warning: commands will be executed using /bin/sh
job 6009 at Tue Nov 10 12:41:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse42-151109/YutaMouse42-151109
ElecNo	3
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 14.71 and 22.06 GB of RAM.
Memory request: 7.35 GB would take us to total of 7.35 GB.
----------------------------------------------------------
Loaded 4094919 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 2.45 GB would take us to total of 9.81 GB.
------ Running on subset of 1364973 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 10 (1084 points): Lose 54.616703 but Gain 2295.579846
Iteration 0F (94.960000 sec): 19 clusters
  Score: Raw -128099585.834093 + Penalty 41320.437228 = -128058265.396865
  nChanged 1290564
Iteration 1F (134.310000 sec): 19 clusters
  Score: Raw -134201826.545133 + Penalty 41320.437228 = -134160506.107905
  nChanged 549294
Iteration 2F (173.300000 sec): 19 clusters
  Score: Raw -135656113.830701 + Penalty 41320.437228 = -135614793.393473
  nChanged 310897
Iteration 3F (212.470000 sec): 19 clusters
  Score: Raw -136311381.692225 + Penalty 41320.437228 = -136270061.254997
  nChanged 215490
Iteration 4F (249.950000 sec): 19 clusters
  Score: Raw -136643739.585157 + Penalty 41320.437228 = -136602419.147929
  nChanged 150462
Iteration 5F (289.910000 sec): 19 clusters
  Score: Raw -136855849.244186 + Penalty 41320.437228 = -136814528.806958
  nChanged 116414
Iteration 6F (331.130000 sec): 19 clusters
  Score: Raw -137089412.423552 + Penalty 41320.437228 = -137048091.986324
  nChanged 99331
Iteration 7F (370.790000 sec): 19 clusters
  Score: Raw -137229418.192548 + Penalty 41320.437228 = -137188097.755320
  nChanged 82220
Iteration 8F (411.570000 sec): 19 clusters
  Score: Raw -137338540.389302 + Penalty 41320.437228 = -137297219.952073
  nChanged 64975
Iteration 9Q (437.060000 sec): 19 clusters
  Score: Raw -137406574.867893 + Penalty 41320.437228 = -137365254.430665
  nChanged 52628
Iteration 10Q (463.870000 sec): 19 clusters
  Score: Raw -137445402.575327 + Penalty 41320.437228 = -137404082.138099
  nChanged 45063
Iteration 11Q (491.100000 sec): 19 clusters
  Score: Raw -137475023.548900 + Penalty 41320.437228 = -137433703.111672
  nChanged 41384
Iteration 12Q (517.680000 sec): 19 clusters
  Score: Raw -137501890.309639 + Penalty 41320.437228 = -137460569.872411
  nChanged 39181
Iteration 13Q (542.310000 sec): 19 clusters
  Score: Raw -137524985.793490 + Penalty 41320.437228 = -137483665.356262
  nChanged 36734
Iteration 14Q (572.900000 sec): 19 clusters
  Score: Raw -137543707.383216 + Penalty 41320.437228 = -137502386.945988
  nChanged 34196
Iteration 15Q (602.080000 sec): 19 clusters
  Score: Raw -137559511.954101 + Penalty 41320.437228 = -137518191.516873
  nChanged 31449
Iteration 16Q (629.860000 sec): 19 clusters
  Score: Raw -137572978.234855 + Penalty 41320.437228 = -137531657.797627
  nChanged 29138
Iteration 17Q (659.900000 sec): 19 clusters
  Score: Raw -137584566.182217 + Penalty 41320.437228 = -137543245.744989
  nChanged 26845
Iteration 18Q (690.550000 sec): 19 clusters
  Score: Raw -137594414.661822 + Penalty 41320.437228 = -137553094.224593
  nChanged 24518
Iteration 19Q (721.410000 sec): 19 clusters
  Score: Raw -137602801.419723 + Penalty 41320.437228 = -137561480.982495
  nChanged 22248
Writing temp clu file 
Because OldScore, -137553094.224593, is greater than current (better) Score,-137561480.982495 
 Compute initial score before splitting:   Score: Raw -137602801.419723 + Penalty 41320.437228 = -137561480.982495
Memory request: 0.03 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (16349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (721.880000 sec): 2 clusters
  Score: Raw -1492531.788531 + Penalty 1576.562327 = -1490955.226204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (722.150000 sec): 3 clusters
  Score: Raw -1483015.295337 + Penalty 3153.124654 = -1479862.170683
  nChanged 7365
		SP:Iteration 1F (722.400000 sec): 3 clusters
  Score: Raw -1488997.540130 + Penalty 3153.124654 = -1485844.415476
  nChanged 1860
		SP:Iteration 2F (722.660000 sec): 3 clusters
  Score: Raw -1492716.016794 + Penalty 3153.124654 = -1489562.892140
  nChanged 1939
		SP:Iteration 3F (722.920000 sec): 3 clusters
  Score: Raw -1495912.654817 + Penalty 3153.124654 = -1492759.530163
  nChanged 1779
		SP:Iteration 4F (723.200000 sec): 3 clusters
  Score: Raw -1499494.285448 + Penalty 3153.124654 = -1496341.160794
  nChanged 1612
		SP:Iteration 5F (723.480000 sec): 3 clusters
  Score: Raw -1502333.948039 + Penalty 3153.124654 = -1499180.823385
  nChanged 1005
		SP:Iteration 6F (723.750000 sec): 3 clusters
  Score: Raw -1503420.654235 + Penalty 3153.124654 = -1500267.529581
  nChanged 601
		SP:Iteration 7Q (723.990000 sec): 3 clusters
  Score: Raw -1503856.217366 + Penalty 3153.124654 = -1500703.092712
  nChanged 319
		SP:Iteration 8Q (724.180000 sec): 3 clusters
  Score: Raw -1504015.282125 + Penalty 3153.124654 = -1500862.157471
  nChanged 201
		SP:Iteration 9Q (724.420000 sec): 3 clusters
  Score: Raw -1504081.399383 + Penalty 3153.124654 = -1500928.274729
  nChanged 96
		SP:Iteration 10Q (724.700000 sec): 3 clusters
  Score: Raw -1504098.769299 + Penalty 3153.124654 = -1500945.644645
  nChanged 44
		SP:Iteration 11Q (724.930000 sec): 3 clusters
  Score: Raw -1504103.870430 + Penalty 3153.124654 = -1500950.745776
  nChanged 23
		SP:Iteration 12Q (725.140000 sec): 3 clusters
  Score: Raw -1504106.264256 + Penalty 3153.124654 = -1500953.139602
  nChanged 16
		SP:Iteration 13Q (725.380000 sec): 3 clusters
  Score: Raw -1504108.598093 + Penalty 3153.124654 = -1500955.473439
  nChanged 13
		SP:Iteration 14Q (725.600000 sec): 3 clusters
  Score: Raw -1504109.883046 + Penalty 3153.124654 = -1500956.758392
  nChanged 11
		SP:Iteration 15Q (725.860000 sec): 3 clusters
  Score: Raw -1504110.599647 + Penalty 3153.124654 = -1500957.474993
  nChanged 6
		SP:Iteration 16Q (726.100000 sec): 3 clusters
  Score: Raw -1504110.892831 + Penalty 3153.124654 = -1500957.768177
  nChanged 1
		SP:Iteration 17Q (726.350000 sec): 3 clusters
  Score: Raw -1504110.926674 + Penalty 3153.124654 = -1500957.802020
  nChanged 0
		SP:Iteration 18F (726.620000 sec): 3 clusters
  Score: Raw -1504110.926674 + Penalty 3153.124654 = -1500957.802020
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 10.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (117533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (727.420000 sec): 2 clusters
  Score: Raw -12386661.628928 + Penalty 1897.102094 = -12384764.526834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (728.070000 sec): 3 clusters
  Score: Raw -12310109.627948 + Penalty 3794.204188 = -12306315.423760
  nChanged 56063
		SP:Iteration 1F (728.660000 sec): 3 clusters
  Score: Raw -12343653.749918 + Penalty 3794.204188 = -12339859.545730
  nChanged 5330
		SP:Iteration 2Q (729.340000 sec): 3 clusters
  Score: Raw -12347060.564799 + Penalty 3794.204188 = -12343266.360611
  nChanged 6839
		SP:Iteration 3F (730.030000 sec): 3 clusters
  Score: Raw -12352724.660527 + Penalty 3794.204188 = -12348930.456339
  nChanged 8339
		SP:Iteration 4F (730.650000 sec): 3 clusters
  Score: Raw -12358807.319313 + Penalty 3794.204188 = -12355013.115125
  nChanged 8554
		SP:Iteration 5F (731.420000 sec): 3 clusters
  Score: Raw -12364146.742435 + Penalty 3794.204188 = -12360352.538247
  nChanged 7934
		SP:Iteration 6F (732.170000 sec): 3 clusters
  Score: Raw -12368888.828833 + Penalty 3794.204188 = -12365094.624646
  nChanged 6893
		SP:Iteration 7F (732.850000 sec): 3 clusters
  Score: Raw -12372982.490488 + Penalty 3794.204188 = -12369188.286300
  nChanged 6017
		SP:Iteration 8F (733.680000 sec): 3 clusters
  Score: Raw -12376633.109774 + Penalty 3794.204188 = -12372838.905587
  nChanged 5284
		SP:Iteration 9Q (734.360000 sec): 3 clusters
  Score: Raw -12379915.352874 + Penalty 3794.204188 = -12376121.148686
  nChanged 4472
		SP:Iteration 10Q (735.410000 sec): 3 clusters
  Score: Raw -12382643.969419 + Penalty 3794.204188 = -12378849.765231
  nChanged 4017
		SP:Iteration 11Q (736.390000 sec): 3 clusters
  Score: Raw -12385125.206661 + Penalty 3794.204188 = -12381331.002473
  nChanged 3660
		SP:Iteration 12Q (737.130000 sec): 3 clusters
  Score: Raw -12387513.478735 + Penalty 3794.204188 = -12383719.274547
  nChanged 3260
		SP:Iteration 13Q (737.930000 sec): 3 clusters
  Score: Raw -12389922.720148 + Penalty 3794.204188 = -12386128.515960
  nChanged 2845
		SP:Iteration 14Q (738.670000 sec): 3 clusters
  Score: Raw -12392294.186065 + Penalty 3794.204188 = -12388499.981877
  nChanged 2329
		SP:Iteration 15Q (739.330000 sec): 3 clusters
  Score: Raw -12394252.969200 + Penalty 3794.204188 = -12390458.765012
  nChanged 1791
		SP:Iteration 16Q (739.940000 sec): 3 clusters
  Score: Raw -12395421.350282 + Penalty 3794.204188 = -12391627.146094
  nChanged 1222
		SP:Iteration 17Q (740.550000 sec): 3 clusters
  Score: Raw -12395983.532623 + Penalty 3794.204188 = -12392189.328435
  nChanged 845
		SP:Iteration 18Q (741.270000 sec): 3 clusters
  Score: Raw -12396264.657230 + Penalty 3794.204188 = -12392470.453042
  nChanged 622
		SP:Iteration 19Q (741.930000 sec): 3 clusters
  Score: Raw -12396431.428538 + Penalty 3794.204188 = -12392637.224350
  nChanged 476
		SP:Iteration 20F (742.520000 sec): 3 clusters
  Score: Raw -12396539.151618 + Penalty 3794.204188 = -12392744.947430
  nChanged 399
		SP:Iteration 21Q (743.170000 sec): 3 clusters
  Score: Raw -12396625.992531 + Penalty 3794.204188 = -12392831.788343
  nChanged 344
		SP:Iteration 22Q (743.790000 sec): 3 clusters
  Score: Raw -12396698.927972 + Penalty 3794.204188 = -12392904.723784
  nChanged 330
		SP:Iteration 23Q (744.510000 sec): 3 clusters
  Score: Raw -12396762.614780 + Penalty 3794.204188 = -12392968.410592
  nChanged 310
		SP:Iteration 24Q (745.130000 sec): 3 clusters
  Score: Raw -12396822.998230 + Penalty 3794.204188 = -12393028.794042
  nChanged 297
		SP:Iteration 25Q (745.680000 sec): 3 clusters
  Score: Raw -12396875.630324 + Penalty 3794.204188 = -12393081.426136
  nChanged 278
		SP:Iteration 26Q (746.340000 sec): 3 clusters
  Score: Raw -12396926.998441 + Penalty 3794.204188 = -12393132.794253
  nChanged 270
		SP:Iteration 27Q (746.960000 sec): 3 clusters
  Score: Raw -12396979.334506 + Penalty 3794.204188 = -12393185.130319
  nChanged 291
		SP:Iteration 28Q (747.680000 sec): 3 clusters
  Score: Raw -12397037.217117 + Penalty 3794.204188 = -12393243.012929
  nChanged 267
		SP:Iteration 29Q (748.300000 sec): 3 clusters
  Score: Raw -12397088.243742 + Penalty 3794.204188 = -12393294.039554
  nChanged 259
		SP:Iteration 30Q (749.070000 sec): 3 clusters
  Score: Raw -12397147.574885 + Penalty 3794.204188 = -12393353.370697
  nChanged 260
		SP:Iteration 31Q (749.710000 sec): 3 clusters
  Score: Raw -12397208.220208 + Penalty 3794.204188 = -12393414.016020
  nChanged 295
		SP:Iteration 32Q (750.360000 sec): 3 clusters
  Score: Raw -12397283.113605 + Penalty 3794.204188 = -12393488.909417
  nChanged 304
		SP:Iteration 33Q (750.980000 sec): 3 clusters
  Score: Raw -12397361.965426 + Penalty 3794.204188 = -12393567.761239
  nChanged 298
		SP:Iteration 34Q (751.590000 sec): 3 clusters
  Score: Raw -12397440.063940 + Penalty 3794.204188 = -12393645.859753
  nChanged 275
		SP:Iteration 35Q (752.570000 sec): 3 clusters
  Score: Raw -12397510.409872 + Penalty 3794.204188 = -12393716.205684
  nChanged 273
		SP:Iteration 36Q (753.310000 sec): 3 clusters
  Score: Raw -12397577.032806 + Penalty 3794.204188 = -12393782.828618
  nChanged 259
		SP:Iteration 37Q (753.890000 sec): 3 clusters
  Score: Raw -12397641.813408 + Penalty 3794.204188 = -12393847.609220
  nChanged 261
		SP:Iteration 38Q (754.510000 sec): 3 clusters
  Score: Raw -12397709.353720 + Penalty 3794.204188 = -12393915.149533
  nChanged 256
		SP:Iteration 39Q (755.260000 sec): 3 clusters
  Score: Raw -12397774.403815 + Penalty 3794.204188 = -12393980.199627
  nChanged 216
		SP:Iteration 40F (756.020000 sec): 3 clusters
  Score: Raw -12397820.966041 + Penalty 3794.204188 = -12394026.761853
  nChanged 187
		SP:Iteration 41Q (756.650000 sec): 3 clusters
  Score: Raw -12397858.940343 + Penalty 3794.204188 = -12394064.736155
  nChanged 180
		SP:Iteration 42Q (757.210000 sec): 3 clusters
  Score: Raw -12397888.578225 + Penalty 3794.204188 = -12394094.374037
  nChanged 156
		SP:Iteration 43Q (757.970000 sec): 3 clusters
  Score: Raw -12397911.790021 + Penalty 3794.204188 = -12394117.585833
  nChanged 120
		SP:Iteration 44Q (758.720000 sec): 3 clusters
  Score: Raw -12397926.450278 + Penalty 3794.204188 = -12394132.246090
  nChanged 94
		SP:Iteration 45Q (759.320000 sec): 3 clusters
  Score: Raw -12397935.933944 + Penalty 3794.204188 = -12394141.729756
  nChanged 75
		SP:Iteration 46Q (760.060000 sec): 3 clusters
  Score: Raw -12397944.301751 + Penalty 3794.204188 = -12394150.097563
  nChanged 75
		SP:Iteration 47Q (760.750000 sec): 3 clusters
  Score: Raw -12397952.698115 + Penalty 3794.204188 = -12394158.493927
  nChanged 69
		SP:Iteration 48Q (761.480000 sec): 3 clusters
  Score: Raw -12397960.827961 + Penalty 3794.204188 = -12394166.623773
  nChanged 70
		SP:Iteration 49Q (762.210000 sec): 3 clusters
  Score: Raw -12397966.433749 + Penalty 3794.204188 = -12394172.229561
  nChanged 57
		SP:Iteration 50Q (762.790000 sec): 3 clusters
  Score: Raw -12397970.289197 + Penalty 3794.204188 = -12394176.085009
  nChanged 33
		SP:Iteration 51Q (763.510000 sec): 3 clusters
  Score: Raw -12397972.228450 + Penalty 3794.204188 = -12394178.024263
  nChanged 36
		SP:Iteration 52Q (764.180000 sec): 3 clusters
  Score: Raw -12397974.149546 + Penalty 3794.204188 = -12394179.945358
  nChanged 30
		SP:Iteration 53Q (764.980000 sec): 3 clusters
  Score: Raw -12397975.881504 + Penalty 3794.204188 = -12394181.677316
  nChanged 33
		SP:Iteration 54Q (765.580000 sec): 3 clusters
  Score: Raw -12397978.248798 + Penalty 3794.204188 = -12394184.044610
  nChanged 28
		SP:Iteration 55Q (766.140000 sec): 3 clusters
  Score: Raw -12397979.738944 + Penalty 3794.204188 = -12394185.534756
  nChanged 23
		SP:Iteration 56Q (766.840000 sec): 3 clusters
  Score: Raw -12397980.673560 + Penalty 3794.204188 = -12394186.469372
  nChanged 15
		SP:Iteration 57Q (767.530000 sec): 3 clusters
  Score: Raw -12397981.409835 + Penalty 3794.204188 = -12394187.205647
  nChanged 22
		SP:Iteration 58Q (768.080000 sec): 3 clusters
  Score: Raw -12397982.598788 + Penalty 3794.204188 = -12394188.394600
  nChanged 15
		SP:Iteration 59Q (768.590000 sec): 3 clusters
  Score: Raw -12397983.277046 + Penalty 3794.204188 = -12394189.072858
  nChanged 11
		SP:Iteration 60F (769.290000 sec): 3 clusters
  Score: Raw -12397983.660110 + Penalty 3794.204188 = -12394189.455922
  nChanged 5
		SP:Iteration 61Q (770.080000 sec): 3 clusters
  Score: Raw -12397983.832244 + Penalty 3794.204188 = -12394189.628056
  nChanged 8
		SP:Iteration 62Q (770.690000 sec): 3 clusters
  Score: Raw -12397984.136207 + Penalty 3794.204188 = -12394189.932019
  nChanged 11
		SP:Iteration 63Q (771.460000 sec): 3 clusters
  Score: Raw -12397984.648942 + Penalty 3794.204188 = -12394190.444755
  nChanged 8
		SP:Iteration 64Q (772.350000 sec): 3 clusters
  Score: Raw -12397984.906186 + Penalty 3794.204188 = -12394190.701998
  nChanged 5
		SP:Iteration 65Q (773.040000 sec): 3 clusters
  Score: Raw -12397985.068921 + Penalty 3794.204188 = -12394190.864733
  nChanged 4
		SP:Iteration 66Q (773.750000 sec): 3 clusters
  Score: Raw -12397985.207385 + Penalty 3794.204188 = -12394191.003197
  nChanged 4
		SP:Iteration 67Q (774.450000 sec): 3 clusters
  Score: Raw -12397985.348670 + Penalty 3794.204188 = -12394191.144482
  nChanged 3
		SP:Iteration 68Q (775.220000 sec): 3 clusters
  Score: Raw -12397985.468921 + Penalty 3794.204188 = -12394191.264734
  nChanged 4
		SP:Iteration 69Q (775.890000 sec): 3 clusters
  Score: Raw -12397985.549946 + Penalty 3794.204188 = -12394191.345758
  nChanged 2
		SP:Iteration 70Q (776.630000 sec): 3 clusters
  Score: Raw -12397985.591279 + Penalty 3794.204188 = -12394191.387091
  nChanged 1
		SP:Iteration 71Q (777.180000 sec): 3 clusters
  Score: Raw -12397985.617708 + Penalty 3794.204188 = -12394191.413520
  nChanged 0
		SP:Iteration 72F (777.890000 sec): 3 clusters
  Score: Raw -12397985.617708 + Penalty 3794.204188 = -12394191.413520
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 20.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (145452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (779.080000 sec): 2 clusters
  Score: Raw -15400597.185476 + Penalty 1931.735230 = -15398665.450247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (779.920000 sec): 3 clusters
  Score: Raw -15305108.141163 + Penalty 3863.470460 = -15301244.670703
  nChanged 70128
		SP:Iteration 1F (780.680000 sec): 3 clusters
  Score: Raw -15346188.882966 + Penalty 3863.470460 = -15342325.412506
  nChanged 4966
		SP:Iteration 2Q (781.680000 sec): 3 clusters
  Score: Raw -15347964.209594 + Penalty 3863.470460 = -15344100.739135
  nChanged 6061
		SP:Iteration 3Q (782.440000 sec): 3 clusters
  Score: Raw -15351471.569222 + Penalty 3863.470460 = -15347608.098762
  nChanged 7572
		SP:Iteration 4F (783.260000 sec): 3 clusters
  Score: Raw -15357840.758608 + Penalty 3863.470460 = -15353977.288149
  nChanged 9534
		SP:Iteration 5F (784.180000 sec): 3 clusters
  Score: Raw -15366610.772045 + Penalty 3863.470460 = -15362747.301586
  nChanged 11248
		SP:Iteration 6F (785.040000 sec): 3 clusters
  Score: Raw -15375308.457849 + Penalty 3863.470460 = -15371444.987390
  nChanged 11820
		SP:Iteration 7F (785.760000 sec): 3 clusters
  Score: Raw -15383378.028244 + Penalty 3863.470460 = -15379514.557784
  nChanged 10660
		SP:Iteration 8F (786.770000 sec): 3 clusters
  Score: Raw -15390282.248635 + Penalty 3863.470460 = -15386418.778175
  nChanged 8403
		SP:Iteration 9F (787.600000 sec): 3 clusters
  Score: Raw -15394950.515608 + Penalty 3863.470460 = -15391087.045149
  nChanged 6068
		SP:Iteration 10Q (788.440000 sec): 3 clusters
  Score: Raw -15397518.231582 + Penalty 3863.470460 = -15393654.761123
  nChanged 4105
		SP:Iteration 11Q (789.210000 sec): 3 clusters
  Score: Raw -15398884.261884 + Penalty 3863.470460 = -15395020.791424
  nChanged 3036
		SP:Iteration 12Q (790.150000 sec): 3 clusters
  Score: Raw -15399739.013322 + Penalty 3863.470460 = -15395875.542862
  nChanged 2352
		SP:Iteration 13Q (790.920000 sec): 3 clusters
  Score: Raw -15400322.563910 + Penalty 3863.470460 = -15396459.093451
  nChanged 1910
		SP:Iteration 14Q (791.880000 sec): 3 clusters
  Score: Raw -15400742.724061 + Penalty 3863.470460 = -15396879.253602
  nChanged 1732
		SP:Iteration 15Q (792.740000 sec): 3 clusters
  Score: Raw -15401089.799502 + Penalty 3863.470460 = -15397226.329042
  nChanged 1534
		SP:Iteration 16Q (793.550000 sec): 3 clusters
  Score: Raw -15401397.107999 + Penalty 3863.470460 = -15397533.637540
  nChanged 1469
		SP:Iteration 17Q (794.460000 sec): 3 clusters
  Score: Raw -15401693.249835 + Penalty 3863.470460 = -15397829.779375
  nChanged 1364
		SP:Iteration 18Q (795.550000 sec): 3 clusters
  Score: Raw -15401985.041362 + Penalty 3863.470460 = -15398121.570903
  nChanged 1336
		SP:Iteration 19Q (796.400000 sec): 3 clusters
  Score: Raw -15402306.294457 + Penalty 3863.470460 = -15398442.823997
  nChanged 1400
		SP:Iteration 20F (797.260000 sec): 3 clusters
  Score: Raw -15402665.409788 + Penalty 3863.470460 = -15398801.939328
  nChanged 1427
		SP:Iteration 21Q (797.980000 sec): 3 clusters
  Score: Raw -15403077.175125 + Penalty 3863.470460 = -15399213.704665
  nChanged 1465
		SP:Iteration 22Q (799.040000 sec): 3 clusters
  Score: Raw -15403536.415716 + Penalty 3863.470460 = -15399672.945256
  nChanged 1544
		SP:Iteration 23Q (799.930000 sec): 3 clusters
  Score: Raw -15404033.251962 + Penalty 3863.470460 = -15400169.781502
  nChanged 1548
		SP:Iteration 24Q (801.130000 sec): 3 clusters
  Score: Raw -15404518.835609 + Penalty 3863.470460 = -15400655.365149
  nChanged 1495
		SP:Iteration 25Q (802.130000 sec): 3 clusters
  Score: Raw -15404979.061419 + Penalty 3863.470460 = -15401115.590959
  nChanged 1418
		SP:Iteration 26Q (802.980000 sec): 3 clusters
  Score: Raw -15405387.620726 + Penalty 3863.470460 = -15401524.150266
  nChanged 1360
		SP:Iteration 27Q (803.860000 sec): 3 clusters
  Score: Raw -15405751.878819 + Penalty 3863.470460 = -15401888.408360
  nChanged 1217
		SP:Iteration 28Q (804.980000 sec): 3 clusters
  Score: Raw -15406074.000635 + Penalty 3863.470460 = -15402210.530176
  nChanged 1241
		SP:Iteration 29Q (805.950000 sec): 3 clusters
  Score: Raw -15406374.661033 + Penalty 3863.470460 = -15402511.190573
  nChanged 1252
		SP:Iteration 30Q (806.900000 sec): 3 clusters
  Score: Raw -15406689.761641 + Penalty 3863.470460 = -15402826.291181
  nChanged 1282
		SP:Iteration 31Q (808.040000 sec): 3 clusters
  Score: Raw -15407064.690178 + Penalty 3863.470460 = -15403201.219718
  nChanged 1386
		SP:Iteration 32Q (808.910000 sec): 3 clusters
  Score: Raw -15407538.154744 + Penalty 3863.470460 = -15403674.684285
  nChanged 1418
		SP:Iteration 33Q (809.780000 sec): 3 clusters
  Score: Raw -15408120.502454 + Penalty 3863.470460 = -15404257.031994
  nChanged 1600
		SP:Iteration 34Q (810.590000 sec): 3 clusters
  Score: Raw -15408969.965510 + Penalty 3863.470460 = -15405106.495050
  nChanged 1808
		SP:Iteration 35Q (811.440000 sec): 3 clusters
  Score: Raw -15410217.558104 + Penalty 3863.470460 = -15406354.087645
  nChanged 1925
		SP:Iteration 36Q (812.220000 sec): 3 clusters
  Score: Raw -15412021.425259 + Penalty 3863.470460 = -15408157.954799
  nChanged 2004
		SP:Iteration 37Q (813.170000 sec): 3 clusters
  Score: Raw -15414244.292059 + Penalty 3863.470460 = -15410380.821600
  nChanged 1774
		SP:Iteration 38Q (813.960000 sec): 3 clusters
  Score: Raw -15415897.477243 + Penalty 3863.470460 = -15412034.006784
  nChanged 1367
		SP:Iteration 39Q (814.710000 sec): 3 clusters
  Score: Raw -15416778.408063 + Penalty 3863.470460 = -15412914.937603
  nChanged 980
		SP:Iteration 40F (815.800000 sec): 3 clusters
  Score: Raw -15417192.778841 + Penalty 3863.470460 = -15413329.308382
  nChanged 664
		SP:Iteration 41Q (816.520000 sec): 3 clusters
  Score: Raw -15417369.588434 + Penalty 3863.470460 = -15413506.117974
  nChanged 473
		SP:Iteration 42Q (817.290000 sec): 3 clusters
  Score: Raw -15417455.160625 + Penalty 3863.470460 = -15413591.690165
  nChanged 318
		SP:Iteration 43Q (818.100000 sec): 3 clusters
  Score: Raw -15417493.799176 + Penalty 3863.470460 = -15413630.328717
  nChanged 215
		SP:Iteration 44Q (819.070000 sec): 3 clusters
  Score: Raw -15417512.447919 + Penalty 3863.470460 = -15413648.977459
  nChanged 173
		SP:Iteration 45Q (819.820000 sec): 3 clusters
  Score: Raw -15417524.677279 + Penalty 3863.470460 = -15413661.206819
  nChanged 125
		SP:Iteration 46Q (820.670000 sec): 3 clusters
  Score: Raw -15417531.339796 + Penalty 3863.470460 = -15413667.869337
  nChanged 94
		SP:Iteration 47Q (821.400000 sec): 3 clusters
  Score: Raw -15417535.424240 + Penalty 3863.470460 = -15413671.953781
  nChanged 63
		SP:Iteration 48Q (822.220000 sec): 3 clusters
  Score: Raw -15417537.373698 + Penalty 3863.470460 = -15413673.903238
  nChanged 39
		SP:Iteration 49Q (822.920000 sec): 3 clusters
  Score: Raw -15417538.331868 + Penalty 3863.470460 = -15413674.861408
  nChanged 31
		SP:Iteration 50Q (823.750000 sec): 3 clusters
  Score: Raw -15417539.382461 + Penalty 3863.470460 = -15413675.912002
  nChanged 33
		SP:Iteration 51Q (824.610000 sec): 3 clusters
  Score: Raw -15417540.365342 + Penalty 3863.470460 = -15413676.894883
  nChanged 25
		SP:Iteration 52Q (825.330000 sec): 3 clusters
  Score: Raw -15417540.946707 + Penalty 3863.470460 = -15413677.476247
  nChanged 17
		SP:Iteration 53Q (826.380000 sec): 3 clusters
  Score: Raw -15417541.281045 + Penalty 3863.470460 = -15413677.810585
  nChanged 14
		SP:Iteration 54Q (827.150000 sec): 3 clusters
  Score: Raw -15417541.533898 + Penalty 3863.470460 = -15413678.063439
  nChanged 9
		SP:Iteration 55Q (827.920000 sec): 3 clusters
  Score: Raw -15417541.672100 + Penalty 3863.470460 = -15413678.201641
  nChanged 4
		SP:Iteration 56Q (828.680000 sec): 3 clusters
  Score: Raw -15417541.700776 + Penalty 3863.470460 = -15413678.230316
  nChanged 1
		SP:Iteration 57Q (829.560000 sec): 3 clusters
  Score: Raw -15417541.705057 + Penalty 3863.470460 = -15413678.234597
  nChanged 0
		SP:Iteration 58F (830.220000 sec): 3 clusters
  Score: Raw -15417541.705057 + Penalty 3863.470460 = -15413678.234597
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (28272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (830.430000 sec): 2 clusters
  Score: Raw -2738081.678884 + Penalty 1665.564419 = -2736416.114465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (830.740000 sec): 3 clusters
  Score: Raw -2720955.505631 + Penalty 3331.128838 = -2717624.376793
  nChanged 13176
		SP:Iteration 1F (831.050000 sec): 3 clusters
  Score: Raw -2734586.064615 + Penalty 3331.128838 = -2731254.935777
  nChanged 4563
		SP:Iteration 2F (831.330000 sec): 3 clusters
  Score: Raw -2743265.425141 + Penalty 3331.128838 = -2739934.296303
  nChanged 3607
		SP:Iteration 3F (831.690000 sec): 3 clusters
  Score: Raw -2748737.012963 + Penalty 3331.128838 = -2745405.884125
  nChanged 2029
		SP:Iteration 4F (831.960000 sec): 3 clusters
  Score: Raw -2750731.798706 + Penalty 3331.128838 = -2747400.669867
  nChanged 1131
		SP:Iteration 5Q (832.280000 sec): 3 clusters
  Score: Raw -2751437.174870 + Penalty 3331.128838 = -2748106.046032
  nChanged 664
		SP:Iteration 6Q (832.550000 sec): 3 clusters
  Score: Raw -2751748.747390 + Penalty 3331.128838 = -2748417.618552
  nChanged 457
		SP:Iteration 7Q (832.930000 sec): 3 clusters
  Score: Raw -2751921.805307 + Penalty 3331.128838 = -2748590.676469
  nChanged 324
		SP:Iteration 8Q (833.210000 sec): 3 clusters
  Score: Raw -2752036.606346 + Penalty 3331.128838 = -2748705.477508
  nChanged 292
		SP:Iteration 9Q (833.510000 sec): 3 clusters
  Score: Raw -2752113.802367 + Penalty 3331.128838 = -2748782.673529
  nChanged 230
		SP:Iteration 10Q (833.810000 sec): 3 clusters
  Score: Raw -2752162.113754 + Penalty 3331.128838 = -2748830.984916
  nChanged 192
		SP:Iteration 11Q (834.080000 sec): 3 clusters
  Score: Raw -2752197.330899 + Penalty 3331.128838 = -2748866.202061
  nChanged 183
		SP:Iteration 12Q (834.370000 sec): 3 clusters
  Score: Raw -2752227.508929 + Penalty 3331.128838 = -2748896.380091
  nChanged 179
		SP:Iteration 13Q (834.690000 sec): 3 clusters
  Score: Raw -2752255.313760 + Penalty 3331.128838 = -2748924.184922
  nChanged 165
		SP:Iteration 14Q (835.030000 sec): 3 clusters
  Score: Raw -2752275.874583 + Penalty 3331.128838 = -2748944.745745
  nChanged 134
		SP:Iteration 15Q (835.310000 sec): 3 clusters
  Score: Raw -2752292.311893 + Penalty 3331.128838 = -2748961.183055
  nChanged 122
		SP:Iteration 16Q (835.640000 sec): 3 clusters
  Score: Raw -2752309.395845 + Penalty 3331.128838 = -2748978.267007
  nChanged 130
		SP:Iteration 17Q (835.900000 sec): 3 clusters
  Score: Raw -2752325.207191 + Penalty 3331.128838 = -2748994.078353
  nChanged 115
		SP:Iteration 18Q (836.170000 sec): 3 clusters
  Score: Raw -2752338.296684 + Penalty 3331.128838 = -2749007.167846
  nChanged 101
		SP:Iteration 19Q (836.440000 sec): 3 clusters
  Score: Raw -2752347.060453 + Penalty 3331.128838 = -2749015.931615
  nChanged 77
		SP:Iteration 20F (836.750000 sec): 3 clusters
  Score: Raw -2752352.582053 + Penalty 3331.128838 = -2749021.453215
  nChanged 51
		SP:Iteration 21Q (837.060000 sec): 3 clusters
  Score: Raw -2752355.799073 + Penalty 3331.128838 = -2749024.670235
  nChanged 54
		SP:Iteration 22Q (837.400000 sec): 3 clusters
  Score: Raw -2752359.957967 + Penalty 3331.128838 = -2749028.829129
  nChanged 61
		SP:Iteration 23Q (837.710000 sec): 3 clusters
  Score: Raw -2752364.586977 + Penalty 3331.128838 = -2749033.458139
  nChanged 52
		SP:Iteration 24Q (837.960000 sec): 3 clusters
  Score: Raw -2752368.475780 + Penalty 3331.128838 = -2749037.346942
  nChanged 49
		SP:Iteration 25Q (838.260000 sec): 3 clusters
  Score: Raw -2752371.391856 + Penalty 3331.128838 = -2749040.263018
  nChanged 43
		SP:Iteration 26Q (838.610000 sec): 3 clusters
  Score: Raw -2752373.538373 + Penalty 3331.128838 = -2749042.409535
  nChanged 24
		SP:Iteration 27Q (838.880000 sec): 3 clusters
  Score: Raw -2752374.616786 + Penalty 3331.128838 = -2749043.487948
  nChanged 28
		SP:Iteration 28Q (839.180000 sec): 3 clusters
  Score: Raw -2752376.296231 + Penalty 3331.128838 = -2749045.167392
  nChanged 36
		SP:Iteration 29Q (839.460000 sec): 3 clusters
  Score: Raw -2752378.453724 + Penalty 3331.128838 = -2749047.324886
  nChanged 22
		SP:Iteration 30Q (839.790000 sec): 3 clusters
  Score: Raw -2752379.674396 + Penalty 3331.128838 = -2749048.545557
  nChanged 21
		SP:Iteration 31Q (840.090000 sec): 3 clusters
  Score: Raw -2752380.744968 + Penalty 3331.128838 = -2749049.616130
  nChanged 17
		SP:Iteration 32Q (840.430000 sec): 3 clusters
  Score: Raw -2752381.404640 + Penalty 3331.128838 = -2749050.275801
  nChanged 10
		SP:Iteration 33Q (840.700000 sec): 3 clusters
  Score: Raw -2752381.729047 + Penalty 3331.128838 = -2749050.600208
  nChanged 10
		SP:Iteration 34Q (841.050000 sec): 3 clusters
  Score: Raw -2752382.149364 + Penalty 3331.128838 = -2749051.020526
  nChanged 11
		SP:Iteration 35Q (841.370000 sec): 3 clusters
  Score: Raw -2752382.590113 + Penalty 3331.128838 = -2749051.461275
  nChanged 10
		SP:Iteration 36Q (841.680000 sec): 3 clusters
  Score: Raw -2752383.074435 + Penalty 3331.128838 = -2749051.945597
  nChanged 14
		SP:Iteration 37Q (841.960000 sec): 3 clusters
  Score: Raw -2752383.702134 + Penalty 3331.128838 = -2749052.573296
  nChanged 15
		SP:Iteration 38Q (842.260000 sec): 3 clusters
  Score: Raw -2752384.388492 + Penalty 3331.128838 = -2749053.259654
  nChanged 15
		SP:Iteration 39Q (842.600000 sec): 3 clusters
  Score: Raw -2752385.133773 + Penalty 3331.128838 = -2749054.004934
  nChanged 16
		SP:Iteration 40F (842.870000 sec): 3 clusters
  Score: Raw -2752385.984595 + Penalty 3331.128838 = -2749054.855757
  nChanged 14
		SP:Iteration 41Q (843.190000 sec): 3 clusters
  Score: Raw -2752386.622798 + Penalty 3331.128838 = -2749055.493960
  nChanged 8
		SP:Iteration 42Q (843.570000 sec): 3 clusters
  Score: Raw -2752386.861278 + Penalty 3331.128838 = -2749055.732439
  nChanged 2
		SP:Iteration 43Q (843.870000 sec): 3 clusters
  Score: Raw -2752386.910915 + Penalty 3331.128838 = -2749055.782077
  nChanged 1
		SP:Iteration 44Q (844.150000 sec): 3 clusters
  Score: Raw -2752386.946396 + Penalty 3331.128838 = -2749055.817558
  nChanged 2
		SP:Iteration 45Q (844.440000 sec): 3 clusters
  Score: Raw -2752387.016558 + Penalty 3331.128838 = -2749055.887720
  nChanged 1
		SP:Iteration 46Q (844.770000 sec): 3 clusters
  Score: Raw -2752387.052271 + Penalty 3331.128838 = -2749055.923432
  nChanged 1
		SP:Iteration 47Q (845.140000 sec): 3 clusters
  Score: Raw -2752387.072202 + Penalty 3331.128838 = -2749055.943364
  nChanged 1
		SP:Iteration 48Q (845.410000 sec): 3 clusters
  Score: Raw -2752387.105812 + Penalty 3331.128838 = -2749055.976974
  nChanged 0
		SP:Iteration 49F (845.710000 sec): 3 clusters
  Score: Raw -2752387.105812 + Penalty 3331.128838 = -2749055.976974
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (111282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (846.280000 sec): 2 clusters
  Score: Raw -11473819.487128 + Penalty 1888.221205 = -11471931.265923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (847.050000 sec): 3 clusters
  Score: Raw -11401594.094017 + Penalty 3776.442410 = -11397817.651607
  nChanged 53169
		SP:Iteration 1F (847.860000 sec): 3 clusters
  Score: Raw -11433940.689561 + Penalty 3776.442410 = -11430164.247152
  nChanged 6404
		SP:Iteration 2F (848.680000 sec): 3 clusters
  Score: Raw -11437857.638006 + Penalty 3776.442410 = -11434081.195597
  nChanged 9160
		SP:Iteration 3F (849.390000 sec): 3 clusters
  Score: Raw -11445455.541692 + Penalty 3776.442410 = -11441679.099283
  nChanged 10950
		SP:Iteration 4F (850.010000 sec): 3 clusters
  Score: Raw -11455640.407795 + Penalty 3776.442410 = -11451863.965386
  nChanged 9997
		SP:Iteration 5F (850.790000 sec): 3 clusters
  Score: Raw -11465062.560408 + Penalty 3776.442410 = -11461286.117998
  nChanged 6744
		SP:Iteration 6F (851.530000 sec): 3 clusters
  Score: Raw -11472415.587699 + Penalty 3776.442410 = -11468639.145289
  nChanged 3796
		SP:Iteration 7Q (852.240000 sec): 3 clusters
  Score: Raw -11477037.365490 + Penalty 3776.442410 = -11473260.923080
  nChanged 1889
		SP:Iteration 8Q (852.960000 sec): 3 clusters
  Score: Raw -11477973.412509 + Penalty 3776.442410 = -11474196.970099
  nChanged 962
		SP:Iteration 9Q (853.680000 sec): 3 clusters
  Score: Raw -11478291.081198 + Penalty 3776.442410 = -11474514.638789
  nChanged 660
		SP:Iteration 10Q (854.470000 sec): 3 clusters
  Score: Raw -11478461.948114 + Penalty 3776.442410 = -11474685.505704
  nChanged 503
		SP:Iteration 11Q (855.140000 sec): 3 clusters
  Score: Raw -11478566.347559 + Penalty 3776.442410 = -11474789.905149
  nChanged 410
		SP:Iteration 12Q (855.980000 sec): 3 clusters
  Score: Raw -11478640.007640 + Penalty 3776.442410 = -11474863.565230
  nChanged 380
		SP:Iteration 13Q (856.700000 sec): 3 clusters
  Score: Raw -11478707.184383 + Penalty 3776.442410 = -11474930.741974
  nChanged 337
		SP:Iteration 14Q (857.360000 sec): 3 clusters
  Score: Raw -11478760.251606 + Penalty 3776.442410 = -11474983.809196
  nChanged 308
		SP:Iteration 15Q (858.100000 sec): 3 clusters
  Score: Raw -11478802.201901 + Penalty 3776.442410 = -11475025.759492
  nChanged 256
		SP:Iteration 16Q (858.600000 sec): 3 clusters
  Score: Raw -11478830.721883 + Penalty 3776.442410 = -11475054.279474
  nChanged 195
		SP:Iteration 17Q (859.380000 sec): 3 clusters
  Score: Raw -11478849.288313 + Penalty 3776.442410 = -11475072.845903
  nChanged 178
		SP:Iteration 18Q (860.090000 sec): 3 clusters
  Score: Raw -11478866.388629 + Penalty 3776.442410 = -11475089.946219
  nChanged 174
		SP:Iteration 19Q (860.790000 sec): 3 clusters
  Score: Raw -11478882.381933 + Penalty 3776.442410 = -11475105.939523
  nChanged 173
		SP:Iteration 20F (861.580000 sec): 3 clusters
  Score: Raw -11478897.677060 + Penalty 3776.442410 = -11475121.234651
  nChanged 154
		SP:Iteration 21Q (862.290000 sec): 3 clusters
  Score: Raw -11478909.232601 + Penalty 3776.442410 = -11475132.790191
  nChanged 130
		SP:Iteration 22Q (863.210000 sec): 3 clusters
  Score: Raw -11478918.511967 + Penalty 3776.442410 = -11475142.069557
  nChanged 103
		SP:Iteration 23Q (863.960000 sec): 3 clusters
  Score: Raw -11478925.308550 + Penalty 3776.442410 = -11475148.866140
  nChanged 99
		SP:Iteration 24Q (864.660000 sec): 3 clusters
  Score: Raw -11478931.419678 + Penalty 3776.442410 = -11475154.977269
  nChanged 96
		SP:Iteration 25Q (865.580000 sec): 3 clusters
  Score: Raw -11478936.935261 + Penalty 3776.442410 = -11475160.492851
  nChanged 75
		SP:Iteration 26Q (866.300000 sec): 3 clusters
  Score: Raw -11478941.220997 + Penalty 3776.442410 = -11475164.778587
  nChanged 70
		SP:Iteration 27Q (866.970000 sec): 3 clusters
  Score: Raw -11478944.971026 + Penalty 3776.442410 = -11475168.528617
  nChanged 80
		SP:Iteration 28Q (867.740000 sec): 3 clusters
  Score: Raw -11478949.298259 + Penalty 3776.442410 = -11475172.855850
  nChanged 84
		SP:Iteration 29Q (868.510000 sec): 3 clusters
  Score: Raw -11478955.141473 + Penalty 3776.442410 = -11475178.699063
  nChanged 80
		SP:Iteration 30Q (869.350000 sec): 3 clusters
  Score: Raw -11478960.047509 + Penalty 3776.442410 = -11475183.605099
  nChanged 76
		SP:Iteration 31Q (869.990000 sec): 3 clusters
  Score: Raw -11478964.454144 + Penalty 3776.442410 = -11475188.011734
  nChanged 66
		SP:Iteration 32Q (870.580000 sec): 3 clusters
  Score: Raw -11478967.805341 + Penalty 3776.442410 = -11475191.362932
  nChanged 54
		SP:Iteration 33Q (871.410000 sec): 3 clusters
  Score: Raw -11478970.671308 + Penalty 3776.442410 = -11475194.228898
  nChanged 61
		SP:Iteration 34Q (872.070000 sec): 3 clusters
  Score: Raw -11478973.679120 + Penalty 3776.442410 = -11475197.236710
  nChanged 49
		SP:Iteration 35Q (872.900000 sec): 3 clusters
  Score: Raw -11478975.795236 + Penalty 3776.442410 = -11475199.352826
  nChanged 47
		SP:Iteration 36Q (873.550000 sec): 3 clusters
  Score: Raw -11478977.931792 + Penalty 3776.442410 = -11475201.489382
  nChanged 43
		SP:Iteration 37Q (874.450000 sec): 3 clusters
  Score: Raw -11478980.206297 + Penalty 3776.442410 = -11475203.763887
  nChanged 52
		SP:Iteration 38Q (875.210000 sec): 3 clusters
  Score: Raw -11478982.946960 + Penalty 3776.442410 = -11475206.504550
  nChanged 49
		SP:Iteration 39Q (875.910000 sec): 3 clusters
  Score: Raw -11478985.415825 + Penalty 3776.442410 = -11475208.973416
  nChanged 45
		SP:Iteration 40F (876.570000 sec): 3 clusters
  Score: Raw -11478987.379279 + Penalty 3776.442410 = -11475210.936869
  nChanged 42
		SP:Iteration 41Q (877.200000 sec): 3 clusters
  Score: Raw -11478989.077469 + Penalty 3776.442410 = -11475212.635060
  nChanged 38
		SP:Iteration 42Q (877.950000 sec): 3 clusters
  Score: Raw -11478990.538580 + Penalty 3776.442410 = -11475214.096170
  nChanged 31
		SP:Iteration 43Q (878.790000 sec): 3 clusters
  Score: Raw -11478991.662654 + Penalty 3776.442410 = -11475215.220245
  nChanged 24
		SP:Iteration 44Q (879.440000 sec): 3 clusters
  Score: Raw -11478992.759088 + Penalty 3776.442410 = -11475216.316678
  nChanged 25
		SP:Iteration 45Q (880.090000 sec): 3 clusters
  Score: Raw -11478993.902762 + Penalty 3776.442410 = -11475217.460352
  nChanged 21
		SP:Iteration 46Q (880.960000 sec): 3 clusters
  Score: Raw -11478994.882086 + Penalty 3776.442410 = -11475218.439676
  nChanged 24
		SP:Iteration 47Q (881.670000 sec): 3 clusters
  Score: Raw -11478995.958667 + Penalty 3776.442410 = -11475219.516258
  nChanged 18
		SP:Iteration 48Q (882.390000 sec): 3 clusters
  Score: Raw -11478996.531803 + Penalty 3776.442410 = -11475220.089393
  nChanged 12
		SP:Iteration 49Q (883.060000 sec): 3 clusters
  Score: Raw -11478996.899277 + Penalty 3776.442410 = -11475220.456867
  nChanged 15
		SP:Iteration 50Q (883.690000 sec): 3 clusters
  Score: Raw -11478997.321791 + Penalty 3776.442410 = -11475220.879382
  nChanged 13
		SP:Iteration 51Q (884.570000 sec): 3 clusters
  Score: Raw -11478997.733633 + Penalty 3776.442410 = -11475221.291223
  nChanged 16
		SP:Iteration 52Q (885.280000 sec): 3 clusters
  Score: Raw -11478998.115458 + Penalty 3776.442410 = -11475221.673048
  nChanged 11
		SP:Iteration 53Q (886.200000 sec): 3 clusters
  Score: Raw -11478998.476872 + Penalty 3776.442410 = -11475222.034462
  nChanged 14
		SP:Iteration 54Q (886.880000 sec): 3 clusters
  Score: Raw -11478999.056566 + Penalty 3776.442410 = -11475222.614157
  nChanged 14
		SP:Iteration 55Q (887.530000 sec): 3 clusters
  Score: Raw -11478999.650639 + Penalty 3776.442410 = -11475223.208230
  nChanged 17
		SP:Iteration 56Q (888.290000 sec): 3 clusters
  Score: Raw -11479000.296465 + Penalty 3776.442410 = -11475223.854056
  nChanged 16
		SP:Iteration 57Q (888.940000 sec): 3 clusters
  Score: Raw -11479001.042134 + Penalty 3776.442410 = -11475224.599724
  nChanged 17
		SP:Iteration 58Q (889.590000 sec): 3 clusters
  Score: Raw -11479001.707996 + Penalty 3776.442410 = -11475225.265586
  nChanged 14
		SP:Iteration 59Q (890.130000 sec): 3 clusters
  Score: Raw -11479002.258705 + Penalty 3776.442410 = -11475225.816296
  nChanged 10
		SP:Iteration 60F (891.040000 sec): 3 clusters
  Score: Raw -11479002.657072 + Penalty 3776.442410 = -11475226.214662
  nChanged 12
		SP:Iteration 61Q (891.880000 sec): 3 clusters
  Score: Raw -11479002.929159 + Penalty 3776.442410 = -11475226.486749
  nChanged 10
		SP:Iteration 62Q (892.550000 sec): 3 clusters
  Score: Raw -11479003.194901 + Penalty 3776.442410 = -11475226.752492
  nChanged 8
		SP:Iteration 63Q (893.180000 sec): 3 clusters
  Score: Raw -11479003.507392 + Penalty 3776.442410 = -11475227.064983
  nChanged 8
		SP:Iteration 64Q (893.840000 sec): 3 clusters
  Score: Raw -11479003.908846 + Penalty 3776.442410 = -11475227.466436
  nChanged 9
		SP:Iteration 65Q (894.630000 sec): 3 clusters
  Score: Raw -11479004.224874 + Penalty 3776.442410 = -11475227.782465
  nChanged 10
		SP:Iteration 66Q (895.540000 sec): 3 clusters
  Score: Raw -11479004.580275 + Penalty 3776.442410 = -11475228.137865
  nChanged 7
		SP:Iteration 67Q (896.200000 sec): 3 clusters
  Score: Raw -11479004.950287 + Penalty 3776.442410 = -11475228.507877
  nChanged 7
		SP:Iteration 68Q (896.860000 sec): 3 clusters
  Score: Raw -11479005.107720 + Penalty 3776.442410 = -11475228.665311
  nChanged 6
		SP:Iteration 69Q (897.660000 sec): 3 clusters
  Score: Raw -11479005.276864 + Penalty 3776.442410 = -11475228.834454
  nChanged 2
		SP:Iteration 70Q (898.300000 sec): 3 clusters
  Score: Raw -11479005.339693 + Penalty 3776.442410 = -11475228.897283
  nChanged 2
		SP:Iteration 71Q (898.950000 sec): 3 clusters
  Score: Raw -11479005.420273 + Penalty 3776.442410 = -11475228.977863
  nChanged 2
		SP:Iteration 72Q (899.580000 sec): 3 clusters
  Score: Raw -11479005.446776 + Penalty 3776.442410 = -11475229.004367
  nChanged 3
		SP:Iteration 73Q (900.280000 sec): 3 clusters
  Score: Raw -11479005.507651 + Penalty 3776.442410 = -11475229.065242
  nChanged 2
		SP:Iteration 74Q (901.060000 sec): 3 clusters
  Score: Raw -11479005.534813 + Penalty 3776.442410 = -11475229.092403
  nChanged 2
		SP:Iteration 75Q (901.730000 sec): 3 clusters
  Score: Raw -11479005.557032 + Penalty 3776.442410 = -11475229.114622
  nChanged 2
		SP:Iteration 76Q (902.420000 sec): 3 clusters
  Score: Raw -11479005.596455 + Penalty 3776.442410 = -11475229.154045
  nChanged 0
		SP:Iteration 77F (903.060000 sec): 3 clusters
  Score: Raw -11479005.596455 + Penalty 3776.442410 = -11475229.154045
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (70348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (903.490000 sec): 2 clusters
  Score: Raw -7186344.659677 + Penalty 1813.696565 = -7184530.963112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (904.010000 sec): 3 clusters
  Score: Raw -7141224.608708 + Penalty 3627.393131 = -7137597.215577
  nChanged 33401
		SP:Iteration 1F (904.480000 sec): 3 clusters
  Score: Raw -7165704.350614 + Penalty 3627.393131 = -7162076.957483
  nChanged 6379
		SP:Iteration 2F (904.940000 sec): 3 clusters
  Score: Raw -7171589.121928 + Penalty 3627.393131 = -7167961.728798
  nChanged 6233
		SP:Iteration 3F (905.520000 sec): 3 clusters
  Score: Raw -7176243.138445 + Penalty 3627.393131 = -7172615.745315
  nChanged 5002
		SP:Iteration 4F (906.100000 sec): 3 clusters
  Score: Raw -7178958.598294 + Penalty 3627.393131 = -7175331.205164
  nChanged 3576
		SP:Iteration 5F (906.660000 sec): 3 clusters
  Score: Raw -7180366.299383 + Penalty 3627.393131 = -7176738.906252
  nChanged 2512
		SP:Iteration 6Q (907.230000 sec): 3 clusters
  Score: Raw -7181174.886867 + Penalty 3627.393131 = -7177547.493736
  nChanged 1805
		SP:Iteration 7Q (907.750000 sec): 3 clusters
  Score: Raw -7181695.993822 + Penalty 3627.393131 = -7178068.600691
  nChanged 1445
		SP:Iteration 8Q (908.240000 sec): 3 clusters
  Score: Raw -7182097.217634 + Penalty 3627.393131 = -7178469.824504
  nChanged 1364
		SP:Iteration 9Q (908.790000 sec): 3 clusters
  Score: Raw -7182467.682484 + Penalty 3627.393131 = -7178840.289354
  nChanged 1247
		SP:Iteration 10Q (909.270000 sec): 3 clusters
  Score: Raw -7182799.658139 + Penalty 3627.393131 = -7179172.265009
  nChanged 1216
		SP:Iteration 11Q (909.820000 sec): 3 clusters
  Score: Raw -7183150.605650 + Penalty 3627.393131 = -7179523.212520
  nChanged 1286
		SP:Iteration 12Q (910.290000 sec): 3 clusters
  Score: Raw -7183557.140096 + Penalty 3627.393131 = -7179929.746965
  nChanged 1339
		SP:Iteration 13Q (910.810000 sec): 3 clusters
  Score: Raw -7184041.112650 + Penalty 3627.393131 = -7180413.719519
  nChanged 1437
		SP:Iteration 14Q (911.340000 sec): 3 clusters
  Score: Raw -7184684.369820 + Penalty 3627.393131 = -7181056.976689
  nChanged 1694
		SP:Iteration 15Q (911.910000 sec): 3 clusters
  Score: Raw -7185681.740583 + Penalty 3627.393131 = -7182054.347452
  nChanged 2053
		SP:Iteration 16Q (912.410000 sec): 3 clusters
  Score: Raw -7187494.810461 + Penalty 3627.393131 = -7183867.417330
  nChanged 2670
		SP:Iteration 17Q (912.920000 sec): 3 clusters
  Score: Raw -7191109.295183 + Penalty 3627.393131 = -7187481.902052
  nChanged 3309
		SP:Iteration 18Q (913.380000 sec): 3 clusters
  Score: Raw -7196688.460657 + Penalty 3627.393131 = -7193061.067526
  nChanged 3125
		SP:Iteration 19Q (913.860000 sec): 3 clusters
  Score: Raw -7200782.093717 + Penalty 3627.393131 = -7197154.700587
  nChanged 2158
		SP:Iteration 20F (914.350000 sec): 3 clusters
  Score: Raw -7202304.448568 + Penalty 3627.393131 = -7198677.055438
  nChanged 1180
		SP:Iteration 21Q (914.860000 sec): 3 clusters
  Score: Raw -7202746.307789 + Penalty 3627.393131 = -7199118.914659
  nChanged 664
		SP:Iteration 22Q (915.340000 sec): 3 clusters
  Score: Raw -7202881.876313 + Penalty 3627.393131 = -7199254.483183
  nChanged 343
		SP:Iteration 23Q (915.860000 sec): 3 clusters
  Score: Raw -7202925.325386 + Penalty 3627.393131 = -7199297.932255
  nChanged 187
		SP:Iteration 24Q (916.310000 sec): 3 clusters
  Score: Raw -7202941.241850 + Penalty 3627.393131 = -7199313.848719
  nChanged 117
		SP:Iteration 25Q (916.790000 sec): 3 clusters
  Score: Raw -7202949.942928 + Penalty 3627.393131 = -7199322.549797
  nChanged 91
		SP:Iteration 26Q (917.310000 sec): 3 clusters
  Score: Raw -7202955.539388 + Penalty 3627.393131 = -7199328.146258
  nChanged 73
		SP:Iteration 27Q (917.830000 sec): 3 clusters
  Score: Raw -7202958.865503 + Penalty 3627.393131 = -7199331.472373
  nChanged 45
		SP:Iteration 28Q (918.350000 sec): 3 clusters
  Score: Raw -7202960.762131 + Penalty 3627.393131 = -7199333.369000
  nChanged 36
		SP:Iteration 29Q (918.860000 sec): 3 clusters
  Score: Raw -7202962.337866 + Penalty 3627.393131 = -7199334.944735
  nChanged 38
		SP:Iteration 30Q (919.280000 sec): 3 clusters
  Score: Raw -7202963.737445 + Penalty 3627.393131 = -7199336.344314
  nChanged 28
		SP:Iteration 31Q (919.700000 sec): 3 clusters
  Score: Raw -7202964.461717 + Penalty 3627.393131 = -7199337.068587
  nChanged 14
		SP:Iteration 32Q (920.170000 sec): 3 clusters
  Score: Raw -7202964.843192 + Penalty 3627.393131 = -7199337.450061
  nChanged 15
		SP:Iteration 33Q (920.620000 sec): 3 clusters
  Score: Raw -7202965.176991 + Penalty 3627.393131 = -7199337.783860
  nChanged 12
		SP:Iteration 34Q (921.130000 sec): 3 clusters
  Score: Raw -7202965.516268 + Penalty 3627.393131 = -7199338.123137
  nChanged 10
		SP:Iteration 35Q (921.650000 sec): 3 clusters
  Score: Raw -7202965.743816 + Penalty 3627.393131 = -7199338.350685
  nChanged 10
		SP:Iteration 36Q (922.160000 sec): 3 clusters
  Score: Raw -7202966.002036 + Penalty 3627.393131 = -7199338.608905
  nChanged 14
		SP:Iteration 37Q (922.710000 sec): 3 clusters
  Score: Raw -7202966.216972 + Penalty 3627.393131 = -7199338.823841
  nChanged 6
		SP:Iteration 38Q (923.180000 sec): 3 clusters
  Score: Raw -7202966.327088 + Penalty 3627.393131 = -7199338.933958
  nChanged 5
		SP:Iteration 39Q (923.610000 sec): 3 clusters
  Score: Raw -7202966.399338 + Penalty 3627.393131 = -7199339.006207
  nChanged 4
		SP:Iteration 40F (924.130000 sec): 3 clusters
  Score: Raw -7202966.458277 + Penalty 3627.393131 = -7199339.065146
  nChanged 3
		SP:Iteration 41Q (924.750000 sec): 3 clusters
  Score: Raw -7202966.498603 + Penalty 3627.393131 = -7199339.105472
  nChanged 2
		SP:Iteration 42Q (925.320000 sec): 3 clusters
  Score: Raw -7202966.529838 + Penalty 3627.393131 = -7199339.136707
  nChanged 2
		SP:Iteration 43Q (925.810000 sec): 3 clusters
  Score: Raw -7202966.552944 + Penalty 3627.393131 = -7199339.159813
  nChanged 0
		SP:Iteration 44F (926.260000 sec): 3 clusters
  Score: Raw -7202966.552944 + Penalty 3627.393131 = -7199339.159813
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (34546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (926.450000 sec): 2 clusters
  Score: Raw -3451733.008694 + Penalty 1698.132645 = -3450034.876048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (926.880000 sec): 3 clusters
  Score: Raw -3430305.017420 + Penalty 3396.265291 = -3426908.752130
  nChanged 16201
		SP:Iteration 1F (927.200000 sec): 3 clusters
  Score: Raw -3440397.275227 + Penalty 3396.265291 = -3437001.009937
  nChanged 2260
		SP:Iteration 2F (927.500000 sec): 3 clusters
  Score: Raw -3441843.052277 + Penalty 3396.265291 = -3438446.786987
  nChanged 2408
		SP:Iteration 3F (927.890000 sec): 3 clusters
  Score: Raw -3443509.096080 + Penalty 3396.265291 = -3440112.830789
  nChanged 2570
		SP:Iteration 4F (928.190000 sec): 3 clusters
  Score: Raw -3445340.743489 + Penalty 3396.265291 = -3441944.478198
  nChanged 2746
		SP:Iteration 5F (928.530000 sec): 3 clusters
  Score: Raw -3447749.704950 + Penalty 3396.265291 = -3444353.439659
  nChanged 3066
		SP:Iteration 6F (928.850000 sec): 3 clusters
  Score: Raw -3451281.677040 + Penalty 3396.265291 = -3447885.411749
  nChanged 3130
		SP:Iteration 7F (929.190000 sec): 3 clusters
  Score: Raw -3454946.937511 + Penalty 3396.265291 = -3451550.672221
  nChanged 2453
		SP:Iteration 8F (929.480000 sec): 3 clusters
  Score: Raw -3457399.450655 + Penalty 3396.265291 = -3454003.185364
  nChanged 1621
		SP:Iteration 9Q (929.770000 sec): 3 clusters
  Score: Raw -3458587.455761 + Penalty 3396.265291 = -3455191.190470
  nChanged 1027
		SP:Iteration 10Q (930.090000 sec): 3 clusters
  Score: Raw -3459169.263148 + Penalty 3396.265291 = -3455772.997858
  nChanged 705
		SP:Iteration 11Q (930.390000 sec): 3 clusters
  Score: Raw -3459522.337418 + Penalty 3396.265291 = -3456126.072127
  nChanged 561
		SP:Iteration 12Q (930.720000 sec): 3 clusters
  Score: Raw -3459755.878411 + Penalty 3396.265291 = -3456359.613120
  nChanged 422
		SP:Iteration 13Q (931.010000 sec): 3 clusters
  Score: Raw -3459901.550459 + Penalty 3396.265291 = -3456505.285168
  nChanged 328
		SP:Iteration 14Q (931.320000 sec): 3 clusters
  Score: Raw -3459998.311367 + Penalty 3396.265291 = -3456602.046076
  nChanged 249
		SP:Iteration 15Q (931.650000 sec): 3 clusters
  Score: Raw -3460057.487995 + Penalty 3396.265291 = -3456661.222704
  nChanged 173
		SP:Iteration 16Q (931.950000 sec): 3 clusters
  Score: Raw -3460089.376321 + Penalty 3396.265291 = -3456693.111030
  nChanged 155
		SP:Iteration 17Q (932.280000 sec): 3 clusters
  Score: Raw -3460116.965408 + Penalty 3396.265291 = -3456720.700117
  nChanged 155
		SP:Iteration 18Q (932.600000 sec): 3 clusters
  Score: Raw -3460145.088788 + Penalty 3396.265291 = -3456748.823497
  nChanged 149
		SP:Iteration 19Q (932.920000 sec): 3 clusters
  Score: Raw -3460170.139066 + Penalty 3396.265291 = -3456773.873776
  nChanged 152
		SP:Iteration 20F (933.250000 sec): 3 clusters
  Score: Raw -3460191.740378 + Penalty 3396.265291 = -3456795.475087
  nChanged 117
		SP:Iteration 21Q (933.610000 sec): 3 clusters
  Score: Raw -3460206.401321 + Penalty 3396.265291 = -3456810.136030
  nChanged 111
		SP:Iteration 22Q (933.930000 sec): 3 clusters
  Score: Raw -3460218.633139 + Penalty 3396.265291 = -3456822.367848
  nChanged 98
		SP:Iteration 23Q (934.250000 sec): 3 clusters
  Score: Raw -3460228.083776 + Penalty 3396.265291 = -3456831.818486
  nChanged 92
		SP:Iteration 24Q (934.630000 sec): 3 clusters
  Score: Raw -3460235.964448 + Penalty 3396.265291 = -3456839.699157
  nChanged 71
		SP:Iteration 25Q (934.980000 sec): 3 clusters
  Score: Raw -3460241.257132 + Penalty 3396.265291 = -3456844.991842
  nChanged 63
		SP:Iteration 26Q (935.300000 sec): 3 clusters
  Score: Raw -3460246.824000 + Penalty 3396.265291 = -3456850.558710
  nChanged 83
		SP:Iteration 27Q (935.650000 sec): 3 clusters
  Score: Raw -3460254.730060 + Penalty 3396.265291 = -3456858.464770
  nChanged 74
		SP:Iteration 28Q (935.990000 sec): 3 clusters
  Score: Raw -3460260.495786 + Penalty 3396.265291 = -3456864.230495
  nChanged 79
		SP:Iteration 29Q (936.380000 sec): 3 clusters
  Score: Raw -3460267.320355 + Penalty 3396.265291 = -3456871.055064
  nChanged 85
		SP:Iteration 30Q (936.690000 sec): 3 clusters
  Score: Raw -3460275.662591 + Penalty 3396.265291 = -3456879.397300
  nChanged 86
		SP:Iteration 31Q (936.980000 sec): 3 clusters
  Score: Raw -3460284.309788 + Penalty 3396.265291 = -3456888.044498
  nChanged 91
		SP:Iteration 32Q (937.370000 sec): 3 clusters
  Score: Raw -3460293.273503 + Penalty 3396.265291 = -3456897.008213
  nChanged 75
		SP:Iteration 33Q (937.730000 sec): 3 clusters
  Score: Raw -3460299.797094 + Penalty 3396.265291 = -3456903.531803
  nChanged 69
		SP:Iteration 34Q (938.060000 sec): 3 clusters
  Score: Raw -3460305.249058 + Penalty 3396.265291 = -3456908.983767
  nChanged 67
		SP:Iteration 35Q (938.400000 sec): 3 clusters
  Score: Raw -3460310.572886 + Penalty 3396.265291 = -3456914.307595
  nChanged 74
		SP:Iteration 36Q (938.780000 sec): 3 clusters
  Score: Raw -3460316.506154 + Penalty 3396.265291 = -3456920.240863
  nChanged 73
		SP:Iteration 37Q (939.100000 sec): 3 clusters
  Score: Raw -3460322.467691 + Penalty 3396.265291 = -3456926.202400
  nChanged 80
		SP:Iteration 38Q (939.420000 sec): 3 clusters
  Score: Raw -3460328.916366 + Penalty 3396.265291 = -3456932.651075
  nChanged 73
		SP:Iteration 39Q (939.800000 sec): 3 clusters
  Score: Raw -3460335.596932 + Penalty 3396.265291 = -3456939.331642
  nChanged 84
		SP:Iteration 40F (940.120000 sec): 3 clusters
  Score: Raw -3460343.938018 + Penalty 3396.265291 = -3456947.672727
  nChanged 80
		SP:Iteration 41Q (940.460000 sec): 3 clusters
  Score: Raw -3460350.631328 + Penalty 3396.265291 = -3456954.366037
  nChanged 78
		SP:Iteration 42Q (940.760000 sec): 3 clusters
  Score: Raw -3460356.716418 + Penalty 3396.265291 = -3456960.451127
  nChanged 63
		SP:Iteration 43Q (941.120000 sec): 3 clusters
  Score: Raw -3460361.390972 + Penalty 3396.265291 = -3456965.125681
  nChanged 71
		SP:Iteration 44Q (941.470000 sec): 3 clusters
  Score: Raw -3460366.231759 + Penalty 3396.265291 = -3456969.966469
  nChanged 57
		SP:Iteration 45Q (941.880000 sec): 3 clusters
  Score: Raw -3460369.843199 + Penalty 3396.265291 = -3456973.577908
  nChanged 52
		SP:Iteration 46Q (942.190000 sec): 3 clusters
  Score: Raw -3460372.935803 + Penalty 3396.265291 = -3456976.670512
  nChanged 46
		SP:Iteration 47Q (942.550000 sec): 3 clusters
  Score: Raw -3460375.972165 + Penalty 3396.265291 = -3456979.706874
  nChanged 47
		SP:Iteration 48Q (942.890000 sec): 3 clusters
  Score: Raw -3460378.946815 + Penalty 3396.265291 = -3456982.681524
  nChanged 43
		SP:Iteration 49Q (943.220000 sec): 3 clusters
  Score: Raw -3460380.904204 + Penalty 3396.265291 = -3456984.638913
  nChanged 31
		SP:Iteration 50Q (943.530000 sec): 3 clusters
  Score: Raw -3460382.673462 + Penalty 3396.265291 = -3456986.408171
  nChanged 26
		SP:Iteration 51Q (943.810000 sec): 3 clusters
  Score: Raw -3460383.933607 + Penalty 3396.265291 = -3456987.668317
  nChanged 29
		SP:Iteration 52Q (944.180000 sec): 3 clusters
  Score: Raw -3460385.659257 + Penalty 3396.265291 = -3456989.393966
  nChanged 37
		SP:Iteration 53Q (944.530000 sec): 3 clusters
  Score: Raw -3460387.555135 + Penalty 3396.265291 = -3456991.289844
  nChanged 27
		SP:Iteration 54Q (944.860000 sec): 3 clusters
  Score: Raw -3460388.549974 + Penalty 3396.265291 = -3456992.284683
  nChanged 20
		SP:Iteration 55Q (945.230000 sec): 3 clusters
  Score: Raw -3460389.435865 + Penalty 3396.265291 = -3456993.170574
  nChanged 24
		SP:Iteration 56Q (945.540000 sec): 3 clusters
  Score: Raw -3460390.416331 + Penalty 3396.265291 = -3456994.151040
  nChanged 26
		SP:Iteration 57Q (945.920000 sec): 3 clusters
  Score: Raw -3460391.740751 + Penalty 3396.265291 = -3456995.475461
  nChanged 29
		SP:Iteration 58Q (946.270000 sec): 3 clusters
  Score: Raw -3460393.218194 + Penalty 3396.265291 = -3456996.952903
  nChanged 31
		SP:Iteration 59Q (946.630000 sec): 3 clusters
  Score: Raw -3460394.221535 + Penalty 3396.265291 = -3456997.956244
  nChanged 24
		SP:Iteration 60F (946.960000 sec): 3 clusters
  Score: Raw -3460395.160146 + Penalty 3396.265291 = -3456998.894855
  nChanged 24
		SP:Iteration 61Q (947.360000 sec): 3 clusters
  Score: Raw -3460396.048109 + Penalty 3396.265291 = -3456999.782818
  nChanged 25
		SP:Iteration 62Q (947.750000 sec): 3 clusters
  Score: Raw -3460396.809504 + Penalty 3396.265291 = -3457000.544213
  nChanged 21
		SP:Iteration 63Q (948.140000 sec): 3 clusters
  Score: Raw -3460397.610882 + Penalty 3396.265291 = -3457001.345592
  nChanged 16
		SP:Iteration 64Q (948.500000 sec): 3 clusters
  Score: Raw -3460398.255917 + Penalty 3396.265291 = -3457001.990626
  nChanged 17
		SP:Iteration 65Q (948.830000 sec): 3 clusters
  Score: Raw -3460398.836601 + Penalty 3396.265291 = -3457002.571311
  nChanged 11
		SP:Iteration 66Q (949.130000 sec): 3 clusters
  Score: Raw -3460399.249230 + Penalty 3396.265291 = -3457002.983939
  nChanged 19
		SP:Iteration 67Q (949.470000 sec): 3 clusters
  Score: Raw -3460399.946414 + Penalty 3396.265291 = -3457003.681123
  nChanged 19
		SP:Iteration 68Q (949.760000 sec): 3 clusters
  Score: Raw -3460400.699108 + Penalty 3396.265291 = -3457004.433818
  nChanged 17
		SP:Iteration 69Q (950.060000 sec): 3 clusters
  Score: Raw -3460401.572405 + Penalty 3396.265291 = -3457005.307114
  nChanged 21
		SP:Iteration 70Q (950.440000 sec): 3 clusters
  Score: Raw -3460402.449362 + Penalty 3396.265291 = -3457006.184072
  nChanged 24
		SP:Iteration 71Q (950.750000 sec): 3 clusters
  Score: Raw -3460403.451424 + Penalty 3396.265291 = -3457007.186133
  nChanged 25
		SP:Iteration 72Q (951.070000 sec): 3 clusters
  Score: Raw -3460404.630737 + Penalty 3396.265291 = -3457008.365446
  nChanged 25
		SP:Iteration 73Q (951.450000 sec): 3 clusters
  Score: Raw -3460406.028263 + Penalty 3396.265291 = -3457009.762972
  nChanged 34
		SP:Iteration 74Q (951.780000 sec): 3 clusters
  Score: Raw -3460407.652651 + Penalty 3396.265291 = -3457011.387361
  nChanged 29
		SP:Iteration 75Q (952.120000 sec): 3 clusters
  Score: Raw -3460409.086623 + Penalty 3396.265291 = -3457012.821332
  nChanged 30
		SP:Iteration 76Q (952.460000 sec): 3 clusters
  Score: Raw -3460410.482564 + Penalty 3396.265291 = -3457014.217273
  nChanged 36
		SP:Iteration 77Q (952.790000 sec): 3 clusters
  Score: Raw -3460412.312925 + Penalty 3396.265291 = -3457016.047635
  nChanged 31
		SP:Iteration 78Q (953.100000 sec): 3 clusters
  Score: Raw -3460414.227223 + Penalty 3396.265291 = -3457017.961932
  nChanged 42
		SP:Iteration 79Q (953.450000 sec): 3 clusters
  Score: Raw -3460416.473893 + Penalty 3396.265291 = -3457020.208602
  nChanged 34
		SP:Iteration 80F (953.790000 sec): 3 clusters
  Score: Raw -3460418.263722 + Penalty 3396.265291 = -3457021.998431
  nChanged 30
		SP:Iteration 81Q (954.210000 sec): 3 clusters
  Score: Raw -3460419.724409 + Penalty 3396.265291 = -3457023.459118
  nChanged 25
		SP:Iteration 82Q (954.580000 sec): 3 clusters
  Score: Raw -3460421.186874 + Penalty 3396.265291 = -3457024.921583
  nChanged 26
		SP:Iteration 83Q (954.930000 sec): 3 clusters
  Score: Raw -3460422.603835 + Penalty 3396.265291 = -3457026.338544
  nChanged 23
		SP:Iteration 84Q (955.290000 sec): 3 clusters
  Score: Raw -3460423.528945 + Penalty 3396.265291 = -3457027.263655
  nChanged 15
		SP:Iteration 85Q (955.650000 sec): 3 clusters
  Score: Raw -3460424.070807 + Penalty 3396.265291 = -3457027.805516
  nChanged 21
		SP:Iteration 86Q (956.010000 sec): 3 clusters
  Score: Raw -3460425.019716 + Penalty 3396.265291 = -3457028.754426
  nChanged 27
		SP:Iteration 87Q (956.330000 sec): 3 clusters
  Score: Raw -3460426.173488 + Penalty 3396.265291 = -3457029.908197
  nChanged 22
		SP:Iteration 88Q (956.660000 sec): 3 clusters
  Score: Raw -3460427.152087 + Penalty 3396.265291 = -3457030.886796
  nChanged 25
		SP:Iteration 89Q (956.970000 sec): 3 clusters
  Score: Raw -3460428.377150 + Penalty 3396.265291 = -3457032.111859
  nChanged 26
		SP:Iteration 90Q (957.360000 sec): 3 clusters
  Score: Raw -3460429.683774 + Penalty 3396.265291 = -3457033.418483
  nChanged 18
		SP:Iteration 91Q (957.650000 sec): 3 clusters
  Score: Raw -3460430.338409 + Penalty 3396.265291 = -3457034.073119
  nChanged 18
		SP:Iteration 92Q (957.950000 sec): 3 clusters
  Score: Raw -3460430.962670 + Penalty 3396.265291 = -3457034.697379
  nChanged 17
		SP:Iteration 93Q (958.290000 sec): 3 clusters
  Score: Raw -3460431.483980 + Penalty 3396.265291 = -3457035.218689
  nChanged 17
		SP:Iteration 94Q (958.570000 sec): 3 clusters
  Score: Raw -3460432.001689 + Penalty 3396.265291 = -3457035.736398
  nChanged 14
		SP:Iteration 95Q (958.860000 sec): 3 clusters
  Score: Raw -3460432.405881 + Penalty 3396.265291 = -3457036.140590
  nChanged 15
		SP:Iteration 96Q (959.220000 sec): 3 clusters
  Score: Raw -3460432.874763 + Penalty 3396.265291 = -3457036.609473
  nChanged 9
		SP:Iteration 97Q (959.640000 sec): 3 clusters
  Score: Raw -3460433.118428 + Penalty 3396.265291 = -3457036.853138
  nChanged 8
		SP:Iteration 98Q (960.070000 sec): 3 clusters
  Score: Raw -3460433.305669 + Penalty 3396.265291 = -3457037.040379
  nChanged 9
		SP:Iteration 99Q (960.410000 sec): 3 clusters
  Score: Raw -3460433.555247 + Penalty 3396.265291 = -3457037.289957
  nChanged 6
		SP:Iteration 100F (960.720000 sec): 3 clusters
  Score: Raw -3460433.752728 + Penalty 3396.265291 = -3457037.487437
  nChanged 7
		SP:Iteration 101Q (961.130000 sec): 3 clusters
  Score: Raw -3460433.936348 + Penalty 3396.265291 = -3457037.671057
  nChanged 6
		SP:Iteration 102Q (961.510000 sec): 3 clusters
  Score: Raw -3460434.141460 + Penalty 3396.265291 = -3457037.876169
  nChanged 6
		SP:Iteration 103Q (961.880000 sec): 3 clusters
  Score: Raw -3460434.284344 + Penalty 3396.265291 = -3457038.019053
  nChanged 9
		SP:Iteration 104Q (962.170000 sec): 3 clusters
  Score: Raw -3460434.572418 + Penalty 3396.265291 = -3457038.307128
  nChanged 9
		SP:Iteration 105Q (962.480000 sec): 3 clusters
  Score: Raw -3460434.802623 + Penalty 3396.265291 = -3457038.537332
  nChanged 6
		SP:Iteration 106Q (962.880000 sec): 3 clusters
  Score: Raw -3460434.976642 + Penalty 3396.265291 = -3457038.711351
  nChanged 6
		SP:Iteration 107Q (963.210000 sec): 3 clusters
  Score: Raw -3460435.130902 + Penalty 3396.265291 = -3457038.865612
  nChanged 6
		SP:Iteration 108Q (963.530000 sec): 3 clusters
  Score: Raw -3460435.293561 + Penalty 3396.265291 = -3457039.028270
  nChanged 10
		SP:Iteration 109Q (963.970000 sec): 3 clusters
  Score: Raw -3460435.641972 + Penalty 3396.265291 = -3457039.376681
  nChanged 8
		SP:Iteration 110Q (964.300000 sec): 3 clusters
  Score: Raw -3460435.988028 + Penalty 3396.265291 = -3457039.722737
  nChanged 13
		SP:Iteration 111Q (964.590000 sec): 3 clusters
  Score: Raw -3460436.645600 + Penalty 3396.265291 = -3457040.380309
  nChanged 10
		SP:Iteration 112Q (964.870000 sec): 3 clusters
  Score: Raw -3460437.267762 + Penalty 3396.265291 = -3457041.002472
  nChanged 14
		SP:Iteration 113Q (965.180000 sec): 3 clusters
  Score: Raw -3460437.850281 + Penalty 3396.265291 = -3457041.584990
  nChanged 12
		SP:Iteration 114Q (965.530000 sec): 3 clusters
  Score: Raw -3460438.234645 + Penalty 3396.265291 = -3457041.969355
  nChanged 12
		SP:Iteration 115Q (965.890000 sec): 3 clusters
  Score: Raw -3460438.597462 + Penalty 3396.265291 = -3457042.332171
  nChanged 9
		SP:Iteration 116Q (966.210000 sec): 3 clusters
  Score: Raw -3460438.840194 + Penalty 3396.265291 = -3457042.574903
  nChanged 3
		SP:Iteration 117Q (966.610000 sec): 3 clusters
  Score: Raw -3460438.933631 + Penalty 3396.265291 = -3457042.668341
  nChanged 7
		SP:Iteration 118Q (966.960000 sec): 3 clusters
  Score: Raw -3460439.090039 + Penalty 3396.265291 = -3457042.824748
  nChanged 5
		SP:Iteration 119Q (967.290000 sec): 3 clusters
  Score: Raw -3460439.228435 + Penalty 3396.265291 = -3457042.963144
  nChanged 4
		SP:Iteration 120F (967.630000 sec): 3 clusters
  Score: Raw -3460439.329551 + Penalty 3396.265291 = -3457043.064260
  nChanged 4
		SP:Iteration 121Q (967.990000 sec): 3 clusters
  Score: Raw -3460439.424076 + Penalty 3396.265291 = -3457043.158785
  nChanged 4
		SP:Iteration 122Q (968.290000 sec): 3 clusters
  Score: Raw -3460439.517712 + Penalty 3396.265291 = -3457043.252422
  nChanged 3
		SP:Iteration 123Q (968.610000 sec): 3 clusters
  Score: Raw -3460439.565540 + Penalty 3396.265291 = -3457043.300249
  nChanged 0
		SP:Iteration 124F (968.960000 sec): 3 clusters
  Score: Raw -3460439.565540 + Penalty 3396.265291 = -3457043.300249
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (18621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (969.150000 sec): 2 clusters
  Score: Raw -1892002.081354 + Penalty 1597.707354 = -1890404.374000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (969.350000 sec): 3 clusters
  Score: Raw -1881011.356651 + Penalty 3195.414708 = -1877815.941943
  nChanged 8390
		SP:Iteration 1F (969.600000 sec): 3 clusters
  Score: Raw -1888388.610193 + Penalty 3195.414708 = -1885193.195485
  nChanged 2443
		SP:Iteration 2F (969.860000 sec): 3 clusters
  Score: Raw -1894257.083593 + Penalty 3195.414708 = -1891061.668886
  nChanged 2927
		SP:Iteration 3F (970.080000 sec): 3 clusters
  Score: Raw -1899644.979054 + Penalty 3195.414708 = -1896449.564346
  nChanged 1857
		SP:Iteration 4F (970.360000 sec): 3 clusters
  Score: Raw -1901706.765474 + Penalty 3195.414708 = -1898511.350766
  nChanged 897
		SP:Iteration 5Q (970.620000 sec): 3 clusters
  Score: Raw -1902556.009419 + Penalty 3195.414708 = -1899360.594711
  nChanged 513
		SP:Iteration 6Q (970.920000 sec): 3 clusters
  Score: Raw -1903029.023582 + Penalty 3195.414708 = -1899833.608874
  nChanged 334
		SP:Iteration 7Q (971.240000 sec): 3 clusters
  Score: Raw -1903334.087917 + Penalty 3195.414708 = -1900138.673209
  nChanged 251
		SP:Iteration 8Q (971.480000 sec): 3 clusters
  Score: Raw -1903612.941952 + Penalty 3195.414708 = -1900417.527244
  nChanged 198
		SP:Iteration 9Q (971.740000 sec): 3 clusters
  Score: Raw -1903875.992920 + Penalty 3195.414708 = -1900680.578212
  nChanged 170
		SP:Iteration 10Q (971.990000 sec): 3 clusters
  Score: Raw -1904135.778764 + Penalty 3195.414708 = -1900940.364056
  nChanged 152
		SP:Iteration 11Q (972.230000 sec): 3 clusters
  Score: Raw -1904429.108696 + Penalty 3195.414708 = -1901233.693988
  nChanged 116
		SP:Iteration 12Q (972.470000 sec): 3 clusters
  Score: Raw -1904656.913541 + Penalty 3195.414708 = -1901461.498833
  nChanged 86
		SP:Iteration 13Q (972.740000 sec): 3 clusters
  Score: Raw -1904757.046274 + Penalty 3195.414708 = -1901561.631566
  nChanged 62
		SP:Iteration 14Q (972.950000 sec): 3 clusters
  Score: Raw -1904801.221502 + Penalty 3195.414708 = -1901605.806794
  nChanged 45
		SP:Iteration 15Q (973.220000 sec): 3 clusters
  Score: Raw -1904823.296468 + Penalty 3195.414708 = -1901627.881760
  nChanged 27
		SP:Iteration 16Q (973.470000 sec): 3 clusters
  Score: Raw -1904831.113918 + Penalty 3195.414708 = -1901635.699210
  nChanged 11
		SP:Iteration 17Q (973.700000 sec): 3 clusters
  Score: Raw -1904833.086233 + Penalty 3195.414708 = -1901637.671525
  nChanged 3
		SP:Iteration 18Q (974.010000 sec): 3 clusters
  Score: Raw -1904833.531873 + Penalty 3195.414708 = -1901638.117165
  nChanged 1
		SP:Iteration 19Q (974.260000 sec): 3 clusters
  Score: Raw -1904833.742660 + Penalty 3195.414708 = -1901638.327953
  nChanged 1
		SP:Iteration 20F (974.560000 sec): 3 clusters
  Score: Raw -1904836.023478 + Penalty 3195.414708 = -1901640.608770
  nChanged 1
		SP:Iteration 21Q (974.810000 sec): 3 clusters
  Score: Raw -1904836.464423 + Penalty 3195.414708 = -1901641.049715
  nChanged 3
		SP:Iteration 22Q (975.030000 sec): 3 clusters
  Score: Raw -1904837.007040 + Penalty 3195.414708 = -1901641.592332
  nChanged 3
		SP:Iteration 23Q (975.260000 sec): 3 clusters
  Score: Raw -1904837.502140 + Penalty 3195.414708 = -1901642.087432
  nChanged 4
		SP:Iteration 24Q (975.530000 sec): 3 clusters
  Score: Raw -1904838.215046 + Penalty 3195.414708 = -1901642.800338
  nChanged 2
		SP:Iteration 25Q (975.810000 sec): 3 clusters
  Score: Raw -1904838.332986 + Penalty 3195.414708 = -1901642.918278
  nChanged 1
		SP:Iteration 26Q (976.120000 sec): 3 clusters
  Score: Raw -1904838.388380 + Penalty 3195.414708 = -1901642.973672
  nChanged 0
		SP:Iteration 27F (976.330000 sec): 3 clusters
  Score: Raw -1904838.388380 + Penalty 3195.414708 = -1901642.973672
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (7647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (976.510000 sec): 2 clusters
  Score: Raw -793559.105131 + Penalty 1453.086163 = -792106.018968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (976.690000 sec): 3 clusters
  Score: Raw -789355.707254 + Penalty 2906.172325 = -786449.534928
  nChanged 3203
		SP:Iteration 1F (976.890000 sec): 3 clusters
  Score: Raw -791253.215611 + Penalty 2906.172325 = -788347.043286
  nChanged 637
		SP:Iteration 2F (977.130000 sec): 3 clusters
  Score: Raw -791787.831880 + Penalty 2906.172325 = -788881.659555
  nChanged 637
		SP:Iteration 3F (977.360000 sec): 3 clusters
  Score: Raw -792339.993821 + Penalty 2906.172325 = -789433.821496
  nChanged 630
		SP:Iteration 4F (977.560000 sec): 3 clusters
  Score: Raw -792879.744223 + Penalty 2906.172325 = -789973.571898
  nChanged 550
		SP:Iteration 5F (977.770000 sec): 3 clusters
  Score: Raw -793328.067178 + Penalty 2906.172325 = -790421.894853
  nChanged 409
		SP:Iteration 6F (977.970000 sec): 3 clusters
  Score: Raw -793666.372573 + Penalty 2906.172325 = -790760.200247
  nChanged 286
		SP:Iteration 7Q (978.200000 sec): 3 clusters
  Score: Raw -793908.961967 + Penalty 2906.172325 = -791002.789642
  nChanged 203
		SP:Iteration 8Q (978.370000 sec): 3 clusters
  Score: Raw -794061.179128 + Penalty 2906.172325 = -791155.006803
  nChanged 132
		SP:Iteration 9Q (978.600000 sec): 3 clusters
  Score: Raw -794134.771355 + Penalty 2906.172325 = -791228.599029
  nChanged 81
		SP:Iteration 10Q (978.740000 sec): 3 clusters
  Score: Raw -794171.536350 + Penalty 2906.172325 = -791265.364025
  nChanged 60
		SP:Iteration 11Q (978.950000 sec): 3 clusters
  Score: Raw -794195.925960 + Penalty 2906.172325 = -791289.753635
  nChanged 43
		SP:Iteration 12Q (979.160000 sec): 3 clusters
  Score: Raw -794214.295362 + Penalty 2906.172325 = -791308.123037
  nChanged 34
		SP:Iteration 13Q (979.320000 sec): 3 clusters
  Score: Raw -794224.644818 + Penalty 2906.172325 = -791318.472493
  nChanged 26
		SP:Iteration 14Q (979.520000 sec): 3 clusters
  Score: Raw -794232.560746 + Penalty 2906.172325 = -791326.388421
  nChanged 23
		SP:Iteration 15Q (979.760000 sec): 3 clusters
  Score: Raw -794239.886104 + Penalty 2906.172325 = -791333.713779
  nChanged 20
		SP:Iteration 16Q (979.980000 sec): 3 clusters
  Score: Raw -794244.736807 + Penalty 2906.172325 = -791338.564482
  nChanged 15
		SP:Iteration 17Q (980.210000 sec): 3 clusters
  Score: Raw -794247.992518 + Penalty 2906.172325 = -791341.820193
  nChanged 6
		SP:Iteration 18Q (980.440000 sec): 3 clusters
  Score: Raw -794250.020452 + Penalty 2906.172325 = -791343.848127
  nChanged 4
		SP:Iteration 19Q (980.630000 sec): 3 clusters
  Score: Raw -794251.931754 + Penalty 2906.172325 = -791345.759429
  nChanged 10
		SP:Iteration 20F (980.860000 sec): 3 clusters
  Score: Raw -794255.941932 + Penalty 2906.172325 = -791349.769606
  nChanged 8
		SP:Iteration 21Q (981.020000 sec): 3 clusters
  Score: Raw -794258.404939 + Penalty 2906.172325 = -791352.232614
  nChanged 6
		SP:Iteration 22Q (981.240000 sec): 3 clusters
  Score: Raw -794260.368271 + Penalty 2906.172325 = -791354.195946
  nChanged 6
		SP:Iteration 23Q (981.370000 sec): 3 clusters
  Score: Raw -794262.081330 + Penalty 2906.172325 = -791355.909005
  nChanged 4
		SP:Iteration 24Q (981.520000 sec): 3 clusters
  Score: Raw -794262.923704 + Penalty 2906.172325 = -791356.751378
  nChanged 3
		SP:Iteration 25Q (981.750000 sec): 3 clusters
  Score: Raw -794263.511018 + Penalty 2906.172325 = -791357.338693
  nChanged 3
		SP:Iteration 26Q (981.940000 sec): 3 clusters
  Score: Raw -794264.764324 + Penalty 2906.172325 = -791358.591999
  nChanged 4
		SP:Iteration 27Q (982.150000 sec): 3 clusters
  Score: Raw -794265.986689 + Penalty 2906.172325 = -791359.814364
  nChanged 8
		SP:Iteration 28Q (982.320000 sec): 3 clusters
  Score: Raw -794267.875987 + Penalty 2906.172325 = -791361.703662
  nChanged 7
		SP:Iteration 29Q (982.540000 sec): 3 clusters
  Score: Raw -794270.457005 + Penalty 2906.172325 = -791364.284679
  nChanged 17
		SP:Iteration 30Q (982.760000 sec): 3 clusters
  Score: Raw -794281.405949 + Penalty 2906.172325 = -791375.233623
  nChanged 19
		SP:Iteration 31Q (982.950000 sec): 3 clusters
  Score: Raw -794292.859562 + Penalty 2906.172325 = -791386.687236
  nChanged 22
		SP:Iteration 32Q (983.140000 sec): 3 clusters
  Score: Raw -794314.034172 + Penalty 2906.172325 = -791407.861847
  nChanged 34
		SP:Iteration 33Q (983.350000 sec): 3 clusters
  Score: Raw -794348.689606 + Penalty 2906.172325 = -791442.517281
  nChanged 33
		SP:Iteration 34Q (983.560000 sec): 3 clusters
  Score: Raw -794373.638432 + Penalty 2906.172325 = -791467.466107
  nChanged 33
		SP:Iteration 35Q (983.760000 sec): 3 clusters
  Score: Raw -794391.243633 + Penalty 2906.172325 = -791485.071308
  nChanged 30
		SP:Iteration 36Q (984.020000 sec): 3 clusters
  Score: Raw -794402.104783 + Penalty 2906.172325 = -791495.932458
  nChanged 19
		SP:Iteration 37Q (984.170000 sec): 3 clusters
  Score: Raw -794406.944440 + Penalty 2906.172325 = -791500.772115
  nChanged 13
		SP:Iteration 38Q (984.380000 sec): 3 clusters
  Score: Raw -794409.757803 + Penalty 2906.172325 = -791503.585477
  nChanged 13
		SP:Iteration 39Q (984.560000 sec): 3 clusters
  Score: Raw -794412.437906 + Penalty 2906.172325 = -791506.265581
  nChanged 7
		SP:Iteration 40F (984.740000 sec): 3 clusters
  Score: Raw -794413.817390 + Penalty 2906.172325 = -791507.645065
  nChanged 4
		SP:Iteration 41Q (984.980000 sec): 3 clusters
  Score: Raw -794414.423340 + Penalty 2906.172325 = -791508.251015
  nChanged 5
		SP:Iteration 42Q (985.160000 sec): 3 clusters
  Score: Raw -794415.926211 + Penalty 2906.172325 = -791509.753886
  nChanged 6
		SP:Iteration 43Q (985.300000 sec): 3 clusters
  Score: Raw -794417.054111 + Penalty 2906.172325 = -791510.881786
  nChanged 2
		SP:Iteration 44Q (985.490000 sec): 3 clusters
  Score: Raw -794417.263604 + Penalty 2906.172325 = -791511.091279
  nChanged 3
		SP:Iteration 45Q (985.730000 sec): 3 clusters
  Score: Raw -794418.077998 + Penalty 2906.172325 = -791511.905673
  nChanged 4
		SP:Iteration 46Q (985.940000 sec): 3 clusters
  Score: Raw -794418.739769 + Penalty 2906.172325 = -791512.567443
  nChanged 2
		SP:Iteration 47Q (986.080000 sec): 3 clusters
  Score: Raw -794419.253120 + Penalty 2906.172325 = -791513.080795
  nChanged 1
		SP:Iteration 48Q (986.270000 sec): 3 clusters
  Score: Raw -794419.439022 + Penalty 2906.172325 = -791513.266697
  nChanged 1
		SP:Iteration 49Q (986.500000 sec): 3 clusters
  Score: Raw -794419.554719 + Penalty 2906.172325 = -791513.382393
  nChanged 2
		SP:Iteration 50Q (986.740000 sec): 3 clusters
  Score: Raw -794419.789094 + Penalty 2906.172325 = -791513.616769
  nChanged 2
		SP:Iteration 51Q (986.950000 sec): 3 clusters
  Score: Raw -794420.193368 + Penalty 2906.172325 = -791514.021043
  nChanged 2
		SP:Iteration 52Q (987.150000 sec): 3 clusters
  Score: Raw -794420.661077 + Penalty 2906.172325 = -791514.488751
  nChanged 1
		SP:Iteration 53Q (987.330000 sec): 3 clusters
  Score: Raw -794420.745108 + Penalty 2906.172325 = -791514.572783
  nChanged 1
		SP:Iteration 54Q (987.520000 sec): 3 clusters
  Score: Raw -794420.818852 + Penalty 2906.172325 = -791514.646527
  nChanged 3
		SP:Iteration 55Q (987.720000 sec): 3 clusters
  Score: Raw -794421.920173 + Penalty 2906.172325 = -791515.747848
  nChanged 4
		SP:Iteration 56Q (987.910000 sec): 3 clusters
  Score: Raw -794422.994840 + Penalty 2906.172325 = -791516.822515
  nChanged 4
		SP:Iteration 57Q (988.110000 sec): 3 clusters
  Score: Raw -794423.688250 + Penalty 2906.172325 = -791517.515925
  nChanged 4
		SP:Iteration 58Q (988.320000 sec): 3 clusters
  Score: Raw -794424.315837 + Penalty 2906.172325 = -791518.143512
  nChanged 2
		SP:Iteration 59Q (988.510000 sec): 3 clusters
  Score: Raw -794424.552115 + Penalty 2906.172325 = -791518.379789
  nChanged 0
		SP:Iteration 60F (988.720000 sec): 3 clusters
  Score: Raw -794424.552115 + Penalty 2906.172325 = -791518.379789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (424092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (990.910000 sec): 2 clusters
  Score: Raw -44326406.223119 + Penalty 2105.627175 = -44324300.595944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (993.130000 sec): 3 clusters
  Score: Raw -44041310.521435 + Penalty 4211.254350 = -44037099.267085
  nChanged 207537
		SP:Iteration 1F (995.210000 sec): 3 clusters
  Score: Raw -44166895.938239 + Penalty 4211.254350 = -44162684.683889
  nChanged 14448
		SP:Iteration 2Q (997.490000 sec): 3 clusters
  Score: Raw -44171188.255997 + Penalty 4211.254350 = -44166977.001648
  nChanged 18611
		SP:Iteration 3Q (999.740000 sec): 3 clusters
  Score: Raw -44178791.250996 + Penalty 4211.254350 = -44174579.996646
  nChanged 24572
		SP:Iteration 4F (1001.760000 sec): 3 clusters
  Score: Raw -44191866.670153 + Penalty 4211.254350 = -44187655.415803
  nChanged 30121
		SP:Iteration 5F (1003.660000 sec): 3 clusters
  Score: Raw -44211091.783464 + Penalty 4211.254350 = -44206880.529115
  nChanged 32959
		SP:Iteration 6F (1005.770000 sec): 3 clusters
  Score: Raw -44234331.216401 + Penalty 4211.254350 = -44230119.962051
  nChanged 30764
		SP:Iteration 7F (1008.190000 sec): 3 clusters
  Score: Raw -44256836.111873 + Penalty 4211.254350 = -44252624.857523
  nChanged 24604
		SP:Iteration 8F (1010.460000 sec): 3 clusters
  Score: Raw -44275449.309286 + Penalty 4211.254350 = -44271238.054936
  nChanged 18079
		SP:Iteration 9Q (1012.880000 sec): 3 clusters
  Score: Raw -44289980.496734 + Penalty 4211.254350 = -44285769.242384
  nChanged 13409
		SP:Iteration 10Q (1014.870000 sec): 3 clusters
  Score: Raw -44300995.971415 + Penalty 4211.254350 = -44296784.717065
  nChanged 10241
		SP:Iteration 11Q (1017.020000 sec): 3 clusters
  Score: Raw -44308749.271550 + Penalty 4211.254350 = -44304538.017200
  nChanged 7838
		SP:Iteration 12Q (1019.180000 sec): 3 clusters
  Score: Raw -44313849.207944 + Penalty 4211.254350 = -44309637.953594
  nChanged 6294
		SP:Iteration 13Q (1021.410000 sec): 3 clusters
  Score: Raw -44317527.146269 + Penalty 4211.254350 = -44313315.891919
  nChanged 5337
		SP:Iteration 14Q (1023.330000 sec): 3 clusters
  Score: Raw -44320340.384992 + Penalty 4211.254350 = -44316129.130642
  nChanged 4577
		SP:Iteration 15Q (1025.160000 sec): 3 clusters
  Score: Raw -44322602.196803 + Penalty 4211.254350 = -44318390.942453
  nChanged 3917
		SP:Iteration 16Q (1027.650000 sec): 3 clusters
  Score: Raw -44324439.293842 + Penalty 4211.254350 = -44320228.039492
  nChanged 3427
		SP:Iteration 17Q (1029.590000 sec): 3 clusters
  Score: Raw -44326015.798209 + Penalty 4211.254350 = -44321804.543859
  nChanged 2986
		SP:Iteration 18Q (1031.650000 sec): 3 clusters
  Score: Raw -44327343.744431 + Penalty 4211.254350 = -44323132.490081
  nChanged 2594
		SP:Iteration 19Q (1033.410000 sec): 3 clusters
  Score: Raw -44328470.639276 + Penalty 4211.254350 = -44324259.384926
  nChanged 2258
		SP:Iteration 20F (1035.600000 sec): 3 clusters
  Score: Raw -44329441.272854 + Penalty 4211.254350 = -44325230.018504
  nChanged 1934
		SP:Iteration 21Q (1037.650000 sec): 3 clusters
  Score: Raw -44330219.436707 + Penalty 4211.254350 = -44326008.182357
  nChanged 1709
		SP:Iteration 22Q (1039.750000 sec): 3 clusters
  Score: Raw -44330863.129160 + Penalty 4211.254350 = -44326651.874810
  nChanged 1492
		SP:Iteration 23Q (1041.660000 sec): 3 clusters
  Score: Raw -44331423.808729 + Penalty 4211.254350 = -44327212.554379
  nChanged 1352
		SP:Iteration 24Q (1043.720000 sec): 3 clusters
  Score: Raw -44331921.902245 + Penalty 4211.254350 = -44327710.647895
  nChanged 1221
		SP:Iteration 25Q (1045.820000 sec): 3 clusters
  Score: Raw -44332351.354362 + Penalty 4211.254350 = -44328140.100012
  nChanged 1059
		SP:Iteration 26Q (1048.130000 sec): 3 clusters
  Score: Raw -44332729.470806 + Penalty 4211.254350 = -44328518.216456
  nChanged 981
		SP:Iteration 27Q (1050.430000 sec): 3 clusters
  Score: Raw -44333064.787367 + Penalty 4211.254350 = -44328853.533017
  nChanged 886
		SP:Iteration 28Q (1052.450000 sec): 3 clusters
  Score: Raw -44333358.180008 + Penalty 4211.254350 = -44329146.925658
  nChanged 806
		SP:Iteration 29Q (1054.280000 sec): 3 clusters
  Score: Raw -44333622.377844 + Penalty 4211.254350 = -44329411.123494
  nChanged 751
		SP:Iteration 30Q (1056.400000 sec): 3 clusters
  Score: Raw -44333864.847696 + Penalty 4211.254350 = -44329653.593346
  nChanged 679
		SP:Iteration 31Q (1058.340000 sec): 3 clusters
  Score: Raw -44334075.995470 + Penalty 4211.254350 = -44329864.741120
  nChanged 579
		SP:Iteration 32Q (1060.330000 sec): 3 clusters
  Score: Raw -44334231.643969 + Penalty 4211.254350 = -44330020.389619
  nChanged 488
		SP:Iteration 33Q (1062.540000 sec): 3 clusters
  Score: Raw -44334350.200840 + Penalty 4211.254350 = -44330138.946490
  nChanged 445
		SP:Iteration 34Q (1064.550000 sec): 3 clusters
  Score: Raw -44334452.611241 + Penalty 4211.254350 = -44330241.356891
  nChanged 392
		SP:Iteration 35Q (1066.500000 sec): 3 clusters
  Score: Raw -44334541.697801 + Penalty 4211.254350 = -44330330.443451
  nChanged 326
		SP:Iteration 36Q (1068.570000 sec): 3 clusters
  Score: Raw -44334612.377652 + Penalty 4211.254350 = -44330401.123303
  nChanged 304
		SP:Iteration 37Q (1070.460000 sec): 3 clusters
  Score: Raw -44334667.482786 + Penalty 4211.254350 = -44330456.228436
  nChanged 242
		SP:Iteration 38Q (1072.350000 sec): 3 clusters
  Score: Raw -44334698.957132 + Penalty 4211.254350 = -44330487.702782
  nChanged 201
		SP:Iteration 39Q (1074.440000 sec): 3 clusters
  Score: Raw -44334722.019163 + Penalty 4211.254350 = -44330510.764813
  nChanged 162
		SP:Iteration 40F (1076.540000 sec): 3 clusters
  Score: Raw -44334741.295697 + Penalty 4211.254350 = -44330530.041347
  nChanged 163
		SP:Iteration 41Q (1078.460000 sec): 3 clusters
  Score: Raw -44334761.725702 + Penalty 4211.254350 = -44330550.471352
  nChanged 149
		SP:Iteration 42Q (1080.300000 sec): 3 clusters
  Score: Raw -44334777.461260 + Penalty 4211.254350 = -44330566.206911
  nChanged 118
		SP:Iteration 43Q (1082.260000 sec): 3 clusters
  Score: Raw -44334787.171816 + Penalty 4211.254350 = -44330575.917466
  nChanged 89
		SP:Iteration 44Q (1084.420000 sec): 3 clusters
  Score: Raw -44334793.545040 + Penalty 4211.254350 = -44330582.290690
  nChanged 74
		SP:Iteration 45Q (1086.170000 sec): 3 clusters
  Score: Raw -44334799.160948 + Penalty 4211.254350 = -44330587.906598
  nChanged 56
		SP:Iteration 46Q (1088.220000 sec): 3 clusters
  Score: Raw -44334802.506478 + Penalty 4211.254350 = -44330591.252128
  nChanged 46
		SP:Iteration 47Q (1090.140000 sec): 3 clusters
  Score: Raw -44334804.889623 + Penalty 4211.254350 = -44330593.635274
  nChanged 31
		SP:Iteration 48Q (1092.680000 sec): 3 clusters
  Score: Raw -44334806.362205 + Penalty 4211.254350 = -44330595.107856
  nChanged 25
		SP:Iteration 49Q (1094.910000 sec): 3 clusters
  Score: Raw -44334807.576328 + Penalty 4211.254350 = -44330596.321978
  nChanged 27
		SP:Iteration 50Q (1096.690000 sec): 3 clusters
  Score: Raw -44334808.755344 + Penalty 4211.254350 = -44330597.500994
  nChanged 27
		SP:Iteration 51Q (1098.490000 sec): 3 clusters
  Score: Raw -44334810.295292 + Penalty 4211.254350 = -44330599.040942
  nChanged 27
		SP:Iteration 52Q (1100.070000 sec): 3 clusters
  Score: Raw -44334811.612946 + Penalty 4211.254350 = -44330600.358597
  nChanged 19
		SP:Iteration 53Q (1101.730000 sec): 3 clusters
  Score: Raw -44334812.351283 + Penalty 4211.254350 = -44330601.096934
  nChanged 11
		SP:Iteration 54Q (1103.550000 sec): 3 clusters
  Score: Raw -44334812.745909 + Penalty 4211.254350 = -44330601.491560
  nChanged 10
		SP:Iteration 55Q (1105.490000 sec): 3 clusters
  Score: Raw -44334813.086243 + Penalty 4211.254350 = -44330601.831893
  nChanged 8
		SP:Iteration 56Q (1107.220000 sec): 3 clusters
  Score: Raw -44334813.470690 + Penalty 4211.254350 = -44330602.216340
  nChanged 15
		SP:Iteration 57Q (1108.840000 sec): 3 clusters
  Score: Raw -44334814.052687 + Penalty 4211.254350 = -44330602.798337
  nChanged 14
		SP:Iteration 58Q (1110.520000 sec): 3 clusters
  Score: Raw -44334814.711496 + Penalty 4211.254350 = -44330603.457146
  nChanged 20
		SP:Iteration 59Q (1112.150000 sec): 3 clusters
  Score: Raw -44334815.628204 + Penalty 4211.254350 = -44330604.373854
  nChanged 13
		SP:Iteration 60F (1114.010000 sec): 3 clusters
  Score: Raw -44334816.218804 + Penalty 4211.254350 = -44330604.964454
  nChanged 9
		SP:Iteration 61Q (1115.570000 sec): 3 clusters
  Score: Raw -44334816.586160 + Penalty 4211.254350 = -44330605.331811
  nChanged 9
		SP:Iteration 62Q (1117.130000 sec): 3 clusters
  Score: Raw -44334816.995584 + Penalty 4211.254350 = -44330605.741234
  nChanged 9
		SP:Iteration 63Q (1118.690000 sec): 3 clusters
  Score: Raw -44334817.329603 + Penalty 4211.254350 = -44330606.075253
  nChanged 7
		SP:Iteration 64Q (1120.180000 sec): 3 clusters
  Score: Raw -44334817.526602 + Penalty 4211.254350 = -44330606.272253
  nChanged 7
		SP:Iteration 65Q (1121.730000 sec): 3 clusters
  Score: Raw -44334817.712153 + Penalty 4211.254350 = -44330606.457804
  nChanged 8
		SP:Iteration 66Q (1123.360000 sec): 3 clusters
  Score: Raw -44334817.973322 + Penalty 4211.254350 = -44330606.718972
  nChanged 3
		SP:Iteration 67Q (1125.390000 sec): 3 clusters
  Score: Raw -44334818.089275 + Penalty 4211.254350 = -44330606.834925
  nChanged 1
		SP:Iteration 68Q (1127.500000 sec): 3 clusters
  Score: Raw -44334818.100344 + Penalty 4211.254350 = -44330606.845994
  nChanged 2
		SP:Iteration 69Q (1129.260000 sec): 3 clusters
  Score: Raw -44334818.155958 + Penalty 4211.254350 = -44330606.901608
  nChanged 3
		SP:Iteration 70Q (1131.060000 sec): 3 clusters
  Score: Raw -44334818.309402 + Penalty 4211.254350 = -44330607.055052
  nChanged 3
		SP:Iteration 71Q (1132.790000 sec): 3 clusters
  Score: Raw -44334818.397945 + Penalty 4211.254350 = -44330607.143595
  nChanged 2
		SP:Iteration 72Q (1134.360000 sec): 3 clusters
  Score: Raw -44334818.458554 + Penalty 4211.254350 = -44330607.204204
  nChanged 0
		SP:Iteration 73F (1136.400000 sec): 3 clusters
  Score: Raw -44334818.458554 + Penalty 4211.254350 = -44330607.204204
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (37236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1136.900000 sec): 2 clusters
  Score: Raw -3627795.943729 + Penalty 1710.317589 = -3626085.626140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1137.220000 sec): 3 clusters
  Score: Raw -3604672.520583 + Penalty 3420.635177 = -3601251.885406
  nChanged 17231
		SP:Iteration 1F (1137.540000 sec): 3 clusters
  Score: Raw -3616018.861932 + Penalty 3420.635177 = -3612598.226755
  nChanged 2870
		SP:Iteration 2F (1137.880000 sec): 3 clusters
  Score: Raw -3618322.357682 + Penalty 3420.635177 = -3614901.722505
  nChanged 3105
		SP:Iteration 3F (1138.200000 sec): 3 clusters
  Score: Raw -3621053.006659 + Penalty 3420.635177 = -3617632.371481
  nChanged 3094
		SP:Iteration 4F (1138.520000 sec): 3 clusters
  Score: Raw -3623745.577265 + Penalty 3420.635177 = -3620324.942088
  nChanged 2884
		SP:Iteration 5F (1138.870000 sec): 3 clusters
  Score: Raw -3626506.442687 + Penalty 3420.635177 = -3623085.807509
  nChanged 2616
		SP:Iteration 6F (1139.220000 sec): 3 clusters
  Score: Raw -3629327.156590 + Penalty 3420.635177 = -3625906.521413
  nChanged 2291
		SP:Iteration 7F (1139.610000 sec): 3 clusters
  Score: Raw -3631540.929647 + Penalty 3420.635177 = -3628120.294470
  nChanged 1764
		SP:Iteration 8Q (1139.950000 sec): 3 clusters
  Score: Raw -3632883.018414 + Penalty 3420.635177 = -3629462.383237
  nChanged 1242
		SP:Iteration 9Q (1140.300000 sec): 3 clusters
  Score: Raw -3633645.419628 + Penalty 3420.635177 = -3630224.784451
  nChanged 918
		SP:Iteration 10Q (1140.640000 sec): 3 clusters
  Score: Raw -3634183.653459 + Penalty 3420.635177 = -3630763.018282
  nChanged 800
		SP:Iteration 11Q (1141.010000 sec): 3 clusters
  Score: Raw -3634653.898271 + Penalty 3420.635177 = -3631233.263094
  nChanged 685
		SP:Iteration 12Q (1141.350000 sec): 3 clusters
  Score: Raw -3634997.165617 + Penalty 3420.635177 = -3631576.530440
  nChanged 518
		SP:Iteration 13Q (1141.690000 sec): 3 clusters
  Score: Raw -3635189.837294 + Penalty 3420.635177 = -3631769.202117
  nChanged 420
		SP:Iteration 14Q (1142.030000 sec): 3 clusters
  Score: Raw -3635339.229531 + Penalty 3420.635177 = -3631918.594354
  nChanged 370
		SP:Iteration 15Q (1142.340000 sec): 3 clusters
  Score: Raw -3635449.250531 + Penalty 3420.635177 = -3632028.615354
  nChanged 311
		SP:Iteration 16Q (1142.690000 sec): 3 clusters
  Score: Raw -3635528.447869 + Penalty 3420.635177 = -3632107.812692
  nChanged 260
		SP:Iteration 17Q (1142.980000 sec): 3 clusters
  Score: Raw -3635587.504324 + Penalty 3420.635177 = -3632166.869146
  nChanged 243
		SP:Iteration 18Q (1143.290000 sec): 3 clusters
  Score: Raw -3635641.439376 + Penalty 3420.635177 = -3632220.804199
  nChanged 222
		SP:Iteration 19Q (1143.610000 sec): 3 clusters
  Score: Raw -3635686.721523 + Penalty 3420.635177 = -3632266.086346
  nChanged 179
		SP:Iteration 20F (1143.970000 sec): 3 clusters
  Score: Raw -3635718.918594 + Penalty 3420.635177 = -3632298.283417
  nChanged 160
		SP:Iteration 21Q (1144.310000 sec): 3 clusters
  Score: Raw -3635744.163352 + Penalty 3420.635177 = -3632323.528175
  nChanged 120
		SP:Iteration 22Q (1144.650000 sec): 3 clusters
  Score: Raw -3635757.715123 + Penalty 3420.635177 = -3632337.079946
  nChanged 81
		SP:Iteration 23Q (1145.010000 sec): 3 clusters
  Score: Raw -3635764.345315 + Penalty 3420.635177 = -3632343.710138
  nChanged 61
		SP:Iteration 24Q (1145.400000 sec): 3 clusters
  Score: Raw -3635768.453249 + Penalty 3420.635177 = -3632347.818072
  nChanged 40
		SP:Iteration 25Q (1145.740000 sec): 3 clusters
  Score: Raw -3635770.732679 + Penalty 3420.635177 = -3632350.097502
  nChanged 30
		SP:Iteration 26Q (1146.110000 sec): 3 clusters
  Score: Raw -3635772.269678 + Penalty 3420.635177 = -3632351.634501
  nChanged 24
		SP:Iteration 27Q (1146.470000 sec): 3 clusters
  Score: Raw -3635773.520953 + Penalty 3420.635177 = -3632352.885776
  nChanged 24
		SP:Iteration 28Q (1146.830000 sec): 3 clusters
  Score: Raw -3635774.796410 + Penalty 3420.635177 = -3632354.161232
  nChanged 21
		SP:Iteration 29Q (1147.170000 sec): 3 clusters
  Score: Raw -3635775.757424 + Penalty 3420.635177 = -3632355.122247
  nChanged 18
		SP:Iteration 30Q (1147.500000 sec): 3 clusters
  Score: Raw -3635776.434705 + Penalty 3420.635177 = -3632355.799528
  nChanged 12
		SP:Iteration 31Q (1147.810000 sec): 3 clusters
  Score: Raw -3635776.812039 + Penalty 3420.635177 = -3632356.176862
  nChanged 8
		SP:Iteration 32Q (1148.140000 sec): 3 clusters
  Score: Raw -3635777.344711 + Penalty 3420.635177 = -3632356.709534
  nChanged 13
		SP:Iteration 33Q (1148.580000 sec): 3 clusters
  Score: Raw -3635778.030522 + Penalty 3420.635177 = -3632357.395345
  nChanged 14
		SP:Iteration 34Q (1148.940000 sec): 3 clusters
  Score: Raw -3635778.890317 + Penalty 3420.635177 = -3632358.255140
  nChanged 21
		SP:Iteration 35Q (1149.300000 sec): 3 clusters
  Score: Raw -3635780.096713 + Penalty 3420.635177 = -3632359.461536
  nChanged 22
		SP:Iteration 36Q (1149.630000 sec): 3 clusters
  Score: Raw -3635782.143205 + Penalty 3420.635177 = -3632361.508028
  nChanged 23
		SP:Iteration 37Q (1150.010000 sec): 3 clusters
  Score: Raw -3635783.897943 + Penalty 3420.635177 = -3632363.262766
  nChanged 29
		SP:Iteration 38Q (1150.390000 sec): 3 clusters
  Score: Raw -3635785.595554 + Penalty 3420.635177 = -3632364.960377
  nChanged 23
		SP:Iteration 39Q (1150.750000 sec): 3 clusters
  Score: Raw -3635786.771906 + Penalty 3420.635177 = -3632366.136729
  nChanged 14
		SP:Iteration 40F (1151.080000 sec): 3 clusters
  Score: Raw -3635787.536250 + Penalty 3420.635177 = -3632366.901073
  nChanged 11
		SP:Iteration 41Q (1151.460000 sec): 3 clusters
  Score: Raw -3635788.175671 + Penalty 3420.635177 = -3632367.540494
  nChanged 11
		SP:Iteration 42Q (1151.830000 sec): 3 clusters
  Score: Raw -3635788.781384 + Penalty 3420.635177 = -3632368.146207
  nChanged 13
		SP:Iteration 43Q (1152.210000 sec): 3 clusters
  Score: Raw -3635789.225127 + Penalty 3420.635177 = -3632368.589950
  nChanged 8
		SP:Iteration 44Q (1152.550000 sec): 3 clusters
  Score: Raw -3635789.495257 + Penalty 3420.635177 = -3632368.860080
  nChanged 5
		SP:Iteration 45Q (1152.900000 sec): 3 clusters
  Score: Raw -3635789.645718 + Penalty 3420.635177 = -3632369.010540
  nChanged 3
		SP:Iteration 46Q (1153.340000 sec): 3 clusters
  Score: Raw -3635789.764930 + Penalty 3420.635177 = -3632369.129753
  nChanged 2
		SP:Iteration 47Q (1153.710000 sec): 3 clusters
  Score: Raw -3635789.798397 + Penalty 3420.635177 = -3632369.163220
  nChanged 0
		SP:Iteration 48F (1154.020000 sec): 3 clusters
  Score: Raw -3635789.798397 + Penalty 3420.635177 = -3632369.163220
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (15143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1154.260000 sec): 2 clusters
  Score: Raw -1411409.028074 + Penalty 1564.110219 = -1409844.917854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1154.510000 sec): 3 clusters
  Score: Raw -1402804.518477 + Penalty 3128.220439 = -1399676.298038
  nChanged 6883
		SP:Iteration 1F (1154.780000 sec): 3 clusters
  Score: Raw -1410502.085394 + Penalty 3128.220439 = -1407373.864955
  nChanged 2518
		SP:Iteration 2F (1154.970000 sec): 3 clusters
  Score: Raw -1415528.984586 + Penalty 3128.220439 = -1412400.764147
  nChanged 1743
		SP:Iteration 3F (1155.190000 sec): 3 clusters
  Score: Raw -1417846.260504 + Penalty 3128.220439 = -1414718.040065
  nChanged 850
		SP:Iteration 4F (1155.490000 sec): 3 clusters
  Score: Raw -1418452.998373 + Penalty 3128.220439 = -1415324.777934
  nChanged 456
		SP:Iteration 5Q (1155.770000 sec): 3 clusters
  Score: Raw -1418670.339960 + Penalty 3128.220439 = -1415542.119521
  nChanged 267
		SP:Iteration 6Q (1155.990000 sec): 3 clusters
  Score: Raw -1418746.393156 + Penalty 3128.220439 = -1415618.172717
  nChanged 151
		SP:Iteration 7Q (1156.240000 sec): 3 clusters
  Score: Raw -1418779.832388 + Penalty 3128.220439 = -1415651.611949
  nChanged 102
		SP:Iteration 8Q (1156.480000 sec): 3 clusters
  Score: Raw -1418798.172698 + Penalty 3128.220439 = -1415669.952260
  nChanged 76
		SP:Iteration 9Q (1156.730000 sec): 3 clusters
  Score: Raw -1418809.503477 + Penalty 3128.220439 = -1415681.283038
  nChanged 66
		SP:Iteration 10Q (1157.030000 sec): 3 clusters
  Score: Raw -1418820.597072 + Penalty 3128.220439 = -1415692.376633
  nChanged 57
		SP:Iteration 11Q (1157.300000 sec): 3 clusters
  Score: Raw -1418830.773324 + Penalty 3128.220439 = -1415702.552886
  nChanged 60
		SP:Iteration 12Q (1157.540000 sec): 3 clusters
  Score: Raw -1418841.824960 + Penalty 3128.220439 = -1415713.604521
  nChanged 70
		SP:Iteration 13Q (1157.810000 sec): 3 clusters
  Score: Raw -1418853.752187 + Penalty 3128.220439 = -1415725.531749
  nChanged 81
		SP:Iteration 14Q (1158.080000 sec): 3 clusters
  Score: Raw -1418873.461809 + Penalty 3128.220439 = -1415745.241370
  nChanged 108
		SP:Iteration 15Q (1158.320000 sec): 3 clusters
  Score: Raw -1418895.649873 + Penalty 3128.220439 = -1415767.429435
  nChanged 112
		SP:Iteration 16Q (1158.600000 sec): 3 clusters
  Score: Raw -1418923.070293 + Penalty 3128.220439 = -1415794.849854
  nChanged 114
		SP:Iteration 17Q (1158.780000 sec): 3 clusters
  Score: Raw -1418951.745843 + Penalty 3128.220439 = -1415823.525405
  nChanged 117
		SP:Iteration 18Q (1159.040000 sec): 3 clusters
  Score: Raw -1418983.703589 + Penalty 3128.220439 = -1415855.483150
  nChanged 133
		SP:Iteration 19Q (1159.260000 sec): 3 clusters
  Score: Raw -1419025.996022 + Penalty 3128.220439 = -1415897.775583
  nChanged 127
		SP:Iteration 20F (1159.540000 sec): 3 clusters
  Score: Raw -1419060.928947 + Penalty 3128.220439 = -1415932.708508
  nChanged 140
		SP:Iteration 21Q (1159.780000 sec): 3 clusters
  Score: Raw -1419110.090580 + Penalty 3128.220439 = -1415981.870142
  nChanged 168
		SP:Iteration 22Q (1160.040000 sec): 3 clusters
  Score: Raw -1419164.288888 + Penalty 3128.220439 = -1416036.068449
  nChanged 197
		SP:Iteration 23Q (1160.290000 sec): 3 clusters
  Score: Raw -1419250.234218 + Penalty 3128.220439 = -1416122.013780
  nChanged 241
		SP:Iteration 24Q (1160.580000 sec): 3 clusters
  Score: Raw -1419343.976413 + Penalty 3128.220439 = -1416215.755974
  nChanged 259
		SP:Iteration 25Q (1160.810000 sec): 3 clusters
  Score: Raw -1419449.634425 + Penalty 3128.220439 = -1416321.413986
  nChanged 268
		SP:Iteration 26Q (1161.090000 sec): 3 clusters
  Score: Raw -1419557.592991 + Penalty 3128.220439 = -1416429.372552
  nChanged 274
		SP:Iteration 27Q (1161.380000 sec): 3 clusters
  Score: Raw -1419681.470298 + Penalty 3128.220439 = -1416553.249859
  nChanged 310
		SP:Iteration 28Q (1161.620000 sec): 3 clusters
  Score: Raw -1419841.865952 + Penalty 3128.220439 = -1416713.645514
  nChanged 330
		SP:Iteration 29Q (1161.910000 sec): 3 clusters
  Score: Raw -1420034.736855 + Penalty 3128.220439 = -1416906.516416
  nChanged 331
		SP:Iteration 30Q (1162.150000 sec): 3 clusters
  Score: Raw -1420241.760617 + Penalty 3128.220439 = -1417113.540178
  nChanged 307
		SP:Iteration 31Q (1162.440000 sec): 3 clusters
  Score: Raw -1420444.609354 + Penalty 3128.220439 = -1417316.388915
  nChanged 288
		SP:Iteration 32Q (1162.670000 sec): 3 clusters
  Score: Raw -1420636.231646 + Penalty 3128.220439 = -1417508.011207
  nChanged 251
		SP:Iteration 33Q (1162.940000 sec): 3 clusters
  Score: Raw -1420772.945371 + Penalty 3128.220439 = -1417644.724932
  nChanged 180
		SP:Iteration 34Q (1163.180000 sec): 3 clusters
  Score: Raw -1420848.234073 + Penalty 3128.220439 = -1417720.013634
  nChanged 145
		SP:Iteration 35Q (1163.440000 sec): 3 clusters
  Score: Raw -1420900.001251 + Penalty 3128.220439 = -1417771.780812
  nChanged 129
		SP:Iteration 36Q (1163.700000 sec): 3 clusters
  Score: Raw -1420954.027605 + Penalty 3128.220439 = -1417825.807166
  nChanged 118
		SP:Iteration 37Q (1163.970000 sec): 3 clusters
  Score: Raw -1420996.888191 + Penalty 3128.220439 = -1417868.667752
  nChanged 87
		SP:Iteration 38Q (1164.230000 sec): 3 clusters
  Score: Raw -1421023.600006 + Penalty 3128.220439 = -1417895.379567
  nChanged 59
		SP:Iteration 39Q (1164.470000 sec): 3 clusters
  Score: Raw -1421042.565266 + Penalty 3128.220439 = -1417914.344827
  nChanged 61
		SP:Iteration 40F (1164.750000 sec): 3 clusters
  Score: Raw -1421060.341085 + Penalty 3128.220439 = -1417932.120647
  nChanged 45
		SP:Iteration 41Q (1164.970000 sec): 3 clusters
  Score: Raw -1421070.000394 + Penalty 3128.220439 = -1417941.779956
  nChanged 37
		SP:Iteration 42Q (1165.230000 sec): 3 clusters
  Score: Raw -1421079.128582 + Penalty 3128.220439 = -1417950.908143
  nChanged 35
		SP:Iteration 43Q (1165.420000 sec): 3 clusters
  Score: Raw -1421096.007740 + Penalty 3128.220439 = -1417967.787301
  nChanged 48
		SP:Iteration 44Q (1165.690000 sec): 3 clusters
  Score: Raw -1421112.047290 + Penalty 3128.220439 = -1417983.826851
  nChanged 56
		SP:Iteration 45Q (1165.950000 sec): 3 clusters
  Score: Raw -1421128.390995 + Penalty 3128.220439 = -1418000.170556
  nChanged 47
		SP:Iteration 46Q (1166.180000 sec): 3 clusters
  Score: Raw -1421148.568523 + Penalty 3128.220439 = -1418020.348084
  nChanged 55
		SP:Iteration 47Q (1166.390000 sec): 3 clusters
  Score: Raw -1421182.653349 + Penalty 3128.220439 = -1418054.432910
  nChanged 56
		SP:Iteration 48Q (1166.650000 sec): 3 clusters
  Score: Raw -1421233.538305 + Penalty 3128.220439 = -1418105.317866
  nChanged 79
		SP:Iteration 49Q (1166.870000 sec): 3 clusters
  Score: Raw -1421298.813034 + Penalty 3128.220439 = -1418170.592596
  nChanged 72
		SP:Iteration 50Q (1167.100000 sec): 3 clusters
  Score: Raw -1421389.362218 + Penalty 3128.220439 = -1418261.141779
  nChanged 65
		SP:Iteration 51Q (1167.320000 sec): 3 clusters
  Score: Raw -1421444.254772 + Penalty 3128.220439 = -1418316.034333
  nChanged 61
		SP:Iteration 52Q (1167.580000 sec): 3 clusters
  Score: Raw -1421477.129529 + Penalty 3128.220439 = -1418348.909090
  nChanged 43
		SP:Iteration 53Q (1167.840000 sec): 3 clusters
  Score: Raw -1421495.314898 + Penalty 3128.220439 = -1418367.094459
  nChanged 44
		SP:Iteration 54Q (1168.010000 sec): 3 clusters
  Score: Raw -1421521.687495 + Penalty 3128.220439 = -1418393.467056
  nChanged 50
		SP:Iteration 55Q (1168.300000 sec): 3 clusters
  Score: Raw -1421545.619916 + Penalty 3128.220439 = -1418417.399477
  nChanged 45
		SP:Iteration 56Q (1168.600000 sec): 3 clusters
  Score: Raw -1421564.864378 + Penalty 3128.220439 = -1418436.643940
  nChanged 49
		SP:Iteration 57Q (1168.800000 sec): 3 clusters
  Score: Raw -1421585.471084 + Penalty 3128.220439 = -1418457.250645
  nChanged 43
		SP:Iteration 58Q (1169.010000 sec): 3 clusters
  Score: Raw -1421599.631030 + Penalty 3128.220439 = -1418471.410591
  nChanged 46
		SP:Iteration 59Q (1169.270000 sec): 3 clusters
  Score: Raw -1421615.798259 + Penalty 3128.220439 = -1418487.577820
  nChanged 44
		SP:Iteration 60F (1169.510000 sec): 3 clusters
  Score: Raw -1421633.950360 + Penalty 3128.220439 = -1418505.729922
  nChanged 35
		SP:Iteration 61Q (1169.760000 sec): 3 clusters
  Score: Raw -1421646.339307 + Penalty 3128.220439 = -1418518.118868
  nChanged 29
		SP:Iteration 62Q (1169.990000 sec): 3 clusters
  Score: Raw -1421661.965327 + Penalty 3128.220439 = -1418533.744888
  nChanged 33
		SP:Iteration 63Q (1170.290000 sec): 3 clusters
  Score: Raw -1421679.661457 + Penalty 3128.220439 = -1418551.441018
  nChanged 35
		SP:Iteration 64Q (1170.500000 sec): 3 clusters
  Score: Raw -1421700.002912 + Penalty 3128.220439 = -1418571.782473
  nChanged 32
		SP:Iteration 65Q (1170.750000 sec): 3 clusters
  Score: Raw -1421708.345424 + Penalty 3128.220439 = -1418580.124985
  nChanged 22
		SP:Iteration 66Q (1171.010000 sec): 3 clusters
  Score: Raw -1421720.841630 + Penalty 3128.220439 = -1418592.621191
  nChanged 28
		SP:Iteration 67Q (1171.250000 sec): 3 clusters
  Score: Raw -1421731.858407 + Penalty 3128.220439 = -1418603.637968
  nChanged 29
		SP:Iteration 68Q (1171.530000 sec): 3 clusters
  Score: Raw -1421744.101353 + Penalty 3128.220439 = -1418615.880914
  nChanged 29
		SP:Iteration 69Q (1171.710000 sec): 3 clusters
  Score: Raw -1421756.528924 + Penalty 3128.220439 = -1418628.308485
  nChanged 23
		SP:Iteration 70Q (1171.970000 sec): 3 clusters
  Score: Raw -1421764.800864 + Penalty 3128.220439 = -1418636.580425
  nChanged 21
		SP:Iteration 71Q (1172.230000 sec): 3 clusters
  Score: Raw -1421771.769850 + Penalty 3128.220439 = -1418643.549411
  nChanged 13
		SP:Iteration 72Q (1172.480000 sec): 3 clusters
  Score: Raw -1421774.566203 + Penalty 3128.220439 = -1418646.345764
  nChanged 13
		SP:Iteration 73Q (1172.700000 sec): 3 clusters
  Score: Raw -1421776.413035 + Penalty 3128.220439 = -1418648.192596
  nChanged 8
		SP:Iteration 74Q (1172.970000 sec): 3 clusters
  Score: Raw -1421777.739042 + Penalty 3128.220439 = -1418649.518604
  nChanged 6
		SP:Iteration 75Q (1173.170000 sec): 3 clusters
  Score: Raw -1421778.898611 + Penalty 3128.220439 = -1418650.678172
  nChanged 5
		SP:Iteration 76Q (1173.380000 sec): 3 clusters
  Score: Raw -1421779.477863 + Penalty 3128.220439 = -1418651.257424
  nChanged 2
		SP:Iteration 77Q (1173.630000 sec): 3 clusters
  Score: Raw -1421779.655572 + Penalty 3128.220439 = -1418651.435134
  nChanged 4
		SP:Iteration 78Q (1173.830000 sec): 3 clusters
  Score: Raw -1421779.954545 + Penalty 3128.220439 = -1418651.734106
  nChanged 3
		SP:Iteration 79Q (1174.080000 sec): 3 clusters
  Score: Raw -1421780.193601 + Penalty 3128.220439 = -1418651.973163
  nChanged 1
		SP:Iteration 80F (1174.310000 sec): 3 clusters
  Score: Raw -1421780.234405 + Penalty 3128.220439 = -1418652.013966
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (168839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1175.030000 sec): 2 clusters
  Score: Raw -17795855.456887 + Penalty 1955.963893 = -17793899.492995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1175.800000 sec): 3 clusters
  Score: Raw -17684334.242254 + Penalty 3911.927785 = -17680422.314469
  nChanged 81763
		SP:Iteration 1F (1176.590000 sec): 3 clusters
  Score: Raw -17733808.117422 + Penalty 3911.927785 = -17729896.189637
  nChanged 7507
		SP:Iteration 2Q (1177.690000 sec): 3 clusters
  Score: Raw -17737693.697449 + Penalty 3911.927785 = -17733781.769664
  nChanged 10339
		SP:Iteration 3F (1178.770000 sec): 3 clusters
  Score: Raw -17745472.560762 + Penalty 3911.927785 = -17741560.632977
  nChanged 13272
		SP:Iteration 4F (1179.830000 sec): 3 clusters
  Score: Raw -17757128.096910 + Penalty 3911.927785 = -17753216.169125
  nChanged 14279
		SP:Iteration 5F (1180.830000 sec): 3 clusters
  Score: Raw -17768843.447014 + Penalty 3911.927785 = -17764931.519229
  nChanged 12102
		SP:Iteration 6F (1181.800000 sec): 3 clusters
  Score: Raw -17776877.689125 + Penalty 3911.927785 = -17772965.761339
  nChanged 9190
		SP:Iteration 7F (1182.670000 sec): 3 clusters
  Score: Raw -17781547.897243 + Penalty 3911.927785 = -17777635.969458
  nChanged 6623
		SP:Iteration 8Q (1183.670000 sec): 3 clusters
  Score: Raw -17784462.517629 + Penalty 3911.927785 = -17780550.589844
  nChanged 5458
		SP:Iteration 9Q (1184.720000 sec): 3 clusters
  Score: Raw -17786730.456057 + Penalty 3911.927785 = -17782818.528272
  nChanged 5112
		SP:Iteration 10Q (1185.650000 sec): 3 clusters
  Score: Raw -17788750.777931 + Penalty 3911.927785 = -17784838.850146
  nChanged 4865
		SP:Iteration 11Q (1186.550000 sec): 3 clusters
  Score: Raw -17790560.614633 + Penalty 3911.927785 = -17786648.686848
  nChanged 4772
		SP:Iteration 12Q (1187.510000 sec): 3 clusters
  Score: Raw -17792245.135234 + Penalty 3911.927785 = -17788333.207449
  nChanged 4505
		SP:Iteration 13Q (1188.510000 sec): 3 clusters
  Score: Raw -17793752.871709 + Penalty 3911.927785 = -17789840.943924
  nChanged 4114
		SP:Iteration 14Q (1189.380000 sec): 3 clusters
  Score: Raw -17795049.299051 + Penalty 3911.927785 = -17791137.371266
  nChanged 3679
		SP:Iteration 15Q (1190.370000 sec): 3 clusters
  Score: Raw -17796140.892605 + Penalty 3911.927785 = -17792228.964820
  nChanged 3272
		SP:Iteration 16Q (1191.240000 sec): 3 clusters
  Score: Raw -17797066.153855 + Penalty 3911.927785 = -17793154.226069
  nChanged 2893
		SP:Iteration 17Q (1192.080000 sec): 3 clusters
  Score: Raw -17797820.638211 + Penalty 3911.927785 = -17793908.710426
  nChanged 2495
		SP:Iteration 18Q (1192.960000 sec): 3 clusters
  Score: Raw -17798426.419214 + Penalty 3911.927785 = -17794514.491429
  nChanged 2148
		SP:Iteration 19Q (1193.810000 sec): 3 clusters
  Score: Raw -17798934.601061 + Penalty 3911.927785 = -17795022.673276
  nChanged 1849
		SP:Iteration 20F (1194.700000 sec): 3 clusters
  Score: Raw -17799360.043653 + Penalty 3911.927785 = -17795448.115868
  nChanged 1552
		SP:Iteration 21Q (1195.640000 sec): 3 clusters
  Score: Raw -17799745.820658 + Penalty 3911.927785 = -17795833.892873
  nChanged 1385
		SP:Iteration 22Q (1196.540000 sec): 3 clusters
  Score: Raw -17800170.574967 + Penalty 3911.927785 = -17796258.647182
  nChanged 1217
		SP:Iteration 23Q (1197.430000 sec): 3 clusters
  Score: Raw -17800741.597295 + Penalty 3911.927785 = -17796829.669510
  nChanged 1195
		SP:Iteration 24Q (1198.440000 sec): 3 clusters
  Score: Raw -17801711.611757 + Penalty 3911.927785 = -17797799.683972
  nChanged 1249
		SP:Iteration 25Q (1199.220000 sec): 3 clusters
  Score: Raw -17803099.515002 + Penalty 3911.927785 = -17799187.587217
  nChanged 1378
		SP:Iteration 26Q (1200.040000 sec): 3 clusters
  Score: Raw -17804042.035341 + Penalty 3911.927785 = -17800130.107556
  nChanged 1262
		SP:Iteration 27Q (1201.020000 sec): 3 clusters
  Score: Raw -17804433.265241 + Penalty 3911.927785 = -17800521.337456
  nChanged 905
		SP:Iteration 28Q (1202.000000 sec): 3 clusters
  Score: Raw -17804590.424533 + Penalty 3911.927785 = -17800678.496748
  nChanged 598
		SP:Iteration 29Q (1203.040000 sec): 3 clusters
  Score: Raw -17804661.338830 + Penalty 3911.927785 = -17800749.411045
  nChanged 391
		SP:Iteration 30Q (1204.010000 sec): 3 clusters
  Score: Raw -17804694.770772 + Penalty 3911.927785 = -17800782.842987
  nChanged 248
		SP:Iteration 31Q (1204.940000 sec): 3 clusters
  Score: Raw -17804709.470266 + Penalty 3911.927785 = -17800797.542481
  nChanged 184
		SP:Iteration 32Q (1205.880000 sec): 3 clusters
  Score: Raw -17804717.654893 + Penalty 3911.927785 = -17800805.727108
  nChanged 120
		SP:Iteration 33Q (1206.680000 sec): 3 clusters
  Score: Raw -17804722.329038 + Penalty 3911.927785 = -17800810.401253
  nChanged 87
		SP:Iteration 34Q (1207.500000 sec): 3 clusters
  Score: Raw -17804725.019696 + Penalty 3911.927785 = -17800813.091911
  nChanged 65
		SP:Iteration 35Q (1208.420000 sec): 3 clusters
  Score: Raw -17804726.699052 + Penalty 3911.927785 = -17800814.771267
  nChanged 47
		SP:Iteration 36Q (1209.360000 sec): 3 clusters
  Score: Raw -17804728.269150 + Penalty 3911.927785 = -17800816.341365
  nChanged 55
		SP:Iteration 37Q (1210.310000 sec): 3 clusters
  Score: Raw -17804729.927097 + Penalty 3911.927785 = -17800817.999312
  nChanged 40
		SP:Iteration 38Q (1211.210000 sec): 3 clusters
  Score: Raw -17804731.016077 + Penalty 3911.927785 = -17800819.088291
  nChanged 35
		SP:Iteration 39Q (1212.070000 sec): 3 clusters
  Score: Raw -17804732.039415 + Penalty 3911.927785 = -17800820.111630
  nChanged 31
		SP:Iteration 40F (1212.880000 sec): 3 clusters
  Score: Raw -17804732.728803 + Penalty 3911.927785 = -17800820.801018
  nChanged 26
		SP:Iteration 41Q (1213.710000 sec): 3 clusters
  Score: Raw -17804733.301200 + Penalty 3911.927785 = -17800821.373415
  nChanged 19
		SP:Iteration 42Q (1214.540000 sec): 3 clusters
  Score: Raw -17804733.708708 + Penalty 3911.927785 = -17800821.780923
  nChanged 11
		SP:Iteration 43Q (1215.370000 sec): 3 clusters
  Score: Raw -17804733.923254 + Penalty 3911.927785 = -17800821.995469
  nChanged 7
		SP:Iteration 44Q (1216.110000 sec): 3 clusters
  Score: Raw -17804734.060852 + Penalty 3911.927785 = -17800822.133067
  nChanged 8
		SP:Iteration 45Q (1216.910000 sec): 3 clusters
  Score: Raw -17804734.196707 + Penalty 3911.927785 = -17800822.268922
  nChanged 7
		SP:Iteration 46Q (1217.720000 sec): 3 clusters
  Score: Raw -17804734.336078 + Penalty 3911.927785 = -17800822.408293
  nChanged 6
		SP:Iteration 47Q (1218.590000 sec): 3 clusters
  Score: Raw -17804734.438766 + Penalty 3911.927785 = -17800822.510981
  nChanged 3
		SP:Iteration 48Q (1219.340000 sec): 3 clusters
  Score: Raw -17804734.485668 + Penalty 3911.927785 = -17800822.557883
  nChanged 2
		SP:Iteration 49Q (1220.030000 sec): 3 clusters
  Score: Raw -17804734.534271 + Penalty 3911.927785 = -17800822.606486
  nChanged 5
		SP:Iteration 50Q (1220.850000 sec): 3 clusters
  Score: Raw -17804734.693839 + Penalty 3911.927785 = -17800822.766054
  nChanged 8
		SP:Iteration 51Q (1221.780000 sec): 3 clusters
  Score: Raw -17804734.868355 + Penalty 3911.927785 = -17800822.940570
  nChanged 10
		SP:Iteration 52Q (1222.670000 sec): 3 clusters
  Score: Raw -17804735.037041 + Penalty 3911.927785 = -17800823.109256
  nChanged 5
		SP:Iteration 53Q (1223.580000 sec): 3 clusters
  Score: Raw -17804735.120612 + Penalty 3911.927785 = -17800823.192827
  nChanged 4
		SP:Iteration 54Q (1224.650000 sec): 3 clusters
  Score: Raw -17804735.184057 + Penalty 3911.927785 = -17800823.256272
  nChanged 3
		SP:Iteration 55Q (1225.620000 sec): 3 clusters
  Score: Raw -17804735.230317 + Penalty 3911.927785 = -17800823.302532
  nChanged 3
		SP:Iteration 56Q (1226.560000 sec): 3 clusters
  Score: Raw -17804735.296916 + Penalty 3911.927785 = -17800823.369131
  nChanged 3
		SP:Iteration 57Q (1227.570000 sec): 3 clusters
  Score: Raw -17804735.351917 + Penalty 3911.927785 = -17800823.424132
  nChanged 2
		SP:Iteration 58Q (1228.610000 sec): 3 clusters
  Score: Raw -17804735.375211 + Penalty 3911.927785 = -17800823.447426
  nChanged 0
		SP:Iteration 59F (1229.630000 sec): 3 clusters
  Score: Raw -17804735.375211 + Penalty 3911.927785 = -17800823.447426
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (63557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1230.050000 sec): 2 clusters
  Score: Raw -6250725.951262 + Penalty 1797.200018 = -6248928.751244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1230.560000 sec): 3 clusters
  Score: Raw -6209936.004817 + Penalty 3594.400037 = -6206341.604781
  nChanged 30311
		SP:Iteration 1F (1230.990000 sec): 3 clusters
  Score: Raw -6227648.364732 + Penalty 3594.400037 = -6224053.964695
  nChanged 2934
		SP:Iteration 2Q (1231.500000 sec): 3 clusters
  Score: Raw -6228712.864467 + Penalty 3594.400037 = -6225118.464431
  nChanged 3262
		SP:Iteration 3F (1232.010000 sec): 3 clusters
  Score: Raw -6230204.818674 + Penalty 3594.400037 = -6226610.418637
  nChanged 3943
		SP:Iteration 4F (1232.500000 sec): 3 clusters
  Score: Raw -6232492.914788 + Penalty 3594.400037 = -6228898.514751
  nChanged 4674
		SP:Iteration 5F (1232.940000 sec): 3 clusters
  Score: Raw -6235944.154602 + Penalty 3594.400037 = -6232349.754566
  nChanged 5233
		SP:Iteration 6F (1233.400000 sec): 3 clusters
  Score: Raw -6240460.436540 + Penalty 3594.400037 = -6236866.036504
  nChanged 4746
		SP:Iteration 7F (1233.820000 sec): 3 clusters
  Score: Raw -6244854.307610 + Penalty 3594.400037 = -6241259.907573
  nChanged 3347
		SP:Iteration 8F (1234.180000 sec): 3 clusters
  Score: Raw -6248048.724585 + Penalty 3594.400037 = -6244454.324548
  nChanged 1880
		SP:Iteration 9Q (1234.610000 sec): 3 clusters
  Score: Raw -6249850.512057 + Penalty 3594.400037 = -6246256.112021
  nChanged 948
		SP:Iteration 10Q (1235.070000 sec): 3 clusters
  Score: Raw -6250712.317107 + Penalty 3594.400037 = -6247117.917070
  nChanged 505
		SP:Iteration 11Q (1235.460000 sec): 3 clusters
  Score: Raw -6251084.624244 + Penalty 3594.400037 = -6247490.224208
  nChanged 293
		SP:Iteration 12Q (1235.930000 sec): 3 clusters
  Score: Raw -6251283.396883 + Penalty 3594.400037 = -6247688.996846
  nChanged 221
		SP:Iteration 13Q (1236.360000 sec): 3 clusters
  Score: Raw -6251412.300080 + Penalty 3594.400037 = -6247817.900043
  nChanged 160
		SP:Iteration 14Q (1236.790000 sec): 3 clusters
  Score: Raw -6251481.600409 + Penalty 3594.400037 = -6247887.200373
  nChanged 108
		SP:Iteration 15Q (1237.200000 sec): 3 clusters
  Score: Raw -6251529.051940 + Penalty 3594.400037 = -6247934.651903
  nChanged 91
		SP:Iteration 16Q (1237.590000 sec): 3 clusters
  Score: Raw -6251567.281415 + Penalty 3594.400037 = -6247972.881379
  nChanged 83
		SP:Iteration 17Q (1237.950000 sec): 3 clusters
  Score: Raw -6251594.587282 + Penalty 3594.400037 = -6248000.187245
  nChanged 47
		SP:Iteration 18Q (1238.310000 sec): 3 clusters
  Score: Raw -6251607.233668 + Penalty 3594.400037 = -6248012.833632
  nChanged 39
		SP:Iteration 19Q (1238.730000 sec): 3 clusters
  Score: Raw -6251615.190089 + Penalty 3594.400037 = -6248020.790053
  nChanged 21
		SP:Iteration 20F (1239.100000 sec): 3 clusters
  Score: Raw -6251628.719499 + Penalty 3594.400037 = -6248034.319463
  nChanged 23
		SP:Iteration 21Q (1239.470000 sec): 3 clusters
  Score: Raw -6251635.136687 + Penalty 3594.400037 = -6248040.736650
  nChanged 26
		SP:Iteration 22Q (1239.930000 sec): 3 clusters
  Score: Raw -6251642.256587 + Penalty 3594.400037 = -6248047.856550
  nChanged 19
		SP:Iteration 23Q (1240.320000 sec): 3 clusters
  Score: Raw -6251646.231952 + Penalty 3594.400037 = -6248051.831915
  nChanged 16
		SP:Iteration 24Q (1240.750000 sec): 3 clusters
  Score: Raw -6251649.524070 + Penalty 3594.400037 = -6248055.124033
  nChanged 12
		SP:Iteration 25Q (1241.150000 sec): 3 clusters
  Score: Raw -6251651.130003 + Penalty 3594.400037 = -6248056.729966
  nChanged 4
		SP:Iteration 26Q (1241.560000 sec): 3 clusters
  Score: Raw -6251651.717619 + Penalty 3594.400037 = -6248057.317583
  nChanged 4
		SP:Iteration 27Q (1241.980000 sec): 3 clusters
  Score: Raw -6251652.431223 + Penalty 3594.400037 = -6248058.031187
  nChanged 3
		SP:Iteration 28Q (1242.390000 sec): 3 clusters
  Score: Raw -6251652.815930 + Penalty 3594.400037 = -6248058.415894
  nChanged 3
		SP:Iteration 29Q (1242.780000 sec): 3 clusters
  Score: Raw -6251653.135043 + Penalty 3594.400037 = -6248058.735006
  nChanged 3
		SP:Iteration 30Q (1243.180000 sec): 3 clusters
  Score: Raw -6251653.835200 + Penalty 3594.400037 = -6248059.435163
  nChanged 6
		SP:Iteration 31Q (1243.600000 sec): 3 clusters
  Score: Raw -6251654.796353 + Penalty 3594.400037 = -6248060.396317
  nChanged 4
		SP:Iteration 32Q (1243.970000 sec): 3 clusters
  Score: Raw -6251655.512640 + Penalty 3594.400037 = -6248061.112603
  nChanged 6
		SP:Iteration 33Q (1244.340000 sec): 3 clusters
  Score: Raw -6251656.469285 + Penalty 3594.400037 = -6248062.069249
  nChanged 7
		SP:Iteration 34Q (1244.670000 sec): 3 clusters
  Score: Raw -6251657.634828 + Penalty 3594.400037 = -6248063.234791
  nChanged 4
		SP:Iteration 35Q (1245.030000 sec): 3 clusters
  Score: Raw -6251658.584949 + Penalty 3594.400037 = -6248064.184912
  nChanged 6
		SP:Iteration 36Q (1245.370000 sec): 3 clusters
  Score: Raw -6251659.654804 + Penalty 3594.400037 = -6248065.254768
  nChanged 6
		SP:Iteration 37Q (1245.760000 sec): 3 clusters
  Score: Raw -6251661.144416 + Penalty 3594.400037 = -6248066.744380
  nChanged 9
		SP:Iteration 38Q (1246.170000 sec): 3 clusters
  Score: Raw -6251662.660750 + Penalty 3594.400037 = -6248068.260713
  nChanged 6
		SP:Iteration 39Q (1246.560000 sec): 3 clusters
  Score: Raw -6251664.021836 + Penalty 3594.400037 = -6248069.621800
  nChanged 5
		SP:Iteration 40F (1247.040000 sec): 3 clusters
  Score: Raw -6251665.267513 + Penalty 3594.400037 = -6248070.867477
  nChanged 4
		SP:Iteration 41Q (1247.480000 sec): 3 clusters
  Score: Raw -6251665.963914 + Penalty 3594.400037 = -6248071.563878
  nChanged 4
		SP:Iteration 42Q (1247.920000 sec): 3 clusters
  Score: Raw -6251666.385470 + Penalty 3594.400037 = -6248071.985433
  nChanged 4
		SP:Iteration 43Q (1248.310000 sec): 3 clusters
  Score: Raw -6251666.909303 + Penalty 3594.400037 = -6248072.509266
  nChanged 7
		SP:Iteration 44Q (1248.720000 sec): 3 clusters
  Score: Raw -6251668.079005 + Penalty 3594.400037 = -6248073.678968
  nChanged 6
		SP:Iteration 45Q (1249.100000 sec): 3 clusters
  Score: Raw -6251668.892343 + Penalty 3594.400037 = -6248074.492306
  nChanged 8
		SP:Iteration 46Q (1249.520000 sec): 3 clusters
  Score: Raw -6251669.621742 + Penalty 3594.400037 = -6248075.221706
  nChanged 2
		SP:Iteration 47Q (1249.910000 sec): 3 clusters
  Score: Raw -6251669.955563 + Penalty 3594.400037 = -6248075.555526
  nChanged 1
		SP:Iteration 48Q (1250.260000 sec): 3 clusters
  Score: Raw -6251670.063915 + Penalty 3594.400037 = -6248075.663879
  nChanged 2
		SP:Iteration 49Q (1250.660000 sec): 3 clusters
  Score: Raw -6251670.335121 + Penalty 3594.400037 = -6248075.935084
  nChanged 1
		SP:Iteration 50Q (1251.100000 sec): 3 clusters
  Score: Raw -6251670.429318 + Penalty 3594.400037 = -6248076.029282
  nChanged 1
		SP:Iteration 51Q (1251.500000 sec): 3 clusters
  Score: Raw -6251670.518189 + Penalty 3594.400037 = -6248076.118153
  nChanged 2
		SP:Iteration 52Q (1251.860000 sec): 3 clusters
  Score: Raw -6251670.646936 + Penalty 3594.400037 = -6248076.246899
  nChanged 0
		SP:Iteration 53F (1252.340000 sec): 3 clusters
  Score: Raw -6251670.646936 + Penalty 3594.400037 = -6248076.246899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (3698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1252.460000 sec): 2 clusters
  Score: Raw -329315.909190 + Penalty 1335.026454 = -327980.882735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1252.670000 sec): 3 clusters
  Score: Raw -328318.882131 + Penalty 2670.052909 = -325648.829222
  nChanged 1574
		SP:Iteration 1F (1252.840000 sec): 3 clusters
  Score: Raw -334394.665610 + Penalty 2670.052909 = -331724.612701
  nChanged 560
		SP:Iteration 2F (1253.010000 sec): 3 clusters
  Score: Raw -336851.322378 + Penalty 2670.052909 = -334181.269469
  nChanged 219
		SP:Iteration 3F (1253.200000 sec): 3 clusters
  Score: Raw -338308.004145 + Penalty 2670.052909 = -335637.951236
  nChanged 101
		SP:Iteration 4Q (1253.380000 sec): 3 clusters
  Score: Raw -338537.294677 + Penalty 2670.052909 = -335867.241768
  nChanged 54
		SP:Iteration 5Q (1253.550000 sec): 3 clusters
  Score: Raw -338620.148965 + Penalty 2670.052909 = -335950.096057
  nChanged 47
		SP:Iteration 6Q (1253.730000 sec): 3 clusters
  Score: Raw -338682.791886 + Penalty 2670.052909 = -336012.738977
  nChanged 38
		SP:Iteration 7Q (1253.920000 sec): 3 clusters
  Score: Raw -338718.805767 + Penalty 2670.052909 = -336048.752858
  nChanged 26
		SP:Iteration 8Q (1254.120000 sec): 3 clusters
  Score: Raw -338731.870490 + Penalty 2670.052909 = -336061.817581
  nChanged 16
		SP:Iteration 9Q (1254.300000 sec): 3 clusters
  Score: Raw -338737.507389 + Penalty 2670.052909 = -336067.454480
  nChanged 13
		SP:Iteration 10Q (1254.460000 sec): 3 clusters
  Score: Raw -338741.067685 + Penalty 2670.052909 = -336071.014776
  nChanged 8
		SP:Iteration 11Q (1254.680000 sec): 3 clusters
  Score: Raw -338743.180991 + Penalty 2670.052909 = -336073.128082
  nChanged 11
		SP:Iteration 12Q (1254.860000 sec): 3 clusters
  Score: Raw -338745.855010 + Penalty 2670.052909 = -336075.802101
  nChanged 8
		SP:Iteration 13Q (1255.040000 sec): 3 clusters
  Score: Raw -338748.079913 + Penalty 2670.052909 = -336078.027004
  nChanged 10
		SP:Iteration 14Q (1255.190000 sec): 3 clusters
  Score: Raw -338751.370001 + Penalty 2670.052909 = -336081.317092
  nChanged 5
		SP:Iteration 15Q (1255.360000 sec): 3 clusters
  Score: Raw -338752.792350 + Penalty 2670.052909 = -336082.739441
  nChanged 6
		SP:Iteration 16Q (1255.560000 sec): 3 clusters
  Score: Raw -338754.453362 + Penalty 2670.052909 = -336084.400453
  nChanged 6
		SP:Iteration 17Q (1255.710000 sec): 3 clusters
  Score: Raw -338755.599332 + Penalty 2670.052909 = -336085.546423
  nChanged 3
		SP:Iteration 18Q (1255.880000 sec): 3 clusters
  Score: Raw -338756.046349 + Penalty 2670.052909 = -336085.993441
  nChanged 1
		SP:Iteration 19Q (1256.070000 sec): 3 clusters
  Score: Raw -338756.408313 + Penalty 2670.052909 = -336086.355404
  nChanged 1
		SP:Iteration 20F (1256.260000 sec): 3 clusters
  Score: Raw -338756.658170 + Penalty 2670.052909 = -336086.605261
  nChanged 5
		SP:Iteration 21Q (1256.420000 sec): 3 clusters
  Score: Raw -338757.775872 + Penalty 2670.052909 = -336087.722963
  nChanged 6
		SP:Iteration 22Q (1256.610000 sec): 3 clusters
  Score: Raw -338759.357944 + Penalty 2670.052909 = -336089.305036
  nChanged 7
		SP:Iteration 23Q (1256.800000 sec): 3 clusters
  Score: Raw -338761.158437 + Penalty 2670.052909 = -336091.105528
  nChanged 11
		SP:Iteration 24Q (1256.960000 sec): 3 clusters
  Score: Raw -338764.871853 + Penalty 2670.052909 = -336094.818944
  nChanged 6
		SP:Iteration 25Q (1257.170000 sec): 3 clusters
  Score: Raw -338766.316209 + Penalty 2670.052909 = -336096.263300
  nChanged 5
		SP:Iteration 26Q (1257.350000 sec): 3 clusters
  Score: Raw -338767.457179 + Penalty 2670.052909 = -336097.404270
  nChanged 5
		SP:Iteration 27Q (1257.530000 sec): 3 clusters
  Score: Raw -338768.477537 + Penalty 2670.052909 = -336098.424628
  nChanged 5
		SP:Iteration 28Q (1257.710000 sec): 3 clusters
  Score: Raw -338769.353351 + Penalty 2670.052909 = -336099.300442
  nChanged 4
		SP:Iteration 29Q (1257.910000 sec): 3 clusters
  Score: Raw -338770.086628 + Penalty 2670.052909 = -336100.033719
  nChanged 4
		SP:Iteration 30Q (1258.070000 sec): 3 clusters
  Score: Raw -338770.637663 + Penalty 2670.052909 = -336100.584754
  nChanged 3
		SP:Iteration 31Q (1258.250000 sec): 3 clusters
  Score: Raw -338771.033765 + Penalty 2670.052909 = -336100.980857
  nChanged 1
		SP:Iteration 32Q (1258.450000 sec): 3 clusters
  Score: Raw -338771.334339 + Penalty 2670.052909 = -336101.281430
  nChanged 1
		SP:Iteration 33Q (1258.620000 sec): 3 clusters
  Score: Raw -338771.571488 + Penalty 2670.052909 = -336101.518579
  nChanged 1
		SP:Iteration 34Q (1258.790000 sec): 3 clusters
  Score: Raw -338771.791871 + Penalty 2670.052909 = -336101.738963
  nChanged 1
		SP:Iteration 35Q (1259.000000 sec): 3 clusters
  Score: Raw -338771.955957 + Penalty 2670.052909 = -336101.903048
  nChanged 1
		SP:Iteration 36Q (1259.170000 sec): 3 clusters
  Score: Raw -338772.095449 + Penalty 2670.052909 = -336102.042541
  nChanged 0
		SP:Iteration 37F (1259.340000 sec): 3 clusters
  Score: Raw -338772.095449 + Penalty 2670.052909 = -336102.042541
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (25086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1259.540000 sec): 2 clusters
  Score: Raw -2604183.297295 + Penalty 1646.135595 = -2602537.161700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1259.800000 sec): 3 clusters
  Score: Raw -2588931.401382 + Penalty 3292.271190 = -2585639.130192
  nChanged 11501
		SP:Iteration 1F (1260.110000 sec): 3 clusters
  Score: Raw -2596350.262663 + Penalty 3292.271190 = -2593057.991473
  nChanged 2513
		SP:Iteration 2F (1260.380000 sec): 3 clusters
  Score: Raw -2600515.447643 + Penalty 3292.271190 = -2597223.176453
  nChanged 3334
		SP:Iteration 3F (1260.690000 sec): 3 clusters
  Score: Raw -2605993.411712 + Penalty 3292.271190 = -2602701.140521
  nChanged 2713
		SP:Iteration 4F (1260.940000 sec): 3 clusters
  Score: Raw -2608654.485612 + Penalty 3292.271190 = -2605362.214422
  nChanged 1653
		SP:Iteration 5F (1261.260000 sec): 3 clusters
  Score: Raw -2609765.782930 + Penalty 3292.271190 = -2606473.511740
  nChanged 1108
		SP:Iteration 6Q (1261.590000 sec): 3 clusters
  Score: Raw -2610579.772216 + Penalty 3292.271190 = -2607287.501026
  nChanged 1058
		SP:Iteration 7Q (1261.880000 sec): 3 clusters
  Score: Raw -2611568.191798 + Penalty 3292.271190 = -2608275.920608
  nChanged 1253
		SP:Iteration 8Q (1262.170000 sec): 3 clusters
  Score: Raw -2612945.939591 + Penalty 3292.271190 = -2609653.668401
  nChanged 1465
		SP:Iteration 9F (1262.440000 sec): 3 clusters
  Score: Raw -2614996.396898 + Penalty 3292.271190 = -2611704.125708
  nChanged 1662
		SP:Iteration 10F (1262.770000 sec): 3 clusters
  Score: Raw -2618073.176449 + Penalty 3292.271190 = -2614780.905259
  nChanged 1661
		SP:Iteration 11F (1263.000000 sec): 3 clusters
  Score: Raw -2622420.395332 + Penalty 3292.271190 = -2619128.124142
  nChanged 1300
		SP:Iteration 12F (1263.260000 sec): 3 clusters
  Score: Raw -2625565.503201 + Penalty 3292.271190 = -2622273.232010
  nChanged 560
		SP:Iteration 13Q (1263.580000 sec): 3 clusters
  Score: Raw -2625954.885512 + Penalty 3292.271190 = -2622662.614322
  nChanged 194
		SP:Iteration 14Q (1263.870000 sec): 3 clusters
  Score: Raw -2625991.493043 + Penalty 3292.271190 = -2622699.221853
  nChanged 63
		SP:Iteration 15Q (1264.130000 sec): 3 clusters
  Score: Raw -2625997.253297 + Penalty 3292.271190 = -2622704.982106
  nChanged 11
		SP:Iteration 16Q (1264.380000 sec): 3 clusters
  Score: Raw -2625997.801121 + Penalty 3292.271190 = -2622705.529931
  nChanged 1
		SP:Iteration 17Q (1264.630000 sec): 3 clusters
  Score: Raw -2625997.842376 + Penalty 3292.271190 = -2622705.571186
  nChanged 1
		SP:Iteration 18Q (1264.960000 sec): 3 clusters
  Score: Raw -2625997.924499 + Penalty 3292.271190 = -2622705.653309
  nChanged 0
		SP:Iteration 19F (1265.250000 sec): 3 clusters
  Score: Raw -2625997.924499 + Penalty 3292.271190 = -2622705.653309
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (54069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1265.530000 sec): 2 clusters
  Score: Raw -5434989.028398 + Penalty 1770.927647 = -5433218.100751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1265.940000 sec): 3 clusters
  Score: Raw -5400536.197029 + Penalty 3541.855293 = -5396994.341736
  nChanged 25669
		SP:Iteration 1F (1266.340000 sec): 3 clusters
  Score: Raw -5415434.956816 + Penalty 3541.855293 = -5411893.101523
  nChanged 3177
		SP:Iteration 2F (1266.760000 sec): 3 clusters
  Score: Raw -5417606.748996 + Penalty 3541.855293 = -5414064.893702
  nChanged 4202
		SP:Iteration 3F (1267.150000 sec): 3 clusters
  Score: Raw -5421204.962975 + Penalty 3541.855293 = -5417663.107681
  nChanged 5125
		SP:Iteration 4F (1267.550000 sec): 3 clusters
  Score: Raw -5425725.020299 + Penalty 3541.855293 = -5422183.165006
  nChanged 4944
		SP:Iteration 5F (1267.990000 sec): 3 clusters
  Score: Raw -5429701.814556 + Penalty 3541.855293 = -5426159.959263
  nChanged 3784
		SP:Iteration 6F (1268.440000 sec): 3 clusters
  Score: Raw -5432406.198949 + Penalty 3541.855293 = -5428864.343655
  nChanged 2752
		SP:Iteration 7F (1268.820000 sec): 3 clusters
  Score: Raw -5434521.025050 + Penalty 3541.855293 = -5430979.169757
  nChanged 2261
		SP:Iteration 8Q (1269.260000 sec): 3 clusters
  Score: Raw -5436388.034739 + Penalty 3541.855293 = -5432846.179446
  nChanged 1895
		SP:Iteration 9Q (1269.710000 sec): 3 clusters
  Score: Raw -5438181.951426 + Penalty 3541.855293 = -5434640.096132
  nChanged 1699
		SP:Iteration 10Q (1270.140000 sec): 3 clusters
  Score: Raw -5440009.452267 + Penalty 3541.855293 = -5436467.596973
  nChanged 1544
		SP:Iteration 11Q (1270.610000 sec): 3 clusters
  Score: Raw -5441877.719472 + Penalty 3541.855293 = -5438335.864179
  nChanged 1278
		SP:Iteration 12Q (1271.110000 sec): 3 clusters
  Score: Raw -5443122.795270 + Penalty 3541.855293 = -5439580.939976
  nChanged 957
		SP:Iteration 13Q (1271.550000 sec): 3 clusters
  Score: Raw -5443682.459462 + Penalty 3541.855293 = -5440140.604169
  nChanged 729
		SP:Iteration 14Q (1272.040000 sec): 3 clusters
  Score: Raw -5444045.563506 + Penalty 3541.855293 = -5440503.708212
  nChanged 648
		SP:Iteration 15Q (1272.500000 sec): 3 clusters
  Score: Raw -5444452.674402 + Penalty 3541.855293 = -5440910.819108
  nChanged 717
		SP:Iteration 16Q (1272.960000 sec): 3 clusters
  Score: Raw -5445068.159748 + Penalty 3541.855293 = -5441526.304455
  nChanged 927
		SP:Iteration 17Q (1273.360000 sec): 3 clusters
  Score: Raw -5446307.339773 + Penalty 3541.855293 = -5442765.484479
  nChanged 1429
		SP:Iteration 18Q (1273.780000 sec): 3 clusters
  Score: Raw -5448954.709607 + Penalty 3541.855293 = -5445412.854314
  nChanged 1594
		SP:Iteration 19Q (1274.180000 sec): 3 clusters
  Score: Raw -5451909.322999 + Penalty 3541.855293 = -5448367.467705
  nChanged 1203
		SP:Iteration 20F (1274.580000 sec): 3 clusters
  Score: Raw -5453280.540285 + Penalty 3541.855293 = -5449738.684991
  nChanged 786
		SP:Iteration 21Q (1274.990000 sec): 3 clusters
  Score: Raw -5453843.069209 + Penalty 3541.855293 = -5450301.213916
  nChanged 604
		SP:Iteration 22Q (1275.380000 sec): 3 clusters
  Score: Raw -5454211.175533 + Penalty 3541.855293 = -5450669.320240
  nChanged 484
		SP:Iteration 23Q (1275.800000 sec): 3 clusters
  Score: Raw -5454436.692341 + Penalty 3541.855293 = -5450894.837047
  nChanged 426
		SP:Iteration 24Q (1276.210000 sec): 3 clusters
  Score: Raw -5454618.752139 + Penalty 3541.855293 = -5451076.896845
  nChanged 399
		SP:Iteration 25Q (1276.640000 sec): 3 clusters
  Score: Raw -5454764.164089 + Penalty 3541.855293 = -5451222.308795
  nChanged 357
		SP:Iteration 26Q (1277.050000 sec): 3 clusters
  Score: Raw -5454882.602642 + Penalty 3541.855293 = -5451340.747348
  nChanged 318
		SP:Iteration 27Q (1277.440000 sec): 3 clusters
  Score: Raw -5454980.032186 + Penalty 3541.855293 = -5451438.176892
  nChanged 297
		SP:Iteration 28Q (1277.800000 sec): 3 clusters
  Score: Raw -5455064.950800 + Penalty 3541.855293 = -5451523.095507
  nChanged 243
		SP:Iteration 29Q (1278.270000 sec): 3 clusters
  Score: Raw -5455123.707930 + Penalty 3541.855293 = -5451581.852636
  nChanged 231
		SP:Iteration 30Q (1278.640000 sec): 3 clusters
  Score: Raw -5455174.793981 + Penalty 3541.855293 = -5451632.938688
  nChanged 217
		SP:Iteration 31Q (1279.060000 sec): 3 clusters
  Score: Raw -5455216.430726 + Penalty 3541.855293 = -5451674.575433
  nChanged 186
		SP:Iteration 32Q (1279.490000 sec): 3 clusters
  Score: Raw -5455247.006339 + Penalty 3541.855293 = -5451705.151045
  nChanged 155
		SP:Iteration 33Q (1279.910000 sec): 3 clusters
  Score: Raw -5455270.165241 + Penalty 3541.855293 = -5451728.309948
  nChanged 128
		SP:Iteration 34Q (1280.310000 sec): 3 clusters
  Score: Raw -5455287.443107 + Penalty 3541.855293 = -5451745.587814
  nChanged 111
		SP:Iteration 35Q (1280.730000 sec): 3 clusters
  Score: Raw -5455300.963606 + Penalty 3541.855293 = -5451759.108312
  nChanged 107
		SP:Iteration 36Q (1281.160000 sec): 3 clusters
  Score: Raw -5455313.089799 + Penalty 3541.855293 = -5451771.234506
  nChanged 97
		SP:Iteration 37Q (1281.590000 sec): 3 clusters
  Score: Raw -5455323.253893 + Penalty 3541.855293 = -5451781.398599
  nChanged 94
		SP:Iteration 38Q (1281.990000 sec): 3 clusters
  Score: Raw -5455332.919548 + Penalty 3541.855293 = -5451791.064255
  nChanged 78
		SP:Iteration 39Q (1282.420000 sec): 3 clusters
  Score: Raw -5455340.195562 + Penalty 3541.855293 = -5451798.340268
  nChanged 71
		SP:Iteration 40F (1282.870000 sec): 3 clusters
  Score: Raw -5455354.785639 + Penalty 3541.855293 = -5451812.930346
  nChanged 73
		SP:Iteration 41Q (1283.330000 sec): 3 clusters
  Score: Raw -5455362.186479 + Penalty 3541.855293 = -5451820.331185
  nChanged 77
		SP:Iteration 42Q (1283.740000 sec): 3 clusters
  Score: Raw -5455368.541880 + Penalty 3541.855293 = -5451826.686587
  nChanged 65
		SP:Iteration 43Q (1284.150000 sec): 3 clusters
  Score: Raw -5455374.099579 + Penalty 3541.855293 = -5451832.244286
  nChanged 49
		SP:Iteration 44Q (1284.570000 sec): 3 clusters
  Score: Raw -5455377.991871 + Penalty 3541.855293 = -5451836.136578
  nChanged 43
		SP:Iteration 45Q (1284.970000 sec): 3 clusters
  Score: Raw -5455380.543778 + Penalty 3541.855293 = -5451838.688485
  nChanged 35
		SP:Iteration 46Q (1285.380000 sec): 3 clusters
  Score: Raw -5455382.392045 + Penalty 3541.855293 = -5451840.536751
  nChanged 26
		SP:Iteration 47Q (1285.820000 sec): 3 clusters
  Score: Raw -5455383.868046 + Penalty 3541.855293 = -5451842.012752
  nChanged 26
		SP:Iteration 48Q (1286.240000 sec): 3 clusters
  Score: Raw -5455385.261390 + Penalty 3541.855293 = -5451843.406097
  nChanged 26
		SP:Iteration 49Q (1286.660000 sec): 3 clusters
  Score: Raw -5455386.519523 + Penalty 3541.855293 = -5451844.664230
  nChanged 23
		SP:Iteration 50Q (1287.040000 sec): 3 clusters
  Score: Raw -5455387.452472 + Penalty 3541.855293 = -5451845.597178
  nChanged 18
		SP:Iteration 51Q (1287.450000 sec): 3 clusters
  Score: Raw -5455387.927180 + Penalty 3541.855293 = -5451846.071886
  nChanged 12
		SP:Iteration 52Q (1287.890000 sec): 3 clusters
  Score: Raw -5455388.317585 + Penalty 3541.855293 = -5451846.462291
  nChanged 8
		SP:Iteration 53Q (1288.270000 sec): 3 clusters
  Score: Raw -5455388.545590 + Penalty 3541.855293 = -5451846.690297
  nChanged 7
		SP:Iteration 54Q (1288.680000 sec): 3 clusters
  Score: Raw -5455388.728431 + Penalty 3541.855293 = -5451846.873137
  nChanged 5
		SP:Iteration 55Q (1289.100000 sec): 3 clusters
  Score: Raw -5455388.850249 + Penalty 3541.855293 = -5451846.994955
  nChanged 4
		SP:Iteration 56Q (1289.530000 sec): 3 clusters
  Score: Raw -5455388.962944 + Penalty 3541.855293 = -5451847.107651
  nChanged 3
		SP:Iteration 57Q (1289.980000 sec): 3 clusters
  Score: Raw -5455389.058703 + Penalty 3541.855293 = -5451847.203409
  nChanged 5
		SP:Iteration 58Q (1290.430000 sec): 3 clusters
  Score: Raw -5455389.251441 + Penalty 3541.855293 = -5451847.396148
  nChanged 6
		SP:Iteration 59Q (1290.870000 sec): 3 clusters
  Score: Raw -5455389.409499 + Penalty 3541.855293 = -5451847.554206
  nChanged 3
		SP:Iteration 60F (1291.290000 sec): 3 clusters
  Score: Raw -5455389.513113 + Penalty 3541.855293 = -5451847.657819
  nChanged 5
		SP:Iteration 61Q (1291.700000 sec): 3 clusters
  Score: Raw -5455389.688565 + Penalty 3541.855293 = -5451847.833272
  nChanged 5
		SP:Iteration 62Q (1292.110000 sec): 3 clusters
  Score: Raw -5455389.872482 + Penalty 3541.855293 = -5451848.017188
  nChanged 3
		SP:Iteration 63Q (1292.480000 sec): 3 clusters
  Score: Raw -5455389.970079 + Penalty 3541.855293 = -5451848.114786
  nChanged 2
		SP:Iteration 64Q (1292.910000 sec): 3 clusters
  Score: Raw -5455390.040309 + Penalty 3541.855293 = -5451848.185016
  nChanged 4
		SP:Iteration 65Q (1293.360000 sec): 3 clusters
  Score: Raw -5455390.166241 + Penalty 3541.855293 = -5451848.310948
  nChanged 3
		SP:Iteration 66Q (1293.810000 sec): 3 clusters
  Score: Raw -5455390.241816 + Penalty 3541.855293 = -5451848.386523
  nChanged 2
		SP:Iteration 67Q (1294.230000 sec): 3 clusters
  Score: Raw -5455390.268899 + Penalty 3541.855293 = -5451848.413605
  nChanged 2
		SP:Iteration 68Q (1294.660000 sec): 3 clusters
  Score: Raw -5455390.333939 + Penalty 3541.855293 = -5451848.478646
  nChanged 4
		SP:Iteration 69Q (1295.100000 sec): 3 clusters
  Score: Raw -5455390.477753 + Penalty 3541.855293 = -5451848.622459
  nChanged 6
		SP:Iteration 70Q (1295.540000 sec): 3 clusters
  Score: Raw -5455390.655917 + Penalty 3541.855293 = -5451848.800623
  nChanged 7
		SP:Iteration 71Q (1295.960000 sec): 3 clusters
  Score: Raw -5455390.801838 + Penalty 3541.855293 = -5451848.946544
  nChanged 6
		SP:Iteration 72Q (1296.370000 sec): 3 clusters
  Score: Raw -5455390.922478 + Penalty 3541.855293 = -5451849.067184
  nChanged 2
		SP:Iteration 73Q (1296.790000 sec): 3 clusters
  Score: Raw -5455390.958649 + Penalty 3541.855293 = -5451849.103356
  nChanged 2
		SP:Iteration 74Q (1297.190000 sec): 3 clusters
  Score: Raw -5455390.998558 + Penalty 3541.855293 = -5451849.143265
  nChanged 3
		SP:Iteration 75Q (1297.620000 sec): 3 clusters
  Score: Raw -5455391.102449 + Penalty 3541.855293 = -5451849.247156
  nChanged 5
		SP:Iteration 76Q (1298.040000 sec): 3 clusters
  Score: Raw -5455391.225140 + Penalty 3541.855293 = -5451849.369847
  nChanged 3
		SP:Iteration 77Q (1298.470000 sec): 3 clusters
  Score: Raw -5455391.343645 + Penalty 3541.855293 = -5451849.488351
  nChanged 5
		SP:Iteration 78Q (1298.890000 sec): 3 clusters
  Score: Raw -5455391.519605 + Penalty 3541.855293 = -5451849.664311
  nChanged 4
		SP:Iteration 79Q (1299.280000 sec): 3 clusters
  Score: Raw -5455391.642856 + Penalty 3541.855293 = -5451849.787563
  nChanged 2
		SP:Iteration 80F (1299.660000 sec): 3 clusters
  Score: Raw -5455391.704763 + Penalty 3541.855293 = -5451849.849469
  nChanged 2
		SP:Iteration 81Q (1300.030000 sec): 3 clusters
  Score: Raw -5455391.742421 + Penalty 3541.855293 = -5451849.887127
  nChanged 2
		SP:Iteration 82Q (1300.390000 sec): 3 clusters
  Score: Raw -5455391.776001 + Penalty 3541.855293 = -5451849.920707
  nChanged 1
		SP:Iteration 83Q (1300.820000 sec): 3 clusters
  Score: Raw -5455391.787197 + Penalty 3541.855293 = -5451849.931903
  nChanged 1
		SP:Iteration 84Q (1301.170000 sec): 3 clusters
  Score: Raw -5455391.808641 + Penalty 3541.855293 = -5451849.953348
  nChanged 1
		SP:Iteration 85Q (1301.560000 sec): 3 clusters
  Score: Raw -5455391.827276 + Penalty 3541.855293 = -5451849.971983
  nChanged 0
		SP:Iteration 86F (1301.990000 sec): 3 clusters
  Score: Raw -5455391.827276 + Penalty 3541.855293 = -5451849.971983
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (23161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1302.190000 sec): 2 clusters
  Score: Raw -2177645.909847 + Penalty 1633.161580 = -2176012.748267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1302.480000 sec): 3 clusters
  Score: Raw -2163732.614439 + Penalty 3266.323160 = -2160466.291278
  nChanged 10612
		SP:Iteration 1F (1302.740000 sec): 3 clusters
  Score: Raw -2171253.526023 + Penalty 3266.323160 = -2167987.202863
  nChanged 2318
		SP:Iteration 2F (1303.030000 sec): 3 clusters
  Score: Raw -2173681.168526 + Penalty 3266.323160 = -2170414.845365
  nChanged 2283
		SP:Iteration 3F (1303.310000 sec): 3 clusters
  Score: Raw -2176718.910157 + Penalty 3266.323160 = -2173452.586997
  nChanged 2341
		SP:Iteration 4F (1303.570000 sec): 3 clusters
  Score: Raw -2180110.322176 + Penalty 3266.323160 = -2176843.999015
  nChanged 2135
		SP:Iteration 5F (1303.830000 sec): 3 clusters
  Score: Raw -2183010.977875 + Penalty 3266.323160 = -2179744.654715
  nChanged 1503
		SP:Iteration 6F (1304.130000 sec): 3 clusters
  Score: Raw -2184877.391727 + Penalty 3266.323160 = -2181611.068567
  nChanged 1004
		SP:Iteration 7Q (1304.390000 sec): 3 clusters
  Score: Raw -2186228.804676 + Penalty 3266.323160 = -2182962.481515
  nChanged 826
		SP:Iteration 8Q (1304.710000 sec): 3 clusters
  Score: Raw -2187298.309640 + Penalty 3266.323160 = -2184031.986480
  nChanged 703
		SP:Iteration 9Q (1304.990000 sec): 3 clusters
  Score: Raw -2187901.934791 + Penalty 3266.323160 = -2184635.611630
  nChanged 563
		SP:Iteration 10Q (1305.270000 sec): 3 clusters
  Score: Raw -2188286.362170 + Penalty 3266.323160 = -2185020.039009
  nChanged 461
		SP:Iteration 11Q (1305.530000 sec): 3 clusters
  Score: Raw -2188529.133024 + Penalty 3266.323160 = -2185262.809864
  nChanged 364
		SP:Iteration 12Q (1305.800000 sec): 3 clusters
  Score: Raw -2188686.705387 + Penalty 3266.323160 = -2185420.382227
  nChanged 330
		SP:Iteration 13Q (1306.070000 sec): 3 clusters
  Score: Raw -2188821.918480 + Penalty 3266.323160 = -2185555.595320
  nChanged 303
		SP:Iteration 14Q (1306.320000 sec): 3 clusters
  Score: Raw -2188946.451932 + Penalty 3266.323160 = -2185680.128772
  nChanged 259
		SP:Iteration 15Q (1306.530000 sec): 3 clusters
  Score: Raw -2189043.713417 + Penalty 3266.323160 = -2185777.390257
  nChanged 212
		SP:Iteration 16Q (1306.800000 sec): 3 clusters
  Score: Raw -2189116.128081 + Penalty 3266.323160 = -2185849.804921
  nChanged 191
		SP:Iteration 17Q (1307.090000 sec): 3 clusters
  Score: Raw -2189185.634219 + Penalty 3266.323160 = -2185919.311059
  nChanged 184
		SP:Iteration 18Q (1307.370000 sec): 3 clusters
  Score: Raw -2189266.905311 + Penalty 3266.323160 = -2186000.582150
  nChanged 156
		SP:Iteration 19Q (1307.630000 sec): 3 clusters
  Score: Raw -2189325.079076 + Penalty 3266.323160 = -2186058.755915
  nChanged 118
		SP:Iteration 20F (1307.960000 sec): 3 clusters
  Score: Raw -2189364.349690 + Penalty 3266.323160 = -2186098.026529
  nChanged 101
		SP:Iteration 21Q (1308.220000 sec): 3 clusters
  Score: Raw -2189390.844831 + Penalty 3266.323160 = -2186124.521671
  nChanged 85
		SP:Iteration 22Q (1308.480000 sec): 3 clusters
  Score: Raw -2189407.882376 + Penalty 3266.323160 = -2186141.559216
  nChanged 52
		SP:Iteration 23Q (1308.720000 sec): 3 clusters
  Score: Raw -2189414.000237 + Penalty 3266.323160 = -2186147.677076
  nChanged 36
		SP:Iteration 24Q (1309.010000 sec): 3 clusters
  Score: Raw -2189417.314178 + Penalty 3266.323160 = -2186150.991018
  nChanged 23
		SP:Iteration 25Q (1309.280000 sec): 3 clusters
  Score: Raw -2189418.962450 + Penalty 3266.323160 = -2186152.639289
  nChanged 18
		SP:Iteration 26Q (1309.560000 sec): 3 clusters
  Score: Raw -2189419.837906 + Penalty 3266.323160 = -2186153.514746
  nChanged 5
		SP:Iteration 27Q (1309.880000 sec): 3 clusters
  Score: Raw -2189420.040311 + Penalty 3266.323160 = -2186153.717151
  nChanged 1
		SP:Iteration 28Q (1310.170000 sec): 3 clusters
  Score: Raw -2189420.104761 + Penalty 3266.323160 = -2186153.781601
  nChanged 3
		SP:Iteration 29Q (1310.500000 sec): 3 clusters
  Score: Raw -2189420.367832 + Penalty 3266.323160 = -2186154.044672
  nChanged 5
		SP:Iteration 30Q (1310.780000 sec): 3 clusters
  Score: Raw -2189420.756868 + Penalty 3266.323160 = -2186154.433708
  nChanged 7
		SP:Iteration 31Q (1311.080000 sec): 3 clusters
  Score: Raw -2189421.254351 + Penalty 3266.323160 = -2186154.931190
  nChanged 5
		SP:Iteration 32Q (1311.300000 sec): 3 clusters
  Score: Raw -2189421.767976 + Penalty 3266.323160 = -2186155.444815
  nChanged 6
		SP:Iteration 33Q (1311.580000 sec): 3 clusters
  Score: Raw -2189422.051612 + Penalty 3266.323160 = -2186155.728452
  nChanged 5
		SP:Iteration 34Q (1311.840000 sec): 3 clusters
  Score: Raw -2189422.380079 + Penalty 3266.323160 = -2186156.056919
  nChanged 5
		SP:Iteration 35Q (1312.120000 sec): 3 clusters
  Score: Raw -2189422.685619 + Penalty 3266.323160 = -2186156.362459
  nChanged 3
		SP:Iteration 36Q (1312.400000 sec): 3 clusters
  Score: Raw -2189422.853622 + Penalty 3266.323160 = -2186156.530462
  nChanged 1
		SP:Iteration 37Q (1312.680000 sec): 3 clusters
  Score: Raw -2189422.914997 + Penalty 3266.323160 = -2186156.591836
  nChanged 3
		SP:Iteration 38Q (1312.960000 sec): 3 clusters
  Score: Raw -2189423.056497 + Penalty 3266.323160 = -2186156.733337
  nChanged 0
		SP:Iteration 39F (1313.280000 sec): 3 clusters
  Score: Raw -2189423.056497 + Penalty 3266.323160 = -2186156.733337
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Iteration 20F (1383.710000 sec): 35 clusters
  Score: Raw -137854042.472733 + Penalty 78049.714764 = -137775992.757969
  nChanged 66943
Iteration 21Q (1434.490000 sec): 35 clusters
  Score: Raw -137881352.239698 + Penalty 78049.714764 = -137803302.524934
  nChanged 33346
Iteration 22Q (1481.510000 sec): 35 clusters
  Score: Raw -137892226.149180 + Penalty 78049.714764 = -137814176.434416
  nChanged 23914
Iteration 23Q (1529.100000 sec): 35 clusters
  Score: Raw -137898586.239387 + Penalty 78049.714764 = -137820536.524623
  nChanged 18654
Iteration 24Q (1577.190000 sec): 35 clusters
  Score: Raw -137902801.025650 + Penalty 78049.714764 = -137824751.310886
  nChanged 15322
Iteration 25Q (1627.670000 sec): 35 clusters
  Score: Raw -137905928.278224 + Penalty 78049.714764 = -137827878.563460
  nChanged 12947
Iteration 26Q (1671.560000 sec): 35 clusters
  Score: Raw -137908312.946335 + Penalty 78049.714764 = -137830263.231571
  nChanged 11268
Iteration 27Q (1717.690000 sec): 35 clusters
  Score: Raw -137910175.695855 + Penalty 78049.714764 = -137832125.981090
  nChanged 9931
Iteration 28Q (1764.600000 sec): 35 clusters
  Score: Raw -137911762.679433 + Penalty 78049.714764 = -137833712.964669
  nChanged 8769
Iteration 29Q (1811.060000 sec): 35 clusters
  Score: Raw -137913065.813226 + Penalty 78049.714764 = -137835016.098462
  nChanged 7848
Iteration 30Q (1859.870000 sec): 35 clusters
  Score: Raw -137914185.797333 + Penalty 78049.714764 = -137836136.082568
  nChanged 7108
Iteration 31Q (1909.870000 sec): 35 clusters
  Score: Raw -137915132.929052 + Penalty 78049.714764 = -137837083.214288
  nChanged 6221
Iteration 32Q (1957.170000 sec): 35 clusters
  Score: Raw -137915939.583538 + Penalty 78049.714764 = -137837889.868774
  nChanged 5674
Iteration 33Q (2002.680000 sec): 35 clusters
  Score: Raw -137916678.950879 + Penalty 78049.714764 = -137838629.236115
  nChanged 5026
Iteration 34Q (2046.580000 sec): 35 clusters
  Score: Raw -137917280.609627 + Penalty 78049.714764 = -137839230.894863
  nChanged 4507
Iteration 35Q (2090.300000 sec): 35 clusters
  Score: Raw -137917785.604416 + Penalty 78049.714764 = -137839735.889652
  nChanged 4088
Iteration 36Q (2139.240000 sec): 35 clusters
  Score: Raw -137918218.113472 + Penalty 78049.714764 = -137840168.398708
  nChanged 3689
Iteration 37Q (2186.940000 sec): 35 clusters
  Score: Raw -137918579.469187 + Penalty 78049.714764 = -137840529.754422
  nChanged 3374
Iteration 38Q (2232.400000 sec): 35 clusters
  Score: Raw -137918898.838741 + Penalty 78049.714764 = -137840849.123977
  nChanged 3091
Iteration 39Q (2281.810000 sec): 35 clusters
  Score: Raw -137919162.562779 + Penalty 78049.714764 = -137841112.848015
  nChanged 2740
Iteration 40F (2360.370000 sec): 35 clusters
  Score: Raw -137920027.327426 + Penalty 78049.714764 = -137841977.612662
  nChanged 3293
Iteration 41Q (2409.870000 sec): 35 clusters
  Score: Raw -137920599.356660 + Penalty 78049.714764 = -137842549.641896
  nChanged 3379
Iteration 42Q (2458.860000 sec): 35 clusters
  Score: Raw -137921035.186462 + Penalty 78049.714764 = -137842985.471698
  nChanged 3080
Iteration 43Q (2509.860000 sec): 35 clusters
  Score: Raw -137921421.091437 + Penalty 78049.714764 = -137843371.376673
  nChanged 3103
Iteration 44Q (2561.320000 sec): 35 clusters
  Score: Raw -137921807.036466 + Penalty 78049.714764 = -137843757.321702
  nChanged 3040
Iteration 45Q (2611.080000 sec): 35 clusters
  Score: Raw -137922182.060590 + Penalty 78049.714764 = -137844132.345825
  nChanged 2958
Iteration 46Q (2660.850000 sec): 35 clusters
  Score: Raw -137922547.309824 + Penalty 78049.714764 = -137844497.595059
  nChanged 2754
Iteration 47Q (2709.350000 sec): 35 clusters
  Score: Raw -137922842.984514 + Penalty 78049.714764 = -137844793.269750
  nChanged 2706
Iteration 48Q (2760.900000 sec): 35 clusters
  Score: Raw -137923138.032691 + Penalty 78049.714764 = -137845088.317927
  nChanged 2713
Iteration 49Q (2807.300000 sec): 35 clusters
  Score: Raw -137923412.191435 + Penalty 78049.714764 = -137845362.476671
  nChanged 2552
Iteration 50Q (2864.320000 sec): 35 clusters
  Score: Raw -137923641.947033 + Penalty 78049.714764 = -137845592.232268
  nChanged 2445
Iteration 51Q (2922.350000 sec): 35 clusters
  Score: Raw -137923838.009940 + Penalty 78049.714764 = -137845788.295175
  nChanged 2270
Iteration 52Q (2985.550000 sec): 35 clusters
  Score: Raw -137924003.809378 + Penalty 78049.714764 = -137845954.094614
  nChanged 2089
Iteration 53Q (3045.290000 sec): 35 clusters
  Score: Raw -137924150.228659 + Penalty 78049.714764 = -137846100.513895
  nChanged 1961
Iteration 54Q (3096.080000 sec): 35 clusters
  Score: Raw -137924298.377162 + Penalty 78049.714764 = -137846248.662398
  nChanged 1888
Iteration 55Q (3145.530000 sec): 35 clusters
  Score: Raw -137924438.041896 + Penalty 78049.714764 = -137846388.327132
  nChanged 1828
Iteration 56Q (3195.250000 sec): 35 clusters
  Score: Raw -137924569.868886 + Penalty 78049.714764 = -137846520.154122
  nChanged 1791
Iteration 57Q (3247.890000 sec): 35 clusters
  Score: Raw -137924695.050656 + Penalty 78049.714764 = -137846645.335891
  nChanged 1741
Iteration 58Q (3298.170000 sec): 35 clusters
  Score: Raw -137924813.541539 + Penalty 78049.714764 = -137846763.826774
  nChanged 1625
Writing temp clu file 
Because OldScore, -137846645.335891, is greater than current (better) Score,-137846763.826774 
 Compute initial score before splitting:   Score: Raw -137924813.541539 + Penalty 78049.714764 = -137846763.826774
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (8437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3298.590000 sec): 2 clusters
  Score: Raw -767769.467012 + Penalty 1469.062087 = -766300.404925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3298.820000 sec): 3 clusters
  Score: Raw -763113.774039 + Penalty 2938.124174 = -760175.649865
  nChanged 3539
		SP:Iteration 1F (3298.980000 sec): 3 clusters
  Score: Raw -765625.636741 + Penalty 2938.124174 = -762687.512567
  nChanged 882
		SP:Iteration 2F (3299.130000 sec): 3 clusters
  Score: Raw -766780.202449 + Penalty 2938.124174 = -763842.078274
  nChanged 849
		SP:Iteration 3F (3299.340000 sec): 3 clusters
  Score: Raw -768074.293310 + Penalty 2938.124174 = -765136.169136
  nChanged 787
		SP:Iteration 4F (3299.530000 sec): 3 clusters
  Score: Raw -769005.054015 + Penalty 2938.124174 = -766066.929841
  nChanged 591
		SP:Iteration 5F (3299.720000 sec): 3 clusters
  Score: Raw -769546.069176 + Penalty 2938.124174 = -766607.945001
  nChanged 461
		SP:Iteration 6F (3299.950000 sec): 3 clusters
  Score: Raw -769959.453486 + Penalty 2938.124174 = -767021.329312
  nChanged 330
		SP:Iteration 7Q (3300.200000 sec): 3 clusters
  Score: Raw -770176.627607 + Penalty 2938.124174 = -767238.503433
  nChanged 215
		SP:Iteration 8Q (3300.380000 sec): 3 clusters
  Score: Raw -770287.079264 + Penalty 2938.124174 = -767348.955090
  nChanged 170
		SP:Iteration 9Q (3300.630000 sec): 3 clusters
  Score: Raw -770366.590606 + Penalty 2938.124174 = -767428.466432
  nChanged 113
		SP:Iteration 10Q (3300.850000 sec): 3 clusters
  Score: Raw -770408.824791 + Penalty 2938.124174 = -767470.700617
  nChanged 100
		SP:Iteration 11Q (3301.080000 sec): 3 clusters
  Score: Raw -770440.030202 + Penalty 2938.124174 = -767501.906028
  nChanged 68
		SP:Iteration 12Q (3301.270000 sec): 3 clusters
  Score: Raw -770459.126662 + Penalty 2938.124174 = -767521.002488
  nChanged 61
		SP:Iteration 13Q (3301.480000 sec): 3 clusters
  Score: Raw -770479.089012 + Penalty 2938.124174 = -767540.964838
  nChanged 57
		SP:Iteration 14Q (3301.700000 sec): 3 clusters
  Score: Raw -770498.959636 + Penalty 2938.124174 = -767560.835462
  nChanged 53
		SP:Iteration 15Q (3301.940000 sec): 3 clusters
  Score: Raw -770522.245789 + Penalty 2938.124174 = -767584.121615
  nChanged 62
		SP:Iteration 16Q (3302.120000 sec): 3 clusters
  Score: Raw -770545.575470 + Penalty 2938.124174 = -767607.451296
  nChanged 58
		SP:Iteration 17Q (3302.310000 sec): 3 clusters
  Score: Raw -770578.829664 + Penalty 2938.124174 = -767640.705490
  nChanged 59
		SP:Iteration 18Q (3302.540000 sec): 3 clusters
  Score: Raw -770621.358845 + Penalty 2938.124174 = -767683.234670
  nChanged 67
		SP:Iteration 19Q (3302.800000 sec): 3 clusters
  Score: Raw -770691.791053 + Penalty 2938.124174 = -767753.666879
  nChanged 89
		SP:Iteration 20F (3303.030000 sec): 3 clusters
  Score: Raw -770800.754310 + Penalty 2938.124174 = -767862.630136
  nChanged 83
		SP:Iteration 21Q (3303.290000 sec): 3 clusters
  Score: Raw -770871.079394 + Penalty 2938.124174 = -767932.955220
  nChanged 80
		SP:Iteration 22Q (3303.490000 sec): 3 clusters
  Score: Raw -770904.301589 + Penalty 2938.124174 = -767966.177415
  nChanged 55
		SP:Iteration 23Q (3303.670000 sec): 3 clusters
  Score: Raw -770923.238541 + Penalty 2938.124174 = -767985.114367
  nChanged 38
		SP:Iteration 24Q (3303.890000 sec): 3 clusters
  Score: Raw -770934.240860 + Penalty 2938.124174 = -767996.116686
  nChanged 32
		SP:Iteration 25Q (3304.130000 sec): 3 clusters
  Score: Raw -770944.416604 + Penalty 2938.124174 = -768006.292430
  nChanged 32
		SP:Iteration 26Q (3304.360000 sec): 3 clusters
  Score: Raw -770953.255110 + Penalty 2938.124174 = -768015.130936
  nChanged 20
		SP:Iteration 27Q (3304.540000 sec): 3 clusters
  Score: Raw -770958.156136 + Penalty 2938.124174 = -768020.031961
  nChanged 21
		SP:Iteration 28Q (3304.770000 sec): 3 clusters
  Score: Raw -770963.409364 + Penalty 2938.124174 = -768025.285190
  nChanged 20
		SP:Iteration 29Q (3305.020000 sec): 3 clusters
  Score: Raw -770968.118930 + Penalty 2938.124174 = -768029.994756
  nChanged 19
		SP:Iteration 30Q (3305.280000 sec): 3 clusters
  Score: Raw -770973.931130 + Penalty 2938.124174 = -768035.806955
  nChanged 19
		SP:Iteration 31Q (3305.470000 sec): 3 clusters
  Score: Raw -770979.358517 + Penalty 2938.124174 = -768041.234343
  nChanged 16
		SP:Iteration 32Q (3305.740000 sec): 3 clusters
  Score: Raw -770983.640307 + Penalty 2938.124174 = -768045.516133
  nChanged 16
		SP:Iteration 33Q (3305.940000 sec): 3 clusters
  Score: Raw -770986.554240 + Penalty 2938.124174 = -768048.430065
  nChanged 13
		SP:Iteration 34Q (3306.140000 sec): 3 clusters
  Score: Raw -770988.554788 + Penalty 2938.124174 = -768050.430614
  nChanged 6
		SP:Iteration 35Q (3306.380000 sec): 3 clusters
  Score: Raw -770989.449343 + Penalty 2938.124174 = -768051.325169
  nChanged 3
		SP:Iteration 36Q (3306.570000 sec): 3 clusters
  Score: Raw -770989.827229 + Penalty 2938.124174 = -768051.703055
  nChanged 3
		SP:Iteration 37Q (3306.790000 sec): 3 clusters
  Score: Raw -770990.770314 + Penalty 2938.124174 = -768052.646140
  nChanged 3
		SP:Iteration 38Q (3307.010000 sec): 3 clusters
  Score: Raw -770991.655137 + Penalty 2938.124174 = -768053.530962
  nChanged 2
		SP:Iteration 39Q (3307.230000 sec): 3 clusters
  Score: Raw -770992.001274 + Penalty 2938.124174 = -768053.877100
  nChanged 2
		SP:Iteration 40F (3307.410000 sec): 3 clusters
  Score: Raw -770992.298095 + Penalty 2938.124174 = -768054.173921
  nChanged 1
		SP:Iteration 41Q (3307.640000 sec): 3 clusters
  Score: Raw -770992.410804 + Penalty 2938.124174 = -768054.286630
  nChanged 3
		SP:Iteration 42Q (3307.900000 sec): 3 clusters
  Score: Raw -770992.905727 + Penalty 2938.124174 = -768054.781553
  nChanged 2
		SP:Iteration 43Q (3308.080000 sec): 3 clusters
  Score: Raw -770993.025795 + Penalty 2938.124174 = -768054.901621
  nChanged 1
		SP:Iteration 44Q (3308.270000 sec): 3 clusters
  Score: Raw -770993.136245 + Penalty 2938.124174 = -768055.012071
  nChanged 1
		SP:Iteration 45Q (3308.500000 sec): 3 clusters
  Score: Raw -770993.328071 + Penalty 2938.124174 = -768055.203897
  nChanged 2
		SP:Iteration 46Q (3308.680000 sec): 3 clusters
  Score: Raw -770993.692377 + Penalty 2938.124174 = -768055.568203
  nChanged 1
		SP:Iteration 47Q (3308.880000 sec): 3 clusters
  Score: Raw -770993.783512 + Penalty 2938.124174 = -768055.659338
  nChanged 1
		SP:Iteration 48Q (3309.040000 sec): 3 clusters
  Score: Raw -770993.882819 + Penalty 2938.124174 = -768055.758645
  nChanged 0
		SP:Iteration 49F (3309.300000 sec): 3 clusters
  Score: Raw -770993.882819 + Penalty 2938.124174 = -768055.758645
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (93820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3309.780000 sec): 2 clusters
  Score: Raw -9973259.397427 + Penalty 1860.484166 = -9971398.913261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3310.420000 sec): 3 clusters
  Score: Raw -9912222.017442 + Penalty 3720.968333 = -9908501.049109
  nChanged 44546
		SP:Iteration 1F (3311.050000 sec): 3 clusters
  Score: Raw -9938214.586104 + Penalty 3720.968333 = -9934493.617771
  nChanged 3215
		SP:Iteration 2Q (3311.660000 sec): 3 clusters
  Score: Raw -9939128.900164 + Penalty 3720.968333 = -9935407.931831
  nChanged 3876
		SP:Iteration 3Q (3312.300000 sec): 3 clusters
  Score: Raw -9940569.059250 + Penalty 3720.968333 = -9936848.090917
  nChanged 5002
		SP:Iteration 4F (3312.910000 sec): 3 clusters
  Score: Raw -9943129.366204 + Penalty 3720.968333 = -9939408.397871
  nChanged 6688
		SP:Iteration 5F (3313.580000 sec): 3 clusters
  Score: Raw -9947705.548295 + Penalty 3720.968333 = -9943984.579962
  nChanged 7940
		SP:Iteration 6F (3314.320000 sec): 3 clusters
  Score: Raw -9954451.384927 + Penalty 3720.968333 = -9950730.416594
  nChanged 7956
		SP:Iteration 7F (3314.950000 sec): 3 clusters
  Score: Raw -9962104.200670 + Penalty 3720.968333 = -9958383.232337
  nChanged 6086
		SP:Iteration 8F (3315.530000 sec): 3 clusters
  Score: Raw -9968121.062568 + Penalty 3720.968333 = -9964400.094235
  nChanged 3440
		SP:Iteration 9Q (3316.180000 sec): 3 clusters
  Score: Raw -9971298.228606 + Penalty 3720.968333 = -9967577.260273
  nChanged 1564
		SP:Iteration 10Q (3316.860000 sec): 3 clusters
  Score: Raw -9972622.811341 + Penalty 3720.968333 = -9968901.843009
  nChanged 629
		SP:Iteration 11Q (3317.440000 sec): 3 clusters
  Score: Raw -9973123.089148 + Penalty 3720.968333 = -9969402.120815
  nChanged 276
		SP:Iteration 12Q (3317.980000 sec): 3 clusters
  Score: Raw -9973338.818209 + Penalty 3720.968333 = -9969617.849877
  nChanged 142
		SP:Iteration 13Q (3318.550000 sec): 3 clusters
  Score: Raw -9973442.353520 + Penalty 3720.968333 = -9969721.385187
  nChanged 83
		SP:Iteration 14Q (3319.080000 sec): 3 clusters
  Score: Raw -9973509.221291 + Penalty 3720.968333 = -9969788.252958
  nChanged 49
		SP:Iteration 15Q (3319.680000 sec): 3 clusters
  Score: Raw -9973549.476081 + Penalty 3720.968333 = -9969828.507748
  nChanged 30
		SP:Iteration 16Q (3320.180000 sec): 3 clusters
  Score: Raw -9973571.654004 + Penalty 3720.968333 = -9969850.685671
  nChanged 19
		SP:Iteration 17Q (3320.750000 sec): 3 clusters
  Score: Raw -9973583.326316 + Penalty 3720.968333 = -9969862.357983
  nChanged 19
		SP:Iteration 18Q (3321.250000 sec): 3 clusters
  Score: Raw -9973599.882530 + Penalty 3720.968333 = -9969878.914197
  nChanged 17
		SP:Iteration 19Q (3321.810000 sec): 3 clusters
  Score: Raw -9973611.986924 + Penalty 3720.968333 = -9969891.018591
  nChanged 11
		SP:Iteration 20F (3322.360000 sec): 3 clusters
  Score: Raw -9973618.198689 + Penalty 3720.968333 = -9969897.230356
  nChanged 7
		SP:Iteration 21Q (3322.940000 sec): 3 clusters
  Score: Raw -9973620.985069 + Penalty 3720.968333 = -9969900.016736
  nChanged 2
		SP:Iteration 22Q (3323.450000 sec): 3 clusters
  Score: Raw -9973621.947638 + Penalty 3720.968333 = -9969900.979305
  nChanged 4
		SP:Iteration 23Q (3323.940000 sec): 3 clusters
  Score: Raw -9973624.656108 + Penalty 3720.968333 = -9969903.687776
  nChanged 2
		SP:Iteration 24Q (3324.480000 sec): 3 clusters
  Score: Raw -9973626.020401 + Penalty 3720.968333 = -9969905.052068
  nChanged 2
		SP:Iteration 25Q (3324.990000 sec): 3 clusters
  Score: Raw -9973627.550965 + Penalty 3720.968333 = -9969906.582632
  nChanged 2
		SP:Iteration 26Q (3325.490000 sec): 3 clusters
  Score: Raw -9973628.908020 + Penalty 3720.968333 = -9969907.939687
  nChanged 1
		SP:Iteration 27Q (3326.070000 sec): 3 clusters
  Score: Raw -9973629.111798 + Penalty 3720.968333 = -9969908.143466
  nChanged 0
		SP:Iteration 28F (3326.680000 sec): 3 clusters
  Score: Raw -9973629.111798 + Penalty 3720.968333 = -9969908.143466
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (26368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3326.890000 sec): 2 clusters
  Score: Raw -2807390.725356 + Penalty 1654.234795 = -2805736.490560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3327.200000 sec): 3 clusters
  Score: Raw -2791277.926574 + Penalty 3308.469591 = -2787969.456984
  nChanged 12083
		SP:Iteration 1F (3327.520000 sec): 3 clusters
  Score: Raw -2797985.949759 + Penalty 3308.469591 = -2794677.480169
  nChanged 1155
		SP:Iteration 2Q (3327.850000 sec): 3 clusters
  Score: Raw -2798353.965109 + Penalty 3308.469591 = -2795045.495519
  nChanged 1047
		SP:Iteration 3Q (3328.170000 sec): 3 clusters
  Score: Raw -2798652.507104 + Penalty 3308.469591 = -2795344.037514
  nChanged 953
		SP:Iteration 4Q (3328.470000 sec): 3 clusters
  Score: Raw -2798930.462082 + Penalty 3308.469591 = -2795621.992492
  nChanged 931
		SP:Iteration 5Q (3328.770000 sec): 3 clusters
  Score: Raw -2799219.485545 + Penalty 3308.469591 = -2795911.015955
  nChanged 979
		SP:Iteration 6Q (3329.080000 sec): 3 clusters
  Score: Raw -2799565.472127 + Penalty 3308.469591 = -2796257.002536
  nChanged 1170
		SP:Iteration 7Q (3329.370000 sec): 3 clusters
  Score: Raw -2800110.368435 + Penalty 3308.469591 = -2796801.898844
  nChanged 1528
		SP:Iteration 8F (3329.690000 sec): 3 clusters
  Score: Raw -2801057.778618 + Penalty 3308.469591 = -2797749.309028
  nChanged 1850
		SP:Iteration 9F (3330.030000 sec): 3 clusters
  Score: Raw -2802446.295067 + Penalty 3308.469591 = -2799137.825477
  nChanged 1941
		SP:Iteration 10F (3330.330000 sec): 3 clusters
  Score: Raw -2804004.378094 + Penalty 3308.469591 = -2800695.908503
  nChanged 1586
		SP:Iteration 11F (3330.640000 sec): 3 clusters
  Score: Raw -2805211.213063 + Penalty 3308.469591 = -2801902.743472
  nChanged 1103
		SP:Iteration 12Q (3330.990000 sec): 3 clusters
  Score: Raw -2805982.736431 + Penalty 3308.469591 = -2802674.266840
  nChanged 724
		SP:Iteration 13Q (3331.340000 sec): 3 clusters
  Score: Raw -2806402.821211 + Penalty 3308.469591 = -2803094.351621
  nChanged 485
		SP:Iteration 14Q (3331.720000 sec): 3 clusters
  Score: Raw -2806650.674958 + Penalty 3308.469591 = -2803342.205367
  nChanged 342
		SP:Iteration 15Q (3332.030000 sec): 3 clusters
  Score: Raw -2806811.916340 + Penalty 3308.469591 = -2803503.446749
  nChanged 266
		SP:Iteration 16Q (3332.330000 sec): 3 clusters
  Score: Raw -2806932.943876 + Penalty 3308.469591 = -2803624.474285
  nChanged 222
		SP:Iteration 17Q (3332.630000 sec): 3 clusters
  Score: Raw -2807033.636203 + Penalty 3308.469591 = -2803725.166612
  nChanged 199
		SP:Iteration 18Q (3332.930000 sec): 3 clusters
  Score: Raw -2807131.988183 + Penalty 3308.469591 = -2803823.518593
  nChanged 160
		SP:Iteration 19Q (3333.250000 sec): 3 clusters
  Score: Raw -2807207.759833 + Penalty 3308.469591 = -2803899.290242
  nChanged 135
		SP:Iteration 20F (3333.520000 sec): 3 clusters
  Score: Raw -2807271.931034 + Penalty 3308.469591 = -2803963.461443
  nChanged 100
		SP:Iteration 21Q (3333.810000 sec): 3 clusters
  Score: Raw -2807316.350173 + Penalty 3308.469591 = -2804007.880583
  nChanged 96
		SP:Iteration 22Q (3334.100000 sec): 3 clusters
  Score: Raw -2807357.383348 + Penalty 3308.469591 = -2804048.913758
  nChanged 89
		SP:Iteration 23Q (3334.450000 sec): 3 clusters
  Score: Raw -2807398.334062 + Penalty 3308.469591 = -2804089.864471
  nChanged 83
		SP:Iteration 24Q (3334.770000 sec): 3 clusters
  Score: Raw -2807435.258743 + Penalty 3308.469591 = -2804126.789153
  nChanged 56
		SP:Iteration 25Q (3335.040000 sec): 3 clusters
  Score: Raw -2807461.988958 + Penalty 3308.469591 = -2804153.519368
  nChanged 54
		SP:Iteration 26Q (3335.340000 sec): 3 clusters
  Score: Raw -2807489.919218 + Penalty 3308.469591 = -2804181.449627
  nChanged 57
		SP:Iteration 27Q (3335.590000 sec): 3 clusters
  Score: Raw -2807518.238715 + Penalty 3308.469591 = -2804209.769124
  nChanged 51
		SP:Iteration 28Q (3335.860000 sec): 3 clusters
  Score: Raw -2807547.883804 + Penalty 3308.469591 = -2804239.414213
  nChanged 43
		SP:Iteration 29Q (3336.150000 sec): 3 clusters
  Score: Raw -2807567.170508 + Penalty 3308.469591 = -2804258.700917
  nChanged 38
		SP:Iteration 30Q (3336.410000 sec): 3 clusters
  Score: Raw -2807585.702511 + Penalty 3308.469591 = -2804277.232920
  nChanged 32
		SP:Iteration 31Q (3336.660000 sec): 3 clusters
  Score: Raw -2807598.677950 + Penalty 3308.469591 = -2804290.208359
  nChanged 16
		SP:Iteration 32Q (3336.930000 sec): 3 clusters
  Score: Raw -2807606.177108 + Penalty 3308.469591 = -2804297.707517
  nChanged 17
		SP:Iteration 33Q (3337.240000 sec): 3 clusters
  Score: Raw -2807615.250933 + Penalty 3308.469591 = -2804306.781343
  nChanged 15
		SP:Iteration 34Q (3337.520000 sec): 3 clusters
  Score: Raw -2807625.212505 + Penalty 3308.469591 = -2804316.742914
  nChanged 13
		SP:Iteration 35Q (3337.810000 sec): 3 clusters
  Score: Raw -2807632.523310 + Penalty 3308.469591 = -2804324.053719
  nChanged 13
		SP:Iteration 36Q (3338.170000 sec): 3 clusters
  Score: Raw -2807640.640189 + Penalty 3308.469591 = -2804332.170598
  nChanged 13
		SP:Iteration 37Q (3338.460000 sec): 3 clusters
  Score: Raw -2807649.784122 + Penalty 3308.469591 = -2804341.314531
  nChanged 13
		SP:Iteration 38Q (3338.750000 sec): 3 clusters
  Score: Raw -2807655.742096 + Penalty 3308.469591 = -2804347.272505
  nChanged 7
		SP:Iteration 39Q (3338.980000 sec): 3 clusters
  Score: Raw -2807659.784334 + Penalty 3308.469591 = -2804351.314743
  nChanged 6
		SP:Iteration 40F (3339.270000 sec): 3 clusters
  Score: Raw -2807663.380670 + Penalty 3308.469591 = -2804354.911079
  nChanged 4
		SP:Iteration 41Q (3339.520000 sec): 3 clusters
  Score: Raw -2807665.550208 + Penalty 3308.469591 = -2804357.080617
  nChanged 3
		SP:Iteration 42Q (3339.830000 sec): 3 clusters
  Score: Raw -2807666.610252 + Penalty 3308.469591 = -2804358.140662
  nChanged 2
		SP:Iteration 43Q (3340.060000 sec): 3 clusters
  Score: Raw -2807667.974375 + Penalty 3308.469591 = -2804359.504784
  nChanged 4
		SP:Iteration 44Q (3340.370000 sec): 3 clusters
  Score: Raw -2807670.969204 + Penalty 3308.469591 = -2804362.499613
  nChanged 5
		SP:Iteration 45Q (3340.660000 sec): 3 clusters
  Score: Raw -2807673.271120 + Penalty 3308.469591 = -2804364.801529
  nChanged 5
		SP:Iteration 46Q (3340.970000 sec): 3 clusters
  Score: Raw -2807674.856584 + Penalty 3308.469591 = -2804366.386993
  nChanged 4
		SP:Iteration 47Q (3341.320000 sec): 3 clusters
  Score: Raw -2807676.174966 + Penalty 3308.469591 = -2804367.705375
  nChanged 3
		SP:Iteration 48Q (3341.610000 sec): 3 clusters
  Score: Raw -2807677.989433 + Penalty 3308.469591 = -2804369.519842
  nChanged 5
		SP:Iteration 49Q (3341.880000 sec): 3 clusters
  Score: Raw -2807680.103194 + Penalty 3308.469591 = -2804371.633604
  nChanged 4
		SP:Iteration 50Q (3342.170000 sec): 3 clusters
  Score: Raw -2807681.570781 + Penalty 3308.469591 = -2804373.101190
  nChanged 1
		SP:Iteration 51Q (3342.490000 sec): 3 clusters
  Score: Raw -2807682.090513 + Penalty 3308.469591 = -2804373.620923
  nChanged 2
		SP:Iteration 52Q (3342.760000 sec): 3 clusters
  Score: Raw -2807683.268416 + Penalty 3308.469591 = -2804374.798825
  nChanged 4
		SP:Iteration 53Q (3343.020000 sec): 3 clusters
  Score: Raw -2807685.901241 + Penalty 3308.469591 = -2804377.431651
  nChanged 4
		SP:Iteration 54Q (3343.320000 sec): 3 clusters
  Score: Raw -2807688.579380 + Penalty 3308.469591 = -2804380.109789
  nChanged 5
		SP:Iteration 55Q (3343.620000 sec): 3 clusters
  Score: Raw -2807691.520923 + Penalty 3308.469591 = -2804383.051333
  nChanged 1
		SP:Iteration 56Q (3343.850000 sec): 3 clusters
  Score: Raw -2807692.244237 + Penalty 3308.469591 = -2804383.774647
  nChanged 2
		SP:Iteration 57Q (3344.130000 sec): 3 clusters
  Score: Raw -2807692.741597 + Penalty 3308.469591 = -2804384.272007
  nChanged 2
		SP:Iteration 58Q (3344.420000 sec): 3 clusters
  Score: Raw -2807693.184117 + Penalty 3308.469591 = -2804384.714526
  nChanged 0
		SP:Iteration 59F (3344.700000 sec): 3 clusters
  Score: Raw -2807693.184117 + Penalty 3308.469591 = -2804384.714526
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (12970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3344.870000 sec): 2 clusters
  Score: Raw -1208590.805540 + Penalty 1538.939070 = -1207051.866470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3345.130000 sec): 3 clusters
  Score: Raw -1201238.686555 + Penalty 3077.878140 = -1198160.808415
  nChanged 5708
		SP:Iteration 1F (3345.310000 sec): 3 clusters
  Score: Raw -1205951.514453 + Penalty 3077.878140 = -1202873.636313
  nChanged 1569
		SP:Iteration 2F (3345.540000 sec): 3 clusters
  Score: Raw -1207834.688688 + Penalty 3077.878140 = -1204756.810548
  nChanged 1312
		SP:Iteration 3F (3345.740000 sec): 3 clusters
  Score: Raw -1209395.723812 + Penalty 3077.878140 = -1206317.845672
  nChanged 1061
		SP:Iteration 4F (3345.990000 sec): 3 clusters
  Score: Raw -1210499.570375 + Penalty 3077.878140 = -1207421.692235
  nChanged 758
		SP:Iteration 5F (3346.230000 sec): 3 clusters
  Score: Raw -1211121.636084 + Penalty 3077.878140 = -1208043.757944
  nChanged 501
		SP:Iteration 6Q (3346.460000 sec): 3 clusters
  Score: Raw -1211393.303130 + Penalty 3077.878140 = -1208315.424990
  nChanged 301
		SP:Iteration 7Q (3346.700000 sec): 3 clusters
  Score: Raw -1211517.495224 + Penalty 3077.878140 = -1208439.617084
  nChanged 189
		SP:Iteration 8Q (3346.970000 sec): 3 clusters
  Score: Raw -1211584.079282 + Penalty 3077.878140 = -1208506.201142
  nChanged 157
		SP:Iteration 9Q (3347.270000 sec): 3 clusters
  Score: Raw -1211630.646746 + Penalty 3077.878140 = -1208552.768606
  nChanged 134
		SP:Iteration 10Q (3347.520000 sec): 3 clusters
  Score: Raw -1211662.435232 + Penalty 3077.878140 = -1208584.557092
  nChanged 92
		SP:Iteration 11Q (3347.710000 sec): 3 clusters
  Score: Raw -1211685.077753 + Penalty 3077.878140 = -1208607.199613
  nChanged 87
		SP:Iteration 12Q (3347.980000 sec): 3 clusters
  Score: Raw -1211702.715946 + Penalty 3077.878140 = -1208624.837806
  nChanged 71
		SP:Iteration 13Q (3348.230000 sec): 3 clusters
  Score: Raw -1211714.640247 + Penalty 3077.878140 = -1208636.762107
  nChanged 58
		SP:Iteration 14Q (3348.480000 sec): 3 clusters
  Score: Raw -1211722.926254 + Penalty 3077.878140 = -1208645.048114
  nChanged 43
		SP:Iteration 15Q (3348.750000 sec): 3 clusters
  Score: Raw -1211729.018229 + Penalty 3077.878140 = -1208651.140088
  nChanged 40
		SP:Iteration 16Q (3349.010000 sec): 3 clusters
  Score: Raw -1211734.754952 + Penalty 3077.878140 = -1208656.876812
  nChanged 41
		SP:Iteration 17Q (3349.230000 sec): 3 clusters
  Score: Raw -1211742.879325 + Penalty 3077.878140 = -1208665.001185
  nChanged 39
		SP:Iteration 18Q (3349.510000 sec): 3 clusters
  Score: Raw -1211749.431722 + Penalty 3077.878140 = -1208671.553582
  nChanged 41
		SP:Iteration 19Q (3349.720000 sec): 3 clusters
  Score: Raw -1211757.275631 + Penalty 3077.878140 = -1208679.397490
  nChanged 41
		SP:Iteration 20F (3349.970000 sec): 3 clusters
  Score: Raw -1211763.952081 + Penalty 3077.878140 = -1208686.073940
  nChanged 32
		SP:Iteration 21Q (3350.150000 sec): 3 clusters
  Score: Raw -1211769.070139 + Penalty 3077.878140 = -1208691.191999
  nChanged 37
		SP:Iteration 22Q (3350.380000 sec): 3 clusters
  Score: Raw -1211773.924396 + Penalty 3077.878140 = -1208696.046256
  nChanged 28
		SP:Iteration 23Q (3350.620000 sec): 3 clusters
  Score: Raw -1211776.797420 + Penalty 3077.878140 = -1208698.919280
  nChanged 28
		SP:Iteration 24Q (3350.860000 sec): 3 clusters
  Score: Raw -1211779.604639 + Penalty 3077.878140 = -1208701.726498
  nChanged 21
		SP:Iteration 25Q (3351.090000 sec): 3 clusters
  Score: Raw -1211782.076853 + Penalty 3077.878140 = -1208704.198712
  nChanged 19
		SP:Iteration 26Q (3351.310000 sec): 3 clusters
  Score: Raw -1211785.025123 + Penalty 3077.878140 = -1208707.146983
  nChanged 27
		SP:Iteration 27Q (3351.590000 sec): 3 clusters
  Score: Raw -1211788.341453 + Penalty 3077.878140 = -1208710.463313
  nChanged 22
		SP:Iteration 28Q (3351.810000 sec): 3 clusters
  Score: Raw -1211790.386738 + Penalty 3077.878140 = -1208712.508598
  nChanged 22
		SP:Iteration 29Q (3352.050000 sec): 3 clusters
  Score: Raw -1211792.501381 + Penalty 3077.878140 = -1208714.623241
  nChanged 21
		SP:Iteration 30Q (3352.340000 sec): 3 clusters
  Score: Raw -1211794.356300 + Penalty 3077.878140 = -1208716.478159
  nChanged 17
		SP:Iteration 31Q (3352.590000 sec): 3 clusters
  Score: Raw -1211795.693452 + Penalty 3077.878140 = -1208717.815312
  nChanged 14
		SP:Iteration 32Q (3352.870000 sec): 3 clusters
  Score: Raw -1211796.867371 + Penalty 3077.878140 = -1208718.989231
  nChanged 10
		SP:Iteration 33Q (3353.130000 sec): 3 clusters
  Score: Raw -1211798.054264 + Penalty 3077.878140 = -1208720.176124
  nChanged 8
		SP:Iteration 34Q (3353.340000 sec): 3 clusters
  Score: Raw -1211798.837156 + Penalty 3077.878140 = -1208720.959016
  nChanged 6
		SP:Iteration 35Q (3353.570000 sec): 3 clusters
  Score: Raw -1211799.390289 + Penalty 3077.878140 = -1208721.512148
  nChanged 3
		SP:Iteration 36Q (3353.750000 sec): 3 clusters
  Score: Raw -1211799.529379 + Penalty 3077.878140 = -1208721.651239
  nChanged 3
		SP:Iteration 37Q (3353.960000 sec): 3 clusters
  Score: Raw -1211799.703729 + Penalty 3077.878140 = -1208721.825589
  nChanged 3
		SP:Iteration 38Q (3354.170000 sec): 3 clusters
  Score: Raw -1211800.002210 + Penalty 3077.878140 = -1208722.124070
  nChanged 1
		SP:Iteration 39Q (3354.400000 sec): 3 clusters
  Score: Raw -1211800.159504 + Penalty 3077.878140 = -1208722.281364
  nChanged 4
		SP:Iteration 40F (3354.660000 sec): 3 clusters
  Score: Raw -1211800.517129 + Penalty 3077.878140 = -1208722.638989
  nChanged 4
		SP:Iteration 41Q (3354.870000 sec): 3 clusters
  Score: Raw -1211800.808062 + Penalty 3077.878140 = -1208722.929922
  nChanged 2
		SP:Iteration 42Q (3355.090000 sec): 3 clusters
  Score: Raw -1211800.969209 + Penalty 3077.878140 = -1208723.091069
  nChanged 1
		SP:Iteration 43Q (3355.290000 sec): 3 clusters
  Score: Raw -1211801.051228 + Penalty 3077.878140 = -1208723.173088
  nChanged 2
		SP:Iteration 44Q (3355.470000 sec): 3 clusters
  Score: Raw -1211801.142459 + Penalty 3077.878140 = -1208723.264319
  nChanged 1
		SP:Iteration 45Q (3355.710000 sec): 3 clusters
  Score: Raw -1211801.188794 + Penalty 3077.878140 = -1208723.310654
  nChanged 4
		SP:Iteration 46Q (3355.920000 sec): 3 clusters
  Score: Raw -1211801.451068 + Penalty 3077.878140 = -1208723.572928
  nChanged 5
		SP:Iteration 47Q (3356.140000 sec): 3 clusters
  Score: Raw -1211801.741659 + Penalty 3077.878140 = -1208723.863519
  nChanged 4
		SP:Iteration 48Q (3356.410000 sec): 3 clusters
  Score: Raw -1211802.345428 + Penalty 3077.878140 = -1208724.467288
  nChanged 4
		SP:Iteration 49Q (3356.610000 sec): 3 clusters
  Score: Raw -1211802.645013 + Penalty 3077.878140 = -1208724.766873
  nChanged 3
		SP:Iteration 50Q (3356.870000 sec): 3 clusters
  Score: Raw -1211802.801133 + Penalty 3077.878140 = -1208724.922993
  nChanged 1
		SP:Iteration 51Q (3357.110000 sec): 3 clusters
  Score: Raw -1211802.828382 + Penalty 3077.878140 = -1208724.950242
  nChanged 0
		SP:Iteration 52F (3357.310000 sec): 3 clusters
  Score: Raw -1211802.828382 + Penalty 3077.878140 = -1208724.950242
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15825 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3357.500000 sec): 2 clusters
  Score: Raw -1617678.877935 + Penalty 1571.268765 = -1616107.609170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3357.730000 sec): 3 clusters
  Score: Raw -1608323.104819 + Penalty 3142.537530 = -1605180.567289
  nChanged 7064
		SP:Iteration 1F (3357.970000 sec): 3 clusters
  Score: Raw -1612145.306278 + Penalty 3142.537530 = -1609002.768748
  nChanged 786
		SP:Iteration 2Q (3358.270000 sec): 3 clusters
  Score: Raw -1612449.562528 + Penalty 3142.537530 = -1609307.024998
  nChanged 737
		SP:Iteration 3Q (3358.510000 sec): 3 clusters
  Score: Raw -1612731.629940 + Penalty 3142.537530 = -1609589.092409
  nChanged 722
		SP:Iteration 4Q (3358.760000 sec): 3 clusters
  Score: Raw -1613002.725770 + Penalty 3142.537530 = -1609860.188240
  nChanged 638
		SP:Iteration 5Q (3359.020000 sec): 3 clusters
  Score: Raw -1613236.772371 + Penalty 3142.537530 = -1610094.234840
  nChanged 596
		SP:Iteration 6Q (3359.280000 sec): 3 clusters
  Score: Raw -1613461.721109 + Penalty 3142.537530 = -1610319.183579
  nChanged 582
		SP:Iteration 7Q (3359.510000 sec): 3 clusters
  Score: Raw -1613688.656435 + Penalty 3142.537530 = -1610546.118905
  nChanged 560
		SP:Iteration 8Q (3359.750000 sec): 3 clusters
  Score: Raw -1613899.621639 + Penalty 3142.537530 = -1610757.084109
  nChanged 505
		SP:Iteration 9Q (3360.050000 sec): 3 clusters
  Score: Raw -1614089.242443 + Penalty 3142.537530 = -1610946.704913
  nChanged 480
		SP:Iteration 10Q (3360.330000 sec): 3 clusters
  Score: Raw -1614259.586435 + Penalty 3142.537530 = -1611117.048904
  nChanged 503
		SP:Iteration 11Q (3360.550000 sec): 3 clusters
  Score: Raw -1614450.235828 + Penalty 3142.537530 = -1611307.698298
  nChanged 548
		SP:Iteration 12Q (3360.800000 sec): 3 clusters
  Score: Raw -1614678.394530 + Penalty 3142.537530 = -1611535.857000
  nChanged 613
		SP:Iteration 13Q (3361.110000 sec): 3 clusters
  Score: Raw -1614962.946699 + Penalty 3142.537530 = -1611820.409169
  nChanged 630
		SP:Iteration 14Q (3361.370000 sec): 3 clusters
  Score: Raw -1615311.886615 + Penalty 3142.537530 = -1612169.349085
  nChanged 682
		SP:Iteration 15Q (3361.610000 sec): 3 clusters
  Score: Raw -1615730.352833 + Penalty 3142.537530 = -1612587.815302
  nChanged 625
		SP:Iteration 16Q (3361.850000 sec): 3 clusters
  Score: Raw -1616136.596609 + Penalty 3142.537530 = -1612994.059079
  nChanged 553
		SP:Iteration 17Q (3362.140000 sec): 3 clusters
  Score: Raw -1616505.368287 + Penalty 3142.537530 = -1613362.830756
  nChanged 468
		SP:Iteration 18Q (3362.400000 sec): 3 clusters
  Score: Raw -1616823.372570 + Penalty 3142.537530 = -1613680.835040
  nChanged 361
		SP:Iteration 19Q (3362.640000 sec): 3 clusters
  Score: Raw -1617086.630316 + Penalty 3142.537530 = -1613944.092786
  nChanged 292
		SP:Iteration 20F (3362.930000 sec): 3 clusters
  Score: Raw -1617340.950322 + Penalty 3142.537530 = -1614198.412792
  nChanged 222
		SP:Iteration 21Q (3363.170000 sec): 3 clusters
  Score: Raw -1617559.678791 + Penalty 3142.537530 = -1614417.141261
  nChanged 178
		SP:Iteration 22Q (3363.430000 sec): 3 clusters
  Score: Raw -1617717.937046 + Penalty 3142.537530 = -1614575.399516
  nChanged 152
		SP:Iteration 23Q (3363.720000 sec): 3 clusters
  Score: Raw -1617831.406540 + Penalty 3142.537530 = -1614688.869010
  nChanged 118
		SP:Iteration 24Q (3363.980000 sec): 3 clusters
  Score: Raw -1617904.639440 + Penalty 3142.537530 = -1614762.101910
  nChanged 98
		SP:Iteration 25Q (3364.230000 sec): 3 clusters
  Score: Raw -1617946.866732 + Penalty 3142.537530 = -1614804.329201
  nChanged 70
		SP:Iteration 26Q (3364.480000 sec): 3 clusters
  Score: Raw -1617976.638784 + Penalty 3142.537530 = -1614834.101254
  nChanged 80
		SP:Iteration 27Q (3364.740000 sec): 3 clusters
  Score: Raw -1618006.440937 + Penalty 3142.537530 = -1614863.903406
  nChanged 54
		SP:Iteration 28Q (3365.000000 sec): 3 clusters
  Score: Raw -1618029.793033 + Penalty 3142.537530 = -1614887.255502
  nChanged 40
		SP:Iteration 29Q (3365.260000 sec): 3 clusters
  Score: Raw -1618044.639208 + Penalty 3142.537530 = -1614902.101678
  nChanged 29
		SP:Iteration 30Q (3365.480000 sec): 3 clusters
  Score: Raw -1618052.586034 + Penalty 3142.537530 = -1614910.048504
  nChanged 21
		SP:Iteration 31Q (3365.720000 sec): 3 clusters
  Score: Raw -1618057.487674 + Penalty 3142.537530 = -1614914.950144
  nChanged 10
		SP:Iteration 32Q (3366.010000 sec): 3 clusters
  Score: Raw -1618059.893254 + Penalty 3142.537530 = -1614917.355724
  nChanged 7
		SP:Iteration 33Q (3366.280000 sec): 3 clusters
  Score: Raw -1618061.609230 + Penalty 3142.537530 = -1614919.071700
  nChanged 6
		SP:Iteration 34Q (3366.450000 sec): 3 clusters
  Score: Raw -1618063.273345 + Penalty 3142.537530 = -1614920.735814
  nChanged 7
		SP:Iteration 35Q (3366.680000 sec): 3 clusters
  Score: Raw -1618065.129780 + Penalty 3142.537530 = -1614922.592250
  nChanged 8
		SP:Iteration 36Q (3366.930000 sec): 3 clusters
  Score: Raw -1618066.932986 + Penalty 3142.537530 = -1614924.395456
  nChanged 7
		SP:Iteration 37Q (3367.180000 sec): 3 clusters
  Score: Raw -1618067.920120 + Penalty 3142.537530 = -1614925.382589
  nChanged 8
		SP:Iteration 38Q (3367.390000 sec): 3 clusters
  Score: Raw -1618069.387122 + Penalty 3142.537530 = -1614926.849591
  nChanged 4
		SP:Iteration 39Q (3367.620000 sec): 3 clusters
  Score: Raw -1618070.316906 + Penalty 3142.537530 = -1614927.779376
  nChanged 2
		SP:Iteration 40F (3367.920000 sec): 3 clusters
  Score: Raw -1618070.579611 + Penalty 3142.537530 = -1614928.042080
  nChanged 1
		SP:Iteration 41Q (3368.120000 sec): 3 clusters
  Score: Raw -1618070.975725 + Penalty 3142.537530 = -1614928.438195
  nChanged 3
		SP:Iteration 42Q (3368.380000 sec): 3 clusters
  Score: Raw -1618071.430020 + Penalty 3142.537530 = -1614928.892490
  nChanged 1
		SP:Iteration 43Q (3368.600000 sec): 3 clusters
  Score: Raw -1618071.625177 + Penalty 3142.537530 = -1614929.087647
  nChanged 1
		SP:Iteration 44Q (3368.870000 sec): 3 clusters
  Score: Raw -1618071.743005 + Penalty 3142.537530 = -1614929.205475
  nChanged 0
		SP:Iteration 45F (3369.170000 sec): 3 clusters
  Score: Raw -1618071.743005 + Penalty 3142.537530 = -1614929.205475
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (22271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3369.350000 sec): 2 clusters
  Score: Raw -2304690.885600 + Penalty 1626.794108 = -2303064.091492
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3369.580000 sec): 3 clusters
  Score: Raw -2291239.992968 + Penalty 3253.588215 = -2287986.404753
  nChanged 10128
		SP:Iteration 1F (3369.880000 sec): 3 clusters
  Score: Raw -2297897.465461 + Penalty 3253.588215 = -2294643.877245
  nChanged 1822
		SP:Iteration 2F (3370.150000 sec): 3 clusters
  Score: Raw -2299706.439536 + Penalty 3253.588215 = -2296452.851320
  nChanged 2090
		SP:Iteration 3F (3370.400000 sec): 3 clusters
  Score: Raw -2302084.863272 + Penalty 3253.588215 = -2298831.275057
  nChanged 2143
		SP:Iteration 4F (3370.670000 sec): 3 clusters
  Score: Raw -2304465.822672 + Penalty 3253.588215 = -2301212.234457
  nChanged 1809
		SP:Iteration 5F (3370.960000 sec): 3 clusters
  Score: Raw -2305924.621087 + Penalty 3253.588215 = -2302671.032871
  nChanged 1217
		SP:Iteration 6F (3371.230000 sec): 3 clusters
  Score: Raw -2306752.958385 + Penalty 3253.588215 = -2303499.370170
  nChanged 806
		SP:Iteration 7Q (3371.490000 sec): 3 clusters
  Score: Raw -2307233.146618 + Penalty 3253.588215 = -2303979.558403
  nChanged 592
		SP:Iteration 8Q (3371.750000 sec): 3 clusters
  Score: Raw -2307591.770753 + Penalty 3253.588215 = -2304338.182537
  nChanged 528
		SP:Iteration 9Q (3372.030000 sec): 3 clusters
  Score: Raw -2307911.726979 + Penalty 3253.588215 = -2304658.138763
  nChanged 445
		SP:Iteration 10Q (3372.290000 sec): 3 clusters
  Score: Raw -2308193.907700 + Penalty 3253.588215 = -2304940.319485
  nChanged 382
		SP:Iteration 11Q (3372.570000 sec): 3 clusters
  Score: Raw -2308417.503843 + Penalty 3253.588215 = -2305163.915628
  nChanged 317
		SP:Iteration 12Q (3372.850000 sec): 3 clusters
  Score: Raw -2308571.396249 + Penalty 3253.588215 = -2305317.808034
  nChanged 281
		SP:Iteration 13Q (3373.100000 sec): 3 clusters
  Score: Raw -2308687.792344 + Penalty 3253.588215 = -2305434.204129
  nChanged 235
		SP:Iteration 14Q (3373.400000 sec): 3 clusters
  Score: Raw -2308772.717750 + Penalty 3253.588215 = -2305519.129535
  nChanged 195
		SP:Iteration 15Q (3373.630000 sec): 3 clusters
  Score: Raw -2308835.602257 + Penalty 3253.588215 = -2305582.014041
  nChanged 187
		SP:Iteration 16Q (3373.880000 sec): 3 clusters
  Score: Raw -2308886.118955 + Penalty 3253.588215 = -2305632.530739
  nChanged 172
		SP:Iteration 17Q (3374.140000 sec): 3 clusters
  Score: Raw -2308934.746135 + Penalty 3253.588215 = -2305681.157919
  nChanged 148
		SP:Iteration 18Q (3374.410000 sec): 3 clusters
  Score: Raw -2308974.695386 + Penalty 3253.588215 = -2305721.107171
  nChanged 142
		SP:Iteration 19Q (3374.630000 sec): 3 clusters
  Score: Raw -2309008.605584 + Penalty 3253.588215 = -2305755.017369
  nChanged 113
		SP:Iteration 20F (3374.910000 sec): 3 clusters
  Score: Raw -2309035.285643 + Penalty 3253.588215 = -2305781.697428
  nChanged 107
		SP:Iteration 21Q (3375.200000 sec): 3 clusters
  Score: Raw -2309054.977822 + Penalty 3253.588215 = -2305801.389607
  nChanged 81
		SP:Iteration 22Q (3375.460000 sec): 3 clusters
  Score: Raw -2309068.521880 + Penalty 3253.588215 = -2305814.933665
  nChanged 74
		SP:Iteration 23Q (3375.680000 sec): 3 clusters
  Score: Raw -2309077.849109 + Penalty 3253.588215 = -2305824.260893
  nChanged 56
		SP:Iteration 24Q (3375.960000 sec): 3 clusters
  Score: Raw -2309083.976605 + Penalty 3253.588215 = -2305830.388390
  nChanged 46
		SP:Iteration 25Q (3376.250000 sec): 3 clusters
  Score: Raw -2309090.162380 + Penalty 3253.588215 = -2305836.574164
  nChanged 52
		SP:Iteration 26Q (3376.530000 sec): 3 clusters
  Score: Raw -2309096.729471 + Penalty 3253.588215 = -2305843.141255
  nChanged 50
		SP:Iteration 27Q (3376.800000 sec): 3 clusters
  Score: Raw -2309102.930633 + Penalty 3253.588215 = -2305849.342417
  nChanged 40
		SP:Iteration 28Q (3377.040000 sec): 3 clusters
  Score: Raw -2309107.023655 + Penalty 3253.588215 = -2305853.435440
  nChanged 34
		SP:Iteration 29Q (3377.350000 sec): 3 clusters
  Score: Raw -2309110.109153 + Penalty 3253.588215 = -2305856.520937
  nChanged 28
		SP:Iteration 30Q (3377.630000 sec): 3 clusters
  Score: Raw -2309112.199851 + Penalty 3253.588215 = -2305858.611635
  nChanged 26
		SP:Iteration 31Q (3377.860000 sec): 3 clusters
  Score: Raw -2309114.874642 + Penalty 3253.588215 = -2305861.286426
  nChanged 22
		SP:Iteration 32Q (3378.160000 sec): 3 clusters
  Score: Raw -2309117.015526 + Penalty 3253.588215 = -2305863.427311
  nChanged 17
		SP:Iteration 33Q (3378.380000 sec): 3 clusters
  Score: Raw -2309118.200343 + Penalty 3253.588215 = -2305864.612128
  nChanged 8
		SP:Iteration 34Q (3378.690000 sec): 3 clusters
  Score: Raw -2309118.553410 + Penalty 3253.588215 = -2305864.965195
  nChanged 8
		SP:Iteration 35Q (3378.930000 sec): 3 clusters
  Score: Raw -2309119.073006 + Penalty 3253.588215 = -2305865.484790
  nChanged 12
		SP:Iteration 36Q (3379.200000 sec): 3 clusters
  Score: Raw -2309119.869067 + Penalty 3253.588215 = -2305866.280852
  nChanged 11
		SP:Iteration 37Q (3379.440000 sec): 3 clusters
  Score: Raw -2309120.657968 + Penalty 3253.588215 = -2305867.069753
  nChanged 13
		SP:Iteration 38Q (3379.730000 sec): 3 clusters
  Score: Raw -2309121.623639 + Penalty 3253.588215 = -2305868.035423
  nChanged 12
		SP:Iteration 39Q (3380.010000 sec): 3 clusters
  Score: Raw -2309122.366164 + Penalty 3253.588215 = -2305868.777949
  nChanged 17
		SP:Iteration 40F (3380.280000 sec): 3 clusters
  Score: Raw -2309123.648967 + Penalty 3253.588215 = -2305870.060752
  nChanged 12
		SP:Iteration 41Q (3380.590000 sec): 3 clusters
  Score: Raw -2309124.438792 + Penalty 3253.588215 = -2305870.850577
  nChanged 9
		SP:Iteration 42Q (3380.850000 sec): 3 clusters
  Score: Raw -2309125.169420 + Penalty 3253.588215 = -2305871.581204
  nChanged 10
		SP:Iteration 43Q (3381.170000 sec): 3 clusters
  Score: Raw -2309125.701249 + Penalty 3253.588215 = -2305872.113033
  nChanged 6
		SP:Iteration 44Q (3381.440000 sec): 3 clusters
  Score: Raw -2309125.921360 + Penalty 3253.588215 = -2305872.333144
  nChanged 3
		SP:Iteration 45Q (3381.710000 sec): 3 clusters
  Score: Raw -2309126.061333 + Penalty 3253.588215 = -2305872.473118
  nChanged 3
		SP:Iteration 46Q (3381.950000 sec): 3 clusters
  Score: Raw -2309126.313333 + Penalty 3253.588215 = -2305872.725117
  nChanged 7
		SP:Iteration 47Q (3382.210000 sec): 3 clusters
  Score: Raw -2309126.903680 + Penalty 3253.588215 = -2305873.315465
  nChanged 6
		SP:Iteration 48Q (3382.490000 sec): 3 clusters
  Score: Raw -2309127.373662 + Penalty 3253.588215 = -2305873.785447
  nChanged 10
		SP:Iteration 49Q (3382.770000 sec): 3 clusters
  Score: Raw -2309128.064470 + Penalty 3253.588215 = -2305874.476254
  nChanged 8
		SP:Iteration 50Q (3383.070000 sec): 3 clusters
  Score: Raw -2309128.666841 + Penalty 3253.588215 = -2305875.078625
  nChanged 10
		SP:Iteration 51Q (3383.380000 sec): 3 clusters
  Score: Raw -2309129.421646 + Penalty 3253.588215 = -2305875.833431
  nChanged 8
		SP:Iteration 52Q (3383.700000 sec): 3 clusters
  Score: Raw -2309129.974498 + Penalty 3253.588215 = -2305876.386282
  nChanged 9
		SP:Iteration 53Q (3383.950000 sec): 3 clusters
  Score: Raw -2309130.401640 + Penalty 3253.588215 = -2305876.813425
  nChanged 1
		SP:Iteration 54Q (3384.240000 sec): 3 clusters
  Score: Raw -2309130.465587 + Penalty 3253.588215 = -2305876.877372
  nChanged 1
		SP:Iteration 55Q (3384.500000 sec): 3 clusters
  Score: Raw -2309130.499388 + Penalty 3253.588215 = -2305876.911173
  nChanged 0
		SP:Iteration 56F (3384.730000 sec): 3 clusters
  Score: Raw -2309130.499388 + Penalty 3253.588215 = -2305876.911173
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (24778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3384.940000 sec): 2 clusters
  Score: Raw -2540127.433217 + Penalty 1644.128109 = -2538483.305108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3385.220000 sec): 3 clusters
  Score: Raw -2525148.758388 + Penalty 3288.256219 = -2521860.502170
  nChanged 11224
		SP:Iteration 1F (3385.530000 sec): 3 clusters
  Score: Raw -2532659.792922 + Penalty 3288.256219 = -2529371.536703
  nChanged 2174
		SP:Iteration 2F (3385.820000 sec): 3 clusters
  Score: Raw -2535245.635152 + Penalty 3288.256219 = -2531957.378933
  nChanged 2337
		SP:Iteration 3F (3386.140000 sec): 3 clusters
  Score: Raw -2537758.024254 + Penalty 3288.256219 = -2534469.768035
  nChanged 2002
		SP:Iteration 4F (3386.430000 sec): 3 clusters
  Score: Raw -2539369.065165 + Penalty 3288.256219 = -2536080.808946
  nChanged 1492
		SP:Iteration 5F (3386.740000 sec): 3 clusters
  Score: Raw -2540511.717442 + Penalty 3288.256219 = -2537223.461223
  nChanged 1167
		SP:Iteration 6Q (3387.010000 sec): 3 clusters
  Score: Raw -2541477.966770 + Penalty 3288.256219 = -2538189.710551
  nChanged 863
		SP:Iteration 7Q (3387.280000 sec): 3 clusters
  Score: Raw -2542136.126971 + Penalty 3288.256219 = -2538847.870752
  nChanged 630
		SP:Iteration 8Q (3387.590000 sec): 3 clusters
  Score: Raw -2542545.212537 + Penalty 3288.256219 = -2539256.956318
  nChanged 498
		SP:Iteration 9Q (3387.900000 sec): 3 clusters
  Score: Raw -2542807.910743 + Penalty 3288.256219 = -2539519.654525
  nChanged 398
		SP:Iteration 10Q (3388.200000 sec): 3 clusters
  Score: Raw -2542991.741011 + Penalty 3288.256219 = -2539703.484792
  nChanged 316
		SP:Iteration 11Q (3388.500000 sec): 3 clusters
  Score: Raw -2543122.223634 + Penalty 3288.256219 = -2539833.967415
  nChanged 272
		SP:Iteration 12Q (3388.780000 sec): 3 clusters
  Score: Raw -2543225.176795 + Penalty 3288.256219 = -2539936.920577
  nChanged 238
		SP:Iteration 13Q (3389.090000 sec): 3 clusters
  Score: Raw -2543302.126053 + Penalty 3288.256219 = -2540013.869834
  nChanged 177
		SP:Iteration 14Q (3389.380000 sec): 3 clusters
  Score: Raw -2543349.759016 + Penalty 3288.256219 = -2540061.502798
  nChanged 147
		SP:Iteration 15Q (3389.670000 sec): 3 clusters
  Score: Raw -2543382.953736 + Penalty 3288.256219 = -2540094.697517
  nChanged 133
		SP:Iteration 16Q (3390.010000 sec): 3 clusters
  Score: Raw -2543409.155862 + Penalty 3288.256219 = -2540120.899644
  nChanged 118
		SP:Iteration 17Q (3390.290000 sec): 3 clusters
  Score: Raw -2543429.856367 + Penalty 3288.256219 = -2540141.600148
  nChanged 96
		SP:Iteration 18Q (3390.560000 sec): 3 clusters
  Score: Raw -2543448.126267 + Penalty 3288.256219 = -2540159.870048
  nChanged 97
		SP:Iteration 19Q (3390.860000 sec): 3 clusters
  Score: Raw -2543469.856263 + Penalty 3288.256219 = -2540181.600045
  nChanged 100
		SP:Iteration 20F (3391.140000 sec): 3 clusters
  Score: Raw -2543491.506192 + Penalty 3288.256219 = -2540203.249973
  nChanged 88
		SP:Iteration 21Q (3391.440000 sec): 3 clusters
  Score: Raw -2543509.201652 + Penalty 3288.256219 = -2540220.945434
  nChanged 76
		SP:Iteration 22Q (3391.780000 sec): 3 clusters
  Score: Raw -2543520.077959 + Penalty 3288.256219 = -2540231.821741
  nChanged 58
		SP:Iteration 23Q (3392.010000 sec): 3 clusters
  Score: Raw -2543527.569177 + Penalty 3288.256219 = -2540239.312959
  nChanged 58
		SP:Iteration 24Q (3392.330000 sec): 3 clusters
  Score: Raw -2543534.703135 + Penalty 3288.256219 = -2540246.446916
  nChanged 44
		SP:Iteration 25Q (3392.660000 sec): 3 clusters
  Score: Raw -2543540.671254 + Penalty 3288.256219 = -2540252.415035
  nChanged 37
		SP:Iteration 26Q (3392.960000 sec): 3 clusters
  Score: Raw -2543545.861544 + Penalty 3288.256219 = -2540257.605325
  nChanged 30
		SP:Iteration 27Q (3393.240000 sec): 3 clusters
  Score: Raw -2543549.862105 + Penalty 3288.256219 = -2540261.605886
  nChanged 34
		SP:Iteration 28Q (3393.550000 sec): 3 clusters
  Score: Raw -2543553.774271 + Penalty 3288.256219 = -2540265.518052
  nChanged 21
		SP:Iteration 29Q (3393.790000 sec): 3 clusters
  Score: Raw -2543556.483168 + Penalty 3288.256219 = -2540268.226949
  nChanged 27
		SP:Iteration 30Q (3394.120000 sec): 3 clusters
  Score: Raw -2543561.242443 + Penalty 3288.256219 = -2540272.986224
  nChanged 31
		SP:Iteration 31Q (3394.460000 sec): 3 clusters
  Score: Raw -2543567.621063 + Penalty 3288.256219 = -2540279.364845
  nChanged 43
		SP:Iteration 32Q (3394.690000 sec): 3 clusters
  Score: Raw -2543574.210364 + Penalty 3288.256219 = -2540285.954146
  nChanged 37
		SP:Iteration 33Q (3394.930000 sec): 3 clusters
  Score: Raw -2543580.813325 + Penalty 3288.256219 = -2540292.557106
  nChanged 35
		SP:Iteration 34Q (3395.240000 sec): 3 clusters
  Score: Raw -2543587.568933 + Penalty 3288.256219 = -2540299.312714
  nChanged 37
		SP:Iteration 35Q (3395.490000 sec): 3 clusters
  Score: Raw -2543593.471857 + Penalty 3288.256219 = -2540305.215639
  nChanged 27
		SP:Iteration 36Q (3395.760000 sec): 3 clusters
  Score: Raw -2543597.720688 + Penalty 3288.256219 = -2540309.464469
  nChanged 31
		SP:Iteration 37Q (3396.060000 sec): 3 clusters
  Score: Raw -2543601.735040 + Penalty 3288.256219 = -2540313.478822
  nChanged 36
		SP:Iteration 38Q (3396.360000 sec): 3 clusters
  Score: Raw -2543607.287945 + Penalty 3288.256219 = -2540319.031727
  nChanged 34
		SP:Iteration 39Q (3396.670000 sec): 3 clusters
  Score: Raw -2543612.306342 + Penalty 3288.256219 = -2540324.050123
  nChanged 36
		SP:Iteration 40F (3396.980000 sec): 3 clusters
  Score: Raw -2543616.706839 + Penalty 3288.256219 = -2540328.450620
  nChanged 33
		SP:Iteration 41Q (3397.280000 sec): 3 clusters
  Score: Raw -2543620.386957 + Penalty 3288.256219 = -2540332.130739
  nChanged 22
		SP:Iteration 42Q (3397.580000 sec): 3 clusters
  Score: Raw -2543622.981120 + Penalty 3288.256219 = -2540334.724901
  nChanged 26
		SP:Iteration 43Q (3397.850000 sec): 3 clusters
  Score: Raw -2543626.611437 + Penalty 3288.256219 = -2540338.355219
  nChanged 26
		SP:Iteration 44Q (3398.130000 sec): 3 clusters
  Score: Raw -2543630.410101 + Penalty 3288.256219 = -2540342.153882
  nChanged 28
		SP:Iteration 45Q (3398.370000 sec): 3 clusters
  Score: Raw -2543634.608575 + Penalty 3288.256219 = -2540346.352357
  nChanged 30
		SP:Iteration 46Q (3398.660000 sec): 3 clusters
  Score: Raw -2543638.362330 + Penalty 3288.256219 = -2540350.106112
  nChanged 29
		SP:Iteration 47Q (3398.920000 sec): 3 clusters
  Score: Raw -2543642.417888 + Penalty 3288.256219 = -2540354.161670
  nChanged 30
		SP:Iteration 48Q (3399.190000 sec): 3 clusters
  Score: Raw -2543646.536958 + Penalty 3288.256219 = -2540358.280739
  nChanged 18
		SP:Iteration 49Q (3399.470000 sec): 3 clusters
  Score: Raw -2543648.567740 + Penalty 3288.256219 = -2540360.311521
  nChanged 16
		SP:Iteration 50Q (3399.760000 sec): 3 clusters
  Score: Raw -2543650.196514 + Penalty 3288.256219 = -2540361.940295
  nChanged 8
		SP:Iteration 51Q (3400.010000 sec): 3 clusters
  Score: Raw -2543650.769671 + Penalty 3288.256219 = -2540362.513452
  nChanged 9
		SP:Iteration 52Q (3400.230000 sec): 3 clusters
  Score: Raw -2543651.503802 + Penalty 3288.256219 = -2540363.247583
  nChanged 8
		SP:Iteration 53Q (3400.490000 sec): 3 clusters
  Score: Raw -2543652.162863 + Penalty 3288.256219 = -2540363.906644
  nChanged 7
		SP:Iteration 54Q (3400.730000 sec): 3 clusters
  Score: Raw -2543652.709913 + Penalty 3288.256219 = -2540364.453695
  nChanged 5
		SP:Iteration 55Q (3400.990000 sec): 3 clusters
  Score: Raw -2543652.971909 + Penalty 3288.256219 = -2540364.715690
  nChanged 3
		SP:Iteration 56Q (3401.270000 sec): 3 clusters
  Score: Raw -2543653.136802 + Penalty 3288.256219 = -2540364.880583
  nChanged 2
		SP:Iteration 57Q (3401.520000 sec): 3 clusters
  Score: Raw -2543653.290385 + Penalty 3288.256219 = -2540365.034167
  nChanged 3
		SP:Iteration 58Q (3401.830000 sec): 3 clusters
  Score: Raw -2543653.524742 + Penalty 3288.256219 = -2540365.268524
  nChanged 1
		SP:Iteration 59Q (3402.070000 sec): 3 clusters
  Score: Raw -2543653.549036 + Penalty 3288.256219 = -2540365.292817
  nChanged 1
		SP:Iteration 60F (3402.360000 sec): 3 clusters
  Score: Raw -2543653.564220 + Penalty 3288.256219 = -2540365.308002
  nChanged 1
		SP:Iteration 61Q (3402.640000 sec): 3 clusters
  Score: Raw -2543653.590694 + Penalty 3288.256219 = -2540365.334475
  nChanged 1
		SP:Iteration 62Q (3402.900000 sec): 3 clusters
  Score: Raw -2543653.748174 + Penalty 3288.256219 = -2540365.491955
  nChanged 3
		SP:Iteration 63Q (3403.170000 sec): 3 clusters
  Score: Raw -2543653.888274 + Penalty 3288.256219 = -2540365.632056
  nChanged 0
		SP:Iteration 64F (3403.450000 sec): 3 clusters
  Score: Raw -2543653.888274 + Penalty 3288.256219 = -2540365.632056
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (3053 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3403.570000 sec): 2 clusters
  Score: Raw -304721.841714 + Penalty 1303.880499 = -303417.961215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3403.790000 sec): 3 clusters
  Score: Raw -303385.626923 + Penalty 2607.760998 = -300777.865925
  nChanged 1154
		SP:Iteration 1F (3404.000000 sec): 3 clusters
  Score: Raw -304464.706422 + Penalty 2607.760998 = -301856.945425
  nChanged 316
		SP:Iteration 2F (3404.160000 sec): 3 clusters
  Score: Raw -304958.906251 + Penalty 2607.760998 = -302351.145254
  nChanged 266
		SP:Iteration 3F (3404.400000 sec): 3 clusters
  Score: Raw -305296.104253 + Penalty 2607.760998 = -302688.343255
  nChanged 216
		SP:Iteration 4F (3404.590000 sec): 3 clusters
  Score: Raw -305631.793634 + Penalty 2607.760998 = -303024.032636
  nChanged 232
		SP:Iteration 5F (3404.750000 sec): 3 clusters
  Score: Raw -306004.448985 + Penalty 2607.760998 = -303396.687988
  nChanged 185
		SP:Iteration 6F (3404.950000 sec): 3 clusters
  Score: Raw -306244.659242 + Penalty 2607.760998 = -303636.898244
  nChanged 119
		SP:Iteration 7Q (3405.170000 sec): 3 clusters
  Score: Raw -306334.398940 + Penalty 2607.760998 = -303726.637942
  nChanged 66
		SP:Iteration 8Q (3405.330000 sec): 3 clusters
  Score: Raw -306373.051657 + Penalty 2607.760998 = -303765.290660
  nChanged 37
		SP:Iteration 9Q (3405.540000 sec): 3 clusters
  Score: Raw -306393.024085 + Penalty 2607.760998 = -303785.263088
  nChanged 18
		SP:Iteration 10Q (3405.750000 sec): 3 clusters
  Score: Raw -306400.844143 + Penalty 2607.760998 = -303793.083145
  nChanged 13
		SP:Iteration 11Q (3405.950000 sec): 3 clusters
  Score: Raw -306406.723219 + Penalty 2607.760998 = -303798.962221
  nChanged 7
		SP:Iteration 12Q (3406.100000 sec): 3 clusters
  Score: Raw -306409.790513 + Penalty 2607.760998 = -303802.029515
  nChanged 10
		SP:Iteration 13Q (3406.290000 sec): 3 clusters
  Score: Raw -306416.490073 + Penalty 2607.760998 = -303808.729075
  nChanged 7
		SP:Iteration 14Q (3406.430000 sec): 3 clusters
  Score: Raw -306420.466763 + Penalty 2607.760998 = -303812.705765
  nChanged 3
		SP:Iteration 15Q (3406.590000 sec): 3 clusters
  Score: Raw -306423.491638 + Penalty 2607.760998 = -303815.730640
  nChanged 5
		SP:Iteration 16Q (3406.810000 sec): 3 clusters
  Score: Raw -306427.400247 + Penalty 2607.760998 = -303819.639250
  nChanged 5
		SP:Iteration 17Q (3406.990000 sec): 3 clusters
  Score: Raw -306429.173228 + Penalty 2607.760998 = -303821.412231
  nChanged 4
		SP:Iteration 18Q (3407.150000 sec): 3 clusters
  Score: Raw -306431.495148 + Penalty 2607.760998 = -303823.734151
  nChanged 5
		SP:Iteration 19Q (3407.310000 sec): 3 clusters
  Score: Raw -306433.603612 + Penalty 2607.760998 = -303825.842614
  nChanged 4
		SP:Iteration 20F (3407.540000 sec): 3 clusters
  Score: Raw -306435.144744 + Penalty 2607.760998 = -303827.383746
  nChanged 1
		SP:Iteration 21Q (3407.730000 sec): 3 clusters
  Score: Raw -306435.824448 + Penalty 2607.760998 = -303828.063450
  nChanged 1
		SP:Iteration 22Q (3407.860000 sec): 3 clusters
  Score: Raw -306436.122577 + Penalty 2607.760998 = -303828.361580
  nChanged 1
		SP:Iteration 23Q (3408.050000 sec): 3 clusters
  Score: Raw -306436.365798 + Penalty 2607.760998 = -303828.604800
  nChanged 0
		SP:Iteration 24F (3408.210000 sec): 3 clusters
  Score: Raw -306436.365798 + Penalty 2607.760998 = -303828.604800
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3408.310000 sec): 2 clusters
  Score: Raw -493241.063012 + Penalty 1376.323359 = -491864.739653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3408.550000 sec): 3 clusters
  Score: Raw -490780.731464 + Penalty 2752.646718 = -488028.084746
  nChanged 1934
		SP:Iteration 1F (3408.730000 sec): 3 clusters
  Score: Raw -491893.246582 + Penalty 2752.646718 = -489140.599864
  nChanged 387
		SP:Iteration 2F (3408.930000 sec): 3 clusters
  Score: Raw -492166.461814 + Penalty 2752.646718 = -489413.815096
  nChanged 299
		SP:Iteration 3F (3409.090000 sec): 3 clusters
  Score: Raw -492400.160054 + Penalty 2752.646718 = -489647.513337
  nChanged 276
		SP:Iteration 4F (3409.290000 sec): 3 clusters
  Score: Raw -492613.555019 + Penalty 2752.646718 = -489860.908301
  nChanged 254
		SP:Iteration 5F (3409.500000 sec): 3 clusters
  Score: Raw -492793.811379 + Penalty 2752.646718 = -490041.164661
  nChanged 224
		SP:Iteration 6Q (3409.650000 sec): 3 clusters
  Score: Raw -492936.580815 + Penalty 2752.646718 = -490183.934097
  nChanged 207
		SP:Iteration 7Q (3409.860000 sec): 3 clusters
  Score: Raw -493045.054920 + Penalty 2752.646718 = -490292.408202
  nChanged 163
		SP:Iteration 8Q (3410.030000 sec): 3 clusters
  Score: Raw -493139.706827 + Penalty 2752.646718 = -490387.060109
  nChanged 143
		SP:Iteration 9Q (3410.210000 sec): 3 clusters
  Score: Raw -493226.732839 + Penalty 2752.646718 = -490474.086122
  nChanged 141
		SP:Iteration 10Q (3410.390000 sec): 3 clusters
  Score: Raw -493310.929645 + Penalty 2752.646718 = -490558.282927
  nChanged 127
		SP:Iteration 11Q (3410.560000 sec): 3 clusters
  Score: Raw -493388.413580 + Penalty 2752.646718 = -490635.766862
  nChanged 112
		SP:Iteration 12Q (3410.740000 sec): 3 clusters
  Score: Raw -493460.395228 + Penalty 2752.646718 = -490707.748510
  nChanged 112
		SP:Iteration 13Q (3410.910000 sec): 3 clusters
  Score: Raw -493531.545790 + Penalty 2752.646718 = -490778.899072
  nChanged 87
		SP:Iteration 14Q (3411.060000 sec): 3 clusters
  Score: Raw -493583.643286 + Penalty 2752.646718 = -490830.996569
  nChanged 65
		SP:Iteration 15Q (3411.230000 sec): 3 clusters
  Score: Raw -493630.691809 + Penalty 2752.646718 = -490878.045091
  nChanged 48
		SP:Iteration 16Q (3411.430000 sec): 3 clusters
  Score: Raw -493662.279318 + Penalty 2752.646718 = -490909.632600
  nChanged 42
		SP:Iteration 17Q (3411.610000 sec): 3 clusters
  Score: Raw -493684.911264 + Penalty 2752.646718 = -490932.264546
  nChanged 31
		SP:Iteration 18Q (3411.830000 sec): 3 clusters
  Score: Raw -493698.901051 + Penalty 2752.646718 = -490946.254334
  nChanged 19
		SP:Iteration 19Q (3412.030000 sec): 3 clusters
  Score: Raw -493706.848764 + Penalty 2752.646718 = -490954.202046
  nChanged 14
		SP:Iteration 20F (3412.200000 sec): 3 clusters
  Score: Raw -493711.269587 + Penalty 2752.646718 = -490958.622869
  nChanged 10
		SP:Iteration 21Q (3412.430000 sec): 3 clusters
  Score: Raw -493714.123895 + Penalty 2752.646718 = -490961.477177
  nChanged 9
		SP:Iteration 22Q (3412.580000 sec): 3 clusters
  Score: Raw -493716.808740 + Penalty 2752.646718 = -490964.162022
  nChanged 6
		SP:Iteration 23Q (3412.770000 sec): 3 clusters
  Score: Raw -493717.729634 + Penalty 2752.646718 = -490965.082916
  nChanged 3
		SP:Iteration 24Q (3413.000000 sec): 3 clusters
  Score: Raw -493718.711966 + Penalty 2752.646718 = -490966.065248
  nChanged 3
		SP:Iteration 25Q (3413.200000 sec): 3 clusters
  Score: Raw -493719.543054 + Penalty 2752.646718 = -490966.896336
  nChanged 1
		SP:Iteration 26Q (3413.360000 sec): 3 clusters
  Score: Raw -493719.618898 + Penalty 2752.646718 = -490966.972180
  nChanged 0
		SP:Iteration 27F (3413.560000 sec): 3 clusters
  Score: Raw -493719.618898 + Penalty 2752.646718 = -490966.972180
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (6461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3413.730000 sec): 2 clusters
  Score: Raw -624256.180037 + Penalty 1425.700150 = -622830.479887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3413.930000 sec): 3 clusters
  Score: Raw -621005.464789 + Penalty 2851.400300 = -618154.064490
  nChanged 2682
		SP:Iteration 1F (3414.100000 sec): 3 clusters
  Score: Raw -624562.006490 + Penalty 2851.400300 = -621710.606190
  nChanged 1006
		SP:Iteration 2F (3414.360000 sec): 3 clusters
  Score: Raw -626319.615959 + Penalty 2851.400300 = -623468.215659
  nChanged 807
		SP:Iteration 3F (3414.560000 sec): 3 clusters
  Score: Raw -627378.712540 + Penalty 2851.400300 = -624527.312241
  nChanged 445
		SP:Iteration 4F (3414.790000 sec): 3 clusters
  Score: Raw -627910.541940 + Penalty 2851.400300 = -625059.141641
  nChanged 233
		SP:Iteration 5Q (3415.020000 sec): 3 clusters
  Score: Raw -628190.028176 + Penalty 2851.400300 = -625338.627877
  nChanged 146
		SP:Iteration 6Q (3415.300000 sec): 3 clusters
  Score: Raw -628395.396187 + Penalty 2851.400300 = -625543.995887
  nChanged 114
		SP:Iteration 7Q (3415.470000 sec): 3 clusters
  Score: Raw -628579.503119 + Penalty 2851.400300 = -625728.102819
  nChanged 113
		SP:Iteration 8Q (3415.660000 sec): 3 clusters
  Score: Raw -628836.092995 + Penalty 2851.400300 = -625984.692695
  nChanged 90
		SP:Iteration 9Q (3415.890000 sec): 3 clusters
  Score: Raw -629040.354189 + Penalty 2851.400300 = -626188.953890
  nChanged 60
		SP:Iteration 10Q (3416.170000 sec): 3 clusters
  Score: Raw -629181.613686 + Penalty 2851.400300 = -626330.213387
  nChanged 39
		SP:Iteration 11Q (3416.390000 sec): 3 clusters
  Score: Raw -629247.637687 + Penalty 2851.400300 = -626396.237387
  nChanged 23
		SP:Iteration 12Q (3416.630000 sec): 3 clusters
  Score: Raw -629271.554169 + Penalty 2851.400300 = -626420.153870
  nChanged 14
		SP:Iteration 13Q (3416.830000 sec): 3 clusters
  Score: Raw -629282.860224 + Penalty 2851.400300 = -626431.459924
  nChanged 11
		SP:Iteration 14Q (3417.020000 sec): 3 clusters
  Score: Raw -629293.867519 + Penalty 2851.400300 = -626442.467219
  nChanged 7
		SP:Iteration 15Q (3417.210000 sec): 3 clusters
  Score: Raw -629299.633741 + Penalty 2851.400300 = -626448.233442
  nChanged 4
		SP:Iteration 16Q (3417.380000 sec): 3 clusters
  Score: Raw -629302.635269 + Penalty 2851.400300 = -626451.234969
  nChanged 5
		SP:Iteration 17Q (3417.670000 sec): 3 clusters
  Score: Raw -629308.130920 + Penalty 2851.400300 = -626456.730621
  nChanged 1
		SP:Iteration 18Q (3417.830000 sec): 3 clusters
  Score: Raw -629308.437653 + Penalty 2851.400300 = -626457.037353
  nChanged 0
		SP:Iteration 19F (3418.060000 sec): 3 clusters
  Score: Raw -629308.437653 + Penalty 2851.400300 = -626457.037353
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (408035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3419.740000 sec): 2 clusters
  Score: Raw -42716699.482063 + Penalty 2099.355088 = -42714600.126975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3421.890000 sec): 3 clusters
  Score: Raw -42443006.542256 + Penalty 4198.710176 = -42438807.832080
  nChanged 199723
		SP:Iteration 1F (3423.930000 sec): 3 clusters
  Score: Raw -42567270.916149 + Penalty 4198.710176 = -42563072.205973
  nChanged 19853
		SP:Iteration 2Q (3426.150000 sec): 3 clusters
  Score: Raw -42575825.212318 + Penalty 4198.710176 = -42571626.502142
  nChanged 26283
		SP:Iteration 3F (3428.080000 sec): 3 clusters
  Score: Raw -42590933.988220 + Penalty 4198.710176 = -42586735.278044
  nChanged 32276
		SP:Iteration 4F (3429.980000 sec): 3 clusters
  Score: Raw -42614833.938274 + Penalty 4198.710176 = -42610635.228098
  nChanged 35402
		SP:Iteration 5F (3431.820000 sec): 3 clusters
  Score: Raw -42646060.672214 + Penalty 4198.710176 = -42641861.962038
  nChanged 31489
		SP:Iteration 6F (3433.630000 sec): 3 clusters
  Score: Raw -42675844.272536 + Penalty 4198.710176 = -42671645.562360
  nChanged 22406
		SP:Iteration 7F (3435.460000 sec): 3 clusters
  Score: Raw -42696973.943698 + Penalty 4198.710176 = -42692775.233522
  nChanged 12934
		SP:Iteration 8Q (3437.260000 sec): 3 clusters
  Score: Raw -42708490.400511 + Penalty 4198.710176 = -42704291.690334
  nChanged 6156
		SP:Iteration 9Q (3439.130000 sec): 3 clusters
  Score: Raw -42713524.510528 + Penalty 4198.710176 = -42709325.800352
  nChanged 2600
		SP:Iteration 10Q (3441.090000 sec): 3 clusters
  Score: Raw -42715569.740487 + Penalty 4198.710176 = -42711371.030311
  nChanged 1020
		SP:Iteration 11Q (3442.870000 sec): 3 clusters
  Score: Raw -42716353.628979 + Penalty 4198.710176 = -42712154.918803
  nChanged 437
		SP:Iteration 12Q (3444.710000 sec): 3 clusters
  Score: Raw -42716705.948933 + Penalty 4198.710176 = -42712507.238756
  nChanged 215
		SP:Iteration 13Q (3446.510000 sec): 3 clusters
  Score: Raw -42716874.119403 + Penalty 4198.710176 = -42712675.409227
  nChanged 127
		SP:Iteration 14Q (3448.360000 sec): 3 clusters
  Score: Raw -42716967.076225 + Penalty 4198.710176 = -42712768.366048
  nChanged 72
		SP:Iteration 15Q (3450.470000 sec): 3 clusters
  Score: Raw -42717027.560598 + Penalty 4198.710176 = -42712828.850422
  nChanged 49
		SP:Iteration 16Q (3452.570000 sec): 3 clusters
  Score: Raw -42717061.990528 + Penalty 4198.710176 = -42712863.280352
  nChanged 33
		SP:Iteration 17Q (3454.180000 sec): 3 clusters
  Score: Raw -42717083.111848 + Penalty 4198.710176 = -42712884.401672
  nChanged 27
		SP:Iteration 18Q (3455.810000 sec): 3 clusters
  Score: Raw -42717096.149593 + Penalty 4198.710176 = -42712897.439417
  nChanged 16
		SP:Iteration 19Q (3457.330000 sec): 3 clusters
  Score: Raw -42717106.118135 + Penalty 4198.710176 = -42712907.407959
  nChanged 14
		SP:Iteration 20F (3459.140000 sec): 3 clusters
  Score: Raw -42717113.379672 + Penalty 4198.710176 = -42712914.669496
  nChanged 16
		SP:Iteration 21Q (3460.950000 sec): 3 clusters
  Score: Raw -42717123.611242 + Penalty 4198.710176 = -42712924.901066
  nChanged 16
		SP:Iteration 22Q (3462.580000 sec): 3 clusters
  Score: Raw -42717131.401880 + Penalty 4198.710176 = -42712932.691704
  nChanged 13
		SP:Iteration 23Q (3464.230000 sec): 3 clusters
  Score: Raw -42717141.244560 + Penalty 4198.710176 = -42712942.534384
  nChanged 11
		SP:Iteration 24Q (3465.970000 sec): 3 clusters
  Score: Raw -42717149.499445 + Penalty 4198.710176 = -42712950.789269
  nChanged 17
		SP:Iteration 25Q (3467.560000 sec): 3 clusters
  Score: Raw -42717162.352839 + Penalty 4198.710176 = -42712963.642663
  nChanged 17
		SP:Iteration 26Q (3469.100000 sec): 3 clusters
  Score: Raw -42717173.972360 + Penalty 4198.710176 = -42712975.262184
  nChanged 9
		SP:Iteration 27Q (3470.500000 sec): 3 clusters
  Score: Raw -42717178.549453 + Penalty 4198.710176 = -42712979.839276
  nChanged 8
		SP:Iteration 28Q (3472.130000 sec): 3 clusters
  Score: Raw -42717183.760565 + Penalty 4198.710176 = -42712985.050389
  nChanged 8
		SP:Iteration 29Q (3473.920000 sec): 3 clusters
  Score: Raw -42717188.365592 + Penalty 4198.710176 = -42712989.655415
  nChanged 6
		SP:Iteration 30Q (3475.520000 sec): 3 clusters
  Score: Raw -42717190.496122 + Penalty 4198.710176 = -42712991.785946
  nChanged 6
		SP:Iteration 31Q (3477.370000 sec): 3 clusters
  Score: Raw -42717192.654967 + Penalty 4198.710176 = -42712993.944791
  nChanged 3
		SP:Iteration 32Q (3478.940000 sec): 3 clusters
  Score: Raw -42717196.409849 + Penalty 4198.710176 = -42712997.699673
  nChanged 11
		SP:Iteration 33Q (3480.510000 sec): 3 clusters
  Score: Raw -42717204.720095 + Penalty 4198.710176 = -42713006.009919
  nChanged 8
		SP:Iteration 34Q (3482.270000 sec): 3 clusters
  Score: Raw -42717209.056612 + Penalty 4198.710176 = -42713010.346436
  nChanged 7
		SP:Iteration 35Q (3483.830000 sec): 3 clusters
  Score: Raw -42717214.018014 + Penalty 4198.710176 = -42713015.307838
  nChanged 7
		SP:Iteration 36Q (3485.460000 sec): 3 clusters
  Score: Raw -42717218.583523 + Penalty 4198.710176 = -42713019.873347
  nChanged 3
		SP:Iteration 37Q (3487.160000 sec): 3 clusters
  Score: Raw -42717219.739810 + Penalty 4198.710176 = -42713021.029634
  nChanged 1
		SP:Iteration 38Q (3488.790000 sec): 3 clusters
  Score: Raw -42717220.021321 + Penalty 4198.710176 = -42713021.311145
  nChanged 0
		SP:Iteration 39F (3490.700000 sec): 3 clusters
  Score: Raw -42717220.021321 + Penalty 4198.710176 = -42713021.311145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (28766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3491.100000 sec): 2 clusters
  Score: Raw -2896427.344887 + Penalty 1668.379280 = -2894758.965608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3491.420000 sec): 3 clusters
  Score: Raw -2878725.860684 + Penalty 3336.758559 = -2875389.102124
  nChanged 13155
		SP:Iteration 1F (3491.740000 sec): 3 clusters
  Score: Raw -2886063.570471 + Penalty 3336.758559 = -2882726.811912
  nChanged 1390
		SP:Iteration 2Q (3492.030000 sec): 3 clusters
  Score: Raw -2886674.414120 + Penalty 3336.758559 = -2883337.655561
  nChanged 1541
		SP:Iteration 3F (3492.400000 sec): 3 clusters
  Score: Raw -2887648.607999 + Penalty 3336.758559 = -2884311.849439
  nChanged 1873
		SP:Iteration 4F (3492.690000 sec): 3 clusters
  Score: Raw -2889264.640410 + Penalty 3336.758559 = -2885927.881851
  nChanged 2244
		SP:Iteration 5F (3493.040000 sec): 3 clusters
  Score: Raw -2891464.534203 + Penalty 3336.758559 = -2888127.775644
  nChanged 2350
		SP:Iteration 6F (3493.340000 sec): 3 clusters
  Score: Raw -2893468.062783 + Penalty 3336.758559 = -2890131.304224
  nChanged 2013
		SP:Iteration 7F (3493.650000 sec): 3 clusters
  Score: Raw -2894709.573050 + Penalty 3336.758559 = -2891372.814491
  nChanged 1442
		SP:Iteration 8F (3493.970000 sec): 3 clusters
  Score: Raw -2895326.878520 + Penalty 3336.758559 = -2891990.119961
  nChanged 918
		SP:Iteration 9Q (3494.250000 sec): 3 clusters
  Score: Raw -2895603.170400 + Penalty 3336.758559 = -2892266.411840
  nChanged 601
		SP:Iteration 10Q (3494.600000 sec): 3 clusters
  Score: Raw -2895759.601312 + Penalty 3336.758559 = -2892422.842752
  nChanged 461
		SP:Iteration 11Q (3494.950000 sec): 3 clusters
  Score: Raw -2895893.683841 + Penalty 3336.758559 = -2892556.925281
  nChanged 475
		SP:Iteration 12Q (3495.270000 sec): 3 clusters
  Score: Raw -2896060.066573 + Penalty 3336.758559 = -2892723.308014
  nChanged 481
		SP:Iteration 13Q (3495.600000 sec): 3 clusters
  Score: Raw -2896253.594511 + Penalty 3336.758559 = -2892916.835952
  nChanged 517
		SP:Iteration 14Q (3495.950000 sec): 3 clusters
  Score: Raw -2896505.045154 + Penalty 3336.758559 = -2893168.286594
  nChanged 574
		SP:Iteration 15Q (3496.270000 sec): 3 clusters
  Score: Raw -2896822.047255 + Penalty 3336.758559 = -2893485.288696
  nChanged 629
		SP:Iteration 16Q (3496.570000 sec): 3 clusters
  Score: Raw -2897192.216326 + Penalty 3336.758559 = -2893855.457767
  nChanged 645
		SP:Iteration 17Q (3496.910000 sec): 3 clusters
  Score: Raw -2897556.218141 + Penalty 3336.758559 = -2894219.459582
  nChanged 570
		SP:Iteration 18Q (3497.240000 sec): 3 clusters
  Score: Raw -2897848.172131 + Penalty 3336.758559 = -2894511.413572
  nChanged 532
		SP:Iteration 19Q (3497.560000 sec): 3 clusters
  Score: Raw -2898097.058285 + Penalty 3336.758559 = -2894760.299726
  nChanged 473
		SP:Iteration 20F (3497.900000 sec): 3 clusters
  Score: Raw -2898294.050835 + Penalty 3336.758559 = -2894957.292276
  nChanged 401
		SP:Iteration 21Q (3498.250000 sec): 3 clusters
  Score: Raw -2898440.530502 + Penalty 3336.758559 = -2895103.771943
  nChanged 323
		SP:Iteration 22Q (3498.570000 sec): 3 clusters
  Score: Raw -2898540.827351 + Penalty 3336.758559 = -2895204.068792
  nChanged 271
		SP:Iteration 23Q (3498.920000 sec): 3 clusters
  Score: Raw -2898619.132722 + Penalty 3336.758559 = -2895282.374163
  nChanged 237
		SP:Iteration 24Q (3499.270000 sec): 3 clusters
  Score: Raw -2898682.464316 + Penalty 3336.758559 = -2895345.705756
  nChanged 206
		SP:Iteration 25Q (3499.620000 sec): 3 clusters
  Score: Raw -2898744.733437 + Penalty 3336.758559 = -2895407.974878
  nChanged 216
		SP:Iteration 26Q (3499.960000 sec): 3 clusters
  Score: Raw -2898820.122558 + Penalty 3336.758559 = -2895483.363999
  nChanged 195
		SP:Iteration 27Q (3500.260000 sec): 3 clusters
  Score: Raw -2898881.575647 + Penalty 3336.758559 = -2895544.817087
  nChanged 199
		SP:Iteration 28Q (3500.550000 sec): 3 clusters
  Score: Raw -2898948.467138 + Penalty 3336.758559 = -2895611.708579
  nChanged 205
		SP:Iteration 29Q (3500.860000 sec): 3 clusters
  Score: Raw -2899013.387783 + Penalty 3336.758559 = -2895676.629223
  nChanged 161
		SP:Iteration 30Q (3501.160000 sec): 3 clusters
  Score: Raw -2899060.080178 + Penalty 3336.758559 = -2895723.321619
  nChanged 162
		SP:Iteration 31Q (3501.500000 sec): 3 clusters
  Score: Raw -2899106.772295 + Penalty 3336.758559 = -2895770.013736
  nChanged 142
		SP:Iteration 32Q (3501.840000 sec): 3 clusters
  Score: Raw -2899143.234865 + Penalty 3336.758559 = -2895806.476306
  nChanged 121
		SP:Iteration 33Q (3502.140000 sec): 3 clusters
  Score: Raw -2899168.737323 + Penalty 3336.758559 = -2895831.978764
  nChanged 104
		SP:Iteration 34Q (3502.450000 sec): 3 clusters
  Score: Raw -2899190.128984 + Penalty 3336.758559 = -2895853.370425
  nChanged 91
		SP:Iteration 35Q (3502.730000 sec): 3 clusters
  Score: Raw -2899210.912440 + Penalty 3336.758559 = -2895874.153881
  nChanged 88
		SP:Iteration 36Q (3503.020000 sec): 3 clusters
  Score: Raw -2899228.713067 + Penalty 3336.758559 = -2895891.954507
  nChanged 84
		SP:Iteration 37Q (3503.280000 sec): 3 clusters
  Score: Raw -2899246.360966 + Penalty 3336.758559 = -2895909.602407
  nChanged 81
		SP:Iteration 38Q (3503.570000 sec): 3 clusters
  Score: Raw -2899264.331572 + Penalty 3336.758559 = -2895927.573012
  nChanged 76
		SP:Iteration 39Q (3503.890000 sec): 3 clusters
  Score: Raw -2899281.122842 + Penalty 3336.758559 = -2895944.364282
  nChanged 70
		SP:Iteration 40F (3504.160000 sec): 3 clusters
  Score: Raw -2899296.209146 + Penalty 3336.758559 = -2895959.450587
  nChanged 85
		SP:Iteration 41Q (3504.480000 sec): 3 clusters
  Score: Raw -2899317.803374 + Penalty 3336.758559 = -2895981.044815
  nChanged 87
		SP:Iteration 42Q (3504.820000 sec): 3 clusters
  Score: Raw -2899342.032294 + Penalty 3336.758559 = -2896005.273735
  nChanged 98
		SP:Iteration 43Q (3505.160000 sec): 3 clusters
  Score: Raw -2899373.323566 + Penalty 3336.758559 = -2896036.565007
  nChanged 78
		SP:Iteration 44Q (3505.410000 sec): 3 clusters
  Score: Raw -2899397.634009 + Penalty 3336.758559 = -2896060.875450
  nChanged 82
		SP:Iteration 45Q (3505.690000 sec): 3 clusters
  Score: Raw -2899420.775843 + Penalty 3336.758559 = -2896084.017283
  nChanged 76
		SP:Iteration 46Q (3505.990000 sec): 3 clusters
  Score: Raw -2899437.923358 + Penalty 3336.758559 = -2896101.164799
  nChanged 60
		SP:Iteration 47Q (3506.250000 sec): 3 clusters
  Score: Raw -2899452.090665 + Penalty 3336.758559 = -2896115.332106
  nChanged 55
		SP:Iteration 48Q (3506.510000 sec): 3 clusters
  Score: Raw -2899462.745341 + Penalty 3336.758559 = -2896125.986782
  nChanged 40
		SP:Iteration 49Q (3506.810000 sec): 3 clusters
  Score: Raw -2899468.863376 + Penalty 3336.758559 = -2896132.104816
  nChanged 34
		SP:Iteration 50Q (3507.140000 sec): 3 clusters
  Score: Raw -2899473.699385 + Penalty 3336.758559 = -2896136.940826
  nChanged 31
		SP:Iteration 51Q (3507.410000 sec): 3 clusters
  Score: Raw -2899478.500646 + Penalty 3336.758559 = -2896141.742087
  nChanged 32
		SP:Iteration 52Q (3507.720000 sec): 3 clusters
  Score: Raw -2899483.610651 + Penalty 3336.758559 = -2896146.852092
  nChanged 39
		SP:Iteration 53Q (3508.030000 sec): 3 clusters
  Score: Raw -2899490.453737 + Penalty 3336.758559 = -2896153.695177
  nChanged 30
		SP:Iteration 54Q (3508.310000 sec): 3 clusters
  Score: Raw -2899495.367415 + Penalty 3336.758559 = -2896158.608856
  nChanged 18
		SP:Iteration 55Q (3508.630000 sec): 3 clusters
  Score: Raw -2899498.943347 + Penalty 3336.758559 = -2896162.184788
  nChanged 22
		SP:Iteration 56Q (3508.930000 sec): 3 clusters
  Score: Raw -2899503.767813 + Penalty 3336.758559 = -2896167.009254
  nChanged 18
		SP:Iteration 57Q (3509.260000 sec): 3 clusters
  Score: Raw -2899507.175935 + Penalty 3336.758559 = -2896170.417376
  nChanged 22
		SP:Iteration 58Q (3509.580000 sec): 3 clusters
  Score: Raw -2899511.034832 + Penalty 3336.758559 = -2896174.276273
  nChanged 15
		SP:Iteration 59Q (3509.850000 sec): 3 clusters
  Score: Raw -2899513.171943 + Penalty 3336.758559 = -2896176.413383
  nChanged 16
		SP:Iteration 60F (3510.130000 sec): 3 clusters
  Score: Raw -2899515.716988 + Penalty 3336.758559 = -2896178.958428
  nChanged 11
		SP:Iteration 61Q (3510.410000 sec): 3 clusters
  Score: Raw -2899517.168945 + Penalty 3336.758559 = -2896180.410386
  nChanged 9
		SP:Iteration 62Q (3510.670000 sec): 3 clusters
  Score: Raw -2899517.979832 + Penalty 3336.758559 = -2896181.221273
  nChanged 6
		SP:Iteration 63Q (3510.990000 sec): 3 clusters
  Score: Raw -2899518.544519 + Penalty 3336.758559 = -2896181.785960
  nChanged 6
		SP:Iteration 64Q (3511.290000 sec): 3 clusters
  Score: Raw -2899519.325743 + Penalty 3336.758559 = -2896182.567183
  nChanged 4
		SP:Iteration 65Q (3511.560000 sec): 3 clusters
  Score: Raw -2899519.768438 + Penalty 3336.758559 = -2896183.009878
  nChanged 2
		SP:Iteration 66Q (3511.820000 sec): 3 clusters
  Score: Raw -2899520.006339 + Penalty 3336.758559 = -2896183.247779
  nChanged 2
		SP:Iteration 67Q (3512.130000 sec): 3 clusters
  Score: Raw -2899520.128137 + Penalty 3336.758559 = -2896183.369578
  nChanged 2
		SP:Iteration 68Q (3512.390000 sec): 3 clusters
  Score: Raw -2899520.153399 + Penalty 3336.758559 = -2896183.394840
  nChanged 0
		SP:Iteration 69F (3512.670000 sec): 3 clusters
  Score: Raw -2899520.153399 + Penalty 3336.758559 = -2896183.394840
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (5242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3512.820000 sec): 2 clusters
  Score: Raw -469720.186477 + Penalty 1391.724487 = -468328.461990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3513.020000 sec): 3 clusters
  Score: Raw -467252.992805 + Penalty 2783.448975 = -464469.543830
  nChanged 2148
		SP:Iteration 1F (3513.230000 sec): 3 clusters
  Score: Raw -469268.198869 + Penalty 2783.448975 = -466484.749895
  nChanged 571
		SP:Iteration 2F (3513.460000 sec): 3 clusters
  Score: Raw -469945.900702 + Penalty 2783.448975 = -467162.451727
  nChanged 437
		SP:Iteration 3F (3513.660000 sec): 3 clusters
  Score: Raw -470517.385470 + Penalty 2783.448975 = -467733.936495
  nChanged 395
		SP:Iteration 4F (3513.870000 sec): 3 clusters
  Score: Raw -471154.259637 + Penalty 2783.448975 = -468370.810662
  nChanged 365
		SP:Iteration 5F (3514.080000 sec): 3 clusters
  Score: Raw -471667.590751 + Penalty 2783.448975 = -468884.141776
  nChanged 275
		SP:Iteration 6F (3514.310000 sec): 3 clusters
  Score: Raw -471948.820568 + Penalty 2783.448975 = -469165.371594
  nChanged 166
		SP:Iteration 7Q (3514.490000 sec): 3 clusters
  Score: Raw -472063.991536 + Penalty 2783.448975 = -469280.542561
  nChanged 103
		SP:Iteration 8Q (3514.710000 sec): 3 clusters
  Score: Raw -472123.327644 + Penalty 2783.448975 = -469339.878669
  nChanged 76
		SP:Iteration 9Q (3514.890000 sec): 3 clusters
  Score: Raw -472180.127281 + Penalty 2783.448975 = -469396.678306
  nChanged 81
		SP:Iteration 10Q (3515.120000 sec): 3 clusters
  Score: Raw -472258.120363 + Penalty 2783.448975 = -469474.671388
  nChanged 79
		SP:Iteration 11Q (3515.340000 sec): 3 clusters
  Score: Raw -472318.225447 + Penalty 2783.448975 = -469534.776473
  nChanged 65
		SP:Iteration 12Q (3515.560000 sec): 3 clusters
  Score: Raw -472351.432858 + Penalty 2783.448975 = -469567.983884
  nChanged 62
		SP:Iteration 13Q (3515.750000 sec): 3 clusters
  Score: Raw -472384.809636 + Penalty 2783.448975 = -469601.360661
  nChanged 51
		SP:Iteration 14Q (3515.940000 sec): 3 clusters
  Score: Raw -472408.897763 + Penalty 2783.448975 = -469625.448789
  nChanged 44
		SP:Iteration 15Q (3516.120000 sec): 3 clusters
  Score: Raw -472431.545713 + Penalty 2783.448975 = -469648.096738
  nChanged 51
		SP:Iteration 16Q (3516.320000 sec): 3 clusters
  Score: Raw -472465.703078 + Penalty 2783.448975 = -469682.254104
  nChanged 43
		SP:Iteration 17Q (3516.510000 sec): 3 clusters
  Score: Raw -472502.403876 + Penalty 2783.448975 = -469718.954901
  nChanged 47
		SP:Iteration 18Q (3516.680000 sec): 3 clusters
  Score: Raw -472539.361723 + Penalty 2783.448975 = -469755.912748
  nChanged 39
		SP:Iteration 19Q (3516.840000 sec): 3 clusters
  Score: Raw -472556.110202 + Penalty 2783.448975 = -469772.661227
  nChanged 27
		SP:Iteration 20F (3517.020000 sec): 3 clusters
  Score: Raw -472569.950899 + Penalty 2783.448975 = -469786.501925
  nChanged 21
		SP:Iteration 21Q (3517.220000 sec): 3 clusters
  Score: Raw -472581.487124 + Penalty 2783.448975 = -469798.038150
  nChanged 21
		SP:Iteration 22Q (3517.450000 sec): 3 clusters
  Score: Raw -472590.241929 + Penalty 2783.448975 = -469806.792955
  nChanged 23
		SP:Iteration 23Q (3517.620000 sec): 3 clusters
  Score: Raw -472595.465889 + Penalty 2783.448975 = -469812.016914
  nChanged 11
		SP:Iteration 24Q (3517.850000 sec): 3 clusters
  Score: Raw -472598.613871 + Penalty 2783.448975 = -469815.164897
  nChanged 8
		SP:Iteration 25Q (3518.010000 sec): 3 clusters
  Score: Raw -472600.355781 + Penalty 2783.448975 = -469816.906806
  nChanged 6
		SP:Iteration 26Q (3518.230000 sec): 3 clusters
  Score: Raw -472601.078340 + Penalty 2783.448975 = -469817.629366
  nChanged 5
		SP:Iteration 27Q (3518.410000 sec): 3 clusters
  Score: Raw -472602.644015 + Penalty 2783.448975 = -469819.195040
  nChanged 8
		SP:Iteration 28Q (3518.630000 sec): 3 clusters
  Score: Raw -472606.644915 + Penalty 2783.448975 = -469823.195940
  nChanged 5
		SP:Iteration 29Q (3518.850000 sec): 3 clusters
  Score: Raw -472607.475565 + Penalty 2783.448975 = -469824.026590
  nChanged 1
		SP:Iteration 30Q (3519.040000 sec): 3 clusters
  Score: Raw -472607.551429 + Penalty 2783.448975 = -469824.102454
  nChanged 1
		SP:Iteration 31Q (3519.250000 sec): 3 clusters
  Score: Raw -472607.607835 + Penalty 2783.448975 = -469824.158860
  nChanged 0
		SP:Iteration 32F (3519.520000 sec): 3 clusters
  Score: Raw -472607.607835 + Penalty 2783.448975 = -469824.158860
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (22594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3519.690000 sec): 2 clusters
  Score: Raw -2535959.065738 + Penalty 1629.133945 = -2534329.931793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3520.010000 sec): 3 clusters
  Score: Raw -2522142.968826 + Penalty 3258.267891 = -2518884.700935
  nChanged 10287
		SP:Iteration 1F (3520.370000 sec): 3 clusters
  Score: Raw -2527979.369870 + Penalty 3258.267891 = -2524721.101979
  nChanged 1035
		SP:Iteration 2Q (3520.650000 sec): 3 clusters
  Score: Raw -2528337.369970 + Penalty 3258.267891 = -2525079.102079
  nChanged 928
		SP:Iteration 3Q (3520.960000 sec): 3 clusters
  Score: Raw -2528674.697731 + Penalty 3258.267891 = -2525416.429841
  nChanged 849
		SP:Iteration 4Q (3521.300000 sec): 3 clusters
  Score: Raw -2528993.834412 + Penalty 3258.267891 = -2525735.566521
  nChanged 887
		SP:Iteration 5Q (3521.540000 sec): 3 clusters
  Score: Raw -2529377.565072 + Penalty 3258.267891 = -2526119.297181
  nChanged 954
		SP:Iteration 6Q (3521.850000 sec): 3 clusters
  Score: Raw -2529863.753696 + Penalty 3258.267891 = -2526605.485805
  nChanged 1101
		SP:Iteration 7Q (3522.170000 sec): 3 clusters
  Score: Raw -2530549.130281 + Penalty 3258.267891 = -2527290.862390
  nChanged 1277
		SP:Iteration 8F (3522.490000 sec): 3 clusters
  Score: Raw -2531494.102436 + Penalty 3258.267891 = -2528235.834546
  nChanged 1313
		SP:Iteration 9F (3522.760000 sec): 3 clusters
  Score: Raw -2532567.781527 + Penalty 3258.267891 = -2529309.513636
  nChanged 1187
		SP:Iteration 10F (3523.130000 sec): 3 clusters
  Score: Raw -2533535.784369 + Penalty 3258.267891 = -2530277.516478
  nChanged 985
		SP:Iteration 11Q (3523.340000 sec): 3 clusters
  Score: Raw -2534364.011379 + Penalty 3258.267891 = -2531105.743488
  nChanged 742
		SP:Iteration 12Q (3523.640000 sec): 3 clusters
  Score: Raw -2534989.530893 + Penalty 3258.267891 = -2531731.263003
  nChanged 489
		SP:Iteration 13Q (3523.910000 sec): 3 clusters
  Score: Raw -2535399.418821 + Penalty 3258.267891 = -2532141.150930
  nChanged 302
		SP:Iteration 14Q (3524.190000 sec): 3 clusters
  Score: Raw -2535647.829664 + Penalty 3258.267891 = -2532389.561773
  nChanged 212
		SP:Iteration 15Q (3524.470000 sec): 3 clusters
  Score: Raw -2535838.566260 + Penalty 3258.267891 = -2532580.298369
  nChanged 144
		SP:Iteration 16Q (3524.710000 sec): 3 clusters
  Score: Raw -2535969.926300 + Penalty 3258.267891 = -2532711.658409
  nChanged 77
		SP:Iteration 17Q (3525.010000 sec): 3 clusters
  Score: Raw -2536044.098000 + Penalty 3258.267891 = -2532785.830109
  nChanged 53
		SP:Iteration 18Q (3525.290000 sec): 3 clusters
  Score: Raw -2536096.257456 + Penalty 3258.267891 = -2532837.989565
  nChanged 36
		SP:Iteration 19Q (3525.560000 sec): 3 clusters
  Score: Raw -2536130.843681 + Penalty 3258.267891 = -2532872.575790
  nChanged 28
		SP:Iteration 20F (3525.860000 sec): 3 clusters
  Score: Raw -2536160.216616 + Penalty 3258.267891 = -2532901.948726
  nChanged 12
		SP:Iteration 21Q (3526.170000 sec): 3 clusters
  Score: Raw -2536172.628029 + Penalty 3258.267891 = -2532914.360138
  nChanged 7
		SP:Iteration 22Q (3526.480000 sec): 3 clusters
  Score: Raw -2536181.391481 + Penalty 3258.267891 = -2532923.123591
  nChanged 8
		SP:Iteration 23Q (3526.760000 sec): 3 clusters
  Score: Raw -2536189.519394 + Penalty 3258.267891 = -2532931.251504
  nChanged 9
		SP:Iteration 24Q (3527.030000 sec): 3 clusters
  Score: Raw -2536199.651451 + Penalty 3258.267891 = -2532941.383560
  nChanged 3
		SP:Iteration 25Q (3527.300000 sec): 3 clusters
  Score: Raw -2536201.672905 + Penalty 3258.267891 = -2532943.405015
  nChanged 2
		SP:Iteration 26Q (3527.590000 sec): 3 clusters
  Score: Raw -2536203.417546 + Penalty 3258.267891 = -2532945.149655
  nChanged 0
		SP:Iteration 27F (3527.890000 sec): 3 clusters
  Score: Raw -2536203.417546 + Penalty 3258.267891 = -2532945.149655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (63006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3528.200000 sec): 2 clusters
  Score: Raw -6212920.971756 + Penalty 1795.785101 = -6211125.186655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3528.700000 sec): 3 clusters
  Score: Raw -6172658.780877 + Penalty 3591.570203 = -6169067.210674
  nChanged 29746
		SP:Iteration 1F (3529.080000 sec): 3 clusters
  Score: Raw -6190739.910195 + Penalty 3591.570203 = -6187148.339993
  nChanged 3168
		SP:Iteration 2F (3529.560000 sec): 3 clusters
  Score: Raw -6192071.526183 + Penalty 3591.570203 = -6188479.955980
  nChanged 3413
		SP:Iteration 3F (3530.030000 sec): 3 clusters
  Score: Raw -6193838.567770 + Penalty 3591.570203 = -6190246.997568
  nChanged 3772
		SP:Iteration 4F (3530.530000 sec): 3 clusters
  Score: Raw -6196110.400978 + Penalty 3591.570203 = -6192518.830776
  nChanged 3937
		SP:Iteration 5F (3531.020000 sec): 3 clusters
  Score: Raw -6198615.397784 + Penalty 3591.570203 = -6195023.827581
  nChanged 3728
		SP:Iteration 6F (3531.540000 sec): 3 clusters
  Score: Raw -6200978.271399 + Penalty 3591.570203 = -6197386.701197
  nChanged 3380
		SP:Iteration 7F (3532.040000 sec): 3 clusters
  Score: Raw -6203024.498568 + Penalty 3591.570203 = -6199432.928366
  nChanged 2968
		SP:Iteration 8Q (3532.530000 sec): 3 clusters
  Score: Raw -6204628.137342 + Penalty 3591.570203 = -6201036.567139
  nChanged 2273
		SP:Iteration 9Q (3533.100000 sec): 3 clusters
  Score: Raw -6205644.828921 + Penalty 3591.570203 = -6202053.258718
  nChanged 1722
		SP:Iteration 10Q (3533.590000 sec): 3 clusters
  Score: Raw -6206316.931213 + Penalty 3591.570203 = -6202725.361011
  nChanged 1377
		SP:Iteration 11Q (3534.120000 sec): 3 clusters
  Score: Raw -6206776.474793 + Penalty 3591.570203 = -6203184.904590
  nChanged 1070
		SP:Iteration 12Q (3534.610000 sec): 3 clusters
  Score: Raw -6207097.050426 + Penalty 3591.570203 = -6203505.480223
  nChanged 941
		SP:Iteration 13Q (3535.050000 sec): 3 clusters
  Score: Raw -6207383.304848 + Penalty 3591.570203 = -6203791.734645
  nChanged 935
		SP:Iteration 14Q (3535.570000 sec): 3 clusters
  Score: Raw -6207664.457254 + Penalty 3591.570203 = -6204072.887051
  nChanged 906
		SP:Iteration 15Q (3536.040000 sec): 3 clusters
  Score: Raw -6207938.358971 + Penalty 3591.570203 = -6204346.788768
  nChanged 908
		SP:Iteration 16Q (3536.500000 sec): 3 clusters
  Score: Raw -6208216.486228 + Penalty 3591.570203 = -6204624.916026
  nChanged 933
		SP:Iteration 17Q (3537.000000 sec): 3 clusters
  Score: Raw -6208520.891476 + Penalty 3591.570203 = -6204929.321274
  nChanged 917
		SP:Iteration 18Q (3537.530000 sec): 3 clusters
  Score: Raw -6208827.599604 + Penalty 3591.570203 = -6205236.029402
  nChanged 930
		SP:Iteration 19Q (3538.070000 sec): 3 clusters
  Score: Raw -6209148.344535 + Penalty 3591.570203 = -6205556.774333
  nChanged 965
		SP:Iteration 20F (3538.570000 sec): 3 clusters
  Score: Raw -6209501.411304 + Penalty 3591.570203 = -6205909.841101
  nChanged 932
		SP:Iteration 21Q (3539.040000 sec): 3 clusters
  Score: Raw -6209846.785244 + Penalty 3591.570203 = -6206255.215041
  nChanged 894
		SP:Iteration 22Q (3539.520000 sec): 3 clusters
  Score: Raw -6210184.310515 + Penalty 3591.570203 = -6206592.740313
  nChanged 830
		SP:Iteration 23Q (3539.980000 sec): 3 clusters
  Score: Raw -6210482.787373 + Penalty 3591.570203 = -6206891.217170
  nChanged 769
		SP:Iteration 24Q (3540.410000 sec): 3 clusters
  Score: Raw -6210770.007949 + Penalty 3591.570203 = -6207178.437746
  nChanged 737
		SP:Iteration 25Q (3540.840000 sec): 3 clusters
  Score: Raw -6211077.054032 + Penalty 3591.570203 = -6207485.483829
  nChanged 682
		SP:Iteration 26Q (3541.310000 sec): 3 clusters
  Score: Raw -6211354.767871 + Penalty 3591.570203 = -6207763.197668
  nChanged 626
		SP:Iteration 27Q (3541.760000 sec): 3 clusters
  Score: Raw -6211609.908721 + Penalty 3591.570203 = -6208018.338519
  nChanged 572
		SP:Iteration 28Q (3542.220000 sec): 3 clusters
  Score: Raw -6211859.266493 + Penalty 3591.570203 = -6208267.696290
  nChanged 527
		SP:Iteration 29Q (3542.700000 sec): 3 clusters
  Score: Raw -6212102.573687 + Penalty 3591.570203 = -6208511.003484
  nChanged 480
		SP:Iteration 30Q (3543.140000 sec): 3 clusters
  Score: Raw -6212314.652415 + Penalty 3591.570203 = -6208723.082212
  nChanged 422
		SP:Iteration 31Q (3543.630000 sec): 3 clusters
  Score: Raw -6212491.002497 + Penalty 3591.570203 = -6208899.432294
  nChanged 368
		SP:Iteration 32Q (3544.070000 sec): 3 clusters
  Score: Raw -6212652.673992 + Penalty 3591.570203 = -6209061.103790
  nChanged 329
		SP:Iteration 33Q (3544.550000 sec): 3 clusters
  Score: Raw -6212798.018571 + Penalty 3591.570203 = -6209206.448368
  nChanged 258
		SP:Iteration 34Q (3544.920000 sec): 3 clusters
  Score: Raw -6212908.733817 + Penalty 3591.570203 = -6209317.163615
  nChanged 201
		SP:Iteration 35Q (3545.360000 sec): 3 clusters
  Score: Raw -6212989.010345 + Penalty 3591.570203 = -6209397.440142
  nChanged 157
		SP:Iteration 36Q (3545.720000 sec): 3 clusters
  Score: Raw -6213052.346909 + Penalty 3591.570203 = -6209460.776707
  nChanged 166
		SP:Iteration 37Q (3546.190000 sec): 3 clusters
  Score: Raw -6213119.808056 + Penalty 3591.570203 = -6209528.237853
  nChanged 148
		SP:Iteration 38Q (3546.620000 sec): 3 clusters
  Score: Raw -6213176.219555 + Penalty 3591.570203 = -6209584.649352
  nChanged 107
		SP:Iteration 39Q (3547.080000 sec): 3 clusters
  Score: Raw -6213217.395076 + Penalty 3591.570203 = -6209625.824873
  nChanged 106
		SP:Iteration 40F (3547.550000 sec): 3 clusters
  Score: Raw -6213262.106863 + Penalty 3591.570203 = -6209670.536661
  nChanged 89
		SP:Iteration 41Q (3547.990000 sec): 3 clusters
  Score: Raw -6213299.670968 + Penalty 3591.570203 = -6209708.100765
  nChanged 80
		SP:Iteration 42Q (3548.390000 sec): 3 clusters
  Score: Raw -6213335.767597 + Penalty 3591.570203 = -6209744.197394
  nChanged 79
		SP:Iteration 43Q (3548.750000 sec): 3 clusters
  Score: Raw -6213368.545800 + Penalty 3591.570203 = -6209776.975597
  nChanged 62
		SP:Iteration 44Q (3549.120000 sec): 3 clusters
  Score: Raw -6213396.692239 + Penalty 3591.570203 = -6209805.122037
  nChanged 61
		SP:Iteration 45Q (3549.550000 sec): 3 clusters
  Score: Raw -6213422.383453 + Penalty 3591.570203 = -6209830.813250
  nChanged 46
		SP:Iteration 46Q (3549.910000 sec): 3 clusters
  Score: Raw -6213441.659956 + Penalty 3591.570203 = -6209850.089753
  nChanged 47
		SP:Iteration 47Q (3550.300000 sec): 3 clusters
  Score: Raw -6213460.537745 + Penalty 3591.570203 = -6209868.967542
  nChanged 29
		SP:Iteration 48Q (3550.650000 sec): 3 clusters
  Score: Raw -6213472.397378 + Penalty 3591.570203 = -6209880.827175
  nChanged 26
		SP:Iteration 49Q (3551.040000 sec): 3 clusters
  Score: Raw -6213485.119775 + Penalty 3591.570203 = -6209893.549572
  nChanged 30
		SP:Iteration 50Q (3551.440000 sec): 3 clusters
  Score: Raw -6213501.848019 + Penalty 3591.570203 = -6209910.277816
  nChanged 36
		SP:Iteration 51Q (3551.840000 sec): 3 clusters
  Score: Raw -6213519.977284 + Penalty 3591.570203 = -6209928.407081
  nChanged 34
		SP:Iteration 52Q (3552.260000 sec): 3 clusters
  Score: Raw -6213539.289359 + Penalty 3591.570203 = -6209947.719157
  nChanged 33
		SP:Iteration 53Q (3552.650000 sec): 3 clusters
  Score: Raw -6213557.353545 + Penalty 3591.570203 = -6209965.783342
  nChanged 35
		SP:Iteration 54Q (3553.080000 sec): 3 clusters
  Score: Raw -6213577.279301 + Penalty 3591.570203 = -6209985.709099
  nChanged 39
		SP:Iteration 55Q (3553.450000 sec): 3 clusters
  Score: Raw -6213601.289792 + Penalty 3591.570203 = -6210009.719589
  nChanged 53
		SP:Iteration 56Q (3553.860000 sec): 3 clusters
  Score: Raw -6213634.278164 + Penalty 3591.570203 = -6210042.707961
  nChanged 43
		SP:Iteration 57Q (3554.280000 sec): 3 clusters
  Score: Raw -6213658.064099 + Penalty 3591.570203 = -6210066.493896
  nChanged 34
		SP:Iteration 58Q (3554.680000 sec): 3 clusters
  Score: Raw -6213684.091929 + Penalty 3591.570203 = -6210092.521726
  nChanged 53
		SP:Iteration 59Q (3555.080000 sec): 3 clusters
  Score: Raw -6213713.247252 + Penalty 3591.570203 = -6210121.677049
  nChanged 59
		SP:Iteration 60F (3555.500000 sec): 3 clusters
  Score: Raw -6213745.937731 + Penalty 3591.570203 = -6210154.367529
  nChanged 50
		SP:Iteration 61Q (3555.900000 sec): 3 clusters
  Score: Raw -6213774.264813 + Penalty 3591.570203 = -6210182.694610
  nChanged 47
		SP:Iteration 62Q (3556.280000 sec): 3 clusters
  Score: Raw -6213800.214608 + Penalty 3591.570203 = -6210208.644405
  nChanged 49
		SP:Iteration 63Q (3556.650000 sec): 3 clusters
  Score: Raw -6213828.933850 + Penalty 3591.570203 = -6210237.363647
  nChanged 64
		SP:Iteration 64Q (3557.040000 sec): 3 clusters
  Score: Raw -6213863.583358 + Penalty 3591.570203 = -6210272.013155
  nChanged 52
		SP:Iteration 65Q (3557.400000 sec): 3 clusters
  Score: Raw -6213890.963490 + Penalty 3591.570203 = -6210299.393287
  nChanged 45
		SP:Iteration 66Q (3557.790000 sec): 3 clusters
  Score: Raw -6213912.030840 + Penalty 3591.570203 = -6210320.460638
  nChanged 50
		SP:Iteration 67Q (3558.180000 sec): 3 clusters
  Score: Raw -6213941.172521 + Penalty 3591.570203 = -6210349.602318
  nChanged 53
		SP:Iteration 68Q (3558.570000 sec): 3 clusters
  Score: Raw -6213966.179120 + Penalty 3591.570203 = -6210374.608917
  nChanged 42
		SP:Iteration 69Q (3558.930000 sec): 3 clusters
  Score: Raw -6213981.593607 + Penalty 3591.570203 = -6210390.023404
  nChanged 26
		SP:Iteration 70Q (3559.250000 sec): 3 clusters
  Score: Raw -6213990.815010 + Penalty 3591.570203 = -6210399.244808
  nChanged 21
		SP:Iteration 71Q (3559.640000 sec): 3 clusters
  Score: Raw -6213998.642714 + Penalty 3591.570203 = -6210407.072511
  nChanged 15
		SP:Iteration 72Q (3560.070000 sec): 3 clusters
  Score: Raw -6214004.422959 + Penalty 3591.570203 = -6210412.852756
  nChanged 15
		SP:Iteration 73Q (3560.500000 sec): 3 clusters
  Score: Raw -6214008.989681 + Penalty 3591.570203 = -6210417.419478
  nChanged 18
		SP:Iteration 74Q (3560.970000 sec): 3 clusters
  Score: Raw -6214013.793831 + Penalty 3591.570203 = -6210422.223629
  nChanged 17
		SP:Iteration 75Q (3561.390000 sec): 3 clusters
  Score: Raw -6214018.555609 + Penalty 3591.570203 = -6210426.985406
  nChanged 14
		SP:Iteration 76Q (3561.790000 sec): 3 clusters
  Score: Raw -6214024.100078 + Penalty 3591.570203 = -6210432.529875
  nChanged 16
		SP:Iteration 77Q (3562.210000 sec): 3 clusters
  Score: Raw -6214029.582818 + Penalty 3591.570203 = -6210438.012616
  nChanged 16
		SP:Iteration 78Q (3562.610000 sec): 3 clusters
  Score: Raw -6214041.468525 + Penalty 3591.570203 = -6210449.898322
  nChanged 26
		SP:Iteration 79Q (3563.000000 sec): 3 clusters
  Score: Raw -6214058.932851 + Penalty 3591.570203 = -6210467.362648
  nChanged 31
		SP:Iteration 80F (3563.410000 sec): 3 clusters
  Score: Raw -6214082.493375 + Penalty 3591.570203 = -6210490.923172
  nChanged 29
		SP:Iteration 81Q (3563.800000 sec): 3 clusters
  Score: Raw -6214103.174744 + Penalty 3591.570203 = -6210511.604541
  nChanged 41
		SP:Iteration 82Q (3564.260000 sec): 3 clusters
  Score: Raw -6214134.769181 + Penalty 3591.570203 = -6210543.198978
  nChanged 36
		SP:Iteration 83Q (3564.740000 sec): 3 clusters
  Score: Raw -6214166.383666 + Penalty 3591.570203 = -6210574.813463
  nChanged 45
		SP:Iteration 84Q (3565.140000 sec): 3 clusters
  Score: Raw -6214194.110359 + Penalty 3591.570203 = -6210602.540156
  nChanged 50
		SP:Iteration 85Q (3565.520000 sec): 3 clusters
  Score: Raw -6214231.788882 + Penalty 3591.570203 = -6210640.218680
  nChanged 45
		SP:Iteration 86Q (3565.910000 sec): 3 clusters
  Score: Raw -6214262.693335 + Penalty 3591.570203 = -6210671.123132
  nChanged 48
		SP:Iteration 87Q (3566.270000 sec): 3 clusters
  Score: Raw -6214287.867365 + Penalty 3591.570203 = -6210696.297162
  nChanged 47
		SP:Iteration 88Q (3566.670000 sec): 3 clusters
  Score: Raw -6214307.725317 + Penalty 3591.570203 = -6210716.155114
  nChanged 41
		SP:Iteration 89Q (3567.070000 sec): 3 clusters
  Score: Raw -6214322.724333 + Penalty 3591.570203 = -6210731.154130
  nChanged 45
		SP:Iteration 90Q (3567.460000 sec): 3 clusters
  Score: Raw -6214340.288394 + Penalty 3591.570203 = -6210748.718191
  nChanged 37
		SP:Iteration 91Q (3567.870000 sec): 3 clusters
  Score: Raw -6214351.876812 + Penalty 3591.570203 = -6210760.306610
  nChanged 27
		SP:Iteration 92Q (3568.230000 sec): 3 clusters
  Score: Raw -6214359.900637 + Penalty 3591.570203 = -6210768.330434
  nChanged 22
		SP:Iteration 93Q (3568.620000 sec): 3 clusters
  Score: Raw -6214365.383645 + Penalty 3591.570203 = -6210773.813442
  nChanged 14
		SP:Iteration 94Q (3568.980000 sec): 3 clusters
  Score: Raw -6214368.512736 + Penalty 3591.570203 = -6210776.942534
  nChanged 15
		SP:Iteration 95Q (3569.340000 sec): 3 clusters
  Score: Raw -6214372.965633 + Penalty 3591.570203 = -6210781.395431
  nChanged 18
		SP:Iteration 96Q (3569.720000 sec): 3 clusters
  Score: Raw -6214378.090460 + Penalty 3591.570203 = -6210786.520258
  nChanged 20
		SP:Iteration 97Q (3570.100000 sec): 3 clusters
  Score: Raw -6214382.623368 + Penalty 3591.570203 = -6210791.053165
  nChanged 11
		SP:Iteration 98Q (3570.460000 sec): 3 clusters
  Score: Raw -6214384.760802 + Penalty 3591.570203 = -6210793.190600
  nChanged 6
		SP:Iteration 99Q (3570.810000 sec): 3 clusters
  Score: Raw -6214386.294929 + Penalty 3591.570203 = -6210794.724727
  nChanged 4
		SP:Iteration 100F (3571.220000 sec): 3 clusters
  Score: Raw -6214387.251426 + Penalty 3591.570203 = -6210795.681223
  nChanged 3
		SP:Iteration 101Q (3571.610000 sec): 3 clusters
  Score: Raw -6214387.922578 + Penalty 3591.570203 = -6210796.352376
  nChanged 3
		SP:Iteration 102Q (3571.980000 sec): 3 clusters
  Score: Raw -6214388.313547 + Penalty 3591.570203 = -6210796.743344
  nChanged 2
		SP:Iteration 103Q (3572.350000 sec): 3 clusters
  Score: Raw -6214388.566857 + Penalty 3591.570203 = -6210796.996654
  nChanged 0
		SP:Iteration 104F (3572.770000 sec): 3 clusters
  Score: Raw -6214388.566857 + Penalty 3591.570203 = -6210796.996654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (2591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3572.870000 sec): 2 clusters
  Score: Raw -244094.506886 + Penalty 1277.217367 = -242817.289519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3573.090000 sec): 3 clusters
  Score: Raw -243030.931120 + Penalty 2554.434734 = -240476.496386
  nChanged 1020
		SP:Iteration 1F (3573.260000 sec): 3 clusters
  Score: Raw -244245.650023 + Penalty 2554.434734 = -241691.215290
  nChanged 358
		SP:Iteration 2F (3573.410000 sec): 3 clusters
  Score: Raw -245120.940443 + Penalty 2554.434734 = -242566.505710
  nChanged 251
		SP:Iteration 3F (3573.590000 sec): 3 clusters
  Score: Raw -245863.582914 + Penalty 2554.434734 = -243309.148180
  nChanged 148
		SP:Iteration 4F (3573.790000 sec): 3 clusters
  Score: Raw -246137.720164 + Penalty 2554.434734 = -243583.285430
  nChanged 100
		SP:Iteration 5Q (3574.000000 sec): 3 clusters
  Score: Raw -246294.377586 + Penalty 2554.434734 = -243739.942852
  nChanged 62
		SP:Iteration 6Q (3574.170000 sec): 3 clusters
  Score: Raw -246396.709321 + Penalty 2554.434734 = -243842.274587
  nChanged 71
		SP:Iteration 7Q (3574.320000 sec): 3 clusters
  Score: Raw -246575.596006 + Penalty 2554.434734 = -244021.161272
  nChanged 84
		SP:Iteration 8Q (3574.530000 sec): 3 clusters
  Score: Raw -246820.271089 + Penalty 2554.434734 = -244265.836355
  nChanged 89
		SP:Iteration 9Q (3574.690000 sec): 3 clusters
  Score: Raw -246995.132551 + Penalty 2554.434734 = -244440.697817
  nChanged 84
		SP:Iteration 10Q (3574.890000 sec): 3 clusters
  Score: Raw -247183.297103 + Penalty 2554.434734 = -244628.862369
  nChanged 71
		SP:Iteration 11Q (3575.070000 sec): 3 clusters
  Score: Raw -247384.018433 + Penalty 2554.434734 = -244829.583699
  nChanged 71
		SP:Iteration 12Q (3575.230000 sec): 3 clusters
  Score: Raw -247746.570026 + Penalty 2554.434734 = -245192.135293
  nChanged 77
		SP:Iteration 13Q (3575.410000 sec): 3 clusters
  Score: Raw -248712.679049 + Penalty 2554.434734 = -246158.244316
  nChanged 86
		SP:Iteration 14Q (3575.590000 sec): 3 clusters
  Score: Raw -249620.191794 + Penalty 2554.434734 = -247065.757060
  nChanged 110
		SP:Iteration 15Q (3575.760000 sec): 3 clusters
  Score: Raw -249950.784857 + Penalty 2554.434734 = -247396.350123
  nChanged 55
		SP:Iteration 16Q (3575.970000 sec): 3 clusters
  Score: Raw -250180.717676 + Penalty 2554.434734 = -247626.282942
  nChanged 41
		SP:Iteration 17Q (3576.170000 sec): 3 clusters
  Score: Raw -250304.011715 + Penalty 2554.434734 = -247749.576981
  nChanged 17
		SP:Iteration 18Q (3576.340000 sec): 3 clusters
  Score: Raw -250491.783558 + Penalty 2554.434734 = -247937.348824
  nChanged 32
		SP:Iteration 19Q (3576.500000 sec): 3 clusters
  Score: Raw -250616.246998 + Penalty 2554.434734 = -248061.812264
  nChanged 7
		SP:Iteration 20F (3576.690000 sec): 3 clusters
  Score: Raw -251031.226516 + Penalty 2554.434734 = -248476.791783
  nChanged 62
		SP:Iteration 21Q (3576.880000 sec): 3 clusters
  Score: Raw -253579.010198 + Penalty 2554.434734 = -251024.575464
  nChanged 0
		SP:Iteration 22F (3577.060000 sec): 3 clusters
  Score: Raw -253579.010198 + Penalty 2554.434734 = -251024.575464
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (16397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3577.200000 sec): 2 clusters
  Score: Raw -1722906.280015 + Penalty 1577.038721 = -1721329.241293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3577.430000 sec): 3 clusters
  Score: Raw -1713130.885154 + Penalty 3154.077443 = -1709976.807711
  nChanged 7311
		SP:Iteration 1F (3577.680000 sec): 3 clusters
  Score: Raw -1717469.515829 + Penalty 3154.077443 = -1714315.438386
  nChanged 1269
		SP:Iteration 2F (3577.920000 sec): 3 clusters
  Score: Raw -1718368.070854 + Penalty 3154.077443 = -1715213.993411
  nChanged 1390
		SP:Iteration 3F (3578.150000 sec): 3 clusters
  Score: Raw -1719554.063033 + Penalty 3154.077443 = -1716399.985590
  nChanged 1434
		SP:Iteration 4F (3578.420000 sec): 3 clusters
  Score: Raw -1720848.398749 + Penalty 3154.077443 = -1717694.321306
  nChanged 1310
		SP:Iteration 5F (3578.640000 sec): 3 clusters
  Score: Raw -1721932.722619 + Penalty 3154.077443 = -1718778.645176
  nChanged 1025
		SP:Iteration 6F (3578.880000 sec): 3 clusters
  Score: Raw -1722637.800657 + Penalty 3154.077443 = -1719483.723214
  nChanged 689
		SP:Iteration 7Q (3579.150000 sec): 3 clusters
  Score: Raw -1723026.751102 + Penalty 3154.077443 = -1719872.673659
  nChanged 529
		SP:Iteration 8Q (3579.430000 sec): 3 clusters
  Score: Raw -1723278.672381 + Penalty 3154.077443 = -1720124.594938
  nChanged 417
		SP:Iteration 9Q (3579.640000 sec): 3 clusters
  Score: Raw -1723458.808432 + Penalty 3154.077443 = -1720304.730989
  nChanged 374
		SP:Iteration 10Q (3579.910000 sec): 3 clusters
  Score: Raw -1723601.371282 + Penalty 3154.077443 = -1720447.293839
  nChanged 359
		SP:Iteration 11Q (3580.180000 sec): 3 clusters
  Score: Raw -1723740.706993 + Penalty 3154.077443 = -1720586.629550
  nChanged 339
		SP:Iteration 12Q (3580.400000 sec): 3 clusters
  Score: Raw -1723869.663674 + Penalty 3154.077443 = -1720715.586231
  nChanged 323
		SP:Iteration 13Q (3580.690000 sec): 3 clusters
  Score: Raw -1723969.695397 + Penalty 3154.077443 = -1720815.617954
  nChanged 267
		SP:Iteration 14Q (3580.930000 sec): 3 clusters
  Score: Raw -1724049.783086 + Penalty 3154.077443 = -1720895.705643
  nChanged 258
		SP:Iteration 15Q (3581.160000 sec): 3 clusters
  Score: Raw -1724115.583500 + Penalty 3154.077443 = -1720961.506057
  nChanged 218
		SP:Iteration 16Q (3581.420000 sec): 3 clusters
  Score: Raw -1724162.587462 + Penalty 3154.077443 = -1721008.510019
  nChanged 162
		SP:Iteration 17Q (3581.710000 sec): 3 clusters
  Score: Raw -1724191.520371 + Penalty 3154.077443 = -1721037.442928
  nChanged 135
		SP:Iteration 18Q (3581.910000 sec): 3 clusters
  Score: Raw -1724211.727811 + Penalty 3154.077443 = -1721057.650368
  nChanged 119
		SP:Iteration 19Q (3582.170000 sec): 3 clusters
  Score: Raw -1724228.811427 + Penalty 3154.077443 = -1721074.733985
  nChanged 85
		SP:Iteration 20F (3582.430000 sec): 3 clusters
  Score: Raw -1724239.067997 + Penalty 3154.077443 = -1721084.990554
  nChanged 76
		SP:Iteration 21Q (3582.670000 sec): 3 clusters
  Score: Raw -1724247.869926 + Penalty 3154.077443 = -1721093.792484
  nChanged 64
		SP:Iteration 22Q (3582.910000 sec): 3 clusters
  Score: Raw -1724255.406493 + Penalty 3154.077443 = -1721101.329051
  nChanged 63
		SP:Iteration 23Q (3583.110000 sec): 3 clusters
  Score: Raw -1724263.882164 + Penalty 3154.077443 = -1721109.804721
  nChanged 60
		SP:Iteration 24Q (3583.330000 sec): 3 clusters
  Score: Raw -1724271.751852 + Penalty 3154.077443 = -1721117.674409
  nChanged 74
		SP:Iteration 25Q (3583.580000 sec): 3 clusters
  Score: Raw -1724280.175935 + Penalty 3154.077443 = -1721126.098492
  nChanged 61
		SP:Iteration 26Q (3583.850000 sec): 3 clusters
  Score: Raw -1724286.122027 + Penalty 3154.077443 = -1721132.044584
  nChanged 53
		SP:Iteration 27Q (3584.110000 sec): 3 clusters
  Score: Raw -1724291.628012 + Penalty 3154.077443 = -1721137.550569
  nChanged 55
		SP:Iteration 28Q (3584.310000 sec): 3 clusters
  Score: Raw -1724297.454699 + Penalty 3154.077443 = -1721143.377256
  nChanged 45
		SP:Iteration 29Q (3584.550000 sec): 3 clusters
  Score: Raw -1724301.624495 + Penalty 3154.077443 = -1721147.547053
  nChanged 34
		SP:Iteration 30Q (3584.810000 sec): 3 clusters
  Score: Raw -1724305.045785 + Penalty 3154.077443 = -1721150.968342
  nChanged 34
		SP:Iteration 31Q (3584.990000 sec): 3 clusters
  Score: Raw -1724308.563447 + Penalty 3154.077443 = -1721154.486004
  nChanged 32
		SP:Iteration 32Q (3585.240000 sec): 3 clusters
  Score: Raw -1724311.190289 + Penalty 3154.077443 = -1721157.112846
  nChanged 28
		SP:Iteration 33Q (3585.500000 sec): 3 clusters
  Score: Raw -1724313.833934 + Penalty 3154.077443 = -1721159.756491
  nChanged 28
		SP:Iteration 34Q (3585.740000 sec): 3 clusters
  Score: Raw -1724316.309042 + Penalty 3154.077443 = -1721162.231599
  nChanged 25
		SP:Iteration 35Q (3586.020000 sec): 3 clusters
  Score: Raw -1724318.265501 + Penalty 3154.077443 = -1721164.188058
  nChanged 16
		SP:Iteration 36Q (3586.250000 sec): 3 clusters
  Score: Raw -1724319.512306 + Penalty 3154.077443 = -1721165.434863
  nChanged 13
		SP:Iteration 37Q (3586.540000 sec): 3 clusters
  Score: Raw -1724320.669037 + Penalty 3154.077443 = -1721166.591594
  nChanged 8
		SP:Iteration 38Q (3586.770000 sec): 3 clusters
  Score: Raw -1724321.329922 + Penalty 3154.077443 = -1721167.252479
  nChanged 14
		SP:Iteration 39Q (3586.970000 sec): 3 clusters
  Score: Raw -1724322.300016 + Penalty 3154.077443 = -1721168.222573
  nChanged 10
		SP:Iteration 40F (3587.190000 sec): 3 clusters
  Score: Raw -1724323.265650 + Penalty 3154.077443 = -1721169.188207
  nChanged 16
		SP:Iteration 41Q (3587.460000 sec): 3 clusters
  Score: Raw -1724324.238245 + Penalty 3154.077443 = -1721170.160803
  nChanged 2
		SP:Iteration 42Q (3587.670000 sec): 3 clusters
  Score: Raw -1724324.326826 + Penalty 3154.077443 = -1721170.249383
  nChanged 0
		SP:Iteration 43F (3587.890000 sec): 3 clusters
  Score: Raw -1724324.326826 + Penalty 3154.077443 = -1721170.249383
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (29912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3588.110000 sec): 2 clusters
  Score: Raw -3064046.455073 + Penalty 1674.727440 = -3062371.727633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3588.400000 sec): 3 clusters
  Score: Raw -3045628.196468 + Penalty 3349.454880 = -3042278.741588
  nChanged 13818
		SP:Iteration 1F (3588.690000 sec): 3 clusters
  Score: Raw -3053679.168288 + Penalty 3349.454880 = -3050329.713407
  nChanged 1689
		SP:Iteration 2F (3588.980000 sec): 3 clusters
  Score: Raw -3054520.521468 + Penalty 3349.454880 = -3051171.066588
  nChanged 1919
		SP:Iteration 3F (3589.260000 sec): 3 clusters
  Score: Raw -3055720.212836 + Penalty 3349.454880 = -3052370.757956
  nChanged 2210
		SP:Iteration 4F (3589.560000 sec): 3 clusters
  Score: Raw -3057432.197678 + Penalty 3349.454880 = -3054082.742798
  nChanged 2406
		SP:Iteration 5F (3589.830000 sec): 3 clusters
  Score: Raw -3059402.664847 + Penalty 3349.454880 = -3056053.209967
  nChanged 2230
		SP:Iteration 6F (3590.090000 sec): 3 clusters
  Score: Raw -3061166.648657 + Penalty 3349.454880 = -3057817.193777
  nChanged 1807
		SP:Iteration 7F (3590.380000 sec): 3 clusters
  Score: Raw -3062488.692510 + Penalty 3349.454880 = -3059139.237629
  nChanged 1307
		SP:Iteration 8Q (3590.700000 sec): 3 clusters
  Score: Raw -3063459.938884 + Penalty 3349.454880 = -3060110.484004
  nChanged 900
		SP:Iteration 9Q (3590.970000 sec): 3 clusters
  Score: Raw -3064140.201637 + Penalty 3349.454880 = -3060790.746756
  nChanged 710
		SP:Iteration 10Q (3591.310000 sec): 3 clusters
  Score: Raw -3064532.005485 + Penalty 3349.454880 = -3061182.550604
  nChanged 525
		SP:Iteration 11Q (3591.670000 sec): 3 clusters
  Score: Raw -3064765.058667 + Penalty 3349.454880 = -3061415.603787
  nChanged 387
		SP:Iteration 12Q (3592.000000 sec): 3 clusters
  Score: Raw -3064922.948613 + Penalty 3349.454880 = -3061573.493733
  nChanged 323
		SP:Iteration 13Q (3592.320000 sec): 3 clusters
  Score: Raw -3065049.461751 + Penalty 3349.454880 = -3061700.006871
  nChanged 270
		SP:Iteration 14Q (3592.660000 sec): 3 clusters
  Score: Raw -3065145.083799 + Penalty 3349.454880 = -3061795.628919
  nChanged 244
		SP:Iteration 15Q (3593.010000 sec): 3 clusters
  Score: Raw -3065231.895763 + Penalty 3349.454880 = -3061882.440882
  nChanged 232
		SP:Iteration 16Q (3593.300000 sec): 3 clusters
  Score: Raw -3065316.858097 + Penalty 3349.454880 = -3061967.403217
  nChanged 227
		SP:Iteration 17Q (3593.670000 sec): 3 clusters
  Score: Raw -3065400.172769 + Penalty 3349.454880 = -3062050.717889
  nChanged 218
		SP:Iteration 18Q (3594.000000 sec): 3 clusters
  Score: Raw -3065497.267273 + Penalty 3349.454880 = -3062147.812392
  nChanged 201
		SP:Iteration 19Q (3594.350000 sec): 3 clusters
  Score: Raw -3065584.419827 + Penalty 3349.454880 = -3062234.964947
  nChanged 187
		SP:Iteration 20F (3594.660000 sec): 3 clusters
  Score: Raw -3065685.987548 + Penalty 3349.454880 = -3062336.532668
  nChanged 190
		SP:Iteration 21Q (3594.990000 sec): 3 clusters
  Score: Raw -3065815.486041 + Penalty 3349.454880 = -3062466.031160
  nChanged 175
		SP:Iteration 22Q (3595.290000 sec): 3 clusters
  Score: Raw -3065931.836622 + Penalty 3349.454880 = -3062582.381741
  nChanged 169
		SP:Iteration 23Q (3595.610000 sec): 3 clusters
  Score: Raw -3066035.792707 + Penalty 3349.454880 = -3062686.337826
  nChanged 178
		SP:Iteration 24Q (3595.870000 sec): 3 clusters
  Score: Raw -3066117.830460 + Penalty 3349.454880 = -3062768.375579
  nChanged 130
		SP:Iteration 25Q (3596.170000 sec): 3 clusters
  Score: Raw -3066168.350908 + Penalty 3349.454880 = -3062818.896027
  nChanged 104
		SP:Iteration 26Q (3596.490000 sec): 3 clusters
  Score: Raw -3066194.074668 + Penalty 3349.454880 = -3062844.619787
  nChanged 78
		SP:Iteration 27Q (3596.790000 sec): 3 clusters
  Score: Raw -3066212.346426 + Penalty 3349.454880 = -3062862.891546
  nChanged 56
		SP:Iteration 28Q (3597.090000 sec): 3 clusters
  Score: Raw -3066223.591178 + Penalty 3349.454880 = -3062874.136297
  nChanged 50
		SP:Iteration 29Q (3597.400000 sec): 3 clusters
  Score: Raw -3066232.903015 + Penalty 3349.454880 = -3062883.448135
  nChanged 34
		SP:Iteration 30Q (3597.700000 sec): 3 clusters
  Score: Raw -3066237.857881 + Penalty 3349.454880 = -3062888.403000
  nChanged 30
		SP:Iteration 31Q (3597.980000 sec): 3 clusters
  Score: Raw -3066242.264846 + Penalty 3349.454880 = -3062892.809966
  nChanged 27
		SP:Iteration 32Q (3598.270000 sec): 3 clusters
  Score: Raw -3066245.152486 + Penalty 3349.454880 = -3062895.697605
  nChanged 17
		SP:Iteration 33Q (3598.590000 sec): 3 clusters
  Score: Raw -3066246.761391 + Penalty 3349.454880 = -3062897.306511
  nChanged 13
		SP:Iteration 34Q (3598.860000 sec): 3 clusters
  Score: Raw -3066247.747042 + Penalty 3349.454880 = -3062898.292162
  nChanged 7
		SP:Iteration 35Q (3599.190000 sec): 3 clusters
  Score: Raw -3066248.335467 + Penalty 3349.454880 = -3062898.880587
  nChanged 5
		SP:Iteration 36Q (3599.460000 sec): 3 clusters
  Score: Raw -3066248.798595 + Penalty 3349.454880 = -3062899.343715
  nChanged 2
		SP:Iteration 37Q (3599.780000 sec): 3 clusters
  Score: Raw -3066248.956211 + Penalty 3349.454880 = -3062899.501331
  nChanged 2
		SP:Iteration 38Q (3600.090000 sec): 3 clusters
  Score: Raw -3066249.142935 + Penalty 3349.454880 = -3062899.688054
  nChanged 4
		SP:Iteration 39Q (3600.380000 sec): 3 clusters
  Score: Raw -3066249.517647 + Penalty 3349.454880 = -3062900.062767
  nChanged 6
		SP:Iteration 40F (3600.720000 sec): 3 clusters
  Score: Raw -3066250.226226 + Penalty 3349.454880 = -3062900.771345
  nChanged 7
		SP:Iteration 41Q (3601.030000 sec): 3 clusters
  Score: Raw -3066251.089114 + Penalty 3349.454880 = -3062901.634233
  nChanged 9
		SP:Iteration 42Q (3601.300000 sec): 3 clusters
  Score: Raw -3066251.830738 + Penalty 3349.454880 = -3062902.375857
  nChanged 5
		SP:Iteration 43Q (3601.640000 sec): 3 clusters
  Score: Raw -3066252.227829 + Penalty 3349.454880 = -3062902.772949
  nChanged 6
		SP:Iteration 44Q (3601.950000 sec): 3 clusters
  Score: Raw -3066252.520017 + Penalty 3349.454880 = -3062903.065137
  nChanged 2
		SP:Iteration 45Q (3602.290000 sec): 3 clusters
  Score: Raw -3066252.855801 + Penalty 3349.454880 = -3062903.400920
  nChanged 3
		SP:Iteration 46Q (3602.580000 sec): 3 clusters
  Score: Raw -3066253.174976 + Penalty 3349.454880 = -3062903.720095
  nChanged 6
		SP:Iteration 47Q (3602.900000 sec): 3 clusters
  Score: Raw -3066253.819148 + Penalty 3349.454880 = -3062904.364267
  nChanged 3
		SP:Iteration 48Q (3603.200000 sec): 3 clusters
  Score: Raw -3066254.014119 + Penalty 3349.454880 = -3062904.559238
  nChanged 1
		SP:Iteration 49Q (3603.480000 sec): 3 clusters
  Score: Raw -3066254.327451 + Penalty 3349.454880 = -3062904.872570
  nChanged 2
		SP:Iteration 50Q (3603.790000 sec): 3 clusters
  Score: Raw -3066254.723376 + Penalty 3349.454880 = -3062905.268496
  nChanged 3
		SP:Iteration 51Q (3604.080000 sec): 3 clusters
  Score: Raw -3066254.946133 + Penalty 3349.454880 = -3062905.491252
  nChanged 3
		SP:Iteration 52Q (3604.410000 sec): 3 clusters
  Score: Raw -3066255.148840 + Penalty 3349.454880 = -3062905.693960
  nChanged 1
		SP:Iteration 53Q (3604.730000 sec): 3 clusters
  Score: Raw -3066255.226503 + Penalty 3349.454880 = -3062905.771622
  nChanged 0
		SP:Iteration 54F (3605.040000 sec): 3 clusters
  Score: Raw -3066255.226503 + Penalty 3349.454880 = -3062905.771622
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (5117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3605.140000 sec): 2 clusters
  Score: Raw -499678.771303 + Penalty 1387.802586 = -498290.968717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3605.360000 sec): 3 clusters
  Score: Raw -497038.192193 + Penalty 2775.605173 = -494262.587020
  nChanged 2092
		SP:Iteration 1F (3605.550000 sec): 3 clusters
  Score: Raw -498220.060540 + Penalty 2775.605173 = -495444.455367
  nChanged 397
		SP:Iteration 2F (3605.780000 sec): 3 clusters
  Score: Raw -498487.127749 + Penalty 2775.605173 = -495711.522576
  nChanged 325
		SP:Iteration 3F (3606.000000 sec): 3 clusters
  Score: Raw -498681.982530 + Penalty 2775.605173 = -495906.377357
  nChanged 269
		SP:Iteration 4F (3606.220000 sec): 3 clusters
  Score: Raw -498820.294198 + Penalty 2775.605173 = -496044.689025
  nChanged 205
		SP:Iteration 5Q (3606.430000 sec): 3 clusters
  Score: Raw -498940.183516 + Penalty 2775.605173 = -496164.578344
  nChanged 216
		SP:Iteration 6Q (3606.610000 sec): 3 clusters
  Score: Raw -499076.288546 + Penalty 2775.605173 = -496300.683373
  nChanged 212
		SP:Iteration 7Q (3606.880000 sec): 3 clusters
  Score: Raw -499212.706432 + Penalty 2775.605173 = -496437.101259
  nChanged 213
		SP:Iteration 8Q (3607.080000 sec): 3 clusters
  Score: Raw -499336.509297 + Penalty 2775.605173 = -496560.904125
  nChanged 188
		SP:Iteration 9Q (3607.340000 sec): 3 clusters
  Score: Raw -499439.682390 + Penalty 2775.605173 = -496664.077217
  nChanged 173
		SP:Iteration 10Q (3607.580000 sec): 3 clusters
  Score: Raw -499546.411108 + Penalty 2775.605173 = -496770.805935
  nChanged 142
		SP:Iteration 11Q (3607.790000 sec): 3 clusters
  Score: Raw -499623.609407 + Penalty 2775.605173 = -496848.004234
  nChanged 140
		SP:Iteration 12Q (3608.000000 sec): 3 clusters
  Score: Raw -499709.587258 + Penalty 2775.605173 = -496933.982085
  nChanged 147
		SP:Iteration 13Q (3608.190000 sec): 3 clusters
  Score: Raw -499797.034066 + Penalty 2775.605173 = -497021.428893
  nChanged 136
		SP:Iteration 14Q (3608.440000 sec): 3 clusters
  Score: Raw -499868.667756 + Penalty 2775.605173 = -497093.062583
  nChanged 118
		SP:Iteration 15Q (3608.690000 sec): 3 clusters
  Score: Raw -499940.735373 + Penalty 2775.605173 = -497165.130201
  nChanged 107
		SP:Iteration 16Q (3608.870000 sec): 3 clusters
  Score: Raw -500002.983356 + Penalty 2775.605173 = -497227.378183
  nChanged 98
		SP:Iteration 17Q (3609.120000 sec): 3 clusters
  Score: Raw -500062.993589 + Penalty 2775.605173 = -497287.388416
  nChanged 65
		SP:Iteration 18Q (3609.340000 sec): 3 clusters
  Score: Raw -500093.953269 + Penalty 2775.605173 = -497318.348096
  nChanged 54
		SP:Iteration 19Q (3609.620000 sec): 3 clusters
  Score: Raw -500123.096967 + Penalty 2775.605173 = -497347.491794
  nChanged 48
		SP:Iteration 20F (3609.830000 sec): 3 clusters
  Score: Raw -500149.916458 + Penalty 2775.605173 = -497374.311285
  nChanged 37
		SP:Iteration 21Q (3610.030000 sec): 3 clusters
  Score: Raw -500175.561830 + Penalty 2775.605173 = -497399.956657
  nChanged 31
		SP:Iteration 22Q (3610.280000 sec): 3 clusters
  Score: Raw -500199.508662 + Penalty 2775.605173 = -497423.903489
  nChanged 30
		SP:Iteration 23Q (3610.470000 sec): 3 clusters
  Score: Raw -500223.451177 + Penalty 2775.605173 = -497447.846004
  nChanged 25
		SP:Iteration 24Q (3610.690000 sec): 3 clusters
  Score: Raw -500239.784957 + Penalty 2775.605173 = -497464.179784
  nChanged 21
		SP:Iteration 25Q (3610.880000 sec): 3 clusters
  Score: Raw -500252.687233 + Penalty 2775.605173 = -497477.082060
  nChanged 15
		SP:Iteration 26Q (3611.100000 sec): 3 clusters
  Score: Raw -500261.740645 + Penalty 2775.605173 = -497486.135472
  nChanged 15
		SP:Iteration 27Q (3611.290000 sec): 3 clusters
  Score: Raw -500268.872310 + Penalty 2775.605173 = -497493.267137
  nChanged 9
		SP:Iteration 28Q (3611.500000 sec): 3 clusters
  Score: Raw -500280.138115 + Penalty 2775.605173 = -497504.532942
  nChanged 8
		SP:Iteration 29Q (3611.690000 sec): 3 clusters
  Score: Raw -500285.507003 + Penalty 2775.605173 = -497509.901830
  nChanged 9
		SP:Iteration 30Q (3611.960000 sec): 3 clusters
  Score: Raw -500289.836121 + Penalty 2775.605173 = -497514.230948
  nChanged 6
		SP:Iteration 31Q (3612.180000 sec): 3 clusters
  Score: Raw -500293.356191 + Penalty 2775.605173 = -497517.751018
  nChanged 9
		SP:Iteration 32Q (3612.400000 sec): 3 clusters
  Score: Raw -500298.843378 + Penalty 2775.605173 = -497523.238205
  nChanged 8
		SP:Iteration 33Q (3612.620000 sec): 3 clusters
  Score: Raw -500305.325011 + Penalty 2775.605173 = -497529.719838
  nChanged 7
		SP:Iteration 34Q (3612.830000 sec): 3 clusters
  Score: Raw -500311.817888 + Penalty 2775.605173 = -497536.212715
  nChanged 8
		SP:Iteration 35Q (3613.050000 sec): 3 clusters
  Score: Raw -500315.849719 + Penalty 2775.605173 = -497540.244546
  nChanged 8
		SP:Iteration 36Q (3613.260000 sec): 3 clusters
  Score: Raw -500319.257237 + Penalty 2775.605173 = -497543.652064
  nChanged 6
		SP:Iteration 37Q (3613.500000 sec): 3 clusters
  Score: Raw -500322.465423 + Penalty 2775.605173 = -497546.860251
  nChanged 4
		SP:Iteration 38Q (3613.730000 sec): 3 clusters
  Score: Raw -500324.542515 + Penalty 2775.605173 = -497548.937342
  nChanged 1
		SP:Iteration 39Q (3613.900000 sec): 3 clusters
  Score: Raw -500325.073696 + Penalty 2775.605173 = -497549.468523
  nChanged 1
		SP:Iteration 40F (3614.140000 sec): 3 clusters
  Score: Raw -500325.275197 + Penalty 2775.605173 = -497549.670024
  nChanged 1
		SP:Iteration 41Q (3614.350000 sec): 3 clusters
  Score: Raw -500325.570563 + Penalty 2775.605173 = -497549.965390
  nChanged 0
		SP:Iteration 42F (3614.550000 sec): 3 clusters
  Score: Raw -500325.570563 + Penalty 2775.605173 = -497549.965390
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (11555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3614.720000 sec): 2 clusters
  Score: Raw -1239955.200218 + Penalty 1520.166947 = -1238435.033271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3614.970000 sec): 3 clusters
  Score: Raw -1233281.267583 + Penalty 3040.333895 = -1230240.933688
  nChanged 5050
		SP:Iteration 1F (3615.200000 sec): 3 clusters
  Score: Raw -1236056.340950 + Penalty 3040.333895 = -1233016.007055
  nChanged 677
		SP:Iteration 2F (3615.410000 sec): 3 clusters
  Score: Raw -1236348.701799 + Penalty 3040.333895 = -1233308.367905
  nChanged 608
		SP:Iteration 3F (3615.630000 sec): 3 clusters
  Score: Raw -1236631.078521 + Penalty 3040.333895 = -1233590.744626
  nChanged 571
		SP:Iteration 4Q (3615.890000 sec): 3 clusters
  Score: Raw -1236931.729156 + Penalty 3040.333895 = -1233891.395261
  nChanged 569
		SP:Iteration 5Q (3616.160000 sec): 3 clusters
  Score: Raw -1237285.369625 + Penalty 3040.333895 = -1234245.035731
  nChanged 621
		SP:Iteration 6F (3616.400000 sec): 3 clusters
  Score: Raw -1237687.805123 + Penalty 3040.333895 = -1234647.471228
  nChanged 610
		SP:Iteration 7F (3616.620000 sec): 3 clusters
  Score: Raw -1238122.355020 + Penalty 3040.333895 = -1235082.021125
  nChanged 623
		SP:Iteration 8F (3616.890000 sec): 3 clusters
  Score: Raw -1238574.566852 + Penalty 3040.333895 = -1235534.232957
  nChanged 540
		SP:Iteration 9Q (3617.200000 sec): 3 clusters
  Score: Raw -1238938.302626 + Penalty 3040.333895 = -1235897.968731
  nChanged 467
		SP:Iteration 10Q (3617.410000 sec): 3 clusters
  Score: Raw -1239219.600608 + Penalty 3040.333895 = -1236179.266713
  nChanged 366
		SP:Iteration 11Q (3617.680000 sec): 3 clusters
  Score: Raw -1239400.488528 + Penalty 3040.333895 = -1236360.154633
  nChanged 300
		SP:Iteration 12Q (3617.930000 sec): 3 clusters
  Score: Raw -1239538.016718 + Penalty 3040.333895 = -1236497.682824
  nChanged 272
		SP:Iteration 13Q (3618.170000 sec): 3 clusters
  Score: Raw -1239658.403302 + Penalty 3040.333895 = -1236618.069407
  nChanged 249
		SP:Iteration 14Q (3618.410000 sec): 3 clusters
  Score: Raw -1239766.419516 + Penalty 3040.333895 = -1236726.085622
  nChanged 234
		SP:Iteration 15Q (3618.690000 sec): 3 clusters
  Score: Raw -1239889.186269 + Penalty 3040.333895 = -1236848.852374
  nChanged 263
		SP:Iteration 16Q (3618.960000 sec): 3 clusters
  Score: Raw -1240033.999079 + Penalty 3040.333895 = -1236993.665184
  nChanged 275
		SP:Iteration 17Q (3619.170000 sec): 3 clusters
  Score: Raw -1240220.531660 + Penalty 3040.333895 = -1237180.197765
  nChanged 332
		SP:Iteration 18Q (3619.410000 sec): 3 clusters
  Score: Raw -1240476.983150 + Penalty 3040.333895 = -1237436.649256
  nChanged 321
		SP:Iteration 19Q (3619.660000 sec): 3 clusters
  Score: Raw -1240710.203871 + Penalty 3040.333895 = -1237669.869977
  nChanged 309
		SP:Iteration 20F (3619.890000 sec): 3 clusters
  Score: Raw -1240977.688621 + Penalty 3040.333895 = -1237937.354726
  nChanged 309
		SP:Iteration 21Q (3620.140000 sec): 3 clusters
  Score: Raw -1241237.046095 + Penalty 3040.333895 = -1238196.712201
  nChanged 280
		SP:Iteration 22Q (3620.370000 sec): 3 clusters
  Score: Raw -1241435.386611 + Penalty 3040.333895 = -1238395.052716
  nChanged 222
		SP:Iteration 23Q (3620.630000 sec): 3 clusters
  Score: Raw -1241578.167396 + Penalty 3040.333895 = -1238537.833501
  nChanged 184
		SP:Iteration 24Q (3620.860000 sec): 3 clusters
  Score: Raw -1241679.281489 + Penalty 3040.333895 = -1238638.947594
  nChanged 133
		SP:Iteration 25Q (3621.140000 sec): 3 clusters
  Score: Raw -1241741.673652 + Penalty 3040.333895 = -1238701.339757
  nChanged 118
		SP:Iteration 26Q (3621.390000 sec): 3 clusters
  Score: Raw -1241792.965612 + Penalty 3040.333895 = -1238752.631717
  nChanged 107
		SP:Iteration 27Q (3621.590000 sec): 3 clusters
  Score: Raw -1241831.442795 + Penalty 3040.333895 = -1238791.108901
  nChanged 77
		SP:Iteration 28Q (3621.800000 sec): 3 clusters
  Score: Raw -1241855.137469 + Penalty 3040.333895 = -1238814.803575
  nChanged 66
		SP:Iteration 29Q (3622.020000 sec): 3 clusters
  Score: Raw -1241872.966252 + Penalty 3040.333895 = -1238832.632357
  nChanged 63
		SP:Iteration 30Q (3622.240000 sec): 3 clusters
  Score: Raw -1241890.117543 + Penalty 3040.333895 = -1238849.783648
  nChanged 55
		SP:Iteration 31Q (3622.490000 sec): 3 clusters
  Score: Raw -1241903.849319 + Penalty 3040.333895 = -1238863.515424
  nChanged 48
		SP:Iteration 32Q (3622.680000 sec): 3 clusters
  Score: Raw -1241917.729270 + Penalty 3040.333895 = -1238877.395376
  nChanged 46
		SP:Iteration 33Q (3622.890000 sec): 3 clusters
  Score: Raw -1241928.195990 + Penalty 3040.333895 = -1238887.862095
  nChanged 29
		SP:Iteration 34Q (3623.170000 sec): 3 clusters
  Score: Raw -1241934.677239 + Penalty 3040.333895 = -1238894.343344
  nChanged 31
		SP:Iteration 35Q (3623.370000 sec): 3 clusters
  Score: Raw -1241940.909237 + Penalty 3040.333895 = -1238900.575342
  nChanged 28
		SP:Iteration 36Q (3623.610000 sec): 3 clusters
  Score: Raw -1241946.095214 + Penalty 3040.333895 = -1238905.761319
  nChanged 24
		SP:Iteration 37Q (3623.840000 sec): 3 clusters
  Score: Raw -1241951.787647 + Penalty 3040.333895 = -1238911.453752
  nChanged 33
		SP:Iteration 38Q (3624.100000 sec): 3 clusters
  Score: Raw -1241958.139547 + Penalty 3040.333895 = -1238917.805652
  nChanged 17
		SP:Iteration 39Q (3624.310000 sec): 3 clusters
  Score: Raw -1241961.005946 + Penalty 3040.333895 = -1238920.672051
  nChanged 17
		SP:Iteration 40F (3624.560000 sec): 3 clusters
  Score: Raw -1241964.708013 + Penalty 3040.333895 = -1238924.374118
  nChanged 23
		SP:Iteration 41Q (3624.840000 sec): 3 clusters
  Score: Raw -1241971.125945 + Penalty 3040.333895 = -1238930.792050
  nChanged 27
		SP:Iteration 42Q (3625.000000 sec): 3 clusters
  Score: Raw -1241977.622377 + Penalty 3040.333895 = -1238937.288482
  nChanged 29
		SP:Iteration 43Q (3625.240000 sec): 3 clusters
  Score: Raw -1241985.949562 + Penalty 3040.333895 = -1238945.615667
  nChanged 34
		SP:Iteration 44Q (3625.460000 sec): 3 clusters
  Score: Raw -1241996.325036 + Penalty 3040.333895 = -1238955.991141
  nChanged 30
		SP:Iteration 45Q (3625.700000 sec): 3 clusters
  Score: Raw -1242002.484547 + Penalty 3040.333895 = -1238962.150652
  nChanged 26
		SP:Iteration 46Q (3625.910000 sec): 3 clusters
  Score: Raw -1242007.457946 + Penalty 3040.333895 = -1238967.124051
  nChanged 24
		SP:Iteration 47Q (3626.200000 sec): 3 clusters
  Score: Raw -1242013.498184 + Penalty 3040.333895 = -1238973.164289
  nChanged 31
		SP:Iteration 48Q (3626.440000 sec): 3 clusters
  Score: Raw -1242019.468131 + Penalty 3040.333895 = -1238979.134237
  nChanged 26
		SP:Iteration 49Q (3626.630000 sec): 3 clusters
  Score: Raw -1242024.086936 + Penalty 3040.333895 = -1238983.753042
  nChanged 26
		SP:Iteration 50Q (3626.830000 sec): 3 clusters
  Score: Raw -1242029.870598 + Penalty 3040.333895 = -1238989.536703
  nChanged 30
		SP:Iteration 51Q (3627.070000 sec): 3 clusters
  Score: Raw -1242037.022952 + Penalty 3040.333895 = -1238996.689057
  nChanged 38
		SP:Iteration 52Q (3627.280000 sec): 3 clusters
  Score: Raw -1242048.030178 + Penalty 3040.333895 = -1239007.696283
  nChanged 42
		SP:Iteration 53Q (3627.500000 sec): 3 clusters
  Score: Raw -1242059.906673 + Penalty 3040.333895 = -1239019.572778
  nChanged 46
		SP:Iteration 54Q (3627.720000 sec): 3 clusters
  Score: Raw -1242073.142461 + Penalty 3040.333895 = -1239032.808566
  nChanged 40
		SP:Iteration 55Q (3627.930000 sec): 3 clusters
  Score: Raw -1242082.643571 + Penalty 3040.333895 = -1239042.309677
  nChanged 37
		SP:Iteration 56Q (3628.180000 sec): 3 clusters
  Score: Raw -1242091.815419 + Penalty 3040.333895 = -1239051.481524
  nChanged 30
		SP:Iteration 57Q (3628.440000 sec): 3 clusters
  Score: Raw -1242098.310164 + Penalty 3040.333895 = -1239057.976269
  nChanged 30
		SP:Iteration 58Q (3628.670000 sec): 3 clusters
  Score: Raw -1242104.127828 + Penalty 3040.333895 = -1239063.793933
  nChanged 23
		SP:Iteration 59Q (3628.960000 sec): 3 clusters
  Score: Raw -1242108.058981 + Penalty 3040.333895 = -1239067.725086
  nChanged 24
		SP:Iteration 60F (3629.190000 sec): 3 clusters
  Score: Raw -1242112.936758 + Penalty 3040.333895 = -1239072.602864
  nChanged 31
		SP:Iteration 61Q (3629.390000 sec): 3 clusters
  Score: Raw -1242119.111322 + Penalty 3040.333895 = -1239078.777427
  nChanged 22
		SP:Iteration 62Q (3629.670000 sec): 3 clusters
  Score: Raw -1242123.919396 + Penalty 3040.333895 = -1239083.585501
  nChanged 22
		SP:Iteration 63Q (3629.880000 sec): 3 clusters
  Score: Raw -1242128.393778 + Penalty 3040.333895 = -1239088.059884
  nChanged 18
		SP:Iteration 64Q (3630.100000 sec): 3 clusters
  Score: Raw -1242132.208956 + Penalty 3040.333895 = -1239091.875061
  nChanged 20
		SP:Iteration 65Q (3630.370000 sec): 3 clusters
  Score: Raw -1242136.829884 + Penalty 3040.333895 = -1239096.495989
  nChanged 22
		SP:Iteration 66Q (3630.590000 sec): 3 clusters
  Score: Raw -1242140.608649 + Penalty 3040.333895 = -1239100.274754
  nChanged 14
		SP:Iteration 67Q (3630.830000 sec): 3 clusters
  Score: Raw -1242142.642368 + Penalty 3040.333895 = -1239102.308474
  nChanged 13
		SP:Iteration 68Q (3631.060000 sec): 3 clusters
  Score: Raw -1242144.904972 + Penalty 3040.333895 = -1239104.571077
  nChanged 13
		SP:Iteration 69Q (3631.280000 sec): 3 clusters
  Score: Raw -1242147.021463 + Penalty 3040.333895 = -1239106.687569
  nChanged 16
		SP:Iteration 70Q (3631.520000 sec): 3 clusters
  Score: Raw -1242148.937501 + Penalty 3040.333895 = -1239108.603606
  nChanged 12
		SP:Iteration 71Q (3631.780000 sec): 3 clusters
  Score: Raw -1242150.112632 + Penalty 3040.333895 = -1239109.778737
  nChanged 7
		SP:Iteration 72Q (3632.010000 sec): 3 clusters
  Score: Raw -1242151.021833 + Penalty 3040.333895 = -1239110.687938
  nChanged 6
		SP:Iteration 73Q (3632.250000 sec): 3 clusters
  Score: Raw -1242152.035045 + Penalty 3040.333895 = -1239111.701150
  nChanged 11
		SP:Iteration 74Q (3632.460000 sec): 3 clusters
  Score: Raw -1242154.096672 + Penalty 3040.333895 = -1239113.762777
  nChanged 13
		SP:Iteration 75Q (3632.710000 sec): 3 clusters
  Score: Raw -1242156.455392 + Penalty 3040.333895 = -1239116.121498
  nChanged 13
		SP:Iteration 76Q (3632.940000 sec): 3 clusters
  Score: Raw -1242158.868202 + Penalty 3040.333895 = -1239118.534307
  nChanged 8
		SP:Iteration 77Q (3633.160000 sec): 3 clusters
  Score: Raw -1242159.993118 + Penalty 3040.333895 = -1239119.659223
  nChanged 5
		SP:Iteration 78Q (3633.420000 sec): 3 clusters
  Score: Raw -1242160.648873 + Penalty 3040.333895 = -1239120.314978
  nChanged 4
		SP:Iteration 79Q (3633.660000 sec): 3 clusters
  Score: Raw -1242161.238193 + Penalty 3040.333895 = -1239120.904298
  nChanged 2
		SP:Iteration 80F (3633.910000 sec): 3 clusters
  Score: Raw -1242161.494221 + Penalty 3040.333895 = -1239121.160327
  nChanged 2
		SP:Iteration 81Q (3634.100000 sec): 3 clusters
  Score: Raw -1242161.738888 + Penalty 3040.333895 = -1239121.404993
  nChanged 2
		SP:Iteration 82Q (3634.340000 sec): 3 clusters
  Score: Raw -1242162.236179 + Penalty 3040.333895 = -1239121.902284
  nChanged 5
		SP:Iteration 83Q (3634.550000 sec): 3 clusters
  Score: Raw -1242162.921968 + Penalty 3040.333895 = -1239122.588073
  nChanged 6
		SP:Iteration 84Q (3634.780000 sec): 3 clusters
  Score: Raw -1242163.833470 + Penalty 3040.333895 = -1239123.499576
  nChanged 7
		SP:Iteration 85Q (3635.020000 sec): 3 clusters
  Score: Raw -1242165.150937 + Penalty 3040.333895 = -1239124.817042
  nChanged 9
		SP:Iteration 86Q (3635.230000 sec): 3 clusters
  Score: Raw -1242166.368129 + Penalty 3040.333895 = -1239126.034234
  nChanged 8
		SP:Iteration 87Q (3635.470000 sec): 3 clusters
  Score: Raw -1242167.560601 + Penalty 3040.333895 = -1239127.226706
  nChanged 7
		SP:Iteration 88Q (3635.660000 sec): 3 clusters
  Score: Raw -1242168.602599 + Penalty 3040.333895 = -1239128.268704
  nChanged 8
		SP:Iteration 89Q (3635.900000 sec): 3 clusters
  Score: Raw -1242169.995598 + Penalty 3040.333895 = -1239129.661704
  nChanged 8
		SP:Iteration 90Q (3636.150000 sec): 3 clusters
  Score: Raw -1242171.507940 + Penalty 3040.333895 = -1239131.174045
  nChanged 8
		SP:Iteration 91Q (3636.400000 sec): 3 clusters
  Score: Raw -1242172.966018 + Penalty 3040.333895 = -1239132.632123
  nChanged 5
		SP:Iteration 92Q (3636.670000 sec): 3 clusters
  Score: Raw -1242174.086780 + Penalty 3040.333895 = -1239133.752885
  nChanged 7
		SP:Iteration 93Q (3636.910000 sec): 3 clusters
  Score: Raw -1242174.815446 + Penalty 3040.333895 = -1239134.481551
  nChanged 5
		SP:Iteration 94Q (3637.180000 sec): 3 clusters
  Score: Raw -1242175.387106 + Penalty 3040.333895 = -1239135.053211
  nChanged 5
		SP:Iteration 95Q (3637.430000 sec): 3 clusters
  Score: Raw -1242175.903207 + Penalty 3040.333895 = -1239135.569312
  nChanged 5
		SP:Iteration 96Q (3637.700000 sec): 3 clusters
  Score: Raw -1242176.462323 + Penalty 3040.333895 = -1239136.128428
  nChanged 2
		SP:Iteration 97Q (3637.920000 sec): 3 clusters
  Score: Raw -1242176.595050 + Penalty 3040.333895 = -1239136.261155
  nChanged 0
		SP:Iteration 98F (3638.160000 sec): 3 clusters
  Score: Raw -1242176.595050 + Penalty 3040.333895 = -1239136.261155
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (113090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3638.750000 sec): 2 clusters
  Score: Raw -12075029.605681 + Penalty 1890.840127 = -12073138.765555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3639.370000 sec): 3 clusters
  Score: Raw -12001328.756956 + Penalty 3781.680253 = -11997547.076703
  nChanged 53997
		SP:Iteration 1F (3639.980000 sec): 3 clusters
  Score: Raw -12033698.977507 + Penalty 3781.680253 = -12029917.297254
  nChanged 4624
		SP:Iteration 2Q (3640.760000 sec): 3 clusters
  Score: Raw -12035613.655116 + Penalty 3781.680253 = -12031831.974863
  nChanged 5395
		SP:Iteration 3Q (3641.540000 sec): 3 clusters
  Score: Raw -12038427.818994 + Penalty 3781.680253 = -12034646.138741
  nChanged 6350
		SP:Iteration 4F (3642.370000 sec): 3 clusters
  Score: Raw -12042401.963258 + Penalty 3781.680253 = -12038620.283004
  nChanged 7158
		SP:Iteration 5F (3643.170000 sec): 3 clusters
  Score: Raw -12047321.570347 + Penalty 3781.680253 = -12043539.890094
  nChanged 7471
		SP:Iteration 6F (3643.900000 sec): 3 clusters
  Score: Raw -12052734.797015 + Penalty 3781.680253 = -12048953.116761
  nChanged 7196
		SP:Iteration 7F (3644.600000 sec): 3 clusters
  Score: Raw -12057590.901802 + Penalty 3781.680253 = -12053809.221549
  nChanged 6363
		SP:Iteration 8F (3645.360000 sec): 3 clusters
  Score: Raw -12061450.739852 + Penalty 3781.680253 = -12057669.059598
  nChanged 5306
		SP:Iteration 9Q (3646.080000 sec): 3 clusters
  Score: Raw -12064336.782240 + Penalty 3781.680253 = -12060555.101987
  nChanged 4433
		SP:Iteration 10Q (3646.760000 sec): 3 clusters
  Score: Raw -12066539.473166 + Penalty 3781.680253 = -12062757.792913
  nChanged 3797
		SP:Iteration 11Q (3647.450000 sec): 3 clusters
  Score: Raw -12068337.401283 + Penalty 3781.680253 = -12064555.721030
  nChanged 3382
		SP:Iteration 12Q (3648.160000 sec): 3 clusters
  Score: Raw -12069995.353416 + Penalty 3781.680253 = -12066213.673162
  nChanged 3144
		SP:Iteration 13Q (3648.910000 sec): 3 clusters
  Score: Raw -12071504.507266 + Penalty 3781.680253 = -12067722.827013
  nChanged 2745
		SP:Iteration 14Q (3649.650000 sec): 3 clusters
  Score: Raw -12072707.127979 + Penalty 3781.680253 = -12068925.447725
  nChanged 2379
		SP:Iteration 15Q (3650.310000 sec): 3 clusters
  Score: Raw -12073620.787167 + Penalty 3781.680253 = -12069839.106914
  nChanged 2160
		SP:Iteration 16Q (3651.040000 sec): 3 clusters
  Score: Raw -12074344.394808 + Penalty 3781.680253 = -12070562.714555
  nChanged 1854
		SP:Iteration 17Q (3651.740000 sec): 3 clusters
  Score: Raw -12074878.032874 + Penalty 3781.680253 = -12071096.352620
  nChanged 1622
		SP:Iteration 18Q (3652.340000 sec): 3 clusters
  Score: Raw -12075307.230510 + Penalty 3781.680253 = -12071525.550257
  nChanged 1493
		SP:Iteration 19Q (3652.980000 sec): 3 clusters
  Score: Raw -12075661.559047 + Penalty 3781.680253 = -12071879.878794
  nChanged 1287
		SP:Iteration 20F (3653.590000 sec): 3 clusters
  Score: Raw -12075943.700961 + Penalty 3781.680253 = -12072162.020708
  nChanged 1111
		SP:Iteration 21Q (3654.190000 sec): 3 clusters
  Score: Raw -12076158.304707 + Penalty 3781.680253 = -12072376.624454
  nChanged 863
		SP:Iteration 22Q (3654.770000 sec): 3 clusters
  Score: Raw -12076305.568104 + Penalty 3781.680253 = -12072523.887851
  nChanged 703
		SP:Iteration 23Q (3655.350000 sec): 3 clusters
  Score: Raw -12076416.814602 + Penalty 3781.680253 = -12072635.134349
  nChanged 593
		SP:Iteration 24Q (3655.970000 sec): 3 clusters
  Score: Raw -12076500.138107 + Penalty 3781.680253 = -12072718.457854
  nChanged 476
		SP:Iteration 25Q (3656.590000 sec): 3 clusters
  Score: Raw -12076558.594553 + Penalty 3781.680253 = -12072776.914300
  nChanged 406
		SP:Iteration 26Q (3657.240000 sec): 3 clusters
  Score: Raw -12076609.610330 + Penalty 3781.680253 = -12072827.930077
  nChanged 375
		SP:Iteration 27Q (3657.870000 sec): 3 clusters
  Score: Raw -12076653.583446 + Penalty 3781.680253 = -12072871.903193
  nChanged 318
		SP:Iteration 28Q (3658.500000 sec): 3 clusters
  Score: Raw -12076686.573101 + Penalty 3781.680253 = -12072904.892848
  nChanged 291
		SP:Iteration 29Q (3659.100000 sec): 3 clusters
  Score: Raw -12076717.389269 + Penalty 3781.680253 = -12072935.709015
  nChanged 247
		SP:Iteration 30Q (3659.720000 sec): 3 clusters
  Score: Raw -12076743.409535 + Penalty 3781.680253 = -12072961.729282
  nChanged 216
		SP:Iteration 31Q (3660.330000 sec): 3 clusters
  Score: Raw -12076764.776060 + Penalty 3781.680253 = -12072983.095806
  nChanged 173
		SP:Iteration 32Q (3660.930000 sec): 3 clusters
  Score: Raw -12076779.596553 + Penalty 3781.680253 = -12072997.916300
  nChanged 171
		SP:Iteration 33Q (3661.520000 sec): 3 clusters
  Score: Raw -12076793.645360 + Penalty 3781.680253 = -12073011.965107
  nChanged 142
		SP:Iteration 34Q (3662.140000 sec): 3 clusters
  Score: Raw -12076804.467060 + Penalty 3781.680253 = -12073022.786806
  nChanged 119
		SP:Iteration 35Q (3662.800000 sec): 3 clusters
  Score: Raw -12076812.649609 + Penalty 3781.680253 = -12073030.969356
  nChanged 106
		SP:Iteration 36Q (3663.440000 sec): 3 clusters
  Score: Raw -12076820.225649 + Penalty 3781.680253 = -12073038.545395
  nChanged 101
		SP:Iteration 37Q (3664.170000 sec): 3 clusters
  Score: Raw -12076827.356159 + Penalty 3781.680253 = -12073045.675906
  nChanged 81
		SP:Iteration 38Q (3664.800000 sec): 3 clusters
  Score: Raw -12076832.594016 + Penalty 3781.680253 = -12073050.913763
  nChanged 78
		SP:Iteration 39Q (3665.460000 sec): 3 clusters
  Score: Raw -12076837.371339 + Penalty 3781.680253 = -12073055.691085
  nChanged 65
		SP:Iteration 40F (3666.120000 sec): 3 clusters
  Score: Raw -12076841.232874 + Penalty 3781.680253 = -12073059.552621
  nChanged 53
		SP:Iteration 41Q (3666.800000 sec): 3 clusters
  Score: Raw -12076844.288048 + Penalty 3781.680253 = -12073062.607795
  nChanged 53
		SP:Iteration 42Q (3667.450000 sec): 3 clusters
  Score: Raw -12076847.653314 + Penalty 3781.680253 = -12073065.973060
  nChanged 56
		SP:Iteration 43Q (3668.110000 sec): 3 clusters
  Score: Raw -12076850.742010 + Penalty 3781.680253 = -12073069.061757
  nChanged 49
		SP:Iteration 44Q (3668.790000 sec): 3 clusters
  Score: Raw -12076852.999291 + Penalty 3781.680253 = -12073071.319037
  nChanged 32
		SP:Iteration 45Q (3669.400000 sec): 3 clusters
  Score: Raw -12076854.696867 + Penalty 3781.680253 = -12073073.016614
  nChanged 37
		SP:Iteration 46Q (3670.080000 sec): 3 clusters
  Score: Raw -12076856.539781 + Penalty 3781.680253 = -12073074.859528
  nChanged 39
		SP:Iteration 47Q (3670.750000 sec): 3 clusters
  Score: Raw -12076858.310037 + Penalty 3781.680253 = -12073076.629784
  nChanged 30
		SP:Iteration 48Q (3671.420000 sec): 3 clusters
  Score: Raw -12076859.487657 + Penalty 3781.680253 = -12073077.807403
  nChanged 22
		SP:Iteration 49Q (3672.050000 sec): 3 clusters
  Score: Raw -12076860.365960 + Penalty 3781.680253 = -12073078.685707
  nChanged 19
		SP:Iteration 50Q (3672.690000 sec): 3 clusters
  Score: Raw -12076861.158855 + Penalty 3781.680253 = -12073079.478601
  nChanged 20
		SP:Iteration 51Q (3673.370000 sec): 3 clusters
  Score: Raw -12076862.074647 + Penalty 3781.680253 = -12073080.394394
  nChanged 22
		SP:Iteration 52Q (3673.980000 sec): 3 clusters
  Score: Raw -12076863.106696 + Penalty 3781.680253 = -12073081.426443
  nChanged 21
		SP:Iteration 53Q (3674.560000 sec): 3 clusters
  Score: Raw -12076863.879778 + Penalty 3781.680253 = -12073082.199525
  nChanged 10
		SP:Iteration 54Q (3675.140000 sec): 3 clusters
  Score: Raw -12076864.278480 + Penalty 3781.680253 = -12073082.598227
  nChanged 9
		SP:Iteration 55Q (3675.740000 sec): 3 clusters
  Score: Raw -12076864.657383 + Penalty 3781.680253 = -12073082.977129
  nChanged 13
		SP:Iteration 56Q (3676.360000 sec): 3 clusters
  Score: Raw -12076865.072429 + Penalty 3781.680253 = -12073083.392175
  nChanged 10
		SP:Iteration 57Q (3676.980000 sec): 3 clusters
  Score: Raw -12076865.563822 + Penalty 3781.680253 = -12073083.883568
  nChanged 17
		SP:Iteration 58Q (3677.630000 sec): 3 clusters
  Score: Raw -12076866.401994 + Penalty 3781.680253 = -12073084.721741
  nChanged 18
		SP:Iteration 59Q (3678.330000 sec): 3 clusters
  Score: Raw -12076867.279145 + Penalty 3781.680253 = -12073085.598891
  nChanged 17
		SP:Iteration 60F (3679.050000 sec): 3 clusters
  Score: Raw -12076867.984533 + Penalty 3781.680253 = -12073086.304279
  nChanged 15
		SP:Iteration 61Q (3679.720000 sec): 3 clusters
  Score: Raw -12076868.732899 + Penalty 3781.680253 = -12073087.052645
  nChanged 19
		SP:Iteration 62Q (3680.360000 sec): 3 clusters
  Score: Raw -12076869.619809 + Penalty 3781.680253 = -12073087.939556
  nChanged 20
		SP:Iteration 63Q (3680.980000 sec): 3 clusters
  Score: Raw -12076870.479801 + Penalty 3781.680253 = -12073088.799548
  nChanged 16
		SP:Iteration 64Q (3681.590000 sec): 3 clusters
  Score: Raw -12076871.109696 + Penalty 3781.680253 = -12073089.429442
  nChanged 11
		SP:Iteration 65Q (3682.240000 sec): 3 clusters
  Score: Raw -12076871.508931 + Penalty 3781.680253 = -12073089.828678
  nChanged 12
		SP:Iteration 66Q (3682.900000 sec): 3 clusters
  Score: Raw -12076871.967358 + Penalty 3781.680253 = -12073090.287105
  nChanged 14
		SP:Iteration 67Q (3683.540000 sec): 3 clusters
  Score: Raw -12076872.375182 + Penalty 3781.680253 = -12073090.694929
  nChanged 10
		SP:Iteration 68Q (3684.190000 sec): 3 clusters
  Score: Raw -12076872.654257 + Penalty 3781.680253 = -12073090.974003
  nChanged 10
		SP:Iteration 69Q (3684.860000 sec): 3 clusters
  Score: Raw -12076873.059173 + Penalty 3781.680253 = -12073091.378920
  nChanged 10
		SP:Iteration 70Q (3685.500000 sec): 3 clusters
  Score: Raw -12076873.375422 + Penalty 3781.680253 = -12073091.695169
  nChanged 9
		SP:Iteration 71Q (3686.170000 sec): 3 clusters
  Score: Raw -12076873.648105 + Penalty 3781.680253 = -12073091.967852
  nChanged 3
		SP:Iteration 72Q (3686.820000 sec): 3 clusters
  Score: Raw -12076873.758468 + Penalty 3781.680253 = -12073092.078215
  nChanged 1
		SP:Iteration 73Q (3687.510000 sec): 3 clusters
  Score: Raw -12076873.785702 + Penalty 3781.680253 = -12073092.105449
  nChanged 1
		SP:Iteration 74Q (3688.120000 sec): 3 clusters
  Score: Raw -12076873.827563 + Penalty 3781.680253 = -12073092.147309
  nChanged 2
		SP:Iteration 75Q (3688.690000 sec): 3 clusters
  Score: Raw -12076873.910004 + Penalty 3781.680253 = -12073092.229750
  nChanged 2
		SP:Iteration 76Q (3689.260000 sec): 3 clusters
  Score: Raw -12076873.951249 + Penalty 3781.680253 = -12073092.270996
  nChanged 2
		SP:Iteration 77Q (3689.910000 sec): 3 clusters
  Score: Raw -12076874.005693 + Penalty 3781.680253 = -12073092.325439
  nChanged 5
		SP:Iteration 78Q (3690.530000 sec): 3 clusters
  Score: Raw -12076874.222515 + Penalty 3781.680253 = -12073092.542262
  nChanged 1
		SP:Iteration 79Q (3691.120000 sec): 3 clusters
  Score: Raw -12076874.266468 + Penalty 3781.680253 = -12073092.586215
  nChanged 2
		SP:Iteration 80F (3691.770000 sec): 3 clusters
  Score: Raw -12076874.335960 + Penalty 3781.680253 = -12073092.655707
  nChanged 2
		SP:Iteration 81Q (3692.350000 sec): 3 clusters
  Score: Raw -12076874.412174 + Penalty 3781.680253 = -12073092.731921
  nChanged 3
		SP:Iteration 82Q (3692.910000 sec): 3 clusters
  Score: Raw -12076874.570989 + Penalty 3781.680253 = -12073092.890736
  nChanged 5
		SP:Iteration 83Q (3693.470000 sec): 3 clusters
  Score: Raw -12076874.744854 + Penalty 3781.680253 = -12073093.064601
  nChanged 4
		SP:Iteration 84Q (3694.060000 sec): 3 clusters
  Score: Raw -12076874.833141 + Penalty 3781.680253 = -12073093.152888
  nChanged 1
		SP:Iteration 85Q (3694.660000 sec): 3 clusters
  Score: Raw -12076874.864965 + Penalty 3781.680253 = -12073093.184712
  nChanged 2
		SP:Iteration 86Q (3695.310000 sec): 3 clusters
  Score: Raw -12076874.954346 + Penalty 3781.680253 = -12073093.274093
  nChanged 5
		SP:Iteration 87Q (3695.930000 sec): 3 clusters
  Score: Raw -12076875.125726 + Penalty 3781.680253 = -12073093.445473
  nChanged 5
		SP:Iteration 88Q (3696.580000 sec): 3 clusters
  Score: Raw -12076875.267933 + Penalty 3781.680253 = -12073093.587680
  nChanged 5
		SP:Iteration 89Q (3697.240000 sec): 3 clusters
  Score: Raw -12076875.480245 + Penalty 3781.680253 = -12073093.799992
  nChanged 12
		SP:Iteration 90Q (3697.860000 sec): 3 clusters
  Score: Raw -12076876.045179 + Penalty 3781.680253 = -12073094.364926
  nChanged 12
		SP:Iteration 91Q (3698.540000 sec): 3 clusters
  Score: Raw -12076876.484376 + Penalty 3781.680253 = -12073094.804123
  nChanged 8
		SP:Iteration 92Q (3699.230000 sec): 3 clusters
  Score: Raw -12076876.766465 + Penalty 3781.680253 = -12073095.086212
  nChanged 7
		SP:Iteration 93Q (3699.900000 sec): 3 clusters
  Score: Raw -12076876.994916 + Penalty 3781.680253 = -12073095.314663
  nChanged 4
		SP:Iteration 94Q (3700.510000 sec): 3 clusters
  Score: Raw -12076877.095238 + Penalty 3781.680253 = -12073095.414985
  nChanged 2
		SP:Iteration 95Q (3701.100000 sec): 3 clusters
  Score: Raw -12076877.164901 + Penalty 3781.680253 = -12073095.484648
  nChanged 2
		SP:Iteration 96Q (3701.770000 sec): 3 clusters
  Score: Raw -12076877.254224 + Penalty 3781.680253 = -12073095.573971
  nChanged 4
		SP:Iteration 97Q (3702.380000 sec): 3 clusters
  Score: Raw -12076877.466172 + Penalty 3781.680253 = -12073095.785919
  nChanged 6
		SP:Iteration 98Q (3703.000000 sec): 3 clusters
  Score: Raw -12076877.712193 + Penalty 3781.680253 = -12073096.031940
  nChanged 6
		SP:Iteration 99Q (3703.640000 sec): 3 clusters
  Score: Raw -12076877.905093 + Penalty 3781.680253 = -12073096.224840
  nChanged 5
		SP:Iteration 100F (3704.260000 sec): 3 clusters
  Score: Raw -12076878.093377 + Penalty 3781.680253 = -12073096.413124
  nChanged 8
		SP:Iteration 101Q (3704.860000 sec): 3 clusters
  Score: Raw -12076878.529892 + Penalty 3781.680253 = -12073096.849639
  nChanged 7
		SP:Iteration 102Q (3705.490000 sec): 3 clusters
  Score: Raw -12076878.763675 + Penalty 3781.680253 = -12073097.083422
  nChanged 10
		SP:Iteration 103Q (3706.090000 sec): 3 clusters
  Score: Raw -12076879.096001 + Penalty 3781.680253 = -12073097.415747
  nChanged 8
		SP:Iteration 104Q (3706.670000 sec): 3 clusters
  Score: Raw -12076879.492987 + Penalty 3781.680253 = -12073097.812733
  nChanged 12
		SP:Iteration 105Q (3707.330000 sec): 3 clusters
  Score: Raw -12076879.982326 + Penalty 3781.680253 = -12073098.302073
  nChanged 14
		SP:Iteration 106Q (3708.000000 sec): 3 clusters
  Score: Raw -12076880.541814 + Penalty 3781.680253 = -12073098.861560
  nChanged 9
		SP:Iteration 107Q (3708.630000 sec): 3 clusters
  Score: Raw -12076880.902356 + Penalty 3781.680253 = -12073099.222102
  nChanged 9
		SP:Iteration 108Q (3709.240000 sec): 3 clusters
  Score: Raw -12076881.232409 + Penalty 3781.680253 = -12073099.552155
  nChanged 5
		SP:Iteration 109Q (3709.860000 sec): 3 clusters
  Score: Raw -12076881.374705 + Penalty 3781.680253 = -12073099.694451
  nChanged 3
		SP:Iteration 110Q (3710.500000 sec): 3 clusters
  Score: Raw -12076881.441762 + Penalty 3781.680253 = -12073099.761509
  nChanged 4
		SP:Iteration 111Q (3711.090000 sec): 3 clusters
  Score: Raw -12076881.578500 + Penalty 3781.680253 = -12073099.898247
  nChanged 4
		SP:Iteration 112Q (3711.710000 sec): 3 clusters
  Score: Raw -12076881.704435 + Penalty 3781.680253 = -12073100.024181
  nChanged 5
		SP:Iteration 113Q (3712.370000 sec): 3 clusters
  Score: Raw -12076881.877293 + Penalty 3781.680253 = -12073100.197040
  nChanged 4
		SP:Iteration 114Q (3713.070000 sec): 3 clusters
  Score: Raw -12076882.045882 + Penalty 3781.680253 = -12073100.365629
  nChanged 5
		SP:Iteration 115Q (3713.770000 sec): 3 clusters
  Score: Raw -12076882.237519 + Penalty 3781.680253 = -12073100.557266
  nChanged 9
		SP:Iteration 116Q (3714.520000 sec): 3 clusters
  Score: Raw -12076882.500761 + Penalty 3781.680253 = -12073100.820508
  nChanged 4
		SP:Iteration 117Q (3715.230000 sec): 3 clusters
  Score: Raw -12076882.621282 + Penalty 3781.680253 = -12073100.941029
  nChanged 5
		SP:Iteration 118Q (3715.940000 sec): 3 clusters
  Score: Raw -12076882.781737 + Penalty 3781.680253 = -12073101.101483
  nChanged 3
		SP:Iteration 119Q (3716.600000 sec): 3 clusters
  Score: Raw -12076882.893055 + Penalty 3781.680253 = -12073101.212802
  nChanged 4
		SP:Iteration 120F (3717.270000 sec): 3 clusters
  Score: Raw -12076883.007517 + Penalty 3781.680253 = -12073101.327264
  nChanged 5
		SP:Iteration 121Q (3717.910000 sec): 3 clusters
  Score: Raw -12076883.190514 + Penalty 3781.680253 = -12073101.510261
  nChanged 5
		SP:Iteration 122Q (3718.580000 sec): 3 clusters
  Score: Raw -12076883.421918 + Penalty 3781.680253 = -12073101.741665
  nChanged 9
		SP:Iteration 123Q (3719.200000 sec): 3 clusters
  Score: Raw -12076883.799641 + Penalty 3781.680253 = -12073102.119388
  nChanged 8
		SP:Iteration 124Q (3719.820000 sec): 3 clusters
  Score: Raw -12076884.118543 + Penalty 3781.680253 = -12073102.438290
  nChanged 5
		SP:Iteration 125Q (3720.440000 sec): 3 clusters
  Score: Raw -12076884.320306 + Penalty 3781.680253 = -12073102.640053
  nChanged 5
		SP:Iteration 126Q (3721.030000 sec): 3 clusters
  Score: Raw -12076884.526504 + Penalty 3781.680253 = -12073102.846250
  nChanged 2
		SP:Iteration 127Q (3721.650000 sec): 3 clusters
  Score: Raw -12076884.607048 + Penalty 3781.680253 = -12073102.926794
  nChanged 1
		SP:Iteration 128Q (3722.320000 sec): 3 clusters
  Score: Raw -12076884.651570 + Penalty 3781.680253 = -12073102.971316
  nChanged 2
		SP:Iteration 129Q (3723.000000 sec): 3 clusters
  Score: Raw -12076884.712450 + Penalty 3781.680253 = -12073103.032197
  nChanged 1
		SP:Iteration 130Q (3723.620000 sec): 3 clusters
  Score: Raw -12076884.746922 + Penalty 3781.680253 = -12073103.066669
  nChanged 1
		SP:Iteration 131Q (3724.290000 sec): 3 clusters
  Score: Raw -12076884.762185 + Penalty 3781.680253 = -12073103.081932
  nChanged 0
		SP:Iteration 132F (3725.000000 sec): 3 clusters
  Score: Raw -12076884.762185 + Penalty 3781.680253 = -12073103.081932
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (20860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3725.260000 sec): 2 clusters
  Score: Raw -2132736.727064 + Penalty 1616.158168 = -2131120.568896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3725.530000 sec): 3 clusters
  Score: Raw -2120330.752214 + Penalty 3232.316337 = -2117098.435877
  nChanged 9372
		SP:Iteration 1F (3725.820000 sec): 3 clusters
  Score: Raw -2125559.104374 + Penalty 3232.316337 = -2122326.788037
  nChanged 1342
		SP:Iteration 2F (3726.120000 sec): 3 clusters
  Score: Raw -2126360.454098 + Penalty 3232.316337 = -2123128.137761
  nChanged 1501
		SP:Iteration 3F (3726.360000 sec): 3 clusters
  Score: Raw -2127367.780285 + Penalty 3232.316337 = -2124135.463948
  nChanged 1534
		SP:Iteration 4F (3726.630000 sec): 3 clusters
  Score: Raw -2128516.570957 + Penalty 3232.316337 = -2125284.254621
  nChanged 1433
		SP:Iteration 5F (3726.890000 sec): 3 clusters
  Score: Raw -2129675.823537 + Penalty 3232.316337 = -2126443.507200
  nChanged 1228
		SP:Iteration 6F (3727.130000 sec): 3 clusters
  Score: Raw -2130809.672513 + Penalty 3232.316337 = -2127577.356177
  nChanged 1001
		SP:Iteration 7Q (3727.430000 sec): 3 clusters
  Score: Raw -2131920.243676 + Penalty 3232.316337 = -2128687.927339
  nChanged 937
		SP:Iteration 8Q (3727.710000 sec): 3 clusters
  Score: Raw -2133246.431854 + Penalty 3232.316337 = -2130014.115517
  nChanged 993
		SP:Iteration 9Q (3727.980000 sec): 3 clusters
  Score: Raw -2134680.634220 + Penalty 3232.316337 = -2131448.317884
  nChanged 902
		SP:Iteration 10Q (3728.270000 sec): 3 clusters
  Score: Raw -2135936.522905 + Penalty 3232.316337 = -2132704.206568
  nChanged 669
		SP:Iteration 11Q (3728.560000 sec): 3 clusters
  Score: Raw -2136576.184512 + Penalty 3232.316337 = -2133343.868175
  nChanged 445
		SP:Iteration 12Q (3728.860000 sec): 3 clusters
  Score: Raw -2136822.543946 + Penalty 3232.316337 = -2133590.227609
  nChanged 291
		SP:Iteration 13Q (3729.140000 sec): 3 clusters
  Score: Raw -2136936.220527 + Penalty 3232.316337 = -2133703.904190
  nChanged 211
		SP:Iteration 14Q (3729.400000 sec): 3 clusters
  Score: Raw -2136995.707544 + Penalty 3232.316337 = -2133763.391207
  nChanged 137
		SP:Iteration 15Q (3729.700000 sec): 3 clusters
  Score: Raw -2137030.653302 + Penalty 3232.316337 = -2133798.336965
  nChanged 130
		SP:Iteration 16Q (3729.970000 sec): 3 clusters
  Score: Raw -2137063.601842 + Penalty 3232.316337 = -2133831.285505
  nChanged 134
		SP:Iteration 17Q (3730.310000 sec): 3 clusters
  Score: Raw -2137096.350203 + Penalty 3232.316337 = -2133864.033866
  nChanged 131
		SP:Iteration 18Q (3730.580000 sec): 3 clusters
  Score: Raw -2137128.799085 + Penalty 3232.316337 = -2133896.482748
  nChanged 135
		SP:Iteration 19Q (3730.870000 sec): 3 clusters
  Score: Raw -2137158.257564 + Penalty 3232.316337 = -2133925.941227
  nChanged 127
		SP:Iteration 20F (3731.170000 sec): 3 clusters
  Score: Raw -2137187.714240 + Penalty 3232.316337 = -2133955.397904
  nChanged 132
		SP:Iteration 21Q (3731.450000 sec): 3 clusters
  Score: Raw -2137217.409003 + Penalty 3232.316337 = -2133985.092666
  nChanged 127
		SP:Iteration 22Q (3731.750000 sec): 3 clusters
  Score: Raw -2137245.217750 + Penalty 3232.316337 = -2134012.901413
  nChanged 150
		SP:Iteration 23Q (3731.990000 sec): 3 clusters
  Score: Raw -2137284.319417 + Penalty 3232.316337 = -2134052.003080
  nChanged 191
		SP:Iteration 24Q (3732.290000 sec): 3 clusters
  Score: Raw -2137341.460511 + Penalty 3232.316337 = -2134109.144174
  nChanged 213
		SP:Iteration 25Q (3732.570000 sec): 3 clusters
  Score: Raw -2137411.625680 + Penalty 3232.316337 = -2134179.309343
  nChanged 227
		SP:Iteration 26Q (3732.850000 sec): 3 clusters
  Score: Raw -2137489.058287 + Penalty 3232.316337 = -2134256.741950
  nChanged 247
		SP:Iteration 27Q (3733.160000 sec): 3 clusters
  Score: Raw -2137575.421734 + Penalty 3232.316337 = -2134343.105398
  nChanged 258
		SP:Iteration 28Q (3733.440000 sec): 3 clusters
  Score: Raw -2137664.698242 + Penalty 3232.316337 = -2134432.381906
  nChanged 271
		SP:Iteration 29Q (3733.710000 sec): 3 clusters
  Score: Raw -2137757.188699 + Penalty 3232.316337 = -2134524.872362
  nChanged 291
		SP:Iteration 30Q (3734.000000 sec): 3 clusters
  Score: Raw -2137861.812404 + Penalty 3232.316337 = -2134629.496067
  nChanged 311
		SP:Iteration 31Q (3734.330000 sec): 3 clusters
  Score: Raw -2137973.729943 + Penalty 3232.316337 = -2134741.413607
  nChanged 309
		SP:Iteration 32Q (3734.660000 sec): 3 clusters
  Score: Raw -2138097.107231 + Penalty 3232.316337 = -2134864.790894
  nChanged 345
		SP:Iteration 33Q (3734.990000 sec): 3 clusters
  Score: Raw -2138242.611325 + Penalty 3232.316337 = -2135010.294989
  nChanged 348
		SP:Iteration 34Q (3735.260000 sec): 3 clusters
  Score: Raw -2138405.423444 + Penalty 3232.316337 = -2135173.107107
  nChanged 384
		SP:Iteration 35Q (3735.560000 sec): 3 clusters
  Score: Raw -2138606.764625 + Penalty 3232.316337 = -2135374.448288
  nChanged 382
		SP:Iteration 36Q (3735.860000 sec): 3 clusters
  Score: Raw -2138827.209493 + Penalty 3232.316337 = -2135594.893156
  nChanged 370
		SP:Iteration 37Q (3736.180000 sec): 3 clusters
  Score: Raw -2139046.991568 + Penalty 3232.316337 = -2135814.675231
  nChanged 357
		SP:Iteration 38Q (3736.490000 sec): 3 clusters
  Score: Raw -2139280.946478 + Penalty 3232.316337 = -2136048.630142
  nChanged 324
		SP:Iteration 39Q (3736.760000 sec): 3 clusters
  Score: Raw -2139498.967032 + Penalty 3232.316337 = -2136266.650695
  nChanged 288
		SP:Iteration 40F (3737.020000 sec): 3 clusters
  Score: Raw -2139794.304419 + Penalty 3232.316337 = -2136561.988083
  nChanged 354
		SP:Iteration 41Q (3737.320000 sec): 3 clusters
  Score: Raw -2140100.685122 + Penalty 3232.316337 = -2136868.368785
  nChanged 294
		SP:Iteration 42Q (3737.610000 sec): 3 clusters
  Score: Raw -2140304.547621 + Penalty 3232.316337 = -2137072.231284
  nChanged 230
		SP:Iteration 43Q (3737.870000 sec): 3 clusters
  Score: Raw -2140433.346225 + Penalty 3232.316337 = -2137201.029888
  nChanged 162
		SP:Iteration 44Q (3738.150000 sec): 3 clusters
  Score: Raw -2140508.881667 + Penalty 3232.316337 = -2137276.565330
  nChanged 115
		SP:Iteration 45Q (3738.440000 sec): 3 clusters
  Score: Raw -2140549.048587 + Penalty 3232.316337 = -2137316.732250
  nChanged 85
		SP:Iteration 46Q (3738.700000 sec): 3 clusters
  Score: Raw -2140571.344696 + Penalty 3232.316337 = -2137339.028359
  nChanged 61
		SP:Iteration 47Q (3739.010000 sec): 3 clusters
  Score: Raw -2140581.787814 + Penalty 3232.316337 = -2137349.471477
  nChanged 35
		SP:Iteration 48Q (3739.260000 sec): 3 clusters
  Score: Raw -2140585.554461 + Penalty 3232.316337 = -2137353.238124
  nChanged 15
		SP:Iteration 49Q (3739.600000 sec): 3 clusters
  Score: Raw -2140587.257684 + Penalty 3232.316337 = -2137354.941347
  nChanged 12
		SP:Iteration 50Q (3739.880000 sec): 3 clusters
  Score: Raw -2140588.184794 + Penalty 3232.316337 = -2137355.868457
  nChanged 5
		SP:Iteration 51Q (3740.160000 sec): 3 clusters
  Score: Raw -2140588.475621 + Penalty 3232.316337 = -2137356.159284
  nChanged 4
		SP:Iteration 52Q (3740.450000 sec): 3 clusters
  Score: Raw -2140588.782642 + Penalty 3232.316337 = -2137356.466305
  nChanged 2
		SP:Iteration 53Q (3740.740000 sec): 3 clusters
  Score: Raw -2140588.915969 + Penalty 3232.316337 = -2137356.599632
  nChanged 3
		SP:Iteration 54Q (3741.070000 sec): 3 clusters
  Score: Raw -2140589.081999 + Penalty 3232.316337 = -2137356.765662
  nChanged 2
		SP:Iteration 55Q (3741.350000 sec): 3 clusters
  Score: Raw -2140589.166358 + Penalty 3232.316337 = -2137356.850021
  nChanged 0
		SP:Iteration 56F (3741.580000 sec): 3 clusters
  Score: Raw -2140589.166358 + Penalty 3232.316337 = -2137356.850021
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (75137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3741.980000 sec): 2 clusters
  Score: Raw -7766618.002930 + Penalty 1824.398614 = -7764793.604317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3742.460000 sec): 3 clusters
  Score: Raw -7718547.500033 + Penalty 3648.797228 = -7714898.702805
  nChanged 35462
		SP:Iteration 1F (3742.910000 sec): 3 clusters
  Score: Raw -7738454.609455 + Penalty 3648.797228 = -7734805.812227
  nChanged 2704
		SP:Iteration 2Q (3743.400000 sec): 3 clusters
  Score: Raw -7739200.591827 + Penalty 3648.797228 = -7735551.794600
  nChanged 2894
		SP:Iteration 3Q (3743.890000 sec): 3 clusters
  Score: Raw -7740137.482222 + Penalty 3648.797228 = -7736488.684994
  nChanged 3227
		SP:Iteration 4Q (3744.380000 sec): 3 clusters
  Score: Raw -7741430.149508 + Penalty 3648.797228 = -7737781.352280
  nChanged 3777
		SP:Iteration 5F (3744.860000 sec): 3 clusters
  Score: Raw -7743275.023851 + Penalty 3648.797228 = -7739626.226623
  nChanged 4369
		SP:Iteration 6F (3745.370000 sec): 3 clusters
  Score: Raw -7745934.944992 + Penalty 3648.797228 = -7742286.147764
  nChanged 4881
		SP:Iteration 7F (3745.830000 sec): 3 clusters
  Score: Raw -7749450.927870 + Penalty 3648.797228 = -7745802.130642
  nChanged 4861
		SP:Iteration 8F (3746.350000 sec): 3 clusters
  Score: Raw -7753312.268101 + Penalty 3648.797228 = -7749663.470874
  nChanged 4139
		SP:Iteration 9F (3746.830000 sec): 3 clusters
  Score: Raw -7756749.003133 + Penalty 3648.797228 = -7753100.205905
  nChanged 3154
		SP:Iteration 10Q (3747.370000 sec): 3 clusters
  Score: Raw -7759317.699914 + Penalty 3648.797228 = -7755668.902687
  nChanged 2318
		SP:Iteration 11Q (3747.940000 sec): 3 clusters
  Score: Raw -7761112.938988 + Penalty 3648.797228 = -7757464.141761
  nChanged 1678
		SP:Iteration 12Q (3748.450000 sec): 3 clusters
  Score: Raw -7762350.810921 + Penalty 3648.797228 = -7758702.013693
  nChanged 1320
		SP:Iteration 13Q (3748.960000 sec): 3 clusters
  Score: Raw -7763335.130329 + Penalty 3648.797228 = -7759686.333101
  nChanged 1048
		SP:Iteration 14Q (3749.460000 sec): 3 clusters
  Score: Raw -7764105.975698 + Penalty 3648.797228 = -7760457.178470
  nChanged 824
		SP:Iteration 15Q (3750.000000 sec): 3 clusters
  Score: Raw -7764732.775400 + Penalty 3648.797228 = -7761083.978172
  nChanged 620
		SP:Iteration 16Q (3750.450000 sec): 3 clusters
  Score: Raw -7765210.156296 + Penalty 3648.797228 = -7761561.359068
  nChanged 506
		SP:Iteration 17Q (3750.920000 sec): 3 clusters
  Score: Raw -7765563.412023 + Penalty 3648.797228 = -7761914.614795
  nChanged 382
		SP:Iteration 18Q (3751.410000 sec): 3 clusters
  Score: Raw -7765819.917778 + Penalty 3648.797228 = -7762171.120550
  nChanged 302
		SP:Iteration 19Q (3751.890000 sec): 3 clusters
  Score: Raw -7765999.490276 + Penalty 3648.797228 = -7762350.693049
  nChanged 271
		SP:Iteration 20F (3752.410000 sec): 3 clusters
  Score: Raw -7766153.279934 + Penalty 3648.797228 = -7762504.482707
  nChanged 220
		SP:Iteration 21Q (3752.930000 sec): 3 clusters
  Score: Raw -7766265.450550 + Penalty 3648.797228 = -7762616.653322
  nChanged 181
		SP:Iteration 22Q (3753.410000 sec): 3 clusters
  Score: Raw -7766361.362754 + Penalty 3648.797228 = -7762712.565527
  nChanged 142
		SP:Iteration 23Q (3753.910000 sec): 3 clusters
  Score: Raw -7766434.877366 + Penalty 3648.797228 = -7762786.080138
  nChanged 137
		SP:Iteration 24Q (3754.370000 sec): 3 clusters
  Score: Raw -7766495.351801 + Penalty 3648.797228 = -7762846.554573
  nChanged 111
		SP:Iteration 25Q (3754.870000 sec): 3 clusters
  Score: Raw -7766543.325160 + Penalty 3648.797228 = -7762894.527933
  nChanged 104
		SP:Iteration 26Q (3755.310000 sec): 3 clusters
  Score: Raw -7766602.819785 + Penalty 3648.797228 = -7762954.022557
  nChanged 86
		SP:Iteration 27Q (3755.830000 sec): 3 clusters
  Score: Raw -7766653.518148 + Penalty 3648.797228 = -7763004.720920
  nChanged 69
		SP:Iteration 28Q (3756.320000 sec): 3 clusters
  Score: Raw -7766693.183718 + Penalty 3648.797228 = -7763044.386490
  nChanged 53
		SP:Iteration 29Q (3756.840000 sec): 3 clusters
  Score: Raw -7766718.794241 + Penalty 3648.797228 = -7763069.997013
  nChanged 55
		SP:Iteration 30Q (3757.400000 sec): 3 clusters
  Score: Raw -7766750.095940 + Penalty 3648.797228 = -7763101.298712
  nChanged 47
		SP:Iteration 31Q (3757.940000 sec): 3 clusters
  Score: Raw -7766778.996435 + Penalty 3648.797228 = -7763130.199208
  nChanged 52
		SP:Iteration 32Q (3758.440000 sec): 3 clusters
  Score: Raw -7766807.812132 + Penalty 3648.797228 = -7763159.014904
  nChanged 30
		SP:Iteration 33Q (3758.940000 sec): 3 clusters
  Score: Raw -7766827.181796 + Penalty 3648.797228 = -7763178.384568
  nChanged 26
		SP:Iteration 34Q (3759.420000 sec): 3 clusters
  Score: Raw -7766842.027591 + Penalty 3648.797228 = -7763193.230363
  nChanged 25
		SP:Iteration 35Q (3759.950000 sec): 3 clusters
  Score: Raw -7766856.834293 + Penalty 3648.797228 = -7763208.037066
  nChanged 26
		SP:Iteration 36Q (3760.500000 sec): 3 clusters
  Score: Raw -7766869.570633 + Penalty 3648.797228 = -7763220.773405
  nChanged 20
		SP:Iteration 37Q (3761.100000 sec): 3 clusters
  Score: Raw -7766877.701575 + Penalty 3648.797228 = -7763228.904347
  nChanged 16
		SP:Iteration 38Q (3761.710000 sec): 3 clusters
  Score: Raw -7766884.783921 + Penalty 3648.797228 = -7763235.986694
  nChanged 14
		SP:Iteration 39Q (3762.280000 sec): 3 clusters
  Score: Raw -7766891.879347 + Penalty 3648.797228 = -7763243.082119
  nChanged 7
		SP:Iteration 40F (3762.840000 sec): 3 clusters
  Score: Raw -7766896.457200 + Penalty 3648.797228 = -7763247.659972
  nChanged 10
		SP:Iteration 41Q (3763.350000 sec): 3 clusters
  Score: Raw -7766901.541620 + Penalty 3648.797228 = -7763252.744392
  nChanged 10
		SP:Iteration 42Q (3763.840000 sec): 3 clusters
  Score: Raw -7766906.874954 + Penalty 3648.797228 = -7763258.077726
  nChanged 7
		SP:Iteration 43Q (3764.320000 sec): 3 clusters
  Score: Raw -7766910.211046 + Penalty 3648.797228 = -7763261.413819
  nChanged 4
		SP:Iteration 44Q (3764.820000 sec): 3 clusters
  Score: Raw -7766913.149002 + Penalty 3648.797228 = -7763264.351775
  nChanged 6
		SP:Iteration 45Q (3765.320000 sec): 3 clusters
  Score: Raw -7766917.273634 + Penalty 3648.797228 = -7763268.476406
  nChanged 5
		SP:Iteration 46Q (3765.780000 sec): 3 clusters
  Score: Raw -7766920.256239 + Penalty 3648.797228 = -7763271.459011
  nChanged 4
		SP:Iteration 47Q (3766.230000 sec): 3 clusters
  Score: Raw -7766921.866892 + Penalty 3648.797228 = -7763273.069664
  nChanged 1
		SP:Iteration 48Q (3766.700000 sec): 3 clusters
  Score: Raw -7766922.616301 + Penalty 3648.797228 = -7763273.819073
  nChanged 1
		SP:Iteration 49Q (3767.180000 sec): 3 clusters
  Score: Raw -7766923.244968 + Penalty 3648.797228 = -7763274.447740
  nChanged 1
		SP:Iteration 50Q (3767.630000 sec): 3 clusters
  Score: Raw -7766924.018377 + Penalty 3648.797228 = -7763275.221149
  nChanged 1
		SP:Iteration 51Q (3768.090000 sec): 3 clusters
  Score: Raw -7766924.778310 + Penalty 3648.797228 = -7763275.981082
  nChanged 0
		SP:Iteration 52F (3768.610000 sec): 3 clusters
  Score: Raw -7766924.778310 + Penalty 3648.797228 = -7763275.981082
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (31124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3768.860000 sec): 2 clusters
  Score: Raw -3235148.425294 + Penalty 1681.181857 = -3233467.243437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3769.170000 sec): 3 clusters
  Score: Raw -3215808.070863 + Penalty 3362.363714 = -3212445.707149
  nChanged 14394
		SP:Iteration 1F (3769.490000 sec): 3 clusters
  Score: Raw -3223976.187397 + Penalty 3362.363714 = -3220613.823683
  nChanged 1560
		SP:Iteration 2F (3769.810000 sec): 3 clusters
  Score: Raw -3224631.012210 + Penalty 3362.363714 = -3221268.648496
  nChanged 1738
		SP:Iteration 3F (3770.190000 sec): 3 clusters
  Score: Raw -3225499.421977 + Penalty 3362.363714 = -3222137.058263
  nChanged 1976
		SP:Iteration 4F (3770.450000 sec): 3 clusters
  Score: Raw -3226728.772361 + Penalty 3362.363714 = -3223366.408647
  nChanged 2277
		SP:Iteration 5F (3770.800000 sec): 3 clusters
  Score: Raw -3228439.354312 + Penalty 3362.363714 = -3225076.990598
  nChanged 2335
		SP:Iteration 6F (3771.070000 sec): 3 clusters
  Score: Raw -3230374.601932 + Penalty 3362.363714 = -3227012.238218
  nChanged 2056
		SP:Iteration 7F (3771.390000 sec): 3 clusters
  Score: Raw -3232244.534012 + Penalty 3362.363714 = -3228882.170298
  nChanged 1496
		SP:Iteration 8Q (3771.650000 sec): 3 clusters
  Score: Raw -3233603.704794 + Penalty 3362.363714 = -3230241.341080
  nChanged 895
		SP:Iteration 9Q (3771.950000 sec): 3 clusters
  Score: Raw -3234429.740873 + Penalty 3362.363714 = -3231067.377159
  nChanged 523
		SP:Iteration 10Q (3772.300000 sec): 3 clusters
  Score: Raw -3234957.671835 + Penalty 3362.363714 = -3231595.308121
  nChanged 275
		SP:Iteration 11Q (3772.580000 sec): 3 clusters
  Score: Raw -3235261.628497 + Penalty 3362.363714 = -3231899.264783
  nChanged 169
		SP:Iteration 12Q (3772.880000 sec): 3 clusters
  Score: Raw -3235444.127830 + Penalty 3362.363714 = -3232081.764116
  nChanged 135
		SP:Iteration 13Q (3773.230000 sec): 3 clusters
  Score: Raw -3235549.224378 + Penalty 3362.363714 = -3232186.860663
  nChanged 117
		SP:Iteration 14Q (3773.490000 sec): 3 clusters
  Score: Raw -3235619.950668 + Penalty 3362.363714 = -3232257.586954
  nChanged 75
		SP:Iteration 15Q (3773.790000 sec): 3 clusters
  Score: Raw -3235654.833000 + Penalty 3362.363714 = -3232292.469286
  nChanged 57
		SP:Iteration 16Q (3774.090000 sec): 3 clusters
  Score: Raw -3235683.047649 + Penalty 3362.363714 = -3232320.683935
  nChanged 43
		SP:Iteration 17Q (3774.380000 sec): 3 clusters
  Score: Raw -3235705.125742 + Penalty 3362.363714 = -3232342.762028
  nChanged 50
		SP:Iteration 18Q (3774.680000 sec): 3 clusters
  Score: Raw -3235732.190829 + Penalty 3362.363714 = -3232369.827114
  nChanged 49
		SP:Iteration 19Q (3775.040000 sec): 3 clusters
  Score: Raw -3235759.643264 + Penalty 3362.363714 = -3232397.279550
  nChanged 49
		SP:Iteration 20F (3775.350000 sec): 3 clusters
  Score: Raw -3235780.556059 + Penalty 3362.363714 = -3232418.192345
  nChanged 45
		SP:Iteration 21Q (3775.650000 sec): 3 clusters
  Score: Raw -3235799.504836 + Penalty 3362.363714 = -3232437.141122
  nChanged 39
		SP:Iteration 22Q (3776.020000 sec): 3 clusters
  Score: Raw -3235818.442555 + Penalty 3362.363714 = -3232456.078841
  nChanged 53
		SP:Iteration 23Q (3776.310000 sec): 3 clusters
  Score: Raw -3235843.984937 + Penalty 3362.363714 = -3232481.621223
  nChanged 51
		SP:Iteration 24Q (3776.690000 sec): 3 clusters
  Score: Raw -3235862.709759 + Penalty 3362.363714 = -3232500.346045
  nChanged 53
		SP:Iteration 25Q (3776.980000 sec): 3 clusters
  Score: Raw -3235888.094863 + Penalty 3362.363714 = -3232525.731149
  nChanged 48
		SP:Iteration 26Q (3777.320000 sec): 3 clusters
  Score: Raw -3235910.675240 + Penalty 3362.363714 = -3232548.311526
  nChanged 71
		SP:Iteration 27Q (3777.610000 sec): 3 clusters
  Score: Raw -3235960.544291 + Penalty 3362.363714 = -3232598.180577
  nChanged 94
		SP:Iteration 28Q (3777.950000 sec): 3 clusters
  Score: Raw -3236033.699618 + Penalty 3362.363714 = -3232671.335904
  nChanged 97
		SP:Iteration 29Q (3778.280000 sec): 3 clusters
  Score: Raw -3236121.457679 + Penalty 3362.363714 = -3232759.093965
  nChanged 128
		SP:Iteration 30Q (3778.580000 sec): 3 clusters
  Score: Raw -3236256.166072 + Penalty 3362.363714 = -3232893.802357
  nChanged 156
		SP:Iteration 31Q (3778.880000 sec): 3 clusters
  Score: Raw -3236384.244084 + Penalty 3362.363714 = -3233021.880370
  nChanged 191
		SP:Iteration 32Q (3779.160000 sec): 3 clusters
  Score: Raw -3236540.084106 + Penalty 3362.363714 = -3233177.720392
  nChanged 188
		SP:Iteration 33Q (3779.480000 sec): 3 clusters
  Score: Raw -3236660.989732 + Penalty 3362.363714 = -3233298.626018
  nChanged 164
		SP:Iteration 34Q (3779.810000 sec): 3 clusters
  Score: Raw -3236762.455130 + Penalty 3362.363714 = -3233400.091416
  nChanged 177
		SP:Iteration 35Q (3780.130000 sec): 3 clusters
  Score: Raw -3236861.180440 + Penalty 3362.363714 = -3233498.816726
  nChanged 157
		SP:Iteration 36Q (3780.440000 sec): 3 clusters
  Score: Raw -3236934.354767 + Penalty 3362.363714 = -3233571.991053
  nChanged 132
		SP:Iteration 37Q (3780.730000 sec): 3 clusters
  Score: Raw -3236984.925818 + Penalty 3362.363714 = -3233622.562104
  nChanged 104
		SP:Iteration 38Q (3781.040000 sec): 3 clusters
  Score: Raw -3237027.352884 + Penalty 3362.363714 = -3233664.989170
  nChanged 94
		SP:Iteration 39Q (3781.340000 sec): 3 clusters
  Score: Raw -3237058.237552 + Penalty 3362.363714 = -3233695.873838
  nChanged 66
		SP:Iteration 40F (3781.670000 sec): 3 clusters
  Score: Raw -3237280.019006 + Penalty 3362.363714 = -3233917.655292
  nChanged 333
		SP:Iteration 41Q (3782.020000 sec): 3 clusters
  Score: Raw -3237562.371017 + Penalty 3362.363714 = -3234200.007303
  nChanged 339
		SP:Iteration 42Q (3782.330000 sec): 3 clusters
  Score: Raw -3237818.949108 + Penalty 3362.363714 = -3234456.585394
  nChanged 359
		SP:Iteration 43Q (3782.650000 sec): 3 clusters
  Score: Raw -3238097.835547 + Penalty 3362.363714 = -3234735.471833
  nChanged 441
		SP:Iteration 44Q (3782.950000 sec): 3 clusters
  Score: Raw -3238523.872367 + Penalty 3362.363714 = -3235161.508653
  nChanged 542
		SP:Iteration 45Q (3783.270000 sec): 3 clusters
  Score: Raw -3239073.974333 + Penalty 3362.363714 = -3235711.610619
  nChanged 512
		SP:Iteration 46Q (3783.600000 sec): 3 clusters
  Score: Raw -3239502.549820 + Penalty 3362.363714 = -3236140.186106
  nChanged 381
		SP:Iteration 47Q (3783.920000 sec): 3 clusters
  Score: Raw -3239759.921312 + Penalty 3362.363714 = -3236397.557598
  nChanged 273
		SP:Iteration 48Q (3784.220000 sec): 3 clusters
  Score: Raw -3239909.628085 + Penalty 3362.363714 = -3236547.264371
  nChanged 182
		SP:Iteration 49Q (3784.590000 sec): 3 clusters
  Score: Raw -3239981.225114 + Penalty 3362.363714 = -3236618.861400
  nChanged 116
		SP:Iteration 50Q (3784.900000 sec): 3 clusters
  Score: Raw -3240031.545267 + Penalty 3362.363714 = -3236669.181553
  nChanged 82
		SP:Iteration 51Q (3785.220000 sec): 3 clusters
  Score: Raw -3240058.407825 + Penalty 3362.363714 = -3236696.044111
  nChanged 59
		SP:Iteration 52Q (3785.550000 sec): 3 clusters
  Score: Raw -3240074.816853 + Penalty 3362.363714 = -3236712.453139
  nChanged 29
		SP:Iteration 53Q (3785.850000 sec): 3 clusters
  Score: Raw -3240081.920237 + Penalty 3362.363714 = -3236719.556523
  nChanged 25
		SP:Iteration 54Q (3786.160000 sec): 3 clusters
  Score: Raw -3240085.843387 + Penalty 3362.363714 = -3236723.479673
  nChanged 15
		SP:Iteration 55Q (3786.420000 sec): 3 clusters
  Score: Raw -3240087.353777 + Penalty 3362.363714 = -3236724.990063
  nChanged 11
		SP:Iteration 56Q (3786.710000 sec): 3 clusters
  Score: Raw -3240092.595923 + Penalty 3362.363714 = -3236730.232209
  nChanged 8
		SP:Iteration 57Q (3787.020000 sec): 3 clusters
  Score: Raw -3240093.098176 + Penalty 3362.363714 = -3236730.734462
  nChanged 4
		SP:Iteration 58Q (3787.340000 sec): 3 clusters
  Score: Raw -3240095.313771 + Penalty 3362.363714 = -3236732.950057
  nChanged 2
		SP:Iteration 59Q (3787.640000 sec): 3 clusters
  Score: Raw -3240095.434302 + Penalty 3362.363714 = -3236733.070588
  nChanged 1
		SP:Iteration 60F (3787.950000 sec): 3 clusters
  Score: Raw -3240436.390757 + Penalty 3362.363714 = -3237074.027042
  nChanged 256
		SP:Iteration 61Q (3788.270000 sec): 3 clusters
  Score: Raw -3240703.268841 + Penalty 3362.363714 = -3237340.905127
  nChanged 170
		SP:Iteration 62Q (3788.560000 sec): 3 clusters
  Score: Raw -3240772.920841 + Penalty 3362.363714 = -3237410.557127
  nChanged 120
		SP:Iteration 63Q (3788.870000 sec): 3 clusters
  Score: Raw -3240808.069457 + Penalty 3362.363714 = -3237445.705743
  nChanged 84
		SP:Iteration 64Q (3789.210000 sec): 3 clusters
  Score: Raw -3240824.294457 + Penalty 3362.363714 = -3237461.930743
  nChanged 55
		SP:Iteration 65Q (3789.470000 sec): 3 clusters
  Score: Raw -3240832.708137 + Penalty 3362.363714 = -3237470.344423
  nChanged 38
		SP:Iteration 66Q (3789.790000 sec): 3 clusters
  Score: Raw -3240838.661541 + Penalty 3362.363714 = -3237476.297827
  nChanged 32
		SP:Iteration 67Q (3790.100000 sec): 3 clusters
  Score: Raw -3240842.759257 + Penalty 3362.363714 = -3237480.395543
  nChanged 19
		SP:Iteration 68Q (3790.440000 sec): 3 clusters
  Score: Raw -3240844.523451 + Penalty 3362.363714 = -3237482.159737
  nChanged 9
		SP:Iteration 69Q (3790.710000 sec): 3 clusters
  Score: Raw -3240845.074349 + Penalty 3362.363714 = -3237482.710634
  nChanged 5
		SP:Iteration 70Q (3791.050000 sec): 3 clusters
  Score: Raw -3240845.354645 + Penalty 3362.363714 = -3237482.990931
  nChanged 3
		SP:Iteration 71Q (3791.370000 sec): 3 clusters
  Score: Raw -3240845.502145 + Penalty 3362.363714 = -3237483.138431
  nChanged 3
		SP:Iteration 72Q (3791.680000 sec): 3 clusters
  Score: Raw -3240845.642869 + Penalty 3362.363714 = -3237483.279155
  nChanged 2
		SP:Iteration 73Q (3791.990000 sec): 3 clusters
  Score: Raw -3240845.763147 + Penalty 3362.363714 = -3237483.399433
  nChanged 1
		SP:Iteration 74Q (3792.330000 sec): 3 clusters
  Score: Raw -3240845.892162 + Penalty 3362.363714 = -3237483.528448
  nChanged 1
		SP:Iteration 75Q (3792.590000 sec): 3 clusters
  Score: Raw -3240845.970328 + Penalty 3362.363714 = -3237483.606614
  nChanged 0
		SP:Iteration 76F (3792.900000 sec): 3 clusters
  Score: Raw -3240845.970328 + Penalty 3362.363714 = -3237483.606614
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (37158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3793.160000 sec): 2 clusters
  Score: Raw -3608837.011613 + Penalty 1709.976835 = -3607127.034778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3793.500000 sec): 3 clusters
  Score: Raw -3585684.101847 + Penalty 3419.953670 = -3582264.148177
  nChanged 17302
		SP:Iteration 1F (3793.830000 sec): 3 clusters
  Score: Raw -3596415.545012 + Penalty 3419.953670 = -3592995.591342
  nChanged 2394
		SP:Iteration 2F (3794.210000 sec): 3 clusters
  Score: Raw -3597893.760032 + Penalty 3419.953670 = -3594473.806362
  nChanged 2536
		SP:Iteration 3F (3794.540000 sec): 3 clusters
  Score: Raw -3599416.752760 + Penalty 3419.953670 = -3595996.799090
  nChanged 2410
		SP:Iteration 4F (3794.930000 sec): 3 clusters
  Score: Raw -3600824.781487 + Penalty 3419.953670 = -3597404.827816
  nChanged 2306
		SP:Iteration 5F (3795.250000 sec): 3 clusters
  Score: Raw -3602167.052450 + Penalty 3419.953670 = -3598747.098780
  nChanged 2082
		SP:Iteration 6F (3795.580000 sec): 3 clusters
  Score: Raw -3603374.059976 + Penalty 3419.953670 = -3599954.106306
  nChanged 1897
		SP:Iteration 7F (3795.920000 sec): 3 clusters
  Score: Raw -3604455.245089 + Penalty 3419.953670 = -3601035.291419
  nChanged 1646
		SP:Iteration 8Q (3796.310000 sec): 3 clusters
  Score: Raw -3605320.496459 + Penalty 3419.953670 = -3601900.542789
  nChanged 1383
		SP:Iteration 9Q (3796.650000 sec): 3 clusters
  Score: Raw -3605962.973390 + Penalty 3419.953670 = -3602543.019720
  nChanged 1088
		SP:Iteration 10Q (3797.010000 sec): 3 clusters
  Score: Raw -3606377.070818 + Penalty 3419.953670 = -3602957.117148
  nChanged 831
		SP:Iteration 11Q (3797.330000 sec): 3 clusters
  Score: Raw -3606651.598196 + Penalty 3419.953670 = -3603231.644526
  nChanged 655
		SP:Iteration 12Q (3797.650000 sec): 3 clusters
  Score: Raw -3606832.795590 + Penalty 3419.953670 = -3603412.841920
  nChanged 513
		SP:Iteration 13Q (3797.950000 sec): 3 clusters
  Score: Raw -3606961.881656 + Penalty 3419.953670 = -3603541.927986
  nChanged 420
		SP:Iteration 14Q (3798.240000 sec): 3 clusters
  Score: Raw -3607070.695693 + Penalty 3419.953670 = -3603650.742022
  nChanged 419
		SP:Iteration 15Q (3798.540000 sec): 3 clusters
  Score: Raw -3607181.674443 + Penalty 3419.953670 = -3603761.720773
  nChanged 418
		SP:Iteration 16Q (3798.860000 sec): 3 clusters
  Score: Raw -3607284.674980 + Penalty 3419.953670 = -3603864.721310
  nChanged 374
		SP:Iteration 17Q (3799.190000 sec): 3 clusters
  Score: Raw -3607378.036294 + Penalty 3419.953670 = -3603958.082624
  nChanged 384
		SP:Iteration 18Q (3799.470000 sec): 3 clusters
  Score: Raw -3607481.526688 + Penalty 3419.953670 = -3604061.573017
  nChanged 393
		SP:Iteration 19Q (3799.770000 sec): 3 clusters
  Score: Raw -3607574.232298 + Penalty 3419.953670 = -3604154.278628
  nChanged 395
		SP:Iteration 20F (3800.100000 sec): 3 clusters
  Score: Raw -3607664.354850 + Penalty 3419.953670 = -3604244.401179
  nChanged 378
		SP:Iteration 21Q (3800.420000 sec): 3 clusters
  Score: Raw -3607750.312713 + Penalty 3419.953670 = -3604330.359043
  nChanged 353
		SP:Iteration 22Q (3800.820000 sec): 3 clusters
  Score: Raw -3607830.995669 + Penalty 3419.953670 = -3604411.041999
  nChanged 363
		SP:Iteration 23Q (3801.160000 sec): 3 clusters
  Score: Raw -3607919.538098 + Penalty 3419.953670 = -3604499.584427
  nChanged 361
		SP:Iteration 24Q (3801.530000 sec): 3 clusters
  Score: Raw -3608017.373246 + Penalty 3419.953670 = -3604597.419576
  nChanged 384
		SP:Iteration 25Q (3801.910000 sec): 3 clusters
  Score: Raw -3608132.597445 + Penalty 3419.953670 = -3604712.643775
  nChanged 398
		SP:Iteration 26Q (3802.240000 sec): 3 clusters
  Score: Raw -3608266.237692 + Penalty 3419.953670 = -3604846.284021
  nChanged 428
		SP:Iteration 27Q (3802.580000 sec): 3 clusters
  Score: Raw -3608420.811049 + Penalty 3419.953670 = -3605000.857378
  nChanged 449
		SP:Iteration 28Q (3802.940000 sec): 3 clusters
  Score: Raw -3608591.251258 + Penalty 3419.953670 = -3605171.297588
  nChanged 434
		SP:Iteration 29Q (3803.240000 sec): 3 clusters
  Score: Raw -3608767.928792 + Penalty 3419.953670 = -3605347.975122
  nChanged 446
		SP:Iteration 30Q (3803.640000 sec): 3 clusters
  Score: Raw -3608962.239246 + Penalty 3419.953670 = -3605542.285576
  nChanged 422
		SP:Iteration 31Q (3803.930000 sec): 3 clusters
  Score: Raw -3609141.457266 + Penalty 3419.953670 = -3605721.503595
  nChanged 384
		SP:Iteration 32Q (3804.270000 sec): 3 clusters
  Score: Raw -3609323.331732 + Penalty 3419.953670 = -3605903.378061
  nChanged 396
		SP:Iteration 33Q (3804.630000 sec): 3 clusters
  Score: Raw -3609520.311052 + Penalty 3419.953670 = -3606100.357381
  nChanged 371
		SP:Iteration 34Q (3804.950000 sec): 3 clusters
  Score: Raw -3609704.019264 + Penalty 3419.953670 = -3606284.065593
  nChanged 344
		SP:Iteration 35Q (3805.230000 sec): 3 clusters
  Score: Raw -3609861.198714 + Penalty 3419.953670 = -3606441.245044
  nChanged 320
		SP:Iteration 36Q (3805.570000 sec): 3 clusters
  Score: Raw -3609996.692372 + Penalty 3419.953670 = -3606576.738701
  nChanged 287
		SP:Iteration 37Q (3805.950000 sec): 3 clusters
  Score: Raw -3610094.667782 + Penalty 3419.953670 = -3606674.714111
  nChanged 255
		SP:Iteration 38Q (3806.260000 sec): 3 clusters
  Score: Raw -3610168.803543 + Penalty 3419.953670 = -3606748.849873
  nChanged 222
		SP:Iteration 39Q (3806.670000 sec): 3 clusters
  Score: Raw -3610235.734286 + Penalty 3419.953670 = -3606815.780616
  nChanged 195
		SP:Iteration 40F (3807.090000 sec): 3 clusters
  Score: Raw -3610296.869641 + Penalty 3419.953670 = -3606876.915971
  nChanged 185
		SP:Iteration 41Q (3807.430000 sec): 3 clusters
  Score: Raw -3610346.046920 + Penalty 3419.953670 = -3606926.093250
  nChanged 173
		SP:Iteration 42Q (3807.770000 sec): 3 clusters
  Score: Raw -3610394.631473 + Penalty 3419.953670 = -3606974.677803
  nChanged 179
		SP:Iteration 43Q (3808.130000 sec): 3 clusters
  Score: Raw -3610445.885242 + Penalty 3419.953670 = -3607025.931572
  nChanged 157
		SP:Iteration 44Q (3808.500000 sec): 3 clusters
  Score: Raw -3610491.672921 + Penalty 3419.953670 = -3607071.719251
  nChanged 141
		SP:Iteration 45Q (3808.900000 sec): 3 clusters
  Score: Raw -3610527.366932 + Penalty 3419.953670 = -3607107.413262
  nChanged 112
		SP:Iteration 46Q (3809.270000 sec): 3 clusters
  Score: Raw -3610554.419208 + Penalty 3419.953670 = -3607134.465538
  nChanged 100
		SP:Iteration 47Q (3809.670000 sec): 3 clusters
  Score: Raw -3610581.526217 + Penalty 3419.953670 = -3607161.572547
  nChanged 107
		SP:Iteration 48Q (3810.010000 sec): 3 clusters
  Score: Raw -3610605.690966 + Penalty 3419.953670 = -3607185.737296
  nChanged 102
		SP:Iteration 49Q (3810.390000 sec): 3 clusters
  Score: Raw -3610626.767292 + Penalty 3419.953670 = -3607206.813622
  nChanged 104
		SP:Iteration 50Q (3810.820000 sec): 3 clusters
  Score: Raw -3610651.146805 + Penalty 3419.953670 = -3607231.193134
  nChanged 103
		SP:Iteration 51Q (3811.250000 sec): 3 clusters
  Score: Raw -3610673.160075 + Penalty 3419.953670 = -3607253.206404
  nChanged 78
		SP:Iteration 52Q (3811.600000 sec): 3 clusters
  Score: Raw -3610691.109468 + Penalty 3419.953670 = -3607271.155798
  nChanged 70
		SP:Iteration 53Q (3811.970000 sec): 3 clusters
  Score: Raw -3610709.329380 + Penalty 3419.953670 = -3607289.375709
  nChanged 91
		SP:Iteration 54Q (3812.340000 sec): 3 clusters
  Score: Raw -3610727.411328 + Penalty 3419.953670 = -3607307.457657
  nChanged 82
		SP:Iteration 55Q (3812.680000 sec): 3 clusters
  Score: Raw -3610742.792432 + Penalty 3419.953670 = -3607322.838762
  nChanged 71
		SP:Iteration 56Q (3813.040000 sec): 3 clusters
  Score: Raw -3610755.472713 + Penalty 3419.953670 = -3607335.519043
  nChanged 78
		SP:Iteration 57Q (3813.400000 sec): 3 clusters
  Score: Raw -3610773.156295 + Penalty 3419.953670 = -3607353.202625
  nChanged 74
		SP:Iteration 58Q (3813.740000 sec): 3 clusters
  Score: Raw -3610792.943175 + Penalty 3419.953670 = -3607372.989505
  nChanged 59
		SP:Iteration 59Q (3814.050000 sec): 3 clusters
  Score: Raw -3610809.482825 + Penalty 3419.953670 = -3607389.529155
  nChanged 75
		SP:Iteration 60F (3814.460000 sec): 3 clusters
  Score: Raw -3610838.861390 + Penalty 3419.953670 = -3607418.907720
  nChanged 77
		SP:Iteration 61Q (3814.810000 sec): 3 clusters
  Score: Raw -3610865.822177 + Penalty 3419.953670 = -3607445.868507
  nChanged 76
		SP:Iteration 62Q (3815.160000 sec): 3 clusters
  Score: Raw -3610883.378137 + Penalty 3419.953670 = -3607463.424467
  nChanged 62
		SP:Iteration 63Q (3815.490000 sec): 3 clusters
  Score: Raw -3610896.274693 + Penalty 3419.953670 = -3607476.321022
  nChanged 63
		SP:Iteration 64Q (3815.900000 sec): 3 clusters
  Score: Raw -3610911.436916 + Penalty 3419.953670 = -3607491.483246
  nChanged 67
		SP:Iteration 65Q (3816.240000 sec): 3 clusters
  Score: Raw -3610927.875501 + Penalty 3419.953670 = -3607507.921830
  nChanged 74
		SP:Iteration 66Q (3816.600000 sec): 3 clusters
  Score: Raw -3610951.839648 + Penalty 3419.953670 = -3607531.885978
  nChanged 91
		SP:Iteration 67Q (3816.860000 sec): 3 clusters
  Score: Raw -3610976.898226 + Penalty 3419.953670 = -3607556.944556
  nChanged 94
		SP:Iteration 68Q (3817.210000 sec): 3 clusters
  Score: Raw -3611004.176745 + Penalty 3419.953670 = -3607584.223075
  nChanged 84
		SP:Iteration 69Q (3817.630000 sec): 3 clusters
  Score: Raw -3611028.627162 + Penalty 3419.953670 = -3607608.673492
  nChanged 72
		SP:Iteration 70Q (3817.980000 sec): 3 clusters
  Score: Raw -3611051.323367 + Penalty 3419.953670 = -3607631.369697
  nChanged 84
		SP:Iteration 71Q (3818.440000 sec): 3 clusters
  Score: Raw -3611072.721157 + Penalty 3419.953670 = -3607652.767487
  nChanged 76
		SP:Iteration 72Q (3818.810000 sec): 3 clusters
  Score: Raw -3611088.514330 + Penalty 3419.953670 = -3607668.560660
  nChanged 53
		SP:Iteration 73Q (3819.160000 sec): 3 clusters
  Score: Raw -3611098.394531 + Penalty 3419.953670 = -3607678.440861
  nChanged 50
		SP:Iteration 74Q (3819.470000 sec): 3 clusters
  Score: Raw -3611109.566922 + Penalty 3419.953670 = -3607689.613252
  nChanged 71
		SP:Iteration 75Q (3819.870000 sec): 3 clusters
  Score: Raw -3611126.251121 + Penalty 3419.953670 = -3607706.297450
  nChanged 69
		SP:Iteration 76Q (3820.210000 sec): 3 clusters
  Score: Raw -3611141.758449 + Penalty 3419.953670 = -3607721.804778
  nChanged 47
		SP:Iteration 77Q (3820.580000 sec): 3 clusters
  Score: Raw -3611150.348977 + Penalty 3419.953670 = -3607730.395306
  nChanged 37
		SP:Iteration 78Q (3820.940000 sec): 3 clusters
  Score: Raw -3611154.894539 + Penalty 3419.953670 = -3607734.940869
  nChanged 21
		SP:Iteration 79Q (3821.330000 sec): 3 clusters
  Score: Raw -3611157.729732 + Penalty 3419.953670 = -3607737.776062
  nChanged 15
		SP:Iteration 80F (3821.670000 sec): 3 clusters
  Score: Raw -3611160.462071 + Penalty 3419.953670 = -3607740.508400
  nChanged 16
		SP:Iteration 81Q (3822.050000 sec): 3 clusters
  Score: Raw -3611162.297649 + Penalty 3419.953670 = -3607742.343978
  nChanged 17
		SP:Iteration 82Q (3822.440000 sec): 3 clusters
  Score: Raw -3611164.402742 + Penalty 3419.953670 = -3607744.449072
  nChanged 22
		SP:Iteration 83Q (3822.830000 sec): 3 clusters
  Score: Raw -3611166.723870 + Penalty 3419.953670 = -3607746.770200
  nChanged 12
		SP:Iteration 84Q (3823.150000 sec): 3 clusters
  Score: Raw -3611168.068548 + Penalty 3419.953670 = -3607748.114878
  nChanged 10
		SP:Iteration 85Q (3823.510000 sec): 3 clusters
  Score: Raw -3611168.884419 + Penalty 3419.953670 = -3607748.930748
  nChanged 6
		SP:Iteration 86Q (3823.870000 sec): 3 clusters
  Score: Raw -3611169.453044 + Penalty 3419.953670 = -3607749.499374
  nChanged 8
		SP:Iteration 87Q (3824.200000 sec): 3 clusters
  Score: Raw -3611170.447547 + Penalty 3419.953670 = -3607750.493877
  nChanged 5
		SP:Iteration 88Q (3824.570000 sec): 3 clusters
  Score: Raw -3611170.978366 + Penalty 3419.953670 = -3607751.024696
  nChanged 8
		SP:Iteration 89Q (3824.930000 sec): 3 clusters
  Score: Raw -3611171.647228 + Penalty 3419.953670 = -3607751.693558
  nChanged 10
		SP:Iteration 90Q (3825.260000 sec): 3 clusters
  Score: Raw -3611172.893075 + Penalty 3419.953670 = -3607752.939405
  nChanged 11
		SP:Iteration 91Q (3825.600000 sec): 3 clusters
  Score: Raw -3611173.947914 + Penalty 3419.953670 = -3607753.994244
  nChanged 14
		SP:Iteration 92Q (3825.930000 sec): 3 clusters
  Score: Raw -3611175.735396 + Penalty 3419.953670 = -3607755.781725
  nChanged 16
		SP:Iteration 93Q (3826.320000 sec): 3 clusters
  Score: Raw -3611177.513749 + Penalty 3419.953670 = -3607757.560079
  nChanged 13
		SP:Iteration 94Q (3826.690000 sec): 3 clusters
  Score: Raw -3611178.786902 + Penalty 3419.953670 = -3607758.833232
  nChanged 14
		SP:Iteration 95Q (3827.030000 sec): 3 clusters
  Score: Raw -3611180.470143 + Penalty 3419.953670 = -3607760.516472
  nChanged 8
		SP:Iteration 96Q (3827.400000 sec): 3 clusters
  Score: Raw -3611181.423712 + Penalty 3419.953670 = -3607761.470041
  nChanged 5
		SP:Iteration 97Q (3827.780000 sec): 3 clusters
  Score: Raw -3611181.824767 + Penalty 3419.953670 = -3607761.871097
  nChanged 3
		SP:Iteration 98Q (3828.110000 sec): 3 clusters
  Score: Raw -3611181.951027 + Penalty 3419.953670 = -3607761.997357
  nChanged 3
		SP:Iteration 99Q (3828.460000 sec): 3 clusters
  Score: Raw -3611182.148218 + Penalty 3419.953670 = -3607762.194548
  nChanged 2
		SP:Iteration 100F (3828.840000 sec): 3 clusters
  Score: Raw -3611182.262495 + Penalty 3419.953670 = -3607762.308824
  nChanged 2
		SP:Iteration 101Q (3829.230000 sec): 3 clusters
  Score: Raw -3611182.563630 + Penalty 3419.953670 = -3607762.609960
  nChanged 1
		SP:Iteration 102Q (3829.570000 sec): 3 clusters
  Score: Raw -3611182.644017 + Penalty 3419.953670 = -3607762.690347
  nChanged 3
		SP:Iteration 103Q (3829.880000 sec): 3 clusters
  Score: Raw -3611182.854728 + Penalty 3419.953670 = -3607762.901058
  nChanged 4
		SP:Iteration 104Q (3830.260000 sec): 3 clusters
  Score: Raw -3611183.154647 + Penalty 3419.953670 = -3607763.200977
  nChanged 3
		SP:Iteration 105Q (3830.590000 sec): 3 clusters
  Score: Raw -3611183.458102 + Penalty 3419.953670 = -3607763.504432
  nChanged 2
		SP:Iteration 106Q (3830.940000 sec): 3 clusters
  Score: Raw -3611183.695534 + Penalty 3419.953670 = -3607763.741863
  nChanged 4
		SP:Iteration 107Q (3831.280000 sec): 3 clusters
  Score: Raw -3611184.189381 + Penalty 3419.953670 = -3607764.235711
  nChanged 3
		SP:Iteration 108Q (3831.640000 sec): 3 clusters
  Score: Raw -3611184.317551 + Penalty 3419.953670 = -3607764.363881
  nChanged 1
		SP:Iteration 109Q (3832.000000 sec): 3 clusters
  Score: Raw -3611184.337394 + Penalty 3419.953670 = -3607764.383724
  nChanged 0
		SP:Iteration 110F (3832.360000 sec): 3 clusters
  Score: Raw -3611184.337394 + Penalty 3419.953670 = -3607764.383724
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (22024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3832.600000 sec): 2 clusters
  Score: Raw -2242939.150641 + Penalty 1624.981808 = -2241314.168833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3832.950000 sec): 3 clusters
  Score: Raw -2229676.090500 + Penalty 3249.963615 = -2226426.126885
  nChanged 9875
		SP:Iteration 1F (3833.270000 sec): 3 clusters
  Score: Raw -2235477.776083 + Penalty 3249.963615 = -2232227.812468
  nChanged 1658
		SP:Iteration 2F (3833.560000 sec): 3 clusters
  Score: Raw -2236827.406093 + Penalty 3249.963615 = -2233577.442477
  nChanged 1996
		SP:Iteration 3F (3833.860000 sec): 3 clusters
  Score: Raw -2238702.560260 + Penalty 3249.963615 = -2235452.596645
  nChanged 2083
		SP:Iteration 4F (3834.170000 sec): 3 clusters
  Score: Raw -2240695.083839 + Penalty 3249.963615 = -2237445.120224
  nChanged 1792
		SP:Iteration 5F (3834.480000 sec): 3 clusters
  Score: Raw -2242019.043659 + Penalty 3249.963615 = -2238769.080044
  nChanged 1218
		SP:Iteration 6F (3834.740000 sec): 3 clusters
  Score: Raw -2242661.495794 + Penalty 3249.963615 = -2239411.532179
  nChanged 815
		SP:Iteration 7Q (3835.000000 sec): 3 clusters
  Score: Raw -2242961.433465 + Penalty 3249.963615 = -2239711.469849
  nChanged 517
		SP:Iteration 8Q (3835.280000 sec): 3 clusters
  Score: Raw -2243107.272698 + Penalty 3249.963615 = -2239857.309083
  nChanged 380
		SP:Iteration 9Q (3835.530000 sec): 3 clusters
  Score: Raw -2243201.754083 + Penalty 3249.963615 = -2239951.790468
  nChanged 310
		SP:Iteration 10Q (3835.830000 sec): 3 clusters
  Score: Raw -2243267.418795 + Penalty 3249.963615 = -2240017.455180
  nChanged 266
		SP:Iteration 11Q (3836.080000 sec): 3 clusters
  Score: Raw -2243319.489527 + Penalty 3249.963615 = -2240069.525912
  nChanged 239
		SP:Iteration 12Q (3836.380000 sec): 3 clusters
  Score: Raw -2243368.487360 + Penalty 3249.963615 = -2240118.523745
  nChanged 228
		SP:Iteration 13Q (3836.680000 sec): 3 clusters
  Score: Raw -2243411.545341 + Penalty 3249.963615 = -2240161.581726
  nChanged 220
		SP:Iteration 14Q (3836.990000 sec): 3 clusters
  Score: Raw -2243454.998247 + Penalty 3249.963615 = -2240205.034631
  nChanged 251
		SP:Iteration 15Q (3837.280000 sec): 3 clusters
  Score: Raw -2243508.862284 + Penalty 3249.963615 = -2240258.898669
  nChanged 250
		SP:Iteration 16Q (3837.570000 sec): 3 clusters
  Score: Raw -2243564.407372 + Penalty 3249.963615 = -2240314.443757
  nChanged 265
		SP:Iteration 17Q (3837.870000 sec): 3 clusters
  Score: Raw -2243623.135792 + Penalty 3249.963615 = -2240373.172176
  nChanged 258
		SP:Iteration 18Q (3838.150000 sec): 3 clusters
  Score: Raw -2243675.194055 + Penalty 3249.963615 = -2240425.230440
  nChanged 243
		SP:Iteration 19Q (3838.460000 sec): 3 clusters
  Score: Raw -2243723.195389 + Penalty 3249.963615 = -2240473.231773
  nChanged 240
		SP:Iteration 20F (3838.770000 sec): 3 clusters
  Score: Raw -2243774.933245 + Penalty 3249.963615 = -2240524.969629
  nChanged 242
		SP:Iteration 21Q (3839.040000 sec): 3 clusters
  Score: Raw -2243826.820023 + Penalty 3249.963615 = -2240576.856408
  nChanged 247
		SP:Iteration 22Q (3839.380000 sec): 3 clusters
  Score: Raw -2243880.499757 + Penalty 3249.963615 = -2240630.536141
  nChanged 230
		SP:Iteration 23Q (3839.690000 sec): 3 clusters
  Score: Raw -2243923.732368 + Penalty 3249.963615 = -2240673.768753
  nChanged 199
		SP:Iteration 24Q (3840.000000 sec): 3 clusters
  Score: Raw -2243956.207346 + Penalty 3249.963615 = -2240706.243731
  nChanged 181
		SP:Iteration 25Q (3840.300000 sec): 3 clusters
  Score: Raw -2243988.239862 + Penalty 3249.963615 = -2240738.276247
  nChanged 190
		SP:Iteration 26Q (3840.590000 sec): 3 clusters
  Score: Raw -2244020.081048 + Penalty 3249.963615 = -2240770.117433
  nChanged 181
		SP:Iteration 27Q (3840.890000 sec): 3 clusters
  Score: Raw -2244050.507389 + Penalty 3249.963615 = -2240800.543774
  nChanged 170
		SP:Iteration 28Q (3841.210000 sec): 3 clusters
  Score: Raw -2244079.492959 + Penalty 3249.963615 = -2240829.529344
  nChanged 174
		SP:Iteration 29Q (3841.520000 sec): 3 clusters
  Score: Raw -2244107.000160 + Penalty 3249.963615 = -2240857.036545
  nChanged 137
		SP:Iteration 30Q (3841.800000 sec): 3 clusters
  Score: Raw -2244124.354915 + Penalty 3249.963615 = -2240874.391299
  nChanged 116
		SP:Iteration 31Q (3842.080000 sec): 3 clusters
  Score: Raw -2244137.904841 + Penalty 3249.963615 = -2240887.941225
  nChanged 115
		SP:Iteration 32Q (3842.420000 sec): 3 clusters
  Score: Raw -2244151.883519 + Penalty 3249.963615 = -2240901.919903
  nChanged 114
		SP:Iteration 33Q (3842.700000 sec): 3 clusters
  Score: Raw -2244166.595236 + Penalty 3249.963615 = -2240916.631621
  nChanged 111
		SP:Iteration 34Q (3842.930000 sec): 3 clusters
  Score: Raw -2244182.418506 + Penalty 3249.963615 = -2240932.454891
  nChanged 107
		SP:Iteration 35Q (3843.250000 sec): 3 clusters
  Score: Raw -2244196.972264 + Penalty 3249.963615 = -2240947.008648
  nChanged 114
		SP:Iteration 36Q (3843.530000 sec): 3 clusters
  Score: Raw -2244212.573570 + Penalty 3249.963615 = -2240962.609954
  nChanged 110
		SP:Iteration 37Q (3843.810000 sec): 3 clusters
  Score: Raw -2244227.228682 + Penalty 3249.963615 = -2240977.265067
  nChanged 99
		SP:Iteration 38Q (3844.110000 sec): 3 clusters
  Score: Raw -2244239.561446 + Penalty 3249.963615 = -2240989.597831
  nChanged 94
		SP:Iteration 39Q (3844.420000 sec): 3 clusters
  Score: Raw -2244251.130876 + Penalty 3249.963615 = -2241001.167261
  nChanged 89
		SP:Iteration 40F (3844.710000 sec): 3 clusters
  Score: Raw -2244263.183589 + Penalty 3249.963615 = -2241013.219974
  nChanged 91
		SP:Iteration 41Q (3845.010000 sec): 3 clusters
  Score: Raw -2244274.760072 + Penalty 3249.963615 = -2241024.796457
  nChanged 86
		SP:Iteration 42Q (3845.270000 sec): 3 clusters
  Score: Raw -2244285.546419 + Penalty 3249.963615 = -2241035.582804
  nChanged 110
		SP:Iteration 43Q (3845.590000 sec): 3 clusters
  Score: Raw -2244299.538088 + Penalty 3249.963615 = -2241049.574473
  nChanged 96
		SP:Iteration 44Q (3845.880000 sec): 3 clusters
  Score: Raw -2244312.308584 + Penalty 3249.963615 = -2241062.344969
  nChanged 98
		SP:Iteration 45Q (3846.210000 sec): 3 clusters
  Score: Raw -2244325.684969 + Penalty 3249.963615 = -2241075.721354
  nChanged 90
		SP:Iteration 46Q (3846.500000 sec): 3 clusters
  Score: Raw -2244336.417606 + Penalty 3249.963615 = -2241086.453991
  nChanged 70
		SP:Iteration 47Q (3846.800000 sec): 3 clusters
  Score: Raw -2244343.930295 + Penalty 3249.963615 = -2241093.966680
  nChanged 66
		SP:Iteration 48Q (3847.130000 sec): 3 clusters
  Score: Raw -2244349.838283 + Penalty 3249.963615 = -2241099.874668
  nChanged 47
		SP:Iteration 49Q (3847.410000 sec): 3 clusters
  Score: Raw -2244354.802744 + Penalty 3249.963615 = -2241104.839128
  nChanged 62
		SP:Iteration 50Q (3847.670000 sec): 3 clusters
  Score: Raw -2244362.586449 + Penalty 3249.963615 = -2241112.622834
  nChanged 60
		SP:Iteration 51Q (3847.940000 sec): 3 clusters
  Score: Raw -2244369.358987 + Penalty 3249.963615 = -2241119.395372
  nChanged 54
		SP:Iteration 52Q (3848.230000 sec): 3 clusters
  Score: Raw -2244375.676774 + Penalty 3249.963615 = -2241125.713159
  nChanged 62
		SP:Iteration 53Q (3848.520000 sec): 3 clusters
  Score: Raw -2244382.921723 + Penalty 3249.963615 = -2241132.958108
  nChanged 59
		SP:Iteration 54Q (3848.790000 sec): 3 clusters
  Score: Raw -2244388.840602 + Penalty 3249.963615 = -2241138.876987
  nChanged 53
		SP:Iteration 55Q (3849.110000 sec): 3 clusters
  Score: Raw -2244393.581161 + Penalty 3249.963615 = -2241143.617546
  nChanged 35
		SP:Iteration 56Q (3849.350000 sec): 3 clusters
  Score: Raw -2244396.599112 + Penalty 3249.963615 = -2241146.635496
  nChanged 32
		SP:Iteration 57Q (3849.690000 sec): 3 clusters
  Score: Raw -2244399.344448 + Penalty 3249.963615 = -2241149.380833
  nChanged 38
		SP:Iteration 58Q (3850.010000 sec): 3 clusters
  Score: Raw -2244403.092392 + Penalty 3249.963615 = -2241153.128776
  nChanged 44
		SP:Iteration 59Q (3850.320000 sec): 3 clusters
  Score: Raw -2244406.972251 + Penalty 3249.963615 = -2241157.008636
  nChanged 39
		SP:Iteration 60F (3850.560000 sec): 3 clusters
  Score: Raw -2244410.318841 + Penalty 3249.963615 = -2241160.355226
  nChanged 45
		SP:Iteration 61Q (3850.900000 sec): 3 clusters
  Score: Raw -2244414.473249 + Penalty 3249.963615 = -2241164.509634
  nChanged 39
		SP:Iteration 62Q (3851.200000 sec): 3 clusters
  Score: Raw -2244417.721209 + Penalty 3249.963615 = -2241167.757594
  nChanged 30
		SP:Iteration 63Q (3851.510000 sec): 3 clusters
  Score: Raw -2244420.422461 + Penalty 3249.963615 = -2241170.458846
  nChanged 33
		SP:Iteration 64Q (3851.800000 sec): 3 clusters
  Score: Raw -2244423.658067 + Penalty 3249.963615 = -2241173.694451
  nChanged 35
		SP:Iteration 65Q (3852.150000 sec): 3 clusters
  Score: Raw -2244426.374482 + Penalty 3249.963615 = -2241176.410867
  nChanged 26
		SP:Iteration 66Q (3852.390000 sec): 3 clusters
  Score: Raw -2244428.505347 + Penalty 3249.963615 = -2241178.541732
  nChanged 28
		SP:Iteration 67Q (3852.730000 sec): 3 clusters
  Score: Raw -2244430.702836 + Penalty 3249.963615 = -2241180.739221
  nChanged 25
		SP:Iteration 68Q (3852.990000 sec): 3 clusters
  Score: Raw -2244432.775351 + Penalty 3249.963615 = -2241182.811736
  nChanged 19
		SP:Iteration 69Q (3853.250000 sec): 3 clusters
  Score: Raw -2244434.328277 + Penalty 3249.963615 = -2241184.364661
  nChanged 21
		SP:Iteration 70Q (3853.530000 sec): 3 clusters
  Score: Raw -2244436.415461 + Penalty 3249.963615 = -2241186.451846
  nChanged 25
		SP:Iteration 71Q (3853.840000 sec): 3 clusters
  Score: Raw -2244438.563194 + Penalty 3249.963615 = -2241188.599578
  nChanged 15
		SP:Iteration 72Q (3854.130000 sec): 3 clusters
  Score: Raw -2244439.707537 + Penalty 3249.963615 = -2241189.743922
  nChanged 18
		SP:Iteration 73Q (3854.410000 sec): 3 clusters
  Score: Raw -2244441.275297 + Penalty 3249.963615 = -2241191.311682
  nChanged 22
		SP:Iteration 74Q (3854.700000 sec): 3 clusters
  Score: Raw -2244443.120359 + Penalty 3249.963615 = -2241193.156744
  nChanged 24
		SP:Iteration 75Q (3855.020000 sec): 3 clusters
  Score: Raw -2244445.464466 + Penalty 3249.963615 = -2241195.500851
  nChanged 28
		SP:Iteration 76Q (3855.300000 sec): 3 clusters
  Score: Raw -2244448.121635 + Penalty 3249.963615 = -2241198.158020
  nChanged 37
		SP:Iteration 77Q (3855.610000 sec): 3 clusters
  Score: Raw -2244451.776098 + Penalty 3249.963615 = -2241201.812483
  nChanged 33
		SP:Iteration 78Q (3855.910000 sec): 3 clusters
  Score: Raw -2244455.320377 + Penalty 3249.963615 = -2241205.356762
  nChanged 31
		SP:Iteration 79Q (3856.210000 sec): 3 clusters
  Score: Raw -2244459.685690 + Penalty 3249.963615 = -2241209.722075
  nChanged 47
		SP:Iteration 80F (3856.520000 sec): 3 clusters
  Score: Raw -2244464.798826 + Penalty 3249.963615 = -2241214.835211
  nChanged 43
		SP:Iteration 81Q (3856.810000 sec): 3 clusters
  Score: Raw -2244469.697502 + Penalty 3249.963615 = -2241219.733887
  nChanged 40
		SP:Iteration 82Q (3857.080000 sec): 3 clusters
  Score: Raw -2244473.370237 + Penalty 3249.963615 = -2241223.406622
  nChanged 42
		SP:Iteration 83Q (3857.340000 sec): 3 clusters
  Score: Raw -2244478.150028 + Penalty 3249.963615 = -2241228.186413
  nChanged 56
		SP:Iteration 84Q (3857.660000 sec): 3 clusters
  Score: Raw -2244485.042136 + Penalty 3249.963615 = -2241235.078521
  nChanged 49
		SP:Iteration 85Q (3857.980000 sec): 3 clusters
  Score: Raw -2244490.836009 + Penalty 3249.963615 = -2241240.872394
  nChanged 41
		SP:Iteration 86Q (3858.310000 sec): 3 clusters
  Score: Raw -2244495.220496 + Penalty 3249.963615 = -2241245.256881
  nChanged 39
		SP:Iteration 87Q (3858.540000 sec): 3 clusters
  Score: Raw -2244498.695625 + Penalty 3249.963615 = -2241248.732010
  nChanged 40
		SP:Iteration 88Q (3858.860000 sec): 3 clusters
  Score: Raw -2244502.686758 + Penalty 3249.963615 = -2241252.723143
  nChanged 43
		SP:Iteration 89Q (3859.170000 sec): 3 clusters
  Score: Raw -2244507.551188 + Penalty 3249.963615 = -2241257.587573
  nChanged 38
		SP:Iteration 90Q (3859.520000 sec): 3 clusters
  Score: Raw -2244512.856264 + Penalty 3249.963615 = -2241262.892649
  nChanged 53
		SP:Iteration 91Q (3859.860000 sec): 3 clusters
  Score: Raw -2244519.515333 + Penalty 3249.963615 = -2241269.551718
  nChanged 57
		SP:Iteration 92Q (3860.160000 sec): 3 clusters
  Score: Raw -2244526.434640 + Penalty 3249.963615 = -2241276.471025
  nChanged 52
		SP:Iteration 93Q (3860.420000 sec): 3 clusters
  Score: Raw -2244532.034646 + Penalty 3249.963615 = -2241282.071030
  nChanged 39
		SP:Iteration 94Q (3860.720000 sec): 3 clusters
  Score: Raw -2244535.821531 + Penalty 3249.963615 = -2241285.857916
  nChanged 25
		SP:Iteration 95Q (3861.020000 sec): 3 clusters
  Score: Raw -2244537.910150 + Penalty 3249.963615 = -2241287.946535
  nChanged 21
		SP:Iteration 96Q (3861.310000 sec): 3 clusters
  Score: Raw -2244539.302408 + Penalty 3249.963615 = -2241289.338793
  nChanged 13
		SP:Iteration 97Q (3861.640000 sec): 3 clusters
  Score: Raw -2244540.336063 + Penalty 3249.963615 = -2241290.372447
  nChanged 19
		SP:Iteration 98Q (3861.980000 sec): 3 clusters
  Score: Raw -2244542.059828 + Penalty 3249.963615 = -2241292.096213
  nChanged 18
		SP:Iteration 99Q (3862.290000 sec): 3 clusters
  Score: Raw -2244543.641621 + Penalty 3249.963615 = -2241293.678006
  nChanged 18
		SP:Iteration 100F (3862.580000 sec): 3 clusters
  Score: Raw -2244545.235674 + Penalty 3249.963615 = -2241295.272059
  nChanged 18
		SP:Iteration 101Q (3862.930000 sec): 3 clusters
  Score: Raw -2244546.692052 + Penalty 3249.963615 = -2241296.728436
  nChanged 18
		SP:Iteration 102Q (3863.190000 sec): 3 clusters
  Score: Raw -2244548.321330 + Penalty 3249.963615 = -2241298.357715
  nChanged 18
		SP:Iteration 103Q (3863.540000 sec): 3 clusters
  Score: Raw -2244549.975191 + Penalty 3249.963615 = -2241300.011576
  nChanged 16
		SP:Iteration 104Q (3863.870000 sec): 3 clusters
  Score: Raw -2244551.350275 + Penalty 3249.963615 = -2241301.386659
  nChanged 17
		SP:Iteration 105Q (3864.170000 sec): 3 clusters
  Score: Raw -2244552.676373 + Penalty 3249.963615 = -2241302.712758
  nChanged 11
		SP:Iteration 106Q (3864.470000 sec): 3 clusters
  Score: Raw -2244553.537568 + Penalty 3249.963615 = -2241303.573953
  nChanged 10
		SP:Iteration 107Q (3864.750000 sec): 3 clusters
  Score: Raw -2244554.328773 + Penalty 3249.963615 = -2241304.365158
  nChanged 12
		SP:Iteration 108Q (3865.010000 sec): 3 clusters
  Score: Raw -2244555.261341 + Penalty 3249.963615 = -2241305.297726
  nChanged 10
		SP:Iteration 109Q (3865.260000 sec): 3 clusters
  Score: Raw -2244555.830248 + Penalty 3249.963615 = -2241305.866633
  nChanged 4
		SP:Iteration 110Q (3865.530000 sec): 3 clusters
  Score: Raw -2244556.113873 + Penalty 3249.963615 = -2241306.150258
  nChanged 4
		SP:Iteration 111Q (3865.820000 sec): 3 clusters
  Score: Raw -2244556.514333 + Penalty 3249.963615 = -2241306.550718
  nChanged 3
		SP:Iteration 112Q (3866.090000 sec): 3 clusters
  Score: Raw -2244556.684442 + Penalty 3249.963615 = -2241306.720827
  nChanged 3
		SP:Iteration 113Q (3866.360000 sec): 3 clusters
  Score: Raw -2244556.852841 + Penalty 3249.963615 = -2241306.889226
  nChanged 2
		SP:Iteration 114Q (3866.650000 sec): 3 clusters
  Score: Raw -2244556.975015 + Penalty 3249.963615 = -2241307.011400
  nChanged 3
		SP:Iteration 115Q (3866.950000 sec): 3 clusters
  Score: Raw -2244557.138133 + Penalty 3249.963615 = -2241307.174518
  nChanged 4
		SP:Iteration 116Q (3867.250000 sec): 3 clusters
  Score: Raw -2244557.351715 + Penalty 3249.963615 = -2241307.388100
  nChanged 3
		SP:Iteration 117Q (3867.500000 sec): 3 clusters
  Score: Raw -2244557.617305 + Penalty 3249.963615 = -2241307.653690
  nChanged 4
		SP:Iteration 118Q (3867.830000 sec): 3 clusters
  Score: Raw -2244557.976763 + Penalty 3249.963615 = -2241308.013147
  nChanged 8
		SP:Iteration 119Q (3868.150000 sec): 3 clusters
  Score: Raw -2244558.557576 + Penalty 3249.963615 = -2241308.593961
  nChanged 4
		SP:Iteration 120F (3868.420000 sec): 3 clusters
  Score: Raw -2244558.810312 + Penalty 3249.963615 = -2241308.846697
  nChanged 3
		SP:Iteration 121Q (3868.710000 sec): 3 clusters
  Score: Raw -2244559.055850 + Penalty 3249.963615 = -2241309.092234
  nChanged 6
		SP:Iteration 122Q (3869.020000 sec): 3 clusters
  Score: Raw -2244559.677229 + Penalty 3249.963615 = -2241309.713614
  nChanged 3
		SP:Iteration 123Q (3869.300000 sec): 3 clusters
  Score: Raw -2244559.873358 + Penalty 3249.963615 = -2241309.909743
  nChanged 1
		SP:Iteration 124Q (3869.570000 sec): 3 clusters
  Score: Raw -2244559.927237 + Penalty 3249.963615 = -2241309.963621
  nChanged 0
		SP:Iteration 125F (3869.870000 sec): 3 clusters
  Score: Raw -2244559.927237 + Penalty 3249.963615 = -2241309.963621
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (42551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3870.140000 sec): 2 clusters
  Score: Raw -4584570.501980 + Penalty 1731.999528 = -4582838.502452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3870.480000 sec): 3 clusters
  Score: Raw -4557606.448780 + Penalty 3463.999057 = -4554142.449724
  nChanged 20014
		SP:Iteration 1F (3870.860000 sec): 3 clusters
  Score: Raw -4569217.582650 + Penalty 3463.999057 = -4565753.583594
  nChanged 2238
		SP:Iteration 2F (3871.240000 sec): 3 clusters
  Score: Raw -4570207.856702 + Penalty 3463.999057 = -4566743.857645
  nChanged 2686
		SP:Iteration 3F (3871.630000 sec): 3 clusters
  Score: Raw -4571735.818584 + Penalty 3463.999057 = -4568271.819527
  nChanged 3222
		SP:Iteration 4F (3872.020000 sec): 3 clusters
  Score: Raw -4574015.806336 + Penalty 3463.999057 = -4570551.807279
  nChanged 3470
		SP:Iteration 5F (3872.440000 sec): 3 clusters
  Score: Raw -4576953.888376 + Penalty 3463.999057 = -4573489.889320
  nChanged 3179
		SP:Iteration 6F (3872.820000 sec): 3 clusters
  Score: Raw -4579839.336446 + Penalty 3463.999057 = -4576375.337389
  nChanged 2406
		SP:Iteration 7F (3873.160000 sec): 3 clusters
  Score: Raw -4582063.039357 + Penalty 3463.999057 = -4578599.040300
  nChanged 1485
		SP:Iteration 8Q (3873.620000 sec): 3 clusters
  Score: Raw -4583384.700826 + Penalty 3463.999057 = -4579920.701769
  nChanged 795
		SP:Iteration 9Q (3874.020000 sec): 3 clusters
  Score: Raw -4584082.211337 + Penalty 3463.999057 = -4580618.212281
  nChanged 394
		SP:Iteration 10Q (3874.430000 sec): 3 clusters
  Score: Raw -4584450.433334 + Penalty 3463.999057 = -4580986.434278
  nChanged 189
		SP:Iteration 11Q (3874.820000 sec): 3 clusters
  Score: Raw -4584639.444827 + Penalty 3463.999057 = -4581175.445770
  nChanged 85
		SP:Iteration 12Q (3875.210000 sec): 3 clusters
  Score: Raw -4584722.775188 + Penalty 3463.999057 = -4581258.776131
  nChanged 43
		SP:Iteration 13Q (3875.580000 sec): 3 clusters
  Score: Raw -4584756.497516 + Penalty 3463.999057 = -4581292.498459
  nChanged 24
		SP:Iteration 14Q (3875.950000 sec): 3 clusters
  Score: Raw -4584776.375293 + Penalty 3463.999057 = -4581312.376237
  nChanged 12
		SP:Iteration 15Q (3876.290000 sec): 3 clusters
  Score: Raw -4584787.163794 + Penalty 3463.999057 = -4581323.164738
  nChanged 8
		SP:Iteration 16Q (3876.690000 sec): 3 clusters
  Score: Raw -4584792.811077 + Penalty 3463.999057 = -4581328.812021
  nChanged 4
		SP:Iteration 17Q (3877.020000 sec): 3 clusters
  Score: Raw -4584794.831888 + Penalty 3463.999057 = -4581330.832832
  nChanged 5
		SP:Iteration 18Q (3877.380000 sec): 3 clusters
  Score: Raw -4584798.427343 + Penalty 3463.999057 = -4581334.428286
  nChanged 4
		SP:Iteration 19Q (3877.720000 sec): 3 clusters
  Score: Raw -4584801.933592 + Penalty 3463.999057 = -4581337.934535
  nChanged 2
		SP:Iteration 20F (3878.040000 sec): 3 clusters
  Score: Raw -4584803.011192 + Penalty 3463.999057 = -4581339.012136
  nChanged 1
		SP:Iteration 21Q (3878.410000 sec): 3 clusters
  Score: Raw -4584803.753697 + Penalty 3463.999057 = -4581339.754640
  nChanged 2
		SP:Iteration 22Q (3878.750000 sec): 3 clusters
  Score: Raw -4584806.436233 + Penalty 3463.999057 = -4581342.437177
  nChanged 3
		SP:Iteration 23Q (3879.170000 sec): 3 clusters
  Score: Raw -4584808.057206 + Penalty 3463.999057 = -4581344.058149
  nChanged 2
		SP:Iteration 24Q (3879.550000 sec): 3 clusters
  Score: Raw -4584808.735015 + Penalty 3463.999057 = -4581344.735958
  nChanged 0
		SP:Iteration 25F (3879.920000 sec): 3 clusters
  Score: Raw -4584808.735015 + Penalty 3463.999057 = -4581344.735958
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (6801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3880.060000 sec): 2 clusters
  Score: Raw -664235.910065 + Penalty 1434.034053 = -662801.876012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3880.290000 sec): 3 clusters
  Score: Raw -660544.981925 + Penalty 2868.068105 = -657676.913819
  nChanged 2853
		SP:Iteration 1F (3880.520000 sec): 3 clusters
  Score: Raw -662279.601332 + Penalty 2868.068105 = -659411.533227
  nChanged 527
		SP:Iteration 2F (3880.680000 sec): 3 clusters
  Score: Raw -662636.229820 + Penalty 2868.068105 = -659768.161714
  nChanged 437
		SP:Iteration 3F (3880.920000 sec): 3 clusters
  Score: Raw -662973.816389 + Penalty 2868.068105 = -660105.748284
  nChanged 420
		SP:Iteration 4F (3881.100000 sec): 3 clusters
  Score: Raw -663388.717160 + Penalty 2868.068105 = -660520.649055
  nChanged 466
		SP:Iteration 5F (3881.320000 sec): 3 clusters
  Score: Raw -664045.694623 + Penalty 2868.068105 = -661177.626518
  nChanged 487
		SP:Iteration 6F (3881.480000 sec): 3 clusters
  Score: Raw -664711.867262 + Penalty 2868.068105 = -661843.799156
  nChanged 413
		SP:Iteration 7F (3881.670000 sec): 3 clusters
  Score: Raw -665165.771284 + Penalty 2868.068105 = -662297.703179
  nChanged 298
		SP:Iteration 8Q (3881.850000 sec): 3 clusters
  Score: Raw -665377.912342 + Penalty 2868.068105 = -662509.844237
  nChanged 195
		SP:Iteration 9Q (3882.100000 sec): 3 clusters
  Score: Raw -665485.667482 + Penalty 2868.068105 = -662617.599376
  nChanged 139
		SP:Iteration 10Q (3882.340000 sec): 3 clusters
  Score: Raw -665564.354145 + Penalty 2868.068105 = -662696.286040
  nChanged 117
		SP:Iteration 11Q (3882.540000 sec): 3 clusters
  Score: Raw -665617.173876 + Penalty 2868.068105 = -662749.105771
  nChanged 90
		SP:Iteration 12Q (3882.800000 sec): 3 clusters
  Score: Raw -665654.526657 + Penalty 2868.068105 = -662786.458552
  nChanged 87
		SP:Iteration 13Q (3883.000000 sec): 3 clusters
  Score: Raw -665689.032669 + Penalty 2868.068105 = -662820.964564
  nChanged 72
		SP:Iteration 14Q (3883.270000 sec): 3 clusters
  Score: Raw -665718.799697 + Penalty 2868.068105 = -662850.731592
  nChanged 68
		SP:Iteration 15Q (3883.480000 sec): 3 clusters
  Score: Raw -665741.612279 + Penalty 2868.068105 = -662873.544173
  nChanged 48
		SP:Iteration 16Q (3883.700000 sec): 3 clusters
  Score: Raw -665755.602223 + Penalty 2868.068105 = -662887.534117
  nChanged 35
		SP:Iteration 17Q (3883.970000 sec): 3 clusters
  Score: Raw -665765.161570 + Penalty 2868.068105 = -662897.093465
  nChanged 28
		SP:Iteration 18Q (3884.160000 sec): 3 clusters
  Score: Raw -665771.277004 + Penalty 2868.068105 = -662903.208899
  nChanged 20
		SP:Iteration 19Q (3884.360000 sec): 3 clusters
  Score: Raw -665774.547311 + Penalty 2868.068105 = -662906.479206
  nChanged 14
		SP:Iteration 20F (3884.580000 sec): 3 clusters
  Score: Raw -665777.001867 + Penalty 2868.068105 = -662908.933762
  nChanged 13
		SP:Iteration 21Q (3884.760000 sec): 3 clusters
  Score: Raw -665779.177391 + Penalty 2868.068105 = -662911.109286
  nChanged 14
		SP:Iteration 22Q (3884.980000 sec): 3 clusters
  Score: Raw -665781.425894 + Penalty 2868.068105 = -662913.357789
  nChanged 9
		SP:Iteration 23Q (3885.200000 sec): 3 clusters
  Score: Raw -665783.008997 + Penalty 2868.068105 = -662914.940892
  nChanged 11
		SP:Iteration 24Q (3885.440000 sec): 3 clusters
  Score: Raw -665785.395069 + Penalty 2868.068105 = -662917.326964
  nChanged 13
		SP:Iteration 25Q (3885.620000 sec): 3 clusters
  Score: Raw -665787.613083 + Penalty 2868.068105 = -662919.544977
  nChanged 12
		SP:Iteration 26Q (3885.790000 sec): 3 clusters
  Score: Raw -665790.024039 + Penalty 2868.068105 = -662921.955934
  nChanged 6
		SP:Iteration 27Q (3886.040000 sec): 3 clusters
  Score: Raw -665791.060888 + Penalty 2868.068105 = -662922.992783
  nChanged 6
		SP:Iteration 28Q (3886.260000 sec): 3 clusters
  Score: Raw -665792.267108 + Penalty 2868.068105 = -662924.199003
  nChanged 10
		SP:Iteration 29Q (3886.470000 sec): 3 clusters
  Score: Raw -665793.748704 + Penalty 2868.068105 = -662925.680599
  nChanged 7
		SP:Iteration 30Q (3886.730000 sec): 3 clusters
  Score: Raw -665794.334055 + Penalty 2868.068105 = -662926.265950
  nChanged 4
		SP:Iteration 31Q (3886.950000 sec): 3 clusters
  Score: Raw -665794.988449 + Penalty 2868.068105 = -662926.920344
  nChanged 5
		SP:Iteration 32Q (3887.220000 sec): 3 clusters
  Score: Raw -665795.843354 + Penalty 2868.068105 = -662927.775249
  nChanged 4
		SP:Iteration 33Q (3887.500000 sec): 3 clusters
  Score: Raw -665796.929120 + Penalty 2868.068105 = -662928.861015
  nChanged 5
		SP:Iteration 34Q (3887.710000 sec): 3 clusters
  Score: Raw -665797.995037 + Penalty 2868.068105 = -662929.926932
  nChanged 3
		SP:Iteration 35Q (3887.930000 sec): 3 clusters
  Score: Raw -665798.640295 + Penalty 2868.068105 = -662930.572190
  nChanged 4
		SP:Iteration 36Q (3888.160000 sec): 3 clusters
  Score: Raw -665799.493759 + Penalty 2868.068105 = -662931.425653
  nChanged 7
		SP:Iteration 37Q (3888.440000 sec): 3 clusters
  Score: Raw -665800.337178 + Penalty 2868.068105 = -662932.269072
  nChanged 4
		SP:Iteration 38Q (3888.660000 sec): 3 clusters
  Score: Raw -665800.826813 + Penalty 2868.068105 = -662932.758707
  nChanged 1
		SP:Iteration 39Q (3888.890000 sec): 3 clusters
  Score: Raw -665801.020619 + Penalty 2868.068105 = -662932.952514
  nChanged 4
		SP:Iteration 40F (3889.100000 sec): 3 clusters
  Score: Raw -665801.805179 + Penalty 2868.068105 = -662933.737074
  nChanged 4
		SP:Iteration 41Q (3889.340000 sec): 3 clusters
  Score: Raw -665802.526546 + Penalty 2868.068105 = -662934.458441
  nChanged 3
		SP:Iteration 42Q (3889.550000 sec): 3 clusters
  Score: Raw -665803.043448 + Penalty 2868.068105 = -662934.975343
  nChanged 2
		SP:Iteration 43Q (3889.780000 sec): 3 clusters
  Score: Raw -665803.219809 + Penalty 2868.068105 = -662935.151704
  nChanged 1
		SP:Iteration 44Q (3889.990000 sec): 3 clusters
  Score: Raw -665803.373630 + Penalty 2868.068105 = -662935.305525
  nChanged 2
		SP:Iteration 45Q (3890.210000 sec): 3 clusters
  Score: Raw -665803.643949 + Penalty 2868.068105 = -662935.575844
  nChanged 3
		SP:Iteration 46Q (3890.500000 sec): 3 clusters
  Score: Raw -665804.048735 + Penalty 2868.068105 = -662935.980629
  nChanged 4
		SP:Iteration 47Q (3890.720000 sec): 3 clusters
  Score: Raw -665804.702089 + Penalty 2868.068105 = -662936.633984
  nChanged 5
		SP:Iteration 48Q (3890.890000 sec): 3 clusters
  Score: Raw -665805.502223 + Penalty 2868.068105 = -662937.434117
  nChanged 3
		SP:Iteration 49Q (3891.150000 sec): 3 clusters
  Score: Raw -665805.843599 + Penalty 2868.068105 = -662937.775494
  nChanged 3
		SP:Iteration 50Q (3891.390000 sec): 3 clusters
  Score: Raw -665806.248113 + Penalty 2868.068105 = -662938.180007
  nChanged 5
		SP:Iteration 51Q (3891.580000 sec): 3 clusters
  Score: Raw -665807.038128 + Penalty 2868.068105 = -662938.970023
  nChanged 7
		SP:Iteration 52Q (3891.810000 sec): 3 clusters
  Score: Raw -665808.084091 + Penalty 2868.068105 = -662940.015985
  nChanged 8
		SP:Iteration 53Q (3892.030000 sec): 3 clusters
  Score: Raw -665809.980477 + Penalty 2868.068105 = -662941.912371
  nChanged 9
		SP:Iteration 54Q (3892.280000 sec): 3 clusters
  Score: Raw -665811.706801 + Penalty 2868.068105 = -662943.638696
  nChanged 8
		SP:Iteration 55Q (3892.460000 sec): 3 clusters
  Score: Raw -665813.535334 + Penalty 2868.068105 = -662945.467228
  nChanged 7
		SP:Iteration 56Q (3892.690000 sec): 3 clusters
  Score: Raw -665814.792143 + Penalty 2868.068105 = -662946.724038
  nChanged 6
		SP:Iteration 57Q (3892.920000 sec): 3 clusters
  Score: Raw -665815.325044 + Penalty 2868.068105 = -662947.256939
  nChanged 3
		SP:Iteration 58Q (3893.160000 sec): 3 clusters
  Score: Raw -665815.947344 + Penalty 2868.068105 = -662947.879239
  nChanged 0
		SP:Iteration 59F (3893.370000 sec): 3 clusters
  Score: Raw -665815.947344 + Penalty 2868.068105 = -662947.879239
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3893.510000 sec): 2 clusters
  Score: Raw -356970.387742 + Penalty 1327.793056 = -355642.594686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3893.730000 sec): 3 clusters
  Score: Raw -355282.658566 + Penalty 2655.586111 = -352627.072454
  nChanged 1444
		SP:Iteration 1F (3893.910000 sec): 3 clusters
  Score: Raw -356272.056846 + Penalty 2655.586111 = -353616.470735
  nChanged 329
		SP:Iteration 2F (3894.090000 sec): 3 clusters
  Score: Raw -356566.851966 + Penalty 2655.586111 = -353911.265855
  nChanged 257
		SP:Iteration 3F (3894.250000 sec): 3 clusters
  Score: Raw -356819.940428 + Penalty 2655.586111 = -354164.354316
  nChanged 233
		SP:Iteration 4F (3894.430000 sec): 3 clusters
  Score: Raw -357100.726273 + Penalty 2655.586111 = -354445.140162
  nChanged 199
		SP:Iteration 5F (3894.650000 sec): 3 clusters
  Score: Raw -357295.861051 + Penalty 2655.586111 = -354640.274940
  nChanged 159
		SP:Iteration 6Q (3894.800000 sec): 3 clusters
  Score: Raw -357431.086044 + Penalty 2655.586111 = -354775.499933
  nChanged 113
		SP:Iteration 7Q (3894.990000 sec): 3 clusters
  Score: Raw -357528.098754 + Penalty 2655.586111 = -354872.512642
  nChanged 95
		SP:Iteration 8Q (3895.130000 sec): 3 clusters
  Score: Raw -357588.466747 + Penalty 2655.586111 = -354932.880635
  nChanged 72
		SP:Iteration 9Q (3895.320000 sec): 3 clusters
  Score: Raw -357624.104238 + Penalty 2655.586111 = -354968.518126
  nChanged 38
		SP:Iteration 10Q (3895.470000 sec): 3 clusters
  Score: Raw -357638.475234 + Penalty 2655.586111 = -354982.889123
  nChanged 20
		SP:Iteration 11Q (3895.660000 sec): 3 clusters
  Score: Raw -357646.555586 + Penalty 2655.586111 = -354990.969475
  nChanged 19
		SP:Iteration 12Q (3895.870000 sec): 3 clusters
  Score: Raw -357653.167703 + Penalty 2655.586111 = -354997.581592
  nChanged 9
		SP:Iteration 13Q (3896.070000 sec): 3 clusters
  Score: Raw -357654.995568 + Penalty 2655.586111 = -354999.409456
  nChanged 5
		SP:Iteration 14Q (3896.270000 sec): 3 clusters
  Score: Raw -357657.076730 + Penalty 2655.586111 = -355001.490618
  nChanged 5
		SP:Iteration 15Q (3896.520000 sec): 3 clusters
  Score: Raw -357658.374340 + Penalty 2655.586111 = -355002.788229
  nChanged 2
		SP:Iteration 16Q (3896.730000 sec): 3 clusters
  Score: Raw -357659.026210 + Penalty 2655.586111 = -355003.440099
  nChanged 3
		SP:Iteration 17Q (3896.950000 sec): 3 clusters
  Score: Raw -357659.393843 + Penalty 2655.586111 = -355003.807732
  nChanged 1
		SP:Iteration 18Q (3897.130000 sec): 3 clusters
  Score: Raw -357659.623204 + Penalty 2655.586111 = -355004.037092
  nChanged 0
		SP:Iteration 19F (3897.330000 sec): 3 clusters
  Score: Raw -357659.623204 + Penalty 2655.586111 = -355004.037092
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (148380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3898.050000 sec): 2 clusters
  Score: Raw -15486106.955789 + Penalty 1934.973922 = -15484171.981867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3898.920000 sec): 3 clusters
  Score: Raw -15388518.865122 + Penalty 3869.947845 = -15384648.917277
  nChanged 71472
		SP:Iteration 1F (3899.750000 sec): 3 clusters
  Score: Raw -15431514.400352 + Penalty 3869.947845 = -15427644.452507
  nChanged 6958
		SP:Iteration 2Q (3900.750000 sec): 3 clusters
  Score: Raw -15434475.547166 + Penalty 3869.947845 = -15430605.599321
  nChanged 8388
		SP:Iteration 3F (3901.740000 sec): 3 clusters
  Score: Raw -15438546.953034 + Penalty 3869.947845 = -15434677.005190
  nChanged 9380
		SP:Iteration 4F (3902.830000 sec): 3 clusters
  Score: Raw -15443380.349892 + Penalty 3869.947845 = -15439510.402047
  nChanged 9317
		SP:Iteration 5F (3903.880000 sec): 3 clusters
  Score: Raw -15447815.342529 + Penalty 3869.947845 = -15443945.394684
  nChanged 8358
		SP:Iteration 6F (3904.830000 sec): 3 clusters
  Score: Raw -15451328.057349 + Penalty 3869.947845 = -15447458.109504
  nChanged 7161
		SP:Iteration 7Q (3905.840000 sec): 3 clusters
  Score: Raw -15453933.329067 + Penalty 3869.947845 = -15450063.381222
  nChanged 5882
		SP:Iteration 8Q (3906.720000 sec): 3 clusters
  Score: Raw -15455818.293490 + Penalty 3869.947845 = -15451948.345646
  nChanged 4941
		SP:Iteration 9Q (3907.640000 sec): 3 clusters
  Score: Raw -15457331.258974 + Penalty 3869.947845 = -15453461.311129
  nChanged 4490
		SP:Iteration 10Q (3908.490000 sec): 3 clusters
  Score: Raw -15458840.912470 + Penalty 3869.947845 = -15454970.964625
  nChanged 4901
		SP:Iteration 11Q (3909.390000 sec): 3 clusters
  Score: Raw -15460768.240433 + Penalty 3869.947845 = -15456898.292589
  nChanged 5504
		SP:Iteration 12Q (3910.270000 sec): 3 clusters
  Score: Raw -15463307.541165 + Penalty 3869.947845 = -15459437.593320
  nChanged 6141
		SP:Iteration 13Q (3911.160000 sec): 3 clusters
  Score: Raw -15466590.398386 + Penalty 3869.947845 = -15462720.450541
  nChanged 6497
		SP:Iteration 14Q (3912.080000 sec): 3 clusters
  Score: Raw -15470533.137837 + Penalty 3869.947845 = -15466663.189992
  nChanged 6331
		SP:Iteration 15Q (3912.900000 sec): 3 clusters
  Score: Raw -15474771.552848 + Penalty 3869.947845 = -15470901.605003
  nChanged 5565
		SP:Iteration 16Q (3913.680000 sec): 3 clusters
  Score: Raw -15478624.882230 + Penalty 3869.947845 = -15474754.934385
  nChanged 4372
		SP:Iteration 17Q (3914.480000 sec): 3 clusters
  Score: Raw -15481667.376814 + Penalty 3869.947845 = -15477797.428969
  nChanged 3000
		SP:Iteration 18Q (3915.270000 sec): 3 clusters
  Score: Raw -15483693.945657 + Penalty 3869.947845 = -15479823.997812
  nChanged 1930
		SP:Iteration 19Q (3916.070000 sec): 3 clusters
  Score: Raw -15484909.460735 + Penalty 3869.947845 = -15481039.512890
  nChanged 1176
		SP:Iteration 20F (3916.920000 sec): 3 clusters
  Score: Raw -15485597.869145 + Penalty 3869.947845 = -15481727.921300
  nChanged 721
		SP:Iteration 21Q (3917.700000 sec): 3 clusters
  Score: Raw -15486002.045543 + Penalty 3869.947845 = -15482132.097699
  nChanged 405
		SP:Iteration 22Q (3918.420000 sec): 3 clusters
  Score: Raw -15486221.982397 + Penalty 3869.947845 = -15482352.034552
  nChanged 252
		SP:Iteration 23Q (3919.170000 sec): 3 clusters
  Score: Raw -15486380.219076 + Penalty 3869.947845 = -15482510.271231
  nChanged 166
		SP:Iteration 24Q (3919.880000 sec): 3 clusters
  Score: Raw -15486488.882103 + Penalty 3869.947845 = -15482618.934258
  nChanged 136
		SP:Iteration 25Q (3920.620000 sec): 3 clusters
  Score: Raw -15486574.231293 + Penalty 3869.947845 = -15482704.283448
  nChanged 119
		SP:Iteration 26Q (3921.390000 sec): 3 clusters
  Score: Raw -15486635.209785 + Penalty 3869.947845 = -15482765.261940
  nChanged 105
		SP:Iteration 27Q (3922.090000 sec): 3 clusters
  Score: Raw -15486684.986426 + Penalty 3869.947845 = -15482815.038581
  nChanged 82
		SP:Iteration 28Q (3922.830000 sec): 3 clusters
  Score: Raw -15486726.521870 + Penalty 3869.947845 = -15482856.574025
  nChanged 70
		SP:Iteration 29Q (3923.570000 sec): 3 clusters
  Score: Raw -15486756.645609 + Penalty 3869.947845 = -15482886.697764
  nChanged 59
		SP:Iteration 30Q (3924.340000 sec): 3 clusters
  Score: Raw -15486778.247798 + Penalty 3869.947845 = -15482908.299953
  nChanged 45
		SP:Iteration 31Q (3925.090000 sec): 3 clusters
  Score: Raw -15486792.717224 + Penalty 3869.947845 = -15482922.769379
  nChanged 44
		SP:Iteration 32Q (3925.910000 sec): 3 clusters
  Score: Raw -15486807.792636 + Penalty 3869.947845 = -15482937.844791
  nChanged 32
		SP:Iteration 33Q (3926.690000 sec): 3 clusters
  Score: Raw -15486818.213914 + Penalty 3869.947845 = -15482948.266069
  nChanged 31
		SP:Iteration 34Q (3927.410000 sec): 3 clusters
  Score: Raw -15486828.395227 + Penalty 3869.947845 = -15482958.447382
  nChanged 24
		SP:Iteration 35Q (3928.200000 sec): 3 clusters
  Score: Raw -15486837.031873 + Penalty 3869.947845 = -15482967.084029
  nChanged 19
		SP:Iteration 36Q (3928.950000 sec): 3 clusters
  Score: Raw -15486842.282545 + Penalty 3869.947845 = -15482972.334701
  nChanged 15
		SP:Iteration 37Q (3929.680000 sec): 3 clusters
  Score: Raw -15486845.273059 + Penalty 3869.947845 = -15482975.325214
  nChanged 8
		SP:Iteration 38Q (3930.450000 sec): 3 clusters
  Score: Raw -15486848.846360 + Penalty 3869.947845 = -15482978.898515
  nChanged 15
		SP:Iteration 39Q (3931.230000 sec): 3 clusters
  Score: Raw -15486853.663824 + Penalty 3869.947845 = -15482983.715979
  nChanged 12
		SP:Iteration 40F (3932.060000 sec): 3 clusters
  Score: Raw -15486856.287692 + Penalty 3869.947845 = -15482986.339848
  nChanged 13
		SP:Iteration 41Q (3932.730000 sec): 3 clusters
  Score: Raw -15486860.346155 + Penalty 3869.947845 = -15482990.398310
  nChanged 12
		SP:Iteration 42Q (3933.380000 sec): 3 clusters
  Score: Raw -15486864.458613 + Penalty 3869.947845 = -15482994.510769
  nChanged 13
		SP:Iteration 43Q (3934.050000 sec): 3 clusters
  Score: Raw -15486867.209209 + Penalty 3869.947845 = -15482997.261364
  nChanged 7
		SP:Iteration 44Q (3934.730000 sec): 3 clusters
  Score: Raw -15486869.028011 + Penalty 3869.947845 = -15482999.080166
  nChanged 10
		SP:Iteration 45Q (3935.410000 sec): 3 clusters
  Score: Raw -15486871.863533 + Penalty 3869.947845 = -15483001.915688
  nChanged 13
		SP:Iteration 46Q (3936.190000 sec): 3 clusters
  Score: Raw -15486875.859535 + Penalty 3869.947845 = -15483005.911690
  nChanged 15
		SP:Iteration 47Q (3936.920000 sec): 3 clusters
  Score: Raw -15486879.345246 + Penalty 3869.947845 = -15483009.397402
  nChanged 10
		SP:Iteration 48Q (3937.610000 sec): 3 clusters
  Score: Raw -15486881.820823 + Penalty 3869.947845 = -15483011.872979
  nChanged 7
		SP:Iteration 49Q (3938.330000 sec): 3 clusters
  Score: Raw -15486883.413888 + Penalty 3869.947845 = -15483013.466043
  nChanged 5
		SP:Iteration 50Q (3939.020000 sec): 3 clusters
  Score: Raw -15486884.768432 + Penalty 3869.947845 = -15483014.820587
  nChanged 7
		SP:Iteration 51Q (3939.770000 sec): 3 clusters
  Score: Raw -15486887.060924 + Penalty 3869.947845 = -15483017.113079
  nChanged 9
		SP:Iteration 52Q (3940.550000 sec): 3 clusters
  Score: Raw -15486889.760156 + Penalty 3869.947845 = -15483019.812311
  nChanged 9
		SP:Iteration 53Q (3941.260000 sec): 3 clusters
  Score: Raw -15486892.822670 + Penalty 3869.947845 = -15483022.874825
  nChanged 10
		SP:Iteration 54Q (3941.990000 sec): 3 clusters
  Score: Raw -15486895.631258 + Penalty 3869.947845 = -15483025.683413
  nChanged 8
		SP:Iteration 55Q (3942.760000 sec): 3 clusters
  Score: Raw -15486897.476963 + Penalty 3869.947845 = -15483027.529118
  nChanged 7
		SP:Iteration 56Q (3943.480000 sec): 3 clusters
  Score: Raw -15486898.620984 + Penalty 3869.947845 = -15483028.673139
  nChanged 4
		SP:Iteration 57Q (3944.240000 sec): 3 clusters
  Score: Raw -15486899.440971 + Penalty 3869.947845 = -15483029.493127
  nChanged 3
		SP:Iteration 58Q (3944.970000 sec): 3 clusters
  Score: Raw -15486899.997576 + Penalty 3869.947845 = -15483030.049731
  nChanged 2
		SP:Iteration 59Q (3945.730000 sec): 3 clusters
  Score: Raw -15486900.564812 + Penalty 3869.947845 = -15483030.616967
  nChanged 2
		SP:Iteration 60F (3946.570000 sec): 3 clusters
  Score: Raw -15486900.977534 + Penalty 3869.947845 = -15483031.029690
  nChanged 1
		SP:Iteration 61Q (3947.460000 sec): 3 clusters
  Score: Raw -15486901.181961 + Penalty 3869.947845 = -15483031.234116
  nChanged 3
		SP:Iteration 62Q (3948.270000 sec): 3 clusters
  Score: Raw -15486901.843746 + Penalty 3869.947845 = -15483031.895901
  nChanged 2
		SP:Iteration 63Q (3949.030000 sec): 3 clusters
  Score: Raw -15486902.320394 + Penalty 3869.947845 = -15483032.372550
  nChanged 1
		SP:Iteration 64Q (3949.790000 sec): 3 clusters
  Score: Raw -15486902.484601 + Penalty 3869.947845 = -15483032.536757
  nChanged 0
		SP:Iteration 65F (3950.740000 sec): 3 clusters
  Score: Raw -15486902.484601 + Penalty 3869.947845 = -15483032.536757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (1122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3950.890000 sec): 2 clusters
  Score: Raw -97754.883840 + Penalty 1141.216064 = -96613.667776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3951.110000 sec): 3 clusters
  Score: Raw -97734.569169 + Penalty 2282.432128 = -95452.137041
  nChanged 412
		SP:Iteration 1F (3951.280000 sec): 3 clusters
  Score: Raw -98895.813990 + Penalty 2282.432128 = -96613.381862
  nChanged 166
		SP:Iteration 2F (3951.540000 sec): 3 clusters
  Score: Raw -99602.648820 + Penalty 2282.432128 = -97320.216692
  nChanged 109
		SP:Iteration 3F (3951.660000 sec): 3 clusters
  Score: Raw -99973.232410 + Penalty 2282.432128 = -97690.800282
  nChanged 72
		SP:Iteration 4F (3951.870000 sec): 3 clusters
  Score: Raw -100172.642296 + Penalty 2282.432128 = -97890.210168
  nChanged 53
		SP:Iteration 5Q (3952.090000 sec): 3 clusters
  Score: Raw -100443.916627 + Penalty 2282.432128 = -98161.484499
  nChanged 36
		SP:Iteration 6Q (3952.270000 sec): 3 clusters
  Score: Raw -100535.980700 + Penalty 2282.432128 = -98253.548572
  nChanged 16
		SP:Iteration 7Q (3952.470000 sec): 3 clusters
  Score: Raw -100579.720271 + Penalty 2282.432128 = -98297.288143
  nChanged 8
		SP:Iteration 8Q (3952.610000 sec): 3 clusters
  Score: Raw -100625.893273 + Penalty 2282.432128 = -98343.461145
  nChanged 7
		SP:Iteration 9Q (3952.810000 sec): 3 clusters
  Score: Raw -100634.420838 + Penalty 2282.432128 = -98351.988711
  nChanged 5
		SP:Iteration 10Q (3953.000000 sec): 3 clusters
  Score: Raw -100652.486850 + Penalty 2282.432128 = -98370.054722
  nChanged 3
		SP:Iteration 11Q (3953.150000 sec): 3 clusters
  Score: Raw -100661.514270 + Penalty 2282.432128 = -98379.082142
  nChanged 2
		SP:Iteration 12Q (3953.340000 sec): 3 clusters
  Score: Raw -100674.155738 + Penalty 2282.432128 = -98391.723610
  nChanged 2
		SP:Iteration 13Q (3953.510000 sec): 3 clusters
  Score: Raw -100694.899763 + Penalty 2282.432128 = -98412.467635
  nChanged 1
		SP:Iteration 14Q (3953.730000 sec): 3 clusters
  Score: Raw -100695.551234 + Penalty 2282.432128 = -98413.119106
  nChanged 0
		SP:Iteration 15F (3953.890000 sec): 3 clusters
  Score: Raw -100709.428968 + Penalty 2282.432128 = -98426.996840
  nChanged 1
		SP:Iteration 16Q (3954.110000 sec): 3 clusters
  Score: Raw -100760.057540 + Penalty 2282.432128 = -98477.625412
  nChanged 3
		SP:Iteration 17Q (3954.270000 sec): 3 clusters
  Score: Raw -100806.158682 + Penalty 2282.432128 = -98523.726554
  nChanged 3
		SP:Iteration 18Q (3954.500000 sec): 3 clusters
  Score: Raw -100811.250967 + Penalty 2282.432128 = -98528.818839
  nChanged 3
		SP:Iteration 19Q (3954.690000 sec): 3 clusters
  Score: Raw -100816.161905 + Penalty 2282.432128 = -98533.729777
  nChanged 0
		SP:Iteration 20F (3954.870000 sec): 3 clusters
  Score: Raw -100816.161905 + Penalty 2282.432128 = -98533.729777
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (10718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3955.010000 sec): 2 clusters
  Score: Raw -1149169.768546 + Penalty 1507.947976 = -1147661.820570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3955.270000 sec): 3 clusters
  Score: Raw -1143007.046031 + Penalty 3015.895951 = -1139991.150080
  nChanged 4645
		SP:Iteration 1F (3955.480000 sec): 3 clusters
  Score: Raw -1145570.319893 + Penalty 3015.895951 = -1142554.423942
  nChanged 714
		SP:Iteration 2F (3955.730000 sec): 3 clusters
  Score: Raw -1145970.519774 + Penalty 3015.895951 = -1142954.623823
  nChanged 655
		SP:Iteration 3F (3955.970000 sec): 3 clusters
  Score: Raw -1146416.860766 + Penalty 3015.895951 = -1143400.964815
  nChanged 709
		SP:Iteration 4F (3956.260000 sec): 3 clusters
  Score: Raw -1147076.865145 + Penalty 3015.895951 = -1144060.969194
  nChanged 827
		SP:Iteration 5F (3956.450000 sec): 3 clusters
  Score: Raw -1148145.459317 + Penalty 3015.895951 = -1145129.563366
  nChanged 849
		SP:Iteration 6F (3956.710000 sec): 3 clusters
  Score: Raw -1149286.626000 + Penalty 3015.895951 = -1146270.730049
  nChanged 730
		SP:Iteration 7F (3956.970000 sec): 3 clusters
  Score: Raw -1150040.489228 + Penalty 3015.895951 = -1147024.593277
  nChanged 567
		SP:Iteration 8F (3957.240000 sec): 3 clusters
  Score: Raw -1150679.994811 + Penalty 3015.895951 = -1147664.098859
  nChanged 483
		SP:Iteration 9Q (3957.470000 sec): 3 clusters
  Score: Raw -1151124.084249 + Penalty 3015.895951 = -1148108.188298
  nChanged 386
		SP:Iteration 10Q (3957.720000 sec): 3 clusters
  Score: Raw -1151359.824902 + Penalty 3015.895951 = -1148343.928950
  nChanged 353
		SP:Iteration 11Q (3958.020000 sec): 3 clusters
  Score: Raw -1151605.660499 + Penalty 3015.895951 = -1148589.764548
  nChanged 349
		SP:Iteration 12Q (3958.230000 sec): 3 clusters
  Score: Raw -1151910.746261 + Penalty 3015.895951 = -1148894.850309
  nChanged 312
		SP:Iteration 13Q (3958.510000 sec): 3 clusters
  Score: Raw -1152178.970907 + Penalty 3015.895951 = -1149163.074956
  nChanged 287
		SP:Iteration 14Q (3958.760000 sec): 3 clusters
  Score: Raw -1152419.915280 + Penalty 3015.895951 = -1149404.019329
  nChanged 242
		SP:Iteration 15Q (3959.010000 sec): 3 clusters
  Score: Raw -1152615.465141 + Penalty 3015.895951 = -1149599.569190
  nChanged 201
		SP:Iteration 16Q (3959.240000 sec): 3 clusters
  Score: Raw -1152762.473743 + Penalty 3015.895951 = -1149746.577792
  nChanged 180
		SP:Iteration 17Q (3959.490000 sec): 3 clusters
  Score: Raw -1152878.735224 + Penalty 3015.895951 = -1149862.839273
  nChanged 132
		SP:Iteration 18Q (3959.710000 sec): 3 clusters
  Score: Raw -1152952.070995 + Penalty 3015.895951 = -1149936.175044
  nChanged 105
		SP:Iteration 19Q (3959.990000 sec): 3 clusters
  Score: Raw -1153002.444606 + Penalty 3015.895951 = -1149986.548654
  nChanged 81
		SP:Iteration 20F (3960.230000 sec): 3 clusters
  Score: Raw -1153037.323145 + Penalty 3015.895951 = -1150021.427194
  nChanged 66
		SP:Iteration 21Q (3960.450000 sec): 3 clusters
  Score: Raw -1153064.700935 + Penalty 3015.895951 = -1150048.804984
  nChanged 48
		SP:Iteration 22Q (3960.670000 sec): 3 clusters
  Score: Raw -1153079.406598 + Penalty 3015.895951 = -1150063.510646
  nChanged 31
		SP:Iteration 23Q (3960.880000 sec): 3 clusters
  Score: Raw -1153086.431300 + Penalty 3015.895951 = -1150070.535348
  nChanged 18
		SP:Iteration 24Q (3961.110000 sec): 3 clusters
  Score: Raw -1153090.609446 + Penalty 3015.895951 = -1150074.713495
  nChanged 18
		SP:Iteration 25Q (3961.290000 sec): 3 clusters
  Score: Raw -1153094.850785 + Penalty 3015.895951 = -1150078.954834
  nChanged 12
		SP:Iteration 26Q (3961.530000 sec): 3 clusters
  Score: Raw -1153097.722328 + Penalty 3015.895951 = -1150081.826377
  nChanged 15
		SP:Iteration 27Q (3961.790000 sec): 3 clusters
  Score: Raw -1153101.381723 + Penalty 3015.895951 = -1150085.485772
  nChanged 11
		SP:Iteration 28Q (3961.990000 sec): 3 clusters
  Score: Raw -1153103.500014 + Penalty 3015.895951 = -1150087.604063
  nChanged 11
		SP:Iteration 29Q (3962.220000 sec): 3 clusters
  Score: Raw -1153105.021461 + Penalty 3015.895951 = -1150089.125509
  nChanged 6
		SP:Iteration 30Q (3962.450000 sec): 3 clusters
  Score: Raw -1153105.895571 + Penalty 3015.895951 = -1150089.999620
  nChanged 2
		SP:Iteration 31Q (3962.670000 sec): 3 clusters
  Score: Raw -1153106.105060 + Penalty 3015.895951 = -1150090.209109
  nChanged 1
		SP:Iteration 32Q (3962.890000 sec): 3 clusters
  Score: Raw -1153106.203009 + Penalty 3015.895951 = -1150090.307058
  nChanged 0
		SP:Iteration 33F (3963.070000 sec): 3 clusters
  Score: Raw -1153106.203009 + Penalty 3015.895951 = -1150090.307058
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (22290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3963.260000 sec): 2 clusters
  Score: Raw -2279986.961737 + Penalty 1626.932682 = -2278360.029055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3963.590000 sec): 3 clusters
  Score: Raw -2266576.391600 + Penalty 3253.865364 = -2263322.526236
  nChanged 10053
		SP:Iteration 1F (3963.870000 sec): 3 clusters
  Score: Raw -2272095.319645 + Penalty 3253.865364 = -2268841.454282
  nChanged 1397
		SP:Iteration 2F (3964.150000 sec): 3 clusters
  Score: Raw -2272796.349633 + Penalty 3253.865364 = -2269542.484269
  nChanged 1367
		SP:Iteration 3F (3964.470000 sec): 3 clusters
  Score: Raw -2273585.618282 + Penalty 3253.865364 = -2270331.752918
  nChanged 1452
		SP:Iteration 4F (3964.830000 sec): 3 clusters
  Score: Raw -2274604.317434 + Penalty 3253.865364 = -2271350.452071
  nChanged 1595
		SP:Iteration 5F (3965.140000 sec): 3 clusters
  Score: Raw -2275851.760564 + Penalty 3253.865364 = -2272597.895201
  nChanged 1565
		SP:Iteration 6F (3965.470000 sec): 3 clusters
  Score: Raw -2277203.173255 + Penalty 3253.865364 = -2273949.307891
  nChanged 1494
		SP:Iteration 7F (3965.750000 sec): 3 clusters
  Score: Raw -2278622.647579 + Penalty 3253.865364 = -2275368.782216
  nChanged 1264
		SP:Iteration 8F (3966.030000 sec): 3 clusters
  Score: Raw -2279922.835849 + Penalty 3253.865364 = -2276668.970485
  nChanged 1107
		SP:Iteration 9Q (3966.350000 sec): 3 clusters
  Score: Raw -2281022.767256 + Penalty 3253.865364 = -2277768.901892
  nChanged 906
		SP:Iteration 10Q (3966.610000 sec): 3 clusters
  Score: Raw -2281841.825784 + Penalty 3253.865364 = -2278587.960421
  nChanged 708
		SP:Iteration 11Q (3966.950000 sec): 3 clusters
  Score: Raw -2282369.235198 + Penalty 3253.865364 = -2279115.369834
  nChanged 588
		SP:Iteration 12Q (3967.250000 sec): 3 clusters
  Score: Raw -2282701.964460 + Penalty 3253.865364 = -2279448.099096
  nChanged 451
		SP:Iteration 13Q (3967.540000 sec): 3 clusters
  Score: Raw -2282910.911319 + Penalty 3253.865364 = -2279657.045955
  nChanged 350
		SP:Iteration 14Q (3967.870000 sec): 3 clusters
  Score: Raw -2283048.124123 + Penalty 3253.865364 = -2279794.258759
  nChanged 288
		SP:Iteration 15Q (3968.120000 sec): 3 clusters
  Score: Raw -2283147.085494 + Penalty 3253.865364 = -2279893.220131
  nChanged 248
		SP:Iteration 16Q (3968.450000 sec): 3 clusters
  Score: Raw -2283217.345027 + Penalty 3253.865364 = -2279963.479663
  nChanged 197
		SP:Iteration 17Q (3968.690000 sec): 3 clusters
  Score: Raw -2283269.459253 + Penalty 3253.865364 = -2280015.593890
  nChanged 171
		SP:Iteration 18Q (3969.010000 sec): 3 clusters
  Score: Raw -2283309.411058 + Penalty 3253.865364 = -2280055.545695
  nChanged 162
		SP:Iteration 19Q (3969.250000 sec): 3 clusters
  Score: Raw -2283344.127293 + Penalty 3253.865364 = -2280090.261930
  nChanged 148
		SP:Iteration 20F (3969.580000 sec): 3 clusters
  Score: Raw -2283372.828977 + Penalty 3253.865364 = -2280118.963613
  nChanged 138
		SP:Iteration 21Q (3969.840000 sec): 3 clusters
  Score: Raw -2283397.353722 + Penalty 3253.865364 = -2280143.488359
  nChanged 112
		SP:Iteration 22Q (3970.140000 sec): 3 clusters
  Score: Raw -2283415.798639 + Penalty 3253.865364 = -2280161.933276
  nChanged 100
		SP:Iteration 23Q (3970.450000 sec): 3 clusters
  Score: Raw -2283431.276149 + Penalty 3253.865364 = -2280177.410785
  nChanged 81
		SP:Iteration 24Q (3970.780000 sec): 3 clusters
  Score: Raw -2283445.588468 + Penalty 3253.865364 = -2280191.723105
  nChanged 93
		SP:Iteration 25Q (3971.050000 sec): 3 clusters
  Score: Raw -2283460.196268 + Penalty 3253.865364 = -2280206.330904
  nChanged 82
		SP:Iteration 26Q (3971.380000 sec): 3 clusters
  Score: Raw -2283471.532946 + Penalty 3253.865364 = -2280217.667582
  nChanged 75
		SP:Iteration 27Q (3971.660000 sec): 3 clusters
  Score: Raw -2283480.966066 + Penalty 3253.865364 = -2280227.100702
  nChanged 67
		SP:Iteration 28Q (3971.950000 sec): 3 clusters
  Score: Raw -2283489.735285 + Penalty 3253.865364 = -2280235.869922
  nChanged 58
		SP:Iteration 29Q (3972.250000 sec): 3 clusters
  Score: Raw -2283495.575145 + Penalty 3253.865364 = -2280241.709781
  nChanged 51
		SP:Iteration 30Q (3972.550000 sec): 3 clusters
  Score: Raw -2283501.235930 + Penalty 3253.865364 = -2280247.370566
  nChanged 49
		SP:Iteration 31Q (3972.800000 sec): 3 clusters
  Score: Raw -2283508.248941 + Penalty 3253.865364 = -2280254.383577
  nChanged 57
		SP:Iteration 32Q (3973.120000 sec): 3 clusters
  Score: Raw -2283514.655044 + Penalty 3253.865364 = -2280260.789680
  nChanged 44
		SP:Iteration 33Q (3973.370000 sec): 3 clusters
  Score: Raw -2283519.009285 + Penalty 3253.865364 = -2280265.143922
  nChanged 31
		SP:Iteration 34Q (3973.660000 sec): 3 clusters
  Score: Raw -2283521.584441 + Penalty 3253.865364 = -2280267.719078
  nChanged 27
		SP:Iteration 35Q (3974.000000 sec): 3 clusters
  Score: Raw -2283524.119683 + Penalty 3253.865364 = -2280270.254319
  nChanged 27
		SP:Iteration 36Q (3974.290000 sec): 3 clusters
  Score: Raw -2283526.221528 + Penalty 3253.865364 = -2280272.356164
  nChanged 25
		SP:Iteration 37Q (3974.600000 sec): 3 clusters
  Score: Raw -2283528.308627 + Penalty 3253.865364 = -2280274.443264
  nChanged 28
		SP:Iteration 38Q (3974.890000 sec): 3 clusters
  Score: Raw -2283530.417881 + Penalty 3253.865364 = -2280276.552517
  nChanged 23
		SP:Iteration 39Q (3975.160000 sec): 3 clusters
  Score: Raw -2283532.398732 + Penalty 3253.865364 = -2280278.533369
  nChanged 29
		SP:Iteration 40F (3975.460000 sec): 3 clusters
  Score: Raw -2283534.930494 + Penalty 3253.865364 = -2280281.065130
  nChanged 22
		SP:Iteration 41Q (3975.730000 sec): 3 clusters
  Score: Raw -2283536.852469 + Penalty 3253.865364 = -2280282.987106
  nChanged 24
		SP:Iteration 42Q (3976.030000 sec): 3 clusters
  Score: Raw -2283538.876582 + Penalty 3253.865364 = -2280285.011219
  nChanged 27
		SP:Iteration 43Q (3976.330000 sec): 3 clusters
  Score: Raw -2283541.534867 + Penalty 3253.865364 = -2280287.669504
  nChanged 21
		SP:Iteration 44Q (3976.680000 sec): 3 clusters
  Score: Raw -2283543.379082 + Penalty 3253.865364 = -2280289.513719
  nChanged 20
		SP:Iteration 45Q (3976.910000 sec): 3 clusters
  Score: Raw -2283544.725942 + Penalty 3253.865364 = -2280290.860579
  nChanged 14
		SP:Iteration 46Q (3977.220000 sec): 3 clusters
  Score: Raw -2283545.687415 + Penalty 3253.865364 = -2280291.822051
  nChanged 13
		SP:Iteration 47Q (3977.510000 sec): 3 clusters
  Score: Raw -2283546.545065 + Penalty 3253.865364 = -2280292.679701
  nChanged 11
		SP:Iteration 48Q (3977.810000 sec): 3 clusters
  Score: Raw -2283547.508501 + Penalty 3253.865364 = -2280293.643138
  nChanged 6
		SP:Iteration 49Q (3978.040000 sec): 3 clusters
  Score: Raw -2283547.783948 + Penalty 3253.865364 = -2280293.918585
  nChanged 5
		SP:Iteration 50Q (3978.330000 sec): 3 clusters
  Score: Raw -2283547.997938 + Penalty 3253.865364 = -2280294.132574
  nChanged 8
		SP:Iteration 51Q (3978.590000 sec): 3 clusters
  Score: Raw -2283548.574834 + Penalty 3253.865364 = -2280294.709470
  nChanged 12
		SP:Iteration 52Q (3978.870000 sec): 3 clusters
  Score: Raw -2283549.266673 + Penalty 3253.865364 = -2280295.401309
  nChanged 11
		SP:Iteration 53Q (3979.210000 sec): 3 clusters
  Score: Raw -2283549.848234 + Penalty 3253.865364 = -2280295.982871
  nChanged 9
		SP:Iteration 54Q (3979.520000 sec): 3 clusters
  Score: Raw -2283550.287427 + Penalty 3253.865364 = -2280296.422063
  nChanged 9
		SP:Iteration 55Q (3979.770000 sec): 3 clusters
  Score: Raw -2283550.705056 + Penalty 3253.865364 = -2280296.839693
  nChanged 7
		SP:Iteration 56Q (3980.060000 sec): 3 clusters
  Score: Raw -2283551.334786 + Penalty 3253.865364 = -2280297.469423
  nChanged 11
		SP:Iteration 57Q (3980.350000 sec): 3 clusters
  Score: Raw -2283551.956033 + Penalty 3253.865364 = -2280298.090669
  nChanged 6
		SP:Iteration 58Q (3980.600000 sec): 3 clusters
  Score: Raw -2283552.196507 + Penalty 3253.865364 = -2280298.331144
  nChanged 5
		SP:Iteration 59Q (3980.890000 sec): 3 clusters
  Score: Raw -2283552.431558 + Penalty 3253.865364 = -2280298.566194
  nChanged 5
		SP:Iteration 60F (3981.170000 sec): 3 clusters
  Score: Raw -2283552.924573 + Penalty 3253.865364 = -2280299.059210
  nChanged 6
		SP:Iteration 61Q (3981.480000 sec): 3 clusters
  Score: Raw -2283553.310115 + Penalty 3253.865364 = -2280299.444751
  nChanged 6
		SP:Iteration 62Q (3981.780000 sec): 3 clusters
  Score: Raw -2283553.704658 + Penalty 3253.865364 = -2280299.839294
  nChanged 4
		SP:Iteration 63Q (3982.070000 sec): 3 clusters
  Score: Raw -2283553.869619 + Penalty 3253.865364 = -2280300.004255
  nChanged 3
		SP:Iteration 64Q (3982.360000 sec): 3 clusters
  Score: Raw -2283553.987396 + Penalty 3253.865364 = -2280300.122032
  nChanged 5
		SP:Iteration 65Q (3982.700000 sec): 3 clusters
  Score: Raw -2283554.278043 + Penalty 3253.865364 = -2280300.412680
  nChanged 7
		SP:Iteration 66Q (3982.940000 sec): 3 clusters
  Score: Raw -2283554.657473 + Penalty 3253.865364 = -2280300.792110
  nChanged 7
		SP:Iteration 67Q (3983.220000 sec): 3 clusters
  Score: Raw -2283555.116489 + Penalty 3253.865364 = -2280301.251126
  nChanged 10
		SP:Iteration 68Q (3983.510000 sec): 3 clusters
  Score: Raw -2283555.724585 + Penalty 3253.865364 = -2280301.859221
  nChanged 8
		SP:Iteration 69Q (3983.810000 sec): 3 clusters
  Score: Raw -2283556.470674 + Penalty 3253.865364 = -2280302.605310
  nChanged 14
		SP:Iteration 70Q (3984.070000 sec): 3 clusters
  Score: Raw -2283557.790329 + Penalty 3253.865364 = -2280303.924966
  nChanged 18
		SP:Iteration 71Q (3984.330000 sec): 3 clusters
  Score: Raw -2283559.616961 + Penalty 3253.865364 = -2280305.751597
  nChanged 15
		SP:Iteration 72Q (3984.650000 sec): 3 clusters
  Score: Raw -2283560.967398 + Penalty 3253.865364 = -2280307.102034
  nChanged 15
		SP:Iteration 73Q (3984.960000 sec): 3 clusters
  Score: Raw -2283562.065361 + Penalty 3253.865364 = -2280308.199998
  nChanged 13
		SP:Iteration 74Q (3985.240000 sec): 3 clusters
  Score: Raw -2283563.112054 + Penalty 3253.865364 = -2280309.246691
  nChanged 18
		SP:Iteration 75Q (3985.500000 sec): 3 clusters
  Score: Raw -2283564.445833 + Penalty 3253.865364 = -2280310.580469
  nChanged 12
		SP:Iteration 76Q (3985.860000 sec): 3 clusters
  Score: Raw -2283565.294479 + Penalty 3253.865364 = -2280311.429115
  nChanged 10
		SP:Iteration 77Q (3986.140000 sec): 3 clusters
  Score: Raw -2283566.075300 + Penalty 3253.865364 = -2280312.209937
  nChanged 9
		SP:Iteration 78Q (3986.450000 sec): 3 clusters
  Score: Raw -2283566.923491 + Penalty 3253.865364 = -2280313.058128
  nChanged 10
		SP:Iteration 79Q (3986.730000 sec): 3 clusters
  Score: Raw -2283567.896521 + Penalty 3253.865364 = -2280314.031157
  nChanged 11
		SP:Iteration 80F (3987.070000 sec): 3 clusters
  Score: Raw -2283569.053254 + Penalty 3253.865364 = -2280315.187890
  nChanged 9
		SP:Iteration 81Q (3987.400000 sec): 3 clusters
  Score: Raw -2283569.531608 + Penalty 3253.865364 = -2280315.666245
  nChanged 6
		SP:Iteration 82Q (3987.700000 sec): 3 clusters
  Score: Raw -2283569.836405 + Penalty 3253.865364 = -2280315.971041
  nChanged 2
		SP:Iteration 83Q (3988.020000 sec): 3 clusters
  Score: Raw -2283569.909712 + Penalty 3253.865364 = -2280316.044348
  nChanged 0
		SP:Iteration 84F (3988.330000 sec): 3 clusters
  Score: Raw -2283569.909712 + Penalty 3253.865364 = -2280316.044348
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (18192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3988.520000 sec): 2 clusters
  Score: Raw -1700635.110800 + Penalty 1593.919798 = -1699041.191003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3988.820000 sec): 3 clusters
  Score: Raw -1689774.574286 + Penalty 3187.839595 = -1686586.734691
  nChanged 8274
		SP:Iteration 1F (3989.120000 sec): 3 clusters
  Score: Raw -1695298.863081 + Penalty 3187.839595 = -1692111.023486
  nChanged 1710
		SP:Iteration 2F (3989.400000 sec): 3 clusters
  Score: Raw -1696947.424780 + Penalty 3187.839595 = -1693759.585185
  nChanged 1652
		SP:Iteration 3F (3989.650000 sec): 3 clusters
  Score: Raw -1698415.917253 + Penalty 3187.839595 = -1695228.077658
  nChanged 1384
		SP:Iteration 4F (3989.980000 sec): 3 clusters
  Score: Raw -1699382.491765 + Penalty 3187.839595 = -1696194.652170
  nChanged 1031
		SP:Iteration 5F (3990.300000 sec): 3 clusters
  Score: Raw -1700042.369105 + Penalty 3187.839595 = -1696854.529509
  nChanged 832
		SP:Iteration 6Q (3990.580000 sec): 3 clusters
  Score: Raw -1700566.371282 + Penalty 3187.839595 = -1697378.531687
  nChanged 666
		SP:Iteration 7Q (3990.840000 sec): 3 clusters
  Score: Raw -1701009.831518 + Penalty 3187.839595 = -1697821.991923
  nChanged 587
		SP:Iteration 8Q (3991.130000 sec): 3 clusters
  Score: Raw -1701383.925320 + Penalty 3187.839595 = -1698196.085724
  nChanged 533
		SP:Iteration 9Q (3991.420000 sec): 3 clusters
  Score: Raw -1701704.401988 + Penalty 3187.839595 = -1698516.562392
  nChanged 505
		SP:Iteration 10Q (3991.630000 sec): 3 clusters
  Score: Raw -1701981.308445 + Penalty 3187.839595 = -1698793.468850
  nChanged 417
		SP:Iteration 11Q (3991.900000 sec): 3 clusters
  Score: Raw -1702185.032170 + Penalty 3187.839595 = -1698997.192575
  nChanged 364
		SP:Iteration 12Q (3992.140000 sec): 3 clusters
  Score: Raw -1702353.317616 + Penalty 3187.839595 = -1699165.478021
  nChanged 315
		SP:Iteration 13Q (3992.400000 sec): 3 clusters
  Score: Raw -1702500.167769 + Penalty 3187.839595 = -1699312.328174
  nChanged 271
		SP:Iteration 14Q (3992.700000 sec): 3 clusters
  Score: Raw -1702613.658285 + Penalty 3187.839595 = -1699425.818690
  nChanged 229
		SP:Iteration 15Q (3992.980000 sec): 3 clusters
  Score: Raw -1702713.800661 + Penalty 3187.839595 = -1699525.961066
  nChanged 210
		SP:Iteration 16Q (3993.200000 sec): 3 clusters
  Score: Raw -1702816.039019 + Penalty 3187.839595 = -1699628.199424
  nChanged 200
		SP:Iteration 17Q (3993.470000 sec): 3 clusters
  Score: Raw -1702913.610038 + Penalty 3187.839595 = -1699725.770443
  nChanged 192
		SP:Iteration 18Q (3993.720000 sec): 3 clusters
  Score: Raw -1703000.777087 + Penalty 3187.839595 = -1699812.937492
  nChanged 156
		SP:Iteration 19Q (3994.000000 sec): 3 clusters
  Score: Raw -1703060.477046 + Penalty 3187.839595 = -1699872.637451
  nChanged 143
		SP:Iteration 20F (3994.330000 sec): 3 clusters
  Score: Raw -1703125.005832 + Penalty 3187.839595 = -1699937.166237
  nChanged 140
		SP:Iteration 21Q (3994.560000 sec): 3 clusters
  Score: Raw -1703181.569302 + Penalty 3187.839595 = -1699993.729707
  nChanged 136
		SP:Iteration 22Q (3994.870000 sec): 3 clusters
  Score: Raw -1703233.028006 + Penalty 3187.839595 = -1700045.188411
  nChanged 131
		SP:Iteration 23Q (3995.150000 sec): 3 clusters
  Score: Raw -1703280.211808 + Penalty 3187.839595 = -1700092.372213
  nChanged 131
		SP:Iteration 24Q (3995.470000 sec): 3 clusters
  Score: Raw -1703333.182210 + Penalty 3187.839595 = -1700145.342615
  nChanged 156
		SP:Iteration 25Q (3995.750000 sec): 3 clusters
  Score: Raw -1703399.097595 + Penalty 3187.839595 = -1700211.258000
  nChanged 143
		SP:Iteration 26Q (3996.030000 sec): 3 clusters
  Score: Raw -1703469.717345 + Penalty 3187.839595 = -1700281.877750
  nChanged 135
		SP:Iteration 27Q (3996.350000 sec): 3 clusters
  Score: Raw -1703527.970673 + Penalty 3187.839595 = -1700340.131078
  nChanged 125
		SP:Iteration 28Q (3996.620000 sec): 3 clusters
  Score: Raw -1703575.519778 + Penalty 3187.839595 = -1700387.680183
  nChanged 112
		SP:Iteration 29Q (3996.890000 sec): 3 clusters
  Score: Raw -1703614.464587 + Penalty 3187.839595 = -1700426.624991
  nChanged 95
		SP:Iteration 30Q (3997.200000 sec): 3 clusters
  Score: Raw -1703644.720384 + Penalty 3187.839595 = -1700456.880789
  nChanged 86
		SP:Iteration 31Q (3997.440000 sec): 3 clusters
  Score: Raw -1703669.423087 + Penalty 3187.839595 = -1700481.583491
  nChanged 75
		SP:Iteration 32Q (3997.780000 sec): 3 clusters
  Score: Raw -1703683.215159 + Penalty 3187.839595 = -1700495.375564
  nChanged 63
		SP:Iteration 33Q (3998.080000 sec): 3 clusters
  Score: Raw -1703693.131837 + Penalty 3187.839595 = -1700505.292241
  nChanged 53
		SP:Iteration 34Q (3998.310000 sec): 3 clusters
  Score: Raw -1703702.361893 + Penalty 3187.839595 = -1700514.522298
  nChanged 60
		SP:Iteration 35Q (3998.700000 sec): 3 clusters
  Score: Raw -1703712.826381 + Penalty 3187.839595 = -1700524.986786
  nChanged 57
		SP:Iteration 36Q (3998.990000 sec): 3 clusters
  Score: Raw -1703722.160116 + Penalty 3187.839595 = -1700534.320521
  nChanged 41
		SP:Iteration 37Q (3999.320000 sec): 3 clusters
  Score: Raw -1703727.440064 + Penalty 3187.839595 = -1700539.600469
  nChanged 35
		SP:Iteration 38Q (3999.620000 sec): 3 clusters
  Score: Raw -1703731.842680 + Penalty 3187.839595 = -1700544.003084
  nChanged 24
		SP:Iteration 39Q (3999.900000 sec): 3 clusters
  Score: Raw -1703736.154868 + Penalty 3187.839595 = -1700548.315272
  nChanged 32
		SP:Iteration 40F (4000.210000 sec): 3 clusters
  Score: Raw -1703742.565713 + Penalty 3187.839595 = -1700554.726117
  nChanged 39
		SP:Iteration 41Q (4000.480000 sec): 3 clusters
  Score: Raw -1703748.380160 + Penalty 3187.839595 = -1700560.540565
  nChanged 34
		SP:Iteration 42Q (4000.690000 sec): 3 clusters
  Score: Raw -1703753.914092 + Penalty 3187.839595 = -1700566.074496
  nChanged 19
		SP:Iteration 43Q (4000.970000 sec): 3 clusters
  Score: Raw -1703758.168519 + Penalty 3187.839595 = -1700570.328924
  nChanged 22
		SP:Iteration 44Q (4001.290000 sec): 3 clusters
  Score: Raw -1703761.252620 + Penalty 3187.839595 = -1700573.413025
  nChanged 17
		SP:Iteration 45Q (4001.540000 sec): 3 clusters
  Score: Raw -1703763.840364 + Penalty 3187.839595 = -1700576.000768
  nChanged 19
		SP:Iteration 46Q (4001.850000 sec): 3 clusters
  Score: Raw -1703766.360308 + Penalty 3187.839595 = -1700578.520712
  nChanged 17
		SP:Iteration 47Q (4002.130000 sec): 3 clusters
  Score: Raw -1703768.019161 + Penalty 3187.839595 = -1700580.179566
  nChanged 8
		SP:Iteration 48Q (4002.410000 sec): 3 clusters
  Score: Raw -1703768.959921 + Penalty 3187.839595 = -1700581.120326
  nChanged 9
		SP:Iteration 49Q (4002.660000 sec): 3 clusters
  Score: Raw -1703770.417068 + Penalty 3187.839595 = -1700582.577473
  nChanged 13
		SP:Iteration 50Q (4002.940000 sec): 3 clusters
  Score: Raw -1703772.875508 + Penalty 3187.839595 = -1700585.035912
  nChanged 20
		SP:Iteration 51Q (4003.240000 sec): 3 clusters
  Score: Raw -1703776.948664 + Penalty 3187.839595 = -1700589.109069
  nChanged 25
		SP:Iteration 52Q (4003.590000 sec): 3 clusters
  Score: Raw -1703781.857203 + Penalty 3187.839595 = -1700594.017608
  nChanged 27
		SP:Iteration 53Q (4003.900000 sec): 3 clusters
  Score: Raw -1703785.666771 + Penalty 3187.839595 = -1700597.827176
  nChanged 17
		SP:Iteration 54Q (4004.120000 sec): 3 clusters
  Score: Raw -1703787.973797 + Penalty 3187.839595 = -1700600.134202
  nChanged 14
		SP:Iteration 55Q (4004.380000 sec): 3 clusters
  Score: Raw -1703789.536340 + Penalty 3187.839595 = -1700601.696745
  nChanged 12
		SP:Iteration 56Q (4004.620000 sec): 3 clusters
  Score: Raw -1703790.558155 + Penalty 3187.839595 = -1700602.718560
  nChanged 10
		SP:Iteration 57Q (4004.920000 sec): 3 clusters
  Score: Raw -1703791.549951 + Penalty 3187.839595 = -1700603.710356
  nChanged 13
		SP:Iteration 58Q (4005.230000 sec): 3 clusters
  Score: Raw -1703793.131028 + Penalty 3187.839595 = -1700605.291432
  nChanged 10
		SP:Iteration 59Q (4005.470000 sec): 3 clusters
  Score: Raw -1703794.309154 + Penalty 3187.839595 = -1700606.469559
  nChanged 6
		SP:Iteration 60F (4005.800000 sec): 3 clusters
  Score: Raw -1703795.116324 + Penalty 3187.839595 = -1700607.276729
  nChanged 8
		SP:Iteration 61Q (4006.030000 sec): 3 clusters
  Score: Raw -1703796.180482 + Penalty 3187.839595 = -1700608.340886
  nChanged 7
		SP:Iteration 62Q (4006.280000 sec): 3 clusters
  Score: Raw -1703796.717378 + Penalty 3187.839595 = -1700608.877783
  nChanged 5
		SP:Iteration 63Q (4006.580000 sec): 3 clusters
  Score: Raw -1703797.185195 + Penalty 3187.839595 = -1700609.345600
  nChanged 4
		SP:Iteration 64Q (4006.820000 sec): 3 clusters
  Score: Raw -1703797.510872 + Penalty 3187.839595 = -1700609.671277
  nChanged 4
		SP:Iteration 65Q (4007.100000 sec): 3 clusters
  Score: Raw -1703797.891722 + Penalty 3187.839595 = -1700610.052127
  nChanged 3
		SP:Iteration 66Q (4007.450000 sec): 3 clusters
  Score: Raw -1703798.658414 + Penalty 3187.839595 = -1700610.818819
  nChanged 8
		SP:Iteration 67Q (4007.700000 sec): 3 clusters
  Score: Raw -1703799.850455 + Penalty 3187.839595 = -1700612.010860
  nChanged 7
		SP:Iteration 68Q (4008.010000 sec): 3 clusters
  Score: Raw -1703800.632481 + Penalty 3187.839595 = -1700612.792886
  nChanged 8
		SP:Iteration 69Q (4008.290000 sec): 3 clusters
  Score: Raw -1703801.507448 + Penalty 3187.839595 = -1700613.667853
  nChanged 6
		SP:Iteration 70Q (4008.530000 sec): 3 clusters
  Score: Raw -1703802.278180 + Penalty 3187.839595 = -1700614.438585
  nChanged 9
		SP:Iteration 71Q (4008.810000 sec): 3 clusters
  Score: Raw -1703803.402707 + Penalty 3187.839595 = -1700615.563112
  nChanged 14
		SP:Iteration 72Q (4009.070000 sec): 3 clusters
  Score: Raw -1703805.135531 + Penalty 3187.839595 = -1700617.295936
  nChanged 11
		SP:Iteration 73Q (4009.330000 sec): 3 clusters
  Score: Raw -1703806.160444 + Penalty 3187.839595 = -1700618.320849
  nChanged 6
		SP:Iteration 74Q (4009.600000 sec): 3 clusters
  Score: Raw -1703806.625156 + Penalty 3187.839595 = -1700618.785561
  nChanged 5
		SP:Iteration 75Q (4009.900000 sec): 3 clusters
  Score: Raw -1703807.057721 + Penalty 3187.839595 = -1700619.218126
  nChanged 4
		SP:Iteration 76Q (4010.170000 sec): 3 clusters
  Score: Raw -1703807.541509 + Penalty 3187.839595 = -1700619.701914
  nChanged 5
		SP:Iteration 77Q (4010.410000 sec): 3 clusters
  Score: Raw -1703807.957042 + Penalty 3187.839595 = -1700620.117447
  nChanged 5
		SP:Iteration 78Q (4010.720000 sec): 3 clusters
  Score: Raw -1703808.522826 + Penalty 3187.839595 = -1700620.683231
  nChanged 5
		SP:Iteration 79Q (4010.940000 sec): 3 clusters
  Score: Raw -1703809.102789 + Penalty 3187.839595 = -1700621.263194
  nChanged 5
		SP:Iteration 80F (4011.210000 sec): 3 clusters
  Score: Raw -1703809.433526 + Penalty 3187.839595 = -1700621.593930
  nChanged 3
		SP:Iteration 81Q (4011.540000 sec): 3 clusters
  Score: Raw -1703809.592140 + Penalty 3187.839595 = -1700621.752545
  nChanged 2
		SP:Iteration 82Q (4011.840000 sec): 3 clusters
  Score: Raw -1703809.762312 + Penalty 3187.839595 = -1700621.922716
  nChanged 3
		SP:Iteration 83Q (4012.150000 sec): 3 clusters
  Score: Raw -1703809.929297 + Penalty 3187.839595 = -1700622.089702
  nChanged 3
		SP:Iteration 84Q (4012.430000 sec): 3 clusters
  Score: Raw -1703810.307831 + Penalty 3187.839595 = -1700622.468236
  nChanged 2
		SP:Iteration 85Q (4012.720000 sec): 3 clusters
  Score: Raw -1703810.461086 + Penalty 3187.839595 = -1700622.621491
  nChanged 3
		SP:Iteration 86Q (4013.000000 sec): 3 clusters
  Score: Raw -1703810.677475 + Penalty 3187.839595 = -1700622.837880
  nChanged 1
		SP:Iteration 87Q (4013.260000 sec): 3 clusters
  Score: Raw -1703810.717201 + Penalty 3187.839595 = -1700622.877606
  nChanged 1
		SP:Iteration 88Q (4013.570000 sec): 3 clusters
  Score: Raw -1703810.803393 + Penalty 3187.839595 = -1700622.963797
  nChanged 0
		SP:Iteration 89F (4013.870000 sec): 3 clusters
  Score: Raw -1703810.803393 + Penalty 3187.839595 = -1700622.963797
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Iteration 59Q (4073.710000 sec): 54 clusters
  Score: Raw -138009129.441137 + Penalty 121665.731838 = -137887463.709299
  nChanged 22075
Iteration 60F (4191.460000 sec): 54 clusters
  Score: Raw -138021129.625669 + Penalty 121665.731838 = -137899463.893831
  nChanged 17129
Iteration 61Q (4262.910000 sec): 54 clusters
  Score: Raw -138026555.414214 + Penalty 121665.731838 = -137904889.682375
  nChanged 11083
Iteration 62Q (4328.770000 sec): 54 clusters
  Score: Raw -138029726.290296 + Penalty 121665.731838 = -137908060.558457
  nChanged 8998
Iteration 63Q (4396.310000 sec): 54 clusters
  Score: Raw -138031963.248079 + Penalty 121665.731838 = -137910297.516241
  nChanged 7622
Iteration 64Q (4465.680000 sec): 54 clusters
  Score: Raw -138033631.343068 + Penalty 121665.731838 = -137911965.611230
  nChanged 6855
Iteration 65Q (4535.600000 sec): 54 clusters
  Score: Raw -138035076.264452 + Penalty 121665.731838 = -137913410.532613
  nChanged 6316
Iteration 66Q (4598.670000 sec): 54 clusters
  Score: Raw -138036496.151026 + Penalty 121665.731838 = -137914830.419187
  nChanged 5681
Iteration 67Q (4670.750000 sec): 54 clusters
  Score: Raw -138037908.046655 + Penalty 121665.731838 = -137916242.314817
  nChanged 5205
Iteration 68Q (4742.770000 sec): 54 clusters
  Score: Raw -138038826.751466 + Penalty 121665.731838 = -137917161.019628
  nChanged 4875
Iteration 69Q (4816.690000 sec): 54 clusters
  Score: Raw -138039714.172757 + Penalty 121665.731838 = -137918048.440919
  nChanged 4550
Iteration 70Q (4887.940000 sec): 54 clusters
  Score: Raw -138040749.409137 + Penalty 121665.731838 = -137919083.677299
  nChanged 4105
Iteration 71Q (4956.890000 sec): 54 clusters
  Score: Raw -138041543.292795 + Penalty 121665.731838 = -137919877.560957
  nChanged 3748
Iteration 72Q (5030.870000 sec): 54 clusters
  Score: Raw -138042161.546198 + Penalty 121665.731838 = -137920495.814360
  nChanged 3500
Iteration 73Q (5105.240000 sec): 54 clusters
  Score: Raw -138042624.844945 + Penalty 121665.731838 = -137920959.113107
  nChanged 3317
Iteration 74Q (5176.310000 sec): 54 clusters
  Score: Raw -138043019.554231 + Penalty 121665.731838 = -137921353.822392
  nChanged 3150
Iteration 75Q (5246.100000 sec): 54 clusters
  Score: Raw -138043393.834768 + Penalty 121665.731838 = -137921728.102930
  nChanged 2987
Iteration 76Q (5315.570000 sec): 54 clusters
  Score: Raw -138043759.107883 + Penalty 121665.731838 = -137922093.376044
  nChanged 2864
Iteration 77Q (5381.950000 sec): 54 clusters
  Score: Raw -138044092.661995 + Penalty 121665.731838 = -137922426.930156
  nChanged 2764
Iteration 78Q (5446.340000 sec): 54 clusters
  Score: Raw -138044422.901214 + Penalty 121665.731838 = -137922757.169376
  nChanged 2711
Iteration 79Q (5518.740000 sec): 54 clusters
  Score: Raw -138044755.778266 + Penalty 121665.731838 = -137923090.046427
  nChanged 2606
Iteration 80F (5639.550000 sec): 54 clusters
  Score: Raw -138045180.900518 + Penalty 121665.731838 = -137923515.168680
  nChanged 2642
Iteration 81Q (5717.220000 sec): 54 clusters
  Score: Raw -138045593.412388 + Penalty 121665.731838 = -137923927.680550
  nChanged 2731
Iteration 82Q (5790.980000 sec): 54 clusters
  Score: Raw -138045923.032342 + Penalty 121665.731838 = -137924257.300503
  nChanged 2677
Iteration 83Q (5870.800000 sec): 54 clusters
  Score: Raw -138046221.477968 + Penalty 121665.731838 = -137924555.746129
  nChanged 2645
Iteration 84Q (5940.920000 sec): 54 clusters
  Score: Raw -138046510.349494 + Penalty 121665.731838 = -137924844.617656
  nChanged 2597
Iteration 85Q (6015.300000 sec): 54 clusters
  Score: Raw -138046810.561026 + Penalty 121665.731838 = -137925144.829188
  nChanged 2656
Iteration 86Q (6087.890000 sec): 54 clusters
  Score: Raw -138047126.678783 + Penalty 121665.731838 = -137925460.946945
  nChanged 2631
Iteration 87Q (6158.960000 sec): 54 clusters
  Score: Raw -138047455.183704 + Penalty 121665.731838 = -137925789.451866
  nChanged 2734
Iteration 88Q (6240.280000 sec): 54 clusters
  Score: Raw -138047799.031694 + Penalty 121665.731838 = -137926133.299856
  nChanged 2761
Iteration 89Q (6325.420000 sec): 54 clusters
  Score: Raw -138048151.387884 + Penalty 121665.731838 = -137926485.656046
  nChanged 2700
Iteration 90Q (6405.370000 sec): 54 clusters
  Score: Raw -138048491.218967 + Penalty 121665.731838 = -137926825.487129
  nChanged 2751
Iteration 91Q (6477.140000 sec): 54 clusters
  Score: Raw -138048837.303588 + Penalty 121665.731838 = -137927171.571749
  nChanged 2702
Iteration 92Q (6552.120000 sec): 54 clusters
  Score: Raw -138049152.614454 + Penalty 121665.731838 = -137927486.882615
  nChanged 2703
Iteration 93Q (6624.910000 sec): 54 clusters
  Score: Raw -138049472.458442 + Penalty 121665.731838 = -137927806.726604
  nChanged 2672
Iteration 94Q (6698.300000 sec): 54 clusters
  Score: Raw -138049770.535165 + Penalty 121665.731838 = -137928104.803327
  nChanged 2577
Iteration 95Q (6767.360000 sec): 54 clusters
  Score: Raw -138050049.200566 + Penalty 121665.731838 = -137928383.468728
  nChanged 2539
Iteration 96Q (6838.180000 sec): 54 clusters
  Score: Raw -138050303.786519 + Penalty 121665.731838 = -137928638.054681
  nChanged 2381
Iteration 97Q (6907.060000 sec): 54 clusters
  Score: Raw -138050525.069450 + Penalty 121665.731838 = -137928859.337612
  nChanged 2263
Iteration 98Q (6978.740000 sec): 54 clusters
  Score: Raw -138050719.329475 + Penalty 121665.731838 = -137929053.597637
  nChanged 2121
Writing temp clu file 
Because OldScore, -137928859.337612, is greater than current (better) Score,-137929053.597637 
 Compute initial score before splitting:   Score: Raw -138050719.329475 + Penalty 121665.731838 = -137929053.597637
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6979.280000 sec): 2 clusters
  Score: Raw -348660.833709 + Penalty 1333.747094 = -347327.086615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6979.470000 sec): 3 clusters
  Score: Raw -346912.744594 + Penalty 2667.494188 = -344245.250406
  nChanged 1422
		SP:Iteration 1F (6979.680000 sec): 3 clusters
  Score: Raw -347822.423239 + Penalty 2667.494188 = -345154.929051
  nChanged 328
		SP:Iteration 2F (6979.840000 sec): 3 clusters
  Score: Raw -348065.871296 + Penalty 2667.494188 = -345398.377108
  nChanged 222
		SP:Iteration 3F (6980.050000 sec): 3 clusters
  Score: Raw -348211.928380 + Penalty 2667.494188 = -345544.434193
  nChanged 180
		SP:Iteration 4Q (6980.260000 sec): 3 clusters
  Score: Raw -348344.405133 + Penalty 2667.494188 = -345676.910945
  nChanged 155
		SP:Iteration 5Q (6980.450000 sec): 3 clusters
  Score: Raw -348441.954076 + Penalty 2667.494188 = -345774.459888
  nChanged 128
		SP:Iteration 6Q (6980.670000 sec): 3 clusters
  Score: Raw -348531.412742 + Penalty 2667.494188 = -345863.918555
  nChanged 109
		SP:Iteration 7Q (6980.910000 sec): 3 clusters
  Score: Raw -348593.215803 + Penalty 2667.494188 = -345925.721615
  nChanged 91
		SP:Iteration 8Q (6981.070000 sec): 3 clusters
  Score: Raw -348637.757429 + Penalty 2667.494188 = -345970.263241
  nChanged 59
		SP:Iteration 9Q (6981.270000 sec): 3 clusters
  Score: Raw -348658.500241 + Penalty 2667.494188 = -345991.006053
  nChanged 40
		SP:Iteration 10Q (6981.480000 sec): 3 clusters
  Score: Raw -348673.168017 + Penalty 2667.494188 = -346005.673830
  nChanged 37
		SP:Iteration 11Q (6981.670000 sec): 3 clusters
  Score: Raw -348685.965742 + Penalty 2667.494188 = -346018.471554
  nChanged 32
		SP:Iteration 12Q (6981.890000 sec): 3 clusters
  Score: Raw -348699.195479 + Penalty 2667.494188 = -346031.701292
  nChanged 33
		SP:Iteration 13Q (6982.090000 sec): 3 clusters
  Score: Raw -348709.760655 + Penalty 2667.494188 = -346042.266467
  nChanged 27
		SP:Iteration 14Q (6982.320000 sec): 3 clusters
  Score: Raw -348721.489725 + Penalty 2667.494188 = -346053.995537
  nChanged 40
		SP:Iteration 15Q (6982.520000 sec): 3 clusters
  Score: Raw -348739.982755 + Penalty 2667.494188 = -346072.488567
  nChanged 41
		SP:Iteration 16Q (6982.690000 sec): 3 clusters
  Score: Raw -348762.482149 + Penalty 2667.494188 = -346094.987961
  nChanged 45
		SP:Iteration 17Q (6982.890000 sec): 3 clusters
  Score: Raw -348782.095095 + Penalty 2667.494188 = -346114.600907
  nChanged 46
		SP:Iteration 18Q (6983.090000 sec): 3 clusters
  Score: Raw -348810.749159 + Penalty 2667.494188 = -346143.254971
  nChanged 54
		SP:Iteration 19Q (6983.250000 sec): 3 clusters
  Score: Raw -348847.625109 + Penalty 2667.494188 = -346180.130921
  nChanged 55
		SP:Iteration 20F (6983.470000 sec): 3 clusters
  Score: Raw -348888.144803 + Penalty 2667.494188 = -346220.650615
  nChanged 59
		SP:Iteration 21Q (6983.670000 sec): 3 clusters
  Score: Raw -348927.616528 + Penalty 2667.494188 = -346260.122340
  nChanged 60
		SP:Iteration 22Q (6983.850000 sec): 3 clusters
  Score: Raw -348962.449496 + Penalty 2667.494188 = -346294.955308
  nChanged 52
		SP:Iteration 23Q (6984.080000 sec): 3 clusters
  Score: Raw -348989.906696 + Penalty 2667.494188 = -346322.412508
  nChanged 39
		SP:Iteration 24Q (6984.240000 sec): 3 clusters
  Score: Raw -349009.790752 + Penalty 2667.494188 = -346342.296565
  nChanged 26
		SP:Iteration 25Q (6984.440000 sec): 3 clusters
  Score: Raw -349027.397010 + Penalty 2667.494188 = -346359.902822
  nChanged 33
		SP:Iteration 26Q (6984.630000 sec): 3 clusters
  Score: Raw -349047.060760 + Penalty 2667.494188 = -346379.566572
  nChanged 22
		SP:Iteration 27Q (6984.810000 sec): 3 clusters
  Score: Raw -349061.297487 + Penalty 2667.494188 = -346393.803299
  nChanged 23
		SP:Iteration 28Q (6985.020000 sec): 3 clusters
  Score: Raw -349076.867972 + Penalty 2667.494188 = -346409.373784
  nChanged 20
		SP:Iteration 29Q (6985.210000 sec): 3 clusters
  Score: Raw -349097.200873 + Penalty 2667.494188 = -346429.706685
  nChanged 32
		SP:Iteration 30Q (6985.420000 sec): 3 clusters
  Score: Raw -349121.309953 + Penalty 2667.494188 = -346453.815765
  nChanged 32
		SP:Iteration 31Q (6985.610000 sec): 3 clusters
  Score: Raw -349142.988320 + Penalty 2667.494188 = -346475.494132
  nChanged 28
		SP:Iteration 32Q (6985.800000 sec): 3 clusters
  Score: Raw -349159.962313 + Penalty 2667.494188 = -346492.468125
  nChanged 25
		SP:Iteration 33Q (6986.020000 sec): 3 clusters
  Score: Raw -349175.193524 + Penalty 2667.494188 = -346507.699336
  nChanged 22
		SP:Iteration 34Q (6986.190000 sec): 3 clusters
  Score: Raw -349188.230480 + Penalty 2667.494188 = -346520.736292
  nChanged 14
		SP:Iteration 35Q (6986.430000 sec): 3 clusters
  Score: Raw -349196.540497 + Penalty 2667.494188 = -346529.046309
  nChanged 18
		SP:Iteration 36Q (6986.630000 sec): 3 clusters
  Score: Raw -349210.138144 + Penalty 2667.494188 = -346542.643956
  nChanged 21
		SP:Iteration 37Q (6986.790000 sec): 3 clusters
  Score: Raw -349222.508304 + Penalty 2667.494188 = -346555.014116
  nChanged 22
		SP:Iteration 38Q (6987.010000 sec): 3 clusters
  Score: Raw -349231.226423 + Penalty 2667.494188 = -346563.732235
  nChanged 14
		SP:Iteration 39Q (6987.150000 sec): 3 clusters
  Score: Raw -349238.505085 + Penalty 2667.494188 = -346571.010897
  nChanged 14
		SP:Iteration 40F (6987.350000 sec): 3 clusters
  Score: Raw -349243.813417 + Penalty 2667.494188 = -346576.319229
  nChanged 6
		SP:Iteration 41Q (6987.520000 sec): 3 clusters
  Score: Raw -349245.353809 + Penalty 2667.494188 = -346577.859621
  nChanged 3
		SP:Iteration 42Q (6987.720000 sec): 3 clusters
  Score: Raw -349246.384759 + Penalty 2667.494188 = -346578.890571
  nChanged 4
		SP:Iteration 43Q (6987.910000 sec): 3 clusters
  Score: Raw -349247.266473 + Penalty 2667.494188 = -346579.772285
  nChanged 0
		SP:Iteration 44F (6988.090000 sec): 3 clusters
  Score: Raw -349247.266473 + Penalty 2667.494188 = -346579.772285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (90019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6988.590000 sec): 2 clusters
  Score: Raw -9585444.820351 + Penalty 1853.763606 = -9583591.056745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6989.170000 sec): 3 clusters
  Score: Raw -9527006.940522 + Penalty 3707.527212 = -9523299.413310
  nChanged 43178
		SP:Iteration 1F (6989.720000 sec): 3 clusters
  Score: Raw -9551838.152926 + Penalty 3707.527212 = -9548130.625714
  nChanged 2948
		SP:Iteration 2Q (6990.230000 sec): 3 clusters
  Score: Raw -9552545.991488 + Penalty 3707.527212 = -9548838.464276
  nChanged 3031
		SP:Iteration 3Q (6990.760000 sec): 3 clusters
  Score: Raw -9553363.276652 + Penalty 3707.527212 = -9549655.749440
  nChanged 3234
		SP:Iteration 4Q (6991.280000 sec): 3 clusters
  Score: Raw -9554404.361625 + Penalty 3707.527212 = -9550696.834413
  nChanged 3567
		SP:Iteration 5Q (6991.810000 sec): 3 clusters
  Score: Raw -9555791.788169 + Penalty 3707.527212 = -9552084.260956
  nChanged 4039
		SP:Iteration 6Q (6992.420000 sec): 3 clusters
  Score: Raw -9557683.301419 + Penalty 3707.527212 = -9553975.774206
  nChanged 4632
		SP:Iteration 7F (6993.050000 sec): 3 clusters
  Score: Raw -9560264.757723 + Penalty 3707.527212 = -9556557.230511
  nChanged 5059
		SP:Iteration 8F (6993.730000 sec): 3 clusters
  Score: Raw -9563575.916094 + Penalty 3707.527212 = -9559868.388882
  nChanged 5371
		SP:Iteration 9F (6994.360000 sec): 3 clusters
  Score: Raw -9567601.306892 + Penalty 3707.527212 = -9563893.779679
  nChanged 5244
		SP:Iteration 10F (6995.030000 sec): 3 clusters
  Score: Raw -9571618.480554 + Penalty 3707.527212 = -9567910.953342
  nChanged 4507
		SP:Iteration 11F (6995.690000 sec): 3 clusters
  Score: Raw -9574908.827489 + Penalty 3707.527212 = -9571201.300277
  nChanged 3660
		SP:Iteration 12Q (6996.330000 sec): 3 clusters
  Score: Raw -9577396.843880 + Penalty 3707.527212 = -9573689.316668
  nChanged 2778
		SP:Iteration 13Q (6996.980000 sec): 3 clusters
  Score: Raw -9579075.350104 + Penalty 3707.527212 = -9575367.822892
  nChanged 2157
		SP:Iteration 14Q (6997.570000 sec): 3 clusters
  Score: Raw -9580185.934715 + Penalty 3707.527212 = -9576478.407502
  nChanged 1709
		SP:Iteration 15Q (6998.150000 sec): 3 clusters
  Score: Raw -9580939.847048 + Penalty 3707.527212 = -9577232.319835
  nChanged 1378
		SP:Iteration 16Q (6998.770000 sec): 3 clusters
  Score: Raw -9581421.302763 + Penalty 3707.527212 = -9577713.775550
  nChanged 1121
		SP:Iteration 17Q (6999.390000 sec): 3 clusters
  Score: Raw -9581741.076642 + Penalty 3707.527212 = -9578033.549430
  nChanged 895
		SP:Iteration 18Q (6999.950000 sec): 3 clusters
  Score: Raw -9581940.429508 + Penalty 3707.527212 = -9578232.902296
  nChanged 711
		SP:Iteration 19Q (7000.530000 sec): 3 clusters
  Score: Raw -9582069.741075 + Penalty 3707.527212 = -9578362.213863
  nChanged 557
		SP:Iteration 20F (7001.200000 sec): 3 clusters
  Score: Raw -9582163.396953 + Penalty 3707.527212 = -9578455.869741
  nChanged 502
		SP:Iteration 21Q (7001.740000 sec): 3 clusters
  Score: Raw -9582242.430092 + Penalty 3707.527212 = -9578534.902880
  nChanged 440
		SP:Iteration 22Q (7002.330000 sec): 3 clusters
  Score: Raw -9582302.031286 + Penalty 3707.527212 = -9578594.504074
  nChanged 379
		SP:Iteration 23Q (7002.960000 sec): 3 clusters
  Score: Raw -9582346.254529 + Penalty 3707.527212 = -9578638.727317
  nChanged 327
		SP:Iteration 24Q (7003.530000 sec): 3 clusters
  Score: Raw -9582379.470458 + Penalty 3707.527212 = -9578671.943245
  nChanged 263
		SP:Iteration 25Q (7004.110000 sec): 3 clusters
  Score: Raw -9582400.428270 + Penalty 3707.527212 = -9578692.901058
  nChanged 195
		SP:Iteration 26Q (7004.730000 sec): 3 clusters
  Score: Raw -9582414.081684 + Penalty 3707.527212 = -9578706.554472
  nChanged 186
		SP:Iteration 27Q (7005.370000 sec): 3 clusters
  Score: Raw -9582423.642321 + Penalty 3707.527212 = -9578716.115108
  nChanged 137
		SP:Iteration 28Q (7005.970000 sec): 3 clusters
  Score: Raw -9582429.493299 + Penalty 3707.527212 = -9578721.966087
  nChanged 93
		SP:Iteration 29Q (7006.610000 sec): 3 clusters
  Score: Raw -9582433.029177 + Penalty 3707.527212 = -9578725.501965
  nChanged 76
		SP:Iteration 30Q (7007.280000 sec): 3 clusters
  Score: Raw -9582435.566481 + Penalty 3707.527212 = -9578728.039269
  nChanged 57
		SP:Iteration 31Q (7007.980000 sec): 3 clusters
  Score: Raw -9582437.286882 + Penalty 3707.527212 = -9578729.759670
  nChanged 48
		SP:Iteration 32Q (7008.640000 sec): 3 clusters
  Score: Raw -9582438.404862 + Penalty 3707.527212 = -9578730.877649
  nChanged 43
		SP:Iteration 33Q (7009.270000 sec): 3 clusters
  Score: Raw -9582439.586943 + Penalty 3707.527212 = -9578732.059730
  nChanged 39
		SP:Iteration 34Q (7009.820000 sec): 3 clusters
  Score: Raw -9582440.822641 + Penalty 3707.527212 = -9578733.295429
  nChanged 49
		SP:Iteration 35Q (7010.400000 sec): 3 clusters
  Score: Raw -9582442.208932 + Penalty 3707.527212 = -9578734.681720
  nChanged 39
		SP:Iteration 36Q (7010.920000 sec): 3 clusters
  Score: Raw -9582443.439501 + Penalty 3707.527212 = -9578735.912288
  nChanged 34
		SP:Iteration 37Q (7011.410000 sec): 3 clusters
  Score: Raw -9582444.467793 + Penalty 3707.527212 = -9578736.940581
  nChanged 29
		SP:Iteration 38Q (7011.900000 sec): 3 clusters
  Score: Raw -9582445.188358 + Penalty 3707.527212 = -9578737.661146
  nChanged 26
		SP:Iteration 39Q (7012.400000 sec): 3 clusters
  Score: Raw -9582445.735552 + Penalty 3707.527212 = -9578738.208339
  nChanged 21
		SP:Iteration 40F (7012.900000 sec): 3 clusters
  Score: Raw -9582446.210657 + Penalty 3707.527212 = -9578738.683444
  nChanged 15
		SP:Iteration 41Q (7013.440000 sec): 3 clusters
  Score: Raw -9582446.445843 + Penalty 3707.527212 = -9578738.918630
  nChanged 9
		SP:Iteration 42Q (7014.040000 sec): 3 clusters
  Score: Raw -9582446.580425 + Penalty 3707.527212 = -9578739.053212
  nChanged 6
		SP:Iteration 43Q (7014.640000 sec): 3 clusters
  Score: Raw -9582446.647991 + Penalty 3707.527212 = -9578739.120778
  nChanged 0
		SP:Iteration 44F (7015.300000 sec): 3 clusters
  Score: Raw -9582446.647991 + Penalty 3707.527212 = -9578739.120778
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (25927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7015.540000 sec): 2 clusters
  Score: Raw -2763280.808918 + Penalty 1651.494029 = -2761629.314889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7015.860000 sec): 3 clusters
  Score: Raw -2747523.136854 + Penalty 3302.988057 = -2744220.148797
  nChanged 11809
		SP:Iteration 1F (7016.190000 sec): 3 clusters
  Score: Raw -2754927.048302 + Penalty 3302.988057 = -2751624.060245
  nChanged 2028
		SP:Iteration 2F (7016.500000 sec): 3 clusters
  Score: Raw -2756577.262857 + Penalty 3302.988057 = -2753274.274800
  nChanged 2323
		SP:Iteration 3F (7016.780000 sec): 3 clusters
  Score: Raw -2758607.982755 + Penalty 3302.988057 = -2755304.994697
  nChanged 2221
		SP:Iteration 4F (7017.060000 sec): 3 clusters
  Score: Raw -2760147.811785 + Penalty 3302.988057 = -2756844.823728
  nChanged 1665
		SP:Iteration 5F (7017.410000 sec): 3 clusters
  Score: Raw -2760990.655406 + Penalty 3302.988057 = -2757687.667349
  nChanged 1115
		SP:Iteration 6Q (7017.730000 sec): 3 clusters
  Score: Raw -2761393.947175 + Penalty 3302.988057 = -2758090.959118
  nChanged 718
		SP:Iteration 7Q (7018.060000 sec): 3 clusters
  Score: Raw -2761599.195937 + Penalty 3302.988057 = -2758296.207879
  nChanged 498
		SP:Iteration 8Q (7018.410000 sec): 3 clusters
  Score: Raw -2761704.061307 + Penalty 3302.988057 = -2758401.073249
  nChanged 333
		SP:Iteration 9Q (7018.740000 sec): 3 clusters
  Score: Raw -2761760.916754 + Penalty 3302.988057 = -2758457.928697
  nChanged 222
		SP:Iteration 10Q (7019.110000 sec): 3 clusters
  Score: Raw -2761787.867218 + Penalty 3302.988057 = -2758484.879161
  nChanged 156
		SP:Iteration 11Q (7019.430000 sec): 3 clusters
  Score: Raw -2761802.394726 + Penalty 3302.988057 = -2758499.406669
  nChanged 104
		SP:Iteration 12Q (7019.720000 sec): 3 clusters
  Score: Raw -2761811.571098 + Penalty 3302.988057 = -2758508.583041
  nChanged 84
		SP:Iteration 13Q (7020.050000 sec): 3 clusters
  Score: Raw -2761818.167860 + Penalty 3302.988057 = -2758515.179803
  nChanged 73
		SP:Iteration 14Q (7020.360000 sec): 3 clusters
  Score: Raw -2761822.999440 + Penalty 3302.988057 = -2758520.011383
  nChanged 60
		SP:Iteration 15Q (7020.680000 sec): 3 clusters
  Score: Raw -2761827.692817 + Penalty 3302.988057 = -2758524.704760
  nChanged 44
		SP:Iteration 16Q (7020.970000 sec): 3 clusters
  Score: Raw -2761830.095213 + Penalty 3302.988057 = -2758527.107155
  nChanged 31
		SP:Iteration 17Q (7021.310000 sec): 3 clusters
  Score: Raw -2761831.590269 + Penalty 3302.988057 = -2758528.602211
  nChanged 21
		SP:Iteration 18Q (7021.610000 sec): 3 clusters
  Score: Raw -2761832.490379 + Penalty 3302.988057 = -2758529.502322
  nChanged 24
		SP:Iteration 19Q (7021.880000 sec): 3 clusters
  Score: Raw -2761833.427780 + Penalty 3302.988057 = -2758530.439723
  nChanged 17
		SP:Iteration 20F (7022.210000 sec): 3 clusters
  Score: Raw -2761834.048055 + Penalty 3302.988057 = -2758531.059998
  nChanged 11
		SP:Iteration 21Q (7022.540000 sec): 3 clusters
  Score: Raw -2761834.483746 + Penalty 3302.988057 = -2758531.495689
  nChanged 11
		SP:Iteration 22Q (7022.790000 sec): 3 clusters
  Score: Raw -2761834.928994 + Penalty 3302.988057 = -2758531.940936
  nChanged 6
		SP:Iteration 23Q (7023.070000 sec): 3 clusters
  Score: Raw -2761835.220318 + Penalty 3302.988057 = -2758532.232261
  nChanged 3
		SP:Iteration 24Q (7023.380000 sec): 3 clusters
  Score: Raw -2761835.335174 + Penalty 3302.988057 = -2758532.347117
  nChanged 3
		SP:Iteration 25Q (7023.690000 sec): 3 clusters
  Score: Raw -2761835.447533 + Penalty 3302.988057 = -2758532.459476
  nChanged 1
		SP:Iteration 26Q (7024.010000 sec): 3 clusters
  Score: Raw -2761835.462574 + Penalty 3302.988057 = -2758532.474516
  nChanged 0
		SP:Iteration 27F (7024.330000 sec): 3 clusters
  Score: Raw -2761835.462574 + Penalty 3302.988057 = -2758532.474516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (5950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7024.460000 sec): 2 clusters
  Score: Raw -549683.386212 + Penalty 1412.311306 = -548271.074906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7024.690000 sec): 3 clusters
  Score: Raw -546622.160627 + Penalty 2824.622612 = -543797.538015
  nChanged 2493
		SP:Iteration 1F (7024.860000 sec): 3 clusters
  Score: Raw -548205.133890 + Penalty 2824.622612 = -545380.511278
  nChanged 556
		SP:Iteration 2F (7025.110000 sec): 3 clusters
  Score: Raw -548639.976475 + Penalty 2824.622612 = -545815.353863
  nChanged 425
		SP:Iteration 3F (7025.300000 sec): 3 clusters
  Score: Raw -548982.872916 + Penalty 2824.622612 = -546158.250303
  nChanged 387
		SP:Iteration 4F (7025.520000 sec): 3 clusters
  Score: Raw -549323.017098 + Penalty 2824.622612 = -546498.394486
  nChanged 311
		SP:Iteration 5F (7025.730000 sec): 3 clusters
  Score: Raw -549602.258306 + Penalty 2824.622612 = -546777.635694
  nChanged 300
		SP:Iteration 6F (7025.930000 sec): 3 clusters
  Score: Raw -549817.289610 + Penalty 2824.622612 = -546992.666998
  nChanged 218
		SP:Iteration 7Q (7026.150000 sec): 3 clusters
  Score: Raw -549964.857045 + Penalty 2824.622612 = -547140.234433
  nChanged 185
		SP:Iteration 8Q (7026.370000 sec): 3 clusters
  Score: Raw -550075.400972 + Penalty 2824.622612 = -547250.778360
  nChanged 130
		SP:Iteration 9Q (7026.590000 sec): 3 clusters
  Score: Raw -550137.930820 + Penalty 2824.622612 = -547313.308208
  nChanged 101
		SP:Iteration 10Q (7026.870000 sec): 3 clusters
  Score: Raw -550184.328363 + Penalty 2824.622612 = -547359.705751
  nChanged 100
		SP:Iteration 11Q (7027.070000 sec): 3 clusters
  Score: Raw -550224.137895 + Penalty 2824.622612 = -547399.515283
  nChanged 94
		SP:Iteration 12Q (7027.320000 sec): 3 clusters
  Score: Raw -550264.094098 + Penalty 2824.622612 = -547439.471486
  nChanged 84
		SP:Iteration 13Q (7027.500000 sec): 3 clusters
  Score: Raw -550301.219584 + Penalty 2824.622612 = -547476.596972
  nChanged 72
		SP:Iteration 14Q (7027.710000 sec): 3 clusters
  Score: Raw -550333.310291 + Penalty 2824.622612 = -547508.687679
  nChanged 60
		SP:Iteration 15Q (7027.960000 sec): 3 clusters
  Score: Raw -550361.767620 + Penalty 2824.622612 = -547537.145008
  nChanged 78
		SP:Iteration 16Q (7028.180000 sec): 3 clusters
  Score: Raw -550393.969945 + Penalty 2824.622612 = -547569.347333
  nChanged 82
		SP:Iteration 17Q (7028.420000 sec): 3 clusters
  Score: Raw -550423.071424 + Penalty 2824.622612 = -547598.448812
  nChanged 68
		SP:Iteration 18Q (7028.620000 sec): 3 clusters
  Score: Raw -550445.483865 + Penalty 2824.622612 = -547620.861253
  nChanged 69
		SP:Iteration 19Q (7028.840000 sec): 3 clusters
  Score: Raw -550467.026309 + Penalty 2824.622612 = -547642.403697
  nChanged 53
		SP:Iteration 20F (7029.050000 sec): 3 clusters
  Score: Raw -550481.169198 + Penalty 2824.622612 = -547656.546586
  nChanged 43
		SP:Iteration 21Q (7029.240000 sec): 3 clusters
  Score: Raw -550494.991035 + Penalty 2824.622612 = -547670.368423
  nChanged 43
		SP:Iteration 22Q (7029.470000 sec): 3 clusters
  Score: Raw -550509.352080 + Penalty 2824.622612 = -547684.729468
  nChanged 50
		SP:Iteration 23Q (7029.680000 sec): 3 clusters
  Score: Raw -550530.096303 + Penalty 2824.622612 = -547705.473691
  nChanged 64
		SP:Iteration 24Q (7029.890000 sec): 3 clusters
  Score: Raw -550559.582309 + Penalty 2824.622612 = -547734.959697
  nChanged 72
		SP:Iteration 25Q (7030.150000 sec): 3 clusters
  Score: Raw -550588.448852 + Penalty 2824.622612 = -547763.826239
  nChanged 68
		SP:Iteration 26Q (7030.360000 sec): 3 clusters
  Score: Raw -550615.248431 + Penalty 2824.622612 = -547790.625819
  nChanged 75
		SP:Iteration 27Q (7030.540000 sec): 3 clusters
  Score: Raw -550646.477615 + Penalty 2824.622612 = -547821.855003
  nChanged 86
		SP:Iteration 28Q (7030.730000 sec): 3 clusters
  Score: Raw -550682.115824 + Penalty 2824.622612 = -547857.493212
  nChanged 77
		SP:Iteration 29Q (7030.930000 sec): 3 clusters
  Score: Raw -550712.328999 + Penalty 2824.622612 = -547887.706387
  nChanged 85
		SP:Iteration 30Q (7031.190000 sec): 3 clusters
  Score: Raw -550758.298446 + Penalty 2824.622612 = -547933.675834
  nChanged 96
		SP:Iteration 31Q (7031.440000 sec): 3 clusters
  Score: Raw -550816.901956 + Penalty 2824.622612 = -547992.279344
  nChanged 106
		SP:Iteration 32Q (7031.650000 sec): 3 clusters
  Score: Raw -550886.079823 + Penalty 2824.622612 = -548061.457211
  nChanged 123
		SP:Iteration 33Q (7031.870000 sec): 3 clusters
  Score: Raw -550962.815353 + Penalty 2824.622612 = -548138.192741
  nChanged 116
		SP:Iteration 34Q (7032.090000 sec): 3 clusters
  Score: Raw -551037.133940 + Penalty 2824.622612 = -548212.511328
  nChanged 129
		SP:Iteration 35Q (7032.290000 sec): 3 clusters
  Score: Raw -551135.813347 + Penalty 2824.622612 = -548311.190735
  nChanged 133
		SP:Iteration 36Q (7032.530000 sec): 3 clusters
  Score: Raw -551243.638287 + Penalty 2824.622612 = -548419.015675
  nChanged 127
		SP:Iteration 37Q (7032.760000 sec): 3 clusters
  Score: Raw -551348.216346 + Penalty 2824.622612 = -548523.593734
  nChanged 131
		SP:Iteration 38Q (7032.990000 sec): 3 clusters
  Score: Raw -551476.082986 + Penalty 2824.622612 = -548651.460374
  nChanged 136
		SP:Iteration 39Q (7033.250000 sec): 3 clusters
  Score: Raw -551591.819013 + Penalty 2824.622612 = -548767.196401
  nChanged 88
		SP:Iteration 40F (7033.450000 sec): 3 clusters
  Score: Raw -551653.994906 + Penalty 2824.622612 = -548829.372294
  nChanged 78
		SP:Iteration 41Q (7033.630000 sec): 3 clusters
  Score: Raw -551712.048067 + Penalty 2824.622612 = -548887.425455
  nChanged 71
		SP:Iteration 42Q (7033.860000 sec): 3 clusters
  Score: Raw -551770.955067 + Penalty 2824.622612 = -548946.332455
  nChanged 68
		SP:Iteration 43Q (7034.060000 sec): 3 clusters
  Score: Raw -551829.143878 + Penalty 2824.622612 = -549004.521266
  nChanged 49
		SP:Iteration 44Q (7034.230000 sec): 3 clusters
  Score: Raw -551864.194999 + Penalty 2824.622612 = -549039.572387
  nChanged 34
		SP:Iteration 45Q (7034.450000 sec): 3 clusters
  Score: Raw -551889.965777 + Penalty 2824.622612 = -549065.343165
  nChanged 35
		SP:Iteration 46Q (7034.650000 sec): 3 clusters
  Score: Raw -551918.397720 + Penalty 2824.622612 = -549093.775108
  nChanged 24
		SP:Iteration 47Q (7034.930000 sec): 3 clusters
  Score: Raw -551936.001026 + Penalty 2824.622612 = -549111.378414
  nChanged 24
		SP:Iteration 48Q (7035.130000 sec): 3 clusters
  Score: Raw -551953.957202 + Penalty 2824.622612 = -549129.334590
  nChanged 16
		SP:Iteration 49Q (7035.320000 sec): 3 clusters
  Score: Raw -551965.097550 + Penalty 2824.622612 = -549140.474938
  nChanged 15
		SP:Iteration 50Q (7035.540000 sec): 3 clusters
  Score: Raw -551976.395518 + Penalty 2824.622612 = -549151.772906
  nChanged 19
		SP:Iteration 51Q (7035.740000 sec): 3 clusters
  Score: Raw -551992.426017 + Penalty 2824.622612 = -549167.803405
  nChanged 24
		SP:Iteration 52Q (7035.960000 sec): 3 clusters
  Score: Raw -552012.480799 + Penalty 2824.622612 = -549187.858187
  nChanged 25
		SP:Iteration 53Q (7036.160000 sec): 3 clusters
  Score: Raw -552040.105533 + Penalty 2824.622612 = -549215.482921
  nChanged 22
		SP:Iteration 54Q (7036.390000 sec): 3 clusters
  Score: Raw -552066.789244 + Penalty 2824.622612 = -549242.166632
  nChanged 30
		SP:Iteration 55Q (7036.580000 sec): 3 clusters
  Score: Raw -552104.663504 + Penalty 2824.622612 = -549280.040892
  nChanged 23
		SP:Iteration 56Q (7036.830000 sec): 3 clusters
  Score: Raw -552127.309044 + Penalty 2824.622612 = -549302.686432
  nChanged 20
		SP:Iteration 57Q (7037.040000 sec): 3 clusters
  Score: Raw -552149.086791 + Penalty 2824.622612 = -549324.464179
  nChanged 18
		SP:Iteration 58Q (7037.230000 sec): 3 clusters
  Score: Raw -552165.985030 + Penalty 2824.622612 = -549341.362418
  nChanged 12
		SP:Iteration 59Q (7037.430000 sec): 3 clusters
  Score: Raw -552173.718851 + Penalty 2824.622612 = -549349.096239
  nChanged 8
		SP:Iteration 60F (7037.600000 sec): 3 clusters
  Score: Raw -552179.029974 + Penalty 2824.622612 = -549354.407362
  nChanged 7
		SP:Iteration 61Q (7037.790000 sec): 3 clusters
  Score: Raw -552183.570820 + Penalty 2824.622612 = -549358.948208
  nChanged 2
		SP:Iteration 62Q (7037.990000 sec): 3 clusters
  Score: Raw -552185.872854 + Penalty 2824.622612 = -549361.250242
  nChanged 3
		SP:Iteration 63Q (7038.190000 sec): 3 clusters
  Score: Raw -552187.658282 + Penalty 2824.622612 = -549363.035670
  nChanged 1
		SP:Iteration 64Q (7038.380000 sec): 3 clusters
  Score: Raw -552188.071501 + Penalty 2824.622612 = -549363.448889
  nChanged 0
		SP:Iteration 65F (7038.600000 sec): 3 clusters
  Score: Raw -552188.071501 + Penalty 2824.622612 = -549363.448889
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (16096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7038.790000 sec): 2 clusters
  Score: Raw -1637827.966430 + Penalty 1574.027987 = -1636253.938443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7039.040000 sec): 3 clusters
  Score: Raw -1628340.407236 + Penalty 3148.055974 = -1625192.351263
  nChanged 7166
		SP:Iteration 1F (7039.290000 sec): 3 clusters
  Score: Raw -1632348.381515 + Penalty 3148.055974 = -1629200.325541
  nChanged 851
		SP:Iteration 2F (7039.590000 sec): 3 clusters
  Score: Raw -1632759.051089 + Penalty 3148.055974 = -1629610.995115
  nChanged 933
		SP:Iteration 3F (7039.820000 sec): 3 clusters
  Score: Raw -1633295.175765 + Penalty 3148.055974 = -1630147.119791
  nChanged 1010
		SP:Iteration 4F (7040.110000 sec): 3 clusters
  Score: Raw -1633988.026454 + Penalty 3148.055974 = -1630839.970481
  nChanged 1118
		SP:Iteration 5F (7040.440000 sec): 3 clusters
  Score: Raw -1634907.739028 + Penalty 3148.055974 = -1631759.683055
  nChanged 1099
		SP:Iteration 6F (7040.700000 sec): 3 clusters
  Score: Raw -1636008.052659 + Penalty 3148.055974 = -1632859.996686
  nChanged 1021
		SP:Iteration 7F (7040.940000 sec): 3 clusters
  Score: Raw -1637124.178241 + Penalty 3148.055974 = -1633976.122268
  nChanged 751
		SP:Iteration 8Q (7041.220000 sec): 3 clusters
  Score: Raw -1637899.992960 + Penalty 3148.055974 = -1634751.936986
  nChanged 481
		SP:Iteration 9Q (7041.430000 sec): 3 clusters
  Score: Raw -1638226.462873 + Penalty 3148.055974 = -1635078.406900
  nChanged 237
		SP:Iteration 10Q (7041.670000 sec): 3 clusters
  Score: Raw -1638352.442762 + Penalty 3148.055974 = -1635204.386789
  nChanged 156
		SP:Iteration 11Q (7041.870000 sec): 3 clusters
  Score: Raw -1638413.915345 + Penalty 3148.055974 = -1635265.859371
  nChanged 133
		SP:Iteration 12Q (7042.110000 sec): 3 clusters
  Score: Raw -1638447.763968 + Penalty 3148.055974 = -1635299.707995
  nChanged 75
		SP:Iteration 13Q (7042.360000 sec): 3 clusters
  Score: Raw -1638464.288454 + Penalty 3148.055974 = -1635316.232480
  nChanged 54
		SP:Iteration 14Q (7042.550000 sec): 3 clusters
  Score: Raw -1638474.877555 + Penalty 3148.055974 = -1635326.821581
  nChanged 42
		SP:Iteration 15Q (7042.790000 sec): 3 clusters
  Score: Raw -1638481.339068 + Penalty 3148.055974 = -1635333.283095
  nChanged 37
		SP:Iteration 16Q (7043.050000 sec): 3 clusters
  Score: Raw -1638485.912181 + Penalty 3148.055974 = -1635337.856208
  nChanged 22
		SP:Iteration 17Q (7043.340000 sec): 3 clusters
  Score: Raw -1638488.528551 + Penalty 3148.055974 = -1635340.472577
  nChanged 21
		SP:Iteration 18Q (7043.560000 sec): 3 clusters
  Score: Raw -1638490.918432 + Penalty 3148.055974 = -1635342.862459
  nChanged 16
		SP:Iteration 19Q (7043.850000 sec): 3 clusters
  Score: Raw -1638492.452879 + Penalty 3148.055974 = -1635344.396905
  nChanged 12
		SP:Iteration 20F (7044.090000 sec): 3 clusters
  Score: Raw -1638493.629357 + Penalty 3148.055974 = -1635345.573383
  nChanged 14
		SP:Iteration 21Q (7044.330000 sec): 3 clusters
  Score: Raw -1638495.207010 + Penalty 3148.055974 = -1635347.151037
  nChanged 12
		SP:Iteration 22Q (7044.560000 sec): 3 clusters
  Score: Raw -1638496.374778 + Penalty 3148.055974 = -1635348.318804
  nChanged 6
		SP:Iteration 23Q (7044.830000 sec): 3 clusters
  Score: Raw -1638496.973915 + Penalty 3148.055974 = -1635348.917942
  nChanged 4
		SP:Iteration 24Q (7045.050000 sec): 3 clusters
  Score: Raw -1638497.462436 + Penalty 3148.055974 = -1635349.406462
  nChanged 8
		SP:Iteration 25Q (7045.280000 sec): 3 clusters
  Score: Raw -1638498.376986 + Penalty 3148.055974 = -1635350.321012
  nChanged 11
		SP:Iteration 26Q (7045.580000 sec): 3 clusters
  Score: Raw -1638499.451273 + Penalty 3148.055974 = -1635351.395299
  nChanged 11
		SP:Iteration 27Q (7045.810000 sec): 3 clusters
  Score: Raw -1638500.523171 + Penalty 3148.055974 = -1635352.467197
  nChanged 9
		SP:Iteration 28Q (7046.010000 sec): 3 clusters
  Score: Raw -1638501.331508 + Penalty 3148.055974 = -1635353.275534
  nChanged 4
		SP:Iteration 29Q (7046.280000 sec): 3 clusters
  Score: Raw -1638501.663800 + Penalty 3148.055974 = -1635353.607827
  nChanged 5
		SP:Iteration 30Q (7046.540000 sec): 3 clusters
  Score: Raw -1638502.146993 + Penalty 3148.055974 = -1635354.091020
  nChanged 8
		SP:Iteration 31Q (7046.770000 sec): 3 clusters
  Score: Raw -1638502.935769 + Penalty 3148.055974 = -1635354.879795
  nChanged 6
		SP:Iteration 32Q (7047.070000 sec): 3 clusters
  Score: Raw -1638503.609099 + Penalty 3148.055974 = -1635355.553125
  nChanged 5
		SP:Iteration 33Q (7047.300000 sec): 3 clusters
  Score: Raw -1638503.792281 + Penalty 3148.055974 = -1635355.736307
  nChanged 3
		SP:Iteration 34Q (7047.600000 sec): 3 clusters
  Score: Raw -1638504.018259 + Penalty 3148.055974 = -1635355.962285
  nChanged 3
		SP:Iteration 35Q (7047.840000 sec): 3 clusters
  Score: Raw -1638504.272359 + Penalty 3148.055974 = -1635356.216385
  nChanged 2
		SP:Iteration 36Q (7048.120000 sec): 3 clusters
  Score: Raw -1638504.588445 + Penalty 3148.055974 = -1635356.532471
  nChanged 3
		SP:Iteration 37Q (7048.340000 sec): 3 clusters
  Score: Raw -1638504.775469 + Penalty 3148.055974 = -1635356.719495
  nChanged 2
		SP:Iteration 38Q (7048.580000 sec): 3 clusters
  Score: Raw -1638504.847355 + Penalty 3148.055974 = -1635356.791382
  nChanged 2
		SP:Iteration 39Q (7048.850000 sec): 3 clusters
  Score: Raw -1638504.990571 + Penalty 3148.055974 = -1635356.934597
  nChanged 0
		SP:Iteration 40F (7049.110000 sec): 3 clusters
  Score: Raw -1638504.990571 + Penalty 3148.055974 = -1635356.934597
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (14483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7049.230000 sec): 2 clusters
  Score: Raw -1521515.820046 + Penalty 1556.868759 = -1519958.951287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7049.510000 sec): 3 clusters
  Score: Raw -1513012.114415 + Penalty 3113.737519 = -1509898.376896
  nChanged 6413
		SP:Iteration 1F (7049.740000 sec): 3 clusters
  Score: Raw -1516724.804813 + Penalty 3113.737519 = -1513611.067294
  nChanged 1040
		SP:Iteration 2F (7050.000000 sec): 3 clusters
  Score: Raw -1517557.786156 + Penalty 3113.737519 = -1514444.048637
  nChanged 1208
		SP:Iteration 3F (7050.300000 sec): 3 clusters
  Score: Raw -1518708.864666 + Penalty 3113.737519 = -1515595.127148
  nChanged 1318
		SP:Iteration 4F (7050.580000 sec): 3 clusters
  Score: Raw -1520075.462621 + Penalty 3113.737519 = -1516961.725103
  nChanged 1273
		SP:Iteration 5F (7050.830000 sec): 3 clusters
  Score: Raw -1521261.014937 + Penalty 3113.737519 = -1518147.277419
  nChanged 970
		SP:Iteration 6F (7051.090000 sec): 3 clusters
  Score: Raw -1521986.473493 + Penalty 3113.737519 = -1518872.735974
  nChanged 643
		SP:Iteration 7Q (7051.380000 sec): 3 clusters
  Score: Raw -1522391.770320 + Penalty 3113.737519 = -1519278.032801
  nChanged 418
		SP:Iteration 8Q (7051.620000 sec): 3 clusters
  Score: Raw -1522639.873328 + Penalty 3113.737519 = -1519526.135809
  nChanged 317
		SP:Iteration 9Q (7051.840000 sec): 3 clusters
  Score: Raw -1522830.178938 + Penalty 3113.737519 = -1519716.441419
  nChanged 241
		SP:Iteration 10Q (7052.080000 sec): 3 clusters
  Score: Raw -1522974.611829 + Penalty 3113.737519 = -1519860.874310
  nChanged 181
		SP:Iteration 11Q (7052.390000 sec): 3 clusters
  Score: Raw -1523063.050791 + Penalty 3113.737519 = -1519949.313272
  nChanged 144
		SP:Iteration 12Q (7052.710000 sec): 3 clusters
  Score: Raw -1523123.118545 + Penalty 3113.737519 = -1520009.381026
  nChanged 116
		SP:Iteration 13Q (7052.980000 sec): 3 clusters
  Score: Raw -1523162.695953 + Penalty 3113.737519 = -1520048.958434
  nChanged 77
		SP:Iteration 14Q (7053.260000 sec): 3 clusters
  Score: Raw -1523182.598901 + Penalty 3113.737519 = -1520068.861383
  nChanged 60
		SP:Iteration 15Q (7053.520000 sec): 3 clusters
  Score: Raw -1523196.370082 + Penalty 3113.737519 = -1520082.632564
  nChanged 44
		SP:Iteration 16Q (7053.770000 sec): 3 clusters
  Score: Raw -1523207.220883 + Penalty 3113.737519 = -1520093.483364
  nChanged 37
		SP:Iteration 17Q (7054.030000 sec): 3 clusters
  Score: Raw -1523216.963677 + Penalty 3113.737519 = -1520103.226158
  nChanged 41
		SP:Iteration 18Q (7054.290000 sec): 3 clusters
  Score: Raw -1523226.025460 + Penalty 3113.737519 = -1520112.287941
  nChanged 31
		SP:Iteration 19Q (7054.610000 sec): 3 clusters
  Score: Raw -1523233.205238 + Penalty 3113.737519 = -1520119.467720
  nChanged 28
		SP:Iteration 20F (7054.830000 sec): 3 clusters
  Score: Raw -1523238.035654 + Penalty 3113.737519 = -1520124.298135
  nChanged 21
		SP:Iteration 21Q (7055.100000 sec): 3 clusters
  Score: Raw -1523241.938638 + Penalty 3113.737519 = -1520128.201119
  nChanged 15
		SP:Iteration 22Q (7055.310000 sec): 3 clusters
  Score: Raw -1523244.961298 + Penalty 3113.737519 = -1520131.223779
  nChanged 18
		SP:Iteration 23Q (7055.560000 sec): 3 clusters
  Score: Raw -1523247.975417 + Penalty 3113.737519 = -1520134.237899
  nChanged 20
		SP:Iteration 24Q (7055.820000 sec): 3 clusters
  Score: Raw -1523250.868017 + Penalty 3113.737519 = -1520137.130498
  nChanged 21
		SP:Iteration 25Q (7056.050000 sec): 3 clusters
  Score: Raw -1523254.762476 + Penalty 3113.737519 = -1520141.024958
  nChanged 16
		SP:Iteration 26Q (7056.330000 sec): 3 clusters
  Score: Raw -1523257.078743 + Penalty 3113.737519 = -1520143.341224
  nChanged 8
		SP:Iteration 27Q (7056.530000 sec): 3 clusters
  Score: Raw -1523258.734749 + Penalty 3113.737519 = -1520144.997231
  nChanged 9
		SP:Iteration 28Q (7056.800000 sec): 3 clusters
  Score: Raw -1523260.236742 + Penalty 3113.737519 = -1520146.499224
  nChanged 7
		SP:Iteration 29Q (7057.060000 sec): 3 clusters
  Score: Raw -1523261.534472 + Penalty 3113.737519 = -1520147.796953
  nChanged 13
		SP:Iteration 30Q (7057.310000 sec): 3 clusters
  Score: Raw -1523264.216089 + Penalty 3113.737519 = -1520150.478570
  nChanged 13
		SP:Iteration 31Q (7057.550000 sec): 3 clusters
  Score: Raw -1523266.834072 + Penalty 3113.737519 = -1520153.096554
  nChanged 15
		SP:Iteration 32Q (7057.800000 sec): 3 clusters
  Score: Raw -1523269.171787 + Penalty 3113.737519 = -1520155.434268
  nChanged 8
		SP:Iteration 33Q (7058.070000 sec): 3 clusters
  Score: Raw -1523270.570950 + Penalty 3113.737519 = -1520156.833431
  nChanged 10
		SP:Iteration 34Q (7058.330000 sec): 3 clusters
  Score: Raw -1523272.113294 + Penalty 3113.737519 = -1520158.375775
  nChanged 11
		SP:Iteration 35Q (7058.690000 sec): 3 clusters
  Score: Raw -1523273.608272 + Penalty 3113.737519 = -1520159.870754
  nChanged 13
		SP:Iteration 36Q (7058.920000 sec): 3 clusters
  Score: Raw -1523275.212206 + Penalty 3113.737519 = -1520161.474687
  nChanged 13
		SP:Iteration 37Q (7059.250000 sec): 3 clusters
  Score: Raw -1523277.402727 + Penalty 3113.737519 = -1520163.665208
  nChanged 11
		SP:Iteration 38Q (7059.530000 sec): 3 clusters
  Score: Raw -1523278.988733 + Penalty 3113.737519 = -1520165.251214
  nChanged 10
		SP:Iteration 39Q (7059.740000 sec): 3 clusters
  Score: Raw -1523280.163824 + Penalty 3113.737519 = -1520166.426305
  nChanged 8
		SP:Iteration 40F (7060.030000 sec): 3 clusters
  Score: Raw -1523281.360957 + Penalty 3113.737519 = -1520167.623438
  nChanged 6
		SP:Iteration 41Q (7060.270000 sec): 3 clusters
  Score: Raw -1523282.739677 + Penalty 3113.737519 = -1520169.002158
  nChanged 9
		SP:Iteration 42Q (7060.490000 sec): 3 clusters
  Score: Raw -1523284.373200 + Penalty 3113.737519 = -1520170.635681
  nChanged 12
		SP:Iteration 43Q (7060.710000 sec): 3 clusters
  Score: Raw -1523287.249717 + Penalty 3113.737519 = -1520173.512198
  nChanged 14
		SP:Iteration 44Q (7060.980000 sec): 3 clusters
  Score: Raw -1523292.032489 + Penalty 3113.737519 = -1520178.294970
  nChanged 15
		SP:Iteration 45Q (7061.250000 sec): 3 clusters
  Score: Raw -1523295.584677 + Penalty 3113.737519 = -1520181.847159
  nChanged 16
		SP:Iteration 46Q (7061.500000 sec): 3 clusters
  Score: Raw -1523299.559868 + Penalty 3113.737519 = -1520185.822349
  nChanged 14
		SP:Iteration 47Q (7061.730000 sec): 3 clusters
  Score: Raw -1523301.672512 + Penalty 3113.737519 = -1520187.934993
  nChanged 9
		SP:Iteration 48Q (7061.990000 sec): 3 clusters
  Score: Raw -1523302.709926 + Penalty 3113.737519 = -1520188.972407
  nChanged 7
		SP:Iteration 49Q (7062.210000 sec): 3 clusters
  Score: Raw -1523303.273431 + Penalty 3113.737519 = -1520189.535912
  nChanged 3
		SP:Iteration 50Q (7062.450000 sec): 3 clusters
  Score: Raw -1523303.584637 + Penalty 3113.737519 = -1520189.847118
  nChanged 1
		SP:Iteration 51Q (7062.730000 sec): 3 clusters
  Score: Raw -1523303.707416 + Penalty 3113.737519 = -1520189.969898
  nChanged 1
		SP:Iteration 52Q (7062.980000 sec): 3 clusters
  Score: Raw -1523303.792506 + Penalty 3113.737519 = -1520190.054987
  nChanged 0
		SP:Iteration 53F (7063.240000 sec): 3 clusters
  Score: Raw -1523303.792506 + Penalty 3113.737519 = -1520190.054987
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (19673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7063.460000 sec): 2 clusters
  Score: Raw -2032070.656204 + Penalty 1606.637893 = -2030464.018312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7063.760000 sec): 3 clusters
  Score: Raw -2020362.399912 + Penalty 3213.275785 = -2017149.124127
  nChanged 8822
		SP:Iteration 1F (7064.030000 sec): 3 clusters
  Score: Raw -2025398.186431 + Penalty 3213.275785 = -2022184.910645
  nChanged 1258
		SP:Iteration 2F (7064.300000 sec): 3 clusters
  Score: Raw -2026071.629068 + Penalty 3213.275785 = -2022858.353283
  nChanged 1284
		SP:Iteration 3F (7064.550000 sec): 3 clusters
  Score: Raw -2026796.859094 + Penalty 3213.275785 = -2023583.583309
  nChanged 1269
		SP:Iteration 4F (7064.880000 sec): 3 clusters
  Score: Raw -2027563.615608 + Penalty 3213.275785 = -2024350.339823
  nChanged 1174
		SP:Iteration 5F (7065.150000 sec): 3 clusters
  Score: Raw -2028290.180348 + Penalty 3213.275785 = -2025076.904563
  nChanged 1085
		SP:Iteration 6F (7065.440000 sec): 3 clusters
  Score: Raw -2029013.394990 + Penalty 3213.275785 = -2025800.119205
  nChanged 944
		SP:Iteration 7Q (7065.750000 sec): 3 clusters
  Score: Raw -2029681.322225 + Penalty 3213.275785 = -2026468.046440
  nChanged 804
		SP:Iteration 8Q (7066.010000 sec): 3 clusters
  Score: Raw -2030229.006979 + Penalty 3213.275785 = -2027015.731193
  nChanged 636
		SP:Iteration 9Q (7066.250000 sec): 3 clusters
  Score: Raw -2030675.094874 + Penalty 3213.275785 = -2027461.819088
  nChanged 535
		SP:Iteration 10Q (7066.510000 sec): 3 clusters
  Score: Raw -2031012.085440 + Penalty 3213.275785 = -2027798.809655
  nChanged 446
		SP:Iteration 11Q (7066.790000 sec): 3 clusters
  Score: Raw -2031274.632568 + Penalty 3213.275785 = -2028061.356783
  nChanged 332
		SP:Iteration 12Q (7067.060000 sec): 3 clusters
  Score: Raw -2031471.684410 + Penalty 3213.275785 = -2028258.408625
  nChanged 298
		SP:Iteration 13Q (7067.350000 sec): 3 clusters
  Score: Raw -2031631.706229 + Penalty 3213.275785 = -2028418.430444
  nChanged 242
		SP:Iteration 14Q (7067.650000 sec): 3 clusters
  Score: Raw -2031740.153202 + Penalty 3213.275785 = -2028526.877417
  nChanged 205
		SP:Iteration 15Q (7067.930000 sec): 3 clusters
  Score: Raw -2031825.155784 + Penalty 3213.275785 = -2028611.879999
  nChanged 187
		SP:Iteration 16Q (7068.210000 sec): 3 clusters
  Score: Raw -2031893.059166 + Penalty 3213.275785 = -2028679.783381
  nChanged 167
		SP:Iteration 17Q (7068.490000 sec): 3 clusters
  Score: Raw -2031949.279007 + Penalty 3213.275785 = -2028736.003222
  nChanged 153
		SP:Iteration 18Q (7068.750000 sec): 3 clusters
  Score: Raw -2031997.110448 + Penalty 3213.275785 = -2028783.834663
  nChanged 122
		SP:Iteration 19Q (7069.030000 sec): 3 clusters
  Score: Raw -2032034.387937 + Penalty 3213.275785 = -2028821.112151
  nChanged 118
		SP:Iteration 20F (7069.340000 sec): 3 clusters
  Score: Raw -2032067.763072 + Penalty 3213.275785 = -2028854.487286
  nChanged 117
		SP:Iteration 21Q (7069.640000 sec): 3 clusters
  Score: Raw -2032102.916384 + Penalty 3213.275785 = -2028889.640599
  nChanged 96
		SP:Iteration 22Q (7069.930000 sec): 3 clusters
  Score: Raw -2032129.466207 + Penalty 3213.275785 = -2028916.190422
  nChanged 89
		SP:Iteration 23Q (7070.240000 sec): 3 clusters
  Score: Raw -2032154.493204 + Penalty 3213.275785 = -2028941.217419
  nChanged 81
		SP:Iteration 24Q (7070.540000 sec): 3 clusters
  Score: Raw -2032178.564814 + Penalty 3213.275785 = -2028965.289029
  nChanged 96
		SP:Iteration 25Q (7070.810000 sec): 3 clusters
  Score: Raw -2032209.199058 + Penalty 3213.275785 = -2028995.923273
  nChanged 87
		SP:Iteration 26Q (7071.120000 sec): 3 clusters
  Score: Raw -2032236.530979 + Penalty 3213.275785 = -2029023.255194
  nChanged 83
		SP:Iteration 27Q (7071.360000 sec): 3 clusters
  Score: Raw -2032261.283110 + Penalty 3213.275785 = -2029048.007325
  nChanged 67
		SP:Iteration 28Q (7071.680000 sec): 3 clusters
  Score: Raw -2032282.838828 + Penalty 3213.275785 = -2029069.563043
  nChanged 66
		SP:Iteration 29Q (7071.980000 sec): 3 clusters
  Score: Raw -2032301.979724 + Penalty 3213.275785 = -2029088.703939
  nChanged 55
		SP:Iteration 30Q (7072.280000 sec): 3 clusters
  Score: Raw -2032320.246939 + Penalty 3213.275785 = -2029106.971154
  nChanged 53
		SP:Iteration 31Q (7072.600000 sec): 3 clusters
  Score: Raw -2032337.149749 + Penalty 3213.275785 = -2029123.873964
  nChanged 50
		SP:Iteration 32Q (7072.900000 sec): 3 clusters
  Score: Raw -2032352.648730 + Penalty 3213.275785 = -2029139.372944
  nChanged 47
		SP:Iteration 33Q (7073.160000 sec): 3 clusters
  Score: Raw -2032366.573693 + Penalty 3213.275785 = -2029153.297908
  nChanged 43
		SP:Iteration 34Q (7073.440000 sec): 3 clusters
  Score: Raw -2032377.816564 + Penalty 3213.275785 = -2029164.540779
  nChanged 42
		SP:Iteration 35Q (7073.720000 sec): 3 clusters
  Score: Raw -2032391.755924 + Penalty 3213.275785 = -2029178.480139
  nChanged 48
		SP:Iteration 36Q (7074.020000 sec): 3 clusters
  Score: Raw -2032407.259212 + Penalty 3213.275785 = -2029193.983427
  nChanged 42
		SP:Iteration 37Q (7074.280000 sec): 3 clusters
  Score: Raw -2032420.257471 + Penalty 3213.275785 = -2029206.981685
  nChanged 33
		SP:Iteration 38Q (7074.580000 sec): 3 clusters
  Score: Raw -2032430.563275 + Penalty 3213.275785 = -2029217.287490
  nChanged 32
		SP:Iteration 39Q (7074.920000 sec): 3 clusters
  Score: Raw -2032443.172847 + Penalty 3213.275785 = -2029229.897061
  nChanged 33
		SP:Iteration 40F (7075.240000 sec): 3 clusters
  Score: Raw -2032455.827499 + Penalty 3213.275785 = -2029242.551714
  nChanged 29
		SP:Iteration 41Q (7075.460000 sec): 3 clusters
  Score: Raw -2032463.435328 + Penalty 3213.275785 = -2029250.159542
  nChanged 22
		SP:Iteration 42Q (7075.770000 sec): 3 clusters
  Score: Raw -2032472.000526 + Penalty 3213.275785 = -2029258.724740
  nChanged 29
		SP:Iteration 43Q (7076.080000 sec): 3 clusters
  Score: Raw -2032481.719301 + Penalty 3213.275785 = -2029268.443515
  nChanged 26
		SP:Iteration 44Q (7076.360000 sec): 3 clusters
  Score: Raw -2032488.543251 + Penalty 3213.275785 = -2029275.267466
  nChanged 22
		SP:Iteration 45Q (7076.680000 sec): 3 clusters
  Score: Raw -2032494.105152 + Penalty 3213.275785 = -2029280.829367
  nChanged 23
		SP:Iteration 46Q (7076.970000 sec): 3 clusters
  Score: Raw -2032500.806981 + Penalty 3213.275785 = -2029287.531195
  nChanged 24
		SP:Iteration 47Q (7077.210000 sec): 3 clusters
  Score: Raw -2032510.615417 + Penalty 3213.275785 = -2029297.339631
  nChanged 24
		SP:Iteration 48Q (7077.500000 sec): 3 clusters
  Score: Raw -2032519.736209 + Penalty 3213.275785 = -2029306.460424
  nChanged 24
		SP:Iteration 49Q (7077.740000 sec): 3 clusters
  Score: Raw -2032526.207871 + Penalty 3213.275785 = -2029312.932086
  nChanged 14
		SP:Iteration 50Q (7078.040000 sec): 3 clusters
  Score: Raw -2032530.513125 + Penalty 3213.275785 = -2029317.237340
  nChanged 15
		SP:Iteration 51Q (7078.300000 sec): 3 clusters
  Score: Raw -2032537.943376 + Penalty 3213.275785 = -2029324.667590
  nChanged 19
		SP:Iteration 52Q (7078.600000 sec): 3 clusters
  Score: Raw -2032545.894178 + Penalty 3213.275785 = -2029332.618393
  nChanged 15
		SP:Iteration 53Q (7078.850000 sec): 3 clusters
  Score: Raw -2032551.814712 + Penalty 3213.275785 = -2029338.538926
  nChanged 12
		SP:Iteration 54Q (7079.130000 sec): 3 clusters
  Score: Raw -2032558.346262 + Penalty 3213.275785 = -2029345.070477
  nChanged 22
		SP:Iteration 55Q (7079.390000 sec): 3 clusters
  Score: Raw -2032568.098088 + Penalty 3213.275785 = -2029354.822303
  nChanged 20
		SP:Iteration 56Q (7079.700000 sec): 3 clusters
  Score: Raw -2032577.163345 + Penalty 3213.275785 = -2029363.887560
  nChanged 18
		SP:Iteration 57Q (7079.940000 sec): 3 clusters
  Score: Raw -2032587.025197 + Penalty 3213.275785 = -2029373.749412
  nChanged 27
		SP:Iteration 58Q (7080.240000 sec): 3 clusters
  Score: Raw -2032598.788328 + Penalty 3213.275785 = -2029385.512542
  nChanged 22
		SP:Iteration 59Q (7080.520000 sec): 3 clusters
  Score: Raw -2032607.194690 + Penalty 3213.275785 = -2029393.918905
  nChanged 15
		SP:Iteration 60F (7080.810000 sec): 3 clusters
  Score: Raw -2032612.182203 + Penalty 3213.275785 = -2029398.906417
  nChanged 8
		SP:Iteration 61Q (7081.080000 sec): 3 clusters
  Score: Raw -2032614.530095 + Penalty 3213.275785 = -2029401.254310
  nChanged 6
		SP:Iteration 62Q (7081.330000 sec): 3 clusters
  Score: Raw -2032616.590405 + Penalty 3213.275785 = -2029403.314620
  nChanged 6
		SP:Iteration 63Q (7081.570000 sec): 3 clusters
  Score: Raw -2032618.898085 + Penalty 3213.275785 = -2029405.622300
  nChanged 7
		SP:Iteration 64Q (7081.920000 sec): 3 clusters
  Score: Raw -2032620.922941 + Penalty 3213.275785 = -2029407.647155
  nChanged 5
		SP:Iteration 65Q (7082.230000 sec): 3 clusters
  Score: Raw -2032622.612637 + Penalty 3213.275785 = -2029409.336852
  nChanged 7
		SP:Iteration 66Q (7082.510000 sec): 3 clusters
  Score: Raw -2032625.423822 + Penalty 3213.275785 = -2029412.148037
  nChanged 6
		SP:Iteration 67Q (7082.800000 sec): 3 clusters
  Score: Raw -2032627.020859 + Penalty 3213.275785 = -2029413.745074
  nChanged 7
		SP:Iteration 68Q (7083.130000 sec): 3 clusters
  Score: Raw -2032628.648420 + Penalty 3213.275785 = -2029415.372635
  nChanged 3
		SP:Iteration 69Q (7083.400000 sec): 3 clusters
  Score: Raw -2032629.365539 + Penalty 3213.275785 = -2029416.089754
  nChanged 2
		SP:Iteration 70Q (7083.690000 sec): 3 clusters
  Score: Raw -2032629.966104 + Penalty 3213.275785 = -2029416.690319
  nChanged 0
		SP:Iteration 71F (7083.930000 sec): 3 clusters
  Score: Raw -2032629.966104 + Penalty 3213.275785 = -2029416.690319
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7084.070000 sec): 2 clusters
  Score: Raw -182342.191596 + Penalty 1224.918932 = -181117.272663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7084.330000 sec): 3 clusters
  Score: Raw -181547.134314 + Penalty 2449.837864 = -179097.296449
  nChanged 661
		SP:Iteration 1F (7084.490000 sec): 3 clusters
  Score: Raw -182042.987541 + Penalty 2449.837864 = -179593.149676
  nChanged 174
		SP:Iteration 2F (7084.660000 sec): 3 clusters
  Score: Raw -182299.909041 + Penalty 2449.837864 = -179850.071177
  nChanged 131
		SP:Iteration 3F (7084.840000 sec): 3 clusters
  Score: Raw -182460.345272 + Penalty 2449.837864 = -180010.507408
  nChanged 93
		SP:Iteration 4Q (7085.100000 sec): 3 clusters
  Score: Raw -182559.687941 + Penalty 2449.837864 = -180109.850077
  nChanged 81
		SP:Iteration 5Q (7085.310000 sec): 3 clusters
  Score: Raw -182637.772855 + Penalty 2449.837864 = -180187.934991
  nChanged 75
		SP:Iteration 6Q (7085.490000 sec): 3 clusters
  Score: Raw -182712.006522 + Penalty 2449.837864 = -180262.168657
  nChanged 69
		SP:Iteration 7Q (7085.730000 sec): 3 clusters
  Score: Raw -182790.183004 + Penalty 2449.837864 = -180340.345139
  nChanged 72
		SP:Iteration 8Q (7085.930000 sec): 3 clusters
  Score: Raw -182880.578959 + Penalty 2449.837864 = -180430.741095
  nChanged 67
		SP:Iteration 9Q (7086.180000 sec): 3 clusters
  Score: Raw -182951.971359 + Penalty 2449.837864 = -180502.133494
  nChanged 60
		SP:Iteration 10Q (7086.350000 sec): 3 clusters
  Score: Raw -183008.907343 + Penalty 2449.837864 = -180559.069478
  nChanged 41
		SP:Iteration 11Q (7086.530000 sec): 3 clusters
  Score: Raw -183052.763437 + Penalty 2449.837864 = -180602.925572
  nChanged 30
		SP:Iteration 12Q (7086.730000 sec): 3 clusters
  Score: Raw -183076.052854 + Penalty 2449.837864 = -180626.214990
  nChanged 14
		SP:Iteration 13Q (7086.910000 sec): 3 clusters
  Score: Raw -183089.672276 + Penalty 2449.837864 = -180639.834412
  nChanged 18
		SP:Iteration 14Q (7087.160000 sec): 3 clusters
  Score: Raw -183106.882612 + Penalty 2449.837864 = -180657.044747
  nChanged 12
		SP:Iteration 15Q (7087.330000 sec): 3 clusters
  Score: Raw -183115.349176 + Penalty 2449.837864 = -180665.511312
  nChanged 14
		SP:Iteration 16Q (7087.500000 sec): 3 clusters
  Score: Raw -183127.435718 + Penalty 2449.837864 = -180677.597854
  nChanged 15
		SP:Iteration 17Q (7087.730000 sec): 3 clusters
  Score: Raw -183141.615398 + Penalty 2449.837864 = -180691.777534
  nChanged 16
		SP:Iteration 18Q (7087.890000 sec): 3 clusters
  Score: Raw -183156.775094 + Penalty 2449.837864 = -180706.937230
  nChanged 20
		SP:Iteration 19Q (7088.070000 sec): 3 clusters
  Score: Raw -183178.263177 + Penalty 2449.837864 = -180728.425313
  nChanged 16
		SP:Iteration 20F (7088.320000 sec): 3 clusters
  Score: Raw -183195.643505 + Penalty 2449.837864 = -180745.805641
  nChanged 13
		SP:Iteration 21Q (7088.510000 sec): 3 clusters
  Score: Raw -183208.153628 + Penalty 2449.837864 = -180758.315763
  nChanged 16
		SP:Iteration 22Q (7088.730000 sec): 3 clusters
  Score: Raw -183225.994257 + Penalty 2449.837864 = -180776.156392
  nChanged 16
		SP:Iteration 23Q (7088.890000 sec): 3 clusters
  Score: Raw -183243.943439 + Penalty 2449.837864 = -180794.105575
  nChanged 10
		SP:Iteration 24Q (7089.080000 sec): 3 clusters
  Score: Raw -183251.012978 + Penalty 2449.837864 = -180801.175114
  nChanged 4
		SP:Iteration 25Q (7089.300000 sec): 3 clusters
  Score: Raw -183253.459812 + Penalty 2449.837864 = -180803.621948
  nChanged 2
		SP:Iteration 26Q (7089.490000 sec): 3 clusters
  Score: Raw -183254.839144 + Penalty 2449.837864 = -180805.001279
  nChanged 2
		SP:Iteration 27Q (7089.720000 sec): 3 clusters
  Score: Raw -183256.892351 + Penalty 2449.837864 = -180807.054486
  nChanged 3
		SP:Iteration 28Q (7089.890000 sec): 3 clusters
  Score: Raw -183260.092335 + Penalty 2449.837864 = -180810.254470
  nChanged 6
		SP:Iteration 29Q (7090.050000 sec): 3 clusters
  Score: Raw -183266.416976 + Penalty 2449.837864 = -180816.579111
  nChanged 6
		SP:Iteration 30Q (7090.210000 sec): 3 clusters
  Score: Raw -183273.136106 + Penalty 2449.837864 = -180823.298242
  nChanged 4
		SP:Iteration 31Q (7090.390000 sec): 3 clusters
  Score: Raw -183276.349549 + Penalty 2449.837864 = -180826.511685
  nChanged 3
		SP:Iteration 32Q (7090.580000 sec): 3 clusters
  Score: Raw -183279.944282 + Penalty 2449.837864 = -180830.106418
  nChanged 4
		SP:Iteration 33Q (7090.780000 sec): 3 clusters
  Score: Raw -183283.892242 + Penalty 2449.837864 = -180834.054377
  nChanged 0
		SP:Iteration 34F (7090.940000 sec): 3 clusters
  Score: Raw -183283.892242 + Penalty 2449.837864 = -180834.054377
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7091.040000 sec): 2 clusters
  Score: Raw -442330.581890 + Penalty 1358.130868 = -440972.451022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7091.240000 sec): 3 clusters
  Score: Raw -440154.285899 + Penalty 2716.261735 = -437438.024163
  nChanged 1714
		SP:Iteration 1F (7091.480000 sec): 3 clusters
  Score: Raw -441228.817584 + Penalty 2716.261735 = -438512.555848
  nChanged 386
		SP:Iteration 2F (7091.680000 sec): 3 clusters
  Score: Raw -441567.505301 + Penalty 2716.261735 = -438851.243566
  nChanged 301
		SP:Iteration 3F (7091.880000 sec): 3 clusters
  Score: Raw -441804.727921 + Penalty 2716.261735 = -439088.466185
  nChanged 248
		SP:Iteration 4F (7092.070000 sec): 3 clusters
  Score: Raw -441965.804880 + Penalty 2716.261735 = -439249.543144
  nChanged 202
		SP:Iteration 5Q (7092.270000 sec): 3 clusters
  Score: Raw -442094.782802 + Penalty 2716.261735 = -439378.521067
  nChanged 194
		SP:Iteration 6Q (7092.470000 sec): 3 clusters
  Score: Raw -442236.287494 + Penalty 2716.261735 = -439520.025758
  nChanged 161
		SP:Iteration 7Q (7092.690000 sec): 3 clusters
  Score: Raw -442356.652274 + Penalty 2716.261735 = -439640.390538
  nChanged 146
		SP:Iteration 8Q (7092.950000 sec): 3 clusters
  Score: Raw -442458.192727 + Penalty 2716.261735 = -439741.930991
  nChanged 104
		SP:Iteration 9Q (7093.210000 sec): 3 clusters
  Score: Raw -442545.037779 + Penalty 2716.261735 = -439828.776044
  nChanged 104
		SP:Iteration 10Q (7093.400000 sec): 3 clusters
  Score: Raw -442617.035780 + Penalty 2716.261735 = -439900.774045
  nChanged 77
		SP:Iteration 11Q (7093.640000 sec): 3 clusters
  Score: Raw -442660.939423 + Penalty 2716.261735 = -439944.677688
  nChanged 54
		SP:Iteration 12Q (7093.870000 sec): 3 clusters
  Score: Raw -442691.316613 + Penalty 2716.261735 = -439975.054877
  nChanged 50
		SP:Iteration 13Q (7094.070000 sec): 3 clusters
  Score: Raw -442722.678137 + Penalty 2716.261735 = -440006.416402
  nChanged 29
		SP:Iteration 14Q (7094.300000 sec): 3 clusters
  Score: Raw -442744.830133 + Penalty 2716.261735 = -440028.568397
  nChanged 30
		SP:Iteration 15Q (7094.530000 sec): 3 clusters
  Score: Raw -442763.173991 + Penalty 2716.261735 = -440046.912255
  nChanged 18
		SP:Iteration 16Q (7094.760000 sec): 3 clusters
  Score: Raw -442770.479335 + Penalty 2716.261735 = -440054.217599
  nChanged 12
		SP:Iteration 17Q (7094.940000 sec): 3 clusters
  Score: Raw -442774.600782 + Penalty 2716.261735 = -440058.339046
  nChanged 8
		SP:Iteration 18Q (7095.150000 sec): 3 clusters
  Score: Raw -442776.782476 + Penalty 2716.261735 = -440060.520741
  nChanged 3
		SP:Iteration 19Q (7095.400000 sec): 3 clusters
  Score: Raw -442777.509703 + Penalty 2716.261735 = -440061.247968
  nChanged 3
		SP:Iteration 20F (7095.570000 sec): 3 clusters
  Score: Raw -442778.121056 + Penalty 2716.261735 = -440061.859320
  nChanged 2
		SP:Iteration 21Q (7095.800000 sec): 3 clusters
  Score: Raw -442778.510423 + Penalty 2716.261735 = -440062.248688
  nChanged 0
		SP:Iteration 22F (7096.020000 sec): 3 clusters
  Score: Raw -442778.510423 + Penalty 2716.261735 = -440062.248688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7096.140000 sec): 2 clusters
  Score: Raw -53847.638822 + Penalty 1017.181988 = -52830.456834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7096.340000 sec): 3 clusters
  Score: Raw -53858.531805 + Penalty 2034.363976 = -51824.167829
  nChanged 137
		SP:Iteration 1F (7096.610000 sec): 3 clusters
  Score: Raw -54146.427666 + Penalty 2034.363976 = -52112.063690
  nChanged 51
		SP:Iteration 2F (7096.760000 sec): 3 clusters
  Score: Raw -54320.244834 + Penalty 2034.363976 = -52285.880858
  nChanged 40
		SP:Iteration 3F (7096.970000 sec): 3 clusters
  Score: Raw -54429.729253 + Penalty 2034.363976 = -52395.365277
  nChanged 20
		SP:Iteration 4Q (7097.140000 sec): 3 clusters
  Score: Raw -54468.157849 + Penalty 2034.363976 = -52433.793873
  nChanged 10
		SP:Iteration 5Q (7097.310000 sec): 3 clusters
  Score: Raw -54502.699485 + Penalty 2034.363976 = -52468.335509
  nChanged 9
		SP:Iteration 6Q (7097.510000 sec): 3 clusters
  Score: Raw -54619.022830 + Penalty 2034.363976 = -52584.658854
  nChanged 11
		SP:Iteration 7Q (7097.690000 sec): 3 clusters
  Score: Raw -54657.519008 + Penalty 2034.363976 = -52623.155032
  nChanged 4
		SP:Iteration 8Q (7097.880000 sec): 3 clusters
  Score: Raw -54679.656359 + Penalty 2034.363976 = -52645.292383
  nChanged 2
		SP:Iteration 9Q (7098.040000 sec): 3 clusters
  Score: Raw -54685.127361 + Penalty 2034.363976 = -52650.763385
  nChanged 1
		SP:Iteration 10Q (7098.210000 sec): 3 clusters
  Score: Raw -54688.364165 + Penalty 2034.363976 = -52654.000189
  nChanged 0
		SP:Iteration 11F (7098.360000 sec): 3 clusters
  Score: Raw -54688.364165 + Penalty 2034.363976 = -52654.000189
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (405814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7099.910000 sec): 2 clusters
  Score: Raw -42493293.147340 + Penalty 2098.468158 = -42491194.679182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7101.630000 sec): 3 clusters
  Score: Raw -42220814.207120 + Penalty 4196.936317 = -42216617.270803
  nChanged 198370
		SP:Iteration 1F (7103.410000 sec): 3 clusters
  Score: Raw -42341249.330960 + Penalty 4196.936317 = -42337052.394644
  nChanged 10953
		SP:Iteration 2Q (7105.320000 sec): 3 clusters
  Score: Raw -42343660.364152 + Penalty 4196.936317 = -42339463.427835
  nChanged 12307
		SP:Iteration 3Q (7107.300000 sec): 3 clusters
  Score: Raw -42346780.943888 + Penalty 4196.936317 = -42342584.007571
  nChanged 14154
		SP:Iteration 4Q (7109.350000 sec): 3 clusters
  Score: Raw -42351048.964814 + Penalty 4196.936317 = -42346852.028498
  nChanged 16747
		SP:Iteration 5Q (7111.330000 sec): 3 clusters
  Score: Raw -42357113.329562 + Penalty 4196.936317 = -42352916.393245
  nChanged 19760
		SP:Iteration 6Q (7113.470000 sec): 3 clusters
  Score: Raw -42365650.460926 + Penalty 4196.936317 = -42361453.524609
  nChanged 22520
		SP:Iteration 7F (7115.460000 sec): 3 clusters
  Score: Raw -42377431.905038 + Penalty 4196.936317 = -42373234.968722
  nChanged 24688
		SP:Iteration 8F (7117.300000 sec): 3 clusters
  Score: Raw -42392540.689434 + Penalty 4196.936317 = -42388343.753117
  nChanged 25389
		SP:Iteration 9F (7119.160000 sec): 3 clusters
  Score: Raw -42410188.687808 + Penalty 4196.936317 = -42405991.751491
  nChanged 24264
		SP:Iteration 10F (7121.020000 sec): 3 clusters
  Score: Raw -42429005.594910 + Penalty 4196.936317 = -42424808.658594
  nChanged 21474
		SP:Iteration 11F (7122.940000 sec): 3 clusters
  Score: Raw -42446687.920839 + Penalty 4196.936317 = -42442490.984523
  nChanged 17320
		SP:Iteration 12Q (7124.910000 sec): 3 clusters
  Score: Raw -42461050.871655 + Penalty 4196.936317 = -42456853.935339
  nChanged 12906
		SP:Iteration 13Q (7126.750000 sec): 3 clusters
  Score: Raw -42471336.680777 + Penalty 4196.936317 = -42467139.744461
  nChanged 9464
		SP:Iteration 14Q (7128.560000 sec): 3 clusters
  Score: Raw -42478535.550483 + Penalty 4196.936317 = -42474338.614167
  nChanged 6883
		SP:Iteration 15Q (7130.290000 sec): 3 clusters
  Score: Raw -42483504.233886 + Penalty 4196.936317 = -42479307.297570
  nChanged 5064
		SP:Iteration 16Q (7132.170000 sec): 3 clusters
  Score: Raw -42487050.767919 + Penalty 4196.936317 = -42482853.831603
  nChanged 3569
		SP:Iteration 17Q (7133.980000 sec): 3 clusters
  Score: Raw -42489504.929651 + Penalty 4196.936317 = -42485307.993334
  nChanged 2382
		SP:Iteration 18Q (7135.470000 sec): 3 clusters
  Score: Raw -42491063.217042 + Penalty 4196.936317 = -42486866.280725
  nChanged 1575
		SP:Iteration 19Q (7136.940000 sec): 3 clusters
  Score: Raw -42492032.708624 + Penalty 4196.936317 = -42487835.772307
  nChanged 1036
		SP:Iteration 20F (7138.680000 sec): 3 clusters
  Score: Raw -42492684.714520 + Penalty 4196.936317 = -42488487.778203
  nChanged 628
		SP:Iteration 21Q (7140.240000 sec): 3 clusters
  Score: Raw -42493047.412844 + Penalty 4196.936317 = -42488850.476527
  nChanged 431
		SP:Iteration 22Q (7141.610000 sec): 3 clusters
  Score: Raw -42493264.505934 + Penalty 4196.936317 = -42489067.569618
  nChanged 327
		SP:Iteration 23Q (7142.840000 sec): 3 clusters
  Score: Raw -42493439.246063 + Penalty 4196.936317 = -42489242.309747
  nChanged 256
		SP:Iteration 24Q (7144.400000 sec): 3 clusters
  Score: Raw -42493571.224874 + Penalty 4196.936317 = -42489374.288557
  nChanged 223
		SP:Iteration 25Q (7145.980000 sec): 3 clusters
  Score: Raw -42493667.271386 + Penalty 4196.936317 = -42489470.335069
  nChanged 184
		SP:Iteration 26Q (7147.430000 sec): 3 clusters
  Score: Raw -42493743.188287 + Penalty 4196.936317 = -42489546.251970
  nChanged 144
		SP:Iteration 27Q (7148.990000 sec): 3 clusters
  Score: Raw -42493789.745578 + Penalty 4196.936317 = -42489592.809261
  nChanged 106
		SP:Iteration 28Q (7150.620000 sec): 3 clusters
  Score: Raw -42493820.229569 + Penalty 4196.936317 = -42489623.293252
  nChanged 86
		SP:Iteration 29Q (7152.120000 sec): 3 clusters
  Score: Raw -42493845.988522 + Penalty 4196.936317 = -42489649.052206
  nChanged 91
		SP:Iteration 30Q (7153.530000 sec): 3 clusters
  Score: Raw -42493868.749923 + Penalty 4196.936317 = -42489671.813606
  nChanged 70
		SP:Iteration 31Q (7154.800000 sec): 3 clusters
  Score: Raw -42493891.096432 + Penalty 4196.936317 = -42489694.160115
  nChanged 71
		SP:Iteration 32Q (7156.120000 sec): 3 clusters
  Score: Raw -42493912.318291 + Penalty 4196.936317 = -42489715.381974
  nChanged 60
		SP:Iteration 33Q (7157.510000 sec): 3 clusters
  Score: Raw -42493926.673851 + Penalty 4196.936317 = -42489729.737534
  nChanged 36
		SP:Iteration 34Q (7158.890000 sec): 3 clusters
  Score: Raw -42493932.818936 + Penalty 4196.936317 = -42489735.882620
  nChanged 20
		SP:Iteration 35Q (7160.350000 sec): 3 clusters
  Score: Raw -42493937.391136 + Penalty 4196.936317 = -42489740.454819
  nChanged 21
		SP:Iteration 36Q (7161.960000 sec): 3 clusters
  Score: Raw -42493941.682779 + Penalty 4196.936317 = -42489744.746463
  nChanged 21
		SP:Iteration 37Q (7163.560000 sec): 3 clusters
  Score: Raw -42493945.608448 + Penalty 4196.936317 = -42489748.672132
  nChanged 14
		SP:Iteration 38Q (7164.960000 sec): 3 clusters
  Score: Raw -42493948.061881 + Penalty 4196.936317 = -42489751.125564
  nChanged 12
		SP:Iteration 39Q (7166.470000 sec): 3 clusters
  Score: Raw -42493950.438351 + Penalty 4196.936317 = -42489753.502034
  nChanged 11
		SP:Iteration 40F (7168.260000 sec): 3 clusters
  Score: Raw -42493952.242251 + Penalty 4196.936317 = -42489755.305935
  nChanged 11
		SP:Iteration 41Q (7169.880000 sec): 3 clusters
  Score: Raw -42493953.705805 + Penalty 4196.936317 = -42489756.769488
  nChanged 4
		SP:Iteration 42Q (7171.630000 sec): 3 clusters
  Score: Raw -42493954.445047 + Penalty 4196.936317 = -42489757.508730
  nChanged 6
		SP:Iteration 43Q (7173.130000 sec): 3 clusters
  Score: Raw -42493955.506568 + Penalty 4196.936317 = -42489758.570251
  nChanged 5
		SP:Iteration 44Q (7174.600000 sec): 3 clusters
  Score: Raw -42493956.800420 + Penalty 4196.936317 = -42489759.864103
  nChanged 9
		SP:Iteration 45Q (7176.160000 sec): 3 clusters
  Score: Raw -42493958.331167 + Penalty 4196.936317 = -42489761.394850
  nChanged 7
		SP:Iteration 46Q (7177.770000 sec): 3 clusters
  Score: Raw -42493960.021309 + Penalty 4196.936317 = -42489763.084992
  nChanged 10
		SP:Iteration 47Q (7179.400000 sec): 3 clusters
  Score: Raw -42493962.060982 + Penalty 4196.936317 = -42489765.124665
  nChanged 11
		SP:Iteration 48Q (7180.920000 sec): 3 clusters
  Score: Raw -42493963.560587 + Penalty 4196.936317 = -42489766.624270
  nChanged 5
		SP:Iteration 49Q (7182.620000 sec): 3 clusters
  Score: Raw -42493964.251502 + Penalty 4196.936317 = -42489767.315185
  nChanged 5
		SP:Iteration 50Q (7184.160000 sec): 3 clusters
  Score: Raw -42493964.793865 + Penalty 4196.936317 = -42489767.857548
  nChanged 1
		SP:Iteration 51Q (7185.890000 sec): 3 clusters
  Score: Raw -42493964.882759 + Penalty 4196.936317 = -42489767.946443
  nChanged 1
		SP:Iteration 52Q (7187.570000 sec): 3 clusters
  Score: Raw -42493965.081040 + Penalty 4196.936317 = -42489768.144723
  nChanged 2
		SP:Iteration 53Q (7189.180000 sec): 3 clusters
  Score: Raw -42493965.493787 + Penalty 4196.936317 = -42489768.557471
  nChanged 1
		SP:Iteration 54Q (7190.650000 sec): 3 clusters
  Score: Raw -42493965.604545 + Penalty 4196.936317 = -42489768.668229
  nChanged 1
		SP:Iteration 55Q (7192.140000 sec): 3 clusters
  Score: Raw -42493965.696050 + Penalty 4196.936317 = -42489768.759733
  nChanged 0
		SP:Iteration 56F (7193.830000 sec): 3 clusters
  Score: Raw -42493965.696050 + Penalty 4196.936317 = -42489768.759733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (6634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7194.160000 sec): 2 clusters
  Score: Raw -679906.123737 + Penalty 1429.994023 = -678476.129714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7194.420000 sec): 3 clusters
  Score: Raw -676258.200738 + Penalty 2859.988046 = -673398.212692
  nChanged 2781
		SP:Iteration 1F (7194.620000 sec): 3 clusters
  Score: Raw -677834.777003 + Penalty 2859.988046 = -674974.788957
  nChanged 513
		SP:Iteration 2F (7194.830000 sec): 3 clusters
  Score: Raw -678116.144571 + Penalty 2859.988046 = -675256.156525
  nChanged 397
		SP:Iteration 3F (7195.020000 sec): 3 clusters
  Score: Raw -678349.801120 + Penalty 2859.988046 = -675489.813073
  nChanged 382
		SP:Iteration 4F (7195.230000 sec): 3 clusters
  Score: Raw -678582.692007 + Penalty 2859.988046 = -675722.703960
  nChanged 342
		SP:Iteration 5F (7195.420000 sec): 3 clusters
  Score: Raw -678782.244669 + Penalty 2859.988046 = -675922.256623
  nChanged 312
		SP:Iteration 6Q (7195.680000 sec): 3 clusters
  Score: Raw -678955.564757 + Penalty 2859.988046 = -676095.576711
  nChanged 281
		SP:Iteration 7Q (7195.880000 sec): 3 clusters
  Score: Raw -679113.420603 + Penalty 2859.988046 = -676253.432556
  nChanged 259
		SP:Iteration 8Q (7196.050000 sec): 3 clusters
  Score: Raw -679264.549503 + Penalty 2859.988046 = -676404.561456
  nChanged 228
		SP:Iteration 9Q (7196.260000 sec): 3 clusters
  Score: Raw -679404.504358 + Penalty 2859.988046 = -676544.516312
  nChanged 200
		SP:Iteration 10Q (7196.460000 sec): 3 clusters
  Score: Raw -679526.418167 + Penalty 2859.988046 = -676666.430121
  nChanged 169
		SP:Iteration 11Q (7196.680000 sec): 3 clusters
  Score: Raw -679620.730975 + Penalty 2859.988046 = -676760.742928
  nChanged 139
		SP:Iteration 12Q (7196.900000 sec): 3 clusters
  Score: Raw -679687.021349 + Penalty 2859.988046 = -676827.033303
  nChanged 109
		SP:Iteration 13Q (7197.120000 sec): 3 clusters
  Score: Raw -679737.368593 + Penalty 2859.988046 = -676877.380547
  nChanged 96
		SP:Iteration 14Q (7197.350000 sec): 3 clusters
  Score: Raw -679780.514504 + Penalty 2859.988046 = -676920.526457
  nChanged 84
		SP:Iteration 15Q (7197.550000 sec): 3 clusters
  Score: Raw -679819.972026 + Penalty 2859.988046 = -676959.983980
  nChanged 70
		SP:Iteration 16Q (7197.780000 sec): 3 clusters
  Score: Raw -679858.525475 + Penalty 2859.988046 = -676998.537429
  nChanged 71
		SP:Iteration 17Q (7197.980000 sec): 3 clusters
  Score: Raw -679898.529497 + Penalty 2859.988046 = -677038.541450
  nChanged 66
		SP:Iteration 18Q (7198.200000 sec): 3 clusters
  Score: Raw -679945.390647 + Penalty 2859.988046 = -677085.402600
  nChanged 62
		SP:Iteration 19Q (7198.420000 sec): 3 clusters
  Score: Raw -679983.879652 + Penalty 2859.988046 = -677123.891605
  nChanged 52
		SP:Iteration 20F (7198.690000 sec): 3 clusters
  Score: Raw -680008.386396 + Penalty 2859.988046 = -677148.398349
  nChanged 35
		SP:Iteration 21Q (7198.840000 sec): 3 clusters
  Score: Raw -680023.881702 + Penalty 2859.988046 = -677163.893655
  nChanged 33
		SP:Iteration 22Q (7199.090000 sec): 3 clusters
  Score: Raw -680039.575892 + Penalty 2859.988046 = -677179.587846
  nChanged 33
		SP:Iteration 23Q (7199.390000 sec): 3 clusters
  Score: Raw -680058.455957 + Penalty 2859.988046 = -677198.467911
  nChanged 26
		SP:Iteration 24Q (7199.600000 sec): 3 clusters
  Score: Raw -680073.477411 + Penalty 2859.988046 = -677213.489365
  nChanged 25
		SP:Iteration 25Q (7199.840000 sec): 3 clusters
  Score: Raw -680087.098382 + Penalty 2859.988046 = -677227.110336
  nChanged 30
		SP:Iteration 26Q (7200.120000 sec): 3 clusters
  Score: Raw -680107.419645 + Penalty 2859.988046 = -677247.431599
  nChanged 29
		SP:Iteration 27Q (7200.390000 sec): 3 clusters
  Score: Raw -680127.451431 + Penalty 2859.988046 = -677267.463385
  nChanged 27
		SP:Iteration 28Q (7200.630000 sec): 3 clusters
  Score: Raw -680149.586427 + Penalty 2859.988046 = -677289.598381
  nChanged 20
		SP:Iteration 29Q (7200.890000 sec): 3 clusters
  Score: Raw -680170.170332 + Penalty 2859.988046 = -677310.182286
  nChanged 18
		SP:Iteration 30Q (7201.100000 sec): 3 clusters
  Score: Raw -680191.476172 + Penalty 2859.988046 = -677331.488125
  nChanged 15
		SP:Iteration 31Q (7201.360000 sec): 3 clusters
  Score: Raw -680208.978740 + Penalty 2859.988046 = -677348.990694
  nChanged 14
		SP:Iteration 32Q (7201.570000 sec): 3 clusters
  Score: Raw -680223.273245 + Penalty 2859.988046 = -677363.285198
  nChanged 15
		SP:Iteration 33Q (7201.800000 sec): 3 clusters
  Score: Raw -680239.030478 + Penalty 2859.988046 = -677379.042432
  nChanged 11
		SP:Iteration 34Q (7202.000000 sec): 3 clusters
  Score: Raw -680249.931638 + Penalty 2859.988046 = -677389.943591
  nChanged 7
		SP:Iteration 35Q (7202.200000 sec): 3 clusters
  Score: Raw -680253.707046 + Penalty 2859.988046 = -677393.718999
  nChanged 4
		SP:Iteration 36Q (7202.420000 sec): 3 clusters
  Score: Raw -680257.162606 + Penalty 2859.988046 = -677397.174560
  nChanged 1
		SP:Iteration 37Q (7202.650000 sec): 3 clusters
  Score: Raw -680258.004263 + Penalty 2859.988046 = -677398.016217
  nChanged 2
		SP:Iteration 38Q (7202.880000 sec): 3 clusters
  Score: Raw -680260.554062 + Penalty 2859.988046 = -677400.566015
  nChanged 3
		SP:Iteration 39Q (7203.130000 sec): 3 clusters
  Score: Raw -680262.452727 + Penalty 2859.988046 = -677402.464681
  nChanged 2
		SP:Iteration 40F (7203.350000 sec): 3 clusters
  Score: Raw -680263.989506 + Penalty 2859.988046 = -677404.001459
  nChanged 3
		SP:Iteration 41Q (7203.560000 sec): 3 clusters
  Score: Raw -680266.111219 + Penalty 2859.988046 = -677406.123172
  nChanged 1
		SP:Iteration 42Q (7203.790000 sec): 3 clusters
  Score: Raw -680266.900846 + Penalty 2859.988046 = -677406.912800
  nChanged 2
		SP:Iteration 43Q (7204.010000 sec): 3 clusters
  Score: Raw -680268.197158 + Penalty 2859.988046 = -677408.209111
  nChanged 0
		SP:Iteration 44F (7204.250000 sec): 3 clusters
  Score: Raw -680268.197158 + Penalty 2859.988046 = -677408.209111
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (4324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7204.380000 sec): 2 clusters
  Score: Raw -402031.083955 + Penalty 1360.439629 = -400670.644326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7204.640000 sec): 3 clusters
  Score: Raw -399824.991782 + Penalty 2720.879258 = -397104.112524
  nChanged 1753
		SP:Iteration 1F (7204.850000 sec): 3 clusters
  Score: Raw -401263.980664 + Penalty 2720.879258 = -398543.101406
  nChanged 411
		SP:Iteration 2F (7205.020000 sec): 3 clusters
  Score: Raw -401864.593084 + Penalty 2720.879258 = -399143.713825
  nChanged 375
		SP:Iteration 3F (7205.260000 sec): 3 clusters
  Score: Raw -402244.171952 + Penalty 2720.879258 = -399523.292694
  nChanged 329
		SP:Iteration 4F (7205.450000 sec): 3 clusters
  Score: Raw -402498.197238 + Penalty 2720.879258 = -399777.317979
  nChanged 261
		SP:Iteration 5F (7205.670000 sec): 3 clusters
  Score: Raw -402731.058816 + Penalty 2720.879258 = -400010.179558
  nChanged 235
		SP:Iteration 6F (7205.890000 sec): 3 clusters
  Score: Raw -402972.076676 + Penalty 2720.879258 = -400251.197418
  nChanged 213
		SP:Iteration 7Q (7206.120000 sec): 3 clusters
  Score: Raw -403182.910040 + Penalty 2720.879258 = -400462.030782
  nChanged 166
		SP:Iteration 8Q (7206.300000 sec): 3 clusters
  Score: Raw -403319.478184 + Penalty 2720.879258 = -400598.598926
  nChanged 120
		SP:Iteration 9Q (7206.510000 sec): 3 clusters
  Score: Raw -403414.657273 + Penalty 2720.879258 = -400693.778015
  nChanged 97
		SP:Iteration 10Q (7206.700000 sec): 3 clusters
  Score: Raw -403534.312909 + Penalty 2720.879258 = -400813.433651
  nChanged 70
		SP:Iteration 11Q (7206.940000 sec): 3 clusters
  Score: Raw -403636.193386 + Penalty 2720.879258 = -400915.314128
  nChanged 60
		SP:Iteration 12Q (7207.130000 sec): 3 clusters
  Score: Raw -403714.014755 + Penalty 2720.879258 = -400993.135497
  nChanged 49
		SP:Iteration 13Q (7207.350000 sec): 3 clusters
  Score: Raw -403768.674754 + Penalty 2720.879258 = -401047.795496
  nChanged 44
		SP:Iteration 14Q (7207.510000 sec): 3 clusters
  Score: Raw -403816.765402 + Penalty 2720.879258 = -401095.886143
  nChanged 38
		SP:Iteration 15Q (7207.730000 sec): 3 clusters
  Score: Raw -403851.193944 + Penalty 2720.879258 = -401130.314686
  nChanged 26
		SP:Iteration 16Q (7207.930000 sec): 3 clusters
  Score: Raw -403874.293961 + Penalty 2720.879258 = -401153.414703
  nChanged 34
		SP:Iteration 17Q (7208.100000 sec): 3 clusters
  Score: Raw -403902.764890 + Penalty 2720.879258 = -401181.885632
  nChanged 33
		SP:Iteration 18Q (7208.280000 sec): 3 clusters
  Score: Raw -403929.048941 + Penalty 2720.879258 = -401208.169683
  nChanged 33
		SP:Iteration 19Q (7208.490000 sec): 3 clusters
  Score: Raw -403951.345049 + Penalty 2720.879258 = -401230.465791
  nChanged 24
		SP:Iteration 20F (7208.700000 sec): 3 clusters
  Score: Raw -403979.260834 + Penalty 2720.879258 = -401258.381576
  nChanged 27
		SP:Iteration 21Q (7208.910000 sec): 3 clusters
  Score: Raw -404021.355070 + Penalty 2720.879258 = -401300.475812
  nChanged 31
		SP:Iteration 22Q (7209.140000 sec): 3 clusters
  Score: Raw -404058.624413 + Penalty 2720.879258 = -401337.745155
  nChanged 35
		SP:Iteration 23Q (7209.370000 sec): 3 clusters
  Score: Raw -404110.005903 + Penalty 2720.879258 = -401389.126645
  nChanged 41
		SP:Iteration 24Q (7209.610000 sec): 3 clusters
  Score: Raw -404161.660917 + Penalty 2720.879258 = -401440.781659
  nChanged 36
		SP:Iteration 25Q (7209.800000 sec): 3 clusters
  Score: Raw -404201.250786 + Penalty 2720.879258 = -401480.371528
  nChanged 31
		SP:Iteration 26Q (7210.010000 sec): 3 clusters
  Score: Raw -404229.096897 + Penalty 2720.879258 = -401508.217639
  nChanged 26
		SP:Iteration 27Q (7210.210000 sec): 3 clusters
  Score: Raw -404270.795173 + Penalty 2720.879258 = -401549.915915
  nChanged 37
		SP:Iteration 28Q (7210.430000 sec): 3 clusters
  Score: Raw -404323.988774 + Penalty 2720.879258 = -401603.109516
  nChanged 42
		SP:Iteration 29Q (7210.630000 sec): 3 clusters
  Score: Raw -404411.003376 + Penalty 2720.879258 = -401690.124118
  nChanged 46
		SP:Iteration 30Q (7210.810000 sec): 3 clusters
  Score: Raw -404480.394733 + Penalty 2720.879258 = -401759.515475
  nChanged 33
		SP:Iteration 31Q (7210.980000 sec): 3 clusters
  Score: Raw -404540.858982 + Penalty 2720.879258 = -401819.979724
  nChanged 29
		SP:Iteration 32Q (7211.180000 sec): 3 clusters
  Score: Raw -404591.534781 + Penalty 2720.879258 = -401870.655523
  nChanged 31
		SP:Iteration 33Q (7211.340000 sec): 3 clusters
  Score: Raw -404616.969868 + Penalty 2720.879258 = -401896.090610
  nChanged 8
		SP:Iteration 34Q (7211.560000 sec): 3 clusters
  Score: Raw -404621.677016 + Penalty 2720.879258 = -401900.797758
  nChanged 2
		SP:Iteration 35Q (7211.750000 sec): 3 clusters
  Score: Raw -404622.303413 + Penalty 2720.879258 = -401901.424155
  nChanged 0
		SP:Iteration 36F (7211.940000 sec): 3 clusters
  Score: Raw -404641.077367 + Penalty 2720.879258 = -401920.198109
  nChanged 7
		SP:Iteration 37Q (7212.100000 sec): 3 clusters
  Score: Raw -404657.429665 + Penalty 2720.879258 = -401936.550407
  nChanged 7
		SP:Iteration 38Q (7212.340000 sec): 3 clusters
  Score: Raw -404665.632550 + Penalty 2720.879258 = -401944.753292
  nChanged 8
		SP:Iteration 39Q (7212.520000 sec): 3 clusters
  Score: Raw -404674.560239 + Penalty 2720.879258 = -401953.680981
  nChanged 9
		SP:Iteration 40F (7212.750000 sec): 3 clusters
  Score: Raw -404693.248171 + Penalty 2720.879258 = -401972.368913
  nChanged 23
		SP:Iteration 41Q (7212.930000 sec): 3 clusters
  Score: Raw -404742.573505 + Penalty 2720.879258 = -402021.694247
  nChanged 29
		SP:Iteration 42Q (7213.120000 sec): 3 clusters
  Score: Raw -404809.854997 + Penalty 2720.879258 = -402088.975739
  nChanged 29
		SP:Iteration 43Q (7213.340000 sec): 3 clusters
  Score: Raw -404857.989798 + Penalty 2720.879258 = -402137.110540
  nChanged 24
		SP:Iteration 44Q (7213.540000 sec): 3 clusters
  Score: Raw -404891.239676 + Penalty 2720.879258 = -402170.360418
  nChanged 16
		SP:Iteration 45Q (7213.730000 sec): 3 clusters
  Score: Raw -404906.985700 + Penalty 2720.879258 = -402186.106442
  nChanged 19
		SP:Iteration 46Q (7213.910000 sec): 3 clusters
  Score: Raw -404921.830070 + Penalty 2720.879258 = -402200.950812
  nChanged 13
		SP:Iteration 47Q (7214.130000 sec): 3 clusters
  Score: Raw -404936.091019 + Penalty 2720.879258 = -402215.211761
  nChanged 23
		SP:Iteration 48Q (7214.320000 sec): 3 clusters
  Score: Raw -404964.027611 + Penalty 2720.879258 = -402243.148353
  nChanged 24
		SP:Iteration 49Q (7214.500000 sec): 3 clusters
  Score: Raw -405020.678326 + Penalty 2720.879258 = -402299.799068
  nChanged 18
		SP:Iteration 50Q (7214.680000 sec): 3 clusters
  Score: Raw -405069.704632 + Penalty 2720.879258 = -402348.825374
  nChanged 12
		SP:Iteration 51Q (7214.890000 sec): 3 clusters
  Score: Raw -405086.220655 + Penalty 2720.879258 = -402365.341397
  nChanged 11
		SP:Iteration 52Q (7215.100000 sec): 3 clusters
  Score: Raw -405089.831048 + Penalty 2720.879258 = -402368.951790
  nChanged 4
		SP:Iteration 53Q (7215.330000 sec): 3 clusters
  Score: Raw -405091.566598 + Penalty 2720.879258 = -402370.687340
  nChanged 0
		SP:Iteration 54F (7215.490000 sec): 3 clusters
  Score: Raw -405103.344540 + Penalty 2720.879258 = -402382.465282
  nChanged 6
		SP:Iteration 55Q (7215.700000 sec): 3 clusters
  Score: Raw -405114.173978 + Penalty 2720.879258 = -402393.294720
  nChanged 12
		SP:Iteration 56Q (7215.950000 sec): 3 clusters
  Score: Raw -405126.021454 + Penalty 2720.879258 = -402405.142196
  nChanged 8
		SP:Iteration 57Q (7216.200000 sec): 3 clusters
  Score: Raw -405130.518409 + Penalty 2720.879258 = -402409.639151
  nChanged 3
		SP:Iteration 58Q (7216.390000 sec): 3 clusters
  Score: Raw -405132.940329 + Penalty 2720.879258 = -402412.061071
  nChanged 2
		SP:Iteration 59Q (7216.590000 sec): 3 clusters
  Score: Raw -405134.226512 + Penalty 2720.879258 = -402413.347253
  nChanged 3
		SP:Iteration 60F (7216.870000 sec): 3 clusters
  Score: Raw -405134.823229 + Penalty 2720.879258 = -402413.943971
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (20969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7217.050000 sec): 2 clusters
  Score: Raw -2357785.388872 + Penalty 1617.005071 = -2356168.383801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7217.430000 sec): 3 clusters
  Score: Raw -2345111.256944 + Penalty 3234.010142 = -2341877.246802
  nChanged 9488
		SP:Iteration 1F (7217.770000 sec): 3 clusters
  Score: Raw -2350267.497379 + Penalty 3234.010142 = -2347033.487237
  nChanged 956
		SP:Iteration 2Q (7218.010000 sec): 3 clusters
  Score: Raw -2350566.769255 + Penalty 3234.010142 = -2347332.759113
  nChanged 839
		SP:Iteration 3Q (7218.290000 sec): 3 clusters
  Score: Raw -2350822.877560 + Penalty 3234.010142 = -2347588.867419
  nChanged 734
		SP:Iteration 4Q (7218.570000 sec): 3 clusters
  Score: Raw -2351053.595161 + Penalty 3234.010142 = -2347819.585019
  nChanged 742
		SP:Iteration 5Q (7218.840000 sec): 3 clusters
  Score: Raw -2351335.584182 + Penalty 3234.010142 = -2348101.574041
  nChanged 861
		SP:Iteration 6Q (7219.150000 sec): 3 clusters
  Score: Raw -2351734.665939 + Penalty 3234.010142 = -2348500.655797
  nChanged 977
		SP:Iteration 7Q (7219.430000 sec): 3 clusters
  Score: Raw -2352305.818793 + Penalty 3234.010142 = -2349071.808651
  nChanged 1095
		SP:Iteration 8F (7219.720000 sec): 3 clusters
  Score: Raw -2353016.399851 + Penalty 3234.010142 = -2349782.389710
  nChanged 1084
		SP:Iteration 9F (7220.000000 sec): 3 clusters
  Score: Raw -2353803.066751 + Penalty 3234.010142 = -2350569.056609
  nChanged 1086
		SP:Iteration 10F (7220.310000 sec): 3 clusters
  Score: Raw -2354607.588763 + Penalty 3234.010142 = -2351373.578622
  nChanged 917
		SP:Iteration 11Q (7220.550000 sec): 3 clusters
  Score: Raw -2355324.401774 + Penalty 3234.010142 = -2352090.391632
  nChanged 754
		SP:Iteration 12Q (7220.860000 sec): 3 clusters
  Score: Raw -2355863.220480 + Penalty 3234.010142 = -2352629.210338
  nChanged 593
		SP:Iteration 13Q (7221.120000 sec): 3 clusters
  Score: Raw -2356274.462064 + Penalty 3234.010142 = -2353040.451922
  nChanged 486
		SP:Iteration 14Q (7221.340000 sec): 3 clusters
  Score: Raw -2356615.094974 + Penalty 3234.010142 = -2353381.084833
  nChanged 420
		SP:Iteration 15Q (7221.610000 sec): 3 clusters
  Score: Raw -2356884.322091 + Penalty 3234.010142 = -2353650.311949
  nChanged 317
		SP:Iteration 16Q (7221.900000 sec): 3 clusters
  Score: Raw -2357098.260458 + Penalty 3234.010142 = -2353864.250316
  nChanged 268
		SP:Iteration 17Q (7222.200000 sec): 3 clusters
  Score: Raw -2357279.735855 + Penalty 3234.010142 = -2354045.725714
  nChanged 215
		SP:Iteration 18Q (7222.420000 sec): 3 clusters
  Score: Raw -2357442.038948 + Penalty 3234.010142 = -2354208.028806
  nChanged 186
		SP:Iteration 19Q (7222.690000 sec): 3 clusters
  Score: Raw -2357585.107669 + Penalty 3234.010142 = -2354351.097528
  nChanged 148
		SP:Iteration 20F (7222.970000 sec): 3 clusters
  Score: Raw -2357696.066765 + Penalty 3234.010142 = -2354462.056623
  nChanged 112
		SP:Iteration 21Q (7223.280000 sec): 3 clusters
  Score: Raw -2357777.147973 + Penalty 3234.010142 = -2354543.137831
  nChanged 67
		SP:Iteration 22Q (7223.530000 sec): 3 clusters
  Score: Raw -2357824.749837 + Penalty 3234.010142 = -2354590.739696
  nChanged 52
		SP:Iteration 23Q (7223.780000 sec): 3 clusters
  Score: Raw -2357859.799864 + Penalty 3234.010142 = -2354625.789723
  nChanged 37
		SP:Iteration 24Q (7224.040000 sec): 3 clusters
  Score: Raw -2357885.617710 + Penalty 3234.010142 = -2354651.607568
  nChanged 16
		SP:Iteration 25Q (7224.300000 sec): 3 clusters
  Score: Raw -2357893.650118 + Penalty 3234.010142 = -2354659.639976
  nChanged 12
		SP:Iteration 26Q (7224.550000 sec): 3 clusters
  Score: Raw -2357900.546579 + Penalty 3234.010142 = -2354666.536437
  nChanged 10
		SP:Iteration 27Q (7224.760000 sec): 3 clusters
  Score: Raw -2357904.950423 + Penalty 3234.010142 = -2354670.940281
  nChanged 11
		SP:Iteration 28Q (7225.060000 sec): 3 clusters
  Score: Raw -2357910.693726 + Penalty 3234.010142 = -2354676.683585
  nChanged 6
		SP:Iteration 29Q (7225.290000 sec): 3 clusters
  Score: Raw -2357913.742617 + Penalty 3234.010142 = -2354679.732476
  nChanged 7
		SP:Iteration 30Q (7225.560000 sec): 3 clusters
  Score: Raw -2357917.559975 + Penalty 3234.010142 = -2354683.549833
  nChanged 8
		SP:Iteration 31Q (7225.800000 sec): 3 clusters
  Score: Raw -2357923.900516 + Penalty 3234.010142 = -2354689.890375
  nChanged 9
		SP:Iteration 32Q (7226.020000 sec): 3 clusters
  Score: Raw -2357929.862656 + Penalty 3234.010142 = -2354695.852514
  nChanged 8
		SP:Iteration 33Q (7226.260000 sec): 3 clusters
  Score: Raw -2357935.146260 + Penalty 3234.010142 = -2354701.136119
  nChanged 8
		SP:Iteration 34Q (7226.520000 sec): 3 clusters
  Score: Raw -2357939.530448 + Penalty 3234.010142 = -2354705.520306
  nChanged 6
		SP:Iteration 35Q (7226.750000 sec): 3 clusters
  Score: Raw -2357942.477208 + Penalty 3234.010142 = -2354708.467066
  nChanged 3
		SP:Iteration 36Q (7226.980000 sec): 3 clusters
  Score: Raw -2357944.214005 + Penalty 3234.010142 = -2354710.203864
  nChanged 3
		SP:Iteration 37Q (7227.230000 sec): 3 clusters
  Score: Raw -2357945.513486 + Penalty 3234.010142 = -2354711.503344
  nChanged 3
		SP:Iteration 38Q (7227.480000 sec): 3 clusters
  Score: Raw -2357947.302420 + Penalty 3234.010142 = -2354713.292278
  nChanged 1
		SP:Iteration 39Q (7227.660000 sec): 3 clusters
  Score: Raw -2357948.125049 + Penalty 3234.010142 = -2354714.114908
  nChanged 2
		SP:Iteration 40F (7227.940000 sec): 3 clusters
  Score: Raw -2357949.926893 + Penalty 3234.010142 = -2354715.916752
  nChanged 4
		SP:Iteration 41Q (7228.180000 sec): 3 clusters
  Score: Raw -2357952.174837 + Penalty 3234.010142 = -2354718.164695
  nChanged 1
		SP:Iteration 42Q (7228.480000 sec): 3 clusters
  Score: Raw -2357953.263557 + Penalty 3234.010142 = -2354719.253416
  nChanged 3
		SP:Iteration 43Q (7228.700000 sec): 3 clusters
  Score: Raw -2357955.224328 + Penalty 3234.010142 = -2354721.214187
  nChanged 2
		SP:Iteration 44Q (7228.990000 sec): 3 clusters
  Score: Raw -2357956.698030 + Penalty 3234.010142 = -2354722.687889
  nChanged 3
		SP:Iteration 45Q (7229.240000 sec): 3 clusters
  Score: Raw -2357958.524542 + Penalty 3234.010142 = -2354724.514401
  nChanged 1
		SP:Iteration 46Q (7229.520000 sec): 3 clusters
  Score: Raw -2357959.469283 + Penalty 3234.010142 = -2354725.459141
  nChanged 0
		SP:Iteration 47F (7229.870000 sec): 3 clusters
  Score: Raw -2357959.469283 + Penalty 3234.010142 = -2354725.459141
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (52103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7230.180000 sec): 2 clusters
  Score: Raw -5190182.038799 + Penalty 1764.908894 = -5188417.129906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7230.580000 sec): 3 clusters
  Score: Raw -5157173.310462 + Penalty 3529.817787 = -5153643.492675
  nChanged 24595
		SP:Iteration 1F (7230.990000 sec): 3 clusters
  Score: Raw -5171597.695274 + Penalty 3529.817787 = -5168067.877487
  nChanged 2486
		SP:Iteration 2Q (7231.380000 sec): 3 clusters
  Score: Raw -5172614.711683 + Penalty 3529.817787 = -5169084.893895
  nChanged 2791
		SP:Iteration 3F (7231.790000 sec): 3 clusters
  Score: Raw -5173979.131594 + Penalty 3529.817787 = -5170449.313806
  nChanged 3044
		SP:Iteration 4F (7232.220000 sec): 3 clusters
  Score: Raw -5175797.620377 + Penalty 3529.817787 = -5172267.802589
  nChanged 3310
		SP:Iteration 5F (7232.660000 sec): 3 clusters
  Score: Raw -5178223.428659 + Penalty 3529.817787 = -5174693.610872
  nChanged 3750
		SP:Iteration 6F (7233.070000 sec): 3 clusters
  Score: Raw -5182003.907691 + Penalty 3529.817787 = -5178474.089904
  nChanged 4041
		SP:Iteration 7F (7233.510000 sec): 3 clusters
  Score: Raw -5187123.816906 + Penalty 3529.817787 = -5183593.999118
  nChanged 3712
		SP:Iteration 8F (7233.870000 sec): 3 clusters
  Score: Raw -5191542.955076 + Penalty 3529.817787 = -5188013.137288
  nChanged 2320
		SP:Iteration 9Q (7234.320000 sec): 3 clusters
  Score: Raw -5193319.310571 + Penalty 3529.817787 = -5189789.492783
  nChanged 1221
		SP:Iteration 10Q (7234.730000 sec): 3 clusters
  Score: Raw -5193900.623761 + Penalty 3529.817787 = -5190370.805974
  nChanged 650
		SP:Iteration 11Q (7235.120000 sec): 3 clusters
  Score: Raw -5194125.999945 + Penalty 3529.817787 = -5190596.182158
  nChanged 404
		SP:Iteration 12Q (7235.580000 sec): 3 clusters
  Score: Raw -5194221.996289 + Penalty 3529.817787 = -5190692.178501
  nChanged 276
		SP:Iteration 13Q (7235.960000 sec): 3 clusters
  Score: Raw -5194272.203151 + Penalty 3529.817787 = -5190742.385363
  nChanged 200
		SP:Iteration 14Q (7236.370000 sec): 3 clusters
  Score: Raw -5194300.195586 + Penalty 3529.817787 = -5190770.377798
  nChanged 143
		SP:Iteration 15Q (7236.810000 sec): 3 clusters
  Score: Raw -5194314.717616 + Penalty 3529.817787 = -5190784.899829
  nChanged 78
		SP:Iteration 16Q (7237.220000 sec): 3 clusters
  Score: Raw -5194320.516081 + Penalty 3529.817787 = -5190790.698293
  nChanged 61
		SP:Iteration 17Q (7237.670000 sec): 3 clusters
  Score: Raw -5194324.363943 + Penalty 3529.817787 = -5190794.546155
  nChanged 53
		SP:Iteration 18Q (7238.090000 sec): 3 clusters
  Score: Raw -5194328.064412 + Penalty 3529.817787 = -5190798.246625
  nChanged 49
		SP:Iteration 19Q (7238.560000 sec): 3 clusters
  Score: Raw -5194332.039175 + Penalty 3529.817787 = -5190802.221387
  nChanged 46
		SP:Iteration 20F (7238.950000 sec): 3 clusters
  Score: Raw -5194334.649514 + Penalty 3529.817787 = -5190804.831726
  nChanged 35
		SP:Iteration 21Q (7239.380000 sec): 3 clusters
  Score: Raw -5194336.507166 + Penalty 3529.817787 = -5190806.689379
  nChanged 19
		SP:Iteration 22Q (7239.820000 sec): 3 clusters
  Score: Raw -5194337.252968 + Penalty 3529.817787 = -5190807.435181
  nChanged 16
		SP:Iteration 23Q (7240.270000 sec): 3 clusters
  Score: Raw -5194337.663152 + Penalty 3529.817787 = -5190807.845364
  nChanged 11
		SP:Iteration 24Q (7240.700000 sec): 3 clusters
  Score: Raw -5194337.977746 + Penalty 3529.817787 = -5190808.159958
  nChanged 13
		SP:Iteration 25Q (7241.130000 sec): 3 clusters
  Score: Raw -5194338.392121 + Penalty 3529.817787 = -5190808.574333
  nChanged 10
		SP:Iteration 26Q (7241.570000 sec): 3 clusters
  Score: Raw -5194338.677844 + Penalty 3529.817787 = -5190808.860056
  nChanged 9
		SP:Iteration 27Q (7242.010000 sec): 3 clusters
  Score: Raw -5194338.916286 + Penalty 3529.817787 = -5190809.098499
  nChanged 11
		SP:Iteration 28Q (7242.440000 sec): 3 clusters
  Score: Raw -5194339.326119 + Penalty 3529.817787 = -5190809.508331
  nChanged 13
		SP:Iteration 29Q (7242.890000 sec): 3 clusters
  Score: Raw -5194339.684613 + Penalty 3529.817787 = -5190809.866825
  nChanged 12
		SP:Iteration 30Q (7243.350000 sec): 3 clusters
  Score: Raw -5194339.975426 + Penalty 3529.817787 = -5190810.157638
  nChanged 10
		SP:Iteration 31Q (7243.800000 sec): 3 clusters
  Score: Raw -5194340.337219 + Penalty 3529.817787 = -5190810.519432
  nChanged 12
		SP:Iteration 32Q (7244.230000 sec): 3 clusters
  Score: Raw -5194340.723640 + Penalty 3529.817787 = -5190810.905853
  nChanged 8
		SP:Iteration 33Q (7244.730000 sec): 3 clusters
  Score: Raw -5194340.902634 + Penalty 3529.817787 = -5190811.084847
  nChanged 1
		SP:Iteration 34Q (7245.160000 sec): 3 clusters
  Score: Raw -5194340.936852 + Penalty 3529.817787 = -5190811.119064
  nChanged 2
		SP:Iteration 35Q (7245.570000 sec): 3 clusters
  Score: Raw -5194340.981001 + Penalty 3529.817787 = -5190811.163213
  nChanged 2
		SP:Iteration 36Q (7245.980000 sec): 3 clusters
  Score: Raw -5194341.006768 + Penalty 3529.817787 = -5190811.188980
  nChanged 0
		SP:Iteration 37F (7246.360000 sec): 3 clusters
  Score: Raw -5194341.006768 + Penalty 3529.817787 = -5190811.188980
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (1134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7246.470000 sec): 2 clusters
  Score: Raw -111748.082520 + Penalty 1142.944804 = -110605.137716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7246.680000 sec): 3 clusters
  Score: Raw -111484.098836 + Penalty 2285.889607 = -109198.209229
  nChanged 384
		SP:Iteration 1F (7246.860000 sec): 3 clusters
  Score: Raw -111981.634088 + Penalty 2285.889607 = -109695.744481
  nChanged 104
		SP:Iteration 2F (7247.080000 sec): 3 clusters
  Score: Raw -112140.255041 + Penalty 2285.889607 = -109854.365433
  nChanged 80
		SP:Iteration 3F (7247.280000 sec): 3 clusters
  Score: Raw -112275.001789 + Penalty 2285.889607 = -109989.112181
  nChanged 55
		SP:Iteration 4Q (7247.510000 sec): 3 clusters
  Score: Raw -112361.390267 + Penalty 2285.889607 = -110075.500659
  nChanged 34
		SP:Iteration 5Q (7247.650000 sec): 3 clusters
  Score: Raw -112416.653910 + Penalty 2285.889607 = -110130.764303
  nChanged 42
		SP:Iteration 6Q (7247.820000 sec): 3 clusters
  Score: Raw -112497.636793 + Penalty 2285.889607 = -110211.747186
  nChanged 39
		SP:Iteration 7Q (7248.020000 sec): 3 clusters
  Score: Raw -112605.468256 + Penalty 2285.889607 = -110319.578649
  nChanged 42
		SP:Iteration 8Q (7248.180000 sec): 3 clusters
  Score: Raw -112769.801802 + Penalty 2285.889607 = -110483.912195
  nChanged 28
		SP:Iteration 9Q (7248.380000 sec): 3 clusters
  Score: Raw -112880.006748 + Penalty 2285.889607 = -110594.117141
  nChanged 13
		SP:Iteration 10Q (7248.570000 sec): 3 clusters
  Score: Raw -112895.952209 + Penalty 2285.889607 = -110610.062602
  nChanged 6
		SP:Iteration 11Q (7248.730000 sec): 3 clusters
  Score: Raw -112905.327309 + Penalty 2285.889607 = -110619.437701
  nChanged 3
		SP:Iteration 12Q (7248.900000 sec): 3 clusters
  Score: Raw -112909.959916 + Penalty 2285.889607 = -110624.070309
  nChanged 4
		SP:Iteration 13Q (7249.080000 sec): 3 clusters
  Score: Raw -112915.884144 + Penalty 2285.889607 = -110629.994536
  nChanged 4
		SP:Iteration 14Q (7249.220000 sec): 3 clusters
  Score: Raw -112919.564506 + Penalty 2285.889607 = -110633.674898
  nChanged 2
		SP:Iteration 15Q (7249.420000 sec): 3 clusters
  Score: Raw -112922.242575 + Penalty 2285.889607 = -110636.352968
  nChanged 3
		SP:Iteration 16Q (7249.570000 sec): 3 clusters
  Score: Raw -112927.143353 + Penalty 2285.889607 = -110641.253745
  nChanged 4
		SP:Iteration 17Q (7249.720000 sec): 3 clusters
  Score: Raw -112937.991854 + Penalty 2285.889607 = -110652.102246
  nChanged 8
		SP:Iteration 18Q (7249.890000 sec): 3 clusters
  Score: Raw -112962.535647 + Penalty 2285.889607 = -110676.646040
  nChanged 15
		SP:Iteration 19Q (7250.090000 sec): 3 clusters
  Score: Raw -113068.196021 + Penalty 2285.889607 = -110782.306414
  nChanged 16
		SP:Iteration 20F (7250.230000 sec): 3 clusters
  Score: Raw -113267.498789 + Penalty 2285.889607 = -110981.609182
  nChanged 9
		SP:Iteration 21Q (7250.370000 sec): 3 clusters
  Score: Raw -113425.758375 + Penalty 2285.889607 = -111139.868768
  nChanged 6
		SP:Iteration 22Q (7250.550000 sec): 3 clusters
  Score: Raw -113484.375458 + Penalty 2285.889607 = -111198.485850
  nChanged 6
		SP:Iteration 23Q (7250.750000 sec): 3 clusters
  Score: Raw -113550.401075 + Penalty 2285.889607 = -111264.511468
  nChanged 4
		SP:Iteration 24Q (7250.890000 sec): 3 clusters
  Score: Raw -113567.206023 + Penalty 2285.889607 = -111281.316416
  nChanged 2
		SP:Iteration 25Q (7251.100000 sec): 3 clusters
  Score: Raw -113571.511008 + Penalty 2285.889607 = -111285.621400
  nChanged 0
		SP:Iteration 26F (7251.260000 sec): 3 clusters
  Score: Raw -113571.511008 + Penalty 2285.889607 = -111285.621400
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7251.460000 sec): 2 clusters
  Score: Raw -1526342.875587 + Penalty 1556.047624 = -1524786.827963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7251.750000 sec): 3 clusters
  Score: Raw -1517937.597519 + Penalty 3112.095249 = -1514825.502270
  nChanged 6324
		SP:Iteration 1F (7252.030000 sec): 3 clusters
  Score: Raw -1521319.439462 + Penalty 3112.095249 = -1518207.344213
  nChanged 773
		SP:Iteration 2F (7252.280000 sec): 3 clusters
  Score: Raw -1521611.819352 + Penalty 3112.095249 = -1518499.724103
  nChanged 674
		SP:Iteration 3Q (7252.520000 sec): 3 clusters
  Score: Raw -1521847.693786 + Penalty 3112.095249 = -1518735.598537
  nChanged 643
		SP:Iteration 4Q (7252.820000 sec): 3 clusters
  Score: Raw -1522102.583368 + Penalty 3112.095249 = -1518990.488119
  nChanged 670
		SP:Iteration 5Q (7253.160000 sec): 3 clusters
  Score: Raw -1522406.435300 + Penalty 3112.095249 = -1519294.340051
  nChanged 748
		SP:Iteration 6F (7253.490000 sec): 3 clusters
  Score: Raw -1522793.604393 + Penalty 3112.095249 = -1519681.509144
  nChanged 781
		SP:Iteration 7F (7253.760000 sec): 3 clusters
  Score: Raw -1523267.863056 + Penalty 3112.095249 = -1520155.767807
  nChanged 843
		SP:Iteration 8F (7254.050000 sec): 3 clusters
  Score: Raw -1523849.755617 + Penalty 3112.095249 = -1520737.660368
  nChanged 818
		SP:Iteration 9F (7254.350000 sec): 3 clusters
  Score: Raw -1524429.062549 + Penalty 3112.095249 = -1521316.967300
  nChanged 719
		SP:Iteration 10Q (7254.640000 sec): 3 clusters
  Score: Raw -1524979.640769 + Penalty 3112.095249 = -1521867.545520
  nChanged 615
		SP:Iteration 11Q (7254.910000 sec): 3 clusters
  Score: Raw -1525486.260379 + Penalty 3112.095249 = -1522374.165131
  nChanged 464
		SP:Iteration 12Q (7255.150000 sec): 3 clusters
  Score: Raw -1525877.529811 + Penalty 3112.095249 = -1522765.434562
  nChanged 297
		SP:Iteration 13Q (7255.430000 sec): 3 clusters
  Score: Raw -1526157.920867 + Penalty 3112.095249 = -1523045.825618
  nChanged 185
		SP:Iteration 14Q (7255.660000 sec): 3 clusters
  Score: Raw -1526336.594777 + Penalty 3112.095249 = -1523224.499528
  nChanged 96
		SP:Iteration 15Q (7255.910000 sec): 3 clusters
  Score: Raw -1526427.824717 + Penalty 3112.095249 = -1523315.729469
  nChanged 49
		SP:Iteration 16Q (7256.190000 sec): 3 clusters
  Score: Raw -1526477.929187 + Penalty 3112.095249 = -1523365.833938
  nChanged 34
		SP:Iteration 17Q (7256.480000 sec): 3 clusters
  Score: Raw -1526513.929153 + Penalty 3112.095249 = -1523401.833904
  nChanged 25
		SP:Iteration 18Q (7256.710000 sec): 3 clusters
  Score: Raw -1526536.010075 + Penalty 3112.095249 = -1523423.914826
  nChanged 18
		SP:Iteration 19Q (7256.970000 sec): 3 clusters
  Score: Raw -1526558.150139 + Penalty 3112.095249 = -1523446.054890
  nChanged 12
		SP:Iteration 20F (7257.200000 sec): 3 clusters
  Score: Raw -1526570.726755 + Penalty 3112.095249 = -1523458.631506
  nChanged 7
		SP:Iteration 21Q (7257.420000 sec): 3 clusters
  Score: Raw -1526579.340002 + Penalty 3112.095249 = -1523467.244753
  nChanged 5
		SP:Iteration 22Q (7257.640000 sec): 3 clusters
  Score: Raw -1526583.793937 + Penalty 3112.095249 = -1523471.698689
  nChanged 6
		SP:Iteration 23Q (7257.850000 sec): 3 clusters
  Score: Raw -1526589.015513 + Penalty 3112.095249 = -1523476.920264
  nChanged 8
		SP:Iteration 24Q (7258.150000 sec): 3 clusters
  Score: Raw -1526597.641520 + Penalty 3112.095249 = -1523485.546271
  nChanged 3
		SP:Iteration 25Q (7258.370000 sec): 3 clusters
  Score: Raw -1526600.634534 + Penalty 3112.095249 = -1523488.539285
  nChanged 3
		SP:Iteration 26Q (7258.620000 sec): 3 clusters
  Score: Raw -1526604.733906 + Penalty 3112.095249 = -1523492.638657
  nChanged 5
		SP:Iteration 27Q (7258.810000 sec): 3 clusters
  Score: Raw -1526608.944065 + Penalty 3112.095249 = -1523496.848816
  nChanged 4
		SP:Iteration 28Q (7259.070000 sec): 3 clusters
  Score: Raw -1526613.596640 + Penalty 3112.095249 = -1523501.501391
  nChanged 2
		SP:Iteration 29Q (7259.310000 sec): 3 clusters
  Score: Raw -1526615.302711 + Penalty 3112.095249 = -1523503.207463
  nChanged 4
		SP:Iteration 30Q (7259.530000 sec): 3 clusters
  Score: Raw -1526618.689974 + Penalty 3112.095249 = -1523506.594725
  nChanged 4
		SP:Iteration 31Q (7259.760000 sec): 3 clusters
  Score: Raw -1526623.057304 + Penalty 3112.095249 = -1523510.962055
  nChanged 3
		SP:Iteration 32Q (7260.000000 sec): 3 clusters
  Score: Raw -1526627.749780 + Penalty 3112.095249 = -1523515.654531
  nChanged 5
		SP:Iteration 33Q (7260.240000 sec): 3 clusters
  Score: Raw -1526634.307515 + Penalty 3112.095249 = -1523522.212266
  nChanged 7
		SP:Iteration 34Q (7260.480000 sec): 3 clusters
  Score: Raw -1526642.758121 + Penalty 3112.095249 = -1523530.662872
  nChanged 3
		SP:Iteration 35Q (7260.770000 sec): 3 clusters
  Score: Raw -1526645.427065 + Penalty 3112.095249 = -1523533.331816
  nChanged 1
		SP:Iteration 36Q (7261.060000 sec): 3 clusters
  Score: Raw -1526646.997762 + Penalty 3112.095249 = -1523534.902513
  nChanged 5
		SP:Iteration 37Q (7261.300000 sec): 3 clusters
  Score: Raw -1526650.366984 + Penalty 3112.095249 = -1523538.271735
  nChanged 3
		SP:Iteration 38Q (7261.570000 sec): 3 clusters
  Score: Raw -1526653.774317 + Penalty 3112.095249 = -1523541.679068
  nChanged 3
		SP:Iteration 39Q (7261.870000 sec): 3 clusters
  Score: Raw -1526656.407838 + Penalty 3112.095249 = -1523544.312589
  nChanged 4
		SP:Iteration 40F (7262.130000 sec): 3 clusters
  Score: Raw -1526658.105129 + Penalty 3112.095249 = -1523546.009880
  nChanged 2
		SP:Iteration 41Q (7262.370000 sec): 3 clusters
  Score: Raw -1526658.983143 + Penalty 3112.095249 = -1523546.887894
  nChanged 1
		SP:Iteration 42Q (7262.620000 sec): 3 clusters
  Score: Raw -1526659.387353 + Penalty 3112.095249 = -1523547.292105
  nChanged 0
		SP:Iteration 43F (7262.930000 sec): 3 clusters
  Score: Raw -1526659.387353 + Penalty 3112.095249 = -1523547.292105
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (25019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7263.150000 sec): 2 clusters
  Score: Raw -2590377.092581 + Penalty 1645.701007 = -2588731.391573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7263.490000 sec): 3 clusters
  Score: Raw -2575030.963735 + Penalty 3291.402015 = -2571739.561720
  nChanged 11424
		SP:Iteration 1F (7263.870000 sec): 3 clusters
  Score: Raw -2581717.256801 + Penalty 3291.402015 = -2578425.854786
  nChanged 1474
		SP:Iteration 2F (7264.170000 sec): 3 clusters
  Score: Raw -2582401.969296 + Penalty 3291.402015 = -2579110.567281
  nChanged 1437
		SP:Iteration 3F (7264.530000 sec): 3 clusters
  Score: Raw -2583129.311787 + Penalty 3291.402015 = -2579837.909772
  nChanged 1456
		SP:Iteration 4F (7264.850000 sec): 3 clusters
  Score: Raw -2583940.456687 + Penalty 3291.402015 = -2580649.054672
  nChanged 1455
		SP:Iteration 5F (7265.150000 sec): 3 clusters
  Score: Raw -2584744.511552 + Penalty 3291.402015 = -2581453.109537
  nChanged 1355
		SP:Iteration 6F (7265.510000 sec): 3 clusters
  Score: Raw -2585500.658581 + Penalty 3291.402015 = -2582209.256566
  nChanged 1285
		SP:Iteration 7F (7265.810000 sec): 3 clusters
  Score: Raw -2586080.335537 + Penalty 3291.402015 = -2582788.933522
  nChanged 1042
		SP:Iteration 8Q (7266.120000 sec): 3 clusters
  Score: Raw -2586512.915219 + Penalty 3291.402015 = -2583221.513204
  nChanged 874
		SP:Iteration 9Q (7266.410000 sec): 3 clusters
  Score: Raw -2586866.973897 + Penalty 3291.402015 = -2583575.571882
  nChanged 732
		SP:Iteration 10Q (7266.720000 sec): 3 clusters
  Score: Raw -2587132.463083 + Penalty 3291.402015 = -2583841.061068
  nChanged 650
		SP:Iteration 11Q (7267.070000 sec): 3 clusters
  Score: Raw -2587350.104028 + Penalty 3291.402015 = -2584058.702013
  nChanged 565
		SP:Iteration 12Q (7267.370000 sec): 3 clusters
  Score: Raw -2587549.491065 + Penalty 3291.402015 = -2584258.089050
  nChanged 570
		SP:Iteration 13Q (7267.660000 sec): 3 clusters
  Score: Raw -2587744.875662 + Penalty 3291.402015 = -2584453.473647
  nChanged 501
		SP:Iteration 14Q (7268.060000 sec): 3 clusters
  Score: Raw -2587911.364796 + Penalty 3291.402015 = -2584619.962782
  nChanged 481
		SP:Iteration 15Q (7268.390000 sec): 3 clusters
  Score: Raw -2588062.761848 + Penalty 3291.402015 = -2584771.359833
  nChanged 411
		SP:Iteration 16Q (7268.730000 sec): 3 clusters
  Score: Raw -2588187.651544 + Penalty 3291.402015 = -2584896.249529
  nChanged 396
		SP:Iteration 17Q (7269.070000 sec): 3 clusters
  Score: Raw -2588300.464960 + Penalty 3291.402015 = -2585009.062945
  nChanged 346
		SP:Iteration 18Q (7269.440000 sec): 3 clusters
  Score: Raw -2588396.276727 + Penalty 3291.402015 = -2585104.874712
  nChanged 335
		SP:Iteration 19Q (7269.750000 sec): 3 clusters
  Score: Raw -2588493.182523 + Penalty 3291.402015 = -2585201.780508
  nChanged 349
		SP:Iteration 20F (7270.070000 sec): 3 clusters
  Score: Raw -2588599.270187 + Penalty 3291.402015 = -2585307.868172
  nChanged 336
		SP:Iteration 21Q (7270.460000 sec): 3 clusters
  Score: Raw -2588702.470579 + Penalty 3291.402015 = -2585411.068564
  nChanged 330
		SP:Iteration 22Q (7270.830000 sec): 3 clusters
  Score: Raw -2588803.513917 + Penalty 3291.402015 = -2585512.111902
  nChanged 304
		SP:Iteration 23Q (7271.120000 sec): 3 clusters
  Score: Raw -2588897.049649 + Penalty 3291.402015 = -2585605.647634
  nChanged 292
		SP:Iteration 24Q (7271.460000 sec): 3 clusters
  Score: Raw -2588985.084957 + Penalty 3291.402015 = -2585693.682942
  nChanged 291
		SP:Iteration 25Q (7271.730000 sec): 3 clusters
  Score: Raw -2589072.788876 + Penalty 3291.402015 = -2585781.386861
  nChanged 255
		SP:Iteration 26Q (7272.050000 sec): 3 clusters
  Score: Raw -2589156.263097 + Penalty 3291.402015 = -2585864.861083
  nChanged 275
		SP:Iteration 27Q (7272.340000 sec): 3 clusters
  Score: Raw -2589241.464924 + Penalty 3291.402015 = -2585950.062909
  nChanged 259
		SP:Iteration 28Q (7272.640000 sec): 3 clusters
  Score: Raw -2589314.806802 + Penalty 3291.402015 = -2586023.404787
  nChanged 241
		SP:Iteration 29Q (7272.950000 sec): 3 clusters
  Score: Raw -2589374.121750 + Penalty 3291.402015 = -2586082.719735
  nChanged 199
		SP:Iteration 30Q (7273.210000 sec): 3 clusters
  Score: Raw -2589423.712909 + Penalty 3291.402015 = -2586132.310894
  nChanged 178
		SP:Iteration 31Q (7273.500000 sec): 3 clusters
  Score: Raw -2589464.412482 + Penalty 3291.402015 = -2586173.010467
  nChanged 153
		SP:Iteration 32Q (7273.790000 sec): 3 clusters
  Score: Raw -2589494.694646 + Penalty 3291.402015 = -2586203.292631
  nChanged 145
		SP:Iteration 33Q (7274.110000 sec): 3 clusters
  Score: Raw -2589520.583394 + Penalty 3291.402015 = -2586229.181379
  nChanged 131
		SP:Iteration 34Q (7274.420000 sec): 3 clusters
  Score: Raw -2589542.186843 + Penalty 3291.402015 = -2586250.784828
  nChanged 115
		SP:Iteration 35Q (7274.820000 sec): 3 clusters
  Score: Raw -2589557.655824 + Penalty 3291.402015 = -2586266.253809
  nChanged 86
		SP:Iteration 36Q (7275.070000 sec): 3 clusters
  Score: Raw -2589566.208464 + Penalty 3291.402015 = -2586274.806449
  nChanged 69
		SP:Iteration 37Q (7275.370000 sec): 3 clusters
  Score: Raw -2589574.113444 + Penalty 3291.402015 = -2586282.711429
  nChanged 67
		SP:Iteration 38Q (7275.710000 sec): 3 clusters
  Score: Raw -2589580.845385 + Penalty 3291.402015 = -2586289.443370
  nChanged 55
		SP:Iteration 39Q (7276.010000 sec): 3 clusters
  Score: Raw -2589585.438184 + Penalty 3291.402015 = -2586294.036169
  nChanged 42
		SP:Iteration 40F (7276.330000 sec): 3 clusters
  Score: Raw -2589588.589591 + Penalty 3291.402015 = -2586297.187576
  nChanged 31
		SP:Iteration 41Q (7276.660000 sec): 3 clusters
  Score: Raw -2589590.617987 + Penalty 3291.402015 = -2586299.215972
  nChanged 36
		SP:Iteration 42Q (7276.980000 sec): 3 clusters
  Score: Raw -2589593.350873 + Penalty 3291.402015 = -2586301.948858
  nChanged 26
		SP:Iteration 43Q (7277.300000 sec): 3 clusters
  Score: Raw -2589594.921698 + Penalty 3291.402015 = -2586303.519683
  nChanged 25
		SP:Iteration 44Q (7277.640000 sec): 3 clusters
  Score: Raw -2589596.757640 + Penalty 3291.402015 = -2586305.355626
  nChanged 21
		SP:Iteration 45Q (7278.000000 sec): 3 clusters
  Score: Raw -2589598.358144 + Penalty 3291.402015 = -2586306.956129
  nChanged 20
		SP:Iteration 46Q (7278.310000 sec): 3 clusters
  Score: Raw -2589599.318104 + Penalty 3291.402015 = -2586307.916089
  nChanged 14
		SP:Iteration 47Q (7278.580000 sec): 3 clusters
  Score: Raw -2589600.627641 + Penalty 3291.402015 = -2586309.225626
  nChanged 21
		SP:Iteration 48Q (7278.890000 sec): 3 clusters
  Score: Raw -2589601.901925 + Penalty 3291.402015 = -2586310.499910
  nChanged 17
		SP:Iteration 49Q (7279.180000 sec): 3 clusters
  Score: Raw -2589603.093614 + Penalty 3291.402015 = -2586311.691599
  nChanged 15
		SP:Iteration 50Q (7279.510000 sec): 3 clusters
  Score: Raw -2589603.667533 + Penalty 3291.402015 = -2586312.265518
  nChanged 7
		SP:Iteration 51Q (7279.830000 sec): 3 clusters
  Score: Raw -2589603.852256 + Penalty 3291.402015 = -2586312.450241
  nChanged 4
		SP:Iteration 52Q (7280.220000 sec): 3 clusters
  Score: Raw -2589604.019914 + Penalty 3291.402015 = -2586312.617899
  nChanged 5
		SP:Iteration 53Q (7280.520000 sec): 3 clusters
  Score: Raw -2589604.173777 + Penalty 3291.402015 = -2586312.771762
  nChanged 2
		SP:Iteration 54Q (7280.890000 sec): 3 clusters
  Score: Raw -2589604.242416 + Penalty 3291.402015 = -2586312.840401
  nChanged 3
		SP:Iteration 55Q (7281.200000 sec): 3 clusters
  Score: Raw -2589604.323848 + Penalty 3291.402015 = -2586312.921833
  nChanged 3
		SP:Iteration 56Q (7281.550000 sec): 3 clusters
  Score: Raw -2589604.380477 + Penalty 3291.402015 = -2586312.978462
  nChanged 3
		SP:Iteration 57Q (7281.890000 sec): 3 clusters
  Score: Raw -2589604.455834 + Penalty 3291.402015 = -2586313.053819
  nChanged 1
		SP:Iteration 58Q (7282.190000 sec): 3 clusters
  Score: Raw -2589604.489018 + Penalty 3291.402015 = -2586313.087004
  nChanged 0
		SP:Iteration 59F (7282.550000 sec): 3 clusters
  Score: Raw -2589604.489018 + Penalty 3291.402015 = -2586313.087004
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7282.650000 sec): 2 clusters
  Score: Raw -473395.746640 + Penalty 1381.818728 = -472013.927912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7282.860000 sec): 3 clusters
  Score: Raw -470821.242600 + Penalty 2763.637456 = -468057.605144
  nChanged 2002
		SP:Iteration 1F (7283.070000 sec): 3 clusters
  Score: Raw -472017.213999 + Penalty 2763.637456 = -469253.576543
  nChanged 430
		SP:Iteration 2F (7283.330000 sec): 3 clusters
  Score: Raw -472355.970394 + Penalty 2763.637456 = -469592.332939
  nChanged 363
		SP:Iteration 3F (7283.590000 sec): 3 clusters
  Score: Raw -472667.172350 + Penalty 2763.637456 = -469903.534894
  nChanged 352
		SP:Iteration 4F (7283.790000 sec): 3 clusters
  Score: Raw -472952.822388 + Penalty 2763.637456 = -470189.184932
  nChanged 317
		SP:Iteration 5F (7283.960000 sec): 3 clusters
  Score: Raw -473209.854795 + Penalty 2763.637456 = -470446.217339
  nChanged 256
		SP:Iteration 6F (7284.150000 sec): 3 clusters
  Score: Raw -473404.461372 + Penalty 2763.637456 = -470640.823916
  nChanged 206
		SP:Iteration 7Q (7284.360000 sec): 3 clusters
  Score: Raw -473539.385178 + Penalty 2763.637456 = -470775.747722
  nChanged 156
		SP:Iteration 8Q (7284.550000 sec): 3 clusters
  Score: Raw -473628.388576 + Penalty 2763.637456 = -470864.751120
  nChanged 118
		SP:Iteration 9Q (7284.790000 sec): 3 clusters
  Score: Raw -473690.255652 + Penalty 2763.637456 = -470926.618197
  nChanged 77
		SP:Iteration 10Q (7284.970000 sec): 3 clusters
  Score: Raw -473728.204813 + Penalty 2763.637456 = -470964.567357
  nChanged 69
		SP:Iteration 11Q (7285.180000 sec): 3 clusters
  Score: Raw -473757.083558 + Penalty 2763.637456 = -470993.446102
  nChanged 42
		SP:Iteration 12Q (7285.400000 sec): 3 clusters
  Score: Raw -473774.552036 + Penalty 2763.637456 = -471010.914580
  nChanged 30
		SP:Iteration 13Q (7285.600000 sec): 3 clusters
  Score: Raw -473787.985849 + Penalty 2763.637456 = -471024.348393
  nChanged 21
		SP:Iteration 14Q (7285.810000 sec): 3 clusters
  Score: Raw -473796.357305 + Penalty 2763.637456 = -471032.719850
  nChanged 14
		SP:Iteration 15Q (7286.000000 sec): 3 clusters
  Score: Raw -473801.340832 + Penalty 2763.637456 = -471037.703377
  nChanged 11
		SP:Iteration 16Q (7286.200000 sec): 3 clusters
  Score: Raw -473805.352112 + Penalty 2763.637456 = -471041.714656
  nChanged 5
		SP:Iteration 17Q (7286.410000 sec): 3 clusters
  Score: Raw -473807.588087 + Penalty 2763.637456 = -471043.950631
  nChanged 5
		SP:Iteration 18Q (7286.610000 sec): 3 clusters
  Score: Raw -473809.145304 + Penalty 2763.637456 = -471045.507848
  nChanged 7
		SP:Iteration 19Q (7286.770000 sec): 3 clusters
  Score: Raw -473811.200295 + Penalty 2763.637456 = -471047.562839
  nChanged 4
		SP:Iteration 20F (7286.970000 sec): 3 clusters
  Score: Raw -473812.162604 + Penalty 2763.637456 = -471048.525148
  nChanged 3
		SP:Iteration 21Q (7287.170000 sec): 3 clusters
  Score: Raw -473812.961833 + Penalty 2763.637456 = -471049.324377
  nChanged 1
		SP:Iteration 22Q (7287.440000 sec): 3 clusters
  Score: Raw -473813.246580 + Penalty 2763.637456 = -471049.609124
  nChanged 1
		SP:Iteration 23Q (7287.650000 sec): 3 clusters
  Score: Raw -473813.710737 + Penalty 2763.637456 = -471050.073281
  nChanged 1
		SP:Iteration 24Q (7287.810000 sec): 3 clusters
  Score: Raw -473813.870005 + Penalty 2763.637456 = -471050.232550
  nChanged 1
		SP:Iteration 25Q (7288.070000 sec): 3 clusters
  Score: Raw -473815.186661 + Penalty 2763.637456 = -471051.549205
  nChanged 6
		SP:Iteration 26Q (7288.250000 sec): 3 clusters
  Score: Raw -473818.809104 + Penalty 2763.637456 = -471055.171648
  nChanged 9
		SP:Iteration 27Q (7288.500000 sec): 3 clusters
  Score: Raw -473822.612029 + Penalty 2763.637456 = -471058.974573
  nChanged 3
		SP:Iteration 28Q (7288.660000 sec): 3 clusters
  Score: Raw -473824.184935 + Penalty 2763.637456 = -471060.547479
  nChanged 3
		SP:Iteration 29Q (7288.830000 sec): 3 clusters
  Score: Raw -473825.286562 + Penalty 2763.637456 = -471061.649106
  nChanged 4
		SP:Iteration 30Q (7289.050000 sec): 3 clusters
  Score: Raw -473826.398170 + Penalty 2763.637456 = -471062.760714
  nChanged 5
		SP:Iteration 31Q (7289.200000 sec): 3 clusters
  Score: Raw -473828.003094 + Penalty 2763.637456 = -471064.365638
  nChanged 4
		SP:Iteration 32Q (7289.430000 sec): 3 clusters
  Score: Raw -473829.355874 + Penalty 2763.637456 = -471065.718418
  nChanged 2
		SP:Iteration 33Q (7289.640000 sec): 3 clusters
  Score: Raw -473830.452299 + Penalty 2763.637456 = -471066.814843
  nChanged 3
		SP:Iteration 34Q (7289.830000 sec): 3 clusters
  Score: Raw -473831.820712 + Penalty 2763.637456 = -471068.183257
  nChanged 5
		SP:Iteration 35Q (7290.040000 sec): 3 clusters
  Score: Raw -473835.223256 + Penalty 2763.637456 = -471071.585800
  nChanged 11
		SP:Iteration 36Q (7290.240000 sec): 3 clusters
  Score: Raw -473841.258376 + Penalty 2763.637456 = -471077.620920
  nChanged 9
		SP:Iteration 37Q (7290.430000 sec): 3 clusters
  Score: Raw -473843.629060 + Penalty 2763.637456 = -471079.991605
  nChanged 5
		SP:Iteration 38Q (7290.650000 sec): 3 clusters
  Score: Raw -473846.102155 + Penalty 2763.637456 = -471082.464699
  nChanged 7
		SP:Iteration 39Q (7290.850000 sec): 3 clusters
  Score: Raw -473848.964153 + Penalty 2763.637456 = -471085.326697
  nChanged 4
		SP:Iteration 40F (7291.070000 sec): 3 clusters
  Score: Raw -473850.520658 + Penalty 2763.637456 = -471086.883202
  nChanged 3
		SP:Iteration 41Q (7291.230000 sec): 3 clusters
  Score: Raw -473851.118555 + Penalty 2763.637456 = -471087.481099
  nChanged 1
		SP:Iteration 42Q (7291.470000 sec): 3 clusters
  Score: Raw -473851.204720 + Penalty 2763.637456 = -471087.567264
  nChanged 0
		SP:Iteration 43F (7291.670000 sec): 3 clusters
  Score: Raw -473851.204720 + Penalty 2763.637456 = -471087.567264
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (13577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7291.870000 sec): 2 clusters
  Score: Raw -1439040.622174 + Penalty 1546.371525 = -1437494.250649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7292.150000 sec): 3 clusters
  Score: Raw -1431095.739481 + Penalty 3092.743051 = -1428002.996430
  nChanged 6001
		SP:Iteration 1F (7292.400000 sec): 3 clusters
  Score: Raw -1434208.023581 + Penalty 3092.743051 = -1431115.280530
  nChanged 740
		SP:Iteration 2F (7292.620000 sec): 3 clusters
  Score: Raw -1434490.648256 + Penalty 3092.743051 = -1431397.905205
  nChanged 629
		SP:Iteration 3Q (7292.870000 sec): 3 clusters
  Score: Raw -1434719.683960 + Penalty 3092.743051 = -1431626.940910
  nChanged 588
		SP:Iteration 4Q (7293.160000 sec): 3 clusters
  Score: Raw -1434961.993379 + Penalty 3092.743051 = -1431869.250328
  nChanged 582
		SP:Iteration 5Q (7293.410000 sec): 3 clusters
  Score: Raw -1435219.829119 + Penalty 3092.743051 = -1432127.086068
  nChanged 572
		SP:Iteration 6Q (7293.630000 sec): 3 clusters
  Score: Raw -1435492.251064 + Penalty 3092.743051 = -1432399.508013
  nChanged 622
		SP:Iteration 7Q (7293.880000 sec): 3 clusters
  Score: Raw -1435803.725409 + Penalty 3092.743051 = -1432710.982358
  nChanged 618
		SP:Iteration 8Q (7294.110000 sec): 3 clusters
  Score: Raw -1436149.331199 + Penalty 3092.743051 = -1433056.588149
  nChanged 621
		SP:Iteration 9Q (7294.380000 sec): 3 clusters
  Score: Raw -1436520.741889 + Penalty 3092.743051 = -1433427.998839
  nChanged 607
		SP:Iteration 10Q (7294.660000 sec): 3 clusters
  Score: Raw -1436867.129691 + Penalty 3092.743051 = -1433774.386640
  nChanged 530
		SP:Iteration 11Q (7294.920000 sec): 3 clusters
  Score: Raw -1437203.015617 + Penalty 3092.743051 = -1434110.272566
  nChanged 500
		SP:Iteration 12Q (7295.160000 sec): 3 clusters
  Score: Raw -1437499.589793 + Penalty 3092.743051 = -1434406.846743
  nChanged 395
		SP:Iteration 13Q (7295.420000 sec): 3 clusters
  Score: Raw -1437726.141219 + Penalty 3092.743051 = -1434633.398169
  nChanged 360
		SP:Iteration 14Q (7295.670000 sec): 3 clusters
  Score: Raw -1437915.568016 + Penalty 3092.743051 = -1434822.824965
  nChanged 295
		SP:Iteration 15Q (7295.900000 sec): 3 clusters
  Score: Raw -1438046.469468 + Penalty 3092.743051 = -1434953.726417
  nChanged 251
		SP:Iteration 16Q (7296.180000 sec): 3 clusters
  Score: Raw -1438150.855494 + Penalty 3092.743051 = -1435058.112443
  nChanged 204
		SP:Iteration 17Q (7296.420000 sec): 3 clusters
  Score: Raw -1438232.453775 + Penalty 3092.743051 = -1435139.710724
  nChanged 170
		SP:Iteration 18Q (7296.690000 sec): 3 clusters
  Score: Raw -1438294.155055 + Penalty 3092.743051 = -1435201.412004
  nChanged 146
		SP:Iteration 19Q (7296.900000 sec): 3 clusters
  Score: Raw -1438331.329094 + Penalty 3092.743051 = -1435238.586043
  nChanged 115
		SP:Iteration 20F (7297.180000 sec): 3 clusters
  Score: Raw -1438360.430894 + Penalty 3092.743051 = -1435267.687843
  nChanged 91
		SP:Iteration 21Q (7297.390000 sec): 3 clusters
  Score: Raw -1438382.561985 + Penalty 3092.743051 = -1435289.818934
  nChanged 91
		SP:Iteration 22Q (7297.640000 sec): 3 clusters
  Score: Raw -1438402.981579 + Penalty 3092.743051 = -1435310.238528
  nChanged 88
		SP:Iteration 23Q (7297.870000 sec): 3 clusters
  Score: Raw -1438421.086633 + Penalty 3092.743051 = -1435328.343583
  nChanged 83
		SP:Iteration 24Q (7298.110000 sec): 3 clusters
  Score: Raw -1438441.113431 + Penalty 3092.743051 = -1435348.370380
  nChanged 78
		SP:Iteration 25Q (7298.370000 sec): 3 clusters
  Score: Raw -1438456.997984 + Penalty 3092.743051 = -1435364.254934
  nChanged 70
		SP:Iteration 26Q (7298.610000 sec): 3 clusters
  Score: Raw -1438471.923427 + Penalty 3092.743051 = -1435379.180376
  nChanged 71
		SP:Iteration 27Q (7298.910000 sec): 3 clusters
  Score: Raw -1438485.517536 + Penalty 3092.743051 = -1435392.774485
  nChanged 62
		SP:Iteration 28Q (7299.210000 sec): 3 clusters
  Score: Raw -1438495.919245 + Penalty 3092.743051 = -1435403.176195
  nChanged 46
		SP:Iteration 29Q (7299.410000 sec): 3 clusters
  Score: Raw -1438503.775813 + Penalty 3092.743051 = -1435411.032762
  nChanged 42
		SP:Iteration 30Q (7299.640000 sec): 3 clusters
  Score: Raw -1438511.382972 + Penalty 3092.743051 = -1435418.639922
  nChanged 36
		SP:Iteration 31Q (7299.870000 sec): 3 clusters
  Score: Raw -1438517.785383 + Penalty 3092.743051 = -1435425.042332
  nChanged 29
		SP:Iteration 32Q (7300.130000 sec): 3 clusters
  Score: Raw -1438523.602626 + Penalty 3092.743051 = -1435430.859575
  nChanged 41
		SP:Iteration 33Q (7300.390000 sec): 3 clusters
  Score: Raw -1438532.190755 + Penalty 3092.743051 = -1435439.447704
  nChanged 38
		SP:Iteration 34Q (7300.610000 sec): 3 clusters
  Score: Raw -1438539.721453 + Penalty 3092.743051 = -1435446.978403
  nChanged 40
		SP:Iteration 35Q (7300.870000 sec): 3 clusters
  Score: Raw -1438548.193694 + Penalty 3092.743051 = -1435455.450644
  nChanged 46
		SP:Iteration 36Q (7301.150000 sec): 3 clusters
  Score: Raw -1438558.843432 + Penalty 3092.743051 = -1435466.100381
  nChanged 60
		SP:Iteration 37Q (7301.390000 sec): 3 clusters
  Score: Raw -1438571.653647 + Penalty 3092.743051 = -1435478.910596
  nChanged 52
		SP:Iteration 38Q (7301.640000 sec): 3 clusters
  Score: Raw -1438581.633463 + Penalty 3092.743051 = -1435488.890412
  nChanged 40
		SP:Iteration 39Q (7301.890000 sec): 3 clusters
  Score: Raw -1438587.592854 + Penalty 3092.743051 = -1435494.849803
  nChanged 39
		SP:Iteration 40F (7302.140000 sec): 3 clusters
  Score: Raw -1438594.487431 + Penalty 3092.743051 = -1435501.744380
  nChanged 33
		SP:Iteration 41Q (7302.390000 sec): 3 clusters
  Score: Raw -1438600.452298 + Penalty 3092.743051 = -1435507.709247
  nChanged 37
		SP:Iteration 42Q (7302.620000 sec): 3 clusters
  Score: Raw -1438606.706546 + Penalty 3092.743051 = -1435513.963496
  nChanged 26
		SP:Iteration 43Q (7302.870000 sec): 3 clusters
  Score: Raw -1438611.467137 + Penalty 3092.743051 = -1435518.724086
  nChanged 38
		SP:Iteration 44Q (7303.100000 sec): 3 clusters
  Score: Raw -1438620.877047 + Penalty 3092.743051 = -1435528.133996
  nChanged 47
		SP:Iteration 45Q (7303.320000 sec): 3 clusters
  Score: Raw -1438633.024289 + Penalty 3092.743051 = -1435540.281238
  nChanged 47
		SP:Iteration 46Q (7303.560000 sec): 3 clusters
  Score: Raw -1438643.877955 + Penalty 3092.743051 = -1435551.134905
  nChanged 50
		SP:Iteration 47Q (7303.790000 sec): 3 clusters
  Score: Raw -1438656.833943 + Penalty 3092.743051 = -1435564.090892
  nChanged 50
		SP:Iteration 48Q (7304.050000 sec): 3 clusters
  Score: Raw -1438667.974641 + Penalty 3092.743051 = -1435575.231590
  nChanged 40
		SP:Iteration 49Q (7304.310000 sec): 3 clusters
  Score: Raw -1438675.994786 + Penalty 3092.743051 = -1435583.251735
  nChanged 35
		SP:Iteration 50Q (7304.510000 sec): 3 clusters
  Score: Raw -1438682.127011 + Penalty 3092.743051 = -1435589.383961
  nChanged 34
		SP:Iteration 51Q (7304.740000 sec): 3 clusters
  Score: Raw -1438689.253891 + Penalty 3092.743051 = -1435596.510840
  nChanged 28
		SP:Iteration 52Q (7304.990000 sec): 3 clusters
  Score: Raw -1438694.088898 + Penalty 3092.743051 = -1435601.345847
  nChanged 21
		SP:Iteration 53Q (7305.230000 sec): 3 clusters
  Score: Raw -1438697.545575 + Penalty 3092.743051 = -1435604.802524
  nChanged 14
		SP:Iteration 54Q (7305.530000 sec): 3 clusters
  Score: Raw -1438699.522132 + Penalty 3092.743051 = -1435606.779082
  nChanged 11
		SP:Iteration 55Q (7305.750000 sec): 3 clusters
  Score: Raw -1438701.646915 + Penalty 3092.743051 = -1435608.903864
  nChanged 18
		SP:Iteration 56Q (7305.990000 sec): 3 clusters
  Score: Raw -1438705.017008 + Penalty 3092.743051 = -1435612.273957
  nChanged 24
		SP:Iteration 57Q (7306.250000 sec): 3 clusters
  Score: Raw -1438709.205067 + Penalty 3092.743051 = -1435616.462016
  nChanged 19
		SP:Iteration 58Q (7306.440000 sec): 3 clusters
  Score: Raw -1438712.177458 + Penalty 3092.743051 = -1435619.434408
  nChanged 24
		SP:Iteration 59Q (7306.710000 sec): 3 clusters
  Score: Raw -1438716.000329 + Penalty 3092.743051 = -1435623.257278
  nChanged 31
		SP:Iteration 60F (7306.930000 sec): 3 clusters
  Score: Raw -1438721.484917 + Penalty 3092.743051 = -1435628.741867
  nChanged 18
		SP:Iteration 61Q (7307.150000 sec): 3 clusters
  Score: Raw -1438723.832821 + Penalty 3092.743051 = -1435631.089770
  nChanged 15
		SP:Iteration 62Q (7307.410000 sec): 3 clusters
  Score: Raw -1438726.303538 + Penalty 3092.743051 = -1435633.560487
  nChanged 12
		SP:Iteration 63Q (7307.660000 sec): 3 clusters
  Score: Raw -1438728.014640 + Penalty 3092.743051 = -1435635.271589
  nChanged 15
		SP:Iteration 64Q (7307.940000 sec): 3 clusters
  Score: Raw -1438730.363955 + Penalty 3092.743051 = -1435637.620904
  nChanged 12
		SP:Iteration 65Q (7308.190000 sec): 3 clusters
  Score: Raw -1438732.322937 + Penalty 3092.743051 = -1435639.579886
  nChanged 15
		SP:Iteration 66Q (7308.430000 sec): 3 clusters
  Score: Raw -1438735.319653 + Penalty 3092.743051 = -1435642.576602
  nChanged 21
		SP:Iteration 67Q (7308.720000 sec): 3 clusters
  Score: Raw -1438739.358044 + Penalty 3092.743051 = -1435646.614994
  nChanged 23
		SP:Iteration 68Q (7308.960000 sec): 3 clusters
  Score: Raw -1438744.121418 + Penalty 3092.743051 = -1435651.378367
  nChanged 28
		SP:Iteration 69Q (7309.240000 sec): 3 clusters
  Score: Raw -1438749.435008 + Penalty 3092.743051 = -1435656.691957
  nChanged 26
		SP:Iteration 70Q (7309.490000 sec): 3 clusters
  Score: Raw -1438754.490963 + Penalty 3092.743051 = -1435661.747912
  nChanged 28
		SP:Iteration 71Q (7309.750000 sec): 3 clusters
  Score: Raw -1438760.051261 + Penalty 3092.743051 = -1435667.308211
  nChanged 21
		SP:Iteration 72Q (7310.010000 sec): 3 clusters
  Score: Raw -1438763.845166 + Penalty 3092.743051 = -1435671.102116
  nChanged 22
		SP:Iteration 73Q (7310.280000 sec): 3 clusters
  Score: Raw -1438769.425152 + Penalty 3092.743051 = -1435676.682101
  nChanged 31
		SP:Iteration 74Q (7310.560000 sec): 3 clusters
  Score: Raw -1438777.081753 + Penalty 3092.743051 = -1435684.338703
  nChanged 38
		SP:Iteration 75Q (7310.860000 sec): 3 clusters
  Score: Raw -1438788.713684 + Penalty 3092.743051 = -1435695.970634
  nChanged 48
		SP:Iteration 76Q (7311.100000 sec): 3 clusters
  Score: Raw -1438799.102007 + Penalty 3092.743051 = -1435706.358956
  nChanged 36
		SP:Iteration 77Q (7311.360000 sec): 3 clusters
  Score: Raw -1438807.477019 + Penalty 3092.743051 = -1435714.733968
  nChanged 37
		SP:Iteration 78Q (7311.560000 sec): 3 clusters
  Score: Raw -1438816.949193 + Penalty 3092.743051 = -1435724.206142
  nChanged 36
		SP:Iteration 79Q (7311.800000 sec): 3 clusters
  Score: Raw -1438825.223769 + Penalty 3092.743051 = -1435732.480718
  nChanged 33
		SP:Iteration 80F (7312.100000 sec): 3 clusters
  Score: Raw -1438832.086894 + Penalty 3092.743051 = -1435739.343843
  nChanged 32
		SP:Iteration 81Q (7312.300000 sec): 3 clusters
  Score: Raw -1438839.258302 + Penalty 3092.743051 = -1435746.515251
  nChanged 34
		SP:Iteration 82Q (7312.570000 sec): 3 clusters
  Score: Raw -1438848.245906 + Penalty 3092.743051 = -1435755.502855
  nChanged 35
		SP:Iteration 83Q (7312.800000 sec): 3 clusters
  Score: Raw -1438858.280894 + Penalty 3092.743051 = -1435765.537844
  nChanged 37
		SP:Iteration 84Q (7313.060000 sec): 3 clusters
  Score: Raw -1438866.959792 + Penalty 3092.743051 = -1435774.216741
  nChanged 35
		SP:Iteration 85Q (7313.300000 sec): 3 clusters
  Score: Raw -1438875.705356 + Penalty 3092.743051 = -1435782.962305
  nChanged 27
		SP:Iteration 86Q (7313.530000 sec): 3 clusters
  Score: Raw -1438885.667661 + Penalty 3092.743051 = -1435792.924610
  nChanged 35
		SP:Iteration 87Q (7313.790000 sec): 3 clusters
  Score: Raw -1438895.517373 + Penalty 3092.743051 = -1435802.774323
  nChanged 44
		SP:Iteration 88Q (7314.040000 sec): 3 clusters
  Score: Raw -1438908.569997 + Penalty 3092.743051 = -1435815.826946
  nChanged 47
		SP:Iteration 89Q (7314.290000 sec): 3 clusters
  Score: Raw -1438924.887716 + Penalty 3092.743051 = -1435832.144665
  nChanged 53
		SP:Iteration 90Q (7314.520000 sec): 3 clusters
  Score: Raw -1438942.663684 + Penalty 3092.743051 = -1435849.920633
  nChanged 53
		SP:Iteration 91Q (7314.770000 sec): 3 clusters
  Score: Raw -1438958.488112 + Penalty 3092.743051 = -1435865.745061
  nChanged 47
		SP:Iteration 92Q (7314.970000 sec): 3 clusters
  Score: Raw -1438973.413447 + Penalty 3092.743051 = -1435880.670396
  nChanged 40
		SP:Iteration 93Q (7315.170000 sec): 3 clusters
  Score: Raw -1438985.605728 + Penalty 3092.743051 = -1435892.862677
  nChanged 35
		SP:Iteration 94Q (7315.420000 sec): 3 clusters
  Score: Raw -1438997.497200 + Penalty 3092.743051 = -1435904.754149
  nChanged 39
		SP:Iteration 95Q (7315.680000 sec): 3 clusters
  Score: Raw -1439011.452071 + Penalty 3092.743051 = -1435918.709020
  nChanged 42
		SP:Iteration 96Q (7315.910000 sec): 3 clusters
  Score: Raw -1439030.893806 + Penalty 3092.743051 = -1435938.150755
  nChanged 34
		SP:Iteration 97Q (7316.210000 sec): 3 clusters
  Score: Raw -1439041.374600 + Penalty 3092.743051 = -1435948.631550
  nChanged 25
		SP:Iteration 98Q (7316.490000 sec): 3 clusters
  Score: Raw -1439049.577280 + Penalty 3092.743051 = -1435956.834230
  nChanged 21
		SP:Iteration 99Q (7316.710000 sec): 3 clusters
  Score: Raw -1439056.688393 + Penalty 3092.743051 = -1435963.945342
  nChanged 23
		SP:Iteration 100F (7316.920000 sec): 3 clusters
  Score: Raw -1439065.678984 + Penalty 3092.743051 = -1435972.935933
  nChanged 29
		SP:Iteration 101Q (7317.170000 sec): 3 clusters
  Score: Raw -1439076.859071 + Penalty 3092.743051 = -1435984.116020
  nChanged 30
		SP:Iteration 102Q (7317.390000 sec): 3 clusters
  Score: Raw -1439088.373097 + Penalty 3092.743051 = -1435995.630047
  nChanged 25
		SP:Iteration 103Q (7317.650000 sec): 3 clusters
  Score: Raw -1439097.140524 + Penalty 3092.743051 = -1436004.397473
  nChanged 25
		SP:Iteration 104Q (7317.890000 sec): 3 clusters
  Score: Raw -1439106.373949 + Penalty 3092.743051 = -1436013.630899
  nChanged 29
		SP:Iteration 105Q (7318.130000 sec): 3 clusters
  Score: Raw -1439118.872253 + Penalty 3092.743051 = -1436026.129202
  nChanged 32
		SP:Iteration 106Q (7318.410000 sec): 3 clusters
  Score: Raw -1439132.112940 + Penalty 3092.743051 = -1436039.369889
  nChanged 26
		SP:Iteration 107Q (7318.670000 sec): 3 clusters
  Score: Raw -1439140.698071 + Penalty 3092.743051 = -1436047.955020
  nChanged 20
		SP:Iteration 108Q (7318.850000 sec): 3 clusters
  Score: Raw -1439147.910710 + Penalty 3092.743051 = -1436055.167660
  nChanged 21
		SP:Iteration 109Q (7319.120000 sec): 3 clusters
  Score: Raw -1439158.008174 + Penalty 3092.743051 = -1436065.265123
  nChanged 26
		SP:Iteration 110Q (7319.300000 sec): 3 clusters
  Score: Raw -1439173.608625 + Penalty 3092.743051 = -1436080.865575
  nChanged 29
		SP:Iteration 111Q (7319.540000 sec): 3 clusters
  Score: Raw -1439194.991582 + Penalty 3092.743051 = -1436102.248531
  nChanged 30
		SP:Iteration 112Q (7319.760000 sec): 3 clusters
  Score: Raw -1439210.557568 + Penalty 3092.743051 = -1436117.814517
  nChanged 26
		SP:Iteration 113Q (7320.000000 sec): 3 clusters
  Score: Raw -1439222.608478 + Penalty 3092.743051 = -1436129.865428
  nChanged 29
		SP:Iteration 114Q (7320.230000 sec): 3 clusters
  Score: Raw -1439236.736805 + Penalty 3092.743051 = -1436143.993755
  nChanged 22
		SP:Iteration 115Q (7320.470000 sec): 3 clusters
  Score: Raw -1439249.630259 + Penalty 3092.743051 = -1436156.887209
  nChanged 29
		SP:Iteration 116Q (7320.690000 sec): 3 clusters
  Score: Raw -1439264.594876 + Penalty 3092.743051 = -1436171.851825
  nChanged 21
		SP:Iteration 117Q (7320.950000 sec): 3 clusters
  Score: Raw -1439274.905044 + Penalty 3092.743051 = -1436182.161994
  nChanged 21
		SP:Iteration 118Q (7321.190000 sec): 3 clusters
  Score: Raw -1439284.897224 + Penalty 3092.743051 = -1436192.154173
  nChanged 14
		SP:Iteration 119Q (7321.410000 sec): 3 clusters
  Score: Raw -1439292.030709 + Penalty 3092.743051 = -1436199.287658
  nChanged 11
		SP:Iteration 120F (7321.690000 sec): 3 clusters
  Score: Raw -1439297.292223 + Penalty 3092.743051 = -1436204.549172
  nChanged 5
		SP:Iteration 121Q (7321.920000 sec): 3 clusters
  Score: Raw -1439299.088673 + Penalty 3092.743051 = -1436206.345623
  nChanged 2
		SP:Iteration 122Q (7322.170000 sec): 3 clusters
  Score: Raw -1439299.569509 + Penalty 3092.743051 = -1436206.826459
  nChanged 2
		SP:Iteration 123Q (7322.370000 sec): 3 clusters
  Score: Raw -1439300.782084 + Penalty 3092.743051 = -1436208.039033
  nChanged 6
		SP:Iteration 124Q (7322.650000 sec): 3 clusters
  Score: Raw -1439303.057310 + Penalty 3092.743051 = -1436210.314259
  nChanged 3
		SP:Iteration 125Q (7322.870000 sec): 3 clusters
  Score: Raw -1439303.977626 + Penalty 3092.743051 = -1436211.234575
  nChanged 3
		SP:Iteration 126Q (7323.140000 sec): 3 clusters
  Score: Raw -1439305.067082 + Penalty 3092.743051 = -1436212.324031
  nChanged 6
		SP:Iteration 127Q (7323.350000 sec): 3 clusters
  Score: Raw -1439307.690636 + Penalty 3092.743051 = -1436214.947585
  nChanged 9
		SP:Iteration 128Q (7323.590000 sec): 3 clusters
  Score: Raw -1439311.927663 + Penalty 3092.743051 = -1436219.184612
  nChanged 4
		SP:Iteration 129Q (7323.850000 sec): 3 clusters
  Score: Raw -1439313.185744 + Penalty 3092.743051 = -1436220.442694
  nChanged 1
		SP:Iteration 130Q (7324.100000 sec): 3 clusters
  Score: Raw -1439313.410372 + Penalty 3092.743051 = -1436220.667322
  nChanged 0
		SP:Iteration 131F (7324.340000 sec): 3 clusters
  Score: Raw -1439313.410372 + Penalty 3092.743051 = -1436220.667322
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (109730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7324.990000 sec): 2 clusters
  Score: Raw -11732798.693334 + Penalty 1885.938938 = -11730912.754395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7325.660000 sec): 3 clusters
  Score: Raw -11661305.609487 + Penalty 3771.877877 = -11657533.731611
  nChanged 52554
		SP:Iteration 1F (7326.350000 sec): 3 clusters
  Score: Raw -11692137.810115 + Penalty 3771.877877 = -11688365.932238
  nChanged 4088
		SP:Iteration 2Q (7327.080000 sec): 3 clusters
  Score: Raw -11693603.887792 + Penalty 3771.877877 = -11689832.009916
  nChanged 4929
		SP:Iteration 3Q (7327.850000 sec): 3 clusters
  Score: Raw -11696007.436337 + Penalty 3771.877877 = -11692235.558461
  nChanged 6180
		SP:Iteration 4F (7328.590000 sec): 3 clusters
  Score: Raw -11699945.757417 + Penalty 3771.877877 = -11696173.879540
  nChanged 7546
		SP:Iteration 5F (7329.270000 sec): 3 clusters
  Score: Raw -11705856.640639 + Penalty 3771.877877 = -11702084.762763
  nChanged 8468
		SP:Iteration 6F (7329.970000 sec): 3 clusters
  Score: Raw -11713408.500648 + Penalty 3771.877877 = -11709636.622771
  nChanged 7790
		SP:Iteration 7F (7330.800000 sec): 3 clusters
  Score: Raw -11720592.570194 + Penalty 3771.877877 = -11716820.692318
  nChanged 5927
		SP:Iteration 8F (7331.530000 sec): 3 clusters
  Score: Raw -11726186.039493 + Penalty 3771.877877 = -11722414.161616
  nChanged 3801
		SP:Iteration 9Q (7332.290000 sec): 3 clusters
  Score: Raw -11729610.836974 + Penalty 3771.877877 = -11725838.959097
  nChanged 2065
		SP:Iteration 10Q (7333.050000 sec): 3 clusters
  Score: Raw -11731291.796374 + Penalty 3771.877877 = -11727519.918497
  nChanged 1151
		SP:Iteration 11Q (7333.740000 sec): 3 clusters
  Score: Raw -11732177.815163 + Penalty 3771.877877 = -11728405.937286
  nChanged 667
		SP:Iteration 12Q (7334.440000 sec): 3 clusters
  Score: Raw -11732666.392174 + Penalty 3771.877877 = -11728894.514297
  nChanged 420
		SP:Iteration 13Q (7335.100000 sec): 3 clusters
  Score: Raw -11732955.374227 + Penalty 3771.877877 = -11729183.496350
  nChanged 292
		SP:Iteration 14Q (7335.700000 sec): 3 clusters
  Score: Raw -11733114.983413 + Penalty 3771.877877 = -11729343.105537
  nChanged 201
		SP:Iteration 15Q (7336.350000 sec): 3 clusters
  Score: Raw -11733220.671720 + Penalty 3771.877877 = -11729448.793843
  nChanged 185
		SP:Iteration 16Q (7337.020000 sec): 3 clusters
  Score: Raw -11733313.725177 + Penalty 3771.877877 = -11729541.847301
  nChanged 154
		SP:Iteration 17Q (7337.680000 sec): 3 clusters
  Score: Raw -11733388.524324 + Penalty 3771.877877 = -11729616.646447
  nChanged 131
		SP:Iteration 18Q (7338.290000 sec): 3 clusters
  Score: Raw -11733448.212226 + Penalty 3771.877877 = -11729676.334350
  nChanged 138
		SP:Iteration 19Q (7338.980000 sec): 3 clusters
  Score: Raw -11733501.353564 + Penalty 3771.877877 = -11729729.475687
  nChanged 121
		SP:Iteration 20F (7339.600000 sec): 3 clusters
  Score: Raw -11733543.410245 + Penalty 3771.877877 = -11729771.532368
  nChanged 99
		SP:Iteration 21Q (7340.180000 sec): 3 clusters
  Score: Raw -11733575.208847 + Penalty 3771.877877 = -11729803.330970
  nChanged 87
		SP:Iteration 22Q (7340.750000 sec): 3 clusters
  Score: Raw -11733602.011536 + Penalty 3771.877877 = -11729830.133659
  nChanged 96
		SP:Iteration 23Q (7341.330000 sec): 3 clusters
  Score: Raw -11733635.381904 + Penalty 3771.877877 = -11729863.504027
  nChanged 96
		SP:Iteration 24Q (7341.950000 sec): 3 clusters
  Score: Raw -11733664.058505 + Penalty 3771.877877 = -11729892.180628
  nChanged 77
		SP:Iteration 25Q (7342.540000 sec): 3 clusters
  Score: Raw -11733685.040875 + Penalty 3771.877877 = -11729913.162998
  nChanged 71
		SP:Iteration 26Q (7343.150000 sec): 3 clusters
  Score: Raw -11733706.480640 + Penalty 3771.877877 = -11729934.602764
  nChanged 87
		SP:Iteration 27Q (7343.730000 sec): 3 clusters
  Score: Raw -11733734.418689 + Penalty 3771.877877 = -11729962.540812
  nChanged 97
		SP:Iteration 28Q (7344.270000 sec): 3 clusters
  Score: Raw -11733759.880634 + Penalty 3771.877877 = -11729988.002757
  nChanged 84
		SP:Iteration 29Q (7344.870000 sec): 3 clusters
  Score: Raw -11733782.376386 + Penalty 3771.877877 = -11730010.498509
  nChanged 71
		SP:Iteration 30Q (7345.510000 sec): 3 clusters
  Score: Raw -11733798.344192 + Penalty 3771.877877 = -11730026.466315
  nChanged 66
		SP:Iteration 31Q (7346.110000 sec): 3 clusters
  Score: Raw -11733814.357954 + Penalty 3771.877877 = -11730042.480077
  nChanged 77
		SP:Iteration 32Q (7346.740000 sec): 3 clusters
  Score: Raw -11733829.075573 + Penalty 3771.877877 = -11730057.197697
  nChanged 51
		SP:Iteration 33Q (7347.320000 sec): 3 clusters
  Score: Raw -11733839.871664 + Penalty 3771.877877 = -11730067.993787
  nChanged 49
		SP:Iteration 34Q (7347.920000 sec): 3 clusters
  Score: Raw -11733849.196441 + Penalty 3771.877877 = -11730077.318565
  nChanged 52
		SP:Iteration 35Q (7348.530000 sec): 3 clusters
  Score: Raw -11733860.299815 + Penalty 3771.877877 = -11730088.421938
  nChanged 52
		SP:Iteration 36Q (7349.100000 sec): 3 clusters
  Score: Raw -11733870.870250 + Penalty 3771.877877 = -11730098.992373
  nChanged 50
		SP:Iteration 37Q (7349.730000 sec): 3 clusters
  Score: Raw -11733879.826913 + Penalty 3771.877877 = -11730107.949036
  nChanged 44
		SP:Iteration 38Q (7350.320000 sec): 3 clusters
  Score: Raw -11733888.770972 + Penalty 3771.877877 = -11730116.893095
  nChanged 38
		SP:Iteration 39Q (7350.930000 sec): 3 clusters
  Score: Raw -11733896.483494 + Penalty 3771.877877 = -11730124.605617
  nChanged 50
		SP:Iteration 40F (7351.630000 sec): 3 clusters
  Score: Raw -11733909.232714 + Penalty 3771.877877 = -11730137.354837
  nChanged 63
		SP:Iteration 41Q (7352.320000 sec): 3 clusters
  Score: Raw -11733922.285448 + Penalty 3771.877877 = -11730150.407571
  nChanged 64
		SP:Iteration 42Q (7352.900000 sec): 3 clusters
  Score: Raw -11733934.938237 + Penalty 3771.877877 = -11730163.060361
  nChanged 57
		SP:Iteration 43Q (7353.480000 sec): 3 clusters
  Score: Raw -11733945.653509 + Penalty 3771.877877 = -11730173.775633
  nChanged 48
		SP:Iteration 44Q (7354.040000 sec): 3 clusters
  Score: Raw -11733953.773529 + Penalty 3771.877877 = -11730181.895652
  nChanged 45
		SP:Iteration 45Q (7354.640000 sec): 3 clusters
  Score: Raw -11733962.317461 + Penalty 3771.877877 = -11730190.439585
  nChanged 47
		SP:Iteration 46Q (7355.180000 sec): 3 clusters
  Score: Raw -11733970.545199 + Penalty 3771.877877 = -11730198.667323
  nChanged 51
		SP:Iteration 47Q (7355.710000 sec): 3 clusters
  Score: Raw -11733979.665705 + Penalty 3771.877877 = -11730207.787829
  nChanged 54
		SP:Iteration 48Q (7356.320000 sec): 3 clusters
  Score: Raw -11733989.135699 + Penalty 3771.877877 = -11730217.257823
  nChanged 51
		SP:Iteration 49Q (7356.950000 sec): 3 clusters
  Score: Raw -11733997.389745 + Penalty 3771.877877 = -11730225.511868
  nChanged 49
		SP:Iteration 50Q (7357.560000 sec): 3 clusters
  Score: Raw -11734004.034003 + Penalty 3771.877877 = -11730232.156127
  nChanged 53
		SP:Iteration 51Q (7358.190000 sec): 3 clusters
  Score: Raw -11734012.225073 + Penalty 3771.877877 = -11730240.347196
  nChanged 49
		SP:Iteration 52Q (7358.850000 sec): 3 clusters
  Score: Raw -11734021.238492 + Penalty 3771.877877 = -11730249.360616
  nChanged 57
		SP:Iteration 53Q (7359.480000 sec): 3 clusters
  Score: Raw -11734030.928946 + Penalty 3771.877877 = -11730259.051069
  nChanged 61
		SP:Iteration 54Q (7360.100000 sec): 3 clusters
  Score: Raw -11734040.761935 + Penalty 3771.877877 = -11730268.884058
  nChanged 57
		SP:Iteration 55Q (7360.730000 sec): 3 clusters
  Score: Raw -11734048.710586 + Penalty 3771.877877 = -11730276.832709
  nChanged 43
		SP:Iteration 56Q (7361.300000 sec): 3 clusters
  Score: Raw -11734054.378769 + Penalty 3771.877877 = -11730282.500892
  nChanged 37
		SP:Iteration 57Q (7361.950000 sec): 3 clusters
  Score: Raw -11734059.857416 + Penalty 3771.877877 = -11730287.979539
  nChanged 41
		SP:Iteration 58Q (7362.660000 sec): 3 clusters
  Score: Raw -11734065.578645 + Penalty 3771.877877 = -11730293.700768
  nChanged 40
		SP:Iteration 59Q (7363.150000 sec): 3 clusters
  Score: Raw -11734070.714640 + Penalty 3771.877877 = -11730298.836764
  nChanged 41
		SP:Iteration 60F (7363.890000 sec): 3 clusters
  Score: Raw -11734075.835565 + Penalty 3771.877877 = -11730303.957689
  nChanged 40
		SP:Iteration 61Q (7364.520000 sec): 3 clusters
  Score: Raw -11734081.750394 + Penalty 3771.877877 = -11730309.872518
  nChanged 35
		SP:Iteration 62Q (7365.170000 sec): 3 clusters
  Score: Raw -11734086.704123 + Penalty 3771.877877 = -11730314.826247
  nChanged 34
		SP:Iteration 63Q (7365.800000 sec): 3 clusters
  Score: Raw -11734090.787454 + Penalty 3771.877877 = -11730318.909577
  nChanged 26
		SP:Iteration 64Q (7366.480000 sec): 3 clusters
  Score: Raw -11734093.870240 + Penalty 3771.877877 = -11730321.992364
  nChanged 24
		SP:Iteration 65Q (7367.100000 sec): 3 clusters
  Score: Raw -11734097.170823 + Penalty 3771.877877 = -11730325.292947
  nChanged 28
		SP:Iteration 66Q (7367.760000 sec): 3 clusters
  Score: Raw -11734100.997423 + Penalty 3771.877877 = -11730329.119546
  nChanged 38
		SP:Iteration 67Q (7368.320000 sec): 3 clusters
  Score: Raw -11734105.716677 + Penalty 3771.877877 = -11730333.838800
  nChanged 36
		SP:Iteration 68Q (7368.870000 sec): 3 clusters
  Score: Raw -11734110.429837 + Penalty 3771.877877 = -11730338.551960
  nChanged 38
		SP:Iteration 69Q (7369.530000 sec): 3 clusters
  Score: Raw -11734115.665240 + Penalty 3771.877877 = -11730343.787364
  nChanged 48
		SP:Iteration 70Q (7370.180000 sec): 3 clusters
  Score: Raw -11734121.013950 + Penalty 3771.877877 = -11730349.136073
  nChanged 41
		SP:Iteration 71Q (7370.710000 sec): 3 clusters
  Score: Raw -11734125.987884 + Penalty 3771.877877 = -11730354.110008
  nChanged 34
		SP:Iteration 72Q (7371.260000 sec): 3 clusters
  Score: Raw -11734130.491431 + Penalty 3771.877877 = -11730358.613554
  nChanged 41
		SP:Iteration 73Q (7371.940000 sec): 3 clusters
  Score: Raw -11734137.533986 + Penalty 3771.877877 = -11730365.656109
  nChanged 47
		SP:Iteration 74Q (7372.510000 sec): 3 clusters
  Score: Raw -11734145.030572 + Penalty 3771.877877 = -11730373.152695
  nChanged 45
		SP:Iteration 75Q (7373.200000 sec): 3 clusters
  Score: Raw -11734152.129526 + Penalty 3771.877877 = -11730380.251649
  nChanged 61
		SP:Iteration 76Q (7373.840000 sec): 3 clusters
  Score: Raw -11734161.211563 + Penalty 3771.877877 = -11730389.333686
  nChanged 68
		SP:Iteration 77Q (7374.450000 sec): 3 clusters
  Score: Raw -11734169.215915 + Penalty 3771.877877 = -11730397.338038
  nChanged 45
		SP:Iteration 78Q (7375.130000 sec): 3 clusters
  Score: Raw -11734173.596548 + Penalty 3771.877877 = -11730401.718672
  nChanged 38
		SP:Iteration 79Q (7375.770000 sec): 3 clusters
  Score: Raw -11734177.495073 + Penalty 3771.877877 = -11730405.617196
  nChanged 36
		SP:Iteration 80F (7376.540000 sec): 3 clusters
  Score: Raw -11734181.590100 + Penalty 3771.877877 = -11730409.712223
  nChanged 45
		SP:Iteration 81Q (7377.180000 sec): 3 clusters
  Score: Raw -11734188.214260 + Penalty 3771.877877 = -11730416.336383
  nChanged 48
		SP:Iteration 82Q (7377.890000 sec): 3 clusters
  Score: Raw -11734194.240195 + Penalty 3771.877877 = -11730422.362319
  nChanged 54
		SP:Iteration 83Q (7378.430000 sec): 3 clusters
  Score: Raw -11734200.635609 + Penalty 3771.877877 = -11730428.757732
  nChanged 54
		SP:Iteration 84Q (7379.000000 sec): 3 clusters
  Score: Raw -11734206.774797 + Penalty 3771.877877 = -11730434.896920
  nChanged 49
		SP:Iteration 85Q (7379.710000 sec): 3 clusters
  Score: Raw -11734212.542107 + Penalty 3771.877877 = -11730440.664230
  nChanged 48
		SP:Iteration 86Q (7380.380000 sec): 3 clusters
  Score: Raw -11734218.241684 + Penalty 3771.877877 = -11730446.363807
  nChanged 46
		SP:Iteration 87Q (7381.050000 sec): 3 clusters
  Score: Raw -11734223.347781 + Penalty 3771.877877 = -11730451.469905
  nChanged 42
		SP:Iteration 88Q (7381.680000 sec): 3 clusters
  Score: Raw -11734227.818832 + Penalty 3771.877877 = -11730455.940956
  nChanged 41
		SP:Iteration 89Q (7382.270000 sec): 3 clusters
  Score: Raw -11734232.263207 + Penalty 3771.877877 = -11730460.385331
  nChanged 34
		SP:Iteration 90Q (7382.870000 sec): 3 clusters
  Score: Raw -11734235.798399 + Penalty 3771.877877 = -11730463.920523
  nChanged 42
		SP:Iteration 91Q (7383.400000 sec): 3 clusters
  Score: Raw -11734240.747946 + Penalty 3771.877877 = -11730468.870070
  nChanged 49
		SP:Iteration 92Q (7384.020000 sec): 3 clusters
  Score: Raw -11734245.923629 + Penalty 3771.877877 = -11730474.045752
  nChanged 38
		SP:Iteration 93Q (7384.590000 sec): 3 clusters
  Score: Raw -11734250.030118 + Penalty 3771.877877 = -11730478.152242
  nChanged 38
		SP:Iteration 94Q (7385.220000 sec): 3 clusters
  Score: Raw -11734253.822646 + Penalty 3771.877877 = -11730481.944769
  nChanged 42
		SP:Iteration 95Q (7385.830000 sec): 3 clusters
  Score: Raw -11734257.606668 + Penalty 3771.877877 = -11730485.728792
  nChanged 23
		SP:Iteration 96Q (7386.460000 sec): 3 clusters
  Score: Raw -11734259.540285 + Penalty 3771.877877 = -11730487.662408
  nChanged 27
		SP:Iteration 97Q (7387.110000 sec): 3 clusters
  Score: Raw -11734261.580480 + Penalty 3771.877877 = -11730489.702603
  nChanged 19
		SP:Iteration 98Q (7387.740000 sec): 3 clusters
  Score: Raw -11734263.300886 + Penalty 3771.877877 = -11730491.423009
  nChanged 21
		SP:Iteration 99Q (7388.350000 sec): 3 clusters
  Score: Raw -11734265.183542 + Penalty 3771.877877 = -11730493.305666
  nChanged 24
		SP:Iteration 100F (7388.980000 sec): 3 clusters
  Score: Raw -11734266.590029 + Penalty 3771.877877 = -11730494.712152
  nChanged 14
		SP:Iteration 101Q (7389.580000 sec): 3 clusters
  Score: Raw -11734267.637998 + Penalty 3771.877877 = -11730495.760121
  nChanged 9
		SP:Iteration 102Q (7390.200000 sec): 3 clusters
  Score: Raw -11734268.288179 + Penalty 3771.877877 = -11730496.410303
  nChanged 11
		SP:Iteration 103Q (7390.830000 sec): 3 clusters
  Score: Raw -11734269.017394 + Penalty 3771.877877 = -11730497.139518
  nChanged 6
		SP:Iteration 104Q (7391.450000 sec): 3 clusters
  Score: Raw -11734269.469112 + Penalty 3771.877877 = -11730497.591235
  nChanged 6
		SP:Iteration 105Q (7392.080000 sec): 3 clusters
  Score: Raw -11734269.847584 + Penalty 3771.877877 = -11730497.969707
  nChanged 5
		SP:Iteration 106Q (7392.720000 sec): 3 clusters
  Score: Raw -11734270.055642 + Penalty 3771.877877 = -11730498.177766
  nChanged 2
		SP:Iteration 107Q (7393.390000 sec): 3 clusters
  Score: Raw -11734270.166760 + Penalty 3771.877877 = -11730498.288883
  nChanged 1
		SP:Iteration 108Q (7394.030000 sec): 3 clusters
  Score: Raw -11734270.247268 + Penalty 3771.877877 = -11730498.369391
  nChanged 3
		SP:Iteration 109Q (7394.620000 sec): 3 clusters
  Score: Raw -11734270.466643 + Penalty 3771.877877 = -11730498.588767
  nChanged 5
		SP:Iteration 110Q (7395.250000 sec): 3 clusters
  Score: Raw -11734270.762534 + Penalty 3771.877877 = -11730498.884657
  nChanged 3
		SP:Iteration 111Q (7395.850000 sec): 3 clusters
  Score: Raw -11734270.946512 + Penalty 3771.877877 = -11730499.068635
  nChanged 4
		SP:Iteration 112Q (7396.470000 sec): 3 clusters
  Score: Raw -11734271.157117 + Penalty 3771.877877 = -11730499.279240
  nChanged 1
		SP:Iteration 113Q (7397.140000 sec): 3 clusters
  Score: Raw -11734271.232272 + Penalty 3771.877877 = -11730499.354396
  nChanged 3
		SP:Iteration 114Q (7397.740000 sec): 3 clusters
  Score: Raw -11734271.406310 + Penalty 3771.877877 = -11730499.528433
  nChanged 3
		SP:Iteration 115Q (7398.440000 sec): 3 clusters
  Score: Raw -11734271.553237 + Penalty 3771.877877 = -11730499.675361
  nChanged 2
		SP:Iteration 116Q (7399.100000 sec): 3 clusters
  Score: Raw -11734271.675729 + Penalty 3771.877877 = -11730499.797852
  nChanged 4
		SP:Iteration 117Q (7399.730000 sec): 3 clusters
  Score: Raw -11734271.894484 + Penalty 3771.877877 = -11730500.016608
  nChanged 1
		SP:Iteration 118Q (7400.240000 sec): 3 clusters
  Score: Raw -11734271.992065 + Penalty 3771.877877 = -11730500.114188
  nChanged 1
		SP:Iteration 119Q (7400.760000 sec): 3 clusters
  Score: Raw -11734272.054092 + Penalty 3771.877877 = -11730500.176216
  nChanged 1
		SP:Iteration 120F (7401.390000 sec): 3 clusters
  Score: Raw -11734272.128560 + Penalty 3771.877877 = -11730500.250683
  nChanged 1
		SP:Iteration 121Q (7401.950000 sec): 3 clusters
  Score: Raw -11734272.206925 + Penalty 3771.877877 = -11730500.329049
  nChanged 2
		SP:Iteration 122Q (7402.550000 sec): 3 clusters
  Score: Raw -11734272.287758 + Penalty 3771.877877 = -11730500.409882
  nChanged 4
		SP:Iteration 123Q (7403.180000 sec): 3 clusters
  Score: Raw -11734272.499139 + Penalty 3771.877877 = -11730500.621263
  nChanged 3
		SP:Iteration 124Q (7403.800000 sec): 3 clusters
  Score: Raw -11734272.625151 + Penalty 3771.877877 = -11730500.747274
  nChanged 2
		SP:Iteration 125Q (7404.460000 sec): 3 clusters
  Score: Raw -11734272.749652 + Penalty 3771.877877 = -11730500.871775
  nChanged 3
		SP:Iteration 126Q (7405.070000 sec): 3 clusters
  Score: Raw -11734272.933803 + Penalty 3771.877877 = -11730501.055927
  nChanged 1
		SP:Iteration 127Q (7405.790000 sec): 3 clusters
  Score: Raw -11734272.984037 + Penalty 3771.877877 = -11730501.106160
  nChanged 0
		SP:Iteration 128F (7406.480000 sec): 3 clusters
  Score: Raw -11734272.984037 + Penalty 3771.877877 = -11730501.106160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (12697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7406.670000 sec): 2 clusters
  Score: Raw -1302326.190281 + Penalty 1535.482166 = -1300790.708115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7406.970000 sec): 3 clusters
  Score: Raw -1294999.523759 + Penalty 3070.964333 = -1291928.559426
  nChanged 5568
		SP:Iteration 1F (7407.190000 sec): 3 clusters
  Score: Raw -1297958.541614 + Penalty 3070.964333 = -1294887.577281
  nChanged 864
		SP:Iteration 2F (7407.470000 sec): 3 clusters
  Score: Raw -1298465.027146 + Penalty 3070.964333 = -1295394.062813
  nChanged 881
		SP:Iteration 3F (7407.700000 sec): 3 clusters
  Score: Raw -1299109.111678 + Penalty 3070.964333 = -1296038.147345
  nChanged 976
		SP:Iteration 4F (7407.960000 sec): 3 clusters
  Score: Raw -1299842.119078 + Penalty 3070.964333 = -1296771.154745
  nChanged 920
		SP:Iteration 5F (7408.220000 sec): 3 clusters
  Score: Raw -1300448.842442 + Penalty 3070.964333 = -1297377.878109
  nChanged 797
		SP:Iteration 6F (7408.480000 sec): 3 clusters
  Score: Raw -1300927.153160 + Penalty 3070.964333 = -1297856.188827
  nChanged 629
		SP:Iteration 7Q (7408.720000 sec): 3 clusters
  Score: Raw -1301275.802656 + Penalty 3070.964333 = -1298204.838324
  nChanged 527
		SP:Iteration 8Q (7409.030000 sec): 3 clusters
  Score: Raw -1301528.736397 + Penalty 3070.964333 = -1298457.772064
  nChanged 389
		SP:Iteration 9Q (7409.270000 sec): 3 clusters
  Score: Raw -1301676.660879 + Penalty 3070.964333 = -1298605.696546
  nChanged 280
		SP:Iteration 10Q (7409.580000 sec): 3 clusters
  Score: Raw -1301764.879616 + Penalty 3070.964333 = -1298693.915283
  nChanged 217
		SP:Iteration 11Q (7409.820000 sec): 3 clusters
  Score: Raw -1301823.859249 + Penalty 3070.964333 = -1298752.894917
  nChanged 168
		SP:Iteration 12Q (7410.090000 sec): 3 clusters
  Score: Raw -1301862.223108 + Penalty 3070.964333 = -1298791.258775
  nChanged 121
		SP:Iteration 13Q (7410.350000 sec): 3 clusters
  Score: Raw -1301891.538072 + Penalty 3070.964333 = -1298820.573739
  nChanged 105
		SP:Iteration 14Q (7410.620000 sec): 3 clusters
  Score: Raw -1301912.014676 + Penalty 3070.964333 = -1298841.050344
  nChanged 87
		SP:Iteration 15Q (7410.860000 sec): 3 clusters
  Score: Raw -1301928.111793 + Penalty 3070.964333 = -1298857.147460
  nChanged 67
		SP:Iteration 16Q (7411.100000 sec): 3 clusters
  Score: Raw -1301938.435348 + Penalty 3070.964333 = -1298867.471016
  nChanged 58
		SP:Iteration 17Q (7411.330000 sec): 3 clusters
  Score: Raw -1301947.170408 + Penalty 3070.964333 = -1298876.206076
  nChanged 46
		SP:Iteration 18Q (7411.570000 sec): 3 clusters
  Score: Raw -1301954.157837 + Penalty 3070.964333 = -1298883.193504
  nChanged 45
		SP:Iteration 19Q (7411.790000 sec): 3 clusters
  Score: Raw -1301960.003533 + Penalty 3070.964333 = -1298889.039200
  nChanged 39
		SP:Iteration 20F (7412.000000 sec): 3 clusters
  Score: Raw -1301964.865300 + Penalty 3070.964333 = -1298893.900968
  nChanged 33
		SP:Iteration 21Q (7412.290000 sec): 3 clusters
  Score: Raw -1301969.352630 + Penalty 3070.964333 = -1298898.388297
  nChanged 32
		SP:Iteration 22Q (7412.530000 sec): 3 clusters
  Score: Raw -1301973.948896 + Penalty 3070.964333 = -1298902.984563
  nChanged 37
		SP:Iteration 23Q (7412.730000 sec): 3 clusters
  Score: Raw -1301979.079139 + Penalty 3070.964333 = -1298908.114806
  nChanged 35
		SP:Iteration 24Q (7413.000000 sec): 3 clusters
  Score: Raw -1301984.021611 + Penalty 3070.964333 = -1298913.057279
  nChanged 27
		SP:Iteration 25Q (7413.230000 sec): 3 clusters
  Score: Raw -1301987.693915 + Penalty 3070.964333 = -1298916.729582
  nChanged 23
		SP:Iteration 26Q (7413.550000 sec): 3 clusters
  Score: Raw -1301989.762520 + Penalty 3070.964333 = -1298918.798188
  nChanged 16
		SP:Iteration 27Q (7413.730000 sec): 3 clusters
  Score: Raw -1301990.881266 + Penalty 3070.964333 = -1298919.916933
  nChanged 16
		SP:Iteration 28Q (7414.030000 sec): 3 clusters
  Score: Raw -1301993.114402 + Penalty 3070.964333 = -1298922.150069
  nChanged 24
		SP:Iteration 29Q (7414.240000 sec): 3 clusters
  Score: Raw -1301995.775439 + Penalty 3070.964333 = -1298924.811106
  nChanged 22
		SP:Iteration 30Q (7414.490000 sec): 3 clusters
  Score: Raw -1301997.373427 + Penalty 3070.964333 = -1298926.409095
  nChanged 10
		SP:Iteration 31Q (7414.710000 sec): 3 clusters
  Score: Raw -1301997.938125 + Penalty 3070.964333 = -1298926.973793
  nChanged 3
		SP:Iteration 32Q (7414.960000 sec): 3 clusters
  Score: Raw -1301998.108871 + Penalty 3070.964333 = -1298927.144538
  nChanged 7
		SP:Iteration 33Q (7415.240000 sec): 3 clusters
  Score: Raw -1301998.656798 + Penalty 3070.964333 = -1298927.692465
  nChanged 9
		SP:Iteration 34Q (7415.520000 sec): 3 clusters
  Score: Raw -1301999.484928 + Penalty 3070.964333 = -1298928.520595
  nChanged 7
		SP:Iteration 35Q (7415.770000 sec): 3 clusters
  Score: Raw -1301999.782662 + Penalty 3070.964333 = -1298928.818329
  nChanged 6
		SP:Iteration 36Q (7416.030000 sec): 3 clusters
  Score: Raw -1302000.062679 + Penalty 3070.964333 = -1298929.098346
  nChanged 7
		SP:Iteration 37Q (7416.230000 sec): 3 clusters
  Score: Raw -1302000.480568 + Penalty 3070.964333 = -1298929.516235
  nChanged 3
		SP:Iteration 38Q (7416.510000 sec): 3 clusters
  Score: Raw -1302000.698834 + Penalty 3070.964333 = -1298929.734501
  nChanged 3
		SP:Iteration 39Q (7416.790000 sec): 3 clusters
  Score: Raw -1302000.914263 + Penalty 3070.964333 = -1298929.949930
  nChanged 3
		SP:Iteration 40F (7417.020000 sec): 3 clusters
  Score: Raw -1302001.088585 + Penalty 3070.964333 = -1298930.124252
  nChanged 4
		SP:Iteration 41Q (7417.270000 sec): 3 clusters
  Score: Raw -1302001.299896 + Penalty 3070.964333 = -1298930.335563
  nChanged 1
		SP:Iteration 42Q (7417.570000 sec): 3 clusters
  Score: Raw -1302001.345149 + Penalty 3070.964333 = -1298930.380816
  nChanged 0
		SP:Iteration 43F (7417.850000 sec): 3 clusters
  Score: Raw -1302001.345149 + Penalty 3070.964333 = -1298930.380816
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7418.230000 sec): 2 clusters
  Score: Raw -7482163.483368 + Penalty 1818.184605 = -7480345.298762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7418.790000 sec): 3 clusters
  Score: Raw -7435383.089256 + Penalty 3636.369210 = -7431746.720045
  nChanged 34431
		SP:Iteration 1F (7419.360000 sec): 3 clusters
  Score: Raw -7455508.049548 + Penalty 3636.369210 = -7451871.680337
  nChanged 2659
		SP:Iteration 2Q (7419.870000 sec): 3 clusters
  Score: Raw -7456380.516770 + Penalty 3636.369210 = -7452744.147560
  nChanged 2874
		SP:Iteration 3Q (7420.420000 sec): 3 clusters
  Score: Raw -7457396.170334 + Penalty 3636.369210 = -7453759.801124
  nChanged 3056
		SP:Iteration 4Q (7420.920000 sec): 3 clusters
  Score: Raw -7458491.211971 + Penalty 3636.369210 = -7454854.842760
  nChanged 3091
		SP:Iteration 5Q (7421.480000 sec): 3 clusters
  Score: Raw -7459751.374794 + Penalty 3636.369210 = -7456115.005583
  nChanged 3345
		SP:Iteration 6Q (7422.130000 sec): 3 clusters
  Score: Raw -7461319.944125 + Penalty 3636.369210 = -7457683.574915
  nChanged 3682
		SP:Iteration 7F (7422.640000 sec): 3 clusters
  Score: Raw -7463386.237232 + Penalty 3636.369210 = -7459749.868021
  nChanged 3894
		SP:Iteration 8F (7423.110000 sec): 3 clusters
  Score: Raw -7466164.729499 + Penalty 3636.369210 = -7462528.360289
  nChanged 3963
		SP:Iteration 9F (7423.580000 sec): 3 clusters
  Score: Raw -7469497.285637 + Penalty 3636.369210 = -7465860.916427
  nChanged 3684
		SP:Iteration 10F (7424.070000 sec): 3 clusters
  Score: Raw -7472578.281307 + Penalty 3636.369210 = -7468941.912096
  nChanged 3058
		SP:Iteration 11Q (7424.600000 sec): 3 clusters
  Score: Raw -7474840.127395 + Penalty 3636.369210 = -7471203.758184
  nChanged 2224
		SP:Iteration 12Q (7425.180000 sec): 3 clusters
  Score: Raw -7476235.830952 + Penalty 3636.369210 = -7472599.461742
  nChanged 1667
		SP:Iteration 13Q (7425.770000 sec): 3 clusters
  Score: Raw -7477148.192174 + Penalty 3636.369210 = -7473511.822964
  nChanged 1333
		SP:Iteration 14Q (7426.260000 sec): 3 clusters
  Score: Raw -7477819.630308 + Penalty 3636.369210 = -7474183.261098
  nChanged 1198
		SP:Iteration 15Q (7426.730000 sec): 3 clusters
  Score: Raw -7478391.226190 + Penalty 3636.369210 = -7474754.856979
  nChanged 1137
		SP:Iteration 16Q (7427.230000 sec): 3 clusters
  Score: Raw -7478894.274928 + Penalty 3636.369210 = -7475257.905717
  nChanged 1057
		SP:Iteration 17Q (7427.650000 sec): 3 clusters
  Score: Raw -7479379.071516 + Penalty 3636.369210 = -7475742.702305
  nChanged 1001
		SP:Iteration 18Q (7428.170000 sec): 3 clusters
  Score: Raw -7479833.942266 + Penalty 3636.369210 = -7476197.573055
  nChanged 884
		SP:Iteration 19Q (7428.700000 sec): 3 clusters
  Score: Raw -7480219.601476 + Penalty 3636.369210 = -7476583.232266
  nChanged 768
		SP:Iteration 20F (7429.290000 sec): 3 clusters
  Score: Raw -7480533.833464 + Penalty 3636.369210 = -7476897.464253
  nChanged 720
		SP:Iteration 21Q (7429.840000 sec): 3 clusters
  Score: Raw -7480817.859010 + Penalty 3636.369210 = -7477181.489799
  nChanged 632
		SP:Iteration 22Q (7430.360000 sec): 3 clusters
  Score: Raw -7481067.653965 + Penalty 3636.369210 = -7477431.284755
  nChanged 598
		SP:Iteration 23Q (7430.900000 sec): 3 clusters
  Score: Raw -7481305.783690 + Penalty 3636.369210 = -7477669.414480
  nChanged 489
		SP:Iteration 24Q (7431.360000 sec): 3 clusters
  Score: Raw -7481485.914105 + Penalty 3636.369210 = -7477849.544895
  nChanged 394
		SP:Iteration 25Q (7431.810000 sec): 3 clusters
  Score: Raw -7481624.839609 + Penalty 3636.369210 = -7477988.470398
  nChanged 356
		SP:Iteration 26Q (7432.260000 sec): 3 clusters
  Score: Raw -7481750.651089 + Penalty 3636.369210 = -7478114.281879
  nChanged 316
		SP:Iteration 27Q (7432.670000 sec): 3 clusters
  Score: Raw -7481860.381885 + Penalty 3636.369210 = -7478224.012674
  nChanged 269
		SP:Iteration 28Q (7433.120000 sec): 3 clusters
  Score: Raw -7481952.156780 + Penalty 3636.369210 = -7478315.787569
  nChanged 229
		SP:Iteration 29Q (7433.570000 sec): 3 clusters
  Score: Raw -7482028.589853 + Penalty 3636.369210 = -7478392.220642
  nChanged 179
		SP:Iteration 30Q (7434.050000 sec): 3 clusters
  Score: Raw -7482083.737153 + Penalty 3636.369210 = -7478447.367943
  nChanged 156
		SP:Iteration 31Q (7434.550000 sec): 3 clusters
  Score: Raw -7482128.840501 + Penalty 3636.369210 = -7478492.471290
  nChanged 142
		SP:Iteration 32Q (7435.020000 sec): 3 clusters
  Score: Raw -7482167.122514 + Penalty 3636.369210 = -7478530.753303
  nChanged 115
		SP:Iteration 33Q (7435.530000 sec): 3 clusters
  Score: Raw -7482197.318336 + Penalty 3636.369210 = -7478560.949125
  nChanged 98
		SP:Iteration 34Q (7435.990000 sec): 3 clusters
  Score: Raw -7482225.789797 + Penalty 3636.369210 = -7478589.420587
  nChanged 90
		SP:Iteration 35Q (7436.420000 sec): 3 clusters
  Score: Raw -7482253.860523 + Penalty 3636.369210 = -7478617.491312
  nChanged 89
		SP:Iteration 36Q (7436.840000 sec): 3 clusters
  Score: Raw -7482282.108801 + Penalty 3636.369210 = -7478645.739590
  nChanged 86
		SP:Iteration 37Q (7437.270000 sec): 3 clusters
  Score: Raw -7482311.857855 + Penalty 3636.369210 = -7478675.488645
  nChanged 81
		SP:Iteration 38Q (7437.710000 sec): 3 clusters
  Score: Raw -7482334.301637 + Penalty 3636.369210 = -7478697.932427
  nChanged 60
		SP:Iteration 39Q (7438.170000 sec): 3 clusters
  Score: Raw -7482351.577456 + Penalty 3636.369210 = -7478715.208245
  nChanged 55
		SP:Iteration 40F (7438.700000 sec): 3 clusters
  Score: Raw -7482370.044421 + Penalty 3636.369210 = -7478733.675211
  nChanged 54
		SP:Iteration 41Q (7439.210000 sec): 3 clusters
  Score: Raw -7482384.538175 + Penalty 3636.369210 = -7478748.168965
  nChanged 46
		SP:Iteration 42Q (7439.690000 sec): 3 clusters
  Score: Raw -7482400.160151 + Penalty 3636.369210 = -7478763.790941
  nChanged 49
		SP:Iteration 43Q (7440.200000 sec): 3 clusters
  Score: Raw -7482420.051960 + Penalty 3636.369210 = -7478783.682750
  nChanged 61
		SP:Iteration 44Q (7440.710000 sec): 3 clusters
  Score: Raw -7482439.851579 + Penalty 3636.369210 = -7478803.482369
  nChanged 41
		SP:Iteration 45Q (7441.150000 sec): 3 clusters
  Score: Raw -7482453.081178 + Penalty 3636.369210 = -7478816.711967
  nChanged 36
		SP:Iteration 46Q (7441.600000 sec): 3 clusters
  Score: Raw -7482466.595085 + Penalty 3636.369210 = -7478830.225874
  nChanged 30
		SP:Iteration 47Q (7442.060000 sec): 3 clusters
  Score: Raw -7482476.650568 + Penalty 3636.369210 = -7478840.281357
  nChanged 24
		SP:Iteration 48Q (7442.500000 sec): 3 clusters
  Score: Raw -7482484.793816 + Penalty 3636.369210 = -7478848.424606
  nChanged 18
		SP:Iteration 49Q (7442.900000 sec): 3 clusters
  Score: Raw -7482491.730424 + Penalty 3636.369210 = -7478855.361214
  nChanged 21
		SP:Iteration 50Q (7443.340000 sec): 3 clusters
  Score: Raw -7482498.741601 + Penalty 3636.369210 = -7478862.372391
  nChanged 15
		SP:Iteration 51Q (7443.770000 sec): 3 clusters
  Score: Raw -7482503.246038 + Penalty 3636.369210 = -7478866.876828
  nChanged 11
		SP:Iteration 52Q (7444.250000 sec): 3 clusters
  Score: Raw -7482505.990529 + Penalty 3636.369210 = -7478869.621318
  nChanged 8
		SP:Iteration 53Q (7444.760000 sec): 3 clusters
  Score: Raw -7482508.081798 + Penalty 3636.369210 = -7478871.712587
  nChanged 9
		SP:Iteration 54Q (7445.240000 sec): 3 clusters
  Score: Raw -7482510.961216 + Penalty 3636.369210 = -7478874.592006
  nChanged 7
		SP:Iteration 55Q (7445.700000 sec): 3 clusters
  Score: Raw -7482512.622115 + Penalty 3636.369210 = -7478876.252905
  nChanged 8
		SP:Iteration 56Q (7446.190000 sec): 3 clusters
  Score: Raw -7482514.980668 + Penalty 3636.369210 = -7478878.611458
  nChanged 6
		SP:Iteration 57Q (7446.630000 sec): 3 clusters
  Score: Raw -7482517.038472 + Penalty 3636.369210 = -7478880.669262
  nChanged 6
		SP:Iteration 58Q (7447.090000 sec): 3 clusters
  Score: Raw -7482519.285524 + Penalty 3636.369210 = -7478882.916314
  nChanged 4
		SP:Iteration 59Q (7447.510000 sec): 3 clusters
  Score: Raw -7482520.431253 + Penalty 3636.369210 = -7478884.062042
  nChanged 3
		SP:Iteration 60F (7448.010000 sec): 3 clusters
  Score: Raw -7482521.250446 + Penalty 3636.369210 = -7478884.881236
  nChanged 4
		SP:Iteration 61Q (7448.470000 sec): 3 clusters
  Score: Raw -7482523.243851 + Penalty 3636.369210 = -7478886.874640
  nChanged 5
		SP:Iteration 62Q (7448.950000 sec): 3 clusters
  Score: Raw -7482524.717122 + Penalty 3636.369210 = -7478888.347912
  nChanged 3
		SP:Iteration 63Q (7449.400000 sec): 3 clusters
  Score: Raw -7482525.561743 + Penalty 3636.369210 = -7478889.192533
  nChanged 4
		SP:Iteration 64Q (7449.840000 sec): 3 clusters
  Score: Raw -7482526.433941 + Penalty 3636.369210 = -7478890.064731
  nChanged 3
		SP:Iteration 65Q (7450.250000 sec): 3 clusters
  Score: Raw -7482527.267665 + Penalty 3636.369210 = -7478890.898454
  nChanged 2
		SP:Iteration 66Q (7450.670000 sec): 3 clusters
  Score: Raw -7482527.949285 + Penalty 3636.369210 = -7478891.580075
  nChanged 4
		SP:Iteration 67Q (7451.110000 sec): 3 clusters
  Score: Raw -7482528.997323 + Penalty 3636.369210 = -7478892.628112
  nChanged 3
		SP:Iteration 68Q (7451.580000 sec): 3 clusters
  Score: Raw -7482530.274505 + Penalty 3636.369210 = -7478893.905294
  nChanged 4
		SP:Iteration 69Q (7452.070000 sec): 3 clusters
  Score: Raw -7482531.607497 + Penalty 3636.369210 = -7478895.238287
  nChanged 8
		SP:Iteration 70Q (7452.630000 sec): 3 clusters
  Score: Raw -7482533.140810 + Penalty 3636.369210 = -7478896.771599
  nChanged 2
		SP:Iteration 71Q (7453.140000 sec): 3 clusters
  Score: Raw -7482533.508512 + Penalty 3636.369210 = -7478897.139301
  nChanged 4
		SP:Iteration 72Q (7453.630000 sec): 3 clusters
  Score: Raw -7482534.656674 + Penalty 3636.369210 = -7478898.287463
  nChanged 3
		SP:Iteration 73Q (7454.150000 sec): 3 clusters
  Score: Raw -7482535.120261 + Penalty 3636.369210 = -7478898.751051
  nChanged 2
		SP:Iteration 74Q (7454.650000 sec): 3 clusters
  Score: Raw -7482535.376802 + Penalty 3636.369210 = -7478899.007592
  nChanged 0
		SP:Iteration 75F (7455.170000 sec): 3 clusters
  Score: Raw -7482535.376802 + Penalty 3636.369210 = -7478899.007592
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (19751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7455.390000 sec): 2 clusters
  Score: Raw -2082058.188261 + Penalty 1607.280903 = -2080450.907358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7455.720000 sec): 3 clusters
  Score: Raw -2070209.283504 + Penalty 3214.561806 = -2066994.721699
  nChanged 8863
		SP:Iteration 1F (7456.050000 sec): 3 clusters
  Score: Raw -2075114.697289 + Penalty 3214.561806 = -2071900.135483
  nChanged 1109
		SP:Iteration 2F (7456.340000 sec): 3 clusters
  Score: Raw -2075594.878690 + Penalty 3214.561806 = -2072380.316884
  nChanged 1119
		SP:Iteration 3F (7456.690000 sec): 3 clusters
  Score: Raw -2076108.745723 + Penalty 3214.561806 = -2072894.183917
  nChanged 1060
		SP:Iteration 4F (7456.980000 sec): 3 clusters
  Score: Raw -2076643.334703 + Penalty 3214.561806 = -2073428.772897
  nChanged 1099
		SP:Iteration 5F (7457.250000 sec): 3 clusters
  Score: Raw -2077242.535038 + Penalty 3214.561806 = -2074027.973232
  nChanged 1061
		SP:Iteration 6F (7457.490000 sec): 3 clusters
  Score: Raw -2077840.727406 + Penalty 3214.561806 = -2074626.165601
  nChanged 1008
		SP:Iteration 7F (7457.780000 sec): 3 clusters
  Score: Raw -2078360.408227 + Penalty 3214.561806 = -2075145.846422
  nChanged 864
		SP:Iteration 8Q (7458.030000 sec): 3 clusters
  Score: Raw -2078812.872991 + Penalty 3214.561806 = -2075598.311185
  nChanged 777
		SP:Iteration 9Q (7458.370000 sec): 3 clusters
  Score: Raw -2079228.606129 + Penalty 3214.561806 = -2076014.044323
  nChanged 705
		SP:Iteration 10Q (7458.640000 sec): 3 clusters
  Score: Raw -2079616.475858 + Penalty 3214.561806 = -2076401.914053
  nChanged 595
		SP:Iteration 11Q (7458.920000 sec): 3 clusters
  Score: Raw -2079980.740437 + Penalty 3214.561806 = -2076766.178631
  nChanged 554
		SP:Iteration 12Q (7459.220000 sec): 3 clusters
  Score: Raw -2080369.981760 + Penalty 3214.561806 = -2077155.419955
  nChanged 511
		SP:Iteration 13Q (7459.470000 sec): 3 clusters
  Score: Raw -2080740.072235 + Penalty 3214.561806 = -2077525.510429
  nChanged 474
		SP:Iteration 14Q (7459.790000 sec): 3 clusters
  Score: Raw -2081103.982130 + Penalty 3214.561806 = -2077889.420324
  nChanged 398
		SP:Iteration 15Q (7460.010000 sec): 3 clusters
  Score: Raw -2081382.456046 + Penalty 3214.561806 = -2078167.894240
  nChanged 317
		SP:Iteration 16Q (7460.360000 sec): 3 clusters
  Score: Raw -2081585.024488 + Penalty 3214.561806 = -2078370.462682
  nChanged 255
		SP:Iteration 17Q (7460.620000 sec): 3 clusters
  Score: Raw -2081724.789475 + Penalty 3214.561806 = -2078510.227669
  nChanged 207
		SP:Iteration 18Q (7460.840000 sec): 3 clusters
  Score: Raw -2081832.682435 + Penalty 3214.561806 = -2078618.120629
  nChanged 166
		SP:Iteration 19Q (7461.100000 sec): 3 clusters
  Score: Raw -2081911.430635 + Penalty 3214.561806 = -2078696.868830
  nChanged 122
		SP:Iteration 20F (7461.370000 sec): 3 clusters
  Score: Raw -2081964.545704 + Penalty 3214.561806 = -2078749.983899
  nChanged 98
		SP:Iteration 21Q (7461.590000 sec): 3 clusters
  Score: Raw -2082005.969391 + Penalty 3214.561806 = -2078791.407586
  nChanged 85
		SP:Iteration 22Q (7461.910000 sec): 3 clusters
  Score: Raw -2082041.236025 + Penalty 3214.561806 = -2078826.674219
  nChanged 71
		SP:Iteration 23Q (7462.200000 sec): 3 clusters
  Score: Raw -2082072.936913 + Penalty 3214.561806 = -2078858.375107
  nChanged 68
		SP:Iteration 24Q (7462.460000 sec): 3 clusters
  Score: Raw -2082100.427322 + Penalty 3214.561806 = -2078885.865516
  nChanged 55
		SP:Iteration 25Q (7462.780000 sec): 3 clusters
  Score: Raw -2082119.634051 + Penalty 3214.561806 = -2078905.072245
  nChanged 49
		SP:Iteration 26Q (7463.010000 sec): 3 clusters
  Score: Raw -2082137.647386 + Penalty 3214.561806 = -2078923.085581
  nChanged 42
		SP:Iteration 27Q (7463.280000 sec): 3 clusters
  Score: Raw -2082152.464843 + Penalty 3214.561806 = -2078937.903037
  nChanged 32
		SP:Iteration 28Q (7463.540000 sec): 3 clusters
  Score: Raw -2082163.947116 + Penalty 3214.561806 = -2078949.385310
  nChanged 27
		SP:Iteration 29Q (7463.820000 sec): 3 clusters
  Score: Raw -2082174.015378 + Penalty 3214.561806 = -2078959.453572
  nChanged 19
		SP:Iteration 30Q (7464.090000 sec): 3 clusters
  Score: Raw -2082180.704384 + Penalty 3214.561806 = -2078966.142579
  nChanged 23
		SP:Iteration 31Q (7464.400000 sec): 3 clusters
  Score: Raw -2082190.065046 + Penalty 3214.561806 = -2078975.503241
  nChanged 23
		SP:Iteration 32Q (7464.670000 sec): 3 clusters
  Score: Raw -2082197.454119 + Penalty 3214.561806 = -2078982.892313
  nChanged 17
		SP:Iteration 33Q (7464.920000 sec): 3 clusters
  Score: Raw -2082202.661121 + Penalty 3214.561806 = -2078988.099315
  nChanged 12
		SP:Iteration 34Q (7465.240000 sec): 3 clusters
  Score: Raw -2082205.780148 + Penalty 3214.561806 = -2078991.218342
  nChanged 6
		SP:Iteration 35Q (7465.520000 sec): 3 clusters
  Score: Raw -2082207.474939 + Penalty 3214.561806 = -2078992.913134
  nChanged 4
		SP:Iteration 36Q (7465.800000 sec): 3 clusters
  Score: Raw -2082208.948085 + Penalty 3214.561806 = -2078994.386279
  nChanged 6
		SP:Iteration 37Q (7466.050000 sec): 3 clusters
  Score: Raw -2082212.685271 + Penalty 3214.561806 = -2078998.123465
  nChanged 10
		SP:Iteration 38Q (7466.300000 sec): 3 clusters
  Score: Raw -2082215.225061 + Penalty 3214.561806 = -2079000.663256
  nChanged 7
		SP:Iteration 39Q (7466.580000 sec): 3 clusters
  Score: Raw -2082217.433709 + Penalty 3214.561806 = -2079002.871903
  nChanged 7
		SP:Iteration 40F (7466.880000 sec): 3 clusters
  Score: Raw -2082218.726349 + Penalty 3214.561806 = -2079004.164543
  nChanged 4
		SP:Iteration 41Q (7467.190000 sec): 3 clusters
  Score: Raw -2082219.744869 + Penalty 3214.561806 = -2079005.183064
  nChanged 5
		SP:Iteration 42Q (7467.510000 sec): 3 clusters
  Score: Raw -2082222.025697 + Penalty 3214.561806 = -2079007.463892
  nChanged 7
		SP:Iteration 43Q (7467.800000 sec): 3 clusters
  Score: Raw -2082224.896423 + Penalty 3214.561806 = -2079010.334617
  nChanged 10
		SP:Iteration 44Q (7468.070000 sec): 3 clusters
  Score: Raw -2082228.735842 + Penalty 3214.561806 = -2079014.174036
  nChanged 12
		SP:Iteration 45Q (7468.330000 sec): 3 clusters
  Score: Raw -2082234.852122 + Penalty 3214.561806 = -2079020.290316
  nChanged 15
		SP:Iteration 46Q (7468.630000 sec): 3 clusters
  Score: Raw -2082241.105088 + Penalty 3214.561806 = -2079026.543282
  nChanged 12
		SP:Iteration 47Q (7468.920000 sec): 3 clusters
  Score: Raw -2082245.212089 + Penalty 3214.561806 = -2079030.650284
  nChanged 7
		SP:Iteration 48Q (7469.140000 sec): 3 clusters
  Score: Raw -2082247.225910 + Penalty 3214.561806 = -2079032.664105
  nChanged 9
		SP:Iteration 49Q (7469.360000 sec): 3 clusters
  Score: Raw -2082250.030874 + Penalty 3214.561806 = -2079035.469069
  nChanged 6
		SP:Iteration 50Q (7469.640000 sec): 3 clusters
  Score: Raw -2082251.669185 + Penalty 3214.561806 = -2079037.107380
  nChanged 3
		SP:Iteration 51Q (7469.900000 sec): 3 clusters
  Score: Raw -2082253.702182 + Penalty 3214.561806 = -2079039.140377
  nChanged 4
		SP:Iteration 52Q (7470.190000 sec): 3 clusters
  Score: Raw -2082254.725215 + Penalty 3214.561806 = -2079040.163409
  nChanged 2
		SP:Iteration 53Q (7470.480000 sec): 3 clusters
  Score: Raw -2082255.065515 + Penalty 3214.561806 = -2079040.503710
  nChanged 1
		SP:Iteration 54Q (7470.770000 sec): 3 clusters
  Score: Raw -2082255.187060 + Penalty 3214.561806 = -2079040.625254
  nChanged 1
		SP:Iteration 55Q (7471.080000 sec): 3 clusters
  Score: Raw -2082255.743639 + Penalty 3214.561806 = -2079041.181833
  nChanged 0
		SP:Iteration 56F (7471.380000 sec): 3 clusters
  Score: Raw -2082255.743639 + Penalty 3214.561806 = -2079041.181833
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (39422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7471.640000 sec): 2 clusters
  Score: Raw -3864021.436625 + Penalty 1719.587889 = -3862301.848736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7472.040000 sec): 3 clusters
  Score: Raw -3839404.006521 + Penalty 3439.175777 = -3835964.830743
  nChanged 18250
		SP:Iteration 1F (7472.400000 sec): 3 clusters
  Score: Raw -3850191.006692 + Penalty 3439.175777 = -3846751.830915
  nChanged 2203
		SP:Iteration 2F (7472.770000 sec): 3 clusters
  Score: Raw -3851088.486224 + Penalty 3439.175777 = -3847649.310446
  nChanged 2021
		SP:Iteration 3F (7473.110000 sec): 3 clusters
  Score: Raw -3851932.566399 + Penalty 3439.175777 = -3848493.390622
  nChanged 2046
		SP:Iteration 4F (7473.490000 sec): 3 clusters
  Score: Raw -3852864.740063 + Penalty 3439.175777 = -3849425.564286
  nChanged 2030
		SP:Iteration 5F (7473.860000 sec): 3 clusters
  Score: Raw -3853834.574749 + Penalty 3439.175777 = -3850395.398971
  nChanged 1975
		SP:Iteration 6F (7474.210000 sec): 3 clusters
  Score: Raw -3854955.729011 + Penalty 3439.175777 = -3851516.553233
  nChanged 2046
		SP:Iteration 7F (7474.610000 sec): 3 clusters
  Score: Raw -3856217.634500 + Penalty 3439.175777 = -3852778.458723
  nChanged 1992
		SP:Iteration 8F (7474.970000 sec): 3 clusters
  Score: Raw -3857516.557335 + Penalty 3439.175777 = -3854077.381558
  nChanged 1828
		SP:Iteration 9Q (7475.340000 sec): 3 clusters
  Score: Raw -3858680.800067 + Penalty 3439.175777 = -3855241.624290
  nChanged 1561
		SP:Iteration 10Q (7475.750000 sec): 3 clusters
  Score: Raw -3859591.989929 + Penalty 3439.175777 = -3856152.814151
  nChanged 1340
		SP:Iteration 11Q (7476.110000 sec): 3 clusters
  Score: Raw -3860236.815021 + Penalty 3439.175777 = -3856797.639244
  nChanged 1048
		SP:Iteration 12Q (7476.480000 sec): 3 clusters
  Score: Raw -3860678.355827 + Penalty 3439.175777 = -3857239.180049
  nChanged 832
		SP:Iteration 13Q (7476.820000 sec): 3 clusters
  Score: Raw -3860997.330311 + Penalty 3439.175777 = -3857558.154533
  nChanged 673
		SP:Iteration 14Q (7477.220000 sec): 3 clusters
  Score: Raw -3861256.197446 + Penalty 3439.175777 = -3857817.021669
  nChanged 608
		SP:Iteration 15Q (7477.530000 sec): 3 clusters
  Score: Raw -3861501.591792 + Penalty 3439.175777 = -3858062.416015
  nChanged 542
		SP:Iteration 16Q (7477.940000 sec): 3 clusters
  Score: Raw -3861731.517381 + Penalty 3439.175777 = -3858292.341603
  nChanged 543
		SP:Iteration 17Q (7478.270000 sec): 3 clusters
  Score: Raw -3861970.337751 + Penalty 3439.175777 = -3858531.161974
  nChanged 534
		SP:Iteration 18Q (7478.710000 sec): 3 clusters
  Score: Raw -3862226.746265 + Penalty 3439.175777 = -3858787.570488
  nChanged 609
		SP:Iteration 19Q (7479.110000 sec): 3 clusters
  Score: Raw -3862554.988182 + Penalty 3439.175777 = -3859115.812405
  nChanged 620
		SP:Iteration 20F (7479.510000 sec): 3 clusters
  Score: Raw -3862890.915261 + Penalty 3439.175777 = -3859451.739484
  nChanged 545
		SP:Iteration 21Q (7479.830000 sec): 3 clusters
  Score: Raw -3863175.520158 + Penalty 3439.175777 = -3859736.344381
  nChanged 490
		SP:Iteration 22Q (7480.230000 sec): 3 clusters
  Score: Raw -3863400.460017 + Penalty 3439.175777 = -3859961.284239
  nChanged 448
		SP:Iteration 23Q (7480.590000 sec): 3 clusters
  Score: Raw -3863580.810226 + Penalty 3439.175777 = -3860141.634449
  nChanged 401
		SP:Iteration 24Q (7480.960000 sec): 3 clusters
  Score: Raw -3863734.439017 + Penalty 3439.175777 = -3860295.263240
  nChanged 376
		SP:Iteration 25Q (7481.370000 sec): 3 clusters
  Score: Raw -3863873.442308 + Penalty 3439.175777 = -3860434.266531
  nChanged 358
		SP:Iteration 26Q (7481.680000 sec): 3 clusters
  Score: Raw -3864009.961621 + Penalty 3439.175777 = -3860570.785844
  nChanged 328
		SP:Iteration 27Q (7482.090000 sec): 3 clusters
  Score: Raw -3864134.602101 + Penalty 3439.175777 = -3860695.426324
  nChanged 277
		SP:Iteration 28Q (7482.410000 sec): 3 clusters
  Score: Raw -3864229.703544 + Penalty 3439.175777 = -3860790.527766
  nChanged 245
		SP:Iteration 29Q (7482.780000 sec): 3 clusters
  Score: Raw -3864302.807478 + Penalty 3439.175777 = -3860863.631700
  nChanged 194
		SP:Iteration 30Q (7483.100000 sec): 3 clusters
  Score: Raw -3864354.171345 + Penalty 3439.175777 = -3860914.995568
  nChanged 147
		SP:Iteration 31Q (7483.460000 sec): 3 clusters
  Score: Raw -3864387.143329 + Penalty 3439.175777 = -3860947.967552
  nChanged 130
		SP:Iteration 32Q (7483.770000 sec): 3 clusters
  Score: Raw -3864412.572668 + Penalty 3439.175777 = -3860973.396891
  nChanged 119
		SP:Iteration 33Q (7484.160000 sec): 3 clusters
  Score: Raw -3864436.911680 + Penalty 3439.175777 = -3860997.735903
  nChanged 116
		SP:Iteration 34Q (7484.500000 sec): 3 clusters
  Score: Raw -3864462.397296 + Penalty 3439.175777 = -3861023.221518
  nChanged 124
		SP:Iteration 35Q (7484.820000 sec): 3 clusters
  Score: Raw -3864493.064399 + Penalty 3439.175777 = -3861053.888622
  nChanged 115
		SP:Iteration 36Q (7485.170000 sec): 3 clusters
  Score: Raw -3864520.310531 + Penalty 3439.175777 = -3861081.134754
  nChanged 105
		SP:Iteration 37Q (7485.510000 sec): 3 clusters
  Score: Raw -3864541.434869 + Penalty 3439.175777 = -3861102.259092
  nChanged 89
		SP:Iteration 38Q (7485.860000 sec): 3 clusters
  Score: Raw -3864559.136459 + Penalty 3439.175777 = -3861119.960682
  nChanged 83
		SP:Iteration 39Q (7486.200000 sec): 3 clusters
  Score: Raw -3864577.141317 + Penalty 3439.175777 = -3861137.965540
  nChanged 84
		SP:Iteration 40F (7486.560000 sec): 3 clusters
  Score: Raw -3864596.165199 + Penalty 3439.175777 = -3861156.989422
  nChanged 72
		SP:Iteration 41Q (7486.930000 sec): 3 clusters
  Score: Raw -3864610.389925 + Penalty 3439.175777 = -3861171.214148
  nChanged 67
		SP:Iteration 42Q (7487.250000 sec): 3 clusters
  Score: Raw -3864622.501714 + Penalty 3439.175777 = -3861183.325937
  nChanged 56
		SP:Iteration 43Q (7487.610000 sec): 3 clusters
  Score: Raw -3864632.826580 + Penalty 3439.175777 = -3861193.650802
  nChanged 58
		SP:Iteration 44Q (7487.930000 sec): 3 clusters
  Score: Raw -3864643.867503 + Penalty 3439.175777 = -3861204.691726
  nChanged 59
		SP:Iteration 45Q (7488.350000 sec): 3 clusters
  Score: Raw -3864656.114659 + Penalty 3439.175777 = -3861216.938882
  nChanged 55
		SP:Iteration 46Q (7488.680000 sec): 3 clusters
  Score: Raw -3864666.642519 + Penalty 3439.175777 = -3861227.466741
  nChanged 51
		SP:Iteration 47Q (7489.050000 sec): 3 clusters
  Score: Raw -3864677.674513 + Penalty 3439.175777 = -3861238.498735
  nChanged 44
		SP:Iteration 48Q (7489.420000 sec): 3 clusters
  Score: Raw -3864684.797540 + Penalty 3439.175777 = -3861245.621762
  nChanged 41
		SP:Iteration 49Q (7489.850000 sec): 3 clusters
  Score: Raw -3864692.243239 + Penalty 3439.175777 = -3861253.067462
  nChanged 31
		SP:Iteration 50Q (7490.180000 sec): 3 clusters
  Score: Raw -3864697.842794 + Penalty 3439.175777 = -3861258.667016
  nChanged 38
		SP:Iteration 51Q (7490.520000 sec): 3 clusters
  Score: Raw -3864706.924826 + Penalty 3439.175777 = -3861267.749049
  nChanged 40
		SP:Iteration 52Q (7490.900000 sec): 3 clusters
  Score: Raw -3864713.335154 + Penalty 3439.175777 = -3861274.159376
  nChanged 40
		SP:Iteration 53Q (7491.300000 sec): 3 clusters
  Score: Raw -3864719.538486 + Penalty 3439.175777 = -3861280.362709
  nChanged 26
		SP:Iteration 54Q (7491.760000 sec): 3 clusters
  Score: Raw -3864722.538323 + Penalty 3439.175777 = -3861283.362545
  nChanged 24
		SP:Iteration 55Q (7492.050000 sec): 3 clusters
  Score: Raw -3864725.647204 + Penalty 3439.175777 = -3861286.471427
  nChanged 29
		SP:Iteration 56Q (7492.440000 sec): 3 clusters
  Score: Raw -3864729.907846 + Penalty 3439.175777 = -3861290.732069
  nChanged 28
		SP:Iteration 57Q (7492.820000 sec): 3 clusters
  Score: Raw -3864734.064770 + Penalty 3439.175777 = -3861294.888993
  nChanged 18
		SP:Iteration 58Q (7493.140000 sec): 3 clusters
  Score: Raw -3864737.367133 + Penalty 3439.175777 = -3861298.191355
  nChanged 21
		SP:Iteration 59Q (7493.490000 sec): 3 clusters
  Score: Raw -3864740.243247 + Penalty 3439.175777 = -3861301.067469
  nChanged 12
		SP:Iteration 60F (7493.870000 sec): 3 clusters
  Score: Raw -3864741.861075 + Penalty 3439.175777 = -3861302.685298
  nChanged 16
		SP:Iteration 61Q (7494.160000 sec): 3 clusters
  Score: Raw -3864744.325326 + Penalty 3439.175777 = -3861305.149548
  nChanged 16
		SP:Iteration 62Q (7494.510000 sec): 3 clusters
  Score: Raw -3864747.407433 + Penalty 3439.175777 = -3861308.231655
  nChanged 17
		SP:Iteration 63Q (7494.840000 sec): 3 clusters
  Score: Raw -3864750.711177 + Penalty 3439.175777 = -3861311.535400
  nChanged 24
		SP:Iteration 64Q (7495.180000 sec): 3 clusters
  Score: Raw -3864754.300355 + Penalty 3439.175777 = -3861315.124578
  nChanged 20
		SP:Iteration 65Q (7495.570000 sec): 3 clusters
  Score: Raw -3864757.189895 + Penalty 3439.175777 = -3861318.014117
  nChanged 15
		SP:Iteration 66Q (7495.990000 sec): 3 clusters
  Score: Raw -3864759.926711 + Penalty 3439.175777 = -3861320.750934
  nChanged 20
		SP:Iteration 67Q (7496.380000 sec): 3 clusters
  Score: Raw -3864763.332042 + Penalty 3439.175777 = -3861324.156265
  nChanged 17
		SP:Iteration 68Q (7496.710000 sec): 3 clusters
  Score: Raw -3864766.163870 + Penalty 3439.175777 = -3861326.988093
  nChanged 7
		SP:Iteration 69Q (7497.070000 sec): 3 clusters
  Score: Raw -3864767.131257 + Penalty 3439.175777 = -3861327.955479
  nChanged 5
		SP:Iteration 70Q (7497.440000 sec): 3 clusters
  Score: Raw -3864767.923402 + Penalty 3439.175777 = -3861328.747625
  nChanged 9
		SP:Iteration 71Q (7497.750000 sec): 3 clusters
  Score: Raw -3864769.118080 + Penalty 3439.175777 = -3861329.942302
  nChanged 6
		SP:Iteration 72Q (7498.160000 sec): 3 clusters
  Score: Raw -3864770.342494 + Penalty 3439.175777 = -3861331.166716
  nChanged 5
		SP:Iteration 73Q (7498.570000 sec): 3 clusters
  Score: Raw -3864771.099569 + Penalty 3439.175777 = -3861331.923792
  nChanged 5
		SP:Iteration 74Q (7498.920000 sec): 3 clusters
  Score: Raw -3864771.922680 + Penalty 3439.175777 = -3861332.746903
  nChanged 3
		SP:Iteration 75Q (7499.270000 sec): 3 clusters
  Score: Raw -3864772.374651 + Penalty 3439.175777 = -3861333.198874
  nChanged 4
		SP:Iteration 76Q (7499.630000 sec): 3 clusters
  Score: Raw -3864772.850375 + Penalty 3439.175777 = -3861333.674598
  nChanged 3
		SP:Iteration 77Q (7499.960000 sec): 3 clusters
  Score: Raw -3864773.264353 + Penalty 3439.175777 = -3861334.088576
  nChanged 3
		SP:Iteration 78Q (7500.330000 sec): 3 clusters
  Score: Raw -3864773.879226 + Penalty 3439.175777 = -3861334.703449
  nChanged 7
		SP:Iteration 79Q (7500.720000 sec): 3 clusters
  Score: Raw -3864774.651205 + Penalty 3439.175777 = -3861335.475427
  nChanged 6
		SP:Iteration 80F (7501.130000 sec): 3 clusters
  Score: Raw -3864775.542559 + Penalty 3439.175777 = -3861336.366782
  nChanged 6
		SP:Iteration 81Q (7501.530000 sec): 3 clusters
  Score: Raw -3864776.421834 + Penalty 3439.175777 = -3861337.246057
  nChanged 12
		SP:Iteration 82Q (7501.930000 sec): 3 clusters
  Score: Raw -3864777.645626 + Penalty 3439.175777 = -3861338.469848
  nChanged 8
		SP:Iteration 83Q (7502.240000 sec): 3 clusters
  Score: Raw -3864778.632076 + Penalty 3439.175777 = -3861339.456299
  nChanged 7
		SP:Iteration 84Q (7502.570000 sec): 3 clusters
  Score: Raw -3864779.404431 + Penalty 3439.175777 = -3861340.228654
  nChanged 3
		SP:Iteration 85Q (7502.900000 sec): 3 clusters
  Score: Raw -3864779.712846 + Penalty 3439.175777 = -3861340.537069
  nChanged 7
		SP:Iteration 86Q (7503.230000 sec): 3 clusters
  Score: Raw -3864780.842637 + Penalty 3439.175777 = -3861341.666859
  nChanged 9
		SP:Iteration 87Q (7503.620000 sec): 3 clusters
  Score: Raw -3864782.534298 + Penalty 3439.175777 = -3861343.358521
  nChanged 13
		SP:Iteration 88Q (7503.930000 sec): 3 clusters
  Score: Raw -3864784.126213 + Penalty 3439.175777 = -3861344.950435
  nChanged 9
		SP:Iteration 89Q (7504.280000 sec): 3 clusters
  Score: Raw -3864785.177572 + Penalty 3439.175777 = -3861346.001795
  nChanged 12
		SP:Iteration 90Q (7504.600000 sec): 3 clusters
  Score: Raw -3864786.406313 + Penalty 3439.175777 = -3861347.230536
  nChanged 8
		SP:Iteration 91Q (7504.980000 sec): 3 clusters
  Score: Raw -3864787.394494 + Penalty 3439.175777 = -3861348.218717
  nChanged 9
		SP:Iteration 92Q (7505.310000 sec): 3 clusters
  Score: Raw -3864788.481353 + Penalty 3439.175777 = -3861349.305576
  nChanged 10
		SP:Iteration 93Q (7505.660000 sec): 3 clusters
  Score: Raw -3864790.219894 + Penalty 3439.175777 = -3861351.044116
  nChanged 14
		SP:Iteration 94Q (7505.980000 sec): 3 clusters
  Score: Raw -3864793.038739 + Penalty 3439.175777 = -3861353.862961
  nChanged 17
		SP:Iteration 95Q (7506.330000 sec): 3 clusters
  Score: Raw -3864796.448570 + Penalty 3439.175777 = -3861357.272793
  nChanged 17
		SP:Iteration 96Q (7506.620000 sec): 3 clusters
  Score: Raw -3864799.601986 + Penalty 3439.175777 = -3861360.426209
  nChanged 22
		SP:Iteration 97Q (7506.980000 sec): 3 clusters
  Score: Raw -3864804.281376 + Penalty 3439.175777 = -3861365.105599
  nChanged 23
		SP:Iteration 98Q (7507.300000 sec): 3 clusters
  Score: Raw -3864807.684560 + Penalty 3439.175777 = -3861368.508782
  nChanged 17
		SP:Iteration 99Q (7507.600000 sec): 3 clusters
  Score: Raw -3864810.018002 + Penalty 3439.175777 = -3861370.842225
  nChanged 17
		SP:Iteration 100F (7508.000000 sec): 3 clusters
  Score: Raw -3864813.132744 + Penalty 3439.175777 = -3861373.956967
  nChanged 12
		SP:Iteration 101Q (7508.260000 sec): 3 clusters
  Score: Raw -3864815.111021 + Penalty 3439.175777 = -3861375.935244
  nChanged 9
		SP:Iteration 102Q (7508.580000 sec): 3 clusters
  Score: Raw -3864816.788061 + Penalty 3439.175777 = -3861377.612284
  nChanged 15
		SP:Iteration 103Q (7508.900000 sec): 3 clusters
  Score: Raw -3864819.465026 + Penalty 3439.175777 = -3861380.289248
  nChanged 17
		SP:Iteration 104Q (7509.200000 sec): 3 clusters
  Score: Raw -3864823.127512 + Penalty 3439.175777 = -3861383.951734
  nChanged 13
		SP:Iteration 105Q (7509.490000 sec): 3 clusters
  Score: Raw -3864826.308588 + Penalty 3439.175777 = -3861387.132810
  nChanged 14
		SP:Iteration 106Q (7509.760000 sec): 3 clusters
  Score: Raw -3864829.054450 + Penalty 3439.175777 = -3861389.878673
  nChanged 15
		SP:Iteration 107Q (7510.160000 sec): 3 clusters
  Score: Raw -3864831.614794 + Penalty 3439.175777 = -3861392.439016
  nChanged 13
		SP:Iteration 108Q (7510.460000 sec): 3 clusters
  Score: Raw -3864833.653998 + Penalty 3439.175777 = -3861394.478221
  nChanged 10
		SP:Iteration 109Q (7510.790000 sec): 3 clusters
  Score: Raw -3864835.931524 + Penalty 3439.175777 = -3861396.755747
  nChanged 15
		SP:Iteration 110Q (7511.160000 sec): 3 clusters
  Score: Raw -3864838.849091 + Penalty 3439.175777 = -3861399.673314
  nChanged 15
		SP:Iteration 111Q (7511.520000 sec): 3 clusters
  Score: Raw -3864842.451838 + Penalty 3439.175777 = -3861403.276061
  nChanged 10
		SP:Iteration 112Q (7511.850000 sec): 3 clusters
  Score: Raw -3864844.571251 + Penalty 3439.175777 = -3861405.395473
  nChanged 8
		SP:Iteration 113Q (7512.220000 sec): 3 clusters
  Score: Raw -3864846.643298 + Penalty 3439.175777 = -3861407.467521
  nChanged 10
		SP:Iteration 114Q (7512.540000 sec): 3 clusters
  Score: Raw -3864848.468111 + Penalty 3439.175777 = -3861409.292333
  nChanged 8
		SP:Iteration 115Q (7512.920000 sec): 3 clusters
  Score: Raw -3864849.736558 + Penalty 3439.175777 = -3861410.560781
  nChanged 8
		SP:Iteration 116Q (7513.280000 sec): 3 clusters
  Score: Raw -3864851.251918 + Penalty 3439.175777 = -3861412.076140
  nChanged 9
		SP:Iteration 117Q (7513.580000 sec): 3 clusters
  Score: Raw -3864853.633955 + Penalty 3439.175777 = -3861414.458178
  nChanged 12
		SP:Iteration 118Q (7514.000000 sec): 3 clusters
  Score: Raw -3864856.493229 + Penalty 3439.175777 = -3861417.317451
  nChanged 15
		SP:Iteration 119Q (7514.350000 sec): 3 clusters
  Score: Raw -3864859.638695 + Penalty 3439.175777 = -3861420.462917
  nChanged 15
		SP:Iteration 120F (7514.780000 sec): 3 clusters
  Score: Raw -3864862.101357 + Penalty 3439.175777 = -3861422.925579
  nChanged 4
		SP:Iteration 121Q (7515.140000 sec): 3 clusters
  Score: Raw -3864863.120737 + Penalty 3439.175777 = -3861423.944960
  nChanged 6
		SP:Iteration 122Q (7515.420000 sec): 3 clusters
  Score: Raw -3864863.888772 + Penalty 3439.175777 = -3861424.712995
  nChanged 7
		SP:Iteration 123Q (7515.750000 sec): 3 clusters
  Score: Raw -3864865.325059 + Penalty 3439.175777 = -3861426.149281
  nChanged 9
		SP:Iteration 124Q (7516.100000 sec): 3 clusters
  Score: Raw -3864867.216250 + Penalty 3439.175777 = -3861428.040472
  nChanged 10
		SP:Iteration 125Q (7516.460000 sec): 3 clusters
  Score: Raw -3864869.296156 + Penalty 3439.175777 = -3861430.120379
  nChanged 13
		SP:Iteration 126Q (7516.820000 sec): 3 clusters
  Score: Raw -3864871.508816 + Penalty 3439.175777 = -3861432.333039
  nChanged 8
		SP:Iteration 127Q (7517.240000 sec): 3 clusters
  Score: Raw -3864873.269959 + Penalty 3439.175777 = -3861434.094182
  nChanged 8
		SP:Iteration 128Q (7517.580000 sec): 3 clusters
  Score: Raw -3864874.648483 + Penalty 3439.175777 = -3861435.472706
  nChanged 7
		SP:Iteration 129Q (7517.900000 sec): 3 clusters
  Score: Raw -3864875.801080 + Penalty 3439.175777 = -3861436.625303
  nChanged 4
		SP:Iteration 130Q (7518.220000 sec): 3 clusters
  Score: Raw -3864876.390486 + Penalty 3439.175777 = -3861437.214708
  nChanged 1
		SP:Iteration 131Q (7518.580000 sec): 3 clusters
  Score: Raw -3864876.515816 + Penalty 3439.175777 = -3861437.340038
  nChanged 0
		SP:Iteration 132F (7518.960000 sec): 3 clusters
  Score: Raw -3864876.515816 + Penalty 3439.175777 = -3861437.340038
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (19474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7519.160000 sec): 2 clusters
  Score: Raw -1989098.658256 + Penalty 1604.985772 = -1987493.672483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7519.450000 sec): 3 clusters
  Score: Raw -1977628.955792 + Penalty 3209.971545 = -1974418.984247
  nChanged 8613
		SP:Iteration 1F (7519.790000 sec): 3 clusters
  Score: Raw -1982793.305830 + Penalty 3209.971545 = -1979583.334286
  nChanged 1567
		SP:Iteration 2F (7520.110000 sec): 3 clusters
  Score: Raw -1984271.628561 + Penalty 3209.971545 = -1981061.657016
  nChanged 1841
		SP:Iteration 3F (7520.390000 sec): 3 clusters
  Score: Raw -1986144.600532 + Penalty 3209.971545 = -1982934.628987
  nChanged 1860
		SP:Iteration 4F (7520.710000 sec): 3 clusters
  Score: Raw -1987881.492088 + Penalty 3209.971545 = -1984671.520543
  nChanged 1451
		SP:Iteration 5F (7520.960000 sec): 3 clusters
  Score: Raw -1988933.673590 + Penalty 3209.971545 = -1985723.702046
  nChanged 939
		SP:Iteration 6Q (7521.250000 sec): 3 clusters
  Score: Raw -1989494.590960 + Penalty 3209.971545 = -1986284.619416
  nChanged 645
		SP:Iteration 7Q (7521.540000 sec): 3 clusters
  Score: Raw -1989866.148066 + Penalty 3209.971545 = -1986656.176521
  nChanged 515
		SP:Iteration 8Q (7521.890000 sec): 3 clusters
  Score: Raw -1990177.983034 + Penalty 3209.971545 = -1986968.011489
  nChanged 412
		SP:Iteration 9Q (7522.150000 sec): 3 clusters
  Score: Raw -1990452.621820 + Penalty 3209.971545 = -1987242.650276
  nChanged 315
		SP:Iteration 10Q (7522.430000 sec): 3 clusters
  Score: Raw -1990656.398857 + Penalty 3209.971545 = -1987446.427313
  nChanged 264
		SP:Iteration 11Q (7522.690000 sec): 3 clusters
  Score: Raw -1990806.346195 + Penalty 3209.971545 = -1987596.374651
  nChanged 225
		SP:Iteration 12Q (7522.990000 sec): 3 clusters
  Score: Raw -1990922.431162 + Penalty 3209.971545 = -1987712.459617
  nChanged 166
		SP:Iteration 13Q (7523.320000 sec): 3 clusters
  Score: Raw -1990995.421122 + Penalty 3209.971545 = -1987785.449577
  nChanged 127
		SP:Iteration 14Q (7523.570000 sec): 3 clusters
  Score: Raw -1991042.648786 + Penalty 3209.971545 = -1987832.677241
  nChanged 125
		SP:Iteration 15Q (7523.920000 sec): 3 clusters
  Score: Raw -1991086.209031 + Penalty 3209.971545 = -1987876.237487
  nChanged 100
		SP:Iteration 16Q (7524.170000 sec): 3 clusters
  Score: Raw -1991111.653313 + Penalty 3209.971545 = -1987901.681768
  nChanged 76
		SP:Iteration 17Q (7524.420000 sec): 3 clusters
  Score: Raw -1991128.500718 + Penalty 3209.971545 = -1987918.529173
  nChanged 70
		SP:Iteration 18Q (7524.730000 sec): 3 clusters
  Score: Raw -1991144.465053 + Penalty 3209.971545 = -1987934.493508
  nChanged 66
		SP:Iteration 19Q (7524.920000 sec): 3 clusters
  Score: Raw -1991160.760570 + Penalty 3209.971545 = -1987950.789025
  nChanged 57
		SP:Iteration 20F (7525.200000 sec): 3 clusters
  Score: Raw -1991172.834835 + Penalty 3209.971545 = -1987962.863291
  nChanged 62
		SP:Iteration 21Q (7525.410000 sec): 3 clusters
  Score: Raw -1991188.291001 + Penalty 3209.971545 = -1987978.319456
  nChanged 47
		SP:Iteration 22Q (7525.730000 sec): 3 clusters
  Score: Raw -1991199.362434 + Penalty 3209.971545 = -1987989.390890
  nChanged 43
		SP:Iteration 23Q (7525.930000 sec): 3 clusters
  Score: Raw -1991210.564018 + Penalty 3209.971545 = -1988000.592473
  nChanged 41
		SP:Iteration 24Q (7526.240000 sec): 3 clusters
  Score: Raw -1991223.045251 + Penalty 3209.971545 = -1988013.073706
  nChanged 42
		SP:Iteration 25Q (7526.480000 sec): 3 clusters
  Score: Raw -1991235.505780 + Penalty 3209.971545 = -1988025.534236
  nChanged 42
		SP:Iteration 26Q (7526.760000 sec): 3 clusters
  Score: Raw -1991244.234565 + Penalty 3209.971545 = -1988034.263021
  nChanged 28
		SP:Iteration 27Q (7526.970000 sec): 3 clusters
  Score: Raw -1991249.472270 + Penalty 3209.971545 = -1988039.500726
  nChanged 21
		SP:Iteration 28Q (7527.240000 sec): 3 clusters
  Score: Raw -1991254.222099 + Penalty 3209.971545 = -1988044.250555
  nChanged 22
		SP:Iteration 29Q (7527.550000 sec): 3 clusters
  Score: Raw -1991258.212770 + Penalty 3209.971545 = -1988048.241226
  nChanged 18
		SP:Iteration 30Q (7527.820000 sec): 3 clusters
  Score: Raw -1991262.520351 + Penalty 3209.971545 = -1988052.548807
  nChanged 21
		SP:Iteration 31Q (7528.050000 sec): 3 clusters
  Score: Raw -1991265.881088 + Penalty 3209.971545 = -1988055.909544
  nChanged 13
		SP:Iteration 32Q (7528.320000 sec): 3 clusters
  Score: Raw -1991268.430694 + Penalty 3209.971545 = -1988058.459150
  nChanged 11
		SP:Iteration 33Q (7528.550000 sec): 3 clusters
  Score: Raw -1991270.418524 + Penalty 3209.971545 = -1988060.446980
  nChanged 19
		SP:Iteration 34Q (7528.820000 sec): 3 clusters
  Score: Raw -1991274.465987 + Penalty 3209.971545 = -1988064.494443
  nChanged 22
		SP:Iteration 35Q (7529.120000 sec): 3 clusters
  Score: Raw -1991278.760468 + Penalty 3209.971545 = -1988068.788924
  nChanged 12
		SP:Iteration 36Q (7529.360000 sec): 3 clusters
  Score: Raw -1991281.230608 + Penalty 3209.971545 = -1988071.259063
  nChanged 17
		SP:Iteration 37Q (7529.650000 sec): 3 clusters
  Score: Raw -1991285.175461 + Penalty 3209.971545 = -1988075.203916
  nChanged 12
		SP:Iteration 38Q (7529.910000 sec): 3 clusters
  Score: Raw -1991287.659435 + Penalty 3209.971545 = -1988077.687890
  nChanged 10
		SP:Iteration 39Q (7530.190000 sec): 3 clusters
  Score: Raw -1991289.132391 + Penalty 3209.971545 = -1988079.160846
  nChanged 9
		SP:Iteration 40F (7530.470000 sec): 3 clusters
  Score: Raw -1991290.507077 + Penalty 3209.971545 = -1988080.535532
  nChanged 6
		SP:Iteration 41Q (7530.720000 sec): 3 clusters
  Score: Raw -1991291.716111 + Penalty 3209.971545 = -1988081.744567
  nChanged 12
		SP:Iteration 42Q (7530.970000 sec): 3 clusters
  Score: Raw -1991293.668989 + Penalty 3209.971545 = -1988083.697445
  nChanged 11
		SP:Iteration 43Q (7531.220000 sec): 3 clusters
  Score: Raw -1991295.552200 + Penalty 3209.971545 = -1988085.580655
  nChanged 10
		SP:Iteration 44Q (7531.460000 sec): 3 clusters
  Score: Raw -1991297.802121 + Penalty 3209.971545 = -1988087.830577
  nChanged 11
		SP:Iteration 45Q (7531.720000 sec): 3 clusters
  Score: Raw -1991302.173089 + Penalty 3209.971545 = -1988092.201545
  nChanged 12
		SP:Iteration 46Q (7531.980000 sec): 3 clusters
  Score: Raw -1991304.697018 + Penalty 3209.971545 = -1988094.725473
  nChanged 11
		SP:Iteration 47Q (7532.270000 sec): 3 clusters
  Score: Raw -1991305.956418 + Penalty 3209.971545 = -1988095.984873
  nChanged 5
		SP:Iteration 48Q (7532.520000 sec): 3 clusters
  Score: Raw -1991306.989612 + Penalty 3209.971545 = -1988097.018068
  nChanged 7
		SP:Iteration 49Q (7532.760000 sec): 3 clusters
  Score: Raw -1991308.893686 + Penalty 3209.971545 = -1988098.922141
  nChanged 8
		SP:Iteration 50Q (7533.090000 sec): 3 clusters
  Score: Raw -1991309.961466 + Penalty 3209.971545 = -1988099.989921
  nChanged 4
		SP:Iteration 51Q (7533.370000 sec): 3 clusters
  Score: Raw -1991310.492873 + Penalty 3209.971545 = -1988100.521328
  nChanged 1
		SP:Iteration 52Q (7533.590000 sec): 3 clusters
  Score: Raw -1991310.631493 + Penalty 3209.971545 = -1988100.659949
  nChanged 1
		SP:Iteration 53Q (7533.850000 sec): 3 clusters
  Score: Raw -1991310.770982 + Penalty 3209.971545 = -1988100.799438
  nChanged 1
		SP:Iteration 54Q (7534.110000 sec): 3 clusters
  Score: Raw -1991310.940269 + Penalty 3209.971545 = -1988100.968725
  nChanged 2
		SP:Iteration 55Q (7534.430000 sec): 3 clusters
  Score: Raw -1991311.136461 + Penalty 3209.971545 = -1988101.164917
  nChanged 0
		SP:Iteration 56F (7534.660000 sec): 3 clusters
  Score: Raw -1991311.136461 + Penalty 3209.971545 = -1988101.164917
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (48640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7534.920000 sec): 2 clusters
  Score: Raw -5229785.650797 + Penalty 1753.732746 = -5228031.918050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7535.330000 sec): 3 clusters
  Score: Raw -5199071.708772 + Penalty 3507.465493 = -5195564.243279
  nChanged 22699
		SP:Iteration 1F (7535.700000 sec): 3 clusters
  Score: Raw -5211929.062871 + Penalty 3507.465493 = -5208421.597378
  nChanged 2069
		SP:Iteration 2Q (7536.090000 sec): 3 clusters
  Score: Raw -5212608.663740 + Penalty 3507.465493 = -5209101.198248
  nChanged 2191
		SP:Iteration 3Q (7536.520000 sec): 3 clusters
  Score: Raw -5213452.456460 + Penalty 3507.465493 = -5209944.990967
  nChanged 2396
		SP:Iteration 4Q (7536.990000 sec): 3 clusters
  Score: Raw -5214554.899476 + Penalty 3507.465493 = -5211047.433983
  nChanged 2649
		SP:Iteration 5F (7537.330000 sec): 3 clusters
  Score: Raw -5216084.879253 + Penalty 3507.465493 = -5212577.413760
  nChanged 3042
		SP:Iteration 6F (7537.730000 sec): 3 clusters
  Score: Raw -5218228.732654 + Penalty 3507.465493 = -5214721.267161
  nChanged 3151
		SP:Iteration 7F (7538.170000 sec): 3 clusters
  Score: Raw -5220657.667014 + Penalty 3507.465493 = -5217150.201521
  nChanged 2814
		SP:Iteration 8F (7538.570000 sec): 3 clusters
  Score: Raw -5222998.601100 + Penalty 3507.465493 = -5219491.135607
  nChanged 2365
		SP:Iteration 9Q (7538.980000 sec): 3 clusters
  Score: Raw -5225028.031356 + Penalty 3507.465493 = -5221520.565864
  nChanged 1740
		SP:Iteration 10Q (7539.390000 sec): 3 clusters
  Score: Raw -5226414.370564 + Penalty 3507.465493 = -5222906.905071
  nChanged 1221
		SP:Iteration 11Q (7539.860000 sec): 3 clusters
  Score: Raw -5227336.583914 + Penalty 3507.465493 = -5223829.118421
  nChanged 895
		SP:Iteration 12Q (7540.250000 sec): 3 clusters
  Score: Raw -5227976.342622 + Penalty 3507.465493 = -5224468.877130
  nChanged 688
		SP:Iteration 13Q (7540.710000 sec): 3 clusters
  Score: Raw -5228435.443454 + Penalty 3507.465493 = -5224927.977961
  nChanged 537
		SP:Iteration 14Q (7541.130000 sec): 3 clusters
  Score: Raw -5228794.748532 + Penalty 3507.465493 = -5225287.283039
  nChanged 448
		SP:Iteration 15Q (7541.470000 sec): 3 clusters
  Score: Raw -5229095.483357 + Penalty 3507.465493 = -5225588.017864
  nChanged 344
		SP:Iteration 16Q (7541.880000 sec): 3 clusters
  Score: Raw -5229316.812530 + Penalty 3507.465493 = -5225809.347037
  nChanged 278
		SP:Iteration 17Q (7542.290000 sec): 3 clusters
  Score: Raw -5229500.110717 + Penalty 3507.465493 = -5225992.645224
  nChanged 202
		SP:Iteration 18Q (7542.650000 sec): 3 clusters
  Score: Raw -5229642.761756 + Penalty 3507.465493 = -5226135.296263
  nChanged 163
		SP:Iteration 19Q (7542.990000 sec): 3 clusters
  Score: Raw -5229765.346783 + Penalty 3507.465493 = -5226257.881290
  nChanged 124
		SP:Iteration 20F (7543.350000 sec): 3 clusters
  Score: Raw -5229856.483115 + Penalty 3507.465493 = -5226349.017622
  nChanged 61
		SP:Iteration 21Q (7543.630000 sec): 3 clusters
  Score: Raw -5229892.264821 + Penalty 3507.465493 = -5226384.799328
  nChanged 43
		SP:Iteration 22Q (7543.990000 sec): 3 clusters
  Score: Raw -5229923.260530 + Penalty 3507.465493 = -5226415.795037
  nChanged 33
		SP:Iteration 23Q (7544.330000 sec): 3 clusters
  Score: Raw -5229941.756077 + Penalty 3507.465493 = -5226434.290584
  nChanged 29
		SP:Iteration 24Q (7544.710000 sec): 3 clusters
  Score: Raw -5229959.877712 + Penalty 3507.465493 = -5226452.412219
  nChanged 23
		SP:Iteration 25Q (7545.030000 sec): 3 clusters
  Score: Raw -5229976.413320 + Penalty 3507.465493 = -5226468.947827
  nChanged 17
		SP:Iteration 26Q (7545.480000 sec): 3 clusters
  Score: Raw -5229987.253544 + Penalty 3507.465493 = -5226479.788051
  nChanged 11
		SP:Iteration 27Q (7545.930000 sec): 3 clusters
  Score: Raw -5229992.839384 + Penalty 3507.465493 = -5226485.373891
  nChanged 5
		SP:Iteration 28Q (7546.250000 sec): 3 clusters
  Score: Raw -5229995.992473 + Penalty 3507.465493 = -5226488.526980
  nChanged 3
		SP:Iteration 29Q (7546.650000 sec): 3 clusters
  Score: Raw -5229997.282489 + Penalty 3507.465493 = -5226489.816996
  nChanged 3
		SP:Iteration 30Q (7546.970000 sec): 3 clusters
  Score: Raw -5229999.293581 + Penalty 3507.465493 = -5226491.828088
  nChanged 7
		SP:Iteration 31Q (7547.380000 sec): 3 clusters
  Score: Raw -5230002.613293 + Penalty 3507.465493 = -5226495.147800
  nChanged 4
		SP:Iteration 32Q (7547.750000 sec): 3 clusters
  Score: Raw -5230004.240329 + Penalty 3507.465493 = -5226496.774836
  nChanged 1
		SP:Iteration 33Q (7548.230000 sec): 3 clusters
  Score: Raw -5230004.746343 + Penalty 3507.465493 = -5226497.280850
  nChanged 0
		SP:Iteration 34F (7548.630000 sec): 3 clusters
  Score: Raw -5230004.746343 + Penalty 3507.465493 = -5226497.280850
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (4051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7548.770000 sec): 2 clusters
  Score: Raw -389846.516580 + Penalty 1349.841845 = -388496.674735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7548.930000 sec): 3 clusters
  Score: Raw -387841.406468 + Penalty 2699.683689 = -385141.722779
  nChanged 1610
		SP:Iteration 1F (7549.150000 sec): 3 clusters
  Score: Raw -388901.495824 + Penalty 2699.683689 = -386201.812135
  nChanged 378
		SP:Iteration 2F (7549.380000 sec): 3 clusters
  Score: Raw -389249.475991 + Penalty 2699.683689 = -386549.792302
  nChanged 309
		SP:Iteration 3F (7549.590000 sec): 3 clusters
  Score: Raw -389535.847415 + Penalty 2699.683689 = -386836.163726
  nChanged 274
		SP:Iteration 4F (7549.830000 sec): 3 clusters
  Score: Raw -389765.228486 + Penalty 2699.683689 = -387065.544797
  nChanged 212
		SP:Iteration 5F (7550.050000 sec): 3 clusters
  Score: Raw -389958.196059 + Penalty 2699.683689 = -387258.512370
  nChanged 176
		SP:Iteration 6Q (7550.270000 sec): 3 clusters
  Score: Raw -390099.016683 + Penalty 2699.683689 = -387399.332994
  nChanged 161
		SP:Iteration 7Q (7550.470000 sec): 3 clusters
  Score: Raw -390226.308875 + Penalty 2699.683689 = -387526.625186
  nChanged 163
		SP:Iteration 8Q (7550.630000 sec): 3 clusters
  Score: Raw -390377.066202 + Penalty 2699.683689 = -387677.382513
  nChanged 171
		SP:Iteration 9Q (7550.850000 sec): 3 clusters
  Score: Raw -390537.897538 + Penalty 2699.683689 = -387838.213849
  nChanged 130
		SP:Iteration 10Q (7551.030000 sec): 3 clusters
  Score: Raw -390641.216070 + Penalty 2699.683689 = -387941.532381
  nChanged 104
		SP:Iteration 11Q (7551.220000 sec): 3 clusters
  Score: Raw -390718.386499 + Penalty 2699.683689 = -388018.702810
  nChanged 78
		SP:Iteration 12Q (7551.450000 sec): 3 clusters
  Score: Raw -390782.604313 + Penalty 2699.683689 = -388082.920624
  nChanged 67
		SP:Iteration 13Q (7551.620000 sec): 3 clusters
  Score: Raw -390830.992034 + Penalty 2699.683689 = -388131.308345
  nChanged 55
		SP:Iteration 14Q (7551.820000 sec): 3 clusters
  Score: Raw -390859.484906 + Penalty 2699.683689 = -388159.801217
  nChanged 37
		SP:Iteration 15Q (7552.030000 sec): 3 clusters
  Score: Raw -390874.888309 + Penalty 2699.683689 = -388175.204620
  nChanged 16
		SP:Iteration 16Q (7552.260000 sec): 3 clusters
  Score: Raw -390880.420996 + Penalty 2699.683689 = -388180.737307
  nChanged 17
		SP:Iteration 17Q (7552.430000 sec): 3 clusters
  Score: Raw -390886.525884 + Penalty 2699.683689 = -388186.842195
  nChanged 5
		SP:Iteration 18Q (7552.640000 sec): 3 clusters
  Score: Raw -390887.616652 + Penalty 2699.683689 = -388187.932963
  nChanged 5
		SP:Iteration 19Q (7552.810000 sec): 3 clusters
  Score: Raw -390888.471650 + Penalty 2699.683689 = -388188.787961
  nChanged 3
		SP:Iteration 20F (7553.010000 sec): 3 clusters
  Score: Raw -390889.195067 + Penalty 2699.683689 = -388189.511378
  nChanged 1
		SP:Iteration 21Q (7553.200000 sec): 3 clusters
  Score: Raw -390889.379655 + Penalty 2699.683689 = -388189.695966
  nChanged 1
		SP:Iteration 22Q (7553.400000 sec): 3 clusters
  Score: Raw -390889.910390 + Penalty 2699.683689 = -388190.226701
  nChanged 2
		SP:Iteration 23Q (7553.590000 sec): 3 clusters
  Score: Raw -390890.128486 + Penalty 2699.683689 = -388190.444797
  nChanged 1
		SP:Iteration 24Q (7553.780000 sec): 3 clusters
  Score: Raw -390890.172760 + Penalty 2699.683689 = -388190.489071
  nChanged 0
		SP:Iteration 25F (7553.970000 sec): 3 clusters
  Score: Raw -390890.172760 + Penalty 2699.683689 = -388190.489071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7554.070000 sec): 2 clusters
  Score: Raw -350162.108724 + Penalty 1324.544804 = -348837.563921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7554.270000 sec): 3 clusters
  Score: Raw -348523.633739 + Penalty 2649.089607 = -345874.544132
  nChanged 1247
		SP:Iteration 1F (7554.450000 sec): 3 clusters
  Score: Raw -349315.210937 + Penalty 2649.089607 = -346666.121329
  nChanged 295
		SP:Iteration 2F (7554.690000 sec): 3 clusters
  Score: Raw -349517.182675 + Penalty 2649.089607 = -346868.093067
  nChanged 189
		SP:Iteration 3F (7554.850000 sec): 3 clusters
  Score: Raw -349650.730085 + Penalty 2649.089607 = -347001.640478
  nChanged 190
		SP:Iteration 4F (7555.050000 sec): 3 clusters
  Score: Raw -349810.538099 + Penalty 2649.089607 = -347161.448491
  nChanged 183
		SP:Iteration 5F (7555.200000 sec): 3 clusters
  Score: Raw -349975.807462 + Penalty 2649.089607 = -347326.717855
  nChanged 176
		SP:Iteration 6F (7555.410000 sec): 3 clusters
  Score: Raw -350142.408721 + Penalty 2649.089607 = -347493.319113
  nChanged 159
		SP:Iteration 7Q (7555.570000 sec): 3 clusters
  Score: Raw -350292.637185 + Penalty 2649.089607 = -347643.547578
  nChanged 158
		SP:Iteration 8Q (7555.750000 sec): 3 clusters
  Score: Raw -350405.539253 + Penalty 2649.089607 = -347756.449645
  nChanged 116
		SP:Iteration 9Q (7555.990000 sec): 3 clusters
  Score: Raw -350486.094198 + Penalty 2649.089607 = -347837.004591
  nChanged 86
		SP:Iteration 10Q (7556.210000 sec): 3 clusters
  Score: Raw -350532.057724 + Penalty 2649.089607 = -347882.968116
  nChanged 68
		SP:Iteration 11Q (7556.390000 sec): 3 clusters
  Score: Raw -350564.794147 + Penalty 2649.089607 = -347915.704540
  nChanged 36
		SP:Iteration 12Q (7556.630000 sec): 3 clusters
  Score: Raw -350580.460188 + Penalty 2649.089607 = -347931.370580
  nChanged 33
		SP:Iteration 13Q (7556.790000 sec): 3 clusters
  Score: Raw -350597.574774 + Penalty 2649.089607 = -347948.485166
  nChanged 29
		SP:Iteration 14Q (7556.950000 sec): 3 clusters
  Score: Raw -350606.570636 + Penalty 2649.089607 = -347957.481029
  nChanged 28
		SP:Iteration 15Q (7557.160000 sec): 3 clusters
  Score: Raw -350616.200372 + Penalty 2649.089607 = -347967.110765
  nChanged 21
		SP:Iteration 16Q (7557.370000 sec): 3 clusters
  Score: Raw -350622.717039 + Penalty 2649.089607 = -347973.627431
  nChanged 16
		SP:Iteration 17Q (7557.580000 sec): 3 clusters
  Score: Raw -350627.581129 + Penalty 2649.089607 = -347978.491521
  nChanged 11
		SP:Iteration 18Q (7557.730000 sec): 3 clusters
  Score: Raw -350631.164122 + Penalty 2649.089607 = -347982.074515
  nChanged 14
		SP:Iteration 19Q (7557.940000 sec): 3 clusters
  Score: Raw -350634.942000 + Penalty 2649.089607 = -347985.852393
  nChanged 15
		SP:Iteration 20F (7558.130000 sec): 3 clusters
  Score: Raw -350640.297703 + Penalty 2649.089607 = -347991.208095
  nChanged 14
		SP:Iteration 21Q (7558.360000 sec): 3 clusters
  Score: Raw -350643.576928 + Penalty 2649.089607 = -347994.487320
  nChanged 10
		SP:Iteration 22Q (7558.600000 sec): 3 clusters
  Score: Raw -350647.061693 + Penalty 2649.089607 = -347997.972085
  nChanged 8
		SP:Iteration 23Q (7558.760000 sec): 3 clusters
  Score: Raw -350649.765597 + Penalty 2649.089607 = -348000.675990
  nChanged 10
		SP:Iteration 24Q (7558.970000 sec): 3 clusters
  Score: Raw -350652.724222 + Penalty 2649.089607 = -348003.634615
  nChanged 8
		SP:Iteration 25Q (7559.210000 sec): 3 clusters
  Score: Raw -350655.922185 + Penalty 2649.089607 = -348006.832577
  nChanged 12
		SP:Iteration 26Q (7559.400000 sec): 3 clusters
  Score: Raw -350662.718576 + Penalty 2649.089607 = -348013.628969
  nChanged 13
		SP:Iteration 27Q (7559.600000 sec): 3 clusters
  Score: Raw -350665.351301 + Penalty 2649.089607 = -348016.261694
  nChanged 6
		SP:Iteration 28Q (7559.760000 sec): 3 clusters
  Score: Raw -350667.043613 + Penalty 2649.089607 = -348017.954006
  nChanged 5
		SP:Iteration 29Q (7559.920000 sec): 3 clusters
  Score: Raw -350668.511209 + Penalty 2649.089607 = -348019.421601
  nChanged 5
		SP:Iteration 30Q (7560.130000 sec): 3 clusters
  Score: Raw -350670.873988 + Penalty 2649.089607 = -348021.784381
  nChanged 7
		SP:Iteration 31Q (7560.370000 sec): 3 clusters
  Score: Raw -350673.144983 + Penalty 2649.089607 = -348024.055375
  nChanged 5
		SP:Iteration 32Q (7560.510000 sec): 3 clusters
  Score: Raw -350674.665095 + Penalty 2649.089607 = -348025.575487
  nChanged 5
		SP:Iteration 33Q (7560.770000 sec): 3 clusters
  Score: Raw -350675.601511 + Penalty 2649.089607 = -348026.511904
  nChanged 3
		SP:Iteration 34Q (7560.990000 sec): 3 clusters
  Score: Raw -350676.517413 + Penalty 2649.089607 = -348027.427806
  nChanged 4
		SP:Iteration 35Q (7561.210000 sec): 3 clusters
  Score: Raw -350678.059375 + Penalty 2649.089607 = -348028.969768
  nChanged 2
		SP:Iteration 36Q (7561.400000 sec): 3 clusters
  Score: Raw -350678.269299 + Penalty 2649.089607 = -348029.179691
  nChanged 1
		SP:Iteration 37Q (7561.600000 sec): 3 clusters
  Score: Raw -350678.638858 + Penalty 2649.089607 = -348029.549251
  nChanged 0
		SP:Iteration 38F (7561.780000 sec): 3 clusters
  Score: Raw -350678.638858 + Penalty 2649.089607 = -348029.549251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (139923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7562.460000 sec): 2 clusters
  Score: Raw -14634053.011534 + Penalty 1925.437727 = -14632127.573807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7563.170000 sec): 3 clusters
  Score: Raw -14542240.070539 + Penalty 3850.875454 = -14538389.195085
  nChanged 67332
		SP:Iteration 1F (7563.930000 sec): 3 clusters
  Score: Raw -14582564.458813 + Penalty 3850.875454 = -14578713.583359
  nChanged 5223
		SP:Iteration 2Q (7564.730000 sec): 3 clusters
  Score: Raw -14584152.173990 + Penalty 3850.875454 = -14580301.298536
  nChanged 5891
		SP:Iteration 3Q (7565.520000 sec): 3 clusters
  Score: Raw -14586299.014707 + Penalty 3850.875454 = -14582448.139254
  nChanged 6696
		SP:Iteration 4Q (7566.320000 sec): 3 clusters
  Score: Raw -14589229.667114 + Penalty 3850.875454 = -14585378.791660
  nChanged 7485
		SP:Iteration 5F (7567.060000 sec): 3 clusters
  Score: Raw -14592930.645457 + Penalty 3850.875454 = -14589079.770004
  nChanged 7990
		SP:Iteration 6F (7567.810000 sec): 3 clusters
  Score: Raw -14597436.256773 + Penalty 3850.875454 = -14593585.381319
  nChanged 8258
		SP:Iteration 7F (7568.590000 sec): 3 clusters
  Score: Raw -14602488.096813 + Penalty 3850.875454 = -14598637.221359
  nChanged 7905
		SP:Iteration 8F (7569.400000 sec): 3 clusters
  Score: Raw -14607559.439089 + Penalty 3850.875454 = -14603708.563635
  nChanged 7093
		SP:Iteration 9F (7570.160000 sec): 3 clusters
  Score: Raw -14611954.178630 + Penalty 3850.875454 = -14608103.303176
  nChanged 5819
		SP:Iteration 10Q (7570.970000 sec): 3 clusters
  Score: Raw -14615128.368125 + Penalty 3850.875454 = -14611277.492671
  nChanged 4494
		SP:Iteration 11Q (7571.740000 sec): 3 clusters
  Score: Raw -14617207.550591 + Penalty 3850.875454 = -14613356.675137
  nChanged 3525
		SP:Iteration 12Q (7572.510000 sec): 3 clusters
  Score: Raw -14618734.661643 + Penalty 3850.875454 = -14614883.786189
  nChanged 3087
		SP:Iteration 13Q (7573.330000 sec): 3 clusters
  Score: Raw -14620033.435116 + Penalty 3850.875454 = -14616182.559662
  nChanged 2901
		SP:Iteration 14Q (7574.130000 sec): 3 clusters
  Score: Raw -14621279.133603 + Penalty 3850.875454 = -14617428.258149
  nChanged 2772
		SP:Iteration 15Q (7574.910000 sec): 3 clusters
  Score: Raw -14622479.369864 + Penalty 3850.875454 = -14618628.494410
  nChanged 2651
		SP:Iteration 16Q (7575.760000 sec): 3 clusters
  Score: Raw -14623678.027708 + Penalty 3850.875454 = -14619827.152254
  nChanged 2579
		SP:Iteration 17Q (7576.530000 sec): 3 clusters
  Score: Raw -14624898.878891 + Penalty 3850.875454 = -14621048.003437
  nChanged 2463
		SP:Iteration 18Q (7577.310000 sec): 3 clusters
  Score: Raw -14626094.232900 + Penalty 3850.875454 = -14622243.357446
  nChanged 2371
		SP:Iteration 19Q (7578.130000 sec): 3 clusters
  Score: Raw -14627282.921876 + Penalty 3850.875454 = -14623432.046422
  nChanged 2278
		SP:Iteration 20F (7578.950000 sec): 3 clusters
  Score: Raw -14628491.496135 + Penalty 3850.875454 = -14624640.620681
  nChanged 2113
		SP:Iteration 21Q (7579.720000 sec): 3 clusters
  Score: Raw -14629645.437785 + Penalty 3850.875454 = -14625794.562332
  nChanged 1891
		SP:Iteration 22Q (7580.500000 sec): 3 clusters
  Score: Raw -14630736.714263 + Penalty 3850.875454 = -14626885.838809
  nChanged 1803
		SP:Iteration 23Q (7581.280000 sec): 3 clusters
  Score: Raw -14631835.026619 + Penalty 3850.875454 = -14627984.151165
  nChanged 1573
		SP:Iteration 24Q (7581.990000 sec): 3 clusters
  Score: Raw -14632740.802867 + Penalty 3850.875454 = -14628889.927413
  nChanged 1310
		SP:Iteration 25Q (7582.740000 sec): 3 clusters
  Score: Raw -14633422.364634 + Penalty 3850.875454 = -14629571.489180
  nChanged 1081
		SP:Iteration 26Q (7583.520000 sec): 3 clusters
  Score: Raw -14633955.440565 + Penalty 3850.875454 = -14630104.565111
  nChanged 957
		SP:Iteration 27Q (7584.330000 sec): 3 clusters
  Score: Raw -14634393.351326 + Penalty 3850.875454 = -14630542.475872
  nChanged 811
		SP:Iteration 28Q (7585.000000 sec): 3 clusters
  Score: Raw -14634729.690261 + Penalty 3850.875454 = -14630878.814807
  nChanged 681
		SP:Iteration 29Q (7585.630000 sec): 3 clusters
  Score: Raw -14634986.328538 + Penalty 3850.875454 = -14631135.453084
  nChanged 581
		SP:Iteration 30Q (7586.320000 sec): 3 clusters
  Score: Raw -14635189.694098 + Penalty 3850.875454 = -14631338.818644
  nChanged 486
		SP:Iteration 31Q (7587.060000 sec): 3 clusters
  Score: Raw -14635342.912908 + Penalty 3850.875454 = -14631492.037454
  nChanged 403
		SP:Iteration 32Q (7587.800000 sec): 3 clusters
  Score: Raw -14635452.967886 + Penalty 3850.875454 = -14631602.092432
  nChanged 355
		SP:Iteration 33Q (7588.530000 sec): 3 clusters
  Score: Raw -14635540.857483 + Penalty 3850.875454 = -14631689.982029
  nChanged 308
		SP:Iteration 34Q (7589.190000 sec): 3 clusters
  Score: Raw -14635617.844348 + Penalty 3850.875454 = -14631766.968894
  nChanged 276
		SP:Iteration 35Q (7589.880000 sec): 3 clusters
  Score: Raw -14635685.753883 + Penalty 3850.875454 = -14631834.878429
  nChanged 250
		SP:Iteration 36Q (7590.620000 sec): 3 clusters
  Score: Raw -14635744.907244 + Penalty 3850.875454 = -14631894.031790
  nChanged 205
		SP:Iteration 37Q (7591.310000 sec): 3 clusters
  Score: Raw -14635786.542522 + Penalty 3850.875454 = -14631935.667068
  nChanged 171
		SP:Iteration 38Q (7592.080000 sec): 3 clusters
  Score: Raw -14635819.814434 + Penalty 3850.875454 = -14631968.938980
  nChanged 142
		SP:Iteration 39Q (7592.820000 sec): 3 clusters
  Score: Raw -14635843.030115 + Penalty 3850.875454 = -14631992.154661
  nChanged 113
		SP:Iteration 40F (7593.570000 sec): 3 clusters
  Score: Raw -14635858.894763 + Penalty 3850.875454 = -14632008.019309
  nChanged 92
		SP:Iteration 41Q (7594.280000 sec): 3 clusters
  Score: Raw -14635872.456419 + Penalty 3850.875454 = -14632021.580965
  nChanged 89
		SP:Iteration 42Q (7595.010000 sec): 3 clusters
  Score: Raw -14635886.213496 + Penalty 3850.875454 = -14632035.338042
  nChanged 83
		SP:Iteration 43Q (7595.720000 sec): 3 clusters
  Score: Raw -14635897.953441 + Penalty 3850.875454 = -14632047.077987
  nChanged 71
		SP:Iteration 44Q (7596.430000 sec): 3 clusters
  Score: Raw -14635907.241937 + Penalty 3850.875454 = -14632056.366483
  nChanged 48
		SP:Iteration 45Q (7597.130000 sec): 3 clusters
  Score: Raw -14635912.748785 + Penalty 3850.875454 = -14632061.873332
  nChanged 31
		SP:Iteration 46Q (7597.830000 sec): 3 clusters
  Score: Raw -14635915.790900 + Penalty 3850.875454 = -14632064.915446
  nChanged 40
		SP:Iteration 47Q (7598.490000 sec): 3 clusters
  Score: Raw -14635919.860753 + Penalty 3850.875454 = -14632068.985300
  nChanged 33
		SP:Iteration 48Q (7599.210000 sec): 3 clusters
  Score: Raw -14635922.889817 + Penalty 3850.875454 = -14632072.014363
  nChanged 29
		SP:Iteration 49Q (7599.960000 sec): 3 clusters
  Score: Raw -14635925.880599 + Penalty 3850.875454 = -14632075.005145
  nChanged 32
		SP:Iteration 50Q (7600.640000 sec): 3 clusters
  Score: Raw -14635929.807806 + Penalty 3850.875454 = -14632078.932353
  nChanged 24
		SP:Iteration 51Q (7601.310000 sec): 3 clusters
  Score: Raw -14635932.235605 + Penalty 3850.875454 = -14632081.360151
  nChanged 31
		SP:Iteration 52Q (7601.990000 sec): 3 clusters
  Score: Raw -14635935.566433 + Penalty 3850.875454 = -14632084.690979
  nChanged 30
		SP:Iteration 53Q (7602.670000 sec): 3 clusters
  Score: Raw -14635939.000469 + Penalty 3850.875454 = -14632088.125015
  nChanged 23
		SP:Iteration 54Q (7603.420000 sec): 3 clusters
  Score: Raw -14635941.044841 + Penalty 3850.875454 = -14632090.169387
  nChanged 20
		SP:Iteration 55Q (7604.140000 sec): 3 clusters
  Score: Raw -14635942.711900 + Penalty 3850.875454 = -14632091.836446
  nChanged 16
		SP:Iteration 56Q (7604.840000 sec): 3 clusters
  Score: Raw -14635944.444060 + Penalty 3850.875454 = -14632093.568606
  nChanged 22
		SP:Iteration 57Q (7605.500000 sec): 3 clusters
  Score: Raw -14635946.212394 + Penalty 3850.875454 = -14632095.336941
  nChanged 13
		SP:Iteration 58Q (7606.200000 sec): 3 clusters
  Score: Raw -14635947.260598 + Penalty 3850.875454 = -14632096.385144
  nChanged 10
		SP:Iteration 59Q (7606.890000 sec): 3 clusters
  Score: Raw -14635947.929708 + Penalty 3850.875454 = -14632097.054254
  nChanged 7
		SP:Iteration 60F (7607.600000 sec): 3 clusters
  Score: Raw -14635948.369379 + Penalty 3850.875454 = -14632097.493925
  nChanged 6
		SP:Iteration 61Q (7608.260000 sec): 3 clusters
  Score: Raw -14635948.857368 + Penalty 3850.875454 = -14632097.981914
  nChanged 3
		SP:Iteration 62Q (7608.920000 sec): 3 clusters
  Score: Raw -14635948.990024 + Penalty 3850.875454 = -14632098.114570
  nChanged 0
		SP:Iteration 63F (7609.680000 sec): 3 clusters
  Score: Raw -14635948.990024 + Penalty 3850.875454 = -14632098.114570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7609.860000 sec): 2 clusters
  Score: Raw -25413.577337 + Penalty 924.683411 = -24488.893926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7610.020000 sec): 3 clusters
  Score: Raw -25533.158097 + Penalty 1849.366823 = -23683.791274
  nChanged 72
		SP:Iteration 1F (7610.230000 sec): 3 clusters
  Score: Raw -25714.678063 + Penalty 1849.366823 = -23865.311240
  nChanged 28
		SP:Iteration 2F (7610.390000 sec): 3 clusters
  Score: Raw -25809.617719 + Penalty 1849.366823 = -23960.250897
  nChanged 20
		SP:Iteration 3F (7610.620000 sec): 3 clusters
  Score: Raw -25885.875607 + Penalty 1849.366823 = -24036.508784
  nChanged 12
		SP:Iteration 4Q (7610.860000 sec): 3 clusters
  Score: Raw -25920.014319 + Penalty 1849.366823 = -24070.647497
  nChanged 7
		SP:Iteration 5Q (7611.020000 sec): 3 clusters
  Score: Raw -25944.721309 + Penalty 1849.366823 = -24095.354486
  nChanged 7
		SP:Iteration 6Q (7611.270000 sec): 3 clusters
  Score: Raw -25971.633056 + Penalty 1849.366823 = -24122.266233
  nChanged 4
		SP:Iteration 7Q (7611.440000 sec): 3 clusters
  Score: Raw -25986.831370 + Penalty 1849.366823 = -24137.464547
  nChanged 0
		SP:Iteration 8F (7611.660000 sec): 3 clusters
  Score: Raw -25986.831370 + Penalty 1849.366823 = -24137.464547
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (6927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7611.760000 sec): 2 clusters
  Score: Raw -749775.065522 + Penalty 1437.017091 = -748338.048431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7611.990000 sec): 3 clusters
  Score: Raw -746021.919855 + Penalty 2874.034182 = -743147.885673
  nChanged 2911
		SP:Iteration 1F (7612.200000 sec): 3 clusters
  Score: Raw -747641.153726 + Penalty 2874.034182 = -744767.119544
  nChanged 458
		SP:Iteration 2F (7612.460000 sec): 3 clusters
  Score: Raw -747874.277879 + Penalty 2874.034182 = -745000.243697
  nChanged 388
		SP:Iteration 3F (7612.670000 sec): 3 clusters
  Score: Raw -748073.663265 + Penalty 2874.034182 = -745199.629083
  nChanged 314
		SP:Iteration 4Q (7612.900000 sec): 3 clusters
  Score: Raw -748240.242036 + Penalty 2874.034182 = -745366.207854
  nChanged 314
		SP:Iteration 5Q (7613.110000 sec): 3 clusters
  Score: Raw -748419.192740 + Penalty 2874.034182 = -745545.158558
  nChanged 293
		SP:Iteration 6Q (7613.360000 sec): 3 clusters
  Score: Raw -748597.245875 + Penalty 2874.034182 = -745723.211693
  nChanged 299
		SP:Iteration 7Q (7613.570000 sec): 3 clusters
  Score: Raw -748779.475398 + Penalty 2874.034182 = -745905.441216
  nChanged 304
		SP:Iteration 8Q (7613.830000 sec): 3 clusters
  Score: Raw -748944.626910 + Penalty 2874.034182 = -746070.592728
  nChanged 256
		SP:Iteration 9Q (7614.060000 sec): 3 clusters
  Score: Raw -749063.464196 + Penalty 2874.034182 = -746189.430014
  nChanged 217
		SP:Iteration 10Q (7614.290000 sec): 3 clusters
  Score: Raw -749154.668549 + Penalty 2874.034182 = -746280.634367
  nChanged 193
		SP:Iteration 11Q (7614.520000 sec): 3 clusters
  Score: Raw -749229.829195 + Penalty 2874.034182 = -746355.795013
  nChanged 168
		SP:Iteration 12Q (7614.760000 sec): 3 clusters
  Score: Raw -749286.188008 + Penalty 2874.034182 = -746412.153826
  nChanged 122
		SP:Iteration 13Q (7614.980000 sec): 3 clusters
  Score: Raw -749328.133458 + Penalty 2874.034182 = -746454.099276
  nChanged 120
		SP:Iteration 14Q (7615.180000 sec): 3 clusters
  Score: Raw -749370.543754 + Penalty 2874.034182 = -746496.509572
  nChanged 101
		SP:Iteration 15Q (7615.380000 sec): 3 clusters
  Score: Raw -749401.799433 + Penalty 2874.034182 = -746527.765251
  nChanged 89
		SP:Iteration 16Q (7615.600000 sec): 3 clusters
  Score: Raw -749426.475100 + Penalty 2874.034182 = -746552.440919
  nChanged 76
		SP:Iteration 17Q (7615.840000 sec): 3 clusters
  Score: Raw -749446.822671 + Penalty 2874.034182 = -746572.788489
  nChanged 68
		SP:Iteration 18Q (7616.040000 sec): 3 clusters
  Score: Raw -749464.820610 + Penalty 2874.034182 = -746590.786428
  nChanged 68
		SP:Iteration 19Q (7616.240000 sec): 3 clusters
  Score: Raw -749482.014957 + Penalty 2874.034182 = -746607.980775
  nChanged 61
		SP:Iteration 20F (7616.460000 sec): 3 clusters
  Score: Raw -749496.436040 + Penalty 2874.034182 = -746622.401858
  nChanged 68
		SP:Iteration 21Q (7616.680000 sec): 3 clusters
  Score: Raw -749510.653031 + Penalty 2874.034182 = -746636.618849
  nChanged 43
		SP:Iteration 22Q (7616.930000 sec): 3 clusters
  Score: Raw -749520.174680 + Penalty 2874.034182 = -746646.140499
  nChanged 41
		SP:Iteration 23Q (7617.090000 sec): 3 clusters
  Score: Raw -749529.139241 + Penalty 2874.034182 = -746655.105059
  nChanged 39
		SP:Iteration 24Q (7617.320000 sec): 3 clusters
  Score: Raw -749538.912317 + Penalty 2874.034182 = -746664.878135
  nChanged 33
		SP:Iteration 25Q (7617.560000 sec): 3 clusters
  Score: Raw -749546.207364 + Penalty 2874.034182 = -746672.173182
  nChanged 28
		SP:Iteration 26Q (7617.730000 sec): 3 clusters
  Score: Raw -749552.799943 + Penalty 2874.034182 = -746678.765762
  nChanged 36
		SP:Iteration 27Q (7617.940000 sec): 3 clusters
  Score: Raw -749561.308625 + Penalty 2874.034182 = -746687.274443
  nChanged 35
		SP:Iteration 28Q (7618.150000 sec): 3 clusters
  Score: Raw -749569.195268 + Penalty 2874.034182 = -746695.161086
  nChanged 35
		SP:Iteration 29Q (7618.330000 sec): 3 clusters
  Score: Raw -749579.326300 + Penalty 2874.034182 = -746705.292118
  nChanged 36
		SP:Iteration 30Q (7618.550000 sec): 3 clusters
  Score: Raw -749587.622162 + Penalty 2874.034182 = -746713.587980
  nChanged 34
		SP:Iteration 31Q (7618.800000 sec): 3 clusters
  Score: Raw -749595.961047 + Penalty 2874.034182 = -746721.926865
  nChanged 36
		SP:Iteration 32Q (7618.990000 sec): 3 clusters
  Score: Raw -749606.167007 + Penalty 2874.034182 = -746732.132825
  nChanged 37
		SP:Iteration 33Q (7619.210000 sec): 3 clusters
  Score: Raw -749615.989698 + Penalty 2874.034182 = -746741.955516
  nChanged 42
		SP:Iteration 34Q (7619.460000 sec): 3 clusters
  Score: Raw -749628.075610 + Penalty 2874.034182 = -746754.041429
  nChanged 41
		SP:Iteration 35Q (7619.690000 sec): 3 clusters
  Score: Raw -749639.176223 + Penalty 2874.034182 = -746765.142041
  nChanged 42
		SP:Iteration 36Q (7619.880000 sec): 3 clusters
  Score: Raw -749654.377001 + Penalty 2874.034182 = -746780.342819
  nChanged 56
		SP:Iteration 37Q (7620.110000 sec): 3 clusters
  Score: Raw -749672.498593 + Penalty 2874.034182 = -746798.464411
  nChanged 60
		SP:Iteration 38Q (7620.320000 sec): 3 clusters
  Score: Raw -749693.389104 + Penalty 2874.034182 = -746819.354922
  nChanged 65
		SP:Iteration 39Q (7620.540000 sec): 3 clusters
  Score: Raw -749720.956585 + Penalty 2874.034182 = -746846.922403
  nChanged 82
		SP:Iteration 40F (7620.720000 sec): 3 clusters
  Score: Raw -749755.291017 + Penalty 2874.034182 = -746881.256835
  nChanged 72
		SP:Iteration 41Q (7620.900000 sec): 3 clusters
  Score: Raw -749782.630699 + Penalty 2874.034182 = -746908.596517
  nChanged 66
		SP:Iteration 42Q (7621.080000 sec): 3 clusters
  Score: Raw -749807.787509 + Penalty 2874.034182 = -746933.753327
  nChanged 66
		SP:Iteration 43Q (7621.300000 sec): 3 clusters
  Score: Raw -749836.430857 + Penalty 2874.034182 = -746962.396675
  nChanged 69
		SP:Iteration 44Q (7621.460000 sec): 3 clusters
  Score: Raw -749866.707885 + Penalty 2874.034182 = -746992.673703
  nChanged 75
		SP:Iteration 45Q (7621.710000 sec): 3 clusters
  Score: Raw -749899.917850 + Penalty 2874.034182 = -747025.883668
  nChanged 63
		SP:Iteration 46Q (7621.920000 sec): 3 clusters
  Score: Raw -749928.364911 + Penalty 2874.034182 = -747054.330729
  nChanged 60
		SP:Iteration 47Q (7622.170000 sec): 3 clusters
  Score: Raw -749955.814826 + Penalty 2874.034182 = -747081.780644
  nChanged 67
		SP:Iteration 48Q (7622.370000 sec): 3 clusters
  Score: Raw -749986.125353 + Penalty 2874.034182 = -747112.091171
  nChanged 54
		SP:Iteration 49Q (7622.620000 sec): 3 clusters
  Score: Raw -750013.219169 + Penalty 2874.034182 = -747139.184987
  nChanged 62
		SP:Iteration 50Q (7622.840000 sec): 3 clusters
  Score: Raw -750051.467495 + Penalty 2874.034182 = -747177.433313
  nChanged 59
		SP:Iteration 51Q (7623.070000 sec): 3 clusters
  Score: Raw -750091.353154 + Penalty 2874.034182 = -747217.318972
  nChanged 56
		SP:Iteration 52Q (7623.260000 sec): 3 clusters
  Score: Raw -750128.181816 + Penalty 2874.034182 = -747254.147634
  nChanged 53
		SP:Iteration 53Q (7623.490000 sec): 3 clusters
  Score: Raw -750162.420435 + Penalty 2874.034182 = -747288.386253
  nChanged 45
		SP:Iteration 54Q (7623.720000 sec): 3 clusters
  Score: Raw -750189.729662 + Penalty 2874.034182 = -747315.695480
  nChanged 27
		SP:Iteration 55Q (7623.920000 sec): 3 clusters
  Score: Raw -750205.344841 + Penalty 2874.034182 = -747331.310659
  nChanged 11
		SP:Iteration 56Q (7624.120000 sec): 3 clusters
  Score: Raw -750210.533580 + Penalty 2874.034182 = -747336.499398
  nChanged 7
		SP:Iteration 57Q (7624.350000 sec): 3 clusters
  Score: Raw -750213.466868 + Penalty 2874.034182 = -747339.432686
  nChanged 5
		SP:Iteration 58Q (7624.580000 sec): 3 clusters
  Score: Raw -750216.269323 + Penalty 2874.034182 = -747342.235141
  nChanged 4
		SP:Iteration 59Q (7624.810000 sec): 3 clusters
  Score: Raw -750218.186697 + Penalty 2874.034182 = -747344.152516
  nChanged 7
		SP:Iteration 60F (7625.000000 sec): 3 clusters
  Score: Raw -750221.875519 + Penalty 2874.034182 = -747347.841337
  nChanged 5
		SP:Iteration 61Q (7625.230000 sec): 3 clusters
  Score: Raw -750225.275935 + Penalty 2874.034182 = -747351.241754
  nChanged 4
		SP:Iteration 62Q (7625.450000 sec): 3 clusters
  Score: Raw -750226.862082 + Penalty 2874.034182 = -747352.827900
  nChanged 5
		SP:Iteration 63Q (7625.720000 sec): 3 clusters
  Score: Raw -750231.366191 + Penalty 2874.034182 = -747357.332009
  nChanged 7
		SP:Iteration 64Q (7625.880000 sec): 3 clusters
  Score: Raw -750235.994564 + Penalty 2874.034182 = -747361.960382
  nChanged 5
		SP:Iteration 65Q (7626.070000 sec): 3 clusters
  Score: Raw -750238.007376 + Penalty 2874.034182 = -747363.973194
  nChanged 2
		SP:Iteration 66Q (7626.310000 sec): 3 clusters
  Score: Raw -750238.767927 + Penalty 2874.034182 = -747364.733745
  nChanged 0
		SP:Iteration 67F (7626.520000 sec): 3 clusters
  Score: Raw -750238.767927 + Penalty 2874.034182 = -747364.733745
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (12805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7626.670000 sec): 2 clusters
  Score: Raw -1306001.121620 + Penalty 1536.858537 = -1304464.263083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7626.900000 sec): 3 clusters
  Score: Raw -1298617.093169 + Penalty 3073.717075 = -1295543.376095
  nChanged 5660
		SP:Iteration 1F (7627.140000 sec): 3 clusters
  Score: Raw -1301808.868206 + Penalty 3073.717075 = -1298735.151131
  nChanged 840
		SP:Iteration 2F (7627.350000 sec): 3 clusters
  Score: Raw -1302221.943870 + Penalty 3073.717075 = -1299148.226796
  nChanged 791
		SP:Iteration 3F (7627.650000 sec): 3 clusters
  Score: Raw -1302656.626763 + Penalty 3073.717075 = -1299582.909689
  nChanged 784
		SP:Iteration 4F (7627.860000 sec): 3 clusters
  Score: Raw -1303129.105575 + Penalty 3073.717075 = -1300055.388501
  nChanged 779
		SP:Iteration 5F (7628.110000 sec): 3 clusters
  Score: Raw -1303645.468188 + Penalty 3073.717075 = -1300571.751113
  nChanged 782
		SP:Iteration 6F (7628.320000 sec): 3 clusters
  Score: Raw -1304170.913897 + Penalty 3073.717075 = -1301097.196823
  nChanged 721
		SP:Iteration 7F (7628.560000 sec): 3 clusters
  Score: Raw -1304597.543908 + Penalty 3073.717075 = -1301523.826833
  nChanged 586
		SP:Iteration 8Q (7628.820000 sec): 3 clusters
  Score: Raw -1304923.309111 + Penalty 3073.717075 = -1301849.592036
  nChanged 512
		SP:Iteration 9Q (7629.050000 sec): 3 clusters
  Score: Raw -1305226.649759 + Penalty 3073.717075 = -1302152.932684
  nChanged 413
		SP:Iteration 10Q (7629.310000 sec): 3 clusters
  Score: Raw -1305490.383005 + Penalty 3073.717075 = -1302416.665930
  nChanged 398
		SP:Iteration 11Q (7629.520000 sec): 3 clusters
  Score: Raw -1305742.982893 + Penalty 3073.717075 = -1302669.265819
  nChanged 343
		SP:Iteration 12Q (7629.790000 sec): 3 clusters
  Score: Raw -1305958.271382 + Penalty 3073.717075 = -1302884.554308
  nChanged 283
		SP:Iteration 13Q (7630.030000 sec): 3 clusters
  Score: Raw -1306152.487849 + Penalty 3073.717075 = -1303078.770775
  nChanged 231
		SP:Iteration 14Q (7630.270000 sec): 3 clusters
  Score: Raw -1306313.247539 + Penalty 3073.717075 = -1303239.530464
  nChanged 168
		SP:Iteration 15Q (7630.530000 sec): 3 clusters
  Score: Raw -1306426.454447 + Penalty 3073.717075 = -1303352.737373
  nChanged 133
		SP:Iteration 16Q (7630.760000 sec): 3 clusters
  Score: Raw -1306509.868238 + Penalty 3073.717075 = -1303436.151164
  nChanged 117
		SP:Iteration 17Q (7630.990000 sec): 3 clusters
  Score: Raw -1306578.465464 + Penalty 3073.717075 = -1303504.748389
  nChanged 95
		SP:Iteration 18Q (7631.220000 sec): 3 clusters
  Score: Raw -1306627.337573 + Penalty 3073.717075 = -1303553.620498
  nChanged 68
		SP:Iteration 19Q (7631.520000 sec): 3 clusters
  Score: Raw -1306653.811482 + Penalty 3073.717075 = -1303580.094407
  nChanged 47
		SP:Iteration 20F (7631.790000 sec): 3 clusters
  Score: Raw -1306672.668304 + Penalty 3073.717075 = -1303598.951230
  nChanged 38
		SP:Iteration 21Q (7632.040000 sec): 3 clusters
  Score: Raw -1306687.687116 + Penalty 3073.717075 = -1303613.970042
  nChanged 38
		SP:Iteration 22Q (7632.250000 sec): 3 clusters
  Score: Raw -1306702.958948 + Penalty 3073.717075 = -1303629.241873
  nChanged 38
		SP:Iteration 23Q (7632.570000 sec): 3 clusters
  Score: Raw -1306719.329179 + Penalty 3073.717075 = -1303645.612105
  nChanged 34
		SP:Iteration 24Q (7632.850000 sec): 3 clusters
  Score: Raw -1306732.436055 + Penalty 3073.717075 = -1303658.718980
  nChanged 25
		SP:Iteration 25Q (7633.090000 sec): 3 clusters
  Score: Raw -1306742.003960 + Penalty 3073.717075 = -1303668.286886
  nChanged 12
		SP:Iteration 26Q (7633.350000 sec): 3 clusters
  Score: Raw -1306746.128135 + Penalty 3073.717075 = -1303672.411060
  nChanged 13
		SP:Iteration 27Q (7633.590000 sec): 3 clusters
  Score: Raw -1306751.389304 + Penalty 3073.717075 = -1303677.672230
  nChanged 11
		SP:Iteration 28Q (7633.860000 sec): 3 clusters
  Score: Raw -1306754.539320 + Penalty 3073.717075 = -1303680.822245
  nChanged 7
		SP:Iteration 29Q (7634.070000 sec): 3 clusters
  Score: Raw -1306756.343284 + Penalty 3073.717075 = -1303682.626209
  nChanged 5
		SP:Iteration 30Q (7634.340000 sec): 3 clusters
  Score: Raw -1306758.032871 + Penalty 3073.717075 = -1303684.315797
  nChanged 6
		SP:Iteration 31Q (7634.630000 sec): 3 clusters
  Score: Raw -1306760.303655 + Penalty 3073.717075 = -1303686.586581
  nChanged 5
		SP:Iteration 32Q (7634.880000 sec): 3 clusters
  Score: Raw -1306761.735697 + Penalty 3073.717075 = -1303688.018622
  nChanged 2
		SP:Iteration 33Q (7635.150000 sec): 3 clusters
  Score: Raw -1306762.363586 + Penalty 3073.717075 = -1303688.646512
  nChanged 2
		SP:Iteration 34Q (7635.350000 sec): 3 clusters
  Score: Raw -1306762.906474 + Penalty 3073.717075 = -1303689.189400
  nChanged 2
		SP:Iteration 35Q (7635.570000 sec): 3 clusters
  Score: Raw -1306765.103169 + Penalty 3073.717075 = -1303691.386095
  nChanged 5
		SP:Iteration 36Q (7635.770000 sec): 3 clusters
  Score: Raw -1306767.184379 + Penalty 3073.717075 = -1303693.467304
  nChanged 5
		SP:Iteration 37Q (7635.990000 sec): 3 clusters
  Score: Raw -1306769.535198 + Penalty 3073.717075 = -1303695.818124
  nChanged 3
		SP:Iteration 38Q (7636.210000 sec): 3 clusters
  Score: Raw -1306770.806082 + Penalty 3073.717075 = -1303697.089007
  nChanged 3
		SP:Iteration 39Q (7636.440000 sec): 3 clusters
  Score: Raw -1306771.840958 + Penalty 3073.717075 = -1303698.123883
  nChanged 2
		SP:Iteration 40F (7636.680000 sec): 3 clusters
  Score: Raw -1306772.833319 + Penalty 3073.717075 = -1303699.116244
  nChanged 1
		SP:Iteration 41Q (7636.900000 sec): 3 clusters
  Score: Raw -1306773.165762 + Penalty 3073.717075 = -1303699.448687
  nChanged 2
		SP:Iteration 42Q (7637.150000 sec): 3 clusters
  Score: Raw -1306773.812528 + Penalty 3073.717075 = -1303700.095453
  nChanged 1
		SP:Iteration 43Q (7637.390000 sec): 3 clusters
  Score: Raw -1306774.049324 + Penalty 3073.717075 = -1303700.332249
  nChanged 0
		SP:Iteration 44F (7637.610000 sec): 3 clusters
  Score: Raw -1306774.049324 + Penalty 3073.717075 = -1303700.332249
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (18331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7637.830000 sec): 2 clusters
  Score: Raw -1731713.617789 + Penalty 1595.156695 = -1730118.461093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7638.060000 sec): 3 clusters
  Score: Raw -1720851.125214 + Penalty 3190.313391 = -1717660.811823
  nChanged 8306
		SP:Iteration 1F (7638.370000 sec): 3 clusters
  Score: Raw -1725691.052450 + Penalty 3190.313391 = -1722500.739059
  nChanged 1316
		SP:Iteration 2F (7638.630000 sec): 3 clusters
  Score: Raw -1726511.336986 + Penalty 3190.313391 = -1723321.023595
  nChanged 1350
		SP:Iteration 3F (7638.870000 sec): 3 clusters
  Score: Raw -1727457.039535 + Penalty 3190.313391 = -1724266.726144
  nChanged 1313
		SP:Iteration 4F (7639.130000 sec): 3 clusters
  Score: Raw -1728399.254537 + Penalty 3190.313391 = -1725208.941146
  nChanged 1189
		SP:Iteration 5F (7639.390000 sec): 3 clusters
  Score: Raw -1729181.652024 + Penalty 3190.313391 = -1725991.338633
  nChanged 980
		SP:Iteration 6F (7639.650000 sec): 3 clusters
  Score: Raw -1729718.083891 + Penalty 3190.313391 = -1726527.770500
  nChanged 777
		SP:Iteration 7Q (7639.910000 sec): 3 clusters
  Score: Raw -1730032.252049 + Penalty 3190.313391 = -1726841.938659
  nChanged 540
		SP:Iteration 8Q (7640.160000 sec): 3 clusters
  Score: Raw -1730215.176000 + Penalty 3190.313391 = -1727024.862609
  nChanged 446
		SP:Iteration 9Q (7640.430000 sec): 3 clusters
  Score: Raw -1730349.357883 + Penalty 3190.313391 = -1727159.044492
  nChanged 357
		SP:Iteration 10Q (7640.740000 sec): 3 clusters
  Score: Raw -1730459.387799 + Penalty 3190.313391 = -1727269.074408
  nChanged 337
		SP:Iteration 11Q (7641.000000 sec): 3 clusters
  Score: Raw -1730554.693848 + Penalty 3190.313391 = -1727364.380457
  nChanged 292
		SP:Iteration 12Q (7641.340000 sec): 3 clusters
  Score: Raw -1730635.956870 + Penalty 3190.313391 = -1727445.643479
  nChanged 295
		SP:Iteration 13Q (7641.650000 sec): 3 clusters
  Score: Raw -1730719.121716 + Penalty 3190.313391 = -1727528.808325
  nChanged 265
		SP:Iteration 14Q (7641.930000 sec): 3 clusters
  Score: Raw -1730804.557218 + Penalty 3190.313391 = -1727614.243827
  nChanged 293
		SP:Iteration 15Q (7642.240000 sec): 3 clusters
  Score: Raw -1730914.969599 + Penalty 3190.313391 = -1727724.656208
  nChanged 327
		SP:Iteration 16Q (7642.510000 sec): 3 clusters
  Score: Raw -1731041.378024 + Penalty 3190.313391 = -1727851.064634
  nChanged 316
		SP:Iteration 17Q (7642.770000 sec): 3 clusters
  Score: Raw -1731162.673904 + Penalty 3190.313391 = -1727972.360514
  nChanged 325
		SP:Iteration 18Q (7643.070000 sec): 3 clusters
  Score: Raw -1731277.108032 + Penalty 3190.313391 = -1728086.794641
  nChanged 284
		SP:Iteration 19Q (7643.360000 sec): 3 clusters
  Score: Raw -1731371.512024 + Penalty 3190.313391 = -1728181.198633
  nChanged 249
		SP:Iteration 20F (7643.660000 sec): 3 clusters
  Score: Raw -1731453.882674 + Penalty 3190.313391 = -1728263.569283
  nChanged 192
		SP:Iteration 21Q (7643.990000 sec): 3 clusters
  Score: Raw -1731503.257117 + Penalty 3190.313391 = -1728312.943726
  nChanged 142
		SP:Iteration 22Q (7644.300000 sec): 3 clusters
  Score: Raw -1731537.381376 + Penalty 3190.313391 = -1728347.067985
  nChanged 133
		SP:Iteration 23Q (7644.600000 sec): 3 clusters
  Score: Raw -1731561.385576 + Penalty 3190.313391 = -1728371.072185
  nChanged 118
		SP:Iteration 24Q (7644.850000 sec): 3 clusters
  Score: Raw -1731582.803196 + Penalty 3190.313391 = -1728392.489805
  nChanged 98
		SP:Iteration 25Q (7645.090000 sec): 3 clusters
  Score: Raw -1731600.295853 + Penalty 3190.313391 = -1728409.982462
  nChanged 96
		SP:Iteration 26Q (7645.370000 sec): 3 clusters
  Score: Raw -1731618.899686 + Penalty 3190.313391 = -1728428.586295
  nChanged 115
		SP:Iteration 27Q (7645.660000 sec): 3 clusters
  Score: Raw -1731641.061389 + Penalty 3190.313391 = -1728450.747998
  nChanged 93
		SP:Iteration 28Q (7645.900000 sec): 3 clusters
  Score: Raw -1731661.509658 + Penalty 3190.313391 = -1728471.196267
  nChanged 95
		SP:Iteration 29Q (7646.230000 sec): 3 clusters
  Score: Raw -1731679.507351 + Penalty 3190.313391 = -1728489.193960
  nChanged 88
		SP:Iteration 30Q (7646.490000 sec): 3 clusters
  Score: Raw -1731694.638699 + Penalty 3190.313391 = -1728504.325308
  nChanged 88
		SP:Iteration 31Q (7646.710000 sec): 3 clusters
  Score: Raw -1731713.246559 + Penalty 3190.313391 = -1728522.933168
  nChanged 83
		SP:Iteration 32Q (7646.970000 sec): 3 clusters
  Score: Raw -1731727.892804 + Penalty 3190.313391 = -1728537.579413
  nChanged 74
		SP:Iteration 33Q (7647.230000 sec): 3 clusters
  Score: Raw -1731738.219103 + Penalty 3190.313391 = -1728547.905712
  nChanged 58
		SP:Iteration 34Q (7647.520000 sec): 3 clusters
  Score: Raw -1731745.466766 + Penalty 3190.313391 = -1728555.153375
  nChanged 58
		SP:Iteration 35Q (7647.810000 sec): 3 clusters
  Score: Raw -1731755.508816 + Penalty 3190.313391 = -1728565.195425
  nChanged 77
		SP:Iteration 36Q (7648.110000 sec): 3 clusters
  Score: Raw -1731771.015498 + Penalty 3190.313391 = -1728580.702107
  nChanged 76
		SP:Iteration 37Q (7648.380000 sec): 3 clusters
  Score: Raw -1731784.880902 + Penalty 3190.313391 = -1728594.567512
  nChanged 74
		SP:Iteration 38Q (7648.650000 sec): 3 clusters
  Score: Raw -1731797.407288 + Penalty 3190.313391 = -1728607.093897
  nChanged 72
		SP:Iteration 39Q (7648.930000 sec): 3 clusters
  Score: Raw -1731808.442706 + Penalty 3190.313391 = -1728618.129315
  nChanged 66
		SP:Iteration 40F (7649.140000 sec): 3 clusters
  Score: Raw -1731818.089667 + Penalty 3190.313391 = -1728627.776276
  nChanged 60
		SP:Iteration 41Q (7649.440000 sec): 3 clusters
  Score: Raw -1731825.339200 + Penalty 3190.313391 = -1728635.025810
  nChanged 59
		SP:Iteration 42Q (7649.700000 sec): 3 clusters
  Score: Raw -1731833.005228 + Penalty 3190.313391 = -1728642.691837
  nChanged 64
		SP:Iteration 43Q (7649.990000 sec): 3 clusters
  Score: Raw -1731842.916898 + Penalty 3190.313391 = -1728652.603507
  nChanged 61
		SP:Iteration 44Q (7650.250000 sec): 3 clusters
  Score: Raw -1731852.594956 + Penalty 3190.313391 = -1728662.281565
  nChanged 66
		SP:Iteration 45Q (7650.510000 sec): 3 clusters
  Score: Raw -1731864.865502 + Penalty 3190.313391 = -1728674.552111
  nChanged 81
		SP:Iteration 46Q (7650.790000 sec): 3 clusters
  Score: Raw -1731881.931523 + Penalty 3190.313391 = -1728691.618132
  nChanged 78
		SP:Iteration 47Q (7651.050000 sec): 3 clusters
  Score: Raw -1731900.222508 + Penalty 3190.313391 = -1728709.909118
  nChanged 90
		SP:Iteration 48Q (7651.300000 sec): 3 clusters
  Score: Raw -1731920.177833 + Penalty 3190.313391 = -1728729.864442
  nChanged 92
		SP:Iteration 49Q (7651.550000 sec): 3 clusters
  Score: Raw -1731942.546176 + Penalty 3190.313391 = -1728752.232786
  nChanged 93
		SP:Iteration 50Q (7651.810000 sec): 3 clusters
  Score: Raw -1731968.384370 + Penalty 3190.313391 = -1728778.070979
  nChanged 109
		SP:Iteration 51Q (7652.070000 sec): 3 clusters
  Score: Raw -1732000.808543 + Penalty 3190.313391 = -1728810.495152
  nChanged 123
		SP:Iteration 52Q (7652.320000 sec): 3 clusters
  Score: Raw -1732034.983290 + Penalty 3190.313391 = -1728844.669900
  nChanged 120
		SP:Iteration 53Q (7652.570000 sec): 3 clusters
  Score: Raw -1732064.996243 + Penalty 3190.313391 = -1728874.682852
  nChanged 113
		SP:Iteration 54Q (7652.880000 sec): 3 clusters
  Score: Raw -1732096.192137 + Penalty 3190.313391 = -1728905.878746
  nChanged 108
		SP:Iteration 55Q (7653.200000 sec): 3 clusters
  Score: Raw -1732124.686449 + Penalty 3190.313391 = -1728934.373058
  nChanged 102
		SP:Iteration 56Q (7653.460000 sec): 3 clusters
  Score: Raw -1732154.303672 + Penalty 3190.313391 = -1728963.990281
  nChanged 100
		SP:Iteration 57Q (7653.720000 sec): 3 clusters
  Score: Raw -1732180.164489 + Penalty 3190.313391 = -1728989.851098
  nChanged 103
		SP:Iteration 58Q (7654.020000 sec): 3 clusters
  Score: Raw -1732207.404001 + Penalty 3190.313391 = -1729017.090610
  nChanged 106
		SP:Iteration 59Q (7654.240000 sec): 3 clusters
  Score: Raw -1732233.733735 + Penalty 3190.313391 = -1729043.420344
  nChanged 100
		SP:Iteration 60F (7654.500000 sec): 3 clusters
  Score: Raw -1732258.174539 + Penalty 3190.313391 = -1729067.861148
  nChanged 92
		SP:Iteration 61Q (7654.760000 sec): 3 clusters
  Score: Raw -1732279.066912 + Penalty 3190.313391 = -1729088.753521
  nChanged 105
		SP:Iteration 62Q (7655.050000 sec): 3 clusters
  Score: Raw -1732306.548597 + Penalty 3190.313391 = -1729116.235206
  nChanged 108
		SP:Iteration 63Q (7655.340000 sec): 3 clusters
  Score: Raw -1732334.612724 + Penalty 3190.313391 = -1729144.299333
  nChanged 89
		SP:Iteration 64Q (7655.620000 sec): 3 clusters
  Score: Raw -1732354.380979 + Penalty 3190.313391 = -1729164.067588
  nChanged 77
		SP:Iteration 65Q (7655.910000 sec): 3 clusters
  Score: Raw -1732370.072762 + Penalty 3190.313391 = -1729179.759371
  nChanged 66
		SP:Iteration 66Q (7656.150000 sec): 3 clusters
  Score: Raw -1732382.737446 + Penalty 3190.313391 = -1729192.424055
  nChanged 69
		SP:Iteration 67Q (7656.410000 sec): 3 clusters
  Score: Raw -1732395.012666 + Penalty 3190.313391 = -1729204.699275
  nChanged 64
		SP:Iteration 68Q (7656.710000 sec): 3 clusters
  Score: Raw -1732408.146206 + Penalty 3190.313391 = -1729217.832815
  nChanged 58
		SP:Iteration 69Q (7656.980000 sec): 3 clusters
  Score: Raw -1732419.540794 + Penalty 3190.313391 = -1729229.227404
  nChanged 52
		SP:Iteration 70Q (7657.170000 sec): 3 clusters
  Score: Raw -1732430.124957 + Penalty 3190.313391 = -1729239.811566
  nChanged 52
		SP:Iteration 71Q (7657.440000 sec): 3 clusters
  Score: Raw -1732439.122513 + Penalty 3190.313391 = -1729248.809122
  nChanged 41
		SP:Iteration 72Q (7657.770000 sec): 3 clusters
  Score: Raw -1732446.384142 + Penalty 3190.313391 = -1729256.070751
  nChanged 38
		SP:Iteration 73Q (7658.000000 sec): 3 clusters
  Score: Raw -1732455.464904 + Penalty 3190.313391 = -1729265.151513
  nChanged 36
		SP:Iteration 74Q (7658.300000 sec): 3 clusters
  Score: Raw -1732462.085592 + Penalty 3190.313391 = -1729271.772201
  nChanged 37
		SP:Iteration 75Q (7658.500000 sec): 3 clusters
  Score: Raw -1732467.517973 + Penalty 3190.313391 = -1729277.204582
  nChanged 34
		SP:Iteration 76Q (7658.770000 sec): 3 clusters
  Score: Raw -1732474.168744 + Penalty 3190.313391 = -1729283.855353
  nChanged 36
		SP:Iteration 77Q (7659.020000 sec): 3 clusters
  Score: Raw -1732481.485463 + Penalty 3190.313391 = -1729291.172072
  nChanged 34
		SP:Iteration 78Q (7659.310000 sec): 3 clusters
  Score: Raw -1732489.402050 + Penalty 3190.313391 = -1729299.088659
  nChanged 36
		SP:Iteration 79Q (7659.510000 sec): 3 clusters
  Score: Raw -1732496.664981 + Penalty 3190.313391 = -1729306.351590
  nChanged 39
		SP:Iteration 80F (7659.800000 sec): 3 clusters
  Score: Raw -1732504.803626 + Penalty 3190.313391 = -1729314.490236
  nChanged 32
		SP:Iteration 81Q (7660.070000 sec): 3 clusters
  Score: Raw -1732510.915898 + Penalty 3190.313391 = -1729320.602507
  nChanged 37
		SP:Iteration 82Q (7660.340000 sec): 3 clusters
  Score: Raw -1732519.651157 + Penalty 3190.313391 = -1729329.337767
  nChanged 43
		SP:Iteration 83Q (7660.550000 sec): 3 clusters
  Score: Raw -1732530.072858 + Penalty 3190.313391 = -1729339.759468
  nChanged 36
		SP:Iteration 84Q (7660.840000 sec): 3 clusters
  Score: Raw -1732537.122341 + Penalty 3190.313391 = -1729346.808950
  nChanged 33
		SP:Iteration 85Q (7661.120000 sec): 3 clusters
  Score: Raw -1732543.064599 + Penalty 3190.313391 = -1729352.751208
  nChanged 29
		SP:Iteration 86Q (7661.370000 sec): 3 clusters
  Score: Raw -1732547.989234 + Penalty 3190.313391 = -1729357.675843
  nChanged 25
		SP:Iteration 87Q (7661.620000 sec): 3 clusters
  Score: Raw -1732551.680012 + Penalty 3190.313391 = -1729361.366622
  nChanged 18
		SP:Iteration 88Q (7661.940000 sec): 3 clusters
  Score: Raw -1732554.357272 + Penalty 3190.313391 = -1729364.043881
  nChanged 18
		SP:Iteration 89Q (7662.260000 sec): 3 clusters
  Score: Raw -1732558.171073 + Penalty 3190.313391 = -1729367.857682
  nChanged 20
		SP:Iteration 90Q (7662.530000 sec): 3 clusters
  Score: Raw -1732561.240368 + Penalty 3190.313391 = -1729370.926977
  nChanged 13
		SP:Iteration 91Q (7662.830000 sec): 3 clusters
  Score: Raw -1732564.454646 + Penalty 3190.313391 = -1729374.141255
  nChanged 21
		SP:Iteration 92Q (7663.140000 sec): 3 clusters
  Score: Raw -1732568.698213 + Penalty 3190.313391 = -1729378.384822
  nChanged 12
		SP:Iteration 93Q (7663.390000 sec): 3 clusters
  Score: Raw -1732570.642670 + Penalty 3190.313391 = -1729380.329279
  nChanged 15
		SP:Iteration 94Q (7663.620000 sec): 3 clusters
  Score: Raw -1732574.207573 + Penalty 3190.313391 = -1729383.894182
  nChanged 17
		SP:Iteration 95Q (7663.890000 sec): 3 clusters
  Score: Raw -1732577.699427 + Penalty 3190.313391 = -1729387.386036
  nChanged 16
		SP:Iteration 96Q (7664.190000 sec): 3 clusters
  Score: Raw -1732580.130228 + Penalty 3190.313391 = -1729389.816837
  nChanged 12
		SP:Iteration 97Q (7664.480000 sec): 3 clusters
  Score: Raw -1732582.007116 + Penalty 3190.313391 = -1729391.693725
  nChanged 15
		SP:Iteration 98Q (7664.750000 sec): 3 clusters
  Score: Raw -1732584.471682 + Penalty 3190.313391 = -1729394.158291
  nChanged 14
		SP:Iteration 99Q (7665.010000 sec): 3 clusters
  Score: Raw -1732586.911850 + Penalty 3190.313391 = -1729396.598459
  nChanged 14
		SP:Iteration 100F (7665.250000 sec): 3 clusters
  Score: Raw -1732591.684513 + Penalty 3190.313391 = -1729401.371123
  nChanged 16
		SP:Iteration 101Q (7665.550000 sec): 3 clusters
  Score: Raw -1732594.237353 + Penalty 3190.313391 = -1729403.923962
  nChanged 13
		SP:Iteration 102Q (7665.840000 sec): 3 clusters
  Score: Raw -1732596.700553 + Penalty 3190.313391 = -1729406.387162
  nChanged 15
		SP:Iteration 103Q (7666.150000 sec): 3 clusters
  Score: Raw -1732600.161929 + Penalty 3190.313391 = -1729409.848538
  nChanged 10
		SP:Iteration 104Q (7666.390000 sec): 3 clusters
  Score: Raw -1732601.423638 + Penalty 3190.313391 = -1729411.110247
  nChanged 4
		SP:Iteration 105Q (7666.680000 sec): 3 clusters
  Score: Raw -1732601.802389 + Penalty 3190.313391 = -1729411.488998
  nChanged 3
		SP:Iteration 106Q (7666.970000 sec): 3 clusters
  Score: Raw -1732602.104788 + Penalty 3190.313391 = -1729411.791397
  nChanged 3
		SP:Iteration 107Q (7667.270000 sec): 3 clusters
  Score: Raw -1732602.476922 + Penalty 3190.313391 = -1729412.163531
  nChanged 5
		SP:Iteration 108Q (7667.590000 sec): 3 clusters
  Score: Raw -1732603.253963 + Penalty 3190.313391 = -1729412.940572
  nChanged 3
		SP:Iteration 109Q (7667.880000 sec): 3 clusters
  Score: Raw -1732603.656210 + Penalty 3190.313391 = -1729413.342819
  nChanged 4
		SP:Iteration 110Q (7668.160000 sec): 3 clusters
  Score: Raw -1732604.011026 + Penalty 3190.313391 = -1729413.697635
  nChanged 2
		SP:Iteration 111Q (7668.410000 sec): 3 clusters
  Score: Raw -1732604.302609 + Penalty 3190.313391 = -1729413.989219
  nChanged 3
		SP:Iteration 112Q (7668.760000 sec): 3 clusters
  Score: Raw -1732604.606437 + Penalty 3190.313391 = -1729414.293047
  nChanged 1
		SP:Iteration 113Q (7668.970000 sec): 3 clusters
  Score: Raw -1732604.658449 + Penalty 3190.313391 = -1729414.345058
  nChanged 0
		SP:Iteration 114F (7669.240000 sec): 3 clusters
  Score: Raw -1732604.658449 + Penalty 3190.313391 = -1729414.345058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (13440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7669.410000 sec): 2 clusters
  Score: Raw -1267928.993137 + Penalty 1544.723475 = -1266384.269662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7669.660000 sec): 3 clusters
  Score: Raw -1260125.048441 + Penalty 3089.446950 = -1257035.601491
  nChanged 5891
		SP:Iteration 1F (7669.960000 sec): 3 clusters
  Score: Raw -1263686.515788 + Penalty 3089.446950 = -1260597.068839
  nChanged 911
		SP:Iteration 2F (7670.210000 sec): 3 clusters
  Score: Raw -1264178.071544 + Penalty 3089.446950 = -1261088.624594
  nChanged 755
		SP:Iteration 3F (7670.500000 sec): 3 clusters
  Score: Raw -1264584.147474 + Penalty 3089.446950 = -1261494.700524
  nChanged 690
		SP:Iteration 4F (7670.730000 sec): 3 clusters
  Score: Raw -1264985.104894 + Penalty 3089.446950 = -1261895.657945
  nChanged 676
		SP:Iteration 5F (7670.990000 sec): 3 clusters
  Score: Raw -1265354.658184 + Penalty 3089.446950 = -1262265.211234
  nChanged 620
		SP:Iteration 6Q (7671.250000 sec): 3 clusters
  Score: Raw -1265708.267095 + Penalty 3089.446950 = -1262618.820146
  nChanged 604
		SP:Iteration 7Q (7671.490000 sec): 3 clusters
  Score: Raw -1266015.848368 + Penalty 3089.446950 = -1262926.401418
  nChanged 541
		SP:Iteration 8Q (7671.730000 sec): 3 clusters
  Score: Raw -1266278.898491 + Penalty 3089.446950 = -1263189.451541
  nChanged 486
		SP:Iteration 9Q (7672.020000 sec): 3 clusters
  Score: Raw -1266519.393287 + Penalty 3089.446950 = -1263429.946337
  nChanged 450
		SP:Iteration 10Q (7672.310000 sec): 3 clusters
  Score: Raw -1266745.258512 + Penalty 3089.446950 = -1263655.811563
  nChanged 445
		SP:Iteration 11Q (7672.600000 sec): 3 clusters
  Score: Raw -1266970.941576 + Penalty 3089.446950 = -1263881.494627
  nChanged 403
		SP:Iteration 12Q (7672.860000 sec): 3 clusters
  Score: Raw -1267159.251365 + Penalty 3089.446950 = -1264069.804415
  nChanged 318
		SP:Iteration 13Q (7673.120000 sec): 3 clusters
  Score: Raw -1267285.892447 + Penalty 3089.446950 = -1264196.445497
  nChanged 235
		SP:Iteration 14Q (7673.390000 sec): 3 clusters
  Score: Raw -1267372.066697 + Penalty 3089.446950 = -1264282.619748
  nChanged 206
		SP:Iteration 15Q (7673.670000 sec): 3 clusters
  Score: Raw -1267458.116255 + Penalty 3089.446950 = -1264368.669306
  nChanged 187
		SP:Iteration 16Q (7673.900000 sec): 3 clusters
  Score: Raw -1267526.391265 + Penalty 3089.446950 = -1264436.944315
  nChanged 169
		SP:Iteration 17Q (7674.190000 sec): 3 clusters
  Score: Raw -1267579.333263 + Penalty 3089.446950 = -1264489.886313
  nChanged 166
		SP:Iteration 18Q (7674.450000 sec): 3 clusters
  Score: Raw -1267628.779207 + Penalty 3089.446950 = -1264539.332258
  nChanged 171
		SP:Iteration 19Q (7674.690000 sec): 3 clusters
  Score: Raw -1267675.420515 + Penalty 3089.446950 = -1264585.973566
  nChanged 158
		SP:Iteration 20F (7674.960000 sec): 3 clusters
  Score: Raw -1267726.499615 + Penalty 3089.446950 = -1264637.052665
  nChanged 150
		SP:Iteration 21Q (7675.200000 sec): 3 clusters
  Score: Raw -1267768.429246 + Penalty 3089.446950 = -1264678.982296
  nChanged 110
		SP:Iteration 22Q (7675.490000 sec): 3 clusters
  Score: Raw -1267796.365203 + Penalty 3089.446950 = -1264706.918254
  nChanged 115
		SP:Iteration 23Q (7675.720000 sec): 3 clusters
  Score: Raw -1267825.857006 + Penalty 3089.446950 = -1264736.410056
  nChanged 110
		SP:Iteration 24Q (7675.990000 sec): 3 clusters
  Score: Raw -1267852.962342 + Penalty 3089.446950 = -1264763.515393
  nChanged 94
		SP:Iteration 25Q (7676.270000 sec): 3 clusters
  Score: Raw -1267874.243456 + Penalty 3089.446950 = -1264784.796506
  nChanged 96
		SP:Iteration 26Q (7676.520000 sec): 3 clusters
  Score: Raw -1267896.846929 + Penalty 3089.446950 = -1264807.399979
  nChanged 85
		SP:Iteration 27Q (7676.750000 sec): 3 clusters
  Score: Raw -1267914.709409 + Penalty 3089.446950 = -1264825.262459
  nChanged 75
		SP:Iteration 28Q (7677.000000 sec): 3 clusters
  Score: Raw -1267929.062054 + Penalty 3089.446950 = -1264839.615105
  nChanged 78
		SP:Iteration 29Q (7677.260000 sec): 3 clusters
  Score: Raw -1267945.523968 + Penalty 3089.446950 = -1264856.077019
  nChanged 72
		SP:Iteration 30Q (7677.560000 sec): 3 clusters
  Score: Raw -1267958.817273 + Penalty 3089.446950 = -1264869.370324
  nChanged 75
		SP:Iteration 31Q (7677.770000 sec): 3 clusters
  Score: Raw -1267975.235828 + Penalty 3089.446950 = -1264885.788878
  nChanged 82
		SP:Iteration 32Q (7678.030000 sec): 3 clusters
  Score: Raw -1267993.984544 + Penalty 3089.446950 = -1264904.537594
  nChanged 89
		SP:Iteration 33Q (7678.270000 sec): 3 clusters
  Score: Raw -1268012.213061 + Penalty 3089.446950 = -1264922.766111
  nChanged 75
		SP:Iteration 34Q (7678.560000 sec): 3 clusters
  Score: Raw -1268025.155150 + Penalty 3089.446950 = -1264935.708200
  nChanged 72
		SP:Iteration 35Q (7678.820000 sec): 3 clusters
  Score: Raw -1268037.057142 + Penalty 3089.446950 = -1264947.610192
  nChanged 61
		SP:Iteration 36Q (7679.060000 sec): 3 clusters
  Score: Raw -1268047.601275 + Penalty 3089.446950 = -1264958.154326
  nChanged 65
		SP:Iteration 37Q (7679.330000 sec): 3 clusters
  Score: Raw -1268061.402658 + Penalty 3089.446950 = -1264971.955709
  nChanged 72
		SP:Iteration 38Q (7679.570000 sec): 3 clusters
  Score: Raw -1268075.179512 + Penalty 3089.446950 = -1264985.732562
  nChanged 70
		SP:Iteration 39Q (7679.840000 sec): 3 clusters
  Score: Raw -1268088.172309 + Penalty 3089.446950 = -1264998.725359
  nChanged 72
		SP:Iteration 40F (7680.100000 sec): 3 clusters
  Score: Raw -1268101.766801 + Penalty 3089.446950 = -1265012.319851
  nChanged 75
		SP:Iteration 41Q (7680.310000 sec): 3 clusters
  Score: Raw -1268117.472796 + Penalty 3089.446950 = -1265028.025847
  nChanged 79
		SP:Iteration 42Q (7680.620000 sec): 3 clusters
  Score: Raw -1268134.306373 + Penalty 3089.446950 = -1265044.859424
  nChanged 76
		SP:Iteration 43Q (7680.900000 sec): 3 clusters
  Score: Raw -1268151.738316 + Penalty 3089.446950 = -1265062.291367
  nChanged 84
		SP:Iteration 44Q (7681.160000 sec): 3 clusters
  Score: Raw -1268173.902176 + Penalty 3089.446950 = -1265084.455226
  nChanged 102
		SP:Iteration 45Q (7681.490000 sec): 3 clusters
  Score: Raw -1268207.137136 + Penalty 3089.446950 = -1265117.690187
  nChanged 107
		SP:Iteration 46Q (7681.760000 sec): 3 clusters
  Score: Raw -1268241.200351 + Penalty 3089.446950 = -1265151.753402
  nChanged 98
		SP:Iteration 47Q (7681.990000 sec): 3 clusters
  Score: Raw -1268276.424591 + Penalty 3089.446950 = -1265186.977641
  nChanged 115
		SP:Iteration 48Q (7682.230000 sec): 3 clusters
  Score: Raw -1268325.945965 + Penalty 3089.446950 = -1265236.499015
  nChanged 126
		SP:Iteration 49Q (7682.500000 sec): 3 clusters
  Score: Raw -1268391.560142 + Penalty 3089.446950 = -1265302.113192
  nChanged 116
		SP:Iteration 50Q (7682.710000 sec): 3 clusters
  Score: Raw -1268448.847717 + Penalty 3089.446950 = -1265359.400768
  nChanged 113
		SP:Iteration 51Q (7682.980000 sec): 3 clusters
  Score: Raw -1268515.192146 + Penalty 3089.446950 = -1265425.745197
  nChanged 111
		SP:Iteration 52Q (7683.190000 sec): 3 clusters
  Score: Raw -1268585.461392 + Penalty 3089.446950 = -1265496.014442
  nChanged 121
		SP:Iteration 53Q (7683.460000 sec): 3 clusters
  Score: Raw -1268671.794172 + Penalty 3089.446950 = -1265582.347223
  nChanged 122
		SP:Iteration 54Q (7683.710000 sec): 3 clusters
  Score: Raw -1268753.432941 + Penalty 3089.446950 = -1265663.985992
  nChanged 103
		SP:Iteration 55Q (7683.940000 sec): 3 clusters
  Score: Raw -1268805.706756 + Penalty 3089.446950 = -1265716.259807
  nChanged 76
		SP:Iteration 56Q (7684.210000 sec): 3 clusters
  Score: Raw -1268840.190498 + Penalty 3089.446950 = -1265750.743549
  nChanged 60
		SP:Iteration 57Q (7684.490000 sec): 3 clusters
  Score: Raw -1268866.058615 + Penalty 3089.446950 = -1265776.611665
  nChanged 53
		SP:Iteration 58Q (7684.720000 sec): 3 clusters
  Score: Raw -1268881.680395 + Penalty 3089.446950 = -1265792.233445
  nChanged 32
		SP:Iteration 59Q (7684.990000 sec): 3 clusters
  Score: Raw -1268889.672442 + Penalty 3089.446950 = -1265800.225492
  nChanged 23
		SP:Iteration 60F (7685.220000 sec): 3 clusters
  Score: Raw -1268896.377845 + Penalty 3089.446950 = -1265806.930896
  nChanged 23
		SP:Iteration 61Q (7685.450000 sec): 3 clusters
  Score: Raw -1268900.976465 + Penalty 3089.446950 = -1265811.529516
  nChanged 15
		SP:Iteration 62Q (7685.750000 sec): 3 clusters
  Score: Raw -1268904.180099 + Penalty 3089.446950 = -1265814.733149
  nChanged 14
		SP:Iteration 63Q (7685.990000 sec): 3 clusters
  Score: Raw -1268907.457847 + Penalty 3089.446950 = -1265818.010898
  nChanged 10
		SP:Iteration 64Q (7686.230000 sec): 3 clusters
  Score: Raw -1268909.643690 + Penalty 3089.446950 = -1265820.196740
  nChanged 10
		SP:Iteration 65Q (7686.490000 sec): 3 clusters
  Score: Raw -1268910.790994 + Penalty 3089.446950 = -1265821.344045
  nChanged 2
		SP:Iteration 66Q (7686.780000 sec): 3 clusters
  Score: Raw -1268911.083841 + Penalty 3089.446950 = -1265821.636891
  nChanged 0
		SP:Iteration 67F (7687.030000 sec): 3 clusters
  Score: Raw -1268911.083841 + Penalty 3089.446950 = -1265821.636891
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (3719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7687.130000 sec): 2 clusters
  Score: Raw -367459.449588 + Penalty 1335.946640 = -366123.502948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7687.300000 sec): 3 clusters
  Score: Raw -365634.048426 + Penalty 2671.893281 = -362962.155146
  nChanged 1451
		SP:Iteration 1F (7687.470000 sec): 3 clusters
  Score: Raw -366517.293899 + Penalty 2671.893281 = -363845.400619
  nChanged 320
		SP:Iteration 2F (7687.690000 sec): 3 clusters
  Score: Raw -366779.037318 + Penalty 2671.893281 = -364107.144037
  nChanged 262
		SP:Iteration 3F (7687.900000 sec): 3 clusters
  Score: Raw -367094.664142 + Penalty 2671.893281 = -364422.770862
  nChanged 287
		SP:Iteration 4F (7688.100000 sec): 3 clusters
  Score: Raw -367471.775888 + Penalty 2671.893281 = -364799.882607
  nChanged 290
		SP:Iteration 5F (7688.270000 sec): 3 clusters
  Score: Raw -367863.004273 + Penalty 2671.893281 = -365191.110992
  nChanged 236
		SP:Iteration 6F (7688.460000 sec): 3 clusters
  Score: Raw -368189.192166 + Penalty 2671.893281 = -365517.298886
  nChanged 189
		SP:Iteration 7F (7688.680000 sec): 3 clusters
  Score: Raw -368417.750338 + Penalty 2671.893281 = -365745.857057
  nChanged 134
		SP:Iteration 8Q (7688.950000 sec): 3 clusters
  Score: Raw -368569.050915 + Penalty 2671.893281 = -365897.157634
  nChanged 94
		SP:Iteration 9Q (7689.130000 sec): 3 clusters
  Score: Raw -368641.205536 + Penalty 2671.893281 = -365969.312255
  nChanged 58
		SP:Iteration 10Q (7689.370000 sec): 3 clusters
  Score: Raw -368682.919233 + Penalty 2671.893281 = -366011.025953
  nChanged 58
		SP:Iteration 11Q (7689.550000 sec): 3 clusters
  Score: Raw -368733.971511 + Penalty 2671.893281 = -366062.078231
  nChanged 66
		SP:Iteration 12Q (7689.790000 sec): 3 clusters
  Score: Raw -368785.224906 + Penalty 2671.893281 = -366113.331626
  nChanged 51
		SP:Iteration 13Q (7689.970000 sec): 3 clusters
  Score: Raw -368823.686232 + Penalty 2671.893281 = -366151.792952
  nChanged 59
		SP:Iteration 14Q (7690.170000 sec): 3 clusters
  Score: Raw -368870.114295 + Penalty 2671.893281 = -366198.221015
  nChanged 36
		SP:Iteration 15Q (7690.310000 sec): 3 clusters
  Score: Raw -368891.134636 + Penalty 2671.893281 = -366219.241355
  nChanged 33
		SP:Iteration 16Q (7690.520000 sec): 3 clusters
  Score: Raw -368907.868474 + Penalty 2671.893281 = -366235.975194
  nChanged 25
		SP:Iteration 17Q (7690.670000 sec): 3 clusters
  Score: Raw -368918.890154 + Penalty 2671.893281 = -366246.996874
  nChanged 22
		SP:Iteration 18Q (7690.920000 sec): 3 clusters
  Score: Raw -368928.920949 + Penalty 2671.893281 = -366257.027668
  nChanged 19
		SP:Iteration 19Q (7691.100000 sec): 3 clusters
  Score: Raw -368936.500920 + Penalty 2671.893281 = -366264.607639
  nChanged 10
		SP:Iteration 20F (7691.250000 sec): 3 clusters
  Score: Raw -368939.278020 + Penalty 2671.893281 = -366267.384739
  nChanged 6
		SP:Iteration 21Q (7691.460000 sec): 3 clusters
  Score: Raw -368940.549798 + Penalty 2671.893281 = -366268.656518
  nChanged 4
		SP:Iteration 22Q (7691.650000 sec): 3 clusters
  Score: Raw -368941.667640 + Penalty 2671.893281 = -366269.774360
  nChanged 2
		SP:Iteration 23Q (7691.810000 sec): 3 clusters
  Score: Raw -368942.484681 + Penalty 2671.893281 = -366270.591401
  nChanged 6
		SP:Iteration 24Q (7692.030000 sec): 3 clusters
  Score: Raw -368944.479094 + Penalty 2671.893281 = -366272.585813
  nChanged 3
		SP:Iteration 25Q (7692.250000 sec): 3 clusters
  Score: Raw -368945.534502 + Penalty 2671.893281 = -366273.641221
  nChanged 6
		SP:Iteration 26Q (7692.430000 sec): 3 clusters
  Score: Raw -368947.506737 + Penalty 2671.893281 = -366275.613456
  nChanged 3
		SP:Iteration 27Q (7692.570000 sec): 3 clusters
  Score: Raw -368948.449718 + Penalty 2671.893281 = -366276.556437
  nChanged 5
		SP:Iteration 28Q (7692.720000 sec): 3 clusters
  Score: Raw -368949.965573 + Penalty 2671.893281 = -366278.072292
  nChanged 5
		SP:Iteration 29Q (7692.890000 sec): 3 clusters
  Score: Raw -368951.767309 + Penalty 2671.893281 = -366279.874028
  nChanged 4
		SP:Iteration 30Q (7693.040000 sec): 3 clusters
  Score: Raw -368953.173512 + Penalty 2671.893281 = -366281.280232
  nChanged 7
		SP:Iteration 31Q (7693.270000 sec): 3 clusters
  Score: Raw -368956.077543 + Penalty 2671.893281 = -366284.184263
  nChanged 8
		SP:Iteration 32Q (7693.510000 sec): 3 clusters
  Score: Raw -368958.618644 + Penalty 2671.893281 = -366286.725363
  nChanged 5
		SP:Iteration 33Q (7693.710000 sec): 3 clusters
  Score: Raw -368959.990656 + Penalty 2671.893281 = -366288.097376
  nChanged 5
		SP:Iteration 34Q (7693.930000 sec): 3 clusters
  Score: Raw -368961.691936 + Penalty 2671.893281 = -366289.798655
  nChanged 5
		SP:Iteration 35Q (7694.090000 sec): 3 clusters
  Score: Raw -368963.718529 + Penalty 2671.893281 = -366291.825249
  nChanged 7
		SP:Iteration 36Q (7694.270000 sec): 3 clusters
  Score: Raw -368965.537447 + Penalty 2671.893281 = -366293.644166
  nChanged 8
		SP:Iteration 37Q (7694.440000 sec): 3 clusters
  Score: Raw -368968.068448 + Penalty 2671.893281 = -366296.175167
  nChanged 6
		SP:Iteration 38Q (7694.690000 sec): 3 clusters
  Score: Raw -368971.031671 + Penalty 2671.893281 = -366299.138390
  nChanged 5
		SP:Iteration 39Q (7694.840000 sec): 3 clusters
  Score: Raw -368972.649030 + Penalty 2671.893281 = -366300.755749
  nChanged 4
		SP:Iteration 40F (7694.990000 sec): 3 clusters
  Score: Raw -368974.596104 + Penalty 2671.893281 = -366302.702823
  nChanged 3
		SP:Iteration 41Q (7695.190000 sec): 3 clusters
  Score: Raw -368975.763879 + Penalty 2671.893281 = -366303.870599
  nChanged 0
		SP:Iteration 42F (7695.400000 sec): 3 clusters
  Score: Raw -368975.763879 + Penalty 2671.893281 = -366303.870599
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (11270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7695.560000 sec): 2 clusters
  Score: Raw -1168729.728910 + Penalty 1516.108686 = -1167213.620224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7695.820000 sec): 3 clusters
  Score: Raw -1162305.249781 + Penalty 3032.217372 = -1159273.032409
  nChanged 4864
		SP:Iteration 1F (7696.050000 sec): 3 clusters
  Score: Raw -1165105.692320 + Penalty 3032.217372 = -1162073.474947
  nChanged 763
		SP:Iteration 2F (7696.230000 sec): 3 clusters
  Score: Raw -1165547.486399 + Penalty 3032.217372 = -1162515.269026
  nChanged 717
		SP:Iteration 3F (7696.440000 sec): 3 clusters
  Score: Raw -1165969.080069 + Penalty 3032.217372 = -1162936.862697
  nChanged 686
		SP:Iteration 4F (7696.700000 sec): 3 clusters
  Score: Raw -1166371.640815 + Penalty 3032.217372 = -1163339.423443
  nChanged 674
		SP:Iteration 5F (7696.930000 sec): 3 clusters
  Score: Raw -1166789.007775 + Penalty 3032.217372 = -1163756.790402
  nChanged 615
		SP:Iteration 6F (7697.180000 sec): 3 clusters
  Score: Raw -1167156.987877 + Penalty 3032.217372 = -1164124.770505
  nChanged 515
		SP:Iteration 7Q (7697.420000 sec): 3 clusters
  Score: Raw -1167446.640220 + Penalty 3032.217372 = -1164414.422848
  nChanged 446
		SP:Iteration 8Q (7697.700000 sec): 3 clusters
  Score: Raw -1167676.709130 + Penalty 3032.217372 = -1164644.491758
  nChanged 382
		SP:Iteration 9Q (7697.910000 sec): 3 clusters
  Score: Raw -1167868.235450 + Penalty 3032.217372 = -1164836.018078
  nChanged 308
		SP:Iteration 10Q (7698.160000 sec): 3 clusters
  Score: Raw -1167996.835933 + Penalty 3032.217372 = -1164964.618561
  nChanged 273
		SP:Iteration 11Q (7698.420000 sec): 3 clusters
  Score: Raw -1168097.251243 + Penalty 3032.217372 = -1165065.033870
  nChanged 212
		SP:Iteration 12Q (7698.620000 sec): 3 clusters
  Score: Raw -1168183.165486 + Penalty 3032.217372 = -1165150.948113
  nChanged 201
		SP:Iteration 13Q (7698.860000 sec): 3 clusters
  Score: Raw -1168271.857563 + Penalty 3032.217372 = -1165239.640190
  nChanged 182
		SP:Iteration 14Q (7699.140000 sec): 3 clusters
  Score: Raw -1168346.823760 + Penalty 3032.217372 = -1165314.606388
  nChanged 160
		SP:Iteration 15Q (7699.380000 sec): 3 clusters
  Score: Raw -1168406.305103 + Penalty 3032.217372 = -1165374.087730
  nChanged 153
		SP:Iteration 16Q (7699.600000 sec): 3 clusters
  Score: Raw -1168464.779589 + Penalty 3032.217372 = -1165432.562216
  nChanged 154
		SP:Iteration 17Q (7699.860000 sec): 3 clusters
  Score: Raw -1168528.385529 + Penalty 3032.217372 = -1165496.168156
  nChanged 156
		SP:Iteration 18Q (7700.070000 sec): 3 clusters
  Score: Raw -1168602.391552 + Penalty 3032.217372 = -1165570.174180
  nChanged 171
		SP:Iteration 19Q (7700.300000 sec): 3 clusters
  Score: Raw -1168691.281516 + Penalty 3032.217372 = -1165659.064143
  nChanged 148
		SP:Iteration 20F (7700.530000 sec): 3 clusters
  Score: Raw -1168772.698140 + Penalty 3032.217372 = -1165740.480768
  nChanged 159
		SP:Iteration 21Q (7700.760000 sec): 3 clusters
  Score: Raw -1168874.847228 + Penalty 3032.217372 = -1165842.629856
  nChanged 130
		SP:Iteration 22Q (7700.990000 sec): 3 clusters
  Score: Raw -1168949.657544 + Penalty 3032.217372 = -1165917.440172
  nChanged 104
		SP:Iteration 23Q (7701.240000 sec): 3 clusters
  Score: Raw -1169000.444853 + Penalty 3032.217372 = -1165968.227481
  nChanged 94
		SP:Iteration 24Q (7701.440000 sec): 3 clusters
  Score: Raw -1169050.197726 + Penalty 3032.217372 = -1166017.980354
  nChanged 82
		SP:Iteration 25Q (7701.650000 sec): 3 clusters
  Score: Raw -1169112.188544 + Penalty 3032.217372 = -1166079.971171
  nChanged 93
		SP:Iteration 26Q (7701.890000 sec): 3 clusters
  Score: Raw -1169189.294214 + Penalty 3032.217372 = -1166157.076842
  nChanged 81
		SP:Iteration 27Q (7702.090000 sec): 3 clusters
  Score: Raw -1169251.229106 + Penalty 3032.217372 = -1166219.011734
  nChanged 71
		SP:Iteration 28Q (7702.340000 sec): 3 clusters
  Score: Raw -1169301.920957 + Penalty 3032.217372 = -1166269.703585
  nChanged 62
		SP:Iteration 29Q (7702.590000 sec): 3 clusters
  Score: Raw -1169346.812714 + Penalty 3032.217372 = -1166314.595342
  nChanged 47
		SP:Iteration 30Q (7702.840000 sec): 3 clusters
  Score: Raw -1169372.897430 + Penalty 3032.217372 = -1166340.680058
  nChanged 37
		SP:Iteration 31Q (7703.100000 sec): 3 clusters
  Score: Raw -1169398.099376 + Penalty 3032.217372 = -1166365.882003
  nChanged 34
		SP:Iteration 32Q (7703.300000 sec): 3 clusters
  Score: Raw -1169420.234169 + Penalty 3032.217372 = -1166388.016797
  nChanged 28
		SP:Iteration 33Q (7703.540000 sec): 3 clusters
  Score: Raw -1169442.731183 + Penalty 3032.217372 = -1166410.513811
  nChanged 30
		SP:Iteration 34Q (7703.740000 sec): 3 clusters
  Score: Raw -1169463.560726 + Penalty 3032.217372 = -1166431.343353
  nChanged 22
		SP:Iteration 35Q (7703.980000 sec): 3 clusters
  Score: Raw -1169475.273112 + Penalty 3032.217372 = -1166443.055740
  nChanged 19
		SP:Iteration 36Q (7704.270000 sec): 3 clusters
  Score: Raw -1169485.724697 + Penalty 3032.217372 = -1166453.507325
  nChanged 14
		SP:Iteration 37Q (7704.530000 sec): 3 clusters
  Score: Raw -1169492.239117 + Penalty 3032.217372 = -1166460.021745
  nChanged 10
		SP:Iteration 38Q (7704.730000 sec): 3 clusters
  Score: Raw -1169497.232240 + Penalty 3032.217372 = -1166465.014868
  nChanged 9
		SP:Iteration 39Q (7704.990000 sec): 3 clusters
  Score: Raw -1169502.443398 + Penalty 3032.217372 = -1166470.226026
  nChanged 10
		SP:Iteration 40F (7705.250000 sec): 3 clusters
  Score: Raw -1169508.383795 + Penalty 3032.217372 = -1166476.166423
  nChanged 9
		SP:Iteration 41Q (7705.520000 sec): 3 clusters
  Score: Raw -1169512.586992 + Penalty 3032.217372 = -1166480.369620
  nChanged 10
		SP:Iteration 42Q (7705.750000 sec): 3 clusters
  Score: Raw -1169515.676946 + Penalty 3032.217372 = -1166483.459574
  nChanged 2
		SP:Iteration 43Q (7706.030000 sec): 3 clusters
  Score: Raw -1169516.655083 + Penalty 3032.217372 = -1166484.437711
  nChanged 1
		SP:Iteration 44Q (7706.240000 sec): 3 clusters
  Score: Raw -1169517.001550 + Penalty 3032.217372 = -1166484.784178
  nChanged 1
		SP:Iteration 45Q (7706.440000 sec): 3 clusters
  Score: Raw -1169517.487158 + Penalty 3032.217372 = -1166485.269786
  nChanged 0
		SP:Iteration 46F (7706.670000 sec): 3 clusters
  Score: Raw -1169517.487158 + Penalty 3032.217372 = -1166485.269786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7706.800000 sec): 2 clusters
  Score: Raw -670011.265536 + Penalty 1426.152237 = -668585.113299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7707.040000 sec): 3 clusters
  Score: Raw -666511.878921 + Penalty 2852.304473 = -663659.574447
  nChanged 2714
		SP:Iteration 1F (7707.280000 sec): 3 clusters
  Score: Raw -667934.168991 + Penalty 2852.304473 = -665081.864518
  nChanged 426
		SP:Iteration 2F (7707.480000 sec): 3 clusters
  Score: Raw -668164.664711 + Penalty 2852.304473 = -665312.360237
  nChanged 366
		SP:Iteration 3F (7707.690000 sec): 3 clusters
  Score: Raw -668345.513594 + Penalty 2852.304473 = -665493.209120
  nChanged 321
		SP:Iteration 4Q (7707.930000 sec): 3 clusters
  Score: Raw -668507.848134 + Penalty 2852.304473 = -665655.543661
  nChanged 308
		SP:Iteration 5Q (7708.200000 sec): 3 clusters
  Score: Raw -668672.586441 + Penalty 2852.304473 = -665820.281968
  nChanged 295
		SP:Iteration 6Q (7708.420000 sec): 3 clusters
  Score: Raw -668834.328645 + Penalty 2852.304473 = -665982.024171
  nChanged 309
		SP:Iteration 7Q (7708.640000 sec): 3 clusters
  Score: Raw -669006.425458 + Penalty 2852.304473 = -666154.120984
  nChanged 251
		SP:Iteration 8Q (7708.830000 sec): 3 clusters
  Score: Raw -669148.348032 + Penalty 2852.304473 = -666296.043558
  nChanged 236
		SP:Iteration 9Q (7708.990000 sec): 3 clusters
  Score: Raw -669270.329629 + Penalty 2852.304473 = -666418.025155
  nChanged 205
		SP:Iteration 10Q (7709.260000 sec): 3 clusters
  Score: Raw -669370.015795 + Penalty 2852.304473 = -666517.711322
  nChanged 177
		SP:Iteration 11Q (7709.440000 sec): 3 clusters
  Score: Raw -669446.595040 + Penalty 2852.304473 = -666594.290566
  nChanged 141
		SP:Iteration 12Q (7709.660000 sec): 3 clusters
  Score: Raw -669494.915712 + Penalty 2852.304473 = -666642.611238
  nChanged 103
		SP:Iteration 13Q (7709.830000 sec): 3 clusters
  Score: Raw -669525.989740 + Penalty 2852.304473 = -666673.685267
  nChanged 85
		SP:Iteration 14Q (7710.040000 sec): 3 clusters
  Score: Raw -669551.567964 + Penalty 2852.304473 = -666699.263490
  nChanged 75
		SP:Iteration 15Q (7710.260000 sec): 3 clusters
  Score: Raw -669572.430573 + Penalty 2852.304473 = -666720.126099
  nChanged 63
		SP:Iteration 16Q (7710.470000 sec): 3 clusters
  Score: Raw -669589.072380 + Penalty 2852.304473 = -666736.767907
  nChanged 45
		SP:Iteration 17Q (7710.650000 sec): 3 clusters
  Score: Raw -669601.713258 + Penalty 2852.304473 = -666749.408785
  nChanged 40
		SP:Iteration 18Q (7710.910000 sec): 3 clusters
  Score: Raw -669612.332674 + Penalty 2852.304473 = -666760.028201
  nChanged 42
		SP:Iteration 19Q (7711.100000 sec): 3 clusters
  Score: Raw -669624.359134 + Penalty 2852.304473 = -666772.054661
  nChanged 52
		SP:Iteration 20F (7711.300000 sec): 3 clusters
  Score: Raw -669638.758564 + Penalty 2852.304473 = -666786.454091
  nChanged 59
		SP:Iteration 21Q (7711.530000 sec): 3 clusters
  Score: Raw -669658.522807 + Penalty 2852.304473 = -666806.218333
  nChanged 71
		SP:Iteration 22Q (7711.720000 sec): 3 clusters
  Score: Raw -669681.103259 + Penalty 2852.304473 = -666828.798786
  nChanged 69
		SP:Iteration 23Q (7711.970000 sec): 3 clusters
  Score: Raw -669705.518899 + Penalty 2852.304473 = -666853.214426
  nChanged 74
		SP:Iteration 24Q (7712.170000 sec): 3 clusters
  Score: Raw -669731.354298 + Penalty 2852.304473 = -666879.049825
  nChanged 68
		SP:Iteration 25Q (7712.380000 sec): 3 clusters
  Score: Raw -669752.231143 + Penalty 2852.304473 = -666899.926670
  nChanged 70
		SP:Iteration 26Q (7712.610000 sec): 3 clusters
  Score: Raw -669772.851192 + Penalty 2852.304473 = -666920.546718
  nChanged 53
		SP:Iteration 27Q (7712.800000 sec): 3 clusters
  Score: Raw -669791.211120 + Penalty 2852.304473 = -666938.906647
  nChanged 56
		SP:Iteration 28Q (7713.080000 sec): 3 clusters
  Score: Raw -669816.017916 + Penalty 2852.304473 = -666963.713443
  nChanged 57
		SP:Iteration 29Q (7713.290000 sec): 3 clusters
  Score: Raw -669844.385651 + Penalty 2852.304473 = -666992.081178
  nChanged 65
		SP:Iteration 30Q (7713.520000 sec): 3 clusters
  Score: Raw -669880.838832 + Penalty 2852.304473 = -667028.534359
  nChanged 64
		SP:Iteration 31Q (7713.730000 sec): 3 clusters
  Score: Raw -669915.621186 + Penalty 2852.304473 = -667063.316712
  nChanged 64
		SP:Iteration 32Q (7714.000000 sec): 3 clusters
  Score: Raw -669947.489314 + Penalty 2852.304473 = -667095.184841
  nChanged 67
		SP:Iteration 33Q (7714.210000 sec): 3 clusters
  Score: Raw -669981.522790 + Penalty 2852.304473 = -667129.218317
  nChanged 61
		SP:Iteration 34Q (7714.470000 sec): 3 clusters
  Score: Raw -670017.692441 + Penalty 2852.304473 = -667165.387967
  nChanged 69
		SP:Iteration 35Q (7714.630000 sec): 3 clusters
  Score: Raw -670054.336032 + Penalty 2852.304473 = -667202.031559
  nChanged 59
		SP:Iteration 36Q (7714.850000 sec): 3 clusters
  Score: Raw -670091.920488 + Penalty 2852.304473 = -667239.616014
  nChanged 61
		SP:Iteration 37Q (7715.030000 sec): 3 clusters
  Score: Raw -670121.354107 + Penalty 2852.304473 = -667269.049634
  nChanged 53
		SP:Iteration 38Q (7715.230000 sec): 3 clusters
  Score: Raw -670147.572281 + Penalty 2852.304473 = -667295.267808
  nChanged 44
		SP:Iteration 39Q (7715.410000 sec): 3 clusters
  Score: Raw -670171.179279 + Penalty 2852.304473 = -667318.874806
  nChanged 39
		SP:Iteration 40F (7715.600000 sec): 3 clusters
  Score: Raw -670193.674374 + Penalty 2852.304473 = -667341.369901
  nChanged 31
		SP:Iteration 41Q (7715.850000 sec): 3 clusters
  Score: Raw -670209.027719 + Penalty 2852.304473 = -667356.723246
  nChanged 34
		SP:Iteration 42Q (7716.060000 sec): 3 clusters
  Score: Raw -670222.828429 + Penalty 2852.304473 = -667370.523956
  nChanged 18
		SP:Iteration 43Q (7716.230000 sec): 3 clusters
  Score: Raw -670229.663094 + Penalty 2852.304473 = -667377.358621
  nChanged 13
		SP:Iteration 44Q (7716.400000 sec): 3 clusters
  Score: Raw -670236.186326 + Penalty 2852.304473 = -667383.881853
  nChanged 14
		SP:Iteration 45Q (7716.600000 sec): 3 clusters
  Score: Raw -670243.080309 + Penalty 2852.304473 = -667390.775836
  nChanged 13
		SP:Iteration 46Q (7716.820000 sec): 3 clusters
  Score: Raw -670248.283900 + Penalty 2852.304473 = -667395.979427
  nChanged 6
		SP:Iteration 47Q (7717.010000 sec): 3 clusters
  Score: Raw -670250.837031 + Penalty 2852.304473 = -667398.532557
  nChanged 6
		SP:Iteration 48Q (7717.250000 sec): 3 clusters
  Score: Raw -670254.073827 + Penalty 2852.304473 = -667401.769354
  nChanged 8
		SP:Iteration 49Q (7717.450000 sec): 3 clusters
  Score: Raw -670257.260986 + Penalty 2852.304473 = -667404.956513
  nChanged 5
		SP:Iteration 50Q (7717.710000 sec): 3 clusters
  Score: Raw -670259.654446 + Penalty 2852.304473 = -667407.349973
  nChanged 7
		SP:Iteration 51Q (7717.880000 sec): 3 clusters
  Score: Raw -670261.989271 + Penalty 2852.304473 = -667409.684798
  nChanged 7
		SP:Iteration 52Q (7718.080000 sec): 3 clusters
  Score: Raw -670263.368247 + Penalty 2852.304473 = -667411.063774
  nChanged 0
		SP:Iteration 53F (7718.320000 sec): 3 clusters
  Score: Raw -670263.368247 + Penalty 2852.304473 = -667411.063774
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7718.450000 sec): 2 clusters
  Score: Raw -158252.488128 + Penalty 1188.614835 = -157063.873293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7718.670000 sec): 3 clusters
  Score: Raw -157627.036886 + Penalty 2377.229671 = -155249.807215
  nChanged 501
		SP:Iteration 1F (7718.890000 sec): 3 clusters
  Score: Raw -158138.625850 + Penalty 2377.229671 = -155761.396179
  nChanged 172
		SP:Iteration 2F (7719.100000 sec): 3 clusters
  Score: Raw -158501.317343 + Penalty 2377.229671 = -156124.087672
  nChanged 152
		SP:Iteration 3F (7719.320000 sec): 3 clusters
  Score: Raw -158749.701318 + Penalty 2377.229671 = -156372.471648
  nChanged 129
		SP:Iteration 4F (7719.540000 sec): 3 clusters
  Score: Raw -158947.929418 + Penalty 2377.229671 = -156570.699747
  nChanged 103
		SP:Iteration 5F (7719.740000 sec): 3 clusters
  Score: Raw -159132.497309 + Penalty 2377.229671 = -156755.267638
  nChanged 72
		SP:Iteration 6Q (7719.960000 sec): 3 clusters
  Score: Raw -159280.213572 + Penalty 2377.229671 = -156902.983902
  nChanged 57
		SP:Iteration 7Q (7720.160000 sec): 3 clusters
  Score: Raw -159399.321985 + Penalty 2377.229671 = -157022.092314
  nChanged 32
		SP:Iteration 8Q (7720.370000 sec): 3 clusters
  Score: Raw -159480.786184 + Penalty 2377.229671 = -157103.556514
  nChanged 26
		SP:Iteration 9Q (7720.580000 sec): 3 clusters
  Score: Raw -159540.180137 + Penalty 2377.229671 = -157162.950467
  nChanged 17
		SP:Iteration 10Q (7720.800000 sec): 3 clusters
  Score: Raw -159580.149919 + Penalty 2377.229671 = -157202.920249
  nChanged 14
		SP:Iteration 11Q (7720.990000 sec): 3 clusters
  Score: Raw -159613.614896 + Penalty 2377.229671 = -157236.385226
  nChanged 5
		SP:Iteration 12Q (7721.190000 sec): 3 clusters
  Score: Raw -159626.862856 + Penalty 2377.229671 = -157249.633186
  nChanged 1
		SP:Iteration 13Q (7721.380000 sec): 3 clusters
  Score: Raw -159629.240061 + Penalty 2377.229671 = -157252.010390
  nChanged 0
		SP:Iteration 14F (7721.570000 sec): 3 clusters
  Score: Raw -159629.240061 + Penalty 2377.229671 = -157252.010390
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7721.720000 sec): 2 clusters
  Score: Raw -617386.157269 + Penalty 1419.182857 = -615966.974412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7721.960000 sec): 3 clusters
  Score: Raw -614146.064128 + Penalty 2838.365714 = -611307.698414
  nChanged 2595
		SP:Iteration 1F (7722.170000 sec): 3 clusters
  Score: Raw -615732.894067 + Penalty 2838.365714 = -612894.528353
  nChanged 499
		SP:Iteration 2F (7722.410000 sec): 3 clusters
  Score: Raw -616073.847111 + Penalty 2838.365714 = -613235.481396
  nChanged 416
		SP:Iteration 3F (7722.660000 sec): 3 clusters
  Score: Raw -616370.537132 + Penalty 2838.365714 = -613532.171418
  nChanged 398
		SP:Iteration 4F (7722.930000 sec): 3 clusters
  Score: Raw -616623.685780 + Penalty 2838.365714 = -613785.320066
  nChanged 334
		SP:Iteration 5F (7723.170000 sec): 3 clusters
  Score: Raw -616800.055069 + Penalty 2838.365714 = -613961.689354
  nChanged 279
		SP:Iteration 6Q (7723.380000 sec): 3 clusters
  Score: Raw -616954.777855 + Penalty 2838.365714 = -614116.412141
  nChanged 248
		SP:Iteration 7Q (7723.570000 sec): 3 clusters
  Score: Raw -617110.235117 + Penalty 2838.365714 = -614271.869403
  nChanged 232
		SP:Iteration 8Q (7723.790000 sec): 3 clusters
  Score: Raw -617258.453152 + Penalty 2838.365714 = -614420.087438
  nChanged 221
		SP:Iteration 9Q (7724.020000 sec): 3 clusters
  Score: Raw -617398.167441 + Penalty 2838.365714 = -614559.801727
  nChanged 168
		SP:Iteration 10Q (7724.170000 sec): 3 clusters
  Score: Raw -617496.884918 + Penalty 2838.365714 = -614658.519204
  nChanged 135
		SP:Iteration 11Q (7724.370000 sec): 3 clusters
  Score: Raw -617574.356114 + Penalty 2838.365714 = -614735.990400
  nChanged 122
		SP:Iteration 12Q (7724.650000 sec): 3 clusters
  Score: Raw -617653.974937 + Penalty 2838.365714 = -614815.609223
  nChanged 122
		SP:Iteration 13Q (7724.880000 sec): 3 clusters
  Score: Raw -617737.417689 + Penalty 2838.365714 = -614899.051974
  nChanged 96
		SP:Iteration 14Q (7725.060000 sec): 3 clusters
  Score: Raw -617796.270794 + Penalty 2838.365714 = -614957.905080
  nChanged 98
		SP:Iteration 15Q (7725.250000 sec): 3 clusters
  Score: Raw -617854.529293 + Penalty 2838.365714 = -615016.163579
  nChanged 90
		SP:Iteration 16Q (7725.490000 sec): 3 clusters
  Score: Raw -617904.981784 + Penalty 2838.365714 = -615066.616070
  nChanged 69
		SP:Iteration 17Q (7725.710000 sec): 3 clusters
  Score: Raw -617936.406185 + Penalty 2838.365714 = -615098.040470
  nChanged 54
		SP:Iteration 18Q (7725.920000 sec): 3 clusters
  Score: Raw -617960.989697 + Penalty 2838.365714 = -615122.623983
  nChanged 52
		SP:Iteration 19Q (7726.120000 sec): 3 clusters
  Score: Raw -617982.848700 + Penalty 2838.365714 = -615144.482986
  nChanged 39
		SP:Iteration 20F (7726.320000 sec): 3 clusters
  Score: Raw -617995.729359 + Penalty 2838.365714 = -615157.363645
  nChanged 38
		SP:Iteration 21Q (7726.520000 sec): 3 clusters
  Score: Raw -618007.053527 + Penalty 2838.365714 = -615168.687813
  nChanged 32
		SP:Iteration 22Q (7726.770000 sec): 3 clusters
  Score: Raw -618021.139189 + Penalty 2838.365714 = -615182.773475
  nChanged 36
		SP:Iteration 23Q (7726.960000 sec): 3 clusters
  Score: Raw -618035.317198 + Penalty 2838.365714 = -615196.951484
  nChanged 29
		SP:Iteration 24Q (7727.160000 sec): 3 clusters
  Score: Raw -618044.802933 + Penalty 2838.365714 = -615206.437219
  nChanged 23
		SP:Iteration 25Q (7727.340000 sec): 3 clusters
  Score: Raw -618052.067653 + Penalty 2838.365714 = -615213.701939
  nChanged 22
		SP:Iteration 26Q (7727.590000 sec): 3 clusters
  Score: Raw -618059.621575 + Penalty 2838.365714 = -615221.255861
  nChanged 24
		SP:Iteration 27Q (7727.780000 sec): 3 clusters
  Score: Raw -618067.478107 + Penalty 2838.365714 = -615229.112392
  nChanged 15
		SP:Iteration 28Q (7728.000000 sec): 3 clusters
  Score: Raw -618072.723305 + Penalty 2838.365714 = -615234.357591
  nChanged 10
		SP:Iteration 29Q (7728.180000 sec): 3 clusters
  Score: Raw -618075.579944 + Penalty 2838.365714 = -615237.214230
  nChanged 8
		SP:Iteration 30Q (7728.360000 sec): 3 clusters
  Score: Raw -618077.892266 + Penalty 2838.365714 = -615239.526552
  nChanged 4
		SP:Iteration 31Q (7728.550000 sec): 3 clusters
  Score: Raw -618078.613113 + Penalty 2838.365714 = -615240.247398
  nChanged 3
		SP:Iteration 32Q (7728.750000 sec): 3 clusters
  Score: Raw -618079.094132 + Penalty 2838.365714 = -615240.728418
  nChanged 2
		SP:Iteration 33Q (7728.920000 sec): 3 clusters
  Score: Raw -618079.526007 + Penalty 2838.365714 = -615241.160293
  nChanged 1
		SP:Iteration 34Q (7729.130000 sec): 3 clusters
  Score: Raw -618080.000177 + Penalty 2838.365714 = -615241.634463
  nChanged 2
		SP:Iteration 35Q (7729.310000 sec): 3 clusters
  Score: Raw -618080.449629 + Penalty 2838.365714 = -615242.083914
  nChanged 1
		SP:Iteration 36Q (7729.580000 sec): 3 clusters
  Score: Raw -618080.530991 + Penalty 2838.365714 = -615242.165277
  nChanged 0
		SP:Iteration 37F (7729.770000 sec): 3 clusters
  Score: Raw -618080.530991 + Penalty 2838.365714 = -615242.165277
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (25947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7729.950000 sec): 2 clusters
  Score: Raw -2618244.521336 + Penalty 1651.619332 = -2616592.902004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7730.250000 sec): 3 clusters
  Score: Raw -2602334.409213 + Penalty 3303.238664 = -2599031.170549
  nChanged 11852
		SP:Iteration 1F (7730.520000 sec): 3 clusters
  Score: Raw -2609097.638086 + Penalty 3303.238664 = -2605794.399421
  nChanged 1237
		SP:Iteration 2Q (7730.820000 sec): 3 clusters
  Score: Raw -2609549.778297 + Penalty 3303.238664 = -2606246.539632
  nChanged 1189
		SP:Iteration 3Q (7731.130000 sec): 3 clusters
  Score: Raw -2610006.281071 + Penalty 3303.238664 = -2606703.042407
  nChanged 1187
		SP:Iteration 4Q (7731.450000 sec): 3 clusters
  Score: Raw -2610458.670431 + Penalty 3303.238664 = -2607155.431766
  nChanged 1130
		SP:Iteration 5Q (7731.800000 sec): 3 clusters
  Score: Raw -2610969.209115 + Penalty 3303.238664 = -2607665.970450
  nChanged 1180
		SP:Iteration 6Q (7732.110000 sec): 3 clusters
  Score: Raw -2611551.242112 + Penalty 3303.238664 = -2608248.003448
  nChanged 1305
		SP:Iteration 7F (7732.510000 sec): 3 clusters
  Score: Raw -2612306.789463 + Penalty 3303.238664 = -2609003.550798
  nChanged 1435
		SP:Iteration 8F (7732.820000 sec): 3 clusters
  Score: Raw -2613227.354034 + Penalty 3303.238664 = -2609924.115369
  nChanged 1459
		SP:Iteration 9F (7733.230000 sec): 3 clusters
  Score: Raw -2614282.253406 + Penalty 3303.238664 = -2610979.014741
  nChanged 1431
		SP:Iteration 10F (7733.520000 sec): 3 clusters
  Score: Raw -2615428.267360 + Penalty 3303.238664 = -2612125.028696
  nChanged 1307
		SP:Iteration 11F (7733.890000 sec): 3 clusters
  Score: Raw -2616552.096192 + Penalty 3303.238664 = -2613248.857528
  nChanged 928
		SP:Iteration 12Q (7734.160000 sec): 3 clusters
  Score: Raw -2617357.611765 + Penalty 3303.238664 = -2614054.373101
  nChanged 572
		SP:Iteration 13Q (7734.490000 sec): 3 clusters
  Score: Raw -2617840.199946 + Penalty 3303.238664 = -2614536.961282
  nChanged 325
		SP:Iteration 14Q (7734.790000 sec): 3 clusters
  Score: Raw -2618093.861062 + Penalty 3303.238664 = -2614790.622397
  nChanged 203
		SP:Iteration 15Q (7735.110000 sec): 3 clusters
  Score: Raw -2618244.680764 + Penalty 3303.238664 = -2614941.442100
  nChanged 127
		SP:Iteration 16Q (7735.350000 sec): 3 clusters
  Score: Raw -2618335.336062 + Penalty 3303.238664 = -2615032.097398
  nChanged 94
		SP:Iteration 17Q (7735.650000 sec): 3 clusters
  Score: Raw -2618399.271244 + Penalty 3303.238664 = -2615096.032580
  nChanged 58
		SP:Iteration 18Q (7735.910000 sec): 3 clusters
  Score: Raw -2618435.445495 + Penalty 3303.238664 = -2615132.206830
  nChanged 44
		SP:Iteration 19Q (7736.170000 sec): 3 clusters
  Score: Raw -2618464.709672 + Penalty 3303.238664 = -2615161.471007
  nChanged 34
		SP:Iteration 20F (7736.510000 sec): 3 clusters
  Score: Raw -2618489.241713 + Penalty 3303.238664 = -2615186.003049
  nChanged 31
		SP:Iteration 21Q (7736.800000 sec): 3 clusters
  Score: Raw -2618511.479593 + Penalty 3303.238664 = -2615208.240929
  nChanged 19
		SP:Iteration 22Q (7737.090000 sec): 3 clusters
  Score: Raw -2618524.486778 + Penalty 3303.238664 = -2615221.248114
  nChanged 13
		SP:Iteration 23Q (7737.410000 sec): 3 clusters
  Score: Raw -2618532.271663 + Penalty 3303.238664 = -2615229.032998
  nChanged 14
		SP:Iteration 24Q (7737.720000 sec): 3 clusters
  Score: Raw -2618538.342735 + Penalty 3303.238664 = -2615235.104071
  nChanged 5
		SP:Iteration 25Q (7738.050000 sec): 3 clusters
  Score: Raw -2618542.296908 + Penalty 3303.238664 = -2615239.058243
  nChanged 7
		SP:Iteration 26Q (7738.370000 sec): 3 clusters
  Score: Raw -2618546.619246 + Penalty 3303.238664 = -2615243.380582
  nChanged 6
		SP:Iteration 27Q (7738.720000 sec): 3 clusters
  Score: Raw -2618552.552790 + Penalty 3303.238664 = -2615249.314125
  nChanged 10
		SP:Iteration 28Q (7739.010000 sec): 3 clusters
  Score: Raw -2618560.474431 + Penalty 3303.238664 = -2615257.235767
  nChanged 13
		SP:Iteration 29Q (7739.350000 sec): 3 clusters
  Score: Raw -2618573.299526 + Penalty 3303.238664 = -2615270.060861
  nChanged 12
		SP:Iteration 30Q (7739.670000 sec): 3 clusters
  Score: Raw -2618582.464686 + Penalty 3303.238664 = -2615279.226022
  nChanged 10
		SP:Iteration 31Q (7739.930000 sec): 3 clusters
  Score: Raw -2618592.455451 + Penalty 3303.238664 = -2615289.216786
  nChanged 12
		SP:Iteration 32Q (7740.220000 sec): 3 clusters
  Score: Raw -2618600.763036 + Penalty 3303.238664 = -2615297.524372
  nChanged 9
		SP:Iteration 33Q (7740.470000 sec): 3 clusters
  Score: Raw -2618605.894110 + Penalty 3303.238664 = -2615302.655446
  nChanged 5
		SP:Iteration 34Q (7740.720000 sec): 3 clusters
  Score: Raw -2618610.728937 + Penalty 3303.238664 = -2615307.490272
  nChanged 5
		SP:Iteration 35Q (7740.980000 sec): 3 clusters
  Score: Raw -2618615.122335 + Penalty 3303.238664 = -2615311.883670
  nChanged 1
		SP:Iteration 36Q (7741.300000 sec): 3 clusters
  Score: Raw -2618615.798602 + Penalty 3303.238664 = -2615312.559938
  nChanged 0
		SP:Iteration 37F (7741.590000 sec): 3 clusters
  Score: Raw -2618615.798602 + Penalty 3303.238664 = -2615312.559938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (2056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7741.670000 sec): 2 clusters
  Score: Raw -179515.272303 + Penalty 1239.634114 = -178275.638189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7741.910000 sec): 3 clusters
  Score: Raw -178759.660054 + Penalty 2479.268229 = -176280.391826
  nChanged 790
		SP:Iteration 1F (7742.100000 sec): 3 clusters
  Score: Raw -179704.997611 + Penalty 2479.268229 = -177225.729382
  nChanged 278
		SP:Iteration 2F (7742.270000 sec): 3 clusters
  Score: Raw -180094.454671 + Penalty 2479.268229 = -177615.186442
  nChanged 165
		SP:Iteration 3F (7742.470000 sec): 3 clusters
  Score: Raw -180321.362974 + Penalty 2479.268229 = -177842.094746
  nChanged 125
		SP:Iteration 4F (7742.660000 sec): 3 clusters
  Score: Raw -180471.669365 + Penalty 2479.268229 = -177992.401136
  nChanged 78
		SP:Iteration 5Q (7742.860000 sec): 3 clusters
  Score: Raw -180568.065664 + Penalty 2479.268229 = -178088.797435
  nChanged 64
		SP:Iteration 6Q (7743.080000 sec): 3 clusters
  Score: Raw -180654.080600 + Penalty 2479.268229 = -178174.812371
  nChanged 55
		SP:Iteration 7Q (7743.280000 sec): 3 clusters
  Score: Raw -180725.795426 + Penalty 2479.268229 = -178246.527197
  nChanged 52
		SP:Iteration 8Q (7743.510000 sec): 3 clusters
  Score: Raw -180804.647422 + Penalty 2479.268229 = -178325.379194
  nChanged 44
		SP:Iteration 9Q (7743.720000 sec): 3 clusters
  Score: Raw -180844.166339 + Penalty 2479.268229 = -178364.898110
  nChanged 24
		SP:Iteration 10Q (7743.930000 sec): 3 clusters
  Score: Raw -180864.539186 + Penalty 2479.268229 = -178385.270958
  nChanged 16
		SP:Iteration 11Q (7744.130000 sec): 3 clusters
  Score: Raw -180876.247243 + Penalty 2479.268229 = -178396.979015
  nChanged 13
		SP:Iteration 12Q (7744.330000 sec): 3 clusters
  Score: Raw -180883.011940 + Penalty 2479.268229 = -178403.743711
  nChanged 5
		SP:Iteration 13Q (7744.540000 sec): 3 clusters
  Score: Raw -180885.951517 + Penalty 2479.268229 = -178406.683288
  nChanged 3
		SP:Iteration 14Q (7744.720000 sec): 3 clusters
  Score: Raw -180887.122166 + Penalty 2479.268229 = -178407.853938
  nChanged 0
		SP:Iteration 15F (7744.910000 sec): 3 clusters
  Score: Raw -180887.122166 + Penalty 2479.268229 = -178407.853938
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (1114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7745.040000 sec): 2 clusters
  Score: Raw -110724.211630 + Penalty 1140.053268 = -109584.158362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7745.260000 sec): 3 clusters
  Score: Raw -110336.952112 + Penalty 2280.106537 = -108056.845575
  nChanged 332
		SP:Iteration 1F (7745.460000 sec): 3 clusters
  Score: Raw -110743.261148 + Penalty 2280.106537 = -108463.154612
  nChanged 111
		SP:Iteration 2F (7745.640000 sec): 3 clusters
  Score: Raw -110924.606721 + Penalty 2280.106537 = -108644.500184
  nChanged 86
		SP:Iteration 3F (7745.850000 sec): 3 clusters
  Score: Raw -111097.572066 + Penalty 2280.106537 = -108817.465529
  nChanged 72
		SP:Iteration 4F (7746.030000 sec): 3 clusters
  Score: Raw -111216.109467 + Penalty 2280.106537 = -108936.002930
  nChanged 43
		SP:Iteration 5Q (7746.270000 sec): 3 clusters
  Score: Raw -111297.918399 + Penalty 2280.106537 = -109017.811862
  nChanged 36
		SP:Iteration 6Q (7746.460000 sec): 3 clusters
  Score: Raw -111374.748752 + Penalty 2280.106537 = -109094.642216
  nChanged 28
		SP:Iteration 7Q (7746.650000 sec): 3 clusters
  Score: Raw -111420.038799 + Penalty 2280.106537 = -109139.932262
  nChanged 23
		SP:Iteration 8Q (7746.820000 sec): 3 clusters
  Score: Raw -111453.446539 + Penalty 2280.106537 = -109173.340003
  nChanged 16
		SP:Iteration 9Q (7747.020000 sec): 3 clusters
  Score: Raw -111498.811846 + Penalty 2280.106537 = -109218.705309
  nChanged 21
		SP:Iteration 10Q (7747.240000 sec): 3 clusters
  Score: Raw -111579.964387 + Penalty 2280.106537 = -109299.857850
  nChanged 27
		SP:Iteration 11Q (7747.420000 sec): 3 clusters
  Score: Raw -111759.431266 + Penalty 2280.106537 = -109479.324730
  nChanged 24
		SP:Iteration 12Q (7747.620000 sec): 3 clusters
  Score: Raw -112052.812811 + Penalty 2280.106537 = -109772.706275
  nChanged 27
		SP:Iteration 13Q (7747.820000 sec): 3 clusters
  Score: Raw -112187.671551 + Penalty 2280.106537 = -109907.565015
  nChanged 19
		SP:Iteration 14Q (7747.990000 sec): 3 clusters
  Score: Raw -112227.926806 + Penalty 2280.106537 = -109947.820269
  nChanged 10
		SP:Iteration 15Q (7748.150000 sec): 3 clusters
  Score: Raw -112249.402059 + Penalty 2280.106537 = -109969.295523
  nChanged 9
		SP:Iteration 16Q (7748.300000 sec): 3 clusters
  Score: Raw -112266.002186 + Penalty 2280.106537 = -109985.895649
  nChanged 7
		SP:Iteration 17Q (7748.490000 sec): 3 clusters
  Score: Raw -112280.623033 + Penalty 2280.106537 = -110000.516496
  nChanged 5
		SP:Iteration 18Q (7748.690000 sec): 3 clusters
  Score: Raw -112290.171331 + Penalty 2280.106537 = -110010.064794
  nChanged 4
		SP:Iteration 19Q (7748.870000 sec): 3 clusters
  Score: Raw -112296.252509 + Penalty 2280.106537 = -110016.145973
  nChanged 3
		SP:Iteration 20F (7749.050000 sec): 3 clusters
  Score: Raw -112308.559491 + Penalty 2280.106537 = -110028.452954
  nChanged 8
		SP:Iteration 21Q (7749.290000 sec): 3 clusters
  Score: Raw -112326.854520 + Penalty 2280.106537 = -110046.747983
  nChanged 7
		SP:Iteration 22Q (7749.480000 sec): 3 clusters
  Score: Raw -112339.876002 + Penalty 2280.106537 = -110059.769466
  nChanged 7
		SP:Iteration 23Q (7749.660000 sec): 3 clusters
  Score: Raw -112360.536804 + Penalty 2280.106537 = -110080.430267
  nChanged 10
		SP:Iteration 24Q (7749.890000 sec): 3 clusters
  Score: Raw -112398.514596 + Penalty 2280.106537 = -110118.408060
  nChanged 13
		SP:Iteration 25Q (7750.090000 sec): 3 clusters
  Score: Raw -112447.679581 + Penalty 2280.106537 = -110167.573045
  nChanged 3
		SP:Iteration 26Q (7750.290000 sec): 3 clusters
  Score: Raw -112461.442089 + Penalty 2280.106537 = -110181.335552
  nChanged 3
		SP:Iteration 27Q (7750.440000 sec): 3 clusters
  Score: Raw -112483.408339 + Penalty 2280.106537 = -110203.301802
  nChanged 2
		SP:Iteration 28Q (7750.650000 sec): 3 clusters
  Score: Raw -112486.291277 + Penalty 2280.106537 = -110206.184740
  nChanged 1
		SP:Iteration 29Q (7750.810000 sec): 3 clusters
  Score: Raw -112487.297434 + Penalty 2280.106537 = -110207.190897
  nChanged 0
		SP:Iteration 30F (7751.000000 sec): 3 clusters
  Score: Raw -112494.798612 + Penalty 2280.106537 = -110214.692075
  nChanged 4
		SP:Iteration 31Q (7751.130000 sec): 3 clusters
  Score: Raw -112503.869185 + Penalty 2280.106537 = -110223.762649
  nChanged 2
		SP:Iteration 32Q (7751.310000 sec): 3 clusters
  Score: Raw -112507.519269 + Penalty 2280.106537 = -110227.412732
  nChanged 3
		SP:Iteration 33Q (7751.500000 sec): 3 clusters
  Score: Raw -112518.361447 + Penalty 2280.106537 = -110238.254910
  nChanged 2
		SP:Iteration 34Q (7751.670000 sec): 3 clusters
  Score: Raw -112521.014969 + Penalty 2280.106537 = -110240.908432
  nChanged 1
		SP:Iteration 35Q (7751.860000 sec): 3 clusters
  Score: Raw -112522.115919 + Penalty 2280.106537 = -110242.009382
  nChanged 0
		SP:Iteration 36F (7752.030000 sec): 3 clusters
  Score: Raw -112522.115919 + Penalty 2280.106537 = -110242.009382
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7752.150000 sec): 2 clusters
  Score: Raw -463067.183809 + Penalty 1368.217637 = -461698.966172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7752.340000 sec): 3 clusters
  Score: Raw -460741.328121 + Penalty 2736.435275 = -458004.892846
  nChanged 1833
		SP:Iteration 1F (7752.550000 sec): 3 clusters
  Score: Raw -461773.982038 + Penalty 2736.435275 = -459037.546764
  nChanged 332
		SP:Iteration 2F (7752.750000 sec): 3 clusters
  Score: Raw -461960.873326 + Penalty 2736.435275 = -459224.438051
  nChanged 242
		SP:Iteration 3F (7752.930000 sec): 3 clusters
  Score: Raw -462088.027100 + Penalty 2736.435275 = -459351.591825
  nChanged 179
		SP:Iteration 4Q (7753.090000 sec): 3 clusters
  Score: Raw -462187.909786 + Penalty 2736.435275 = -459451.474511
  nChanged 170
		SP:Iteration 5Q (7753.280000 sec): 3 clusters
  Score: Raw -462267.001546 + Penalty 2736.435275 = -459530.566271
  nChanged 155
		SP:Iteration 6Q (7753.430000 sec): 3 clusters
  Score: Raw -462350.171133 + Penalty 2736.435275 = -459613.735858
  nChanged 153
		SP:Iteration 7Q (7753.650000 sec): 3 clusters
  Score: Raw -462422.127268 + Penalty 2736.435275 = -459685.691994
  nChanged 130
		SP:Iteration 8Q (7753.830000 sec): 3 clusters
  Score: Raw -462487.112597 + Penalty 2736.435275 = -459750.677322
  nChanged 119
		SP:Iteration 9Q (7754.030000 sec): 3 clusters
  Score: Raw -462539.418307 + Penalty 2736.435275 = -459802.983033
  nChanged 110
		SP:Iteration 10Q (7754.200000 sec): 3 clusters
  Score: Raw -462597.721443 + Penalty 2736.435275 = -459861.286168
  nChanged 119
		SP:Iteration 11Q (7754.430000 sec): 3 clusters
  Score: Raw -462650.108032 + Penalty 2736.435275 = -459913.672757
  nChanged 93
		SP:Iteration 12Q (7754.630000 sec): 3 clusters
  Score: Raw -462689.547789 + Penalty 2736.435275 = -459953.112514
  nChanged 66
		SP:Iteration 13Q (7754.810000 sec): 3 clusters
  Score: Raw -462711.952257 + Penalty 2736.435275 = -459975.516983
  nChanged 54
		SP:Iteration 14Q (7754.990000 sec): 3 clusters
  Score: Raw -462730.741818 + Penalty 2736.435275 = -459994.306543
  nChanged 46
		SP:Iteration 15Q (7755.200000 sec): 3 clusters
  Score: Raw -462746.762873 + Penalty 2736.435275 = -460010.327598
  nChanged 41
		SP:Iteration 16Q (7755.400000 sec): 3 clusters
  Score: Raw -462760.685070 + Penalty 2736.435275 = -460024.249795
  nChanged 44
		SP:Iteration 17Q (7755.660000 sec): 3 clusters
  Score: Raw -462774.431569 + Penalty 2736.435275 = -460037.996294
  nChanged 34
		SP:Iteration 18Q (7755.840000 sec): 3 clusters
  Score: Raw -462785.835464 + Penalty 2736.435275 = -460049.400190
  nChanged 31
		SP:Iteration 19Q (7756.060000 sec): 3 clusters
  Score: Raw -462793.783693 + Penalty 2736.435275 = -460057.348419
  nChanged 27
		SP:Iteration 20F (7756.220000 sec): 3 clusters
  Score: Raw -462801.152636 + Penalty 2736.435275 = -460064.717361
  nChanged 20
		SP:Iteration 21Q (7756.430000 sec): 3 clusters
  Score: Raw -462805.824414 + Penalty 2736.435275 = -460069.389139
  nChanged 15
		SP:Iteration 22Q (7756.660000 sec): 3 clusters
  Score: Raw -462810.633687 + Penalty 2736.435275 = -460074.198412
  nChanged 25
		SP:Iteration 23Q (7756.850000 sec): 3 clusters
  Score: Raw -462818.386720 + Penalty 2736.435275 = -460081.951446
  nChanged 20
		SP:Iteration 24Q (7757.020000 sec): 3 clusters
  Score: Raw -462823.870949 + Penalty 2736.435275 = -460087.435674
  nChanged 17
		SP:Iteration 25Q (7757.200000 sec): 3 clusters
  Score: Raw -462828.253588 + Penalty 2736.435275 = -460091.818313
  nChanged 11
		SP:Iteration 26Q (7757.380000 sec): 3 clusters
  Score: Raw -462831.037091 + Penalty 2736.435275 = -460094.601816
  nChanged 12
		SP:Iteration 27Q (7757.540000 sec): 3 clusters
  Score: Raw -462833.746552 + Penalty 2736.435275 = -460097.311277
  nChanged 12
		SP:Iteration 28Q (7757.730000 sec): 3 clusters
  Score: Raw -462836.283833 + Penalty 2736.435275 = -460099.848558
  nChanged 13
		SP:Iteration 29Q (7757.900000 sec): 3 clusters
  Score: Raw -462838.616337 + Penalty 2736.435275 = -460102.181062
  nChanged 15
		SP:Iteration 30Q (7758.100000 sec): 3 clusters
  Score: Raw -462840.899133 + Penalty 2736.435275 = -460104.463859
  nChanged 7
		SP:Iteration 31Q (7758.310000 sec): 3 clusters
  Score: Raw -462842.017268 + Penalty 2736.435275 = -460105.581993
  nChanged 8
		SP:Iteration 32Q (7758.500000 sec): 3 clusters
  Score: Raw -462843.441838 + Penalty 2736.435275 = -460107.006564
  nChanged 8
		SP:Iteration 33Q (7758.680000 sec): 3 clusters
  Score: Raw -462844.847832 + Penalty 2736.435275 = -460108.412557
  nChanged 6
		SP:Iteration 34Q (7758.930000 sec): 3 clusters
  Score: Raw -462846.538276 + Penalty 2736.435275 = -460110.103001
  nChanged 4
		SP:Iteration 35Q (7759.110000 sec): 3 clusters
  Score: Raw -462847.112084 + Penalty 2736.435275 = -460110.676809
  nChanged 2
		SP:Iteration 36Q (7759.330000 sec): 3 clusters
  Score: Raw -462847.901010 + Penalty 2736.435275 = -460111.465735
  nChanged 3
		SP:Iteration 37Q (7759.540000 sec): 3 clusters
  Score: Raw -462848.505777 + Penalty 2736.435275 = -460112.070502
  nChanged 3
		SP:Iteration 38Q (7759.700000 sec): 3 clusters
  Score: Raw -462849.552817 + Penalty 2736.435275 = -460113.117542
  nChanged 4
		SP:Iteration 39Q (7759.930000 sec): 3 clusters
  Score: Raw -462850.114251 + Penalty 2736.435275 = -460113.678977
  nChanged 3
		SP:Iteration 40F (7760.160000 sec): 3 clusters
  Score: Raw -462850.655345 + Penalty 2736.435275 = -460114.220070
  nChanged 3
		SP:Iteration 41Q (7760.320000 sec): 3 clusters
  Score: Raw -462851.132569 + Penalty 2736.435275 = -460114.697294
  nChanged 4
		SP:Iteration 42Q (7760.600000 sec): 3 clusters
  Score: Raw -462851.988732 + Penalty 2736.435275 = -460115.553457
  nChanged 5
		SP:Iteration 43Q (7760.770000 sec): 3 clusters
  Score: Raw -462853.206808 + Penalty 2736.435275 = -460116.771533
  nChanged 4
		SP:Iteration 44Q (7760.950000 sec): 3 clusters
  Score: Raw -462853.755823 + Penalty 2736.435275 = -460117.320549
  nChanged 4
		SP:Iteration 45Q (7761.210000 sec): 3 clusters
  Score: Raw -462854.584304 + Penalty 2736.435275 = -460118.149029
  nChanged 3
		SP:Iteration 46Q (7761.410000 sec): 3 clusters
  Score: Raw -462855.227057 + Penalty 2736.435275 = -460118.791782
  nChanged 3
		SP:Iteration 47Q (7761.610000 sec): 3 clusters
  Score: Raw -462855.540357 + Penalty 2736.435275 = -460119.105082
  nChanged 1
		SP:Iteration 48Q (7761.790000 sec): 3 clusters
  Score: Raw -462855.649367 + Penalty 2736.435275 = -460119.214093
  nChanged 1
		SP:Iteration 49Q (7762.020000 sec): 3 clusters
  Score: Raw -462855.830615 + Penalty 2736.435275 = -460119.395340
  nChanged 3
		SP:Iteration 50Q (7762.230000 sec): 3 clusters
  Score: Raw -462856.362202 + Penalty 2736.435275 = -460119.926928
  nChanged 3
		SP:Iteration 51Q (7762.460000 sec): 3 clusters
  Score: Raw -462856.708000 + Penalty 2736.435275 = -460120.272725
  nChanged 2
		SP:Iteration 52Q (7762.680000 sec): 3 clusters
  Score: Raw -462856.888090 + Penalty 2736.435275 = -460120.452815
  nChanged 0
		SP:Iteration 53F (7762.890000 sec): 3 clusters
  Score: Raw -462856.888090 + Penalty 2736.435275 = -460120.452815
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7762.980000 sec): 2 clusters
  Score: Raw -476968.506129 + Penalty 1360.402044 = -475608.104085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7763.210000 sec): 3 clusters
  Score: Raw -474722.320684 + Penalty 2720.804088 = -472001.516597
  nChanged 1762
		SP:Iteration 1F (7763.440000 sec): 3 clusters
  Score: Raw -475648.033448 + Penalty 2720.804088 = -472927.229360
  nChanged 292
		SP:Iteration 2F (7763.620000 sec): 3 clusters
  Score: Raw -475811.735621 + Penalty 2720.804088 = -473090.931533
  nChanged 215
		SP:Iteration 3Q (7763.810000 sec): 3 clusters
  Score: Raw -475914.124606 + Penalty 2720.804088 = -473193.320519
  nChanged 150
		SP:Iteration 4Q (7764.090000 sec): 3 clusters
  Score: Raw -475982.748121 + Penalty 2720.804088 = -473261.944033
  nChanged 121
		SP:Iteration 5Q (7764.260000 sec): 3 clusters
  Score: Raw -476048.830414 + Penalty 2720.804088 = -473328.026327
  nChanged 141
		SP:Iteration 6Q (7764.480000 sec): 3 clusters
  Score: Raw -476126.625549 + Penalty 2720.804088 = -473405.821461
  nChanged 124
		SP:Iteration 7Q (7764.690000 sec): 3 clusters
  Score: Raw -476187.281948 + Penalty 2720.804088 = -473466.477860
  nChanged 125
		SP:Iteration 8Q (7764.930000 sec): 3 clusters
  Score: Raw -476258.099607 + Penalty 2720.804088 = -473537.295520
  nChanged 140
		SP:Iteration 9Q (7765.120000 sec): 3 clusters
  Score: Raw -476342.613785 + Penalty 2720.804088 = -473621.809698
  nChanged 147
		SP:Iteration 10Q (7765.320000 sec): 3 clusters
  Score: Raw -476435.611082 + Penalty 2720.804088 = -473714.806995
  nChanged 148
		SP:Iteration 11Q (7765.530000 sec): 3 clusters
  Score: Raw -476538.327647 + Penalty 2720.804088 = -473817.523560
  nChanged 133
		SP:Iteration 12Q (7765.770000 sec): 3 clusters
  Score: Raw -476634.160552 + Penalty 2720.804088 = -473913.356464
  nChanged 126
		SP:Iteration 13Q (7766.010000 sec): 3 clusters
  Score: Raw -476742.202162 + Penalty 2720.804088 = -474021.398074
  nChanged 97
		SP:Iteration 14Q (7766.230000 sec): 3 clusters
  Score: Raw -476818.752190 + Penalty 2720.804088 = -474097.948103
  nChanged 92
		SP:Iteration 15Q (7766.420000 sec): 3 clusters
  Score: Raw -476905.225712 + Penalty 2720.804088 = -474184.421625
  nChanged 73
		SP:Iteration 16Q (7766.600000 sec): 3 clusters
  Score: Raw -476971.169624 + Penalty 2720.804088 = -474250.365536
  nChanged 64
		SP:Iteration 17Q (7766.840000 sec): 3 clusters
  Score: Raw -477023.788130 + Penalty 2720.804088 = -474302.984043
  nChanged 35
		SP:Iteration 18Q (7767.020000 sec): 3 clusters
  Score: Raw -477052.436267 + Penalty 2720.804088 = -474331.632179
  nChanged 25
		SP:Iteration 19Q (7767.250000 sec): 3 clusters
  Score: Raw -477072.458094 + Penalty 2720.804088 = -474351.654006
  nChanged 19
		SP:Iteration 20F (7767.400000 sec): 3 clusters
  Score: Raw -477088.069489 + Penalty 2720.804088 = -474367.265401
  nChanged 17
		SP:Iteration 21Q (7767.620000 sec): 3 clusters
  Score: Raw -477103.693313 + Penalty 2720.804088 = -474382.889225
  nChanged 13
		SP:Iteration 22Q (7767.830000 sec): 3 clusters
  Score: Raw -477112.953172 + Penalty 2720.804088 = -474392.149085
  nChanged 8
		SP:Iteration 23Q (7768.030000 sec): 3 clusters
  Score: Raw -477121.339043 + Penalty 2720.804088 = -474400.534956
  nChanged 6
		SP:Iteration 24Q (7768.190000 sec): 3 clusters
  Score: Raw -477126.629692 + Penalty 2720.804088 = -474405.825604
  nChanged 7
		SP:Iteration 25Q (7768.420000 sec): 3 clusters
  Score: Raw -477130.717334 + Penalty 2720.804088 = -474409.913247
  nChanged 3
		SP:Iteration 26Q (7768.610000 sec): 3 clusters
  Score: Raw -477132.419126 + Penalty 2720.804088 = -474411.615038
  nChanged 2
		SP:Iteration 27Q (7768.820000 sec): 3 clusters
  Score: Raw -477134.411567 + Penalty 2720.804088 = -474413.607479
  nChanged 2
		SP:Iteration 28Q (7768.970000 sec): 3 clusters
  Score: Raw -477135.435718 + Penalty 2720.804088 = -474414.631630
  nChanged 0
		SP:Iteration 29F (7769.160000 sec): 3 clusters
  Score: Raw -477135.435718 + Penalty 2720.804088 = -474414.631630
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (9049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7769.270000 sec): 2 clusters
  Score: Raw -935845.103579 + Penalty 1480.441549 = -934364.662030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7769.480000 sec): 3 clusters
  Score: Raw -930869.393707 + Penalty 2960.883098 = -927908.510609
  nChanged 3908
		SP:Iteration 1F (7769.700000 sec): 3 clusters
  Score: Raw -933104.090244 + Penalty 2960.883098 = -930143.207145
  nChanged 666
		SP:Iteration 2F (7769.920000 sec): 3 clusters
  Score: Raw -933478.359919 + Penalty 2960.883098 = -930517.476821
  nChanged 563
		SP:Iteration 3F (7770.120000 sec): 3 clusters
  Score: Raw -933841.774134 + Penalty 2960.883098 = -930880.891036
  nChanged 582
		SP:Iteration 4F (7770.340000 sec): 3 clusters
  Score: Raw -934235.101932 + Penalty 2960.883098 = -931274.218833
  nChanged 528
		SP:Iteration 5F (7770.510000 sec): 3 clusters
  Score: Raw -934584.844527 + Penalty 2960.883098 = -931623.961429
  nChanged 501
		SP:Iteration 6F (7770.730000 sec): 3 clusters
  Score: Raw -934877.743003 + Penalty 2960.883098 = -931916.859905
  nChanged 415
		SP:Iteration 7Q (7770.960000 sec): 3 clusters
  Score: Raw -935090.144581 + Penalty 2960.883098 = -932129.261483
  nChanged 349
		SP:Iteration 8Q (7771.150000 sec): 3 clusters
  Score: Raw -935255.378858 + Penalty 2960.883098 = -932294.495760
  nChanged 264
		SP:Iteration 9Q (7771.350000 sec): 3 clusters
  Score: Raw -935369.722300 + Penalty 2960.883098 = -932408.839202
  nChanged 206
		SP:Iteration 10Q (7771.570000 sec): 3 clusters
  Score: Raw -935457.997125 + Penalty 2960.883098 = -932497.114027
  nChanged 189
		SP:Iteration 11Q (7771.750000 sec): 3 clusters
  Score: Raw -935542.680266 + Penalty 2960.883098 = -932581.797168
  nChanged 192
		SP:Iteration 12Q (7772.000000 sec): 3 clusters
  Score: Raw -935638.858330 + Penalty 2960.883098 = -932677.975232
  nChanged 169
		SP:Iteration 13Q (7772.200000 sec): 3 clusters
  Score: Raw -935720.035083 + Penalty 2960.883098 = -932759.151985
  nChanged 150
		SP:Iteration 14Q (7772.380000 sec): 3 clusters
  Score: Raw -935782.634517 + Penalty 2960.883098 = -932821.751418
  nChanged 134
		SP:Iteration 15Q (7772.600000 sec): 3 clusters
  Score: Raw -935850.105292 + Penalty 2960.883098 = -932889.222194
  nChanged 139
		SP:Iteration 16Q (7772.770000 sec): 3 clusters
  Score: Raw -935926.906024 + Penalty 2960.883098 = -932966.022925
  nChanged 133
		SP:Iteration 17Q (7772.990000 sec): 3 clusters
  Score: Raw -936016.391543 + Penalty 2960.883098 = -933055.508444
  nChanged 125
		SP:Iteration 18Q (7773.230000 sec): 3 clusters
  Score: Raw -936114.861464 + Penalty 2960.883098 = -933153.978365
  nChanged 136
		SP:Iteration 19Q (7773.410000 sec): 3 clusters
  Score: Raw -936208.978440 + Penalty 2960.883098 = -933248.095342
  nChanged 112
		SP:Iteration 20F (7773.640000 sec): 3 clusters
  Score: Raw -936294.216167 + Penalty 2960.883098 = -933333.333069
  nChanged 92
		SP:Iteration 21Q (7773.810000 sec): 3 clusters
  Score: Raw -936357.771168 + Penalty 2960.883098 = -933396.888069
  nChanged 89
		SP:Iteration 22Q (7774.030000 sec): 3 clusters
  Score: Raw -936413.491380 + Penalty 2960.883098 = -933452.608282
  nChanged 72
		SP:Iteration 23Q (7774.220000 sec): 3 clusters
  Score: Raw -936450.191851 + Penalty 2960.883098 = -933489.308753
  nChanged 40
		SP:Iteration 24Q (7774.420000 sec): 3 clusters
  Score: Raw -936472.115738 + Penalty 2960.883098 = -933511.232639
  nChanged 40
		SP:Iteration 25Q (7774.600000 sec): 3 clusters
  Score: Raw -936496.831954 + Penalty 2960.883098 = -933535.948856
  nChanged 37
		SP:Iteration 26Q (7774.820000 sec): 3 clusters
  Score: Raw -936526.224411 + Penalty 2960.883098 = -933565.341313
  nChanged 43
		SP:Iteration 27Q (7775.040000 sec): 3 clusters
  Score: Raw -936569.703977 + Penalty 2960.883098 = -933608.820879
  nChanged 33
		SP:Iteration 28Q (7775.240000 sec): 3 clusters
  Score: Raw -936608.475243 + Penalty 2960.883098 = -933647.592145
  nChanged 41
		SP:Iteration 29Q (7775.400000 sec): 3 clusters
  Score: Raw -936645.998045 + Penalty 2960.883098 = -933685.114947
  nChanged 35
		SP:Iteration 30Q (7775.650000 sec): 3 clusters
  Score: Raw -936664.009175 + Penalty 2960.883098 = -933703.126077
  nChanged 22
		SP:Iteration 31Q (7775.870000 sec): 3 clusters
  Score: Raw -936673.086872 + Penalty 2960.883098 = -933712.203774
  nChanged 15
		SP:Iteration 32Q (7776.070000 sec): 3 clusters
  Score: Raw -936677.796537 + Penalty 2960.883098 = -933716.913439
  nChanged 7
		SP:Iteration 33Q (7776.260000 sec): 3 clusters
  Score: Raw -936679.995521 + Penalty 2960.883098 = -933719.112423
  nChanged 6
		SP:Iteration 34Q (7776.480000 sec): 3 clusters
  Score: Raw -936682.580880 + Penalty 2960.883098 = -933721.697782
  nChanged 3
		SP:Iteration 35Q (7776.690000 sec): 3 clusters
  Score: Raw -936683.430588 + Penalty 2960.883098 = -933722.547490
  nChanged 4
		SP:Iteration 36Q (7776.920000 sec): 3 clusters
  Score: Raw -936685.024252 + Penalty 2960.883098 = -933724.141154
  nChanged 5
		SP:Iteration 37Q (7777.130000 sec): 3 clusters
  Score: Raw -936687.340101 + Penalty 2960.883098 = -933726.457002
  nChanged 7
		SP:Iteration 38Q (7777.390000 sec): 3 clusters
  Score: Raw -936690.402262 + Penalty 2960.883098 = -933729.519164
  nChanged 3
		SP:Iteration 39Q (7777.600000 sec): 3 clusters
  Score: Raw -936691.357966 + Penalty 2960.883098 = -933730.474868
  nChanged 2
		SP:Iteration 40F (7777.790000 sec): 3 clusters
  Score: Raw -936692.032100 + Penalty 2960.883098 = -933731.149001
  nChanged 2
		SP:Iteration 41Q (7777.990000 sec): 3 clusters
  Score: Raw -936692.582958 + Penalty 2960.883098 = -933731.699859
  nChanged 0
		SP:Iteration 42F (7778.170000 sec): 3 clusters
  Score: Raw -936692.582958 + Penalty 2960.883098 = -933731.699859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7778.340000 sec): 2 clusters
  Score: Raw -784119.469891 + Penalty 1447.530990 = -782671.938901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7778.520000 sec): 3 clusters
  Score: Raw -780053.587729 + Penalty 2895.061980 = -777158.525750
  nChanged 3097
		SP:Iteration 1F (7778.740000 sec): 3 clusters
  Score: Raw -781819.456744 + Penalty 2895.061980 = -778924.394764
  nChanged 534
		SP:Iteration 2F (7778.990000 sec): 3 clusters
  Score: Raw -782170.924247 + Penalty 2895.061980 = -779275.862268
  nChanged 526
		SP:Iteration 3F (7779.240000 sec): 3 clusters
  Score: Raw -782604.007659 + Penalty 2895.061980 = -779708.945680
  nChanged 568
		SP:Iteration 4F (7779.440000 sec): 3 clusters
  Score: Raw -783139.303506 + Penalty 2895.061980 = -780244.241526
  nChanged 572
		SP:Iteration 5F (7779.660000 sec): 3 clusters
  Score: Raw -783652.608630 + Penalty 2895.061980 = -780757.546651
  nChanged 455
		SP:Iteration 6F (7779.880000 sec): 3 clusters
  Score: Raw -783971.449371 + Penalty 2895.061980 = -781076.387391
  nChanged 318
		SP:Iteration 7Q (7780.130000 sec): 3 clusters
  Score: Raw -784135.734455 + Penalty 2895.061980 = -781240.672476
  nChanged 216
		SP:Iteration 8Q (7780.340000 sec): 3 clusters
  Score: Raw -784230.783198 + Penalty 2895.061980 = -781335.721218
  nChanged 147
		SP:Iteration 9Q (7780.570000 sec): 3 clusters
  Score: Raw -784287.709260 + Penalty 2895.061980 = -781392.647280
  nChanged 116
		SP:Iteration 10Q (7780.780000 sec): 3 clusters
  Score: Raw -784326.988136 + Penalty 2895.061980 = -781431.926157
  nChanged 89
		SP:Iteration 11Q (7781.000000 sec): 3 clusters
  Score: Raw -784350.707141 + Penalty 2895.061980 = -781455.645161
  nChanged 69
		SP:Iteration 12Q (7781.210000 sec): 3 clusters
  Score: Raw -784368.499044 + Penalty 2895.061980 = -781473.437065
  nChanged 60
		SP:Iteration 13Q (7781.440000 sec): 3 clusters
  Score: Raw -784383.478298 + Penalty 2895.061980 = -781488.416318
  nChanged 48
		SP:Iteration 14Q (7781.640000 sec): 3 clusters
  Score: Raw -784392.908155 + Penalty 2895.061980 = -781497.846175
  nChanged 42
		SP:Iteration 15Q (7781.860000 sec): 3 clusters
  Score: Raw -784402.323571 + Penalty 2895.061980 = -781507.261591
  nChanged 36
		SP:Iteration 16Q (7782.070000 sec): 3 clusters
  Score: Raw -784409.810980 + Penalty 2895.061980 = -781514.749000
  nChanged 36
		SP:Iteration 17Q (7782.280000 sec): 3 clusters
  Score: Raw -784417.852988 + Penalty 2895.061980 = -781522.791008
  nChanged 34
		SP:Iteration 18Q (7782.460000 sec): 3 clusters
  Score: Raw -784425.068591 + Penalty 2895.061980 = -781530.006611
  nChanged 36
		SP:Iteration 19Q (7782.680000 sec): 3 clusters
  Score: Raw -784432.042200 + Penalty 2895.061980 = -781536.980221
  nChanged 29
		SP:Iteration 20F (7782.840000 sec): 3 clusters
  Score: Raw -784436.560653 + Penalty 2895.061980 = -781541.498673
  nChanged 26
		SP:Iteration 21Q (7783.050000 sec): 3 clusters
  Score: Raw -784441.463827 + Penalty 2895.061980 = -781546.401848
  nChanged 29
		SP:Iteration 22Q (7783.260000 sec): 3 clusters
  Score: Raw -784445.830520 + Penalty 2895.061980 = -781550.768541
  nChanged 22
		SP:Iteration 23Q (7783.470000 sec): 3 clusters
  Score: Raw -784449.406831 + Penalty 2895.061980 = -781554.344852
  nChanged 22
		SP:Iteration 24Q (7783.690000 sec): 3 clusters
  Score: Raw -784452.807922 + Penalty 2895.061980 = -781557.745943
  nChanged 23
		SP:Iteration 25Q (7783.850000 sec): 3 clusters
  Score: Raw -784458.134331 + Penalty 2895.061980 = -781563.072351
  nChanged 29
		SP:Iteration 26Q (7784.060000 sec): 3 clusters
  Score: Raw -784463.009316 + Penalty 2895.061980 = -781567.947336
  nChanged 28
		SP:Iteration 27Q (7784.240000 sec): 3 clusters
  Score: Raw -784468.796097 + Penalty 2895.061980 = -781573.734117
  nChanged 35
		SP:Iteration 28Q (7784.430000 sec): 3 clusters
  Score: Raw -784475.981484 + Penalty 2895.061980 = -781580.919504
  nChanged 39
		SP:Iteration 29Q (7784.650000 sec): 3 clusters
  Score: Raw -784484.312693 + Penalty 2895.061980 = -781589.250713
  nChanged 30
		SP:Iteration 30Q (7784.820000 sec): 3 clusters
  Score: Raw -784489.637409 + Penalty 2895.061980 = -781594.575430
  nChanged 19
		SP:Iteration 31Q (7785.020000 sec): 3 clusters
  Score: Raw -784494.198613 + Penalty 2895.061980 = -781599.136633
  nChanged 35
		SP:Iteration 32Q (7785.210000 sec): 3 clusters
  Score: Raw -784501.165568 + Penalty 2895.061980 = -781606.103589
  nChanged 28
		SP:Iteration 33Q (7785.400000 sec): 3 clusters
  Score: Raw -784506.258995 + Penalty 2895.061980 = -781611.197015
  nChanged 26
		SP:Iteration 34Q (7785.580000 sec): 3 clusters
  Score: Raw -784510.261724 + Penalty 2895.061980 = -781615.199744
  nChanged 24
		SP:Iteration 35Q (7785.770000 sec): 3 clusters
  Score: Raw -784514.186117 + Penalty 2895.061980 = -781619.124137
  nChanged 22
		SP:Iteration 36Q (7786.000000 sec): 3 clusters
  Score: Raw -784518.089865 + Penalty 2895.061980 = -781623.027885
  nChanged 20
		SP:Iteration 37Q (7786.170000 sec): 3 clusters
  Score: Raw -784521.361387 + Penalty 2895.061980 = -781626.299407
  nChanged 15
		SP:Iteration 38Q (7786.380000 sec): 3 clusters
  Score: Raw -784524.287397 + Penalty 2895.061980 = -781629.225417
  nChanged 26
		SP:Iteration 39Q (7786.580000 sec): 3 clusters
  Score: Raw -784528.393070 + Penalty 2895.061980 = -781633.331091
  nChanged 17
		SP:Iteration 40F (7786.750000 sec): 3 clusters
  Score: Raw -784531.502439 + Penalty 2895.061980 = -781636.440459
  nChanged 21
		SP:Iteration 41Q (7786.960000 sec): 3 clusters
  Score: Raw -784536.798367 + Penalty 2895.061980 = -781641.736388
  nChanged 26
		SP:Iteration 42Q (7787.170000 sec): 3 clusters
  Score: Raw -784541.338563 + Penalty 2895.061980 = -781646.276583
  nChanged 19
		SP:Iteration 43Q (7787.410000 sec): 3 clusters
  Score: Raw -784545.696334 + Penalty 2895.061980 = -781650.634355
  nChanged 23
		SP:Iteration 44Q (7787.610000 sec): 3 clusters
  Score: Raw -784550.889110 + Penalty 2895.061980 = -781655.827130
  nChanged 22
		SP:Iteration 45Q (7787.850000 sec): 3 clusters
  Score: Raw -784554.817197 + Penalty 2895.061980 = -781659.755218
  nChanged 14
		SP:Iteration 46Q (7788.040000 sec): 3 clusters
  Score: Raw -784557.172867 + Penalty 2895.061980 = -781662.110887
  nChanged 17
		SP:Iteration 47Q (7788.240000 sec): 3 clusters
  Score: Raw -784559.140360 + Penalty 2895.061980 = -781664.078381
  nChanged 9
		SP:Iteration 48Q (7788.430000 sec): 3 clusters
  Score: Raw -784560.564980 + Penalty 2895.061980 = -781665.503001
  nChanged 7
		SP:Iteration 49Q (7788.590000 sec): 3 clusters
  Score: Raw -784561.335413 + Penalty 2895.061980 = -781666.273433
  nChanged 7
		SP:Iteration 50Q (7788.830000 sec): 3 clusters
  Score: Raw -784562.055772 + Penalty 2895.061980 = -781666.993792
  nChanged 7
		SP:Iteration 51Q (7789.070000 sec): 3 clusters
  Score: Raw -784563.051351 + Penalty 2895.061980 = -781667.989371
  nChanged 8
		SP:Iteration 52Q (7789.320000 sec): 3 clusters
  Score: Raw -784564.426085 + Penalty 2895.061980 = -781669.364105
  nChanged 9
		SP:Iteration 53Q (7789.540000 sec): 3 clusters
  Score: Raw -784565.373404 + Penalty 2895.061980 = -781670.311425
  nChanged 4
		SP:Iteration 54Q (7789.730000 sec): 3 clusters
  Score: Raw -784565.939223 + Penalty 2895.061980 = -781670.877243
  nChanged 3
		SP:Iteration 55Q (7789.940000 sec): 3 clusters
  Score: Raw -784566.392852 + Penalty 2895.061980 = -781671.330872
  nChanged 3
		SP:Iteration 56Q (7790.200000 sec): 3 clusters
  Score: Raw -784566.889532 + Penalty 2895.061980 = -781671.827553
  nChanged 6
		SP:Iteration 57Q (7790.400000 sec): 3 clusters
  Score: Raw -784567.570932 + Penalty 2895.061980 = -781672.508952
  nChanged 7
		SP:Iteration 58Q (7790.620000 sec): 3 clusters
  Score: Raw -784568.311686 + Penalty 2895.061980 = -781673.249707
  nChanged 9
		SP:Iteration 59Q (7790.800000 sec): 3 clusters
  Score: Raw -784569.518049 + Penalty 2895.061980 = -781674.456069
  nChanged 10
		SP:Iteration 60F (7791.050000 sec): 3 clusters
  Score: Raw -784570.527894 + Penalty 2895.061980 = -781675.465914
  nChanged 7
		SP:Iteration 61Q (7791.220000 sec): 3 clusters
  Score: Raw -784571.156973 + Penalty 2895.061980 = -781676.094994
  nChanged 4
		SP:Iteration 62Q (7791.460000 sec): 3 clusters
  Score: Raw -784571.506741 + Penalty 2895.061980 = -781676.444761
  nChanged 3
		SP:Iteration 63Q (7791.680000 sec): 3 clusters
  Score: Raw -784572.097157 + Penalty 2895.061980 = -781677.035177
  nChanged 5
		SP:Iteration 64Q (7791.920000 sec): 3 clusters
  Score: Raw -784572.638841 + Penalty 2895.061980 = -781677.576862
  nChanged 2
		SP:Iteration 65Q (7792.150000 sec): 3 clusters
  Score: Raw -784572.764445 + Penalty 2895.061980 = -781677.702466
  nChanged 2
		SP:Iteration 66Q (7792.370000 sec): 3 clusters
  Score: Raw -784573.012170 + Penalty 2895.061980 = -781677.950191
  nChanged 2
		SP:Iteration 67Q (7792.580000 sec): 3 clusters
  Score: Raw -784573.232467 + Penalty 2895.061980 = -781678.170487
  nChanged 0
		SP:Iteration 68F (7792.760000 sec): 3 clusters
  Score: Raw -784573.232467 + Penalty 2895.061980 = -781678.170487
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (4049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7792.860000 sec): 2 clusters
  Score: Raw -387904.517838 + Penalty 1349.761598 = -386554.756240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7793.060000 sec): 3 clusters
  Score: Raw -385895.009039 + Penalty 2699.523195 = -383195.485844
  nChanged 1604
		SP:Iteration 1F (7793.230000 sec): 3 clusters
  Score: Raw -387010.915485 + Penalty 2699.523195 = -384311.392290
  nChanged 385
		SP:Iteration 2F (7793.410000 sec): 3 clusters
  Score: Raw -387441.299948 + Penalty 2699.523195 = -384741.776753
  nChanged 319
		SP:Iteration 3F (7793.620000 sec): 3 clusters
  Score: Raw -387749.942442 + Penalty 2699.523195 = -385050.419247
  nChanged 274
		SP:Iteration 4F (7793.800000 sec): 3 clusters
  Score: Raw -388031.909507 + Penalty 2699.523195 = -385332.386312
  nChanged 246
		SP:Iteration 5F (7793.990000 sec): 3 clusters
  Score: Raw -388259.311386 + Penalty 2699.523195 = -385559.788190
  nChanged 203
		SP:Iteration 6F (7794.180000 sec): 3 clusters
  Score: Raw -388412.460456 + Penalty 2699.523195 = -385712.937261
  nChanged 159
		SP:Iteration 7Q (7794.370000 sec): 3 clusters
  Score: Raw -388546.894216 + Penalty 2699.523195 = -385847.371021
  nChanged 150
		SP:Iteration 8Q (7794.570000 sec): 3 clusters
  Score: Raw -388676.411601 + Penalty 2699.523195 = -385976.888406
  nChanged 127
		SP:Iteration 9Q (7794.760000 sec): 3 clusters
  Score: Raw -388795.932820 + Penalty 2699.523195 = -386096.409625
  nChanged 107
		SP:Iteration 10Q (7794.980000 sec): 3 clusters
  Score: Raw -388894.860238 + Penalty 2699.523195 = -386195.337043
  nChanged 80
		SP:Iteration 11Q (7795.200000 sec): 3 clusters
  Score: Raw -388979.503732 + Penalty 2699.523195 = -386279.980536
  nChanged 76
		SP:Iteration 12Q (7795.370000 sec): 3 clusters
  Score: Raw -389041.335286 + Penalty 2699.523195 = -386341.812091
  nChanged 61
		SP:Iteration 13Q (7795.570000 sec): 3 clusters
  Score: Raw -389082.562958 + Penalty 2699.523195 = -386383.039763
  nChanged 54
		SP:Iteration 14Q (7795.800000 sec): 3 clusters
  Score: Raw -389112.091752 + Penalty 2699.523195 = -386412.568557
  nChanged 33
		SP:Iteration 15Q (7795.960000 sec): 3 clusters
  Score: Raw -389136.882292 + Penalty 2699.523195 = -386437.359097
  nChanged 37
		SP:Iteration 16Q (7796.170000 sec): 3 clusters
  Score: Raw -389169.947716 + Penalty 2699.523195 = -386470.424521
  nChanged 37
		SP:Iteration 17Q (7796.350000 sec): 3 clusters
  Score: Raw -389192.807056 + Penalty 2699.523195 = -386493.283861
  nChanged 26
		SP:Iteration 18Q (7796.510000 sec): 3 clusters
  Score: Raw -389206.836861 + Penalty 2699.523195 = -386507.313666
  nChanged 12
		SP:Iteration 19Q (7796.760000 sec): 3 clusters
  Score: Raw -389211.490164 + Penalty 2699.523195 = -386511.966969
  nChanged 8
		SP:Iteration 20F (7796.950000 sec): 3 clusters
  Score: Raw -389214.914754 + Penalty 2699.523195 = -386515.391559
  nChanged 9
		SP:Iteration 21Q (7797.150000 sec): 3 clusters
  Score: Raw -389219.113249 + Penalty 2699.523195 = -386519.590054
  nChanged 10
		SP:Iteration 22Q (7797.340000 sec): 3 clusters
  Score: Raw -389224.832212 + Penalty 2699.523195 = -386525.309016
  nChanged 8
		SP:Iteration 23Q (7797.540000 sec): 3 clusters
  Score: Raw -389231.268504 + Penalty 2699.523195 = -386531.745309
  nChanged 13
		SP:Iteration 24Q (7797.740000 sec): 3 clusters
  Score: Raw -389240.458746 + Penalty 2699.523195 = -386540.935551
  nChanged 17
		SP:Iteration 25Q (7797.960000 sec): 3 clusters
  Score: Raw -389247.360674 + Penalty 2699.523195 = -386547.837479
  nChanged 13
		SP:Iteration 26Q (7798.140000 sec): 3 clusters
  Score: Raw -389253.259671 + Penalty 2699.523195 = -386553.736475
  nChanged 11
		SP:Iteration 27Q (7798.350000 sec): 3 clusters
  Score: Raw -389259.258221 + Penalty 2699.523195 = -386559.735026
  nChanged 11
		SP:Iteration 28Q (7798.550000 sec): 3 clusters
  Score: Raw -389268.935828 + Penalty 2699.523195 = -386569.412633
  nChanged 13
		SP:Iteration 29Q (7798.750000 sec): 3 clusters
  Score: Raw -389277.997596 + Penalty 2699.523195 = -386578.474401
  nChanged 7
		SP:Iteration 30Q (7798.910000 sec): 3 clusters
  Score: Raw -389283.421776 + Penalty 2699.523195 = -386583.898581
  nChanged 9
		SP:Iteration 31Q (7799.120000 sec): 3 clusters
  Score: Raw -389288.331311 + Penalty 2699.523195 = -386588.808115
  nChanged 6
		SP:Iteration 32Q (7799.300000 sec): 3 clusters
  Score: Raw -389293.022217 + Penalty 2699.523195 = -386593.499022
  nChanged 4
		SP:Iteration 33Q (7799.520000 sec): 3 clusters
  Score: Raw -389293.995410 + Penalty 2699.523195 = -386594.472215
  nChanged 6
		SP:Iteration 34Q (7799.680000 sec): 3 clusters
  Score: Raw -389296.241841 + Penalty 2699.523195 = -386596.718646
  nChanged 4
		SP:Iteration 35Q (7799.850000 sec): 3 clusters
  Score: Raw -389297.532232 + Penalty 2699.523195 = -386598.009037
  nChanged 2
		SP:Iteration 36Q (7800.060000 sec): 3 clusters
  Score: Raw -389297.985013 + Penalty 2699.523195 = -386598.461818
  nChanged 2
		SP:Iteration 37Q (7800.250000 sec): 3 clusters
  Score: Raw -389298.423983 + Penalty 2699.523195 = -386598.900788
  nChanged 1
		SP:Iteration 38Q (7800.440000 sec): 3 clusters
  Score: Raw -389298.907688 + Penalty 2699.523195 = -386599.384493
  nChanged 0
		SP:Iteration 39F (7800.640000 sec): 3 clusters
  Score: Raw -389298.907688 + Penalty 2699.523195 = -386599.384493
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (4607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7800.750000 sec): 2 clusters
  Score: Raw -461096.971821 + Penalty 1370.741477 = -459726.230345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7800.960000 sec): 3 clusters
  Score: Raw -458700.639585 + Penalty 2741.482954 = -455959.156632
  nChanged 1846
		SP:Iteration 1F (7801.160000 sec): 3 clusters
  Score: Raw -459788.103628 + Penalty 2741.482954 = -457046.620674
  nChanged 379
		SP:Iteration 2F (7801.350000 sec): 3 clusters
  Score: Raw -460064.353361 + Penalty 2741.482954 = -457322.870408
  nChanged 302
		SP:Iteration 3F (7801.550000 sec): 3 clusters
  Score: Raw -460263.745662 + Penalty 2741.482954 = -457522.262708
  nChanged 261
		SP:Iteration 4F (7801.760000 sec): 3 clusters
  Score: Raw -460437.821706 + Penalty 2741.482954 = -457696.338752
  nChanged 224
		SP:Iteration 5Q (7801.940000 sec): 3 clusters
  Score: Raw -460577.984822 + Penalty 2741.482954 = -457836.501869
  nChanged 199
		SP:Iteration 6Q (7802.170000 sec): 3 clusters
  Score: Raw -460691.494016 + Penalty 2741.482954 = -457950.011062
  nChanged 150
		SP:Iteration 7Q (7802.360000 sec): 3 clusters
  Score: Raw -460773.836779 + Penalty 2741.482954 = -458032.353825
  nChanged 134
		SP:Iteration 8Q (7802.550000 sec): 3 clusters
  Score: Raw -460856.036957 + Penalty 2741.482954 = -458114.554003
  nChanged 155
		SP:Iteration 9Q (7802.760000 sec): 3 clusters
  Score: Raw -460948.125639 + Penalty 2741.482954 = -458206.642686
  nChanged 148
		SP:Iteration 10Q (7802.920000 sec): 3 clusters
  Score: Raw -461053.234781 + Penalty 2741.482954 = -458311.751827
  nChanged 157
		SP:Iteration 11Q (7803.110000 sec): 3 clusters
  Score: Raw -461185.532318 + Penalty 2741.482954 = -458444.049365
  nChanged 163
		SP:Iteration 12Q (7803.320000 sec): 3 clusters
  Score: Raw -461327.416057 + Penalty 2741.482954 = -458585.933104
  nChanged 146
		SP:Iteration 13Q (7803.520000 sec): 3 clusters
  Score: Raw -461445.313661 + Penalty 2741.482954 = -458703.830708
  nChanged 112
		SP:Iteration 14Q (7803.740000 sec): 3 clusters
  Score: Raw -461534.156964 + Penalty 2741.482954 = -458792.674010
  nChanged 89
		SP:Iteration 15Q (7803.960000 sec): 3 clusters
  Score: Raw -461594.085735 + Penalty 2741.482954 = -458852.602782
  nChanged 72
		SP:Iteration 16Q (7804.180000 sec): 3 clusters
  Score: Raw -461646.265305 + Penalty 2741.482954 = -458904.782352
  nChanged 62
		SP:Iteration 17Q (7804.350000 sec): 3 clusters
  Score: Raw -461690.518116 + Penalty 2741.482954 = -458949.035162
  nChanged 39
		SP:Iteration 18Q (7804.560000 sec): 3 clusters
  Score: Raw -461719.238873 + Penalty 2741.482954 = -458977.755919
  nChanged 49
		SP:Iteration 19Q (7804.750000 sec): 3 clusters
  Score: Raw -461747.904342 + Penalty 2741.482954 = -459006.421389
  nChanged 39
		SP:Iteration 20F (7804.940000 sec): 3 clusters
  Score: Raw -461762.271337 + Penalty 2741.482954 = -459020.788383
  nChanged 40
		SP:Iteration 21Q (7805.160000 sec): 3 clusters
  Score: Raw -461780.218180 + Penalty 2741.482954 = -459038.735227
  nChanged 36
		SP:Iteration 22Q (7805.350000 sec): 3 clusters
  Score: Raw -461796.129700 + Penalty 2741.482954 = -459054.646747
  nChanged 28
		SP:Iteration 23Q (7805.570000 sec): 3 clusters
  Score: Raw -461805.272458 + Penalty 2741.482954 = -459063.789505
  nChanged 17
		SP:Iteration 24Q (7805.740000 sec): 3 clusters
  Score: Raw -461812.406442 + Penalty 2741.482954 = -459070.923488
  nChanged 23
		SP:Iteration 25Q (7805.950000 sec): 3 clusters
  Score: Raw -461823.103534 + Penalty 2741.482954 = -459081.620581
  nChanged 16
		SP:Iteration 26Q (7806.150000 sec): 3 clusters
  Score: Raw -461829.783497 + Penalty 2741.482954 = -459088.300544
  nChanged 13
		SP:Iteration 27Q (7806.320000 sec): 3 clusters
  Score: Raw -461833.241038 + Penalty 2741.482954 = -459091.758084
  nChanged 6
		SP:Iteration 28Q (7806.530000 sec): 3 clusters
  Score: Raw -461834.466233 + Penalty 2741.482954 = -459092.983280
  nChanged 6
		SP:Iteration 29Q (7806.720000 sec): 3 clusters
  Score: Raw -461835.765393 + Penalty 2741.482954 = -459094.282440
  nChanged 3
		SP:Iteration 30Q (7806.950000 sec): 3 clusters
  Score: Raw -461836.685814 + Penalty 2741.482954 = -459095.202860
  nChanged 2
		SP:Iteration 31Q (7807.110000 sec): 3 clusters
  Score: Raw -461837.054543 + Penalty 2741.482954 = -459095.571589
  nChanged 2
		SP:Iteration 32Q (7807.330000 sec): 3 clusters
  Score: Raw -461837.503630 + Penalty 2741.482954 = -459096.020677
  nChanged 1
		SP:Iteration 33Q (7807.550000 sec): 3 clusters
  Score: Raw -461837.714426 + Penalty 2741.482954 = -459096.231472
  nChanged 1
		SP:Iteration 34Q (7807.740000 sec): 3 clusters
  Score: Raw -461837.834403 + Penalty 2741.482954 = -459096.351450
  nChanged 0
		SP:Iteration 35F (7807.960000 sec): 3 clusters
  Score: Raw -461837.834403 + Penalty 2741.482954 = -459096.351450
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (1223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7808.070000 sec): 2 clusters
  Score: Raw -117173.823204 + Penalty 1155.222597 = -116018.600607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7808.290000 sec): 3 clusters
  Score: Raw -116815.503681 + Penalty 2310.445194 = -114505.058487
  nChanged 390
		SP:Iteration 1F (7808.450000 sec): 3 clusters
  Score: Raw -117250.477019 + Penalty 2310.445194 = -114940.031825
  nChanged 149
		SP:Iteration 2F (7808.660000 sec): 3 clusters
  Score: Raw -117561.597099 + Penalty 2310.445194 = -115251.151905
  nChanged 107
		SP:Iteration 3F (7808.800000 sec): 3 clusters
  Score: Raw -117969.541429 + Penalty 2310.445194 = -115659.096235
  nChanged 78
		SP:Iteration 4F (7809.000000 sec): 3 clusters
  Score: Raw -118205.474028 + Penalty 2310.445194 = -115895.028834
  nChanged 67
		SP:Iteration 5F (7809.190000 sec): 3 clusters
  Score: Raw -118372.303594 + Penalty 2310.445194 = -116061.858400
  nChanged 49
		SP:Iteration 6Q (7809.390000 sec): 3 clusters
  Score: Raw -118489.789404 + Penalty 2310.445194 = -116179.344210
  nChanged 27
		SP:Iteration 7Q (7809.550000 sec): 3 clusters
  Score: Raw -118568.558731 + Penalty 2310.445194 = -116258.113537
  nChanged 31
		SP:Iteration 8Q (7809.700000 sec): 3 clusters
  Score: Raw -118805.663564 + Penalty 2310.445194 = -116495.218370
  nChanged 25
		SP:Iteration 9Q (7809.900000 sec): 3 clusters
  Score: Raw -119043.811385 + Penalty 2310.445194 = -116733.366190
  nChanged 13
		SP:Iteration 10Q (7810.070000 sec): 3 clusters
  Score: Raw -119224.029490 + Penalty 2310.445194 = -116913.584296
  nChanged 15
		SP:Iteration 11Q (7810.250000 sec): 3 clusters
  Score: Raw -119306.648639 + Penalty 2310.445194 = -116996.203445
  nChanged 4
		SP:Iteration 12Q (7810.470000 sec): 3 clusters
  Score: Raw -119317.833802 + Penalty 2310.445194 = -117007.388608
  nChanged 4
		SP:Iteration 13Q (7810.660000 sec): 3 clusters
  Score: Raw -119327.134543 + Penalty 2310.445194 = -117016.689348
  nChanged 3
		SP:Iteration 14Q (7810.840000 sec): 3 clusters
  Score: Raw -119335.982177 + Penalty 2310.445194 = -117025.536983
  nChanged 2
		SP:Iteration 15Q (7811.030000 sec): 3 clusters
  Score: Raw -119338.523651 + Penalty 2310.445194 = -117028.078457
  nChanged 2
		SP:Iteration 16Q (7811.190000 sec): 3 clusters
  Score: Raw -119344.248319 + Penalty 2310.445194 = -117033.803125
  nChanged 4
		SP:Iteration 17Q (7811.310000 sec): 3 clusters
  Score: Raw -119363.015017 + Penalty 2310.445194 = -117052.569823
  nChanged 10
		SP:Iteration 18Q (7811.490000 sec): 3 clusters
  Score: Raw -119488.379220 + Penalty 2310.445194 = -117177.934026
  nChanged 13
		SP:Iteration 19Q (7811.690000 sec): 3 clusters
  Score: Raw -119700.287187 + Penalty 2310.445194 = -117389.841993
  nChanged 2
		SP:Iteration 20F (7811.820000 sec): 3 clusters
  Score: Raw -119719.154864 + Penalty 2310.445194 = -117408.709670
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (3872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7811.960000 sec): 2 clusters
  Score: Raw -419950.170407 + Penalty 1342.498048 = -418607.672359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7812.160000 sec): 3 clusters
  Score: Raw -418016.866576 + Penalty 2684.996096 = -415331.870480
  nChanged 1513
		SP:Iteration 1F (7812.350000 sec): 3 clusters
  Score: Raw -418877.457769 + Penalty 2684.996096 = -416192.461674
  nChanged 307
		SP:Iteration 2F (7812.570000 sec): 3 clusters
  Score: Raw -419090.974870 + Penalty 2684.996096 = -416405.978774
  nChanged 252
		SP:Iteration 3F (7812.770000 sec): 3 clusters
  Score: Raw -419301.664383 + Penalty 2684.996096 = -416616.668287
  nChanged 216
		SP:Iteration 4F (7812.920000 sec): 3 clusters
  Score: Raw -419474.921065 + Penalty 2684.996096 = -416789.924969
  nChanged 196
		SP:Iteration 5F (7813.160000 sec): 3 clusters
  Score: Raw -419609.367752 + Penalty 2684.996096 = -416924.371656
  nChanged 164
		SP:Iteration 6Q (7813.340000 sec): 3 clusters
  Score: Raw -419697.197714 + Penalty 2684.996096 = -417012.201618
  nChanged 135
		SP:Iteration 7Q (7813.540000 sec): 3 clusters
  Score: Raw -419767.736288 + Penalty 2684.996096 = -417082.740192
  nChanged 108
		SP:Iteration 8Q (7813.730000 sec): 3 clusters
  Score: Raw -419816.193505 + Penalty 2684.996096 = -417131.197409
  nChanged 90
		SP:Iteration 9Q (7813.960000 sec): 3 clusters
  Score: Raw -419869.882047 + Penalty 2684.996096 = -417184.885951
  nChanged 106
		SP:Iteration 10Q (7814.130000 sec): 3 clusters
  Score: Raw -419920.649597 + Penalty 2684.996096 = -417235.653501
  nChanged 72
		SP:Iteration 11Q (7814.330000 sec): 3 clusters
  Score: Raw -419944.465867 + Penalty 2684.996096 = -417259.469771
  nChanged 62
		SP:Iteration 12Q (7814.480000 sec): 3 clusters
  Score: Raw -419968.170112 + Penalty 2684.996096 = -417283.174016
  nChanged 71
		SP:Iteration 13Q (7814.650000 sec): 3 clusters
  Score: Raw -420002.540707 + Penalty 2684.996096 = -417317.544612
  nChanged 88
		SP:Iteration 14Q (7814.850000 sec): 3 clusters
  Score: Raw -420048.232268 + Penalty 2684.996096 = -417363.236173
  nChanged 92
		SP:Iteration 15Q (7815.050000 sec): 3 clusters
  Score: Raw -420096.424296 + Penalty 2684.996096 = -417411.428200
  nChanged 90
		SP:Iteration 16Q (7815.220000 sec): 3 clusters
  Score: Raw -420141.355399 + Penalty 2684.996096 = -417456.359303
  nChanged 82
		SP:Iteration 17Q (7815.420000 sec): 3 clusters
  Score: Raw -420181.233882 + Penalty 2684.996096 = -417496.237786
  nChanged 83
		SP:Iteration 18Q (7815.600000 sec): 3 clusters
  Score: Raw -420225.428231 + Penalty 2684.996096 = -417540.432135
  nChanged 97
		SP:Iteration 19Q (7815.800000 sec): 3 clusters
  Score: Raw -420285.832452 + Penalty 2684.996096 = -417600.836356
  nChanged 79
		SP:Iteration 20F (7816.000000 sec): 3 clusters
  Score: Raw -420337.272463 + Penalty 2684.996096 = -417652.276367
  nChanged 78
		SP:Iteration 21Q (7816.190000 sec): 3 clusters
  Score: Raw -420379.149373 + Penalty 2684.996096 = -417694.153277
  nChanged 68
		SP:Iteration 22Q (7816.380000 sec): 3 clusters
  Score: Raw -420422.602585 + Penalty 2684.996096 = -417737.606489
  nChanged 72
		SP:Iteration 23Q (7816.560000 sec): 3 clusters
  Score: Raw -420465.242451 + Penalty 2684.996096 = -417780.246355
  nChanged 66
		SP:Iteration 24Q (7816.770000 sec): 3 clusters
  Score: Raw -420512.150470 + Penalty 2684.996096 = -417827.154374
  nChanged 78
		SP:Iteration 25Q (7816.970000 sec): 3 clusters
  Score: Raw -420582.019785 + Penalty 2684.996096 = -417897.023690
  nChanged 84
		SP:Iteration 26Q (7817.140000 sec): 3 clusters
  Score: Raw -420677.932174 + Penalty 2684.996096 = -417992.936078
  nChanged 107
		SP:Iteration 27Q (7817.330000 sec): 3 clusters
  Score: Raw -420853.970977 + Penalty 2684.996096 = -418168.974882
  nChanged 117
		SP:Iteration 28Q (7817.530000 sec): 3 clusters
  Score: Raw -421036.122388 + Penalty 2684.996096 = -418351.126293
  nChanged 105
		SP:Iteration 29Q (7817.720000 sec): 3 clusters
  Score: Raw -421162.170268 + Penalty 2684.996096 = -418477.174172
  nChanged 59
		SP:Iteration 30Q (7817.930000 sec): 3 clusters
  Score: Raw -421217.195096 + Penalty 2684.996096 = -418532.199000
  nChanged 36
		SP:Iteration 31Q (7818.120000 sec): 3 clusters
  Score: Raw -421241.013906 + Penalty 2684.996096 = -418556.017811
  nChanged 28
		SP:Iteration 32Q (7818.340000 sec): 3 clusters
  Score: Raw -421260.844408 + Penalty 2684.996096 = -418575.848313
  nChanged 17
		SP:Iteration 33Q (7818.550000 sec): 3 clusters
  Score: Raw -421270.809563 + Penalty 2684.996096 = -418585.813468
  nChanged 15
		SP:Iteration 34Q (7818.760000 sec): 3 clusters
  Score: Raw -421283.306763 + Penalty 2684.996096 = -418598.310667
  nChanged 20
		SP:Iteration 35Q (7818.920000 sec): 3 clusters
  Score: Raw -421296.518956 + Penalty 2684.996096 = -418611.522860
  nChanged 16
		SP:Iteration 36Q (7819.110000 sec): 3 clusters
  Score: Raw -421307.513640 + Penalty 2684.996096 = -418622.517544
  nChanged 16
		SP:Iteration 37Q (7819.310000 sec): 3 clusters
  Score: Raw -421315.044034 + Penalty 2684.996096 = -418630.047938
  nChanged 8
		SP:Iteration 38Q (7819.490000 sec): 3 clusters
  Score: Raw -421319.493414 + Penalty 2684.996096 = -418634.497318
  nChanged 4
		SP:Iteration 39Q (7819.670000 sec): 3 clusters
  Score: Raw -421321.548623 + Penalty 2684.996096 = -418636.552528
  nChanged 5
		SP:Iteration 40F (7819.920000 sec): 3 clusters
  Score: Raw -421330.483290 + Penalty 2684.996096 = -418645.487194
  nChanged 12
		SP:Iteration 41Q (7820.100000 sec): 3 clusters
  Score: Raw -421340.176471 + Penalty 2684.996096 = -418655.180375
  nChanged 14
		SP:Iteration 42Q (7820.300000 sec): 3 clusters
  Score: Raw -421350.540871 + Penalty 2684.996096 = -418665.544776
  nChanged 17
		SP:Iteration 43Q (7820.500000 sec): 3 clusters
  Score: Raw -421361.307852 + Penalty 2684.996096 = -418676.311756
  nChanged 15
		SP:Iteration 44Q (7820.720000 sec): 3 clusters
  Score: Raw -421369.187811 + Penalty 2684.996096 = -418684.191716
  nChanged 6
		SP:Iteration 45Q (7820.880000 sec): 3 clusters
  Score: Raw -421370.807093 + Penalty 2684.996096 = -418685.810997
  nChanged 3
		SP:Iteration 46Q (7821.070000 sec): 3 clusters
  Score: Raw -421371.760609 + Penalty 2684.996096 = -418686.764514
  nChanged 1
		SP:Iteration 47Q (7821.260000 sec): 3 clusters
  Score: Raw -421372.024417 + Penalty 2684.996096 = -418687.028321
  nChanged 0
		SP:Iteration 48F (7821.450000 sec): 3 clusters
  Score: Raw -421372.024417 + Penalty 2684.996096 = -418687.028321
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (8415 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7821.630000 sec): 2 clusters
  Score: Raw -890675.891044 + Penalty 1468.637805 = -889207.253240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7821.830000 sec): 3 clusters
  Score: Raw -886014.609853 + Penalty 2937.275610 = -883077.334243
  nChanged 3653
		SP:Iteration 1F (7822.030000 sec): 3 clusters
  Score: Raw -888023.738415 + Penalty 2937.275610 = -885086.462805
  nChanged 548
		SP:Iteration 2F (7822.300000 sec): 3 clusters
  Score: Raw -888299.425060 + Penalty 2937.275610 = -885362.149451
  nChanged 436
		SP:Iteration 3F (7822.510000 sec): 3 clusters
  Score: Raw -888589.216805 + Penalty 2937.275610 = -885651.941195
  nChanged 460
		SP:Iteration 4F (7822.720000 sec): 3 clusters
  Score: Raw -888899.263065 + Penalty 2937.275610 = -885961.987456
  nChanged 460
		SP:Iteration 5F (7822.940000 sec): 3 clusters
  Score: Raw -889221.682383 + Penalty 2937.275610 = -886284.406774
  nChanged 439
		SP:Iteration 6F (7823.170000 sec): 3 clusters
  Score: Raw -889544.741673 + Penalty 2937.275610 = -886607.466063
  nChanged 407
		SP:Iteration 7Q (7823.380000 sec): 3 clusters
  Score: Raw -889902.807002 + Penalty 2937.275610 = -886965.531392
  nChanged 423
		SP:Iteration 8F (7823.590000 sec): 3 clusters
  Score: Raw -890291.178150 + Penalty 2937.275610 = -887353.902541
  nChanged 403
		SP:Iteration 9Q (7823.840000 sec): 3 clusters
  Score: Raw -890690.425780 + Penalty 2937.275610 = -887753.150171
  nChanged 361
		SP:Iteration 10Q (7824.080000 sec): 3 clusters
  Score: Raw -891026.725875 + Penalty 2937.275610 = -888089.450265
  nChanged 319
		SP:Iteration 11Q (7824.290000 sec): 3 clusters
  Score: Raw -891268.077308 + Penalty 2937.275610 = -888330.801698
  nChanged 247
		SP:Iteration 12Q (7824.480000 sec): 3 clusters
  Score: Raw -891455.710969 + Penalty 2937.275610 = -888518.435360
  nChanged 212
		SP:Iteration 13Q (7824.730000 sec): 3 clusters
  Score: Raw -891584.613424 + Penalty 2937.275610 = -888647.337815
  nChanged 173
		SP:Iteration 14Q (7824.990000 sec): 3 clusters
  Score: Raw -891692.763903 + Penalty 2937.275610 = -888755.488294
  nChanged 125
		SP:Iteration 15Q (7825.230000 sec): 3 clusters
  Score: Raw -891761.592696 + Penalty 2937.275610 = -888824.317086
  nChanged 93
		SP:Iteration 16Q (7825.500000 sec): 3 clusters
  Score: Raw -891806.657614 + Penalty 2937.275610 = -888869.382004
  nChanged 97
		SP:Iteration 17Q (7825.720000 sec): 3 clusters
  Score: Raw -891853.365212 + Penalty 2937.275610 = -888916.089603
  nChanged 80
		SP:Iteration 18Q (7825.960000 sec): 3 clusters
  Score: Raw -891880.987101 + Penalty 2937.275610 = -888943.711491
  nChanged 59
		SP:Iteration 19Q (7826.200000 sec): 3 clusters
  Score: Raw -891901.485253 + Penalty 2937.275610 = -888964.209644
  nChanged 48
		SP:Iteration 20F (7826.430000 sec): 3 clusters
  Score: Raw -891922.074707 + Penalty 2937.275610 = -888984.799097
  nChanged 47
		SP:Iteration 21Q (7826.660000 sec): 3 clusters
  Score: Raw -891941.550136 + Penalty 2937.275610 = -889004.274526
  nChanged 43
		SP:Iteration 22Q (7826.910000 sec): 3 clusters
  Score: Raw -891961.383774 + Penalty 2937.275610 = -889024.108165
  nChanged 41
		SP:Iteration 23Q (7827.150000 sec): 3 clusters
  Score: Raw -891975.588529 + Penalty 2937.275610 = -889038.312919
  nChanged 24
		SP:Iteration 24Q (7827.380000 sec): 3 clusters
  Score: Raw -891983.787655 + Penalty 2937.275610 = -889046.512046
  nChanged 24
		SP:Iteration 25Q (7827.650000 sec): 3 clusters
  Score: Raw -891990.471102 + Penalty 2937.275610 = -889053.195493
  nChanged 16
		SP:Iteration 26Q (7827.880000 sec): 3 clusters
  Score: Raw -891994.212184 + Penalty 2937.275610 = -889056.936574
  nChanged 10
		SP:Iteration 27Q (7828.090000 sec): 3 clusters
  Score: Raw -891997.143725 + Penalty 2937.275610 = -889059.868116
  nChanged 7
		SP:Iteration 28Q (7828.310000 sec): 3 clusters
  Score: Raw -892000.162859 + Penalty 2937.275610 = -889062.887249
  nChanged 9
		SP:Iteration 29Q (7828.490000 sec): 3 clusters
  Score: Raw -892002.676676 + Penalty 2937.275610 = -889065.401066
  nChanged 8
		SP:Iteration 30Q (7828.710000 sec): 3 clusters
  Score: Raw -892004.161366 + Penalty 2937.275610 = -889066.885756
  nChanged 6
		SP:Iteration 31Q (7828.980000 sec): 3 clusters
  Score: Raw -892004.918336 + Penalty 2937.275610 = -889067.642726
  nChanged 1
		SP:Iteration 32Q (7829.210000 sec): 3 clusters
  Score: Raw -892005.010058 + Penalty 2937.275610 = -889067.734449
  nChanged 2
		SP:Iteration 33Q (7829.410000 sec): 3 clusters
  Score: Raw -892005.686163 + Penalty 2937.275610 = -889068.410554
  nChanged 4
		SP:Iteration 34Q (7829.650000 sec): 3 clusters
  Score: Raw -892007.078852 + Penalty 2937.275610 = -889069.803243
  nChanged 5
		SP:Iteration 35Q (7829.850000 sec): 3 clusters
  Score: Raw -892008.337805 + Penalty 2937.275610 = -889071.062196
  nChanged 2
		SP:Iteration 36Q (7830.070000 sec): 3 clusters
  Score: Raw -892008.797559 + Penalty 2937.275610 = -889071.521950
  nChanged 3
		SP:Iteration 37Q (7830.270000 sec): 3 clusters
  Score: Raw -892009.397418 + Penalty 2937.275610 = -889072.121808
  nChanged 1
		SP:Iteration 38Q (7830.490000 sec): 3 clusters
  Score: Raw -892009.646168 + Penalty 2937.275610 = -889072.370558
  nChanged 0
		SP:Iteration 39F (7830.700000 sec): 3 clusters
  Score: Raw -892009.646168 + Penalty 2937.275610 = -889072.370558
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (6527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7830.790000 sec): 2 clusters
  Score: Raw -634985.939332 + Penalty 1427.351689 = -633558.587644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7831.030000 sec): 3 clusters
  Score: Raw -631474.880218 + Penalty 2854.703377 = -628620.176841
  nChanged 2751
		SP:Iteration 1F (7831.260000 sec): 3 clusters
  Score: Raw -632990.482673 + Penalty 2854.703377 = -630135.779296
  nChanged 474
		SP:Iteration 2F (7831.470000 sec): 3 clusters
  Score: Raw -633267.651013 + Penalty 2854.703377 = -630412.947636
  nChanged 433
		SP:Iteration 3F (7831.670000 sec): 3 clusters
  Score: Raw -633576.066528 + Penalty 2854.703377 = -630721.363151
  nChanged 444
		SP:Iteration 4F (7831.850000 sec): 3 clusters
  Score: Raw -633910.724017 + Penalty 2854.703377 = -631056.020640
  nChanged 424
		SP:Iteration 5F (7832.070000 sec): 3 clusters
  Score: Raw -634239.080535 + Penalty 2854.703377 = -631384.377158
  nChanged 360
		SP:Iteration 6F (7832.270000 sec): 3 clusters
  Score: Raw -634496.253637 + Penalty 2854.703377 = -631641.550260
  nChanged 307
		SP:Iteration 7Q (7832.480000 sec): 3 clusters
  Score: Raw -634705.126603 + Penalty 2854.703377 = -631850.423226
  nChanged 259
		SP:Iteration 8Q (7832.700000 sec): 3 clusters
  Score: Raw -634847.727547 + Penalty 2854.703377 = -631993.024170
  nChanged 201
		SP:Iteration 9Q (7832.890000 sec): 3 clusters
  Score: Raw -634953.607566 + Penalty 2854.703377 = -632098.904188
  nChanged 170
		SP:Iteration 10Q (7833.110000 sec): 3 clusters
  Score: Raw -635041.123671 + Penalty 2854.703377 = -632186.420294
  nChanged 136
		SP:Iteration 11Q (7833.340000 sec): 3 clusters
  Score: Raw -635095.312499 + Penalty 2854.703377 = -632240.609122
  nChanged 83
		SP:Iteration 12Q (7833.550000 sec): 3 clusters
  Score: Raw -635133.962450 + Penalty 2854.703377 = -632279.259073
  nChanged 92
		SP:Iteration 13Q (7833.740000 sec): 3 clusters
  Score: Raw -635172.136518 + Penalty 2854.703377 = -632317.433141
  nChanged 89
		SP:Iteration 14Q (7833.950000 sec): 3 clusters
  Score: Raw -635215.027668 + Penalty 2854.703377 = -632360.324291
  nChanged 91
		SP:Iteration 15Q (7834.160000 sec): 3 clusters
  Score: Raw -635255.987438 + Penalty 2854.703377 = -632401.284061
  nChanged 107
		SP:Iteration 16Q (7834.390000 sec): 3 clusters
  Score: Raw -635319.526923 + Penalty 2854.703377 = -632464.823546
  nChanged 109
		SP:Iteration 17Q (7834.550000 sec): 3 clusters
  Score: Raw -635383.192200 + Penalty 2854.703377 = -632528.488823
  nChanged 94
		SP:Iteration 18Q (7834.760000 sec): 3 clusters
  Score: Raw -635436.820194 + Penalty 2854.703377 = -632582.116816
  nChanged 77
		SP:Iteration 19Q (7834.940000 sec): 3 clusters
  Score: Raw -635486.638059 + Penalty 2854.703377 = -632631.934682
  nChanged 76
		SP:Iteration 20F (7835.140000 sec): 3 clusters
  Score: Raw -635534.222941 + Penalty 2854.703377 = -632679.519564
  nChanged 72
		SP:Iteration 21Q (7835.370000 sec): 3 clusters
  Score: Raw -635575.524299 + Penalty 2854.703377 = -632720.820922
  nChanged 62
		SP:Iteration 22Q (7835.570000 sec): 3 clusters
  Score: Raw -635612.830204 + Penalty 2854.703377 = -632758.126827
  nChanged 56
		SP:Iteration 23Q (7835.770000 sec): 3 clusters
  Score: Raw -635649.258235 + Penalty 2854.703377 = -632794.554858
  nChanged 49
		SP:Iteration 24Q (7835.990000 sec): 3 clusters
  Score: Raw -635675.364602 + Penalty 2854.703377 = -632820.661225
  nChanged 43
		SP:Iteration 25Q (7836.250000 sec): 3 clusters
  Score: Raw -635696.725106 + Penalty 2854.703377 = -632842.021729
  nChanged 38
		SP:Iteration 26Q (7836.440000 sec): 3 clusters
  Score: Raw -635713.423532 + Penalty 2854.703377 = -632858.720155
  nChanged 31
		SP:Iteration 27Q (7836.650000 sec): 3 clusters
  Score: Raw -635733.936137 + Penalty 2854.703377 = -632879.232760
  nChanged 36
		SP:Iteration 28Q (7836.850000 sec): 3 clusters
  Score: Raw -635754.821233 + Penalty 2854.703377 = -632900.117856
  nChanged 47
		SP:Iteration 29Q (7837.100000 sec): 3 clusters
  Score: Raw -635784.551124 + Penalty 2854.703377 = -632929.847747
  nChanged 62
		SP:Iteration 30Q (7837.330000 sec): 3 clusters
  Score: Raw -635822.359396 + Penalty 2854.703377 = -632967.656019
  nChanged 54
		SP:Iteration 31Q (7837.530000 sec): 3 clusters
  Score: Raw -635869.249004 + Penalty 2854.703377 = -633014.545627
  nChanged 63
		SP:Iteration 32Q (7837.770000 sec): 3 clusters
  Score: Raw -635921.709863 + Penalty 2854.703377 = -633067.006486
  nChanged 64
		SP:Iteration 33Q (7837.930000 sec): 3 clusters
  Score: Raw -635977.422169 + Penalty 2854.703377 = -633122.718792
  nChanged 81
		SP:Iteration 34Q (7838.130000 sec): 3 clusters
  Score: Raw -636036.454324 + Penalty 2854.703377 = -633181.750947
  nChanged 85
		SP:Iteration 35Q (7838.330000 sec): 3 clusters
  Score: Raw -636091.938099 + Penalty 2854.703377 = -633237.234722
  nChanged 83
		SP:Iteration 36Q (7838.530000 sec): 3 clusters
  Score: Raw -636144.522921 + Penalty 2854.703377 = -633289.819544
  nChanged 80
		SP:Iteration 37Q (7838.790000 sec): 3 clusters
  Score: Raw -636200.669714 + Penalty 2854.703377 = -633345.966336
  nChanged 88
		SP:Iteration 38Q (7839.010000 sec): 3 clusters
  Score: Raw -636267.541341 + Penalty 2854.703377 = -633412.837964
  nChanged 85
		SP:Iteration 39Q (7839.220000 sec): 3 clusters
  Score: Raw -636321.289491 + Penalty 2854.703377 = -633466.586114
  nChanged 82
		SP:Iteration 40F (7839.430000 sec): 3 clusters
  Score: Raw -636379.525036 + Penalty 2854.703377 = -633524.821659
  nChanged 87
		SP:Iteration 41Q (7839.690000 sec): 3 clusters
  Score: Raw -636430.496771 + Penalty 2854.703377 = -633575.793394
  nChanged 79
		SP:Iteration 42Q (7839.900000 sec): 3 clusters
  Score: Raw -636474.065583 + Penalty 2854.703377 = -633619.362206
  nChanged 73
		SP:Iteration 43Q (7840.110000 sec): 3 clusters
  Score: Raw -636510.090680 + Penalty 2854.703377 = -633655.387303
  nChanged 53
		SP:Iteration 44Q (7840.300000 sec): 3 clusters
  Score: Raw -636528.538368 + Penalty 2854.703377 = -633673.834991
  nChanged 42
		SP:Iteration 45Q (7840.550000 sec): 3 clusters
  Score: Raw -636542.493201 + Penalty 2854.703377 = -633687.789824
  nChanged 41
		SP:Iteration 46Q (7840.770000 sec): 3 clusters
  Score: Raw -636555.641259 + Penalty 2854.703377 = -633700.937882
  nChanged 25
		SP:Iteration 47Q (7840.950000 sec): 3 clusters
  Score: Raw -636562.303841 + Penalty 2854.703377 = -633707.600464
  nChanged 18
		SP:Iteration 48Q (7841.170000 sec): 3 clusters
  Score: Raw -636566.128376 + Penalty 2854.703377 = -633711.424999
  nChanged 15
		SP:Iteration 49Q (7841.350000 sec): 3 clusters
  Score: Raw -636569.819043 + Penalty 2854.703377 = -633715.115666
  nChanged 8
		SP:Iteration 50Q (7841.560000 sec): 3 clusters
  Score: Raw -636571.408994 + Penalty 2854.703377 = -633716.705617
  nChanged 5
		SP:Iteration 51Q (7841.750000 sec): 3 clusters
  Score: Raw -636572.204798 + Penalty 2854.703377 = -633717.501421
  nChanged 2
		SP:Iteration 52Q (7841.940000 sec): 3 clusters
  Score: Raw -636572.405447 + Penalty 2854.703377 = -633717.702070
  nChanged 5
		SP:Iteration 53Q (7842.130000 sec): 3 clusters
  Score: Raw -636574.067483 + Penalty 2854.703377 = -633719.364106
  nChanged 5
		SP:Iteration 54Q (7842.370000 sec): 3 clusters
  Score: Raw -636575.593636 + Penalty 2854.703377 = -633720.890259
  nChanged 8
		SP:Iteration 55Q (7842.570000 sec): 3 clusters
  Score: Raw -636577.558352 + Penalty 2854.703377 = -633722.854975
  nChanged 11
		SP:Iteration 56Q (7842.780000 sec): 3 clusters
  Score: Raw -636579.539438 + Penalty 2854.703377 = -633724.836061
  nChanged 6
		SP:Iteration 57Q (7842.960000 sec): 3 clusters
  Score: Raw -636580.677440 + Penalty 2854.703377 = -633725.974063
  nChanged 5
		SP:Iteration 58Q (7843.210000 sec): 3 clusters
  Score: Raw -636581.484954 + Penalty 2854.703377 = -633726.781577
  nChanged 1
		SP:Iteration 59Q (7843.400000 sec): 3 clusters
  Score: Raw -636581.546904 + Penalty 2854.703377 = -633726.843527
  nChanged 2
		SP:Iteration 60F (7843.590000 sec): 3 clusters
  Score: Raw -636581.737703 + Penalty 2854.703377 = -633727.034326
  nChanged 1
		SP:Iteration 61Q (7843.850000 sec): 3 clusters
  Score: Raw -636581.792983 + Penalty 2854.703377 = -633727.089606
  nChanged 1
		SP:Iteration 62Q (7844.030000 sec): 3 clusters
  Score: Raw -636581.876208 + Penalty 2854.703377 = -633727.172831
  nChanged 1
		SP:Iteration 63Q (7844.290000 sec): 3 clusters
  Score: Raw -636582.083719 + Penalty 2854.703377 = -633727.380342
  nChanged 1
		SP:Iteration 64Q (7844.450000 sec): 3 clusters
  Score: Raw -636582.186679 + Penalty 2854.703377 = -633727.483302
  nChanged 1
		SP:Iteration 65Q (7844.690000 sec): 3 clusters
  Score: Raw -636582.301257 + Penalty 2854.703377 = -633727.597879
  nChanged 2
		SP:Iteration 66Q (7844.940000 sec): 3 clusters
  Score: Raw -636582.631582 + Penalty 2854.703377 = -633727.928205
  nChanged 3
		SP:Iteration 67Q (7845.190000 sec): 3 clusters
  Score: Raw -636582.947047 + Penalty 2854.703377 = -633728.243670
  nChanged 1
		SP:Iteration 68Q (7845.390000 sec): 3 clusters
  Score: Raw -636583.059388 + Penalty 2854.703377 = -633728.356011
  nChanged 1
		SP:Iteration 69Q (7845.640000 sec): 3 clusters
  Score: Raw -636583.163996 + Penalty 2854.703377 = -633728.460619
  nChanged 2
		SP:Iteration 70Q (7845.910000 sec): 3 clusters
  Score: Raw -636583.420252 + Penalty 2854.703377 = -633728.716875
  nChanged 0
		SP:Iteration 71F (7846.110000 sec): 3 clusters
  Score: Raw -636583.420252 + Penalty 2854.703377 = -633728.716875
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Iteration 99Q (7921.460000 sec): 68 clusters
  Score: Raw -138085764.639080 + Penalty 153803.849682 = -137931960.789398
  nChanged 13427
Iteration 100F (8059.160000 sec): 68 clusters
  Score: Raw -138091914.818129 + Penalty 153803.849682 = -137938110.968447
  nChanged 11175
Iteration 101Q (8145.320000 sec): 68 clusters
  Score: Raw -138094879.008951 + Penalty 153803.849682 = -137941075.159269
  nChanged 7841
Iteration 102Q (8230.080000 sec): 68 clusters
  Score: Raw -138096508.504701 + Penalty 153803.849682 = -137942704.655018
  nChanged 6160
Iteration 103Q (8313.510000 sec): 68 clusters
  Score: Raw -138097537.887337 + Penalty 153803.849682 = -137943734.037654
  nChanged 5164
Iteration 104Q (8396.650000 sec): 68 clusters
  Score: Raw -138098249.345515 + Penalty 153803.849682 = -137944445.495833
  nChanged 4414
Iteration 105Q (8487.260000 sec): 68 clusters
  Score: Raw -138098801.188781 + Penalty 153803.849682 = -137944997.339098
  nChanged 3795
Iteration 106Q (8570.160000 sec): 68 clusters
  Score: Raw -138099226.155631 + Penalty 153803.849682 = -137945422.305949
  nChanged 3454
Iteration 107Q (8648.930000 sec): 68 clusters
  Score: Raw -138099587.149118 + Penalty 153803.849682 = -137945783.299436
  nChanged 3086
Iteration 108Q (8734.930000 sec): 68 clusters
  Score: Raw -138099908.432622 + Penalty 153803.849682 = -137946104.582940
  nChanged 2789
Iteration 109Q (8821.880000 sec): 68 clusters
  Score: Raw -138100189.992139 + Penalty 153803.849682 = -137946386.142457
  nChanged 2543
Iteration 110Q (8907.790000 sec): 68 clusters
  Score: Raw -138100451.260861 + Penalty 153803.849682 = -137946647.411178
  nChanged 2339
Iteration 111Q (8991.060000 sec): 68 clusters
  Score: Raw -138100668.293092 + Penalty 153803.849682 = -137946864.443410
  nChanged 2090
Iteration 112Q (9083.700000 sec): 68 clusters
  Score: Raw -138100860.306597 + Penalty 153803.849682 = -137947056.456914
  nChanged 1920
Iteration 113Q (9169.160000 sec): 68 clusters
  Score: Raw -138101033.243681 + Penalty 153803.849682 = -137947229.393999
  nChanged 1870
Iteration 114Q (9261.430000 sec): 68 clusters
  Score: Raw -138101196.128654 + Penalty 153803.849682 = -137947392.278971
  nChanged 1702
Iteration 115Q (9353.490000 sec): 68 clusters
  Score: Raw -138101345.076607 + Penalty 153803.849682 = -137947541.226925
  nChanged 1637
Iteration 116Q (9443.810000 sec): 68 clusters
  Score: Raw -138101485.111746 + Penalty 153803.849682 = -137947681.262064
  nChanged 1588
Iteration 117Q (9531.510000 sec): 68 clusters
  Score: Raw -138101605.090849 + Penalty 153803.849682 = -137947801.241167
  nChanged 1445
Iteration 118Q (9625.160000 sec): 68 clusters
  Score: Raw -138101706.595130 + Penalty 153803.849682 = -137947902.745447
  nChanged 1274
Iteration 119Q (9718.290000 sec): 68 clusters
  Score: Raw -138101790.773703 + Penalty 153803.849682 = -137947986.924021
  nChanged 1165
Iteration 120F (9875.170000 sec): 68 clusters
  Score: Raw -138102135.956456 + Penalty 153803.849682 = -137948332.106774
  nChanged 1213
Iteration 121Q (9967.210000 sec): 68 clusters
  Score: Raw -138102708.261086 + Penalty 153803.849682 = -137948904.411403
  nChanged 1187
Iteration 122Q (10061.220000 sec): 68 clusters
  Score: Raw -138102919.703996 + Penalty 153803.849682 = -137949115.854313
  nChanged 1185
Iteration 123Q (10158.870000 sec): 68 clusters
  Score: Raw -138103040.663671 + Penalty 153803.849682 = -137949236.813988
  nChanged 1131
Iteration 124Q (10247.580000 sec): 68 clusters
  Score: Raw -138103144.825089 + Penalty 153803.849682 = -137949340.975407
  nChanged 1069
Iteration 125Q (10340.360000 sec): 68 clusters
  Score: Raw -138103232.918105 + Penalty 153803.849682 = -137949429.068422
  nChanged 983
Iteration 126Q (10436.050000 sec): 68 clusters
  Score: Raw -138103319.379967 + Penalty 153803.849682 = -137949515.530285
  nChanged 931
Iteration 127Q (10526.770000 sec): 68 clusters
  Score: Raw -138103400.966263 + Penalty 153803.849682 = -137949597.116580
  nChanged 924
Iteration 128Q (10623.280000 sec): 68 clusters
  Score: Raw -138103483.598897 + Penalty 153803.849682 = -137949679.749214
  nChanged 865
Iteration 129Q (10719.540000 sec): 68 clusters
  Score: Raw -138103561.249865 + Penalty 153803.849682 = -137949757.400183
  nChanged 851
Iteration 130Q (10808.810000 sec): 68 clusters
  Score: Raw -138103640.002910 + Penalty 153803.849682 = -137949836.153228
  nChanged 877
Iteration 131Q (10880.230000 sec): 68 clusters
  Score: Raw -138103739.616282 + Penalty 153803.849682 = -137949935.766600
  nChanged 846
Iteration 132Q (10964.370000 sec): 68 clusters
  Score: Raw -138103849.922814 + Penalty 153803.849682 = -137950046.073132
  nChanged 869
Iteration 133Q (11054.010000 sec): 68 clusters
  Score: Raw -138103975.854242 + Penalty 153803.849682 = -137950172.004560
  nChanged 862
Iteration 134Q (11138.190000 sec): 68 clusters
  Score: Raw -138104092.012291 + Penalty 153803.849682 = -137950288.162609
  nChanged 842
Iteration 135Q (11218.370000 sec): 68 clusters
  Score: Raw -138104171.773986 + Penalty 153803.849682 = -137950367.924304
  nChanged 720
Iteration 136Q (11302.910000 sec): 68 clusters
  Score: Raw -138104229.746276 + Penalty 153803.849682 = -137950425.896593
  nChanged 666
Iteration 137Q (11377.600000 sec): 68 clusters
  Score: Raw -138104280.830033 + Penalty 153803.849682 = -137950476.980351
  nChanged 623
Iteration 138Q (11471.560000 sec): 68 clusters
  Score: Raw -138104325.378816 + Penalty 153803.849682 = -137950521.529134
  nChanged 574
Writing temp clu file 
Because OldScore, -137950476.980351, is greater than current (better) Score,-137950521.529134 
 Compute initial score before splitting:   Score: Raw -138104325.378816 + Penalty 153803.849682 = -137950521.529134
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11472.050000 sec): 2 clusters
  Score: Raw -355701.323206 + Penalty 1336.861645 = -354364.461561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11472.310000 sec): 3 clusters
  Score: Raw -353843.104831 + Penalty 2673.723289 = -351169.381542
  nChanged 1466
		SP:Iteration 1F (11472.460000 sec): 3 clusters
  Score: Raw -354913.204233 + Penalty 2673.723289 = -352239.480943
  nChanged 411
		SP:Iteration 2F (11472.670000 sec): 3 clusters
  Score: Raw -355410.828040 + Penalty 2673.723289 = -352737.104751
  nChanged 363
		SP:Iteration 3F (11472.930000 sec): 3 clusters
  Score: Raw -355918.916390 + Penalty 2673.723289 = -353245.193100
  nChanged 287
		SP:Iteration 4F (11473.100000 sec): 3 clusters
  Score: Raw -356286.710947 + Penalty 2673.723289 = -353612.987657
  nChanged 201
		SP:Iteration 5F (11473.300000 sec): 3 clusters
  Score: Raw -356468.344306 + Penalty 2673.723289 = -353794.621017
  nChanged 117
		SP:Iteration 6Q (11473.550000 sec): 3 clusters
  Score: Raw -356542.273107 + Penalty 2673.723289 = -353868.549817
  nChanged 75
		SP:Iteration 7Q (11473.760000 sec): 3 clusters
  Score: Raw -356592.099106 + Penalty 2673.723289 = -353918.375816
  nChanged 54
		SP:Iteration 8Q (11473.960000 sec): 3 clusters
  Score: Raw -356616.127552 + Penalty 2673.723289 = -353942.404263
  nChanged 29
		SP:Iteration 9Q (11474.140000 sec): 3 clusters
  Score: Raw -356630.034650 + Penalty 2673.723289 = -353956.311361
  nChanged 23
		SP:Iteration 10Q (11474.370000 sec): 3 clusters
  Score: Raw -356642.433927 + Penalty 2673.723289 = -353968.710637
  nChanged 20
		SP:Iteration 11Q (11474.560000 sec): 3 clusters
  Score: Raw -356650.870330 + Penalty 2673.723289 = -353977.147040
  nChanged 14
		SP:Iteration 12Q (11474.770000 sec): 3 clusters
  Score: Raw -356656.252057 + Penalty 2673.723289 = -353982.528767
  nChanged 15
		SP:Iteration 13Q (11474.980000 sec): 3 clusters
  Score: Raw -356661.716835 + Penalty 2673.723289 = -353987.993545
  nChanged 7
		SP:Iteration 14Q (11475.150000 sec): 3 clusters
  Score: Raw -356665.029227 + Penalty 2673.723289 = -353991.305938
  nChanged 11
		SP:Iteration 15Q (11475.350000 sec): 3 clusters
  Score: Raw -356670.875387 + Penalty 2673.723289 = -353997.152098
  nChanged 10
		SP:Iteration 16Q (11475.580000 sec): 3 clusters
  Score: Raw -356674.252504 + Penalty 2673.723289 = -354000.529215
  nChanged 14
		SP:Iteration 17Q (11475.720000 sec): 3 clusters
  Score: Raw -356680.223425 + Penalty 2673.723289 = -354006.500135
  nChanged 17
		SP:Iteration 18Q (11475.960000 sec): 3 clusters
  Score: Raw -356690.796489 + Penalty 2673.723289 = -354017.073200
  nChanged 17
		SP:Iteration 19Q (11476.120000 sec): 3 clusters
  Score: Raw -356697.540930 + Penalty 2673.723289 = -354023.817641
  nChanged 10
		SP:Iteration 20F (11476.340000 sec): 3 clusters
  Score: Raw -356700.517882 + Penalty 2673.723289 = -354026.794592
  nChanged 6
		SP:Iteration 21Q (11476.560000 sec): 3 clusters
  Score: Raw -356702.346466 + Penalty 2673.723289 = -354028.623177
  nChanged 10
		SP:Iteration 22Q (11476.840000 sec): 3 clusters
  Score: Raw -356705.323533 + Penalty 2673.723289 = -354031.600244
  nChanged 6
		SP:Iteration 23Q (11477.070000 sec): 3 clusters
  Score: Raw -356707.471306 + Penalty 2673.723289 = -354033.748016
  nChanged 7
		SP:Iteration 24Q (11477.290000 sec): 3 clusters
  Score: Raw -356710.864945 + Penalty 2673.723289 = -354037.141656
  nChanged 4
		SP:Iteration 25Q (11477.520000 sec): 3 clusters
  Score: Raw -356713.446660 + Penalty 2673.723289 = -354039.723371
  nChanged 2
		SP:Iteration 26Q (11477.730000 sec): 3 clusters
  Score: Raw -356717.450885 + Penalty 2673.723289 = -354043.727596
  nChanged 6
		SP:Iteration 27Q (11477.950000 sec): 3 clusters
  Score: Raw -356722.307542 + Penalty 2673.723289 = -354048.584253
  nChanged 9
		SP:Iteration 28Q (11478.170000 sec): 3 clusters
  Score: Raw -356725.531197 + Penalty 2673.723289 = -354051.807907
  nChanged 4
		SP:Iteration 29Q (11478.390000 sec): 3 clusters
  Score: Raw -356727.184680 + Penalty 2673.723289 = -354053.461390
  nChanged 2
		SP:Iteration 30Q (11478.600000 sec): 3 clusters
  Score: Raw -356727.473538 + Penalty 2673.723289 = -354053.750248
  nChanged 0
		SP:Iteration 31F (11478.850000 sec): 3 clusters
  Score: Raw -356727.473538 + Penalty 2673.723289 = -354053.750248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11479.400000 sec): 2 clusters
  Score: Raw -9136012.693266 + Penalty 1845.658111 = -9134167.035155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11480.080000 sec): 3 clusters
  Score: Raw -9080671.652652 + Penalty 3691.316221 = -9076980.336430
  nChanged 40823
		SP:Iteration 1F (11480.700000 sec): 3 clusters
  Score: Raw -9104315.144347 + Penalty 3691.316221 = -9100623.828125
  nChanged 3567
		SP:Iteration 2Q (11481.410000 sec): 3 clusters
  Score: Raw -9105566.567376 + Penalty 3691.316221 = -9101875.251155
  nChanged 4485
		SP:Iteration 3F (11482.020000 sec): 3 clusters
  Score: Raw -9107613.561270 + Penalty 3691.316221 = -9103922.245049
  nChanged 5694
		SP:Iteration 4F (11482.640000 sec): 3 clusters
  Score: Raw -9111059.413876 + Penalty 3691.316221 = -9107368.097654
  nChanged 6707
		SP:Iteration 5F (11483.300000 sec): 3 clusters
  Score: Raw -9116029.564575 + Penalty 3691.316221 = -9112338.248353
  nChanged 6962
		SP:Iteration 6F (11483.940000 sec): 3 clusters
  Score: Raw -9121927.232156 + Penalty 3691.316221 = -9118235.915934
  nChanged 6142
		SP:Iteration 7F (11484.540000 sec): 3 clusters
  Score: Raw -9127566.542208 + Penalty 3691.316221 = -9123875.225987
  nChanged 4538
		SP:Iteration 8F (11485.110000 sec): 3 clusters
  Score: Raw -9131872.650216 + Penalty 3691.316221 = -9128181.333994
  nChanged 2701
		SP:Iteration 9Q (11485.720000 sec): 3 clusters
  Score: Raw -9134347.115191 + Penalty 3691.316221 = -9130655.798970
  nChanged 1284
		SP:Iteration 10Q (11486.300000 sec): 3 clusters
  Score: Raw -9135434.236530 + Penalty 3691.316221 = -9131742.920309
  nChanged 548
		SP:Iteration 11Q (11486.780000 sec): 3 clusters
  Score: Raw -9135867.097004 + Penalty 3691.316221 = -9132175.780782
  nChanged 238
		SP:Iteration 12Q (11487.280000 sec): 3 clusters
  Score: Raw -9136055.763900 + Penalty 3691.316221 = -9132364.447678
  nChanged 109
		SP:Iteration 13Q (11487.760000 sec): 3 clusters
  Score: Raw -9136149.560516 + Penalty 3691.316221 = -9132458.244294
  nChanged 63
		SP:Iteration 14Q (11488.210000 sec): 3 clusters
  Score: Raw -9136202.712100 + Penalty 3691.316221 = -9132511.395878
  nChanged 60
		SP:Iteration 15Q (11488.690000 sec): 3 clusters
  Score: Raw -9136255.811866 + Penalty 3691.316221 = -9132564.495644
  nChanged 45
		SP:Iteration 16Q (11489.190000 sec): 3 clusters
  Score: Raw -9136294.625298 + Penalty 3691.316221 = -9132603.309077
  nChanged 31
		SP:Iteration 17Q (11489.740000 sec): 3 clusters
  Score: Raw -9136328.021647 + Penalty 3691.316221 = -9132636.705426
  nChanged 23
		SP:Iteration 18Q (11490.270000 sec): 3 clusters
  Score: Raw -9136348.793365 + Penalty 3691.316221 = -9132657.477144
  nChanged 16
		SP:Iteration 19Q (11490.770000 sec): 3 clusters
  Score: Raw -9136361.436278 + Penalty 3691.316221 = -9132670.120056
  nChanged 13
		SP:Iteration 20F (11491.310000 sec): 3 clusters
  Score: Raw -9136372.008778 + Penalty 3691.316221 = -9132680.692557
  nChanged 9
		SP:Iteration 21Q (11491.840000 sec): 3 clusters
  Score: Raw -9136383.129543 + Penalty 3691.316221 = -9132691.813322
  nChanged 10
		SP:Iteration 22Q (11492.390000 sec): 3 clusters
  Score: Raw -9136393.238624 + Penalty 3691.316221 = -9132701.922402
  nChanged 6
		SP:Iteration 23Q (11492.910000 sec): 3 clusters
  Score: Raw -9136398.349934 + Penalty 3691.316221 = -9132707.033713
  nChanged 3
		SP:Iteration 24Q (11493.400000 sec): 3 clusters
  Score: Raw -9136399.978194 + Penalty 3691.316221 = -9132708.661972
  nChanged 2
		SP:Iteration 25Q (11493.970000 sec): 3 clusters
  Score: Raw -9136400.407061 + Penalty 3691.316221 = -9132709.090839
  nChanged 0
		SP:Iteration 26F (11494.510000 sec): 3 clusters
  Score: Raw -9136400.407061 + Penalty 3691.316221 = -9132709.090839
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11494.720000 sec): 2 clusters
  Score: Raw -2667098.691843 + Penalty 1645.401960 = -2665453.289884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11495.040000 sec): 3 clusters
  Score: Raw -2651865.476205 + Penalty 3290.803919 = -2648574.672286
  nChanged 11364
		SP:Iteration 1F (11495.350000 sec): 3 clusters
  Score: Raw -2658251.226480 + Penalty 3290.803919 = -2654960.422561
  nChanged 1222
		SP:Iteration 2Q (11495.660000 sec): 3 clusters
  Score: Raw -2658761.424624 + Penalty 3290.803919 = -2655470.620705
  nChanged 1315
		SP:Iteration 3F (11495.940000 sec): 3 clusters
  Score: Raw -2659450.040941 + Penalty 3290.803919 = -2656159.237022
  nChanged 1493
		SP:Iteration 4F (11496.250000 sec): 3 clusters
  Score: Raw -2660451.572161 + Penalty 3290.803919 = -2657160.768242
  nChanged 1667
		SP:Iteration 5F (11496.530000 sec): 3 clusters
  Score: Raw -2661660.872931 + Penalty 3290.803919 = -2658370.069012
  nChanged 1679
		SP:Iteration 6F (11496.860000 sec): 3 clusters
  Score: Raw -2662816.383293 + Penalty 3290.803919 = -2659525.579374
  nChanged 1541
		SP:Iteration 7F (11497.150000 sec): 3 clusters
  Score: Raw -2663753.238760 + Penalty 3290.803919 = -2660462.434841
  nChanged 1276
		SP:Iteration 8F (11497.460000 sec): 3 clusters
  Score: Raw -2664359.793055 + Penalty 3290.803919 = -2661068.989136
  nChanged 986
		SP:Iteration 9Q (11497.770000 sec): 3 clusters
  Score: Raw -2664733.942172 + Penalty 3290.803919 = -2661443.138253
  nChanged 711
		SP:Iteration 10Q (11498.070000 sec): 3 clusters
  Score: Raw -2664967.971373 + Penalty 3290.803919 = -2661677.167454
  nChanged 594
		SP:Iteration 11Q (11498.400000 sec): 3 clusters
  Score: Raw -2665146.961364 + Penalty 3290.803919 = -2661856.157445
  nChanged 559
		SP:Iteration 12Q (11498.730000 sec): 3 clusters
  Score: Raw -2665307.386507 + Penalty 3290.803919 = -2662016.582588
  nChanged 508
		SP:Iteration 13Q (11499.050000 sec): 3 clusters
  Score: Raw -2665445.549417 + Penalty 3290.803919 = -2662154.745498
  nChanged 495
		SP:Iteration 14Q (11499.350000 sec): 3 clusters
  Score: Raw -2665590.051900 + Penalty 3290.803919 = -2662299.247981
  nChanged 483
		SP:Iteration 15Q (11499.660000 sec): 3 clusters
  Score: Raw -2665730.324526 + Penalty 3290.803919 = -2662439.520607
  nChanged 550
		SP:Iteration 16Q (11499.960000 sec): 3 clusters
  Score: Raw -2665910.899576 + Penalty 3290.803919 = -2662620.095657
  nChanged 586
		SP:Iteration 17Q (11500.300000 sec): 3 clusters
  Score: Raw -2666109.250388 + Penalty 3290.803919 = -2662818.446469
  nChanged 582
		SP:Iteration 18Q (11500.580000 sec): 3 clusters
  Score: Raw -2666294.225197 + Penalty 3290.803919 = -2663003.421278
  nChanged 533
		SP:Iteration 19Q (11500.900000 sec): 3 clusters
  Score: Raw -2666461.422078 + Penalty 3290.803919 = -2663170.618158
  nChanged 529
		SP:Iteration 20F (11501.240000 sec): 3 clusters
  Score: Raw -2666626.168713 + Penalty 3290.803919 = -2663335.364794
  nChanged 490
		SP:Iteration 21Q (11501.550000 sec): 3 clusters
  Score: Raw -2666777.149694 + Penalty 3290.803919 = -2663486.345775
  nChanged 444
		SP:Iteration 22Q (11501.820000 sec): 3 clusters
  Score: Raw -2666920.052074 + Penalty 3290.803919 = -2663629.248155
  nChanged 396
		SP:Iteration 23Q (11502.140000 sec): 3 clusters
  Score: Raw -2667054.403290 + Penalty 3290.803919 = -2663763.599371
  nChanged 381
		SP:Iteration 24Q (11502.460000 sec): 3 clusters
  Score: Raw -2667178.674777 + Penalty 3290.803919 = -2663887.870858
  nChanged 335
		SP:Iteration 25Q (11502.790000 sec): 3 clusters
  Score: Raw -2667284.487181 + Penalty 3290.803919 = -2663993.683262
  nChanged 331
		SP:Iteration 26Q (11503.120000 sec): 3 clusters
  Score: Raw -2667387.213422 + Penalty 3290.803919 = -2664096.409503
  nChanged 272
		SP:Iteration 27Q (11503.440000 sec): 3 clusters
  Score: Raw -2667461.745234 + Penalty 3290.803919 = -2664170.941315
  nChanged 230
		SP:Iteration 28Q (11503.770000 sec): 3 clusters
  Score: Raw -2667525.553480 + Penalty 3290.803919 = -2664234.749560
  nChanged 202
		SP:Iteration 29Q (11504.120000 sec): 3 clusters
  Score: Raw -2667581.979205 + Penalty 3290.803919 = -2664291.175286
  nChanged 190
		SP:Iteration 30Q (11504.470000 sec): 3 clusters
  Score: Raw -2667635.966773 + Penalty 3290.803919 = -2664345.162853
  nChanged 163
		SP:Iteration 31Q (11504.760000 sec): 3 clusters
  Score: Raw -2667681.200617 + Penalty 3290.803919 = -2664390.396697
  nChanged 166
		SP:Iteration 32Q (11505.060000 sec): 3 clusters
  Score: Raw -2667719.917023 + Penalty 3290.803919 = -2664429.113104
  nChanged 119
		SP:Iteration 33Q (11505.340000 sec): 3 clusters
  Score: Raw -2667745.085766 + Penalty 3290.803919 = -2664454.281847
  nChanged 97
		SP:Iteration 34Q (11505.610000 sec): 3 clusters
  Score: Raw -2667764.279251 + Penalty 3290.803919 = -2664473.475332
  nChanged 95
		SP:Iteration 35Q (11505.890000 sec): 3 clusters
  Score: Raw -2667786.410147 + Penalty 3290.803919 = -2664495.606228
  nChanged 97
		SP:Iteration 36Q (11506.180000 sec): 3 clusters
  Score: Raw -2667807.065821 + Penalty 3290.803919 = -2664516.261902
  nChanged 72
		SP:Iteration 37Q (11506.450000 sec): 3 clusters
  Score: Raw -2667821.981429 + Penalty 3290.803919 = -2664531.177510
  nChanged 64
		SP:Iteration 38Q (11506.750000 sec): 3 clusters
  Score: Raw -2667834.326372 + Penalty 3290.803919 = -2664543.522453
  nChanged 61
		SP:Iteration 39Q (11507.050000 sec): 3 clusters
  Score: Raw -2667845.695690 + Penalty 3290.803919 = -2664554.891770
  nChanged 49
		SP:Iteration 40F (11507.360000 sec): 3 clusters
  Score: Raw -2667854.083635 + Penalty 3290.803919 = -2664563.279716
  nChanged 38
		SP:Iteration 41Q (11507.650000 sec): 3 clusters
  Score: Raw -2667860.046581 + Penalty 3290.803919 = -2664569.242662
  nChanged 35
		SP:Iteration 42Q (11507.930000 sec): 3 clusters
  Score: Raw -2667865.890584 + Penalty 3290.803919 = -2664575.086665
  nChanged 17
		SP:Iteration 43Q (11508.190000 sec): 3 clusters
  Score: Raw -2667868.518212 + Penalty 3290.803919 = -2664577.714293
  nChanged 25
		SP:Iteration 44Q (11508.530000 sec): 3 clusters
  Score: Raw -2667872.021250 + Penalty 3290.803919 = -2664581.217331
  nChanged 20
		SP:Iteration 45Q (11508.820000 sec): 3 clusters
  Score: Raw -2667874.341208 + Penalty 3290.803919 = -2664583.537289
  nChanged 19
		SP:Iteration 46Q (11509.080000 sec): 3 clusters
  Score: Raw -2667876.744067 + Penalty 3290.803919 = -2664585.940148
  nChanged 16
		SP:Iteration 47Q (11509.390000 sec): 3 clusters
  Score: Raw -2667878.767543 + Penalty 3290.803919 = -2664587.963624
  nChanged 11
		SP:Iteration 48Q (11509.690000 sec): 3 clusters
  Score: Raw -2667880.038254 + Penalty 3290.803919 = -2664589.234335
  nChanged 8
		SP:Iteration 49Q (11510.000000 sec): 3 clusters
  Score: Raw -2667881.043824 + Penalty 3290.803919 = -2664590.239905
  nChanged 9
		SP:Iteration 50Q (11510.270000 sec): 3 clusters
  Score: Raw -2667882.272181 + Penalty 3290.803919 = -2664591.468262
  nChanged 7
		SP:Iteration 51Q (11510.650000 sec): 3 clusters
  Score: Raw -2667883.187021 + Penalty 3290.803919 = -2664592.383101
  nChanged 11
		SP:Iteration 52Q (11510.900000 sec): 3 clusters
  Score: Raw -2667884.800718 + Penalty 3290.803919 = -2664593.996799
  nChanged 9
		SP:Iteration 53Q (11511.220000 sec): 3 clusters
  Score: Raw -2667885.967085 + Penalty 3290.803919 = -2664595.163166
  nChanged 7
		SP:Iteration 54Q (11511.520000 sec): 3 clusters
  Score: Raw -2667887.052464 + Penalty 3290.803919 = -2664596.248545
  nChanged 11
		SP:Iteration 55Q (11511.790000 sec): 3 clusters
  Score: Raw -2667888.371909 + Penalty 3290.803919 = -2664597.567990
  nChanged 6
		SP:Iteration 56Q (11512.120000 sec): 3 clusters
  Score: Raw -2667888.944982 + Penalty 3290.803919 = -2664598.141063
  nChanged 3
		SP:Iteration 57Q (11512.380000 sec): 3 clusters
  Score: Raw -2667889.296049 + Penalty 3290.803919 = -2664598.492130
  nChanged 4
		SP:Iteration 58Q (11512.630000 sec): 3 clusters
  Score: Raw -2667889.815816 + Penalty 3290.803919 = -2664599.011897
  nChanged 5
		SP:Iteration 59Q (11512.910000 sec): 3 clusters
  Score: Raw -2667890.326508 + Penalty 3290.803919 = -2664599.522589
  nChanged 6
		SP:Iteration 60F (11513.210000 sec): 3 clusters
  Score: Raw -2667891.059160 + Penalty 3290.803919 = -2664600.255241
  nChanged 3
		SP:Iteration 61Q (11513.480000 sec): 3 clusters
  Score: Raw -2667891.507956 + Penalty 3290.803919 = -2664600.704037
  nChanged 5
		SP:Iteration 62Q (11513.810000 sec): 3 clusters
  Score: Raw -2667892.157818 + Penalty 3290.803919 = -2664601.353899
  nChanged 7
		SP:Iteration 63Q (11514.100000 sec): 3 clusters
  Score: Raw -2667893.099469 + Penalty 3290.803919 = -2664602.295550
  nChanged 7
		SP:Iteration 64Q (11514.350000 sec): 3 clusters
  Score: Raw -2667894.079777 + Penalty 3290.803919 = -2664603.275858
  nChanged 6
		SP:Iteration 65Q (11514.670000 sec): 3 clusters
  Score: Raw -2667894.795522 + Penalty 3290.803919 = -2664603.991602
  nChanged 6
		SP:Iteration 66Q (11514.950000 sec): 3 clusters
  Score: Raw -2667895.358687 + Penalty 3290.803919 = -2664604.554768
  nChanged 4
		SP:Iteration 67Q (11515.280000 sec): 3 clusters
  Score: Raw -2667895.785836 + Penalty 3290.803919 = -2664604.981917
  nChanged 2
		SP:Iteration 68Q (11515.610000 sec): 3 clusters
  Score: Raw -2667896.009224 + Penalty 3290.803919 = -2664605.205305
  nChanged 2
		SP:Iteration 69Q (11515.900000 sec): 3 clusters
  Score: Raw -2667896.363155 + Penalty 3290.803919 = -2664605.559236
  nChanged 5
		SP:Iteration 70Q (11516.190000 sec): 3 clusters
  Score: Raw -2667897.162739 + Penalty 3290.803919 = -2664606.358820
  nChanged 9
		SP:Iteration 71Q (11516.510000 sec): 3 clusters
  Score: Raw -2667898.296405 + Penalty 3290.803919 = -2664607.492486
  nChanged 13
		SP:Iteration 72Q (11516.740000 sec): 3 clusters
  Score: Raw -2667899.851285 + Penalty 3290.803919 = -2664609.047365
  nChanged 7
		SP:Iteration 73Q (11517.070000 sec): 3 clusters
  Score: Raw -2667900.840432 + Penalty 3290.803919 = -2664610.036513
  nChanged 7
		SP:Iteration 74Q (11517.330000 sec): 3 clusters
  Score: Raw -2667901.925502 + Penalty 3290.803919 = -2664611.121583
  nChanged 6
		SP:Iteration 75Q (11517.650000 sec): 3 clusters
  Score: Raw -2667902.443576 + Penalty 3290.803919 = -2664611.639657
  nChanged 4
		SP:Iteration 76Q (11517.960000 sec): 3 clusters
  Score: Raw -2667903.221066 + Penalty 3290.803919 = -2664612.417147
  nChanged 6
		SP:Iteration 77Q (11518.240000 sec): 3 clusters
  Score: Raw -2667903.968536 + Penalty 3290.803919 = -2664613.164617
  nChanged 6
		SP:Iteration 78Q (11518.510000 sec): 3 clusters
  Score: Raw -2667904.607780 + Penalty 3290.803919 = -2664613.803861
  nChanged 3
		SP:Iteration 79Q (11518.810000 sec): 3 clusters
  Score: Raw -2667904.959383 + Penalty 3290.803919 = -2664614.155464
  nChanged 2
		SP:Iteration 80F (11519.100000 sec): 3 clusters
  Score: Raw -2667905.185776 + Penalty 3290.803919 = -2664614.381857
  nChanged 1
		SP:Iteration 81Q (11519.410000 sec): 3 clusters
  Score: Raw -2667905.301838 + Penalty 3290.803919 = -2664614.497919
  nChanged 1
		SP:Iteration 82Q (11519.700000 sec): 3 clusters
  Score: Raw -2667905.376751 + Penalty 3290.803919 = -2664614.572832
  nChanged 0
		SP:Iteration 83F (11519.990000 sec): 3 clusters
  Score: Raw -2667905.376751 + Penalty 3290.803919 = -2664614.572832
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11520.130000 sec): 2 clusters
  Score: Raw -103682.405474 + Penalty 1126.046475 = -102556.358999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11520.310000 sec): 3 clusters
  Score: Raw -103339.290317 + Penalty 2252.092950 = -101087.197367
  nChanged 325
		SP:Iteration 1F (11520.490000 sec): 3 clusters
  Score: Raw -103650.867975 + Penalty 2252.092950 = -101398.775025
  nChanged 70
		SP:Iteration 2F (11520.700000 sec): 3 clusters
  Score: Raw -103724.341768 + Penalty 2252.092950 = -101472.248818
  nChanged 35
		SP:Iteration 3Q (11520.890000 sec): 3 clusters
  Score: Raw -103765.100748 + Penalty 2252.092950 = -101513.007797
  nChanged 32
		SP:Iteration 4Q (11521.110000 sec): 3 clusters
  Score: Raw -103805.304442 + Penalty 2252.092950 = -101553.211491
  nChanged 22
		SP:Iteration 5Q (11521.330000 sec): 3 clusters
  Score: Raw -103830.454192 + Penalty 2252.092950 = -101578.361241
  nChanged 30
		SP:Iteration 6Q (11521.500000 sec): 3 clusters
  Score: Raw -103869.443484 + Penalty 2252.092950 = -101617.350534
  nChanged 24
		SP:Iteration 7Q (11521.730000 sec): 3 clusters
  Score: Raw -103903.820409 + Penalty 2252.092950 = -101651.727459
  nChanged 28
		SP:Iteration 8Q (11521.960000 sec): 3 clusters
  Score: Raw -103941.126888 + Penalty 2252.092950 = -101689.033937
  nChanged 19
		SP:Iteration 9Q (11522.130000 sec): 3 clusters
  Score: Raw -103965.216623 + Penalty 2252.092950 = -101713.123672
  nChanged 12
		SP:Iteration 10Q (11522.330000 sec): 3 clusters
  Score: Raw -103975.600623 + Penalty 2252.092950 = -101723.507672
  nChanged 5
		SP:Iteration 11Q (11522.500000 sec): 3 clusters
  Score: Raw -103980.016855 + Penalty 2252.092950 = -101727.923905
  nChanged 6
		SP:Iteration 12Q (11522.710000 sec): 3 clusters
  Score: Raw -103986.472589 + Penalty 2252.092950 = -101734.379639
  nChanged 2
		SP:Iteration 13Q (11522.920000 sec): 3 clusters
  Score: Raw -103988.320885 + Penalty 2252.092950 = -101736.227935
  nChanged 1
		SP:Iteration 14Q (11523.170000 sec): 3 clusters
  Score: Raw -103988.814860 + Penalty 2252.092950 = -101736.721910
  nChanged 1
		SP:Iteration 15Q (11523.340000 sec): 3 clusters
  Score: Raw -103989.691920 + Penalty 2252.092950 = -101737.598970
  nChanged 0
		SP:Iteration 16F (11523.530000 sec): 3 clusters
  Score: Raw -103989.691920 + Penalty 2252.092950 = -101737.598970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11523.680000 sec): 2 clusters
  Score: Raw -1564176.264747 + Penalty 1566.749958 = -1562609.514789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11523.970000 sec): 3 clusters
  Score: Raw -1555133.791387 + Penalty 3133.499916 = -1552000.291471
  nChanged 6858
		SP:Iteration 1F (11524.270000 sec): 3 clusters
  Score: Raw -1558883.288393 + Penalty 3133.499916 = -1555749.788477
  nChanged 934
		SP:Iteration 2F (11524.540000 sec): 3 clusters
  Score: Raw -1559277.547353 + Penalty 3133.499916 = -1556144.047437
  nChanged 824
		SP:Iteration 3F (11524.750000 sec): 3 clusters
  Score: Raw -1559656.594425 + Penalty 3133.499916 = -1556523.094509
  nChanged 800
		SP:Iteration 4F (11525.010000 sec): 3 clusters
  Score: Raw -1560076.605294 + Penalty 3133.499916 = -1556943.105378
  nChanged 856
		SP:Iteration 5F (11525.210000 sec): 3 clusters
  Score: Raw -1560632.626622 + Penalty 3133.499916 = -1557499.126706
  nChanged 925
		SP:Iteration 6F (11525.480000 sec): 3 clusters
  Score: Raw -1561361.988160 + Penalty 3133.499916 = -1558228.488244
  nChanged 995
		SP:Iteration 7F (11525.740000 sec): 3 clusters
  Score: Raw -1562192.024842 + Penalty 3133.499916 = -1559058.524927
  nChanged 899
		SP:Iteration 8F (11526.000000 sec): 3 clusters
  Score: Raw -1562941.511136 + Penalty 3133.499916 = -1559808.011220
  nChanged 762
		SP:Iteration 9Q (11526.300000 sec): 3 clusters
  Score: Raw -1563529.083806 + Penalty 3133.499916 = -1560395.583890
  nChanged 554
		SP:Iteration 10Q (11526.580000 sec): 3 clusters
  Score: Raw -1563912.248256 + Penalty 3133.499916 = -1560778.748340
  nChanged 406
		SP:Iteration 11Q (11526.860000 sec): 3 clusters
  Score: Raw -1564185.863642 + Penalty 3133.499916 = -1561052.363726
  nChanged 317
		SP:Iteration 12Q (11527.130000 sec): 3 clusters
  Score: Raw -1564427.620757 + Penalty 3133.499916 = -1561294.120842
  nChanged 264
		SP:Iteration 13Q (11527.400000 sec): 3 clusters
  Score: Raw -1564607.888978 + Penalty 3133.499916 = -1561474.389063
  nChanged 184
		SP:Iteration 14Q (11527.650000 sec): 3 clusters
  Score: Raw -1564698.194030 + Penalty 3133.499916 = -1561564.694114
  nChanged 146
		SP:Iteration 15Q (11527.930000 sec): 3 clusters
  Score: Raw -1564749.274660 + Penalty 3133.499916 = -1561615.774745
  nChanged 106
		SP:Iteration 16Q (11528.180000 sec): 3 clusters
  Score: Raw -1564779.019784 + Penalty 3133.499916 = -1561645.519869
  nChanged 76
		SP:Iteration 17Q (11528.460000 sec): 3 clusters
  Score: Raw -1564795.548367 + Penalty 3133.499916 = -1561662.048451
  nChanged 48
		SP:Iteration 18Q (11528.740000 sec): 3 clusters
  Score: Raw -1564805.628264 + Penalty 3133.499916 = -1561672.128349
  nChanged 42
		SP:Iteration 19Q (11529.020000 sec): 3 clusters
  Score: Raw -1564812.690954 + Penalty 3133.499916 = -1561679.191038
  nChanged 32
		SP:Iteration 20F (11529.270000 sec): 3 clusters
  Score: Raw -1564817.127642 + Penalty 3133.499916 = -1561683.627727
  nChanged 27
		SP:Iteration 21Q (11529.540000 sec): 3 clusters
  Score: Raw -1564821.313306 + Penalty 3133.499916 = -1561687.813391
  nChanged 21
		SP:Iteration 22Q (11529.790000 sec): 3 clusters
  Score: Raw -1564823.939357 + Penalty 3133.499916 = -1561690.439441
  nChanged 16
		SP:Iteration 23Q (11530.070000 sec): 3 clusters
  Score: Raw -1564825.893956 + Penalty 3133.499916 = -1561692.394040
  nChanged 15
		SP:Iteration 24Q (11530.310000 sec): 3 clusters
  Score: Raw -1564827.705904 + Penalty 3133.499916 = -1561694.205989
  nChanged 15
		SP:Iteration 25Q (11530.580000 sec): 3 clusters
  Score: Raw -1564829.607210 + Penalty 3133.499916 = -1561696.107294
  nChanged 13
		SP:Iteration 26Q (11530.850000 sec): 3 clusters
  Score: Raw -1564831.289079 + Penalty 3133.499916 = -1561697.789163
  nChanged 13
		SP:Iteration 27Q (11531.190000 sec): 3 clusters
  Score: Raw -1564833.735489 + Penalty 3133.499916 = -1561700.235573
  nChanged 10
		SP:Iteration 28Q (11531.420000 sec): 3 clusters
  Score: Raw -1564835.235552 + Penalty 3133.499916 = -1561701.735636
  nChanged 7
		SP:Iteration 29Q (11531.750000 sec): 3 clusters
  Score: Raw -1564835.780509 + Penalty 3133.499916 = -1561702.280594
  nChanged 5
		SP:Iteration 30Q (11531.970000 sec): 3 clusters
  Score: Raw -1564836.155362 + Penalty 3133.499916 = -1561702.655446
  nChanged 6
		SP:Iteration 31Q (11532.320000 sec): 3 clusters
  Score: Raw -1564836.903595 + Penalty 3133.499916 = -1561703.403680
  nChanged 8
		SP:Iteration 32Q (11532.580000 sec): 3 clusters
  Score: Raw -1564837.813531 + Penalty 3133.499916 = -1561704.313615
  nChanged 7
		SP:Iteration 33Q (11532.890000 sec): 3 clusters
  Score: Raw -1564838.515165 + Penalty 3133.499916 = -1561705.015249
  nChanged 3
		SP:Iteration 34Q (11533.200000 sec): 3 clusters
  Score: Raw -1564838.768663 + Penalty 3133.499916 = -1561705.268747
  nChanged 6
		SP:Iteration 35Q (11533.490000 sec): 3 clusters
  Score: Raw -1564839.457294 + Penalty 3133.499916 = -1561705.957379
  nChanged 10
		SP:Iteration 36Q (11533.770000 sec): 3 clusters
  Score: Raw -1564840.843708 + Penalty 3133.499916 = -1561707.343792
  nChanged 9
		SP:Iteration 37Q (11534.050000 sec): 3 clusters
  Score: Raw -1564841.823064 + Penalty 3133.499916 = -1561708.323148
  nChanged 9
		SP:Iteration 38Q (11534.370000 sec): 3 clusters
  Score: Raw -1564843.096604 + Penalty 3133.499916 = -1561709.596688
  nChanged 17
		SP:Iteration 39Q (11534.640000 sec): 3 clusters
  Score: Raw -1564845.748209 + Penalty 3133.499916 = -1561712.248293
  nChanged 14
		SP:Iteration 40F (11534.930000 sec): 3 clusters
  Score: Raw -1564847.524593 + Penalty 3133.499916 = -1561714.024678
  nChanged 8
		SP:Iteration 41Q (11535.210000 sec): 3 clusters
  Score: Raw -1564848.560663 + Penalty 3133.499916 = -1561715.060748
  nChanged 8
		SP:Iteration 42Q (11535.490000 sec): 3 clusters
  Score: Raw -1564849.847105 + Penalty 3133.499916 = -1561716.347189
  nChanged 12
		SP:Iteration 43Q (11535.780000 sec): 3 clusters
  Score: Raw -1564850.941825 + Penalty 3133.499916 = -1561717.441910
  nChanged 5
		SP:Iteration 44Q (11536.040000 sec): 3 clusters
  Score: Raw -1564851.324254 + Penalty 3133.499916 = -1561717.824339
  nChanged 7
		SP:Iteration 45Q (11536.330000 sec): 3 clusters
  Score: Raw -1564851.963093 + Penalty 3133.499916 = -1561718.463177
  nChanged 7
		SP:Iteration 46Q (11536.630000 sec): 3 clusters
  Score: Raw -1564852.534661 + Penalty 3133.499916 = -1561719.034746
  nChanged 8
		SP:Iteration 47Q (11536.870000 sec): 3 clusters
  Score: Raw -1564853.309315 + Penalty 3133.499916 = -1561719.809400
  nChanged 7
		SP:Iteration 48Q (11537.150000 sec): 3 clusters
  Score: Raw -1564853.958194 + Penalty 3133.499916 = -1561720.458278
  nChanged 6
		SP:Iteration 49Q (11537.460000 sec): 3 clusters
  Score: Raw -1564854.673265 + Penalty 3133.499916 = -1561721.173349
  nChanged 8
		SP:Iteration 50Q (11537.700000 sec): 3 clusters
  Score: Raw -1564855.369816 + Penalty 3133.499916 = -1561721.869901
  nChanged 3
		SP:Iteration 51Q (11537.910000 sec): 3 clusters
  Score: Raw -1564855.826400 + Penalty 3133.499916 = -1561722.326484
  nChanged 4
		SP:Iteration 52Q (11538.190000 sec): 3 clusters
  Score: Raw -1564856.213768 + Penalty 3133.499916 = -1561722.713852
  nChanged 0
		SP:Iteration 53F (11538.480000 sec): 3 clusters
  Score: Raw -1564856.213768 + Penalty 3133.499916 = -1561722.713852
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11538.600000 sec): 2 clusters
  Score: Raw -1111956.803097 + Penalty 1503.568485 = -1110453.234612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11538.820000 sec): 3 clusters
  Score: Raw -1106001.194808 + Penalty 3007.136970 = -1102994.057838
  nChanged 4586
		SP:Iteration 1F (11539.040000 sec): 3 clusters
  Score: Raw -1108591.556325 + Penalty 3007.136970 = -1105584.419355
  nChanged 694
		SP:Iteration 2F (11539.280000 sec): 3 clusters
  Score: Raw -1108934.233720 + Penalty 3007.136970 = -1105927.096750
  nChanged 587
		SP:Iteration 3F (11539.520000 sec): 3 clusters
  Score: Raw -1109227.993595 + Penalty 3007.136970 = -1106220.856625
  nChanged 507
		SP:Iteration 4Q (11539.810000 sec): 3 clusters
  Score: Raw -1109486.678403 + Penalty 3007.136970 = -1106479.541433
  nChanged 486
		SP:Iteration 5Q (11540.060000 sec): 3 clusters
  Score: Raw -1109749.746718 + Penalty 3007.136970 = -1106742.609748
  nChanged 477
		SP:Iteration 6Q (11540.310000 sec): 3 clusters
  Score: Raw -1110034.288302 + Penalty 3007.136970 = -1107027.151332
  nChanged 484
		SP:Iteration 7Q (11540.510000 sec): 3 clusters
  Score: Raw -1110345.532234 + Penalty 3007.136970 = -1107338.395264
  nChanged 505
		SP:Iteration 8Q (11540.760000 sec): 3 clusters
  Score: Raw -1110718.703033 + Penalty 3007.136970 = -1107711.566063
  nChanged 430
		SP:Iteration 9Q (11541.020000 sec): 3 clusters
  Score: Raw -1111101.155540 + Penalty 3007.136970 = -1108094.018570
  nChanged 441
		SP:Iteration 10Q (11541.240000 sec): 3 clusters
  Score: Raw -1111518.522087 + Penalty 3007.136970 = -1108511.385117
  nChanged 408
		SP:Iteration 11Q (11541.450000 sec): 3 clusters
  Score: Raw -1111924.832825 + Penalty 3007.136970 = -1108917.695855
  nChanged 371
		SP:Iteration 12Q (11541.690000 sec): 3 clusters
  Score: Raw -1112300.912861 + Penalty 3007.136970 = -1109293.775891
  nChanged 324
		SP:Iteration 13Q (11541.880000 sec): 3 clusters
  Score: Raw -1112523.604614 + Penalty 3007.136970 = -1109516.467644
  nChanged 243
		SP:Iteration 14Q (11542.100000 sec): 3 clusters
  Score: Raw -1112640.470887 + Penalty 3007.136970 = -1109633.333917
  nChanged 204
		SP:Iteration 15Q (11542.370000 sec): 3 clusters
  Score: Raw -1112729.024422 + Penalty 3007.136970 = -1109721.887452
  nChanged 156
		SP:Iteration 16Q (11542.620000 sec): 3 clusters
  Score: Raw -1112777.709402 + Penalty 3007.136970 = -1109770.572432
  nChanged 101
		SP:Iteration 17Q (11542.820000 sec): 3 clusters
  Score: Raw -1112810.260532 + Penalty 3007.136970 = -1109803.123562
  nChanged 96
		SP:Iteration 18Q (11543.040000 sec): 3 clusters
  Score: Raw -1112842.429938 + Penalty 3007.136970 = -1109835.292968
  nChanged 90
		SP:Iteration 19Q (11543.300000 sec): 3 clusters
  Score: Raw -1112874.294640 + Penalty 3007.136970 = -1109867.157670
  nChanged 88
		SP:Iteration 20F (11543.580000 sec): 3 clusters
  Score: Raw -1112908.764273 + Penalty 3007.136970 = -1109901.627303
  nChanged 90
		SP:Iteration 21Q (11543.810000 sec): 3 clusters
  Score: Raw -1112943.658210 + Penalty 3007.136970 = -1109936.521240
  nChanged 94
		SP:Iteration 22Q (11544.020000 sec): 3 clusters
  Score: Raw -1112978.350612 + Penalty 3007.136970 = -1109971.213642
  nChanged 96
		SP:Iteration 23Q (11544.260000 sec): 3 clusters
  Score: Raw -1113012.357427 + Penalty 3007.136970 = -1110005.220457
  nChanged 90
		SP:Iteration 24Q (11544.460000 sec): 3 clusters
  Score: Raw -1113043.249399 + Penalty 3007.136970 = -1110036.112429
  nChanged 79
		SP:Iteration 25Q (11544.690000 sec): 3 clusters
  Score: Raw -1113064.549044 + Penalty 3007.136970 = -1110057.412074
  nChanged 62
		SP:Iteration 26Q (11544.900000 sec): 3 clusters
  Score: Raw -1113081.559425 + Penalty 3007.136970 = -1110074.422455
  nChanged 60
		SP:Iteration 27Q (11545.160000 sec): 3 clusters
  Score: Raw -1113097.789048 + Penalty 3007.136970 = -1110090.652078
  nChanged 63
		SP:Iteration 28Q (11545.380000 sec): 3 clusters
  Score: Raw -1113116.427669 + Penalty 3007.136970 = -1110109.290699
  nChanged 67
		SP:Iteration 29Q (11545.570000 sec): 3 clusters
  Score: Raw -1113136.947899 + Penalty 3007.136970 = -1110129.810929
  nChanged 65
		SP:Iteration 30Q (11545.820000 sec): 3 clusters
  Score: Raw -1113152.859833 + Penalty 3007.136970 = -1110145.722863
  nChanged 65
		SP:Iteration 31Q (11546.020000 sec): 3 clusters
  Score: Raw -1113169.315164 + Penalty 3007.136970 = -1110162.178194
  nChanged 67
		SP:Iteration 32Q (11546.220000 sec): 3 clusters
  Score: Raw -1113184.083363 + Penalty 3007.136970 = -1110176.946393
  nChanged 53
		SP:Iteration 33Q (11546.430000 sec): 3 clusters
  Score: Raw -1113195.528688 + Penalty 3007.136970 = -1110188.391718
  nChanged 47
		SP:Iteration 34Q (11546.680000 sec): 3 clusters
  Score: Raw -1113205.330609 + Penalty 3007.136970 = -1110198.193639
  nChanged 38
		SP:Iteration 35Q (11546.880000 sec): 3 clusters
  Score: Raw -1113213.838595 + Penalty 3007.136970 = -1110206.701625
  nChanged 45
		SP:Iteration 36Q (11547.130000 sec): 3 clusters
  Score: Raw -1113222.860131 + Penalty 3007.136970 = -1110215.723161
  nChanged 40
		SP:Iteration 37Q (11547.300000 sec): 3 clusters
  Score: Raw -1113229.568379 + Penalty 3007.136970 = -1110222.431409
  nChanged 35
		SP:Iteration 38Q (11547.520000 sec): 3 clusters
  Score: Raw -1113234.734759 + Penalty 3007.136970 = -1110227.597789
  nChanged 29
		SP:Iteration 39Q (11547.770000 sec): 3 clusters
  Score: Raw -1113238.739871 + Penalty 3007.136970 = -1110231.602901
  nChanged 26
		SP:Iteration 40F (11547.940000 sec): 3 clusters
  Score: Raw -1113242.081475 + Penalty 3007.136970 = -1110234.944505
  nChanged 32
		SP:Iteration 41Q (11548.160000 sec): 3 clusters
  Score: Raw -1113246.537984 + Penalty 3007.136970 = -1110239.401014
  nChanged 31
		SP:Iteration 42Q (11548.380000 sec): 3 clusters
  Score: Raw -1113249.956185 + Penalty 3007.136970 = -1110242.819215
  nChanged 17
		SP:Iteration 43Q (11548.630000 sec): 3 clusters
  Score: Raw -1113251.643266 + Penalty 3007.136970 = -1110244.506296
  nChanged 11
		SP:Iteration 44Q (11548.860000 sec): 3 clusters
  Score: Raw -1113252.566478 + Penalty 3007.136970 = -1110245.429508
  nChanged 9
		SP:Iteration 45Q (11549.070000 sec): 3 clusters
  Score: Raw -1113253.573306 + Penalty 3007.136970 = -1110246.436336
  nChanged 7
		SP:Iteration 46Q (11549.320000 sec): 3 clusters
  Score: Raw -1113254.222037 + Penalty 3007.136970 = -1110247.085067
  nChanged 9
		SP:Iteration 47Q (11549.580000 sec): 3 clusters
  Score: Raw -1113255.768741 + Penalty 3007.136970 = -1110248.631771
  nChanged 11
		SP:Iteration 48Q (11549.880000 sec): 3 clusters
  Score: Raw -1113257.042527 + Penalty 3007.136970 = -1110249.905557
  nChanged 8
		SP:Iteration 49Q (11550.080000 sec): 3 clusters
  Score: Raw -1113258.495420 + Penalty 3007.136970 = -1110251.358450
  nChanged 10
		SP:Iteration 50Q (11550.300000 sec): 3 clusters
  Score: Raw -1113260.123870 + Penalty 3007.136970 = -1110252.986900
  nChanged 13
		SP:Iteration 51Q (11550.530000 sec): 3 clusters
  Score: Raw -1113262.320466 + Penalty 3007.136970 = -1110255.183496
  nChanged 10
		SP:Iteration 52Q (11550.740000 sec): 3 clusters
  Score: Raw -1113263.191401 + Penalty 3007.136970 = -1110256.054431
  nChanged 5
		SP:Iteration 53Q (11550.900000 sec): 3 clusters
  Score: Raw -1113263.645746 + Penalty 3007.136970 = -1110256.508776
  nChanged 5
		SP:Iteration 54Q (11551.140000 sec): 3 clusters
  Score: Raw -1113264.317254 + Penalty 3007.136970 = -1110257.180284
  nChanged 14
		SP:Iteration 55Q (11551.340000 sec): 3 clusters
  Score: Raw -1113266.244381 + Penalty 3007.136970 = -1110259.107411
  nChanged 14
		SP:Iteration 56Q (11551.550000 sec): 3 clusters
  Score: Raw -1113267.994047 + Penalty 3007.136970 = -1110260.857077
  nChanged 15
		SP:Iteration 57Q (11551.760000 sec): 3 clusters
  Score: Raw -1113270.203135 + Penalty 3007.136970 = -1110263.066165
  nChanged 17
		SP:Iteration 58Q (11551.960000 sec): 3 clusters
  Score: Raw -1113272.452976 + Penalty 3007.136970 = -1110265.316006
  nChanged 16
		SP:Iteration 59Q (11552.200000 sec): 3 clusters
  Score: Raw -1113274.154065 + Penalty 3007.136970 = -1110267.017095
  nChanged 17
		SP:Iteration 60F (11552.440000 sec): 3 clusters
  Score: Raw -1113276.966851 + Penalty 3007.136970 = -1110269.829881
  nChanged 22
		SP:Iteration 61Q (11552.610000 sec): 3 clusters
  Score: Raw -1113280.678635 + Penalty 3007.136970 = -1110273.541665
  nChanged 21
		SP:Iteration 62Q (11552.830000 sec): 3 clusters
  Score: Raw -1113283.458657 + Penalty 3007.136970 = -1110276.321687
  nChanged 20
		SP:Iteration 63Q (11553.070000 sec): 3 clusters
  Score: Raw -1113285.822611 + Penalty 3007.136970 = -1110278.685641
  nChanged 9
		SP:Iteration 64Q (11553.300000 sec): 3 clusters
  Score: Raw -1113286.443178 + Penalty 3007.136970 = -1110279.306208
  nChanged 5
		SP:Iteration 65Q (11553.470000 sec): 3 clusters
  Score: Raw -1113287.039960 + Penalty 3007.136970 = -1110279.902990
  nChanged 5
		SP:Iteration 66Q (11553.730000 sec): 3 clusters
  Score: Raw -1113287.428589 + Penalty 3007.136970 = -1110280.291619
  nChanged 7
		SP:Iteration 67Q (11553.940000 sec): 3 clusters
  Score: Raw -1113288.135212 + Penalty 3007.136970 = -1110280.998242
  nChanged 10
		SP:Iteration 68Q (11554.210000 sec): 3 clusters
  Score: Raw -1113289.469380 + Penalty 3007.136970 = -1110282.332410
  nChanged 11
		SP:Iteration 69Q (11554.440000 sec): 3 clusters
  Score: Raw -1113290.724629 + Penalty 3007.136970 = -1110283.587659
  nChanged 7
		SP:Iteration 70Q (11554.720000 sec): 3 clusters
  Score: Raw -1113291.528846 + Penalty 3007.136970 = -1110284.391876
  nChanged 5
		SP:Iteration 71Q (11554.930000 sec): 3 clusters
  Score: Raw -1113291.971024 + Penalty 3007.136970 = -1110284.834054
  nChanged 4
		SP:Iteration 72Q (11555.160000 sec): 3 clusters
  Score: Raw -1113292.301233 + Penalty 3007.136970 = -1110285.164263
  nChanged 4
		SP:Iteration 73Q (11555.440000 sec): 3 clusters
  Score: Raw -1113292.580808 + Penalty 3007.136970 = -1110285.443838
  nChanged 3
		SP:Iteration 74Q (11555.630000 sec): 3 clusters
  Score: Raw -1113292.787395 + Penalty 3007.136970 = -1110285.650425
  nChanged 4
		SP:Iteration 75Q (11555.880000 sec): 3 clusters
  Score: Raw -1113293.133329 + Penalty 3007.136970 = -1110285.996359
  nChanged 4
		SP:Iteration 76Q (11556.140000 sec): 3 clusters
  Score: Raw -1113293.357370 + Penalty 3007.136970 = -1110286.220400
  nChanged 3
		SP:Iteration 77Q (11556.370000 sec): 3 clusters
  Score: Raw -1113293.560968 + Penalty 3007.136970 = -1110286.423998
  nChanged 1
		SP:Iteration 78Q (11556.610000 sec): 3 clusters
  Score: Raw -1113293.604590 + Penalty 3007.136970 = -1110286.467620
  nChanged 0
		SP:Iteration 79F (11556.850000 sec): 3 clusters
  Score: Raw -1113293.604590 + Penalty 3007.136970 = -1110286.467620
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11557.070000 sec): 2 clusters
  Score: Raw -1946205.453459 + Penalty 1599.443389 = -1944606.010071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11557.380000 sec): 3 clusters
  Score: Raw -1934940.161433 + Penalty 3198.886778 = -1931741.274656
  nChanged 8541
		SP:Iteration 1F (11557.670000 sec): 3 clusters
  Score: Raw -1939941.334585 + Penalty 3198.886778 = -1936742.447808
  nChanged 1139
		SP:Iteration 2F (11557.880000 sec): 3 clusters
  Score: Raw -1940463.369330 + Penalty 3198.886778 = -1937264.482552
  nChanged 1067
		SP:Iteration 3F (11558.190000 sec): 3 clusters
  Score: Raw -1940965.575776 + Penalty 3198.886778 = -1937766.688998
  nChanged 1049
		SP:Iteration 4F (11558.440000 sec): 3 clusters
  Score: Raw -1941470.692639 + Penalty 3198.886778 = -1938271.805862
  nChanged 1018
		SP:Iteration 5F (11558.750000 sec): 3 clusters
  Score: Raw -1941993.998423 + Penalty 3198.886778 = -1938795.111646
  nChanged 989
		SP:Iteration 6F (11559.070000 sec): 3 clusters
  Score: Raw -1942557.738026 + Penalty 3198.886778 = -1939358.851248
  nChanged 935
		SP:Iteration 7Q (11559.320000 sec): 3 clusters
  Score: Raw -1943163.760086 + Penalty 3198.886778 = -1939964.873309
  nChanged 862
		SP:Iteration 8Q (11559.670000 sec): 3 clusters
  Score: Raw -1943775.593714 + Penalty 3198.886778 = -1940576.706936
  nChanged 783
		SP:Iteration 9Q (11559.940000 sec): 3 clusters
  Score: Raw -1944424.121871 + Penalty 3198.886778 = -1941225.235093
  nChanged 752
		SP:Iteration 10Q (11560.260000 sec): 3 clusters
  Score: Raw -1945144.230624 + Penalty 3198.886778 = -1941945.343846
  nChanged 614
		SP:Iteration 11Q (11560.520000 sec): 3 clusters
  Score: Raw -1945774.206872 + Penalty 3198.886778 = -1942575.320095
  nChanged 481
		SP:Iteration 12Q (11560.840000 sec): 3 clusters
  Score: Raw -1946184.950760 + Penalty 3198.886778 = -1942986.063982
  nChanged 369
		SP:Iteration 13Q (11561.080000 sec): 3 clusters
  Score: Raw -1946412.281431 + Penalty 3198.886778 = -1943213.394653
  nChanged 219
		SP:Iteration 14Q (11561.330000 sec): 3 clusters
  Score: Raw -1946509.296107 + Penalty 3198.886778 = -1943310.409329
  nChanged 138
		SP:Iteration 15Q (11561.640000 sec): 3 clusters
  Score: Raw -1946550.595538 + Penalty 3198.886778 = -1943351.708760
  nChanged 89
		SP:Iteration 16Q (11561.890000 sec): 3 clusters
  Score: Raw -1946572.839645 + Penalty 3198.886778 = -1943373.952868
  nChanged 58
		SP:Iteration 17Q (11562.180000 sec): 3 clusters
  Score: Raw -1946587.300865 + Penalty 3198.886778 = -1943388.414087
  nChanged 45
		SP:Iteration 18Q (11562.460000 sec): 3 clusters
  Score: Raw -1946596.970213 + Penalty 3198.886778 = -1943398.083436
  nChanged 47
		SP:Iteration 19Q (11562.710000 sec): 3 clusters
  Score: Raw -1946608.296240 + Penalty 3198.886778 = -1943409.409463
  nChanged 44
		SP:Iteration 20F (11562.990000 sec): 3 clusters
  Score: Raw -1946619.364740 + Penalty 3198.886778 = -1943420.477963
  nChanged 48
		SP:Iteration 21Q (11563.230000 sec): 3 clusters
  Score: Raw -1946630.516406 + Penalty 3198.886778 = -1943431.629628
  nChanged 37
		SP:Iteration 22Q (11563.490000 sec): 3 clusters
  Score: Raw -1946637.250531 + Penalty 3198.886778 = -1943438.363753
  nChanged 32
		SP:Iteration 23Q (11563.840000 sec): 3 clusters
  Score: Raw -1946643.133240 + Penalty 3198.886778 = -1943444.246463
  nChanged 31
		SP:Iteration 24Q (11564.110000 sec): 3 clusters
  Score: Raw -1946649.161756 + Penalty 3198.886778 = -1943450.274978
  nChanged 30
		SP:Iteration 25Q (11564.390000 sec): 3 clusters
  Score: Raw -1946653.834814 + Penalty 3198.886778 = -1943454.948036
  nChanged 22
		SP:Iteration 26Q (11564.660000 sec): 3 clusters
  Score: Raw -1946656.464433 + Penalty 3198.886778 = -1943457.577655
  nChanged 11
		SP:Iteration 27Q (11564.900000 sec): 3 clusters
  Score: Raw -1946657.992929 + Penalty 3198.886778 = -1943459.106151
  nChanged 4
		SP:Iteration 28Q (11565.210000 sec): 3 clusters
  Score: Raw -1946658.445726 + Penalty 3198.886778 = -1943459.558949
  nChanged 4
		SP:Iteration 29Q (11565.450000 sec): 3 clusters
  Score: Raw -1946658.921226 + Penalty 3198.886778 = -1943460.034448
  nChanged 6
		SP:Iteration 30Q (11565.760000 sec): 3 clusters
  Score: Raw -1946659.916424 + Penalty 3198.886778 = -1943461.029647
  nChanged 9
		SP:Iteration 31Q (11566.060000 sec): 3 clusters
  Score: Raw -1946661.015855 + Penalty 3198.886778 = -1943462.129077
  nChanged 9
		SP:Iteration 32Q (11566.350000 sec): 3 clusters
  Score: Raw -1946662.022162 + Penalty 3198.886778 = -1943463.135384
  nChanged 8
		SP:Iteration 33Q (11566.620000 sec): 3 clusters
  Score: Raw -1946662.840574 + Penalty 3198.886778 = -1943463.953796
  nChanged 9
		SP:Iteration 34Q (11566.920000 sec): 3 clusters
  Score: Raw -1946664.241291 + Penalty 3198.886778 = -1943465.354513
  nChanged 12
		SP:Iteration 35Q (11567.110000 sec): 3 clusters
  Score: Raw -1946666.221042 + Penalty 3198.886778 = -1943467.334264
  nChanged 11
		SP:Iteration 36Q (11567.310000 sec): 3 clusters
  Score: Raw -1946667.563132 + Penalty 3198.886778 = -1943468.676354
  nChanged 7
		SP:Iteration 37Q (11567.540000 sec): 3 clusters
  Score: Raw -1946668.591942 + Penalty 3198.886778 = -1943469.705164
  nChanged 5
		SP:Iteration 38Q (11567.750000 sec): 3 clusters
  Score: Raw -1946669.400046 + Penalty 3198.886778 = -1943470.513268
  nChanged 6
		SP:Iteration 39Q (11568.000000 sec): 3 clusters
  Score: Raw -1946670.272555 + Penalty 3198.886778 = -1943471.385777
  nChanged 8
		SP:Iteration 40F (11568.240000 sec): 3 clusters
  Score: Raw -1946670.950653 + Penalty 3198.886778 = -1943472.063875
  nChanged 3
		SP:Iteration 41Q (11568.480000 sec): 3 clusters
  Score: Raw -1946671.371907 + Penalty 3198.886778 = -1943472.485129
  nChanged 3
		SP:Iteration 42Q (11568.740000 sec): 3 clusters
  Score: Raw -1946671.659975 + Penalty 3198.886778 = -1943472.773197
  nChanged 3
		SP:Iteration 43Q (11569.020000 sec): 3 clusters
  Score: Raw -1946671.966765 + Penalty 3198.886778 = -1943473.079987
  nChanged 5
		SP:Iteration 44Q (11569.270000 sec): 3 clusters
  Score: Raw -1946672.310001 + Penalty 3198.886778 = -1943473.423223
  nChanged 2
		SP:Iteration 45Q (11569.570000 sec): 3 clusters
  Score: Raw -1946672.379645 + Penalty 3198.886778 = -1943473.492867
  nChanged 2
		SP:Iteration 46Q (11569.840000 sec): 3 clusters
  Score: Raw -1946672.649439 + Penalty 3198.886778 = -1943473.762662
  nChanged 0
		SP:Iteration 47F (11570.090000 sec): 3 clusters
  Score: Raw -1946672.649439 + Penalty 3198.886778 = -1943473.762662
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11570.190000 sec): 2 clusters
  Score: Raw -143339.443544 + Penalty 1186.765133 = -142152.678410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11570.390000 sec): 3 clusters
  Score: Raw -142774.519670 + Penalty 2373.530267 = -140400.989403
  nChanged 508
		SP:Iteration 1F (11570.540000 sec): 3 clusters
  Score: Raw -143145.669738 + Penalty 2373.530267 = -140772.139472
  nChanged 121
		SP:Iteration 2F (11570.700000 sec): 3 clusters
  Score: Raw -143256.399426 + Penalty 2373.530267 = -140882.869159
  nChanged 74
		SP:Iteration 3Q (11570.910000 sec): 3 clusters
  Score: Raw -143324.041111 + Penalty 2373.530267 = -140950.510845
  nChanged 36
		SP:Iteration 4Q (11571.090000 sec): 3 clusters
  Score: Raw -143358.527213 + Penalty 2373.530267 = -140984.996947
  nChanged 21
		SP:Iteration 5Q (11571.300000 sec): 3 clusters
  Score: Raw -143378.017403 + Penalty 2373.530267 = -141004.487137
  nChanged 20
		SP:Iteration 6Q (11571.510000 sec): 3 clusters
  Score: Raw -143392.421143 + Penalty 2373.530267 = -141018.890877
  nChanged 16
		SP:Iteration 7Q (11571.710000 sec): 3 clusters
  Score: Raw -143403.702582 + Penalty 2373.530267 = -141030.172316
  nChanged 6
		SP:Iteration 8Q (11571.870000 sec): 3 clusters
  Score: Raw -143406.376124 + Penalty 2373.530267 = -141032.845857
  nChanged 7
		SP:Iteration 9Q (11571.990000 sec): 3 clusters
  Score: Raw -143409.765856 + Penalty 2373.530267 = -141036.235589
  nChanged 4
		SP:Iteration 10Q (11572.210000 sec): 3 clusters
  Score: Raw -143412.537628 + Penalty 2373.530267 = -141039.007362
  nChanged 6
		SP:Iteration 11Q (11572.320000 sec): 3 clusters
  Score: Raw -143417.178318 + Penalty 2373.530267 = -141043.648052
  nChanged 4
		SP:Iteration 12Q (11572.490000 sec): 3 clusters
  Score: Raw -143419.264990 + Penalty 2373.530267 = -141045.734724
  nChanged 8
		SP:Iteration 13Q (11572.650000 sec): 3 clusters
  Score: Raw -143424.866996 + Penalty 2373.530267 = -141051.336729
  nChanged 7
		SP:Iteration 14Q (11572.860000 sec): 3 clusters
  Score: Raw -143428.403797 + Penalty 2373.530267 = -141054.873530
  nChanged 4
		SP:Iteration 15Q (11573.060000 sec): 3 clusters
  Score: Raw -143430.891466 + Penalty 2373.530267 = -141057.361199
  nChanged 3
		SP:Iteration 16Q (11573.210000 sec): 3 clusters
  Score: Raw -143435.073407 + Penalty 2373.530267 = -141061.543140
  nChanged 3
		SP:Iteration 17Q (11573.440000 sec): 3 clusters
  Score: Raw -143435.788725 + Penalty 2373.530267 = -141062.258459
  nChanged 2
		SP:Iteration 18Q (11573.630000 sec): 3 clusters
  Score: Raw -143436.136864 + Penalty 2373.530267 = -141062.606597
  nChanged 0
		SP:Iteration 19F (11573.790000 sec): 3 clusters
  Score: Raw -143436.136864 + Penalty 2373.530267 = -141062.606597
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11573.880000 sec): 2 clusters
  Score: Raw -435116.593521 + Penalty 1355.479159 = -433761.114361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11574.130000 sec): 3 clusters
  Score: Raw -432941.031335 + Penalty 2710.958319 = -430230.073017
  nChanged 1665
		SP:Iteration 1F (11574.350000 sec): 3 clusters
  Score: Raw -433874.473043 + Penalty 2710.958319 = -431163.514724
  nChanged 311
		SP:Iteration 2F (11574.580000 sec): 3 clusters
  Score: Raw -434046.790444 + Penalty 2710.958319 = -431335.832125
  nChanged 235
		SP:Iteration 3F (11574.780000 sec): 3 clusters
  Score: Raw -434169.528425 + Penalty 2710.958319 = -431458.570106
  nChanged 196
		SP:Iteration 4Q (11575.000000 sec): 3 clusters
  Score: Raw -434280.605152 + Penalty 2710.958319 = -431569.646834
  nChanged 182
		SP:Iteration 5Q (11575.190000 sec): 3 clusters
  Score: Raw -434395.213449 + Penalty 2710.958319 = -431684.255130
  nChanged 189
		SP:Iteration 6Q (11575.360000 sec): 3 clusters
  Score: Raw -434535.214827 + Penalty 2710.958319 = -431824.256508
  nChanged 205
		SP:Iteration 7Q (11575.570000 sec): 3 clusters
  Score: Raw -434691.488022 + Penalty 2710.958319 = -431980.529703
  nChanged 197
		SP:Iteration 8Q (11575.720000 sec): 3 clusters
  Score: Raw -434822.968260 + Penalty 2710.958319 = -432112.009941
  nChanged 167
		SP:Iteration 9Q (11575.870000 sec): 3 clusters
  Score: Raw -434935.019349 + Penalty 2710.958319 = -432224.061030
  nChanged 152
		SP:Iteration 10Q (11576.080000 sec): 3 clusters
  Score: Raw -435051.638710 + Penalty 2710.958319 = -432340.680391
  nChanged 140
		SP:Iteration 11Q (11576.270000 sec): 3 clusters
  Score: Raw -435162.187764 + Penalty 2710.958319 = -432451.229446
  nChanged 96
		SP:Iteration 12Q (11576.500000 sec): 3 clusters
  Score: Raw -435241.029509 + Penalty 2710.958319 = -432530.071191
  nChanged 101
		SP:Iteration 13Q (11576.670000 sec): 3 clusters
  Score: Raw -435328.217231 + Penalty 2710.958319 = -432617.258912
  nChanged 70
		SP:Iteration 14Q (11576.870000 sec): 3 clusters
  Score: Raw -435390.768676 + Penalty 2710.958319 = -432679.810358
  nChanged 66
		SP:Iteration 15Q (11577.050000 sec): 3 clusters
  Score: Raw -435453.153197 + Penalty 2710.958319 = -432742.194878
  nChanged 55
		SP:Iteration 16Q (11577.300000 sec): 3 clusters
  Score: Raw -435498.815377 + Penalty 2710.958319 = -432787.857058
  nChanged 46
		SP:Iteration 17Q (11577.510000 sec): 3 clusters
  Score: Raw -435531.169107 + Penalty 2710.958319 = -432820.210789
  nChanged 26
		SP:Iteration 18Q (11577.730000 sec): 3 clusters
  Score: Raw -435546.695820 + Penalty 2710.958319 = -432835.737501
  nChanged 28
		SP:Iteration 19Q (11577.910000 sec): 3 clusters
  Score: Raw -435558.308572 + Penalty 2710.958319 = -432847.350253
  nChanged 19
		SP:Iteration 20F (11578.120000 sec): 3 clusters
  Score: Raw -435568.242029 + Penalty 2710.958319 = -432857.283711
  nChanged 7
		SP:Iteration 21Q (11578.310000 sec): 3 clusters
  Score: Raw -435572.083729 + Penalty 2710.958319 = -432861.125411
  nChanged 5
		SP:Iteration 22Q (11578.510000 sec): 3 clusters
  Score: Raw -435575.136259 + Penalty 2710.958319 = -432864.177941
  nChanged 10
		SP:Iteration 23Q (11578.740000 sec): 3 clusters
  Score: Raw -435578.410428 + Penalty 2710.958319 = -432867.452110
  nChanged 5
		SP:Iteration 24Q (11578.950000 sec): 3 clusters
  Score: Raw -435579.695724 + Penalty 2710.958319 = -432868.737405
  nChanged 3
		SP:Iteration 25Q (11579.140000 sec): 3 clusters
  Score: Raw -435580.258051 + Penalty 2710.958319 = -432869.299732
  nChanged 3
		SP:Iteration 26Q (11579.380000 sec): 3 clusters
  Score: Raw -435582.029556 + Penalty 2710.958319 = -432871.071237
  nChanged 5
		SP:Iteration 27Q (11579.540000 sec): 3 clusters
  Score: Raw -435583.532940 + Penalty 2710.958319 = -432872.574622
  nChanged 4
		SP:Iteration 28Q (11579.770000 sec): 3 clusters
  Score: Raw -435585.341075 + Penalty 2710.958319 = -432874.382756
  nChanged 2
		SP:Iteration 29Q (11580.000000 sec): 3 clusters
  Score: Raw -435587.002775 + Penalty 2710.958319 = -432876.044456
  nChanged 2
		SP:Iteration 30Q (11580.180000 sec): 3 clusters
  Score: Raw -435588.556810 + Penalty 2710.958319 = -432877.598492
  nChanged 5
		SP:Iteration 31Q (11580.370000 sec): 3 clusters
  Score: Raw -435592.193914 + Penalty 2710.958319 = -432881.235595
  nChanged 3
		SP:Iteration 32Q (11580.530000 sec): 3 clusters
  Score: Raw -435593.576446 + Penalty 2710.958319 = -432882.618127
  nChanged 5
		SP:Iteration 33Q (11580.720000 sec): 3 clusters
  Score: Raw -435595.297578 + Penalty 2710.958319 = -432884.339260
  nChanged 6
		SP:Iteration 34Q (11580.900000 sec): 3 clusters
  Score: Raw -435597.679207 + Penalty 2710.958319 = -432886.720888
  nChanged 6
		SP:Iteration 35Q (11581.040000 sec): 3 clusters
  Score: Raw -435601.054767 + Penalty 2710.958319 = -432890.096449
  nChanged 1
		SP:Iteration 36Q (11581.240000 sec): 3 clusters
  Score: Raw -435601.289467 + Penalty 2710.958319 = -432890.331148
  nChanged 0
		SP:Iteration 37F (11581.460000 sec): 3 clusters
  Score: Raw -435601.289467 + Penalty 2710.958319 = -432890.331148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11581.560000 sec): 2 clusters
  Score: Raw -53586.477917 + Penalty 1016.247182 = -52570.230735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11581.750000 sec): 3 clusters
  Score: Raw -53563.223557 + Penalty 2032.494364 = -51530.729194
  nChanged 131
		SP:Iteration 1F (11581.990000 sec): 3 clusters
  Score: Raw -53734.751753 + Penalty 2032.494364 = -51702.257389
  nChanged 39
		SP:Iteration 2F (11582.190000 sec): 3 clusters
  Score: Raw -53799.852546 + Penalty 2032.494364 = -51767.358182
  nChanged 18
		SP:Iteration 3Q (11582.370000 sec): 3 clusters
  Score: Raw -53827.493734 + Penalty 2032.494364 = -51794.999370
  nChanged 20
		SP:Iteration 4Q (11582.540000 sec): 3 clusters
  Score: Raw -53860.224008 + Penalty 2032.494364 = -51827.729644
  nChanged 11
		SP:Iteration 5Q (11582.770000 sec): 3 clusters
  Score: Raw -53887.765515 + Penalty 2032.494364 = -51855.271151
  nChanged 20
		SP:Iteration 6Q (11582.920000 sec): 3 clusters
  Score: Raw -53944.419214 + Penalty 2032.494364 = -51911.924850
  nChanged 27
		SP:Iteration 7F (11583.130000 sec): 3 clusters
  Score: Raw -54059.198710 + Penalty 2032.494364 = -52026.704346
  nChanged 26
		SP:Iteration 8Q (11583.350000 sec): 3 clusters
  Score: Raw -54181.868744 + Penalty 2032.494364 = -52149.374380
  nChanged 16
		SP:Iteration 9Q (11583.540000 sec): 3 clusters
  Score: Raw -54319.055070 + Penalty 2032.494364 = -52286.560706
  nChanged 15
		SP:Iteration 10Q (11583.720000 sec): 3 clusters
  Score: Raw -54400.079702 + Penalty 2032.494364 = -52367.585338
  nChanged 3
		SP:Iteration 11Q (11583.870000 sec): 3 clusters
  Score: Raw -54428.826402 + Penalty 2032.494364 = -52396.332038
  nChanged 6
		SP:Iteration 12Q (11584.070000 sec): 3 clusters
  Score: Raw -54456.192884 + Penalty 2032.494364 = -52423.698521
  nChanged 7
		SP:Iteration 13Q (11584.280000 sec): 3 clusters
  Score: Raw -54485.587390 + Penalty 2032.494364 = -52453.093026
  nChanged 4
		SP:Iteration 14Q (11584.460000 sec): 3 clusters
  Score: Raw -54495.750713 + Penalty 2032.494364 = -52463.256349
  nChanged 3
		SP:Iteration 15Q (11584.640000 sec): 3 clusters
  Score: Raw -54502.475122 + Penalty 2032.494364 = -52469.980759
  nChanged 1
		SP:Iteration 16Q (11584.850000 sec): 3 clusters
  Score: Raw -54507.237271 + Penalty 2032.494364 = -52474.742907
  nChanged 1
		SP:Iteration 17Q (11585.080000 sec): 3 clusters
  Score: Raw -54509.275706 + Penalty 2032.494364 = -52476.781342
  nChanged 0
		SP:Iteration 18F (11585.260000 sec): 3 clusters
  Score: Raw -54509.275706 + Penalty 2032.494364 = -52476.781342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (408426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11586.910000 sec): 2 clusters
  Score: Raw -42757473.056144 + Penalty 2099.510729 = -42755373.545415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11588.800000 sec): 3 clusters
  Score: Raw -42483186.009253 + Penalty 4199.021459 = -42478986.987794
  nChanged 199875
		SP:Iteration 1F (11590.640000 sec): 3 clusters
  Score: Raw -42603471.034197 + Penalty 4199.021459 = -42599272.012738
  nChanged 10014
		SP:Iteration 2Q (11592.520000 sec): 3 clusters
  Score: Raw -42605457.897996 + Penalty 4199.021459 = -42601258.876537
  nChanged 11723
		SP:Iteration 3Q (11594.520000 sec): 3 clusters
  Score: Raw -42608379.390302 + Penalty 4199.021459 = -42604180.368843
  nChanged 14785
		SP:Iteration 4Q (11596.580000 sec): 3 clusters
  Score: Raw -42613491.834474 + Penalty 4199.021459 = -42609292.813015
  nChanged 20050
		SP:Iteration 5Q (11598.830000 sec): 3 clusters
  Score: Raw -42622901.013434 + Penalty 4199.021459 = -42618701.991975
  nChanged 26429
		SP:Iteration 6F (11600.830000 sec): 3 clusters
  Score: Raw -42639162.042983 + Penalty 4199.021459 = -42634963.021524
  nChanged 32010
		SP:Iteration 7F (11602.740000 sec): 3 clusters
  Score: Raw -42663512.467432 + Penalty 4199.021459 = -42659313.445973
  nChanged 33697
		SP:Iteration 8F (11604.600000 sec): 3 clusters
  Score: Raw -42692940.678858 + Penalty 4199.021459 = -42688741.657399
  nChanged 29404
		SP:Iteration 9F (11606.550000 sec): 3 clusters
  Score: Raw -42720560.837414 + Penalty 4199.021459 = -42716361.815955
  nChanged 21050
		SP:Iteration 10F (11608.340000 sec): 3 clusters
  Score: Raw -42740859.404975 + Penalty 4199.021459 = -42736660.383517
  nChanged 11587
		SP:Iteration 11Q (11610.270000 sec): 3 clusters
  Score: Raw -42751733.793799 + Penalty 4199.021459 = -42747534.772340
  nChanged 4683
		SP:Iteration 12Q (11612.120000 sec): 3 clusters
  Score: Raw -42755881.186033 + Penalty 4199.021459 = -42751682.164575
  nChanged 1438
		SP:Iteration 13Q (11613.880000 sec): 3 clusters
  Score: Raw -42757094.799711 + Penalty 4199.021459 = -42752895.778253
  nChanged 407
		SP:Iteration 14Q (11615.760000 sec): 3 clusters
  Score: Raw -42757463.260676 + Penalty 4199.021459 = -42753264.239218
  nChanged 140
		SP:Iteration 15Q (11617.440000 sec): 3 clusters
  Score: Raw -42757587.565871 + Penalty 4199.021459 = -42753388.544413
  nChanged 57
		SP:Iteration 16Q (11619.000000 sec): 3 clusters
  Score: Raw -42757646.307146 + Penalty 4199.021459 = -42753447.285687
  nChanged 45
		SP:Iteration 17Q (11620.610000 sec): 3 clusters
  Score: Raw -42757688.002335 + Penalty 4199.021459 = -42753488.980877
  nChanged 18
		SP:Iteration 18Q (11622.280000 sec): 3 clusters
  Score: Raw -42757705.235560 + Penalty 4199.021459 = -42753506.214102
  nChanged 9
		SP:Iteration 19Q (11624.000000 sec): 3 clusters
  Score: Raw -42757711.568568 + Penalty 4199.021459 = -42753512.547110
  nChanged 4
		SP:Iteration 20F (11626.130000 sec): 3 clusters
  Score: Raw -42757714.570673 + Penalty 4199.021459 = -42753515.549214
  nChanged 6
		SP:Iteration 21Q (11627.760000 sec): 3 clusters
  Score: Raw -42757718.527192 + Penalty 4199.021459 = -42753519.505734
  nChanged 4
		SP:Iteration 22Q (11629.640000 sec): 3 clusters
  Score: Raw -42757721.410688 + Penalty 4199.021459 = -42753522.389229
  nChanged 6
		SP:Iteration 23Q (11631.310000 sec): 3 clusters
  Score: Raw -42757725.901787 + Penalty 4199.021459 = -42753526.880328
  nChanged 2
		SP:Iteration 24Q (11632.880000 sec): 3 clusters
  Score: Raw -42757727.785118 + Penalty 4199.021459 = -42753528.763659
  nChanged 2
		SP:Iteration 25Q (11634.510000 sec): 3 clusters
  Score: Raw -42757729.459896 + Penalty 4199.021459 = -42753530.438438
  nChanged 1
		SP:Iteration 26Q (11636.030000 sec): 3 clusters
  Score: Raw -42757730.446072 + Penalty 4199.021459 = -42753531.424613
  nChanged 1
		SP:Iteration 27Q (11637.630000 sec): 3 clusters
  Score: Raw -42757731.311962 + Penalty 4199.021459 = -42753532.290503
  nChanged 1
		SP:Iteration 28Q (11639.190000 sec): 3 clusters
  Score: Raw -42757731.665027 + Penalty 4199.021459 = -42753532.643569
  nChanged 1
		SP:Iteration 29Q (11640.820000 sec): 3 clusters
  Score: Raw -42757732.537701 + Penalty 4199.021459 = -42753533.516242
  nChanged 1
		SP:Iteration 30Q (11642.620000 sec): 3 clusters
  Score: Raw -42757733.058007 + Penalty 4199.021459 = -42753534.036548
  nChanged 0
		SP:Iteration 31F (11644.540000 sec): 3 clusters
  Score: Raw -42757733.058007 + Penalty 4199.021459 = -42753534.036548
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (12199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11644.870000 sec): 2 clusters
  Score: Raw -1244219.264579 + Penalty 1528.980255 = -1242690.284325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11645.130000 sec): 3 clusters
  Score: Raw -1237046.795045 + Penalty 3057.960510 = -1233988.834536
  nChanged 5310
		SP:Iteration 1F (11645.350000 sec): 3 clusters
  Score: Raw -1239972.050080 + Penalty 3057.960510 = -1236914.089571
  nChanged 742
		SP:Iteration 2F (11645.620000 sec): 3 clusters
  Score: Raw -1240352.277395 + Penalty 3057.960510 = -1237294.316885
  nChanged 709
		SP:Iteration 3F (11645.920000 sec): 3 clusters
  Score: Raw -1240739.542055 + Penalty 3057.960510 = -1237681.581545
  nChanged 696
		SP:Iteration 4F (11646.160000 sec): 3 clusters
  Score: Raw -1241155.288299 + Penalty 3057.960510 = -1238097.327790
  nChanged 695
		SP:Iteration 5F (11646.400000 sec): 3 clusters
  Score: Raw -1241610.906536 + Penalty 3057.960510 = -1238552.946027
  nChanged 660
		SP:Iteration 6F (11646.640000 sec): 3 clusters
  Score: Raw -1242047.604441 + Penalty 3057.960510 = -1238989.643931
  nChanged 623
		SP:Iteration 7F (11646.870000 sec): 3 clusters
  Score: Raw -1242467.997907 + Penalty 3057.960510 = -1239410.037398
  nChanged 591
		SP:Iteration 8Q (11647.130000 sec): 3 clusters
  Score: Raw -1242866.683526 + Penalty 3057.960510 = -1239808.723016
  nChanged 549
		SP:Iteration 9Q (11647.390000 sec): 3 clusters
  Score: Raw -1243202.047746 + Penalty 3057.960510 = -1240144.087237
  nChanged 434
		SP:Iteration 10Q (11647.660000 sec): 3 clusters
  Score: Raw -1243433.593353 + Penalty 3057.960510 = -1240375.632844
  nChanged 340
		SP:Iteration 11Q (11647.950000 sec): 3 clusters
  Score: Raw -1243612.416524 + Penalty 3057.960510 = -1240554.456014
  nChanged 245
		SP:Iteration 12Q (11648.190000 sec): 3 clusters
  Score: Raw -1243730.398052 + Penalty 3057.960510 = -1240672.437542
  nChanged 216
		SP:Iteration 13Q (11648.400000 sec): 3 clusters
  Score: Raw -1243840.795296 + Penalty 3057.960510 = -1240782.834787
  nChanged 195
		SP:Iteration 14Q (11648.640000 sec): 3 clusters
  Score: Raw -1243936.707705 + Penalty 3057.960510 = -1240878.747195
  nChanged 162
		SP:Iteration 15Q (11648.930000 sec): 3 clusters
  Score: Raw -1244013.780032 + Penalty 3057.960510 = -1240955.819523
  nChanged 152
		SP:Iteration 16Q (11649.170000 sec): 3 clusters
  Score: Raw -1244096.768768 + Penalty 3057.960510 = -1241038.808258
  nChanged 138
		SP:Iteration 17Q (11649.420000 sec): 3 clusters
  Score: Raw -1244166.089514 + Penalty 3057.960510 = -1241108.129004
  nChanged 131
		SP:Iteration 18Q (11649.710000 sec): 3 clusters
  Score: Raw -1244238.595946 + Penalty 3057.960510 = -1241180.635436
  nChanged 110
		SP:Iteration 19Q (11649.920000 sec): 3 clusters
  Score: Raw -1244288.596612 + Penalty 3057.960510 = -1241230.636103
  nChanged 104
		SP:Iteration 20F (11650.180000 sec): 3 clusters
  Score: Raw -1244351.385497 + Penalty 3057.960510 = -1241293.424987
  nChanged 100
		SP:Iteration 21Q (11650.400000 sec): 3 clusters
  Score: Raw -1244415.194770 + Penalty 3057.960510 = -1241357.234261
  nChanged 90
		SP:Iteration 22Q (11650.630000 sec): 3 clusters
  Score: Raw -1244466.193152 + Penalty 3057.960510 = -1241408.232643
  nChanged 66
		SP:Iteration 23Q (11650.840000 sec): 3 clusters
  Score: Raw -1244502.746790 + Penalty 3057.960510 = -1241444.786280
  nChanged 64
		SP:Iteration 24Q (11651.070000 sec): 3 clusters
  Score: Raw -1244532.068553 + Penalty 3057.960510 = -1241474.108043
  nChanged 47
		SP:Iteration 25Q (11651.280000 sec): 3 clusters
  Score: Raw -1244550.173094 + Penalty 3057.960510 = -1241492.212585
  nChanged 35
		SP:Iteration 26Q (11651.540000 sec): 3 clusters
  Score: Raw -1244568.135666 + Penalty 3057.960510 = -1241510.175157
  nChanged 27
		SP:Iteration 27Q (11651.780000 sec): 3 clusters
  Score: Raw -1244580.365670 + Penalty 3057.960510 = -1241522.405161
  nChanged 23
		SP:Iteration 28Q (11652.000000 sec): 3 clusters
  Score: Raw -1244588.868624 + Penalty 3057.960510 = -1241530.908115
  nChanged 20
		SP:Iteration 29Q (11652.230000 sec): 3 clusters
  Score: Raw -1244595.901649 + Penalty 3057.960510 = -1241537.941139
  nChanged 23
		SP:Iteration 30Q (11652.410000 sec): 3 clusters
  Score: Raw -1244604.995902 + Penalty 3057.960510 = -1241547.035393
  nChanged 27
		SP:Iteration 31Q (11652.650000 sec): 3 clusters
  Score: Raw -1244612.785061 + Penalty 3057.960510 = -1241554.824551
  nChanged 18
		SP:Iteration 32Q (11652.890000 sec): 3 clusters
  Score: Raw -1244619.114449 + Penalty 3057.960510 = -1241561.153939
  nChanged 22
		SP:Iteration 33Q (11653.110000 sec): 3 clusters
  Score: Raw -1244626.564847 + Penalty 3057.960510 = -1241568.604337
  nChanged 14
		SP:Iteration 34Q (11653.370000 sec): 3 clusters
  Score: Raw -1244631.271967 + Penalty 3057.960510 = -1241573.311458
  nChanged 16
		SP:Iteration 35Q (11653.600000 sec): 3 clusters
  Score: Raw -1244636.828374 + Penalty 3057.960510 = -1241578.867865
  nChanged 14
		SP:Iteration 36Q (11653.840000 sec): 3 clusters
  Score: Raw -1244641.943436 + Penalty 3057.960510 = -1241583.982926
  nChanged 11
		SP:Iteration 37Q (11654.110000 sec): 3 clusters
  Score: Raw -1244646.817135 + Penalty 3057.960510 = -1241588.856625
  nChanged 13
		SP:Iteration 38Q (11654.360000 sec): 3 clusters
  Score: Raw -1244651.095321 + Penalty 3057.960510 = -1241593.134811
  nChanged 13
		SP:Iteration 39Q (11654.550000 sec): 3 clusters
  Score: Raw -1244656.058044 + Penalty 3057.960510 = -1241598.097535
  nChanged 11
		SP:Iteration 40F (11654.770000 sec): 3 clusters
  Score: Raw -1244659.955441 + Penalty 3057.960510 = -1241601.994932
  nChanged 7
		SP:Iteration 41Q (11655.010000 sec): 3 clusters
  Score: Raw -1244662.312019 + Penalty 3057.960510 = -1241604.351509
  nChanged 9
		SP:Iteration 42Q (11655.270000 sec): 3 clusters
  Score: Raw -1244664.421641 + Penalty 3057.960510 = -1241606.461132
  nChanged 8
		SP:Iteration 43Q (11655.480000 sec): 3 clusters
  Score: Raw -1244667.917099 + Penalty 3057.960510 = -1241609.956590
  nChanged 5
		SP:Iteration 44Q (11655.690000 sec): 3 clusters
  Score: Raw -1244669.449334 + Penalty 3057.960510 = -1241611.488825
  nChanged 5
		SP:Iteration 45Q (11655.920000 sec): 3 clusters
  Score: Raw -1244670.398269 + Penalty 3057.960510 = -1241612.437760
  nChanged 4
		SP:Iteration 46Q (11656.210000 sec): 3 clusters
  Score: Raw -1244671.557455 + Penalty 3057.960510 = -1241613.596946
  nChanged 5
		SP:Iteration 47Q (11656.410000 sec): 3 clusters
  Score: Raw -1244673.194335 + Penalty 3057.960510 = -1241615.233826
  nChanged 4
		SP:Iteration 48Q (11656.660000 sec): 3 clusters
  Score: Raw -1244674.270434 + Penalty 3057.960510 = -1241616.309925
  nChanged 4
		SP:Iteration 49Q (11656.930000 sec): 3 clusters
  Score: Raw -1244675.544233 + Penalty 3057.960510 = -1241617.583723
  nChanged 3
		SP:Iteration 50Q (11657.170000 sec): 3 clusters
  Score: Raw -1244676.462167 + Penalty 3057.960510 = -1241618.501657
  nChanged 3
		SP:Iteration 51Q (11657.390000 sec): 3 clusters
  Score: Raw -1244677.108923 + Penalty 3057.960510 = -1241619.148413
  nChanged 4
		SP:Iteration 52Q (11657.670000 sec): 3 clusters
  Score: Raw -1244678.597338 + Penalty 3057.960510 = -1241620.636829
  nChanged 2
		SP:Iteration 53Q (11657.970000 sec): 3 clusters
  Score: Raw -1244680.029921 + Penalty 3057.960510 = -1241622.069411
  nChanged 1
		SP:Iteration 54Q (11658.230000 sec): 3 clusters
  Score: Raw -1244680.370232 + Penalty 3057.960510 = -1241622.409722
  nChanged 1
		SP:Iteration 55Q (11658.470000 sec): 3 clusters
  Score: Raw -1244680.642178 + Penalty 3057.960510 = -1241622.681668
  nChanged 0
		SP:Iteration 56F (11658.760000 sec): 3 clusters
  Score: Raw -1244680.642178 + Penalty 3057.960510 = -1241622.681668
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11658.900000 sec): 2 clusters
  Score: Raw -125320.967491 + Penalty 1162.878704 = -124158.088787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11659.070000 sec): 3 clusters
  Score: Raw -124859.850056 + Penalty 2325.757407 = -122534.092649
  nChanged 431
		SP:Iteration 1F (11659.290000 sec): 3 clusters
  Score: Raw -125199.116844 + Penalty 2325.757407 = -122873.359437
  nChanged 127
		SP:Iteration 2F (11659.470000 sec): 3 clusters
  Score: Raw -125355.463034 + Penalty 2325.757407 = -123029.705626
  nChanged 86
		SP:Iteration 3F (11659.660000 sec): 3 clusters
  Score: Raw -125459.902589 + Penalty 2325.757407 = -123134.145181
  nChanged 70
		SP:Iteration 4F (11659.910000 sec): 3 clusters
  Score: Raw -125545.962403 + Penalty 2325.757407 = -123220.204995
  nChanged 54
		SP:Iteration 5Q (11660.100000 sec): 3 clusters
  Score: Raw -125618.364722 + Penalty 2325.757407 = -123292.607315
  nChanged 48
		SP:Iteration 6Q (11660.310000 sec): 3 clusters
  Score: Raw -125678.405225 + Penalty 2325.757407 = -123352.647818
  nChanged 44
		SP:Iteration 7Q (11660.440000 sec): 3 clusters
  Score: Raw -125732.537747 + Penalty 2325.757407 = -123406.780339
  nChanged 29
		SP:Iteration 8Q (11660.620000 sec): 3 clusters
  Score: Raw -125770.039355 + Penalty 2325.757407 = -123444.281948
  nChanged 35
		SP:Iteration 9Q (11660.870000 sec): 3 clusters
  Score: Raw -125812.543786 + Penalty 2325.757407 = -123486.786379
  nChanged 19
		SP:Iteration 10Q (11661.090000 sec): 3 clusters
  Score: Raw -125843.047139 + Penalty 2325.757407 = -123517.289731
  nChanged 19
		SP:Iteration 11Q (11661.250000 sec): 3 clusters
  Score: Raw -125880.093339 + Penalty 2325.757407 = -123554.335932
  nChanged 31
		SP:Iteration 12Q (11661.450000 sec): 3 clusters
  Score: Raw -125932.142200 + Penalty 2325.757407 = -123606.384792
  nChanged 27
		SP:Iteration 13Q (11661.600000 sec): 3 clusters
  Score: Raw -125959.162723 + Penalty 2325.757407 = -123633.405316
  nChanged 12
		SP:Iteration 14Q (11661.800000 sec): 3 clusters
  Score: Raw -125970.146565 + Penalty 2325.757407 = -123644.389158
  nChanged 7
		SP:Iteration 15Q (11661.980000 sec): 3 clusters
  Score: Raw -125973.650025 + Penalty 2325.757407 = -123647.892617
  nChanged 2
		SP:Iteration 16Q (11662.120000 sec): 3 clusters
  Score: Raw -125974.590952 + Penalty 2325.757407 = -123648.833545
  nChanged 0
		SP:Iteration 17F (11662.280000 sec): 3 clusters
  Score: Raw -125974.590952 + Penalty 2325.757407 = -123648.833545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (20056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11662.510000 sec): 2 clusters
  Score: Raw -2257563.688100 + Penalty 1609.771091 = -2255953.917008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11662.720000 sec): 3 clusters
  Score: Raw -2245331.164977 + Penalty 3219.542183 = -2242111.622794
  nChanged 9096
		SP:Iteration 1F (11663.000000 sec): 3 clusters
  Score: Raw -2250383.605288 + Penalty 3219.542183 = -2247164.063105
  nChanged 897
		SP:Iteration 2Q (11663.320000 sec): 3 clusters
  Score: Raw -2250657.559319 + Penalty 3219.542183 = -2247438.017136
  nChanged 823
		SP:Iteration 3Q (11663.550000 sec): 3 clusters
  Score: Raw -2250919.585579 + Penalty 3219.542183 = -2247700.043397
  nChanged 747
		SP:Iteration 4Q (11663.860000 sec): 3 clusters
  Score: Raw -2251147.461836 + Penalty 3219.542183 = -2247927.919653
  nChanged 686
		SP:Iteration 5Q (11664.070000 sec): 3 clusters
  Score: Raw -2251376.754749 + Penalty 3219.542183 = -2248157.212566
  nChanged 733
		SP:Iteration 6Q (11664.380000 sec): 3 clusters
  Score: Raw -2251645.168159 + Penalty 3219.542183 = -2248425.625976
  nChanged 801
		SP:Iteration 7Q (11664.700000 sec): 3 clusters
  Score: Raw -2252008.259557 + Penalty 3219.542183 = -2248788.717374
  nChanged 973
		SP:Iteration 8Q (11665.000000 sec): 3 clusters
  Score: Raw -2252568.271730 + Penalty 3219.542183 = -2249348.729547
  nChanged 1216
		SP:Iteration 9F (11665.260000 sec): 3 clusters
  Score: Raw -2253443.900502 + Penalty 3219.542183 = -2250224.358319
  nChanged 1382
		SP:Iteration 10F (11665.570000 sec): 3 clusters
  Score: Raw -2254586.149207 + Penalty 3219.542183 = -2251366.607024
  nChanged 1337
		SP:Iteration 11F (11665.880000 sec): 3 clusters
  Score: Raw -2255841.496129 + Penalty 3219.542183 = -2252621.953946
  nChanged 971
		SP:Iteration 12Q (11666.170000 sec): 3 clusters
  Score: Raw -2256782.813992 + Penalty 3219.542183 = -2253563.271809
  nChanged 516
		SP:Iteration 13Q (11666.440000 sec): 3 clusters
  Score: Raw -2257283.302083 + Penalty 3219.542183 = -2254063.759900
  nChanged 226
		SP:Iteration 14Q (11666.740000 sec): 3 clusters
  Score: Raw -2257510.149707 + Penalty 3219.542183 = -2254290.607524
  nChanged 88
		SP:Iteration 15Q (11666.990000 sec): 3 clusters
  Score: Raw -2257608.851322 + Penalty 3219.542183 = -2254389.309139
  nChanged 43
		SP:Iteration 16Q (11667.240000 sec): 3 clusters
  Score: Raw -2257672.989965 + Penalty 3219.542183 = -2254453.447783
  nChanged 24
		SP:Iteration 17Q (11667.510000 sec): 3 clusters
  Score: Raw -2257707.814477 + Penalty 3219.542183 = -2254488.272294
  nChanged 16
		SP:Iteration 18Q (11667.770000 sec): 3 clusters
  Score: Raw -2257733.979777 + Penalty 3219.542183 = -2254514.437594
  nChanged 9
		SP:Iteration 19Q (11668.020000 sec): 3 clusters
  Score: Raw -2257747.771445 + Penalty 3219.542183 = -2254528.229262
  nChanged 6
		SP:Iteration 20F (11668.320000 sec): 3 clusters
  Score: Raw -2257758.212760 + Penalty 3219.542183 = -2254538.670577
  nChanged 4
		SP:Iteration 21Q (11668.580000 sec): 3 clusters
  Score: Raw -2257763.947347 + Penalty 3219.542183 = -2254544.405164
  nChanged 5
		SP:Iteration 22Q (11668.830000 sec): 3 clusters
  Score: Raw -2257773.268193 + Penalty 3219.542183 = -2254553.726010
  nChanged 7
		SP:Iteration 23Q (11669.080000 sec): 3 clusters
  Score: Raw -2257780.364699 + Penalty 3219.542183 = -2254560.822516
  nChanged 1
		SP:Iteration 24Q (11669.380000 sec): 3 clusters
  Score: Raw -2257781.178102 + Penalty 3219.542183 = -2254561.635919
  nChanged 0
		SP:Iteration 25F (11669.620000 sec): 3 clusters
  Score: Raw -2257781.178102 + Penalty 3219.542183 = -2254561.635919
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (32750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11669.870000 sec): 2 clusters
  Score: Raw -3326935.004001 + Penalty 1689.456964 = -3325245.547037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11670.180000 sec): 3 clusters
  Score: Raw -3306605.210083 + Penalty 3378.913928 = -3303226.296154
  nChanged 15113
		SP:Iteration 1F (11670.500000 sec): 3 clusters
  Score: Raw -3315459.829362 + Penalty 3378.913928 = -3312080.915434
  nChanged 1816
		SP:Iteration 2F (11670.820000 sec): 3 clusters
  Score: Raw -3316264.387409 + Penalty 3378.913928 = -3312885.473480
  nChanged 1863
		SP:Iteration 3F (11671.210000 sec): 3 clusters
  Score: Raw -3317262.444432 + Penalty 3378.913928 = -3313883.530504
  nChanged 1917
		SP:Iteration 4F (11671.570000 sec): 3 clusters
  Score: Raw -3318475.332018 + Penalty 3378.913928 = -3315096.418090
  nChanged 2117
		SP:Iteration 5F (11671.930000 sec): 3 clusters
  Score: Raw -3320056.643756 + Penalty 3378.913928 = -3316677.729828
  nChanged 2155
		SP:Iteration 6F (11672.270000 sec): 3 clusters
  Score: Raw -3321799.507941 + Penalty 3378.913928 = -3318420.594013
  nChanged 1917
		SP:Iteration 7F (11672.620000 sec): 3 clusters
  Score: Raw -3323261.263074 + Penalty 3378.913928 = -3319882.349145
  nChanged 1459
		SP:Iteration 8Q (11672.950000 sec): 3 clusters
  Score: Raw -3324051.606765 + Penalty 3378.913928 = -3320672.692837
  nChanged 950
		SP:Iteration 9Q (11673.330000 sec): 3 clusters
  Score: Raw -3324412.689538 + Penalty 3378.913928 = -3321033.775609
  nChanged 659
		SP:Iteration 10Q (11673.660000 sec): 3 clusters
  Score: Raw -3324628.648577 + Penalty 3378.913928 = -3321249.734649
  nChanged 511
		SP:Iteration 11Q (11674.010000 sec): 3 clusters
  Score: Raw -3324804.280022 + Penalty 3378.913928 = -3321425.366094
  nChanged 459
		SP:Iteration 12Q (11674.360000 sec): 3 clusters
  Score: Raw -3324951.763591 + Penalty 3378.913928 = -3321572.849663
  nChanged 422
		SP:Iteration 13Q (11674.690000 sec): 3 clusters
  Score: Raw -3325076.710711 + Penalty 3378.913928 = -3321697.796783
  nChanged 398
		SP:Iteration 14Q (11674.990000 sec): 3 clusters
  Score: Raw -3325195.177453 + Penalty 3378.913928 = -3321816.263525
  nChanged 357
		SP:Iteration 15Q (11675.330000 sec): 3 clusters
  Score: Raw -3325295.582377 + Penalty 3378.913928 = -3321916.668449
  nChanged 354
		SP:Iteration 16Q (11675.670000 sec): 3 clusters
  Score: Raw -3325394.379837 + Penalty 3378.913928 = -3322015.465908
  nChanged 358
		SP:Iteration 17Q (11675.960000 sec): 3 clusters
  Score: Raw -3325508.997288 + Penalty 3378.913928 = -3322130.083360
  nChanged 374
		SP:Iteration 18Q (11676.300000 sec): 3 clusters
  Score: Raw -3325647.204445 + Penalty 3378.913928 = -3322268.290516
  nChanged 388
		SP:Iteration 19Q (11676.620000 sec): 3 clusters
  Score: Raw -3325809.242698 + Penalty 3378.913928 = -3322430.328770
  nChanged 387
		SP:Iteration 20F (11676.950000 sec): 3 clusters
  Score: Raw -3325971.776825 + Penalty 3378.913928 = -3322592.862897
  nChanged 380
		SP:Iteration 21Q (11677.280000 sec): 3 clusters
  Score: Raw -3326117.309790 + Penalty 3378.913928 = -3322738.395862
  nChanged 315
		SP:Iteration 22Q (11677.640000 sec): 3 clusters
  Score: Raw -3326212.800992 + Penalty 3378.913928 = -3322833.887063
  nChanged 277
		SP:Iteration 23Q (11677.950000 sec): 3 clusters
  Score: Raw -3326285.894667 + Penalty 3378.913928 = -3322906.980739
  nChanged 238
		SP:Iteration 24Q (11678.320000 sec): 3 clusters
  Score: Raw -3326339.733537 + Penalty 3378.913928 = -3322960.819609
  nChanged 233
		SP:Iteration 25Q (11678.700000 sec): 3 clusters
  Score: Raw -3326392.602455 + Penalty 3378.913928 = -3323013.688527
  nChanged 229
		SP:Iteration 26Q (11679.010000 sec): 3 clusters
  Score: Raw -3326447.612422 + Penalty 3378.913928 = -3323068.698494
  nChanged 199
		SP:Iteration 27Q (11679.360000 sec): 3 clusters
  Score: Raw -3326497.967898 + Penalty 3378.913928 = -3323119.053970
  nChanged 202
		SP:Iteration 28Q (11679.670000 sec): 3 clusters
  Score: Raw -3326548.354245 + Penalty 3378.913928 = -3323169.440317
  nChanged 219
		SP:Iteration 29Q (11680.050000 sec): 3 clusters
  Score: Raw -3326606.331854 + Penalty 3378.913928 = -3323227.417926
  nChanged 209
		SP:Iteration 30Q (11680.390000 sec): 3 clusters
  Score: Raw -3326655.273998 + Penalty 3378.913928 = -3323276.360069
  nChanged 181
		SP:Iteration 31Q (11680.770000 sec): 3 clusters
  Score: Raw -3326694.028839 + Penalty 3378.913928 = -3323315.114911
  nChanged 165
		SP:Iteration 32Q (11681.080000 sec): 3 clusters
  Score: Raw -3326732.180436 + Penalty 3378.913928 = -3323353.266508
  nChanged 173
		SP:Iteration 33Q (11681.440000 sec): 3 clusters
  Score: Raw -3326774.532141 + Penalty 3378.913928 = -3323395.618212
  nChanged 177
		SP:Iteration 34Q (11681.780000 sec): 3 clusters
  Score: Raw -3326820.578366 + Penalty 3378.913928 = -3323441.664438
  nChanged 177
		SP:Iteration 35Q (11682.130000 sec): 3 clusters
  Score: Raw -3326861.064298 + Penalty 3378.913928 = -3323482.150369
  nChanged 162
		SP:Iteration 36Q (11682.450000 sec): 3 clusters
  Score: Raw -3326898.025897 + Penalty 3378.913928 = -3323519.111969
  nChanged 168
		SP:Iteration 37Q (11682.820000 sec): 3 clusters
  Score: Raw -3326936.073117 + Penalty 3378.913928 = -3323557.159188
  nChanged 161
		SP:Iteration 38Q (11683.170000 sec): 3 clusters
  Score: Raw -3326974.929108 + Penalty 3378.913928 = -3323596.015179
  nChanged 166
		SP:Iteration 39Q (11683.550000 sec): 3 clusters
  Score: Raw -3327020.552291 + Penalty 3378.913928 = -3323641.638363
  nChanged 157
		SP:Iteration 40F (11683.890000 sec): 3 clusters
  Score: Raw -3327063.547271 + Penalty 3378.913928 = -3323684.633342
  nChanged 164
		SP:Iteration 41Q (11684.280000 sec): 3 clusters
  Score: Raw -3327106.447013 + Penalty 3378.913928 = -3323727.533085
  nChanged 146
		SP:Iteration 42Q (11684.600000 sec): 3 clusters
  Score: Raw -3327144.611331 + Penalty 3378.913928 = -3323765.697402
  nChanged 135
		SP:Iteration 43Q (11684.990000 sec): 3 clusters
  Score: Raw -3327180.200171 + Penalty 3378.913928 = -3323801.286242
  nChanged 116
		SP:Iteration 44Q (11685.370000 sec): 3 clusters
  Score: Raw -3327207.021152 + Penalty 3378.913928 = -3323828.107224
  nChanged 109
		SP:Iteration 45Q (11685.710000 sec): 3 clusters
  Score: Raw -3327232.458127 + Penalty 3378.913928 = -3323853.544199
  nChanged 110
		SP:Iteration 46Q (11686.030000 sec): 3 clusters
  Score: Raw -3327260.014197 + Penalty 3378.913928 = -3323881.100268
  nChanged 110
		SP:Iteration 47Q (11686.370000 sec): 3 clusters
  Score: Raw -3327283.411158 + Penalty 3378.913928 = -3323904.497230
  nChanged 97
		SP:Iteration 48Q (11686.700000 sec): 3 clusters
  Score: Raw -3327304.899638 + Penalty 3378.913928 = -3323925.985710
  nChanged 94
		SP:Iteration 49Q (11687.050000 sec): 3 clusters
  Score: Raw -3327327.494816 + Penalty 3378.913928 = -3323948.580888
  nChanged 109
		SP:Iteration 50Q (11687.350000 sec): 3 clusters
  Score: Raw -3327355.227006 + Penalty 3378.913928 = -3323976.313078
  nChanged 107
		SP:Iteration 51Q (11687.730000 sec): 3 clusters
  Score: Raw -3327383.671730 + Penalty 3378.913928 = -3324004.757801
  nChanged 113
		SP:Iteration 52Q (11688.030000 sec): 3 clusters
  Score: Raw -3327413.428800 + Penalty 3378.913928 = -3324034.514871
  nChanged 110
		SP:Iteration 53Q (11688.380000 sec): 3 clusters
  Score: Raw -3327437.520927 + Penalty 3378.913928 = -3324058.606999
  nChanged 77
		SP:Iteration 54Q (11688.730000 sec): 3 clusters
  Score: Raw -3327450.581902 + Penalty 3378.913928 = -3324071.667974
  nChanged 60
		SP:Iteration 55Q (11689.070000 sec): 3 clusters
  Score: Raw -3327462.601916 + Penalty 3378.913928 = -3324083.687988
  nChanged 64
		SP:Iteration 56Q (11689.460000 sec): 3 clusters
  Score: Raw -3327476.761496 + Penalty 3378.913928 = -3324097.847568
  nChanged 68
		SP:Iteration 57Q (11689.770000 sec): 3 clusters
  Score: Raw -3327492.505866 + Penalty 3378.913928 = -3324113.591938
  nChanged 69
		SP:Iteration 58Q (11690.060000 sec): 3 clusters
  Score: Raw -3327512.667807 + Penalty 3378.913928 = -3324133.753879
  nChanged 87
		SP:Iteration 59Q (11690.410000 sec): 3 clusters
  Score: Raw -3327539.335242 + Penalty 3378.913928 = -3324160.421314
  nChanged 95
		SP:Iteration 60F (11690.760000 sec): 3 clusters
  Score: Raw -3327567.379997 + Penalty 3378.913928 = -3324188.466068
  nChanged 95
		SP:Iteration 61Q (11691.130000 sec): 3 clusters
  Score: Raw -3327596.591886 + Penalty 3378.913928 = -3324217.677958
  nChanged 84
		SP:Iteration 62Q (11691.500000 sec): 3 clusters
  Score: Raw -3327620.737294 + Penalty 3378.913928 = -3324241.823366
  nChanged 67
		SP:Iteration 63Q (11691.860000 sec): 3 clusters
  Score: Raw -3327641.321484 + Penalty 3378.913928 = -3324262.407556
  nChanged 73
		SP:Iteration 64Q (11692.200000 sec): 3 clusters
  Score: Raw -3327670.568802 + Penalty 3378.913928 = -3324291.654874
  nChanged 79
		SP:Iteration 65Q (11692.530000 sec): 3 clusters
  Score: Raw -3327708.096857 + Penalty 3378.913928 = -3324329.182929
  nChanged 86
		SP:Iteration 66Q (11692.860000 sec): 3 clusters
  Score: Raw -3327745.790973 + Penalty 3378.913928 = -3324366.877045
  nChanged 84
		SP:Iteration 67Q (11693.220000 sec): 3 clusters
  Score: Raw -3327789.661761 + Penalty 3378.913928 = -3324410.747833
  nChanged 97
		SP:Iteration 68Q (11693.520000 sec): 3 clusters
  Score: Raw -3327868.801733 + Penalty 3378.913928 = -3324489.887804
  nChanged 119
		SP:Iteration 69Q (11693.850000 sec): 3 clusters
  Score: Raw -3327976.549755 + Penalty 3378.913928 = -3324597.635827
  nChanged 120
		SP:Iteration 70Q (11694.170000 sec): 3 clusters
  Score: Raw -3328113.974046 + Penalty 3378.913928 = -3324735.060118
  nChanged 126
		SP:Iteration 71Q (11694.500000 sec): 3 clusters
  Score: Raw -3328227.565861 + Penalty 3378.913928 = -3324848.651932
  nChanged 93
		SP:Iteration 72Q (11694.850000 sec): 3 clusters
  Score: Raw -3328274.303423 + Penalty 3378.913928 = -3324895.389495
  nChanged 71
		SP:Iteration 73Q (11695.200000 sec): 3 clusters
  Score: Raw -3328301.948726 + Penalty 3378.913928 = -3324923.034797
  nChanged 52
		SP:Iteration 74Q (11695.520000 sec): 3 clusters
  Score: Raw -3328316.937640 + Penalty 3378.913928 = -3324938.023711
  nChanged 43
		SP:Iteration 75Q (11695.900000 sec): 3 clusters
  Score: Raw -3328327.091870 + Penalty 3378.913928 = -3324948.177942
  nChanged 23
		SP:Iteration 76Q (11696.260000 sec): 3 clusters
  Score: Raw -3328331.698010 + Penalty 3378.913928 = -3324952.784082
  nChanged 22
		SP:Iteration 77Q (11696.590000 sec): 3 clusters
  Score: Raw -3328335.507082 + Penalty 3378.913928 = -3324956.593154
  nChanged 11
		SP:Iteration 78Q (11696.970000 sec): 3 clusters
  Score: Raw -3328337.172759 + Penalty 3378.913928 = -3324958.258831
  nChanged 7
		SP:Iteration 79Q (11697.300000 sec): 3 clusters
  Score: Raw -3328338.027162 + Penalty 3378.913928 = -3324959.113234
  nChanged 3
		SP:Iteration 80F (11697.610000 sec): 3 clusters
  Score: Raw -3328338.325002 + Penalty 3378.913928 = -3324959.411074
  nChanged 5
		SP:Iteration 81Q (11697.940000 sec): 3 clusters
  Score: Raw -3328339.142210 + Penalty 3378.913928 = -3324960.228282
  nChanged 4
		SP:Iteration 82Q (11698.280000 sec): 3 clusters
  Score: Raw -3328339.552633 + Penalty 3378.913928 = -3324960.638705
  nChanged 3
		SP:Iteration 83Q (11698.600000 sec): 3 clusters
  Score: Raw -3328339.989894 + Penalty 3378.913928 = -3324961.075965
  nChanged 2
		SP:Iteration 84Q (11698.920000 sec): 3 clusters
  Score: Raw -3328340.326857 + Penalty 3378.913928 = -3324961.412929
  nChanged 2
		SP:Iteration 85Q (11699.260000 sec): 3 clusters
  Score: Raw -3328340.563085 + Penalty 3378.913928 = -3324961.649157
  nChanged 1
		SP:Iteration 86Q (11699.660000 sec): 3 clusters
  Score: Raw -3328340.760787 + Penalty 3378.913928 = -3324961.846858
  nChanged 2
		SP:Iteration 87Q (11699.980000 sec): 3 clusters
  Score: Raw -3328340.874333 + Penalty 3378.913928 = -3324961.960404
  nChanged 2
		SP:Iteration 88Q (11700.310000 sec): 3 clusters
  Score: Raw -3328341.104745 + Penalty 3378.913928 = -3324962.190817
  nChanged 1
		SP:Iteration 89Q (11700.700000 sec): 3 clusters
  Score: Raw -3328341.276990 + Penalty 3378.913928 = -3324962.363061
  nChanged 1
		SP:Iteration 90Q (11701.100000 sec): 3 clusters
  Score: Raw -3328341.375160 + Penalty 3378.913928 = -3324962.461231
  nChanged 0
		SP:Iteration 91F (11701.460000 sec): 3 clusters
  Score: Raw -3328341.375160 + Penalty 3378.913928 = -3324962.461231
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11701.640000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11701.790000 sec): 3 clusters
  Score: Raw -60327.561684 + Penalty 2081.699249 = -58245.862435
  nChanged 156
		SP:Iteration 1F (11701.970000 sec): 3 clusters
  Score: Raw -60565.796223 + Penalty 2081.699249 = -58484.096975
  nChanged 42
		SP:Iteration 2F (11702.170000 sec): 3 clusters
  Score: Raw -60640.323456 + Penalty 2081.699249 = -58558.624208
  nChanged 29
		SP:Iteration 3Q (11702.350000 sec): 3 clusters
  Score: Raw -60708.553486 + Penalty 2081.699249 = -58626.854237
  nChanged 27
		SP:Iteration 4Q (11702.510000 sec): 3 clusters
  Score: Raw -60797.362487 + Penalty 2081.699249 = -58715.663238
  nChanged 23
		SP:Iteration 5Q (11702.700000 sec): 3 clusters
  Score: Raw -60873.883095 + Penalty 2081.699249 = -58792.183846
  nChanged 22
		SP:Iteration 6Q (11702.840000 sec): 3 clusters
  Score: Raw -60942.628904 + Penalty 2081.699249 = -58860.929655
  nChanged 16
		SP:Iteration 7Q (11703.050000 sec): 3 clusters
  Score: Raw -60980.083637 + Penalty 2081.699249 = -58898.384388
  nChanged 7
		SP:Iteration 8Q (11703.230000 sec): 3 clusters
  Score: Raw -60992.041715 + Penalty 2081.699249 = -58910.342466
  nChanged 5
		SP:Iteration 9Q (11703.420000 sec): 3 clusters
  Score: Raw -61005.271165 + Penalty 2081.699249 = -58923.571916
  nChanged 6
		SP:Iteration 10Q (11703.600000 sec): 3 clusters
  Score: Raw -61032.072083 + Penalty 2081.699249 = -58950.372835
  nChanged 6
		SP:Iteration 11Q (11703.770000 sec): 3 clusters
  Score: Raw -61108.157456 + Penalty 2081.699249 = -59026.458208
  nChanged 12
		SP:Iteration 12Q (11703.970000 sec): 3 clusters
  Score: Raw -61136.982420 + Penalty 2081.699249 = -59055.283171
  nChanged 13
		SP:Iteration 13Q (11704.130000 sec): 3 clusters
  Score: Raw -61167.123578 + Penalty 2081.699249 = -59085.424329
  nChanged 9
		SP:Iteration 14Q (11704.300000 sec): 3 clusters
  Score: Raw -61188.647695 + Penalty 2081.699249 = -59106.948446
  nChanged 5
		SP:Iteration 15Q (11704.500000 sec): 3 clusters
  Score: Raw -61203.902725 + Penalty 2081.699249 = -59122.203476
  nChanged 3
		SP:Iteration 16Q (11704.720000 sec): 3 clusters
  Score: Raw -61208.774448 + Penalty 2081.699249 = -59127.075199
  nChanged 1
		SP:Iteration 17Q (11704.930000 sec): 3 clusters
  Score: Raw -61212.293883 + Penalty 2081.699249 = -59130.594635
  nChanged 1
		SP:Iteration 18Q (11705.080000 sec): 3 clusters
  Score: Raw -61214.189053 + Penalty 2081.699249 = -59132.489805
  nChanged 0
		SP:Iteration 19F (11705.300000 sec): 3 clusters
  Score: Raw -61214.189053 + Penalty 2081.699249 = -59132.489805
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11705.450000 sec): 2 clusters
  Score: Raw -1520552.243787 + Penalty 1555.403567 = -1518996.840220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11705.750000 sec): 3 clusters
  Score: Raw -1512116.629721 + Penalty 3110.807134 = -1509005.822587
  nChanged 6373
		SP:Iteration 1F (11706.050000 sec): 3 clusters
  Score: Raw -1515587.563114 + Penalty 3110.807134 = -1512476.755980
  nChanged 753
		SP:Iteration 2F (11706.300000 sec): 3 clusters
  Score: Raw -1515875.576835 + Penalty 3110.807134 = -1512764.769701
  nChanged 741
		SP:Iteration 3F (11706.570000 sec): 3 clusters
  Score: Raw -1516220.313894 + Penalty 3110.807134 = -1513109.506760
  nChanged 800
		SP:Iteration 4F (11706.870000 sec): 3 clusters
  Score: Raw -1516624.283516 + Penalty 3110.807134 = -1513513.476382
  nChanged 820
		SP:Iteration 5F (11707.170000 sec): 3 clusters
  Score: Raw -1517056.416708 + Penalty 3110.807134 = -1513945.609574
  nChanged 853
		SP:Iteration 6F (11707.430000 sec): 3 clusters
  Score: Raw -1517551.434472 + Penalty 3110.807134 = -1514440.627338
  nChanged 810
		SP:Iteration 7F (11707.650000 sec): 3 clusters
  Score: Raw -1518019.336146 + Penalty 3110.807134 = -1514908.529012
  nChanged 686
		SP:Iteration 8Q (11707.910000 sec): 3 clusters
  Score: Raw -1518355.892507 + Penalty 3110.807134 = -1515245.085373
  nChanged 528
		SP:Iteration 9Q (11708.230000 sec): 3 clusters
  Score: Raw -1518604.582038 + Penalty 3110.807134 = -1515493.774904
  nChanged 443
		SP:Iteration 10Q (11708.510000 sec): 3 clusters
  Score: Raw -1518817.446549 + Penalty 3110.807134 = -1515706.639415
  nChanged 386
		SP:Iteration 11Q (11708.760000 sec): 3 clusters
  Score: Raw -1519025.357667 + Penalty 3110.807134 = -1515914.550533
  nChanged 347
		SP:Iteration 12Q (11709.100000 sec): 3 clusters
  Score: Raw -1519229.869547 + Penalty 3110.807134 = -1516119.062413
  nChanged 346
		SP:Iteration 13Q (11709.350000 sec): 3 clusters
  Score: Raw -1519437.412311 + Penalty 3110.807134 = -1516326.605177
  nChanged 346
		SP:Iteration 14Q (11709.600000 sec): 3 clusters
  Score: Raw -1519699.718119 + Penalty 3110.807134 = -1516588.910985
  nChanged 320
		SP:Iteration 15Q (11709.900000 sec): 3 clusters
  Score: Raw -1519973.772103 + Penalty 3110.807134 = -1516862.964969
  nChanged 287
		SP:Iteration 16Q (11710.150000 sec): 3 clusters
  Score: Raw -1520235.039919 + Penalty 3110.807134 = -1517124.232785
  nChanged 204
		SP:Iteration 17Q (11710.450000 sec): 3 clusters
  Score: Raw -1520422.476224 + Penalty 3110.807134 = -1517311.669090
  nChanged 154
		SP:Iteration 18Q (11710.690000 sec): 3 clusters
  Score: Raw -1520574.799574 + Penalty 3110.807134 = -1517463.992440
  nChanged 87
		SP:Iteration 19Q (11710.920000 sec): 3 clusters
  Score: Raw -1520653.750939 + Penalty 3110.807134 = -1517542.943805
  nChanged 57
		SP:Iteration 20F (11711.170000 sec): 3 clusters
  Score: Raw -1520706.951682 + Penalty 3110.807134 = -1517596.144548
  nChanged 38
		SP:Iteration 21Q (11711.440000 sec): 3 clusters
  Score: Raw -1520750.166064 + Penalty 3110.807134 = -1517639.358930
  nChanged 27
		SP:Iteration 22Q (11711.730000 sec): 3 clusters
  Score: Raw -1520775.256757 + Penalty 3110.807134 = -1517664.449623
  nChanged 15
		SP:Iteration 23Q (11712.000000 sec): 3 clusters
  Score: Raw -1520789.640923 + Penalty 3110.807134 = -1517678.833789
  nChanged 13
		SP:Iteration 24Q (11712.220000 sec): 3 clusters
  Score: Raw -1520801.875928 + Penalty 3110.807134 = -1517691.068794
  nChanged 12
		SP:Iteration 25Q (11712.480000 sec): 3 clusters
  Score: Raw -1520812.534499 + Penalty 3110.807134 = -1517701.727365
  nChanged 9
		SP:Iteration 26Q (11712.720000 sec): 3 clusters
  Score: Raw -1520819.780766 + Penalty 3110.807134 = -1517708.973632
  nChanged 7
		SP:Iteration 27Q (11712.960000 sec): 3 clusters
  Score: Raw -1520825.166909 + Penalty 3110.807134 = -1517714.359775
  nChanged 3
		SP:Iteration 28Q (11713.190000 sec): 3 clusters
  Score: Raw -1520827.376958 + Penalty 3110.807134 = -1517716.569824
  nChanged 4
		SP:Iteration 29Q (11713.440000 sec): 3 clusters
  Score: Raw -1520831.447836 + Penalty 3110.807134 = -1517720.640702
  nChanged 2
		SP:Iteration 30Q (11713.630000 sec): 3 clusters
  Score: Raw -1520832.980683 + Penalty 3110.807134 = -1517722.173549
  nChanged 0
		SP:Iteration 31F (11713.890000 sec): 3 clusters
  Score: Raw -1520832.980683 + Penalty 3110.807134 = -1517722.173549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (24020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11714.100000 sec): 2 clusters
  Score: Raw -2497186.140454 + Penalty 1639.079341 = -2495547.061114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11714.400000 sec): 3 clusters
  Score: Raw -2482570.600635 + Penalty 3278.158681 = -2479292.441954
  nChanged 11016
		SP:Iteration 1F (11714.710000 sec): 3 clusters
  Score: Raw -2488825.305206 + Penalty 3278.158681 = -2485547.146525
  nChanged 1307
		SP:Iteration 2F (11715.040000 sec): 3 clusters
  Score: Raw -2489413.486624 + Penalty 3278.158681 = -2486135.327943
  nChanged 1283
		SP:Iteration 3F (11715.310000 sec): 3 clusters
  Score: Raw -2490050.566411 + Penalty 3278.158681 = -2486772.407730
  nChanged 1354
		SP:Iteration 4F (11715.630000 sec): 3 clusters
  Score: Raw -2490824.115717 + Penalty 3278.158681 = -2487545.957035
  nChanged 1403
		SP:Iteration 5F (11715.890000 sec): 3 clusters
  Score: Raw -2491726.324219 + Penalty 3278.158681 = -2488448.165538
  nChanged 1397
		SP:Iteration 6F (11716.180000 sec): 3 clusters
  Score: Raw -2492719.470817 + Penalty 3278.158681 = -2489441.312136
  nChanged 1327
		SP:Iteration 7F (11716.480000 sec): 3 clusters
  Score: Raw -2493705.441411 + Penalty 3278.158681 = -2490427.282730
  nChanged 1102
		SP:Iteration 8Q (11716.750000 sec): 3 clusters
  Score: Raw -2494454.144239 + Penalty 3278.158681 = -2491175.985558
  nChanged 940
		SP:Iteration 9Q (11717.070000 sec): 3 clusters
  Score: Raw -2495036.794958 + Penalty 3278.158681 = -2491758.636277
  nChanged 752
		SP:Iteration 10Q (11717.370000 sec): 3 clusters
  Score: Raw -2495442.777556 + Penalty 3278.158681 = -2492164.618875
  nChanged 586
		SP:Iteration 11Q (11717.680000 sec): 3 clusters
  Score: Raw -2495751.704549 + Penalty 3278.158681 = -2492473.545868
  nChanged 507
		SP:Iteration 12Q (11717.940000 sec): 3 clusters
  Score: Raw -2495998.304217 + Penalty 3278.158681 = -2492720.145536
  nChanged 444
		SP:Iteration 13Q (11718.190000 sec): 3 clusters
  Score: Raw -2496207.890955 + Penalty 3278.158681 = -2492929.732273
  nChanged 427
		SP:Iteration 14Q (11718.500000 sec): 3 clusters
  Score: Raw -2496419.560448 + Penalty 3278.158681 = -2493141.401767
  nChanged 399
		SP:Iteration 15Q (11718.810000 sec): 3 clusters
  Score: Raw -2496616.640054 + Penalty 3278.158681 = -2493338.481373
  nChanged 325
		SP:Iteration 16Q (11719.060000 sec): 3 clusters
  Score: Raw -2496776.601937 + Penalty 3278.158681 = -2493498.443256
  nChanged 330
		SP:Iteration 17Q (11719.430000 sec): 3 clusters
  Score: Raw -2496948.017746 + Penalty 3278.158681 = -2493669.859065
  nChanged 301
		SP:Iteration 18Q (11719.730000 sec): 3 clusters
  Score: Raw -2497111.621145 + Penalty 3278.158681 = -2493833.462464
  nChanged 230
		SP:Iteration 19Q (11719.990000 sec): 3 clusters
  Score: Raw -2497241.148047 + Penalty 3278.158681 = -2493962.989366
  nChanged 204
		SP:Iteration 20F (11720.310000 sec): 3 clusters
  Score: Raw -2497361.410715 + Penalty 3278.158681 = -2494083.252034
  nChanged 169
		SP:Iteration 21Q (11720.590000 sec): 3 clusters
  Score: Raw -2497457.521945 + Penalty 3278.158681 = -2494179.363264
  nChanged 148
		SP:Iteration 22Q (11720.870000 sec): 3 clusters
  Score: Raw -2497535.570251 + Penalty 3278.158681 = -2494257.411570
  nChanged 122
		SP:Iteration 23Q (11721.140000 sec): 3 clusters
  Score: Raw -2497612.610079 + Penalty 3278.158681 = -2494334.451398
  nChanged 117
		SP:Iteration 24Q (11721.400000 sec): 3 clusters
  Score: Raw -2497692.498928 + Penalty 3278.158681 = -2494414.340247
  nChanged 87
		SP:Iteration 25Q (11721.730000 sec): 3 clusters
  Score: Raw -2497738.466224 + Penalty 3278.158681 = -2494460.307543
  nChanged 60
		SP:Iteration 26Q (11721.970000 sec): 3 clusters
  Score: Raw -2497762.473122 + Penalty 3278.158681 = -2494484.314441
  nChanged 35
		SP:Iteration 27Q (11722.270000 sec): 3 clusters
  Score: Raw -2497774.464814 + Penalty 3278.158681 = -2494496.306132
  nChanged 38
		SP:Iteration 28Q (11722.540000 sec): 3 clusters
  Score: Raw -2497787.611998 + Penalty 3278.158681 = -2494509.453317
  nChanged 25
		SP:Iteration 29Q (11722.800000 sec): 3 clusters
  Score: Raw -2497795.660994 + Penalty 3278.158681 = -2494517.502313
  nChanged 25
		SP:Iteration 30Q (11723.050000 sec): 3 clusters
  Score: Raw -2497803.519681 + Penalty 3278.158681 = -2494525.361000
  nChanged 13
		SP:Iteration 31Q (11723.300000 sec): 3 clusters
  Score: Raw -2497808.096584 + Penalty 3278.158681 = -2494529.937903
  nChanged 9
		SP:Iteration 32Q (11723.530000 sec): 3 clusters
  Score: Raw -2497811.683998 + Penalty 3278.158681 = -2494533.525317
  nChanged 8
		SP:Iteration 33Q (11723.760000 sec): 3 clusters
  Score: Raw -2497814.379017 + Penalty 3278.158681 = -2494536.220336
  nChanged 6
		SP:Iteration 34Q (11724.020000 sec): 3 clusters
  Score: Raw -2497816.114287 + Penalty 3278.158681 = -2494537.955606
  nChanged 5
		SP:Iteration 35Q (11724.230000 sec): 3 clusters
  Score: Raw -2497817.049583 + Penalty 3278.158681 = -2494538.890902
  nChanged 0
		SP:Iteration 36F (11724.540000 sec): 3 clusters
  Score: Raw -2497817.049583 + Penalty 3278.158681 = -2494538.890902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11724.640000 sec): 2 clusters
  Score: Raw -468392.133699 + Penalty 1380.528645 = -467011.605055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11724.840000 sec): 3 clusters
  Score: Raw -465862.269179 + Penalty 2761.057290 = -463101.211890
  nChanged 2012
		SP:Iteration 1F (11725.030000 sec): 3 clusters
  Score: Raw -467121.976310 + Penalty 2761.057290 = -464360.919020
  nChanged 411
		SP:Iteration 2F (11725.220000 sec): 3 clusters
  Score: Raw -467458.399717 + Penalty 2761.057290 = -464697.342427
  nChanged 342
		SP:Iteration 3F (11725.390000 sec): 3 clusters
  Score: Raw -467787.211674 + Penalty 2761.057290 = -465026.154384
  nChanged 342
		SP:Iteration 4F (11725.560000 sec): 3 clusters
  Score: Raw -468128.100980 + Penalty 2761.057290 = -465367.043691
  nChanged 329
		SP:Iteration 5F (11725.740000 sec): 3 clusters
  Score: Raw -468483.014142 + Penalty 2761.057290 = -465721.956852
  nChanged 312
		SP:Iteration 6F (11725.920000 sec): 3 clusters
  Score: Raw -468849.010935 + Penalty 2761.057290 = -466087.953645
  nChanged 279
		SP:Iteration 7F (11726.110000 sec): 3 clusters
  Score: Raw -469164.022425 + Penalty 2761.057290 = -466402.965135
  nChanged 203
		SP:Iteration 8Q (11726.320000 sec): 3 clusters
  Score: Raw -469366.216293 + Penalty 2761.057290 = -466605.159003
  nChanged 136
		SP:Iteration 9Q (11726.490000 sec): 3 clusters
  Score: Raw -469479.011180 + Penalty 2761.057290 = -466717.953890
  nChanged 94
		SP:Iteration 10Q (11726.680000 sec): 3 clusters
  Score: Raw -469541.188907 + Penalty 2761.057290 = -466780.131618
  nChanged 57
		SP:Iteration 11Q (11726.860000 sec): 3 clusters
  Score: Raw -469567.186431 + Penalty 2761.057290 = -466806.129141
  nChanged 29
		SP:Iteration 12Q (11727.050000 sec): 3 clusters
  Score: Raw -469574.753940 + Penalty 2761.057290 = -466813.696650
  nChanged 9
		SP:Iteration 13Q (11727.260000 sec): 3 clusters
  Score: Raw -469577.072675 + Penalty 2761.057290 = -466816.015385
  nChanged 1
		SP:Iteration 14Q (11727.420000 sec): 3 clusters
  Score: Raw -469577.162314 + Penalty 2761.057290 = -466816.105024
  nChanged 0
		SP:Iteration 15F (11727.600000 sec): 3 clusters
  Score: Raw -469577.162314 + Penalty 2761.057290 = -466816.105024
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (19498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11727.770000 sec): 2 clusters
  Score: Raw -2062831.611971 + Penalty 1605.185916 = -2061226.426055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11728.040000 sec): 3 clusters
  Score: Raw -2051052.175530 + Penalty 3210.371832 = -2047841.803698
  nChanged 8814
		SP:Iteration 1F (11728.260000 sec): 3 clusters
  Score: Raw -2055918.182788 + Penalty 3210.371832 = -2052707.810956
  nChanged 1009
		SP:Iteration 2F (11728.530000 sec): 3 clusters
  Score: Raw -2056234.950898 + Penalty 3210.371832 = -2053024.579067
  nChanged 835
		SP:Iteration 3Q (11728.790000 sec): 3 clusters
  Score: Raw -2056473.902464 + Penalty 3210.371832 = -2053263.530632
  nChanged 741
		SP:Iteration 4Q (11729.030000 sec): 3 clusters
  Score: Raw -2056704.113260 + Penalty 3210.371832 = -2053493.741428
  nChanged 698
		SP:Iteration 5Q (11729.250000 sec): 3 clusters
  Score: Raw -2056947.926253 + Penalty 3210.371832 = -2053737.554421
  nChanged 776
		SP:Iteration 6Q (11729.550000 sec): 3 clusters
  Score: Raw -2057253.623656 + Penalty 3210.371832 = -2054043.251824
  nChanged 803
		SP:Iteration 7Q (11729.840000 sec): 3 clusters
  Score: Raw -2057613.898334 + Penalty 3210.371832 = -2054403.526502
  nChanged 889
		SP:Iteration 8Q (11730.120000 sec): 3 clusters
  Score: Raw -2058097.780484 + Penalty 3210.371832 = -2054887.408652
  nChanged 1012
		SP:Iteration 9F (11730.360000 sec): 3 clusters
  Score: Raw -2058759.119686 + Penalty 3210.371832 = -2055548.747854
  nChanged 1055
		SP:Iteration 10F (11730.660000 sec): 3 clusters
  Score: Raw -2059545.301704 + Penalty 3210.371832 = -2056334.929872
  nChanged 1000
		SP:Iteration 11F (11731.000000 sec): 3 clusters
  Score: Raw -2060355.300477 + Penalty 3210.371832 = -2057144.928645
  nChanged 842
		SP:Iteration 12Q (11731.320000 sec): 3 clusters
  Score: Raw -2061060.575232 + Penalty 3210.371832 = -2057850.203400
  nChanged 631
		SP:Iteration 13Q (11731.600000 sec): 3 clusters
  Score: Raw -2061567.215037 + Penalty 3210.371832 = -2058356.843205
  nChanged 481
		SP:Iteration 14Q (11731.850000 sec): 3 clusters
  Score: Raw -2061902.818483 + Penalty 3210.371832 = -2058692.446651
  nChanged 336
		SP:Iteration 15Q (11732.150000 sec): 3 clusters
  Score: Raw -2062100.675280 + Penalty 3210.371832 = -2058890.303448
  nChanged 249
		SP:Iteration 16Q (11732.500000 sec): 3 clusters
  Score: Raw -2062252.957472 + Penalty 3210.371832 = -2059042.585640
  nChanged 234
		SP:Iteration 17Q (11732.740000 sec): 3 clusters
  Score: Raw -2062400.639865 + Penalty 3210.371832 = -2059190.268033
  nChanged 193
		SP:Iteration 18Q (11732.960000 sec): 3 clusters
  Score: Raw -2062521.956276 + Penalty 3210.371832 = -2059311.584444
  nChanged 156
		SP:Iteration 19Q (11733.240000 sec): 3 clusters
  Score: Raw -2062622.113598 + Penalty 3210.371832 = -2059411.741766
  nChanged 138
		SP:Iteration 20F (11733.550000 sec): 3 clusters
  Score: Raw -2062701.981997 + Penalty 3210.371832 = -2059491.610165
  nChanged 93
		SP:Iteration 21Q (11733.820000 sec): 3 clusters
  Score: Raw -2062754.626391 + Penalty 3210.371832 = -2059544.254559
  nChanged 87
		SP:Iteration 22Q (11734.090000 sec): 3 clusters
  Score: Raw -2062804.603344 + Penalty 3210.371832 = -2059594.231512
  nChanged 62
		SP:Iteration 23Q (11734.310000 sec): 3 clusters
  Score: Raw -2062838.859374 + Penalty 3210.371832 = -2059628.487542
  nChanged 62
		SP:Iteration 24Q (11734.560000 sec): 3 clusters
  Score: Raw -2062870.057228 + Penalty 3210.371832 = -2059659.685396
  nChanged 49
		SP:Iteration 25Q (11734.860000 sec): 3 clusters
  Score: Raw -2062894.820461 + Penalty 3210.371832 = -2059684.448629
  nChanged 38
		SP:Iteration 26Q (11735.170000 sec): 3 clusters
  Score: Raw -2062915.634726 + Penalty 3210.371832 = -2059705.262894
  nChanged 38
		SP:Iteration 27Q (11735.440000 sec): 3 clusters
  Score: Raw -2062935.330038 + Penalty 3210.371832 = -2059724.958206
  nChanged 30
		SP:Iteration 28Q (11735.720000 sec): 3 clusters
  Score: Raw -2062951.195452 + Penalty 3210.371832 = -2059740.823620
  nChanged 35
		SP:Iteration 29Q (11735.950000 sec): 3 clusters
  Score: Raw -2062971.620646 + Penalty 3210.371832 = -2059761.248815
  nChanged 27
		SP:Iteration 30Q (11736.230000 sec): 3 clusters
  Score: Raw -2062989.721078 + Penalty 3210.371832 = -2059779.349246
  nChanged 17
		SP:Iteration 31Q (11736.510000 sec): 3 clusters
  Score: Raw -2063001.126762 + Penalty 3210.371832 = -2059790.754930
  nChanged 14
		SP:Iteration 32Q (11736.790000 sec): 3 clusters
  Score: Raw -2063010.008643 + Penalty 3210.371832 = -2059799.636811
  nChanged 10
		SP:Iteration 33Q (11737.070000 sec): 3 clusters
  Score: Raw -2063017.501027 + Penalty 3210.371832 = -2059807.129195
  nChanged 14
		SP:Iteration 34Q (11737.320000 sec): 3 clusters
  Score: Raw -2063026.526451 + Penalty 3210.371832 = -2059816.154620
  nChanged 20
		SP:Iteration 35Q (11737.630000 sec): 3 clusters
  Score: Raw -2063039.896083 + Penalty 3210.371832 = -2059829.524252
  nChanged 20
		SP:Iteration 36Q (11737.870000 sec): 3 clusters
  Score: Raw -2063054.027658 + Penalty 3210.371832 = -2059843.655826
  nChanged 23
		SP:Iteration 37Q (11738.160000 sec): 3 clusters
  Score: Raw -2063068.911817 + Penalty 3210.371832 = -2059858.539985
  nChanged 11
		SP:Iteration 38Q (11738.430000 sec): 3 clusters
  Score: Raw -2063076.180563 + Penalty 3210.371832 = -2059865.808731
  nChanged 5
		SP:Iteration 39Q (11738.710000 sec): 3 clusters
  Score: Raw -2063079.434764 + Penalty 3210.371832 = -2059869.062932
  nChanged 3
		SP:Iteration 40F (11738.930000 sec): 3 clusters
  Score: Raw -2063082.089238 + Penalty 3210.371832 = -2059871.717406
  nChanged 2
		SP:Iteration 41Q (11739.250000 sec): 3 clusters
  Score: Raw -2063083.040689 + Penalty 3210.371832 = -2059872.668857
  nChanged 2
		SP:Iteration 42Q (11739.570000 sec): 3 clusters
  Score: Raw -2063083.726342 + Penalty 3210.371832 = -2059873.354510
  nChanged 0
		SP:Iteration 43F (11739.900000 sec): 3 clusters
  Score: Raw -2063083.726342 + Penalty 3210.371832 = -2059873.354510
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (103256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11740.420000 sec): 2 clusters
  Score: Raw -11071607.705484 + Penalty 1876.057076 = -11069731.648408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11741.040000 sec): 3 clusters
  Score: Raw -11004224.850245 + Penalty 3752.114152 = -11000472.736094
  nChanged 49365
		SP:Iteration 1F (11741.690000 sec): 3 clusters
  Score: Raw -11033091.363409 + Penalty 3752.114152 = -11029339.249257
  nChanged 3751
		SP:Iteration 2Q (11742.290000 sec): 3 clusters
  Score: Raw -11034242.082748 + Penalty 3752.114152 = -11030489.968596
  nChanged 4103
		SP:Iteration 3Q (11742.960000 sec): 3 clusters
  Score: Raw -11035749.744892 + Penalty 3752.114152 = -11031997.630740
  nChanged 4593
		SP:Iteration 4Q (11743.600000 sec): 3 clusters
  Score: Raw -11037859.745922 + Penalty 3752.114152 = -11034107.631771
  nChanged 5488
		SP:Iteration 5F (11744.260000 sec): 3 clusters
  Score: Raw -11040828.521344 + Penalty 3752.114152 = -11037076.407193
  nChanged 6237
		SP:Iteration 6F (11744.910000 sec): 3 clusters
  Score: Raw -11044893.072920 + Penalty 3752.114152 = -11041140.958769
  nChanged 6715
		SP:Iteration 7F (11745.540000 sec): 3 clusters
  Score: Raw -11049953.365459 + Penalty 3752.114152 = -11046201.251307
  nChanged 6527
		SP:Iteration 8F (11746.220000 sec): 3 clusters
  Score: Raw -11055225.011625 + Penalty 3752.114152 = -11051472.897473
  nChanged 5591
		SP:Iteration 9F (11746.870000 sec): 3 clusters
  Score: Raw -11059438.657288 + Penalty 3752.114152 = -11055686.543136
  nChanged 4239
		SP:Iteration 10Q (11747.580000 sec): 3 clusters
  Score: Raw -11062245.991642 + Penalty 3752.114152 = -11058493.877490
  nChanged 3141
		SP:Iteration 11Q (11748.220000 sec): 3 clusters
  Score: Raw -11064221.403177 + Penalty 3752.114152 = -11060469.289025
  nChanged 2473
		SP:Iteration 12Q (11748.850000 sec): 3 clusters
  Score: Raw -11065771.476412 + Penalty 3752.114152 = -11062019.362260
  nChanged 1967
		SP:Iteration 13Q (11749.450000 sec): 3 clusters
  Score: Raw -11066971.380029 + Penalty 3752.114152 = -11063219.265878
  nChanged 1663
		SP:Iteration 14Q (11750.050000 sec): 3 clusters
  Score: Raw -11067951.743561 + Penalty 3752.114152 = -11064199.629409
  nChanged 1405
		SP:Iteration 15Q (11750.650000 sec): 3 clusters
  Score: Raw -11068730.681826 + Penalty 3752.114152 = -11064978.567674
  nChanged 1217
		SP:Iteration 16Q (11751.210000 sec): 3 clusters
  Score: Raw -11069364.532248 + Penalty 3752.114152 = -11065612.418097
  nChanged 1023
		SP:Iteration 17Q (11751.880000 sec): 3 clusters
  Score: Raw -11069867.998609 + Penalty 3752.114152 = -11066115.884458
  nChanged 839
		SP:Iteration 18Q (11752.520000 sec): 3 clusters
  Score: Raw -11070246.137745 + Penalty 3752.114152 = -11066494.023593
  nChanged 735
		SP:Iteration 19Q (11753.220000 sec): 3 clusters
  Score: Raw -11070554.717602 + Penalty 3752.114152 = -11066802.603450
  nChanged 641
		SP:Iteration 20F (11753.900000 sec): 3 clusters
  Score: Raw -11070827.034548 + Penalty 3752.114152 = -11067074.920396
  nChanged 591
		SP:Iteration 21Q (11754.460000 sec): 3 clusters
  Score: Raw -11071075.986406 + Penalty 3752.114152 = -11067323.872254
  nChanged 518
		SP:Iteration 22Q (11755.050000 sec): 3 clusters
  Score: Raw -11071273.411108 + Penalty 3752.114152 = -11067521.296957
  nChanged 441
		SP:Iteration 23Q (11755.700000 sec): 3 clusters
  Score: Raw -11071432.458616 + Penalty 3752.114152 = -11067680.344464
  nChanged 390
		SP:Iteration 24Q (11756.240000 sec): 3 clusters
  Score: Raw -11071559.446979 + Penalty 3752.114152 = -11067807.332827
  nChanged 330
		SP:Iteration 25Q (11756.770000 sec): 3 clusters
  Score: Raw -11071656.576052 + Penalty 3752.114152 = -11067904.461900
  nChanged 268
		SP:Iteration 26Q (11757.270000 sec): 3 clusters
  Score: Raw -11071729.935128 + Penalty 3752.114152 = -11067977.820976
  nChanged 212
		SP:Iteration 27Q (11757.800000 sec): 3 clusters
  Score: Raw -11071787.613290 + Penalty 3752.114152 = -11068035.499138
  nChanged 187
		SP:Iteration 28Q (11758.380000 sec): 3 clusters
  Score: Raw -11071836.876491 + Penalty 3752.114152 = -11068084.762340
  nChanged 161
		SP:Iteration 29Q (11758.940000 sec): 3 clusters
  Score: Raw -11071875.975945 + Penalty 3752.114152 = -11068123.861793
  nChanged 136
		SP:Iteration 30Q (11759.530000 sec): 3 clusters
  Score: Raw -11071905.788395 + Penalty 3752.114152 = -11068153.674243
  nChanged 121
		SP:Iteration 31Q (11760.100000 sec): 3 clusters
  Score: Raw -11071934.772554 + Penalty 3752.114152 = -11068182.658403
  nChanged 111
		SP:Iteration 32Q (11760.630000 sec): 3 clusters
  Score: Raw -11071960.135666 + Penalty 3752.114152 = -11068208.021514
  nChanged 116
		SP:Iteration 33Q (11761.200000 sec): 3 clusters
  Score: Raw -11071986.330467 + Penalty 3752.114152 = -11068234.216315
  nChanged 89
		SP:Iteration 34Q (11761.820000 sec): 3 clusters
  Score: Raw -11072005.486027 + Penalty 3752.114152 = -11068253.371876
  nChanged 83
		SP:Iteration 35Q (11762.390000 sec): 3 clusters
  Score: Raw -11072024.839772 + Penalty 3752.114152 = -11068272.725620
  nChanged 80
		SP:Iteration 36Q (11762.960000 sec): 3 clusters
  Score: Raw -11072042.069409 + Penalty 3752.114152 = -11068289.955257
  nChanged 72
		SP:Iteration 37Q (11763.510000 sec): 3 clusters
  Score: Raw -11072057.372393 + Penalty 3752.114152 = -11068305.258241
  nChanged 67
		SP:Iteration 38Q (11764.000000 sec): 3 clusters
  Score: Raw -11072070.759418 + Penalty 3752.114152 = -11068318.645266
  nChanged 68
		SP:Iteration 39Q (11764.590000 sec): 3 clusters
  Score: Raw -11072083.440151 + Penalty 3752.114152 = -11068331.326000
  nChanged 54
		SP:Iteration 40F (11765.240000 sec): 3 clusters
  Score: Raw -11072094.690778 + Penalty 3752.114152 = -11068342.576626
  nChanged 51
		SP:Iteration 41Q (11765.800000 sec): 3 clusters
  Score: Raw -11072104.935142 + Penalty 3752.114152 = -11068352.820990
  nChanged 46
		SP:Iteration 42Q (11766.340000 sec): 3 clusters
  Score: Raw -11072114.389417 + Penalty 3752.114152 = -11068362.275266
  nChanged 42
		SP:Iteration 43Q (11766.870000 sec): 3 clusters
  Score: Raw -11072123.063125 + Penalty 3752.114152 = -11068370.948974
  nChanged 45
		SP:Iteration 44Q (11767.410000 sec): 3 clusters
  Score: Raw -11072132.851490 + Penalty 3752.114152 = -11068380.737338
  nChanged 38
		SP:Iteration 45Q (11767.940000 sec): 3 clusters
  Score: Raw -11072139.788135 + Penalty 3752.114152 = -11068387.673983
  nChanged 34
		SP:Iteration 46Q (11768.510000 sec): 3 clusters
  Score: Raw -11072146.663890 + Penalty 3752.114152 = -11068394.549739
  nChanged 27
		SP:Iteration 47Q (11769.030000 sec): 3 clusters
  Score: Raw -11072151.128057 + Penalty 3752.114152 = -11068399.013905
  nChanged 30
		SP:Iteration 48Q (11769.590000 sec): 3 clusters
  Score: Raw -11072155.806906 + Penalty 3752.114152 = -11068403.692754
  nChanged 23
		SP:Iteration 49Q (11770.200000 sec): 3 clusters
  Score: Raw -11072159.280063 + Penalty 3752.114152 = -11068407.165911
  nChanged 31
		SP:Iteration 50Q (11770.830000 sec): 3 clusters
  Score: Raw -11072164.075939 + Penalty 3752.114152 = -11068411.961788
  nChanged 29
		SP:Iteration 51Q (11771.480000 sec): 3 clusters
  Score: Raw -11072169.212766 + Penalty 3752.114152 = -11068417.098614
  nChanged 21
		SP:Iteration 52Q (11772.110000 sec): 3 clusters
  Score: Raw -11072172.891638 + Penalty 3752.114152 = -11068420.777486
  nChanged 17
		SP:Iteration 53Q (11772.750000 sec): 3 clusters
  Score: Raw -11072175.711213 + Penalty 3752.114152 = -11068423.597061
  nChanged 16
		SP:Iteration 54Q (11773.350000 sec): 3 clusters
  Score: Raw -11072178.463347 + Penalty 3752.114152 = -11068426.349195
  nChanged 14
		SP:Iteration 55Q (11773.970000 sec): 3 clusters
  Score: Raw -11072180.460260 + Penalty 3752.114152 = -11068428.346108
  nChanged 9
		SP:Iteration 56Q (11774.580000 sec): 3 clusters
  Score: Raw -11072183.058792 + Penalty 3752.114152 = -11068430.944640
  nChanged 16
		SP:Iteration 57Q (11775.170000 sec): 3 clusters
  Score: Raw -11072186.029325 + Penalty 3752.114152 = -11068433.915174
  nChanged 13
		SP:Iteration 58Q (11775.750000 sec): 3 clusters
  Score: Raw -11072188.655892 + Penalty 3752.114152 = -11068436.541740
  nChanged 7
		SP:Iteration 59Q (11776.270000 sec): 3 clusters
  Score: Raw -11072189.814336 + Penalty 3752.114152 = -11068437.700184
  nChanged 7
		SP:Iteration 60F (11776.900000 sec): 3 clusters
  Score: Raw -11072191.118596 + Penalty 3752.114152 = -11068439.004445
  nChanged 8
		SP:Iteration 61Q (11777.410000 sec): 3 clusters
  Score: Raw -11072192.765800 + Penalty 3752.114152 = -11068440.651648
  nChanged 10
		SP:Iteration 62Q (11777.930000 sec): 3 clusters
  Score: Raw -11072194.683502 + Penalty 3752.114152 = -11068442.569351
  nChanged 4
		SP:Iteration 63Q (11778.430000 sec): 3 clusters
  Score: Raw -11072195.702445 + Penalty 3752.114152 = -11068443.588293
  nChanged 7
		SP:Iteration 64Q (11778.960000 sec): 3 clusters
  Score: Raw -11072197.340266 + Penalty 3752.114152 = -11068445.226114
  nChanged 6
		SP:Iteration 65Q (11779.500000 sec): 3 clusters
  Score: Raw -11072198.567868 + Penalty 3752.114152 = -11068446.453717
  nChanged 2
		SP:Iteration 66Q (11780.030000 sec): 3 clusters
  Score: Raw -11072198.822109 + Penalty 3752.114152 = -11068446.707957
  nChanged 3
		SP:Iteration 67Q (11780.590000 sec): 3 clusters
  Score: Raw -11072199.120874 + Penalty 3752.114152 = -11068447.006722
  nChanged 2
		SP:Iteration 68Q (11781.110000 sec): 3 clusters
  Score: Raw -11072199.534805 + Penalty 3752.114152 = -11068447.420654
  nChanged 3
		SP:Iteration 69Q (11781.620000 sec): 3 clusters
  Score: Raw -11072200.258242 + Penalty 3752.114152 = -11068448.144090
  nChanged 3
		SP:Iteration 70Q (11782.110000 sec): 3 clusters
  Score: Raw -11072200.892567 + Penalty 3752.114152 = -11068448.778415
  nChanged 4
		SP:Iteration 71Q (11782.590000 sec): 3 clusters
  Score: Raw -11072201.568820 + Penalty 3752.114152 = -11068449.454668
  nChanged 4
		SP:Iteration 72Q (11783.030000 sec): 3 clusters
  Score: Raw -11072202.389423 + Penalty 3752.114152 = -11068450.275271
  nChanged 9
		SP:Iteration 73Q (11783.470000 sec): 3 clusters
  Score: Raw -11072203.832580 + Penalty 3752.114152 = -11068451.718428
  nChanged 6
		SP:Iteration 74Q (11783.940000 sec): 3 clusters
  Score: Raw -11072204.930590 + Penalty 3752.114152 = -11068452.816438
  nChanged 8
		SP:Iteration 75Q (11784.470000 sec): 3 clusters
  Score: Raw -11072205.810703 + Penalty 3752.114152 = -11068453.696552
  nChanged 5
		SP:Iteration 76Q (11784.960000 sec): 3 clusters
  Score: Raw -11072206.738964 + Penalty 3752.114152 = -11068454.624813
  nChanged 3
		SP:Iteration 77Q (11785.500000 sec): 3 clusters
  Score: Raw -11072207.452650 + Penalty 3752.114152 = -11068455.338499
  nChanged 3
		SP:Iteration 78Q (11786.050000 sec): 3 clusters
  Score: Raw -11072207.855032 + Penalty 3752.114152 = -11068455.740881
  nChanged 1
		SP:Iteration 79Q (11786.630000 sec): 3 clusters
  Score: Raw -11072207.971939 + Penalty 3752.114152 = -11068455.857788
  nChanged 0
		SP:Iteration 80F (11787.260000 sec): 3 clusters
  Score: Raw -11072207.971939 + Penalty 3752.114152 = -11068455.857788
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (11070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11787.400000 sec): 2 clusters
  Score: Raw -1137808.274069 + Penalty 1513.199029 = -1136295.075039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11787.630000 sec): 3 clusters
  Score: Raw -1131498.576580 + Penalty 3026.398058 = -1128472.178522
  nChanged 4846
		SP:Iteration 1F (11787.860000 sec): 3 clusters
  Score: Raw -1134291.397865 + Penalty 3026.398058 = -1131264.999806
  nChanged 785
		SP:Iteration 2F (11788.070000 sec): 3 clusters
  Score: Raw -1134747.948111 + Penalty 3026.398058 = -1131721.550053
  nChanged 770
		SP:Iteration 3F (11788.340000 sec): 3 clusters
  Score: Raw -1135240.836426 + Penalty 3026.398058 = -1132214.438368
  nChanged 701
		SP:Iteration 4F (11788.540000 sec): 3 clusters
  Score: Raw -1135692.340345 + Penalty 3026.398058 = -1132665.942286
  nChanged 641
		SP:Iteration 5F (11788.780000 sec): 3 clusters
  Score: Raw -1136086.348059 + Penalty 3026.398058 = -1133059.950000
  nChanged 569
		SP:Iteration 6F (11789.000000 sec): 3 clusters
  Score: Raw -1136406.129954 + Penalty 3026.398058 = -1133379.731895
  nChanged 510
		SP:Iteration 7Q (11789.260000 sec): 3 clusters
  Score: Raw -1136684.577596 + Penalty 3026.398058 = -1133658.179538
  nChanged 441
		SP:Iteration 8Q (11789.500000 sec): 3 clusters
  Score: Raw -1136960.141321 + Penalty 3026.398058 = -1133933.743263
  nChanged 429
		SP:Iteration 9Q (11789.720000 sec): 3 clusters
  Score: Raw -1137306.184699 + Penalty 3026.398058 = -1134279.786641
  nChanged 485
		SP:Iteration 10Q (11789.980000 sec): 3 clusters
  Score: Raw -1137851.249024 + Penalty 3026.398058 = -1134824.850966
  nChanged 545
		SP:Iteration 11Q (11790.170000 sec): 3 clusters
  Score: Raw -1138687.461640 + Penalty 3026.398058 = -1135661.063582
  nChanged 584
		SP:Iteration 12F (11790.430000 sec): 3 clusters
  Score: Raw -1139705.939673 + Penalty 3026.398058 = -1136679.541615
  nChanged 451
		SP:Iteration 13Q (11790.630000 sec): 3 clusters
  Score: Raw -1140324.388225 + Penalty 3026.398058 = -1137297.990167
  nChanged 191
		SP:Iteration 14Q (11790.860000 sec): 3 clusters
  Score: Raw -1140454.235274 + Penalty 3026.398058 = -1137427.837215
  nChanged 74
		SP:Iteration 15Q (11791.080000 sec): 3 clusters
  Score: Raw -1140482.350778 + Penalty 3026.398058 = -1137455.952719
  nChanged 26
		SP:Iteration 16Q (11791.300000 sec): 3 clusters
  Score: Raw -1140488.060472 + Penalty 3026.398058 = -1137461.662414
  nChanged 10
		SP:Iteration 17Q (11791.520000 sec): 3 clusters
  Score: Raw -1140489.788595 + Penalty 3026.398058 = -1137463.390537
  nChanged 8
		SP:Iteration 18Q (11791.740000 sec): 3 clusters
  Score: Raw -1140491.178742 + Penalty 3026.398058 = -1137464.780684
  nChanged 5
		SP:Iteration 19Q (11792.000000 sec): 3 clusters
  Score: Raw -1140491.522691 + Penalty 3026.398058 = -1137465.124632
  nChanged 0
		SP:Iteration 20F (11792.190000 sec): 3 clusters
  Score: Raw -1140491.522691 + Penalty 3026.398058 = -1137465.124632
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11792.620000 sec): 2 clusters
  Score: Raw -7454710.075657 + Penalty 1817.657950 = -7452892.417707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11793.090000 sec): 3 clusters
  Score: Raw -7408432.686365 + Penalty 3635.315900 = -7404797.370465
  nChanged 33943
		SP:Iteration 1F (11793.560000 sec): 3 clusters
  Score: Raw -7427965.771165 + Penalty 3635.315900 = -7424330.455265
  nChanged 2365
		SP:Iteration 2Q (11794.090000 sec): 3 clusters
  Score: Raw -7428521.981523 + Penalty 3635.315900 = -7424886.665623
  nChanged 2427
		SP:Iteration 3Q (11794.640000 sec): 3 clusters
  Score: Raw -7429156.461279 + Penalty 3635.315900 = -7425521.145379
  nChanged 2570
		SP:Iteration 4Q (11795.240000 sec): 3 clusters
  Score: Raw -7429887.622491 + Penalty 3635.315900 = -7426252.306591
  nChanged 2665
		SP:Iteration 5Q (11795.800000 sec): 3 clusters
  Score: Raw -7430712.506983 + Penalty 3635.315900 = -7427077.191083
  nChanged 2820
		SP:Iteration 6Q (11796.390000 sec): 3 clusters
  Score: Raw -7431686.239559 + Penalty 3635.315900 = -7428050.923659
  nChanged 2976
		SP:Iteration 7Q (11796.930000 sec): 3 clusters
  Score: Raw -7432835.781017 + Penalty 3635.315900 = -7429200.465117
  nChanged 3095
		SP:Iteration 8Q (11797.480000 sec): 3 clusters
  Score: Raw -7434161.247279 + Penalty 3635.315900 = -7430525.931379
  nChanged 3275
		SP:Iteration 9Q (11798.020000 sec): 3 clusters
  Score: Raw -7435772.084099 + Penalty 3635.315900 = -7432136.768199
  nChanged 3547
		SP:Iteration 10Q (11798.490000 sec): 3 clusters
  Score: Raw -7437885.171957 + Penalty 3635.315900 = -7434249.856057
  nChanged 3690
		SP:Iteration 11F (11798.980000 sec): 3 clusters
  Score: Raw -7440205.915110 + Penalty 3635.315900 = -7436570.599210
  nChanged 3372
		SP:Iteration 12Q (11799.520000 sec): 3 clusters
  Score: Raw -7441992.326901 + Penalty 3635.315900 = -7438357.011001
  nChanged 2649
		SP:Iteration 13Q (11800.090000 sec): 3 clusters
  Score: Raw -7443043.309167 + Penalty 3635.315900 = -7439407.993267
  nChanged 1909
		SP:Iteration 14Q (11800.640000 sec): 3 clusters
  Score: Raw -7443571.477222 + Penalty 3635.315900 = -7439936.161322
  nChanged 1298
		SP:Iteration 15Q (11801.140000 sec): 3 clusters
  Score: Raw -7443880.862553 + Penalty 3635.315900 = -7440245.546653
  nChanged 1071
		SP:Iteration 16Q (11801.650000 sec): 3 clusters
  Score: Raw -7444139.356118 + Penalty 3635.315900 = -7440504.040218
  nChanged 1038
		SP:Iteration 17Q (11802.150000 sec): 3 clusters
  Score: Raw -7444398.294941 + Penalty 3635.315900 = -7440762.979041
  nChanged 1031
		SP:Iteration 18Q (11802.670000 sec): 3 clusters
  Score: Raw -7444689.366058 + Penalty 3635.315900 = -7441054.050158
  nChanged 1101
		SP:Iteration 19Q (11803.220000 sec): 3 clusters
  Score: Raw -7445027.004525 + Penalty 3635.315900 = -7441391.688625
  nChanged 1146
		SP:Iteration 20F (11803.680000 sec): 3 clusters
  Score: Raw -7445380.672623 + Penalty 3635.315900 = -7441745.356723
  nChanged 1186
		SP:Iteration 21Q (11804.230000 sec): 3 clusters
  Score: Raw -7445760.089774 + Penalty 3635.315900 = -7442124.773874
  nChanged 1209
		SP:Iteration 22Q (11804.730000 sec): 3 clusters
  Score: Raw -7446155.396651 + Penalty 3635.315900 = -7442520.080751
  nChanged 1244
		SP:Iteration 23Q (11805.250000 sec): 3 clusters
  Score: Raw -7446568.026765 + Penalty 3635.315900 = -7442932.710865
  nChanged 1241
		SP:Iteration 24Q (11805.790000 sec): 3 clusters
  Score: Raw -7446985.629942 + Penalty 3635.315900 = -7443350.314042
  nChanged 1231
		SP:Iteration 25Q (11806.310000 sec): 3 clusters
  Score: Raw -7447382.390941 + Penalty 3635.315900 = -7443747.075041
  nChanged 1183
		SP:Iteration 26Q (11806.820000 sec): 3 clusters
  Score: Raw -7447743.546776 + Penalty 3635.315900 = -7444108.230876
  nChanged 1218
		SP:Iteration 27Q (11807.370000 sec): 3 clusters
  Score: Raw -7448111.170171 + Penalty 3635.315900 = -7444475.854271
  nChanged 1189
		SP:Iteration 28Q (11807.840000 sec): 3 clusters
  Score: Raw -7448462.310262 + Penalty 3635.315900 = -7444826.994362
  nChanged 1157
		SP:Iteration 29Q (11808.320000 sec): 3 clusters
  Score: Raw -7448801.513191 + Penalty 3635.315900 = -7445166.197291
  nChanged 1143
		SP:Iteration 30Q (11808.840000 sec): 3 clusters
  Score: Raw -7449134.517906 + Penalty 3635.315900 = -7445499.202006
  nChanged 1149
		SP:Iteration 31Q (11809.320000 sec): 3 clusters
  Score: Raw -7449490.022404 + Penalty 3635.315900 = -7445854.706504
  nChanged 1137
		SP:Iteration 32Q (11809.820000 sec): 3 clusters
  Score: Raw -7449835.137616 + Penalty 3635.315900 = -7446199.821716
  nChanged 1084
		SP:Iteration 33Q (11810.340000 sec): 3 clusters
  Score: Raw -7450163.927051 + Penalty 3635.315900 = -7446528.611151
  nChanged 1103
		SP:Iteration 34Q (11810.860000 sec): 3 clusters
  Score: Raw -7450496.811313 + Penalty 3635.315900 = -7446861.495413
  nChanged 1070
		SP:Iteration 35Q (11811.440000 sec): 3 clusters
  Score: Raw -7450827.224185 + Penalty 3635.315900 = -7447191.908285
  nChanged 1009
		SP:Iteration 36Q (11811.980000 sec): 3 clusters
  Score: Raw -7451154.083281 + Penalty 3635.315900 = -7447518.767381
  nChanged 1012
		SP:Iteration 37Q (11812.570000 sec): 3 clusters
  Score: Raw -7451473.201939 + Penalty 3635.315900 = -7447837.886039
  nChanged 947
		SP:Iteration 38Q (11813.050000 sec): 3 clusters
  Score: Raw -7451780.775382 + Penalty 3635.315900 = -7448145.459482
  nChanged 913
		SP:Iteration 39Q (11813.560000 sec): 3 clusters
  Score: Raw -7452070.486347 + Penalty 3635.315900 = -7448435.170447
  nChanged 863
		SP:Iteration 40F (11814.060000 sec): 3 clusters
  Score: Raw -7452357.231721 + Penalty 3635.315900 = -7448721.915821
  nChanged 798
		SP:Iteration 41Q (11814.530000 sec): 3 clusters
  Score: Raw -7452621.963438 + Penalty 3635.315900 = -7448986.647538
  nChanged 745
		SP:Iteration 42Q (11815.050000 sec): 3 clusters
  Score: Raw -7452856.516541 + Penalty 3635.315900 = -7449221.200641
  nChanged 716
		SP:Iteration 43Q (11815.550000 sec): 3 clusters
  Score: Raw -7453082.841981 + Penalty 3635.315900 = -7449447.526081
  nChanged 673
		SP:Iteration 44Q (11816.110000 sec): 3 clusters
  Score: Raw -7453301.373655 + Penalty 3635.315900 = -7449666.057755
  nChanged 573
		SP:Iteration 45Q (11816.580000 sec): 3 clusters
  Score: Raw -7453480.838808 + Penalty 3635.315900 = -7449845.522908
  nChanged 518
		SP:Iteration 46Q (11817.070000 sec): 3 clusters
  Score: Raw -7453634.698348 + Penalty 3635.315900 = -7449999.382448
  nChanged 488
		SP:Iteration 47Q (11817.540000 sec): 3 clusters
  Score: Raw -7453788.411553 + Penalty 3635.315900 = -7450153.095653
  nChanged 438
		SP:Iteration 48Q (11818.080000 sec): 3 clusters
  Score: Raw -7453923.813554 + Penalty 3635.315900 = -7450288.497654
  nChanged 399
		SP:Iteration 49Q (11818.610000 sec): 3 clusters
  Score: Raw -7454050.639239 + Penalty 3635.315900 = -7450415.323339
  nChanged 347
		SP:Iteration 50Q (11819.100000 sec): 3 clusters
  Score: Raw -7454159.705059 + Penalty 3635.315900 = -7450524.389159
  nChanged 330
		SP:Iteration 51Q (11819.550000 sec): 3 clusters
  Score: Raw -7454265.776839 + Penalty 3635.315900 = -7450630.460939
  nChanged 305
		SP:Iteration 52Q (11820.030000 sec): 3 clusters
  Score: Raw -7454366.535034 + Penalty 3635.315900 = -7450731.219134
  nChanged 275
		SP:Iteration 53Q (11820.490000 sec): 3 clusters
  Score: Raw -7454454.024534 + Penalty 3635.315900 = -7450818.708634
  nChanged 242
		SP:Iteration 54Q (11820.960000 sec): 3 clusters
  Score: Raw -7454523.401597 + Penalty 3635.315900 = -7450888.085697
  nChanged 224
		SP:Iteration 55Q (11821.430000 sec): 3 clusters
  Score: Raw -7454594.465489 + Penalty 3635.315900 = -7450959.149589
  nChanged 194
		SP:Iteration 56Q (11821.910000 sec): 3 clusters
  Score: Raw -7454653.223562 + Penalty 3635.315900 = -7451017.907662
  nChanged 166
		SP:Iteration 57Q (11822.390000 sec): 3 clusters
  Score: Raw -7454708.625111 + Penalty 3635.315900 = -7451073.309211
  nChanged 136
		SP:Iteration 58Q (11822.890000 sec): 3 clusters
  Score: Raw -7454749.350321 + Penalty 3635.315900 = -7451114.034421
  nChanged 113
		SP:Iteration 59Q (11823.400000 sec): 3 clusters
  Score: Raw -7454778.748035 + Penalty 3635.315900 = -7451143.432135
  nChanged 108
		SP:Iteration 60F (11823.980000 sec): 3 clusters
  Score: Raw -7454810.789436 + Penalty 3635.315900 = -7451175.473536
  nChanged 97
		SP:Iteration 61Q (11824.500000 sec): 3 clusters
  Score: Raw -7454838.651690 + Penalty 3635.315900 = -7451203.335790
  nChanged 83
		SP:Iteration 62Q (11824.980000 sec): 3 clusters
  Score: Raw -7454860.853045 + Penalty 3635.315900 = -7451225.537145
  nChanged 64
		SP:Iteration 63Q (11825.440000 sec): 3 clusters
  Score: Raw -7454878.703478 + Penalty 3635.315900 = -7451243.387578
  nChanged 57
		SP:Iteration 64Q (11825.880000 sec): 3 clusters
  Score: Raw -7454896.714007 + Penalty 3635.315900 = -7451261.398107
  nChanged 59
		SP:Iteration 65Q (11826.320000 sec): 3 clusters
  Score: Raw -7454914.914767 + Penalty 3635.315900 = -7451279.598867
  nChanged 47
		SP:Iteration 66Q (11826.830000 sec): 3 clusters
  Score: Raw -7454929.729220 + Penalty 3635.315900 = -7451294.413320
  nChanged 46
		SP:Iteration 67Q (11827.290000 sec): 3 clusters
  Score: Raw -7454942.384286 + Penalty 3635.315900 = -7451307.068386
  nChanged 36
		SP:Iteration 68Q (11827.750000 sec): 3 clusters
  Score: Raw -7454950.556878 + Penalty 3635.315900 = -7451315.240978
  nChanged 25
		SP:Iteration 69Q (11828.210000 sec): 3 clusters
  Score: Raw -7454957.377287 + Penalty 3635.315900 = -7451322.061387
  nChanged 28
		SP:Iteration 70Q (11828.680000 sec): 3 clusters
  Score: Raw -7454965.406557 + Penalty 3635.315900 = -7451330.090657
  nChanged 27
		SP:Iteration 71Q (11829.200000 sec): 3 clusters
  Score: Raw -7454972.811787 + Penalty 3635.315900 = -7451337.495887
  nChanged 21
		SP:Iteration 72Q (11829.730000 sec): 3 clusters
  Score: Raw -7454978.272453 + Penalty 3635.315900 = -7451342.956553
  nChanged 19
		SP:Iteration 73Q (11830.180000 sec): 3 clusters
  Score: Raw -7454984.149557 + Penalty 3635.315900 = -7451348.833657
  nChanged 20
		SP:Iteration 74Q (11830.650000 sec): 3 clusters
  Score: Raw -7454990.819644 + Penalty 3635.315900 = -7451355.503744
  nChanged 23
		SP:Iteration 75Q (11831.090000 sec): 3 clusters
  Score: Raw -7454997.605635 + Penalty 3635.315900 = -7451362.289735
  nChanged 19
		SP:Iteration 76Q (11831.580000 sec): 3 clusters
  Score: Raw -7455003.020285 + Penalty 3635.315900 = -7451367.704385
  nChanged 21
		SP:Iteration 77Q (11832.030000 sec): 3 clusters
  Score: Raw -7455008.767587 + Penalty 3635.315900 = -7451373.451687
  nChanged 26
		SP:Iteration 78Q (11832.460000 sec): 3 clusters
  Score: Raw -7455015.501920 + Penalty 3635.315900 = -7451380.186020
  nChanged 16
		SP:Iteration 79Q (11832.900000 sec): 3 clusters
  Score: Raw -7455020.611938 + Penalty 3635.315900 = -7451385.296038
  nChanged 21
		SP:Iteration 80F (11833.390000 sec): 3 clusters
  Score: Raw -7455025.419883 + Penalty 3635.315900 = -7451390.103983
  nChanged 12
		SP:Iteration 81Q (11833.850000 sec): 3 clusters
  Score: Raw -7455028.587658 + Penalty 3635.315900 = -7451393.271758
  nChanged 11
		SP:Iteration 82Q (11834.320000 sec): 3 clusters
  Score: Raw -7455031.991461 + Penalty 3635.315900 = -7451396.675561
  nChanged 12
		SP:Iteration 83Q (11834.830000 sec): 3 clusters
  Score: Raw -7455035.048810 + Penalty 3635.315900 = -7451399.732909
  nChanged 16
		SP:Iteration 84Q (11835.300000 sec): 3 clusters
  Score: Raw -7455039.160988 + Penalty 3635.315900 = -7451403.845088
  nChanged 10
		SP:Iteration 85Q (11835.780000 sec): 3 clusters
  Score: Raw -7455042.131176 + Penalty 3635.315900 = -7451406.815276
  nChanged 8
		SP:Iteration 86Q (11836.250000 sec): 3 clusters
  Score: Raw -7455043.441765 + Penalty 3635.315900 = -7451408.125865
  nChanged 5
		SP:Iteration 87Q (11836.770000 sec): 3 clusters
  Score: Raw -7455044.288136 + Penalty 3635.315900 = -7451408.972236
  nChanged 3
		SP:Iteration 88Q (11837.240000 sec): 3 clusters
  Score: Raw -7455045.251036 + Penalty 3635.315900 = -7451409.935136
  nChanged 7
		SP:Iteration 89Q (11837.720000 sec): 3 clusters
  Score: Raw -7455046.822609 + Penalty 3635.315900 = -7451411.506709
  nChanged 4
		SP:Iteration 90Q (11838.230000 sec): 3 clusters
  Score: Raw -7455047.551125 + Penalty 3635.315900 = -7451412.235225
  nChanged 3
		SP:Iteration 91Q (11838.690000 sec): 3 clusters
  Score: Raw -7455048.873147 + Penalty 3635.315900 = -7451413.557247
  nChanged 3
		SP:Iteration 92Q (11839.150000 sec): 3 clusters
  Score: Raw -7455049.660080 + Penalty 3635.315900 = -7451414.344180
  nChanged 5
		SP:Iteration 93Q (11839.610000 sec): 3 clusters
  Score: Raw -7455050.247103 + Penalty 3635.315900 = -7451414.931203
  nChanged 2
		SP:Iteration 94Q (11840.080000 sec): 3 clusters
  Score: Raw -7455050.673068 + Penalty 3635.315900 = -7451415.357168
  nChanged 2
		SP:Iteration 95Q (11840.550000 sec): 3 clusters
  Score: Raw -7455051.014078 + Penalty 3635.315900 = -7451415.698178
  nChanged 4
		SP:Iteration 96Q (11840.970000 sec): 3 clusters
  Score: Raw -7455051.621957 + Penalty 3635.315900 = -7451416.306057
  nChanged 3
		SP:Iteration 97Q (11841.440000 sec): 3 clusters
  Score: Raw -7455052.158802 + Penalty 3635.315900 = -7451416.842902
  nChanged 0
		SP:Iteration 98F (11841.970000 sec): 3 clusters
  Score: Raw -7455052.158802 + Penalty 3635.315900 = -7451416.842902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11842.190000 sec): 2 clusters
  Score: Raw -1949468.549189 + Penalty 1596.305048 = -1947872.244141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11842.460000 sec): 3 clusters
  Score: Raw -1938407.061706 + Penalty 3192.610095 = -1935214.451610
  nChanged 8313
		SP:Iteration 1F (11842.710000 sec): 3 clusters
  Score: Raw -1943109.204946 + Penalty 3192.610095 = -1939916.594851
  nChanged 1072
		SP:Iteration 2F (11843.030000 sec): 3 clusters
  Score: Raw -1943585.824468 + Penalty 3192.610095 = -1940393.214373
  nChanged 1087
		SP:Iteration 3F (11843.340000 sec): 3 clusters
  Score: Raw -1944150.386923 + Penalty 3192.610095 = -1940957.776828
  nChanged 1138
		SP:Iteration 4F (11843.610000 sec): 3 clusters
  Score: Raw -1944793.522290 + Penalty 3192.610095 = -1941600.912195
  nChanged 1184
		SP:Iteration 5F (11843.930000 sec): 3 clusters
  Score: Raw -1945467.251323 + Penalty 3192.610095 = -1942274.641228
  nChanged 1115
		SP:Iteration 6F (11844.200000 sec): 3 clusters
  Score: Raw -1946064.618834 + Penalty 3192.610095 = -1942872.008739
  nChanged 957
		SP:Iteration 7F (11844.520000 sec): 3 clusters
  Score: Raw -1946560.525417 + Penalty 3192.610095 = -1943367.915322
  nChanged 730
		SP:Iteration 8Q (11844.870000 sec): 3 clusters
  Score: Raw -1946924.569650 + Penalty 3192.610095 = -1943731.959554
  nChanged 626
		SP:Iteration 9Q (11845.160000 sec): 3 clusters
  Score: Raw -1947256.189649 + Penalty 3192.610095 = -1944063.579554
  nChanged 548
		SP:Iteration 10Q (11845.460000 sec): 3 clusters
  Score: Raw -1947541.466130 + Penalty 3192.610095 = -1944348.856035
  nChanged 514
		SP:Iteration 11Q (11845.800000 sec): 3 clusters
  Score: Raw -1947821.214486 + Penalty 3192.610095 = -1944628.604391
  nChanged 454
		SP:Iteration 12Q (11846.090000 sec): 3 clusters
  Score: Raw -1948074.633438 + Penalty 3192.610095 = -1944882.023342
  nChanged 409
		SP:Iteration 13Q (11846.370000 sec): 3 clusters
  Score: Raw -1948318.125352 + Penalty 3192.610095 = -1945125.515256
  nChanged 406
		SP:Iteration 14Q (11846.670000 sec): 3 clusters
  Score: Raw -1948595.380799 + Penalty 3192.610095 = -1945402.770704
  nChanged 370
		SP:Iteration 15Q (11847.010000 sec): 3 clusters
  Score: Raw -1948858.079911 + Penalty 3192.610095 = -1945665.469816
  nChanged 294
		SP:Iteration 16Q (11847.330000 sec): 3 clusters
  Score: Raw -1949065.105782 + Penalty 3192.610095 = -1945872.495686
  nChanged 218
		SP:Iteration 17Q (11847.640000 sec): 3 clusters
  Score: Raw -1949211.029813 + Penalty 3192.610095 = -1946018.419718
  nChanged 154
		SP:Iteration 18Q (11847.880000 sec): 3 clusters
  Score: Raw -1949329.286661 + Penalty 3192.610095 = -1946136.676566
  nChanged 133
		SP:Iteration 19Q (11848.230000 sec): 3 clusters
  Score: Raw -1949430.367507 + Penalty 3192.610095 = -1946237.757412
  nChanged 89
		SP:Iteration 20F (11848.490000 sec): 3 clusters
  Score: Raw -1949508.236176 + Penalty 3192.610095 = -1946315.626081
  nChanged 53
		SP:Iteration 21Q (11848.760000 sec): 3 clusters
  Score: Raw -1949555.658870 + Penalty 3192.610095 = -1946363.048774
  nChanged 44
		SP:Iteration 22Q (11849.010000 sec): 3 clusters
  Score: Raw -1949592.222979 + Penalty 3192.610095 = -1946399.612884
  nChanged 39
		SP:Iteration 23Q (11849.230000 sec): 3 clusters
  Score: Raw -1949622.022164 + Penalty 3192.610095 = -1946429.412069
  nChanged 20
		SP:Iteration 24Q (11849.460000 sec): 3 clusters
  Score: Raw -1949635.385657 + Penalty 3192.610095 = -1946442.775562
  nChanged 10
		SP:Iteration 25Q (11849.730000 sec): 3 clusters
  Score: Raw -1949644.013124 + Penalty 3192.610095 = -1946451.403029
  nChanged 4
		SP:Iteration 26Q (11849.990000 sec): 3 clusters
  Score: Raw -1949647.557377 + Penalty 3192.610095 = -1946454.947282
  nChanged 8
		SP:Iteration 27Q (11850.300000 sec): 3 clusters
  Score: Raw -1949655.945377 + Penalty 3192.610095 = -1946463.335282
  nChanged 5
		SP:Iteration 28Q (11850.550000 sec): 3 clusters
  Score: Raw -1949660.162727 + Penalty 3192.610095 = -1946467.552632
  nChanged 5
		SP:Iteration 29Q (11850.890000 sec): 3 clusters
  Score: Raw -1949663.255578 + Penalty 3192.610095 = -1946470.645483
  nChanged 5
		SP:Iteration 30Q (11851.180000 sec): 3 clusters
  Score: Raw -1949666.417425 + Penalty 3192.610095 = -1946473.807330
  nChanged 3
		SP:Iteration 31Q (11851.420000 sec): 3 clusters
  Score: Raw -1949668.548533 + Penalty 3192.610095 = -1946475.938438
  nChanged 1
		SP:Iteration 32Q (11851.730000 sec): 3 clusters
  Score: Raw -1949669.712385 + Penalty 3192.610095 = -1946477.102290
  nChanged 1
		SP:Iteration 33Q (11852.060000 sec): 3 clusters
  Score: Raw -1949670.035708 + Penalty 3192.610095 = -1946477.425612
  nChanged 0
		SP:Iteration 34F (11852.360000 sec): 3 clusters
  Score: Raw -1949670.035708 + Penalty 3192.610095 = -1946477.425612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (44518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11852.670000 sec): 2 clusters
  Score: Raw -4371801.898449 + Penalty 1739.342943 = -4370062.555506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11853.050000 sec): 3 clusters
  Score: Raw -4343649.862003 + Penalty 3478.685886 = -4340171.176117
  nChanged 20745
		SP:Iteration 1F (11853.390000 sec): 3 clusters
  Score: Raw -4355590.380057 + Penalty 3478.685886 = -4352111.694171
  nChanged 2049
		SP:Iteration 2Q (11853.790000 sec): 3 clusters
  Score: Raw -4356282.076866 + Penalty 3478.685886 = -4352803.390980
  nChanged 2018
		SP:Iteration 3Q (11854.200000 sec): 3 clusters
  Score: Raw -4357110.047565 + Penalty 3478.685886 = -4353631.361679
  nChanged 2205
		SP:Iteration 4Q (11854.570000 sec): 3 clusters
  Score: Raw -4358141.325963 + Penalty 3478.685886 = -4354662.640077
  nChanged 2436
		SP:Iteration 5F (11854.890000 sec): 3 clusters
  Score: Raw -4359520.539421 + Penalty 3478.685886 = -4356041.853535
  nChanged 2680
		SP:Iteration 6F (11855.300000 sec): 3 clusters
  Score: Raw -4361372.412456 + Penalty 3478.685886 = -4357893.726570
  nChanged 2925
		SP:Iteration 7F (11855.670000 sec): 3 clusters
  Score: Raw -4363596.056050 + Penalty 3478.685886 = -4360117.370164
  nChanged 2760
		SP:Iteration 8F (11856.070000 sec): 3 clusters
  Score: Raw -4365442.017505 + Penalty 3478.685886 = -4361963.331619
  nChanged 2146
		SP:Iteration 9Q (11856.440000 sec): 3 clusters
  Score: Raw -4366542.912162 + Penalty 3478.685886 = -4363064.226276
  nChanged 1489
		SP:Iteration 10Q (11856.890000 sec): 3 clusters
  Score: Raw -4367098.834751 + Penalty 3478.685886 = -4363620.148865
  nChanged 1025
		SP:Iteration 11Q (11857.300000 sec): 3 clusters
  Score: Raw -4367410.039361 + Penalty 3478.685886 = -4363931.353475
  nChanged 786
		SP:Iteration 12Q (11857.660000 sec): 3 clusters
  Score: Raw -4367642.341486 + Penalty 3478.685886 = -4364163.655600
  nChanged 684
		SP:Iteration 13Q (11858.000000 sec): 3 clusters
  Score: Raw -4367835.924326 + Penalty 3478.685886 = -4364357.238439
  nChanged 642
		SP:Iteration 14Q (11858.370000 sec): 3 clusters
  Score: Raw -4368007.081953 + Penalty 3478.685886 = -4364528.396067
  nChanged 544
		SP:Iteration 15Q (11858.720000 sec): 3 clusters
  Score: Raw -4368135.713065 + Penalty 3478.685886 = -4364657.027179
  nChanged 466
		SP:Iteration 16Q (11859.110000 sec): 3 clusters
  Score: Raw -4368231.440206 + Penalty 3478.685886 = -4364752.754319
  nChanged 406
		SP:Iteration 17Q (11859.460000 sec): 3 clusters
  Score: Raw -4368310.650144 + Penalty 3478.685886 = -4364831.964257
  nChanged 347
		SP:Iteration 18Q (11859.850000 sec): 3 clusters
  Score: Raw -4368369.900067 + Penalty 3478.685886 = -4364891.214181
  nChanged 346
		SP:Iteration 19Q (11860.230000 sec): 3 clusters
  Score: Raw -4368428.176845 + Penalty 3478.685886 = -4364949.490959
  nChanged 331
		SP:Iteration 20F (11860.590000 sec): 3 clusters
  Score: Raw -4368482.913999 + Penalty 3478.685886 = -4365004.228113
  nChanged 309
		SP:Iteration 21Q (11860.940000 sec): 3 clusters
  Score: Raw -4368532.894561 + Penalty 3478.685886 = -4365054.208675
  nChanged 304
		SP:Iteration 22Q (11861.290000 sec): 3 clusters
  Score: Raw -4368584.528391 + Penalty 3478.685886 = -4365105.842505
  nChanged 319
		SP:Iteration 23Q (11861.650000 sec): 3 clusters
  Score: Raw -4368635.880990 + Penalty 3478.685886 = -4365157.195104
  nChanged 289
		SP:Iteration 24Q (11862.070000 sec): 3 clusters
  Score: Raw -4368683.939765 + Penalty 3478.685886 = -4365205.253878
  nChanged 295
		SP:Iteration 25Q (11862.420000 sec): 3 clusters
  Score: Raw -4368737.981927 + Penalty 3478.685886 = -4365259.296041
  nChanged 318
		SP:Iteration 26Q (11862.850000 sec): 3 clusters
  Score: Raw -4368799.414831 + Penalty 3478.685886 = -4365320.728945
  nChanged 325
		SP:Iteration 27Q (11863.230000 sec): 3 clusters
  Score: Raw -4368862.654406 + Penalty 3478.685886 = -4365383.968520
  nChanged 306
		SP:Iteration 28Q (11863.650000 sec): 3 clusters
  Score: Raw -4368924.817787 + Penalty 3478.685886 = -4365446.131900
  nChanged 296
		SP:Iteration 29Q (11863.970000 sec): 3 clusters
  Score: Raw -4368980.586620 + Penalty 3478.685886 = -4365501.900734
  nChanged 296
		SP:Iteration 30Q (11864.320000 sec): 3 clusters
  Score: Raw -4369034.367269 + Penalty 3478.685886 = -4365555.681382
  nChanged 312
		SP:Iteration 31Q (11864.730000 sec): 3 clusters
  Score: Raw -4369100.512079 + Penalty 3478.685886 = -4365621.826193
  nChanged 355
		SP:Iteration 32Q (11865.100000 sec): 3 clusters
  Score: Raw -4369181.251322 + Penalty 3478.685886 = -4365702.565435
  nChanged 359
		SP:Iteration 33Q (11865.510000 sec): 3 clusters
  Score: Raw -4369260.245976 + Penalty 3478.685886 = -4365781.560090
  nChanged 344
		SP:Iteration 34Q (11865.900000 sec): 3 clusters
  Score: Raw -4369329.411646 + Penalty 3478.685886 = -4365850.725759
  nChanged 343
		SP:Iteration 35Q (11866.330000 sec): 3 clusters
  Score: Raw -4369395.352666 + Penalty 3478.685886 = -4365916.666780
  nChanged 341
		SP:Iteration 36Q (11866.660000 sec): 3 clusters
  Score: Raw -4369469.016311 + Penalty 3478.685886 = -4365990.330425
  nChanged 346
		SP:Iteration 37Q (11867.070000 sec): 3 clusters
  Score: Raw -4369556.629234 + Penalty 3478.685886 = -4366077.943348
  nChanged 399
		SP:Iteration 38Q (11867.450000 sec): 3 clusters
  Score: Raw -4369658.098660 + Penalty 3478.685886 = -4366179.412773
  nChanged 402
		SP:Iteration 39Q (11867.800000 sec): 3 clusters
  Score: Raw -4369747.514298 + Penalty 3478.685886 = -4366268.828412
  nChanged 354
		SP:Iteration 40F (11868.130000 sec): 3 clusters
  Score: Raw -4369828.577853 + Penalty 3478.685886 = -4366349.891967
  nChanged 371
		SP:Iteration 41Q (11868.530000 sec): 3 clusters
  Score: Raw -4369911.931271 + Penalty 3478.685886 = -4366433.245385
  nChanged 376
		SP:Iteration 42Q (11868.850000 sec): 3 clusters
  Score: Raw -4369998.913494 + Penalty 3478.685886 = -4366520.227608
  nChanged 362
		SP:Iteration 43Q (11869.290000 sec): 3 clusters
  Score: Raw -4370078.594538 + Penalty 3478.685886 = -4366599.908652
  nChanged 371
		SP:Iteration 44Q (11869.680000 sec): 3 clusters
  Score: Raw -4370150.456189 + Penalty 3478.685886 = -4366671.770303
  nChanged 314
		SP:Iteration 45Q (11870.080000 sec): 3 clusters
  Score: Raw -4370206.800954 + Penalty 3478.685886 = -4366728.115067
  nChanged 317
		SP:Iteration 46Q (11870.440000 sec): 3 clusters
  Score: Raw -4370266.197491 + Penalty 3478.685886 = -4366787.511604
  nChanged 297
		SP:Iteration 47Q (11870.820000 sec): 3 clusters
  Score: Raw -4370318.976082 + Penalty 3478.685886 = -4366840.290196
  nChanged 288
		SP:Iteration 48Q (11871.170000 sec): 3 clusters
  Score: Raw -4370367.969003 + Penalty 3478.685886 = -4366889.283117
  nChanged 254
		SP:Iteration 49Q (11871.550000 sec): 3 clusters
  Score: Raw -4370408.996091 + Penalty 3478.685886 = -4366930.310205
  nChanged 257
		SP:Iteration 50Q (11871.950000 sec): 3 clusters
  Score: Raw -4370446.657411 + Penalty 3478.685886 = -4366967.971525
  nChanged 250
		SP:Iteration 51Q (11872.300000 sec): 3 clusters
  Score: Raw -4370483.501280 + Penalty 3478.685886 = -4367004.815393
  nChanged 255
		SP:Iteration 52Q (11872.740000 sec): 3 clusters
  Score: Raw -4370519.288703 + Penalty 3478.685886 = -4367040.602817
  nChanged 225
		SP:Iteration 53Q (11873.150000 sec): 3 clusters
  Score: Raw -4370549.645793 + Penalty 3478.685886 = -4367070.959907
  nChanged 237
		SP:Iteration 54Q (11873.570000 sec): 3 clusters
  Score: Raw -4370580.480911 + Penalty 3478.685886 = -4367101.795025
  nChanged 227
		SP:Iteration 55Q (11873.960000 sec): 3 clusters
  Score: Raw -4370608.430557 + Penalty 3478.685886 = -4367129.744671
  nChanged 207
		SP:Iteration 56Q (11874.370000 sec): 3 clusters
  Score: Raw -4370635.203415 + Penalty 3478.685886 = -4367156.517528
  nChanged 211
		SP:Iteration 57Q (11874.810000 sec): 3 clusters
  Score: Raw -4370660.994676 + Penalty 3478.685886 = -4367182.308790
  nChanged 184
		SP:Iteration 58Q (11875.220000 sec): 3 clusters
  Score: Raw -4370683.741979 + Penalty 3478.685886 = -4367205.056093
  nChanged 192
		SP:Iteration 59Q (11875.660000 sec): 3 clusters
  Score: Raw -4370707.309212 + Penalty 3478.685886 = -4367228.623326
  nChanged 177
		SP:Iteration 60F (11876.070000 sec): 3 clusters
  Score: Raw -4370727.927766 + Penalty 3478.685886 = -4367249.241880
  nChanged 175
		SP:Iteration 61Q (11876.460000 sec): 3 clusters
  Score: Raw -4370749.107103 + Penalty 3478.685886 = -4367270.421217
  nChanged 164
		SP:Iteration 62Q (11876.840000 sec): 3 clusters
  Score: Raw -4370767.226084 + Penalty 3478.685886 = -4367288.540198
  nChanged 157
		SP:Iteration 63Q (11877.200000 sec): 3 clusters
  Score: Raw -4370784.255752 + Penalty 3478.685886 = -4367305.569866
  nChanged 144
		SP:Iteration 64Q (11877.570000 sec): 3 clusters
  Score: Raw -4370799.151966 + Penalty 3478.685886 = -4367320.466080
  nChanged 141
		SP:Iteration 65Q (11877.950000 sec): 3 clusters
  Score: Raw -4370813.504399 + Penalty 3478.685886 = -4367334.818513
  nChanged 121
		SP:Iteration 66Q (11878.370000 sec): 3 clusters
  Score: Raw -4370824.967467 + Penalty 3478.685886 = -4367346.281581
  nChanged 115
		SP:Iteration 67Q (11878.810000 sec): 3 clusters
  Score: Raw -4370835.553080 + Penalty 3478.685886 = -4367356.867193
  nChanged 113
		SP:Iteration 68Q (11879.160000 sec): 3 clusters
  Score: Raw -4370847.075308 + Penalty 3478.685886 = -4367368.389421
  nChanged 116
		SP:Iteration 69Q (11879.550000 sec): 3 clusters
  Score: Raw -4370858.651712 + Penalty 3478.685886 = -4367379.965826
  nChanged 120
		SP:Iteration 70Q (11880.010000 sec): 3 clusters
  Score: Raw -4370870.765807 + Penalty 3478.685886 = -4367392.079921
  nChanged 133
		SP:Iteration 71Q (11880.400000 sec): 3 clusters
  Score: Raw -4370882.651594 + Penalty 3478.685886 = -4367403.965708
  nChanged 109
		SP:Iteration 72Q (11880.800000 sec): 3 clusters
  Score: Raw -4370893.844492 + Penalty 3478.685886 = -4367415.158606
  nChanged 114
		SP:Iteration 73Q (11881.200000 sec): 3 clusters
  Score: Raw -4370907.920856 + Penalty 3478.685886 = -4367429.234970
  nChanged 126
		SP:Iteration 74Q (11881.620000 sec): 3 clusters
  Score: Raw -4370922.819357 + Penalty 3478.685886 = -4367444.133471
  nChanged 140
		SP:Iteration 75Q (11882.060000 sec): 3 clusters
  Score: Raw -4370940.825521 + Penalty 3478.685886 = -4367462.139634
  nChanged 150
		SP:Iteration 76Q (11882.490000 sec): 3 clusters
  Score: Raw -4370960.762964 + Penalty 3478.685886 = -4367482.077078
  nChanged 159
		SP:Iteration 77Q (11882.880000 sec): 3 clusters
  Score: Raw -4370981.959707 + Penalty 3478.685886 = -4367503.273821
  nChanged 169
		SP:Iteration 78Q (11883.330000 sec): 3 clusters
  Score: Raw -4371008.502862 + Penalty 3478.685886 = -4367529.816976
  nChanged 197
		SP:Iteration 79Q (11883.710000 sec): 3 clusters
  Score: Raw -4371039.374589 + Penalty 3478.685886 = -4367560.688703
  nChanged 187
		SP:Iteration 80F (11884.120000 sec): 3 clusters
  Score: Raw -4371067.851125 + Penalty 3478.685886 = -4367589.165239
  nChanged 197
		SP:Iteration 81Q (11884.480000 sec): 3 clusters
  Score: Raw -4371100.908397 + Penalty 3478.685886 = -4367622.222511
  nChanged 213
		SP:Iteration 82Q (11884.910000 sec): 3 clusters
  Score: Raw -4371140.773083 + Penalty 3478.685886 = -4367662.087196
  nChanged 232
		SP:Iteration 83Q (11885.340000 sec): 3 clusters
  Score: Raw -4371183.550016 + Penalty 3478.685886 = -4367704.864130
  nChanged 245
		SP:Iteration 84Q (11885.760000 sec): 3 clusters
  Score: Raw -4371230.815802 + Penalty 3478.685886 = -4367752.129916
  nChanged 234
		SP:Iteration 85Q (11886.160000 sec): 3 clusters
  Score: Raw -4371275.750739 + Penalty 3478.685886 = -4367797.064852
  nChanged 228
		SP:Iteration 86Q (11886.540000 sec): 3 clusters
  Score: Raw -4371318.005860 + Penalty 3478.685886 = -4367839.319974
  nChanged 244
		SP:Iteration 87Q (11886.890000 sec): 3 clusters
  Score: Raw -4371366.151159 + Penalty 3478.685886 = -4367887.465273
  nChanged 229
		SP:Iteration 88Q (11887.270000 sec): 3 clusters
  Score: Raw -4371410.167826 + Penalty 3478.685886 = -4367931.481939
  nChanged 203
		SP:Iteration 89Q (11887.630000 sec): 3 clusters
  Score: Raw -4371450.553703 + Penalty 3478.685886 = -4367971.867817
  nChanged 205
		SP:Iteration 90Q (11888.000000 sec): 3 clusters
  Score: Raw -4371495.007835 + Penalty 3478.685886 = -4368016.321949
  nChanged 225
		SP:Iteration 91Q (11888.370000 sec): 3 clusters
  Score: Raw -4371544.467474 + Penalty 3478.685886 = -4368065.781588
  nChanged 219
		SP:Iteration 92Q (11888.730000 sec): 3 clusters
  Score: Raw -4371588.796441 + Penalty 3478.685886 = -4368110.110554
  nChanged 219
		SP:Iteration 93Q (11889.140000 sec): 3 clusters
  Score: Raw -4371640.459646 + Penalty 3478.685886 = -4368161.773760
  nChanged 249
		SP:Iteration 94Q (11889.540000 sec): 3 clusters
  Score: Raw -4371706.495723 + Penalty 3478.685886 = -4368227.809837
  nChanged 238
		SP:Iteration 95Q (11889.930000 sec): 3 clusters
  Score: Raw -4371777.846719 + Penalty 3478.685886 = -4368299.160833
  nChanged 235
		SP:Iteration 96Q (11890.300000 sec): 3 clusters
  Score: Raw -4371845.977003 + Penalty 3478.685886 = -4368367.291117
  nChanged 260
		SP:Iteration 97Q (11890.670000 sec): 3 clusters
  Score: Raw -4371922.674090 + Penalty 3478.685886 = -4368443.988204
  nChanged 235
		SP:Iteration 98Q (11891.010000 sec): 3 clusters
  Score: Raw -4371990.861241 + Penalty 3478.685886 = -4368512.175354
  nChanged 211
		SP:Iteration 99Q (11891.330000 sec): 3 clusters
  Score: Raw -4372053.549686 + Penalty 3478.685886 = -4368574.863800
  nChanged 201
		SP:Iteration 100F (11891.730000 sec): 3 clusters
  Score: Raw -4372118.013187 + Penalty 3478.685886 = -4368639.327301
  nChanged 200
		SP:Iteration 101Q (11892.040000 sec): 3 clusters
  Score: Raw -4372176.989078 + Penalty 3478.685886 = -4368698.303192
  nChanged 162
		SP:Iteration 102Q (11892.430000 sec): 3 clusters
  Score: Raw -4372224.051990 + Penalty 3478.685886 = -4368745.366103
  nChanged 144
		SP:Iteration 103Q (11892.760000 sec): 3 clusters
  Score: Raw -4372265.624446 + Penalty 3478.685886 = -4368786.938560
  nChanged 128
		SP:Iteration 104Q (11893.120000 sec): 3 clusters
  Score: Raw -4372301.587432 + Penalty 3478.685886 = -4368822.901546
  nChanged 113
		SP:Iteration 105Q (11893.500000 sec): 3 clusters
  Score: Raw -4372333.827043 + Penalty 3478.685886 = -4368855.141156
  nChanged 110
		SP:Iteration 106Q (11893.890000 sec): 3 clusters
  Score: Raw -4372366.555827 + Penalty 3478.685886 = -4368887.869940
  nChanged 91
		SP:Iteration 107Q (11894.270000 sec): 3 clusters
  Score: Raw -4372391.224683 + Penalty 3478.685886 = -4368912.538797
  nChanged 81
		SP:Iteration 108Q (11894.710000 sec): 3 clusters
  Score: Raw -4372410.460873 + Penalty 3478.685886 = -4368931.774987
  nChanged 74
		SP:Iteration 109Q (11895.070000 sec): 3 clusters
  Score: Raw -4372428.724900 + Penalty 3478.685886 = -4368950.039014
  nChanged 58
		SP:Iteration 110Q (11895.420000 sec): 3 clusters
  Score: Raw -4372443.622413 + Penalty 3478.685886 = -4368964.936527
  nChanged 69
		SP:Iteration 111Q (11895.830000 sec): 3 clusters
  Score: Raw -4372464.532271 + Penalty 3478.685886 = -4368985.846384
  nChanged 63
		SP:Iteration 112Q (11896.150000 sec): 3 clusters
  Score: Raw -4372483.832889 + Penalty 3478.685886 = -4369005.147002
  nChanged 52
		SP:Iteration 113Q (11896.490000 sec): 3 clusters
  Score: Raw -4372501.415334 + Penalty 3478.685886 = -4369022.729448
  nChanged 60
		SP:Iteration 114Q (11896.810000 sec): 3 clusters
  Score: Raw -4372517.807370 + Penalty 3478.685886 = -4369039.121484
  nChanged 48
		SP:Iteration 115Q (11897.150000 sec): 3 clusters
  Score: Raw -4372531.001540 + Penalty 3478.685886 = -4369052.315653
  nChanged 51
		SP:Iteration 116Q (11897.560000 sec): 3 clusters
  Score: Raw -4372541.270240 + Penalty 3478.685886 = -4369062.584353
  nChanged 43
		SP:Iteration 117Q (11897.890000 sec): 3 clusters
  Score: Raw -4372552.042016 + Penalty 3478.685886 = -4369073.356130
  nChanged 40
		SP:Iteration 118Q (11898.200000 sec): 3 clusters
  Score: Raw -4372561.887736 + Penalty 3478.685886 = -4369083.201850
  nChanged 39
		SP:Iteration 119Q (11898.580000 sec): 3 clusters
  Score: Raw -4372569.975590 + Penalty 3478.685886 = -4369091.289704
  nChanged 32
		SP:Iteration 120F (11898.940000 sec): 3 clusters
  Score: Raw -4372578.222805 + Penalty 3478.685886 = -4369099.536919
  nChanged 31
		SP:Iteration 121Q (11899.250000 sec): 3 clusters
  Score: Raw -4372585.745873 + Penalty 3478.685886 = -4369107.059986
  nChanged 30
		SP:Iteration 122Q (11899.640000 sec): 3 clusters
  Score: Raw -4372592.087158 + Penalty 3478.685886 = -4369113.401272
  nChanged 23
		SP:Iteration 123Q (11900.000000 sec): 3 clusters
  Score: Raw -4372596.984035 + Penalty 3478.685886 = -4369118.298149
  nChanged 22
		SP:Iteration 124Q (11900.370000 sec): 3 clusters
  Score: Raw -4372601.356802 + Penalty 3478.685886 = -4369122.670916
  nChanged 14
		SP:Iteration 125Q (11900.710000 sec): 3 clusters
  Score: Raw -4372604.029526 + Penalty 3478.685886 = -4369125.343640
  nChanged 11
		SP:Iteration 126Q (11901.080000 sec): 3 clusters
  Score: Raw -4372606.886595 + Penalty 3478.685886 = -4369128.200708
  nChanged 16
		SP:Iteration 127Q (11901.470000 sec): 3 clusters
  Score: Raw -4372610.199746 + Penalty 3478.685886 = -4369131.513860
  nChanged 15
		SP:Iteration 128Q (11901.820000 sec): 3 clusters
  Score: Raw -4372612.156156 + Penalty 3478.685886 = -4369133.470270
  nChanged 1
		SP:Iteration 129Q (11902.160000 sec): 3 clusters
  Score: Raw -4372612.224771 + Penalty 3478.685886 = -4369133.538884
  nChanged 1
		SP:Iteration 130Q (11902.520000 sec): 3 clusters
  Score: Raw -4372612.339460 + Penalty 3478.685886 = -4369133.653574
  nChanged 1
		SP:Iteration 131Q (11902.910000 sec): 3 clusters
  Score: Raw -4372612.395307 + Penalty 3478.685886 = -4369133.709421
  nChanged 0
		SP:Iteration 132F (11903.250000 sec): 3 clusters
  Score: Raw -4372612.395307 + Penalty 3478.685886 = -4369133.709421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (18098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11903.430000 sec): 2 clusters
  Score: Raw -1863185.111898 + Penalty 1593.077966 = -1861592.033932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11903.730000 sec): 3 clusters
  Score: Raw -1852318.912338 + Penalty 3186.155932 = -1849132.756406
  nChanged 8184
		SP:Iteration 1F (11903.980000 sec): 3 clusters
  Score: Raw -1856771.054934 + Penalty 3186.155932 = -1853584.899002
  nChanged 1005
		SP:Iteration 2F (11904.210000 sec): 3 clusters
  Score: Raw -1857211.804934 + Penalty 3186.155932 = -1854025.649002
  nChanged 997
		SP:Iteration 3F (11904.520000 sec): 3 clusters
  Score: Raw -1857746.348067 + Penalty 3186.155932 = -1854560.192135
  nChanged 1144
		SP:Iteration 4F (11904.750000 sec): 3 clusters
  Score: Raw -1858439.194541 + Penalty 3186.155932 = -1855253.038609
  nChanged 1205
		SP:Iteration 5F (11905.020000 sec): 3 clusters
  Score: Raw -1859252.281102 + Penalty 3186.155932 = -1856066.125170
  nChanged 1230
		SP:Iteration 6F (11905.310000 sec): 3 clusters
  Score: Raw -1860088.046164 + Penalty 3186.155932 = -1856901.890232
  nChanged 1121
		SP:Iteration 7F (11905.610000 sec): 3 clusters
  Score: Raw -1860776.250144 + Penalty 3186.155932 = -1857590.094212
  nChanged 852
		SP:Iteration 8Q (11905.880000 sec): 3 clusters
  Score: Raw -1861198.608844 + Penalty 3186.155932 = -1858012.452912
  nChanged 624
		SP:Iteration 9Q (11906.180000 sec): 3 clusters
  Score: Raw -1861454.074362 + Penalty 3186.155932 = -1858267.918430
  nChanged 479
		SP:Iteration 10Q (11906.420000 sec): 3 clusters
  Score: Raw -1861612.910664 + Penalty 3186.155932 = -1858426.754732
  nChanged 366
		SP:Iteration 11Q (11906.750000 sec): 3 clusters
  Score: Raw -1861724.824507 + Penalty 3186.155932 = -1858538.668575
  nChanged 285
		SP:Iteration 12Q (11907.020000 sec): 3 clusters
  Score: Raw -1861804.647658 + Penalty 3186.155932 = -1858618.491726
  nChanged 227
		SP:Iteration 13Q (11907.220000 sec): 3 clusters
  Score: Raw -1861867.109804 + Penalty 3186.155932 = -1858680.953872
  nChanged 198
		SP:Iteration 14Q (11907.500000 sec): 3 clusters
  Score: Raw -1861922.369200 + Penalty 3186.155932 = -1858736.213268
  nChanged 183
		SP:Iteration 15Q (11907.750000 sec): 3 clusters
  Score: Raw -1861983.823209 + Penalty 3186.155932 = -1858797.667277
  nChanged 198
		SP:Iteration 16Q (11908.020000 sec): 3 clusters
  Score: Raw -1862052.735533 + Penalty 3186.155932 = -1858866.579601
  nChanged 222
		SP:Iteration 17Q (11908.300000 sec): 3 clusters
  Score: Raw -1862135.665300 + Penalty 3186.155932 = -1858949.509368
  nChanged 238
		SP:Iteration 18Q (11908.610000 sec): 3 clusters
  Score: Raw -1862241.852720 + Penalty 3186.155932 = -1859055.696788
  nChanged 248
		SP:Iteration 19Q (11908.870000 sec): 3 clusters
  Score: Raw -1862361.906410 + Penalty 3186.155932 = -1859175.750478
  nChanged 246
		SP:Iteration 20F (11909.130000 sec): 3 clusters
  Score: Raw -1862479.359280 + Penalty 3186.155932 = -1859293.203348
  nChanged 249
		SP:Iteration 21Q (11909.400000 sec): 3 clusters
  Score: Raw -1862609.921195 + Penalty 3186.155932 = -1859423.765263
  nChanged 253
		SP:Iteration 22Q (11909.640000 sec): 3 clusters
  Score: Raw -1862729.764064 + Penalty 3186.155932 = -1859543.608132
  nChanged 237
		SP:Iteration 23Q (11909.890000 sec): 3 clusters
  Score: Raw -1862835.596155 + Penalty 3186.155932 = -1859649.440223
  nChanged 235
		SP:Iteration 24Q (11910.150000 sec): 3 clusters
  Score: Raw -1862961.174010 + Penalty 3186.155932 = -1859775.018078
  nChanged 223
		SP:Iteration 25Q (11910.430000 sec): 3 clusters
  Score: Raw -1863075.245688 + Penalty 3186.155932 = -1859889.089756
  nChanged 179
		SP:Iteration 26Q (11910.690000 sec): 3 clusters
  Score: Raw -1863148.084553 + Penalty 3186.155932 = -1859961.928621
  nChanged 144
		SP:Iteration 27Q (11910.930000 sec): 3 clusters
  Score: Raw -1863206.713575 + Penalty 3186.155932 = -1860020.557643
  nChanged 141
		SP:Iteration 28Q (11911.190000 sec): 3 clusters
  Score: Raw -1863264.208925 + Penalty 3186.155932 = -1860078.052993
  nChanged 133
		SP:Iteration 29Q (11911.430000 sec): 3 clusters
  Score: Raw -1863315.711767 + Penalty 3186.155932 = -1860129.555835
  nChanged 124
		SP:Iteration 30Q (11911.710000 sec): 3 clusters
  Score: Raw -1863362.220071 + Penalty 3186.155932 = -1860176.064139
  nChanged 120
		SP:Iteration 31Q (11911.980000 sec): 3 clusters
  Score: Raw -1863413.883043 + Penalty 3186.155932 = -1860227.727111
  nChanged 115
		SP:Iteration 32Q (11912.190000 sec): 3 clusters
  Score: Raw -1863464.697920 + Penalty 3186.155932 = -1860278.541988
  nChanged 91
		SP:Iteration 33Q (11912.480000 sec): 3 clusters
  Score: Raw -1863503.670206 + Penalty 3186.155932 = -1860317.514274
  nChanged 97
		SP:Iteration 34Q (11912.740000 sec): 3 clusters
  Score: Raw -1863541.693470 + Penalty 3186.155932 = -1860355.537538
  nChanged 91
		SP:Iteration 35Q (11912.970000 sec): 3 clusters
  Score: Raw -1863580.235115 + Penalty 3186.155932 = -1860394.079183
  nChanged 84
		SP:Iteration 36Q (11913.210000 sec): 3 clusters
  Score: Raw -1863610.440949 + Penalty 3186.155932 = -1860424.285017
  nChanged 72
		SP:Iteration 37Q (11913.410000 sec): 3 clusters
  Score: Raw -1863632.443515 + Penalty 3186.155932 = -1860446.287583
  nChanged 68
		SP:Iteration 38Q (11913.690000 sec): 3 clusters
  Score: Raw -1863654.129223 + Penalty 3186.155932 = -1860467.973290
  nChanged 60
		SP:Iteration 39Q (11913.880000 sec): 3 clusters
  Score: Raw -1863674.455330 + Penalty 3186.155932 = -1860488.299398
  nChanged 51
		SP:Iteration 40F (11914.080000 sec): 3 clusters
  Score: Raw -1863692.496959 + Penalty 3186.155932 = -1860506.341027
  nChanged 47
		SP:Iteration 41Q (11914.300000 sec): 3 clusters
  Score: Raw -1863712.355730 + Penalty 3186.155932 = -1860526.199798
  nChanged 47
		SP:Iteration 42Q (11914.530000 sec): 3 clusters
  Score: Raw -1863732.719917 + Penalty 3186.155932 = -1860546.563985
  nChanged 45
		SP:Iteration 43Q (11914.750000 sec): 3 clusters
  Score: Raw -1863749.236549 + Penalty 3186.155932 = -1860563.080617
  nChanged 35
		SP:Iteration 44Q (11915.010000 sec): 3 clusters
  Score: Raw -1863760.128782 + Penalty 3186.155932 = -1860573.972850
  nChanged 35
		SP:Iteration 45Q (11915.230000 sec): 3 clusters
  Score: Raw -1863771.010945 + Penalty 3186.155932 = -1860584.855013
  nChanged 34
		SP:Iteration 46Q (11915.460000 sec): 3 clusters
  Score: Raw -1863783.049331 + Penalty 3186.155932 = -1860596.893399
  nChanged 29
		SP:Iteration 47Q (11915.680000 sec): 3 clusters
  Score: Raw -1863795.192253 + Penalty 3186.155932 = -1860609.036321
  nChanged 30
		SP:Iteration 48Q (11915.950000 sec): 3 clusters
  Score: Raw -1863805.473464 + Penalty 3186.155932 = -1860619.317532
  nChanged 37
		SP:Iteration 49Q (11916.220000 sec): 3 clusters
  Score: Raw -1863817.270987 + Penalty 3186.155932 = -1860631.115055
  nChanged 28
		SP:Iteration 50Q (11916.460000 sec): 3 clusters
  Score: Raw -1863825.551786 + Penalty 3186.155932 = -1860639.395854
  nChanged 24
		SP:Iteration 51Q (11916.690000 sec): 3 clusters
  Score: Raw -1863832.978553 + Penalty 3186.155932 = -1860646.822621
  nChanged 27
		SP:Iteration 52Q (11916.990000 sec): 3 clusters
  Score: Raw -1863839.774231 + Penalty 3186.155932 = -1860653.618299
  nChanged 21
		SP:Iteration 53Q (11917.240000 sec): 3 clusters
  Score: Raw -1863845.247317 + Penalty 3186.155932 = -1860659.091385
  nChanged 17
		SP:Iteration 54Q (11917.460000 sec): 3 clusters
  Score: Raw -1863849.030546 + Penalty 3186.155932 = -1860662.874614
  nChanged 13
		SP:Iteration 55Q (11917.690000 sec): 3 clusters
  Score: Raw -1863852.393983 + Penalty 3186.155932 = -1860666.238051
  nChanged 12
		SP:Iteration 56Q (11917.950000 sec): 3 clusters
  Score: Raw -1863855.357400 + Penalty 3186.155932 = -1860669.201468
  nChanged 10
		SP:Iteration 57Q (11918.230000 sec): 3 clusters
  Score: Raw -1863857.393513 + Penalty 3186.155932 = -1860671.237581
  nChanged 10
		SP:Iteration 58Q (11918.450000 sec): 3 clusters
  Score: Raw -1863859.941991 + Penalty 3186.155932 = -1860673.786059
  nChanged 16
		SP:Iteration 59Q (11918.720000 sec): 3 clusters
  Score: Raw -1863865.000739 + Penalty 3186.155932 = -1860678.844807
  nChanged 10
		SP:Iteration 60F (11919.000000 sec): 3 clusters
  Score: Raw -1863868.081567 + Penalty 3186.155932 = -1860681.925635
  nChanged 8
		SP:Iteration 61Q (11919.220000 sec): 3 clusters
  Score: Raw -1863870.712299 + Penalty 3186.155932 = -1860684.556367
  nChanged 6
		SP:Iteration 62Q (11919.490000 sec): 3 clusters
  Score: Raw -1863872.573396 + Penalty 3186.155932 = -1860686.417464
  nChanged 8
		SP:Iteration 63Q (11919.760000 sec): 3 clusters
  Score: Raw -1863874.890731 + Penalty 3186.155932 = -1860688.734799
  nChanged 13
		SP:Iteration 64Q (11919.980000 sec): 3 clusters
  Score: Raw -1863879.016075 + Penalty 3186.155932 = -1860692.860143
  nChanged 11
		SP:Iteration 65Q (11920.260000 sec): 3 clusters
  Score: Raw -1863881.681353 + Penalty 3186.155932 = -1860695.525421
  nChanged 12
		SP:Iteration 66Q (11920.480000 sec): 3 clusters
  Score: Raw -1863886.314313 + Penalty 3186.155932 = -1860700.158381
  nChanged 12
		SP:Iteration 67Q (11920.740000 sec): 3 clusters
  Score: Raw -1863889.798414 + Penalty 3186.155932 = -1860703.642482
  nChanged 9
		SP:Iteration 68Q (11920.990000 sec): 3 clusters
  Score: Raw -1863894.110155 + Penalty 3186.155932 = -1860707.954223
  nChanged 8
		SP:Iteration 69Q (11921.230000 sec): 3 clusters
  Score: Raw -1863898.493406 + Penalty 3186.155932 = -1860712.337474
  nChanged 11
		SP:Iteration 70Q (11921.500000 sec): 3 clusters
  Score: Raw -1863902.356492 + Penalty 3186.155932 = -1860716.200560
  nChanged 12
		SP:Iteration 71Q (11921.680000 sec): 3 clusters
  Score: Raw -1863906.689153 + Penalty 3186.155932 = -1860720.533221
  nChanged 14
		SP:Iteration 72Q (11921.910000 sec): 3 clusters
  Score: Raw -1863911.119694 + Penalty 3186.155932 = -1860724.963762
  nChanged 5
		SP:Iteration 73Q (11922.190000 sec): 3 clusters
  Score: Raw -1863912.099174 + Penalty 3186.155932 = -1860725.943242
  nChanged 2
		SP:Iteration 74Q (11922.400000 sec): 3 clusters
  Score: Raw -1863912.650535 + Penalty 3186.155932 = -1860726.494603
  nChanged 3
		SP:Iteration 75Q (11922.660000 sec): 3 clusters
  Score: Raw -1863913.203746 + Penalty 3186.155932 = -1860727.047814
  nChanged 2
		SP:Iteration 76Q (11922.900000 sec): 3 clusters
  Score: Raw -1863913.629233 + Penalty 3186.155932 = -1860727.473301
  nChanged 3
		SP:Iteration 77Q (11923.140000 sec): 3 clusters
  Score: Raw -1863913.978399 + Penalty 3186.155932 = -1860727.822467
  nChanged 1
		SP:Iteration 78Q (11923.380000 sec): 3 clusters
  Score: Raw -1863914.207037 + Penalty 3186.155932 = -1860728.051105
  nChanged 0
		SP:Iteration 79F (11923.690000 sec): 3 clusters
  Score: Raw -1863914.207037 + Penalty 3186.155932 = -1860728.051105
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (44603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11923.940000 sec): 2 clusters
  Score: Raw -4806820.873863 + Penalty 1739.652915 = -4805081.220948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11924.330000 sec): 3 clusters
  Score: Raw -4778769.106555 + Penalty 3479.305830 = -4775289.800725
  nChanged 20886
		SP:Iteration 1F (11924.680000 sec): 3 clusters
  Score: Raw -4790480.448214 + Penalty 3479.305830 = -4787001.142384
  nChanged 1563
		SP:Iteration 2Q (11925.060000 sec): 3 clusters
  Score: Raw -4790891.995065 + Penalty 3479.305830 = -4787412.689235
  nChanged 1598
		SP:Iteration 3Q (11925.440000 sec): 3 clusters
  Score: Raw -4791372.635069 + Penalty 3479.305830 = -4787893.329239
  nChanged 1732
		SP:Iteration 4Q (11925.800000 sec): 3 clusters
  Score: Raw -4792020.994777 + Penalty 3479.305830 = -4788541.688946
  nChanged 2168
		SP:Iteration 5Q (11926.160000 sec): 3 clusters
  Score: Raw -4793118.526904 + Penalty 3479.305830 = -4789639.221074
  nChanged 2766
		SP:Iteration 6F (11926.500000 sec): 3 clusters
  Score: Raw -4794858.964707 + Penalty 3479.305830 = -4791379.658877
  nChanged 3327
		SP:Iteration 7F (11926.870000 sec): 3 clusters
  Score: Raw -4797442.385411 + Penalty 3479.305830 = -4793963.079581
  nChanged 3561
		SP:Iteration 8F (11927.230000 sec): 3 clusters
  Score: Raw -4800671.021151 + Penalty 3479.305830 = -4797191.715320
  nChanged 3074
		SP:Iteration 9F (11927.620000 sec): 3 clusters
  Score: Raw -4803630.087859 + Penalty 3479.305830 = -4800150.782029
  nChanged 1971
		SP:Iteration 10Q (11927.980000 sec): 3 clusters
  Score: Raw -4805542.398523 + Penalty 3479.305830 = -4802063.092693
  nChanged 951
		SP:Iteration 11Q (11928.330000 sec): 3 clusters
  Score: Raw -4806417.353344 + Penalty 3479.305830 = -4802938.047514
  nChanged 358
		SP:Iteration 12Q (11928.650000 sec): 3 clusters
  Score: Raw -4806750.191447 + Penalty 3479.305830 = -4803270.885617
  nChanged 118
		SP:Iteration 13Q (11929.020000 sec): 3 clusters
  Score: Raw -4806879.374267 + Penalty 3479.305830 = -4803400.068437
  nChanged 56
		SP:Iteration 14Q (11929.390000 sec): 3 clusters
  Score: Raw -4806942.584661 + Penalty 3479.305830 = -4803463.278830
  nChanged 33
		SP:Iteration 15Q (11929.810000 sec): 3 clusters
  Score: Raw -4806978.382245 + Penalty 3479.305830 = -4803499.076415
  nChanged 17
		SP:Iteration 16Q (11930.200000 sec): 3 clusters
  Score: Raw -4806997.610711 + Penalty 3479.305830 = -4803518.304881
  nChanged 16
		SP:Iteration 17Q (11930.580000 sec): 3 clusters
  Score: Raw -4807019.641937 + Penalty 3479.305830 = -4803540.336107
  nChanged 8
		SP:Iteration 18Q (11930.900000 sec): 3 clusters
  Score: Raw -4807029.696555 + Penalty 3479.305830 = -4803550.390725
  nChanged 7
		SP:Iteration 19Q (11931.280000 sec): 3 clusters
  Score: Raw -4807036.544091 + Penalty 3479.305830 = -4803557.238261
  nChanged 2
		SP:Iteration 20F (11931.610000 sec): 3 clusters
  Score: Raw -4807038.275440 + Penalty 3479.305830 = -4803558.969610
  nChanged 1
		SP:Iteration 21Q (11932.030000 sec): 3 clusters
  Score: Raw -4807038.958806 + Penalty 3479.305830 = -4803559.652976
  nChanged 2
		SP:Iteration 22Q (11932.380000 sec): 3 clusters
  Score: Raw -4807041.732190 + Penalty 3479.305830 = -4803562.426360
  nChanged 2
		SP:Iteration 23Q (11932.750000 sec): 3 clusters
  Score: Raw -4807043.966090 + Penalty 3479.305830 = -4803564.660260
  nChanged 1
		SP:Iteration 24Q (11933.220000 sec): 3 clusters
  Score: Raw -4807045.323470 + Penalty 3479.305830 = -4803566.017640
  nChanged 1
		SP:Iteration 25Q (11933.580000 sec): 3 clusters
  Score: Raw -4807046.452115 + Penalty 3479.305830 = -4803567.146285
  nChanged 0
		SP:Iteration 26F (11933.960000 sec): 3 clusters
  Score: Raw -4807046.452115 + Penalty 3479.305830 = -4803567.146285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11934.130000 sec): 2 clusters
  Score: Raw -299165.242405 + Penalty 1305.838035 = -297859.404369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11934.380000 sec): 3 clusters
  Score: Raw -297734.651450 + Penalty 2611.676070 = -295122.975379
  nChanged 1113
		SP:Iteration 1F (11934.540000 sec): 3 clusters
  Score: Raw -298534.040375 + Penalty 2611.676070 = -295922.364305
  nChanged 286
		SP:Iteration 2F (11934.750000 sec): 3 clusters
  Score: Raw -298842.900297 + Penalty 2611.676070 = -296231.224227
  nChanged 264
		SP:Iteration 3F (11934.910000 sec): 3 clusters
  Score: Raw -299156.131083 + Penalty 2611.676070 = -296544.455012
  nChanged 254
		SP:Iteration 4F (11935.140000 sec): 3 clusters
  Score: Raw -299436.269327 + Penalty 2611.676070 = -296824.593257
  nChanged 203
		SP:Iteration 5F (11935.300000 sec): 3 clusters
  Score: Raw -299647.180946 + Penalty 2611.676070 = -297035.504876
  nChanged 160
		SP:Iteration 6F (11935.480000 sec): 3 clusters
  Score: Raw -299801.911550 + Penalty 2611.676070 = -297190.235480
  nChanged 92
		SP:Iteration 7Q (11935.660000 sec): 3 clusters
  Score: Raw -299871.287692 + Penalty 2611.676070 = -297259.611622
  nChanged 54
		SP:Iteration 8Q (11935.870000 sec): 3 clusters
  Score: Raw -299913.087733 + Penalty 2611.676070 = -297301.411663
  nChanged 38
		SP:Iteration 9Q (11936.020000 sec): 3 clusters
  Score: Raw -299939.957863 + Penalty 2611.676070 = -297328.281792
  nChanged 24
		SP:Iteration 10Q (11936.190000 sec): 3 clusters
  Score: Raw -299954.444522 + Penalty 2611.676070 = -297342.768452
  nChanged 20
		SP:Iteration 11Q (11936.360000 sec): 3 clusters
  Score: Raw -299964.572849 + Penalty 2611.676070 = -297352.896779
  nChanged 14
		SP:Iteration 12Q (11936.540000 sec): 3 clusters
  Score: Raw -299973.264822 + Penalty 2611.676070 = -297361.588752
  nChanged 10
		SP:Iteration 13Q (11936.710000 sec): 3 clusters
  Score: Raw -299980.173966 + Penalty 2611.676070 = -297368.497895
  nChanged 9
		SP:Iteration 14Q (11936.850000 sec): 3 clusters
  Score: Raw -299984.352124 + Penalty 2611.676070 = -297372.676054
  nChanged 3
		SP:Iteration 15Q (11937.030000 sec): 3 clusters
  Score: Raw -299985.857546 + Penalty 2611.676070 = -297374.181475
  nChanged 4
		SP:Iteration 16Q (11937.210000 sec): 3 clusters
  Score: Raw -299987.488972 + Penalty 2611.676070 = -297375.812902
  nChanged 1
		SP:Iteration 17Q (11937.380000 sec): 3 clusters
  Score: Raw -299987.763745 + Penalty 2611.676070 = -297376.087674
  nChanged 0
		SP:Iteration 18F (11937.580000 sec): 3 clusters
  Score: Raw -299987.763745 + Penalty 2611.676070 = -297376.087674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11937.700000 sec): 2 clusters
  Score: Raw -352018.256683 + Penalty 1325.758890 = -350692.497793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11937.890000 sec): 3 clusters
  Score: Raw -350299.312417 + Penalty 2651.517780 = -347647.794637
  nChanged 1338
		SP:Iteration 1F (11938.120000 sec): 3 clusters
  Score: Raw -351127.224483 + Penalty 2651.517780 = -348475.706703
  nChanged 290
		SP:Iteration 2F (11938.340000 sec): 3 clusters
  Score: Raw -351355.899688 + Penalty 2651.517780 = -348704.381909
  nChanged 231
		SP:Iteration 3F (11938.570000 sec): 3 clusters
  Score: Raw -351553.160125 + Penalty 2651.517780 = -348901.642346
  nChanged 234
		SP:Iteration 4F (11938.790000 sec): 3 clusters
  Score: Raw -351796.629798 + Penalty 2651.517780 = -349145.112019
  nChanged 236
		SP:Iteration 5F (11939.010000 sec): 3 clusters
  Score: Raw -352092.187381 + Penalty 2651.517780 = -349440.669602
  nChanged 233
		SP:Iteration 6F (11939.230000 sec): 3 clusters
  Score: Raw -352323.091536 + Penalty 2651.517780 = -349671.573756
  nChanged 192
		SP:Iteration 7F (11939.440000 sec): 3 clusters
  Score: Raw -352491.311835 + Penalty 2651.517780 = -349839.794056
  nChanged 145
		SP:Iteration 8Q (11939.620000 sec): 3 clusters
  Score: Raw -352592.300711 + Penalty 2651.517780 = -349940.782931
  nChanged 88
		SP:Iteration 9Q (11939.800000 sec): 3 clusters
  Score: Raw -352644.446571 + Penalty 2651.517780 = -349992.928791
  nChanged 61
		SP:Iteration 10Q (11940.020000 sec): 3 clusters
  Score: Raw -352678.452104 + Penalty 2651.517780 = -350026.934325
  nChanged 40
		SP:Iteration 11Q (11940.240000 sec): 3 clusters
  Score: Raw -352700.917006 + Penalty 2651.517780 = -350049.399226
  nChanged 35
		SP:Iteration 12Q (11940.390000 sec): 3 clusters
  Score: Raw -352722.930625 + Penalty 2651.517780 = -350071.412846
  nChanged 29
		SP:Iteration 13Q (11940.600000 sec): 3 clusters
  Score: Raw -352735.210690 + Penalty 2651.517780 = -350083.692910
  nChanged 17
		SP:Iteration 14Q (11940.790000 sec): 3 clusters
  Score: Raw -352742.317610 + Penalty 2651.517780 = -350090.799830
  nChanged 16
		SP:Iteration 15Q (11941.020000 sec): 3 clusters
  Score: Raw -352748.125185 + Penalty 2651.517780 = -350096.607406
  nChanged 11
		SP:Iteration 16Q (11941.170000 sec): 3 clusters
  Score: Raw -352751.387469 + Penalty 2651.517780 = -350099.869689
  nChanged 6
		SP:Iteration 17Q (11941.390000 sec): 3 clusters
  Score: Raw -352752.980323 + Penalty 2651.517780 = -350101.462544
  nChanged 4
		SP:Iteration 18Q (11941.560000 sec): 3 clusters
  Score: Raw -352753.669205 + Penalty 2651.517780 = -350102.151426
  nChanged 0
		SP:Iteration 19F (11941.750000 sec): 3 clusters
  Score: Raw -352753.669205 + Penalty 2651.517780 = -350102.151426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (137732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11942.380000 sec): 2 clusters
  Score: Raw -14426841.071448 + Penalty 1922.873070 = -14424918.198378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11943.150000 sec): 3 clusters
  Score: Raw -14336527.214077 + Penalty 3845.746140 = -14332681.467937
  nChanged 66404
		SP:Iteration 1F (11943.810000 sec): 3 clusters
  Score: Raw -14375707.915844 + Penalty 3845.746140 = -14371862.169704
  nChanged 5038
		SP:Iteration 2Q (11944.490000 sec): 3 clusters
  Score: Raw -14377175.139075 + Penalty 3845.746140 = -14373329.392934
  nChanged 5699
		SP:Iteration 3Q (11945.210000 sec): 3 clusters
  Score: Raw -14379135.975139 + Penalty 3845.746140 = -14375290.228999
  nChanged 6413
		SP:Iteration 4Q (11945.970000 sec): 3 clusters
  Score: Raw -14381761.342565 + Penalty 3845.746140 = -14377915.596425
  nChanged 7186
		SP:Iteration 5F (11946.700000 sec): 3 clusters
  Score: Raw -14384964.791184 + Penalty 3845.746140 = -14381119.045044
  nChanged 7526
		SP:Iteration 6F (11947.520000 sec): 3 clusters
  Score: Raw -14388397.358597 + Penalty 3845.746140 = -14384551.612457
  nChanged 7297
		SP:Iteration 7F (11948.290000 sec): 3 clusters
  Score: Raw -14391558.208524 + Penalty 3845.746140 = -14387712.462383
  nChanged 6545
		SP:Iteration 8Q (11949.060000 sec): 3 clusters
  Score: Raw -14394142.323326 + Penalty 3845.746140 = -14390296.577186
  nChanged 5721
		SP:Iteration 9Q (11949.980000 sec): 3 clusters
  Score: Raw -14396265.241809 + Penalty 3845.746140 = -14392419.495669
  nChanged 5175
		SP:Iteration 10Q (11950.770000 sec): 3 clusters
  Score: Raw -14398206.770988 + Penalty 3845.746140 = -14394361.024848
  nChanged 5156
		SP:Iteration 11Q (11951.590000 sec): 3 clusters
  Score: Raw -14400264.452246 + Penalty 3845.746140 = -14396418.706106
  nChanged 5358
		SP:Iteration 12Q (11952.390000 sec): 3 clusters
  Score: Raw -14402678.376756 + Penalty 3845.746140 = -14398832.630616
  nChanged 6082
		SP:Iteration 13Q (11953.200000 sec): 3 clusters
  Score: Raw -14405729.708670 + Penalty 3845.746140 = -14401883.962530
  nChanged 6682
		SP:Iteration 14Q (11953.980000 sec): 3 clusters
  Score: Raw -14409370.057391 + Penalty 3845.746140 = -14405524.311251
  nChanged 6837
		SP:Iteration 15Q (11954.840000 sec): 3 clusters
  Score: Raw -14413346.218789 + Penalty 3845.746140 = -14409500.472649
  nChanged 6461
		SP:Iteration 16Q (11955.700000 sec): 3 clusters
  Score: Raw -14417231.440781 + Penalty 3845.746140 = -14413385.694641
  nChanged 5648
		SP:Iteration 17Q (11956.470000 sec): 3 clusters
  Score: Raw -14420617.379344 + Penalty 3845.746140 = -14416771.633204
  nChanged 4501
		SP:Iteration 18Q (11957.250000 sec): 3 clusters
  Score: Raw -14423271.033463 + Penalty 3845.746140 = -14419425.287323
  nChanged 3436
		SP:Iteration 19Q (11958.070000 sec): 3 clusters
  Score: Raw -14425287.444483 + Penalty 3845.746140 = -14421441.698343
  nChanged 2418
		SP:Iteration 20F (11958.890000 sec): 3 clusters
  Score: Raw -14426868.830411 + Penalty 3845.746140 = -14423023.084271
  nChanged 1623
		SP:Iteration 21Q (11959.630000 sec): 3 clusters
  Score: Raw -14428503.947855 + Penalty 3845.746140 = -14424658.201715
  nChanged 985
		SP:Iteration 22Q (11960.350000 sec): 3 clusters
  Score: Raw -14429743.924121 + Penalty 3845.746140 = -14425898.177981
  nChanged 824
		SP:Iteration 23Q (11961.070000 sec): 3 clusters
  Score: Raw -14430177.289854 + Penalty 3845.746140 = -14426331.543714
  nChanged 585
		SP:Iteration 24Q (11961.760000 sec): 3 clusters
  Score: Raw -14430332.803715 + Penalty 3845.746140 = -14426487.057574
  nChanged 381
		SP:Iteration 25Q (11962.520000 sec): 3 clusters
  Score: Raw -14430406.275745 + Penalty 3845.746140 = -14426560.529604
  nChanged 259
		SP:Iteration 26Q (11963.270000 sec): 3 clusters
  Score: Raw -14430444.320293 + Penalty 3845.746140 = -14426598.574153
  nChanged 202
		SP:Iteration 27Q (11963.950000 sec): 3 clusters
  Score: Raw -14430470.040181 + Penalty 3845.746140 = -14426624.294041
  nChanged 150
		SP:Iteration 28Q (11964.620000 sec): 3 clusters
  Score: Raw -14430486.108408 + Penalty 3845.746140 = -14426640.362267
  nChanged 134
		SP:Iteration 29Q (11965.260000 sec): 3 clusters
  Score: Raw -14430499.712956 + Penalty 3845.746140 = -14426653.966816
  nChanged 114
		SP:Iteration 30Q (11965.860000 sec): 3 clusters
  Score: Raw -14430508.648831 + Penalty 3845.746140 = -14426662.902691
  nChanged 77
		SP:Iteration 31Q (11966.570000 sec): 3 clusters
  Score: Raw -14430515.024825 + Penalty 3845.746140 = -14426669.278685
  nChanged 74
		SP:Iteration 32Q (11967.270000 sec): 3 clusters
  Score: Raw -14430520.552109 + Penalty 3845.746140 = -14426674.805969
  nChanged 60
		SP:Iteration 33Q (11967.980000 sec): 3 clusters
  Score: Raw -14430525.298798 + Penalty 3845.746140 = -14426679.552658
  nChanged 57
		SP:Iteration 34Q (11968.730000 sec): 3 clusters
  Score: Raw -14430529.490689 + Penalty 3845.746140 = -14426683.744549
  nChanged 57
		SP:Iteration 35Q (11969.470000 sec): 3 clusters
  Score: Raw -14430533.522741 + Penalty 3845.746140 = -14426687.776601
  nChanged 36
		SP:Iteration 36Q (11970.180000 sec): 3 clusters
  Score: Raw -14430536.162672 + Penalty 3845.746140 = -14426690.416532
  nChanged 33
		SP:Iteration 37Q (11970.920000 sec): 3 clusters
  Score: Raw -14430537.943738 + Penalty 3845.746140 = -14426692.197598
  nChanged 28
		SP:Iteration 38Q (11971.720000 sec): 3 clusters
  Score: Raw -14430539.454351 + Penalty 3845.746140 = -14426693.708211
  nChanged 26
		SP:Iteration 39Q (11972.510000 sec): 3 clusters
  Score: Raw -14430540.734366 + Penalty 3845.746140 = -14426694.988225
  nChanged 22
		SP:Iteration 40F (11973.340000 sec): 3 clusters
  Score: Raw -14430541.780122 + Penalty 3845.746140 = -14426696.033982
  nChanged 21
		SP:Iteration 41Q (11974.080000 sec): 3 clusters
  Score: Raw -14430542.863353 + Penalty 3845.746140 = -14426697.117212
  nChanged 14
		SP:Iteration 42Q (11974.820000 sec): 3 clusters
  Score: Raw -14430543.538292 + Penalty 3845.746140 = -14426697.792152
  nChanged 13
		SP:Iteration 43Q (11975.510000 sec): 3 clusters
  Score: Raw -14430544.133991 + Penalty 3845.746140 = -14426698.387851
  nChanged 7
		SP:Iteration 44Q (11976.170000 sec): 3 clusters
  Score: Raw -14430544.398056 + Penalty 3845.746140 = -14426698.651916
  nChanged 4
		SP:Iteration 45Q (11976.860000 sec): 3 clusters
  Score: Raw -14430544.528670 + Penalty 3845.746140 = -14426698.782530
  nChanged 8
		SP:Iteration 46Q (11977.540000 sec): 3 clusters
  Score: Raw -14430544.880717 + Penalty 3845.746140 = -14426699.134577
  nChanged 9
		SP:Iteration 47Q (11978.210000 sec): 3 clusters
  Score: Raw -14430545.451432 + Penalty 3845.746140 = -14426699.705292
  nChanged 15
		SP:Iteration 48Q (11978.910000 sec): 3 clusters
  Score: Raw -14430546.139803 + Penalty 3845.746140 = -14426700.393662
  nChanged 11
		SP:Iteration 49Q (11979.620000 sec): 3 clusters
  Score: Raw -14430546.936173 + Penalty 3845.746140 = -14426701.190033
  nChanged 11
		SP:Iteration 50Q (11980.290000 sec): 3 clusters
  Score: Raw -14430547.444294 + Penalty 3845.746140 = -14426701.698154
  nChanged 8
		SP:Iteration 51Q (11980.990000 sec): 3 clusters
  Score: Raw -14430547.688105 + Penalty 3845.746140 = -14426701.941965
  nChanged 5
		SP:Iteration 52Q (11981.710000 sec): 3 clusters
  Score: Raw -14430547.905024 + Penalty 3845.746140 = -14426702.158883
  nChanged 6
		SP:Iteration 53Q (11982.380000 sec): 3 clusters
  Score: Raw -14430548.200506 + Penalty 3845.746140 = -14426702.454365
  nChanged 9
		SP:Iteration 54Q (11983.050000 sec): 3 clusters
  Score: Raw -14430548.612905 + Penalty 3845.746140 = -14426702.866765
  nChanged 11
		SP:Iteration 55Q (11983.720000 sec): 3 clusters
  Score: Raw -14430549.088466 + Penalty 3845.746140 = -14426703.342326
  nChanged 9
		SP:Iteration 56Q (11984.430000 sec): 3 clusters
  Score: Raw -14430549.455890 + Penalty 3845.746140 = -14426703.709749
  nChanged 9
		SP:Iteration 57Q (11985.170000 sec): 3 clusters
  Score: Raw -14430549.976703 + Penalty 3845.746140 = -14426704.230563
  nChanged 9
		SP:Iteration 58Q (11985.960000 sec): 3 clusters
  Score: Raw -14430550.237693 + Penalty 3845.746140 = -14426704.491553
  nChanged 5
		SP:Iteration 59Q (11986.680000 sec): 3 clusters
  Score: Raw -14430550.397011 + Penalty 3845.746140 = -14426704.650871
  nChanged 7
		SP:Iteration 60F (11987.510000 sec): 3 clusters
  Score: Raw -14430550.646105 + Penalty 3845.746140 = -14426704.899964
  nChanged 8
		SP:Iteration 61Q (11988.240000 sec): 3 clusters
  Score: Raw -14430550.900073 + Penalty 3845.746140 = -14426705.153933
  nChanged 6
		SP:Iteration 62Q (11988.980000 sec): 3 clusters
  Score: Raw -14430551.051070 + Penalty 3845.746140 = -14426705.304930
  nChanged 3
		SP:Iteration 63Q (11989.660000 sec): 3 clusters
  Score: Raw -14430551.167776 + Penalty 3845.746140 = -14426705.421636
  nChanged 5
		SP:Iteration 64Q (11990.370000 sec): 3 clusters
  Score: Raw -14430551.404992 + Penalty 3845.746140 = -14426705.658852
  nChanged 3
		SP:Iteration 65Q (11991.100000 sec): 3 clusters
  Score: Raw -14430551.565938 + Penalty 3845.746140 = -14426705.819798
  nChanged 2
		SP:Iteration 66Q (11991.850000 sec): 3 clusters
  Score: Raw -14430551.607427 + Penalty 3845.746140 = -14426705.861287
  nChanged 0
		SP:Iteration 67F (11992.660000 sec): 3 clusters
  Score: Raw -14430551.607427 + Penalty 3845.746140 = -14426705.861287
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11992.820000 sec): 2 clusters
  Score: Raw -25405.455278 + Penalty 924.683411 = -24480.771867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11993.000000 sec): 3 clusters
  Score: Raw -25574.706170 + Penalty 1849.366823 = -23725.339348
  nChanged 80
		SP:Iteration 1F (11993.200000 sec): 3 clusters
  Score: Raw -25822.787982 + Penalty 1849.366823 = -23973.421159
  nChanged 21
		SP:Iteration 2F (11993.400000 sec): 3 clusters
  Score: Raw -25887.177780 + Penalty 1849.366823 = -24037.810957
  nChanged 11
		SP:Iteration 3Q (11993.670000 sec): 3 clusters
  Score: Raw -25944.581371 + Penalty 1849.366823 = -24095.214548
  nChanged 12
		SP:Iteration 4Q (11993.820000 sec): 3 clusters
  Score: Raw -26030.036273 + Penalty 1849.366823 = -24180.669451
  nChanged 9
		SP:Iteration 5Q (11994.020000 sec): 3 clusters
  Score: Raw -26107.946069 + Penalty 1849.366823 = -24258.579247
  nChanged 2
		SP:Iteration 6Q (11994.170000 sec): 3 clusters
  Score: Raw -26121.902331 + Penalty 1849.366823 = -24272.535508
  nChanged 0
		SP:Iteration 7F (11994.360000 sec): 3 clusters
  Score: Raw -26122.735642 + Penalty 1849.366823 = -24273.368819
  nChanged 1
		SP:Iteration 8Q (11994.530000 sec): 3 clusters
  Score: Raw -26150.606140 + Penalty 1849.366823 = -24301.239318
  nChanged 0
		SP:Iteration 9F (11994.720000 sec): 3 clusters
  Score: Raw -26150.606140 + Penalty 1849.366823 = -24301.239318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (6839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11994.850000 sec): 2 clusters
  Score: Raw -740439.104348 + Penalty 1434.939480 = -739004.164868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11995.060000 sec): 3 clusters
  Score: Raw -736747.083523 + Penalty 2869.878960 = -733877.204563
  nChanged 2870
		SP:Iteration 1F (11995.270000 sec): 3 clusters
  Score: Raw -738378.862358 + Penalty 2869.878960 = -735508.983398
  nChanged 521
		SP:Iteration 2F (11995.550000 sec): 3 clusters
  Score: Raw -738699.183468 + Penalty 2869.878960 = -735829.304508
  nChanged 467
		SP:Iteration 3F (11995.740000 sec): 3 clusters
  Score: Raw -739069.036570 + Penalty 2869.878960 = -736199.157610
  nChanged 491
		SP:Iteration 4F (11995.990000 sec): 3 clusters
  Score: Raw -739533.733613 + Penalty 2869.878960 = -736663.854653
  nChanged 483
		SP:Iteration 5F (11996.240000 sec): 3 clusters
  Score: Raw -740019.766475 + Penalty 2869.878960 = -737149.887515
  nChanged 430
		SP:Iteration 6F (11996.500000 sec): 3 clusters
  Score: Raw -740533.330964 + Penalty 2869.878960 = -737663.452004
  nChanged 379
		SP:Iteration 7F (11996.780000 sec): 3 clusters
  Score: Raw -741137.868571 + Penalty 2869.878960 = -738267.989611
  nChanged 298
		SP:Iteration 8Q (11997.050000 sec): 3 clusters
  Score: Raw -741579.119399 + Penalty 2869.878960 = -738709.240439
  nChanged 194
		SP:Iteration 9Q (11997.280000 sec): 3 clusters
  Score: Raw -741793.466979 + Penalty 2869.878960 = -738923.588019
  nChanged 113
		SP:Iteration 10Q (11997.500000 sec): 3 clusters
  Score: Raw -741933.398164 + Penalty 2869.878960 = -739063.519203
  nChanged 86
		SP:Iteration 11Q (11997.700000 sec): 3 clusters
  Score: Raw -742048.280701 + Penalty 2869.878960 = -739178.401740
  nChanged 61
		SP:Iteration 12Q (11997.920000 sec): 3 clusters
  Score: Raw -742132.044325 + Penalty 2869.878960 = -739262.165365
  nChanged 39
		SP:Iteration 13Q (11998.130000 sec): 3 clusters
  Score: Raw -742179.877163 + Penalty 2869.878960 = -739309.998202
  nChanged 33
		SP:Iteration 14Q (11998.360000 sec): 3 clusters
  Score: Raw -742212.570276 + Penalty 2869.878960 = -739342.691316
  nChanged 22
		SP:Iteration 15Q (11998.530000 sec): 3 clusters
  Score: Raw -742227.050007 + Penalty 2869.878960 = -739357.171046
  nChanged 13
		SP:Iteration 16Q (11998.720000 sec): 3 clusters
  Score: Raw -742233.942555 + Penalty 2869.878960 = -739364.063595
  nChanged 4
		SP:Iteration 17Q (11998.950000 sec): 3 clusters
  Score: Raw -742235.690862 + Penalty 2869.878960 = -739365.811902
  nChanged 0
		SP:Iteration 18F (11999.120000 sec): 3 clusters
  Score: Raw -742235.690862 + Penalty 2869.878960 = -739365.811902
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11999.290000 sec): 2 clusters
  Score: Raw -1217026.189496 + Penalty 1524.811111 = -1215501.378385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11999.560000 sec): 3 clusters
  Score: Raw -1210271.508193 + Penalty 3049.622222 = -1207221.885971
  nChanged 5131
		SP:Iteration 1F (11999.800000 sec): 3 clusters
  Score: Raw -1213150.355266 + Penalty 3049.622222 = -1210100.733044
  nChanged 820
		SP:Iteration 2F (12000.080000 sec): 3 clusters
  Score: Raw -1213611.646571 + Penalty 3049.622222 = -1210562.024349
  nChanged 791
		SP:Iteration 3F (12000.280000 sec): 3 clusters
  Score: Raw -1214106.210568 + Penalty 3049.622222 = -1211056.588346
  nChanged 776
		SP:Iteration 4F (12000.470000 sec): 3 clusters
  Score: Raw -1214607.831120 + Penalty 3049.622222 = -1211558.208898
  nChanged 669
		SP:Iteration 5F (12000.640000 sec): 3 clusters
  Score: Raw -1215055.635800 + Penalty 3049.622222 = -1212006.013578
  nChanged 657
		SP:Iteration 6F (12000.800000 sec): 3 clusters
  Score: Raw -1215512.756131 + Penalty 3049.622222 = -1212463.133910
  nChanged 554
		SP:Iteration 7Q (12000.970000 sec): 3 clusters
  Score: Raw -1215906.426851 + Penalty 3049.622222 = -1212856.804630
  nChanged 450
		SP:Iteration 8Q (12001.140000 sec): 3 clusters
  Score: Raw -1216221.356827 + Penalty 3049.622222 = -1213171.734605
  nChanged 339
		SP:Iteration 9Q (12001.370000 sec): 3 clusters
  Score: Raw -1216456.966352 + Penalty 3049.622222 = -1213407.344131
  nChanged 284
		SP:Iteration 10Q (12001.570000 sec): 3 clusters
  Score: Raw -1216642.808760 + Penalty 3049.622222 = -1213593.186538
  nChanged 217
		SP:Iteration 11Q (12001.760000 sec): 3 clusters
  Score: Raw -1216787.014218 + Penalty 3049.622222 = -1213737.391996
  nChanged 153
		SP:Iteration 12Q (12002.000000 sec): 3 clusters
  Score: Raw -1216893.442444 + Penalty 3049.622222 = -1213843.820222
  nChanged 124
		SP:Iteration 13Q (12002.160000 sec): 3 clusters
  Score: Raw -1216991.312480 + Penalty 3049.622222 = -1213941.690258
  nChanged 103
		SP:Iteration 14Q (12002.370000 sec): 3 clusters
  Score: Raw -1217079.730760 + Penalty 3049.622222 = -1214030.108539
  nChanged 77
		SP:Iteration 15Q (12002.520000 sec): 3 clusters
  Score: Raw -1217150.567115 + Penalty 3049.622222 = -1214100.944893
  nChanged 60
		SP:Iteration 16Q (12002.760000 sec): 3 clusters
  Score: Raw -1217193.793208 + Penalty 3049.622222 = -1214144.170986
  nChanged 46
		SP:Iteration 17Q (12002.950000 sec): 3 clusters
  Score: Raw -1217234.361376 + Penalty 3049.622222 = -1214184.739155
  nChanged 34
		SP:Iteration 18Q (12003.140000 sec): 3 clusters
  Score: Raw -1217261.017559 + Penalty 3049.622222 = -1214211.395337
  nChanged 27
		SP:Iteration 19Q (12003.340000 sec): 3 clusters
  Score: Raw -1217283.110413 + Penalty 3049.622222 = -1214233.488191
  nChanged 20
		SP:Iteration 20F (12003.590000 sec): 3 clusters
  Score: Raw -1217295.918583 + Penalty 3049.622222 = -1214246.296362
  nChanged 18
		SP:Iteration 21Q (12003.780000 sec): 3 clusters
  Score: Raw -1217309.266831 + Penalty 3049.622222 = -1214259.644609
  nChanged 14
		SP:Iteration 22Q (12004.010000 sec): 3 clusters
  Score: Raw -1217321.076887 + Penalty 3049.622222 = -1214271.454665
  nChanged 7
		SP:Iteration 23Q (12004.230000 sec): 3 clusters
  Score: Raw -1217326.331618 + Penalty 3049.622222 = -1214276.709396
  nChanged 8
		SP:Iteration 24Q (12004.360000 sec): 3 clusters
  Score: Raw -1217333.930799 + Penalty 3049.622222 = -1214284.308577
  nChanged 8
		SP:Iteration 25Q (12004.630000 sec): 3 clusters
  Score: Raw -1217340.299827 + Penalty 3049.622222 = -1214290.677605
  nChanged 5
		SP:Iteration 26Q (12004.820000 sec): 3 clusters
  Score: Raw -1217344.101761 + Penalty 3049.622222 = -1214294.479540
  nChanged 6
		SP:Iteration 27Q (12005.000000 sec): 3 clusters
  Score: Raw -1217347.509917 + Penalty 3049.622222 = -1214297.887695
  nChanged 3
		SP:Iteration 28Q (12005.210000 sec): 3 clusters
  Score: Raw -1217349.633259 + Penalty 3049.622222 = -1214300.011037
  nChanged 1
		SP:Iteration 29Q (12005.450000 sec): 3 clusters
  Score: Raw -1217350.324882 + Penalty 3049.622222 = -1214300.702660
  nChanged 1
		SP:Iteration 30Q (12005.600000 sec): 3 clusters
  Score: Raw -1217350.723813 + Penalty 3049.622222 = -1214301.101591
  nChanged 0
		SP:Iteration 31F (12005.820000 sec): 3 clusters
  Score: Raw -1217350.723813 + Penalty 3049.622222 = -1214301.101591
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (19972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12006.000000 sec): 2 clusters
  Score: Raw -1899641.652223 + Penalty 1609.089068 = -1898032.563155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12006.300000 sec): 3 clusters
  Score: Raw -1887679.971707 + Penalty 3218.178136 = -1884461.793572
  nChanged 8978
		SP:Iteration 1F (12006.580000 sec): 3 clusters
  Score: Raw -1892867.319680 + Penalty 3218.178136 = -1889649.141544
  nChanged 1265
		SP:Iteration 2F (12006.880000 sec): 3 clusters
  Score: Raw -1893519.651373 + Penalty 3218.178136 = -1890301.473238
  nChanged 1224
		SP:Iteration 3F (12007.130000 sec): 3 clusters
  Score: Raw -1894156.065012 + Penalty 3218.178136 = -1890937.886876
  nChanged 1160
		SP:Iteration 4F (12007.450000 sec): 3 clusters
  Score: Raw -1894772.037813 + Penalty 3218.178136 = -1891553.859677
  nChanged 1097
		SP:Iteration 5F (12007.770000 sec): 3 clusters
  Score: Raw -1895344.892630 + Penalty 3218.178136 = -1892126.714494
  nChanged 1009
		SP:Iteration 6F (12008.050000 sec): 3 clusters
  Score: Raw -1895878.398631 + Penalty 3218.178136 = -1892660.220495
  nChanged 911
		SP:Iteration 7Q (12008.280000 sec): 3 clusters
  Score: Raw -1896413.767643 + Penalty 3218.178136 = -1893195.589507
  nChanged 899
		SP:Iteration 8Q (12008.620000 sec): 3 clusters
  Score: Raw -1896929.195541 + Penalty 3218.178136 = -1893711.017405
  nChanged 792
		SP:Iteration 9Q (12008.900000 sec): 3 clusters
  Score: Raw -1897380.750641 + Penalty 3218.178136 = -1894162.572505
  nChanged 681
		SP:Iteration 10Q (12009.200000 sec): 3 clusters
  Score: Raw -1897724.923046 + Penalty 3218.178136 = -1894506.744911
  nChanged 571
		SP:Iteration 11Q (12009.460000 sec): 3 clusters
  Score: Raw -1897993.175488 + Penalty 3218.178136 = -1894774.997352
  nChanged 495
		SP:Iteration 12Q (12009.740000 sec): 3 clusters
  Score: Raw -1898232.313047 + Penalty 3218.178136 = -1895014.134911
  nChanged 465
		SP:Iteration 13Q (12010.060000 sec): 3 clusters
  Score: Raw -1898461.728197 + Penalty 3218.178136 = -1895243.550061
  nChanged 393
		SP:Iteration 14Q (12010.340000 sec): 3 clusters
  Score: Raw -1898634.961346 + Penalty 3218.178136 = -1895416.783210
  nChanged 350
		SP:Iteration 15Q (12010.570000 sec): 3 clusters
  Score: Raw -1898764.887886 + Penalty 3218.178136 = -1895546.709751
  nChanged 259
		SP:Iteration 16Q (12010.840000 sec): 3 clusters
  Score: Raw -1898850.468084 + Penalty 3218.178136 = -1895632.289948
  nChanged 234
		SP:Iteration 17Q (12011.120000 sec): 3 clusters
  Score: Raw -1898914.977135 + Penalty 3218.178136 = -1895696.799000
  nChanged 180
		SP:Iteration 18Q (12011.420000 sec): 3 clusters
  Score: Raw -1898959.768213 + Penalty 3218.178136 = -1895741.590077
  nChanged 165
		SP:Iteration 19Q (12011.670000 sec): 3 clusters
  Score: Raw -1899008.018503 + Penalty 3218.178136 = -1895789.840367
  nChanged 136
		SP:Iteration 20F (12011.970000 sec): 3 clusters
  Score: Raw -1899039.091182 + Penalty 3218.178136 = -1895820.913046
  nChanged 96
		SP:Iteration 21Q (12012.230000 sec): 3 clusters
  Score: Raw -1899056.133756 + Penalty 3218.178136 = -1895837.955620
  nChanged 95
		SP:Iteration 22Q (12012.530000 sec): 3 clusters
  Score: Raw -1899074.111097 + Penalty 3218.178136 = -1895855.932961
  nChanged 98
		SP:Iteration 23Q (12012.780000 sec): 3 clusters
  Score: Raw -1899094.065675 + Penalty 3218.178136 = -1895875.887539
  nChanged 86
		SP:Iteration 24Q (12013.100000 sec): 3 clusters
  Score: Raw -1899109.043299 + Penalty 3218.178136 = -1895890.865164
  nChanged 77
		SP:Iteration 25Q (12013.430000 sec): 3 clusters
  Score: Raw -1899120.406549 + Penalty 3218.178136 = -1895902.228413
  nChanged 66
		SP:Iteration 26Q (12013.680000 sec): 3 clusters
  Score: Raw -1899129.078944 + Penalty 3218.178136 = -1895910.900808
  nChanged 60
		SP:Iteration 27Q (12013.980000 sec): 3 clusters
  Score: Raw -1899136.932349 + Penalty 3218.178136 = -1895918.754213
  nChanged 55
		SP:Iteration 28Q (12014.240000 sec): 3 clusters
  Score: Raw -1899143.579185 + Penalty 3218.178136 = -1895925.401049
  nChanged 57
		SP:Iteration 29Q (12014.510000 sec): 3 clusters
  Score: Raw -1899150.932666 + Penalty 3218.178136 = -1895932.754531
  nChanged 52
		SP:Iteration 30Q (12014.770000 sec): 3 clusters
  Score: Raw -1899157.940975 + Penalty 3218.178136 = -1895939.762839
  nChanged 44
		SP:Iteration 31Q (12015.060000 sec): 3 clusters
  Score: Raw -1899165.023932 + Penalty 3218.178136 = -1895946.845796
  nChanged 49
		SP:Iteration 32Q (12015.390000 sec): 3 clusters
  Score: Raw -1899171.845681 + Penalty 3218.178136 = -1895953.667545
  nChanged 48
		SP:Iteration 33Q (12015.720000 sec): 3 clusters
  Score: Raw -1899179.858515 + Penalty 3218.178136 = -1895961.680379
  nChanged 60
		SP:Iteration 34Q (12016.020000 sec): 3 clusters
  Score: Raw -1899188.295770 + Penalty 3218.178136 = -1895970.117634
  nChanged 58
		SP:Iteration 35Q (12016.300000 sec): 3 clusters
  Score: Raw -1899197.032469 + Penalty 3218.178136 = -1895978.854333
  nChanged 53
		SP:Iteration 36Q (12016.630000 sec): 3 clusters
  Score: Raw -1899205.470288 + Penalty 3218.178136 = -1895987.292153
  nChanged 55
		SP:Iteration 37Q (12016.890000 sec): 3 clusters
  Score: Raw -1899215.433096 + Penalty 3218.178136 = -1895997.254960
  nChanged 66
		SP:Iteration 38Q (12017.200000 sec): 3 clusters
  Score: Raw -1899227.859915 + Penalty 3218.178136 = -1896009.681780
  nChanged 72
		SP:Iteration 39Q (12017.470000 sec): 3 clusters
  Score: Raw -1899241.897112 + Penalty 3218.178136 = -1896023.718976
  nChanged 83
		SP:Iteration 40F (12017.750000 sec): 3 clusters
  Score: Raw -1899261.344924 + Penalty 3218.178136 = -1896043.166788
  nChanged 92
		SP:Iteration 41Q (12018.000000 sec): 3 clusters
  Score: Raw -1899282.727991 + Penalty 3218.178136 = -1896064.549856
  nChanged 96
		SP:Iteration 42Q (12018.310000 sec): 3 clusters
  Score: Raw -1899303.066438 + Penalty 3218.178136 = -1896084.888302
  nChanged 100
		SP:Iteration 43Q (12018.560000 sec): 3 clusters
  Score: Raw -1899323.922562 + Penalty 3218.178136 = -1896105.744427
  nChanged 121
		SP:Iteration 44Q (12018.830000 sec): 3 clusters
  Score: Raw -1899353.408457 + Penalty 3218.178136 = -1896135.230322
  nChanged 119
		SP:Iteration 45Q (12019.090000 sec): 3 clusters
  Score: Raw -1899383.343384 + Penalty 3218.178136 = -1896165.165249
  nChanged 140
		SP:Iteration 46Q (12019.390000 sec): 3 clusters
  Score: Raw -1899432.645951 + Penalty 3218.178136 = -1896214.467815
  nChanged 162
		SP:Iteration 47Q (12019.660000 sec): 3 clusters
  Score: Raw -1899493.051879 + Penalty 3218.178136 = -1896274.873744
  nChanged 153
		SP:Iteration 48Q (12019.910000 sec): 3 clusters
  Score: Raw -1899547.416680 + Penalty 3218.178136 = -1896329.238544
  nChanged 149
		SP:Iteration 49Q (12020.150000 sec): 3 clusters
  Score: Raw -1899604.361894 + Penalty 3218.178136 = -1896386.183758
  nChanged 161
		SP:Iteration 50Q (12020.420000 sec): 3 clusters
  Score: Raw -1899675.040650 + Penalty 3218.178136 = -1896456.862514
  nChanged 172
		SP:Iteration 51Q (12020.720000 sec): 3 clusters
  Score: Raw -1899751.156381 + Penalty 3218.178136 = -1896532.978245
  nChanged 156
		SP:Iteration 52Q (12021.000000 sec): 3 clusters
  Score: Raw -1899813.309941 + Penalty 3218.178136 = -1896595.131805
  nChanged 158
		SP:Iteration 53Q (12021.250000 sec): 3 clusters
  Score: Raw -1899874.734855 + Penalty 3218.178136 = -1896656.556719
  nChanged 147
		SP:Iteration 54Q (12021.540000 sec): 3 clusters
  Score: Raw -1899937.685153 + Penalty 3218.178136 = -1896719.507017
  nChanged 109
		SP:Iteration 55Q (12021.830000 sec): 3 clusters
  Score: Raw -1899981.798396 + Penalty 3218.178136 = -1896763.620260
  nChanged 97
		SP:Iteration 56Q (12022.120000 sec): 3 clusters
  Score: Raw -1900018.180509 + Penalty 3218.178136 = -1896800.002373
  nChanged 102
		SP:Iteration 57Q (12022.430000 sec): 3 clusters
  Score: Raw -1900059.856464 + Penalty 3218.178136 = -1896841.678329
  nChanged 103
		SP:Iteration 58Q (12022.750000 sec): 3 clusters
  Score: Raw -1900107.708018 + Penalty 3218.178136 = -1896889.529882
  nChanged 100
		SP:Iteration 59Q (12023.020000 sec): 3 clusters
  Score: Raw -1900156.142708 + Penalty 3218.178136 = -1896937.964572
  nChanged 97
		SP:Iteration 60F (12023.280000 sec): 3 clusters
  Score: Raw -1900194.086090 + Penalty 3218.178136 = -1896975.907954
  nChanged 60
		SP:Iteration 61Q (12023.600000 sec): 3 clusters
  Score: Raw -1900216.483667 + Penalty 3218.178136 = -1896998.305531
  nChanged 65
		SP:Iteration 62Q (12023.860000 sec): 3 clusters
  Score: Raw -1900239.942149 + Penalty 3218.178136 = -1897021.764013
  nChanged 56
		SP:Iteration 63Q (12024.100000 sec): 3 clusters
  Score: Raw -1900260.320182 + Penalty 3218.178136 = -1897042.142046
  nChanged 52
		SP:Iteration 64Q (12024.430000 sec): 3 clusters
  Score: Raw -1900278.348823 + Penalty 3218.178136 = -1897060.170688
  nChanged 40
		SP:Iteration 65Q (12024.720000 sec): 3 clusters
  Score: Raw -1900288.050942 + Penalty 3218.178136 = -1897069.872807
  nChanged 33
		SP:Iteration 66Q (12024.990000 sec): 3 clusters
  Score: Raw -1900297.858671 + Penalty 3218.178136 = -1897079.680535
  nChanged 37
		SP:Iteration 67Q (12025.340000 sec): 3 clusters
  Score: Raw -1900311.235224 + Penalty 3218.178136 = -1897093.057089
  nChanged 26
		SP:Iteration 68Q (12025.600000 sec): 3 clusters
  Score: Raw -1900319.384395 + Penalty 3218.178136 = -1897101.206259
  nChanged 19
		SP:Iteration 69Q (12025.940000 sec): 3 clusters
  Score: Raw -1900323.628450 + Penalty 3218.178136 = -1897105.450314
  nChanged 17
		SP:Iteration 70Q (12026.230000 sec): 3 clusters
  Score: Raw -1900327.873693 + Penalty 3218.178136 = -1897109.695557
  nChanged 15
		SP:Iteration 71Q (12026.520000 sec): 3 clusters
  Score: Raw -1900332.864384 + Penalty 3218.178136 = -1897114.686248
  nChanged 18
		SP:Iteration 72Q (12026.770000 sec): 3 clusters
  Score: Raw -1900337.237653 + Penalty 3218.178136 = -1897119.059517
  nChanged 13
		SP:Iteration 73Q (12027.080000 sec): 3 clusters
  Score: Raw -1900341.301451 + Penalty 3218.178136 = -1897123.123316
  nChanged 12
		SP:Iteration 74Q (12027.360000 sec): 3 clusters
  Score: Raw -1900345.766588 + Penalty 3218.178136 = -1897127.588453
  nChanged 11
		SP:Iteration 75Q (12027.600000 sec): 3 clusters
  Score: Raw -1900350.388514 + Penalty 3218.178136 = -1897132.210379
  nChanged 13
		SP:Iteration 76Q (12027.850000 sec): 3 clusters
  Score: Raw -1900355.414829 + Penalty 3218.178136 = -1897137.236693
  nChanged 12
		SP:Iteration 77Q (12028.060000 sec): 3 clusters
  Score: Raw -1900359.359761 + Penalty 3218.178136 = -1897141.181626
  nChanged 12
		SP:Iteration 78Q (12028.360000 sec): 3 clusters
  Score: Raw -1900362.371793 + Penalty 3218.178136 = -1897144.193657
  nChanged 9
		SP:Iteration 79Q (12028.650000 sec): 3 clusters
  Score: Raw -1900364.777564 + Penalty 3218.178136 = -1897146.599428
  nChanged 6
		SP:Iteration 80F (12028.960000 sec): 3 clusters
  Score: Raw -1900366.257339 + Penalty 3218.178136 = -1897148.079204
  nChanged 5
		SP:Iteration 81Q (12029.270000 sec): 3 clusters
  Score: Raw -1900368.000601 + Penalty 3218.178136 = -1897149.822465
  nChanged 10
		SP:Iteration 82Q (12029.520000 sec): 3 clusters
  Score: Raw -1900370.582099 + Penalty 3218.178136 = -1897152.403963
  nChanged 6
		SP:Iteration 83Q (12029.770000 sec): 3 clusters
  Score: Raw -1900371.523360 + Penalty 3218.178136 = -1897153.345224
  nChanged 7
		SP:Iteration 84Q (12030.050000 sec): 3 clusters
  Score: Raw -1900372.670160 + Penalty 3218.178136 = -1897154.492024
  nChanged 7
		SP:Iteration 85Q (12030.370000 sec): 3 clusters
  Score: Raw -1900374.142545 + Penalty 3218.178136 = -1897155.964409
  nChanged 6
		SP:Iteration 86Q (12030.680000 sec): 3 clusters
  Score: Raw -1900375.778548 + Penalty 3218.178136 = -1897157.600413
  nChanged 6
		SP:Iteration 87Q (12030.940000 sec): 3 clusters
  Score: Raw -1900377.648146 + Penalty 3218.178136 = -1897159.470010
  nChanged 8
		SP:Iteration 88Q (12031.240000 sec): 3 clusters
  Score: Raw -1900380.477010 + Penalty 3218.178136 = -1897162.298874
  nChanged 10
		SP:Iteration 89Q (12031.520000 sec): 3 clusters
  Score: Raw -1900383.706115 + Penalty 3218.178136 = -1897165.527979
  nChanged 10
		SP:Iteration 90Q (12031.780000 sec): 3 clusters
  Score: Raw -1900386.535289 + Penalty 3218.178136 = -1897168.357154
  nChanged 7
		SP:Iteration 91Q (12032.060000 sec): 3 clusters
  Score: Raw -1900389.260960 + Penalty 3218.178136 = -1897171.082825
  nChanged 14
		SP:Iteration 92Q (12032.280000 sec): 3 clusters
  Score: Raw -1900394.662109 + Penalty 3218.178136 = -1897176.483973
  nChanged 14
		SP:Iteration 93Q (12032.540000 sec): 3 clusters
  Score: Raw -1900399.182752 + Penalty 3218.178136 = -1897181.004616
  nChanged 6
		SP:Iteration 94Q (12032.840000 sec): 3 clusters
  Score: Raw -1900401.225001 + Penalty 3218.178136 = -1897183.046865
  nChanged 9
		SP:Iteration 95Q (12033.100000 sec): 3 clusters
  Score: Raw -1900403.771094 + Penalty 3218.178136 = -1897185.592959
  nChanged 5
		SP:Iteration 96Q (12033.450000 sec): 3 clusters
  Score: Raw -1900404.915166 + Penalty 3218.178136 = -1897186.737031
  nChanged 3
		SP:Iteration 97Q (12033.710000 sec): 3 clusters
  Score: Raw -1900405.712086 + Penalty 3218.178136 = -1897187.533950
  nChanged 2
		SP:Iteration 98Q (12034.000000 sec): 3 clusters
  Score: Raw -1900405.894343 + Penalty 3218.178136 = -1897187.716208
  nChanged 0
		SP:Iteration 99F (12034.260000 sec): 3 clusters
  Score: Raw -1900405.894343 + Penalty 3218.178136 = -1897187.716208
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (14020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12034.450000 sec): 2 clusters
  Score: Raw -1326172.508885 + Penalty 1551.589026 = -1324620.919859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12034.700000 sec): 3 clusters
  Score: Raw -1317996.026170 + Penalty 3103.178052 = -1314892.848118
  nChanged 6135
		SP:Iteration 1F (12034.990000 sec): 3 clusters
  Score: Raw -1321394.880926 + Penalty 3103.178052 = -1318291.702874
  nChanged 853
		SP:Iteration 2F (12035.200000 sec): 3 clusters
  Score: Raw -1321782.417792 + Penalty 3103.178052 = -1318679.239740
  nChanged 842
		SP:Iteration 3F (12035.470000 sec): 3 clusters
  Score: Raw -1322197.270641 + Penalty 3103.178052 = -1319094.092589
  nChanged 801
		SP:Iteration 4F (12035.690000 sec): 3 clusters
  Score: Raw -1322587.262204 + Penalty 3103.178052 = -1319484.084152
  nChanged 744
		SP:Iteration 5F (12035.980000 sec): 3 clusters
  Score: Raw -1322962.733960 + Penalty 3103.178052 = -1319859.555908
  nChanged 661
		SP:Iteration 6Q (12036.200000 sec): 3 clusters
  Score: Raw -1323310.820689 + Penalty 3103.178052 = -1320207.642637
  nChanged 639
		SP:Iteration 7Q (12036.510000 sec): 3 clusters
  Score: Raw -1323666.041067 + Penalty 3103.178052 = -1320562.863015
  nChanged 620
		SP:Iteration 8Q (12036.810000 sec): 3 clusters
  Score: Raw -1324024.003323 + Penalty 3103.178052 = -1320920.825270
  nChanged 543
		SP:Iteration 9Q (12037.090000 sec): 3 clusters
  Score: Raw -1324340.041475 + Penalty 3103.178052 = -1321236.863422
  nChanged 500
		SP:Iteration 10Q (12037.360000 sec): 3 clusters
  Score: Raw -1324637.457198 + Penalty 3103.178052 = -1321534.279145
  nChanged 442
		SP:Iteration 11Q (12037.590000 sec): 3 clusters
  Score: Raw -1324865.135397 + Penalty 3103.178052 = -1321761.957345
  nChanged 395
		SP:Iteration 12Q (12037.870000 sec): 3 clusters
  Score: Raw -1325072.092663 + Penalty 3103.178052 = -1321968.914611
  nChanged 365
		SP:Iteration 13Q (12038.180000 sec): 3 clusters
  Score: Raw -1325266.114647 + Penalty 3103.178052 = -1322162.936594
  nChanged 315
		SP:Iteration 14Q (12038.460000 sec): 3 clusters
  Score: Raw -1325430.061580 + Penalty 3103.178052 = -1322326.883527
  nChanged 290
		SP:Iteration 15Q (12038.690000 sec): 3 clusters
  Score: Raw -1325568.235104 + Penalty 3103.178052 = -1322465.057051
  nChanged 271
		SP:Iteration 16Q (12038.920000 sec): 3 clusters
  Score: Raw -1325688.198907 + Penalty 3103.178052 = -1322585.020855
  nChanged 235
		SP:Iteration 17Q (12039.200000 sec): 3 clusters
  Score: Raw -1325797.503553 + Penalty 3103.178052 = -1322694.325501
  nChanged 235
		SP:Iteration 18Q (12039.440000 sec): 3 clusters
  Score: Raw -1325896.917774 + Penalty 3103.178052 = -1322793.739722
  nChanged 185
		SP:Iteration 19Q (12039.680000 sec): 3 clusters
  Score: Raw -1325975.649247 + Penalty 3103.178052 = -1322872.471195
  nChanged 178
		SP:Iteration 20F (12039.900000 sec): 3 clusters
  Score: Raw -1326050.174881 + Penalty 3103.178052 = -1322946.996829
  nChanged 179
		SP:Iteration 21Q (12040.180000 sec): 3 clusters
  Score: Raw -1326127.812872 + Penalty 3103.178052 = -1323024.634820
  nChanged 161
		SP:Iteration 22Q (12040.390000 sec): 3 clusters
  Score: Raw -1326199.237587 + Penalty 3103.178052 = -1323096.059534
  nChanged 145
		SP:Iteration 23Q (12040.660000 sec): 3 clusters
  Score: Raw -1326261.129775 + Penalty 3103.178052 = -1323157.951722
  nChanged 125
		SP:Iteration 24Q (12040.880000 sec): 3 clusters
  Score: Raw -1326310.210269 + Penalty 3103.178052 = -1323207.032217
  nChanged 101
		SP:Iteration 25Q (12041.120000 sec): 3 clusters
  Score: Raw -1326352.077615 + Penalty 3103.178052 = -1323248.899563
  nChanged 91
		SP:Iteration 26Q (12041.360000 sec): 3 clusters
  Score: Raw -1326390.266647 + Penalty 3103.178052 = -1323287.088594
  nChanged 88
		SP:Iteration 27Q (12041.640000 sec): 3 clusters
  Score: Raw -1326421.417555 + Penalty 3103.178052 = -1323318.239503
  nChanged 61
		SP:Iteration 28Q (12041.840000 sec): 3 clusters
  Score: Raw -1326445.715186 + Penalty 3103.178052 = -1323342.537133
  nChanged 77
		SP:Iteration 29Q (12042.080000 sec): 3 clusters
  Score: Raw -1326479.476870 + Penalty 3103.178052 = -1323376.298818
  nChanged 77
		SP:Iteration 30Q (12042.380000 sec): 3 clusters
  Score: Raw -1326513.685088 + Penalty 3103.178052 = -1323410.507036
  nChanged 77
		SP:Iteration 31Q (12042.660000 sec): 3 clusters
  Score: Raw -1326555.736748 + Penalty 3103.178052 = -1323452.558696
  nChanged 66
		SP:Iteration 32Q (12042.900000 sec): 3 clusters
  Score: Raw -1326596.062571 + Penalty 3103.178052 = -1323492.884519
  nChanged 62
		SP:Iteration 33Q (12043.160000 sec): 3 clusters
  Score: Raw -1326642.287418 + Penalty 3103.178052 = -1323539.109365
  nChanged 59
		SP:Iteration 34Q (12043.420000 sec): 3 clusters
  Score: Raw -1326710.146525 + Penalty 3103.178052 = -1323606.968473
  nChanged 65
		SP:Iteration 35Q (12043.730000 sec): 3 clusters
  Score: Raw -1326766.739481 + Penalty 3103.178052 = -1323663.561429
  nChanged 66
		SP:Iteration 36Q (12043.970000 sec): 3 clusters
  Score: Raw -1326811.525456 + Penalty 3103.178052 = -1323708.347403
  nChanged 50
		SP:Iteration 37Q (12044.210000 sec): 3 clusters
  Score: Raw -1326838.697463 + Penalty 3103.178052 = -1323735.519410
  nChanged 33
		SP:Iteration 38Q (12044.470000 sec): 3 clusters
  Score: Raw -1326849.078826 + Penalty 3103.178052 = -1323745.900773
  nChanged 28
		SP:Iteration 39Q (12044.760000 sec): 3 clusters
  Score: Raw -1326855.822229 + Penalty 3103.178052 = -1323752.644177
  nChanged 16
		SP:Iteration 40F (12045.050000 sec): 3 clusters
  Score: Raw -1326864.043786 + Penalty 3103.178052 = -1323760.865734
  nChanged 23
		SP:Iteration 41Q (12045.260000 sec): 3 clusters
  Score: Raw -1326872.988195 + Penalty 3103.178052 = -1323769.810142
  nChanged 23
		SP:Iteration 42Q (12045.520000 sec): 3 clusters
  Score: Raw -1326881.035735 + Penalty 3103.178052 = -1323777.857682
  nChanged 16
		SP:Iteration 43Q (12045.800000 sec): 3 clusters
  Score: Raw -1326887.179814 + Penalty 3103.178052 = -1323784.001762
  nChanged 17
		SP:Iteration 44Q (12046.020000 sec): 3 clusters
  Score: Raw -1326893.256779 + Penalty 3103.178052 = -1323790.078727
  nChanged 8
		SP:Iteration 45Q (12046.310000 sec): 3 clusters
  Score: Raw -1326895.087787 + Penalty 3103.178052 = -1323791.909734
  nChanged 4
		SP:Iteration 46Q (12046.600000 sec): 3 clusters
  Score: Raw -1326895.647601 + Penalty 3103.178052 = -1323792.469549
  nChanged 3
		SP:Iteration 47Q (12046.870000 sec): 3 clusters
  Score: Raw -1326896.561657 + Penalty 3103.178052 = -1323793.383605
  nChanged 3
		SP:Iteration 48Q (12047.130000 sec): 3 clusters
  Score: Raw -1326897.421533 + Penalty 3103.178052 = -1323794.243481
  nChanged 5
		SP:Iteration 49Q (12047.320000 sec): 3 clusters
  Score: Raw -1326898.585402 + Penalty 3103.178052 = -1323795.407350
  nChanged 6
		SP:Iteration 50Q (12047.540000 sec): 3 clusters
  Score: Raw -1326900.360826 + Penalty 3103.178052 = -1323797.182773
  nChanged 3
		SP:Iteration 51Q (12047.790000 sec): 3 clusters
  Score: Raw -1326900.954916 + Penalty 3103.178052 = -1323797.776864
  nChanged 8
		SP:Iteration 52Q (12048.050000 sec): 3 clusters
  Score: Raw -1326902.242804 + Penalty 3103.178052 = -1323799.064752
  nChanged 3
		SP:Iteration 53Q (12048.240000 sec): 3 clusters
  Score: Raw -1326902.527633 + Penalty 3103.178052 = -1323799.349581
  nChanged 2
		SP:Iteration 54Q (12048.500000 sec): 3 clusters
  Score: Raw -1326902.779395 + Penalty 3103.178052 = -1323799.601343
  nChanged 1
		SP:Iteration 55Q (12048.680000 sec): 3 clusters
  Score: Raw -1326902.972853 + Penalty 3103.178052 = -1323799.794801
  nChanged 1
		SP:Iteration 56Q (12048.960000 sec): 3 clusters
  Score: Raw -1326903.088498 + Penalty 3103.178052 = -1323799.910445
  nChanged 1
		SP:Iteration 57Q (12049.200000 sec): 3 clusters
  Score: Raw -1326903.175507 + Penalty 3103.178052 = -1323799.997455
  nChanged 0
		SP:Iteration 58F (12049.480000 sec): 3 clusters
  Score: Raw -1326903.175507 + Penalty 3103.178052 = -1323799.997455
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12049.580000 sec): 2 clusters
  Score: Raw -152653.715951 + Penalty 1191.828519 = -151461.887432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12049.750000 sec): 3 clusters
  Score: Raw -152074.093001 + Penalty 2383.657039 = -149690.435962
  nChanged 495
		SP:Iteration 1F (12049.950000 sec): 3 clusters
  Score: Raw -152451.286154 + Penalty 2383.657039 = -150067.629115
  nChanged 131
		SP:Iteration 2F (12050.140000 sec): 3 clusters
  Score: Raw -152562.646695 + Penalty 2383.657039 = -150178.989656
  nChanged 72
		SP:Iteration 3Q (12050.300000 sec): 3 clusters
  Score: Raw -152620.917767 + Penalty 2383.657039 = -150237.260728
  nChanged 52
		SP:Iteration 4Q (12050.510000 sec): 3 clusters
  Score: Raw -152667.055695 + Penalty 2383.657039 = -150283.398656
  nChanged 38
		SP:Iteration 5Q (12050.680000 sec): 3 clusters
  Score: Raw -152700.194350 + Penalty 2383.657039 = -150316.537311
  nChanged 30
		SP:Iteration 6Q (12050.840000 sec): 3 clusters
  Score: Raw -152724.320682 + Penalty 2383.657039 = -150340.663643
  nChanged 25
		SP:Iteration 7Q (12051.070000 sec): 3 clusters
  Score: Raw -152743.575500 + Penalty 2383.657039 = -150359.918462
  nChanged 19
		SP:Iteration 8Q (12051.230000 sec): 3 clusters
  Score: Raw -152758.417679 + Penalty 2383.657039 = -150374.760641
  nChanged 11
		SP:Iteration 9Q (12051.390000 sec): 3 clusters
  Score: Raw -152770.301572 + Penalty 2383.657039 = -150386.644534
  nChanged 13
		SP:Iteration 10Q (12051.610000 sec): 3 clusters
  Score: Raw -152780.507675 + Penalty 2383.657039 = -150396.850636
  nChanged 9
		SP:Iteration 11Q (12051.780000 sec): 3 clusters
  Score: Raw -152791.076656 + Penalty 2383.657039 = -150407.419618
  nChanged 10
		SP:Iteration 12Q (12051.990000 sec): 3 clusters
  Score: Raw -152798.365213 + Penalty 2383.657039 = -150414.708174
  nChanged 12
		SP:Iteration 13Q (12052.210000 sec): 3 clusters
  Score: Raw -152806.501371 + Penalty 2383.657039 = -150422.844332
  nChanged 15
		SP:Iteration 14Q (12052.370000 sec): 3 clusters
  Score: Raw -152820.215354 + Penalty 2383.657039 = -150436.558316
  nChanged 15
		SP:Iteration 15Q (12052.550000 sec): 3 clusters
  Score: Raw -152833.590167 + Penalty 2383.657039 = -150449.933128
  nChanged 7
		SP:Iteration 16Q (12052.770000 sec): 3 clusters
  Score: Raw -152840.490768 + Penalty 2383.657039 = -150456.833729
  nChanged 10
		SP:Iteration 17Q (12052.990000 sec): 3 clusters
  Score: Raw -152851.383996 + Penalty 2383.657039 = -150467.726957
  nChanged 4
		SP:Iteration 18Q (12053.200000 sec): 3 clusters
  Score: Raw -152854.928834 + Penalty 2383.657039 = -150471.271795
  nChanged 9
		SP:Iteration 19Q (12053.390000 sec): 3 clusters
  Score: Raw -152862.376375 + Penalty 2383.657039 = -150478.719336
  nChanged 7
		SP:Iteration 20F (12053.580000 sec): 3 clusters
  Score: Raw -152868.559087 + Penalty 2383.657039 = -150484.902048
  nChanged 4
		SP:Iteration 21Q (12053.730000 sec): 3 clusters
  Score: Raw -152874.873363 + Penalty 2383.657039 = -150491.216324
  nChanged 4
		SP:Iteration 22Q (12053.890000 sec): 3 clusters
  Score: Raw -152879.681751 + Penalty 2383.657039 = -150496.024712
  nChanged 6
		SP:Iteration 23Q (12054.110000 sec): 3 clusters
  Score: Raw -152890.302837 + Penalty 2383.657039 = -150506.645798
  nChanged 9
		SP:Iteration 24Q (12054.280000 sec): 3 clusters
  Score: Raw -152903.701314 + Penalty 2383.657039 = -150520.044275
  nChanged 9
		SP:Iteration 25Q (12054.450000 sec): 3 clusters
  Score: Raw -152910.865391 + Penalty 2383.657039 = -150527.208352
  nChanged 6
		SP:Iteration 26Q (12054.650000 sec): 3 clusters
  Score: Raw -152915.704234 + Penalty 2383.657039 = -150532.047195
  nChanged 7
		SP:Iteration 27Q (12054.830000 sec): 3 clusters
  Score: Raw -152921.189394 + Penalty 2383.657039 = -150537.532355
  nChanged 6
		SP:Iteration 28Q (12055.040000 sec): 3 clusters
  Score: Raw -152930.201954 + Penalty 2383.657039 = -150546.544915
  nChanged 8
		SP:Iteration 29Q (12055.190000 sec): 3 clusters
  Score: Raw -152934.687585 + Penalty 2383.657039 = -150551.030546
  nChanged 11
		SP:Iteration 30Q (12055.490000 sec): 3 clusters
  Score: Raw -152940.428055 + Penalty 2383.657039 = -150556.771016
  nChanged 8
		SP:Iteration 31Q (12055.650000 sec): 3 clusters
  Score: Raw -152945.386465 + Penalty 2383.657039 = -150561.729426
  nChanged 5
		SP:Iteration 32Q (12055.810000 sec): 3 clusters
  Score: Raw -152948.330168 + Penalty 2383.657039 = -150564.673129
  nChanged 4
		SP:Iteration 33Q (12055.970000 sec): 3 clusters
  Score: Raw -152953.110635 + Penalty 2383.657039 = -150569.453596
  nChanged 7
		SP:Iteration 34Q (12056.140000 sec): 3 clusters
  Score: Raw -152957.904922 + Penalty 2383.657039 = -150574.247884
  nChanged 5
		SP:Iteration 35Q (12056.330000 sec): 3 clusters
  Score: Raw -152960.293001 + Penalty 2383.657039 = -150576.635963
  nChanged 2
		SP:Iteration 36Q (12056.490000 sec): 3 clusters
  Score: Raw -152961.094594 + Penalty 2383.657039 = -150577.437556
  nChanged 0
		SP:Iteration 37F (12056.650000 sec): 3 clusters
  Score: Raw -152961.094594 + Penalty 2383.657039 = -150577.437556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (12815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12056.810000 sec): 2 clusters
  Score: Raw -1325384.091048 + Penalty 1536.985391 = -1323847.105656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12057.090000 sec): 3 clusters
  Score: Raw -1317995.622961 + Penalty 3073.970783 = -1314921.652179
  nChanged 5643
		SP:Iteration 1F (12057.390000 sec): 3 clusters
  Score: Raw -1321365.919878 + Penalty 3073.970783 = -1318291.949095
  nChanged 1012
		SP:Iteration 2F (12057.570000 sec): 3 clusters
  Score: Raw -1322062.789978 + Penalty 3073.970783 = -1318988.819195
  nChanged 1003
		SP:Iteration 3F (12057.830000 sec): 3 clusters
  Score: Raw -1322771.574432 + Penalty 3073.970783 = -1319697.603649
  nChanged 907
		SP:Iteration 4F (12058.090000 sec): 3 clusters
  Score: Raw -1323391.026366 + Penalty 3073.970783 = -1320317.055583
  nChanged 817
		SP:Iteration 5F (12058.380000 sec): 3 clusters
  Score: Raw -1323939.771087 + Penalty 3073.970783 = -1320865.800305
  nChanged 656
		SP:Iteration 6F (12058.650000 sec): 3 clusters
  Score: Raw -1324453.227811 + Penalty 3073.970783 = -1321379.257028
  nChanged 543
		SP:Iteration 7Q (12058.890000 sec): 3 clusters
  Score: Raw -1324988.881071 + Penalty 3073.970783 = -1321914.910289
  nChanged 513
		SP:Iteration 8Q (12059.110000 sec): 3 clusters
  Score: Raw -1325561.633870 + Penalty 3073.970783 = -1322487.663088
  nChanged 419
		SP:Iteration 9Q (12059.360000 sec): 3 clusters
  Score: Raw -1325909.064507 + Penalty 3073.970783 = -1322835.093725
  nChanged 336
		SP:Iteration 10Q (12059.650000 sec): 3 clusters
  Score: Raw -1326156.686304 + Penalty 3073.970783 = -1323082.715522
  nChanged 254
		SP:Iteration 11Q (12059.890000 sec): 3 clusters
  Score: Raw -1326278.476564 + Penalty 3073.970783 = -1323204.505782
  nChanged 176
		SP:Iteration 12Q (12060.120000 sec): 3 clusters
  Score: Raw -1326348.620177 + Penalty 3073.970783 = -1323274.649394
  nChanged 133
		SP:Iteration 13Q (12060.330000 sec): 3 clusters
  Score: Raw -1326391.227001 + Penalty 3073.970783 = -1323317.256218
  nChanged 98
		SP:Iteration 14Q (12060.560000 sec): 3 clusters
  Score: Raw -1326417.468403 + Penalty 3073.970783 = -1323343.497620
  nChanged 80
		SP:Iteration 15Q (12060.780000 sec): 3 clusters
  Score: Raw -1326436.065310 + Penalty 3073.970783 = -1323362.094527
  nChanged 54
		SP:Iteration 16Q (12061.060000 sec): 3 clusters
  Score: Raw -1326446.412818 + Penalty 3073.970783 = -1323372.442035
  nChanged 38
		SP:Iteration 17Q (12061.290000 sec): 3 clusters
  Score: Raw -1326453.428228 + Penalty 3073.970783 = -1323379.457445
  nChanged 37
		SP:Iteration 18Q (12061.550000 sec): 3 clusters
  Score: Raw -1326459.561388 + Penalty 3073.970783 = -1323385.590605
  nChanged 28
		SP:Iteration 19Q (12061.790000 sec): 3 clusters
  Score: Raw -1326464.394503 + Penalty 3073.970783 = -1323390.423720
  nChanged 30
		SP:Iteration 20F (12062.030000 sec): 3 clusters
  Score: Raw -1326468.603902 + Penalty 3073.970783 = -1323394.633119
  nChanged 19
		SP:Iteration 21Q (12062.320000 sec): 3 clusters
  Score: Raw -1326470.677377 + Penalty 3073.970783 = -1323396.706595
  nChanged 14
		SP:Iteration 22Q (12062.530000 sec): 3 clusters
  Score: Raw -1326472.567586 + Penalty 3073.970783 = -1323398.596803
  nChanged 11
		SP:Iteration 23Q (12062.790000 sec): 3 clusters
  Score: Raw -1326473.632233 + Penalty 3073.970783 = -1323399.661450
  nChanged 9
		SP:Iteration 24Q (12063.070000 sec): 3 clusters
  Score: Raw -1326474.323537 + Penalty 3073.970783 = -1323400.352754
  nChanged 6
		SP:Iteration 25Q (12063.330000 sec): 3 clusters
  Score: Raw -1326474.755385 + Penalty 3073.970783 = -1323400.784603
  nChanged 2
		SP:Iteration 26Q (12063.540000 sec): 3 clusters
  Score: Raw -1326474.999314 + Penalty 3073.970783 = -1323401.028531
  nChanged 1
		SP:Iteration 27Q (12063.750000 sec): 3 clusters
  Score: Raw -1326475.127441 + Penalty 3073.970783 = -1323401.156658
  nChanged 2
		SP:Iteration 28Q (12063.980000 sec): 3 clusters
  Score: Raw -1326475.315258 + Penalty 3073.970783 = -1323401.344475
  nChanged 2
		SP:Iteration 29Q (12064.180000 sec): 3 clusters
  Score: Raw -1326475.548866 + Penalty 3073.970783 = -1323401.578084
  nChanged 1
		SP:Iteration 30Q (12064.400000 sec): 3 clusters
  Score: Raw -1326475.627076 + Penalty 3073.970783 = -1323401.656293
  nChanged 1
		SP:Iteration 31Q (12064.630000 sec): 3 clusters
  Score: Raw -1326475.703141 + Penalty 3073.970783 = -1323401.732358
  nChanged 1
		SP:Iteration 32Q (12064.870000 sec): 3 clusters
  Score: Raw -1326475.760318 + Penalty 3073.970783 = -1323401.789535
  nChanged 0
		SP:Iteration 33F (12065.060000 sec): 3 clusters
  Score: Raw -1326475.760318 + Penalty 3073.970783 = -1323401.789535
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12065.220000 sec): 2 clusters
  Score: Raw -644176.291346 + Penalty 1419.156675 = -642757.134671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12065.390000 sec): 3 clusters
  Score: Raw -640787.198078 + Penalty 2838.313350 = -637948.884728
  nChanged 2630
		SP:Iteration 1F (12065.580000 sec): 3 clusters
  Score: Raw -642270.880961 + Penalty 2838.313350 = -639432.567611
  nChanged 418
		SP:Iteration 2F (12065.790000 sec): 3 clusters
  Score: Raw -642477.174687 + Penalty 2838.313350 = -639638.861337
  nChanged 328
		SP:Iteration 3F (12066.000000 sec): 3 clusters
  Score: Raw -642630.838617 + Penalty 2838.313350 = -639792.525268
  nChanged 277
		SP:Iteration 4Q (12066.200000 sec): 3 clusters
  Score: Raw -642763.813806 + Penalty 2838.313350 = -639925.500457
  nChanged 264
		SP:Iteration 5Q (12066.460000 sec): 3 clusters
  Score: Raw -642880.357036 + Penalty 2838.313350 = -640042.043686
  nChanged 200
		SP:Iteration 6Q (12066.670000 sec): 3 clusters
  Score: Raw -642953.298200 + Penalty 2838.313350 = -640114.984850
  nChanged 153
		SP:Iteration 7Q (12066.880000 sec): 3 clusters
  Score: Raw -643007.749969 + Penalty 2838.313350 = -640169.436619
  nChanged 145
		SP:Iteration 8Q (12067.050000 sec): 3 clusters
  Score: Raw -643060.455149 + Penalty 2838.313350 = -640222.141799
  nChanged 140
		SP:Iteration 9Q (12067.220000 sec): 3 clusters
  Score: Raw -643110.441265 + Penalty 2838.313350 = -640272.127916
  nChanged 130
		SP:Iteration 10Q (12067.430000 sec): 3 clusters
  Score: Raw -643151.307600 + Penalty 2838.313350 = -640312.994251
  nChanged 115
		SP:Iteration 11Q (12067.670000 sec): 3 clusters
  Score: Raw -643195.966588 + Penalty 2838.313350 = -640357.653238
  nChanged 112
		SP:Iteration 12Q (12067.830000 sec): 3 clusters
  Score: Raw -643235.137642 + Penalty 2838.313350 = -640396.824292
  nChanged 108
		SP:Iteration 13Q (12068.070000 sec): 3 clusters
  Score: Raw -643270.154047 + Penalty 2838.313350 = -640431.840697
  nChanged 94
		SP:Iteration 14Q (12068.280000 sec): 3 clusters
  Score: Raw -643299.672896 + Penalty 2838.313350 = -640461.359547
  nChanged 87
		SP:Iteration 15Q (12068.430000 sec): 3 clusters
  Score: Raw -643329.253309 + Penalty 2838.313350 = -640490.939960
  nChanged 90
		SP:Iteration 16Q (12068.620000 sec): 3 clusters
  Score: Raw -643357.179388 + Penalty 2838.313350 = -640518.866039
  nChanged 80
		SP:Iteration 17Q (12068.810000 sec): 3 clusters
  Score: Raw -643380.423752 + Penalty 2838.313350 = -640542.110402
  nChanged 66
		SP:Iteration 18Q (12069.010000 sec): 3 clusters
  Score: Raw -643400.554165 + Penalty 2838.313350 = -640562.240815
  nChanged 60
		SP:Iteration 19Q (12069.190000 sec): 3 clusters
  Score: Raw -643418.093799 + Penalty 2838.313350 = -640579.780450
  nChanged 62
		SP:Iteration 20F (12069.400000 sec): 3 clusters
  Score: Raw -643446.897417 + Penalty 2838.313350 = -640608.584067
  nChanged 85
		SP:Iteration 21Q (12069.590000 sec): 3 clusters
  Score: Raw -643492.311911 + Penalty 2838.313350 = -640653.998561
  nChanged 90
		SP:Iteration 22Q (12069.870000 sec): 3 clusters
  Score: Raw -643536.406864 + Penalty 2838.313350 = -640698.093515
  nChanged 104
		SP:Iteration 23Q (12070.050000 sec): 3 clusters
  Score: Raw -643582.083355 + Penalty 2838.313350 = -640743.770005
  nChanged 106
		SP:Iteration 24Q (12070.210000 sec): 3 clusters
  Score: Raw -643625.866452 + Penalty 2838.313350 = -640787.553102
  nChanged 87
		SP:Iteration 25Q (12070.430000 sec): 3 clusters
  Score: Raw -643653.007189 + Penalty 2838.313350 = -640814.693839
  nChanged 89
		SP:Iteration 26Q (12070.640000 sec): 3 clusters
  Score: Raw -643683.793274 + Penalty 2838.313350 = -640845.479924
  nChanged 93
		SP:Iteration 27Q (12070.860000 sec): 3 clusters
  Score: Raw -643720.875025 + Penalty 2838.313350 = -640882.561675
  nChanged 85
		SP:Iteration 28Q (12071.110000 sec): 3 clusters
  Score: Raw -643756.688699 + Penalty 2838.313350 = -640918.375349
  nChanged 88
		SP:Iteration 29Q (12071.350000 sec): 3 clusters
  Score: Raw -643788.569936 + Penalty 2838.313350 = -640950.256587
  nChanged 70
		SP:Iteration 30Q (12071.550000 sec): 3 clusters
  Score: Raw -643815.838595 + Penalty 2838.313350 = -640977.525245
  nChanged 68
		SP:Iteration 31Q (12071.820000 sec): 3 clusters
  Score: Raw -643841.309234 + Penalty 2838.313350 = -641002.995884
  nChanged 63
		SP:Iteration 32Q (12072.050000 sec): 3 clusters
  Score: Raw -643861.118348 + Penalty 2838.313350 = -641022.804998
  nChanged 64
		SP:Iteration 33Q (12072.270000 sec): 3 clusters
  Score: Raw -643881.528467 + Penalty 2838.313350 = -641043.215118
  nChanged 62
		SP:Iteration 34Q (12072.520000 sec): 3 clusters
  Score: Raw -643906.890196 + Penalty 2838.313350 = -641068.576846
  nChanged 75
		SP:Iteration 35Q (12072.720000 sec): 3 clusters
  Score: Raw -643937.836997 + Penalty 2838.313350 = -641099.523648
  nChanged 71
		SP:Iteration 36Q (12072.900000 sec): 3 clusters
  Score: Raw -643964.748182 + Penalty 2838.313350 = -641126.434832
  nChanged 63
		SP:Iteration 37Q (12073.110000 sec): 3 clusters
  Score: Raw -643989.265516 + Penalty 2838.313350 = -641150.952166
  nChanged 53
		SP:Iteration 38Q (12073.330000 sec): 3 clusters
  Score: Raw -644011.581655 + Penalty 2838.313350 = -641173.268305
  nChanged 51
		SP:Iteration 39Q (12073.560000 sec): 3 clusters
  Score: Raw -644031.234250 + Penalty 2838.313350 = -641192.920900
  nChanged 50
		SP:Iteration 40F (12073.800000 sec): 3 clusters
  Score: Raw -644045.663733 + Penalty 2838.313350 = -641207.350383
  nChanged 44
		SP:Iteration 41Q (12074.030000 sec): 3 clusters
  Score: Raw -644060.970338 + Penalty 2838.313350 = -641222.656988
  nChanged 43
		SP:Iteration 42Q (12074.290000 sec): 3 clusters
  Score: Raw -644074.674854 + Penalty 2838.313350 = -641236.361505
  nChanged 28
		SP:Iteration 43Q (12074.460000 sec): 3 clusters
  Score: Raw -644084.052054 + Penalty 2838.313350 = -641245.738705
  nChanged 27
		SP:Iteration 44Q (12074.680000 sec): 3 clusters
  Score: Raw -644092.669284 + Penalty 2838.313350 = -641254.355935
  nChanged 31
		SP:Iteration 45Q (12074.890000 sec): 3 clusters
  Score: Raw -644102.877995 + Penalty 2838.313350 = -641264.564645
  nChanged 31
		SP:Iteration 46Q (12075.080000 sec): 3 clusters
  Score: Raw -644112.671840 + Penalty 2838.313350 = -641274.358491
  nChanged 26
		SP:Iteration 47Q (12075.280000 sec): 3 clusters
  Score: Raw -644122.213555 + Penalty 2838.313350 = -641283.900206
  nChanged 19
		SP:Iteration 48Q (12075.480000 sec): 3 clusters
  Score: Raw -644127.123973 + Penalty 2838.313350 = -641288.810624
  nChanged 20
		SP:Iteration 49Q (12075.680000 sec): 3 clusters
  Score: Raw -644131.984035 + Penalty 2838.313350 = -641293.670685
  nChanged 24
		SP:Iteration 50Q (12075.920000 sec): 3 clusters
  Score: Raw -644139.474706 + Penalty 2838.313350 = -641301.161357
  nChanged 23
		SP:Iteration 51Q (12076.110000 sec): 3 clusters
  Score: Raw -644146.077971 + Penalty 2838.313350 = -641307.764621
  nChanged 25
		SP:Iteration 52Q (12076.350000 sec): 3 clusters
  Score: Raw -644153.011987 + Penalty 2838.313350 = -641314.698637
  nChanged 22
		SP:Iteration 53Q (12076.530000 sec): 3 clusters
  Score: Raw -644157.649849 + Penalty 2838.313350 = -641319.336500
  nChanged 15
		SP:Iteration 54Q (12076.730000 sec): 3 clusters
  Score: Raw -644161.012720 + Penalty 2838.313350 = -641322.699371
  nChanged 13
		SP:Iteration 55Q (12076.980000 sec): 3 clusters
  Score: Raw -644163.426358 + Penalty 2838.313350 = -641325.113008
  nChanged 8
		SP:Iteration 56Q (12077.160000 sec): 3 clusters
  Score: Raw -644165.057238 + Penalty 2838.313350 = -641326.743889
  nChanged 7
		SP:Iteration 57Q (12077.350000 sec): 3 clusters
  Score: Raw -644166.268731 + Penalty 2838.313350 = -641327.955382
  nChanged 7
		SP:Iteration 58Q (12077.540000 sec): 3 clusters
  Score: Raw -644167.453641 + Penalty 2838.313350 = -641329.140292
  nChanged 7
		SP:Iteration 59Q (12077.740000 sec): 3 clusters
  Score: Raw -644168.293250 + Penalty 2838.313350 = -641329.979900
  nChanged 5
		SP:Iteration 60F (12077.940000 sec): 3 clusters
  Score: Raw -644168.860754 + Penalty 2838.313350 = -641330.547405
  nChanged 2
		SP:Iteration 61Q (12078.150000 sec): 3 clusters
  Score: Raw -644169.115389 + Penalty 2838.313350 = -641330.802039
  nChanged 3
		SP:Iteration 62Q (12078.330000 sec): 3 clusters
  Score: Raw -644169.418667 + Penalty 2838.313350 = -641331.105318
  nChanged 2
		SP:Iteration 63Q (12078.500000 sec): 3 clusters
  Score: Raw -644169.727842 + Penalty 2838.313350 = -641331.414492
  nChanged 2
		SP:Iteration 64Q (12078.680000 sec): 3 clusters
  Score: Raw -644169.961018 + Penalty 2838.313350 = -641331.647668
  nChanged 2
		SP:Iteration 65Q (12078.870000 sec): 3 clusters
  Score: Raw -644170.200495 + Penalty 2838.313350 = -641331.887145
  nChanged 1
		SP:Iteration 66Q (12079.050000 sec): 3 clusters
  Score: Raw -644170.497904 + Penalty 2838.313350 = -641332.184554
  nChanged 2
		SP:Iteration 67Q (12079.250000 sec): 3 clusters
  Score: Raw -644170.852131 + Penalty 2838.313350 = -641332.538782
  nChanged 0
		SP:Iteration 68F (12079.470000 sec): 3 clusters
  Score: Raw -644170.852131 + Penalty 2838.313350 = -641332.538782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12079.580000 sec): 2 clusters
  Score: Raw -175056.434200 + Penalty 1204.672192 = -173851.762008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12079.760000 sec): 3 clusters
  Score: Raw -174378.534004 + Penalty 2409.344384 = -171969.189620
  nChanged 542
		SP:Iteration 1F (12079.950000 sec): 3 clusters
  Score: Raw -174741.301227 + Penalty 2409.344384 = -172331.956843
  nChanged 127
		SP:Iteration 2F (12080.150000 sec): 3 clusters
  Score: Raw -174840.261830 + Penalty 2409.344384 = -172430.917446
  nChanged 82
		SP:Iteration 3Q (12080.340000 sec): 3 clusters
  Score: Raw -174900.107141 + Penalty 2409.344384 = -172490.762757
  nChanged 57
		SP:Iteration 4Q (12080.560000 sec): 3 clusters
  Score: Raw -174938.991974 + Penalty 2409.344384 = -172529.647590
  nChanged 35
		SP:Iteration 5Q (12080.730000 sec): 3 clusters
  Score: Raw -174960.789350 + Penalty 2409.344384 = -172551.444966
  nChanged 29
		SP:Iteration 6Q (12080.890000 sec): 3 clusters
  Score: Raw -174981.678729 + Penalty 2409.344384 = -172572.334345
  nChanged 18
		SP:Iteration 7Q (12081.070000 sec): 3 clusters
  Score: Raw -174993.617857 + Penalty 2409.344384 = -172584.273473
  nChanged 18
		SP:Iteration 8Q (12081.260000 sec): 3 clusters
  Score: Raw -175004.126044 + Penalty 2409.344384 = -172594.781660
  nChanged 12
		SP:Iteration 9Q (12081.410000 sec): 3 clusters
  Score: Raw -175011.659184 + Penalty 2409.344384 = -172602.314800
  nChanged 14
		SP:Iteration 10Q (12081.590000 sec): 3 clusters
  Score: Raw -175019.210464 + Penalty 2409.344384 = -172609.866079
  nChanged 17
		SP:Iteration 11Q (12081.780000 sec): 3 clusters
  Score: Raw -175028.967809 + Penalty 2409.344384 = -172619.623425
  nChanged 7
		SP:Iteration 12Q (12082.000000 sec): 3 clusters
  Score: Raw -175033.418064 + Penalty 2409.344384 = -172624.073680
  nChanged 8
		SP:Iteration 13Q (12082.190000 sec): 3 clusters
  Score: Raw -175038.138496 + Penalty 2409.344384 = -172628.794112
  nChanged 4
		SP:Iteration 14Q (12082.350000 sec): 3 clusters
  Score: Raw -175041.470665 + Penalty 2409.344384 = -172632.126281
  nChanged 4
		SP:Iteration 15Q (12082.570000 sec): 3 clusters
  Score: Raw -175043.157743 + Penalty 2409.344384 = -172633.813359
  nChanged 5
		SP:Iteration 16Q (12082.780000 sec): 3 clusters
  Score: Raw -175046.316684 + Penalty 2409.344384 = -172636.972300
  nChanged 8
		SP:Iteration 17Q (12082.980000 sec): 3 clusters
  Score: Raw -175052.506681 + Penalty 2409.344384 = -172643.162297
  nChanged 11
		SP:Iteration 18Q (12083.130000 sec): 3 clusters
  Score: Raw -175058.631696 + Penalty 2409.344384 = -172649.287312
  nChanged 6
		SP:Iteration 19Q (12083.310000 sec): 3 clusters
  Score: Raw -175064.605285 + Penalty 2409.344384 = -172655.260901
  nChanged 9
		SP:Iteration 20F (12083.510000 sec): 3 clusters
  Score: Raw -175070.783947 + Penalty 2409.344384 = -172661.439563
  nChanged 7
		SP:Iteration 21Q (12083.730000 sec): 3 clusters
  Score: Raw -175072.790692 + Penalty 2409.344384 = -172663.446308
  nChanged 2
		SP:Iteration 22Q (12083.870000 sec): 3 clusters
  Score: Raw -175073.432746 + Penalty 2409.344384 = -172664.088362
  nChanged 0
		SP:Iteration 23F (12084.080000 sec): 3 clusters
  Score: Raw -175073.432746 + Penalty 2409.344384 = -172664.088362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12084.190000 sec): 2 clusters
  Score: Raw -618289.366480 + Penalty 1419.261378 = -616870.105101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12084.420000 sec): 3 clusters
  Score: Raw -614950.168644 + Penalty 2838.522757 = -612111.645888
  nChanged 2570
		SP:Iteration 1F (12084.640000 sec): 3 clusters
  Score: Raw -616380.139870 + Penalty 2838.522757 = -613541.617113
  nChanged 452
		SP:Iteration 2F (12084.860000 sec): 3 clusters
  Score: Raw -616591.856481 + Penalty 2838.522757 = -613753.333724
  nChanged 333
		SP:Iteration 3F (12085.020000 sec): 3 clusters
  Score: Raw -616739.875041 + Penalty 2838.522757 = -613901.352284
  nChanged 263
		SP:Iteration 4Q (12085.250000 sec): 3 clusters
  Score: Raw -616850.505829 + Penalty 2838.522757 = -614011.983072
  nChanged 181
		SP:Iteration 5Q (12085.410000 sec): 3 clusters
  Score: Raw -616918.582467 + Penalty 2838.522757 = -614080.059710
  nChanged 165
		SP:Iteration 6Q (12085.610000 sec): 3 clusters
  Score: Raw -616981.013588 + Penalty 2838.522757 = -614142.490832
  nChanged 159
		SP:Iteration 7Q (12085.840000 sec): 3 clusters
  Score: Raw -617054.894946 + Penalty 2838.522757 = -614216.372189
  nChanged 163
		SP:Iteration 8Q (12086.090000 sec): 3 clusters
  Score: Raw -617146.772863 + Penalty 2838.522757 = -614308.250106
  nChanged 181
		SP:Iteration 9Q (12086.270000 sec): 3 clusters
  Score: Raw -617247.612040 + Penalty 2838.522757 = -614409.089283
  nChanged 181
		SP:Iteration 10Q (12086.550000 sec): 3 clusters
  Score: Raw -617349.421808 + Penalty 2838.522757 = -614510.899051
  nChanged 185
		SP:Iteration 11Q (12086.730000 sec): 3 clusters
  Score: Raw -617433.177092 + Penalty 2838.522757 = -614594.654335
  nChanged 171
		SP:Iteration 12Q (12086.930000 sec): 3 clusters
  Score: Raw -617510.712891 + Penalty 2838.522757 = -614672.190135
  nChanged 170
		SP:Iteration 13Q (12087.130000 sec): 3 clusters
  Score: Raw -617580.637630 + Penalty 2838.522757 = -614742.114873
  nChanged 190
		SP:Iteration 14Q (12087.330000 sec): 3 clusters
  Score: Raw -617666.020472 + Penalty 2838.522757 = -614827.497715
  nChanged 183
		SP:Iteration 15Q (12087.530000 sec): 3 clusters
  Score: Raw -617744.920987 + Penalty 2838.522757 = -614906.398230
  nChanged 177
		SP:Iteration 16Q (12087.750000 sec): 3 clusters
  Score: Raw -617830.892236 + Penalty 2838.522757 = -614992.369479
  nChanged 161
		SP:Iteration 17Q (12088.000000 sec): 3 clusters
  Score: Raw -617913.329183 + Penalty 2838.522757 = -615074.806426
  nChanged 175
		SP:Iteration 18Q (12088.200000 sec): 3 clusters
  Score: Raw -618008.429520 + Penalty 2838.522757 = -615169.906763
  nChanged 153
		SP:Iteration 19Q (12088.380000 sec): 3 clusters
  Score: Raw -618088.765093 + Penalty 2838.522757 = -615250.242336
  nChanged 151
		SP:Iteration 20F (12088.600000 sec): 3 clusters
  Score: Raw -618170.872028 + Penalty 2838.522757 = -615332.349271
  nChanged 170
		SP:Iteration 21Q (12088.780000 sec): 3 clusters
  Score: Raw -618273.063187 + Penalty 2838.522757 = -615434.540430
  nChanged 181
		SP:Iteration 22Q (12088.960000 sec): 3 clusters
  Score: Raw -618389.266863 + Penalty 2838.522757 = -615550.744106
  nChanged 169
		SP:Iteration 23Q (12089.250000 sec): 3 clusters
  Score: Raw -618502.794445 + Penalty 2838.522757 = -615664.271689
  nChanged 152
		SP:Iteration 24Q (12089.430000 sec): 3 clusters
  Score: Raw -618593.069247 + Penalty 2838.522757 = -615754.546490
  nChanged 130
		SP:Iteration 25Q (12089.700000 sec): 3 clusters
  Score: Raw -618672.987507 + Penalty 2838.522757 = -615834.464750
  nChanged 100
		SP:Iteration 26Q (12089.990000 sec): 3 clusters
  Score: Raw -618730.102595 + Penalty 2838.522757 = -615891.579838
  nChanged 79
		SP:Iteration 27Q (12090.250000 sec): 3 clusters
  Score: Raw -618765.846893 + Penalty 2838.522757 = -615927.324136
  nChanged 70
		SP:Iteration 28Q (12090.490000 sec): 3 clusters
  Score: Raw -618794.698150 + Penalty 2838.522757 = -615956.175393
  nChanged 56
		SP:Iteration 29Q (12090.690000 sec): 3 clusters
  Score: Raw -618816.903126 + Penalty 2838.522757 = -615978.380369
  nChanged 54
		SP:Iteration 30Q (12090.930000 sec): 3 clusters
  Score: Raw -618839.809102 + Penalty 2838.522757 = -616001.286345
  nChanged 47
		SP:Iteration 31Q (12091.200000 sec): 3 clusters
  Score: Raw -618857.507089 + Penalty 2838.522757 = -616018.984332
  nChanged 40
		SP:Iteration 32Q (12091.460000 sec): 3 clusters
  Score: Raw -618871.000867 + Penalty 2838.522757 = -616032.478110
  nChanged 30
		SP:Iteration 33Q (12091.680000 sec): 3 clusters
  Score: Raw -618881.656307 + Penalty 2838.522757 = -616043.133550
  nChanged 21
		SP:Iteration 34Q (12091.860000 sec): 3 clusters
  Score: Raw -618888.963366 + Penalty 2838.522757 = -616050.440609
  nChanged 27
		SP:Iteration 35Q (12092.040000 sec): 3 clusters
  Score: Raw -618896.990076 + Penalty 2838.522757 = -616058.467319
  nChanged 20
		SP:Iteration 36Q (12092.230000 sec): 3 clusters
  Score: Raw -618902.608528 + Penalty 2838.522757 = -616064.085771
  nChanged 15
		SP:Iteration 37Q (12092.390000 sec): 3 clusters
  Score: Raw -618907.496692 + Penalty 2838.522757 = -616068.973935
  nChanged 19
		SP:Iteration 38Q (12092.620000 sec): 3 clusters
  Score: Raw -618913.301432 + Penalty 2838.522757 = -616074.778675
  nChanged 21
		SP:Iteration 39Q (12092.840000 sec): 3 clusters
  Score: Raw -618921.384871 + Penalty 2838.522757 = -616082.862114
  nChanged 22
		SP:Iteration 40F (12093.040000 sec): 3 clusters
  Score: Raw -618928.622117 + Penalty 2838.522757 = -616090.099360
  nChanged 20
		SP:Iteration 41Q (12093.260000 sec): 3 clusters
  Score: Raw -618934.356088 + Penalty 2838.522757 = -616095.833331
  nChanged 15
		SP:Iteration 42Q (12093.500000 sec): 3 clusters
  Score: Raw -618938.684292 + Penalty 2838.522757 = -616100.161535
  nChanged 15
		SP:Iteration 43Q (12093.720000 sec): 3 clusters
  Score: Raw -618943.228302 + Penalty 2838.522757 = -616104.705546
  nChanged 15
		SP:Iteration 44Q (12093.930000 sec): 3 clusters
  Score: Raw -618948.923984 + Penalty 2838.522757 = -616110.401227
  nChanged 16
		SP:Iteration 45Q (12094.180000 sec): 3 clusters
  Score: Raw -618956.029540 + Penalty 2838.522757 = -616117.506783
  nChanged 15
		SP:Iteration 46Q (12094.370000 sec): 3 clusters
  Score: Raw -618962.152364 + Penalty 2838.522757 = -616123.629607
  nChanged 19
		SP:Iteration 47Q (12094.610000 sec): 3 clusters
  Score: Raw -618970.548136 + Penalty 2838.522757 = -616132.025379
  nChanged 14
		SP:Iteration 48Q (12094.810000 sec): 3 clusters
  Score: Raw -618977.616693 + Penalty 2838.522757 = -616139.093936
  nChanged 11
		SP:Iteration 49Q (12095.020000 sec): 3 clusters
  Score: Raw -618982.153071 + Penalty 2838.522757 = -616143.630314
  nChanged 7
		SP:Iteration 50Q (12095.270000 sec): 3 clusters
  Score: Raw -618985.427686 + Penalty 2838.522757 = -616146.904929
  nChanged 4
		SP:Iteration 51Q (12095.470000 sec): 3 clusters
  Score: Raw -618987.260386 + Penalty 2838.522757 = -616148.737629
  nChanged 6
		SP:Iteration 52Q (12095.720000 sec): 3 clusters
  Score: Raw -618989.898078 + Penalty 2838.522757 = -616151.375321
  nChanged 3
		SP:Iteration 53Q (12095.950000 sec): 3 clusters
  Score: Raw -618990.741173 + Penalty 2838.522757 = -616152.218416
  nChanged 3
		SP:Iteration 54Q (12096.210000 sec): 3 clusters
  Score: Raw -618992.219476 + Penalty 2838.522757 = -616153.696719
  nChanged 4
		SP:Iteration 55Q (12096.450000 sec): 3 clusters
  Score: Raw -618994.428704 + Penalty 2838.522757 = -616155.905947
  nChanged 5
		SP:Iteration 56Q (12096.630000 sec): 3 clusters
  Score: Raw -618996.241284 + Penalty 2838.522757 = -616157.718527
  nChanged 4
		SP:Iteration 57Q (12096.870000 sec): 3 clusters
  Score: Raw -618997.870866 + Penalty 2838.522757 = -616159.348109
  nChanged 5
		SP:Iteration 58Q (12097.090000 sec): 3 clusters
  Score: Raw -618999.243232 + Penalty 2838.522757 = -616160.720475
  nChanged 3
		SP:Iteration 59Q (12097.340000 sec): 3 clusters
  Score: Raw -619000.232948 + Penalty 2838.522757 = -616161.710191
  nChanged 1
		SP:Iteration 60F (12097.510000 sec): 3 clusters
  Score: Raw -619000.421159 + Penalty 2838.522757 = -616161.898402
  nChanged 1
		SP:Iteration 61Q (12097.750000 sec): 3 clusters
  Score: Raw -619000.549601 + Penalty 2838.522757 = -616162.026844
  nChanged 0
		SP:Iteration 62F (12097.980000 sec): 3 clusters
  Score: Raw -619000.549601 + Penalty 2838.522757 = -616162.026844
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (23467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12098.190000 sec): 2 clusters
  Score: Raw -2380334.699238 + Penalty 1635.294449 = -2378699.404789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12098.520000 sec): 3 clusters
  Score: Raw -2366053.277326 + Penalty 3270.588899 = -2362782.688427
  nChanged 10660
		SP:Iteration 1F (12098.810000 sec): 3 clusters
  Score: Raw -2372052.738057 + Penalty 3270.588899 = -2368782.149158
  nChanged 1214
		SP:Iteration 2F (12099.120000 sec): 3 clusters
  Score: Raw -2372477.780958 + Penalty 3270.588899 = -2369207.192059
  nChanged 1111
		SP:Iteration 3Q (12099.440000 sec): 3 clusters
  Score: Raw -2372901.228466 + Penalty 3270.588899 = -2369630.639567
  nChanged 1106
		SP:Iteration 4Q (12099.750000 sec): 3 clusters
  Score: Raw -2373338.839867 + Penalty 3270.588899 = -2370068.250968
  nChanged 1122
		SP:Iteration 5Q (12100.110000 sec): 3 clusters
  Score: Raw -2373806.703055 + Penalty 3270.588899 = -2370536.114157
  nChanged 1125
		SP:Iteration 6Q (12100.400000 sec): 3 clusters
  Score: Raw -2374317.269604 + Penalty 3270.588899 = -2371046.680705
  nChanged 1174
		SP:Iteration 7F (12100.690000 sec): 3 clusters
  Score: Raw -2374958.394683 + Penalty 3270.588899 = -2371687.805784
  nChanged 1275
		SP:Iteration 8F (12101.040000 sec): 3 clusters
  Score: Raw -2375741.568077 + Penalty 3270.588899 = -2372470.979178
  nChanged 1296
		SP:Iteration 9F (12101.310000 sec): 3 clusters
  Score: Raw -2376631.899203 + Penalty 3270.588899 = -2373361.310304
  nChanged 1277
		SP:Iteration 10F (12101.640000 sec): 3 clusters
  Score: Raw -2377598.210664 + Penalty 3270.588899 = -2374327.621765
  nChanged 1134
		SP:Iteration 11Q (12101.910000 sec): 3 clusters
  Score: Raw -2378502.668885 + Penalty 3270.588899 = -2375232.079986
  nChanged 886
		SP:Iteration 12Q (12102.260000 sec): 3 clusters
  Score: Raw -2379209.648673 + Penalty 3270.588899 = -2375939.059774
  nChanged 633
		SP:Iteration 13Q (12102.540000 sec): 3 clusters
  Score: Raw -2379730.179271 + Penalty 3270.588899 = -2376459.590372
  nChanged 457
		SP:Iteration 14Q (12102.920000 sec): 3 clusters
  Score: Raw -2380131.270624 + Penalty 3270.588899 = -2376860.681725
  nChanged 258
		SP:Iteration 15Q (12103.220000 sec): 3 clusters
  Score: Raw -2380351.343026 + Penalty 3270.588899 = -2377080.754127
  nChanged 137
		SP:Iteration 16Q (12103.500000 sec): 3 clusters
  Score: Raw -2380467.914762 + Penalty 3270.588899 = -2377197.325864
  nChanged 72
		SP:Iteration 17Q (12103.790000 sec): 3 clusters
  Score: Raw -2380522.420336 + Penalty 3270.588899 = -2377251.831437
  nChanged 43
		SP:Iteration 18Q (12104.090000 sec): 3 clusters
  Score: Raw -2380564.559709 + Penalty 3270.588899 = -2377293.970810
  nChanged 32
		SP:Iteration 19Q (12104.430000 sec): 3 clusters
  Score: Raw -2380597.785212 + Penalty 3270.588899 = -2377327.196313
  nChanged 16
		SP:Iteration 20F (12104.700000 sec): 3 clusters
  Score: Raw -2380611.278593 + Penalty 3270.588899 = -2377340.689694
  nChanged 9
		SP:Iteration 21Q (12105.010000 sec): 3 clusters
  Score: Raw -2380616.347683 + Penalty 3270.588899 = -2377345.758784
  nChanged 6
		SP:Iteration 22Q (12105.280000 sec): 3 clusters
  Score: Raw -2380623.637793 + Penalty 3270.588899 = -2377353.048894
  nChanged 7
		SP:Iteration 23Q (12105.570000 sec): 3 clusters
  Score: Raw -2380629.398915 + Penalty 3270.588899 = -2377358.810016
  nChanged 11
		SP:Iteration 24Q (12105.890000 sec): 3 clusters
  Score: Raw -2380635.285277 + Penalty 3270.588899 = -2377364.696378
  nChanged 7
		SP:Iteration 25Q (12106.190000 sec): 3 clusters
  Score: Raw -2380641.545472 + Penalty 3270.588899 = -2377370.956573
  nChanged 7
		SP:Iteration 26Q (12106.510000 sec): 3 clusters
  Score: Raw -2380645.809652 + Penalty 3270.588899 = -2377375.220753
  nChanged 6
		SP:Iteration 27Q (12106.770000 sec): 3 clusters
  Score: Raw -2380650.113799 + Penalty 3270.588899 = -2377379.524901
  nChanged 7
		SP:Iteration 28Q (12107.070000 sec): 3 clusters
  Score: Raw -2380655.003336 + Penalty 3270.588899 = -2377384.414437
  nChanged 5
		SP:Iteration 29Q (12107.450000 sec): 3 clusters
  Score: Raw -2380658.351398 + Penalty 3270.588899 = -2377387.762499
  nChanged 5
		SP:Iteration 30Q (12107.670000 sec): 3 clusters
  Score: Raw -2380662.527531 + Penalty 3270.588899 = -2377391.938632
  nChanged 2
		SP:Iteration 31Q (12107.980000 sec): 3 clusters
  Score: Raw -2380665.394400 + Penalty 3270.588899 = -2377394.805501
  nChanged 1
		SP:Iteration 32Q (12108.260000 sec): 3 clusters
  Score: Raw -2380665.827707 + Penalty 3270.588899 = -2377395.238808
  nChanged 0
		SP:Iteration 33F (12108.580000 sec): 3 clusters
  Score: Raw -2380665.827707 + Penalty 3270.588899 = -2377395.238808
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (1932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12108.720000 sec): 2 clusters
  Score: Raw -173106.119120 + Penalty 1229.525540 = -171876.593580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12108.880000 sec): 3 clusters
  Score: Raw -172322.233610 + Penalty 2459.051080 = -169863.182531
  nChanged 687
		SP:Iteration 1F (12109.060000 sec): 3 clusters
  Score: Raw -172771.697038 + Penalty 2459.051080 = -170312.645958
  nChanged 179
		SP:Iteration 2F (12109.230000 sec): 3 clusters
  Score: Raw -172955.173590 + Penalty 2459.051080 = -170496.122510
  nChanged 138
		SP:Iteration 3F (12109.420000 sec): 3 clusters
  Score: Raw -173119.098070 + Penalty 2459.051080 = -170660.046990
  nChanged 117
		SP:Iteration 4F (12109.610000 sec): 3 clusters
  Score: Raw -173224.998599 + Penalty 2459.051080 = -170765.947519
  nChanged 80
		SP:Iteration 5Q (12109.840000 sec): 3 clusters
  Score: Raw -173298.127766 + Penalty 2459.051080 = -170839.076686
  nChanged 74
		SP:Iteration 6Q (12110.000000 sec): 3 clusters
  Score: Raw -173356.256250 + Penalty 2459.051080 = -170897.205170
  nChanged 61
		SP:Iteration 7Q (12110.200000 sec): 3 clusters
  Score: Raw -173411.312507 + Penalty 2459.051080 = -170952.261427
  nChanged 51
		SP:Iteration 8Q (12110.360000 sec): 3 clusters
  Score: Raw -173448.000993 + Penalty 2459.051080 = -170988.949913
  nChanged 34
		SP:Iteration 9Q (12110.520000 sec): 3 clusters
  Score: Raw -173467.242019 + Penalty 2459.051080 = -171008.190939
  nChanged 27
		SP:Iteration 10Q (12110.660000 sec): 3 clusters
  Score: Raw -173485.579437 + Penalty 2459.051080 = -171026.528357
  nChanged 25
		SP:Iteration 11Q (12110.850000 sec): 3 clusters
  Score: Raw -173507.062323 + Penalty 2459.051080 = -171048.011243
  nChanged 22
		SP:Iteration 12Q (12111.010000 sec): 3 clusters
  Score: Raw -173523.110123 + Penalty 2459.051080 = -171064.059044
  nChanged 24
		SP:Iteration 13Q (12111.160000 sec): 3 clusters
  Score: Raw -173541.782316 + Penalty 2459.051080 = -171082.731236
  nChanged 26
		SP:Iteration 14Q (12111.350000 sec): 3 clusters
  Score: Raw -173586.856369 + Penalty 2459.051080 = -171127.805289
  nChanged 34
		SP:Iteration 15Q (12111.560000 sec): 3 clusters
  Score: Raw -173619.361988 + Penalty 2459.051080 = -171160.310908
  nChanged 27
		SP:Iteration 16Q (12111.760000 sec): 3 clusters
  Score: Raw -173646.565452 + Penalty 2459.051080 = -171187.514372
  nChanged 21
		SP:Iteration 17Q (12111.950000 sec): 3 clusters
  Score: Raw -173670.066179 + Penalty 2459.051080 = -171211.015100
  nChanged 28
		SP:Iteration 18Q (12112.130000 sec): 3 clusters
  Score: Raw -173694.361325 + Penalty 2459.051080 = -171235.310246
  nChanged 26
		SP:Iteration 19Q (12112.340000 sec): 3 clusters
  Score: Raw -173712.413407 + Penalty 2459.051080 = -171253.362328
  nChanged 22
		SP:Iteration 20F (12112.570000 sec): 3 clusters
  Score: Raw -173723.401539 + Penalty 2459.051080 = -171264.350459
  nChanged 12
		SP:Iteration 21Q (12112.780000 sec): 3 clusters
  Score: Raw -173730.720406 + Penalty 2459.051080 = -171271.669326
  nChanged 9
		SP:Iteration 22Q (12113.020000 sec): 3 clusters
  Score: Raw -173735.891595 + Penalty 2459.051080 = -171276.840515
  nChanged 10
		SP:Iteration 23Q (12113.250000 sec): 3 clusters
  Score: Raw -173741.545434 + Penalty 2459.051080 = -171282.494355
  nChanged 7
		SP:Iteration 24Q (12113.490000 sec): 3 clusters
  Score: Raw -173745.910494 + Penalty 2459.051080 = -171286.859414
  nChanged 6
		SP:Iteration 25Q (12113.740000 sec): 3 clusters
  Score: Raw -173750.615520 + Penalty 2459.051080 = -171291.564440
  nChanged 9
		SP:Iteration 26Q (12113.960000 sec): 3 clusters
  Score: Raw -173757.347509 + Penalty 2459.051080 = -171298.296429
  nChanged 9
		SP:Iteration 27Q (12114.200000 sec): 3 clusters
  Score: Raw -173762.480286 + Penalty 2459.051080 = -171303.429206
  nChanged 13
		SP:Iteration 28Q (12114.400000 sec): 3 clusters
  Score: Raw -173769.418590 + Penalty 2459.051080 = -171310.367510
  nChanged 6
		SP:Iteration 29Q (12114.620000 sec): 3 clusters
  Score: Raw -173773.179328 + Penalty 2459.051080 = -171314.128248
  nChanged 2
		SP:Iteration 30Q (12114.820000 sec): 3 clusters
  Score: Raw -173774.491091 + Penalty 2459.051080 = -171315.440011
  nChanged 2
		SP:Iteration 31Q (12114.960000 sec): 3 clusters
  Score: Raw -173775.179533 + Penalty 2459.051080 = -171316.128453
  nChanged 2
		SP:Iteration 32Q (12115.190000 sec): 3 clusters
  Score: Raw -173775.809247 + Penalty 2459.051080 = -171316.758167
  nChanged 2
		SP:Iteration 33Q (12115.400000 sec): 3 clusters
  Score: Raw -173777.649739 + Penalty 2459.051080 = -171318.598659
  nChanged 4
		SP:Iteration 34Q (12115.640000 sec): 3 clusters
  Score: Raw -173779.872436 + Penalty 2459.051080 = -171320.821356
  nChanged 4
		SP:Iteration 35Q (12115.840000 sec): 3 clusters
  Score: Raw -173783.189187 + Penalty 2459.051080 = -171324.138107
  nChanged 5
		SP:Iteration 36Q (12116.010000 sec): 3 clusters
  Score: Raw -173785.592806 + Penalty 2459.051080 = -171326.541726
  nChanged 4
		SP:Iteration 37Q (12116.160000 sec): 3 clusters
  Score: Raw -173787.215237 + Penalty 2459.051080 = -171328.164157
  nChanged 1
		SP:Iteration 38Q (12116.340000 sec): 3 clusters
  Score: Raw -173787.373830 + Penalty 2459.051080 = -171328.322750
  nChanged 1
		SP:Iteration 39Q (12116.540000 sec): 3 clusters
  Score: Raw -173787.521790 + Penalty 2459.051080 = -171328.470710
  nChanged 1
		SP:Iteration 40F (12116.700000 sec): 3 clusters
  Score: Raw -173787.679529 + Penalty 2459.051080 = -171328.628449
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12116.820000 sec): 2 clusters
  Score: Raw -61684.502050 + Penalty 1041.117998 = -60643.384052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12116.970000 sec): 3 clusters
  Score: Raw -61571.523026 + Penalty 2082.235995 = -59489.287030
  nChanged 148
		SP:Iteration 1F (12117.130000 sec): 3 clusters
  Score: Raw -61804.500291 + Penalty 2082.235995 = -59722.264296
  nChanged 47
		SP:Iteration 2F (12117.320000 sec): 3 clusters
  Score: Raw -62045.177013 + Penalty 2082.235995 = -59962.941018
  nChanged 44
		SP:Iteration 3F (12117.480000 sec): 3 clusters
  Score: Raw -62241.974687 + Penalty 2082.235995 = -60159.738692
  nChanged 50
		SP:Iteration 4F (12117.640000 sec): 3 clusters
  Score: Raw -62443.834879 + Penalty 2082.235995 = -60361.598883
  nChanged 45
		SP:Iteration 5F (12117.850000 sec): 3 clusters
  Score: Raw -62599.967834 + Penalty 2082.235995 = -60517.731839
  nChanged 25
		SP:Iteration 6Q (12118.020000 sec): 3 clusters
  Score: Raw -62661.122175 + Penalty 2082.235995 = -60578.886179
  nChanged 13
		SP:Iteration 7Q (12118.200000 sec): 3 clusters
  Score: Raw -62688.783053 + Penalty 2082.235995 = -60606.547058
  nChanged 5
		SP:Iteration 8Q (12118.360000 sec): 3 clusters
  Score: Raw -62698.580533 + Penalty 2082.235995 = -60616.344538
  nChanged 2
		SP:Iteration 9Q (12118.540000 sec): 3 clusters
  Score: Raw -62704.414370 + Penalty 2082.235995 = -60622.178374
  nChanged 4
		SP:Iteration 10Q (12118.740000 sec): 3 clusters
  Score: Raw -62716.633871 + Penalty 2082.235995 = -60634.397875
  nChanged 1
		SP:Iteration 11Q (12118.900000 sec): 3 clusters
  Score: Raw -62721.118228 + Penalty 2082.235995 = -60638.882232
  nChanged 2
		SP:Iteration 12Q (12119.090000 sec): 3 clusters
  Score: Raw -62723.448441 + Penalty 2082.235995 = -60641.212446
  nChanged 0
		SP:Iteration 13F (12119.290000 sec): 3 clusters
  Score: Raw -62723.448441 + Penalty 2082.235995 = -60641.212446
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12119.370000 sec): 2 clusters
  Score: Raw -475469.330247 + Penalty 1372.460698 = -474096.869549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12119.540000 sec): 3 clusters
  Score: Raw -473012.128151 + Penalty 2744.921397 = -470267.206754
  nChanged 1895
		SP:Iteration 1F (12119.740000 sec): 3 clusters
  Score: Raw -474074.884178 + Penalty 2744.921397 = -471329.962781
  nChanged 364
		SP:Iteration 2F (12119.960000 sec): 3 clusters
  Score: Raw -474284.192879 + Penalty 2744.921397 = -471539.271483
  nChanged 251
		SP:Iteration 3F (12120.150000 sec): 3 clusters
  Score: Raw -474414.816267 + Penalty 2744.921397 = -471669.894870
  nChanged 202
		SP:Iteration 4Q (12120.340000 sec): 3 clusters
  Score: Raw -474524.294038 + Penalty 2744.921397 = -471779.372642
  nChanged 189
		SP:Iteration 5Q (12120.550000 sec): 3 clusters
  Score: Raw -474635.773492 + Penalty 2744.921397 = -471890.852095
  nChanged 168
		SP:Iteration 6Q (12120.710000 sec): 3 clusters
  Score: Raw -474716.353214 + Penalty 2744.921397 = -471971.431818
  nChanged 125
		SP:Iteration 7Q (12120.940000 sec): 3 clusters
  Score: Raw -474770.018432 + Penalty 2744.921397 = -472025.097036
  nChanged 104
		SP:Iteration 8Q (12121.120000 sec): 3 clusters
  Score: Raw -474814.474909 + Penalty 2744.921397 = -472069.553512
  nChanged 104
		SP:Iteration 9Q (12121.320000 sec): 3 clusters
  Score: Raw -474857.657825 + Penalty 2744.921397 = -472112.736429
  nChanged 91
		SP:Iteration 10Q (12121.510000 sec): 3 clusters
  Score: Raw -474896.234352 + Penalty 2744.921397 = -472151.312956
  nChanged 94
		SP:Iteration 11Q (12121.700000 sec): 3 clusters
  Score: Raw -474935.045723 + Penalty 2744.921397 = -472190.124326
  nChanged 89
		SP:Iteration 12Q (12121.860000 sec): 3 clusters
  Score: Raw -474973.577181 + Penalty 2744.921397 = -472228.655785
  nChanged 88
		SP:Iteration 13Q (12122.060000 sec): 3 clusters
  Score: Raw -475012.157614 + Penalty 2744.921397 = -472267.236218
  nChanged 82
		SP:Iteration 14Q (12122.270000 sec): 3 clusters
  Score: Raw -475044.388061 + Penalty 2744.921397 = -472299.466665
  nChanged 66
		SP:Iteration 15Q (12122.460000 sec): 3 clusters
  Score: Raw -475071.867364 + Penalty 2744.921397 = -472326.945967
  nChanged 62
		SP:Iteration 16Q (12122.680000 sec): 3 clusters
  Score: Raw -475096.900065 + Penalty 2744.921397 = -472351.978668
  nChanged 65
		SP:Iteration 17Q (12122.890000 sec): 3 clusters
  Score: Raw -475127.429101 + Penalty 2744.921397 = -472382.507704
  nChanged 66
		SP:Iteration 18Q (12123.040000 sec): 3 clusters
  Score: Raw -475155.304525 + Penalty 2744.921397 = -472410.383128
  nChanged 64
		SP:Iteration 19Q (12123.220000 sec): 3 clusters
  Score: Raw -475182.695461 + Penalty 2744.921397 = -472437.774064
  nChanged 55
		SP:Iteration 20F (12123.420000 sec): 3 clusters
  Score: Raw -475206.665576 + Penalty 2744.921397 = -472461.744180
  nChanged 60
		SP:Iteration 21Q (12123.620000 sec): 3 clusters
  Score: Raw -475231.663163 + Penalty 2744.921397 = -472486.741766
  nChanged 52
		SP:Iteration 22Q (12123.810000 sec): 3 clusters
  Score: Raw -475252.763884 + Penalty 2744.921397 = -472507.842487
  nChanged 48
		SP:Iteration 23Q (12124.010000 sec): 3 clusters
  Score: Raw -475278.950135 + Penalty 2744.921397 = -472534.028738
  nChanged 51
		SP:Iteration 24Q (12124.210000 sec): 3 clusters
  Score: Raw -475305.551286 + Penalty 2744.921397 = -472560.629889
  nChanged 48
		SP:Iteration 25Q (12124.380000 sec): 3 clusters
  Score: Raw -475324.275570 + Penalty 2744.921397 = -472579.354174
  nChanged 38
		SP:Iteration 26Q (12124.550000 sec): 3 clusters
  Score: Raw -475338.879578 + Penalty 2744.921397 = -472593.958182
  nChanged 35
		SP:Iteration 27Q (12124.800000 sec): 3 clusters
  Score: Raw -475350.891342 + Penalty 2744.921397 = -472605.969945
  nChanged 31
		SP:Iteration 28Q (12124.990000 sec): 3 clusters
  Score: Raw -475367.560497 + Penalty 2744.921397 = -472622.639100
  nChanged 31
		SP:Iteration 29Q (12125.200000 sec): 3 clusters
  Score: Raw -475385.316007 + Penalty 2744.921397 = -472640.394611
  nChanged 36
		SP:Iteration 30Q (12125.440000 sec): 3 clusters
  Score: Raw -475403.171572 + Penalty 2744.921397 = -472658.250176
  nChanged 27
		SP:Iteration 31Q (12125.680000 sec): 3 clusters
  Score: Raw -475419.538248 + Penalty 2744.921397 = -472674.616852
  nChanged 31
		SP:Iteration 32Q (12125.910000 sec): 3 clusters
  Score: Raw -475431.529434 + Penalty 2744.921397 = -472686.608038
  nChanged 22
		SP:Iteration 33Q (12126.160000 sec): 3 clusters
  Score: Raw -475438.401914 + Penalty 2744.921397 = -472693.480518
  nChanged 16
		SP:Iteration 34Q (12126.380000 sec): 3 clusters
  Score: Raw -475444.521381 + Penalty 2744.921397 = -472699.599985
  nChanged 19
		SP:Iteration 35Q (12126.570000 sec): 3 clusters
  Score: Raw -475451.553007 + Penalty 2744.921397 = -472706.631610
  nChanged 16
		SP:Iteration 36Q (12126.780000 sec): 3 clusters
  Score: Raw -475456.790116 + Penalty 2744.921397 = -472711.868719
  nChanged 16
		SP:Iteration 37Q (12127.010000 sec): 3 clusters
  Score: Raw -475461.778654 + Penalty 2744.921397 = -472716.857257
  nChanged 13
		SP:Iteration 38Q (12127.230000 sec): 3 clusters
  Score: Raw -475466.922243 + Penalty 2744.921397 = -472722.000846
  nChanged 12
		SP:Iteration 39Q (12127.400000 sec): 3 clusters
  Score: Raw -475473.143999 + Penalty 2744.921397 = -472728.222603
  nChanged 15
		SP:Iteration 40F (12127.640000 sec): 3 clusters
  Score: Raw -475480.726477 + Penalty 2744.921397 = -472735.805081
  nChanged 12
		SP:Iteration 41Q (12127.900000 sec): 3 clusters
  Score: Raw -475486.931559 + Penalty 2744.921397 = -472742.010163
  nChanged 12
		SP:Iteration 42Q (12128.140000 sec): 3 clusters
  Score: Raw -475492.840302 + Penalty 2744.921397 = -472747.918906
  nChanged 15
		SP:Iteration 43Q (12128.340000 sec): 3 clusters
  Score: Raw -475497.537595 + Penalty 2744.921397 = -472752.616198
  nChanged 5
		SP:Iteration 44Q (12128.580000 sec): 3 clusters
  Score: Raw -475499.266033 + Penalty 2744.921397 = -472754.344637
  nChanged 8
		SP:Iteration 45Q (12128.750000 sec): 3 clusters
  Score: Raw -475501.185679 + Penalty 2744.921397 = -472756.264282
  nChanged 3
		SP:Iteration 46Q (12128.940000 sec): 3 clusters
  Score: Raw -475502.187749 + Penalty 2744.921397 = -472757.266352
  nChanged 5
		SP:Iteration 47Q (12129.140000 sec): 3 clusters
  Score: Raw -475503.806201 + Penalty 2744.921397 = -472758.884805
  nChanged 6
		SP:Iteration 48Q (12129.340000 sec): 3 clusters
  Score: Raw -475505.530680 + Penalty 2744.921397 = -472760.609283
  nChanged 8
		SP:Iteration 49Q (12129.620000 sec): 3 clusters
  Score: Raw -475509.733905 + Penalty 2744.921397 = -472764.812509
  nChanged 6
		SP:Iteration 50Q (12129.820000 sec): 3 clusters
  Score: Raw -475511.624592 + Penalty 2744.921397 = -472766.703196
  nChanged 4
		SP:Iteration 51Q (12130.000000 sec): 3 clusters
  Score: Raw -475512.810733 + Penalty 2744.921397 = -472767.889337
  nChanged 9
		SP:Iteration 52Q (12130.200000 sec): 3 clusters
  Score: Raw -475515.166104 + Penalty 2744.921397 = -472770.244707
  nChanged 8
		SP:Iteration 53Q (12130.420000 sec): 3 clusters
  Score: Raw -475518.252160 + Penalty 2744.921397 = -472773.330764
  nChanged 6
		SP:Iteration 54Q (12130.580000 sec): 3 clusters
  Score: Raw -475519.494068 + Penalty 2744.921397 = -472774.572671
  nChanged 4
		SP:Iteration 55Q (12130.820000 sec): 3 clusters
  Score: Raw -475520.197825 + Penalty 2744.921397 = -472775.276428
  nChanged 5
		SP:Iteration 56Q (12131.020000 sec): 3 clusters
  Score: Raw -475521.494031 + Penalty 2744.921397 = -472776.572634
  nChanged 4
		SP:Iteration 57Q (12131.170000 sec): 3 clusters
  Score: Raw -475523.912736 + Penalty 2744.921397 = -472778.991339
  nChanged 6
		SP:Iteration 58Q (12131.370000 sec): 3 clusters
  Score: Raw -475526.401070 + Penalty 2744.921397 = -472781.479673
  nChanged 9
		SP:Iteration 59Q (12131.570000 sec): 3 clusters
  Score: Raw -475529.722529 + Penalty 2744.921397 = -472784.801132
  nChanged 5
		SP:Iteration 60F (12131.800000 sec): 3 clusters
  Score: Raw -475532.043996 + Penalty 2744.921397 = -472787.122600
  nChanged 5
		SP:Iteration 61Q (12132.040000 sec): 3 clusters
  Score: Raw -475533.927355 + Penalty 2744.921397 = -472789.005958
  nChanged 8
		SP:Iteration 62Q (12132.280000 sec): 3 clusters
  Score: Raw -475536.145152 + Penalty 2744.921397 = -472791.223755
  nChanged 9
		SP:Iteration 63Q (12132.450000 sec): 3 clusters
  Score: Raw -475538.725359 + Penalty 2744.921397 = -472793.803963
  nChanged 3
		SP:Iteration 64Q (12132.640000 sec): 3 clusters
  Score: Raw -475540.513139 + Penalty 2744.921397 = -472795.591743
  nChanged 8
		SP:Iteration 65Q (12132.860000 sec): 3 clusters
  Score: Raw -475544.205659 + Penalty 2744.921397 = -472799.284263
  nChanged 10
		SP:Iteration 66Q (12133.040000 sec): 3 clusters
  Score: Raw -475549.287262 + Penalty 2744.921397 = -472804.365865
  nChanged 8
		SP:Iteration 67Q (12133.250000 sec): 3 clusters
  Score: Raw -475552.055630 + Penalty 2744.921397 = -472807.134234
  nChanged 7
		SP:Iteration 68Q (12133.440000 sec): 3 clusters
  Score: Raw -475554.878811 + Penalty 2744.921397 = -472809.957414
  nChanged 2
		SP:Iteration 69Q (12133.660000 sec): 3 clusters
  Score: Raw -475555.550493 + Penalty 2744.921397 = -472810.629096
  nChanged 1
		SP:Iteration 70Q (12133.820000 sec): 3 clusters
  Score: Raw -475555.707524 + Penalty 2744.921397 = -472810.786127
  nChanged 0
		SP:Iteration 71F (12134.040000 sec): 3 clusters
  Score: Raw -475555.707524 + Penalty 2744.921397 = -472810.786127
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12134.140000 sec): 2 clusters
  Score: Raw -482512.288844 + Penalty 1362.345042 = -481149.943802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12134.360000 sec): 3 clusters
  Score: Raw -480279.570181 + Penalty 2724.690085 = -477554.880097
  nChanged 1761
		SP:Iteration 1F (12134.530000 sec): 3 clusters
  Score: Raw -481246.577137 + Penalty 2724.690085 = -478521.887052
  nChanged 316
		SP:Iteration 2F (12134.750000 sec): 3 clusters
  Score: Raw -481410.340433 + Penalty 2724.690085 = -478685.650348
  nChanged 211
		SP:Iteration 3Q (12134.960000 sec): 3 clusters
  Score: Raw -481508.136678 + Penalty 2724.690085 = -478783.446593
  nChanged 138
		SP:Iteration 4Q (12135.140000 sec): 3 clusters
  Score: Raw -481566.776009 + Penalty 2724.690085 = -478842.085925
  nChanged 119
		SP:Iteration 5Q (12135.330000 sec): 3 clusters
  Score: Raw -481607.913910 + Penalty 2724.690085 = -478883.223825
  nChanged 86
		SP:Iteration 6Q (12135.520000 sec): 3 clusters
  Score: Raw -481638.351511 + Penalty 2724.690085 = -478913.661427
  nChanged 70
		SP:Iteration 7Q (12135.730000 sec): 3 clusters
  Score: Raw -481665.819711 + Penalty 2724.690085 = -478941.129626
  nChanged 70
		SP:Iteration 8Q (12135.980000 sec): 3 clusters
  Score: Raw -481689.003159 + Penalty 2724.690085 = -478964.313074
  nChanged 69
		SP:Iteration 9Q (12136.140000 sec): 3 clusters
  Score: Raw -481714.422900 + Penalty 2724.690085 = -478989.732815
  nChanged 59
		SP:Iteration 10Q (12136.330000 sec): 3 clusters
  Score: Raw -481736.706172 + Penalty 2724.690085 = -479012.016087
  nChanged 60
		SP:Iteration 11Q (12136.520000 sec): 3 clusters
  Score: Raw -481758.497126 + Penalty 2724.690085 = -479033.807041
  nChanged 70
		SP:Iteration 12Q (12136.720000 sec): 3 clusters
  Score: Raw -481792.706632 + Penalty 2724.690085 = -479068.016547
  nChanged 69
		SP:Iteration 13Q (12136.920000 sec): 3 clusters
  Score: Raw -481815.372572 + Penalty 2724.690085 = -479090.682487
  nChanged 60
		SP:Iteration 14Q (12137.110000 sec): 3 clusters
  Score: Raw -481832.679183 + Penalty 2724.690085 = -479107.989099
  nChanged 47
		SP:Iteration 15Q (12137.290000 sec): 3 clusters
  Score: Raw -481844.226271 + Penalty 2724.690085 = -479119.536186
  nChanged 37
		SP:Iteration 16Q (12137.500000 sec): 3 clusters
  Score: Raw -481858.043062 + Penalty 2724.690085 = -479133.352977
  nChanged 48
		SP:Iteration 17Q (12137.740000 sec): 3 clusters
  Score: Raw -481875.477853 + Penalty 2724.690085 = -479150.787768
  nChanged 54
		SP:Iteration 18Q (12137.980000 sec): 3 clusters
  Score: Raw -481893.926284 + Penalty 2724.690085 = -479169.236199
  nChanged 60
		SP:Iteration 19Q (12138.180000 sec): 3 clusters
  Score: Raw -481916.406297 + Penalty 2724.690085 = -479191.716212
  nChanged 71
		SP:Iteration 20F (12138.380000 sec): 3 clusters
  Score: Raw -481943.436352 + Penalty 2724.690085 = -479218.746268
  nChanged 51
		SP:Iteration 21Q (12138.590000 sec): 3 clusters
  Score: Raw -481963.357038 + Penalty 2724.690085 = -479238.666953
  nChanged 49
		SP:Iteration 22Q (12138.850000 sec): 3 clusters
  Score: Raw -481981.089039 + Penalty 2724.690085 = -479256.398955
  nChanged 45
		SP:Iteration 23Q (12139.050000 sec): 3 clusters
  Score: Raw -481998.287066 + Penalty 2724.690085 = -479273.596982
  nChanged 53
		SP:Iteration 24Q (12139.300000 sec): 3 clusters
  Score: Raw -482015.579454 + Penalty 2724.690085 = -479290.889370
  nChanged 50
		SP:Iteration 25Q (12139.470000 sec): 3 clusters
  Score: Raw -482036.820868 + Penalty 2724.690085 = -479312.130783
  nChanged 62
		SP:Iteration 26Q (12139.660000 sec): 3 clusters
  Score: Raw -482064.715143 + Penalty 2724.690085 = -479340.025059
  nChanged 68
		SP:Iteration 27Q (12139.850000 sec): 3 clusters
  Score: Raw -482096.796271 + Penalty 2724.690085 = -479372.106186
  nChanged 59
		SP:Iteration 28Q (12140.020000 sec): 3 clusters
  Score: Raw -482124.152566 + Penalty 2724.690085 = -479399.462481
  nChanged 57
		SP:Iteration 29Q (12140.200000 sec): 3 clusters
  Score: Raw -482150.644001 + Penalty 2724.690085 = -479425.953917
  nChanged 52
		SP:Iteration 30Q (12140.400000 sec): 3 clusters
  Score: Raw -482174.593218 + Penalty 2724.690085 = -479449.903133
  nChanged 58
		SP:Iteration 31Q (12140.600000 sec): 3 clusters
  Score: Raw -482199.779360 + Penalty 2724.690085 = -479475.089275
  nChanged 46
		SP:Iteration 32Q (12140.800000 sec): 3 clusters
  Score: Raw -482216.914950 + Penalty 2724.690085 = -479492.224865
  nChanged 35
		SP:Iteration 33Q (12141.020000 sec): 3 clusters
  Score: Raw -482226.441068 + Penalty 2724.690085 = -479501.750984
  nChanged 24
		SP:Iteration 34Q (12141.230000 sec): 3 clusters
  Score: Raw -482236.055990 + Penalty 2724.690085 = -479511.365906
  nChanged 34
		SP:Iteration 35Q (12141.460000 sec): 3 clusters
  Score: Raw -482251.093156 + Penalty 2724.690085 = -479526.403071
  nChanged 45
		SP:Iteration 36Q (12141.620000 sec): 3 clusters
  Score: Raw -482272.739191 + Penalty 2724.690085 = -479548.049106
  nChanged 46
		SP:Iteration 37Q (12141.800000 sec): 3 clusters
  Score: Raw -482292.839272 + Penalty 2724.690085 = -479568.149188
  nChanged 39
		SP:Iteration 38Q (12141.970000 sec): 3 clusters
  Score: Raw -482307.962799 + Penalty 2724.690085 = -479583.272714
  nChanged 36
		SP:Iteration 39Q (12142.140000 sec): 3 clusters
  Score: Raw -482319.963292 + Penalty 2724.690085 = -479595.273207
  nChanged 34
		SP:Iteration 40F (12142.340000 sec): 3 clusters
  Score: Raw -482333.355173 + Penalty 2724.690085 = -479608.665088
  nChanged 37
		SP:Iteration 41Q (12142.510000 sec): 3 clusters
  Score: Raw -482346.880411 + Penalty 2724.690085 = -479622.190326
  nChanged 32
		SP:Iteration 42Q (12142.720000 sec): 3 clusters
  Score: Raw -482360.581772 + Penalty 2724.690085 = -479635.891688
  nChanged 27
		SP:Iteration 43Q (12142.910000 sec): 3 clusters
  Score: Raw -482370.418226 + Penalty 2724.690085 = -479645.728141
  nChanged 29
		SP:Iteration 44Q (12143.060000 sec): 3 clusters
  Score: Raw -482383.294322 + Penalty 2724.690085 = -479658.604238
  nChanged 27
		SP:Iteration 45Q (12143.270000 sec): 3 clusters
  Score: Raw -482398.476772 + Penalty 2724.690085 = -479673.786687
  nChanged 27
		SP:Iteration 46Q (12143.470000 sec): 3 clusters
  Score: Raw -482412.568160 + Penalty 2724.690085 = -479687.878076
  nChanged 36
		SP:Iteration 47Q (12143.660000 sec): 3 clusters
  Score: Raw -482428.143416 + Penalty 2724.690085 = -479703.453331
  nChanged 33
		SP:Iteration 48Q (12143.820000 sec): 3 clusters
  Score: Raw -482445.105564 + Penalty 2724.690085 = -479720.415479
  nChanged 32
		SP:Iteration 49Q (12144.060000 sec): 3 clusters
  Score: Raw -482461.192282 + Penalty 2724.690085 = -479736.502197
  nChanged 31
		SP:Iteration 50Q (12144.240000 sec): 3 clusters
  Score: Raw -482477.496103 + Penalty 2724.690085 = -479752.806018
  nChanged 31
		SP:Iteration 51Q (12144.420000 sec): 3 clusters
  Score: Raw -482490.537186 + Penalty 2724.690085 = -479765.847102
  nChanged 27
		SP:Iteration 52Q (12144.640000 sec): 3 clusters
  Score: Raw -482503.191713 + Penalty 2724.690085 = -479778.501629
  nChanged 18
		SP:Iteration 53Q (12144.820000 sec): 3 clusters
  Score: Raw -482510.319025 + Penalty 2724.690085 = -479785.628940
  nChanged 18
		SP:Iteration 54Q (12145.040000 sec): 3 clusters
  Score: Raw -482517.219486 + Penalty 2724.690085 = -479792.529401
  nChanged 16
		SP:Iteration 55Q (12145.260000 sec): 3 clusters
  Score: Raw -482522.802254 + Penalty 2724.690085 = -479798.112169
  nChanged 12
		SP:Iteration 56Q (12145.500000 sec): 3 clusters
  Score: Raw -482527.055736 + Penalty 2724.690085 = -479802.365651
  nChanged 13
		SP:Iteration 57Q (12145.670000 sec): 3 clusters
  Score: Raw -482530.864762 + Penalty 2724.690085 = -479806.174678
  nChanged 7
		SP:Iteration 58Q (12145.900000 sec): 3 clusters
  Score: Raw -482533.394988 + Penalty 2724.690085 = -479808.704904
  nChanged 11
		SP:Iteration 59Q (12146.100000 sec): 3 clusters
  Score: Raw -482537.535805 + Penalty 2724.690085 = -479812.845720
  nChanged 9
		SP:Iteration 60F (12146.320000 sec): 3 clusters
  Score: Raw -482540.790853 + Penalty 2724.690085 = -479816.100768
  nChanged 8
		SP:Iteration 61Q (12146.560000 sec): 3 clusters
  Score: Raw -482543.383357 + Penalty 2724.690085 = -479818.693272
  nChanged 14
		SP:Iteration 62Q (12146.760000 sec): 3 clusters
  Score: Raw -482547.894703 + Penalty 2724.690085 = -479823.204618
  nChanged 10
		SP:Iteration 63Q (12146.990000 sec): 3 clusters
  Score: Raw -482552.015499 + Penalty 2724.690085 = -479827.325414
  nChanged 12
		SP:Iteration 64Q (12147.190000 sec): 3 clusters
  Score: Raw -482558.106817 + Penalty 2724.690085 = -479833.416733
  nChanged 19
		SP:Iteration 65Q (12147.410000 sec): 3 clusters
  Score: Raw -482566.489212 + Penalty 2724.690085 = -479841.799127
  nChanged 11
		SP:Iteration 66Q (12147.640000 sec): 3 clusters
  Score: Raw -482571.725436 + Penalty 2724.690085 = -479847.035351
  nChanged 12
		SP:Iteration 67Q (12147.890000 sec): 3 clusters
  Score: Raw -482577.512182 + Penalty 2724.690085 = -479852.822098
  nChanged 9
		SP:Iteration 68Q (12148.130000 sec): 3 clusters
  Score: Raw -482582.347057 + Penalty 2724.690085 = -479857.656972
  nChanged 13
		SP:Iteration 69Q (12148.360000 sec): 3 clusters
  Score: Raw -482587.360205 + Penalty 2724.690085 = -479862.670120
  nChanged 10
		SP:Iteration 70Q (12148.560000 sec): 3 clusters
  Score: Raw -482591.492491 + Penalty 2724.690085 = -479866.802406
  nChanged 13
		SP:Iteration 71Q (12148.790000 sec): 3 clusters
  Score: Raw -482597.129989 + Penalty 2724.690085 = -479872.439904
  nChanged 6
		SP:Iteration 72Q (12149.000000 sec): 3 clusters
  Score: Raw -482599.072680 + Penalty 2724.690085 = -479874.382596
  nChanged 2
		SP:Iteration 73Q (12149.240000 sec): 3 clusters
  Score: Raw -482599.968971 + Penalty 2724.690085 = -479875.278886
  nChanged 0
		SP:Iteration 74F (12149.390000 sec): 3 clusters
  Score: Raw -482599.968971 + Penalty 2724.690085 = -479875.278886
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12149.520000 sec): 2 clusters
  Score: Raw -878410.700783 + Penalty 1470.022265 = -876940.678518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12149.770000 sec): 3 clusters
  Score: Raw -873728.037797 + Penalty 2940.044529 = -870787.993268
  nChanged 3573
		SP:Iteration 1F (12149.970000 sec): 3 clusters
  Score: Raw -875620.514187 + Penalty 2940.044529 = -872680.469657
  nChanged 556
		SP:Iteration 2F (12150.190000 sec): 3 clusters
  Score: Raw -875895.995119 + Penalty 2940.044529 = -872955.950590
  nChanged 513
		SP:Iteration 3F (12150.370000 sec): 3 clusters
  Score: Raw -876190.155498 + Penalty 2940.044529 = -873250.110968
  nChanged 519
		SP:Iteration 4F (12150.610000 sec): 3 clusters
  Score: Raw -876530.693545 + Penalty 2940.044529 = -873590.649015
  nChanged 501
		SP:Iteration 5F (12150.810000 sec): 3 clusters
  Score: Raw -876921.457945 + Penalty 2940.044529 = -873981.413415
  nChanged 535
		SP:Iteration 6F (12150.970000 sec): 3 clusters
  Score: Raw -877354.611899 + Penalty 2940.044529 = -874414.567369
  nChanged 455
		SP:Iteration 7F (12151.180000 sec): 3 clusters
  Score: Raw -877730.738744 + Penalty 2940.044529 = -874790.694215
  nChanged 388
		SP:Iteration 8Q (12151.390000 sec): 3 clusters
  Score: Raw -878043.918995 + Penalty 2940.044529 = -875103.874466
  nChanged 293
		SP:Iteration 9Q (12151.660000 sec): 3 clusters
  Score: Raw -878276.894038 + Penalty 2940.044529 = -875336.849508
  nChanged 192
		SP:Iteration 10Q (12151.840000 sec): 3 clusters
  Score: Raw -878428.351384 + Penalty 2940.044529 = -875488.306854
  nChanged 142
		SP:Iteration 11Q (12152.090000 sec): 3 clusters
  Score: Raw -878549.339682 + Penalty 2940.044529 = -875609.295153
  nChanged 96
		SP:Iteration 12Q (12152.340000 sec): 3 clusters
  Score: Raw -878635.668116 + Penalty 2940.044529 = -875695.623586
  nChanged 49
		SP:Iteration 13Q (12152.560000 sec): 3 clusters
  Score: Raw -878668.811884 + Penalty 2940.044529 = -875728.767355
  nChanged 34
		SP:Iteration 14Q (12152.810000 sec): 3 clusters
  Score: Raw -878688.735924 + Penalty 2940.044529 = -875748.691394
  nChanged 22
		SP:Iteration 15Q (12153.040000 sec): 3 clusters
  Score: Raw -878700.880381 + Penalty 2940.044529 = -875760.835852
  nChanged 14
		SP:Iteration 16Q (12153.290000 sec): 3 clusters
  Score: Raw -878709.346286 + Penalty 2940.044529 = -875769.301756
  nChanged 18
		SP:Iteration 17Q (12153.560000 sec): 3 clusters
  Score: Raw -878724.107651 + Penalty 2940.044529 = -875784.063121
  nChanged 19
		SP:Iteration 18Q (12153.780000 sec): 3 clusters
  Score: Raw -878740.039182 + Penalty 2940.044529 = -875799.994653
  nChanged 15
		SP:Iteration 19Q (12153.990000 sec): 3 clusters
  Score: Raw -878751.179848 + Penalty 2940.044529 = -875811.135319
  nChanged 8
		SP:Iteration 20F (12154.260000 sec): 3 clusters
  Score: Raw -878756.577586 + Penalty 2940.044529 = -875816.533056
  nChanged 4
		SP:Iteration 21Q (12154.480000 sec): 3 clusters
  Score: Raw -878758.476106 + Penalty 2940.044529 = -875818.431576
  nChanged 3
		SP:Iteration 22Q (12154.710000 sec): 3 clusters
  Score: Raw -878761.082511 + Penalty 2940.044529 = -875821.037982
  nChanged 3
		SP:Iteration 23Q (12154.930000 sec): 3 clusters
  Score: Raw -878763.983751 + Penalty 2940.044529 = -875823.939221
  nChanged 6
		SP:Iteration 24Q (12155.160000 sec): 3 clusters
  Score: Raw -878767.584222 + Penalty 2940.044529 = -875827.539692
  nChanged 4
		SP:Iteration 25Q (12155.430000 sec): 3 clusters
  Score: Raw -878771.065182 + Penalty 2940.044529 = -875831.020652
  nChanged 3
		SP:Iteration 26Q (12155.640000 sec): 3 clusters
  Score: Raw -878772.556749 + Penalty 2940.044529 = -875832.512220
  nChanged 1
		SP:Iteration 27Q (12155.900000 sec): 3 clusters
  Score: Raw -878772.866145 + Penalty 2940.044529 = -875832.821615
  nChanged 0
		SP:Iteration 28F (12156.090000 sec): 3 clusters
  Score: Raw -878772.866145 + Penalty 2940.044529 = -875832.821615
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12156.200000 sec): 2 clusters
  Score: Raw -778111.973585 + Penalty 1446.184083 = -776665.789501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12156.410000 sec): 3 clusters
  Score: Raw -774166.042545 + Penalty 2892.368167 = -771273.674378
  nChanged 3045
		SP:Iteration 1F (12156.660000 sec): 3 clusters
  Score: Raw -775850.179768 + Penalty 2892.368167 = -772957.811601
  nChanged 490
		SP:Iteration 2F (12156.880000 sec): 3 clusters
  Score: Raw -776099.766650 + Penalty 2892.368167 = -773207.398483
  nChanged 400
		SP:Iteration 3F (12157.090000 sec): 3 clusters
  Score: Raw -776306.763382 + Penalty 2892.368167 = -773414.395215
  nChanged 367
		SP:Iteration 4F (12157.340000 sec): 3 clusters
  Score: Raw -776535.391082 + Penalty 2892.368167 = -773643.022915
  nChanged 420
		SP:Iteration 5F (12157.550000 sec): 3 clusters
  Score: Raw -776819.158111 + Penalty 2892.368167 = -773926.789944
  nChanged 454
		SP:Iteration 6F (12157.740000 sec): 3 clusters
  Score: Raw -777173.911936 + Penalty 2892.368167 = -774281.543769
  nChanged 428
		SP:Iteration 7F (12157.980000 sec): 3 clusters
  Score: Raw -777487.116410 + Penalty 2892.368167 = -774594.748243
  nChanged 373
		SP:Iteration 8F (12158.160000 sec): 3 clusters
  Score: Raw -777743.826124 + Penalty 2892.368167 = -774851.457957
  nChanged 302
		SP:Iteration 9Q (12158.350000 sec): 3 clusters
  Score: Raw -777915.745404 + Penalty 2892.368167 = -775023.377237
  nChanged 240
		SP:Iteration 10Q (12158.560000 sec): 3 clusters
  Score: Raw -778038.894503 + Penalty 2892.368167 = -775146.526336
  nChanged 168
		SP:Iteration 11Q (12158.760000 sec): 3 clusters
  Score: Raw -778097.159004 + Penalty 2892.368167 = -775204.790837
  nChanged 104
		SP:Iteration 12Q (12158.980000 sec): 3 clusters
  Score: Raw -778130.456749 + Penalty 2892.368167 = -775238.088582
  nChanged 87
		SP:Iteration 13Q (12159.170000 sec): 3 clusters
  Score: Raw -778148.853918 + Penalty 2892.368167 = -775256.485751
  nChanged 42
		SP:Iteration 14Q (12159.370000 sec): 3 clusters
  Score: Raw -778156.731100 + Penalty 2892.368167 = -775264.362934
  nChanged 27
		SP:Iteration 15Q (12159.570000 sec): 3 clusters
  Score: Raw -778161.867066 + Penalty 2892.368167 = -775269.498899
  nChanged 17
		SP:Iteration 16Q (12159.800000 sec): 3 clusters
  Score: Raw -778165.095579 + Penalty 2892.368167 = -775272.727412
  nChanged 15
		SP:Iteration 17Q (12160.020000 sec): 3 clusters
  Score: Raw -778168.120759 + Penalty 2892.368167 = -775275.752592
  nChanged 17
		SP:Iteration 18Q (12160.170000 sec): 3 clusters
  Score: Raw -778171.542649 + Penalty 2892.368167 = -775279.174482
  nChanged 18
		SP:Iteration 19Q (12160.380000 sec): 3 clusters
  Score: Raw -778175.459483 + Penalty 2892.368167 = -775283.091316
  nChanged 22
		SP:Iteration 20F (12160.630000 sec): 3 clusters
  Score: Raw -778179.622942 + Penalty 2892.368167 = -775287.254775
  nChanged 17
		SP:Iteration 21Q (12160.810000 sec): 3 clusters
  Score: Raw -778181.978672 + Penalty 2892.368167 = -775289.610505
  nChanged 12
		SP:Iteration 22Q (12161.070000 sec): 3 clusters
  Score: Raw -778184.093230 + Penalty 2892.368167 = -775291.725063
  nChanged 14
		SP:Iteration 23Q (12161.260000 sec): 3 clusters
  Score: Raw -778186.102340 + Penalty 2892.368167 = -775293.734173
  nChanged 9
		SP:Iteration 24Q (12161.470000 sec): 3 clusters
  Score: Raw -778187.541214 + Penalty 2892.368167 = -775295.173047
  nChanged 15
		SP:Iteration 25Q (12161.650000 sec): 3 clusters
  Score: Raw -778190.357589 + Penalty 2892.368167 = -775297.989422
  nChanged 11
		SP:Iteration 26Q (12161.850000 sec): 3 clusters
  Score: Raw -778192.114816 + Penalty 2892.368167 = -775299.746649
  nChanged 8
		SP:Iteration 27Q (12162.050000 sec): 3 clusters
  Score: Raw -778193.452500 + Penalty 2892.368167 = -775301.084333
  nChanged 6
		SP:Iteration 28Q (12162.240000 sec): 3 clusters
  Score: Raw -778194.106009 + Penalty 2892.368167 = -775301.737842
  nChanged 2
		SP:Iteration 29Q (12162.460000 sec): 3 clusters
  Score: Raw -778194.453225 + Penalty 2892.368167 = -775302.085058
  nChanged 4
		SP:Iteration 30Q (12162.630000 sec): 3 clusters
  Score: Raw -778195.054090 + Penalty 2892.368167 = -775302.685923
  nChanged 3
		SP:Iteration 31Q (12162.810000 sec): 3 clusters
  Score: Raw -778195.582018 + Penalty 2892.368167 = -775303.213851
  nChanged 4
		SP:Iteration 32Q (12163.040000 sec): 3 clusters
  Score: Raw -778196.294156 + Penalty 2892.368167 = -775303.925989
  nChanged 7
		SP:Iteration 33Q (12163.210000 sec): 3 clusters
  Score: Raw -778196.891400 + Penalty 2892.368167 = -775304.523233
  nChanged 2
		SP:Iteration 34Q (12163.400000 sec): 3 clusters
  Score: Raw -778197.243807 + Penalty 2892.368167 = -775304.875640
  nChanged 4
		SP:Iteration 35Q (12163.600000 sec): 3 clusters
  Score: Raw -778197.542073 + Penalty 2892.368167 = -775305.173906
  nChanged 1
		SP:Iteration 36Q (12163.780000 sec): 3 clusters
  Score: Raw -778197.609633 + Penalty 2892.368167 = -775305.241466
  nChanged 1
		SP:Iteration 37Q (12164.000000 sec): 3 clusters
  Score: Raw -778197.758854 + Penalty 2892.368167 = -775305.390687
  nChanged 1
		SP:Iteration 38Q (12164.170000 sec): 3 clusters
  Score: Raw -778197.912192 + Penalty 2892.368167 = -775305.544025
  nChanged 2
		SP:Iteration 39Q (12164.360000 sec): 3 clusters
  Score: Raw -778198.159914 + Penalty 2892.368167 = -775305.791747
  nChanged 1
		SP:Iteration 40F (12164.570000 sec): 3 clusters
  Score: Raw -778198.439754 + Penalty 2892.368167 = -775306.071587
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12164.680000 sec): 2 clusters
  Score: Raw -214715.181165 + Penalty 1246.823158 = -213468.358007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12164.870000 sec): 3 clusters
  Score: Raw -213852.687300 + Penalty 2493.646316 = -211359.040984
  nChanged 757
		SP:Iteration 1F (12165.040000 sec): 3 clusters
  Score: Raw -214428.785672 + Penalty 2493.646316 = -211935.139356
  nChanged 177
		SP:Iteration 2F (12165.300000 sec): 3 clusters
  Score: Raw -214619.312754 + Penalty 2493.646316 = -212125.666437
  nChanged 121
		SP:Iteration 3F (12165.540000 sec): 3 clusters
  Score: Raw -214743.145912 + Penalty 2493.646316 = -212249.499596
  nChanged 106
		SP:Iteration 4Q (12165.760000 sec): 3 clusters
  Score: Raw -214830.623142 + Penalty 2493.646316 = -212336.976826
  nChanged 97
		SP:Iteration 5Q (12165.930000 sec): 3 clusters
  Score: Raw -214910.724821 + Penalty 2493.646316 = -212417.078505
  nChanged 79
		SP:Iteration 6Q (12166.160000 sec): 3 clusters
  Score: Raw -214975.352276 + Penalty 2493.646316 = -212481.705959
  nChanged 76
		SP:Iteration 7Q (12166.330000 sec): 3 clusters
  Score: Raw -215039.961734 + Penalty 2493.646316 = -212546.315417
  nChanged 59
		SP:Iteration 8Q (12166.530000 sec): 3 clusters
  Score: Raw -215101.647172 + Penalty 2493.646316 = -212608.000856
  nChanged 52
		SP:Iteration 9Q (12166.730000 sec): 3 clusters
  Score: Raw -215147.196812 + Penalty 2493.646316 = -212653.550496
  nChanged 49
		SP:Iteration 10Q (12166.940000 sec): 3 clusters
  Score: Raw -215188.345024 + Penalty 2493.646316 = -212694.698707
  nChanged 26
		SP:Iteration 11Q (12167.060000 sec): 3 clusters
  Score: Raw -215210.194341 + Penalty 2493.646316 = -212716.548025
  nChanged 25
		SP:Iteration 12Q (12167.240000 sec): 3 clusters
  Score: Raw -215227.737083 + Penalty 2493.646316 = -212734.090767
  nChanged 16
		SP:Iteration 13Q (12167.410000 sec): 3 clusters
  Score: Raw -215242.480601 + Penalty 2493.646316 = -212748.834285
  nChanged 18
		SP:Iteration 14Q (12167.680000 sec): 3 clusters
  Score: Raw -215255.177226 + Penalty 2493.646316 = -212761.530909
  nChanged 12
		SP:Iteration 15Q (12167.870000 sec): 3 clusters
  Score: Raw -215263.955642 + Penalty 2493.646316 = -212770.309325
  nChanged 7
		SP:Iteration 16Q (12168.080000 sec): 3 clusters
  Score: Raw -215267.163929 + Penalty 2493.646316 = -212773.517613
  nChanged 5
		SP:Iteration 17Q (12168.330000 sec): 3 clusters
  Score: Raw -215270.151933 + Penalty 2493.646316 = -212776.505617
  nChanged 6
		SP:Iteration 18Q (12168.480000 sec): 3 clusters
  Score: Raw -215272.732683 + Penalty 2493.646316 = -212779.086366
  nChanged 6
		SP:Iteration 19Q (12168.720000 sec): 3 clusters
  Score: Raw -215278.941777 + Penalty 2493.646316 = -212785.295460
  nChanged 8
		SP:Iteration 20F (12168.950000 sec): 3 clusters
  Score: Raw -215282.742637 + Penalty 2493.646316 = -212789.096321
  nChanged 3
		SP:Iteration 21Q (12169.160000 sec): 3 clusters
  Score: Raw -215290.953998 + Penalty 2493.646316 = -212797.307682
  nChanged 4
		SP:Iteration 22Q (12169.340000 sec): 3 clusters
  Score: Raw -215294.936858 + Penalty 2493.646316 = -212801.290541
  nChanged 5
		SP:Iteration 23Q (12169.610000 sec): 3 clusters
  Score: Raw -215298.269504 + Penalty 2493.646316 = -212804.623188
  nChanged 3
		SP:Iteration 24Q (12169.810000 sec): 3 clusters
  Score: Raw -215299.973785 + Penalty 2493.646316 = -212806.327469
  nChanged 4
		SP:Iteration 25Q (12169.970000 sec): 3 clusters
  Score: Raw -215302.813537 + Penalty 2493.646316 = -212809.167221
  nChanged 4
		SP:Iteration 26Q (12170.240000 sec): 3 clusters
  Score: Raw -215306.000650 + Penalty 2493.646316 = -212812.354334
  nChanged 7
		SP:Iteration 27Q (12170.450000 sec): 3 clusters
  Score: Raw -215310.931425 + Penalty 2493.646316 = -212817.285109
  nChanged 3
		SP:Iteration 28Q (12170.640000 sec): 3 clusters
  Score: Raw -215312.948110 + Penalty 2493.646316 = -212819.301794
  nChanged 3
		SP:Iteration 29Q (12170.840000 sec): 3 clusters
  Score: Raw -215314.190352 + Penalty 2493.646316 = -212820.544036
  nChanged 2
		SP:Iteration 30Q (12171.120000 sec): 3 clusters
  Score: Raw -215315.341745 + Penalty 2493.646316 = -212821.695429
  nChanged 2
		SP:Iteration 31Q (12171.310000 sec): 3 clusters
  Score: Raw -215317.551402 + Penalty 2493.646316 = -212823.905086
  nChanged 4
		SP:Iteration 32Q (12171.550000 sec): 3 clusters
  Score: Raw -215320.161817 + Penalty 2493.646316 = -212826.515501
  nChanged 2
		SP:Iteration 33Q (12171.720000 sec): 3 clusters
  Score: Raw -215321.974475 + Penalty 2493.646316 = -212828.328159
  nChanged 2
		SP:Iteration 34Q (12171.940000 sec): 3 clusters
  Score: Raw -215323.834409 + Penalty 2493.646316 = -212830.188092
  nChanged 2
		SP:Iteration 35Q (12172.190000 sec): 3 clusters
  Score: Raw -215326.883862 + Penalty 2493.646316 = -212833.237546
  nChanged 3
		SP:Iteration 36Q (12172.420000 sec): 3 clusters
  Score: Raw -215328.486871 + Penalty 2493.646316 = -212834.840555
  nChanged 3
		SP:Iteration 37Q (12172.580000 sec): 3 clusters
  Score: Raw -215331.010667 + Penalty 2493.646316 = -212837.364351
  nChanged 5
		SP:Iteration 38Q (12172.840000 sec): 3 clusters
  Score: Raw -215334.263753 + Penalty 2493.646316 = -212840.617437
  nChanged 5
		SP:Iteration 39Q (12173.010000 sec): 3 clusters
  Score: Raw -215338.192094 + Penalty 2493.646316 = -212844.545778
  nChanged 5
		SP:Iteration 40F (12173.220000 sec): 3 clusters
  Score: Raw -215342.492588 + Penalty 2493.646316 = -212848.846271
  nChanged 7
		SP:Iteration 41Q (12173.380000 sec): 3 clusters
  Score: Raw -215346.399287 + Penalty 2493.646316 = -212852.752971
  nChanged 3
		SP:Iteration 42Q (12173.580000 sec): 3 clusters
  Score: Raw -215348.320677 + Penalty 2493.646316 = -212854.674361
  nChanged 2
		SP:Iteration 43Q (12173.730000 sec): 3 clusters
  Score: Raw -215348.930074 + Penalty 2493.646316 = -212855.283758
  nChanged 0
		SP:Iteration 44F (12173.940000 sec): 3 clusters
  Score: Raw -215348.930074 + Penalty 2493.646316 = -212855.283758
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12174.090000 sec): 2 clusters
  Score: Raw -543855.057918 + Penalty 1398.345661 = -542456.712257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12174.270000 sec): 3 clusters
  Score: Raw -540981.528111 + Penalty 2796.691322 = -538184.836789
  nChanged 2300
		SP:Iteration 1F (12174.470000 sec): 3 clusters
  Score: Raw -542303.720874 + Penalty 2796.691322 = -539507.029551
  nChanged 436
		SP:Iteration 2F (12174.650000 sec): 3 clusters
  Score: Raw -542581.190611 + Penalty 2796.691322 = -539784.499289
  nChanged 320
		SP:Iteration 3F (12174.840000 sec): 3 clusters
  Score: Raw -542798.491785 + Penalty 2796.691322 = -540001.800463
  nChanged 277
		SP:Iteration 4F (12175.070000 sec): 3 clusters
  Score: Raw -542968.527967 + Penalty 2796.691322 = -540171.836645
  nChanged 238
		SP:Iteration 5Q (12175.240000 sec): 3 clusters
  Score: Raw -543138.248680 + Penalty 2796.691322 = -540341.557358
  nChanged 241
		SP:Iteration 6Q (12175.430000 sec): 3 clusters
  Score: Raw -543303.953870 + Penalty 2796.691322 = -540507.262548
  nChanged 239
		SP:Iteration 7Q (12175.610000 sec): 3 clusters
  Score: Raw -543485.352152 + Penalty 2796.691322 = -540688.660830
  nChanged 231
		SP:Iteration 8Q (12175.800000 sec): 3 clusters
  Score: Raw -543658.575398 + Penalty 2796.691322 = -540861.884076
  nChanged 194
		SP:Iteration 9Q (12175.990000 sec): 3 clusters
  Score: Raw -543800.105345 + Penalty 2796.691322 = -541003.414022
  nChanged 179
		SP:Iteration 10Q (12176.160000 sec): 3 clusters
  Score: Raw -543954.982317 + Penalty 2796.691322 = -541158.290994
  nChanged 179
		SP:Iteration 11Q (12176.370000 sec): 3 clusters
  Score: Raw -544126.653314 + Penalty 2796.691322 = -541329.961992
  nChanged 166
		SP:Iteration 12Q (12176.580000 sec): 3 clusters
  Score: Raw -544234.078473 + Penalty 2796.691322 = -541437.387150
  nChanged 121
		SP:Iteration 13Q (12176.760000 sec): 3 clusters
  Score: Raw -544292.490232 + Penalty 2796.691322 = -541495.798910
  nChanged 87
		SP:Iteration 14Q (12176.990000 sec): 3 clusters
  Score: Raw -544334.709753 + Penalty 2796.691322 = -541538.018431
  nChanged 78
		SP:Iteration 15Q (12177.190000 sec): 3 clusters
  Score: Raw -544362.895293 + Penalty 2796.691322 = -541566.203971
  nChanged 66
		SP:Iteration 16Q (12177.400000 sec): 3 clusters
  Score: Raw -544390.190187 + Penalty 2796.691322 = -541593.498865
  nChanged 64
		SP:Iteration 17Q (12177.590000 sec): 3 clusters
  Score: Raw -544418.753382 + Penalty 2796.691322 = -541622.062060
  nChanged 67
		SP:Iteration 18Q (12177.760000 sec): 3 clusters
  Score: Raw -544447.494569 + Penalty 2796.691322 = -541650.803246
  nChanged 75
		SP:Iteration 19Q (12177.940000 sec): 3 clusters
  Score: Raw -544494.235855 + Penalty 2796.691322 = -541697.544532
  nChanged 86
		SP:Iteration 20F (12178.140000 sec): 3 clusters
  Score: Raw -544566.560771 + Penalty 2796.691322 = -541769.869448
  nChanged 110
		SP:Iteration 21Q (12178.310000 sec): 3 clusters
  Score: Raw -544678.518409 + Penalty 2796.691322 = -541881.827086
  nChanged 106
		SP:Iteration 22Q (12178.490000 sec): 3 clusters
  Score: Raw -544799.061219 + Penalty 2796.691322 = -542002.369896
  nChanged 102
		SP:Iteration 23Q (12178.660000 sec): 3 clusters
  Score: Raw -544900.148908 + Penalty 2796.691322 = -542103.457585
  nChanged 87
		SP:Iteration 24Q (12178.850000 sec): 3 clusters
  Score: Raw -544961.520909 + Penalty 2796.691322 = -542164.829587
  nChanged 71
		SP:Iteration 25Q (12179.040000 sec): 3 clusters
  Score: Raw -545003.622373 + Penalty 2796.691322 = -542206.931051
  nChanged 44
		SP:Iteration 26Q (12179.250000 sec): 3 clusters
  Score: Raw -545018.800818 + Penalty 2796.691322 = -542222.109495
  nChanged 17
		SP:Iteration 27Q (12179.450000 sec): 3 clusters
  Score: Raw -545022.901641 + Penalty 2796.691322 = -542226.210319
  nChanged 13
		SP:Iteration 28Q (12179.670000 sec): 3 clusters
  Score: Raw -545026.631535 + Penalty 2796.691322 = -542229.940213
  nChanged 13
		SP:Iteration 29Q (12179.890000 sec): 3 clusters
  Score: Raw -545029.513385 + Penalty 2796.691322 = -542232.822062
  nChanged 7
		SP:Iteration 30Q (12180.100000 sec): 3 clusters
  Score: Raw -545031.181748 + Penalty 2796.691322 = -542234.490425
  nChanged 2
		SP:Iteration 31Q (12180.320000 sec): 3 clusters
  Score: Raw -545031.421755 + Penalty 2796.691322 = -542234.730432
  nChanged 2
		SP:Iteration 32Q (12180.560000 sec): 3 clusters
  Score: Raw -545031.875593 + Penalty 2796.691322 = -542235.184270
  nChanged 2
		SP:Iteration 33Q (12180.760000 sec): 3 clusters
  Score: Raw -545032.064087 + Penalty 2796.691322 = -542235.372764
  nChanged 0
		SP:Iteration 34F (12180.940000 sec): 3 clusters
  Score: Raw -545032.064087 + Penalty 2796.691322 = -542235.372764
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12181.040000 sec): 2 clusters
  Score: Raw -53437.066665 + Penalty 1018.420089 = -52418.646575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12181.220000 sec): 3 clusters
  Score: Raw -53436.630630 + Penalty 2036.840178 = -51399.790451
  nChanged 116
		SP:Iteration 1F (12181.380000 sec): 3 clusters
  Score: Raw -53654.214107 + Penalty 2036.840178 = -51617.373929
  nChanged 40
		SP:Iteration 2F (12181.580000 sec): 3 clusters
  Score: Raw -53818.235160 + Penalty 2036.840178 = -51781.394982
  nChanged 32
		SP:Iteration 3F (12181.760000 sec): 3 clusters
  Score: Raw -53879.983622 + Penalty 2036.840178 = -51843.143443
  nChanged 19
		SP:Iteration 4Q (12181.950000 sec): 3 clusters
  Score: Raw -53910.096205 + Penalty 2036.840178 = -51873.256026
  nChanged 10
		SP:Iteration 5Q (12182.110000 sec): 3 clusters
  Score: Raw -53931.120074 + Penalty 2036.840178 = -51894.279896
  nChanged 10
		SP:Iteration 6Q (12182.270000 sec): 3 clusters
  Score: Raw -53943.697381 + Penalty 2036.840178 = -51906.857203
  nChanged 4
		SP:Iteration 7Q (12182.490000 sec): 3 clusters
  Score: Raw -53949.364681 + Penalty 2036.840178 = -51912.524502
  nChanged 4
		SP:Iteration 8Q (12182.650000 sec): 3 clusters
  Score: Raw -53954.344917 + Penalty 2036.840178 = -51917.504738
  nChanged 4
		SP:Iteration 9Q (12182.860000 sec): 3 clusters
  Score: Raw -53960.402549 + Penalty 2036.840178 = -51923.562371
  nChanged 3
		SP:Iteration 10Q (12183.030000 sec): 3 clusters
  Score: Raw -53964.117334 + Penalty 2036.840178 = -51927.277156
  nChanged 3
		SP:Iteration 11Q (12183.250000 sec): 3 clusters
  Score: Raw -53967.561889 + Penalty 2036.840178 = -51930.721710
  nChanged 0
		SP:Iteration 12F (12183.430000 sec): 3 clusters
  Score: Raw -53967.561889 + Penalty 2036.840178 = -51930.721710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2827 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12183.560000 sec): 2 clusters
  Score: Raw -308590.621834 + Penalty 1291.382846 = -307299.238989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12183.770000 sec): 3 clusters
  Score: Raw -307227.545871 + Penalty 2582.765691 = -304644.780180
  nChanged 1094
		SP:Iteration 1F (12183.990000 sec): 3 clusters
  Score: Raw -307893.509503 + Penalty 2582.765691 = -305310.743812
  nChanged 211
		SP:Iteration 2F (12184.170000 sec): 3 clusters
  Score: Raw -308024.735956 + Penalty 2582.765691 = -305441.970265
  nChanged 138
		SP:Iteration 3Q (12184.370000 sec): 3 clusters
  Score: Raw -308108.356665 + Penalty 2582.765691 = -305525.590974
  nChanged 120
		SP:Iteration 4Q (12184.580000 sec): 3 clusters
  Score: Raw -308197.842179 + Penalty 2582.765691 = -305615.076487
  nChanged 126
		SP:Iteration 5Q (12184.800000 sec): 3 clusters
  Score: Raw -308317.976067 + Penalty 2582.765691 = -305735.210376
  nChanged 125
		SP:Iteration 6Q (12184.970000 sec): 3 clusters
  Score: Raw -308450.203476 + Penalty 2582.765691 = -305867.437785
  nChanged 126
		SP:Iteration 7Q (12185.140000 sec): 3 clusters
  Score: Raw -308561.781979 + Penalty 2582.765691 = -305979.016288
  nChanged 117
		SP:Iteration 8Q (12185.310000 sec): 3 clusters
  Score: Raw -308653.843198 + Penalty 2582.765691 = -306071.077507
  nChanged 100
		SP:Iteration 9Q (12185.480000 sec): 3 clusters
  Score: Raw -308727.034571 + Penalty 2582.765691 = -306144.268880
  nChanged 86
		SP:Iteration 10Q (12185.650000 sec): 3 clusters
  Score: Raw -308790.720715 + Penalty 2582.765691 = -306207.955024
  nChanged 63
		SP:Iteration 11Q (12185.790000 sec): 3 clusters
  Score: Raw -308835.699121 + Penalty 2582.765691 = -306252.933429
  nChanged 49
		SP:Iteration 12Q (12186.000000 sec): 3 clusters
  Score: Raw -308865.904780 + Penalty 2582.765691 = -306283.139089
  nChanged 32
		SP:Iteration 13Q (12186.190000 sec): 3 clusters
  Score: Raw -308888.634286 + Penalty 2582.765691 = -306305.868595
  nChanged 35
		SP:Iteration 14Q (12186.320000 sec): 3 clusters
  Score: Raw -308912.330542 + Penalty 2582.765691 = -306329.564851
  nChanged 29
		SP:Iteration 15Q (12186.530000 sec): 3 clusters
  Score: Raw -308936.778930 + Penalty 2582.765691 = -306354.013238
  nChanged 26
		SP:Iteration 16Q (12186.720000 sec): 3 clusters
  Score: Raw -308955.449421 + Penalty 2582.765691 = -306372.683729
  nChanged 24
		SP:Iteration 17Q (12186.900000 sec): 3 clusters
  Score: Raw -308972.781656 + Penalty 2582.765691 = -306390.015965
  nChanged 20
		SP:Iteration 18Q (12187.070000 sec): 3 clusters
  Score: Raw -308987.151251 + Penalty 2582.765691 = -306404.385559
  nChanged 14
		SP:Iteration 19Q (12187.290000 sec): 3 clusters
  Score: Raw -308996.709734 + Penalty 2582.765691 = -306413.944043
  nChanged 9
		SP:Iteration 20F (12187.550000 sec): 3 clusters
  Score: Raw -309002.439274 + Penalty 2582.765691 = -306419.673583
  nChanged 7
		SP:Iteration 21Q (12187.760000 sec): 3 clusters
  Score: Raw -309007.416414 + Penalty 2582.765691 = -306424.650723
  nChanged 4
		SP:Iteration 22Q (12187.960000 sec): 3 clusters
  Score: Raw -309010.126936 + Penalty 2582.765691 = -306427.361245
  nChanged 5
		SP:Iteration 23Q (12188.180000 sec): 3 clusters
  Score: Raw -309014.719636 + Penalty 2582.765691 = -306431.953945
  nChanged 6
		SP:Iteration 24Q (12188.430000 sec): 3 clusters
  Score: Raw -309020.301815 + Penalty 2582.765691 = -306437.536124
  nChanged 10
		SP:Iteration 25Q (12188.600000 sec): 3 clusters
  Score: Raw -309029.120340 + Penalty 2582.765691 = -306446.354648
  nChanged 7
		SP:Iteration 26Q (12188.810000 sec): 3 clusters
  Score: Raw -309037.408385 + Penalty 2582.765691 = -306454.642694
  nChanged 8
		SP:Iteration 27Q (12189.000000 sec): 3 clusters
  Score: Raw -309042.124274 + Penalty 2582.765691 = -306459.358582
  nChanged 5
		SP:Iteration 28Q (12189.140000 sec): 3 clusters
  Score: Raw -309046.200533 + Penalty 2582.765691 = -306463.434842
  nChanged 6
		SP:Iteration 29Q (12189.280000 sec): 3 clusters
  Score: Raw -309051.469412 + Penalty 2582.765691 = -306468.703721
  nChanged 6
		SP:Iteration 30Q (12189.490000 sec): 3 clusters
  Score: Raw -309054.410118 + Penalty 2582.765691 = -306471.644426
  nChanged 3
		SP:Iteration 31Q (12189.660000 sec): 3 clusters
  Score: Raw -309056.218325 + Penalty 2582.765691 = -306473.452634
  nChanged 2
		SP:Iteration 32Q (12189.830000 sec): 3 clusters
  Score: Raw -309057.566973 + Penalty 2582.765691 = -306474.801282
  nChanged 3
		SP:Iteration 33Q (12189.990000 sec): 3 clusters
  Score: Raw -309058.791499 + Penalty 2582.765691 = -306476.025807
  nChanged 2
		SP:Iteration 34Q (12190.180000 sec): 3 clusters
  Score: Raw -309059.590935 + Penalty 2582.765691 = -306476.825243
  nChanged 1
		SP:Iteration 35Q (12190.350000 sec): 3 clusters
  Score: Raw -309060.054248 + Penalty 2582.765691 = -306477.288557
  nChanged 1
		SP:Iteration 36Q (12190.540000 sec): 3 clusters
  Score: Raw -309060.516804 + Penalty 2582.765691 = -306477.751112
  nChanged 1
		SP:Iteration 37Q (12190.740000 sec): 3 clusters
  Score: Raw -309061.777095 + Penalty 2582.765691 = -306479.011404
  nChanged 3
		SP:Iteration 38Q (12190.920000 sec): 3 clusters
  Score: Raw -309064.817997 + Penalty 2582.765691 = -306482.052306
  nChanged 4
		SP:Iteration 39Q (12191.060000 sec): 3 clusters
  Score: Raw -309067.814219 + Penalty 2582.765691 = -306485.048527
  nChanged 3
		SP:Iteration 40F (12191.260000 sec): 3 clusters
  Score: Raw -309071.065135 + Penalty 2582.765691 = -306488.299444
  nChanged 5
		SP:Iteration 41Q (12191.420000 sec): 3 clusters
  Score: Raw -309074.811549 + Penalty 2582.765691 = -306492.045857
  nChanged 1
		SP:Iteration 42Q (12191.600000 sec): 3 clusters
  Score: Raw -309076.040059 + Penalty 2582.765691 = -306493.274368
  nChanged 2
		SP:Iteration 43Q (12191.780000 sec): 3 clusters
  Score: Raw -309078.281622 + Penalty 2582.765691 = -306495.515931
  nChanged 3
		SP:Iteration 44Q (12191.960000 sec): 3 clusters
  Score: Raw -309080.279964 + Penalty 2582.765691 = -306497.514273
  nChanged 1
		SP:Iteration 45Q (12192.130000 sec): 3 clusters
  Score: Raw -309081.233843 + Penalty 2582.765691 = -306498.468152
  nChanged 0
		SP:Iteration 46F (12192.310000 sec): 3 clusters
  Score: Raw -309081.233843 + Penalty 2582.765691 = -306498.468152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (8434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12192.450000 sec): 2 clusters
  Score: Raw -892348.265169 + Penalty 1469.004296 = -890879.260873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12192.670000 sec): 3 clusters
  Score: Raw -887644.154763 + Penalty 2938.008591 = -884706.146172
  nChanged 3587
		SP:Iteration 1F (12192.860000 sec): 3 clusters
  Score: Raw -889531.493958 + Penalty 2938.008591 = -886593.485367
  nChanged 558
		SP:Iteration 2F (12193.070000 sec): 3 clusters
  Score: Raw -889834.531135 + Penalty 2938.008591 = -886896.522544
  nChanged 510
		SP:Iteration 3F (12193.320000 sec): 3 clusters
  Score: Raw -890184.404352 + Penalty 2938.008591 = -887246.395761
  nChanged 531
		SP:Iteration 4F (12193.550000 sec): 3 clusters
  Score: Raw -890537.244806 + Penalty 2938.008591 = -887599.236214
  nChanged 539
		SP:Iteration 5F (12193.800000 sec): 3 clusters
  Score: Raw -890932.430424 + Penalty 2938.008591 = -887994.421833
  nChanged 509
		SP:Iteration 6F (12194.040000 sec): 3 clusters
  Score: Raw -891286.227675 + Penalty 2938.008591 = -888348.219084
  nChanged 467
		SP:Iteration 7F (12194.220000 sec): 3 clusters
  Score: Raw -891573.300379 + Penalty 2938.008591 = -888635.291788
  nChanged 372
		SP:Iteration 8Q (12194.420000 sec): 3 clusters
  Score: Raw -891766.680942 + Penalty 2938.008591 = -888828.672351
  nChanged 275
		SP:Iteration 9Q (12194.630000 sec): 3 clusters
  Score: Raw -891918.450409 + Penalty 2938.008591 = -888980.441818
  nChanged 220
		SP:Iteration 10Q (12194.850000 sec): 3 clusters
  Score: Raw -892022.232451 + Penalty 2938.008591 = -889084.223860
  nChanged 157
		SP:Iteration 11Q (12195.100000 sec): 3 clusters
  Score: Raw -892087.112356 + Penalty 2938.008591 = -889149.103765
  nChanged 129
		SP:Iteration 12Q (12195.280000 sec): 3 clusters
  Score: Raw -892130.452883 + Penalty 2938.008591 = -889192.444292
  nChanged 93
		SP:Iteration 13Q (12195.460000 sec): 3 clusters
  Score: Raw -892162.102902 + Penalty 2938.008591 = -889224.094311
  nChanged 67
		SP:Iteration 14Q (12195.640000 sec): 3 clusters
  Score: Raw -892180.799624 + Penalty 2938.008591 = -889242.791033
  nChanged 54
		SP:Iteration 15Q (12195.810000 sec): 3 clusters
  Score: Raw -892194.980499 + Penalty 2938.008591 = -889256.971908
  nChanged 37
		SP:Iteration 16Q (12196.040000 sec): 3 clusters
  Score: Raw -892207.057540 + Penalty 2938.008591 = -889269.048949
  nChanged 39
		SP:Iteration 17Q (12196.280000 sec): 3 clusters
  Score: Raw -892217.515763 + Penalty 2938.008591 = -889279.507172
  nChanged 34
		SP:Iteration 18Q (12196.460000 sec): 3 clusters
  Score: Raw -892227.148497 + Penalty 2938.008591 = -889289.139906
  nChanged 31
		SP:Iteration 19Q (12196.730000 sec): 3 clusters
  Score: Raw -892236.187182 + Penalty 2938.008591 = -889298.178591
  nChanged 37
		SP:Iteration 20F (12196.890000 sec): 3 clusters
  Score: Raw -892247.258143 + Penalty 2938.008591 = -889309.249552
  nChanged 33
		SP:Iteration 21Q (12197.150000 sec): 3 clusters
  Score: Raw -892258.587768 + Penalty 2938.008591 = -889320.579176
  nChanged 26
		SP:Iteration 22Q (12197.310000 sec): 3 clusters
  Score: Raw -892265.530616 + Penalty 2938.008591 = -889327.522025
  nChanged 30
		SP:Iteration 23Q (12197.530000 sec): 3 clusters
  Score: Raw -892274.936389 + Penalty 2938.008591 = -889336.927798
  nChanged 35
		SP:Iteration 24Q (12197.800000 sec): 3 clusters
  Score: Raw -892283.434795 + Penalty 2938.008591 = -889345.426204
  nChanged 29
		SP:Iteration 25Q (12198.010000 sec): 3 clusters
  Score: Raw -892291.747966 + Penalty 2938.008591 = -889353.739375
  nChanged 25
		SP:Iteration 26Q (12198.180000 sec): 3 clusters
  Score: Raw -892297.738679 + Penalty 2938.008591 = -889359.730088
  nChanged 21
		SP:Iteration 27Q (12198.400000 sec): 3 clusters
  Score: Raw -892304.490341 + Penalty 2938.008591 = -889366.481750
  nChanged 36
		SP:Iteration 28Q (12198.640000 sec): 3 clusters
  Score: Raw -892314.791066 + Penalty 2938.008591 = -889376.782475
  nChanged 22
		SP:Iteration 29Q (12198.870000 sec): 3 clusters
  Score: Raw -892320.944240 + Penalty 2938.008591 = -889382.935649
  nChanged 21
		SP:Iteration 30Q (12199.110000 sec): 3 clusters
  Score: Raw -892326.345307 + Penalty 2938.008591 = -889388.336716
  nChanged 22
		SP:Iteration 31Q (12199.310000 sec): 3 clusters
  Score: Raw -892332.509625 + Penalty 2938.008591 = -889394.501033
  nChanged 18
		SP:Iteration 32Q (12199.540000 sec): 3 clusters
  Score: Raw -892338.526509 + Penalty 2938.008591 = -889400.517918
  nChanged 22
		SP:Iteration 33Q (12199.720000 sec): 3 clusters
  Score: Raw -892344.785501 + Penalty 2938.008591 = -889406.776910
  nChanged 19
		SP:Iteration 34Q (12199.960000 sec): 3 clusters
  Score: Raw -892349.507344 + Penalty 2938.008591 = -889411.498753
  nChanged 18
		SP:Iteration 35Q (12200.210000 sec): 3 clusters
  Score: Raw -892354.433920 + Penalty 2938.008591 = -889416.425329
  nChanged 13
		SP:Iteration 36Q (12200.440000 sec): 3 clusters
  Score: Raw -892358.220845 + Penalty 2938.008591 = -889420.212254
  nChanged 14
		SP:Iteration 37Q (12200.710000 sec): 3 clusters
  Score: Raw -892362.302226 + Penalty 2938.008591 = -889424.293635
  nChanged 11
		SP:Iteration 38Q (12200.900000 sec): 3 clusters
  Score: Raw -892366.248012 + Penalty 2938.008591 = -889428.239421
  nChanged 19
		SP:Iteration 39Q (12201.160000 sec): 3 clusters
  Score: Raw -892372.461687 + Penalty 2938.008591 = -889434.453096
  nChanged 17
		SP:Iteration 40F (12201.380000 sec): 3 clusters
  Score: Raw -892375.924659 + Penalty 2938.008591 = -889437.916068
  nChanged 11
		SP:Iteration 41Q (12201.620000 sec): 3 clusters
  Score: Raw -892377.868644 + Penalty 2938.008591 = -889439.860053
  nChanged 11
		SP:Iteration 42Q (12201.830000 sec): 3 clusters
  Score: Raw -892380.720986 + Penalty 2938.008591 = -889442.712395
  nChanged 12
		SP:Iteration 43Q (12202.030000 sec): 3 clusters
  Score: Raw -892383.353140 + Penalty 2938.008591 = -889445.344549
  nChanged 21
		SP:Iteration 44Q (12202.250000 sec): 3 clusters
  Score: Raw -892389.281104 + Penalty 2938.008591 = -889451.272512
  nChanged 15
		SP:Iteration 45Q (12202.470000 sec): 3 clusters
  Score: Raw -892394.008060 + Penalty 2938.008591 = -889455.999469
  nChanged 27
		SP:Iteration 46Q (12202.670000 sec): 3 clusters
  Score: Raw -892404.895586 + Penalty 2938.008591 = -889466.886994
  nChanged 32
		SP:Iteration 47Q (12202.900000 sec): 3 clusters
  Score: Raw -892417.110542 + Penalty 2938.008591 = -889479.101951
  nChanged 30
		SP:Iteration 48Q (12203.140000 sec): 3 clusters
  Score: Raw -892429.901654 + Penalty 2938.008591 = -889491.893063
  nChanged 28
		SP:Iteration 49Q (12203.370000 sec): 3 clusters
  Score: Raw -892440.516525 + Penalty 2938.008591 = -889502.507934
  nChanged 24
		SP:Iteration 50Q (12203.630000 sec): 3 clusters
  Score: Raw -892448.202848 + Penalty 2938.008591 = -889510.194257
  nChanged 19
		SP:Iteration 51Q (12203.880000 sec): 3 clusters
  Score: Raw -892457.085240 + Penalty 2938.008591 = -889519.076649
  nChanged 23
		SP:Iteration 52Q (12204.120000 sec): 3 clusters
  Score: Raw -892469.672435 + Penalty 2938.008591 = -889531.663844
  nChanged 26
		SP:Iteration 53Q (12204.360000 sec): 3 clusters
  Score: Raw -892479.369135 + Penalty 2938.008591 = -889541.360544
  nChanged 15
		SP:Iteration 54Q (12204.610000 sec): 3 clusters
  Score: Raw -892486.408569 + Penalty 2938.008591 = -889548.399978
  nChanged 14
		SP:Iteration 55Q (12204.840000 sec): 3 clusters
  Score: Raw -892492.008409 + Penalty 2938.008591 = -889553.999818
  nChanged 17
		SP:Iteration 56Q (12205.070000 sec): 3 clusters
  Score: Raw -892499.607048 + Penalty 2938.008591 = -889561.598457
  nChanged 24
		SP:Iteration 57Q (12205.350000 sec): 3 clusters
  Score: Raw -892511.186903 + Penalty 2938.008591 = -889573.178312
  nChanged 22
		SP:Iteration 58Q (12205.570000 sec): 3 clusters
  Score: Raw -892523.221924 + Penalty 2938.008591 = -889585.213333
  nChanged 16
		SP:Iteration 59Q (12205.790000 sec): 3 clusters
  Score: Raw -892530.404860 + Penalty 2938.008591 = -889592.396269
  nChanged 14
		SP:Iteration 60F (12206.020000 sec): 3 clusters
  Score: Raw -892536.342745 + Penalty 2938.008591 = -889598.334154
  nChanged 12
		SP:Iteration 61Q (12206.270000 sec): 3 clusters
  Score: Raw -892542.228699 + Penalty 2938.008591 = -889604.220108
  nChanged 18
		SP:Iteration 62Q (12206.530000 sec): 3 clusters
  Score: Raw -892548.783691 + Penalty 2938.008591 = -889610.775100
  nChanged 13
		SP:Iteration 63Q (12206.700000 sec): 3 clusters
  Score: Raw -892553.465858 + Penalty 2938.008591 = -889615.457267
  nChanged 9
		SP:Iteration 64Q (12206.960000 sec): 3 clusters
  Score: Raw -892555.976960 + Penalty 2938.008591 = -889617.968368
  nChanged 4
		SP:Iteration 65Q (12207.130000 sec): 3 clusters
  Score: Raw -892557.569007 + Penalty 2938.008591 = -889619.560416
  nChanged 6
		SP:Iteration 66Q (12207.380000 sec): 3 clusters
  Score: Raw -892559.744525 + Penalty 2938.008591 = -889621.735934
  nChanged 6
		SP:Iteration 67Q (12207.570000 sec): 3 clusters
  Score: Raw -892565.902223 + Penalty 2938.008591 = -889627.893631
  nChanged 16
		SP:Iteration 68Q (12207.770000 sec): 3 clusters
  Score: Raw -892579.343530 + Penalty 2938.008591 = -889641.334938
  nChanged 11
		SP:Iteration 69Q (12208.040000 sec): 3 clusters
  Score: Raw -892589.453265 + Penalty 2938.008591 = -889651.444674
  nChanged 13
		SP:Iteration 70Q (12208.200000 sec): 3 clusters
  Score: Raw -892595.995534 + Penalty 2938.008591 = -889657.986943
  nChanged 10
		SP:Iteration 71Q (12208.440000 sec): 3 clusters
  Score: Raw -892600.651031 + Penalty 2938.008591 = -889662.642440
  nChanged 4
		SP:Iteration 72Q (12208.690000 sec): 3 clusters
  Score: Raw -892602.502617 + Penalty 2938.008591 = -889664.494026
  nChanged 3
		SP:Iteration 73Q (12208.880000 sec): 3 clusters
  Score: Raw -892603.684635 + Penalty 2938.008591 = -889665.676044
  nChanged 3
		SP:Iteration 74Q (12209.170000 sec): 3 clusters
  Score: Raw -892604.643231 + Penalty 2938.008591 = -889666.634640
  nChanged 4
		SP:Iteration 75Q (12209.410000 sec): 3 clusters
  Score: Raw -892606.266814 + Penalty 2938.008591 = -889668.258223
  nChanged 7
		SP:Iteration 76Q (12209.640000 sec): 3 clusters
  Score: Raw -892608.693347 + Penalty 2938.008591 = -889670.684756
  nChanged 6
		SP:Iteration 77Q (12209.860000 sec): 3 clusters
  Score: Raw -892611.089750 + Penalty 2938.008591 = -889673.081159
  nChanged 5
		SP:Iteration 78Q (12210.110000 sec): 3 clusters
  Score: Raw -892612.245398 + Penalty 2938.008591 = -889674.236807
  nChanged 2
		SP:Iteration 79Q (12210.310000 sec): 3 clusters
  Score: Raw -892613.282559 + Penalty 2938.008591 = -889675.273968
  nChanged 0
		SP:Iteration 80F (12210.550000 sec): 3 clusters
  Score: Raw -892613.282559 + Penalty 2938.008591 = -889675.273968
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12210.670000 sec): 2 clusters
  Score: Raw -582395.969104 + Penalty 1409.529223 = -580986.439881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12210.880000 sec): 3 clusters
  Score: Raw -579302.452779 + Penalty 2819.058445 = -576483.394334
  nChanged 2443
		SP:Iteration 1F (12211.120000 sec): 3 clusters
  Score: Raw -580639.563958 + Penalty 2819.058445 = -577820.505513
  nChanged 445
		SP:Iteration 2F (12211.340000 sec): 3 clusters
  Score: Raw -580890.365147 + Penalty 2819.058445 = -578071.306702
  nChanged 360
		SP:Iteration 3F (12211.570000 sec): 3 clusters
  Score: Raw -581099.708158 + Penalty 2819.058445 = -578280.649713
  nChanged 296
		SP:Iteration 4F (12211.780000 sec): 3 clusters
  Score: Raw -581248.033921 + Penalty 2819.058445 = -578428.975476
  nChanged 246
		SP:Iteration 5Q (12211.970000 sec): 3 clusters
  Score: Raw -581366.681322 + Penalty 2819.058445 = -578547.622877
  nChanged 218
		SP:Iteration 6Q (12212.240000 sec): 3 clusters
  Score: Raw -581481.231214 + Penalty 2819.058445 = -578662.172769
  nChanged 216
		SP:Iteration 7Q (12212.460000 sec): 3 clusters
  Score: Raw -581587.371275 + Penalty 2819.058445 = -578768.312829
  nChanged 181
		SP:Iteration 8Q (12212.770000 sec): 3 clusters
  Score: Raw -581670.130124 + Penalty 2819.058445 = -578851.071679
  nChanged 174
		SP:Iteration 9Q (12213.000000 sec): 3 clusters
  Score: Raw -581750.077263 + Penalty 2819.058445 = -578931.018818
  nChanged 172
		SP:Iteration 10Q (12213.200000 sec): 3 clusters
  Score: Raw -581832.720330 + Penalty 2819.058445 = -579013.661885
  nChanged 154
		SP:Iteration 11Q (12213.460000 sec): 3 clusters
  Score: Raw -581904.576474 + Penalty 2819.058445 = -579085.518029
  nChanged 164
		SP:Iteration 12Q (12213.680000 sec): 3 clusters
  Score: Raw -581991.615265 + Penalty 2819.058445 = -579172.556820
  nChanged 166
		SP:Iteration 13Q (12213.890000 sec): 3 clusters
  Score: Raw -582076.873808 + Penalty 2819.058445 = -579257.815363
  nChanged 148
		SP:Iteration 14Q (12214.110000 sec): 3 clusters
  Score: Raw -582152.352650 + Penalty 2819.058445 = -579333.294204
  nChanged 138
		SP:Iteration 15Q (12214.360000 sec): 3 clusters
  Score: Raw -582225.228403 + Penalty 2819.058445 = -579406.169958
  nChanged 101
		SP:Iteration 16Q (12214.550000 sec): 3 clusters
  Score: Raw -582274.209068 + Penalty 2819.058445 = -579455.150623
  nChanged 88
		SP:Iteration 17Q (12214.790000 sec): 3 clusters
  Score: Raw -582316.335208 + Penalty 2819.058445 = -579497.276763
  nChanged 95
		SP:Iteration 18Q (12214.960000 sec): 3 clusters
  Score: Raw -582367.418064 + Penalty 2819.058445 = -579548.359619
  nChanged 98
		SP:Iteration 19Q (12215.170000 sec): 3 clusters
  Score: Raw -582415.164655 + Penalty 2819.058445 = -579596.106210
  nChanged 65
		SP:Iteration 20F (12215.410000 sec): 3 clusters
  Score: Raw -582446.918213 + Penalty 2819.058445 = -579627.859767
  nChanged 59
		SP:Iteration 21Q (12215.620000 sec): 3 clusters
  Score: Raw -582475.967717 + Penalty 2819.058445 = -579656.909272
  nChanged 58
		SP:Iteration 22Q (12215.810000 sec): 3 clusters
  Score: Raw -582507.764217 + Penalty 2819.058445 = -579688.705772
  nChanged 46
		SP:Iteration 23Q (12216.040000 sec): 3 clusters
  Score: Raw -582537.674062 + Penalty 2819.058445 = -579718.615617
  nChanged 45
		SP:Iteration 24Q (12216.230000 sec): 3 clusters
  Score: Raw -582565.632467 + Penalty 2819.058445 = -579746.574022
  nChanged 30
		SP:Iteration 25Q (12216.460000 sec): 3 clusters
  Score: Raw -582588.577175 + Penalty 2819.058445 = -579769.518730
  nChanged 38
		SP:Iteration 26Q (12216.680000 sec): 3 clusters
  Score: Raw -582608.292581 + Penalty 2819.058445 = -579789.234135
  nChanged 24
		SP:Iteration 27Q (12216.920000 sec): 3 clusters
  Score: Raw -582618.642127 + Penalty 2819.058445 = -579799.583682
  nChanged 19
		SP:Iteration 28Q (12217.160000 sec): 3 clusters
  Score: Raw -582626.385512 + Penalty 2819.058445 = -579807.327067
  nChanged 16
		SP:Iteration 29Q (12217.390000 sec): 3 clusters
  Score: Raw -582633.355856 + Penalty 2819.058445 = -579814.297411
  nChanged 14
		SP:Iteration 30Q (12217.560000 sec): 3 clusters
  Score: Raw -582638.667924 + Penalty 2819.058445 = -579819.609478
  nChanged 16
		SP:Iteration 31Q (12217.760000 sec): 3 clusters
  Score: Raw -582647.356493 + Penalty 2819.058445 = -579828.298048
  nChanged 8
		SP:Iteration 32Q (12217.930000 sec): 3 clusters
  Score: Raw -582651.003817 + Penalty 2819.058445 = -579831.945372
  nChanged 7
		SP:Iteration 33Q (12218.110000 sec): 3 clusters
  Score: Raw -582655.265779 + Penalty 2819.058445 = -579836.207333
  nChanged 5
		SP:Iteration 34Q (12218.340000 sec): 3 clusters
  Score: Raw -582657.789369 + Penalty 2819.058445 = -579838.730923
  nChanged 3
		SP:Iteration 35Q (12218.490000 sec): 3 clusters
  Score: Raw -582659.632876 + Penalty 2819.058445 = -579840.574431
  nChanged 3
		SP:Iteration 36Q (12218.700000 sec): 3 clusters
  Score: Raw -582661.653760 + Penalty 2819.058445 = -579842.595315
  nChanged 3
		SP:Iteration 37Q (12218.920000 sec): 3 clusters
  Score: Raw -582663.127021 + Penalty 2819.058445 = -579844.068575
  nChanged 7
		SP:Iteration 38Q (12219.170000 sec): 3 clusters
  Score: Raw -582667.714088 + Penalty 2819.058445 = -579848.655642
  nChanged 6
		SP:Iteration 39Q (12219.360000 sec): 3 clusters
  Score: Raw -582671.417937 + Penalty 2819.058445 = -579852.359492
  nChanged 4
		SP:Iteration 40F (12219.590000 sec): 3 clusters
  Score: Raw -582672.840112 + Penalty 2819.058445 = -579853.781667
  nChanged 3
		SP:Iteration 41Q (12219.750000 sec): 3 clusters
  Score: Raw -582675.470458 + Penalty 2819.058445 = -579856.412013
  nChanged 4
		SP:Iteration 42Q (12219.940000 sec): 3 clusters
  Score: Raw -582677.086066 + Penalty 2819.058445 = -579858.027620
  nChanged 3
		SP:Iteration 43Q (12220.190000 sec): 3 clusters
  Score: Raw -582678.413625 + Penalty 2819.058445 = -579859.355179
  nChanged 3
		SP:Iteration 44Q (12220.380000 sec): 3 clusters
  Score: Raw -582679.324602 + Penalty 2819.058445 = -579860.266157
  nChanged 0
		SP:Iteration 45F (12220.580000 sec): 3 clusters
  Score: Raw -582679.324602 + Penalty 2819.058445 = -579860.266157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12220.720000 sec): 2 clusters
  Score: Raw -400816.304832 + Penalty 1362.790146 = -399453.514685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12220.890000 sec): 3 clusters
  Score: Raw -398670.792494 + Penalty 2725.580293 = -395945.212201
  nChanged 1750
		SP:Iteration 1F (12221.090000 sec): 3 clusters
  Score: Raw -399771.852337 + Penalty 2725.580293 = -397046.272044
  nChanged 345
		SP:Iteration 2F (12221.340000 sec): 3 clusters
  Score: Raw -400001.309471 + Penalty 2725.580293 = -397275.729178
  nChanged 261
		SP:Iteration 3F (12221.520000 sec): 3 clusters
  Score: Raw -400186.046645 + Penalty 2725.580293 = -397460.466352
  nChanged 231
		SP:Iteration 4F (12221.720000 sec): 3 clusters
  Score: Raw -400352.512197 + Penalty 2725.580293 = -397626.931904
  nChanged 193
		SP:Iteration 5Q (12221.890000 sec): 3 clusters
  Score: Raw -400492.563522 + Penalty 2725.580293 = -397766.983229
  nChanged 195
		SP:Iteration 6Q (12222.090000 sec): 3 clusters
  Score: Raw -400631.496351 + Penalty 2725.580293 = -397905.916058
  nChanged 186
		SP:Iteration 7Q (12222.280000 sec): 3 clusters
  Score: Raw -400756.761936 + Penalty 2725.580293 = -398031.181644
  nChanged 164
		SP:Iteration 8Q (12222.460000 sec): 3 clusters
  Score: Raw -400860.315156 + Penalty 2725.580293 = -398134.734863
  nChanged 136
		SP:Iteration 9Q (12222.660000 sec): 3 clusters
  Score: Raw -400938.037055 + Penalty 2725.580293 = -398212.456762
  nChanged 108
		SP:Iteration 10Q (12222.860000 sec): 3 clusters
  Score: Raw -401000.581726 + Penalty 2725.580293 = -398275.001433
  nChanged 88
		SP:Iteration 11Q (12223.030000 sec): 3 clusters
  Score: Raw -401040.466669 + Penalty 2725.580293 = -398314.886376
  nChanged 69
		SP:Iteration 12Q (12223.260000 sec): 3 clusters
  Score: Raw -401066.834563 + Penalty 2725.580293 = -398341.254270
  nChanged 61
		SP:Iteration 13Q (12223.430000 sec): 3 clusters
  Score: Raw -401087.530540 + Penalty 2725.580293 = -398361.950247
  nChanged 58
		SP:Iteration 14Q (12223.630000 sec): 3 clusters
  Score: Raw -401106.789203 + Penalty 2725.580293 = -398381.208911
  nChanged 50
		SP:Iteration 15Q (12223.830000 sec): 3 clusters
  Score: Raw -401125.612948 + Penalty 2725.580293 = -398400.032656
  nChanged 49
		SP:Iteration 16Q (12223.970000 sec): 3 clusters
  Score: Raw -401146.285379 + Penalty 2725.580293 = -398420.705086
  nChanged 46
		SP:Iteration 17Q (12224.190000 sec): 3 clusters
  Score: Raw -401160.616158 + Penalty 2725.580293 = -398435.035865
  nChanged 33
		SP:Iteration 18Q (12224.450000 sec): 3 clusters
  Score: Raw -401174.446098 + Penalty 2725.580293 = -398448.865805
  nChanged 30
		SP:Iteration 19Q (12224.650000 sec): 3 clusters
  Score: Raw -401184.924699 + Penalty 2725.580293 = -398459.344406
  nChanged 22
		SP:Iteration 20F (12224.840000 sec): 3 clusters
  Score: Raw -401192.328658 + Penalty 2725.580293 = -398466.748365
  nChanged 26
		SP:Iteration 21Q (12225.030000 sec): 3 clusters
  Score: Raw -401202.121117 + Penalty 2725.580293 = -398476.540824
  nChanged 26
		SP:Iteration 22Q (12225.260000 sec): 3 clusters
  Score: Raw -401210.725730 + Penalty 2725.580293 = -398485.145438
  nChanged 28
		SP:Iteration 23Q (12225.440000 sec): 3 clusters
  Score: Raw -401219.553139 + Penalty 2725.580293 = -398493.972846
  nChanged 31
		SP:Iteration 24Q (12225.640000 sec): 3 clusters
  Score: Raw -401228.875581 + Penalty 2725.580293 = -398503.295288
  nChanged 29
		SP:Iteration 25Q (12225.840000 sec): 3 clusters
  Score: Raw -401239.955838 + Penalty 2725.580293 = -398514.375545
  nChanged 28
		SP:Iteration 26Q (12226.030000 sec): 3 clusters
  Score: Raw -401251.469382 + Penalty 2725.580293 = -398525.889089
  nChanged 22
		SP:Iteration 27Q (12226.240000 sec): 3 clusters
  Score: Raw -401259.322302 + Penalty 2725.580293 = -398533.742009
  nChanged 25
		SP:Iteration 28Q (12226.480000 sec): 3 clusters
  Score: Raw -401269.603002 + Penalty 2725.580293 = -398544.022709
  nChanged 23
		SP:Iteration 29Q (12226.700000 sec): 3 clusters
  Score: Raw -401278.146627 + Penalty 2725.580293 = -398552.566334
  nChanged 13
		SP:Iteration 30Q (12226.900000 sec): 3 clusters
  Score: Raw -401281.265581 + Penalty 2725.580293 = -398555.685288
  nChanged 12
		SP:Iteration 31Q (12227.100000 sec): 3 clusters
  Score: Raw -401284.521140 + Penalty 2725.580293 = -398558.940847
  nChanged 12
		SP:Iteration 32Q (12227.300000 sec): 3 clusters
  Score: Raw -401288.943724 + Penalty 2725.580293 = -398563.363431
  nChanged 20
		SP:Iteration 33Q (12227.480000 sec): 3 clusters
  Score: Raw -401295.209347 + Penalty 2725.580293 = -398569.629054
  nChanged 14
		SP:Iteration 34Q (12227.650000 sec): 3 clusters
  Score: Raw -401299.229955 + Penalty 2725.580293 = -398573.649662
  nChanged 14
		SP:Iteration 35Q (12227.860000 sec): 3 clusters
  Score: Raw -401303.022148 + Penalty 2725.580293 = -398577.441855
  nChanged 9
		SP:Iteration 36Q (12228.110000 sec): 3 clusters
  Score: Raw -401305.552630 + Penalty 2725.580293 = -398579.972337
  nChanged 7
		SP:Iteration 37Q (12228.280000 sec): 3 clusters
  Score: Raw -401308.192215 + Penalty 2725.580293 = -398582.611922
  nChanged 16
		SP:Iteration 38Q (12228.440000 sec): 3 clusters
  Score: Raw -401313.555424 + Penalty 2725.580293 = -398587.975131
  nChanged 14
		SP:Iteration 39Q (12228.670000 sec): 3 clusters
  Score: Raw -401318.447089 + Penalty 2725.580293 = -398592.866797
  nChanged 15
		SP:Iteration 40F (12228.880000 sec): 3 clusters
  Score: Raw -401324.079812 + Penalty 2725.580293 = -398598.499519
  nChanged 15
		SP:Iteration 41Q (12229.080000 sec): 3 clusters
  Score: Raw -401327.987112 + Penalty 2725.580293 = -398602.406819
  nChanged 10
		SP:Iteration 42Q (12229.270000 sec): 3 clusters
  Score: Raw -401329.900489 + Penalty 2725.580293 = -398604.320197
  nChanged 4
		SP:Iteration 43Q (12229.440000 sec): 3 clusters
  Score: Raw -401331.487547 + Penalty 2725.580293 = -398605.907254
  nChanged 4
		SP:Iteration 44Q (12229.660000 sec): 3 clusters
  Score: Raw -401332.734393 + Penalty 2725.580293 = -398607.154101
  nChanged 5
		SP:Iteration 45Q (12229.850000 sec): 3 clusters
  Score: Raw -401334.534027 + Penalty 2725.580293 = -398608.953734
  nChanged 2
		SP:Iteration 46Q (12230.030000 sec): 3 clusters
  Score: Raw -401334.860910 + Penalty 2725.580293 = -398609.280617
  nChanged 3
		SP:Iteration 47Q (12230.200000 sec): 3 clusters
  Score: Raw -401335.286042 + Penalty 2725.580293 = -398609.705749
  nChanged 0
		SP:Iteration 48F (12230.400000 sec): 3 clusters
  Score: Raw -401335.286042 + Penalty 2725.580293 = -398609.705749
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (3970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12230.530000 sec): 2 clusters
  Score: Raw -411194.602002 + Penalty 1346.559723 = -409848.042279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12230.710000 sec): 3 clusters
  Score: Raw -409220.363185 + Penalty 2693.119446 = -406527.243738
  nChanged 1526
		SP:Iteration 1F (12230.910000 sec): 3 clusters
  Score: Raw -410067.932651 + Penalty 2693.119446 = -407374.813204
  nChanged 310
		SP:Iteration 2F (12231.110000 sec): 3 clusters
  Score: Raw -410247.416919 + Penalty 2693.119446 = -407554.297472
  nChanged 195
		SP:Iteration 3Q (12231.310000 sec): 3 clusters
  Score: Raw -410352.273301 + Penalty 2693.119446 = -407659.153855
  nChanged 165
		SP:Iteration 4Q (12231.450000 sec): 3 clusters
  Score: Raw -410435.807858 + Penalty 2693.119446 = -407742.688411
  nChanged 121
		SP:Iteration 5Q (12231.680000 sec): 3 clusters
  Score: Raw -410504.165629 + Penalty 2693.119446 = -407811.046182
  nChanged 100
		SP:Iteration 6Q (12231.860000 sec): 3 clusters
  Score: Raw -410549.992118 + Penalty 2693.119446 = -407856.872672
  nChanged 84
		SP:Iteration 7Q (12232.070000 sec): 3 clusters
  Score: Raw -410587.669724 + Penalty 2693.119446 = -407894.550278
  nChanged 79
		SP:Iteration 8Q (12232.230000 sec): 3 clusters
  Score: Raw -410630.459671 + Penalty 2693.119446 = -407937.340225
  nChanged 77
		SP:Iteration 9Q (12232.400000 sec): 3 clusters
  Score: Raw -410669.877227 + Penalty 2693.119446 = -407976.757780
  nChanged 84
		SP:Iteration 10Q (12232.610000 sec): 3 clusters
  Score: Raw -410713.093462 + Penalty 2693.119446 = -408019.974016
  nChanged 77
		SP:Iteration 11Q (12232.770000 sec): 3 clusters
  Score: Raw -410747.109616 + Penalty 2693.119446 = -408053.990169
  nChanged 63
		SP:Iteration 12Q (12232.990000 sec): 3 clusters
  Score: Raw -410778.662394 + Penalty 2693.119446 = -408085.542947
  nChanged 65
		SP:Iteration 13Q (12233.210000 sec): 3 clusters
  Score: Raw -410814.419040 + Penalty 2693.119446 = -408121.299594
  nChanged 63
		SP:Iteration 14Q (12233.390000 sec): 3 clusters
  Score: Raw -410850.512326 + Penalty 2693.119446 = -408157.392879
  nChanged 66
		SP:Iteration 15Q (12233.570000 sec): 3 clusters
  Score: Raw -410889.271354 + Penalty 2693.119446 = -408196.151908
  nChanged 53
		SP:Iteration 16Q (12233.770000 sec): 3 clusters
  Score: Raw -410915.003665 + Penalty 2693.119446 = -408221.884218
  nChanged 44
		SP:Iteration 17Q (12233.940000 sec): 3 clusters
  Score: Raw -410937.437423 + Penalty 2693.119446 = -408244.317977
  nChanged 40
		SP:Iteration 18Q (12234.150000 sec): 3 clusters
  Score: Raw -410961.944755 + Penalty 2693.119446 = -408268.825309
  nChanged 47
		SP:Iteration 19Q (12234.310000 sec): 3 clusters
  Score: Raw -410982.002311 + Penalty 2693.119446 = -408288.882864
  nChanged 35
		SP:Iteration 20F (12234.460000 sec): 3 clusters
  Score: Raw -410994.682390 + Penalty 2693.119446 = -408301.562943
  nChanged 26
		SP:Iteration 21Q (12234.670000 sec): 3 clusters
  Score: Raw -411008.360083 + Penalty 2693.119446 = -408315.240637
  nChanged 31
		SP:Iteration 22Q (12234.870000 sec): 3 clusters
  Score: Raw -411022.658012 + Penalty 2693.119446 = -408329.538566
  nChanged 35
		SP:Iteration 23Q (12235.040000 sec): 3 clusters
  Score: Raw -411040.229128 + Penalty 2693.119446 = -408347.109681
  nChanged 45
		SP:Iteration 24Q (12235.290000 sec): 3 clusters
  Score: Raw -411064.494768 + Penalty 2693.119446 = -408371.375322
  nChanged 37
		SP:Iteration 25Q (12235.470000 sec): 3 clusters
  Score: Raw -411084.060033 + Penalty 2693.119446 = -408390.940586
  nChanged 37
		SP:Iteration 26Q (12235.660000 sec): 3 clusters
  Score: Raw -411099.491639 + Penalty 2693.119446 = -408406.372192
  nChanged 32
		SP:Iteration 27Q (12235.830000 sec): 3 clusters
  Score: Raw -411115.193154 + Penalty 2693.119446 = -408422.073708
  nChanged 31
		SP:Iteration 28Q (12236.000000 sec): 3 clusters
  Score: Raw -411134.707678 + Penalty 2693.119446 = -408441.588231
  nChanged 31
		SP:Iteration 29Q (12236.190000 sec): 3 clusters
  Score: Raw -411152.229790 + Penalty 2693.119446 = -408459.110343
  nChanged 23
		SP:Iteration 30Q (12236.370000 sec): 3 clusters
  Score: Raw -411161.840052 + Penalty 2693.119446 = -408468.720606
  nChanged 18
		SP:Iteration 31Q (12236.580000 sec): 3 clusters
  Score: Raw -411170.803244 + Penalty 2693.119446 = -408477.683798
  nChanged 15
		SP:Iteration 32Q (12236.740000 sec): 3 clusters
  Score: Raw -411180.244189 + Penalty 2693.119446 = -408487.124743
  nChanged 9
		SP:Iteration 33Q (12236.920000 sec): 3 clusters
  Score: Raw -411186.892726 + Penalty 2693.119446 = -408493.773280
  nChanged 20
		SP:Iteration 34Q (12237.100000 sec): 3 clusters
  Score: Raw -411197.636709 + Penalty 2693.119446 = -408504.517262
  nChanged 16
		SP:Iteration 35Q (12237.300000 sec): 3 clusters
  Score: Raw -411203.645356 + Penalty 2693.119446 = -408510.525909
  nChanged 8
		SP:Iteration 36Q (12237.500000 sec): 3 clusters
  Score: Raw -411205.589942 + Penalty 2693.119446 = -408512.470496
  nChanged 4
		SP:Iteration 37Q (12237.680000 sec): 3 clusters
  Score: Raw -411208.137210 + Penalty 2693.119446 = -408515.017764
  nChanged 7
		SP:Iteration 38Q (12237.880000 sec): 3 clusters
  Score: Raw -411211.161403 + Penalty 2693.119446 = -408518.041956
  nChanged 10
		SP:Iteration 39Q (12238.070000 sec): 3 clusters
  Score: Raw -411217.365304 + Penalty 2693.119446 = -408524.245858
  nChanged 10
		SP:Iteration 40F (12238.270000 sec): 3 clusters
  Score: Raw -411222.905412 + Penalty 2693.119446 = -408529.785966
  nChanged 7
		SP:Iteration 41Q (12238.450000 sec): 3 clusters
  Score: Raw -411225.724422 + Penalty 2693.119446 = -408532.604976
  nChanged 6
		SP:Iteration 42Q (12238.630000 sec): 3 clusters
  Score: Raw -411228.359980 + Penalty 2693.119446 = -408535.240533
  nChanged 8
		SP:Iteration 43Q (12238.820000 sec): 3 clusters
  Score: Raw -411231.548893 + Penalty 2693.119446 = -408538.429447
  nChanged 7
		SP:Iteration 44Q (12239.010000 sec): 3 clusters
  Score: Raw -411234.359147 + Penalty 2693.119446 = -408541.239700
  nChanged 4
		SP:Iteration 45Q (12239.200000 sec): 3 clusters
  Score: Raw -411236.526510 + Penalty 2693.119446 = -408543.407063
  nChanged 11
		SP:Iteration 46Q (12239.400000 sec): 3 clusters
  Score: Raw -411240.308937 + Penalty 2693.119446 = -408547.189490
  nChanged 7
		SP:Iteration 47Q (12239.580000 sec): 3 clusters
  Score: Raw -411242.398868 + Penalty 2693.119446 = -408549.279421
  nChanged 5
		SP:Iteration 48Q (12239.770000 sec): 3 clusters
  Score: Raw -411244.941379 + Penalty 2693.119446 = -408551.821932
  nChanged 6
		SP:Iteration 49Q (12239.960000 sec): 3 clusters
  Score: Raw -411247.885142 + Penalty 2693.119446 = -408554.765696
  nChanged 4
		SP:Iteration 50Q (12240.170000 sec): 3 clusters
  Score: Raw -411250.509131 + Penalty 2693.119446 = -408557.389685
  nChanged 4
		SP:Iteration 51Q (12240.350000 sec): 3 clusters
  Score: Raw -411252.108405 + Penalty 2693.119446 = -408558.988958
  nChanged 2
		SP:Iteration 52Q (12240.530000 sec): 3 clusters
  Score: Raw -411253.215512 + Penalty 2693.119446 = -408560.096066
  nChanged 4
		SP:Iteration 53Q (12240.710000 sec): 3 clusters
  Score: Raw -411255.721451 + Penalty 2693.119446 = -408562.602004
  nChanged 3
		SP:Iteration 54Q (12240.930000 sec): 3 clusters
  Score: Raw -411257.688206 + Penalty 2693.119446 = -408564.568759
  nChanged 6
		SP:Iteration 55Q (12241.110000 sec): 3 clusters
  Score: Raw -411260.150416 + Penalty 2693.119446 = -408567.030969
  nChanged 4
		SP:Iteration 56Q (12241.300000 sec): 3 clusters
  Score: Raw -411262.064252 + Penalty 2693.119446 = -408568.944806
  nChanged 5
		SP:Iteration 57Q (12241.460000 sec): 3 clusters
  Score: Raw -411264.911652 + Penalty 2693.119446 = -408571.792205
  nChanged 4
		SP:Iteration 58Q (12241.670000 sec): 3 clusters
  Score: Raw -411267.429798 + Penalty 2693.119446 = -408574.310352
  nChanged 4
		SP:Iteration 59Q (12241.870000 sec): 3 clusters
  Score: Raw -411270.643625 + Penalty 2693.119446 = -408577.524178
  nChanged 3
		SP:Iteration 60F (12242.070000 sec): 3 clusters
  Score: Raw -411271.694161 + Penalty 2693.119446 = -408578.574715
  nChanged 3
		SP:Iteration 61Q (12242.250000 sec): 3 clusters
  Score: Raw -411273.075610 + Penalty 2693.119446 = -408579.956163
  nChanged 3
		SP:Iteration 62Q (12242.490000 sec): 3 clusters
  Score: Raw -411274.838359 + Penalty 2693.119446 = -408581.718913
  nChanged 3
		SP:Iteration 63Q (12242.650000 sec): 3 clusters
  Score: Raw -411275.858607 + Penalty 2693.119446 = -408582.739161
  nChanged 2
		SP:Iteration 64Q (12242.830000 sec): 3 clusters
  Score: Raw -411276.370170 + Penalty 2693.119446 = -408583.250723
  nChanged 0
		SP:Iteration 65F (12243.010000 sec): 3 clusters
  Score: Raw -411276.370170 + Penalty 2693.119446 = -408583.250723
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (3960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12243.150000 sec): 2 clusters
  Score: Raw -372901.597975 + Penalty 1346.149887 = -371555.448088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12243.340000 sec): 3 clusters
  Score: Raw -371012.274223 + Penalty 2692.299774 = -368319.974449
  nChanged 1557
		SP:Iteration 1F (12243.510000 sec): 3 clusters
  Score: Raw -371995.931888 + Penalty 2692.299774 = -369303.632114
  nChanged 347
		SP:Iteration 2F (12243.730000 sec): 3 clusters
  Score: Raw -372226.273232 + Penalty 2692.299774 = -369533.973458
  nChanged 232
		SP:Iteration 3F (12243.950000 sec): 3 clusters
  Score: Raw -372390.237017 + Penalty 2692.299774 = -369697.937243
  nChanged 206
		SP:Iteration 4F (12244.110000 sec): 3 clusters
  Score: Raw -372520.032419 + Penalty 2692.299774 = -369827.732645
  nChanged 168
		SP:Iteration 5Q (12244.290000 sec): 3 clusters
  Score: Raw -372622.143131 + Penalty 2692.299774 = -369929.843357
  nChanged 157
		SP:Iteration 6Q (12244.530000 sec): 3 clusters
  Score: Raw -372739.409820 + Penalty 2692.299774 = -370047.110046
  nChanged 166
		SP:Iteration 7Q (12244.730000 sec): 3 clusters
  Score: Raw -372847.527989 + Penalty 2692.299774 = -370155.228215
  nChanged 139
		SP:Iteration 8Q (12244.900000 sec): 3 clusters
  Score: Raw -372937.622111 + Penalty 2692.299774 = -370245.322337
  nChanged 132
		SP:Iteration 9Q (12245.100000 sec): 3 clusters
  Score: Raw -373020.644706 + Penalty 2692.299774 = -370328.344932
  nChanged 135
		SP:Iteration 10Q (12245.310000 sec): 3 clusters
  Score: Raw -373126.526238 + Penalty 2692.299774 = -370434.226464
  nChanged 130
		SP:Iteration 11Q (12245.530000 sec): 3 clusters
  Score: Raw -373225.498840 + Penalty 2692.299774 = -370533.199066
  nChanged 109
		SP:Iteration 12Q (12245.750000 sec): 3 clusters
  Score: Raw -373313.794813 + Penalty 2692.299774 = -370621.495039
  nChanged 106
		SP:Iteration 13Q (12245.930000 sec): 3 clusters
  Score: Raw -373384.378785 + Penalty 2692.299774 = -370692.079011
  nChanged 81
		SP:Iteration 14Q (12246.110000 sec): 3 clusters
  Score: Raw -373431.041464 + Penalty 2692.299774 = -370738.741690
  nChanged 69
		SP:Iteration 15Q (12246.280000 sec): 3 clusters
  Score: Raw -373465.386710 + Penalty 2692.299774 = -370773.086936
  nChanged 53
		SP:Iteration 16Q (12246.510000 sec): 3 clusters
  Score: Raw -373488.682253 + Penalty 2692.299774 = -370796.382479
  nChanged 48
		SP:Iteration 17Q (12246.700000 sec): 3 clusters
  Score: Raw -373511.485820 + Penalty 2692.299774 = -370819.186046
  nChanged 38
		SP:Iteration 18Q (12246.900000 sec): 3 clusters
  Score: Raw -373526.742316 + Penalty 2692.299774 = -370834.442542
  nChanged 23
		SP:Iteration 19Q (12247.110000 sec): 3 clusters
  Score: Raw -373537.269561 + Penalty 2692.299774 = -370844.969788
  nChanged 15
		SP:Iteration 20F (12247.300000 sec): 3 clusters
  Score: Raw -373544.069826 + Penalty 2692.299774 = -370851.770052
  nChanged 18
		SP:Iteration 21Q (12247.490000 sec): 3 clusters
  Score: Raw -373550.775668 + Penalty 2692.299774 = -370858.475894
  nChanged 12
		SP:Iteration 22Q (12247.660000 sec): 3 clusters
  Score: Raw -373555.119496 + Penalty 2692.299774 = -370862.819722
  nChanged 14
		SP:Iteration 23Q (12247.870000 sec): 3 clusters
  Score: Raw -373559.028041 + Penalty 2692.299774 = -370866.728267
  nChanged 6
		SP:Iteration 24Q (12248.050000 sec): 3 clusters
  Score: Raw -373560.724451 + Penalty 2692.299774 = -370868.424677
  nChanged 3
		SP:Iteration 25Q (12248.280000 sec): 3 clusters
  Score: Raw -373561.663718 + Penalty 2692.299774 = -370869.363945
  nChanged 3
		SP:Iteration 26Q (12248.470000 sec): 3 clusters
  Score: Raw -373563.116578 + Penalty 2692.299774 = -370870.816804
  nChanged 1
		SP:Iteration 27Q (12248.670000 sec): 3 clusters
  Score: Raw -373563.186187 + Penalty 2692.299774 = -370870.886413
  nChanged 0
		SP:Iteration 28F (12248.860000 sec): 3 clusters
  Score: Raw -373563.186187 + Penalty 2692.299774 = -370870.886413
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (19097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12249.010000 sec): 2 clusters
  Score: Raw -1922168.835388 + Penalty 1601.809062 = -1920567.026326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12249.330000 sec): 3 clusters
  Score: Raw -1910670.432154 + Penalty 3203.618123 = -1907466.814031
  nChanged 8650
		SP:Iteration 1F (12249.630000 sec): 3 clusters
  Score: Raw -1915404.728794 + Penalty 3203.618123 = -1912201.110670
  nChanged 938
		SP:Iteration 2Q (12249.890000 sec): 3 clusters
  Score: Raw -1915755.623442 + Penalty 3203.618123 = -1912552.005318
  nChanged 913
		SP:Iteration 3Q (12250.190000 sec): 3 clusters
  Score: Raw -1916073.579194 + Penalty 3203.618123 = -1912869.961070
  nChanged 823
		SP:Iteration 4Q (12250.490000 sec): 3 clusters
  Score: Raw -1916344.218892 + Penalty 3203.618123 = -1913140.600768
  nChanged 748
		SP:Iteration 5Q (12250.750000 sec): 3 clusters
  Score: Raw -1916590.046673 + Penalty 3203.618123 = -1913386.428550
  nChanged 715
		SP:Iteration 6Q (12251.060000 sec): 3 clusters
  Score: Raw -1916841.770403 + Penalty 3203.618123 = -1913638.152279
  nChanged 684
		SP:Iteration 7Q (12251.310000 sec): 3 clusters
  Score: Raw -1917072.558129 + Penalty 3203.618123 = -1913868.940006
  nChanged 661
		SP:Iteration 8Q (12251.610000 sec): 3 clusters
  Score: Raw -1917300.426083 + Penalty 3203.618123 = -1914096.807960
  nChanged 705
		SP:Iteration 9Q (12251.890000 sec): 3 clusters
  Score: Raw -1917547.154318 + Penalty 3203.618123 = -1914343.536195
  nChanged 646
		SP:Iteration 10Q (12252.220000 sec): 3 clusters
  Score: Raw -1917779.736249 + Penalty 3203.618123 = -1914576.118125
  nChanged 631
		SP:Iteration 11Q (12252.510000 sec): 3 clusters
  Score: Raw -1917998.951287 + Penalty 3203.618123 = -1914795.333164
  nChanged 597
		SP:Iteration 12Q (12252.870000 sec): 3 clusters
  Score: Raw -1918200.599141 + Penalty 3203.618123 = -1914996.981018
  nChanged 556
		SP:Iteration 13Q (12253.180000 sec): 3 clusters
  Score: Raw -1918383.254012 + Penalty 3203.618123 = -1915179.635889
  nChanged 506
		SP:Iteration 14Q (12253.440000 sec): 3 clusters
  Score: Raw -1918564.657544 + Penalty 3203.618123 = -1915361.039421
  nChanged 521
		SP:Iteration 15Q (12253.670000 sec): 3 clusters
  Score: Raw -1918767.185303 + Penalty 3203.618123 = -1915563.567180
  nChanged 509
		SP:Iteration 16Q (12253.960000 sec): 3 clusters
  Score: Raw -1918994.367958 + Penalty 3203.618123 = -1915790.749834
  nChanged 526
		SP:Iteration 17Q (12254.200000 sec): 3 clusters
  Score: Raw -1919286.799089 + Penalty 3203.618123 = -1916083.180966
  nChanged 553
		SP:Iteration 18Q (12254.480000 sec): 3 clusters
  Score: Raw -1919664.707684 + Penalty 3203.618123 = -1916461.089560
  nChanged 592
		SP:Iteration 19Q (12254.820000 sec): 3 clusters
  Score: Raw -1920052.400102 + Penalty 3203.618123 = -1916848.781979
  nChanged 534
		SP:Iteration 20F (12255.080000 sec): 3 clusters
  Score: Raw -1920389.011886 + Penalty 3203.618123 = -1917185.393762
  nChanged 435
		SP:Iteration 21Q (12255.370000 sec): 3 clusters
  Score: Raw -1920598.590536 + Penalty 3203.618123 = -1917394.972412
  nChanged 326
		SP:Iteration 22Q (12255.650000 sec): 3 clusters
  Score: Raw -1920737.981796 + Penalty 3203.618123 = -1917534.363672
  nChanged 275
		SP:Iteration 23Q (12255.920000 sec): 3 clusters
  Score: Raw -1920850.862000 + Penalty 3203.618123 = -1917647.243877
  nChanged 246
		SP:Iteration 24Q (12256.180000 sec): 3 clusters
  Score: Raw -1920933.806734 + Penalty 3203.618123 = -1917730.188610
  nChanged 219
		SP:Iteration 25Q (12256.470000 sec): 3 clusters
  Score: Raw -1921008.774797 + Penalty 3203.618123 = -1917805.156674
  nChanged 211
		SP:Iteration 26Q (12256.740000 sec): 3 clusters
  Score: Raw -1921080.842146 + Penalty 3203.618123 = -1917877.224022
  nChanged 213
		SP:Iteration 27Q (12256.980000 sec): 3 clusters
  Score: Raw -1921151.944325 + Penalty 3203.618123 = -1917948.326201
  nChanged 204
		SP:Iteration 28Q (12257.260000 sec): 3 clusters
  Score: Raw -1921221.998147 + Penalty 3203.618123 = -1918018.380024
  nChanged 189
		SP:Iteration 29Q (12257.590000 sec): 3 clusters
  Score: Raw -1921281.602474 + Penalty 3203.618123 = -1918077.984351
  nChanged 173
		SP:Iteration 30Q (12257.870000 sec): 3 clusters
  Score: Raw -1921341.358012 + Penalty 3203.618123 = -1918137.739888
  nChanged 198
		SP:Iteration 31Q (12258.140000 sec): 3 clusters
  Score: Raw -1921422.572895 + Penalty 3203.618123 = -1918218.954771
  nChanged 205
		SP:Iteration 32Q (12258.400000 sec): 3 clusters
  Score: Raw -1921506.492253 + Penalty 3203.618123 = -1918302.874129
  nChanged 182
		SP:Iteration 33Q (12258.650000 sec): 3 clusters
  Score: Raw -1921588.133812 + Penalty 3203.618123 = -1918384.515689
  nChanged 195
		SP:Iteration 34Q (12258.900000 sec): 3 clusters
  Score: Raw -1921679.588660 + Penalty 3203.618123 = -1918475.970536
  nChanged 203
		SP:Iteration 35Q (12259.200000 sec): 3 clusters
  Score: Raw -1921779.718970 + Penalty 3203.618123 = -1918576.100847
  nChanged 188
		SP:Iteration 36Q (12259.460000 sec): 3 clusters
  Score: Raw -1921882.356733 + Penalty 3203.618123 = -1918678.738609
  nChanged 170
		SP:Iteration 37Q (12259.700000 sec): 3 clusters
  Score: Raw -1921988.740446 + Penalty 3203.618123 = -1918785.122322
  nChanged 154
		SP:Iteration 38Q (12259.960000 sec): 3 clusters
  Score: Raw -1922097.063571 + Penalty 3203.618123 = -1918893.445447
  nChanged 141
		SP:Iteration 39Q (12260.230000 sec): 3 clusters
  Score: Raw -1922192.986473 + Penalty 3203.618123 = -1918989.368350
  nChanged 134
		SP:Iteration 40F (12260.460000 sec): 3 clusters
  Score: Raw -1922288.663289 + Penalty 3203.618123 = -1919085.045166
  nChanged 110
		SP:Iteration 41Q (12260.720000 sec): 3 clusters
  Score: Raw -1922369.667990 + Penalty 3203.618123 = -1919166.049867
  nChanged 96
		SP:Iteration 42Q (12260.940000 sec): 3 clusters
  Score: Raw -1922425.984772 + Penalty 3203.618123 = -1919222.366649
  nChanged 84
		SP:Iteration 43Q (12261.200000 sec): 3 clusters
  Score: Raw -1922479.529032 + Penalty 3203.618123 = -1919275.910908
  nChanged 70
		SP:Iteration 44Q (12261.420000 sec): 3 clusters
  Score: Raw -1922522.445339 + Penalty 3203.618123 = -1919318.827215
  nChanged 68
		SP:Iteration 45Q (12261.690000 sec): 3 clusters
  Score: Raw -1922563.282983 + Penalty 3203.618123 = -1919359.664860
  nChanged 56
		SP:Iteration 46Q (12261.930000 sec): 3 clusters
  Score: Raw -1922596.267554 + Penalty 3203.618123 = -1919392.649431
  nChanged 46
		SP:Iteration 47Q (12262.170000 sec): 3 clusters
  Score: Raw -1922628.254838 + Penalty 3203.618123 = -1919424.636715
  nChanged 42
		SP:Iteration 48Q (12262.480000 sec): 3 clusters
  Score: Raw -1922662.515239 + Penalty 3203.618123 = -1919458.897115
  nChanged 39
		SP:Iteration 49Q (12262.740000 sec): 3 clusters
  Score: Raw -1922689.891454 + Penalty 3203.618123 = -1919486.273331
  nChanged 35
		SP:Iteration 50Q (12262.960000 sec): 3 clusters
  Score: Raw -1922724.167809 + Penalty 3203.618123 = -1919520.549685
  nChanged 48
		SP:Iteration 51Q (12263.270000 sec): 3 clusters
  Score: Raw -1922761.748592 + Penalty 3203.618123 = -1919558.130468
  nChanged 50
		SP:Iteration 52Q (12263.540000 sec): 3 clusters
  Score: Raw -1922799.297839 + Penalty 3203.618123 = -1919595.679716
  nChanged 37
		SP:Iteration 53Q (12263.760000 sec): 3 clusters
  Score: Raw -1922826.078985 + Penalty 3203.618123 = -1919622.460861
  nChanged 39
		SP:Iteration 54Q (12264.020000 sec): 3 clusters
  Score: Raw -1922855.275692 + Penalty 3203.618123 = -1919651.657568
  nChanged 34
		SP:Iteration 55Q (12264.230000 sec): 3 clusters
  Score: Raw -1922880.087492 + Penalty 3203.618123 = -1919676.469368
  nChanged 34
		SP:Iteration 56Q (12264.450000 sec): 3 clusters
  Score: Raw -1922904.657858 + Penalty 3203.618123 = -1919701.039735
  nChanged 33
		SP:Iteration 57Q (12264.740000 sec): 3 clusters
  Score: Raw -1922930.369667 + Penalty 3203.618123 = -1919726.751543
  nChanged 27
		SP:Iteration 58Q (12264.970000 sec): 3 clusters
  Score: Raw -1922947.544810 + Penalty 3203.618123 = -1919743.926686
  nChanged 30
		SP:Iteration 59Q (12265.240000 sec): 3 clusters
  Score: Raw -1922968.061935 + Penalty 3203.618123 = -1919764.443811
  nChanged 24
		SP:Iteration 60F (12265.510000 sec): 3 clusters
  Score: Raw -1922982.615115 + Penalty 3203.618123 = -1919778.996992
  nChanged 15
		SP:Iteration 61Q (12265.720000 sec): 3 clusters
  Score: Raw -1922989.204244 + Penalty 3203.618123 = -1919785.586120
  nChanged 6
		SP:Iteration 62Q (12265.990000 sec): 3 clusters
  Score: Raw -1922991.605097 + Penalty 3203.618123 = -1919787.986973
  nChanged 5
		SP:Iteration 63Q (12266.230000 sec): 3 clusters
  Score: Raw -1922993.571003 + Penalty 3203.618123 = -1919789.952880
  nChanged 2
		SP:Iteration 64Q (12266.460000 sec): 3 clusters
  Score: Raw -1922994.101964 + Penalty 3203.618123 = -1919790.483841
  nChanged 1
		SP:Iteration 65Q (12266.740000 sec): 3 clusters
  Score: Raw -1922994.510519 + Penalty 3203.618123 = -1919790.892395
  nChanged 1
		SP:Iteration 66Q (12267.010000 sec): 3 clusters
  Score: Raw -1922994.964395 + Penalty 3203.618123 = -1919791.346272
  nChanged 2
		SP:Iteration 67Q (12267.220000 sec): 3 clusters
  Score: Raw -1922995.434897 + Penalty 3203.618123 = -1919791.816774
  nChanged 2
		SP:Iteration 68Q (12267.460000 sec): 3 clusters
  Score: Raw -1922996.246525 + Penalty 3203.618123 = -1919792.628402
  nChanged 2
		SP:Iteration 69Q (12267.740000 sec): 3 clusters
  Score: Raw -1922997.118750 + Penalty 3203.618123 = -1919793.500626
  nChanged 3
		SP:Iteration 70Q (12268.020000 sec): 3 clusters
  Score: Raw -1922998.902732 + Penalty 3203.618123 = -1919795.284609
  nChanged 6
		SP:Iteration 71Q (12268.270000 sec): 3 clusters
  Score: Raw -1923002.846247 + Penalty 3203.618123 = -1919799.228123
  nChanged 9
		SP:Iteration 72Q (12268.500000 sec): 3 clusters
  Score: Raw -1923007.191679 + Penalty 3203.618123 = -1919803.573556
  nChanged 5
		SP:Iteration 73Q (12268.740000 sec): 3 clusters
  Score: Raw -1923009.046851 + Penalty 3203.618123 = -1919805.428728
  nChanged 2
		SP:Iteration 74Q (12268.970000 sec): 3 clusters
  Score: Raw -1923009.590617 + Penalty 3203.618123 = -1919805.972493
  nChanged 1
		SP:Iteration 75Q (12269.260000 sec): 3 clusters
  Score: Raw -1923010.053099 + Penalty 3203.618123 = -1919806.434976
  nChanged 2
		SP:Iteration 76Q (12269.480000 sec): 3 clusters
  Score: Raw -1923010.453624 + Penalty 3203.618123 = -1919806.835500
  nChanged 2
		SP:Iteration 77Q (12269.770000 sec): 3 clusters
  Score: Raw -1923010.786768 + Penalty 3203.618123 = -1919807.168644
  nChanged 2
		SP:Iteration 78Q (12270.040000 sec): 3 clusters
  Score: Raw -1923011.376950 + Penalty 3203.618123 = -1919807.758827
  nChanged 0
		SP:Iteration 79F (12270.320000 sec): 3 clusters
  Score: Raw -1923011.376950 + Penalty 3203.618123 = -1919807.758827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12270.410000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12270.630000 sec): 3 clusters
  Score: Raw -53969.548770 + Penalty 2038.685027 = -51930.863743
  nChanged 118
		SP:Iteration 1F (12270.810000 sec): 3 clusters
  Score: Raw -54115.688096 + Penalty 2038.685027 = -52077.003069
  nChanged 35
		SP:Iteration 2F (12270.970000 sec): 3 clusters
  Score: Raw -54183.453030 + Penalty 2038.685027 = -52144.768003
  nChanged 13
		SP:Iteration 3Q (12271.160000 sec): 3 clusters
  Score: Raw -54200.231620 + Penalty 2038.685027 = -52161.546593
  nChanged 10
		SP:Iteration 4Q (12271.320000 sec): 3 clusters
  Score: Raw -54228.880621 + Penalty 2038.685027 = -52190.195594
  nChanged 6
		SP:Iteration 5Q (12271.480000 sec): 3 clusters
  Score: Raw -54240.160316 + Penalty 2038.685027 = -52201.475288
  nChanged 2
		SP:Iteration 6Q (12271.640000 sec): 3 clusters
  Score: Raw -54242.401094 + Penalty 2038.685027 = -52203.716067
  nChanged 2
		SP:Iteration 7Q (12271.820000 sec): 3 clusters
  Score: Raw -54245.948799 + Penalty 2038.685027 = -52207.263772
  nChanged 3
		SP:Iteration 8Q (12272.030000 sec): 3 clusters
  Score: Raw -54250.220552 + Penalty 2038.685027 = -52211.535525
  nChanged 2
		SP:Iteration 9Q (12272.210000 sec): 3 clusters
  Score: Raw -54255.021905 + Penalty 2038.685027 = -52216.336878
  nChanged 4
		SP:Iteration 10Q (12272.360000 sec): 3 clusters
  Score: Raw -54260.762987 + Penalty 2038.685027 = -52222.077960
  nChanged 3
		SP:Iteration 11Q (12272.490000 sec): 3 clusters
  Score: Raw -54267.561018 + Penalty 2038.685027 = -52228.875991
  nChanged 4
		SP:Iteration 12Q (12272.710000 sec): 3 clusters
  Score: Raw -54278.594350 + Penalty 2038.685027 = -52239.909323
  nChanged 3
		SP:Iteration 13Q (12272.870000 sec): 3 clusters
  Score: Raw -54280.932517 + Penalty 2038.685027 = -52242.247490
  nChanged 0
		SP:Iteration 14F (12273.050000 sec): 3 clusters
  Score: Raw -54280.932517 + Penalty 2038.685027 = -52242.247490
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12273.170000 sec): 2 clusters
  Score: Raw -232814.053052 + Penalty 1256.794712 = -231557.258340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12273.370000 sec): 3 clusters
  Score: Raw -231819.403099 + Penalty 2513.589424 = -229305.813675
  nChanged 799
		SP:Iteration 1F (12273.510000 sec): 3 clusters
  Score: Raw -232356.825366 + Penalty 2513.589424 = -229843.235943
  nChanged 172
		SP:Iteration 2F (12273.680000 sec): 3 clusters
  Score: Raw -232478.143721 + Penalty 2513.589424 = -229964.554297
  nChanged 122
		SP:Iteration 3F (12273.880000 sec): 3 clusters
  Score: Raw -232575.150614 + Penalty 2513.589424 = -230061.561190
  nChanged 99
		SP:Iteration 4Q (12274.080000 sec): 3 clusters
  Score: Raw -232651.732656 + Penalty 2513.589424 = -230138.143232
  nChanged 70
		SP:Iteration 5Q (12274.230000 sec): 3 clusters
  Score: Raw -232696.004910 + Penalty 2513.589424 = -230182.415486
  nChanged 60
		SP:Iteration 6Q (12274.420000 sec): 3 clusters
  Score: Raw -232730.940524 + Penalty 2513.589424 = -230217.351101
  nChanged 37
		SP:Iteration 7Q (12274.590000 sec): 3 clusters
  Score: Raw -232753.559167 + Penalty 2513.589424 = -230239.969743
  nChanged 40
		SP:Iteration 8Q (12274.750000 sec): 3 clusters
  Score: Raw -232778.599611 + Penalty 2513.589424 = -230265.010187
  nChanged 46
		SP:Iteration 9Q (12274.980000 sec): 3 clusters
  Score: Raw -232809.509322 + Penalty 2513.589424 = -230295.919898
  nChanged 31
		SP:Iteration 10Q (12275.130000 sec): 3 clusters
  Score: Raw -232826.305809 + Penalty 2513.589424 = -230312.716385
  nChanged 18
		SP:Iteration 11Q (12275.300000 sec): 3 clusters
  Score: Raw -232837.805626 + Penalty 2513.589424 = -230324.216202
  nChanged 22
		SP:Iteration 12Q (12275.450000 sec): 3 clusters
  Score: Raw -232851.528765 + Penalty 2513.589424 = -230337.939341
  nChanged 16
		SP:Iteration 13Q (12275.630000 sec): 3 clusters
  Score: Raw -232861.514592 + Penalty 2513.589424 = -230347.925169
  nChanged 15
		SP:Iteration 14Q (12275.780000 sec): 3 clusters
  Score: Raw -232872.941935 + Penalty 2513.589424 = -230359.352511
  nChanged 17
		SP:Iteration 15Q (12275.980000 sec): 3 clusters
  Score: Raw -232882.291541 + Penalty 2513.589424 = -230368.702118
  nChanged 9
		SP:Iteration 16Q (12276.190000 sec): 3 clusters
  Score: Raw -232887.206311 + Penalty 2513.589424 = -230373.616887
  nChanged 10
		SP:Iteration 17Q (12276.330000 sec): 3 clusters
  Score: Raw -232893.865336 + Penalty 2513.589424 = -230380.275913
  nChanged 12
		SP:Iteration 18Q (12276.510000 sec): 3 clusters
  Score: Raw -232901.835529 + Penalty 2513.589424 = -230388.246105
  nChanged 12
		SP:Iteration 19Q (12276.700000 sec): 3 clusters
  Score: Raw -232909.387904 + Penalty 2513.589424 = -230395.798480
  nChanged 12
		SP:Iteration 20F (12276.850000 sec): 3 clusters
  Score: Raw -232915.557910 + Penalty 2513.589424 = -230401.968487
  nChanged 6
		SP:Iteration 21Q (12276.990000 sec): 3 clusters
  Score: Raw -232919.257228 + Penalty 2513.589424 = -230405.667804
  nChanged 6
		SP:Iteration 22Q (12277.140000 sec): 3 clusters
  Score: Raw -232924.277643 + Penalty 2513.589424 = -230410.688219
  nChanged 10
		SP:Iteration 23Q (12277.290000 sec): 3 clusters
  Score: Raw -232932.568564 + Penalty 2513.589424 = -230418.979141
  nChanged 11
		SP:Iteration 24Q (12277.490000 sec): 3 clusters
  Score: Raw -232939.903194 + Penalty 2513.589424 = -230426.313771
  nChanged 3
		SP:Iteration 25Q (12277.650000 sec): 3 clusters
  Score: Raw -232941.363385 + Penalty 2513.589424 = -230427.773962
  nChanged 4
		SP:Iteration 26Q (12277.850000 sec): 3 clusters
  Score: Raw -232943.563350 + Penalty 2513.589424 = -230429.973926
  nChanged 1
		SP:Iteration 27Q (12278.030000 sec): 3 clusters
  Score: Raw -232944.262942 + Penalty 2513.589424 = -230430.673518
  nChanged 0
		SP:Iteration 28F (12278.190000 sec): 3 clusters
  Score: Raw -232944.262942 + Penalty 2513.589424 = -230430.673518
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12278.300000 sec): 2 clusters
  Score: Raw -202369.879962 + Penalty 1235.227879 = -201134.652083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12278.470000 sec): 3 clusters
  Score: Raw -201542.898632 + Penalty 2470.455759 = -199072.442873
  nChanged 664
		SP:Iteration 1F (12278.640000 sec): 3 clusters
  Score: Raw -201969.493161 + Penalty 2470.455759 = -199499.037402
  nChanged 166
		SP:Iteration 2F (12278.810000 sec): 3 clusters
  Score: Raw -202106.390291 + Penalty 2470.455759 = -199635.934532
  nChanged 106
		SP:Iteration 3F (12279.030000 sec): 3 clusters
  Score: Raw -202200.702264 + Penalty 2470.455759 = -199730.246505
  nChanged 77
		SP:Iteration 4Q (12279.200000 sec): 3 clusters
  Score: Raw -202274.853912 + Penalty 2470.455759 = -199804.398153
  nChanged 70
		SP:Iteration 5Q (12279.340000 sec): 3 clusters
  Score: Raw -202340.074929 + Penalty 2470.455759 = -199869.619170
  nChanged 72
		SP:Iteration 6Q (12279.480000 sec): 3 clusters
  Score: Raw -202404.718767 + Penalty 2470.455759 = -199934.263009
  nChanged 65
		SP:Iteration 7Q (12279.620000 sec): 3 clusters
  Score: Raw -202459.412512 + Penalty 2470.455759 = -199988.956754
  nChanged 67
		SP:Iteration 8Q (12279.760000 sec): 3 clusters
  Score: Raw -202517.823891 + Penalty 2470.455759 = -200047.368132
  nChanged 54
		SP:Iteration 9Q (12279.950000 sec): 3 clusters
  Score: Raw -202569.263900 + Penalty 2470.455759 = -200098.808142
  nChanged 44
		SP:Iteration 10Q (12280.090000 sec): 3 clusters
  Score: Raw -202606.672442 + Penalty 2470.455759 = -200136.216683
  nChanged 38
		SP:Iteration 11Q (12280.240000 sec): 3 clusters
  Score: Raw -202631.718861 + Penalty 2470.455759 = -200161.263102
  nChanged 30
		SP:Iteration 12Q (12280.380000 sec): 3 clusters
  Score: Raw -202657.132524 + Penalty 2470.455759 = -200186.676765
  nChanged 26
		SP:Iteration 13Q (12280.520000 sec): 3 clusters
  Score: Raw -202685.774027 + Penalty 2470.455759 = -200215.318268
  nChanged 24
		SP:Iteration 14Q (12280.660000 sec): 3 clusters
  Score: Raw -202710.033733 + Penalty 2470.455759 = -200239.577974
  nChanged 33
		SP:Iteration 15Q (12280.800000 sec): 3 clusters
  Score: Raw -202750.182541 + Penalty 2470.455759 = -200279.726783
  nChanged 35
		SP:Iteration 16Q (12280.990000 sec): 3 clusters
  Score: Raw -202796.217103 + Penalty 2470.455759 = -200325.761344
  nChanged 32
		SP:Iteration 17Q (12281.130000 sec): 3 clusters
  Score: Raw -202823.734439 + Penalty 2470.455759 = -200353.278680
  nChanged 25
		SP:Iteration 18Q (12281.270000 sec): 3 clusters
  Score: Raw -202846.728956 + Penalty 2470.455759 = -200376.273197
  nChanged 19
		SP:Iteration 19Q (12281.410000 sec): 3 clusters
  Score: Raw -202862.708471 + Penalty 2470.455759 = -200392.252712
  nChanged 21
		SP:Iteration 20F (12281.600000 sec): 3 clusters
  Score: Raw -202875.531979 + Penalty 2470.455759 = -200405.076221
  nChanged 18
		SP:Iteration 21Q (12281.740000 sec): 3 clusters
  Score: Raw -202891.005790 + Penalty 2470.455759 = -200420.550031
  nChanged 14
		SP:Iteration 22Q (12281.880000 sec): 3 clusters
  Score: Raw -202901.071934 + Penalty 2470.455759 = -200430.616175
  nChanged 6
		SP:Iteration 23Q (12282.070000 sec): 3 clusters
  Score: Raw -202905.003290 + Penalty 2470.455759 = -200434.547531
  nChanged 5
		SP:Iteration 24Q (12282.260000 sec): 3 clusters
  Score: Raw -202907.501792 + Penalty 2470.455759 = -200437.046033
  nChanged 6
		SP:Iteration 25Q (12282.450000 sec): 3 clusters
  Score: Raw -202910.177220 + Penalty 2470.455759 = -200439.721461
  nChanged 4
		SP:Iteration 26Q (12282.570000 sec): 3 clusters
  Score: Raw -202911.541928 + Penalty 2470.455759 = -200441.086169
  nChanged 1
		SP:Iteration 27Q (12282.770000 sec): 3 clusters
  Score: Raw -202912.427403 + Penalty 2470.455759 = -200441.971644
  nChanged 2
		SP:Iteration 28Q (12282.940000 sec): 3 clusters
  Score: Raw -202914.287096 + Penalty 2470.455759 = -200443.831337
  nChanged 2
		SP:Iteration 29Q (12283.140000 sec): 3 clusters
  Score: Raw -202915.058280 + Penalty 2470.455759 = -200444.602521
  nChanged 2
		SP:Iteration 30Q (12283.300000 sec): 3 clusters
  Score: Raw -202916.551583 + Penalty 2470.455759 = -200446.095825
  nChanged 1
		SP:Iteration 31Q (12283.470000 sec): 3 clusters
  Score: Raw -202916.760633 + Penalty 2470.455759 = -200446.304874
  nChanged 2
		SP:Iteration 32Q (12283.650000 sec): 3 clusters
  Score: Raw -202917.251985 + Penalty 2470.455759 = -200446.796226
  nChanged 1
		SP:Iteration 33Q (12283.830000 sec): 3 clusters
  Score: Raw -202917.910450 + Penalty 2470.455759 = -200447.454692
  nChanged 1
		SP:Iteration 34Q (12283.980000 sec): 3 clusters
  Score: Raw -202918.363181 + Penalty 2470.455759 = -200447.907422
  nChanged 0
		SP:Iteration 35F (12284.170000 sec): 3 clusters
  Score: Raw -202918.363181 + Penalty 2470.455759 = -200447.907422
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (433 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12284.270000 sec): 2 clusters
  Score: Raw -46617.409405 + Penalty 986.494881 = -45630.914524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12284.470000 sec): 3 clusters
  Score: Raw -46595.700958 + Penalty 1972.989762 = -44622.711196
  nChanged 89
		SP:Iteration 1F (12284.670000 sec): 3 clusters
  Score: Raw -46723.688122 + Penalty 1972.989762 = -44750.698361
  nChanged 15
		SP:Iteration 2Q (12284.820000 sec): 3 clusters
  Score: Raw -46752.669530 + Penalty 1972.989762 = -44779.679768
  nChanged 10
		SP:Iteration 3Q (12284.990000 sec): 3 clusters
  Score: Raw -46771.102929 + Penalty 1972.989762 = -44798.113167
  nChanged 4
		SP:Iteration 4Q (12285.210000 sec): 3 clusters
  Score: Raw -46778.854505 + Penalty 1972.989762 = -44805.864743
  nChanged 3
		SP:Iteration 5Q (12285.410000 sec): 3 clusters
  Score: Raw -46783.132556 + Penalty 1972.989762 = -44810.142795
  nChanged 1
		SP:Iteration 6Q (12285.590000 sec): 3 clusters
  Score: Raw -46786.207238 + Penalty 1972.989762 = -44813.217476
  nChanged 0
		SP:Iteration 7F (12285.780000 sec): 3 clusters
  Score: Raw -46786.207238 + Penalty 1972.989762 = -44813.217476
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12285.870000 sec): 2 clusters
  Score: Raw -49739.067402 + Penalty 1031.735086 = -48707.332316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12286.070000 sec): 3 clusters
  Score: Raw -49689.182055 + Penalty 2063.470172 = -47625.711883
  nChanged 157
		SP:Iteration 1F (12286.260000 sec): 3 clusters
  Score: Raw -49970.589062 + Penalty 2063.470172 = -47907.118890
  nChanged 46
		SP:Iteration 2F (12286.470000 sec): 3 clusters
  Score: Raw -50060.023654 + Penalty 2063.470172 = -47996.553481
  nChanged 23
		SP:Iteration 3Q (12286.640000 sec): 3 clusters
  Score: Raw -50120.630939 + Penalty 2063.470172 = -48057.160767
  nChanged 19
		SP:Iteration 4Q (12286.790000 sec): 3 clusters
  Score: Raw -50158.757131 + Penalty 2063.470172 = -48095.286959
  nChanged 10
		SP:Iteration 5Q (12286.990000 sec): 3 clusters
  Score: Raw -50176.096876 + Penalty 2063.470172 = -48112.626704
  nChanged 9
		SP:Iteration 6Q (12287.140000 sec): 3 clusters
  Score: Raw -50188.187285 + Penalty 2063.470172 = -48124.717112
  nChanged 6
		SP:Iteration 7Q (12287.360000 sec): 3 clusters
  Score: Raw -50196.122985 + Penalty 2063.470172 = -48132.652812
  nChanged 4
		SP:Iteration 8Q (12287.540000 sec): 3 clusters
  Score: Raw -50200.121749 + Penalty 2063.470172 = -48136.651577
  nChanged 3
		SP:Iteration 9Q (12287.700000 sec): 3 clusters
  Score: Raw -50205.707736 + Penalty 2063.470172 = -48142.237564
  nChanged 1
		SP:Iteration 10Q (12287.850000 sec): 3 clusters
  Score: Raw -50206.886028 + Penalty 2063.470172 = -48143.415856
  nChanged 1
		SP:Iteration 11Q (12288.040000 sec): 3 clusters
  Score: Raw -50207.494331 + Penalty 2063.470172 = -48144.024159
  nChanged 0
		SP:Iteration 12F (12288.220000 sec): 3 clusters
  Score: Raw -50207.494331 + Penalty 2063.470172 = -48144.024159
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12288.320000 sec): 2 clusters
  Score: Raw -51604.465017 + Penalty 1012.453235 = -50592.011782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12288.530000 sec): 3 clusters
  Score: Raw -51559.299106 + Penalty 2024.906470 = -49534.392635
  nChanged 110
		SP:Iteration 1F (12288.730000 sec): 3 clusters
  Score: Raw -51705.646246 + Penalty 2024.906470 = -49680.739776
  nChanged 32
		SP:Iteration 2F (12288.890000 sec): 3 clusters
  Score: Raw -51758.781662 + Penalty 2024.906470 = -49733.875192
  nChanged 18
		SP:Iteration 3Q (12289.070000 sec): 3 clusters
  Score: Raw -51781.495662 + Penalty 2024.906470 = -49756.589191
  nChanged 9
		SP:Iteration 4Q (12289.270000 sec): 3 clusters
  Score: Raw -51794.519604 + Penalty 2024.906470 = -49769.613134
  nChanged 6
		SP:Iteration 5Q (12289.420000 sec): 3 clusters
  Score: Raw -51804.557654 + Penalty 2024.906470 = -49779.651184
  nChanged 5
		SP:Iteration 6Q (12289.630000 sec): 3 clusters
  Score: Raw -51830.159725 + Penalty 2024.906470 = -49805.253255
  nChanged 9
		SP:Iteration 7Q (12289.790000 sec): 3 clusters
  Score: Raw -51843.920400 + Penalty 2024.906470 = -49819.013930
  nChanged 6
		SP:Iteration 8Q (12289.960000 sec): 3 clusters
  Score: Raw -51851.309309 + Penalty 2024.906470 = -49826.402838
  nChanged 2
		SP:Iteration 9Q (12290.150000 sec): 3 clusters
  Score: Raw -51854.691886 + Penalty 2024.906470 = -49829.785415
  nChanged 1
		SP:Iteration 10Q (12290.350000 sec): 3 clusters
  Score: Raw -51856.577857 + Penalty 2024.906470 = -49831.671387
  nChanged 0
		SP:Iteration 11F (12290.490000 sec): 3 clusters
  Score: Raw -51856.577857 + Penalty 2024.906470 = -49831.671387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12290.620000 sec): 2 clusters
  Score: Raw -382841.382556 + Penalty 1348.633960 = -381492.748596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12290.850000 sec): 3 clusters
  Score: Raw -380824.244339 + Penalty 2697.267920 = -378126.976419
  nChanged 1660
		SP:Iteration 1F (12291.070000 sec): 3 clusters
  Score: Raw -381810.019685 + Penalty 2697.267920 = -379112.751765
  nChanged 353
		SP:Iteration 2F (12291.250000 sec): 3 clusters
  Score: Raw -382097.026420 + Penalty 2697.267920 = -379399.758500
  nChanged 309
		SP:Iteration 3F (12291.450000 sec): 3 clusters
  Score: Raw -382385.564823 + Penalty 2697.267920 = -379688.296903
  nChanged 306
		SP:Iteration 4F (12291.610000 sec): 3 clusters
  Score: Raw -382693.829657 + Penalty 2697.267920 = -379996.561737
  nChanged 281
		SP:Iteration 5F (12291.790000 sec): 3 clusters
  Score: Raw -382981.637581 + Penalty 2697.267920 = -380284.369662
  nChanged 227
		SP:Iteration 6F (12291.990000 sec): 3 clusters
  Score: Raw -383188.765524 + Penalty 2697.267920 = -380491.497604
  nChanged 183
		SP:Iteration 7Q (12292.210000 sec): 3 clusters
  Score: Raw -383349.384295 + Penalty 2697.267920 = -380652.116375
  nChanged 152
		SP:Iteration 8Q (12292.410000 sec): 3 clusters
  Score: Raw -383486.832254 + Penalty 2697.267920 = -380789.564334
  nChanged 146
		SP:Iteration 9Q (12292.560000 sec): 3 clusters
  Score: Raw -383634.111585 + Penalty 2697.267920 = -380936.843666
  nChanged 116
		SP:Iteration 10Q (12292.740000 sec): 3 clusters
  Score: Raw -383730.097843 + Penalty 2697.267920 = -381032.829923
  nChanged 108
		SP:Iteration 11Q (12292.930000 sec): 3 clusters
  Score: Raw -383800.130001 + Penalty 2697.267920 = -381102.862081
  nChanged 79
		SP:Iteration 12Q (12293.110000 sec): 3 clusters
  Score: Raw -383847.636852 + Penalty 2697.267920 = -381150.368932
  nChanged 64
		SP:Iteration 13Q (12293.260000 sec): 3 clusters
  Score: Raw -383879.921369 + Penalty 2697.267920 = -381182.653450
  nChanged 51
		SP:Iteration 14Q (12293.430000 sec): 3 clusters
  Score: Raw -383911.121576 + Penalty 2697.267920 = -381213.853656
  nChanged 44
		SP:Iteration 15Q (12293.590000 sec): 3 clusters
  Score: Raw -383933.483021 + Penalty 2697.267920 = -381236.215101
  nChanged 23
		SP:Iteration 16Q (12293.810000 sec): 3 clusters
  Score: Raw -383940.793688 + Penalty 2697.267920 = -381243.525769
  nChanged 11
		SP:Iteration 17Q (12293.990000 sec): 3 clusters
  Score: Raw -383943.657072 + Penalty 2697.267920 = -381246.389153
  nChanged 10
		SP:Iteration 18Q (12294.160000 sec): 3 clusters
  Score: Raw -383949.001420 + Penalty 2697.267920 = -381251.733500
  nChanged 13
		SP:Iteration 19Q (12294.390000 sec): 3 clusters
  Score: Raw -383952.890842 + Penalty 2697.267920 = -381255.622923
  nChanged 5
		SP:Iteration 20F (12294.620000 sec): 3 clusters
  Score: Raw -383955.108027 + Penalty 2697.267920 = -381257.840107
  nChanged 5
		SP:Iteration 21Q (12294.750000 sec): 3 clusters
  Score: Raw -383955.910475 + Penalty 2697.267920 = -381258.642556
  nChanged 3
		SP:Iteration 22Q (12294.920000 sec): 3 clusters
  Score: Raw -383956.519530 + Penalty 2697.267920 = -381259.251610
  nChanged 5
		SP:Iteration 23Q (12295.100000 sec): 3 clusters
  Score: Raw -383957.321772 + Penalty 2697.267920 = -381260.053852
  nChanged 4
		SP:Iteration 24Q (12295.350000 sec): 3 clusters
  Score: Raw -383957.961233 + Penalty 2697.267920 = -381260.693313
  nChanged 1
		SP:Iteration 25Q (12295.470000 sec): 3 clusters
  Score: Raw -383958.140235 + Penalty 2697.267920 = -381260.872316
  nChanged 1
		SP:Iteration 26Q (12295.670000 sec): 3 clusters
  Score: Raw -383958.529641 + Penalty 2697.267920 = -381261.261721
  nChanged 0
		SP:Iteration 27F (12295.880000 sec): 3 clusters
  Score: Raw -383958.529641 + Penalty 2697.267920 = -381261.261721
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12295.950000 sec): 2 clusters
  Score: Raw -64154.942939 + Penalty 1055.970849 = -63098.972089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12296.140000 sec): 3 clusters
  Score: Raw -64094.863858 + Penalty 2111.941699 = -61982.922159
  nChanged 197
		SP:Iteration 1F (12296.320000 sec): 3 clusters
  Score: Raw -64371.750560 + Penalty 2111.941699 = -62259.808861
  nChanged 60
		SP:Iteration 2F (12296.490000 sec): 3 clusters
  Score: Raw -64491.285771 + Penalty 2111.941699 = -62379.344073
  nChanged 52
		SP:Iteration 3F (12296.690000 sec): 3 clusters
  Score: Raw -64608.883135 + Penalty 2111.941699 = -62496.941436
  nChanged 45
		SP:Iteration 4F (12296.860000 sec): 3 clusters
  Score: Raw -64740.156727 + Penalty 2111.941699 = -62628.215029
  nChanged 36
		SP:Iteration 5F (12297.020000 sec): 3 clusters
  Score: Raw -64911.447190 + Penalty 2111.941699 = -62799.505491
  nChanged 30
		SP:Iteration 6Q (12297.200000 sec): 3 clusters
  Score: Raw -65143.952434 + Penalty 2111.941699 = -63032.010735
  nChanged 22
		SP:Iteration 7Q (12297.400000 sec): 3 clusters
  Score: Raw -65355.287785 + Penalty 2111.941699 = -63243.346087
  nChanged 10
		SP:Iteration 8Q (12297.620000 sec): 3 clusters
  Score: Raw -65451.580749 + Penalty 2111.941699 = -63339.639050
  nChanged 6
		SP:Iteration 9Q (12297.760000 sec): 3 clusters
  Score: Raw -65541.490363 + Penalty 2111.941699 = -63429.548664
  nChanged 4
		SP:Iteration 10Q (12297.930000 sec): 3 clusters
  Score: Raw -65672.955663 + Penalty 2111.941699 = -63561.013964
  nChanged 7
		SP:Iteration 11Q (12298.150000 sec): 3 clusters
  Score: Raw -65901.784894 + Penalty 2111.941699 = -63789.843195
  nChanged 4
		SP:Iteration 12Q (12298.310000 sec): 3 clusters
  Score: Raw -65910.706378 + Penalty 2111.941699 = -63798.764680
  nChanged 2
		SP:Iteration 13Q (12298.480000 sec): 3 clusters
  Score: Raw -65913.624155 + Penalty 2111.941699 = -63801.682456
  nChanged 2
		SP:Iteration 14Q (12298.640000 sec): 3 clusters
  Score: Raw -65918.344648 + Penalty 2111.941699 = -63806.402950
  nChanged 0
		SP:Iteration 15F (12298.810000 sec): 3 clusters
  Score: Raw -65918.344648 + Penalty 2111.941699 = -63806.402950
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12298.960000 sec): 2 clusters
  Score: Raw -134645.095706 + Penalty 1156.150035 = -133488.945670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12299.090000 sec): 3 clusters
  Score: Raw -134173.120288 + Penalty 2312.300071 = -131860.820217
  nChanged 395
		SP:Iteration 1F (12299.280000 sec): 3 clusters
  Score: Raw -134471.916472 + Penalty 2312.300071 = -132159.616402
  nChanged 92
		SP:Iteration 2F (12299.430000 sec): 3 clusters
  Score: Raw -134559.793814 + Penalty 2312.300071 = -132247.493743
  nChanged 56
		SP:Iteration 3Q (12299.610000 sec): 3 clusters
  Score: Raw -134607.144093 + Penalty 2312.300071 = -132294.844023
  nChanged 40
		SP:Iteration 4Q (12299.750000 sec): 3 clusters
  Score: Raw -134637.759599 + Penalty 2312.300071 = -132325.459528
  nChanged 22
		SP:Iteration 5Q (12299.920000 sec): 3 clusters
  Score: Raw -134654.388719 + Penalty 2312.300071 = -132342.088648
  nChanged 15
		SP:Iteration 6Q (12300.070000 sec): 3 clusters
  Score: Raw -134665.661874 + Penalty 2312.300071 = -132353.361804
  nChanged 16
		SP:Iteration 7Q (12300.230000 sec): 3 clusters
  Score: Raw -134678.148410 + Penalty 2312.300071 = -132365.848339
  nChanged 20
		SP:Iteration 8Q (12300.390000 sec): 3 clusters
  Score: Raw -134690.910793 + Penalty 2312.300071 = -132378.610722
  nChanged 9
		SP:Iteration 9Q (12300.590000 sec): 3 clusters
  Score: Raw -134694.686989 + Penalty 2312.300071 = -132382.386918
  nChanged 5
		SP:Iteration 10Q (12300.750000 sec): 3 clusters
  Score: Raw -134698.538043 + Penalty 2312.300071 = -132386.237972
  nChanged 3
		SP:Iteration 11Q (12300.940000 sec): 3 clusters
  Score: Raw -134700.998599 + Penalty 2312.300071 = -132388.698528
  nChanged 4
		SP:Iteration 12Q (12301.090000 sec): 3 clusters
  Score: Raw -134702.672197 + Penalty 2312.300071 = -132390.372126
  nChanged 2
		SP:Iteration 13Q (12301.320000 sec): 3 clusters
  Score: Raw -134705.451931 + Penalty 2312.300071 = -132393.151860
  nChanged 2
		SP:Iteration 14Q (12301.480000 sec): 3 clusters
  Score: Raw -134707.365381 + Penalty 2312.300071 = -132395.065310
  nChanged 4
		SP:Iteration 15Q (12301.650000 sec): 3 clusters
  Score: Raw -134711.132196 + Penalty 2312.300071 = -132398.832126
  nChanged 2
		SP:Iteration 16Q (12301.810000 sec): 3 clusters
  Score: Raw -134712.846381 + Penalty 2312.300071 = -132400.546311
  nChanged 2
		SP:Iteration 17Q (12302.010000 sec): 3 clusters
  Score: Raw -134713.721068 + Penalty 2312.300071 = -132401.420997
  nChanged 1
		SP:Iteration 18Q (12302.260000 sec): 3 clusters
  Score: Raw -134714.196006 + Penalty 2312.300071 = -132401.895935
  nChanged 0
		SP:Iteration 19F (12302.420000 sec): 3 clusters
  Score: Raw -134714.196006 + Penalty 2312.300071 = -132401.895935
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3056 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (12302.540000 sec): 2 clusters
  Score: Raw -288037.156931 + Penalty 1304.040099 = -286733.116831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (12302.680000 sec): 3 clusters
  Score: Raw -286633.349825 + Penalty 2608.080199 = -284025.269626
  nChanged 1196
		SP:Iteration 1F (12302.870000 sec): 3 clusters
  Score: Raw -287372.587262 + Penalty 2608.080199 = -284764.507063
  nChanged 229
		SP:Iteration 2F (12303.020000 sec): 3 clusters
  Score: Raw -287500.815222 + Penalty 2608.080199 = -284892.735023
  nChanged 129
		SP:Iteration 3Q (12303.230000 sec): 3 clusters
  Score: Raw -287562.621190 + Penalty 2608.080199 = -284954.540992
  nChanged 96
		SP:Iteration 4Q (12303.380000 sec): 3 clusters
  Score: Raw -287607.027325 + Penalty 2608.080199 = -284998.947126
  nChanged 79
		SP:Iteration 5Q (12303.590000 sec): 3 clusters
  Score: Raw -287641.366966 + Penalty 2608.080199 = -285033.286767
  nChanged 57
		SP:Iteration 6Q (12303.730000 sec): 3 clusters
  Score: Raw -287674.238433 + Penalty 2608.080199 = -285066.158234
  nChanged 60
		SP:Iteration 7Q (12303.960000 sec): 3 clusters
  Score: Raw -287698.345544 + Penalty 2608.080199 = -285090.265345
  nChanged 42
		SP:Iteration 8Q (12304.170000 sec): 3 clusters
  Score: Raw -287711.303446 + Penalty 2608.080199 = -285103.223247
  nChanged 31
		SP:Iteration 9Q (12304.370000 sec): 3 clusters
  Score: Raw -287721.274817 + Penalty 2608.080199 = -285113.194618
  nChanged 27
		SP:Iteration 10Q (12304.550000 sec): 3 clusters
  Score: Raw -287732.452193 + Penalty 2608.080199 = -285124.371994
  nChanged 21
		SP:Iteration 11Q (12304.720000 sec): 3 clusters
  Score: Raw -287742.498908 + Penalty 2608.080199 = -285134.418709
  nChanged 34
		SP:Iteration 12Q (12304.940000 sec): 3 clusters
  Score: Raw -287754.891605 + Penalty 2608.080199 = -285146.811406
  nChanged 27
		SP:Iteration 13Q (12305.110000 sec): 3 clusters
  Score: Raw -287772.437118 + Penalty 2608.080199 = -285164.356919
  nChanged 39
		SP:Iteration 14Q (12305.260000 sec): 3 clusters
  Score: Raw -287796.804604 + Penalty 2608.080199 = -285188.724406
  nChanged 37
		SP:Iteration 15Q (12305.420000 sec): 3 clusters
  Score: Raw -287818.487415 + Penalty 2608.080199 = -285210.407217
  nChanged 38
		SP:Iteration 16Q (12305.610000 sec): 3 clusters
  Score: Raw -287845.069037 + Penalty 2608.080199 = -285236.988838
  nChanged 43
		SP:Iteration 17Q (12305.850000 sec): 3 clusters
  Score: Raw -287869.760811 + Penalty 2608.080199 = -285261.680612
  nChanged 35
		SP:Iteration 18Q (12306.040000 sec): 3 clusters
  Score: Raw -287885.268977 + Penalty 2608.080199 = -285277.188779
  nChanged 32
		SP:Iteration 19Q (12306.200000 sec): 3 clusters
  Score: Raw -287897.237849 + Penalty 2608.080199 = -285289.157650
  nChanged 18
		SP:Iteration 20F (12306.410000 sec): 3 clusters
  Score: Raw -287902.762283 + Penalty 2608.080199 = -285294.682084
  nChanged 12
		SP:Iteration 21Q (12306.580000 sec): 3 clusters
  Score: Raw -287907.540371 + Penalty 2608.080199 = -285299.460172
  nChanged 8
		SP:Iteration 22Q (12306.820000 sec): 3 clusters
  Score: Raw -287909.919813 + Penalty 2608.080199 = -285301.839614
  nChanged 6
		SP:Iteration 23Q (12306.990000 sec): 3 clusters
  Score: Raw -287912.597837 + Penalty 2608.080199 = -285304.517639
  nChanged 8
		SP:Iteration 24Q (12307.220000 sec): 3 clusters
  Score: Raw -287914.937400 + Penalty 2608.080199 = -285306.857201
  nChanged 12
		SP:Iteration 25Q (12307.450000 sec): 3 clusters
  Score: Raw -287921.278459 + Penalty 2608.080199 = -285313.198260
  nChanged 17
		SP:Iteration 26Q (12307.650000 sec): 3 clusters
  Score: Raw -287931.425454 + Penalty 2608.080199 = -285323.345255
  nChanged 24
		SP:Iteration 27Q (12307.830000 sec): 3 clusters
  Score: Raw -287946.748514 + Penalty 2608.080199 = -285338.668315
  nChanged 29
		SP:Iteration 28Q (12308.050000 sec): 3 clusters
  Score: Raw -287959.253656 + Penalty 2608.080199 = -285351.173458
  nChanged 24
		SP:Iteration 29Q (12308.230000 sec): 3 clusters
  Score: Raw -287971.891790 + Penalty 2608.080199 = -285363.811592
  nChanged 28
		SP:Iteration 30Q (12308.390000 sec): 3 clusters
  Score: Raw -287983.225024 + Penalty 2608.080199 = -285375.144825
  nChanged 21
		SP:Iteration 31Q (12308.590000 sec): 3 clusters
  Score: Raw -287990.115401 + Penalty 2608.080199 = -285382.035202
  nChanged 15
		SP:Iteration 32Q (12308.780000 sec): 3 clusters
  Score: Raw -287995.926041 + Penalty 2608.080199 = -285387.845842
  nChanged 17
		SP:Iteration 33Q (12308.940000 sec): 3 clusters
  Score: Raw -288001.561411 + Penalty 2608.080199 = -285393.481212
  nChanged 11
		SP:Iteration 34Q (12309.130000 sec): 3 clusters
  Score: Raw -288006.592095 + Penalty 2608.080199 = -285398.511896
  nChanged 24
		SP:Iteration 35Q (12309.280000 sec): 3 clusters
  Score: Raw -288016.429790 + Penalty 2608.080199 = -285408.349591
  nChanged 14
		SP:Iteration 36Q (12309.430000 sec): 3 clusters
  Score: Raw -288021.177914 + Penalty 2608.080199 = -285413.097716
  nChanged 15
		SP:Iteration 37Q (12309.620000 sec): 3 clusters
  Score: Raw -288028.490398 + Penalty 2608.080199 = -285420.410199
  nChanged 15
		SP:Iteration 38Q (12309.800000 sec): 3 clusters
  Score: Raw -288034.120227 + Penalty 2608.080199 = -285426.040028
  nChanged 10
		SP:Iteration 39Q (12309.970000 sec): 3 clusters
  Score: Raw -288037.025746 + Penalty 2608.080199 = -285428.945548
  nChanged 9
		SP:Iteration 40F (12310.170000 sec): 3 clusters
  Score: Raw -288039.748902 + Penalty 2608.080199 = -285431.668703
  nChanged 8
		SP:Iteration 41Q (12310.350000 sec): 3 clusters
  Score: Raw -288042.346130 + Penalty 2608.080199 = -285434.265932
  nChanged 7
		SP:Iteration 42Q (12310.530000 sec): 3 clusters
  Score: Raw -288044.485199 + Penalty 2608.080199 = -285436.405001
  nChanged 6
		SP:Iteration 43Q (12310.730000 sec): 3 clusters
  Score: Raw -288045.558059 + Penalty 2608.080199 = -285437.477860
  nChanged 4
		SP:Iteration 44Q (12310.880000 sec): 3 clusters
  Score: Raw -288046.179540 + Penalty 2608.080199 = -285438.099342
  nChanged 4
		SP:Iteration 45Q (12311.060000 sec): 3 clusters
  Score: Raw -288047.741463 + Penalty 2608.080199 = -285439.661264
  nChanged 8
		SP:Iteration 46Q (12311.210000 sec): 3 clusters
  Score: Raw -288049.524752 + Penalty 2608.080199 = -285441.444553
  nChanged 8
		SP:Iteration 47Q (12311.370000 sec): 3 clusters
  Score: Raw -288051.739398 + Penalty 2608.080199 = -285443.659199
  nChanged 9
		SP:Iteration 48Q (12311.570000 sec): 3 clusters
  Score: Raw -288055.005327 + Penalty 2608.080199 = -285446.925128
  nChanged 12
		SP:Iteration 49Q (12311.750000 sec): 3 clusters
  Score: Raw -288060.415235 + Penalty 2608.080199 = -285452.335036
  nChanged 13
		SP:Iteration 50Q (12311.880000 sec): 3 clusters
  Score: Raw -288065.041103 + Penalty 2608.080199 = -285456.960904
  nChanged 11
		SP:Iteration 51Q (12312.050000 sec): 3 clusters
  Score: Raw -288068.107396 + Penalty 2608.080199 = -285460.027197
  nChanged 5
		SP:Iteration 52Q (12312.250000 sec): 3 clusters
  Score: Raw -288069.229099 + Penalty 2608.080199 = -285461.148900
  nChanged 7
		SP:Iteration 53Q (12312.440000 sec): 3 clusters
  Score: Raw -288071.948680 + Penalty 2608.080199 = -285463.868481
  nChanged 4
		SP:Iteration 54Q (12312.600000 sec): 3 clusters
  Score: Raw -288073.527995 + Penalty 2608.080199 = -285465.447796
  nChanged 4
		SP:Iteration 55Q (12312.790000 sec): 3 clusters
  Score: Raw -288074.450622 + Penalty 2608.080199 = -285466.370423
  nChanged 1
		SP:Iteration 56Q (12312.940000 sec): 3 clusters
  Score: Raw -288074.595372 + Penalty 2608.080199 = -285466.515174
  nChanged 2
		SP:Iteration 57Q (12313.100000 sec): 3 clusters
  Score: Raw -288074.802142 + Penalty 2608.080199 = -285466.721944
  nChanged 3
		SP:Iteration 58Q (12313.260000 sec): 3 clusters
  Score: Raw -288075.161550 + Penalty 2608.080199 = -285467.081351
  nChanged 3
		SP:Iteration 59Q (12313.430000 sec): 3 clusters
  Score: Raw -288075.855577 + Penalty 2608.080199 = -285467.775378
  nChanged 2
		SP:Iteration 60F (12313.580000 sec): 3 clusters
  Score: Raw -288076.246066 + Penalty 2608.080199 = -285468.165867
  nChanged 1
		SP:Iteration 61Q (12313.770000 sec): 3 clusters
  Score: Raw -288076.435424 + Penalty 2608.080199 = -285468.355225
  nChanged 2
		SP:Iteration 62Q (12313.910000 sec): 3 clusters
  Score: Raw -288077.230370 + Penalty 2608.080199 = -285469.150172
  nChanged 5
		SP:Iteration 63Q (12314.090000 sec): 3 clusters
  Score: Raw -288078.058360 + Penalty 2608.080199 = -285469.978161
  nChanged 1
		SP:Iteration 64Q (12314.240000 sec): 3 clusters
  Score: Raw -288078.166952 + Penalty 2608.080199 = -285470.086753
  nChanged 3
		SP:Iteration 65Q (12314.450000 sec): 3 clusters
  Score: Raw -288079.079407 + Penalty 2608.080199 = -285470.999209
  nChanged 4
		SP:Iteration 66Q (12314.630000 sec): 3 clusters
  Score: Raw -288080.590841 + Penalty 2608.080199 = -285472.510642
  nChanged 2
		SP:Iteration 67Q (12314.810000 sec): 3 clusters
  Score: Raw -288081.036717 + Penalty 2608.080199 = -285472.956518
  nChanged 1
		SP:Iteration 68Q (12315.020000 sec): 3 clusters
  Score: Raw -288081.222115 + Penalty 2608.080199 = -285473.141916
  nChanged 2
		SP:Iteration 69Q (12315.250000 sec): 3 clusters
  Score: Raw -288082.052782 + Penalty 2608.080199 = -285473.972583
  nChanged 2
		SP:Iteration 70Q (12315.450000 sec): 3 clusters
  Score: Raw -288083.152292 + Penalty 2608.080199 = -285475.072093
  nChanged 1
		SP:Iteration 71Q (12315.580000 sec): 3 clusters
  Score: Raw -288083.263212 + Penalty 2608.080199 = -285475.183014
  nChanged 3
		SP:Iteration 72Q (12315.730000 sec): 3 clusters
  Score: Raw -288084.256094 + Penalty 2608.080199 = -285476.175895
  nChanged 2
		SP:Iteration 73Q (12315.930000 sec): 3 clusters
  Score: Raw -288084.930346 + Penalty 2608.080199 = -285476.850147
  nChanged 3
		SP:Iteration 74Q (12316.090000 sec): 3 clusters
  Score: Raw -288085.991469 + Penalty 2608.080199 = -285477.911270
  nChanged 5
		SP:Iteration 75Q (12316.320000 sec): 3 clusters
  Score: Raw -288087.592857 + Penalty 2608.080199 = -285479.512658
  nChanged 5
		SP:Iteration 76Q (12316.490000 sec): 3 clusters
  Score: Raw -288088.795320 + Penalty 2608.080199 = -285480.715121
  nChanged 4
		SP:Iteration 77Q (12316.710000 sec): 3 clusters
  Score: Raw -288090.226603 + Penalty 2608.080199 = -285482.146404
  nChanged 4
		SP:Iteration 78Q (12316.880000 sec): 3 clusters
  Score: Raw -288090.869512 + Penalty 2608.080199 = -285482.789313
  nChanged 3
		SP:Iteration 79Q (12317.110000 sec): 3 clusters
  Score: Raw -288091.416655 + Penalty 2608.080199 = -285483.336457
  nChanged 7
		SP:Iteration 80F (12317.260000 sec): 3 clusters
  Score: Raw -288093.314261 + Penalty 2608.080199 = -285485.234062
  nChanged 8
		SP:Iteration 81Q (12317.500000 sec): 3 clusters
  Score: Raw -288095.518396 + Penalty 2608.080199 = -285487.438197
  nChanged 9
		SP:Iteration 82Q (12317.710000 sec): 3 clusters
  Score: Raw -288097.633444 + Penalty 2608.080199 = -285489.553245
  nChanged 7
		SP:Iteration 83Q (12317.930000 sec): 3 clusters
  Score: Raw -288100.129611 + Penalty 2608.080199 = -285492.049413
  nChanged 4
		SP:Iteration 84Q (12318.090000 sec): 3 clusters
  Score: Raw -288101.260879 + Penalty 2608.080199 = -285493.180680
  nChanged 3
		SP:Iteration 85Q (12318.300000 sec): 3 clusters
  Score: Raw -288102.653985 + Penalty 2608.080199 = -285494.573786
  nChanged 3
		SP:Iteration 86Q (12318.510000 sec): 3 clusters
  Score: Raw -288103.938440 + Penalty 2608.080199 = -285495.858241
  nChanged 10
		SP:Iteration 87Q (12318.750000 sec): 3 clusters
  Score: Raw -288109.489274 + Penalty 2608.080199 = -285501.409075
  nChanged 10
		SP:Iteration 88Q (12318.930000 sec): 3 clusters
  Score: Raw -288112.719699 + Penalty 2608.080199 = -285504.639501
  nChanged 10
		SP:Iteration 89Q (12319.120000 sec): 3 clusters
  Score: Raw -288116.633536 + Penalty 2608.080199 = -285508.553337
  nChanged 8
		SP:Iteration 90Q (12319.350000 sec): 3 clusters
  Score: Raw -288119.748658 + Penalty 2608.080199 = -285511.668459
  nChanged 12
		SP:Iteration 91Q (12319.550000 sec): 3 clusters
  Score: Raw -288122.370998 + Penalty 2608.080199 = -285514.290799
  nChanged 7
		SP:Iteration 92Q (12319.700000 sec): 3 clusters
  Score: Raw -288125.486218 + Penalty 2608.080199 = -285517.406019
  nChanged 7
		SP:Iteration 93Q (12319.910000 sec): 3 clusters
  Score: Raw -288128.653351 + Penalty 2608.080199 = -285520.573152
  nChanged 11
		SP:Iteration 94Q (12320.050000 sec): 3 clusters
  Score: Raw -288132.307506 + Penalty 2608.080199 = -285524.227307
  nChanged 12
		SP:Iteration 95Q (12320.270000 sec): 3 clusters
  Score: Raw -288136.807279 + Penalty 2608.080199 = -285528.727080
  nChanged 11
		SP:Iteration 96Q (12320.450000 sec): 3 clusters
  Score: Raw -288139.580555 + Penalty 2608.080199 = -285531.500357
  nChanged 8
		SP:Iteration 97Q (12320.610000 sec): 3 clusters
  Score: Raw -288141.185917 + Penalty 2608.080199 = -285533.105718
  nChanged 6
		SP:Iteration 98Q (12320.830000 sec): 3 clusters
  Score: Raw -288143.444116 + Penalty 2608.080199 = -285535.363917
  nChanged 1
		SP:Iteration 99Q (12321.050000 sec): 3 clusters
  Score: Raw -288143.622592 + Penalty 2608.080199 = -285535.542393
  nChanged 1
		SP:Iteration 100F (12321.220000 sec): 3 clusters
  Score: Raw -288143.702610 + Penalty 2608.080199 = -285535.622411
  nChanged 0
Iteration 139Q (12413.600000 sec): 72 clusters
  Score: Raw -138115397.250174 + Penalty 162986.169066 = -137952411.081108
  nChanged 4483
Iteration 140F (12573.480000 sec): 72 clusters
  Score: Raw -138116721.702111 + Penalty 162986.169066 = -137953735.533045
  nChanged 3989
Iteration 141Q (12668.340000 sec): 72 clusters
  Score: Raw -138117356.311955 + Penalty 162986.169066 = -137954370.142888
  nChanged 3237
Iteration 142Q (12765.070000 sec): 72 clusters
  Score: Raw -138117747.684875 + Penalty 162986.169066 = -137954761.515809
  nChanged 2698
Iteration 143Q (12866.210000 sec): 72 clusters
  Score: Raw -138118017.154886 + Penalty 162986.169066 = -137955030.985820
  nChanged 2375
Iteration 144Q (12967.540000 sec): 72 clusters
  Score: Raw -138118233.974930 + Penalty 162986.169066 = -137955247.805864
  nChanged 2237
Iteration 145Q (13059.300000 sec): 72 clusters
  Score: Raw -138118417.038664 + Penalty 162986.169066 = -137955430.869598
  nChanged 1990
Iteration 146Q (13155.130000 sec): 72 clusters
  Score: Raw -138118575.977632 + Penalty 162986.169066 = -137955589.808565
  nChanged 1868
Iteration 147Q (13255.620000 sec): 72 clusters
  Score: Raw -138118718.127743 + Penalty 162986.169066 = -137955731.958677
  nChanged 1821
Iteration 148Q (13353.030000 sec): 72 clusters
  Score: Raw -138118858.114633 + Penalty 162986.169066 = -137955871.945567
  nChanged 1735
Iteration 149Q (13446.210000 sec): 72 clusters
  Score: Raw -138118990.754080 + Penalty 162986.169066 = -137956004.585014
  nChanged 1684
Iteration 150Q (13526.650000 sec): 72 clusters
  Score: Raw -138119117.774157 + Penalty 162986.169066 = -137956131.605091
  nChanged 1685
Iteration 151Q (13608.830000 sec): 72 clusters
  Score: Raw -138119240.973753 + Penalty 162986.169066 = -137956254.804687
  nChanged 1616
Iteration 152Q (13700.690000 sec): 72 clusters
  Score: Raw -138119366.753989 + Penalty 162986.169066 = -137956380.584923
  nChanged 1569
Iteration 153Q (13800.420000 sec): 72 clusters
  Score: Raw -138119485.558785 + Penalty 162986.169066 = -137956499.389719
  nChanged 1563
Iteration 154Q (13893.390000 sec): 72 clusters
  Score: Raw -138119596.704130 + Penalty 162986.169066 = -137956610.535064
  nChanged 1440
Iteration 155Q (13987.980000 sec): 72 clusters
  Score: Raw -138119696.379369 + Penalty 162986.169066 = -137956710.210303
  nChanged 1389
Iteration 156Q (14088.740000 sec): 72 clusters
  Score: Raw -138119796.419931 + Penalty 162986.169066 = -137956810.250865
  nChanged 1361
Iteration 157Q (14178.300000 sec): 72 clusters
  Score: Raw -138119889.349059 + Penalty 162986.169066 = -137956903.179993
  nChanged 1278
Iteration 158Q (14267.370000 sec): 72 clusters
  Score: Raw -138119975.974868 + Penalty 162986.169066 = -137956989.805802
  nChanged 1223
Iteration 159Q (14350.160000 sec): 72 clusters
  Score: Raw -138120057.529021 + Penalty 162986.169066 = -137957071.359955
  nChanged 1176
Iteration 160F (14511.100000 sec): 72 clusters
  Score: Raw -138120137.125342 + Penalty 162986.169066 = -137957150.956276
  nChanged 1061
Iteration 161Q (14603.620000 sec): 72 clusters
  Score: Raw -138120205.791352 + Penalty 162986.169066 = -137957219.622285
  nChanged 1005
Iteration 162Q (14688.300000 sec): 72 clusters
  Score: Raw -138120268.919081 + Penalty 162986.169066 = -137957282.750015
  nChanged 899
Iteration 163Q (14777.900000 sec): 72 clusters
  Score: Raw -138120317.897274 + Penalty 162986.169066 = -137957331.728208
  nChanged 898
Iteration 164Q (14865.430000 sec): 72 clusters
  Score: Raw -138120364.928756 + Penalty 162986.169066 = -137957378.759689
  nChanged 843
Iteration 165Q (14944.620000 sec): 72 clusters
  Score: Raw -138120405.821657 + Penalty 162986.169066 = -137957419.652591
  nChanged 774
Iteration 166Q (15033.320000 sec): 72 clusters
  Score: Raw -138120441.680020 + Penalty 162986.169066 = -137957455.510953
  nChanged 749
Iteration 167Q (15128.060000 sec): 72 clusters
  Score: Raw -138120476.392639 + Penalty 162986.169066 = -137957490.223573
  nChanged 713
Iteration 168Q (15216.070000 sec): 72 clusters
  Score: Raw -138120507.899490 + Penalty 162986.169066 = -137957521.730423
  nChanged 739
Iteration 169Q (15306.200000 sec): 72 clusters
  Score: Raw -138120540.751765 + Penalty 162986.169066 = -137957554.582698
  nChanged 735
Iteration 170Q (15401.010000 sec): 72 clusters
  Score: Raw -138120574.129095 + Penalty 162986.169066 = -137957587.960029
  nChanged 692
Iteration 171Q (15498.240000 sec): 72 clusters
  Score: Raw -138120603.621834 + Penalty 162986.169066 = -137957617.452768
  nChanged 668
Iteration 172Q (15588.410000 sec): 72 clusters
  Score: Raw -138120631.837701 + Penalty 162986.169066 = -137957645.668634
  nChanged 653
Iteration 173Q (15684.690000 sec): 72 clusters
  Score: Raw -138120657.657241 + Penalty 162986.169066 = -137957671.488175
  nChanged 626
Iteration 174Q (15777.920000 sec): 72 clusters
  Score: Raw -138120681.810218 + Penalty 162986.169066 = -137957695.641151
  nChanged 592
Iteration 175Q (15876.740000 sec): 72 clusters
  Score: Raw -138120705.287322 + Penalty 162986.169066 = -137957719.118256
  nChanged 605
Iteration 176Q (15974.310000 sec): 72 clusters
  Score: Raw -138120727.542178 + Penalty 162986.169066 = -137957741.373111
  nChanged 573
Iteration 177Q (16064.330000 sec): 72 clusters
  Score: Raw -138120747.565826 + Penalty 162986.169066 = -137957761.396760
  nChanged 569
Iteration 178Q (16159.590000 sec): 72 clusters
  Score: Raw -138120766.502390 + Penalty 162986.169066 = -137957780.333323
  nChanged 537
Writing temp clu file 
Because OldScore, -137957761.396760, is greater than current (better) Score,-137957780.333323 
 Compute initial score before splitting:   Score: Raw -138120766.502390 + Penalty 162986.169066 = -137957780.333323
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16160.040000 sec): 2 clusters
  Score: Raw -353126.365835 + Penalty 1335.640490 = -351790.725345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16160.200000 sec): 3 clusters
  Score: Raw -351302.658275 + Penalty 2671.280981 = -348631.377294
  nChanged 1461
		SP:Iteration 1F (16160.440000 sec): 3 clusters
  Score: Raw -352186.255135 + Penalty 2671.280981 = -349514.974154
  nChanged 339
		SP:Iteration 2F (16160.620000 sec): 3 clusters
  Score: Raw -352438.006352 + Penalty 2671.280981 = -349766.725372
  nChanged 240
		SP:Iteration 3F (16160.810000 sec): 3 clusters
  Score: Raw -352662.071962 + Penalty 2671.280981 = -349990.790981
  nChanged 234
		SP:Iteration 4F (16160.980000 sec): 3 clusters
  Score: Raw -352918.395305 + Penalty 2671.280981 = -350247.114325
  nChanged 226
		SP:Iteration 5F (16161.140000 sec): 3 clusters
  Score: Raw -353133.656275 + Penalty 2671.280981 = -350462.375294
  nChanged 182
		SP:Iteration 6Q (16161.360000 sec): 3 clusters
  Score: Raw -353300.164873 + Penalty 2671.280981 = -350628.883892
  nChanged 155
		SP:Iteration 7Q (16161.520000 sec): 3 clusters
  Score: Raw -353450.282168 + Penalty 2671.280981 = -350779.001187
  nChanged 138
		SP:Iteration 8Q (16161.660000 sec): 3 clusters
  Score: Raw -353580.623124 + Penalty 2671.280981 = -350909.342144
  nChanged 125
		SP:Iteration 9Q (16161.860000 sec): 3 clusters
  Score: Raw -353692.382895 + Penalty 2671.280981 = -351021.101914
  nChanged 103
		SP:Iteration 10Q (16162.090000 sec): 3 clusters
  Score: Raw -353811.068109 + Penalty 2671.280981 = -351139.787129
  nChanged 101
		SP:Iteration 11Q (16162.280000 sec): 3 clusters
  Score: Raw -353923.188189 + Penalty 2671.280981 = -351251.907208
  nChanged 91
		SP:Iteration 12Q (16162.480000 sec): 3 clusters
  Score: Raw -353999.836543 + Penalty 2671.280981 = -351328.555563
  nChanged 75
		SP:Iteration 13Q (16162.670000 sec): 3 clusters
  Score: Raw -354046.742183 + Penalty 2671.280981 = -351375.461203
  nChanged 48
		SP:Iteration 14Q (16162.860000 sec): 3 clusters
  Score: Raw -354071.844556 + Penalty 2671.280981 = -351400.563575
  nChanged 27
		SP:Iteration 15Q (16163.080000 sec): 3 clusters
  Score: Raw -354086.071631 + Penalty 2671.280981 = -351414.790651
  nChanged 28
		SP:Iteration 16Q (16163.280000 sec): 3 clusters
  Score: Raw -354098.866164 + Penalty 2671.280981 = -351427.585184
  nChanged 22
		SP:Iteration 17Q (16163.460000 sec): 3 clusters
  Score: Raw -354111.370837 + Penalty 2671.280981 = -351440.089856
  nChanged 14
		SP:Iteration 18Q (16163.660000 sec): 3 clusters
  Score: Raw -354117.133147 + Penalty 2671.280981 = -351445.852166
  nChanged 10
		SP:Iteration 19Q (16163.910000 sec): 3 clusters
  Score: Raw -354122.607731 + Penalty 2671.280981 = -351451.326750
  nChanged 9
		SP:Iteration 20F (16164.060000 sec): 3 clusters
  Score: Raw -354126.222318 + Penalty 2671.280981 = -351454.941337
  nChanged 11
		SP:Iteration 21Q (16164.270000 sec): 3 clusters
  Score: Raw -354130.105380 + Penalty 2671.280981 = -351458.824399
  nChanged 9
		SP:Iteration 22Q (16164.460000 sec): 3 clusters
  Score: Raw -354132.303650 + Penalty 2671.280981 = -351461.022669
  nChanged 6
		SP:Iteration 23Q (16164.620000 sec): 3 clusters
  Score: Raw -354133.753290 + Penalty 2671.280981 = -351462.472309
  nChanged 7
		SP:Iteration 24Q (16164.810000 sec): 3 clusters
  Score: Raw -354135.169389 + Penalty 2671.280981 = -351463.888409
  nChanged 1
		SP:Iteration 25Q (16165.000000 sec): 3 clusters
  Score: Raw -354135.255941 + Penalty 2671.280981 = -351463.974960
  nChanged 0
		SP:Iteration 26F (16165.220000 sec): 3 clusters
  Score: Raw -354135.255941 + Penalty 2671.280981 = -351463.974960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16165.700000 sec): 2 clusters
  Score: Raw -9116656.566725 + Penalty 1845.306693 = -9114811.260032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16166.340000 sec): 3 clusters
  Score: Raw -9061382.634267 + Penalty 3690.613387 = -9057692.020880
  nChanged 40826
		SP:Iteration 1F (16166.960000 sec): 3 clusters
  Score: Raw -9085547.093328 + Penalty 3690.613387 = -9081856.479941
  nChanged 4768
		SP:Iteration 2F (16167.540000 sec): 3 clusters
  Score: Raw -9087770.213844 + Penalty 3690.613387 = -9084079.600457
  nChanged 5865
		SP:Iteration 3F (16168.110000 sec): 3 clusters
  Score: Raw -9091262.905768 + Penalty 3690.613387 = -9087572.292381
  nChanged 6600
		SP:Iteration 4F (16168.660000 sec): 3 clusters
  Score: Raw -9095849.330072 + Penalty 3690.613387 = -9092158.716685
  nChanged 6750
		SP:Iteration 5F (16169.260000 sec): 3 clusters
  Score: Raw -9101152.417464 + Penalty 3690.613387 = -9097461.804077
  nChanged 6189
		SP:Iteration 6F (16169.860000 sec): 3 clusters
  Score: Raw -9106464.018906 + Penalty 3690.613387 = -9102773.405519
  nChanged 4911
		SP:Iteration 7F (16170.440000 sec): 3 clusters
  Score: Raw -9110815.485615 + Penalty 3690.613387 = -9107124.872228
  nChanged 3394
		SP:Iteration 8Q (16171.070000 sec): 3 clusters
  Score: Raw -9113719.721979 + Penalty 3690.613387 = -9110029.108592
  nChanged 2046
		SP:Iteration 9Q (16171.680000 sec): 3 clusters
  Score: Raw -9115344.867777 + Penalty 3690.613387 = -9111654.254390
  nChanged 1111
		SP:Iteration 10Q (16172.280000 sec): 3 clusters
  Score: Raw -9116153.562086 + Penalty 3690.613387 = -9112462.948699
  nChanged 537
		SP:Iteration 11Q (16172.870000 sec): 3 clusters
  Score: Raw -9116536.284923 + Penalty 3690.613387 = -9112845.671536
  nChanged 276
		SP:Iteration 12Q (16173.430000 sec): 3 clusters
  Score: Raw -9116729.281026 + Penalty 3690.613387 = -9113038.667639
  nChanged 162
		SP:Iteration 13Q (16174.050000 sec): 3 clusters
  Score: Raw -9116853.280795 + Penalty 3690.613387 = -9113162.667408
  nChanged 88
		SP:Iteration 14Q (16174.590000 sec): 3 clusters
  Score: Raw -9116907.400219 + Penalty 3690.613387 = -9113216.786832
  nChanged 58
		SP:Iteration 15Q (16175.110000 sec): 3 clusters
  Score: Raw -9116941.165551 + Penalty 3690.613387 = -9113250.552164
  nChanged 35
		SP:Iteration 16Q (16175.650000 sec): 3 clusters
  Score: Raw -9116964.127302 + Penalty 3690.613387 = -9113273.513915
  nChanged 27
		SP:Iteration 17Q (16176.150000 sec): 3 clusters
  Score: Raw -9116977.152851 + Penalty 3690.613387 = -9113286.539464
  nChanged 16
		SP:Iteration 18Q (16176.690000 sec): 3 clusters
  Score: Raw -9116985.218385 + Penalty 3690.613387 = -9113294.604998
  nChanged 15
		SP:Iteration 19Q (16177.240000 sec): 3 clusters
  Score: Raw -9116992.176525 + Penalty 3690.613387 = -9113301.563138
  nChanged 5
		SP:Iteration 20F (16177.830000 sec): 3 clusters
  Score: Raw -9116994.649295 + Penalty 3690.613387 = -9113304.035908
  nChanged 5
		SP:Iteration 21Q (16178.320000 sec): 3 clusters
  Score: Raw -9116999.887674 + Penalty 3690.613387 = -9113309.274287
  nChanged 4
		SP:Iteration 22Q (16178.800000 sec): 3 clusters
  Score: Raw -9117002.903698 + Penalty 3690.613387 = -9113312.290311
  nChanged 2
		SP:Iteration 23Q (16179.310000 sec): 3 clusters
  Score: Raw -9117004.551445 + Penalty 3690.613387 = -9113313.938058
  nChanged 1
		SP:Iteration 24Q (16179.880000 sec): 3 clusters
  Score: Raw -9117004.871780 + Penalty 3690.613387 = -9113314.258393
  nChanged 1
		SP:Iteration 25Q (16180.450000 sec): 3 clusters
  Score: Raw -9117005.061503 + Penalty 3690.613387 = -9113314.448116
  nChanged 1
		SP:Iteration 26Q (16181.050000 sec): 3 clusters
  Score: Raw -9117005.256718 + Penalty 3690.613387 = -9113314.643331
  nChanged 1
		SP:Iteration 27Q (16181.520000 sec): 3 clusters
  Score: Raw -9117005.545380 + Penalty 3690.613387 = -9113314.931993
  nChanged 0
		SP:Iteration 28F (16182.040000 sec): 3 clusters
  Score: Raw -9117005.545380 + Penalty 3690.613387 = -9113314.931993
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16182.260000 sec): 2 clusters
  Score: Raw -2648961.037184 + Penalty 1644.206789 = -2647316.830395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16182.610000 sec): 3 clusters
  Score: Raw -2633827.090183 + Penalty 3288.413578 = -2630538.676605
  nChanged 11310
		SP:Iteration 1F (16182.920000 sec): 3 clusters
  Score: Raw -2640097.640234 + Penalty 3288.413578 = -2636809.226655
  nChanged 1227
		SP:Iteration 2Q (16183.180000 sec): 3 clusters
  Score: Raw -2640589.195498 + Penalty 3288.413578 = -2637300.781920
  nChanged 1333
		SP:Iteration 3F (16183.540000 sec): 3 clusters
  Score: Raw -2641267.413743 + Penalty 3288.413578 = -2637979.000165
  nChanged 1580
		SP:Iteration 4F (16183.860000 sec): 3 clusters
  Score: Raw -2642254.287297 + Penalty 3288.413578 = -2638965.873719
  nChanged 1834
		SP:Iteration 5F (16184.180000 sec): 3 clusters
  Score: Raw -2643599.703189 + Penalty 3288.413578 = -2640311.289611
  nChanged 1912
		SP:Iteration 6F (16184.470000 sec): 3 clusters
  Score: Raw -2645108.558579 + Penalty 3288.413578 = -2641820.145001
  nChanged 1651
		SP:Iteration 7F (16184.840000 sec): 3 clusters
  Score: Raw -2646387.426575 + Penalty 3288.413578 = -2643099.012997
  nChanged 1215
		SP:Iteration 8Q (16185.110000 sec): 3 clusters
  Score: Raw -2647285.175065 + Penalty 3288.413578 = -2643996.761487
  nChanged 836
		SP:Iteration 9Q (16185.460000 sec): 3 clusters
  Score: Raw -2647883.157997 + Penalty 3288.413578 = -2644594.744419
  nChanged 560
		SP:Iteration 10Q (16185.760000 sec): 3 clusters
  Score: Raw -2648273.233399 + Penalty 3288.413578 = -2644984.819820
  nChanged 373
		SP:Iteration 11Q (16186.100000 sec): 3 clusters
  Score: Raw -2648523.151163 + Penalty 3288.413578 = -2645234.737585
  nChanged 269
		SP:Iteration 12Q (16186.440000 sec): 3 clusters
  Score: Raw -2648696.152242 + Penalty 3288.413578 = -2645407.738664
  nChanged 217
		SP:Iteration 13Q (16186.740000 sec): 3 clusters
  Score: Raw -2648826.290018 + Penalty 3288.413578 = -2645537.876440
  nChanged 139
		SP:Iteration 14Q (16187.000000 sec): 3 clusters
  Score: Raw -2648907.487258 + Penalty 3288.413578 = -2645619.073680
  nChanged 118
		SP:Iteration 15Q (16187.280000 sec): 3 clusters
  Score: Raw -2648986.745905 + Penalty 3288.413578 = -2645698.332327
  nChanged 86
		SP:Iteration 16Q (16187.580000 sec): 3 clusters
  Score: Raw -2649031.386674 + Penalty 3288.413578 = -2645742.973095
  nChanged 63
		SP:Iteration 17Q (16187.850000 sec): 3 clusters
  Score: Raw -2649068.950192 + Penalty 3288.413578 = -2645780.536614
  nChanged 52
		SP:Iteration 18Q (16188.170000 sec): 3 clusters
  Score: Raw -2649096.985199 + Penalty 3288.413578 = -2645808.571621
  nChanged 27
		SP:Iteration 19Q (16188.480000 sec): 3 clusters
  Score: Raw -2649109.370995 + Penalty 3288.413578 = -2645820.957416
  nChanged 23
		SP:Iteration 20F (16188.830000 sec): 3 clusters
  Score: Raw -2649121.489131 + Penalty 3288.413578 = -2645833.075553
  nChanged 18
		SP:Iteration 21Q (16189.130000 sec): 3 clusters
  Score: Raw -2649131.863450 + Penalty 3288.413578 = -2645843.449872
  nChanged 20
		SP:Iteration 22Q (16189.440000 sec): 3 clusters
  Score: Raw -2649142.175509 + Penalty 3288.413578 = -2645853.761931
  nChanged 14
		SP:Iteration 23Q (16189.750000 sec): 3 clusters
  Score: Raw -2649148.362581 + Penalty 3288.413578 = -2645859.949002
  nChanged 12
		SP:Iteration 24Q (16190.060000 sec): 3 clusters
  Score: Raw -2649154.868275 + Penalty 3288.413578 = -2645866.454697
  nChanged 8
		SP:Iteration 25Q (16190.380000 sec): 3 clusters
  Score: Raw -2649160.177201 + Penalty 3288.413578 = -2645871.763623
  nChanged 10
		SP:Iteration 26Q (16190.660000 sec): 3 clusters
  Score: Raw -2649167.484076 + Penalty 3288.413578 = -2645879.070498
  nChanged 8
		SP:Iteration 27Q (16190.960000 sec): 3 clusters
  Score: Raw -2649171.264780 + Penalty 3288.413578 = -2645882.851202
  nChanged 7
		SP:Iteration 28Q (16191.280000 sec): 3 clusters
  Score: Raw -2649174.793478 + Penalty 3288.413578 = -2645886.379900
  nChanged 7
		SP:Iteration 29Q (16191.580000 sec): 3 clusters
  Score: Raw -2649177.397884 + Penalty 3288.413578 = -2645888.984306
  nChanged 5
		SP:Iteration 30Q (16191.860000 sec): 3 clusters
  Score: Raw -2649180.048472 + Penalty 3288.413578 = -2645891.634894
  nChanged 4
		SP:Iteration 31Q (16192.200000 sec): 3 clusters
  Score: Raw -2649183.268270 + Penalty 3288.413578 = -2645894.854691
  nChanged 6
		SP:Iteration 32Q (16192.480000 sec): 3 clusters
  Score: Raw -2649186.158700 + Penalty 3288.413578 = -2645897.745122
  nChanged 4
		SP:Iteration 33Q (16192.730000 sec): 3 clusters
  Score: Raw -2649189.869231 + Penalty 3288.413578 = -2645901.455653
  nChanged 8
		SP:Iteration 34Q (16193.000000 sec): 3 clusters
  Score: Raw -2649194.603435 + Penalty 3288.413578 = -2645906.189857
  nChanged 5
		SP:Iteration 35Q (16193.300000 sec): 3 clusters
  Score: Raw -2649197.028924 + Penalty 3288.413578 = -2645908.615346
  nChanged 8
		SP:Iteration 36Q (16193.560000 sec): 3 clusters
  Score: Raw -2649200.991186 + Penalty 3288.413578 = -2645912.577608
  nChanged 6
		SP:Iteration 37Q (16193.880000 sec): 3 clusters
  Score: Raw -2649203.714812 + Penalty 3288.413578 = -2645915.301234
  nChanged 4
		SP:Iteration 38Q (16194.170000 sec): 3 clusters
  Score: Raw -2649205.487942 + Penalty 3288.413578 = -2645917.074364
  nChanged 2
		SP:Iteration 39Q (16194.500000 sec): 3 clusters
  Score: Raw -2649206.288564 + Penalty 3288.413578 = -2645917.874986
  nChanged 0
		SP:Iteration 40F (16194.830000 sec): 3 clusters
  Score: Raw -2649206.288564 + Penalty 3288.413578 = -2645917.874986
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16194.930000 sec): 2 clusters
  Score: Raw -161682.670943 + Penalty 1198.071285 = -160484.599658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16195.080000 sec): 3 clusters
  Score: Raw -161039.095028 + Penalty 2396.142569 = -158642.952459
  nChanged 543
		SP:Iteration 1F (16195.280000 sec): 3 clusters
  Score: Raw -161461.273129 + Penalty 2396.142569 = -159065.130559
  nChanged 135
		SP:Iteration 2F (16195.440000 sec): 3 clusters
  Score: Raw -161596.277599 + Penalty 2396.142569 = -159200.135029
  nChanged 83
		SP:Iteration 3F (16195.630000 sec): 3 clusters
  Score: Raw -161670.392670 + Penalty 2396.142569 = -159274.250101
  nChanged 59
		SP:Iteration 4Q (16195.850000 sec): 3 clusters
  Score: Raw -161721.037052 + Penalty 2396.142569 = -159324.894483
  nChanged 55
		SP:Iteration 5Q (16196.020000 sec): 3 clusters
  Score: Raw -161773.251771 + Penalty 2396.142569 = -159377.109202
  nChanged 46
		SP:Iteration 6Q (16196.240000 sec): 3 clusters
  Score: Raw -161802.735587 + Penalty 2396.142569 = -159406.593018
  nChanged 25
		SP:Iteration 7Q (16196.410000 sec): 3 clusters
  Score: Raw -161819.865573 + Penalty 2396.142569 = -159423.723004
  nChanged 22
		SP:Iteration 8Q (16196.630000 sec): 3 clusters
  Score: Raw -161836.802408 + Penalty 2396.142569 = -159440.659839
  nChanged 16
		SP:Iteration 9Q (16196.840000 sec): 3 clusters
  Score: Raw -161850.272863 + Penalty 2396.142569 = -159454.130294
  nChanged 14
		SP:Iteration 10Q (16197.010000 sec): 3 clusters
  Score: Raw -161858.362675 + Penalty 2396.142569 = -159462.220106
  nChanged 13
		SP:Iteration 11Q (16197.140000 sec): 3 clusters
  Score: Raw -161867.239503 + Penalty 2396.142569 = -159471.096934
  nChanged 10
		SP:Iteration 12Q (16197.280000 sec): 3 clusters
  Score: Raw -161875.549877 + Penalty 2396.142569 = -159479.407308
  nChanged 13
		SP:Iteration 13Q (16197.450000 sec): 3 clusters
  Score: Raw -161884.533346 + Penalty 2396.142569 = -159488.390777
  nChanged 11
		SP:Iteration 14Q (16197.610000 sec): 3 clusters
  Score: Raw -161892.563270 + Penalty 2396.142569 = -159496.420701
  nChanged 9
		SP:Iteration 15Q (16197.800000 sec): 3 clusters
  Score: Raw -161899.158005 + Penalty 2396.142569 = -159503.015436
  nChanged 8
		SP:Iteration 16Q (16197.940000 sec): 3 clusters
  Score: Raw -161903.200421 + Penalty 2396.142569 = -159507.057852
  nChanged 8
		SP:Iteration 17Q (16198.110000 sec): 3 clusters
  Score: Raw -161910.467903 + Penalty 2396.142569 = -159514.325334
  nChanged 8
		SP:Iteration 18Q (16198.280000 sec): 3 clusters
  Score: Raw -161917.562626 + Penalty 2396.142569 = -159521.420057
  nChanged 5
		SP:Iteration 19Q (16198.450000 sec): 3 clusters
  Score: Raw -161920.304401 + Penalty 2396.142569 = -159524.161832
  nChanged 3
		SP:Iteration 20F (16198.660000 sec): 3 clusters
  Score: Raw -161922.544628 + Penalty 2396.142569 = -159526.402059
  nChanged 2
		SP:Iteration 21Q (16198.860000 sec): 3 clusters
  Score: Raw -161925.240117 + Penalty 2396.142569 = -159529.097548
  nChanged 4
		SP:Iteration 22Q (16199.050000 sec): 3 clusters
  Score: Raw -161928.768182 + Penalty 2396.142569 = -159532.625613
  nChanged 5
		SP:Iteration 23Q (16199.210000 sec): 3 clusters
  Score: Raw -161932.902056 + Penalty 2396.142569 = -159536.759487
  nChanged 3
		SP:Iteration 24Q (16199.440000 sec): 3 clusters
  Score: Raw -161934.838851 + Penalty 2396.142569 = -159538.696281
  nChanged 2
		SP:Iteration 25Q (16199.600000 sec): 3 clusters
  Score: Raw -161935.694113 + Penalty 2396.142569 = -159539.551544
  nChanged 3
		SP:Iteration 26Q (16199.790000 sec): 3 clusters
  Score: Raw -161936.826372 + Penalty 2396.142569 = -159540.683802
  nChanged 0
		SP:Iteration 27F (16199.960000 sec): 3 clusters
  Score: Raw -161936.826372 + Penalty 2396.142569 = -159540.683802
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16200.130000 sec): 2 clusters
  Score: Raw -1537589.305382 + Penalty 1564.013611 = -1536025.291770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16200.420000 sec): 3 clusters
  Score: Raw -1528651.429309 + Penalty 3128.027223 = -1525523.402086
  nChanged 6758
		SP:Iteration 1F (16200.690000 sec): 3 clusters
  Score: Raw -1532140.670175 + Penalty 3128.027223 = -1529012.642952
  nChanged 768
		SP:Iteration 2F (16200.940000 sec): 3 clusters
  Score: Raw -1532414.679705 + Penalty 3128.027223 = -1529286.652483
  nChanged 717
		SP:Iteration 3Q (16201.200000 sec): 3 clusters
  Score: Raw -1532664.598981 + Penalty 3128.027223 = -1529536.571758
  nChanged 673
		SP:Iteration 4Q (16201.440000 sec): 3 clusters
  Score: Raw -1532942.487435 + Penalty 3128.027223 = -1529814.460213
  nChanged 664
		SP:Iteration 5Q (16201.720000 sec): 3 clusters
  Score: Raw -1533241.602050 + Penalty 3128.027223 = -1530113.574828
  nChanged 641
		SP:Iteration 6Q (16201.970000 sec): 3 clusters
  Score: Raw -1533584.499980 + Penalty 3128.027223 = -1530456.472757
  nChanged 693
		SP:Iteration 7Q (16202.230000 sec): 3 clusters
  Score: Raw -1533954.249844 + Penalty 3128.027223 = -1530826.222621
  nChanged 743
		SP:Iteration 8Q (16202.500000 sec): 3 clusters
  Score: Raw -1534371.288949 + Penalty 3128.027223 = -1531243.261726
  nChanged 737
		SP:Iteration 9Q (16202.720000 sec): 3 clusters
  Score: Raw -1534840.725478 + Penalty 3128.027223 = -1531712.698255
  nChanged 820
		SP:Iteration 10F (16202.970000 sec): 3 clusters
  Score: Raw -1535417.646712 + Penalty 3128.027223 = -1532289.619490
  nChanged 854
		SP:Iteration 11F (16203.250000 sec): 3 clusters
  Score: Raw -1536042.986116 + Penalty 3128.027223 = -1532914.958893
  nChanged 784
		SP:Iteration 12F (16203.470000 sec): 3 clusters
  Score: Raw -1536595.355890 + Penalty 3128.027223 = -1533467.328667
  nChanged 646
		SP:Iteration 13Q (16203.720000 sec): 3 clusters
  Score: Raw -1537022.309435 + Penalty 3128.027223 = -1533894.282212
  nChanged 508
		SP:Iteration 14Q (16203.970000 sec): 3 clusters
  Score: Raw -1537366.652118 + Penalty 3128.027223 = -1534238.624895
  nChanged 405
		SP:Iteration 15Q (16204.320000 sec): 3 clusters
  Score: Raw -1537646.474291 + Penalty 3128.027223 = -1534518.447068
  nChanged 346
		SP:Iteration 16Q (16204.550000 sec): 3 clusters
  Score: Raw -1537875.332132 + Penalty 3128.027223 = -1534747.304909
  nChanged 249
		SP:Iteration 17Q (16204.810000 sec): 3 clusters
  Score: Raw -1538001.241062 + Penalty 3128.027223 = -1534873.213839
  nChanged 189
		SP:Iteration 18Q (16205.160000 sec): 3 clusters
  Score: Raw -1538079.448918 + Penalty 3128.027223 = -1534951.421695
  nChanged 132
		SP:Iteration 19Q (16205.410000 sec): 3 clusters
  Score: Raw -1538115.024468 + Penalty 3128.027223 = -1534986.997245
  nChanged 89
		SP:Iteration 20F (16205.680000 sec): 3 clusters
  Score: Raw -1538134.174923 + Penalty 3128.027223 = -1535006.147700
  nChanged 68
		SP:Iteration 21Q (16205.920000 sec): 3 clusters
  Score: Raw -1538146.352830 + Penalty 3128.027223 = -1535018.325607
  nChanged 47
		SP:Iteration 22Q (16206.210000 sec): 3 clusters
  Score: Raw -1538154.708960 + Penalty 3128.027223 = -1535026.681737
  nChanged 41
		SP:Iteration 23Q (16206.500000 sec): 3 clusters
  Score: Raw -1538160.288573 + Penalty 3128.027223 = -1535032.261350
  nChanged 29
		SP:Iteration 24Q (16206.730000 sec): 3 clusters
  Score: Raw -1538163.477184 + Penalty 3128.027223 = -1535035.449961
  nChanged 19
		SP:Iteration 25Q (16207.030000 sec): 3 clusters
  Score: Raw -1538165.391542 + Penalty 3128.027223 = -1535037.364319
  nChanged 19
		SP:Iteration 26Q (16207.230000 sec): 3 clusters
  Score: Raw -1538167.229036 + Penalty 3128.027223 = -1535039.201813
  nChanged 17
		SP:Iteration 27Q (16207.500000 sec): 3 clusters
  Score: Raw -1538168.813636 + Penalty 3128.027223 = -1535040.786413
  nChanged 15
		SP:Iteration 28Q (16207.760000 sec): 3 clusters
  Score: Raw -1538170.081347 + Penalty 3128.027223 = -1535042.054124
  nChanged 11
		SP:Iteration 29Q (16208.000000 sec): 3 clusters
  Score: Raw -1538170.647741 + Penalty 3128.027223 = -1535042.620518
  nChanged 7
		SP:Iteration 30Q (16208.220000 sec): 3 clusters
  Score: Raw -1538171.142093 + Penalty 3128.027223 = -1535043.114870
  nChanged 9
		SP:Iteration 31Q (16208.460000 sec): 3 clusters
  Score: Raw -1538171.874318 + Penalty 3128.027223 = -1535043.847096
  nChanged 12
		SP:Iteration 32Q (16208.680000 sec): 3 clusters
  Score: Raw -1538173.775727 + Penalty 3128.027223 = -1535045.748504
  nChanged 12
		SP:Iteration 33Q (16208.950000 sec): 3 clusters
  Score: Raw -1538175.344178 + Penalty 3128.027223 = -1535047.316955
  nChanged 11
		SP:Iteration 34Q (16209.220000 sec): 3 clusters
  Score: Raw -1538176.371845 + Penalty 3128.027223 = -1535048.344622
  nChanged 10
		SP:Iteration 35Q (16209.460000 sec): 3 clusters
  Score: Raw -1538176.971211 + Penalty 3128.027223 = -1535048.943989
  nChanged 7
		SP:Iteration 36Q (16209.760000 sec): 3 clusters
  Score: Raw -1538177.619961 + Penalty 3128.027223 = -1535049.592739
  nChanged 9
		SP:Iteration 37Q (16209.960000 sec): 3 clusters
  Score: Raw -1538178.463857 + Penalty 3128.027223 = -1535050.436634
  nChanged 10
		SP:Iteration 38Q (16210.270000 sec): 3 clusters
  Score: Raw -1538179.167560 + Penalty 3128.027223 = -1535051.140337
  nChanged 8
		SP:Iteration 39Q (16210.530000 sec): 3 clusters
  Score: Raw -1538179.921543 + Penalty 3128.027223 = -1535051.894320
  nChanged 11
		SP:Iteration 40F (16210.810000 sec): 3 clusters
  Score: Raw -1538180.692385 + Penalty 3128.027223 = -1535052.665162
  nChanged 10
		SP:Iteration 41Q (16211.160000 sec): 3 clusters
  Score: Raw -1538181.446280 + Penalty 3128.027223 = -1535053.419057
  nChanged 10
		SP:Iteration 42Q (16211.400000 sec): 3 clusters
  Score: Raw -1538182.768964 + Penalty 3128.027223 = -1535054.741742
  nChanged 11
		SP:Iteration 43Q (16211.700000 sec): 3 clusters
  Score: Raw -1538184.051776 + Penalty 3128.027223 = -1535056.024554
  nChanged 11
		SP:Iteration 44Q (16211.950000 sec): 3 clusters
  Score: Raw -1538185.325309 + Penalty 3128.027223 = -1535057.298086
  nChanged 12
		SP:Iteration 45Q (16212.180000 sec): 3 clusters
  Score: Raw -1538186.533409 + Penalty 3128.027223 = -1535058.506186
  nChanged 16
		SP:Iteration 46Q (16212.440000 sec): 3 clusters
  Score: Raw -1538188.097593 + Penalty 3128.027223 = -1535060.070370
  nChanged 12
		SP:Iteration 47Q (16212.680000 sec): 3 clusters
  Score: Raw -1538189.091287 + Penalty 3128.027223 = -1535061.064065
  nChanged 7
		SP:Iteration 48Q (16212.940000 sec): 3 clusters
  Score: Raw -1538189.712297 + Penalty 3128.027223 = -1535061.685075
  nChanged 8
		SP:Iteration 49Q (16213.210000 sec): 3 clusters
  Score: Raw -1538190.340905 + Penalty 3128.027223 = -1535062.313682
  nChanged 11
		SP:Iteration 50Q (16213.420000 sec): 3 clusters
  Score: Raw -1538191.271039 + Penalty 3128.027223 = -1535063.243816
  nChanged 9
		SP:Iteration 51Q (16213.660000 sec): 3 clusters
  Score: Raw -1538191.876553 + Penalty 3128.027223 = -1535063.849330
  nChanged 5
		SP:Iteration 52Q (16213.890000 sec): 3 clusters
  Score: Raw -1538192.174949 + Penalty 3128.027223 = -1535064.147726
  nChanged 5
		SP:Iteration 53Q (16214.150000 sec): 3 clusters
  Score: Raw -1538192.577531 + Penalty 3128.027223 = -1535064.550308
  nChanged 8
		SP:Iteration 54Q (16214.410000 sec): 3 clusters
  Score: Raw -1538193.249004 + Penalty 3128.027223 = -1535065.221781
  nChanged 8
		SP:Iteration 55Q (16214.670000 sec): 3 clusters
  Score: Raw -1538194.020249 + Penalty 3128.027223 = -1535065.993027
  nChanged 6
		SP:Iteration 56Q (16214.960000 sec): 3 clusters
  Score: Raw -1538194.938164 + Penalty 3128.027223 = -1535066.910941
  nChanged 12
		SP:Iteration 57Q (16215.190000 sec): 3 clusters
  Score: Raw -1538196.473611 + Penalty 3128.027223 = -1535068.446388
  nChanged 14
		SP:Iteration 58Q (16215.490000 sec): 3 clusters
  Score: Raw -1538198.397609 + Penalty 3128.027223 = -1535070.370387
  nChanged 10
		SP:Iteration 59Q (16215.740000 sec): 3 clusters
  Score: Raw -1538199.655661 + Penalty 3128.027223 = -1535071.628438
  nChanged 11
		SP:Iteration 60F (16216.000000 sec): 3 clusters
  Score: Raw -1538200.923750 + Penalty 3128.027223 = -1535072.896527
  nChanged 11
		SP:Iteration 61Q (16216.190000 sec): 3 clusters
  Score: Raw -1538202.117644 + Penalty 3128.027223 = -1535074.090421
  nChanged 11
		SP:Iteration 62Q (16216.440000 sec): 3 clusters
  Score: Raw -1538203.230523 + Penalty 3128.027223 = -1535075.203300
  nChanged 9
		SP:Iteration 63Q (16216.730000 sec): 3 clusters
  Score: Raw -1538204.160456 + Penalty 3128.027223 = -1535076.133233
  nChanged 8
		SP:Iteration 64Q (16217.020000 sec): 3 clusters
  Score: Raw -1538205.003783 + Penalty 3128.027223 = -1535076.976560
  nChanged 5
		SP:Iteration 65Q (16217.280000 sec): 3 clusters
  Score: Raw -1538205.506818 + Penalty 3128.027223 = -1535077.479595
  nChanged 10
		SP:Iteration 66Q (16217.510000 sec): 3 clusters
  Score: Raw -1538206.947034 + Penalty 3128.027223 = -1535078.919811
  nChanged 14
		SP:Iteration 67Q (16217.810000 sec): 3 clusters
  Score: Raw -1538208.737510 + Penalty 3128.027223 = -1535080.710287
  nChanged 15
		SP:Iteration 68Q (16218.080000 sec): 3 clusters
  Score: Raw -1538211.461350 + Penalty 3128.027223 = -1535083.434127
  nChanged 18
		SP:Iteration 69Q (16218.320000 sec): 3 clusters
  Score: Raw -1538213.753156 + Penalty 3128.027223 = -1535085.725933
  nChanged 21
		SP:Iteration 70Q (16218.540000 sec): 3 clusters
  Score: Raw -1538216.664956 + Penalty 3128.027223 = -1535088.637733
  nChanged 16
		SP:Iteration 71Q (16218.820000 sec): 3 clusters
  Score: Raw -1538218.930371 + Penalty 3128.027223 = -1535090.903148
  nChanged 26
		SP:Iteration 72Q (16219.040000 sec): 3 clusters
  Score: Raw -1538222.313346 + Penalty 3128.027223 = -1535094.286123
  nChanged 15
		SP:Iteration 73Q (16219.300000 sec): 3 clusters
  Score: Raw -1538223.935097 + Penalty 3128.027223 = -1535095.907874
  nChanged 13
		SP:Iteration 74Q (16219.560000 sec): 3 clusters
  Score: Raw -1538225.788122 + Penalty 3128.027223 = -1535097.760900
  nChanged 18
		SP:Iteration 75Q (16219.820000 sec): 3 clusters
  Score: Raw -1538228.869330 + Penalty 3128.027223 = -1535100.842107
  nChanged 20
		SP:Iteration 76Q (16220.080000 sec): 3 clusters
  Score: Raw -1538231.694746 + Penalty 3128.027223 = -1535103.667524
  nChanged 14
		SP:Iteration 77Q (16220.320000 sec): 3 clusters
  Score: Raw -1538234.114464 + Penalty 3128.027223 = -1535106.087241
  nChanged 11
		SP:Iteration 78Q (16220.570000 sec): 3 clusters
  Score: Raw -1538234.896693 + Penalty 3128.027223 = -1535106.869471
  nChanged 5
		SP:Iteration 79Q (16220.780000 sec): 3 clusters
  Score: Raw -1538235.283862 + Penalty 3128.027223 = -1535107.256639
  nChanged 3
		SP:Iteration 80F (16221.030000 sec): 3 clusters
  Score: Raw -1538235.555502 + Penalty 3128.027223 = -1535107.528279
  nChanged 6
		SP:Iteration 81Q (16221.220000 sec): 3 clusters
  Score: Raw -1538236.380947 + Penalty 3128.027223 = -1535108.353725
  nChanged 11
		SP:Iteration 82Q (16221.450000 sec): 3 clusters
  Score: Raw -1538237.759591 + Penalty 3128.027223 = -1535109.732368
  nChanged 11
		SP:Iteration 83Q (16221.690000 sec): 3 clusters
  Score: Raw -1538238.747020 + Penalty 3128.027223 = -1535110.719797
  nChanged 7
		SP:Iteration 84Q (16222.000000 sec): 3 clusters
  Score: Raw -1538239.259708 + Penalty 3128.027223 = -1535111.232485
  nChanged 4
		SP:Iteration 85Q (16222.180000 sec): 3 clusters
  Score: Raw -1538239.599361 + Penalty 3128.027223 = -1535111.572138
  nChanged 3
		SP:Iteration 86Q (16222.440000 sec): 3 clusters
  Score: Raw -1538239.824113 + Penalty 3128.027223 = -1535111.796890
  nChanged 2
		SP:Iteration 87Q (16222.660000 sec): 3 clusters
  Score: Raw -1538239.999034 + Penalty 3128.027223 = -1535111.971811
  nChanged 0
		SP:Iteration 88F (16222.890000 sec): 3 clusters
  Score: Raw -1538239.999034 + Penalty 3128.027223 = -1535111.971811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16223.030000 sec): 2 clusters
  Score: Raw -1106835.035866 + Penalty 1502.787834 = -1105332.248032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16223.250000 sec): 3 clusters
  Score: Raw -1100904.412865 + Penalty 3005.575668 = -1097898.837197
  nChanged 4488
		SP:Iteration 1F (16223.440000 sec): 3 clusters
  Score: Raw -1103388.261800 + Penalty 3005.575668 = -1100382.686132
  nChanged 670
		SP:Iteration 2F (16223.660000 sec): 3 clusters
  Score: Raw -1103733.348009 + Penalty 3005.575668 = -1100727.772341
  nChanged 598
		SP:Iteration 3F (16223.900000 sec): 3 clusters
  Score: Raw -1104067.837387 + Penalty 3005.575668 = -1101062.261719
  nChanged 579
		SP:Iteration 4F (16224.080000 sec): 3 clusters
  Score: Raw -1104419.905284 + Penalty 3005.575668 = -1101414.329616
  nChanged 584
		SP:Iteration 5F (16224.300000 sec): 3 clusters
  Score: Raw -1104839.661378 + Penalty 3005.575668 = -1101834.085710
  nChanged 638
		SP:Iteration 6F (16224.520000 sec): 3 clusters
  Score: Raw -1105355.794292 + Penalty 3005.575668 = -1102350.218624
  nChanged 640
		SP:Iteration 7F (16224.720000 sec): 3 clusters
  Score: Raw -1105918.050347 + Penalty 3005.575668 = -1102912.474679
  nChanged 564
		SP:Iteration 8F (16224.930000 sec): 3 clusters
  Score: Raw -1106450.986565 + Penalty 3005.575668 = -1103445.410897
  nChanged 547
		SP:Iteration 9F (16225.160000 sec): 3 clusters
  Score: Raw -1107082.659499 + Penalty 3005.575668 = -1104077.083831
  nChanged 507
		SP:Iteration 10Q (16225.350000 sec): 3 clusters
  Score: Raw -1107596.841459 + Penalty 3005.575668 = -1104591.265791
  nChanged 384
		SP:Iteration 11Q (16225.590000 sec): 3 clusters
  Score: Raw -1107856.406542 + Penalty 3005.575668 = -1104850.830874
  nChanged 233
		SP:Iteration 12Q (16225.820000 sec): 3 clusters
  Score: Raw -1107956.558992 + Penalty 3005.575668 = -1104950.983324
  nChanged 147
		SP:Iteration 13Q (16226.030000 sec): 3 clusters
  Score: Raw -1108008.992591 + Penalty 3005.575668 = -1105003.416923
  nChanged 88
		SP:Iteration 14Q (16226.260000 sec): 3 clusters
  Score: Raw -1108035.462054 + Penalty 3005.575668 = -1105029.886386
  nChanged 66
		SP:Iteration 15Q (16226.490000 sec): 3 clusters
  Score: Raw -1108053.048245 + Penalty 3005.575668 = -1105047.472577
  nChanged 51
		SP:Iteration 16Q (16226.680000 sec): 3 clusters
  Score: Raw -1108063.839651 + Penalty 3005.575668 = -1105058.263983
  nChanged 37
		SP:Iteration 17Q (16226.910000 sec): 3 clusters
  Score: Raw -1108070.879723 + Penalty 3005.575668 = -1105065.304055
  nChanged 30
		SP:Iteration 18Q (16227.140000 sec): 3 clusters
  Score: Raw -1108078.533971 + Penalty 3005.575668 = -1105072.958303
  nChanged 28
		SP:Iteration 19Q (16227.370000 sec): 3 clusters
  Score: Raw -1108083.553134 + Penalty 3005.575668 = -1105077.977466
  nChanged 21
		SP:Iteration 20F (16227.550000 sec): 3 clusters
  Score: Raw -1108087.009019 + Penalty 3005.575668 = -1105081.433351
  nChanged 25
		SP:Iteration 21Q (16227.760000 sec): 3 clusters
  Score: Raw -1108090.460304 + Penalty 3005.575668 = -1105084.884636
  nChanged 22
		SP:Iteration 22Q (16227.990000 sec): 3 clusters
  Score: Raw -1108095.174739 + Penalty 3005.575668 = -1105089.599071
  nChanged 35
		SP:Iteration 23Q (16228.190000 sec): 3 clusters
  Score: Raw -1108101.285575 + Penalty 3005.575668 = -1105095.709907
  nChanged 24
		SP:Iteration 24Q (16228.430000 sec): 3 clusters
  Score: Raw -1108105.446031 + Penalty 3005.575668 = -1105099.870363
  nChanged 30
		SP:Iteration 25Q (16228.630000 sec): 3 clusters
  Score: Raw -1108110.974752 + Penalty 3005.575668 = -1105105.399084
  nChanged 29
		SP:Iteration 26Q (16228.900000 sec): 3 clusters
  Score: Raw -1108115.296116 + Penalty 3005.575668 = -1105109.720448
  nChanged 19
		SP:Iteration 27Q (16229.090000 sec): 3 clusters
  Score: Raw -1108118.281676 + Penalty 3005.575668 = -1105112.706008
  nChanged 18
		SP:Iteration 28Q (16229.330000 sec): 3 clusters
  Score: Raw -1108121.171115 + Penalty 3005.575668 = -1105115.595447
  nChanged 20
		SP:Iteration 29Q (16229.600000 sec): 3 clusters
  Score: Raw -1108125.285658 + Penalty 3005.575668 = -1105119.709990
  nChanged 17
		SP:Iteration 30Q (16229.790000 sec): 3 clusters
  Score: Raw -1108128.564393 + Penalty 3005.575668 = -1105122.988725
  nChanged 13
		SP:Iteration 31Q (16230.020000 sec): 3 clusters
  Score: Raw -1108130.390336 + Penalty 3005.575668 = -1105124.814668
  nChanged 16
		SP:Iteration 32Q (16230.220000 sec): 3 clusters
  Score: Raw -1108133.093870 + Penalty 3005.575668 = -1105127.518202
  nChanged 20
		SP:Iteration 33Q (16230.450000 sec): 3 clusters
  Score: Raw -1108136.615898 + Penalty 3005.575668 = -1105131.040230
  nChanged 17
		SP:Iteration 34Q (16230.670000 sec): 3 clusters
  Score: Raw -1108139.592722 + Penalty 3005.575668 = -1105134.017054
  nChanged 21
		SP:Iteration 35Q (16230.890000 sec): 3 clusters
  Score: Raw -1108142.392193 + Penalty 3005.575668 = -1105136.816525
  nChanged 14
		SP:Iteration 36Q (16231.120000 sec): 3 clusters
  Score: Raw -1108144.357804 + Penalty 3005.575668 = -1105138.782136
  nChanged 15
		SP:Iteration 37Q (16231.330000 sec): 3 clusters
  Score: Raw -1108146.632973 + Penalty 3005.575668 = -1105141.057305
  nChanged 15
		SP:Iteration 38Q (16231.570000 sec): 3 clusters
  Score: Raw -1108148.502434 + Penalty 3005.575668 = -1105142.926766
  nChanged 16
		SP:Iteration 39Q (16231.760000 sec): 3 clusters
  Score: Raw -1108151.722007 + Penalty 3005.575668 = -1105146.146339
  nChanged 25
		SP:Iteration 40F (16232.020000 sec): 3 clusters
  Score: Raw -1108157.648373 + Penalty 3005.575668 = -1105152.072705
  nChanged 26
		SP:Iteration 41Q (16232.230000 sec): 3 clusters
  Score: Raw -1108165.366073 + Penalty 3005.575668 = -1105159.790405
  nChanged 30
		SP:Iteration 42Q (16232.420000 sec): 3 clusters
  Score: Raw -1108172.209036 + Penalty 3005.575668 = -1105166.633368
  nChanged 21
		SP:Iteration 43Q (16232.670000 sec): 3 clusters
  Score: Raw -1108176.415199 + Penalty 3005.575668 = -1105170.839531
  nChanged 23
		SP:Iteration 44Q (16232.870000 sec): 3 clusters
  Score: Raw -1108180.786571 + Penalty 3005.575668 = -1105175.210903
  nChanged 20
		SP:Iteration 45Q (16233.150000 sec): 3 clusters
  Score: Raw -1108184.579949 + Penalty 3005.575668 = -1105179.004281
  nChanged 17
		SP:Iteration 46Q (16233.360000 sec): 3 clusters
  Score: Raw -1108186.818384 + Penalty 3005.575668 = -1105181.242716
  nChanged 12
		SP:Iteration 47Q (16233.580000 sec): 3 clusters
  Score: Raw -1108188.413285 + Penalty 3005.575668 = -1105182.837617
  nChanged 10
		SP:Iteration 48Q (16233.820000 sec): 3 clusters
  Score: Raw -1108189.542630 + Penalty 3005.575668 = -1105183.966962
  nChanged 6
		SP:Iteration 49Q (16234.040000 sec): 3 clusters
  Score: Raw -1108190.148489 + Penalty 3005.575668 = -1105184.572821
  nChanged 3
		SP:Iteration 50Q (16234.290000 sec): 3 clusters
  Score: Raw -1108190.443865 + Penalty 3005.575668 = -1105184.868197
  nChanged 5
		SP:Iteration 51Q (16234.510000 sec): 3 clusters
  Score: Raw -1108190.898662 + Penalty 3005.575668 = -1105185.322994
  nChanged 2
		SP:Iteration 52Q (16234.740000 sec): 3 clusters
  Score: Raw -1108191.146554 + Penalty 3005.575668 = -1105185.570886
  nChanged 2
		SP:Iteration 53Q (16235.030000 sec): 3 clusters
  Score: Raw -1108191.401982 + Penalty 3005.575668 = -1105185.826314
  nChanged 1
		SP:Iteration 54Q (16235.250000 sec): 3 clusters
  Score: Raw -1108191.512278 + Penalty 3005.575668 = -1105185.936610
  nChanged 1
		SP:Iteration 55Q (16235.500000 sec): 3 clusters
  Score: Raw -1108191.625515 + Penalty 3005.575668 = -1105186.049847
  nChanged 0
		SP:Iteration 56F (16235.700000 sec): 3 clusters
  Score: Raw -1108191.625515 + Penalty 3005.575668 = -1105186.049847
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16235.860000 sec): 2 clusters
  Score: Raw -1933050.217513 + Penalty 1598.317078 = -1931451.900435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16236.160000 sec): 3 clusters
  Score: Raw -1921827.045698 + Penalty 3196.634156 = -1918630.411542
  nChanged 8427
		SP:Iteration 1F (16236.400000 sec): 3 clusters
  Score: Raw -1926538.155908 + Penalty 3196.634156 = -1923341.521752
  nChanged 986
		SP:Iteration 2F (16236.620000 sec): 3 clusters
  Score: Raw -1926924.420452 + Penalty 3196.634156 = -1923727.786296
  nChanged 910
		SP:Iteration 3Q (16236.890000 sec): 3 clusters
  Score: Raw -1927282.157382 + Penalty 3196.634156 = -1924085.523226
  nChanged 857
		SP:Iteration 4Q (16237.200000 sec): 3 clusters
  Score: Raw -1927635.066005 + Penalty 3196.634156 = -1924438.431849
  nChanged 865
		SP:Iteration 5Q (16237.480000 sec): 3 clusters
  Score: Raw -1928046.124594 + Penalty 3196.634156 = -1924849.490438
  nChanged 956
		SP:Iteration 6F (16237.780000 sec): 3 clusters
  Score: Raw -1928598.792618 + Penalty 3196.634156 = -1925402.158461
  nChanged 1055
		SP:Iteration 7F (16238.080000 sec): 3 clusters
  Score: Raw -1929300.991357 + Penalty 3196.634156 = -1926104.357200
  nChanged 1147
		SP:Iteration 8F (16238.360000 sec): 3 clusters
  Score: Raw -1930186.255164 + Penalty 3196.634156 = -1926989.621008
  nChanged 1112
		SP:Iteration 9F (16238.610000 sec): 3 clusters
  Score: Raw -1931181.144010 + Penalty 3196.634156 = -1927984.509854
  nChanged 989
		SP:Iteration 10F (16238.850000 sec): 3 clusters
  Score: Raw -1932157.639994 + Penalty 3196.634156 = -1928961.005838
  nChanged 793
		SP:Iteration 11Q (16239.110000 sec): 3 clusters
  Score: Raw -1932889.602467 + Penalty 3196.634156 = -1929692.968311
  nChanged 639
		SP:Iteration 12Q (16239.400000 sec): 3 clusters
  Score: Raw -1933461.595880 + Penalty 3196.634156 = -1930264.961724
  nChanged 459
		SP:Iteration 13Q (16239.680000 sec): 3 clusters
  Score: Raw -1933756.892610 + Penalty 3196.634156 = -1930560.258454
  nChanged 306
		SP:Iteration 14Q (16239.960000 sec): 3 clusters
  Score: Raw -1933881.894314 + Penalty 3196.634156 = -1930685.260158
  nChanged 192
		SP:Iteration 15Q (16240.230000 sec): 3 clusters
  Score: Raw -1933936.783218 + Penalty 3196.634156 = -1930740.149062
  nChanged 121
		SP:Iteration 16Q (16240.550000 sec): 3 clusters
  Score: Raw -1933967.118686 + Penalty 3196.634156 = -1930770.484530
  nChanged 93
		SP:Iteration 17Q (16240.810000 sec): 3 clusters
  Score: Raw -1933988.425878 + Penalty 3196.634156 = -1930791.791722
  nChanged 81
		SP:Iteration 18Q (16241.080000 sec): 3 clusters
  Score: Raw -1934005.970825 + Penalty 3196.634156 = -1930809.336669
  nChanged 71
		SP:Iteration 19Q (16241.360000 sec): 3 clusters
  Score: Raw -1934022.678100 + Penalty 3196.634156 = -1930826.043943
  nChanged 71
		SP:Iteration 20F (16241.620000 sec): 3 clusters
  Score: Raw -1934040.212530 + Penalty 3196.634156 = -1930843.578374
  nChanged 60
		SP:Iteration 21Q (16241.850000 sec): 3 clusters
  Score: Raw -1934049.723217 + Penalty 3196.634156 = -1930853.089061
  nChanged 45
		SP:Iteration 22Q (16242.120000 sec): 3 clusters
  Score: Raw -1934057.275156 + Penalty 3196.634156 = -1930860.641000
  nChanged 45
		SP:Iteration 23Q (16242.390000 sec): 3 clusters
  Score: Raw -1934063.703602 + Penalty 3196.634156 = -1930867.069446
  nChanged 34
		SP:Iteration 24Q (16242.720000 sec): 3 clusters
  Score: Raw -1934068.218258 + Penalty 3196.634156 = -1930871.584102
  nChanged 30
		SP:Iteration 25Q (16242.970000 sec): 3 clusters
  Score: Raw -1934071.019318 + Penalty 3196.634156 = -1930874.385162
  nChanged 22
		SP:Iteration 26Q (16243.230000 sec): 3 clusters
  Score: Raw -1934073.019159 + Penalty 3196.634156 = -1930876.385002
  nChanged 15
		SP:Iteration 27Q (16243.530000 sec): 3 clusters
  Score: Raw -1934074.309387 + Penalty 3196.634156 = -1930877.675231
  nChanged 11
		SP:Iteration 28Q (16243.850000 sec): 3 clusters
  Score: Raw -1934075.123768 + Penalty 3196.634156 = -1930878.489612
  nChanged 13
		SP:Iteration 29Q (16244.110000 sec): 3 clusters
  Score: Raw -1934076.499107 + Penalty 3196.634156 = -1930879.864951
  nChanged 15
		SP:Iteration 30Q (16244.390000 sec): 3 clusters
  Score: Raw -1934078.007199 + Penalty 3196.634156 = -1930881.373043
  nChanged 16
		SP:Iteration 31Q (16244.670000 sec): 3 clusters
  Score: Raw -1934079.248499 + Penalty 3196.634156 = -1930882.614343
  nChanged 14
		SP:Iteration 32Q (16244.940000 sec): 3 clusters
  Score: Raw -1934080.215531 + Penalty 3196.634156 = -1930883.581375
  nChanged 12
		SP:Iteration 33Q (16245.200000 sec): 3 clusters
  Score: Raw -1934081.017529 + Penalty 3196.634156 = -1930884.383373
  nChanged 10
		SP:Iteration 34Q (16245.470000 sec): 3 clusters
  Score: Raw -1934081.881031 + Penalty 3196.634156 = -1930885.246875
  nChanged 10
		SP:Iteration 35Q (16245.730000 sec): 3 clusters
  Score: Raw -1934082.610428 + Penalty 3196.634156 = -1930885.976272
  nChanged 4
		SP:Iteration 36Q (16246.090000 sec): 3 clusters
  Score: Raw -1934082.844535 + Penalty 3196.634156 = -1930886.210378
  nChanged 4
		SP:Iteration 37Q (16246.360000 sec): 3 clusters
  Score: Raw -1934083.195558 + Penalty 3196.634156 = -1930886.561402
  nChanged 1
		SP:Iteration 38Q (16246.640000 sec): 3 clusters
  Score: Raw -1934083.269610 + Penalty 3196.634156 = -1930886.635454
  nChanged 0
		SP:Iteration 39F (16246.920000 sec): 3 clusters
  Score: Raw -1934083.269610 + Penalty 3196.634156 = -1930886.635454
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16247.030000 sec): 2 clusters
  Score: Raw -142420.512788 + Penalty 1185.777288 = -141234.735499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16247.230000 sec): 3 clusters
  Score: Raw -141878.170696 + Penalty 2371.554577 = -139506.616120
  nChanged 475
		SP:Iteration 1F (16247.430000 sec): 3 clusters
  Score: Raw -142214.432600 + Penalty 2371.554577 = -139842.878023
  nChanged 111
		SP:Iteration 2F (16247.610000 sec): 3 clusters
  Score: Raw -142325.942103 + Penalty 2371.554577 = -139954.387526
  nChanged 81
		SP:Iteration 3F (16247.810000 sec): 3 clusters
  Score: Raw -142412.130848 + Penalty 2371.554577 = -140040.576271
  nChanged 57
		SP:Iteration 4Q (16247.970000 sec): 3 clusters
  Score: Raw -142470.622585 + Penalty 2371.554577 = -140099.068008
  nChanged 44
		SP:Iteration 5Q (16248.110000 sec): 3 clusters
  Score: Raw -142505.823434 + Penalty 2371.554577 = -140134.268857
  nChanged 31
		SP:Iteration 6Q (16248.260000 sec): 3 clusters
  Score: Raw -142528.540090 + Penalty 2371.554577 = -140156.985513
  nChanged 21
		SP:Iteration 7Q (16248.500000 sec): 3 clusters
  Score: Raw -142545.818119 + Penalty 2371.554577 = -140174.263543
  nChanged 20
		SP:Iteration 8Q (16248.650000 sec): 3 clusters
  Score: Raw -142560.437289 + Penalty 2371.554577 = -140188.882712
  nChanged 12
		SP:Iteration 9Q (16248.850000 sec): 3 clusters
  Score: Raw -142575.369139 + Penalty 2371.554577 = -140203.814562
  nChanged 16
		SP:Iteration 10Q (16249.060000 sec): 3 clusters
  Score: Raw -142591.018197 + Penalty 2371.554577 = -140219.463620
  nChanged 20
		SP:Iteration 11Q (16249.250000 sec): 3 clusters
  Score: Raw -142604.366455 + Penalty 2371.554577 = -140232.811878
  nChanged 17
		SP:Iteration 12Q (16249.430000 sec): 3 clusters
  Score: Raw -142614.081739 + Penalty 2371.554577 = -140242.527162
  nChanged 11
		SP:Iteration 13Q (16249.610000 sec): 3 clusters
  Score: Raw -142621.435910 + Penalty 2371.554577 = -140249.881334
  nChanged 8
		SP:Iteration 14Q (16249.790000 sec): 3 clusters
  Score: Raw -142627.998262 + Penalty 2371.554577 = -140256.443686
  nChanged 10
		SP:Iteration 15Q (16250.020000 sec): 3 clusters
  Score: Raw -142635.579918 + Penalty 2371.554577 = -140264.025342
  nChanged 9
		SP:Iteration 16Q (16250.190000 sec): 3 clusters
  Score: Raw -142640.391598 + Penalty 2371.554577 = -140268.837021
  nChanged 5
		SP:Iteration 17Q (16250.410000 sec): 3 clusters
  Score: Raw -142641.739141 + Penalty 2371.554577 = -140270.184565
  nChanged 1
		SP:Iteration 18Q (16250.570000 sec): 3 clusters
  Score: Raw -142642.082370 + Penalty 2371.554577 = -140270.527793
  nChanged 1
		SP:Iteration 19Q (16250.800000 sec): 3 clusters
  Score: Raw -142642.522473 + Penalty 2371.554577 = -140270.967896
  nChanged 1
		SP:Iteration 20F (16250.950000 sec): 3 clusters
  Score: Raw -142642.678126 + Penalty 2371.554577 = -140271.123549
  nChanged 2
		SP:Iteration 21Q (16251.180000 sec): 3 clusters
  Score: Raw -142643.612476 + Penalty 2371.554577 = -140272.057900
  nChanged 1
		SP:Iteration 22Q (16251.350000 sec): 3 clusters
  Score: Raw -142644.298642 + Penalty 2371.554577 = -140272.744065
  nChanged 0
		SP:Iteration 23F (16251.500000 sec): 3 clusters
  Score: Raw -142644.298642 + Penalty 2371.554577 = -140272.744065
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16251.640000 sec): 2 clusters
  Score: Raw -432251.695565 + Penalty 1354.390639 = -430897.304926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16251.810000 sec): 3 clusters
  Score: Raw -430182.955204 + Penalty 2708.781277 = -427474.173927
  nChanged 1640
		SP:Iteration 1F (16252.010000 sec): 3 clusters
  Score: Raw -431209.908989 + Penalty 2708.781277 = -428501.127712
  nChanged 331
		SP:Iteration 2F (16252.240000 sec): 3 clusters
  Score: Raw -431449.165356 + Penalty 2708.781277 = -428740.384079
  nChanged 256
		SP:Iteration 3F (16252.410000 sec): 3 clusters
  Score: Raw -431622.707671 + Penalty 2708.781277 = -428913.926394
  nChanged 205
		SP:Iteration 4Q (16252.610000 sec): 3 clusters
  Score: Raw -431741.116449 + Penalty 2708.781277 = -429032.335172
  nChanged 176
		SP:Iteration 5Q (16252.810000 sec): 3 clusters
  Score: Raw -431850.118017 + Penalty 2708.781277 = -429141.336740
  nChanged 185
		SP:Iteration 6Q (16253.000000 sec): 3 clusters
  Score: Raw -431964.497236 + Penalty 2708.781277 = -429255.715959
  nChanged 171
		SP:Iteration 7Q (16253.230000 sec): 3 clusters
  Score: Raw -432078.999941 + Penalty 2708.781277 = -429370.218663
  nChanged 150
		SP:Iteration 8Q (16253.450000 sec): 3 clusters
  Score: Raw -432186.099981 + Penalty 2708.781277 = -429477.318704
  nChanged 143
		SP:Iteration 9Q (16253.620000 sec): 3 clusters
  Score: Raw -432278.187899 + Penalty 2708.781277 = -429569.406622
  nChanged 120
		SP:Iteration 10Q (16253.790000 sec): 3 clusters
  Score: Raw -432366.201794 + Penalty 2708.781277 = -429657.420517
  nChanged 109
		SP:Iteration 11Q (16253.960000 sec): 3 clusters
  Score: Raw -432437.459383 + Penalty 2708.781277 = -429728.678105
  nChanged 89
		SP:Iteration 12Q (16254.190000 sec): 3 clusters
  Score: Raw -432493.394244 + Penalty 2708.781277 = -429784.612967
  nChanged 83
		SP:Iteration 13Q (16254.410000 sec): 3 clusters
  Score: Raw -432549.753420 + Penalty 2708.781277 = -429840.972143
  nChanged 70
		SP:Iteration 14Q (16254.620000 sec): 3 clusters
  Score: Raw -432587.842842 + Penalty 2708.781277 = -429879.061565
  nChanged 54
		SP:Iteration 15Q (16254.830000 sec): 3 clusters
  Score: Raw -432618.998508 + Penalty 2708.781277 = -429910.217231
  nChanged 45
		SP:Iteration 16Q (16255.040000 sec): 3 clusters
  Score: Raw -432643.900401 + Penalty 2708.781277 = -429935.119124
  nChanged 38
		SP:Iteration 17Q (16255.210000 sec): 3 clusters
  Score: Raw -432663.284952 + Penalty 2708.781277 = -429954.503675
  nChanged 25
		SP:Iteration 18Q (16255.400000 sec): 3 clusters
  Score: Raw -432675.543472 + Penalty 2708.781277 = -429966.762195
  nChanged 24
		SP:Iteration 19Q (16255.580000 sec): 3 clusters
  Score: Raw -432685.482035 + Penalty 2708.781277 = -429976.700758
  nChanged 18
		SP:Iteration 20F (16255.770000 sec): 3 clusters
  Score: Raw -432692.155815 + Penalty 2708.781277 = -429983.374538
  nChanged 15
		SP:Iteration 21Q (16255.950000 sec): 3 clusters
  Score: Raw -432697.705444 + Penalty 2708.781277 = -429988.924167
  nChanged 11
		SP:Iteration 22Q (16256.150000 sec): 3 clusters
  Score: Raw -432701.246869 + Penalty 2708.781277 = -429992.465592
  nChanged 9
		SP:Iteration 23Q (16256.300000 sec): 3 clusters
  Score: Raw -432704.175666 + Penalty 2708.781277 = -429995.394389
  nChanged 7
		SP:Iteration 24Q (16256.530000 sec): 3 clusters
  Score: Raw -432705.830152 + Penalty 2708.781277 = -429997.048875
  nChanged 6
		SP:Iteration 25Q (16256.730000 sec): 3 clusters
  Score: Raw -432707.548125 + Penalty 2708.781277 = -429998.766848
  nChanged 3
		SP:Iteration 26Q (16256.950000 sec): 3 clusters
  Score: Raw -432708.031927 + Penalty 2708.781277 = -429999.250650
  nChanged 1
		SP:Iteration 27Q (16257.170000 sec): 3 clusters
  Score: Raw -432708.127110 + Penalty 2708.781277 = -429999.345833
  nChanged 0
		SP:Iteration 28F (16257.380000 sec): 3 clusters
  Score: Raw -432708.127110 + Penalty 2708.781277 = -429999.345833
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16257.530000 sec): 2 clusters
  Score: Raw -52750.262747 + Penalty 1013.727752 = -51736.534995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16257.680000 sec): 3 clusters
  Score: Raw -52939.256495 + Penalty 2027.455503 = -50911.800991
  nChanged 133
		SP:Iteration 1F (16257.880000 sec): 3 clusters
  Score: Raw -53281.945139 + Penalty 2027.455503 = -51254.489635
  nChanged 37
		SP:Iteration 2F (16258.080000 sec): 3 clusters
  Score: Raw -53403.462576 + Penalty 2027.455503 = -51376.007073
  nChanged 26
		SP:Iteration 3F (16258.260000 sec): 3 clusters
  Score: Raw -53460.315443 + Penalty 2027.455503 = -51432.859940
  nChanged 9
		SP:Iteration 4Q (16258.460000 sec): 3 clusters
  Score: Raw -53484.925415 + Penalty 2027.455503 = -51457.469912
  nChanged 6
		SP:Iteration 5Q (16258.650000 sec): 3 clusters
  Score: Raw -53514.748405 + Penalty 2027.455503 = -51487.292902
  nChanged 3
		SP:Iteration 6Q (16258.920000 sec): 3 clusters
  Score: Raw -53521.849860 + Penalty 2027.455503 = -51494.394357
  nChanged 0
		SP:Iteration 7F (16259.090000 sec): 3 clusters
  Score: Raw -53521.849860 + Penalty 2027.455503 = -51494.394357
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16260.940000 sec): 2 clusters
  Score: Raw -42867657.631974 + Penalty 2099.928749 = -42865557.703225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16262.850000 sec): 3 clusters
  Score: Raw -42592881.451660 + Penalty 4199.857498 = -42588681.594161
  nChanged 199979
		SP:Iteration 1F (16264.810000 sec): 3 clusters
  Score: Raw -42712914.024834 + Penalty 4199.857498 = -42708714.167336
  nChanged 11272
		SP:Iteration 2Q (16267.170000 sec): 3 clusters
  Score: Raw -42715833.639103 + Penalty 4199.857498 = -42711633.781605
  nChanged 14829
		SP:Iteration 3Q (16269.400000 sec): 3 clusters
  Score: Raw -42721193.808693 + Penalty 4199.857498 = -42716993.951195
  nChanged 20446
		SP:Iteration 4Q (16271.680000 sec): 3 clusters
  Score: Raw -42731486.125832 + Penalty 4199.857498 = -42727286.268333
  nChanged 28002
		SP:Iteration 5F (16273.680000 sec): 3 clusters
  Score: Raw -42750568.328504 + Penalty 4199.857498 = -42746368.471005
  nChanged 34821
		SP:Iteration 6F (16275.690000 sec): 3 clusters
  Score: Raw -42780090.580722 + Penalty 4199.857498 = -42775890.723224
  nChanged 35616
		SP:Iteration 7F (16277.640000 sec): 3 clusters
  Score: Raw -42813955.030432 + Penalty 4199.857498 = -42809755.172934
  nChanged 28050
		SP:Iteration 8F (16279.740000 sec): 3 clusters
  Score: Raw -42841539.498137 + Penalty 4199.857498 = -42837339.640638
  nChanged 16724
		SP:Iteration 9Q (16282.360000 sec): 3 clusters
  Score: Raw -42857905.330752 + Penalty 4199.857498 = -42853705.473253
  nChanged 7490
		SP:Iteration 10Q (16284.270000 sec): 3 clusters
  Score: Raw -42864860.550029 + Penalty 4199.857498 = -42860660.692531
  nChanged 2403
		SP:Iteration 11Q (16286.670000 sec): 3 clusters
  Score: Raw -42867008.501916 + Penalty 4199.857498 = -42862808.644418
  nChanged 604
		SP:Iteration 12Q (16288.550000 sec): 3 clusters
  Score: Raw -42867571.751003 + Penalty 4199.857498 = -42863371.893505
  nChanged 175
		SP:Iteration 13Q (16290.240000 sec): 3 clusters
  Score: Raw -42867756.126039 + Penalty 4199.857498 = -42863556.268541
  nChanged 71
		SP:Iteration 14Q (16291.890000 sec): 3 clusters
  Score: Raw -42867844.644098 + Penalty 4199.857498 = -42863644.786599
  nChanged 32
		SP:Iteration 15Q (16293.380000 sec): 3 clusters
  Score: Raw -42867893.095978 + Penalty 4199.857498 = -42863693.238479
  nChanged 20
		SP:Iteration 16Q (16294.890000 sec): 3 clusters
  Score: Raw -42867915.624460 + Penalty 4199.857498 = -42863715.766962
  nChanged 15
		SP:Iteration 17Q (16296.730000 sec): 3 clusters
  Score: Raw -42867933.410721 + Penalty 4199.857498 = -42863733.553222
  nChanged 10
		SP:Iteration 18Q (16298.320000 sec): 3 clusters
  Score: Raw -42867941.789629 + Penalty 4199.857498 = -42863741.932130
  nChanged 5
		SP:Iteration 19Q (16300.260000 sec): 3 clusters
  Score: Raw -42867945.558316 + Penalty 4199.857498 = -42863745.700817
  nChanged 6
		SP:Iteration 20F (16302.050000 sec): 3 clusters
  Score: Raw -42867954.643298 + Penalty 4199.857498 = -42863754.785799
  nChanged 7
		SP:Iteration 21Q (16303.640000 sec): 3 clusters
  Score: Raw -42867960.371329 + Penalty 4199.857498 = -42863760.513831
  nChanged 5
		SP:Iteration 22Q (16305.270000 sec): 3 clusters
  Score: Raw -42867964.276769 + Penalty 4199.857498 = -42863764.419271
  nChanged 4
		SP:Iteration 23Q (16307.050000 sec): 3 clusters
  Score: Raw -42867968.757251 + Penalty 4199.857498 = -42863768.899753
  nChanged 7
		SP:Iteration 24Q (16308.580000 sec): 3 clusters
  Score: Raw -42867972.820005 + Penalty 4199.857498 = -42863772.962506
  nChanged 4
		SP:Iteration 25Q (16310.040000 sec): 3 clusters
  Score: Raw -42867977.426797 + Penalty 4199.857498 = -42863777.569299
  nChanged 4
		SP:Iteration 26Q (16311.680000 sec): 3 clusters
  Score: Raw -42867981.171513 + Penalty 4199.857498 = -42863781.314015
  nChanged 4
		SP:Iteration 27Q (16313.270000 sec): 3 clusters
  Score: Raw -42867984.254908 + Penalty 4199.857498 = -42863784.397409
  nChanged 3
		SP:Iteration 28Q (16315.070000 sec): 3 clusters
  Score: Raw -42867986.371969 + Penalty 4199.857498 = -42863786.514471
  nChanged 1
		SP:Iteration 29Q (16316.680000 sec): 3 clusters
  Score: Raw -42867986.800537 + Penalty 4199.857498 = -42863786.943039
  nChanged 2
		SP:Iteration 30Q (16318.300000 sec): 3 clusters
  Score: Raw -42867988.923473 + Penalty 4199.857498 = -42863789.065975
  nChanged 1
		SP:Iteration 31Q (16320.110000 sec): 3 clusters
  Score: Raw -42867989.540505 + Penalty 4199.857498 = -42863789.683006
  nChanged 1
		SP:Iteration 32Q (16321.750000 sec): 3 clusters
  Score: Raw -42867990.177977 + Penalty 4199.857498 = -42863790.320478
  nChanged 1
		SP:Iteration 33Q (16323.380000 sec): 3 clusters
  Score: Raw -42867990.892052 + Penalty 4199.857498 = -42863791.034553
  nChanged 2
		SP:Iteration 34Q (16325.160000 sec): 3 clusters
  Score: Raw -42867992.270333 + Penalty 4199.857498 = -42863792.412834
  nChanged 0
		SP:Iteration 35F (16327.070000 sec): 3 clusters
  Score: Raw -42867992.270333 + Penalty 4199.857498 = -42863792.412834
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (12772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16327.490000 sec): 2 clusters
  Score: Raw -1301561.033058 + Penalty 1536.439215 = -1300024.593843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16327.730000 sec): 3 clusters
  Score: Raw -1294061.108875 + Penalty 3072.878430 = -1290988.230445
  nChanged 5603
		SP:Iteration 1F (16327.930000 sec): 3 clusters
  Score: Raw -1297200.547524 + Penalty 3072.878430 = -1294127.669094
  nChanged 694
		SP:Iteration 2F (16328.190000 sec): 3 clusters
  Score: Raw -1297478.247204 + Penalty 3072.878430 = -1294405.368774
  nChanged 627
		SP:Iteration 3Q (16328.440000 sec): 3 clusters
  Score: Raw -1297714.785568 + Penalty 3072.878430 = -1294641.907138
  nChanged 552
		SP:Iteration 4Q (16328.710000 sec): 3 clusters
  Score: Raw -1297932.909168 + Penalty 3072.878430 = -1294860.030738
  nChanged 506
		SP:Iteration 5Q (16328.920000 sec): 3 clusters
  Score: Raw -1298136.529609 + Penalty 3072.878430 = -1295063.651179
  nChanged 518
		SP:Iteration 6Q (16329.150000 sec): 3 clusters
  Score: Raw -1298366.561270 + Penalty 3072.878430 = -1295293.682840
  nChanged 542
		SP:Iteration 7Q (16329.430000 sec): 3 clusters
  Score: Raw -1298624.266005 + Penalty 3072.878430 = -1295551.387575
  nChanged 600
		SP:Iteration 8Q (16329.690000 sec): 3 clusters
  Score: Raw -1298948.958618 + Penalty 3072.878430 = -1295876.080188
  nChanged 667
		SP:Iteration 9F (16329.940000 sec): 3 clusters
  Score: Raw -1299361.756651 + Penalty 3072.878430 = -1296288.878221
  nChanged 647
		SP:Iteration 10F (16330.170000 sec): 3 clusters
  Score: Raw -1299797.801805 + Penalty 3072.878430 = -1296724.923375
  nChanged 583
		SP:Iteration 11Q (16330.410000 sec): 3 clusters
  Score: Raw -1300219.195973 + Penalty 3072.878430 = -1297146.317543
  nChanged 478
		SP:Iteration 12Q (16330.720000 sec): 3 clusters
  Score: Raw -1300601.289178 + Penalty 3072.878430 = -1297528.410748
  nChanged 382
		SP:Iteration 13Q (16330.940000 sec): 3 clusters
  Score: Raw -1300947.670327 + Penalty 3072.878430 = -1297874.791897
  nChanged 307
		SP:Iteration 14Q (16331.180000 sec): 3 clusters
  Score: Raw -1301235.268868 + Penalty 3072.878430 = -1298162.390438
  nChanged 210
		SP:Iteration 15Q (16331.470000 sec): 3 clusters
  Score: Raw -1301432.557482 + Penalty 3072.878430 = -1298359.679052
  nChanged 149
		SP:Iteration 16Q (16331.680000 sec): 3 clusters
  Score: Raw -1301552.356842 + Penalty 3072.878430 = -1298479.478412
  nChanged 124
		SP:Iteration 17Q (16331.910000 sec): 3 clusters
  Score: Raw -1301641.826978 + Penalty 3072.878430 = -1298568.948548
  nChanged 95
		SP:Iteration 18Q (16332.170000 sec): 3 clusters
  Score: Raw -1301712.004953 + Penalty 3072.878430 = -1298639.126523
  nChanged 88
		SP:Iteration 19Q (16332.370000 sec): 3 clusters
  Score: Raw -1301766.164341 + Penalty 3072.878430 = -1298693.285911
  nChanged 67
		SP:Iteration 20F (16332.660000 sec): 3 clusters
  Score: Raw -1301805.248081 + Penalty 3072.878430 = -1298732.369651
  nChanged 66
		SP:Iteration 21Q (16332.880000 sec): 3 clusters
  Score: Raw -1301860.504028 + Penalty 3072.878430 = -1298787.625598
  nChanged 64
		SP:Iteration 22Q (16333.150000 sec): 3 clusters
  Score: Raw -1301925.544127 + Penalty 3072.878430 = -1298852.665697
  nChanged 49
		SP:Iteration 23Q (16333.350000 sec): 3 clusters
  Score: Raw -1301971.923081 + Penalty 3072.878430 = -1298899.044651
  nChanged 44
		SP:Iteration 24Q (16333.580000 sec): 3 clusters
  Score: Raw -1301998.162084 + Penalty 3072.878430 = -1298925.283654
  nChanged 30
		SP:Iteration 25Q (16333.800000 sec): 3 clusters
  Score: Raw -1302016.899386 + Penalty 3072.878430 = -1298944.020956
  nChanged 26
		SP:Iteration 26Q (16334.010000 sec): 3 clusters
  Score: Raw -1302030.993088 + Penalty 3072.878430 = -1298958.114658
  nChanged 22
		SP:Iteration 27Q (16334.280000 sec): 3 clusters
  Score: Raw -1302041.287435 + Penalty 3072.878430 = -1298968.409005
  nChanged 11
		SP:Iteration 28Q (16334.580000 sec): 3 clusters
  Score: Raw -1302047.098131 + Penalty 3072.878430 = -1298974.219701
  nChanged 6
		SP:Iteration 29Q (16334.860000 sec): 3 clusters
  Score: Raw -1302049.368410 + Penalty 3072.878430 = -1298976.489980
  nChanged 1
		SP:Iteration 30Q (16335.130000 sec): 3 clusters
  Score: Raw -1302049.624768 + Penalty 3072.878430 = -1298976.746338
  nChanged 0
		SP:Iteration 31F (16335.380000 sec): 3 clusters
  Score: Raw -1302049.624768 + Penalty 3072.878430 = -1298976.746338
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16335.450000 sec): 2 clusters
  Score: Raw -124890.205799 + Penalty 1162.370891 = -123727.834908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16335.640000 sec): 3 clusters
  Score: Raw -124420.314139 + Penalty 2324.741781 = -122095.572357
  nChanged 412
		SP:Iteration 1F (16335.870000 sec): 3 clusters
  Score: Raw -124719.400050 + Penalty 2324.741781 = -122394.658269
  nChanged 103
		SP:Iteration 2F (16336.090000 sec): 3 clusters
  Score: Raw -124843.511212 + Penalty 2324.741781 = -122518.769431
  nChanged 70
		SP:Iteration 3F (16336.330000 sec): 3 clusters
  Score: Raw -124950.107931 + Penalty 2324.741781 = -122625.366150
  nChanged 68
		SP:Iteration 4F (16336.510000 sec): 3 clusters
  Score: Raw -125062.090562 + Penalty 2324.741781 = -122737.348781
  nChanged 72
		SP:Iteration 5F (16336.760000 sec): 3 clusters
  Score: Raw -125183.061465 + Penalty 2324.741781 = -122858.319683
  nChanged 76
		SP:Iteration 6F (16336.990000 sec): 3 clusters
  Score: Raw -125321.509208 + Penalty 2324.741781 = -122996.767427
  nChanged 79
		SP:Iteration 7F (16337.180000 sec): 3 clusters
  Score: Raw -125443.869666 + Penalty 2324.741781 = -123119.127885
  nChanged 50
		SP:Iteration 8Q (16337.350000 sec): 3 clusters
  Score: Raw -125500.245292 + Penalty 2324.741781 = -123175.503511
  nChanged 34
		SP:Iteration 9Q (16337.540000 sec): 3 clusters
  Score: Raw -125545.028963 + Penalty 2324.741781 = -123220.287182
  nChanged 20
		SP:Iteration 10Q (16337.720000 sec): 3 clusters
  Score: Raw -125576.697714 + Penalty 2324.741781 = -123251.955933
  nChanged 20
		SP:Iteration 11Q (16337.930000 sec): 3 clusters
  Score: Raw -125598.092209 + Penalty 2324.741781 = -123273.350427
  nChanged 16
		SP:Iteration 12Q (16338.050000 sec): 3 clusters
  Score: Raw -125612.816739 + Penalty 2324.741781 = -123288.074958
  nChanged 11
		SP:Iteration 13Q (16338.230000 sec): 3 clusters
  Score: Raw -125619.309236 + Penalty 2324.741781 = -123294.567455
  nChanged 3
		SP:Iteration 14Q (16338.390000 sec): 3 clusters
  Score: Raw -125621.029325 + Penalty 2324.741781 = -123296.287544
  nChanged 4
		SP:Iteration 15Q (16338.590000 sec): 3 clusters
  Score: Raw -125622.925465 + Penalty 2324.741781 = -123298.183684
  nChanged 3
		SP:Iteration 16Q (16338.760000 sec): 3 clusters
  Score: Raw -125625.940915 + Penalty 2324.741781 = -123301.199134
  nChanged 3
		SP:Iteration 17Q (16338.880000 sec): 3 clusters
  Score: Raw -125628.638434 + Penalty 2324.741781 = -123303.896653
  nChanged 3
		SP:Iteration 18Q (16339.020000 sec): 3 clusters
  Score: Raw -125629.772728 + Penalty 2324.741781 = -123305.030947
  nChanged 2
		SP:Iteration 19Q (16339.220000 sec): 3 clusters
  Score: Raw -125630.548579 + Penalty 2324.741781 = -123305.806798
  nChanged 2
		SP:Iteration 20F (16339.430000 sec): 3 clusters
  Score: Raw -125631.791311 + Penalty 2324.741781 = -123307.049530
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (30179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16339.600000 sec): 2 clusters
  Score: Raw -3363418.875768 + Penalty 1676.171510 = -3361742.704259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16339.920000 sec): 3 clusters
  Score: Raw -3344843.944553 + Penalty 3352.343019 = -3341491.601534
  nChanged 13856
		SP:Iteration 1F (16340.260000 sec): 3 clusters
  Score: Raw -3352370.687889 + Penalty 3352.343019 = -3349018.344870
  nChanged 1355
		SP:Iteration 2Q (16340.620000 sec): 3 clusters
  Score: Raw -3352788.728333 + Penalty 3352.343019 = -3349436.385314
  nChanged 1246
		SP:Iteration 3Q (16340.920000 sec): 3 clusters
  Score: Raw -3353168.376692 + Penalty 3352.343019 = -3349816.033673
  nChanged 1201
		SP:Iteration 4Q (16341.280000 sec): 3 clusters
  Score: Raw -3353563.936823 + Penalty 3352.343019 = -3350211.593804
  nChanged 1208
		SP:Iteration 5Q (16341.600000 sec): 3 clusters
  Score: Raw -3354018.153341 + Penalty 3352.343019 = -3350665.810322
  nChanged 1308
		SP:Iteration 6Q (16341.940000 sec): 3 clusters
  Score: Raw -3354643.881368 + Penalty 3352.343019 = -3351291.538349
  nChanged 1489
		SP:Iteration 7Q (16342.260000 sec): 3 clusters
  Score: Raw -3355495.744295 + Penalty 3352.343019 = -3352143.401276
  nChanged 1659
		SP:Iteration 8F (16342.560000 sec): 3 clusters
  Score: Raw -3356599.299822 + Penalty 3352.343019 = -3353246.956803
  nChanged 1669
		SP:Iteration 9F (16342.880000 sec): 3 clusters
  Score: Raw -3357696.945996 + Penalty 3352.343019 = -3354344.602977
  nChanged 1440
		SP:Iteration 10Q (16343.210000 sec): 3 clusters
  Score: Raw -3358448.095544 + Penalty 3352.343019 = -3355095.752525
  nChanged 1038
		SP:Iteration 11Q (16343.580000 sec): 3 clusters
  Score: Raw -3358777.256743 + Penalty 3352.343019 = -3355424.913724
  nChanged 618
		SP:Iteration 12Q (16343.930000 sec): 3 clusters
  Score: Raw -3358890.687978 + Penalty 3352.343019 = -3355538.344959
  nChanged 343
		SP:Iteration 13Q (16344.270000 sec): 3 clusters
  Score: Raw -3358937.975868 + Penalty 3352.343019 = -3355585.632849
  nChanged 209
		SP:Iteration 14Q (16344.580000 sec): 3 clusters
  Score: Raw -3358963.675528 + Penalty 3352.343019 = -3355611.332509
  nChanged 163
		SP:Iteration 15Q (16344.840000 sec): 3 clusters
  Score: Raw -3358982.350490 + Penalty 3352.343019 = -3355630.007471
  nChanged 142
		SP:Iteration 16Q (16345.170000 sec): 3 clusters
  Score: Raw -3358997.539302 + Penalty 3352.343019 = -3355645.196283
  nChanged 139
		SP:Iteration 17Q (16345.470000 sec): 3 clusters
  Score: Raw -3359013.974854 + Penalty 3352.343019 = -3355661.631835
  nChanged 124
		SP:Iteration 18Q (16345.820000 sec): 3 clusters
  Score: Raw -3359028.988393 + Penalty 3352.343019 = -3355676.645374
  nChanged 138
		SP:Iteration 19Q (16346.130000 sec): 3 clusters
  Score: Raw -3359048.367695 + Penalty 3352.343019 = -3355696.024676
  nChanged 146
		SP:Iteration 20F (16346.510000 sec): 3 clusters
  Score: Raw -3359067.892346 + Penalty 3352.343019 = -3355715.549327
  nChanged 148
		SP:Iteration 21Q (16346.830000 sec): 3 clusters
  Score: Raw -3359085.471309 + Penalty 3352.343019 = -3355733.128290
  nChanged 163
		SP:Iteration 22Q (16347.190000 sec): 3 clusters
  Score: Raw -3359104.891497 + Penalty 3352.343019 = -3355752.548478
  nChanged 149
		SP:Iteration 23Q (16347.520000 sec): 3 clusters
  Score: Raw -3359122.878100 + Penalty 3352.343019 = -3355770.535081
  nChanged 139
		SP:Iteration 24Q (16347.830000 sec): 3 clusters
  Score: Raw -3359140.512233 + Penalty 3352.343019 = -3355788.169214
  nChanged 129
		SP:Iteration 25Q (16348.170000 sec): 3 clusters
  Score: Raw -3359154.656421 + Penalty 3352.343019 = -3355802.313402
  nChanged 119
		SP:Iteration 26Q (16348.460000 sec): 3 clusters
  Score: Raw -3359166.819937 + Penalty 3352.343019 = -3355814.476918
  nChanged 123
		SP:Iteration 27Q (16348.820000 sec): 3 clusters
  Score: Raw -3359179.929233 + Penalty 3352.343019 = -3355827.586214
  nChanged 131
		SP:Iteration 28Q (16349.130000 sec): 3 clusters
  Score: Raw -3359195.316391 + Penalty 3352.343019 = -3355842.973372
  nChanged 143
		SP:Iteration 29Q (16349.440000 sec): 3 clusters
  Score: Raw -3359209.837675 + Penalty 3352.343019 = -3355857.494656
  nChanged 117
		SP:Iteration 30Q (16349.800000 sec): 3 clusters
  Score: Raw -3359221.232502 + Penalty 3352.343019 = -3355868.889483
  nChanged 119
		SP:Iteration 31Q (16350.090000 sec): 3 clusters
  Score: Raw -3359233.737535 + Penalty 3352.343019 = -3355881.394516
  nChanged 121
		SP:Iteration 32Q (16350.430000 sec): 3 clusters
  Score: Raw -3359245.842298 + Penalty 3352.343019 = -3355893.499279
  nChanged 110
		SP:Iteration 33Q (16350.730000 sec): 3 clusters
  Score: Raw -3359256.994105 + Penalty 3352.343019 = -3355904.651086
  nChanged 90
		SP:Iteration 34Q (16351.020000 sec): 3 clusters
  Score: Raw -3359264.987494 + Penalty 3352.343019 = -3355912.644475
  nChanged 109
		SP:Iteration 35Q (16351.320000 sec): 3 clusters
  Score: Raw -3359278.259970 + Penalty 3352.343019 = -3355925.916950
  nChanged 119
		SP:Iteration 36Q (16351.700000 sec): 3 clusters
  Score: Raw -3359294.561251 + Penalty 3352.343019 = -3355942.218232
  nChanged 142
		SP:Iteration 37Q (16352.030000 sec): 3 clusters
  Score: Raw -3359314.702905 + Penalty 3352.343019 = -3355962.359886
  nChanged 178
		SP:Iteration 38Q (16352.370000 sec): 3 clusters
  Score: Raw -3359344.336016 + Penalty 3352.343019 = -3355991.992997
  nChanged 197
		SP:Iteration 39Q (16352.720000 sec): 3 clusters
  Score: Raw -3359383.837068 + Penalty 3352.343019 = -3356031.494049
  nChanged 218
		SP:Iteration 40F (16353.010000 sec): 3 clusters
  Score: Raw -3359425.476798 + Penalty 3352.343019 = -3356073.133779
  nChanged 243
		SP:Iteration 41Q (16353.320000 sec): 3 clusters
  Score: Raw -3359474.337171 + Penalty 3352.343019 = -3356121.994152
  nChanged 254
		SP:Iteration 42Q (16353.650000 sec): 3 clusters
  Score: Raw -3359527.457255 + Penalty 3352.343019 = -3356175.114236
  nChanged 292
		SP:Iteration 43Q (16353.980000 sec): 3 clusters
  Score: Raw -3359595.173686 + Penalty 3352.343019 = -3356242.830667
  nChanged 277
		SP:Iteration 44Q (16354.300000 sec): 3 clusters
  Score: Raw -3359660.136691 + Penalty 3352.343019 = -3356307.793672
  nChanged 288
		SP:Iteration 45Q (16354.620000 sec): 3 clusters
  Score: Raw -3359738.416082 + Penalty 3352.343019 = -3356386.073063
  nChanged 326
		SP:Iteration 46Q (16354.980000 sec): 3 clusters
  Score: Raw -3359829.795026 + Penalty 3352.343019 = -3356477.452007
  nChanged 351
		SP:Iteration 47Q (16355.310000 sec): 3 clusters
  Score: Raw -3359936.842477 + Penalty 3352.343019 = -3356584.499458
  nChanged 383
		SP:Iteration 48Q (16355.620000 sec): 3 clusters
  Score: Raw -3360056.792943 + Penalty 3352.343019 = -3356704.449924
  nChanged 389
		SP:Iteration 49Q (16355.940000 sec): 3 clusters
  Score: Raw -3360196.729952 + Penalty 3352.343019 = -3356844.386932
  nChanged 419
		SP:Iteration 50Q (16356.250000 sec): 3 clusters
  Score: Raw -3360367.445656 + Penalty 3352.343019 = -3357015.102637
  nChanged 456
		SP:Iteration 51Q (16356.570000 sec): 3 clusters
  Score: Raw -3360557.739849 + Penalty 3352.343019 = -3357205.396830
  nChanged 482
		SP:Iteration 52Q (16356.890000 sec): 3 clusters
  Score: Raw -3360768.591038 + Penalty 3352.343019 = -3357416.248019
  nChanged 484
		SP:Iteration 53Q (16357.200000 sec): 3 clusters
  Score: Raw -3360985.751998 + Penalty 3352.343019 = -3357633.408979
  nChanged 450
		SP:Iteration 54Q (16357.550000 sec): 3 clusters
  Score: Raw -3361176.914485 + Penalty 3352.343019 = -3357824.571466
  nChanged 422
		SP:Iteration 55Q (16357.860000 sec): 3 clusters
  Score: Raw -3361356.965782 + Penalty 3352.343019 = -3358004.622763
  nChanged 430
		SP:Iteration 56Q (16358.210000 sec): 3 clusters
  Score: Raw -3361556.032829 + Penalty 3352.343019 = -3358203.689809
  nChanged 419
		SP:Iteration 57Q (16358.560000 sec): 3 clusters
  Score: Raw -3361752.317804 + Penalty 3352.343019 = -3358399.974784
  nChanged 383
		SP:Iteration 58Q (16358.890000 sec): 3 clusters
  Score: Raw -3361922.054112 + Penalty 3352.343019 = -3358569.711093
  nChanged 363
		SP:Iteration 59Q (16359.250000 sec): 3 clusters
  Score: Raw -3362087.683426 + Penalty 3352.343019 = -3358735.340407
  nChanged 337
		SP:Iteration 60F (16359.510000 sec): 3 clusters
  Score: Raw -3362226.301427 + Penalty 3352.343019 = -3358873.958408
  nChanged 316
		SP:Iteration 61Q (16359.850000 sec): 3 clusters
  Score: Raw -3362359.334866 + Penalty 3352.343019 = -3359006.991847
  nChanged 299
		SP:Iteration 62Q (16360.190000 sec): 3 clusters
  Score: Raw -3362483.277451 + Penalty 3352.343019 = -3359130.934432
  nChanged 274
		SP:Iteration 63Q (16360.470000 sec): 3 clusters
  Score: Raw -3362599.859821 + Penalty 3352.343019 = -3359247.516802
  nChanged 253
		SP:Iteration 64Q (16360.790000 sec): 3 clusters
  Score: Raw -3362707.234858 + Penalty 3352.343019 = -3359354.891839
  nChanged 243
		SP:Iteration 65Q (16361.090000 sec): 3 clusters
  Score: Raw -3362812.249262 + Penalty 3352.343019 = -3359459.906243
  nChanged 236
		SP:Iteration 66Q (16361.390000 sec): 3 clusters
  Score: Raw -3362912.678793 + Penalty 3352.343019 = -3359560.335774
  nChanged 205
		SP:Iteration 67Q (16361.730000 sec): 3 clusters
  Score: Raw -3362996.865943 + Penalty 3352.343019 = -3359644.522924
  nChanged 201
		SP:Iteration 68Q (16362.000000 sec): 3 clusters
  Score: Raw -3363089.249789 + Penalty 3352.343019 = -3359736.906770
  nChanged 181
		SP:Iteration 69Q (16362.320000 sec): 3 clusters
  Score: Raw -3363167.874655 + Penalty 3352.343019 = -3359815.531636
  nChanged 145
		SP:Iteration 70Q (16362.700000 sec): 3 clusters
  Score: Raw -3363227.843458 + Penalty 3352.343019 = -3359875.500439
  nChanged 128
		SP:Iteration 71Q (16363.000000 sec): 3 clusters
  Score: Raw -3363280.167610 + Penalty 3352.343019 = -3359927.824591
  nChanged 117
		SP:Iteration 72Q (16363.300000 sec): 3 clusters
  Score: Raw -3363329.601880 + Penalty 3352.343019 = -3359977.258861
  nChanged 105
		SP:Iteration 73Q (16363.610000 sec): 3 clusters
  Score: Raw -3363374.235616 + Penalty 3352.343019 = -3360021.892597
  nChanged 85
		SP:Iteration 74Q (16363.910000 sec): 3 clusters
  Score: Raw -3363411.664205 + Penalty 3352.343019 = -3360059.321185
  nChanged 81
		SP:Iteration 75Q (16364.190000 sec): 3 clusters
  Score: Raw -3363446.512107 + Penalty 3352.343019 = -3360094.169088
  nChanged 76
		SP:Iteration 76Q (16364.470000 sec): 3 clusters
  Score: Raw -3363475.518842 + Penalty 3352.343019 = -3360123.175823
  nChanged 58
		SP:Iteration 77Q (16364.790000 sec): 3 clusters
  Score: Raw -3363498.887919 + Penalty 3352.343019 = -3360146.544899
  nChanged 41
		SP:Iteration 78Q (16365.060000 sec): 3 clusters
  Score: Raw -3363518.002460 + Penalty 3352.343019 = -3360165.659441
  nChanged 49
		SP:Iteration 79Q (16365.370000 sec): 3 clusters
  Score: Raw -3363537.151965 + Penalty 3352.343019 = -3360184.808946
  nChanged 42
		SP:Iteration 80F (16365.670000 sec): 3 clusters
  Score: Raw -3363557.317250 + Penalty 3352.343019 = -3360204.974231
  nChanged 42
		SP:Iteration 81Q (16365.980000 sec): 3 clusters
  Score: Raw -3363576.667063 + Penalty 3352.343019 = -3360224.324044
  nChanged 27
		SP:Iteration 82Q (16366.320000 sec): 3 clusters
  Score: Raw -3363587.671011 + Penalty 3352.343019 = -3360235.327992
  nChanged 16
		SP:Iteration 83Q (16366.590000 sec): 3 clusters
  Score: Raw -3363593.136797 + Penalty 3352.343019 = -3360240.793778
  nChanged 12
		SP:Iteration 84Q (16366.920000 sec): 3 clusters
  Score: Raw -3363597.353060 + Penalty 3352.343019 = -3360245.010041
  nChanged 11
		SP:Iteration 85Q (16367.220000 sec): 3 clusters
  Score: Raw -3363601.228625 + Penalty 3352.343019 = -3360248.885606
  nChanged 8
		SP:Iteration 86Q (16367.480000 sec): 3 clusters
  Score: Raw -3363603.250655 + Penalty 3352.343019 = -3360250.907636
  nChanged 5
		SP:Iteration 87Q (16367.730000 sec): 3 clusters
  Score: Raw -3363604.937378 + Penalty 3352.343019 = -3360252.594359
  nChanged 7
		SP:Iteration 88Q (16368.050000 sec): 3 clusters
  Score: Raw -3363607.677073 + Penalty 3352.343019 = -3360255.334054
  nChanged 6
		SP:Iteration 89Q (16368.320000 sec): 3 clusters
  Score: Raw -3363609.986852 + Penalty 3352.343019 = -3360257.643833
  nChanged 3
		SP:Iteration 90Q (16368.640000 sec): 3 clusters
  Score: Raw -3363611.540829 + Penalty 3352.343019 = -3360259.197810
  nChanged 3
		SP:Iteration 91Q (16368.930000 sec): 3 clusters
  Score: Raw -3363612.293938 + Penalty 3352.343019 = -3360259.950919
  nChanged 3
		SP:Iteration 92Q (16369.250000 sec): 3 clusters
  Score: Raw -3363612.754801 + Penalty 3352.343019 = -3360260.411782
  nChanged 3
		SP:Iteration 93Q (16369.520000 sec): 3 clusters
  Score: Raw -3363613.715147 + Penalty 3352.343019 = -3360261.372128
  nChanged 4
		SP:Iteration 94Q (16369.840000 sec): 3 clusters
  Score: Raw -3363614.701518 + Penalty 3352.343019 = -3360262.358499
  nChanged 5
		SP:Iteration 95Q (16370.200000 sec): 3 clusters
  Score: Raw -3363616.054143 + Penalty 3352.343019 = -3360263.711124
  nChanged 2
		SP:Iteration 96Q (16370.450000 sec): 3 clusters
  Score: Raw -3363616.375607 + Penalty 3352.343019 = -3360264.032588
  nChanged 0
		SP:Iteration 97F (16370.820000 sec): 3 clusters
  Score: Raw -3363616.375607 + Penalty 3352.343019 = -3360264.032588
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (32047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16371.030000 sec): 2 clusters
  Score: Raw -3257600.287396 + Penalty 1685.930814 = -3255914.356582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16371.360000 sec): 3 clusters
  Score: Raw -3237723.858243 + Penalty 3371.861628 = -3234351.996616
  nChanged 14893
		SP:Iteration 1F (16371.720000 sec): 3 clusters
  Score: Raw -3245991.603786 + Penalty 3371.861628 = -3242619.742158
  nChanged 1385
		SP:Iteration 2Q (16372.100000 sec): 3 clusters
  Score: Raw -3246427.894007 + Penalty 3371.861628 = -3243056.032380
  nChanged 1358
		SP:Iteration 3Q (16372.420000 sec): 3 clusters
  Score: Raw -3246911.884339 + Penalty 3371.861628 = -3243540.022711
  nChanged 1508
		SP:Iteration 4Q (16372.750000 sec): 3 clusters
  Score: Raw -3247615.340478 + Penalty 3371.861628 = -3244243.478851
  nChanged 1812
		SP:Iteration 5F (16373.060000 sec): 3 clusters
  Score: Raw -3248660.162936 + Penalty 3371.861628 = -3245288.301309
  nChanged 2036
		SP:Iteration 6F (16373.370000 sec): 3 clusters
  Score: Raw -3250034.441989 + Penalty 3371.861628 = -3246662.580362
  nChanged 2134
		SP:Iteration 7F (16373.700000 sec): 3 clusters
  Score: Raw -3251649.570143 + Penalty 3371.861628 = -3248277.708515
  nChanged 1927
		SP:Iteration 8F (16374.010000 sec): 3 clusters
  Score: Raw -3253173.981449 + Penalty 3371.861628 = -3249802.119821
  nChanged 1651
		SP:Iteration 9F (16374.270000 sec): 3 clusters
  Score: Raw -3254475.734903 + Penalty 3371.861628 = -3251103.873275
  nChanged 1247
		SP:Iteration 10Q (16374.630000 sec): 3 clusters
  Score: Raw -3255439.065579 + Penalty 3371.861628 = -3252067.203951
  nChanged 899
		SP:Iteration 11Q (16374.960000 sec): 3 clusters
  Score: Raw -3256062.427990 + Penalty 3371.861628 = -3252690.566362
  nChanged 623
		SP:Iteration 12Q (16375.270000 sec): 3 clusters
  Score: Raw -3256452.113518 + Penalty 3371.861628 = -3253080.251890
  nChanged 484
		SP:Iteration 13Q (16375.580000 sec): 3 clusters
  Score: Raw -3256719.340314 + Penalty 3371.861628 = -3253347.478686
  nChanged 413
		SP:Iteration 14Q (16375.900000 sec): 3 clusters
  Score: Raw -3256952.730281 + Penalty 3371.861628 = -3253580.868654
  nChanged 356
		SP:Iteration 15Q (16376.220000 sec): 3 clusters
  Score: Raw -3257139.248127 + Penalty 3371.861628 = -3253767.386500
  nChanged 330
		SP:Iteration 16Q (16376.530000 sec): 3 clusters
  Score: Raw -3257297.047068 + Penalty 3371.861628 = -3253925.185440
  nChanged 265
		SP:Iteration 17Q (16376.830000 sec): 3 clusters
  Score: Raw -3257420.446579 + Penalty 3371.861628 = -3254048.584952
  nChanged 231
		SP:Iteration 18Q (16377.160000 sec): 3 clusters
  Score: Raw -3257513.327901 + Penalty 3371.861628 = -3254141.466273
  nChanged 209
		SP:Iteration 19Q (16377.460000 sec): 3 clusters
  Score: Raw -3257590.185763 + Penalty 3371.861628 = -3254218.324135
  nChanged 179
		SP:Iteration 20F (16377.830000 sec): 3 clusters
  Score: Raw -3257648.727593 + Penalty 3371.861628 = -3254276.865966
  nChanged 155
		SP:Iteration 21Q (16378.190000 sec): 3 clusters
  Score: Raw -3257690.238474 + Penalty 3371.861628 = -3254318.376846
  nChanged 135
		SP:Iteration 22Q (16378.520000 sec): 3 clusters
  Score: Raw -3257728.203014 + Penalty 3371.861628 = -3254356.341386
  nChanged 115
		SP:Iteration 23Q (16378.860000 sec): 3 clusters
  Score: Raw -3257758.391891 + Penalty 3371.861628 = -3254386.530263
  nChanged 99
		SP:Iteration 24Q (16379.220000 sec): 3 clusters
  Score: Raw -3257780.696526 + Penalty 3371.861628 = -3254408.834899
  nChanged 85
		SP:Iteration 25Q (16379.590000 sec): 3 clusters
  Score: Raw -3257800.754265 + Penalty 3371.861628 = -3254428.892637
  nChanged 80
		SP:Iteration 26Q (16379.920000 sec): 3 clusters
  Score: Raw -3257819.123802 + Penalty 3371.861628 = -3254447.262174
  nChanged 74
		SP:Iteration 27Q (16380.250000 sec): 3 clusters
  Score: Raw -3257833.880498 + Penalty 3371.861628 = -3254462.018871
  nChanged 73
		SP:Iteration 28Q (16380.550000 sec): 3 clusters
  Score: Raw -3257848.361706 + Penalty 3371.861628 = -3254476.500078
  nChanged 69
		SP:Iteration 29Q (16380.900000 sec): 3 clusters
  Score: Raw -3257862.082615 + Penalty 3371.861628 = -3254490.220987
  nChanged 65
		SP:Iteration 30Q (16381.220000 sec): 3 clusters
  Score: Raw -3257875.398621 + Penalty 3371.861628 = -3254503.536993
  nChanged 52
		SP:Iteration 31Q (16381.570000 sec): 3 clusters
  Score: Raw -3257883.778745 + Penalty 3371.861628 = -3254511.917117
  nChanged 57
		SP:Iteration 32Q (16381.910000 sec): 3 clusters
  Score: Raw -3257894.870819 + Penalty 3371.861628 = -3254523.009192
  nChanged 48
		SP:Iteration 33Q (16382.230000 sec): 3 clusters
  Score: Raw -3257904.660968 + Penalty 3371.861628 = -3254532.799341
  nChanged 40
		SP:Iteration 34Q (16382.580000 sec): 3 clusters
  Score: Raw -3257913.325844 + Penalty 3371.861628 = -3254541.464216
  nChanged 36
		SP:Iteration 35Q (16382.920000 sec): 3 clusters
  Score: Raw -3257919.473054 + Penalty 3371.861628 = -3254547.611426
  nChanged 38
		SP:Iteration 36Q (16383.290000 sec): 3 clusters
  Score: Raw -3257925.647303 + Penalty 3371.861628 = -3254553.785675
  nChanged 34
		SP:Iteration 37Q (16383.590000 sec): 3 clusters
  Score: Raw -3257929.647072 + Penalty 3371.861628 = -3254557.785445
  nChanged 23
		SP:Iteration 38Q (16383.950000 sec): 3 clusters
  Score: Raw -3257932.819772 + Penalty 3371.861628 = -3254560.958145
  nChanged 19
		SP:Iteration 39Q (16384.230000 sec): 3 clusters
  Score: Raw -3257935.194797 + Penalty 3371.861628 = -3254563.333169
  nChanged 22
		SP:Iteration 40F (16384.560000 sec): 3 clusters
  Score: Raw -3257938.011037 + Penalty 3371.861628 = -3254566.149409
  nChanged 22
		SP:Iteration 41Q (16384.890000 sec): 3 clusters
  Score: Raw -3257940.416108 + Penalty 3371.861628 = -3254568.554480
  nChanged 11
		SP:Iteration 42Q (16385.200000 sec): 3 clusters
  Score: Raw -3257941.524417 + Penalty 3371.861628 = -3254569.662789
  nChanged 8
		SP:Iteration 43Q (16385.460000 sec): 3 clusters
  Score: Raw -3257942.345969 + Penalty 3371.861628 = -3254570.484342
  nChanged 8
		SP:Iteration 44Q (16385.850000 sec): 3 clusters
  Score: Raw -3257942.919876 + Penalty 3371.861628 = -3254571.058248
  nChanged 3
		SP:Iteration 45Q (16386.160000 sec): 3 clusters
  Score: Raw -3257943.590178 + Penalty 3371.861628 = -3254571.728550
  nChanged 6
		SP:Iteration 46Q (16386.440000 sec): 3 clusters
  Score: Raw -3257944.418184 + Penalty 3371.861628 = -3254572.556557
  nChanged 4
		SP:Iteration 47Q (16386.780000 sec): 3 clusters
  Score: Raw -3257945.025871 + Penalty 3371.861628 = -3254573.164243
  nChanged 6
		SP:Iteration 48Q (16387.080000 sec): 3 clusters
  Score: Raw -3257945.443229 + Penalty 3371.861628 = -3254573.581601
  nChanged 5
		SP:Iteration 49Q (16387.380000 sec): 3 clusters
  Score: Raw -3257945.895304 + Penalty 3371.861628 = -3254574.033676
  nChanged 6
		SP:Iteration 50Q (16387.650000 sec): 3 clusters
  Score: Raw -3257946.557468 + Penalty 3371.861628 = -3254574.695840
  nChanged 6
		SP:Iteration 51Q (16387.990000 sec): 3 clusters
  Score: Raw -3257947.206758 + Penalty 3371.861628 = -3254575.345130
  nChanged 6
		SP:Iteration 52Q (16388.300000 sec): 3 clusters
  Score: Raw -3257947.853766 + Penalty 3371.861628 = -3254575.992139
  nChanged 5
		SP:Iteration 53Q (16388.590000 sec): 3 clusters
  Score: Raw -3257948.449273 + Penalty 3371.861628 = -3254576.587645
  nChanged 4
		SP:Iteration 54Q (16388.870000 sec): 3 clusters
  Score: Raw -3257948.834475 + Penalty 3371.861628 = -3254576.972847
  nChanged 5
		SP:Iteration 55Q (16389.220000 sec): 3 clusters
  Score: Raw -3257949.243480 + Penalty 3371.861628 = -3254577.381852
  nChanged 3
		SP:Iteration 56Q (16389.520000 sec): 3 clusters
  Score: Raw -3257949.571619 + Penalty 3371.861628 = -3254577.709992
  nChanged 6
		SP:Iteration 57Q (16389.810000 sec): 3 clusters
  Score: Raw -3257950.124356 + Penalty 3371.861628 = -3254578.262728
  nChanged 8
		SP:Iteration 58Q (16390.180000 sec): 3 clusters
  Score: Raw -3257950.877680 + Penalty 3371.861628 = -3254579.016052
  nChanged 6
		SP:Iteration 59Q (16390.500000 sec): 3 clusters
  Score: Raw -3257951.553331 + Penalty 3371.861628 = -3254579.691703
  nChanged 10
		SP:Iteration 60F (16390.820000 sec): 3 clusters
  Score: Raw -3257952.551830 + Penalty 3371.861628 = -3254580.690203
  nChanged 13
		SP:Iteration 61Q (16391.180000 sec): 3 clusters
  Score: Raw -3257954.202033 + Penalty 3371.861628 = -3254582.340405
  nChanged 15
		SP:Iteration 62Q (16391.460000 sec): 3 clusters
  Score: Raw -3257955.615646 + Penalty 3371.861628 = -3254583.754019
  nChanged 12
		SP:Iteration 63Q (16391.790000 sec): 3 clusters
  Score: Raw -3257956.752242 + Penalty 3371.861628 = -3254584.890614
  nChanged 11
		SP:Iteration 64Q (16392.180000 sec): 3 clusters
  Score: Raw -3257958.360657 + Penalty 3371.861628 = -3254586.499029
  nChanged 7
		SP:Iteration 65Q (16392.500000 sec): 3 clusters
  Score: Raw -3257959.067231 + Penalty 3371.861628 = -3254587.205603
  nChanged 7
		SP:Iteration 66Q (16392.840000 sec): 3 clusters
  Score: Raw -3257959.830215 + Penalty 3371.861628 = -3254587.968588
  nChanged 8
		SP:Iteration 67Q (16393.150000 sec): 3 clusters
  Score: Raw -3257960.715285 + Penalty 3371.861628 = -3254588.853657
  nChanged 6
		SP:Iteration 68Q (16393.470000 sec): 3 clusters
  Score: Raw -3257961.286977 + Penalty 3371.861628 = -3254589.425349
  nChanged 3
		SP:Iteration 69Q (16393.790000 sec): 3 clusters
  Score: Raw -3257961.502062 + Penalty 3371.861628 = -3254589.640434
  nChanged 1
		SP:Iteration 70Q (16394.110000 sec): 3 clusters
  Score: Raw -3257961.558152 + Penalty 3371.861628 = -3254589.696524
  nChanged 0
		SP:Iteration 71F (16394.440000 sec): 3 clusters
  Score: Raw -3257961.558152 + Penalty 3371.861628 = -3254589.696524
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16394.570000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16394.770000 sec): 3 clusters
  Score: Raw -60296.351110 + Penalty 2081.699249 = -58214.651862
  nChanged 153
		SP:Iteration 1F (16394.910000 sec): 3 clusters
  Score: Raw -60500.907124 + Penalty 2081.699249 = -58419.207875
  nChanged 38
		SP:Iteration 2F (16395.110000 sec): 3 clusters
  Score: Raw -60566.370416 + Penalty 2081.699249 = -58484.671167
  nChanged 21
		SP:Iteration 3Q (16395.340000 sec): 3 clusters
  Score: Raw -60592.520582 + Penalty 2081.699249 = -58510.821333
  nChanged 17
		SP:Iteration 4Q (16395.470000 sec): 3 clusters
  Score: Raw -60607.657836 + Penalty 2081.699249 = -58525.958588
  nChanged 15
		SP:Iteration 5Q (16395.590000 sec): 3 clusters
  Score: Raw -60626.004485 + Penalty 2081.699249 = -58544.305236
  nChanged 14
		SP:Iteration 6Q (16395.770000 sec): 3 clusters
  Score: Raw -60660.351659 + Penalty 2081.699249 = -58578.652410
  nChanged 13
		SP:Iteration 7Q (16395.950000 sec): 3 clusters
  Score: Raw -60697.691518 + Penalty 2081.699249 = -58615.992269
  nChanged 14
		SP:Iteration 8Q (16396.140000 sec): 3 clusters
  Score: Raw -60718.400223 + Penalty 2081.699249 = -58636.700975
  nChanged 11
		SP:Iteration 9Q (16396.270000 sec): 3 clusters
  Score: Raw -60735.625663 + Penalty 2081.699249 = -58653.926414
  nChanged 8
		SP:Iteration 10Q (16396.390000 sec): 3 clusters
  Score: Raw -60748.135589 + Penalty 2081.699249 = -58666.436340
  nChanged 12
		SP:Iteration 11Q (16396.520000 sec): 3 clusters
  Score: Raw -60772.527497 + Penalty 2081.699249 = -58690.828248
  nChanged 14
		SP:Iteration 12Q (16396.650000 sec): 3 clusters
  Score: Raw -60805.584700 + Penalty 2081.699249 = -58723.885451
  nChanged 13
		SP:Iteration 13Q (16396.840000 sec): 3 clusters
  Score: Raw -60850.961578 + Penalty 2081.699249 = -58769.262329
  nChanged 12
		SP:Iteration 14Q (16396.980000 sec): 3 clusters
  Score: Raw -60872.009890 + Penalty 2081.699249 = -58790.310641
  nChanged 4
		SP:Iteration 15Q (16397.180000 sec): 3 clusters
  Score: Raw -60879.163639 + Penalty 2081.699249 = -58797.464390
  nChanged 5
		SP:Iteration 16Q (16397.310000 sec): 3 clusters
  Score: Raw -60886.453056 + Penalty 2081.699249 = -58804.753807
  nChanged 4
		SP:Iteration 17Q (16397.540000 sec): 3 clusters
  Score: Raw -60894.368695 + Penalty 2081.699249 = -58812.669446
  nChanged 4
		SP:Iteration 18Q (16397.710000 sec): 3 clusters
  Score: Raw -60902.071674 + Penalty 2081.699249 = -58820.372425
  nChanged 4
		SP:Iteration 19Q (16397.840000 sec): 3 clusters
  Score: Raw -60909.543165 + Penalty 2081.699249 = -58827.843916
  nChanged 2
		SP:Iteration 20F (16397.950000 sec): 3 clusters
  Score: Raw -60911.125360 + Penalty 2081.699249 = -58829.426111
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16398.090000 sec): 2 clusters
  Score: Raw -1508925.985034 + Penalty 1554.153386 = -1507371.831648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16398.350000 sec): 3 clusters
  Score: Raw -1500513.671148 + Penalty 3108.306772 = -1497405.364376
  nChanged 6364
		SP:Iteration 1F (16398.590000 sec): 3 clusters
  Score: Raw -1504054.660105 + Penalty 3108.306772 = -1500946.353333
  nChanged 794
		SP:Iteration 2F (16398.860000 sec): 3 clusters
  Score: Raw -1504367.676284 + Penalty 3108.306772 = -1501259.369512
  nChanged 645
		SP:Iteration 3Q (16399.080000 sec): 3 clusters
  Score: Raw -1504614.627680 + Penalty 3108.306772 = -1501506.320908
  nChanged 597
		SP:Iteration 4Q (16399.310000 sec): 3 clusters
  Score: Raw -1504841.990865 + Penalty 3108.306772 = -1501733.684093
  nChanged 509
		SP:Iteration 5Q (16399.540000 sec): 3 clusters
  Score: Raw -1505023.954866 + Penalty 3108.306772 = -1501915.648094
  nChanged 502
		SP:Iteration 6Q (16399.790000 sec): 3 clusters
  Score: Raw -1505221.467338 + Penalty 3108.306772 = -1502113.160566
  nChanged 471
		SP:Iteration 7Q (16400.060000 sec): 3 clusters
  Score: Raw -1505417.279955 + Penalty 3108.306772 = -1502308.973183
  nChanged 461
		SP:Iteration 8Q (16400.280000 sec): 3 clusters
  Score: Raw -1505620.402625 + Penalty 3108.306772 = -1502512.095853
  nChanged 464
		SP:Iteration 9Q (16400.580000 sec): 3 clusters
  Score: Raw -1505819.194275 + Penalty 3108.306772 = -1502710.887503
  nChanged 444
		SP:Iteration 10Q (16400.840000 sec): 3 clusters
  Score: Raw -1506030.471923 + Penalty 3108.306772 = -1502922.165151
  nChanged 461
		SP:Iteration 11Q (16401.080000 sec): 3 clusters
  Score: Raw -1506249.724619 + Penalty 3108.306772 = -1503141.417847
  nChanged 433
		SP:Iteration 12Q (16401.300000 sec): 3 clusters
  Score: Raw -1506483.809318 + Penalty 3108.306772 = -1503375.502546
  nChanged 441
		SP:Iteration 13Q (16401.540000 sec): 3 clusters
  Score: Raw -1506755.241644 + Penalty 3108.306772 = -1503646.934872
  nChanged 476
		SP:Iteration 14Q (16401.800000 sec): 3 clusters
  Score: Raw -1507035.594152 + Penalty 3108.306772 = -1503927.287380
  nChanged 454
		SP:Iteration 15Q (16402.040000 sec): 3 clusters
  Score: Raw -1507351.116191 + Penalty 3108.306772 = -1504242.809419
  nChanged 476
		SP:Iteration 16Q (16402.240000 sec): 3 clusters
  Score: Raw -1507676.778638 + Penalty 3108.306772 = -1504568.471866
  nChanged 442
		SP:Iteration 17Q (16402.480000 sec): 3 clusters
  Score: Raw -1507968.746396 + Penalty 3108.306772 = -1504860.439624
  nChanged 424
		SP:Iteration 18Q (16402.750000 sec): 3 clusters
  Score: Raw -1508246.452350 + Penalty 3108.306772 = -1505138.145578
  nChanged 418
		SP:Iteration 19Q (16402.970000 sec): 3 clusters
  Score: Raw -1508504.568339 + Penalty 3108.306772 = -1505396.261567
  nChanged 343
		SP:Iteration 20F (16403.220000 sec): 3 clusters
  Score: Raw -1508689.394566 + Penalty 3108.306772 = -1505581.087794
  nChanged 273
		SP:Iteration 21Q (16403.450000 sec): 3 clusters
  Score: Raw -1508807.167652 + Penalty 3108.306772 = -1505698.860880
  nChanged 206
		SP:Iteration 22Q (16403.670000 sec): 3 clusters
  Score: Raw -1508884.904289 + Penalty 3108.306772 = -1505776.597517
  nChanged 165
		SP:Iteration 23Q (16403.860000 sec): 3 clusters
  Score: Raw -1508941.124659 + Penalty 3108.306772 = -1505832.817887
  nChanged 127
		SP:Iteration 24Q (16404.070000 sec): 3 clusters
  Score: Raw -1508981.886217 + Penalty 3108.306772 = -1505873.579445
  nChanged 95
		SP:Iteration 25Q (16404.310000 sec): 3 clusters
  Score: Raw -1509009.726640 + Penalty 3108.306772 = -1505901.419868
  nChanged 97
		SP:Iteration 26Q (16404.540000 sec): 3 clusters
  Score: Raw -1509040.418057 + Penalty 3108.306772 = -1505932.111285
  nChanged 86
		SP:Iteration 27Q (16404.760000 sec): 3 clusters
  Score: Raw -1509066.792930 + Penalty 3108.306772 = -1505958.486158
  nChanged 73
		SP:Iteration 28Q (16404.990000 sec): 3 clusters
  Score: Raw -1509091.897057 + Penalty 3108.306772 = -1505983.590285
  nChanged 70
		SP:Iteration 29Q (16405.210000 sec): 3 clusters
  Score: Raw -1509116.178120 + Penalty 3108.306772 = -1506007.871348
  nChanged 61
		SP:Iteration 30Q (16405.420000 sec): 3 clusters
  Score: Raw -1509134.753325 + Penalty 3108.306772 = -1506026.446553
  nChanged 55
		SP:Iteration 31Q (16405.670000 sec): 3 clusters
  Score: Raw -1509150.187580 + Penalty 3108.306772 = -1506041.880808
  nChanged 43
		SP:Iteration 32Q (16405.900000 sec): 3 clusters
  Score: Raw -1509159.530021 + Penalty 3108.306772 = -1506051.223249
  nChanged 41
		SP:Iteration 33Q (16406.130000 sec): 3 clusters
  Score: Raw -1509169.108584 + Penalty 3108.306772 = -1506060.801812
  nChanged 31
		SP:Iteration 34Q (16406.340000 sec): 3 clusters
  Score: Raw -1509176.845057 + Penalty 3108.306772 = -1506068.538285
  nChanged 31
		SP:Iteration 35Q (16406.620000 sec): 3 clusters
  Score: Raw -1509183.786792 + Penalty 3108.306772 = -1506075.480020
  nChanged 29
		SP:Iteration 36Q (16406.840000 sec): 3 clusters
  Score: Raw -1509189.889661 + Penalty 3108.306772 = -1506081.582889
  nChanged 31
		SP:Iteration 37Q (16407.100000 sec): 3 clusters
  Score: Raw -1509197.269809 + Penalty 3108.306772 = -1506088.963037
  nChanged 25
		SP:Iteration 38Q (16407.330000 sec): 3 clusters
  Score: Raw -1509203.037723 + Penalty 3108.306772 = -1506094.730951
  nChanged 19
		SP:Iteration 39Q (16407.530000 sec): 3 clusters
  Score: Raw -1509206.907887 + Penalty 3108.306772 = -1506098.601115
  nChanged 12
		SP:Iteration 40F (16407.760000 sec): 3 clusters
  Score: Raw -1509209.706239 + Penalty 3108.306772 = -1506101.399467
  nChanged 18
		SP:Iteration 41Q (16408.000000 sec): 3 clusters
  Score: Raw -1509214.067703 + Penalty 3108.306772 = -1506105.760931
  nChanged 24
		SP:Iteration 42Q (16408.180000 sec): 3 clusters
  Score: Raw -1509220.300691 + Penalty 3108.306772 = -1506111.993919
  nChanged 19
		SP:Iteration 43Q (16408.420000 sec): 3 clusters
  Score: Raw -1509224.959086 + Penalty 3108.306772 = -1506116.652314
  nChanged 20
		SP:Iteration 44Q (16408.620000 sec): 3 clusters
  Score: Raw -1509229.562700 + Penalty 3108.306772 = -1506121.255928
  nChanged 20
		SP:Iteration 45Q (16408.840000 sec): 3 clusters
  Score: Raw -1509235.395413 + Penalty 3108.306772 = -1506127.088641
  nChanged 20
		SP:Iteration 46Q (16409.080000 sec): 3 clusters
  Score: Raw -1509239.932150 + Penalty 3108.306772 = -1506131.625378
  nChanged 20
		SP:Iteration 47Q (16409.310000 sec): 3 clusters
  Score: Raw -1509245.083893 + Penalty 3108.306772 = -1506136.777121
  nChanged 20
		SP:Iteration 48Q (16409.540000 sec): 3 clusters
  Score: Raw -1509250.399255 + Penalty 3108.306772 = -1506142.092483
  nChanged 18
		SP:Iteration 49Q (16409.770000 sec): 3 clusters
  Score: Raw -1509255.369713 + Penalty 3108.306772 = -1506147.062941
  nChanged 23
		SP:Iteration 50Q (16409.980000 sec): 3 clusters
  Score: Raw -1509260.940045 + Penalty 3108.306772 = -1506152.633273
  nChanged 21
		SP:Iteration 51Q (16410.240000 sec): 3 clusters
  Score: Raw -1509266.152887 + Penalty 3108.306772 = -1506157.846115
  nChanged 15
		SP:Iteration 52Q (16410.490000 sec): 3 clusters
  Score: Raw -1509269.732104 + Penalty 3108.306772 = -1506161.425331
  nChanged 19
		SP:Iteration 53Q (16410.700000 sec): 3 clusters
  Score: Raw -1509274.087398 + Penalty 3108.306772 = -1506165.780626
  nChanged 13
		SP:Iteration 54Q (16410.900000 sec): 3 clusters
  Score: Raw -1509276.763032 + Penalty 3108.306772 = -1506168.456260
  nChanged 11
		SP:Iteration 55Q (16411.120000 sec): 3 clusters
  Score: Raw -1509278.912246 + Penalty 3108.306772 = -1506170.605474
  nChanged 7
		SP:Iteration 56Q (16411.360000 sec): 3 clusters
  Score: Raw -1509280.461056 + Penalty 3108.306772 = -1506172.154284
  nChanged 14
		SP:Iteration 57Q (16411.560000 sec): 3 clusters
  Score: Raw -1509283.903491 + Penalty 3108.306772 = -1506175.596719
  nChanged 12
		SP:Iteration 58Q (16411.810000 sec): 3 clusters
  Score: Raw -1509286.937732 + Penalty 3108.306772 = -1506178.630960
  nChanged 14
		SP:Iteration 59Q (16412.040000 sec): 3 clusters
  Score: Raw -1509290.448723 + Penalty 3108.306772 = -1506182.141951
  nChanged 11
		SP:Iteration 60F (16412.290000 sec): 3 clusters
  Score: Raw -1509292.334405 + Penalty 3108.306772 = -1506184.027633
  nChanged 7
		SP:Iteration 61Q (16412.500000 sec): 3 clusters
  Score: Raw -1509294.012667 + Penalty 3108.306772 = -1506185.705895
  nChanged 5
		SP:Iteration 62Q (16412.750000 sec): 3 clusters
  Score: Raw -1509294.912731 + Penalty 3108.306772 = -1506186.605959
  nChanged 7
		SP:Iteration 63Q (16412.960000 sec): 3 clusters
  Score: Raw -1509296.360705 + Penalty 3108.306772 = -1506188.053933
  nChanged 5
		SP:Iteration 64Q (16413.160000 sec): 3 clusters
  Score: Raw -1509297.378724 + Penalty 3108.306772 = -1506189.071952
  nChanged 4
		SP:Iteration 65Q (16413.390000 sec): 3 clusters
  Score: Raw -1509298.773499 + Penalty 3108.306772 = -1506190.466727
  nChanged 6
		SP:Iteration 66Q (16413.640000 sec): 3 clusters
  Score: Raw -1509299.830777 + Penalty 3108.306772 = -1506191.524005
  nChanged 3
		SP:Iteration 67Q (16413.860000 sec): 3 clusters
  Score: Raw -1509300.310282 + Penalty 3108.306772 = -1506192.003510
  nChanged 2
		SP:Iteration 68Q (16414.050000 sec): 3 clusters
  Score: Raw -1509300.794859 + Penalty 3108.306772 = -1506192.488087
  nChanged 4
		SP:Iteration 69Q (16414.310000 sec): 3 clusters
  Score: Raw -1509301.843940 + Penalty 3108.306772 = -1506193.537168
  nChanged 4
		SP:Iteration 70Q (16414.510000 sec): 3 clusters
  Score: Raw -1509302.564404 + Penalty 3108.306772 = -1506194.257632
  nChanged 7
		SP:Iteration 71Q (16414.760000 sec): 3 clusters
  Score: Raw -1509304.017528 + Penalty 3108.306772 = -1506195.710756
  nChanged 2
		SP:Iteration 72Q (16415.000000 sec): 3 clusters
  Score: Raw -1509304.345594 + Penalty 3108.306772 = -1506196.038822
  nChanged 1
		SP:Iteration 73Q (16415.210000 sec): 3 clusters
  Score: Raw -1509304.520178 + Penalty 3108.306772 = -1506196.213406
  nChanged 1
		SP:Iteration 74Q (16415.420000 sec): 3 clusters
  Score: Raw -1509304.729221 + Penalty 3108.306772 = -1506196.422449
  nChanged 0
		SP:Iteration 75F (16415.660000 sec): 3 clusters
  Score: Raw -1509304.729221 + Penalty 3108.306772 = -1506196.422449
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (24021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16415.860000 sec): 2 clusters
  Score: Raw -2497991.111314 + Penalty 1639.086106 = -2496352.025209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16416.120000 sec): 3 clusters
  Score: Raw -2483416.871740 + Penalty 3278.172211 = -2480138.699529
  nChanged 10928
		SP:Iteration 1F (16416.390000 sec): 3 clusters
  Score: Raw -2489822.324112 + Penalty 3278.172211 = -2486544.151900
  nChanged 1534
		SP:Iteration 2F (16416.650000 sec): 3 clusters
  Score: Raw -2490593.177773 + Penalty 3278.172211 = -2487315.005562
  nChanged 1551
		SP:Iteration 3F (16416.930000 sec): 3 clusters
  Score: Raw -2491420.582555 + Penalty 3278.172211 = -2488142.410344
  nChanged 1479
		SP:Iteration 4F (16417.210000 sec): 3 clusters
  Score: Raw -2492199.092397 + Penalty 3278.172211 = -2488920.920186
  nChanged 1347
		SP:Iteration 5F (16417.470000 sec): 3 clusters
  Score: Raw -2492895.419264 + Penalty 3278.172211 = -2489617.247053
  nChanged 1163
		SP:Iteration 6Q (16417.730000 sec): 3 clusters
  Score: Raw -2493515.818021 + Penalty 3278.172211 = -2490237.645810
  nChanged 1023
		SP:Iteration 7Q (16418.010000 sec): 3 clusters
  Score: Raw -2494063.838106 + Penalty 3278.172211 = -2490785.665895
  nChanged 868
		SP:Iteration 8Q (16418.270000 sec): 3 clusters
  Score: Raw -2494565.785196 + Penalty 3278.172211 = -2491287.612984
  nChanged 805
		SP:Iteration 9Q (16418.540000 sec): 3 clusters
  Score: Raw -2495019.564806 + Penalty 3278.172211 = -2491741.392595
  nChanged 699
		SP:Iteration 10Q (16418.830000 sec): 3 clusters
  Score: Raw -2495395.831815 + Penalty 3278.172211 = -2492117.659604
  nChanged 594
		SP:Iteration 11Q (16419.080000 sec): 3 clusters
  Score: Raw -2495722.628592 + Penalty 3278.172211 = -2492444.456381
  nChanged 542
		SP:Iteration 12Q (16419.340000 sec): 3 clusters
  Score: Raw -2496026.169574 + Penalty 3278.172211 = -2492747.997363
  nChanged 531
		SP:Iteration 13Q (16419.570000 sec): 3 clusters
  Score: Raw -2496294.932303 + Penalty 3278.172211 = -2493016.760092
  nChanged 416
		SP:Iteration 14Q (16419.890000 sec): 3 clusters
  Score: Raw -2496476.098635 + Penalty 3278.172211 = -2493197.926424
  nChanged 363
		SP:Iteration 15Q (16420.140000 sec): 3 clusters
  Score: Raw -2496639.352702 + Penalty 3278.172211 = -2493361.180491
  nChanged 353
		SP:Iteration 16Q (16420.420000 sec): 3 clusters
  Score: Raw -2496806.903889 + Penalty 3278.172211 = -2493528.731678
  nChanged 361
		SP:Iteration 17Q (16420.690000 sec): 3 clusters
  Score: Raw -2496985.137209 + Penalty 3278.172211 = -2493706.964998
  nChanged 354
		SP:Iteration 18Q (16420.970000 sec): 3 clusters
  Score: Raw -2497152.955345 + Penalty 3278.172211 = -2493874.783133
  nChanged 311
		SP:Iteration 19Q (16421.240000 sec): 3 clusters
  Score: Raw -2497288.428429 + Penalty 3278.172211 = -2494010.256218
  nChanged 285
		SP:Iteration 20F (16421.530000 sec): 3 clusters
  Score: Raw -2497416.861796 + Penalty 3278.172211 = -2494138.689585
  nChanged 249
		SP:Iteration 21Q (16421.770000 sec): 3 clusters
  Score: Raw -2497533.734265 + Penalty 3278.172211 = -2494255.562054
  nChanged 242
		SP:Iteration 22Q (16422.060000 sec): 3 clusters
  Score: Raw -2497647.707884 + Penalty 3278.172211 = -2494369.535673
  nChanged 220
		SP:Iteration 23Q (16422.320000 sec): 3 clusters
  Score: Raw -2497754.730774 + Penalty 3278.172211 = -2494476.558562
  nChanged 217
		SP:Iteration 24Q (16422.550000 sec): 3 clusters
  Score: Raw -2497875.706759 + Penalty 3278.172211 = -2494597.534548
  nChanged 179
		SP:Iteration 25Q (16422.820000 sec): 3 clusters
  Score: Raw -2497974.564290 + Penalty 3278.172211 = -2494696.392079
  nChanged 146
		SP:Iteration 26Q (16423.050000 sec): 3 clusters
  Score: Raw -2498041.363214 + Penalty 3278.172211 = -2494763.191003
  nChanged 108
		SP:Iteration 27Q (16423.330000 sec): 3 clusters
  Score: Raw -2498093.258497 + Penalty 3278.172211 = -2494815.086286
  nChanged 99
		SP:Iteration 28Q (16423.550000 sec): 3 clusters
  Score: Raw -2498132.733998 + Penalty 3278.172211 = -2494854.561787
  nChanged 70
		SP:Iteration 29Q (16423.840000 sec): 3 clusters
  Score: Raw -2498162.466591 + Penalty 3278.172211 = -2494884.294380
  nChanged 60
		SP:Iteration 30Q (16424.130000 sec): 3 clusters
  Score: Raw -2498191.682585 + Penalty 3278.172211 = -2494913.510374
  nChanged 54
		SP:Iteration 31Q (16424.360000 sec): 3 clusters
  Score: Raw -2498214.158305 + Penalty 3278.172211 = -2494935.986094
  nChanged 39
		SP:Iteration 32Q (16424.610000 sec): 3 clusters
  Score: Raw -2498232.907186 + Penalty 3278.172211 = -2494954.734975
  nChanged 29
		SP:Iteration 33Q (16424.880000 sec): 3 clusters
  Score: Raw -2498246.014251 + Penalty 3278.172211 = -2494967.842040
  nChanged 40
		SP:Iteration 34Q (16425.120000 sec): 3 clusters
  Score: Raw -2498262.644675 + Penalty 3278.172211 = -2494984.472463
  nChanged 29
		SP:Iteration 35Q (16425.330000 sec): 3 clusters
  Score: Raw -2498273.065010 + Penalty 3278.172211 = -2494994.892799
  nChanged 15
		SP:Iteration 36Q (16425.580000 sec): 3 clusters
  Score: Raw -2498278.574734 + Penalty 3278.172211 = -2495000.402523
  nChanged 11
		SP:Iteration 37Q (16425.810000 sec): 3 clusters
  Score: Raw -2498285.901616 + Penalty 3278.172211 = -2495007.729405
  nChanged 18
		SP:Iteration 38Q (16426.090000 sec): 3 clusters
  Score: Raw -2498291.487819 + Penalty 3278.172211 = -2495013.315608
  nChanged 14
		SP:Iteration 39Q (16426.320000 sec): 3 clusters
  Score: Raw -2498295.564575 + Penalty 3278.172211 = -2495017.392363
  nChanged 7
		SP:Iteration 40F (16426.570000 sec): 3 clusters
  Score: Raw -2498297.878167 + Penalty 3278.172211 = -2495019.705956
  nChanged 5
		SP:Iteration 41Q (16426.820000 sec): 3 clusters
  Score: Raw -2498300.298014 + Penalty 3278.172211 = -2495022.125803
  nChanged 4
		SP:Iteration 42Q (16427.050000 sec): 3 clusters
  Score: Raw -2498301.823751 + Penalty 3278.172211 = -2495023.651539
  nChanged 4
		SP:Iteration 43Q (16427.280000 sec): 3 clusters
  Score: Raw -2498303.220586 + Penalty 3278.172211 = -2495025.048375
  nChanged 4
		SP:Iteration 44Q (16427.540000 sec): 3 clusters
  Score: Raw -2498305.076113 + Penalty 3278.172211 = -2495026.903902
  nChanged 3
		SP:Iteration 45Q (16427.790000 sec): 3 clusters
  Score: Raw -2498306.340786 + Penalty 3278.172211 = -2495028.168575
  nChanged 4
		SP:Iteration 46Q (16428.060000 sec): 3 clusters
  Score: Raw -2498308.059602 + Penalty 3278.172211 = -2495029.887391
  nChanged 5
		SP:Iteration 47Q (16428.350000 sec): 3 clusters
  Score: Raw -2498309.499172 + Penalty 3278.172211 = -2495031.326960
  nChanged 2
		SP:Iteration 48Q (16428.600000 sec): 3 clusters
  Score: Raw -2498309.820824 + Penalty 3278.172211 = -2495031.648613
  nChanged 2
		SP:Iteration 49Q (16428.850000 sec): 3 clusters
  Score: Raw -2498310.354244 + Penalty 3278.172211 = -2495032.182033
  nChanged 5
		SP:Iteration 50Q (16429.130000 sec): 3 clusters
  Score: Raw -2498312.161405 + Penalty 3278.172211 = -2495033.989194
  nChanged 5
		SP:Iteration 51Q (16429.390000 sec): 3 clusters
  Score: Raw -2498313.881992 + Penalty 3278.172211 = -2495035.709781
  nChanged 5
		SP:Iteration 52Q (16429.680000 sec): 3 clusters
  Score: Raw -2498315.754827 + Penalty 3278.172211 = -2495037.582616
  nChanged 5
		SP:Iteration 53Q (16429.970000 sec): 3 clusters
  Score: Raw -2498317.836317 + Penalty 3278.172211 = -2495039.664106
  nChanged 7
		SP:Iteration 54Q (16430.280000 sec): 3 clusters
  Score: Raw -2498319.889955 + Penalty 3278.172211 = -2495041.717744
  nChanged 6
		SP:Iteration 55Q (16430.540000 sec): 3 clusters
  Score: Raw -2498323.420930 + Penalty 3278.172211 = -2495045.248719
  nChanged 3
		SP:Iteration 56Q (16430.830000 sec): 3 clusters
  Score: Raw -2498324.421770 + Penalty 3278.172211 = -2495046.249559
  nChanged 5
		SP:Iteration 57Q (16431.050000 sec): 3 clusters
  Score: Raw -2498327.483718 + Penalty 3278.172211 = -2495049.311507
  nChanged 7
		SP:Iteration 58Q (16431.300000 sec): 3 clusters
  Score: Raw -2498330.971932 + Penalty 3278.172211 = -2495052.799721
  nChanged 4
		SP:Iteration 59Q (16431.570000 sec): 3 clusters
  Score: Raw -2498331.880080 + Penalty 3278.172211 = -2495053.707869
  nChanged 0
		SP:Iteration 60F (16431.880000 sec): 3 clusters
  Score: Raw -2498331.880080 + Penalty 3278.172211 = -2495053.707869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16431.980000 sec): 2 clusters
  Score: Raw -453646.055267 + Penalty 1375.297688 = -452270.757579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16432.190000 sec): 3 clusters
  Score: Raw -451222.073911 + Penalty 2750.595375 = -448471.478536
  nChanged 1908
		SP:Iteration 1F (16432.400000 sec): 3 clusters
  Score: Raw -452514.606792 + Penalty 2750.595375 = -449764.011416
  nChanged 460
		SP:Iteration 2F (16432.600000 sec): 3 clusters
  Score: Raw -452921.384940 + Penalty 2750.595375 = -450170.789565
  nChanged 391
		SP:Iteration 3F (16432.780000 sec): 3 clusters
  Score: Raw -453281.511499 + Penalty 2750.595375 = -450530.916124
  nChanged 303
		SP:Iteration 4F (16432.990000 sec): 3 clusters
  Score: Raw -453532.835169 + Penalty 2750.595375 = -450782.239794
  nChanged 253
		SP:Iteration 5F (16433.160000 sec): 3 clusters
  Score: Raw -453714.467894 + Penalty 2750.595375 = -450963.872519
  nChanged 208
		SP:Iteration 6Q (16433.360000 sec): 3 clusters
  Score: Raw -453856.934376 + Penalty 2750.595375 = -451106.339001
  nChanged 137
		SP:Iteration 7Q (16433.560000 sec): 3 clusters
  Score: Raw -453928.664382 + Penalty 2750.595375 = -451178.069007
  nChanged 91
		SP:Iteration 8Q (16433.780000 sec): 3 clusters
  Score: Raw -453968.904777 + Penalty 2750.595375 = -451218.309402
  nChanged 71
		SP:Iteration 9Q (16433.950000 sec): 3 clusters
  Score: Raw -453995.818641 + Penalty 2750.595375 = -451245.223266
  nChanged 60
		SP:Iteration 10Q (16434.140000 sec): 3 clusters
  Score: Raw -454020.403837 + Penalty 2750.595375 = -451269.808462
  nChanged 59
		SP:Iteration 11Q (16434.360000 sec): 3 clusters
  Score: Raw -454046.086206 + Penalty 2750.595375 = -451295.490831
  nChanged 41
		SP:Iteration 12Q (16434.570000 sec): 3 clusters
  Score: Raw -454062.389616 + Penalty 2750.595375 = -451311.794241
  nChanged 40
		SP:Iteration 13Q (16434.760000 sec): 3 clusters
  Score: Raw -454074.384099 + Penalty 2750.595375 = -451323.788724
  nChanged 22
		SP:Iteration 14Q (16434.950000 sec): 3 clusters
  Score: Raw -454080.260043 + Penalty 2750.595375 = -451329.664668
  nChanged 19
		SP:Iteration 15Q (16435.110000 sec): 3 clusters
  Score: Raw -454085.192849 + Penalty 2750.595375 = -451334.597474
  nChanged 12
		SP:Iteration 16Q (16435.320000 sec): 3 clusters
  Score: Raw -454087.528013 + Penalty 2750.595375 = -451336.932638
  nChanged 6
		SP:Iteration 17Q (16435.520000 sec): 3 clusters
  Score: Raw -454088.980058 + Penalty 2750.595375 = -451338.384683
  nChanged 3
		SP:Iteration 18Q (16435.730000 sec): 3 clusters
  Score: Raw -454089.381931 + Penalty 2750.595375 = -451338.786556
  nChanged 0
		SP:Iteration 19F (16435.920000 sec): 3 clusters
  Score: Raw -454091.003510 + Penalty 2750.595375 = -451340.408135
  nChanged 1
		SP:Iteration 20F (16436.120000 sec): 3 clusters
  Score: Raw -454095.407304 + Penalty 2750.595375 = -451344.811929
  nChanged 6
		SP:Iteration 21Q (16436.320000 sec): 3 clusters
  Score: Raw -454096.767660 + Penalty 2750.595375 = -451346.172285
  nChanged 4
		SP:Iteration 22Q (16436.490000 sec): 3 clusters
  Score: Raw -454098.108427 + Penalty 2750.595375 = -451347.513052
  nChanged 3
		SP:Iteration 23Q (16436.680000 sec): 3 clusters
  Score: Raw -454098.853338 + Penalty 2750.595375 = -451348.257963
  nChanged 4
		SP:Iteration 24Q (16436.860000 sec): 3 clusters
  Score: Raw -454099.607742 + Penalty 2750.595375 = -451349.012367
  nChanged 4
		SP:Iteration 25Q (16437.040000 sec): 3 clusters
  Score: Raw -454100.295366 + Penalty 2750.595375 = -451349.699991
  nChanged 4
		SP:Iteration 26Q (16437.240000 sec): 3 clusters
  Score: Raw -454102.432143 + Penalty 2750.595375 = -451351.836768
  nChanged 4
		SP:Iteration 27Q (16437.420000 sec): 3 clusters
  Score: Raw -454109.074000 + Penalty 2750.595375 = -451358.478624
  nChanged 11
		SP:Iteration 28Q (16437.590000 sec): 3 clusters
  Score: Raw -454111.318030 + Penalty 2750.595375 = -451360.722655
  nChanged 2
		SP:Iteration 29Q (16437.790000 sec): 3 clusters
  Score: Raw -454112.305152 + Penalty 2750.595375 = -451361.709777
  nChanged 1
		SP:Iteration 30Q (16437.980000 sec): 3 clusters
  Score: Raw -454112.512437 + Penalty 2750.595375 = -451361.917062
  nChanged 1
		SP:Iteration 31Q (16438.160000 sec): 3 clusters
  Score: Raw -454112.798174 + Penalty 2750.595375 = -451362.202799
  nChanged 1
		SP:Iteration 32Q (16438.350000 sec): 3 clusters
  Score: Raw -454112.946054 + Penalty 2750.595375 = -451362.350679
  nChanged 0
		SP:Iteration 33F (16438.530000 sec): 3 clusters
  Score: Raw -454112.946054 + Penalty 2750.595375 = -451362.350679
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16438.670000 sec): 2 clusters
  Score: Raw -2163336.701591 + Penalty 1613.043660 = -2161723.657930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16438.940000 sec): 3 clusters
  Score: Raw -2151059.951218 + Penalty 3226.087320 = -2147833.863898
  nChanged 9148
		SP:Iteration 1F (16439.200000 sec): 3 clusters
  Score: Raw -2155993.242218 + Penalty 3226.087320 = -2152767.154898
  nChanged 980
		SP:Iteration 2Q (16439.460000 sec): 3 clusters
  Score: Raw -2156303.079999 + Penalty 3226.087320 = -2153076.992679
  nChanged 870
		SP:Iteration 3Q (16439.740000 sec): 3 clusters
  Score: Raw -2156577.584625 + Penalty 3226.087320 = -2153351.497305
  nChanged 808
		SP:Iteration 4Q (16440.020000 sec): 3 clusters
  Score: Raw -2156832.817369 + Penalty 3226.087320 = -2153606.730049
  nChanged 754
		SP:Iteration 5Q (16440.280000 sec): 3 clusters
  Score: Raw -2157096.813701 + Penalty 3226.087320 = -2153870.726381
  nChanged 744
		SP:Iteration 6Q (16440.520000 sec): 3 clusters
  Score: Raw -2157368.431546 + Penalty 3226.087320 = -2154142.344226
  nChanged 755
		SP:Iteration 7Q (16440.770000 sec): 3 clusters
  Score: Raw -2157684.061821 + Penalty 3226.087320 = -2154457.974500
  nChanged 780
		SP:Iteration 8Q (16441.060000 sec): 3 clusters
  Score: Raw -2158108.251700 + Penalty 3226.087320 = -2154882.164380
  nChanged 922
		SP:Iteration 9Q (16441.320000 sec): 3 clusters
  Score: Raw -2158681.147131 + Penalty 3226.087320 = -2155455.059811
  nChanged 986
		SP:Iteration 10Q (16441.580000 sec): 3 clusters
  Score: Raw -2159336.792732 + Penalty 3226.087320 = -2156110.705412
  nChanged 898
		SP:Iteration 11Q (16441.830000 sec): 3 clusters
  Score: Raw -2159939.352399 + Penalty 3226.087320 = -2156713.265078
  nChanged 789
		SP:Iteration 12Q (16442.110000 sec): 3 clusters
  Score: Raw -2160343.308976 + Penalty 3226.087320 = -2157117.221656
  nChanged 616
		SP:Iteration 13Q (16442.350000 sec): 3 clusters
  Score: Raw -2160589.449092 + Penalty 3226.087320 = -2157363.361772
  nChanged 440
		SP:Iteration 14Q (16442.640000 sec): 3 clusters
  Score: Raw -2160726.857151 + Penalty 3226.087320 = -2157500.769830
  nChanged 340
		SP:Iteration 15Q (16442.870000 sec): 3 clusters
  Score: Raw -2160838.293517 + Penalty 3226.087320 = -2157612.206197
  nChanged 295
		SP:Iteration 16Q (16443.150000 sec): 3 clusters
  Score: Raw -2160937.672060 + Penalty 3226.087320 = -2157711.584740
  nChanged 317
		SP:Iteration 17Q (16443.400000 sec): 3 clusters
  Score: Raw -2161061.786886 + Penalty 3226.087320 = -2157835.699565
  nChanged 319
		SP:Iteration 18Q (16443.640000 sec): 3 clusters
  Score: Raw -2161180.699507 + Penalty 3226.087320 = -2157954.612187
  nChanged 330
		SP:Iteration 19Q (16443.860000 sec): 3 clusters
  Score: Raw -2161316.777061 + Penalty 3226.087320 = -2158090.689741
  nChanged 347
		SP:Iteration 20F (16444.150000 sec): 3 clusters
  Score: Raw -2161458.088144 + Penalty 3226.087320 = -2158232.000824
  nChanged 334
		SP:Iteration 21Q (16444.360000 sec): 3 clusters
  Score: Raw -2161589.344262 + Penalty 3226.087320 = -2158363.256942
  nChanged 296
		SP:Iteration 22Q (16444.600000 sec): 3 clusters
  Score: Raw -2161712.925253 + Penalty 3226.087320 = -2158486.837933
  nChanged 292
		SP:Iteration 23Q (16444.860000 sec): 3 clusters
  Score: Raw -2161835.000833 + Penalty 3226.087320 = -2158608.913512
  nChanged 284
		SP:Iteration 24Q (16445.080000 sec): 3 clusters
  Score: Raw -2161955.359751 + Penalty 3226.087320 = -2158729.272431
  nChanged 284
		SP:Iteration 25Q (16445.320000 sec): 3 clusters
  Score: Raw -2162080.829292 + Penalty 3226.087320 = -2158854.741971
  nChanged 294
		SP:Iteration 26Q (16445.610000 sec): 3 clusters
  Score: Raw -2162214.179366 + Penalty 3226.087320 = -2158988.092046
  nChanged 285
		SP:Iteration 27Q (16445.830000 sec): 3 clusters
  Score: Raw -2162351.997924 + Penalty 3226.087320 = -2159125.910604
  nChanged 273
		SP:Iteration 28Q (16446.100000 sec): 3 clusters
  Score: Raw -2162491.126843 + Penalty 3226.087320 = -2159265.039523
  nChanged 245
		SP:Iteration 29Q (16446.330000 sec): 3 clusters
  Score: Raw -2162606.844869 + Penalty 3226.087320 = -2159380.757549
  nChanged 194
		SP:Iteration 30Q (16446.590000 sec): 3 clusters
  Score: Raw -2162697.266586 + Penalty 3226.087320 = -2159471.179266
  nChanged 200
		SP:Iteration 31Q (16446.820000 sec): 3 clusters
  Score: Raw -2162793.280567 + Penalty 3226.087320 = -2159567.193247
  nChanged 189
		SP:Iteration 32Q (16447.110000 sec): 3 clusters
  Score: Raw -2162890.364334 + Penalty 3226.087320 = -2159664.277014
  nChanged 174
		SP:Iteration 33Q (16447.360000 sec): 3 clusters
  Score: Raw -2162971.934227 + Penalty 3226.087320 = -2159745.846907
  nChanged 143
		SP:Iteration 34Q (16447.560000 sec): 3 clusters
  Score: Raw -2163045.859894 + Penalty 3226.087320 = -2159819.772573
  nChanged 126
		SP:Iteration 35Q (16447.830000 sec): 3 clusters
  Score: Raw -2163114.299606 + Penalty 3226.087320 = -2159888.212286
  nChanged 137
		SP:Iteration 36Q (16448.090000 sec): 3 clusters
  Score: Raw -2163190.577354 + Penalty 3226.087320 = -2159964.490034
  nChanged 105
		SP:Iteration 37Q (16448.300000 sec): 3 clusters
  Score: Raw -2163254.203175 + Penalty 3226.087320 = -2160028.115855
  nChanged 94
		SP:Iteration 38Q (16448.550000 sec): 3 clusters
  Score: Raw -2163309.410360 + Penalty 3226.087320 = -2160083.323039
  nChanged 60
		SP:Iteration 39Q (16448.780000 sec): 3 clusters
  Score: Raw -2163348.390671 + Penalty 3226.087320 = -2160122.303351
  nChanged 50
		SP:Iteration 40F (16449.070000 sec): 3 clusters
  Score: Raw -2163378.524620 + Penalty 3226.087320 = -2160152.437300
  nChanged 39
		SP:Iteration 41Q (16449.310000 sec): 3 clusters
  Score: Raw -2163399.821154 + Penalty 3226.087320 = -2160173.733834
  nChanged 38
		SP:Iteration 42Q (16449.530000 sec): 3 clusters
  Score: Raw -2163422.071803 + Penalty 3226.087320 = -2160195.984483
  nChanged 27
		SP:Iteration 43Q (16449.770000 sec): 3 clusters
  Score: Raw -2163437.474485 + Penalty 3226.087320 = -2160211.387165
  nChanged 26
		SP:Iteration 44Q (16450.010000 sec): 3 clusters
  Score: Raw -2163455.472257 + Penalty 3226.087320 = -2160229.384937
  nChanged 20
		SP:Iteration 45Q (16450.290000 sec): 3 clusters
  Score: Raw -2163466.398695 + Penalty 3226.087320 = -2160240.311374
  nChanged 23
		SP:Iteration 46Q (16450.510000 sec): 3 clusters
  Score: Raw -2163478.586821 + Penalty 3226.087320 = -2160252.499501
  nChanged 13
		SP:Iteration 47Q (16450.720000 sec): 3 clusters
  Score: Raw -2163484.144884 + Penalty 3226.087320 = -2160258.057564
  nChanged 8
		SP:Iteration 48Q (16451.010000 sec): 3 clusters
  Score: Raw -2163487.576045 + Penalty 3226.087320 = -2160261.488725
  nChanged 8
		SP:Iteration 49Q (16451.190000 sec): 3 clusters
  Score: Raw -2163492.001800 + Penalty 3226.087320 = -2160265.914480
  nChanged 5
		SP:Iteration 50Q (16451.440000 sec): 3 clusters
  Score: Raw -2163493.394842 + Penalty 3226.087320 = -2160267.307521
  nChanged 2
		SP:Iteration 51Q (16451.730000 sec): 3 clusters
  Score: Raw -2163494.136858 + Penalty 3226.087320 = -2160268.049538
  nChanged 2
		SP:Iteration 52Q (16451.950000 sec): 3 clusters
  Score: Raw -2163495.260102 + Penalty 3226.087320 = -2160269.172781
  nChanged 2
		SP:Iteration 53Q (16452.220000 sec): 3 clusters
  Score: Raw -2163496.490410 + Penalty 3226.087320 = -2160270.403090
  nChanged 6
		SP:Iteration 54Q (16452.460000 sec): 3 clusters
  Score: Raw -2163499.711230 + Penalty 3226.087320 = -2160273.623910
  nChanged 4
		SP:Iteration 55Q (16452.700000 sec): 3 clusters
  Score: Raw -2163501.773131 + Penalty 3226.087320 = -2160275.685810
  nChanged 6
		SP:Iteration 56Q (16452.930000 sec): 3 clusters
  Score: Raw -2163505.064944 + Penalty 3226.087320 = -2160278.977623
  nChanged 9
		SP:Iteration 57Q (16453.190000 sec): 3 clusters
  Score: Raw -2163509.635300 + Penalty 3226.087320 = -2160283.547980
  nChanged 10
		SP:Iteration 58Q (16453.410000 sec): 3 clusters
  Score: Raw -2163516.012272 + Penalty 3226.087320 = -2160289.924952
  nChanged 14
		SP:Iteration 59Q (16453.690000 sec): 3 clusters
  Score: Raw -2163524.708925 + Penalty 3226.087320 = -2160298.621605
  nChanged 9
		SP:Iteration 60F (16453.930000 sec): 3 clusters
  Score: Raw -2163531.257050 + Penalty 3226.087320 = -2160305.169729
  nChanged 12
		SP:Iteration 61Q (16454.190000 sec): 3 clusters
  Score: Raw -2163538.639182 + Penalty 3226.087320 = -2160312.551862
  nChanged 6
		SP:Iteration 62Q (16454.410000 sec): 3 clusters
  Score: Raw -2163541.149965 + Penalty 3226.087320 = -2160315.062644
  nChanged 4
		SP:Iteration 63Q (16454.660000 sec): 3 clusters
  Score: Raw -2163543.139947 + Penalty 3226.087320 = -2160317.052627
  nChanged 1
		SP:Iteration 64Q (16454.920000 sec): 3 clusters
  Score: Raw -2163544.047495 + Penalty 3226.087320 = -2160317.960175
  nChanged 1
		SP:Iteration 65Q (16455.140000 sec): 3 clusters
  Score: Raw -2163545.067311 + Penalty 3226.087320 = -2160318.979991
  nChanged 1
		SP:Iteration 66Q (16455.450000 sec): 3 clusters
  Score: Raw -2163546.159976 + Penalty 3226.087320 = -2160320.072655
  nChanged 1
		SP:Iteration 67Q (16455.660000 sec): 3 clusters
  Score: Raw -2163546.326103 + Penalty 3226.087320 = -2160320.238783
  nChanged 0
		SP:Iteration 68F (16455.970000 sec): 3 clusters
  Score: Raw -2163546.326103 + Penalty 3226.087320 = -2160320.238783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16456.440000 sec): 2 clusters
  Score: Raw -11033720.402725 + Penalty 1875.480057 = -11031844.922668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16457.060000 sec): 3 clusters
  Score: Raw -10966651.529369 + Penalty 3750.960114 = -10962900.569255
  nChanged 49405
		SP:Iteration 1F (16457.670000 sec): 3 clusters
  Score: Raw -10995524.470942 + Penalty 3750.960114 = -10991773.510828
  nChanged 4202
		SP:Iteration 2Q (16458.290000 sec): 3 clusters
  Score: Raw -10997049.746779 + Penalty 3750.960114 = -10993298.786665
  nChanged 5094
		SP:Iteration 3Q (16458.990000 sec): 3 clusters
  Score: Raw -10999379.834230 + Penalty 3750.960114 = -10995628.874116
  nChanged 6145
		SP:Iteration 4F (16459.610000 sec): 3 clusters
  Score: Raw -11002810.884754 + Penalty 3750.960114 = -10999059.924640
  nChanged 6841
		SP:Iteration 5F (16460.200000 sec): 3 clusters
  Score: Raw -11007090.694355 + Penalty 3750.960114 = -11003339.734241
  nChanged 7135
		SP:Iteration 6F (16460.780000 sec): 3 clusters
  Score: Raw -11011533.012901 + Penalty 3750.960114 = -11007782.052787
  nChanged 6310
		SP:Iteration 7F (16461.390000 sec): 3 clusters
  Score: Raw -11014901.536757 + Penalty 3750.960114 = -11011150.576643
  nChanged 4941
		SP:Iteration 8Q (16462.010000 sec): 3 clusters
  Score: Raw -11017127.523251 + Penalty 3750.960114 = -11013376.563137
  nChanged 3882
		SP:Iteration 9Q (16462.630000 sec): 3 clusters
  Score: Raw -11018542.054190 + Penalty 3750.960114 = -11014791.094076
  nChanged 3167
		SP:Iteration 10Q (16463.270000 sec): 3 clusters
  Score: Raw -11019632.508997 + Penalty 3750.960114 = -11015881.548883
  nChanged 2824
		SP:Iteration 11Q (16463.930000 sec): 3 clusters
  Score: Raw -11020565.038631 + Penalty 3750.960114 = -11016814.078517
  nChanged 2629
		SP:Iteration 12Q (16464.650000 sec): 3 clusters
  Score: Raw -11021399.699938 + Penalty 3750.960114 = -11017648.739824
  nChanged 2688
		SP:Iteration 13Q (16465.380000 sec): 3 clusters
  Score: Raw -11022245.245977 + Penalty 3750.960114 = -11018494.285863
  nChanged 2797
		SP:Iteration 14Q (16466.060000 sec): 3 clusters
  Score: Raw -11023139.498752 + Penalty 3750.960114 = -11019388.538638
  nChanged 2831
		SP:Iteration 15Q (16466.660000 sec): 3 clusters
  Score: Raw -11024075.617646 + Penalty 3750.960114 = -11020324.657532
  nChanged 2889
		SP:Iteration 16Q (16467.290000 sec): 3 clusters
  Score: Raw -11025073.571210 + Penalty 3750.960114 = -11021322.611096
  nChanged 2894
		SP:Iteration 17Q (16467.980000 sec): 3 clusters
  Score: Raw -11026097.084016 + Penalty 3750.960114 = -11022346.123902
  nChanged 2900
		SP:Iteration 18Q (16468.650000 sec): 3 clusters
  Score: Raw -11027147.781410 + Penalty 3750.960114 = -11023396.821296
  nChanged 2872
		SP:Iteration 19Q (16469.250000 sec): 3 clusters
  Score: Raw -11028210.702572 + Penalty 3750.960114 = -11024459.742458
  nChanged 2731
		SP:Iteration 20F (16469.860000 sec): 3 clusters
  Score: Raw -11029222.034431 + Penalty 3750.960114 = -11025471.074317
  nChanged 2555
		SP:Iteration 21Q (16470.510000 sec): 3 clusters
  Score: Raw -11030159.320342 + Penalty 3750.960114 = -11026408.360228
  nChanged 2354
		SP:Iteration 22Q (16471.120000 sec): 3 clusters
  Score: Raw -11030997.887759 + Penalty 3750.960114 = -11027246.927645
  nChanged 2041
		SP:Iteration 23Q (16471.750000 sec): 3 clusters
  Score: Raw -11031700.176485 + Penalty 3750.960114 = -11027949.216371
  nChanged 1830
		SP:Iteration 24Q (16472.360000 sec): 3 clusters
  Score: Raw -11032308.664400 + Penalty 3750.960114 = -11028557.704286
  nChanged 1540
		SP:Iteration 25Q (16472.900000 sec): 3 clusters
  Score: Raw -11032776.202462 + Penalty 3750.960114 = -11029025.242348
  nChanged 1291
		SP:Iteration 26Q (16473.490000 sec): 3 clusters
  Score: Raw -11033134.664352 + Penalty 3750.960114 = -11029383.704238
  nChanged 1068
		SP:Iteration 27Q (16473.970000 sec): 3 clusters
  Score: Raw -11033413.917495 + Penalty 3750.960114 = -11029662.957381
  nChanged 881
		SP:Iteration 28Q (16474.490000 sec): 3 clusters
  Score: Raw -11033629.824747 + Penalty 3750.960114 = -11029878.864633
  nChanged 741
		SP:Iteration 29Q (16475.160000 sec): 3 clusters
  Score: Raw -11033793.363763 + Penalty 3750.960114 = -11030042.403649
  nChanged 569
		SP:Iteration 30Q (16475.770000 sec): 3 clusters
  Score: Raw -11033909.865414 + Penalty 3750.960114 = -11030158.905300
  nChanged 521
		SP:Iteration 31Q (16476.360000 sec): 3 clusters
  Score: Raw -11034014.265359 + Penalty 3750.960114 = -11030263.305245
  nChanged 435
		SP:Iteration 32Q (16476.950000 sec): 3 clusters
  Score: Raw -11034092.598883 + Penalty 3750.960114 = -11030341.638769
  nChanged 357
		SP:Iteration 33Q (16477.530000 sec): 3 clusters
  Score: Raw -11034154.925824 + Penalty 3750.960114 = -11030403.965711
  nChanged 293
		SP:Iteration 34Q (16478.140000 sec): 3 clusters
  Score: Raw -11034205.517526 + Penalty 3750.960114 = -11030454.557412
  nChanged 266
		SP:Iteration 35Q (16478.650000 sec): 3 clusters
  Score: Raw -11034254.207826 + Penalty 3750.960114 = -11030503.247712
  nChanged 224
		SP:Iteration 36Q (16479.300000 sec): 3 clusters
  Score: Raw -11034291.982998 + Penalty 3750.960114 = -11030541.022884
  nChanged 197
		SP:Iteration 37Q (16479.920000 sec): 3 clusters
  Score: Raw -11034318.512074 + Penalty 3750.960114 = -11030567.551960
  nChanged 164
		SP:Iteration 38Q (16480.420000 sec): 3 clusters
  Score: Raw -11034345.539175 + Penalty 3750.960114 = -11030594.579061
  nChanged 154
		SP:Iteration 39Q (16480.970000 sec): 3 clusters
  Score: Raw -11034368.686388 + Penalty 3750.960114 = -11030617.726274
  nChanged 137
		SP:Iteration 40F (16481.570000 sec): 3 clusters
  Score: Raw -11034389.893909 + Penalty 3750.960114 = -11030638.933795
  nChanged 130
		SP:Iteration 41Q (16482.100000 sec): 3 clusters
  Score: Raw -11034408.496149 + Penalty 3750.960114 = -11030657.536035
  nChanged 112
		SP:Iteration 42Q (16482.600000 sec): 3 clusters
  Score: Raw -11034423.092968 + Penalty 3750.960114 = -11030672.132854
  nChanged 105
		SP:Iteration 43Q (16483.170000 sec): 3 clusters
  Score: Raw -11034436.612645 + Penalty 3750.960114 = -11030685.652531
  nChanged 79
		SP:Iteration 44Q (16483.790000 sec): 3 clusters
  Score: Raw -11034448.132109 + Penalty 3750.960114 = -11030697.171995
  nChanged 85
		SP:Iteration 45Q (16484.390000 sec): 3 clusters
  Score: Raw -11034459.022750 + Penalty 3750.960114 = -11030708.062636
  nChanged 75
		SP:Iteration 46Q (16484.960000 sec): 3 clusters
  Score: Raw -11034467.034310 + Penalty 3750.960114 = -11030716.074196
  nChanged 72
		SP:Iteration 47Q (16485.610000 sec): 3 clusters
  Score: Raw -11034476.471254 + Penalty 3750.960114 = -11030725.511140
  nChanged 68
		SP:Iteration 48Q (16486.200000 sec): 3 clusters
  Score: Raw -11034485.649466 + Penalty 3750.960114 = -11030734.689352
  nChanged 67
		SP:Iteration 49Q (16486.750000 sec): 3 clusters
  Score: Raw -11034493.644281 + Penalty 3750.960114 = -11030742.684167
  nChanged 56
		SP:Iteration 50Q (16487.380000 sec): 3 clusters
  Score: Raw -11034500.373431 + Penalty 3750.960114 = -11030749.413317
  nChanged 62
		SP:Iteration 51Q (16487.980000 sec): 3 clusters
  Score: Raw -11034506.266977 + Penalty 3750.960114 = -11030755.306863
  nChanged 36
		SP:Iteration 52Q (16488.550000 sec): 3 clusters
  Score: Raw -11034509.548397 + Penalty 3750.960114 = -11030758.588283
  nChanged 31
		SP:Iteration 53Q (16489.190000 sec): 3 clusters
  Score: Raw -11034512.689870 + Penalty 3750.960114 = -11030761.729756
  nChanged 31
		SP:Iteration 54Q (16489.810000 sec): 3 clusters
  Score: Raw -11034515.993353 + Penalty 3750.960114 = -11030765.033239
  nChanged 37
		SP:Iteration 55Q (16490.360000 sec): 3 clusters
  Score: Raw -11034519.685584 + Penalty 3750.960114 = -11030768.725470
  nChanged 37
		SP:Iteration 56Q (16490.920000 sec): 3 clusters
  Score: Raw -11034523.175883 + Penalty 3750.960114 = -11030772.215769
  nChanged 31
		SP:Iteration 57Q (16491.530000 sec): 3 clusters
  Score: Raw -11034526.355071 + Penalty 3750.960114 = -11030775.394957
  nChanged 25
		SP:Iteration 58Q (16492.030000 sec): 3 clusters
  Score: Raw -11034528.988219 + Penalty 3750.960114 = -11030778.028105
  nChanged 30
		SP:Iteration 59Q (16492.590000 sec): 3 clusters
  Score: Raw -11034532.114452 + Penalty 3750.960114 = -11030781.154338
  nChanged 26
		SP:Iteration 60F (16493.170000 sec): 3 clusters
  Score: Raw -11034535.131268 + Penalty 3750.960114 = -11030784.171154
  nChanged 34
		SP:Iteration 61Q (16493.790000 sec): 3 clusters
  Score: Raw -11034538.823701 + Penalty 3750.960114 = -11030787.863587
  nChanged 34
		SP:Iteration 62Q (16494.400000 sec): 3 clusters
  Score: Raw -11034542.263056 + Penalty 3750.960114 = -11030791.302942
  nChanged 32
		SP:Iteration 63Q (16494.930000 sec): 3 clusters
  Score: Raw -11034546.014844 + Penalty 3750.960114 = -11030795.054730
  nChanged 22
		SP:Iteration 64Q (16495.480000 sec): 3 clusters
  Score: Raw -11034548.195579 + Penalty 3750.960114 = -11030797.235465
  nChanged 23
		SP:Iteration 65Q (16496.050000 sec): 3 clusters
  Score: Raw -11034550.169280 + Penalty 3750.960114 = -11030799.209166
  nChanged 18
		SP:Iteration 66Q (16496.520000 sec): 3 clusters
  Score: Raw -11034551.670469 + Penalty 3750.960114 = -11030800.710355
  nChanged 16
		SP:Iteration 67Q (16497.060000 sec): 3 clusters
  Score: Raw -11034553.247288 + Penalty 3750.960114 = -11030802.287174
  nChanged 15
		SP:Iteration 68Q (16497.610000 sec): 3 clusters
  Score: Raw -11034554.578384 + Penalty 3750.960114 = -11030803.618270
  nChanged 17
		SP:Iteration 69Q (16498.150000 sec): 3 clusters
  Score: Raw -11034556.055947 + Penalty 3750.960114 = -11030805.095833
  nChanged 10
		SP:Iteration 70Q (16498.710000 sec): 3 clusters
  Score: Raw -11034556.743242 + Penalty 3750.960114 = -11030805.783128
  nChanged 8
		SP:Iteration 71Q (16499.290000 sec): 3 clusters
  Score: Raw -11034557.405123 + Penalty 3750.960114 = -11030806.445009
  nChanged 11
		SP:Iteration 72Q (16499.890000 sec): 3 clusters
  Score: Raw -11034558.549503 + Penalty 3750.960114 = -11030807.589389
  nChanged 16
		SP:Iteration 73Q (16500.510000 sec): 3 clusters
  Score: Raw -11034560.517585 + Penalty 3750.960114 = -11030809.557471
  nChanged 18
		SP:Iteration 74Q (16501.100000 sec): 3 clusters
  Score: Raw -11034562.282726 + Penalty 3750.960114 = -11030811.322612
  nChanged 15
		SP:Iteration 75Q (16501.670000 sec): 3 clusters
  Score: Raw -11034563.933651 + Penalty 3750.960114 = -11030812.973537
  nChanged 12
		SP:Iteration 76Q (16502.260000 sec): 3 clusters
  Score: Raw -11034565.030675 + Penalty 3750.960114 = -11030814.070561
  nChanged 13
		SP:Iteration 77Q (16502.910000 sec): 3 clusters
  Score: Raw -11034566.179987 + Penalty 3750.960114 = -11030815.219873
  nChanged 8
		SP:Iteration 78Q (16503.500000 sec): 3 clusters
  Score: Raw -11034566.868607 + Penalty 3750.960114 = -11030815.908493
  nChanged 8
		SP:Iteration 79Q (16504.070000 sec): 3 clusters
  Score: Raw -11034567.421716 + Penalty 3750.960114 = -11030816.461602
  nChanged 3
		SP:Iteration 80F (16504.680000 sec): 3 clusters
  Score: Raw -11034567.646124 + Penalty 3750.960114 = -11030816.686010
  nChanged 2
		SP:Iteration 81Q (16505.270000 sec): 3 clusters
  Score: Raw -11034567.874277 + Penalty 3750.960114 = -11030816.914163
  nChanged 4
		SP:Iteration 82Q (16505.810000 sec): 3 clusters
  Score: Raw -11034568.160972 + Penalty 3750.960114 = -11030817.200858
  nChanged 2
		SP:Iteration 83Q (16506.320000 sec): 3 clusters
  Score: Raw -11034568.276179 + Penalty 3750.960114 = -11030817.316065
  nChanged 1
		SP:Iteration 84Q (16506.950000 sec): 3 clusters
  Score: Raw -11034568.372379 + Penalty 3750.960114 = -11030817.412265
  nChanged 1
		SP:Iteration 85Q (16507.540000 sec): 3 clusters
  Score: Raw -11034568.451335 + Penalty 3750.960114 = -11030817.491221
  nChanged 1
		SP:Iteration 86Q (16508.090000 sec): 3 clusters
  Score: Raw -11034568.540250 + Penalty 3750.960114 = -11030817.580136
  nChanged 1
		SP:Iteration 87Q (16508.630000 sec): 3 clusters
  Score: Raw -11034568.605857 + Penalty 3750.960114 = -11030817.645743
  nChanged 0
		SP:Iteration 88F (16509.230000 sec): 3 clusters
  Score: Raw -11034568.605857 + Penalty 3750.960114 = -11030817.645743
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16509.420000 sec): 2 clusters
  Score: Raw -956531.970529 + Penalty 1483.060131 = -955048.910398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16509.650000 sec): 3 clusters
  Score: Raw -951393.387567 + Penalty 2966.120263 = -948427.267304
  nChanged 3934
		SP:Iteration 1F (16509.850000 sec): 3 clusters
  Score: Raw -953558.011510 + Penalty 2966.120263 = -950591.891247
  nChanged 565
		SP:Iteration 2F (16510.090000 sec): 3 clusters
  Score: Raw -953824.771690 + Penalty 2966.120263 = -950858.651427
  nChanged 534
		SP:Iteration 3F (16510.270000 sec): 3 clusters
  Score: Raw -954110.306698 + Penalty 2966.120263 = -951144.186435
  nChanged 554
		SP:Iteration 4F (16510.500000 sec): 3 clusters
  Score: Raw -954436.730233 + Penalty 2966.120263 = -951470.609971
  nChanged 567
		SP:Iteration 5F (16510.690000 sec): 3 clusters
  Score: Raw -954756.274798 + Penalty 2966.120263 = -951790.154535
  nChanged 511
		SP:Iteration 6F (16510.910000 sec): 3 clusters
  Score: Raw -955074.760139 + Penalty 2966.120263 = -952108.639877
  nChanged 478
		SP:Iteration 7F (16511.130000 sec): 3 clusters
  Score: Raw -955376.032434 + Penalty 2966.120263 = -952409.912171
  nChanged 407
		SP:Iteration 8Q (16511.350000 sec): 3 clusters
  Score: Raw -955636.321765 + Penalty 2966.120263 = -952670.201502
  nChanged 375
		SP:Iteration 9Q (16511.590000 sec): 3 clusters
  Score: Raw -955876.802171 + Penalty 2966.120263 = -952910.681908
  nChanged 298
		SP:Iteration 10Q (16511.810000 sec): 3 clusters
  Score: Raw -956057.108492 + Penalty 2966.120263 = -953090.988229
  nChanged 200
		SP:Iteration 11Q (16512.040000 sec): 3 clusters
  Score: Raw -956171.098654 + Penalty 2966.120263 = -953204.978391
  nChanged 146
		SP:Iteration 12Q (16512.290000 sec): 3 clusters
  Score: Raw -956258.288002 + Penalty 2966.120263 = -953292.167739
  nChanged 125
		SP:Iteration 13Q (16512.500000 sec): 3 clusters
  Score: Raw -956332.645463 + Penalty 2966.120263 = -953366.525200
  nChanged 106
		SP:Iteration 14Q (16512.730000 sec): 3 clusters
  Score: Raw -956401.682124 + Penalty 2966.120263 = -953435.561861
  nChanged 94
		SP:Iteration 15Q (16513.010000 sec): 3 clusters
  Score: Raw -956463.723245 + Penalty 2966.120263 = -953497.602982
  nChanged 75
		SP:Iteration 16Q (16513.220000 sec): 3 clusters
  Score: Raw -956507.967537 + Penalty 2966.120263 = -953541.847274
  nChanged 48
		SP:Iteration 17Q (16513.420000 sec): 3 clusters
  Score: Raw -956541.740510 + Penalty 2966.120263 = -953575.620247
  nChanged 40
		SP:Iteration 18Q (16513.700000 sec): 3 clusters
  Score: Raw -956574.489098 + Penalty 2966.120263 = -953608.368835
  nChanged 45
		SP:Iteration 19Q (16513.930000 sec): 3 clusters
  Score: Raw -956606.337693 + Penalty 2966.120263 = -953640.217430
  nChanged 32
		SP:Iteration 20F (16514.120000 sec): 3 clusters
  Score: Raw -956625.734615 + Penalty 2966.120263 = -953659.614352
  nChanged 27
		SP:Iteration 21Q (16514.370000 sec): 3 clusters
  Score: Raw -956642.569630 + Penalty 2966.120263 = -953676.449367
  nChanged 12
		SP:Iteration 22Q (16514.540000 sec): 3 clusters
  Score: Raw -956648.682127 + Penalty 2966.120263 = -953682.561864
  nChanged 5
		SP:Iteration 23Q (16514.760000 sec): 3 clusters
  Score: Raw -956651.983917 + Penalty 2966.120263 = -953685.863654
  nChanged 6
		SP:Iteration 24Q (16514.990000 sec): 3 clusters
  Score: Raw -956655.577938 + Penalty 2966.120263 = -953689.457675
  nChanged 6
		SP:Iteration 25Q (16515.210000 sec): 3 clusters
  Score: Raw -956660.302479 + Penalty 2966.120263 = -953694.182216
  nChanged 11
		SP:Iteration 26Q (16515.400000 sec): 3 clusters
  Score: Raw -956671.587110 + Penalty 2966.120263 = -953705.466847
  nChanged 18
		SP:Iteration 27Q (16515.620000 sec): 3 clusters
  Score: Raw -956687.284594 + Penalty 2966.120263 = -953721.164331
  nChanged 14
		SP:Iteration 28Q (16515.880000 sec): 3 clusters
  Score: Raw -956699.741614 + Penalty 2966.120263 = -953733.621351
  nChanged 11
		SP:Iteration 29Q (16516.080000 sec): 3 clusters
  Score: Raw -956709.755933 + Penalty 2966.120263 = -953743.635670
  nChanged 11
		SP:Iteration 30Q (16516.290000 sec): 3 clusters
  Score: Raw -956719.512408 + Penalty 2966.120263 = -953753.392146
  nChanged 11
		SP:Iteration 31Q (16516.520000 sec): 3 clusters
  Score: Raw -956727.586470 + Penalty 2966.120263 = -953761.466207
  nChanged 7
		SP:Iteration 32Q (16516.720000 sec): 3 clusters
  Score: Raw -956732.993590 + Penalty 2966.120263 = -953766.873327
  nChanged 2
		SP:Iteration 33Q (16516.960000 sec): 3 clusters
  Score: Raw -956733.891060 + Penalty 2966.120263 = -953767.770797
  nChanged 2
		SP:Iteration 34Q (16517.110000 sec): 3 clusters
  Score: Raw -956734.577439 + Penalty 2966.120263 = -953768.457176
  nChanged 0
		SP:Iteration 35F (16517.310000 sec): 3 clusters
  Score: Raw -956734.577439 + Penalty 2966.120263 = -953768.457176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16517.680000 sec): 2 clusters
  Score: Raw -7446924.028337 + Penalty 1817.488788 = -7445106.539548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16518.150000 sec): 3 clusters
  Score: Raw -7400660.024134 + Penalty 3634.977577 = -7397025.046557
  nChanged 34129
		SP:Iteration 1F (16518.620000 sec): 3 clusters
  Score: Raw -7420625.540768 + Penalty 3634.977577 = -7416990.563191
  nChanged 2520
		SP:Iteration 2Q (16519.140000 sec): 3 clusters
  Score: Raw -7421246.997657 + Penalty 3634.977577 = -7417612.020080
  nChanged 2568
		SP:Iteration 3Q (16519.650000 sec): 3 clusters
  Score: Raw -7421950.975232 + Penalty 3634.977577 = -7418315.997656
  nChanged 2780
		SP:Iteration 4Q (16520.170000 sec): 3 clusters
  Score: Raw -7422885.117261 + Penalty 3634.977577 = -7419250.139684
  nChanged 3345
		SP:Iteration 5Q (16520.680000 sec): 3 clusters
  Score: Raw -7424319.240591 + Penalty 3634.977577 = -7420684.263015
  nChanged 4252
		SP:Iteration 6F (16521.190000 sec): 3 clusters
  Score: Raw -7426767.452389 + Penalty 3634.977577 = -7423132.474812
  nChanged 5334
		SP:Iteration 7F (16521.710000 sec): 3 clusters
  Score: Raw -7430670.221428 + Penalty 3634.977577 = -7427035.243851
  nChanged 5917
		SP:Iteration 8F (16522.230000 sec): 3 clusters
  Score: Raw -7435795.289541 + Penalty 3634.977577 = -7432160.311964
  nChanged 5334
		SP:Iteration 9F (16522.680000 sec): 3 clusters
  Score: Raw -7440904.091220 + Penalty 3634.977577 = -7437269.113643
  nChanged 3626
		SP:Iteration 10F (16523.200000 sec): 3 clusters
  Score: Raw -7444418.656686 + Penalty 3634.977577 = -7440783.679109
  nChanged 1789
		SP:Iteration 11Q (16523.630000 sec): 3 clusters
  Score: Raw -7446084.617384 + Penalty 3634.977577 = -7442449.639807
  nChanged 683
		SP:Iteration 12Q (16524.130000 sec): 3 clusters
  Score: Raw -7446700.789050 + Penalty 3634.977577 = -7443065.811473
  nChanged 216
		SP:Iteration 13Q (16524.530000 sec): 3 clusters
  Score: Raw -7446920.568084 + Penalty 3634.977577 = -7443285.590507
  nChanged 85
		SP:Iteration 14Q (16524.980000 sec): 3 clusters
  Score: Raw -7447017.211106 + Penalty 3634.977577 = -7443382.233529
  nChanged 36
		SP:Iteration 15Q (16525.360000 sec): 3 clusters
  Score: Raw -7447066.799488 + Penalty 3634.977577 = -7443431.821911
  nChanged 22
		SP:Iteration 16Q (16525.820000 sec): 3 clusters
  Score: Raw -7447099.028472 + Penalty 3634.977577 = -7443464.050895
  nChanged 13
		SP:Iteration 17Q (16526.220000 sec): 3 clusters
  Score: Raw -7447112.808162 + Penalty 3634.977577 = -7443477.830585
  nChanged 7
		SP:Iteration 18Q (16526.680000 sec): 3 clusters
  Score: Raw -7447122.144411 + Penalty 3634.977577 = -7443487.166835
  nChanged 5
		SP:Iteration 19Q (16527.140000 sec): 3 clusters
  Score: Raw -7447129.405145 + Penalty 3634.977577 = -7443494.427568
  nChanged 5
		SP:Iteration 20F (16527.670000 sec): 3 clusters
  Score: Raw -7447136.344128 + Penalty 3634.977577 = -7443501.366551
  nChanged 4
		SP:Iteration 21Q (16528.120000 sec): 3 clusters
  Score: Raw -7447143.304628 + Penalty 3634.977577 = -7443508.327051
  nChanged 6
		SP:Iteration 22Q (16528.570000 sec): 3 clusters
  Score: Raw -7447150.921928 + Penalty 3634.977577 = -7443515.944351
  nChanged 0
		SP:Iteration 23F (16529.060000 sec): 3 clusters
  Score: Raw -7447150.921928 + Penalty 3634.977577 = -7443515.944351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16529.270000 sec): 2 clusters
  Score: Raw -1978651.765393 + Penalty 1598.542966 = -1977053.222428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16529.540000 sec): 3 clusters
  Score: Raw -1967412.106952 + Penalty 3197.085931 = -1964215.021020
  nChanged 8457
		SP:Iteration 1F (16529.780000 sec): 3 clusters
  Score: Raw -1972228.630608 + Penalty 3197.085931 = -1969031.544676
  nChanged 1069
		SP:Iteration 2F (16530.060000 sec): 3 clusters
  Score: Raw -1972721.033755 + Penalty 3197.085931 = -1969523.947824
  nChanged 1071
		SP:Iteration 3F (16530.320000 sec): 3 clusters
  Score: Raw -1973217.229351 + Penalty 3197.085931 = -1970020.143420
  nChanged 992
		SP:Iteration 4F (16530.550000 sec): 3 clusters
  Score: Raw -1973711.336913 + Penalty 3197.085931 = -1970514.250982
  nChanged 929
		SP:Iteration 5Q (16530.800000 sec): 3 clusters
  Score: Raw -1974175.848189 + Penalty 3197.085931 = -1970978.762258
  nChanged 948
		SP:Iteration 6F (16531.060000 sec): 3 clusters
  Score: Raw -1974704.456814 + Penalty 3197.085931 = -1971507.370883
  nChanged 957
		SP:Iteration 7F (16531.350000 sec): 3 clusters
  Score: Raw -1975312.722696 + Penalty 3197.085931 = -1972115.636765
  nChanged 949
		SP:Iteration 8F (16531.590000 sec): 3 clusters
  Score: Raw -1975948.076433 + Penalty 3197.085931 = -1972750.990502
  nChanged 826
		SP:Iteration 9Q (16531.830000 sec): 3 clusters
  Score: Raw -1976444.161880 + Penalty 3197.085931 = -1973247.075949
  nChanged 672
		SP:Iteration 10Q (16532.120000 sec): 3 clusters
  Score: Raw -1976750.054048 + Penalty 3197.085931 = -1973552.968116
  nChanged 499
		SP:Iteration 11Q (16532.370000 sec): 3 clusters
  Score: Raw -1976904.430423 + Penalty 3197.085931 = -1973707.344492
  nChanged 306
		SP:Iteration 12Q (16532.620000 sec): 3 clusters
  Score: Raw -1976992.271551 + Penalty 3197.085931 = -1973795.185619
  nChanged 222
		SP:Iteration 13Q (16532.900000 sec): 3 clusters
  Score: Raw -1977042.922231 + Penalty 3197.085931 = -1973845.836300
  nChanged 170
		SP:Iteration 14Q (16533.180000 sec): 3 clusters
  Score: Raw -1977082.643035 + Penalty 3197.085931 = -1973885.557104
  nChanged 168
		SP:Iteration 15Q (16533.480000 sec): 3 clusters
  Score: Raw -1977119.723502 + Penalty 3197.085931 = -1973922.637571
  nChanged 145
		SP:Iteration 16Q (16533.730000 sec): 3 clusters
  Score: Raw -1977152.053418 + Penalty 3197.085931 = -1973954.967487
  nChanged 153
		SP:Iteration 17Q (16533.940000 sec): 3 clusters
  Score: Raw -1977182.521046 + Penalty 3197.085931 = -1973985.435115
  nChanged 126
		SP:Iteration 18Q (16534.210000 sec): 3 clusters
  Score: Raw -1977206.004505 + Penalty 3197.085931 = -1974008.918574
  nChanged 120
		SP:Iteration 19Q (16534.460000 sec): 3 clusters
  Score: Raw -1977228.421992 + Penalty 3197.085931 = -1974031.336061
  nChanged 120
		SP:Iteration 20F (16534.770000 sec): 3 clusters
  Score: Raw -1977250.420293 + Penalty 3197.085931 = -1974053.334361
  nChanged 121
		SP:Iteration 21Q (16535.000000 sec): 3 clusters
  Score: Raw -1977272.226737 + Penalty 3197.085931 = -1974075.140806
  nChanged 121
		SP:Iteration 22Q (16535.270000 sec): 3 clusters
  Score: Raw -1977296.208228 + Penalty 3197.085931 = -1974099.122297
  nChanged 120
		SP:Iteration 23Q (16535.500000 sec): 3 clusters
  Score: Raw -1977320.056526 + Penalty 3197.085931 = -1974122.970595
  nChanged 128
		SP:Iteration 24Q (16535.780000 sec): 3 clusters
  Score: Raw -1977347.759404 + Penalty 3197.085931 = -1974150.673473
  nChanged 128
		SP:Iteration 25Q (16536.060000 sec): 3 clusters
  Score: Raw -1977374.131394 + Penalty 3197.085931 = -1974177.045462
  nChanged 136
		SP:Iteration 26Q (16536.350000 sec): 3 clusters
  Score: Raw -1977404.121429 + Penalty 3197.085931 = -1974207.035498
  nChanged 153
		SP:Iteration 27Q (16536.550000 sec): 3 clusters
  Score: Raw -1977437.467955 + Penalty 3197.085931 = -1974240.382024
  nChanged 142
		SP:Iteration 28Q (16536.830000 sec): 3 clusters
  Score: Raw -1977468.924600 + Penalty 3197.085931 = -1974271.838669
  nChanged 145
		SP:Iteration 29Q (16537.080000 sec): 3 clusters
  Score: Raw -1977499.816308 + Penalty 3197.085931 = -1974302.730377
  nChanged 140
		SP:Iteration 30Q (16537.370000 sec): 3 clusters
  Score: Raw -1977529.228850 + Penalty 3197.085931 = -1974332.142918
  nChanged 129
		SP:Iteration 31Q (16537.680000 sec): 3 clusters
  Score: Raw -1977561.320207 + Penalty 3197.085931 = -1974364.234276
  nChanged 155
		SP:Iteration 32Q (16537.920000 sec): 3 clusters
  Score: Raw -1977599.633532 + Penalty 3197.085931 = -1974402.547601
  nChanged 142
		SP:Iteration 33Q (16538.200000 sec): 3 clusters
  Score: Raw -1977635.029498 + Penalty 3197.085931 = -1974437.943567
  nChanged 140
		SP:Iteration 34Q (16538.440000 sec): 3 clusters
  Score: Raw -1977672.515769 + Penalty 3197.085931 = -1974475.429838
  nChanged 145
		SP:Iteration 35Q (16538.750000 sec): 3 clusters
  Score: Raw -1977711.491631 + Penalty 3197.085931 = -1974514.405699
  nChanged 144
		SP:Iteration 36Q (16538.950000 sec): 3 clusters
  Score: Raw -1977747.461659 + Penalty 3197.085931 = -1974550.375728
  nChanged 161
		SP:Iteration 37Q (16539.200000 sec): 3 clusters
  Score: Raw -1977790.255843 + Penalty 3197.085931 = -1974593.169911
  nChanged 153
		SP:Iteration 38Q (16539.440000 sec): 3 clusters
  Score: Raw -1977835.509728 + Penalty 3197.085931 = -1974638.423797
  nChanged 162
		SP:Iteration 39Q (16539.720000 sec): 3 clusters
  Score: Raw -1977880.113375 + Penalty 3197.085931 = -1974683.027443
  nChanged 136
		SP:Iteration 40F (16539.960000 sec): 3 clusters
  Score: Raw -1977913.588389 + Penalty 3197.085931 = -1974716.502458
  nChanged 135
		SP:Iteration 41Q (16540.200000 sec): 3 clusters
  Score: Raw -1977944.020036 + Penalty 3197.085931 = -1974746.934105
  nChanged 109
		SP:Iteration 42Q (16540.500000 sec): 3 clusters
  Score: Raw -1977969.562712 + Penalty 3197.085931 = -1974772.476781
  nChanged 116
		SP:Iteration 43Q (16540.740000 sec): 3 clusters
  Score: Raw -1977996.063465 + Penalty 3197.085931 = -1974798.977533
  nChanged 109
		SP:Iteration 44Q (16540.930000 sec): 3 clusters
  Score: Raw -1978018.744838 + Penalty 3197.085931 = -1974821.658907
  nChanged 88
		SP:Iteration 45Q (16541.190000 sec): 3 clusters
  Score: Raw -1978037.216686 + Penalty 3197.085931 = -1974840.130755
  nChanged 85
		SP:Iteration 46Q (16541.480000 sec): 3 clusters
  Score: Raw -1978056.652403 + Penalty 3197.085931 = -1974859.566471
  nChanged 98
		SP:Iteration 47Q (16541.680000 sec): 3 clusters
  Score: Raw -1978079.914882 + Penalty 3197.085931 = -1974882.828950
  nChanged 86
		SP:Iteration 48Q (16541.960000 sec): 3 clusters
  Score: Raw -1978103.504731 + Penalty 3197.085931 = -1974906.418800
  nChanged 99
		SP:Iteration 49Q (16542.200000 sec): 3 clusters
  Score: Raw -1978131.606844 + Penalty 3197.085931 = -1974934.520913
  nChanged 105
		SP:Iteration 50Q (16542.450000 sec): 3 clusters
  Score: Raw -1978160.262598 + Penalty 3197.085931 = -1974963.176666
  nChanged 87
		SP:Iteration 51Q (16542.690000 sec): 3 clusters
  Score: Raw -1978182.821954 + Penalty 3197.085931 = -1974985.736023
  nChanged 82
		SP:Iteration 52Q (16542.910000 sec): 3 clusters
  Score: Raw -1978201.615319 + Penalty 3197.085931 = -1975004.529388
  nChanged 69
		SP:Iteration 53Q (16543.190000 sec): 3 clusters
  Score: Raw -1978219.081094 + Penalty 3197.085931 = -1975021.995162
  nChanged 79
		SP:Iteration 54Q (16543.400000 sec): 3 clusters
  Score: Raw -1978241.269968 + Penalty 3197.085931 = -1975044.184037
  nChanged 79
		SP:Iteration 55Q (16543.690000 sec): 3 clusters
  Score: Raw -1978265.915458 + Penalty 3197.085931 = -1975068.829526
  nChanged 87
		SP:Iteration 56Q (16543.940000 sec): 3 clusters
  Score: Raw -1978285.651132 + Penalty 3197.085931 = -1975088.565201
  nChanged 77
		SP:Iteration 57Q (16544.140000 sec): 3 clusters
  Score: Raw -1978302.531599 + Penalty 3197.085931 = -1975105.445668
  nChanged 66
		SP:Iteration 58Q (16544.360000 sec): 3 clusters
  Score: Raw -1978318.591961 + Penalty 3197.085931 = -1975121.506030
  nChanged 63
		SP:Iteration 59Q (16544.640000 sec): 3 clusters
  Score: Raw -1978333.935477 + Penalty 3197.085931 = -1975136.849546
  nChanged 56
		SP:Iteration 60F (16544.890000 sec): 3 clusters
  Score: Raw -1978347.653312 + Penalty 3197.085931 = -1975150.567380
  nChanged 60
		SP:Iteration 61Q (16545.170000 sec): 3 clusters
  Score: Raw -1978363.726664 + Penalty 3197.085931 = -1975166.640733
  nChanged 60
		SP:Iteration 62Q (16545.400000 sec): 3 clusters
  Score: Raw -1978377.772378 + Penalty 3197.085931 = -1975180.686446
  nChanged 64
		SP:Iteration 63Q (16545.600000 sec): 3 clusters
  Score: Raw -1978397.761248 + Penalty 3197.085931 = -1975200.675317
  nChanged 56
		SP:Iteration 64Q (16545.840000 sec): 3 clusters
  Score: Raw -1978414.848823 + Penalty 3197.085931 = -1975217.762891
  nChanged 57
		SP:Iteration 65Q (16546.070000 sec): 3 clusters
  Score: Raw -1978431.320139 + Penalty 3197.085931 = -1975234.234208
  nChanged 59
		SP:Iteration 66Q (16546.290000 sec): 3 clusters
  Score: Raw -1978447.015160 + Penalty 3197.085931 = -1975249.929229
  nChanged 56
		SP:Iteration 67Q (16546.550000 sec): 3 clusters
  Score: Raw -1978459.702484 + Penalty 3197.085931 = -1975262.616553
  nChanged 41
		SP:Iteration 68Q (16546.840000 sec): 3 clusters
  Score: Raw -1978469.722591 + Penalty 3197.085931 = -1975272.636660
  nChanged 52
		SP:Iteration 69Q (16547.050000 sec): 3 clusters
  Score: Raw -1978483.227254 + Penalty 3197.085931 = -1975286.141323
  nChanged 48
		SP:Iteration 70Q (16547.340000 sec): 3 clusters
  Score: Raw -1978496.895869 + Penalty 3197.085931 = -1975299.809937
  nChanged 49
		SP:Iteration 71Q (16547.580000 sec): 3 clusters
  Score: Raw -1978510.559829 + Penalty 3197.085931 = -1975313.473897
  nChanged 58
		SP:Iteration 72Q (16547.820000 sec): 3 clusters
  Score: Raw -1978527.584666 + Penalty 3197.085931 = -1975330.498735
  nChanged 54
		SP:Iteration 73Q (16548.100000 sec): 3 clusters
  Score: Raw -1978543.018877 + Penalty 3197.085931 = -1975345.932946
  nChanged 44
		SP:Iteration 74Q (16548.360000 sec): 3 clusters
  Score: Raw -1978556.746693 + Penalty 3197.085931 = -1975359.660762
  nChanged 41
		SP:Iteration 75Q (16548.580000 sec): 3 clusters
  Score: Raw -1978568.819656 + Penalty 3197.085931 = -1975371.733725
  nChanged 46
		SP:Iteration 76Q (16548.880000 sec): 3 clusters
  Score: Raw -1978582.348244 + Penalty 3197.085931 = -1975385.262313
  nChanged 39
		SP:Iteration 77Q (16549.140000 sec): 3 clusters
  Score: Raw -1978595.402923 + Penalty 3197.085931 = -1975398.316991
  nChanged 39
		SP:Iteration 78Q (16549.350000 sec): 3 clusters
  Score: Raw -1978606.967079 + Penalty 3197.085931 = -1975409.881148
  nChanged 39
		SP:Iteration 79Q (16549.650000 sec): 3 clusters
  Score: Raw -1978619.043759 + Penalty 3197.085931 = -1975421.957827
  nChanged 38
		SP:Iteration 80F (16549.870000 sec): 3 clusters
  Score: Raw -1978630.140198 + Penalty 3197.085931 = -1975433.054267
  nChanged 35
		SP:Iteration 81Q (16550.120000 sec): 3 clusters
  Score: Raw -1978638.705390 + Penalty 3197.085931 = -1975441.619459
  nChanged 32
		SP:Iteration 82Q (16550.380000 sec): 3 clusters
  Score: Raw -1978648.271770 + Penalty 3197.085931 = -1975451.185839
  nChanged 26
		SP:Iteration 83Q (16550.630000 sec): 3 clusters
  Score: Raw -1978656.234074 + Penalty 3197.085931 = -1975459.148143
  nChanged 32
		SP:Iteration 84Q (16550.860000 sec): 3 clusters
  Score: Raw -1978666.154111 + Penalty 3197.085931 = -1975469.068179
  nChanged 24
		SP:Iteration 85Q (16551.140000 sec): 3 clusters
  Score: Raw -1978675.188426 + Penalty 3197.085931 = -1975478.102495
  nChanged 23
		SP:Iteration 86Q (16551.350000 sec): 3 clusters
  Score: Raw -1978682.842312 + Penalty 3197.085931 = -1975485.756381
  nChanged 28
		SP:Iteration 87Q (16551.620000 sec): 3 clusters
  Score: Raw -1978695.434033 + Penalty 3197.085931 = -1975498.348102
  nChanged 34
		SP:Iteration 88Q (16551.850000 sec): 3 clusters
  Score: Raw -1978709.888090 + Penalty 3197.085931 = -1975512.802159
  nChanged 40
		SP:Iteration 89Q (16552.100000 sec): 3 clusters
  Score: Raw -1978725.111008 + Penalty 3197.085931 = -1975528.025077
  nChanged 35
		SP:Iteration 90Q (16552.330000 sec): 3 clusters
  Score: Raw -1978736.589446 + Penalty 3197.085931 = -1975539.503515
  nChanged 26
		SP:Iteration 91Q (16552.580000 sec): 3 clusters
  Score: Raw -1978744.122901 + Penalty 3197.085931 = -1975547.036970
  nChanged 17
		SP:Iteration 92Q (16552.790000 sec): 3 clusters
  Score: Raw -1978748.050162 + Penalty 3197.085931 = -1975550.964231
  nChanged 15
		SP:Iteration 93Q (16553.010000 sec): 3 clusters
  Score: Raw -1978751.391801 + Penalty 3197.085931 = -1975554.305870
  nChanged 14
		SP:Iteration 94Q (16553.220000 sec): 3 clusters
  Score: Raw -1978755.281376 + Penalty 3197.085931 = -1975558.195445
  nChanged 10
		SP:Iteration 95Q (16553.490000 sec): 3 clusters
  Score: Raw -1978758.036154 + Penalty 3197.085931 = -1975560.950223
  nChanged 12
		SP:Iteration 96Q (16553.730000 sec): 3 clusters
  Score: Raw -1978761.903680 + Penalty 3197.085931 = -1975564.817749
  nChanged 13
		SP:Iteration 97Q (16553.970000 sec): 3 clusters
  Score: Raw -1978766.429338 + Penalty 3197.085931 = -1975569.343407
  nChanged 10
		SP:Iteration 98Q (16554.180000 sec): 3 clusters
  Score: Raw -1978770.114334 + Penalty 3197.085931 = -1975573.028403
  nChanged 12
		SP:Iteration 99Q (16554.390000 sec): 3 clusters
  Score: Raw -1978774.094714 + Penalty 3197.085931 = -1975577.008783
  nChanged 12
		SP:Iteration 100F (16554.680000 sec): 3 clusters
  Score: Raw -1978778.360108 + Penalty 3197.085931 = -1975581.274177
  nChanged 10
		SP:Iteration 101Q (16554.920000 sec): 3 clusters
  Score: Raw -1978782.132646 + Penalty 3197.085931 = -1975585.046715
  nChanged 7
		SP:Iteration 102Q (16555.150000 sec): 3 clusters
  Score: Raw -1978783.773799 + Penalty 3197.085931 = -1975586.687868
  nChanged 6
		SP:Iteration 103Q (16555.410000 sec): 3 clusters
  Score: Raw -1978786.406401 + Penalty 3197.085931 = -1975589.320470
  nChanged 9
		SP:Iteration 104Q (16555.640000 sec): 3 clusters
  Score: Raw -1978790.137684 + Penalty 3197.085931 = -1975593.051753
  nChanged 10
		SP:Iteration 105Q (16555.840000 sec): 3 clusters
  Score: Raw -1978794.078795 + Penalty 3197.085931 = -1975596.992864
  nChanged 12
		SP:Iteration 106Q (16556.100000 sec): 3 clusters
  Score: Raw -1978797.895646 + Penalty 3197.085931 = -1975600.809715
  nChanged 11
		SP:Iteration 107Q (16556.310000 sec): 3 clusters
  Score: Raw -1978802.254680 + Penalty 3197.085931 = -1975605.168748
  nChanged 10
		SP:Iteration 108Q (16556.550000 sec): 3 clusters
  Score: Raw -1978805.420179 + Penalty 3197.085931 = -1975608.334248
  nChanged 8
		SP:Iteration 109Q (16556.740000 sec): 3 clusters
  Score: Raw -1978808.153504 + Penalty 3197.085931 = -1975611.067573
  nChanged 3
		SP:Iteration 110Q (16557.000000 sec): 3 clusters
  Score: Raw -1978808.865388 + Penalty 3197.085931 = -1975611.779457
  nChanged 1
		SP:Iteration 111Q (16557.230000 sec): 3 clusters
  Score: Raw -1978809.293844 + Penalty 3197.085931 = -1975612.207913
  nChanged 2
		SP:Iteration 112Q (16557.500000 sec): 3 clusters
  Score: Raw -1978809.817811 + Penalty 3197.085931 = -1975612.731879
  nChanged 0
		SP:Iteration 113F (16557.720000 sec): 3 clusters
  Score: Raw -1978809.817811 + Penalty 3197.085931 = -1975612.731879
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (43169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16558.030000 sec): 2 clusters
  Score: Raw -4240485.676049 + Penalty 1734.342663 = -4238751.333387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16558.370000 sec): 3 clusters
  Score: Raw -4213529.569314 + Penalty 3468.685325 = -4210060.883988
  nChanged 20105
		SP:Iteration 1F (16558.790000 sec): 3 clusters
  Score: Raw -4225586.127732 + Penalty 3468.685325 = -4222117.442407
  nChanged 2493
		SP:Iteration 2F (16559.170000 sec): 3 clusters
  Score: Raw -4226654.223543 + Penalty 3468.685325 = -4223185.538218
  nChanged 2459
		SP:Iteration 3F (16559.540000 sec): 3 clusters
  Score: Raw -4227891.555954 + Penalty 3468.685325 = -4224422.870629
  nChanged 2575
		SP:Iteration 4F (16559.990000 sec): 3 clusters
  Score: Raw -4229417.710661 + Penalty 3468.685325 = -4225949.025336
  nChanged 2631
		SP:Iteration 5F (16560.360000 sec): 3 clusters
  Score: Raw -4231159.168588 + Penalty 3468.685325 = -4227690.483263
  nChanged 2593
		SP:Iteration 6F (16560.720000 sec): 3 clusters
  Score: Raw -4233132.146035 + Penalty 3468.685325 = -4229663.460710
  nChanged 2382
		SP:Iteration 7F (16561.110000 sec): 3 clusters
  Score: Raw -4234905.952260 + Penalty 3468.685325 = -4231437.266934
  nChanged 1917
		SP:Iteration 8Q (16561.490000 sec): 3 clusters
  Score: Raw -4236150.179070 + Penalty 3468.685325 = -4232681.493745
  nChanged 1384
		SP:Iteration 9Q (16561.920000 sec): 3 clusters
  Score: Raw -4236887.711080 + Penalty 3468.685325 = -4233419.025754
  nChanged 937
		SP:Iteration 10Q (16562.310000 sec): 3 clusters
  Score: Raw -4237301.005321 + Penalty 3468.685325 = -4233832.319995
  nChanged 706
		SP:Iteration 11Q (16562.640000 sec): 3 clusters
  Score: Raw -4237574.930542 + Penalty 3468.685325 = -4234106.245217
  nChanged 580
		SP:Iteration 12Q (16563.040000 sec): 3 clusters
  Score: Raw -4237778.039564 + Penalty 3468.685325 = -4234309.354238
  nChanged 512
		SP:Iteration 13Q (16563.390000 sec): 3 clusters
  Score: Raw -4237945.161260 + Penalty 3468.685325 = -4234476.475935
  nChanged 482
		SP:Iteration 14Q (16563.770000 sec): 3 clusters
  Score: Raw -4238107.603026 + Penalty 3468.685325 = -4234638.917701
  nChanged 480
		SP:Iteration 15Q (16564.180000 sec): 3 clusters
  Score: Raw -4238270.307055 + Penalty 3468.685325 = -4234801.621730
  nChanged 496
		SP:Iteration 16Q (16564.530000 sec): 3 clusters
  Score: Raw -4238441.241499 + Penalty 3468.685325 = -4234972.556174
  nChanged 453
		SP:Iteration 17Q (16564.930000 sec): 3 clusters
  Score: Raw -4238592.495146 + Penalty 3468.685325 = -4235123.809820
  nChanged 448
		SP:Iteration 18Q (16565.330000 sec): 3 clusters
  Score: Raw -4238746.897547 + Penalty 3468.685325 = -4235278.212221
  nChanged 465
		SP:Iteration 19Q (16565.630000 sec): 3 clusters
  Score: Raw -4238921.976329 + Penalty 3468.685325 = -4235453.291003
  nChanged 464
		SP:Iteration 20F (16566.070000 sec): 3 clusters
  Score: Raw -4239111.298976 + Penalty 3468.685325 = -4235642.613650
  nChanged 456
		SP:Iteration 21Q (16566.430000 sec): 3 clusters
  Score: Raw -4239300.428605 + Penalty 3468.685325 = -4235831.743279
  nChanged 437
		SP:Iteration 22Q (16566.780000 sec): 3 clusters
  Score: Raw -4239490.219955 + Penalty 3468.685325 = -4236021.534629
  nChanged 383
		SP:Iteration 23Q (16567.170000 sec): 3 clusters
  Score: Raw -4239657.262113 + Penalty 3468.685325 = -4236188.576787
  nChanged 355
		SP:Iteration 24Q (16567.550000 sec): 3 clusters
  Score: Raw -4239820.107988 + Penalty 3468.685325 = -4236351.422662
  nChanged 355
		SP:Iteration 25Q (16567.950000 sec): 3 clusters
  Score: Raw -4239968.652659 + Penalty 3468.685325 = -4236499.967334
  nChanged 326
		SP:Iteration 26Q (16568.360000 sec): 3 clusters
  Score: Raw -4240102.025894 + Penalty 3468.685325 = -4236633.340569
  nChanged 311
		SP:Iteration 27Q (16568.730000 sec): 3 clusters
  Score: Raw -4240241.547776 + Penalty 3468.685325 = -4236772.862450
  nChanged 270
		SP:Iteration 28Q (16569.130000 sec): 3 clusters
  Score: Raw -4240358.378358 + Penalty 3468.685325 = -4236889.693033
  nChanged 232
		SP:Iteration 29Q (16569.500000 sec): 3 clusters
  Score: Raw -4240456.089987 + Penalty 3468.685325 = -4236987.404662
  nChanged 216
		SP:Iteration 30Q (16569.900000 sec): 3 clusters
  Score: Raw -4240552.498878 + Penalty 3468.685325 = -4237083.813553
  nChanged 187
		SP:Iteration 31Q (16570.300000 sec): 3 clusters
  Score: Raw -4240637.648688 + Penalty 3468.685325 = -4237168.963362
  nChanged 188
		SP:Iteration 32Q (16570.710000 sec): 3 clusters
  Score: Raw -4240720.321904 + Penalty 3468.685325 = -4237251.636579
  nChanged 145
		SP:Iteration 33Q (16571.130000 sec): 3 clusters
  Score: Raw -4240785.784808 + Penalty 3468.685325 = -4237317.099483
  nChanged 118
		SP:Iteration 34Q (16571.390000 sec): 3 clusters
  Score: Raw -4240841.291462 + Penalty 3468.685325 = -4237372.606137
  nChanged 98
		SP:Iteration 35Q (16571.690000 sec): 3 clusters
  Score: Raw -4240883.854373 + Penalty 3468.685325 = -4237415.169047
  nChanged 75
		SP:Iteration 36Q (16572.040000 sec): 3 clusters
  Score: Raw -4240917.659593 + Penalty 3468.685325 = -4237448.974267
  nChanged 61
		SP:Iteration 37Q (16572.420000 sec): 3 clusters
  Score: Raw -4240943.209058 + Penalty 3468.685325 = -4237474.523733
  nChanged 42
		SP:Iteration 38Q (16572.710000 sec): 3 clusters
  Score: Raw -4240958.138855 + Penalty 3468.685325 = -4237489.453530
  nChanged 25
		SP:Iteration 39Q (16573.030000 sec): 3 clusters
  Score: Raw -4240966.287023 + Penalty 3468.685325 = -4237497.601697
  nChanged 26
		SP:Iteration 40F (16573.470000 sec): 3 clusters
  Score: Raw -4240974.685630 + Penalty 3468.685325 = -4237506.000304
  nChanged 25
		SP:Iteration 41Q (16573.820000 sec): 3 clusters
  Score: Raw -4240985.529867 + Penalty 3468.685325 = -4237516.844541
  nChanged 30
		SP:Iteration 42Q (16574.210000 sec): 3 clusters
  Score: Raw -4240995.300612 + Penalty 3468.685325 = -4237526.615286
  nChanged 19
		SP:Iteration 43Q (16574.610000 sec): 3 clusters
  Score: Raw -4241004.906334 + Penalty 3468.685325 = -4237536.221008
  nChanged 23
		SP:Iteration 44Q (16574.950000 sec): 3 clusters
  Score: Raw -4241013.216347 + Penalty 3468.685325 = -4237544.531022
  nChanged 18
		SP:Iteration 45Q (16575.320000 sec): 3 clusters
  Score: Raw -4241021.696714 + Penalty 3468.685325 = -4237553.011389
  nChanged 18
		SP:Iteration 46Q (16575.660000 sec): 3 clusters
  Score: Raw -4241028.947470 + Penalty 3468.685325 = -4237560.262144
  nChanged 16
		SP:Iteration 47Q (16575.990000 sec): 3 clusters
  Score: Raw -4241035.289552 + Penalty 3468.685325 = -4237566.604227
  nChanged 15
		SP:Iteration 48Q (16576.350000 sec): 3 clusters
  Score: Raw -4241041.667952 + Penalty 3468.685325 = -4237572.982626
  nChanged 16
		SP:Iteration 49Q (16576.670000 sec): 3 clusters
  Score: Raw -4241049.696121 + Penalty 3468.685325 = -4237581.010796
  nChanged 21
		SP:Iteration 50Q (16577.070000 sec): 3 clusters
  Score: Raw -4241059.838490 + Penalty 3468.685325 = -4237591.153165
  nChanged 17
		SP:Iteration 51Q (16577.430000 sec): 3 clusters
  Score: Raw -4241065.067314 + Penalty 3468.685325 = -4237596.381988
  nChanged 9
		SP:Iteration 52Q (16577.770000 sec): 3 clusters
  Score: Raw -4241067.834904 + Penalty 3468.685325 = -4237599.149579
  nChanged 10
		SP:Iteration 53Q (16578.150000 sec): 3 clusters
  Score: Raw -4241070.910481 + Penalty 3468.685325 = -4237602.225156
  nChanged 11
		SP:Iteration 54Q (16578.450000 sec): 3 clusters
  Score: Raw -4241074.043144 + Penalty 3468.685325 = -4237605.357819
  nChanged 7
		SP:Iteration 55Q (16578.770000 sec): 3 clusters
  Score: Raw -4241075.730851 + Penalty 3468.685325 = -4237607.045526
  nChanged 8
		SP:Iteration 56Q (16579.120000 sec): 3 clusters
  Score: Raw -4241078.563882 + Penalty 3468.685325 = -4237609.878557
  nChanged 6
		SP:Iteration 57Q (16579.560000 sec): 3 clusters
  Score: Raw -4241080.268519 + Penalty 3468.685325 = -4237611.583194
  nChanged 5
		SP:Iteration 58Q (16579.890000 sec): 3 clusters
  Score: Raw -4241082.309645 + Penalty 3468.685325 = -4237613.624319
  nChanged 5
		SP:Iteration 59Q (16580.250000 sec): 3 clusters
  Score: Raw -4241084.506555 + Penalty 3468.685325 = -4237615.821230
  nChanged 8
		SP:Iteration 60F (16580.600000 sec): 3 clusters
  Score: Raw -4241087.372879 + Penalty 3468.685325 = -4237618.687554
  nChanged 10
		SP:Iteration 61Q (16581.010000 sec): 3 clusters
  Score: Raw -4241091.434731 + Penalty 3468.685325 = -4237622.749406
  nChanged 13
		SP:Iteration 62Q (16581.330000 sec): 3 clusters
  Score: Raw -4241096.972968 + Penalty 3468.685325 = -4237628.287643
  nChanged 10
		SP:Iteration 63Q (16581.700000 sec): 3 clusters
  Score: Raw -4241100.804466 + Penalty 3468.685325 = -4237632.119141
  nChanged 7
		SP:Iteration 64Q (16582.110000 sec): 3 clusters
  Score: Raw -4241103.403738 + Penalty 3468.685325 = -4237634.718413
  nChanged 4
		SP:Iteration 65Q (16582.410000 sec): 3 clusters
  Score: Raw -4241104.374558 + Penalty 3468.685325 = -4237635.689233
  nChanged 3
		SP:Iteration 66Q (16582.740000 sec): 3 clusters
  Score: Raw -4241105.403750 + Penalty 3468.685325 = -4237636.718424
  nChanged 3
		SP:Iteration 67Q (16583.130000 sec): 3 clusters
  Score: Raw -4241106.456045 + Penalty 3468.685325 = -4237637.770720
  nChanged 5
		SP:Iteration 68Q (16583.500000 sec): 3 clusters
  Score: Raw -4241107.386284 + Penalty 3468.685325 = -4237638.700959
  nChanged 2
		SP:Iteration 69Q (16583.850000 sec): 3 clusters
  Score: Raw -4241107.932416 + Penalty 3468.685325 = -4237639.247090
  nChanged 0
		SP:Iteration 70F (16584.210000 sec): 3 clusters
  Score: Raw -4241107.932416 + Penalty 3468.685325 = -4237639.247090
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (16059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16584.390000 sec): 2 clusters
  Score: Raw -1656468.872526 + Penalty 1573.654017 = -1654895.218510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16584.620000 sec): 3 clusters
  Score: Raw -1647072.252319 + Penalty 3147.308034 = -1643924.944285
  nChanged 7100
		SP:Iteration 1F (16584.930000 sec): 3 clusters
  Score: Raw -1651070.826296 + Penalty 3147.308034 = -1647923.518262
  nChanged 1056
		SP:Iteration 2F (16585.180000 sec): 3 clusters
  Score: Raw -1651666.331096 + Penalty 3147.308034 = -1648519.023062
  nChanged 1035
		SP:Iteration 3F (16585.430000 sec): 3 clusters
  Score: Raw -1652344.311116 + Penalty 3147.308034 = -1649197.003082
  nChanged 1085
		SP:Iteration 4F (16585.680000 sec): 3 clusters
  Score: Raw -1653076.725160 + Penalty 3147.308034 = -1649929.417127
  nChanged 1032
		SP:Iteration 5F (16585.950000 sec): 3 clusters
  Score: Raw -1653676.855456 + Penalty 3147.308034 = -1650529.547422
  nChanged 896
		SP:Iteration 6F (16586.220000 sec): 3 clusters
  Score: Raw -1654152.426969 + Penalty 3147.308034 = -1651005.118935
  nChanged 771
		SP:Iteration 7Q (16586.470000 sec): 3 clusters
  Score: Raw -1654534.192409 + Penalty 3147.308034 = -1651386.884376
  nChanged 631
		SP:Iteration 8Q (16586.690000 sec): 3 clusters
  Score: Raw -1654796.695192 + Penalty 3147.308034 = -1651649.387159
  nChanged 537
		SP:Iteration 9Q (16586.950000 sec): 3 clusters
  Score: Raw -1654995.094097 + Penalty 3147.308034 = -1651847.786063
  nChanged 421
		SP:Iteration 10Q (16587.210000 sec): 3 clusters
  Score: Raw -1655126.567087 + Penalty 3147.308034 = -1651979.259053
  nChanged 343
		SP:Iteration 11Q (16587.500000 sec): 3 clusters
  Score: Raw -1655226.183220 + Penalty 3147.308034 = -1652078.875187
  nChanged 282
		SP:Iteration 12Q (16587.740000 sec): 3 clusters
  Score: Raw -1655309.301210 + Penalty 3147.308034 = -1652161.993176
  nChanged 243
		SP:Iteration 13Q (16588.030000 sec): 3 clusters
  Score: Raw -1655376.902354 + Penalty 3147.308034 = -1652229.594320
  nChanged 235
		SP:Iteration 14Q (16588.280000 sec): 3 clusters
  Score: Raw -1655434.560636 + Penalty 3147.308034 = -1652287.252603
  nChanged 207
		SP:Iteration 15Q (16588.520000 sec): 3 clusters
  Score: Raw -1655478.586356 + Penalty 3147.308034 = -1652331.278322
  nChanged 172
		SP:Iteration 16Q (16588.810000 sec): 3 clusters
  Score: Raw -1655507.978560 + Penalty 3147.308034 = -1652360.670526
  nChanged 144
		SP:Iteration 17Q (16589.060000 sec): 3 clusters
  Score: Raw -1655532.116506 + Penalty 3147.308034 = -1652384.808472
  nChanged 128
		SP:Iteration 18Q (16589.300000 sec): 3 clusters
  Score: Raw -1655551.813843 + Penalty 3147.308034 = -1652404.505809
  nChanged 92
		SP:Iteration 19Q (16589.580000 sec): 3 clusters
  Score: Raw -1655564.482553 + Penalty 3147.308034 = -1652417.174519
  nChanged 90
		SP:Iteration 20F (16589.850000 sec): 3 clusters
  Score: Raw -1655575.242712 + Penalty 3147.308034 = -1652427.934678
  nChanged 60
		SP:Iteration 21Q (16590.130000 sec): 3 clusters
  Score: Raw -1655582.966046 + Penalty 3147.308034 = -1652435.658013
  nChanged 60
		SP:Iteration 22Q (16590.360000 sec): 3 clusters
  Score: Raw -1655592.170107 + Penalty 3147.308034 = -1652444.862074
  nChanged 68
		SP:Iteration 23Q (16590.600000 sec): 3 clusters
  Score: Raw -1655600.922620 + Penalty 3147.308034 = -1652453.614586
  nChanged 63
		SP:Iteration 24Q (16590.850000 sec): 3 clusters
  Score: Raw -1655609.024253 + Penalty 3147.308034 = -1652461.716219
  nChanged 57
		SP:Iteration 25Q (16591.090000 sec): 3 clusters
  Score: Raw -1655615.556516 + Penalty 3147.308034 = -1652468.248482
  nChanged 44
		SP:Iteration 26Q (16591.290000 sec): 3 clusters
  Score: Raw -1655620.536917 + Penalty 3147.308034 = -1652473.228883
  nChanged 38
		SP:Iteration 27Q (16591.520000 sec): 3 clusters
  Score: Raw -1655625.087592 + Penalty 3147.308034 = -1652477.779559
  nChanged 44
		SP:Iteration 28Q (16591.770000 sec): 3 clusters
  Score: Raw -1655633.290223 + Penalty 3147.308034 = -1652485.982189
  nChanged 57
		SP:Iteration 29Q (16592.000000 sec): 3 clusters
  Score: Raw -1655642.915790 + Penalty 3147.308034 = -1652495.607757
  nChanged 63
		SP:Iteration 30Q (16592.250000 sec): 3 clusters
  Score: Raw -1655655.931252 + Penalty 3147.308034 = -1652508.623218
  nChanged 78
		SP:Iteration 31Q (16592.530000 sec): 3 clusters
  Score: Raw -1655670.078938 + Penalty 3147.308034 = -1652522.770905
  nChanged 76
		SP:Iteration 32Q (16592.810000 sec): 3 clusters
  Score: Raw -1655686.463768 + Penalty 3147.308034 = -1652539.155734
  nChanged 97
		SP:Iteration 33Q (16593.030000 sec): 3 clusters
  Score: Raw -1655712.172220 + Penalty 3147.308034 = -1652564.864186
  nChanged 117
		SP:Iteration 34Q (16593.270000 sec): 3 clusters
  Score: Raw -1655752.538802 + Penalty 3147.308034 = -1652605.230769
  nChanged 139
		SP:Iteration 35Q (16593.510000 sec): 3 clusters
  Score: Raw -1655807.228927 + Penalty 3147.308034 = -1652659.920893
  nChanged 162
		SP:Iteration 36Q (16593.760000 sec): 3 clusters
  Score: Raw -1655870.121812 + Penalty 3147.308034 = -1652722.813779
  nChanged 190
		SP:Iteration 37Q (16594.020000 sec): 3 clusters
  Score: Raw -1655955.832792 + Penalty 3147.308034 = -1652808.524758
  nChanged 221
		SP:Iteration 38Q (16594.320000 sec): 3 clusters
  Score: Raw -1656051.834361 + Penalty 3147.308034 = -1652904.526328
  nChanged 226
		SP:Iteration 39Q (16594.570000 sec): 3 clusters
  Score: Raw -1656162.549270 + Penalty 3147.308034 = -1653015.241236
  nChanged 223
		SP:Iteration 40F (16594.830000 sec): 3 clusters
  Score: Raw -1656273.725381 + Penalty 3147.308034 = -1653126.417347
  nChanged 232
		SP:Iteration 41Q (16595.140000 sec): 3 clusters
  Score: Raw -1656369.747080 + Penalty 3147.308034 = -1653222.439046
  nChanged 181
		SP:Iteration 42Q (16595.400000 sec): 3 clusters
  Score: Raw -1656433.735808 + Penalty 3147.308034 = -1653286.427774
  nChanged 142
		SP:Iteration 43Q (16595.660000 sec): 3 clusters
  Score: Raw -1656479.398464 + Penalty 3147.308034 = -1653332.090431
  nChanged 113
		SP:Iteration 44Q (16595.860000 sec): 3 clusters
  Score: Raw -1656511.980575 + Penalty 3147.308034 = -1653364.672541
  nChanged 101
		SP:Iteration 45Q (16596.150000 sec): 3 clusters
  Score: Raw -1656543.403200 + Penalty 3147.308034 = -1653396.095166
  nChanged 112
		SP:Iteration 46Q (16596.390000 sec): 3 clusters
  Score: Raw -1656572.452279 + Penalty 3147.308034 = -1653425.144245
  nChanged 101
		SP:Iteration 47Q (16596.610000 sec): 3 clusters
  Score: Raw -1656594.952870 + Penalty 3147.308034 = -1653447.644836
  nChanged 75
		SP:Iteration 48Q (16596.830000 sec): 3 clusters
  Score: Raw -1656612.591995 + Penalty 3147.308034 = -1653465.283961
  nChanged 66
		SP:Iteration 49Q (16597.130000 sec): 3 clusters
  Score: Raw -1656628.387763 + Penalty 3147.308034 = -1653481.079729
  nChanged 68
		SP:Iteration 50Q (16597.370000 sec): 3 clusters
  Score: Raw -1656644.637429 + Penalty 3147.308034 = -1653497.329395
  nChanged 56
		SP:Iteration 51Q (16597.660000 sec): 3 clusters
  Score: Raw -1656657.156778 + Penalty 3147.308034 = -1653509.848744
  nChanged 64
		SP:Iteration 52Q (16597.890000 sec): 3 clusters
  Score: Raw -1656670.285616 + Penalty 3147.308034 = -1653522.977582
  nChanged 52
		SP:Iteration 53Q (16598.090000 sec): 3 clusters
  Score: Raw -1656680.565876 + Penalty 3147.308034 = -1653533.257842
  nChanged 51
		SP:Iteration 54Q (16598.390000 sec): 3 clusters
  Score: Raw -1656690.769952 + Penalty 3147.308034 = -1653543.461918
  nChanged 55
		SP:Iteration 55Q (16598.610000 sec): 3 clusters
  Score: Raw -1656701.340850 + Penalty 3147.308034 = -1653554.032816
  nChanged 51
		SP:Iteration 56Q (16598.890000 sec): 3 clusters
  Score: Raw -1656711.819424 + Penalty 3147.308034 = -1653564.511391
  nChanged 59
		SP:Iteration 57Q (16599.150000 sec): 3 clusters
  Score: Raw -1656725.278808 + Penalty 3147.308034 = -1653577.970775
  nChanged 59
		SP:Iteration 58Q (16599.440000 sec): 3 clusters
  Score: Raw -1656736.748571 + Penalty 3147.308034 = -1653589.440537
  nChanged 44
		SP:Iteration 59Q (16599.670000 sec): 3 clusters
  Score: Raw -1656745.606795 + Penalty 3147.308034 = -1653598.298761
  nChanged 37
		SP:Iteration 60F (16599.980000 sec): 3 clusters
  Score: Raw -1656751.929755 + Penalty 3147.308034 = -1653604.621722
  nChanged 24
		SP:Iteration 61Q (16600.200000 sec): 3 clusters
  Score: Raw -1656756.184235 + Penalty 3147.308034 = -1653608.876201
  nChanged 33
		SP:Iteration 62Q (16600.480000 sec): 3 clusters
  Score: Raw -1656760.649224 + Penalty 3147.308034 = -1653613.341190
  nChanged 34
		SP:Iteration 63Q (16600.730000 sec): 3 clusters
  Score: Raw -1656766.347713 + Penalty 3147.308034 = -1653619.039680
  nChanged 31
		SP:Iteration 64Q (16600.970000 sec): 3 clusters
  Score: Raw -1656772.077382 + Penalty 3147.308034 = -1653624.769348
  nChanged 25
		SP:Iteration 65Q (16601.200000 sec): 3 clusters
  Score: Raw -1656775.383382 + Penalty 3147.308034 = -1653628.075348
  nChanged 13
		SP:Iteration 66Q (16601.460000 sec): 3 clusters
  Score: Raw -1656776.988967 + Penalty 3147.308034 = -1653629.680933
  nChanged 7
		SP:Iteration 67Q (16601.690000 sec): 3 clusters
  Score: Raw -1656777.912190 + Penalty 3147.308034 = -1653630.604156
  nChanged 4
		SP:Iteration 68Q (16601.900000 sec): 3 clusters
  Score: Raw -1656778.689228 + Penalty 3147.308034 = -1653631.381194
  nChanged 5
		SP:Iteration 69Q (16602.150000 sec): 3 clusters
  Score: Raw -1656779.560130 + Penalty 3147.308034 = -1653632.252097
  nChanged 5
		SP:Iteration 70Q (16602.370000 sec): 3 clusters
  Score: Raw -1656780.249328 + Penalty 3147.308034 = -1653632.941294
  nChanged 7
		SP:Iteration 71Q (16602.650000 sec): 3 clusters
  Score: Raw -1656780.804023 + Penalty 3147.308034 = -1653633.495989
  nChanged 6
		SP:Iteration 72Q (16602.900000 sec): 3 clusters
  Score: Raw -1656781.341737 + Penalty 3147.308034 = -1653634.033703
  nChanged 4
		SP:Iteration 73Q (16603.080000 sec): 3 clusters
  Score: Raw -1656781.992527 + Penalty 3147.308034 = -1653634.684493
  nChanged 5
		SP:Iteration 74Q (16603.380000 sec): 3 clusters
  Score: Raw -1656783.272513 + Penalty 3147.308034 = -1653635.964479
  nChanged 8
		SP:Iteration 75Q (16603.610000 sec): 3 clusters
  Score: Raw -1656784.522896 + Penalty 3147.308034 = -1653637.214862
  nChanged 9
		SP:Iteration 76Q (16603.840000 sec): 3 clusters
  Score: Raw -1656786.082890 + Penalty 3147.308034 = -1653638.774856
  nChanged 6
		SP:Iteration 77Q (16604.070000 sec): 3 clusters
  Score: Raw -1656786.995724 + Penalty 3147.308034 = -1653639.687690
  nChanged 7
		SP:Iteration 78Q (16604.280000 sec): 3 clusters
  Score: Raw -1656787.824817 + Penalty 3147.308034 = -1653640.516783
  nChanged 9
		SP:Iteration 79Q (16604.550000 sec): 3 clusters
  Score: Raw -1656789.607502 + Penalty 3147.308034 = -1653642.299468
  nChanged 9
		SP:Iteration 80F (16604.800000 sec): 3 clusters
  Score: Raw -1656791.088837 + Penalty 3147.308034 = -1653643.780803
  nChanged 10
		SP:Iteration 81Q (16605.060000 sec): 3 clusters
  Score: Raw -1656792.677140 + Penalty 3147.308034 = -1653645.369106
  nChanged 11
		SP:Iteration 82Q (16605.340000 sec): 3 clusters
  Score: Raw -1656794.054065 + Penalty 3147.308034 = -1653646.746031
  nChanged 11
		SP:Iteration 83Q (16605.560000 sec): 3 clusters
  Score: Raw -1656795.372617 + Penalty 3147.308034 = -1653648.064583
  nChanged 9
		SP:Iteration 84Q (16605.820000 sec): 3 clusters
  Score: Raw -1656796.812688 + Penalty 3147.308034 = -1653649.504654
  nChanged 9
		SP:Iteration 85Q (16606.060000 sec): 3 clusters
  Score: Raw -1656798.435116 + Penalty 3147.308034 = -1653651.127082
  nChanged 11
		SP:Iteration 86Q (16606.340000 sec): 3 clusters
  Score: Raw -1656800.810639 + Penalty 3147.308034 = -1653653.502606
  nChanged 15
		SP:Iteration 87Q (16606.560000 sec): 3 clusters
  Score: Raw -1656802.802690 + Penalty 3147.308034 = -1653655.494657
  nChanged 11
		SP:Iteration 88Q (16606.790000 sec): 3 clusters
  Score: Raw -1656804.104224 + Penalty 3147.308034 = -1653656.796190
  nChanged 14
		SP:Iteration 89Q (16607.040000 sec): 3 clusters
  Score: Raw -1656805.487589 + Penalty 3147.308034 = -1653658.179555
  nChanged 9
		SP:Iteration 90Q (16607.330000 sec): 3 clusters
  Score: Raw -1656807.409703 + Penalty 3147.308034 = -1653660.101669
  nChanged 13
		SP:Iteration 91Q (16607.580000 sec): 3 clusters
  Score: Raw -1656809.595706 + Penalty 3147.308034 = -1653662.287673
  nChanged 11
		SP:Iteration 92Q (16607.820000 sec): 3 clusters
  Score: Raw -1656810.917263 + Penalty 3147.308034 = -1653663.609229
  nChanged 10
		SP:Iteration 93Q (16608.040000 sec): 3 clusters
  Score: Raw -1656812.186247 + Penalty 3147.308034 = -1653664.878213
  nChanged 7
		SP:Iteration 94Q (16608.300000 sec): 3 clusters
  Score: Raw -1656812.914435 + Penalty 3147.308034 = -1653665.606401
  nChanged 4
		SP:Iteration 95Q (16608.550000 sec): 3 clusters
  Score: Raw -1656813.392793 + Penalty 3147.308034 = -1653666.084759
  nChanged 4
		SP:Iteration 96Q (16608.810000 sec): 3 clusters
  Score: Raw -1656813.900212 + Penalty 3147.308034 = -1653666.592179
  nChanged 8
		SP:Iteration 97Q (16609.080000 sec): 3 clusters
  Score: Raw -1656814.838004 + Penalty 3147.308034 = -1653667.529970
  nChanged 5
		SP:Iteration 98Q (16609.310000 sec): 3 clusters
  Score: Raw -1656815.653942 + Penalty 3147.308034 = -1653668.345908
  nChanged 11
		SP:Iteration 99Q (16609.550000 sec): 3 clusters
  Score: Raw -1656816.864090 + Penalty 3147.308034 = -1653669.556056
  nChanged 7
		SP:Iteration 100F (16609.760000 sec): 3 clusters
  Score: Raw -1656817.719508 + Penalty 3147.308034 = -1653670.411474
  nChanged 8
		SP:Iteration 101Q (16610.000000 sec): 3 clusters
  Score: Raw -1656818.571273 + Penalty 3147.308034 = -1653671.263240
  nChanged 7
		SP:Iteration 102Q (16610.250000 sec): 3 clusters
  Score: Raw -1656819.538030 + Penalty 3147.308034 = -1653672.229996
  nChanged 12
		SP:Iteration 103Q (16610.490000 sec): 3 clusters
  Score: Raw -1656820.758097 + Penalty 3147.308034 = -1653673.450063
  nChanged 11
		SP:Iteration 104Q (16610.780000 sec): 3 clusters
  Score: Raw -1656821.849711 + Penalty 3147.308034 = -1653674.541677
  nChanged 11
		SP:Iteration 105Q (16611.030000 sec): 3 clusters
  Score: Raw -1656823.398397 + Penalty 3147.308034 = -1653676.090363
  nChanged 10
		SP:Iteration 106Q (16611.280000 sec): 3 clusters
  Score: Raw -1656824.481640 + Penalty 3147.308034 = -1653677.173607
  nChanged 8
		SP:Iteration 107Q (16611.570000 sec): 3 clusters
  Score: Raw -1656825.481045 + Penalty 3147.308034 = -1653678.173011
  nChanged 10
		SP:Iteration 108Q (16611.760000 sec): 3 clusters
  Score: Raw -1656826.749641 + Penalty 3147.308034 = -1653679.441607
  nChanged 10
		SP:Iteration 109Q (16611.990000 sec): 3 clusters
  Score: Raw -1656828.024000 + Penalty 3147.308034 = -1653680.715966
  nChanged 8
		SP:Iteration 110Q (16612.220000 sec): 3 clusters
  Score: Raw -1656829.312328 + Penalty 3147.308034 = -1653682.004294
  nChanged 7
		SP:Iteration 111Q (16612.470000 sec): 3 clusters
  Score: Raw -1656830.458671 + Penalty 3147.308034 = -1653683.150638
  nChanged 10
		SP:Iteration 112Q (16612.720000 sec): 3 clusters
  Score: Raw -1656831.878232 + Penalty 3147.308034 = -1653684.570198
  nChanged 9
		SP:Iteration 113Q (16612.980000 sec): 3 clusters
  Score: Raw -1656832.711745 + Penalty 3147.308034 = -1653685.403712
  nChanged 5
		SP:Iteration 114Q (16613.240000 sec): 3 clusters
  Score: Raw -1656833.030998 + Penalty 3147.308034 = -1653685.722965
  nChanged 3
		SP:Iteration 115Q (16613.510000 sec): 3 clusters
  Score: Raw -1656833.331717 + Penalty 3147.308034 = -1653686.023683
  nChanged 1
		SP:Iteration 116Q (16613.740000 sec): 3 clusters
  Score: Raw -1656833.457551 + Penalty 3147.308034 = -1653686.149517
  nChanged 4
		SP:Iteration 117Q (16614.000000 sec): 3 clusters
  Score: Raw -1656834.311985 + Penalty 3147.308034 = -1653687.003951
  nChanged 9
		SP:Iteration 118Q (16614.200000 sec): 3 clusters
  Score: Raw -1656836.512706 + Penalty 3147.308034 = -1653689.204672
  nChanged 7
		SP:Iteration 119Q (16614.460000 sec): 3 clusters
  Score: Raw -1656837.502264 + Penalty 3147.308034 = -1653690.194230
  nChanged 8
		SP:Iteration 120F (16614.750000 sec): 3 clusters
  Score: Raw -1656838.911643 + Penalty 3147.308034 = -1653691.603609
  nChanged 11
		SP:Iteration 121Q (16614.970000 sec): 3 clusters
  Score: Raw -1656841.463098 + Penalty 3147.308034 = -1653694.155064
  nChanged 17
		SP:Iteration 122Q (16615.180000 sec): 3 clusters
  Score: Raw -1656844.127492 + Penalty 3147.308034 = -1653696.819458
  nChanged 13
		SP:Iteration 123Q (16615.420000 sec): 3 clusters
  Score: Raw -1656845.882471 + Penalty 3147.308034 = -1653698.574437
  nChanged 8
		SP:Iteration 124Q (16615.640000 sec): 3 clusters
  Score: Raw -1656846.416231 + Penalty 3147.308034 = -1653699.108198
  nChanged 3
		SP:Iteration 125Q (16615.860000 sec): 3 clusters
  Score: Raw -1656846.625985 + Penalty 3147.308034 = -1653699.317951
  nChanged 4
		SP:Iteration 126Q (16616.100000 sec): 3 clusters
  Score: Raw -1656847.078165 + Penalty 3147.308034 = -1653699.770131
  nChanged 5
		SP:Iteration 127Q (16616.300000 sec): 3 clusters
  Score: Raw -1656847.503889 + Penalty 3147.308034 = -1653700.195856
  nChanged 5
		SP:Iteration 128Q (16616.540000 sec): 3 clusters
  Score: Raw -1656848.370087 + Penalty 3147.308034 = -1653701.062053
  nChanged 7
		SP:Iteration 129Q (16616.740000 sec): 3 clusters
  Score: Raw -1656849.281633 + Penalty 3147.308034 = -1653701.973599
  nChanged 7
		SP:Iteration 130Q (16616.970000 sec): 3 clusters
  Score: Raw -1656850.270532 + Penalty 3147.308034 = -1653702.962499
  nChanged 6
		SP:Iteration 131Q (16617.180000 sec): 3 clusters
  Score: Raw -1656850.872613 + Penalty 3147.308034 = -1653703.564580
  nChanged 6
		SP:Iteration 132Q (16617.420000 sec): 3 clusters
  Score: Raw -1656851.717868 + Penalty 3147.308034 = -1653704.409835
  nChanged 11
		SP:Iteration 133Q (16617.650000 sec): 3 clusters
  Score: Raw -1656852.977248 + Penalty 3147.308034 = -1653705.669215
  nChanged 7
		SP:Iteration 134Q (16617.900000 sec): 3 clusters
  Score: Raw -1656853.987831 + Penalty 3147.308034 = -1653706.679797
  nChanged 12
		SP:Iteration 135Q (16618.120000 sec): 3 clusters
  Score: Raw -1656856.103882 + Penalty 3147.308034 = -1653708.795848
  nChanged 11
		SP:Iteration 136Q (16618.310000 sec): 3 clusters
  Score: Raw -1656857.875325 + Penalty 3147.308034 = -1653710.567291
  nChanged 11
		SP:Iteration 137Q (16618.520000 sec): 3 clusters
  Score: Raw -1656858.867565 + Penalty 3147.308034 = -1653711.559531
  nChanged 8
		SP:Iteration 138Q (16618.770000 sec): 3 clusters
  Score: Raw -1656859.993638 + Penalty 3147.308034 = -1653712.685604
  nChanged 5
		SP:Iteration 139Q (16618.980000 sec): 3 clusters
  Score: Raw -1656860.496155 + Penalty 3147.308034 = -1653713.188121
  nChanged 4
		SP:Iteration 140F (16619.230000 sec): 3 clusters
  Score: Raw -1656861.109926 + Penalty 3147.308034 = -1653713.801893
  nChanged 5
		SP:Iteration 141Q (16619.460000 sec): 3 clusters
  Score: Raw -1656862.123122 + Penalty 3147.308034 = -1653714.815088
  nChanged 10
		SP:Iteration 142Q (16619.660000 sec): 3 clusters
  Score: Raw -1656863.520908 + Penalty 3147.308034 = -1653716.212874
  nChanged 9
		SP:Iteration 143Q (16619.900000 sec): 3 clusters
  Score: Raw -1656865.078753 + Penalty 3147.308034 = -1653717.770720
  nChanged 17
		SP:Iteration 144Q (16620.150000 sec): 3 clusters
  Score: Raw -1656867.613104 + Penalty 3147.308034 = -1653720.305071
  nChanged 13
		SP:Iteration 145Q (16620.430000 sec): 3 clusters
  Score: Raw -1656869.274983 + Penalty 3147.308034 = -1653721.966949
  nChanged 9
		SP:Iteration 146Q (16620.660000 sec): 3 clusters
  Score: Raw -1656870.288230 + Penalty 3147.308034 = -1653722.980196
  nChanged 6
		SP:Iteration 147Q (16620.930000 sec): 3 clusters
  Score: Raw -1656871.126719 + Penalty 3147.308034 = -1653723.818685
  nChanged 6
		SP:Iteration 148Q (16621.150000 sec): 3 clusters
  Score: Raw -1656872.263799 + Penalty 3147.308034 = -1653724.955766
  nChanged 9
		SP:Iteration 149Q (16621.440000 sec): 3 clusters
  Score: Raw -1656873.647796 + Penalty 3147.308034 = -1653726.339762
  nChanged 13
		SP:Iteration 150Q (16621.660000 sec): 3 clusters
  Score: Raw -1656875.844187 + Penalty 3147.308034 = -1653728.536153
  nChanged 19
		SP:Iteration 151Q (16621.950000 sec): 3 clusters
  Score: Raw -1656878.497049 + Penalty 3147.308034 = -1653731.189016
  nChanged 17
		SP:Iteration 152Q (16622.140000 sec): 3 clusters
  Score: Raw -1656881.046797 + Penalty 3147.308034 = -1653733.738763
  nChanged 14
		SP:Iteration 153Q (16622.420000 sec): 3 clusters
  Score: Raw -1656883.352681 + Penalty 3147.308034 = -1653736.044647
  nChanged 14
		SP:Iteration 154Q (16622.660000 sec): 3 clusters
  Score: Raw -1656885.793203 + Penalty 3147.308034 = -1653738.485169
  nChanged 23
		SP:Iteration 155Q (16622.940000 sec): 3 clusters
  Score: Raw -1656889.903051 + Penalty 3147.308034 = -1653742.595017
  nChanged 20
		SP:Iteration 156Q (16623.200000 sec): 3 clusters
  Score: Raw -1656893.737357 + Penalty 3147.308034 = -1653746.429323
  nChanged 17
		SP:Iteration 157Q (16623.470000 sec): 3 clusters
  Score: Raw -1656897.239987 + Penalty 3147.308034 = -1653749.931953
  nChanged 17
		SP:Iteration 158Q (16623.670000 sec): 3 clusters
  Score: Raw -1656901.186639 + Penalty 3147.308034 = -1653753.878605
  nChanged 18
		SP:Iteration 159Q (16623.950000 sec): 3 clusters
  Score: Raw -1656905.216160 + Penalty 3147.308034 = -1653757.908127
  nChanged 19
		SP:Iteration 160F (16624.180000 sec): 3 clusters
  Score: Raw -1656909.628271 + Penalty 3147.308034 = -1653762.320237
  nChanged 19
		SP:Iteration 161Q (16624.380000 sec): 3 clusters
  Score: Raw -1656913.289277 + Penalty 3147.308034 = -1653765.981243
  nChanged 15
		SP:Iteration 162Q (16624.610000 sec): 3 clusters
  Score: Raw -1656917.311452 + Penalty 3147.308034 = -1653770.003419
  nChanged 25
		SP:Iteration 163Q (16624.850000 sec): 3 clusters
  Score: Raw -1656924.535104 + Penalty 3147.308034 = -1653777.227070
  nChanged 28
		SP:Iteration 164Q (16625.120000 sec): 3 clusters
  Score: Raw -1656933.555094 + Penalty 3147.308034 = -1653786.247060
  nChanged 37
		SP:Iteration 165Q (16625.350000 sec): 3 clusters
  Score: Raw -1656945.692476 + Penalty 3147.308034 = -1653798.384442
  nChanged 35
		SP:Iteration 166Q (16625.600000 sec): 3 clusters
  Score: Raw -1656959.350980 + Penalty 3147.308034 = -1653812.042946
  nChanged 44
		SP:Iteration 167Q (16625.870000 sec): 3 clusters
  Score: Raw -1656975.844814 + Penalty 3147.308034 = -1653828.536780
  nChanged 45
		SP:Iteration 168Q (16626.120000 sec): 3 clusters
  Score: Raw -1656991.832585 + Penalty 3147.308034 = -1653844.524552
  nChanged 44
		SP:Iteration 169Q (16626.420000 sec): 3 clusters
  Score: Raw -1657012.821270 + Penalty 3147.308034 = -1653865.513236
  nChanged 47
		SP:Iteration 170Q (16626.740000 sec): 3 clusters
  Score: Raw -1657033.422172 + Penalty 3147.308034 = -1653886.114138
  nChanged 45
		SP:Iteration 171Q (16626.990000 sec): 3 clusters
  Score: Raw -1657060.433031 + Penalty 3147.308034 = -1653913.124998
  nChanged 50
		SP:Iteration 172Q (16627.290000 sec): 3 clusters
  Score: Raw -1657094.668430 + Penalty 3147.308034 = -1653947.360397
  nChanged 60
		SP:Iteration 173Q (16627.530000 sec): 3 clusters
  Score: Raw -1657128.807262 + Penalty 3147.308034 = -1653981.499228
  nChanged 56
		SP:Iteration 174Q (16627.780000 sec): 3 clusters
  Score: Raw -1657152.280675 + Penalty 3147.308034 = -1654004.972641
  nChanged 45
		SP:Iteration 175Q (16628.010000 sec): 3 clusters
  Score: Raw -1657170.026060 + Penalty 3147.308034 = -1654022.718026
  nChanged 34
		SP:Iteration 176Q (16628.240000 sec): 3 clusters
  Score: Raw -1657183.406978 + Penalty 3147.308034 = -1654036.098944
  nChanged 27
		SP:Iteration 177Q (16628.500000 sec): 3 clusters
  Score: Raw -1657191.002562 + Penalty 3147.308034 = -1654043.694528
  nChanged 27
		SP:Iteration 178Q (16628.750000 sec): 3 clusters
  Score: Raw -1657198.909781 + Penalty 3147.308034 = -1654051.601748
  nChanged 24
		SP:Iteration 179Q (16629.020000 sec): 3 clusters
  Score: Raw -1657205.090305 + Penalty 3147.308034 = -1654057.782271
  nChanged 17
		SP:Iteration 180F (16629.280000 sec): 3 clusters
  Score: Raw -1657210.031758 + Penalty 3147.308034 = -1654062.723724
  nChanged 14
		SP:Iteration 181Q (16629.520000 sec): 3 clusters
  Score: Raw -1657213.739204 + Penalty 3147.308034 = -1654066.431170
  nChanged 14
		SP:Iteration 182Q (16629.800000 sec): 3 clusters
  Score: Raw -1657216.692141 + Penalty 3147.308034 = -1654069.384107
  nChanged 9
		SP:Iteration 183Q (16630.100000 sec): 3 clusters
  Score: Raw -1657218.071825 + Penalty 3147.308034 = -1654070.763791
  nChanged 6
		SP:Iteration 184Q (16630.340000 sec): 3 clusters
  Score: Raw -1657219.590775 + Penalty 3147.308034 = -1654072.282741
  nChanged 7
		SP:Iteration 185Q (16630.640000 sec): 3 clusters
  Score: Raw -1657221.586675 + Penalty 3147.308034 = -1654074.278641
  nChanged 7
		SP:Iteration 186Q (16630.920000 sec): 3 clusters
  Score: Raw -1657222.735204 + Penalty 3147.308034 = -1654075.427171
  nChanged 6
		SP:Iteration 187Q (16631.200000 sec): 3 clusters
  Score: Raw -1657224.459266 + Penalty 3147.308034 = -1654077.151232
  nChanged 2
		SP:Iteration 188Q (16631.410000 sec): 3 clusters
  Score: Raw -1657224.711160 + Penalty 3147.308034 = -1654077.403127
  nChanged 3
		SP:Iteration 189Q (16631.690000 sec): 3 clusters
  Score: Raw -1657225.461022 + Penalty 3147.308034 = -1654078.152989
  nChanged 3
		SP:Iteration 190Q (16631.880000 sec): 3 clusters
  Score: Raw -1657225.819090 + Penalty 3147.308034 = -1654078.511056
  nChanged 1
		SP:Iteration 191Q (16632.130000 sec): 3 clusters
  Score: Raw -1657225.950688 + Penalty 3147.308034 = -1654078.642654
  nChanged 1
		SP:Iteration 192Q (16632.400000 sec): 3 clusters
  Score: Raw -1657226.164135 + Penalty 3147.308034 = -1654078.856101
  nChanged 1
		SP:Iteration 193Q (16632.640000 sec): 3 clusters
  Score: Raw -1657226.534802 + Penalty 3147.308034 = -1654079.226769
  nChanged 0
		SP:Iteration 194F (16632.910000 sec): 3 clusters
  Score: Raw -1657226.534802 + Penalty 3147.308034 = -1654079.226769
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (47808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16633.210000 sec): 2 clusters
  Score: Raw -5140517.517767 + Penalty 1750.929094 = -5138766.588673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16633.630000 sec): 3 clusters
  Score: Raw -5110308.292000 + Penalty 3501.858187 = -5106806.433812
  nChanged 22446
		SP:Iteration 1F (16634.000000 sec): 3 clusters
  Score: Raw -5123232.102245 + Penalty 3501.858187 = -5119730.244058
  nChanged 1946
		SP:Iteration 2Q (16634.390000 sec): 3 clusters
  Score: Raw -5123786.355662 + Penalty 3501.858187 = -5120284.497475
  nChanged 1814
		SP:Iteration 3Q (16634.830000 sec): 3 clusters
  Score: Raw -5124353.212682 + Penalty 3501.858187 = -5120851.354495
  nChanged 1886
		SP:Iteration 4Q (16635.160000 sec): 3 clusters
  Score: Raw -5125029.148613 + Penalty 3501.858187 = -5121527.290426
  nChanged 2009
		SP:Iteration 5Q (16635.510000 sec): 3 clusters
  Score: Raw -5125932.073472 + Penalty 3501.858187 = -5122430.215285
  nChanged 2319
		SP:Iteration 6Q (16635.980000 sec): 3 clusters
  Score: Raw -5127232.784327 + Penalty 3501.858187 = -5123730.926139
  nChanged 2627
		SP:Iteration 7F (16636.370000 sec): 3 clusters
  Score: Raw -5129134.457787 + Penalty 3501.858187 = -5125632.599600
  nChanged 2780
		SP:Iteration 8F (16636.770000 sec): 3 clusters
  Score: Raw -5131284.311196 + Penalty 3501.858187 = -5127782.453009
  nChanged 2479
		SP:Iteration 9F (16637.140000 sec): 3 clusters
  Score: Raw -5133157.183807 + Penalty 3501.858187 = -5129655.325620
  nChanged 1998
		SP:Iteration 10Q (16637.580000 sec): 3 clusters
  Score: Raw -5134348.990306 + Penalty 3501.858187 = -5130847.132119
  nChanged 1466
		SP:Iteration 11Q (16638.000000 sec): 3 clusters
  Score: Raw -5135036.529039 + Penalty 3501.858187 = -5131534.670852
  nChanged 1138
		SP:Iteration 12Q (16638.380000 sec): 3 clusters
  Score: Raw -5135566.011471 + Penalty 3501.858187 = -5132064.153284
  nChanged 1029
		SP:Iteration 13Q (16638.780000 sec): 3 clusters
  Score: Raw -5136041.313356 + Penalty 3501.858187 = -5132539.455169
  nChanged 980
		SP:Iteration 14Q (16639.150000 sec): 3 clusters
  Score: Raw -5136511.754975 + Penalty 3501.858187 = -5133009.896788
  nChanged 900
		SP:Iteration 15Q (16639.580000 sec): 3 clusters
  Score: Raw -5136960.489063 + Penalty 3501.858187 = -5133458.630875
  nChanged 891
		SP:Iteration 16Q (16639.940000 sec): 3 clusters
  Score: Raw -5137435.429551 + Penalty 3501.858187 = -5133933.571364
  nChanged 820
		SP:Iteration 17Q (16640.300000 sec): 3 clusters
  Score: Raw -5137887.274247 + Penalty 3501.858187 = -5134385.416060
  nChanged 767
		SP:Iteration 18Q (16640.650000 sec): 3 clusters
  Score: Raw -5138351.249484 + Penalty 3501.858187 = -5134849.391296
  nChanged 692
		SP:Iteration 19Q (16641.000000 sec): 3 clusters
  Score: Raw -5138814.984495 + Penalty 3501.858187 = -5135313.126307
  nChanged 634
		SP:Iteration 20F (16641.430000 sec): 3 clusters
  Score: Raw -5139245.653330 + Penalty 3501.858187 = -5135743.795142
  nChanged 502
		SP:Iteration 21Q (16641.750000 sec): 3 clusters
  Score: Raw -5139572.788510 + Penalty 3501.858187 = -5136070.930322
  nChanged 420
		SP:Iteration 22Q (16642.090000 sec): 3 clusters
  Score: Raw -5139831.068963 + Penalty 3501.858187 = -5136329.210776
  nChanged 319
		SP:Iteration 23Q (16642.430000 sec): 3 clusters
  Score: Raw -5140025.788742 + Penalty 3501.858187 = -5136523.930555
  nChanged 269
		SP:Iteration 24Q (16642.760000 sec): 3 clusters
  Score: Raw -5140188.434138 + Penalty 3501.858187 = -5136686.575950
  nChanged 203
		SP:Iteration 25Q (16643.120000 sec): 3 clusters
  Score: Raw -5140324.814672 + Penalty 3501.858187 = -5136822.956485
  nChanged 149
		SP:Iteration 26Q (16643.470000 sec): 3 clusters
  Score: Raw -5140430.893135 + Penalty 3501.858187 = -5136929.034947
  nChanged 99
		SP:Iteration 27Q (16643.800000 sec): 3 clusters
  Score: Raw -5140497.206628 + Penalty 3501.858187 = -5136995.348441
  nChanged 69
		SP:Iteration 28Q (16644.180000 sec): 3 clusters
  Score: Raw -5140547.239402 + Penalty 3501.858187 = -5137045.381214
  nChanged 53
		SP:Iteration 29Q (16644.510000 sec): 3 clusters
  Score: Raw -5140585.335120 + Penalty 3501.858187 = -5137083.476933
  nChanged 40
		SP:Iteration 30Q (16644.850000 sec): 3 clusters
  Score: Raw -5140614.538609 + Penalty 3501.858187 = -5137112.680421
  nChanged 39
		SP:Iteration 31Q (16645.230000 sec): 3 clusters
  Score: Raw -5140646.905867 + Penalty 3501.858187 = -5137145.047680
  nChanged 29
		SP:Iteration 32Q (16645.570000 sec): 3 clusters
  Score: Raw -5140665.543726 + Penalty 3501.858187 = -5137163.685539
  nChanged 18
		SP:Iteration 33Q (16645.890000 sec): 3 clusters
  Score: Raw -5140677.441519 + Penalty 3501.858187 = -5137175.583331
  nChanged 15
		SP:Iteration 34Q (16646.270000 sec): 3 clusters
  Score: Raw -5140691.043866 + Penalty 3501.858187 = -5137189.185678
  nChanged 13
		SP:Iteration 35Q (16646.610000 sec): 3 clusters
  Score: Raw -5140702.636997 + Penalty 3501.858187 = -5137200.778810
  nChanged 6
		SP:Iteration 36Q (16646.970000 sec): 3 clusters
  Score: Raw -5140706.788577 + Penalty 3501.858187 = -5137204.930390
  nChanged 9
		SP:Iteration 37Q (16647.380000 sec): 3 clusters
  Score: Raw -5140712.174045 + Penalty 3501.858187 = -5137210.315857
  nChanged 11
		SP:Iteration 38Q (16647.770000 sec): 3 clusters
  Score: Raw -5140718.933364 + Penalty 3501.858187 = -5137217.075176
  nChanged 7
		SP:Iteration 39Q (16648.150000 sec): 3 clusters
  Score: Raw -5140722.891594 + Penalty 3501.858187 = -5137221.033407
  nChanged 4
		SP:Iteration 40F (16648.540000 sec): 3 clusters
  Score: Raw -5140726.619407 + Penalty 3501.858187 = -5137224.761220
  nChanged 6
		SP:Iteration 41Q (16648.910000 sec): 3 clusters
  Score: Raw -5140729.941499 + Penalty 3501.858187 = -5137228.083312
  nChanged 3
		SP:Iteration 42Q (16649.340000 sec): 3 clusters
  Score: Raw -5140732.048334 + Penalty 3501.858187 = -5137230.190147
  nChanged 3
		SP:Iteration 43Q (16649.730000 sec): 3 clusters
  Score: Raw -5140732.961220 + Penalty 3501.858187 = -5137231.103033
  nChanged 1
		SP:Iteration 44Q (16650.140000 sec): 3 clusters
  Score: Raw -5140733.287581 + Penalty 3501.858187 = -5137231.429394
  nChanged 1
		SP:Iteration 45Q (16650.470000 sec): 3 clusters
  Score: Raw -5140733.776127 + Penalty 3501.858187 = -5137231.917940
  nChanged 2
		SP:Iteration 46Q (16650.850000 sec): 3 clusters
  Score: Raw -5140734.875371 + Penalty 3501.858187 = -5137233.017184
  nChanged 1
		SP:Iteration 47Q (16651.290000 sec): 3 clusters
  Score: Raw -5140735.946787 + Penalty 3501.858187 = -5137234.088600
  nChanged 1
		SP:Iteration 48Q (16651.740000 sec): 3 clusters
  Score: Raw -5140737.142617 + Penalty 3501.858187 = -5137235.284430
  nChanged 3
		SP:Iteration 49Q (16652.140000 sec): 3 clusters
  Score: Raw -5140739.346134 + Penalty 3501.858187 = -5137237.487947
  nChanged 0
		SP:Iteration 50F (16652.530000 sec): 3 clusters
  Score: Raw -5140739.346134 + Penalty 3501.858187 = -5137237.487947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16652.640000 sec): 2 clusters
  Score: Raw -307291.220380 + Penalty 1310.042870 = -305981.177510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16652.860000 sec): 3 clusters
  Score: Raw -305802.202227 + Penalty 2620.085739 = -303182.116488
  nChanged 1210
		SP:Iteration 1F (16653.070000 sec): 3 clusters
  Score: Raw -306580.967363 + Penalty 2620.085739 = -303960.881624
  nChanged 267
		SP:Iteration 2F (16653.210000 sec): 3 clusters
  Score: Raw -306838.413576 + Penalty 2620.085739 = -304218.327837
  nChanged 249
		SP:Iteration 3F (16653.360000 sec): 3 clusters
  Score: Raw -307167.169470 + Penalty 2620.085739 = -304547.083731
  nChanged 262
		SP:Iteration 4F (16653.500000 sec): 3 clusters
  Score: Raw -307484.946034 + Penalty 2620.085739 = -304864.860294
  nChanged 222
		SP:Iteration 5F (16653.690000 sec): 3 clusters
  Score: Raw -307733.153049 + Penalty 2620.085739 = -305113.067310
  nChanged 150
		SP:Iteration 6Q (16653.840000 sec): 3 clusters
  Score: Raw -307901.857932 + Penalty 2620.085739 = -305281.772193
  nChanged 114
		SP:Iteration 7Q (16654.030000 sec): 3 clusters
  Score: Raw -308005.880297 + Penalty 2620.085739 = -305385.794558
  nChanged 61
		SP:Iteration 8Q (16654.200000 sec): 3 clusters
  Score: Raw -308058.953194 + Penalty 2620.085739 = -305438.867455
  nChanged 46
		SP:Iteration 9Q (16654.400000 sec): 3 clusters
  Score: Raw -308092.099379 + Penalty 2620.085739 = -305472.013639
  nChanged 23
		SP:Iteration 10Q (16654.580000 sec): 3 clusters
  Score: Raw -308109.559804 + Penalty 2620.085739 = -305489.474065
  nChanged 21
		SP:Iteration 11Q (16654.720000 sec): 3 clusters
  Score: Raw -308123.103422 + Penalty 2620.085739 = -305503.017682
  nChanged 12
		SP:Iteration 12Q (16654.960000 sec): 3 clusters
  Score: Raw -308130.840811 + Penalty 2620.085739 = -305510.755071
  nChanged 10
		SP:Iteration 13Q (16655.140000 sec): 3 clusters
  Score: Raw -308137.262087 + Penalty 2620.085739 = -305517.176347
  nChanged 5
		SP:Iteration 14Q (16655.330000 sec): 3 clusters
  Score: Raw -308140.036087 + Penalty 2620.085739 = -305519.950348
  nChanged 5
		SP:Iteration 15Q (16655.540000 sec): 3 clusters
  Score: Raw -308143.477277 + Penalty 2620.085739 = -305523.391538
  nChanged 6
		SP:Iteration 16Q (16655.760000 sec): 3 clusters
  Score: Raw -308148.687381 + Penalty 2620.085739 = -305528.601642
  nChanged 5
		SP:Iteration 17Q (16655.960000 sec): 3 clusters
  Score: Raw -308152.212412 + Penalty 2620.085739 = -305532.126673
  nChanged 2
		SP:Iteration 18Q (16656.170000 sec): 3 clusters
  Score: Raw -308153.492154 + Penalty 2620.085739 = -305533.406415
  nChanged 3
		SP:Iteration 19Q (16656.390000 sec): 3 clusters
  Score: Raw -308155.858839 + Penalty 2620.085739 = -305535.773100
  nChanged 3
		SP:Iteration 20F (16656.610000 sec): 3 clusters
  Score: Raw -308157.389489 + Penalty 2620.085739 = -305537.303749
  nChanged 1
		SP:Iteration 21Q (16656.810000 sec): 3 clusters
  Score: Raw -308157.555655 + Penalty 2620.085739 = -305537.469915
  nChanged 1
		SP:Iteration 22Q (16657.000000 sec): 3 clusters
  Score: Raw -308158.690874 + Penalty 2620.085739 = -305538.605135
  nChanged 0
		SP:Iteration 23F (16657.190000 sec): 3 clusters
  Score: Raw -308158.690874 + Penalty 2620.085739 = -305538.605135
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16657.300000 sec): 2 clusters
  Score: Raw -352500.183760 + Penalty 1325.991332 = -351174.192429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16657.480000 sec): 3 clusters
  Score: Raw -350792.107021 + Penalty 2651.982663 = -348140.124358
  nChanged 1362
		SP:Iteration 1F (16657.680000 sec): 3 clusters
  Score: Raw -351621.472172 + Penalty 2651.982663 = -348969.489509
  nChanged 321
		SP:Iteration 2F (16657.880000 sec): 3 clusters
  Score: Raw -351871.541039 + Penalty 2651.982663 = -349219.558376
  nChanged 235
		SP:Iteration 3F (16658.070000 sec): 3 clusters
  Score: Raw -352053.009007 + Penalty 2651.982663 = -349401.026344
  nChanged 194
		SP:Iteration 4F (16658.250000 sec): 3 clusters
  Score: Raw -352189.247160 + Penalty 2651.982663 = -349537.264497
  nChanged 149
		SP:Iteration 5Q (16658.480000 sec): 3 clusters
  Score: Raw -352285.849265 + Penalty 2651.982663 = -349633.866602
  nChanged 123
		SP:Iteration 6Q (16658.710000 sec): 3 clusters
  Score: Raw -352374.365640 + Penalty 2651.982663 = -349722.382977
  nChanged 116
		SP:Iteration 7Q (16658.970000 sec): 3 clusters
  Score: Raw -352461.695584 + Penalty 2651.982663 = -349809.712921
  nChanged 115
		SP:Iteration 8Q (16659.170000 sec): 3 clusters
  Score: Raw -352530.363861 + Penalty 2651.982663 = -349878.381198
  nChanged 83
		SP:Iteration 9Q (16659.380000 sec): 3 clusters
  Score: Raw -352573.700225 + Penalty 2651.982663 = -349921.717562
  nChanged 66
		SP:Iteration 10Q (16659.560000 sec): 3 clusters
  Score: Raw -352610.301623 + Penalty 2651.982663 = -349958.318960
  nChanged 62
		SP:Iteration 11Q (16659.750000 sec): 3 clusters
  Score: Raw -352641.643964 + Penalty 2651.982663 = -349989.661301
  nChanged 49
		SP:Iteration 12Q (16659.960000 sec): 3 clusters
  Score: Raw -352666.834237 + Penalty 2651.982663 = -350014.851574
  nChanged 37
		SP:Iteration 13Q (16660.150000 sec): 3 clusters
  Score: Raw -352686.912806 + Penalty 2651.982663 = -350034.930143
  nChanged 43
		SP:Iteration 14Q (16660.390000 sec): 3 clusters
  Score: Raw -352706.666622 + Penalty 2651.982663 = -350054.683959
  nChanged 34
		SP:Iteration 15Q (16660.550000 sec): 3 clusters
  Score: Raw -352720.872967 + Penalty 2651.982663 = -350068.890304
  nChanged 29
		SP:Iteration 16Q (16660.810000 sec): 3 clusters
  Score: Raw -352733.217548 + Penalty 2651.982663 = -350081.234884
  nChanged 27
		SP:Iteration 17Q (16661.010000 sec): 3 clusters
  Score: Raw -352745.194884 + Penalty 2651.982663 = -350093.212221
  nChanged 15
		SP:Iteration 18Q (16661.260000 sec): 3 clusters
  Score: Raw -352752.496646 + Penalty 2651.982663 = -350100.513983
  nChanged 18
		SP:Iteration 19Q (16661.400000 sec): 3 clusters
  Score: Raw -352759.699048 + Penalty 2651.982663 = -350107.716385
  nChanged 17
		SP:Iteration 20F (16661.600000 sec): 3 clusters
  Score: Raw -352764.769226 + Penalty 2651.982663 = -350112.786563
  nChanged 13
		SP:Iteration 21Q (16661.790000 sec): 3 clusters
  Score: Raw -352768.623801 + Penalty 2651.982663 = -350116.641138
  nChanged 12
		SP:Iteration 22Q (16661.980000 sec): 3 clusters
  Score: Raw -352772.437129 + Penalty 2651.982663 = -350120.454466
  nChanged 11
		SP:Iteration 23Q (16662.200000 sec): 3 clusters
  Score: Raw -352775.477611 + Penalty 2651.982663 = -350123.494948
  nChanged 10
		SP:Iteration 24Q (16662.380000 sec): 3 clusters
  Score: Raw -352777.826847 + Penalty 2651.982663 = -350125.844184
  nChanged 8
		SP:Iteration 25Q (16662.550000 sec): 3 clusters
  Score: Raw -352779.893528 + Penalty 2651.982663 = -350127.910865
  nChanged 4
		SP:Iteration 26Q (16662.770000 sec): 3 clusters
  Score: Raw -352781.307406 + Penalty 2651.982663 = -350129.324743
  nChanged 8
		SP:Iteration 27Q (16662.990000 sec): 3 clusters
  Score: Raw -352784.725713 + Penalty 2651.982663 = -350132.743050
  nChanged 7
		SP:Iteration 28Q (16663.140000 sec): 3 clusters
  Score: Raw -352787.226805 + Penalty 2651.982663 = -350135.244142
  nChanged 8
		SP:Iteration 29Q (16663.290000 sec): 3 clusters
  Score: Raw -352788.892519 + Penalty 2651.982663 = -350136.909856
  nChanged 3
		SP:Iteration 30Q (16663.480000 sec): 3 clusters
  Score: Raw -352789.444443 + Penalty 2651.982663 = -350137.461780
  nChanged 4
		SP:Iteration 31Q (16663.640000 sec): 3 clusters
  Score: Raw -352791.001039 + Penalty 2651.982663 = -350139.018375
  nChanged 3
		SP:Iteration 32Q (16663.840000 sec): 3 clusters
  Score: Raw -352792.615165 + Penalty 2651.982663 = -350140.632501
  nChanged 2
		SP:Iteration 33Q (16664.040000 sec): 3 clusters
  Score: Raw -352793.600551 + Penalty 2651.982663 = -350141.617888
  nChanged 1
		SP:Iteration 34Q (16664.230000 sec): 3 clusters
  Score: Raw -352793.843444 + Penalty 2651.982663 = -350141.860781
  nChanged 0
		SP:Iteration 35F (16664.410000 sec): 3 clusters
  Score: Raw -352793.843444 + Penalty 2651.982663 = -350141.860781
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (118010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16664.990000 sec): 2 clusters
  Score: Raw -12220736.756442 + Penalty 1897.760255 = -12218838.996187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16665.610000 sec): 3 clusters
  Score: Raw -12143747.229354 + Penalty 3795.520510 = -12139951.708844
  nChanged 56431
		SP:Iteration 1F (16666.240000 sec): 3 clusters
  Score: Raw -12176820.369075 + Penalty 3795.520510 = -12173024.848565
  nChanged 4187
		SP:Iteration 2Q (16666.930000 sec): 3 clusters
  Score: Raw -12178041.077583 + Penalty 3795.520510 = -12174245.557073
  nChanged 4705
		SP:Iteration 3Q (16667.660000 sec): 3 clusters
  Score: Raw -12179729.129222 + Penalty 3795.520510 = -12175933.608712
  nChanged 5258
		SP:Iteration 4Q (16668.350000 sec): 3 clusters
  Score: Raw -12182101.872776 + Penalty 3795.520510 = -12178306.352266
  nChanged 5997
		SP:Iteration 5F (16669.050000 sec): 3 clusters
  Score: Raw -12185091.243168 + Penalty 3795.520510 = -12181295.722658
  nChanged 6493
		SP:Iteration 6F (16669.720000 sec): 3 clusters
  Score: Raw -12188712.229766 + Penalty 3795.520510 = -12184916.709257
  nChanged 6934
		SP:Iteration 7F (16670.330000 sec): 3 clusters
  Score: Raw -12193117.443194 + Penalty 3795.520510 = -12189321.922684
  nChanged 7452
		SP:Iteration 8F (16670.970000 sec): 3 clusters
  Score: Raw -12198598.883863 + Penalty 3795.520510 = -12194803.363353
  nChanged 7662
		SP:Iteration 9F (16671.570000 sec): 3 clusters
  Score: Raw -12204753.817142 + Penalty 3795.520510 = -12200958.296633
  nChanged 6922
		SP:Iteration 10F (16672.260000 sec): 3 clusters
  Score: Raw -12210546.860382 + Penalty 3795.520510 = -12206751.339872
  nChanged 5422
		SP:Iteration 11Q (16672.910000 sec): 3 clusters
  Score: Raw -12215130.338768 + Penalty 3795.520510 = -12211334.818258
  nChanged 3537
		SP:Iteration 12Q (16673.530000 sec): 3 clusters
  Score: Raw -12218042.878097 + Penalty 3795.520510 = -12214247.357588
  nChanged 1955
		SP:Iteration 13Q (16674.210000 sec): 3 clusters
  Score: Raw -12219585.486499 + Penalty 3795.520510 = -12215789.965989
  nChanged 967
		SP:Iteration 14Q (16674.910000 sec): 3 clusters
  Score: Raw -12220360.847196 + Penalty 3795.520510 = -12216565.326686
  nChanged 456
		SP:Iteration 15Q (16675.600000 sec): 3 clusters
  Score: Raw -12220751.325088 + Penalty 3795.520510 = -12216955.804578
  nChanged 177
		SP:Iteration 16Q (16676.190000 sec): 3 clusters
  Score: Raw -12220911.234518 + Penalty 3795.520510 = -12217115.714009
  nChanged 90
		SP:Iteration 17Q (16676.770000 sec): 3 clusters
  Score: Raw -12221017.957529 + Penalty 3795.520510 = -12217222.437019
  nChanged 76
		SP:Iteration 18Q (16677.400000 sec): 3 clusters
  Score: Raw -12221107.267098 + Penalty 3795.520510 = -12217311.746588
  nChanged 62
		SP:Iteration 19Q (16677.980000 sec): 3 clusters
  Score: Raw -12221180.731855 + Penalty 3795.520510 = -12217385.211345
  nChanged 54
		SP:Iteration 20F (16678.670000 sec): 3 clusters
  Score: Raw -12221246.231630 + Penalty 3795.520510 = -12217450.711120
  nChanged 41
		SP:Iteration 21Q (16679.280000 sec): 3 clusters
  Score: Raw -12221297.142824 + Penalty 3795.520510 = -12217501.622314
  nChanged 36
		SP:Iteration 22Q (16679.860000 sec): 3 clusters
  Score: Raw -12221327.229847 + Penalty 3795.520510 = -12217531.709338
  nChanged 29
		SP:Iteration 23Q (16680.380000 sec): 3 clusters
  Score: Raw -12221347.981029 + Penalty 3795.520510 = -12217552.460519
  nChanged 31
		SP:Iteration 24Q (16681.000000 sec): 3 clusters
  Score: Raw -12221373.762882 + Penalty 3795.520510 = -12217578.242372
  nChanged 35
		SP:Iteration 25Q (16681.620000 sec): 3 clusters
  Score: Raw -12221402.627800 + Penalty 3795.520510 = -12217607.107290
  nChanged 34
		SP:Iteration 26Q (16682.170000 sec): 3 clusters
  Score: Raw -12221421.644565 + Penalty 3795.520510 = -12217626.124056
  nChanged 22
		SP:Iteration 27Q (16682.830000 sec): 3 clusters
  Score: Raw -12221431.343315 + Penalty 3795.520510 = -12217635.822805
  nChanged 9
		SP:Iteration 28Q (16683.450000 sec): 3 clusters
  Score: Raw -12221435.507565 + Penalty 3795.520510 = -12217639.987056
  nChanged 6
		SP:Iteration 29Q (16684.090000 sec): 3 clusters
  Score: Raw -12221439.220692 + Penalty 3795.520510 = -12217643.700183
  nChanged 10
		SP:Iteration 30Q (16684.680000 sec): 3 clusters
  Score: Raw -12221444.865046 + Penalty 3795.520510 = -12217649.344536
  nChanged 5
		SP:Iteration 31Q (16685.290000 sec): 3 clusters
  Score: Raw -12221447.496669 + Penalty 3795.520510 = -12217651.976159
  nChanged 7
		SP:Iteration 32Q (16686.000000 sec): 3 clusters
  Score: Raw -12221450.322378 + Penalty 3795.520510 = -12217654.801868
  nChanged 7
		SP:Iteration 33Q (16686.630000 sec): 3 clusters
  Score: Raw -12221453.368182 + Penalty 3795.520510 = -12217657.847672
  nChanged 2
		SP:Iteration 34Q (16687.230000 sec): 3 clusters
  Score: Raw -12221454.701999 + Penalty 3795.520510 = -12217659.181490
  nChanged 4
		SP:Iteration 35Q (16687.770000 sec): 3 clusters
  Score: Raw -12221456.984910 + Penalty 3795.520510 = -12217661.464400
  nChanged 5
		SP:Iteration 36Q (16688.380000 sec): 3 clusters
  Score: Raw -12221459.321089 + Penalty 3795.520510 = -12217663.800579
  nChanged 3
		SP:Iteration 37Q (16688.980000 sec): 3 clusters
  Score: Raw -12221460.201644 + Penalty 3795.520510 = -12217664.681134
  nChanged 1
		SP:Iteration 38Q (16689.550000 sec): 3 clusters
  Score: Raw -12221460.398879 + Penalty 3795.520510 = -12217664.878369
  nChanged 0
		SP:Iteration 39F (16690.240000 sec): 3 clusters
  Score: Raw -12221460.674774 + Penalty 3795.520510 = -12217665.154264
  nChanged 1
		SP:Iteration 40F (16690.890000 sec): 3 clusters
  Score: Raw -12221461.132966 + Penalty 3795.520510 = -12217665.612456
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16691.040000 sec): 2 clusters
  Score: Raw -24699.922138 + Penalty 919.665860 = -23780.256278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16691.230000 sec): 3 clusters
  Score: Raw -24876.436158 + Penalty 1839.331720 = -23037.104437
  nChanged 62
		SP:Iteration 1F (16691.400000 sec): 3 clusters
  Score: Raw -25202.529999 + Penalty 1839.331720 = -23363.198278
  nChanged 35
		SP:Iteration 2F (16691.580000 sec): 3 clusters
  Score: Raw -25456.405580 + Penalty 1839.331720 = -23617.073860
  nChanged 13
		SP:Iteration 3Q (16691.760000 sec): 3 clusters
  Score: Raw -25561.206708 + Penalty 1839.331720 = -23721.874988
  nChanged 9
		SP:Iteration 4Q (16691.990000 sec): 3 clusters
  Score: Raw -25614.669705 + Penalty 1839.331720 = -23775.337985
  nChanged 5
		SP:Iteration 5Q (16692.210000 sec): 3 clusters
  Score: Raw -25643.503185 + Penalty 1839.331720 = -23804.171465
  nChanged 1
		SP:Iteration 6Q (16692.380000 sec): 3 clusters
  Score: Raw -25650.138732 + Penalty 1839.331720 = -23810.807011
  nChanged 2
		SP:Iteration 7Q (16692.550000 sec): 3 clusters
  Score: Raw -25675.609354 + Penalty 1839.331720 = -23836.277634
  nChanged 0
		SP:Iteration 8F (16692.750000 sec): 3 clusters
  Score: Raw -25675.609354 + Penalty 1839.331720 = -23836.277634
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16692.860000 sec): 2 clusters
  Score: Raw -148690.844845 + Penalty 1171.757999 = -147519.086846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16693.040000 sec): 3 clusters
  Score: Raw -148218.302359 + Penalty 2343.515997 = -145874.786362
  nChanged 439
		SP:Iteration 1F (16693.210000 sec): 3 clusters
  Score: Raw -148551.336314 + Penalty 2343.515997 = -146207.820317
  nChanged 109
		SP:Iteration 2F (16693.420000 sec): 3 clusters
  Score: Raw -148646.087179 + Penalty 2343.515997 = -146302.571182
  nChanged 61
		SP:Iteration 3Q (16693.610000 sec): 3 clusters
  Score: Raw -148701.008932 + Penalty 2343.515997 = -146357.492934
  nChanged 37
		SP:Iteration 4Q (16693.800000 sec): 3 clusters
  Score: Raw -148728.510917 + Penalty 2343.515997 = -146384.994920
  nChanged 31
		SP:Iteration 5Q (16694.040000 sec): 3 clusters
  Score: Raw -148754.840138 + Penalty 2343.515997 = -146411.324141
  nChanged 29
		SP:Iteration 6Q (16694.210000 sec): 3 clusters
  Score: Raw -148781.684864 + Penalty 2343.515997 = -146438.168866
  nChanged 34
		SP:Iteration 7Q (16694.360000 sec): 3 clusters
  Score: Raw -148817.267050 + Penalty 2343.515997 = -146473.751053
  nChanged 40
		SP:Iteration 8Q (16694.530000 sec): 3 clusters
  Score: Raw -148858.959070 + Penalty 2343.515997 = -146515.443072
  nChanged 33
		SP:Iteration 9Q (16694.710000 sec): 3 clusters
  Score: Raw -148907.827385 + Penalty 2343.515997 = -146564.311388
  nChanged 41
		SP:Iteration 10Q (16694.950000 sec): 3 clusters
  Score: Raw -148955.013867 + Penalty 2343.515997 = -146611.497869
  nChanged 35
		SP:Iteration 11Q (16695.160000 sec): 3 clusters
  Score: Raw -149001.529398 + Penalty 2343.515997 = -146658.013401
  nChanged 29
		SP:Iteration 12Q (16695.350000 sec): 3 clusters
  Score: Raw -149034.627818 + Penalty 2343.515997 = -146691.111820
  nChanged 14
		SP:Iteration 13Q (16695.490000 sec): 3 clusters
  Score: Raw -149047.088817 + Penalty 2343.515997 = -146703.572820
  nChanged 11
		SP:Iteration 14Q (16695.680000 sec): 3 clusters
  Score: Raw -149058.837218 + Penalty 2343.515997 = -146715.321220
  nChanged 11
		SP:Iteration 15Q (16695.910000 sec): 3 clusters
  Score: Raw -149069.446051 + Penalty 2343.515997 = -146725.930053
  nChanged 12
		SP:Iteration 16Q (16696.040000 sec): 3 clusters
  Score: Raw -149081.709441 + Penalty 2343.515997 = -146738.193444
  nChanged 9
		SP:Iteration 17Q (16696.230000 sec): 3 clusters
  Score: Raw -149090.533968 + Penalty 2343.515997 = -146747.017971
  nChanged 12
		SP:Iteration 18Q (16696.440000 sec): 3 clusters
  Score: Raw -149099.767683 + Penalty 2343.515997 = -146756.251686
  nChanged 4
		SP:Iteration 19Q (16696.610000 sec): 3 clusters
  Score: Raw -149102.232851 + Penalty 2343.515997 = -146758.716854
  nChanged 8
		SP:Iteration 20F (16696.810000 sec): 3 clusters
  Score: Raw -149114.231006 + Penalty 2343.515997 = -146770.715009
  nChanged 5
		SP:Iteration 21Q (16696.990000 sec): 3 clusters
  Score: Raw -149120.103682 + Penalty 2343.515997 = -146776.587685
  nChanged 3
		SP:Iteration 22Q (16697.170000 sec): 3 clusters
  Score: Raw -149123.254569 + Penalty 2343.515997 = -146779.738572
  nChanged 7
		SP:Iteration 23Q (16697.390000 sec): 3 clusters
  Score: Raw -149128.032404 + Penalty 2343.515997 = -146784.516406
  nChanged 3
		SP:Iteration 24Q (16697.570000 sec): 3 clusters
  Score: Raw -149129.634018 + Penalty 2343.515997 = -146786.118021
  nChanged 2
		SP:Iteration 25Q (16697.710000 sec): 3 clusters
  Score: Raw -149131.356900 + Penalty 2343.515997 = -146787.840903
  nChanged 2
		SP:Iteration 26Q (16697.890000 sec): 3 clusters
  Score: Raw -149133.232551 + Penalty 2343.515997 = -146789.716554
  nChanged 0
		SP:Iteration 27F (16698.110000 sec): 3 clusters
  Score: Raw -149133.232551 + Penalty 2343.515997 = -146789.716554
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16698.240000 sec): 2 clusters
  Score: Raw -1205784.029953 + Penalty 1523.204159 = -1204260.825794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16698.500000 sec): 3 clusters
  Score: Raw -1199107.256142 + Penalty 3046.408317 = -1196060.847825
  nChanged 5138
		SP:Iteration 1F (16698.750000 sec): 3 clusters
  Score: Raw -1201940.785764 + Penalty 3046.408317 = -1198894.377447
  nChanged 884
		SP:Iteration 2F (16698.990000 sec): 3 clusters
  Score: Raw -1202467.313123 + Penalty 3046.408317 = -1199420.904806
  nChanged 856
		SP:Iteration 3F (16699.220000 sec): 3 clusters
  Score: Raw -1203022.501579 + Penalty 3046.408317 = -1199976.093261
  nChanged 814
		SP:Iteration 4F (16699.440000 sec): 3 clusters
  Score: Raw -1203570.475799 + Penalty 3046.408317 = -1200524.067482
  nChanged 727
		SP:Iteration 5F (16699.670000 sec): 3 clusters
  Score: Raw -1204017.014734 + Penalty 3046.408317 = -1200970.606417
  nChanged 618
		SP:Iteration 6F (16699.890000 sec): 3 clusters
  Score: Raw -1204380.191057 + Penalty 3046.408317 = -1201333.782740
  nChanged 503
		SP:Iteration 7Q (16700.150000 sec): 3 clusters
  Score: Raw -1204662.171780 + Penalty 3046.408317 = -1201615.763463
  nChanged 413
		SP:Iteration 8Q (16700.330000 sec): 3 clusters
  Score: Raw -1204890.194102 + Penalty 3046.408317 = -1201843.785785
  nChanged 357
		SP:Iteration 9Q (16700.570000 sec): 3 clusters
  Score: Raw -1205089.359448 + Penalty 3046.408317 = -1202042.951130
  nChanged 297
		SP:Iteration 10Q (16700.780000 sec): 3 clusters
  Score: Raw -1205263.644491 + Penalty 3046.408317 = -1202217.236173
  nChanged 278
		SP:Iteration 11Q (16700.990000 sec): 3 clusters
  Score: Raw -1205421.087782 + Penalty 3046.408317 = -1202374.679465
  nChanged 237
		SP:Iteration 12Q (16701.250000 sec): 3 clusters
  Score: Raw -1205551.493359 + Penalty 3046.408317 = -1202505.085042
  nChanged 203
		SP:Iteration 13Q (16701.480000 sec): 3 clusters
  Score: Raw -1205675.240139 + Penalty 3046.408317 = -1202628.831822
  nChanged 184
		SP:Iteration 14Q (16701.690000 sec): 3 clusters
  Score: Raw -1205788.077738 + Penalty 3046.408317 = -1202741.669421
  nChanged 138
		SP:Iteration 15Q (16701.970000 sec): 3 clusters
  Score: Raw -1205885.307086 + Penalty 3046.408317 = -1202838.898769
  nChanged 124
		SP:Iteration 16Q (16702.190000 sec): 3 clusters
  Score: Raw -1205971.846542 + Penalty 3046.408317 = -1202925.438224
  nChanged 87
		SP:Iteration 17Q (16702.430000 sec): 3 clusters
  Score: Raw -1206024.632598 + Penalty 3046.408317 = -1202978.224280
  nChanged 53
		SP:Iteration 18Q (16702.640000 sec): 3 clusters
  Score: Raw -1206055.949602 + Penalty 3046.408317 = -1203009.541284
  nChanged 44
		SP:Iteration 19Q (16702.850000 sec): 3 clusters
  Score: Raw -1206089.534527 + Penalty 3046.408317 = -1203043.126210
  nChanged 44
		SP:Iteration 20F (16703.100000 sec): 3 clusters
  Score: Raw -1206118.698425 + Penalty 3046.408317 = -1203072.290108
  nChanged 29
		SP:Iteration 21Q (16703.370000 sec): 3 clusters
  Score: Raw -1206133.214600 + Penalty 3046.408317 = -1203086.806283
  nChanged 18
		SP:Iteration 22Q (16703.580000 sec): 3 clusters
  Score: Raw -1206141.117825 + Penalty 3046.408317 = -1203094.709507
  nChanged 12
		SP:Iteration 23Q (16703.800000 sec): 3 clusters
  Score: Raw -1206146.605930 + Penalty 3046.408317 = -1203100.197613
  nChanged 8
		SP:Iteration 24Q (16704.040000 sec): 3 clusters
  Score: Raw -1206152.765397 + Penalty 3046.408317 = -1203106.357079
  nChanged 12
		SP:Iteration 25Q (16704.300000 sec): 3 clusters
  Score: Raw -1206158.207017 + Penalty 3046.408317 = -1203111.798700
  nChanged 5
		SP:Iteration 26Q (16704.520000 sec): 3 clusters
  Score: Raw -1206161.028671 + Penalty 3046.408317 = -1203114.620354
  nChanged 6
		SP:Iteration 27Q (16704.720000 sec): 3 clusters
  Score: Raw -1206164.778318 + Penalty 3046.408317 = -1203118.370001
  nChanged 3
		SP:Iteration 28Q (16705.000000 sec): 3 clusters
  Score: Raw -1206166.025428 + Penalty 3046.408317 = -1203119.617111
  nChanged 2
		SP:Iteration 29Q (16705.200000 sec): 3 clusters
  Score: Raw -1206166.911112 + Penalty 3046.408317 = -1203120.502794
  nChanged 2
		SP:Iteration 30Q (16705.390000 sec): 3 clusters
  Score: Raw -1206167.477975 + Penalty 3046.408317 = -1203121.069657
  nChanged 0
		SP:Iteration 31F (16705.600000 sec): 3 clusters
  Score: Raw -1206167.477975 + Penalty 3046.408317 = -1203121.069657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16705.810000 sec): 2 clusters
  Score: Raw -1920588.437317 + Penalty 1610.748526 = -1918977.688791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16706.050000 sec): 3 clusters
  Score: Raw -1908431.514734 + Penalty 3221.497052 = -1905210.017682
  nChanged 9156
		SP:Iteration 1F (16706.330000 sec): 3 clusters
  Score: Raw -1913461.747333 + Penalty 3221.497052 = -1910240.250281
  nChanged 1054
		SP:Iteration 2F (16706.610000 sec): 3 clusters
  Score: Raw -1913902.254693 + Penalty 3221.497052 = -1910680.757642
  nChanged 1073
		SP:Iteration 3F (16706.900000 sec): 3 clusters
  Score: Raw -1914397.996894 + Penalty 3221.497052 = -1911176.499843
  nChanged 1069
		SP:Iteration 4F (16707.150000 sec): 3 clusters
  Score: Raw -1914889.013460 + Penalty 3221.497052 = -1911667.516409
  nChanged 993
		SP:Iteration 5Q (16707.480000 sec): 3 clusters
  Score: Raw -1915368.371491 + Penalty 3221.497052 = -1912146.874439
  nChanged 1017
		SP:Iteration 6F (16707.750000 sec): 3 clusters
  Score: Raw -1915842.052188 + Penalty 3221.497052 = -1912620.555136
  nChanged 919
		SP:Iteration 7Q (16708.050000 sec): 3 clusters
  Score: Raw -1916291.923321 + Penalty 3221.497052 = -1913070.426269
  nChanged 920
		SP:Iteration 8Q (16708.290000 sec): 3 clusters
  Score: Raw -1916686.378564 + Penalty 3221.497052 = -1913464.881512
  nChanged 760
		SP:Iteration 9Q (16708.590000 sec): 3 clusters
  Score: Raw -1917024.329224 + Penalty 3221.497052 = -1913802.832172
  nChanged 733
		SP:Iteration 10Q (16708.930000 sec): 3 clusters
  Score: Raw -1917379.884333 + Penalty 3221.497052 = -1914158.387281
  nChanged 726
		SP:Iteration 11Q (16709.190000 sec): 3 clusters
  Score: Raw -1917722.979997 + Penalty 3221.497052 = -1914501.482945
  nChanged 677
		SP:Iteration 12Q (16709.510000 sec): 3 clusters
  Score: Raw -1918043.408518 + Penalty 3221.497052 = -1914821.911466
  nChanged 601
		SP:Iteration 13Q (16709.820000 sec): 3 clusters
  Score: Raw -1918350.819772 + Penalty 3221.497052 = -1915129.322720
  nChanged 574
		SP:Iteration 14Q (16710.120000 sec): 3 clusters
  Score: Raw -1918622.617757 + Penalty 3221.497052 = -1915401.120706
  nChanged 535
		SP:Iteration 15Q (16710.400000 sec): 3 clusters
  Score: Raw -1918844.106697 + Penalty 3221.497052 = -1915622.609645
  nChanged 428
		SP:Iteration 16Q (16710.680000 sec): 3 clusters
  Score: Raw -1919008.736180 + Penalty 3221.497052 = -1915787.239128
  nChanged 367
		SP:Iteration 17Q (16711.000000 sec): 3 clusters
  Score: Raw -1919113.015499 + Penalty 3221.497052 = -1915891.518447
  nChanged 272
		SP:Iteration 18Q (16711.280000 sec): 3 clusters
  Score: Raw -1919180.958912 + Penalty 3221.497052 = -1915959.461860
  nChanged 231
		SP:Iteration 19Q (16711.560000 sec): 3 clusters
  Score: Raw -1919244.003784 + Penalty 3221.497052 = -1916022.506732
  nChanged 212
		SP:Iteration 20F (16711.850000 sec): 3 clusters
  Score: Raw -1919295.956951 + Penalty 3221.497052 = -1916074.459900
  nChanged 181
		SP:Iteration 21Q (16712.090000 sec): 3 clusters
  Score: Raw -1919337.167566 + Penalty 3221.497052 = -1916115.670514
  nChanged 145
		SP:Iteration 22Q (16712.360000 sec): 3 clusters
  Score: Raw -1919368.666452 + Penalty 3221.497052 = -1916147.169400
  nChanged 160
		SP:Iteration 23Q (16712.670000 sec): 3 clusters
  Score: Raw -1919400.829311 + Penalty 3221.497052 = -1916179.332259
  nChanged 145
		SP:Iteration 24Q (16712.960000 sec): 3 clusters
  Score: Raw -1919427.625671 + Penalty 3221.497052 = -1916206.128619
  nChanged 155
		SP:Iteration 25Q (16713.270000 sec): 3 clusters
  Score: Raw -1919457.218870 + Penalty 3221.497052 = -1916235.721818
  nChanged 138
		SP:Iteration 26Q (16713.580000 sec): 3 clusters
  Score: Raw -1919486.260146 + Penalty 3221.497052 = -1916264.763094
  nChanged 142
		SP:Iteration 27Q (16713.850000 sec): 3 clusters
  Score: Raw -1919513.849673 + Penalty 3221.497052 = -1916292.352621
  nChanged 138
		SP:Iteration 28Q (16714.120000 sec): 3 clusters
  Score: Raw -1919539.836473 + Penalty 3221.497052 = -1916318.339421
  nChanged 139
		SP:Iteration 29Q (16714.410000 sec): 3 clusters
  Score: Raw -1919566.249212 + Penalty 3221.497052 = -1916344.752160
  nChanged 133
		SP:Iteration 30Q (16714.700000 sec): 3 clusters
  Score: Raw -1919590.275765 + Penalty 3221.497052 = -1916368.778713
  nChanged 133
		SP:Iteration 31Q (16714.960000 sec): 3 clusters
  Score: Raw -1919619.232031 + Penalty 3221.497052 = -1916397.734979
  nChanged 135
		SP:Iteration 32Q (16715.260000 sec): 3 clusters
  Score: Raw -1919647.872295 + Penalty 3221.497052 = -1916426.375243
  nChanged 129
		SP:Iteration 33Q (16715.510000 sec): 3 clusters
  Score: Raw -1919673.220251 + Penalty 3221.497052 = -1916451.723200
  nChanged 113
		SP:Iteration 34Q (16715.780000 sec): 3 clusters
  Score: Raw -1919696.542732 + Penalty 3221.497052 = -1916475.045680
  nChanged 117
		SP:Iteration 35Q (16716.040000 sec): 3 clusters
  Score: Raw -1919722.214890 + Penalty 3221.497052 = -1916500.717838
  nChanged 146
		SP:Iteration 36Q (16716.320000 sec): 3 clusters
  Score: Raw -1919753.622655 + Penalty 3221.497052 = -1916532.125604
  nChanged 150
		SP:Iteration 37Q (16716.560000 sec): 3 clusters
  Score: Raw -1919783.308750 + Penalty 3221.497052 = -1916561.811698
  nChanged 125
		SP:Iteration 38Q (16716.830000 sec): 3 clusters
  Score: Raw -1919805.065418 + Penalty 3221.497052 = -1916583.568366
  nChanged 107
		SP:Iteration 39Q (16717.130000 sec): 3 clusters
  Score: Raw -1919823.154024 + Penalty 3221.497052 = -1916601.656973
  nChanged 105
		SP:Iteration 40F (16717.400000 sec): 3 clusters
  Score: Raw -1919841.625355 + Penalty 3221.497052 = -1916620.128303
  nChanged 111
		SP:Iteration 41Q (16717.650000 sec): 3 clusters
  Score: Raw -1919862.351662 + Penalty 3221.497052 = -1916640.854610
  nChanged 119
		SP:Iteration 42Q (16717.960000 sec): 3 clusters
  Score: Raw -1919885.287322 + Penalty 3221.497052 = -1916663.790271
  nChanged 104
		SP:Iteration 43Q (16718.210000 sec): 3 clusters
  Score: Raw -1919903.613824 + Penalty 3221.497052 = -1916682.116772
  nChanged 111
		SP:Iteration 44Q (16718.470000 sec): 3 clusters
  Score: Raw -1919923.293673 + Penalty 3221.497052 = -1916701.796621
  nChanged 106
		SP:Iteration 45Q (16718.800000 sec): 3 clusters
  Score: Raw -1919942.878684 + Penalty 3221.497052 = -1916721.381632
  nChanged 107
		SP:Iteration 46Q (16719.030000 sec): 3 clusters
  Score: Raw -1919962.301721 + Penalty 3221.497052 = -1916740.804669
  nChanged 105
		SP:Iteration 47Q (16719.370000 sec): 3 clusters
  Score: Raw -1919983.575992 + Penalty 3221.497052 = -1916762.078940
  nChanged 113
		SP:Iteration 48Q (16719.640000 sec): 3 clusters
  Score: Raw -1920006.265063 + Penalty 3221.497052 = -1916784.768012
  nChanged 131
		SP:Iteration 49Q (16719.950000 sec): 3 clusters
  Score: Raw -1920034.474610 + Penalty 3221.497052 = -1916812.977559
  nChanged 126
		SP:Iteration 50Q (16720.270000 sec): 3 clusters
  Score: Raw -1920061.656979 + Penalty 3221.497052 = -1916840.159928
  nChanged 131
		SP:Iteration 51Q (16720.520000 sec): 3 clusters
  Score: Raw -1920090.302523 + Penalty 3221.497052 = -1916868.805472
  nChanged 130
		SP:Iteration 52Q (16720.810000 sec): 3 clusters
  Score: Raw -1920118.856655 + Penalty 3221.497052 = -1916897.359603
  nChanged 142
		SP:Iteration 53Q (16721.120000 sec): 3 clusters
  Score: Raw -1920149.123494 + Penalty 3221.497052 = -1916927.626443
  nChanged 126
		SP:Iteration 54Q (16721.400000 sec): 3 clusters
  Score: Raw -1920178.693128 + Penalty 3221.497052 = -1916957.196076
  nChanged 145
		SP:Iteration 55Q (16721.710000 sec): 3 clusters
  Score: Raw -1920215.996247 + Penalty 3221.497052 = -1916994.499195
  nChanged 137
		SP:Iteration 56Q (16722.020000 sec): 3 clusters
  Score: Raw -1920251.762191 + Penalty 3221.497052 = -1917030.265139
  nChanged 138
		SP:Iteration 57Q (16722.380000 sec): 3 clusters
  Score: Raw -1920285.701148 + Penalty 3221.497052 = -1917064.204096
  nChanged 143
		SP:Iteration 58Q (16722.720000 sec): 3 clusters
  Score: Raw -1920319.309688 + Penalty 3221.497052 = -1917097.812636
  nChanged 124
		SP:Iteration 59Q (16723.040000 sec): 3 clusters
  Score: Raw -1920347.474353 + Penalty 3221.497052 = -1917125.977301
  nChanged 113
		SP:Iteration 60F (16723.350000 sec): 3 clusters
  Score: Raw -1920375.517558 + Penalty 3221.497052 = -1917154.020506
  nChanged 115
		SP:Iteration 61Q (16723.650000 sec): 3 clusters
  Score: Raw -1920403.883569 + Penalty 3221.497052 = -1917182.386517
  nChanged 110
		SP:Iteration 62Q (16723.950000 sec): 3 clusters
  Score: Raw -1920439.963501 + Penalty 3221.497052 = -1917218.466449
  nChanged 152
		SP:Iteration 63Q (16724.180000 sec): 3 clusters
  Score: Raw -1920487.080834 + Penalty 3221.497052 = -1917265.583782
  nChanged 138
		SP:Iteration 64Q (16724.450000 sec): 3 clusters
  Score: Raw -1920532.187047 + Penalty 3221.497052 = -1917310.689995
  nChanged 152
		SP:Iteration 65Q (16724.700000 sec): 3 clusters
  Score: Raw -1920591.104155 + Penalty 3221.497052 = -1917369.607103
  nChanged 152
		SP:Iteration 66Q (16725.010000 sec): 3 clusters
  Score: Raw -1920653.876908 + Penalty 3221.497052 = -1917432.379856
  nChanged 139
		SP:Iteration 67Q (16725.290000 sec): 3 clusters
  Score: Raw -1920708.072863 + Penalty 3221.497052 = -1917486.575811
  nChanged 134
		SP:Iteration 68Q (16725.610000 sec): 3 clusters
  Score: Raw -1920760.194080 + Penalty 3221.497052 = -1917538.697028
  nChanged 121
		SP:Iteration 69Q (16725.910000 sec): 3 clusters
  Score: Raw -1920804.149619 + Penalty 3221.497052 = -1917582.652567
  nChanged 110
		SP:Iteration 70Q (16726.190000 sec): 3 clusters
  Score: Raw -1920846.294261 + Penalty 3221.497052 = -1917624.797209
  nChanged 101
		SP:Iteration 71Q (16726.480000 sec): 3 clusters
  Score: Raw -1920886.081678 + Penalty 3221.497052 = -1917664.584626
  nChanged 100
		SP:Iteration 72Q (16726.780000 sec): 3 clusters
  Score: Raw -1920927.724844 + Penalty 3221.497052 = -1917706.227792
  nChanged 107
		SP:Iteration 73Q (16727.100000 sec): 3 clusters
  Score: Raw -1920971.046310 + Penalty 3221.497052 = -1917749.549258
  nChanged 77
		SP:Iteration 74Q (16727.380000 sec): 3 clusters
  Score: Raw -1921007.774269 + Penalty 3221.497052 = -1917786.277217
  nChanged 72
		SP:Iteration 75Q (16727.700000 sec): 3 clusters
  Score: Raw -1921039.475919 + Penalty 3221.497052 = -1917817.978867
  nChanged 69
		SP:Iteration 76Q (16727.960000 sec): 3 clusters
  Score: Raw -1921077.478554 + Penalty 3221.497052 = -1917855.981502
  nChanged 68
		SP:Iteration 77Q (16728.250000 sec): 3 clusters
  Score: Raw -1921115.361352 + Penalty 3221.497052 = -1917893.864300
  nChanged 64
		SP:Iteration 78Q (16728.540000 sec): 3 clusters
  Score: Raw -1921147.469492 + Penalty 3221.497052 = -1917925.972440
  nChanged 66
		SP:Iteration 79Q (16728.840000 sec): 3 clusters
  Score: Raw -1921177.784485 + Penalty 3221.497052 = -1917956.287433
  nChanged 59
		SP:Iteration 80F (16729.140000 sec): 3 clusters
  Score: Raw -1921199.091110 + Penalty 3221.497052 = -1917977.594059
  nChanged 50
		SP:Iteration 81Q (16729.420000 sec): 3 clusters
  Score: Raw -1921215.540025 + Penalty 3221.497052 = -1917994.042973
  nChanged 42
		SP:Iteration 82Q (16729.710000 sec): 3 clusters
  Score: Raw -1921229.674367 + Penalty 3221.497052 = -1918008.177316
  nChanged 39
		SP:Iteration 83Q (16729.990000 sec): 3 clusters
  Score: Raw -1921243.792401 + Penalty 3221.497052 = -1918022.295349
  nChanged 38
		SP:Iteration 84Q (16730.290000 sec): 3 clusters
  Score: Raw -1921259.645636 + Penalty 3221.497052 = -1918038.148584
  nChanged 37
		SP:Iteration 85Q (16730.540000 sec): 3 clusters
  Score: Raw -1921279.147757 + Penalty 3221.497052 = -1918057.650705
  nChanged 35
		SP:Iteration 86Q (16730.830000 sec): 3 clusters
  Score: Raw -1921295.972857 + Penalty 3221.497052 = -1918074.475806
  nChanged 41
		SP:Iteration 87Q (16731.130000 sec): 3 clusters
  Score: Raw -1921312.491989 + Penalty 3221.497052 = -1918090.994937
  nChanged 35
		SP:Iteration 88Q (16731.400000 sec): 3 clusters
  Score: Raw -1921329.162754 + Penalty 3221.497052 = -1918107.665703
  nChanged 37
		SP:Iteration 89Q (16731.740000 sec): 3 clusters
  Score: Raw -1921344.864924 + Penalty 3221.497052 = -1918123.367872
  nChanged 39
		SP:Iteration 90Q (16732.030000 sec): 3 clusters
  Score: Raw -1921359.931650 + Penalty 3221.497052 = -1918138.434598
  nChanged 28
		SP:Iteration 91Q (16732.330000 sec): 3 clusters
  Score: Raw -1921375.440475 + Penalty 3221.497052 = -1918153.943424
  nChanged 26
		SP:Iteration 92Q (16732.610000 sec): 3 clusters
  Score: Raw -1921388.896195 + Penalty 3221.497052 = -1918167.399143
  nChanged 33
		SP:Iteration 93Q (16732.930000 sec): 3 clusters
  Score: Raw -1921423.878155 + Penalty 3221.497052 = -1918202.381103
  nChanged 40
		SP:Iteration 94Q (16733.190000 sec): 3 clusters
  Score: Raw -1921492.663152 + Penalty 3221.497052 = -1918271.166100
  nChanged 56
		SP:Iteration 95Q (16733.420000 sec): 3 clusters
  Score: Raw -1921546.262778 + Penalty 3221.497052 = -1918324.765726
  nChanged 46
		SP:Iteration 96Q (16733.690000 sec): 3 clusters
  Score: Raw -1921573.950651 + Penalty 3221.497052 = -1918352.453600
  nChanged 45
		SP:Iteration 97Q (16734.010000 sec): 3 clusters
  Score: Raw -1921591.042144 + Penalty 3221.497052 = -1918369.545093
  nChanged 34
		SP:Iteration 98Q (16734.260000 sec): 3 clusters
  Score: Raw -1921601.083125 + Penalty 3221.497052 = -1918379.586073
  nChanged 15
		SP:Iteration 99Q (16734.540000 sec): 3 clusters
  Score: Raw -1921606.540682 + Penalty 3221.497052 = -1918385.043630
  nChanged 9
		SP:Iteration 100F (16734.830000 sec): 3 clusters
  Score: Raw -1921609.074022 + Penalty 3221.497052 = -1918387.576971
  nChanged 8
		SP:Iteration 101Q (16735.110000 sec): 3 clusters
  Score: Raw -1921610.584545 + Penalty 3221.497052 = -1918389.087493
  nChanged 5
		SP:Iteration 102Q (16735.380000 sec): 3 clusters
  Score: Raw -1921611.633122 + Penalty 3221.497052 = -1918390.136070
  nChanged 5
		SP:Iteration 103Q (16735.630000 sec): 3 clusters
  Score: Raw -1921612.694008 + Penalty 3221.497052 = -1918391.196956
  nChanged 4
		SP:Iteration 104Q (16735.900000 sec): 3 clusters
  Score: Raw -1921613.421080 + Penalty 3221.497052 = -1918391.924029
  nChanged 2
		SP:Iteration 105Q (16736.140000 sec): 3 clusters
  Score: Raw -1921613.961960 + Penalty 3221.497052 = -1918392.464908
  nChanged 4
		SP:Iteration 106Q (16736.490000 sec): 3 clusters
  Score: Raw -1921614.747074 + Penalty 3221.497052 = -1918393.250022
  nChanged 3
		SP:Iteration 107Q (16736.780000 sec): 3 clusters
  Score: Raw -1921615.117329 + Penalty 3221.497052 = -1918393.620277
  nChanged 0
		SP:Iteration 108F (16737.100000 sec): 3 clusters
  Score: Raw -1921615.117329 + Penalty 3221.497052 = -1918393.620277
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (11774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16737.260000 sec): 2 clusters
  Score: Raw -1109020.296918 + Penalty 1523.217961 = -1107497.078957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16737.470000 sec): 3 clusters
  Score: Raw -1102249.988938 + Penalty 3046.435922 = -1099203.553017
  nChanged 5164
		SP:Iteration 1F (16737.700000 sec): 3 clusters
  Score: Raw -1105141.192315 + Penalty 3046.435922 = -1102094.756394
  nChanged 739
		SP:Iteration 2F (16737.960000 sec): 3 clusters
  Score: Raw -1105486.291018 + Penalty 3046.435922 = -1102439.855096
  nChanged 647
		SP:Iteration 3F (16738.180000 sec): 3 clusters
  Score: Raw -1105803.867258 + Penalty 3046.435922 = -1102757.431336
  nChanged 612
		SP:Iteration 4F (16738.410000 sec): 3 clusters
  Score: Raw -1106127.758457 + Penalty 3046.435922 = -1103081.322536
  nChanged 608
		SP:Iteration 5F (16738.650000 sec): 3 clusters
  Score: Raw -1106468.772273 + Penalty 3046.435922 = -1103422.336351
  nChanged 609
		SP:Iteration 6F (16738.870000 sec): 3 clusters
  Score: Raw -1106846.434048 + Penalty 3046.435922 = -1103799.998126
  nChanged 594
		SP:Iteration 7F (16739.090000 sec): 3 clusters
  Score: Raw -1107254.581687 + Penalty 3046.435922 = -1104208.145766
  nChanged 577
		SP:Iteration 8Q (16739.290000 sec): 3 clusters
  Score: Raw -1107643.177807 + Penalty 3046.435922 = -1104596.741885
  nChanged 521
		SP:Iteration 9Q (16739.540000 sec): 3 clusters
  Score: Raw -1107943.472723 + Penalty 3046.435922 = -1104897.036801
  nChanged 439
		SP:Iteration 10Q (16739.820000 sec): 3 clusters
  Score: Raw -1108197.198191 + Penalty 3046.435922 = -1105150.762270
  nChanged 356
		SP:Iteration 11Q (16740.060000 sec): 3 clusters
  Score: Raw -1108363.879398 + Penalty 3046.435922 = -1105317.443477
  nChanged 274
		SP:Iteration 12Q (16740.320000 sec): 3 clusters
  Score: Raw -1108460.364775 + Penalty 3046.435922 = -1105413.928854
  nChanged 189
		SP:Iteration 13Q (16740.530000 sec): 3 clusters
  Score: Raw -1108509.983028 + Penalty 3046.435922 = -1105463.547107
  nChanged 131
		SP:Iteration 14Q (16740.770000 sec): 3 clusters
  Score: Raw -1108540.239382 + Penalty 3046.435922 = -1105493.803461
  nChanged 95
		SP:Iteration 15Q (16740.980000 sec): 3 clusters
  Score: Raw -1108558.183195 + Penalty 3046.435922 = -1105511.747274
  nChanged 65
		SP:Iteration 16Q (16741.240000 sec): 3 clusters
  Score: Raw -1108570.600958 + Penalty 3046.435922 = -1105524.165037
  nChanged 60
		SP:Iteration 17Q (16741.460000 sec): 3 clusters
  Score: Raw -1108579.685403 + Penalty 3046.435922 = -1105533.249482
  nChanged 45
		SP:Iteration 18Q (16741.700000 sec): 3 clusters
  Score: Raw -1108586.417370 + Penalty 3046.435922 = -1105539.981448
  nChanged 40
		SP:Iteration 19Q (16741.920000 sec): 3 clusters
  Score: Raw -1108592.812428 + Penalty 3046.435922 = -1105546.376507
  nChanged 41
		SP:Iteration 20F (16742.180000 sec): 3 clusters
  Score: Raw -1108598.772332 + Penalty 3046.435922 = -1105552.336410
  nChanged 36
		SP:Iteration 21Q (16742.410000 sec): 3 clusters
  Score: Raw -1108603.154549 + Penalty 3046.435922 = -1105556.718628
  nChanged 28
		SP:Iteration 22Q (16742.620000 sec): 3 clusters
  Score: Raw -1108607.578664 + Penalty 3046.435922 = -1105561.142742
  nChanged 26
		SP:Iteration 23Q (16742.880000 sec): 3 clusters
  Score: Raw -1108611.434380 + Penalty 3046.435922 = -1105564.998459
  nChanged 24
		SP:Iteration 24Q (16743.140000 sec): 3 clusters
  Score: Raw -1108614.714468 + Penalty 3046.435922 = -1105568.278546
  nChanged 22
		SP:Iteration 25Q (16743.360000 sec): 3 clusters
  Score: Raw -1108616.442405 + Penalty 3046.435922 = -1105570.006483
  nChanged 16
		SP:Iteration 26Q (16743.640000 sec): 3 clusters
  Score: Raw -1108617.839728 + Penalty 3046.435922 = -1105571.403807
  nChanged 13
		SP:Iteration 27Q (16743.830000 sec): 3 clusters
  Score: Raw -1108618.798796 + Penalty 3046.435922 = -1105572.362874
  nChanged 7
		SP:Iteration 28Q (16744.020000 sec): 3 clusters
  Score: Raw -1108619.271151 + Penalty 3046.435922 = -1105572.835229
  nChanged 6
		SP:Iteration 29Q (16744.300000 sec): 3 clusters
  Score: Raw -1108619.720169 + Penalty 3046.435922 = -1105573.284247
  nChanged 4
		SP:Iteration 30Q (16744.520000 sec): 3 clusters
  Score: Raw -1108620.002766 + Penalty 3046.435922 = -1105573.566845
  nChanged 2
		SP:Iteration 31Q (16744.760000 sec): 3 clusters
  Score: Raw -1108620.088643 + Penalty 3046.435922 = -1105573.652721
  nChanged 2
		SP:Iteration 32Q (16744.950000 sec): 3 clusters
  Score: Raw -1108620.274898 + Penalty 3046.435922 = -1105573.838976
  nChanged 2
		SP:Iteration 33Q (16745.270000 sec): 3 clusters
  Score: Raw -1108620.360102 + Penalty 3046.435922 = -1105573.924180
  nChanged 2
		SP:Iteration 34Q (16745.530000 sec): 3 clusters
  Score: Raw -1108620.493693 + Penalty 3046.435922 = -1105574.057772
  nChanged 1
		SP:Iteration 35Q (16745.750000 sec): 3 clusters
  Score: Raw -1108620.540868 + Penalty 3046.435922 = -1105574.104946
  nChanged 0
		SP:Iteration 36F (16745.990000 sec): 3 clusters
  Score: Raw -1108620.540868 + Penalty 3046.435922 = -1105574.104946
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16746.100000 sec): 2 clusters
  Score: Raw -150413.423932 + Penalty 1189.370400 = -149224.053533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16746.320000 sec): 3 clusters
  Score: Raw -149792.968605 + Penalty 2378.740799 = -147414.227806
  nChanged 483
		SP:Iteration 1F (16746.490000 sec): 3 clusters
  Score: Raw -150154.655406 + Penalty 2378.740799 = -147775.914607
  nChanged 119
		SP:Iteration 2F (16746.660000 sec): 3 clusters
  Score: Raw -150262.425386 + Penalty 2378.740799 = -147883.684586
  nChanged 62
		SP:Iteration 3Q (16746.880000 sec): 3 clusters
  Score: Raw -150310.701098 + Penalty 2378.740799 = -147931.960299
  nChanged 38
		SP:Iteration 4Q (16747.040000 sec): 3 clusters
  Score: Raw -150335.403160 + Penalty 2378.740799 = -147956.662361
  nChanged 28
		SP:Iteration 5Q (16747.280000 sec): 3 clusters
  Score: Raw -150352.173961 + Penalty 2378.740799 = -147973.433162
  nChanged 12
		SP:Iteration 6Q (16747.450000 sec): 3 clusters
  Score: Raw -150358.714191 + Penalty 2378.740799 = -147979.973391
  nChanged 12
		SP:Iteration 7Q (16747.670000 sec): 3 clusters
  Score: Raw -150369.543124 + Penalty 2378.740799 = -147990.802325
  nChanged 16
		SP:Iteration 8Q (16747.870000 sec): 3 clusters
  Score: Raw -150383.683564 + Penalty 2378.740799 = -148004.942765
  nChanged 17
		SP:Iteration 9Q (16748.080000 sec): 3 clusters
  Score: Raw -150397.390192 + Penalty 2378.740799 = -148018.649393
  nChanged 26
		SP:Iteration 10Q (16748.280000 sec): 3 clusters
  Score: Raw -150421.709608 + Penalty 2378.740799 = -148042.968809
  nChanged 18
		SP:Iteration 11Q (16748.490000 sec): 3 clusters
  Score: Raw -150441.974872 + Penalty 2378.740799 = -148063.234073
  nChanged 22
		SP:Iteration 12Q (16748.680000 sec): 3 clusters
  Score: Raw -150474.704836 + Penalty 2378.740799 = -148095.964037
  nChanged 25
		SP:Iteration 13Q (16748.850000 sec): 3 clusters
  Score: Raw -150503.151286 + Penalty 2378.740799 = -148124.410487
  nChanged 14
		SP:Iteration 14Q (16749.060000 sec): 3 clusters
  Score: Raw -150531.768816 + Penalty 2378.740799 = -148153.028017
  nChanged 27
		SP:Iteration 15Q (16749.290000 sec): 3 clusters
  Score: Raw -150559.183768 + Penalty 2378.740799 = -148180.442969
  nChanged 25
		SP:Iteration 16Q (16749.490000 sec): 3 clusters
  Score: Raw -150586.069756 + Penalty 2378.740799 = -148207.328957
  nChanged 31
		SP:Iteration 17Q (16749.670000 sec): 3 clusters
  Score: Raw -150608.006799 + Penalty 2378.740799 = -148229.266000
  nChanged 24
		SP:Iteration 18Q (16749.860000 sec): 3 clusters
  Score: Raw -150622.939859 + Penalty 2378.740799 = -148244.199060
  nChanged 17
		SP:Iteration 19Q (16750.020000 sec): 3 clusters
  Score: Raw -150635.609122 + Penalty 2378.740799 = -148256.868323
  nChanged 14
		SP:Iteration 20F (16750.230000 sec): 3 clusters
  Score: Raw -150647.658402 + Penalty 2378.740799 = -148268.917603
  nChanged 15
		SP:Iteration 21Q (16750.410000 sec): 3 clusters
  Score: Raw -150667.267473 + Penalty 2378.740799 = -148288.526674
  nChanged 20
		SP:Iteration 22Q (16750.640000 sec): 3 clusters
  Score: Raw -150691.486606 + Penalty 2378.740799 = -148312.745807
  nChanged 18
		SP:Iteration 23Q (16750.840000 sec): 3 clusters
  Score: Raw -150706.087486 + Penalty 2378.740799 = -148327.346687
  nChanged 23
		SP:Iteration 24Q (16750.970000 sec): 3 clusters
  Score: Raw -150727.790035 + Penalty 2378.740799 = -148349.049236
  nChanged 23
		SP:Iteration 25Q (16751.190000 sec): 3 clusters
  Score: Raw -150754.584791 + Penalty 2378.740799 = -148375.843992
  nChanged 21
		SP:Iteration 26Q (16751.380000 sec): 3 clusters
  Score: Raw -150770.866201 + Penalty 2378.740799 = -148392.125402
  nChanged 25
		SP:Iteration 27Q (16751.570000 sec): 3 clusters
  Score: Raw -150788.048056 + Penalty 2378.740799 = -148409.307257
  nChanged 21
		SP:Iteration 28Q (16751.730000 sec): 3 clusters
  Score: Raw -150803.082415 + Penalty 2378.740799 = -148424.341616
  nChanged 15
		SP:Iteration 29Q (16751.960000 sec): 3 clusters
  Score: Raw -150810.086984 + Penalty 2378.740799 = -148431.346185
  nChanged 14
		SP:Iteration 30Q (16752.180000 sec): 3 clusters
  Score: Raw -150817.323069 + Penalty 2378.740799 = -148438.582270
  nChanged 12
		SP:Iteration 31Q (16752.360000 sec): 3 clusters
  Score: Raw -150825.076707 + Penalty 2378.740799 = -148446.335908
  nChanged 14
		SP:Iteration 32Q (16752.580000 sec): 3 clusters
  Score: Raw -150833.485993 + Penalty 2378.740799 = -148454.745194
  nChanged 16
		SP:Iteration 33Q (16752.750000 sec): 3 clusters
  Score: Raw -150842.039750 + Penalty 2378.740799 = -148463.298951
  nChanged 12
		SP:Iteration 34Q (16752.970000 sec): 3 clusters
  Score: Raw -150848.072682 + Penalty 2378.740799 = -148469.331883
  nChanged 7
		SP:Iteration 35Q (16753.150000 sec): 3 clusters
  Score: Raw -150850.669379 + Penalty 2378.740799 = -148471.928580
  nChanged 4
		SP:Iteration 36Q (16753.350000 sec): 3 clusters
  Score: Raw -150852.908801 + Penalty 2378.740799 = -148474.168002
  nChanged 4
		SP:Iteration 37Q (16753.520000 sec): 3 clusters
  Score: Raw -150855.252265 + Penalty 2378.740799 = -148476.511466
  nChanged 7
		SP:Iteration 38Q (16753.720000 sec): 3 clusters
  Score: Raw -150859.196997 + Penalty 2378.740799 = -148480.456198
  nChanged 9
		SP:Iteration 39Q (16753.930000 sec): 3 clusters
  Score: Raw -150862.738393 + Penalty 2378.740799 = -148483.997594
  nChanged 9
		SP:Iteration 40F (16754.110000 sec): 3 clusters
  Score: Raw -150865.464351 + Penalty 2378.740799 = -148486.723552
  nChanged 6
		SP:Iteration 41Q (16754.310000 sec): 3 clusters
  Score: Raw -150867.766089 + Penalty 2378.740799 = -148489.025290
  nChanged 5
		SP:Iteration 42Q (16754.510000 sec): 3 clusters
  Score: Raw -150869.676332 + Penalty 2378.740799 = -148490.935533
  nChanged 5
		SP:Iteration 43Q (16754.730000 sec): 3 clusters
  Score: Raw -150871.408743 + Penalty 2378.740799 = -148492.667944
  nChanged 4
		SP:Iteration 44Q (16754.910000 sec): 3 clusters
  Score: Raw -150873.059352 + Penalty 2378.740799 = -148494.318553
  nChanged 4
		SP:Iteration 45Q (16755.090000 sec): 3 clusters
  Score: Raw -150874.718078 + Penalty 2378.740799 = -148495.977279
  nChanged 4
		SP:Iteration 46Q (16755.310000 sec): 3 clusters
  Score: Raw -150875.941342 + Penalty 2378.740799 = -148497.200543
  nChanged 1
		SP:Iteration 47Q (16755.450000 sec): 3 clusters
  Score: Raw -150876.179032 + Penalty 2378.740799 = -148497.438233
  nChanged 1
		SP:Iteration 48Q (16755.600000 sec): 3 clusters
  Score: Raw -150877.083505 + Penalty 2378.740799 = -148498.342706
  nChanged 2
		SP:Iteration 49Q (16755.790000 sec): 3 clusters
  Score: Raw -150877.857181 + Penalty 2378.740799 = -148499.116382
  nChanged 0
		SP:Iteration 50F (16755.980000 sec): 3 clusters
  Score: Raw -150877.857181 + Penalty 2378.740799 = -148499.116382
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (11345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16756.120000 sec): 2 clusters
  Score: Raw -1173377.613703 + Penalty 1517.186515 = -1171860.427189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16756.380000 sec): 3 clusters
  Score: Raw -1166836.044327 + Penalty 3034.373029 = -1163801.671298
  nChanged 4946
		SP:Iteration 1F (16756.610000 sec): 3 clusters
  Score: Raw -1169447.819307 + Penalty 3034.373029 = -1166413.446278
  nChanged 728
		SP:Iteration 2F (16756.780000 sec): 3 clusters
  Score: Raw -1169772.675208 + Penalty 3034.373029 = -1166738.302179
  nChanged 612
		SP:Iteration 3F (16757.040000 sec): 3 clusters
  Score: Raw -1170077.091192 + Penalty 3034.373029 = -1167042.718163
  nChanged 561
		SP:Iteration 4Q (16757.250000 sec): 3 clusters
  Score: Raw -1170343.648574 + Penalty 3034.373029 = -1167309.275545
  nChanged 524
		SP:Iteration 5Q (16757.470000 sec): 3 clusters
  Score: Raw -1170593.878809 + Penalty 3034.373029 = -1167559.505779
  nChanged 519
		SP:Iteration 6Q (16757.680000 sec): 3 clusters
  Score: Raw -1170852.319579 + Penalty 3034.373029 = -1167817.946550
  nChanged 547
		SP:Iteration 7Q (16757.950000 sec): 3 clusters
  Score: Raw -1171146.350961 + Penalty 3034.373029 = -1168111.977932
  nChanged 614
		SP:Iteration 8F (16758.220000 sec): 3 clusters
  Score: Raw -1171532.103484 + Penalty 3034.373029 = -1168497.730455
  nChanged 683
		SP:Iteration 9F (16758.440000 sec): 3 clusters
  Score: Raw -1171989.429335 + Penalty 3034.373029 = -1168955.056305
  nChanged 649
		SP:Iteration 10F (16758.650000 sec): 3 clusters
  Score: Raw -1172444.225589 + Penalty 3034.373029 = -1169409.852560
  nChanged 567
		SP:Iteration 11Q (16758.910000 sec): 3 clusters
  Score: Raw -1172831.262627 + Penalty 3034.373029 = -1169796.889598
  nChanged 457
		SP:Iteration 12Q (16759.160000 sec): 3 clusters
  Score: Raw -1173150.719046 + Penalty 3034.373029 = -1170116.346017
  nChanged 358
		SP:Iteration 13Q (16759.400000 sec): 3 clusters
  Score: Raw -1173418.523434 + Penalty 3034.373029 = -1170384.150405
  nChanged 315
		SP:Iteration 14Q (16759.630000 sec): 3 clusters
  Score: Raw -1173707.225772 + Penalty 3034.373029 = -1170672.852743
  nChanged 213
		SP:Iteration 15Q (16759.860000 sec): 3 clusters
  Score: Raw -1173934.911202 + Penalty 3034.373029 = -1170900.538173
  nChanged 170
		SP:Iteration 16Q (16760.050000 sec): 3 clusters
  Score: Raw -1174098.269380 + Penalty 3034.373029 = -1171063.896351
  nChanged 99
		SP:Iteration 17Q (16760.320000 sec): 3 clusters
  Score: Raw -1174168.877644 + Penalty 3034.373029 = -1171134.504615
  nChanged 72
		SP:Iteration 18Q (16760.530000 sec): 3 clusters
  Score: Raw -1174213.997633 + Penalty 3034.373029 = -1171179.624604
  nChanged 48
		SP:Iteration 19Q (16760.750000 sec): 3 clusters
  Score: Raw -1174244.246499 + Penalty 3034.373029 = -1171209.873470
  nChanged 42
		SP:Iteration 20F (16761.020000 sec): 3 clusters
  Score: Raw -1174268.815885 + Penalty 3034.373029 = -1171234.442856
  nChanged 35
		SP:Iteration 21Q (16761.250000 sec): 3 clusters
  Score: Raw -1174283.788963 + Penalty 3034.373029 = -1171249.415934
  nChanged 30
		SP:Iteration 22Q (16761.430000 sec): 3 clusters
  Score: Raw -1174297.825067 + Penalty 3034.373029 = -1171263.452038
  nChanged 20
		SP:Iteration 23Q (16761.660000 sec): 3 clusters
  Score: Raw -1174307.264975 + Penalty 3034.373029 = -1171272.891946
  nChanged 20
		SP:Iteration 24Q (16761.860000 sec): 3 clusters
  Score: Raw -1174316.311054 + Penalty 3034.373029 = -1171281.938024
  nChanged 13
		SP:Iteration 25Q (16762.180000 sec): 3 clusters
  Score: Raw -1174321.801956 + Penalty 3034.373029 = -1171287.428927
  nChanged 11
		SP:Iteration 26Q (16762.370000 sec): 3 clusters
  Score: Raw -1174325.051819 + Penalty 3034.373029 = -1171290.678790
  nChanged 1
		SP:Iteration 27Q (16762.600000 sec): 3 clusters
  Score: Raw -1174325.124629 + Penalty 3034.373029 = -1171290.751600
  nChanged 0
		SP:Iteration 28F (16762.850000 sec): 3 clusters
  Score: Raw -1174325.124629 + Penalty 3034.373029 = -1171290.751600
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16763.030000 sec): 2 clusters
  Score: Raw -645857.404245 + Penalty 1419.548966 = -644437.855279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16763.230000 sec): 3 clusters
  Score: Raw -642552.327080 + Penalty 2839.097932 = -639713.229148
  nChanged 2528
		SP:Iteration 1F (16763.450000 sec): 3 clusters
  Score: Raw -643985.715364 + Penalty 2839.097932 = -641146.617432
  nChanged 412
		SP:Iteration 2F (16763.650000 sec): 3 clusters
  Score: Raw -644199.285155 + Penalty 2839.097932 = -641360.187223
  nChanged 343
		SP:Iteration 3F (16763.860000 sec): 3 clusters
  Score: Raw -644339.492886 + Penalty 2839.097932 = -641500.394954
  nChanged 236
		SP:Iteration 4Q (16764.060000 sec): 3 clusters
  Score: Raw -644445.296597 + Penalty 2839.097932 = -641606.198665
  nChanged 191
		SP:Iteration 5Q (16764.280000 sec): 3 clusters
  Score: Raw -644521.862524 + Penalty 2839.097932 = -641682.764592
  nChanged 179
		SP:Iteration 6Q (16764.520000 sec): 3 clusters
  Score: Raw -644586.277454 + Penalty 2839.097932 = -641747.179522
  nChanged 171
		SP:Iteration 7Q (16764.780000 sec): 3 clusters
  Score: Raw -644656.825076 + Penalty 2839.097932 = -641817.727144
  nChanged 142
		SP:Iteration 8Q (16764.990000 sec): 3 clusters
  Score: Raw -644710.066486 + Penalty 2839.097932 = -641870.968554
  nChanged 135
		SP:Iteration 9Q (16765.190000 sec): 3 clusters
  Score: Raw -644751.407649 + Penalty 2839.097932 = -641912.309717
  nChanged 98
		SP:Iteration 10Q (16765.400000 sec): 3 clusters
  Score: Raw -644782.662431 + Penalty 2839.097932 = -641943.564499
  nChanged 99
		SP:Iteration 11Q (16765.630000 sec): 3 clusters
  Score: Raw -644812.167155 + Penalty 2839.097932 = -641973.069223
  nChanged 88
		SP:Iteration 12Q (16765.860000 sec): 3 clusters
  Score: Raw -644836.064586 + Penalty 2839.097932 = -641996.966654
  nChanged 69
		SP:Iteration 13Q (16766.050000 sec): 3 clusters
  Score: Raw -644855.826492 + Penalty 2839.097932 = -642016.728560
  nChanged 73
		SP:Iteration 14Q (16766.250000 sec): 3 clusters
  Score: Raw -644876.932331 + Penalty 2839.097932 = -642037.834399
  nChanged 68
		SP:Iteration 15Q (16766.440000 sec): 3 clusters
  Score: Raw -644894.404887 + Penalty 2839.097932 = -642055.306955
  nChanged 60
		SP:Iteration 16Q (16766.610000 sec): 3 clusters
  Score: Raw -644911.883669 + Penalty 2839.097932 = -642072.785737
  nChanged 68
		SP:Iteration 17Q (16766.860000 sec): 3 clusters
  Score: Raw -644933.255695 + Penalty 2839.097932 = -642094.157764
  nChanged 71
		SP:Iteration 18Q (16767.070000 sec): 3 clusters
  Score: Raw -644956.240962 + Penalty 2839.097932 = -642117.143030
  nChanged 69
		SP:Iteration 19Q (16767.300000 sec): 3 clusters
  Score: Raw -644977.346843 + Penalty 2839.097932 = -642138.248911
  nChanged 70
		SP:Iteration 20F (16767.510000 sec): 3 clusters
  Score: Raw -645001.493062 + Penalty 2839.097932 = -642162.395130
  nChanged 90
		SP:Iteration 21Q (16767.720000 sec): 3 clusters
  Score: Raw -645031.607045 + Penalty 2839.097932 = -642192.509113
  nChanged 82
		SP:Iteration 22Q (16768.000000 sec): 3 clusters
  Score: Raw -645059.510209 + Penalty 2839.097932 = -642220.412277
  nChanged 93
		SP:Iteration 23Q (16768.180000 sec): 3 clusters
  Score: Raw -645092.185351 + Penalty 2839.097932 = -642253.087419
  nChanged 105
		SP:Iteration 24Q (16768.390000 sec): 3 clusters
  Score: Raw -645128.787761 + Penalty 2839.097932 = -642289.689829
  nChanged 98
		SP:Iteration 25Q (16768.620000 sec): 3 clusters
  Score: Raw -645172.729635 + Penalty 2839.097932 = -642333.631703
  nChanged 107
		SP:Iteration 26Q (16768.820000 sec): 3 clusters
  Score: Raw -645214.930509 + Penalty 2839.097932 = -642375.832577
  nChanged 92
		SP:Iteration 27Q (16769.040000 sec): 3 clusters
  Score: Raw -645255.336347 + Penalty 2839.097932 = -642416.238415
  nChanged 110
		SP:Iteration 28Q (16769.200000 sec): 3 clusters
  Score: Raw -645310.553301 + Penalty 2839.097932 = -642471.455369
  nChanged 119
		SP:Iteration 29Q (16769.390000 sec): 3 clusters
  Score: Raw -645367.320631 + Penalty 2839.097932 = -642528.222699
  nChanged 118
		SP:Iteration 30Q (16769.620000 sec): 3 clusters
  Score: Raw -645420.137774 + Penalty 2839.097932 = -642581.039842
  nChanged 101
		SP:Iteration 31Q (16769.860000 sec): 3 clusters
  Score: Raw -645459.984415 + Penalty 2839.097932 = -642620.886483
  nChanged 72
		SP:Iteration 32Q (16770.070000 sec): 3 clusters
  Score: Raw -645484.291961 + Penalty 2839.097932 = -642645.194029
  nChanged 61
		SP:Iteration 33Q (16770.280000 sec): 3 clusters
  Score: Raw -645502.249344 + Penalty 2839.097932 = -642663.151412
  nChanged 54
		SP:Iteration 34Q (16770.490000 sec): 3 clusters
  Score: Raw -645517.191141 + Penalty 2839.097932 = -642678.093209
  nChanged 42
		SP:Iteration 35Q (16770.710000 sec): 3 clusters
  Score: Raw -645535.297441 + Penalty 2839.097932 = -642696.199509
  nChanged 45
		SP:Iteration 36Q (16770.930000 sec): 3 clusters
  Score: Raw -645552.211186 + Penalty 2839.097932 = -642713.113254
  nChanged 56
		SP:Iteration 37Q (16771.160000 sec): 3 clusters
  Score: Raw -645572.985530 + Penalty 2839.097932 = -642733.887598
  nChanged 47
		SP:Iteration 38Q (16771.380000 sec): 3 clusters
  Score: Raw -645591.071583 + Penalty 2839.097932 = -642751.973651
  nChanged 47
		SP:Iteration 39Q (16771.580000 sec): 3 clusters
  Score: Raw -645608.449478 + Penalty 2839.097932 = -642769.351546
  nChanged 44
		SP:Iteration 40F (16771.820000 sec): 3 clusters
  Score: Raw -645621.952530 + Penalty 2839.097932 = -642782.854598
  nChanged 36
		SP:Iteration 41Q (16772.000000 sec): 3 clusters
  Score: Raw -645630.645381 + Penalty 2839.097932 = -642791.547449
  nChanged 26
		SP:Iteration 42Q (16772.220000 sec): 3 clusters
  Score: Raw -645637.472122 + Penalty 2839.097932 = -642798.374190
  nChanged 28
		SP:Iteration 43Q (16772.420000 sec): 3 clusters
  Score: Raw -645647.993840 + Penalty 2839.097932 = -642808.895908
  nChanged 33
		SP:Iteration 44Q (16772.660000 sec): 3 clusters
  Score: Raw -645657.083512 + Penalty 2839.097932 = -642817.985581
  nChanged 25
		SP:Iteration 45Q (16772.900000 sec): 3 clusters
  Score: Raw -645663.814774 + Penalty 2839.097932 = -642824.716842
  nChanged 24
		SP:Iteration 46Q (16773.100000 sec): 3 clusters
  Score: Raw -645669.367838 + Penalty 2839.097932 = -642830.269906
  nChanged 25
		SP:Iteration 47Q (16773.280000 sec): 3 clusters
  Score: Raw -645675.307041 + Penalty 2839.097932 = -642836.209109
  nChanged 25
		SP:Iteration 48Q (16773.500000 sec): 3 clusters
  Score: Raw -645682.628624 + Penalty 2839.097932 = -642843.530692
  nChanged 33
		SP:Iteration 49Q (16773.700000 sec): 3 clusters
  Score: Raw -645693.798409 + Penalty 2839.097932 = -642854.700477
  nChanged 29
		SP:Iteration 50Q (16773.960000 sec): 3 clusters
  Score: Raw -645703.784276 + Penalty 2839.097932 = -642864.686344
  nChanged 26
		SP:Iteration 51Q (16774.160000 sec): 3 clusters
  Score: Raw -645711.111798 + Penalty 2839.097932 = -642872.013866
  nChanged 20
		SP:Iteration 52Q (16774.400000 sec): 3 clusters
  Score: Raw -645718.339441 + Penalty 2839.097932 = -642879.241509
  nChanged 32
		SP:Iteration 53Q (16774.620000 sec): 3 clusters
  Score: Raw -645730.990804 + Penalty 2839.097932 = -642891.892872
  nChanged 27
		SP:Iteration 54Q (16774.920000 sec): 3 clusters
  Score: Raw -645738.698182 + Penalty 2839.097932 = -642899.600250
  nChanged 25
		SP:Iteration 55Q (16775.150000 sec): 3 clusters
  Score: Raw -645743.910506 + Penalty 2839.097932 = -642904.812574
  nChanged 21
		SP:Iteration 56Q (16775.370000 sec): 3 clusters
  Score: Raw -645749.270857 + Penalty 2839.097932 = -642910.172925
  nChanged 22
		SP:Iteration 57Q (16775.560000 sec): 3 clusters
  Score: Raw -645753.663161 + Penalty 2839.097932 = -642914.565229
  nChanged 11
		SP:Iteration 58Q (16775.780000 sec): 3 clusters
  Score: Raw -645756.856764 + Penalty 2839.097932 = -642917.758832
  nChanged 9
		SP:Iteration 59Q (16775.980000 sec): 3 clusters
  Score: Raw -645759.563940 + Penalty 2839.097932 = -642920.466008
  nChanged 10
		SP:Iteration 60F (16776.220000 sec): 3 clusters
  Score: Raw -645761.312314 + Penalty 2839.097932 = -642922.214382
  nChanged 9
		SP:Iteration 61Q (16776.500000 sec): 3 clusters
  Score: Raw -645763.773461 + Penalty 2839.097932 = -642924.675529
  nChanged 11
		SP:Iteration 62Q (16776.670000 sec): 3 clusters
  Score: Raw -645766.455163 + Penalty 2839.097932 = -642927.357231
  nChanged 7
		SP:Iteration 63Q (16776.850000 sec): 3 clusters
  Score: Raw -645768.096990 + Penalty 2839.097932 = -642928.999058
  nChanged 9
		SP:Iteration 64Q (16777.080000 sec): 3 clusters
  Score: Raw -645770.667416 + Penalty 2839.097932 = -642931.569484
  nChanged 12
		SP:Iteration 65Q (16777.300000 sec): 3 clusters
  Score: Raw -645772.772099 + Penalty 2839.097932 = -642933.674167
  nChanged 7
		SP:Iteration 66Q (16777.500000 sec): 3 clusters
  Score: Raw -645774.015686 + Penalty 2839.097932 = -642934.917754
  nChanged 10
		SP:Iteration 67Q (16777.720000 sec): 3 clusters
  Score: Raw -645776.798062 + Penalty 2839.097932 = -642937.700130
  nChanged 11
		SP:Iteration 68Q (16777.910000 sec): 3 clusters
  Score: Raw -645779.116362 + Penalty 2839.097932 = -642940.018430
  nChanged 9
		SP:Iteration 69Q (16778.110000 sec): 3 clusters
  Score: Raw -645781.134552 + Penalty 2839.097932 = -642942.036620
  nChanged 8
		SP:Iteration 70Q (16778.290000 sec): 3 clusters
  Score: Raw -645782.906239 + Penalty 2839.097932 = -642943.808307
  nChanged 7
		SP:Iteration 71Q (16778.480000 sec): 3 clusters
  Score: Raw -645784.743824 + Penalty 2839.097932 = -642945.645892
  nChanged 6
		SP:Iteration 72Q (16778.630000 sec): 3 clusters
  Score: Raw -645786.049602 + Penalty 2839.097932 = -642946.951670
  nChanged 4
		SP:Iteration 73Q (16778.840000 sec): 3 clusters
  Score: Raw -645786.813754 + Penalty 2839.097932 = -642947.715822
  nChanged 3
		SP:Iteration 74Q (16778.990000 sec): 3 clusters
  Score: Raw -645787.229412 + Penalty 2839.097932 = -642948.131480
  nChanged 3
		SP:Iteration 75Q (16779.240000 sec): 3 clusters
  Score: Raw -645788.120052 + Penalty 2839.097932 = -642949.022120
  nChanged 3
		SP:Iteration 76Q (16779.420000 sec): 3 clusters
  Score: Raw -645788.353883 + Penalty 2839.097932 = -642949.255951
  nChanged 1
		SP:Iteration 77Q (16779.690000 sec): 3 clusters
  Score: Raw -645788.400762 + Penalty 2839.097932 = -642949.302830
  nChanged 1
		SP:Iteration 78Q (16779.890000 sec): 3 clusters
  Score: Raw -645788.468992 + Penalty 2839.097932 = -642949.371060
  nChanged 1
		SP:Iteration 79Q (16780.090000 sec): 3 clusters
  Score: Raw -645788.551921 + Penalty 2839.097932 = -642949.453989
  nChanged 0
		SP:Iteration 80F (16780.310000 sec): 3 clusters
  Score: Raw -645788.551921 + Penalty 2839.097932 = -642949.453989
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16780.430000 sec): 2 clusters
  Score: Raw -179073.811008 + Penalty 1208.546035 = -177865.264973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16780.640000 sec): 3 clusters
  Score: Raw -178350.142117 + Penalty 2417.092069 = -175933.050048
  nChanged 570
		SP:Iteration 1F (16780.850000 sec): 3 clusters
  Score: Raw -178717.059418 + Penalty 2417.092069 = -176299.967349
  nChanged 144
		SP:Iteration 2F (16781.000000 sec): 3 clusters
  Score: Raw -178836.046943 + Penalty 2417.092069 = -176418.954874
  nChanged 76
		SP:Iteration 3Q (16781.200000 sec): 3 clusters
  Score: Raw -178884.272649 + Penalty 2417.092069 = -176467.180579
  nChanged 52
		SP:Iteration 4Q (16781.370000 sec): 3 clusters
  Score: Raw -178909.565103 + Penalty 2417.092069 = -176492.473033
  nChanged 23
		SP:Iteration 5Q (16781.570000 sec): 3 clusters
  Score: Raw -178921.358348 + Penalty 2417.092069 = -176504.266279
  nChanged 21
		SP:Iteration 6Q (16781.740000 sec): 3 clusters
  Score: Raw -178931.614697 + Penalty 2417.092069 = -176514.522628
  nChanged 11
		SP:Iteration 7Q (16781.930000 sec): 3 clusters
  Score: Raw -178938.573656 + Penalty 2417.092069 = -176521.481587
  nChanged 10
		SP:Iteration 8Q (16782.130000 sec): 3 clusters
  Score: Raw -178945.639819 + Penalty 2417.092069 = -176528.547750
  nChanged 9
		SP:Iteration 9Q (16782.320000 sec): 3 clusters
  Score: Raw -178950.000517 + Penalty 2417.092069 = -176532.908448
  nChanged 12
		SP:Iteration 10Q (16782.530000 sec): 3 clusters
  Score: Raw -178953.656097 + Penalty 2417.092069 = -176536.564027
  nChanged 4
		SP:Iteration 11Q (16782.740000 sec): 3 clusters
  Score: Raw -178955.688398 + Penalty 2417.092069 = -176538.596329
  nChanged 3
		SP:Iteration 12Q (16782.920000 sec): 3 clusters
  Score: Raw -178956.725895 + Penalty 2417.092069 = -176539.633826
  nChanged 1
		SP:Iteration 13Q (16783.170000 sec): 3 clusters
  Score: Raw -178957.103215 + Penalty 2417.092069 = -176540.011146
  nChanged 1
		SP:Iteration 14Q (16783.400000 sec): 3 clusters
  Score: Raw -178957.488061 + Penalty 2417.092069 = -176540.395992
  nChanged 2
		SP:Iteration 15Q (16783.610000 sec): 3 clusters
  Score: Raw -178958.108276 + Penalty 2417.092069 = -176541.016207
  nChanged 2
		SP:Iteration 16Q (16783.790000 sec): 3 clusters
  Score: Raw -178959.189900 + Penalty 2417.092069 = -176542.097831
  nChanged 4
		SP:Iteration 17Q (16784.030000 sec): 3 clusters
  Score: Raw -178960.633805 + Penalty 2417.092069 = -176543.541736
  nChanged 3
		SP:Iteration 18Q (16784.250000 sec): 3 clusters
  Score: Raw -178961.384997 + Penalty 2417.092069 = -176544.292928
  nChanged 1
		SP:Iteration 19Q (16784.430000 sec): 3 clusters
  Score: Raw -178961.578063 + Penalty 2417.092069 = -176544.485994
  nChanged 1
		SP:Iteration 20F (16784.640000 sec): 3 clusters
  Score: Raw -178962.115228 + Penalty 2417.092069 = -176545.023158
  nChanged 2
		SP:Iteration 21Q (16784.830000 sec): 3 clusters
  Score: Raw -178962.732484 + Penalty 2417.092069 = -176545.640415
  nChanged 1
		SP:Iteration 22Q (16784.980000 sec): 3 clusters
  Score: Raw -178963.073648 + Penalty 2417.092069 = -176545.981579
  nChanged 0
		SP:Iteration 23F (16785.180000 sec): 3 clusters
  Score: Raw -178963.073648 + Penalty 2417.092069 = -176545.981579
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16785.320000 sec): 2 clusters
  Score: Raw -618270.046828 + Penalty 1419.235209 = -616850.811619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16785.500000 sec): 3 clusters
  Score: Raw -614924.508728 + Penalty 2838.470418 = -612086.038311
  nChanged 2586
		SP:Iteration 1F (16785.720000 sec): 3 clusters
  Score: Raw -616359.435555 + Penalty 2838.470418 = -613520.965137
  nChanged 445
		SP:Iteration 2F (16785.940000 sec): 3 clusters
  Score: Raw -616605.364160 + Penalty 2838.470418 = -613766.893742
  nChanged 369
		SP:Iteration 3F (16786.160000 sec): 3 clusters
  Score: Raw -616838.917241 + Penalty 2838.470418 = -614000.446823
  nChanged 374
		SP:Iteration 4F (16786.350000 sec): 3 clusters
  Score: Raw -617098.607350 + Penalty 2838.470418 = -614260.136932
  nChanged 381
		SP:Iteration 5F (16786.550000 sec): 3 clusters
  Score: Raw -617381.874471 + Penalty 2838.470418 = -614543.404053
  nChanged 412
		SP:Iteration 6F (16786.770000 sec): 3 clusters
  Score: Raw -617679.898678 + Penalty 2838.470418 = -614841.428261
  nChanged 363
		SP:Iteration 7F (16786.980000 sec): 3 clusters
  Score: Raw -617943.107766 + Penalty 2838.470418 = -615104.637349
  nChanged 316
		SP:Iteration 8F (16787.180000 sec): 3 clusters
  Score: Raw -618164.314193 + Penalty 2838.470418 = -615325.843775
  nChanged 272
		SP:Iteration 9Q (16787.430000 sec): 3 clusters
  Score: Raw -618370.699365 + Penalty 2838.470418 = -615532.228948
  nChanged 216
		SP:Iteration 10Q (16787.640000 sec): 3 clusters
  Score: Raw -618535.190215 + Penalty 2838.470418 = -615696.719797
  nChanged 177
		SP:Iteration 11Q (16787.840000 sec): 3 clusters
  Score: Raw -618669.963894 + Penalty 2838.470418 = -615831.493477
  nChanged 144
		SP:Iteration 12Q (16788.030000 sec): 3 clusters
  Score: Raw -618759.934671 + Penalty 2838.470418 = -615921.464254
  nChanged 105
		SP:Iteration 13Q (16788.230000 sec): 3 clusters
  Score: Raw -618815.979593 + Penalty 2838.470418 = -615977.509175
  nChanged 80
		SP:Iteration 14Q (16788.400000 sec): 3 clusters
  Score: Raw -618857.000282 + Penalty 2838.470418 = -616018.529865
  nChanged 57
		SP:Iteration 15Q (16788.600000 sec): 3 clusters
  Score: Raw -618883.221712 + Penalty 2838.470418 = -616044.751294
  nChanged 44
		SP:Iteration 16Q (16788.800000 sec): 3 clusters
  Score: Raw -618900.520406 + Penalty 2838.470418 = -616062.049988
  nChanged 36
		SP:Iteration 17Q (16788.980000 sec): 3 clusters
  Score: Raw -618916.861150 + Penalty 2838.470418 = -616078.390733
  nChanged 30
		SP:Iteration 18Q (16789.200000 sec): 3 clusters
  Score: Raw -618929.386150 + Penalty 2838.470418 = -616090.915732
  nChanged 23
		SP:Iteration 19Q (16789.410000 sec): 3 clusters
  Score: Raw -618940.296444 + Penalty 2838.470418 = -616101.826026
  nChanged 27
		SP:Iteration 20F (16789.640000 sec): 3 clusters
  Score: Raw -618952.702822 + Penalty 2838.470418 = -616114.232404
  nChanged 20
		SP:Iteration 21Q (16789.830000 sec): 3 clusters
  Score: Raw -618960.978279 + Penalty 2838.470418 = -616122.507861
  nChanged 23
		SP:Iteration 22Q (16790.040000 sec): 3 clusters
  Score: Raw -618969.652783 + Penalty 2838.470418 = -616131.182365
  nChanged 17
		SP:Iteration 23Q (16790.230000 sec): 3 clusters
  Score: Raw -618977.855662 + Penalty 2838.470418 = -616139.385244
  nChanged 10
		SP:Iteration 24Q (16790.460000 sec): 3 clusters
  Score: Raw -618981.782943 + Penalty 2838.470418 = -616143.312525
  nChanged 9
		SP:Iteration 25Q (16790.680000 sec): 3 clusters
  Score: Raw -618984.467446 + Penalty 2838.470418 = -616145.997028
  nChanged 10
		SP:Iteration 26Q (16790.910000 sec): 3 clusters
  Score: Raw -618988.762090 + Penalty 2838.470418 = -616150.291672
  nChanged 9
		SP:Iteration 27Q (16791.080000 sec): 3 clusters
  Score: Raw -618992.030820 + Penalty 2838.470418 = -616153.560402
  nChanged 7
		SP:Iteration 28Q (16791.300000 sec): 3 clusters
  Score: Raw -618994.247748 + Penalty 2838.470418 = -616155.777331
  nChanged 5
		SP:Iteration 29Q (16791.530000 sec): 3 clusters
  Score: Raw -618996.641547 + Penalty 2838.470418 = -616158.171130
  nChanged 8
		SP:Iteration 30Q (16791.760000 sec): 3 clusters
  Score: Raw -618999.970810 + Penalty 2838.470418 = -616161.500392
  nChanged 3
		SP:Iteration 31Q (16791.960000 sec): 3 clusters
  Score: Raw -619001.468768 + Penalty 2838.470418 = -616162.998351
  nChanged 4
		SP:Iteration 32Q (16792.160000 sec): 3 clusters
  Score: Raw -619002.501478 + Penalty 2838.470418 = -616164.031061
  nChanged 1
		SP:Iteration 33Q (16792.340000 sec): 3 clusters
  Score: Raw -619002.766232 + Penalty 2838.470418 = -616164.295814
  nChanged 0
		SP:Iteration 34F (16792.530000 sec): 3 clusters
  Score: Raw -619002.766232 + Penalty 2838.470418 = -616164.295814
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (23226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16792.760000 sec): 2 clusters
  Score: Raw -2356995.901708 + Penalty 1633.616988 = -2355362.284719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16792.980000 sec): 3 clusters
  Score: Raw -2342933.288740 + Penalty 3267.233976 = -2339666.054763
  nChanged 10578
		SP:Iteration 1F (16793.260000 sec): 3 clusters
  Score: Raw -2348958.727627 + Penalty 3267.233976 = -2345691.493651
  nChanged 1364
		SP:Iteration 2F (16793.510000 sec): 3 clusters
  Score: Raw -2349542.708065 + Penalty 3267.233976 = -2346275.474088
  nChanged 1368
		SP:Iteration 3F (16793.800000 sec): 3 clusters
  Score: Raw -2350191.723645 + Penalty 3267.233976 = -2346924.489669
  nChanged 1415
		SP:Iteration 4F (16794.060000 sec): 3 clusters
  Score: Raw -2351010.046722 + Penalty 3267.233976 = -2347742.812746
  nChanged 1519
		SP:Iteration 5F (16794.300000 sec): 3 clusters
  Score: Raw -2351888.329810 + Penalty 3267.233976 = -2348621.095833
  nChanged 1407
		SP:Iteration 6F (16794.610000 sec): 3 clusters
  Score: Raw -2352678.283407 + Penalty 3267.233976 = -2349411.049430
  nChanged 1296
		SP:Iteration 7F (16794.830000 sec): 3 clusters
  Score: Raw -2353440.996221 + Penalty 3267.233976 = -2350173.762244
  nChanged 1137
		SP:Iteration 8Q (16795.110000 sec): 3 clusters
  Score: Raw -2354089.922471 + Penalty 3267.233976 = -2350822.688494
  nChanged 996
		SP:Iteration 9Q (16795.420000 sec): 3 clusters
  Score: Raw -2354700.618030 + Penalty 3267.233976 = -2351433.384054
  nChanged 860
		SP:Iteration 10Q (16795.680000 sec): 3 clusters
  Score: Raw -2355248.696792 + Penalty 3267.233976 = -2351981.462815
  nChanged 792
		SP:Iteration 11Q (16795.980000 sec): 3 clusters
  Score: Raw -2355747.308850 + Penalty 3267.233976 = -2352480.074873
  nChanged 622
		SP:Iteration 12Q (16796.240000 sec): 3 clusters
  Score: Raw -2356144.858530 + Penalty 3267.233976 = -2352877.624553
  nChanged 516
		SP:Iteration 13Q (16796.490000 sec): 3 clusters
  Score: Raw -2356478.220126 + Penalty 3267.233976 = -2353210.986150
  nChanged 396
		SP:Iteration 14Q (16796.750000 sec): 3 clusters
  Score: Raw -2356716.255735 + Penalty 3267.233976 = -2353449.021759
  nChanged 279
		SP:Iteration 15Q (16797.000000 sec): 3 clusters
  Score: Raw -2356887.873949 + Penalty 3267.233976 = -2353620.639972
  nChanged 194
		SP:Iteration 16Q (16797.270000 sec): 3 clusters
  Score: Raw -2357026.373107 + Penalty 3267.233976 = -2353759.139130
  nChanged 150
		SP:Iteration 17Q (16797.540000 sec): 3 clusters
  Score: Raw -2357124.976043 + Penalty 3267.233976 = -2353857.742067
  nChanged 104
		SP:Iteration 18Q (16797.810000 sec): 3 clusters
  Score: Raw -2357195.417000 + Penalty 3267.233976 = -2353928.183024
  nChanged 73
		SP:Iteration 19Q (16798.050000 sec): 3 clusters
  Score: Raw -2357249.216837 + Penalty 3267.233976 = -2353981.982861
  nChanged 54
		SP:Iteration 20F (16798.350000 sec): 3 clusters
  Score: Raw -2357283.237454 + Penalty 3267.233976 = -2354016.003478
  nChanged 41
		SP:Iteration 21Q (16798.580000 sec): 3 clusters
  Score: Raw -2357305.413787 + Penalty 3267.233976 = -2354038.179811
  nChanged 26
		SP:Iteration 22Q (16798.880000 sec): 3 clusters
  Score: Raw -2357318.141353 + Penalty 3267.233976 = -2354050.907377
  nChanged 17
		SP:Iteration 23Q (16799.140000 sec): 3 clusters
  Score: Raw -2357327.421805 + Penalty 3267.233976 = -2354060.187828
  nChanged 11
		SP:Iteration 24Q (16799.380000 sec): 3 clusters
  Score: Raw -2357334.797036 + Penalty 3267.233976 = -2354067.563059
  nChanged 11
		SP:Iteration 25Q (16799.670000 sec): 3 clusters
  Score: Raw -2357340.799714 + Penalty 3267.233976 = -2354073.565738
  nChanged 10
		SP:Iteration 26Q (16799.980000 sec): 3 clusters
  Score: Raw -2357348.123729 + Penalty 3267.233976 = -2354080.889752
  nChanged 14
		SP:Iteration 27Q (16800.270000 sec): 3 clusters
  Score: Raw -2357356.569046 + Penalty 3267.233976 = -2354089.335070
  nChanged 10
		SP:Iteration 28Q (16800.560000 sec): 3 clusters
  Score: Raw -2357361.696073 + Penalty 3267.233976 = -2354094.462097
  nChanged 8
		SP:Iteration 29Q (16800.840000 sec): 3 clusters
  Score: Raw -2357365.521239 + Penalty 3267.233976 = -2354098.287263
  nChanged 10
		SP:Iteration 30Q (16801.100000 sec): 3 clusters
  Score: Raw -2357370.384975 + Penalty 3267.233976 = -2354103.150999
  nChanged 10
		SP:Iteration 31Q (16801.380000 sec): 3 clusters
  Score: Raw -2357375.807328 + Penalty 3267.233976 = -2354108.573351
  nChanged 9
		SP:Iteration 32Q (16801.650000 sec): 3 clusters
  Score: Raw -2357381.937094 + Penalty 3267.233976 = -2354114.703118
  nChanged 5
		SP:Iteration 33Q (16801.940000 sec): 3 clusters
  Score: Raw -2357383.511729 + Penalty 3267.233976 = -2354116.277753
  nChanged 1
		SP:Iteration 34Q (16802.230000 sec): 3 clusters
  Score: Raw -2357384.006063 + Penalty 3267.233976 = -2354116.772086
  nChanged 3
		SP:Iteration 35Q (16802.530000 sec): 3 clusters
  Score: Raw -2357385.217776 + Penalty 3267.233976 = -2354117.983800
  nChanged 2
		SP:Iteration 36Q (16802.860000 sec): 3 clusters
  Score: Raw -2357385.616580 + Penalty 3267.233976 = -2354118.382604
  nChanged 0
		SP:Iteration 37F (16803.140000 sec): 3 clusters
  Score: Raw -2357385.616580 + Penalty 3267.233976 = -2354118.382604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (2052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16803.260000 sec): 2 clusters
  Score: Raw -184628.755577 + Penalty 1239.317659 = -183389.437919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16803.440000 sec): 3 clusters
  Score: Raw -183746.145443 + Penalty 2478.635317 = -181267.510126
  nChanged 764
		SP:Iteration 1F (16803.620000 sec): 3 clusters
  Score: Raw -184401.355065 + Penalty 2478.635317 = -181922.719748
  nChanged 218
		SP:Iteration 2F (16803.810000 sec): 3 clusters
  Score: Raw -184657.173658 + Penalty 2478.635317 = -182178.538341
  nChanged 158
		SP:Iteration 3F (16804.020000 sec): 3 clusters
  Score: Raw -184820.512546 + Penalty 2478.635317 = -182341.877229
  nChanged 96
		SP:Iteration 4Q (16804.180000 sec): 3 clusters
  Score: Raw -184923.043224 + Penalty 2478.635317 = -182444.407907
  nChanged 78
		SP:Iteration 5Q (16804.350000 sec): 3 clusters
  Score: Raw -184985.880851 + Penalty 2478.635317 = -182507.245534
  nChanged 43
		SP:Iteration 6Q (16804.570000 sec): 3 clusters
  Score: Raw -185027.445473 + Penalty 2478.635317 = -182548.810156
  nChanged 34
		SP:Iteration 7Q (16804.770000 sec): 3 clusters
  Score: Raw -185077.261775 + Penalty 2478.635317 = -182598.626458
  nChanged 35
		SP:Iteration 8Q (16804.930000 sec): 3 clusters
  Score: Raw -185101.844854 + Penalty 2478.635317 = -182623.209537
  nChanged 22
		SP:Iteration 9Q (16805.090000 sec): 3 clusters
  Score: Raw -185116.795448 + Penalty 2478.635317 = -182638.160130
  nChanged 14
		SP:Iteration 10Q (16805.290000 sec): 3 clusters
  Score: Raw -185127.233044 + Penalty 2478.635317 = -182648.597727
  nChanged 17
		SP:Iteration 11Q (16805.450000 sec): 3 clusters
  Score: Raw -185136.720515 + Penalty 2478.635317 = -182658.085198
  nChanged 12
		SP:Iteration 12Q (16805.670000 sec): 3 clusters
  Score: Raw -185142.664392 + Penalty 2478.635317 = -182664.029075
  nChanged 12
		SP:Iteration 13Q (16805.830000 sec): 3 clusters
  Score: Raw -185149.972610 + Penalty 2478.635317 = -182671.337293
  nChanged 12
		SP:Iteration 14Q (16806.090000 sec): 3 clusters
  Score: Raw -185156.109616 + Penalty 2478.635317 = -182677.474299
  nChanged 12
		SP:Iteration 15Q (16806.280000 sec): 3 clusters
  Score: Raw -185166.074729 + Penalty 2478.635317 = -182687.439412
  nChanged 14
		SP:Iteration 16Q (16806.450000 sec): 3 clusters
  Score: Raw -185175.608821 + Penalty 2478.635317 = -182696.973504
  nChanged 17
		SP:Iteration 17Q (16806.630000 sec): 3 clusters
  Score: Raw -185191.243151 + Penalty 2478.635317 = -182712.607834
  nChanged 17
		SP:Iteration 18Q (16806.840000 sec): 3 clusters
  Score: Raw -185206.297913 + Penalty 2478.635317 = -182727.662596
  nChanged 21
		SP:Iteration 19Q (16807.030000 sec): 3 clusters
  Score: Raw -185218.373898 + Penalty 2478.635317 = -182739.738581
  nChanged 11
		SP:Iteration 20F (16807.220000 sec): 3 clusters
  Score: Raw -185223.416812 + Penalty 2478.635317 = -182744.781495
  nChanged 7
		SP:Iteration 21Q (16807.460000 sec): 3 clusters
  Score: Raw -185225.902330 + Penalty 2478.635317 = -182747.267013
  nChanged 5
		SP:Iteration 22Q (16807.630000 sec): 3 clusters
  Score: Raw -185228.058188 + Penalty 2478.635317 = -182749.422871
  nChanged 2
		SP:Iteration 23Q (16807.820000 sec): 3 clusters
  Score: Raw -185229.075264 + Penalty 2478.635317 = -182750.439947
  nChanged 2
		SP:Iteration 24Q (16808.030000 sec): 3 clusters
  Score: Raw -185229.741047 + Penalty 2478.635317 = -182751.105730
  nChanged 0
		SP:Iteration 25F (16808.190000 sec): 3 clusters
  Score: Raw -185229.741047 + Penalty 2478.635317 = -182751.105730
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16808.290000 sec): 2 clusters
  Score: Raw -61684.502050 + Penalty 1041.117998 = -60643.384052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16808.510000 sec): 3 clusters
  Score: Raw -61598.445315 + Penalty 2082.235995 = -59516.209320
  nChanged 172
		SP:Iteration 1F (16808.680000 sec): 3 clusters
  Score: Raw -61891.032064 + Penalty 2082.235995 = -59808.796069
  nChanged 42
		SP:Iteration 2F (16808.890000 sec): 3 clusters
  Score: Raw -61984.028374 + Penalty 2082.235995 = -59901.792378
  nChanged 34
		SP:Iteration 3F (16809.060000 sec): 3 clusters
  Score: Raw -62053.014585 + Penalty 2082.235995 = -59970.778590
  nChanged 33
		SP:Iteration 4F (16809.220000 sec): 3 clusters
  Score: Raw -62184.886804 + Penalty 2082.235995 = -60102.650809
  nChanged 51
		SP:Iteration 5F (16809.380000 sec): 3 clusters
  Score: Raw -62451.062123 + Penalty 2082.235995 = -60368.826127
  nChanged 37
		SP:Iteration 6F (16809.550000 sec): 3 clusters
  Score: Raw -62583.538263 + Penalty 2082.235995 = -60501.302267
  nChanged 23
		SP:Iteration 7Q (16809.730000 sec): 3 clusters
  Score: Raw -62641.206209 + Penalty 2082.235995 = -60558.970213
  nChanged 13
		SP:Iteration 8Q (16809.920000 sec): 3 clusters
  Score: Raw -62681.846558 + Penalty 2082.235995 = -60599.610562
  nChanged 8
		SP:Iteration 9Q (16810.140000 sec): 3 clusters
  Score: Raw -62696.806756 + Penalty 2082.235995 = -60614.570761
  nChanged 1
		SP:Iteration 10Q (16810.280000 sec): 3 clusters
  Score: Raw -62698.010978 + Penalty 2082.235995 = -60615.774983
  nChanged 2
		SP:Iteration 11Q (16810.460000 sec): 3 clusters
  Score: Raw -62700.912456 + Penalty 2082.235995 = -60618.676460
  nChanged 2
		SP:Iteration 12Q (16810.620000 sec): 3 clusters
  Score: Raw -62706.579345 + Penalty 2082.235995 = -60624.343349
  nChanged 0
		SP:Iteration 13F (16810.840000 sec): 3 clusters
  Score: Raw -62706.579345 + Penalty 2082.235995 = -60624.343349
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16810.920000 sec): 2 clusters
  Score: Raw -475148.136581 + Penalty 1372.390881 = -473775.745701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16811.130000 sec): 3 clusters
  Score: Raw -472793.191159 + Penalty 2744.781762 = -470048.409398
  nChanged 1843
		SP:Iteration 1F (16811.290000 sec): 3 clusters
  Score: Raw -473855.585425 + Penalty 2744.781762 = -471110.803663
  nChanged 360
		SP:Iteration 2F (16811.490000 sec): 3 clusters
  Score: Raw -474041.723828 + Penalty 2744.781762 = -471296.942066
  nChanged 260
		SP:Iteration 3F (16811.700000 sec): 3 clusters
  Score: Raw -474191.595438 + Penalty 2744.781762 = -471446.813676
  nChanged 212
		SP:Iteration 4Q (16811.940000 sec): 3 clusters
  Score: Raw -474299.551956 + Penalty 2744.781762 = -471554.770194
  nChanged 199
		SP:Iteration 5Q (16812.120000 sec): 3 clusters
  Score: Raw -474409.470237 + Penalty 2744.781762 = -471664.688475
  nChanged 175
		SP:Iteration 6Q (16812.330000 sec): 3 clusters
  Score: Raw -474502.612766 + Penalty 2744.781762 = -471757.831005
  nChanged 150
		SP:Iteration 7Q (16812.510000 sec): 3 clusters
  Score: Raw -474576.137336 + Penalty 2744.781762 = -471831.355574
  nChanged 138
		SP:Iteration 8Q (16812.710000 sec): 3 clusters
  Score: Raw -474636.977218 + Penalty 2744.781762 = -471892.195456
  nChanged 105
		SP:Iteration 9Q (16812.950000 sec): 3 clusters
  Score: Raw -474683.010157 + Penalty 2744.781762 = -471938.228395
  nChanged 97
		SP:Iteration 10Q (16813.160000 sec): 3 clusters
  Score: Raw -474732.960401 + Penalty 2744.781762 = -471988.178639
  nChanged 92
		SP:Iteration 11Q (16813.370000 sec): 3 clusters
  Score: Raw -474784.563071 + Penalty 2744.781762 = -472039.781309
  nChanged 101
		SP:Iteration 12Q (16813.600000 sec): 3 clusters
  Score: Raw -474833.360562 + Penalty 2744.781762 = -472088.578800
  nChanged 83
		SP:Iteration 13Q (16813.790000 sec): 3 clusters
  Score: Raw -474872.849032 + Penalty 2744.781762 = -472128.067270
  nChanged 76
		SP:Iteration 14Q (16814.010000 sec): 3 clusters
  Score: Raw -474908.692990 + Penalty 2744.781762 = -472163.911228
  nChanged 62
		SP:Iteration 15Q (16814.230000 sec): 3 clusters
  Score: Raw -474942.197222 + Penalty 2744.781762 = -472197.415460
  nChanged 72
		SP:Iteration 16Q (16814.470000 sec): 3 clusters
  Score: Raw -474982.557445 + Penalty 2744.781762 = -472237.775684
  nChanged 69
		SP:Iteration 17Q (16814.690000 sec): 3 clusters
  Score: Raw -475023.514699 + Penalty 2744.781762 = -472278.732937
  nChanged 69
		SP:Iteration 18Q (16814.880000 sec): 3 clusters
  Score: Raw -475060.873996 + Penalty 2744.781762 = -472316.092234
  nChanged 56
		SP:Iteration 19Q (16815.070000 sec): 3 clusters
  Score: Raw -475087.239766 + Penalty 2744.781762 = -472342.458005
  nChanged 53
		SP:Iteration 20F (16815.260000 sec): 3 clusters
  Score: Raw -475116.412287 + Penalty 2744.781762 = -472371.630525
  nChanged 50
		SP:Iteration 21Q (16815.510000 sec): 3 clusters
  Score: Raw -475139.889519 + Penalty 2744.781762 = -472395.107758
  nChanged 34
		SP:Iteration 22Q (16815.710000 sec): 3 clusters
  Score: Raw -475153.757555 + Penalty 2744.781762 = -472408.975793
  nChanged 24
		SP:Iteration 23Q (16815.930000 sec): 3 clusters
  Score: Raw -475166.632026 + Penalty 2744.781762 = -472421.850264
  nChanged 21
		SP:Iteration 24Q (16816.170000 sec): 3 clusters
  Score: Raw -475177.164992 + Penalty 2744.781762 = -472432.383230
  nChanged 21
		SP:Iteration 25Q (16816.340000 sec): 3 clusters
  Score: Raw -475188.322526 + Penalty 2744.781762 = -472443.540765
  nChanged 18
		SP:Iteration 26Q (16816.550000 sec): 3 clusters
  Score: Raw -475195.523542 + Penalty 2744.781762 = -472450.741780
  nChanged 15
		SP:Iteration 27Q (16816.750000 sec): 3 clusters
  Score: Raw -475202.303085 + Penalty 2744.781762 = -472457.521323
  nChanged 12
		SP:Iteration 28Q (16816.970000 sec): 3 clusters
  Score: Raw -475209.022487 + Penalty 2744.781762 = -472464.240725
  nChanged 13
		SP:Iteration 29Q (16817.160000 sec): 3 clusters
  Score: Raw -475213.942712 + Penalty 2744.781762 = -472469.160950
  nChanged 10
		SP:Iteration 30Q (16817.350000 sec): 3 clusters
  Score: Raw -475217.112710 + Penalty 2744.781762 = -472472.330948
  nChanged 4
		SP:Iteration 31Q (16817.600000 sec): 3 clusters
  Score: Raw -475218.761547 + Penalty 2744.781762 = -472473.979785
  nChanged 5
		SP:Iteration 32Q (16817.830000 sec): 3 clusters
  Score: Raw -475220.567916 + Penalty 2744.781762 = -472475.786154
  nChanged 5
		SP:Iteration 33Q (16818.030000 sec): 3 clusters
  Score: Raw -475221.910177 + Penalty 2744.781762 = -472477.128415
  nChanged 4
		SP:Iteration 34Q (16818.270000 sec): 3 clusters
  Score: Raw -475222.963950 + Penalty 2744.781762 = -472478.182188
  nChanged 4
		SP:Iteration 35Q (16818.460000 sec): 3 clusters
  Score: Raw -475224.196943 + Penalty 2744.781762 = -472479.415181
  nChanged 3
		SP:Iteration 36Q (16818.700000 sec): 3 clusters
  Score: Raw -475224.729159 + Penalty 2744.781762 = -472479.947397
  nChanged 2
		SP:Iteration 37Q (16818.910000 sec): 3 clusters
  Score: Raw -475225.309559 + Penalty 2744.781762 = -472480.527797
  nChanged 0
		SP:Iteration 38F (16819.150000 sec): 3 clusters
  Score: Raw -475225.309559 + Penalty 2744.781762 = -472480.527797
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16819.260000 sec): 2 clusters
  Score: Raw -483452.425062 + Penalty 1362.678985 = -482089.746077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16819.480000 sec): 3 clusters
  Score: Raw -481195.065206 + Penalty 2725.357969 = -478469.707237
  nChanged 1771
		SP:Iteration 1F (16819.650000 sec): 3 clusters
  Score: Raw -482154.230492 + Penalty 2725.357969 = -479428.872523
  nChanged 316
		SP:Iteration 2F (16819.850000 sec): 3 clusters
  Score: Raw -482321.768857 + Penalty 2725.357969 = -479596.410887
  nChanged 222
		SP:Iteration 3F (16820.110000 sec): 3 clusters
  Score: Raw -482425.152507 + Penalty 2725.357969 = -479699.794538
  nChanged 164
		SP:Iteration 4Q (16820.310000 sec): 3 clusters
  Score: Raw -482499.347970 + Penalty 2725.357969 = -479773.990001
  nChanged 127
		SP:Iteration 5Q (16820.520000 sec): 3 clusters
  Score: Raw -482558.522427 + Penalty 2725.357969 = -479833.164457
  nChanged 129
		SP:Iteration 6Q (16820.700000 sec): 3 clusters
  Score: Raw -482621.241048 + Penalty 2725.357969 = -479895.883079
  nChanged 139
		SP:Iteration 7Q (16820.960000 sec): 3 clusters
  Score: Raw -482697.705960 + Penalty 2725.357969 = -479972.347991
  nChanged 160
		SP:Iteration 8Q (16821.130000 sec): 3 clusters
  Score: Raw -482788.913697 + Penalty 2725.357969 = -480063.555728
  nChanged 148
		SP:Iteration 9Q (16821.320000 sec): 3 clusters
  Score: Raw -482878.698281 + Penalty 2725.357969 = -480153.340312
  nChanged 145
		SP:Iteration 10Q (16821.540000 sec): 3 clusters
  Score: Raw -482975.652284 + Penalty 2725.357969 = -480250.294315
  nChanged 145
		SP:Iteration 11Q (16821.750000 sec): 3 clusters
  Score: Raw -483094.696964 + Penalty 2725.357969 = -480369.338995
  nChanged 133
		SP:Iteration 12Q (16821.920000 sec): 3 clusters
  Score: Raw -483191.016426 + Penalty 2725.357969 = -480465.658457
  nChanged 107
		SP:Iteration 13Q (16822.140000 sec): 3 clusters
  Score: Raw -483266.117874 + Penalty 2725.357969 = -480540.759905
  nChanged 94
		SP:Iteration 14Q (16822.410000 sec): 3 clusters
  Score: Raw -483332.038643 + Penalty 2725.357969 = -480606.680673
  nChanged 67
		SP:Iteration 15Q (16822.600000 sec): 3 clusters
  Score: Raw -483382.951764 + Penalty 2725.357969 = -480657.593795
  nChanged 62
		SP:Iteration 16Q (16822.800000 sec): 3 clusters
  Score: Raw -483433.656030 + Penalty 2725.357969 = -480708.298060
  nChanged 63
		SP:Iteration 17Q (16823.020000 sec): 3 clusters
  Score: Raw -483482.359870 + Penalty 2725.357969 = -480757.001901
  nChanged 36
		SP:Iteration 18Q (16823.210000 sec): 3 clusters
  Score: Raw -483511.803982 + Penalty 2725.357969 = -480786.446012
  nChanged 28
		SP:Iteration 19Q (16823.380000 sec): 3 clusters
  Score: Raw -483533.199756 + Penalty 2725.357969 = -480807.841787
  nChanged 16
		SP:Iteration 20F (16823.550000 sec): 3 clusters
  Score: Raw -483547.099436 + Penalty 2725.357969 = -480821.741466
  nChanged 16
		SP:Iteration 21Q (16823.760000 sec): 3 clusters
  Score: Raw -483560.295611 + Penalty 2725.357969 = -480834.937641
  nChanged 18
		SP:Iteration 22Q (16823.890000 sec): 3 clusters
  Score: Raw -483578.139551 + Penalty 2725.357969 = -480852.781582
  nChanged 13
		SP:Iteration 23Q (16824.110000 sec): 3 clusters
  Score: Raw -483587.842232 + Penalty 2725.357969 = -480862.484263
  nChanged 7
		SP:Iteration 24Q (16824.280000 sec): 3 clusters
  Score: Raw -483594.049644 + Penalty 2725.357969 = -480868.691675
  nChanged 6
		SP:Iteration 25Q (16824.450000 sec): 3 clusters
  Score: Raw -483597.637895 + Penalty 2725.357969 = -480872.279926
  nChanged 4
		SP:Iteration 26Q (16824.640000 sec): 3 clusters
  Score: Raw -483599.900472 + Penalty 2725.357969 = -480874.542503
  nChanged 4
		SP:Iteration 27Q (16824.820000 sec): 3 clusters
  Score: Raw -483603.777187 + Penalty 2725.357969 = -480878.419218
  nChanged 4
		SP:Iteration 28Q (16824.990000 sec): 3 clusters
  Score: Raw -483605.884653 + Penalty 2725.357969 = -480880.526684
  nChanged 0
		SP:Iteration 29F (16825.250000 sec): 3 clusters
  Score: Raw -483605.884653 + Penalty 2725.357969 = -480880.526684
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16825.360000 sec): 2 clusters
  Score: Raw -861266.346530 + Penalty 1466.753782 = -859799.592747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16825.590000 sec): 3 clusters
  Score: Raw -856697.619501 + Penalty 2933.507564 = -853764.111937
  nChanged 3449
		SP:Iteration 1F (16825.810000 sec): 3 clusters
  Score: Raw -858700.940349 + Penalty 2933.507564 = -855767.432785
  nChanged 627
		SP:Iteration 2F (16826.050000 sec): 3 clusters
  Score: Raw -859087.873553 + Penalty 2933.507564 = -856154.365989
  nChanged 529
		SP:Iteration 3F (16826.330000 sec): 3 clusters
  Score: Raw -859396.186786 + Penalty 2933.507564 = -856462.679222
  nChanged 478
		SP:Iteration 4F (16826.530000 sec): 3 clusters
  Score: Raw -859668.370362 + Penalty 2933.507564 = -856734.862798
  nChanged 474
		SP:Iteration 5F (16826.730000 sec): 3 clusters
  Score: Raw -859945.115162 + Penalty 2933.507564 = -857011.607598
  nChanged 405
		SP:Iteration 6Q (16826.990000 sec): 3 clusters
  Score: Raw -860152.587165 + Penalty 2933.507564 = -857219.079601
  nChanged 327
		SP:Iteration 7Q (16827.240000 sec): 3 clusters
  Score: Raw -860324.788323 + Penalty 2933.507564 = -857391.280759
  nChanged 309
		SP:Iteration 8Q (16827.440000 sec): 3 clusters
  Score: Raw -860473.168132 + Penalty 2933.507564 = -857539.660568
  nChanged 258
		SP:Iteration 9Q (16827.660000 sec): 3 clusters
  Score: Raw -860586.797046 + Penalty 2933.507564 = -857653.289482
  nChanged 194
		SP:Iteration 10Q (16827.910000 sec): 3 clusters
  Score: Raw -860674.587606 + Penalty 2933.507564 = -857741.080042
  nChanged 170
		SP:Iteration 11Q (16828.140000 sec): 3 clusters
  Score: Raw -860751.801045 + Penalty 2933.507564 = -857818.293481
  nChanged 153
		SP:Iteration 12Q (16828.420000 sec): 3 clusters
  Score: Raw -860831.374932 + Penalty 2933.507564 = -857897.867368
  nChanged 172
		SP:Iteration 13Q (16828.640000 sec): 3 clusters
  Score: Raw -860940.106467 + Penalty 2933.507564 = -858006.598902
  nChanged 192
		SP:Iteration 14Q (16828.850000 sec): 3 clusters
  Score: Raw -861069.004720 + Penalty 2933.507564 = -858135.497156
  nChanged 187
		SP:Iteration 15Q (16829.060000 sec): 3 clusters
  Score: Raw -861198.822334 + Penalty 2933.507564 = -858265.314770
  nChanged 183
		SP:Iteration 16Q (16829.290000 sec): 3 clusters
  Score: Raw -861315.689676 + Penalty 2933.507564 = -858382.182112
  nChanged 168
		SP:Iteration 17Q (16829.550000 sec): 3 clusters
  Score: Raw -861439.921292 + Penalty 2933.507564 = -858506.413727
  nChanged 194
		SP:Iteration 18Q (16829.790000 sec): 3 clusters
  Score: Raw -861592.675255 + Penalty 2933.507564 = -858659.167691
  nChanged 180
		SP:Iteration 19Q (16830.030000 sec): 3 clusters
  Score: Raw -861741.972973 + Penalty 2933.507564 = -858808.465409
  nChanged 183
		SP:Iteration 20F (16830.200000 sec): 3 clusters
  Score: Raw -861906.466280 + Penalty 2933.507564 = -858972.958716
  nChanged 170
		SP:Iteration 21Q (16830.380000 sec): 3 clusters
  Score: Raw -862068.181858 + Penalty 2933.507564 = -859134.674294
  nChanged 150
		SP:Iteration 22Q (16830.620000 sec): 3 clusters
  Score: Raw -862210.024570 + Penalty 2933.507564 = -859276.517006
  nChanged 110
		SP:Iteration 23Q (16830.810000 sec): 3 clusters
  Score: Raw -862311.837687 + Penalty 2933.507564 = -859378.330123
  nChanged 82
		SP:Iteration 24Q (16831.040000 sec): 3 clusters
  Score: Raw -862360.885212 + Penalty 2933.507564 = -859427.377648
  nChanged 59
		SP:Iteration 25Q (16831.220000 sec): 3 clusters
  Score: Raw -862394.613055 + Penalty 2933.507564 = -859461.105491
  nChanged 40
		SP:Iteration 26Q (16831.440000 sec): 3 clusters
  Score: Raw -862410.004856 + Penalty 2933.507564 = -859476.497292
  nChanged 24
		SP:Iteration 27Q (16831.670000 sec): 3 clusters
  Score: Raw -862417.579761 + Penalty 2933.507564 = -859484.072196
  nChanged 17
		SP:Iteration 28Q (16831.860000 sec): 3 clusters
  Score: Raw -862421.422913 + Penalty 2933.507564 = -859487.915349
  nChanged 5
		SP:Iteration 29Q (16832.050000 sec): 3 clusters
  Score: Raw -862422.203036 + Penalty 2933.507564 = -859488.695472
  nChanged 4
		SP:Iteration 30Q (16832.310000 sec): 3 clusters
  Score: Raw -862423.324625 + Penalty 2933.507564 = -859489.817061
  nChanged 2
		SP:Iteration 31Q (16832.500000 sec): 3 clusters
  Score: Raw -862424.042889 + Penalty 2933.507564 = -859490.535325
  nChanged 3
		SP:Iteration 32Q (16832.710000 sec): 3 clusters
  Score: Raw -862424.546262 + Penalty 2933.507564 = -859491.038698
  nChanged 1
		SP:Iteration 33Q (16832.910000 sec): 3 clusters
  Score: Raw -862424.718356 + Penalty 2933.507564 = -859491.210792
  nChanged 0
		SP:Iteration 34F (16833.130000 sec): 3 clusters
  Score: Raw -862424.718356 + Penalty 2933.507564 = -859491.210792
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16833.290000 sec): 2 clusters
  Score: Raw -775777.333995 + Penalty 1445.673321 = -774331.660674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16833.480000 sec): 3 clusters
  Score: Raw -771876.642118 + Penalty 2891.346642 = -768985.295476
  nChanged 3045
		SP:Iteration 1F (16833.650000 sec): 3 clusters
  Score: Raw -773534.810968 + Penalty 2891.346642 = -770643.464326
  nChanged 472
		SP:Iteration 2F (16833.860000 sec): 3 clusters
  Score: Raw -773741.560692 + Penalty 2891.346642 = -770850.214049
  nChanged 358
		SP:Iteration 3Q (16834.090000 sec): 3 clusters
  Score: Raw -773884.248019 + Penalty 2891.346642 = -770992.901377
  nChanged 276
		SP:Iteration 4Q (16834.290000 sec): 3 clusters
  Score: Raw -773994.539558 + Penalty 2891.346642 = -771103.192916
  nChanged 235
		SP:Iteration 5Q (16834.490000 sec): 3 clusters
  Score: Raw -774083.785235 + Penalty 2891.346642 = -771192.438593
  nChanged 216
		SP:Iteration 6Q (16834.690000 sec): 3 clusters
  Score: Raw -774155.348481 + Penalty 2891.346642 = -771264.001839
  nChanged 176
		SP:Iteration 7Q (16834.920000 sec): 3 clusters
  Score: Raw -774216.312361 + Penalty 2891.346642 = -771324.965718
  nChanged 162
		SP:Iteration 8Q (16835.170000 sec): 3 clusters
  Score: Raw -774267.704459 + Penalty 2891.346642 = -771376.357816
  nChanged 144
		SP:Iteration 9Q (16835.370000 sec): 3 clusters
  Score: Raw -774318.650174 + Penalty 2891.346642 = -771427.303531
  nChanged 159
		SP:Iteration 10Q (16835.610000 sec): 3 clusters
  Score: Raw -774380.212283 + Penalty 2891.346642 = -771488.865641
  nChanged 195
		SP:Iteration 11Q (16835.790000 sec): 3 clusters
  Score: Raw -774465.253559 + Penalty 2891.346642 = -771573.906916
  nChanged 237
		SP:Iteration 12Q (16836.020000 sec): 3 clusters
  Score: Raw -774581.974917 + Penalty 2891.346642 = -771690.628275
  nChanged 282
		SP:Iteration 13Q (16836.250000 sec): 3 clusters
  Score: Raw -774723.894187 + Penalty 2891.346642 = -771832.547544
  nChanged 291
		SP:Iteration 14Q (16836.420000 sec): 3 clusters
  Score: Raw -774897.632571 + Penalty 2891.346642 = -772006.285929
  nChanged 329
		SP:Iteration 15Q (16836.680000 sec): 3 clusters
  Score: Raw -775110.839627 + Penalty 2891.346642 = -772219.492985
  nChanged 343
		SP:Iteration 16Q (16836.850000 sec): 3 clusters
  Score: Raw -775319.900573 + Penalty 2891.346642 = -772428.553931
  nChanged 308
		SP:Iteration 17Q (16837.050000 sec): 3 clusters
  Score: Raw -775494.829078 + Penalty 2891.346642 = -772603.482435
  nChanged 264
		SP:Iteration 18Q (16837.250000 sec): 3 clusters
  Score: Raw -775627.814958 + Penalty 2891.346642 = -772736.468316
  nChanged 212
		SP:Iteration 19Q (16837.510000 sec): 3 clusters
  Score: Raw -775713.678553 + Penalty 2891.346642 = -772822.331911
  nChanged 161
		SP:Iteration 20F (16837.740000 sec): 3 clusters
  Score: Raw -775780.516092 + Penalty 2891.346642 = -772889.169450
  nChanged 123
		SP:Iteration 21Q (16837.910000 sec): 3 clusters
  Score: Raw -775823.008110 + Penalty 2891.346642 = -772931.661467
  nChanged 89
		SP:Iteration 22Q (16838.130000 sec): 3 clusters
  Score: Raw -775850.719118 + Penalty 2891.346642 = -772959.372475
  nChanged 74
		SP:Iteration 23Q (16838.320000 sec): 3 clusters
  Score: Raw -775868.978696 + Penalty 2891.346642 = -772977.632054
  nChanged 58
		SP:Iteration 24Q (16838.540000 sec): 3 clusters
  Score: Raw -775886.009314 + Penalty 2891.346642 = -772994.662672
  nChanged 57
		SP:Iteration 25Q (16838.770000 sec): 3 clusters
  Score: Raw -775901.269994 + Penalty 2891.346642 = -773009.923352
  nChanged 56
		SP:Iteration 26Q (16839.030000 sec): 3 clusters
  Score: Raw -775919.228290 + Penalty 2891.346642 = -773027.881647
  nChanged 54
		SP:Iteration 27Q (16839.240000 sec): 3 clusters
  Score: Raw -775932.428433 + Penalty 2891.346642 = -773041.081791
  nChanged 41
		SP:Iteration 28Q (16839.430000 sec): 3 clusters
  Score: Raw -775943.098354 + Penalty 2891.346642 = -773051.751711
  nChanged 48
		SP:Iteration 29Q (16839.640000 sec): 3 clusters
  Score: Raw -775956.282593 + Penalty 2891.346642 = -773064.935951
  nChanged 40
		SP:Iteration 30Q (16839.870000 sec): 3 clusters
  Score: Raw -775964.836744 + Penalty 2891.346642 = -773073.490101
  nChanged 45
		SP:Iteration 31Q (16840.110000 sec): 3 clusters
  Score: Raw -775974.309459 + Penalty 2891.346642 = -773082.962817
  nChanged 36
		SP:Iteration 32Q (16840.330000 sec): 3 clusters
  Score: Raw -775980.936244 + Penalty 2891.346642 = -773089.589602
  nChanged 26
		SP:Iteration 33Q (16840.510000 sec): 3 clusters
  Score: Raw -775986.181152 + Penalty 2891.346642 = -773094.834509
  nChanged 27
		SP:Iteration 34Q (16840.710000 sec): 3 clusters
  Score: Raw -775991.230594 + Penalty 2891.346642 = -773099.883952
  nChanged 23
		SP:Iteration 35Q (16840.900000 sec): 3 clusters
  Score: Raw -775995.042272 + Penalty 2891.346642 = -773103.695630
  nChanged 21
		SP:Iteration 36Q (16841.120000 sec): 3 clusters
  Score: Raw -775998.302392 + Penalty 2891.346642 = -773106.955750
  nChanged 14
		SP:Iteration 37Q (16841.340000 sec): 3 clusters
  Score: Raw -776000.525921 + Penalty 2891.346642 = -773109.179279
  nChanged 14
		SP:Iteration 38Q (16841.600000 sec): 3 clusters
  Score: Raw -776002.779937 + Penalty 2891.346642 = -773111.433294
  nChanged 17
		SP:Iteration 39Q (16841.870000 sec): 3 clusters
  Score: Raw -776005.443325 + Penalty 2891.346642 = -773114.096683
  nChanged 17
		SP:Iteration 40F (16842.060000 sec): 3 clusters
  Score: Raw -776008.341108 + Penalty 2891.346642 = -773116.994465
  nChanged 22
		SP:Iteration 41Q (16842.300000 sec): 3 clusters
  Score: Raw -776011.363622 + Penalty 2891.346642 = -773120.016980
  nChanged 12
		SP:Iteration 42Q (16842.570000 sec): 3 clusters
  Score: Raw -776012.884526 + Penalty 2891.346642 = -773121.537883
  nChanged 9
		SP:Iteration 43Q (16842.790000 sec): 3 clusters
  Score: Raw -776014.272356 + Penalty 2891.346642 = -773122.925714
  nChanged 13
		SP:Iteration 44Q (16843.000000 sec): 3 clusters
  Score: Raw -776016.525023 + Penalty 2891.346642 = -773125.178381
  nChanged 12
		SP:Iteration 45Q (16843.210000 sec): 3 clusters
  Score: Raw -776018.345659 + Penalty 2891.346642 = -773126.999017
  nChanged 11
		SP:Iteration 46Q (16843.430000 sec): 3 clusters
  Score: Raw -776020.056403 + Penalty 2891.346642 = -773128.709760
  nChanged 15
		SP:Iteration 47Q (16843.640000 sec): 3 clusters
  Score: Raw -776023.089016 + Penalty 2891.346642 = -773131.742374
  nChanged 14
		SP:Iteration 48Q (16843.860000 sec): 3 clusters
  Score: Raw -776025.001615 + Penalty 2891.346642 = -773133.654972
  nChanged 9
		SP:Iteration 49Q (16844.070000 sec): 3 clusters
  Score: Raw -776026.272409 + Penalty 2891.346642 = -773134.925767
  nChanged 7
		SP:Iteration 50Q (16844.340000 sec): 3 clusters
  Score: Raw -776027.275312 + Penalty 2891.346642 = -773135.928669
  nChanged 5
		SP:Iteration 51Q (16844.520000 sec): 3 clusters
  Score: Raw -776028.001237 + Penalty 2891.346642 = -773136.654595
  nChanged 3
		SP:Iteration 52Q (16844.730000 sec): 3 clusters
  Score: Raw -776028.440104 + Penalty 2891.346642 = -773137.093461
  nChanged 5
		SP:Iteration 53Q (16844.950000 sec): 3 clusters
  Score: Raw -776029.256067 + Penalty 2891.346642 = -773137.909425
  nChanged 8
		SP:Iteration 54Q (16845.120000 sec): 3 clusters
  Score: Raw -776030.371286 + Penalty 2891.346642 = -773139.024643
  nChanged 9
		SP:Iteration 55Q (16845.320000 sec): 3 clusters
  Score: Raw -776031.868847 + Penalty 2891.346642 = -773140.522205
  nChanged 10
		SP:Iteration 56Q (16845.530000 sec): 3 clusters
  Score: Raw -776033.272911 + Penalty 2891.346642 = -773141.926269
  nChanged 10
		SP:Iteration 57Q (16845.700000 sec): 3 clusters
  Score: Raw -776034.564096 + Penalty 2891.346642 = -773143.217454
  nChanged 9
		SP:Iteration 58Q (16845.950000 sec): 3 clusters
  Score: Raw -776036.550789 + Penalty 2891.346642 = -773145.204146
  nChanged 16
		SP:Iteration 59Q (16846.140000 sec): 3 clusters
  Score: Raw -776039.790177 + Penalty 2891.346642 = -773148.443535
  nChanged 16
		SP:Iteration 60F (16846.380000 sec): 3 clusters
  Score: Raw -776042.165454 + Penalty 2891.346642 = -773150.818812
  nChanged 13
		SP:Iteration 61Q (16846.600000 sec): 3 clusters
  Score: Raw -776044.326539 + Penalty 2891.346642 = -773152.979897
  nChanged 18
		SP:Iteration 62Q (16846.880000 sec): 3 clusters
  Score: Raw -776047.241042 + Penalty 2891.346642 = -773155.894400
  nChanged 15
		SP:Iteration 63Q (16847.100000 sec): 3 clusters
  Score: Raw -776049.401305 + Penalty 2891.346642 = -773158.054663
  nChanged 17
		SP:Iteration 64Q (16847.370000 sec): 3 clusters
  Score: Raw -776052.066523 + Penalty 2891.346642 = -773160.719881
  nChanged 18
		SP:Iteration 65Q (16847.610000 sec): 3 clusters
  Score: Raw -776055.753190 + Penalty 2891.346642 = -773164.406547
  nChanged 27
		SP:Iteration 66Q (16847.870000 sec): 3 clusters
  Score: Raw -776062.264154 + Penalty 2891.346642 = -773170.917512
  nChanged 28
		SP:Iteration 67Q (16848.120000 sec): 3 clusters
  Score: Raw -776068.293444 + Penalty 2891.346642 = -773176.946802
  nChanged 23
		SP:Iteration 68Q (16848.350000 sec): 3 clusters
  Score: Raw -776072.228824 + Penalty 2891.346642 = -773180.882182
  nChanged 20
		SP:Iteration 69Q (16848.590000 sec): 3 clusters
  Score: Raw -776075.613902 + Penalty 2891.346642 = -773184.267260
  nChanged 17
		SP:Iteration 70Q (16848.840000 sec): 3 clusters
  Score: Raw -776077.870350 + Penalty 2891.346642 = -773186.523708
  nChanged 13
		SP:Iteration 71Q (16849.030000 sec): 3 clusters
  Score: Raw -776079.927292 + Penalty 2891.346642 = -773188.580650
  nChanged 14
		SP:Iteration 72Q (16849.220000 sec): 3 clusters
  Score: Raw -776082.381105 + Penalty 2891.346642 = -773191.034462
  nChanged 22
		SP:Iteration 73Q (16849.420000 sec): 3 clusters
  Score: Raw -776086.528266 + Penalty 2891.346642 = -773195.181624
  nChanged 22
		SP:Iteration 74Q (16849.630000 sec): 3 clusters
  Score: Raw -776090.999249 + Penalty 2891.346642 = -773199.652607
  nChanged 23
		SP:Iteration 75Q (16849.850000 sec): 3 clusters
  Score: Raw -776095.074464 + Penalty 2891.346642 = -773203.727822
  nChanged 22
		SP:Iteration 76Q (16850.060000 sec): 3 clusters
  Score: Raw -776099.448744 + Penalty 2891.346642 = -773208.102101
  nChanged 30
		SP:Iteration 77Q (16850.280000 sec): 3 clusters
  Score: Raw -776106.601511 + Penalty 2891.346642 = -773215.254869
  nChanged 29
		SP:Iteration 78Q (16850.500000 sec): 3 clusters
  Score: Raw -776112.725889 + Penalty 2891.346642 = -773221.379246
  nChanged 33
		SP:Iteration 79Q (16850.730000 sec): 3 clusters
  Score: Raw -776120.589635 + Penalty 2891.346642 = -773229.242992
  nChanged 32
		SP:Iteration 80F (16850.980000 sec): 3 clusters
  Score: Raw -776125.921913 + Penalty 2891.346642 = -773234.575271
  nChanged 16
		SP:Iteration 81Q (16851.220000 sec): 3 clusters
  Score: Raw -776128.882396 + Penalty 2891.346642 = -773237.535753
  nChanged 16
		SP:Iteration 82Q (16851.430000 sec): 3 clusters
  Score: Raw -776131.526006 + Penalty 2891.346642 = -773240.179364
  nChanged 16
		SP:Iteration 83Q (16851.660000 sec): 3 clusters
  Score: Raw -776133.833274 + Penalty 2891.346642 = -773242.486631
  nChanged 13
		SP:Iteration 84Q (16851.860000 sec): 3 clusters
  Score: Raw -776135.999498 + Penalty 2891.346642 = -773244.652856
  nChanged 9
		SP:Iteration 85Q (16852.070000 sec): 3 clusters
  Score: Raw -776137.048340 + Penalty 2891.346642 = -773245.701698
  nChanged 11
		SP:Iteration 86Q (16852.320000 sec): 3 clusters
  Score: Raw -776138.803251 + Penalty 2891.346642 = -773247.456608
  nChanged 14
		SP:Iteration 87Q (16852.540000 sec): 3 clusters
  Score: Raw -776141.450100 + Penalty 2891.346642 = -773250.103457
  nChanged 19
		SP:Iteration 88Q (16852.800000 sec): 3 clusters
  Score: Raw -776144.177431 + Penalty 2891.346642 = -773252.830789
  nChanged 14
		SP:Iteration 89Q (16853.010000 sec): 3 clusters
  Score: Raw -776146.961493 + Penalty 2891.346642 = -773255.614850
  nChanged 17
		SP:Iteration 90Q (16853.260000 sec): 3 clusters
  Score: Raw -776149.632125 + Penalty 2891.346642 = -773258.285483
  nChanged 16
		SP:Iteration 91Q (16853.460000 sec): 3 clusters
  Score: Raw -776152.304896 + Penalty 2891.346642 = -773260.958253
  nChanged 16
		SP:Iteration 92Q (16853.720000 sec): 3 clusters
  Score: Raw -776155.064958 + Penalty 2891.346642 = -773263.718315
  nChanged 21
		SP:Iteration 93Q (16853.900000 sec): 3 clusters
  Score: Raw -776159.141032 + Penalty 2891.346642 = -773267.794389
  nChanged 23
		SP:Iteration 94Q (16854.160000 sec): 3 clusters
  Score: Raw -776162.746031 + Penalty 2891.346642 = -773271.399389
  nChanged 17
		SP:Iteration 95Q (16854.340000 sec): 3 clusters
  Score: Raw -776165.699900 + Penalty 2891.346642 = -773274.353258
  nChanged 13
		SP:Iteration 96Q (16854.600000 sec): 3 clusters
  Score: Raw -776168.302104 + Penalty 2891.346642 = -773276.955462
  nChanged 17
		SP:Iteration 97Q (16854.820000 sec): 3 clusters
  Score: Raw -776171.498362 + Penalty 2891.346642 = -773280.151719
  nChanged 14
		SP:Iteration 98Q (16855.080000 sec): 3 clusters
  Score: Raw -776173.800144 + Penalty 2891.346642 = -773282.453501
  nChanged 18
		SP:Iteration 99Q (16855.280000 sec): 3 clusters
  Score: Raw -776176.893878 + Penalty 2891.346642 = -773285.547236
  nChanged 14
		SP:Iteration 100F (16855.460000 sec): 3 clusters
  Score: Raw -776179.961928 + Penalty 2891.346642 = -773288.615286
  nChanged 18
		SP:Iteration 101Q (16855.700000 sec): 3 clusters
  Score: Raw -776183.118648 + Penalty 2891.346642 = -773291.772005
  nChanged 15
		SP:Iteration 102Q (16855.910000 sec): 3 clusters
  Score: Raw -776185.865820 + Penalty 2891.346642 = -773294.519177
  nChanged 16
		SP:Iteration 103Q (16856.170000 sec): 3 clusters
  Score: Raw -776188.712186 + Penalty 2891.346642 = -773297.365544
  nChanged 14
		SP:Iteration 104Q (16856.350000 sec): 3 clusters
  Score: Raw -776191.400280 + Penalty 2891.346642 = -773300.053638
  nChanged 13
		SP:Iteration 105Q (16856.580000 sec): 3 clusters
  Score: Raw -776193.944436 + Penalty 2891.346642 = -773302.597794
  nChanged 13
		SP:Iteration 106Q (16856.770000 sec): 3 clusters
  Score: Raw -776196.094797 + Penalty 2891.346642 = -773304.748155
  nChanged 12
		SP:Iteration 107Q (16857.020000 sec): 3 clusters
  Score: Raw -776198.476145 + Penalty 2891.346642 = -773307.129503
  nChanged 11
		SP:Iteration 108Q (16857.200000 sec): 3 clusters
  Score: Raw -776200.438329 + Penalty 2891.346642 = -773309.091687
  nChanged 9
		SP:Iteration 109Q (16857.460000 sec): 3 clusters
  Score: Raw -776201.562979 + Penalty 2891.346642 = -773310.216337
  nChanged 9
		SP:Iteration 110Q (16857.690000 sec): 3 clusters
  Score: Raw -776203.009495 + Penalty 2891.346642 = -773311.662853
  nChanged 11
		SP:Iteration 111Q (16857.870000 sec): 3 clusters
  Score: Raw -776204.757840 + Penalty 2891.346642 = -773313.411198
  nChanged 15
		SP:Iteration 112Q (16858.080000 sec): 3 clusters
  Score: Raw -776207.532687 + Penalty 2891.346642 = -773316.186045
  nChanged 12
		SP:Iteration 113Q (16858.360000 sec): 3 clusters
  Score: Raw -776209.311405 + Penalty 2891.346642 = -773317.964763
  nChanged 8
		SP:Iteration 114Q (16858.550000 sec): 3 clusters
  Score: Raw -776211.108502 + Penalty 2891.346642 = -773319.761860
  nChanged 13
		SP:Iteration 115Q (16858.790000 sec): 3 clusters
  Score: Raw -776213.037377 + Penalty 2891.346642 = -773321.690735
  nChanged 8
		SP:Iteration 116Q (16859.020000 sec): 3 clusters
  Score: Raw -776214.130365 + Penalty 2891.346642 = -773322.783723
  nChanged 3
		SP:Iteration 117Q (16859.240000 sec): 3 clusters
  Score: Raw -776214.602974 + Penalty 2891.346642 = -773323.256331
  nChanged 5
		SP:Iteration 118Q (16859.470000 sec): 3 clusters
  Score: Raw -776215.670670 + Penalty 2891.346642 = -773324.324027
  nChanged 8
		SP:Iteration 119Q (16859.700000 sec): 3 clusters
  Score: Raw -776217.306580 + Penalty 2891.346642 = -773325.959937
  nChanged 9
		SP:Iteration 120F (16859.860000 sec): 3 clusters
  Score: Raw -776218.561227 + Penalty 2891.346642 = -773327.214584
  nChanged 6
		SP:Iteration 121Q (16860.070000 sec): 3 clusters
  Score: Raw -776219.503947 + Penalty 2891.346642 = -773328.157305
  nChanged 8
		SP:Iteration 122Q (16860.290000 sec): 3 clusters
  Score: Raw -776221.021416 + Penalty 2891.346642 = -773329.674773
  nChanged 14
		SP:Iteration 123Q (16860.560000 sec): 3 clusters
  Score: Raw -776223.752066 + Penalty 2891.346642 = -773332.405424
  nChanged 16
		SP:Iteration 124Q (16860.770000 sec): 3 clusters
  Score: Raw -776226.154937 + Penalty 2891.346642 = -773334.808294
  nChanged 8
		SP:Iteration 125Q (16860.960000 sec): 3 clusters
  Score: Raw -776227.280871 + Penalty 2891.346642 = -773335.934229
  nChanged 6
		SP:Iteration 126Q (16861.180000 sec): 3 clusters
  Score: Raw -776228.162996 + Penalty 2891.346642 = -773336.816354
  nChanged 4
		SP:Iteration 127Q (16861.390000 sec): 3 clusters
  Score: Raw -776228.782245 + Penalty 2891.346642 = -773337.435602
  nChanged 4
		SP:Iteration 128Q (16861.620000 sec): 3 clusters
  Score: Raw -776229.524538 + Penalty 2891.346642 = -773338.177895
  nChanged 9
		SP:Iteration 129Q (16861.860000 sec): 3 clusters
  Score: Raw -776230.894853 + Penalty 2891.346642 = -773339.548211
  nChanged 9
		SP:Iteration 130Q (16862.100000 sec): 3 clusters
  Score: Raw -776232.240595 + Penalty 2891.346642 = -773340.893953
  nChanged 8
		SP:Iteration 131Q (16862.280000 sec): 3 clusters
  Score: Raw -776233.837731 + Penalty 2891.346642 = -773342.491089
  nChanged 9
		SP:Iteration 132Q (16862.530000 sec): 3 clusters
  Score: Raw -776235.147880 + Penalty 2891.346642 = -773343.801238
  nChanged 5
		SP:Iteration 133Q (16862.730000 sec): 3 clusters
  Score: Raw -776235.816420 + Penalty 2891.346642 = -773344.469778
  nChanged 8
		SP:Iteration 134Q (16862.960000 sec): 3 clusters
  Score: Raw -776236.934227 + Penalty 2891.346642 = -773345.587584
  nChanged 6
		SP:Iteration 135Q (16863.160000 sec): 3 clusters
  Score: Raw -776237.914410 + Penalty 2891.346642 = -773346.567768
  nChanged 4
		SP:Iteration 136Q (16863.390000 sec): 3 clusters
  Score: Raw -776238.606050 + Penalty 2891.346642 = -773347.259408
  nChanged 1
		SP:Iteration 137Q (16863.600000 sec): 3 clusters
  Score: Raw -776238.661303 + Penalty 2891.346642 = -773347.314661
  nChanged 0
		SP:Iteration 138F (16863.810000 sec): 3 clusters
  Score: Raw -776238.661303 + Penalty 2891.346642 = -773347.314661
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16863.940000 sec): 2 clusters
  Score: Raw -220670.021835 + Penalty 1251.224391 = -219418.797444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16864.130000 sec): 3 clusters
  Score: Raw -219739.463719 + Penalty 2502.448782 = -217237.014937
  nChanged 824
		SP:Iteration 1F (16864.350000 sec): 3 clusters
  Score: Raw -220363.548230 + Penalty 2502.448782 = -217861.099448
  nChanged 222
		SP:Iteration 2F (16864.530000 sec): 3 clusters
  Score: Raw -220582.500518 + Penalty 2502.448782 = -218080.051736
  nChanged 126
		SP:Iteration 3F (16864.750000 sec): 3 clusters
  Score: Raw -220678.649646 + Penalty 2502.448782 = -218176.200864
  nChanged 95
		SP:Iteration 4Q (16864.890000 sec): 3 clusters
  Score: Raw -220745.646487 + Penalty 2502.448782 = -218243.197705
  nChanged 68
		SP:Iteration 5Q (16865.090000 sec): 3 clusters
  Score: Raw -220799.402556 + Penalty 2502.448782 = -218296.953774
  nChanged 58
		SP:Iteration 6Q (16865.260000 sec): 3 clusters
  Score: Raw -220837.549053 + Penalty 2502.448782 = -218335.100270
  nChanged 49
		SP:Iteration 7Q (16865.480000 sec): 3 clusters
  Score: Raw -220868.695924 + Penalty 2502.448782 = -218366.247142
  nChanged 37
		SP:Iteration 8Q (16865.680000 sec): 3 clusters
  Score: Raw -220896.408894 + Penalty 2502.448782 = -218393.960111
  nChanged 29
		SP:Iteration 9Q (16865.890000 sec): 3 clusters
  Score: Raw -220916.553716 + Penalty 2502.448782 = -218414.104933
  nChanged 21
		SP:Iteration 10Q (16866.070000 sec): 3 clusters
  Score: Raw -220924.314135 + Penalty 2502.448782 = -218421.865353
  nChanged 7
		SP:Iteration 11Q (16866.260000 sec): 3 clusters
  Score: Raw -220934.271575 + Penalty 2502.448782 = -218431.822793
  nChanged 15
		SP:Iteration 12Q (16866.460000 sec): 3 clusters
  Score: Raw -220941.909400 + Penalty 2502.448782 = -218439.460617
  nChanged 8
		SP:Iteration 13Q (16866.660000 sec): 3 clusters
  Score: Raw -220946.493238 + Penalty 2502.448782 = -218444.044455
  nChanged 7
		SP:Iteration 14Q (16866.860000 sec): 3 clusters
  Score: Raw -220949.518753 + Penalty 2502.448782 = -218447.069971
  nChanged 7
		SP:Iteration 15Q (16867.040000 sec): 3 clusters
  Score: Raw -220953.682639 + Penalty 2502.448782 = -218451.233857
  nChanged 8
		SP:Iteration 16Q (16867.220000 sec): 3 clusters
  Score: Raw -220959.353573 + Penalty 2502.448782 = -218456.904791
  nChanged 13
		SP:Iteration 17Q (16867.440000 sec): 3 clusters
  Score: Raw -220966.252335 + Penalty 2502.448782 = -218463.803553
  nChanged 12
		SP:Iteration 18Q (16867.590000 sec): 3 clusters
  Score: Raw -220972.514552 + Penalty 2502.448782 = -218470.065770
  nChanged 8
		SP:Iteration 19Q (16867.780000 sec): 3 clusters
  Score: Raw -220975.495436 + Penalty 2502.448782 = -218473.046653
  nChanged 6
		SP:Iteration 20F (16867.920000 sec): 3 clusters
  Score: Raw -220977.799538 + Penalty 2502.448782 = -218475.350756
  nChanged 5
		SP:Iteration 21Q (16868.110000 sec): 3 clusters
  Score: Raw -220980.322490 + Penalty 2502.448782 = -218477.873707
  nChanged 8
		SP:Iteration 22Q (16868.320000 sec): 3 clusters
  Score: Raw -220984.103047 + Penalty 2502.448782 = -218481.654265
  nChanged 10
		SP:Iteration 23Q (16868.560000 sec): 3 clusters
  Score: Raw -220988.915180 + Penalty 2502.448782 = -218486.466398
  nChanged 9
		SP:Iteration 24Q (16868.710000 sec): 3 clusters
  Score: Raw -220994.399618 + Penalty 2502.448782 = -218491.950835
  nChanged 9
		SP:Iteration 25Q (16868.910000 sec): 3 clusters
  Score: Raw -220998.907647 + Penalty 2502.448782 = -218496.458865
  nChanged 4
		SP:Iteration 26Q (16869.070000 sec): 3 clusters
  Score: Raw -220999.843693 + Penalty 2502.448782 = -218497.394910
  nChanged 2
		SP:Iteration 27Q (16869.260000 sec): 3 clusters
  Score: Raw -221000.730249 + Penalty 2502.448782 = -218498.281467
  nChanged 2
		SP:Iteration 28Q (16869.460000 sec): 3 clusters
  Score: Raw -221002.295798 + Penalty 2502.448782 = -218499.847016
  nChanged 3
		SP:Iteration 29Q (16869.650000 sec): 3 clusters
  Score: Raw -221003.487919 + Penalty 2502.448782 = -218501.039136
  nChanged 5
		SP:Iteration 30Q (16869.800000 sec): 3 clusters
  Score: Raw -221006.790892 + Penalty 2502.448782 = -218504.342110
  nChanged 3
		SP:Iteration 31Q (16869.970000 sec): 3 clusters
  Score: Raw -221009.029365 + Penalty 2502.448782 = -218506.580583
  nChanged 6
		SP:Iteration 32Q (16870.120000 sec): 3 clusters
  Score: Raw -221012.471615 + Penalty 2502.448782 = -218510.022832
  nChanged 6
		SP:Iteration 33Q (16870.300000 sec): 3 clusters
  Score: Raw -221015.908403 + Penalty 2502.448782 = -218513.459620
  nChanged 10
		SP:Iteration 34Q (16870.500000 sec): 3 clusters
  Score: Raw -221020.966898 + Penalty 2502.448782 = -218518.518116
  nChanged 8
		SP:Iteration 35Q (16870.660000 sec): 3 clusters
  Score: Raw -221029.254071 + Penalty 2502.448782 = -218526.805289
  nChanged 19
		SP:Iteration 36Q (16870.860000 sec): 3 clusters
  Score: Raw -221041.687666 + Penalty 2502.448782 = -218539.238884
  nChanged 19
		SP:Iteration 37Q (16871.020000 sec): 3 clusters
  Score: Raw -221053.845117 + Penalty 2502.448782 = -218551.396334
  nChanged 18
		SP:Iteration 38Q (16871.210000 sec): 3 clusters
  Score: Raw -221064.125647 + Penalty 2502.448782 = -218561.676864
  nChanged 15
		SP:Iteration 39Q (16871.350000 sec): 3 clusters
  Score: Raw -221073.862120 + Penalty 2502.448782 = -218571.413337
  nChanged 18
		SP:Iteration 40F (16871.590000 sec): 3 clusters
  Score: Raw -221085.679768 + Penalty 2502.448782 = -218583.230986
  nChanged 15
		SP:Iteration 41Q (16871.750000 sec): 3 clusters
  Score: Raw -221092.521058 + Penalty 2502.448782 = -218590.072275
  nChanged 10
		SP:Iteration 42Q (16871.960000 sec): 3 clusters
  Score: Raw -221096.643996 + Penalty 2502.448782 = -218594.195213
  nChanged 10
		SP:Iteration 43Q (16872.110000 sec): 3 clusters
  Score: Raw -221102.179500 + Penalty 2502.448782 = -218599.730717
  nChanged 10
		SP:Iteration 44Q (16872.310000 sec): 3 clusters
  Score: Raw -221106.731368 + Penalty 2502.448782 = -218604.282586
  nChanged 9
		SP:Iteration 45Q (16872.490000 sec): 3 clusters
  Score: Raw -221110.716558 + Penalty 2502.448782 = -218608.267775
  nChanged 9
		SP:Iteration 46Q (16872.670000 sec): 3 clusters
  Score: Raw -221116.160875 + Penalty 2502.448782 = -218613.712092
  nChanged 11
		SP:Iteration 47Q (16872.910000 sec): 3 clusters
  Score: Raw -221122.918221 + Penalty 2502.448782 = -218620.469438
  nChanged 12
		SP:Iteration 48Q (16873.100000 sec): 3 clusters
  Score: Raw -221131.396297 + Penalty 2502.448782 = -218628.947515
  nChanged 14
		SP:Iteration 49Q (16873.340000 sec): 3 clusters
  Score: Raw -221140.105713 + Penalty 2502.448782 = -218637.656931
  nChanged 7
		SP:Iteration 50Q (16873.500000 sec): 3 clusters
  Score: Raw -221143.547099 + Penalty 2502.448782 = -218641.098316
  nChanged 8
		SP:Iteration 51Q (16873.690000 sec): 3 clusters
  Score: Raw -221147.856674 + Penalty 2502.448782 = -218645.407892
  nChanged 8
		SP:Iteration 52Q (16873.850000 sec): 3 clusters
  Score: Raw -221151.121835 + Penalty 2502.448782 = -218648.673052
  nChanged 10
		SP:Iteration 53Q (16874.070000 sec): 3 clusters
  Score: Raw -221155.679855 + Penalty 2502.448782 = -218653.231073
  nChanged 9
		SP:Iteration 54Q (16874.280000 sec): 3 clusters
  Score: Raw -221159.901181 + Penalty 2502.448782 = -218657.452398
  nChanged 8
		SP:Iteration 55Q (16874.500000 sec): 3 clusters
  Score: Raw -221163.630298 + Penalty 2502.448782 = -218661.181516
  nChanged 4
		SP:Iteration 56Q (16874.710000 sec): 3 clusters
  Score: Raw -221166.779753 + Penalty 2502.448782 = -218664.330971
  nChanged 11
		SP:Iteration 57Q (16874.870000 sec): 3 clusters
  Score: Raw -221174.075580 + Penalty 2502.448782 = -218671.626798
  nChanged 6
		SP:Iteration 58Q (16875.060000 sec): 3 clusters
  Score: Raw -221177.380339 + Penalty 2502.448782 = -218674.931557
  nChanged 5
		SP:Iteration 59Q (16875.290000 sec): 3 clusters
  Score: Raw -221180.071335 + Penalty 2502.448782 = -218677.622553
  nChanged 10
		SP:Iteration 60F (16875.490000 sec): 3 clusters
  Score: Raw -221185.477497 + Penalty 2502.448782 = -218683.028715
  nChanged 13
		SP:Iteration 61Q (16875.760000 sec): 3 clusters
  Score: Raw -221192.379471 + Penalty 2502.448782 = -218689.930688
  nChanged 10
		SP:Iteration 62Q (16875.930000 sec): 3 clusters
  Score: Raw -221197.574856 + Penalty 2502.448782 = -218695.126073
  nChanged 6
		SP:Iteration 63Q (16876.080000 sec): 3 clusters
  Score: Raw -221199.387794 + Penalty 2502.448782 = -218696.939011
  nChanged 3
		SP:Iteration 64Q (16876.240000 sec): 3 clusters
  Score: Raw -221201.771583 + Penalty 2502.448782 = -218699.322801
  nChanged 5
		SP:Iteration 65Q (16876.470000 sec): 3 clusters
  Score: Raw -221203.969949 + Penalty 2502.448782 = -218701.521166
  nChanged 1
		SP:Iteration 66Q (16876.710000 sec): 3 clusters
  Score: Raw -221204.145069 + Penalty 2502.448782 = -218701.696287
  nChanged 0
		SP:Iteration 67F (16876.920000 sec): 3 clusters
  Score: Raw -221204.145069 + Penalty 2502.448782 = -218701.696287
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16877.070000 sec): 2 clusters
  Score: Raw -545518.823008 + Penalty 1398.969462 = -544119.853545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16877.330000 sec): 3 clusters
  Score: Raw -542604.677622 + Penalty 2797.938925 = -539806.738697
  nChanged 2243
		SP:Iteration 1F (16877.600000 sec): 3 clusters
  Score: Raw -543880.575530 + Penalty 2797.938925 = -541082.636606
  nChanged 393
		SP:Iteration 2F (16877.820000 sec): 3 clusters
  Score: Raw -544072.242971 + Penalty 2797.938925 = -541274.304047
  nChanged 301
		SP:Iteration 3F (16878.060000 sec): 3 clusters
  Score: Raw -544228.972374 + Penalty 2797.938925 = -541431.033449
  nChanged 259
		SP:Iteration 4Q (16878.310000 sec): 3 clusters
  Score: Raw -544372.866247 + Penalty 2797.938925 = -541574.927322
  nChanged 217
		SP:Iteration 5Q (16878.570000 sec): 3 clusters
  Score: Raw -544489.290264 + Penalty 2797.938925 = -541691.351339
  nChanged 189
		SP:Iteration 6Q (16878.800000 sec): 3 clusters
  Score: Raw -544591.137900 + Penalty 2797.938925 = -541793.198975
  nChanged 174
		SP:Iteration 7Q (16879.060000 sec): 3 clusters
  Score: Raw -544693.156405 + Penalty 2797.938925 = -541895.217480
  nChanged 165
		SP:Iteration 8Q (16879.310000 sec): 3 clusters
  Score: Raw -544811.968738 + Penalty 2797.938925 = -542014.029814
  nChanged 168
		SP:Iteration 9Q (16879.490000 sec): 3 clusters
  Score: Raw -544926.719421 + Penalty 2797.938925 = -542128.780497
  nChanged 165
		SP:Iteration 10Q (16879.690000 sec): 3 clusters
  Score: Raw -545044.415367 + Penalty 2797.938925 = -542246.476442
  nChanged 168
		SP:Iteration 11Q (16879.930000 sec): 3 clusters
  Score: Raw -545160.179828 + Penalty 2797.938925 = -542362.240903
  nChanged 178
		SP:Iteration 12Q (16880.100000 sec): 3 clusters
  Score: Raw -545275.341918 + Penalty 2797.938925 = -542477.402993
  nChanged 146
		SP:Iteration 13Q (16880.320000 sec): 3 clusters
  Score: Raw -545388.217055 + Penalty 2797.938925 = -542590.278130
  nChanged 163
		SP:Iteration 14Q (16880.550000 sec): 3 clusters
  Score: Raw -545507.043454 + Penalty 2797.938925 = -542709.104530
  nChanged 155
		SP:Iteration 15Q (16880.750000 sec): 3 clusters
  Score: Raw -545625.817162 + Penalty 2797.938925 = -542827.878237
  nChanged 129
		SP:Iteration 16Q (16880.950000 sec): 3 clusters
  Score: Raw -545719.862311 + Penalty 2797.938925 = -542921.923386
  nChanged 105
		SP:Iteration 17Q (16881.150000 sec): 3 clusters
  Score: Raw -545787.762954 + Penalty 2797.938925 = -542989.824030
  nChanged 85
		SP:Iteration 18Q (16881.340000 sec): 3 clusters
  Score: Raw -545843.655421 + Penalty 2797.938925 = -543045.716497
  nChanged 68
		SP:Iteration 19Q (16881.560000 sec): 3 clusters
  Score: Raw -545889.527326 + Penalty 2797.938925 = -543091.588401
  nChanged 66
		SP:Iteration 20F (16881.770000 sec): 3 clusters
  Score: Raw -545920.207284 + Penalty 2797.938925 = -543122.268360
  nChanged 54
		SP:Iteration 21Q (16882.010000 sec): 3 clusters
  Score: Raw -545937.867345 + Penalty 2797.938925 = -543139.928421
  nChanged 42
		SP:Iteration 22Q (16882.210000 sec): 3 clusters
  Score: Raw -545952.961658 + Penalty 2797.938925 = -543155.022733
  nChanged 27
		SP:Iteration 23Q (16882.450000 sec): 3 clusters
  Score: Raw -545960.629139 + Penalty 2797.938925 = -543162.690214
  nChanged 17
		SP:Iteration 24Q (16882.700000 sec): 3 clusters
  Score: Raw -545964.692370 + Penalty 2797.938925 = -543166.753445
  nChanged 18
		SP:Iteration 25Q (16882.870000 sec): 3 clusters
  Score: Raw -545968.414717 + Penalty 2797.938925 = -543170.475792
  nChanged 11
		SP:Iteration 26Q (16883.090000 sec): 3 clusters
  Score: Raw -545970.670213 + Penalty 2797.938925 = -543172.731289
  nChanged 6
		SP:Iteration 27Q (16883.350000 sec): 3 clusters
  Score: Raw -545972.252613 + Penalty 2797.938925 = -543174.313689
  nChanged 10
		SP:Iteration 28Q (16883.540000 sec): 3 clusters
  Score: Raw -545974.517799 + Penalty 2797.938925 = -543176.578875
  nChanged 7
		SP:Iteration 29Q (16883.760000 sec): 3 clusters
  Score: Raw -545977.773179 + Penalty 2797.938925 = -543179.834254
  nChanged 10
		SP:Iteration 30Q (16883.960000 sec): 3 clusters
  Score: Raw -545981.449073 + Penalty 2797.938925 = -543183.510149
  nChanged 13
		SP:Iteration 31Q (16884.200000 sec): 3 clusters
  Score: Raw -545984.629636 + Penalty 2797.938925 = -543186.690711
  nChanged 10
		SP:Iteration 32Q (16884.370000 sec): 3 clusters
  Score: Raw -545986.295972 + Penalty 2797.938925 = -543188.357048
  nChanged 6
		SP:Iteration 33Q (16884.630000 sec): 3 clusters
  Score: Raw -545987.520121 + Penalty 2797.938925 = -543189.581197
  nChanged 5
		SP:Iteration 34Q (16884.770000 sec): 3 clusters
  Score: Raw -545988.191547 + Penalty 2797.938925 = -543190.252623
  nChanged 4
		SP:Iteration 35Q (16884.950000 sec): 3 clusters
  Score: Raw -545988.694630 + Penalty 2797.938925 = -543190.755705
  nChanged 2
		SP:Iteration 36Q (16885.200000 sec): 3 clusters
  Score: Raw -545988.783177 + Penalty 2797.938925 = -543190.844252
  nChanged 1
		SP:Iteration 37Q (16885.390000 sec): 3 clusters
  Score: Raw -545989.211416 + Penalty 2797.938925 = -543191.272492
  nChanged 0
		SP:Iteration 38F (16885.650000 sec): 3 clusters
  Score: Raw -545989.211416 + Penalty 2797.938925 = -543191.272492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16885.750000 sec): 2 clusters
  Score: Raw -53437.066665 + Penalty 1018.420089 = -52418.646575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16885.970000 sec): 3 clusters
  Score: Raw -53408.084449 + Penalty 2036.840178 = -51371.244271
  nChanged 130
		SP:Iteration 1F (16886.140000 sec): 3 clusters
  Score: Raw -53628.500030 + Penalty 2036.840178 = -51591.659852
  nChanged 34
		SP:Iteration 2F (16886.370000 sec): 3 clusters
  Score: Raw -53706.423363 + Penalty 2036.840178 = -51669.583185
  nChanged 21
		SP:Iteration 3Q (16886.570000 sec): 3 clusters
  Score: Raw -53738.472645 + Penalty 2036.840178 = -51701.632467
  nChanged 15
		SP:Iteration 4Q (16886.790000 sec): 3 clusters
  Score: Raw -53757.173028 + Penalty 2036.840178 = -51720.332850
  nChanged 19
		SP:Iteration 5Q (16886.950000 sec): 3 clusters
  Score: Raw -53793.043675 + Penalty 2036.840178 = -51756.203496
  nChanged 14
		SP:Iteration 6Q (16887.190000 sec): 3 clusters
  Score: Raw -53813.839056 + Penalty 2036.840178 = -51776.998878
  nChanged 11
		SP:Iteration 7Q (16887.380000 sec): 3 clusters
  Score: Raw -53828.739713 + Penalty 2036.840178 = -51791.899535
  nChanged 8
		SP:Iteration 8Q (16887.570000 sec): 3 clusters
  Score: Raw -53864.991108 + Penalty 2036.840178 = -51828.150930
  nChanged 14
		SP:Iteration 9Q (16887.790000 sec): 3 clusters
  Score: Raw -53912.924417 + Penalty 2036.840178 = -51876.084239
  nChanged 14
		SP:Iteration 10Q (16887.930000 sec): 3 clusters
  Score: Raw -53951.700664 + Penalty 2036.840178 = -51914.860485
  nChanged 12
		SP:Iteration 11Q (16888.130000 sec): 3 clusters
  Score: Raw -53971.990201 + Penalty 2036.840178 = -51935.150023
  nChanged 12
		SP:Iteration 12Q (16888.390000 sec): 3 clusters
  Score: Raw -53997.430710 + Penalty 2036.840178 = -51960.590532
  nChanged 9
		SP:Iteration 13Q (16888.560000 sec): 3 clusters
  Score: Raw -54012.522416 + Penalty 2036.840178 = -51975.682237
  nChanged 6
		SP:Iteration 14Q (16888.790000 sec): 3 clusters
  Score: Raw -54029.395920 + Penalty 2036.840178 = -51992.555742
  nChanged 5
		SP:Iteration 15Q (16888.980000 sec): 3 clusters
  Score: Raw -54041.293991 + Penalty 2036.840178 = -52004.453813
  nChanged 3
		SP:Iteration 16Q (16889.160000 sec): 3 clusters
  Score: Raw -54046.773644 + Penalty 2036.840178 = -52009.933466
  nChanged 1
		SP:Iteration 17Q (16889.330000 sec): 3 clusters
  Score: Raw -54047.610506 + Penalty 2036.840178 = -52010.770327
  nChanged 1
		SP:Iteration 18Q (16889.500000 sec): 3 clusters
  Score: Raw -54048.562165 + Penalty 2036.840178 = -52011.721987
  nChanged 1
		SP:Iteration 19Q (16889.740000 sec): 3 clusters
  Score: Raw -54051.005215 + Penalty 2036.840178 = -52014.165036
  nChanged 0
		SP:Iteration 20F (16889.900000 sec): 3 clusters
  Score: Raw -54051.005215 + Penalty 2036.840178 = -52014.165036
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16890.010000 sec): 2 clusters
  Score: Raw -316489.332313 + Penalty 1295.637758 = -315193.694555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16890.270000 sec): 3 clusters
  Score: Raw -315116.504379 + Penalty 2591.275516 = -312525.228863
  nChanged 1065
		SP:Iteration 1F (16890.410000 sec): 3 clusters
  Score: Raw -315737.877794 + Penalty 2591.275516 = -313146.602278
  nChanged 227
		SP:Iteration 2F (16890.640000 sec): 3 clusters
  Score: Raw -315916.013909 + Penalty 2591.275516 = -313324.738393
  nChanged 149
		SP:Iteration 3F (16890.830000 sec): 3 clusters
  Score: Raw -316050.416197 + Penalty 2591.275516 = -313459.140681
  nChanged 108
		SP:Iteration 4Q (16890.980000 sec): 3 clusters
  Score: Raw -316116.543260 + Penalty 2591.275516 = -313525.267744
  nChanged 99
		SP:Iteration 5Q (16891.140000 sec): 3 clusters
  Score: Raw -316179.275119 + Penalty 2591.275516 = -313587.999603
  nChanged 77
		SP:Iteration 6Q (16891.390000 sec): 3 clusters
  Score: Raw -316240.444003 + Penalty 2591.275516 = -313649.168487
  nChanged 70
		SP:Iteration 7Q (16891.570000 sec): 3 clusters
  Score: Raw -316290.571454 + Penalty 2591.275516 = -313699.295939
  nChanged 65
		SP:Iteration 8Q (16891.740000 sec): 3 clusters
  Score: Raw -316327.224107 + Penalty 2591.275516 = -313735.948591
  nChanged 57
		SP:Iteration 9Q (16891.910000 sec): 3 clusters
  Score: Raw -316366.794949 + Penalty 2591.275516 = -313775.519433
  nChanged 72
		SP:Iteration 10Q (16892.080000 sec): 3 clusters
  Score: Raw -316422.057529 + Penalty 2591.275516 = -313830.782014
  nChanged 72
		SP:Iteration 11Q (16892.270000 sec): 3 clusters
  Score: Raw -316468.544677 + Penalty 2591.275516 = -313877.269161
  nChanged 56
		SP:Iteration 12Q (16892.490000 sec): 3 clusters
  Score: Raw -316500.820221 + Penalty 2591.275516 = -313909.544705
  nChanged 49
		SP:Iteration 13Q (16892.620000 sec): 3 clusters
  Score: Raw -316525.101067 + Penalty 2591.275516 = -313933.825551
  nChanged 41
		SP:Iteration 14Q (16892.820000 sec): 3 clusters
  Score: Raw -316547.012055 + Penalty 2591.275516 = -313955.736539
  nChanged 28
		SP:Iteration 15Q (16893.060000 sec): 3 clusters
  Score: Raw -316560.701536 + Penalty 2591.275516 = -313969.426020
  nChanged 20
		SP:Iteration 16Q (16893.270000 sec): 3 clusters
  Score: Raw -316572.544483 + Penalty 2591.275516 = -313981.268967
  nChanged 12
		SP:Iteration 17Q (16893.500000 sec): 3 clusters
  Score: Raw -316580.630410 + Penalty 2591.275516 = -313989.354894
  nChanged 15
		SP:Iteration 18Q (16893.730000 sec): 3 clusters
  Score: Raw -316592.211881 + Penalty 2591.275516 = -314000.936365
  nChanged 13
		SP:Iteration 19Q (16893.900000 sec): 3 clusters
  Score: Raw -316599.295552 + Penalty 2591.275516 = -314008.020036
  nChanged 7
		SP:Iteration 20F (16894.110000 sec): 3 clusters
  Score: Raw -316602.088982 + Penalty 2591.275516 = -314010.813466
  nChanged 5
		SP:Iteration 21Q (16894.310000 sec): 3 clusters
  Score: Raw -316603.588393 + Penalty 2591.275516 = -314012.312877
  nChanged 4
		SP:Iteration 22Q (16894.480000 sec): 3 clusters
  Score: Raw -316605.551954 + Penalty 2591.275516 = -314014.276438
  nChanged 2
		SP:Iteration 23Q (16894.690000 sec): 3 clusters
  Score: Raw -316606.252242 + Penalty 2591.275516 = -314014.976727
  nChanged 1
		SP:Iteration 24Q (16894.850000 sec): 3 clusters
  Score: Raw -316606.700655 + Penalty 2591.275516 = -314015.425139
  nChanged 1
		SP:Iteration 25Q (16895.060000 sec): 3 clusters
  Score: Raw -316607.073247 + Penalty 2591.275516 = -314015.797731
  nChanged 2
		SP:Iteration 26Q (16895.240000 sec): 3 clusters
  Score: Raw -316607.607940 + Penalty 2591.275516 = -314016.332424
  nChanged 3
		SP:Iteration 27Q (16895.430000 sec): 3 clusters
  Score: Raw -316608.665929 + Penalty 2591.275516 = -314017.390413
  nChanged 3
		SP:Iteration 28Q (16895.670000 sec): 3 clusters
  Score: Raw -316609.741089 + Penalty 2591.275516 = -314018.465573
  nChanged 3
		SP:Iteration 29Q (16895.840000 sec): 3 clusters
  Score: Raw -316610.615733 + Penalty 2591.275516 = -314019.340217
  nChanged 3
		SP:Iteration 30Q (16896.050000 sec): 3 clusters
  Score: Raw -316612.933981 + Penalty 2591.275516 = -314021.658466
  nChanged 4
		SP:Iteration 31Q (16896.250000 sec): 3 clusters
  Score: Raw -316614.881549 + Penalty 2591.275516 = -314023.606033
  nChanged 2
		SP:Iteration 32Q (16896.460000 sec): 3 clusters
  Score: Raw -316616.172409 + Penalty 2591.275516 = -314024.896894
  nChanged 3
		SP:Iteration 33Q (16896.650000 sec): 3 clusters
  Score: Raw -316617.404844 + Penalty 2591.275516 = -314026.129329
  nChanged 1
		SP:Iteration 34Q (16896.820000 sec): 3 clusters
  Score: Raw -316617.960150 + Penalty 2591.275516 = -314026.684634
  nChanged 0
		SP:Iteration 35F (16896.980000 sec): 3 clusters
  Score: Raw -316617.960150 + Penalty 2591.275516 = -314026.684634
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (8453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16897.120000 sec): 2 clusters
  Score: Raw -894139.646067 + Penalty 1469.369962 = -892670.276105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16897.350000 sec): 3 clusters
  Score: Raw -889425.167200 + Penalty 2938.739923 = -886486.427277
  nChanged 3636
		SP:Iteration 1F (16897.580000 sec): 3 clusters
  Score: Raw -891523.935588 + Penalty 2938.739923 = -888585.195665
  nChanged 609
		SP:Iteration 2F (16897.820000 sec): 3 clusters
  Score: Raw -891829.187108 + Penalty 2938.739923 = -888890.447185
  nChanged 486
		SP:Iteration 3F (16898.070000 sec): 3 clusters
  Score: Raw -892092.909144 + Penalty 2938.739923 = -889154.169221
  nChanged 473
		SP:Iteration 4F (16898.280000 sec): 3 clusters
  Score: Raw -892382.469394 + Penalty 2938.739923 = -889443.729471
  nChanged 473
		SP:Iteration 5F (16898.540000 sec): 3 clusters
  Score: Raw -892696.295167 + Penalty 2938.739923 = -889757.555244
  nChanged 480
		SP:Iteration 6F (16898.760000 sec): 3 clusters
  Score: Raw -893041.251697 + Penalty 2938.739923 = -890102.511774
  nChanged 473
		SP:Iteration 7F (16898.930000 sec): 3 clusters
  Score: Raw -893412.401518 + Penalty 2938.739923 = -890473.661594
  nChanged 400
		SP:Iteration 8Q (16899.190000 sec): 3 clusters
  Score: Raw -893738.811566 + Penalty 2938.739923 = -890800.071643
  nChanged 331
		SP:Iteration 9Q (16899.460000 sec): 3 clusters
  Score: Raw -894040.562732 + Penalty 2938.739923 = -891101.822809
  nChanged 260
		SP:Iteration 10Q (16899.630000 sec): 3 clusters
  Score: Raw -894333.309853 + Penalty 2938.739923 = -891394.569930
  nChanged 210
		SP:Iteration 11Q (16899.860000 sec): 3 clusters
  Score: Raw -894544.865910 + Penalty 2938.739923 = -891606.125987
  nChanged 170
		SP:Iteration 12Q (16900.060000 sec): 3 clusters
  Score: Raw -894697.142242 + Penalty 2938.739923 = -891758.402319
  nChanged 148
		SP:Iteration 13Q (16900.290000 sec): 3 clusters
  Score: Raw -894856.534564 + Penalty 2938.739923 = -891917.794640
  nChanged 112
		SP:Iteration 14Q (16900.480000 sec): 3 clusters
  Score: Raw -894987.398535 + Penalty 2938.739923 = -892048.658612
  nChanged 73
		SP:Iteration 15Q (16900.710000 sec): 3 clusters
  Score: Raw -895089.667164 + Penalty 2938.739923 = -892150.927241
  nChanged 56
		SP:Iteration 16Q (16900.950000 sec): 3 clusters
  Score: Raw -895185.832019 + Penalty 2938.739923 = -892247.092095
  nChanged 46
		SP:Iteration 17Q (16901.140000 sec): 3 clusters
  Score: Raw -895293.642004 + Penalty 2938.739923 = -892354.902081
  nChanged 35
		SP:Iteration 18Q (16901.350000 sec): 3 clusters
  Score: Raw -895394.747616 + Penalty 2938.739923 = -892456.007693
  nChanged 36
		SP:Iteration 19Q (16901.530000 sec): 3 clusters
  Score: Raw -895481.985376 + Penalty 2938.739923 = -892543.245453
  nChanged 31
		SP:Iteration 20F (16901.730000 sec): 3 clusters
  Score: Raw -895562.703608 + Penalty 2938.739923 = -892623.963685
  nChanged 25
		SP:Iteration 21Q (16901.970000 sec): 3 clusters
  Score: Raw -895609.053090 + Penalty 2938.739923 = -892670.313167
  nChanged 18
		SP:Iteration 22Q (16902.150000 sec): 3 clusters
  Score: Raw -895640.195478 + Penalty 2938.739923 = -892701.455555
  nChanged 16
		SP:Iteration 23Q (16902.380000 sec): 3 clusters
  Score: Raw -895657.401671 + Penalty 2938.739923 = -892718.661748
  nChanged 7
		SP:Iteration 24Q (16902.580000 sec): 3 clusters
  Score: Raw -895663.176118 + Penalty 2938.739923 = -892724.436194
  nChanged 1
		SP:Iteration 25Q (16902.860000 sec): 3 clusters
  Score: Raw -895664.205854 + Penalty 2938.739923 = -892725.465930
  nChanged 1
		SP:Iteration 26Q (16903.080000 sec): 3 clusters
  Score: Raw -895665.211469 + Penalty 2938.739923 = -892726.471546
  nChanged 0
		SP:Iteration 27F (16903.280000 sec): 3 clusters
  Score: Raw -895665.211469 + Penalty 2938.739923 = -892726.471546
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16903.410000 sec): 2 clusters
  Score: Raw -590640.465820 + Penalty 1411.791568 = -589228.674252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16903.610000 sec): 3 clusters
  Score: Raw -587530.580711 + Penalty 2823.583136 = -584706.997575
  nChanged 2496
		SP:Iteration 1F (16903.840000 sec): 3 clusters
  Score: Raw -589014.627773 + Penalty 2823.583136 = -586191.044637
  nChanged 485
		SP:Iteration 2F (16904.040000 sec): 3 clusters
  Score: Raw -589328.975147 + Penalty 2823.583136 = -586505.392010
  nChanged 388
		SP:Iteration 3F (16904.270000 sec): 3 clusters
  Score: Raw -589573.666872 + Penalty 2823.583136 = -586750.083735
  nChanged 344
		SP:Iteration 4F (16904.490000 sec): 3 clusters
  Score: Raw -589786.669733 + Penalty 2823.583136 = -586963.086597
  nChanged 312
		SP:Iteration 5F (16904.730000 sec): 3 clusters
  Score: Raw -589989.635993 + Penalty 2823.583136 = -587166.052856
  nChanged 284
		SP:Iteration 6Q (16904.970000 sec): 3 clusters
  Score: Raw -590162.337215 + Penalty 2823.583136 = -587338.754079
  nChanged 214
		SP:Iteration 7Q (16905.200000 sec): 3 clusters
  Score: Raw -590270.801395 + Penalty 2823.583136 = -587447.218259
  nChanged 178
		SP:Iteration 8Q (16905.390000 sec): 3 clusters
  Score: Raw -590358.370615 + Penalty 2823.583136 = -587534.787478
  nChanged 157
		SP:Iteration 9Q (16905.620000 sec): 3 clusters
  Score: Raw -590437.266247 + Penalty 2823.583136 = -587613.683111
  nChanged 135
		SP:Iteration 10Q (16905.870000 sec): 3 clusters
  Score: Raw -590498.099397 + Penalty 2823.583136 = -587674.516260
  nChanged 119
		SP:Iteration 11Q (16906.110000 sec): 3 clusters
  Score: Raw -590554.684483 + Penalty 2823.583136 = -587731.101347
  nChanged 95
		SP:Iteration 12Q (16906.330000 sec): 3 clusters
  Score: Raw -590597.429771 + Penalty 2823.583136 = -587773.846634
  nChanged 69
		SP:Iteration 13Q (16906.590000 sec): 3 clusters
  Score: Raw -590634.471166 + Penalty 2823.583136 = -587810.888030
  nChanged 79
		SP:Iteration 14Q (16906.810000 sec): 3 clusters
  Score: Raw -590672.314202 + Penalty 2823.583136 = -587848.731066
  nChanged 57
		SP:Iteration 15Q (16907.050000 sec): 3 clusters
  Score: Raw -590700.988059 + Penalty 2823.583136 = -587877.404923
  nChanged 44
		SP:Iteration 16Q (16907.250000 sec): 3 clusters
  Score: Raw -590721.822524 + Penalty 2823.583136 = -587898.239387
  nChanged 42
		SP:Iteration 17Q (16907.490000 sec): 3 clusters
  Score: Raw -590742.072544 + Penalty 2823.583136 = -587918.489408
  nChanged 42
		SP:Iteration 18Q (16907.730000 sec): 3 clusters
  Score: Raw -590761.388173 + Penalty 2823.583136 = -587937.805036
  nChanged 38
		SP:Iteration 19Q (16907.900000 sec): 3 clusters
  Score: Raw -590778.249699 + Penalty 2823.583136 = -587954.666563
  nChanged 31
		SP:Iteration 20F (16908.110000 sec): 3 clusters
  Score: Raw -590793.907948 + Penalty 2823.583136 = -587970.324812
  nChanged 35
		SP:Iteration 21Q (16908.320000 sec): 3 clusters
  Score: Raw -590813.762419 + Penalty 2823.583136 = -587990.179282
  nChanged 30
		SP:Iteration 22Q (16908.590000 sec): 3 clusters
  Score: Raw -590828.177473 + Penalty 2823.583136 = -588004.594336
  nChanged 30
		SP:Iteration 23Q (16908.810000 sec): 3 clusters
  Score: Raw -590842.054245 + Penalty 2823.583136 = -588018.471108
  nChanged 20
		SP:Iteration 24Q (16909.050000 sec): 3 clusters
  Score: Raw -590850.191205 + Penalty 2823.583136 = -588026.608069
  nChanged 24
		SP:Iteration 25Q (16909.260000 sec): 3 clusters
  Score: Raw -590863.558552 + Penalty 2823.583136 = -588039.975415
  nChanged 21
		SP:Iteration 26Q (16909.460000 sec): 3 clusters
  Score: Raw -590874.302466 + Penalty 2823.583136 = -588050.719330
  nChanged 22
		SP:Iteration 27Q (16909.690000 sec): 3 clusters
  Score: Raw -590885.126508 + Penalty 2823.583136 = -588061.543372
  nChanged 20
		SP:Iteration 28Q (16909.990000 sec): 3 clusters
  Score: Raw -590895.489644 + Penalty 2823.583136 = -588071.906508
  nChanged 16
		SP:Iteration 29Q (16910.230000 sec): 3 clusters
  Score: Raw -590901.871844 + Penalty 2823.583136 = -588078.288708
  nChanged 11
		SP:Iteration 30Q (16910.430000 sec): 3 clusters
  Score: Raw -590904.840142 + Penalty 2823.583136 = -588081.257006
  nChanged 6
		SP:Iteration 31Q (16910.640000 sec): 3 clusters
  Score: Raw -590906.781361 + Penalty 2823.583136 = -588083.198225
  nChanged 9
		SP:Iteration 32Q (16910.880000 sec): 3 clusters
  Score: Raw -590910.084081 + Penalty 2823.583136 = -588086.500945
  nChanged 5
		SP:Iteration 33Q (16911.070000 sec): 3 clusters
  Score: Raw -590912.104065 + Penalty 2823.583136 = -588088.520929
  nChanged 2
		SP:Iteration 34Q (16911.290000 sec): 3 clusters
  Score: Raw -590912.632054 + Penalty 2823.583136 = -588089.048917
  nChanged 2
		SP:Iteration 35Q (16911.500000 sec): 3 clusters
  Score: Raw -590913.065334 + Penalty 2823.583136 = -588089.482197
  nChanged 3
		SP:Iteration 36Q (16911.720000 sec): 3 clusters
  Score: Raw -590913.832187 + Penalty 2823.583136 = -588090.249051
  nChanged 1
		SP:Iteration 37Q (16911.930000 sec): 3 clusters
  Score: Raw -590914.189682 + Penalty 2823.583136 = -588090.606546
  nChanged 1
		SP:Iteration 38Q (16912.140000 sec): 3 clusters
  Score: Raw -590914.445268 + Penalty 2823.583136 = -588090.862132
  nChanged 2
		SP:Iteration 39Q (16912.310000 sec): 3 clusters
  Score: Raw -590914.721652 + Penalty 2823.583136 = -588091.138515
  nChanged 3
		SP:Iteration 40F (16912.500000 sec): 3 clusters
  Score: Raw -590915.267378 + Penalty 2823.583136 = -588091.684242
  nChanged 2
		SP:Iteration 41Q (16912.680000 sec): 3 clusters
  Score: Raw -590915.550061 + Penalty 2823.583136 = -588091.966924
  nChanged 0
		SP:Iteration 42F (16912.910000 sec): 3 clusters
  Score: Raw -590915.550061 + Penalty 2823.583136 = -588091.966924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16913.010000 sec): 2 clusters
  Score: Raw -393053.451295 + Penalty 1359.761760 = -391693.689535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16913.200000 sec): 3 clusters
  Score: Raw -390854.426285 + Penalty 2719.523520 = -388134.902764
  nChanged 1727
		SP:Iteration 1F (16913.440000 sec): 3 clusters
  Score: Raw -391976.397286 + Penalty 2719.523520 = -389256.873766
  nChanged 431
		SP:Iteration 2F (16913.630000 sec): 3 clusters
  Score: Raw -392340.590897 + Penalty 2719.523520 = -389621.067376
  nChanged 344
		SP:Iteration 3F (16913.820000 sec): 3 clusters
  Score: Raw -392618.550045 + Penalty 2719.523520 = -389899.026524
  nChanged 280
		SP:Iteration 4F (16914.000000 sec): 3 clusters
  Score: Raw -392852.917790 + Penalty 2719.523520 = -390133.394270
  nChanged 218
		SP:Iteration 5F (16914.240000 sec): 3 clusters
  Score: Raw -392985.778239 + Penalty 2719.523520 = -390266.254719
  nChanged 165
		SP:Iteration 6Q (16914.430000 sec): 3 clusters
  Score: Raw -393083.189830 + Penalty 2719.523520 = -390363.666310
  nChanged 114
		SP:Iteration 7Q (16914.630000 sec): 3 clusters
  Score: Raw -393139.173645 + Penalty 2719.523520 = -390419.650125
  nChanged 87
		SP:Iteration 8Q (16914.860000 sec): 3 clusters
  Score: Raw -393180.481792 + Penalty 2719.523520 = -390460.958272
  nChanged 80
		SP:Iteration 9Q (16915.060000 sec): 3 clusters
  Score: Raw -393213.014034 + Penalty 2719.523520 = -390493.490514
  nChanged 66
		SP:Iteration 10Q (16915.260000 sec): 3 clusters
  Score: Raw -393241.360452 + Penalty 2719.523520 = -390521.836931
  nChanged 73
		SP:Iteration 11Q (16915.470000 sec): 3 clusters
  Score: Raw -393270.460929 + Penalty 2719.523520 = -390550.937409
  nChanged 57
		SP:Iteration 12Q (16915.660000 sec): 3 clusters
  Score: Raw -393293.431205 + Penalty 2719.523520 = -390573.907685
  nChanged 57
		SP:Iteration 13Q (16915.860000 sec): 3 clusters
  Score: Raw -393312.885522 + Penalty 2719.523520 = -390593.362002
  nChanged 49
		SP:Iteration 14Q (16916.070000 sec): 3 clusters
  Score: Raw -393330.601593 + Penalty 2719.523520 = -390611.078072
  nChanged 47
		SP:Iteration 15Q (16916.200000 sec): 3 clusters
  Score: Raw -393346.958211 + Penalty 2719.523520 = -390627.434691
  nChanged 32
		SP:Iteration 16Q (16916.450000 sec): 3 clusters
  Score: Raw -393360.897376 + Penalty 2719.523520 = -390641.373855
  nChanged 34
		SP:Iteration 17Q (16916.660000 sec): 3 clusters
  Score: Raw -393372.482955 + Penalty 2719.523520 = -390652.959435
  nChanged 31
		SP:Iteration 18Q (16916.830000 sec): 3 clusters
  Score: Raw -393384.948363 + Penalty 2719.523520 = -390665.424843
  nChanged 32
		SP:Iteration 19Q (16917.080000 sec): 3 clusters
  Score: Raw -393399.944741 + Penalty 2719.523520 = -390680.421221
  nChanged 32
		SP:Iteration 20F (16917.260000 sec): 3 clusters
  Score: Raw -393410.221721 + Penalty 2719.523520 = -390690.698201
  nChanged 26
		SP:Iteration 21Q (16917.500000 sec): 3 clusters
  Score: Raw -393419.184641 + Penalty 2719.523520 = -390699.661121
  nChanged 21
		SP:Iteration 22Q (16917.690000 sec): 3 clusters
  Score: Raw -393424.631865 + Penalty 2719.523520 = -390705.108345
  nChanged 13
		SP:Iteration 23Q (16917.920000 sec): 3 clusters
  Score: Raw -393427.747135 + Penalty 2719.523520 = -390708.223614
  nChanged 9
		SP:Iteration 24Q (16918.110000 sec): 3 clusters
  Score: Raw -393430.705881 + Penalty 2719.523520 = -390711.182360
  nChanged 9
		SP:Iteration 25Q (16918.300000 sec): 3 clusters
  Score: Raw -393432.689518 + Penalty 2719.523520 = -390713.165997
  nChanged 5
		SP:Iteration 26Q (16918.550000 sec): 3 clusters
  Score: Raw -393435.146563 + Penalty 2719.523520 = -390715.623043
  nChanged 9
		SP:Iteration 27Q (16918.750000 sec): 3 clusters
  Score: Raw -393439.100354 + Penalty 2719.523520 = -390719.576834
  nChanged 9
		SP:Iteration 28Q (16918.960000 sec): 3 clusters
  Score: Raw -393442.939585 + Penalty 2719.523520 = -390723.416065
  nChanged 9
		SP:Iteration 29Q (16919.160000 sec): 3 clusters
  Score: Raw -393446.494633 + Penalty 2719.523520 = -390726.971113
  nChanged 11
		SP:Iteration 30Q (16919.360000 sec): 3 clusters
  Score: Raw -393449.570016 + Penalty 2719.523520 = -390730.046496
  nChanged 7
		SP:Iteration 31Q (16919.570000 sec): 3 clusters
  Score: Raw -393451.924488 + Penalty 2719.523520 = -390732.400968
  nChanged 8
		SP:Iteration 32Q (16919.760000 sec): 3 clusters
  Score: Raw -393453.405284 + Penalty 2719.523520 = -390733.881763
  nChanged 6
		SP:Iteration 33Q (16919.980000 sec): 3 clusters
  Score: Raw -393454.966841 + Penalty 2719.523520 = -390735.443321
  nChanged 3
		SP:Iteration 34Q (16920.190000 sec): 3 clusters
  Score: Raw -393455.705045 + Penalty 2719.523520 = -390736.181524
  nChanged 4
		SP:Iteration 35Q (16920.370000 sec): 3 clusters
  Score: Raw -393456.388155 + Penalty 2719.523520 = -390736.864635
  nChanged 3
		SP:Iteration 36Q (16920.610000 sec): 3 clusters
  Score: Raw -393456.916610 + Penalty 2719.523520 = -390737.393090
  nChanged 3
		SP:Iteration 37Q (16920.830000 sec): 3 clusters
  Score: Raw -393457.479531 + Penalty 2719.523520 = -390737.956011
  nChanged 1
		SP:Iteration 38Q (16921.060000 sec): 3 clusters
  Score: Raw -393457.775623 + Penalty 2719.523520 = -390738.252103
  nChanged 1
		SP:Iteration 39Q (16921.280000 sec): 3 clusters
  Score: Raw -393457.891422 + Penalty 2719.523520 = -390738.367902
  nChanged 0
		SP:Iteration 40F (16921.480000 sec): 3 clusters
  Score: Raw -393457.891422 + Penalty 2719.523520 = -390738.367902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16921.610000 sec): 2 clusters
  Score: Raw -425280.672122 + Penalty 1352.231008 = -423928.441114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16921.860000 sec): 3 clusters
  Score: Raw -423272.801351 + Penalty 2704.462016 = -420568.339335
  nChanged 1580
		SP:Iteration 1F (16922.100000 sec): 3 clusters
  Score: Raw -424095.079028 + Penalty 2704.462016 = -421390.617012
  nChanged 285
		SP:Iteration 2F (16922.300000 sec): 3 clusters
  Score: Raw -424234.232716 + Penalty 2704.462016 = -421529.770700
  nChanged 191
		SP:Iteration 3Q (16922.490000 sec): 3 clusters
  Score: Raw -424328.354397 + Penalty 2704.462016 = -421623.892381
  nChanged 153
		SP:Iteration 4Q (16922.680000 sec): 3 clusters
  Score: Raw -424403.433572 + Penalty 2704.462016 = -421698.971557
  nChanged 139
		SP:Iteration 5Q (16922.920000 sec): 3 clusters
  Score: Raw -424473.748588 + Penalty 2704.462016 = -421769.286572
  nChanged 138
		SP:Iteration 6Q (16923.100000 sec): 3 clusters
  Score: Raw -424534.867600 + Penalty 2704.462016 = -421830.405585
  nChanged 118
		SP:Iteration 7Q (16923.300000 sec): 3 clusters
  Score: Raw -424584.203329 + Penalty 2704.462016 = -421879.741313
  nChanged 104
		SP:Iteration 8Q (16923.550000 sec): 3 clusters
  Score: Raw -424638.930737 + Penalty 2704.462016 = -421934.468722
  nChanged 116
		SP:Iteration 9Q (16923.750000 sec): 3 clusters
  Score: Raw -424690.416195 + Penalty 2704.462016 = -421985.954179
  nChanged 94
		SP:Iteration 10Q (16923.920000 sec): 3 clusters
  Score: Raw -424724.177191 + Penalty 2704.462016 = -422019.715175
  nChanged 85
		SP:Iteration 11Q (16924.090000 sec): 3 clusters
  Score: Raw -424762.058676 + Penalty 2704.462016 = -422057.596660
  nChanged 84
		SP:Iteration 12Q (16924.330000 sec): 3 clusters
  Score: Raw -424806.772269 + Penalty 2704.462016 = -422102.310253
  nChanged 97
		SP:Iteration 13Q (16924.540000 sec): 3 clusters
  Score: Raw -424856.682194 + Penalty 2704.462016 = -422152.220178
  nChanged 78
		SP:Iteration 14Q (16924.760000 sec): 3 clusters
  Score: Raw -424894.167572 + Penalty 2704.462016 = -422189.705556
  nChanged 71
		SP:Iteration 15Q (16925.000000 sec): 3 clusters
  Score: Raw -424930.007206 + Penalty 2704.462016 = -422225.545190
  nChanged 80
		SP:Iteration 16Q (16925.200000 sec): 3 clusters
  Score: Raw -424973.799415 + Penalty 2704.462016 = -422269.337399
  nChanged 76
		SP:Iteration 17Q (16925.440000 sec): 3 clusters
  Score: Raw -425012.560893 + Penalty 2704.462016 = -422308.098877
  nChanged 75
		SP:Iteration 18Q (16925.610000 sec): 3 clusters
  Score: Raw -425054.487478 + Penalty 2704.462016 = -422350.025463
  nChanged 71
		SP:Iteration 19Q (16925.840000 sec): 3 clusters
  Score: Raw -425095.968049 + Penalty 2704.462016 = -422391.506033
  nChanged 63
		SP:Iteration 20F (16926.040000 sec): 3 clusters
  Score: Raw -425133.236199 + Penalty 2704.462016 = -422428.774184
  nChanged 50
		SP:Iteration 21Q (16926.220000 sec): 3 clusters
  Score: Raw -425164.735606 + Penalty 2704.462016 = -422460.273590
  nChanged 54
		SP:Iteration 22Q (16926.460000 sec): 3 clusters
  Score: Raw -425203.765347 + Penalty 2704.462016 = -422499.303331
  nChanged 55
		SP:Iteration 23Q (16926.650000 sec): 3 clusters
  Score: Raw -425245.033708 + Penalty 2704.462016 = -422540.571692
  nChanged 57
		SP:Iteration 24Q (16926.860000 sec): 3 clusters
  Score: Raw -425288.825100 + Penalty 2704.462016 = -422584.363084
  nChanged 50
		SP:Iteration 25Q (16927.060000 sec): 3 clusters
  Score: Raw -425327.415696 + Penalty 2704.462016 = -422622.953680
  nChanged 39
		SP:Iteration 26Q (16927.280000 sec): 3 clusters
  Score: Raw -425353.443358 + Penalty 2704.462016 = -422648.981342
  nChanged 30
		SP:Iteration 27Q (16927.470000 sec): 3 clusters
  Score: Raw -425370.440572 + Penalty 2704.462016 = -422665.978556
  nChanged 22
		SP:Iteration 28Q (16927.680000 sec): 3 clusters
  Score: Raw -425384.720106 + Penalty 2704.462016 = -422680.258090
  nChanged 15
		SP:Iteration 29Q (16927.850000 sec): 3 clusters
  Score: Raw -425394.171142 + Penalty 2704.462016 = -422689.709126
  nChanged 14
		SP:Iteration 30Q (16928.060000 sec): 3 clusters
  Score: Raw -425403.819794 + Penalty 2704.462016 = -422699.357778
  nChanged 16
		SP:Iteration 31Q (16928.230000 sec): 3 clusters
  Score: Raw -425414.771245 + Penalty 2704.462016 = -422710.309229
  nChanged 15
		SP:Iteration 32Q (16928.430000 sec): 3 clusters
  Score: Raw -425424.775149 + Penalty 2704.462016 = -422720.313133
  nChanged 20
		SP:Iteration 33Q (16928.600000 sec): 3 clusters
  Score: Raw -425436.578167 + Penalty 2704.462016 = -422732.116151
  nChanged 18
		SP:Iteration 34Q (16928.810000 sec): 3 clusters
  Score: Raw -425445.099107 + Penalty 2704.462016 = -422740.637091
  nChanged 18
		SP:Iteration 35Q (16929.020000 sec): 3 clusters
  Score: Raw -425455.446108 + Penalty 2704.462016 = -422750.984092
  nChanged 12
		SP:Iteration 36Q (16929.220000 sec): 3 clusters
  Score: Raw -425462.319552 + Penalty 2704.462016 = -422757.857536
  nChanged 13
		SP:Iteration 37Q (16929.420000 sec): 3 clusters
  Score: Raw -425468.277847 + Penalty 2704.462016 = -422763.815832
  nChanged 10
		SP:Iteration 38Q (16929.600000 sec): 3 clusters
  Score: Raw -425471.849167 + Penalty 2704.462016 = -422767.387151
  nChanged 9
		SP:Iteration 39Q (16929.820000 sec): 3 clusters
  Score: Raw -425476.183307 + Penalty 2704.462016 = -422771.721292
  nChanged 11
		SP:Iteration 40F (16930.020000 sec): 3 clusters
  Score: Raw -425482.582766 + Penalty 2704.462016 = -422778.120751
  nChanged 8
		SP:Iteration 41Q (16930.230000 sec): 3 clusters
  Score: Raw -425489.163658 + Penalty 2704.462016 = -422784.701643
  nChanged 5
		SP:Iteration 42Q (16930.430000 sec): 3 clusters
  Score: Raw -425492.146691 + Penalty 2704.462016 = -422787.684675
  nChanged 4
		SP:Iteration 43Q (16930.650000 sec): 3 clusters
  Score: Raw -425494.570311 + Penalty 2704.462016 = -422790.108296
  nChanged 2
		SP:Iteration 44Q (16930.780000 sec): 3 clusters
  Score: Raw -425495.900908 + Penalty 2704.462016 = -422791.438892
  nChanged 4
		SP:Iteration 45Q (16930.980000 sec): 3 clusters
  Score: Raw -425497.717574 + Penalty 2704.462016 = -422793.255558
  nChanged 3
		SP:Iteration 46Q (16931.160000 sec): 3 clusters
  Score: Raw -425499.234819 + Penalty 2704.462016 = -422794.772803
  nChanged 2
		SP:Iteration 47Q (16931.360000 sec): 3 clusters
  Score: Raw -425500.069508 + Penalty 2704.462016 = -422795.607492
  nChanged 1
		SP:Iteration 48Q (16931.590000 sec): 3 clusters
  Score: Raw -425500.855690 + Penalty 2704.462016 = -422796.393674
  nChanged 4
		SP:Iteration 49Q (16931.790000 sec): 3 clusters
  Score: Raw -425503.561628 + Penalty 2704.462016 = -422799.099612
  nChanged 3
		SP:Iteration 50Q (16932.030000 sec): 3 clusters
  Score: Raw -425504.780351 + Penalty 2704.462016 = -422800.318335
  nChanged 4
		SP:Iteration 51Q (16932.230000 sec): 3 clusters
  Score: Raw -425507.956256 + Penalty 2704.462016 = -422803.494240
  nChanged 7
		SP:Iteration 52Q (16932.420000 sec): 3 clusters
  Score: Raw -425512.504751 + Penalty 2704.462016 = -422808.042736
  nChanged 5
		SP:Iteration 53Q (16932.610000 sec): 3 clusters
  Score: Raw -425514.891790 + Penalty 2704.462016 = -422810.429774
  nChanged 6
		SP:Iteration 54Q (16932.790000 sec): 3 clusters
  Score: Raw -425517.852005 + Penalty 2704.462016 = -422813.389989
  nChanged 4
		SP:Iteration 55Q (16932.960000 sec): 3 clusters
  Score: Raw -425519.492627 + Penalty 2704.462016 = -422815.030611
  nChanged 1
		SP:Iteration 56Q (16933.150000 sec): 3 clusters
  Score: Raw -425519.730882 + Penalty 2704.462016 = -422815.268866
  nChanged 1
		SP:Iteration 57Q (16933.340000 sec): 3 clusters
  Score: Raw -425520.144882 + Penalty 2704.462016 = -422815.682866
  nChanged 1
		SP:Iteration 58Q (16933.530000 sec): 3 clusters
  Score: Raw -425520.796684 + Penalty 2704.462016 = -422816.334668
  nChanged 0
		SP:Iteration 59F (16933.760000 sec): 3 clusters
  Score: Raw -425520.796684 + Penalty 2704.462016 = -422816.334668
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16933.840000 sec): 2 clusters
  Score: Raw -387731.283550 + Penalty 1352.191475 = -386379.092075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16934.060000 sec): 3 clusters
  Score: Raw -385707.569463 + Penalty 2704.382950 = -383003.186513
  nChanged 1686
		SP:Iteration 1F (16934.260000 sec): 3 clusters
  Score: Raw -386672.644183 + Penalty 2704.382950 = -383968.261233
  nChanged 298
		SP:Iteration 2F (16934.480000 sec): 3 clusters
  Score: Raw -386864.690750 + Penalty 2704.382950 = -384160.307800
  nChanged 244
		SP:Iteration 3F (16934.660000 sec): 3 clusters
  Score: Raw -387013.846730 + Penalty 2704.382950 = -384309.463780
  nChanged 195
		SP:Iteration 4Q (16934.860000 sec): 3 clusters
  Score: Raw -387154.649109 + Penalty 2704.382950 = -384450.266159
  nChanged 180
		SP:Iteration 5Q (16935.050000 sec): 3 clusters
  Score: Raw -387290.588255 + Penalty 2704.382950 = -384586.205305
  nChanged 193
		SP:Iteration 6Q (16935.220000 sec): 3 clusters
  Score: Raw -387493.589889 + Penalty 2704.382950 = -384789.206939
  nChanged 240
		SP:Iteration 7F (16935.410000 sec): 3 clusters
  Score: Raw -387711.788443 + Penalty 2704.382950 = -385007.405493
  nChanged 217
		SP:Iteration 8F (16935.650000 sec): 3 clusters
  Score: Raw -387905.436382 + Penalty 2704.382950 = -385201.053432
  nChanged 197
		SP:Iteration 9Q (16935.840000 sec): 3 clusters
  Score: Raw -388086.133866 + Penalty 2704.382950 = -385381.750917
  nChanged 184
		SP:Iteration 10Q (16936.040000 sec): 3 clusters
  Score: Raw -388241.268836 + Penalty 2704.382950 = -385536.885886
  nChanged 144
		SP:Iteration 11Q (16936.220000 sec): 3 clusters
  Score: Raw -388335.821118 + Penalty 2704.382950 = -385631.438169
  nChanged 112
		SP:Iteration 12Q (16936.450000 sec): 3 clusters
  Score: Raw -388397.929224 + Penalty 2704.382950 = -385693.546274
  nChanged 95
		SP:Iteration 13Q (16936.590000 sec): 3 clusters
  Score: Raw -388462.518522 + Penalty 2704.382950 = -385758.135572
  nChanged 87
		SP:Iteration 14Q (16936.780000 sec): 3 clusters
  Score: Raw -388515.557215 + Penalty 2704.382950 = -385811.174265
  nChanged 71
		SP:Iteration 15Q (16936.970000 sec): 3 clusters
  Score: Raw -388550.701595 + Penalty 2704.382950 = -385846.318645
  nChanged 53
		SP:Iteration 16Q (16937.190000 sec): 3 clusters
  Score: Raw -388572.603600 + Penalty 2704.382950 = -385868.220650
  nChanged 42
		SP:Iteration 17Q (16937.340000 sec): 3 clusters
  Score: Raw -388590.129301 + Penalty 2704.382950 = -385885.746351
  nChanged 34
		SP:Iteration 18Q (16937.510000 sec): 3 clusters
  Score: Raw -388604.625991 + Penalty 2704.382950 = -385900.243041
  nChanged 27
		SP:Iteration 19Q (16937.670000 sec): 3 clusters
  Score: Raw -388615.394056 + Penalty 2704.382950 = -385911.011106
  nChanged 27
		SP:Iteration 20F (16937.900000 sec): 3 clusters
  Score: Raw -388626.845241 + Penalty 2704.382950 = -385922.462291
  nChanged 21
		SP:Iteration 21Q (16938.100000 sec): 3 clusters
  Score: Raw -388637.424121 + Penalty 2704.382950 = -385933.041171
  nChanged 15
		SP:Iteration 22Q (16938.320000 sec): 3 clusters
  Score: Raw -388644.220690 + Penalty 2704.382950 = -385939.837740
  nChanged 19
		SP:Iteration 23Q (16938.520000 sec): 3 clusters
  Score: Raw -388657.221239 + Penalty 2704.382950 = -385952.838289
  nChanged 23
		SP:Iteration 24Q (16938.700000 sec): 3 clusters
  Score: Raw -388671.432438 + Penalty 2704.382950 = -385967.049488
  nChanged 25
		SP:Iteration 25Q (16938.910000 sec): 3 clusters
  Score: Raw -388686.576899 + Penalty 2704.382950 = -385982.193949
  nChanged 18
		SP:Iteration 26Q (16939.180000 sec): 3 clusters
  Score: Raw -388694.789799 + Penalty 2704.382950 = -385990.406849
  nChanged 15
		SP:Iteration 27Q (16939.350000 sec): 3 clusters
  Score: Raw -388700.660206 + Penalty 2704.382950 = -385996.277256
  nChanged 15
		SP:Iteration 28Q (16939.540000 sec): 3 clusters
  Score: Raw -388711.763196 + Penalty 2704.382950 = -386007.380246
  nChanged 23
		SP:Iteration 29Q (16939.770000 sec): 3 clusters
  Score: Raw -388734.606691 + Penalty 2704.382950 = -386030.223741
  nChanged 28
		SP:Iteration 30Q (16939.950000 sec): 3 clusters
  Score: Raw -388753.462464 + Penalty 2704.382950 = -386049.079514
  nChanged 19
		SP:Iteration 31Q (16940.160000 sec): 3 clusters
  Score: Raw -388760.100300 + Penalty 2704.382950 = -386055.717350
  nChanged 10
		SP:Iteration 32Q (16940.370000 sec): 3 clusters
  Score: Raw -388764.942343 + Penalty 2704.382950 = -386060.559393
  nChanged 7
		SP:Iteration 33Q (16940.540000 sec): 3 clusters
  Score: Raw -388767.426608 + Penalty 2704.382950 = -386063.043658
  nChanged 6
		SP:Iteration 34Q (16940.740000 sec): 3 clusters
  Score: Raw -388769.427086 + Penalty 2704.382950 = -386065.044136
  nChanged 1
		SP:Iteration 35Q (16940.970000 sec): 3 clusters
  Score: Raw -388769.517283 + Penalty 2704.382950 = -386065.134333
  nChanged 0
		SP:Iteration 36F (16941.180000 sec): 3 clusters
  Score: Raw -388769.517283 + Penalty 2704.382950 = -386065.134333
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (13626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16941.330000 sec): 2 clusters
  Score: Raw -1370535.908568 + Penalty 1546.956939 = -1368988.951629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16941.570000 sec): 3 clusters
  Score: Raw -1362538.860089 + Penalty 3093.913879 = -1359444.946211
  nChanged 6091
		SP:Iteration 1F (16941.830000 sec): 3 clusters
  Score: Raw -1365802.297097 + Penalty 3093.913879 = -1362708.383218
  nChanged 721
		SP:Iteration 2F (16942.040000 sec): 3 clusters
  Score: Raw -1366085.689906 + Penalty 3093.913879 = -1362991.776027
  nChanged 635
		SP:Iteration 3Q (16942.310000 sec): 3 clusters
  Score: Raw -1366354.452214 + Penalty 3093.913879 = -1363260.538335
  nChanged 629
		SP:Iteration 4Q (16942.610000 sec): 3 clusters
  Score: Raw -1366632.467213 + Penalty 3093.913879 = -1363538.553334
  nChanged 599
		SP:Iteration 5Q (16942.830000 sec): 3 clusters
  Score: Raw -1366928.862242 + Penalty 3093.913879 = -1363834.948363
  nChanged 625
		SP:Iteration 6Q (16943.050000 sec): 3 clusters
  Score: Raw -1367250.275260 + Penalty 3093.913879 = -1364156.361382
  nChanged 597
		SP:Iteration 7Q (16943.340000 sec): 3 clusters
  Score: Raw -1367583.425312 + Penalty 3093.913879 = -1364489.511433
  nChanged 568
		SP:Iteration 8Q (16943.640000 sec): 3 clusters
  Score: Raw -1367906.919124 + Penalty 3093.913879 = -1364813.005245
  nChanged 536
		SP:Iteration 9Q (16943.860000 sec): 3 clusters
  Score: Raw -1368226.741944 + Penalty 3093.913879 = -1365132.828066
  nChanged 535
		SP:Iteration 10Q (16944.090000 sec): 3 clusters
  Score: Raw -1368563.912976 + Penalty 3093.913879 = -1365469.999097
  nChanged 519
		SP:Iteration 11Q (16944.330000 sec): 3 clusters
  Score: Raw -1368840.822358 + Penalty 3093.913879 = -1365746.908479
  nChanged 454
		SP:Iteration 12Q (16944.580000 sec): 3 clusters
  Score: Raw -1369054.885222 + Penalty 3093.913879 = -1365960.971343
  nChanged 376
		SP:Iteration 13Q (16944.770000 sec): 3 clusters
  Score: Raw -1369196.694043 + Penalty 3093.913879 = -1366102.780164
  nChanged 285
		SP:Iteration 14Q (16945.040000 sec): 3 clusters
  Score: Raw -1369288.248103 + Penalty 3093.913879 = -1366194.334224
  nChanged 199
		SP:Iteration 15Q (16945.290000 sec): 3 clusters
  Score: Raw -1369344.262725 + Penalty 3093.913879 = -1366250.348846
  nChanged 171
		SP:Iteration 16Q (16945.520000 sec): 3 clusters
  Score: Raw -1369389.774871 + Penalty 3093.913879 = -1366295.860992
  nChanged 173
		SP:Iteration 17Q (16945.810000 sec): 3 clusters
  Score: Raw -1369443.463336 + Penalty 3093.913879 = -1366349.549458
  nChanged 168
		SP:Iteration 18Q (16946.050000 sec): 3 clusters
  Score: Raw -1369492.953517 + Penalty 3093.913879 = -1366399.039639
  nChanged 153
		SP:Iteration 19Q (16946.290000 sec): 3 clusters
  Score: Raw -1369538.036445 + Penalty 3093.913879 = -1366444.122567
  nChanged 168
		SP:Iteration 20F (16946.570000 sec): 3 clusters
  Score: Raw -1369593.760379 + Penalty 3093.913879 = -1366499.846500
  nChanged 153
		SP:Iteration 21Q (16946.780000 sec): 3 clusters
  Score: Raw -1369640.892280 + Penalty 3093.913879 = -1366546.978401
  nChanged 151
		SP:Iteration 22Q (16947.040000 sec): 3 clusters
  Score: Raw -1369682.769834 + Penalty 3093.913879 = -1366588.855955
  nChanged 130
		SP:Iteration 23Q (16947.260000 sec): 3 clusters
  Score: Raw -1369717.691258 + Penalty 3093.913879 = -1366623.777379
  nChanged 100
		SP:Iteration 24Q (16947.500000 sec): 3 clusters
  Score: Raw -1369747.396610 + Penalty 3093.913879 = -1366653.482732
  nChanged 121
		SP:Iteration 25Q (16947.700000 sec): 3 clusters
  Score: Raw -1369781.918177 + Penalty 3093.913879 = -1366688.004298
  nChanged 131
		SP:Iteration 26Q (16947.970000 sec): 3 clusters
  Score: Raw -1369826.385407 + Penalty 3093.913879 = -1366732.471528
  nChanged 123
		SP:Iteration 27Q (16948.210000 sec): 3 clusters
  Score: Raw -1369866.642880 + Penalty 3093.913879 = -1366772.729001
  nChanged 123
		SP:Iteration 28Q (16948.510000 sec): 3 clusters
  Score: Raw -1369911.237940 + Penalty 3093.913879 = -1366817.324061
  nChanged 118
		SP:Iteration 29Q (16948.740000 sec): 3 clusters
  Score: Raw -1369954.205741 + Penalty 3093.913879 = -1366860.291862
  nChanged 116
		SP:Iteration 30Q (16948.970000 sec): 3 clusters
  Score: Raw -1369991.116757 + Penalty 3093.913879 = -1366897.202879
  nChanged 99
		SP:Iteration 31Q (16949.240000 sec): 3 clusters
  Score: Raw -1370026.378807 + Penalty 3093.913879 = -1366932.464929
  nChanged 113
		SP:Iteration 32Q (16949.470000 sec): 3 clusters
  Score: Raw -1370070.351415 + Penalty 3093.913879 = -1366976.437536
  nChanged 106
		SP:Iteration 33Q (16949.750000 sec): 3 clusters
  Score: Raw -1370108.809791 + Penalty 3093.913879 = -1367014.895912
  nChanged 97
		SP:Iteration 34Q (16949.960000 sec): 3 clusters
  Score: Raw -1370145.180787 + Penalty 3093.913879 = -1367051.266908
  nChanged 105
		SP:Iteration 35Q (16950.240000 sec): 3 clusters
  Score: Raw -1370185.857014 + Penalty 3093.913879 = -1367091.943135
  nChanged 105
		SP:Iteration 36Q (16950.560000 sec): 3 clusters
  Score: Raw -1370225.100943 + Penalty 3093.913879 = -1367131.187064
  nChanged 86
		SP:Iteration 37Q (16950.770000 sec): 3 clusters
  Score: Raw -1370259.827811 + Penalty 3093.913879 = -1367165.913933
  nChanged 86
		SP:Iteration 38Q (16951.050000 sec): 3 clusters
  Score: Raw -1370296.710991 + Penalty 3093.913879 = -1367202.797112
  nChanged 76
		SP:Iteration 39Q (16951.310000 sec): 3 clusters
  Score: Raw -1370325.193538 + Penalty 3093.913879 = -1367231.279660
  nChanged 75
		SP:Iteration 40F (16951.520000 sec): 3 clusters
  Score: Raw -1370356.457491 + Penalty 3093.913879 = -1367262.543613
  nChanged 75
		SP:Iteration 41Q (16951.800000 sec): 3 clusters
  Score: Raw -1370385.369495 + Penalty 3093.913879 = -1367291.455616
  nChanged 64
		SP:Iteration 42Q (16952.030000 sec): 3 clusters
  Score: Raw -1370410.732622 + Penalty 3093.913879 = -1367316.818744
  nChanged 57
		SP:Iteration 43Q (16952.300000 sec): 3 clusters
  Score: Raw -1370434.630389 + Penalty 3093.913879 = -1367340.716511
  nChanged 47
		SP:Iteration 44Q (16952.520000 sec): 3 clusters
  Score: Raw -1370455.865840 + Penalty 3093.913879 = -1367361.951962
  nChanged 54
		SP:Iteration 45Q (16952.800000 sec): 3 clusters
  Score: Raw -1370477.266149 + Penalty 3093.913879 = -1367383.352271
  nChanged 49
		SP:Iteration 46Q (16953.000000 sec): 3 clusters
  Score: Raw -1370495.791143 + Penalty 3093.913879 = -1367401.877264
  nChanged 42
		SP:Iteration 47Q (16953.260000 sec): 3 clusters
  Score: Raw -1370512.420554 + Penalty 3093.913879 = -1367418.506675
  nChanged 38
		SP:Iteration 48Q (16953.480000 sec): 3 clusters
  Score: Raw -1370525.938311 + Penalty 3093.913879 = -1367432.024433
  nChanged 36
		SP:Iteration 49Q (16953.700000 sec): 3 clusters
  Score: Raw -1370540.364177 + Penalty 3093.913879 = -1367446.450299
  nChanged 26
		SP:Iteration 50Q (16953.920000 sec): 3 clusters
  Score: Raw -1370549.398457 + Penalty 3093.913879 = -1367455.484578
  nChanged 24
		SP:Iteration 51Q (16954.210000 sec): 3 clusters
  Score: Raw -1370557.153381 + Penalty 3093.913879 = -1367463.239503
  nChanged 19
		SP:Iteration 52Q (16954.420000 sec): 3 clusters
  Score: Raw -1370563.194663 + Penalty 3093.913879 = -1367469.280785
  nChanged 21
		SP:Iteration 53Q (16954.700000 sec): 3 clusters
  Score: Raw -1370568.912362 + Penalty 3093.913879 = -1367474.998483
  nChanged 17
		SP:Iteration 54Q (16954.920000 sec): 3 clusters
  Score: Raw -1370574.026514 + Penalty 3093.913879 = -1367480.112636
  nChanged 20
		SP:Iteration 55Q (16955.160000 sec): 3 clusters
  Score: Raw -1370582.119245 + Penalty 3093.913879 = -1367488.205366
  nChanged 25
		SP:Iteration 56Q (16955.420000 sec): 3 clusters
  Score: Raw -1370589.592119 + Penalty 3093.913879 = -1367495.678241
  nChanged 19
		SP:Iteration 57Q (16955.690000 sec): 3 clusters
  Score: Raw -1370599.045894 + Penalty 3093.913879 = -1367505.132015
  nChanged 29
		SP:Iteration 58Q (16955.960000 sec): 3 clusters
  Score: Raw -1370619.338635 + Penalty 3093.913879 = -1367525.424756
  nChanged 34
		SP:Iteration 59Q (16956.220000 sec): 3 clusters
  Score: Raw -1370635.523562 + Penalty 3093.913879 = -1367541.609683
  nChanged 22
		SP:Iteration 60F (16956.450000 sec): 3 clusters
  Score: Raw -1370645.000124 + Penalty 3093.913879 = -1367551.086246
  nChanged 22
		SP:Iteration 61Q (16956.710000 sec): 3 clusters
  Score: Raw -1370657.033482 + Penalty 3093.913879 = -1367563.119604
  nChanged 17
		SP:Iteration 62Q (16956.990000 sec): 3 clusters
  Score: Raw -1370665.641197 + Penalty 3093.913879 = -1367571.727318
  nChanged 19
		SP:Iteration 63Q (16957.230000 sec): 3 clusters
  Score: Raw -1370675.678567 + Penalty 3093.913879 = -1367581.764688
  nChanged 18
		SP:Iteration 64Q (16957.510000 sec): 3 clusters
  Score: Raw -1370684.212019 + Penalty 3093.913879 = -1367590.298140
  nChanged 17
		SP:Iteration 65Q (16957.720000 sec): 3 clusters
  Score: Raw -1370691.317656 + Penalty 3093.913879 = -1367597.403777
  nChanged 11
		SP:Iteration 66Q (16957.970000 sec): 3 clusters
  Score: Raw -1370695.510495 + Penalty 3093.913879 = -1367601.596617
  nChanged 12
		SP:Iteration 67Q (16958.230000 sec): 3 clusters
  Score: Raw -1370700.672399 + Penalty 3093.913879 = -1367606.758520
  nChanged 10
		SP:Iteration 68Q (16958.490000 sec): 3 clusters
  Score: Raw -1370705.313413 + Penalty 3093.913879 = -1367611.399534
  nChanged 6
		SP:Iteration 69Q (16958.730000 sec): 3 clusters
  Score: Raw -1370707.636301 + Penalty 3093.913879 = -1367613.722423
  nChanged 9
		SP:Iteration 70Q (16958.970000 sec): 3 clusters
  Score: Raw -1370711.785210 + Penalty 3093.913879 = -1367617.871332
  nChanged 8
		SP:Iteration 71Q (16959.190000 sec): 3 clusters
  Score: Raw -1370716.079163 + Penalty 3093.913879 = -1367622.165285
  nChanged 7
		SP:Iteration 72Q (16959.430000 sec): 3 clusters
  Score: Raw -1370718.909041 + Penalty 3093.913879 = -1367624.995162
  nChanged 9
		SP:Iteration 73Q (16959.640000 sec): 3 clusters
  Score: Raw -1370722.459673 + Penalty 3093.913879 = -1367628.545794
  nChanged 8
		SP:Iteration 74Q (16959.930000 sec): 3 clusters
  Score: Raw -1370725.795991 + Penalty 3093.913879 = -1367631.882113
  nChanged 2
		SP:Iteration 75Q (16960.150000 sec): 3 clusters
  Score: Raw -1370726.546232 + Penalty 3093.913879 = -1367632.632354
  nChanged 4
		SP:Iteration 76Q (16960.420000 sec): 3 clusters
  Score: Raw -1370728.328594 + Penalty 3093.913879 = -1367634.414716
  nChanged 4
		SP:Iteration 77Q (16960.660000 sec): 3 clusters
  Score: Raw -1370730.358457 + Penalty 3093.913879 = -1367636.444578
  nChanged 5
		SP:Iteration 78Q (16960.880000 sec): 3 clusters
  Score: Raw -1370732.176060 + Penalty 3093.913879 = -1367638.262182
  nChanged 5
		SP:Iteration 79Q (16961.160000 sec): 3 clusters
  Score: Raw -1370734.651259 + Penalty 3093.913879 = -1367640.737381
  nChanged 3
		SP:Iteration 80F (16961.400000 sec): 3 clusters
  Score: Raw -1370735.420438 + Penalty 3093.913879 = -1367641.506560
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16961.500000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16961.770000 sec): 3 clusters
  Score: Raw -54015.918822 + Penalty 2038.685027 = -51977.233794
  nChanged 134
		SP:Iteration 1F (16961.970000 sec): 3 clusters
  Score: Raw -54212.415810 + Penalty 2038.685027 = -52173.730783
  nChanged 34
		SP:Iteration 2F (16962.130000 sec): 3 clusters
  Score: Raw -54275.744693 + Penalty 2038.685027 = -52237.059665
  nChanged 19
		SP:Iteration 3Q (16962.350000 sec): 3 clusters
  Score: Raw -54308.973650 + Penalty 2038.685027 = -52270.288623
  nChanged 14
		SP:Iteration 4Q (16962.510000 sec): 3 clusters
  Score: Raw -54323.892381 + Penalty 2038.685027 = -52285.207354
  nChanged 4
		SP:Iteration 5Q (16962.680000 sec): 3 clusters
  Score: Raw -54329.487440 + Penalty 2038.685027 = -52290.802413
  nChanged 4
		SP:Iteration 6Q (16962.870000 sec): 3 clusters
  Score: Raw -54338.404066 + Penalty 2038.685027 = -52299.719039
  nChanged 5
		SP:Iteration 7Q (16963.030000 sec): 3 clusters
  Score: Raw -54343.878333 + Penalty 2038.685027 = -52305.193306
  nChanged 3
		SP:Iteration 8Q (16963.250000 sec): 3 clusters
  Score: Raw -54348.105464 + Penalty 2038.685027 = -52309.420437
  nChanged 1
		SP:Iteration 9Q (16963.430000 sec): 3 clusters
  Score: Raw -54349.996933 + Penalty 2038.685027 = -52311.311906
  nChanged 0
		SP:Iteration 10F (16963.630000 sec): 3 clusters
  Score: Raw -54349.996933 + Penalty 2038.685027 = -52311.311906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16963.750000 sec): 2 clusters
  Score: Raw -237653.808207 + Penalty 1260.381743 = -236393.426464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16963.950000 sec): 3 clusters
  Score: Raw -236613.720290 + Penalty 2520.763487 = -234092.956804
  nChanged 851
		SP:Iteration 1F (16964.150000 sec): 3 clusters
  Score: Raw -237147.574273 + Penalty 2520.763487 = -234626.810786
  nChanged 179
		SP:Iteration 2F (16964.340000 sec): 3 clusters
  Score: Raw -237262.669824 + Penalty 2520.763487 = -234741.906337
  nChanged 105
		SP:Iteration 3Q (16964.560000 sec): 3 clusters
  Score: Raw -237329.491608 + Penalty 2520.763487 = -234808.728121
  nChanged 94
		SP:Iteration 4Q (16964.800000 sec): 3 clusters
  Score: Raw -237397.817899 + Penalty 2520.763487 = -234877.054412
  nChanged 93
		SP:Iteration 5Q (16964.970000 sec): 3 clusters
  Score: Raw -237460.345624 + Penalty 2520.763487 = -234939.582138
  nChanged 91
		SP:Iteration 6Q (16965.160000 sec): 3 clusters
  Score: Raw -237517.255929 + Penalty 2520.763487 = -234996.492442
  nChanged 76
		SP:Iteration 7Q (16965.300000 sec): 3 clusters
  Score: Raw -237570.388021 + Penalty 2520.763487 = -235049.624534
  nChanged 67
		SP:Iteration 8Q (16965.510000 sec): 3 clusters
  Score: Raw -237614.708144 + Penalty 2520.763487 = -235093.944657
  nChanged 63
		SP:Iteration 9Q (16965.680000 sec): 3 clusters
  Score: Raw -237656.279151 + Penalty 2520.763487 = -235135.515664
  nChanged 56
		SP:Iteration 10Q (16965.840000 sec): 3 clusters
  Score: Raw -237697.724300 + Penalty 2520.763487 = -235176.960814
  nChanged 42
		SP:Iteration 11Q (16966.050000 sec): 3 clusters
  Score: Raw -237725.294219 + Penalty 2520.763487 = -235204.530732
  nChanged 33
		SP:Iteration 12Q (16966.210000 sec): 3 clusters
  Score: Raw -237745.502077 + Penalty 2520.763487 = -235224.738591
  nChanged 23
		SP:Iteration 13Q (16966.370000 sec): 3 clusters
  Score: Raw -237759.864723 + Penalty 2520.763487 = -235239.101236
  nChanged 21
		SP:Iteration 14Q (16966.590000 sec): 3 clusters
  Score: Raw -237772.381406 + Penalty 2520.763487 = -235251.617919
  nChanged 16
		SP:Iteration 15Q (16966.800000 sec): 3 clusters
  Score: Raw -237784.328721 + Penalty 2520.763487 = -235263.565234
  nChanged 7
		SP:Iteration 16Q (16967.020000 sec): 3 clusters
  Score: Raw -237789.892758 + Penalty 2520.763487 = -235269.129271
  nChanged 11
		SP:Iteration 17Q (16967.200000 sec): 3 clusters
  Score: Raw -237796.147973 + Penalty 2520.763487 = -235275.384486
  nChanged 5
		SP:Iteration 18Q (16967.430000 sec): 3 clusters
  Score: Raw -237798.056479 + Penalty 2520.763487 = -235277.292992
  nChanged 4
		SP:Iteration 19Q (16967.660000 sec): 3 clusters
  Score: Raw -237800.545542 + Penalty 2520.763487 = -235279.782055
  nChanged 5
		SP:Iteration 20F (16967.860000 sec): 3 clusters
  Score: Raw -237802.940366 + Penalty 2520.763487 = -235282.176879
  nChanged 5
		SP:Iteration 21Q (16968.080000 sec): 3 clusters
  Score: Raw -237806.099712 + Penalty 2520.763487 = -235285.336225
  nChanged 3
		SP:Iteration 22Q (16968.350000 sec): 3 clusters
  Score: Raw -237807.100919 + Penalty 2520.763487 = -235286.337433
  nChanged 3
		SP:Iteration 23Q (16968.530000 sec): 3 clusters
  Score: Raw -237808.797479 + Penalty 2520.763487 = -235288.033992
  nChanged 4
		SP:Iteration 24Q (16968.790000 sec): 3 clusters
  Score: Raw -237811.328462 + Penalty 2520.763487 = -235290.564975
  nChanged 6
		SP:Iteration 25Q (16969.010000 sec): 3 clusters
  Score: Raw -237816.453369 + Penalty 2520.763487 = -235295.689882
  nChanged 8
		SP:Iteration 26Q (16969.240000 sec): 3 clusters
  Score: Raw -237820.967358 + Penalty 2520.763487 = -235300.203872
  nChanged 7
		SP:Iteration 27Q (16969.480000 sec): 3 clusters
  Score: Raw -237824.521572 + Penalty 2520.763487 = -235303.758085
  nChanged 2
		SP:Iteration 28Q (16969.700000 sec): 3 clusters
  Score: Raw -237825.238667 + Penalty 2520.763487 = -235304.475180
  nChanged 2
		SP:Iteration 29Q (16969.880000 sec): 3 clusters
  Score: Raw -237825.992005 + Penalty 2520.763487 = -235305.228519
  nChanged 0
		SP:Iteration 30F (16970.060000 sec): 3 clusters
  Score: Raw -237825.992005 + Penalty 2520.763487 = -235305.228519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16970.200000 sec): 2 clusters
  Score: Raw -209442.440680 + Penalty 1240.736882 = -208201.703798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16970.360000 sec): 3 clusters
  Score: Raw -208529.050021 + Penalty 2481.473763 = -206047.576258
  nChanged 758
		SP:Iteration 1F (16970.550000 sec): 3 clusters
  Score: Raw -209010.376336 + Penalty 2481.473763 = -206528.902573
  nChanged 172
		SP:Iteration 2F (16970.700000 sec): 3 clusters
  Score: Raw -209125.489207 + Penalty 2481.473763 = -206644.015444
  nChanged 96
		SP:Iteration 3Q (16970.880000 sec): 3 clusters
  Score: Raw -209187.990554 + Penalty 2481.473763 = -206706.516791
  nChanged 72
		SP:Iteration 4Q (16971.020000 sec): 3 clusters
  Score: Raw -209248.848655 + Penalty 2481.473763 = -206767.374892
  nChanged 67
		SP:Iteration 5Q (16971.220000 sec): 3 clusters
  Score: Raw -209304.361466 + Penalty 2481.473763 = -206822.887703
  nChanged 51
		SP:Iteration 6Q (16971.390000 sec): 3 clusters
  Score: Raw -209336.233871 + Penalty 2481.473763 = -206854.760108
  nChanged 42
		SP:Iteration 7Q (16971.580000 sec): 3 clusters
  Score: Raw -209366.147127 + Penalty 2481.473763 = -206884.673364
  nChanged 45
		SP:Iteration 8Q (16971.760000 sec): 3 clusters
  Score: Raw -209397.715540 + Penalty 2481.473763 = -206916.241777
  nChanged 44
		SP:Iteration 9Q (16971.940000 sec): 3 clusters
  Score: Raw -209421.092074 + Penalty 2481.473763 = -206939.618311
  nChanged 33
		SP:Iteration 10Q (16972.130000 sec): 3 clusters
  Score: Raw -209442.803944 + Penalty 2481.473763 = -206961.330181
  nChanged 34
		SP:Iteration 11Q (16972.300000 sec): 3 clusters
  Score: Raw -209473.757841 + Penalty 2481.473763 = -206992.284078
  nChanged 45
		SP:Iteration 12Q (16972.480000 sec): 3 clusters
  Score: Raw -209510.349656 + Penalty 2481.473763 = -207028.875892
  nChanged 43
		SP:Iteration 13Q (16972.670000 sec): 3 clusters
  Score: Raw -209545.342084 + Penalty 2481.473763 = -207063.868321
  nChanged 44
		SP:Iteration 14Q (16972.780000 sec): 3 clusters
  Score: Raw -209574.368902 + Penalty 2481.473763 = -207092.895139
  nChanged 35
		SP:Iteration 15Q (16972.950000 sec): 3 clusters
  Score: Raw -209599.481953 + Penalty 2481.473763 = -207118.008190
  nChanged 26
		SP:Iteration 16Q (16973.150000 sec): 3 clusters
  Score: Raw -209622.184499 + Penalty 2481.473763 = -207140.710736
  nChanged 26
		SP:Iteration 17Q (16973.350000 sec): 3 clusters
  Score: Raw -209640.665357 + Penalty 2481.473763 = -207159.191594
  nChanged 25
		SP:Iteration 18Q (16973.510000 sec): 3 clusters
  Score: Raw -209661.465250 + Penalty 2481.473763 = -207179.991487
  nChanged 25
		SP:Iteration 19Q (16973.700000 sec): 3 clusters
  Score: Raw -209676.789908 + Penalty 2481.473763 = -207195.316145
  nChanged 19
		SP:Iteration 20F (16973.920000 sec): 3 clusters
  Score: Raw -209686.075091 + Penalty 2481.473763 = -207204.601328
  nChanged 12
		SP:Iteration 21Q (16974.090000 sec): 3 clusters
  Score: Raw -209693.553213 + Penalty 2481.473763 = -207212.079450
  nChanged 10
		SP:Iteration 22Q (16974.270000 sec): 3 clusters
  Score: Raw -209697.780534 + Penalty 2481.473763 = -207216.306771
  nChanged 4
		SP:Iteration 23Q (16974.510000 sec): 3 clusters
  Score: Raw -209698.780814 + Penalty 2481.473763 = -207217.307051
  nChanged 1
		SP:Iteration 24Q (16974.710000 sec): 3 clusters
  Score: Raw -209699.317901 + Penalty 2481.473763 = -207217.844138
  nChanged 2
		SP:Iteration 25Q (16974.860000 sec): 3 clusters
  Score: Raw -209700.145872 + Penalty 2481.473763 = -207218.672109
  nChanged 0
		SP:Iteration 26F (16975.090000 sec): 3 clusters
  Score: Raw -209700.145872 + Penalty 2481.473763 = -207218.672109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16975.200000 sec): 2 clusters
  Score: Raw -46817.603299 + Penalty 987.243730 = -45830.359569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16975.350000 sec): 3 clusters
  Score: Raw -46797.321824 + Penalty 1974.487460 = -44822.834364
  nChanged 94
		SP:Iteration 1F (16975.550000 sec): 3 clusters
  Score: Raw -46921.130993 + Penalty 1974.487460 = -44946.643532
  nChanged 19
		SP:Iteration 2Q (16975.710000 sec): 3 clusters
  Score: Raw -46959.561221 + Penalty 1974.487460 = -44985.073761
  nChanged 9
		SP:Iteration 3Q (16975.930000 sec): 3 clusters
  Score: Raw -46983.913804 + Penalty 1974.487460 = -45009.426344
  nChanged 3
		SP:Iteration 4Q (16976.110000 sec): 3 clusters
  Score: Raw -46990.451755 + Penalty 1974.487460 = -45015.964295
  nChanged 3
		SP:Iteration 5Q (16976.280000 sec): 3 clusters
  Score: Raw -46994.645179 + Penalty 1974.487460 = -45020.157719
  nChanged 2
		SP:Iteration 6Q (16976.450000 sec): 3 clusters
  Score: Raw -46998.052431 + Penalty 1974.487460 = -45023.564971
  nChanged 3
		SP:Iteration 7Q (16976.630000 sec): 3 clusters
  Score: Raw -47006.766605 + Penalty 1974.487460 = -45032.279145
  nChanged 2
		SP:Iteration 8Q (16976.810000 sec): 3 clusters
  Score: Raw -47008.261670 + Penalty 1974.487460 = -45033.774210
  nChanged 1
		SP:Iteration 9Q (16976.970000 sec): 3 clusters
  Score: Raw -47010.148019 + Penalty 1974.487460 = -45035.660559
  nChanged 0
		SP:Iteration 10F (16977.130000 sec): 3 clusters
  Score: Raw -47010.148019 + Penalty 1974.487460 = -45035.660559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16977.230000 sec): 2 clusters
  Score: Raw -50694.351323 + Penalty 1034.830418 = -49659.520905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16977.400000 sec): 3 clusters
  Score: Raw -50653.897973 + Penalty 2069.660836 = -48584.237138
  nChanged 152
		SP:Iteration 1F (16977.530000 sec): 3 clusters
  Score: Raw -50912.001600 + Penalty 2069.660836 = -48842.340765
  nChanged 44
		SP:Iteration 2F (16977.740000 sec): 3 clusters
  Score: Raw -50990.729261 + Penalty 2069.660836 = -48921.068425
  nChanged 23
		SP:Iteration 3Q (16977.890000 sec): 3 clusters
  Score: Raw -51026.680544 + Penalty 2069.660836 = -48957.019708
  nChanged 15
		SP:Iteration 4Q (16978.060000 sec): 3 clusters
  Score: Raw -51051.803943 + Penalty 2069.660836 = -48982.143108
  nChanged 11
		SP:Iteration 5Q (16978.240000 sec): 3 clusters
  Score: Raw -51070.858887 + Penalty 2069.660836 = -49001.198051
  nChanged 9
		SP:Iteration 6Q (16978.410000 sec): 3 clusters
  Score: Raw -51088.784912 + Penalty 2069.660836 = -49019.124076
  nChanged 6
		SP:Iteration 7Q (16978.570000 sec): 3 clusters
  Score: Raw -51098.999949 + Penalty 2069.660836 = -49029.339113
  nChanged 6
		SP:Iteration 8Q (16978.720000 sec): 3 clusters
  Score: Raw -51107.160232 + Penalty 2069.660836 = -49037.499397
  nChanged 3
		SP:Iteration 9Q (16978.900000 sec): 3 clusters
  Score: Raw -51109.482166 + Penalty 2069.660836 = -49039.821330
  nChanged 1
		SP:Iteration 10Q (16979.030000 sec): 3 clusters
  Score: Raw -51110.289833 + Penalty 2069.660836 = -49040.628997
  nChanged 2
		SP:Iteration 11Q (16979.230000 sec): 3 clusters
  Score: Raw -51112.595579 + Penalty 2069.660836 = -49042.934743
  nChanged 0
		SP:Iteration 12F (16979.450000 sec): 3 clusters
  Score: Raw -51112.595579 + Penalty 2069.660836 = -49042.934743
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16979.610000 sec): 2 clusters
  Score: Raw -51604.465017 + Penalty 1012.453235 = -50592.011782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16979.780000 sec): 3 clusters
  Score: Raw -51566.658789 + Penalty 2024.906470 = -49541.752319
  nChanged 124
		SP:Iteration 1F (16979.960000 sec): 3 clusters
  Score: Raw -51741.610224 + Penalty 2024.906470 = -49716.703754
  nChanged 31
		SP:Iteration 2F (16980.150000 sec): 3 clusters
  Score: Raw -51821.467401 + Penalty 2024.906470 = -49796.560930
  nChanged 23
		SP:Iteration 3Q (16980.350000 sec): 3 clusters
  Score: Raw -51885.530446 + Penalty 2024.906470 = -49860.623975
  nChanged 25
		SP:Iteration 4Q (16980.570000 sec): 3 clusters
  Score: Raw -51943.755400 + Penalty 2024.906470 = -49918.848929
  nChanged 19
		SP:Iteration 5Q (16980.730000 sec): 3 clusters
  Score: Raw -51992.588509 + Penalty 2024.906470 = -49967.682038
  nChanged 11
		SP:Iteration 6Q (16980.900000 sec): 3 clusters
  Score: Raw -52013.352259 + Penalty 2024.906470 = -49988.445789
  nChanged 3
		SP:Iteration 7Q (16981.080000 sec): 3 clusters
  Score: Raw -52016.996934 + Penalty 2024.906470 = -49992.090463
  nChanged 3
		SP:Iteration 8Q (16981.260000 sec): 3 clusters
  Score: Raw -52021.629926 + Penalty 2024.906470 = -49996.723455
  nChanged 1
		SP:Iteration 9Q (16981.470000 sec): 3 clusters
  Score: Raw -52023.543434 + Penalty 2024.906470 = -49998.636963
  nChanged 3
		SP:Iteration 10Q (16981.640000 sec): 3 clusters
  Score: Raw -52027.091819 + Penalty 2024.906470 = -50002.185348
  nChanged 2
		SP:Iteration 11Q (16981.830000 sec): 3 clusters
  Score: Raw -52028.931716 + Penalty 2024.906470 = -50004.025246
  nChanged 0
		SP:Iteration 12F (16982.030000 sec): 3 clusters
  Score: Raw -52028.931716 + Penalty 2024.906470 = -50004.025246
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16982.150000 sec): 2 clusters
  Score: Raw -392259.182457 + Penalty 1352.822850 = -390906.359607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16982.350000 sec): 3 clusters
  Score: Raw -390206.486925 + Penalty 2705.645700 = -387500.841224
  nChanged 1627
		SP:Iteration 1F (16982.550000 sec): 3 clusters
  Score: Raw -391273.925677 + Penalty 2705.645700 = -388568.279977
  nChanged 364
		SP:Iteration 2F (16982.740000 sec): 3 clusters
  Score: Raw -391558.353415 + Penalty 2705.645700 = -388852.707715
  nChanged 280
		SP:Iteration 3F (16982.930000 sec): 3 clusters
  Score: Raw -391827.934793 + Penalty 2705.645700 = -389122.289093
  nChanged 292
		SP:Iteration 4F (16983.160000 sec): 3 clusters
  Score: Raw -392135.618833 + Penalty 2705.645700 = -389429.973132
  nChanged 248
		SP:Iteration 5F (16983.300000 sec): 3 clusters
  Score: Raw -392422.020932 + Penalty 2705.645700 = -389716.375231
  nChanged 246
		SP:Iteration 6F (16983.520000 sec): 3 clusters
  Score: Raw -392725.286122 + Penalty 2705.645700 = -390019.640422
  nChanged 216
		SP:Iteration 7F (16983.710000 sec): 3 clusters
  Score: Raw -392942.738326 + Penalty 2705.645700 = -390237.092626
  nChanged 161
		SP:Iteration 8Q (16983.890000 sec): 3 clusters
  Score: Raw -393062.425940 + Penalty 2705.645700 = -390356.780239
  nChanged 132
		SP:Iteration 9Q (16984.090000 sec): 3 clusters
  Score: Raw -393153.257125 + Penalty 2705.645700 = -390447.611424
  nChanged 106
		SP:Iteration 10Q (16984.280000 sec): 3 clusters
  Score: Raw -393211.791033 + Penalty 2705.645700 = -390506.145333
  nChanged 77
		SP:Iteration 11Q (16984.440000 sec): 3 clusters
  Score: Raw -393251.754506 + Penalty 2705.645700 = -390546.108806
  nChanged 66
		SP:Iteration 12Q (16984.630000 sec): 3 clusters
  Score: Raw -393287.607432 + Penalty 2705.645700 = -390581.961732
  nChanged 58
		SP:Iteration 13Q (16984.770000 sec): 3 clusters
  Score: Raw -393315.588464 + Penalty 2705.645700 = -390609.942764
  nChanged 57
		SP:Iteration 14Q (16984.920000 sec): 3 clusters
  Score: Raw -393345.166334 + Penalty 2705.645700 = -390639.520634
  nChanged 52
		SP:Iteration 15Q (16985.150000 sec): 3 clusters
  Score: Raw -393369.743885 + Penalty 2705.645700 = -390664.098185
  nChanged 40
		SP:Iteration 16Q (16985.300000 sec): 3 clusters
  Score: Raw -393389.685151 + Penalty 2705.645700 = -390684.039450
  nChanged 34
		SP:Iteration 17Q (16985.490000 sec): 3 clusters
  Score: Raw -393402.686607 + Penalty 2705.645700 = -390697.040907
  nChanged 23
		SP:Iteration 18Q (16985.670000 sec): 3 clusters
  Score: Raw -393409.703808 + Penalty 2705.645700 = -390704.058108
  nChanged 16
		SP:Iteration 19Q (16985.860000 sec): 3 clusters
  Score: Raw -393415.407782 + Penalty 2705.645700 = -390709.762081
  nChanged 13
		SP:Iteration 20F (16986.000000 sec): 3 clusters
  Score: Raw -393418.670036 + Penalty 2705.645700 = -390713.024336
  nChanged 7
		SP:Iteration 21Q (16986.170000 sec): 3 clusters
  Score: Raw -393420.443618 + Penalty 2705.645700 = -390714.797918
  nChanged 6
		SP:Iteration 22Q (16986.350000 sec): 3 clusters
  Score: Raw -393421.556402 + Penalty 2705.645700 = -390715.910702
  nChanged 5
		SP:Iteration 23Q (16986.550000 sec): 3 clusters
  Score: Raw -393422.651557 + Penalty 2705.645700 = -390717.005856
  nChanged 6
		SP:Iteration 24Q (16986.710000 sec): 3 clusters
  Score: Raw -393424.217818 + Penalty 2705.645700 = -390718.572118
  nChanged 6
		SP:Iteration 25Q (16986.930000 sec): 3 clusters
  Score: Raw -393425.939792 + Penalty 2705.645700 = -390720.294092
  nChanged 5
		SP:Iteration 26Q (16987.100000 sec): 3 clusters
  Score: Raw -393426.588053 + Penalty 2705.645700 = -390720.942353
  nChanged 2
		SP:Iteration 27Q (16987.310000 sec): 3 clusters
  Score: Raw -393427.153433 + Penalty 2705.645700 = -390721.507733
  nChanged 2
		SP:Iteration 28Q (16987.470000 sec): 3 clusters
  Score: Raw -393427.575917 + Penalty 2705.645700 = -390721.930217
  nChanged 3
		SP:Iteration 29Q (16987.690000 sec): 3 clusters
  Score: Raw -393428.570495 + Penalty 2705.645700 = -390722.924794
  nChanged 3
		SP:Iteration 30Q (16987.880000 sec): 3 clusters
  Score: Raw -393429.294922 + Penalty 2705.645700 = -390723.649221
  nChanged 0
		SP:Iteration 31F (16988.040000 sec): 3 clusters
  Score: Raw -393429.294922 + Penalty 2705.645700 = -390723.649221
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16988.150000 sec): 2 clusters
  Score: Raw -21220.250724 + Penalty 882.979826 = -20337.270898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16988.330000 sec): 3 clusters
  Score: Raw -21360.218526 + Penalty 1765.959651 = -19594.258875
  nChanged 27
		SP:Iteration 1F (16988.510000 sec): 3 clusters
  Score: Raw -21418.382153 + Penalty 1765.959651 = -19652.422502
  nChanged 10
		SP:Iteration 2Q (16988.650000 sec): 3 clusters
  Score: Raw -21447.924720 + Penalty 1765.959651 = -19681.965069
  nChanged 2
		SP:Iteration 3Q (16988.830000 sec): 3 clusters
  Score: Raw -21451.546903 + Penalty 1765.959651 = -19685.587251
  nChanged 1
		SP:Iteration 4Q (16989.040000 sec): 3 clusters
  Score: Raw -21453.101206 + Penalty 1765.959651 = -19687.141555
  nChanged 2
		SP:Iteration 5Q (16989.190000 sec): 3 clusters
  Score: Raw -21457.286315 + Penalty 1765.959651 = -19691.326664
  nChanged 0
		SP:Iteration 6F (16989.370000 sec): 3 clusters
  Score: Raw -21457.286315 + Penalty 1765.959651 = -19691.326664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16989.490000 sec): 2 clusters
  Score: Raw -134530.625386 + Penalty 1156.017868 = -133374.607518
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16989.650000 sec): 3 clusters
  Score: Raw -134087.128106 + Penalty 2312.035736 = -131775.092371
  nChanged 376
		SP:Iteration 1F (16989.830000 sec): 3 clusters
  Score: Raw -134378.699334 + Penalty 2312.035736 = -132066.663598
  nChanged 103
		SP:Iteration 2F (16990.050000 sec): 3 clusters
  Score: Raw -134477.167251 + Penalty 2312.035736 = -132165.131515
  nChanged 53
		SP:Iteration 3Q (16990.230000 sec): 3 clusters
  Score: Raw -134519.850513 + Penalty 2312.035736 = -132207.814778
  nChanged 36
		SP:Iteration 4Q (16990.370000 sec): 3 clusters
  Score: Raw -134547.923010 + Penalty 2312.035736 = -132235.887274
  nChanged 23
		SP:Iteration 5Q (16990.550000 sec): 3 clusters
  Score: Raw -134562.430512 + Penalty 2312.035736 = -132250.394776
  nChanged 15
		SP:Iteration 6Q (16990.690000 sec): 3 clusters
  Score: Raw -134573.986909 + Penalty 2312.035736 = -132261.951173
  nChanged 12
		SP:Iteration 7Q (16990.830000 sec): 3 clusters
  Score: Raw -134581.154758 + Penalty 2312.035736 = -132269.119022
  nChanged 7
		SP:Iteration 8Q (16990.980000 sec): 3 clusters
  Score: Raw -134586.406140 + Penalty 2312.035736 = -132274.370404
  nChanged 4
		SP:Iteration 9Q (16991.170000 sec): 3 clusters
  Score: Raw -134589.224915 + Penalty 2312.035736 = -132277.189180
  nChanged 1
		SP:Iteration 10Q (16991.330000 sec): 3 clusters
  Score: Raw -134589.825446 + Penalty 2312.035736 = -132277.789710
  nChanged 0
		SP:Iteration 11F (16991.480000 sec): 3 clusters
  Score: Raw -134589.825446 + Penalty 2312.035736 = -132277.789710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16991.630000 sec): 2 clusters
  Score: Raw -297596.265790 + Penalty 1309.735104 = -296286.530685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16991.770000 sec): 3 clusters
  Score: Raw -296123.790566 + Penalty 2619.470209 = -293504.320357
  nChanged 1169
		SP:Iteration 1F (16991.960000 sec): 3 clusters
  Score: Raw -296832.983531 + Penalty 2619.470209 = -294213.513322
  nChanged 235
		SP:Iteration 2F (16992.120000 sec): 3 clusters
  Score: Raw -296992.066538 + Penalty 2619.470209 = -294372.596330
  nChanged 187
		SP:Iteration 3F (16992.280000 sec): 3 clusters
  Score: Raw -297091.751253 + Penalty 2619.470209 = -294472.281045
  nChanged 122
		SP:Iteration 4Q (16992.490000 sec): 3 clusters
  Score: Raw -297151.092526 + Penalty 2619.470209 = -294531.622318
  nChanged 94
		SP:Iteration 5Q (16992.650000 sec): 3 clusters
  Score: Raw -297196.940836 + Penalty 2619.470209 = -294577.470628
  nChanged 73
		SP:Iteration 6Q (16992.860000 sec): 3 clusters
  Score: Raw -297226.320903 + Penalty 2619.470209 = -294606.850694
  nChanged 61
		SP:Iteration 7Q (16993.040000 sec): 3 clusters
  Score: Raw -297251.515696 + Penalty 2619.470209 = -294632.045488
  nChanged 52
		SP:Iteration 8Q (16993.220000 sec): 3 clusters
  Score: Raw -297277.207252 + Penalty 2619.470209 = -294657.737043
  nChanged 57
		SP:Iteration 9Q (16993.380000 sec): 3 clusters
  Score: Raw -297304.828943 + Penalty 2619.470209 = -294685.358735
  nChanged 42
		SP:Iteration 10Q (16993.570000 sec): 3 clusters
  Score: Raw -297325.983185 + Penalty 2619.470209 = -294706.512976
  nChanged 51
		SP:Iteration 11Q (16993.760000 sec): 3 clusters
  Score: Raw -297351.059597 + Penalty 2619.470209 = -294731.589388
  nChanged 49
		SP:Iteration 12Q (16993.960000 sec): 3 clusters
  Score: Raw -297376.685448 + Penalty 2619.470209 = -294757.215239
  nChanged 52
		SP:Iteration 13Q (16994.150000 sec): 3 clusters
  Score: Raw -297414.773461 + Penalty 2619.470209 = -294795.303253
  nChanged 61
		SP:Iteration 14Q (16994.350000 sec): 3 clusters
  Score: Raw -297452.068563 + Penalty 2619.470209 = -294832.598354
  nChanged 59
		SP:Iteration 15Q (16994.550000 sec): 3 clusters
  Score: Raw -297486.201585 + Penalty 2619.470209 = -294866.731376
  nChanged 50
		SP:Iteration 16Q (16994.750000 sec): 3 clusters
  Score: Raw -297515.041808 + Penalty 2619.470209 = -294895.571599
  nChanged 54
		SP:Iteration 17Q (16994.970000 sec): 3 clusters
  Score: Raw -297547.768581 + Penalty 2619.470209 = -294928.298372
  nChanged 54
		SP:Iteration 18Q (16995.140000 sec): 3 clusters
  Score: Raw -297579.242143 + Penalty 2619.470209 = -294959.771934
  nChanged 60
		SP:Iteration 19Q (16995.350000 sec): 3 clusters
  Score: Raw -297617.787915 + Penalty 2619.470209 = -294998.317706
  nChanged 55
		SP:Iteration 20F (16995.530000 sec): 3 clusters
  Score: Raw -297644.236182 + Penalty 2619.470209 = -295024.765973
  nChanged 43
		SP:Iteration 21Q (16995.710000 sec): 3 clusters
  Score: Raw -297662.636219 + Penalty 2619.470209 = -295043.166010
  nChanged 42
		SP:Iteration 22Q (16995.870000 sec): 3 clusters
  Score: Raw -297681.368448 + Penalty 2619.470209 = -295061.898239
  nChanged 37
		SP:Iteration 23Q (16996.090000 sec): 3 clusters
  Score: Raw -297696.426269 + Penalty 2619.470209 = -295076.956061
  nChanged 29
		SP:Iteration 24Q (16996.260000 sec): 3 clusters
  Score: Raw -297707.797485 + Penalty 2619.470209 = -295088.327276
  nChanged 20
		SP:Iteration 25Q (16996.450000 sec): 3 clusters
  Score: Raw -297714.800332 + Penalty 2619.470209 = -295095.330124
  nChanged 15
		SP:Iteration 26Q (16996.600000 sec): 3 clusters
  Score: Raw -297719.327948 + Penalty 2619.470209 = -295099.857739
  nChanged 16
		SP:Iteration 27Q (16996.790000 sec): 3 clusters
  Score: Raw -297725.563755 + Penalty 2619.470209 = -295106.093547
  nChanged 18
		SP:Iteration 28Q (16996.960000 sec): 3 clusters
  Score: Raw -297734.195507 + Penalty 2619.470209 = -295114.725298
  nChanged 21
		SP:Iteration 29Q (16997.130000 sec): 3 clusters
  Score: Raw -297742.150015 + Penalty 2619.470209 = -295122.679806
  nChanged 33
		SP:Iteration 30Q (16997.300000 sec): 3 clusters
  Score: Raw -297756.306876 + Penalty 2619.470209 = -295136.836668
  nChanged 23
		SP:Iteration 31Q (16997.530000 sec): 3 clusters
  Score: Raw -297764.414475 + Penalty 2619.470209 = -295144.944266
  nChanged 21
		SP:Iteration 32Q (16997.710000 sec): 3 clusters
  Score: Raw -297772.114788 + Penalty 2619.470209 = -295152.644579
  nChanged 18
		SP:Iteration 33Q (16997.920000 sec): 3 clusters
  Score: Raw -297776.956873 + Penalty 2619.470209 = -295157.486665
  nChanged 12
		SP:Iteration 34Q (16998.120000 sec): 3 clusters
  Score: Raw -297780.795338 + Penalty 2619.470209 = -295161.325129
  nChanged 8
		SP:Iteration 35Q (16998.320000 sec): 3 clusters
  Score: Raw -297783.792199 + Penalty 2619.470209 = -295164.321990
  nChanged 3
		SP:Iteration 36Q (16998.500000 sec): 3 clusters
  Score: Raw -297784.276589 + Penalty 2619.470209 = -295164.806381
  nChanged 0
		SP:Iteration 37F (16998.700000 sec): 3 clusters
  Score: Raw -297784.276589 + Penalty 2619.470209 = -295164.806381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (16998.830000 sec): 2 clusters
  Score: Raw -438945.036593 + Penalty 1357.136747 = -437587.899846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (16999.020000 sec): 3 clusters
  Score: Raw -436834.285388 + Penalty 2714.273494 = -434120.011894
  nChanged 1662
		SP:Iteration 1F (16999.200000 sec): 3 clusters
  Score: Raw -437842.658308 + Penalty 2714.273494 = -435128.384814
  nChanged 324
		SP:Iteration 2F (16999.380000 sec): 3 clusters
  Score: Raw -438084.748560 + Penalty 2714.273494 = -435370.475066
  nChanged 272
		SP:Iteration 3F (16999.580000 sec): 3 clusters
  Score: Raw -438259.822150 + Penalty 2714.273494 = -435545.548656
  nChanged 228
		SP:Iteration 4F (16999.730000 sec): 3 clusters
  Score: Raw -438415.180148 + Penalty 2714.273494 = -435700.906655
  nChanged 172
		SP:Iteration 5Q (16999.960000 sec): 3 clusters
  Score: Raw -438524.531906 + Penalty 2714.273494 = -435810.258412
  nChanged 165
		SP:Iteration 6Q (17000.170000 sec): 3 clusters
  Score: Raw -438632.126140 + Penalty 2714.273494 = -435917.852646
  nChanged 160
		SP:Iteration 7Q (17000.340000 sec): 3 clusters
  Score: Raw -438741.984055 + Penalty 2714.273494 = -436027.710561
  nChanged 147
		SP:Iteration 8Q (17000.560000 sec): 3 clusters
  Score: Raw -438834.975390 + Penalty 2714.273494 = -436120.701896
  nChanged 138
		SP:Iteration 9Q (17000.760000 sec): 3 clusters
  Score: Raw -438912.967418 + Penalty 2714.273494 = -436198.693924
  nChanged 102
		SP:Iteration 10Q (17000.930000 sec): 3 clusters
  Score: Raw -438968.379078 + Penalty 2714.273494 = -436254.105584
  nChanged 80
		SP:Iteration 11Q (17001.120000 sec): 3 clusters
  Score: Raw -439009.879295 + Penalty 2714.273494 = -436295.605801
  nChanged 67
		SP:Iteration 12Q (17001.280000 sec): 3 clusters
  Score: Raw -439045.308907 + Penalty 2714.273494 = -436331.035413
  nChanged 65
		SP:Iteration 13Q (17001.490000 sec): 3 clusters
  Score: Raw -439077.140151 + Penalty 2714.273494 = -436362.866657
  nChanged 53
		SP:Iteration 14Q (17001.670000 sec): 3 clusters
  Score: Raw -439099.107680 + Penalty 2714.273494 = -436384.834186
  nChanged 46
		SP:Iteration 15Q (17001.860000 sec): 3 clusters
  Score: Raw -439114.407028 + Penalty 2714.273494 = -436400.133534
  nChanged 34
		SP:Iteration 16Q (17002.090000 sec): 3 clusters
  Score: Raw -439126.099269 + Penalty 2714.273494 = -436411.825775
  nChanged 22
		SP:Iteration 17Q (17002.250000 sec): 3 clusters
  Score: Raw -439134.382001 + Penalty 2714.273494 = -436420.108507
  nChanged 21
		SP:Iteration 18Q (17002.440000 sec): 3 clusters
  Score: Raw -439142.684662 + Penalty 2714.273494 = -436428.411168
  nChanged 21
		SP:Iteration 19Q (17002.610000 sec): 3 clusters
  Score: Raw -439149.410077 + Penalty 2714.273494 = -436435.136583
  nChanged 14
		SP:Iteration 20F (17002.820000 sec): 3 clusters
  Score: Raw -439154.605378 + Penalty 2714.273494 = -436440.331884
  nChanged 12
		SP:Iteration 21Q (17002.960000 sec): 3 clusters
  Score: Raw -439158.188362 + Penalty 2714.273494 = -436443.914868
  nChanged 10
		SP:Iteration 22Q (17003.150000 sec): 3 clusters
  Score: Raw -439160.929462 + Penalty 2714.273494 = -436446.655968
  nChanged 12
		SP:Iteration 23Q (17003.340000 sec): 3 clusters
  Score: Raw -439163.488237 + Penalty 2714.273494 = -436449.214743
  nChanged 8
		SP:Iteration 24Q (17003.540000 sec): 3 clusters
  Score: Raw -439166.472464 + Penalty 2714.273494 = -436452.198970
  nChanged 11
		SP:Iteration 25Q (17003.700000 sec): 3 clusters
  Score: Raw -439170.786304 + Penalty 2714.273494 = -436456.512810
  nChanged 10
		SP:Iteration 26Q (17003.900000 sec): 3 clusters
  Score: Raw -439173.289658 + Penalty 2714.273494 = -436459.016164
  nChanged 3
		SP:Iteration 27Q (17004.100000 sec): 3 clusters
  Score: Raw -439173.947641 + Penalty 2714.273494 = -436459.674147
  nChanged 1
		SP:Iteration 28Q (17004.300000 sec): 3 clusters
  Score: Raw -439174.270850 + Penalty 2714.273494 = -436459.997356
  nChanged 0
		SP:Iteration 29F (17004.480000 sec): 3 clusters
  Score: Raw -439174.270850 + Penalty 2714.273494 = -436459.997356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (14222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17004.650000 sec): 2 clusters
  Score: Raw -1587966.100629 + Penalty 1553.913618 = -1586412.187011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17004.930000 sec): 3 clusters
  Score: Raw -1579583.287740 + Penalty 3107.827236 = -1576475.460505
  nChanged 6286
		SP:Iteration 1F (17005.170000 sec): 3 clusters
  Score: Raw -1582967.850281 + Penalty 3107.827236 = -1579860.023045
  nChanged 706
		SP:Iteration 2Q (17005.450000 sec): 3 clusters
  Score: Raw -1583199.204687 + Penalty 3107.827236 = -1580091.377451
  nChanged 577
		SP:Iteration 3Q (17005.660000 sec): 3 clusters
  Score: Raw -1583368.836958 + Penalty 3107.827236 = -1580261.009723
  nChanged 497
		SP:Iteration 4Q (17005.900000 sec): 3 clusters
  Score: Raw -1583494.526444 + Penalty 3107.827236 = -1580386.699208
  nChanged 386
		SP:Iteration 5Q (17006.190000 sec): 3 clusters
  Score: Raw -1583581.657564 + Penalty 3107.827236 = -1580473.830328
  nChanged 327
		SP:Iteration 6Q (17006.430000 sec): 3 clusters
  Score: Raw -1583653.037821 + Penalty 3107.827236 = -1580545.210585
  nChanged 303
		SP:Iteration 7Q (17006.640000 sec): 3 clusters
  Score: Raw -1583712.908344 + Penalty 3107.827236 = -1580605.081108
  nChanged 265
		SP:Iteration 8Q (17006.880000 sec): 3 clusters
  Score: Raw -1583763.982478 + Penalty 3107.827236 = -1580656.155243
  nChanged 241
		SP:Iteration 9Q (17007.140000 sec): 3 clusters
  Score: Raw -1583816.133678 + Penalty 3107.827236 = -1580708.306443
  nChanged 265
		SP:Iteration 10Q (17007.390000 sec): 3 clusters
  Score: Raw -1583877.467369 + Penalty 3107.827236 = -1580769.640133
  nChanged 271
		SP:Iteration 11Q (17007.660000 sec): 3 clusters
  Score: Raw -1583951.555447 + Penalty 3107.827236 = -1580843.728212
  nChanged 322
		SP:Iteration 12Q (17007.900000 sec): 3 clusters
  Score: Raw -1584047.777378 + Penalty 3107.827236 = -1580939.950142
  nChanged 379
		SP:Iteration 13Q (17008.110000 sec): 3 clusters
  Score: Raw -1584169.754864 + Penalty 3107.827236 = -1581061.927629
  nChanged 410
		SP:Iteration 14Q (17008.370000 sec): 3 clusters
  Score: Raw -1584324.383041 + Penalty 3107.827236 = -1581216.555806
  nChanged 503
		SP:Iteration 15Q (17008.550000 sec): 3 clusters
  Score: Raw -1584561.238855 + Penalty 3107.827236 = -1581453.411619
  nChanged 622
		SP:Iteration 16Q (17008.810000 sec): 3 clusters
  Score: Raw -1584911.929215 + Penalty 3107.827236 = -1581804.101979
  nChanged 772
		SP:Iteration 17F (17009.020000 sec): 3 clusters
  Score: Raw -1585440.390265 + Penalty 3107.827236 = -1582332.563030
  nChanged 851
		SP:Iteration 18F (17009.280000 sec): 3 clusters
  Score: Raw -1586110.961249 + Penalty 3107.827236 = -1583003.134013
  nChanged 800
		SP:Iteration 19F (17009.580000 sec): 3 clusters
  Score: Raw -1586835.005048 + Penalty 3107.827236 = -1583727.177812
  nChanged 609
		SP:Iteration 20F (17009.820000 sec): 3 clusters
  Score: Raw -1587388.917702 + Penalty 3107.827236 = -1584281.090466
  nChanged 377
		SP:Iteration 21Q (17010.050000 sec): 3 clusters
  Score: Raw -1587739.005389 + Penalty 3107.827236 = -1584631.178153
  nChanged 196
		SP:Iteration 22Q (17010.290000 sec): 3 clusters
  Score: Raw -1587935.301901 + Penalty 3107.827236 = -1584827.474665
  nChanged 103
		SP:Iteration 23Q (17010.550000 sec): 3 clusters
  Score: Raw -1588040.608399 + Penalty 3107.827236 = -1584932.781163
  nChanged 55
		SP:Iteration 24Q (17010.790000 sec): 3 clusters
  Score: Raw -1588108.462883 + Penalty 3107.827236 = -1585000.635648
  nChanged 30
		SP:Iteration 25Q (17010.990000 sec): 3 clusters
  Score: Raw -1588147.841150 + Penalty 3107.827236 = -1585040.013915
  nChanged 15
		SP:Iteration 26Q (17011.250000 sec): 3 clusters
  Score: Raw -1588169.387952 + Penalty 3107.827236 = -1585061.560717
  nChanged 13
		SP:Iteration 27Q (17011.470000 sec): 3 clusters
  Score: Raw -1588190.282928 + Penalty 3107.827236 = -1585082.455692
  nChanged 6
		SP:Iteration 28Q (17011.680000 sec): 3 clusters
  Score: Raw -1588200.953671 + Penalty 3107.827236 = -1585093.126435
  nChanged 2
		SP:Iteration 29Q (17011.910000 sec): 3 clusters
  Score: Raw -1588203.912922 + Penalty 3107.827236 = -1585096.085687
  nChanged 2
		SP:Iteration 30Q (17012.140000 sec): 3 clusters
  Score: Raw -1588206.194694 + Penalty 3107.827236 = -1585098.367459
  nChanged 1
		SP:Iteration 31Q (17012.340000 sec): 3 clusters
  Score: Raw -1588207.422834 + Penalty 3107.827236 = -1585099.595598
  nChanged 0
		SP:Iteration 32F (17012.610000 sec): 3 clusters
  Score: Raw -1588207.422834 + Penalty 3107.827236 = -1585099.595598
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (5979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17012.710000 sec): 2 clusters
  Score: Raw -650457.046096 + Penalty 1413.101399 = -649043.944697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17012.910000 sec): 3 clusters
  Score: Raw -647228.692357 + Penalty 2826.202798 = -644402.489559
  nChanged 2507
		SP:Iteration 1F (17013.120000 sec): 3 clusters
  Score: Raw -648631.539644 + Penalty 2826.202798 = -645805.336846
  nChanged 400
		SP:Iteration 2F (17013.270000 sec): 3 clusters
  Score: Raw -648878.417244 + Penalty 2826.202798 = -646052.214446
  nChanged 369
		SP:Iteration 3F (17013.470000 sec): 3 clusters
  Score: Raw -649101.082071 + Penalty 2826.202798 = -646274.879274
  nChanged 310
		SP:Iteration 4F (17013.700000 sec): 3 clusters
  Score: Raw -649274.043144 + Penalty 2826.202798 = -646447.840346
  nChanged 260
		SP:Iteration 5Q (17013.880000 sec): 3 clusters
  Score: Raw -649415.061101 + Penalty 2826.202798 = -646588.858304
  nChanged 250
		SP:Iteration 6Q (17014.070000 sec): 3 clusters
  Score: Raw -649561.538191 + Penalty 2826.202798 = -646735.335393
  nChanged 228
		SP:Iteration 7Q (17014.280000 sec): 3 clusters
  Score: Raw -649683.837197 + Penalty 2826.202798 = -646857.634399
  nChanged 206
		SP:Iteration 8Q (17014.470000 sec): 3 clusters
  Score: Raw -649767.015856 + Penalty 2826.202798 = -646940.813059
  nChanged 154
		SP:Iteration 9Q (17014.690000 sec): 3 clusters
  Score: Raw -649839.143469 + Penalty 2826.202798 = -647012.940671
  nChanged 137
		SP:Iteration 10Q (17014.900000 sec): 3 clusters
  Score: Raw -649901.222686 + Penalty 2826.202798 = -647075.019888
  nChanged 149
		SP:Iteration 11Q (17015.110000 sec): 3 clusters
  Score: Raw -649956.570643 + Penalty 2826.202798 = -647130.367845
  nChanged 112
		SP:Iteration 12Q (17015.270000 sec): 3 clusters
  Score: Raw -650001.759402 + Penalty 2826.202798 = -647175.556604
  nChanged 108
		SP:Iteration 13Q (17015.460000 sec): 3 clusters
  Score: Raw -650036.342316 + Penalty 2826.202798 = -647210.139518
  nChanged 102
		SP:Iteration 14Q (17015.680000 sec): 3 clusters
  Score: Raw -650074.954650 + Penalty 2826.202798 = -647248.751852
  nChanged 119
		SP:Iteration 15Q (17015.840000 sec): 3 clusters
  Score: Raw -650118.073166 + Penalty 2826.202798 = -647291.870368
  nChanged 97
		SP:Iteration 16Q (17016.050000 sec): 3 clusters
  Score: Raw -650149.247263 + Penalty 2826.202798 = -647323.044465
  nChanged 77
		SP:Iteration 17Q (17016.250000 sec): 3 clusters
  Score: Raw -650173.224712 + Penalty 2826.202798 = -647347.021914
  nChanged 66
		SP:Iteration 18Q (17016.450000 sec): 3 clusters
  Score: Raw -650190.053355 + Penalty 2826.202798 = -647363.850557
  nChanged 62
		SP:Iteration 19Q (17016.630000 sec): 3 clusters
  Score: Raw -650207.418327 + Penalty 2826.202798 = -647381.215529
  nChanged 67
		SP:Iteration 20F (17016.820000 sec): 3 clusters
  Score: Raw -650226.489560 + Penalty 2826.202798 = -647400.286762
  nChanged 67
		SP:Iteration 21Q (17017.010000 sec): 3 clusters
  Score: Raw -650246.370175 + Penalty 2826.202798 = -647420.167377
  nChanged 59
		SP:Iteration 22Q (17017.220000 sec): 3 clusters
  Score: Raw -650262.317155 + Penalty 2826.202798 = -647436.114357
  nChanged 52
		SP:Iteration 23Q (17017.440000 sec): 3 clusters
  Score: Raw -650274.441961 + Penalty 2826.202798 = -647448.239163
  nChanged 43
		SP:Iteration 24Q (17017.610000 sec): 3 clusters
  Score: Raw -650286.308735 + Penalty 2826.202798 = -647460.105937
  nChanged 40
		SP:Iteration 25Q (17017.840000 sec): 3 clusters
  Score: Raw -650296.482246 + Penalty 2826.202798 = -647470.279448
  nChanged 46
		SP:Iteration 26Q (17018.000000 sec): 3 clusters
  Score: Raw -650309.721179 + Penalty 2826.202798 = -647483.518381
  nChanged 44
		SP:Iteration 27Q (17018.210000 sec): 3 clusters
  Score: Raw -650320.641598 + Penalty 2826.202798 = -647494.438800
  nChanged 40
		SP:Iteration 28Q (17018.420000 sec): 3 clusters
  Score: Raw -650330.839156 + Penalty 2826.202798 = -647504.636359
  nChanged 33
		SP:Iteration 29Q (17018.610000 sec): 3 clusters
  Score: Raw -650340.878330 + Penalty 2826.202798 = -647514.675532
  nChanged 45
		SP:Iteration 30Q (17018.800000 sec): 3 clusters
  Score: Raw -650355.187804 + Penalty 2826.202798 = -647528.985006
  nChanged 50
		SP:Iteration 31Q (17019.010000 sec): 3 clusters
  Score: Raw -650368.213098 + Penalty 2826.202798 = -647542.010300
  nChanged 38
		SP:Iteration 32Q (17019.210000 sec): 3 clusters
  Score: Raw -650378.088535 + Penalty 2826.202798 = -647551.885738
  nChanged 32
		SP:Iteration 33Q (17019.410000 sec): 3 clusters
  Score: Raw -650386.628868 + Penalty 2826.202798 = -647560.426070
  nChanged 40
		SP:Iteration 34Q (17019.660000 sec): 3 clusters
  Score: Raw -650397.793623 + Penalty 2826.202798 = -647571.590825
  nChanged 31
		SP:Iteration 35Q (17019.810000 sec): 3 clusters
  Score: Raw -650405.195656 + Penalty 2826.202798 = -647578.992858
  nChanged 28
		SP:Iteration 36Q (17020.040000 sec): 3 clusters
  Score: Raw -650411.866003 + Penalty 2826.202798 = -647585.663205
  nChanged 18
		SP:Iteration 37Q (17020.250000 sec): 3 clusters
  Score: Raw -650415.212950 + Penalty 2826.202798 = -647589.010153
  nChanged 16
		SP:Iteration 38Q (17020.450000 sec): 3 clusters
  Score: Raw -650418.521073 + Penalty 2826.202798 = -647592.318275
  nChanged 16
		SP:Iteration 39Q (17020.660000 sec): 3 clusters
  Score: Raw -650422.783436 + Penalty 2826.202798 = -647596.580638
  nChanged 17
		SP:Iteration 40F (17020.860000 sec): 3 clusters
  Score: Raw -650426.822452 + Penalty 2826.202798 = -647600.619654
  nChanged 15
		SP:Iteration 41Q (17021.030000 sec): 3 clusters
  Score: Raw -650430.433478 + Penalty 2826.202798 = -647604.230680
  nChanged 12
		SP:Iteration 42Q (17021.240000 sec): 3 clusters
  Score: Raw -650433.558198 + Penalty 2826.202798 = -647607.355400
  nChanged 15
		SP:Iteration 43Q (17021.390000 sec): 3 clusters
  Score: Raw -650437.332821 + Penalty 2826.202798 = -647611.130023
  nChanged 18
		SP:Iteration 44Q (17021.600000 sec): 3 clusters
  Score: Raw -650441.439394 + Penalty 2826.202798 = -647615.236597
  nChanged 10
		SP:Iteration 45Q (17021.790000 sec): 3 clusters
  Score: Raw -650443.421196 + Penalty 2826.202798 = -647617.218398
  nChanged 11
		SP:Iteration 46Q (17022.000000 sec): 3 clusters
  Score: Raw -650446.602414 + Penalty 2826.202798 = -647620.399616
  nChanged 12
		SP:Iteration 47Q (17022.200000 sec): 3 clusters
  Score: Raw -650449.570745 + Penalty 2826.202798 = -647623.367947
  nChanged 11
		SP:Iteration 48Q (17022.380000 sec): 3 clusters
  Score: Raw -650451.752736 + Penalty 2826.202798 = -647625.549939
  nChanged 11
		SP:Iteration 49Q (17022.570000 sec): 3 clusters
  Score: Raw -650454.289917 + Penalty 2826.202798 = -647628.087120
  nChanged 12
		SP:Iteration 50Q (17022.770000 sec): 3 clusters
  Score: Raw -650458.122455 + Penalty 2826.202798 = -647631.919657
  nChanged 19
		SP:Iteration 51Q (17022.970000 sec): 3 clusters
  Score: Raw -650463.094012 + Penalty 2826.202798 = -647636.891214
  nChanged 17
		SP:Iteration 52Q (17023.130000 sec): 3 clusters
  Score: Raw -650467.262760 + Penalty 2826.202798 = -647641.059962
  nChanged 13
		SP:Iteration 53Q (17023.330000 sec): 3 clusters
  Score: Raw -650469.950686 + Penalty 2826.202798 = -647643.747888
  nChanged 16
		SP:Iteration 54Q (17023.580000 sec): 3 clusters
  Score: Raw -650474.670549 + Penalty 2826.202798 = -647648.467751
  nChanged 19
		SP:Iteration 55Q (17023.760000 sec): 3 clusters
  Score: Raw -650480.236341 + Penalty 2826.202798 = -647654.033543
  nChanged 12
		SP:Iteration 56Q (17023.990000 sec): 3 clusters
  Score: Raw -650482.944278 + Penalty 2826.202798 = -647656.741480
  nChanged 8
		SP:Iteration 57Q (17024.200000 sec): 3 clusters
  Score: Raw -650484.621247 + Penalty 2826.202798 = -647658.418449
  nChanged 10
		SP:Iteration 58Q (17024.430000 sec): 3 clusters
  Score: Raw -650487.541776 + Penalty 2826.202798 = -647661.338978
  nChanged 15
		SP:Iteration 59Q (17024.650000 sec): 3 clusters
  Score: Raw -650491.662923 + Penalty 2826.202798 = -647665.460125
  nChanged 13
		SP:Iteration 60F (17024.870000 sec): 3 clusters
  Score: Raw -650494.690914 + Penalty 2826.202798 = -647668.488116
  nChanged 11
		SP:Iteration 61Q (17025.080000 sec): 3 clusters
  Score: Raw -650496.697160 + Penalty 2826.202798 = -647670.494362
  nChanged 7
		SP:Iteration 62Q (17025.300000 sec): 3 clusters
  Score: Raw -650498.730530 + Penalty 2826.202798 = -647672.527732
  nChanged 8
		SP:Iteration 63Q (17025.520000 sec): 3 clusters
  Score: Raw -650501.107348 + Penalty 2826.202798 = -647674.904550
  nChanged 17
		SP:Iteration 64Q (17025.740000 sec): 3 clusters
  Score: Raw -650506.799521 + Penalty 2826.202798 = -647680.596723
  nChanged 22
		SP:Iteration 65Q (17026.010000 sec): 3 clusters
  Score: Raw -650513.519497 + Penalty 2826.202798 = -647687.316699
  nChanged 18
		SP:Iteration 66Q (17026.220000 sec): 3 clusters
  Score: Raw -650518.450136 + Penalty 2826.202798 = -647692.247338
  nChanged 19
		SP:Iteration 67Q (17026.420000 sec): 3 clusters
  Score: Raw -650524.198331 + Penalty 2826.202798 = -647697.995533
  nChanged 15
		SP:Iteration 68Q (17026.640000 sec): 3 clusters
  Score: Raw -650527.873155 + Penalty 2826.202798 = -647701.670357
  nChanged 14
		SP:Iteration 69Q (17026.880000 sec): 3 clusters
  Score: Raw -650531.434815 + Penalty 2826.202798 = -647705.232017
  nChanged 14
		SP:Iteration 70Q (17027.070000 sec): 3 clusters
  Score: Raw -650534.713583 + Penalty 2826.202798 = -647708.510785
  nChanged 16
		SP:Iteration 71Q (17027.280000 sec): 3 clusters
  Score: Raw -650538.103452 + Penalty 2826.202798 = -647711.900654
  nChanged 9
		SP:Iteration 72Q (17027.460000 sec): 3 clusters
  Score: Raw -650539.822199 + Penalty 2826.202798 = -647713.619401
  nChanged 9
		SP:Iteration 73Q (17027.660000 sec): 3 clusters
  Score: Raw -650542.868847 + Penalty 2826.202798 = -647716.666049
  nChanged 11
		SP:Iteration 74Q (17027.850000 sec): 3 clusters
  Score: Raw -650545.208697 + Penalty 2826.202798 = -647719.005899
  nChanged 9
		SP:Iteration 75Q (17028.070000 sec): 3 clusters
  Score: Raw -650546.947077 + Penalty 2826.202798 = -647720.744279
  nChanged 2
		SP:Iteration 76Q (17028.320000 sec): 3 clusters
  Score: Raw -650547.282113 + Penalty 2826.202798 = -647721.079315
  nChanged 6
		SP:Iteration 77Q (17028.520000 sec): 3 clusters
  Score: Raw -650548.530721 + Penalty 2826.202798 = -647722.327923
  nChanged 3
		SP:Iteration 78Q (17028.700000 sec): 3 clusters
  Score: Raw -650548.920253 + Penalty 2826.202798 = -647722.717455
  nChanged 3
		SP:Iteration 79Q (17028.920000 sec): 3 clusters
  Score: Raw -650549.400297 + Penalty 2826.202798 = -647723.197499
  nChanged 4
		SP:Iteration 80F (17029.110000 sec): 3 clusters
  Score: Raw -650550.073353 + Penalty 2826.202798 = -647723.870556
  nChanged 2
		SP:Iteration 81Q (17029.350000 sec): 3 clusters
  Score: Raw -650550.396532 + Penalty 2826.202798 = -647724.193734
  nChanged 3
		SP:Iteration 82Q (17029.580000 sec): 3 clusters
  Score: Raw -650551.403286 + Penalty 2826.202798 = -647725.200488
  nChanged 5
		SP:Iteration 83Q (17029.770000 sec): 3 clusters
  Score: Raw -650552.837191 + Penalty 2826.202798 = -647726.634393
  nChanged 4
		SP:Iteration 84Q (17030.000000 sec): 3 clusters
  Score: Raw -650553.528699 + Penalty 2826.202798 = -647727.325901
  nChanged 4
		SP:Iteration 85Q (17030.210000 sec): 3 clusters
  Score: Raw -650554.400828 + Penalty 2826.202798 = -647728.198030
  nChanged 2
		SP:Iteration 86Q (17030.400000 sec): 3 clusters
  Score: Raw -650555.832973 + Penalty 2826.202798 = -647729.630175
  nChanged 8
		SP:Iteration 87Q (17030.620000 sec): 3 clusters
  Score: Raw -650558.467273 + Penalty 2826.202798 = -647732.264475
  nChanged 7
		SP:Iteration 88Q (17030.840000 sec): 3 clusters
  Score: Raw -650560.404138 + Penalty 2826.202798 = -647734.201340
  nChanged 9
		SP:Iteration 89Q (17031.000000 sec): 3 clusters
  Score: Raw -650562.417897 + Penalty 2826.202798 = -647736.215100
  nChanged 10
		SP:Iteration 90Q (17031.230000 sec): 3 clusters
  Score: Raw -650566.194496 + Penalty 2826.202798 = -647739.991699
  nChanged 13
		SP:Iteration 91Q (17031.390000 sec): 3 clusters
  Score: Raw -650572.395197 + Penalty 2826.202798 = -647746.192399
  nChanged 25
		SP:Iteration 92Q (17031.580000 sec): 3 clusters
  Score: Raw -650584.247097 + Penalty 2826.202798 = -647758.044299
  nChanged 28
		SP:Iteration 93Q (17031.800000 sec): 3 clusters
  Score: Raw -650596.070132 + Penalty 2826.202798 = -647769.867334
  nChanged 22
		SP:Iteration 94Q (17032.000000 sec): 3 clusters
  Score: Raw -650606.091784 + Penalty 2826.202798 = -647779.888986
  nChanged 20
		SP:Iteration 95Q (17032.160000 sec): 3 clusters
  Score: Raw -650612.879126 + Penalty 2826.202798 = -647786.676328
  nChanged 21
		SP:Iteration 96Q (17032.360000 sec): 3 clusters
  Score: Raw -650623.146262 + Penalty 2826.202798 = -647796.943465
  nChanged 28
		SP:Iteration 97Q (17032.560000 sec): 3 clusters
  Score: Raw -650635.231939 + Penalty 2826.202798 = -647809.029141
  nChanged 26
		SP:Iteration 98Q (17032.750000 sec): 3 clusters
  Score: Raw -650647.575784 + Penalty 2826.202798 = -647821.372986
  nChanged 26
		SP:Iteration 99Q (17032.930000 sec): 3 clusters
  Score: Raw -650658.404542 + Penalty 2826.202798 = -647832.201744
  nChanged 24
		SP:Iteration 100F (17033.160000 sec): 3 clusters
  Score: Raw -650669.472235 + Penalty 2826.202798 = -647843.269437
  nChanged 18
		SP:Iteration 101Q (17033.330000 sec): 3 clusters
  Score: Raw -650677.004915 + Penalty 2826.202798 = -647850.802117
  nChanged 22
		SP:Iteration 102Q (17033.500000 sec): 3 clusters
  Score: Raw -650687.220254 + Penalty 2826.202798 = -647861.017456
  nChanged 26
		SP:Iteration 103Q (17033.730000 sec): 3 clusters
  Score: Raw -650699.261005 + Penalty 2826.202798 = -647873.058208
  nChanged 19
		SP:Iteration 104Q (17033.910000 sec): 3 clusters
  Score: Raw -650705.702731 + Penalty 2826.202798 = -647879.499933
  nChanged 19
		SP:Iteration 105Q (17034.120000 sec): 3 clusters
  Score: Raw -650713.774646 + Penalty 2826.202798 = -647887.571848
  nChanged 18
		SP:Iteration 106Q (17034.280000 sec): 3 clusters
  Score: Raw -650723.668120 + Penalty 2826.202798 = -647897.465322
  nChanged 26
		SP:Iteration 107Q (17034.470000 sec): 3 clusters
  Score: Raw -650734.266699 + Penalty 2826.202798 = -647908.063901
  nChanged 16
		SP:Iteration 108Q (17034.660000 sec): 3 clusters
  Score: Raw -650741.273433 + Penalty 2826.202798 = -647915.070636
  nChanged 14
		SP:Iteration 109Q (17034.860000 sec): 3 clusters
  Score: Raw -650746.620784 + Penalty 2826.202798 = -647920.417987
  nChanged 11
		SP:Iteration 110Q (17035.080000 sec): 3 clusters
  Score: Raw -650751.387849 + Penalty 2826.202798 = -647925.185051
  nChanged 11
		SP:Iteration 111Q (17035.260000 sec): 3 clusters
  Score: Raw -650756.844775 + Penalty 2826.202798 = -647930.641977
  nChanged 12
		SP:Iteration 112Q (17035.490000 sec): 3 clusters
  Score: Raw -650762.392982 + Penalty 2826.202798 = -647936.190185
  nChanged 13
		SP:Iteration 113Q (17035.630000 sec): 3 clusters
  Score: Raw -650766.666630 + Penalty 2826.202798 = -647940.463832
  nChanged 7
		SP:Iteration 114Q (17035.880000 sec): 3 clusters
  Score: Raw -650769.824175 + Penalty 2826.202798 = -647943.621377
  nChanged 5
		SP:Iteration 115Q (17036.070000 sec): 3 clusters
  Score: Raw -650772.630998 + Penalty 2826.202798 = -647946.428200
  nChanged 4
		SP:Iteration 116Q (17036.280000 sec): 3 clusters
  Score: Raw -650773.818349 + Penalty 2826.202798 = -647947.615551
  nChanged 6
		SP:Iteration 117Q (17036.500000 sec): 3 clusters
  Score: Raw -650776.734626 + Penalty 2826.202798 = -647950.531828
  nChanged 5
		SP:Iteration 118Q (17036.700000 sec): 3 clusters
  Score: Raw -650779.314337 + Penalty 2826.202798 = -647953.111539
  nChanged 4
		SP:Iteration 119Q (17036.920000 sec): 3 clusters
  Score: Raw -650781.465443 + Penalty 2826.202798 = -647955.262645
  nChanged 3
		SP:Iteration 120F (17037.070000 sec): 3 clusters
  Score: Raw -650783.500870 + Penalty 2826.202798 = -647957.298073
  nChanged 5
		SP:Iteration 121Q (17037.250000 sec): 3 clusters
  Score: Raw -650785.647516 + Penalty 2826.202798 = -647959.444718
  nChanged 7
		SP:Iteration 122Q (17037.440000 sec): 3 clusters
  Score: Raw -650788.725808 + Penalty 2826.202798 = -647962.523010
  nChanged 7
		SP:Iteration 123Q (17037.640000 sec): 3 clusters
  Score: Raw -650791.491311 + Penalty 2826.202798 = -647965.288513
  nChanged 6
		SP:Iteration 124Q (17037.850000 sec): 3 clusters
  Score: Raw -650794.536056 + Penalty 2826.202798 = -647968.333258
  nChanged 9
		SP:Iteration 125Q (17038.050000 sec): 3 clusters
  Score: Raw -650799.892542 + Penalty 2826.202798 = -647973.689744
  nChanged 10
		SP:Iteration 126Q (17038.250000 sec): 3 clusters
  Score: Raw -650804.159152 + Penalty 2826.202798 = -647977.956355
  nChanged 4
		SP:Iteration 127Q (17038.480000 sec): 3 clusters
  Score: Raw -650806.273816 + Penalty 2826.202798 = -647980.071018
  nChanged 4
		SP:Iteration 128Q (17038.710000 sec): 3 clusters
  Score: Raw -650808.201123 + Penalty 2826.202798 = -647981.998325
  nChanged 3
		SP:Iteration 129Q (17038.910000 sec): 3 clusters
  Score: Raw -650808.851298 + Penalty 2826.202798 = -647982.648500
  nChanged 2
		SP:Iteration 130Q (17039.130000 sec): 3 clusters
  Score: Raw -650809.999750 + Penalty 2826.202798 = -647983.796952
  nChanged 3
		SP:Iteration 131Q (17039.350000 sec): 3 clusters
  Score: Raw -650812.468064 + Penalty 2826.202798 = -647986.265266
  nChanged 5
		SP:Iteration 132Q (17039.590000 sec): 3 clusters
  Score: Raw -650814.976095 + Penalty 2826.202798 = -647988.773297
  nChanged 3
		SP:Iteration 133Q (17039.790000 sec): 3 clusters
  Score: Raw -650816.313394 + Penalty 2826.202798 = -647990.110596
  nChanged 4
		SP:Iteration 134Q (17040.000000 sec): 3 clusters
  Score: Raw -650817.831092 + Penalty 2826.202798 = -647991.628294
  nChanged 4
		SP:Iteration 135Q (17040.160000 sec): 3 clusters
  Score: Raw -650820.544406 + Penalty 2826.202798 = -647994.341608
  nChanged 4
		SP:Iteration 136Q (17040.330000 sec): 3 clusters
  Score: Raw -650822.215759 + Penalty 2826.202798 = -647996.012961
  nChanged 2
		SP:Iteration 137Q (17040.540000 sec): 3 clusters
  Score: Raw -650822.658818 + Penalty 2826.202798 = -647996.456020
  nChanged 2
		SP:Iteration 138Q (17040.740000 sec): 3 clusters
  Score: Raw -650823.059108 + Penalty 2826.202798 = -647996.856310
  nChanged 1
		SP:Iteration 139Q (17040.900000 sec): 3 clusters
  Score: Raw -650823.151486 + Penalty 2826.202798 = -647996.948689
  nChanged 0
		SP:Iteration 140F (17041.100000 sec): 3 clusters
  Score: Raw -650823.151486 + Penalty 2826.202798 = -647996.948689
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (17041.220000 sec): 2 clusters
  Score: Raw -50747.848156 + Penalty 1008.895879 = -49738.952277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (17041.390000 sec): 3 clusters
  Score: Raw -50704.536734 + Penalty 2017.791758 = -48686.744975
  nChanged 103
		SP:Iteration 1F (17041.550000 sec): 3 clusters
  Score: Raw -50859.615098 + Penalty 2017.791758 = -48841.823340
  nChanged 22
		SP:Iteration 2Q (17041.680000 sec): 3 clusters
  Score: Raw -50895.020391 + Penalty 2017.791758 = -48877.228633
  nChanged 11
		SP:Iteration 3Q (17041.850000 sec): 3 clusters
  Score: Raw -50913.720927 + Penalty 2017.791758 = -48895.929169
  nChanged 6
		SP:Iteration 4Q (17042.050000 sec): 3 clusters
  Score: Raw -50923.902703 + Penalty 2017.791758 = -48906.110944
  nChanged 7
		SP:Iteration 5Q (17042.190000 sec): 3 clusters
  Score: Raw -50936.111792 + Penalty 2017.791758 = -48918.320034
  nChanged 6
		SP:Iteration 6Q (17042.370000 sec): 3 clusters
  Score: Raw -50947.807722 + Penalty 2017.791758 = -48930.015963
  nChanged 3
		SP:Iteration 7Q (17042.570000 sec): 3 clusters
  Score: Raw -50949.855369 + Penalty 2017.791758 = -48932.063610
  nChanged 2
		SP:Iteration 8Q (17042.740000 sec): 3 clusters
  Score: Raw -50952.466355 + Penalty 2017.791758 = -48934.674597
  nChanged 1
		SP:Iteration 9Q (17042.930000 sec): 3 clusters
  Score: Raw -50953.133675 + Penalty 2017.791758 = -48935.341917
  nChanged 0
		SP:Iteration 10F (17043.110000 sec): 3 clusters
  Score: Raw -50953.133675 + Penalty 2017.791758 = -48935.341917
  nChanged 0
Deleting Class 72 (74 points): Lose 2142.265438 but Gain 2295.579846
Iteration 179Q (17137.600000 sec): 73 clusters
  Score: Raw -138121330.016802 + Penalty 165281.748912 = -137956048.267889
  nChanged 792
Iteration 180F (17295.630000 sec): 73 clusters
  Score: Raw -138122746.117932 + Penalty 165281.748912 = -137957464.369020
  nChanged 832
Iteration 181Q (17384.110000 sec): 73 clusters
  Score: Raw -138123078.885523 + Penalty 165281.748912 = -137957797.136611
  nChanged 713
Iteration 182Q (17472.010000 sec): 73 clusters
  Score: Raw -138123213.429481 + Penalty 165281.748912 = -137957931.680569
  nChanged 679
Iteration 183Q (17553.220000 sec): 73 clusters
  Score: Raw -138123303.909259 + Penalty 165281.748912 = -137958022.160346
  nChanged 697
Iteration 184Q (17638.870000 sec): 73 clusters
  Score: Raw -138123376.024043 + Penalty 165281.748912 = -137958094.275130
  nChanged 654
Iteration 185Q (17735.200000 sec): 73 clusters
  Score: Raw -138123421.084585 + Penalty 165281.748912 = -137958139.335673
  nChanged 645
Iteration 186Q (17831.870000 sec): 73 clusters
  Score: Raw -138123463.702189 + Penalty 165281.748912 = -137958181.953277
  nChanged 641
Iteration 187Q (17933.360000 sec): 73 clusters
  Score: Raw -138123506.710542 + Penalty 165281.748912 = -137958224.961629
  nChanged 613
Iteration 188Q (18024.790000 sec): 73 clusters
  Score: Raw -138123540.126088 + Penalty 165281.748912 = -137958258.377175
  nChanged 611
Iteration 189Q (18113.200000 sec): 73 clusters
  Score: Raw -138123564.809402 + Penalty 165281.748912 = -137958283.060490
  nChanged 594
Iteration 190Q (18203.510000 sec): 73 clusters
  Score: Raw -138123589.591475 + Penalty 165281.748912 = -137958307.842563
  nChanged 601
Iteration 191Q (18289.500000 sec): 73 clusters
  Score: Raw -138123614.753098 + Penalty 165281.748912 = -137958333.004186
  nChanged 578
Iteration 192Q (18384.150000 sec): 73 clusters
  Score: Raw -138123638.291623 + Penalty 165281.748912 = -137958356.542711
  nChanged 602
Iteration 193Q (18476.990000 sec): 73 clusters
  Score: Raw -138123664.224168 + Penalty 165281.748912 = -137958382.475256
  nChanged 607
Iteration 194Q (18566.610000 sec): 73 clusters
  Score: Raw -138123692.970350 + Penalty 165281.748912 = -137958411.221438
  nChanged 608
Iteration 195Q (18661.040000 sec): 73 clusters
  Score: Raw -138123716.722736 + Penalty 165281.748912 = -137958434.973824
  nChanged 586
Iteration 196Q (18746.610000 sec): 73 clusters
  Score: Raw -138123741.032986 + Penalty 165281.748912 = -137958459.284074
  nChanged 545
Iteration 197Q (18843.400000 sec): 73 clusters
  Score: Raw -138123764.347371 + Penalty 165281.748912 = -137958482.598458
  nChanged 543
Iteration 198Q (18936.160000 sec): 73 clusters
  Score: Raw -138123785.018484 + Penalty 165281.748912 = -137958503.269571
  nChanged 528
Iteration 199Q (19018.810000 sec): 73 clusters
  Score: Raw -138123807.421861 + Penalty 165281.748912 = -137958525.672949
  nChanged 520
Iteration 200F (19172.380000 sec): 73 clusters
  Score: Raw -138123891.824705 + Penalty 165281.748912 = -137958610.075793
  nChanged 549
Iteration 201Q (19263.500000 sec): 73 clusters
  Score: Raw -138123954.993034 + Penalty 165281.748912 = -137958673.244122
  nChanged 537
Iteration 202Q (19339.650000 sec): 73 clusters
  Score: Raw -138124005.969368 + Penalty 165281.748912 = -137958724.220456
  nChanged 537
Iteration 203Q (19430.450000 sec): 73 clusters
  Score: Raw -138124036.297371 + Penalty 165281.748912 = -137958754.548459
  nChanged 548
Iteration 204Q (19521.370000 sec): 73 clusters
  Score: Raw -138124063.859914 + Penalty 165281.748912 = -137958782.111002
  nChanged 505
Iteration 205Q (19616.520000 sec): 73 clusters
  Score: Raw -138124086.317065 + Penalty 165281.748912 = -137958804.568152
  nChanged 489
Iteration 206Q (19710.190000 sec): 73 clusters
  Score: Raw -138124106.774407 + Penalty 165281.748912 = -137958825.025495
  nChanged 440
Iteration 207Q (19805.860000 sec): 73 clusters
  Score: Raw -138124124.364510 + Penalty 165281.748912 = -137958842.615597
  nChanged 401
Iteration 208Q (19905.280000 sec): 73 clusters
  Score: Raw -138124143.696433 + Penalty 165281.748912 = -137958861.947520
  nChanged 402
Iteration 209Q (19992.450000 sec): 73 clusters
  Score: Raw -138124160.859998 + Penalty 165281.748912 = -137958879.111086
  nChanged 394
Iteration 210Q (20088.620000 sec): 73 clusters
  Score: Raw -138124176.246930 + Penalty 165281.748912 = -137958894.498018
  nChanged 341
Iteration 211Q (20211.520000 sec): 73 clusters
  Score: Raw -138124188.536358 + Penalty 165281.748912 = -137958906.787446
  nChanged 325
Iteration 212Q (20323.620000 sec): 73 clusters
  Score: Raw -138124199.701099 + Penalty 165281.748912 = -137958917.952187
  nChanged 339
Iteration 213Q (20439.090000 sec): 73 clusters
  Score: Raw -138124210.773716 + Penalty 165281.748912 = -137958929.024804
  nChanged 342
Iteration 214Q (20557.670000 sec): 73 clusters
  Score: Raw -138124221.521930 + Penalty 165281.748912 = -137958939.773017
  nChanged 315
Iteration 215Q (20680.160000 sec): 73 clusters
  Score: Raw -138124231.676501 + Penalty 165281.748912 = -137958949.927588
  nChanged 299
Iteration 216Q (20791.310000 sec): 73 clusters
  Score: Raw -138124243.980327 + Penalty 165281.748912 = -137958962.231415
  nChanged 288
Iteration 217Q (20877.570000 sec): 73 clusters
  Score: Raw -138124257.593464 + Penalty 165281.748912 = -137958975.844552
  nChanged 287
Iteration 218Q (20955.770000 sec): 73 clusters
  Score: Raw -138124270.160534 + Penalty 165281.748912 = -137958988.411622
  nChanged 248
Writing temp clu file 
Because OldScore, -137958975.844552, is greater than current (better) Score,-137958988.411622 
 Compute initial score before splitting:   Score: Raw -138124270.160534 + Penalty 165281.748912 = -137958988.411622
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20956.120000 sec): 2 clusters
  Score: Raw -351898.356685 + Penalty 1335.070391 = -350563.286294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20956.350000 sec): 3 clusters
  Score: Raw -350106.751310 + Penalty 2670.140782 = -347436.610528
  nChanged 1449
		SP:Iteration 1F (20956.530000 sec): 3 clusters
  Score: Raw -350955.434975 + Penalty 2670.140782 = -348285.294193
  nChanged 311
		SP:Iteration 2F (20956.670000 sec): 3 clusters
  Score: Raw -351193.728350 + Penalty 2670.140782 = -348523.587568
  nChanged 261
		SP:Iteration 3F (20956.860000 sec): 3 clusters
  Score: Raw -351449.247141 + Penalty 2670.140782 = -348779.106358
  nChanged 236
		SP:Iteration 4F (20957.090000 sec): 3 clusters
  Score: Raw -351669.508258 + Penalty 2670.140782 = -348999.367476
  nChanged 214
		SP:Iteration 5F (20957.260000 sec): 3 clusters
  Score: Raw -351921.085686 + Penalty 2670.140782 = -349250.944904
  nChanged 211
		SP:Iteration 6F (20957.450000 sec): 3 clusters
  Score: Raw -352157.617278 + Penalty 2670.140782 = -349487.476496
  nChanged 192
		SP:Iteration 7F (20957.640000 sec): 3 clusters
  Score: Raw -352347.262803 + Penalty 2670.140782 = -349677.122021
  nChanged 154
		SP:Iteration 8Q (20957.820000 sec): 3 clusters
  Score: Raw -352476.154833 + Penalty 2670.140782 = -349806.014051
  nChanged 112
		SP:Iteration 9Q (20958.000000 sec): 3 clusters
  Score: Raw -352551.888739 + Penalty 2670.140782 = -349881.747956
  nChanged 89
		SP:Iteration 10Q (20958.230000 sec): 3 clusters
  Score: Raw -352608.575663 + Penalty 2670.140782 = -349938.434880
  nChanged 61
		SP:Iteration 11Q (20958.390000 sec): 3 clusters
  Score: Raw -352644.814067 + Penalty 2670.140782 = -349974.673285
  nChanged 50
		SP:Iteration 12Q (20958.580000 sec): 3 clusters
  Score: Raw -352667.090540 + Penalty 2670.140782 = -349996.949757
  nChanged 37
		SP:Iteration 13Q (20958.810000 sec): 3 clusters
  Score: Raw -352686.162847 + Penalty 2670.140782 = -350016.022065
  nChanged 28
		SP:Iteration 14Q (20958.950000 sec): 3 clusters
  Score: Raw -352697.445450 + Penalty 2670.140782 = -350027.304668
  nChanged 35
		SP:Iteration 15Q (20959.140000 sec): 3 clusters
  Score: Raw -352711.183602 + Penalty 2670.140782 = -350041.042820
  nChanged 27
		SP:Iteration 16Q (20959.290000 sec): 3 clusters
  Score: Raw -352725.810924 + Penalty 2670.140782 = -350055.670141
  nChanged 25
		SP:Iteration 17Q (20959.480000 sec): 3 clusters
  Score: Raw -352734.848238 + Penalty 2670.140782 = -350064.707455
  nChanged 17
		SP:Iteration 18Q (20959.620000 sec): 3 clusters
  Score: Raw -352742.059688 + Penalty 2670.140782 = -350071.918906
  nChanged 16
		SP:Iteration 19Q (20959.820000 sec): 3 clusters
  Score: Raw -352745.559540 + Penalty 2670.140782 = -350075.418758
  nChanged 8
		SP:Iteration 20F (20959.960000 sec): 3 clusters
  Score: Raw -352747.369095 + Penalty 2670.140782 = -350077.228313
  nChanged 8
		SP:Iteration 21Q (20960.100000 sec): 3 clusters
  Score: Raw -352749.607271 + Penalty 2670.140782 = -350079.466489
  nChanged 11
		SP:Iteration 22Q (20960.300000 sec): 3 clusters
  Score: Raw -352752.298830 + Penalty 2670.140782 = -350082.158048
  nChanged 11
		SP:Iteration 23Q (20960.490000 sec): 3 clusters
  Score: Raw -352755.772049 + Penalty 2670.140782 = -350085.631266
  nChanged 8
		SP:Iteration 24Q (20960.640000 sec): 3 clusters
  Score: Raw -352756.948035 + Penalty 2670.140782 = -350086.807253
  nChanged 4
		SP:Iteration 25Q (20960.820000 sec): 3 clusters
  Score: Raw -352757.559448 + Penalty 2670.140782 = -350087.418666
  nChanged 1
		SP:Iteration 26Q (20961.010000 sec): 3 clusters
  Score: Raw -352757.821855 + Penalty 2670.140782 = -350087.681073
  nChanged 3
		SP:Iteration 27Q (20961.220000 sec): 3 clusters
  Score: Raw -352758.282614 + Penalty 2670.140782 = -350088.141831
  nChanged 1
		SP:Iteration 28Q (20961.410000 sec): 3 clusters
  Score: Raw -352758.649673 + Penalty 2670.140782 = -350088.508891
  nChanged 3
		SP:Iteration 29Q (20961.590000 sec): 3 clusters
  Score: Raw -352759.437080 + Penalty 2670.140782 = -350089.296298
  nChanged 4
		SP:Iteration 30Q (20961.760000 sec): 3 clusters
  Score: Raw -352760.087878 + Penalty 2670.140782 = -350089.947095
  nChanged 4
		SP:Iteration 31Q (20961.920000 sec): 3 clusters
  Score: Raw -352761.189837 + Penalty 2670.140782 = -350091.049055
  nChanged 0
		SP:Iteration 32F (20962.120000 sec): 3 clusters
  Score: Raw -352761.189837 + Penalty 2670.140782 = -350091.049055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20962.520000 sec): 2 clusters
  Score: Raw -9120556.412039 + Penalty 1845.382740 = -9118711.029299
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20963.010000 sec): 3 clusters
  Score: Raw -9065391.273579 + Penalty 3690.765480 = -9061700.508099
  nChanged 40819
		SP:Iteration 1F (20963.500000 sec): 3 clusters
  Score: Raw -9088614.046096 + Penalty 3690.765480 = -9084923.280615
  nChanged 3290
		SP:Iteration 2Q (20964.010000 sec): 3 clusters
  Score: Raw -9089656.534565 + Penalty 3690.765480 = -9085965.769085
  nChanged 4180
		SP:Iteration 3Q (20964.520000 sec): 3 clusters
  Score: Raw -9091502.698054 + Penalty 3690.765480 = -9087811.932574
  nChanged 5566
		SP:Iteration 4F (20965.020000 sec): 3 clusters
  Score: Raw -9094866.135597 + Penalty 3690.765480 = -9091175.370117
  nChanged 7106
		SP:Iteration 5F (20965.490000 sec): 3 clusters
  Score: Raw -9100534.253295 + Penalty 3690.765480 = -9096843.487815
  nChanged 7730
		SP:Iteration 6F (20966.020000 sec): 3 clusters
  Score: Raw -9107783.289084 + Penalty 3690.765480 = -9104092.523603
  nChanged 6488
		SP:Iteration 7F (20966.560000 sec): 3 clusters
  Score: Raw -9114244.084913 + Penalty 3690.765480 = -9110553.319433
  nChanged 3958
		SP:Iteration 8Q (20967.120000 sec): 3 clusters
  Score: Raw -9118067.131983 + Penalty 3690.765480 = -9114376.366503
  nChanged 1901
		SP:Iteration 9Q (20967.630000 sec): 3 clusters
  Score: Raw -9119765.737416 + Penalty 3690.765480 = -9116074.971936
  nChanged 721
		SP:Iteration 10Q (20968.070000 sec): 3 clusters
  Score: Raw -9120342.780986 + Penalty 3690.765480 = -9116652.015506
  nChanged 300
		SP:Iteration 11Q (20968.500000 sec): 3 clusters
  Score: Raw -9120571.636011 + Penalty 3690.765480 = -9116880.870531
  nChanged 144
		SP:Iteration 12Q (20968.920000 sec): 3 clusters
  Score: Raw -9120684.026081 + Penalty 3690.765480 = -9116993.260601
  nChanged 73
		SP:Iteration 13Q (20969.440000 sec): 3 clusters
  Score: Raw -9120741.960361 + Penalty 3690.765480 = -9117051.194881
  nChanged 44
		SP:Iteration 14Q (20969.940000 sec): 3 clusters
  Score: Raw -9120772.920090 + Penalty 3690.765480 = -9117082.154610
  nChanged 27
		SP:Iteration 15Q (20970.480000 sec): 3 clusters
  Score: Raw -9120788.468562 + Penalty 3690.765480 = -9117097.703082
  nChanged 15
		SP:Iteration 16Q (20970.960000 sec): 3 clusters
  Score: Raw -9120798.913380 + Penalty 3690.765480 = -9117108.147900
  nChanged 13
		SP:Iteration 17Q (20971.510000 sec): 3 clusters
  Score: Raw -9120807.239551 + Penalty 3690.765480 = -9117116.474071
  nChanged 12
		SP:Iteration 18Q (20972.040000 sec): 3 clusters
  Score: Raw -9120813.333565 + Penalty 3690.765480 = -9117122.568085
  nChanged 9
		SP:Iteration 19Q (20972.560000 sec): 3 clusters
  Score: Raw -9120818.771217 + Penalty 3690.765480 = -9117128.005737
  nChanged 11
		SP:Iteration 20F (20973.100000 sec): 3 clusters
  Score: Raw -9120825.934684 + Penalty 3690.765480 = -9117135.169204
  nChanged 8
		SP:Iteration 21Q (20973.640000 sec): 3 clusters
  Score: Raw -9120831.589183 + Penalty 3690.765480 = -9117140.823703
  nChanged 4
		SP:Iteration 22Q (20974.120000 sec): 3 clusters
  Score: Raw -9120834.415248 + Penalty 3690.765480 = -9117143.649768
  nChanged 7
		SP:Iteration 23Q (20974.630000 sec): 3 clusters
  Score: Raw -9120840.919071 + Penalty 3690.765480 = -9117150.153591
  nChanged 7
		SP:Iteration 24Q (20975.110000 sec): 3 clusters
  Score: Raw -9120845.185774 + Penalty 3690.765480 = -9117154.420294
  nChanged 3
		SP:Iteration 25Q (20975.630000 sec): 3 clusters
  Score: Raw -9120847.096194 + Penalty 3690.765480 = -9117156.330714
  nChanged 3
		SP:Iteration 26Q (20976.170000 sec): 3 clusters
  Score: Raw -9120848.608571 + Penalty 3690.765480 = -9117157.843091
  nChanged 4
		SP:Iteration 27Q (20976.610000 sec): 3 clusters
  Score: Raw -9120850.819140 + Penalty 3690.765480 = -9117160.053660
  nChanged 4
		SP:Iteration 28Q (20977.110000 sec): 3 clusters
  Score: Raw -9120856.112327 + Penalty 3690.765480 = -9117165.346846
  nChanged 6
		SP:Iteration 29Q (20977.590000 sec): 3 clusters
  Score: Raw -9120861.273400 + Penalty 3690.765480 = -9117170.507920
  nChanged 6
		SP:Iteration 30Q (20978.100000 sec): 3 clusters
  Score: Raw -9120865.836740 + Penalty 3690.765480 = -9117175.071260
  nChanged 6
		SP:Iteration 31Q (20978.590000 sec): 3 clusters
  Score: Raw -9120870.232859 + Penalty 3690.765480 = -9117179.467379
  nChanged 5
		SP:Iteration 32Q (20979.060000 sec): 3 clusters
  Score: Raw -9120873.639714 + Penalty 3690.765480 = -9117182.874234
  nChanged 4
		SP:Iteration 33Q (20979.600000 sec): 3 clusters
  Score: Raw -9120876.689366 + Penalty 3690.765480 = -9117185.923886
  nChanged 6
		SP:Iteration 34Q (20980.160000 sec): 3 clusters
  Score: Raw -9120881.973128 + Penalty 3690.765480 = -9117191.207648
  nChanged 7
		SP:Iteration 35Q (20980.660000 sec): 3 clusters
  Score: Raw -9120887.047324 + Penalty 3690.765480 = -9117196.281844
  nChanged 5
		SP:Iteration 36Q (20981.180000 sec): 3 clusters
  Score: Raw -9120891.363165 + Penalty 3690.765480 = -9117200.597685
  nChanged 4
		SP:Iteration 37Q (20981.660000 sec): 3 clusters
  Score: Raw -9120894.488825 + Penalty 3690.765480 = -9117203.723345
  nChanged 3
		SP:Iteration 38Q (20982.180000 sec): 3 clusters
  Score: Raw -9120898.061478 + Penalty 3690.765480 = -9117207.295998
  nChanged 5
		SP:Iteration 39Q (20982.680000 sec): 3 clusters
  Score: Raw -9120901.799053 + Penalty 3690.765480 = -9117211.033573
  nChanged 5
		SP:Iteration 40F (20983.200000 sec): 3 clusters
  Score: Raw -9120905.968589 + Penalty 3690.765480 = -9117215.203109
  nChanged 2
		SP:Iteration 41Q (20983.690000 sec): 3 clusters
  Score: Raw -9120907.116486 + Penalty 3690.765480 = -9117216.351006
  nChanged 1
		SP:Iteration 42Q (20984.160000 sec): 3 clusters
  Score: Raw -9120907.520641 + Penalty 3690.765480 = -9117216.755161
  nChanged 1
		SP:Iteration 43Q (20984.640000 sec): 3 clusters
  Score: Raw -9120908.230144 + Penalty 3690.765480 = -9117217.464664
  nChanged 2
		SP:Iteration 44Q (20985.120000 sec): 3 clusters
  Score: Raw -9120909.242425 + Penalty 3690.765480 = -9117218.476945
  nChanged 2
		SP:Iteration 45Q (20985.650000 sec): 3 clusters
  Score: Raw -9120910.553516 + Penalty 3690.765480 = -9117219.788036
  nChanged 1
		SP:Iteration 46Q (20986.160000 sec): 3 clusters
  Score: Raw -9120910.703765 + Penalty 3690.765480 = -9117219.938285
  nChanged 1
		SP:Iteration 47Q (20986.690000 sec): 3 clusters
  Score: Raw -9120910.956714 + Penalty 3690.765480 = -9117220.191234
  nChanged 0
		SP:Iteration 48F (20987.240000 sec): 3 clusters
  Score: Raw -9120910.956714 + Penalty 3690.765480 = -9117220.191234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20987.460000 sec): 2 clusters
  Score: Raw -2644621.884208 + Penalty 1643.924677 = -2642977.959532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20987.740000 sec): 3 clusters
  Score: Raw -2629435.700837 + Penalty 3287.849353 = -2626147.851484
  nChanged 11358
		SP:Iteration 1F (20988.040000 sec): 3 clusters
  Score: Raw -2635622.616781 + Penalty 3287.849353 = -2632334.767428
  nChanged 1048
		SP:Iteration 2Q (20988.360000 sec): 3 clusters
  Score: Raw -2635952.671081 + Penalty 3287.849353 = -2632664.821728
  nChanged 995
		SP:Iteration 3Q (20988.660000 sec): 3 clusters
  Score: Raw -2636268.662389 + Penalty 3287.849353 = -2632980.813036
  nChanged 962
		SP:Iteration 4Q (20988.960000 sec): 3 clusters
  Score: Raw -2636634.436161 + Penalty 3287.849353 = -2633346.586808
  nChanged 1101
		SP:Iteration 5Q (20989.230000 sec): 3 clusters
  Score: Raw -2637126.434489 + Penalty 3287.849353 = -2633838.585135
  nChanged 1297
		SP:Iteration 6F (20989.570000 sec): 3 clusters
  Score: Raw -2637766.100256 + Penalty 3287.849353 = -2634478.250902
  nChanged 1443
		SP:Iteration 7F (20989.810000 sec): 3 clusters
  Score: Raw -2638633.035107 + Penalty 3287.849353 = -2635345.185754
  nChanged 1623
		SP:Iteration 8F (20990.080000 sec): 3 clusters
  Score: Raw -2639691.528702 + Penalty 3287.849353 = -2636403.679348
  nChanged 1604
		SP:Iteration 9F (20990.360000 sec): 3 clusters
  Score: Raw -2640735.343924 + Penalty 3287.849353 = -2637447.494570
  nChanged 1401
		SP:Iteration 10F (20990.620000 sec): 3 clusters
  Score: Raw -2641554.707070 + Penalty 3287.849353 = -2638266.857717
  nChanged 1046
		SP:Iteration 11Q (20990.930000 sec): 3 clusters
  Score: Raw -2642058.163193 + Penalty 3287.849353 = -2638770.313839
  nChanged 770
		SP:Iteration 12Q (20991.200000 sec): 3 clusters
  Score: Raw -2642365.166467 + Penalty 3287.849353 = -2639077.317114
  nChanged 582
		SP:Iteration 13Q (20991.510000 sec): 3 clusters
  Score: Raw -2642590.610354 + Penalty 3287.849353 = -2639302.761001
  nChanged 486
		SP:Iteration 14Q (20991.780000 sec): 3 clusters
  Score: Raw -2642788.518061 + Penalty 3287.849353 = -2639500.668708
  nChanged 451
		SP:Iteration 15Q (20992.030000 sec): 3 clusters
  Score: Raw -2642981.973085 + Penalty 3287.849353 = -2639694.123731
  nChanged 433
		SP:Iteration 16Q (20992.300000 sec): 3 clusters
  Score: Raw -2643163.992245 + Penalty 3287.849353 = -2639876.142892
  nChanged 384
		SP:Iteration 17Q (20992.570000 sec): 3 clusters
  Score: Raw -2643327.927817 + Penalty 3287.849353 = -2640040.078464
  nChanged 369
		SP:Iteration 18Q (20992.850000 sec): 3 clusters
  Score: Raw -2643499.104450 + Penalty 3287.849353 = -2640211.255097
  nChanged 381
		SP:Iteration 19Q (20993.130000 sec): 3 clusters
  Score: Raw -2643676.450073 + Penalty 3287.849353 = -2640388.600719
  nChanged 337
		SP:Iteration 20F (20993.400000 sec): 3 clusters
  Score: Raw -2643839.772954 + Penalty 3287.849353 = -2640551.923601
  nChanged 306
		SP:Iteration 21Q (20993.670000 sec): 3 clusters
  Score: Raw -2643991.367351 + Penalty 3287.849353 = -2640703.517998
  nChanged 265
		SP:Iteration 22Q (20993.950000 sec): 3 clusters
  Score: Raw -2644128.532965 + Penalty 3287.849353 = -2640840.683612
  nChanged 264
		SP:Iteration 23Q (20994.260000 sec): 3 clusters
  Score: Raw -2644270.107030 + Penalty 3287.849353 = -2640982.257676
  nChanged 217
		SP:Iteration 24Q (20994.520000 sec): 3 clusters
  Score: Raw -2644387.379672 + Penalty 3287.849353 = -2641099.530319
  nChanged 175
		SP:Iteration 25Q (20994.770000 sec): 3 clusters
  Score: Raw -2644480.704990 + Penalty 3287.849353 = -2641192.855637
  nChanged 141
		SP:Iteration 26Q (20995.030000 sec): 3 clusters
  Score: Raw -2644564.528078 + Penalty 3287.849353 = -2641276.678725
  nChanged 104
		SP:Iteration 27Q (20995.290000 sec): 3 clusters
  Score: Raw -2644624.694520 + Penalty 3287.849353 = -2641336.845167
  nChanged 84
		SP:Iteration 28Q (20995.560000 sec): 3 clusters
  Score: Raw -2644674.273800 + Penalty 3287.849353 = -2641386.424447
  nChanged 59
		SP:Iteration 29Q (20995.790000 sec): 3 clusters
  Score: Raw -2644708.935219 + Penalty 3287.849353 = -2641421.085866
  nChanged 47
		SP:Iteration 30Q (20996.070000 sec): 3 clusters
  Score: Raw -2644742.009598 + Penalty 3287.849353 = -2641454.160245
  nChanged 46
		SP:Iteration 31Q (20996.310000 sec): 3 clusters
  Score: Raw -2644769.341165 + Penalty 3287.849353 = -2641481.491812
  nChanged 37
		SP:Iteration 32Q (20996.590000 sec): 3 clusters
  Score: Raw -2644790.677754 + Penalty 3287.849353 = -2641502.828401
  nChanged 19
		SP:Iteration 33Q (20996.850000 sec): 3 clusters
  Score: Raw -2644800.274251 + Penalty 3287.849353 = -2641512.424897
  nChanged 19
		SP:Iteration 34Q (20997.070000 sec): 3 clusters
  Score: Raw -2644810.858745 + Penalty 3287.849353 = -2641523.009392
  nChanged 20
		SP:Iteration 35Q (20997.360000 sec): 3 clusters
  Score: Raw -2644823.611882 + Penalty 3287.849353 = -2641535.762529
  nChanged 20
		SP:Iteration 36Q (20997.630000 sec): 3 clusters
  Score: Raw -2644839.532383 + Penalty 3287.849353 = -2641551.683030
  nChanged 18
		SP:Iteration 37Q (20997.900000 sec): 3 clusters
  Score: Raw -2644854.816159 + Penalty 3287.849353 = -2641566.966806
  nChanged 20
		SP:Iteration 38Q (20998.140000 sec): 3 clusters
  Score: Raw -2644868.855551 + Penalty 3287.849353 = -2641581.006198
  nChanged 13
		SP:Iteration 39Q (20998.400000 sec): 3 clusters
  Score: Raw -2644881.398628 + Penalty 3287.849353 = -2641593.549275
  nChanged 15
		SP:Iteration 40F (20998.640000 sec): 3 clusters
  Score: Raw -2644889.860634 + Penalty 3287.849353 = -2641602.011281
  nChanged 5
		SP:Iteration 41Q (20998.860000 sec): 3 clusters
  Score: Raw -2644894.278111 + Penalty 3287.849353 = -2641606.428758
  nChanged 6
		SP:Iteration 42Q (20999.110000 sec): 3 clusters
  Score: Raw -2644898.351447 + Penalty 3287.849353 = -2641610.502094
  nChanged 8
		SP:Iteration 43Q (20999.360000 sec): 3 clusters
  Score: Raw -2644904.472200 + Penalty 3287.849353 = -2641616.622846
  nChanged 2
		SP:Iteration 44Q (20999.630000 sec): 3 clusters
  Score: Raw -2644906.169861 + Penalty 3287.849353 = -2641618.320508
  nChanged 3
		SP:Iteration 45Q (20999.870000 sec): 3 clusters
  Score: Raw -2644907.518229 + Penalty 3287.849353 = -2641619.668876
  nChanged 0
		SP:Iteration 46F (21000.170000 sec): 3 clusters
  Score: Raw -2644907.518229 + Penalty 3287.849353 = -2641619.668876
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21000.280000 sec): 2 clusters
  Score: Raw -162862.676802 + Penalty 1199.190225 = -161663.486577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21000.450000 sec): 3 clusters
  Score: Raw -162241.169919 + Penalty 2398.380450 = -159842.789469
  nChanged 509
		SP:Iteration 1F (21000.690000 sec): 3 clusters
  Score: Raw -162648.401845 + Penalty 2398.380450 = -160250.021396
  nChanged 141
		SP:Iteration 2F (21000.840000 sec): 3 clusters
  Score: Raw -162784.621446 + Penalty 2398.380450 = -160386.240996
  nChanged 77
		SP:Iteration 3Q (21001.000000 sec): 3 clusters
  Score: Raw -162854.616477 + Penalty 2398.380450 = -160456.236028
  nChanged 49
		SP:Iteration 4Q (21001.190000 sec): 3 clusters
  Score: Raw -162907.399756 + Penalty 2398.380450 = -160509.019306
  nChanged 53
		SP:Iteration 5Q (21001.390000 sec): 3 clusters
  Score: Raw -162952.713839 + Penalty 2398.380450 = -160554.333389
  nChanged 38
		SP:Iteration 6Q (21001.590000 sec): 3 clusters
  Score: Raw -162981.762902 + Penalty 2398.380450 = -160583.382453
  nChanged 29
		SP:Iteration 7Q (21001.770000 sec): 3 clusters
  Score: Raw -163005.686533 + Penalty 2398.380450 = -160607.306083
  nChanged 25
		SP:Iteration 8Q (21001.920000 sec): 3 clusters
  Score: Raw -163025.688132 + Penalty 2398.380450 = -160627.307683
  nChanged 24
		SP:Iteration 9Q (21002.060000 sec): 3 clusters
  Score: Raw -163046.477444 + Penalty 2398.380450 = -160648.096994
  nChanged 27
		SP:Iteration 10Q (21002.240000 sec): 3 clusters
  Score: Raw -163068.235970 + Penalty 2398.380450 = -160669.855521
  nChanged 24
		SP:Iteration 11Q (21002.380000 sec): 3 clusters
  Score: Raw -163085.797599 + Penalty 2398.380450 = -160687.417150
  nChanged 23
		SP:Iteration 12Q (21002.560000 sec): 3 clusters
  Score: Raw -163100.272477 + Penalty 2398.380450 = -160701.892028
  nChanged 16
		SP:Iteration 13Q (21002.710000 sec): 3 clusters
  Score: Raw -163111.177774 + Penalty 2398.380450 = -160712.797324
  nChanged 9
		SP:Iteration 14Q (21002.850000 sec): 3 clusters
  Score: Raw -163118.132673 + Penalty 2398.380450 = -160719.752223
  nChanged 9
		SP:Iteration 15Q (21003.060000 sec): 3 clusters
  Score: Raw -163126.544744 + Penalty 2398.380450 = -160728.164295
  nChanged 12
		SP:Iteration 16Q (21003.210000 sec): 3 clusters
  Score: Raw -163134.843454 + Penalty 2398.380450 = -160736.463005
  nChanged 6
		SP:Iteration 17Q (21003.380000 sec): 3 clusters
  Score: Raw -163138.815743 + Penalty 2398.380450 = -160740.435293
  nChanged 6
		SP:Iteration 18Q (21003.560000 sec): 3 clusters
  Score: Raw -163142.650040 + Penalty 2398.380450 = -160744.269590
  nChanged 7
		SP:Iteration 19Q (21003.780000 sec): 3 clusters
  Score: Raw -163146.684782 + Penalty 2398.380450 = -160748.304333
  nChanged 5
		SP:Iteration 20F (21003.940000 sec): 3 clusters
  Score: Raw -163148.990035 + Penalty 2398.380450 = -160750.609585
  nChanged 3
		SP:Iteration 21Q (21004.130000 sec): 3 clusters
  Score: Raw -163150.562153 + Penalty 2398.380450 = -160752.181704
  nChanged 4
		SP:Iteration 22Q (21004.350000 sec): 3 clusters
  Score: Raw -163153.262826 + Penalty 2398.380450 = -160754.882376
  nChanged 4
		SP:Iteration 23Q (21004.520000 sec): 3 clusters
  Score: Raw -163157.001841 + Penalty 2398.380450 = -160758.621392
  nChanged 2
		SP:Iteration 24Q (21004.720000 sec): 3 clusters
  Score: Raw -163158.302195 + Penalty 2398.380450 = -160759.921746
  nChanged 3
		SP:Iteration 25Q (21004.900000 sec): 3 clusters
  Score: Raw -163159.896737 + Penalty 2398.380450 = -160761.516287
  nChanged 3
		SP:Iteration 26Q (21005.090000 sec): 3 clusters
  Score: Raw -163161.150783 + Penalty 2398.380450 = -160762.770333
  nChanged 3
		SP:Iteration 27Q (21005.300000 sec): 3 clusters
  Score: Raw -163164.764233 + Penalty 2398.380450 = -160766.383784
  nChanged 3
		SP:Iteration 28Q (21005.480000 sec): 3 clusters
  Score: Raw -163167.706665 + Penalty 2398.380450 = -160769.326216
  nChanged 1
		SP:Iteration 29Q (21005.710000 sec): 3 clusters
  Score: Raw -163168.540511 + Penalty 2398.380450 = -160770.160061
  nChanged 1
		SP:Iteration 30Q (21005.850000 sec): 3 clusters
  Score: Raw -163169.250133 + Penalty 2398.380450 = -160770.869683
  nChanged 0
		SP:Iteration 31F (21006.090000 sec): 3 clusters
  Score: Raw -163169.250133 + Penalty 2398.380450 = -160770.869683
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21006.270000 sec): 2 clusters
  Score: Raw -1532144.426307 + Penalty 1563.475852 = -1530580.950455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21006.490000 sec): 3 clusters
  Score: Raw -1523230.640103 + Penalty 3126.951704 = -1520103.688399
  nChanged 6770
		SP:Iteration 1F (21006.740000 sec): 3 clusters
  Score: Raw -1526982.922860 + Penalty 3126.951704 = -1523855.971156
  nChanged 830
		SP:Iteration 2F (21006.950000 sec): 3 clusters
  Score: Raw -1527361.019828 + Penalty 3126.951704 = -1524234.068124
  nChanged 850
		SP:Iteration 3F (21007.230000 sec): 3 clusters
  Score: Raw -1527819.409045 + Penalty 3126.951704 = -1524692.457342
  nChanged 906
		SP:Iteration 4F (21007.490000 sec): 3 clusters
  Score: Raw -1528414.182979 + Penalty 3126.951704 = -1525287.231275
  nChanged 1018
		SP:Iteration 5F (21007.710000 sec): 3 clusters
  Score: Raw -1529177.119643 + Penalty 3126.951704 = -1526050.167939
  nChanged 1004
		SP:Iteration 6F (21007.970000 sec): 3 clusters
  Score: Raw -1530006.800092 + Penalty 3126.951704 = -1526879.848388
  nChanged 896
		SP:Iteration 7F (21008.180000 sec): 3 clusters
  Score: Raw -1530783.806593 + Penalty 3126.951704 = -1527656.854889
  nChanged 713
		SP:Iteration 8Q (21008.430000 sec): 3 clusters
  Score: Raw -1531434.419621 + Penalty 3126.951704 = -1528307.467917
  nChanged 412
		SP:Iteration 9Q (21008.700000 sec): 3 clusters
  Score: Raw -1531820.118857 + Penalty 3126.951704 = -1528693.167153
  nChanged 228
		SP:Iteration 10Q (21008.910000 sec): 3 clusters
  Score: Raw -1532022.753664 + Penalty 3126.951704 = -1528895.801960
  nChanged 121
		SP:Iteration 11Q (21009.180000 sec): 3 clusters
  Score: Raw -1532136.921231 + Penalty 3126.951704 = -1529009.969527
  nChanged 79
		SP:Iteration 12Q (21009.420000 sec): 3 clusters
  Score: Raw -1532204.452972 + Penalty 3126.951704 = -1529077.501268
  nChanged 44
		SP:Iteration 13Q (21009.610000 sec): 3 clusters
  Score: Raw -1532252.424121 + Penalty 3126.951704 = -1529125.472417
  nChanged 33
		SP:Iteration 14Q (21009.810000 sec): 3 clusters
  Score: Raw -1532283.853263 + Penalty 3126.951704 = -1529156.901559
  nChanged 23
		SP:Iteration 15Q (21010.030000 sec): 3 clusters
  Score: Raw -1532305.758276 + Penalty 3126.951704 = -1529178.806572
  nChanged 23
		SP:Iteration 16Q (21010.260000 sec): 3 clusters
  Score: Raw -1532328.464788 + Penalty 3126.951704 = -1529201.513084
  nChanged 17
		SP:Iteration 17Q (21010.480000 sec): 3 clusters
  Score: Raw -1532347.251806 + Penalty 3126.951704 = -1529220.300102
  nChanged 8
		SP:Iteration 18Q (21010.690000 sec): 3 clusters
  Score: Raw -1532357.553832 + Penalty 3126.951704 = -1529230.602128
  nChanged 9
		SP:Iteration 19Q (21010.930000 sec): 3 clusters
  Score: Raw -1532367.049623 + Penalty 3126.951704 = -1529240.097919
  nChanged 5
		SP:Iteration 20F (21011.160000 sec): 3 clusters
  Score: Raw -1532369.729909 + Penalty 3126.951704 = -1529242.778205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21011.320000 sec): 2 clusters
  Score: Raw -1103923.375319 + Penalty 1502.333332 = -1102421.041987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21011.530000 sec): 3 clusters
  Score: Raw -1097998.939166 + Penalty 3004.666664 = -1094994.272502
  nChanged 4488
		SP:Iteration 1F (21011.730000 sec): 3 clusters
  Score: Raw -1100555.752044 + Penalty 3004.666664 = -1097551.085380
  nChanged 687
		SP:Iteration 2F (21012.040000 sec): 3 clusters
  Score: Raw -1101006.093299 + Penalty 3004.666664 = -1098001.426635
  nChanged 705
		SP:Iteration 3F (21012.270000 sec): 3 clusters
  Score: Raw -1101576.823262 + Penalty 3004.666664 = -1098572.156598
  nChanged 746
		SP:Iteration 4F (21012.540000 sec): 3 clusters
  Score: Raw -1102264.301590 + Penalty 3004.666664 = -1099259.634925
  nChanged 773
		SP:Iteration 5F (21012.760000 sec): 3 clusters
  Score: Raw -1103063.645359 + Penalty 3004.666664 = -1100058.978695
  nChanged 732
		SP:Iteration 6F (21012.980000 sec): 3 clusters
  Score: Raw -1103870.619549 + Penalty 3004.666664 = -1100865.952884
  nChanged 675
		SP:Iteration 7F (21013.230000 sec): 3 clusters
  Score: Raw -1104586.733267 + Penalty 3004.666664 = -1101582.066603
  nChanged 483
		SP:Iteration 8Q (21013.520000 sec): 3 clusters
  Score: Raw -1105006.164956 + Penalty 3004.666664 = -1102001.498292
  nChanged 279
		SP:Iteration 9Q (21013.740000 sec): 3 clusters
  Score: Raw -1105151.605340 + Penalty 3004.666664 = -1102146.938676
  nChanged 160
		SP:Iteration 10Q (21014.030000 sec): 3 clusters
  Score: Raw -1105210.286361 + Penalty 3004.666664 = -1102205.619697
  nChanged 94
		SP:Iteration 11Q (21014.260000 sec): 3 clusters
  Score: Raw -1105236.963363 + Penalty 3004.666664 = -1102232.296699
  nChanged 57
		SP:Iteration 12Q (21014.520000 sec): 3 clusters
  Score: Raw -1105250.231909 + Penalty 3004.666664 = -1102245.565245
  nChanged 37
		SP:Iteration 13Q (21014.810000 sec): 3 clusters
  Score: Raw -1105255.853364 + Penalty 3004.666664 = -1102251.186700
  nChanged 25
		SP:Iteration 14Q (21015.050000 sec): 3 clusters
  Score: Raw -1105260.865097 + Penalty 3004.666664 = -1102256.198433
  nChanged 20
		SP:Iteration 15Q (21015.310000 sec): 3 clusters
  Score: Raw -1105263.037911 + Penalty 3004.666664 = -1102258.371247
  nChanged 16
		SP:Iteration 16Q (21015.530000 sec): 3 clusters
  Score: Raw -1105264.790569 + Penalty 3004.666664 = -1102260.123904
  nChanged 8
		SP:Iteration 17Q (21015.810000 sec): 3 clusters
  Score: Raw -1105265.681071 + Penalty 3004.666664 = -1102261.014407
  nChanged 6
		SP:Iteration 18Q (21016.030000 sec): 3 clusters
  Score: Raw -1105266.629483 + Penalty 3004.666664 = -1102261.962819
  nChanged 9
		SP:Iteration 19Q (21016.260000 sec): 3 clusters
  Score: Raw -1105267.627190 + Penalty 3004.666664 = -1102262.960526
  nChanged 7
		SP:Iteration 20F (21016.530000 sec): 3 clusters
  Score: Raw -1105268.359118 + Penalty 3004.666664 = -1102263.692454
  nChanged 6
		SP:Iteration 21Q (21016.730000 sec): 3 clusters
  Score: Raw -1105269.356914 + Penalty 3004.666664 = -1102264.690250
  nChanged 9
		SP:Iteration 22Q (21016.960000 sec): 3 clusters
  Score: Raw -1105270.382665 + Penalty 3004.666664 = -1102265.716001
  nChanged 7
		SP:Iteration 23Q (21017.240000 sec): 3 clusters
  Score: Raw -1105271.056308 + Penalty 3004.666664 = -1102266.389644
  nChanged 7
		SP:Iteration 24Q (21017.520000 sec): 3 clusters
  Score: Raw -1105271.609095 + Penalty 3004.666664 = -1102266.942431
  nChanged 6
		SP:Iteration 25Q (21017.760000 sec): 3 clusters
  Score: Raw -1105272.176258 + Penalty 3004.666664 = -1102267.509594
  nChanged 6
		SP:Iteration 26Q (21018.000000 sec): 3 clusters
  Score: Raw -1105272.701185 + Penalty 3004.666664 = -1102268.034521
  nChanged 6
		SP:Iteration 27Q (21018.200000 sec): 3 clusters
  Score: Raw -1105273.159359 + Penalty 3004.666664 = -1102268.492695
  nChanged 2
		SP:Iteration 28Q (21018.400000 sec): 3 clusters
  Score: Raw -1105273.305505 + Penalty 3004.666664 = -1102268.638840
  nChanged 1
		SP:Iteration 29Q (21018.600000 sec): 3 clusters
  Score: Raw -1105273.404634 + Penalty 3004.666664 = -1102268.737970
  nChanged 1
		SP:Iteration 30Q (21018.850000 sec): 3 clusters
  Score: Raw -1105273.567352 + Penalty 3004.666664 = -1102268.900688
  nChanged 3
		SP:Iteration 31Q (21019.080000 sec): 3 clusters
  Score: Raw -1105273.950172 + Penalty 3004.666664 = -1102269.283508
  nChanged 2
		SP:Iteration 32Q (21019.300000 sec): 3 clusters
  Score: Raw -1105274.111049 + Penalty 3004.666664 = -1102269.444385
  nChanged 1
		SP:Iteration 33Q (21019.500000 sec): 3 clusters
  Score: Raw -1105274.223311 + Penalty 3004.666664 = -1102269.556646
  nChanged 2
		SP:Iteration 34Q (21019.750000 sec): 3 clusters
  Score: Raw -1105274.338111 + Penalty 3004.666664 = -1102269.671446
  nChanged 1
		SP:Iteration 35Q (21020.030000 sec): 3 clusters
  Score: Raw -1105274.361430 + Penalty 3004.666664 = -1102269.694765
  nChanged 0
		SP:Iteration 36F (21020.240000 sec): 3 clusters
  Score: Raw -1105274.361430 + Penalty 3004.666664 = -1102269.694765
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21020.440000 sec): 2 clusters
  Score: Raw -1930512.495830 + Penalty 1598.116992 = -1928914.378838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21020.750000 sec): 3 clusters
  Score: Raw -1919386.003023 + Penalty 3196.233985 = -1916189.769038
  nChanged 8397
		SP:Iteration 1F (21020.980000 sec): 3 clusters
  Score: Raw -1924020.500548 + Penalty 3196.233985 = -1920824.266563
  nChanged 1061
		SP:Iteration 2F (21021.360000 sec): 3 clusters
  Score: Raw -1924517.717299 + Penalty 3196.233985 = -1921321.483314
  nChanged 1022
		SP:Iteration 3F (21021.610000 sec): 3 clusters
  Score: Raw -1925081.187780 + Penalty 3196.233985 = -1921884.953795
  nChanged 1079
		SP:Iteration 4F (21021.900000 sec): 3 clusters
  Score: Raw -1925709.200617 + Penalty 3196.233985 = -1922512.966632
  nChanged 1072
		SP:Iteration 5F (21022.190000 sec): 3 clusters
  Score: Raw -1926317.716398 + Penalty 3196.233985 = -1923121.482413
  nChanged 1033
		SP:Iteration 6F (21022.400000 sec): 3 clusters
  Score: Raw -1926883.746600 + Penalty 3196.233985 = -1923687.512616
  nChanged 918
		SP:Iteration 7Q (21022.670000 sec): 3 clusters
  Score: Raw -1927370.580521 + Penalty 3196.233985 = -1924174.346536
  nChanged 815
		SP:Iteration 8Q (21022.930000 sec): 3 clusters
  Score: Raw -1927778.841911 + Penalty 3196.233985 = -1924582.607926
  nChanged 695
		SP:Iteration 9Q (21023.190000 sec): 3 clusters
  Score: Raw -1928146.897312 + Penalty 3196.233985 = -1924950.663327
  nChanged 675
		SP:Iteration 10Q (21023.450000 sec): 3 clusters
  Score: Raw -1928571.028243 + Penalty 3196.233985 = -1925374.794258
  nChanged 699
		SP:Iteration 11Q (21023.720000 sec): 3 clusters
  Score: Raw -1929064.829586 + Penalty 3196.233985 = -1925868.595602
  nChanged 678
		SP:Iteration 12Q (21023.980000 sec): 3 clusters
  Score: Raw -1929530.063318 + Penalty 3196.233985 = -1926333.829333
  nChanged 643
		SP:Iteration 13Q (21024.240000 sec): 3 clusters
  Score: Raw -1929906.607399 + Penalty 3196.233985 = -1926710.373414
  nChanged 546
		SP:Iteration 14Q (21024.480000 sec): 3 clusters
  Score: Raw -1930210.773286 + Penalty 3196.233985 = -1927014.539301
  nChanged 476
		SP:Iteration 15Q (21024.710000 sec): 3 clusters
  Score: Raw -1930473.244569 + Penalty 3196.233985 = -1927277.010584
  nChanged 404
		SP:Iteration 16Q (21025.000000 sec): 3 clusters
  Score: Raw -1930685.881813 + Penalty 3196.233985 = -1927489.647828
  nChanged 330
		SP:Iteration 17Q (21025.180000 sec): 3 clusters
  Score: Raw -1930859.248218 + Penalty 3196.233985 = -1927663.014233
  nChanged 333
		SP:Iteration 18Q (21025.450000 sec): 3 clusters
  Score: Raw -1931024.190430 + Penalty 3196.233985 = -1927827.956445
  nChanged 302
		SP:Iteration 19Q (21025.670000 sec): 3 clusters
  Score: Raw -1931153.545072 + Penalty 3196.233985 = -1927957.311087
  nChanged 254
		SP:Iteration 20F (21025.890000 sec): 3 clusters
  Score: Raw -1931253.284556 + Penalty 3196.233985 = -1928057.050571
  nChanged 212
		SP:Iteration 21Q (21026.090000 sec): 3 clusters
  Score: Raw -1931323.799792 + Penalty 3196.233985 = -1928127.565807
  nChanged 171
		SP:Iteration 22Q (21026.360000 sec): 3 clusters
  Score: Raw -1931366.436786 + Penalty 3196.233985 = -1928170.202801
  nChanged 129
		SP:Iteration 23Q (21026.600000 sec): 3 clusters
  Score: Raw -1931394.067346 + Penalty 3196.233985 = -1928197.833361
  nChanged 103
		SP:Iteration 24Q (21026.880000 sec): 3 clusters
  Score: Raw -1931413.541098 + Penalty 3196.233985 = -1928217.307113
  nChanged 88
		SP:Iteration 25Q (21027.160000 sec): 3 clusters
  Score: Raw -1931428.983769 + Penalty 3196.233985 = -1928232.749785
  nChanged 64
		SP:Iteration 26Q (21027.450000 sec): 3 clusters
  Score: Raw -1931440.586825 + Penalty 3196.233985 = -1928244.352840
  nChanged 62
		SP:Iteration 27Q (21027.620000 sec): 3 clusters
  Score: Raw -1931449.745893 + Penalty 3196.233985 = -1928253.511909
  nChanged 40
		SP:Iteration 28Q (21027.910000 sec): 3 clusters
  Score: Raw -1931455.409450 + Penalty 3196.233985 = -1928259.175465
  nChanged 53
		SP:Iteration 29Q (21028.160000 sec): 3 clusters
  Score: Raw -1931462.958948 + Penalty 3196.233985 = -1928266.724964
  nChanged 43
		SP:Iteration 30Q (21028.370000 sec): 3 clusters
  Score: Raw -1931468.707207 + Penalty 3196.233985 = -1928272.473222
  nChanged 49
		SP:Iteration 31Q (21028.640000 sec): 3 clusters
  Score: Raw -1931474.771713 + Penalty 3196.233985 = -1928278.537728
  nChanged 39
		SP:Iteration 32Q (21028.850000 sec): 3 clusters
  Score: Raw -1931479.207462 + Penalty 3196.233985 = -1928282.973477
  nChanged 38
		SP:Iteration 33Q (21029.120000 sec): 3 clusters
  Score: Raw -1931482.660789 + Penalty 3196.233985 = -1928286.426804
  nChanged 34
		SP:Iteration 34Q (21029.330000 sec): 3 clusters
  Score: Raw -1931486.596323 + Penalty 3196.233985 = -1928290.362338
  nChanged 36
		SP:Iteration 35Q (21029.580000 sec): 3 clusters
  Score: Raw -1931491.814476 + Penalty 3196.233985 = -1928295.580492
  nChanged 38
		SP:Iteration 36Q (21029.820000 sec): 3 clusters
  Score: Raw -1931496.405932 + Penalty 3196.233985 = -1928300.171947
  nChanged 35
		SP:Iteration 37Q (21030.050000 sec): 3 clusters
  Score: Raw -1931500.689300 + Penalty 3196.233985 = -1928304.455315
  nChanged 37
		SP:Iteration 38Q (21030.300000 sec): 3 clusters
  Score: Raw -1931504.702307 + Penalty 3196.233985 = -1928308.468322
  nChanged 20
		SP:Iteration 39Q (21030.590000 sec): 3 clusters
  Score: Raw -1931506.305531 + Penalty 3196.233985 = -1928310.071546
  nChanged 9
		SP:Iteration 40F (21030.800000 sec): 3 clusters
  Score: Raw -1931507.025914 + Penalty 3196.233985 = -1928310.791929
  nChanged 10
		SP:Iteration 41Q (21031.070000 sec): 3 clusters
  Score: Raw -1931507.515900 + Penalty 3196.233985 = -1928311.281915
  nChanged 9
		SP:Iteration 42Q (21031.320000 sec): 3 clusters
  Score: Raw -1931507.973175 + Penalty 3196.233985 = -1928311.739191
  nChanged 6
		SP:Iteration 43Q (21031.580000 sec): 3 clusters
  Score: Raw -1931508.245572 + Penalty 3196.233985 = -1928312.011588
  nChanged 4
		SP:Iteration 44Q (21031.830000 sec): 3 clusters
  Score: Raw -1931508.537670 + Penalty 3196.233985 = -1928312.303685
  nChanged 6
		SP:Iteration 45Q (21032.040000 sec): 3 clusters
  Score: Raw -1931509.024940 + Penalty 3196.233985 = -1928312.790955
  nChanged 7
		SP:Iteration 46Q (21032.310000 sec): 3 clusters
  Score: Raw -1931509.324449 + Penalty 3196.233985 = -1928313.090464
  nChanged 4
		SP:Iteration 47Q (21032.540000 sec): 3 clusters
  Score: Raw -1931509.548816 + Penalty 3196.233985 = -1928313.314832
  nChanged 5
		SP:Iteration 48Q (21032.780000 sec): 3 clusters
  Score: Raw -1931510.223709 + Penalty 3196.233985 = -1928313.989725
  nChanged 10
		SP:Iteration 49Q (21033.030000 sec): 3 clusters
  Score: Raw -1931511.277929 + Penalty 3196.233985 = -1928315.043944
  nChanged 8
		SP:Iteration 50Q (21033.280000 sec): 3 clusters
  Score: Raw -1931511.972212 + Penalty 3196.233985 = -1928315.738227
  nChanged 8
		SP:Iteration 51Q (21033.480000 sec): 3 clusters
  Score: Raw -1931512.596289 + Penalty 3196.233985 = -1928316.362304
  nChanged 1
		SP:Iteration 52Q (21033.760000 sec): 3 clusters
  Score: Raw -1931512.637081 + Penalty 3196.233985 = -1928316.403096
  nChanged 1
		SP:Iteration 53Q (21034.030000 sec): 3 clusters
  Score: Raw -1931512.717550 + Penalty 3196.233985 = -1928316.483565
  nChanged 1
		SP:Iteration 54Q (21034.260000 sec): 3 clusters
  Score: Raw -1931512.753681 + Penalty 3196.233985 = -1928316.519696
  nChanged 1
		SP:Iteration 55Q (21034.530000 sec): 3 clusters
  Score: Raw -1931512.765409 + Penalty 3196.233985 = -1928316.531424
  nChanged 1
		SP:Iteration 56Q (21034.780000 sec): 3 clusters
  Score: Raw -1931512.817161 + Penalty 3196.233985 = -1928316.583176
  nChanged 1
		SP:Iteration 57Q (21034.990000 sec): 3 clusters
  Score: Raw -1931512.829013 + Penalty 3196.233985 = -1928316.595029
  nChanged 0
		SP:Iteration 58F (21035.280000 sec): 3 clusters
  Score: Raw -1931512.829013 + Penalty 3196.233985 = -1928316.595029
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1466 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21035.340000 sec): 2 clusters
  Score: Raw -141366.161097 + Penalty 1184.672593 = -140181.488503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21035.490000 sec): 3 clusters
  Score: Raw -140753.079375 + Penalty 2369.345187 = -138383.734188
  nChanged 498
		SP:Iteration 1F (21035.650000 sec): 3 clusters
  Score: Raw -141130.856083 + Penalty 2369.345187 = -138761.510896
  nChanged 125
		SP:Iteration 2F (21035.830000 sec): 3 clusters
  Score: Raw -141252.851108 + Penalty 2369.345187 = -138883.505922
  nChanged 72
		SP:Iteration 3Q (21036.000000 sec): 3 clusters
  Score: Raw -141310.327277 + Penalty 2369.345187 = -138940.982090
  nChanged 43
		SP:Iteration 4Q (21036.190000 sec): 3 clusters
  Score: Raw -141342.835419 + Penalty 2369.345187 = -138973.490232
  nChanged 41
		SP:Iteration 5Q (21036.350000 sec): 3 clusters
  Score: Raw -141389.384047 + Penalty 2369.345187 = -139020.038860
  nChanged 43
		SP:Iteration 6Q (21036.530000 sec): 3 clusters
  Score: Raw -141427.575150 + Penalty 2369.345187 = -139058.229963
  nChanged 35
		SP:Iteration 7Q (21036.710000 sec): 3 clusters
  Score: Raw -141461.798449 + Penalty 2369.345187 = -139092.453262
  nChanged 30
		SP:Iteration 8Q (21036.880000 sec): 3 clusters
  Score: Raw -141480.725602 + Penalty 2369.345187 = -139111.380416
  nChanged 22
		SP:Iteration 9Q (21037.010000 sec): 3 clusters
  Score: Raw -141508.996376 + Penalty 2369.345187 = -139139.651189
  nChanged 36
		SP:Iteration 10Q (21037.200000 sec): 3 clusters
  Score: Raw -141534.810723 + Penalty 2369.345187 = -139165.465536
  nChanged 32
		SP:Iteration 11Q (21037.370000 sec): 3 clusters
  Score: Raw -141562.031379 + Penalty 2369.345187 = -139192.686192
  nChanged 22
		SP:Iteration 12Q (21037.510000 sec): 3 clusters
  Score: Raw -141576.767293 + Penalty 2369.345187 = -139207.422107
  nChanged 12
		SP:Iteration 13Q (21037.690000 sec): 3 clusters
  Score: Raw -141584.927291 + Penalty 2369.345187 = -139215.582104
  nChanged 8
		SP:Iteration 14Q (21037.870000 sec): 3 clusters
  Score: Raw -141591.879418 + Penalty 2369.345187 = -139222.534231
  nChanged 16
		SP:Iteration 15Q (21038.030000 sec): 3 clusters
  Score: Raw -141605.530284 + Penalty 2369.345187 = -139236.185097
  nChanged 14
		SP:Iteration 16Q (21038.230000 sec): 3 clusters
  Score: Raw -141618.905689 + Penalty 2369.345187 = -139249.560502
  nChanged 21
		SP:Iteration 17Q (21038.400000 sec): 3 clusters
  Score: Raw -141642.007703 + Penalty 2369.345187 = -139272.662516
  nChanged 24
		SP:Iteration 18Q (21038.550000 sec): 3 clusters
  Score: Raw -141663.972144 + Penalty 2369.345187 = -139294.626957
  nChanged 18
		SP:Iteration 19Q (21038.750000 sec): 3 clusters
  Score: Raw -141675.741124 + Penalty 2369.345187 = -139306.395937
  nChanged 10
		SP:Iteration 20F (21038.940000 sec): 3 clusters
  Score: Raw -141685.679031 + Penalty 2369.345187 = -139316.333844
  nChanged 10
		SP:Iteration 21Q (21039.110000 sec): 3 clusters
  Score: Raw -141694.729873 + Penalty 2369.345187 = -139325.384686
  nChanged 15
		SP:Iteration 22Q (21039.250000 sec): 3 clusters
  Score: Raw -141707.295378 + Penalty 2369.345187 = -139337.950191
  nChanged 13
		SP:Iteration 23Q (21039.430000 sec): 3 clusters
  Score: Raw -141721.643492 + Penalty 2369.345187 = -139352.298305
  nChanged 12
		SP:Iteration 24Q (21039.620000 sec): 3 clusters
  Score: Raw -141731.833472 + Penalty 2369.345187 = -139362.488285
  nChanged 5
		SP:Iteration 25Q (21039.790000 sec): 3 clusters
  Score: Raw -141738.148380 + Penalty 2369.345187 = -139368.803194
  nChanged 6
		SP:Iteration 26Q (21039.970000 sec): 3 clusters
  Score: Raw -141741.767042 + Penalty 2369.345187 = -139372.421855
  nChanged 4
		SP:Iteration 27Q (21040.160000 sec): 3 clusters
  Score: Raw -141744.850755 + Penalty 2369.345187 = -139375.505568
  nChanged 6
		SP:Iteration 28Q (21040.370000 sec): 3 clusters
  Score: Raw -141748.226941 + Penalty 2369.345187 = -139378.881754
  nChanged 2
		SP:Iteration 29Q (21040.510000 sec): 3 clusters
  Score: Raw -141748.760782 + Penalty 2369.345187 = -139379.415596
  nChanged 0
		SP:Iteration 30F (21040.660000 sec): 3 clusters
  Score: Raw -141748.760782 + Penalty 2369.345187 = -139379.415596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21040.820000 sec): 2 clusters
  Score: Raw -431086.663681 + Penalty 1353.921888 = -429732.741793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21040.990000 sec): 3 clusters
  Score: Raw -428944.539817 + Penalty 2707.843776 = -426236.696041
  nChanged 1643
		SP:Iteration 1F (21041.190000 sec): 3 clusters
  Score: Raw -429831.485450 + Penalty 2707.843776 = -427123.641674
  nChanged 287
		SP:Iteration 2F (21041.380000 sec): 3 clusters
  Score: Raw -429990.654680 + Penalty 2707.843776 = -427282.810904
  nChanged 220
		SP:Iteration 3F (21041.570000 sec): 3 clusters
  Score: Raw -430105.007672 + Penalty 2707.843776 = -427397.163895
  nChanged 167
		SP:Iteration 4Q (21041.780000 sec): 3 clusters
  Score: Raw -430190.513566 + Penalty 2707.843776 = -427482.669790
  nChanged 151
		SP:Iteration 5Q (21041.990000 sec): 3 clusters
  Score: Raw -430268.299576 + Penalty 2707.843776 = -427560.455799
  nChanged 113
		SP:Iteration 6Q (21042.200000 sec): 3 clusters
  Score: Raw -430321.545187 + Penalty 2707.843776 = -427613.701410
  nChanged 125
		SP:Iteration 7Q (21042.410000 sec): 3 clusters
  Score: Raw -430379.778751 + Penalty 2707.843776 = -427671.934975
  nChanged 104
		SP:Iteration 8Q (21042.630000 sec): 3 clusters
  Score: Raw -430425.631032 + Penalty 2707.843776 = -427717.787255
  nChanged 91
		SP:Iteration 9Q (21042.830000 sec): 3 clusters
  Score: Raw -430464.834831 + Penalty 2707.843776 = -427756.991055
  nChanged 90
		SP:Iteration 10Q (21043.020000 sec): 3 clusters
  Score: Raw -430506.087844 + Penalty 2707.843776 = -427798.244067
  nChanged 104
		SP:Iteration 11Q (21043.220000 sec): 3 clusters
  Score: Raw -430562.301970 + Penalty 2707.843776 = -427854.458194
  nChanged 111
		SP:Iteration 12Q (21043.430000 sec): 3 clusters
  Score: Raw -430625.620877 + Penalty 2707.843776 = -427917.777101
  nChanged 133
		SP:Iteration 13Q (21043.600000 sec): 3 clusters
  Score: Raw -430704.908632 + Penalty 2707.843776 = -427997.064856
  nChanged 107
		SP:Iteration 14Q (21043.820000 sec): 3 clusters
  Score: Raw -430781.392758 + Penalty 2707.843776 = -428073.548982
  nChanged 119
		SP:Iteration 15Q (21043.970000 sec): 3 clusters
  Score: Raw -430861.629815 + Penalty 2707.843776 = -428153.786038
  nChanged 96
		SP:Iteration 16Q (21044.160000 sec): 3 clusters
  Score: Raw -430923.792048 + Penalty 2707.843776 = -428215.948271
  nChanged 75
		SP:Iteration 17Q (21044.350000 sec): 3 clusters
  Score: Raw -430979.364885 + Penalty 2707.843776 = -428271.521108
  nChanged 69
		SP:Iteration 18Q (21044.560000 sec): 3 clusters
  Score: Raw -431032.567206 + Penalty 2707.843776 = -428324.723429
  nChanged 66
		SP:Iteration 19Q (21044.720000 sec): 3 clusters
  Score: Raw -431080.582567 + Penalty 2707.843776 = -428372.738791
  nChanged 46
		SP:Iteration 20F (21044.940000 sec): 3 clusters
  Score: Raw -431115.462948 + Penalty 2707.843776 = -428407.619171
  nChanged 44
		SP:Iteration 21Q (21045.130000 sec): 3 clusters
  Score: Raw -431149.055438 + Penalty 2707.843776 = -428441.211661
  nChanged 31
		SP:Iteration 22Q (21045.340000 sec): 3 clusters
  Score: Raw -431175.135913 + Penalty 2707.843776 = -428467.292137
  nChanged 30
		SP:Iteration 23Q (21045.540000 sec): 3 clusters
  Score: Raw -431199.148324 + Penalty 2707.843776 = -428491.304548
  nChanged 21
		SP:Iteration 24Q (21045.720000 sec): 3 clusters
  Score: Raw -431217.266601 + Penalty 2707.843776 = -428509.422825
  nChanged 17
		SP:Iteration 25Q (21045.920000 sec): 3 clusters
  Score: Raw -431233.789300 + Penalty 2707.843776 = -428525.945523
  nChanged 20
		SP:Iteration 26Q (21046.100000 sec): 3 clusters
  Score: Raw -431257.937229 + Penalty 2707.843776 = -428550.093452
  nChanged 20
		SP:Iteration 27Q (21046.320000 sec): 3 clusters
  Score: Raw -431277.546254 + Penalty 2707.843776 = -428569.702477
  nChanged 17
		SP:Iteration 28Q (21046.490000 sec): 3 clusters
  Score: Raw -431294.867454 + Penalty 2707.843776 = -428587.023677
  nChanged 15
		SP:Iteration 29Q (21046.690000 sec): 3 clusters
  Score: Raw -431306.805850 + Penalty 2707.843776 = -428598.962074
  nChanged 3
		SP:Iteration 30Q (21046.890000 sec): 3 clusters
  Score: Raw -431308.986018 + Penalty 2707.843776 = -428601.142242
  nChanged 2
		SP:Iteration 31Q (21047.060000 sec): 3 clusters
  Score: Raw -431310.812389 + Penalty 2707.843776 = -428602.968612
  nChanged 2
		SP:Iteration 32Q (21047.250000 sec): 3 clusters
  Score: Raw -431313.269916 + Penalty 2707.843776 = -428605.426139
  nChanged 1
		SP:Iteration 33Q (21047.420000 sec): 3 clusters
  Score: Raw -431314.838776 + Penalty 2707.843776 = -428606.995000
  nChanged 2
		SP:Iteration 34Q (21047.620000 sec): 3 clusters
  Score: Raw -431315.616176 + Penalty 2707.843776 = -428607.772400
  nChanged 0
		SP:Iteration 35F (21047.760000 sec): 3 clusters
  Score: Raw -431315.616176 + Penalty 2707.843776 = -428607.772400
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21047.860000 sec): 2 clusters
  Score: Raw -52932.445531 + Penalty 1014.361281 = -51918.084250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21048.030000 sec): 3 clusters
  Score: Raw -52980.939686 + Penalty 2028.722561 = -50952.217125
  nChanged 132
		SP:Iteration 1F (21048.220000 sec): 3 clusters
  Score: Raw -53324.409460 + Penalty 2028.722561 = -51295.686899
  nChanged 58
		SP:Iteration 2F (21048.380000 sec): 3 clusters
  Score: Raw -53539.539025 + Penalty 2028.722561 = -51510.816464
  nChanged 44
		SP:Iteration 3F (21048.580000 sec): 3 clusters
  Score: Raw -53656.756629 + Penalty 2028.722561 = -51628.034068
  nChanged 25
		SP:Iteration 4Q (21048.750000 sec): 3 clusters
  Score: Raw -53725.752925 + Penalty 2028.722561 = -51697.030364
  nChanged 9
		SP:Iteration 5Q (21048.940000 sec): 3 clusters
  Score: Raw -53746.969111 + Penalty 2028.722561 = -51718.246549
  nChanged 3
		SP:Iteration 6Q (21049.120000 sec): 3 clusters
  Score: Raw -53753.041302 + Penalty 2028.722561 = -51724.318741
  nChanged 0
		SP:Iteration 7F (21049.310000 sec): 3 clusters
  Score: Raw -53753.041302 + Penalty 2028.722561 = -51724.318741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409879 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21050.990000 sec): 2 clusters
  Score: Raw -42908693.614641 + Penalty 2100.087807 = -42906593.526834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21052.890000 sec): 3 clusters
  Score: Raw -42632760.790562 + Penalty 4200.175614 = -42628560.614948
  nChanged 201184
		SP:Iteration 1F (21054.680000 sec): 3 clusters
  Score: Raw -42754464.821517 + Penalty 4200.175614 = -42750264.645903
  nChanged 10018
		SP:Iteration 2Q (21056.490000 sec): 3 clusters
  Score: Raw -42756385.025633 + Penalty 4200.175614 = -42752184.850019
  nChanged 11166
		SP:Iteration 3Q (21058.160000 sec): 3 clusters
  Score: Raw -42758804.254211 + Penalty 4200.175614 = -42754604.078598
  nChanged 12408
		SP:Iteration 4Q (21059.990000 sec): 3 clusters
  Score: Raw -42762101.433209 + Penalty 4200.175614 = -42757901.257595
  nChanged 14367
		SP:Iteration 5Q (21061.850000 sec): 3 clusters
  Score: Raw -42766779.069944 + Penalty 4200.175614 = -42762578.894331
  nChanged 16847
		SP:Iteration 6Q (21063.680000 sec): 3 clusters
  Score: Raw -42773736.807166 + Penalty 4200.175614 = -42769536.631553
  nChanged 19826
		SP:Iteration 7Q (21065.660000 sec): 3 clusters
  Score: Raw -42784235.758170 + Penalty 4200.175614 = -42780035.582556
  nChanged 22813
		SP:Iteration 8F (21067.460000 sec): 3 clusters
  Score: Raw -42798815.137060 + Penalty 4200.175614 = -42794614.961447
  nChanged 24920
		SP:Iteration 9F (21069.210000 sec): 3 clusters
  Score: Raw -42815809.983894 + Penalty 4200.175614 = -42811609.808280
  nChanged 23618
		SP:Iteration 10F (21070.940000 sec): 3 clusters
  Score: Raw -42829794.060846 + Penalty 4200.175614 = -42825593.885233
  nChanged 18351
		SP:Iteration 11Q (21072.940000 sec): 3 clusters
  Score: Raw -42837196.752787 + Penalty 4200.175614 = -42832996.577174
  nChanged 11864
		SP:Iteration 12Q (21074.990000 sec): 3 clusters
  Score: Raw -42840288.871516 + Penalty 4200.175614 = -42836088.695903
  nChanged 7750
		SP:Iteration 13Q (21076.960000 sec): 3 clusters
  Score: Raw -42841996.056714 + Penalty 4200.175614 = -42837795.881100
  nChanged 6166
		SP:Iteration 14Q (21078.850000 sec): 3 clusters
  Score: Raw -42843503.562664 + Penalty 4200.175614 = -42839303.387050
  nChanged 6155
		SP:Iteration 15Q (21080.790000 sec): 3 clusters
  Score: Raw -42845115.391496 + Penalty 4200.175614 = -42840915.215882
  nChanged 6420
		SP:Iteration 16Q (21082.520000 sec): 3 clusters
  Score: Raw -42846895.713183 + Penalty 4200.175614 = -42842695.537569
  nChanged 6785
		SP:Iteration 17Q (21084.100000 sec): 3 clusters
  Score: Raw -42848990.642322 + Penalty 4200.175614 = -42844790.466709
  nChanged 7248
		SP:Iteration 18Q (21085.790000 sec): 3 clusters
  Score: Raw -42851482.641767 + Penalty 4200.175614 = -42847282.466153
  nChanged 7782
		SP:Iteration 19Q (21087.340000 sec): 3 clusters
  Score: Raw -42854470.780182 + Penalty 4200.175614 = -42850270.604568
  nChanged 8188
		SP:Iteration 20F (21089.370000 sec): 3 clusters
  Score: Raw -42857961.415481 + Penalty 4200.175614 = -42853761.239867
  nChanged 8384
		SP:Iteration 21Q (21091.320000 sec): 3 clusters
  Score: Raw -42861902.367971 + Penalty 4200.175614 = -42857702.192357
  nChanged 8555
		SP:Iteration 22Q (21093.190000 sec): 3 clusters
  Score: Raw -42866417.309986 + Penalty 4200.175614 = -42862217.134373
  nChanged 8583
		SP:Iteration 23Q (21095.190000 sec): 3 clusters
  Score: Raw -42871347.865694 + Penalty 4200.175614 = -42867147.690080
  nChanged 8312
		SP:Iteration 24Q (21097.290000 sec): 3 clusters
  Score: Raw -42876375.533275 + Penalty 4200.175614 = -42872175.357661
  nChanged 7581
		SP:Iteration 25Q (21099.130000 sec): 3 clusters
  Score: Raw -42880991.035316 + Penalty 4200.175614 = -42876790.859702
  nChanged 6842
		SP:Iteration 26Q (21100.890000 sec): 3 clusters
  Score: Raw -42885103.216216 + Penalty 4200.175614 = -42880903.040602
  nChanged 6015
		SP:Iteration 27Q (21102.560000 sec): 3 clusters
  Score: Raw -42888499.853359 + Penalty 4200.175614 = -42884299.677745
  nChanged 5198
		SP:Iteration 28Q (21104.450000 sec): 3 clusters
  Score: Raw -42891167.693077 + Penalty 4200.175614 = -42886967.517463
  nChanged 4501
		SP:Iteration 29Q (21106.000000 sec): 3 clusters
  Score: Raw -42893230.465363 + Penalty 4200.175614 = -42889030.289749
  nChanged 3811
		SP:Iteration 30Q (21107.640000 sec): 3 clusters
  Score: Raw -42894790.104999 + Penalty 4200.175614 = -42890589.929385
  nChanged 3454
		SP:Iteration 31Q (21109.250000 sec): 3 clusters
  Score: Raw -42896127.854878 + Penalty 4200.175614 = -42891927.679264
  nChanged 3102
		SP:Iteration 32Q (21110.560000 sec): 3 clusters
  Score: Raw -42897246.583056 + Penalty 4200.175614 = -42893046.407442
  nChanged 2785
		SP:Iteration 33Q (21111.880000 sec): 3 clusters
  Score: Raw -42898184.639643 + Penalty 4200.175614 = -42893984.464029
  nChanged 2589
		SP:Iteration 34Q (21113.200000 sec): 3 clusters
  Score: Raw -42899014.777723 + Penalty 4200.175614 = -42894814.602110
  nChanged 2391
		SP:Iteration 35Q (21114.820000 sec): 3 clusters
  Score: Raw -42899764.325606 + Penalty 4200.175614 = -42895564.149993
  nChanged 2208
		SP:Iteration 36Q (21116.350000 sec): 3 clusters
  Score: Raw -42900422.492375 + Penalty 4200.175614 = -42896222.316762
  nChanged 2078
		SP:Iteration 37Q (21117.940000 sec): 3 clusters
  Score: Raw -42901041.130647 + Penalty 4200.175614 = -42896840.955033
  nChanged 1986
		SP:Iteration 38Q (21119.800000 sec): 3 clusters
  Score: Raw -42901629.072780 + Penalty 4200.175614 = -42897428.897166
  nChanged 1850
		SP:Iteration 39Q (21121.320000 sec): 3 clusters
  Score: Raw -42902176.576633 + Penalty 4200.175614 = -42897976.401019
  nChanged 1703
		SP:Iteration 40F (21122.900000 sec): 3 clusters
  Score: Raw -42902667.095439 + Penalty 4200.175614 = -42898466.919825
  nChanged 1591
		SP:Iteration 41Q (21124.510000 sec): 3 clusters
  Score: Raw -42903128.936129 + Penalty 4200.175614 = -42898928.760515
  nChanged 1487
		SP:Iteration 42Q (21126.170000 sec): 3 clusters
  Score: Raw -42903558.267760 + Penalty 4200.175614 = -42899358.092146
  nChanged 1404
		SP:Iteration 43Q (21127.830000 sec): 3 clusters
  Score: Raw -42903965.149516 + Penalty 4200.175614 = -42899764.973902
  nChanged 1352
		SP:Iteration 44Q (21129.320000 sec): 3 clusters
  Score: Raw -42904360.811738 + Penalty 4200.175614 = -42900160.636124
  nChanged 1258
		SP:Iteration 45Q (21131.070000 sec): 3 clusters
  Score: Raw -42904724.550365 + Penalty 4200.175614 = -42900524.374751
  nChanged 1154
		SP:Iteration 46Q (21132.630000 sec): 3 clusters
  Score: Raw -42905054.306980 + Penalty 4200.175614 = -42900854.131366
  nChanged 1110
		SP:Iteration 47Q (21134.170000 sec): 3 clusters
  Score: Raw -42905377.808925 + Penalty 4200.175614 = -42901177.633311
  nChanged 1058
		SP:Iteration 48Q (21135.830000 sec): 3 clusters
  Score: Raw -42905685.929761 + Penalty 4200.175614 = -42901485.754147
  nChanged 943
		SP:Iteration 49Q (21137.420000 sec): 3 clusters
  Score: Raw -42905956.331588 + Penalty 4200.175614 = -42901756.155974
  nChanged 899
		SP:Iteration 50Q (21139.040000 sec): 3 clusters
  Score: Raw -42906217.120180 + Penalty 4200.175614 = -42902016.944566
  nChanged 827
		SP:Iteration 51Q (21140.390000 sec): 3 clusters
  Score: Raw -42906456.404075 + Penalty 4200.175614 = -42902256.228461
  nChanged 818
		SP:Iteration 52Q (21141.820000 sec): 3 clusters
  Score: Raw -42906707.173537 + Penalty 4200.175614 = -42902506.997924
  nChanged 762
		SP:Iteration 53Q (21143.580000 sec): 3 clusters
  Score: Raw -42906937.014613 + Penalty 4200.175614 = -42902736.838999
  nChanged 700
		SP:Iteration 54Q (21145.290000 sec): 3 clusters
  Score: Raw -42907143.854561 + Penalty 4200.175614 = -42902943.678947
  nChanged 645
		SP:Iteration 55Q (21146.800000 sec): 3 clusters
  Score: Raw -42907334.977711 + Penalty 4200.175614 = -42903134.802097
  nChanged 577
		SP:Iteration 56Q (21148.380000 sec): 3 clusters
  Score: Raw -42907509.075277 + Penalty 4200.175614 = -42903308.899663
  nChanged 554
		SP:Iteration 57Q (21149.870000 sec): 3 clusters
  Score: Raw -42907673.721929 + Penalty 4200.175614 = -42903473.546315
  nChanged 496
		SP:Iteration 58Q (21151.280000 sec): 3 clusters
  Score: Raw -42907835.209373 + Penalty 4200.175614 = -42903635.033759
  nChanged 485
		SP:Iteration 59Q (21152.570000 sec): 3 clusters
  Score: Raw -42908004.375311 + Penalty 4200.175614 = -42903804.199697
  nChanged 463
		SP:Iteration 60F (21154.200000 sec): 3 clusters
  Score: Raw -42908166.829946 + Penalty 4200.175614 = -42903966.654333
  nChanged 367
		SP:Iteration 61Q (21155.980000 sec): 3 clusters
  Score: Raw -42908305.119335 + Penalty 4200.175614 = -42904104.943721
  nChanged 341
		SP:Iteration 62Q (21157.820000 sec): 3 clusters
  Score: Raw -42908427.340343 + Penalty 4200.175614 = -42904227.164729
  nChanged 265
		SP:Iteration 63Q (21159.390000 sec): 3 clusters
  Score: Raw -42908520.700464 + Penalty 4200.175614 = -42904320.524851
  nChanged 226
		SP:Iteration 64Q (21160.920000 sec): 3 clusters
  Score: Raw -42908592.447355 + Penalty 4200.175614 = -42904392.271741
  nChanged 199
		SP:Iteration 65Q (21162.540000 sec): 3 clusters
  Score: Raw -42908651.100559 + Penalty 4200.175614 = -42904450.924945
  nChanged 168
		SP:Iteration 66Q (21163.930000 sec): 3 clusters
  Score: Raw -42908705.144380 + Penalty 4200.175614 = -42904504.968767
  nChanged 169
		SP:Iteration 67Q (21165.550000 sec): 3 clusters
  Score: Raw -42908759.482209 + Penalty 4200.175614 = -42904559.306595
  nChanged 131
		SP:Iteration 68Q (21167.350000 sec): 3 clusters
  Score: Raw -42908796.030535 + Penalty 4200.175614 = -42904595.854921
  nChanged 101
		SP:Iteration 69Q (21169.140000 sec): 3 clusters
  Score: Raw -42908825.386099 + Penalty 4200.175614 = -42904625.210485
  nChanged 104
		SP:Iteration 70Q (21170.660000 sec): 3 clusters
  Score: Raw -42908858.490349 + Penalty 4200.175614 = -42904658.314735
  nChanged 92
		SP:Iteration 71Q (21172.290000 sec): 3 clusters
  Score: Raw -42908892.228578 + Penalty 4200.175614 = -42904692.052964
  nChanged 87
		SP:Iteration 72Q (21173.740000 sec): 3 clusters
  Score: Raw -42908924.707580 + Penalty 4200.175614 = -42904724.531966
  nChanged 69
		SP:Iteration 73Q (21175.260000 sec): 3 clusters
  Score: Raw -42908951.215777 + Penalty 4200.175614 = -42904751.040163
  nChanged 67
		SP:Iteration 74Q (21176.710000 sec): 3 clusters
  Score: Raw -42908975.832308 + Penalty 4200.175614 = -42904775.656694
  nChanged 59
		SP:Iteration 75Q (21178.200000 sec): 3 clusters
  Score: Raw -42908995.282232 + Penalty 4200.175614 = -42904795.106618
  nChanged 44
		SP:Iteration 76Q (21179.620000 sec): 3 clusters
  Score: Raw -42909010.657070 + Penalty 4200.175614 = -42904810.481456
  nChanged 39
		SP:Iteration 77Q (21181.180000 sec): 3 clusters
  Score: Raw -42909020.691791 + Penalty 4200.175614 = -42904820.516177
  nChanged 29
		SP:Iteration 78Q (21182.720000 sec): 3 clusters
  Score: Raw -42909029.452556 + Penalty 4200.175614 = -42904829.276942
  nChanged 28
		SP:Iteration 79Q (21184.140000 sec): 3 clusters
  Score: Raw -42909037.980895 + Penalty 4200.175614 = -42904837.805281
  nChanged 21
		SP:Iteration 80F (21185.970000 sec): 3 clusters
  Score: Raw -42909043.378421 + Penalty 4200.175614 = -42904843.202807
  nChanged 16
		SP:Iteration 81Q (21187.530000 sec): 3 clusters
  Score: Raw -42909047.228208 + Penalty 4200.175614 = -42904847.052595
  nChanged 16
		SP:Iteration 82Q (21189.020000 sec): 3 clusters
  Score: Raw -42909051.040172 + Penalty 4200.175614 = -42904850.864558
  nChanged 14
		SP:Iteration 83Q (21190.410000 sec): 3 clusters
  Score: Raw -42909054.542733 + Penalty 4200.175614 = -42904854.367119
  nChanged 10
		SP:Iteration 84Q (21191.930000 sec): 3 clusters
  Score: Raw -42909056.750626 + Penalty 4200.175614 = -42904856.575012
  nChanged 8
		SP:Iteration 85Q (21193.290000 sec): 3 clusters
  Score: Raw -42909058.545203 + Penalty 4200.175614 = -42904858.369589
  nChanged 14
		SP:Iteration 86Q (21194.730000 sec): 3 clusters
  Score: Raw -42909061.517035 + Penalty 4200.175614 = -42904861.341422
  nChanged 7
		SP:Iteration 87Q (21196.270000 sec): 3 clusters
  Score: Raw -42909063.286710 + Penalty 4200.175614 = -42904863.111096
  nChanged 3
		SP:Iteration 88Q (21197.810000 sec): 3 clusters
  Score: Raw -42909063.968640 + Penalty 4200.175614 = -42904863.793026
  nChanged 4
		SP:Iteration 89Q (21199.240000 sec): 3 clusters
  Score: Raw -42909064.686748 + Penalty 4200.175614 = -42904864.511134
  nChanged 3
		SP:Iteration 90Q (21200.580000 sec): 3 clusters
  Score: Raw -42909065.286408 + Penalty 4200.175614 = -42904865.110794
  nChanged 3
		SP:Iteration 91Q (21202.010000 sec): 3 clusters
  Score: Raw -42909065.894084 + Penalty 4200.175614 = -42904865.718471
  nChanged 6
		SP:Iteration 92Q (21203.700000 sec): 3 clusters
  Score: Raw -42909066.863864 + Penalty 4200.175614 = -42904866.688251
  nChanged 3
		SP:Iteration 93Q (21205.600000 sec): 3 clusters
  Score: Raw -42909067.264688 + Penalty 4200.175614 = -42904867.089075
  nChanged 2
		SP:Iteration 94Q (21207.230000 sec): 3 clusters
  Score: Raw -42909067.797649 + Penalty 4200.175614 = -42904867.622035
  nChanged 1
		SP:Iteration 95Q (21208.700000 sec): 3 clusters
  Score: Raw -42909068.012975 + Penalty 4200.175614 = -42904867.837361
  nChanged 1
		SP:Iteration 96Q (21210.290000 sec): 3 clusters
  Score: Raw -42909068.215872 + Penalty 4200.175614 = -42904868.040258
  nChanged 0
		SP:Iteration 97F (21212.020000 sec): 3 clusters
  Score: Raw -42909068.215872 + Penalty 4200.175614 = -42904868.040258
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (12898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21212.380000 sec): 2 clusters
  Score: Raw -1314245.898359 + Penalty 1538.034475 = -1312707.863884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21212.630000 sec): 3 clusters
  Score: Raw -1306757.443256 + Penalty 3076.068950 = -1303681.374305
  nChanged 5687
		SP:Iteration 1F (21212.840000 sec): 3 clusters
  Score: Raw -1309954.620182 + Penalty 3076.068950 = -1306878.551232
  nChanged 767
		SP:Iteration 2F (21213.050000 sec): 3 clusters
  Score: Raw -1310272.299584 + Penalty 3076.068950 = -1307196.230634
  nChanged 656
		SP:Iteration 3F (21213.300000 sec): 3 clusters
  Score: Raw -1310537.260135 + Penalty 3076.068950 = -1307461.191185
  nChanged 547
		SP:Iteration 4Q (21213.520000 sec): 3 clusters
  Score: Raw -1310750.527916 + Penalty 3076.068950 = -1307674.458965
  nChanged 505
		SP:Iteration 5Q (21213.750000 sec): 3 clusters
  Score: Raw -1310961.999425 + Penalty 3076.068950 = -1307885.930474
  nChanged 507
		SP:Iteration 6Q (21214.010000 sec): 3 clusters
  Score: Raw -1311202.805145 + Penalty 3076.068950 = -1308126.736194
  nChanged 547
		SP:Iteration 7Q (21214.250000 sec): 3 clusters
  Score: Raw -1311470.829998 + Penalty 3076.068950 = -1308394.761048
  nChanged 561
		SP:Iteration 8Q (21214.510000 sec): 3 clusters
  Score: Raw -1311787.876045 + Penalty 3076.068950 = -1308711.807095
  nChanged 569
		SP:Iteration 9Q (21214.760000 sec): 3 clusters
  Score: Raw -1312133.237679 + Penalty 3076.068950 = -1309057.168729
  nChanged 562
		SP:Iteration 10Q (21215.000000 sec): 3 clusters
  Score: Raw -1312489.968359 + Penalty 3076.068950 = -1309413.899408
  nChanged 476
		SP:Iteration 11Q (21215.260000 sec): 3 clusters
  Score: Raw -1312799.938720 + Penalty 3076.068950 = -1309723.869769
  nChanged 439
		SP:Iteration 12Q (21215.500000 sec): 3 clusters
  Score: Raw -1313117.611131 + Penalty 3076.068950 = -1310041.542181
  nChanged 365
		SP:Iteration 13Q (21215.720000 sec): 3 clusters
  Score: Raw -1313369.413275 + Penalty 3076.068950 = -1310293.344325
  nChanged 288
		SP:Iteration 14Q (21215.990000 sec): 3 clusters
  Score: Raw -1313574.112609 + Penalty 3076.068950 = -1310498.043659
  nChanged 242
		SP:Iteration 15Q (21216.270000 sec): 3 clusters
  Score: Raw -1313730.238106 + Penalty 3076.068950 = -1310654.169156
  nChanged 200
		SP:Iteration 16Q (21216.500000 sec): 3 clusters
  Score: Raw -1313836.612611 + Penalty 3076.068950 = -1310760.543660
  nChanged 148
		SP:Iteration 17Q (21216.710000 sec): 3 clusters
  Score: Raw -1313910.863419 + Penalty 3076.068950 = -1310834.794468
  nChanged 129
		SP:Iteration 18Q (21216.980000 sec): 3 clusters
  Score: Raw -1313988.067679 + Penalty 3076.068950 = -1310911.998729
  nChanged 121
		SP:Iteration 19Q (21217.220000 sec): 3 clusters
  Score: Raw -1314058.523627 + Penalty 3076.068950 = -1310982.454676
  nChanged 130
		SP:Iteration 20F (21217.440000 sec): 3 clusters
  Score: Raw -1314146.581674 + Penalty 3076.068950 = -1311070.512723
  nChanged 122
		SP:Iteration 21Q (21217.710000 sec): 3 clusters
  Score: Raw -1314235.746723 + Penalty 3076.068950 = -1311159.677773
  nChanged 111
		SP:Iteration 22Q (21217.930000 sec): 3 clusters
  Score: Raw -1314325.702103 + Penalty 3076.068950 = -1311249.633153
  nChanged 105
		SP:Iteration 23Q (21218.180000 sec): 3 clusters
  Score: Raw -1314416.462711 + Penalty 3076.068950 = -1311340.393760
  nChanged 93
		SP:Iteration 24Q (21218.400000 sec): 3 clusters
  Score: Raw -1314502.187112 + Penalty 3076.068950 = -1311426.118161
  nChanged 79
		SP:Iteration 25Q (21218.630000 sec): 3 clusters
  Score: Raw -1314562.623900 + Penalty 3076.068950 = -1311486.554950
  nChanged 50
		SP:Iteration 26Q (21218.890000 sec): 3 clusters
  Score: Raw -1314599.237362 + Penalty 3076.068950 = -1311523.168412
  nChanged 43
		SP:Iteration 27Q (21219.100000 sec): 3 clusters
  Score: Raw -1314625.665572 + Penalty 3076.068950 = -1311549.596621
  nChanged 38
		SP:Iteration 28Q (21219.320000 sec): 3 clusters
  Score: Raw -1314648.533041 + Penalty 3076.068950 = -1311572.464091
  nChanged 40
		SP:Iteration 29Q (21219.540000 sec): 3 clusters
  Score: Raw -1314671.554070 + Penalty 3076.068950 = -1311595.485119
  nChanged 40
		SP:Iteration 30Q (21219.770000 sec): 3 clusters
  Score: Raw -1314694.400332 + Penalty 3076.068950 = -1311618.331381
  nChanged 32
		SP:Iteration 31Q (21219.960000 sec): 3 clusters
  Score: Raw -1314711.304251 + Penalty 3076.068950 = -1311635.235301
  nChanged 24
		SP:Iteration 32Q (21220.180000 sec): 3 clusters
  Score: Raw -1314724.548056 + Penalty 3076.068950 = -1311648.479105
  nChanged 22
		SP:Iteration 33Q (21220.380000 sec): 3 clusters
  Score: Raw -1314734.631031 + Penalty 3076.068950 = -1311658.562081
  nChanged 12
		SP:Iteration 34Q (21220.590000 sec): 3 clusters
  Score: Raw -1314739.924448 + Penalty 3076.068950 = -1311663.855498
  nChanged 10
		SP:Iteration 35Q (21220.850000 sec): 3 clusters
  Score: Raw -1314744.994297 + Penalty 3076.068950 = -1311668.925347
  nChanged 6
		SP:Iteration 36Q (21221.050000 sec): 3 clusters
  Score: Raw -1314748.010569 + Penalty 3076.068950 = -1311671.941618
  nChanged 3
		SP:Iteration 37Q (21221.280000 sec): 3 clusters
  Score: Raw -1314749.306591 + Penalty 3076.068950 = -1311673.237641
  nChanged 2
		SP:Iteration 38Q (21221.460000 sec): 3 clusters
  Score: Raw -1314750.504515 + Penalty 3076.068950 = -1311674.435565
  nChanged 5
		SP:Iteration 39Q (21221.710000 sec): 3 clusters
  Score: Raw -1314752.561167 + Penalty 3076.068950 = -1311676.492216
  nChanged 3
		SP:Iteration 40F (21221.930000 sec): 3 clusters
  Score: Raw -1314753.599873 + Penalty 3076.068950 = -1311677.530922
  nChanged 1
		SP:Iteration 41Q (21222.160000 sec): 3 clusters
  Score: Raw -1314753.692119 + Penalty 3076.068950 = -1311677.623169
  nChanged 0
		SP:Iteration 42F (21222.380000 sec): 3 clusters
  Score: Raw -1314753.692119 + Penalty 3076.068950 = -1311677.623169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21222.500000 sec): 2 clusters
  Score: Raw -127404.212188 + Penalty 1165.518994 = -126238.693195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21222.670000 sec): 3 clusters
  Score: Raw -126909.174398 + Penalty 2331.037988 = -124578.136410
  nChanged 426
		SP:Iteration 1F (21222.870000 sec): 3 clusters
  Score: Raw -127273.695566 + Penalty 2331.037988 = -124942.657578
  nChanged 134
		SP:Iteration 2F (21223.070000 sec): 3 clusters
  Score: Raw -127472.900180 + Penalty 2331.037988 = -125141.862193
  nChanged 89
		SP:Iteration 3F (21223.240000 sec): 3 clusters
  Score: Raw -127620.137684 + Penalty 2331.037988 = -125289.099696
  nChanged 67
		SP:Iteration 4F (21223.410000 sec): 3 clusters
  Score: Raw -127696.983170 + Penalty 2331.037988 = -125365.945183
  nChanged 54
		SP:Iteration 5Q (21223.600000 sec): 3 clusters
  Score: Raw -127774.611809 + Penalty 2331.037988 = -125443.573822
  nChanged 43
		SP:Iteration 6Q (21223.770000 sec): 3 clusters
  Score: Raw -127851.082259 + Penalty 2331.037988 = -125520.044272
  nChanged 42
		SP:Iteration 7Q (21223.950000 sec): 3 clusters
  Score: Raw -127918.181859 + Penalty 2331.037988 = -125587.143871
  nChanged 39
		SP:Iteration 8Q (21224.180000 sec): 3 clusters
  Score: Raw -127959.963156 + Penalty 2331.037988 = -125628.925169
  nChanged 25
		SP:Iteration 9Q (21224.350000 sec): 3 clusters
  Score: Raw -127987.275581 + Penalty 2331.037988 = -125656.237593
  nChanged 14
		SP:Iteration 10Q (21224.530000 sec): 3 clusters
  Score: Raw -128002.470961 + Penalty 2331.037988 = -125671.432974
  nChanged 12
		SP:Iteration 11Q (21224.680000 sec): 3 clusters
  Score: Raw -128016.275392 + Penalty 2331.037988 = -125685.237405
  nChanged 8
		SP:Iteration 12Q (21224.870000 sec): 3 clusters
  Score: Raw -128023.150047 + Penalty 2331.037988 = -125692.112059
  nChanged 5
		SP:Iteration 13Q (21225.050000 sec): 3 clusters
  Score: Raw -128026.736533 + Penalty 2331.037988 = -125695.698545
  nChanged 5
		SP:Iteration 14Q (21225.210000 sec): 3 clusters
  Score: Raw -128031.019188 + Penalty 2331.037988 = -125699.981201
  nChanged 5
		SP:Iteration 15Q (21225.410000 sec): 3 clusters
  Score: Raw -128036.287407 + Penalty 2331.037988 = -125705.249419
  nChanged 5
		SP:Iteration 16Q (21225.550000 sec): 3 clusters
  Score: Raw -128042.155804 + Penalty 2331.037988 = -125711.117817
  nChanged 8
		SP:Iteration 17Q (21225.750000 sec): 3 clusters
  Score: Raw -128054.498494 + Penalty 2331.037988 = -125723.460506
  nChanged 7
		SP:Iteration 18Q (21225.910000 sec): 3 clusters
  Score: Raw -128062.331718 + Penalty 2331.037988 = -125731.293731
  nChanged 3
		SP:Iteration 19Q (21226.110000 sec): 3 clusters
  Score: Raw -128068.134663 + Penalty 2331.037988 = -125737.096675
  nChanged 8
		SP:Iteration 20F (21226.270000 sec): 3 clusters
  Score: Raw -128078.590894 + Penalty 2331.037988 = -125747.552906
  nChanged 5
		SP:Iteration 21Q (21226.420000 sec): 3 clusters
  Score: Raw -128088.154331 + Penalty 2331.037988 = -125757.116344
  nChanged 7
		SP:Iteration 22Q (21226.580000 sec): 3 clusters
  Score: Raw -128092.924601 + Penalty 2331.037988 = -125761.886614
  nChanged 3
		SP:Iteration 23Q (21226.770000 sec): 3 clusters
  Score: Raw -128094.230131 + Penalty 2331.037988 = -125763.192144
  nChanged 1
		SP:Iteration 24Q (21226.910000 sec): 3 clusters
  Score: Raw -128094.471105 + Penalty 2331.037988 = -125763.433118
  nChanged 1
		SP:Iteration 25Q (21227.060000 sec): 3 clusters
  Score: Raw -128096.202262 + Penalty 2331.037988 = -125765.164274
  nChanged 1
		SP:Iteration 26Q (21227.210000 sec): 3 clusters
  Score: Raw -128096.806974 + Penalty 2331.037988 = -125765.768986
  nChanged 1
		SP:Iteration 27Q (21227.440000 sec): 3 clusters
  Score: Raw -128097.649311 + Penalty 2331.037988 = -125766.611323
  nChanged 1
		SP:Iteration 28Q (21227.610000 sec): 3 clusters
  Score: Raw -128099.370934 + Penalty 2331.037988 = -125768.332947
  nChanged 1
		SP:Iteration 29Q (21227.780000 sec): 3 clusters
  Score: Raw -128099.670466 + Penalty 2331.037988 = -125768.632478
  nChanged 0
		SP:Iteration 30F (21227.970000 sec): 3 clusters
  Score: Raw -128099.670466 + Penalty 2331.037988 = -125768.632478
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (34647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21228.250000 sec): 2 clusters
  Score: Raw -3846786.249685 + Penalty 1698.607043 = -3845087.642642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21228.590000 sec): 3 clusters
  Score: Raw -3825061.450990 + Penalty 3397.214087 = -3821664.236903
  nChanged 16072
		SP:Iteration 1F (21228.950000 sec): 3 clusters
  Score: Raw -3833989.072409 + Penalty 3397.214087 = -3830591.858322
  nChanged 1321
		SP:Iteration 2Q (21229.300000 sec): 3 clusters
  Score: Raw -3834362.420919 + Penalty 3397.214087 = -3830965.206833
  nChanged 1313
		SP:Iteration 3Q (21229.610000 sec): 3 clusters
  Score: Raw -3834742.783693 + Penalty 3397.214087 = -3831345.569607
  nChanged 1297
		SP:Iteration 4Q (21229.950000 sec): 3 clusters
  Score: Raw -3835163.879299 + Penalty 3397.214087 = -3831766.665213
  nChanged 1315
		SP:Iteration 5Q (21230.300000 sec): 3 clusters
  Score: Raw -3835700.306613 + Penalty 3397.214087 = -3832303.092526
  nChanged 1603
		SP:Iteration 6Q (21230.640000 sec): 3 clusters
  Score: Raw -3836542.002507 + Penalty 3397.214087 = -3833144.788420
  nChanged 2008
		SP:Iteration 7F (21230.960000 sec): 3 clusters
  Score: Raw -3837889.802847 + Penalty 3397.214087 = -3834492.588761
  nChanged 2371
		SP:Iteration 8F (21231.250000 sec): 3 clusters
  Score: Raw -3839787.620563 + Penalty 3397.214087 = -3836390.406476
  nChanged 2421
		SP:Iteration 9F (21231.550000 sec): 3 clusters
  Score: Raw -3841983.812399 + Penalty 3397.214087 = -3838586.598312
  nChanged 2066
		SP:Iteration 10F (21231.840000 sec): 3 clusters
  Score: Raw -3843878.142612 + Penalty 3397.214087 = -3840480.928525
  nChanged 1460
		SP:Iteration 11Q (21232.190000 sec): 3 clusters
  Score: Raw -3845186.612121 + Penalty 3397.214087 = -3841789.398034
  nChanged 922
		SP:Iteration 12Q (21232.520000 sec): 3 clusters
  Score: Raw -3846006.987447 + Penalty 3397.214087 = -3842609.773360
  nChanged 509
		SP:Iteration 13Q (21232.850000 sec): 3 clusters
  Score: Raw -3846444.582243 + Penalty 3397.214087 = -3843047.368157
  nChanged 274
		SP:Iteration 14Q (21233.190000 sec): 3 clusters
  Score: Raw -3846682.655706 + Penalty 3397.214087 = -3843285.441619
  nChanged 148
		SP:Iteration 15Q (21233.530000 sec): 3 clusters
  Score: Raw -3846815.790460 + Penalty 3397.214087 = -3843418.576373
  nChanged 79
		SP:Iteration 16Q (21233.780000 sec): 3 clusters
  Score: Raw -3846896.157893 + Penalty 3397.214087 = -3843498.943806
  nChanged 39
		SP:Iteration 17Q (21234.080000 sec): 3 clusters
  Score: Raw -3846933.348896 + Penalty 3397.214087 = -3843536.134809
  nChanged 20
		SP:Iteration 18Q (21234.360000 sec): 3 clusters
  Score: Raw -3846950.917525 + Penalty 3397.214087 = -3843553.703439
  nChanged 13
		SP:Iteration 19Q (21234.700000 sec): 3 clusters
  Score: Raw -3846964.062200 + Penalty 3397.214087 = -3843566.848114
  nChanged 14
		SP:Iteration 20F (21234.990000 sec): 3 clusters
  Score: Raw -3846979.424772 + Penalty 3397.214087 = -3843582.210685
  nChanged 15
		SP:Iteration 21Q (21235.350000 sec): 3 clusters
  Score: Raw -3846994.102795 + Penalty 3397.214087 = -3843596.888708
  nChanged 9
		SP:Iteration 22Q (21235.610000 sec): 3 clusters
  Score: Raw -3847001.210469 + Penalty 3397.214087 = -3843603.996382
  nChanged 4
		SP:Iteration 23Q (21235.920000 sec): 3 clusters
  Score: Raw -3847005.276112 + Penalty 3397.214087 = -3843608.062025
  nChanged 2
		SP:Iteration 24Q (21236.210000 sec): 3 clusters
  Score: Raw -3847006.597852 + Penalty 3397.214087 = -3843609.383765
  nChanged 1
		SP:Iteration 25Q (21236.490000 sec): 3 clusters
  Score: Raw -3847007.609255 + Penalty 3397.214087 = -3843610.395168
  nChanged 1
		SP:Iteration 26Q (21236.820000 sec): 3 clusters
  Score: Raw -3847008.631025 + Penalty 3397.214087 = -3843611.416938
  nChanged 0
		SP:Iteration 27F (21237.120000 sec): 3 clusters
  Score: Raw -3847008.631025 + Penalty 3397.214087 = -3843611.416938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21237.380000 sec): 2 clusters
  Score: Raw -3244914.711661 + Penalty 1685.270285 = -3243229.441376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21237.700000 sec): 3 clusters
  Score: Raw -3225098.221458 + Penalty 3370.540570 = -3221727.680888
  nChanged 14813
		SP:Iteration 1F (21237.970000 sec): 3 clusters
  Score: Raw -3233608.397804 + Penalty 3370.540570 = -3230237.857234
  nChanged 1753
		SP:Iteration 2F (21238.250000 sec): 3 clusters
  Score: Raw -3234387.263395 + Penalty 3370.540570 = -3231016.722824
  nChanged 1839
		SP:Iteration 3F (21238.600000 sec): 3 clusters
  Score: Raw -3235332.607964 + Penalty 3370.540570 = -3231962.067394
  nChanged 2020
		SP:Iteration 4F (21238.910000 sec): 3 clusters
  Score: Raw -3236613.091991 + Penalty 3370.540570 = -3233242.551421
  nChanged 2264
		SP:Iteration 5F (21239.220000 sec): 3 clusters
  Score: Raw -3238247.680369 + Penalty 3370.540570 = -3234877.139799
  nChanged 2273
		SP:Iteration 6F (21239.530000 sec): 3 clusters
  Score: Raw -3240102.938841 + Penalty 3370.540570 = -3236732.398270
  nChanged 1925
		SP:Iteration 7F (21239.800000 sec): 3 clusters
  Score: Raw -3241778.221833 + Penalty 3370.540570 = -3238407.681263
  nChanged 1537
		SP:Iteration 8Q (21240.130000 sec): 3 clusters
  Score: Raw -3242930.198705 + Penalty 3370.540570 = -3239559.658135
  nChanged 1066
		SP:Iteration 9Q (21240.430000 sec): 3 clusters
  Score: Raw -3243521.020309 + Penalty 3370.540570 = -3240150.479739
  nChanged 712
		SP:Iteration 10Q (21240.740000 sec): 3 clusters
  Score: Raw -3243787.534814 + Penalty 3370.540570 = -3240416.994243
  nChanged 455
		SP:Iteration 11Q (21241.100000 sec): 3 clusters
  Score: Raw -3243930.486525 + Penalty 3370.540570 = -3240559.945955
  nChanged 361
		SP:Iteration 12Q (21241.450000 sec): 3 clusters
  Score: Raw -3244034.218868 + Penalty 3370.540570 = -3240663.678298
  nChanged 304
		SP:Iteration 13Q (21241.780000 sec): 3 clusters
  Score: Raw -3244116.185703 + Penalty 3370.540570 = -3240745.645133
  nChanged 278
		SP:Iteration 14Q (21242.140000 sec): 3 clusters
  Score: Raw -3244179.950797 + Penalty 3370.540570 = -3240809.410227
  nChanged 240
		SP:Iteration 15Q (21242.510000 sec): 3 clusters
  Score: Raw -3244235.327316 + Penalty 3370.540570 = -3240864.786745
  nChanged 222
		SP:Iteration 16Q (21242.850000 sec): 3 clusters
  Score: Raw -3244284.078820 + Penalty 3370.540570 = -3240913.538250
  nChanged 202
		SP:Iteration 17Q (21243.190000 sec): 3 clusters
  Score: Raw -3244325.916227 + Penalty 3370.540570 = -3240955.375657
  nChanged 191
		SP:Iteration 18Q (21243.520000 sec): 3 clusters
  Score: Raw -3244363.468495 + Penalty 3370.540570 = -3240992.927924
  nChanged 169
		SP:Iteration 19Q (21243.880000 sec): 3 clusters
  Score: Raw -3244394.630248 + Penalty 3370.540570 = -3241024.089677
  nChanged 171
		SP:Iteration 20F (21244.280000 sec): 3 clusters
  Score: Raw -3244428.107867 + Penalty 3370.540570 = -3241057.567296
  nChanged 177
		SP:Iteration 21Q (21244.670000 sec): 3 clusters
  Score: Raw -3244461.516247 + Penalty 3370.540570 = -3241090.975677
  nChanged 176
		SP:Iteration 22Q (21245.020000 sec): 3 clusters
  Score: Raw -3244496.967200 + Penalty 3370.540570 = -3241126.426630
  nChanged 187
		SP:Iteration 23Q (21245.370000 sec): 3 clusters
  Score: Raw -3244536.774016 + Penalty 3370.540570 = -3241166.233446
  nChanged 179
		SP:Iteration 24Q (21245.730000 sec): 3 clusters
  Score: Raw -3244576.115451 + Penalty 3370.540570 = -3241205.574880
  nChanged 172
		SP:Iteration 25Q (21246.090000 sec): 3 clusters
  Score: Raw -3244616.755579 + Penalty 3370.540570 = -3241246.215009
  nChanged 198
		SP:Iteration 26Q (21246.440000 sec): 3 clusters
  Score: Raw -3244668.562883 + Penalty 3370.540570 = -3241298.022313
  nChanged 194
		SP:Iteration 27Q (21246.810000 sec): 3 clusters
  Score: Raw -3244716.197794 + Penalty 3370.540570 = -3241345.657224
  nChanged 177
		SP:Iteration 28Q (21247.150000 sec): 3 clusters
  Score: Raw -3244760.311738 + Penalty 3370.540570 = -3241389.771168
  nChanged 162
		SP:Iteration 29Q (21247.500000 sec): 3 clusters
  Score: Raw -3244803.711652 + Penalty 3370.540570 = -3241433.171082
  nChanged 172
		SP:Iteration 30Q (21247.850000 sec): 3 clusters
  Score: Raw -3244851.517289 + Penalty 3370.540570 = -3241480.976719
  nChanged 153
		SP:Iteration 31Q (21248.170000 sec): 3 clusters
  Score: Raw -3244889.845419 + Penalty 3370.540570 = -3241519.304848
  nChanged 153
		SP:Iteration 32Q (21248.490000 sec): 3 clusters
  Score: Raw -3244930.654485 + Penalty 3370.540570 = -3241560.113915
  nChanged 152
		SP:Iteration 33Q (21248.810000 sec): 3 clusters
  Score: Raw -3244970.458661 + Penalty 3370.540570 = -3241599.918091
  nChanged 151
		SP:Iteration 34Q (21249.140000 sec): 3 clusters
  Score: Raw -3245007.800735 + Penalty 3370.540570 = -3241637.260165
  nChanged 138
		SP:Iteration 35Q (21249.480000 sec): 3 clusters
  Score: Raw -3245041.948238 + Penalty 3370.540570 = -3241671.407668
  nChanged 147
		SP:Iteration 36Q (21249.770000 sec): 3 clusters
  Score: Raw -3245076.779883 + Penalty 3370.540570 = -3241706.239313
  nChanged 119
		SP:Iteration 37Q (21250.090000 sec): 3 clusters
  Score: Raw -3245105.216675 + Penalty 3370.540570 = -3241734.676105
  nChanged 120
		SP:Iteration 38Q (21250.390000 sec): 3 clusters
  Score: Raw -3245132.982108 + Penalty 3370.540570 = -3241762.441538
  nChanged 127
		SP:Iteration 39Q (21250.690000 sec): 3 clusters
  Score: Raw -3245166.406543 + Penalty 3370.540570 = -3241795.865972
  nChanged 121
		SP:Iteration 40F (21251.040000 sec): 3 clusters
  Score: Raw -3245200.742144 + Penalty 3370.540570 = -3241830.201574
  nChanged 124
		SP:Iteration 41Q (21251.300000 sec): 3 clusters
  Score: Raw -3245234.179225 + Penalty 3370.540570 = -3241863.638655
  nChanged 123
		SP:Iteration 42Q (21251.600000 sec): 3 clusters
  Score: Raw -3245272.022615 + Penalty 3370.540570 = -3241901.482045
  nChanged 130
		SP:Iteration 43Q (21251.940000 sec): 3 clusters
  Score: Raw -3245307.081696 + Penalty 3370.540570 = -3241936.541126
  nChanged 91
		SP:Iteration 44Q (21252.280000 sec): 3 clusters
  Score: Raw -3245329.677796 + Penalty 3370.540570 = -3241959.137226
  nChanged 98
		SP:Iteration 45Q (21252.560000 sec): 3 clusters
  Score: Raw -3245353.137936 + Penalty 3370.540570 = -3241982.597366
  nChanged 91
		SP:Iteration 46Q (21252.910000 sec): 3 clusters
  Score: Raw -3245376.055709 + Penalty 3370.540570 = -3242005.515139
  nChanged 108
		SP:Iteration 47Q (21253.280000 sec): 3 clusters
  Score: Raw -3245404.263904 + Penalty 3370.540570 = -3242033.723333
  nChanged 111
		SP:Iteration 48Q (21253.600000 sec): 3 clusters
  Score: Raw -3245437.124585 + Penalty 3370.540570 = -3242066.584015
  nChanged 113
		SP:Iteration 49Q (21253.880000 sec): 3 clusters
  Score: Raw -3245471.277839 + Penalty 3370.540570 = -3242100.737269
  nChanged 96
		SP:Iteration 50Q (21254.230000 sec): 3 clusters
  Score: Raw -3245501.475341 + Penalty 3370.540570 = -3242130.934771
  nChanged 97
		SP:Iteration 51Q (21254.540000 sec): 3 clusters
  Score: Raw -3245537.908041 + Penalty 3370.540570 = -3242167.367470
  nChanged 119
		SP:Iteration 52Q (21254.830000 sec): 3 clusters
  Score: Raw -3245579.997312 + Penalty 3370.540570 = -3242209.456742
  nChanged 109
		SP:Iteration 53Q (21255.120000 sec): 3 clusters
  Score: Raw -3245624.185961 + Penalty 3370.540570 = -3242253.645391
  nChanged 116
		SP:Iteration 54Q (21255.420000 sec): 3 clusters
  Score: Raw -3245682.175800 + Penalty 3370.540570 = -3242311.635230
  nChanged 124
		SP:Iteration 55Q (21255.700000 sec): 3 clusters
  Score: Raw -3245761.110635 + Penalty 3370.540570 = -3242390.570065
  nChanged 154
		SP:Iteration 56Q (21255.980000 sec): 3 clusters
  Score: Raw -3245884.364815 + Penalty 3370.540570 = -3242513.824245
  nChanged 147
		SP:Iteration 57Q (21256.290000 sec): 3 clusters
  Score: Raw -3246020.692681 + Penalty 3370.540570 = -3242650.152111
  nChanged 161
		SP:Iteration 58Q (21256.610000 sec): 3 clusters
  Score: Raw -3246169.084604 + Penalty 3370.540570 = -3242798.544034
  nChanged 133
		SP:Iteration 59Q (21256.920000 sec): 3 clusters
  Score: Raw -3246251.044887 + Penalty 3370.540570 = -3242880.504317
  nChanged 88
		SP:Iteration 60F (21257.220000 sec): 3 clusters
  Score: Raw -3246286.881135 + Penalty 3370.540570 = -3242916.340565
  nChanged 79
		SP:Iteration 61Q (21257.540000 sec): 3 clusters
  Score: Raw -3246314.112752 + Penalty 3370.540570 = -3242943.572181
  nChanged 58
		SP:Iteration 62Q (21257.850000 sec): 3 clusters
  Score: Raw -3246329.317893 + Penalty 3370.540570 = -3242958.777322
  nChanged 36
		SP:Iteration 63Q (21258.130000 sec): 3 clusters
  Score: Raw -3246335.413377 + Penalty 3370.540570 = -3242964.872807
  nChanged 17
		SP:Iteration 64Q (21258.400000 sec): 3 clusters
  Score: Raw -3246337.787089 + Penalty 3370.540570 = -3242967.246518
  nChanged 8
		SP:Iteration 65Q (21258.710000 sec): 3 clusters
  Score: Raw -3246338.928530 + Penalty 3370.540570 = -3242968.387960
  nChanged 8
		SP:Iteration 66Q (21259.010000 sec): 3 clusters
  Score: Raw -3246340.043828 + Penalty 3370.540570 = -3242969.503258
  nChanged 8
		SP:Iteration 67Q (21259.270000 sec): 3 clusters
  Score: Raw -3246340.921400 + Penalty 3370.540570 = -3242970.380830
  nChanged 5
		SP:Iteration 68Q (21259.580000 sec): 3 clusters
  Score: Raw -3246341.344897 + Penalty 3370.540570 = -3242970.804327
  nChanged 4
		SP:Iteration 69Q (21259.920000 sec): 3 clusters
  Score: Raw -3246341.786278 + Penalty 3370.540570 = -3242971.245708
  nChanged 3
		SP:Iteration 70Q (21260.160000 sec): 3 clusters
  Score: Raw -3246342.129110 + Penalty 3370.540570 = -3242971.588540
  nChanged 3
		SP:Iteration 71Q (21260.490000 sec): 3 clusters
  Score: Raw -3246342.663736 + Penalty 3370.540570 = -3242972.123166
  nChanged 5
		SP:Iteration 72Q (21260.780000 sec): 3 clusters
  Score: Raw -3246343.078928 + Penalty 3370.540570 = -3242972.538358
  nChanged 1
		SP:Iteration 73Q (21261.140000 sec): 3 clusters
  Score: Raw -3246343.148921 + Penalty 3370.540570 = -3242972.608351
  nChanged 0
		SP:Iteration 74F (21261.400000 sec): 3 clusters
  Score: Raw -3246343.148921 + Penalty 3370.540570 = -3242972.608351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21261.550000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21261.720000 sec): 3 clusters
  Score: Raw -60308.285459 + Penalty 2081.699249 = -58226.586211
  nChanged 141
		SP:Iteration 1F (21261.890000 sec): 3 clusters
  Score: Raw -60532.818859 + Penalty 2081.699249 = -58451.119610
  nChanged 37
		SP:Iteration 2F (21262.100000 sec): 3 clusters
  Score: Raw -60595.991510 + Penalty 2081.699249 = -58514.292261
  nChanged 20
		SP:Iteration 3Q (21262.250000 sec): 3 clusters
  Score: Raw -60628.417497 + Penalty 2081.699249 = -58546.718248
  nChanged 20
		SP:Iteration 4Q (21262.450000 sec): 3 clusters
  Score: Raw -60662.270722 + Penalty 2081.699249 = -58580.571473
  nChanged 18
		SP:Iteration 5Q (21262.600000 sec): 3 clusters
  Score: Raw -60693.151476 + Penalty 2081.699249 = -58611.452227
  nChanged 18
		SP:Iteration 6Q (21262.740000 sec): 3 clusters
  Score: Raw -60753.108913 + Penalty 2081.699249 = -58671.409664
  nChanged 27
		SP:Iteration 7Q (21262.950000 sec): 3 clusters
  Score: Raw -60823.839030 + Penalty 2081.699249 = -58742.139781
  nChanged 26
		SP:Iteration 8Q (21263.090000 sec): 3 clusters
  Score: Raw -60921.751583 + Penalty 2081.699249 = -58840.052334
  nChanged 25
		SP:Iteration 9Q (21263.300000 sec): 3 clusters
  Score: Raw -60990.684392 + Penalty 2081.699249 = -58908.985143
  nChanged 21
		SP:Iteration 10Q (21263.460000 sec): 3 clusters
  Score: Raw -61051.774519 + Penalty 2081.699249 = -58970.075270
  nChanged 19
		SP:Iteration 11Q (21263.610000 sec): 3 clusters
  Score: Raw -61091.742213 + Penalty 2081.699249 = -59010.042964
  nChanged 19
		SP:Iteration 12Q (21263.820000 sec): 3 clusters
  Score: Raw -61118.714606 + Penalty 2081.699249 = -59037.015357
  nChanged 7
		SP:Iteration 13Q (21263.960000 sec): 3 clusters
  Score: Raw -61130.027925 + Penalty 2081.699249 = -59048.328677
  nChanged 4
		SP:Iteration 14Q (21264.160000 sec): 3 clusters
  Score: Raw -61137.132152 + Penalty 2081.699249 = -59055.432903
  nChanged 5
		SP:Iteration 15Q (21264.290000 sec): 3 clusters
  Score: Raw -61144.031922 + Penalty 2081.699249 = -59062.332673
  nChanged 3
		SP:Iteration 16Q (21264.500000 sec): 3 clusters
  Score: Raw -61150.255567 + Penalty 2081.699249 = -59068.556318
  nChanged 3
		SP:Iteration 17Q (21264.740000 sec): 3 clusters
  Score: Raw -61156.386455 + Penalty 2081.699249 = -59074.687206
  nChanged 1
		SP:Iteration 18Q (21264.920000 sec): 3 clusters
  Score: Raw -61157.618670 + Penalty 2081.699249 = -59075.919421
  nChanged 1
		SP:Iteration 19Q (21265.130000 sec): 3 clusters
  Score: Raw -61159.200048 + Penalty 2081.699249 = -59077.500799
  nChanged 0
		SP:Iteration 20F (21265.350000 sec): 3 clusters
  Score: Raw -61159.200048 + Penalty 2081.699249 = -59077.500799
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21265.470000 sec): 2 clusters
  Score: Raw -1505560.929494 + Penalty 1553.776448 = -1504007.153045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21265.730000 sec): 3 clusters
  Score: Raw -1497283.206766 + Penalty 3107.552897 = -1494175.653869
  nChanged 6276
		SP:Iteration 1F (21266.050000 sec): 3 clusters
  Score: Raw -1500640.113833 + Penalty 3107.552897 = -1497532.560936
  nChanged 729
		SP:Iteration 2F (21266.290000 sec): 3 clusters
  Score: Raw -1500907.298558 + Penalty 3107.552897 = -1497799.745661
  nChanged 624
		SP:Iteration 3Q (21266.550000 sec): 3 clusters
  Score: Raw -1501125.910346 + Penalty 3107.552897 = -1498018.357449
  nChanged 542
		SP:Iteration 4Q (21266.820000 sec): 3 clusters
  Score: Raw -1501322.159032 + Penalty 3107.552897 = -1498214.606135
  nChanged 539
		SP:Iteration 5Q (21267.100000 sec): 3 clusters
  Score: Raw -1501513.878440 + Penalty 3107.552897 = -1498406.325543
  nChanged 474
		SP:Iteration 6Q (21267.330000 sec): 3 clusters
  Score: Raw -1501696.798470 + Penalty 3107.552897 = -1498589.245574
  nChanged 497
		SP:Iteration 7Q (21267.580000 sec): 3 clusters
  Score: Raw -1501871.870468 + Penalty 3107.552897 = -1498764.317572
  nChanged 485
		SP:Iteration 8Q (21267.850000 sec): 3 clusters
  Score: Raw -1502041.997303 + Penalty 3107.552897 = -1498934.444406
  nChanged 475
		SP:Iteration 9Q (21268.080000 sec): 3 clusters
  Score: Raw -1502227.086718 + Penalty 3107.552897 = -1499119.533821
  nChanged 554
		SP:Iteration 10Q (21268.370000 sec): 3 clusters
  Score: Raw -1502458.615170 + Penalty 3107.552897 = -1499351.062273
  nChanged 562
		SP:Iteration 11Q (21268.650000 sec): 3 clusters
  Score: Raw -1502682.528468 + Penalty 3107.552897 = -1499574.975571
  nChanged 540
		SP:Iteration 12Q (21268.870000 sec): 3 clusters
  Score: Raw -1502905.455912 + Penalty 3107.552897 = -1499797.903015
  nChanged 548
		SP:Iteration 13Q (21269.120000 sec): 3 clusters
  Score: Raw -1503152.677892 + Penalty 3107.552897 = -1500045.124995
  nChanged 593
		SP:Iteration 14Q (21269.410000 sec): 3 clusters
  Score: Raw -1503407.436355 + Penalty 3107.552897 = -1500299.883458
  nChanged 589
		SP:Iteration 15Q (21269.630000 sec): 3 clusters
  Score: Raw -1503652.956151 + Penalty 3107.552897 = -1500545.403254
  nChanged 548
		SP:Iteration 16Q (21269.870000 sec): 3 clusters
  Score: Raw -1503874.822773 + Penalty 3107.552897 = -1500767.269876
  nChanged 484
		SP:Iteration 17Q (21270.140000 sec): 3 clusters
  Score: Raw -1504065.355707 + Penalty 3107.552897 = -1500957.802810
  nChanged 396
		SP:Iteration 18Q (21270.370000 sec): 3 clusters
  Score: Raw -1504211.005052 + Penalty 3107.552897 = -1501103.452155
  nChanged 319
		SP:Iteration 19Q (21270.620000 sec): 3 clusters
  Score: Raw -1504307.744676 + Penalty 3107.552897 = -1501200.191779
  nChanged 249
		SP:Iteration 20F (21270.830000 sec): 3 clusters
  Score: Raw -1504374.261070 + Penalty 3107.552897 = -1501266.708173
  nChanged 168
		SP:Iteration 21Q (21271.020000 sec): 3 clusters
  Score: Raw -1504409.969099 + Penalty 3107.552897 = -1501302.416203
  nChanged 143
		SP:Iteration 22Q (21271.300000 sec): 3 clusters
  Score: Raw -1504438.460588 + Penalty 3107.552897 = -1501330.907691
  nChanged 110
		SP:Iteration 23Q (21271.520000 sec): 3 clusters
  Score: Raw -1504459.888397 + Penalty 3107.552897 = -1501352.335500
  nChanged 101
		SP:Iteration 24Q (21271.740000 sec): 3 clusters
  Score: Raw -1504481.339074 + Penalty 3107.552897 = -1501373.786178
  nChanged 88
		SP:Iteration 25Q (21271.980000 sec): 3 clusters
  Score: Raw -1504498.674814 + Penalty 3107.552897 = -1501391.121917
  nChanged 87
		SP:Iteration 26Q (21272.180000 sec): 3 clusters
  Score: Raw -1504513.940841 + Penalty 3107.552897 = -1501406.387944
  nChanged 101
		SP:Iteration 27Q (21272.430000 sec): 3 clusters
  Score: Raw -1504532.489374 + Penalty 3107.552897 = -1501424.936477
  nChanged 102
		SP:Iteration 28Q (21272.640000 sec): 3 clusters
  Score: Raw -1504554.679281 + Penalty 3107.552897 = -1501447.126384
  nChanged 112
		SP:Iteration 29Q (21272.860000 sec): 3 clusters
  Score: Raw -1504578.991349 + Penalty 3107.552897 = -1501471.438452
  nChanged 126
		SP:Iteration 30Q (21273.140000 sec): 3 clusters
  Score: Raw -1504609.091283 + Penalty 3107.552897 = -1501501.538386
  nChanged 149
		SP:Iteration 31Q (21273.370000 sec): 3 clusters
  Score: Raw -1504640.127671 + Penalty 3107.552897 = -1501532.574774
  nChanged 148
		SP:Iteration 32Q (21273.580000 sec): 3 clusters
  Score: Raw -1504671.422343 + Penalty 3107.552897 = -1501563.869446
  nChanged 146
		SP:Iteration 33Q (21273.810000 sec): 3 clusters
  Score: Raw -1504702.503817 + Penalty 3107.552897 = -1501594.950920
  nChanged 148
		SP:Iteration 34Q (21274.090000 sec): 3 clusters
  Score: Raw -1504732.896378 + Penalty 3107.552897 = -1501625.343481
  nChanged 143
		SP:Iteration 35Q (21274.270000 sec): 3 clusters
  Score: Raw -1504758.518289 + Penalty 3107.552897 = -1501650.965392
  nChanged 131
		SP:Iteration 36Q (21274.550000 sec): 3 clusters
  Score: Raw -1504783.020586 + Penalty 3107.552897 = -1501675.467689
  nChanged 121
		SP:Iteration 37Q (21274.790000 sec): 3 clusters
  Score: Raw -1504804.800264 + Penalty 3107.552897 = -1501697.247367
  nChanged 116
		SP:Iteration 38Q (21274.970000 sec): 3 clusters
  Score: Raw -1504825.509437 + Penalty 3107.552897 = -1501717.956540
  nChanged 126
		SP:Iteration 39Q (21275.220000 sec): 3 clusters
  Score: Raw -1504851.514935 + Penalty 3107.552897 = -1501743.962038
  nChanged 130
		SP:Iteration 40F (21275.430000 sec): 3 clusters
  Score: Raw -1504874.707780 + Penalty 3107.552897 = -1501767.154883
  nChanged 135
		SP:Iteration 41Q (21275.690000 sec): 3 clusters
  Score: Raw -1504899.981394 + Penalty 3107.552897 = -1501792.428497
  nChanged 140
		SP:Iteration 42Q (21275.900000 sec): 3 clusters
  Score: Raw -1504931.667330 + Penalty 3107.552897 = -1501824.114433
  nChanged 133
		SP:Iteration 43Q (21276.170000 sec): 3 clusters
  Score: Raw -1504961.355107 + Penalty 3107.552897 = -1501853.802210
  nChanged 142
		SP:Iteration 44Q (21276.390000 sec): 3 clusters
  Score: Raw -1504988.129481 + Penalty 3107.552897 = -1501880.576585
  nChanged 150
		SP:Iteration 45Q (21276.570000 sec): 3 clusters
  Score: Raw -1505016.384898 + Penalty 3107.552897 = -1501908.832001
  nChanged 144
		SP:Iteration 46Q (21276.820000 sec): 3 clusters
  Score: Raw -1505043.826474 + Penalty 3107.552897 = -1501936.273578
  nChanged 133
		SP:Iteration 47Q (21277.000000 sec): 3 clusters
  Score: Raw -1505068.704650 + Penalty 3107.552897 = -1501961.151753
  nChanged 126
		SP:Iteration 48Q (21277.270000 sec): 3 clusters
  Score: Raw -1505094.076112 + Penalty 3107.552897 = -1501986.523215
  nChanged 124
		SP:Iteration 49Q (21277.480000 sec): 3 clusters
  Score: Raw -1505116.484147 + Penalty 3107.552897 = -1502008.931250
  nChanged 111
		SP:Iteration 50Q (21277.700000 sec): 3 clusters
  Score: Raw -1505138.874198 + Penalty 3107.552897 = -1502031.321301
  nChanged 119
		SP:Iteration 51Q (21277.930000 sec): 3 clusters
  Score: Raw -1505162.505413 + Penalty 3107.552897 = -1502054.952516
  nChanged 126
		SP:Iteration 52Q (21278.170000 sec): 3 clusters
  Score: Raw -1505188.311032 + Penalty 3107.552897 = -1502080.758135
  nChanged 128
		SP:Iteration 53Q (21278.350000 sec): 3 clusters
  Score: Raw -1505212.312642 + Penalty 3107.552897 = -1502104.759745
  nChanged 119
		SP:Iteration 54Q (21278.620000 sec): 3 clusters
  Score: Raw -1505236.070050 + Penalty 3107.552897 = -1502128.517153
  nChanged 128
		SP:Iteration 55Q (21278.860000 sec): 3 clusters
  Score: Raw -1505259.576934 + Penalty 3107.552897 = -1502152.024037
  nChanged 126
		SP:Iteration 56Q (21279.100000 sec): 3 clusters
  Score: Raw -1505282.841715 + Penalty 3107.552897 = -1502175.288819
  nChanged 111
		SP:Iteration 57Q (21279.340000 sec): 3 clusters
  Score: Raw -1505303.669420 + Penalty 3107.552897 = -1502196.116523
  nChanged 102
		SP:Iteration 58Q (21279.580000 sec): 3 clusters
  Score: Raw -1505322.393175 + Penalty 3107.552897 = -1502214.840278
  nChanged 98
		SP:Iteration 59Q (21279.820000 sec): 3 clusters
  Score: Raw -1505338.972476 + Penalty 3107.552897 = -1502231.419579
  nChanged 104
		SP:Iteration 60F (21280.080000 sec): 3 clusters
  Score: Raw -1505356.254493 + Penalty 3107.552897 = -1502248.701596
  nChanged 101
		SP:Iteration 61Q (21280.340000 sec): 3 clusters
  Score: Raw -1505375.738878 + Penalty 3107.552897 = -1502268.185981
  nChanged 106
		SP:Iteration 62Q (21280.580000 sec): 3 clusters
  Score: Raw -1505396.957980 + Penalty 3107.552897 = -1502289.405083
  nChanged 121
		SP:Iteration 63Q (21280.830000 sec): 3 clusters
  Score: Raw -1505421.469651 + Penalty 3107.552897 = -1502313.916754
  nChanged 125
		SP:Iteration 64Q (21281.080000 sec): 3 clusters
  Score: Raw -1505446.198248 + Penalty 3107.552897 = -1502338.645352
  nChanged 121
		SP:Iteration 65Q (21281.280000 sec): 3 clusters
  Score: Raw -1505469.628675 + Penalty 3107.552897 = -1502362.075779
  nChanged 99
		SP:Iteration 66Q (21281.550000 sec): 3 clusters
  Score: Raw -1505487.450642 + Penalty 3107.552897 = -1502379.897745
  nChanged 93
		SP:Iteration 67Q (21281.750000 sec): 3 clusters
  Score: Raw -1505504.490789 + Penalty 3107.552897 = -1502396.937892
  nChanged 84
		SP:Iteration 68Q (21281.980000 sec): 3 clusters
  Score: Raw -1505520.174980 + Penalty 3107.552897 = -1502412.622083
  nChanged 88
		SP:Iteration 69Q (21282.210000 sec): 3 clusters
  Score: Raw -1505536.212244 + Penalty 3107.552897 = -1502428.659347
  nChanged 82
		SP:Iteration 70Q (21282.450000 sec): 3 clusters
  Score: Raw -1505552.926747 + Penalty 3107.552897 = -1502445.373850
  nChanged 70
		SP:Iteration 71Q (21282.650000 sec): 3 clusters
  Score: Raw -1505566.014233 + Penalty 3107.552897 = -1502458.461336
  nChanged 72
		SP:Iteration 72Q (21282.920000 sec): 3 clusters
  Score: Raw -1505579.767379 + Penalty 3107.552897 = -1502472.214483
  nChanged 67
		SP:Iteration 73Q (21283.130000 sec): 3 clusters
  Score: Raw -1505593.949793 + Penalty 3107.552897 = -1502486.396897
  nChanged 92
		SP:Iteration 74Q (21283.390000 sec): 3 clusters
  Score: Raw -1505615.640592 + Penalty 3107.552897 = -1502508.087695
  nChanged 80
		SP:Iteration 75Q (21283.650000 sec): 3 clusters
  Score: Raw -1505630.962705 + Penalty 3107.552897 = -1502523.409808
  nChanged 80
		SP:Iteration 76Q (21283.930000 sec): 3 clusters
  Score: Raw -1505645.076034 + Penalty 3107.552897 = -1502537.523137
  nChanged 67
		SP:Iteration 77Q (21284.130000 sec): 3 clusters
  Score: Raw -1505657.091759 + Penalty 3107.552897 = -1502549.538862
  nChanged 63
		SP:Iteration 78Q (21284.370000 sec): 3 clusters
  Score: Raw -1505667.293200 + Penalty 3107.552897 = -1502559.740303
  nChanged 40
		SP:Iteration 79Q (21284.630000 sec): 3 clusters
  Score: Raw -1505674.479217 + Penalty 3107.552897 = -1502566.926321
  nChanged 40
		SP:Iteration 80F (21284.870000 sec): 3 clusters
  Score: Raw -1505682.683121 + Penalty 3107.552897 = -1502575.130224
  nChanged 46
		SP:Iteration 81Q (21285.100000 sec): 3 clusters
  Score: Raw -1505690.330424 + Penalty 3107.552897 = -1502582.777527
  nChanged 41
		SP:Iteration 82Q (21285.350000 sec): 3 clusters
  Score: Raw -1505696.580108 + Penalty 3107.552897 = -1502589.027211
  nChanged 29
		SP:Iteration 83Q (21285.600000 sec): 3 clusters
  Score: Raw -1505700.880020 + Penalty 3107.552897 = -1502593.327123
  nChanged 21
		SP:Iteration 84Q (21285.850000 sec): 3 clusters
  Score: Raw -1505704.938266 + Penalty 3107.552897 = -1502597.385370
  nChanged 24
		SP:Iteration 85Q (21286.060000 sec): 3 clusters
  Score: Raw -1505708.648502 + Penalty 3107.552897 = -1502601.095606
  nChanged 23
		SP:Iteration 86Q (21286.290000 sec): 3 clusters
  Score: Raw -1505711.370623 + Penalty 3107.552897 = -1502603.817726
  nChanged 12
		SP:Iteration 87Q (21286.540000 sec): 3 clusters
  Score: Raw -1505713.717120 + Penalty 3107.552897 = -1502606.164223
  nChanged 15
		SP:Iteration 88Q (21286.740000 sec): 3 clusters
  Score: Raw -1505715.978854 + Penalty 3107.552897 = -1502608.425957
  nChanged 12
		SP:Iteration 89Q (21286.980000 sec): 3 clusters
  Score: Raw -1505718.231120 + Penalty 3107.552897 = -1502610.678223
  nChanged 19
		SP:Iteration 90Q (21287.260000 sec): 3 clusters
  Score: Raw -1505721.413992 + Penalty 3107.552897 = -1502613.861095
  nChanged 21
		SP:Iteration 91Q (21287.460000 sec): 3 clusters
  Score: Raw -1505724.143339 + Penalty 3107.552897 = -1502616.590442
  nChanged 18
		SP:Iteration 92Q (21287.720000 sec): 3 clusters
  Score: Raw -1505725.893350 + Penalty 3107.552897 = -1502618.340453
  nChanged 11
		SP:Iteration 93Q (21287.950000 sec): 3 clusters
  Score: Raw -1505727.220584 + Penalty 3107.552897 = -1502619.667687
  nChanged 8
		SP:Iteration 94Q (21288.180000 sec): 3 clusters
  Score: Raw -1505728.487692 + Penalty 3107.552897 = -1502620.934795
  nChanged 10
		SP:Iteration 95Q (21288.400000 sec): 3 clusters
  Score: Raw -1505729.863152 + Penalty 3107.552897 = -1502622.310255
  nChanged 12
		SP:Iteration 96Q (21288.640000 sec): 3 clusters
  Score: Raw -1505732.432067 + Penalty 3107.552897 = -1502624.879170
  nChanged 19
		SP:Iteration 97Q (21288.880000 sec): 3 clusters
  Score: Raw -1505735.457512 + Penalty 3107.552897 = -1502627.904616
  nChanged 14
		SP:Iteration 98Q (21289.190000 sec): 3 clusters
  Score: Raw -1505738.287848 + Penalty 3107.552897 = -1502630.734951
  nChanged 18
		SP:Iteration 99Q (21289.380000 sec): 3 clusters
  Score: Raw -1505741.007544 + Penalty 3107.552897 = -1502633.454648
  nChanged 19
		SP:Iteration 100F (21289.630000 sec): 3 clusters
  Score: Raw -1505744.654441 + Penalty 3107.552897 = -1502637.101544
  nChanged 16
		SP:Iteration 101Q (21289.920000 sec): 3 clusters
  Score: Raw -1505747.279526 + Penalty 3107.552897 = -1502639.726629
  nChanged 15
		SP:Iteration 102Q (21290.140000 sec): 3 clusters
  Score: Raw -1505749.457928 + Penalty 3107.552897 = -1502641.905031
  nChanged 10
		SP:Iteration 103Q (21290.350000 sec): 3 clusters
  Score: Raw -1505750.888587 + Penalty 3107.552897 = -1502643.335690
  nChanged 12
		SP:Iteration 104Q (21290.580000 sec): 3 clusters
  Score: Raw -1505752.450437 + Penalty 3107.552897 = -1502644.897540
  nChanged 14
		SP:Iteration 105Q (21290.820000 sec): 3 clusters
  Score: Raw -1505754.138688 + Penalty 3107.552897 = -1502646.585791
  nChanged 9
		SP:Iteration 106Q (21291.100000 sec): 3 clusters
  Score: Raw -1505755.212592 + Penalty 3107.552897 = -1502647.659695
  nChanged 11
		SP:Iteration 107Q (21291.350000 sec): 3 clusters
  Score: Raw -1505757.641513 + Penalty 3107.552897 = -1502650.088616
  nChanged 15
		SP:Iteration 108Q (21291.570000 sec): 3 clusters
  Score: Raw -1505760.372735 + Penalty 3107.552897 = -1502652.819838
  nChanged 18
		SP:Iteration 109Q (21291.790000 sec): 3 clusters
  Score: Raw -1505763.510571 + Penalty 3107.552897 = -1502655.957674
  nChanged 21
		SP:Iteration 110Q (21292.050000 sec): 3 clusters
  Score: Raw -1505766.990460 + Penalty 3107.552897 = -1502659.437563
  nChanged 26
		SP:Iteration 111Q (21292.240000 sec): 3 clusters
  Score: Raw -1505770.771162 + Penalty 3107.552897 = -1502663.218265
  nChanged 23
		SP:Iteration 112Q (21292.490000 sec): 3 clusters
  Score: Raw -1505774.187531 + Penalty 3107.552897 = -1502666.634635
  nChanged 22
		SP:Iteration 113Q (21292.760000 sec): 3 clusters
  Score: Raw -1505777.517610 + Penalty 3107.552897 = -1502669.964713
  nChanged 19
		SP:Iteration 114Q (21293.000000 sec): 3 clusters
  Score: Raw -1505780.073982 + Penalty 3107.552897 = -1502672.521085
  nChanged 14
		SP:Iteration 115Q (21293.250000 sec): 3 clusters
  Score: Raw -1505782.500097 + Penalty 3107.552897 = -1502674.947200
  nChanged 20
		SP:Iteration 116Q (21293.460000 sec): 3 clusters
  Score: Raw -1505785.287961 + Penalty 3107.552897 = -1502677.735065
  nChanged 16
		SP:Iteration 117Q (21293.700000 sec): 3 clusters
  Score: Raw -1505788.092424 + Penalty 3107.552897 = -1502680.539527
  nChanged 16
		SP:Iteration 118Q (21293.950000 sec): 3 clusters
  Score: Raw -1505790.371247 + Penalty 3107.552897 = -1502682.818351
  nChanged 11
		SP:Iteration 119Q (21294.170000 sec): 3 clusters
  Score: Raw -1505791.988967 + Penalty 3107.552897 = -1502684.436070
  nChanged 10
		SP:Iteration 120F (21294.400000 sec): 3 clusters
  Score: Raw -1505793.487812 + Penalty 3107.552897 = -1502685.934915
  nChanged 8
		SP:Iteration 121Q (21294.640000 sec): 3 clusters
  Score: Raw -1505794.816163 + Penalty 3107.552897 = -1502687.263266
  nChanged 11
		SP:Iteration 122Q (21294.850000 sec): 3 clusters
  Score: Raw -1505796.836457 + Penalty 3107.552897 = -1502689.283560
  nChanged 7
		SP:Iteration 123Q (21295.100000 sec): 3 clusters
  Score: Raw -1505798.222947 + Penalty 3107.552897 = -1502690.670050
  nChanged 7
		SP:Iteration 124Q (21295.320000 sec): 3 clusters
  Score: Raw -1505799.510836 + Penalty 3107.552897 = -1502691.957939
  nChanged 11
		SP:Iteration 125Q (21295.600000 sec): 3 clusters
  Score: Raw -1505801.646070 + Penalty 3107.552897 = -1502694.093173
  nChanged 12
		SP:Iteration 126Q (21295.780000 sec): 3 clusters
  Score: Raw -1505803.413317 + Penalty 3107.552897 = -1502695.860421
  nChanged 8
		SP:Iteration 127Q (21296.090000 sec): 3 clusters
  Score: Raw -1505804.531639 + Penalty 3107.552897 = -1502696.978742
  nChanged 8
		SP:Iteration 128Q (21296.280000 sec): 3 clusters
  Score: Raw -1505805.913233 + Penalty 3107.552897 = -1502698.360336
  nChanged 11
		SP:Iteration 129Q (21296.510000 sec): 3 clusters
  Score: Raw -1505808.558432 + Penalty 3107.552897 = -1502701.005535
  nChanged 13
		SP:Iteration 130Q (21296.750000 sec): 3 clusters
  Score: Raw -1505810.927641 + Penalty 3107.552897 = -1502703.374744
  nChanged 12
		SP:Iteration 131Q (21297.000000 sec): 3 clusters
  Score: Raw -1505812.336687 + Penalty 3107.552897 = -1502704.783790
  nChanged 12
		SP:Iteration 132Q (21297.250000 sec): 3 clusters
  Score: Raw -1505813.992179 + Penalty 3107.552897 = -1502706.439282
  nChanged 9
		SP:Iteration 133Q (21297.460000 sec): 3 clusters
  Score: Raw -1505815.900686 + Penalty 3107.552897 = -1502708.347789
  nChanged 9
		SP:Iteration 134Q (21297.710000 sec): 3 clusters
  Score: Raw -1505817.794070 + Penalty 3107.552897 = -1502710.241173
  nChanged 8
		SP:Iteration 135Q (21297.960000 sec): 3 clusters
  Score: Raw -1505818.992378 + Penalty 3107.552897 = -1502711.439481
  nChanged 7
		SP:Iteration 136Q (21298.170000 sec): 3 clusters
  Score: Raw -1505820.390087 + Penalty 3107.552897 = -1502712.837190
  nChanged 13
		SP:Iteration 137Q (21298.430000 sec): 3 clusters
  Score: Raw -1505823.021873 + Penalty 3107.552897 = -1502715.468976
  nChanged 14
		SP:Iteration 138Q (21298.670000 sec): 3 clusters
  Score: Raw -1505825.250361 + Penalty 3107.552897 = -1502717.697464
  nChanged 11
		SP:Iteration 139Q (21298.870000 sec): 3 clusters
  Score: Raw -1505826.841421 + Penalty 3107.552897 = -1502719.288524
  nChanged 12
		SP:Iteration 140F (21299.120000 sec): 3 clusters
  Score: Raw -1505828.717017 + Penalty 3107.552897 = -1502721.164120
  nChanged 10
		SP:Iteration 141Q (21299.300000 sec): 3 clusters
  Score: Raw -1505830.449780 + Penalty 3107.552897 = -1502722.896884
  nChanged 4
		SP:Iteration 142Q (21299.520000 sec): 3 clusters
  Score: Raw -1505830.871269 + Penalty 3107.552897 = -1502723.318373
  nChanged 4
		SP:Iteration 143Q (21299.720000 sec): 3 clusters
  Score: Raw -1505831.379387 + Penalty 3107.552897 = -1502723.826490
  nChanged 2
		SP:Iteration 144Q (21299.940000 sec): 3 clusters
  Score: Raw -1505831.627479 + Penalty 3107.552897 = -1502724.074583
  nChanged 3
		SP:Iteration 145Q (21300.180000 sec): 3 clusters
  Score: Raw -1505832.061641 + Penalty 3107.552897 = -1502724.508744
  nChanged 5
		SP:Iteration 146Q (21300.450000 sec): 3 clusters
  Score: Raw -1505833.225204 + Penalty 3107.552897 = -1502725.672307
  nChanged 5
		SP:Iteration 147Q (21300.680000 sec): 3 clusters
  Score: Raw -1505834.054797 + Penalty 3107.552897 = -1502726.501900
  nChanged 8
		SP:Iteration 148Q (21300.890000 sec): 3 clusters
  Score: Raw -1505835.147139 + Penalty 3107.552897 = -1502727.594242
  nChanged 5
		SP:Iteration 149Q (21301.130000 sec): 3 clusters
  Score: Raw -1505835.780498 + Penalty 3107.552897 = -1502728.227602
  nChanged 5
		SP:Iteration 150Q (21301.380000 sec): 3 clusters
  Score: Raw -1505836.691872 + Penalty 3107.552897 = -1502729.138975
  nChanged 5
		SP:Iteration 151Q (21301.600000 sec): 3 clusters
  Score: Raw -1505837.291999 + Penalty 3107.552897 = -1502729.739102
  nChanged 2
		SP:Iteration 152Q (21301.900000 sec): 3 clusters
  Score: Raw -1505837.538801 + Penalty 3107.552897 = -1502729.985904
  nChanged 3
		SP:Iteration 153Q (21302.100000 sec): 3 clusters
  Score: Raw -1505838.100158 + Penalty 3107.552897 = -1502730.547261
  nChanged 2
		SP:Iteration 154Q (21302.300000 sec): 3 clusters
  Score: Raw -1505838.303156 + Penalty 3107.552897 = -1502730.750259
  nChanged 2
		SP:Iteration 155Q (21302.520000 sec): 3 clusters
  Score: Raw -1505838.587414 + Penalty 3107.552897 = -1502731.034517
  nChanged 1
		SP:Iteration 156Q (21302.730000 sec): 3 clusters
  Score: Raw -1505838.739116 + Penalty 3107.552897 = -1502731.186219
  nChanged 1
		SP:Iteration 157Q (21302.960000 sec): 3 clusters
  Score: Raw -1505838.824759 + Penalty 3107.552897 = -1502731.271862
  nChanged 1
		SP:Iteration 158Q (21303.170000 sec): 3 clusters
  Score: Raw -1505838.895303 + Penalty 3107.552897 = -1502731.342406
  nChanged 1
		SP:Iteration 159Q (21303.420000 sec): 3 clusters
  Score: Raw -1505838.987256 + Penalty 3107.552897 = -1502731.434359
  nChanged 2
		SP:Iteration 160F (21303.640000 sec): 3 clusters
  Score: Raw -1505839.250280 + Penalty 3107.552897 = -1502731.697383
  nChanged 3
		SP:Iteration 161Q (21303.900000 sec): 3 clusters
  Score: Raw -1505839.696727 + Penalty 3107.552897 = -1502732.143831
  nChanged 4
		SP:Iteration 162Q (21304.090000 sec): 3 clusters
  Score: Raw -1505840.090212 + Penalty 3107.552897 = -1502732.537315
  nChanged 3
		SP:Iteration 163Q (21304.290000 sec): 3 clusters
  Score: Raw -1505840.461117 + Penalty 3107.552897 = -1502732.908221
  nChanged 1
		SP:Iteration 164Q (21304.540000 sec): 3 clusters
  Score: Raw -1505840.758688 + Penalty 3107.552897 = -1502733.205791
  nChanged 0
		SP:Iteration 165F (21304.760000 sec): 3 clusters
  Score: Raw -1505840.758688 + Penalty 3107.552897 = -1502733.205791
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21304.960000 sec): 2 clusters
  Score: Raw -2489614.767069 + Penalty 1638.523645 = -2487976.243424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21305.250000 sec): 3 clusters
  Score: Raw -2475045.902044 + Penalty 3277.047291 = -2471768.854753
  nChanged 10852
		SP:Iteration 1F (21305.570000 sec): 3 clusters
  Score: Raw -2481328.980693 + Penalty 3277.047291 = -2478051.933402
  nChanged 1247
		SP:Iteration 2F (21305.830000 sec): 3 clusters
  Score: Raw -2481845.240190 + Penalty 3277.047291 = -2478568.192899
  nChanged 1254
		SP:Iteration 3F (21306.110000 sec): 3 clusters
  Score: Raw -2482480.342910 + Penalty 3277.047291 = -2479203.295619
  nChanged 1457
		SP:Iteration 4F (21306.420000 sec): 3 clusters
  Score: Raw -2483331.602865 + Penalty 3277.047291 = -2480054.555575
  nChanged 1591
		SP:Iteration 5F (21306.710000 sec): 3 clusters
  Score: Raw -2484437.104715 + Penalty 3277.047291 = -2481160.057424
  nChanged 1614
		SP:Iteration 6F (21307.030000 sec): 3 clusters
  Score: Raw -2485630.896212 + Penalty 3277.047291 = -2482353.848922
  nChanged 1466
		SP:Iteration 7F (21307.340000 sec): 3 clusters
  Score: Raw -2486800.525600 + Penalty 3277.047291 = -2483523.478309
  nChanged 1186
		SP:Iteration 8Q (21307.620000 sec): 3 clusters
  Score: Raw -2487730.114522 + Penalty 3277.047291 = -2484453.067231
  nChanged 860
		SP:Iteration 9Q (21307.860000 sec): 3 clusters
  Score: Raw -2488378.661473 + Penalty 3277.047291 = -2485101.614182
  nChanged 602
		SP:Iteration 10Q (21308.110000 sec): 3 clusters
  Score: Raw -2488811.625682 + Penalty 3277.047291 = -2485534.578391
  nChanged 456
		SP:Iteration 11Q (21308.430000 sec): 3 clusters
  Score: Raw -2489146.446051 + Penalty 3277.047291 = -2485869.398760
  nChanged 319
		SP:Iteration 12Q (21308.720000 sec): 3 clusters
  Score: Raw -2489373.065313 + Penalty 3277.047291 = -2486096.018022
  nChanged 213
		SP:Iteration 13Q (21308.980000 sec): 3 clusters
  Score: Raw -2489509.165885 + Penalty 3277.047291 = -2486232.118594
  nChanged 141
		SP:Iteration 14Q (21309.280000 sec): 3 clusters
  Score: Raw -2489601.638153 + Penalty 3277.047291 = -2486324.590862
  nChanged 114
		SP:Iteration 15Q (21309.540000 sec): 3 clusters
  Score: Raw -2489680.457707 + Penalty 3277.047291 = -2486403.410416
  nChanged 73
		SP:Iteration 16Q (21309.770000 sec): 3 clusters
  Score: Raw -2489731.733225 + Penalty 3277.047291 = -2486454.685934
  nChanged 56
		SP:Iteration 17Q (21310.050000 sec): 3 clusters
  Score: Raw -2489772.686388 + Penalty 3277.047291 = -2486495.639097
  nChanged 52
		SP:Iteration 18Q (21310.300000 sec): 3 clusters
  Score: Raw -2489806.331813 + Penalty 3277.047291 = -2486529.284522
  nChanged 34
		SP:Iteration 19Q (21310.590000 sec): 3 clusters
  Score: Raw -2489829.486411 + Penalty 3277.047291 = -2486552.439120
  nChanged 26
		SP:Iteration 20F (21310.900000 sec): 3 clusters
  Score: Raw -2489843.881520 + Penalty 3277.047291 = -2486566.834230
  nChanged 20
		SP:Iteration 21Q (21311.200000 sec): 3 clusters
  Score: Raw -2489863.507554 + Penalty 3277.047291 = -2486586.460263
  nChanged 27
		SP:Iteration 22Q (21311.450000 sec): 3 clusters
  Score: Raw -2489886.859271 + Penalty 3277.047291 = -2486609.811981
  nChanged 21
		SP:Iteration 23Q (21311.730000 sec): 3 clusters
  Score: Raw -2489902.398640 + Penalty 3277.047291 = -2486625.351349
  nChanged 18
		SP:Iteration 24Q (21311.980000 sec): 3 clusters
  Score: Raw -2489913.533326 + Penalty 3277.047291 = -2486636.486035
  nChanged 12
		SP:Iteration 25Q (21312.310000 sec): 3 clusters
  Score: Raw -2489922.924020 + Penalty 3277.047291 = -2486645.876729
  nChanged 8
		SP:Iteration 26Q (21312.570000 sec): 3 clusters
  Score: Raw -2489928.835243 + Penalty 3277.047291 = -2486651.787952
  nChanged 3
		SP:Iteration 27Q (21312.830000 sec): 3 clusters
  Score: Raw -2489930.965198 + Penalty 3277.047291 = -2486653.917907
  nChanged 0
		SP:Iteration 28F (21313.100000 sec): 3 clusters
  Score: Raw -2489930.965198 + Penalty 3277.047291 = -2486653.917907
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4616 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21313.240000 sec): 2 clusters
  Score: Raw -441931.284427 + Penalty 1371.058619 = -440560.225809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21313.470000 sec): 3 clusters
  Score: Raw -439584.055155 + Penalty 2742.117238 = -436841.937917
  nChanged 1847
		SP:Iteration 1F (21313.630000 sec): 3 clusters
  Score: Raw -440818.033062 + Penalty 2742.117238 = -438075.915825
  nChanged 409
		SP:Iteration 2F (21313.810000 sec): 3 clusters
  Score: Raw -441113.359124 + Penalty 2742.117238 = -438371.241886
  nChanged 292
		SP:Iteration 3F (21313.990000 sec): 3 clusters
  Score: Raw -441286.178604 + Penalty 2742.117238 = -438544.061366
  nChanged 227
		SP:Iteration 4Q (21314.210000 sec): 3 clusters
  Score: Raw -441434.079637 + Penalty 2742.117238 = -438691.962400
  nChanged 184
		SP:Iteration 5Q (21314.440000 sec): 3 clusters
  Score: Raw -441536.352966 + Penalty 2742.117238 = -438794.235729
  nChanged 131
		SP:Iteration 6Q (21314.630000 sec): 3 clusters
  Score: Raw -441602.052049 + Penalty 2742.117238 = -438859.934811
  nChanged 131
		SP:Iteration 7Q (21314.890000 sec): 3 clusters
  Score: Raw -441673.742349 + Penalty 2742.117238 = -438931.625111
  nChanged 126
		SP:Iteration 8Q (21315.090000 sec): 3 clusters
  Score: Raw -441738.156333 + Penalty 2742.117238 = -438996.039096
  nChanged 113
		SP:Iteration 9Q (21315.280000 sec): 3 clusters
  Score: Raw -441804.757732 + Penalty 2742.117238 = -439062.640495
  nChanged 121
		SP:Iteration 10Q (21315.490000 sec): 3 clusters
  Score: Raw -441871.113619 + Penalty 2742.117238 = -439128.996382
  nChanged 112
		SP:Iteration 11Q (21315.730000 sec): 3 clusters
  Score: Raw -441927.221131 + Penalty 2742.117238 = -439185.103893
  nChanged 80
		SP:Iteration 12Q (21315.930000 sec): 3 clusters
  Score: Raw -441973.502048 + Penalty 2742.117238 = -439231.384810
  nChanged 81
		SP:Iteration 13Q (21316.100000 sec): 3 clusters
  Score: Raw -442025.114396 + Penalty 2742.117238 = -439282.997158
  nChanged 70
		SP:Iteration 14Q (21316.300000 sec): 3 clusters
  Score: Raw -442068.062091 + Penalty 2742.117238 = -439325.944854
  nChanged 51
		SP:Iteration 15Q (21316.530000 sec): 3 clusters
  Score: Raw -442098.618242 + Penalty 2742.117238 = -439356.501004
  nChanged 46
		SP:Iteration 16Q (21316.700000 sec): 3 clusters
  Score: Raw -442123.258854 + Penalty 2742.117238 = -439381.141616
  nChanged 33
		SP:Iteration 17Q (21316.880000 sec): 3 clusters
  Score: Raw -442146.775811 + Penalty 2742.117238 = -439404.658573
  nChanged 34
		SP:Iteration 18Q (21317.070000 sec): 3 clusters
  Score: Raw -442171.853277 + Penalty 2742.117238 = -439429.736039
  nChanged 39
		SP:Iteration 19Q (21317.270000 sec): 3 clusters
  Score: Raw -442208.756245 + Penalty 2742.117238 = -439466.639007
  nChanged 28
		SP:Iteration 20F (21317.450000 sec): 3 clusters
  Score: Raw -442239.535754 + Penalty 2742.117238 = -439497.418517
  nChanged 48
		SP:Iteration 21Q (21317.620000 sec): 3 clusters
  Score: Raw -442286.368165 + Penalty 2742.117238 = -439544.250927
  nChanged 41
		SP:Iteration 22Q (21317.810000 sec): 3 clusters
  Score: Raw -442326.131410 + Penalty 2742.117238 = -439584.014173
  nChanged 52
		SP:Iteration 23Q (21318.020000 sec): 3 clusters
  Score: Raw -442352.484421 + Penalty 2742.117238 = -439610.367184
  nChanged 29
		SP:Iteration 24Q (21318.200000 sec): 3 clusters
  Score: Raw -442369.951853 + Penalty 2742.117238 = -439627.834615
  nChanged 24
		SP:Iteration 25Q (21318.420000 sec): 3 clusters
  Score: Raw -442389.230608 + Penalty 2742.117238 = -439647.113371
  nChanged 19
		SP:Iteration 26Q (21318.620000 sec): 3 clusters
  Score: Raw -442405.175085 + Penalty 2742.117238 = -439663.057847
  nChanged 20
		SP:Iteration 27Q (21318.820000 sec): 3 clusters
  Score: Raw -442420.358926 + Penalty 2742.117238 = -439678.241689
  nChanged 19
		SP:Iteration 28Q (21319.040000 sec): 3 clusters
  Score: Raw -442431.781901 + Penalty 2742.117238 = -439689.664663
  nChanged 12
		SP:Iteration 29Q (21319.220000 sec): 3 clusters
  Score: Raw -442438.036448 + Penalty 2742.117238 = -439695.919211
  nChanged 13
		SP:Iteration 30Q (21319.420000 sec): 3 clusters
  Score: Raw -442446.552730 + Penalty 2742.117238 = -439704.435492
  nChanged 17
		SP:Iteration 31Q (21319.660000 sec): 3 clusters
  Score: Raw -442453.268018 + Penalty 2742.117238 = -439711.150781
  nChanged 12
		SP:Iteration 32Q (21319.860000 sec): 3 clusters
  Score: Raw -442457.528610 + Penalty 2742.117238 = -439715.411372
  nChanged 3
		SP:Iteration 33Q (21320.060000 sec): 3 clusters
  Score: Raw -442458.914162 + Penalty 2742.117238 = -439716.796925
  nChanged 0
		SP:Iteration 34F (21320.270000 sec): 3 clusters
  Score: Raw -442458.914162 + Penalty 2742.117238 = -439716.796925
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21320.480000 sec): 2 clusters
  Score: Raw -2164526.983014 + Penalty 1613.146857 = -2162913.836156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21320.700000 sec): 3 clusters
  Score: Raw -2152256.738717 + Penalty 3226.293715 = -2149030.445003
  nChanged 9373
		SP:Iteration 1F (21320.950000 sec): 3 clusters
  Score: Raw -2157302.518680 + Penalty 3226.293715 = -2154076.224965
  nChanged 931
		SP:Iteration 2Q (21321.200000 sec): 3 clusters
  Score: Raw -2157595.189644 + Penalty 3226.293715 = -2154368.895929
  nChanged 843
		SP:Iteration 3Q (21321.480000 sec): 3 clusters
  Score: Raw -2157872.431242 + Penalty 3226.293715 = -2154646.137527
  nChanged 869
		SP:Iteration 4Q (21321.770000 sec): 3 clusters
  Score: Raw -2158184.567434 + Penalty 3226.293715 = -2154958.273720
  nChanged 898
		SP:Iteration 5Q (21322.050000 sec): 3 clusters
  Score: Raw -2158553.827213 + Penalty 3226.293715 = -2155327.533498
  nChanged 965
		SP:Iteration 6Q (21322.300000 sec): 3 clusters
  Score: Raw -2159025.468143 + Penalty 3226.293715 = -2155799.174428
  nChanged 1112
		SP:Iteration 7F (21322.550000 sec): 3 clusters
  Score: Raw -2159686.560982 + Penalty 3226.293715 = -2156460.267267
  nChanged 1288
		SP:Iteration 8F (21322.800000 sec): 3 clusters
  Score: Raw -2160593.218317 + Penalty 3226.293715 = -2157366.924603
  nChanged 1348
		SP:Iteration 9F (21323.090000 sec): 3 clusters
  Score: Raw -2161689.324921 + Penalty 3226.293715 = -2158463.031206
  nChanged 1164
		SP:Iteration 10F (21323.340000 sec): 3 clusters
  Score: Raw -2162695.589161 + Penalty 3226.293715 = -2159469.295446
  nChanged 897
		SP:Iteration 11Q (21323.560000 sec): 3 clusters
  Score: Raw -2163525.954925 + Penalty 3226.293715 = -2160299.661210
  nChanged 582
		SP:Iteration 12Q (21323.840000 sec): 3 clusters
  Score: Raw -2164085.968429 + Penalty 3226.293715 = -2160859.674714
  nChanged 305
		SP:Iteration 13Q (21324.080000 sec): 3 clusters
  Score: Raw -2164385.032112 + Penalty 3226.293715 = -2161158.738397
  nChanged 165
		SP:Iteration 14Q (21324.340000 sec): 3 clusters
  Score: Raw -2164552.600015 + Penalty 3226.293715 = -2161326.306300
  nChanged 79
		SP:Iteration 15Q (21324.570000 sec): 3 clusters
  Score: Raw -2164643.759652 + Penalty 3226.293715 = -2161417.465937
  nChanged 45
		SP:Iteration 16Q (21324.820000 sec): 3 clusters
  Score: Raw -2164683.236351 + Penalty 3226.293715 = -2161456.942636
  nChanged 28
		SP:Iteration 17Q (21325.090000 sec): 3 clusters
  Score: Raw -2164714.265095 + Penalty 3226.293715 = -2161487.971380
  nChanged 19
		SP:Iteration 18Q (21325.340000 sec): 3 clusters
  Score: Raw -2164728.023024 + Penalty 3226.293715 = -2161501.729309
  nChanged 16
		SP:Iteration 19Q (21325.570000 sec): 3 clusters
  Score: Raw -2164739.230440 + Penalty 3226.293715 = -2161512.936725
  nChanged 7
		SP:Iteration 20F (21325.840000 sec): 3 clusters
  Score: Raw -2164747.674008 + Penalty 3226.293715 = -2161521.380294
  nChanged 7
		SP:Iteration 21Q (21326.040000 sec): 3 clusters
  Score: Raw -2164754.717254 + Penalty 3226.293715 = -2161528.423539
  nChanged 5
		SP:Iteration 22Q (21326.290000 sec): 3 clusters
  Score: Raw -2164758.825006 + Penalty 3226.293715 = -2161532.531292
  nChanged 4
		SP:Iteration 23Q (21326.530000 sec): 3 clusters
  Score: Raw -2164762.440177 + Penalty 3226.293715 = -2161536.146462
  nChanged 4
		SP:Iteration 24Q (21326.730000 sec): 3 clusters
  Score: Raw -2164767.013744 + Penalty 3226.293715 = -2161540.720029
  nChanged 4
		SP:Iteration 25Q (21327.000000 sec): 3 clusters
  Score: Raw -2164773.070140 + Penalty 3226.293715 = -2161546.776425
  nChanged 5
		SP:Iteration 26Q (21327.200000 sec): 3 clusters
  Score: Raw -2164778.156393 + Penalty 3226.293715 = -2161551.862678
  nChanged 7
		SP:Iteration 27Q (21327.420000 sec): 3 clusters
  Score: Raw -2164783.714085 + Penalty 3226.293715 = -2161557.420370
  nChanged 6
		SP:Iteration 28Q (21327.690000 sec): 3 clusters
  Score: Raw -2164788.837726 + Penalty 3226.293715 = -2161562.544011
  nChanged 2
		SP:Iteration 29Q (21327.920000 sec): 3 clusters
  Score: Raw -2164791.308792 + Penalty 3226.293715 = -2161565.015077
  nChanged 0
		SP:Iteration 30F (21328.190000 sec): 3 clusters
  Score: Raw -2164791.308792 + Penalty 3226.293715 = -2161565.015077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21328.710000 sec): 2 clusters
  Score: Raw -11005245.352752 + Penalty 1875.040402 = -11003370.312350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21329.350000 sec): 3 clusters
  Score: Raw -10938458.405029 + Penalty 3750.080803 = -10934708.324226
  nChanged 49149
		SP:Iteration 1F (21329.940000 sec): 3 clusters
  Score: Raw -10967223.589473 + Penalty 3750.080803 = -10963473.508670
  nChanged 4286
		SP:Iteration 2Q (21330.630000 sec): 3 clusters
  Score: Raw -10968810.090295 + Penalty 3750.080803 = -10965060.009491
  nChanged 5158
		SP:Iteration 3F (21331.240000 sec): 3 clusters
  Score: Raw -10971169.264904 + Penalty 3750.080803 = -10967419.184101
  nChanged 6176
		SP:Iteration 4F (21331.840000 sec): 3 clusters
  Score: Raw -10974430.828953 + Penalty 3750.080803 = -10970680.748150
  nChanged 6751
		SP:Iteration 5F (21332.440000 sec): 3 clusters
  Score: Raw -10978232.486040 + Penalty 3750.080803 = -10974482.405237
  nChanged 6673
		SP:Iteration 6F (21332.980000 sec): 3 clusters
  Score: Raw -10982014.192725 + Penalty 3750.080803 = -10978264.111922
  nChanged 5903
		SP:Iteration 7F (21333.510000 sec): 3 clusters
  Score: Raw -10985120.100109 + Penalty 3750.080803 = -10981370.019306
  nChanged 4835
		SP:Iteration 8Q (21334.230000 sec): 3 clusters
  Score: Raw -10987626.660598 + Penalty 3750.080803 = -10983876.579794
  nChanged 4098
		SP:Iteration 9Q (21334.870000 sec): 3 clusters
  Score: Raw -10989998.460599 + Penalty 3750.080803 = -10986248.379796
  nChanged 3657
		SP:Iteration 10Q (21335.510000 sec): 3 clusters
  Score: Raw -10992383.449510 + Penalty 3750.080803 = -10988633.368706
  nChanged 3267
		SP:Iteration 11Q (21336.170000 sec): 3 clusters
  Score: Raw -10994373.314760 + Penalty 3750.080803 = -10990623.233957
  nChanged 2700
		SP:Iteration 12Q (21336.840000 sec): 3 clusters
  Score: Raw -10995675.734654 + Penalty 3750.080803 = -10991925.653850
  nChanged 1914
		SP:Iteration 13Q (21337.450000 sec): 3 clusters
  Score: Raw -10996390.922000 + Penalty 3750.080803 = -10992640.841197
  nChanged 1537
		SP:Iteration 14Q (21338.160000 sec): 3 clusters
  Score: Raw -10996912.919923 + Penalty 3750.080803 = -10993162.839120
  nChanged 1415
		SP:Iteration 15Q (21338.850000 sec): 3 clusters
  Score: Raw -10997375.669386 + Penalty 3750.080803 = -10993625.588583
  nChanged 1366
		SP:Iteration 16Q (21339.510000 sec): 3 clusters
  Score: Raw -10997813.736449 + Penalty 3750.080803 = -10994063.655646
  nChanged 1341
		SP:Iteration 17Q (21340.170000 sec): 3 clusters
  Score: Raw -10998236.318703 + Penalty 3750.080803 = -10994486.237899
  nChanged 1262
		SP:Iteration 18Q (21340.810000 sec): 3 clusters
  Score: Raw -10998640.418021 + Penalty 3750.080803 = -10994890.337217
  nChanged 1298
		SP:Iteration 19Q (21341.430000 sec): 3 clusters
  Score: Raw -10999063.971919 + Penalty 3750.080803 = -10995313.891116
  nChanged 1324
		SP:Iteration 20F (21342.070000 sec): 3 clusters
  Score: Raw -10999518.425740 + Penalty 3750.080803 = -10995768.344937
  nChanged 1312
		SP:Iteration 21Q (21342.640000 sec): 3 clusters
  Score: Raw -10999997.742098 + Penalty 3750.080803 = -10996247.661294
  nChanged 1299
		SP:Iteration 22Q (21343.270000 sec): 3 clusters
  Score: Raw -11000487.597678 + Penalty 3750.080803 = -10996737.516874
  nChanged 1216
		SP:Iteration 23Q (21343.930000 sec): 3 clusters
  Score: Raw -11000956.829010 + Penalty 3750.080803 = -10997206.748207
  nChanged 1203
		SP:Iteration 24Q (21344.620000 sec): 3 clusters
  Score: Raw -11001441.293264 + Penalty 3750.080803 = -10997691.212461
  nChanged 1126
		SP:Iteration 25Q (21345.270000 sec): 3 clusters
  Score: Raw -11001904.882571 + Penalty 3750.080803 = -10998154.801768
  nChanged 1033
		SP:Iteration 26Q (21345.900000 sec): 3 clusters
  Score: Raw -11002328.981899 + Penalty 3750.080803 = -10998578.901096
  nChanged 950
		SP:Iteration 27Q (21346.540000 sec): 3 clusters
  Score: Raw -11002703.100638 + Penalty 3750.080803 = -10998953.019835
  nChanged 867
		SP:Iteration 28Q (21347.200000 sec): 3 clusters
  Score: Raw -11003039.319088 + Penalty 3750.080803 = -10999289.238285
  nChanged 820
		SP:Iteration 29Q (21347.800000 sec): 3 clusters
  Score: Raw -11003370.828518 + Penalty 3750.080803 = -10999620.747715
  nChanged 749
		SP:Iteration 30Q (21348.440000 sec): 3 clusters
  Score: Raw -11003664.695361 + Penalty 3750.080803 = -10999914.614558
  nChanged 662
		SP:Iteration 31Q (21348.970000 sec): 3 clusters
  Score: Raw -11003917.748770 + Penalty 3750.080803 = -11000167.667967
  nChanged 651
		SP:Iteration 32Q (21349.530000 sec): 3 clusters
  Score: Raw -11004179.494716 + Penalty 3750.080803 = -11000429.413913
  nChanged 603
		SP:Iteration 33Q (21350.100000 sec): 3 clusters
  Score: Raw -11004412.470239 + Penalty 3750.080803 = -11000662.389436
  nChanged 524
		SP:Iteration 34Q (21350.650000 sec): 3 clusters
  Score: Raw -11004610.026869 + Penalty 3750.080803 = -11000859.946066
  nChanged 524
		SP:Iteration 35Q (21351.260000 sec): 3 clusters
  Score: Raw -11004799.766078 + Penalty 3750.080803 = -11001049.685275
  nChanged 430
		SP:Iteration 36Q (21351.780000 sec): 3 clusters
  Score: Raw -11004941.520775 + Penalty 3750.080803 = -11001191.439972
  nChanged 373
		SP:Iteration 37Q (21352.370000 sec): 3 clusters
  Score: Raw -11005057.525001 + Penalty 3750.080803 = -11001307.444198
  nChanged 344
		SP:Iteration 38Q (21352.920000 sec): 3 clusters
  Score: Raw -11005156.041971 + Penalty 3750.080803 = -11001405.961168
  nChanged 314
		SP:Iteration 39Q (21353.540000 sec): 3 clusters
  Score: Raw -11005250.724989 + Penalty 3750.080803 = -11001500.644185
  nChanged 279
		SP:Iteration 40F (21354.110000 sec): 3 clusters
  Score: Raw -11005328.311993 + Penalty 3750.080803 = -11001578.231189
  nChanged 246
		SP:Iteration 41Q (21354.770000 sec): 3 clusters
  Score: Raw -11005395.462145 + Penalty 3750.080803 = -11001645.381342
  nChanged 214
		SP:Iteration 42Q (21355.420000 sec): 3 clusters
  Score: Raw -11005450.639054 + Penalty 3750.080803 = -11001700.558251
  nChanged 170
		SP:Iteration 43Q (21356.060000 sec): 3 clusters
  Score: Raw -11005490.817990 + Penalty 3750.080803 = -11001740.737186
  nChanged 138
		SP:Iteration 44Q (21356.780000 sec): 3 clusters
  Score: Raw -11005520.688247 + Penalty 3750.080803 = -11001770.607444
  nChanged 130
		SP:Iteration 45Q (21357.390000 sec): 3 clusters
  Score: Raw -11005547.920664 + Penalty 3750.080803 = -11001797.839861
  nChanged 100
		SP:Iteration 46Q (21357.960000 sec): 3 clusters
  Score: Raw -11005568.077503 + Penalty 3750.080803 = -11001817.996699
  nChanged 88
		SP:Iteration 47Q (21358.530000 sec): 3 clusters
  Score: Raw -11005585.455044 + Penalty 3750.080803 = -11001835.374240
  nChanged 92
		SP:Iteration 48Q (21359.110000 sec): 3 clusters
  Score: Raw -11005603.928150 + Penalty 3750.080803 = -11001853.847347
  nChanged 84
		SP:Iteration 49Q (21359.650000 sec): 3 clusters
  Score: Raw -11005622.849587 + Penalty 3750.080803 = -11001872.768784
  nChanged 78
		SP:Iteration 50Q (21360.270000 sec): 3 clusters
  Score: Raw -11005639.741168 + Penalty 3750.080803 = -11001889.660364
  nChanged 78
		SP:Iteration 51Q (21360.890000 sec): 3 clusters
  Score: Raw -11005657.628552 + Penalty 3750.080803 = -11001907.547748
  nChanged 87
		SP:Iteration 52Q (21361.500000 sec): 3 clusters
  Score: Raw -11005679.219401 + Penalty 3750.080803 = -11001929.138598
  nChanged 79
		SP:Iteration 53Q (21362.020000 sec): 3 clusters
  Score: Raw -11005697.580400 + Penalty 3750.080803 = -11001947.499597
  nChanged 69
		SP:Iteration 54Q (21362.590000 sec): 3 clusters
  Score: Raw -11005713.132749 + Penalty 3750.080803 = -11001963.051945
  nChanged 70
		SP:Iteration 55Q (21363.120000 sec): 3 clusters
  Score: Raw -11005727.707315 + Penalty 3750.080803 = -11001977.626512
  nChanged 57
		SP:Iteration 56Q (21363.690000 sec): 3 clusters
  Score: Raw -11005739.309619 + Penalty 3750.080803 = -11001989.228816
  nChanged 52
		SP:Iteration 57Q (21364.190000 sec): 3 clusters
  Score: Raw -11005749.576283 + Penalty 3750.080803 = -11001999.495479
  nChanged 39
		SP:Iteration 58Q (21364.800000 sec): 3 clusters
  Score: Raw -11005756.940042 + Penalty 3750.080803 = -11002006.859239
  nChanged 47
		SP:Iteration 59Q (21365.330000 sec): 3 clusters
  Score: Raw -11005766.217546 + Penalty 3750.080803 = -11002016.136743
  nChanged 39
		SP:Iteration 60F (21365.960000 sec): 3 clusters
  Score: Raw -11005773.946315 + Penalty 3750.080803 = -11002023.865511
  nChanged 32
		SP:Iteration 61Q (21366.560000 sec): 3 clusters
  Score: Raw -11005780.382183 + Penalty 3750.080803 = -11002030.301380
  nChanged 25
		SP:Iteration 62Q (21367.150000 sec): 3 clusters
  Score: Raw -11005784.346059 + Penalty 3750.080803 = -11002034.265255
  nChanged 24
		SP:Iteration 63Q (21367.720000 sec): 3 clusters
  Score: Raw -11005788.148569 + Penalty 3750.080803 = -11002038.067765
  nChanged 16
		SP:Iteration 64Q (21368.260000 sec): 3 clusters
  Score: Raw -11005790.357543 + Penalty 3750.080803 = -11002040.276740
  nChanged 15
		SP:Iteration 65Q (21368.820000 sec): 3 clusters
  Score: Raw -11005792.390712 + Penalty 3750.080803 = -11002042.309909
  nChanged 14
		SP:Iteration 66Q (21369.340000 sec): 3 clusters
  Score: Raw -11005794.597599 + Penalty 3750.080803 = -11002044.516795
  nChanged 16
		SP:Iteration 67Q (21369.950000 sec): 3 clusters
  Score: Raw -11005797.484352 + Penalty 3750.080803 = -11002047.403549
  nChanged 20
		SP:Iteration 68Q (21370.460000 sec): 3 clusters
  Score: Raw -11005801.270568 + Penalty 3750.080803 = -11002051.189764
  nChanged 17
		SP:Iteration 69Q (21370.970000 sec): 3 clusters
  Score: Raw -11005805.367049 + Penalty 3750.080803 = -11002055.286246
  nChanged 19
		SP:Iteration 70Q (21371.490000 sec): 3 clusters
  Score: Raw -11005809.735578 + Penalty 3750.080803 = -11002059.654775
  nChanged 20
		SP:Iteration 71Q (21372.030000 sec): 3 clusters
  Score: Raw -11005813.735206 + Penalty 3750.080803 = -11002063.654402
  nChanged 17
		SP:Iteration 72Q (21372.550000 sec): 3 clusters
  Score: Raw -11005816.122419 + Penalty 3750.080803 = -11002066.041616
  nChanged 16
		SP:Iteration 73Q (21373.090000 sec): 3 clusters
  Score: Raw -11005818.363279 + Penalty 3750.080803 = -11002068.282475
  nChanged 9
		SP:Iteration 74Q (21373.580000 sec): 3 clusters
  Score: Raw -11005819.423858 + Penalty 3750.080803 = -11002069.343055
  nChanged 5
		SP:Iteration 75Q (21374.080000 sec): 3 clusters
  Score: Raw -11005819.910365 + Penalty 3750.080803 = -11002069.829562
  nChanged 5
		SP:Iteration 76Q (21374.610000 sec): 3 clusters
  Score: Raw -11005820.637910 + Penalty 3750.080803 = -11002070.557107
  nChanged 6
		SP:Iteration 77Q (21375.170000 sec): 3 clusters
  Score: Raw -11005821.508080 + Penalty 3750.080803 = -11002071.427276
  nChanged 6
		SP:Iteration 78Q (21375.750000 sec): 3 clusters
  Score: Raw -11005822.328151 + Penalty 3750.080803 = -11002072.247347
  nChanged 6
		SP:Iteration 79Q (21376.300000 sec): 3 clusters
  Score: Raw -11005823.389200 + Penalty 3750.080803 = -11002073.308396
  nChanged 8
		SP:Iteration 80F (21376.920000 sec): 3 clusters
  Score: Raw -11005824.404082 + Penalty 3750.080803 = -11002074.323279
  nChanged 4
		SP:Iteration 81Q (21377.440000 sec): 3 clusters
  Score: Raw -11005825.086822 + Penalty 3750.080803 = -11002075.006019
  nChanged 6
		SP:Iteration 82Q (21378.000000 sec): 3 clusters
  Score: Raw -11005825.966172 + Penalty 3750.080803 = -11002075.885369
  nChanged 4
		SP:Iteration 83Q (21378.520000 sec): 3 clusters
  Score: Raw -11005826.518139 + Penalty 3750.080803 = -11002076.437335
  nChanged 5
		SP:Iteration 84Q (21379.100000 sec): 3 clusters
  Score: Raw -11005827.252932 + Penalty 3750.080803 = -11002077.172129
  nChanged 3
		SP:Iteration 85Q (21379.680000 sec): 3 clusters
  Score: Raw -11005827.538093 + Penalty 3750.080803 = -11002077.457289
  nChanged 2
		SP:Iteration 86Q (21380.200000 sec): 3 clusters
  Score: Raw -11005827.812560 + Penalty 3750.080803 = -11002077.731756
  nChanged 3
		SP:Iteration 87Q (21380.730000 sec): 3 clusters
  Score: Raw -11005828.196195 + Penalty 3750.080803 = -11002078.115391
  nChanged 9
		SP:Iteration 88Q (21381.310000 sec): 3 clusters
  Score: Raw -11005829.917865 + Penalty 3750.080803 = -11002079.837062
  nChanged 10
		SP:Iteration 89Q (21381.850000 sec): 3 clusters
  Score: Raw -11005831.783140 + Penalty 3750.080803 = -11002081.702336
  nChanged 6
		SP:Iteration 90Q (21382.370000 sec): 3 clusters
  Score: Raw -11005832.601609 + Penalty 3750.080803 = -11002082.520806
  nChanged 4
		SP:Iteration 91Q (21382.920000 sec): 3 clusters
  Score: Raw -11005833.079473 + Penalty 3750.080803 = -11002082.998670
  nChanged 4
		SP:Iteration 92Q (21383.500000 sec): 3 clusters
  Score: Raw -11005833.480139 + Penalty 3750.080803 = -11002083.399336
  nChanged 2
		SP:Iteration 93Q (21384.060000 sec): 3 clusters
  Score: Raw -11005833.933662 + Penalty 3750.080803 = -11002083.852858
  nChanged 1
		SP:Iteration 94Q (21384.640000 sec): 3 clusters
  Score: Raw -11005834.482379 + Penalty 3750.080803 = -11002084.401576
  nChanged 2
		SP:Iteration 95Q (21385.230000 sec): 3 clusters
  Score: Raw -11005834.903996 + Penalty 3750.080803 = -11002084.823193
  nChanged 4
		SP:Iteration 96Q (21385.780000 sec): 3 clusters
  Score: Raw -11005835.509049 + Penalty 3750.080803 = -11002085.428246
  nChanged 3
		SP:Iteration 97Q (21386.360000 sec): 3 clusters
  Score: Raw -11005835.998823 + Penalty 3750.080803 = -11002085.918020
  nChanged 2
		SP:Iteration 98Q (21386.910000 sec): 3 clusters
  Score: Raw -11005836.362603 + Penalty 3750.080803 = -11002086.281799
  nChanged 2
		SP:Iteration 99Q (21387.570000 sec): 3 clusters
  Score: Raw -11005836.689342 + Penalty 3750.080803 = -11002086.608538
  nChanged 5
		SP:Iteration 100F (21388.180000 sec): 3 clusters
  Score: Raw -11005837.558874 + Penalty 3750.080803 = -11002087.478071
  nChanged 7
		SP:Iteration 101Q (21388.880000 sec): 3 clusters
  Score: Raw -11005838.540407 + Penalty 3750.080803 = -11002088.459604
  nChanged 4
		SP:Iteration 102Q (21389.510000 sec): 3 clusters
  Score: Raw -11005839.365787 + Penalty 3750.080803 = -11002089.284984
  nChanged 6
		SP:Iteration 103Q (21390.140000 sec): 3 clusters
  Score: Raw -11005841.526401 + Penalty 3750.080803 = -11002091.445597
  nChanged 9
		SP:Iteration 104Q (21390.800000 sec): 3 clusters
  Score: Raw -11005843.347726 + Penalty 3750.080803 = -11002093.266922
  nChanged 10
		SP:Iteration 105Q (21391.450000 sec): 3 clusters
  Score: Raw -11005845.523070 + Penalty 3750.080803 = -11002095.442266
  nChanged 8
		SP:Iteration 106Q (21392.020000 sec): 3 clusters
  Score: Raw -11005847.330063 + Penalty 3750.080803 = -11002097.249260
  nChanged 9
		SP:Iteration 107Q (21392.630000 sec): 3 clusters
  Score: Raw -11005848.916296 + Penalty 3750.080803 = -11002098.835492
  nChanged 7
		SP:Iteration 108Q (21393.260000 sec): 3 clusters
  Score: Raw -11005850.023784 + Penalty 3750.080803 = -11002099.942980
  nChanged 11
		SP:Iteration 109Q (21393.910000 sec): 3 clusters
  Score: Raw -11005852.180313 + Penalty 3750.080803 = -11002102.099510
  nChanged 11
		SP:Iteration 110Q (21394.480000 sec): 3 clusters
  Score: Raw -11005854.455526 + Penalty 3750.080803 = -11002104.374723
  nChanged 10
		SP:Iteration 111Q (21395.060000 sec): 3 clusters
  Score: Raw -11005856.348391 + Penalty 3750.080803 = -11002106.267588
  nChanged 7
		SP:Iteration 112Q (21395.620000 sec): 3 clusters
  Score: Raw -11005857.719140 + Penalty 3750.080803 = -11002107.638337
  nChanged 10
		SP:Iteration 113Q (21396.200000 sec): 3 clusters
  Score: Raw -11005859.816047 + Penalty 3750.080803 = -11002109.735244
  nChanged 8
		SP:Iteration 114Q (21396.760000 sec): 3 clusters
  Score: Raw -11005861.096678 + Penalty 3750.080803 = -11002111.015875
  nChanged 4
		SP:Iteration 115Q (21397.350000 sec): 3 clusters
  Score: Raw -11005861.995857 + Penalty 3750.080803 = -11002111.915054
  nChanged 5
		SP:Iteration 116Q (21397.930000 sec): 3 clusters
  Score: Raw -11005862.967629 + Penalty 3750.080803 = -11002112.886826
  nChanged 4
		SP:Iteration 117Q (21398.560000 sec): 3 clusters
  Score: Raw -11005863.854451 + Penalty 3750.080803 = -11002113.773648
  nChanged 2
		SP:Iteration 118Q (21399.180000 sec): 3 clusters
  Score: Raw -11005864.383033 + Penalty 3750.080803 = -11002114.302230
  nChanged 5
		SP:Iteration 119Q (21399.800000 sec): 3 clusters
  Score: Raw -11005865.190335 + Penalty 3750.080803 = -11002115.109531
  nChanged 2
		SP:Iteration 120F (21400.390000 sec): 3 clusters
  Score: Raw -11005865.626435 + Penalty 3750.080803 = -11002115.545632
  nChanged 3
		SP:Iteration 121Q (21400.980000 sec): 3 clusters
  Score: Raw -11005865.940400 + Penalty 3750.080803 = -11002115.859597
  nChanged 0
		SP:Iteration 122F (21401.640000 sec): 3 clusters
  Score: Raw -11005865.940400 + Penalty 3750.080803 = -11002115.859597
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21401.810000 sec): 2 clusters
  Score: Raw -989722.595416 + Penalty 1488.618604 = -988233.976812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21402.070000 sec): 3 clusters
  Score: Raw -984322.876612 + Penalty 2977.237208 = -981345.639403
  nChanged 4137
		SP:Iteration 1F (21402.280000 sec): 3 clusters
  Score: Raw -986525.003426 + Penalty 2977.237208 = -983547.766218
  nChanged 531
		SP:Iteration 2F (21402.510000 sec): 3 clusters
  Score: Raw -986753.452117 + Penalty 2977.237208 = -983776.214908
  nChanged 483
		SP:Iteration 3F (21402.780000 sec): 3 clusters
  Score: Raw -986942.957850 + Penalty 2977.237208 = -983965.720642
  nChanged 413
		SP:Iteration 4Q (21402.980000 sec): 3 clusters
  Score: Raw -987102.716003 + Penalty 2977.237208 = -984125.478795
  nChanged 358
		SP:Iteration 5Q (21403.210000 sec): 3 clusters
  Score: Raw -987220.767269 + Penalty 2977.237208 = -984243.530061
  nChanged 312
		SP:Iteration 6Q (21403.460000 sec): 3 clusters
  Score: Raw -987319.515369 + Penalty 2977.237208 = -984342.278161
  nChanged 256
		SP:Iteration 7Q (21403.700000 sec): 3 clusters
  Score: Raw -987417.804116 + Penalty 2977.237208 = -984440.566907
  nChanged 301
		SP:Iteration 8Q (21403.970000 sec): 3 clusters
  Score: Raw -987528.651386 + Penalty 2977.237208 = -984551.414178
  nChanged 310
		SP:Iteration 9Q (21404.160000 sec): 3 clusters
  Score: Raw -987651.294172 + Penalty 2977.237208 = -984674.056964
  nChanged 347
		SP:Iteration 10Q (21404.380000 sec): 3 clusters
  Score: Raw -987817.022211 + Penalty 2977.237208 = -984839.785003
  nChanged 430
		SP:Iteration 11Q (21404.610000 sec): 3 clusters
  Score: Raw -988050.930169 + Penalty 2977.237208 = -985073.692961
  nChanged 461
		SP:Iteration 12Q (21404.820000 sec): 3 clusters
  Score: Raw -988304.521372 + Penalty 2977.237208 = -985327.284163
  nChanged 421
		SP:Iteration 13Q (21405.090000 sec): 3 clusters
  Score: Raw -988539.672169 + Penalty 2977.237208 = -985562.434961
  nChanged 405
		SP:Iteration 14Q (21405.320000 sec): 3 clusters
  Score: Raw -988776.382610 + Penalty 2977.237208 = -985799.145401
  nChanged 349
		SP:Iteration 15Q (21405.540000 sec): 3 clusters
  Score: Raw -988975.948778 + Penalty 2977.237208 = -985998.711569
  nChanged 311
		SP:Iteration 16Q (21405.800000 sec): 3 clusters
  Score: Raw -989167.424179 + Penalty 2977.237208 = -986190.186971
  nChanged 262
		SP:Iteration 17Q (21406.090000 sec): 3 clusters
  Score: Raw -989328.990453 + Penalty 2977.237208 = -986351.753245
  nChanged 192
		SP:Iteration 18Q (21406.280000 sec): 3 clusters
  Score: Raw -989440.802727 + Penalty 2977.237208 = -986463.565518
  nChanged 151
		SP:Iteration 19Q (21406.520000 sec): 3 clusters
  Score: Raw -989539.198371 + Penalty 2977.237208 = -986561.961162
  nChanged 125
		SP:Iteration 20F (21406.730000 sec): 3 clusters
  Score: Raw -989621.026106 + Penalty 2977.237208 = -986643.788898
  nChanged 91
		SP:Iteration 21Q (21406.980000 sec): 3 clusters
  Score: Raw -989678.593099 + Penalty 2977.237208 = -986701.355891
  nChanged 72
		SP:Iteration 22Q (21407.190000 sec): 3 clusters
  Score: Raw -989722.357042 + Penalty 2977.237208 = -986745.119834
  nChanged 54
		SP:Iteration 23Q (21407.440000 sec): 3 clusters
  Score: Raw -989763.686336 + Penalty 2977.237208 = -986786.449127
  nChanged 39
		SP:Iteration 24Q (21407.640000 sec): 3 clusters
  Score: Raw -989789.679116 + Penalty 2977.237208 = -986812.441908
  nChanged 36
		SP:Iteration 25Q (21407.830000 sec): 3 clusters
  Score: Raw -989816.350840 + Penalty 2977.237208 = -986839.113632
  nChanged 34
		SP:Iteration 26Q (21408.030000 sec): 3 clusters
  Score: Raw -989839.815670 + Penalty 2977.237208 = -986862.578462
  nChanged 24
		SP:Iteration 27Q (21408.270000 sec): 3 clusters
  Score: Raw -989856.091724 + Penalty 2977.237208 = -986878.854516
  nChanged 16
		SP:Iteration 28Q (21408.470000 sec): 3 clusters
  Score: Raw -989868.038270 + Penalty 2977.237208 = -986890.801062
  nChanged 16
		SP:Iteration 29Q (21408.650000 sec): 3 clusters
  Score: Raw -989879.826716 + Penalty 2977.237208 = -986902.589508
  nChanged 14
		SP:Iteration 30Q (21408.930000 sec): 3 clusters
  Score: Raw -989890.114699 + Penalty 2977.237208 = -986912.877491
  nChanged 10
		SP:Iteration 31Q (21409.130000 sec): 3 clusters
  Score: Raw -989898.716398 + Penalty 2977.237208 = -986921.479190
  nChanged 10
		SP:Iteration 32Q (21409.430000 sec): 3 clusters
  Score: Raw -989905.821228 + Penalty 2977.237208 = -986928.584020
  nChanged 9
		SP:Iteration 33Q (21409.650000 sec): 3 clusters
  Score: Raw -989911.619410 + Penalty 2977.237208 = -986934.382202
  nChanged 6
		SP:Iteration 34Q (21409.860000 sec): 3 clusters
  Score: Raw -989916.946918 + Penalty 2977.237208 = -986939.709710
  nChanged 6
		SP:Iteration 35Q (21410.110000 sec): 3 clusters
  Score: Raw -989920.998843 + Penalty 2977.237208 = -986943.761635
  nChanged 4
		SP:Iteration 36Q (21410.350000 sec): 3 clusters
  Score: Raw -989924.069876 + Penalty 2977.237208 = -986946.832668
  nChanged 4
		SP:Iteration 37Q (21410.580000 sec): 3 clusters
  Score: Raw -989926.115853 + Penalty 2977.237208 = -986948.878644
  nChanged 1
		SP:Iteration 38Q (21410.830000 sec): 3 clusters
  Score: Raw -989926.930968 + Penalty 2977.237208 = -986949.693760
  nChanged 0
		SP:Iteration 39F (21411.110000 sec): 3 clusters
  Score: Raw -989926.930968 + Penalty 2977.237208 = -986949.693760
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21411.460000 sec): 2 clusters
  Score: Raw -7454418.140488 + Penalty 1817.662459 = -7452600.478029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21411.950000 sec): 3 clusters
  Score: Raw -7408279.477414 + Penalty 3635.324917 = -7404644.152497
  nChanged 34132
		SP:Iteration 1F (21412.490000 sec): 3 clusters
  Score: Raw -7427928.315147 + Penalty 3635.324917 = -7424292.990230
  nChanged 3049
		SP:Iteration 2Q (21413.030000 sec): 3 clusters
  Score: Raw -7429042.204571 + Penalty 3635.324917 = -7425406.879654
  nChanged 3816
		SP:Iteration 3F (21413.550000 sec): 3 clusters
  Score: Raw -7430858.742124 + Penalty 3635.324917 = -7427223.417206
  nChanged 4650
		SP:Iteration 4F (21414.040000 sec): 3 clusters
  Score: Raw -7433733.167745 + Penalty 3635.324917 = -7430097.842827
  nChanged 5456
		SP:Iteration 5F (21414.540000 sec): 3 clusters
  Score: Raw -7437933.189985 + Penalty 3635.324917 = -7434297.865068
  nChanged 5734
		SP:Iteration 6F (21415.010000 sec): 3 clusters
  Score: Raw -7443078.772280 + Penalty 3635.324917 = -7439443.447363
  nChanged 5079
		SP:Iteration 7F (21415.520000 sec): 3 clusters
  Score: Raw -7447920.265497 + Penalty 3635.324917 = -7444284.940580
  nChanged 3658
		SP:Iteration 8F (21415.960000 sec): 3 clusters
  Score: Raw -7451478.342788 + Penalty 3635.324917 = -7447843.017871
  nChanged 2026
		SP:Iteration 9Q (21416.490000 sec): 3 clusters
  Score: Raw -7453366.579150 + Penalty 3635.324917 = -7449731.254233
  nChanged 851
		SP:Iteration 10Q (21416.870000 sec): 3 clusters
  Score: Raw -7454123.061093 + Penalty 3635.324917 = -7450487.736176
  nChanged 323
		SP:Iteration 11Q (21417.350000 sec): 3 clusters
  Score: Raw -7454412.304122 + Penalty 3635.324917 = -7450776.979204
  nChanged 110
		SP:Iteration 12Q (21417.860000 sec): 3 clusters
  Score: Raw -7454505.840794 + Penalty 3635.324917 = -7450870.515876
  nChanged 38
		SP:Iteration 13Q (21418.320000 sec): 3 clusters
  Score: Raw -7454544.828112 + Penalty 3635.324917 = -7450909.503195
  nChanged 21
		SP:Iteration 14Q (21418.700000 sec): 3 clusters
  Score: Raw -7454572.967444 + Penalty 3635.324917 = -7450937.642527
  nChanged 14
		SP:Iteration 15Q (21419.210000 sec): 3 clusters
  Score: Raw -7454590.292005 + Penalty 3635.324917 = -7450954.967088
  nChanged 8
		SP:Iteration 16Q (21419.680000 sec): 3 clusters
  Score: Raw -7454601.740811 + Penalty 3635.324917 = -7450966.415894
  nChanged 6
		SP:Iteration 17Q (21420.180000 sec): 3 clusters
  Score: Raw -7454606.461825 + Penalty 3635.324917 = -7450971.136907
  nChanged 5
		SP:Iteration 18Q (21420.660000 sec): 3 clusters
  Score: Raw -7454616.035840 + Penalty 3635.324917 = -7450980.710923
  nChanged 6
		SP:Iteration 19Q (21421.220000 sec): 3 clusters
  Score: Raw -7454624.904547 + Penalty 3635.324917 = -7450989.579630
  nChanged 5
		SP:Iteration 20F (21421.710000 sec): 3 clusters
  Score: Raw -7454629.576024 + Penalty 3635.324917 = -7450994.251107
  nChanged 3
		SP:Iteration 21Q (21422.180000 sec): 3 clusters
  Score: Raw -7454633.781475 + Penalty 3635.324917 = -7450998.456558
  nChanged 2
		SP:Iteration 22Q (21422.660000 sec): 3 clusters
  Score: Raw -7454636.525930 + Penalty 3635.324917 = -7451001.201013
  nChanged 2
		SP:Iteration 23Q (21423.140000 sec): 3 clusters
  Score: Raw -7454639.895350 + Penalty 3635.324917 = -7451004.570433
  nChanged 2
		SP:Iteration 24Q (21423.590000 sec): 3 clusters
  Score: Raw -7454642.860244 + Penalty 3635.324917 = -7451007.535327
  nChanged 2
		SP:Iteration 25Q (21424.040000 sec): 3 clusters
  Score: Raw -7454645.411020 + Penalty 3635.324917 = -7451010.086102
  nChanged 0
		SP:Iteration 26F (21424.590000 sec): 3 clusters
  Score: Raw -7454645.411020 + Penalty 3635.324917 = -7451010.086102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21424.830000 sec): 2 clusters
  Score: Raw -1980172.617828 + Penalty 1598.647116 = -1978573.970713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21425.110000 sec): 3 clusters
  Score: Raw -1968866.334227 + Penalty 3197.294231 = -1965669.039996
  nChanged 8434
		SP:Iteration 1F (21425.410000 sec): 3 clusters
  Score: Raw -1973608.655372 + Penalty 3197.294231 = -1970411.361141
  nChanged 1075
		SP:Iteration 2F (21425.720000 sec): 3 clusters
  Score: Raw -1974082.777441 + Penalty 3197.294231 = -1970885.483210
  nChanged 1115
		SP:Iteration 3F (21425.990000 sec): 3 clusters
  Score: Raw -1974661.694978 + Penalty 3197.294231 = -1971464.400746
  nChanged 1201
		SP:Iteration 4F (21426.330000 sec): 3 clusters
  Score: Raw -1975374.452070 + Penalty 3197.294231 = -1972177.157839
  nChanged 1272
		SP:Iteration 5F (21426.670000 sec): 3 clusters
  Score: Raw -1976226.343086 + Penalty 3197.294231 = -1973029.048855
  nChanged 1280
		SP:Iteration 6F (21426.920000 sec): 3 clusters
  Score: Raw -1977167.133852 + Penalty 3197.294231 = -1973969.839621
  nChanged 1112
		SP:Iteration 7F (21427.250000 sec): 3 clusters
  Score: Raw -1978040.790132 + Penalty 3197.294231 = -1974843.495901
  nChanged 888
		SP:Iteration 8Q (21427.560000 sec): 3 clusters
  Score: Raw -1978750.879641 + Penalty 3197.294231 = -1975553.585410
  nChanged 666
		SP:Iteration 9Q (21427.840000 sec): 3 clusters
  Score: Raw -1979272.937416 + Penalty 3197.294231 = -1976075.643185
  nChanged 469
		SP:Iteration 10Q (21428.160000 sec): 3 clusters
  Score: Raw -1979627.349937 + Penalty 3197.294231 = -1976430.055706
  nChanged 308
		SP:Iteration 11Q (21428.450000 sec): 3 clusters
  Score: Raw -1979866.030677 + Penalty 3197.294231 = -1976668.736446
  nChanged 213
		SP:Iteration 12Q (21428.820000 sec): 3 clusters
  Score: Raw -1980044.769400 + Penalty 3197.294231 = -1976847.475169
  nChanged 135
		SP:Iteration 13Q (21429.070000 sec): 3 clusters
  Score: Raw -1980143.590291 + Penalty 3197.294231 = -1976946.296060
  nChanged 105
		SP:Iteration 14Q (21429.350000 sec): 3 clusters
  Score: Raw -1980236.834297 + Penalty 3197.294231 = -1977039.540066
  nChanged 75
		SP:Iteration 15Q (21429.580000 sec): 3 clusters
  Score: Raw -1980303.495828 + Penalty 3197.294231 = -1977106.201597
  nChanged 61
		SP:Iteration 16Q (21429.820000 sec): 3 clusters
  Score: Raw -1980349.298251 + Penalty 3197.294231 = -1977152.004020
  nChanged 43
		SP:Iteration 17Q (21430.140000 sec): 3 clusters
  Score: Raw -1980376.764312 + Penalty 3197.294231 = -1977179.470081
  nChanged 25
		SP:Iteration 18Q (21430.370000 sec): 3 clusters
  Score: Raw -1980391.668585 + Penalty 3197.294231 = -1977194.374354
  nChanged 20
		SP:Iteration 19Q (21430.660000 sec): 3 clusters
  Score: Raw -1980401.704850 + Penalty 3197.294231 = -1977204.410619
  nChanged 10
		SP:Iteration 20F (21430.910000 sec): 3 clusters
  Score: Raw -1980407.791848 + Penalty 3197.294231 = -1977210.497616
  nChanged 11
		SP:Iteration 21Q (21431.170000 sec): 3 clusters
  Score: Raw -1980414.155971 + Penalty 3197.294231 = -1977216.861740
  nChanged 11
		SP:Iteration 22Q (21431.480000 sec): 3 clusters
  Score: Raw -1980420.432270 + Penalty 3197.294231 = -1977223.138039
  nChanged 8
		SP:Iteration 23Q (21431.720000 sec): 3 clusters
  Score: Raw -1980423.277031 + Penalty 3197.294231 = -1977225.982799
  nChanged 6
		SP:Iteration 24Q (21432.020000 sec): 3 clusters
  Score: Raw -1980425.630007 + Penalty 3197.294231 = -1977228.335776
  nChanged 5
		SP:Iteration 25Q (21432.340000 sec): 3 clusters
  Score: Raw -1980427.809345 + Penalty 3197.294231 = -1977230.515113
  nChanged 5
		SP:Iteration 26Q (21432.590000 sec): 3 clusters
  Score: Raw -1980430.379978 + Penalty 3197.294231 = -1977233.085746
  nChanged 6
		SP:Iteration 27Q (21432.840000 sec): 3 clusters
  Score: Raw -1980434.900985 + Penalty 3197.294231 = -1977237.606754
  nChanged 4
		SP:Iteration 28Q (21433.080000 sec): 3 clusters
  Score: Raw -1980436.187511 + Penalty 3197.294231 = -1977238.893280
  nChanged 2
		SP:Iteration 29Q (21433.270000 sec): 3 clusters
  Score: Raw -1980437.063431 + Penalty 3197.294231 = -1977239.769200
  nChanged 2
		SP:Iteration 30Q (21433.550000 sec): 3 clusters
  Score: Raw -1980437.671743 + Penalty 3197.294231 = -1977240.377512
  nChanged 2
		SP:Iteration 31Q (21433.800000 sec): 3 clusters
  Score: Raw -1980438.409881 + Penalty 3197.294231 = -1977241.115650
  nChanged 2
		SP:Iteration 32Q (21434.040000 sec): 3 clusters
  Score: Raw -1980439.324011 + Penalty 3197.294231 = -1977242.029780
  nChanged 5
		SP:Iteration 33Q (21434.290000 sec): 3 clusters
  Score: Raw -1980440.999001 + Penalty 3197.294231 = -1977243.704770
  nChanged 2
		SP:Iteration 34Q (21434.570000 sec): 3 clusters
  Score: Raw -1980442.004839 + Penalty 3197.294231 = -1977244.710608
  nChanged 2
		SP:Iteration 35Q (21434.860000 sec): 3 clusters
  Score: Raw -1980442.783094 + Penalty 3197.294231 = -1977245.488863
  nChanged 3
		SP:Iteration 36Q (21435.100000 sec): 3 clusters
  Score: Raw -1980443.968653 + Penalty 3197.294231 = -1977246.674422
  nChanged 0
		SP:Iteration 37F (21435.400000 sec): 3 clusters
  Score: Raw -1980443.968653 + Penalty 3197.294231 = -1977246.674422
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (42450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21435.660000 sec): 2 clusters
  Score: Raw -4171116.227099 + Penalty 1731.613356 = -4169384.613742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21436.010000 sec): 3 clusters
  Score: Raw -4144378.662552 + Penalty 3463.226712 = -4140915.435840
  nChanged 19848
		SP:Iteration 1F (21436.410000 sec): 3 clusters
  Score: Raw -4155894.799896 + Penalty 3463.226712 = -4152431.573183
  nChanged 2153
		SP:Iteration 2F (21436.770000 sec): 3 clusters
  Score: Raw -4156825.422935 + Penalty 3463.226712 = -4153362.196223
  nChanged 2256
		SP:Iteration 3F (21437.170000 sec): 3 clusters
  Score: Raw -4157913.400300 + Penalty 3463.226712 = -4154450.173588
  nChanged 2340
		SP:Iteration 4F (21437.580000 sec): 3 clusters
  Score: Raw -4159102.898946 + Penalty 3463.226712 = -4155639.672233
  nChanged 2319
		SP:Iteration 5F (21438.000000 sec): 3 clusters
  Score: Raw -4160287.921346 + Penalty 3463.226712 = -4156824.694634
  nChanged 2256
		SP:Iteration 6F (21438.400000 sec): 3 clusters
  Score: Raw -4161453.055760 + Penalty 3463.226712 = -4157989.829048
  nChanged 2091
		SP:Iteration 7Q (21438.830000 sec): 3 clusters
  Score: Raw -4162505.512586 + Penalty 3463.226712 = -4159042.285874
  nChanged 1960
		SP:Iteration 8Q (21439.180000 sec): 3 clusters
  Score: Raw -4163498.417469 + Penalty 3463.226712 = -4160035.190757
  nChanged 1811
		SP:Iteration 9Q (21439.620000 sec): 3 clusters
  Score: Raw -4164403.741417 + Penalty 3463.226712 = -4160940.514705
  nChanged 1601
		SP:Iteration 10Q (21440.000000 sec): 3 clusters
  Score: Raw -4165164.967132 + Penalty 3463.226712 = -4161701.740419
  nChanged 1391
		SP:Iteration 11Q (21440.390000 sec): 3 clusters
  Score: Raw -4165728.413428 + Penalty 3463.226712 = -4162265.186716
  nChanged 1166
		SP:Iteration 12Q (21440.760000 sec): 3 clusters
  Score: Raw -4166106.822868 + Penalty 3463.226712 = -4162643.596155
  nChanged 860
		SP:Iteration 13Q (21441.120000 sec): 3 clusters
  Score: Raw -4166346.410246 + Penalty 3463.226712 = -4162883.183533
  nChanged 671
		SP:Iteration 14Q (21441.540000 sec): 3 clusters
  Score: Raw -4166506.756911 + Penalty 3463.226712 = -4163043.530198
  nChanged 514
		SP:Iteration 15Q (21441.940000 sec): 3 clusters
  Score: Raw -4166632.286409 + Penalty 3463.226712 = -4163169.059696
  nChanged 498
		SP:Iteration 16Q (21442.390000 sec): 3 clusters
  Score: Raw -4166754.792803 + Penalty 3463.226712 = -4163291.566091
  nChanged 486
		SP:Iteration 17Q (21442.860000 sec): 3 clusters
  Score: Raw -4166870.760825 + Penalty 3463.226712 = -4163407.534112
  nChanged 491
		SP:Iteration 18Q (21443.200000 sec): 3 clusters
  Score: Raw -4166981.201110 + Penalty 3463.226712 = -4163517.974397
  nChanged 478
		SP:Iteration 19Q (21443.550000 sec): 3 clusters
  Score: Raw -4167098.068922 + Penalty 3463.226712 = -4163634.842210
  nChanged 475
		SP:Iteration 20F (21443.890000 sec): 3 clusters
  Score: Raw -4167206.644712 + Penalty 3463.226712 = -4163743.418000
  nChanged 491
		SP:Iteration 21Q (21444.240000 sec): 3 clusters
  Score: Raw -4167318.639185 + Penalty 3463.226712 = -4163855.412472
  nChanged 478
		SP:Iteration 22Q (21444.620000 sec): 3 clusters
  Score: Raw -4167427.388638 + Penalty 3463.226712 = -4163964.161926
  nChanged 454
		SP:Iteration 23Q (21444.980000 sec): 3 clusters
  Score: Raw -4167532.586678 + Penalty 3463.226712 = -4164069.359965
  nChanged 427
		SP:Iteration 24Q (21445.380000 sec): 3 clusters
  Score: Raw -4167618.885656 + Penalty 3463.226712 = -4164155.658944
  nChanged 421
		SP:Iteration 25Q (21445.750000 sec): 3 clusters
  Score: Raw -4167706.350786 + Penalty 3463.226712 = -4164243.124074
  nChanged 390
		SP:Iteration 26Q (21446.140000 sec): 3 clusters
  Score: Raw -4167785.676004 + Penalty 3463.226712 = -4164322.449292
  nChanged 394
		SP:Iteration 27Q (21446.540000 sec): 3 clusters
  Score: Raw -4167854.786968 + Penalty 3463.226712 = -4164391.560255
  nChanged 318
		SP:Iteration 28Q (21446.920000 sec): 3 clusters
  Score: Raw -4167905.557947 + Penalty 3463.226712 = -4164442.331235
  nChanged 278
		SP:Iteration 29Q (21447.270000 sec): 3 clusters
  Score: Raw -4167951.871295 + Penalty 3463.226712 = -4164488.644583
  nChanged 280
		SP:Iteration 30Q (21447.650000 sec): 3 clusters
  Score: Raw -4167992.421063 + Penalty 3463.226712 = -4164529.194351
  nChanged 267
		SP:Iteration 31Q (21448.030000 sec): 3 clusters
  Score: Raw -4168034.532239 + Penalty 3463.226712 = -4164571.305527
  nChanged 286
		SP:Iteration 32Q (21448.390000 sec): 3 clusters
  Score: Raw -4168084.825991 + Penalty 3463.226712 = -4164621.599279
  nChanged 282
		SP:Iteration 33Q (21448.800000 sec): 3 clusters
  Score: Raw -4168128.598191 + Penalty 3463.226712 = -4164665.371478
  nChanged 267
		SP:Iteration 34Q (21449.230000 sec): 3 clusters
  Score: Raw -4168170.171100 + Penalty 3463.226712 = -4164706.944387
  nChanged 257
		SP:Iteration 35Q (21449.640000 sec): 3 clusters
  Score: Raw -4168211.350424 + Penalty 3463.226712 = -4164748.123711
  nChanged 255
		SP:Iteration 36Q (21450.020000 sec): 3 clusters
  Score: Raw -4168254.376687 + Penalty 3463.226712 = -4164791.149974
  nChanged 258
		SP:Iteration 37Q (21450.420000 sec): 3 clusters
  Score: Raw -4168294.410623 + Penalty 3463.226712 = -4164831.183911
  nChanged 260
		SP:Iteration 38Q (21450.760000 sec): 3 clusters
  Score: Raw -4168339.517513 + Penalty 3463.226712 = -4164876.290801
  nChanged 270
		SP:Iteration 39Q (21451.110000 sec): 3 clusters
  Score: Raw -4168388.845723 + Penalty 3463.226712 = -4164925.619011
  nChanged 281
		SP:Iteration 40F (21451.530000 sec): 3 clusters
  Score: Raw -4168447.556742 + Penalty 3463.226712 = -4164984.330030
  nChanged 331
		SP:Iteration 41Q (21451.920000 sec): 3 clusters
  Score: Raw -4168521.728272 + Penalty 3463.226712 = -4165058.501559
  nChanged 343
		SP:Iteration 42Q (21452.350000 sec): 3 clusters
  Score: Raw -4168599.857429 + Penalty 3463.226712 = -4165136.630717
  nChanged 355
		SP:Iteration 43Q (21452.790000 sec): 3 clusters
  Score: Raw -4168680.633398 + Penalty 3463.226712 = -4165217.406686
  nChanged 336
		SP:Iteration 44Q (21453.180000 sec): 3 clusters
  Score: Raw -4168758.248516 + Penalty 3463.226712 = -4165295.021804
  nChanged 347
		SP:Iteration 45Q (21453.520000 sec): 3 clusters
  Score: Raw -4168836.291973 + Penalty 3463.226712 = -4165373.065260
  nChanged 348
		SP:Iteration 46Q (21453.910000 sec): 3 clusters
  Score: Raw -4168910.337506 + Penalty 3463.226712 = -4165447.110794
  nChanged 329
		SP:Iteration 47Q (21454.320000 sec): 3 clusters
  Score: Raw -4168977.264176 + Penalty 3463.226712 = -4165514.037464
  nChanged 342
		SP:Iteration 48Q (21454.720000 sec): 3 clusters
  Score: Raw -4169049.917500 + Penalty 3463.226712 = -4165586.690788
  nChanged 351
		SP:Iteration 49Q (21455.150000 sec): 3 clusters
  Score: Raw -4169123.318280 + Penalty 3463.226712 = -4165660.091567
  nChanged 337
		SP:Iteration 50Q (21455.510000 sec): 3 clusters
  Score: Raw -4169190.393054 + Penalty 3463.226712 = -4165727.166341
  nChanged 327
		SP:Iteration 51Q (21455.880000 sec): 3 clusters
  Score: Raw -4169254.446984 + Penalty 3463.226712 = -4165791.220272
  nChanged 320
		SP:Iteration 52Q (21456.220000 sec): 3 clusters
  Score: Raw -4169314.300809 + Penalty 3463.226712 = -4165851.074097
  nChanged 313
		SP:Iteration 53Q (21456.640000 sec): 3 clusters
  Score: Raw -4169368.986121 + Penalty 3463.226712 = -4165905.759409
  nChanged 306
		SP:Iteration 54Q (21456.980000 sec): 3 clusters
  Score: Raw -4169422.479045 + Penalty 3463.226712 = -4165959.252333
  nChanged 326
		SP:Iteration 55Q (21457.380000 sec): 3 clusters
  Score: Raw -4169480.987568 + Penalty 3463.226712 = -4166017.760856
  nChanged 293
		SP:Iteration 56Q (21457.760000 sec): 3 clusters
  Score: Raw -4169534.057439 + Penalty 3463.226712 = -4166070.830727
  nChanged 298
		SP:Iteration 57Q (21458.200000 sec): 3 clusters
  Score: Raw -4169584.270597 + Penalty 3463.226712 = -4166121.043885
  nChanged 266
		SP:Iteration 58Q (21458.640000 sec): 3 clusters
  Score: Raw -4169624.222307 + Penalty 3463.226712 = -4166160.995594
  nChanged 246
		SP:Iteration 59Q (21458.980000 sec): 3 clusters
  Score: Raw -4169660.392922 + Penalty 3463.226712 = -4166197.166210
  nChanged 245
		SP:Iteration 60F (21459.330000 sec): 3 clusters
  Score: Raw -4169697.070497 + Penalty 3463.226712 = -4166233.843785
  nChanged 222
		SP:Iteration 61Q (21459.720000 sec): 3 clusters
  Score: Raw -4169727.022510 + Penalty 3463.226712 = -4166263.795798
  nChanged 233
		SP:Iteration 62Q (21460.130000 sec): 3 clusters
  Score: Raw -4169758.529891 + Penalty 3463.226712 = -4166295.303179
  nChanged 205
		SP:Iteration 63Q (21460.550000 sec): 3 clusters
  Score: Raw -4169785.044589 + Penalty 3463.226712 = -4166321.817877
  nChanged 218
		SP:Iteration 64Q (21461.020000 sec): 3 clusters
  Score: Raw -4169814.023908 + Penalty 3463.226712 = -4166350.797196
  nChanged 215
		SP:Iteration 65Q (21461.440000 sec): 3 clusters
  Score: Raw -4169841.634717 + Penalty 3463.226712 = -4166378.408005
  nChanged 212
		SP:Iteration 66Q (21461.840000 sec): 3 clusters
  Score: Raw -4169866.600882 + Penalty 3463.226712 = -4166403.374170
  nChanged 193
		SP:Iteration 67Q (21462.200000 sec): 3 clusters
  Score: Raw -4169891.647605 + Penalty 3463.226712 = -4166428.420893
  nChanged 193
		SP:Iteration 68Q (21462.610000 sec): 3 clusters
  Score: Raw -4169917.334081 + Penalty 3463.226712 = -4166454.107368
  nChanged 195
		SP:Iteration 69Q (21462.970000 sec): 3 clusters
  Score: Raw -4169944.984284 + Penalty 3463.226712 = -4166481.757571
  nChanged 192
		SP:Iteration 70Q (21463.420000 sec): 3 clusters
  Score: Raw -4169970.678243 + Penalty 3463.226712 = -4166507.451531
  nChanged 186
		SP:Iteration 71Q (21463.750000 sec): 3 clusters
  Score: Raw -4169993.778698 + Penalty 3463.226712 = -4166530.551986
  nChanged 171
		SP:Iteration 72Q (21464.150000 sec): 3 clusters
  Score: Raw -4170016.016262 + Penalty 3463.226712 = -4166552.789550
  nChanged 189
		SP:Iteration 73Q (21464.460000 sec): 3 clusters
  Score: Raw -4170039.138381 + Penalty 3463.226712 = -4166575.911669
  nChanged 165
		SP:Iteration 74Q (21464.820000 sec): 3 clusters
  Score: Raw -4170058.488946 + Penalty 3463.226712 = -4166595.262234
  nChanged 157
		SP:Iteration 75Q (21465.250000 sec): 3 clusters
  Score: Raw -4170077.033894 + Penalty 3463.226712 = -4166613.807182
  nChanged 143
		SP:Iteration 76Q (21465.600000 sec): 3 clusters
  Score: Raw -4170092.878488 + Penalty 3463.226712 = -4166629.651775
  nChanged 134
		SP:Iteration 77Q (21466.010000 sec): 3 clusters
  Score: Raw -4170106.548296 + Penalty 3463.226712 = -4166643.321584
  nChanged 133
		SP:Iteration 78Q (21466.470000 sec): 3 clusters
  Score: Raw -4170121.219675 + Penalty 3463.226712 = -4166657.992963
  nChanged 118
		SP:Iteration 79Q (21466.860000 sec): 3 clusters
  Score: Raw -4170135.561038 + Penalty 3463.226712 = -4166672.334325
  nChanged 125
		SP:Iteration 80F (21467.190000 sec): 3 clusters
  Score: Raw -4170151.583698 + Penalty 3463.226712 = -4166688.356985
  nChanged 153
		SP:Iteration 81Q (21467.630000 sec): 3 clusters
  Score: Raw -4170173.003216 + Penalty 3463.226712 = -4166709.776504
  nChanged 143
		SP:Iteration 82Q (21468.030000 sec): 3 clusters
  Score: Raw -4170191.728083 + Penalty 3463.226712 = -4166728.501371
  nChanged 152
		SP:Iteration 83Q (21468.410000 sec): 3 clusters
  Score: Raw -4170213.005035 + Penalty 3463.226712 = -4166749.778323
  nChanged 148
		SP:Iteration 84Q (21468.790000 sec): 3 clusters
  Score: Raw -4170233.818019 + Penalty 3463.226712 = -4166770.591307
  nChanged 153
		SP:Iteration 85Q (21469.160000 sec): 3 clusters
  Score: Raw -4170256.467644 + Penalty 3463.226712 = -4166793.240932
  nChanged 167
		SP:Iteration 86Q (21469.570000 sec): 3 clusters
  Score: Raw -4170283.854785 + Penalty 3463.226712 = -4166820.628072
  nChanged 176
		SP:Iteration 87Q (21469.910000 sec): 3 clusters
  Score: Raw -4170310.447494 + Penalty 3463.226712 = -4166847.220781
  nChanged 144
		SP:Iteration 88Q (21470.290000 sec): 3 clusters
  Score: Raw -4170332.272165 + Penalty 3463.226712 = -4166869.045452
  nChanged 169
		SP:Iteration 89Q (21470.660000 sec): 3 clusters
  Score: Raw -4170356.515552 + Penalty 3463.226712 = -4166893.288839
  nChanged 166
		SP:Iteration 90Q (21471.040000 sec): 3 clusters
  Score: Raw -4170385.898927 + Penalty 3463.226712 = -4166922.672215
  nChanged 195
		SP:Iteration 91Q (21471.380000 sec): 3 clusters
  Score: Raw -4170420.921542 + Penalty 3463.226712 = -4166957.694829
  nChanged 206
		SP:Iteration 92Q (21471.780000 sec): 3 clusters
  Score: Raw -4170459.581900 + Penalty 3463.226712 = -4166996.355187
  nChanged 217
		SP:Iteration 93Q (21472.220000 sec): 3 clusters
  Score: Raw -4170501.088017 + Penalty 3463.226712 = -4167037.861305
  nChanged 210
		SP:Iteration 94Q (21472.590000 sec): 3 clusters
  Score: Raw -4170540.125105 + Penalty 3463.226712 = -4167076.898393
  nChanged 225
		SP:Iteration 95Q (21472.940000 sec): 3 clusters
  Score: Raw -4170587.070319 + Penalty 3463.226712 = -4167123.843607
  nChanged 230
		SP:Iteration 96Q (21473.320000 sec): 3 clusters
  Score: Raw -4170635.644620 + Penalty 3463.226712 = -4167172.417908
  nChanged 225
		SP:Iteration 97Q (21473.650000 sec): 3 clusters
  Score: Raw -4170682.889730 + Penalty 3463.226712 = -4167219.663017
  nChanged 234
		SP:Iteration 98Q (21474.020000 sec): 3 clusters
  Score: Raw -4170734.461649 + Penalty 3463.226712 = -4167271.234936
  nChanged 228
		SP:Iteration 99Q (21474.430000 sec): 3 clusters
  Score: Raw -4170787.197340 + Penalty 3463.226712 = -4167323.970627
  nChanged 226
		SP:Iteration 100F (21474.770000 sec): 3 clusters
  Score: Raw -4170842.778393 + Penalty 3463.226712 = -4167379.551680
  nChanged 224
		SP:Iteration 101Q (21475.220000 sec): 3 clusters
  Score: Raw -4170898.944514 + Penalty 3463.226712 = -4167435.717802
  nChanged 237
		SP:Iteration 102Q (21475.550000 sec): 3 clusters
  Score: Raw -4170964.220047 + Penalty 3463.226712 = -4167500.993334
  nChanged 250
		SP:Iteration 103Q (21475.910000 sec): 3 clusters
  Score: Raw -4171033.264834 + Penalty 3463.226712 = -4167570.038122
  nChanged 234
		SP:Iteration 104Q (21476.290000 sec): 3 clusters
  Score: Raw -4171100.438670 + Penalty 3463.226712 = -4167637.211958
  nChanged 220
		SP:Iteration 105Q (21476.670000 sec): 3 clusters
  Score: Raw -4171161.940476 + Penalty 3463.226712 = -4167698.713764
  nChanged 209
		SP:Iteration 106Q (21477.030000 sec): 3 clusters
  Score: Raw -4171220.572349 + Penalty 3463.226712 = -4167757.345637
  nChanged 195
		SP:Iteration 107Q (21477.430000 sec): 3 clusters
  Score: Raw -4171277.976026 + Penalty 3463.226712 = -4167814.749314
  nChanged 198
		SP:Iteration 108Q (21477.790000 sec): 3 clusters
  Score: Raw -4171335.801793 + Penalty 3463.226712 = -4167872.575080
  nChanged 176
		SP:Iteration 109Q (21478.130000 sec): 3 clusters
  Score: Raw -4171386.294828 + Penalty 3463.226712 = -4167923.068115
  nChanged 155
		SP:Iteration 110Q (21478.470000 sec): 3 clusters
  Score: Raw -4171432.685272 + Penalty 3463.226712 = -4167969.458559
  nChanged 153
		SP:Iteration 111Q (21478.840000 sec): 3 clusters
  Score: Raw -4171480.273391 + Penalty 3463.226712 = -4168017.046679
  nChanged 144
		SP:Iteration 112Q (21479.310000 sec): 3 clusters
  Score: Raw -4171523.064944 + Penalty 3463.226712 = -4168059.838232
  nChanged 140
		SP:Iteration 113Q (21479.710000 sec): 3 clusters
  Score: Raw -4171566.787357 + Penalty 3463.226712 = -4168103.560644
  nChanged 132
		SP:Iteration 114Q (21480.050000 sec): 3 clusters
  Score: Raw -4171609.504259 + Penalty 3463.226712 = -4168146.277547
  nChanged 122
		SP:Iteration 115Q (21480.430000 sec): 3 clusters
  Score: Raw -4171650.402210 + Penalty 3463.226712 = -4168187.175498
  nChanged 104
		SP:Iteration 116Q (21480.780000 sec): 3 clusters
  Score: Raw -4171684.315538 + Penalty 3463.226712 = -4168221.088826
  nChanged 99
		SP:Iteration 117Q (21481.120000 sec): 3 clusters
  Score: Raw -4171718.049894 + Penalty 3463.226712 = -4168254.823182
  nChanged 80
		SP:Iteration 118Q (21481.530000 sec): 3 clusters
  Score: Raw -4171742.965833 + Penalty 3463.226712 = -4168279.739121
  nChanged 68
		SP:Iteration 119Q (21481.910000 sec): 3 clusters
  Score: Raw -4171759.027403 + Penalty 3463.226712 = -4168295.800691
  nChanged 51
		SP:Iteration 120F (21482.280000 sec): 3 clusters
  Score: Raw -4171772.414199 + Penalty 3463.226712 = -4168309.187487
  nChanged 42
		SP:Iteration 121Q (21482.710000 sec): 3 clusters
  Score: Raw -4171782.614964 + Penalty 3463.226712 = -4168319.388252
  nChanged 38
		SP:Iteration 122Q (21483.110000 sec): 3 clusters
  Score: Raw -4171791.226879 + Penalty 3463.226712 = -4168328.000167
  nChanged 32
		SP:Iteration 123Q (21483.430000 sec): 3 clusters
  Score: Raw -4171797.254469 + Penalty 3463.226712 = -4168334.027757
  nChanged 29
		SP:Iteration 124Q (21483.750000 sec): 3 clusters
  Score: Raw -4171802.668135 + Penalty 3463.226712 = -4168339.441423
  nChanged 29
		SP:Iteration 125Q (21484.160000 sec): 3 clusters
  Score: Raw -4171809.072677 + Penalty 3463.226712 = -4168345.845965
  nChanged 20
		SP:Iteration 126Q (21484.530000 sec): 3 clusters
  Score: Raw -4171813.237373 + Penalty 3463.226712 = -4168350.010660
  nChanged 21
		SP:Iteration 127Q (21484.950000 sec): 3 clusters
  Score: Raw -4171816.562559 + Penalty 3463.226712 = -4168353.335847
  nChanged 9
		SP:Iteration 128Q (21485.340000 sec): 3 clusters
  Score: Raw -4171818.168854 + Penalty 3463.226712 = -4168354.942141
  nChanged 10
		SP:Iteration 129Q (21485.720000 sec): 3 clusters
  Score: Raw -4171819.940647 + Penalty 3463.226712 = -4168356.713934
  nChanged 13
		SP:Iteration 130Q (21486.130000 sec): 3 clusters
  Score: Raw -4171823.447682 + Penalty 3463.226712 = -4168360.220970
  nChanged 16
		SP:Iteration 131Q (21486.530000 sec): 3 clusters
  Score: Raw -4171827.295205 + Penalty 3463.226712 = -4168364.068493
  nChanged 17
		SP:Iteration 132Q (21486.890000 sec): 3 clusters
  Score: Raw -4171831.543829 + Penalty 3463.226712 = -4168368.317117
  nChanged 14
		SP:Iteration 133Q (21487.250000 sec): 3 clusters
  Score: Raw -4171834.287503 + Penalty 3463.226712 = -4168371.060790
  nChanged 15
		SP:Iteration 134Q (21487.620000 sec): 3 clusters
  Score: Raw -4171837.299098 + Penalty 3463.226712 = -4168374.072385
  nChanged 17
		SP:Iteration 135Q (21487.990000 sec): 3 clusters
  Score: Raw -4171841.378261 + Penalty 3463.226712 = -4168378.151548
  nChanged 9
		SP:Iteration 136Q (21488.370000 sec): 3 clusters
  Score: Raw -4171843.382477 + Penalty 3463.226712 = -4168380.155764
  nChanged 9
		SP:Iteration 137Q (21488.730000 sec): 3 clusters
  Score: Raw -4171845.380823 + Penalty 3463.226712 = -4168382.154111
  nChanged 7
		SP:Iteration 138Q (21489.020000 sec): 3 clusters
  Score: Raw -4171846.712800 + Penalty 3463.226712 = -4168383.486088
  nChanged 6
		SP:Iteration 139Q (21489.290000 sec): 3 clusters
  Score: Raw -4171848.103863 + Penalty 3463.226712 = -4168384.877151
  nChanged 8
		SP:Iteration 140F (21489.680000 sec): 3 clusters
  Score: Raw -4171850.318883 + Penalty 3463.226712 = -4168387.092171
  nChanged 12
		SP:Iteration 141Q (21490.000000 sec): 3 clusters
  Score: Raw -4171852.497399 + Penalty 3463.226712 = -4168389.270686
  nChanged 11
		SP:Iteration 142Q (21490.300000 sec): 3 clusters
  Score: Raw -4171855.178010 + Penalty 3463.226712 = -4168391.951297
  nChanged 13
		SP:Iteration 143Q (21490.660000 sec): 3 clusters
  Score: Raw -4171858.285064 + Penalty 3463.226712 = -4168395.058351
  nChanged 14
		SP:Iteration 144Q (21491.080000 sec): 3 clusters
  Score: Raw -4171860.724061 + Penalty 3463.226712 = -4168397.497348
  nChanged 9
		SP:Iteration 145Q (21491.520000 sec): 3 clusters
  Score: Raw -4171862.790294 + Penalty 3463.226712 = -4168399.563581
  nChanged 8
		SP:Iteration 146Q (21491.900000 sec): 3 clusters
  Score: Raw -4171864.724786 + Penalty 3463.226712 = -4168401.498073
  nChanged 10
		SP:Iteration 147Q (21492.260000 sec): 3 clusters
  Score: Raw -4171866.530254 + Penalty 3463.226712 = -4168403.303542
  nChanged 4
		SP:Iteration 148Q (21492.580000 sec): 3 clusters
  Score: Raw -4171867.416700 + Penalty 3463.226712 = -4168404.189988
  nChanged 6
		SP:Iteration 149Q (21492.920000 sec): 3 clusters
  Score: Raw -4171868.366766 + Penalty 3463.226712 = -4168405.140054
  nChanged 2
		SP:Iteration 150Q (21493.320000 sec): 3 clusters
  Score: Raw -4171868.818118 + Penalty 3463.226712 = -4168405.591405
  nChanged 4
		SP:Iteration 151Q (21493.690000 sec): 3 clusters
  Score: Raw -4171869.689471 + Penalty 3463.226712 = -4168406.462759
  nChanged 6
		SP:Iteration 152Q (21494.110000 sec): 3 clusters
  Score: Raw -4171870.846335 + Penalty 3463.226712 = -4168407.619623
  nChanged 3
		SP:Iteration 153Q (21494.430000 sec): 3 clusters
  Score: Raw -4171871.205339 + Penalty 3463.226712 = -4168407.978627
  nChanged 4
		SP:Iteration 154Q (21494.770000 sec): 3 clusters
  Score: Raw -4171871.694913 + Penalty 3463.226712 = -4168408.468201
  nChanged 3
		SP:Iteration 155Q (21495.110000 sec): 3 clusters
  Score: Raw -4171872.373689 + Penalty 3463.226712 = -4168409.146976
  nChanged 8
		SP:Iteration 156Q (21495.470000 sec): 3 clusters
  Score: Raw -4171875.470031 + Penalty 3463.226712 = -4168412.243319
  nChanged 13
		SP:Iteration 157Q (21495.830000 sec): 3 clusters
  Score: Raw -4171880.261343 + Penalty 3463.226712 = -4168417.034630
  nChanged 16
		SP:Iteration 158Q (21496.130000 sec): 3 clusters
  Score: Raw -4171885.061095 + Penalty 3463.226712 = -4168421.834382
  nChanged 15
		SP:Iteration 159Q (21496.490000 sec): 3 clusters
  Score: Raw -4171889.165265 + Penalty 3463.226712 = -4168425.938553
  nChanged 16
		SP:Iteration 160F (21496.850000 sec): 3 clusters
  Score: Raw -4171892.756489 + Penalty 3463.226712 = -4168429.529777
  nChanged 12
		SP:Iteration 161Q (21497.200000 sec): 3 clusters
  Score: Raw -4171896.325005 + Penalty 3463.226712 = -4168433.098292
  nChanged 15
		SP:Iteration 162Q (21497.610000 sec): 3 clusters
  Score: Raw -4171898.948398 + Penalty 3463.226712 = -4168435.721686
  nChanged 8
		SP:Iteration 163Q (21498.030000 sec): 3 clusters
  Score: Raw -4171900.627503 + Penalty 3463.226712 = -4168437.400791
  nChanged 6
		SP:Iteration 164Q (21498.360000 sec): 3 clusters
  Score: Raw -4171902.023656 + Penalty 3463.226712 = -4168438.796944
  nChanged 9
		SP:Iteration 165Q (21498.710000 sec): 3 clusters
  Score: Raw -4171903.822372 + Penalty 3463.226712 = -4168440.595659
  nChanged 7
		SP:Iteration 166Q (21499.090000 sec): 3 clusters
  Score: Raw -4171905.947143 + Penalty 3463.226712 = -4168442.720431
  nChanged 6
		SP:Iteration 167Q (21499.540000 sec): 3 clusters
  Score: Raw -4171907.383273 + Penalty 3463.226712 = -4168444.156560
  nChanged 9
		SP:Iteration 168Q (21499.950000 sec): 3 clusters
  Score: Raw -4171908.776559 + Penalty 3463.226712 = -4168445.549846
  nChanged 4
		SP:Iteration 169Q (21500.300000 sec): 3 clusters
  Score: Raw -4171909.395995 + Penalty 3463.226712 = -4168446.169282
  nChanged 0
		SP:Iteration 170F (21500.670000 sec): 3 clusters
  Score: Raw -4171909.395995 + Penalty 3463.226712 = -4168446.169282
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21500.880000 sec): 2 clusters
  Score: Raw -1640578.245649 + Penalty 1571.893943 = -1639006.351706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21501.120000 sec): 3 clusters
  Score: Raw -1631234.134732 + Penalty 3143.787887 = -1628090.346845
  nChanged 7114
		SP:Iteration 1F (21501.320000 sec): 3 clusters
  Score: Raw -1635294.553161 + Penalty 3143.787887 = -1632150.765275
  nChanged 1053
		SP:Iteration 2F (21501.550000 sec): 3 clusters
  Score: Raw -1635888.387579 + Penalty 3143.787887 = -1632744.599692
  nChanged 1060
		SP:Iteration 3F (21501.840000 sec): 3 clusters
  Score: Raw -1636558.171533 + Penalty 3143.787887 = -1633414.383646
  nChanged 1105
		SP:Iteration 4F (21502.140000 sec): 3 clusters
  Score: Raw -1637317.746779 + Penalty 3143.787887 = -1634173.958893
  nChanged 1084
		SP:Iteration 5F (21502.420000 sec): 3 clusters
  Score: Raw -1638086.349480 + Penalty 3143.787887 = -1634942.561593
  nChanged 983
		SP:Iteration 6F (21502.690000 sec): 3 clusters
  Score: Raw -1638719.719460 + Penalty 3143.787887 = -1635575.931573
  nChanged 797
		SP:Iteration 7F (21502.960000 sec): 3 clusters
  Score: Raw -1639125.275509 + Penalty 3143.787887 = -1635981.487622
  nChanged 625
		SP:Iteration 8Q (21503.190000 sec): 3 clusters
  Score: Raw -1639372.896931 + Penalty 3143.787887 = -1636229.109044
  nChanged 436
		SP:Iteration 9Q (21503.490000 sec): 3 clusters
  Score: Raw -1639518.329897 + Penalty 3143.787887 = -1636374.542011
  nChanged 330
		SP:Iteration 10Q (21503.710000 sec): 3 clusters
  Score: Raw -1639613.763975 + Penalty 3143.787887 = -1636469.976089
  nChanged 248
		SP:Iteration 11Q (21503.960000 sec): 3 clusters
  Score: Raw -1639671.464432 + Penalty 3143.787887 = -1636527.676546
  nChanged 192
		SP:Iteration 12Q (21504.210000 sec): 3 clusters
  Score: Raw -1639710.207185 + Penalty 3143.787887 = -1636566.419298
  nChanged 144
		SP:Iteration 13Q (21504.470000 sec): 3 clusters
  Score: Raw -1639738.928082 + Penalty 3143.787887 = -1636595.140195
  nChanged 131
		SP:Iteration 14Q (21504.770000 sec): 3 clusters
  Score: Raw -1639770.234434 + Penalty 3143.787887 = -1636626.446548
  nChanged 148
		SP:Iteration 15Q (21505.050000 sec): 3 clusters
  Score: Raw -1639801.257858 + Penalty 3143.787887 = -1636657.469972
  nChanged 140
		SP:Iteration 16Q (21505.280000 sec): 3 clusters
  Score: Raw -1639829.749897 + Penalty 3143.787887 = -1636685.962011
  nChanged 120
		SP:Iteration 17Q (21505.510000 sec): 3 clusters
  Score: Raw -1639851.945513 + Penalty 3143.787887 = -1636708.157626
  nChanged 119
		SP:Iteration 18Q (21505.790000 sec): 3 clusters
  Score: Raw -1639875.252153 + Penalty 3143.787887 = -1636731.464266
  nChanged 93
		SP:Iteration 19Q (21506.030000 sec): 3 clusters
  Score: Raw -1639893.798050 + Penalty 3143.787887 = -1636750.010163
  nChanged 98
		SP:Iteration 20F (21506.270000 sec): 3 clusters
  Score: Raw -1639914.483934 + Penalty 3143.787887 = -1636770.696048
  nChanged 95
		SP:Iteration 21Q (21506.530000 sec): 3 clusters
  Score: Raw -1639935.927790 + Penalty 3143.787887 = -1636792.139904
  nChanged 95
		SP:Iteration 22Q (21506.750000 sec): 3 clusters
  Score: Raw -1639954.960802 + Penalty 3143.787887 = -1636811.172915
  nChanged 95
		SP:Iteration 23Q (21507.020000 sec): 3 clusters
  Score: Raw -1639975.125148 + Penalty 3143.787887 = -1636831.337261
  nChanged 112
		SP:Iteration 24Q (21507.280000 sec): 3 clusters
  Score: Raw -1640002.259538 + Penalty 3143.787887 = -1636858.471652
  nChanged 143
		SP:Iteration 25Q (21507.560000 sec): 3 clusters
  Score: Raw -1640033.958701 + Penalty 3143.787887 = -1636890.170814
  nChanged 127
		SP:Iteration 26Q (21507.810000 sec): 3 clusters
  Score: Raw -1640060.267713 + Penalty 3143.787887 = -1636916.479826
  nChanged 128
		SP:Iteration 27Q (21508.140000 sec): 3 clusters
  Score: Raw -1640087.681195 + Penalty 3143.787887 = -1636943.893309
  nChanged 150
		SP:Iteration 28Q (21508.360000 sec): 3 clusters
  Score: Raw -1640120.151388 + Penalty 3143.787887 = -1636976.363501
  nChanged 158
		SP:Iteration 29Q (21508.630000 sec): 3 clusters
  Score: Raw -1640152.437142 + Penalty 3143.787887 = -1637008.649256
  nChanged 147
		SP:Iteration 30Q (21508.830000 sec): 3 clusters
  Score: Raw -1640181.994191 + Penalty 3143.787887 = -1637038.206304
  nChanged 150
		SP:Iteration 31Q (21509.060000 sec): 3 clusters
  Score: Raw -1640213.431440 + Penalty 3143.787887 = -1637069.643554
  nChanged 153
		SP:Iteration 32Q (21509.310000 sec): 3 clusters
  Score: Raw -1640247.722861 + Penalty 3143.787887 = -1637103.934974
  nChanged 154
		SP:Iteration 33Q (21509.550000 sec): 3 clusters
  Score: Raw -1640281.684839 + Penalty 3143.787887 = -1637137.896953
  nChanged 169
		SP:Iteration 34Q (21509.810000 sec): 3 clusters
  Score: Raw -1640320.858010 + Penalty 3143.787887 = -1637177.070123
  nChanged 162
		SP:Iteration 35Q (21510.030000 sec): 3 clusters
  Score: Raw -1640361.367880 + Penalty 3143.787887 = -1637217.579993
  nChanged 190
		SP:Iteration 36Q (21510.280000 sec): 3 clusters
  Score: Raw -1640415.959224 + Penalty 3143.787887 = -1637272.171338
  nChanged 195
		SP:Iteration 37Q (21510.550000 sec): 3 clusters
  Score: Raw -1640478.273407 + Penalty 3143.787887 = -1637334.485521
  nChanged 209
		SP:Iteration 38Q (21510.810000 sec): 3 clusters
  Score: Raw -1640559.803015 + Penalty 3143.787887 = -1637416.015128
  nChanged 229
		SP:Iteration 39Q (21511.140000 sec): 3 clusters
  Score: Raw -1640660.186285 + Penalty 3143.787887 = -1637516.398398
  nChanged 222
		SP:Iteration 40F (21511.390000 sec): 3 clusters
  Score: Raw -1640760.285504 + Penalty 3143.787887 = -1637616.497618
  nChanged 218
		SP:Iteration 41Q (21511.630000 sec): 3 clusters
  Score: Raw -1640850.932532 + Penalty 3143.787887 = -1637707.144645
  nChanged 213
		SP:Iteration 42Q (21511.910000 sec): 3 clusters
  Score: Raw -1640942.152213 + Penalty 3143.787887 = -1637798.364326
  nChanged 204
		SP:Iteration 43Q (21512.150000 sec): 3 clusters
  Score: Raw -1641039.674955 + Penalty 3143.787887 = -1637895.887068
  nChanged 209
		SP:Iteration 44Q (21512.390000 sec): 3 clusters
  Score: Raw -1641131.559617 + Penalty 3143.787887 = -1637987.771730
  nChanged 175
		SP:Iteration 45Q (21512.680000 sec): 3 clusters
  Score: Raw -1641188.075962 + Penalty 3143.787887 = -1638044.288076
  nChanged 137
		SP:Iteration 46Q (21512.940000 sec): 3 clusters
  Score: Raw -1641228.574979 + Penalty 3143.787887 = -1638084.787092
  nChanged 127
		SP:Iteration 47Q (21513.190000 sec): 3 clusters
  Score: Raw -1641265.640246 + Penalty 3143.787887 = -1638121.852359
  nChanged 124
		SP:Iteration 48Q (21513.500000 sec): 3 clusters
  Score: Raw -1641301.773316 + Penalty 3143.787887 = -1638157.985430
  nChanged 124
		SP:Iteration 49Q (21513.720000 sec): 3 clusters
  Score: Raw -1641336.783618 + Penalty 3143.787887 = -1638192.995732
  nChanged 101
		SP:Iteration 50Q (21514.030000 sec): 3 clusters
  Score: Raw -1641358.467952 + Penalty 3143.787887 = -1638214.680065
  nChanged 74
		SP:Iteration 51Q (21514.250000 sec): 3 clusters
  Score: Raw -1641373.218377 + Penalty 3143.787887 = -1638229.430490
  nChanged 71
		SP:Iteration 52Q (21514.490000 sec): 3 clusters
  Score: Raw -1641387.303816 + Penalty 3143.787887 = -1638243.515929
  nChanged 60
		SP:Iteration 53Q (21514.750000 sec): 3 clusters
  Score: Raw -1641397.093937 + Penalty 3143.787887 = -1638253.306050
  nChanged 42
		SP:Iteration 54Q (21514.990000 sec): 3 clusters
  Score: Raw -1641404.626946 + Penalty 3143.787887 = -1638260.839060
  nChanged 46
		SP:Iteration 55Q (21515.250000 sec): 3 clusters
  Score: Raw -1641412.559983 + Penalty 3143.787887 = -1638268.772096
  nChanged 41
		SP:Iteration 56Q (21515.530000 sec): 3 clusters
  Score: Raw -1641419.349895 + Penalty 3143.787887 = -1638275.562009
  nChanged 32
		SP:Iteration 57Q (21515.780000 sec): 3 clusters
  Score: Raw -1641424.272372 + Penalty 3143.787887 = -1638280.484485
  nChanged 30
		SP:Iteration 58Q (21516.050000 sec): 3 clusters
  Score: Raw -1641428.397649 + Penalty 3143.787887 = -1638284.609763
  nChanged 20
		SP:Iteration 59Q (21516.330000 sec): 3 clusters
  Score: Raw -1641430.796751 + Penalty 3143.787887 = -1638287.008864
  nChanged 14
		SP:Iteration 60F (21516.560000 sec): 3 clusters
  Score: Raw -1641432.818113 + Penalty 3143.787887 = -1638289.030227
  nChanged 16
		SP:Iteration 61Q (21516.830000 sec): 3 clusters
  Score: Raw -1641434.915534 + Penalty 3143.787887 = -1638291.127647
  nChanged 12
		SP:Iteration 62Q (21517.040000 sec): 3 clusters
  Score: Raw -1641436.326962 + Penalty 3143.787887 = -1638292.539076
  nChanged 13
		SP:Iteration 63Q (21517.320000 sec): 3 clusters
  Score: Raw -1641438.003680 + Penalty 3143.787887 = -1638294.215793
  nChanged 8
		SP:Iteration 64Q (21517.580000 sec): 3 clusters
  Score: Raw -1641438.826252 + Penalty 3143.787887 = -1638295.038366
  nChanged 5
		SP:Iteration 65Q (21517.830000 sec): 3 clusters
  Score: Raw -1641439.533325 + Penalty 3143.787887 = -1638295.745439
  nChanged 6
		SP:Iteration 66Q (21518.090000 sec): 3 clusters
  Score: Raw -1641440.359156 + Penalty 3143.787887 = -1638296.571270
  nChanged 6
		SP:Iteration 67Q (21518.340000 sec): 3 clusters
  Score: Raw -1641440.871868 + Penalty 3143.787887 = -1638297.083981
  nChanged 9
		SP:Iteration 68Q (21518.550000 sec): 3 clusters
  Score: Raw -1641442.096889 + Penalty 3143.787887 = -1638298.309002
  nChanged 12
		SP:Iteration 69Q (21518.790000 sec): 3 clusters
  Score: Raw -1641443.875708 + Penalty 3143.787887 = -1638300.087822
  nChanged 13
		SP:Iteration 70Q (21519.070000 sec): 3 clusters
  Score: Raw -1641445.709855 + Penalty 3143.787887 = -1638301.921969
  nChanged 13
		SP:Iteration 71Q (21519.370000 sec): 3 clusters
  Score: Raw -1641447.579978 + Penalty 3143.787887 = -1638303.792092
  nChanged 15
		SP:Iteration 72Q (21519.650000 sec): 3 clusters
  Score: Raw -1641449.326084 + Penalty 3143.787887 = -1638305.538198
  nChanged 8
		SP:Iteration 73Q (21519.860000 sec): 3 clusters
  Score: Raw -1641450.472404 + Penalty 3143.787887 = -1638306.684518
  nChanged 18
		SP:Iteration 74Q (21520.140000 sec): 3 clusters
  Score: Raw -1641452.593638 + Penalty 3143.787887 = -1638308.805751
  nChanged 13
		SP:Iteration 75Q (21520.410000 sec): 3 clusters
  Score: Raw -1641454.388588 + Penalty 3143.787887 = -1638310.600702
  nChanged 8
		SP:Iteration 76Q (21520.670000 sec): 3 clusters
  Score: Raw -1641455.360886 + Penalty 3143.787887 = -1638311.572999
  nChanged 7
		SP:Iteration 77Q (21520.930000 sec): 3 clusters
  Score: Raw -1641456.543461 + Penalty 3143.787887 = -1638312.755575
  nChanged 9
		SP:Iteration 78Q (21521.140000 sec): 3 clusters
  Score: Raw -1641457.443993 + Penalty 3143.787887 = -1638313.656107
  nChanged 5
		SP:Iteration 79Q (21521.370000 sec): 3 clusters
  Score: Raw -1641457.943660 + Penalty 3143.787887 = -1638314.155773
  nChanged 4
		SP:Iteration 80F (21521.670000 sec): 3 clusters
  Score: Raw -1641458.376459 + Penalty 3143.787887 = -1638314.588573
  nChanged 5
		SP:Iteration 81Q (21521.890000 sec): 3 clusters
  Score: Raw -1641459.106777 + Penalty 3143.787887 = -1638315.318890
  nChanged 3
		SP:Iteration 82Q (21522.190000 sec): 3 clusters
  Score: Raw -1641459.344385 + Penalty 3143.787887 = -1638315.556499
  nChanged 2
		SP:Iteration 83Q (21522.390000 sec): 3 clusters
  Score: Raw -1641459.603350 + Penalty 3143.787887 = -1638315.815464
  nChanged 3
		SP:Iteration 84Q (21522.660000 sec): 3 clusters
  Score: Raw -1641459.902945 + Penalty 3143.787887 = -1638316.115059
  nChanged 1
		SP:Iteration 85Q (21522.890000 sec): 3 clusters
  Score: Raw -1641460.003194 + Penalty 3143.787887 = -1638316.215307
  nChanged 1
		SP:Iteration 86Q (21523.200000 sec): 3 clusters
  Score: Raw -1641460.114975 + Penalty 3143.787887 = -1638316.327088
  nChanged 1
		SP:Iteration 87Q (21523.440000 sec): 3 clusters
  Score: Raw -1641460.175121 + Penalty 3143.787887 = -1638316.387234
  nChanged 0
		SP:Iteration 88F (21523.680000 sec): 3 clusters
  Score: Raw -1641460.175121 + Penalty 3143.787887 = -1638316.387234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (48823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21524.020000 sec): 2 clusters
  Score: Raw -5247077.205988 + Penalty 1754.342979 = -5245322.863010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21524.460000 sec): 3 clusters
  Score: Raw -5216264.855848 + Penalty 3508.685957 = -5212756.169891
  nChanged 22817
		SP:Iteration 1F (21524.900000 sec): 3 clusters
  Score: Raw -5228976.076671 + Penalty 3508.685957 = -5225467.390713
  nChanged 1792
		SP:Iteration 2Q (21525.350000 sec): 3 clusters
  Score: Raw -5229484.563914 + Penalty 3508.685957 = -5225975.877957
  nChanged 1933
		SP:Iteration 3Q (21525.840000 sec): 3 clusters
  Score: Raw -5230166.661521 + Penalty 3508.685957 = -5226657.975563
  nChanged 2313
		SP:Iteration 4Q (21526.290000 sec): 3 clusters
  Score: Raw -5231219.394451 + Penalty 3508.685957 = -5227710.708494
  nChanged 2945
		SP:Iteration 5F (21526.730000 sec): 3 clusters
  Score: Raw -5232946.518715 + Penalty 3508.685957 = -5229437.832758
  nChanged 3771
		SP:Iteration 6F (21527.180000 sec): 3 clusters
  Score: Raw -5235788.865329 + Penalty 3508.685957 = -5232280.179371
  nChanged 4302
		SP:Iteration 7F (21527.540000 sec): 3 clusters
  Score: Raw -5239730.697684 + Penalty 3508.685957 = -5236222.011727
  nChanged 3838
		SP:Iteration 8F (21527.950000 sec): 3 clusters
  Score: Raw -5243614.313281 + Penalty 3508.685957 = -5240105.627323
  nChanged 2262
		SP:Iteration 9Q (21528.370000 sec): 3 clusters
  Score: Raw -5245891.962967 + Penalty 3508.685957 = -5242383.277009
  nChanged 888
		SP:Iteration 10Q (21528.800000 sec): 3 clusters
  Score: Raw -5246757.832622 + Penalty 3508.685957 = -5243249.146664
  nChanged 282
		SP:Iteration 11Q (21529.150000 sec): 3 clusters
  Score: Raw -5247078.003077 + Penalty 3508.685957 = -5243569.317119
  nChanged 79
		SP:Iteration 12Q (21529.540000 sec): 3 clusters
  Score: Raw -5247184.063678 + Penalty 3508.685957 = -5243675.377720
  nChanged 32
		SP:Iteration 13Q (21530.000000 sec): 3 clusters
  Score: Raw -5247232.582842 + Penalty 3508.685957 = -5243723.896885
  nChanged 16
		SP:Iteration 14Q (21530.320000 sec): 3 clusters
  Score: Raw -5247260.808665 + Penalty 3508.685957 = -5243752.122707
  nChanged 18
		SP:Iteration 15Q (21530.700000 sec): 3 clusters
  Score: Raw -5247288.608667 + Penalty 3508.685957 = -5243779.922710
  nChanged 7
		SP:Iteration 16Q (21531.100000 sec): 3 clusters
  Score: Raw -5247297.791778 + Penalty 3508.685957 = -5243789.105820
  nChanged 3
		SP:Iteration 17Q (21531.510000 sec): 3 clusters
  Score: Raw -5247303.677778 + Penalty 3508.685957 = -5243794.991821
  nChanged 2
		SP:Iteration 18Q (21531.810000 sec): 3 clusters
  Score: Raw -5247305.932020 + Penalty 3508.685957 = -5243797.246062
  nChanged 1
		SP:Iteration 19Q (21532.160000 sec): 3 clusters
  Score: Raw -5247307.320981 + Penalty 3508.685957 = -5243798.635023
  nChanged 1
		SP:Iteration 20F (21532.620000 sec): 3 clusters
  Score: Raw -5247309.284926 + Penalty 3508.685957 = -5243800.598968
  nChanged 1
		SP:Iteration 21Q (21533.020000 sec): 3 clusters
  Score: Raw -5247310.447480 + Penalty 3508.685957 = -5243801.761523
  nChanged 1
		SP:Iteration 22Q (21533.420000 sec): 3 clusters
  Score: Raw -5247311.158843 + Penalty 3508.685957 = -5243802.472886
  nChanged 0
		SP:Iteration 23F (21533.880000 sec): 3 clusters
  Score: Raw -5247311.158843 + Penalty 3508.685957 = -5243802.472886
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21534.040000 sec): 2 clusters
  Score: Raw -310445.842699 + Penalty 1311.573013 = -309134.269686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21534.210000 sec): 3 clusters
  Score: Raw -308935.750184 + Penalty 2623.146025 = -306312.604159
  nChanged 1235
		SP:Iteration 1F (21534.410000 sec): 3 clusters
  Score: Raw -309716.245255 + Penalty 2623.146025 = -307093.099230
  nChanged 289
		SP:Iteration 2F (21534.600000 sec): 3 clusters
  Score: Raw -309952.287862 + Penalty 2623.146025 = -307329.141837
  nChanged 205
		SP:Iteration 3F (21534.770000 sec): 3 clusters
  Score: Raw -310141.215115 + Penalty 2623.146025 = -307518.069090
  nChanged 212
		SP:Iteration 4F (21535.000000 sec): 3 clusters
  Score: Raw -310362.911403 + Penalty 2623.146025 = -307739.765378
  nChanged 205
		SP:Iteration 5F (21535.200000 sec): 3 clusters
  Score: Raw -310556.945953 + Penalty 2623.146025 = -307933.799928
  nChanged 171
		SP:Iteration 6F (21535.390000 sec): 3 clusters
  Score: Raw -310726.804686 + Penalty 2623.146025 = -308103.658661
  nChanged 151
		SP:Iteration 7Q (21535.590000 sec): 3 clusters
  Score: Raw -310853.390253 + Penalty 2623.146025 = -308230.244228
  nChanged 118
		SP:Iteration 8Q (21535.770000 sec): 3 clusters
  Score: Raw -310954.291177 + Penalty 2623.146025 = -308331.145151
  nChanged 88
		SP:Iteration 9Q (21535.930000 sec): 3 clusters
  Score: Raw -311024.859959 + Penalty 2623.146025 = -308401.713933
  nChanged 65
		SP:Iteration 10Q (21536.150000 sec): 3 clusters
  Score: Raw -311071.027637 + Penalty 2623.146025 = -308447.881612
  nChanged 59
		SP:Iteration 11Q (21536.320000 sec): 3 clusters
  Score: Raw -311113.690160 + Penalty 2623.146025 = -308490.544135
  nChanged 47
		SP:Iteration 12Q (21536.550000 sec): 3 clusters
  Score: Raw -311153.551674 + Penalty 2623.146025 = -308530.405649
  nChanged 36
		SP:Iteration 13Q (21536.730000 sec): 3 clusters
  Score: Raw -311178.624856 + Penalty 2623.146025 = -308555.478831
  nChanged 35
		SP:Iteration 14Q (21536.930000 sec): 3 clusters
  Score: Raw -311204.805340 + Penalty 2623.146025 = -308581.659314
  nChanged 30
		SP:Iteration 15Q (21537.150000 sec): 3 clusters
  Score: Raw -311227.495703 + Penalty 2623.146025 = -308604.349678
  nChanged 22
		SP:Iteration 16Q (21537.320000 sec): 3 clusters
  Score: Raw -311242.031225 + Penalty 2623.146025 = -308618.885199
  nChanged 19
		SP:Iteration 17Q (21537.490000 sec): 3 clusters
  Score: Raw -311250.939145 + Penalty 2623.146025 = -308627.793119
  nChanged 12
		SP:Iteration 18Q (21537.690000 sec): 3 clusters
  Score: Raw -311257.458054 + Penalty 2623.146025 = -308634.312028
  nChanged 9
		SP:Iteration 19Q (21537.870000 sec): 3 clusters
  Score: Raw -311261.369761 + Penalty 2623.146025 = -308638.223736
  nChanged 8
		SP:Iteration 20F (21538.060000 sec): 3 clusters
  Score: Raw -311264.674494 + Penalty 2623.146025 = -308641.528469
  nChanged 6
		SP:Iteration 21Q (21538.230000 sec): 3 clusters
  Score: Raw -311266.821140 + Penalty 2623.146025 = -308643.675115
  nChanged 3
		SP:Iteration 22Q (21538.400000 sec): 3 clusters
  Score: Raw -311267.989410 + Penalty 2623.146025 = -308644.843384
  nChanged 2
		SP:Iteration 23Q (21538.610000 sec): 3 clusters
  Score: Raw -311268.681335 + Penalty 2623.146025 = -308645.535310
  nChanged 0
		SP:Iteration 24F (21538.750000 sec): 3 clusters
  Score: Raw -311268.681335 + Penalty 2623.146025 = -308645.535310
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21538.910000 sec): 2 clusters
  Score: Raw -352504.966091 + Penalty 1325.991332 = -351178.974759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21539.110000 sec): 3 clusters
  Score: Raw -350792.811494 + Penalty 2651.982663 = -348140.828831
  nChanged 1388
		SP:Iteration 1F (21539.290000 sec): 3 clusters
  Score: Raw -351627.299265 + Penalty 2651.982663 = -348975.316602
  nChanged 259
		SP:Iteration 2F (21539.510000 sec): 3 clusters
  Score: Raw -351787.436828 + Penalty 2651.982663 = -349135.454165
  nChanged 192
		SP:Iteration 3F (21539.690000 sec): 3 clusters
  Score: Raw -351904.885657 + Penalty 2651.982663 = -349252.902993
  nChanged 147
		SP:Iteration 4Q (21539.920000 sec): 3 clusters
  Score: Raw -352001.405138 + Penalty 2651.982663 = -349349.422475
  nChanged 151
		SP:Iteration 5Q (21540.130000 sec): 3 clusters
  Score: Raw -352130.740553 + Penalty 2651.982663 = -349478.757890
  nChanged 155
		SP:Iteration 6Q (21540.330000 sec): 3 clusters
  Score: Raw -352256.781083 + Penalty 2651.982663 = -349604.798420
  nChanged 163
		SP:Iteration 7Q (21540.540000 sec): 3 clusters
  Score: Raw -352384.375327 + Penalty 2651.982663 = -349732.392664
  nChanged 148
		SP:Iteration 8Q (21540.770000 sec): 3 clusters
  Score: Raw -352505.663589 + Penalty 2651.982663 = -349853.680925
  nChanged 152
		SP:Iteration 9Q (21540.960000 sec): 3 clusters
  Score: Raw -352634.022443 + Penalty 2651.982663 = -349982.039780
  nChanged 142
		SP:Iteration 10Q (21541.160000 sec): 3 clusters
  Score: Raw -352780.351060 + Penalty 2651.982663 = -350128.368397
  nChanged 135
		SP:Iteration 11Q (21541.330000 sec): 3 clusters
  Score: Raw -352916.617842 + Penalty 2651.982663 = -350264.635179
  nChanged 120
		SP:Iteration 12Q (21541.570000 sec): 3 clusters
  Score: Raw -353045.391124 + Penalty 2651.982663 = -350393.408460
  nChanged 109
		SP:Iteration 13Q (21541.730000 sec): 3 clusters
  Score: Raw -353114.257722 + Penalty 2651.982663 = -350462.275059
  nChanged 67
		SP:Iteration 14Q (21541.950000 sec): 3 clusters
  Score: Raw -353147.467226 + Penalty 2651.982663 = -350495.484563
  nChanged 43
		SP:Iteration 15Q (21542.120000 sec): 3 clusters
  Score: Raw -353168.065938 + Penalty 2651.982663 = -350516.083275
  nChanged 39
		SP:Iteration 16Q (21542.350000 sec): 3 clusters
  Score: Raw -353182.004200 + Penalty 2651.982663 = -350530.021537
  nChanged 35
		SP:Iteration 17Q (21542.510000 sec): 3 clusters
  Score: Raw -353192.694595 + Penalty 2651.982663 = -350540.711932
  nChanged 23
		SP:Iteration 18Q (21542.690000 sec): 3 clusters
  Score: Raw -353199.132454 + Penalty 2651.982663 = -350547.149791
  nChanged 12
		SP:Iteration 19Q (21542.840000 sec): 3 clusters
  Score: Raw -353203.154959 + Penalty 2651.982663 = -350551.172296
  nChanged 12
		SP:Iteration 20F (21542.990000 sec): 3 clusters
  Score: Raw -353206.745875 + Penalty 2651.982663 = -350554.763212
  nChanged 10
		SP:Iteration 21Q (21543.160000 sec): 3 clusters
  Score: Raw -353209.638197 + Penalty 2651.982663 = -350557.655534
  nChanged 8
		SP:Iteration 22Q (21543.330000 sec): 3 clusters
  Score: Raw -353211.661253 + Penalty 2651.982663 = -350559.678590
  nChanged 8
		SP:Iteration 23Q (21543.460000 sec): 3 clusters
  Score: Raw -353215.914318 + Penalty 2651.982663 = -350563.931655
  nChanged 12
		SP:Iteration 24Q (21543.590000 sec): 3 clusters
  Score: Raw -353220.135224 + Penalty 2651.982663 = -350568.152561
  nChanged 11
		SP:Iteration 25Q (21543.770000 sec): 3 clusters
  Score: Raw -353222.646289 + Penalty 2651.982663 = -350570.663626
  nChanged 4
		SP:Iteration 26Q (21543.900000 sec): 3 clusters
  Score: Raw -353224.189389 + Penalty 2651.982663 = -350572.206726
  nChanged 1
		SP:Iteration 27Q (21544.090000 sec): 3 clusters
  Score: Raw -353224.605028 + Penalty 2651.982663 = -350572.622365
  nChanged 1
		SP:Iteration 28Q (21544.230000 sec): 3 clusters
  Score: Raw -353224.847962 + Penalty 2651.982663 = -350572.865299
  nChanged 0
		SP:Iteration 29F (21544.380000 sec): 3 clusters
  Score: Raw -353224.847962 + Penalty 2651.982663 = -350572.865299
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (112905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21544.970000 sec): 2 clusters
  Score: Raw -11647281.108567 + Penalty 1890.574081 = -11645390.534486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21545.700000 sec): 3 clusters
  Score: Raw -11573654.448182 + Penalty 3781.148162 = -11569873.300020
  nChanged 54088
		SP:Iteration 1F (21546.360000 sec): 3 clusters
  Score: Raw -11604929.411306 + Penalty 3781.148162 = -11601148.263144
  nChanged 3805
		SP:Iteration 2Q (21547.110000 sec): 3 clusters
  Score: Raw -11606005.842564 + Penalty 3781.148162 = -11602224.694402
  nChanged 4190
		SP:Iteration 3Q (21547.850000 sec): 3 clusters
  Score: Raw -11607500.857591 + Penalty 3781.148162 = -11603719.709429
  nChanged 4767
		SP:Iteration 4Q (21548.450000 sec): 3 clusters
  Score: Raw -11609740.788886 + Penalty 3781.148162 = -11605959.640724
  nChanged 5493
		SP:Iteration 5Q (21549.110000 sec): 3 clusters
  Score: Raw -11612880.238992 + Penalty 3781.148162 = -11609099.090830
  nChanged 6212
		SP:Iteration 6F (21549.810000 sec): 3 clusters
  Score: Raw -11616740.766027 + Penalty 3781.148162 = -11612959.617865
  nChanged 6664
		SP:Iteration 7F (21550.450000 sec): 3 clusters
  Score: Raw -11621136.087273 + Penalty 3781.148162 = -11617354.939111
  nChanged 6574
		SP:Iteration 8F (21551.110000 sec): 3 clusters
  Score: Raw -11625675.485777 + Penalty 3781.148162 = -11621894.337615
  nChanged 6053
		SP:Iteration 9F (21551.750000 sec): 3 clusters
  Score: Raw -11629580.426019 + Penalty 3781.148162 = -11625799.277857
  nChanged 4856
		SP:Iteration 10Q (21552.360000 sec): 3 clusters
  Score: Raw -11632294.242665 + Penalty 3781.148162 = -11628513.094504
  nChanged 3678
		SP:Iteration 11Q (21552.950000 sec): 3 clusters
  Score: Raw -11634023.176769 + Penalty 3781.148162 = -11630242.028608
  nChanged 2985
		SP:Iteration 12Q (21553.690000 sec): 3 clusters
  Score: Raw -11635347.037496 + Penalty 3781.148162 = -11631565.889334
  nChanged 2667
		SP:Iteration 13Q (21554.430000 sec): 3 clusters
  Score: Raw -11636564.507834 + Penalty 3781.148162 = -11632783.359672
  nChanged 2588
		SP:Iteration 14Q (21555.160000 sec): 3 clusters
  Score: Raw -11637797.710954 + Penalty 3781.148162 = -11634016.562792
  nChanged 2564
		SP:Iteration 15Q (21555.840000 sec): 3 clusters
  Score: Raw -11639106.371539 + Penalty 3781.148162 = -11635325.223377
  nChanged 2534
		SP:Iteration 16Q (21556.500000 sec): 3 clusters
  Score: Raw -11640536.114822 + Penalty 3781.148162 = -11636754.966660
  nChanged 2384
		SP:Iteration 17Q (21557.120000 sec): 3 clusters
  Score: Raw -11641970.584247 + Penalty 3781.148162 = -11638189.436086
  nChanged 2111
		SP:Iteration 18Q (21557.720000 sec): 3 clusters
  Score: Raw -11643301.666077 + Penalty 3781.148162 = -11639520.517915
  nChanged 1811
		SP:Iteration 19Q (21558.400000 sec): 3 clusters
  Score: Raw -11644448.843913 + Penalty 3781.148162 = -11640667.695751
  nChanged 1463
		SP:Iteration 20F (21559.020000 sec): 3 clusters
  Score: Raw -11645362.586659 + Penalty 3781.148162 = -11641581.438498
  nChanged 1119
		SP:Iteration 21Q (21559.600000 sec): 3 clusters
  Score: Raw -11646081.018551 + Penalty 3781.148162 = -11642299.870389
  nChanged 796
		SP:Iteration 22Q (21560.150000 sec): 3 clusters
  Score: Raw -11646572.919843 + Penalty 3781.148162 = -11642791.771681
  nChanged 529
		SP:Iteration 23Q (21560.770000 sec): 3 clusters
  Score: Raw -11646897.716011 + Penalty 3781.148162 = -11643116.567849
  nChanged 346
		SP:Iteration 24Q (21561.410000 sec): 3 clusters
  Score: Raw -11647113.492837 + Penalty 3781.148162 = -11643332.344675
  nChanged 221
		SP:Iteration 25Q (21562.070000 sec): 3 clusters
  Score: Raw -11647251.991833 + Penalty 3781.148162 = -11643470.843671
  nChanged 144
		SP:Iteration 26Q (21562.670000 sec): 3 clusters
  Score: Raw -11647346.254873 + Penalty 3781.148162 = -11643565.106711
  nChanged 86
		SP:Iteration 27Q (21563.240000 sec): 3 clusters
  Score: Raw -11647405.200932 + Penalty 3781.148162 = -11643624.052771
  nChanged 65
		SP:Iteration 28Q (21563.810000 sec): 3 clusters
  Score: Raw -11647447.428177 + Penalty 3781.148162 = -11643666.280015
  nChanged 43
		SP:Iteration 29Q (21564.350000 sec): 3 clusters
  Score: Raw -11647481.033011 + Penalty 3781.148162 = -11643699.884849
  nChanged 41
		SP:Iteration 30Q (21564.920000 sec): 3 clusters
  Score: Raw -11647512.689423 + Penalty 3781.148162 = -11643731.541262
  nChanged 29
		SP:Iteration 31Q (21565.470000 sec): 3 clusters
  Score: Raw -11647538.109790 + Penalty 3781.148162 = -11643756.961629
  nChanged 30
		SP:Iteration 32Q (21566.120000 sec): 3 clusters
  Score: Raw -11647562.345357 + Penalty 3781.148162 = -11643781.197195
  nChanged 10
		SP:Iteration 33Q (21566.740000 sec): 3 clusters
  Score: Raw -11647569.028719 + Penalty 3781.148162 = -11643787.880557
  nChanged 6
		SP:Iteration 34Q (21567.360000 sec): 3 clusters
  Score: Raw -11647573.263603 + Penalty 3781.148162 = -11643792.115441
  nChanged 1
		SP:Iteration 35Q (21567.940000 sec): 3 clusters
  Score: Raw -11647573.585894 + Penalty 3781.148162 = -11643792.437732
  nChanged 0
		SP:Iteration 36F (21568.570000 sec): 3 clusters
  Score: Raw -11647573.585894 + Penalty 3781.148162 = -11643792.437732
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21568.710000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21568.920000 sec): 3 clusters
  Score: Raw -21116.797039 + Penalty 1770.189646 = -19346.607394
  nChanged 36
		SP:Iteration 1F (21569.070000 sec): 3 clusters
  Score: Raw -21195.392607 + Penalty 1770.189646 = -19425.202961
  nChanged 10
		SP:Iteration 2Q (21569.280000 sec): 3 clusters
  Score: Raw -21232.834667 + Penalty 1770.189646 = -19462.645021
  nChanged 6
		SP:Iteration 3Q (21569.440000 sec): 3 clusters
  Score: Raw -21251.095826 + Penalty 1770.189646 = -19480.906180
  nChanged 2
		SP:Iteration 4Q (21569.620000 sec): 3 clusters
  Score: Raw -21256.071934 + Penalty 1770.189646 = -19485.882288
  nChanged 0
		SP:Iteration 5F (21569.820000 sec): 3 clusters
  Score: Raw -21256.071934 + Penalty 1770.189646 = -19485.882288
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21569.940000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21570.160000 sec): 3 clusters
  Score: Raw -147874.300123 + Penalty 2342.554458 = -145531.745664
  nChanged 470
		SP:Iteration 1F (21570.380000 sec): 3 clusters
  Score: Raw -148239.332184 + Penalty 2342.554458 = -145896.777725
  nChanged 110
		SP:Iteration 2F (21570.540000 sec): 3 clusters
  Score: Raw -148360.531855 + Penalty 2342.554458 = -146017.977396
  nChanged 95
		SP:Iteration 3F (21570.740000 sec): 3 clusters
  Score: Raw -148488.770453 + Penalty 2342.554458 = -146146.215994
  nChanged 77
		SP:Iteration 4F (21570.910000 sec): 3 clusters
  Score: Raw -148594.766928 + Penalty 2342.554458 = -146252.212469
  nChanged 54
		SP:Iteration 5Q (21571.120000 sec): 3 clusters
  Score: Raw -148661.842790 + Penalty 2342.554458 = -146319.288332
  nChanged 38
		SP:Iteration 6Q (21571.310000 sec): 3 clusters
  Score: Raw -148703.322413 + Penalty 2342.554458 = -146360.767955
  nChanged 24
		SP:Iteration 7Q (21571.540000 sec): 3 clusters
  Score: Raw -148730.437301 + Penalty 2342.554458 = -146387.882843
  nChanged 14
		SP:Iteration 8Q (21571.700000 sec): 3 clusters
  Score: Raw -148743.935638 + Penalty 2342.554458 = -146401.381179
  nChanged 9
		SP:Iteration 9Q (21571.900000 sec): 3 clusters
  Score: Raw -148754.306688 + Penalty 2342.554458 = -146411.752229
  nChanged 9
		SP:Iteration 10Q (21572.130000 sec): 3 clusters
  Score: Raw -148776.692552 + Penalty 2342.554458 = -146434.138094
  nChanged 12
		SP:Iteration 11Q (21572.340000 sec): 3 clusters
  Score: Raw -148797.023993 + Penalty 2342.554458 = -146454.469535
  nChanged 9
		SP:Iteration 12Q (21572.530000 sec): 3 clusters
  Score: Raw -148805.724479 + Penalty 2342.554458 = -146463.170020
  nChanged 9
		SP:Iteration 13Q (21572.700000 sec): 3 clusters
  Score: Raw -148813.042837 + Penalty 2342.554458 = -146470.488379
  nChanged 5
		SP:Iteration 14Q (21572.920000 sec): 3 clusters
  Score: Raw -148816.479671 + Penalty 2342.554458 = -146473.925213
  nChanged 3
		SP:Iteration 15Q (21573.090000 sec): 3 clusters
  Score: Raw -148818.032792 + Penalty 2342.554458 = -146475.478334
  nChanged 0
		SP:Iteration 16F (21573.330000 sec): 3 clusters
  Score: Raw -148818.032792 + Penalty 2342.554458 = -146475.478334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21573.420000 sec): 2 clusters
  Score: Raw -1221699.138231 + Penalty 1525.193335 = -1220173.944896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21573.740000 sec): 3 clusters
  Score: Raw -1214872.513155 + Penalty 3050.386671 = -1211822.126484
  nChanged 5211
		SP:Iteration 1F (21573.960000 sec): 3 clusters
  Score: Raw -1217743.722714 + Penalty 3050.386671 = -1214693.336043
  nChanged 710
		SP:Iteration 2F (21574.190000 sec): 3 clusters
  Score: Raw -1218064.059783 + Penalty 3050.386671 = -1215013.673112
  nChanged 643
		SP:Iteration 3F (21574.420000 sec): 3 clusters
  Score: Raw -1218367.031471 + Penalty 3050.386671 = -1215316.644800
  nChanged 594
		SP:Iteration 4Q (21574.670000 sec): 3 clusters
  Score: Raw -1218667.073158 + Penalty 3050.386671 = -1215616.686487
  nChanged 588
		SP:Iteration 5Q (21574.940000 sec): 3 clusters
  Score: Raw -1218986.694450 + Penalty 3050.386671 = -1215936.307779
  nChanged 659
		SP:Iteration 6F (21575.110000 sec): 3 clusters
  Score: Raw -1219368.846711 + Penalty 3050.386671 = -1216318.460040
  nChanged 641
		SP:Iteration 7F (21575.340000 sec): 3 clusters
  Score: Raw -1219772.326296 + Penalty 3050.386671 = -1216721.939626
  nChanged 600
		SP:Iteration 8F (21575.570000 sec): 3 clusters
  Score: Raw -1220159.512663 + Penalty 3050.386671 = -1217109.125992
  nChanged 566
		SP:Iteration 9Q (21575.800000 sec): 3 clusters
  Score: Raw -1220514.193800 + Penalty 3050.386671 = -1217463.807129
  nChanged 458
		SP:Iteration 10Q (21576.070000 sec): 3 clusters
  Score: Raw -1220773.640123 + Penalty 3050.386671 = -1217723.253452
  nChanged 351
		SP:Iteration 11Q (21576.270000 sec): 3 clusters
  Score: Raw -1220968.053616 + Penalty 3050.386671 = -1217917.666945
  nChanged 277
		SP:Iteration 12Q (21576.540000 sec): 3 clusters
  Score: Raw -1221126.954834 + Penalty 3050.386671 = -1218076.568164
  nChanged 239
		SP:Iteration 13Q (21576.780000 sec): 3 clusters
  Score: Raw -1221261.854053 + Penalty 3050.386671 = -1218211.467383
  nChanged 217
		SP:Iteration 14Q (21577.010000 sec): 3 clusters
  Score: Raw -1221384.189274 + Penalty 3050.386671 = -1218333.802603
  nChanged 178
		SP:Iteration 15Q (21577.260000 sec): 3 clusters
  Score: Raw -1221489.534102 + Penalty 3050.386671 = -1218439.147431
  nChanged 158
		SP:Iteration 16Q (21577.520000 sec): 3 clusters
  Score: Raw -1221585.035816 + Penalty 3050.386671 = -1218534.649145
  nChanged 135
		SP:Iteration 17Q (21577.750000 sec): 3 clusters
  Score: Raw -1221662.371145 + Penalty 3050.386671 = -1218611.984474
  nChanged 102
		SP:Iteration 18Q (21577.950000 sec): 3 clusters
  Score: Raw -1221730.432054 + Penalty 3050.386671 = -1218680.045384
  nChanged 103
		SP:Iteration 19Q (21578.220000 sec): 3 clusters
  Score: Raw -1221799.642067 + Penalty 3050.386671 = -1218749.255396
  nChanged 75
		SP:Iteration 20F (21578.490000 sec): 3 clusters
  Score: Raw -1221851.223510 + Penalty 3050.386671 = -1218800.836839
  nChanged 64
		SP:Iteration 21Q (21578.740000 sec): 3 clusters
  Score: Raw -1221893.881121 + Penalty 3050.386671 = -1218843.494450
  nChanged 42
		SP:Iteration 22Q (21578.920000 sec): 3 clusters
  Score: Raw -1221920.279334 + Penalty 3050.386671 = -1218869.892663
  nChanged 35
		SP:Iteration 23Q (21579.180000 sec): 3 clusters
  Score: Raw -1221946.533200 + Penalty 3050.386671 = -1218896.146529
  nChanged 32
		SP:Iteration 24Q (21579.420000 sec): 3 clusters
  Score: Raw -1221973.385102 + Penalty 3050.386671 = -1218922.998431
  nChanged 20
		SP:Iteration 25Q (21579.680000 sec): 3 clusters
  Score: Raw -1221989.604177 + Penalty 3050.386671 = -1218939.217506
  nChanged 12
		SP:Iteration 26Q (21579.880000 sec): 3 clusters
  Score: Raw -1221996.426286 + Penalty 3050.386671 = -1218946.039615
  nChanged 5
		SP:Iteration 27Q (21580.100000 sec): 3 clusters
  Score: Raw -1222000.475379 + Penalty 3050.386671 = -1218950.088708
  nChanged 7
		SP:Iteration 28Q (21580.300000 sec): 3 clusters
  Score: Raw -1222005.734381 + Penalty 3050.386671 = -1218955.347710
  nChanged 9
		SP:Iteration 29Q (21580.530000 sec): 3 clusters
  Score: Raw -1222014.048151 + Penalty 3050.386671 = -1218963.661480
  nChanged 11
		SP:Iteration 30Q (21580.790000 sec): 3 clusters
  Score: Raw -1222020.663938 + Penalty 3050.386671 = -1218970.277267
  nChanged 5
		SP:Iteration 31Q (21581.010000 sec): 3 clusters
  Score: Raw -1222023.524378 + Penalty 3050.386671 = -1218973.137707
  nChanged 3
		SP:Iteration 32Q (21581.270000 sec): 3 clusters
  Score: Raw -1222026.517971 + Penalty 3050.386671 = -1218976.131300
  nChanged 4
		SP:Iteration 33Q (21581.480000 sec): 3 clusters
  Score: Raw -1222029.880390 + Penalty 3050.386671 = -1218979.493719
  nChanged 2
		SP:Iteration 34Q (21581.730000 sec): 3 clusters
  Score: Raw -1222031.480803 + Penalty 3050.386671 = -1218981.094132
  nChanged 5
		SP:Iteration 35Q (21581.950000 sec): 3 clusters
  Score: Raw -1222033.654161 + Penalty 3050.386671 = -1218983.267490
  nChanged 1
		SP:Iteration 36Q (21582.180000 sec): 3 clusters
  Score: Raw -1222034.527796 + Penalty 3050.386671 = -1218984.141125
  nChanged 3
		SP:Iteration 37Q (21582.420000 sec): 3 clusters
  Score: Raw -1222037.748637 + Penalty 3050.386671 = -1218987.361967
  nChanged 3
		SP:Iteration 38Q (21582.660000 sec): 3 clusters
  Score: Raw -1222039.364669 + Penalty 3050.386671 = -1218988.977998
  nChanged 1
		SP:Iteration 39Q (21582.920000 sec): 3 clusters
  Score: Raw -1222040.033137 + Penalty 3050.386671 = -1218989.646466
  nChanged 2
		SP:Iteration 40F (21583.180000 sec): 3 clusters
  Score: Raw -1222042.383067 + Penalty 3050.386671 = -1218991.996396
  nChanged 2
		SP:Iteration 41Q (21583.420000 sec): 3 clusters
  Score: Raw -1222043.310371 + Penalty 3050.386671 = -1218992.923700
  nChanged 2
		SP:Iteration 42Q (21583.700000 sec): 3 clusters
  Score: Raw -1222044.982660 + Penalty 3050.386671 = -1218994.595989
  nChanged 3
		SP:Iteration 43Q (21583.980000 sec): 3 clusters
  Score: Raw -1222046.903884 + Penalty 3050.386671 = -1218996.517213
  nChanged 4
		SP:Iteration 44Q (21584.230000 sec): 3 clusters
  Score: Raw -1222049.346663 + Penalty 3050.386671 = -1218998.959992
  nChanged 3
		SP:Iteration 45Q (21584.480000 sec): 3 clusters
  Score: Raw -1222052.654435 + Penalty 3050.386671 = -1219002.267764
  nChanged 7
		SP:Iteration 46Q (21584.770000 sec): 3 clusters
  Score: Raw -1222058.535764 + Penalty 3050.386671 = -1219008.149093
  nChanged 7
		SP:Iteration 47Q (21584.980000 sec): 3 clusters
  Score: Raw -1222063.853168 + Penalty 3050.386671 = -1219013.466497
  nChanged 3
		SP:Iteration 48Q (21585.240000 sec): 3 clusters
  Score: Raw -1222065.849272 + Penalty 3050.386671 = -1219015.462601
  nChanged 0
		SP:Iteration 49F (21585.400000 sec): 3 clusters
  Score: Raw -1222065.849272 + Penalty 3050.386671 = -1219015.462601
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21585.600000 sec): 2 clusters
  Score: Raw -1953305.077415 + Penalty 1613.456057 = -1951691.621358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21585.900000 sec): 3 clusters
  Score: Raw -1940937.602874 + Penalty 3226.912113 = -1937710.690761
  nChanged 9330
		SP:Iteration 1F (21586.120000 sec): 3 clusters
  Score: Raw -1946222.153206 + Penalty 3226.912113 = -1942995.241093
  nChanged 1231
		SP:Iteration 2F (21586.420000 sec): 3 clusters
  Score: Raw -1946865.998499 + Penalty 3226.912113 = -1943639.086385
  nChanged 1239
		SP:Iteration 3F (21586.710000 sec): 3 clusters
  Score: Raw -1947507.234365 + Penalty 3226.912113 = -1944280.322252
  nChanged 1199
		SP:Iteration 4F (21586.990000 sec): 3 clusters
  Score: Raw -1948159.645160 + Penalty 3226.912113 = -1944932.733047
  nChanged 1154
		SP:Iteration 5F (21587.230000 sec): 3 clusters
  Score: Raw -1948786.819796 + Penalty 3226.912113 = -1945559.907682
  nChanged 1031
		SP:Iteration 6F (21587.510000 sec): 3 clusters
  Score: Raw -1949327.156683 + Penalty 3226.912113 = -1946100.244570
  nChanged 937
		SP:Iteration 7Q (21587.790000 sec): 3 clusters
  Score: Raw -1949789.688786 + Penalty 3226.912113 = -1946562.776672
  nChanged 823
		SP:Iteration 8Q (21588.100000 sec): 3 clusters
  Score: Raw -1950131.028740 + Penalty 3226.912113 = -1946904.116627
  nChanged 664
		SP:Iteration 9Q (21588.360000 sec): 3 clusters
  Score: Raw -1950386.165935 + Penalty 3226.912113 = -1947159.253822
  nChanged 559
		SP:Iteration 10Q (21588.690000 sec): 3 clusters
  Score: Raw -1950589.606612 + Penalty 3226.912113 = -1947362.694499
  nChanged 517
		SP:Iteration 11Q (21588.920000 sec): 3 clusters
  Score: Raw -1950766.927153 + Penalty 3226.912113 = -1947540.015039
  nChanged 452
		SP:Iteration 12Q (21589.220000 sec): 3 clusters
  Score: Raw -1950918.256957 + Penalty 3226.912113 = -1947691.344844
  nChanged 412
		SP:Iteration 13Q (21589.520000 sec): 3 clusters
  Score: Raw -1951047.358697 + Penalty 3226.912113 = -1947820.446584
  nChanged 377
		SP:Iteration 14Q (21589.770000 sec): 3 clusters
  Score: Raw -1951162.712251 + Penalty 3226.912113 = -1947935.800138
  nChanged 363
		SP:Iteration 15Q (21590.080000 sec): 3 clusters
  Score: Raw -1951279.465251 + Penalty 3226.912113 = -1948052.553137
  nChanged 336
		SP:Iteration 16Q (21590.340000 sec): 3 clusters
  Score: Raw -1951372.073754 + Penalty 3226.912113 = -1948145.161641
  nChanged 310
		SP:Iteration 17Q (21590.620000 sec): 3 clusters
  Score: Raw -1951451.841084 + Penalty 3226.912113 = -1948224.928971
  nChanged 272
		SP:Iteration 18Q (21590.890000 sec): 3 clusters
  Score: Raw -1951514.560411 + Penalty 3226.912113 = -1948287.648297
  nChanged 241
		SP:Iteration 19Q (21591.180000 sec): 3 clusters
  Score: Raw -1951565.345405 + Penalty 3226.912113 = -1948338.433291
  nChanged 198
		SP:Iteration 20F (21591.480000 sec): 3 clusters
  Score: Raw -1951602.661855 + Penalty 3226.912113 = -1948375.749742
  nChanged 172
		SP:Iteration 21Q (21591.760000 sec): 3 clusters
  Score: Raw -1951632.765374 + Penalty 3226.912113 = -1948405.853260
  nChanged 128
		SP:Iteration 22Q (21592.020000 sec): 3 clusters
  Score: Raw -1951651.629409 + Penalty 3226.912113 = -1948424.717295
  nChanged 112
		SP:Iteration 23Q (21592.300000 sec): 3 clusters
  Score: Raw -1951667.664399 + Penalty 3226.912113 = -1948440.752286
  nChanged 115
		SP:Iteration 24Q (21592.580000 sec): 3 clusters
  Score: Raw -1951686.051638 + Penalty 3226.912113 = -1948459.139525
  nChanged 102
		SP:Iteration 25Q (21592.850000 sec): 3 clusters
  Score: Raw -1951699.264801 + Penalty 3226.912113 = -1948472.352688
  nChanged 90
		SP:Iteration 26Q (21593.120000 sec): 3 clusters
  Score: Raw -1951710.605361 + Penalty 3226.912113 = -1948483.693248
  nChanged 80
		SP:Iteration 27Q (21593.390000 sec): 3 clusters
  Score: Raw -1951721.047355 + Penalty 3226.912113 = -1948494.135242
  nChanged 76
		SP:Iteration 28Q (21593.700000 sec): 3 clusters
  Score: Raw -1951730.129459 + Penalty 3226.912113 = -1948503.217346
  nChanged 74
		SP:Iteration 29Q (21593.990000 sec): 3 clusters
  Score: Raw -1951740.451283 + Penalty 3226.912113 = -1948513.539170
  nChanged 84
		SP:Iteration 30Q (21594.280000 sec): 3 clusters
  Score: Raw -1951752.413111 + Penalty 3226.912113 = -1948525.500998
  nChanged 87
		SP:Iteration 31Q (21594.580000 sec): 3 clusters
  Score: Raw -1951764.874947 + Penalty 3226.912113 = -1948537.962834
  nChanged 93
		SP:Iteration 32Q (21594.870000 sec): 3 clusters
  Score: Raw -1951777.779035 + Penalty 3226.912113 = -1948550.866922
  nChanged 82
		SP:Iteration 33Q (21595.180000 sec): 3 clusters
  Score: Raw -1951789.368150 + Penalty 3226.912113 = -1948562.456037
  nChanged 83
		SP:Iteration 34Q (21595.500000 sec): 3 clusters
  Score: Raw -1951800.236362 + Penalty 3226.912113 = -1948573.324249
  nChanged 83
		SP:Iteration 35Q (21595.840000 sec): 3 clusters
  Score: Raw -1951811.340474 + Penalty 3226.912113 = -1948584.428360
  nChanged 71
		SP:Iteration 36Q (21596.150000 sec): 3 clusters
  Score: Raw -1951820.212976 + Penalty 3226.912113 = -1948593.300863
  nChanged 70
		SP:Iteration 37Q (21596.500000 sec): 3 clusters
  Score: Raw -1951828.146176 + Penalty 3226.912113 = -1948601.234063
  nChanged 76
		SP:Iteration 38Q (21596.790000 sec): 3 clusters
  Score: Raw -1951838.315395 + Penalty 3226.912113 = -1948611.403282
  nChanged 81
		SP:Iteration 39Q (21597.100000 sec): 3 clusters
  Score: Raw -1951848.549205 + Penalty 3226.912113 = -1948621.637092
  nChanged 70
		SP:Iteration 40F (21597.360000 sec): 3 clusters
  Score: Raw -1951856.773564 + Penalty 3226.912113 = -1948629.861451
  nChanged 73
		SP:Iteration 41Q (21597.610000 sec): 3 clusters
  Score: Raw -1951865.645087 + Penalty 3226.912113 = -1948638.732974
  nChanged 71
		SP:Iteration 42Q (21597.880000 sec): 3 clusters
  Score: Raw -1951872.866194 + Penalty 3226.912113 = -1948645.954081
  nChanged 60
		SP:Iteration 43Q (21598.190000 sec): 3 clusters
  Score: Raw -1951878.542712 + Penalty 3226.912113 = -1948651.630598
  nChanged 51
		SP:Iteration 44Q (21598.430000 sec): 3 clusters
  Score: Raw -1951883.814810 + Penalty 3226.912113 = -1948656.902697
  nChanged 52
		SP:Iteration 45Q (21598.740000 sec): 3 clusters
  Score: Raw -1951889.052038 + Penalty 3226.912113 = -1948662.139924
  nChanged 54
		SP:Iteration 46Q (21599.060000 sec): 3 clusters
  Score: Raw -1951894.448272 + Penalty 3226.912113 = -1948667.536159
  nChanged 48
		SP:Iteration 47Q (21599.320000 sec): 3 clusters
  Score: Raw -1951899.472639 + Penalty 3226.912113 = -1948672.560525
  nChanged 52
		SP:Iteration 48Q (21599.590000 sec): 3 clusters
  Score: Raw -1951905.235011 + Penalty 3226.912113 = -1948678.322897
  nChanged 53
		SP:Iteration 49Q (21599.940000 sec): 3 clusters
  Score: Raw -1951912.439371 + Penalty 3226.912113 = -1948685.527257
  nChanged 63
		SP:Iteration 50Q (21600.230000 sec): 3 clusters
  Score: Raw -1951920.069589 + Penalty 3226.912113 = -1948693.157475
  nChanged 51
		SP:Iteration 51Q (21600.510000 sec): 3 clusters
  Score: Raw -1951925.702301 + Penalty 3226.912113 = -1948698.790188
  nChanged 57
		SP:Iteration 52Q (21600.760000 sec): 3 clusters
  Score: Raw -1951931.685812 + Penalty 3226.912113 = -1948704.773699
  nChanged 63
		SP:Iteration 53Q (21601.090000 sec): 3 clusters
  Score: Raw -1951938.529743 + Penalty 3226.912113 = -1948711.617630
  nChanged 62
		SP:Iteration 54Q (21601.390000 sec): 3 clusters
  Score: Raw -1951944.749679 + Penalty 3226.912113 = -1948717.837566
  nChanged 62
		SP:Iteration 55Q (21601.640000 sec): 3 clusters
  Score: Raw -1951950.667855 + Penalty 3226.912113 = -1948723.755741
  nChanged 52
		SP:Iteration 56Q (21601.920000 sec): 3 clusters
  Score: Raw -1951955.279187 + Penalty 3226.912113 = -1948728.367074
  nChanged 58
		SP:Iteration 57Q (21602.140000 sec): 3 clusters
  Score: Raw -1951962.279326 + Penalty 3226.912113 = -1948735.367213
  nChanged 66
		SP:Iteration 58Q (21602.400000 sec): 3 clusters
  Score: Raw -1951971.282205 + Penalty 3226.912113 = -1948744.370092
  nChanged 68
		SP:Iteration 59Q (21602.700000 sec): 3 clusters
  Score: Raw -1951980.048435 + Penalty 3226.912113 = -1948753.136321
  nChanged 69
		SP:Iteration 60F (21602.950000 sec): 3 clusters
  Score: Raw -1951988.948504 + Penalty 3226.912113 = -1948762.036391
  nChanged 66
		SP:Iteration 61Q (21603.180000 sec): 3 clusters
  Score: Raw -1951997.548468 + Penalty 3226.912113 = -1948770.636355
  nChanged 59
		SP:Iteration 62Q (21603.420000 sec): 3 clusters
  Score: Raw -1952004.704790 + Penalty 3226.912113 = -1948777.792677
  nChanged 67
		SP:Iteration 63Q (21603.720000 sec): 3 clusters
  Score: Raw -1952013.385400 + Penalty 3226.912113 = -1948786.473287
  nChanged 80
		SP:Iteration 64Q (21603.980000 sec): 3 clusters
  Score: Raw -1952023.865928 + Penalty 3226.912113 = -1948796.953815
  nChanged 79
		SP:Iteration 65Q (21604.300000 sec): 3 clusters
  Score: Raw -1952033.660107 + Penalty 3226.912113 = -1948806.747994
  nChanged 76
		SP:Iteration 66Q (21604.570000 sec): 3 clusters
  Score: Raw -1952043.242623 + Penalty 3226.912113 = -1948816.330509
  nChanged 73
		SP:Iteration 67Q (21604.880000 sec): 3 clusters
  Score: Raw -1952052.055444 + Penalty 3226.912113 = -1948825.143331
  nChanged 63
		SP:Iteration 68Q (21605.110000 sec): 3 clusters
  Score: Raw -1952059.131731 + Penalty 3226.912113 = -1948832.219617
  nChanged 63
		SP:Iteration 69Q (21605.400000 sec): 3 clusters
  Score: Raw -1952066.048023 + Penalty 3226.912113 = -1948839.135909
  nChanged 52
		SP:Iteration 70Q (21605.660000 sec): 3 clusters
  Score: Raw -1952071.991240 + Penalty 3226.912113 = -1948845.079126
  nChanged 56
		SP:Iteration 71Q (21605.940000 sec): 3 clusters
  Score: Raw -1952078.580515 + Penalty 3226.912113 = -1948851.668402
  nChanged 54
		SP:Iteration 72Q (21606.200000 sec): 3 clusters
  Score: Raw -1952085.413649 + Penalty 3226.912113 = -1948858.501536
  nChanged 62
		SP:Iteration 73Q (21606.490000 sec): 3 clusters
  Score: Raw -1952094.972684 + Penalty 3226.912113 = -1948868.060571
  nChanged 69
		SP:Iteration 74Q (21606.760000 sec): 3 clusters
  Score: Raw -1952105.851051 + Penalty 3226.912113 = -1948878.938937
  nChanged 73
		SP:Iteration 75Q (21607.070000 sec): 3 clusters
  Score: Raw -1952116.671565 + Penalty 3226.912113 = -1948889.759451
  nChanged 77
		SP:Iteration 76Q (21607.360000 sec): 3 clusters
  Score: Raw -1952129.153771 + Penalty 3226.912113 = -1948902.241657
  nChanged 72
		SP:Iteration 77Q (21607.640000 sec): 3 clusters
  Score: Raw -1952139.639720 + Penalty 3226.912113 = -1948912.727607
  nChanged 73
		SP:Iteration 78Q (21607.960000 sec): 3 clusters
  Score: Raw -1952150.693004 + Penalty 3226.912113 = -1948923.780891
  nChanged 76
		SP:Iteration 79Q (21608.270000 sec): 3 clusters
  Score: Raw -1952162.148227 + Penalty 3226.912113 = -1948935.236114
  nChanged 84
		SP:Iteration 80F (21608.560000 sec): 3 clusters
  Score: Raw -1952177.665092 + Penalty 3226.912113 = -1948950.752979
  nChanged 76
		SP:Iteration 81Q (21608.860000 sec): 3 clusters
  Score: Raw -1952189.351221 + Penalty 3226.912113 = -1948962.439108
  nChanged 77
		SP:Iteration 82Q (21609.150000 sec): 3 clusters
  Score: Raw -1952201.024086 + Penalty 3226.912113 = -1948974.111973
  nChanged 82
		SP:Iteration 83Q (21609.390000 sec): 3 clusters
  Score: Raw -1952214.864839 + Penalty 3226.912113 = -1948987.952726
  nChanged 93
		SP:Iteration 84Q (21609.700000 sec): 3 clusters
  Score: Raw -1952229.208790 + Penalty 3226.912113 = -1949002.296677
  nChanged 95
		SP:Iteration 85Q (21610.010000 sec): 3 clusters
  Score: Raw -1952248.347961 + Penalty 3226.912113 = -1949021.435848
  nChanged 99
		SP:Iteration 86Q (21610.320000 sec): 3 clusters
  Score: Raw -1952267.145720 + Penalty 3226.912113 = -1949040.233607
  nChanged 85
		SP:Iteration 87Q (21610.550000 sec): 3 clusters
  Score: Raw -1952286.925482 + Penalty 3226.912113 = -1949060.013368
  nChanged 106
		SP:Iteration 88Q (21610.860000 sec): 3 clusters
  Score: Raw -1952308.891770 + Penalty 3226.912113 = -1949081.979657
  nChanged 108
		SP:Iteration 89Q (21611.120000 sec): 3 clusters
  Score: Raw -1952330.665448 + Penalty 3226.912113 = -1949103.753335
  nChanged 108
		SP:Iteration 90Q (21611.400000 sec): 3 clusters
  Score: Raw -1952351.800116 + Penalty 3226.912113 = -1949124.888002
  nChanged 102
		SP:Iteration 91Q (21611.680000 sec): 3 clusters
  Score: Raw -1952368.702602 + Penalty 3226.912113 = -1949141.790488
  nChanged 94
		SP:Iteration 92Q (21611.950000 sec): 3 clusters
  Score: Raw -1952384.928868 + Penalty 3226.912113 = -1949158.016755
  nChanged 90
		SP:Iteration 93Q (21612.230000 sec): 3 clusters
  Score: Raw -1952403.231910 + Penalty 3226.912113 = -1949176.319797
  nChanged 117
		SP:Iteration 94Q (21612.510000 sec): 3 clusters
  Score: Raw -1952427.578261 + Penalty 3226.912113 = -1949200.666148
  nChanged 131
		SP:Iteration 95Q (21612.820000 sec): 3 clusters
  Score: Raw -1952454.110605 + Penalty 3226.912113 = -1949227.198492
  nChanged 134
		SP:Iteration 96Q (21613.090000 sec): 3 clusters
  Score: Raw -1952481.378017 + Penalty 3226.912113 = -1949254.465904
  nChanged 121
		SP:Iteration 97Q (21613.410000 sec): 3 clusters
  Score: Raw -1952506.916903 + Penalty 3226.912113 = -1949280.004789
  nChanged 111
		SP:Iteration 98Q (21613.710000 sec): 3 clusters
  Score: Raw -1952526.709022 + Penalty 3226.912113 = -1949299.796908
  nChanged 108
		SP:Iteration 99Q (21614.040000 sec): 3 clusters
  Score: Raw -1952546.152800 + Penalty 3226.912113 = -1949319.240687
  nChanged 104
		SP:Iteration 100F (21614.330000 sec): 3 clusters
  Score: Raw -1952563.947714 + Penalty 3226.912113 = -1949337.035601
  nChanged 109
		SP:Iteration 101Q (21614.630000 sec): 3 clusters
  Score: Raw -1952584.186076 + Penalty 3226.912113 = -1949357.273963
  nChanged 99
		SP:Iteration 102Q (21614.890000 sec): 3 clusters
  Score: Raw -1952601.779202 + Penalty 3226.912113 = -1949374.867089
  nChanged 90
		SP:Iteration 103Q (21615.190000 sec): 3 clusters
  Score: Raw -1952614.300343 + Penalty 3226.912113 = -1949387.388230
  nChanged 82
		SP:Iteration 104Q (21615.450000 sec): 3 clusters
  Score: Raw -1952628.830852 + Penalty 3226.912113 = -1949401.918739
  nChanged 91
		SP:Iteration 105Q (21615.770000 sec): 3 clusters
  Score: Raw -1952644.371899 + Penalty 3226.912113 = -1949417.459786
  nChanged 93
		SP:Iteration 106Q (21616.050000 sec): 3 clusters
  Score: Raw -1952658.893773 + Penalty 3226.912113 = -1949431.981660
  nChanged 88
		SP:Iteration 107Q (21616.330000 sec): 3 clusters
  Score: Raw -1952674.428292 + Penalty 3226.912113 = -1949447.516179
  nChanged 99
		SP:Iteration 108Q (21616.630000 sec): 3 clusters
  Score: Raw -1952693.328603 + Penalty 3226.912113 = -1949466.416489
  nChanged 99
		SP:Iteration 109Q (21616.960000 sec): 3 clusters
  Score: Raw -1952710.510487 + Penalty 3226.912113 = -1949483.598374
  nChanged 95
		SP:Iteration 110Q (21617.180000 sec): 3 clusters
  Score: Raw -1952728.818938 + Penalty 3226.912113 = -1949501.906825
  nChanged 98
		SP:Iteration 111Q (21617.440000 sec): 3 clusters
  Score: Raw -1952750.483755 + Penalty 3226.912113 = -1949523.571642
  nChanged 110
		SP:Iteration 112Q (21617.770000 sec): 3 clusters
  Score: Raw -1952774.380075 + Penalty 3226.912113 = -1949547.467962
  nChanged 116
		SP:Iteration 113Q (21618.030000 sec): 3 clusters
  Score: Raw -1952802.932582 + Penalty 3226.912113 = -1949576.020469
  nChanged 122
		SP:Iteration 114Q (21618.330000 sec): 3 clusters
  Score: Raw -1952834.307500 + Penalty 3226.912113 = -1949607.395387
  nChanged 125
		SP:Iteration 115Q (21618.580000 sec): 3 clusters
  Score: Raw -1952868.194462 + Penalty 3226.912113 = -1949641.282349
  nChanged 121
		SP:Iteration 116Q (21618.880000 sec): 3 clusters
  Score: Raw -1952904.157355 + Penalty 3226.912113 = -1949677.245242
  nChanged 137
		SP:Iteration 117Q (21619.130000 sec): 3 clusters
  Score: Raw -1952948.286041 + Penalty 3226.912113 = -1949721.373928
  nChanged 152
		SP:Iteration 118Q (21619.360000 sec): 3 clusters
  Score: Raw -1953001.567850 + Penalty 3226.912113 = -1949774.655737
  nChanged 157
		SP:Iteration 119Q (21619.640000 sec): 3 clusters
  Score: Raw -1953059.272191 + Penalty 3226.912113 = -1949832.360078
  nChanged 175
		SP:Iteration 120F (21619.920000 sec): 3 clusters
  Score: Raw -1953119.835116 + Penalty 3226.912113 = -1949892.923003
  nChanged 171
		SP:Iteration 121Q (21620.190000 sec): 3 clusters
  Score: Raw -1953185.617757 + Penalty 3226.912113 = -1949958.705644
  nChanged 172
		SP:Iteration 122Q (21620.450000 sec): 3 clusters
  Score: Raw -1953259.497645 + Penalty 3226.912113 = -1950032.585532
  nChanged 186
		SP:Iteration 123Q (21620.660000 sec): 3 clusters
  Score: Raw -1953334.324234 + Penalty 3226.912113 = -1950107.412120
  nChanged 175
		SP:Iteration 124Q (21620.910000 sec): 3 clusters
  Score: Raw -1953398.913105 + Penalty 3226.912113 = -1950172.000992
  nChanged 160
		SP:Iteration 125Q (21621.190000 sec): 3 clusters
  Score: Raw -1953454.698510 + Penalty 3226.912113 = -1950227.786396
  nChanged 138
		SP:Iteration 126Q (21621.500000 sec): 3 clusters
  Score: Raw -1953496.726503 + Penalty 3226.912113 = -1950269.814390
  nChanged 130
		SP:Iteration 127Q (21621.750000 sec): 3 clusters
  Score: Raw -1953531.148971 + Penalty 3226.912113 = -1950304.236858
  nChanged 113
		SP:Iteration 128Q (21622.020000 sec): 3 clusters
  Score: Raw -1953563.394801 + Penalty 3226.912113 = -1950336.482688
  nChanged 111
		SP:Iteration 129Q (21622.330000 sec): 3 clusters
  Score: Raw -1953592.914385 + Penalty 3226.912113 = -1950366.002272
  nChanged 101
		SP:Iteration 130Q (21622.590000 sec): 3 clusters
  Score: Raw -1953619.395773 + Penalty 3226.912113 = -1950392.483660
  nChanged 100
		SP:Iteration 131Q (21622.910000 sec): 3 clusters
  Score: Raw -1953646.321752 + Penalty 3226.912113 = -1950419.409638
  nChanged 93
		SP:Iteration 132Q (21623.190000 sec): 3 clusters
  Score: Raw -1953668.329576 + Penalty 3226.912113 = -1950441.417462
  nChanged 87
		SP:Iteration 133Q (21623.450000 sec): 3 clusters
  Score: Raw -1953691.732522 + Penalty 3226.912113 = -1950464.820409
  nChanged 90
		SP:Iteration 134Q (21623.700000 sec): 3 clusters
  Score: Raw -1953714.317543 + Penalty 3226.912113 = -1950487.405430
  nChanged 85
		SP:Iteration 135Q (21624.000000 sec): 3 clusters
  Score: Raw -1953737.915409 + Penalty 3226.912113 = -1950511.003295
  nChanged 67
		SP:Iteration 136Q (21624.270000 sec): 3 clusters
  Score: Raw -1953753.928604 + Penalty 3226.912113 = -1950527.016491
  nChanged 65
		SP:Iteration 137Q (21624.590000 sec): 3 clusters
  Score: Raw -1953769.081186 + Penalty 3226.912113 = -1950542.169073
  nChanged 66
		SP:Iteration 138Q (21624.830000 sec): 3 clusters
  Score: Raw -1953783.473886 + Penalty 3226.912113 = -1950556.561772
  nChanged 53
		SP:Iteration 139Q (21625.120000 sec): 3 clusters
  Score: Raw -1953794.636033 + Penalty 3226.912113 = -1950567.723920
  nChanged 39
		SP:Iteration 140F (21625.360000 sec): 3 clusters
  Score: Raw -1953800.807934 + Penalty 3226.912113 = -1950573.895821
  nChanged 26
		SP:Iteration 141Q (21625.660000 sec): 3 clusters
  Score: Raw -1953804.571185 + Penalty 3226.912113 = -1950577.659071
  nChanged 23
		SP:Iteration 142Q (21625.880000 sec): 3 clusters
  Score: Raw -1953808.125344 + Penalty 3226.912113 = -1950581.213231
  nChanged 29
		SP:Iteration 143Q (21626.190000 sec): 3 clusters
  Score: Raw -1953812.694028 + Penalty 3226.912113 = -1950585.781915
  nChanged 28
		SP:Iteration 144Q (21626.430000 sec): 3 clusters
  Score: Raw -1953817.031149 + Penalty 3226.912113 = -1950590.119036
  nChanged 25
		SP:Iteration 145Q (21626.690000 sec): 3 clusters
  Score: Raw -1953821.168588 + Penalty 3226.912113 = -1950594.256474
  nChanged 20
		SP:Iteration 146Q (21626.960000 sec): 3 clusters
  Score: Raw -1953824.531321 + Penalty 3226.912113 = -1950597.619208
  nChanged 18
		SP:Iteration 147Q (21627.240000 sec): 3 clusters
  Score: Raw -1953829.132559 + Penalty 3226.912113 = -1950602.220446
  nChanged 21
		SP:Iteration 148Q (21627.570000 sec): 3 clusters
  Score: Raw -1953832.611327 + Penalty 3226.912113 = -1950605.699213
  nChanged 17
		SP:Iteration 149Q (21627.820000 sec): 3 clusters
  Score: Raw -1953835.825105 + Penalty 3226.912113 = -1950608.912991
  nChanged 21
		SP:Iteration 150Q (21628.110000 sec): 3 clusters
  Score: Raw -1953839.379636 + Penalty 3226.912113 = -1950612.467523
  nChanged 16
		SP:Iteration 151Q (21628.370000 sec): 3 clusters
  Score: Raw -1953842.179306 + Penalty 3226.912113 = -1950615.267192
  nChanged 16
		SP:Iteration 152Q (21628.590000 sec): 3 clusters
  Score: Raw -1953844.728095 + Penalty 3226.912113 = -1950617.815982
  nChanged 15
		SP:Iteration 153Q (21628.880000 sec): 3 clusters
  Score: Raw -1953846.943318 + Penalty 3226.912113 = -1950620.031204
  nChanged 17
		SP:Iteration 154Q (21629.120000 sec): 3 clusters
  Score: Raw -1953850.246580 + Penalty 3226.912113 = -1950623.334467
  nChanged 18
		SP:Iteration 155Q (21629.410000 sec): 3 clusters
  Score: Raw -1953854.407822 + Penalty 3226.912113 = -1950627.495709
  nChanged 13
		SP:Iteration 156Q (21629.640000 sec): 3 clusters
  Score: Raw -1953856.096510 + Penalty 3226.912113 = -1950629.184396
  nChanged 9
		SP:Iteration 157Q (21629.920000 sec): 3 clusters
  Score: Raw -1953857.602665 + Penalty 3226.912113 = -1950630.690552
  nChanged 11
		SP:Iteration 158Q (21630.280000 sec): 3 clusters
  Score: Raw -1953859.079740 + Penalty 3226.912113 = -1950632.167626
  nChanged 4
		SP:Iteration 159Q (21630.590000 sec): 3 clusters
  Score: Raw -1953859.669861 + Penalty 3226.912113 = -1950632.757748
  nChanged 4
		SP:Iteration 160F (21630.850000 sec): 3 clusters
  Score: Raw -1953860.494509 + Penalty 3226.912113 = -1950633.582396
  nChanged 7
		SP:Iteration 161Q (21631.130000 sec): 3 clusters
  Score: Raw -1953861.195557 + Penalty 3226.912113 = -1950634.283444
  nChanged 6
		SP:Iteration 162Q (21631.390000 sec): 3 clusters
  Score: Raw -1953861.883228 + Penalty 3226.912113 = -1950634.971115
  nChanged 4
		SP:Iteration 163Q (21631.680000 sec): 3 clusters
  Score: Raw -1953862.998797 + Penalty 3226.912113 = -1950636.086683
  nChanged 5
		SP:Iteration 164Q (21631.970000 sec): 3 clusters
  Score: Raw -1953864.302770 + Penalty 3226.912113 = -1950637.390657
  nChanged 5
		SP:Iteration 165Q (21632.310000 sec): 3 clusters
  Score: Raw -1953864.823478 + Penalty 3226.912113 = -1950637.911365
  nChanged 5
		SP:Iteration 166Q (21632.550000 sec): 3 clusters
  Score: Raw -1953865.495697 + Penalty 3226.912113 = -1950638.583584
  nChanged 5
		SP:Iteration 167Q (21632.840000 sec): 3 clusters
  Score: Raw -1953866.099450 + Penalty 3226.912113 = -1950639.187337
  nChanged 5
		SP:Iteration 168Q (21633.090000 sec): 3 clusters
  Score: Raw -1953866.970852 + Penalty 3226.912113 = -1950640.058739
  nChanged 4
		SP:Iteration 169Q (21633.400000 sec): 3 clusters
  Score: Raw -1953867.518856 + Penalty 3226.912113 = -1950640.606742
  nChanged 2
		SP:Iteration 170Q (21633.700000 sec): 3 clusters
  Score: Raw -1953867.628272 + Penalty 3226.912113 = -1950640.716159
  nChanged 2
		SP:Iteration 171Q (21633.950000 sec): 3 clusters
  Score: Raw -1953868.003051 + Penalty 3226.912113 = -1950641.090938
  nChanged 1
		SP:Iteration 172Q (21634.240000 sec): 3 clusters
  Score: Raw -1953868.445981 + Penalty 3226.912113 = -1950641.533867
  nChanged 4
		SP:Iteration 173Q (21634.520000 sec): 3 clusters
  Score: Raw -1953869.361623 + Penalty 3226.912113 = -1950642.449509
  nChanged 3
		SP:Iteration 174Q (21634.820000 sec): 3 clusters
  Score: Raw -1953869.988006 + Penalty 3226.912113 = -1950643.075893
  nChanged 4
		SP:Iteration 175Q (21635.110000 sec): 3 clusters
  Score: Raw -1953870.487650 + Penalty 3226.912113 = -1950643.575537
  nChanged 6
		SP:Iteration 176Q (21635.400000 sec): 3 clusters
  Score: Raw -1953871.524983 + Penalty 3226.912113 = -1950644.612869
  nChanged 5
		SP:Iteration 177Q (21635.630000 sec): 3 clusters
  Score: Raw -1953872.027341 + Penalty 3226.912113 = -1950645.115228
  nChanged 6
		SP:Iteration 178Q (21635.890000 sec): 3 clusters
  Score: Raw -1953872.631409 + Penalty 3226.912113 = -1950645.719296
  nChanged 7
		SP:Iteration 179Q (21636.180000 sec): 3 clusters
  Score: Raw -1953873.594913 + Penalty 3226.912113 = -1950646.682800
  nChanged 7
		SP:Iteration 180F (21636.400000 sec): 3 clusters
  Score: Raw -1953874.534920 + Penalty 3226.912113 = -1950647.622807
  nChanged 7
		SP:Iteration 181Q (21636.650000 sec): 3 clusters
  Score: Raw -1953875.261226 + Penalty 3226.912113 = -1950648.349113
  nChanged 8
		SP:Iteration 182Q (21636.940000 sec): 3 clusters
  Score: Raw -1953876.099378 + Penalty 3226.912113 = -1950649.187265
  nChanged 7
		SP:Iteration 183Q (21637.150000 sec): 3 clusters
  Score: Raw -1953877.854123 + Penalty 3226.912113 = -1950650.942010
  nChanged 8
		SP:Iteration 184Q (21637.450000 sec): 3 clusters
  Score: Raw -1953880.095771 + Penalty 3226.912113 = -1950653.183657
  nChanged 9
		SP:Iteration 185Q (21637.720000 sec): 3 clusters
  Score: Raw -1953882.512576 + Penalty 3226.912113 = -1950655.600463
  nChanged 10
		SP:Iteration 186Q (21638.010000 sec): 3 clusters
  Score: Raw -1953884.351281 + Penalty 3226.912113 = -1950657.439167
  nChanged 11
		SP:Iteration 187Q (21638.240000 sec): 3 clusters
  Score: Raw -1953886.811422 + Penalty 3226.912113 = -1950659.899309
  nChanged 15
		SP:Iteration 188Q (21638.470000 sec): 3 clusters
  Score: Raw -1953888.869738 + Penalty 3226.912113 = -1950661.957625
  nChanged 14
		SP:Iteration 189Q (21638.780000 sec): 3 clusters
  Score: Raw -1953891.224730 + Penalty 3226.912113 = -1950664.312617
  nChanged 10
		SP:Iteration 190Q (21639.000000 sec): 3 clusters
  Score: Raw -1953892.787446 + Penalty 3226.912113 = -1950665.875333
  nChanged 4
		SP:Iteration 191Q (21639.270000 sec): 3 clusters
  Score: Raw -1953893.342502 + Penalty 3226.912113 = -1950666.430388
  nChanged 2
		SP:Iteration 192Q (21639.510000 sec): 3 clusters
  Score: Raw -1953893.727150 + Penalty 3226.912113 = -1950666.815036
  nChanged 2
		SP:Iteration 193Q (21639.770000 sec): 3 clusters
  Score: Raw -1953894.001778 + Penalty 3226.912113 = -1950667.089664
  nChanged 4
		SP:Iteration 194Q (21640.030000 sec): 3 clusters
  Score: Raw -1953894.649948 + Penalty 3226.912113 = -1950667.737835
  nChanged 8
		SP:Iteration 195Q (21640.280000 sec): 3 clusters
  Score: Raw -1953895.768372 + Penalty 3226.912113 = -1950668.856259
  nChanged 6
		SP:Iteration 196Q (21640.500000 sec): 3 clusters
  Score: Raw -1953896.978287 + Penalty 3226.912113 = -1950670.066173
  nChanged 6
		SP:Iteration 197Q (21640.740000 sec): 3 clusters
  Score: Raw -1953898.439181 + Penalty 3226.912113 = -1950671.527068
  nChanged 6
		SP:Iteration 198Q (21640.950000 sec): 3 clusters
  Score: Raw -1953899.700465 + Penalty 3226.912113 = -1950672.788352
  nChanged 5
		SP:Iteration 199Q (21641.250000 sec): 3 clusters
  Score: Raw -1953900.888582 + Penalty 3226.912113 = -1950673.976469
  nChanged 7
		SP:Iteration 200F (21641.480000 sec): 3 clusters
  Score: Raw -1953902.235066 + Penalty 3226.912113 = -1950675.322952
  nChanged 5
		SP:Iteration 201Q (21641.720000 sec): 3 clusters
  Score: Raw -1953902.844806 + Penalty 3226.912113 = -1950675.932692
  nChanged 2
		SP:Iteration 202Q (21642.000000 sec): 3 clusters
  Score: Raw -1953903.081749 + Penalty 3226.912113 = -1950676.169636
  nChanged 1
		SP:Iteration 203Q (21642.300000 sec): 3 clusters
  Score: Raw -1953903.222095 + Penalty 3226.912113 = -1950676.309981
  nChanged 2
		SP:Iteration 204Q (21642.600000 sec): 3 clusters
  Score: Raw -1953903.441377 + Penalty 3226.912113 = -1950676.529264
  nChanged 1
		SP:Iteration 205Q (21642.880000 sec): 3 clusters
  Score: Raw -1953903.704595 + Penalty 3226.912113 = -1950676.792482
  nChanged 4
		SP:Iteration 206Q (21643.180000 sec): 3 clusters
  Score: Raw -1953904.094837 + Penalty 3226.912113 = -1950677.182723
  nChanged 6
		SP:Iteration 207Q (21643.460000 sec): 3 clusters
  Score: Raw -1953904.816127 + Penalty 3226.912113 = -1950677.904014
  nChanged 5
		SP:Iteration 208Q (21643.750000 sec): 3 clusters
  Score: Raw -1953905.576516 + Penalty 3226.912113 = -1950678.664403
  nChanged 5
		SP:Iteration 209Q (21644.020000 sec): 3 clusters
  Score: Raw -1953906.395137 + Penalty 3226.912113 = -1950679.483024
  nChanged 5
		SP:Iteration 210Q (21644.330000 sec): 3 clusters
  Score: Raw -1953907.143710 + Penalty 3226.912113 = -1950680.231597
  nChanged 5
		SP:Iteration 211Q (21644.600000 sec): 3 clusters
  Score: Raw -1953907.840947 + Penalty 3226.912113 = -1950680.928834
  nChanged 4
		SP:Iteration 212Q (21644.820000 sec): 3 clusters
  Score: Raw -1953908.462848 + Penalty 3226.912113 = -1950681.550735
  nChanged 0
		SP:Iteration 213F (21645.120000 sec): 3 clusters
  Score: Raw -1953908.462848 + Penalty 3226.912113 = -1950681.550735
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (10720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21645.240000 sec): 2 clusters
  Score: Raw -1008089.964818 + Penalty 1507.978296 = -1006581.986522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21645.480000 sec): 3 clusters
  Score: Raw -1001996.662350 + Penalty 3015.956591 = -998980.705758
  nChanged 4725
		SP:Iteration 1F (21645.700000 sec): 3 clusters
  Score: Raw -1004700.448695 + Penalty 3015.956591 = -1001684.492103
  nChanged 798
		SP:Iteration 2F (21645.920000 sec): 3 clusters
  Score: Raw -1005157.975597 + Penalty 3015.956591 = -1002142.019006
  nChanged 724
		SP:Iteration 3F (21646.170000 sec): 3 clusters
  Score: Raw -1005599.714723 + Penalty 3015.956591 = -1002583.758132
  nChanged 616
		SP:Iteration 4F (21646.410000 sec): 3 clusters
  Score: Raw -1005999.705110 + Penalty 3015.956591 = -1002983.748519
  nChanged 580
		SP:Iteration 5F (21646.600000 sec): 3 clusters
  Score: Raw -1006359.601221 + Penalty 3015.956591 = -1003343.644630
  nChanged 486
		SP:Iteration 6Q (21646.810000 sec): 3 clusters
  Score: Raw -1006646.587573 + Penalty 3015.956591 = -1003630.630982
  nChanged 457
		SP:Iteration 7Q (21647.080000 sec): 3 clusters
  Score: Raw -1006919.222884 + Penalty 3015.956591 = -1003903.266293
  nChanged 421
		SP:Iteration 8Q (21647.290000 sec): 3 clusters
  Score: Raw -1007161.181765 + Penalty 3015.956591 = -1004145.225174
  nChanged 379
		SP:Iteration 9Q (21647.520000 sec): 3 clusters
  Score: Raw -1007407.419281 + Penalty 3015.956591 = -1004391.462690
  nChanged 310
		SP:Iteration 10Q (21647.760000 sec): 3 clusters
  Score: Raw -1007614.109786 + Penalty 3015.956591 = -1004598.153194
  nChanged 272
		SP:Iteration 11Q (21647.990000 sec): 3 clusters
  Score: Raw -1007741.850541 + Penalty 3015.956591 = -1004725.893949
  nChanged 205
		SP:Iteration 12Q (21648.230000 sec): 3 clusters
  Score: Raw -1007830.686807 + Penalty 3015.956591 = -1004814.730216
  nChanged 174
		SP:Iteration 13Q (21648.450000 sec): 3 clusters
  Score: Raw -1007909.738949 + Penalty 3015.956591 = -1004893.782357
  nChanged 157
		SP:Iteration 14Q (21648.710000 sec): 3 clusters
  Score: Raw -1007972.868275 + Penalty 3015.956591 = -1004956.911683
  nChanged 123
		SP:Iteration 15Q (21648.890000 sec): 3 clusters
  Score: Raw -1008017.245048 + Penalty 3015.956591 = -1005001.288457
  nChanged 121
		SP:Iteration 16Q (21649.110000 sec): 3 clusters
  Score: Raw -1008060.187240 + Penalty 3015.956591 = -1005044.230648
  nChanged 114
		SP:Iteration 17Q (21649.330000 sec): 3 clusters
  Score: Raw -1008097.976828 + Penalty 3015.956591 = -1005082.020237
  nChanged 104
		SP:Iteration 18Q (21649.540000 sec): 3 clusters
  Score: Raw -1008126.010683 + Penalty 3015.956591 = -1005110.054092
  nChanged 82
		SP:Iteration 19Q (21649.770000 sec): 3 clusters
  Score: Raw -1008145.745048 + Penalty 3015.956591 = -1005129.788456
  nChanged 66
		SP:Iteration 20F (21650.030000 sec): 3 clusters
  Score: Raw -1008162.411286 + Penalty 3015.956591 = -1005146.454694
  nChanged 58
		SP:Iteration 21Q (21650.230000 sec): 3 clusters
  Score: Raw -1008180.365132 + Penalty 3015.956591 = -1005164.408541
  nChanged 59
		SP:Iteration 22Q (21650.470000 sec): 3 clusters
  Score: Raw -1008195.916742 + Penalty 3015.956591 = -1005179.960151
  nChanged 48
		SP:Iteration 23Q (21650.670000 sec): 3 clusters
  Score: Raw -1008208.138536 + Penalty 3015.956591 = -1005192.181945
  nChanged 46
		SP:Iteration 24Q (21650.860000 sec): 3 clusters
  Score: Raw -1008218.749332 + Penalty 3015.956591 = -1005202.792741
  nChanged 45
		SP:Iteration 25Q (21651.110000 sec): 3 clusters
  Score: Raw -1008228.411154 + Penalty 3015.956591 = -1005212.454563
  nChanged 36
		SP:Iteration 26Q (21651.330000 sec): 3 clusters
  Score: Raw -1008234.885353 + Penalty 3015.956591 = -1005218.928762
  nChanged 35
		SP:Iteration 27Q (21651.580000 sec): 3 clusters
  Score: Raw -1008241.945485 + Penalty 3015.956591 = -1005225.988893
  nChanged 37
		SP:Iteration 28Q (21651.800000 sec): 3 clusters
  Score: Raw -1008248.659058 + Penalty 3015.956591 = -1005232.702466
  nChanged 36
		SP:Iteration 29Q (21652.000000 sec): 3 clusters
  Score: Raw -1008255.307773 + Penalty 3015.956591 = -1005239.351182
  nChanged 30
		SP:Iteration 30Q (21652.250000 sec): 3 clusters
  Score: Raw -1008261.521429 + Penalty 3015.956591 = -1005245.564838
  nChanged 27
		SP:Iteration 31Q (21652.530000 sec): 3 clusters
  Score: Raw -1008266.759384 + Penalty 3015.956591 = -1005250.802792
  nChanged 25
		SP:Iteration 32Q (21652.720000 sec): 3 clusters
  Score: Raw -1008272.958500 + Penalty 3015.956591 = -1005257.001909
  nChanged 28
		SP:Iteration 33Q (21653.020000 sec): 3 clusters
  Score: Raw -1008280.620628 + Penalty 3015.956591 = -1005264.664036
  nChanged 22
		SP:Iteration 34Q (21653.210000 sec): 3 clusters
  Score: Raw -1008285.029993 + Penalty 3015.956591 = -1005269.073402
  nChanged 19
		SP:Iteration 35Q (21653.440000 sec): 3 clusters
  Score: Raw -1008287.593105 + Penalty 3015.956591 = -1005271.636514
  nChanged 16
		SP:Iteration 36Q (21653.740000 sec): 3 clusters
  Score: Raw -1008290.490709 + Penalty 3015.956591 = -1005274.534117
  nChanged 14
		SP:Iteration 37Q (21654.040000 sec): 3 clusters
  Score: Raw -1008292.818782 + Penalty 3015.956591 = -1005276.862191
  nChanged 11
		SP:Iteration 38Q (21654.290000 sec): 3 clusters
  Score: Raw -1008294.644992 + Penalty 3015.956591 = -1005278.688401
  nChanged 13
		SP:Iteration 39Q (21654.550000 sec): 3 clusters
  Score: Raw -1008297.068183 + Penalty 3015.956591 = -1005281.111591
  nChanged 12
		SP:Iteration 40F (21654.760000 sec): 3 clusters
  Score: Raw -1008299.573993 + Penalty 3015.956591 = -1005283.617402
  nChanged 12
		SP:Iteration 41Q (21654.990000 sec): 3 clusters
  Score: Raw -1008302.034047 + Penalty 3015.956591 = -1005286.077455
  nChanged 13
		SP:Iteration 42Q (21655.230000 sec): 3 clusters
  Score: Raw -1008305.598446 + Penalty 3015.956591 = -1005289.641855
  nChanged 19
		SP:Iteration 43Q (21655.520000 sec): 3 clusters
  Score: Raw -1008308.697793 + Penalty 3015.956591 = -1005292.741202
  nChanged 11
		SP:Iteration 44Q (21655.720000 sec): 3 clusters
  Score: Raw -1008310.792604 + Penalty 3015.956591 = -1005294.836013
  nChanged 11
		SP:Iteration 45Q (21655.930000 sec): 3 clusters
  Score: Raw -1008312.509416 + Penalty 3015.956591 = -1005296.552825
  nChanged 10
		SP:Iteration 46Q (21656.180000 sec): 3 clusters
  Score: Raw -1008314.574645 + Penalty 3015.956591 = -1005298.618053
  nChanged 13
		SP:Iteration 47Q (21656.360000 sec): 3 clusters
  Score: Raw -1008316.377565 + Penalty 3015.956591 = -1005300.420973
  nChanged 7
		SP:Iteration 48Q (21656.600000 sec): 3 clusters
  Score: Raw -1008317.151543 + Penalty 3015.956591 = -1005301.194952
  nChanged 4
		SP:Iteration 49Q (21656.830000 sec): 3 clusters
  Score: Raw -1008317.558700 + Penalty 3015.956591 = -1005301.602108
  nChanged 3
		SP:Iteration 50Q (21657.070000 sec): 3 clusters
  Score: Raw -1008317.842680 + Penalty 3015.956591 = -1005301.886088
  nChanged 4
		SP:Iteration 51Q (21657.240000 sec): 3 clusters
  Score: Raw -1008318.487228 + Penalty 3015.956591 = -1005302.530637
  nChanged 7
		SP:Iteration 52Q (21657.500000 sec): 3 clusters
  Score: Raw -1008319.293982 + Penalty 3015.956591 = -1005303.337391
  nChanged 4
		SP:Iteration 53Q (21657.750000 sec): 3 clusters
  Score: Raw -1008319.801043 + Penalty 3015.956591 = -1005303.844451
  nChanged 1
		SP:Iteration 54Q (21657.970000 sec): 3 clusters
  Score: Raw -1008319.917699 + Penalty 3015.956591 = -1005303.961108
  nChanged 1
		SP:Iteration 55Q (21658.250000 sec): 3 clusters
  Score: Raw -1008320.081986 + Penalty 3015.956591 = -1005304.125395
  nChanged 2
		SP:Iteration 56Q (21658.430000 sec): 3 clusters
  Score: Raw -1008320.247829 + Penalty 3015.956591 = -1005304.291237
  nChanged 2
		SP:Iteration 57Q (21658.630000 sec): 3 clusters
  Score: Raw -1008320.573726 + Penalty 3015.956591 = -1005304.617135
  nChanged 3
		SP:Iteration 58Q (21658.910000 sec): 3 clusters
  Score: Raw -1008321.086908 + Penalty 3015.956591 = -1005305.130317
  nChanged 3
		SP:Iteration 59Q (21659.120000 sec): 3 clusters
  Score: Raw -1008321.383122 + Penalty 3015.956591 = -1005305.426531
  nChanged 2
		SP:Iteration 60F (21659.350000 sec): 3 clusters
  Score: Raw -1008322.043644 + Penalty 3015.956591 = -1005306.087053
  nChanged 4
		SP:Iteration 61Q (21659.600000 sec): 3 clusters
  Score: Raw -1008322.795986 + Penalty 3015.956591 = -1005306.839394
  nChanged 2
		SP:Iteration 62Q (21659.830000 sec): 3 clusters
  Score: Raw -1008323.049125 + Penalty 3015.956591 = -1005307.092534
  nChanged 1
		SP:Iteration 63Q (21660.040000 sec): 3 clusters
  Score: Raw -1008323.101900 + Penalty 3015.956591 = -1005307.145309
  nChanged 0
		SP:Iteration 64F (21660.260000 sec): 3 clusters
  Score: Raw -1008323.101900 + Penalty 3015.956591 = -1005307.145309
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21660.330000 sec): 2 clusters
  Score: Raw -149518.356953 + Penalty 1188.398313 = -148329.958640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21660.510000 sec): 3 clusters
  Score: Raw -148976.369095 + Penalty 2376.796626 = -146599.572469
  nChanged 481
		SP:Iteration 1F (21660.670000 sec): 3 clusters
  Score: Raw -149314.636958 + Penalty 2376.796626 = -146937.840332
  nChanged 115
		SP:Iteration 2F (21660.850000 sec): 3 clusters
  Score: Raw -149445.373159 + Penalty 2376.796626 = -147068.576533
  nChanged 78
		SP:Iteration 3F (21661.070000 sec): 3 clusters
  Score: Raw -149539.885868 + Penalty 2376.796626 = -147163.089242
  nChanged 64
		SP:Iteration 4Q (21661.280000 sec): 3 clusters
  Score: Raw -149612.624711 + Penalty 2376.796626 = -147235.828085
  nChanged 50
		SP:Iteration 5Q (21661.470000 sec): 3 clusters
  Score: Raw -149656.315579 + Penalty 2376.796626 = -147279.518953
  nChanged 46
		SP:Iteration 6Q (21661.690000 sec): 3 clusters
  Score: Raw -149692.418452 + Penalty 2376.796626 = -147315.621826
  nChanged 37
		SP:Iteration 7Q (21661.880000 sec): 3 clusters
  Score: Raw -149717.926000 + Penalty 2376.796626 = -147341.129374
  nChanged 43
		SP:Iteration 8Q (21662.040000 sec): 3 clusters
  Score: Raw -149756.439429 + Penalty 2376.796626 = -147379.642803
  nChanged 41
		SP:Iteration 9Q (21662.240000 sec): 3 clusters
  Score: Raw -149797.305510 + Penalty 2376.796626 = -147420.508884
  nChanged 31
		SP:Iteration 10Q (21662.410000 sec): 3 clusters
  Score: Raw -149821.961436 + Penalty 2376.796626 = -147445.164811
  nChanged 24
		SP:Iteration 11Q (21662.530000 sec): 3 clusters
  Score: Raw -149845.954866 + Penalty 2376.796626 = -147469.158240
  nChanged 32
		SP:Iteration 12Q (21662.720000 sec): 3 clusters
  Score: Raw -149874.825010 + Penalty 2376.796626 = -147498.028384
  nChanged 21
		SP:Iteration 13Q (21662.920000 sec): 3 clusters
  Score: Raw -149895.359285 + Penalty 2376.796626 = -147518.562659
  nChanged 20
		SP:Iteration 14Q (21663.100000 sec): 3 clusters
  Score: Raw -149915.693540 + Penalty 2376.796626 = -147538.896914
  nChanged 20
		SP:Iteration 15Q (21663.240000 sec): 3 clusters
  Score: Raw -149938.866461 + Penalty 2376.796626 = -147562.069835
  nChanged 26
		SP:Iteration 16Q (21663.460000 sec): 3 clusters
  Score: Raw -149965.751328 + Penalty 2376.796626 = -147588.954702
  nChanged 27
		SP:Iteration 17Q (21663.620000 sec): 3 clusters
  Score: Raw -149990.045235 + Penalty 2376.796626 = -147613.248610
  nChanged 20
		SP:Iteration 18Q (21663.850000 sec): 3 clusters
  Score: Raw -150012.990335 + Penalty 2376.796626 = -147636.193709
  nChanged 17
		SP:Iteration 19Q (21664.010000 sec): 3 clusters
  Score: Raw -150037.117821 + Penalty 2376.796626 = -147660.321195
  nChanged 14
		SP:Iteration 20F (21664.170000 sec): 3 clusters
  Score: Raw -150054.697668 + Penalty 2376.796626 = -147677.901042
  nChanged 8
		SP:Iteration 21Q (21664.360000 sec): 3 clusters
  Score: Raw -150064.392244 + Penalty 2376.796626 = -147687.595618
  nChanged 9
		SP:Iteration 22Q (21664.530000 sec): 3 clusters
  Score: Raw -150075.733309 + Penalty 2376.796626 = -147698.936683
  nChanged 9
		SP:Iteration 23Q (21664.710000 sec): 3 clusters
  Score: Raw -150084.610679 + Penalty 2376.796626 = -147707.814053
  nChanged 5
		SP:Iteration 24Q (21664.880000 sec): 3 clusters
  Score: Raw -150093.549829 + Penalty 2376.796626 = -147716.753203
  nChanged 8
		SP:Iteration 25Q (21665.060000 sec): 3 clusters
  Score: Raw -150101.835493 + Penalty 2376.796626 = -147725.038867
  nChanged 5
		SP:Iteration 26Q (21665.280000 sec): 3 clusters
  Score: Raw -150105.841959 + Penalty 2376.796626 = -147729.045333
  nChanged 2
		SP:Iteration 27Q (21665.470000 sec): 3 clusters
  Score: Raw -150107.082215 + Penalty 2376.796626 = -147730.285590
  nChanged 0
		SP:Iteration 28F (21665.630000 sec): 3 clusters
  Score: Raw -150107.082215 + Penalty 2376.796626 = -147730.285590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (10873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21665.820000 sec): 2 clusters
  Score: Raw -1124747.669368 + Penalty 1510.281164 = -1123237.388205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21666.080000 sec): 3 clusters
  Score: Raw -1118603.148908 + Penalty 3020.562328 = -1115582.586581
  nChanged 4719
		SP:Iteration 1F (21666.280000 sec): 3 clusters
  Score: Raw -1121169.996769 + Penalty 3020.562328 = -1118149.434442
  nChanged 706
		SP:Iteration 2F (21666.530000 sec): 3 clusters
  Score: Raw -1121503.119822 + Penalty 3020.562328 = -1118482.557495
  nChanged 634
		SP:Iteration 3F (21666.700000 sec): 3 clusters
  Score: Raw -1121852.808914 + Penalty 3020.562328 = -1118832.246586
  nChanged 595
		SP:Iteration 4F (21666.920000 sec): 3 clusters
  Score: Raw -1122187.075917 + Penalty 3020.562328 = -1119166.513590
  nChanged 545
		SP:Iteration 5F (21667.200000 sec): 3 clusters
  Score: Raw -1122480.826673 + Penalty 3020.562328 = -1119460.264345
  nChanged 481
		SP:Iteration 6Q (21667.400000 sec): 3 clusters
  Score: Raw -1122772.883037 + Penalty 3020.562328 = -1119752.320709
  nChanged 446
		SP:Iteration 7Q (21667.680000 sec): 3 clusters
  Score: Raw -1123004.052535 + Penalty 3020.562328 = -1119983.490207
  nChanged 384
		SP:Iteration 8Q (21667.920000 sec): 3 clusters
  Score: Raw -1123164.658090 + Penalty 3020.562328 = -1120144.095762
  nChanged 340
		SP:Iteration 9Q (21668.140000 sec): 3 clusters
  Score: Raw -1123293.210992 + Penalty 3020.562328 = -1120272.648664
  nChanged 272
		SP:Iteration 10Q (21668.340000 sec): 3 clusters
  Score: Raw -1123384.091880 + Penalty 3020.562328 = -1120363.529552
  nChanged 240
		SP:Iteration 11Q (21668.580000 sec): 3 clusters
  Score: Raw -1123457.749674 + Penalty 3020.562328 = -1120437.187347
  nChanged 208
		SP:Iteration 12Q (21668.820000 sec): 3 clusters
  Score: Raw -1123520.346314 + Penalty 3020.562328 = -1120499.783986
  nChanged 190
		SP:Iteration 13Q (21669.060000 sec): 3 clusters
  Score: Raw -1123577.532766 + Penalty 3020.562328 = -1120556.970438
  nChanged 188
		SP:Iteration 14Q (21669.290000 sec): 3 clusters
  Score: Raw -1123634.055800 + Penalty 3020.562328 = -1120613.493472
  nChanged 162
		SP:Iteration 15Q (21669.530000 sec): 3 clusters
  Score: Raw -1123685.928107 + Penalty 3020.562328 = -1120665.365780
  nChanged 154
		SP:Iteration 16Q (21669.800000 sec): 3 clusters
  Score: Raw -1123729.384726 + Penalty 3020.562328 = -1120708.822399
  nChanged 145
		SP:Iteration 17Q (21670.060000 sec): 3 clusters
  Score: Raw -1123771.581929 + Penalty 3020.562328 = -1120751.019601
  nChanged 168
		SP:Iteration 18Q (21670.310000 sec): 3 clusters
  Score: Raw -1123827.379444 + Penalty 3020.562328 = -1120806.817116
  nChanged 180
		SP:Iteration 19Q (21670.500000 sec): 3 clusters
  Score: Raw -1123895.363559 + Penalty 3020.562328 = -1120874.801231
  nChanged 192
		SP:Iteration 20F (21670.730000 sec): 3 clusters
  Score: Raw -1123980.309981 + Penalty 3020.562328 = -1120959.747653
  nChanged 200
		SP:Iteration 21Q (21670.940000 sec): 3 clusters
  Score: Raw -1124075.523633 + Penalty 3020.562328 = -1121054.961305
  nChanged 218
		SP:Iteration 22Q (21671.200000 sec): 3 clusters
  Score: Raw -1124185.591200 + Penalty 3020.562328 = -1121165.028872
  nChanged 201
		SP:Iteration 23Q (21671.430000 sec): 3 clusters
  Score: Raw -1124293.119127 + Penalty 3020.562328 = -1121272.556800
  nChanged 202
		SP:Iteration 24Q (21671.630000 sec): 3 clusters
  Score: Raw -1124388.732847 + Penalty 3020.562328 = -1121368.170520
  nChanged 193
		SP:Iteration 25Q (21671.880000 sec): 3 clusters
  Score: Raw -1124494.672530 + Penalty 3020.562328 = -1121474.110202
  nChanged 175
		SP:Iteration 26Q (21672.140000 sec): 3 clusters
  Score: Raw -1124568.334461 + Penalty 3020.562328 = -1121547.772134
  nChanged 158
		SP:Iteration 27Q (21672.380000 sec): 3 clusters
  Score: Raw -1124619.378280 + Penalty 3020.562328 = -1121598.815952
  nChanged 144
		SP:Iteration 28Q (21672.620000 sec): 3 clusters
  Score: Raw -1124669.776320 + Penalty 3020.562328 = -1121649.213992
  nChanged 147
		SP:Iteration 29Q (21672.820000 sec): 3 clusters
  Score: Raw -1124719.505404 + Penalty 3020.562328 = -1121698.943076
  nChanged 134
		SP:Iteration 30Q (21673.080000 sec): 3 clusters
  Score: Raw -1124761.152334 + Penalty 3020.562328 = -1121740.590007
  nChanged 104
		SP:Iteration 31Q (21673.330000 sec): 3 clusters
  Score: Raw -1124794.971953 + Penalty 3020.562328 = -1121774.409626
  nChanged 124
		SP:Iteration 32Q (21673.580000 sec): 3 clusters
  Score: Raw -1124840.950369 + Penalty 3020.562328 = -1121820.388041
  nChanged 133
		SP:Iteration 33Q (21673.820000 sec): 3 clusters
  Score: Raw -1124898.620333 + Penalty 3020.562328 = -1121878.058005
  nChanged 157
		SP:Iteration 34Q (21674.050000 sec): 3 clusters
  Score: Raw -1124959.092215 + Penalty 3020.562328 = -1121938.529888
  nChanged 128
		SP:Iteration 35Q (21674.320000 sec): 3 clusters
  Score: Raw -1125007.258104 + Penalty 3020.562328 = -1121986.695776
  nChanged 132
		SP:Iteration 36Q (21674.540000 sec): 3 clusters
  Score: Raw -1125058.792717 + Penalty 3020.562328 = -1122038.230390
  nChanged 141
		SP:Iteration 37Q (21674.770000 sec): 3 clusters
  Score: Raw -1125108.466425 + Penalty 3020.562328 = -1122087.904097
  nChanged 120
		SP:Iteration 38Q (21674.990000 sec): 3 clusters
  Score: Raw -1125148.205959 + Penalty 3020.562328 = -1122127.643631
  nChanged 118
		SP:Iteration 39Q (21675.210000 sec): 3 clusters
  Score: Raw -1125186.493226 + Penalty 3020.562328 = -1122165.930898
  nChanged 122
		SP:Iteration 40F (21675.440000 sec): 3 clusters
  Score: Raw -1125227.674880 + Penalty 3020.562328 = -1122207.112553
  nChanged 123
		SP:Iteration 41Q (21675.660000 sec): 3 clusters
  Score: Raw -1125265.177994 + Penalty 3020.562328 = -1122244.615666
  nChanged 102
		SP:Iteration 42Q (21675.880000 sec): 3 clusters
  Score: Raw -1125296.881614 + Penalty 3020.562328 = -1122276.319287
  nChanged 112
		SP:Iteration 43Q (21676.100000 sec): 3 clusters
  Score: Raw -1125330.018457 + Penalty 3020.562328 = -1122309.456129
  nChanged 106
		SP:Iteration 44Q (21676.260000 sec): 3 clusters
  Score: Raw -1125359.121724 + Penalty 3020.562328 = -1122338.559396
  nChanged 102
		SP:Iteration 45Q (21676.530000 sec): 3 clusters
  Score: Raw -1125386.150711 + Penalty 3020.562328 = -1122365.588384
  nChanged 89
		SP:Iteration 46Q (21676.760000 sec): 3 clusters
  Score: Raw -1125411.080759 + Penalty 3020.562328 = -1122390.518431
  nChanged 81
		SP:Iteration 47Q (21676.970000 sec): 3 clusters
  Score: Raw -1125430.975999 + Penalty 3020.562328 = -1122410.413671
  nChanged 81
		SP:Iteration 48Q (21677.230000 sec): 3 clusters
  Score: Raw -1125448.644019 + Penalty 3020.562328 = -1122428.081691
  nChanged 65
		SP:Iteration 49Q (21677.480000 sec): 3 clusters
  Score: Raw -1125461.669916 + Penalty 3020.562328 = -1122441.107588
  nChanged 57
		SP:Iteration 50Q (21677.780000 sec): 3 clusters
  Score: Raw -1125471.235522 + Penalty 3020.562328 = -1122450.673195
  nChanged 46
		SP:Iteration 51Q (21677.980000 sec): 3 clusters
  Score: Raw -1125479.464865 + Penalty 3020.562328 = -1122458.902538
  nChanged 42
		SP:Iteration 52Q (21678.210000 sec): 3 clusters
  Score: Raw -1125487.552927 + Penalty 3020.562328 = -1122466.990600
  nChanged 30
		SP:Iteration 53Q (21678.440000 sec): 3 clusters
  Score: Raw -1125491.535023 + Penalty 3020.562328 = -1122470.972696
  nChanged 24
		SP:Iteration 54Q (21678.740000 sec): 3 clusters
  Score: Raw -1125494.832927 + Penalty 3020.562328 = -1122474.270600
  nChanged 22
		SP:Iteration 55Q (21678.970000 sec): 3 clusters
  Score: Raw -1125498.244217 + Penalty 3020.562328 = -1122477.681890
  nChanged 15
		SP:Iteration 56Q (21679.260000 sec): 3 clusters
  Score: Raw -1125500.178093 + Penalty 3020.562328 = -1122479.615766
  nChanged 14
		SP:Iteration 57Q (21679.450000 sec): 3 clusters
  Score: Raw -1125501.864443 + Penalty 3020.562328 = -1122481.302116
  nChanged 17
		SP:Iteration 58Q (21679.700000 sec): 3 clusters
  Score: Raw -1125504.486841 + Penalty 3020.562328 = -1122483.924513
  nChanged 13
		SP:Iteration 59Q (21679.940000 sec): 3 clusters
  Score: Raw -1125506.336504 + Penalty 3020.562328 = -1122485.774177
  nChanged 16
		SP:Iteration 60F (21680.160000 sec): 3 clusters
  Score: Raw -1125507.941960 + Penalty 3020.562328 = -1122487.379632
  nChanged 10
		SP:Iteration 61Q (21680.390000 sec): 3 clusters
  Score: Raw -1125508.998642 + Penalty 3020.562328 = -1122488.436314
  nChanged 3
		SP:Iteration 62Q (21680.650000 sec): 3 clusters
  Score: Raw -1125509.284673 + Penalty 3020.562328 = -1122488.722345
  nChanged 0
		SP:Iteration 63F (21680.870000 sec): 3 clusters
  Score: Raw -1125509.284673 + Penalty 3020.562328 = -1122488.722345
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21681.010000 sec): 2 clusters
  Score: Raw -647800.225653 + Penalty 1420.044512 = -646380.181141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21681.200000 sec): 3 clusters
  Score: Raw -644425.322449 + Penalty 2840.089025 = -641585.233424
  nChanged 2594
		SP:Iteration 1F (21681.400000 sec): 3 clusters
  Score: Raw -645848.563679 + Penalty 2840.089025 = -643008.474654
  nChanged 475
		SP:Iteration 2F (21681.640000 sec): 3 clusters
  Score: Raw -646158.470062 + Penalty 2840.089025 = -643318.381037
  nChanged 408
		SP:Iteration 3F (21681.830000 sec): 3 clusters
  Score: Raw -646412.200558 + Penalty 2840.089025 = -643572.111533
  nChanged 361
		SP:Iteration 4F (21681.980000 sec): 3 clusters
  Score: Raw -646627.311059 + Penalty 2840.089025 = -643787.222034
  nChanged 312
		SP:Iteration 5Q (21682.210000 sec): 3 clusters
  Score: Raw -646803.714341 + Penalty 2840.089025 = -643963.625316
  nChanged 252
		SP:Iteration 6Q (21682.450000 sec): 3 clusters
  Score: Raw -646915.343559 + Penalty 2840.089025 = -644075.254534
  nChanged 197
		SP:Iteration 7Q (21682.640000 sec): 3 clusters
  Score: Raw -646988.754811 + Penalty 2840.089025 = -644148.665786
  nChanged 150
		SP:Iteration 8Q (21682.890000 sec): 3 clusters
  Score: Raw -647041.861957 + Penalty 2840.089025 = -644201.772932
  nChanged 117
		SP:Iteration 9Q (21683.120000 sec): 3 clusters
  Score: Raw -647084.436094 + Penalty 2840.089025 = -644244.347069
  nChanged 111
		SP:Iteration 10Q (21683.330000 sec): 3 clusters
  Score: Raw -647124.718638 + Penalty 2840.089025 = -644284.629613
  nChanged 101
		SP:Iteration 11Q (21683.550000 sec): 3 clusters
  Score: Raw -647164.994222 + Penalty 2840.089025 = -644324.905197
  nChanged 96
		SP:Iteration 12Q (21683.770000 sec): 3 clusters
  Score: Raw -647201.354711 + Penalty 2840.089025 = -644361.265686
  nChanged 106
		SP:Iteration 13Q (21683.990000 sec): 3 clusters
  Score: Raw -647238.013372 + Penalty 2840.089025 = -644397.924347
  nChanged 80
		SP:Iteration 14Q (21684.170000 sec): 3 clusters
  Score: Raw -647267.446845 + Penalty 2840.089025 = -644427.357820
  nChanged 84
		SP:Iteration 15Q (21684.350000 sec): 3 clusters
  Score: Raw -647293.984117 + Penalty 2840.089025 = -644453.895092
  nChanged 76
		SP:Iteration 16Q (21684.570000 sec): 3 clusters
  Score: Raw -647316.397122 + Penalty 2840.089025 = -644476.308097
  nChanged 71
		SP:Iteration 17Q (21684.750000 sec): 3 clusters
  Score: Raw -647338.413472 + Penalty 2840.089025 = -644498.324447
  nChanged 62
		SP:Iteration 18Q (21684.930000 sec): 3 clusters
  Score: Raw -647355.411217 + Penalty 2840.089025 = -644515.322192
  nChanged 52
		SP:Iteration 19Q (21685.120000 sec): 3 clusters
  Score: Raw -647370.577307 + Penalty 2840.089025 = -644530.488282
  nChanged 55
		SP:Iteration 20F (21685.300000 sec): 3 clusters
  Score: Raw -647385.498829 + Penalty 2840.089025 = -644545.409804
  nChanged 47
		SP:Iteration 21Q (21685.540000 sec): 3 clusters
  Score: Raw -647397.936390 + Penalty 2840.089025 = -644557.847365
  nChanged 44
		SP:Iteration 22Q (21685.700000 sec): 3 clusters
  Score: Raw -647408.962777 + Penalty 2840.089025 = -644568.873752
  nChanged 44
		SP:Iteration 23Q (21685.870000 sec): 3 clusters
  Score: Raw -647421.086409 + Penalty 2840.089025 = -644580.997384
  nChanged 37
		SP:Iteration 24Q (21686.130000 sec): 3 clusters
  Score: Raw -647433.365002 + Penalty 2840.089025 = -644593.275977
  nChanged 54
		SP:Iteration 25Q (21686.320000 sec): 3 clusters
  Score: Raw -647449.560859 + Penalty 2840.089025 = -644609.471834
  nChanged 41
		SP:Iteration 26Q (21686.550000 sec): 3 clusters
  Score: Raw -647458.616082 + Penalty 2840.089025 = -644618.527057
  nChanged 33
		SP:Iteration 27Q (21686.790000 sec): 3 clusters
  Score: Raw -647465.745415 + Penalty 2840.089025 = -644625.656390
  nChanged 19
		SP:Iteration 28Q (21686.950000 sec): 3 clusters
  Score: Raw -647469.563395 + Penalty 2840.089025 = -644629.474370
  nChanged 22
		SP:Iteration 29Q (21687.120000 sec): 3 clusters
  Score: Raw -647474.312533 + Penalty 2840.089025 = -644634.223508
  nChanged 20
		SP:Iteration 30Q (21687.400000 sec): 3 clusters
  Score: Raw -647478.834263 + Penalty 2840.089025 = -644638.745238
  nChanged 29
		SP:Iteration 31Q (21687.590000 sec): 3 clusters
  Score: Raw -647484.581553 + Penalty 2840.089025 = -644644.492528
  nChanged 21
		SP:Iteration 32Q (21687.820000 sec): 3 clusters
  Score: Raw -647489.092393 + Penalty 2840.089025 = -644649.003368
  nChanged 18
		SP:Iteration 33Q (21688.020000 sec): 3 clusters
  Score: Raw -647493.984126 + Penalty 2840.089025 = -644653.895101
  nChanged 25
		SP:Iteration 34Q (21688.180000 sec): 3 clusters
  Score: Raw -647498.801810 + Penalty 2840.089025 = -644658.712785
  nChanged 19
		SP:Iteration 35Q (21688.390000 sec): 3 clusters
  Score: Raw -647502.466370 + Penalty 2840.089025 = -644662.377345
  nChanged 18
		SP:Iteration 36Q (21688.530000 sec): 3 clusters
  Score: Raw -647505.582154 + Penalty 2840.089025 = -644665.493129
  nChanged 17
		SP:Iteration 37Q (21688.750000 sec): 3 clusters
  Score: Raw -647508.194026 + Penalty 2840.089025 = -644668.105001
  nChanged 11
		SP:Iteration 38Q (21688.930000 sec): 3 clusters
  Score: Raw -647510.135200 + Penalty 2840.089025 = -644670.046176
  nChanged 9
		SP:Iteration 39Q (21689.150000 sec): 3 clusters
  Score: Raw -647511.421586 + Penalty 2840.089025 = -644671.332561
  nChanged 5
		SP:Iteration 40F (21689.370000 sec): 3 clusters
  Score: Raw -647512.200287 + Penalty 2840.089025 = -644672.111262
  nChanged 4
		SP:Iteration 41Q (21689.530000 sec): 3 clusters
  Score: Raw -647512.866211 + Penalty 2840.089025 = -644672.777186
  nChanged 5
		SP:Iteration 42Q (21689.760000 sec): 3 clusters
  Score: Raw -647513.509647 + Penalty 2840.089025 = -644673.420622
  nChanged 2
		SP:Iteration 43Q (21689.930000 sec): 3 clusters
  Score: Raw -647513.747914 + Penalty 2840.089025 = -644673.658889
  nChanged 0
		SP:Iteration 44F (21690.110000 sec): 3 clusters
  Score: Raw -647513.747914 + Penalty 2840.089025 = -644673.658889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21690.230000 sec): 2 clusters
  Score: Raw -180669.567151 + Penalty 1210.070079 = -179459.497072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21690.460000 sec): 3 clusters
  Score: Raw -179988.868566 + Penalty 2420.140157 = -177568.728409
  nChanged 544
		SP:Iteration 1F (21690.570000 sec): 3 clusters
  Score: Raw -180381.512752 + Penalty 2420.140157 = -177961.372595
  nChanged 136
		SP:Iteration 2F (21690.770000 sec): 3 clusters
  Score: Raw -180497.050350 + Penalty 2420.140157 = -178076.910193
  nChanged 90
		SP:Iteration 3F (21690.940000 sec): 3 clusters
  Score: Raw -180560.630053 + Penalty 2420.140157 = -178140.489895
  nChanged 54
		SP:Iteration 4Q (21691.100000 sec): 3 clusters
  Score: Raw -180599.957497 + Penalty 2420.140157 = -178179.817340
  nChanged 36
		SP:Iteration 5Q (21691.270000 sec): 3 clusters
  Score: Raw -180626.465449 + Penalty 2420.140157 = -178206.325292
  nChanged 29
		SP:Iteration 6Q (21691.450000 sec): 3 clusters
  Score: Raw -180642.060694 + Penalty 2420.140157 = -178221.920537
  nChanged 22
		SP:Iteration 7Q (21691.620000 sec): 3 clusters
  Score: Raw -180655.608375 + Penalty 2420.140157 = -178235.468218
  nChanged 13
		SP:Iteration 8Q (21691.820000 sec): 3 clusters
  Score: Raw -180663.553518 + Penalty 2420.140157 = -178243.413361
  nChanged 8
		SP:Iteration 9Q (21692.010000 sec): 3 clusters
  Score: Raw -180668.562115 + Penalty 2420.140157 = -178248.421958
  nChanged 8
		SP:Iteration 10Q (21692.170000 sec): 3 clusters
  Score: Raw -180671.972425 + Penalty 2420.140157 = -178251.832268
  nChanged 7
		SP:Iteration 11Q (21692.370000 sec): 3 clusters
  Score: Raw -180675.462270 + Penalty 2420.140157 = -178255.322113
  nChanged 3
		SP:Iteration 12Q (21692.560000 sec): 3 clusters
  Score: Raw -180677.770590 + Penalty 2420.140157 = -178257.630433
  nChanged 3
		SP:Iteration 13Q (21692.750000 sec): 3 clusters
  Score: Raw -180679.636842 + Penalty 2420.140157 = -178259.496684
  nChanged 4
		SP:Iteration 14Q (21692.900000 sec): 3 clusters
  Score: Raw -180680.915589 + Penalty 2420.140157 = -178260.775431
  nChanged 5
		SP:Iteration 15Q (21693.080000 sec): 3 clusters
  Score: Raw -180684.309746 + Penalty 2420.140157 = -178264.169589
  nChanged 9
		SP:Iteration 16Q (21693.310000 sec): 3 clusters
  Score: Raw -180689.349854 + Penalty 2420.140157 = -178269.209697
  nChanged 7
		SP:Iteration 17Q (21693.490000 sec): 3 clusters
  Score: Raw -180693.440987 + Penalty 2420.140157 = -178273.300830
  nChanged 5
		SP:Iteration 18Q (21693.640000 sec): 3 clusters
  Score: Raw -180696.424256 + Penalty 2420.140157 = -178276.284099
  nChanged 3
		SP:Iteration 19Q (21693.820000 sec): 3 clusters
  Score: Raw -180698.018683 + Penalty 2420.140157 = -178277.878526
  nChanged 2
		SP:Iteration 20F (21694.020000 sec): 3 clusters
  Score: Raw -180698.841144 + Penalty 2420.140157 = -178278.700987
  nChanged 3
		SP:Iteration 21Q (21694.160000 sec): 3 clusters
  Score: Raw -180700.341263 + Penalty 2420.140157 = -178280.201105
  nChanged 3
		SP:Iteration 22Q (21694.370000 sec): 3 clusters
  Score: Raw -180701.966527 + Penalty 2420.140157 = -178281.826370
  nChanged 7
		SP:Iteration 23Q (21694.550000 sec): 3 clusters
  Score: Raw -180705.693668 + Penalty 2420.140157 = -178285.553511
  nChanged 8
		SP:Iteration 24Q (21694.720000 sec): 3 clusters
  Score: Raw -180708.893569 + Penalty 2420.140157 = -178288.753412
  nChanged 6
		SP:Iteration 25Q (21694.870000 sec): 3 clusters
  Score: Raw -180710.494438 + Penalty 2420.140157 = -178290.354280
  nChanged 1
		SP:Iteration 26Q (21695.050000 sec): 3 clusters
  Score: Raw -180710.639437 + Penalty 2420.140157 = -178290.499280
  nChanged 0
		SP:Iteration 27F (21695.280000 sec): 3 clusters
  Score: Raw -180710.639437 + Penalty 2420.140157 = -178290.499280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21695.400000 sec): 2 clusters
  Score: Raw -619068.678543 + Penalty 1419.444448 = -617649.234095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21695.550000 sec): 3 clusters
  Score: Raw -615742.092322 + Penalty 2838.888895 = -612903.203426
  nChanged 2639
		SP:Iteration 1F (21695.780000 sec): 3 clusters
  Score: Raw -617214.836159 + Penalty 2838.888895 = -614375.947264
  nChanged 464
		SP:Iteration 2F (21696.020000 sec): 3 clusters
  Score: Raw -617515.617832 + Penalty 2838.888895 = -614676.728937
  nChanged 430
		SP:Iteration 3F (21696.230000 sec): 3 clusters
  Score: Raw -617806.935645 + Penalty 2838.888895 = -614968.046750
  nChanged 372
		SP:Iteration 4F (21696.390000 sec): 3 clusters
  Score: Raw -618028.664036 + Penalty 2838.888895 = -615189.775141
  nChanged 338
		SP:Iteration 5F (21696.610000 sec): 3 clusters
  Score: Raw -618253.026926 + Penalty 2838.888895 = -615414.138030
  nChanged 327
		SP:Iteration 6F (21696.830000 sec): 3 clusters
  Score: Raw -618457.805755 + Penalty 2838.888895 = -615618.916860
  nChanged 312
		SP:Iteration 7F (21697.010000 sec): 3 clusters
  Score: Raw -618667.853938 + Penalty 2838.888895 = -615828.965042
  nChanged 283
		SP:Iteration 8Q (21697.220000 sec): 3 clusters
  Score: Raw -618845.704182 + Penalty 2838.888895 = -616006.815287
  nChanged 242
		SP:Iteration 9Q (21697.480000 sec): 3 clusters
  Score: Raw -619004.261681 + Penalty 2838.888895 = -616165.372786
  nChanged 216
		SP:Iteration 10Q (21697.680000 sec): 3 clusters
  Score: Raw -619142.627544 + Penalty 2838.888895 = -616303.738649
  nChanged 180
		SP:Iteration 11Q (21697.870000 sec): 3 clusters
  Score: Raw -619260.065558 + Penalty 2838.888895 = -616421.176663
  nChanged 180
		SP:Iteration 12Q (21698.060000 sec): 3 clusters
  Score: Raw -619385.791844 + Penalty 2838.888895 = -616546.902949
  nChanged 147
		SP:Iteration 13Q (21698.230000 sec): 3 clusters
  Score: Raw -619488.449507 + Penalty 2838.888895 = -616649.560612
  nChanged 137
		SP:Iteration 14Q (21698.420000 sec): 3 clusters
  Score: Raw -619570.026420 + Penalty 2838.888895 = -616731.137525
  nChanged 88
		SP:Iteration 15Q (21698.620000 sec): 3 clusters
  Score: Raw -619614.397759 + Penalty 2838.888895 = -616775.508863
  nChanged 70
		SP:Iteration 16Q (21698.840000 sec): 3 clusters
  Score: Raw -619647.937810 + Penalty 2838.888895 = -616809.048915
  nChanged 62
		SP:Iteration 17Q (21699.000000 sec): 3 clusters
  Score: Raw -619672.437858 + Penalty 2838.888895 = -616833.548963
  nChanged 50
		SP:Iteration 18Q (21699.220000 sec): 3 clusters
  Score: Raw -619692.292209 + Penalty 2838.888895 = -616853.403314
  nChanged 35
		SP:Iteration 19Q (21699.410000 sec): 3 clusters
  Score: Raw -619709.117640 + Penalty 2838.888895 = -616870.228744
  nChanged 37
		SP:Iteration 20F (21699.610000 sec): 3 clusters
  Score: Raw -619724.956475 + Penalty 2838.888895 = -616886.067580
  nChanged 28
		SP:Iteration 21Q (21699.840000 sec): 3 clusters
  Score: Raw -619735.652533 + Penalty 2838.888895 = -616896.763638
  nChanged 27
		SP:Iteration 22Q (21699.990000 sec): 3 clusters
  Score: Raw -619745.710656 + Penalty 2838.888895 = -616906.821761
  nChanged 22
		SP:Iteration 23Q (21700.220000 sec): 3 clusters
  Score: Raw -619752.559743 + Penalty 2838.888895 = -616913.670848
  nChanged 19
		SP:Iteration 24Q (21700.420000 sec): 3 clusters
  Score: Raw -619758.666988 + Penalty 2838.888895 = -616919.778092
  nChanged 11
		SP:Iteration 25Q (21700.590000 sec): 3 clusters
  Score: Raw -619764.460104 + Penalty 2838.888895 = -616925.571209
  nChanged 13
		SP:Iteration 26Q (21700.780000 sec): 3 clusters
  Score: Raw -619771.020696 + Penalty 2838.888895 = -616932.131801
  nChanged 16
		SP:Iteration 27Q (21700.970000 sec): 3 clusters
  Score: Raw -619778.460335 + Penalty 2838.888895 = -616939.571440
  nChanged 12
		SP:Iteration 28Q (21701.190000 sec): 3 clusters
  Score: Raw -619781.808038 + Penalty 2838.888895 = -616942.919143
  nChanged 6
		SP:Iteration 29Q (21701.370000 sec): 3 clusters
  Score: Raw -619784.557221 + Penalty 2838.888895 = -616945.668325
  nChanged 9
		SP:Iteration 30Q (21701.560000 sec): 3 clusters
  Score: Raw -619788.859895 + Penalty 2838.888895 = -616949.971000
  nChanged 8
		SP:Iteration 31Q (21701.760000 sec): 3 clusters
  Score: Raw -619792.790405 + Penalty 2838.888895 = -616953.901509
  nChanged 7
		SP:Iteration 32Q (21701.980000 sec): 3 clusters
  Score: Raw -619795.074653 + Penalty 2838.888895 = -616956.185758
  nChanged 3
		SP:Iteration 33Q (21702.210000 sec): 3 clusters
  Score: Raw -619795.772656 + Penalty 2838.888895 = -616956.883761
  nChanged 3
		SP:Iteration 34Q (21702.370000 sec): 3 clusters
  Score: Raw -619797.828951 + Penalty 2838.888895 = -616958.940056
  nChanged 4
		SP:Iteration 35Q (21702.610000 sec): 3 clusters
  Score: Raw -619799.052790 + Penalty 2838.888895 = -616960.163895
  nChanged 5
		SP:Iteration 36Q (21702.790000 sec): 3 clusters
  Score: Raw -619800.935949 + Penalty 2838.888895 = -616962.047054
  nChanged 4
		SP:Iteration 37Q (21702.960000 sec): 3 clusters
  Score: Raw -619802.898859 + Penalty 2838.888895 = -616964.009964
  nChanged 6
		SP:Iteration 38Q (21703.180000 sec): 3 clusters
  Score: Raw -619805.992866 + Penalty 2838.888895 = -616967.103971
  nChanged 4
		SP:Iteration 39Q (21703.390000 sec): 3 clusters
  Score: Raw -619806.797381 + Penalty 2838.888895 = -616967.908486
  nChanged 4
		SP:Iteration 40F (21703.610000 sec): 3 clusters
  Score: Raw -619808.061629 + Penalty 2838.888895 = -616969.172734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (23040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21703.830000 sec): 2 clusters
  Score: Raw -2338642.631419 + Penalty 1632.310406 = -2337010.321013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21704.100000 sec): 3 clusters
  Score: Raw -2324602.718399 + Penalty 3264.620812 = -2321338.097587
  nChanged 10544
		SP:Iteration 1F (21704.390000 sec): 3 clusters
  Score: Raw -2330531.248693 + Penalty 3264.620812 = -2327266.627881
  nChanged 1246
		SP:Iteration 2F (21704.690000 sec): 3 clusters
  Score: Raw -2331063.754867 + Penalty 3264.620812 = -2327799.134054
  nChanged 1190
		SP:Iteration 3F (21704.920000 sec): 3 clusters
  Score: Raw -2331570.251024 + Penalty 3264.620812 = -2328305.630211
  nChanged 1176
		SP:Iteration 4F (21705.210000 sec): 3 clusters
  Score: Raw -2332093.981035 + Penalty 3264.620812 = -2328829.360223
  nChanged 1201
		SP:Iteration 5F (21705.500000 sec): 3 clusters
  Score: Raw -2332672.372195 + Penalty 3264.620812 = -2329407.751382
  nChanged 1293
		SP:Iteration 6F (21705.820000 sec): 3 clusters
  Score: Raw -2333339.200875 + Penalty 3264.620812 = -2330074.580063
  nChanged 1361
		SP:Iteration 7F (21706.080000 sec): 3 clusters
  Score: Raw -2334126.630229 + Penalty 3264.620812 = -2330862.009417
  nChanged 1348
		SP:Iteration 8F (21706.350000 sec): 3 clusters
  Score: Raw -2334920.662003 + Penalty 3264.620812 = -2331656.041190
  nChanged 1264
		SP:Iteration 9F (21706.640000 sec): 3 clusters
  Score: Raw -2335690.133286 + Penalty 3264.620812 = -2332425.512474
  nChanged 1092
		SP:Iteration 10Q (21707.010000 sec): 3 clusters
  Score: Raw -2336370.968794 + Penalty 3264.620812 = -2333106.347982
  nChanged 903
		SP:Iteration 11Q (21707.300000 sec): 3 clusters
  Score: Raw -2336941.795610 + Penalty 3264.620812 = -2333677.174797
  nChanged 750
		SP:Iteration 12Q (21707.620000 sec): 3 clusters
  Score: Raw -2337442.944145 + Penalty 3264.620812 = -2334178.323332
  nChanged 614
		SP:Iteration 13Q (21707.950000 sec): 3 clusters
  Score: Raw -2337856.100664 + Penalty 3264.620812 = -2334591.479851
  nChanged 462
		SP:Iteration 14Q (21708.220000 sec): 3 clusters
  Score: Raw -2338153.586484 + Penalty 3264.620812 = -2334888.965672
  nChanged 313
		SP:Iteration 15Q (21708.570000 sec): 3 clusters
  Score: Raw -2338347.820534 + Penalty 3264.620812 = -2335083.199721
  nChanged 226
		SP:Iteration 16Q (21708.820000 sec): 3 clusters
  Score: Raw -2338491.726992 + Penalty 3264.620812 = -2335227.106180
  nChanged 188
		SP:Iteration 17Q (21709.130000 sec): 3 clusters
  Score: Raw -2338634.662469 + Penalty 3264.620812 = -2335370.041657
  nChanged 140
		SP:Iteration 18Q (21709.410000 sec): 3 clusters
  Score: Raw -2338727.315662 + Penalty 3264.620812 = -2335462.694850
  nChanged 90
		SP:Iteration 19Q (21709.700000 sec): 3 clusters
  Score: Raw -2338785.652413 + Penalty 3264.620812 = -2335521.031601
  nChanged 72
		SP:Iteration 20F (21709.990000 sec): 3 clusters
  Score: Raw -2338821.074544 + Penalty 3264.620812 = -2335556.453731
  nChanged 43
		SP:Iteration 21Q (21710.260000 sec): 3 clusters
  Score: Raw -2338844.819391 + Penalty 3264.620812 = -2335580.198578
  nChanged 33
		SP:Iteration 22Q (21710.520000 sec): 3 clusters
  Score: Raw -2338867.761334 + Penalty 3264.620812 = -2335603.140521
  nChanged 32
		SP:Iteration 23Q (21710.830000 sec): 3 clusters
  Score: Raw -2338888.326673 + Penalty 3264.620812 = -2335623.705860
  nChanged 27
		SP:Iteration 24Q (21711.100000 sec): 3 clusters
  Score: Raw -2338901.166436 + Penalty 3264.620812 = -2335636.545624
  nChanged 14
		SP:Iteration 25Q (21711.400000 sec): 3 clusters
  Score: Raw -2338908.451901 + Penalty 3264.620812 = -2335643.831088
  nChanged 15
		SP:Iteration 26Q (21711.660000 sec): 3 clusters
  Score: Raw -2338916.209117 + Penalty 3264.620812 = -2335651.588305
  nChanged 14
		SP:Iteration 27Q (21711.920000 sec): 3 clusters
  Score: Raw -2338922.955380 + Penalty 3264.620812 = -2335658.334568
  nChanged 16
		SP:Iteration 28Q (21712.180000 sec): 3 clusters
  Score: Raw -2338929.083096 + Penalty 3264.620812 = -2335664.462284
  nChanged 9
		SP:Iteration 29Q (21712.450000 sec): 3 clusters
  Score: Raw -2338933.027935 + Penalty 3264.620812 = -2335668.407122
  nChanged 4
		SP:Iteration 30Q (21712.760000 sec): 3 clusters
  Score: Raw -2338934.351614 + Penalty 3264.620812 = -2335669.730802
  nChanged 4
		SP:Iteration 31Q (21713.060000 sec): 3 clusters
  Score: Raw -2338935.738931 + Penalty 3264.620812 = -2335671.118119
  nChanged 2
		SP:Iteration 32Q (21713.360000 sec): 3 clusters
  Score: Raw -2338936.862748 + Penalty 3264.620812 = -2335672.241935
  nChanged 3
		SP:Iteration 33Q (21713.640000 sec): 3 clusters
  Score: Raw -2338938.103103 + Penalty 3264.620812 = -2335673.482291
  nChanged 3
		SP:Iteration 34Q (21713.880000 sec): 3 clusters
  Score: Raw -2338939.426891 + Penalty 3264.620812 = -2335674.806079
  nChanged 2
		SP:Iteration 35Q (21714.180000 sec): 3 clusters
  Score: Raw -2338940.137760 + Penalty 3264.620812 = -2335675.516947
  nChanged 1
		SP:Iteration 36Q (21714.430000 sec): 3 clusters
  Score: Raw -2338940.645494 + Penalty 3264.620812 = -2335676.024682
  nChanged 0
		SP:Iteration 37F (21714.680000 sec): 3 clusters
  Score: Raw -2338940.645494 + Penalty 3264.620812 = -2335676.024682
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (2233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21714.780000 sec): 2 clusters
  Score: Raw -202391.248676 + Penalty 1253.053953 = -201138.194722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21715.010000 sec): 3 clusters
  Score: Raw -201467.861292 + Penalty 2506.107907 = -198961.753385
  nChanged 779
		SP:Iteration 1F (21715.200000 sec): 3 clusters
  Score: Raw -202088.452535 + Penalty 2506.107907 = -199582.344628
  nChanged 228
		SP:Iteration 2F (21715.360000 sec): 3 clusters
  Score: Raw -202304.204496 + Penalty 2506.107907 = -199798.096590
  nChanged 141
		SP:Iteration 3F (21715.530000 sec): 3 clusters
  Score: Raw -202449.535155 + Penalty 2506.107907 = -199943.427248
  nChanged 110
		SP:Iteration 4Q (21715.710000 sec): 3 clusters
  Score: Raw -202565.236383 + Penalty 2506.107907 = -200059.128476
  nChanged 101
		SP:Iteration 5Q (21715.910000 sec): 3 clusters
  Score: Raw -202664.899905 + Penalty 2506.107907 = -200158.791998
  nChanged 83
		SP:Iteration 6Q (21716.150000 sec): 3 clusters
  Score: Raw -202739.504560 + Penalty 2506.107907 = -200233.396653
  nChanged 58
		SP:Iteration 7Q (21716.320000 sec): 3 clusters
  Score: Raw -202779.122586 + Penalty 2506.107907 = -200273.014680
  nChanged 36
		SP:Iteration 8Q (21716.540000 sec): 3 clusters
  Score: Raw -202802.371571 + Penalty 2506.107907 = -200296.263664
  nChanged 38
		SP:Iteration 9Q (21716.720000 sec): 3 clusters
  Score: Raw -202831.059778 + Penalty 2506.107907 = -200324.951871
  nChanged 31
		SP:Iteration 10Q (21716.940000 sec): 3 clusters
  Score: Raw -202856.393031 + Penalty 2506.107907 = -200350.285124
  nChanged 27
		SP:Iteration 11Q (21717.100000 sec): 3 clusters
  Score: Raw -202880.062239 + Penalty 2506.107907 = -200373.954333
  nChanged 20
		SP:Iteration 12Q (21717.310000 sec): 3 clusters
  Score: Raw -202892.355673 + Penalty 2506.107907 = -200386.247766
  nChanged 18
		SP:Iteration 13Q (21717.490000 sec): 3 clusters
  Score: Raw -202901.146601 + Penalty 2506.107907 = -200395.038694
  nChanged 14
		SP:Iteration 14Q (21717.700000 sec): 3 clusters
  Score: Raw -202908.386192 + Penalty 2506.107907 = -200402.278286
  nChanged 9
		SP:Iteration 15Q (21717.880000 sec): 3 clusters
  Score: Raw -202913.011923 + Penalty 2506.107907 = -200406.904016
  nChanged 7
		SP:Iteration 16Q (21718.050000 sec): 3 clusters
  Score: Raw -202921.189277 + Penalty 2506.107907 = -200415.081370
  nChanged 18
		SP:Iteration 17Q (21718.220000 sec): 3 clusters
  Score: Raw -202931.784507 + Penalty 2506.107907 = -200425.676600
  nChanged 13
		SP:Iteration 18Q (21718.410000 sec): 3 clusters
  Score: Raw -202938.916627 + Penalty 2506.107907 = -200432.808720
  nChanged 12
		SP:Iteration 19Q (21718.620000 sec): 3 clusters
  Score: Raw -202944.095605 + Penalty 2506.107907 = -200437.987698
  nChanged 13
		SP:Iteration 20F (21718.780000 sec): 3 clusters
  Score: Raw -202951.230953 + Penalty 2506.107907 = -200445.123047
  nChanged 8
		SP:Iteration 21Q (21719.000000 sec): 3 clusters
  Score: Raw -202955.325892 + Penalty 2506.107907 = -200449.217985
  nChanged 7
		SP:Iteration 22Q (21719.170000 sec): 3 clusters
  Score: Raw -202959.194784 + Penalty 2506.107907 = -200453.086877
  nChanged 7
		SP:Iteration 23Q (21719.360000 sec): 3 clusters
  Score: Raw -202963.159696 + Penalty 2506.107907 = -200457.051789
  nChanged 7
		SP:Iteration 24Q (21719.520000 sec): 3 clusters
  Score: Raw -202967.957586 + Penalty 2506.107907 = -200461.849679
  nChanged 8
		SP:Iteration 25Q (21719.690000 sec): 3 clusters
  Score: Raw -202971.014266 + Penalty 2506.107907 = -200464.906359
  nChanged 7
		SP:Iteration 26Q (21719.920000 sec): 3 clusters
  Score: Raw -202973.471491 + Penalty 2506.107907 = -200467.363584
  nChanged 5
		SP:Iteration 27Q (21720.070000 sec): 3 clusters
  Score: Raw -202975.296299 + Penalty 2506.107907 = -200469.188392
  nChanged 1
		SP:Iteration 28Q (21720.310000 sec): 3 clusters
  Score: Raw -202975.663277 + Penalty 2506.107907 = -200469.555370
  nChanged 2
		SP:Iteration 29Q (21720.480000 sec): 3 clusters
  Score: Raw -202976.257302 + Penalty 2506.107907 = -200470.149396
  nChanged 1
		SP:Iteration 30Q (21720.660000 sec): 3 clusters
  Score: Raw -202977.142420 + Penalty 2506.107907 = -200471.034513
  nChanged 1
		SP:Iteration 31Q (21720.830000 sec): 3 clusters
  Score: Raw -202977.504923 + Penalty 2506.107907 = -200471.397016
  nChanged 1
		SP:Iteration 32Q (21721.020000 sec): 3 clusters
  Score: Raw -202978.351235 + Penalty 2506.107907 = -200472.243328
  nChanged 1
		SP:Iteration 33Q (21721.230000 sec): 3 clusters
  Score: Raw -202978.769698 + Penalty 2506.107907 = -200472.661791
  nChanged 0
		SP:Iteration 34F (21721.440000 sec): 3 clusters
  Score: Raw -202978.769698 + Penalty 2506.107907 = -200472.661791
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21721.550000 sec): 2 clusters
  Score: Raw -61819.387926 + Penalty 1042.187081 = -60777.200845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21721.780000 sec): 3 clusters
  Score: Raw -61745.580653 + Penalty 2084.374161 = -59661.206492
  nChanged 147
		SP:Iteration 1F (21721.930000 sec): 3 clusters
  Score: Raw -62044.422747 + Penalty 2084.374161 = -59960.048586
  nChanged 52
		SP:Iteration 2F (21722.140000 sec): 3 clusters
  Score: Raw -62169.949848 + Penalty 2084.374161 = -60085.575687
  nChanged 36
		SP:Iteration 3F (21722.290000 sec): 3 clusters
  Score: Raw -62231.045739 + Penalty 2084.374161 = -60146.671578
  nChanged 26
		SP:Iteration 4Q (21722.530000 sec): 3 clusters
  Score: Raw -62268.481130 + Penalty 2084.374161 = -60184.106969
  nChanged 19
		SP:Iteration 5Q (21722.670000 sec): 3 clusters
  Score: Raw -62305.474508 + Penalty 2084.374161 = -60221.100347
  nChanged 24
		SP:Iteration 6Q (21722.820000 sec): 3 clusters
  Score: Raw -62355.555191 + Penalty 2084.374161 = -60271.181030
  nChanged 17
		SP:Iteration 7Q (21722.980000 sec): 3 clusters
  Score: Raw -62383.963251 + Penalty 2084.374161 = -60299.589090
  nChanged 14
		SP:Iteration 8Q (21723.180000 sec): 3 clusters
  Score: Raw -62410.444275 + Penalty 2084.374161 = -60326.070114
  nChanged 12
		SP:Iteration 9Q (21723.380000 sec): 3 clusters
  Score: Raw -62428.727536 + Penalty 2084.374161 = -60344.353375
  nChanged 13
		SP:Iteration 10Q (21723.560000 sec): 3 clusters
  Score: Raw -62451.212725 + Penalty 2084.374161 = -60366.838564
  nChanged 9
		SP:Iteration 11Q (21723.770000 sec): 3 clusters
  Score: Raw -62470.552618 + Penalty 2084.374161 = -60386.178457
  nChanged 7
		SP:Iteration 12Q (21723.940000 sec): 3 clusters
  Score: Raw -62484.344613 + Penalty 2084.374161 = -60399.970452
  nChanged 2
		SP:Iteration 13Q (21724.140000 sec): 3 clusters
  Score: Raw -62488.105753 + Penalty 2084.374161 = -60403.731592
  nChanged 2
		SP:Iteration 14Q (21724.310000 sec): 3 clusters
  Score: Raw -62490.682346 + Penalty 2084.374161 = -60406.308185
  nChanged 1
		SP:Iteration 15Q (21724.460000 sec): 3 clusters
  Score: Raw -62491.995370 + Penalty 2084.374161 = -60407.621209
  nChanged 2
		SP:Iteration 16Q (21724.640000 sec): 3 clusters
  Score: Raw -62500.704502 + Penalty 2084.374161 = -60416.330341
  nChanged 1
		SP:Iteration 17Q (21724.840000 sec): 3 clusters
  Score: Raw -62502.818285 + Penalty 2084.374161 = -60418.444124
  nChanged 1
		SP:Iteration 18Q (21724.990000 sec): 3 clusters
  Score: Raw -62504.796199 + Penalty 2084.374161 = -60420.422038
  nChanged 1
		SP:Iteration 19Q (21725.200000 sec): 3 clusters
  Score: Raw -62505.893557 + Penalty 2084.374161 = -60421.519396
  nChanged 2
		SP:Iteration 20F (21725.350000 sec): 3 clusters
  Score: Raw -62514.871356 + Penalty 2084.374161 = -60430.497195
  nChanged 2
		SP:Iteration 21Q (21725.550000 sec): 3 clusters
  Score: Raw -62552.971924 + Penalty 2084.374161 = -60468.597763
  nChanged 3
		SP:Iteration 22Q (21725.720000 sec): 3 clusters
  Score: Raw -62561.281509 + Penalty 2084.374161 = -60476.907348
  nChanged 3
		SP:Iteration 23Q (21725.920000 sec): 3 clusters
  Score: Raw -62568.952495 + Penalty 2084.374161 = -60484.578334
  nChanged 4
		SP:Iteration 24Q (21726.130000 sec): 3 clusters
  Score: Raw -62582.804744 + Penalty 2084.374161 = -60498.430583
  nChanged 3
		SP:Iteration 25Q (21726.320000 sec): 3 clusters
  Score: Raw -62591.639379 + Penalty 2084.374161 = -60507.265218
  nChanged 1
		SP:Iteration 26Q (21726.540000 sec): 3 clusters
  Score: Raw -62594.259059 + Penalty 2084.374161 = -60509.884898
  nChanged 1
		SP:Iteration 27Q (21726.740000 sec): 3 clusters
  Score: Raw -62596.188200 + Penalty 2084.374161 = -60511.814039
  nChanged 2
		SP:Iteration 28Q (21726.950000 sec): 3 clusters
  Score: Raw -62601.192619 + Penalty 2084.374161 = -60516.818458
  nChanged 2
		SP:Iteration 29Q (21727.170000 sec): 3 clusters
  Score: Raw -62609.041670 + Penalty 2084.374161 = -60524.667509
  nChanged 3
		SP:Iteration 30Q (21727.400000 sec): 3 clusters
  Score: Raw -62621.274599 + Penalty 2084.374161 = -60536.900437
  nChanged 5
		SP:Iteration 31Q (21727.500000 sec): 3 clusters
  Score: Raw -62647.911962 + Penalty 2084.374161 = -60563.537801
  nChanged 10
		SP:Iteration 32Q (21727.640000 sec): 3 clusters
  Score: Raw -62735.820120 + Penalty 2084.374161 = -60651.445958
  nChanged 10
		SP:Iteration 33Q (21727.800000 sec): 3 clusters
  Score: Raw -62886.843650 + Penalty 2084.374161 = -60802.469489
  nChanged 3
		SP:Iteration 34Q (21728.010000 sec): 3 clusters
  Score: Raw -62902.067635 + Penalty 2084.374161 = -60817.693474
  nChanged 0
		SP:Iteration 35F (21728.230000 sec): 3 clusters
  Score: Raw -62902.780401 + Penalty 2084.374161 = -60818.406240
  nChanged 1
		SP:Iteration 36Q (21728.460000 sec): 3 clusters
  Score: Raw -62905.692386 + Penalty 2084.374161 = -60821.318225
  nChanged 0
		SP:Iteration 37F (21728.640000 sec): 3 clusters
  Score: Raw -62905.692386 + Penalty 2084.374161 = -60821.318225
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21728.740000 sec): 2 clusters
  Score: Raw -472519.141843 + Penalty 1371.445398 = -471147.696445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21728.960000 sec): 3 clusters
  Score: Raw -470164.678126 + Penalty 2742.890796 = -467421.787330
  nChanged 1828
		SP:Iteration 1F (21729.150000 sec): 3 clusters
  Score: Raw -471187.285731 + Penalty 2742.890796 = -468444.394935
  nChanged 366
		SP:Iteration 2F (21729.360000 sec): 3 clusters
  Score: Raw -471418.700552 + Penalty 2742.890796 = -468675.809756
  nChanged 267
		SP:Iteration 3F (21729.570000 sec): 3 clusters
  Score: Raw -471584.184580 + Penalty 2742.890796 = -468841.293783
  nChanged 222
		SP:Iteration 4Q (21729.730000 sec): 3 clusters
  Score: Raw -471724.848122 + Penalty 2742.890796 = -468981.957326
  nChanged 197
		SP:Iteration 5Q (21729.930000 sec): 3 clusters
  Score: Raw -471845.647683 + Penalty 2742.890796 = -469102.756887
  nChanged 177
		SP:Iteration 6Q (21730.130000 sec): 3 clusters
  Score: Raw -471957.877714 + Penalty 2742.890796 = -469214.986918
  nChanged 167
		SP:Iteration 7Q (21730.330000 sec): 3 clusters
  Score: Raw -472074.511440 + Penalty 2742.890796 = -469331.620644
  nChanged 156
		SP:Iteration 8Q (21730.500000 sec): 3 clusters
  Score: Raw -472187.028214 + Penalty 2742.890796 = -469444.137418
  nChanged 130
		SP:Iteration 9Q (21730.680000 sec): 3 clusters
  Score: Raw -472284.162012 + Penalty 2742.890796 = -469541.271216
  nChanged 102
		SP:Iteration 10Q (21730.870000 sec): 3 clusters
  Score: Raw -472364.356067 + Penalty 2742.890796 = -469621.465271
  nChanged 91
		SP:Iteration 11Q (21731.040000 sec): 3 clusters
  Score: Raw -472428.314998 + Penalty 2742.890796 = -469685.424202
  nChanged 67
		SP:Iteration 12Q (21731.220000 sec): 3 clusters
  Score: Raw -472483.425311 + Penalty 2742.890796 = -469740.534515
  nChanged 49
		SP:Iteration 13Q (21731.410000 sec): 3 clusters
  Score: Raw -472519.720422 + Penalty 2742.890796 = -469776.829626
  nChanged 31
		SP:Iteration 14Q (21731.570000 sec): 3 clusters
  Score: Raw -472538.338502 + Penalty 2742.890796 = -469795.447706
  nChanged 22
		SP:Iteration 15Q (21731.740000 sec): 3 clusters
  Score: Raw -472556.539636 + Penalty 2742.890796 = -469813.648839
  nChanged 22
		SP:Iteration 16Q (21731.960000 sec): 3 clusters
  Score: Raw -472570.903834 + Penalty 2742.890796 = -469828.013038
  nChanged 15
		SP:Iteration 17Q (21732.150000 sec): 3 clusters
  Score: Raw -472581.562178 + Penalty 2742.890796 = -469838.671381
  nChanged 7
		SP:Iteration 18Q (21732.310000 sec): 3 clusters
  Score: Raw -472586.532023 + Penalty 2742.890796 = -469843.641226
  nChanged 7
		SP:Iteration 19Q (21732.510000 sec): 3 clusters
  Score: Raw -472592.120679 + Penalty 2742.890796 = -469849.229882
  nChanged 7
		SP:Iteration 20F (21732.700000 sec): 3 clusters
  Score: Raw -472599.887470 + Penalty 2742.890796 = -469856.996673
  nChanged 6
		SP:Iteration 21Q (21732.870000 sec): 3 clusters
  Score: Raw -472605.099694 + Penalty 2742.890796 = -469862.208898
  nChanged 6
		SP:Iteration 22Q (21733.070000 sec): 3 clusters
  Score: Raw -472609.311062 + Penalty 2742.890796 = -469866.420265
  nChanged 4
		SP:Iteration 23Q (21733.230000 sec): 3 clusters
  Score: Raw -472610.998277 + Penalty 2742.890796 = -469868.107481
  nChanged 2
		SP:Iteration 24Q (21733.440000 sec): 3 clusters
  Score: Raw -472612.250818 + Penalty 2742.890796 = -469869.360021
  nChanged 3
		SP:Iteration 25Q (21733.630000 sec): 3 clusters
  Score: Raw -472613.080567 + Penalty 2742.890796 = -469870.189771
  nChanged 3
		SP:Iteration 26Q (21733.850000 sec): 3 clusters
  Score: Raw -472615.799242 + Penalty 2742.890796 = -469872.908446
  nChanged 4
		SP:Iteration 27Q (21734.120000 sec): 3 clusters
  Score: Raw -472619.761488 + Penalty 2742.890796 = -469876.870692
  nChanged 3
		SP:Iteration 28Q (21734.330000 sec): 3 clusters
  Score: Raw -472621.959789 + Penalty 2742.890796 = -469879.068993
  nChanged 3
		SP:Iteration 29Q (21734.520000 sec): 3 clusters
  Score: Raw -472624.692861 + Penalty 2742.890796 = -469881.802065
  nChanged 3
		SP:Iteration 30Q (21734.720000 sec): 3 clusters
  Score: Raw -472626.878035 + Penalty 2742.890796 = -469883.987238
  nChanged 2
		SP:Iteration 31Q (21734.910000 sec): 3 clusters
  Score: Raw -472627.570869 + Penalty 2742.890796 = -469884.680073
  nChanged 3
		SP:Iteration 32Q (21735.150000 sec): 3 clusters
  Score: Raw -472629.489238 + Penalty 2742.890796 = -469886.598442
  nChanged 0
		SP:Iteration 33F (21735.350000 sec): 3 clusters
  Score: Raw -472629.489238 + Penalty 2742.890796 = -469886.598442
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21735.450000 sec): 2 clusters
  Score: Raw -484069.958963 + Penalty 1362.901232 = -482707.057731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21735.640000 sec): 3 clusters
  Score: Raw -481798.140083 + Penalty 2725.802464 = -479072.337619
  nChanged 1760
		SP:Iteration 1F (21735.820000 sec): 3 clusters
  Score: Raw -482734.572846 + Penalty 2725.802464 = -480008.770381
  nChanged 298
		SP:Iteration 2F (21736.030000 sec): 3 clusters
  Score: Raw -482900.823717 + Penalty 2725.802464 = -480175.021253
  nChanged 231
		SP:Iteration 3F (21736.230000 sec): 3 clusters
  Score: Raw -483005.861367 + Penalty 2725.802464 = -480280.058902
  nChanged 166
		SP:Iteration 4Q (21736.430000 sec): 3 clusters
  Score: Raw -483075.868160 + Penalty 2725.802464 = -480350.065696
  nChanged 119
		SP:Iteration 5Q (21736.590000 sec): 3 clusters
  Score: Raw -483122.336272 + Penalty 2725.802464 = -480396.533807
  nChanged 103
		SP:Iteration 6Q (21736.760000 sec): 3 clusters
  Score: Raw -483161.570556 + Penalty 2725.802464 = -480435.768091
  nChanged 72
		SP:Iteration 7Q (21736.980000 sec): 3 clusters
  Score: Raw -483183.467614 + Penalty 2725.802464 = -480457.665150
  nChanged 53
		SP:Iteration 8Q (21737.170000 sec): 3 clusters
  Score: Raw -483198.511451 + Penalty 2725.802464 = -480472.708987
  nChanged 46
		SP:Iteration 9Q (21737.370000 sec): 3 clusters
  Score: Raw -483211.232133 + Penalty 2725.802464 = -480485.429668
  nChanged 34
		SP:Iteration 10Q (21737.540000 sec): 3 clusters
  Score: Raw -483221.571706 + Penalty 2725.802464 = -480495.769242
  nChanged 34
		SP:Iteration 11Q (21737.750000 sec): 3 clusters
  Score: Raw -483230.401897 + Penalty 2725.802464 = -480504.599432
  nChanged 32
		SP:Iteration 12Q (21737.950000 sec): 3 clusters
  Score: Raw -483238.561246 + Penalty 2725.802464 = -480512.758782
  nChanged 28
		SP:Iteration 13Q (21738.130000 sec): 3 clusters
  Score: Raw -483245.196731 + Penalty 2725.802464 = -480519.394267
  nChanged 24
		SP:Iteration 14Q (21738.340000 sec): 3 clusters
  Score: Raw -483251.542750 + Penalty 2725.802464 = -480525.740285
  nChanged 19
		SP:Iteration 15Q (21738.520000 sec): 3 clusters
  Score: Raw -483256.204265 + Penalty 2725.802464 = -480530.401800
  nChanged 14
		SP:Iteration 16Q (21738.700000 sec): 3 clusters
  Score: Raw -483259.563689 + Penalty 2725.802464 = -480533.761225
  nChanged 15
		SP:Iteration 17Q (21738.900000 sec): 3 clusters
  Score: Raw -483263.910171 + Penalty 2725.802464 = -480538.107707
  nChanged 20
		SP:Iteration 18Q (21739.100000 sec): 3 clusters
  Score: Raw -483269.259495 + Penalty 2725.802464 = -480543.457031
  nChanged 24
		SP:Iteration 19Q (21739.270000 sec): 3 clusters
  Score: Raw -483276.119047 + Penalty 2725.802464 = -480550.316582
  nChanged 29
		SP:Iteration 20F (21739.510000 sec): 3 clusters
  Score: Raw -483284.710603 + Penalty 2725.802464 = -480558.908138
  nChanged 30
		SP:Iteration 21Q (21739.650000 sec): 3 clusters
  Score: Raw -483294.206837 + Penalty 2725.802464 = -480568.404372
  nChanged 30
		SP:Iteration 22Q (21739.880000 sec): 3 clusters
  Score: Raw -483305.052421 + Penalty 2725.802464 = -480579.249957
  nChanged 33
		SP:Iteration 23Q (21740.090000 sec): 3 clusters
  Score: Raw -483315.822820 + Penalty 2725.802464 = -480590.020356
  nChanged 36
		SP:Iteration 24Q (21740.240000 sec): 3 clusters
  Score: Raw -483327.999924 + Penalty 2725.802464 = -480602.197459
  nChanged 33
		SP:Iteration 25Q (21740.430000 sec): 3 clusters
  Score: Raw -483338.727899 + Penalty 2725.802464 = -480612.925435
  nChanged 34
		SP:Iteration 26Q (21740.590000 sec): 3 clusters
  Score: Raw -483351.794179 + Penalty 2725.802464 = -480625.991715
  nChanged 30
		SP:Iteration 27Q (21740.830000 sec): 3 clusters
  Score: Raw -483360.732646 + Penalty 2725.802464 = -480634.930182
  nChanged 34
		SP:Iteration 28Q (21741.000000 sec): 3 clusters
  Score: Raw -483371.694012 + Penalty 2725.802464 = -480645.891548
  nChanged 26
		SP:Iteration 29Q (21741.190000 sec): 3 clusters
  Score: Raw -483378.184901 + Penalty 2725.802464 = -480652.382436
  nChanged 29
		SP:Iteration 30Q (21741.420000 sec): 3 clusters
  Score: Raw -483386.751302 + Penalty 2725.802464 = -480660.948838
  nChanged 45
		SP:Iteration 31Q (21741.560000 sec): 3 clusters
  Score: Raw -483400.688550 + Penalty 2725.802464 = -480674.886086
  nChanged 56
		SP:Iteration 32Q (21741.840000 sec): 3 clusters
  Score: Raw -483419.012298 + Penalty 2725.802464 = -480693.209834
  nChanged 42
		SP:Iteration 33Q (21742.030000 sec): 3 clusters
  Score: Raw -483431.657754 + Penalty 2725.802464 = -480705.855289
  nChanged 40
		SP:Iteration 34Q (21742.230000 sec): 3 clusters
  Score: Raw -483445.146151 + Penalty 2725.802464 = -480719.343686
  nChanged 42
		SP:Iteration 35Q (21742.480000 sec): 3 clusters
  Score: Raw -483458.277653 + Penalty 2725.802464 = -480732.475189
  nChanged 50
		SP:Iteration 36Q (21742.640000 sec): 3 clusters
  Score: Raw -483474.901185 + Penalty 2725.802464 = -480749.098721
  nChanged 53
		SP:Iteration 37Q (21742.820000 sec): 3 clusters
  Score: Raw -483499.504687 + Penalty 2725.802464 = -480773.702223
  nChanged 73
		SP:Iteration 38Q (21743.020000 sec): 3 clusters
  Score: Raw -483537.627223 + Penalty 2725.802464 = -480811.824759
  nChanged 70
		SP:Iteration 39Q (21743.210000 sec): 3 clusters
  Score: Raw -483579.026339 + Penalty 2725.802464 = -480853.223874
  nChanged 76
		SP:Iteration 40F (21743.410000 sec): 3 clusters
  Score: Raw -483613.554165 + Penalty 2725.802464 = -480887.751700
  nChanged 72
		SP:Iteration 41Q (21743.600000 sec): 3 clusters
  Score: Raw -483649.713193 + Penalty 2725.802464 = -480923.910729
  nChanged 75
		SP:Iteration 42Q (21743.800000 sec): 3 clusters
  Score: Raw -483687.587741 + Penalty 2725.802464 = -480961.785277
  nChanged 66
		SP:Iteration 43Q (21743.960000 sec): 3 clusters
  Score: Raw -483721.768815 + Penalty 2725.802464 = -480995.966350
  nChanged 78
		SP:Iteration 44Q (21744.140000 sec): 3 clusters
  Score: Raw -483768.644742 + Penalty 2725.802464 = -481042.842277
  nChanged 76
		SP:Iteration 45Q (21744.350000 sec): 3 clusters
  Score: Raw -483818.097394 + Penalty 2725.802464 = -481092.294929
  nChanged 72
		SP:Iteration 46Q (21744.550000 sec): 3 clusters
  Score: Raw -483866.829823 + Penalty 2725.802464 = -481141.027359
  nChanged 76
		SP:Iteration 47Q (21744.730000 sec): 3 clusters
  Score: Raw -483916.832124 + Penalty 2725.802464 = -481191.029660
  nChanged 70
		SP:Iteration 48Q (21744.880000 sec): 3 clusters
  Score: Raw -483959.412585 + Penalty 2725.802464 = -481233.610120
  nChanged 55
		SP:Iteration 49Q (21745.080000 sec): 3 clusters
  Score: Raw -483994.284395 + Penalty 2725.802464 = -481268.481930
  nChanged 44
		SP:Iteration 50Q (21745.310000 sec): 3 clusters
  Score: Raw -484026.928533 + Penalty 2725.802464 = -481301.126068
  nChanged 39
		SP:Iteration 51Q (21745.470000 sec): 3 clusters
  Score: Raw -484051.445558 + Penalty 2725.802464 = -481325.643093
  nChanged 34
		SP:Iteration 52Q (21745.660000 sec): 3 clusters
  Score: Raw -484076.345032 + Penalty 2725.802464 = -481350.542568
  nChanged 27
		SP:Iteration 53Q (21745.820000 sec): 3 clusters
  Score: Raw -484096.056391 + Penalty 2725.802464 = -481370.253927
  nChanged 25
		SP:Iteration 54Q (21746.010000 sec): 3 clusters
  Score: Raw -484111.272649 + Penalty 2725.802464 = -481385.470185
  nChanged 15
		SP:Iteration 55Q (21746.190000 sec): 3 clusters
  Score: Raw -484123.107317 + Penalty 2725.802464 = -481397.304853
  nChanged 10
		SP:Iteration 56Q (21746.390000 sec): 3 clusters
  Score: Raw -484130.287781 + Penalty 2725.802464 = -481404.485316
  nChanged 8
		SP:Iteration 57Q (21746.560000 sec): 3 clusters
  Score: Raw -484136.743792 + Penalty 2725.802464 = -481410.941327
  nChanged 11
		SP:Iteration 58Q (21746.720000 sec): 3 clusters
  Score: Raw -484145.922300 + Penalty 2725.802464 = -481420.119835
  nChanged 12
		SP:Iteration 59Q (21746.900000 sec): 3 clusters
  Score: Raw -484152.238664 + Penalty 2725.802464 = -481426.436200
  nChanged 9
		SP:Iteration 60F (21747.120000 sec): 3 clusters
  Score: Raw -484159.862864 + Penalty 2725.802464 = -481434.060400
  nChanged 6
		SP:Iteration 61Q (21747.260000 sec): 3 clusters
  Score: Raw -484164.542448 + Penalty 2725.802464 = -481438.739983
  nChanged 6
		SP:Iteration 62Q (21747.490000 sec): 3 clusters
  Score: Raw -484170.043618 + Penalty 2725.802464 = -481444.241154
  nChanged 3
		SP:Iteration 63Q (21747.660000 sec): 3 clusters
  Score: Raw -484173.782443 + Penalty 2725.802464 = -481447.979979
  nChanged 3
		SP:Iteration 64Q (21747.860000 sec): 3 clusters
  Score: Raw -484175.759113 + Penalty 2725.802464 = -481449.956648
  nChanged 2
		SP:Iteration 65Q (21748.050000 sec): 3 clusters
  Score: Raw -484177.003401 + Penalty 2725.802464 = -481451.200937
  nChanged 0
		SP:Iteration 66F (21748.200000 sec): 3 clusters
  Score: Raw -484177.003401 + Penalty 2725.802464 = -481451.200937
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21748.330000 sec): 2 clusters
  Score: Raw -861563.953048 + Penalty 1466.812379 = -860097.140669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21748.550000 sec): 3 clusters
  Score: Raw -856993.918738 + Penalty 2933.624759 = -854060.293979
  nChanged 3555
		SP:Iteration 1F (21748.810000 sec): 3 clusters
  Score: Raw -859003.444559 + Penalty 2933.624759 = -856069.819800
  nChanged 553
		SP:Iteration 2F (21749.040000 sec): 3 clusters
  Score: Raw -859324.937399 + Penalty 2933.624759 = -856391.312640
  nChanged 526
		SP:Iteration 3F (21749.240000 sec): 3 clusters
  Score: Raw -859638.405329 + Penalty 2933.624759 = -856704.780570
  nChanged 538
		SP:Iteration 4F (21749.490000 sec): 3 clusters
  Score: Raw -859998.537780 + Penalty 2933.624759 = -857064.913021
  nChanged 516
		SP:Iteration 5F (21749.680000 sec): 3 clusters
  Score: Raw -860337.722182 + Penalty 2933.624759 = -857404.097424
  nChanged 474
		SP:Iteration 6F (21749.890000 sec): 3 clusters
  Score: Raw -860652.684315 + Penalty 2933.624759 = -857719.059556
  nChanged 430
		SP:Iteration 7F (21750.120000 sec): 3 clusters
  Score: Raw -860915.390379 + Penalty 2933.624759 = -857981.765620
  nChanged 313
		SP:Iteration 8Q (21750.390000 sec): 3 clusters
  Score: Raw -861094.956010 + Penalty 2933.624759 = -858161.331251
  nChanged 250
		SP:Iteration 9Q (21750.580000 sec): 3 clusters
  Score: Raw -861231.381473 + Penalty 2933.624759 = -858297.756714
  nChanged 193
		SP:Iteration 10Q (21750.810000 sec): 3 clusters
  Score: Raw -861332.347130 + Penalty 2933.624759 = -858398.722372
  nChanged 159
		SP:Iteration 11Q (21751.030000 sec): 3 clusters
  Score: Raw -861413.196689 + Penalty 2933.624759 = -858479.571930
  nChanged 135
		SP:Iteration 12Q (21751.240000 sec): 3 clusters
  Score: Raw -861480.640759 + Penalty 2933.624759 = -858547.016001
  nChanged 102
		SP:Iteration 13Q (21751.470000 sec): 3 clusters
  Score: Raw -861540.260117 + Penalty 2933.624759 = -858606.635358
  nChanged 104
		SP:Iteration 14Q (21751.680000 sec): 3 clusters
  Score: Raw -861600.228805 + Penalty 2933.624759 = -858666.604046
  nChanged 90
		SP:Iteration 15Q (21751.920000 sec): 3 clusters
  Score: Raw -861650.553697 + Penalty 2933.624759 = -858716.928939
  nChanged 81
		SP:Iteration 16Q (21752.130000 sec): 3 clusters
  Score: Raw -861697.491125 + Penalty 2933.624759 = -858763.866366
  nChanged 69
		SP:Iteration 17Q (21752.340000 sec): 3 clusters
  Score: Raw -861735.414127 + Penalty 2933.624759 = -858801.789368
  nChanged 52
		SP:Iteration 18Q (21752.590000 sec): 3 clusters
  Score: Raw -861766.189929 + Penalty 2933.624759 = -858832.565170
  nChanged 45
		SP:Iteration 19Q (21752.780000 sec): 3 clusters
  Score: Raw -861791.532534 + Penalty 2933.624759 = -858857.907776
  nChanged 18
		SP:Iteration 20F (21752.990000 sec): 3 clusters
  Score: Raw -861799.769942 + Penalty 2933.624759 = -858866.145184
  nChanged 21
		SP:Iteration 21Q (21753.160000 sec): 3 clusters
  Score: Raw -861809.049049 + Penalty 2933.624759 = -858875.424291
  nChanged 16
		SP:Iteration 22Q (21753.360000 sec): 3 clusters
  Score: Raw -861817.129069 + Penalty 2933.624759 = -858883.504311
  nChanged 12
		SP:Iteration 23Q (21753.560000 sec): 3 clusters
  Score: Raw -861821.882275 + Penalty 2933.624759 = -858888.257516
  nChanged 13
		SP:Iteration 24Q (21753.760000 sec): 3 clusters
  Score: Raw -861825.460553 + Penalty 2933.624759 = -858891.835794
  nChanged 4
		SP:Iteration 25Q (21753.950000 sec): 3 clusters
  Score: Raw -861826.316167 + Penalty 2933.624759 = -858892.691409
  nChanged 5
		SP:Iteration 26Q (21754.190000 sec): 3 clusters
  Score: Raw -861827.824496 + Penalty 2933.624759 = -858894.199738
  nChanged 6
		SP:Iteration 27Q (21754.400000 sec): 3 clusters
  Score: Raw -861830.916020 + Penalty 2933.624759 = -858897.291261
  nChanged 4
		SP:Iteration 28Q (21754.620000 sec): 3 clusters
  Score: Raw -861832.898537 + Penalty 2933.624759 = -858899.273779
  nChanged 5
		SP:Iteration 29Q (21754.830000 sec): 3 clusters
  Score: Raw -861834.778841 + Penalty 2933.624759 = -858901.154082
  nChanged 3
		SP:Iteration 30Q (21755.020000 sec): 3 clusters
  Score: Raw -861835.420742 + Penalty 2933.624759 = -858901.795984
  nChanged 0
		SP:Iteration 31F (21755.280000 sec): 3 clusters
  Score: Raw -861835.420742 + Penalty 2933.624759 = -858901.795984
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21755.380000 sec): 2 clusters
  Score: Raw -772405.459463 + Penalty 1444.937673 = -770960.521791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21755.600000 sec): 3 clusters
  Score: Raw -768463.026219 + Penalty 2889.875346 = -765573.150873
  nChanged 3086
		SP:Iteration 1F (21755.770000 sec): 3 clusters
  Score: Raw -770088.738715 + Penalty 2889.875346 = -767198.863369
  nChanged 501
		SP:Iteration 2F (21755.990000 sec): 3 clusters
  Score: Raw -770302.376899 + Penalty 2889.875346 = -767412.501553
  nChanged 352
		SP:Iteration 3Q (21756.250000 sec): 3 clusters
  Score: Raw -770446.916139 + Penalty 2889.875346 = -767557.040794
  nChanged 274
		SP:Iteration 4Q (21756.440000 sec): 3 clusters
  Score: Raw -770546.043676 + Penalty 2889.875346 = -767656.168331
  nChanged 216
		SP:Iteration 5Q (21756.640000 sec): 3 clusters
  Score: Raw -770627.566018 + Penalty 2889.875346 = -767737.690672
  nChanged 175
		SP:Iteration 6Q (21756.860000 sec): 3 clusters
  Score: Raw -770697.904424 + Penalty 2889.875346 = -767808.029078
  nChanged 194
		SP:Iteration 7Q (21757.070000 sec): 3 clusters
  Score: Raw -770784.700244 + Penalty 2889.875346 = -767894.824898
  nChanged 196
		SP:Iteration 8Q (21757.290000 sec): 3 clusters
  Score: Raw -770885.571842 + Penalty 2889.875346 = -767995.696497
  nChanged 201
		SP:Iteration 9Q (21757.490000 sec): 3 clusters
  Score: Raw -771000.569445 + Penalty 2889.875346 = -768110.694100
  nChanged 230
		SP:Iteration 10Q (21757.740000 sec): 3 clusters
  Score: Raw -771141.311878 + Penalty 2889.875346 = -768251.436533
  nChanged 218
		SP:Iteration 11Q (21757.920000 sec): 3 clusters
  Score: Raw -771308.204595 + Penalty 2889.875346 = -768418.329250
  nChanged 251
		SP:Iteration 12Q (21758.120000 sec): 3 clusters
  Score: Raw -771489.147534 + Penalty 2889.875346 = -768599.272189
  nChanged 253
		SP:Iteration 13Q (21758.330000 sec): 3 clusters
  Score: Raw -771698.707645 + Penalty 2889.875346 = -768808.832299
  nChanged 281
		SP:Iteration 14Q (21758.510000 sec): 3 clusters
  Score: Raw -771956.977849 + Penalty 2889.875346 = -769067.102503
  nChanged 317
		SP:Iteration 15Q (21758.720000 sec): 3 clusters
  Score: Raw -772249.926387 + Penalty 2889.875346 = -769360.051041
  nChanged 292
		SP:Iteration 16Q (21758.930000 sec): 3 clusters
  Score: Raw -772469.786524 + Penalty 2889.875346 = -769579.911178
  nChanged 238
		SP:Iteration 17Q (21759.160000 sec): 3 clusters
  Score: Raw -772615.656151 + Penalty 2889.875346 = -769725.780806
  nChanged 201
		SP:Iteration 18Q (21759.410000 sec): 3 clusters
  Score: Raw -772722.309701 + Penalty 2889.875346 = -769832.434356
  nChanged 141
		SP:Iteration 19Q (21759.630000 sec): 3 clusters
  Score: Raw -772789.176316 + Penalty 2889.875346 = -769899.300970
  nChanged 101
		SP:Iteration 20F (21759.870000 sec): 3 clusters
  Score: Raw -772832.547679 + Penalty 2889.875346 = -769942.672333
  nChanged 83
		SP:Iteration 21Q (21760.050000 sec): 3 clusters
  Score: Raw -772865.360267 + Penalty 2889.875346 = -769975.484921
  nChanged 62
		SP:Iteration 22Q (21760.300000 sec): 3 clusters
  Score: Raw -772887.837116 + Penalty 2889.875346 = -769997.961770
  nChanged 49
		SP:Iteration 23Q (21760.530000 sec): 3 clusters
  Score: Raw -772905.796320 + Penalty 2889.875346 = -770015.920974
  nChanged 50
		SP:Iteration 24Q (21760.720000 sec): 3 clusters
  Score: Raw -772921.828788 + Penalty 2889.875346 = -770031.953443
  nChanged 39
		SP:Iteration 25Q (21761.000000 sec): 3 clusters
  Score: Raw -772932.059239 + Penalty 2889.875346 = -770042.183893
  nChanged 36
		SP:Iteration 26Q (21761.190000 sec): 3 clusters
  Score: Raw -772941.040609 + Penalty 2889.875346 = -770051.165264
  nChanged 27
		SP:Iteration 27Q (21761.390000 sec): 3 clusters
  Score: Raw -772947.342730 + Penalty 2889.875346 = -770057.467384
  nChanged 17
		SP:Iteration 28Q (21761.610000 sec): 3 clusters
  Score: Raw -772951.620692 + Penalty 2889.875346 = -770061.745347
  nChanged 12
		SP:Iteration 29Q (21761.860000 sec): 3 clusters
  Score: Raw -772954.310234 + Penalty 2889.875346 = -770064.434888
  nChanged 15
		SP:Iteration 30Q (21762.070000 sec): 3 clusters
  Score: Raw -772957.375247 + Penalty 2889.875346 = -770067.499902
  nChanged 15
		SP:Iteration 31Q (21762.240000 sec): 3 clusters
  Score: Raw -772961.281663 + Penalty 2889.875346 = -770071.406317
  nChanged 11
		SP:Iteration 32Q (21762.480000 sec): 3 clusters
  Score: Raw -772963.379507 + Penalty 2889.875346 = -770073.504161
  nChanged 6
		SP:Iteration 33Q (21762.730000 sec): 3 clusters
  Score: Raw -772964.896350 + Penalty 2889.875346 = -770075.021005
  nChanged 3
		SP:Iteration 34Q (21762.980000 sec): 3 clusters
  Score: Raw -772965.440671 + Penalty 2889.875346 = -770075.565326
  nChanged 6
		SP:Iteration 35Q (21763.160000 sec): 3 clusters
  Score: Raw -772966.784901 + Penalty 2889.875346 = -770076.909555
  nChanged 9
		SP:Iteration 36Q (21763.380000 sec): 3 clusters
  Score: Raw -772968.269524 + Penalty 2889.875346 = -770078.394179
  nChanged 5
		SP:Iteration 37Q (21763.560000 sec): 3 clusters
  Score: Raw -772969.231704 + Penalty 2889.875346 = -770079.356359
  nChanged 0
		SP:Iteration 38F (21763.750000 sec): 3 clusters
  Score: Raw -772969.231704 + Penalty 2889.875346 = -770079.356359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21763.880000 sec): 2 clusters
  Score: Raw -223995.881969 + Penalty 1253.562561 = -222742.319407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21764.100000 sec): 3 clusters
  Score: Raw -223045.907797 + Penalty 2507.125122 = -220538.782675
  nChanged 804
		SP:Iteration 1F (21764.290000 sec): 3 clusters
  Score: Raw -223580.373076 + Penalty 2507.125122 = -221073.247954
  nChanged 186
		SP:Iteration 2F (21764.490000 sec): 3 clusters
  Score: Raw -223728.863098 + Penalty 2507.125122 = -221221.737976
  nChanged 114
		SP:Iteration 3F (21764.660000 sec): 3 clusters
  Score: Raw -223837.216737 + Penalty 2507.125122 = -221330.091615
  nChanged 98
		SP:Iteration 4Q (21764.920000 sec): 3 clusters
  Score: Raw -223941.831865 + Penalty 2507.125122 = -221434.706743
  nChanged 106
		SP:Iteration 5Q (21765.070000 sec): 3 clusters
  Score: Raw -224038.681764 + Penalty 2507.125122 = -221531.556642
  nChanged 99
		SP:Iteration 6Q (21765.300000 sec): 3 clusters
  Score: Raw -224124.389451 + Penalty 2507.125122 = -221617.264329
  nChanged 67
		SP:Iteration 7Q (21765.430000 sec): 3 clusters
  Score: Raw -224176.879911 + Penalty 2507.125122 = -221669.754789
  nChanged 68
		SP:Iteration 8Q (21765.630000 sec): 3 clusters
  Score: Raw -224235.063810 + Penalty 2507.125122 = -221727.938688
  nChanged 70
		SP:Iteration 9Q (21765.780000 sec): 3 clusters
  Score: Raw -224297.239112 + Penalty 2507.125122 = -221790.113990
  nChanged 60
		SP:Iteration 10Q (21765.960000 sec): 3 clusters
  Score: Raw -224338.352475 + Penalty 2507.125122 = -221831.227353
  nChanged 29
		SP:Iteration 11Q (21766.110000 sec): 3 clusters
  Score: Raw -224357.408704 + Penalty 2507.125122 = -221850.283582
  nChanged 28
		SP:Iteration 12Q (21766.290000 sec): 3 clusters
  Score: Raw -224375.441145 + Penalty 2507.125122 = -221868.316023
  nChanged 31
		SP:Iteration 13Q (21766.420000 sec): 3 clusters
  Score: Raw -224394.269034 + Penalty 2507.125122 = -221887.143912
  nChanged 20
		SP:Iteration 14Q (21766.650000 sec): 3 clusters
  Score: Raw -224404.033982 + Penalty 2507.125122 = -221896.908860
  nChanged 18
		SP:Iteration 15Q (21766.820000 sec): 3 clusters
  Score: Raw -224414.852771 + Penalty 2507.125122 = -221907.727649
  nChanged 15
		SP:Iteration 16Q (21767.030000 sec): 3 clusters
  Score: Raw -224424.224370 + Penalty 2507.125122 = -221917.099247
  nChanged 9
		SP:Iteration 17Q (21767.170000 sec): 3 clusters
  Score: Raw -224428.844672 + Penalty 2507.125122 = -221921.719550
  nChanged 9
		SP:Iteration 18Q (21767.410000 sec): 3 clusters
  Score: Raw -224431.938467 + Penalty 2507.125122 = -221924.813345
  nChanged 5
		SP:Iteration 19Q (21767.590000 sec): 3 clusters
  Score: Raw -224433.042235 + Penalty 2507.125122 = -221925.917113
  nChanged 2
		SP:Iteration 20F (21767.790000 sec): 3 clusters
  Score: Raw -224433.710925 + Penalty 2507.125122 = -221926.585803
  nChanged 1
		SP:Iteration 21Q (21767.970000 sec): 3 clusters
  Score: Raw -224434.432059 + Penalty 2507.125122 = -221927.306937
  nChanged 3
		SP:Iteration 22Q (21768.210000 sec): 3 clusters
  Score: Raw -224435.576229 + Penalty 2507.125122 = -221928.451107
  nChanged 4
		SP:Iteration 23Q (21768.390000 sec): 3 clusters
  Score: Raw -224436.334463 + Penalty 2507.125122 = -221929.209341
  nChanged 4
		SP:Iteration 24Q (21768.560000 sec): 3 clusters
  Score: Raw -224438.230275 + Penalty 2507.125122 = -221931.105153
  nChanged 1
		SP:Iteration 25Q (21768.790000 sec): 3 clusters
  Score: Raw -224438.544071 + Penalty 2507.125122 = -221931.418949
  nChanged 0
		SP:Iteration 26F (21768.990000 sec): 3 clusters
  Score: Raw -224438.544071 + Penalty 2507.125122 = -221931.418949
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5460 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21769.080000 sec): 2 clusters
  Score: Raw -543253.099773 + Penalty 1398.345661 = -541854.754111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21769.300000 sec): 3 clusters
  Score: Raw -540365.414138 + Penalty 2796.691322 = -537568.722816
  nChanged 2190
		SP:Iteration 1F (21769.510000 sec): 3 clusters
  Score: Raw -541621.610531 + Penalty 2796.691322 = -538824.919209
  nChanged 447
		SP:Iteration 2F (21769.710000 sec): 3 clusters
  Score: Raw -541930.590989 + Penalty 2796.691322 = -539133.899667
  nChanged 372
		SP:Iteration 3F (21769.870000 sec): 3 clusters
  Score: Raw -542187.977683 + Penalty 2796.691322 = -539391.286360
  nChanged 305
		SP:Iteration 4F (21770.090000 sec): 3 clusters
  Score: Raw -542386.147644 + Penalty 2796.691322 = -539589.456321
  nChanged 250
		SP:Iteration 5Q (21770.320000 sec): 3 clusters
  Score: Raw -542530.653329 + Penalty 2796.691322 = -539733.962007
  nChanged 230
		SP:Iteration 6Q (21770.530000 sec): 3 clusters
  Score: Raw -542674.137275 + Penalty 2796.691322 = -539877.445952
  nChanged 212
		SP:Iteration 7Q (21770.710000 sec): 3 clusters
  Score: Raw -542799.149289 + Penalty 2796.691322 = -540002.457967
  nChanged 184
		SP:Iteration 8Q (21770.890000 sec): 3 clusters
  Score: Raw -542903.683809 + Penalty 2796.691322 = -540106.992487
  nChanged 171
		SP:Iteration 9Q (21771.110000 sec): 3 clusters
  Score: Raw -543008.637328 + Penalty 2796.691322 = -540211.946006
  nChanged 147
		SP:Iteration 10Q (21771.310000 sec): 3 clusters
  Score: Raw -543100.973966 + Penalty 2796.691322 = -540304.282644
  nChanged 145
		SP:Iteration 11Q (21771.490000 sec): 3 clusters
  Score: Raw -543192.240012 + Penalty 2796.691322 = -540395.548689
  nChanged 132
		SP:Iteration 12Q (21771.700000 sec): 3 clusters
  Score: Raw -543277.099371 + Penalty 2796.691322 = -540480.408049
  nChanged 133
		SP:Iteration 13Q (21771.880000 sec): 3 clusters
  Score: Raw -543391.940702 + Penalty 2796.691322 = -540595.249380
  nChanged 110
		SP:Iteration 14Q (21772.060000 sec): 3 clusters
  Score: Raw -543502.793081 + Penalty 2796.691322 = -540706.101759
  nChanged 97
		SP:Iteration 15Q (21772.230000 sec): 3 clusters
  Score: Raw -543585.498054 + Penalty 2796.691322 = -540788.806732
  nChanged 70
		SP:Iteration 16Q (21772.440000 sec): 3 clusters
  Score: Raw -543626.138419 + Penalty 2796.691322 = -540829.447097
  nChanged 48
		SP:Iteration 17Q (21772.640000 sec): 3 clusters
  Score: Raw -543658.325282 + Penalty 2796.691322 = -540861.633960
  nChanged 42
		SP:Iteration 18Q (21772.810000 sec): 3 clusters
  Score: Raw -543682.723103 + Penalty 2796.691322 = -540886.031781
  nChanged 32
		SP:Iteration 19Q (21773.010000 sec): 3 clusters
  Score: Raw -543700.651079 + Penalty 2796.691322 = -540903.959756
  nChanged 36
		SP:Iteration 20F (21773.200000 sec): 3 clusters
  Score: Raw -543731.975934 + Penalty 2796.691322 = -540935.284611
  nChanged 31
		SP:Iteration 21Q (21773.380000 sec): 3 clusters
  Score: Raw -543748.798131 + Penalty 2796.691322 = -540952.106809
  nChanged 16
		SP:Iteration 22Q (21773.600000 sec): 3 clusters
  Score: Raw -543756.373139 + Penalty 2796.691322 = -540959.681817
  nChanged 15
		SP:Iteration 23Q (21773.820000 sec): 3 clusters
  Score: Raw -543762.311758 + Penalty 2796.691322 = -540965.620436
  nChanged 11
		SP:Iteration 24Q (21774.020000 sec): 3 clusters
  Score: Raw -543765.487335 + Penalty 2796.691322 = -540968.796013
  nChanged 11
		SP:Iteration 25Q (21774.180000 sec): 3 clusters
  Score: Raw -543769.913104 + Penalty 2796.691322 = -540973.221782
  nChanged 7
		SP:Iteration 26Q (21774.360000 sec): 3 clusters
  Score: Raw -543774.802133 + Penalty 2796.691322 = -540978.110810
  nChanged 5
		SP:Iteration 27Q (21774.580000 sec): 3 clusters
  Score: Raw -543776.719738 + Penalty 2796.691322 = -540980.028416
  nChanged 6
		SP:Iteration 28Q (21774.750000 sec): 3 clusters
  Score: Raw -543778.725060 + Penalty 2796.691322 = -540982.033738
  nChanged 9
		SP:Iteration 29Q (21774.960000 sec): 3 clusters
  Score: Raw -543782.563768 + Penalty 2796.691322 = -540985.872446
  nChanged 10
		SP:Iteration 30Q (21775.140000 sec): 3 clusters
  Score: Raw -543786.056164 + Penalty 2796.691322 = -540989.364842
  nChanged 8
		SP:Iteration 31Q (21775.340000 sec): 3 clusters
  Score: Raw -543789.225428 + Penalty 2796.691322 = -540992.534105
  nChanged 9
		SP:Iteration 32Q (21775.550000 sec): 3 clusters
  Score: Raw -543792.602775 + Penalty 2796.691322 = -540995.911453
  nChanged 8
		SP:Iteration 33Q (21775.770000 sec): 3 clusters
  Score: Raw -543794.634432 + Penalty 2796.691322 = -540997.943110
  nChanged 4
		SP:Iteration 34Q (21775.920000 sec): 3 clusters
  Score: Raw -543795.974151 + Penalty 2796.691322 = -540999.282828
  nChanged 3
		SP:Iteration 35Q (21776.120000 sec): 3 clusters
  Score: Raw -543796.856118 + Penalty 2796.691322 = -541000.164796
  nChanged 1
		SP:Iteration 36Q (21776.330000 sec): 3 clusters
  Score: Raw -543797.023732 + Penalty 2796.691322 = -541000.332410
  nChanged 0
		SP:Iteration 37F (21776.570000 sec): 3 clusters
  Score: Raw -543797.023732 + Penalty 2796.691322 = -541000.332410
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21776.650000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21776.840000 sec): 3 clusters
  Score: Raw -53431.746600 + Penalty 2036.840178 = -51394.906422
  nChanged 141
		SP:Iteration 1F (21777.070000 sec): 3 clusters
  Score: Raw -53730.085374 + Penalty 2036.840178 = -51693.245196
  nChanged 55
		SP:Iteration 2F (21777.250000 sec): 3 clusters
  Score: Raw -53871.949659 + Penalty 2036.840178 = -51835.109481
  nChanged 27
		SP:Iteration 3F (21777.400000 sec): 3 clusters
  Score: Raw -53953.323332 + Penalty 2036.840178 = -51916.483153
  nChanged 11
		SP:Iteration 4Q (21777.600000 sec): 3 clusters
  Score: Raw -53976.426128 + Penalty 2036.840178 = -51939.585950
  nChanged 8
		SP:Iteration 5Q (21777.780000 sec): 3 clusters
  Score: Raw -53994.270701 + Penalty 2036.840178 = -51957.430523
  nChanged 10
		SP:Iteration 6Q (21777.960000 sec): 3 clusters
  Score: Raw -54023.489415 + Penalty 2036.840178 = -51986.649237
  nChanged 7
		SP:Iteration 7Q (21778.150000 sec): 3 clusters
  Score: Raw -54039.540258 + Penalty 2036.840178 = -52002.700080
  nChanged 3
		SP:Iteration 8Q (21778.390000 sec): 3 clusters
  Score: Raw -54045.054817 + Penalty 2036.840178 = -52008.214639
  nChanged 2
		SP:Iteration 9Q (21778.640000 sec): 3 clusters
  Score: Raw -54048.244629 + Penalty 2036.840178 = -52011.404451
  nChanged 0
		SP:Iteration 10F (21778.800000 sec): 3 clusters
  Score: Raw -54048.244629 + Penalty 2036.840178 = -52011.404451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21778.900000 sec): 2 clusters
  Score: Raw -316424.209187 + Penalty 1295.581752 = -315128.627434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21779.080000 sec): 3 clusters
  Score: Raw -315089.147736 + Penalty 2591.163505 = -312497.984231
  nChanged 1082
		SP:Iteration 1F (21779.310000 sec): 3 clusters
  Score: Raw -315800.395785 + Penalty 2591.163505 = -313209.232280
  nChanged 229
		SP:Iteration 2F (21779.480000 sec): 3 clusters
  Score: Raw -316014.709455 + Penalty 2591.163505 = -313423.545950
  nChanged 195
		SP:Iteration 3F (21779.640000 sec): 3 clusters
  Score: Raw -316189.577639 + Penalty 2591.163505 = -313598.414134
  nChanged 172
		SP:Iteration 4F (21779.830000 sec): 3 clusters
  Score: Raw -316343.343277 + Penalty 2591.163505 = -313752.179772
  nChanged 128
		SP:Iteration 5Q (21780.040000 sec): 3 clusters
  Score: Raw -316451.949271 + Penalty 2591.163505 = -313860.785766
  nChanged 129
		SP:Iteration 6Q (21780.250000 sec): 3 clusters
  Score: Raw -316558.329897 + Penalty 2591.163505 = -313967.166392
  nChanged 106
		SP:Iteration 7Q (21780.450000 sec): 3 clusters
  Score: Raw -316642.902295 + Penalty 2591.163505 = -314051.738790
  nChanged 103
		SP:Iteration 8Q (21780.640000 sec): 3 clusters
  Score: Raw -316728.590052 + Penalty 2591.163505 = -314137.426547
  nChanged 72
		SP:Iteration 9Q (21780.880000 sec): 3 clusters
  Score: Raw -316776.243852 + Penalty 2591.163505 = -314185.080348
  nChanged 44
		SP:Iteration 10Q (21781.030000 sec): 3 clusters
  Score: Raw -316802.583946 + Penalty 2591.163505 = -314211.420441
  nChanged 35
		SP:Iteration 11Q (21781.240000 sec): 3 clusters
  Score: Raw -316821.489741 + Penalty 2591.163505 = -314230.326236
  nChanged 25
		SP:Iteration 12Q (21781.440000 sec): 3 clusters
  Score: Raw -316839.522213 + Penalty 2591.163505 = -314248.358708
  nChanged 22
		SP:Iteration 13Q (21781.640000 sec): 3 clusters
  Score: Raw -316855.689041 + Penalty 2591.163505 = -314264.525536
  nChanged 14
		SP:Iteration 14Q (21781.840000 sec): 3 clusters
  Score: Raw -316862.215146 + Penalty 2591.163505 = -314271.051641
  nChanged 16
		SP:Iteration 15Q (21782.100000 sec): 3 clusters
  Score: Raw -316873.407140 + Penalty 2591.163505 = -314282.243635
  nChanged 13
		SP:Iteration 16Q (21782.300000 sec): 3 clusters
  Score: Raw -316880.649764 + Penalty 2591.163505 = -314289.486259
  nChanged 9
		SP:Iteration 17Q (21782.450000 sec): 3 clusters
  Score: Raw -316883.867260 + Penalty 2591.163505 = -314292.703755
  nChanged 10
		SP:Iteration 18Q (21782.700000 sec): 3 clusters
  Score: Raw -316890.971273 + Penalty 2591.163505 = -314299.807768
  nChanged 12
		SP:Iteration 19Q (21782.860000 sec): 3 clusters
  Score: Raw -316899.734146 + Penalty 2591.163505 = -314308.570641
  nChanged 12
		SP:Iteration 20F (21783.100000 sec): 3 clusters
  Score: Raw -316909.123224 + Penalty 2591.163505 = -314317.959719
  nChanged 10
		SP:Iteration 21Q (21783.300000 sec): 3 clusters
  Score: Raw -316915.220072 + Penalty 2591.163505 = -314324.056567
  nChanged 13
		SP:Iteration 22Q (21783.450000 sec): 3 clusters
  Score: Raw -316925.190751 + Penalty 2591.163505 = -314334.027246
  nChanged 16
		SP:Iteration 23Q (21783.600000 sec): 3 clusters
  Score: Raw -316935.677246 + Penalty 2591.163505 = -314344.513741
  nChanged 11
		SP:Iteration 24Q (21783.830000 sec): 3 clusters
  Score: Raw -316942.090048 + Penalty 2591.163505 = -314350.926543
  nChanged 9
		SP:Iteration 25Q (21783.990000 sec): 3 clusters
  Score: Raw -316947.206877 + Penalty 2591.163505 = -314356.043372
  nChanged 9
		SP:Iteration 26Q (21784.180000 sec): 3 clusters
  Score: Raw -316953.492350 + Penalty 2591.163505 = -314362.328845
  nChanged 7
		SP:Iteration 27Q (21784.360000 sec): 3 clusters
  Score: Raw -316957.897596 + Penalty 2591.163505 = -314366.734091
  nChanged 7
		SP:Iteration 28Q (21784.510000 sec): 3 clusters
  Score: Raw -316962.576281 + Penalty 2591.163505 = -314371.412776
  nChanged 6
		SP:Iteration 29Q (21784.700000 sec): 3 clusters
  Score: Raw -316965.228760 + Penalty 2591.163505 = -314374.065255
  nChanged 3
		SP:Iteration 30Q (21784.910000 sec): 3 clusters
  Score: Raw -316967.256913 + Penalty 2591.163505 = -314376.093408
  nChanged 4
		SP:Iteration 31Q (21785.060000 sec): 3 clusters
  Score: Raw -316969.419101 + Penalty 2591.163505 = -314378.255596
  nChanged 2
		SP:Iteration 32Q (21785.270000 sec): 3 clusters
  Score: Raw -316970.898004 + Penalty 2591.163505 = -314379.734499
  nChanged 0
		SP:Iteration 33F (21785.450000 sec): 3 clusters
  Score: Raw -316970.898004 + Penalty 2591.163505 = -314379.734499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21785.590000 sec): 2 clusters
  Score: Raw -42782.710721 + Penalty 972.798451 = -41809.912270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21785.740000 sec): 3 clusters
  Score: Raw -42761.222024 + Penalty 1945.596902 = -40815.625122
  nChanged 85
		SP:Iteration 1F (21785.930000 sec): 3 clusters
  Score: Raw -42894.176158 + Penalty 1945.596902 = -40948.579256
  nChanged 22
		SP:Iteration 2F (21786.150000 sec): 3 clusters
  Score: Raw -42927.314648 + Penalty 1945.596902 = -40981.717746
  nChanged 7
		SP:Iteration 3Q (21786.280000 sec): 3 clusters
  Score: Raw -42938.835873 + Penalty 1945.596902 = -40993.238972
  nChanged 4
		SP:Iteration 4Q (21786.500000 sec): 3 clusters
  Score: Raw -42945.750330 + Penalty 1945.596902 = -41000.153428
  nChanged 2
		SP:Iteration 5Q (21786.680000 sec): 3 clusters
  Score: Raw -42951.629500 + Penalty 1945.596902 = -41006.032598
  nChanged 1
		SP:Iteration 6Q (21786.870000 sec): 3 clusters
  Score: Raw -42952.796063 + Penalty 1945.596902 = -41007.199161
  nChanged 0
		SP:Iteration 7F (21787.030000 sec): 3 clusters
  Score: Raw -42952.796063 + Penalty 1945.596902 = -41007.199161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21787.180000 sec): 2 clusters
  Score: Raw -593725.320463 + Penalty 1412.638707 = -592312.681755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21787.420000 sec): 3 clusters
  Score: Raw -590519.365098 + Penalty 2825.277414 = -587694.087684
  nChanged 2458
		SP:Iteration 1F (21787.650000 sec): 3 clusters
  Score: Raw -591948.111238 + Penalty 2825.277414 = -589122.833824
  nChanged 487
		SP:Iteration 2F (21787.860000 sec): 3 clusters
  Score: Raw -592338.845214 + Penalty 2825.277414 = -589513.567800
  nChanged 462
		SP:Iteration 3F (21788.080000 sec): 3 clusters
  Score: Raw -592743.884086 + Penalty 2825.277414 = -589918.606672
  nChanged 428
		SP:Iteration 4F (21788.280000 sec): 3 clusters
  Score: Raw -593136.884686 + Penalty 2825.277414 = -590311.607272
  nChanged 348
		SP:Iteration 5F (21788.480000 sec): 3 clusters
  Score: Raw -593445.813925 + Penalty 2825.277414 = -590620.536510
  nChanged 235
		SP:Iteration 6Q (21788.690000 sec): 3 clusters
  Score: Raw -593652.748859 + Penalty 2825.277414 = -590827.471445
  nChanged 170
		SP:Iteration 7Q (21788.830000 sec): 3 clusters
  Score: Raw -593790.196610 + Penalty 2825.277414 = -590964.919196
  nChanged 92
		SP:Iteration 8Q (21789.080000 sec): 3 clusters
  Score: Raw -593860.597976 + Penalty 2825.277414 = -591035.320562
  nChanged 62
		SP:Iteration 9Q (21789.220000 sec): 3 clusters
  Score: Raw -593910.783572 + Penalty 2825.277414 = -591085.506158
  nChanged 48
		SP:Iteration 10Q (21789.370000 sec): 3 clusters
  Score: Raw -593948.785134 + Penalty 2825.277414 = -591123.507720
  nChanged 33
		SP:Iteration 11Q (21789.530000 sec): 3 clusters
  Score: Raw -593968.064801 + Penalty 2825.277414 = -591142.787387
  nChanged 16
		SP:Iteration 12Q (21789.710000 sec): 3 clusters
  Score: Raw -593978.211633 + Penalty 2825.277414 = -591152.934218
  nChanged 17
		SP:Iteration 13Q (21789.940000 sec): 3 clusters
  Score: Raw -593992.404606 + Penalty 2825.277414 = -591167.127192
  nChanged 14
		SP:Iteration 14Q (21790.060000 sec): 3 clusters
  Score: Raw -594003.983757 + Penalty 2825.277414 = -591178.706343
  nChanged 12
		SP:Iteration 15Q (21790.250000 sec): 3 clusters
  Score: Raw -594009.844969 + Penalty 2825.277414 = -591184.567554
  nChanged 6
		SP:Iteration 16Q (21790.420000 sec): 3 clusters
  Score: Raw -594014.469520 + Penalty 2825.277414 = -591189.192106
  nChanged 7
		SP:Iteration 17Q (21790.610000 sec): 3 clusters
  Score: Raw -594018.533966 + Penalty 2825.277414 = -591193.256552
  nChanged 4
		SP:Iteration 18Q (21790.820000 sec): 3 clusters
  Score: Raw -594020.852325 + Penalty 2825.277414 = -591195.574910
  nChanged 8
		SP:Iteration 19Q (21791.010000 sec): 3 clusters
  Score: Raw -594024.463962 + Penalty 2825.277414 = -591199.186548
  nChanged 3
		SP:Iteration 20F (21791.200000 sec): 3 clusters
  Score: Raw -594025.928998 + Penalty 2825.277414 = -591200.651584
  nChanged 1
		SP:Iteration 21Q (21791.400000 sec): 3 clusters
  Score: Raw -594026.289419 + Penalty 2825.277414 = -591201.012005
  nChanged 0
		SP:Iteration 22F (21791.560000 sec): 3 clusters
  Score: Raw -594026.289419 + Penalty 2825.277414 = -591201.012005
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21791.670000 sec): 2 clusters
  Score: Raw -395015.064714 + Penalty 1360.627425 = -393654.437289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21791.850000 sec): 3 clusters
  Score: Raw -392804.807670 + Penalty 2721.254850 = -390083.552820
  nChanged 1765
		SP:Iteration 1F (21792.020000 sec): 3 clusters
  Score: Raw -394008.173889 + Penalty 2721.254850 = -391286.919039
  nChanged 392
		SP:Iteration 2F (21792.200000 sec): 3 clusters
  Score: Raw -394294.529302 + Penalty 2721.254850 = -391573.274452
  nChanged 297
		SP:Iteration 3F (21792.360000 sec): 3 clusters
  Score: Raw -394485.747920 + Penalty 2721.254850 = -391764.493069
  nChanged 228
		SP:Iteration 4F (21792.530000 sec): 3 clusters
  Score: Raw -394623.468293 + Penalty 2721.254850 = -391902.213442
  nChanged 174
		SP:Iteration 5Q (21792.710000 sec): 3 clusters
  Score: Raw -394732.126672 + Penalty 2721.254850 = -392010.871821
  nChanged 163
		SP:Iteration 6Q (21792.870000 sec): 3 clusters
  Score: Raw -394844.945077 + Penalty 2721.254850 = -392123.690227
  nChanged 153
		SP:Iteration 7Q (21793.090000 sec): 3 clusters
  Score: Raw -394942.943825 + Penalty 2721.254850 = -392221.688975
  nChanged 136
		SP:Iteration 8Q (21793.250000 sec): 3 clusters
  Score: Raw -395039.650635 + Penalty 2721.254850 = -392318.395785
  nChanged 125
		SP:Iteration 9Q (21793.450000 sec): 3 clusters
  Score: Raw -395110.710235 + Penalty 2721.254850 = -392389.455384
  nChanged 91
		SP:Iteration 10Q (21793.650000 sec): 3 clusters
  Score: Raw -395158.604261 + Penalty 2721.254850 = -392437.349411
  nChanged 73
		SP:Iteration 11Q (21793.880000 sec): 3 clusters
  Score: Raw -395192.087650 + Penalty 2721.254850 = -392470.832799
  nChanged 63
		SP:Iteration 12Q (21794.090000 sec): 3 clusters
  Score: Raw -395216.462989 + Penalty 2721.254850 = -392495.208139
  nChanged 51
		SP:Iteration 13Q (21794.330000 sec): 3 clusters
  Score: Raw -395239.623866 + Penalty 2721.254850 = -392518.369016
  nChanged 53
		SP:Iteration 14Q (21794.510000 sec): 3 clusters
  Score: Raw -395262.205510 + Penalty 2721.254850 = -392540.950660
  nChanged 55
		SP:Iteration 15Q (21794.690000 sec): 3 clusters
  Score: Raw -395287.586768 + Penalty 2721.254850 = -392566.331918
  nChanged 63
		SP:Iteration 16Q (21794.890000 sec): 3 clusters
  Score: Raw -395314.209539 + Penalty 2721.254850 = -392592.954688
  nChanged 45
		SP:Iteration 17Q (21795.080000 sec): 3 clusters
  Score: Raw -395332.254357 + Penalty 2721.254850 = -392610.999506
  nChanged 48
		SP:Iteration 18Q (21795.280000 sec): 3 clusters
  Score: Raw -395347.924978 + Penalty 2721.254850 = -392626.670128
  nChanged 40
		SP:Iteration 19Q (21795.470000 sec): 3 clusters
  Score: Raw -395360.131302 + Penalty 2721.254850 = -392638.876452
  nChanged 28
		SP:Iteration 20F (21795.700000 sec): 3 clusters
  Score: Raw -395367.833777 + Penalty 2721.254850 = -392646.578927
  nChanged 24
		SP:Iteration 21Q (21795.890000 sec): 3 clusters
  Score: Raw -395375.756213 + Penalty 2721.254850 = -392654.501363
  nChanged 27
		SP:Iteration 22Q (21796.070000 sec): 3 clusters
  Score: Raw -395384.109204 + Penalty 2721.254850 = -392662.854354
  nChanged 24
		SP:Iteration 23Q (21796.280000 sec): 3 clusters
  Score: Raw -395391.091495 + Penalty 2721.254850 = -392669.836645
  nChanged 21
		SP:Iteration 24Q (21796.500000 sec): 3 clusters
  Score: Raw -395397.110361 + Penalty 2721.254850 = -392675.855510
  nChanged 22
		SP:Iteration 25Q (21796.690000 sec): 3 clusters
  Score: Raw -395406.450737 + Penalty 2721.254850 = -392685.195887
  nChanged 24
		SP:Iteration 26Q (21796.900000 sec): 3 clusters
  Score: Raw -395417.009519 + Penalty 2721.254850 = -392695.754669
  nChanged 29
		SP:Iteration 27Q (21797.100000 sec): 3 clusters
  Score: Raw -395429.824763 + Penalty 2721.254850 = -392708.569912
  nChanged 32
		SP:Iteration 28Q (21797.300000 sec): 3 clusters
  Score: Raw -395444.363685 + Penalty 2721.254850 = -392723.108835
  nChanged 34
		SP:Iteration 29Q (21797.510000 sec): 3 clusters
  Score: Raw -395458.519546 + Penalty 2721.254850 = -392737.264696
  nChanged 28
		SP:Iteration 30Q (21797.700000 sec): 3 clusters
  Score: Raw -395466.388889 + Penalty 2721.254850 = -392745.134039
  nChanged 20
		SP:Iteration 31Q (21797.890000 sec): 3 clusters
  Score: Raw -395472.886389 + Penalty 2721.254850 = -392751.631538
  nChanged 24
		SP:Iteration 32Q (21798.080000 sec): 3 clusters
  Score: Raw -395484.392164 + Penalty 2721.254850 = -392763.137313
  nChanged 30
		SP:Iteration 33Q (21798.280000 sec): 3 clusters
  Score: Raw -395501.817760 + Penalty 2721.254850 = -392780.562910
  nChanged 29
		SP:Iteration 34Q (21798.550000 sec): 3 clusters
  Score: Raw -395512.749941 + Penalty 2721.254850 = -392791.495091
  nChanged 24
		SP:Iteration 35Q (21798.750000 sec): 3 clusters
  Score: Raw -395523.627638 + Penalty 2721.254850 = -392802.372787
  nChanged 19
		SP:Iteration 36Q (21798.970000 sec): 3 clusters
  Score: Raw -395532.135806 + Penalty 2721.254850 = -392810.880956
  nChanged 16
		SP:Iteration 37Q (21799.160000 sec): 3 clusters
  Score: Raw -395538.590567 + Penalty 2721.254850 = -392817.335716
  nChanged 21
		SP:Iteration 38Q (21799.370000 sec): 3 clusters
  Score: Raw -395547.897105 + Penalty 2721.254850 = -392826.642254
  nChanged 13
		SP:Iteration 39Q (21799.540000 sec): 3 clusters
  Score: Raw -395552.435655 + Penalty 2721.254850 = -392831.180804
  nChanged 13
		SP:Iteration 40F (21799.740000 sec): 3 clusters
  Score: Raw -395558.259813 + Penalty 2721.254850 = -392837.004963
  nChanged 14
		SP:Iteration 41Q (21799.930000 sec): 3 clusters
  Score: Raw -395563.317691 + Penalty 2721.254850 = -392842.062840
  nChanged 14
		SP:Iteration 42Q (21800.120000 sec): 3 clusters
  Score: Raw -395568.230306 + Penalty 2721.254850 = -392846.975456
  nChanged 12
		SP:Iteration 43Q (21800.380000 sec): 3 clusters
  Score: Raw -395571.692991 + Penalty 2721.254850 = -392850.438141
  nChanged 10
		SP:Iteration 44Q (21800.590000 sec): 3 clusters
  Score: Raw -395575.301095 + Penalty 2721.254850 = -392854.046245
  nChanged 8
		SP:Iteration 45Q (21800.810000 sec): 3 clusters
  Score: Raw -395577.152736 + Penalty 2721.254850 = -392855.897886
  nChanged 6
		SP:Iteration 46Q (21801.010000 sec): 3 clusters
  Score: Raw -395578.314671 + Penalty 2721.254850 = -392857.059820
  nChanged 7
		SP:Iteration 47Q (21801.240000 sec): 3 clusters
  Score: Raw -395580.447358 + Penalty 2721.254850 = -392859.192508
  nChanged 3
		SP:Iteration 48Q (21801.400000 sec): 3 clusters
  Score: Raw -395581.513649 + Penalty 2721.254850 = -392860.258798
  nChanged 4
		SP:Iteration 49Q (21801.610000 sec): 3 clusters
  Score: Raw -395583.549955 + Penalty 2721.254850 = -392862.295104
  nChanged 8
		SP:Iteration 50Q (21801.820000 sec): 3 clusters
  Score: Raw -395587.257398 + Penalty 2721.254850 = -392866.002548
  nChanged 7
		SP:Iteration 51Q (21801.980000 sec): 3 clusters
  Score: Raw -395590.790072 + Penalty 2721.254850 = -392869.535221
  nChanged 8
		SP:Iteration 52Q (21802.210000 sec): 3 clusters
  Score: Raw -395592.689185 + Penalty 2721.254850 = -392871.434335
  nChanged 6
		SP:Iteration 53Q (21802.400000 sec): 3 clusters
  Score: Raw -395594.633281 + Penalty 2721.254850 = -392873.378430
  nChanged 3
		SP:Iteration 54Q (21802.610000 sec): 3 clusters
  Score: Raw -395595.567401 + Penalty 2721.254850 = -392874.312551
  nChanged 6
		SP:Iteration 55Q (21802.790000 sec): 3 clusters
  Score: Raw -395597.447185 + Penalty 2721.254850 = -392876.192334
  nChanged 2
		SP:Iteration 56Q (21803.000000 sec): 3 clusters
  Score: Raw -395597.663287 + Penalty 2721.254850 = -392876.408437
  nChanged 2
		SP:Iteration 57Q (21803.180000 sec): 3 clusters
  Score: Raw -395597.944646 + Penalty 2721.254850 = -392876.689796
  nChanged 0
		SP:Iteration 58F (21803.380000 sec): 3 clusters
  Score: Raw -395597.944646 + Penalty 2721.254850 = -392876.689796
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21803.490000 sec): 2 clusters
  Score: Raw -429550.065698 + Penalty 1353.882765 = -428196.182934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21803.680000 sec): 3 clusters
  Score: Raw -427423.068909 + Penalty 2707.765529 = -424715.303379
  nChanged 1680
		SP:Iteration 1F (21803.880000 sec): 3 clusters
  Score: Raw -428358.142999 + Penalty 2707.765529 = -425650.377470
  nChanged 315
		SP:Iteration 2F (21804.060000 sec): 3 clusters
  Score: Raw -428529.861045 + Penalty 2707.765529 = -425822.095516
  nChanged 199
		SP:Iteration 3Q (21804.250000 sec): 3 clusters
  Score: Raw -428646.165750 + Penalty 2707.765529 = -425938.400221
  nChanged 178
		SP:Iteration 4Q (21804.420000 sec): 3 clusters
  Score: Raw -428746.357392 + Penalty 2707.765529 = -426038.591863
  nChanged 149
		SP:Iteration 5Q (21804.640000 sec): 3 clusters
  Score: Raw -428824.007444 + Penalty 2707.765529 = -426116.241915
  nChanged 129
		SP:Iteration 6Q (21804.820000 sec): 3 clusters
  Score: Raw -428890.489418 + Penalty 2707.765529 = -426182.723888
  nChanged 121
		SP:Iteration 7Q (21805.040000 sec): 3 clusters
  Score: Raw -428952.498752 + Penalty 2707.765529 = -426244.733223
  nChanged 122
		SP:Iteration 8Q (21805.230000 sec): 3 clusters
  Score: Raw -429017.493996 + Penalty 2707.765529 = -426309.728467
  nChanged 120
		SP:Iteration 9Q (21805.420000 sec): 3 clusters
  Score: Raw -429080.169192 + Penalty 2707.765529 = -426372.403662
  nChanged 104
		SP:Iteration 10Q (21805.590000 sec): 3 clusters
  Score: Raw -429137.731459 + Penalty 2707.765529 = -426429.965929
  nChanged 97
		SP:Iteration 11Q (21805.800000 sec): 3 clusters
  Score: Raw -429198.507404 + Penalty 2707.765529 = -426490.741875
  nChanged 100
		SP:Iteration 12Q (21806.010000 sec): 3 clusters
  Score: Raw -429254.958053 + Penalty 2707.765529 = -426547.192524
  nChanged 87
		SP:Iteration 13Q (21806.200000 sec): 3 clusters
  Score: Raw -429308.563518 + Penalty 2707.765529 = -426600.797989
  nChanged 78
		SP:Iteration 14Q (21806.390000 sec): 3 clusters
  Score: Raw -429359.191110 + Penalty 2707.765529 = -426651.425580
  nChanged 71
		SP:Iteration 15Q (21806.570000 sec): 3 clusters
  Score: Raw -429406.615694 + Penalty 2707.765529 = -426698.850165
  nChanged 71
		SP:Iteration 16Q (21806.800000 sec): 3 clusters
  Score: Raw -429453.284505 + Penalty 2707.765529 = -426745.518975
  nChanged 69
		SP:Iteration 17Q (21806.980000 sec): 3 clusters
  Score: Raw -429497.437217 + Penalty 2707.765529 = -426789.671688
  nChanged 51
		SP:Iteration 18Q (21807.190000 sec): 3 clusters
  Score: Raw -429530.611180 + Penalty 2707.765529 = -426822.845651
  nChanged 41
		SP:Iteration 19Q (21807.400000 sec): 3 clusters
  Score: Raw -429562.360535 + Penalty 2707.765529 = -426854.595006
  nChanged 33
		SP:Iteration 20F (21807.610000 sec): 3 clusters
  Score: Raw -429588.405541 + Penalty 2707.765529 = -426880.640012
  nChanged 36
		SP:Iteration 21Q (21807.800000 sec): 3 clusters
  Score: Raw -429611.000933 + Penalty 2707.765529 = -426903.235404
  nChanged 29
		SP:Iteration 22Q (21808.060000 sec): 3 clusters
  Score: Raw -429632.885945 + Penalty 2707.765529 = -426925.120416
  nChanged 32
		SP:Iteration 23Q (21808.240000 sec): 3 clusters
  Score: Raw -429659.494679 + Penalty 2707.765529 = -426951.729150
  nChanged 30
		SP:Iteration 24Q (21808.410000 sec): 3 clusters
  Score: Raw -429678.194749 + Penalty 2707.765529 = -426970.429220
  nChanged 21
		SP:Iteration 25Q (21808.650000 sec): 3 clusters
  Score: Raw -429692.579790 + Penalty 2707.765529 = -426984.814261
  nChanged 18
		SP:Iteration 26Q (21808.810000 sec): 3 clusters
  Score: Raw -429705.841654 + Penalty 2707.765529 = -426998.076125
  nChanged 16
		SP:Iteration 27Q (21808.990000 sec): 3 clusters
  Score: Raw -429718.476871 + Penalty 2707.765529 = -427010.711342
  nChanged 18
		SP:Iteration 28Q (21809.220000 sec): 3 clusters
  Score: Raw -429734.748057 + Penalty 2707.765529 = -427026.982528
  nChanged 15
		SP:Iteration 29Q (21809.400000 sec): 3 clusters
  Score: Raw -429747.523912 + Penalty 2707.765529 = -427039.758383
  nChanged 9
		SP:Iteration 30Q (21809.630000 sec): 3 clusters
  Score: Raw -429754.244213 + Penalty 2707.765529 = -427046.478684
  nChanged 7
		SP:Iteration 31Q (21809.790000 sec): 3 clusters
  Score: Raw -429760.292811 + Penalty 2707.765529 = -427052.527282
  nChanged 11
		SP:Iteration 32Q (21809.970000 sec): 3 clusters
  Score: Raw -429768.442172 + Penalty 2707.765529 = -427060.676643
  nChanged 8
		SP:Iteration 33Q (21810.160000 sec): 3 clusters
  Score: Raw -429772.924669 + Penalty 2707.765529 = -427065.159140
  nChanged 7
		SP:Iteration 34Q (21810.350000 sec): 3 clusters
  Score: Raw -429776.578766 + Penalty 2707.765529 = -427068.813237
  nChanged 3
		SP:Iteration 35Q (21810.530000 sec): 3 clusters
  Score: Raw -429778.059244 + Penalty 2707.765529 = -427070.293714
  nChanged 1
		SP:Iteration 36Q (21810.740000 sec): 3 clusters
  Score: Raw -429778.326712 + Penalty 2707.765529 = -427070.561183
  nChanged 1
		SP:Iteration 37Q (21810.950000 sec): 3 clusters
  Score: Raw -429778.673996 + Penalty 2707.765529 = -427070.908467
  nChanged 0
		SP:Iteration 38F (21811.160000 sec): 3 clusters
  Score: Raw -429778.673996 + Penalty 2707.765529 = -427070.908467
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21811.240000 sec): 2 clusters
  Score: Raw -404918.458450 + Penalty 1358.967323 = -403559.491128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21811.440000 sec): 3 clusters
  Score: Raw -402781.972360 + Penalty 2717.934645 = -400064.037715
  nChanged 1705
		SP:Iteration 1F (21811.620000 sec): 3 clusters
  Score: Raw -403965.872069 + Penalty 2717.934645 = -401247.937424
  nChanged 371
		SP:Iteration 2F (21811.820000 sec): 3 clusters
  Score: Raw -404336.880018 + Penalty 2717.934645 = -401618.945373
  nChanged 309
		SP:Iteration 3F (21812.000000 sec): 3 clusters
  Score: Raw -404588.626461 + Penalty 2717.934645 = -401870.691816
  nChanged 267
		SP:Iteration 4F (21812.220000 sec): 3 clusters
  Score: Raw -404789.330611 + Penalty 2717.934645 = -402071.395966
  nChanged 209
		SP:Iteration 5Q (21812.440000 sec): 3 clusters
  Score: Raw -404933.168818 + Penalty 2717.934645 = -402215.234173
  nChanged 185
		SP:Iteration 6Q (21812.660000 sec): 3 clusters
  Score: Raw -405052.040374 + Penalty 2717.934645 = -402334.105728
  nChanged 163
		SP:Iteration 7Q (21812.830000 sec): 3 clusters
  Score: Raw -405170.322084 + Penalty 2717.934645 = -402452.387439
  nChanged 166
		SP:Iteration 8Q (21813.070000 sec): 3 clusters
  Score: Raw -405281.774229 + Penalty 2717.934645 = -402563.839584
  nChanged 142
		SP:Iteration 9Q (21813.260000 sec): 3 clusters
  Score: Raw -405378.669627 + Penalty 2717.934645 = -402660.734982
  nChanged 115
		SP:Iteration 10Q (21813.450000 sec): 3 clusters
  Score: Raw -405457.299441 + Penalty 2717.934645 = -402739.364796
  nChanged 104
		SP:Iteration 11Q (21813.640000 sec): 3 clusters
  Score: Raw -405525.473611 + Penalty 2717.934645 = -402807.538966
  nChanged 94
		SP:Iteration 12Q (21813.840000 sec): 3 clusters
  Score: Raw -405575.462989 + Penalty 2717.934645 = -402857.528344
  nChanged 65
		SP:Iteration 13Q (21814.040000 sec): 3 clusters
  Score: Raw -405608.464119 + Penalty 2717.934645 = -402890.529473
  nChanged 62
		SP:Iteration 14Q (21814.240000 sec): 3 clusters
  Score: Raw -405641.111793 + Penalty 2717.934645 = -402923.177148
  nChanged 43
		SP:Iteration 15Q (21814.420000 sec): 3 clusters
  Score: Raw -405664.426967 + Penalty 2717.934645 = -402946.492322
  nChanged 45
		SP:Iteration 16Q (21814.610000 sec): 3 clusters
  Score: Raw -405693.101837 + Penalty 2717.934645 = -402975.167192
  nChanged 51
		SP:Iteration 17Q (21814.820000 sec): 3 clusters
  Score: Raw -405722.440920 + Penalty 2717.934645 = -403004.506275
  nChanged 50
		SP:Iteration 18Q (21815.040000 sec): 3 clusters
  Score: Raw -405756.122936 + Penalty 2717.934645 = -403038.188291
  nChanged 46
		SP:Iteration 19Q (21815.220000 sec): 3 clusters
  Score: Raw -405780.218423 + Penalty 2717.934645 = -403062.283778
  nChanged 36
		SP:Iteration 20F (21815.440000 sec): 3 clusters
  Score: Raw -405806.895550 + Penalty 2717.934645 = -403088.960905
  nChanged 42
		SP:Iteration 21Q (21815.640000 sec): 3 clusters
  Score: Raw -405829.736446 + Penalty 2717.934645 = -403111.801800
  nChanged 38
		SP:Iteration 22Q (21815.850000 sec): 3 clusters
  Score: Raw -405846.445623 + Penalty 2717.934645 = -403128.510978
  nChanged 34
		SP:Iteration 23Q (21816.060000 sec): 3 clusters
  Score: Raw -405860.575998 + Penalty 2717.934645 = -403142.641353
  nChanged 46
		SP:Iteration 24Q (21816.270000 sec): 3 clusters
  Score: Raw -405878.047174 + Penalty 2717.934645 = -403160.112529
  nChanged 30
		SP:Iteration 25Q (21816.440000 sec): 3 clusters
  Score: Raw -405887.946012 + Penalty 2717.934645 = -403170.011367
  nChanged 32
		SP:Iteration 26Q (21816.660000 sec): 3 clusters
  Score: Raw -405899.794978 + Penalty 2717.934645 = -403181.860333
  nChanged 35
		SP:Iteration 27Q (21816.870000 sec): 3 clusters
  Score: Raw -405914.805707 + Penalty 2717.934645 = -403196.871062
  nChanged 36
		SP:Iteration 28Q (21817.040000 sec): 3 clusters
  Score: Raw -405928.935211 + Penalty 2717.934645 = -403211.000566
  nChanged 37
		SP:Iteration 29Q (21817.260000 sec): 3 clusters
  Score: Raw -405940.865292 + Penalty 2717.934645 = -403222.930647
  nChanged 27
		SP:Iteration 30Q (21817.480000 sec): 3 clusters
  Score: Raw -405950.243877 + Penalty 2717.934645 = -403232.309232
  nChanged 21
		SP:Iteration 31Q (21817.690000 sec): 3 clusters
  Score: Raw -405958.387889 + Penalty 2717.934645 = -403240.453244
  nChanged 19
		SP:Iteration 32Q (21817.920000 sec): 3 clusters
  Score: Raw -405965.940749 + Penalty 2717.934645 = -403248.006104
  nChanged 25
		SP:Iteration 33Q (21818.100000 sec): 3 clusters
  Score: Raw -405976.271314 + Penalty 2717.934645 = -403258.336669
  nChanged 29
		SP:Iteration 34Q (21818.330000 sec): 3 clusters
  Score: Raw -405987.817495 + Penalty 2717.934645 = -403269.882850
  nChanged 21
		SP:Iteration 35Q (21818.520000 sec): 3 clusters
  Score: Raw -405996.009989 + Penalty 2717.934645 = -403278.075344
  nChanged 21
		SP:Iteration 36Q (21818.720000 sec): 3 clusters
  Score: Raw -406004.899953 + Penalty 2717.934645 = -403286.965308
  nChanged 19
		SP:Iteration 37Q (21818.930000 sec): 3 clusters
  Score: Raw -406017.081116 + Penalty 2717.934645 = -403299.146471
  nChanged 29
		SP:Iteration 38Q (21819.120000 sec): 3 clusters
  Score: Raw -406034.762673 + Penalty 2717.934645 = -403316.828028
  nChanged 25
		SP:Iteration 39Q (21819.340000 sec): 3 clusters
  Score: Raw -406045.898481 + Penalty 2717.934645 = -403327.963836
  nChanged 20
		SP:Iteration 40F (21819.510000 sec): 3 clusters
  Score: Raw -406054.605115 + Penalty 2717.934645 = -403336.670470
  nChanged 18
		SP:Iteration 41Q (21819.730000 sec): 3 clusters
  Score: Raw -406062.061822 + Penalty 2717.934645 = -403344.127177
  nChanged 17
		SP:Iteration 42Q (21819.930000 sec): 3 clusters
  Score: Raw -406069.575505 + Penalty 2717.934645 = -403351.640860
  nChanged 17
		SP:Iteration 43Q (21820.130000 sec): 3 clusters
  Score: Raw -406077.878727 + Penalty 2717.934645 = -403359.944082
  nChanged 12
		SP:Iteration 44Q (21820.280000 sec): 3 clusters
  Score: Raw -406082.859195 + Penalty 2717.934645 = -403364.924550
  nChanged 6
		SP:Iteration 45Q (21820.490000 sec): 3 clusters
  Score: Raw -406085.530553 + Penalty 2717.934645 = -403367.595908
  nChanged 6
		SP:Iteration 46Q (21820.720000 sec): 3 clusters
  Score: Raw -406087.336712 + Penalty 2717.934645 = -403369.402067
  nChanged 4
		SP:Iteration 47Q (21820.900000 sec): 3 clusters
  Score: Raw -406088.394922 + Penalty 2717.934645 = -403370.460277
  nChanged 3
		SP:Iteration 48Q (21821.080000 sec): 3 clusters
  Score: Raw -406089.033729 + Penalty 2717.934645 = -403371.099084
  nChanged 3
		SP:Iteration 49Q (21821.300000 sec): 3 clusters
  Score: Raw -406090.607490 + Penalty 2717.934645 = -403372.672845
  nChanged 5
		SP:Iteration 50Q (21821.470000 sec): 3 clusters
  Score: Raw -406092.781164 + Penalty 2717.934645 = -403374.846519
  nChanged 4
		SP:Iteration 51Q (21821.680000 sec): 3 clusters
  Score: Raw -406094.949855 + Penalty 2717.934645 = -403377.015210
  nChanged 8
		SP:Iteration 52Q (21821.900000 sec): 3 clusters
  Score: Raw -406098.262216 + Penalty 2717.934645 = -403380.327571
  nChanged 1
		SP:Iteration 53Q (21822.100000 sec): 3 clusters
  Score: Raw -406098.386035 + Penalty 2717.934645 = -403380.451390
  nChanged 1
		SP:Iteration 54Q (21822.300000 sec): 3 clusters
  Score: Raw -406098.462139 + Penalty 2717.934645 = -403380.527494
  nChanged 0
		SP:Iteration 55F (21822.500000 sec): 3 clusters
  Score: Raw -406098.462139 + Penalty 2717.934645 = -403380.527494
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (11903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21822.660000 sec): 2 clusters
  Score: Raw -1199140.714663 + Penalty 1524.988684 = -1197615.725979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21822.960000 sec): 3 clusters
  Score: Raw -1192308.361768 + Penalty 3049.977368 = -1189258.384400
  nChanged 5177
		SP:Iteration 1F (21823.200000 sec): 3 clusters
  Score: Raw -1195024.943443 + Penalty 3049.977368 = -1191974.966075
  nChanged 643
		SP:Iteration 2F (21823.390000 sec): 3 clusters
  Score: Raw -1195269.318176 + Penalty 3049.977368 = -1192219.340808
  nChanged 542
		SP:Iteration 3Q (21823.660000 sec): 3 clusters
  Score: Raw -1195472.207283 + Penalty 3049.977368 = -1192422.229914
  nChanged 493
		SP:Iteration 4Q (21823.950000 sec): 3 clusters
  Score: Raw -1195636.548450 + Penalty 3049.977368 = -1192586.571082
  nChanged 447
		SP:Iteration 5Q (21824.180000 sec): 3 clusters
  Score: Raw -1195807.437913 + Penalty 3049.977368 = -1192757.460545
  nChanged 452
		SP:Iteration 6Q (21824.420000 sec): 3 clusters
  Score: Raw -1195972.096062 + Penalty 3049.977368 = -1192922.118694
  nChanged 408
		SP:Iteration 7Q (21824.670000 sec): 3 clusters
  Score: Raw -1196135.986011 + Penalty 3049.977368 = -1193086.008643
  nChanged 433
		SP:Iteration 8Q (21824.910000 sec): 3 clusters
  Score: Raw -1196324.630349 + Penalty 3049.977368 = -1193274.652981
  nChanged 439
		SP:Iteration 9Q (21825.150000 sec): 3 clusters
  Score: Raw -1196566.679708 + Penalty 3049.977368 = -1193516.702340
  nChanged 468
		SP:Iteration 10Q (21825.410000 sec): 3 clusters
  Score: Raw -1196850.952159 + Penalty 3049.977368 = -1193800.974791
  nChanged 474
		SP:Iteration 11Q (21825.690000 sec): 3 clusters
  Score: Raw -1197187.753130 + Penalty 3049.977368 = -1194137.775761
  nChanged 488
		SP:Iteration 12Q (21825.920000 sec): 3 clusters
  Score: Raw -1197550.572499 + Penalty 3049.977368 = -1194500.595130
  nChanged 450
		SP:Iteration 13Q (21826.200000 sec): 3 clusters
  Score: Raw -1197910.628717 + Penalty 3049.977368 = -1194860.651349
  nChanged 382
		SP:Iteration 14Q (21826.410000 sec): 3 clusters
  Score: Raw -1198180.617721 + Penalty 3049.977368 = -1195130.640353
  nChanged 300
		SP:Iteration 15Q (21826.680000 sec): 3 clusters
  Score: Raw -1198387.598989 + Penalty 3049.977368 = -1195337.621621
  nChanged 256
		SP:Iteration 16Q (21826.900000 sec): 3 clusters
  Score: Raw -1198547.940556 + Penalty 3049.977368 = -1195497.963188
  nChanged 191
		SP:Iteration 17Q (21827.140000 sec): 3 clusters
  Score: Raw -1198678.493792 + Penalty 3049.977368 = -1195628.516424
  nChanged 188
		SP:Iteration 18Q (21827.340000 sec): 3 clusters
  Score: Raw -1198789.194924 + Penalty 3049.977368 = -1195739.217555
  nChanged 148
		SP:Iteration 19Q (21827.540000 sec): 3 clusters
  Score: Raw -1198869.851994 + Penalty 3049.977368 = -1195819.874626
  nChanged 121
		SP:Iteration 20F (21827.780000 sec): 3 clusters
  Score: Raw -1198931.556284 + Penalty 3049.977368 = -1195881.578916
  nChanged 111
		SP:Iteration 21Q (21828.020000 sec): 3 clusters
  Score: Raw -1198986.566240 + Penalty 3049.977368 = -1195936.588872
  nChanged 88
		SP:Iteration 22Q (21828.200000 sec): 3 clusters
  Score: Raw -1199027.818051 + Penalty 3049.977368 = -1195977.840683
  nChanged 75
		SP:Iteration 23Q (21828.440000 sec): 3 clusters
  Score: Raw -1199066.046986 + Penalty 3049.977368 = -1196016.069618
  nChanged 64
		SP:Iteration 24Q (21828.710000 sec): 3 clusters
  Score: Raw -1199100.347925 + Penalty 3049.977368 = -1196050.370556
  nChanged 51
		SP:Iteration 25Q (21828.920000 sec): 3 clusters
  Score: Raw -1199126.211142 + Penalty 3049.977368 = -1196076.233774
  nChanged 42
		SP:Iteration 26Q (21829.100000 sec): 3 clusters
  Score: Raw -1199143.188424 + Penalty 3049.977368 = -1196093.211056
  nChanged 34
		SP:Iteration 27Q (21829.360000 sec): 3 clusters
  Score: Raw -1199158.283008 + Penalty 3049.977368 = -1196108.305640
  nChanged 31
		SP:Iteration 28Q (21829.580000 sec): 3 clusters
  Score: Raw -1199171.739686 + Penalty 3049.977368 = -1196121.762318
  nChanged 25
		SP:Iteration 29Q (21829.770000 sec): 3 clusters
  Score: Raw -1199183.652456 + Penalty 3049.977368 = -1196133.675088
  nChanged 25
		SP:Iteration 30Q (21830.020000 sec): 3 clusters
  Score: Raw -1199196.290511 + Penalty 3049.977368 = -1196146.313143
  nChanged 23
		SP:Iteration 31Q (21830.230000 sec): 3 clusters
  Score: Raw -1199207.144487 + Penalty 3049.977368 = -1196157.167119
  nChanged 23
		SP:Iteration 32Q (21830.510000 sec): 3 clusters
  Score: Raw -1199217.296330 + Penalty 3049.977368 = -1196167.318962
  nChanged 22
		SP:Iteration 33Q (21830.710000 sec): 3 clusters
  Score: Raw -1199230.452085 + Penalty 3049.977368 = -1196180.474716
  nChanged 24
		SP:Iteration 34Q (21830.950000 sec): 3 clusters
  Score: Raw -1199245.304731 + Penalty 3049.977368 = -1196195.327362
  nChanged 21
		SP:Iteration 35Q (21831.160000 sec): 3 clusters
  Score: Raw -1199256.258604 + Penalty 3049.977368 = -1196206.281235
  nChanged 20
		SP:Iteration 36Q (21831.450000 sec): 3 clusters
  Score: Raw -1199265.936281 + Penalty 3049.977368 = -1196215.958913
  nChanged 14
		SP:Iteration 37Q (21831.640000 sec): 3 clusters
  Score: Raw -1199274.068868 + Penalty 3049.977368 = -1196224.091500
  nChanged 10
		SP:Iteration 38Q (21831.900000 sec): 3 clusters
  Score: Raw -1199279.226067 + Penalty 3049.977368 = -1196229.248698
  nChanged 8
		SP:Iteration 39Q (21832.110000 sec): 3 clusters
  Score: Raw -1199281.750093 + Penalty 3049.977368 = -1196231.772725
  nChanged 8
		SP:Iteration 40F (21832.350000 sec): 3 clusters
  Score: Raw -1199289.165943 + Penalty 3049.977368 = -1196239.188575
  nChanged 10
		SP:Iteration 41Q (21832.540000 sec): 3 clusters
  Score: Raw -1199294.539980 + Penalty 3049.977368 = -1196244.562612
  nChanged 6
		SP:Iteration 42Q (21832.770000 sec): 3 clusters
  Score: Raw -1199297.097067 + Penalty 3049.977368 = -1196247.119699
  nChanged 9
		SP:Iteration 43Q (21832.980000 sec): 3 clusters
  Score: Raw -1199300.734537 + Penalty 3049.977368 = -1196250.757169
  nChanged 4
		SP:Iteration 44Q (21833.200000 sec): 3 clusters
  Score: Raw -1199302.184804 + Penalty 3049.977368 = -1196252.207436
  nChanged 2
		SP:Iteration 45Q (21833.410000 sec): 3 clusters
  Score: Raw -1199302.577502 + Penalty 3049.977368 = -1196252.600134
  nChanged 1
		SP:Iteration 46Q (21833.630000 sec): 3 clusters
  Score: Raw -1199302.767320 + Penalty 3049.977368 = -1196252.789951
  nChanged 1
		SP:Iteration 47Q (21833.880000 sec): 3 clusters
  Score: Raw -1199303.311669 + Penalty 3049.977368 = -1196253.334301
  nChanged 3
		SP:Iteration 48Q (21834.160000 sec): 3 clusters
  Score: Raw -1199305.005325 + Penalty 3049.977368 = -1196255.027956
  nChanged 4
		SP:Iteration 49Q (21834.400000 sec): 3 clusters
  Score: Raw -1199306.554237 + Penalty 3049.977368 = -1196256.576869
  nChanged 3
		SP:Iteration 50Q (21834.570000 sec): 3 clusters
  Score: Raw -1199308.352063 + Penalty 3049.977368 = -1196258.374695
  nChanged 4
		SP:Iteration 51Q (21834.830000 sec): 3 clusters
  Score: Raw -1199309.376403 + Penalty 3049.977368 = -1196259.399035
  nChanged 2
		SP:Iteration 52Q (21835.020000 sec): 3 clusters
  Score: Raw -1199310.160853 + Penalty 3049.977368 = -1196260.183485
  nChanged 2
		SP:Iteration 53Q (21835.260000 sec): 3 clusters
  Score: Raw -1199311.217859 + Penalty 3049.977368 = -1196261.240491
  nChanged 4
		SP:Iteration 54Q (21835.530000 sec): 3 clusters
  Score: Raw -1199313.244292 + Penalty 3049.977368 = -1196263.266923
  nChanged 3
		SP:Iteration 55Q (21835.750000 sec): 3 clusters
  Score: Raw -1199315.015427 + Penalty 3049.977368 = -1196265.038059
  nChanged 3
		SP:Iteration 56Q (21836.020000 sec): 3 clusters
  Score: Raw -1199316.472711 + Penalty 3049.977368 = -1196266.495343
  nChanged 2
		SP:Iteration 57Q (21836.200000 sec): 3 clusters
  Score: Raw -1199317.372445 + Penalty 3049.977368 = -1196267.395077
  nChanged 3
		SP:Iteration 58Q (21836.420000 sec): 3 clusters
  Score: Raw -1199318.180466 + Penalty 3049.977368 = -1196268.203098
  nChanged 1
		SP:Iteration 59Q (21836.690000 sec): 3 clusters
  Score: Raw -1199318.388494 + Penalty 3049.977368 = -1196268.411126
  nChanged 1
		SP:Iteration 60F (21836.950000 sec): 3 clusters
  Score: Raw -1199318.948184 + Penalty 3049.977368 = -1196268.970816
  nChanged 1
		SP:Iteration 61Q (21837.140000 sec): 3 clusters
  Score: Raw -1199319.270774 + Penalty 3049.977368 = -1196269.293406
  nChanged 0
		SP:Iteration 62F (21837.400000 sec): 3 clusters
  Score: Raw -1199319.270774 + Penalty 3049.977368 = -1196269.293406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21837.550000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21837.740000 sec): 3 clusters
  Score: Raw -53994.503495 + Penalty 2038.685027 = -51955.818468
  nChanged 133
		SP:Iteration 1F (21837.900000 sec): 3 clusters
  Score: Raw -54255.055361 + Penalty 2038.685027 = -52216.370334
  nChanged 50
		SP:Iteration 2F (21838.140000 sec): 3 clusters
  Score: Raw -54432.186726 + Penalty 2038.685027 = -52393.501699
  nChanged 34
		SP:Iteration 3F (21838.290000 sec): 3 clusters
  Score: Raw -54540.112607 + Penalty 2038.685027 = -52501.427580
  nChanged 16
		SP:Iteration 4Q (21838.460000 sec): 3 clusters
  Score: Raw -54578.007249 + Penalty 2038.685027 = -52539.322222
  nChanged 12
		SP:Iteration 5Q (21838.610000 sec): 3 clusters
  Score: Raw -54607.999528 + Penalty 2038.685027 = -52569.314501
  nChanged 8
		SP:Iteration 6Q (21838.830000 sec): 3 clusters
  Score: Raw -54627.014006 + Penalty 2038.685027 = -52588.328979
  nChanged 3
		SP:Iteration 7Q (21838.970000 sec): 3 clusters
  Score: Raw -54633.266035 + Penalty 2038.685027 = -52594.581008
  nChanged 4
		SP:Iteration 8Q (21839.180000 sec): 3 clusters
  Score: Raw -54643.168985 + Penalty 2038.685027 = -52604.483957
  nChanged 1
		SP:Iteration 9Q (21839.300000 sec): 3 clusters
  Score: Raw -54644.737479 + Penalty 2038.685027 = -52606.052452
  nChanged 0
		SP:Iteration 10F (21839.460000 sec): 3 clusters
  Score: Raw -54644.737479 + Penalty 2038.685027 = -52606.052452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21839.600000 sec): 2 clusters
  Score: Raw -241252.101944 + Penalty 1263.003881 = -239989.098063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21839.790000 sec): 3 clusters
  Score: Raw -240178.457216 + Penalty 2526.007762 = -237652.449454
  nChanged 882
		SP:Iteration 1F (21839.940000 sec): 3 clusters
  Score: Raw -240740.033035 + Penalty 2526.007762 = -238214.025274
  nChanged 185
		SP:Iteration 2F (21840.180000 sec): 3 clusters
  Score: Raw -240862.916093 + Penalty 2526.007762 = -238336.908332
  nChanged 119
		SP:Iteration 3F (21840.360000 sec): 3 clusters
  Score: Raw -240932.743849 + Penalty 2526.007762 = -238406.736087
  nChanged 70
		SP:Iteration 4Q (21840.510000 sec): 3 clusters
  Score: Raw -240972.788401 + Penalty 2526.007762 = -238446.780639
  nChanged 71
		SP:Iteration 5Q (21840.720000 sec): 3 clusters
  Score: Raw -241014.837856 + Penalty 2526.007762 = -238488.830094
  nChanged 53
		SP:Iteration 6Q (21840.940000 sec): 3 clusters
  Score: Raw -241049.876530 + Penalty 2526.007762 = -238523.868768
  nChanged 47
		SP:Iteration 7Q (21841.090000 sec): 3 clusters
  Score: Raw -241079.300437 + Penalty 2526.007762 = -238553.292675
  nChanged 34
		SP:Iteration 8Q (21841.250000 sec): 3 clusters
  Score: Raw -241099.719561 + Penalty 2526.007762 = -238573.711799
  nChanged 34
		SP:Iteration 9Q (21841.470000 sec): 3 clusters
  Score: Raw -241114.789999 + Penalty 2526.007762 = -238588.782237
  nChanged 24
		SP:Iteration 10Q (21841.630000 sec): 3 clusters
  Score: Raw -241122.327775 + Penalty 2526.007762 = -238596.320013
  nChanged 17
		SP:Iteration 11Q (21841.810000 sec): 3 clusters
  Score: Raw -241128.877044 + Penalty 2526.007762 = -238602.869282
  nChanged 14
		SP:Iteration 12Q (21841.950000 sec): 3 clusters
  Score: Raw -241136.873675 + Penalty 2526.007762 = -238610.865913
  nChanged 10
		SP:Iteration 13Q (21842.110000 sec): 3 clusters
  Score: Raw -241141.470234 + Penalty 2526.007762 = -238615.462472
  nChanged 12
		SP:Iteration 14Q (21842.250000 sec): 3 clusters
  Score: Raw -241146.099812 + Penalty 2526.007762 = -238620.092050
  nChanged 11
		SP:Iteration 15Q (21842.470000 sec): 3 clusters
  Score: Raw -241151.323100 + Penalty 2526.007762 = -238625.315338
  nChanged 8
		SP:Iteration 16Q (21842.640000 sec): 3 clusters
  Score: Raw -241155.143587 + Penalty 2526.007762 = -238629.135825
  nChanged 9
		SP:Iteration 17Q (21842.810000 sec): 3 clusters
  Score: Raw -241158.843400 + Penalty 2526.007762 = -238632.835638
  nChanged 9
		SP:Iteration 18Q (21843.010000 sec): 3 clusters
  Score: Raw -241163.061114 + Penalty 2526.007762 = -238637.053352
  nChanged 5
		SP:Iteration 19Q (21843.150000 sec): 3 clusters
  Score: Raw -241164.768886 + Penalty 2526.007762 = -238638.761124
  nChanged 2
		SP:Iteration 20F (21843.330000 sec): 3 clusters
  Score: Raw -241165.475840 + Penalty 2526.007762 = -238639.468078
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21843.440000 sec): 2 clusters
  Score: Raw -210508.208479 + Penalty 1241.520016 = -209266.688463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21843.650000 sec): 3 clusters
  Score: Raw -209571.135791 + Penalty 2483.040031 = -207088.095760
  nChanged 764
		SP:Iteration 1F (21843.820000 sec): 3 clusters
  Score: Raw -210127.967138 + Penalty 2483.040031 = -207644.927107
  nChanged 189
		SP:Iteration 2F (21843.990000 sec): 3 clusters
  Score: Raw -210302.739765 + Penalty 2483.040031 = -207819.699734
  nChanged 127
		SP:Iteration 3F (21844.150000 sec): 3 clusters
  Score: Raw -210427.097347 + Penalty 2483.040031 = -207944.057316
  nChanged 101
		SP:Iteration 4Q (21844.360000 sec): 3 clusters
  Score: Raw -210496.440307 + Penalty 2483.040031 = -208013.400276
  nChanged 63
		SP:Iteration 5Q (21844.530000 sec): 3 clusters
  Score: Raw -210532.573042 + Penalty 2483.040031 = -208049.533011
  nChanged 47
		SP:Iteration 6Q (21844.720000 sec): 3 clusters
  Score: Raw -210564.308912 + Penalty 2483.040031 = -208081.268881
  nChanged 41
		SP:Iteration 7Q (21844.890000 sec): 3 clusters
  Score: Raw -210592.356642 + Penalty 2483.040031 = -208109.316611
  nChanged 38
		SP:Iteration 8Q (21845.100000 sec): 3 clusters
  Score: Raw -210622.161993 + Penalty 2483.040031 = -208139.121962
  nChanged 45
		SP:Iteration 9Q (21845.290000 sec): 3 clusters
  Score: Raw -210656.795825 + Penalty 2483.040031 = -208173.755794
  nChanged 48
		SP:Iteration 10Q (21845.480000 sec): 3 clusters
  Score: Raw -210686.486299 + Penalty 2483.040031 = -208203.446268
  nChanged 30
		SP:Iteration 11Q (21845.620000 sec): 3 clusters
  Score: Raw -210704.576978 + Penalty 2483.040031 = -208221.536946
  nChanged 30
		SP:Iteration 12Q (21845.820000 sec): 3 clusters
  Score: Raw -210723.266060 + Penalty 2483.040031 = -208240.226029
  nChanged 13
		SP:Iteration 13Q (21846.010000 sec): 3 clusters
  Score: Raw -210735.587263 + Penalty 2483.040031 = -208252.547232
  nChanged 19
		SP:Iteration 14Q (21846.190000 sec): 3 clusters
  Score: Raw -210749.103775 + Penalty 2483.040031 = -208266.063744
  nChanged 13
		SP:Iteration 15Q (21846.390000 sec): 3 clusters
  Score: Raw -210758.928681 + Penalty 2483.040031 = -208275.888649
  nChanged 16
		SP:Iteration 16Q (21846.540000 sec): 3 clusters
  Score: Raw -210772.922968 + Penalty 2483.040031 = -208289.882937
  nChanged 23
		SP:Iteration 17Q (21846.760000 sec): 3 clusters
  Score: Raw -210789.647395 + Penalty 2483.040031 = -208306.607364
  nChanged 21
		SP:Iteration 18Q (21846.900000 sec): 3 clusters
  Score: Raw -210800.687965 + Penalty 2483.040031 = -208317.647934
  nChanged 20
		SP:Iteration 19Q (21847.090000 sec): 3 clusters
  Score: Raw -210810.573055 + Penalty 2483.040031 = -208327.533024
  nChanged 15
		SP:Iteration 20F (21847.260000 sec): 3 clusters
  Score: Raw -210818.742114 + Penalty 2483.040031 = -208335.702082
  nChanged 19
		SP:Iteration 21Q (21847.440000 sec): 3 clusters
  Score: Raw -210831.205234 + Penalty 2483.040031 = -208348.165203
  nChanged 19
		SP:Iteration 22Q (21847.610000 sec): 3 clusters
  Score: Raw -210841.765513 + Penalty 2483.040031 = -208358.725482
  nChanged 16
		SP:Iteration 23Q (21847.800000 sec): 3 clusters
  Score: Raw -210853.495272 + Penalty 2483.040031 = -208370.455241
  nChanged 13
		SP:Iteration 24Q (21847.950000 sec): 3 clusters
  Score: Raw -210860.420305 + Penalty 2483.040031 = -208377.380274
  nChanged 6
		SP:Iteration 25Q (21848.100000 sec): 3 clusters
  Score: Raw -210864.648509 + Penalty 2483.040031 = -208381.608478
  nChanged 12
		SP:Iteration 26Q (21848.300000 sec): 3 clusters
  Score: Raw -210871.525960 + Penalty 2483.040031 = -208388.485929
  nChanged 13
		SP:Iteration 27Q (21848.450000 sec): 3 clusters
  Score: Raw -210879.110786 + Penalty 2483.040031 = -208396.070755
  nChanged 8
		SP:Iteration 28Q (21848.630000 sec): 3 clusters
  Score: Raw -210884.058442 + Penalty 2483.040031 = -208401.018411
  nChanged 4
		SP:Iteration 29Q (21848.810000 sec): 3 clusters
  Score: Raw -210886.316089 + Penalty 2483.040031 = -208403.276058
  nChanged 3
		SP:Iteration 30Q (21848.990000 sec): 3 clusters
  Score: Raw -210888.184937 + Penalty 2483.040031 = -208405.144906
  nChanged 5
		SP:Iteration 31Q (21849.190000 sec): 3 clusters
  Score: Raw -210891.023681 + Penalty 2483.040031 = -208407.983649
  nChanged 3
		SP:Iteration 32Q (21849.350000 sec): 3 clusters
  Score: Raw -210893.277301 + Penalty 2483.040031 = -208410.237269
  nChanged 4
		SP:Iteration 33Q (21849.570000 sec): 3 clusters
  Score: Raw -210894.987632 + Penalty 2483.040031 = -208411.947601
  nChanged 2
		SP:Iteration 34Q (21849.770000 sec): 3 clusters
  Score: Raw -210895.865134 + Penalty 2483.040031 = -208412.825103
  nChanged 2
		SP:Iteration 35Q (21849.910000 sec): 3 clusters
  Score: Raw -210896.714663 + Penalty 2483.040031 = -208413.674632
  nChanged 3
		SP:Iteration 36Q (21850.090000 sec): 3 clusters
  Score: Raw -210897.843394 + Penalty 2483.040031 = -208414.803363
  nChanged 2
		SP:Iteration 37Q (21850.240000 sec): 3 clusters
  Score: Raw -210898.375056 + Penalty 2483.040031 = -208415.335024
  nChanged 1
		SP:Iteration 38Q (21850.450000 sec): 3 clusters
  Score: Raw -210899.060696 + Penalty 2483.040031 = -208416.020665
  nChanged 1
		SP:Iteration 39Q (21850.640000 sec): 3 clusters
  Score: Raw -210899.891129 + Penalty 2483.040031 = -208416.851097
  nChanged 1
		SP:Iteration 40F (21850.810000 sec): 3 clusters
  Score: Raw -210900.074243 + Penalty 2483.040031 = -208417.034212
  nChanged 1
		SP:Iteration 41Q (21850.960000 sec): 3 clusters
  Score: Raw -210900.415295 + Penalty 2483.040031 = -208417.375264
  nChanged 0
		SP:Iteration 42F (21851.160000 sec): 3 clusters
  Score: Raw -210900.415295 + Penalty 2483.040031 = -208417.375264
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21851.260000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21851.440000 sec): 3 clusters
  Score: Raw -47080.172851 + Penalty 1977.462309 = -45102.710542
  nChanged 96
		SP:Iteration 1F (21851.620000 sec): 3 clusters
  Score: Raw -47222.249377 + Penalty 1977.462309 = -45244.787068
  nChanged 28
		SP:Iteration 2F (21851.820000 sec): 3 clusters
  Score: Raw -47266.782876 + Penalty 1977.462309 = -45289.320566
  nChanged 10
		SP:Iteration 3Q (21851.990000 sec): 3 clusters
  Score: Raw -47281.057776 + Penalty 1977.462309 = -45303.595467
  nChanged 4
		SP:Iteration 4Q (21852.160000 sec): 3 clusters
  Score: Raw -47287.257042 + Penalty 1977.462309 = -45309.794732
  nChanged 1
		SP:Iteration 5Q (21852.310000 sec): 3 clusters
  Score: Raw -47288.821797 + Penalty 1977.462309 = -45311.359488
  nChanged 0
		SP:Iteration 6F (21852.490000 sec): 3 clusters
  Score: Raw -47288.821797 + Penalty 1977.462309 = -45311.359488
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21852.630000 sec): 2 clusters
  Score: Raw -50285.122247 + Penalty 1033.992067 = -49251.130180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21852.770000 sec): 3 clusters
  Score: Raw -50209.656985 + Penalty 2067.984134 = -48141.672851
  nChanged 140
		SP:Iteration 1F (21852.940000 sec): 3 clusters
  Score: Raw -50447.283846 + Penalty 2067.984134 = -48379.299713
  nChanged 41
		SP:Iteration 2F (21853.140000 sec): 3 clusters
  Score: Raw -50501.576781 + Penalty 2067.984134 = -48433.592647
  nChanged 15
		SP:Iteration 3Q (21853.290000 sec): 3 clusters
  Score: Raw -50530.728334 + Penalty 2067.984134 = -48462.744200
  nChanged 11
		SP:Iteration 4Q (21853.470000 sec): 3 clusters
  Score: Raw -50549.205833 + Penalty 2067.984134 = -48481.221700
  nChanged 9
		SP:Iteration 5Q (21853.650000 sec): 3 clusters
  Score: Raw -50565.243785 + Penalty 2067.984134 = -48497.259652
  nChanged 10
		SP:Iteration 6Q (21853.830000 sec): 3 clusters
  Score: Raw -50589.111357 + Penalty 2067.984134 = -48521.127223
  nChanged 3
		SP:Iteration 7Q (21854.030000 sec): 3 clusters
  Score: Raw -50592.727989 + Penalty 2067.984134 = -48524.743855
  nChanged 1
		SP:Iteration 8Q (21854.210000 sec): 3 clusters
  Score: Raw -50593.813840 + Penalty 2067.984134 = -48525.829706
  nChanged 2
		SP:Iteration 9Q (21854.380000 sec): 3 clusters
  Score: Raw -50600.994660 + Penalty 2067.984134 = -48533.010527
  nChanged 5
		SP:Iteration 10Q (21854.570000 sec): 3 clusters
  Score: Raw -50607.225889 + Penalty 2067.984134 = -48539.241755
  nChanged 3
		SP:Iteration 11Q (21854.730000 sec): 3 clusters
  Score: Raw -50610.328650 + Penalty 2067.984134 = -48542.344516
  nChanged 0
		SP:Iteration 12F (21854.910000 sec): 3 clusters
  Score: Raw -50610.328650 + Penalty 2067.984134 = -48542.344516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21855.010000 sec): 2 clusters
  Score: Raw -51718.019580 + Penalty 1013.091743 = -50704.927837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21855.190000 sec): 3 clusters
  Score: Raw -51695.334256 + Penalty 2026.183486 = -49669.150770
  nChanged 127
		SP:Iteration 1F (21855.370000 sec): 3 clusters
  Score: Raw -51899.948795 + Penalty 2026.183486 = -49873.765309
  nChanged 41
		SP:Iteration 2F (21855.570000 sec): 3 clusters
  Score: Raw -51983.712077 + Penalty 2026.183486 = -49957.528591
  nChanged 25
		SP:Iteration 3Q (21855.770000 sec): 3 clusters
  Score: Raw -52028.051930 + Penalty 2026.183486 = -50001.868445
  nChanged 12
		SP:Iteration 4Q (21855.890000 sec): 3 clusters
  Score: Raw -52044.930604 + Penalty 2026.183486 = -50018.747118
  nChanged 3
		SP:Iteration 5Q (21856.090000 sec): 3 clusters
  Score: Raw -52058.839318 + Penalty 2026.183486 = -50032.655832
  nChanged 5
		SP:Iteration 6Q (21856.250000 sec): 3 clusters
  Score: Raw -52064.415441 + Penalty 2026.183486 = -50038.231955
  nChanged 2
		SP:Iteration 7Q (21856.440000 sec): 3 clusters
  Score: Raw -52066.185276 + Penalty 2026.183486 = -50040.001790
  nChanged 0
		SP:Iteration 8F (21856.620000 sec): 3 clusters
  Score: Raw -52066.185276 + Penalty 2026.183486 = -50040.001790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21856.720000 sec): 2 clusters
  Score: Raw -397668.975318 + Penalty 1355.013543 = -396313.961775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21856.950000 sec): 3 clusters
  Score: Raw -395593.624344 + Penalty 2710.027086 = -392883.597258
  nChanged 1681
		SP:Iteration 1F (21857.100000 sec): 3 clusters
  Score: Raw -396656.607218 + Penalty 2710.027086 = -393946.580132
  nChanged 360
		SP:Iteration 2F (21857.310000 sec): 3 clusters
  Score: Raw -396917.857818 + Penalty 2710.027086 = -394207.830732
  nChanged 272
		SP:Iteration 3F (21857.460000 sec): 3 clusters
  Score: Raw -397167.914928 + Penalty 2710.027086 = -394457.887842
  nChanged 279
		SP:Iteration 4F (21857.670000 sec): 3 clusters
  Score: Raw -397498.679991 + Penalty 2710.027086 = -394788.652905
  nChanged 276
		SP:Iteration 5F (21857.880000 sec): 3 clusters
  Score: Raw -397782.832507 + Penalty 2710.027086 = -395072.805421
  nChanged 221
		SP:Iteration 6F (21858.040000 sec): 3 clusters
  Score: Raw -397993.805959 + Penalty 2710.027086 = -395283.778873
  nChanged 204
		SP:Iteration 7Q (21858.230000 sec): 3 clusters
  Score: Raw -398160.289722 + Penalty 2710.027086 = -395450.262636
  nChanged 181
		SP:Iteration 8Q (21858.420000 sec): 3 clusters
  Score: Raw -398340.041275 + Penalty 2710.027086 = -395630.014189
  nChanged 153
		SP:Iteration 9Q (21858.600000 sec): 3 clusters
  Score: Raw -398467.143079 + Penalty 2710.027086 = -395757.115993
  nChanged 124
		SP:Iteration 10Q (21858.770000 sec): 3 clusters
  Score: Raw -398560.141600 + Penalty 2710.027086 = -395850.114514
  nChanged 111
		SP:Iteration 11Q (21858.980000 sec): 3 clusters
  Score: Raw -398631.318235 + Penalty 2710.027086 = -395921.291149
  nChanged 91
		SP:Iteration 12Q (21859.190000 sec): 3 clusters
  Score: Raw -398685.794130 + Penalty 2710.027086 = -395975.767044
  nChanged 68
		SP:Iteration 13Q (21859.370000 sec): 3 clusters
  Score: Raw -398715.758075 + Penalty 2710.027086 = -396005.730989
  nChanged 46
		SP:Iteration 14Q (21859.540000 sec): 3 clusters
  Score: Raw -398737.910339 + Penalty 2710.027086 = -396027.883253
  nChanged 37
		SP:Iteration 15Q (21859.730000 sec): 3 clusters
  Score: Raw -398755.494371 + Penalty 2710.027086 = -396045.467285
  nChanged 28
		SP:Iteration 16Q (21859.920000 sec): 3 clusters
  Score: Raw -398763.792278 + Penalty 2710.027086 = -396053.765192
  nChanged 21
		SP:Iteration 17Q (21860.090000 sec): 3 clusters
  Score: Raw -398770.443917 + Penalty 2710.027086 = -396060.416831
  nChanged 19
		SP:Iteration 18Q (21860.310000 sec): 3 clusters
  Score: Raw -398776.720896 + Penalty 2710.027086 = -396066.693810
  nChanged 17
		SP:Iteration 19Q (21860.490000 sec): 3 clusters
  Score: Raw -398781.904604 + Penalty 2710.027086 = -396071.877518
  nChanged 14
		SP:Iteration 20F (21860.690000 sec): 3 clusters
  Score: Raw -398789.576833 + Penalty 2710.027086 = -396079.549747
  nChanged 13
		SP:Iteration 21Q (21860.830000 sec): 3 clusters
  Score: Raw -398796.086283 + Penalty 2710.027086 = -396086.059197
  nChanged 15
		SP:Iteration 22Q (21861.060000 sec): 3 clusters
  Score: Raw -398801.787804 + Penalty 2710.027086 = -396091.760718
  nChanged 12
		SP:Iteration 23Q (21861.230000 sec): 3 clusters
  Score: Raw -398805.121682 + Penalty 2710.027086 = -396095.094596
  nChanged 8
		SP:Iteration 24Q (21861.430000 sec): 3 clusters
  Score: Raw -398809.067404 + Penalty 2710.027086 = -396099.040318
  nChanged 8
		SP:Iteration 25Q (21861.570000 sec): 3 clusters
  Score: Raw -398811.371615 + Penalty 2710.027086 = -396101.344529
  nChanged 8
		SP:Iteration 26Q (21861.770000 sec): 3 clusters
  Score: Raw -398813.438865 + Penalty 2710.027086 = -396103.411779
  nChanged 10
		SP:Iteration 27Q (21861.930000 sec): 3 clusters
  Score: Raw -398816.286681 + Penalty 2710.027086 = -396106.259595
  nChanged 7
		SP:Iteration 28Q (21862.110000 sec): 3 clusters
  Score: Raw -398819.030100 + Penalty 2710.027086 = -396109.003014
  nChanged 7
		SP:Iteration 29Q (21862.330000 sec): 3 clusters
  Score: Raw -398820.868970 + Penalty 2710.027086 = -396110.841884
  nChanged 3
		SP:Iteration 30Q (21862.530000 sec): 3 clusters
  Score: Raw -398823.839849 + Penalty 2710.027086 = -396113.812763
  nChanged 3
		SP:Iteration 31Q (21862.710000 sec): 3 clusters
  Score: Raw -398825.427440 + Penalty 2710.027086 = -396115.400354
  nChanged 5
		SP:Iteration 32Q (21862.870000 sec): 3 clusters
  Score: Raw -398827.492631 + Penalty 2710.027086 = -396117.465545
  nChanged 6
		SP:Iteration 33Q (21863.090000 sec): 3 clusters
  Score: Raw -398829.414191 + Penalty 2710.027086 = -396119.387105
  nChanged 7
		SP:Iteration 34Q (21863.280000 sec): 3 clusters
  Score: Raw -398831.691322 + Penalty 2710.027086 = -396121.664236
  nChanged 5
		SP:Iteration 35Q (21863.450000 sec): 3 clusters
  Score: Raw -398833.401417 + Penalty 2710.027086 = -396123.374331
  nChanged 2
		SP:Iteration 36Q (21863.620000 sec): 3 clusters
  Score: Raw -398833.810787 + Penalty 2710.027086 = -396123.783701
  nChanged 2
		SP:Iteration 37Q (21863.790000 sec): 3 clusters
  Score: Raw -398834.257935 + Penalty 2710.027086 = -396124.230849
  nChanged 5
		SP:Iteration 38Q (21863.940000 sec): 3 clusters
  Score: Raw -398835.140365 + Penalty 2710.027086 = -396125.113279
  nChanged 5
		SP:Iteration 39Q (21864.110000 sec): 3 clusters
  Score: Raw -398836.218541 + Penalty 2710.027086 = -396126.191455
  nChanged 7
		SP:Iteration 40F (21864.320000 sec): 3 clusters
  Score: Raw -398837.728374 + Penalty 2710.027086 = -396127.701288
  nChanged 6
		SP:Iteration 41Q (21864.500000 sec): 3 clusters
  Score: Raw -398838.786595 + Penalty 2710.027086 = -396128.759509
  nChanged 5
		SP:Iteration 42Q (21864.650000 sec): 3 clusters
  Score: Raw -398839.595569 + Penalty 2710.027086 = -396129.568483
  nChanged 1
		SP:Iteration 43Q (21864.830000 sec): 3 clusters
  Score: Raw -398839.729446 + Penalty 2710.027086 = -396129.702360
  nChanged 1
		SP:Iteration 44Q (21865.030000 sec): 3 clusters
  Score: Raw -398839.823885 + Penalty 2710.027086 = -396129.796799
  nChanged 0
		SP:Iteration 45F (21865.200000 sec): 3 clusters
  Score: Raw -398839.823885 + Penalty 2710.027086 = -396129.796799
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21865.330000 sec): 2 clusters
  Score: Raw -23235.322124 + Penalty 901.724864 = -22333.597260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21865.470000 sec): 3 clusters
  Score: Raw -23415.864057 + Penalty 1803.449728 = -21612.414330
  nChanged 56
		SP:Iteration 1F (21865.680000 sec): 3 clusters
  Score: Raw -23552.268415 + Penalty 1803.449728 = -21748.818687
  nChanged 11
		SP:Iteration 2Q (21865.830000 sec): 3 clusters
  Score: Raw -23589.379077 + Penalty 1803.449728 = -21785.929349
  nChanged 5
		SP:Iteration 3Q (21866.010000 sec): 3 clusters
  Score: Raw -23599.454223 + Penalty 1803.449728 = -21796.004495
  nChanged 0
		SP:Iteration 4F (21866.180000 sec): 3 clusters
  Score: Raw -23599.454223 + Penalty 1803.449728 = -21796.004495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21866.240000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21866.430000 sec): 3 clusters
  Score: Raw -134394.196393 + Penalty 2312.828097 = -132081.368297
  nChanged 388
		SP:Iteration 1F (21866.580000 sec): 3 clusters
  Score: Raw -134679.149083 + Penalty 2312.828097 = -132366.320986
  nChanged 87
		SP:Iteration 2F (21866.760000 sec): 3 clusters
  Score: Raw -134752.726086 + Penalty 2312.828097 = -132439.897989
  nChanged 38
		SP:Iteration 3Q (21866.930000 sec): 3 clusters
  Score: Raw -134786.244882 + Penalty 2312.828097 = -132473.416785
  nChanged 30
		SP:Iteration 4Q (21867.120000 sec): 3 clusters
  Score: Raw -134812.317303 + Penalty 2312.828097 = -132499.489206
  nChanged 33
		SP:Iteration 5Q (21867.310000 sec): 3 clusters
  Score: Raw -134840.522740 + Penalty 2312.828097 = -132527.694643
  nChanged 24
		SP:Iteration 6Q (21867.500000 sec): 3 clusters
  Score: Raw -134860.816709 + Penalty 2312.828097 = -132547.988612
  nChanged 26
		SP:Iteration 7Q (21867.700000 sec): 3 clusters
  Score: Raw -134886.810902 + Penalty 2312.828097 = -132573.982805
  nChanged 20
		SP:Iteration 8Q (21867.880000 sec): 3 clusters
  Score: Raw -134899.342166 + Penalty 2312.828097 = -132586.514070
  nChanged 16
		SP:Iteration 9Q (21868.050000 sec): 3 clusters
  Score: Raw -134912.149006 + Penalty 2312.828097 = -132599.320910
  nChanged 14
		SP:Iteration 10Q (21868.200000 sec): 3 clusters
  Score: Raw -134926.722650 + Penalty 2312.828097 = -132613.894553
  nChanged 24
		SP:Iteration 11Q (21868.380000 sec): 3 clusters
  Score: Raw -134952.797597 + Penalty 2312.828097 = -132639.969500
  nChanged 21
		SP:Iteration 12Q (21868.600000 sec): 3 clusters
  Score: Raw -134967.922174 + Penalty 2312.828097 = -132655.094077
  nChanged 13
		SP:Iteration 13Q (21868.780000 sec): 3 clusters
  Score: Raw -134979.299317 + Penalty 2312.828097 = -132666.471220
  nChanged 9
		SP:Iteration 14Q (21868.950000 sec): 3 clusters
  Score: Raw -134986.627385 + Penalty 2312.828097 = -132673.799288
  nChanged 10
		SP:Iteration 15Q (21869.130000 sec): 3 clusters
  Score: Raw -134994.900142 + Penalty 2312.828097 = -132682.072046
  nChanged 10
		SP:Iteration 16Q (21869.300000 sec): 3 clusters
  Score: Raw -135005.695017 + Penalty 2312.828097 = -132692.866920
  nChanged 15
		SP:Iteration 17Q (21869.510000 sec): 3 clusters
  Score: Raw -135017.673392 + Penalty 2312.828097 = -132704.845295
  nChanged 15
		SP:Iteration 18Q (21869.650000 sec): 3 clusters
  Score: Raw -135029.653191 + Penalty 2312.828097 = -132716.825095
  nChanged 14
		SP:Iteration 19Q (21869.820000 sec): 3 clusters
  Score: Raw -135038.098945 + Penalty 2312.828097 = -132725.270848
  nChanged 7
		SP:Iteration 20F (21870.010000 sec): 3 clusters
  Score: Raw -135043.274197 + Penalty 2312.828097 = -132730.446100
  nChanged 5
		SP:Iteration 21Q (21870.180000 sec): 3 clusters
  Score: Raw -135049.020793 + Penalty 2312.828097 = -132736.192696
  nChanged 6
		SP:Iteration 22Q (21870.380000 sec): 3 clusters
  Score: Raw -135055.112224 + Penalty 2312.828097 = -132742.284127
  nChanged 6
		SP:Iteration 23Q (21870.560000 sec): 3 clusters
  Score: Raw -135058.820808 + Penalty 2312.828097 = -132745.992712
  nChanged 7
		SP:Iteration 24Q (21870.770000 sec): 3 clusters
  Score: Raw -135065.639979 + Penalty 2312.828097 = -132752.811882
  nChanged 10
		SP:Iteration 25Q (21870.960000 sec): 3 clusters
  Score: Raw -135074.119139 + Penalty 2312.828097 = -132761.291042
  nChanged 11
		SP:Iteration 26Q (21871.110000 sec): 3 clusters
  Score: Raw -135084.104127 + Penalty 2312.828097 = -132771.276030
  nChanged 12
		SP:Iteration 27Q (21871.310000 sec): 3 clusters
  Score: Raw -135096.744537 + Penalty 2312.828097 = -132783.916440
  nChanged 12
		SP:Iteration 28Q (21871.470000 sec): 3 clusters
  Score: Raw -135108.951445 + Penalty 2312.828097 = -132796.123349
  nChanged 7
		SP:Iteration 29Q (21871.650000 sec): 3 clusters
  Score: Raw -135115.217167 + Penalty 2312.828097 = -132802.389070
  nChanged 5
		SP:Iteration 30Q (21871.810000 sec): 3 clusters
  Score: Raw -135119.693998 + Penalty 2312.828097 = -132806.865901
  nChanged 3
		SP:Iteration 31Q (21872.030000 sec): 3 clusters
  Score: Raw -135123.794728 + Penalty 2312.828097 = -132810.966631
  nChanged 2
		SP:Iteration 32Q (21872.210000 sec): 3 clusters
  Score: Raw -135125.118730 + Penalty 2312.828097 = -132812.290633
  nChanged 2
		SP:Iteration 33Q (21872.390000 sec): 3 clusters
  Score: Raw -135126.631077 + Penalty 2312.828097 = -132813.802981
  nChanged 0
		SP:Iteration 34F (21872.540000 sec): 3 clusters
  Score: Raw -135126.631077 + Penalty 2312.828097 = -132813.802981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21872.670000 sec): 2 clusters
  Score: Raw -303928.494696 + Penalty 1313.390366 = -302615.104330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21872.830000 sec): 3 clusters
  Score: Raw -302416.000257 + Penalty 2626.780733 = -299789.219524
  nChanged 1271
		SP:Iteration 1F (21873.070000 sec): 3 clusters
  Score: Raw -303257.506582 + Penalty 2626.780733 = -300630.725849
  nChanged 287
		SP:Iteration 2F (21873.270000 sec): 3 clusters
  Score: Raw -303485.000334 + Penalty 2626.780733 = -300858.219601
  nChanged 209
		SP:Iteration 3F (21873.480000 sec): 3 clusters
  Score: Raw -303629.415176 + Penalty 2626.780733 = -301002.634443
  nChanged 153
		SP:Iteration 4Q (21873.660000 sec): 3 clusters
  Score: Raw -303728.910040 + Penalty 2626.780733 = -301102.129307
  nChanged 113
		SP:Iteration 5Q (21873.830000 sec): 3 clusters
  Score: Raw -303809.807268 + Penalty 2626.780733 = -301183.026536
  nChanged 104
		SP:Iteration 6Q (21874.060000 sec): 3 clusters
  Score: Raw -303883.927026 + Penalty 2626.780733 = -301257.146294
  nChanged 107
		SP:Iteration 7Q (21874.200000 sec): 3 clusters
  Score: Raw -303953.835712 + Penalty 2626.780733 = -301327.054979
  nChanged 87
		SP:Iteration 8Q (21874.420000 sec): 3 clusters
  Score: Raw -304015.304120 + Penalty 2626.780733 = -301388.523387
  nChanged 84
		SP:Iteration 9Q (21874.580000 sec): 3 clusters
  Score: Raw -304072.027985 + Penalty 2626.780733 = -301445.247252
  nChanged 79
		SP:Iteration 10Q (21874.780000 sec): 3 clusters
  Score: Raw -304116.537081 + Penalty 2626.780733 = -301489.756349
  nChanged 55
		SP:Iteration 11Q (21874.980000 sec): 3 clusters
  Score: Raw -304143.742048 + Penalty 2626.780733 = -301516.961315
  nChanged 37
		SP:Iteration 12Q (21875.160000 sec): 3 clusters
  Score: Raw -304162.404962 + Penalty 2626.780733 = -301535.624229
  nChanged 40
		SP:Iteration 13Q (21875.370000 sec): 3 clusters
  Score: Raw -304178.341493 + Penalty 2626.780733 = -301551.560761
  nChanged 24
		SP:Iteration 14Q (21875.500000 sec): 3 clusters
  Score: Raw -304191.127916 + Penalty 2626.780733 = -301564.347184
  nChanged 22
		SP:Iteration 15Q (21875.680000 sec): 3 clusters
  Score: Raw -304202.500758 + Penalty 2626.780733 = -301575.720026
  nChanged 14
		SP:Iteration 16Q (21875.850000 sec): 3 clusters
  Score: Raw -304208.277924 + Penalty 2626.780733 = -301581.497191
  nChanged 13
		SP:Iteration 17Q (21875.980000 sec): 3 clusters
  Score: Raw -304213.100907 + Penalty 2626.780733 = -301586.320174
  nChanged 14
		SP:Iteration 18Q (21876.160000 sec): 3 clusters
  Score: Raw -304218.048502 + Penalty 2626.780733 = -301591.267769
  nChanged 5
		SP:Iteration 19Q (21876.340000 sec): 3 clusters
  Score: Raw -304219.920251 + Penalty 2626.780733 = -301593.139519
  nChanged 10
		SP:Iteration 20F (21876.500000 sec): 3 clusters
  Score: Raw -304224.855741 + Penalty 2626.780733 = -301598.075008
  nChanged 12
		SP:Iteration 21Q (21876.680000 sec): 3 clusters
  Score: Raw -304229.816023 + Penalty 2626.780733 = -301603.035291
  nChanged 7
		SP:Iteration 22Q (21876.860000 sec): 3 clusters
  Score: Raw -304232.180938 + Penalty 2626.780733 = -301605.400206
  nChanged 8
		SP:Iteration 23Q (21877.030000 sec): 3 clusters
  Score: Raw -304235.392278 + Penalty 2626.780733 = -301608.611545
  nChanged 11
		SP:Iteration 24Q (21877.210000 sec): 3 clusters
  Score: Raw -304241.285203 + Penalty 2626.780733 = -301614.504471
  nChanged 9
		SP:Iteration 25Q (21877.380000 sec): 3 clusters
  Score: Raw -304246.598112 + Penalty 2626.780733 = -301619.817380
  nChanged 11
		SP:Iteration 26Q (21877.550000 sec): 3 clusters
  Score: Raw -304255.677597 + Penalty 2626.780733 = -301628.896864
  nChanged 13
		SP:Iteration 27Q (21877.740000 sec): 3 clusters
  Score: Raw -304260.924895 + Penalty 2626.780733 = -301634.144163
  nChanged 11
		SP:Iteration 28Q (21877.900000 sec): 3 clusters
  Score: Raw -304265.300098 + Penalty 2626.780733 = -301638.519366
  nChanged 6
		SP:Iteration 29Q (21878.090000 sec): 3 clusters
  Score: Raw -304267.239793 + Penalty 2626.780733 = -301640.459061
  nChanged 6
		SP:Iteration 30Q (21878.280000 sec): 3 clusters
  Score: Raw -304269.040562 + Penalty 2626.780733 = -301642.259830
  nChanged 6
		SP:Iteration 31Q (21878.480000 sec): 3 clusters
  Score: Raw -304271.777840 + Penalty 2626.780733 = -301644.997108
  nChanged 8
		SP:Iteration 32Q (21878.670000 sec): 3 clusters
  Score: Raw -304274.670947 + Penalty 2626.780733 = -301647.890214
  nChanged 4
		SP:Iteration 33Q (21878.860000 sec): 3 clusters
  Score: Raw -304276.420121 + Penalty 2626.780733 = -301649.639388
  nChanged 7
		SP:Iteration 34Q (21879.050000 sec): 3 clusters
  Score: Raw -304278.402613 + Penalty 2626.780733 = -301651.621880
  nChanged 1
		SP:Iteration 35Q (21879.250000 sec): 3 clusters
  Score: Raw -304278.574226 + Penalty 2626.780733 = -301651.793494
  nChanged 0
		SP:Iteration 36F (21879.420000 sec): 3 clusters
  Score: Raw -304278.574226 + Penalty 2626.780733 = -301651.793494
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21879.510000 sec): 2 clusters
  Score: Raw -441080.759026 + Penalty 1358.016471 = -439722.742555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21879.690000 sec): 3 clusters
  Score: Raw -438926.962411 + Penalty 2716.032943 = -436210.929469
  nChanged 1664
		SP:Iteration 1F (21879.880000 sec): 3 clusters
  Score: Raw -439948.568477 + Penalty 2716.032943 = -437232.535534
  nChanged 380
		SP:Iteration 2F (21880.090000 sec): 3 clusters
  Score: Raw -440206.613971 + Penalty 2716.032943 = -437490.581029
  nChanged 265
		SP:Iteration 3F (21880.280000 sec): 3 clusters
  Score: Raw -440401.209471 + Penalty 2716.032943 = -437685.176529
  nChanged 216
		SP:Iteration 4F (21880.450000 sec): 3 clusters
  Score: Raw -440541.775930 + Penalty 2716.032943 = -437825.742988
  nChanged 195
		SP:Iteration 5Q (21880.680000 sec): 3 clusters
  Score: Raw -440685.267283 + Penalty 2716.032943 = -437969.234340
  nChanged 205
		SP:Iteration 6Q (21880.900000 sec): 3 clusters
  Score: Raw -440826.013423 + Penalty 2716.032943 = -438109.980480
  nChanged 177
		SP:Iteration 7Q (21881.060000 sec): 3 clusters
  Score: Raw -440935.262768 + Penalty 2716.032943 = -438219.229825
  nChanged 167
		SP:Iteration 8Q (21881.240000 sec): 3 clusters
  Score: Raw -441023.185292 + Penalty 2716.032943 = -438307.152349
  nChanged 134
		SP:Iteration 9Q (21881.440000 sec): 3 clusters
  Score: Raw -441098.951517 + Penalty 2716.032943 = -438382.918574
  nChanged 103
		SP:Iteration 10Q (21881.610000 sec): 3 clusters
  Score: Raw -441158.102303 + Penalty 2716.032943 = -438442.069360
  nChanged 103
		SP:Iteration 11Q (21881.790000 sec): 3 clusters
  Score: Raw -441213.544895 + Penalty 2716.032943 = -438497.511952
  nChanged 76
		SP:Iteration 12Q (21882.020000 sec): 3 clusters
  Score: Raw -441246.877414 + Penalty 2716.032943 = -438530.844471
  nChanged 67
		SP:Iteration 13Q (21882.180000 sec): 3 clusters
  Score: Raw -441270.483695 + Penalty 2716.032943 = -438554.450753
  nChanged 45
		SP:Iteration 14Q (21882.400000 sec): 3 clusters
  Score: Raw -441287.938718 + Penalty 2716.032943 = -438571.905776
  nChanged 38
		SP:Iteration 15Q (21882.580000 sec): 3 clusters
  Score: Raw -441302.812935 + Penalty 2716.032943 = -438586.779993
  nChanged 37
		SP:Iteration 16Q (21882.800000 sec): 3 clusters
  Score: Raw -441315.570370 + Penalty 2716.032943 = -438599.537427
  nChanged 26
		SP:Iteration 17Q (21882.960000 sec): 3 clusters
  Score: Raw -441323.130582 + Penalty 2716.032943 = -438607.097640
  nChanged 18
		SP:Iteration 18Q (21883.160000 sec): 3 clusters
  Score: Raw -441328.397749 + Penalty 2716.032943 = -438612.364806
  nChanged 14
		SP:Iteration 19Q (21883.340000 sec): 3 clusters
  Score: Raw -441333.213526 + Penalty 2716.032943 = -438617.180583
  nChanged 15
		SP:Iteration 20F (21883.550000 sec): 3 clusters
  Score: Raw -441337.667223 + Penalty 2716.032943 = -438621.634281
  nChanged 9
		SP:Iteration 21Q (21883.720000 sec): 3 clusters
  Score: Raw -441340.586373 + Penalty 2716.032943 = -438624.553430
  nChanged 4
		SP:Iteration 22Q (21883.950000 sec): 3 clusters
  Score: Raw -441342.464378 + Penalty 2716.032943 = -438626.431435
  nChanged 8
		SP:Iteration 23Q (21884.160000 sec): 3 clusters
  Score: Raw -441345.355401 + Penalty 2716.032943 = -438629.322458
  nChanged 9
		SP:Iteration 24Q (21884.330000 sec): 3 clusters
  Score: Raw -441349.806856 + Penalty 2716.032943 = -438633.773913
  nChanged 9
		SP:Iteration 25Q (21884.560000 sec): 3 clusters
  Score: Raw -441353.500894 + Penalty 2716.032943 = -438637.467951
  nChanged 8
		SP:Iteration 26Q (21884.700000 sec): 3 clusters
  Score: Raw -441355.937509 + Penalty 2716.032943 = -438639.904566
  nChanged 8
		SP:Iteration 27Q (21884.900000 sec): 3 clusters
  Score: Raw -441357.706304 + Penalty 2716.032943 = -438641.673361
  nChanged 4
		SP:Iteration 28Q (21885.100000 sec): 3 clusters
  Score: Raw -441358.949772 + Penalty 2716.032943 = -438642.916829
  nChanged 4
		SP:Iteration 29Q (21885.260000 sec): 3 clusters
  Score: Raw -441359.813683 + Penalty 2716.032943 = -438643.780740
  nChanged 2
		SP:Iteration 30Q (21885.440000 sec): 3 clusters
  Score: Raw -441360.577542 + Penalty 2716.032943 = -438644.544599
  nChanged 3
		SP:Iteration 31Q (21885.650000 sec): 3 clusters
  Score: Raw -441361.106439 + Penalty 2716.032943 = -438645.073496
  nChanged 3
		SP:Iteration 32Q (21885.840000 sec): 3 clusters
  Score: Raw -441362.248657 + Penalty 2716.032943 = -438646.215714
  nChanged 6
		SP:Iteration 33Q (21886.040000 sec): 3 clusters
  Score: Raw -441363.959437 + Penalty 2716.032943 = -438647.926495
  nChanged 6
		SP:Iteration 34Q (21886.230000 sec): 3 clusters
  Score: Raw -441365.244278 + Penalty 2716.032943 = -438649.211335
  nChanged 3
		SP:Iteration 35Q (21886.450000 sec): 3 clusters
  Score: Raw -441366.045160 + Penalty 2716.032943 = -438650.012218
  nChanged 2
		SP:Iteration 36Q (21886.620000 sec): 3 clusters
  Score: Raw -441366.541317 + Penalty 2716.032943 = -438650.508374
  nChanged 5
		SP:Iteration 37Q (21886.800000 sec): 3 clusters
  Score: Raw -441367.640461 + Penalty 2716.032943 = -438651.607519
  nChanged 3
		SP:Iteration 38Q (21886.960000 sec): 3 clusters
  Score: Raw -441368.158918 + Penalty 2716.032943 = -438652.125975
  nChanged 3
		SP:Iteration 39Q (21887.170000 sec): 3 clusters
  Score: Raw -441368.807180 + Penalty 2716.032943 = -438652.774237
  nChanged 1
		SP:Iteration 40F (21887.400000 sec): 3 clusters
  Score: Raw -441368.994850 + Penalty 2716.032943 = -438652.961907
  nChanged 1
		SP:Iteration 41Q (21887.600000 sec): 3 clusters
  Score: Raw -441369.180957 + Penalty 2716.032943 = -438653.148014
  nChanged 2
		SP:Iteration 42Q (21887.780000 sec): 3 clusters
  Score: Raw -441369.655502 + Penalty 2716.032943 = -438653.622560
  nChanged 1
		SP:Iteration 43Q (21887.990000 sec): 3 clusters
  Score: Raw -441369.846148 + Penalty 2716.032943 = -438653.813205
  nChanged 0
		SP:Iteration 44F (21888.160000 sec): 3 clusters
  Score: Raw -441369.846148 + Penalty 2716.032943 = -438653.813205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (16856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21888.300000 sec): 2 clusters
  Score: Raw -1874063.151659 + Penalty 1581.525068 = -1872481.626591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21888.580000 sec): 3 clusters
  Score: Raw -1864005.686842 + Penalty 3163.050136 = -1860842.636706
  nChanged 7537
		SP:Iteration 1F (21888.800000 sec): 3 clusters
  Score: Raw -1867996.552597 + Penalty 3163.050136 = -1864833.502461
  nChanged 878
		SP:Iteration 2F (21889.050000 sec): 3 clusters
  Score: Raw -1868315.606972 + Penalty 3163.050136 = -1865152.556837
  nChanged 782
		SP:Iteration 3Q (21889.320000 sec): 3 clusters
  Score: Raw -1868606.833164 + Penalty 3163.050136 = -1865443.783028
  nChanged 773
		SP:Iteration 4Q (21889.560000 sec): 3 clusters
  Score: Raw -1868906.375407 + Penalty 3163.050136 = -1865743.325272
  nChanged 715
		SP:Iteration 5Q (21889.770000 sec): 3 clusters
  Score: Raw -1869199.823583 + Penalty 3163.050136 = -1866036.773448
  nChanged 742
		SP:Iteration 6Q (21890.020000 sec): 3 clusters
  Score: Raw -1869563.973238 + Penalty 3163.050136 = -1866400.923102
  nChanged 851
		SP:Iteration 7F (21890.240000 sec): 3 clusters
  Score: Raw -1870081.860410 + Penalty 3163.050136 = -1866918.810275
  nChanged 955
		SP:Iteration 8F (21890.500000 sec): 3 clusters
  Score: Raw -1870772.596719 + Penalty 3163.050136 = -1867609.546583
  nChanged 1018
		SP:Iteration 9F (21890.700000 sec): 3 clusters
  Score: Raw -1871607.384679 + Penalty 3163.050136 = -1868444.334543
  nChanged 957
		SP:Iteration 10F (21890.940000 sec): 3 clusters
  Score: Raw -1872475.053233 + Penalty 3163.050136 = -1869312.003098
  nChanged 755
		SP:Iteration 11Q (21891.170000 sec): 3 clusters
  Score: Raw -1873201.677651 + Penalty 3163.050136 = -1870038.627516
  nChanged 507
		SP:Iteration 12Q (21891.380000 sec): 3 clusters
  Score: Raw -1873689.169526 + Penalty 3163.050136 = -1870526.119391
  nChanged 254
		SP:Iteration 13Q (21891.610000 sec): 3 clusters
  Score: Raw -1873920.788422 + Penalty 3163.050136 = -1870757.738287
  nChanged 127
		SP:Iteration 14Q (21891.810000 sec): 3 clusters
  Score: Raw -1874039.797277 + Penalty 3163.050136 = -1870876.747141
  nChanged 72
		SP:Iteration 15Q (21892.010000 sec): 3 clusters
  Score: Raw -1874122.056232 + Penalty 3163.050136 = -1870959.006096
  nChanged 48
		SP:Iteration 16Q (21892.250000 sec): 3 clusters
  Score: Raw -1874184.673344 + Penalty 3163.050136 = -1871021.623208
  nChanged 22
		SP:Iteration 17Q (21892.440000 sec): 3 clusters
  Score: Raw -1874213.849387 + Penalty 3163.050136 = -1871050.799252
  nChanged 17
		SP:Iteration 18Q (21892.680000 sec): 3 clusters
  Score: Raw -1874240.579971 + Penalty 3163.050136 = -1871077.529835
  nChanged 11
		SP:Iteration 19Q (21892.930000 sec): 3 clusters
  Score: Raw -1874254.989532 + Penalty 3163.050136 = -1871091.939397
  nChanged 8
		SP:Iteration 20F (21893.170000 sec): 3 clusters
  Score: Raw -1874265.781837 + Penalty 3163.050136 = -1871102.731701
  nChanged 7
		SP:Iteration 21Q (21893.370000 sec): 3 clusters
  Score: Raw -1874276.647587 + Penalty 3163.050136 = -1871113.597452
  nChanged 4
		SP:Iteration 22Q (21893.550000 sec): 3 clusters
  Score: Raw -1874282.174797 + Penalty 3163.050136 = -1871119.124662
  nChanged 2
		SP:Iteration 23Q (21893.770000 sec): 3 clusters
  Score: Raw -1874284.806810 + Penalty 3163.050136 = -1871121.756675
  nChanged 1
		SP:Iteration 24Q (21893.980000 sec): 3 clusters
  Score: Raw -1874285.970687 + Penalty 3163.050136 = -1871122.920552
  nChanged 0
		SP:Iteration 25F (21894.250000 sec): 3 clusters
  Score: Raw -1874285.970687 + Penalty 3163.050136 = -1871122.920552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21894.330000 sec): 2 clusters
  Score: Raw -656674.124596 + Penalty 1414.723979 = -655259.400617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21894.540000 sec): 3 clusters
  Score: Raw -653451.364546 + Penalty 2829.447957 = -650621.916589
  nChanged 2457
		SP:Iteration 1F (21894.730000 sec): 3 clusters
  Score: Raw -654745.322440 + Penalty 2829.447957 = -651915.874483
  nChanged 395
		SP:Iteration 2F (21894.910000 sec): 3 clusters
  Score: Raw -654929.534201 + Penalty 2829.447957 = -652100.086243
  nChanged 310
		SP:Iteration 3F (21895.140000 sec): 3 clusters
  Score: Raw -655083.365532 + Penalty 2829.447957 = -652253.917574
  nChanged 246
		SP:Iteration 4Q (21895.350000 sec): 3 clusters
  Score: Raw -655205.584946 + Penalty 2829.447957 = -652376.136989
  nChanged 248
		SP:Iteration 5Q (21895.510000 sec): 3 clusters
  Score: Raw -655344.639727 + Penalty 2829.447957 = -652515.191770
  nChanged 234
		SP:Iteration 6Q (21895.750000 sec): 3 clusters
  Score: Raw -655488.389712 + Penalty 2829.447957 = -652658.941755
  nChanged 220
		SP:Iteration 7Q (21895.930000 sec): 3 clusters
  Score: Raw -655617.548597 + Penalty 2829.447957 = -652788.100640
  nChanged 216
		SP:Iteration 8Q (21896.150000 sec): 3 clusters
  Score: Raw -655744.818158 + Penalty 2829.447957 = -652915.370201
  nChanged 229
		SP:Iteration 9Q (21896.350000 sec): 3 clusters
  Score: Raw -655893.498165 + Penalty 2829.447957 = -653064.050208
  nChanged 238
		SP:Iteration 10Q (21896.570000 sec): 3 clusters
  Score: Raw -656047.547040 + Penalty 2829.447957 = -653218.099082
  nChanged 217
		SP:Iteration 11Q (21896.790000 sec): 3 clusters
  Score: Raw -656203.384827 + Penalty 2829.447957 = -653373.936870
  nChanged 183
		SP:Iteration 12Q (21897.000000 sec): 3 clusters
  Score: Raw -656335.675590 + Penalty 2829.447957 = -653506.227633
  nChanged 151
		SP:Iteration 13Q (21897.190000 sec): 3 clusters
  Score: Raw -656450.690043 + Penalty 2829.447957 = -653621.242086
  nChanged 117
		SP:Iteration 14Q (21897.390000 sec): 3 clusters
  Score: Raw -656535.013429 + Penalty 2829.447957 = -653705.565472
  nChanged 97
		SP:Iteration 15Q (21897.590000 sec): 3 clusters
  Score: Raw -656613.055240 + Penalty 2829.447957 = -653783.607282
  nChanged 92
		SP:Iteration 16Q (21897.820000 sec): 3 clusters
  Score: Raw -656682.449668 + Penalty 2829.447957 = -653853.001711
  nChanged 55
		SP:Iteration 17Q (21897.990000 sec): 3 clusters
  Score: Raw -656722.835548 + Penalty 2829.447957 = -653893.387591
  nChanged 36
		SP:Iteration 18Q (21898.180000 sec): 3 clusters
  Score: Raw -656748.664190 + Penalty 2829.447957 = -653919.216233
  nChanged 24
		SP:Iteration 19Q (21898.360000 sec): 3 clusters
  Score: Raw -656765.708318 + Penalty 2829.447957 = -653936.260360
  nChanged 19
		SP:Iteration 20F (21898.590000 sec): 3 clusters
  Score: Raw -656777.274410 + Penalty 2829.447957 = -653947.826453
  nChanged 15
		SP:Iteration 21Q (21898.790000 sec): 3 clusters
  Score: Raw -656787.504989 + Penalty 2829.447957 = -653958.057032
  nChanged 11
		SP:Iteration 22Q (21898.930000 sec): 3 clusters
  Score: Raw -656794.237244 + Penalty 2829.447957 = -653964.789287
  nChanged 8
		SP:Iteration 23Q (21899.170000 sec): 3 clusters
  Score: Raw -656797.739051 + Penalty 2829.447957 = -653968.291094
  nChanged 6
		SP:Iteration 24Q (21899.350000 sec): 3 clusters
  Score: Raw -656801.441354 + Penalty 2829.447957 = -653971.993397
  nChanged 8
		SP:Iteration 25Q (21899.550000 sec): 3 clusters
  Score: Raw -656805.917263 + Penalty 2829.447957 = -653976.469306
  nChanged 6
		SP:Iteration 26Q (21899.760000 sec): 3 clusters
  Score: Raw -656809.984870 + Penalty 2829.447957 = -653980.536913
  nChanged 5
		SP:Iteration 27Q (21899.930000 sec): 3 clusters
  Score: Raw -656814.365217 + Penalty 2829.447957 = -653984.917260
  nChanged 10
		SP:Iteration 28Q (21900.150000 sec): 3 clusters
  Score: Raw -656819.304879 + Penalty 2829.447957 = -653989.856921
  nChanged 7
		SP:Iteration 29Q (21900.370000 sec): 3 clusters
  Score: Raw -656823.394764 + Penalty 2829.447957 = -653993.946807
  nChanged 6
		SP:Iteration 30Q (21900.590000 sec): 3 clusters
  Score: Raw -656828.467327 + Penalty 2829.447957 = -653999.019370
  nChanged 5
		SP:Iteration 31Q (21900.750000 sec): 3 clusters
  Score: Raw -656832.705032 + Penalty 2829.447957 = -654003.257075
  nChanged 3
		SP:Iteration 32Q (21901.000000 sec): 3 clusters
  Score: Raw -656833.936069 + Penalty 2829.447957 = -654004.488112
  nChanged 1
		SP:Iteration 33Q (21901.170000 sec): 3 clusters
  Score: Raw -656834.167105 + Penalty 2829.447957 = -654004.719148
  nChanged 1
		SP:Iteration 34Q (21901.400000 sec): 3 clusters
  Score: Raw -656835.428128 + Penalty 2829.447957 = -654005.980171
  nChanged 1
		SP:Iteration 35Q (21901.610000 sec): 3 clusters
  Score: Raw -656836.338333 + Penalty 2829.447957 = -654006.890376
  nChanged 2
		SP:Iteration 36Q (21901.790000 sec): 3 clusters
  Score: Raw -656837.651693 + Penalty 2829.447957 = -654008.203736
  nChanged 2
		SP:Iteration 37Q (21902.020000 sec): 3 clusters
  Score: Raw -656838.290364 + Penalty 2829.447957 = -654008.842407
  nChanged 2
		SP:Iteration 38Q (21902.210000 sec): 3 clusters
  Score: Raw -656840.025356 + Penalty 2829.447957 = -654010.577399
  nChanged 1
		SP:Iteration 39Q (21902.400000 sec): 3 clusters
  Score: Raw -656840.345813 + Penalty 2829.447957 = -654010.897856
  nChanged 0
		SP:Iteration 40F (21902.610000 sec): 3 clusters
  Score: Raw -656840.345813 + Penalty 2829.447957 = -654010.897856
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21902.700000 sec): 2 clusters
  Score: Raw -53008.575562 + Penalty 1017.181988 = -51991.393574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21902.890000 sec): 3 clusters
  Score: Raw -52919.732373 + Penalty 2034.363976 = -50885.368397
  nChanged 133
		SP:Iteration 1F (21903.050000 sec): 3 clusters
  Score: Raw -53093.276484 + Penalty 2034.363976 = -51058.912508
  nChanged 39
		SP:Iteration 2F (21903.230000 sec): 3 clusters
  Score: Raw -53157.610542 + Penalty 2034.363976 = -51123.246566
  nChanged 11
		SP:Iteration 3Q (21903.440000 sec): 3 clusters
  Score: Raw -53182.426934 + Penalty 2034.363976 = -51148.062958
  nChanged 16
		SP:Iteration 4Q (21903.620000 sec): 3 clusters
  Score: Raw -53206.722482 + Penalty 2034.363976 = -51172.358507
  nChanged 7
		SP:Iteration 5Q (21903.770000 sec): 3 clusters
  Score: Raw -53212.575792 + Penalty 2034.363976 = -51178.211817
  nChanged 3
		SP:Iteration 6Q (21903.930000 sec): 3 clusters
  Score: Raw -53214.745272 + Penalty 2034.363976 = -51180.381296
  nChanged 0
		SP:Iteration 7F (21904.140000 sec): 3 clusters
  Score: Raw -53214.745272 + Penalty 2034.363976 = -51180.381296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21904.240000 sec): 2 clusters
  Score: Raw -842042.297632 + Penalty 1459.318890 = -840582.978742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21904.440000 sec): 3 clusters
  Score: Raw -837736.832395 + Penalty 2918.637779 = -834818.194616
  nChanged 3360
		SP:Iteration 1F (21904.620000 sec): 3 clusters
  Score: Raw -839544.088624 + Penalty 2918.637779 = -836625.450845
  nChanged 573
		SP:Iteration 2F (21904.840000 sec): 3 clusters
  Score: Raw -839881.303595 + Penalty 2918.637779 = -836962.665815
  nChanged 521
		SP:Iteration 3F (21905.030000 sec): 3 clusters
  Score: Raw -840244.399973 + Penalty 2918.637779 = -837325.762194
  nChanged 536
		SP:Iteration 4F (21905.260000 sec): 3 clusters
  Score: Raw -840648.446990 + Penalty 2918.637779 = -837729.809211
  nChanged 535
		SP:Iteration 5F (21905.450000 sec): 3 clusters
  Score: Raw -841041.496976 + Penalty 2918.637779 = -838122.859197
  nChanged 475
		SP:Iteration 6F (21905.650000 sec): 3 clusters
  Score: Raw -841350.732202 + Penalty 2918.637779 = -838432.094423
  nChanged 369
		SP:Iteration 7Q (21905.870000 sec): 3 clusters
  Score: Raw -841564.524263 + Penalty 2918.637779 = -838645.886484
  nChanged 269
		SP:Iteration 8Q (21906.110000 sec): 3 clusters
  Score: Raw -841690.636956 + Penalty 2918.637779 = -838771.999177
  nChanged 179
		SP:Iteration 9Q (21906.310000 sec): 3 clusters
  Score: Raw -841761.122030 + Penalty 2918.637779 = -838842.484250
  nChanged 114
		SP:Iteration 10Q (21906.530000 sec): 3 clusters
  Score: Raw -841810.085484 + Penalty 2918.637779 = -838891.447704
  nChanged 95
		SP:Iteration 11Q (21906.700000 sec): 3 clusters
  Score: Raw -841845.080157 + Penalty 2918.637779 = -838926.442377
  nChanged 81
		SP:Iteration 12Q (21906.900000 sec): 3 clusters
  Score: Raw -841880.809041 + Penalty 2918.637779 = -838962.171262
  nChanged 70
		SP:Iteration 13Q (21907.100000 sec): 3 clusters
  Score: Raw -841910.490809 + Penalty 2918.637779 = -838991.853030
  nChanged 51
		SP:Iteration 14Q (21907.320000 sec): 3 clusters
  Score: Raw -841929.117202 + Penalty 2918.637779 = -839010.479423
  nChanged 55
		SP:Iteration 15Q (21907.540000 sec): 3 clusters
  Score: Raw -841948.188471 + Penalty 2918.637779 = -839029.550692
  nChanged 46
		SP:Iteration 16Q (21907.740000 sec): 3 clusters
  Score: Raw -841961.546113 + Penalty 2918.637779 = -839042.908334
  nChanged 43
		SP:Iteration 17Q (21907.960000 sec): 3 clusters
  Score: Raw -841974.587877 + Penalty 2918.637779 = -839055.950098
  nChanged 40
		SP:Iteration 18Q (21908.180000 sec): 3 clusters
  Score: Raw -841986.793053 + Penalty 2918.637779 = -839068.155274
  nChanged 39
		SP:Iteration 19Q (21908.350000 sec): 3 clusters
  Score: Raw -842001.378090 + Penalty 2918.637779 = -839082.740311
  nChanged 40
		SP:Iteration 20F (21908.570000 sec): 3 clusters
  Score: Raw -842016.439745 + Penalty 2918.637779 = -839097.801966
  nChanged 42
		SP:Iteration 21Q (21908.820000 sec): 3 clusters
  Score: Raw -842032.792090 + Penalty 2918.637779 = -839114.154311
  nChanged 37
		SP:Iteration 22Q (21909.050000 sec): 3 clusters
  Score: Raw -842047.753598 + Penalty 2918.637779 = -839129.115819
  nChanged 33
		SP:Iteration 23Q (21909.230000 sec): 3 clusters
  Score: Raw -842060.725922 + Penalty 2918.637779 = -839142.088143
  nChanged 29
		SP:Iteration 24Q (21909.450000 sec): 3 clusters
  Score: Raw -842069.918474 + Penalty 2918.637779 = -839151.280694
  nChanged 25
		SP:Iteration 25Q (21909.660000 sec): 3 clusters
  Score: Raw -842077.274736 + Penalty 2918.637779 = -839158.636957
  nChanged 30
		SP:Iteration 26Q (21909.840000 sec): 3 clusters
  Score: Raw -842085.484520 + Penalty 2918.637779 = -839166.846741
  nChanged 17
		SP:Iteration 27Q (21910.060000 sec): 3 clusters
  Score: Raw -842091.013952 + Penalty 2918.637779 = -839172.376172
  nChanged 19
		SP:Iteration 28Q (21910.330000 sec): 3 clusters
  Score: Raw -842098.235586 + Penalty 2918.637779 = -839179.597807
  nChanged 23
		SP:Iteration 29Q (21910.590000 sec): 3 clusters
  Score: Raw -842106.766377 + Penalty 2918.637779 = -839188.128598
  nChanged 27
		SP:Iteration 30Q (21910.810000 sec): 3 clusters
  Score: Raw -842115.854137 + Penalty 2918.637779 = -839197.216358
  nChanged 19
		SP:Iteration 31Q (21911.050000 sec): 3 clusters
  Score: Raw -842122.680069 + Penalty 2918.637779 = -839204.042290
  nChanged 17
		SP:Iteration 32Q (21911.290000 sec): 3 clusters
  Score: Raw -842128.300336 + Penalty 2918.637779 = -839209.662556
  nChanged 15
		SP:Iteration 33Q (21911.560000 sec): 3 clusters
  Score: Raw -842134.223785 + Penalty 2918.637779 = -839215.586006
  nChanged 21
		SP:Iteration 34Q (21911.770000 sec): 3 clusters
  Score: Raw -842142.304003 + Penalty 2918.637779 = -839223.666223
  nChanged 28
		SP:Iteration 35Q (21911.960000 sec): 3 clusters
  Score: Raw -842156.060758 + Penalty 2918.637779 = -839237.422978
  nChanged 33
		SP:Iteration 36Q (21912.180000 sec): 3 clusters
  Score: Raw -842169.556867 + Penalty 2918.637779 = -839250.919088
  nChanged 26
		SP:Iteration 37Q (21912.440000 sec): 3 clusters
  Score: Raw -842179.267518 + Penalty 2918.637779 = -839260.629738
  nChanged 23
		SP:Iteration 38Q (21912.670000 sec): 3 clusters
  Score: Raw -842188.060452 + Penalty 2918.637779 = -839269.422673
  nChanged 23
		SP:Iteration 39Q (21912.850000 sec): 3 clusters
  Score: Raw -842194.659816 + Penalty 2918.637779 = -839276.022036
  nChanged 16
		SP:Iteration 40F (21913.040000 sec): 3 clusters
  Score: Raw -842201.681630 + Penalty 2918.637779 = -839283.043850
  nChanged 18
		SP:Iteration 41Q (21913.270000 sec): 3 clusters
  Score: Raw -842208.898377 + Penalty 2918.637779 = -839290.260598
  nChanged 20
		SP:Iteration 42Q (21913.480000 sec): 3 clusters
  Score: Raw -842217.463528 + Penalty 2918.637779 = -839298.825748
  nChanged 24
		SP:Iteration 43Q (21913.730000 sec): 3 clusters
  Score: Raw -842229.145517 + Penalty 2918.637779 = -839310.507738
  nChanged 25
		SP:Iteration 44Q (21913.930000 sec): 3 clusters
  Score: Raw -842240.940515 + Penalty 2918.637779 = -839322.302736
  nChanged 22
		SP:Iteration 45Q (21914.150000 sec): 3 clusters
  Score: Raw -842249.828761 + Penalty 2918.637779 = -839331.190981
  nChanged 17
		SP:Iteration 46Q (21914.370000 sec): 3 clusters
  Score: Raw -842255.418869 + Penalty 2918.637779 = -839336.781089
  nChanged 15
		SP:Iteration 47Q (21914.580000 sec): 3 clusters
  Score: Raw -842259.490112 + Penalty 2918.637779 = -839340.852333
  nChanged 9
		SP:Iteration 48Q (21914.770000 sec): 3 clusters
  Score: Raw -842262.208201 + Penalty 2918.637779 = -839343.570422
  nChanged 10
		SP:Iteration 49Q (21914.980000 sec): 3 clusters
  Score: Raw -842266.117983 + Penalty 2918.637779 = -839347.480204
  nChanged 11
		SP:Iteration 50Q (21915.230000 sec): 3 clusters
  Score: Raw -842271.147841 + Penalty 2918.637779 = -839352.510062
  nChanged 15
		SP:Iteration 51Q (21915.440000 sec): 3 clusters
  Score: Raw -842277.914197 + Penalty 2918.637779 = -839359.276418
  nChanged 16
		SP:Iteration 52Q (21915.650000 sec): 3 clusters
  Score: Raw -842286.347133 + Penalty 2918.637779 = -839367.709354
  nChanged 14
		SP:Iteration 53Q (21915.850000 sec): 3 clusters
  Score: Raw -842292.767301 + Penalty 2918.637779 = -839374.129522
  nChanged 17
		SP:Iteration 54Q (21916.020000 sec): 3 clusters
  Score: Raw -842302.481379 + Penalty 2918.637779 = -839383.843600
  nChanged 16
		SP:Iteration 55Q (21916.220000 sec): 3 clusters
  Score: Raw -842310.082709 + Penalty 2918.637779 = -839391.444930
  nChanged 15
		SP:Iteration 56Q (21916.430000 sec): 3 clusters
  Score: Raw -842317.407495 + Penalty 2918.637779 = -839398.769716
  nChanged 17
		SP:Iteration 57Q (21916.700000 sec): 3 clusters
  Score: Raw -842324.610436 + Penalty 2918.637779 = -839405.972657
  nChanged 10
		SP:Iteration 58Q (21916.910000 sec): 3 clusters
  Score: Raw -842329.137137 + Penalty 2918.637779 = -839410.499357
  nChanged 5
		SP:Iteration 59Q (21917.090000 sec): 3 clusters
  Score: Raw -842330.777269 + Penalty 2918.637779 = -839412.139490
  nChanged 2
		SP:Iteration 60F (21917.340000 sec): 3 clusters
  Score: Raw -842331.421956 + Penalty 2918.637779 = -839412.784176
  nChanged 3
		SP:Iteration 61Q (21917.570000 sec): 3 clusters
  Score: Raw -842333.494225 + Penalty 2918.637779 = -839414.856446
  nChanged 5
		SP:Iteration 62Q (21917.760000 sec): 3 clusters
  Score: Raw -842335.485743 + Penalty 2918.637779 = -839416.847963
  nChanged 4
		SP:Iteration 63Q (21918.010000 sec): 3 clusters
  Score: Raw -842338.858305 + Penalty 2918.637779 = -839420.220525
  nChanged 4
		SP:Iteration 64Q (21918.250000 sec): 3 clusters
  Score: Raw -842340.715180 + Penalty 2918.637779 = -839422.077401
  nChanged 7
		SP:Iteration 65Q (21918.450000 sec): 3 clusters
  Score: Raw -842344.218054 + Penalty 2918.637779 = -839425.580274
  nChanged 5
		SP:Iteration 66Q (21918.620000 sec): 3 clusters
  Score: Raw -842345.396242 + Penalty 2918.637779 = -839426.758463
  nChanged 3
		SP:Iteration 67Q (21918.860000 sec): 3 clusters
  Score: Raw -842346.310548 + Penalty 2918.637779 = -839427.672768
  nChanged 2
		SP:Iteration 68Q (21919.040000 sec): 3 clusters
  Score: Raw -842346.683956 + Penalty 2918.637779 = -839428.046177
  nChanged 1
		SP:Iteration 69Q (21919.230000 sec): 3 clusters
  Score: Raw -842346.979180 + Penalty 2918.637779 = -839428.341400
  nChanged 3
		SP:Iteration 70Q (21919.450000 sec): 3 clusters
  Score: Raw -842347.457290 + Penalty 2918.637779 = -839428.819511
  nChanged 1
		SP:Iteration 71Q (21919.670000 sec): 3 clusters
  Score: Raw -842347.551998 + Penalty 2918.637779 = -839428.914219
  nChanged 0
		SP:Iteration 72F (21919.850000 sec): 3 clusters
  Score: Raw -842347.551998 + Penalty 2918.637779 = -839428.914219
  nChanged 0
Iteration 219Q (21999.040000 sec): 74 clusters
  Score: Raw -138125373.908951 + Penalty 167577.328758 = -137957796.580192
  nChanged 255
Iteration 220F (22151.370000 sec): 74 clusters
  Score: Raw -138125391.364788 + Penalty 167577.328758 = -137957814.036029
  nChanged 250
Iteration 221Q (22232.680000 sec): 74 clusters
  Score: Raw -138125412.535903 + Penalty 167577.328758 = -137957835.207145
  nChanged 242
Iteration 222Q (22319.790000 sec): 74 clusters
  Score: Raw -138125437.000645 + Penalty 167577.328758 = -137957859.671886
  nChanged 258
Iteration 223Q (22411.740000 sec): 74 clusters
  Score: Raw -138125452.475515 + Penalty 167577.328758 = -137957875.146757
  nChanged 242
Iteration 224Q (22499.940000 sec): 74 clusters
  Score: Raw -138125461.678598 + Penalty 167577.328758 = -137957884.349839
  nChanged 216
Iteration 225Q (22584.710000 sec): 74 clusters
  Score: Raw -138125468.802318 + Penalty 167577.328758 = -137957891.473559
  nChanged 203
Iteration 226Q (22687.950000 sec): 74 clusters
  Score: Raw -138125476.841917 + Penalty 167577.328758 = -137957899.513159
  nChanged 205
Iteration 227Q (22783.230000 sec): 74 clusters
  Score: Raw -138125483.793940 + Penalty 167577.328758 = -137957906.465182
  nChanged 218
Iteration 228Q (22877.940000 sec): 74 clusters
  Score: Raw -138125492.002038 + Penalty 167577.328758 = -137957914.673280
  nChanged 208
Iteration 229Q (22968.620000 sec): 74 clusters
  Score: Raw -138125519.921635 + Penalty 167577.328758 = -137957942.592876
  nChanged 232
Iteration 230Q (23071.690000 sec): 74 clusters
  Score: Raw -138125539.615820 + Penalty 167577.328758 = -137957962.287062
  nChanged 226
Iteration 231Q (23174.760000 sec): 74 clusters
  Score: Raw -138125557.075689 + Penalty 167577.328758 = -137957979.746931
  nChanged 222
Iteration 232Q (23293.090000 sec): 74 clusters
  Score: Raw -138125582.063117 + Penalty 167577.328758 = -137958004.734358
  nChanged 212
Iteration 233Q (23407.100000 sec): 74 clusters
  Score: Raw -138125601.031305 + Penalty 167577.328758 = -137958023.702547
  nChanged 196
Iteration 234Q (23515.450000 sec): 74 clusters
  Score: Raw -138125613.880707 + Penalty 167577.328758 = -137958036.551948
  nChanged 198
Iteration 235Q (23604.810000 sec): 74 clusters
  Score: Raw -138125626.558503 + Penalty 167577.328758 = -137958049.229744
  nChanged 214
Iteration 236Q (23695.300000 sec): 74 clusters
  Score: Raw -138125640.572081 + Penalty 167577.328758 = -137958063.243323
  nChanged 231
Iteration 237Q (23784.490000 sec): 74 clusters
  Score: Raw -138125656.585578 + Penalty 167577.328758 = -137958079.256820
  nChanged 230
Iteration 238Q (23887.430000 sec): 74 clusters
  Score: Raw -138125677.238312 + Penalty 167577.328758 = -137958099.909553
  nChanged 222
Iteration 239Q (23970.210000 sec): 74 clusters
  Score: Raw -138125698.446922 + Penalty 167577.328758 = -137958121.118164
  nChanged 247
Iteration 240F (24128.450000 sec): 74 clusters
  Score: Raw -138125728.119068 + Penalty 167577.328758 = -137958150.790310
  nChanged 234
Iteration 241Q (24212.090000 sec): 74 clusters
  Score: Raw -138125758.362409 + Penalty 167577.328758 = -137958181.033651
  nChanged 270
Iteration 242Q (24305.550000 sec): 74 clusters
  Score: Raw -138125789.686951 + Penalty 167577.328758 = -137958212.358192
  nChanged 269
Iteration 243Q (24384.990000 sec): 74 clusters
  Score: Raw -138125821.453607 + Penalty 167577.328758 = -137958244.124849
  nChanged 218
Iteration 244Q (24471.690000 sec): 74 clusters
  Score: Raw -138125856.751731 + Penalty 167577.328758 = -137958279.422972
  nChanged 229
Iteration 245Q (24564.220000 sec): 74 clusters
  Score: Raw -138125889.496695 + Penalty 167577.328758 = -137958312.167937
  nChanged 227
Iteration 246Q (24662.820000 sec): 74 clusters
  Score: Raw -138125913.843919 + Penalty 167577.328758 = -137958336.515161
  nChanged 220
Iteration 247Q (24755.820000 sec): 74 clusters
  Score: Raw -138125941.982134 + Penalty 167577.328758 = -137958364.653376
  nChanged 224
Iteration 248Q (24856.070000 sec): 74 clusters
  Score: Raw -138125963.150441 + Penalty 167577.328758 = -137958385.821682
  nChanged 221
Iteration 249Q (24960.280000 sec): 74 clusters
  Score: Raw -138125981.826008 + Penalty 167577.328758 = -137958404.497249
  nChanged 213
Iteration 250Q (25058.400000 sec): 74 clusters
  Score: Raw -138126004.962801 + Penalty 167577.328758 = -137958427.634043
  nChanged 206
Iteration 251Q (25155.600000 sec): 74 clusters
  Score: Raw -138126029.469580 + Penalty 167577.328758 = -137958452.140821
  nChanged 214
Iteration 252Q (25253.360000 sec): 74 clusters
  Score: Raw -138126047.991556 + Penalty 167577.328758 = -137958470.662797
  nChanged 195
Iteration 253Q (25342.150000 sec): 74 clusters
  Score: Raw -138126066.531031 + Penalty 167577.328758 = -137958489.202273
  nChanged 212
Iteration 254Q (25430.180000 sec): 74 clusters
  Score: Raw -138126086.013804 + Penalty 167577.328758 = -137958508.685045
  nChanged 219
Iteration 255Q (25525.940000 sec): 74 clusters
  Score: Raw -138126108.207556 + Penalty 167577.328758 = -137958530.878798
  nChanged 230
Iteration 256Q (25628.980000 sec): 74 clusters
  Score: Raw -138126125.826084 + Penalty 167577.328758 = -137958548.497326
  nChanged 225
Iteration 257Q (25717.070000 sec): 74 clusters
  Score: Raw -138126143.044913 + Penalty 167577.328758 = -137958565.716155
  nChanged 203
Iteration 258Q (25807.790000 sec): 74 clusters
  Score: Raw -138126157.489417 + Penalty 167577.328758 = -137958580.160659
  nChanged 195
Writing temp clu file 
Because OldScore, -137958565.716155, is greater than current (better) Score,-137958580.160659 
 Compute initial score before splitting:   Score: Raw -138126157.489417 + Penalty 167577.328758 = -137958580.160659
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25808.270000 sec): 2 clusters
  Score: Raw -352194.072162 + Penalty 1335.026454 = -350859.045707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25808.460000 sec): 3 clusters
  Score: Raw -350391.820742 + Penalty 2670.052909 = -347721.767833
  nChanged 1469
		SP:Iteration 1F (25808.700000 sec): 3 clusters
  Score: Raw -351333.739142 + Penalty 2670.052909 = -348663.686233
  nChanged 312
		SP:Iteration 2F (25808.900000 sec): 3 clusters
  Score: Raw -351558.551958 + Penalty 2670.052909 = -348888.499049
  nChanged 234
		SP:Iteration 3F (25809.120000 sec): 3 clusters
  Score: Raw -351733.451586 + Penalty 2670.052909 = -349063.398678
  nChanged 194
		SP:Iteration 4F (25809.320000 sec): 3 clusters
  Score: Raw -351890.182275 + Penalty 2670.052909 = -349220.129366
  nChanged 171
		SP:Iteration 5Q (25809.480000 sec): 3 clusters
  Score: Raw -352018.075599 + Penalty 2670.052909 = -349348.022690
  nChanged 152
		SP:Iteration 6Q (25809.710000 sec): 3 clusters
  Score: Raw -352125.797721 + Penalty 2670.052909 = -349455.744812
  nChanged 129
		SP:Iteration 7Q (25809.900000 sec): 3 clusters
  Score: Raw -352221.838559 + Penalty 2670.052909 = -349551.785650
  nChanged 131
		SP:Iteration 8Q (25810.160000 sec): 3 clusters
  Score: Raw -352329.550831 + Penalty 2670.052909 = -349659.497922
  nChanged 109
		SP:Iteration 9Q (25810.340000 sec): 3 clusters
  Score: Raw -352443.041362 + Penalty 2670.052909 = -349772.988453
  nChanged 90
		SP:Iteration 10Q (25810.550000 sec): 3 clusters
  Score: Raw -352530.067299 + Penalty 2670.052909 = -349860.014390
  nChanged 86
		SP:Iteration 11Q (25810.770000 sec): 3 clusters
  Score: Raw -352597.909222 + Penalty 2670.052909 = -349927.856313
  nChanged 74
		SP:Iteration 12Q (25810.960000 sec): 3 clusters
  Score: Raw -352648.064226 + Penalty 2670.052909 = -349978.011317
  nChanged 58
		SP:Iteration 13Q (25811.140000 sec): 3 clusters
  Score: Raw -352680.981652 + Penalty 2670.052909 = -350010.928743
  nChanged 56
		SP:Iteration 14Q (25811.340000 sec): 3 clusters
  Score: Raw -352714.339096 + Penalty 2670.052909 = -350044.286187
  nChanged 44
		SP:Iteration 15Q (25811.560000 sec): 3 clusters
  Score: Raw -352748.077326 + Penalty 2670.052909 = -350078.024418
  nChanged 48
		SP:Iteration 16Q (25811.740000 sec): 3 clusters
  Score: Raw -352788.238552 + Penalty 2670.052909 = -350118.185643
  nChanged 46
		SP:Iteration 17Q (25811.940000 sec): 3 clusters
  Score: Raw -352817.216059 + Penalty 2670.052909 = -350147.163150
  nChanged 36
		SP:Iteration 18Q (25812.140000 sec): 3 clusters
  Score: Raw -352837.724347 + Penalty 2670.052909 = -350167.671438
  nChanged 33
		SP:Iteration 19Q (25812.400000 sec): 3 clusters
  Score: Raw -352855.005504 + Penalty 2670.052909 = -350184.952595
  nChanged 31
		SP:Iteration 20F (25812.610000 sec): 3 clusters
  Score: Raw -352867.113427 + Penalty 2670.052909 = -350197.060518
  nChanged 21
		SP:Iteration 21Q (25812.800000 sec): 3 clusters
  Score: Raw -352875.257754 + Penalty 2670.052909 = -350205.204846
  nChanged 18
		SP:Iteration 22Q (25812.960000 sec): 3 clusters
  Score: Raw -352881.623357 + Penalty 2670.052909 = -350211.570448
  nChanged 12
		SP:Iteration 23Q (25813.180000 sec): 3 clusters
  Score: Raw -352885.136596 + Penalty 2670.052909 = -350215.083687
  nChanged 9
		SP:Iteration 24Q (25813.360000 sec): 3 clusters
  Score: Raw -352889.025140 + Penalty 2670.052909 = -350218.972231
  nChanged 16
		SP:Iteration 25Q (25813.580000 sec): 3 clusters
  Score: Raw -352896.102203 + Penalty 2670.052909 = -350226.049294
  nChanged 13
		SP:Iteration 26Q (25813.740000 sec): 3 clusters
  Score: Raw -352905.660258 + Penalty 2670.052909 = -350235.607349
  nChanged 15
		SP:Iteration 27Q (25813.940000 sec): 3 clusters
  Score: Raw -352911.927082 + Penalty 2670.052909 = -350241.874174
  nChanged 14
		SP:Iteration 28Q (25814.140000 sec): 3 clusters
  Score: Raw -352916.436681 + Penalty 2670.052909 = -350246.383772
  nChanged 9
		SP:Iteration 29Q (25814.340000 sec): 3 clusters
  Score: Raw -352920.184224 + Penalty 2670.052909 = -350250.131315
  nChanged 10
		SP:Iteration 30Q (25814.500000 sec): 3 clusters
  Score: Raw -352922.938716 + Penalty 2670.052909 = -350252.885807
  nChanged 10
		SP:Iteration 31Q (25814.720000 sec): 3 clusters
  Score: Raw -352925.434230 + Penalty 2670.052909 = -350255.381321
  nChanged 6
		SP:Iteration 32Q (25814.940000 sec): 3 clusters
  Score: Raw -352926.767519 + Penalty 2670.052909 = -350256.714610
  nChanged 3
		SP:Iteration 33Q (25815.120000 sec): 3 clusters
  Score: Raw -352927.354821 + Penalty 2670.052909 = -350257.301912
  nChanged 2
		SP:Iteration 34Q (25815.260000 sec): 3 clusters
  Score: Raw -352927.914203 + Penalty 2670.052909 = -350257.861294
  nChanged 6
		SP:Iteration 35Q (25815.490000 sec): 3 clusters
  Score: Raw -352929.171664 + Penalty 2670.052909 = -350259.118755
  nChanged 4
		SP:Iteration 36Q (25815.680000 sec): 3 clusters
  Score: Raw -352930.319118 + Penalty 2670.052909 = -350260.266209
  nChanged 3
		SP:Iteration 37Q (25815.880000 sec): 3 clusters
  Score: Raw -352931.130200 + Penalty 2670.052909 = -350261.077291
  nChanged 0
		SP:Iteration 38F (25816.050000 sec): 3 clusters
  Score: Raw -352931.130200 + Penalty 2670.052909 = -350261.077291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25816.540000 sec): 2 clusters
  Score: Raw -9122172.593819 + Penalty 1845.413149 = -9120327.180670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25817.150000 sec): 3 clusters
  Score: Raw -9066828.496613 + Penalty 3690.826297 = -9063137.670315
  nChanged 40758
		SP:Iteration 1F (25817.720000 sec): 3 clusters
  Score: Raw -9090527.351965 + Penalty 3690.826297 = -9086836.525668
  nChanged 2910
		SP:Iteration 2Q (25818.320000 sec): 3 clusters
  Score: Raw -9091251.907886 + Penalty 3690.826297 = -9087561.081589
  nChanged 3073
		SP:Iteration 3Q (25818.950000 sec): 3 clusters
  Score: Raw -9092146.792864 + Penalty 3690.826297 = -9088455.966566
  nChanged 3184
		SP:Iteration 4Q (25819.540000 sec): 3 clusters
  Score: Raw -9093188.551291 + Penalty 3690.826297 = -9089497.724993
  nChanged 3502
		SP:Iteration 5Q (25820.080000 sec): 3 clusters
  Score: Raw -9094581.289450 + Penalty 3690.826297 = -9090890.463153
  nChanged 3886
		SP:Iteration 6Q (25820.680000 sec): 3 clusters
  Score: Raw -9096470.467880 + Penalty 3690.826297 = -9092779.641583
  nChanged 4374
		SP:Iteration 7F (25821.310000 sec): 3 clusters
  Score: Raw -9099048.222365 + Penalty 3690.826297 = -9095357.396067
  nChanged 4850
		SP:Iteration 8F (25821.970000 sec): 3 clusters
  Score: Raw -9102368.865152 + Penalty 3690.826297 = -9098678.038855
  nChanged 4875
		SP:Iteration 9F (25822.640000 sec): 3 clusters
  Score: Raw -9106019.475187 + Penalty 3690.826297 = -9102328.648890
  nChanged 4560
		SP:Iteration 10F (25823.240000 sec): 3 clusters
  Score: Raw -9109615.079972 + Penalty 3690.826297 = -9105924.253674
  nChanged 3832
		SP:Iteration 11Q (25823.830000 sec): 3 clusters
  Score: Raw -9112696.264899 + Penalty 3690.826297 = -9109005.438601
  nChanged 3014
		SP:Iteration 12Q (25824.420000 sec): 3 clusters
  Score: Raw -9115100.715531 + Penalty 3690.826297 = -9111409.889234
  nChanged 2351
		SP:Iteration 13Q (25824.960000 sec): 3 clusters
  Score: Raw -9116695.106877 + Penalty 3690.826297 = -9113004.280580
  nChanged 1782
		SP:Iteration 14Q (25825.470000 sec): 3 clusters
  Score: Raw -9117693.267206 + Penalty 3690.826297 = -9114002.440909
  nChanged 1435
		SP:Iteration 15Q (25826.020000 sec): 3 clusters
  Score: Raw -9118408.129165 + Penalty 3690.826297 = -9114717.302867
  nChanged 1158
		SP:Iteration 16Q (25826.530000 sec): 3 clusters
  Score: Raw -9118899.999319 + Penalty 3690.826297 = -9115209.173022
  nChanged 937
		SP:Iteration 17Q (25827.030000 sec): 3 clusters
  Score: Raw -9119226.942318 + Penalty 3690.826297 = -9115536.116021
  nChanged 787
		SP:Iteration 18Q (25827.590000 sec): 3 clusters
  Score: Raw -9119474.293127 + Penalty 3690.826297 = -9115783.466830
  nChanged 673
		SP:Iteration 19Q (25828.110000 sec): 3 clusters
  Score: Raw -9119662.954718 + Penalty 3690.826297 = -9115972.128421
  nChanged 584
		SP:Iteration 20F (25828.670000 sec): 3 clusters
  Score: Raw -9119821.975214 + Penalty 3690.826297 = -9116131.148916
  nChanged 581
		SP:Iteration 21Q (25829.270000 sec): 3 clusters
  Score: Raw -9119983.923896 + Penalty 3690.826297 = -9116293.097599
  nChanged 565
		SP:Iteration 22Q (25829.840000 sec): 3 clusters
  Score: Raw -9120147.512460 + Penalty 3690.826297 = -9116456.686162
  nChanged 551
		SP:Iteration 23Q (25830.420000 sec): 3 clusters
  Score: Raw -9120318.220986 + Penalty 3690.826297 = -9116627.394689
  nChanged 570
		SP:Iteration 24Q (25830.990000 sec): 3 clusters
  Score: Raw -9120508.095024 + Penalty 3690.826297 = -9116817.268727
  nChanged 587
		SP:Iteration 25Q (25831.570000 sec): 3 clusters
  Score: Raw -9120724.514804 + Penalty 3690.826297 = -9117033.688507
  nChanged 574
		SP:Iteration 26Q (25832.090000 sec): 3 clusters
  Score: Raw -9120963.007831 + Penalty 3690.826297 = -9117272.181533
  nChanged 588
		SP:Iteration 27Q (25832.560000 sec): 3 clusters
  Score: Raw -9121227.641439 + Penalty 3690.826297 = -9117536.815142
  nChanged 595
		SP:Iteration 28Q (25833.090000 sec): 3 clusters
  Score: Raw -9121489.142149 + Penalty 3690.826297 = -9117798.315852
  nChanged 524
		SP:Iteration 29Q (25833.600000 sec): 3 clusters
  Score: Raw -9121729.806895 + Penalty 3690.826297 = -9118038.980598
  nChanged 483
		SP:Iteration 30Q (25834.140000 sec): 3 clusters
  Score: Raw -9121945.291752 + Penalty 3690.826297 = -9118254.465454
  nChanged 426
		SP:Iteration 31Q (25834.660000 sec): 3 clusters
  Score: Raw -9122114.230539 + Penalty 3690.826297 = -9118423.404242
  nChanged 350
		SP:Iteration 32Q (25835.160000 sec): 3 clusters
  Score: Raw -9122263.261647 + Penalty 3690.826297 = -9118572.435350
  nChanged 307
		SP:Iteration 33Q (25835.670000 sec): 3 clusters
  Score: Raw -9122396.428051 + Penalty 3690.826297 = -9118705.601753
  nChanged 282
		SP:Iteration 34Q (25836.130000 sec): 3 clusters
  Score: Raw -9122501.761821 + Penalty 3690.826297 = -9118810.935524
  nChanged 220
		SP:Iteration 35Q (25836.680000 sec): 3 clusters
  Score: Raw -9122577.920952 + Penalty 3690.826297 = -9118887.094655
  nChanged 171
		SP:Iteration 36Q (25837.170000 sec): 3 clusters
  Score: Raw -9122626.141041 + Penalty 3690.826297 = -9118935.314743
  nChanged 157
		SP:Iteration 37Q (25837.700000 sec): 3 clusters
  Score: Raw -9122667.448409 + Penalty 3690.826297 = -9118976.622112
  nChanged 124
		SP:Iteration 38Q (25838.250000 sec): 3 clusters
  Score: Raw -9122704.018256 + Penalty 3690.826297 = -9119013.191959
  nChanged 119
		SP:Iteration 39Q (25838.790000 sec): 3 clusters
  Score: Raw -9122734.913819 + Penalty 3690.826297 = -9119044.087522
  nChanged 100
		SP:Iteration 40F (25839.370000 sec): 3 clusters
  Score: Raw -9122756.423873 + Penalty 3690.826297 = -9119065.597576
  nChanged 77
		SP:Iteration 41Q (25839.900000 sec): 3 clusters
  Score: Raw -9122769.600726 + Penalty 3690.826297 = -9119078.774429
  nChanged 44
		SP:Iteration 42Q (25840.410000 sec): 3 clusters
  Score: Raw -9122778.521332 + Penalty 3690.826297 = -9119087.695034
  nChanged 46
		SP:Iteration 43Q (25840.960000 sec): 3 clusters
  Score: Raw -9122787.287391 + Penalty 3690.826297 = -9119096.461094
  nChanged 42
		SP:Iteration 44Q (25841.500000 sec): 3 clusters
  Score: Raw -9122796.543090 + Penalty 3690.826297 = -9119105.716792
  nChanged 42
		SP:Iteration 45Q (25841.970000 sec): 3 clusters
  Score: Raw -9122807.872628 + Penalty 3690.826297 = -9119117.046331
  nChanged 43
		SP:Iteration 46Q (25842.450000 sec): 3 clusters
  Score: Raw -9122817.052677 + Penalty 3690.826297 = -9119126.226380
  nChanged 34
		SP:Iteration 47Q (25842.930000 sec): 3 clusters
  Score: Raw -9122822.899323 + Penalty 3690.826297 = -9119132.073026
  nChanged 27
		SP:Iteration 48Q (25843.480000 sec): 3 clusters
  Score: Raw -9122827.086178 + Penalty 3690.826297 = -9119136.259880
  nChanged 26
		SP:Iteration 49Q (25844.010000 sec): 3 clusters
  Score: Raw -9122831.468856 + Penalty 3690.826297 = -9119140.642559
  nChanged 23
		SP:Iteration 50Q (25844.550000 sec): 3 clusters
  Score: Raw -9122834.973898 + Penalty 3690.826297 = -9119144.147600
  nChanged 20
		SP:Iteration 51Q (25845.100000 sec): 3 clusters
  Score: Raw -9122838.232077 + Penalty 3690.826297 = -9119147.405780
  nChanged 20
		SP:Iteration 52Q (25845.610000 sec): 3 clusters
  Score: Raw -9122841.001692 + Penalty 3690.826297 = -9119150.175394
  nChanged 15
		SP:Iteration 53Q (25846.100000 sec): 3 clusters
  Score: Raw -9122843.183139 + Penalty 3690.826297 = -9119152.356842
  nChanged 12
		SP:Iteration 54Q (25846.580000 sec): 3 clusters
  Score: Raw -9122845.085040 + Penalty 3690.826297 = -9119154.258743
  nChanged 18
		SP:Iteration 55Q (25847.090000 sec): 3 clusters
  Score: Raw -9122848.432436 + Penalty 3690.826297 = -9119157.606139
  nChanged 19
		SP:Iteration 56Q (25847.640000 sec): 3 clusters
  Score: Raw -9122852.148851 + Penalty 3690.826297 = -9119161.322553
  nChanged 16
		SP:Iteration 57Q (25848.070000 sec): 3 clusters
  Score: Raw -9122855.016674 + Penalty 3690.826297 = -9119164.190377
  nChanged 18
		SP:Iteration 58Q (25848.530000 sec): 3 clusters
  Score: Raw -9122857.914903 + Penalty 3690.826297 = -9119167.088606
  nChanged 15
		SP:Iteration 59Q (25848.980000 sec): 3 clusters
  Score: Raw -9122860.429590 + Penalty 3690.826297 = -9119169.603293
  nChanged 19
		SP:Iteration 60F (25849.500000 sec): 3 clusters
  Score: Raw -9122863.906553 + Penalty 3690.826297 = -9119173.080256
  nChanged 24
		SP:Iteration 61Q (25849.980000 sec): 3 clusters
  Score: Raw -9122868.859191 + Penalty 3690.826297 = -9119178.032894
  nChanged 27
		SP:Iteration 62Q (25850.460000 sec): 3 clusters
  Score: Raw -9122873.470922 + Penalty 3690.826297 = -9119182.644624
  nChanged 21
		SP:Iteration 63Q (25851.010000 sec): 3 clusters
  Score: Raw -9122877.300988 + Penalty 3690.826297 = -9119186.474691
  nChanged 21
		SP:Iteration 64Q (25851.560000 sec): 3 clusters
  Score: Raw -9122881.441329 + Penalty 3690.826297 = -9119190.615032
  nChanged 21
		SP:Iteration 65Q (25852.080000 sec): 3 clusters
  Score: Raw -9122885.859775 + Penalty 3690.826297 = -9119195.033478
  nChanged 20
		SP:Iteration 66Q (25852.610000 sec): 3 clusters
  Score: Raw -9122889.479145 + Penalty 3690.826297 = -9119198.652848
  nChanged 16
		SP:Iteration 67Q (25853.170000 sec): 3 clusters
  Score: Raw -9122891.645715 + Penalty 3690.826297 = -9119200.819417
  nChanged 10
		SP:Iteration 68Q (25853.680000 sec): 3 clusters
  Score: Raw -9122893.079398 + Penalty 3690.826297 = -9119202.253100
  nChanged 9
		SP:Iteration 69Q (25854.260000 sec): 3 clusters
  Score: Raw -9122894.473720 + Penalty 3690.826297 = -9119203.647423
  nChanged 8
		SP:Iteration 70Q (25854.790000 sec): 3 clusters
  Score: Raw -9122895.976957 + Penalty 3690.826297 = -9119205.150660
  nChanged 11
		SP:Iteration 71Q (25855.310000 sec): 3 clusters
  Score: Raw -9122897.450694 + Penalty 3690.826297 = -9119206.624396
  nChanged 6
		SP:Iteration 72Q (25855.890000 sec): 3 clusters
  Score: Raw -9122898.580716 + Penalty 3690.826297 = -9119207.754419
  nChanged 9
		SP:Iteration 73Q (25856.490000 sec): 3 clusters
  Score: Raw -9122899.824405 + Penalty 3690.826297 = -9119208.998108
  nChanged 9
		SP:Iteration 74Q (25857.050000 sec): 3 clusters
  Score: Raw -9122901.676866 + Penalty 3690.826297 = -9119210.850569
  nChanged 10
		SP:Iteration 75Q (25857.670000 sec): 3 clusters
  Score: Raw -9122903.705538 + Penalty 3690.826297 = -9119212.879240
  nChanged 9
		SP:Iteration 76Q (25858.200000 sec): 3 clusters
  Score: Raw -9122905.131623 + Penalty 3690.826297 = -9119214.305326
  nChanged 5
		SP:Iteration 77Q (25858.730000 sec): 3 clusters
  Score: Raw -9122905.866063 + Penalty 3690.826297 = -9119215.039765
  nChanged 5
		SP:Iteration 78Q (25859.230000 sec): 3 clusters
  Score: Raw -9122906.823802 + Penalty 3690.826297 = -9119215.997504
  nChanged 6
		SP:Iteration 79Q (25859.830000 sec): 3 clusters
  Score: Raw -9122908.069652 + Penalty 3690.826297 = -9119217.243355
  nChanged 10
		SP:Iteration 80F (25860.420000 sec): 3 clusters
  Score: Raw -9122909.785912 + Penalty 3690.826297 = -9119218.959615
  nChanged 7
		SP:Iteration 81Q (25861.000000 sec): 3 clusters
  Score: Raw -9122911.321791 + Penalty 3690.826297 = -9119220.495493
  nChanged 9
		SP:Iteration 82Q (25861.570000 sec): 3 clusters
  Score: Raw -9122912.558457 + Penalty 3690.826297 = -9119221.732160
  nChanged 8
		SP:Iteration 83Q (25862.170000 sec): 3 clusters
  Score: Raw -9122913.790795 + Penalty 3690.826297 = -9119222.964498
  nChanged 10
		SP:Iteration 84Q (25862.720000 sec): 3 clusters
  Score: Raw -9122915.087838 + Penalty 3690.826297 = -9119224.261540
  nChanged 8
		SP:Iteration 85Q (25863.270000 sec): 3 clusters
  Score: Raw -9122916.380210 + Penalty 3690.826297 = -9119225.553913
  nChanged 6
		SP:Iteration 86Q (25863.810000 sec): 3 clusters
  Score: Raw -9122917.339628 + Penalty 3690.826297 = -9119226.513331
  nChanged 6
		SP:Iteration 87Q (25864.330000 sec): 3 clusters
  Score: Raw -9122918.430905 + Penalty 3690.826297 = -9119227.604607
  nChanged 8
		SP:Iteration 88Q (25864.830000 sec): 3 clusters
  Score: Raw -9122919.536717 + Penalty 3690.826297 = -9119228.710420
  nChanged 6
		SP:Iteration 89Q (25865.430000 sec): 3 clusters
  Score: Raw -9122920.276804 + Penalty 3690.826297 = -9119229.450507
  nChanged 4
		SP:Iteration 90Q (25865.900000 sec): 3 clusters
  Score: Raw -9122920.916654 + Penalty 3690.826297 = -9119230.090357
  nChanged 4
		SP:Iteration 91Q (25866.450000 sec): 3 clusters
  Score: Raw -9122921.362080 + Penalty 3690.826297 = -9119230.535783
  nChanged 3
		SP:Iteration 92Q (25866.960000 sec): 3 clusters
  Score: Raw -9122922.248895 + Penalty 3690.826297 = -9119231.422598
  nChanged 4
		SP:Iteration 93Q (25867.460000 sec): 3 clusters
  Score: Raw -9122922.964612 + Penalty 3690.826297 = -9119232.138315
  nChanged 5
		SP:Iteration 94Q (25868.040000 sec): 3 clusters
  Score: Raw -9122923.696075 + Penalty 3690.826297 = -9119232.869777
  nChanged 6
		SP:Iteration 95Q (25868.630000 sec): 3 clusters
  Score: Raw -9122924.370537 + Penalty 3690.826297 = -9119233.544240
  nChanged 2
		SP:Iteration 96Q (25869.220000 sec): 3 clusters
  Score: Raw -9122924.878870 + Penalty 3690.826297 = -9119234.052573
  nChanged 5
		SP:Iteration 97Q (25869.840000 sec): 3 clusters
  Score: Raw -9122925.581800 + Penalty 3690.826297 = -9119234.755503
  nChanged 4
		SP:Iteration 98Q (25870.400000 sec): 3 clusters
  Score: Raw -9122926.094341 + Penalty 3690.826297 = -9119235.268043
  nChanged 3
		SP:Iteration 99Q (25870.980000 sec): 3 clusters
  Score: Raw -9122926.603128 + Penalty 3690.826297 = -9119235.776830
  nChanged 1
		SP:Iteration 100F (25871.540000 sec): 3 clusters
  Score: Raw -9122926.806620 + Penalty 3690.826297 = -9119235.980323
  nChanged 3
		SP:Iteration 101Q (25872.090000 sec): 3 clusters
  Score: Raw -9122927.154593 + Penalty 3690.826297 = -9119236.328296
  nChanged 3
		SP:Iteration 102Q (25872.670000 sec): 3 clusters
  Score: Raw -9122927.483015 + Penalty 3690.826297 = -9119236.656717
  nChanged 3
		SP:Iteration 103Q (25873.170000 sec): 3 clusters
  Score: Raw -9122927.746093 + Penalty 3690.826297 = -9119236.919796
  nChanged 2
		SP:Iteration 104Q (25873.640000 sec): 3 clusters
  Score: Raw -9122927.898528 + Penalty 3690.826297 = -9119237.072231
  nChanged 0
		SP:Iteration 105F (25874.190000 sec): 3 clusters
  Score: Raw -9122927.898528 + Penalty 3690.826297 = -9119237.072231
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25874.410000 sec): 2 clusters
  Score: Raw -2646050.517494 + Penalty 1644.016581 = -2644406.500913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25874.660000 sec): 3 clusters
  Score: Raw -2631025.201812 + Penalty 3288.033162 = -2627737.168650
  nChanged 11283
		SP:Iteration 1F (25874.990000 sec): 3 clusters
  Score: Raw -2637478.772742 + Penalty 3288.033162 = -2634190.739580
  nChanged 1586
		SP:Iteration 2F (25875.280000 sec): 3 clusters
  Score: Raw -2638420.849929 + Penalty 3288.033162 = -2635132.816767
  nChanged 1882
		SP:Iteration 3F (25875.570000 sec): 3 clusters
  Score: Raw -2639729.141701 + Penalty 3288.033162 = -2636441.108539
  nChanged 2015
		SP:Iteration 4F (25875.890000 sec): 3 clusters
  Score: Raw -2641159.286125 + Penalty 3288.033162 = -2637871.252963
  nChanged 1785
		SP:Iteration 5F (25876.150000 sec): 3 clusters
  Score: Raw -2642276.967525 + Penalty 3288.033162 = -2638988.934363
  nChanged 1367
		SP:Iteration 6F (25876.490000 sec): 3 clusters
  Score: Raw -2642987.608933 + Penalty 3288.033162 = -2639699.575771
  nChanged 933
		SP:Iteration 7Q (25876.780000 sec): 3 clusters
  Score: Raw -2643408.574299 + Penalty 3288.033162 = -2640120.541137
  nChanged 665
		SP:Iteration 8Q (25877.140000 sec): 3 clusters
  Score: Raw -2643689.149307 + Penalty 3288.033162 = -2640401.116145
  nChanged 559
		SP:Iteration 9Q (25877.530000 sec): 3 clusters
  Score: Raw -2643921.278561 + Penalty 3288.033162 = -2640633.245399
  nChanged 491
		SP:Iteration 10Q (25877.850000 sec): 3 clusters
  Score: Raw -2644133.219292 + Penalty 3288.033162 = -2640845.186130
  nChanged 455
		SP:Iteration 11Q (25878.110000 sec): 3 clusters
  Score: Raw -2644332.047166 + Penalty 3288.033162 = -2641044.014005
  nChanged 445
		SP:Iteration 12Q (25878.440000 sec): 3 clusters
  Score: Raw -2644527.750579 + Penalty 3288.033162 = -2641239.717417
  nChanged 412
		SP:Iteration 13Q (25878.760000 sec): 3 clusters
  Score: Raw -2644711.289600 + Penalty 3288.033162 = -2641423.256438
  nChanged 372
		SP:Iteration 14Q (25879.070000 sec): 3 clusters
  Score: Raw -2644883.902281 + Penalty 3288.033162 = -2641595.869119
  nChanged 358
		SP:Iteration 15Q (25879.420000 sec): 3 clusters
  Score: Raw -2645045.031257 + Penalty 3288.033162 = -2641756.998095
  nChanged 348
		SP:Iteration 16Q (25879.750000 sec): 3 clusters
  Score: Raw -2645209.657227 + Penalty 3288.033162 = -2641921.624065
  nChanged 319
		SP:Iteration 17Q (25880.050000 sec): 3 clusters
  Score: Raw -2645375.172730 + Penalty 3288.033162 = -2642087.139568
  nChanged 286
		SP:Iteration 18Q (25880.420000 sec): 3 clusters
  Score: Raw -2645520.196508 + Penalty 3288.033162 = -2642232.163346
  nChanged 264
		SP:Iteration 19Q (25880.760000 sec): 3 clusters
  Score: Raw -2645655.450601 + Penalty 3288.033162 = -2642367.417439
  nChanged 225
		SP:Iteration 20F (25881.040000 sec): 3 clusters
  Score: Raw -2645782.908253 + Penalty 3288.033162 = -2642494.875091
  nChanged 204
		SP:Iteration 21Q (25881.360000 sec): 3 clusters
  Score: Raw -2645895.123542 + Penalty 3288.033162 = -2642607.090380
  nChanged 159
		SP:Iteration 22Q (25881.640000 sec): 3 clusters
  Score: Raw -2645987.936481 + Penalty 3288.033162 = -2642699.903319
  nChanged 118
		SP:Iteration 23Q (25881.930000 sec): 3 clusters
  Score: Raw -2646064.423932 + Penalty 3288.033162 = -2642776.390771
  nChanged 107
		SP:Iteration 24Q (25882.260000 sec): 3 clusters
  Score: Raw -2646129.319272 + Penalty 3288.033162 = -2642841.286110
  nChanged 76
		SP:Iteration 25Q (25882.560000 sec): 3 clusters
  Score: Raw -2646169.654810 + Penalty 3288.033162 = -2642881.621648
  nChanged 55
		SP:Iteration 26Q (25882.840000 sec): 3 clusters
  Score: Raw -2646204.066639 + Penalty 3288.033162 = -2642916.033477
  nChanged 39
		SP:Iteration 27Q (25883.140000 sec): 3 clusters
  Score: Raw -2646228.434031 + Penalty 3288.033162 = -2642940.400869
  nChanged 24
		SP:Iteration 28Q (25883.400000 sec): 3 clusters
  Score: Raw -2646241.823988 + Penalty 3288.033162 = -2642953.790826
  nChanged 25
		SP:Iteration 29Q (25883.740000 sec): 3 clusters
  Score: Raw -2646263.975499 + Penalty 3288.033162 = -2642975.942337
  nChanged 22
		SP:Iteration 30Q (25884.040000 sec): 3 clusters
  Score: Raw -2646279.241839 + Penalty 3288.033162 = -2642991.208677
  nChanged 16
		SP:Iteration 31Q (25884.330000 sec): 3 clusters
  Score: Raw -2646288.969264 + Penalty 3288.033162 = -2643000.936102
  nChanged 10
		SP:Iteration 32Q (25884.600000 sec): 3 clusters
  Score: Raw -2646294.029753 + Penalty 3288.033162 = -2643005.996591
  nChanged 6
		SP:Iteration 33Q (25884.940000 sec): 3 clusters
  Score: Raw -2646296.320857 + Penalty 3288.033162 = -2643008.287695
  nChanged 3
		SP:Iteration 34Q (25885.210000 sec): 3 clusters
  Score: Raw -2646297.456347 + Penalty 3288.033162 = -2643009.423185
  nChanged 1
		SP:Iteration 35Q (25885.520000 sec): 3 clusters
  Score: Raw -2646297.658025 + Penalty 3288.033162 = -2643009.624863
  nChanged 1
		SP:Iteration 36Q (25885.840000 sec): 3 clusters
  Score: Raw -2646297.851182 + Penalty 3288.033162 = -2643009.818020
  nChanged 1
		SP:Iteration 37Q (25886.120000 sec): 3 clusters
  Score: Raw -2646298.496908 + Penalty 3288.033162 = -2643010.463746
  nChanged 2
		SP:Iteration 38Q (25886.390000 sec): 3 clusters
  Score: Raw -2646299.581616 + Penalty 3288.033162 = -2643011.548454
  nChanged 2
		SP:Iteration 39Q (25886.740000 sec): 3 clusters
  Score: Raw -2646301.014685 + Penalty 3288.033162 = -2643012.981523
  nChanged 1
		SP:Iteration 40F (25887.040000 sec): 3 clusters
  Score: Raw -2646301.443494 + Penalty 3288.033162 = -2643013.410332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25887.170000 sec): 2 clusters
  Score: Raw -163428.970628 + Penalty 1199.696298 = -162229.274330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25887.400000 sec): 3 clusters
  Score: Raw -162768.654555 + Penalty 2399.392596 = -160369.261959
  nChanged 533
		SP:Iteration 1F (25887.620000 sec): 3 clusters
  Score: Raw -163151.266229 + Penalty 2399.392596 = -160751.873633
  nChanged 132
		SP:Iteration 2F (25887.830000 sec): 3 clusters
  Score: Raw -163266.362418 + Penalty 2399.392596 = -160866.969822
  nChanged 80
		SP:Iteration 3Q (25887.980000 sec): 3 clusters
  Score: Raw -163335.902978 + Penalty 2399.392596 = -160936.510382
  nChanged 60
		SP:Iteration 4Q (25888.210000 sec): 3 clusters
  Score: Raw -163390.604375 + Penalty 2399.392596 = -160991.211779
  nChanged 57
		SP:Iteration 5Q (25888.360000 sec): 3 clusters
  Score: Raw -163455.133899 + Penalty 2399.392596 = -161055.741303
  nChanged 54
		SP:Iteration 6Q (25888.540000 sec): 3 clusters
  Score: Raw -163503.287519 + Penalty 2399.392596 = -161103.894923
  nChanged 39
		SP:Iteration 7Q (25888.740000 sec): 3 clusters
  Score: Raw -163534.789173 + Penalty 2399.392596 = -161135.396577
  nChanged 36
		SP:Iteration 8Q (25888.920000 sec): 3 clusters
  Score: Raw -163560.671466 + Penalty 2399.392596 = -161161.278870
  nChanged 30
		SP:Iteration 9Q (25889.120000 sec): 3 clusters
  Score: Raw -163581.770359 + Penalty 2399.392596 = -161182.377763
  nChanged 27
		SP:Iteration 10Q (25889.330000 sec): 3 clusters
  Score: Raw -163601.641486 + Penalty 2399.392596 = -161202.248890
  nChanged 23
		SP:Iteration 11Q (25889.520000 sec): 3 clusters
  Score: Raw -163617.065884 + Penalty 2399.392596 = -161217.673287
  nChanged 15
		SP:Iteration 12Q (25889.780000 sec): 3 clusters
  Score: Raw -163628.692154 + Penalty 2399.392596 = -161229.299557
  nChanged 14
		SP:Iteration 13Q (25889.950000 sec): 3 clusters
  Score: Raw -163636.208043 + Penalty 2399.392596 = -161236.815447
  nChanged 14
		SP:Iteration 14Q (25890.160000 sec): 3 clusters
  Score: Raw -163643.109403 + Penalty 2399.392596 = -161243.716807
  nChanged 10
		SP:Iteration 15Q (25890.380000 sec): 3 clusters
  Score: Raw -163648.738752 + Penalty 2399.392596 = -161249.346156
  nChanged 5
		SP:Iteration 16Q (25890.560000 sec): 3 clusters
  Score: Raw -163654.871715 + Penalty 2399.392596 = -161255.479119
  nChanged 11
		SP:Iteration 17Q (25890.740000 sec): 3 clusters
  Score: Raw -163659.953649 + Penalty 2399.392596 = -161260.561053
  nChanged 4
		SP:Iteration 18Q (25890.930000 sec): 3 clusters
  Score: Raw -163664.203355 + Penalty 2399.392596 = -161264.810759
  nChanged 5
		SP:Iteration 19Q (25891.170000 sec): 3 clusters
  Score: Raw -163667.829072 + Penalty 2399.392596 = -161268.436476
  nChanged 4
		SP:Iteration 20F (25891.320000 sec): 3 clusters
  Score: Raw -163670.424558 + Penalty 2399.392596 = -161271.031962
  nChanged 4
		SP:Iteration 21Q (25891.500000 sec): 3 clusters
  Score: Raw -163672.270556 + Penalty 2399.392596 = -161272.877960
  nChanged 2
		SP:Iteration 22Q (25891.730000 sec): 3 clusters
  Score: Raw -163673.095655 + Penalty 2399.392596 = -161273.703059
  nChanged 1
		SP:Iteration 23Q (25891.940000 sec): 3 clusters
  Score: Raw -163673.479240 + Penalty 2399.392596 = -161274.086644
  nChanged 2
		SP:Iteration 24Q (25892.140000 sec): 3 clusters
  Score: Raw -163674.302376 + Penalty 2399.392596 = -161274.909780
  nChanged 1
		SP:Iteration 25Q (25892.360000 sec): 3 clusters
  Score: Raw -163675.155171 + Penalty 2399.392596 = -161275.762575
  nChanged 0
		SP:Iteration 26F (25892.550000 sec): 3 clusters
  Score: Raw -163675.155171 + Penalty 2399.392596 = -161275.762575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25892.720000 sec): 2 clusters
  Score: Raw -1532291.737645 + Penalty 1563.508168 = -1530728.229477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25892.980000 sec): 3 clusters
  Score: Raw -1523419.982807 + Penalty 3127.016336 = -1520292.966472
  nChanged 6606
		SP:Iteration 1F (25893.230000 sec): 3 clusters
  Score: Raw -1526969.227776 + Penalty 3127.016336 = -1523842.211441
  nChanged 943
		SP:Iteration 2F (25893.480000 sec): 3 clusters
  Score: Raw -1527383.931890 + Penalty 3127.016336 = -1524256.915555
  nChanged 892
		SP:Iteration 3F (25893.730000 sec): 3 clusters
  Score: Raw -1527799.026430 + Penalty 3127.016336 = -1524672.010095
  nChanged 866
		SP:Iteration 4F (25894.030000 sec): 3 clusters
  Score: Raw -1528288.616970 + Penalty 3127.016336 = -1525161.600634
  nChanged 971
		SP:Iteration 5F (25894.280000 sec): 3 clusters
  Score: Raw -1528925.472295 + Penalty 3127.016336 = -1525798.455959
  nChanged 1017
		SP:Iteration 6F (25894.560000 sec): 3 clusters
  Score: Raw -1529720.208905 + Penalty 3127.016336 = -1526593.192570
  nChanged 997
		SP:Iteration 7F (25894.900000 sec): 3 clusters
  Score: Raw -1530597.095379 + Penalty 3127.016336 = -1527470.079043
  nChanged 842
		SP:Iteration 8F (25895.170000 sec): 3 clusters
  Score: Raw -1531351.612936 + Penalty 3127.016336 = -1528224.596601
  nChanged 564
		SP:Iteration 9Q (25895.450000 sec): 3 clusters
  Score: Raw -1531834.282638 + Penalty 3127.016336 = -1528707.266303
  nChanged 350
		SP:Iteration 10Q (25895.690000 sec): 3 clusters
  Score: Raw -1532113.245547 + Penalty 3127.016336 = -1528986.229211
  nChanged 199
		SP:Iteration 11Q (25896.030000 sec): 3 clusters
  Score: Raw -1532273.233760 + Penalty 3127.016336 = -1529146.217424
  nChanged 139
		SP:Iteration 12Q (25896.290000 sec): 3 clusters
  Score: Raw -1532389.614609 + Penalty 3127.016336 = -1529262.598273
  nChanged 92
		SP:Iteration 13Q (25896.490000 sec): 3 clusters
  Score: Raw -1532467.329823 + Penalty 3127.016336 = -1529340.313487
  nChanged 49
		SP:Iteration 14Q (25896.770000 sec): 3 clusters
  Score: Raw -1532503.378746 + Penalty 3127.016336 = -1529376.362411
  nChanged 31
		SP:Iteration 15Q (25897.060000 sec): 3 clusters
  Score: Raw -1532533.432805 + Penalty 3127.016336 = -1529406.416469
  nChanged 17
		SP:Iteration 16Q (25897.280000 sec): 3 clusters
  Score: Raw -1532548.220882 + Penalty 3127.016336 = -1529421.204546
  nChanged 9
		SP:Iteration 17Q (25897.600000 sec): 3 clusters
  Score: Raw -1532555.463780 + Penalty 3127.016336 = -1529428.447444
  nChanged 10
		SP:Iteration 18Q (25897.790000 sec): 3 clusters
  Score: Raw -1532566.174571 + Penalty 3127.016336 = -1529439.158236
  nChanged 11
		SP:Iteration 19Q (25898.030000 sec): 3 clusters
  Score: Raw -1532578.130420 + Penalty 3127.016336 = -1529451.114085
  nChanged 8
		SP:Iteration 20F (25898.290000 sec): 3 clusters
  Score: Raw -1532583.035599 + Penalty 3127.016336 = -1529456.019264
  nChanged 6
		SP:Iteration 21Q (25898.560000 sec): 3 clusters
  Score: Raw -1532586.043622 + Penalty 3127.016336 = -1529459.027287
  nChanged 2
		SP:Iteration 22Q (25898.870000 sec): 3 clusters
  Score: Raw -1532587.857203 + Penalty 3127.016336 = -1529460.840868
  nChanged 3
		SP:Iteration 23Q (25899.060000 sec): 3 clusters
  Score: Raw -1532589.934747 + Penalty 3127.016336 = -1529462.918411
  nChanged 5
		SP:Iteration 24Q (25899.330000 sec): 3 clusters
  Score: Raw -1532594.318394 + Penalty 3127.016336 = -1529467.302059
  nChanged 2
		SP:Iteration 25Q (25899.540000 sec): 3 clusters
  Score: Raw -1532595.826912 + Penalty 3127.016336 = -1529468.810577
  nChanged 0
		SP:Iteration 26F (25899.820000 sec): 3 clusters
  Score: Raw -1532595.826912 + Penalty 3127.016336 = -1529468.810577
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25899.980000 sec): 2 clusters
  Score: Raw -1104362.033413 + Penalty 1502.396098 = -1102859.637315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25900.230000 sec): 3 clusters
  Score: Raw -1098483.810865 + Penalty 3004.792195 = -1095479.018670
  nChanged 4506
		SP:Iteration 1F (25900.460000 sec): 3 clusters
  Score: Raw -1100898.087107 + Penalty 3004.792195 = -1097893.294912
  nChanged 594
		SP:Iteration 2F (25900.690000 sec): 3 clusters
  Score: Raw -1101161.184353 + Penalty 3004.792195 = -1098156.392158
  nChanged 544
		SP:Iteration 3F (25900.980000 sec): 3 clusters
  Score: Raw -1101439.432451 + Penalty 3004.792195 = -1098434.640255
  nChanged 555
		SP:Iteration 4F (25901.160000 sec): 3 clusters
  Score: Raw -1101793.271837 + Penalty 3004.792195 = -1098788.479642
  nChanged 591
		SP:Iteration 5F (25901.380000 sec): 3 clusters
  Score: Raw -1102217.054491 + Penalty 3004.792195 = -1099212.262296
  nChanged 602
		SP:Iteration 6F (25901.640000 sec): 3 clusters
  Score: Raw -1102663.735979 + Penalty 3004.792195 = -1099658.943783
  nChanged 602
		SP:Iteration 7F (25901.830000 sec): 3 clusters
  Score: Raw -1103129.287251 + Penalty 3004.792195 = -1100124.495056
  nChanged 574
		SP:Iteration 8F (25902.040000 sec): 3 clusters
  Score: Raw -1103578.667475 + Penalty 3004.792195 = -1100573.875279
  nChanged 527
		SP:Iteration 9F (25902.300000 sec): 3 clusters
  Score: Raw -1103936.324193 + Penalty 3004.792195 = -1100931.531997
  nChanged 431
		SP:Iteration 10Q (25902.510000 sec): 3 clusters
  Score: Raw -1104173.087691 + Penalty 3004.792195 = -1101168.295496
  nChanged 295
		SP:Iteration 11Q (25902.700000 sec): 3 clusters
  Score: Raw -1104292.941689 + Penalty 3004.792195 = -1101288.149494
  nChanged 192
		SP:Iteration 12Q (25902.900000 sec): 3 clusters
  Score: Raw -1104352.032833 + Penalty 3004.792195 = -1101347.240637
  nChanged 120
		SP:Iteration 13Q (25903.180000 sec): 3 clusters
  Score: Raw -1104379.702763 + Penalty 3004.792195 = -1101374.910567
  nChanged 82
		SP:Iteration 14Q (25903.390000 sec): 3 clusters
  Score: Raw -1104397.422936 + Penalty 3004.792195 = -1101392.630741
  nChanged 68
		SP:Iteration 15Q (25903.630000 sec): 3 clusters
  Score: Raw -1104409.960697 + Penalty 3004.792195 = -1101405.168502
  nChanged 56
		SP:Iteration 16Q (25903.830000 sec): 3 clusters
  Score: Raw -1104419.692808 + Penalty 3004.792195 = -1101414.900612
  nChanged 52
		SP:Iteration 17Q (25904.100000 sec): 3 clusters
  Score: Raw -1104429.320298 + Penalty 3004.792195 = -1101424.528102
  nChanged 54
		SP:Iteration 18Q (25904.330000 sec): 3 clusters
  Score: Raw -1104438.606565 + Penalty 3004.792195 = -1101433.814370
  nChanged 54
		SP:Iteration 19Q (25904.540000 sec): 3 clusters
  Score: Raw -1104449.396405 + Penalty 3004.792195 = -1101444.604210
  nChanged 52
		SP:Iteration 20F (25904.770000 sec): 3 clusters
  Score: Raw -1104458.671623 + Penalty 3004.792195 = -1101453.879428
  nChanged 48
		SP:Iteration 21Q (25905.000000 sec): 3 clusters
  Score: Raw -1104467.169710 + Penalty 3004.792195 = -1101462.377514
  nChanged 48
		SP:Iteration 22Q (25905.230000 sec): 3 clusters
  Score: Raw -1104475.880641 + Penalty 3004.792195 = -1101471.088445
  nChanged 48
		SP:Iteration 23Q (25905.450000 sec): 3 clusters
  Score: Raw -1104483.654692 + Penalty 3004.792195 = -1101478.862497
  nChanged 43
		SP:Iteration 24Q (25905.650000 sec): 3 clusters
  Score: Raw -1104490.943578 + Penalty 3004.792195 = -1101486.151383
  nChanged 35
		SP:Iteration 25Q (25905.860000 sec): 3 clusters
  Score: Raw -1104496.836210 + Penalty 3004.792195 = -1101492.044014
  nChanged 33
		SP:Iteration 26Q (25906.080000 sec): 3 clusters
  Score: Raw -1104501.821225 + Penalty 3004.792195 = -1101497.029030
  nChanged 36
		SP:Iteration 27Q (25906.310000 sec): 3 clusters
  Score: Raw -1104507.580376 + Penalty 3004.792195 = -1101502.788180
  nChanged 30
		SP:Iteration 28Q (25906.570000 sec): 3 clusters
  Score: Raw -1104511.868921 + Penalty 3004.792195 = -1101507.076726
  nChanged 24
		SP:Iteration 29Q (25906.790000 sec): 3 clusters
  Score: Raw -1104515.907005 + Penalty 3004.792195 = -1101511.114810
  nChanged 21
		SP:Iteration 30Q (25907.090000 sec): 3 clusters
  Score: Raw -1104519.251024 + Penalty 3004.792195 = -1101514.458829
  nChanged 25
		SP:Iteration 31Q (25907.280000 sec): 3 clusters
  Score: Raw -1104522.851821 + Penalty 3004.792195 = -1101518.059625
  nChanged 27
		SP:Iteration 32Q (25907.510000 sec): 3 clusters
  Score: Raw -1104528.347495 + Penalty 3004.792195 = -1101523.555300
  nChanged 30
		SP:Iteration 33Q (25907.720000 sec): 3 clusters
  Score: Raw -1104533.860040 + Penalty 3004.792195 = -1101529.067845
  nChanged 32
		SP:Iteration 34Q (25907.930000 sec): 3 clusters
  Score: Raw -1104539.859152 + Penalty 3004.792195 = -1101535.066957
  nChanged 44
		SP:Iteration 35Q (25908.160000 sec): 3 clusters
  Score: Raw -1104550.448502 + Penalty 3004.792195 = -1101545.656306
  nChanged 61
		SP:Iteration 36Q (25908.340000 sec): 3 clusters
  Score: Raw -1104567.173770 + Penalty 3004.792195 = -1101562.381574
  nChanged 60
		SP:Iteration 37Q (25908.610000 sec): 3 clusters
  Score: Raw -1104581.635758 + Penalty 3004.792195 = -1101576.843563
  nChanged 65
		SP:Iteration 38Q (25908.790000 sec): 3 clusters
  Score: Raw -1104599.158276 + Penalty 3004.792195 = -1101594.366081
  nChanged 56
		SP:Iteration 39Q (25908.980000 sec): 3 clusters
  Score: Raw -1104616.173113 + Penalty 3004.792195 = -1101611.380918
  nChanged 64
		SP:Iteration 40F (25909.220000 sec): 3 clusters
  Score: Raw -1104633.725749 + Penalty 3004.792195 = -1101628.933554
  nChanged 65
		SP:Iteration 41Q (25909.440000 sec): 3 clusters
  Score: Raw -1104652.345770 + Penalty 3004.792195 = -1101647.553575
  nChanged 68
		SP:Iteration 42Q (25909.650000 sec): 3 clusters
  Score: Raw -1104668.637363 + Penalty 3004.792195 = -1101663.845168
  nChanged 64
		SP:Iteration 43Q (25909.850000 sec): 3 clusters
  Score: Raw -1104684.127810 + Penalty 3004.792195 = -1101679.335615
  nChanged 57
		SP:Iteration 44Q (25910.080000 sec): 3 clusters
  Score: Raw -1104697.157991 + Penalty 3004.792195 = -1101692.365796
  nChanged 59
		SP:Iteration 45Q (25910.310000 sec): 3 clusters
  Score: Raw -1104708.694285 + Penalty 3004.792195 = -1101703.902090
  nChanged 47
		SP:Iteration 46Q (25910.580000 sec): 3 clusters
  Score: Raw -1104718.253713 + Penalty 3004.792195 = -1101713.461518
  nChanged 43
		SP:Iteration 47Q (25910.850000 sec): 3 clusters
  Score: Raw -1104728.304276 + Penalty 3004.792195 = -1101723.512081
  nChanged 57
		SP:Iteration 48Q (25911.050000 sec): 3 clusters
  Score: Raw -1104743.907970 + Penalty 3004.792195 = -1101739.115774
  nChanged 60
		SP:Iteration 49Q (25911.290000 sec): 3 clusters
  Score: Raw -1104758.610135 + Penalty 3004.792195 = -1101753.817940
  nChanged 55
		SP:Iteration 50Q (25911.490000 sec): 3 clusters
  Score: Raw -1104774.144064 + Penalty 3004.792195 = -1101769.351869
  nChanged 60
		SP:Iteration 51Q (25911.730000 sec): 3 clusters
  Score: Raw -1104790.531668 + Penalty 3004.792195 = -1101785.739473
  nChanged 68
		SP:Iteration 52Q (25911.930000 sec): 3 clusters
  Score: Raw -1104805.919495 + Penalty 3004.792195 = -1101801.127299
  nChanged 45
		SP:Iteration 53Q (25912.200000 sec): 3 clusters
  Score: Raw -1104816.194812 + Penalty 3004.792195 = -1101811.402617
  nChanged 40
		SP:Iteration 54Q (25912.420000 sec): 3 clusters
  Score: Raw -1104825.180265 + Penalty 3004.792195 = -1101820.388069
  nChanged 37
		SP:Iteration 55Q (25912.680000 sec): 3 clusters
  Score: Raw -1104833.137225 + Penalty 3004.792195 = -1101828.345030
  nChanged 41
		SP:Iteration 56Q (25912.920000 sec): 3 clusters
  Score: Raw -1104842.979560 + Penalty 3004.792195 = -1101838.187364
  nChanged 42
		SP:Iteration 57Q (25913.140000 sec): 3 clusters
  Score: Raw -1104851.211365 + Penalty 3004.792195 = -1101846.419170
  nChanged 28
		SP:Iteration 58Q (25913.380000 sec): 3 clusters
  Score: Raw -1104854.993458 + Penalty 3004.792195 = -1101850.201263
  nChanged 19
		SP:Iteration 59Q (25913.620000 sec): 3 clusters
  Score: Raw -1104857.316407 + Penalty 3004.792195 = -1101852.524212
  nChanged 17
		SP:Iteration 60F (25913.850000 sec): 3 clusters
  Score: Raw -1104860.288830 + Penalty 3004.792195 = -1101855.496635
  nChanged 22
		SP:Iteration 61Q (25914.080000 sec): 3 clusters
  Score: Raw -1104864.217682 + Penalty 3004.792195 = -1101859.425487
  nChanged 24
		SP:Iteration 62Q (25914.290000 sec): 3 clusters
  Score: Raw -1104868.309370 + Penalty 3004.792195 = -1101863.517174
  nChanged 18
		SP:Iteration 63Q (25914.530000 sec): 3 clusters
  Score: Raw -1104871.561633 + Penalty 3004.792195 = -1101866.769437
  nChanged 23
		SP:Iteration 64Q (25914.730000 sec): 3 clusters
  Score: Raw -1104875.232023 + Penalty 3004.792195 = -1101870.439828
  nChanged 19
		SP:Iteration 65Q (25914.970000 sec): 3 clusters
  Score: Raw -1104879.647124 + Penalty 3004.792195 = -1101874.854929
  nChanged 23
		SP:Iteration 66Q (25915.190000 sec): 3 clusters
  Score: Raw -1104884.059246 + Penalty 3004.792195 = -1101879.267051
  nChanged 23
		SP:Iteration 67Q (25915.450000 sec): 3 clusters
  Score: Raw -1104886.877931 + Penalty 3004.792195 = -1101882.085735
  nChanged 10
		SP:Iteration 68Q (25915.650000 sec): 3 clusters
  Score: Raw -1104888.140031 + Penalty 3004.792195 = -1101883.347835
  nChanged 7
		SP:Iteration 69Q (25915.850000 sec): 3 clusters
  Score: Raw -1104889.093973 + Penalty 3004.792195 = -1101884.301778
  nChanged 9
		SP:Iteration 70Q (25916.050000 sec): 3 clusters
  Score: Raw -1104890.558945 + Penalty 3004.792195 = -1101885.766750
  nChanged 21
		SP:Iteration 71Q (25916.260000 sec): 3 clusters
  Score: Raw -1104894.129315 + Penalty 3004.792195 = -1101889.337120
  nChanged 11
		SP:Iteration 72Q (25916.480000 sec): 3 clusters
  Score: Raw -1104895.853828 + Penalty 3004.792195 = -1101891.061632
  nChanged 12
		SP:Iteration 73Q (25916.690000 sec): 3 clusters
  Score: Raw -1104897.596093 + Penalty 3004.792195 = -1101892.803898
  nChanged 9
		SP:Iteration 74Q (25916.900000 sec): 3 clusters
  Score: Raw -1104898.467751 + Penalty 3004.792195 = -1101893.675555
  nChanged 9
		SP:Iteration 75Q (25917.090000 sec): 3 clusters
  Score: Raw -1104899.715130 + Penalty 3004.792195 = -1101894.922935
  nChanged 10
		SP:Iteration 76Q (25917.310000 sec): 3 clusters
  Score: Raw -1104900.821810 + Penalty 3004.792195 = -1101896.029615
  nChanged 9
		SP:Iteration 77Q (25917.520000 sec): 3 clusters
  Score: Raw -1104902.033619 + Penalty 3004.792195 = -1101897.241424
  nChanged 7
		SP:Iteration 78Q (25917.780000 sec): 3 clusters
  Score: Raw -1104903.028026 + Penalty 3004.792195 = -1101898.235831
  nChanged 9
		SP:Iteration 79Q (25917.980000 sec): 3 clusters
  Score: Raw -1104904.266805 + Penalty 3004.792195 = -1101899.474610
  nChanged 8
		SP:Iteration 80F (25918.270000 sec): 3 clusters
  Score: Raw -1104905.476684 + Penalty 3004.792195 = -1101900.684488
  nChanged 10
		SP:Iteration 81Q (25918.440000 sec): 3 clusters
  Score: Raw -1104906.462350 + Penalty 3004.792195 = -1101901.670155
  nChanged 5
		SP:Iteration 82Q (25918.660000 sec): 3 clusters
  Score: Raw -1104906.900859 + Penalty 3004.792195 = -1101902.108664
  nChanged 5
		SP:Iteration 83Q (25918.890000 sec): 3 clusters
  Score: Raw -1104907.485198 + Penalty 3004.792195 = -1101902.693003
  nChanged 4
		SP:Iteration 84Q (25919.150000 sec): 3 clusters
  Score: Raw -1104907.873588 + Penalty 3004.792195 = -1101903.081393
  nChanged 2
		SP:Iteration 85Q (25919.330000 sec): 3 clusters
  Score: Raw -1104908.181461 + Penalty 3004.792195 = -1101903.389265
  nChanged 2
		SP:Iteration 86Q (25919.540000 sec): 3 clusters
  Score: Raw -1104908.417608 + Penalty 3004.792195 = -1101903.625413
  nChanged 0
		SP:Iteration 87F (25919.740000 sec): 3 clusters
  Score: Raw -1104908.417608 + Penalty 3004.792195 = -1101903.625413
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18657 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25919.920000 sec): 2 clusters
  Score: Raw -1929250.796021 + Penalty 1598.021212 = -1927652.774809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25920.190000 sec): 3 clusters
  Score: Raw -1918154.989877 + Penalty 3196.042424 = -1914958.947453
  nChanged 8331
		SP:Iteration 1F (25920.460000 sec): 3 clusters
  Score: Raw -1922722.654713 + Penalty 3196.042424 = -1919526.612289
  nChanged 1017
		SP:Iteration 2F (25920.680000 sec): 3 clusters
  Score: Raw -1923155.811335 + Penalty 3196.042424 = -1919959.768911
  nChanged 1038
		SP:Iteration 3F (25920.980000 sec): 3 clusters
  Score: Raw -1923631.643402 + Penalty 3196.042424 = -1920435.600978
  nChanged 1101
		SP:Iteration 4F (25921.260000 sec): 3 clusters
  Score: Raw -1924221.827123 + Penalty 3196.042424 = -1921025.784698
  nChanged 1128
		SP:Iteration 5F (25921.520000 sec): 3 clusters
  Score: Raw -1924913.953901 + Penalty 3196.042424 = -1921717.911477
  nChanged 1219
		SP:Iteration 6F (25921.780000 sec): 3 clusters
  Score: Raw -1925755.026629 + Penalty 3196.042424 = -1922558.984205
  nChanged 1219
		SP:Iteration 7F (25921.980000 sec): 3 clusters
  Score: Raw -1926649.331276 + Penalty 3196.042424 = -1923453.288852
  nChanged 1026
		SP:Iteration 8F (25922.240000 sec): 3 clusters
  Score: Raw -1927436.361976 + Penalty 3196.042424 = -1924240.319552
  nChanged 768
		SP:Iteration 9Q (25922.480000 sec): 3 clusters
  Score: Raw -1928075.632457 + Penalty 3196.042424 = -1924879.590033
  nChanged 566
		SP:Iteration 10Q (25922.730000 sec): 3 clusters
  Score: Raw -1928566.711610 + Penalty 3196.042424 = -1925370.669186
  nChanged 432
		SP:Iteration 11Q (25923.010000 sec): 3 clusters
  Score: Raw -1928962.853377 + Penalty 3196.042424 = -1925766.810953
  nChanged 329
		SP:Iteration 12Q (25923.240000 sec): 3 clusters
  Score: Raw -1929217.098339 + Penalty 3196.042424 = -1926021.055915
  nChanged 244
		SP:Iteration 13Q (25923.470000 sec): 3 clusters
  Score: Raw -1929370.089293 + Penalty 3196.042424 = -1926174.046868
  nChanged 172
		SP:Iteration 14Q (25923.760000 sec): 3 clusters
  Score: Raw -1929461.037515 + Penalty 3196.042424 = -1926264.995091
  nChanged 137
		SP:Iteration 15Q (25924.010000 sec): 3 clusters
  Score: Raw -1929519.177311 + Penalty 3196.042424 = -1926323.134887
  nChanged 89
		SP:Iteration 16Q (25924.220000 sec): 3 clusters
  Score: Raw -1929550.468752 + Penalty 3196.042424 = -1926354.426328
  nChanged 71
		SP:Iteration 17Q (25924.480000 sec): 3 clusters
  Score: Raw -1929574.665530 + Penalty 3196.042424 = -1926378.623105
  nChanged 51
		SP:Iteration 18Q (25924.740000 sec): 3 clusters
  Score: Raw -1929588.245256 + Penalty 3196.042424 = -1926392.202832
  nChanged 43
		SP:Iteration 19Q (25924.980000 sec): 3 clusters
  Score: Raw -1929599.366081 + Penalty 3196.042424 = -1926403.323657
  nChanged 44
		SP:Iteration 20F (25925.300000 sec): 3 clusters
  Score: Raw -1929612.885980 + Penalty 3196.042424 = -1926416.843556
  nChanged 39
		SP:Iteration 21Q (25925.530000 sec): 3 clusters
  Score: Raw -1929628.071172 + Penalty 3196.042424 = -1926432.028748
  nChanged 44
		SP:Iteration 22Q (25925.800000 sec): 3 clusters
  Score: Raw -1929642.896600 + Penalty 3196.042424 = -1926446.854175
  nChanged 40
		SP:Iteration 23Q (25926.090000 sec): 3 clusters
  Score: Raw -1929655.210102 + Penalty 3196.042424 = -1926459.167678
  nChanged 34
		SP:Iteration 24Q (25926.330000 sec): 3 clusters
  Score: Raw -1929664.325951 + Penalty 3196.042424 = -1926468.283527
  nChanged 28
		SP:Iteration 25Q (25926.580000 sec): 3 clusters
  Score: Raw -1929671.499957 + Penalty 3196.042424 = -1926475.457533
  nChanged 21
		SP:Iteration 26Q (25926.820000 sec): 3 clusters
  Score: Raw -1929676.414945 + Penalty 3196.042424 = -1926480.372521
  nChanged 15
		SP:Iteration 27Q (25927.070000 sec): 3 clusters
  Score: Raw -1929680.854444 + Penalty 3196.042424 = -1926484.812020
  nChanged 18
		SP:Iteration 28Q (25927.330000 sec): 3 clusters
  Score: Raw -1929684.929965 + Penalty 3196.042424 = -1926488.887541
  nChanged 16
		SP:Iteration 29Q (25927.620000 sec): 3 clusters
  Score: Raw -1929688.732538 + Penalty 3196.042424 = -1926492.690114
  nChanged 18
		SP:Iteration 30Q (25927.910000 sec): 3 clusters
  Score: Raw -1929693.626680 + Penalty 3196.042424 = -1926497.584256
  nChanged 12
		SP:Iteration 31Q (25928.200000 sec): 3 clusters
  Score: Raw -1929697.727504 + Penalty 3196.042424 = -1926501.685080
  nChanged 10
		SP:Iteration 32Q (25928.440000 sec): 3 clusters
  Score: Raw -1929699.956653 + Penalty 3196.042424 = -1926503.914229
  nChanged 7
		SP:Iteration 33Q (25928.730000 sec): 3 clusters
  Score: Raw -1929701.540055 + Penalty 3196.042424 = -1926505.497630
  nChanged 10
		SP:Iteration 34Q (25929.010000 sec): 3 clusters
  Score: Raw -1929703.247841 + Penalty 3196.042424 = -1926507.205417
  nChanged 10
		SP:Iteration 35Q (25929.260000 sec): 3 clusters
  Score: Raw -1929705.226167 + Penalty 3196.042424 = -1926509.183743
  nChanged 5
		SP:Iteration 36Q (25929.550000 sec): 3 clusters
  Score: Raw -1929706.147776 + Penalty 3196.042424 = -1926510.105351
  nChanged 3
		SP:Iteration 37Q (25929.850000 sec): 3 clusters
  Score: Raw -1929706.667828 + Penalty 3196.042424 = -1926510.625404
  nChanged 3
		SP:Iteration 38Q (25930.080000 sec): 3 clusters
  Score: Raw -1929706.937570 + Penalty 3196.042424 = -1926510.895146
  nChanged 1
		SP:Iteration 39Q (25930.340000 sec): 3 clusters
  Score: Raw -1929707.291206 + Penalty 3196.042424 = -1926511.248782
  nChanged 3
		SP:Iteration 40F (25930.570000 sec): 3 clusters
  Score: Raw -1929707.868528 + Penalty 3196.042424 = -1926511.826104
  nChanged 3
		SP:Iteration 41Q (25930.850000 sec): 3 clusters
  Score: Raw -1929708.061454 + Penalty 3196.042424 = -1926512.019030
  nChanged 1
		SP:Iteration 42Q (25931.150000 sec): 3 clusters
  Score: Raw -1929708.153413 + Penalty 3196.042424 = -1926512.110989
  nChanged 3
		SP:Iteration 43Q (25931.430000 sec): 3 clusters
  Score: Raw -1929709.038231 + Penalty 3196.042424 = -1926512.995807
  nChanged 2
		SP:Iteration 44Q (25931.630000 sec): 3 clusters
  Score: Raw -1929709.421248 + Penalty 3196.042424 = -1926513.378824
  nChanged 2
		SP:Iteration 45Q (25931.930000 sec): 3 clusters
  Score: Raw -1929710.130126 + Penalty 3196.042424 = -1926514.087702
  nChanged 3
		SP:Iteration 46Q (25932.230000 sec): 3 clusters
  Score: Raw -1929710.580210 + Penalty 3196.042424 = -1926514.537786
  nChanged 2
		SP:Iteration 47Q (25932.500000 sec): 3 clusters
  Score: Raw -1929710.895799 + Penalty 3196.042424 = -1926514.853374
  nChanged 2
		SP:Iteration 48Q (25932.780000 sec): 3 clusters
  Score: Raw -1929711.249007 + Penalty 3196.042424 = -1926515.206583
  nChanged 3
		SP:Iteration 49Q (25933.010000 sec): 3 clusters
  Score: Raw -1929711.571508 + Penalty 3196.042424 = -1926515.529084
  nChanged 1
		SP:Iteration 50Q (25933.260000 sec): 3 clusters
  Score: Raw -1929711.716651 + Penalty 3196.042424 = -1926515.674227
  nChanged 1
		SP:Iteration 51Q (25933.530000 sec): 3 clusters
  Score: Raw -1929711.918185 + Penalty 3196.042424 = -1926515.875761
  nChanged 0
		SP:Iteration 52F (25933.780000 sec): 3 clusters
  Score: Raw -1929711.918185 + Penalty 3196.042424 = -1926515.875761
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25933.890000 sec): 2 clusters
  Score: Raw -141579.718367 + Penalty 1185.004791 = -140394.713576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25934.130000 sec): 3 clusters
  Score: Raw -141033.658194 + Penalty 2370.009582 = -138663.648612
  nChanged 493
		SP:Iteration 1F (25934.280000 sec): 3 clusters
  Score: Raw -141496.096906 + Penalty 2370.009582 = -139126.087324
  nChanged 128
		SP:Iteration 2F (25934.450000 sec): 3 clusters
  Score: Raw -141644.438828 + Penalty 2370.009582 = -139274.429246
  nChanged 84
		SP:Iteration 3F (25934.590000 sec): 3 clusters
  Score: Raw -141725.832472 + Penalty 2370.009582 = -139355.822890
  nChanged 62
		SP:Iteration 4Q (25934.790000 sec): 3 clusters
  Score: Raw -141785.777307 + Penalty 2370.009582 = -139415.767725
  nChanged 44
		SP:Iteration 5Q (25934.920000 sec): 3 clusters
  Score: Raw -141830.985543 + Penalty 2370.009582 = -139460.975961
  nChanged 48
		SP:Iteration 6Q (25935.110000 sec): 3 clusters
  Score: Raw -141868.967670 + Penalty 2370.009582 = -139498.958088
  nChanged 40
		SP:Iteration 7Q (25935.270000 sec): 3 clusters
  Score: Raw -141899.290682 + Penalty 2370.009582 = -139529.281099
  nChanged 33
		SP:Iteration 8Q (25935.430000 sec): 3 clusters
  Score: Raw -141943.550235 + Penalty 2370.009582 = -139573.540653
  nChanged 29
		SP:Iteration 9Q (25935.640000 sec): 3 clusters
  Score: Raw -141968.997105 + Penalty 2370.009582 = -139598.987523
  nChanged 24
		SP:Iteration 10Q (25935.820000 sec): 3 clusters
  Score: Raw -141990.639853 + Penalty 2370.009582 = -139620.630271
  nChanged 17
		SP:Iteration 11Q (25935.990000 sec): 3 clusters
  Score: Raw -142001.126602 + Penalty 2370.009582 = -139631.117020
  nChanged 8
		SP:Iteration 12Q (25936.170000 sec): 3 clusters
  Score: Raw -142006.890470 + Penalty 2370.009582 = -139636.880887
  nChanged 6
		SP:Iteration 13Q (25936.400000 sec): 3 clusters
  Score: Raw -142010.412573 + Penalty 2370.009582 = -139640.402991
  nChanged 3
		SP:Iteration 14Q (25936.560000 sec): 3 clusters
  Score: Raw -142011.477176 + Penalty 2370.009582 = -139641.467593
  nChanged 1
		SP:Iteration 15Q (25936.790000 sec): 3 clusters
  Score: Raw -142011.889534 + Penalty 2370.009582 = -139641.879952
  nChanged 0
		SP:Iteration 16F (25936.990000 sec): 3 clusters
  Score: Raw -142011.889534 + Penalty 2370.009582 = -139641.879952
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25937.090000 sec): 2 clusters
  Score: Raw -431322.582964 + Penalty 1354.000107 = -429968.582857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25937.290000 sec): 3 clusters
  Score: Raw -429251.856086 + Penalty 2708.000214 = -426543.855872
  nChanged 1661
		SP:Iteration 1F (25937.460000 sec): 3 clusters
  Score: Raw -430205.436218 + Penalty 2708.000214 = -427497.436003
  nChanged 295
		SP:Iteration 2F (25937.680000 sec): 3 clusters
  Score: Raw -430403.053693 + Penalty 2708.000214 = -427695.053479
  nChanged 233
		SP:Iteration 3F (25937.880000 sec): 3 clusters
  Score: Raw -430550.723272 + Penalty 2708.000214 = -427842.723057
  nChanged 190
		SP:Iteration 4Q (25938.060000 sec): 3 clusters
  Score: Raw -430670.629433 + Penalty 2708.000214 = -427962.629219
  nChanged 179
		SP:Iteration 5Q (25938.260000 sec): 3 clusters
  Score: Raw -430792.305756 + Penalty 2708.000214 = -428084.305542
  nChanged 183
		SP:Iteration 6Q (25938.420000 sec): 3 clusters
  Score: Raw -430912.828432 + Penalty 2708.000214 = -428204.828217
  nChanged 194
		SP:Iteration 7Q (25938.620000 sec): 3 clusters
  Score: Raw -431035.729786 + Penalty 2708.000214 = -428327.729572
  nChanged 190
		SP:Iteration 8Q (25938.810000 sec): 3 clusters
  Score: Raw -431156.764975 + Penalty 2708.000214 = -428448.764761
  nChanged 178
		SP:Iteration 9Q (25938.990000 sec): 3 clusters
  Score: Raw -431268.616369 + Penalty 2708.000214 = -428560.616154
  nChanged 151
		SP:Iteration 10Q (25939.230000 sec): 3 clusters
  Score: Raw -431383.040172 + Penalty 2708.000214 = -428675.039958
  nChanged 148
		SP:Iteration 11Q (25939.440000 sec): 3 clusters
  Score: Raw -431492.406412 + Penalty 2708.000214 = -428784.406198
  nChanged 108
		SP:Iteration 12Q (25939.620000 sec): 3 clusters
  Score: Raw -431573.294400 + Penalty 2708.000214 = -428865.294186
  nChanged 92
		SP:Iteration 13Q (25939.860000 sec): 3 clusters
  Score: Raw -431640.136877 + Penalty 2708.000214 = -428932.136663
  nChanged 68
		SP:Iteration 14Q (25940.090000 sec): 3 clusters
  Score: Raw -431680.279032 + Penalty 2708.000214 = -428972.278817
  nChanged 53
		SP:Iteration 15Q (25940.320000 sec): 3 clusters
  Score: Raw -431710.368260 + Penalty 2708.000214 = -429002.368046
  nChanged 43
		SP:Iteration 16Q (25940.530000 sec): 3 clusters
  Score: Raw -431739.513746 + Penalty 2708.000214 = -429031.513531
  nChanged 41
		SP:Iteration 17Q (25940.710000 sec): 3 clusters
  Score: Raw -431758.339818 + Penalty 2708.000214 = -429050.339604
  nChanged 23
		SP:Iteration 18Q (25940.960000 sec): 3 clusters
  Score: Raw -431768.462472 + Penalty 2708.000214 = -429060.462257
  nChanged 15
		SP:Iteration 19Q (25941.180000 sec): 3 clusters
  Score: Raw -431773.381709 + Penalty 2708.000214 = -429065.381494
  nChanged 12
		SP:Iteration 20F (25941.410000 sec): 3 clusters
  Score: Raw -431777.495280 + Penalty 2708.000214 = -429069.495066
  nChanged 10
		SP:Iteration 21Q (25941.640000 sec): 3 clusters
  Score: Raw -431780.439766 + Penalty 2708.000214 = -429072.439552
  nChanged 8
		SP:Iteration 22Q (25941.830000 sec): 3 clusters
  Score: Raw -431782.638322 + Penalty 2708.000214 = -429074.638108
  nChanged 9
		SP:Iteration 23Q (25942.030000 sec): 3 clusters
  Score: Raw -431784.857809 + Penalty 2708.000214 = -429076.857595
  nChanged 5
		SP:Iteration 24Q (25942.200000 sec): 3 clusters
  Score: Raw -431785.980837 + Penalty 2708.000214 = -429077.980622
  nChanged 4
		SP:Iteration 25Q (25942.390000 sec): 3 clusters
  Score: Raw -431787.049166 + Penalty 2708.000214 = -429079.048951
  nChanged 1
		SP:Iteration 26Q (25942.570000 sec): 3 clusters
  Score: Raw -431787.331400 + Penalty 2708.000214 = -429079.331185
  nChanged 0
		SP:Iteration 27F (25942.760000 sec): 3 clusters
  Score: Raw -431787.331400 + Penalty 2708.000214 = -429079.331185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25942.890000 sec): 2 clusters
  Score: Raw -52932.445531 + Penalty 1014.361281 = -51918.084250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25943.050000 sec): 3 clusters
  Score: Raw -52934.704192 + Penalty 2028.722561 = -50905.981631
  nChanged 130
		SP:Iteration 1F (25943.240000 sec): 3 clusters
  Score: Raw -53201.964408 + Penalty 2028.722561 = -51173.241847
  nChanged 54
		SP:Iteration 2F (25943.400000 sec): 3 clusters
  Score: Raw -53487.424914 + Penalty 2028.722561 = -51458.702353
  nChanged 42
		SP:Iteration 3F (25943.600000 sec): 3 clusters
  Score: Raw -53643.449404 + Penalty 2028.722561 = -51614.726842
  nChanged 26
		SP:Iteration 4F (25943.740000 sec): 3 clusters
  Score: Raw -53775.822012 + Penalty 2028.722561 = -51747.099450
  nChanged 6
		SP:Iteration 5Q (25943.940000 sec): 3 clusters
  Score: Raw -53794.384581 + Penalty 2028.722561 = -51765.662020
  nChanged 1
		SP:Iteration 6Q (25944.140000 sec): 3 clusters
  Score: Raw -53796.095431 + Penalty 2028.722561 = -51767.372870
  nChanged 1
		SP:Iteration 7Q (25944.320000 sec): 3 clusters
  Score: Raw -53798.630115 + Penalty 2028.722561 = -51769.907554
  nChanged 3
		SP:Iteration 8Q (25944.520000 sec): 3 clusters
  Score: Raw -53806.736334 + Penalty 2028.722561 = -51778.013773
  nChanged 1
		SP:Iteration 9Q (25944.700000 sec): 3 clusters
  Score: Raw -53807.730393 + Penalty 2028.722561 = -51779.007832
  nChanged 1
		SP:Iteration 10Q (25944.900000 sec): 3 clusters
  Score: Raw -53811.954185 + Penalty 2028.722561 = -51783.231623
  nChanged 0
		SP:Iteration 11F (25945.070000 sec): 3 clusters
  Score: Raw -53811.954185 + Penalty 2028.722561 = -51783.231623
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (410013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25946.750000 sec): 2 clusters
  Score: Raw -42922356.835029 + Penalty 2100.140924 = -42920256.694105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25948.580000 sec): 3 clusters
  Score: Raw -42646667.114925 + Penalty 4200.281847 = -42642466.833077
  nChanged 200664
		SP:Iteration 1F (25950.450000 sec): 3 clusters
  Score: Raw -42767492.738011 + Penalty 4200.281847 = -42763292.456164
  nChanged 11259
		SP:Iteration 2Q (25952.360000 sec): 3 clusters
  Score: Raw -42770569.279103 + Penalty 4200.281847 = -42766368.997256
  nChanged 15328
		SP:Iteration 3Q (25954.160000 sec): 3 clusters
  Score: Raw -42776470.313793 + Penalty 4200.281847 = -42772270.031945
  nChanged 22107
		SP:Iteration 4F (25956.280000 sec): 3 clusters
  Score: Raw -42788390.138609 + Penalty 4200.281847 = -42784189.856762
  nChanged 31707
		SP:Iteration 5F (25958.320000 sec): 3 clusters
  Score: Raw -42811599.678499 + Penalty 4200.281847 = -42807399.396652
  nChanged 39736
		SP:Iteration 6F (25960.150000 sec): 3 clusters
  Score: Raw -42847990.462811 + Penalty 4200.281847 = -42843790.180964
  nChanged 37856
		SP:Iteration 7F (25962.020000 sec): 3 clusters
  Score: Raw -42886332.627531 + Penalty 4200.281847 = -42882132.345684
  nChanged 23812
		SP:Iteration 8F (25963.990000 sec): 3 clusters
  Score: Raw -42910403.710879 + Penalty 4200.281847 = -42906203.429032
  nChanged 9496
		SP:Iteration 9Q (25966.000000 sec): 3 clusters
  Score: Raw -42919389.046309 + Penalty 4200.281847 = -42915188.764462
  nChanged 2596
		SP:Iteration 10Q (25967.750000 sec): 3 clusters
  Score: Raw -42921703.204325 + Penalty 4200.281847 = -42917502.922478
  nChanged 604
		SP:Iteration 11Q (25969.290000 sec): 3 clusters
  Score: Raw -42922262.984641 + Penalty 4200.281847 = -42918062.702794
  nChanged 185
		SP:Iteration 12Q (25970.700000 sec): 3 clusters
  Score: Raw -42922454.151380 + Penalty 4200.281847 = -42918253.869533
  nChanged 74
		SP:Iteration 13Q (25972.380000 sec): 3 clusters
  Score: Raw -42922530.671437 + Penalty 4200.281847 = -42918330.389590
  nChanged 49
		SP:Iteration 14Q (25973.980000 sec): 3 clusters
  Score: Raw -42922579.258048 + Penalty 4200.281847 = -42918378.976201
  nChanged 33
		SP:Iteration 15Q (25975.480000 sec): 3 clusters
  Score: Raw -42922606.363258 + Penalty 4200.281847 = -42918406.081410
  nChanged 21
		SP:Iteration 16Q (25977.030000 sec): 3 clusters
  Score: Raw -42922623.294407 + Penalty 4200.281847 = -42918423.012560
  nChanged 11
		SP:Iteration 17Q (25978.380000 sec): 3 clusters
  Score: Raw -42922633.044789 + Penalty 4200.281847 = -42918432.762941
  nChanged 9
		SP:Iteration 18Q (25979.870000 sec): 3 clusters
  Score: Raw -42922640.121858 + Penalty 4200.281847 = -42918439.840011
  nChanged 10
		SP:Iteration 19Q (25981.360000 sec): 3 clusters
  Score: Raw -42922650.314523 + Penalty 4200.281847 = -42918450.032676
  nChanged 11
		SP:Iteration 20F (25983.150000 sec): 3 clusters
  Score: Raw -42922661.588457 + Penalty 4200.281847 = -42918461.306609
  nChanged 12
		SP:Iteration 21Q (25984.540000 sec): 3 clusters
  Score: Raw -42922671.795587 + Penalty 4200.281847 = -42918471.513740
  nChanged 9
		SP:Iteration 22Q (25986.150000 sec): 3 clusters
  Score: Raw -42922680.990274 + Penalty 4200.281847 = -42918480.708427
  nChanged 5
		SP:Iteration 23Q (25987.420000 sec): 3 clusters
  Score: Raw -42922684.229181 + Penalty 4200.281847 = -42918483.947334
  nChanged 3
		SP:Iteration 24Q (25988.900000 sec): 3 clusters
  Score: Raw -42922685.300980 + Penalty 4200.281847 = -42918485.019133
  nChanged 1
		SP:Iteration 25Q (25990.580000 sec): 3 clusters
  Score: Raw -42922686.638719 + Penalty 4200.281847 = -42918486.356872
  nChanged 1
		SP:Iteration 26Q (25992.060000 sec): 3 clusters
  Score: Raw -42922689.502309 + Penalty 4200.281847 = -42918489.220462
  nChanged 2
		SP:Iteration 27Q (25993.900000 sec): 3 clusters
  Score: Raw -42922691.528738 + Penalty 4200.281847 = -42918491.246891
  nChanged 1
		SP:Iteration 28Q (25995.680000 sec): 3 clusters
  Score: Raw -42922693.156621 + Penalty 4200.281847 = -42918492.874773
  nChanged 4
		SP:Iteration 29Q (25997.380000 sec): 3 clusters
  Score: Raw -42922697.206033 + Penalty 4200.281847 = -42918496.924185
  nChanged 3
		SP:Iteration 30Q (25999.010000 sec): 3 clusters
  Score: Raw -42922699.102818 + Penalty 4200.281847 = -42918498.820970
  nChanged 4
		SP:Iteration 31Q (26000.720000 sec): 3 clusters
  Score: Raw -42922702.340856 + Penalty 4200.281847 = -42918502.059009
  nChanged 4
		SP:Iteration 32Q (26002.430000 sec): 3 clusters
  Score: Raw -42922704.836757 + Penalty 4200.281847 = -42918504.554910
  nChanged 3
		SP:Iteration 33Q (26004.060000 sec): 3 clusters
  Score: Raw -42922708.488063 + Penalty 4200.281847 = -42918508.206215
  nChanged 4
		SP:Iteration 34Q (26005.740000 sec): 3 clusters
  Score: Raw -42922715.399996 + Penalty 4200.281847 = -42918515.118148
  nChanged 7
		SP:Iteration 35Q (26007.180000 sec): 3 clusters
  Score: Raw -42922720.921177 + Penalty 4200.281847 = -42918520.639329
  nChanged 4
		SP:Iteration 36Q (26008.510000 sec): 3 clusters
  Score: Raw -42922723.700218 + Penalty 4200.281847 = -42918523.418370
  nChanged 1
		SP:Iteration 37Q (26009.870000 sec): 3 clusters
  Score: Raw -42922724.171087 + Penalty 4200.281847 = -42918523.889240
  nChanged 0
		SP:Iteration 38F (26011.620000 sec): 3 clusters
  Score: Raw -42922724.171087 + Penalty 4200.281847 = -42918523.889240
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (12982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26011.950000 sec): 2 clusters
  Score: Raw -1322597.339793 + Penalty 1539.089348 = -1321058.250446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26012.210000 sec): 3 clusters
  Score: Raw -1314987.371873 + Penalty 3078.178695 = -1311909.193178
  nChanged 5787
		SP:Iteration 1F (26012.450000 sec): 3 clusters
  Score: Raw -1318102.036037 + Penalty 3078.178695 = -1315023.857342
  nChanged 800
		SP:Iteration 2F (26012.690000 sec): 3 clusters
  Score: Raw -1318459.705727 + Penalty 3078.178695 = -1315381.527032
  nChanged 703
		SP:Iteration 3F (26012.970000 sec): 3 clusters
  Score: Raw -1318780.553363 + Penalty 3078.178695 = -1315702.374668
  nChanged 674
		SP:Iteration 4F (26013.210000 sec): 3 clusters
  Score: Raw -1319100.254469 + Penalty 3078.178695 = -1316022.075774
  nChanged 660
		SP:Iteration 5F (26013.430000 sec): 3 clusters
  Score: Raw -1319399.011174 + Penalty 3078.178695 = -1316320.832479
  nChanged 577
		SP:Iteration 6Q (26013.700000 sec): 3 clusters
  Score: Raw -1319660.312988 + Penalty 3078.178695 = -1316582.134293
  nChanged 550
		SP:Iteration 7Q (26013.940000 sec): 3 clusters
  Score: Raw -1319927.141433 + Penalty 3078.178695 = -1316848.962738
  nChanged 574
		SP:Iteration 8Q (26014.140000 sec): 3 clusters
  Score: Raw -1320237.319794 + Penalty 3078.178695 = -1317159.141099
  nChanged 548
		SP:Iteration 9Q (26014.410000 sec): 3 clusters
  Score: Raw -1320586.762679 + Penalty 3078.178695 = -1317508.583984
  nChanged 542
		SP:Iteration 10Q (26014.620000 sec): 3 clusters
  Score: Raw -1320983.478827 + Penalty 3078.178695 = -1317905.300132
  nChanged 508
		SP:Iteration 11Q (26014.880000 sec): 3 clusters
  Score: Raw -1321332.239874 + Penalty 3078.178695 = -1318254.061179
  nChanged 429
		SP:Iteration 12Q (26015.130000 sec): 3 clusters
  Score: Raw -1321618.015761 + Penalty 3078.178695 = -1318539.837066
  nChanged 378
		SP:Iteration 13Q (26015.390000 sec): 3 clusters
  Score: Raw -1321909.414272 + Penalty 3078.178695 = -1318831.235577
  nChanged 313
		SP:Iteration 14Q (26015.660000 sec): 3 clusters
  Score: Raw -1322144.564273 + Penalty 3078.178695 = -1319066.385578
  nChanged 242
		SP:Iteration 15Q (26015.950000 sec): 3 clusters
  Score: Raw -1322311.784153 + Penalty 3078.178695 = -1319233.605458
  nChanged 189
		SP:Iteration 16Q (26016.220000 sec): 3 clusters
  Score: Raw -1322452.599851 + Penalty 3078.178695 = -1319374.421156
  nChanged 153
		SP:Iteration 17Q (26016.460000 sec): 3 clusters
  Score: Raw -1322547.264487 + Penalty 3078.178695 = -1319469.085792
  nChanged 130
		SP:Iteration 18Q (26016.710000 sec): 3 clusters
  Score: Raw -1322626.542265 + Penalty 3078.178695 = -1319548.363570
  nChanged 115
		SP:Iteration 19Q (26016.990000 sec): 3 clusters
  Score: Raw -1322682.659278 + Penalty 3078.178695 = -1319604.480583
  nChanged 107
		SP:Iteration 20F (26017.250000 sec): 3 clusters
  Score: Raw -1322726.708285 + Penalty 3078.178695 = -1319648.529590
  nChanged 89
		SP:Iteration 21Q (26017.470000 sec): 3 clusters
  Score: Raw -1322762.853921 + Penalty 3078.178695 = -1319684.675226
  nChanged 76
		SP:Iteration 22Q (26017.700000 sec): 3 clusters
  Score: Raw -1322799.771899 + Penalty 3078.178695 = -1319721.593204
  nChanged 74
		SP:Iteration 23Q (26017.950000 sec): 3 clusters
  Score: Raw -1322825.084884 + Penalty 3078.178695 = -1319746.906189
  nChanged 52
		SP:Iteration 24Q (26018.180000 sec): 3 clusters
  Score: Raw -1322840.989521 + Penalty 3078.178695 = -1319762.810826
  nChanged 47
		SP:Iteration 25Q (26018.420000 sec): 3 clusters
  Score: Raw -1322854.302309 + Penalty 3078.178695 = -1319776.123614
  nChanged 32
		SP:Iteration 26Q (26018.640000 sec): 3 clusters
  Score: Raw -1322863.502897 + Penalty 3078.178695 = -1319785.324202
  nChanged 31
		SP:Iteration 27Q (26018.880000 sec): 3 clusters
  Score: Raw -1322872.554075 + Penalty 3078.178695 = -1319794.375379
  nChanged 26
		SP:Iteration 28Q (26019.070000 sec): 3 clusters
  Score: Raw -1322878.799903 + Penalty 3078.178695 = -1319800.621208
  nChanged 26
		SP:Iteration 29Q (26019.320000 sec): 3 clusters
  Score: Raw -1322887.665204 + Penalty 3078.178695 = -1319809.486509
  nChanged 18
		SP:Iteration 30Q (26019.560000 sec): 3 clusters
  Score: Raw -1322892.138078 + Penalty 3078.178695 = -1319813.959383
  nChanged 13
		SP:Iteration 31Q (26019.760000 sec): 3 clusters
  Score: Raw -1322895.150104 + Penalty 3078.178695 = -1319816.971409
  nChanged 7
		SP:Iteration 32Q (26020.000000 sec): 3 clusters
  Score: Raw -1322896.551962 + Penalty 3078.178695 = -1319818.373267
  nChanged 8
		SP:Iteration 33Q (26020.220000 sec): 3 clusters
  Score: Raw -1322898.682691 + Penalty 3078.178695 = -1319820.503996
  nChanged 12
		SP:Iteration 34Q (26020.420000 sec): 3 clusters
  Score: Raw -1322901.342981 + Penalty 3078.178695 = -1319823.164286
  nChanged 11
		SP:Iteration 35Q (26020.650000 sec): 3 clusters
  Score: Raw -1322903.138707 + Penalty 3078.178695 = -1319824.960012
  nChanged 7
		SP:Iteration 36Q (26020.880000 sec): 3 clusters
  Score: Raw -1322904.595086 + Penalty 3078.178695 = -1319826.416391
  nChanged 11
		SP:Iteration 37Q (26021.100000 sec): 3 clusters
  Score: Raw -1322907.030764 + Penalty 3078.178695 = -1319828.852069
  nChanged 12
		SP:Iteration 38Q (26021.370000 sec): 3 clusters
  Score: Raw -1322910.053531 + Penalty 3078.178695 = -1319831.874836
  nChanged 7
		SP:Iteration 39Q (26021.610000 sec): 3 clusters
  Score: Raw -1322911.568379 + Penalty 3078.178695 = -1319833.389684
  nChanged 7
		SP:Iteration 40F (26021.880000 sec): 3 clusters
  Score: Raw -1322913.549851 + Penalty 3078.178695 = -1319835.371156
  nChanged 11
		SP:Iteration 41Q (26022.100000 sec): 3 clusters
  Score: Raw -1322915.644818 + Penalty 3078.178695 = -1319837.466123
  nChanged 7
		SP:Iteration 42Q (26022.320000 sec): 3 clusters
  Score: Raw -1322916.986546 + Penalty 3078.178695 = -1319838.807851
  nChanged 5
		SP:Iteration 43Q (26022.520000 sec): 3 clusters
  Score: Raw -1322917.812983 + Penalty 3078.178695 = -1319839.634288
  nChanged 6
		SP:Iteration 44Q (26022.750000 sec): 3 clusters
  Score: Raw -1322919.183810 + Penalty 3078.178695 = -1319841.005115
  nChanged 3
		SP:Iteration 45Q (26022.940000 sec): 3 clusters
  Score: Raw -1322919.868372 + Penalty 3078.178695 = -1319841.689677
  nChanged 3
		SP:Iteration 46Q (26023.170000 sec): 3 clusters
  Score: Raw -1322920.444194 + Penalty 3078.178695 = -1319842.265499
  nChanged 4
		SP:Iteration 47Q (26023.400000 sec): 3 clusters
  Score: Raw -1322921.166918 + Penalty 3078.178695 = -1319842.988223
  nChanged 5
		SP:Iteration 48Q (26023.620000 sec): 3 clusters
  Score: Raw -1322922.327194 + Penalty 3078.178695 = -1319844.148499
  nChanged 8
		SP:Iteration 49Q (26023.840000 sec): 3 clusters
  Score: Raw -1322924.230541 + Penalty 3078.178695 = -1319846.051846
  nChanged 5
		SP:Iteration 50Q (26024.010000 sec): 3 clusters
  Score: Raw -1322924.995986 + Penalty 3078.178695 = -1319846.817291
  nChanged 2
		SP:Iteration 51Q (26024.220000 sec): 3 clusters
  Score: Raw -1322925.477811 + Penalty 3078.178695 = -1319847.299116
  nChanged 2
		SP:Iteration 52Q (26024.440000 sec): 3 clusters
  Score: Raw -1322925.950847 + Penalty 3078.178695 = -1319847.772152
  nChanged 4
		SP:Iteration 53Q (26024.680000 sec): 3 clusters
  Score: Raw -1322927.035898 + Penalty 3078.178695 = -1319848.857203
  nChanged 6
		SP:Iteration 54Q (26024.960000 sec): 3 clusters
  Score: Raw -1322928.802173 + Penalty 3078.178695 = -1319850.623478
  nChanged 8
		SP:Iteration 55Q (26025.220000 sec): 3 clusters
  Score: Raw -1322930.630490 + Penalty 3078.178695 = -1319852.451795
  nChanged 8
		SP:Iteration 56Q (26025.450000 sec): 3 clusters
  Score: Raw -1322933.436242 + Penalty 3078.178695 = -1319855.257547
  nChanged 10
		SP:Iteration 57Q (26025.670000 sec): 3 clusters
  Score: Raw -1322936.405331 + Penalty 3078.178695 = -1319858.226636
  nChanged 5
		SP:Iteration 58Q (26025.890000 sec): 3 clusters
  Score: Raw -1322937.498560 + Penalty 3078.178695 = -1319859.319865
  nChanged 5
		SP:Iteration 59Q (26026.140000 sec): 3 clusters
  Score: Raw -1322938.313191 + Penalty 3078.178695 = -1319860.134496
  nChanged 4
		SP:Iteration 60F (26026.390000 sec): 3 clusters
  Score: Raw -1322938.820761 + Penalty 3078.178695 = -1319860.642066
  nChanged 1
		SP:Iteration 61Q (26026.580000 sec): 3 clusters
  Score: Raw -1322938.986160 + Penalty 3078.178695 = -1319860.807465
  nChanged 1
		SP:Iteration 62Q (26026.820000 sec): 3 clusters
  Score: Raw -1322939.105809 + Penalty 3078.178695 = -1319860.927113
  nChanged 0
		SP:Iteration 63F (26027.040000 sec): 3 clusters
  Score: Raw -1322939.105809 + Penalty 3078.178695 = -1319860.927113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26027.130000 sec): 2 clusters
  Score: Raw -129202.798180 + Penalty 1167.871416 = -128034.926764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26027.340000 sec): 3 clusters
  Score: Raw -128738.262854 + Penalty 2335.742832 = -126402.520022
  nChanged 420
		SP:Iteration 1F (26027.490000 sec): 3 clusters
  Score: Raw -129018.522746 + Penalty 2335.742832 = -126682.779914
  nChanged 84
		SP:Iteration 2F (26027.700000 sec): 3 clusters
  Score: Raw -129070.686611 + Penalty 2335.742832 = -126734.943779
  nChanged 45
		SP:Iteration 3Q (26027.890000 sec): 3 clusters
  Score: Raw -129118.586505 + Penalty 2335.742832 = -126782.843674
  nChanged 49
		SP:Iteration 4Q (26028.050000 sec): 3 clusters
  Score: Raw -129187.771503 + Penalty 2335.742832 = -126852.028671
  nChanged 49
		SP:Iteration 5Q (26028.250000 sec): 3 clusters
  Score: Raw -129250.756747 + Penalty 2335.742832 = -126915.013915
  nChanged 44
		SP:Iteration 6Q (26028.450000 sec): 3 clusters
  Score: Raw -129311.227853 + Penalty 2335.742832 = -126975.485021
  nChanged 53
		SP:Iteration 7Q (26028.670000 sec): 3 clusters
  Score: Raw -129379.451254 + Penalty 2335.742832 = -127043.708422
  nChanged 54
		SP:Iteration 8Q (26028.820000 sec): 3 clusters
  Score: Raw -129447.189285 + Penalty 2335.742832 = -127111.446454
  nChanged 57
		SP:Iteration 9Q (26029.000000 sec): 3 clusters
  Score: Raw -129511.253456 + Penalty 2335.742832 = -127175.510624
  nChanged 49
		SP:Iteration 10Q (26029.240000 sec): 3 clusters
  Score: Raw -129585.630611 + Penalty 2335.742832 = -127249.887779
  nChanged 54
		SP:Iteration 11Q (26029.400000 sec): 3 clusters
  Score: Raw -129682.604186 + Penalty 2335.742832 = -127346.861354
  nChanged 54
		SP:Iteration 12Q (26029.680000 sec): 3 clusters
  Score: Raw -129755.792106 + Penalty 2335.742832 = -127420.049274
  nChanged 30
		SP:Iteration 13Q (26029.780000 sec): 3 clusters
  Score: Raw -129786.447922 + Penalty 2335.742832 = -127450.705091
  nChanged 26
		SP:Iteration 14Q (26029.970000 sec): 3 clusters
  Score: Raw -129815.608612 + Penalty 2335.742832 = -127479.865781
  nChanged 15
		SP:Iteration 15Q (26030.140000 sec): 3 clusters
  Score: Raw -129839.583781 + Penalty 2335.742832 = -127503.840950
  nChanged 15
		SP:Iteration 16Q (26030.320000 sec): 3 clusters
  Score: Raw -129857.640763 + Penalty 2335.742832 = -127521.897932
  nChanged 17
		SP:Iteration 17Q (26030.510000 sec): 3 clusters
  Score: Raw -129877.775595 + Penalty 2335.742832 = -127542.032763
  nChanged 10
		SP:Iteration 18Q (26030.700000 sec): 3 clusters
  Score: Raw -129886.755924 + Penalty 2335.742832 = -127551.013092
  nChanged 7
		SP:Iteration 19Q (26030.880000 sec): 3 clusters
  Score: Raw -129896.691991 + Penalty 2335.742832 = -127560.949159
  nChanged 7
		SP:Iteration 20F (26031.120000 sec): 3 clusters
  Score: Raw -129904.334179 + Penalty 2335.742832 = -127568.591348
  nChanged 4
		SP:Iteration 21Q (26031.280000 sec): 3 clusters
  Score: Raw -129910.480784 + Penalty 2335.742832 = -127574.737952
  nChanged 6
		SP:Iteration 22Q (26031.450000 sec): 3 clusters
  Score: Raw -129920.683068 + Penalty 2335.742832 = -127584.940236
  nChanged 5
		SP:Iteration 23Q (26031.620000 sec): 3 clusters
  Score: Raw -129927.004326 + Penalty 2335.742832 = -127591.261494
  nChanged 5
		SP:Iteration 24Q (26031.830000 sec): 3 clusters
  Score: Raw -129934.297287 + Penalty 2335.742832 = -127598.554455
  nChanged 9
		SP:Iteration 25Q (26032.000000 sec): 3 clusters
  Score: Raw -129946.668884 + Penalty 2335.742832 = -127610.926053
  nChanged 6
		SP:Iteration 26Q (26032.210000 sec): 3 clusters
  Score: Raw -129953.678962 + Penalty 2335.742832 = -127617.936131
  nChanged 5
		SP:Iteration 27Q (26032.370000 sec): 3 clusters
  Score: Raw -129957.426642 + Penalty 2335.742832 = -127621.683811
  nChanged 4
		SP:Iteration 28Q (26032.550000 sec): 3 clusters
  Score: Raw -129961.372411 + Penalty 2335.742832 = -127625.629579
  nChanged 2
		SP:Iteration 29Q (26032.730000 sec): 3 clusters
  Score: Raw -129962.836287 + Penalty 2335.742832 = -127627.093456
  nChanged 0
		SP:Iteration 30F (26032.890000 sec): 3 clusters
  Score: Raw -129962.836287 + Penalty 2335.742832 = -127627.093456
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (36235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26033.150000 sec): 2 clusters
  Score: Raw -4017653.678476 + Penalty 1705.889377 = -4015947.789099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26033.480000 sec): 3 clusters
  Score: Raw -3995082.776394 + Penalty 3411.778754 = -3991670.997640
  nChanged 16677
		SP:Iteration 1F (26033.790000 sec): 3 clusters
  Score: Raw -4004311.348867 + Penalty 3411.778754 = -4000899.570113
  nChanged 1423
		SP:Iteration 2Q (26034.180000 sec): 3 clusters
  Score: Raw -4004710.834098 + Penalty 3411.778754 = -4001299.055344
  nChanged 1373
		SP:Iteration 3Q (26034.500000 sec): 3 clusters
  Score: Raw -4005154.810419 + Penalty 3411.778754 = -4001743.031665
  nChanged 1438
		SP:Iteration 4Q (26034.880000 sec): 3 clusters
  Score: Raw -4005722.939247 + Penalty 3411.778754 = -4002311.160493
  nChanged 1703
		SP:Iteration 5Q (26035.200000 sec): 3 clusters
  Score: Raw -4006569.972277 + Penalty 3411.778754 = -4003158.193523
  nChanged 2088
		SP:Iteration 6F (26035.590000 sec): 3 clusters
  Score: Raw -4007844.768271 + Penalty 3411.778754 = -4004432.989517
  nChanged 2543
		SP:Iteration 7F (26035.880000 sec): 3 clusters
  Score: Raw -4009741.885504 + Penalty 3411.778754 = -4006330.106750
  nChanged 2783
		SP:Iteration 8F (26036.250000 sec): 3 clusters
  Score: Raw -4012188.011798 + Penalty 3411.778754 = -4008776.233044
  nChanged 2510
		SP:Iteration 9F (26036.590000 sec): 3 clusters
  Score: Raw -4014578.130502 + Penalty 3411.778754 = -4011166.351748
  nChanged 1797
		SP:Iteration 10Q (26036.900000 sec): 3 clusters
  Score: Raw -4016312.794774 + Penalty 3411.778754 = -4012901.016020
  nChanged 952
		SP:Iteration 11Q (26037.250000 sec): 3 clusters
  Score: Raw -4017193.464621 + Penalty 3411.778754 = -4013781.685867
  nChanged 385
		SP:Iteration 12Q (26037.590000 sec): 3 clusters
  Score: Raw -4017563.832820 + Penalty 3411.778754 = -4014152.054066
  nChanged 141
		SP:Iteration 13Q (26037.930000 sec): 3 clusters
  Score: Raw -4017714.432550 + Penalty 3411.778754 = -4014302.653796
  nChanged 41
		SP:Iteration 14Q (26038.230000 sec): 3 clusters
  Score: Raw -4017781.060070 + Penalty 3411.778754 = -4014369.281316
  nChanged 18
		SP:Iteration 15Q (26038.540000 sec): 3 clusters
  Score: Raw -4017809.505839 + Penalty 3411.778754 = -4014397.727085
  nChanged 12
		SP:Iteration 16Q (26038.870000 sec): 3 clusters
  Score: Raw -4017830.713329 + Penalty 3411.778754 = -4014418.934575
  nChanged 9
		SP:Iteration 17Q (26039.200000 sec): 3 clusters
  Score: Raw -4017846.239741 + Penalty 3411.778754 = -4014434.460987
  nChanged 5
		SP:Iteration 18Q (26039.520000 sec): 3 clusters
  Score: Raw -4017850.448374 + Penalty 3411.778754 = -4014438.669620
  nChanged 2
		SP:Iteration 19Q (26039.880000 sec): 3 clusters
  Score: Raw -4017854.995112 + Penalty 3411.778754 = -4014443.216358
  nChanged 3
		SP:Iteration 20F (26040.220000 sec): 3 clusters
  Score: Raw -4017858.317948 + Penalty 3411.778754 = -4014446.539194
  nChanged 1
		SP:Iteration 21Q (26040.530000 sec): 3 clusters
  Score: Raw -4017858.500025 + Penalty 3411.778754 = -4014446.721271
  nChanged 0
		SP:Iteration 22F (26040.900000 sec): 3 clusters
  Score: Raw -4017858.500025 + Penalty 3411.778754 = -4014446.721271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26041.140000 sec): 2 clusters
  Score: Raw -3240660.828454 + Penalty 1685.051210 = -3238975.777243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26041.450000 sec): 3 clusters
  Score: Raw -3221007.219388 + Penalty 3370.102421 = -3217637.116967
  nChanged 14620
		SP:Iteration 1F (26041.790000 sec): 3 clusters
  Score: Raw -3229164.410558 + Penalty 3370.102421 = -3225794.308138
  nChanged 1731
		SP:Iteration 2F (26042.160000 sec): 3 clusters
  Score: Raw -3229927.191695 + Penalty 3370.102421 = -3226557.089274
  nChanged 1832
		SP:Iteration 3F (26042.550000 sec): 3 clusters
  Score: Raw -3230872.921063 + Penalty 3370.102421 = -3227502.818643
  nChanged 1974
		SP:Iteration 4F (26042.890000 sec): 3 clusters
  Score: Raw -3232089.875753 + Penalty 3370.102421 = -3228719.773332
  nChanged 2203
		SP:Iteration 5F (26043.190000 sec): 3 clusters
  Score: Raw -3233575.373226 + Penalty 3370.102421 = -3230205.270806
  nChanged 2120
		SP:Iteration 6F (26043.540000 sec): 3 clusters
  Score: Raw -3235184.143654 + Penalty 3370.102421 = -3231814.041233
  nChanged 1877
		SP:Iteration 7F (26043.850000 sec): 3 clusters
  Score: Raw -3236770.748193 + Penalty 3370.102421 = -3233400.645772
  nChanged 1558
		SP:Iteration 8Q (26044.190000 sec): 3 clusters
  Score: Raw -3238017.487687 + Penalty 3370.102421 = -3234647.385266
  nChanged 1178
		SP:Iteration 9Q (26044.510000 sec): 3 clusters
  Score: Raw -3238774.885628 + Penalty 3370.102421 = -3235404.783207
  nChanged 806
		SP:Iteration 10Q (26044.850000 sec): 3 clusters
  Score: Raw -3239153.283602 + Penalty 3370.102421 = -3235783.181182
  nChanged 572
		SP:Iteration 11Q (26045.180000 sec): 3 clusters
  Score: Raw -3239405.179884 + Penalty 3370.102421 = -3236035.077464
  nChanged 482
		SP:Iteration 12Q (26045.460000 sec): 3 clusters
  Score: Raw -3239576.522391 + Penalty 3370.102421 = -3236206.419971
  nChanged 396
		SP:Iteration 13Q (26045.780000 sec): 3 clusters
  Score: Raw -3239699.319006 + Penalty 3370.102421 = -3236329.216585
  nChanged 350
		SP:Iteration 14Q (26046.090000 sec): 3 clusters
  Score: Raw -3239807.798825 + Penalty 3370.102421 = -3236437.696405
  nChanged 316
		SP:Iteration 15Q (26046.430000 sec): 3 clusters
  Score: Raw -3239898.655637 + Penalty 3370.102421 = -3236528.553217
  nChanged 302
		SP:Iteration 16Q (26046.710000 sec): 3 clusters
  Score: Raw -3239975.154846 + Penalty 3370.102421 = -3236605.052426
  nChanged 262
		SP:Iteration 17Q (26047.090000 sec): 3 clusters
  Score: Raw -3240033.303964 + Penalty 3370.102421 = -3236663.201543
  nChanged 190
		SP:Iteration 18Q (26047.430000 sec): 3 clusters
  Score: Raw -3240071.343923 + Penalty 3370.102421 = -3236701.241502
  nChanged 180
		SP:Iteration 19Q (26047.770000 sec): 3 clusters
  Score: Raw -3240108.513954 + Penalty 3370.102421 = -3236738.411533
  nChanged 195
		SP:Iteration 20F (26048.110000 sec): 3 clusters
  Score: Raw -3240150.866146 + Penalty 3370.102421 = -3236780.763726
  nChanged 200
		SP:Iteration 21Q (26048.420000 sec): 3 clusters
  Score: Raw -3240194.653760 + Penalty 3370.102421 = -3236824.551339
  nChanged 180
		SP:Iteration 22Q (26048.780000 sec): 3 clusters
  Score: Raw -3240231.010759 + Penalty 3370.102421 = -3236860.908339
  nChanged 147
		SP:Iteration 23Q (26049.090000 sec): 3 clusters
  Score: Raw -3240260.405639 + Penalty 3370.102421 = -3236890.303219
  nChanged 149
		SP:Iteration 24Q (26049.490000 sec): 3 clusters
  Score: Raw -3240290.305333 + Penalty 3370.102421 = -3236920.202913
  nChanged 156
		SP:Iteration 25Q (26049.780000 sec): 3 clusters
  Score: Raw -3240319.491955 + Penalty 3370.102421 = -3236949.389535
  nChanged 148
		SP:Iteration 26Q (26050.080000 sec): 3 clusters
  Score: Raw -3240352.134010 + Penalty 3370.102421 = -3236982.031589
  nChanged 143
		SP:Iteration 27Q (26050.350000 sec): 3 clusters
  Score: Raw -3240385.247459 + Penalty 3370.102421 = -3237015.145039
  nChanged 159
		SP:Iteration 28Q (26050.650000 sec): 3 clusters
  Score: Raw -3240422.096662 + Penalty 3370.102421 = -3237051.994241
  nChanged 148
		SP:Iteration 29Q (26050.970000 sec): 3 clusters
  Score: Raw -3240458.456484 + Penalty 3370.102421 = -3237088.354064
  nChanged 158
		SP:Iteration 30Q (26051.260000 sec): 3 clusters
  Score: Raw -3240497.918161 + Penalty 3370.102421 = -3237127.815740
  nChanged 157
		SP:Iteration 31Q (26051.590000 sec): 3 clusters
  Score: Raw -3240540.248454 + Penalty 3370.102421 = -3237170.146033
  nChanged 155
		SP:Iteration 32Q (26051.880000 sec): 3 clusters
  Score: Raw -3240582.777690 + Penalty 3370.102421 = -3237212.675270
  nChanged 170
		SP:Iteration 33Q (26052.170000 sec): 3 clusters
  Score: Raw -3240626.542556 + Penalty 3370.102421 = -3237256.440135
  nChanged 171
		SP:Iteration 34Q (26052.530000 sec): 3 clusters
  Score: Raw -3240667.500897 + Penalty 3370.102421 = -3237297.398476
  nChanged 159
		SP:Iteration 35Q (26052.830000 sec): 3 clusters
  Score: Raw -3240710.368841 + Penalty 3370.102421 = -3237340.266420
  nChanged 146
		SP:Iteration 36Q (26053.130000 sec): 3 clusters
  Score: Raw -3240752.235852 + Penalty 3370.102421 = -3237382.133432
  nChanged 159
		SP:Iteration 37Q (26053.470000 sec): 3 clusters
  Score: Raw -3240797.810845 + Penalty 3370.102421 = -3237427.708424
  nChanged 165
		SP:Iteration 38Q (26053.780000 sec): 3 clusters
  Score: Raw -3240844.113410 + Penalty 3370.102421 = -3237474.010990
  nChanged 142
		SP:Iteration 39Q (26054.080000 sec): 3 clusters
  Score: Raw -3240879.007492 + Penalty 3370.102421 = -3237508.905072
  nChanged 139
		SP:Iteration 40F (26054.420000 sec): 3 clusters
  Score: Raw -3240913.955065 + Penalty 3370.102421 = -3237543.852645
  nChanged 139
		SP:Iteration 41Q (26054.730000 sec): 3 clusters
  Score: Raw -3240948.143557 + Penalty 3370.102421 = -3237578.041136
  nChanged 116
		SP:Iteration 42Q (26055.080000 sec): 3 clusters
  Score: Raw -3240976.828405 + Penalty 3370.102421 = -3237606.725985
  nChanged 106
		SP:Iteration 43Q (26055.380000 sec): 3 clusters
  Score: Raw -3241005.750805 + Penalty 3370.102421 = -3237635.648384
  nChanged 111
		SP:Iteration 44Q (26055.690000 sec): 3 clusters
  Score: Raw -3241035.713129 + Penalty 3370.102421 = -3237665.610709
  nChanged 109
		SP:Iteration 45Q (26056.070000 sec): 3 clusters
  Score: Raw -3241063.306259 + Penalty 3370.102421 = -3237693.203839
  nChanged 105
		SP:Iteration 46Q (26056.370000 sec): 3 clusters
  Score: Raw -3241090.219980 + Penalty 3370.102421 = -3237720.117560
  nChanged 100
		SP:Iteration 47Q (26056.730000 sec): 3 clusters
  Score: Raw -3241114.210011 + Penalty 3370.102421 = -3237744.107590
  nChanged 90
		SP:Iteration 48Q (26057.050000 sec): 3 clusters
  Score: Raw -3241135.043020 + Penalty 3370.102421 = -3237764.940600
  nChanged 108
		SP:Iteration 49Q (26057.320000 sec): 3 clusters
  Score: Raw -3241160.291883 + Penalty 3370.102421 = -3237790.189462
  nChanged 109
		SP:Iteration 50Q (26057.650000 sec): 3 clusters
  Score: Raw -3241193.179440 + Penalty 3370.102421 = -3237823.077020
  nChanged 105
		SP:Iteration 51Q (26057.920000 sec): 3 clusters
  Score: Raw -3241220.349949 + Penalty 3370.102421 = -3237850.247528
  nChanged 100
		SP:Iteration 52Q (26058.290000 sec): 3 clusters
  Score: Raw -3241251.269392 + Penalty 3370.102421 = -3237881.166971
  nChanged 114
		SP:Iteration 53Q (26058.590000 sec): 3 clusters
  Score: Raw -3241286.172099 + Penalty 3370.102421 = -3237916.069678
  nChanged 104
		SP:Iteration 54Q (26058.930000 sec): 3 clusters
  Score: Raw -3241323.399588 + Penalty 3370.102421 = -3237953.297168
  nChanged 106
		SP:Iteration 55Q (26059.260000 sec): 3 clusters
  Score: Raw -3241371.735757 + Penalty 3370.102421 = -3238001.633337
  nChanged 109
		SP:Iteration 56Q (26059.550000 sec): 3 clusters
  Score: Raw -3241426.677449 + Penalty 3370.102421 = -3238056.575028
  nChanged 124
		SP:Iteration 57Q (26059.850000 sec): 3 clusters
  Score: Raw -3241493.137805 + Penalty 3370.102421 = -3238123.035384
  nChanged 130
		SP:Iteration 58Q (26060.140000 sec): 3 clusters
  Score: Raw -3241590.387548 + Penalty 3370.102421 = -3238220.285127
  nChanged 152
		SP:Iteration 59Q (26060.430000 sec): 3 clusters
  Score: Raw -3241715.023905 + Penalty 3370.102421 = -3238344.921484
  nChanged 155
		SP:Iteration 60F (26060.750000 sec): 3 clusters
  Score: Raw -3241856.578636 + Penalty 3370.102421 = -3238486.476216
  nChanged 149
		SP:Iteration 61Q (26061.040000 sec): 3 clusters
  Score: Raw -3241981.390886 + Penalty 3370.102421 = -3238611.288465
  nChanged 111
		SP:Iteration 62Q (26061.340000 sec): 3 clusters
  Score: Raw -3242034.480370 + Penalty 3370.102421 = -3238664.377950
  nChanged 79
		SP:Iteration 63Q (26061.650000 sec): 3 clusters
  Score: Raw -3242059.903602 + Penalty 3370.102421 = -3238689.801181
  nChanged 54
		SP:Iteration 64Q (26062.000000 sec): 3 clusters
  Score: Raw -3242076.154300 + Penalty 3370.102421 = -3238706.051879
  nChanged 44
		SP:Iteration 65Q (26062.340000 sec): 3 clusters
  Score: Raw -3242085.644589 + Penalty 3370.102421 = -3238715.542169
  nChanged 27
		SP:Iteration 66Q (26062.720000 sec): 3 clusters
  Score: Raw -3242089.716332 + Penalty 3370.102421 = -3238719.613912
  nChanged 16
		SP:Iteration 67Q (26063.050000 sec): 3 clusters
  Score: Raw -3242091.960314 + Penalty 3370.102421 = -3238721.857894
  nChanged 17
		SP:Iteration 68Q (26063.380000 sec): 3 clusters
  Score: Raw -3242094.684153 + Penalty 3370.102421 = -3238724.581732
  nChanged 14
		SP:Iteration 69Q (26063.690000 sec): 3 clusters
  Score: Raw -3242096.239180 + Penalty 3370.102421 = -3238726.136759
  nChanged 9
		SP:Iteration 70Q (26064.050000 sec): 3 clusters
  Score: Raw -3242097.374599 + Penalty 3370.102421 = -3238727.272178
  nChanged 9
		SP:Iteration 71Q (26064.350000 sec): 3 clusters
  Score: Raw -3242098.675104 + Penalty 3370.102421 = -3238728.572683
  nChanged 4
		SP:Iteration 72Q (26064.600000 sec): 3 clusters
  Score: Raw -3242099.194137 + Penalty 3370.102421 = -3238729.091717
  nChanged 3
		SP:Iteration 73Q (26064.900000 sec): 3 clusters
  Score: Raw -3242099.581285 + Penalty 3370.102421 = -3238729.478865
  nChanged 1
		SP:Iteration 74Q (26065.220000 sec): 3 clusters
  Score: Raw -3242099.776567 + Penalty 3370.102421 = -3238729.674146
  nChanged 2
		SP:Iteration 75Q (26065.470000 sec): 3 clusters
  Score: Raw -3242099.960501 + Penalty 3370.102421 = -3238729.858080
  nChanged 0
		SP:Iteration 76F (26065.790000 sec): 3 clusters
  Score: Raw -3242099.960501 + Penalty 3370.102421 = -3238729.858080
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26065.920000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26066.060000 sec): 3 clusters
  Score: Raw -60341.894743 + Penalty 2081.699249 = -58260.195494
  nChanged 157
		SP:Iteration 1F (26066.250000 sec): 3 clusters
  Score: Raw -60619.096542 + Penalty 2081.699249 = -58537.397293
  nChanged 57
		SP:Iteration 2F (26066.420000 sec): 3 clusters
  Score: Raw -60802.014093 + Penalty 2081.699249 = -58720.314844
  nChanged 58
		SP:Iteration 3F (26066.610000 sec): 3 clusters
  Score: Raw -60992.855250 + Penalty 2081.699249 = -58911.156001
  nChanged 36
		SP:Iteration 4F (26066.820000 sec): 3 clusters
  Score: Raw -61089.926790 + Penalty 2081.699249 = -59008.227541
  nChanged 20
		SP:Iteration 5Q (26066.990000 sec): 3 clusters
  Score: Raw -61141.893913 + Penalty 2081.699249 = -59060.194664
  nChanged 19
		SP:Iteration 6Q (26067.210000 sec): 3 clusters
  Score: Raw -61190.663132 + Penalty 2081.699249 = -59108.963883
  nChanged 9
		SP:Iteration 7Q (26067.410000 sec): 3 clusters
  Score: Raw -61212.543857 + Penalty 2081.699249 = -59130.844608
  nChanged 5
		SP:Iteration 8Q (26067.600000 sec): 3 clusters
  Score: Raw -61225.718653 + Penalty 2081.699249 = -59144.019404
  nChanged 5
		SP:Iteration 9Q (26067.790000 sec): 3 clusters
  Score: Raw -61237.378895 + Penalty 2081.699249 = -59155.679646
  nChanged 3
		SP:Iteration 10Q (26067.990000 sec): 3 clusters
  Score: Raw -61242.902001 + Penalty 2081.699249 = -59161.202752
  nChanged 3
		SP:Iteration 11Q (26068.200000 sec): 3 clusters
  Score: Raw -61247.539557 + Penalty 2081.699249 = -59165.840308
  nChanged 0
		SP:Iteration 12F (26068.340000 sec): 3 clusters
  Score: Raw -61247.539557 + Penalty 2081.699249 = -59165.840308
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26068.480000 sec): 2 clusters
  Score: Raw -1504248.417001 + Penalty 1553.627717 = -1502694.789283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26068.780000 sec): 3 clusters
  Score: Raw -1495885.637601 + Penalty 3107.255435 = -1492778.382166
  nChanged 6300
		SP:Iteration 1F (26069.050000 sec): 3 clusters
  Score: Raw -1499586.744392 + Penalty 3107.255435 = -1496479.488957
  nChanged 964
		SP:Iteration 2F (26069.320000 sec): 3 clusters
  Score: Raw -1500099.185543 + Penalty 3107.255435 = -1496991.930108
  nChanged 902
		SP:Iteration 3F (26069.550000 sec): 3 clusters
  Score: Raw -1500592.854295 + Penalty 3107.255435 = -1497485.598860
  nChanged 885
		SP:Iteration 4F (26069.830000 sec): 3 clusters
  Score: Raw -1501085.419181 + Penalty 3107.255435 = -1497978.163746
  nChanged 798
		SP:Iteration 5F (26070.050000 sec): 3 clusters
  Score: Raw -1501548.739591 + Penalty 3107.255435 = -1498441.484156
  nChanged 765
		SP:Iteration 6F (26070.360000 sec): 3 clusters
  Score: Raw -1502010.795624 + Penalty 3107.255435 = -1498903.540189
  nChanged 668
		SP:Iteration 7Q (26070.620000 sec): 3 clusters
  Score: Raw -1502434.849783 + Penalty 3107.255435 = -1499327.594348
  nChanged 608
		SP:Iteration 8Q (26070.840000 sec): 3 clusters
  Score: Raw -1502843.120925 + Penalty 3107.255435 = -1499735.865490
  nChanged 533
		SP:Iteration 9Q (26071.080000 sec): 3 clusters
  Score: Raw -1503217.328666 + Penalty 3107.255435 = -1500110.073231
  nChanged 470
		SP:Iteration 10Q (26071.360000 sec): 3 clusters
  Score: Raw -1503582.837977 + Penalty 3107.255435 = -1500475.582542
  nChanged 366
		SP:Iteration 11Q (26071.610000 sec): 3 clusters
  Score: Raw -1503880.473362 + Penalty 3107.255435 = -1500773.217927
  nChanged 262
		SP:Iteration 12Q (26071.890000 sec): 3 clusters
  Score: Raw -1504091.394263 + Penalty 3107.255435 = -1500984.138828
  nChanged 169
		SP:Iteration 13Q (26072.150000 sec): 3 clusters
  Score: Raw -1504234.472298 + Penalty 3107.255435 = -1501127.216863
  nChanged 104
		SP:Iteration 14Q (26072.440000 sec): 3 clusters
  Score: Raw -1504327.272882 + Penalty 3107.255435 = -1501220.017447
  nChanged 76
		SP:Iteration 15Q (26072.710000 sec): 3 clusters
  Score: Raw -1504403.506866 + Penalty 3107.255435 = -1501296.251432
  nChanged 52
		SP:Iteration 16Q (26072.950000 sec): 3 clusters
  Score: Raw -1504456.796194 + Penalty 3107.255435 = -1501349.540759
  nChanged 41
		SP:Iteration 17Q (26073.200000 sec): 3 clusters
  Score: Raw -1504493.309107 + Penalty 3107.255435 = -1501386.053672
  nChanged 26
		SP:Iteration 18Q (26073.450000 sec): 3 clusters
  Score: Raw -1504523.786595 + Penalty 3107.255435 = -1501416.531160
  nChanged 32
		SP:Iteration 19Q (26073.670000 sec): 3 clusters
  Score: Raw -1504553.744240 + Penalty 3107.255435 = -1501446.488805
  nChanged 19
		SP:Iteration 20F (26073.950000 sec): 3 clusters
  Score: Raw -1504578.611984 + Penalty 3107.255435 = -1501471.356549
  nChanged 17
		SP:Iteration 21Q (26074.170000 sec): 3 clusters
  Score: Raw -1504593.381680 + Penalty 3107.255435 = -1501486.126245
  nChanged 8
		SP:Iteration 22Q (26074.390000 sec): 3 clusters
  Score: Raw -1504604.644063 + Penalty 3107.255435 = -1501497.388628
  nChanged 16
		SP:Iteration 23Q (26074.640000 sec): 3 clusters
  Score: Raw -1504625.463947 + Penalty 3107.255435 = -1501518.208512
  nChanged 15
		SP:Iteration 24Q (26074.890000 sec): 3 clusters
  Score: Raw -1504639.882153 + Penalty 3107.255435 = -1501532.626718
  nChanged 6
		SP:Iteration 25Q (26075.200000 sec): 3 clusters
  Score: Raw -1504642.934346 + Penalty 3107.255435 = -1501535.678911
  nChanged 4
		SP:Iteration 26Q (26075.380000 sec): 3 clusters
  Score: Raw -1504646.452931 + Penalty 3107.255435 = -1501539.197497
  nChanged 3
		SP:Iteration 27Q (26075.620000 sec): 3 clusters
  Score: Raw -1504651.418456 + Penalty 3107.255435 = -1501544.163022
  nChanged 3
		SP:Iteration 28Q (26075.870000 sec): 3 clusters
  Score: Raw -1504654.147833 + Penalty 3107.255435 = -1501546.892398
  nChanged 3
		SP:Iteration 29Q (26076.110000 sec): 3 clusters
  Score: Raw -1504655.275143 + Penalty 3107.255435 = -1501548.019708
  nChanged 0
		SP:Iteration 30F (26076.390000 sec): 3 clusters
  Score: Raw -1504655.275143 + Penalty 3107.255435 = -1501548.019708
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26076.580000 sec): 2 clusters
  Score: Raw -2487595.139180 + Penalty 1638.387821 = -2485956.751359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26076.920000 sec): 3 clusters
  Score: Raw -2473073.743451 + Penalty 3276.775643 = -2469796.967808
  nChanged 10907
		SP:Iteration 1F (26077.240000 sec): 3 clusters
  Score: Raw -2479449.218509 + Penalty 3276.775643 = -2476172.442867
  nChanged 1608
		SP:Iteration 2F (26077.520000 sec): 3 clusters
  Score: Raw -2480392.053523 + Penalty 3276.775643 = -2477115.277881
  nChanged 1744
		SP:Iteration 3F (26077.820000 sec): 3 clusters
  Score: Raw -2481479.833139 + Penalty 3276.775643 = -2478203.057496
  nChanged 1735
		SP:Iteration 4F (26078.160000 sec): 3 clusters
  Score: Raw -2482577.499534 + Penalty 3276.775643 = -2479300.723892
  nChanged 1556
		SP:Iteration 5F (26078.450000 sec): 3 clusters
  Score: Raw -2483553.439231 + Penalty 3276.775643 = -2480276.663588
  nChanged 1352
		SP:Iteration 6F (26078.760000 sec): 3 clusters
  Score: Raw -2484381.294221 + Penalty 3276.775643 = -2481104.518579
  nChanged 1140
		SP:Iteration 7Q (26079.050000 sec): 3 clusters
  Score: Raw -2485075.099963 + Penalty 3276.775643 = -2481798.324320
  nChanged 907
		SP:Iteration 8Q (26079.390000 sec): 3 clusters
  Score: Raw -2485624.056565 + Penalty 3276.775643 = -2482347.280922
  nChanged 751
		SP:Iteration 9Q (26079.680000 sec): 3 clusters
  Score: Raw -2486088.396576 + Penalty 3276.775643 = -2482811.620934
  nChanged 652
		SP:Iteration 10Q (26080.030000 sec): 3 clusters
  Score: Raw -2486494.195377 + Penalty 3276.775643 = -2483217.419734
  nChanged 550
		SP:Iteration 11Q (26080.320000 sec): 3 clusters
  Score: Raw -2486839.809303 + Penalty 3276.775643 = -2483563.033660
  nChanged 449
		SP:Iteration 12Q (26080.630000 sec): 3 clusters
  Score: Raw -2487105.828495 + Penalty 3276.775643 = -2483829.052852
  nChanged 344
		SP:Iteration 13Q (26080.940000 sec): 3 clusters
  Score: Raw -2487311.798706 + Penalty 3276.775643 = -2484035.023063
  nChanged 252
		SP:Iteration 14Q (26081.220000 sec): 3 clusters
  Score: Raw -2487466.942910 + Penalty 3276.775643 = -2484190.167267
  nChanged 203
		SP:Iteration 15Q (26081.550000 sec): 3 clusters
  Score: Raw -2487579.625785 + Penalty 3276.775643 = -2484302.850143
  nChanged 150
		SP:Iteration 16Q (26081.850000 sec): 3 clusters
  Score: Raw -2487656.195644 + Penalty 3276.775643 = -2484379.420001
  nChanged 107
		SP:Iteration 17Q (26082.150000 sec): 3 clusters
  Score: Raw -2487713.755623 + Penalty 3276.775643 = -2484436.979980
  nChanged 84
		SP:Iteration 18Q (26082.420000 sec): 3 clusters
  Score: Raw -2487755.875115 + Penalty 3276.775643 = -2484479.099473
  nChanged 59
		SP:Iteration 19Q (26082.730000 sec): 3 clusters
  Score: Raw -2487785.434256 + Penalty 3276.775643 = -2484508.658614
  nChanged 46
		SP:Iteration 20F (26082.990000 sec): 3 clusters
  Score: Raw -2487804.219751 + Penalty 3276.775643 = -2484527.444109
  nChanged 34
		SP:Iteration 21Q (26083.280000 sec): 3 clusters
  Score: Raw -2487821.364997 + Penalty 3276.775643 = -2484544.589354
  nChanged 31
		SP:Iteration 22Q (26083.590000 sec): 3 clusters
  Score: Raw -2487836.119456 + Penalty 3276.775643 = -2484559.343814
  nChanged 17
		SP:Iteration 23Q (26083.910000 sec): 3 clusters
  Score: Raw -2487844.049180 + Penalty 3276.775643 = -2484567.273537
  nChanged 20
		SP:Iteration 24Q (26084.190000 sec): 3 clusters
  Score: Raw -2487853.193928 + Penalty 3276.775643 = -2484576.418285
  nChanged 13
		SP:Iteration 25Q (26084.480000 sec): 3 clusters
  Score: Raw -2487859.436222 + Penalty 3276.775643 = -2484582.660579
  nChanged 15
		SP:Iteration 26Q (26084.730000 sec): 3 clusters
  Score: Raw -2487866.930557 + Penalty 3276.775643 = -2484590.154914
  nChanged 13
		SP:Iteration 27Q (26085.030000 sec): 3 clusters
  Score: Raw -2487872.752152 + Penalty 3276.775643 = -2484595.976509
  nChanged 13
		SP:Iteration 28Q (26085.350000 sec): 3 clusters
  Score: Raw -2487878.210142 + Penalty 3276.775643 = -2484601.434499
  nChanged 10
		SP:Iteration 29Q (26085.600000 sec): 3 clusters
  Score: Raw -2487881.120094 + Penalty 3276.775643 = -2484604.344452
  nChanged 6
		SP:Iteration 30Q (26085.890000 sec): 3 clusters
  Score: Raw -2487884.183552 + Penalty 3276.775643 = -2484607.407909
  nChanged 5
		SP:Iteration 31Q (26086.140000 sec): 3 clusters
  Score: Raw -2487886.756247 + Penalty 3276.775643 = -2484609.980604
  nChanged 8
		SP:Iteration 32Q (26086.460000 sec): 3 clusters
  Score: Raw -2487891.328333 + Penalty 3276.775643 = -2484614.552691
  nChanged 7
		SP:Iteration 33Q (26086.690000 sec): 3 clusters
  Score: Raw -2487894.313704 + Penalty 3276.775643 = -2484617.538061
  nChanged 5
		SP:Iteration 34Q (26086.970000 sec): 3 clusters
  Score: Raw -2487895.760491 + Penalty 3276.775643 = -2484618.984848
  nChanged 6
		SP:Iteration 35Q (26087.240000 sec): 3 clusters
  Score: Raw -2487897.307793 + Penalty 3276.775643 = -2484620.532151
  nChanged 2
		SP:Iteration 36Q (26087.490000 sec): 3 clusters
  Score: Raw -2487897.844030 + Penalty 3276.775643 = -2484621.068387
  nChanged 1
		SP:Iteration 37Q (26087.760000 sec): 3 clusters
  Score: Raw -2487898.538662 + Penalty 3276.775643 = -2484621.763019
  nChanged 5
		SP:Iteration 38Q (26088.030000 sec): 3 clusters
  Score: Raw -2487900.319051 + Penalty 3276.775643 = -2484623.543408
  nChanged 6
		SP:Iteration 39Q (26088.350000 sec): 3 clusters
  Score: Raw -2487902.673232 + Penalty 3276.775643 = -2484625.897589
  nChanged 5
		SP:Iteration 40F (26088.620000 sec): 3 clusters
  Score: Raw -2487905.247396 + Penalty 3276.775643 = -2484628.471754
  nChanged 4
		SP:Iteration 41Q (26088.890000 sec): 3 clusters
  Score: Raw -2487906.890749 + Penalty 3276.775643 = -2484630.115106
  nChanged 5
		SP:Iteration 42Q (26089.130000 sec): 3 clusters
  Score: Raw -2487908.928775 + Penalty 3276.775643 = -2484632.153132
  nChanged 2
		SP:Iteration 43Q (26089.400000 sec): 3 clusters
  Score: Raw -2487909.504065 + Penalty 3276.775643 = -2484632.728423
  nChanged 2
		SP:Iteration 44Q (26089.670000 sec): 3 clusters
  Score: Raw -2487910.223421 + Penalty 3276.775643 = -2484633.447779
  nChanged 2
		SP:Iteration 45Q (26089.900000 sec): 3 clusters
  Score: Raw -2487910.799075 + Penalty 3276.775643 = -2484634.023432
  nChanged 0
		SP:Iteration 46F (26090.130000 sec): 3 clusters
  Score: Raw -2487910.799075 + Penalty 3276.775643 = -2484634.023432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26090.260000 sec): 2 clusters
  Score: Raw -435494.564750 + Penalty 1368.646964 = -434125.917786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26090.470000 sec): 3 clusters
  Score: Raw -433242.654320 + Penalty 2737.293928 = -430505.360392
  nChanged 1832
		SP:Iteration 1F (26090.660000 sec): 3 clusters
  Score: Raw -434461.453839 + Penalty 2737.293928 = -431724.159911
  nChanged 397
		SP:Iteration 2F (26090.850000 sec): 3 clusters
  Score: Raw -434743.155621 + Penalty 2737.293928 = -432005.861693
  nChanged 316
		SP:Iteration 3F (26090.970000 sec): 3 clusters
  Score: Raw -434990.340615 + Penalty 2737.293928 = -432253.046687
  nChanged 261
		SP:Iteration 4F (26091.120000 sec): 3 clusters
  Score: Raw -435193.985418 + Penalty 2737.293928 = -432456.691491
  nChanged 230
		SP:Iteration 5F (26091.280000 sec): 3 clusters
  Score: Raw -435374.842439 + Penalty 2737.293928 = -432637.548511
  nChanged 215
		SP:Iteration 6Q (26091.470000 sec): 3 clusters
  Score: Raw -435567.403447 + Penalty 2737.293928 = -432830.109519
  nChanged 194
		SP:Iteration 7Q (26091.640000 sec): 3 clusters
  Score: Raw -435749.594964 + Penalty 2737.293928 = -433012.301036
  nChanged 152
		SP:Iteration 8Q (26091.810000 sec): 3 clusters
  Score: Raw -435861.073061 + Penalty 2737.293928 = -433123.779133
  nChanged 110
		SP:Iteration 9Q (26091.970000 sec): 3 clusters
  Score: Raw -435923.716476 + Penalty 2737.293928 = -433186.422548
  nChanged 78
		SP:Iteration 10Q (26092.140000 sec): 3 clusters
  Score: Raw -435971.584640 + Penalty 2737.293928 = -433234.290712
  nChanged 58
		SP:Iteration 11Q (26092.330000 sec): 3 clusters
  Score: Raw -435996.808023 + Penalty 2737.293928 = -433259.514095
  nChanged 52
		SP:Iteration 12Q (26092.540000 sec): 3 clusters
  Score: Raw -436017.611234 + Penalty 2737.293928 = -433280.317306
  nChanged 36
		SP:Iteration 13Q (26092.720000 sec): 3 clusters
  Score: Raw -436033.118719 + Penalty 2737.293928 = -433295.824791
  nChanged 28
		SP:Iteration 14Q (26092.890000 sec): 3 clusters
  Score: Raw -436043.315041 + Penalty 2737.293928 = -433306.021113
  nChanged 28
		SP:Iteration 15Q (26093.140000 sec): 3 clusters
  Score: Raw -436051.083527 + Penalty 2737.293928 = -433313.789599
  nChanged 19
		SP:Iteration 16Q (26093.300000 sec): 3 clusters
  Score: Raw -436056.736253 + Penalty 2737.293928 = -433319.442325
  nChanged 11
		SP:Iteration 17Q (26093.520000 sec): 3 clusters
  Score: Raw -436059.637858 + Penalty 2737.293928 = -433322.343930
  nChanged 9
		SP:Iteration 18Q (26093.700000 sec): 3 clusters
  Score: Raw -436061.479420 + Penalty 2737.293928 = -433324.185492
  nChanged 6
		SP:Iteration 19Q (26093.900000 sec): 3 clusters
  Score: Raw -436062.791662 + Penalty 2737.293928 = -433325.497734
  nChanged 3
		SP:Iteration 20F (26094.060000 sec): 3 clusters
  Score: Raw -436063.831300 + Penalty 2737.293928 = -433326.537372
  nChanged 3
		SP:Iteration 21Q (26094.280000 sec): 3 clusters
  Score: Raw -436066.165325 + Penalty 2737.293928 = -433328.871397
  nChanged 6
		SP:Iteration 22Q (26094.450000 sec): 3 clusters
  Score: Raw -436067.883618 + Penalty 2737.293928 = -433330.589690
  nChanged 8
		SP:Iteration 23Q (26094.650000 sec): 3 clusters
  Score: Raw -436070.190992 + Penalty 2737.293928 = -433332.897064
  nChanged 9
		SP:Iteration 24Q (26094.830000 sec): 3 clusters
  Score: Raw -436072.806639 + Penalty 2737.293928 = -433335.512711
  nChanged 8
		SP:Iteration 25Q (26095.020000 sec): 3 clusters
  Score: Raw -436074.986884 + Penalty 2737.293928 = -433337.692956
  nChanged 6
		SP:Iteration 26Q (26095.200000 sec): 3 clusters
  Score: Raw -436076.025866 + Penalty 2737.293928 = -433338.731938
  nChanged 1
		SP:Iteration 27Q (26095.390000 sec): 3 clusters
  Score: Raw -436076.228140 + Penalty 2737.293928 = -433338.934212
  nChanged 1
		SP:Iteration 28Q (26095.590000 sec): 3 clusters
  Score: Raw -436076.646330 + Penalty 2737.293928 = -433339.352402
  nChanged 2
		SP:Iteration 29Q (26095.780000 sec): 3 clusters
  Score: Raw -436077.692883 + Penalty 2737.293928 = -433340.398955
  nChanged 6
		SP:Iteration 30Q (26095.980000 sec): 3 clusters
  Score: Raw -436080.111050 + Penalty 2737.293928 = -433342.817122
  nChanged 6
		SP:Iteration 31Q (26096.140000 sec): 3 clusters
  Score: Raw -436082.552348 + Penalty 2737.293928 = -433345.258420
  nChanged 7
		SP:Iteration 32Q (26096.270000 sec): 3 clusters
  Score: Raw -436084.148211 + Penalty 2737.293928 = -433346.854284
  nChanged 4
		SP:Iteration 33Q (26096.400000 sec): 3 clusters
  Score: Raw -436084.703255 + Penalty 2737.293928 = -433347.409327
  nChanged 3
		SP:Iteration 34Q (26096.600000 sec): 3 clusters
  Score: Raw -436085.176541 + Penalty 2737.293928 = -433347.882613
  nChanged 4
		SP:Iteration 35Q (26096.810000 sec): 3 clusters
  Score: Raw -436086.590205 + Penalty 2737.293928 = -433349.296278
  nChanged 3
		SP:Iteration 36Q (26097.010000 sec): 3 clusters
  Score: Raw -436087.176911 + Penalty 2737.293928 = -433349.882983
  nChanged 2
		SP:Iteration 37Q (26097.200000 sec): 3 clusters
  Score: Raw -436087.432034 + Penalty 2737.293928 = -433350.138106
  nChanged 0
		SP:Iteration 38F (26097.380000 sec): 3 clusters
  Score: Raw -436087.432034 + Penalty 2737.293928 = -433350.138106
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26097.580000 sec): 2 clusters
  Score: Raw -2164324.780908 + Penalty 1613.138921 = -2162711.641987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26097.860000 sec): 3 clusters
  Score: Raw -2151949.456889 + Penalty 3226.277843 = -2148723.179047
  nChanged 9321
		SP:Iteration 1F (26098.140000 sec): 3 clusters
  Score: Raw -2157082.527997 + Penalty 3226.277843 = -2153856.250154
  nChanged 1053
		SP:Iteration 2F (26098.450000 sec): 3 clusters
  Score: Raw -2157441.988668 + Penalty 3226.277843 = -2154215.710825
  nChanged 948
		SP:Iteration 3Q (26098.670000 sec): 3 clusters
  Score: Raw -2157774.452384 + Penalty 3226.277843 = -2154548.174542
  nChanged 915
		SP:Iteration 4Q (26098.870000 sec): 3 clusters
  Score: Raw -2158104.966968 + Penalty 3226.277843 = -2154878.689125
  nChanged 964
		SP:Iteration 5Q (26099.130000 sec): 3 clusters
  Score: Raw -2158504.301235 + Penalty 3226.277843 = -2155278.023392
  nChanged 1035
		SP:Iteration 6F (26099.390000 sec): 3 clusters
  Score: Raw -2158991.882239 + Penalty 3226.277843 = -2155765.604396
  nChanged 1089
		SP:Iteration 7F (26099.610000 sec): 3 clusters
  Score: Raw -2159574.041361 + Penalty 3226.277843 = -2156347.763518
  nChanged 1114
		SP:Iteration 8F (26099.890000 sec): 3 clusters
  Score: Raw -2160248.253833 + Penalty 3226.277843 = -2157021.975990
  nChanged 1149
		SP:Iteration 9F (26100.150000 sec): 3 clusters
  Score: Raw -2161062.701644 + Penalty 3226.277843 = -2157836.423801
  nChanged 1112
		SP:Iteration 10F (26100.430000 sec): 3 clusters
  Score: Raw -2161922.298343 + Penalty 3226.277843 = -2158696.020500
  nChanged 997
		SP:Iteration 11Q (26100.690000 sec): 3 clusters
  Score: Raw -2162792.726000 + Penalty 3226.277843 = -2159566.448157
  nChanged 792
		SP:Iteration 12Q (26100.930000 sec): 3 clusters
  Score: Raw -2163506.680595 + Penalty 3226.277843 = -2160280.402752
  nChanged 495
		SP:Iteration 13Q (26101.200000 sec): 3 clusters
  Score: Raw -2163943.306432 + Penalty 3226.277843 = -2160717.028589
  nChanged 273
		SP:Iteration 14Q (26101.470000 sec): 3 clusters
  Score: Raw -2164181.144653 + Penalty 3226.277843 = -2160954.866810
  nChanged 146
		SP:Iteration 15Q (26101.700000 sec): 3 clusters
  Score: Raw -2164334.335636 + Penalty 3226.277843 = -2161108.057793
  nChanged 83
		SP:Iteration 16Q (26101.960000 sec): 3 clusters
  Score: Raw -2164417.837281 + Penalty 3226.277843 = -2161191.559438
  nChanged 52
		SP:Iteration 17Q (26102.210000 sec): 3 clusters
  Score: Raw -2164473.191236 + Penalty 3226.277843 = -2161246.913393
  nChanged 24
		SP:Iteration 18Q (26102.410000 sec): 3 clusters
  Score: Raw -2164499.690919 + Penalty 3226.277843 = -2161273.413076
  nChanged 14
		SP:Iteration 19Q (26102.660000 sec): 3 clusters
  Score: Raw -2164515.777469 + Penalty 3226.277843 = -2161289.499626
  nChanged 11
		SP:Iteration 20F (26102.950000 sec): 3 clusters
  Score: Raw -2164531.773094 + Penalty 3226.277843 = -2161305.495251
  nChanged 9
		SP:Iteration 21Q (26103.170000 sec): 3 clusters
  Score: Raw -2164539.702975 + Penalty 3226.277843 = -2161313.425132
  nChanged 3
		SP:Iteration 22Q (26103.430000 sec): 3 clusters
  Score: Raw -2164542.274124 + Penalty 3226.277843 = -2161315.996281
  nChanged 3
		SP:Iteration 23Q (26103.670000 sec): 3 clusters
  Score: Raw -2164544.726968 + Penalty 3226.277843 = -2161318.449125
  nChanged 6
		SP:Iteration 24Q (26103.920000 sec): 3 clusters
  Score: Raw -2164548.804075 + Penalty 3226.277843 = -2161322.526232
  nChanged 2
		SP:Iteration 25Q (26104.180000 sec): 3 clusters
  Score: Raw -2164551.211097 + Penalty 3226.277843 = -2161324.933254
  nChanged 2
		SP:Iteration 26Q (26104.400000 sec): 3 clusters
  Score: Raw -2164554.997365 + Penalty 3226.277843 = -2161328.719522
  nChanged 2
		SP:Iteration 27Q (26104.680000 sec): 3 clusters
  Score: Raw -2164557.060065 + Penalty 3226.277843 = -2161330.782222
  nChanged 3
		SP:Iteration 28Q (26104.960000 sec): 3 clusters
  Score: Raw -2164559.689037 + Penalty 3226.277843 = -2161333.411194
  nChanged 2
		SP:Iteration 29Q (26105.190000 sec): 3 clusters
  Score: Raw -2164562.121334 + Penalty 3226.277843 = -2161335.843491
  nChanged 2
		SP:Iteration 30Q (26105.460000 sec): 3 clusters
  Score: Raw -2164564.186418 + Penalty 3226.277843 = -2161337.908575
  nChanged 0
		SP:Iteration 31F (26105.670000 sec): 3 clusters
  Score: Raw -2164564.186418 + Penalty 3226.277843 = -2161337.908575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26106.180000 sec): 2 clusters
  Score: Raw -10996971.879063 + Penalty 1874.913661 = -10995096.965402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26106.760000 sec): 3 clusters
  Score: Raw -10930341.168171 + Penalty 3749.827323 = -10926591.340849
  nChanged 49060
		SP:Iteration 1F (26107.310000 sec): 3 clusters
  Score: Raw -10958422.171164 + Penalty 3749.827323 = -10954672.343841
  nChanged 3474
		SP:Iteration 2Q (26107.930000 sec): 3 clusters
  Score: Raw -10959242.591313 + Penalty 3749.827323 = -10955492.763990
  nChanged 3818
		SP:Iteration 3Q (26108.570000 sec): 3 clusters
  Score: Raw -10960376.432049 + Penalty 3749.827323 = -10956626.604726
  nChanged 4502
		SP:Iteration 4Q (26109.230000 sec): 3 clusters
  Score: Raw -10962028.000745 + Penalty 3749.827323 = -10958278.173422
  nChanged 5411
		SP:Iteration 5F (26109.840000 sec): 3 clusters
  Score: Raw -10964417.766251 + Penalty 3749.827323 = -10960667.938928
  nChanged 6127
		SP:Iteration 6F (26110.500000 sec): 3 clusters
  Score: Raw -10967583.626882 + Penalty 3749.827323 = -10963833.799559
  nChanged 6620
		SP:Iteration 7F (26111.150000 sec): 3 clusters
  Score: Raw -10971268.262569 + Penalty 3749.827323 = -10967518.435247
  nChanged 6284
		SP:Iteration 8F (26111.750000 sec): 3 clusters
  Score: Raw -10974789.370202 + Penalty 3749.827323 = -10971039.542880
  nChanged 5549
		SP:Iteration 9F (26112.350000 sec): 3 clusters
  Score: Raw -10977951.733631 + Penalty 3749.827323 = -10974201.906308
  nChanged 4895
		SP:Iteration 10Q (26113.000000 sec): 3 clusters
  Score: Raw -10981008.873923 + Penalty 3749.827323 = -10977259.046600
  nChanged 4856
		SP:Iteration 11Q (26113.680000 sec): 3 clusters
  Score: Raw -10984557.810035 + Penalty 3749.827323 = -10980807.982712
  nChanged 4680
		SP:Iteration 12Q (26114.350000 sec): 3 clusters
  Score: Raw -10988642.509134 + Penalty 3749.827323 = -10984892.681811
  nChanged 4153
		SP:Iteration 13Q (26114.990000 sec): 3 clusters
  Score: Raw -10992727.171350 + Penalty 3749.827323 = -10988977.344027
  nChanged 2729
		SP:Iteration 14Q (26115.580000 sec): 3 clusters
  Score: Raw -10995413.188415 + Penalty 3749.827323 = -10991663.361092
  nChanged 1215
		SP:Iteration 15Q (26116.230000 sec): 3 clusters
  Score: Raw -10996497.129993 + Penalty 3749.827323 = -10992747.302670
  nChanged 455
		SP:Iteration 16Q (26116.820000 sec): 3 clusters
  Score: Raw -10996897.307335 + Penalty 3749.827323 = -10993147.480012
  nChanged 191
		SP:Iteration 17Q (26117.370000 sec): 3 clusters
  Score: Raw -10997071.180680 + Penalty 3749.827323 = -10993321.353357
  nChanged 94
		SP:Iteration 18Q (26117.930000 sec): 3 clusters
  Score: Raw -10997151.896439 + Penalty 3749.827323 = -10993402.069117
  nChanged 43
		SP:Iteration 19Q (26118.440000 sec): 3 clusters
  Score: Raw -10997185.319328 + Penalty 3749.827323 = -10993435.492005
  nChanged 17
		SP:Iteration 20F (26119.040000 sec): 3 clusters
  Score: Raw -10997195.703289 + Penalty 3749.827323 = -10993445.875966
  nChanged 13
		SP:Iteration 21Q (26119.530000 sec): 3 clusters
  Score: Raw -10997204.516515 + Penalty 3749.827323 = -10993454.689192
  nChanged 9
		SP:Iteration 22Q (26120.070000 sec): 3 clusters
  Score: Raw -10997214.144222 + Penalty 3749.827323 = -10993464.316899
  nChanged 8
		SP:Iteration 23Q (26120.600000 sec): 3 clusters
  Score: Raw -10997221.044097 + Penalty 3749.827323 = -10993471.216774
  nChanged 6
		SP:Iteration 24Q (26121.200000 sec): 3 clusters
  Score: Raw -10997225.399254 + Penalty 3749.827323 = -10993475.571931
  nChanged 9
		SP:Iteration 25Q (26121.770000 sec): 3 clusters
  Score: Raw -10997231.918484 + Penalty 3749.827323 = -10993482.091161
  nChanged 7
		SP:Iteration 26Q (26122.350000 sec): 3 clusters
  Score: Raw -10997236.461178 + Penalty 3749.827323 = -10993486.633856
  nChanged 5
		SP:Iteration 27Q (26122.970000 sec): 3 clusters
  Score: Raw -10997240.371660 + Penalty 3749.827323 = -10993490.544337
  nChanged 6
		SP:Iteration 28Q (26123.550000 sec): 3 clusters
  Score: Raw -10997245.509009 + Penalty 3749.827323 = -10993495.681687
  nChanged 3
		SP:Iteration 29Q (26124.130000 sec): 3 clusters
  Score: Raw -10997247.310527 + Penalty 3749.827323 = -10993497.483204
  nChanged 3
		SP:Iteration 30Q (26124.720000 sec): 3 clusters
  Score: Raw -10997248.915142 + Penalty 3749.827323 = -10993499.087819
  nChanged 2
		SP:Iteration 31Q (26125.290000 sec): 3 clusters
  Score: Raw -10997250.522128 + Penalty 3749.827323 = -10993500.694806
  nChanged 3
		SP:Iteration 32Q (26125.830000 sec): 3 clusters
  Score: Raw -10997252.482432 + Penalty 3749.827323 = -10993502.655109
  nChanged 1
		SP:Iteration 33Q (26126.360000 sec): 3 clusters
  Score: Raw -10997253.669101 + Penalty 3749.827323 = -10993503.841778
  nChanged 1
		SP:Iteration 34Q (26126.920000 sec): 3 clusters
  Score: Raw -10997254.301354 + Penalty 3749.827323 = -10993504.474031
  nChanged 0
		SP:Iteration 35F (26127.530000 sec): 3 clusters
  Score: Raw -10997254.301354 + Penalty 3749.827323 = -10993504.474031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26127.710000 sec): 2 clusters
  Score: Raw -997123.984342 + Penalty 1489.809584 = -995634.174757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26127.960000 sec): 3 clusters
  Score: Raw -991718.324602 + Penalty 2979.619168 = -988738.705434
  nChanged 4105
		SP:Iteration 1F (26128.190000 sec): 3 clusters
  Score: Raw -993892.867217 + Penalty 2979.619168 = -990913.248048
  nChanged 566
		SP:Iteration 2F (26128.450000 sec): 3 clusters
  Score: Raw -994155.140376 + Penalty 2979.619168 = -991175.521207
  nChanged 555
		SP:Iteration 3F (26128.710000 sec): 3 clusters
  Score: Raw -994437.588587 + Penalty 2979.619168 = -991457.969418
  nChanged 555
		SP:Iteration 4F (26128.940000 sec): 3 clusters
  Score: Raw -994774.924901 + Penalty 2979.619168 = -991795.305733
  nChanged 624
		SP:Iteration 5F (26129.170000 sec): 3 clusters
  Score: Raw -995214.109332 + Penalty 2979.619168 = -992234.490163
  nChanged 622
		SP:Iteration 6F (26129.420000 sec): 3 clusters
  Score: Raw -995665.106308 + Penalty 2979.619168 = -992685.487140
  nChanged 539
		SP:Iteration 7F (26129.660000 sec): 3 clusters
  Score: Raw -996074.858393 + Penalty 2979.619168 = -993095.239225
  nChanged 435
		SP:Iteration 8Q (26129.880000 sec): 3 clusters
  Score: Raw -996388.716536 + Penalty 2979.619168 = -993409.097367
  nChanged 350
		SP:Iteration 9Q (26130.130000 sec): 3 clusters
  Score: Raw -996618.207732 + Penalty 2979.619168 = -993638.588564
  nChanged 245
		SP:Iteration 10Q (26130.360000 sec): 3 clusters
  Score: Raw -996800.841837 + Penalty 2979.619168 = -993821.222668
  nChanged 201
		SP:Iteration 11Q (26130.580000 sec): 3 clusters
  Score: Raw -996957.058005 + Penalty 2979.619168 = -993977.438836
  nChanged 135
		SP:Iteration 12Q (26130.810000 sec): 3 clusters
  Score: Raw -997047.688640 + Penalty 2979.619168 = -994068.069472
  nChanged 87
		SP:Iteration 13Q (26131.050000 sec): 3 clusters
  Score: Raw -997111.351200 + Penalty 2979.619168 = -994131.732032
  nChanged 70
		SP:Iteration 14Q (26131.260000 sec): 3 clusters
  Score: Raw -997162.202797 + Penalty 2979.619168 = -994182.583629
  nChanged 49
		SP:Iteration 15Q (26131.460000 sec): 3 clusters
  Score: Raw -997198.277807 + Penalty 2979.619168 = -994218.658638
  nChanged 36
		SP:Iteration 16Q (26131.710000 sec): 3 clusters
  Score: Raw -997227.105404 + Penalty 2979.619168 = -994247.486236
  nChanged 27
		SP:Iteration 17Q (26131.920000 sec): 3 clusters
  Score: Raw -997246.991683 + Penalty 2979.619168 = -994267.372515
  nChanged 18
		SP:Iteration 18Q (26132.170000 sec): 3 clusters
  Score: Raw -997263.155817 + Penalty 2979.619168 = -994283.536648
  nChanged 15
		SP:Iteration 19Q (26132.360000 sec): 3 clusters
  Score: Raw -997274.235623 + Penalty 2979.619168 = -994294.616454
  nChanged 17
		SP:Iteration 20F (26132.570000 sec): 3 clusters
  Score: Raw -997285.595364 + Penalty 2979.619168 = -994305.976196
  nChanged 9
		SP:Iteration 21Q (26132.780000 sec): 3 clusters
  Score: Raw -997292.065189 + Penalty 2979.619168 = -994312.446020
  nChanged 5
		SP:Iteration 22Q (26133.010000 sec): 3 clusters
  Score: Raw -997294.627083 + Penalty 2979.619168 = -994315.007915
  nChanged 1
		SP:Iteration 23Q (26133.220000 sec): 3 clusters
  Score: Raw -997295.431485 + Penalty 2979.619168 = -994315.812316
  nChanged 3
		SP:Iteration 24Q (26133.450000 sec): 3 clusters
  Score: Raw -997297.969953 + Penalty 2979.619168 = -994318.350785
  nChanged 3
		SP:Iteration 25Q (26133.660000 sec): 3 clusters
  Score: Raw -997299.024885 + Penalty 2979.619168 = -994319.405717
  nChanged 0
		SP:Iteration 26F (26133.830000 sec): 3 clusters
  Score: Raw -997299.024885 + Penalty 2979.619168 = -994319.405717
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26134.250000 sec): 2 clusters
  Score: Raw -7459518.247169 + Penalty 1817.786395 = -7457700.460774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26134.750000 sec): 3 clusters
  Score: Raw -7413089.240817 + Penalty 3635.572790 = -7409453.668027
  nChanged 34273
		SP:Iteration 1F (26135.280000 sec): 3 clusters
  Score: Raw -7433093.620987 + Penalty 3635.572790 = -7429458.048197
  nChanged 2869
		SP:Iteration 2Q (26135.870000 sec): 3 clusters
  Score: Raw -7434021.453987 + Penalty 3635.572790 = -7430385.881196
  nChanged 3101
		SP:Iteration 3Q (26136.450000 sec): 3 clusters
  Score: Raw -7435230.590410 + Penalty 3635.572790 = -7431595.017620
  nChanged 3503
		SP:Iteration 4Q (26136.980000 sec): 3 clusters
  Score: Raw -7436888.507262 + Penalty 3635.572790 = -7433252.934472
  nChanged 3887
		SP:Iteration 5F (26137.460000 sec): 3 clusters
  Score: Raw -7439201.470806 + Penalty 3635.572790 = -7435565.898016
  nChanged 4299
		SP:Iteration 6F (26138.000000 sec): 3 clusters
  Score: Raw -7442508.771111 + Penalty 3635.572790 = -7438873.198320
  nChanged 4430
		SP:Iteration 7F (26138.570000 sec): 3 clusters
  Score: Raw -7446703.576014 + Penalty 3635.572790 = -7443068.003224
  nChanged 3990
		SP:Iteration 8F (26139.100000 sec): 3 clusters
  Score: Raw -7450248.374440 + Penalty 3635.572790 = -7446612.801650
  nChanged 3074
		SP:Iteration 9Q (26139.570000 sec): 3 clusters
  Score: Raw -7452128.326634 + Penalty 3635.572790 = -7448492.753844
  nChanged 2113
		SP:Iteration 10Q (26140.070000 sec): 3 clusters
  Score: Raw -7453162.072726 + Penalty 3635.572790 = -7449526.499936
  nChanged 1615
		SP:Iteration 11Q (26140.530000 sec): 3 clusters
  Score: Raw -7453900.932813 + Penalty 3635.572790 = -7450265.360022
  nChanged 1395
		SP:Iteration 12Q (26141.000000 sec): 3 clusters
  Score: Raw -7454519.432489 + Penalty 3635.572790 = -7450883.859699
  nChanged 1294
		SP:Iteration 13Q (26141.500000 sec): 3 clusters
  Score: Raw -7455074.438246 + Penalty 3635.572790 = -7451438.865456
  nChanged 1179
		SP:Iteration 14Q (26142.060000 sec): 3 clusters
  Score: Raw -7455593.889399 + Penalty 3635.572790 = -7451958.316609
  nChanged 1116
		SP:Iteration 15Q (26142.530000 sec): 3 clusters
  Score: Raw -7456083.096260 + Penalty 3635.572790 = -7452447.523469
  nChanged 1061
		SP:Iteration 16Q (26142.980000 sec): 3 clusters
  Score: Raw -7456556.591772 + Penalty 3635.572790 = -7452921.018981
  nChanged 977
		SP:Iteration 17Q (26143.500000 sec): 3 clusters
  Score: Raw -7456976.705533 + Penalty 3635.572790 = -7453341.132743
  nChanged 904
		SP:Iteration 18Q (26143.970000 sec): 3 clusters
  Score: Raw -7457347.820745 + Penalty 3635.572790 = -7453712.247955
  nChanged 832
		SP:Iteration 19Q (26144.450000 sec): 3 clusters
  Score: Raw -7457673.137737 + Penalty 3635.572790 = -7454037.564946
  nChanged 725
		SP:Iteration 20F (26144.910000 sec): 3 clusters
  Score: Raw -7457941.099072 + Penalty 3635.572790 = -7454305.526282
  nChanged 650
		SP:Iteration 21Q (26145.450000 sec): 3 clusters
  Score: Raw -7458189.428071 + Penalty 3635.572790 = -7454553.855280
  nChanged 599
		SP:Iteration 22Q (26145.910000 sec): 3 clusters
  Score: Raw -7458424.692945 + Penalty 3635.572790 = -7454789.120155
  nChanged 543
		SP:Iteration 23Q (26146.450000 sec): 3 clusters
  Score: Raw -7458627.284086 + Penalty 3635.572790 = -7454991.711296
  nChanged 467
		SP:Iteration 24Q (26146.890000 sec): 3 clusters
  Score: Raw -7458795.912777 + Penalty 3635.572790 = -7455160.339986
  nChanged 421
		SP:Iteration 25Q (26147.330000 sec): 3 clusters
  Score: Raw -7458947.588370 + Penalty 3635.572790 = -7455312.015579
  nChanged 365
		SP:Iteration 26Q (26147.850000 sec): 3 clusters
  Score: Raw -7459066.068841 + Penalty 3635.572790 = -7455430.496051
  nChanged 304
		SP:Iteration 27Q (26148.350000 sec): 3 clusters
  Score: Raw -7459166.360630 + Penalty 3635.572790 = -7455530.787840
  nChanged 245
		SP:Iteration 28Q (26148.780000 sec): 3 clusters
  Score: Raw -7459245.197666 + Penalty 3635.572790 = -7455609.624875
  nChanged 216
		SP:Iteration 29Q (26149.270000 sec): 3 clusters
  Score: Raw -7459318.472467 + Penalty 3635.572790 = -7455682.899676
  nChanged 204
		SP:Iteration 30Q (26149.740000 sec): 3 clusters
  Score: Raw -7459392.451009 + Penalty 3635.572790 = -7455756.878219
  nChanged 194
		SP:Iteration 31Q (26150.220000 sec): 3 clusters
  Score: Raw -7459458.800794 + Penalty 3635.572790 = -7455823.228004
  nChanged 145
		SP:Iteration 32Q (26150.700000 sec): 3 clusters
  Score: Raw -7459508.582035 + Penalty 3635.572790 = -7455873.009245
  nChanged 144
		SP:Iteration 33Q (26151.150000 sec): 3 clusters
  Score: Raw -7459561.418825 + Penalty 3635.572790 = -7455925.846035
  nChanged 138
		SP:Iteration 34Q (26151.620000 sec): 3 clusters
  Score: Raw -7459611.066894 + Penalty 3635.572790 = -7455975.494103
  nChanged 120
		SP:Iteration 35Q (26152.130000 sec): 3 clusters
  Score: Raw -7459655.157667 + Penalty 3635.572790 = -7456019.584876
  nChanged 102
		SP:Iteration 36Q (26152.660000 sec): 3 clusters
  Score: Raw -7459685.184011 + Penalty 3635.572790 = -7456049.611221
  nChanged 75
		SP:Iteration 37Q (26153.120000 sec): 3 clusters
  Score: Raw -7459712.185856 + Penalty 3635.572790 = -7456076.613066
  nChanged 67
		SP:Iteration 38Q (26153.600000 sec): 3 clusters
  Score: Raw -7459733.783024 + Penalty 3635.572790 = -7456098.210234
  nChanged 72
		SP:Iteration 39Q (26154.060000 sec): 3 clusters
  Score: Raw -7459757.466744 + Penalty 3635.572790 = -7456121.893953
  nChanged 60
		SP:Iteration 40F (26154.580000 sec): 3 clusters
  Score: Raw -7459776.650469 + Penalty 3635.572790 = -7456141.077678
  nChanged 53
		SP:Iteration 41Q (26155.050000 sec): 3 clusters
  Score: Raw -7459793.333572 + Penalty 3635.572790 = -7456157.760782
  nChanged 33
		SP:Iteration 42Q (26155.460000 sec): 3 clusters
  Score: Raw -7459804.337136 + Penalty 3635.572790 = -7456168.764345
  nChanged 36
		SP:Iteration 43Q (26155.960000 sec): 3 clusters
  Score: Raw -7459813.397871 + Penalty 3635.572790 = -7456177.825081
  nChanged 25
		SP:Iteration 44Q (26156.510000 sec): 3 clusters
  Score: Raw -7459819.323357 + Penalty 3635.572790 = -7456183.750567
  nChanged 22
		SP:Iteration 45Q (26156.960000 sec): 3 clusters
  Score: Raw -7459823.687843 + Penalty 3635.572790 = -7456188.115053
  nChanged 13
		SP:Iteration 46Q (26157.420000 sec): 3 clusters
  Score: Raw -7459828.671072 + Penalty 3635.572790 = -7456193.098282
  nChanged 14
		SP:Iteration 47Q (26157.880000 sec): 3 clusters
  Score: Raw -7459832.079107 + Penalty 3635.572790 = -7456196.506316
  nChanged 11
		SP:Iteration 48Q (26158.380000 sec): 3 clusters
  Score: Raw -7459835.212972 + Penalty 3635.572790 = -7456199.640182
  nChanged 10
		SP:Iteration 49Q (26158.870000 sec): 3 clusters
  Score: Raw -7459838.190240 + Penalty 3635.572790 = -7456202.617450
  nChanged 9
		SP:Iteration 50Q (26159.370000 sec): 3 clusters
  Score: Raw -7459840.660397 + Penalty 3635.572790 = -7456205.087606
  nChanged 7
		SP:Iteration 51Q (26159.850000 sec): 3 clusters
  Score: Raw -7459841.666136 + Penalty 3635.572790 = -7456206.093345
  nChanged 5
		SP:Iteration 52Q (26160.330000 sec): 3 clusters
  Score: Raw -7459843.064380 + Penalty 3635.572790 = -7456207.491590
  nChanged 6
		SP:Iteration 53Q (26160.830000 sec): 3 clusters
  Score: Raw -7459844.371957 + Penalty 3635.572790 = -7456208.799167
  nChanged 8
		SP:Iteration 54Q (26161.280000 sec): 3 clusters
  Score: Raw -7459846.157648 + Penalty 3635.572790 = -7456210.584857
  nChanged 9
		SP:Iteration 55Q (26161.760000 sec): 3 clusters
  Score: Raw -7459848.350172 + Penalty 3635.572790 = -7456212.777381
  nChanged 5
		SP:Iteration 56Q (26162.260000 sec): 3 clusters
  Score: Raw -7459849.618747 + Penalty 3635.572790 = -7456214.045957
  nChanged 4
		SP:Iteration 57Q (26162.710000 sec): 3 clusters
  Score: Raw -7459850.289364 + Penalty 3635.572790 = -7456214.716574
  nChanged 6
		SP:Iteration 58Q (26163.130000 sec): 3 clusters
  Score: Raw -7459851.985565 + Penalty 3635.572790 = -7456216.412775
  nChanged 5
		SP:Iteration 59Q (26163.540000 sec): 3 clusters
  Score: Raw -7459852.670662 + Penalty 3635.572790 = -7456217.097871
  nChanged 1
		SP:Iteration 60F (26164.030000 sec): 3 clusters
  Score: Raw -7459852.775685 + Penalty 3635.572790 = -7456217.202895
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26164.230000 sec): 2 clusters
  Score: Raw -1984440.297473 + Penalty 1598.985143 = -1982841.312331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26164.530000 sec): 3 clusters
  Score: Raw -1973196.135221 + Penalty 3197.970286 = -1969998.164935
  nChanged 8435
		SP:Iteration 1F (26164.820000 sec): 3 clusters
  Score: Raw -1977840.513784 + Penalty 3197.970286 = -1974642.543498
  nChanged 1066
		SP:Iteration 2F (26165.120000 sec): 3 clusters
  Score: Raw -1978272.406723 + Penalty 3197.970286 = -1975074.436438
  nChanged 1025
		SP:Iteration 3F (26165.420000 sec): 3 clusters
  Score: Raw -1978760.055385 + Penalty 3197.970286 = -1975562.085100
  nChanged 1091
		SP:Iteration 4F (26165.740000 sec): 3 clusters
  Score: Raw -1979343.268300 + Penalty 3197.970286 = -1976145.298015
  nChanged 1176
		SP:Iteration 5F (26166.000000 sec): 3 clusters
  Score: Raw -1980079.905080 + Penalty 3197.970286 = -1976881.934794
  nChanged 1189
		SP:Iteration 6F (26166.240000 sec): 3 clusters
  Score: Raw -1980886.577738 + Penalty 3197.970286 = -1977688.607453
  nChanged 1120
		SP:Iteration 7F (26166.570000 sec): 3 clusters
  Score: Raw -1981713.043994 + Penalty 3197.970286 = -1978515.073708
  nChanged 992
		SP:Iteration 8F (26166.830000 sec): 3 clusters
  Score: Raw -1982480.753004 + Penalty 3197.970286 = -1979282.782718
  nChanged 803
		SP:Iteration 9Q (26167.070000 sec): 3 clusters
  Score: Raw -1983112.607672 + Penalty 3197.970286 = -1979914.637387
  nChanged 575
		SP:Iteration 10Q (26167.340000 sec): 3 clusters
  Score: Raw -1983594.797222 + Penalty 3197.970286 = -1980396.826937
  nChanged 405
		SP:Iteration 11Q (26167.580000 sec): 3 clusters
  Score: Raw -1983938.296526 + Penalty 3197.970286 = -1980740.326240
  nChanged 274
		SP:Iteration 12Q (26167.870000 sec): 3 clusters
  Score: Raw -1984159.005705 + Penalty 3197.970286 = -1980961.035420
  nChanged 171
		SP:Iteration 13Q (26168.120000 sec): 3 clusters
  Score: Raw -1984271.472827 + Penalty 3197.970286 = -1981073.502541
  nChanged 128
		SP:Iteration 14Q (26168.420000 sec): 3 clusters
  Score: Raw -1984359.978812 + Penalty 3197.970286 = -1981162.008526
  nChanged 93
		SP:Iteration 15Q (26168.660000 sec): 3 clusters
  Score: Raw -1984411.898886 + Penalty 3197.970286 = -1981213.928601
  nChanged 70
		SP:Iteration 16Q (26168.960000 sec): 3 clusters
  Score: Raw -1984452.560186 + Penalty 3197.970286 = -1981254.589901
  nChanged 54
		SP:Iteration 17Q (26169.240000 sec): 3 clusters
  Score: Raw -1984476.511920 + Penalty 3197.970286 = -1981278.541634
  nChanged 49
		SP:Iteration 18Q (26169.510000 sec): 3 clusters
  Score: Raw -1984501.790621 + Penalty 3197.970286 = -1981303.820336
  nChanged 48
		SP:Iteration 19Q (26169.820000 sec): 3 clusters
  Score: Raw -1984525.029936 + Penalty 3197.970286 = -1981327.059650
  nChanged 41
		SP:Iteration 20F (26170.130000 sec): 3 clusters
  Score: Raw -1984542.506967 + Penalty 3197.970286 = -1981344.536682
  nChanged 37
		SP:Iteration 21Q (26170.380000 sec): 3 clusters
  Score: Raw -1984558.989352 + Penalty 3197.970286 = -1981361.019066
  nChanged 31
		SP:Iteration 22Q (26170.660000 sec): 3 clusters
  Score: Raw -1984568.371630 + Penalty 3197.970286 = -1981370.401344
  nChanged 19
		SP:Iteration 23Q (26170.960000 sec): 3 clusters
  Score: Raw -1984575.127475 + Penalty 3197.970286 = -1981377.157190
  nChanged 23
		SP:Iteration 24Q (26171.250000 sec): 3 clusters
  Score: Raw -1984584.176781 + Penalty 3197.970286 = -1981386.206495
  nChanged 24
		SP:Iteration 25Q (26171.540000 sec): 3 clusters
  Score: Raw -1984595.020479 + Penalty 3197.970286 = -1981397.050194
  nChanged 19
		SP:Iteration 26Q (26171.820000 sec): 3 clusters
  Score: Raw -1984603.162535 + Penalty 3197.970286 = -1981405.192249
  nChanged 18
		SP:Iteration 27Q (26172.120000 sec): 3 clusters
  Score: Raw -1984609.927552 + Penalty 3197.970286 = -1981411.957266
  nChanged 13
		SP:Iteration 28Q (26172.350000 sec): 3 clusters
  Score: Raw -1984614.565474 + Penalty 3197.970286 = -1981416.595188
  nChanged 9
		SP:Iteration 29Q (26172.680000 sec): 3 clusters
  Score: Raw -1984618.418134 + Penalty 3197.970286 = -1981420.447849
  nChanged 10
		SP:Iteration 30Q (26172.910000 sec): 3 clusters
  Score: Raw -1984622.350724 + Penalty 3197.970286 = -1981424.380439
  nChanged 6
		SP:Iteration 31Q (26173.190000 sec): 3 clusters
  Score: Raw -1984624.507682 + Penalty 3197.970286 = -1981426.537397
  nChanged 4
		SP:Iteration 32Q (26173.490000 sec): 3 clusters
  Score: Raw -1984627.009164 + Penalty 3197.970286 = -1981429.038879
  nChanged 15
		SP:Iteration 33Q (26173.740000 sec): 3 clusters
  Score: Raw -1984633.409738 + Penalty 3197.970286 = -1981435.439453
  nChanged 11
		SP:Iteration 34Q (26173.960000 sec): 3 clusters
  Score: Raw -1984637.632311 + Penalty 3197.970286 = -1981439.662026
  nChanged 13
		SP:Iteration 35Q (26174.220000 sec): 3 clusters
  Score: Raw -1984642.737664 + Penalty 3197.970286 = -1981444.767379
  nChanged 7
		SP:Iteration 36Q (26174.460000 sec): 3 clusters
  Score: Raw -1984645.132258 + Penalty 3197.970286 = -1981447.161972
  nChanged 4
		SP:Iteration 37Q (26174.680000 sec): 3 clusters
  Score: Raw -1984647.235094 + Penalty 3197.970286 = -1981449.264808
  nChanged 7
		SP:Iteration 38Q (26174.930000 sec): 3 clusters
  Score: Raw -1984650.165494 + Penalty 3197.970286 = -1981452.195208
  nChanged 6
		SP:Iteration 39Q (26175.200000 sec): 3 clusters
  Score: Raw -1984653.816543 + Penalty 3197.970286 = -1981455.846257
  nChanged 8
		SP:Iteration 40F (26175.490000 sec): 3 clusters
  Score: Raw -1984657.456495 + Penalty 3197.970286 = -1981459.486210
  nChanged 5
		SP:Iteration 41Q (26175.800000 sec): 3 clusters
  Score: Raw -1984659.485796 + Penalty 3197.970286 = -1981461.515511
  nChanged 4
		SP:Iteration 42Q (26176.090000 sec): 3 clusters
  Score: Raw -1984661.876263 + Penalty 3197.970286 = -1981463.905978
  nChanged 6
		SP:Iteration 43Q (26176.370000 sec): 3 clusters
  Score: Raw -1984664.765248 + Penalty 3197.970286 = -1981466.794963
  nChanged 3
		SP:Iteration 44Q (26176.620000 sec): 3 clusters
  Score: Raw -1984666.028495 + Penalty 3197.970286 = -1981468.058210
  nChanged 2
		SP:Iteration 45Q (26176.900000 sec): 3 clusters
  Score: Raw -1984666.377825 + Penalty 3197.970286 = -1981468.407539
  nChanged 0
		SP:Iteration 46F (26177.200000 sec): 3 clusters
  Score: Raw -1984666.377825 + Penalty 3197.970286 = -1981468.407539
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (42042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26177.530000 sec): 2 clusters
  Score: Raw -4131457.239270 + Penalty 1730.043965 = -4129727.195305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26177.960000 sec): 3 clusters
  Score: Raw -4105186.265209 + Penalty 3460.087929 = -4101726.177279
  nChanged 19580
		SP:Iteration 1F (26178.370000 sec): 3 clusters
  Score: Raw -4116885.691445 + Penalty 3460.087929 = -4113425.603516
  nChanged 2190
		SP:Iteration 2F (26178.770000 sec): 3 clusters
  Score: Raw -4117861.663846 + Penalty 3460.087929 = -4114401.575917
  nChanged 2351
		SP:Iteration 3F (26179.170000 sec): 3 clusters
  Score: Raw -4119189.092514 + Penalty 3460.087929 = -4115729.004584
  nChanged 2653
		SP:Iteration 4F (26179.570000 sec): 3 clusters
  Score: Raw -4120954.506166 + Penalty 3460.087929 = -4117494.418237
  nChanged 2803
		SP:Iteration 5F (26179.910000 sec): 3 clusters
  Score: Raw -4123084.797032 + Penalty 3460.087929 = -4119624.709103
  nChanged 2774
		SP:Iteration 6F (26180.270000 sec): 3 clusters
  Score: Raw -4125276.398177 + Penalty 3460.087929 = -4121816.310248
  nChanged 2391
		SP:Iteration 7F (26180.680000 sec): 3 clusters
  Score: Raw -4127225.817537 + Penalty 3460.087929 = -4123765.729608
  nChanged 1945
		SP:Iteration 8Q (26181.050000 sec): 3 clusters
  Score: Raw -4128836.397902 + Penalty 3460.087929 = -4125376.309973
  nChanged 1477
		SP:Iteration 9Q (26181.470000 sec): 3 clusters
  Score: Raw -4130065.451505 + Penalty 3460.087929 = -4126605.363576
  nChanged 993
		SP:Iteration 10Q (26181.870000 sec): 3 clusters
  Score: Raw -4130884.202873 + Penalty 3460.087929 = -4127424.114944
  nChanged 635
		SP:Iteration 11Q (26182.230000 sec): 3 clusters
  Score: Raw -4131377.945100 + Penalty 3460.087929 = -4127917.857170
  nChanged 405
		SP:Iteration 12Q (26182.590000 sec): 3 clusters
  Score: Raw -4131653.701398 + Penalty 3460.087929 = -4128193.613469
  nChanged 265
		SP:Iteration 13Q (26182.930000 sec): 3 clusters
  Score: Raw -4131817.625592 + Penalty 3460.087929 = -4128357.537663
  nChanged 180
		SP:Iteration 14Q (26183.330000 sec): 3 clusters
  Score: Raw -4131931.498474 + Penalty 3460.087929 = -4128471.410545
  nChanged 147
		SP:Iteration 15Q (26183.730000 sec): 3 clusters
  Score: Raw -4132011.663782 + Penalty 3460.087929 = -4128551.575853
  nChanged 115
		SP:Iteration 16Q (26184.090000 sec): 3 clusters
  Score: Raw -4132073.763226 + Penalty 3460.087929 = -4128613.675296
  nChanged 82
		SP:Iteration 17Q (26184.430000 sec): 3 clusters
  Score: Raw -4132124.708781 + Penalty 3460.087929 = -4128664.620852
  nChanged 62
		SP:Iteration 18Q (26184.750000 sec): 3 clusters
  Score: Raw -4132160.523801 + Penalty 3460.087929 = -4128700.435872
  nChanged 57
		SP:Iteration 19Q (26185.130000 sec): 3 clusters
  Score: Raw -4132192.491082 + Penalty 3460.087929 = -4128732.403153
  nChanged 47
		SP:Iteration 20F (26185.520000 sec): 3 clusters
  Score: Raw -4132216.941252 + Penalty 3460.087929 = -4128756.853323
  nChanged 40
		SP:Iteration 21Q (26185.830000 sec): 3 clusters
  Score: Raw -4132237.780227 + Penalty 3460.087929 = -4128777.692297
  nChanged 41
		SP:Iteration 22Q (26186.240000 sec): 3 clusters
  Score: Raw -4132257.820749 + Penalty 3460.087929 = -4128797.732820
  nChanged 40
		SP:Iteration 23Q (26186.600000 sec): 3 clusters
  Score: Raw -4132279.169354 + Penalty 3460.087929 = -4128819.081425
  nChanged 34
		SP:Iteration 24Q (26187.000000 sec): 3 clusters
  Score: Raw -4132298.534299 + Penalty 3460.087929 = -4128838.446370
  nChanged 26
		SP:Iteration 25Q (26187.320000 sec): 3 clusters
  Score: Raw -4132312.723938 + Penalty 3460.087929 = -4128852.636008
  nChanged 22
		SP:Iteration 26Q (26187.660000 sec): 3 clusters
  Score: Raw -4132322.389581 + Penalty 3460.087929 = -4128862.301652
  nChanged 20
		SP:Iteration 27Q (26188.020000 sec): 3 clusters
  Score: Raw -4132333.299297 + Penalty 3460.087929 = -4128873.211368
  nChanged 20
		SP:Iteration 28Q (26188.350000 sec): 3 clusters
  Score: Raw -4132343.734406 + Penalty 3460.087929 = -4128883.646476
  nChanged 22
		SP:Iteration 29Q (26188.660000 sec): 3 clusters
  Score: Raw -4132358.293090 + Penalty 3460.087929 = -4128898.205161
  nChanged 18
		SP:Iteration 30Q (26189.040000 sec): 3 clusters
  Score: Raw -4132367.208675 + Penalty 3460.087929 = -4128907.120746
  nChanged 15
		SP:Iteration 31Q (26189.400000 sec): 3 clusters
  Score: Raw -4132374.718490 + Penalty 3460.087929 = -4128914.630561
  nChanged 17
		SP:Iteration 32Q (26189.730000 sec): 3 clusters
  Score: Raw -4132382.697331 + Penalty 3460.087929 = -4128922.609402
  nChanged 20
		SP:Iteration 33Q (26190.050000 sec): 3 clusters
  Score: Raw -4132396.310380 + Penalty 3460.087929 = -4128936.222451
  nChanged 25
		SP:Iteration 34Q (26190.410000 sec): 3 clusters
  Score: Raw -4132408.640851 + Penalty 3460.087929 = -4128948.552922
  nChanged 15
		SP:Iteration 35Q (26190.750000 sec): 3 clusters
  Score: Raw -4132414.601738 + Penalty 3460.087929 = -4128954.513809
  nChanged 9
		SP:Iteration 36Q (26191.130000 sec): 3 clusters
  Score: Raw -4132418.629951 + Penalty 3460.087929 = -4128958.542022
  nChanged 6
		SP:Iteration 37Q (26191.410000 sec): 3 clusters
  Score: Raw -4132423.558102 + Penalty 3460.087929 = -4128963.470173
  nChanged 7
		SP:Iteration 38Q (26191.740000 sec): 3 clusters
  Score: Raw -4132427.672847 + Penalty 3460.087929 = -4128967.584917
  nChanged 7
		SP:Iteration 39Q (26192.060000 sec): 3 clusters
  Score: Raw -4132429.403736 + Penalty 3460.087929 = -4128969.315807
  nChanged 0
		SP:Iteration 40F (26192.400000 sec): 3 clusters
  Score: Raw -4132429.403736 + Penalty 3460.087929 = -4128969.315807
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26192.540000 sec): 2 clusters
  Score: Raw -1623676.962927 + Penalty 1570.000798 = -1622106.962129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26192.840000 sec): 3 clusters
  Score: Raw -1614407.555837 + Penalty 3140.001596 = -1611267.554241
  nChanged 7084
		SP:Iteration 1F (26193.100000 sec): 3 clusters
  Score: Raw -1618360.845512 + Penalty 3140.001596 = -1615220.843916
  nChanged 990
		SP:Iteration 2F (26193.340000 sec): 3 clusters
  Score: Raw -1618824.643324 + Penalty 3140.001596 = -1615684.641728
  nChanged 936
		SP:Iteration 3F (26193.660000 sec): 3 clusters
  Score: Raw -1619329.135656 + Penalty 3140.001596 = -1616189.134060
  nChanged 985
		SP:Iteration 4F (26193.900000 sec): 3 clusters
  Score: Raw -1619887.623091 + Penalty 3140.001596 = -1616747.621495
  nChanged 974
		SP:Iteration 5F (26194.230000 sec): 3 clusters
  Score: Raw -1620476.417038 + Penalty 3140.001596 = -1617336.415442
  nChanged 1011
		SP:Iteration 6F (26194.520000 sec): 3 clusters
  Score: Raw -1621109.828114 + Penalty 3140.001596 = -1617969.826519
  nChanged 837
		SP:Iteration 7F (26194.760000 sec): 3 clusters
  Score: Raw -1621575.037674 + Penalty 3140.001596 = -1618435.036078
  nChanged 706
		SP:Iteration 8Q (26195.060000 sec): 3 clusters
  Score: Raw -1621927.464557 + Penalty 3140.001596 = -1618787.462961
  nChanged 536
		SP:Iteration 9Q (26195.350000 sec): 3 clusters
  Score: Raw -1622152.312270 + Penalty 3140.001596 = -1619012.310675
  nChanged 400
		SP:Iteration 10Q (26195.580000 sec): 3 clusters
  Score: Raw -1622277.301375 + Penalty 3140.001596 = -1619137.299780
  nChanged 313
		SP:Iteration 11Q (26195.890000 sec): 3 clusters
  Score: Raw -1622361.091466 + Penalty 3140.001596 = -1619221.089870
  nChanged 215
		SP:Iteration 12Q (26196.190000 sec): 3 clusters
  Score: Raw -1622407.516373 + Penalty 3140.001596 = -1619267.514777
  nChanged 178
		SP:Iteration 13Q (26196.440000 sec): 3 clusters
  Score: Raw -1622442.804034 + Penalty 3140.001596 = -1619302.802438
  nChanged 138
		SP:Iteration 14Q (26196.760000 sec): 3 clusters
  Score: Raw -1622472.825335 + Penalty 3140.001596 = -1619332.823739
  nChanged 117
		SP:Iteration 15Q (26197.030000 sec): 3 clusters
  Score: Raw -1622492.753704 + Penalty 3140.001596 = -1619352.752108
  nChanged 82
		SP:Iteration 16Q (26197.360000 sec): 3 clusters
  Score: Raw -1622506.485592 + Penalty 3140.001596 = -1619366.483996
  nChanged 84
		SP:Iteration 17Q (26197.670000 sec): 3 clusters
  Score: Raw -1622522.556558 + Penalty 3140.001596 = -1619382.554962
  nChanged 77
		SP:Iteration 18Q (26197.920000 sec): 3 clusters
  Score: Raw -1622535.484418 + Penalty 3140.001596 = -1619395.482822
  nChanged 63
		SP:Iteration 19Q (26198.170000 sec): 3 clusters
  Score: Raw -1622545.209560 + Penalty 3140.001596 = -1619405.207964
  nChanged 61
		SP:Iteration 20F (26198.390000 sec): 3 clusters
  Score: Raw -1622556.702641 + Penalty 3140.001596 = -1619416.701045
  nChanged 67
		SP:Iteration 21Q (26198.660000 sec): 3 clusters
  Score: Raw -1622571.284211 + Penalty 3140.001596 = -1619431.282615
  nChanged 86
		SP:Iteration 22Q (26198.870000 sec): 3 clusters
  Score: Raw -1622588.716066 + Penalty 3140.001596 = -1619448.714470
  nChanged 99
		SP:Iteration 23Q (26199.150000 sec): 3 clusters
  Score: Raw -1622608.704824 + Penalty 3140.001596 = -1619468.703228
  nChanged 110
		SP:Iteration 24Q (26199.400000 sec): 3 clusters
  Score: Raw -1622631.147638 + Penalty 3140.001596 = -1619491.146042
  nChanged 116
		SP:Iteration 25Q (26199.660000 sec): 3 clusters
  Score: Raw -1622657.829859 + Penalty 3140.001596 = -1619517.828263
  nChanged 114
		SP:Iteration 26Q (26199.900000 sec): 3 clusters
  Score: Raw -1622684.685111 + Penalty 3140.001596 = -1619544.683516
  nChanged 113
		SP:Iteration 27Q (26200.140000 sec): 3 clusters
  Score: Raw -1622714.499758 + Penalty 3140.001596 = -1619574.498162
  nChanged 126
		SP:Iteration 28Q (26200.400000 sec): 3 clusters
  Score: Raw -1622750.847236 + Penalty 3140.001596 = -1619610.845640
  nChanged 123
		SP:Iteration 29Q (26200.680000 sec): 3 clusters
  Score: Raw -1622795.213823 + Penalty 3140.001596 = -1619655.212227
  nChanged 133
		SP:Iteration 30Q (26200.930000 sec): 3 clusters
  Score: Raw -1622840.835377 + Penalty 3140.001596 = -1619700.833781
  nChanged 154
		SP:Iteration 31Q (26201.170000 sec): 3 clusters
  Score: Raw -1622891.525659 + Penalty 3140.001596 = -1619751.524063
  nChanged 159
		SP:Iteration 32Q (26201.410000 sec): 3 clusters
  Score: Raw -1622938.747329 + Penalty 3140.001596 = -1619798.745733
  nChanged 138
		SP:Iteration 33Q (26201.680000 sec): 3 clusters
  Score: Raw -1622978.680471 + Penalty 3140.001596 = -1619838.678876
  nChanged 146
		SP:Iteration 34Q (26201.880000 sec): 3 clusters
  Score: Raw -1623033.233728 + Penalty 3140.001596 = -1619893.232132
  nChanged 171
		SP:Iteration 35Q (26202.180000 sec): 3 clusters
  Score: Raw -1623097.190550 + Penalty 3140.001596 = -1619957.188954
  nChanged 172
		SP:Iteration 36Q (26202.440000 sec): 3 clusters
  Score: Raw -1623167.863248 + Penalty 3140.001596 = -1620027.861652
  nChanged 167
		SP:Iteration 37Q (26202.690000 sec): 3 clusters
  Score: Raw -1623255.907660 + Penalty 3140.001596 = -1620115.906064
  nChanged 185
		SP:Iteration 38Q (26202.980000 sec): 3 clusters
  Score: Raw -1623367.683037 + Penalty 3140.001596 = -1620227.681441
  nChanged 183
		SP:Iteration 39Q (26203.190000 sec): 3 clusters
  Score: Raw -1623479.381020 + Penalty 3140.001596 = -1620339.379425
  nChanged 189
		SP:Iteration 40F (26203.450000 sec): 3 clusters
  Score: Raw -1623603.702300 + Penalty 3140.001596 = -1620463.700704
  nChanged 185
		SP:Iteration 41Q (26203.680000 sec): 3 clusters
  Score: Raw -1623731.200018 + Penalty 3140.001596 = -1620591.198423
  nChanged 181
		SP:Iteration 42Q (26203.940000 sec): 3 clusters
  Score: Raw -1623860.033550 + Penalty 3140.001596 = -1620720.031954
  nChanged 170
		SP:Iteration 43Q (26204.150000 sec): 3 clusters
  Score: Raw -1623984.233228 + Penalty 3140.001596 = -1620844.231632
  nChanged 166
		SP:Iteration 44Q (26204.380000 sec): 3 clusters
  Score: Raw -1624093.799124 + Penalty 3140.001596 = -1620953.797529
  nChanged 138
		SP:Iteration 45Q (26204.610000 sec): 3 clusters
  Score: Raw -1624186.521542 + Penalty 3140.001596 = -1621046.519946
  nChanged 121
		SP:Iteration 46Q (26204.840000 sec): 3 clusters
  Score: Raw -1624271.671575 + Penalty 3140.001596 = -1621131.669980
  nChanged 102
		SP:Iteration 47Q (26205.070000 sec): 3 clusters
  Score: Raw -1624334.748113 + Penalty 3140.001596 = -1621194.746517
  nChanged 85
		SP:Iteration 48Q (26205.300000 sec): 3 clusters
  Score: Raw -1624390.703017 + Penalty 3140.001596 = -1621250.701421
  nChanged 75
		SP:Iteration 49Q (26205.590000 sec): 3 clusters
  Score: Raw -1624427.831199 + Penalty 3140.001596 = -1621287.829603
  nChanged 53
		SP:Iteration 50Q (26205.770000 sec): 3 clusters
  Score: Raw -1624446.759854 + Penalty 3140.001596 = -1621306.758258
  nChanged 25
		SP:Iteration 51Q (26206.040000 sec): 3 clusters
  Score: Raw -1624455.007358 + Penalty 3140.001596 = -1621315.005762
  nChanged 17
		SP:Iteration 52Q (26206.270000 sec): 3 clusters
  Score: Raw -1624461.276472 + Penalty 3140.001596 = -1621321.274876
  nChanged 17
		SP:Iteration 53Q (26206.500000 sec): 3 clusters
  Score: Raw -1624467.477429 + Penalty 3140.001596 = -1621327.475833
  nChanged 17
		SP:Iteration 54Q (26206.750000 sec): 3 clusters
  Score: Raw -1624472.989325 + Penalty 3140.001596 = -1621332.987730
  nChanged 15
		SP:Iteration 55Q (26206.990000 sec): 3 clusters
  Score: Raw -1624475.979508 + Penalty 3140.001596 = -1621335.977912
  nChanged 6
		SP:Iteration 56Q (26207.210000 sec): 3 clusters
  Score: Raw -1624477.483675 + Penalty 3140.001596 = -1621337.482079
  nChanged 6
		SP:Iteration 57Q (26207.480000 sec): 3 clusters
  Score: Raw -1624478.407190 + Penalty 3140.001596 = -1621338.405594
  nChanged 4
		SP:Iteration 58Q (26207.700000 sec): 3 clusters
  Score: Raw -1624478.947101 + Penalty 3140.001596 = -1621338.945505
  nChanged 4
		SP:Iteration 59Q (26207.920000 sec): 3 clusters
  Score: Raw -1624480.143969 + Penalty 3140.001596 = -1621340.142373
  nChanged 4
		SP:Iteration 60F (26208.180000 sec): 3 clusters
  Score: Raw -1624481.210123 + Penalty 3140.001596 = -1621341.208527
  nChanged 2
		SP:Iteration 61Q (26208.440000 sec): 3 clusters
  Score: Raw -1624482.046624 + Penalty 3140.001596 = -1621342.045028
  nChanged 2
		SP:Iteration 62Q (26208.660000 sec): 3 clusters
  Score: Raw -1624482.465578 + Penalty 3140.001596 = -1621342.463982
  nChanged 0
		SP:Iteration 63F (26208.880000 sec): 3 clusters
  Score: Raw -1624482.465578 + Penalty 3140.001596 = -1621342.463982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26209.150000 sec): 2 clusters
  Score: Raw -5276411.988436 + Penalty 1755.278873 = -5274656.709563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26209.520000 sec): 3 clusters
  Score: Raw -5245246.926836 + Penalty 3510.557746 = -5241736.369090
  nChanged 22966
		SP:Iteration 1F (26209.880000 sec): 3 clusters
  Score: Raw -5258012.214566 + Penalty 3510.557746 = -5254501.656820
  nChanged 1721
		SP:Iteration 2Q (26210.210000 sec): 3 clusters
  Score: Raw -5258399.652019 + Penalty 3510.557746 = -5254889.094273
  nChanged 1654
		SP:Iteration 3Q (26210.550000 sec): 3 clusters
  Score: Raw -5258780.915762 + Penalty 3510.557746 = -5255270.358016
  nChanged 1590
		SP:Iteration 4Q (26210.930000 sec): 3 clusters
  Score: Raw -5259183.577466 + Penalty 3510.557746 = -5255673.019720
  nChanged 1668
		SP:Iteration 5Q (26211.330000 sec): 3 clusters
  Score: Raw -5259649.027197 + Penalty 3510.557746 = -5256138.469451
  nChanged 1724
		SP:Iteration 6Q (26211.700000 sec): 3 clusters
  Score: Raw -5260214.035522 + Penalty 3510.557746 = -5256703.477776
  nChanged 2058
		SP:Iteration 7Q (26212.120000 sec): 3 clusters
  Score: Raw -5261053.380794 + Penalty 3510.557746 = -5257542.823048
  nChanged 2455
		SP:Iteration 8Q (26212.480000 sec): 3 clusters
  Score: Raw -5262373.926129 + Penalty 3510.557746 = -5258863.368383
  nChanged 3029
		SP:Iteration 9F (26212.870000 sec): 3 clusters
  Score: Raw -5264501.666908 + Penalty 3510.557746 = -5260991.109162
  nChanged 3330
		SP:Iteration 10F (26213.210000 sec): 3 clusters
  Score: Raw -5267271.454485 + Penalty 3510.557746 = -5263760.896739
  nChanged 3081
		SP:Iteration 11F (26213.600000 sec): 3 clusters
  Score: Raw -5269952.704009 + Penalty 3510.557746 = -5266442.146263
  nChanged 2328
		SP:Iteration 12Q (26213.980000 sec): 3 clusters
  Score: Raw -5271939.532405 + Penalty 3510.557746 = -5268428.974659
  nChanged 1775
		SP:Iteration 13Q (26214.340000 sec): 3 clusters
  Score: Raw -5273398.845749 + Penalty 3510.557746 = -5269888.288003
  nChanged 1290
		SP:Iteration 14Q (26214.680000 sec): 3 clusters
  Score: Raw -5274449.798803 + Penalty 3510.557746 = -5270939.241057
  nChanged 900
		SP:Iteration 15Q (26215.100000 sec): 3 clusters
  Score: Raw -5275134.839324 + Penalty 3510.557746 = -5271624.281578
  nChanged 633
		SP:Iteration 16Q (26215.470000 sec): 3 clusters
  Score: Raw -5275610.488794 + Penalty 3510.557746 = -5272099.931048
  nChanged 436
		SP:Iteration 17Q (26215.810000 sec): 3 clusters
  Score: Raw -5275938.239251 + Penalty 3510.557746 = -5272427.681505
  nChanged 296
		SP:Iteration 18Q (26216.150000 sec): 3 clusters
  Score: Raw -5276168.763599 + Penalty 3510.557746 = -5272658.205853
  nChanged 190
		SP:Iteration 19Q (26216.530000 sec): 3 clusters
  Score: Raw -5276313.664472 + Penalty 3510.557746 = -5272803.106726
  nChanged 122
		SP:Iteration 20F (26216.940000 sec): 3 clusters
  Score: Raw -5276427.089441 + Penalty 3510.557746 = -5272916.531695
  nChanged 74
		SP:Iteration 21Q (26217.270000 sec): 3 clusters
  Score: Raw -5276499.972983 + Penalty 3510.557746 = -5272989.415237
  nChanged 39
		SP:Iteration 22Q (26217.610000 sec): 3 clusters
  Score: Raw -5276542.752733 + Penalty 3510.557746 = -5273032.194987
  nChanged 35
		SP:Iteration 23Q (26217.940000 sec): 3 clusters
  Score: Raw -5276580.772015 + Penalty 3510.557746 = -5273070.214269
  nChanged 21
		SP:Iteration 24Q (26218.320000 sec): 3 clusters
  Score: Raw -5276604.013215 + Penalty 3510.557746 = -5273093.455469
  nChanged 14
		SP:Iteration 25Q (26218.680000 sec): 3 clusters
  Score: Raw -5276617.467276 + Penalty 3510.557746 = -5273106.909530
  nChanged 8
		SP:Iteration 26Q (26219.100000 sec): 3 clusters
  Score: Raw -5276630.971779 + Penalty 3510.557746 = -5273120.414033
  nChanged 8
		SP:Iteration 27Q (26219.440000 sec): 3 clusters
  Score: Raw -5276645.186605 + Penalty 3510.557746 = -5273134.628859
  nChanged 8
		SP:Iteration 28Q (26219.770000 sec): 3 clusters
  Score: Raw -5276654.405502 + Penalty 3510.557746 = -5273143.847756
  nChanged 6
		SP:Iteration 29Q (26220.090000 sec): 3 clusters
  Score: Raw -5276662.393877 + Penalty 3510.557746 = -5273151.836131
  nChanged 3
		SP:Iteration 30Q (26220.440000 sec): 3 clusters
  Score: Raw -5276666.214121 + Penalty 3510.557746 = -5273155.656375
  nChanged 2
		SP:Iteration 31Q (26220.730000 sec): 3 clusters
  Score: Raw -5276668.147720 + Penalty 3510.557746 = -5273157.589974
  nChanged 2
		SP:Iteration 32Q (26221.120000 sec): 3 clusters
  Score: Raw -5276671.693076 + Penalty 3510.557746 = -5273161.135330
  nChanged 3
		SP:Iteration 33Q (26221.420000 sec): 3 clusters
  Score: Raw -5276674.488262 + Penalty 3510.557746 = -5273163.930516
  nChanged 1
		SP:Iteration 34Q (26221.800000 sec): 3 clusters
  Score: Raw -5276675.568069 + Penalty 3510.557746 = -5273165.010323
  nChanged 2
		SP:Iteration 35Q (26222.150000 sec): 3 clusters
  Score: Raw -5276677.513528 + Penalty 3510.557746 = -5273166.955782
  nChanged 1
		SP:Iteration 36Q (26222.470000 sec): 3 clusters
  Score: Raw -5276678.113980 + Penalty 3510.557746 = -5273167.556234
  nChanged 1
		SP:Iteration 37Q (26222.850000 sec): 3 clusters
  Score: Raw -5276679.550754 + Penalty 3510.557746 = -5273168.993008
  nChanged 0
		SP:Iteration 38F (26223.240000 sec): 3 clusters
  Score: Raw -5276679.550754 + Penalty 3510.557746 = -5273168.993008
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26223.450000 sec): 2 clusters
  Score: Raw -309988.214972 + Penalty 1311.217266 = -308676.997706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26223.600000 sec): 3 clusters
  Score: Raw -308468.073316 + Penalty 2622.434532 = -305845.638784
  nChanged 1224
		SP:Iteration 1F (26223.740000 sec): 3 clusters
  Score: Raw -309259.529791 + Penalty 2622.434532 = -306637.095260
  nChanged 248
		SP:Iteration 2F (26223.910000 sec): 3 clusters
  Score: Raw -309462.086284 + Penalty 2622.434532 = -306839.651752
  nChanged 224
		SP:Iteration 3F (26224.110000 sec): 3 clusters
  Score: Raw -309647.585128 + Penalty 2622.434532 = -307025.150596
  nChanged 174
		SP:Iteration 4F (26224.280000 sec): 3 clusters
  Score: Raw -309812.479503 + Penalty 2622.434532 = -307190.044972
  nChanged 176
		SP:Iteration 5F (26224.450000 sec): 3 clusters
  Score: Raw -309986.610117 + Penalty 2622.434532 = -307364.175585
  nChanged 157
		SP:Iteration 6Q (26224.690000 sec): 3 clusters
  Score: Raw -310162.133672 + Penalty 2622.434532 = -307539.699140
  nChanged 169
		SP:Iteration 7F (26224.850000 sec): 3 clusters
  Score: Raw -310342.055251 + Penalty 2622.434532 = -307719.620719
  nChanged 141
		SP:Iteration 8Q (26225.050000 sec): 3 clusters
  Score: Raw -310517.323730 + Penalty 2622.434532 = -307894.889198
  nChanged 142
		SP:Iteration 9Q (26225.250000 sec): 3 clusters
  Score: Raw -310675.819303 + Penalty 2622.434532 = -308053.384771
  nChanged 102
		SP:Iteration 10Q (26225.440000 sec): 3 clusters
  Score: Raw -310775.759244 + Penalty 2622.434532 = -308153.324712
  nChanged 71
		SP:Iteration 11Q (26225.630000 sec): 3 clusters
  Score: Raw -310841.006756 + Penalty 2622.434532 = -308218.572224
  nChanged 66
		SP:Iteration 12Q (26225.820000 sec): 3 clusters
  Score: Raw -310886.694366 + Penalty 2622.434532 = -308264.259834
  nChanged 45
		SP:Iteration 13Q (26226.040000 sec): 3 clusters
  Score: Raw -310912.119703 + Penalty 2622.434532 = -308289.685171
  nChanged 39
		SP:Iteration 14Q (26226.220000 sec): 3 clusters
  Score: Raw -310934.874277 + Penalty 2622.434532 = -308312.439745
  nChanged 20
		SP:Iteration 15Q (26226.410000 sec): 3 clusters
  Score: Raw -310943.046423 + Penalty 2622.434532 = -308320.611891
  nChanged 8
		SP:Iteration 16Q (26226.640000 sec): 3 clusters
  Score: Raw -310945.817417 + Penalty 2622.434532 = -308323.382885
  nChanged 6
		SP:Iteration 17Q (26226.830000 sec): 3 clusters
  Score: Raw -310948.639339 + Penalty 2622.434532 = -308326.204807
  nChanged 6
		SP:Iteration 18Q (26227.050000 sec): 3 clusters
  Score: Raw -310950.406975 + Penalty 2622.434532 = -308327.972443
  nChanged 3
		SP:Iteration 19Q (26227.250000 sec): 3 clusters
  Score: Raw -310950.919722 + Penalty 2622.434532 = -308328.485190
  nChanged 0
		SP:Iteration 20F (26227.430000 sec): 3 clusters
  Score: Raw -310950.919722 + Penalty 2622.434532 = -308328.485190
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26227.550000 sec): 2 clusters
  Score: Raw -356206.108110 + Penalty 1327.930826 = -354878.177284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26227.780000 sec): 3 clusters
  Score: Raw -354504.495477 + Penalty 2655.861652 = -351848.633825
  nChanged 1362
		SP:Iteration 1F (26227.990000 sec): 3 clusters
  Score: Raw -355441.792553 + Penalty 2655.861652 = -352785.930901
  nChanged 337
		SP:Iteration 2F (26228.160000 sec): 3 clusters
  Score: Raw -355852.851599 + Penalty 2655.861652 = -353196.989947
  nChanged 338
		SP:Iteration 3F (26228.400000 sec): 3 clusters
  Score: Raw -356281.584959 + Penalty 2655.861652 = -353625.723307
  nChanged 283
		SP:Iteration 4F (26228.590000 sec): 3 clusters
  Score: Raw -356594.872775 + Penalty 2655.861652 = -353939.011123
  nChanged 224
		SP:Iteration 5F (26228.810000 sec): 3 clusters
  Score: Raw -356808.285131 + Penalty 2655.861652 = -354152.423479
  nChanged 146
		SP:Iteration 6Q (26229.050000 sec): 3 clusters
  Score: Raw -356915.172529 + Penalty 2655.861652 = -354259.310877
  nChanged 103
		SP:Iteration 7Q (26229.290000 sec): 3 clusters
  Score: Raw -356976.150225 + Penalty 2655.861652 = -354320.288573
  nChanged 69
		SP:Iteration 8Q (26229.530000 sec): 3 clusters
  Score: Raw -357011.638884 + Penalty 2655.861652 = -354355.777232
  nChanged 44
		SP:Iteration 9Q (26229.730000 sec): 3 clusters
  Score: Raw -357031.218029 + Penalty 2655.861652 = -354375.356377
  nChanged 23
		SP:Iteration 10Q (26229.990000 sec): 3 clusters
  Score: Raw -357040.886257 + Penalty 2655.861652 = -354385.024605
  nChanged 29
		SP:Iteration 11Q (26230.180000 sec): 3 clusters
  Score: Raw -357052.554596 + Penalty 2655.861652 = -354396.692944
  nChanged 19
		SP:Iteration 12Q (26230.350000 sec): 3 clusters
  Score: Raw -357058.574168 + Penalty 2655.861652 = -354402.712516
  nChanged 12
		SP:Iteration 13Q (26230.540000 sec): 3 clusters
  Score: Raw -357063.346150 + Penalty 2655.861652 = -354407.484498
  nChanged 9
		SP:Iteration 14Q (26230.700000 sec): 3 clusters
  Score: Raw -357065.622567 + Penalty 2655.861652 = -354409.760915
  nChanged 4
		SP:Iteration 15Q (26230.870000 sec): 3 clusters
  Score: Raw -357066.505359 + Penalty 2655.861652 = -354410.643707
  nChanged 3
		SP:Iteration 16Q (26231.050000 sec): 3 clusters
  Score: Raw -357067.406302 + Penalty 2655.861652 = -354411.544650
  nChanged 3
		SP:Iteration 17Q (26231.220000 sec): 3 clusters
  Score: Raw -357067.976888 + Penalty 2655.861652 = -354412.115236
  nChanged 0
		SP:Iteration 18F (26231.400000 sec): 3 clusters
  Score: Raw -357067.976888 + Penalty 2655.861652 = -354412.115236
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (111204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26232.010000 sec): 2 clusters
  Score: Raw -11455826.302095 + Penalty 1888.107265 = -11453938.194830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26232.760000 sec): 3 clusters
  Score: Raw -11383321.667479 + Penalty 3776.214530 = -11379545.452949
  nChanged 53432
		SP:Iteration 1F (26233.430000 sec): 3 clusters
  Score: Raw -11414622.729475 + Penalty 3776.214530 = -11410846.514945
  nChanged 4499
		SP:Iteration 2Q (26234.110000 sec): 3 clusters
  Score: Raw -11416206.459555 + Penalty 3776.214530 = -11412430.245025
  nChanged 5117
		SP:Iteration 3Q (26234.840000 sec): 3 clusters
  Score: Raw -11418256.667457 + Penalty 3776.214530 = -11414480.452926
  nChanged 5593
		SP:Iteration 4F (26235.490000 sec): 3 clusters
  Score: Raw -11420753.844102 + Penalty 3776.214530 = -11416977.629572
  nChanged 5988
		SP:Iteration 5F (26236.140000 sec): 3 clusters
  Score: Raw -11423663.954292 + Penalty 3776.214530 = -11419887.739761
  nChanged 6300
		SP:Iteration 6F (26236.790000 sec): 3 clusters
  Score: Raw -11426873.893767 + Penalty 3776.214530 = -11423097.679237
  nChanged 6209
		SP:Iteration 7F (26237.470000 sec): 3 clusters
  Score: Raw -11429893.284714 + Penalty 3776.214530 = -11426117.070184
  nChanged 5676
		SP:Iteration 8F (26238.140000 sec): 3 clusters
  Score: Raw -11432448.676152 + Penalty 3776.214530 = -11428672.461622
  nChanged 4951
		SP:Iteration 9Q (26238.910000 sec): 3 clusters
  Score: Raw -11434539.867117 + Penalty 3776.214530 = -11430763.652587
  nChanged 4221
		SP:Iteration 10Q (26239.680000 sec): 3 clusters
  Score: Raw -11436282.543396 + Penalty 3776.214530 = -11432506.328866
  nChanged 3693
		SP:Iteration 11Q (26240.440000 sec): 3 clusters
  Score: Raw -11437720.457269 + Penalty 3776.214530 = -11433944.242738
  nChanged 3106
		SP:Iteration 12Q (26241.180000 sec): 3 clusters
  Score: Raw -11438751.468861 + Penalty 3776.214530 = -11434975.254330
  nChanged 2469
		SP:Iteration 13Q (26241.910000 sec): 3 clusters
  Score: Raw -11439347.167867 + Penalty 3776.214530 = -11435570.953337
  nChanged 1720
		SP:Iteration 14Q (26242.650000 sec): 3 clusters
  Score: Raw -11439648.906004 + Penalty 3776.214530 = -11435872.691474
  nChanged 1191
		SP:Iteration 15Q (26243.340000 sec): 3 clusters
  Score: Raw -11439811.900446 + Penalty 3776.214530 = -11436035.685916
  nChanged 926
		SP:Iteration 16Q (26244.030000 sec): 3 clusters
  Score: Raw -11439924.184634 + Penalty 3776.214530 = -11436147.970103
  nChanged 819
		SP:Iteration 17Q (26244.720000 sec): 3 clusters
  Score: Raw -11440015.766018 + Penalty 3776.214530 = -11436239.551488
  nChanged 763
		SP:Iteration 18Q (26245.440000 sec): 3 clusters
  Score: Raw -11440103.488895 + Penalty 3776.214530 = -11436327.274365
  nChanged 766
		SP:Iteration 19Q (26246.170000 sec): 3 clusters
  Score: Raw -11440197.349731 + Penalty 3776.214530 = -11436421.135201
  nChanged 862
		SP:Iteration 20F (26246.820000 sec): 3 clusters
  Score: Raw -11440312.401546 + Penalty 3776.214530 = -11436536.187016
  nChanged 946
		SP:Iteration 21Q (26247.550000 sec): 3 clusters
  Score: Raw -11440447.288257 + Penalty 3776.214530 = -11436671.073727
  nChanged 943
		SP:Iteration 22Q (26248.170000 sec): 3 clusters
  Score: Raw -11440577.777903 + Penalty 3776.214530 = -11436801.563372
  nChanged 945
		SP:Iteration 23Q (26248.850000 sec): 3 clusters
  Score: Raw -11440714.938525 + Penalty 3776.214530 = -11436938.723995
  nChanged 1057
		SP:Iteration 24Q (26249.500000 sec): 3 clusters
  Score: Raw -11440879.071861 + Penalty 3776.214530 = -11437102.857331
  nChanged 1162
		SP:Iteration 25Q (26250.150000 sec): 3 clusters
  Score: Raw -11441076.994347 + Penalty 3776.214530 = -11437300.779817
  nChanged 1270
		SP:Iteration 26Q (26250.790000 sec): 3 clusters
  Score: Raw -11441308.909478 + Penalty 3776.214530 = -11437532.694948
  nChanged 1297
		SP:Iteration 27Q (26251.490000 sec): 3 clusters
  Score: Raw -11441562.002523 + Penalty 3776.214530 = -11437785.787993
  nChanged 1445
		SP:Iteration 28Q (26252.250000 sec): 3 clusters
  Score: Raw -11441863.261058 + Penalty 3776.214530 = -11438087.046528
  nChanged 1540
		SP:Iteration 29Q (26253.000000 sec): 3 clusters
  Score: Raw -11442198.849650 + Penalty 3776.214530 = -11438422.635120
  nChanged 1614
		SP:Iteration 30Q (26253.750000 sec): 3 clusters
  Score: Raw -11442568.696493 + Penalty 3776.214530 = -11438792.481963
  nChanged 1740
		SP:Iteration 31Q (26254.500000 sec): 3 clusters
  Score: Raw -11442992.100619 + Penalty 3776.214530 = -11439215.886089
  nChanged 1868
		SP:Iteration 32Q (26255.210000 sec): 3 clusters
  Score: Raw -11443476.474704 + Penalty 3776.214530 = -11439700.260174
  nChanged 1951
		SP:Iteration 33Q (26255.980000 sec): 3 clusters
  Score: Raw -11444022.058082 + Penalty 3776.214530 = -11440245.843552
  nChanged 2033
		SP:Iteration 34Q (26256.660000 sec): 3 clusters
  Score: Raw -11444632.262546 + Penalty 3776.214530 = -11440856.048016
  nChanged 2114
		SP:Iteration 35Q (26257.340000 sec): 3 clusters
  Score: Raw -11445299.404895 + Penalty 3776.214530 = -11441523.190365
  nChanged 2134
		SP:Iteration 36Q (26258.050000 sec): 3 clusters
  Score: Raw -11446019.838512 + Penalty 3776.214530 = -11442243.623982
  nChanged 2192
		SP:Iteration 37Q (26258.780000 sec): 3 clusters
  Score: Raw -11446820.445419 + Penalty 3776.214530 = -11443044.230889
  nChanged 2347
		SP:Iteration 38Q (26259.470000 sec): 3 clusters
  Score: Raw -11447753.029662 + Penalty 3776.214530 = -11443976.815132
  nChanged 2328
		SP:Iteration 39Q (26260.060000 sec): 3 clusters
  Score: Raw -11448679.201548 + Penalty 3776.214530 = -11444902.987017
  nChanged 2191
		SP:Iteration 40F (26260.710000 sec): 3 clusters
  Score: Raw -11449563.526062 + Penalty 3776.214530 = -11445787.311532
  nChanged 2152
		SP:Iteration 41Q (26261.340000 sec): 3 clusters
  Score: Raw -11450447.601737 + Penalty 3776.214530 = -11446671.387207
  nChanged 2009
		SP:Iteration 42Q (26262.010000 sec): 3 clusters
  Score: Raw -11451285.312111 + Penalty 3776.214530 = -11447509.097581
  nChanged 1849
		SP:Iteration 43Q (26262.650000 sec): 3 clusters
  Score: Raw -11452068.196133 + Penalty 3776.214530 = -11448291.981602
  nChanged 1680
		SP:Iteration 44Q (26263.260000 sec): 3 clusters
  Score: Raw -11452781.974446 + Penalty 3776.214530 = -11449005.759916
  nChanged 1502
		SP:Iteration 45Q (26263.870000 sec): 3 clusters
  Score: Raw -11453397.999195 + Penalty 3776.214530 = -11449621.784665
  nChanged 1320
		SP:Iteration 46Q (26264.520000 sec): 3 clusters
  Score: Raw -11453924.654276 + Penalty 3776.214530 = -11450148.439746
  nChanged 1177
		SP:Iteration 47Q (26265.130000 sec): 3 clusters
  Score: Raw -11454385.070375 + Penalty 3776.214530 = -11450608.855845
  nChanged 1065
		SP:Iteration 48Q (26265.790000 sec): 3 clusters
  Score: Raw -11454805.057251 + Penalty 3776.214530 = -11451028.842720
  nChanged 952
		SP:Iteration 49Q (26266.400000 sec): 3 clusters
  Score: Raw -11455179.495646 + Penalty 3776.214530 = -11451403.281116
  nChanged 816
		SP:Iteration 50Q (26266.980000 sec): 3 clusters
  Score: Raw -11455499.165634 + Penalty 3776.214530 = -11451722.951103
  nChanged 686
		SP:Iteration 51Q (26267.630000 sec): 3 clusters
  Score: Raw -11455755.840473 + Penalty 3776.214530 = -11451979.625943
  nChanged 580
		SP:Iteration 52Q (26268.280000 sec): 3 clusters
  Score: Raw -11455966.746412 + Penalty 3776.214530 = -11452190.531881
  nChanged 531
		SP:Iteration 53Q (26268.900000 sec): 3 clusters
  Score: Raw -11456161.291605 + Penalty 3776.214530 = -11452385.077075
  nChanged 456
		SP:Iteration 54Q (26269.560000 sec): 3 clusters
  Score: Raw -11456324.061827 + Penalty 3776.214530 = -11452547.847297
  nChanged 395
		SP:Iteration 55Q (26270.200000 sec): 3 clusters
  Score: Raw -11456461.621209 + Penalty 3776.214530 = -11452685.406678
  nChanged 335
		SP:Iteration 56Q (26270.820000 sec): 3 clusters
  Score: Raw -11456569.220118 + Penalty 3776.214530 = -11452793.005588
  nChanged 276
		SP:Iteration 57Q (26271.340000 sec): 3 clusters
  Score: Raw -11456656.297666 + Penalty 3776.214530 = -11452880.083136
  nChanged 251
		SP:Iteration 58Q (26271.890000 sec): 3 clusters
  Score: Raw -11456732.694322 + Penalty 3776.214530 = -11452956.479792
  nChanged 221
		SP:Iteration 59Q (26272.450000 sec): 3 clusters
  Score: Raw -11456800.902463 + Penalty 3776.214530 = -11453024.687933
  nChanged 167
		SP:Iteration 60F (26273.080000 sec): 3 clusters
  Score: Raw -11456849.071037 + Penalty 3776.214530 = -11453072.856507
  nChanged 120
		SP:Iteration 61Q (26273.710000 sec): 3 clusters
  Score: Raw -11456875.522282 + Penalty 3776.214530 = -11453099.307752
  nChanged 106
		SP:Iteration 62Q (26274.300000 sec): 3 clusters
  Score: Raw -11456896.547751 + Penalty 3776.214530 = -11453120.333221
  nChanged 79
		SP:Iteration 63Q (26274.930000 sec): 3 clusters
  Score: Raw -11456911.288828 + Penalty 3776.214530 = -11453135.074298
  nChanged 73
		SP:Iteration 64Q (26275.500000 sec): 3 clusters
  Score: Raw -11456925.431652 + Penalty 3776.214530 = -11453149.217122
  nChanged 61
		SP:Iteration 65Q (26276.120000 sec): 3 clusters
  Score: Raw -11456934.703518 + Penalty 3776.214530 = -11453158.488987
  nChanged 47
		SP:Iteration 66Q (26276.740000 sec): 3 clusters
  Score: Raw -11456942.232013 + Penalty 3776.214530 = -11453166.017483
  nChanged 42
		SP:Iteration 67Q (26277.320000 sec): 3 clusters
  Score: Raw -11456949.009461 + Penalty 3776.214530 = -11453172.794931
  nChanged 39
		SP:Iteration 68Q (26277.950000 sec): 3 clusters
  Score: Raw -11456956.498511 + Penalty 3776.214530 = -11453180.283981
  nChanged 41
		SP:Iteration 69Q (26278.510000 sec): 3 clusters
  Score: Raw -11456963.506798 + Penalty 3776.214530 = -11453187.292268
  nChanged 37
		SP:Iteration 70Q (26279.140000 sec): 3 clusters
  Score: Raw -11456971.742616 + Penalty 3776.214530 = -11453195.528085
  nChanged 42
		SP:Iteration 71Q (26279.740000 sec): 3 clusters
  Score: Raw -11456980.592054 + Penalty 3776.214530 = -11453204.377524
  nChanged 39
		SP:Iteration 72Q (26280.320000 sec): 3 clusters
  Score: Raw -11456990.614018 + Penalty 3776.214530 = -11453214.399488
  nChanged 37
		SP:Iteration 73Q (26280.980000 sec): 3 clusters
  Score: Raw -11456999.351319 + Penalty 3776.214530 = -11453223.136789
  nChanged 39
		SP:Iteration 74Q (26281.700000 sec): 3 clusters
  Score: Raw -11457006.021223 + Penalty 3776.214530 = -11453229.806693
  nChanged 40
		SP:Iteration 75Q (26282.370000 sec): 3 clusters
  Score: Raw -11457012.471430 + Penalty 3776.214530 = -11453236.256900
  nChanged 36
		SP:Iteration 76Q (26283.070000 sec): 3 clusters
  Score: Raw -11457017.290293 + Penalty 3776.214530 = -11453241.075763
  nChanged 22
		SP:Iteration 77Q (26283.700000 sec): 3 clusters
  Score: Raw -11457019.920636 + Penalty 3776.214530 = -11453243.706106
  nChanged 14
		SP:Iteration 78Q (26284.320000 sec): 3 clusters
  Score: Raw -11457021.630331 + Penalty 3776.214530 = -11453245.415801
  nChanged 10
		SP:Iteration 79Q (26284.970000 sec): 3 clusters
  Score: Raw -11457022.949162 + Penalty 3776.214530 = -11453246.734632
  nChanged 9
		SP:Iteration 80F (26285.620000 sec): 3 clusters
  Score: Raw -11457024.131966 + Penalty 3776.214530 = -11453247.917436
  nChanged 9
		SP:Iteration 81Q (26286.270000 sec): 3 clusters
  Score: Raw -11457025.717867 + Penalty 3776.214530 = -11453249.503337
  nChanged 14
		SP:Iteration 82Q (26286.890000 sec): 3 clusters
  Score: Raw -11457027.910698 + Penalty 3776.214530 = -11453251.696168
  nChanged 16
		SP:Iteration 83Q (26287.510000 sec): 3 clusters
  Score: Raw -11457029.696626 + Penalty 3776.214530 = -11453253.482096
  nChanged 13
		SP:Iteration 84Q (26288.120000 sec): 3 clusters
  Score: Raw -11457031.528024 + Penalty 3776.214530 = -11453255.313494
  nChanged 16
		SP:Iteration 85Q (26288.710000 sec): 3 clusters
  Score: Raw -11457034.333347 + Penalty 3776.214530 = -11453258.118817
  nChanged 20
		SP:Iteration 86Q (26289.350000 sec): 3 clusters
  Score: Raw -11457038.276358 + Penalty 3776.214530 = -11453262.061828
  nChanged 22
		SP:Iteration 87Q (26289.850000 sec): 3 clusters
  Score: Raw -11457041.771757 + Penalty 3776.214530 = -11453265.557226
  nChanged 11
		SP:Iteration 88Q (26290.380000 sec): 3 clusters
  Score: Raw -11457043.379580 + Penalty 3776.214530 = -11453267.165050
  nChanged 10
		SP:Iteration 89Q (26290.890000 sec): 3 clusters
  Score: Raw -11457045.064229 + Penalty 3776.214530 = -11453268.849699
  nChanged 15
		SP:Iteration 90Q (26291.420000 sec): 3 clusters
  Score: Raw -11457047.656891 + Penalty 3776.214530 = -11453271.442361
  nChanged 11
		SP:Iteration 91Q (26292.010000 sec): 3 clusters
  Score: Raw -11457050.394856 + Penalty 3776.214530 = -11453274.180326
  nChanged 19
		SP:Iteration 92Q (26292.590000 sec): 3 clusters
  Score: Raw -11457053.350228 + Penalty 3776.214530 = -11453277.135698
  nChanged 13
		SP:Iteration 93Q (26293.260000 sec): 3 clusters
  Score: Raw -11457054.904795 + Penalty 3776.214530 = -11453278.690265
  nChanged 6
		SP:Iteration 94Q (26293.900000 sec): 3 clusters
  Score: Raw -11457055.677505 + Penalty 3776.214530 = -11453279.462975
  nChanged 10
		SP:Iteration 95Q (26294.530000 sec): 3 clusters
  Score: Raw -11457057.150087 + Penalty 3776.214530 = -11453280.935557
  nChanged 4
		SP:Iteration 96Q (26295.120000 sec): 3 clusters
  Score: Raw -11457058.017718 + Penalty 3776.214530 = -11453281.803188
  nChanged 4
		SP:Iteration 97Q (26295.750000 sec): 3 clusters
  Score: Raw -11457058.821375 + Penalty 3776.214530 = -11453282.606845
  nChanged 6
		SP:Iteration 98Q (26296.430000 sec): 3 clusters
  Score: Raw -11457059.493210 + Penalty 3776.214530 = -11453283.278679
  nChanged 7
		SP:Iteration 99Q (26297.100000 sec): 3 clusters
  Score: Raw -11457060.671643 + Penalty 3776.214530 = -11453284.457112
  nChanged 2
		SP:Iteration 100F (26297.850000 sec): 3 clusters
  Score: Raw -11457061.060932 + Penalty 3776.214530 = -11453284.846401
  nChanged 4
		SP:Iteration 101Q (26298.550000 sec): 3 clusters
  Score: Raw -11457061.788852 + Penalty 3776.214530 = -11453285.574322
  nChanged 3
		SP:Iteration 102Q (26299.200000 sec): 3 clusters
  Score: Raw -11457062.725816 + Penalty 3776.214530 = -11453286.511285
  nChanged 6
		SP:Iteration 103Q (26299.870000 sec): 3 clusters
  Score: Raw -11457063.331552 + Penalty 3776.214530 = -11453287.117021
  nChanged 4
		SP:Iteration 104Q (26300.500000 sec): 3 clusters
  Score: Raw -11457063.935547 + Penalty 3776.214530 = -11453287.721016
  nChanged 4
		SP:Iteration 105Q (26301.190000 sec): 3 clusters
  Score: Raw -11457064.506967 + Penalty 3776.214530 = -11453288.292437
  nChanged 4
		SP:Iteration 106Q (26301.750000 sec): 3 clusters
  Score: Raw -11457065.167828 + Penalty 3776.214530 = -11453288.953298
  nChanged 4
		SP:Iteration 107Q (26302.330000 sec): 3 clusters
  Score: Raw -11457065.749050 + Penalty 3776.214530 = -11453289.534520
  nChanged 4
		SP:Iteration 108Q (26302.950000 sec): 3 clusters
  Score: Raw -11457066.457450 + Penalty 3776.214530 = -11453290.242920
  nChanged 6
		SP:Iteration 109Q (26303.540000 sec): 3 clusters
  Score: Raw -11457067.449345 + Penalty 3776.214530 = -11453291.234814
  nChanged 6
		SP:Iteration 110Q (26304.170000 sec): 3 clusters
  Score: Raw -11457068.127111 + Penalty 3776.214530 = -11453291.912581
  nChanged 7
		SP:Iteration 111Q (26304.790000 sec): 3 clusters
  Score: Raw -11457068.882124 + Penalty 3776.214530 = -11453292.667594
  nChanged 6
		SP:Iteration 112Q (26305.410000 sec): 3 clusters
  Score: Raw -11457069.598467 + Penalty 3776.214530 = -11453293.383937
  nChanged 6
		SP:Iteration 113Q (26306.070000 sec): 3 clusters
  Score: Raw -11457070.596073 + Penalty 3776.214530 = -11453294.381542
  nChanged 8
		SP:Iteration 114Q (26306.760000 sec): 3 clusters
  Score: Raw -11457071.638474 + Penalty 3776.214530 = -11453295.423944
  nChanged 6
		SP:Iteration 115Q (26307.420000 sec): 3 clusters
  Score: Raw -11457072.568627 + Penalty 3776.214530 = -11453296.354097
  nChanged 2
		SP:Iteration 116Q (26308.050000 sec): 3 clusters
  Score: Raw -11457072.781042 + Penalty 3776.214530 = -11453296.566511
  nChanged 1
		SP:Iteration 117Q (26308.670000 sec): 3 clusters
  Score: Raw -11457072.839798 + Penalty 3776.214530 = -11453296.625268
  nChanged 1
		SP:Iteration 118Q (26309.340000 sec): 3 clusters
  Score: Raw -11457073.048380 + Penalty 3776.214530 = -11453296.833850
  nChanged 1
		SP:Iteration 119Q (26309.880000 sec): 3 clusters
  Score: Raw -11457073.118472 + Penalty 3776.214530 = -11453296.903942
  nChanged 0
		SP:Iteration 120F (26310.630000 sec): 3 clusters
  Score: Raw -11457073.118472 + Penalty 3776.214530 = -11453296.903942
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26310.810000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26311.010000 sec): 3 clusters
  Score: Raw -21186.759060 + Penalty 1770.189646 = -19416.569415
  nChanged 55
		SP:Iteration 1F (26311.180000 sec): 3 clusters
  Score: Raw -21358.382035 + Penalty 1770.189646 = -19588.192389
  nChanged 8
		SP:Iteration 2Q (26311.390000 sec): 3 clusters
  Score: Raw -21382.668719 + Penalty 1770.189646 = -19612.479073
  nChanged 3
		SP:Iteration 3Q (26311.600000 sec): 3 clusters
  Score: Raw -21394.018695 + Penalty 1770.189646 = -19623.829049
  nChanged 2
		SP:Iteration 4Q (26311.790000 sec): 3 clusters
  Score: Raw -21402.799867 + Penalty 1770.189646 = -19632.610221
  nChanged 1
		SP:Iteration 5Q (26311.950000 sec): 3 clusters
  Score: Raw -21404.116705 + Penalty 1770.189646 = -19633.927059
  nChanged 0
		SP:Iteration 6F (26312.110000 sec): 3 clusters
  Score: Raw -21404.116705 + Penalty 1770.189646 = -19633.927059
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26312.210000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26312.390000 sec): 3 clusters
  Score: Raw -147879.812553 + Penalty 2342.554458 = -145537.258095
  nChanged 443
		SP:Iteration 1F (26312.570000 sec): 3 clusters
  Score: Raw -148160.690521 + Penalty 2342.554458 = -145818.136063
  nChanged 83
		SP:Iteration 2F (26312.760000 sec): 3 clusters
  Score: Raw -148222.939787 + Penalty 2342.554458 = -145880.385328
  nChanged 56
		SP:Iteration 3Q (26312.970000 sec): 3 clusters
  Score: Raw -148260.142030 + Penalty 2342.554458 = -145917.587572
  nChanged 28
		SP:Iteration 4Q (26313.160000 sec): 3 clusters
  Score: Raw -148275.346577 + Penalty 2342.554458 = -145932.792119
  nChanged 18
		SP:Iteration 5Q (26313.330000 sec): 3 clusters
  Score: Raw -148287.823416 + Penalty 2342.554458 = -145945.268958
  nChanged 15
		SP:Iteration 6Q (26313.510000 sec): 3 clusters
  Score: Raw -148296.451521 + Penalty 2342.554458 = -145953.897063
  nChanged 11
		SP:Iteration 7Q (26313.710000 sec): 3 clusters
  Score: Raw -148302.058702 + Penalty 2342.554458 = -145959.504243
  nChanged 6
		SP:Iteration 8Q (26313.860000 sec): 3 clusters
  Score: Raw -148305.513520 + Penalty 2342.554458 = -145962.959062
  nChanged 4
		SP:Iteration 9Q (26314.070000 sec): 3 clusters
  Score: Raw -148308.538407 + Penalty 2342.554458 = -145965.983949
  nChanged 5
		SP:Iteration 10Q (26314.230000 sec): 3 clusters
  Score: Raw -148310.552011 + Penalty 2342.554458 = -145967.997553
  nChanged 5
		SP:Iteration 11Q (26314.380000 sec): 3 clusters
  Score: Raw -148313.103267 + Penalty 2342.554458 = -145970.548809
  nChanged 5
		SP:Iteration 12Q (26314.570000 sec): 3 clusters
  Score: Raw -148314.390399 + Penalty 2342.554458 = -145971.835941
  nChanged 3
		SP:Iteration 13Q (26314.760000 sec): 3 clusters
  Score: Raw -148316.480232 + Penalty 2342.554458 = -145973.925773
  nChanged 1
		SP:Iteration 14Q (26314.950000 sec): 3 clusters
  Score: Raw -148316.576539 + Penalty 2342.554458 = -145974.022081
  nChanged 0
		SP:Iteration 15F (26315.110000 sec): 3 clusters
  Score: Raw -148316.576539 + Penalty 2342.554458 = -145974.022081
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26315.290000 sec): 2 clusters
  Score: Raw -1220759.197291 + Penalty 1525.043283 = -1219234.154008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26315.560000 sec): 3 clusters
  Score: Raw -1213930.915177 + Penalty 3050.086566 = -1210880.828611
  nChanged 5178
		SP:Iteration 1F (26315.790000 sec): 3 clusters
  Score: Raw -1216982.485356 + Penalty 3050.086566 = -1213932.398790
  nChanged 1094
		SP:Iteration 2F (26316.030000 sec): 3 clusters
  Score: Raw -1217827.234082 + Penalty 3050.086566 = -1214777.147516
  nChanged 1068
		SP:Iteration 3F (26316.300000 sec): 3 clusters
  Score: Raw -1218616.916783 + Penalty 3050.086566 = -1215566.830217
  nChanged 820
		SP:Iteration 4F (26316.590000 sec): 3 clusters
  Score: Raw -1219121.722356 + Penalty 3050.086566 = -1216071.635790
  nChanged 578
		SP:Iteration 5Q (26316.830000 sec): 3 clusters
  Score: Raw -1219422.223951 + Penalty 3050.086566 = -1216372.137385
  nChanged 465
		SP:Iteration 6Q (26317.110000 sec): 3 clusters
  Score: Raw -1219655.635485 + Penalty 3050.086566 = -1216605.548919
  nChanged 351
		SP:Iteration 7Q (26317.330000 sec): 3 clusters
  Score: Raw -1219822.994120 + Penalty 3050.086566 = -1216772.907554
  nChanged 286
		SP:Iteration 8Q (26317.520000 sec): 3 clusters
  Score: Raw -1219947.325336 + Penalty 3050.086566 = -1216897.238770
  nChanged 255
		SP:Iteration 9Q (26317.790000 sec): 3 clusters
  Score: Raw -1220062.090818 + Penalty 3050.086566 = -1217012.004252
  nChanged 225
		SP:Iteration 10Q (26318.030000 sec): 3 clusters
  Score: Raw -1220166.183171 + Penalty 3050.086566 = -1217116.096606
  nChanged 197
		SP:Iteration 11Q (26318.290000 sec): 3 clusters
  Score: Raw -1220270.789252 + Penalty 3050.086566 = -1217220.702686
  nChanged 220
		SP:Iteration 12Q (26318.490000 sec): 3 clusters
  Score: Raw -1220400.277658 + Penalty 3050.086566 = -1217350.191092
  nChanged 204
		SP:Iteration 13Q (26318.730000 sec): 3 clusters
  Score: Raw -1220522.721910 + Penalty 3050.086566 = -1217472.635344
  nChanged 187
		SP:Iteration 14Q (26319.040000 sec): 3 clusters
  Score: Raw -1220651.302201 + Penalty 3050.086566 = -1217601.215635
  nChanged 162
		SP:Iteration 15Q (26319.260000 sec): 3 clusters
  Score: Raw -1220761.743514 + Penalty 3050.086566 = -1217711.656948
  nChanged 138
		SP:Iteration 16Q (26319.500000 sec): 3 clusters
  Score: Raw -1220867.532547 + Penalty 3050.086566 = -1217817.445981
  nChanged 97
		SP:Iteration 17Q (26319.780000 sec): 3 clusters
  Score: Raw -1220939.469836 + Penalty 3050.086566 = -1217889.383270
  nChanged 67
		SP:Iteration 18Q (26319.990000 sec): 3 clusters
  Score: Raw -1220984.237390 + Penalty 3050.086566 = -1217934.150824
  nChanged 44
		SP:Iteration 19Q (26320.300000 sec): 3 clusters
  Score: Raw -1221019.733587 + Penalty 3050.086566 = -1217969.647021
  nChanged 42
		SP:Iteration 20F (26320.530000 sec): 3 clusters
  Score: Raw -1221054.333528 + Penalty 3050.086566 = -1218004.246962
  nChanged 29
		SP:Iteration 21Q (26320.760000 sec): 3 clusters
  Score: Raw -1221077.407498 + Penalty 3050.086566 = -1218027.320932
  nChanged 18
		SP:Iteration 22Q (26320.970000 sec): 3 clusters
  Score: Raw -1221087.776486 + Penalty 3050.086566 = -1218037.689920
  nChanged 8
		SP:Iteration 23Q (26321.230000 sec): 3 clusters
  Score: Raw -1221092.228994 + Penalty 3050.086566 = -1218042.142428
  nChanged 7
		SP:Iteration 24Q (26321.550000 sec): 3 clusters
  Score: Raw -1221096.697392 + Penalty 3050.086566 = -1218046.610826
  nChanged 7
		SP:Iteration 25Q (26321.770000 sec): 3 clusters
  Score: Raw -1221100.613472 + Penalty 3050.086566 = -1218050.526906
  nChanged 4
		SP:Iteration 26Q (26322.010000 sec): 3 clusters
  Score: Raw -1221103.663938 + Penalty 3050.086566 = -1218053.577372
  nChanged 5
		SP:Iteration 27Q (26322.260000 sec): 3 clusters
  Score: Raw -1221107.782229 + Penalty 3050.086566 = -1218057.695663
  nChanged 5
		SP:Iteration 28Q (26322.480000 sec): 3 clusters
  Score: Raw -1221110.950775 + Penalty 3050.086566 = -1218060.864209
  nChanged 4
		SP:Iteration 29Q (26322.690000 sec): 3 clusters
  Score: Raw -1221114.111363 + Penalty 3050.086566 = -1218064.024797
  nChanged 5
		SP:Iteration 30Q (26322.870000 sec): 3 clusters
  Score: Raw -1221118.562340 + Penalty 3050.086566 = -1218068.475774
  nChanged 3
		SP:Iteration 31Q (26323.130000 sec): 3 clusters
  Score: Raw -1221121.021499 + Penalty 3050.086566 = -1218070.934933
  nChanged 1
		SP:Iteration 32Q (26323.330000 sec): 3 clusters
  Score: Raw -1221122.307174 + Penalty 3050.086566 = -1218072.220608
  nChanged 2
		SP:Iteration 33Q (26323.570000 sec): 3 clusters
  Score: Raw -1221123.598903 + Penalty 3050.086566 = -1218073.512337
  nChanged 0
		SP:Iteration 34F (26323.770000 sec): 3 clusters
  Score: Raw -1221123.598903 + Penalty 3050.086566 = -1218073.512337
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26324.000000 sec): 2 clusters
  Score: Raw -1960209.586325 + Penalty 1613.985875 = -1958595.600450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26324.260000 sec): 3 clusters
  Score: Raw -1947715.394963 + Penalty 3227.971751 = -1944487.423213
  nChanged 9361
		SP:Iteration 1F (26324.540000 sec): 3 clusters
  Score: Raw -1953097.413652 + Penalty 3227.971751 = -1949869.441901
  nChanged 1224
		SP:Iteration 2F (26324.810000 sec): 3 clusters
  Score: Raw -1953691.248336 + Penalty 3227.971751 = -1950463.276586
  nChanged 1202
		SP:Iteration 3F (26325.070000 sec): 3 clusters
  Score: Raw -1954295.146714 + Penalty 3227.971751 = -1951067.174963
  nChanged 1211
		SP:Iteration 4F (26325.340000 sec): 3 clusters
  Score: Raw -1954969.067408 + Penalty 3227.971751 = -1951741.095658
  nChanged 1230
		SP:Iteration 5F (26325.610000 sec): 3 clusters
  Score: Raw -1955696.102486 + Penalty 3227.971751 = -1952468.130736
  nChanged 1205
		SP:Iteration 6F (26325.900000 sec): 3 clusters
  Score: Raw -1956485.236415 + Penalty 3227.971751 = -1953257.264665
  nChanged 1176
		SP:Iteration 7F (26326.180000 sec): 3 clusters
  Score: Raw -1957263.114608 + Penalty 3227.971751 = -1954035.142857
  nChanged 1045
		SP:Iteration 8F (26326.400000 sec): 3 clusters
  Score: Raw -1957980.771272 + Penalty 3227.971751 = -1954752.799521
  nChanged 885
		SP:Iteration 9Q (26326.690000 sec): 3 clusters
  Score: Raw -1958649.392498 + Penalty 3227.971751 = -1955421.420748
  nChanged 717
		SP:Iteration 10Q (26327.030000 sec): 3 clusters
  Score: Raw -1959147.010986 + Penalty 3227.971751 = -1955919.039236
  nChanged 551
		SP:Iteration 11Q (26327.350000 sec): 3 clusters
  Score: Raw -1959479.688428 + Penalty 3227.971751 = -1956251.716677
  nChanged 411
		SP:Iteration 12Q (26327.660000 sec): 3 clusters
  Score: Raw -1959687.958483 + Penalty 3227.971751 = -1956459.986732
  nChanged 334
		SP:Iteration 13Q (26327.970000 sec): 3 clusters
  Score: Raw -1959826.815108 + Penalty 3227.971751 = -1956598.843358
  nChanged 277
		SP:Iteration 14Q (26328.270000 sec): 3 clusters
  Score: Raw -1959926.639270 + Penalty 3227.971751 = -1956698.667520
  nChanged 209
		SP:Iteration 15Q (26328.530000 sec): 3 clusters
  Score: Raw -1959999.703647 + Penalty 3227.971751 = -1956771.731896
  nChanged 184
		SP:Iteration 16Q (26328.830000 sec): 3 clusters
  Score: Raw -1960060.215408 + Penalty 3227.971751 = -1956832.243657
  nChanged 188
		SP:Iteration 17Q (26329.110000 sec): 3 clusters
  Score: Raw -1960128.486804 + Penalty 3227.971751 = -1956900.515053
  nChanged 179
		SP:Iteration 18Q (26329.370000 sec): 3 clusters
  Score: Raw -1960196.197592 + Penalty 3227.971751 = -1956968.225841
  nChanged 168
		SP:Iteration 19Q (26329.710000 sec): 3 clusters
  Score: Raw -1960250.926043 + Penalty 3227.971751 = -1957022.954293
  nChanged 133
		SP:Iteration 20F (26330.020000 sec): 3 clusters
  Score: Raw -1960288.665596 + Penalty 3227.971751 = -1957060.693845
  nChanged 112
		SP:Iteration 21Q (26330.330000 sec): 3 clusters
  Score: Raw -1960318.747693 + Penalty 3227.971751 = -1957090.775943
  nChanged 101
		SP:Iteration 22Q (26330.590000 sec): 3 clusters
  Score: Raw -1960340.715214 + Penalty 3227.971751 = -1957112.743463
  nChanged 88
		SP:Iteration 23Q (26330.850000 sec): 3 clusters
  Score: Raw -1960360.752103 + Penalty 3227.971751 = -1957132.780352
  nChanged 87
		SP:Iteration 24Q (26331.130000 sec): 3 clusters
  Score: Raw -1960383.767308 + Penalty 3227.971751 = -1957155.795557
  nChanged 85
		SP:Iteration 25Q (26331.470000 sec): 3 clusters
  Score: Raw -1960409.796826 + Penalty 3227.971751 = -1957181.825075
  nChanged 84
		SP:Iteration 26Q (26331.740000 sec): 3 clusters
  Score: Raw -1960440.260302 + Penalty 3227.971751 = -1957212.288551
  nChanged 86
		SP:Iteration 27Q (26331.980000 sec): 3 clusters
  Score: Raw -1960471.664072 + Penalty 3227.971751 = -1957243.692321
  nChanged 85
		SP:Iteration 28Q (26332.220000 sec): 3 clusters
  Score: Raw -1960509.809851 + Penalty 3227.971751 = -1957281.838100
  nChanged 99
		SP:Iteration 29Q (26332.490000 sec): 3 clusters
  Score: Raw -1960562.734163 + Penalty 3227.971751 = -1957334.762413
  nChanged 105
		SP:Iteration 30Q (26332.710000 sec): 3 clusters
  Score: Raw -1960636.730272 + Penalty 3227.971751 = -1957408.758521
  nChanged 129
		SP:Iteration 31Q (26332.980000 sec): 3 clusters
  Score: Raw -1960756.585444 + Penalty 3227.971751 = -1957528.613693
  nChanged 132
		SP:Iteration 32Q (26333.220000 sec): 3 clusters
  Score: Raw -1960867.200767 + Penalty 3227.971751 = -1957639.229016
  nChanged 115
		SP:Iteration 33Q (26333.490000 sec): 3 clusters
  Score: Raw -1960927.090286 + Penalty 3227.971751 = -1957699.118536
  nChanged 92
		SP:Iteration 34Q (26333.810000 sec): 3 clusters
  Score: Raw -1960962.898705 + Penalty 3227.971751 = -1957734.926954
  nChanged 76
		SP:Iteration 35Q (26334.060000 sec): 3 clusters
  Score: Raw -1960992.272692 + Penalty 3227.971751 = -1957764.300941
  nChanged 66
		SP:Iteration 36Q (26334.360000 sec): 3 clusters
  Score: Raw -1961016.960864 + Penalty 3227.971751 = -1957788.989113
  nChanged 46
		SP:Iteration 37Q (26334.650000 sec): 3 clusters
  Score: Raw -1961034.931638 + Penalty 3227.971751 = -1957806.959887
  nChanged 46
		SP:Iteration 38Q (26334.910000 sec): 3 clusters
  Score: Raw -1961052.323112 + Penalty 3227.971751 = -1957824.351361
  nChanged 39
		SP:Iteration 39Q (26335.140000 sec): 3 clusters
  Score: Raw -1961066.423672 + Penalty 3227.971751 = -1957838.451921
  nChanged 39
		SP:Iteration 40F (26335.460000 sec): 3 clusters
  Score: Raw -1961078.586082 + Penalty 3227.971751 = -1957850.614331
  nChanged 25
		SP:Iteration 41Q (26335.750000 sec): 3 clusters
  Score: Raw -1961083.769293 + Penalty 3227.971751 = -1957855.797542
  nChanged 19
		SP:Iteration 42Q (26336.030000 sec): 3 clusters
  Score: Raw -1961087.502184 + Penalty 3227.971751 = -1957859.530433
  nChanged 13
		SP:Iteration 43Q (26336.310000 sec): 3 clusters
  Score: Raw -1961089.900341 + Penalty 3227.971751 = -1957861.928590
  nChanged 12
		SP:Iteration 44Q (26336.570000 sec): 3 clusters
  Score: Raw -1961091.761806 + Penalty 3227.971751 = -1957863.790055
  nChanged 4
		SP:Iteration 45Q (26336.850000 sec): 3 clusters
  Score: Raw -1961093.315509 + Penalty 3227.971751 = -1957865.343759
  nChanged 11
		SP:Iteration 46Q (26337.140000 sec): 3 clusters
  Score: Raw -1961095.847707 + Penalty 3227.971751 = -1957867.875957
  nChanged 6
		SP:Iteration 47Q (26337.410000 sec): 3 clusters
  Score: Raw -1961097.735920 + Penalty 3227.971751 = -1957869.764170
  nChanged 6
		SP:Iteration 48Q (26337.650000 sec): 3 clusters
  Score: Raw -1961099.390116 + Penalty 3227.971751 = -1957871.418365
  nChanged 6
		SP:Iteration 49Q (26337.910000 sec): 3 clusters
  Score: Raw -1961100.747339 + Penalty 3227.971751 = -1957872.775588
  nChanged 7
		SP:Iteration 50Q (26338.210000 sec): 3 clusters
  Score: Raw -1961101.574061 + Penalty 3227.971751 = -1957873.602311
  nChanged 2
		SP:Iteration 51Q (26338.460000 sec): 3 clusters
  Score: Raw -1961101.820893 + Penalty 3227.971751 = -1957873.849143
  nChanged 3
		SP:Iteration 52Q (26338.770000 sec): 3 clusters
  Score: Raw -1961102.666772 + Penalty 3227.971751 = -1957874.695021
  nChanged 1
		SP:Iteration 53Q (26339.080000 sec): 3 clusters
  Score: Raw -1961102.844108 + Penalty 3227.971751 = -1957874.872357
  nChanged 2
		SP:Iteration 54Q (26339.330000 sec): 3 clusters
  Score: Raw -1961103.210166 + Penalty 3227.971751 = -1957875.238415
  nChanged 2
		SP:Iteration 55Q (26339.650000 sec): 3 clusters
  Score: Raw -1961103.511776 + Penalty 3227.971751 = -1957875.540025
  nChanged 2
		SP:Iteration 56Q (26339.910000 sec): 3 clusters
  Score: Raw -1961103.813914 + Penalty 3227.971751 = -1957875.842164
  nChanged 0
		SP:Iteration 57F (26340.210000 sec): 3 clusters
  Score: Raw -1961103.813914 + Penalty 3227.971751 = -1957875.842164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (10129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26340.350000 sec): 2 clusters
  Score: Raw -951668.230569 + Penalty 1498.763155 = -950169.467415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26340.620000 sec): 3 clusters
  Score: Raw -945897.451820 + Penalty 2997.526310 = -942899.925510
  nChanged 4384
		SP:Iteration 1F (26340.850000 sec): 3 clusters
  Score: Raw -948304.427113 + Penalty 2997.526310 = -945306.900803
  nChanged 740
		SP:Iteration 2F (26341.090000 sec): 3 clusters
  Score: Raw -948711.285169 + Penalty 2997.526310 = -945713.758859
  nChanged 676
		SP:Iteration 3F (26341.320000 sec): 3 clusters
  Score: Raw -949147.277918 + Penalty 2997.526310 = -946149.751609
  nChanged 664
		SP:Iteration 4F (26341.510000 sec): 3 clusters
  Score: Raw -949620.912833 + Penalty 2997.526310 = -946623.386523
  nChanged 620
		SP:Iteration 5F (26341.750000 sec): 3 clusters
  Score: Raw -950034.474335 + Penalty 2997.526310 = -947036.948025
  nChanged 550
		SP:Iteration 6F (26342.010000 sec): 3 clusters
  Score: Raw -950426.615831 + Penalty 2997.526310 = -947429.089522
  nChanged 449
		SP:Iteration 7Q (26342.260000 sec): 3 clusters
  Score: Raw -950708.569045 + Penalty 2997.526310 = -947711.042736
  nChanged 352
		SP:Iteration 8Q (26342.470000 sec): 3 clusters
  Score: Raw -950946.196107 + Penalty 2997.526310 = -947948.669798
  nChanged 298
		SP:Iteration 9Q (26342.730000 sec): 3 clusters
  Score: Raw -951143.725553 + Penalty 2997.526310 = -948146.199243
  nChanged 243
		SP:Iteration 10Q (26342.930000 sec): 3 clusters
  Score: Raw -951324.563812 + Penalty 2997.526310 = -948327.037503
  nChanged 223
		SP:Iteration 11Q (26343.190000 sec): 3 clusters
  Score: Raw -951481.130269 + Penalty 2997.526310 = -948483.603959
  nChanged 184
		SP:Iteration 12Q (26343.440000 sec): 3 clusters
  Score: Raw -951613.204614 + Penalty 2997.526310 = -948615.678304
  nChanged 165
		SP:Iteration 13Q (26343.630000 sec): 3 clusters
  Score: Raw -951719.688439 + Penalty 2997.526310 = -948722.162129
  nChanged 136
		SP:Iteration 14Q (26343.890000 sec): 3 clusters
  Score: Raw -951786.364297 + Penalty 2997.526310 = -948788.837988
  nChanged 97
		SP:Iteration 15Q (26344.110000 sec): 3 clusters
  Score: Raw -951834.319080 + Penalty 2997.526310 = -948836.792771
  nChanged 85
		SP:Iteration 16Q (26344.390000 sec): 3 clusters
  Score: Raw -951881.993920 + Penalty 2997.526310 = -948884.467611
  nChanged 75
		SP:Iteration 17Q (26344.640000 sec): 3 clusters
  Score: Raw -951923.677513 + Penalty 2997.526310 = -948926.151203
  nChanged 69
		SP:Iteration 18Q (26344.840000 sec): 3 clusters
  Score: Raw -951966.926749 + Penalty 2997.526310 = -948969.400439
  nChanged 75
		SP:Iteration 19Q (26345.060000 sec): 3 clusters
  Score: Raw -952026.541914 + Penalty 2997.526310 = -949029.015604
  nChanged 67
		SP:Iteration 20F (26345.290000 sec): 3 clusters
  Score: Raw -952070.249128 + Penalty 2997.526310 = -949072.722818
  nChanged 60
		SP:Iteration 21Q (26345.520000 sec): 3 clusters
  Score: Raw -952107.902560 + Penalty 2997.526310 = -949110.376251
  nChanged 46
		SP:Iteration 22Q (26345.790000 sec): 3 clusters
  Score: Raw -952142.538338 + Penalty 2997.526310 = -949145.012028
  nChanged 49
		SP:Iteration 23Q (26345.990000 sec): 3 clusters
  Score: Raw -952177.460086 + Penalty 2997.526310 = -949179.933777
  nChanged 43
		SP:Iteration 24Q (26346.230000 sec): 3 clusters
  Score: Raw -952202.453161 + Penalty 2997.526310 = -949204.926852
  nChanged 37
		SP:Iteration 25Q (26346.460000 sec): 3 clusters
  Score: Raw -952222.872321 + Penalty 2997.526310 = -949225.346011
  nChanged 30
		SP:Iteration 26Q (26346.700000 sec): 3 clusters
  Score: Raw -952241.389118 + Penalty 2997.526310 = -949243.862808
  nChanged 29
		SP:Iteration 27Q (26346.880000 sec): 3 clusters
  Score: Raw -952256.392130 + Penalty 2997.526310 = -949258.865821
  nChanged 27
		SP:Iteration 28Q (26347.150000 sec): 3 clusters
  Score: Raw -952273.020846 + Penalty 2997.526310 = -949275.494536
  nChanged 32
		SP:Iteration 29Q (26347.330000 sec): 3 clusters
  Score: Raw -952292.731126 + Penalty 2997.526310 = -949295.204816
  nChanged 19
		SP:Iteration 30Q (26347.550000 sec): 3 clusters
  Score: Raw -952303.058813 + Penalty 2997.526310 = -949305.532503
  nChanged 16
		SP:Iteration 31Q (26347.790000 sec): 3 clusters
  Score: Raw -952309.932563 + Penalty 2997.526310 = -949312.406254
  nChanged 12
		SP:Iteration 32Q (26348.070000 sec): 3 clusters
  Score: Raw -952315.612632 + Penalty 2997.526310 = -949318.086322
  nChanged 10
		SP:Iteration 33Q (26348.280000 sec): 3 clusters
  Score: Raw -952318.925591 + Penalty 2997.526310 = -949321.399281
  nChanged 7
		SP:Iteration 34Q (26348.500000 sec): 3 clusters
  Score: Raw -952322.326441 + Penalty 2997.526310 = -949324.800131
  nChanged 6
		SP:Iteration 35Q (26348.730000 sec): 3 clusters
  Score: Raw -952325.315344 + Penalty 2997.526310 = -949327.789035
  nChanged 7
		SP:Iteration 36Q (26348.940000 sec): 3 clusters
  Score: Raw -952327.848946 + Penalty 2997.526310 = -949330.322636
  nChanged 3
		SP:Iteration 37Q (26349.160000 sec): 3 clusters
  Score: Raw -952328.610367 + Penalty 2997.526310 = -949331.084058
  nChanged 2
		SP:Iteration 38Q (26349.410000 sec): 3 clusters
  Score: Raw -952329.350081 + Penalty 2997.526310 = -949331.823771
  nChanged 1
		SP:Iteration 39Q (26349.640000 sec): 3 clusters
  Score: Raw -952329.777733 + Penalty 2997.526310 = -949332.251423
  nChanged 2
		SP:Iteration 40F (26349.870000 sec): 3 clusters
  Score: Raw -952330.168260 + Penalty 2997.526310 = -949332.641950
  nChanged 2
		SP:Iteration 41Q (26350.110000 sec): 3 clusters
  Score: Raw -952330.974785 + Penalty 2997.526310 = -949333.448475
  nChanged 1
		SP:Iteration 42Q (26350.290000 sec): 3 clusters
  Score: Raw -952331.113866 + Penalty 2997.526310 = -949333.587556
  nChanged 0
		SP:Iteration 43F (26350.530000 sec): 3 clusters
  Score: Raw -952331.113866 + Penalty 2997.526310 = -949333.587556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26350.640000 sec): 2 clusters
  Score: Raw -149420.306723 + Penalty 1188.289943 = -148232.016779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26350.840000 sec): 3 clusters
  Score: Raw -148846.984482 + Penalty 2376.579887 = -146470.404595
  nChanged 500
		SP:Iteration 1F (26351.010000 sec): 3 clusters
  Score: Raw -149206.767151 + Penalty 2376.579887 = -146830.187264
  nChanged 113
		SP:Iteration 2F (26351.170000 sec): 3 clusters
  Score: Raw -149332.587780 + Penalty 2376.579887 = -146956.007893
  nChanged 76
		SP:Iteration 3F (26351.370000 sec): 3 clusters
  Score: Raw -149442.765207 + Penalty 2376.579887 = -147066.185320
  nChanged 74
		SP:Iteration 4Q (26351.560000 sec): 3 clusters
  Score: Raw -149530.705428 + Penalty 2376.579887 = -147154.125541
  nChanged 71
		SP:Iteration 5Q (26351.740000 sec): 3 clusters
  Score: Raw -149592.171057 + Penalty 2376.579887 = -147215.591170
  nChanged 42
		SP:Iteration 6Q (26351.920000 sec): 3 clusters
  Score: Raw -149627.530001 + Penalty 2376.579887 = -147250.950114
  nChanged 32
		SP:Iteration 7Q (26352.130000 sec): 3 clusters
  Score: Raw -149650.015900 + Penalty 2376.579887 = -147273.436013
  nChanged 31
		SP:Iteration 8Q (26352.280000 sec): 3 clusters
  Score: Raw -149675.435815 + Penalty 2376.579887 = -147298.855929
  nChanged 26
		SP:Iteration 9Q (26352.460000 sec): 3 clusters
  Score: Raw -149699.739463 + Penalty 2376.579887 = -147323.159576
  nChanged 24
		SP:Iteration 10Q (26352.650000 sec): 3 clusters
  Score: Raw -149717.437948 + Penalty 2376.579887 = -147340.858061
  nChanged 20
		SP:Iteration 11Q (26352.820000 sec): 3 clusters
  Score: Raw -149734.811346 + Penalty 2376.579887 = -147358.231459
  nChanged 25
		SP:Iteration 12Q (26353.000000 sec): 3 clusters
  Score: Raw -149755.636206 + Penalty 2376.579887 = -147379.056319
  nChanged 17
		SP:Iteration 13Q (26353.180000 sec): 3 clusters
  Score: Raw -149766.172925 + Penalty 2376.579887 = -147389.593039
  nChanged 14
		SP:Iteration 14Q (26353.410000 sec): 3 clusters
  Score: Raw -149776.831718 + Penalty 2376.579887 = -147400.251831
  nChanged 14
		SP:Iteration 15Q (26353.620000 sec): 3 clusters
  Score: Raw -149789.358005 + Penalty 2376.579887 = -147412.778118
  nChanged 9
		SP:Iteration 16Q (26353.800000 sec): 3 clusters
  Score: Raw -149796.298963 + Penalty 2376.579887 = -147419.719076
  nChanged 8
		SP:Iteration 17Q (26353.970000 sec): 3 clusters
  Score: Raw -149800.888595 + Penalty 2376.579887 = -147424.308708
  nChanged 4
		SP:Iteration 18Q (26354.150000 sec): 3 clusters
  Score: Raw -149804.251144 + Penalty 2376.579887 = -147427.671257
  nChanged 5
		SP:Iteration 19Q (26354.350000 sec): 3 clusters
  Score: Raw -149808.384122 + Penalty 2376.579887 = -147431.804235
  nChanged 8
		SP:Iteration 20F (26354.460000 sec): 3 clusters
  Score: Raw -149814.179336 + Penalty 2376.579887 = -147437.599449
  nChanged 6
		SP:Iteration 21Q (26354.660000 sec): 3 clusters
  Score: Raw -149820.439873 + Penalty 2376.579887 = -147443.859986
  nChanged 6
		SP:Iteration 22Q (26354.830000 sec): 3 clusters
  Score: Raw -149827.766443 + Penalty 2376.579887 = -147451.186556
  nChanged 7
		SP:Iteration 23Q (26354.970000 sec): 3 clusters
  Score: Raw -149832.726911 + Penalty 2376.579887 = -147456.147024
  nChanged 8
		SP:Iteration 24Q (26355.180000 sec): 3 clusters
  Score: Raw -149840.176230 + Penalty 2376.579887 = -147463.596344
  nChanged 10
		SP:Iteration 25Q (26355.350000 sec): 3 clusters
  Score: Raw -149848.126270 + Penalty 2376.579887 = -147471.546383
  nChanged 7
		SP:Iteration 26Q (26355.520000 sec): 3 clusters
  Score: Raw -149856.421358 + Penalty 2376.579887 = -147479.841471
  nChanged 10
		SP:Iteration 27Q (26355.700000 sec): 3 clusters
  Score: Raw -149867.257389 + Penalty 2376.579887 = -147490.677502
  nChanged 7
		SP:Iteration 28Q (26355.880000 sec): 3 clusters
  Score: Raw -149873.880464 + Penalty 2376.579887 = -147497.300577
  nChanged 6
		SP:Iteration 29Q (26356.070000 sec): 3 clusters
  Score: Raw -149879.553047 + Penalty 2376.579887 = -147502.973160
  nChanged 5
		SP:Iteration 30Q (26356.260000 sec): 3 clusters
  Score: Raw -149887.374977 + Penalty 2376.579887 = -147510.795090
  nChanged 9
		SP:Iteration 31Q (26356.470000 sec): 3 clusters
  Score: Raw -149896.940861 + Penalty 2376.579887 = -147520.360974
  nChanged 6
		SP:Iteration 32Q (26356.690000 sec): 3 clusters
  Score: Raw -149900.502572 + Penalty 2376.579887 = -147523.922685
  nChanged 4
		SP:Iteration 33Q (26356.880000 sec): 3 clusters
  Score: Raw -149903.146878 + Penalty 2376.579887 = -147526.566991
  nChanged 4
		SP:Iteration 34Q (26357.070000 sec): 3 clusters
  Score: Raw -149905.522275 + Penalty 2376.579887 = -147528.942388
  nChanged 1
		SP:Iteration 35Q (26357.250000 sec): 3 clusters
  Score: Raw -149906.020294 + Penalty 2376.579887 = -147529.440407
  nChanged 1
		SP:Iteration 36Q (26357.420000 sec): 3 clusters
  Score: Raw -149906.334635 + Penalty 2376.579887 = -147529.754749
  nChanged 1
		SP:Iteration 37Q (26357.600000 sec): 3 clusters
  Score: Raw -149907.740090 + Penalty 2376.579887 = -147531.160203
  nChanged 5
		SP:Iteration 38Q (26357.790000 sec): 3 clusters
  Score: Raw -149911.680559 + Penalty 2376.579887 = -147535.100673
  nChanged 1
		SP:Iteration 39Q (26358.000000 sec): 3 clusters
  Score: Raw -149912.122677 + Penalty 2376.579887 = -147535.542790
  nChanged 3
		SP:Iteration 40F (26358.240000 sec): 3 clusters
  Score: Raw -149913.948842 + Penalty 2376.579887 = -147537.368955
  nChanged 3
		SP:Iteration 41Q (26358.410000 sec): 3 clusters
  Score: Raw -149917.766973 + Penalty 2376.579887 = -147541.187086
  nChanged 2
		SP:Iteration 42Q (26358.590000 sec): 3 clusters
  Score: Raw -149919.760207 + Penalty 2376.579887 = -147543.180320
  nChanged 2
		SP:Iteration 43Q (26358.760000 sec): 3 clusters
  Score: Raw -149920.977022 + Penalty 2376.579887 = -147544.397135
  nChanged 1
		SP:Iteration 44Q (26359.000000 sec): 3 clusters
  Score: Raw -149921.965606 + Penalty 2376.579887 = -147545.385720
  nChanged 1
		SP:Iteration 45Q (26359.150000 sec): 3 clusters
  Score: Raw -149922.577063 + Penalty 2376.579887 = -147545.997177
  nChanged 0
		SP:Iteration 46F (26359.300000 sec): 3 clusters
  Score: Raw -149922.577063 + Penalty 2376.579887 = -147545.997177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (10671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26359.460000 sec): 2 clusters
  Score: Raw -1103841.294540 + Penalty 1507.233822 = -1102334.060718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26359.730000 sec): 3 clusters
  Score: Raw -1097784.053422 + Penalty 3014.467645 = -1094769.585777
  nChanged 4619
		SP:Iteration 1F (26359.940000 sec): 3 clusters
  Score: Raw -1100373.364970 + Penalty 3014.467645 = -1097358.897325
  nChanged 745
		SP:Iteration 2F (26360.170000 sec): 3 clusters
  Score: Raw -1100845.767884 + Penalty 3014.467645 = -1097831.300239
  nChanged 727
		SP:Iteration 3F (26360.460000 sec): 3 clusters
  Score: Raw -1101289.645311 + Penalty 3014.467645 = -1098275.177666
  nChanged 704
		SP:Iteration 4F (26360.710000 sec): 3 clusters
  Score: Raw -1101761.323124 + Penalty 3014.467645 = -1098746.855479
  nChanged 670
		SP:Iteration 5F (26360.900000 sec): 3 clusters
  Score: Raw -1102232.619219 + Penalty 3014.467645 = -1099218.151575
  nChanged 684
		SP:Iteration 6F (26361.100000 sec): 3 clusters
  Score: Raw -1102755.860782 + Penalty 3014.467645 = -1099741.393138
  nChanged 576
		SP:Iteration 7F (26361.400000 sec): 3 clusters
  Score: Raw -1103244.403801 + Penalty 3014.467645 = -1100229.936156
  nChanged 489
		SP:Iteration 8Q (26361.660000 sec): 3 clusters
  Score: Raw -1103756.987886 + Penalty 3014.467645 = -1100742.520241
  nChanged 407
		SP:Iteration 9Q (26361.880000 sec): 3 clusters
  Score: Raw -1104268.710531 + Penalty 3014.467645 = -1101254.242887
  nChanged 317
		SP:Iteration 10Q (26362.080000 sec): 3 clusters
  Score: Raw -1104658.308036 + Penalty 3014.467645 = -1101643.840391
  nChanged 221
		SP:Iteration 11Q (26362.350000 sec): 3 clusters
  Score: Raw -1104869.806391 + Penalty 3014.467645 = -1101855.338746
  nChanged 154
		SP:Iteration 12Q (26362.540000 sec): 3 clusters
  Score: Raw -1104996.366395 + Penalty 3014.467645 = -1101981.898750
  nChanged 116
		SP:Iteration 13Q (26362.750000 sec): 3 clusters
  Score: Raw -1105067.915945 + Penalty 3014.467645 = -1102053.448301
  nChanged 70
		SP:Iteration 14Q (26362.980000 sec): 3 clusters
  Score: Raw -1105108.810955 + Penalty 3014.467645 = -1102094.343311
  nChanged 54
		SP:Iteration 15Q (26363.160000 sec): 3 clusters
  Score: Raw -1105140.712393 + Penalty 3014.467645 = -1102126.244748
  nChanged 49
		SP:Iteration 16Q (26363.410000 sec): 3 clusters
  Score: Raw -1105163.961158 + Penalty 3014.467645 = -1102149.493514
  nChanged 42
		SP:Iteration 17Q (26363.620000 sec): 3 clusters
  Score: Raw -1105179.801498 + Penalty 3014.467645 = -1102165.333853
  nChanged 27
		SP:Iteration 18Q (26363.820000 sec): 3 clusters
  Score: Raw -1105188.240918 + Penalty 3014.467645 = -1102173.773274
  nChanged 21
		SP:Iteration 19Q (26364.050000 sec): 3 clusters
  Score: Raw -1105194.074207 + Penalty 3014.467645 = -1102179.606562
  nChanged 8
		SP:Iteration 20F (26364.260000 sec): 3 clusters
  Score: Raw -1105196.595827 + Penalty 3014.467645 = -1102182.128182
  nChanged 5
		SP:Iteration 21Q (26364.540000 sec): 3 clusters
  Score: Raw -1105198.215255 + Penalty 3014.467645 = -1102183.747610
  nChanged 3
		SP:Iteration 22Q (26364.770000 sec): 3 clusters
  Score: Raw -1105199.443090 + Penalty 3014.467645 = -1102184.975445
  nChanged 4
		SP:Iteration 23Q (26364.980000 sec): 3 clusters
  Score: Raw -1105200.931350 + Penalty 3014.467645 = -1102186.463705
  nChanged 3
		SP:Iteration 24Q (26365.220000 sec): 3 clusters
  Score: Raw -1105202.016995 + Penalty 3014.467645 = -1102187.549351
  nChanged 0
		SP:Iteration 25F (26365.430000 sec): 3 clusters
  Score: Raw -1105202.016995 + Penalty 3014.467645 = -1102187.549351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26365.550000 sec): 2 clusters
  Score: Raw -648913.372760 + Penalty 1420.330719 = -647493.042041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26365.780000 sec): 3 clusters
  Score: Raw -645633.678527 + Penalty 2840.661437 = -642793.017089
  nChanged 2605
		SP:Iteration 1F (26365.960000 sec): 3 clusters
  Score: Raw -646984.475905 + Penalty 2840.661437 = -644143.814467
  nChanged 407
		SP:Iteration 2F (26366.170000 sec): 3 clusters
  Score: Raw -647166.725986 + Penalty 2840.661437 = -644326.064549
  nChanged 304
		SP:Iteration 3Q (26366.390000 sec): 3 clusters
  Score: Raw -647300.330771 + Penalty 2840.661437 = -644459.669334
  nChanged 260
		SP:Iteration 4Q (26366.600000 sec): 3 clusters
  Score: Raw -647421.696475 + Penalty 2840.661437 = -644581.035038
  nChanged 251
		SP:Iteration 5Q (26366.850000 sec): 3 clusters
  Score: Raw -647529.956503 + Penalty 2840.661437 = -644689.295065
  nChanged 228
		SP:Iteration 6Q (26367.080000 sec): 3 clusters
  Score: Raw -647636.963681 + Penalty 2840.661437 = -644796.302243
  nChanged 226
		SP:Iteration 7Q (26367.320000 sec): 3 clusters
  Score: Raw -647747.144200 + Penalty 2840.661437 = -644906.482762
  nChanged 219
		SP:Iteration 8Q (26367.560000 sec): 3 clusters
  Score: Raw -647850.297027 + Penalty 2840.661437 = -645009.635590
  nChanged 205
		SP:Iteration 9Q (26367.760000 sec): 3 clusters
  Score: Raw -647953.220667 + Penalty 2840.661437 = -645112.559230
  nChanged 197
		SP:Iteration 10Q (26367.990000 sec): 3 clusters
  Score: Raw -648060.317788 + Penalty 2840.661437 = -645219.656351
  nChanged 195
		SP:Iteration 11Q (26368.250000 sec): 3 clusters
  Score: Raw -648174.032203 + Penalty 2840.661437 = -645333.370765
  nChanged 207
		SP:Iteration 12Q (26368.490000 sec): 3 clusters
  Score: Raw -648280.299299 + Penalty 2840.661437 = -645439.637862
  nChanged 168
		SP:Iteration 13Q (26368.700000 sec): 3 clusters
  Score: Raw -648375.402585 + Penalty 2840.661437 = -645534.741147
  nChanged 145
		SP:Iteration 14Q (26368.960000 sec): 3 clusters
  Score: Raw -648446.918270 + Penalty 2840.661437 = -645606.256833
  nChanged 136
		SP:Iteration 15Q (26369.170000 sec): 3 clusters
  Score: Raw -648513.982919 + Penalty 2840.661437 = -645673.321481
  nChanged 123
		SP:Iteration 16Q (26369.400000 sec): 3 clusters
  Score: Raw -648578.641956 + Penalty 2840.661437 = -645737.980519
  nChanged 135
		SP:Iteration 17Q (26369.650000 sec): 3 clusters
  Score: Raw -648649.527918 + Penalty 2840.661437 = -645808.866481
  nChanged 135
		SP:Iteration 18Q (26369.850000 sec): 3 clusters
  Score: Raw -648730.915049 + Penalty 2840.661437 = -645890.253612
  nChanged 116
		SP:Iteration 19Q (26370.080000 sec): 3 clusters
  Score: Raw -648795.682167 + Penalty 2840.661437 = -645955.020730
  nChanged 102
		SP:Iteration 20F (26370.260000 sec): 3 clusters
  Score: Raw -648862.927882 + Penalty 2840.661437 = -646022.266445
  nChanged 99
		SP:Iteration 21Q (26370.470000 sec): 3 clusters
  Score: Raw -648930.217165 + Penalty 2840.661437 = -646089.555727
  nChanged 75
		SP:Iteration 22Q (26370.690000 sec): 3 clusters
  Score: Raw -648985.123597 + Penalty 2840.661437 = -646144.462159
  nChanged 78
		SP:Iteration 23Q (26370.890000 sec): 3 clusters
  Score: Raw -649044.247222 + Penalty 2840.661437 = -646203.585785
  nChanged 60
		SP:Iteration 24Q (26371.130000 sec): 3 clusters
  Score: Raw -649079.971418 + Penalty 2840.661437 = -646239.309981
  nChanged 52
		SP:Iteration 25Q (26371.340000 sec): 3 clusters
  Score: Raw -649110.272256 + Penalty 2840.661437 = -646269.610819
  nChanged 34
		SP:Iteration 26Q (26371.550000 sec): 3 clusters
  Score: Raw -649131.033897 + Penalty 2840.661437 = -646290.372460
  nChanged 21
		SP:Iteration 27Q (26371.740000 sec): 3 clusters
  Score: Raw -649144.897510 + Penalty 2840.661437 = -646304.236073
  nChanged 27
		SP:Iteration 28Q (26371.930000 sec): 3 clusters
  Score: Raw -649158.590413 + Penalty 2840.661437 = -646317.928976
  nChanged 20
		SP:Iteration 29Q (26372.190000 sec): 3 clusters
  Score: Raw -649169.316473 + Penalty 2840.661437 = -646328.655036
  nChanged 18
		SP:Iteration 30Q (26372.360000 sec): 3 clusters
  Score: Raw -649179.377322 + Penalty 2840.661437 = -646338.715885
  nChanged 10
		SP:Iteration 31Q (26372.570000 sec): 3 clusters
  Score: Raw -649186.190894 + Penalty 2840.661437 = -646345.529457
  nChanged 12
		SP:Iteration 32Q (26372.780000 sec): 3 clusters
  Score: Raw -649194.124470 + Penalty 2840.661437 = -646353.463033
  nChanged 11
		SP:Iteration 33Q (26372.970000 sec): 3 clusters
  Score: Raw -649201.973766 + Penalty 2840.661437 = -646361.312329
  nChanged 11
		SP:Iteration 34Q (26373.170000 sec): 3 clusters
  Score: Raw -649213.135282 + Penalty 2840.661437 = -646372.473844
  nChanged 14
		SP:Iteration 35Q (26373.370000 sec): 3 clusters
  Score: Raw -649221.155349 + Penalty 2840.661437 = -646380.493912
  nChanged 9
		SP:Iteration 36Q (26373.570000 sec): 3 clusters
  Score: Raw -649226.615806 + Penalty 2840.661437 = -646385.954369
  nChanged 6
		SP:Iteration 37Q (26373.830000 sec): 3 clusters
  Score: Raw -649232.104004 + Penalty 2840.661437 = -646391.442567
  nChanged 6
		SP:Iteration 38Q (26374.060000 sec): 3 clusters
  Score: Raw -649237.585604 + Penalty 2840.661437 = -646396.924166
  nChanged 3
		SP:Iteration 39Q (26374.320000 sec): 3 clusters
  Score: Raw -649238.345547 + Penalty 2840.661437 = -646397.684110
  nChanged 3
		SP:Iteration 40F (26374.600000 sec): 3 clusters
  Score: Raw -649240.727958 + Penalty 2840.661437 = -646400.066521
  nChanged 2
		SP:Iteration 41Q (26374.860000 sec): 3 clusters
  Score: Raw -649242.439586 + Penalty 2840.661437 = -646401.778148
  nChanged 1
		SP:Iteration 42Q (26375.050000 sec): 3 clusters
  Score: Raw -649243.607809 + Penalty 2840.661437 = -646402.946372
  nChanged 2
		SP:Iteration 43Q (26375.320000 sec): 3 clusters
  Score: Raw -649244.903646 + Penalty 2840.661437 = -646404.242208
  nChanged 2
		SP:Iteration 44Q (26375.600000 sec): 3 clusters
  Score: Raw -649245.523470 + Penalty 2840.661437 = -646404.862033
  nChanged 2
		SP:Iteration 45Q (26375.790000 sec): 3 clusters
  Score: Raw -649246.350573 + Penalty 2840.661437 = -646405.689136
  nChanged 4
		SP:Iteration 46Q (26376.030000 sec): 3 clusters
  Score: Raw -649247.943886 + Penalty 2840.661437 = -646407.282449
  nChanged 1
		SP:Iteration 47Q (26376.230000 sec): 3 clusters
  Score: Raw -649248.173835 + Penalty 2840.661437 = -646407.512398
  nChanged 0
		SP:Iteration 48F (26376.450000 sec): 3 clusters
  Score: Raw -649248.173835 + Penalty 2840.661437 = -646407.512398
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26376.550000 sec): 2 clusters
  Score: Raw -181054.183979 + Penalty 1210.448867 = -179843.735113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26376.770000 sec): 3 clusters
  Score: Raw -180345.125105 + Penalty 2420.897733 = -177924.227371
  nChanged 600
		SP:Iteration 1F (26376.950000 sec): 3 clusters
  Score: Raw -180767.629658 + Penalty 2420.897733 = -178346.731925
  nChanged 137
		SP:Iteration 2F (26377.160000 sec): 3 clusters
  Score: Raw -180853.853410 + Penalty 2420.897733 = -178432.955676
  nChanged 53
		SP:Iteration 3Q (26377.360000 sec): 3 clusters
  Score: Raw -180893.277937 + Penalty 2420.897733 = -178472.380203
  nChanged 42
		SP:Iteration 4Q (26377.550000 sec): 3 clusters
  Score: Raw -180927.075371 + Penalty 2420.897733 = -178506.177637
  nChanged 36
		SP:Iteration 5Q (26377.750000 sec): 3 clusters
  Score: Raw -180947.616271 + Penalty 2420.897733 = -178526.718538
  nChanged 22
		SP:Iteration 6Q (26377.960000 sec): 3 clusters
  Score: Raw -180958.531561 + Penalty 2420.897733 = -178537.633828
  nChanged 13
		SP:Iteration 7Q (26378.160000 sec): 3 clusters
  Score: Raw -180965.935284 + Penalty 2420.897733 = -178545.037551
  nChanged 18
		SP:Iteration 8Q (26378.390000 sec): 3 clusters
  Score: Raw -180976.207123 + Penalty 2420.897733 = -178555.309389
  nChanged 21
		SP:Iteration 9Q (26378.600000 sec): 3 clusters
  Score: Raw -180990.722126 + Penalty 2420.897733 = -178569.824393
  nChanged 23
		SP:Iteration 10Q (26378.810000 sec): 3 clusters
  Score: Raw -181005.261136 + Penalty 2420.897733 = -178584.363403
  nChanged 19
		SP:Iteration 11Q (26378.980000 sec): 3 clusters
  Score: Raw -181018.749242 + Penalty 2420.897733 = -178597.851509
  nChanged 10
		SP:Iteration 12Q (26379.190000 sec): 3 clusters
  Score: Raw -181024.721335 + Penalty 2420.897733 = -178603.823601
  nChanged 9
		SP:Iteration 13Q (26379.410000 sec): 3 clusters
  Score: Raw -181030.765679 + Penalty 2420.897733 = -178609.867946
  nChanged 10
		SP:Iteration 14Q (26379.590000 sec): 3 clusters
  Score: Raw -181035.128734 + Penalty 2420.897733 = -178614.231001
  nChanged 7
		SP:Iteration 15Q (26379.790000 sec): 3 clusters
  Score: Raw -181038.651700 + Penalty 2420.897733 = -178617.753967
  nChanged 8
		SP:Iteration 16Q (26379.990000 sec): 3 clusters
  Score: Raw -181043.805886 + Penalty 2420.897733 = -178622.908153
  nChanged 6
		SP:Iteration 17Q (26380.180000 sec): 3 clusters
  Score: Raw -181046.030544 + Penalty 2420.897733 = -178625.132810
  nChanged 4
		SP:Iteration 18Q (26380.380000 sec): 3 clusters
  Score: Raw -181047.040674 + Penalty 2420.897733 = -178626.142940
  nChanged 4
		SP:Iteration 19Q (26380.590000 sec): 3 clusters
  Score: Raw -181048.568152 + Penalty 2420.897733 = -178627.670419
  nChanged 3
		SP:Iteration 20F (26380.810000 sec): 3 clusters
  Score: Raw -181051.059216 + Penalty 2420.897733 = -178630.161483
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26380.990000 sec): 2 clusters
  Score: Raw -618387.911820 + Penalty 1419.235209 = -616968.676612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26381.210000 sec): 3 clusters
  Score: Raw -615126.943532 + Penalty 2838.470418 = -612288.473115
  nChanged 2600
		SP:Iteration 1F (26381.430000 sec): 3 clusters
  Score: Raw -616507.749903 + Penalty 2838.470418 = -613669.279485
  nChanged 403
		SP:Iteration 2F (26381.670000 sec): 3 clusters
  Score: Raw -616713.853662 + Penalty 2838.470418 = -613875.383244
  nChanged 310
		SP:Iteration 3Q (26381.900000 sec): 3 clusters
  Score: Raw -616861.512063 + Penalty 2838.470418 = -614023.041646
  nChanged 256
		SP:Iteration 4Q (26382.140000 sec): 3 clusters
  Score: Raw -616991.235851 + Penalty 2838.470418 = -614152.765434
  nChanged 252
		SP:Iteration 5Q (26382.330000 sec): 3 clusters
  Score: Raw -617116.787106 + Penalty 2838.470418 = -614278.316689
  nChanged 256
		SP:Iteration 6Q (26382.560000 sec): 3 clusters
  Score: Raw -617277.035813 + Penalty 2838.470418 = -614438.565396
  nChanged 302
		SP:Iteration 7Q (26382.810000 sec): 3 clusters
  Score: Raw -617474.232156 + Penalty 2838.470418 = -614635.761738
  nChanged 318
		SP:Iteration 8F (26383.000000 sec): 3 clusters
  Score: Raw -617684.243392 + Penalty 2838.470418 = -614845.772974
  nChanged 314
		SP:Iteration 9F (26383.260000 sec): 3 clusters
  Score: Raw -617908.716281 + Penalty 2838.470418 = -615070.245864
  nChanged 308
		SP:Iteration 10Q (26383.460000 sec): 3 clusters
  Score: Raw -618113.650722 + Penalty 2838.470418 = -615275.180305
  nChanged 254
		SP:Iteration 11Q (26383.680000 sec): 3 clusters
  Score: Raw -618283.582278 + Penalty 2838.470418 = -615445.111860
  nChanged 235
		SP:Iteration 12Q (26383.910000 sec): 3 clusters
  Score: Raw -618441.409701 + Penalty 2838.470418 = -615602.939284
  nChanged 208
		SP:Iteration 13Q (26384.110000 sec): 3 clusters
  Score: Raw -618598.836994 + Penalty 2838.470418 = -615760.366576
  nChanged 188
		SP:Iteration 14Q (26384.350000 sec): 3 clusters
  Score: Raw -618748.159972 + Penalty 2838.470418 = -615909.689554
  nChanged 160
		SP:Iteration 15Q (26384.570000 sec): 3 clusters
  Score: Raw -618871.556398 + Penalty 2838.470418 = -616033.085980
  nChanged 111
		SP:Iteration 16Q (26384.810000 sec): 3 clusters
  Score: Raw -618956.466006 + Penalty 2838.470418 = -616117.995588
  nChanged 85
		SP:Iteration 17Q (26385.060000 sec): 3 clusters
  Score: Raw -619010.254935 + Penalty 2838.470418 = -616171.784517
  nChanged 50
		SP:Iteration 18Q (26385.300000 sec): 3 clusters
  Score: Raw -619041.085120 + Penalty 2838.470418 = -616202.614703
  nChanged 42
		SP:Iteration 19Q (26385.480000 sec): 3 clusters
  Score: Raw -619071.528965 + Penalty 2838.470418 = -616233.058547
  nChanged 17
		SP:Iteration 20F (26385.680000 sec): 3 clusters
  Score: Raw -619081.866756 + Penalty 2838.470418 = -616243.396339
  nChanged 9
		SP:Iteration 21Q (26385.910000 sec): 3 clusters
  Score: Raw -619087.296868 + Penalty 2838.470418 = -616248.826451
  nChanged 14
		SP:Iteration 22Q (26386.140000 sec): 3 clusters
  Score: Raw -619096.174809 + Penalty 2838.470418 = -616257.704391
  nChanged 15
		SP:Iteration 23Q (26386.330000 sec): 3 clusters
  Score: Raw -619102.118690 + Penalty 2838.470418 = -616263.648272
  nChanged 6
		SP:Iteration 24Q (26386.570000 sec): 3 clusters
  Score: Raw -619103.885864 + Penalty 2838.470418 = -616265.415446
  nChanged 3
		SP:Iteration 25Q (26386.790000 sec): 3 clusters
  Score: Raw -619106.338615 + Penalty 2838.470418 = -616267.868198
  nChanged 4
		SP:Iteration 26Q (26386.980000 sec): 3 clusters
  Score: Raw -619108.364578 + Penalty 2838.470418 = -616269.894160
  nChanged 0
		SP:Iteration 27F (26387.230000 sec): 3 clusters
  Score: Raw -619108.364578 + Penalty 2838.470418 = -616269.894160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26387.420000 sec): 2 clusters
  Score: Raw -2324372.937841 + Penalty 1631.277399 = -2322741.660442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26387.720000 sec): 3 clusters
  Score: Raw -2310509.869156 + Penalty 3262.554798 = -2307247.314358
  nChanged 10316
		SP:Iteration 1F (26388.020000 sec): 3 clusters
  Score: Raw -2316144.303912 + Penalty 3262.554798 = -2312881.749114
  nChanged 1102
		SP:Iteration 2Q (26388.360000 sec): 3 clusters
  Score: Raw -2316499.899705 + Penalty 3262.554798 = -2313237.344908
  nChanged 992
		SP:Iteration 3Q (26388.610000 sec): 3 clusters
  Score: Raw -2316816.908303 + Penalty 3262.554798 = -2313554.353506
  nChanged 912
		SP:Iteration 4Q (26388.860000 sec): 3 clusters
  Score: Raw -2317105.036167 + Penalty 3262.554798 = -2313842.481369
  nChanged 909
		SP:Iteration 5Q (26389.200000 sec): 3 clusters
  Score: Raw -2317414.968618 + Penalty 3262.554798 = -2314152.413820
  nChanged 844
		SP:Iteration 6Q (26389.530000 sec): 3 clusters
  Score: Raw -2317753.035909 + Penalty 3262.554798 = -2314490.481112
  nChanged 912
		SP:Iteration 7Q (26389.810000 sec): 3 clusters
  Score: Raw -2318143.284669 + Penalty 3262.554798 = -2314880.729872
  nChanged 983
		SP:Iteration 8Q (26390.150000 sec): 3 clusters
  Score: Raw -2318638.179505 + Penalty 3262.554798 = -2315375.624707
  nChanged 1086
		SP:Iteration 9Q (26390.420000 sec): 3 clusters
  Score: Raw -2319261.254728 + Penalty 3262.554798 = -2315998.699931
  nChanged 1177
		SP:Iteration 10F (26390.730000 sec): 3 clusters
  Score: Raw -2320016.222670 + Penalty 3262.554798 = -2316753.667872
  nChanged 1212
		SP:Iteration 11F (26391.000000 sec): 3 clusters
  Score: Raw -2320907.186949 + Penalty 3262.554798 = -2317644.632152
  nChanged 1161
		SP:Iteration 12F (26391.300000 sec): 3 clusters
  Score: Raw -2321840.726157 + Penalty 3262.554798 = -2318578.171360
  nChanged 981
		SP:Iteration 13Q (26391.580000 sec): 3 clusters
  Score: Raw -2322648.935352 + Penalty 3262.554798 = -2319386.380554
  nChanged 764
		SP:Iteration 14Q (26391.890000 sec): 3 clusters
  Score: Raw -2323265.568938 + Penalty 3262.554798 = -2320003.014140
  nChanged 527
		SP:Iteration 15Q (26392.190000 sec): 3 clusters
  Score: Raw -2323683.383809 + Penalty 3262.554798 = -2320420.829011
  nChanged 380
		SP:Iteration 16Q (26392.520000 sec): 3 clusters
  Score: Raw -2323948.408133 + Penalty 3262.554798 = -2320685.853335
  nChanged 269
		SP:Iteration 17Q (26392.800000 sec): 3 clusters
  Score: Raw -2324127.998061 + Penalty 3262.554798 = -2320865.443263
  nChanged 188
		SP:Iteration 18Q (26393.110000 sec): 3 clusters
  Score: Raw -2324246.960434 + Penalty 3262.554798 = -2320984.405636
  nChanged 143
		SP:Iteration 19Q (26393.370000 sec): 3 clusters
  Score: Raw -2324342.054507 + Penalty 3262.554798 = -2321079.499709
  nChanged 127
		SP:Iteration 20F (26393.680000 sec): 3 clusters
  Score: Raw -2324425.105655 + Penalty 3262.554798 = -2321162.550857
  nChanged 86
		SP:Iteration 21Q (26394.010000 sec): 3 clusters
  Score: Raw -2324478.358384 + Penalty 3262.554798 = -2321215.803586
  nChanged 56
		SP:Iteration 22Q (26394.290000 sec): 3 clusters
  Score: Raw -2324508.961276 + Penalty 3262.554798 = -2321246.406479
  nChanged 48
		SP:Iteration 23Q (26394.580000 sec): 3 clusters
  Score: Raw -2324538.906337 + Penalty 3262.554798 = -2321276.351539
  nChanged 40
		SP:Iteration 24Q (26394.910000 sec): 3 clusters
  Score: Raw -2324560.042315 + Penalty 3262.554798 = -2321297.487518
  nChanged 25
		SP:Iteration 25Q (26395.250000 sec): 3 clusters
  Score: Raw -2324574.574428 + Penalty 3262.554798 = -2321312.019630
  nChanged 18
		SP:Iteration 26Q (26395.510000 sec): 3 clusters
  Score: Raw -2324583.964967 + Penalty 3262.554798 = -2321321.410169
  nChanged 14
		SP:Iteration 27Q (26395.830000 sec): 3 clusters
  Score: Raw -2324591.910887 + Penalty 3262.554798 = -2321329.356089
  nChanged 18
		SP:Iteration 28Q (26396.160000 sec): 3 clusters
  Score: Raw -2324600.748841 + Penalty 3262.554798 = -2321338.194044
  nChanged 8
		SP:Iteration 29Q (26396.440000 sec): 3 clusters
  Score: Raw -2324604.838820 + Penalty 3262.554798 = -2321342.284023
  nChanged 12
		SP:Iteration 30Q (26396.680000 sec): 3 clusters
  Score: Raw -2324609.491420 + Penalty 3262.554798 = -2321346.936622
  nChanged 8
		SP:Iteration 31Q (26396.980000 sec): 3 clusters
  Score: Raw -2324614.048618 + Penalty 3262.554798 = -2321351.493820
  nChanged 3
		SP:Iteration 32Q (26397.290000 sec): 3 clusters
  Score: Raw -2324616.347108 + Penalty 3262.554798 = -2321353.792311
  nChanged 3
		SP:Iteration 33Q (26397.590000 sec): 3 clusters
  Score: Raw -2324617.502092 + Penalty 3262.554798 = -2321354.947295
  nChanged 2
		SP:Iteration 34Q (26397.870000 sec): 3 clusters
  Score: Raw -2324618.295020 + Penalty 3262.554798 = -2321355.740222
  nChanged 1
		SP:Iteration 35Q (26398.190000 sec): 3 clusters
  Score: Raw -2324618.591787 + Penalty 3262.554798 = -2321356.036990
  nChanged 0
		SP:Iteration 36F (26398.470000 sec): 3 clusters
  Score: Raw -2324618.591787 + Penalty 3262.554798 = -2321356.036990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (2935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26398.560000 sec): 2 clusters
  Score: Raw -269809.431596 + Penalty 1297.475194 = -268511.956402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26398.770000 sec): 3 clusters
  Score: Raw -268509.469947 + Penalty 2594.950388 = -265914.519559
  nChanged 1122
		SP:Iteration 1F (26398.970000 sec): 3 clusters
  Score: Raw -269334.838195 + Penalty 2594.950388 = -266739.887807
  nChanged 277
		SP:Iteration 2F (26399.170000 sec): 3 clusters
  Score: Raw -269557.137978 + Penalty 2594.950388 = -266962.187590
  nChanged 181
		SP:Iteration 3F (26399.350000 sec): 3 clusters
  Score: Raw -269677.784981 + Penalty 2594.950388 = -267082.834593
  nChanged 116
		SP:Iteration 4Q (26399.530000 sec): 3 clusters
  Score: Raw -269758.309293 + Penalty 2594.950388 = -267163.358905
  nChanged 104
		SP:Iteration 5Q (26399.720000 sec): 3 clusters
  Score: Raw -269835.977878 + Penalty 2594.950388 = -267241.027490
  nChanged 88
		SP:Iteration 6Q (26399.910000 sec): 3 clusters
  Score: Raw -269897.252307 + Penalty 2594.950388 = -267302.301919
  nChanged 78
		SP:Iteration 7Q (26400.050000 sec): 3 clusters
  Score: Raw -269963.941714 + Penalty 2594.950388 = -267368.991326
  nChanged 79
		SP:Iteration 8Q (26400.230000 sec): 3 clusters
  Score: Raw -270024.159265 + Penalty 2594.950388 = -267429.208877
  nChanged 75
		SP:Iteration 9Q (26400.450000 sec): 3 clusters
  Score: Raw -270087.436898 + Penalty 2594.950388 = -267492.486510
  nChanged 82
		SP:Iteration 10Q (26400.620000 sec): 3 clusters
  Score: Raw -270165.484963 + Penalty 2594.950388 = -267570.534575
  nChanged 76
		SP:Iteration 11Q (26400.790000 sec): 3 clusters
  Score: Raw -270227.023340 + Penalty 2594.950388 = -267632.072952
  nChanged 66
		SP:Iteration 12Q (26401.030000 sec): 3 clusters
  Score: Raw -270285.034824 + Penalty 2594.950388 = -267690.084436
  nChanged 73
		SP:Iteration 13Q (26401.200000 sec): 3 clusters
  Score: Raw -270356.448763 + Penalty 2594.950388 = -267761.498375
  nChanged 68
		SP:Iteration 14Q (26401.350000 sec): 3 clusters
  Score: Raw -270431.210467 + Penalty 2594.950388 = -267836.260079
  nChanged 77
		SP:Iteration 15Q (26401.550000 sec): 3 clusters
  Score: Raw -270524.758819 + Penalty 2594.950388 = -267929.808431
  nChanged 67
		SP:Iteration 16Q (26401.750000 sec): 3 clusters
  Score: Raw -270601.692394 + Penalty 2594.950388 = -268006.742006
  nChanged 57
		SP:Iteration 17Q (26401.970000 sec): 3 clusters
  Score: Raw -270651.565797 + Penalty 2594.950388 = -268056.615409
  nChanged 59
		SP:Iteration 18Q (26402.150000 sec): 3 clusters
  Score: Raw -270713.494326 + Penalty 2594.950388 = -268118.543938
  nChanged 51
		SP:Iteration 19Q (26402.380000 sec): 3 clusters
  Score: Raw -270753.586076 + Penalty 2594.950388 = -268158.635688
  nChanged 42
		SP:Iteration 20F (26402.550000 sec): 3 clusters
  Score: Raw -270785.067389 + Penalty 2594.950388 = -268190.117001
  nChanged 37
		SP:Iteration 21Q (26402.720000 sec): 3 clusters
  Score: Raw -270811.190680 + Penalty 2594.950388 = -268216.240292
  nChanged 23
		SP:Iteration 22Q (26402.890000 sec): 3 clusters
  Score: Raw -270824.095421 + Penalty 2594.950388 = -268229.145033
  nChanged 18
		SP:Iteration 23Q (26403.100000 sec): 3 clusters
  Score: Raw -270834.633311 + Penalty 2594.950388 = -268239.682923
  nChanged 17
		SP:Iteration 24Q (26403.240000 sec): 3 clusters
  Score: Raw -270846.012364 + Penalty 2594.950388 = -268251.061976
  nChanged 21
		SP:Iteration 25Q (26403.430000 sec): 3 clusters
  Score: Raw -270857.986438 + Penalty 2594.950388 = -268263.036050
  nChanged 15
		SP:Iteration 26Q (26403.600000 sec): 3 clusters
  Score: Raw -270864.820210 + Penalty 2594.950388 = -268269.869822
  nChanged 10
		SP:Iteration 27Q (26403.790000 sec): 3 clusters
  Score: Raw -270869.829523 + Penalty 2594.950388 = -268274.879135
  nChanged 10
		SP:Iteration 28Q (26403.940000 sec): 3 clusters
  Score: Raw -270878.087273 + Penalty 2594.950388 = -268283.136885
  nChanged 14
		SP:Iteration 29Q (26404.090000 sec): 3 clusters
  Score: Raw -270888.302200 + Penalty 2594.950388 = -268293.351812
  nChanged 12
		SP:Iteration 30Q (26404.290000 sec): 3 clusters
  Score: Raw -270895.762919 + Penalty 2594.950388 = -268300.812531
  nChanged 9
		SP:Iteration 31Q (26404.470000 sec): 3 clusters
  Score: Raw -270899.497055 + Penalty 2594.950388 = -268304.546667
  nChanged 6
		SP:Iteration 32Q (26404.610000 sec): 3 clusters
  Score: Raw -270901.222152 + Penalty 2594.950388 = -268306.271764
  nChanged 6
		SP:Iteration 33Q (26404.800000 sec): 3 clusters
  Score: Raw -270904.101189 + Penalty 2594.950388 = -268309.150801
  nChanged 9
		SP:Iteration 34Q (26404.990000 sec): 3 clusters
  Score: Raw -270907.302847 + Penalty 2594.950388 = -268312.352459
  nChanged 7
		SP:Iteration 35Q (26405.130000 sec): 3 clusters
  Score: Raw -270908.899380 + Penalty 2594.950388 = -268313.948992
  nChanged 3
		SP:Iteration 36Q (26405.310000 sec): 3 clusters
  Score: Raw -270910.007482 + Penalty 2594.950388 = -268315.057094
  nChanged 3
		SP:Iteration 37Q (26405.530000 sec): 3 clusters
  Score: Raw -270910.905759 + Penalty 2594.950388 = -268315.955371
  nChanged 1
		SP:Iteration 38Q (26405.690000 sec): 3 clusters
  Score: Raw -270911.213894 + Penalty 2594.950388 = -268316.263506
  nChanged 1
		SP:Iteration 39Q (26405.880000 sec): 3 clusters
  Score: Raw -270911.702611 + Penalty 2594.950388 = -268316.752223
  nChanged 1
		SP:Iteration 40F (26406.060000 sec): 3 clusters
  Score: Raw -270912.474647 + Penalty 2594.950388 = -268317.524259
  nChanged 2
		SP:Iteration 41Q (26406.200000 sec): 3 clusters
  Score: Raw -270912.842658 + Penalty 2594.950388 = -268317.892270
  nChanged 2
		SP:Iteration 42Q (26406.430000 sec): 3 clusters
  Score: Raw -270913.224868 + Penalty 2594.950388 = -268318.274480
  nChanged 2
		SP:Iteration 43Q (26406.590000 sec): 3 clusters
  Score: Raw -270913.492252 + Penalty 2594.950388 = -268318.541864
  nChanged 2
		SP:Iteration 44Q (26406.810000 sec): 3 clusters
  Score: Raw -270914.351978 + Penalty 2594.950388 = -268319.401590
  nChanged 0
		SP:Iteration 45F (26406.980000 sec): 3 clusters
  Score: Raw -270914.351978 + Penalty 2594.950388 = -268319.401590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26407.070000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26407.310000 sec): 3 clusters
  Score: Raw -13976.249483 + Penalty 1598.993801 = -12377.255682
  nChanged 9
		SP:Iteration 1F (26407.480000 sec): 3 clusters
  Score: Raw -14018.179077 + Penalty 1598.993801 = -12419.185276
  nChanged 3
		SP:Iteration 2Q (26407.640000 sec): 3 clusters
  Score: Raw -14031.754244 + Penalty 1598.993801 = -12432.760443
  nChanged 0
		SP:Iteration 3F (26407.860000 sec): 3 clusters
  Score: Raw -14031.754244 + Penalty 1598.993801 = -12432.760443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26407.970000 sec): 2 clusters
  Score: Raw -470999.736838 + Penalty 1370.917743 = -469628.819094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26408.150000 sec): 3 clusters
  Score: Raw -468627.315799 + Penalty 2741.835486 = -465885.480312
  nChanged 1822
		SP:Iteration 1F (26408.360000 sec): 3 clusters
  Score: Raw -469594.626957 + Penalty 2741.835486 = -466852.791470
  nChanged 329
		SP:Iteration 2F (26408.590000 sec): 3 clusters
  Score: Raw -469766.821813 + Penalty 2741.835486 = -467024.986327
  nChanged 213
		SP:Iteration 3Q (26408.800000 sec): 3 clusters
  Score: Raw -469858.512439 + Penalty 2741.835486 = -467116.676953
  nChanged 169
		SP:Iteration 4Q (26408.990000 sec): 3 clusters
  Score: Raw -469937.601816 + Penalty 2741.835486 = -467195.766330
  nChanged 147
		SP:Iteration 5Q (26409.210000 sec): 3 clusters
  Score: Raw -469992.828953 + Penalty 2741.835486 = -467250.993466
  nChanged 121
		SP:Iteration 6Q (26409.430000 sec): 3 clusters
  Score: Raw -470046.054742 + Penalty 2741.835486 = -467304.219256
  nChanged 115
		SP:Iteration 7Q (26409.620000 sec): 3 clusters
  Score: Raw -470096.580719 + Penalty 2741.835486 = -467354.745232
  nChanged 107
		SP:Iteration 8Q (26409.830000 sec): 3 clusters
  Score: Raw -470148.835154 + Penalty 2741.835486 = -467406.999668
  nChanged 94
		SP:Iteration 9Q (26410.050000 sec): 3 clusters
  Score: Raw -470193.877328 + Penalty 2741.835486 = -467452.041841
  nChanged 92
		SP:Iteration 10Q (26410.250000 sec): 3 clusters
  Score: Raw -470241.149149 + Penalty 2741.835486 = -467499.313662
  nChanged 97
		SP:Iteration 11Q (26410.430000 sec): 3 clusters
  Score: Raw -470285.798678 + Penalty 2741.835486 = -467543.963191
  nChanged 86
		SP:Iteration 12Q (26410.650000 sec): 3 clusters
  Score: Raw -470326.444371 + Penalty 2741.835486 = -467584.608885
  nChanged 90
		SP:Iteration 13Q (26410.840000 sec): 3 clusters
  Score: Raw -470367.857980 + Penalty 2741.835486 = -467626.022494
  nChanged 85
		SP:Iteration 14Q (26411.030000 sec): 3 clusters
  Score: Raw -470406.787116 + Penalty 2741.835486 = -467664.951630
  nChanged 81
		SP:Iteration 15Q (26411.210000 sec): 3 clusters
  Score: Raw -470446.867141 + Penalty 2741.835486 = -467705.031655
  nChanged 96
		SP:Iteration 16Q (26411.430000 sec): 3 clusters
  Score: Raw -470490.199326 + Penalty 2741.835486 = -467748.363840
  nChanged 91
		SP:Iteration 17Q (26411.660000 sec): 3 clusters
  Score: Raw -470536.922654 + Penalty 2741.835486 = -467795.087167
  nChanged 91
		SP:Iteration 18Q (26411.860000 sec): 3 clusters
  Score: Raw -470587.971074 + Penalty 2741.835486 = -467846.135587
  nChanged 100
		SP:Iteration 19Q (26412.020000 sec): 3 clusters
  Score: Raw -470649.452505 + Penalty 2741.835486 = -467907.617018
  nChanged 96
		SP:Iteration 20F (26412.200000 sec): 3 clusters
  Score: Raw -470713.636653 + Penalty 2741.835486 = -467971.801167
  nChanged 89
		SP:Iteration 21Q (26412.390000 sec): 3 clusters
  Score: Raw -470771.239392 + Penalty 2741.835486 = -468029.403905
  nChanged 88
		SP:Iteration 22Q (26412.560000 sec): 3 clusters
  Score: Raw -470830.529077 + Penalty 2741.835486 = -468088.693591
  nChanged 73
		SP:Iteration 23Q (26412.760000 sec): 3 clusters
  Score: Raw -470876.529429 + Penalty 2741.835486 = -468134.693943
  nChanged 70
		SP:Iteration 24Q (26412.930000 sec): 3 clusters
  Score: Raw -470925.047432 + Penalty 2741.835486 = -468183.211945
  nChanged 76
		SP:Iteration 25Q (26413.090000 sec): 3 clusters
  Score: Raw -470971.576508 + Penalty 2741.835486 = -468229.741022
  nChanged 62
		SP:Iteration 26Q (26413.250000 sec): 3 clusters
  Score: Raw -471009.666039 + Penalty 2741.835486 = -468267.830552
  nChanged 46
		SP:Iteration 27Q (26413.430000 sec): 3 clusters
  Score: Raw -471039.789142 + Penalty 2741.835486 = -468297.953656
  nChanged 37
		SP:Iteration 28Q (26413.630000 sec): 3 clusters
  Score: Raw -471059.720367 + Penalty 2741.835486 = -468317.884881
  nChanged 28
		SP:Iteration 29Q (26413.880000 sec): 3 clusters
  Score: Raw -471077.160983 + Penalty 2741.835486 = -468335.325497
  nChanged 26
		SP:Iteration 30Q (26414.070000 sec): 3 clusters
  Score: Raw -471093.845961 + Penalty 2741.835486 = -468352.010474
  nChanged 29
		SP:Iteration 31Q (26414.320000 sec): 3 clusters
  Score: Raw -471110.770182 + Penalty 2741.835486 = -468368.934696
  nChanged 23
		SP:Iteration 32Q (26414.530000 sec): 3 clusters
  Score: Raw -471129.516508 + Penalty 2741.835486 = -468387.681021
  nChanged 21
		SP:Iteration 33Q (26414.700000 sec): 3 clusters
  Score: Raw -471143.510809 + Penalty 2741.835486 = -468401.675322
  nChanged 13
		SP:Iteration 34Q (26414.900000 sec): 3 clusters
  Score: Raw -471150.724409 + Penalty 2741.835486 = -468408.888923
  nChanged 6
		SP:Iteration 35Q (26415.120000 sec): 3 clusters
  Score: Raw -471153.777750 + Penalty 2741.835486 = -468411.942263
  nChanged 6
		SP:Iteration 36Q (26415.320000 sec): 3 clusters
  Score: Raw -471157.215366 + Penalty 2741.835486 = -468415.379880
  nChanged 6
		SP:Iteration 37Q (26415.550000 sec): 3 clusters
  Score: Raw -471159.956372 + Penalty 2741.835486 = -468418.120886
  nChanged 3
		SP:Iteration 38Q (26415.730000 sec): 3 clusters
  Score: Raw -471162.052320 + Penalty 2741.835486 = -468420.216834
  nChanged 4
		SP:Iteration 39Q (26415.920000 sec): 3 clusters
  Score: Raw -471164.325500 + Penalty 2741.835486 = -468422.490013
  nChanged 4
		SP:Iteration 40F (26416.130000 sec): 3 clusters
  Score: Raw -471165.986107 + Penalty 2741.835486 = -468424.150621
  nChanged 4
		SP:Iteration 41Q (26416.310000 sec): 3 clusters
  Score: Raw -471167.915707 + Penalty 2741.835486 = -468426.080220
  nChanged 4
		SP:Iteration 42Q (26416.520000 sec): 3 clusters
  Score: Raw -471169.842698 + Penalty 2741.835486 = -468428.007212
  nChanged 2
		SP:Iteration 43Q (26416.710000 sec): 3 clusters
  Score: Raw -471171.114691 + Penalty 2741.835486 = -468429.279205
  nChanged 2
		SP:Iteration 44Q (26416.920000 sec): 3 clusters
  Score: Raw -471172.490196 + Penalty 2741.835486 = -468430.654710
  nChanged 2
		SP:Iteration 45Q (26417.150000 sec): 3 clusters
  Score: Raw -471173.604812 + Penalty 2741.835486 = -468431.769325
  nChanged 2
		SP:Iteration 46Q (26417.350000 sec): 3 clusters
  Score: Raw -471174.538911 + Penalty 2741.835486 = -468432.703425
  nChanged 2
		SP:Iteration 47Q (26417.510000 sec): 3 clusters
  Score: Raw -471175.559290 + Penalty 2741.835486 = -468433.723803
  nChanged 3
		SP:Iteration 48Q (26417.710000 sec): 3 clusters
  Score: Raw -471176.901128 + Penalty 2741.835486 = -468435.065641
  nChanged 0
		SP:Iteration 49F (26417.940000 sec): 3 clusters
  Score: Raw -471176.901128 + Penalty 2741.835486 = -468435.065641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26418.040000 sec): 2 clusters
  Score: Raw -484062.059352 + Penalty 1362.901232 = -482699.158120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26418.260000 sec): 3 clusters
  Score: Raw -481832.252428 + Penalty 2725.802464 = -479106.449964
  nChanged 1774
		SP:Iteration 1F (26418.450000 sec): 3 clusters
  Score: Raw -482787.973398 + Penalty 2725.802464 = -480062.170934
  nChanged 267
		SP:Iteration 2F (26418.650000 sec): 3 clusters
  Score: Raw -482924.403362 + Penalty 2725.802464 = -480198.600897
  nChanged 191
		SP:Iteration 3Q (26418.850000 sec): 3 clusters
  Score: Raw -483030.541628 + Penalty 2725.802464 = -480304.739164
  nChanged 183
		SP:Iteration 4Q (26419.090000 sec): 3 clusters
  Score: Raw -483131.099546 + Penalty 2725.802464 = -480405.297082
  nChanged 162
		SP:Iteration 5Q (26419.270000 sec): 3 clusters
  Score: Raw -483200.642763 + Penalty 2725.802464 = -480474.840299
  nChanged 117
		SP:Iteration 6Q (26419.510000 sec): 3 clusters
  Score: Raw -483248.152905 + Penalty 2725.802464 = -480522.350441
  nChanged 103
		SP:Iteration 7Q (26419.690000 sec): 3 clusters
  Score: Raw -483292.540585 + Penalty 2725.802464 = -480566.738120
  nChanged 92
		SP:Iteration 8Q (26419.910000 sec): 3 clusters
  Score: Raw -483330.370358 + Penalty 2725.802464 = -480604.567894
  nChanged 72
		SP:Iteration 9Q (26420.080000 sec): 3 clusters
  Score: Raw -483361.878762 + Penalty 2725.802464 = -480636.076297
  nChanged 86
		SP:Iteration 10Q (26420.290000 sec): 3 clusters
  Score: Raw -483403.753455 + Penalty 2725.802464 = -480677.950990
  nChanged 86
		SP:Iteration 11Q (26420.560000 sec): 3 clusters
  Score: Raw -483442.706644 + Penalty 2725.802464 = -480716.904180
  nChanged 75
		SP:Iteration 12Q (26420.750000 sec): 3 clusters
  Score: Raw -483472.348361 + Penalty 2725.802464 = -480746.545896
  nChanged 64
		SP:Iteration 13Q (26420.990000 sec): 3 clusters
  Score: Raw -483500.298724 + Penalty 2725.802464 = -480774.496259
  nChanged 64
		SP:Iteration 14Q (26421.160000 sec): 3 clusters
  Score: Raw -483529.264259 + Penalty 2725.802464 = -480803.461794
  nChanged 70
		SP:Iteration 15Q (26421.370000 sec): 3 clusters
  Score: Raw -483563.414436 + Penalty 2725.802464 = -480837.611972
  nChanged 74
		SP:Iteration 16Q (26421.540000 sec): 3 clusters
  Score: Raw -483596.972912 + Penalty 2725.802464 = -480871.170447
  nChanged 82
		SP:Iteration 17Q (26421.760000 sec): 3 clusters
  Score: Raw -483633.798291 + Penalty 2725.802464 = -480907.995827
  nChanged 83
		SP:Iteration 18Q (26421.950000 sec): 3 clusters
  Score: Raw -483675.403456 + Penalty 2725.802464 = -480949.600991
  nChanged 83
		SP:Iteration 19Q (26422.140000 sec): 3 clusters
  Score: Raw -483710.420327 + Penalty 2725.802464 = -480984.617862
  nChanged 66
		SP:Iteration 20F (26422.360000 sec): 3 clusters
  Score: Raw -483736.934127 + Penalty 2725.802464 = -481011.131663
  nChanged 65
		SP:Iteration 21Q (26422.540000 sec): 3 clusters
  Score: Raw -483763.094085 + Penalty 2725.802464 = -481037.291620
  nChanged 64
		SP:Iteration 22Q (26422.770000 sec): 3 clusters
  Score: Raw -483790.370872 + Penalty 2725.802464 = -481064.568407
  nChanged 47
		SP:Iteration 23Q (26422.990000 sec): 3 clusters
  Score: Raw -483808.548282 + Penalty 2725.802464 = -481082.745817
  nChanged 47
		SP:Iteration 24Q (26423.200000 sec): 3 clusters
  Score: Raw -483828.666998 + Penalty 2725.802464 = -481102.864533
  nChanged 37
		SP:Iteration 25Q (26423.370000 sec): 3 clusters
  Score: Raw -483842.418872 + Penalty 2725.802464 = -481116.616408
  nChanged 38
		SP:Iteration 26Q (26423.570000 sec): 3 clusters
  Score: Raw -483858.764890 + Penalty 2725.802464 = -481132.962426
  nChanged 54
		SP:Iteration 27Q (26423.760000 sec): 3 clusters
  Score: Raw -483882.921030 + Penalty 2725.802464 = -481157.118565
  nChanged 48
		SP:Iteration 28Q (26423.940000 sec): 3 clusters
  Score: Raw -483904.668201 + Penalty 2725.802464 = -481178.865736
  nChanged 55
		SP:Iteration 29Q (26424.160000 sec): 3 clusters
  Score: Raw -483926.786701 + Penalty 2725.802464 = -481200.984237
  nChanged 35
		SP:Iteration 30Q (26424.320000 sec): 3 clusters
  Score: Raw -483942.317779 + Penalty 2725.802464 = -481216.515315
  nChanged 47
		SP:Iteration 31Q (26424.540000 sec): 3 clusters
  Score: Raw -483965.789766 + Penalty 2725.802464 = -481239.987302
  nChanged 53
		SP:Iteration 32Q (26424.700000 sec): 3 clusters
  Score: Raw -483992.241806 + Penalty 2725.802464 = -481266.439341
  nChanged 46
		SP:Iteration 33Q (26424.880000 sec): 3 clusters
  Score: Raw -484013.646624 + Penalty 2725.802464 = -481287.844160
  nChanged 37
		SP:Iteration 34Q (26425.090000 sec): 3 clusters
  Score: Raw -484033.455799 + Penalty 2725.802464 = -481307.653335
  nChanged 36
		SP:Iteration 35Q (26425.320000 sec): 3 clusters
  Score: Raw -484054.821090 + Penalty 2725.802464 = -481329.018625
  nChanged 37
		SP:Iteration 36Q (26425.560000 sec): 3 clusters
  Score: Raw -484076.502940 + Penalty 2725.802464 = -481350.700476
  nChanged 24
		SP:Iteration 37Q (26425.760000 sec): 3 clusters
  Score: Raw -484091.345497 + Penalty 2725.802464 = -481365.543033
  nChanged 24
		SP:Iteration 38Q (26425.920000 sec): 3 clusters
  Score: Raw -484106.990842 + Penalty 2725.802464 = -481381.188378
  nChanged 31
		SP:Iteration 39Q (26426.110000 sec): 3 clusters
  Score: Raw -484133.619013 + Penalty 2725.802464 = -481407.816548
  nChanged 42
		SP:Iteration 40F (26426.340000 sec): 3 clusters
  Score: Raw -484163.094171 + Penalty 2725.802464 = -481437.291707
  nChanged 39
		SP:Iteration 41Q (26426.540000 sec): 3 clusters
  Score: Raw -484189.818699 + Penalty 2725.802464 = -481464.016234
  nChanged 40
		SP:Iteration 42Q (26426.720000 sec): 3 clusters
  Score: Raw -484220.185091 + Penalty 2725.802464 = -481494.382626
  nChanged 29
		SP:Iteration 43Q (26426.900000 sec): 3 clusters
  Score: Raw -484243.506130 + Penalty 2725.802464 = -481517.703665
  nChanged 19
		SP:Iteration 44Q (26427.080000 sec): 3 clusters
  Score: Raw -484252.588558 + Penalty 2725.802464 = -481526.786093
  nChanged 10
		SP:Iteration 45Q (26427.260000 sec): 3 clusters
  Score: Raw -484260.889939 + Penalty 2725.802464 = -481535.087475
  nChanged 9
		SP:Iteration 46Q (26427.460000 sec): 3 clusters
  Score: Raw -484267.178298 + Penalty 2725.802464 = -481541.375833
  nChanged 6
		SP:Iteration 47Q (26427.630000 sec): 3 clusters
  Score: Raw -484272.609180 + Penalty 2725.802464 = -481546.806715
  nChanged 7
		SP:Iteration 48Q (26427.810000 sec): 3 clusters
  Score: Raw -484277.239646 + Penalty 2725.802464 = -481551.437182
  nChanged 4
		SP:Iteration 49Q (26428.040000 sec): 3 clusters
  Score: Raw -484280.348400 + Penalty 2725.802464 = -481554.545936
  nChanged 4
		SP:Iteration 50Q (26428.260000 sec): 3 clusters
  Score: Raw -484283.974913 + Penalty 2725.802464 = -481558.172448
  nChanged 1
		SP:Iteration 51Q (26428.500000 sec): 3 clusters
  Score: Raw -484284.449916 + Penalty 2725.802464 = -481558.647451
  nChanged 1
		SP:Iteration 52Q (26428.660000 sec): 3 clusters
  Score: Raw -484285.379067 + Penalty 2725.802464 = -481559.576602
  nChanged 2
		SP:Iteration 53Q (26428.890000 sec): 3 clusters
  Score: Raw -484286.779812 + Penalty 2725.802464 = -481560.977348
  nChanged 2
		SP:Iteration 54Q (26429.080000 sec): 3 clusters
  Score: Raw -484287.741893 + Penalty 2725.802464 = -481561.939429
  nChanged 0
		SP:Iteration 55F (26429.310000 sec): 3 clusters
  Score: Raw -484287.741893 + Penalty 2725.802464 = -481561.939429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26429.460000 sec): 2 clusters
  Score: Raw -861603.278564 + Penalty 1466.812379 = -860136.466185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26429.690000 sec): 3 clusters
  Score: Raw -856921.216847 + Penalty 2933.624759 = -853987.592088
  nChanged 3589
		SP:Iteration 1F (26429.930000 sec): 3 clusters
  Score: Raw -858927.060494 + Penalty 2933.624759 = -855993.435735
  nChanged 590
		SP:Iteration 2F (26430.180000 sec): 3 clusters
  Score: Raw -859244.454771 + Penalty 2933.624759 = -856310.830012
  nChanged 510
		SP:Iteration 3F (26430.440000 sec): 3 clusters
  Score: Raw -859506.197743 + Penalty 2933.624759 = -856572.572984
  nChanged 437
		SP:Iteration 4F (26430.670000 sec): 3 clusters
  Score: Raw -859731.488222 + Penalty 2933.624759 = -856797.863463
  nChanged 348
		SP:Iteration 5Q (26430.870000 sec): 3 clusters
  Score: Raw -859916.338033 + Penalty 2933.624759 = -856982.713274
  nChanged 330
		SP:Iteration 6Q (26431.090000 sec): 3 clusters
  Score: Raw -860059.104879 + Penalty 2933.624759 = -857125.480120
  nChanged 264
		SP:Iteration 7Q (26431.340000 sec): 3 clusters
  Score: Raw -860177.768820 + Penalty 2933.624759 = -857244.144061
  nChanged 253
		SP:Iteration 8Q (26431.550000 sec): 3 clusters
  Score: Raw -860300.429049 + Penalty 2933.624759 = -857366.804290
  nChanged 247
		SP:Iteration 9Q (26431.780000 sec): 3 clusters
  Score: Raw -860418.980822 + Penalty 2933.624759 = -857485.356063
  nChanged 258
		SP:Iteration 10Q (26432.060000 sec): 3 clusters
  Score: Raw -860537.890535 + Penalty 2933.624759 = -857604.265776
  nChanged 227
		SP:Iteration 11Q (26432.270000 sec): 3 clusters
  Score: Raw -860632.464931 + Penalty 2933.624759 = -857698.840173
  nChanged 199
		SP:Iteration 12Q (26432.530000 sec): 3 clusters
  Score: Raw -860727.951125 + Penalty 2933.624759 = -857794.326366
  nChanged 188
		SP:Iteration 13Q (26432.770000 sec): 3 clusters
  Score: Raw -860824.484375 + Penalty 2933.624759 = -857890.859617
  nChanged 189
		SP:Iteration 14Q (26432.990000 sec): 3 clusters
  Score: Raw -860916.070015 + Penalty 2933.624759 = -857982.445257
  nChanged 180
		SP:Iteration 15Q (26433.280000 sec): 3 clusters
  Score: Raw -861021.460994 + Penalty 2933.624759 = -858087.836236
  nChanged 168
		SP:Iteration 16Q (26433.490000 sec): 3 clusters
  Score: Raw -861158.761054 + Penalty 2933.624759 = -858225.136296
  nChanged 180
		SP:Iteration 17Q (26433.740000 sec): 3 clusters
  Score: Raw -861315.443288 + Penalty 2933.624759 = -858381.818529
  nChanged 173
		SP:Iteration 18Q (26433.970000 sec): 3 clusters
  Score: Raw -861421.043468 + Penalty 2933.624759 = -858487.418709
  nChanged 132
		SP:Iteration 19Q (26434.230000 sec): 3 clusters
  Score: Raw -861475.199936 + Penalty 2933.624759 = -858541.575177
  nChanged 93
		SP:Iteration 20F (26434.420000 sec): 3 clusters
  Score: Raw -861507.786079 + Penalty 2933.624759 = -858574.161320
  nChanged 78
		SP:Iteration 21Q (26434.630000 sec): 3 clusters
  Score: Raw -861536.616169 + Penalty 2933.624759 = -858602.991410
  nChanged 81
		SP:Iteration 22Q (26434.910000 sec): 3 clusters
  Score: Raw -861563.313048 + Penalty 2933.624759 = -858629.688289
  nChanged 66
		SP:Iteration 23Q (26435.120000 sec): 3 clusters
  Score: Raw -861583.371465 + Penalty 2933.624759 = -858649.746706
  nChanged 62
		SP:Iteration 24Q (26435.320000 sec): 3 clusters
  Score: Raw -861599.649021 + Penalty 2933.624759 = -858666.024263
  nChanged 49
		SP:Iteration 25Q (26435.530000 sec): 3 clusters
  Score: Raw -861613.311663 + Penalty 2933.624759 = -858679.686905
  nChanged 60
		SP:Iteration 26Q (26435.790000 sec): 3 clusters
  Score: Raw -861627.082307 + Penalty 2933.624759 = -858693.457549
  nChanged 43
		SP:Iteration 27Q (26436.010000 sec): 3 clusters
  Score: Raw -861637.814908 + Penalty 2933.624759 = -858704.190149
  nChanged 34
		SP:Iteration 28Q (26436.270000 sec): 3 clusters
  Score: Raw -861645.747851 + Penalty 2933.624759 = -858712.123092
  nChanged 41
		SP:Iteration 29Q (26436.550000 sec): 3 clusters
  Score: Raw -861654.236107 + Penalty 2933.624759 = -858720.611349
  nChanged 35
		SP:Iteration 30Q (26436.730000 sec): 3 clusters
  Score: Raw -861661.230499 + Penalty 2933.624759 = -858727.605740
  nChanged 31
		SP:Iteration 31Q (26436.980000 sec): 3 clusters
  Score: Raw -861668.104635 + Penalty 2933.624759 = -858734.479877
  nChanged 33
		SP:Iteration 32Q (26437.190000 sec): 3 clusters
  Score: Raw -861677.792741 + Penalty 2933.624759 = -858744.167983
  nChanged 45
		SP:Iteration 33Q (26437.430000 sec): 3 clusters
  Score: Raw -861691.437828 + Penalty 2933.624759 = -858757.813069
  nChanged 50
		SP:Iteration 34Q (26437.650000 sec): 3 clusters
  Score: Raw -861706.533678 + Penalty 2933.624759 = -858772.908920
  nChanged 54
		SP:Iteration 35Q (26437.870000 sec): 3 clusters
  Score: Raw -861721.292350 + Penalty 2933.624759 = -858787.667591
  nChanged 40
		SP:Iteration 36Q (26438.050000 sec): 3 clusters
  Score: Raw -861731.557020 + Penalty 2933.624759 = -858797.932261
  nChanged 41
		SP:Iteration 37Q (26438.270000 sec): 3 clusters
  Score: Raw -861743.153491 + Penalty 2933.624759 = -858809.528732
  nChanged 30
		SP:Iteration 38Q (26438.500000 sec): 3 clusters
  Score: Raw -861750.646750 + Penalty 2933.624759 = -858817.021992
  nChanged 42
		SP:Iteration 39Q (26438.730000 sec): 3 clusters
  Score: Raw -861761.226730 + Penalty 2933.624759 = -858827.601971
  nChanged 46
		SP:Iteration 40F (26438.980000 sec): 3 clusters
  Score: Raw -861771.935260 + Penalty 2933.624759 = -858838.310502
  nChanged 41
		SP:Iteration 41Q (26439.190000 sec): 3 clusters
  Score: Raw -861781.858693 + Penalty 2933.624759 = -858848.233935
  nChanged 38
		SP:Iteration 42Q (26439.370000 sec): 3 clusters
  Score: Raw -861792.193743 + Penalty 2933.624759 = -858858.568984
  nChanged 37
		SP:Iteration 43Q (26439.590000 sec): 3 clusters
  Score: Raw -861801.846468 + Penalty 2933.624759 = -858868.221709
  nChanged 44
		SP:Iteration 44Q (26439.800000 sec): 3 clusters
  Score: Raw -861812.135448 + Penalty 2933.624759 = -858878.510689
  nChanged 39
		SP:Iteration 45Q (26440.040000 sec): 3 clusters
  Score: Raw -861822.276871 + Penalty 2933.624759 = -858888.652113
  nChanged 38
		SP:Iteration 46Q (26440.230000 sec): 3 clusters
  Score: Raw -861832.067585 + Penalty 2933.624759 = -858898.442826
  nChanged 36
		SP:Iteration 47Q (26440.480000 sec): 3 clusters
  Score: Raw -861841.526086 + Penalty 2933.624759 = -858907.901328
  nChanged 37
		SP:Iteration 48Q (26440.690000 sec): 3 clusters
  Score: Raw -861851.102756 + Penalty 2933.624759 = -858917.477998
  nChanged 39
		SP:Iteration 49Q (26440.910000 sec): 3 clusters
  Score: Raw -861861.558613 + Penalty 2933.624759 = -858927.933854
  nChanged 47
		SP:Iteration 50Q (26441.110000 sec): 3 clusters
  Score: Raw -861877.652503 + Penalty 2933.624759 = -858944.027744
  nChanged 54
		SP:Iteration 51Q (26441.400000 sec): 3 clusters
  Score: Raw -861897.382407 + Penalty 2933.624759 = -858963.757648
  nChanged 74
		SP:Iteration 52Q (26441.610000 sec): 3 clusters
  Score: Raw -861924.696485 + Penalty 2933.624759 = -858991.071726
  nChanged 81
		SP:Iteration 53Q (26441.850000 sec): 3 clusters
  Score: Raw -861956.641319 + Penalty 2933.624759 = -859023.016560
  nChanged 94
		SP:Iteration 54Q (26442.090000 sec): 3 clusters
  Score: Raw -861994.091916 + Penalty 2933.624759 = -859060.467157
  nChanged 88
		SP:Iteration 55Q (26442.360000 sec): 3 clusters
  Score: Raw -862022.742304 + Penalty 2933.624759 = -859089.117545
  nChanged 70
		SP:Iteration 56Q (26442.610000 sec): 3 clusters
  Score: Raw -862047.879837 + Penalty 2933.624759 = -859114.255078
  nChanged 68
		SP:Iteration 57Q (26442.850000 sec): 3 clusters
  Score: Raw -862070.695813 + Penalty 2933.624759 = -859137.071055
  nChanged 78
		SP:Iteration 58Q (26443.060000 sec): 3 clusters
  Score: Raw -862097.037773 + Penalty 2933.624759 = -859163.413014
  nChanged 78
		SP:Iteration 59Q (26443.270000 sec): 3 clusters
  Score: Raw -862120.174242 + Penalty 2933.624759 = -859186.549483
  nChanged 61
		SP:Iteration 60F (26443.520000 sec): 3 clusters
  Score: Raw -862137.636304 + Penalty 2933.624759 = -859204.011546
  nChanged 60
		SP:Iteration 61Q (26443.770000 sec): 3 clusters
  Score: Raw -862162.130342 + Penalty 2933.624759 = -859228.505583
  nChanged 79
		SP:Iteration 62Q (26444.010000 sec): 3 clusters
  Score: Raw -862194.595543 + Penalty 2933.624759 = -859260.970785
  nChanged 82
		SP:Iteration 63Q (26444.200000 sec): 3 clusters
  Score: Raw -862227.156468 + Penalty 2933.624759 = -859293.531709
  nChanged 83
		SP:Iteration 64Q (26444.470000 sec): 3 clusters
  Score: Raw -862262.644880 + Penalty 2933.624759 = -859329.020121
  nChanged 84
		SP:Iteration 65Q (26444.650000 sec): 3 clusters
  Score: Raw -862309.921447 + Penalty 2933.624759 = -859376.296689
  nChanged 100
		SP:Iteration 66Q (26444.910000 sec): 3 clusters
  Score: Raw -862364.540219 + Penalty 2933.624759 = -859430.915460
  nChanged 93
		SP:Iteration 67Q (26445.140000 sec): 3 clusters
  Score: Raw -862416.480371 + Penalty 2933.624759 = -859482.855612
  nChanged 85
		SP:Iteration 68Q (26445.420000 sec): 3 clusters
  Score: Raw -862459.474632 + Penalty 2933.624759 = -859525.849873
  nChanged 72
		SP:Iteration 69Q (26445.660000 sec): 3 clusters
  Score: Raw -862494.854110 + Penalty 2933.624759 = -859561.229351
  nChanged 66
		SP:Iteration 70Q (26445.900000 sec): 3 clusters
  Score: Raw -862520.536737 + Penalty 2933.624759 = -859586.911978
  nChanged 57
		SP:Iteration 71Q (26446.170000 sec): 3 clusters
  Score: Raw -862540.355872 + Penalty 2933.624759 = -859606.731113
  nChanged 42
		SP:Iteration 72Q (26446.430000 sec): 3 clusters
  Score: Raw -862554.387498 + Penalty 2933.624759 = -859620.762740
  nChanged 30
		SP:Iteration 73Q (26446.630000 sec): 3 clusters
  Score: Raw -862563.944384 + Penalty 2933.624759 = -859630.319625
  nChanged 28
		SP:Iteration 74Q (26446.800000 sec): 3 clusters
  Score: Raw -862572.052749 + Penalty 2933.624759 = -859638.427990
  nChanged 18
		SP:Iteration 75Q (26447.030000 sec): 3 clusters
  Score: Raw -862576.953063 + Penalty 2933.624759 = -859643.328304
  nChanged 17
		SP:Iteration 76Q (26447.240000 sec): 3 clusters
  Score: Raw -862581.236336 + Penalty 2933.624759 = -859647.611577
  nChanged 13
		SP:Iteration 77Q (26447.450000 sec): 3 clusters
  Score: Raw -862584.338884 + Penalty 2933.624759 = -859650.714125
  nChanged 13
		SP:Iteration 78Q (26447.690000 sec): 3 clusters
  Score: Raw -862587.263768 + Penalty 2933.624759 = -859653.639010
  nChanged 10
		SP:Iteration 79Q (26447.920000 sec): 3 clusters
  Score: Raw -862589.348120 + Penalty 2933.624759 = -859655.723361
  nChanged 7
		SP:Iteration 80F (26448.110000 sec): 3 clusters
  Score: Raw -862590.285920 + Penalty 2933.624759 = -859656.661161
  nChanged 7
		SP:Iteration 81Q (26448.320000 sec): 3 clusters
  Score: Raw -862591.426529 + Penalty 2933.624759 = -859657.801770
  nChanged 2
		SP:Iteration 82Q (26448.530000 sec): 3 clusters
  Score: Raw -862591.532295 + Penalty 2933.624759 = -859657.907537
  nChanged 2
		SP:Iteration 83Q (26448.730000 sec): 3 clusters
  Score: Raw -862591.693541 + Penalty 2933.624759 = -859658.068782
  nChanged 0
		SP:Iteration 84F (26448.950000 sec): 3 clusters
  Score: Raw -862591.693541 + Penalty 2933.624759 = -859658.068782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26449.110000 sec): 2 clusters
  Score: Raw -772478.862912 + Penalty 1444.960014 = -771033.902898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26449.300000 sec): 3 clusters
  Score: Raw -768487.721539 + Penalty 2889.920028 = -765597.801510
  nChanged 3070
		SP:Iteration 1F (26449.500000 sec): 3 clusters
  Score: Raw -770106.850697 + Penalty 2889.920028 = -767216.930669
  nChanged 458
		SP:Iteration 2F (26449.710000 sec): 3 clusters
  Score: Raw -770338.209782 + Penalty 2889.920028 = -767448.289754
  nChanged 400
		SP:Iteration 3F (26449.950000 sec): 3 clusters
  Score: Raw -770533.743439 + Penalty 2889.920028 = -767643.823411
  nChanged 346
		SP:Iteration 4Q (26450.180000 sec): 3 clusters
  Score: Raw -770689.586470 + Penalty 2889.920028 = -767799.666442
  nChanged 303
		SP:Iteration 5Q (26450.370000 sec): 3 clusters
  Score: Raw -770842.305375 + Penalty 2889.920028 = -767952.385347
  nChanged 326
		SP:Iteration 6Q (26450.580000 sec): 3 clusters
  Score: Raw -771017.526238 + Penalty 2889.920028 = -768127.606210
  nChanged 358
		SP:Iteration 7Q (26450.840000 sec): 3 clusters
  Score: Raw -771247.692677 + Penalty 2889.920028 = -768357.772648
  nChanged 383
		SP:Iteration 8F (26451.060000 sec): 3 clusters
  Score: Raw -771519.414748 + Penalty 2889.920028 = -768629.494720
  nChanged 385
		SP:Iteration 9F (26451.300000 sec): 3 clusters
  Score: Raw -771785.261550 + Penalty 2889.920028 = -768895.341522
  nChanged 347
		SP:Iteration 10Q (26451.540000 sec): 3 clusters
  Score: Raw -772008.601733 + Penalty 2889.920028 = -769118.681704
  nChanged 274
		SP:Iteration 11Q (26451.750000 sec): 3 clusters
  Score: Raw -772158.106762 + Penalty 2889.920028 = -769268.186734
  nChanged 224
		SP:Iteration 12Q (26452.010000 sec): 3 clusters
  Score: Raw -772259.357538 + Penalty 2889.920028 = -769369.437510
  nChanged 167
		SP:Iteration 13Q (26452.240000 sec): 3 clusters
  Score: Raw -772334.634405 + Penalty 2889.920028 = -769444.714377
  nChanged 139
		SP:Iteration 14Q (26452.460000 sec): 3 clusters
  Score: Raw -772392.475957 + Penalty 2889.920028 = -769502.555929
  nChanged 95
		SP:Iteration 15Q (26452.690000 sec): 3 clusters
  Score: Raw -772430.001041 + Penalty 2889.920028 = -769540.081012
  nChanged 82
		SP:Iteration 16Q (26452.920000 sec): 3 clusters
  Score: Raw -772459.223447 + Penalty 2889.920028 = -769569.303419
  nChanged 56
		SP:Iteration 17Q (26453.170000 sec): 3 clusters
  Score: Raw -772475.317435 + Penalty 2889.920028 = -769585.397407
  nChanged 35
		SP:Iteration 18Q (26453.380000 sec): 3 clusters
  Score: Raw -772486.601164 + Penalty 2889.920028 = -769596.681136
  nChanged 29
		SP:Iteration 19Q (26453.610000 sec): 3 clusters
  Score: Raw -772496.349561 + Penalty 2889.920028 = -769606.429533
  nChanged 29
		SP:Iteration 20F (26453.820000 sec): 3 clusters
  Score: Raw -772503.243547 + Penalty 2889.920028 = -769613.323518
  nChanged 25
		SP:Iteration 21Q (26454.000000 sec): 3 clusters
  Score: Raw -772508.966069 + Penalty 2889.920028 = -769619.046040
  nChanged 20
		SP:Iteration 22Q (26454.210000 sec): 3 clusters
  Score: Raw -772514.695455 + Penalty 2889.920028 = -769624.775426
  nChanged 20
		SP:Iteration 23Q (26454.450000 sec): 3 clusters
  Score: Raw -772517.879731 + Penalty 2889.920028 = -769627.959702
  nChanged 9
		SP:Iteration 24Q (26454.650000 sec): 3 clusters
  Score: Raw -772519.503601 + Penalty 2889.920028 = -769629.583572
  nChanged 8
		SP:Iteration 25Q (26454.900000 sec): 3 clusters
  Score: Raw -772521.605491 + Penalty 2889.920028 = -769631.685463
  nChanged 5
		SP:Iteration 26Q (26455.120000 sec): 3 clusters
  Score: Raw -772522.656049 + Penalty 2889.920028 = -769632.736021
  nChanged 8
		SP:Iteration 27Q (26455.330000 sec): 3 clusters
  Score: Raw -772524.619231 + Penalty 2889.920028 = -769634.699202
  nChanged 9
		SP:Iteration 28Q (26455.590000 sec): 3 clusters
  Score: Raw -772526.374413 + Penalty 2889.920028 = -769636.454385
  nChanged 7
		SP:Iteration 29Q (26455.840000 sec): 3 clusters
  Score: Raw -772527.624895 + Penalty 2889.920028 = -769637.704867
  nChanged 3
		SP:Iteration 30Q (26456.060000 sec): 3 clusters
  Score: Raw -772528.208095 + Penalty 2889.920028 = -769638.288067
  nChanged 1
		SP:Iteration 31Q (26456.280000 sec): 3 clusters
  Score: Raw -772528.412109 + Penalty 2889.920028 = -769638.492081
  nChanged 2
		SP:Iteration 32Q (26456.480000 sec): 3 clusters
  Score: Raw -772528.846399 + Penalty 2889.920028 = -769638.926371
  nChanged 1
		SP:Iteration 33Q (26456.700000 sec): 3 clusters
  Score: Raw -772528.942801 + Penalty 2889.920028 = -769639.022773
  nChanged 1
		SP:Iteration 34Q (26456.940000 sec): 3 clusters
  Score: Raw -772529.044694 + Penalty 2889.920028 = -769639.124665
  nChanged 0
		SP:Iteration 35F (26457.170000 sec): 3 clusters
  Score: Raw -772529.044694 + Penalty 2889.920028 = -769639.124665
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26457.300000 sec): 2 clusters
  Score: Raw -224890.809908 + Penalty 1254.214155 = -223636.595753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26457.480000 sec): 3 clusters
  Score: Raw -223930.503397 + Penalty 2508.428309 = -221422.075088
  nChanged 814
		SP:Iteration 1F (26457.700000 sec): 3 clusters
  Score: Raw -224514.876777 + Penalty 2508.428309 = -222006.448468
  nChanged 189
		SP:Iteration 2F (26457.910000 sec): 3 clusters
  Score: Raw -224706.403279 + Penalty 2508.428309 = -222197.974969
  nChanged 148
		SP:Iteration 3F (26458.100000 sec): 3 clusters
  Score: Raw -224909.049649 + Penalty 2508.428309 = -222400.621340
  nChanged 138
		SP:Iteration 4F (26458.230000 sec): 3 clusters
  Score: Raw -225067.727737 + Penalty 2508.428309 = -222559.299428
  nChanged 111
		SP:Iteration 5Q (26458.430000 sec): 3 clusters
  Score: Raw -225176.044804 + Penalty 2508.428309 = -222667.616495
  nChanged 77
		SP:Iteration 6Q (26458.620000 sec): 3 clusters
  Score: Raw -225243.709602 + Penalty 2508.428309 = -222735.281293
  nChanged 84
		SP:Iteration 7Q (26458.790000 sec): 3 clusters
  Score: Raw -225312.204014 + Penalty 2508.428309 = -222803.775705
  nChanged 44
		SP:Iteration 8Q (26458.990000 sec): 3 clusters
  Score: Raw -225339.490807 + Penalty 2508.428309 = -222831.062498
  nChanged 24
		SP:Iteration 9Q (26459.180000 sec): 3 clusters
  Score: Raw -225352.119375 + Penalty 2508.428309 = -222843.691066
  nChanged 21
		SP:Iteration 10Q (26459.390000 sec): 3 clusters
  Score: Raw -225365.065622 + Penalty 2508.428309 = -222856.637313
  nChanged 20
		SP:Iteration 11Q (26459.610000 sec): 3 clusters
  Score: Raw -225375.703151 + Penalty 2508.428309 = -222867.274842
  nChanged 21
		SP:Iteration 12Q (26459.800000 sec): 3 clusters
  Score: Raw -225385.601656 + Penalty 2508.428309 = -222877.173346
  nChanged 17
		SP:Iteration 13Q (26460.000000 sec): 3 clusters
  Score: Raw -225395.731452 + Penalty 2508.428309 = -222887.303143
  nChanged 14
		SP:Iteration 14Q (26460.190000 sec): 3 clusters
  Score: Raw -225406.554385 + Penalty 2508.428309 = -222898.126076
  nChanged 10
		SP:Iteration 15Q (26460.380000 sec): 3 clusters
  Score: Raw -225411.703076 + Penalty 2508.428309 = -222903.274767
  nChanged 2
		SP:Iteration 16Q (26460.580000 sec): 3 clusters
  Score: Raw -225412.483882 + Penalty 2508.428309 = -222904.055572
  nChanged 0
		SP:Iteration 17F (26460.780000 sec): 3 clusters
  Score: Raw -225412.483882 + Penalty 2508.428309 = -222904.055572
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26460.950000 sec): 2 clusters
  Score: Raw -539875.390052 + Penalty 1397.360538 = -538478.029514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26461.140000 sec): 3 clusters
  Score: Raw -537027.552576 + Penalty 2794.721077 = -534232.831499
  nChanged 2182
		SP:Iteration 1F (26461.360000 sec): 3 clusters
  Score: Raw -538220.135023 + Penalty 2794.721077 = -535425.413947
  nChanged 374
		SP:Iteration 2F (26461.560000 sec): 3 clusters
  Score: Raw -538427.595120 + Penalty 2794.721077 = -535632.874043
  nChanged 294
		SP:Iteration 3F (26461.790000 sec): 3 clusters
  Score: Raw -538587.250919 + Penalty 2794.721077 = -535792.529842
  nChanged 259
		SP:Iteration 4Q (26462.010000 sec): 3 clusters
  Score: Raw -538740.346440 + Penalty 2794.721077 = -535945.625363
  nChanged 242
		SP:Iteration 5Q (26462.260000 sec): 3 clusters
  Score: Raw -538897.422377 + Penalty 2794.721077 = -536102.701300
  nChanged 222
		SP:Iteration 6Q (26462.500000 sec): 3 clusters
  Score: Raw -539044.187303 + Penalty 2794.721077 = -536249.466226
  nChanged 198
		SP:Iteration 7Q (26462.700000 sec): 3 clusters
  Score: Raw -539162.672825 + Penalty 2794.721077 = -536367.951749
  nChanged 175
		SP:Iteration 8Q (26462.910000 sec): 3 clusters
  Score: Raw -539282.318290 + Penalty 2794.721077 = -536487.597214
  nChanged 175
		SP:Iteration 9Q (26463.150000 sec): 3 clusters
  Score: Raw -539392.040728 + Penalty 2794.721077 = -536597.319651
  nChanged 168
		SP:Iteration 10Q (26463.400000 sec): 3 clusters
  Score: Raw -539489.770682 + Penalty 2794.721077 = -536695.049606
  nChanged 140
		SP:Iteration 11Q (26463.600000 sec): 3 clusters
  Score: Raw -539573.848608 + Penalty 2794.721077 = -536779.127532
  nChanged 118
		SP:Iteration 12Q (26463.770000 sec): 3 clusters
  Score: Raw -539627.593309 + Penalty 2794.721077 = -536832.872233
  nChanged 82
		SP:Iteration 13Q (26463.970000 sec): 3 clusters
  Score: Raw -539664.406255 + Penalty 2794.721077 = -536869.685179
  nChanged 88
		SP:Iteration 14Q (26464.210000 sec): 3 clusters
  Score: Raw -539705.796522 + Penalty 2794.721077 = -536911.075445
  nChanged 83
		SP:Iteration 15Q (26464.390000 sec): 3 clusters
  Score: Raw -539742.388065 + Penalty 2794.721077 = -536947.666989
  nChanged 70
		SP:Iteration 16Q (26464.560000 sec): 3 clusters
  Score: Raw -539770.748007 + Penalty 2794.721077 = -536976.026930
  nChanged 60
		SP:Iteration 17Q (26464.770000 sec): 3 clusters
  Score: Raw -539790.933294 + Penalty 2794.721077 = -536996.212218
  nChanged 45
		SP:Iteration 18Q (26464.960000 sec): 3 clusters
  Score: Raw -539807.831705 + Penalty 2794.721077 = -537013.110628
  nChanged 44
		SP:Iteration 19Q (26465.160000 sec): 3 clusters
  Score: Raw -539824.155719 + Penalty 2794.721077 = -537029.434642
  nChanged 36
		SP:Iteration 20F (26465.370000 sec): 3 clusters
  Score: Raw -539841.534726 + Penalty 2794.721077 = -537046.813650
  nChanged 44
		SP:Iteration 21Q (26465.580000 sec): 3 clusters
  Score: Raw -539860.216883 + Penalty 2794.721077 = -537065.495806
  nChanged 42
		SP:Iteration 22Q (26465.800000 sec): 3 clusters
  Score: Raw -539876.917971 + Penalty 2794.721077 = -537082.196895
  nChanged 40
		SP:Iteration 23Q (26466.010000 sec): 3 clusters
  Score: Raw -539895.723415 + Penalty 2794.721077 = -537101.002338
  nChanged 35
		SP:Iteration 24Q (26466.220000 sec): 3 clusters
  Score: Raw -539910.515656 + Penalty 2794.721077 = -537115.794579
  nChanged 37
		SP:Iteration 25Q (26466.430000 sec): 3 clusters
  Score: Raw -539928.875108 + Penalty 2794.721077 = -537134.154031
  nChanged 37
		SP:Iteration 26Q (26466.680000 sec): 3 clusters
  Score: Raw -539947.409405 + Penalty 2794.721077 = -537152.688329
  nChanged 50
		SP:Iteration 27Q (26466.830000 sec): 3 clusters
  Score: Raw -539973.114275 + Penalty 2794.721077 = -537178.393198
  nChanged 38
		SP:Iteration 28Q (26467.040000 sec): 3 clusters
  Score: Raw -539992.224887 + Penalty 2794.721077 = -537197.503811
  nChanged 37
		SP:Iteration 29Q (26467.220000 sec): 3 clusters
  Score: Raw -540010.479584 + Penalty 2794.721077 = -537215.758508
  nChanged 37
		SP:Iteration 30Q (26467.470000 sec): 3 clusters
  Score: Raw -540032.242066 + Penalty 2794.721077 = -537237.520990
  nChanged 42
		SP:Iteration 31Q (26467.630000 sec): 3 clusters
  Score: Raw -540054.179327 + Penalty 2794.721077 = -537259.458251
  nChanged 37
		SP:Iteration 32Q (26467.860000 sec): 3 clusters
  Score: Raw -540073.459949 + Penalty 2794.721077 = -537278.738872
  nChanged 32
		SP:Iteration 33Q (26468.080000 sec): 3 clusters
  Score: Raw -540088.119047 + Penalty 2794.721077 = -537293.397971
  nChanged 30
		SP:Iteration 34Q (26468.290000 sec): 3 clusters
  Score: Raw -540100.945674 + Penalty 2794.721077 = -537306.224598
  nChanged 30
		SP:Iteration 35Q (26468.480000 sec): 3 clusters
  Score: Raw -540112.674644 + Penalty 2794.721077 = -537317.953567
  nChanged 23
		SP:Iteration 36Q (26468.690000 sec): 3 clusters
  Score: Raw -540121.329862 + Penalty 2794.721077 = -537326.608786
  nChanged 16
		SP:Iteration 37Q (26468.900000 sec): 3 clusters
  Score: Raw -540127.915670 + Penalty 2794.721077 = -537333.194594
  nChanged 18
		SP:Iteration 38Q (26469.120000 sec): 3 clusters
  Score: Raw -540136.931849 + Penalty 2794.721077 = -537342.210773
  nChanged 34
		SP:Iteration 39Q (26469.320000 sec): 3 clusters
  Score: Raw -540154.619539 + Penalty 2794.721077 = -537359.898462
  nChanged 25
		SP:Iteration 40F (26469.520000 sec): 3 clusters
  Score: Raw -540168.036336 + Penalty 2794.721077 = -537373.315259
  nChanged 19
		SP:Iteration 41Q (26469.710000 sec): 3 clusters
  Score: Raw -540175.429531 + Penalty 2794.721077 = -537380.708455
  nChanged 9
		SP:Iteration 42Q (26469.930000 sec): 3 clusters
  Score: Raw -540178.942686 + Penalty 2794.721077 = -537384.221609
  nChanged 9
		SP:Iteration 43Q (26470.120000 sec): 3 clusters
  Score: Raw -540182.211976 + Penalty 2794.721077 = -537387.490899
  nChanged 9
		SP:Iteration 44Q (26470.340000 sec): 3 clusters
  Score: Raw -540186.335578 + Penalty 2794.721077 = -537391.614501
  nChanged 9
		SP:Iteration 45Q (26470.560000 sec): 3 clusters
  Score: Raw -540190.015333 + Penalty 2794.721077 = -537395.294257
  nChanged 11
		SP:Iteration 46Q (26470.770000 sec): 3 clusters
  Score: Raw -540193.725110 + Penalty 2794.721077 = -537399.004034
  nChanged 10
		SP:Iteration 47Q (26471.000000 sec): 3 clusters
  Score: Raw -540198.031257 + Penalty 2794.721077 = -537403.310180
  nChanged 10
		SP:Iteration 48Q (26471.240000 sec): 3 clusters
  Score: Raw -540204.688169 + Penalty 2794.721077 = -537409.967093
  nChanged 15
		SP:Iteration 49Q (26471.440000 sec): 3 clusters
  Score: Raw -540210.757042 + Penalty 2794.721077 = -537416.035966
  nChanged 8
		SP:Iteration 50Q (26471.660000 sec): 3 clusters
  Score: Raw -540214.029909 + Penalty 2794.721077 = -537419.308833
  nChanged 10
		SP:Iteration 51Q (26471.840000 sec): 3 clusters
  Score: Raw -540219.329505 + Penalty 2794.721077 = -537424.608429
  nChanged 9
		SP:Iteration 52Q (26472.040000 sec): 3 clusters
  Score: Raw -540225.243036 + Penalty 2794.721077 = -537430.521960
  nChanged 11
		SP:Iteration 53Q (26472.220000 sec): 3 clusters
  Score: Raw -540230.438105 + Penalty 2794.721077 = -537435.717029
  nChanged 18
		SP:Iteration 54Q (26472.420000 sec): 3 clusters
  Score: Raw -540239.124615 + Penalty 2794.721077 = -537444.403539
  nChanged 18
		SP:Iteration 55Q (26472.630000 sec): 3 clusters
  Score: Raw -540249.118925 + Penalty 2794.721077 = -537454.397849
  nChanged 20
		SP:Iteration 56Q (26472.810000 sec): 3 clusters
  Score: Raw -540263.424815 + Penalty 2794.721077 = -537468.703739
  nChanged 24
		SP:Iteration 57Q (26472.990000 sec): 3 clusters
  Score: Raw -540282.695242 + Penalty 2794.721077 = -537487.974166
  nChanged 21
		SP:Iteration 58Q (26473.200000 sec): 3 clusters
  Score: Raw -540297.775695 + Penalty 2794.721077 = -537503.054619
  nChanged 20
		SP:Iteration 59Q (26473.420000 sec): 3 clusters
  Score: Raw -540309.521409 + Penalty 2794.721077 = -537514.800333
  nChanged 10
		SP:Iteration 60F (26473.630000 sec): 3 clusters
  Score: Raw -540314.935247 + Penalty 2794.721077 = -537520.214171
  nChanged 12
		SP:Iteration 61Q (26473.850000 sec): 3 clusters
  Score: Raw -540322.797237 + Penalty 2794.721077 = -537528.076160
  nChanged 20
		SP:Iteration 62Q (26474.080000 sec): 3 clusters
  Score: Raw -540338.296321 + Penalty 2794.721077 = -537543.575244
  nChanged 24
		SP:Iteration 63Q (26474.280000 sec): 3 clusters
  Score: Raw -540365.387123 + Penalty 2794.721077 = -537570.666046
  nChanged 28
		SP:Iteration 64Q (26474.480000 sec): 3 clusters
  Score: Raw -540405.492356 + Penalty 2794.721077 = -537610.771279
  nChanged 32
		SP:Iteration 65Q (26474.700000 sec): 3 clusters
  Score: Raw -540459.514537 + Penalty 2794.721077 = -537664.793461
  nChanged 35
		SP:Iteration 66Q (26474.950000 sec): 3 clusters
  Score: Raw -540498.104363 + Penalty 2794.721077 = -537703.383287
  nChanged 25
		SP:Iteration 67Q (26475.160000 sec): 3 clusters
  Score: Raw -540516.322753 + Penalty 2794.721077 = -537721.601676
  nChanged 17
		SP:Iteration 68Q (26475.350000 sec): 3 clusters
  Score: Raw -540531.737352 + Penalty 2794.721077 = -537737.016275
  nChanged 16
		SP:Iteration 69Q (26475.590000 sec): 3 clusters
  Score: Raw -540539.325081 + Penalty 2794.721077 = -537744.604005
  nChanged 5
		SP:Iteration 70Q (26475.780000 sec): 3 clusters
  Score: Raw -540541.881077 + Penalty 2794.721077 = -537747.160000
  nChanged 4
		SP:Iteration 71Q (26475.960000 sec): 3 clusters
  Score: Raw -540543.854073 + Penalty 2794.721077 = -537749.132997
  nChanged 3
		SP:Iteration 72Q (26476.150000 sec): 3 clusters
  Score: Raw -540545.670957 + Penalty 2794.721077 = -537750.949880
  nChanged 5
		SP:Iteration 73Q (26476.350000 sec): 3 clusters
  Score: Raw -540547.700219 + Penalty 2794.721077 = -537752.979142
  nChanged 6
		SP:Iteration 74Q (26476.530000 sec): 3 clusters
  Score: Raw -540550.577810 + Penalty 2794.721077 = -537755.856733
  nChanged 4
		SP:Iteration 75Q (26476.760000 sec): 3 clusters
  Score: Raw -540552.891107 + Penalty 2794.721077 = -537758.170030
  nChanged 3
		SP:Iteration 76Q (26476.950000 sec): 3 clusters
  Score: Raw -540554.257320 + Penalty 2794.721077 = -537759.536243
  nChanged 4
		SP:Iteration 77Q (26477.170000 sec): 3 clusters
  Score: Raw -540555.852296 + Penalty 2794.721077 = -537761.131220
  nChanged 1
		SP:Iteration 78Q (26477.360000 sec): 3 clusters
  Score: Raw -540556.179575 + Penalty 2794.721077 = -537761.458499
  nChanged 2
		SP:Iteration 79Q (26477.560000 sec): 3 clusters
  Score: Raw -540557.059465 + Penalty 2794.721077 = -537762.338389
  nChanged 1
		SP:Iteration 80F (26477.770000 sec): 3 clusters
  Score: Raw -540557.301845 + Penalty 2794.721077 = -537762.580769
  nChanged 2
		SP:Iteration 81Q (26477.960000 sec): 3 clusters
  Score: Raw -540558.072130 + Penalty 2794.721077 = -537763.351054
  nChanged 3
		SP:Iteration 82Q (26478.200000 sec): 3 clusters
  Score: Raw -540558.937098 + Penalty 2794.721077 = -537764.216021
  nChanged 0
		SP:Iteration 83F (26478.410000 sec): 3 clusters
  Score: Raw -540558.937098 + Penalty 2794.721077 = -537764.216021
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26478.530000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26478.720000 sec): 3 clusters
  Score: Raw -53444.584416 + Penalty 2036.840178 = -51407.744238
  nChanged 135
		SP:Iteration 1F (26478.880000 sec): 3 clusters
  Score: Raw -53731.015708 + Penalty 2036.840178 = -51694.175530
  nChanged 49
		SP:Iteration 2F (26479.050000 sec): 3 clusters
  Score: Raw -53894.865897 + Penalty 2036.840178 = -51858.025719
  nChanged 31
		SP:Iteration 3F (26479.260000 sec): 3 clusters
  Score: Raw -53959.735311 + Penalty 2036.840178 = -51922.895132
  nChanged 19
		SP:Iteration 4Q (26479.410000 sec): 3 clusters
  Score: Raw -53998.384027 + Penalty 2036.840178 = -51961.543849
  nChanged 7
		SP:Iteration 5Q (26479.570000 sec): 3 clusters
  Score: Raw -54012.522483 + Penalty 2036.840178 = -51975.682305
  nChanged 6
		SP:Iteration 6Q (26479.760000 sec): 3 clusters
  Score: Raw -54023.811504 + Penalty 2036.840178 = -51986.971326
  nChanged 4
		SP:Iteration 7Q (26479.940000 sec): 3 clusters
  Score: Raw -54037.235549 + Penalty 2036.840178 = -52000.395371
  nChanged 1
		SP:Iteration 8Q (26480.120000 sec): 3 clusters
  Score: Raw -54039.602459 + Penalty 2036.840178 = -52002.762281
  nChanged 1
		SP:Iteration 9Q (26480.330000 sec): 3 clusters
  Score: Raw -54044.527723 + Penalty 2036.840178 = -52007.687545
  nChanged 1
		SP:Iteration 10Q (26480.540000 sec): 3 clusters
  Score: Raw -54045.263012 + Penalty 2036.840178 = -52008.422834
  nChanged 1
		SP:Iteration 11Q (26480.710000 sec): 3 clusters
  Score: Raw -54045.893868 + Penalty 2036.840178 = -52009.053690
  nChanged 1
		SP:Iteration 12Q (26480.920000 sec): 3 clusters
  Score: Raw -54046.383677 + Penalty 2036.840178 = -52009.543498
  nChanged 1
		SP:Iteration 13Q (26481.120000 sec): 3 clusters
  Score: Raw -54048.276536 + Penalty 2036.840178 = -52011.436358
  nChanged 1
		SP:Iteration 14Q (26481.320000 sec): 3 clusters
  Score: Raw -54049.392923 + Penalty 2036.840178 = -52012.552745
  nChanged 0
		SP:Iteration 15F (26481.550000 sec): 3 clusters
  Score: Raw -54049.392923 + Penalty 2036.840178 = -52012.552745
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26481.670000 sec): 2 clusters
  Score: Raw -316318.822656 + Penalty 1295.525728 = -315023.296929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26481.920000 sec): 3 clusters
  Score: Raw -314989.155175 + Penalty 2591.051455 = -312398.103720
  nChanged 1073
		SP:Iteration 1F (26482.150000 sec): 3 clusters
  Score: Raw -315568.742031 + Penalty 2591.051455 = -312977.690576
  nChanged 213
		SP:Iteration 2F (26482.300000 sec): 3 clusters
  Score: Raw -315723.850926 + Penalty 2591.051455 = -313132.799471
  nChanged 169
		SP:Iteration 3F (26482.530000 sec): 3 clusters
  Score: Raw -315862.481209 + Penalty 2591.051455 = -313271.429754
  nChanged 160
		SP:Iteration 4F (26482.720000 sec): 3 clusters
  Score: Raw -315995.442707 + Penalty 2591.051455 = -313404.391251
  nChanged 155
		SP:Iteration 5F (26482.930000 sec): 3 clusters
  Score: Raw -316134.614478 + Penalty 2591.051455 = -313543.563023
  nChanged 151
		SP:Iteration 6F (26483.120000 sec): 3 clusters
  Score: Raw -316251.702062 + Penalty 2591.051455 = -313660.650607
  nChanged 135
		SP:Iteration 7Q (26483.330000 sec): 3 clusters
  Score: Raw -316352.845217 + Penalty 2591.051455 = -313761.793762
  nChanged 123
		SP:Iteration 8Q (26483.530000 sec): 3 clusters
  Score: Raw -316447.466545 + Penalty 2591.051455 = -313856.415090
  nChanged 118
		SP:Iteration 9Q (26483.690000 sec): 3 clusters
  Score: Raw -316540.743565 + Penalty 2591.051455 = -313949.692109
  nChanged 97
		SP:Iteration 10Q (26483.930000 sec): 3 clusters
  Score: Raw -316612.378842 + Penalty 2591.051455 = -314021.327387
  nChanged 68
		SP:Iteration 11Q (26484.100000 sec): 3 clusters
  Score: Raw -316672.375907 + Penalty 2591.051455 = -314081.324452
  nChanged 65
		SP:Iteration 12Q (26484.310000 sec): 3 clusters
  Score: Raw -316716.212943 + Penalty 2591.051455 = -314125.161488
  nChanged 51
		SP:Iteration 13Q (26484.510000 sec): 3 clusters
  Score: Raw -316753.226992 + Penalty 2591.051455 = -314162.175537
  nChanged 37
		SP:Iteration 14Q (26484.710000 sec): 3 clusters
  Score: Raw -316785.328408 + Penalty 2591.051455 = -314194.276953
  nChanged 36
		SP:Iteration 15Q (26484.950000 sec): 3 clusters
  Score: Raw -316810.172366 + Penalty 2591.051455 = -314219.120911
  nChanged 28
		SP:Iteration 16Q (26485.170000 sec): 3 clusters
  Score: Raw -316828.491418 + Penalty 2591.051455 = -314237.439963
  nChanged 17
		SP:Iteration 17Q (26485.390000 sec): 3 clusters
  Score: Raw -316840.839166 + Penalty 2591.051455 = -314249.787711
  nChanged 12
		SP:Iteration 18Q (26485.610000 sec): 3 clusters
  Score: Raw -316848.439561 + Penalty 2591.051455 = -314257.388105
  nChanged 8
		SP:Iteration 19Q (26485.820000 sec): 3 clusters
  Score: Raw -316851.826632 + Penalty 2591.051455 = -314260.775177
  nChanged 7
		SP:Iteration 20F (26486.030000 sec): 3 clusters
  Score: Raw -316855.538805 + Penalty 2591.051455 = -314264.487350
  nChanged 4
		SP:Iteration 21Q (26486.250000 sec): 3 clusters
  Score: Raw -316858.090736 + Penalty 2591.051455 = -314267.039281
  nChanged 2
		SP:Iteration 22Q (26486.450000 sec): 3 clusters
  Score: Raw -316860.747849 + Penalty 2591.051455 = -314269.696393
  nChanged 3
		SP:Iteration 23Q (26486.650000 sec): 3 clusters
  Score: Raw -316863.127334 + Penalty 2591.051455 = -314272.075879
  nChanged 7
		SP:Iteration 24Q (26486.880000 sec): 3 clusters
  Score: Raw -316865.979206 + Penalty 2591.051455 = -314274.927751
  nChanged 3
		SP:Iteration 25Q (26487.080000 sec): 3 clusters
  Score: Raw -316867.701431 + Penalty 2591.051455 = -314276.649976
  nChanged 1
		SP:Iteration 26Q (26487.260000 sec): 3 clusters
  Score: Raw -316868.720757 + Penalty 2591.051455 = -314277.669302
  nChanged 3
		SP:Iteration 27Q (26487.520000 sec): 3 clusters
  Score: Raw -316870.545822 + Penalty 2591.051455 = -314279.494367
  nChanged 3
		SP:Iteration 28Q (26487.730000 sec): 3 clusters
  Score: Raw -316873.744989 + Penalty 2591.051455 = -314282.693533
  nChanged 4
		SP:Iteration 29Q (26487.940000 sec): 3 clusters
  Score: Raw -316876.725502 + Penalty 2591.051455 = -314285.674047
  nChanged 6
		SP:Iteration 30Q (26488.150000 sec): 3 clusters
  Score: Raw -316879.859222 + Penalty 2591.051455 = -314288.807767
  nChanged 2
		SP:Iteration 31Q (26488.380000 sec): 3 clusters
  Score: Raw -316880.701779 + Penalty 2591.051455 = -314289.650324
  nChanged 2
		SP:Iteration 32Q (26488.570000 sec): 3 clusters
  Score: Raw -316882.322072 + Penalty 2591.051455 = -314291.270617
  nChanged 3
		SP:Iteration 33Q (26488.760000 sec): 3 clusters
  Score: Raw -316883.728762 + Penalty 2591.051455 = -314292.677306
  nChanged 3
		SP:Iteration 34Q (26488.950000 sec): 3 clusters
  Score: Raw -316886.279391 + Penalty 2591.051455 = -314295.227936
  nChanged 3
		SP:Iteration 35Q (26489.140000 sec): 3 clusters
  Score: Raw -316888.377319 + Penalty 2591.051455 = -314297.325863
  nChanged 3
		SP:Iteration 36Q (26489.350000 sec): 3 clusters
  Score: Raw -316889.722245 + Penalty 2591.051455 = -314298.670790
  nChanged 2
		SP:Iteration 37Q (26489.570000 sec): 3 clusters
  Score: Raw -316891.306130 + Penalty 2591.051455 = -314300.254675
  nChanged 2
		SP:Iteration 38Q (26489.750000 sec): 3 clusters
  Score: Raw -316892.239428 + Penalty 2591.051455 = -314301.187973
  nChanged 1
		SP:Iteration 39Q (26489.910000 sec): 3 clusters
  Score: Raw -316892.722685 + Penalty 2591.051455 = -314301.671230
  nChanged 0
		SP:Iteration 40F (26490.130000 sec): 3 clusters
  Score: Raw -316892.722685 + Penalty 2591.051455 = -314301.671230
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26490.210000 sec): 2 clusters
  Score: Raw -42782.710721 + Penalty 972.798451 = -41809.912270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26490.410000 sec): 3 clusters
  Score: Raw -42775.743637 + Penalty 1945.596902 = -40830.146735
  nChanged 78
		SP:Iteration 1F (26490.560000 sec): 3 clusters
  Score: Raw -42901.900583 + Penalty 1945.596902 = -40956.303682
  nChanged 17
		SP:Iteration 2Q (26490.760000 sec): 3 clusters
  Score: Raw -42932.538196 + Penalty 1945.596902 = -40986.941294
  nChanged 6
		SP:Iteration 3Q (26490.970000 sec): 3 clusters
  Score: Raw -42948.463908 + Penalty 1945.596902 = -41002.867006
  nChanged 2
		SP:Iteration 4Q (26491.120000 sec): 3 clusters
  Score: Raw -42950.951649 + Penalty 1945.596902 = -41005.354747
  nChanged 3
		SP:Iteration 5Q (26491.300000 sec): 3 clusters
  Score: Raw -42958.127663 + Penalty 1945.596902 = -41012.530761
  nChanged 1
		SP:Iteration 6Q (26491.540000 sec): 3 clusters
  Score: Raw -42961.608658 + Penalty 1945.596902 = -41016.011756
  nChanged 1
		SP:Iteration 7Q (26491.750000 sec): 3 clusters
  Score: Raw -42962.516260 + Penalty 1945.596902 = -41016.919358
  nChanged 1
		SP:Iteration 8Q (26491.900000 sec): 3 clusters
  Score: Raw -42965.879740 + Penalty 1945.596902 = -41020.282838
  nChanged 2
		SP:Iteration 9Q (26492.060000 sec): 3 clusters
  Score: Raw -42970.745042 + Penalty 1945.596902 = -41025.148141
  nChanged 0
		SP:Iteration 10F (26492.240000 sec): 3 clusters
  Score: Raw -42970.745042 + Penalty 1945.596902 = -41025.148141
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26492.380000 sec): 2 clusters
  Score: Raw -594138.204717 + Penalty 1412.747694 = -592725.457022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26492.610000 sec): 3 clusters
  Score: Raw -590870.933216 + Penalty 2825.495389 = -588045.437828
  nChanged 2466
		SP:Iteration 1F (26492.840000 sec): 3 clusters
  Score: Raw -592292.515736 + Penalty 2825.495389 = -589467.020347
  nChanged 453
		SP:Iteration 2F (26493.020000 sec): 3 clusters
  Score: Raw -592570.225634 + Penalty 2825.495389 = -589744.730245
  nChanged 390
		SP:Iteration 3F (26493.220000 sec): 3 clusters
  Score: Raw -592807.126336 + Penalty 2825.495389 = -589981.630948
  nChanged 345
		SP:Iteration 4F (26493.450000 sec): 3 clusters
  Score: Raw -593033.902440 + Penalty 2825.495389 = -590208.407051
  nChanged 344
		SP:Iteration 5F (26493.650000 sec): 3 clusters
  Score: Raw -593259.975199 + Penalty 2825.495389 = -590434.479811
  nChanged 309
		SP:Iteration 6F (26493.880000 sec): 3 clusters
  Score: Raw -593463.378029 + Penalty 2825.495389 = -590637.882641
  nChanged 276
		SP:Iteration 7Q (26494.100000 sec): 3 clusters
  Score: Raw -593629.366259 + Penalty 2825.495389 = -590803.870870
  nChanged 211
		SP:Iteration 8Q (26494.280000 sec): 3 clusters
  Score: Raw -593753.042618 + Penalty 2825.495389 = -590927.547229
  nChanged 183
		SP:Iteration 9Q (26494.470000 sec): 3 clusters
  Score: Raw -593858.948046 + Penalty 2825.495389 = -591033.452657
  nChanged 141
		SP:Iteration 10Q (26494.640000 sec): 3 clusters
  Score: Raw -593927.594542 + Penalty 2825.495389 = -591102.099153
  nChanged 114
		SP:Iteration 11Q (26494.830000 sec): 3 clusters
  Score: Raw -593983.390274 + Penalty 2825.495389 = -591157.894886
  nChanged 90
		SP:Iteration 12Q (26495.040000 sec): 3 clusters
  Score: Raw -594019.385678 + Penalty 2825.495389 = -591193.890289
  nChanged 83
		SP:Iteration 13Q (26495.210000 sec): 3 clusters
  Score: Raw -594051.950383 + Penalty 2825.495389 = -591226.454995
  nChanged 56
		SP:Iteration 14Q (26495.420000 sec): 3 clusters
  Score: Raw -594071.397799 + Penalty 2825.495389 = -591245.902410
  nChanged 56
		SP:Iteration 15Q (26495.660000 sec): 3 clusters
  Score: Raw -594091.910942 + Penalty 2825.495389 = -591266.415554
  nChanged 48
		SP:Iteration 16Q (26495.900000 sec): 3 clusters
  Score: Raw -594113.772098 + Penalty 2825.495389 = -591288.276710
  nChanged 49
		SP:Iteration 17Q (26496.130000 sec): 3 clusters
  Score: Raw -594130.059661 + Penalty 2825.495389 = -591304.564272
  nChanged 30
		SP:Iteration 18Q (26496.360000 sec): 3 clusters
  Score: Raw -594139.554766 + Penalty 2825.495389 = -591314.059377
  nChanged 34
		SP:Iteration 19Q (26496.560000 sec): 3 clusters
  Score: Raw -594152.879791 + Penalty 2825.495389 = -591327.384402
  nChanged 37
		SP:Iteration 20F (26496.790000 sec): 3 clusters
  Score: Raw -594166.765968 + Penalty 2825.495389 = -591341.270579
  nChanged 28
		SP:Iteration 21Q (26497.020000 sec): 3 clusters
  Score: Raw -594178.779749 + Penalty 2825.495389 = -591353.284360
  nChanged 33
		SP:Iteration 22Q (26497.240000 sec): 3 clusters
  Score: Raw -594193.738437 + Penalty 2825.495389 = -591368.243048
  nChanged 31
		SP:Iteration 23Q (26497.480000 sec): 3 clusters
  Score: Raw -594205.947397 + Penalty 2825.495389 = -591380.452008
  nChanged 42
		SP:Iteration 24Q (26497.700000 sec): 3 clusters
  Score: Raw -594222.402521 + Penalty 2825.495389 = -591396.907133
  nChanged 43
		SP:Iteration 25Q (26497.920000 sec): 3 clusters
  Score: Raw -594238.464783 + Penalty 2825.495389 = -591412.969394
  nChanged 27
		SP:Iteration 26Q (26498.150000 sec): 3 clusters
  Score: Raw -594246.562603 + Penalty 2825.495389 = -591421.067215
  nChanged 20
		SP:Iteration 27Q (26498.380000 sec): 3 clusters
  Score: Raw -594251.816356 + Penalty 2825.495389 = -591426.320968
  nChanged 17
		SP:Iteration 28Q (26498.630000 sec): 3 clusters
  Score: Raw -594259.716245 + Penalty 2825.495389 = -591434.220857
  nChanged 17
		SP:Iteration 29Q (26498.840000 sec): 3 clusters
  Score: Raw -594266.565247 + Penalty 2825.495389 = -591441.069859
  nChanged 14
		SP:Iteration 30Q (26499.020000 sec): 3 clusters
  Score: Raw -594272.607085 + Penalty 2825.495389 = -591447.111696
  nChanged 20
		SP:Iteration 31Q (26499.210000 sec): 3 clusters
  Score: Raw -594282.925578 + Penalty 2825.495389 = -591457.430189
  nChanged 22
		SP:Iteration 32Q (26499.450000 sec): 3 clusters
  Score: Raw -594296.419662 + Penalty 2825.495389 = -591470.924273
  nChanged 21
		SP:Iteration 33Q (26499.620000 sec): 3 clusters
  Score: Raw -594307.942505 + Penalty 2825.495389 = -591482.447117
  nChanged 22
		SP:Iteration 34Q (26499.820000 sec): 3 clusters
  Score: Raw -594319.558263 + Penalty 2825.495389 = -591494.062874
  nChanged 28
		SP:Iteration 35Q (26500.020000 sec): 3 clusters
  Score: Raw -594334.758218 + Penalty 2825.495389 = -591509.262829
  nChanged 21
		SP:Iteration 36Q (26500.280000 sec): 3 clusters
  Score: Raw -594346.584294 + Penalty 2825.495389 = -591521.088906
  nChanged 25
		SP:Iteration 37Q (26500.500000 sec): 3 clusters
  Score: Raw -594358.483485 + Penalty 2825.495389 = -591532.988096
  nChanged 22
		SP:Iteration 38Q (26500.720000 sec): 3 clusters
  Score: Raw -594369.620835 + Penalty 2825.495389 = -591544.125447
  nChanged 24
		SP:Iteration 39Q (26500.970000 sec): 3 clusters
  Score: Raw -594379.182677 + Penalty 2825.495389 = -591553.687289
  nChanged 25
		SP:Iteration 40F (26501.180000 sec): 3 clusters
  Score: Raw -594388.243667 + Penalty 2825.495389 = -591562.748279
  nChanged 16
		SP:Iteration 41Q (26501.400000 sec): 3 clusters
  Score: Raw -594392.783295 + Penalty 2825.495389 = -591567.287907
  nChanged 7
		SP:Iteration 42Q (26501.660000 sec): 3 clusters
  Score: Raw -594394.798853 + Penalty 2825.495389 = -591569.303464
  nChanged 2
		SP:Iteration 43Q (26501.880000 sec): 3 clusters
  Score: Raw -594395.160189 + Penalty 2825.495389 = -591569.664800
  nChanged 1
		SP:Iteration 44Q (26502.160000 sec): 3 clusters
  Score: Raw -594395.251952 + Penalty 2825.495389 = -591569.756563
  nChanged 0
		SP:Iteration 45F (26502.340000 sec): 3 clusters
  Score: Raw -594395.251952 + Penalty 2825.495389 = -591569.756563
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26502.490000 sec): 2 clusters
  Score: Raw -389499.476043 + Penalty 1358.359419 = -388141.116624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26502.740000 sec): 3 clusters
  Score: Raw -387333.577966 + Penalty 2716.718838 = -384616.859128
  nChanged 1695
		SP:Iteration 1F (26502.940000 sec): 3 clusters
  Score: Raw -388424.061198 + Penalty 2716.718838 = -385707.342360
  nChanged 402
		SP:Iteration 2F (26503.150000 sec): 3 clusters
  Score: Raw -388742.578390 + Penalty 2716.718838 = -386025.859551
  nChanged 350
		SP:Iteration 3F (26503.290000 sec): 3 clusters
  Score: Raw -389092.664027 + Penalty 2716.718838 = -386375.945189
  nChanged 332
		SP:Iteration 4F (26503.480000 sec): 3 clusters
  Score: Raw -389394.085413 + Penalty 2716.718838 = -386677.366575
  nChanged 239
		SP:Iteration 5F (26503.670000 sec): 3 clusters
  Score: Raw -389579.025024 + Penalty 2716.718838 = -386862.306185
  nChanged 176
		SP:Iteration 6Q (26503.860000 sec): 3 clusters
  Score: Raw -389680.029181 + Penalty 2716.718838 = -386963.310343
  nChanged 111
		SP:Iteration 7Q (26504.020000 sec): 3 clusters
  Score: Raw -389741.928837 + Penalty 2716.718838 = -387025.209999
  nChanged 88
		SP:Iteration 8Q (26504.190000 sec): 3 clusters
  Score: Raw -389789.502908 + Penalty 2716.718838 = -387072.784070
  nChanged 74
		SP:Iteration 9Q (26504.430000 sec): 3 clusters
  Score: Raw -389823.726463 + Penalty 2716.718838 = -387107.007625
  nChanged 60
		SP:Iteration 10Q (26504.590000 sec): 3 clusters
  Score: Raw -389854.911796 + Penalty 2716.718838 = -387138.192958
  nChanged 54
		SP:Iteration 11Q (26504.820000 sec): 3 clusters
  Score: Raw -389882.973054 + Penalty 2716.718838 = -387166.254216
  nChanged 47
		SP:Iteration 12Q (26505.050000 sec): 3 clusters
  Score: Raw -389905.553326 + Penalty 2716.718838 = -387188.834488
  nChanged 42
		SP:Iteration 13Q (26505.240000 sec): 3 clusters
  Score: Raw -389925.570652 + Penalty 2716.718838 = -387208.851813
  nChanged 39
		SP:Iteration 14Q (26505.400000 sec): 3 clusters
  Score: Raw -389947.275869 + Penalty 2716.718838 = -387230.557031
  nChanged 39
		SP:Iteration 15Q (26505.560000 sec): 3 clusters
  Score: Raw -389965.679579 + Penalty 2716.718838 = -387248.960740
  nChanged 30
		SP:Iteration 16Q (26505.740000 sec): 3 clusters
  Score: Raw -389977.920079 + Penalty 2716.718838 = -387261.201240
  nChanged 28
		SP:Iteration 17Q (26505.950000 sec): 3 clusters
  Score: Raw -389990.303982 + Penalty 2716.718838 = -387273.585144
  nChanged 30
		SP:Iteration 18Q (26506.150000 sec): 3 clusters
  Score: Raw -390006.409688 + Penalty 2716.718838 = -387289.690850
  nChanged 28
		SP:Iteration 19Q (26506.370000 sec): 3 clusters
  Score: Raw -390019.799601 + Penalty 2716.718838 = -387303.080762
  nChanged 27
		SP:Iteration 20F (26506.550000 sec): 3 clusters
  Score: Raw -390032.869313 + Penalty 2716.718838 = -387316.150475
  nChanged 18
		SP:Iteration 21Q (26506.730000 sec): 3 clusters
  Score: Raw -390042.065652 + Penalty 2716.718838 = -387325.346814
  nChanged 21
		SP:Iteration 22Q (26506.950000 sec): 3 clusters
  Score: Raw -390054.817285 + Penalty 2716.718838 = -387338.098447
  nChanged 22
		SP:Iteration 23Q (26507.120000 sec): 3 clusters
  Score: Raw -390063.859077 + Penalty 2716.718838 = -387347.140239
  nChanged 14
		SP:Iteration 24Q (26507.290000 sec): 3 clusters
  Score: Raw -390070.630474 + Penalty 2716.718838 = -387353.911636
  nChanged 17
		SP:Iteration 25Q (26507.480000 sec): 3 clusters
  Score: Raw -390076.889488 + Penalty 2716.718838 = -387360.170650
  nChanged 12
		SP:Iteration 26Q (26507.660000 sec): 3 clusters
  Score: Raw -390080.113602 + Penalty 2716.718838 = -387363.394764
  nChanged 10
		SP:Iteration 27Q (26507.840000 sec): 3 clusters
  Score: Raw -390082.326436 + Penalty 2716.718838 = -387365.607598
  nChanged 5
		SP:Iteration 28Q (26508.010000 sec): 3 clusters
  Score: Raw -390083.898084 + Penalty 2716.718838 = -387367.179246
  nChanged 2
		SP:Iteration 29Q (26508.190000 sec): 3 clusters
  Score: Raw -390084.292936 + Penalty 2716.718838 = -387367.574098
  nChanged 2
		SP:Iteration 30Q (26508.420000 sec): 3 clusters
  Score: Raw -390084.813342 + Penalty 2716.718838 = -387368.094503
  nChanged 2
		SP:Iteration 31Q (26508.590000 sec): 3 clusters
  Score: Raw -390085.273021 + Penalty 2716.718838 = -387368.554182
  nChanged 2
		SP:Iteration 32Q (26508.830000 sec): 3 clusters
  Score: Raw -390085.606996 + Penalty 2716.718838 = -387368.888158
  nChanged 2
		SP:Iteration 33Q (26509.020000 sec): 3 clusters
  Score: Raw -390086.012348 + Penalty 2716.718838 = -387369.293510
  nChanged 1
		SP:Iteration 34Q (26509.180000 sec): 3 clusters
  Score: Raw -390086.399469 + Penalty 2716.718838 = -387369.680631
  nChanged 1
		SP:Iteration 35Q (26509.350000 sec): 3 clusters
  Score: Raw -390086.609258 + Penalty 2716.718838 = -387369.890420
  nChanged 0
		SP:Iteration 36F (26509.550000 sec): 3 clusters
  Score: Raw -390086.609258 + Penalty 2716.718838 = -387369.890420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26509.650000 sec): 2 clusters
  Score: Raw -432603.610677 + Penalty 1355.052395 = -431248.558282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26509.840000 sec): 3 clusters
  Score: Raw -430469.251759 + Penalty 2710.104791 = -427759.146968
  nChanged 1707
		SP:Iteration 1F (26510.070000 sec): 3 clusters
  Score: Raw -431455.979437 + Penalty 2710.104791 = -428745.874646
  nChanged 318
		SP:Iteration 2F (26510.280000 sec): 3 clusters
  Score: Raw -431645.334614 + Penalty 2710.104791 = -428935.229823
  nChanged 232
		SP:Iteration 3F (26510.500000 sec): 3 clusters
  Score: Raw -431782.057658 + Penalty 2710.104791 = -429071.952867
  nChanged 187
		SP:Iteration 4Q (26510.680000 sec): 3 clusters
  Score: Raw -431887.344407 + Penalty 2710.104791 = -429177.239616
  nChanged 167
		SP:Iteration 5Q (26510.930000 sec): 3 clusters
  Score: Raw -431983.370139 + Penalty 2710.104791 = -429273.265348
  nChanged 157
		SP:Iteration 6Q (26511.140000 sec): 3 clusters
  Score: Raw -432074.511406 + Penalty 2710.104791 = -429364.406615
  nChanged 136
		SP:Iteration 7Q (26511.380000 sec): 3 clusters
  Score: Raw -432151.564381 + Penalty 2710.104791 = -429441.459590
  nChanged 124
		SP:Iteration 8Q (26511.560000 sec): 3 clusters
  Score: Raw -432221.576490 + Penalty 2710.104791 = -429511.471700
  nChanged 126
		SP:Iteration 9Q (26511.740000 sec): 3 clusters
  Score: Raw -432293.274787 + Penalty 2710.104791 = -429583.169996
  nChanged 105
		SP:Iteration 10Q (26511.910000 sec): 3 clusters
  Score: Raw -432345.161081 + Penalty 2710.104791 = -429635.056291
  nChanged 84
		SP:Iteration 11Q (26512.100000 sec): 3 clusters
  Score: Raw -432389.231051 + Penalty 2710.104791 = -429679.126261
  nChanged 81
		SP:Iteration 12Q (26512.300000 sec): 3 clusters
  Score: Raw -432438.060684 + Penalty 2710.104791 = -429727.955893
  nChanged 78
		SP:Iteration 13Q (26512.480000 sec): 3 clusters
  Score: Raw -432490.543140 + Penalty 2710.104791 = -429780.438349
  nChanged 76
		SP:Iteration 14Q (26512.640000 sec): 3 clusters
  Score: Raw -432537.633398 + Penalty 2710.104791 = -429827.528607
  nChanged 69
		SP:Iteration 15Q (26512.830000 sec): 3 clusters
  Score: Raw -432578.073246 + Penalty 2710.104791 = -429867.968455
  nChanged 58
		SP:Iteration 16Q (26513.020000 sec): 3 clusters
  Score: Raw -432615.172174 + Penalty 2710.104791 = -429905.067383
  nChanged 71
		SP:Iteration 17Q (26513.200000 sec): 3 clusters
  Score: Raw -432661.784576 + Penalty 2710.104791 = -429951.679785
  nChanged 74
		SP:Iteration 18Q (26513.360000 sec): 3 clusters
  Score: Raw -432716.168877 + Penalty 2710.104791 = -430006.064086
  nChanged 59
		SP:Iteration 19Q (26513.530000 sec): 3 clusters
  Score: Raw -432754.999419 + Penalty 2710.104791 = -430044.894628
  nChanged 56
		SP:Iteration 20F (26513.720000 sec): 3 clusters
  Score: Raw -432791.984044 + Penalty 2710.104791 = -430081.879253
  nChanged 53
		SP:Iteration 21Q (26513.950000 sec): 3 clusters
  Score: Raw -432822.985965 + Penalty 2710.104791 = -430112.881174
  nChanged 40
		SP:Iteration 22Q (26514.120000 sec): 3 clusters
  Score: Raw -432844.513473 + Penalty 2710.104791 = -430134.408682
  nChanged 30
		SP:Iteration 23Q (26514.300000 sec): 3 clusters
  Score: Raw -432856.314270 + Penalty 2710.104791 = -430146.209479
  nChanged 18
		SP:Iteration 24Q (26514.470000 sec): 3 clusters
  Score: Raw -432863.641602 + Penalty 2710.104791 = -430153.536811
  nChanged 18
		SP:Iteration 25Q (26514.650000 sec): 3 clusters
  Score: Raw -432870.927472 + Penalty 2710.104791 = -430160.822682
  nChanged 14
		SP:Iteration 26Q (26514.810000 sec): 3 clusters
  Score: Raw -432875.222132 + Penalty 2710.104791 = -430165.117341
  nChanged 13
		SP:Iteration 27Q (26514.990000 sec): 3 clusters
  Score: Raw -432879.437903 + Penalty 2710.104791 = -430169.333112
  nChanged 12
		SP:Iteration 28Q (26515.150000 sec): 3 clusters
  Score: Raw -432882.621150 + Penalty 2710.104791 = -430172.516359
  nChanged 8
		SP:Iteration 29Q (26515.340000 sec): 3 clusters
  Score: Raw -432885.573126 + Penalty 2710.104791 = -430175.468335
  nChanged 7
		SP:Iteration 30Q (26515.530000 sec): 3 clusters
  Score: Raw -432886.951689 + Penalty 2710.104791 = -430176.846899
  nChanged 3
		SP:Iteration 31Q (26515.720000 sec): 3 clusters
  Score: Raw -432887.618431 + Penalty 2710.104791 = -430177.513640
  nChanged 2
		SP:Iteration 32Q (26515.890000 sec): 3 clusters
  Score: Raw -432887.928789 + Penalty 2710.104791 = -430177.823998
  nChanged 1
		SP:Iteration 33Q (26516.080000 sec): 3 clusters
  Score: Raw -432887.992754 + Penalty 2710.104791 = -430177.887964
  nChanged 0
		SP:Iteration 34F (26516.260000 sec): 3 clusters
  Score: Raw -432887.992754 + Penalty 2710.104791 = -430177.887964
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26516.400000 sec): 2 clusters
  Score: Raw -401557.749530 + Penalty 1357.060024 = -400200.689507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26516.590000 sec): 3 clusters
  Score: Raw -399456.854375 + Penalty 2714.120047 = -396742.734327
  nChanged 1698
		SP:Iteration 1F (26516.800000 sec): 3 clusters
  Score: Raw -400702.059466 + Penalty 2714.120047 = -397987.939418
  nChanged 469
		SP:Iteration 2F (26516.990000 sec): 3 clusters
  Score: Raw -401235.203561 + Penalty 2714.120047 = -398521.083513
  nChanged 382
		SP:Iteration 3F (26517.200000 sec): 3 clusters
  Score: Raw -401619.608827 + Penalty 2714.120047 = -398905.488780
  nChanged 280
		SP:Iteration 4F (26517.370000 sec): 3 clusters
  Score: Raw -401853.320820 + Penalty 2714.120047 = -399139.200773
  nChanged 216
		SP:Iteration 5F (26517.550000 sec): 3 clusters
  Score: Raw -402024.500724 + Penalty 2714.120047 = -399310.380677
  nChanged 165
		SP:Iteration 6Q (26517.700000 sec): 3 clusters
  Score: Raw -402168.293578 + Penalty 2714.120047 = -399454.173530
  nChanged 125
		SP:Iteration 7Q (26517.870000 sec): 3 clusters
  Score: Raw -402260.297755 + Penalty 2714.120047 = -399546.177707
  nChanged 100
		SP:Iteration 8Q (26518.040000 sec): 3 clusters
  Score: Raw -402331.532589 + Penalty 2714.120047 = -399617.412542
  nChanged 83
		SP:Iteration 9Q (26518.260000 sec): 3 clusters
  Score: Raw -402391.919435 + Penalty 2714.120047 = -399677.799388
  nChanged 71
		SP:Iteration 10Q (26518.500000 sec): 3 clusters
  Score: Raw -402436.150948 + Penalty 2714.120047 = -399722.030901
  nChanged 67
		SP:Iteration 11Q (26518.660000 sec): 3 clusters
  Score: Raw -402474.922676 + Penalty 2714.120047 = -399760.802629
  nChanged 53
		SP:Iteration 12Q (26518.920000 sec): 3 clusters
  Score: Raw -402510.244167 + Penalty 2714.120047 = -399796.124120
  nChanged 57
		SP:Iteration 13Q (26519.150000 sec): 3 clusters
  Score: Raw -402539.359033 + Penalty 2714.120047 = -399825.238985
  nChanged 34
		SP:Iteration 14Q (26519.330000 sec): 3 clusters
  Score: Raw -402557.444601 + Penalty 2714.120047 = -399843.324553
  nChanged 28
		SP:Iteration 15Q (26519.540000 sec): 3 clusters
  Score: Raw -402571.699631 + Penalty 2714.120047 = -399857.579584
  nChanged 27
		SP:Iteration 16Q (26519.770000 sec): 3 clusters
  Score: Raw -402586.771826 + Penalty 2714.120047 = -399872.651779
  nChanged 17
		SP:Iteration 17Q (26519.980000 sec): 3 clusters
  Score: Raw -402593.738626 + Penalty 2714.120047 = -399879.618578
  nChanged 10
		SP:Iteration 18Q (26520.170000 sec): 3 clusters
  Score: Raw -402597.646461 + Penalty 2714.120047 = -399883.526414
  nChanged 10
		SP:Iteration 19Q (26520.410000 sec): 3 clusters
  Score: Raw -402601.428016 + Penalty 2714.120047 = -399887.307969
  nChanged 4
		SP:Iteration 20F (26520.690000 sec): 3 clusters
  Score: Raw -402602.898820 + Penalty 2714.120047 = -399888.778773
  nChanged 5
		SP:Iteration 21Q (26520.920000 sec): 3 clusters
  Score: Raw -402604.528409 + Penalty 2714.120047 = -399890.408362
  nChanged 4
		SP:Iteration 22Q (26521.110000 sec): 3 clusters
  Score: Raw -402605.829442 + Penalty 2714.120047 = -399891.709395
  nChanged 7
		SP:Iteration 23Q (26521.340000 sec): 3 clusters
  Score: Raw -402607.976661 + Penalty 2714.120047 = -399893.856613
  nChanged 11
		SP:Iteration 24Q (26521.520000 sec): 3 clusters
  Score: Raw -402611.131526 + Penalty 2714.120047 = -399897.011478
  nChanged 3
		SP:Iteration 25Q (26521.800000 sec): 3 clusters
  Score: Raw -402612.001369 + Penalty 2714.120047 = -399897.881321
  nChanged 5
		SP:Iteration 26Q (26522.020000 sec): 3 clusters
  Score: Raw -402613.237153 + Penalty 2714.120047 = -399899.117106
  nChanged 1
		SP:Iteration 27Q (26522.240000 sec): 3 clusters
  Score: Raw -402613.573596 + Penalty 2714.120047 = -399899.453549
  nChanged 0
		SP:Iteration 28F (26522.480000 sec): 3 clusters
  Score: Raw -402613.573596 + Penalty 2714.120047 = -399899.453549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (11443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26522.630000 sec): 2 clusters
  Score: Raw -1153555.211790 + Penalty 1518.584189 = -1152036.627602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26522.900000 sec): 3 clusters
  Score: Raw -1146962.401205 + Penalty 3037.168377 = -1143925.232828
  nChanged 5012
		SP:Iteration 1F (26523.200000 sec): 3 clusters
  Score: Raw -1149770.161400 + Penalty 3037.168377 = -1146732.993023
  nChanged 727
		SP:Iteration 2F (26523.480000 sec): 3 clusters
  Score: Raw -1150104.905385 + Penalty 3037.168377 = -1147067.737008
  nChanged 659
		SP:Iteration 3F (26523.740000 sec): 3 clusters
  Score: Raw -1150432.311342 + Penalty 3037.168377 = -1147395.142965
  nChanged 619
		SP:Iteration 4F (26523.990000 sec): 3 clusters
  Score: Raw -1150748.554330 + Penalty 3037.168377 = -1147711.385953
  nChanged 589
		SP:Iteration 5F (26524.190000 sec): 3 clusters
  Score: Raw -1151066.960270 + Penalty 3037.168377 = -1148029.791893
  nChanged 590
		SP:Iteration 6F (26524.400000 sec): 3 clusters
  Score: Raw -1151390.939239 + Penalty 3037.168377 = -1148353.770861
  nChanged 559
		SP:Iteration 7Q (26524.610000 sec): 3 clusters
  Score: Raw -1151711.421346 + Penalty 3037.168377 = -1148674.252969
  nChanged 524
		SP:Iteration 8Q (26524.830000 sec): 3 clusters
  Score: Raw -1152050.609859 + Penalty 3037.168377 = -1149013.441482
  nChanged 482
		SP:Iteration 9Q (26525.010000 sec): 3 clusters
  Score: Raw -1152384.995411 + Penalty 3037.168377 = -1149347.827034
  nChanged 412
		SP:Iteration 10Q (26525.270000 sec): 3 clusters
  Score: Raw -1152676.680979 + Penalty 3037.168377 = -1149639.512601
  nChanged 353
		SP:Iteration 11Q (26525.540000 sec): 3 clusters
  Score: Raw -1152912.532199 + Penalty 3037.168377 = -1149875.363822
  nChanged 267
		SP:Iteration 12Q (26525.720000 sec): 3 clusters
  Score: Raw -1153074.353936 + Penalty 3037.168377 = -1150037.185559
  nChanged 194
		SP:Iteration 13Q (26525.960000 sec): 3 clusters
  Score: Raw -1153180.398430 + Penalty 3037.168377 = -1150143.230053
  nChanged 165
		SP:Iteration 14Q (26526.180000 sec): 3 clusters
  Score: Raw -1153262.755862 + Penalty 3037.168377 = -1150225.587485
  nChanged 140
		SP:Iteration 15Q (26526.420000 sec): 3 clusters
  Score: Raw -1153325.892166 + Penalty 3037.168377 = -1150288.723789
  nChanged 128
		SP:Iteration 16Q (26526.640000 sec): 3 clusters
  Score: Raw -1153390.692380 + Penalty 3037.168377 = -1150353.524002
  nChanged 105
		SP:Iteration 17Q (26526.890000 sec): 3 clusters
  Score: Raw -1153435.356802 + Penalty 3037.168377 = -1150398.188425
  nChanged 95
		SP:Iteration 18Q (26527.090000 sec): 3 clusters
  Score: Raw -1153476.996462 + Penalty 3037.168377 = -1150439.828085
  nChanged 88
		SP:Iteration 19Q (26527.320000 sec): 3 clusters
  Score: Raw -1153521.885840 + Penalty 3037.168377 = -1150484.717463
  nChanged 91
		SP:Iteration 20F (26527.540000 sec): 3 clusters
  Score: Raw -1153566.630109 + Penalty 3037.168377 = -1150529.461732
  nChanged 81
		SP:Iteration 21Q (26527.760000 sec): 3 clusters
  Score: Raw -1153598.870024 + Penalty 3037.168377 = -1150561.701647
  nChanged 68
		SP:Iteration 22Q (26528.020000 sec): 3 clusters
  Score: Raw -1153624.793826 + Penalty 3037.168377 = -1150587.625449
  nChanged 49
		SP:Iteration 23Q (26528.270000 sec): 3 clusters
  Score: Raw -1153641.007304 + Penalty 3037.168377 = -1150603.838927
  nChanged 44
		SP:Iteration 24Q (26528.450000 sec): 3 clusters
  Score: Raw -1153656.549554 + Penalty 3037.168377 = -1150619.381177
  nChanged 38
		SP:Iteration 25Q (26528.740000 sec): 3 clusters
  Score: Raw -1153670.096985 + Penalty 3037.168377 = -1150632.928608
  nChanged 36
		SP:Iteration 26Q (26528.910000 sec): 3 clusters
  Score: Raw -1153683.341480 + Penalty 3037.168377 = -1150646.173102
  nChanged 34
		SP:Iteration 27Q (26529.080000 sec): 3 clusters
  Score: Raw -1153696.261290 + Penalty 3037.168377 = -1150659.092912
  nChanged 28
		SP:Iteration 28Q (26529.270000 sec): 3 clusters
  Score: Raw -1153706.058315 + Penalty 3037.168377 = -1150668.889938
  nChanged 20
		SP:Iteration 29Q (26529.500000 sec): 3 clusters
  Score: Raw -1153714.350711 + Penalty 3037.168377 = -1150677.182334
  nChanged 25
		SP:Iteration 30Q (26529.710000 sec): 3 clusters
  Score: Raw -1153723.939333 + Penalty 3037.168377 = -1150686.770956
  nChanged 25
		SP:Iteration 31Q (26529.960000 sec): 3 clusters
  Score: Raw -1153733.096691 + Penalty 3037.168377 = -1150695.928314
  nChanged 20
		SP:Iteration 32Q (26530.230000 sec): 3 clusters
  Score: Raw -1153740.978718 + Penalty 3037.168377 = -1150703.810341
  nChanged 20
		SP:Iteration 33Q (26530.410000 sec): 3 clusters
  Score: Raw -1153750.059919 + Penalty 3037.168377 = -1150712.891542
  nChanged 23
		SP:Iteration 34Q (26530.660000 sec): 3 clusters
  Score: Raw -1153759.713148 + Penalty 3037.168377 = -1150722.544771
  nChanged 28
		SP:Iteration 35Q (26530.890000 sec): 3 clusters
  Score: Raw -1153771.993085 + Penalty 3037.168377 = -1150734.824708
  nChanged 19
		SP:Iteration 36Q (26531.130000 sec): 3 clusters
  Score: Raw -1153781.048186 + Penalty 3037.168377 = -1150743.879809
  nChanged 25
		SP:Iteration 37Q (26531.400000 sec): 3 clusters
  Score: Raw -1153791.713634 + Penalty 3037.168377 = -1150754.545257
  nChanged 17
		SP:Iteration 38Q (26531.590000 sec): 3 clusters
  Score: Raw -1153798.389775 + Penalty 3037.168377 = -1150761.221398
  nChanged 17
		SP:Iteration 39Q (26531.820000 sec): 3 clusters
  Score: Raw -1153804.976987 + Penalty 3037.168377 = -1150767.808610
  nChanged 10
		SP:Iteration 40F (26532.020000 sec): 3 clusters
  Score: Raw -1153808.823049 + Penalty 3037.168377 = -1150771.654672
  nChanged 8
		SP:Iteration 41Q (26532.240000 sec): 3 clusters
  Score: Raw -1153811.563634 + Penalty 3037.168377 = -1150774.395257
  nChanged 4
		SP:Iteration 42Q (26532.490000 sec): 3 clusters
  Score: Raw -1153812.819929 + Penalty 3037.168377 = -1150775.651551
  nChanged 3
		SP:Iteration 43Q (26532.770000 sec): 3 clusters
  Score: Raw -1153813.999816 + Penalty 3037.168377 = -1150776.831438
  nChanged 6
		SP:Iteration 44Q (26532.970000 sec): 3 clusters
  Score: Raw -1153815.942335 + Penalty 3037.168377 = -1150778.773958
  nChanged 3
		SP:Iteration 45Q (26533.210000 sec): 3 clusters
  Score: Raw -1153816.586579 + Penalty 3037.168377 = -1150779.418202
  nChanged 3
		SP:Iteration 46Q (26533.470000 sec): 3 clusters
  Score: Raw -1153817.895262 + Penalty 3037.168377 = -1150780.726885
  nChanged 4
		SP:Iteration 47Q (26533.720000 sec): 3 clusters
  Score: Raw -1153818.805210 + Penalty 3037.168377 = -1150781.636833
  nChanged 1
		SP:Iteration 48Q (26533.940000 sec): 3 clusters
  Score: Raw -1153819.163545 + Penalty 3037.168377 = -1150781.995168
  nChanged 0
		SP:Iteration 49F (26534.160000 sec): 3 clusters
  Score: Raw -1153819.163545 + Penalty 3037.168377 = -1150781.995168
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26534.280000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26534.520000 sec): 3 clusters
  Score: Raw -53997.116967 + Penalty 2038.685027 = -51958.431940
  nChanged 129
		SP:Iteration 1F (26534.700000 sec): 3 clusters
  Score: Raw -54159.741476 + Penalty 2038.685027 = -52121.056449
  nChanged 32
		SP:Iteration 2F (26534.900000 sec): 3 clusters
  Score: Raw -54213.679435 + Penalty 2038.685027 = -52174.994408
  nChanged 22
		SP:Iteration 3Q (26535.070000 sec): 3 clusters
  Score: Raw -54250.336000 + Penalty 2038.685027 = -52211.650973
  nChanged 12
		SP:Iteration 4Q (26535.240000 sec): 3 clusters
  Score: Raw -54266.117415 + Penalty 2038.685027 = -52227.432388
  nChanged 8
		SP:Iteration 5Q (26535.400000 sec): 3 clusters
  Score: Raw -54277.398979 + Penalty 2038.685027 = -52238.713951
  nChanged 9
		SP:Iteration 6Q (26535.620000 sec): 3 clusters
  Score: Raw -54344.815845 + Penalty 2038.685027 = -52306.130818
  nChanged 11
		SP:Iteration 7Q (26535.800000 sec): 3 clusters
  Score: Raw -54405.378287 + Penalty 2038.685027 = -52366.693260
  nChanged 14
		SP:Iteration 8Q (26536.030000 sec): 3 clusters
  Score: Raw -54432.910213 + Penalty 2038.685027 = -52394.225186
  nChanged 8
		SP:Iteration 9Q (26536.200000 sec): 3 clusters
  Score: Raw -54454.615608 + Penalty 2038.685027 = -52415.930581
  nChanged 7
		SP:Iteration 10Q (26536.400000 sec): 3 clusters
  Score: Raw -54464.101978 + Penalty 2038.685027 = -52425.416951
  nChanged 5
		SP:Iteration 11Q (26536.570000 sec): 3 clusters
  Score: Raw -54471.846663 + Penalty 2038.685027 = -52433.161636
  nChanged 2
		SP:Iteration 12Q (26536.780000 sec): 3 clusters
  Score: Raw -54473.653045 + Penalty 2038.685027 = -52434.968018
  nChanged 1
		SP:Iteration 13Q (26536.960000 sec): 3 clusters
  Score: Raw -54475.639352 + Penalty 2038.685027 = -52436.954324
  nChanged 0
		SP:Iteration 14F (26537.200000 sec): 3 clusters
  Score: Raw -54475.639352 + Penalty 2038.685027 = -52436.954324
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26537.320000 sec): 2 clusters
  Score: Raw -236152.301224 + Penalty 1259.194842 = -234893.106381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26537.490000 sec): 3 clusters
  Score: Raw -235113.693849 + Penalty 2518.389685 = -232595.304164
  nChanged 826
		SP:Iteration 1F (26537.690000 sec): 3 clusters
  Score: Raw -235591.064891 + Penalty 2518.389685 = -233072.675206
  nChanged 190
		SP:Iteration 2F (26537.900000 sec): 3 clusters
  Score: Raw -235739.317689 + Penalty 2518.389685 = -233220.928004
  nChanged 140
		SP:Iteration 3F (26538.040000 sec): 3 clusters
  Score: Raw -235850.958565 + Penalty 2518.389685 = -233332.568880
  nChanged 122
		SP:Iteration 4F (26538.230000 sec): 3 clusters
  Score: Raw -235944.978755 + Penalty 2518.389685 = -233426.589070
  nChanged 89
		SP:Iteration 5Q (26538.450000 sec): 3 clusters
  Score: Raw -236011.093061 + Penalty 2518.389685 = -233492.703377
  nChanged 81
		SP:Iteration 6Q (26538.660000 sec): 3 clusters
  Score: Raw -236072.819627 + Penalty 2518.389685 = -233554.429943
  nChanged 70
		SP:Iteration 7Q (26538.850000 sec): 3 clusters
  Score: Raw -236122.295634 + Penalty 2518.389685 = -233603.905950
  nChanged 56
		SP:Iteration 8Q (26539.050000 sec): 3 clusters
  Score: Raw -236164.655832 + Penalty 2518.389685 = -233646.266147
  nChanged 53
		SP:Iteration 9Q (26539.230000 sec): 3 clusters
  Score: Raw -236200.741418 + Penalty 2518.389685 = -233682.351733
  nChanged 42
		SP:Iteration 10Q (26539.440000 sec): 3 clusters
  Score: Raw -236235.324974 + Penalty 2518.389685 = -233716.935290
  nChanged 47
		SP:Iteration 11Q (26539.600000 sec): 3 clusters
  Score: Raw -236268.253056 + Penalty 2518.389685 = -233749.863372
  nChanged 28
		SP:Iteration 12Q (26539.770000 sec): 3 clusters
  Score: Raw -236290.175624 + Penalty 2518.389685 = -233771.785940
  nChanged 21
		SP:Iteration 13Q (26539.890000 sec): 3 clusters
  Score: Raw -236305.632350 + Penalty 2518.389685 = -233787.242666
  nChanged 15
		SP:Iteration 14Q (26540.090000 sec): 3 clusters
  Score: Raw -236315.405566 + Penalty 2518.389685 = -233797.015881
  nChanged 12
		SP:Iteration 15Q (26540.320000 sec): 3 clusters
  Score: Raw -236323.496792 + Penalty 2518.389685 = -233805.107107
  nChanged 15
		SP:Iteration 16Q (26540.570000 sec): 3 clusters
  Score: Raw -236331.719656 + Penalty 2518.389685 = -233813.329971
  nChanged 5
		SP:Iteration 17Q (26540.760000 sec): 3 clusters
  Score: Raw -236334.625697 + Penalty 2518.389685 = -233816.236012
  nChanged 3
		SP:Iteration 18Q (26540.960000 sec): 3 clusters
  Score: Raw -236337.092183 + Penalty 2518.389685 = -233818.702499
  nChanged 4
		SP:Iteration 19Q (26541.080000 sec): 3 clusters
  Score: Raw -236339.766963 + Penalty 2518.389685 = -233821.377278
  nChanged 4
		SP:Iteration 20F (26541.260000 sec): 3 clusters
  Score: Raw -236341.964412 + Penalty 2518.389685 = -233823.574728
  nChanged 2
		SP:Iteration 21Q (26541.470000 sec): 3 clusters
  Score: Raw -236343.104268 + Penalty 2518.389685 = -233824.714584
  nChanged 1
		SP:Iteration 22Q (26541.650000 sec): 3 clusters
  Score: Raw -236343.742667 + Penalty 2518.389685 = -233825.352983
  nChanged 1
		SP:Iteration 23Q (26541.820000 sec): 3 clusters
  Score: Raw -236344.327769 + Penalty 2518.389685 = -233825.938084
  nChanged 3
		SP:Iteration 24Q (26542.080000 sec): 3 clusters
  Score: Raw -236346.254670 + Penalty 2518.389685 = -233827.864986
  nChanged 3
		SP:Iteration 25Q (26542.220000 sec): 3 clusters
  Score: Raw -236348.196627 + Penalty 2518.389685 = -233829.806942
  nChanged 1
		SP:Iteration 26Q (26542.480000 sec): 3 clusters
  Score: Raw -236348.368360 + Penalty 2518.389685 = -233829.978676
  nChanged 0
		SP:Iteration 27F (26542.660000 sec): 3 clusters
  Score: Raw -236348.368360 + Penalty 2518.389685 = -233829.978676
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26542.760000 sec): 2 clusters
  Score: Raw -210764.420314 + Penalty 1241.676190 = -209522.744123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26542.960000 sec): 3 clusters
  Score: Raw -209890.470578 + Penalty 2483.352381 = -207407.118197
  nChanged 739
		SP:Iteration 1F (26543.120000 sec): 3 clusters
  Score: Raw -210419.794849 + Penalty 2483.352381 = -207936.442468
  nChanged 192
		SP:Iteration 2F (26543.330000 sec): 3 clusters
  Score: Raw -210600.444757 + Penalty 2483.352381 = -208117.092376
  nChanged 127
		SP:Iteration 3F (26543.580000 sec): 3 clusters
  Score: Raw -210722.928583 + Penalty 2483.352381 = -208239.576202
  nChanged 110
		SP:Iteration 4F (26543.750000 sec): 3 clusters
  Score: Raw -210818.373009 + Penalty 2483.352381 = -208335.020628
  nChanged 82
		SP:Iteration 5Q (26543.950000 sec): 3 clusters
  Score: Raw -210901.907819 + Penalty 2483.352381 = -208418.555438
  nChanged 83
		SP:Iteration 6Q (26544.120000 sec): 3 clusters
  Score: Raw -210965.235278 + Penalty 2483.352381 = -208481.882897
  nChanged 51
		SP:Iteration 7Q (26544.310000 sec): 3 clusters
  Score: Raw -211005.330168 + Penalty 2483.352381 = -208521.977787
  nChanged 37
		SP:Iteration 8Q (26544.450000 sec): 3 clusters
  Score: Raw -211032.834754 + Penalty 2483.352381 = -208549.482373
  nChanged 35
		SP:Iteration 9Q (26544.640000 sec): 3 clusters
  Score: Raw -211060.985267 + Penalty 2483.352381 = -208577.632886
  nChanged 27
		SP:Iteration 10Q (26544.840000 sec): 3 clusters
  Score: Raw -211079.419302 + Penalty 2483.352381 = -208596.066921
  nChanged 21
		SP:Iteration 11Q (26545.040000 sec): 3 clusters
  Score: Raw -211096.488715 + Penalty 2483.352381 = -208613.136334
  nChanged 19
		SP:Iteration 12Q (26545.210000 sec): 3 clusters
  Score: Raw -211108.641021 + Penalty 2483.352381 = -208625.288640
  nChanged 18
		SP:Iteration 13Q (26545.420000 sec): 3 clusters
  Score: Raw -211119.856174 + Penalty 2483.352381 = -208636.503793
  nChanged 14
		SP:Iteration 14Q (26545.690000 sec): 3 clusters
  Score: Raw -211126.685030 + Penalty 2483.352381 = -208643.332649
  nChanged 9
		SP:Iteration 15Q (26545.870000 sec): 3 clusters
  Score: Raw -211130.237754 + Penalty 2483.352381 = -208646.885373
  nChanged 3
		SP:Iteration 16Q (26546.080000 sec): 3 clusters
  Score: Raw -211132.169263 + Penalty 2483.352381 = -208648.816882
  nChanged 3
		SP:Iteration 17Q (26546.290000 sec): 3 clusters
  Score: Raw -211133.623273 + Penalty 2483.352381 = -208650.270892
  nChanged 3
		SP:Iteration 18Q (26546.490000 sec): 3 clusters
  Score: Raw -211134.139860 + Penalty 2483.352381 = -208650.787479
  nChanged 0
		SP:Iteration 19F (26546.670000 sec): 3 clusters
  Score: Raw -211134.139860 + Penalty 2483.352381 = -208650.787479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26546.750000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26547.000000 sec): 3 clusters
  Score: Raw -47077.710518 + Penalty 1977.462309 = -45100.248209
  nChanged 106
		SP:Iteration 1F (26547.160000 sec): 3 clusters
  Score: Raw -47230.395232 + Penalty 1977.462309 = -45252.932923
  nChanged 22
		SP:Iteration 2F (26547.380000 sec): 3 clusters
  Score: Raw -47262.777825 + Penalty 1977.462309 = -45285.315516
  nChanged 12
		SP:Iteration 3Q (26547.610000 sec): 3 clusters
  Score: Raw -47279.955699 + Penalty 1977.462309 = -45302.493389
  nChanged 6
		SP:Iteration 4Q (26547.790000 sec): 3 clusters
  Score: Raw -47287.267120 + Penalty 1977.462309 = -45309.804811
  nChanged 1
		SP:Iteration 5Q (26547.950000 sec): 3 clusters
  Score: Raw -47288.176660 + Penalty 1977.462309 = -45310.714350
  nChanged 0
		SP:Iteration 6F (26548.100000 sec): 3 clusters
  Score: Raw -47288.176660 + Penalty 1977.462309 = -45310.714350
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26548.230000 sec): 2 clusters
  Score: Raw -51191.290198 + Penalty 1040.849624 = -50150.440574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26548.410000 sec): 3 clusters
  Score: Raw -51083.662251 + Penalty 2081.699249 = -49001.963002
  nChanged 150
		SP:Iteration 1F (26548.600000 sec): 3 clusters
  Score: Raw -51324.047103 + Penalty 2081.699249 = -49242.347855
  nChanged 57
		SP:Iteration 2F (26548.810000 sec): 3 clusters
  Score: Raw -51477.962665 + Penalty 2081.699249 = -49396.263416
  nChanged 28
		SP:Iteration 3Q (26548.970000 sec): 3 clusters
  Score: Raw -51517.988235 + Penalty 2081.699249 = -49436.288987
  nChanged 12
		SP:Iteration 4Q (26549.150000 sec): 3 clusters
  Score: Raw -51528.999062 + Penalty 2081.699249 = -49447.299813
  nChanged 8
		SP:Iteration 5Q (26549.370000 sec): 3 clusters
  Score: Raw -51552.934151 + Penalty 2081.699249 = -49471.234903
  nChanged 6
		SP:Iteration 6Q (26549.590000 sec): 3 clusters
  Score: Raw -51561.016767 + Penalty 2081.699249 = -49479.317518
  nChanged 3
		SP:Iteration 7Q (26549.750000 sec): 3 clusters
  Score: Raw -51563.204234 + Penalty 2081.699249 = -49481.504985
  nChanged 2
		SP:Iteration 8Q (26549.990000 sec): 3 clusters
  Score: Raw -51565.088649 + Penalty 2081.699249 = -49483.389400
  nChanged 5
		SP:Iteration 9Q (26550.130000 sec): 3 clusters
  Score: Raw -51573.875488 + Penalty 2081.699249 = -49492.176240
  nChanged 4
		SP:Iteration 10Q (26550.350000 sec): 3 clusters
  Score: Raw -51579.268123 + Penalty 2081.699249 = -49497.568874
  nChanged 3
		SP:Iteration 11Q (26550.590000 sec): 3 clusters
  Score: Raw -51586.367062 + Penalty 2081.699249 = -49504.667813
  nChanged 5
		SP:Iteration 12Q (26550.770000 sec): 3 clusters
  Score: Raw -51595.893599 + Penalty 2081.699249 = -49514.194350
  nChanged 6
		SP:Iteration 13Q (26550.940000 sec): 3 clusters
  Score: Raw -51604.905722 + Penalty 2081.699249 = -49523.206473
  nChanged 5
		SP:Iteration 14Q (26551.150000 sec): 3 clusters
  Score: Raw -51614.924796 + Penalty 2081.699249 = -49533.225547
  nChanged 3
		SP:Iteration 15Q (26551.350000 sec): 3 clusters
  Score: Raw -51617.985237 + Penalty 2081.699249 = -49536.285988
  nChanged 2
		SP:Iteration 16Q (26551.600000 sec): 3 clusters
  Score: Raw -51620.076287 + Penalty 2081.699249 = -49538.377038
  nChanged 1
		SP:Iteration 17Q (26551.760000 sec): 3 clusters
  Score: Raw -51621.185801 + Penalty 2081.699249 = -49539.486552
  nChanged 2
		SP:Iteration 18Q (26551.940000 sec): 3 clusters
  Score: Raw -51623.666354 + Penalty 2081.699249 = -49541.967105
  nChanged 2
		SP:Iteration 19Q (26552.110000 sec): 3 clusters
  Score: Raw -51626.377781 + Penalty 2081.699249 = -49544.678532
  nChanged 2
		SP:Iteration 20F (26552.310000 sec): 3 clusters
  Score: Raw -51631.688263 + Penalty 2081.699249 = -49549.989014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26552.410000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26552.600000 sec): 3 clusters
  Score: Raw -50501.266916 + Penalty 2018.445025 = -48482.821891
  nChanged 122
		SP:Iteration 1F (26552.770000 sec): 3 clusters
  Score: Raw -50681.948313 + Penalty 2018.445025 = -48663.503288
  nChanged 28
		SP:Iteration 2F (26552.970000 sec): 3 clusters
  Score: Raw -50730.334009 + Penalty 2018.445025 = -48711.888984
  nChanged 14
		SP:Iteration 3Q (26553.130000 sec): 3 clusters
  Score: Raw -50754.438010 + Penalty 2018.445025 = -48735.992985
  nChanged 8
		SP:Iteration 4Q (26553.360000 sec): 3 clusters
  Score: Raw -50774.508838 + Penalty 2018.445025 = -48756.063813
  nChanged 3
		SP:Iteration 5Q (26553.570000 sec): 3 clusters
  Score: Raw -50776.627576 + Penalty 2018.445025 = -48758.182551
  nChanged 3
		SP:Iteration 6Q (26553.730000 sec): 3 clusters
  Score: Raw -50780.727584 + Penalty 2018.445025 = -48762.282559
  nChanged 5
		SP:Iteration 7Q (26553.980000 sec): 3 clusters
  Score: Raw -50787.122848 + Penalty 2018.445025 = -48768.677823
  nChanged 3
		SP:Iteration 8Q (26554.140000 sec): 3 clusters
  Score: Raw -50790.774110 + Penalty 2018.445025 = -48772.329085
  nChanged 2
		SP:Iteration 9Q (26554.350000 sec): 3 clusters
  Score: Raw -50792.204556 + Penalty 2018.445025 = -48773.759531
  nChanged 1
		SP:Iteration 10Q (26554.530000 sec): 3 clusters
  Score: Raw -50792.992420 + Penalty 2018.445025 = -48774.547395
  nChanged 1
		SP:Iteration 11Q (26554.690000 sec): 3 clusters
  Score: Raw -50793.582303 + Penalty 2018.445025 = -48775.137278
  nChanged 1
		SP:Iteration 12Q (26554.850000 sec): 3 clusters
  Score: Raw -50793.931065 + Penalty 2018.445025 = -48775.486040
  nChanged 0
		SP:Iteration 13F (26555.040000 sec): 3 clusters
  Score: Raw -50793.931065 + Penalty 2018.445025 = -48775.486040
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26555.180000 sec): 2 clusters
  Score: Raw -396538.026280 + Penalty 1354.585553 = -395183.440727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26555.370000 sec): 3 clusters
  Score: Raw -394458.662777 + Penalty 2709.171106 = -391749.491672
  nChanged 1671
		SP:Iteration 1F (26555.550000 sec): 3 clusters
  Score: Raw -395499.998856 + Penalty 2709.171106 = -392790.827750
  nChanged 343
		SP:Iteration 2F (26555.810000 sec): 3 clusters
  Score: Raw -395736.997658 + Penalty 2709.171106 = -393027.826552
  nChanged 286
		SP:Iteration 3F (26555.990000 sec): 3 clusters
  Score: Raw -395958.328437 + Penalty 2709.171106 = -393249.157331
  nChanged 230
		SP:Iteration 4F (26556.150000 sec): 3 clusters
  Score: Raw -396116.507739 + Penalty 2709.171106 = -393407.336634
  nChanged 182
		SP:Iteration 5Q (26556.350000 sec): 3 clusters
  Score: Raw -396225.734681 + Penalty 2709.171106 = -393516.563576
  nChanged 160
		SP:Iteration 6Q (26556.560000 sec): 3 clusters
  Score: Raw -396313.306076 + Penalty 2709.171106 = -393604.134971
  nChanged 122
		SP:Iteration 7Q (26556.750000 sec): 3 clusters
  Score: Raw -396367.854427 + Penalty 2709.171106 = -393658.683321
  nChanged 91
		SP:Iteration 8Q (26556.910000 sec): 3 clusters
  Score: Raw -396405.980341 + Penalty 2709.171106 = -393696.809236
  nChanged 85
		SP:Iteration 9Q (26557.110000 sec): 3 clusters
  Score: Raw -396438.918342 + Penalty 2709.171106 = -393729.747236
  nChanged 58
		SP:Iteration 10Q (26557.250000 sec): 3 clusters
  Score: Raw -396459.870733 + Penalty 2709.171106 = -393750.699628
  nChanged 64
		SP:Iteration 11Q (26557.430000 sec): 3 clusters
  Score: Raw -396482.274184 + Penalty 2709.171106 = -393773.103078
  nChanged 58
		SP:Iteration 12Q (26557.600000 sec): 3 clusters
  Score: Raw -396504.908941 + Penalty 2709.171106 = -393795.737836
  nChanged 59
		SP:Iteration 13Q (26557.810000 sec): 3 clusters
  Score: Raw -396526.831159 + Penalty 2709.171106 = -393817.660053
  nChanged 52
		SP:Iteration 14Q (26557.980000 sec): 3 clusters
  Score: Raw -396553.956900 + Penalty 2709.171106 = -393844.785794
  nChanged 62
		SP:Iteration 15Q (26558.160000 sec): 3 clusters
  Score: Raw -396592.073641 + Penalty 2709.171106 = -393882.902536
  nChanged 77
		SP:Iteration 16Q (26558.350000 sec): 3 clusters
  Score: Raw -396637.932821 + Penalty 2709.171106 = -393928.761715
  nChanged 75
		SP:Iteration 17Q (26558.540000 sec): 3 clusters
  Score: Raw -396679.093740 + Penalty 2709.171106 = -393969.922634
  nChanged 73
		SP:Iteration 18Q (26558.740000 sec): 3 clusters
  Score: Raw -396715.911673 + Penalty 2709.171106 = -394006.740568
  nChanged 61
		SP:Iteration 19Q (26558.960000 sec): 3 clusters
  Score: Raw -396745.149302 + Penalty 2709.171106 = -394035.978197
  nChanged 55
		SP:Iteration 20F (26559.160000 sec): 3 clusters
  Score: Raw -396769.264324 + Penalty 2709.171106 = -394060.093218
  nChanged 44
		SP:Iteration 21Q (26559.360000 sec): 3 clusters
  Score: Raw -396789.096222 + Penalty 2709.171106 = -394079.925116
  nChanged 45
		SP:Iteration 22Q (26559.560000 sec): 3 clusters
  Score: Raw -396811.673801 + Penalty 2709.171106 = -394102.502696
  nChanged 53
		SP:Iteration 23Q (26559.760000 sec): 3 clusters
  Score: Raw -396840.905411 + Penalty 2709.171106 = -394131.734306
  nChanged 57
		SP:Iteration 24Q (26560.000000 sec): 3 clusters
  Score: Raw -396876.565187 + Penalty 2709.171106 = -394167.394082
  nChanged 50
		SP:Iteration 25Q (26560.190000 sec): 3 clusters
  Score: Raw -396913.531817 + Penalty 2709.171106 = -394204.360712
  nChanged 61
		SP:Iteration 26Q (26560.410000 sec): 3 clusters
  Score: Raw -396952.624676 + Penalty 2709.171106 = -394243.453570
  nChanged 51
		SP:Iteration 27Q (26560.630000 sec): 3 clusters
  Score: Raw -396985.995415 + Penalty 2709.171106 = -394276.824309
  nChanged 52
		SP:Iteration 28Q (26560.870000 sec): 3 clusters
  Score: Raw -397014.215770 + Penalty 2709.171106 = -394305.044664
  nChanged 54
		SP:Iteration 29Q (26561.040000 sec): 3 clusters
  Score: Raw -397048.620592 + Penalty 2709.171106 = -394339.449487
  nChanged 53
		SP:Iteration 30Q (26561.260000 sec): 3 clusters
  Score: Raw -397079.021621 + Penalty 2709.171106 = -394369.850515
  nChanged 60
		SP:Iteration 31Q (26561.470000 sec): 3 clusters
  Score: Raw -397110.063804 + Penalty 2709.171106 = -394400.892699
  nChanged 52
		SP:Iteration 32Q (26561.680000 sec): 3 clusters
  Score: Raw -397136.267817 + Penalty 2709.171106 = -394427.096711
  nChanged 66
		SP:Iteration 33Q (26561.860000 sec): 3 clusters
  Score: Raw -397174.184181 + Penalty 2709.171106 = -394465.013076
  nChanged 60
		SP:Iteration 34Q (26562.040000 sec): 3 clusters
  Score: Raw -397212.272553 + Penalty 2709.171106 = -394503.101447
  nChanged 58
		SP:Iteration 35Q (26562.230000 sec): 3 clusters
  Score: Raw -397257.300397 + Penalty 2709.171106 = -394548.129291
  nChanged 71
		SP:Iteration 36Q (26562.390000 sec): 3 clusters
  Score: Raw -397307.894913 + Penalty 2709.171106 = -394598.723807
  nChanged 79
		SP:Iteration 37Q (26562.590000 sec): 3 clusters
  Score: Raw -397359.780617 + Penalty 2709.171106 = -394650.609512
  nChanged 58
		SP:Iteration 38Q (26562.810000 sec): 3 clusters
  Score: Raw -397395.247753 + Penalty 2709.171106 = -394686.076648
  nChanged 53
		SP:Iteration 39Q (26563.020000 sec): 3 clusters
  Score: Raw -397426.178935 + Penalty 2709.171106 = -394717.007829
  nChanged 62
		SP:Iteration 40F (26563.290000 sec): 3 clusters
  Score: Raw -397475.745506 + Penalty 2709.171106 = -394766.574401
  nChanged 77
		SP:Iteration 41Q (26563.470000 sec): 3 clusters
  Score: Raw -397529.672543 + Penalty 2709.171106 = -394820.501437
  nChanged 71
		SP:Iteration 42Q (26563.690000 sec): 3 clusters
  Score: Raw -397570.734458 + Penalty 2709.171106 = -394861.563353
  nChanged 38
		SP:Iteration 43Q (26563.900000 sec): 3 clusters
  Score: Raw -397592.295693 + Penalty 2709.171106 = -394883.124588
  nChanged 33
		SP:Iteration 44Q (26564.060000 sec): 3 clusters
  Score: Raw -397608.743831 + Penalty 2709.171106 = -394899.572726
  nChanged 29
		SP:Iteration 45Q (26564.320000 sec): 3 clusters
  Score: Raw -397621.496319 + Penalty 2709.171106 = -394912.325214
  nChanged 19
		SP:Iteration 46Q (26564.530000 sec): 3 clusters
  Score: Raw -397627.747963 + Penalty 2709.171106 = -394918.576858
  nChanged 11
		SP:Iteration 47Q (26564.750000 sec): 3 clusters
  Score: Raw -397632.047339 + Penalty 2709.171106 = -394922.876233
  nChanged 10
		SP:Iteration 48Q (26564.960000 sec): 3 clusters
  Score: Raw -397637.577273 + Penalty 2709.171106 = -394928.406167
  nChanged 13
		SP:Iteration 49Q (26565.120000 sec): 3 clusters
  Score: Raw -397642.084462 + Penalty 2709.171106 = -394932.913356
  nChanged 12
		SP:Iteration 50Q (26565.320000 sec): 3 clusters
  Score: Raw -397645.914279 + Penalty 2709.171106 = -394936.743174
  nChanged 11
		SP:Iteration 51Q (26565.550000 sec): 3 clusters
  Score: Raw -397649.363201 + Penalty 2709.171106 = -394940.192096
  nChanged 9
		SP:Iteration 52Q (26565.730000 sec): 3 clusters
  Score: Raw -397652.046254 + Penalty 2709.171106 = -394942.875148
  nChanged 14
		SP:Iteration 53Q (26565.920000 sec): 3 clusters
  Score: Raw -397655.366526 + Penalty 2709.171106 = -394946.195420
  nChanged 10
		SP:Iteration 54Q (26566.140000 sec): 3 clusters
  Score: Raw -397660.673623 + Penalty 2709.171106 = -394951.502518
  nChanged 11
		SP:Iteration 55Q (26566.290000 sec): 3 clusters
  Score: Raw -397663.941437 + Penalty 2709.171106 = -394954.770331
  nChanged 7
		SP:Iteration 56Q (26566.480000 sec): 3 clusters
  Score: Raw -397665.813252 + Penalty 2709.171106 = -394956.642146
  nChanged 5
		SP:Iteration 57Q (26566.710000 sec): 3 clusters
  Score: Raw -397666.924758 + Penalty 2709.171106 = -394957.753653
  nChanged 3
		SP:Iteration 58Q (26566.880000 sec): 3 clusters
  Score: Raw -397667.537175 + Penalty 2709.171106 = -394958.366070
  nChanged 0
		SP:Iteration 59F (26567.090000 sec): 3 clusters
  Score: Raw -397667.537175 + Penalty 2709.171106 = -394958.366070
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26567.220000 sec): 2 clusters
  Score: Raw -23326.604676 + Penalty 902.355933 = -22424.248744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26567.440000 sec): 3 clusters
  Score: Raw -23476.727158 + Penalty 1804.711865 = -21672.015293
  nChanged 55
		SP:Iteration 1F (26567.630000 sec): 3 clusters
  Score: Raw -23626.481753 + Penalty 1804.711865 = -21821.769888
  nChanged 13
		SP:Iteration 2F (26567.850000 sec): 3 clusters
  Score: Raw -23667.889597 + Penalty 1804.711865 = -21863.177732
  nChanged 3
		SP:Iteration 3Q (26568.060000 sec): 3 clusters
  Score: Raw -23674.721107 + Penalty 1804.711865 = -21870.009242
  nChanged 1
		SP:Iteration 4Q (26568.230000 sec): 3 clusters
  Score: Raw -23680.012248 + Penalty 1804.711865 = -21875.300382
  nChanged 0
		SP:Iteration 5F (26568.440000 sec): 3 clusters
  Score: Raw -23680.012248 + Penalty 1804.711865 = -21875.300382
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26568.530000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26568.740000 sec): 3 clusters
  Score: Raw -134365.362900 + Penalty 2312.828097 = -132052.534803
  nChanged 413
		SP:Iteration 1F (26568.990000 sec): 3 clusters
  Score: Raw -134672.531002 + Penalty 2312.828097 = -132359.702906
  nChanged 98
		SP:Iteration 2F (26569.240000 sec): 3 clusters
  Score: Raw -134757.448217 + Penalty 2312.828097 = -132444.620120
  nChanged 48
		SP:Iteration 3Q (26569.440000 sec): 3 clusters
  Score: Raw -134807.481383 + Penalty 2312.828097 = -132494.653286
  nChanged 40
		SP:Iteration 4Q (26569.650000 sec): 3 clusters
  Score: Raw -134836.886099 + Penalty 2312.828097 = -132524.058002
  nChanged 28
		SP:Iteration 5Q (26569.850000 sec): 3 clusters
  Score: Raw -134855.760495 + Penalty 2312.828097 = -132542.932398
  nChanged 18
		SP:Iteration 6Q (26570.010000 sec): 3 clusters
  Score: Raw -134869.418089 + Penalty 2312.828097 = -132556.589993
  nChanged 19
		SP:Iteration 7Q (26570.220000 sec): 3 clusters
  Score: Raw -134882.251691 + Penalty 2312.828097 = -132569.423594
  nChanged 18
		SP:Iteration 8Q (26570.460000 sec): 3 clusters
  Score: Raw -134897.736287 + Penalty 2312.828097 = -132584.908190
  nChanged 9
		SP:Iteration 9Q (26570.640000 sec): 3 clusters
  Score: Raw -134903.148637 + Penalty 2312.828097 = -132590.320540
  nChanged 4
		SP:Iteration 10Q (26570.870000 sec): 3 clusters
  Score: Raw -134905.597416 + Penalty 2312.828097 = -132592.769319
  nChanged 6
		SP:Iteration 11Q (26571.050000 sec): 3 clusters
  Score: Raw -134908.458393 + Penalty 2312.828097 = -132595.630296
  nChanged 4
		SP:Iteration 12Q (26571.200000 sec): 3 clusters
  Score: Raw -134911.349080 + Penalty 2312.828097 = -132598.520983
  nChanged 6
		SP:Iteration 13Q (26571.430000 sec): 3 clusters
  Score: Raw -134915.315462 + Penalty 2312.828097 = -132602.487366
  nChanged 4
		SP:Iteration 14Q (26571.600000 sec): 3 clusters
  Score: Raw -134920.660633 + Penalty 2312.828097 = -132607.832537
  nChanged 3
		SP:Iteration 15Q (26571.790000 sec): 3 clusters
  Score: Raw -134922.536808 + Penalty 2312.828097 = -132609.708711
  nChanged 2
		SP:Iteration 16Q (26571.940000 sec): 3 clusters
  Score: Raw -134924.758327 + Penalty 2312.828097 = -132611.930231
  nChanged 2
		SP:Iteration 17Q (26572.100000 sec): 3 clusters
  Score: Raw -134925.466620 + Penalty 2312.828097 = -132612.638523
  nChanged 0
		SP:Iteration 18F (26572.300000 sec): 3 clusters
  Score: Raw -134925.466620 + Penalty 2312.828097 = -132612.638523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26572.390000 sec): 2 clusters
  Score: Raw -309073.473998 + Penalty 1316.177571 = -307757.296427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26572.620000 sec): 3 clusters
  Score: Raw -307517.352267 + Penalty 2632.355142 = -304884.997125
  nChanged 1292
		SP:Iteration 1F (26572.820000 sec): 3 clusters
  Score: Raw -308318.160046 + Penalty 2632.355142 = -305685.804904
  nChanged 275
		SP:Iteration 2F (26572.990000 sec): 3 clusters
  Score: Raw -308518.056286 + Penalty 2632.355142 = -305885.701145
  nChanged 220
		SP:Iteration 3F (26573.160000 sec): 3 clusters
  Score: Raw -308674.582311 + Penalty 2632.355142 = -306042.227169
  nChanged 160
		SP:Iteration 4Q (26573.360000 sec): 3 clusters
  Score: Raw -308783.236048 + Penalty 2632.355142 = -306150.880906
  nChanged 142
		SP:Iteration 5Q (26573.540000 sec): 3 clusters
  Score: Raw -308873.610941 + Penalty 2632.355142 = -306241.255799
  nChanged 114
		SP:Iteration 6Q (26573.700000 sec): 3 clusters
  Score: Raw -308947.435284 + Penalty 2632.355142 = -306315.080143
  nChanged 83
		SP:Iteration 7Q (26573.840000 sec): 3 clusters
  Score: Raw -308992.230996 + Penalty 2632.355142 = -306359.875855
  nChanged 81
		SP:Iteration 8Q (26574.040000 sec): 3 clusters
  Score: Raw -309039.775595 + Penalty 2632.355142 = -306407.420453
  nChanged 80
		SP:Iteration 9Q (26574.180000 sec): 3 clusters
  Score: Raw -309079.880412 + Penalty 2632.355142 = -306447.525270
  nChanged 65
		SP:Iteration 10Q (26574.320000 sec): 3 clusters
  Score: Raw -309110.194784 + Penalty 2632.355142 = -306477.839642
  nChanged 49
		SP:Iteration 11Q (26574.470000 sec): 3 clusters
  Score: Raw -309132.466373 + Penalty 2632.355142 = -306500.111231
  nChanged 41
		SP:Iteration 12Q (26574.650000 sec): 3 clusters
  Score: Raw -309156.627050 + Penalty 2632.355142 = -306524.271908
  nChanged 39
		SP:Iteration 13Q (26574.800000 sec): 3 clusters
  Score: Raw -309175.552881 + Penalty 2632.355142 = -306543.197740
  nChanged 35
		SP:Iteration 14Q (26574.980000 sec): 3 clusters
  Score: Raw -309195.350279 + Penalty 2632.355142 = -306562.995137
  nChanged 35
		SP:Iteration 15Q (26575.140000 sec): 3 clusters
  Score: Raw -309212.668304 + Penalty 2632.355142 = -306580.313163
  nChanged 20
		SP:Iteration 16Q (26575.320000 sec): 3 clusters
  Score: Raw -309223.729059 + Penalty 2632.355142 = -306591.373917
  nChanged 22
		SP:Iteration 17Q (26575.450000 sec): 3 clusters
  Score: Raw -309233.054437 + Penalty 2632.355142 = -306600.699295
  nChanged 24
		SP:Iteration 18Q (26575.650000 sec): 3 clusters
  Score: Raw -309242.786972 + Penalty 2632.355142 = -306610.431831
  nChanged 23
		SP:Iteration 19Q (26575.890000 sec): 3 clusters
  Score: Raw -309252.102049 + Penalty 2632.355142 = -306619.746907
  nChanged 15
		SP:Iteration 20F (26576.070000 sec): 3 clusters
  Score: Raw -309257.770806 + Penalty 2632.355142 = -306625.415664
  nChanged 7
		SP:Iteration 21Q (26576.230000 sec): 3 clusters
  Score: Raw -309259.886416 + Penalty 2632.355142 = -306627.531275
  nChanged 3
		SP:Iteration 22Q (26576.440000 sec): 3 clusters
  Score: Raw -309260.646936 + Penalty 2632.355142 = -306628.291794
  nChanged 3
		SP:Iteration 23Q (26576.600000 sec): 3 clusters
  Score: Raw -309261.757163 + Penalty 2632.355142 = -306629.402021
  nChanged 3
		SP:Iteration 24Q (26576.770000 sec): 3 clusters
  Score: Raw -309262.980950 + Penalty 2632.355142 = -306630.625808
  nChanged 5
		SP:Iteration 25Q (26576.950000 sec): 3 clusters
  Score: Raw -309264.864329 + Penalty 2632.355142 = -306632.509187
  nChanged 5
		SP:Iteration 26Q (26577.100000 sec): 3 clusters
  Score: Raw -309265.874953 + Penalty 2632.355142 = -306633.519811
  nChanged 4
		SP:Iteration 27Q (26577.280000 sec): 3 clusters
  Score: Raw -309267.049253 + Penalty 2632.355142 = -306634.694111
  nChanged 4
		SP:Iteration 28Q (26577.450000 sec): 3 clusters
  Score: Raw -309268.136430 + Penalty 2632.355142 = -306635.781289
  nChanged 2
		SP:Iteration 29Q (26577.610000 sec): 3 clusters
  Score: Raw -309268.682219 + Penalty 2632.355142 = -306636.327078
  nChanged 2
		SP:Iteration 30Q (26577.760000 sec): 3 clusters
  Score: Raw -309268.908153 + Penalty 2632.355142 = -306636.553011
  nChanged 1
		SP:Iteration 31Q (26577.920000 sec): 3 clusters
  Score: Raw -309269.005672 + Penalty 2632.355142 = -306636.650530
  nChanged 0
		SP:Iteration 32F (26578.090000 sec): 3 clusters
  Score: Raw -309269.005672 + Penalty 2632.355142 = -306636.650530
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26578.210000 sec): 2 clusters
  Score: Raw -440261.153163 + Penalty 1357.711020 = -438903.442143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26578.390000 sec): 3 clusters
  Score: Raw -438099.641594 + Penalty 2715.422040 = -435384.219553
  nChanged 1681
		SP:Iteration 1F (26578.610000 sec): 3 clusters
  Score: Raw -439002.725006 + Penalty 2715.422040 = -436287.302966
  nChanged 327
		SP:Iteration 2F (26578.810000 sec): 3 clusters
  Score: Raw -439203.769933 + Penalty 2715.422040 = -436488.347893
  nChanged 270
		SP:Iteration 3F (26579.010000 sec): 3 clusters
  Score: Raw -439367.600932 + Penalty 2715.422040 = -436652.178891
  nChanged 229
		SP:Iteration 4F (26579.160000 sec): 3 clusters
  Score: Raw -439515.224076 + Penalty 2715.422040 = -436799.802036
  nChanged 218
		SP:Iteration 5F (26579.350000 sec): 3 clusters
  Score: Raw -439656.450790 + Penalty 2715.422040 = -436941.028749
  nChanged 202
		SP:Iteration 6Q (26579.580000 sec): 3 clusters
  Score: Raw -439783.473408 + Penalty 2715.422040 = -437068.051367
  nChanged 160
		SP:Iteration 7Q (26579.760000 sec): 3 clusters
  Score: Raw -439893.103932 + Penalty 2715.422040 = -437177.681892
  nChanged 197
		SP:Iteration 8Q (26580.020000 sec): 3 clusters
  Score: Raw -440029.139784 + Penalty 2715.422040 = -437313.717744
  nChanged 177
		SP:Iteration 9Q (26580.190000 sec): 3 clusters
  Score: Raw -440153.738916 + Penalty 2715.422040 = -437438.316876
  nChanged 178
		SP:Iteration 10Q (26580.410000 sec): 3 clusters
  Score: Raw -440268.627257 + Penalty 2715.422040 = -437553.205216
  nChanged 128
		SP:Iteration 11Q (26580.660000 sec): 3 clusters
  Score: Raw -440336.559170 + Penalty 2715.422040 = -437621.137130
  nChanged 96
		SP:Iteration 12Q (26580.830000 sec): 3 clusters
  Score: Raw -440384.213534 + Penalty 2715.422040 = -437668.791493
  nChanged 72
		SP:Iteration 13Q (26581.020000 sec): 3 clusters
  Score: Raw -440418.054320 + Penalty 2715.422040 = -437702.632280
  nChanged 58
		SP:Iteration 14Q (26581.230000 sec): 3 clusters
  Score: Raw -440447.816152 + Penalty 2715.422040 = -437732.394112
  nChanged 48
		SP:Iteration 15Q (26581.450000 sec): 3 clusters
  Score: Raw -440465.938000 + Penalty 2715.422040 = -437750.515960
  nChanged 43
		SP:Iteration 16Q (26581.610000 sec): 3 clusters
  Score: Raw -440479.645501 + Penalty 2715.422040 = -437764.223461
  nChanged 32
		SP:Iteration 17Q (26581.810000 sec): 3 clusters
  Score: Raw -440488.993362 + Penalty 2715.422040 = -437773.571322
  nChanged 21
		SP:Iteration 18Q (26582.050000 sec): 3 clusters
  Score: Raw -440494.925934 + Penalty 2715.422040 = -437779.503894
  nChanged 13
		SP:Iteration 19Q (26582.200000 sec): 3 clusters
  Score: Raw -440498.844843 + Penalty 2715.422040 = -437783.422802
  nChanged 12
		SP:Iteration 20F (26582.380000 sec): 3 clusters
  Score: Raw -440502.115191 + Penalty 2715.422040 = -437786.693151
  nChanged 10
		SP:Iteration 21Q (26582.610000 sec): 3 clusters
  Score: Raw -440505.084582 + Penalty 2715.422040 = -437789.662542
  nChanged 7
		SP:Iteration 22Q (26582.800000 sec): 3 clusters
  Score: Raw -440506.311926 + Penalty 2715.422040 = -437790.889886
  nChanged 6
		SP:Iteration 23Q (26583.010000 sec): 3 clusters
  Score: Raw -440507.717255 + Penalty 2715.422040 = -437792.295214
  nChanged 4
		SP:Iteration 24Q (26583.210000 sec): 3 clusters
  Score: Raw -440508.761298 + Penalty 2715.422040 = -437793.339258
  nChanged 3
		SP:Iteration 25Q (26583.400000 sec): 3 clusters
  Score: Raw -440509.538435 + Penalty 2715.422040 = -437794.116395
  nChanged 2
		SP:Iteration 26Q (26583.620000 sec): 3 clusters
  Score: Raw -440510.160741 + Penalty 2715.422040 = -437794.738701
  nChanged 2
		SP:Iteration 27Q (26583.800000 sec): 3 clusters
  Score: Raw -440510.373043 + Penalty 2715.422040 = -437794.951003
  nChanged 0
		SP:Iteration 28F (26584.010000 sec): 3 clusters
  Score: Raw -440510.373043 + Penalty 2715.422040 = -437794.951003
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (17792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26584.180000 sec): 2 clusters
  Score: Raw -1975308.277758 + Penalty 1590.306932 = -1973717.970826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26584.500000 sec): 3 clusters
  Score: Raw -1964644.497165 + Penalty 3180.613864 = -1961463.883301
  nChanged 8000
		SP:Iteration 1F (26584.800000 sec): 3 clusters
  Score: Raw -1969123.536157 + Penalty 3180.613864 = -1965942.922293
  nChanged 983
		SP:Iteration 2F (26585.070000 sec): 3 clusters
  Score: Raw -1969595.047254 + Penalty 3180.613864 = -1966414.433390
  nChanged 1047
		SP:Iteration 3F (26585.310000 sec): 3 clusters
  Score: Raw -1970224.070026 + Penalty 3180.613864 = -1967043.456162
  nChanged 1181
		SP:Iteration 4F (26585.620000 sec): 3 clusters
  Score: Raw -1971103.511740 + Penalty 3180.613864 = -1967922.897876
  nChanged 1325
		SP:Iteration 5F (26585.910000 sec): 3 clusters
  Score: Raw -1972229.417491 + Penalty 3180.613864 = -1969048.803627
  nChanged 1261
		SP:Iteration 6F (26586.170000 sec): 3 clusters
  Score: Raw -1973398.307005 + Penalty 3180.613864 = -1970217.693141
  nChanged 1002
		SP:Iteration 7F (26586.460000 sec): 3 clusters
  Score: Raw -1974376.099303 + Penalty 3180.613864 = -1971195.485439
  nChanged 615
		SP:Iteration 8Q (26586.710000 sec): 3 clusters
  Score: Raw -1974980.507379 + Penalty 3180.613864 = -1971799.893515
  nChanged 280
		SP:Iteration 9Q (26587.000000 sec): 3 clusters
  Score: Raw -1975266.246185 + Penalty 3180.613864 = -1972085.632321
  nChanged 108
		SP:Iteration 10Q (26587.330000 sec): 3 clusters
  Score: Raw -1975382.399956 + Penalty 3180.613864 = -1972201.786092
  nChanged 40
		SP:Iteration 11Q (26587.560000 sec): 3 clusters
  Score: Raw -1975434.186751 + Penalty 3180.613864 = -1972253.572887
  nChanged 24
		SP:Iteration 12Q (26587.780000 sec): 3 clusters
  Score: Raw -1975467.423121 + Penalty 3180.613864 = -1972286.809257
  nChanged 14
		SP:Iteration 13Q (26588.030000 sec): 3 clusters
  Score: Raw -1975485.794066 + Penalty 3180.613864 = -1972305.180202
  nChanged 8
		SP:Iteration 14Q (26588.320000 sec): 3 clusters
  Score: Raw -1975497.953991 + Penalty 3180.613864 = -1972317.340127
  nChanged 6
		SP:Iteration 15Q (26588.580000 sec): 3 clusters
  Score: Raw -1975506.925203 + Penalty 3180.613864 = -1972326.311339
  nChanged 3
		SP:Iteration 16Q (26588.910000 sec): 3 clusters
  Score: Raw -1975512.944548 + Penalty 3180.613864 = -1972332.330684
  nChanged 4
		SP:Iteration 17Q (26589.100000 sec): 3 clusters
  Score: Raw -1975516.686925 + Penalty 3180.613864 = -1972336.073061
  nChanged 3
		SP:Iteration 18Q (26589.370000 sec): 3 clusters
  Score: Raw -1975519.081414 + Penalty 3180.613864 = -1972338.467550
  nChanged 0
		SP:Iteration 19F (26589.610000 sec): 3 clusters
  Score: Raw -1975519.081414 + Penalty 3180.613864 = -1972338.467550
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26589.740000 sec): 2 clusters
  Score: Raw -656668.541819 + Penalty 1414.723979 = -655253.817840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26589.960000 sec): 3 clusters
  Score: Raw -653500.257340 + Penalty 2829.447957 = -650670.809383
  nChanged 2454
		SP:Iteration 1F (26590.220000 sec): 3 clusters
  Score: Raw -654833.396072 + Penalty 2829.447957 = -652003.948115
  nChanged 455
		SP:Iteration 2F (26590.400000 sec): 3 clusters
  Score: Raw -655122.675337 + Penalty 2829.447957 = -652293.227379
  nChanged 369
		SP:Iteration 3F (26590.600000 sec): 3 clusters
  Score: Raw -655349.035355 + Penalty 2829.447957 = -652519.587398
  nChanged 334
		SP:Iteration 4F (26590.820000 sec): 3 clusters
  Score: Raw -655572.970045 + Penalty 2829.447957 = -652743.522088
  nChanged 277
		SP:Iteration 5Q (26591.000000 sec): 3 clusters
  Score: Raw -655737.621506 + Penalty 2829.447957 = -652908.173549
  nChanged 237
		SP:Iteration 6Q (26591.180000 sec): 3 clusters
  Score: Raw -655887.856046 + Penalty 2829.447957 = -653058.408089
  nChanged 255
		SP:Iteration 7Q (26591.400000 sec): 3 clusters
  Score: Raw -656056.205018 + Penalty 2829.447957 = -653226.757061
  nChanged 242
		SP:Iteration 8Q (26591.600000 sec): 3 clusters
  Score: Raw -656225.213537 + Penalty 2829.447957 = -653395.765580
  nChanged 229
		SP:Iteration 9Q (26591.800000 sec): 3 clusters
  Score: Raw -656393.301134 + Penalty 2829.447957 = -653563.853177
  nChanged 201
		SP:Iteration 10Q (26592.070000 sec): 3 clusters
  Score: Raw -656520.893227 + Penalty 2829.447957 = -653691.445270
  nChanged 147
		SP:Iteration 11Q (26592.310000 sec): 3 clusters
  Score: Raw -656614.081743 + Penalty 2829.447957 = -653784.633786
  nChanged 97
		SP:Iteration 12Q (26592.580000 sec): 3 clusters
  Score: Raw -656675.723776 + Penalty 2829.447957 = -653846.275818
  nChanged 77
		SP:Iteration 13Q (26592.800000 sec): 3 clusters
  Score: Raw -656728.259572 + Penalty 2829.447957 = -653898.811615
  nChanged 69
		SP:Iteration 14Q (26593.000000 sec): 3 clusters
  Score: Raw -656773.832175 + Penalty 2829.447957 = -653944.384218
  nChanged 64
		SP:Iteration 15Q (26593.200000 sec): 3 clusters
  Score: Raw -656814.268998 + Penalty 2829.447957 = -653984.821041
  nChanged 53
		SP:Iteration 16Q (26593.450000 sec): 3 clusters
  Score: Raw -656845.255500 + Penalty 2829.447957 = -654015.807543
  nChanged 27
		SP:Iteration 17Q (26593.670000 sec): 3 clusters
  Score: Raw -656867.260066 + Penalty 2829.447957 = -654037.812109
  nChanged 31
		SP:Iteration 18Q (26593.870000 sec): 3 clusters
  Score: Raw -656888.161353 + Penalty 2829.447957 = -654058.713396
  nChanged 19
		SP:Iteration 19Q (26594.110000 sec): 3 clusters
  Score: Raw -656900.637467 + Penalty 2829.447957 = -654071.189510
  nChanged 15
		SP:Iteration 20F (26594.280000 sec): 3 clusters
  Score: Raw -656909.944509 + Penalty 2829.447957 = -654080.496552
  nChanged 12
		SP:Iteration 21Q (26594.490000 sec): 3 clusters
  Score: Raw -656916.618564 + Penalty 2829.447957 = -654087.170607
  nChanged 5
		SP:Iteration 22Q (26594.710000 sec): 3 clusters
  Score: Raw -656920.830111 + Penalty 2829.447957 = -654091.382154
  nChanged 8
		SP:Iteration 23Q (26594.900000 sec): 3 clusters
  Score: Raw -656925.684380 + Penalty 2829.447957 = -654096.236423
  nChanged 2
		SP:Iteration 24Q (26595.140000 sec): 3 clusters
  Score: Raw -656926.955509 + Penalty 2829.447957 = -654097.507552
  nChanged 4
		SP:Iteration 25Q (26595.340000 sec): 3 clusters
  Score: Raw -656928.787117 + Penalty 2829.447957 = -654099.339160
  nChanged 6
		SP:Iteration 26Q (26595.600000 sec): 3 clusters
  Score: Raw -656932.728514 + Penalty 2829.447957 = -654103.280556
  nChanged 7
		SP:Iteration 27Q (26595.810000 sec): 3 clusters
  Score: Raw -656936.923678 + Penalty 2829.447957 = -654107.475721
  nChanged 6
		SP:Iteration 28Q (26596.000000 sec): 3 clusters
  Score: Raw -656940.107713 + Penalty 2829.447957 = -654110.659756
  nChanged 3
		SP:Iteration 29Q (26596.190000 sec): 3 clusters
  Score: Raw -656941.264886 + Penalty 2829.447957 = -654111.816929
  nChanged 4
		SP:Iteration 30Q (26596.380000 sec): 3 clusters
  Score: Raw -656943.426245 + Penalty 2829.447957 = -654113.978288
  nChanged 5
		SP:Iteration 31Q (26596.600000 sec): 3 clusters
  Score: Raw -656945.251732 + Penalty 2829.447957 = -654115.803775
  nChanged 4
		SP:Iteration 32Q (26596.790000 sec): 3 clusters
  Score: Raw -656947.159624 + Penalty 2829.447957 = -654117.711667
  nChanged 1
		SP:Iteration 33Q (26597.020000 sec): 3 clusters
  Score: Raw -656948.475276 + Penalty 2829.447957 = -654119.027319
  nChanged 4
		SP:Iteration 34Q (26597.250000 sec): 3 clusters
  Score: Raw -656949.818100 + Penalty 2829.447957 = -654120.370143
  nChanged 0
		SP:Iteration 35F (26597.490000 sec): 3 clusters
  Score: Raw -656949.818100 + Penalty 2829.447957 = -654120.370143
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26597.630000 sec): 2 clusters
  Score: Raw -53008.575562 + Penalty 1017.181988 = -51991.393574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26597.830000 sec): 3 clusters
  Score: Raw -52910.834968 + Penalty 2034.363976 = -50876.470992
  nChanged 113
		SP:Iteration 1F (26598.000000 sec): 3 clusters
  Score: Raw -53070.832529 + Penalty 2034.363976 = -51036.468553
  nChanged 35
		SP:Iteration 2F (26598.180000 sec): 3 clusters
  Score: Raw -53130.000171 + Penalty 2034.363976 = -51095.636195
  nChanged 22
		SP:Iteration 3Q (26598.360000 sec): 3 clusters
  Score: Raw -53166.535802 + Penalty 2034.363976 = -51132.171826
  nChanged 12
		SP:Iteration 4Q (26598.550000 sec): 3 clusters
  Score: Raw -53188.703052 + Penalty 2034.363976 = -51154.339076
  nChanged 9
		SP:Iteration 5Q (26598.780000 sec): 3 clusters
  Score: Raw -53204.284774 + Penalty 2034.363976 = -51169.920798
  nChanged 5
		SP:Iteration 6Q (26598.980000 sec): 3 clusters
  Score: Raw -53210.301265 + Penalty 2034.363976 = -51175.937289
  nChanged 3
		SP:Iteration 7Q (26599.120000 sec): 3 clusters
  Score: Raw -53216.702666 + Penalty 2034.363976 = -51182.338690
  nChanged 6
		SP:Iteration 8Q (26599.310000 sec): 3 clusters
  Score: Raw -53223.930306 + Penalty 2034.363976 = -51189.566330
  nChanged 6
		SP:Iteration 9Q (26599.500000 sec): 3 clusters
  Score: Raw -53233.809240 + Penalty 2034.363976 = -51199.445264
  nChanged 4
		SP:Iteration 10Q (26599.720000 sec): 3 clusters
  Score: Raw -53238.196391 + Penalty 2034.363976 = -51203.832415
  nChanged 4
		SP:Iteration 11Q (26599.880000 sec): 3 clusters
  Score: Raw -53244.207276 + Penalty 2034.363976 = -51209.843300
  nChanged 5
		SP:Iteration 12Q (26600.060000 sec): 3 clusters
  Score: Raw -53249.802870 + Penalty 2034.363976 = -51215.438894
  nChanged 5
		SP:Iteration 13Q (26600.250000 sec): 3 clusters
  Score: Raw -53256.710830 + Penalty 2034.363976 = -51222.346855
  nChanged 1
		SP:Iteration 14Q (26600.420000 sec): 3 clusters
  Score: Raw -53257.305750 + Penalty 2034.363976 = -51222.941775
  nChanged 0
		SP:Iteration 15F (26600.640000 sec): 3 clusters
  Score: Raw -53257.305750 + Penalty 2034.363976 = -51222.941775
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26600.730000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26600.980000 sec): 3 clusters
  Score: Raw -50569.884938 + Penalty 2009.848390 = -48560.036548
  nChanged 109
		SP:Iteration 1F (26601.180000 sec): 3 clusters
  Score: Raw -50725.766376 + Penalty 2009.848390 = -48715.917987
  nChanged 28
		SP:Iteration 2F (26601.410000 sec): 3 clusters
  Score: Raw -50764.662570 + Penalty 2009.848390 = -48754.814180
  nChanged 14
		SP:Iteration 3Q (26601.620000 sec): 3 clusters
  Score: Raw -50787.955802 + Penalty 2009.848390 = -48778.107412
  nChanged 9
		SP:Iteration 4Q (26601.950000 sec): 3 clusters
  Score: Raw -50800.200760 + Penalty 2009.848390 = -48790.352371
  nChanged 3
		SP:Iteration 5Q (26602.170000 sec): 3 clusters
  Score: Raw -50806.967232 + Penalty 2009.848390 = -48797.118842
  nChanged 3
		SP:Iteration 6Q (26602.380000 sec): 3 clusters
  Score: Raw -50817.630820 + Penalty 2009.848390 = -48807.782430
  nChanged 4
		SP:Iteration 7Q (26602.590000 sec): 3 clusters
  Score: Raw -50820.498756 + Penalty 2009.848390 = -48810.650366
  nChanged 0
		SP:Iteration 8F (26602.800000 sec): 3 clusters
  Score: Raw -50820.498756 + Penalty 2009.848390 = -48810.650366
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (26602.940000 sec): 2 clusters
  Score: Raw -840021.487793 + Penalty 1458.929864 = -838562.557929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (26603.200000 sec): 3 clusters
  Score: Raw -835653.482527 + Penalty 2917.859728 = -832735.622799
  nChanged 3381
		SP:Iteration 1F (26603.430000 sec): 3 clusters
  Score: Raw -837292.118728 + Penalty 2917.859728 = -834374.259000
  nChanged 512
		SP:Iteration 2F (26603.640000 sec): 3 clusters
  Score: Raw -837535.795845 + Penalty 2917.859728 = -834617.936116
  nChanged 439
		SP:Iteration 3F (26603.910000 sec): 3 clusters
  Score: Raw -837726.683885 + Penalty 2917.859728 = -834808.824156
  nChanged 364
		SP:Iteration 4Q (26604.130000 sec): 3 clusters
  Score: Raw -837861.887529 + Penalty 2917.859728 = -834944.027801
  nChanged 304
		SP:Iteration 5Q (26604.360000 sec): 3 clusters
  Score: Raw -837963.927443 + Penalty 2917.859728 = -835046.067714
  nChanged 267
		SP:Iteration 6Q (26604.580000 sec): 3 clusters
  Score: Raw -838080.129897 + Penalty 2917.859728 = -835162.270169
  nChanged 279
		SP:Iteration 7Q (26604.790000 sec): 3 clusters
  Score: Raw -838195.664949 + Penalty 2917.859728 = -835277.805221
  nChanged 265
		SP:Iteration 8Q (26605.020000 sec): 3 clusters
  Score: Raw -838306.923656 + Penalty 2917.859728 = -835389.063927
  nChanged 252
		SP:Iteration 9Q (26605.240000 sec): 3 clusters
  Score: Raw -838428.194734 + Penalty 2917.859728 = -835510.335006
  nChanged 252
		SP:Iteration 10Q (26605.520000 sec): 3 clusters
  Score: Raw -838558.840136 + Penalty 2917.859728 = -835640.980408
  nChanged 265
		SP:Iteration 11Q (26605.740000 sec): 3 clusters
  Score: Raw -838695.396262 + Penalty 2917.859728 = -835777.536534
  nChanged 282
		SP:Iteration 12Q (26605.960000 sec): 3 clusters
  Score: Raw -838873.021538 + Penalty 2917.859728 = -835955.161810
  nChanged 312
		SP:Iteration 13Q (26606.160000 sec): 3 clusters
  Score: Raw -839092.609156 + Penalty 2917.859728 = -836174.749428
  nChanged 285
		SP:Iteration 14Q (26606.400000 sec): 3 clusters
  Score: Raw -839274.165820 + Penalty 2917.859728 = -836356.306092
  nChanged 232
		SP:Iteration 15Q (26606.630000 sec): 3 clusters
  Score: Raw -839419.605892 + Penalty 2917.859728 = -836501.746164
  nChanged 192
		SP:Iteration 16Q (26606.850000 sec): 3 clusters
  Score: Raw -839566.618396 + Penalty 2917.859728 = -836648.758668
  nChanged 187
		SP:Iteration 17Q (26607.120000 sec): 3 clusters
  Score: Raw -839707.880268 + Penalty 2917.859728 = -836790.020539
  nChanged 150
		SP:Iteration 18Q (26607.380000 sec): 3 clusters
  Score: Raw -839793.054512 + Penalty 2917.859728 = -836875.194783
  nChanged 116
		SP:Iteration 19Q (26607.570000 sec): 3 clusters
  Score: Raw -839858.080064 + Penalty 2917.859728 = -836940.220336
  nChanged 88
		SP:Iteration 20F (26607.730000 sec): 3 clusters
  Score: Raw -839902.605180 + Penalty 2917.859728 = -836984.745452
  nChanged 72
		SP:Iteration 21Q (26607.970000 sec): 3 clusters
  Score: Raw -839935.782487 + Penalty 2917.859728 = -837017.922759
  nChanged 59
		SP:Iteration 22Q (26608.180000 sec): 3 clusters
  Score: Raw -839965.871118 + Penalty 2917.859728 = -837048.011390
  nChanged 67
		SP:Iteration 23Q (26608.350000 sec): 3 clusters
  Score: Raw -839999.778841 + Penalty 2917.859728 = -837081.919113
  nChanged 61
		SP:Iteration 24Q (26608.550000 sec): 3 clusters
  Score: Raw -840032.102666 + Penalty 2917.859728 = -837114.242938
  nChanged 54
		SP:Iteration 25Q (26608.800000 sec): 3 clusters
  Score: Raw -840059.258906 + Penalty 2917.859728 = -837141.399178
  nChanged 48
		SP:Iteration 26Q (26609.000000 sec): 3 clusters
  Score: Raw -840085.689212 + Penalty 2917.859728 = -837167.829484
  nChanged 35
		SP:Iteration 27Q (26609.230000 sec): 3 clusters
  Score: Raw -840104.625155 + Penalty 2917.859728 = -837186.765426
  nChanged 30
		SP:Iteration 28Q (26609.400000 sec): 3 clusters
  Score: Raw -840126.589198 + Penalty 2917.859728 = -837208.729469
  nChanged 32
		SP:Iteration 29Q (26609.610000 sec): 3 clusters
  Score: Raw -840148.182115 + Penalty 2917.859728 = -837230.322387
  nChanged 35
		SP:Iteration 30Q (26609.760000 sec): 3 clusters
  Score: Raw -840171.330861 + Penalty 2917.859728 = -837253.471133
  nChanged 27
		SP:Iteration 31Q (26609.980000 sec): 3 clusters
  Score: Raw -840189.329841 + Penalty 2917.859728 = -837271.470113
  nChanged 26
		SP:Iteration 32Q (26610.290000 sec): 3 clusters
  Score: Raw -840204.972068 + Penalty 2917.859728 = -837287.112340
  nChanged 26
		SP:Iteration 33Q (26610.470000 sec): 3 clusters
  Score: Raw -840219.114703 + Penalty 2917.859728 = -837301.254974
  nChanged 11
		SP:Iteration 34Q (26610.730000 sec): 3 clusters
  Score: Raw -840225.389661 + Penalty 2917.859728 = -837307.529933
  nChanged 12
		SP:Iteration 35Q (26610.940000 sec): 3 clusters
  Score: Raw -840232.911523 + Penalty 2917.859728 = -837315.051795
  nChanged 12
		SP:Iteration 36Q (26611.170000 sec): 3 clusters
  Score: Raw -840240.198225 + Penalty 2917.859728 = -837322.338497
  nChanged 17
		SP:Iteration 37Q (26611.430000 sec): 3 clusters
  Score: Raw -840254.364082 + Penalty 2917.859728 = -837336.504354
  nChanged 16
		SP:Iteration 38Q (26611.640000 sec): 3 clusters
  Score: Raw -840266.325740 + Penalty 2917.859728 = -837348.466012
  nChanged 12
		SP:Iteration 39Q (26611.890000 sec): 3 clusters
  Score: Raw -840273.198691 + Penalty 2917.859728 = -837355.338963
  nChanged 14
		SP:Iteration 40F (26612.100000 sec): 3 clusters
  Score: Raw -840285.102906 + Penalty 2917.859728 = -837367.243178
  nChanged 16
		SP:Iteration 41Q (26612.370000 sec): 3 clusters
  Score: Raw -840294.955432 + Penalty 2917.859728 = -837377.095704
  nChanged 13
		SP:Iteration 42Q (26612.550000 sec): 3 clusters
  Score: Raw -840302.652338 + Penalty 2917.859728 = -837384.792610
  nChanged 9
		SP:Iteration 43Q (26612.790000 sec): 3 clusters
  Score: Raw -840308.303043 + Penalty 2917.859728 = -837390.443315
  nChanged 7
		SP:Iteration 44Q (26613.000000 sec): 3 clusters
  Score: Raw -840314.721619 + Penalty 2917.859728 = -837396.861890
  nChanged 4
		SP:Iteration 45Q (26613.250000 sec): 3 clusters
  Score: Raw -840317.255483 + Penalty 2917.859728 = -837399.395755
  nChanged 3
		SP:Iteration 46Q (26613.480000 sec): 3 clusters
  Score: Raw -840318.084253 + Penalty 2917.859728 = -837400.224525
  nChanged 0
		SP:Iteration 47F (26613.720000 sec): 3 clusters
  Score: Raw -840318.084253 + Penalty 2917.859728 = -837400.224525
  nChanged 0
Iteration 259Q (26690.190000 sec): 74 clusters
  Score: Raw -138126171.296312 + Penalty 167577.328758 = -137958593.967554
  nChanged 184
Iteration 260F (26844.080000 sec): 74 clusters
  Score: Raw -138126208.163711 + Penalty 167577.328758 = -137958630.834952
  nChanged 170
Iteration 261Q (26942.550000 sec): 74 clusters
  Score: Raw -138126245.563342 + Penalty 167577.328758 = -137958668.234584
  nChanged 198
Iteration 262Q (27032.440000 sec): 74 clusters
  Score: Raw -138126298.001231 + Penalty 167577.328758 = -137958720.672472
  nChanged 228
Iteration 263Q (27138.710000 sec): 74 clusters
  Score: Raw -138126348.348607 + Penalty 167577.328758 = -137958771.019849
  nChanged 256
Iteration 264Q (27243.380000 sec): 74 clusters
  Score: Raw -138126400.263701 + Penalty 167577.328758 = -137958822.934943
  nChanged 274
Iteration 265Q (27347.900000 sec): 74 clusters
  Score: Raw -138126465.996618 + Penalty 167577.328758 = -137958888.667859
  nChanged 285
Iteration 266Q (27446.570000 sec): 74 clusters
  Score: Raw -138126537.791728 + Penalty 167577.328758 = -137958960.462969
  nChanged 310
Iteration 267Q (27548.780000 sec): 74 clusters
  Score: Raw -138126594.321812 + Penalty 167577.328758 = -137959016.993054
  nChanged 330
Iteration 268Q (27648.760000 sec): 74 clusters
  Score: Raw -138126630.165858 + Penalty 167577.328758 = -137959052.837100
  nChanged 316
Iteration 269Q (27755.800000 sec): 74 clusters
  Score: Raw -138126657.230486 + Penalty 167577.328758 = -137959079.901728
  nChanged 259
Iteration 270Q (27863.220000 sec): 74 clusters
  Score: Raw -138126672.696908 + Penalty 167577.328758 = -137959095.368150
  nChanged 239
Iteration 271Q (27964.820000 sec): 74 clusters
  Score: Raw -138126686.239468 + Penalty 167577.328758 = -137959108.910710
  nChanged 206
Iteration 272Q (28069.300000 sec): 74 clusters
  Score: Raw -138126698.374735 + Penalty 167577.328758 = -137959121.045977
  nChanged 180
Iteration 273Q (28170.060000 sec): 74 clusters
  Score: Raw -138126709.350289 + Penalty 167577.328758 = -137959132.021531
  nChanged 183
Iteration 274Q (28256.550000 sec): 74 clusters
  Score: Raw -138126723.270508 + Penalty 167577.328758 = -137959145.941749
  nChanged 180
Iteration 275Q (28347.790000 sec): 74 clusters
  Score: Raw -138126737.042895 + Penalty 167577.328758 = -137959159.714136
  nChanged 197
Iteration 276Q (28436.310000 sec): 74 clusters
  Score: Raw -138126750.723000 + Penalty 167577.328758 = -137959173.394241
  nChanged 206
Iteration 277Q (28524.740000 sec): 74 clusters
  Score: Raw -138126762.459820 + Penalty 167577.328758 = -137959185.131061
  nChanged 188
Iteration 278Q (28621.110000 sec): 74 clusters
  Score: Raw -138126772.983597 + Penalty 167577.328758 = -137959195.654838
  nChanged 205
Iteration 279Q (28714.140000 sec): 74 clusters
  Score: Raw -138126782.241387 + Penalty 167577.328758 = -137959204.912628
  nChanged 210
Iteration 280F (28876.120000 sec): 74 clusters
  Score: Raw -138126838.096190 + Penalty 167577.328758 = -137959260.767431
  nChanged 225
Iteration 281Q (28967.080000 sec): 74 clusters
  Score: Raw -138126915.429041 + Penalty 167577.328758 = -137959338.100283
  nChanged 263
Iteration 282Q (29055.710000 sec): 74 clusters
  Score: Raw -138126961.230118 + Penalty 167577.328758 = -137959383.901360
  nChanged 259
Iteration 283Q (29146.700000 sec): 74 clusters
  Score: Raw -138127001.132302 + Penalty 167577.328758 = -137959423.803544
  nChanged 287
Iteration 284Q (29236.210000 sec): 74 clusters
  Score: Raw -138127034.392039 + Penalty 167577.328758 = -137959457.063281
  nChanged 296
Iteration 285Q (29322.470000 sec): 74 clusters
  Score: Raw -138127060.467771 + Penalty 167577.328758 = -137959483.139013
  nChanged 293
Iteration 286Q (29412.050000 sec): 74 clusters
  Score: Raw -138127086.262868 + Penalty 167577.328758 = -137959508.934109
  nChanged 281
Iteration 287Q (29502.740000 sec): 74 clusters
  Score: Raw -138127107.437569 + Penalty 167577.328758 = -137959530.108811
  nChanged 297
Iteration 288Q (29587.280000 sec): 74 clusters
  Score: Raw -138127127.315338 + Penalty 167577.328758 = -137959549.986579
  nChanged 278
Iteration 289Q (29680.780000 sec): 74 clusters
  Score: Raw -138127149.540201 + Penalty 167577.328758 = -137959572.211443
  nChanged 295
Iteration 290Q (29775.220000 sec): 74 clusters
  Score: Raw -138127170.560711 + Penalty 167577.328758 = -137959593.231952
  nChanged 267
Iteration 291Q (29869.030000 sec): 74 clusters
  Score: Raw -138127189.253704 + Penalty 167577.328758 = -137959611.924946
  nChanged 276
Iteration 292Q (29958.880000 sec): 74 clusters
  Score: Raw -138127215.920172 + Penalty 167577.328758 = -137959638.591414
  nChanged 295
Iteration 293Q (30050.490000 sec): 74 clusters
  Score: Raw -138127234.621527 + Penalty 167577.328758 = -137959657.292769
  nChanged 274
Iteration 294Q (30139.280000 sec): 74 clusters
  Score: Raw -138127251.132837 + Penalty 167577.328758 = -137959673.804078
  nChanged 278
Iteration 295Q (30232.520000 sec): 74 clusters
  Score: Raw -138127267.241316 + Penalty 167577.328758 = -137959689.912558
  nChanged 279
Iteration 296Q (30329.090000 sec): 74 clusters
  Score: Raw -138127283.952034 + Penalty 167577.328758 = -137959706.623275
  nChanged 263
Iteration 297Q (30425.920000 sec): 74 clusters
  Score: Raw -138127300.611748 + Penalty 167577.328758 = -137959723.282990
  nChanged 261
Iteration 298Q (30519.730000 sec): 74 clusters
  Score: Raw -138127318.768402 + Penalty 167577.328758 = -137959741.439644
  nChanged 246
Writing temp clu file 
Because OldScore, -137959723.282990, is greater than current (better) Score,-137959741.439644 
 Compute initial score before splitting:   Score: Raw -138127318.768402 + Penalty 167577.328758 = -137959741.439644
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30520.170000 sec): 2 clusters
  Score: Raw -353421.499284 + Penalty 1335.509106 = -352085.990177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30520.400000 sec): 3 clusters
  Score: Raw -351570.365095 + Penalty 2671.018213 = -348899.346882
  nChanged 1500
		SP:Iteration 1F (30520.580000 sec): 3 clusters
  Score: Raw -352536.613368 + Penalty 2671.018213 = -349865.595156
  nChanged 378
		SP:Iteration 2F (30520.780000 sec): 3 clusters
  Score: Raw -352870.792914 + Penalty 2671.018213 = -350199.774702
  nChanged 301
		SP:Iteration 3F (30521.020000 sec): 3 clusters
  Score: Raw -353164.799390 + Penalty 2671.018213 = -350493.781178
  nChanged 261
		SP:Iteration 4F (30521.220000 sec): 3 clusters
  Score: Raw -353403.452881 + Penalty 2671.018213 = -350732.434668
  nChanged 191
		SP:Iteration 5F (30521.420000 sec): 3 clusters
  Score: Raw -353558.827399 + Penalty 2671.018213 = -350887.809187
  nChanged 159
		SP:Iteration 6Q (30521.590000 sec): 3 clusters
  Score: Raw -353708.904891 + Penalty 2671.018213 = -351037.886679
  nChanged 125
		SP:Iteration 7Q (30521.800000 sec): 3 clusters
  Score: Raw -353804.429347 + Penalty 2671.018213 = -351133.411134
  nChanged 100
		SP:Iteration 8Q (30521.990000 sec): 3 clusters
  Score: Raw -353866.890581 + Penalty 2671.018213 = -351195.872369
  nChanged 70
		SP:Iteration 9Q (30522.170000 sec): 3 clusters
  Score: Raw -353907.572011 + Penalty 2671.018213 = -351236.553798
  nChanged 70
		SP:Iteration 10Q (30522.360000 sec): 3 clusters
  Score: Raw -353950.007751 + Penalty 2671.018213 = -351278.989538
  nChanged 54
		SP:Iteration 11Q (30522.580000 sec): 3 clusters
  Score: Raw -353977.957365 + Penalty 2671.018213 = -351306.939152
  nChanged 40
		SP:Iteration 12Q (30522.760000 sec): 3 clusters
  Score: Raw -353998.825454 + Penalty 2671.018213 = -351327.807241
  nChanged 43
		SP:Iteration 13Q (30522.890000 sec): 3 clusters
  Score: Raw -354018.316677 + Penalty 2671.018213 = -351347.298465
  nChanged 40
		SP:Iteration 14Q (30523.110000 sec): 3 clusters
  Score: Raw -354036.114110 + Penalty 2671.018213 = -351365.095897
  nChanged 36
		SP:Iteration 15Q (30523.280000 sec): 3 clusters
  Score: Raw -354056.126005 + Penalty 2671.018213 = -351385.107793
  nChanged 36
		SP:Iteration 16Q (30523.470000 sec): 3 clusters
  Score: Raw -354076.142791 + Penalty 2671.018213 = -351405.124578
  nChanged 47
		SP:Iteration 17Q (30523.680000 sec): 3 clusters
  Score: Raw -354095.137616 + Penalty 2671.018213 = -351424.119403
  nChanged 33
		SP:Iteration 18Q (30523.880000 sec): 3 clusters
  Score: Raw -354108.882066 + Penalty 2671.018213 = -351437.863853
  nChanged 30
		SP:Iteration 19Q (30524.050000 sec): 3 clusters
  Score: Raw -354120.282789 + Penalty 2671.018213 = -351449.264577
  nChanged 25
		SP:Iteration 20F (30524.240000 sec): 3 clusters
  Score: Raw -354131.482623 + Penalty 2671.018213 = -351460.464410
  nChanged 26
		SP:Iteration 21Q (30524.420000 sec): 3 clusters
  Score: Raw -354141.545124 + Penalty 2671.018213 = -351470.526911
  nChanged 23
		SP:Iteration 22Q (30524.600000 sec): 3 clusters
  Score: Raw -354149.043756 + Penalty 2671.018213 = -351478.025544
  nChanged 21
		SP:Iteration 23Q (30524.760000 sec): 3 clusters
  Score: Raw -354155.837385 + Penalty 2671.018213 = -351484.819173
  nChanged 13
		SP:Iteration 24Q (30524.940000 sec): 3 clusters
  Score: Raw -354160.808907 + Penalty 2671.018213 = -351489.790695
  nChanged 13
		SP:Iteration 25Q (30525.100000 sec): 3 clusters
  Score: Raw -354164.048250 + Penalty 2671.018213 = -351493.030038
  nChanged 7
		SP:Iteration 26Q (30525.320000 sec): 3 clusters
  Score: Raw -354165.193209 + Penalty 2671.018213 = -351494.174997
  nChanged 7
		SP:Iteration 27Q (30525.480000 sec): 3 clusters
  Score: Raw -354166.680493 + Penalty 2671.018213 = -351495.662281
  nChanged 7
		SP:Iteration 28Q (30525.660000 sec): 3 clusters
  Score: Raw -354168.108324 + Penalty 2671.018213 = -351497.090112
  nChanged 5
		SP:Iteration 29Q (30525.850000 sec): 3 clusters
  Score: Raw -354169.278054 + Penalty 2671.018213 = -351498.259841
  nChanged 4
		SP:Iteration 30Q (30526.040000 sec): 3 clusters
  Score: Raw -354169.947598 + Penalty 2671.018213 = -351498.929386
  nChanged 6
		SP:Iteration 31Q (30526.170000 sec): 3 clusters
  Score: Raw -354172.722646 + Penalty 2671.018213 = -351501.704434
  nChanged 10
		SP:Iteration 32Q (30526.340000 sec): 3 clusters
  Score: Raw -354175.357687 + Penalty 2671.018213 = -351504.339475
  nChanged 9
		SP:Iteration 33Q (30526.510000 sec): 3 clusters
  Score: Raw -354177.688897 + Penalty 2671.018213 = -351506.670685
  nChanged 7
		SP:Iteration 34Q (30526.720000 sec): 3 clusters
  Score: Raw -354179.222872 + Penalty 2671.018213 = -351508.204659
  nChanged 4
		SP:Iteration 35Q (30526.870000 sec): 3 clusters
  Score: Raw -354180.702954 + Penalty 2671.018213 = -351509.684741
  nChanged 5
		SP:Iteration 36Q (30527.070000 sec): 3 clusters
  Score: Raw -354181.595484 + Penalty 2671.018213 = -351510.577271
  nChanged 3
		SP:Iteration 37Q (30527.240000 sec): 3 clusters
  Score: Raw -354182.117611 + Penalty 2671.018213 = -351511.099399
  nChanged 3
		SP:Iteration 38Q (30527.460000 sec): 3 clusters
  Score: Raw -354183.182466 + Penalty 2671.018213 = -351512.164253
  nChanged 3
		SP:Iteration 39Q (30527.620000 sec): 3 clusters
  Score: Raw -354183.638247 + Penalty 2671.018213 = -351512.620035
  nChanged 4
		SP:Iteration 40F (30527.810000 sec): 3 clusters
  Score: Raw -354184.741819 + Penalty 2671.018213 = -351513.723606
  nChanged 8
		SP:Iteration 41Q (30527.960000 sec): 3 clusters
  Score: Raw -354186.950556 + Penalty 2671.018213 = -351515.932344
  nChanged 8
		SP:Iteration 42Q (30528.160000 sec): 3 clusters
  Score: Raw -354189.625173 + Penalty 2671.018213 = -351518.606960
  nChanged 6
		SP:Iteration 43Q (30528.370000 sec): 3 clusters
  Score: Raw -354190.785650 + Penalty 2671.018213 = -351519.767437
  nChanged 5
		SP:Iteration 44Q (30528.550000 sec): 3 clusters
  Score: Raw -354192.468058 + Penalty 2671.018213 = -351521.449845
  nChanged 7
		SP:Iteration 45Q (30528.770000 sec): 3 clusters
  Score: Raw -354194.345019 + Penalty 2671.018213 = -351523.326807
  nChanged 6
		SP:Iteration 46Q (30528.930000 sec): 3 clusters
  Score: Raw -354195.984135 + Penalty 2671.018213 = -351524.965922
  nChanged 5
		SP:Iteration 47Q (30529.190000 sec): 3 clusters
  Score: Raw -354196.939459 + Penalty 2671.018213 = -351525.921247
  nChanged 5
		SP:Iteration 48Q (30529.360000 sec): 3 clusters
  Score: Raw -354199.043811 + Penalty 2671.018213 = -351528.025598
  nChanged 9
		SP:Iteration 49Q (30529.570000 sec): 3 clusters
  Score: Raw -354201.535398 + Penalty 2671.018213 = -351530.517186
  nChanged 8
		SP:Iteration 50Q (30529.740000 sec): 3 clusters
  Score: Raw -354203.151981 + Penalty 2671.018213 = -351532.133768
  nChanged 1
		SP:Iteration 51Q (30529.890000 sec): 3 clusters
  Score: Raw -354203.474940 + Penalty 2671.018213 = -351532.456727
  nChanged 1
		SP:Iteration 52Q (30530.110000 sec): 3 clusters
  Score: Raw -354203.835032 + Penalty 2671.018213 = -351532.816819
  nChanged 3
		SP:Iteration 53Q (30530.270000 sec): 3 clusters
  Score: Raw -354204.494938 + Penalty 2671.018213 = -351533.476725
  nChanged 5
		SP:Iteration 54Q (30530.490000 sec): 3 clusters
  Score: Raw -354205.653269 + Penalty 2671.018213 = -351534.635056
  nChanged 4
		SP:Iteration 55Q (30530.650000 sec): 3 clusters
  Score: Raw -354206.529237 + Penalty 2671.018213 = -351535.511024
  nChanged 0
		SP:Iteration 56F (30530.870000 sec): 3 clusters
  Score: Raw -354206.529237 + Penalty 2671.018213 = -351535.511024
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30531.300000 sec): 2 clusters
  Score: Raw -9123471.387614 + Penalty 1845.437851 = -9121625.949763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30531.880000 sec): 3 clusters
  Score: Raw -9067940.767559 + Penalty 3690.875703 = -9064249.891856
  nChanged 40886
		SP:Iteration 1F (30532.440000 sec): 3 clusters
  Score: Raw -9092305.312182 + Penalty 3690.875703 = -9088614.436479
  nChanged 3758
		SP:Iteration 2Q (30533.020000 sec): 3 clusters
  Score: Raw -9093657.715166 + Penalty 3690.875703 = -9089966.839463
  nChanged 4391
		SP:Iteration 3F (30533.540000 sec): 3 clusters
  Score: Raw -9095604.430909 + Penalty 3690.875703 = -9091913.555206
  nChanged 5064
		SP:Iteration 4F (30534.180000 sec): 3 clusters
  Score: Raw -9098271.127628 + Penalty 3690.875703 = -9094580.251925
  nChanged 5487
		SP:Iteration 5F (30534.750000 sec): 3 clusters
  Score: Raw -9101497.735132 + Penalty 3690.875703 = -9097806.859429
  nChanged 5449
		SP:Iteration 6F (30535.320000 sec): 3 clusters
  Score: Raw -9104849.908238 + Penalty 3690.875703 = -9101159.032535
  nChanged 4906
		SP:Iteration 7F (30535.850000 sec): 3 clusters
  Score: Raw -9108116.246640 + Penalty 3690.875703 = -9104425.370937
  nChanged 4464
		SP:Iteration 8F (30536.360000 sec): 3 clusters
  Score: Raw -9111457.723057 + Penalty 3690.875703 = -9107766.847354
  nChanged 4057
		SP:Iteration 9Q (30536.890000 sec): 3 clusters
  Score: Raw -9114651.868989 + Penalty 3690.875703 = -9110960.993286
  nChanged 3352
		SP:Iteration 10Q (30537.410000 sec): 3 clusters
  Score: Raw -9117423.651411 + Penalty 3690.875703 = -9113732.775708
  nChanged 2635
		SP:Iteration 11Q (30537.950000 sec): 3 clusters
  Score: Raw -9119617.247186 + Penalty 3690.875703 = -9115926.371483
  nChanged 1864
		SP:Iteration 12Q (30538.520000 sec): 3 clusters
  Score: Raw -9121155.463289 + Penalty 3690.875703 = -9117464.587586
  nChanged 1306
		SP:Iteration 13Q (30539.070000 sec): 3 clusters
  Score: Raw -9122190.590801 + Penalty 3690.875703 = -9118499.715098
  nChanged 807
		SP:Iteration 14Q (30539.620000 sec): 3 clusters
  Score: Raw -9122809.491510 + Penalty 3690.875703 = -9119118.615807
  nChanged 511
		SP:Iteration 15Q (30540.190000 sec): 3 clusters
  Score: Raw -9123206.571807 + Penalty 3690.875703 = -9119515.696104
  nChanged 302
		SP:Iteration 16Q (30540.700000 sec): 3 clusters
  Score: Raw -9123434.100759 + Penalty 3690.875703 = -9119743.225056
  nChanged 164
		SP:Iteration 17Q (30541.210000 sec): 3 clusters
  Score: Raw -9123558.047623 + Penalty 3690.875703 = -9119867.171920
  nChanged 97
		SP:Iteration 18Q (30541.710000 sec): 3 clusters
  Score: Raw -9123630.834823 + Penalty 3690.875703 = -9119939.959120
  nChanged 43
		SP:Iteration 19Q (30542.230000 sec): 3 clusters
  Score: Raw -9123661.765496 + Penalty 3690.875703 = -9119970.889793
  nChanged 23
		SP:Iteration 20F (30542.780000 sec): 3 clusters
  Score: Raw -9123678.727095 + Penalty 3690.875703 = -9119987.851392
  nChanged 14
		SP:Iteration 21Q (30543.230000 sec): 3 clusters
  Score: Raw -9123686.805899 + Penalty 3690.875703 = -9119995.930196
  nChanged 11
		SP:Iteration 22Q (30543.740000 sec): 3 clusters
  Score: Raw -9123692.518229 + Penalty 3690.875703 = -9120001.642526
  nChanged 7
		SP:Iteration 23Q (30544.230000 sec): 3 clusters
  Score: Raw -9123695.855626 + Penalty 3690.875703 = -9120004.979923
  nChanged 5
		SP:Iteration 24Q (30544.700000 sec): 3 clusters
  Score: Raw -9123699.609851 + Penalty 3690.875703 = -9120008.734148
  nChanged 12
		SP:Iteration 25Q (30545.220000 sec): 3 clusters
  Score: Raw -9123707.750404 + Penalty 3690.875703 = -9120016.874701
  nChanged 7
		SP:Iteration 26Q (30545.740000 sec): 3 clusters
  Score: Raw -9123711.784164 + Penalty 3690.875703 = -9120020.908461
  nChanged 13
		SP:Iteration 27Q (30546.310000 sec): 3 clusters
  Score: Raw -9123721.398876 + Penalty 3690.875703 = -9120030.523173
  nChanged 14
		SP:Iteration 28Q (30546.820000 sec): 3 clusters
  Score: Raw -9123732.521764 + Penalty 3690.875703 = -9120041.646061
  nChanged 14
		SP:Iteration 29Q (30547.410000 sec): 3 clusters
  Score: Raw -9123746.165109 + Penalty 3690.875703 = -9120055.289406
  nChanged 12
		SP:Iteration 30Q (30547.910000 sec): 3 clusters
  Score: Raw -9123755.452154 + Penalty 3690.875703 = -9120064.576451
  nChanged 6
		SP:Iteration 31Q (30548.490000 sec): 3 clusters
  Score: Raw -9123761.250960 + Penalty 3690.875703 = -9120070.375257
  nChanged 6
		SP:Iteration 32Q (30549.010000 sec): 3 clusters
  Score: Raw -9123765.463806 + Penalty 3690.875703 = -9120074.588103
  nChanged 4
		SP:Iteration 33Q (30549.530000 sec): 3 clusters
  Score: Raw -9123767.740139 + Penalty 3690.875703 = -9120076.864436
  nChanged 4
		SP:Iteration 34Q (30550.030000 sec): 3 clusters
  Score: Raw -9123771.293538 + Penalty 3690.875703 = -9120080.417835
  nChanged 3
		SP:Iteration 35Q (30550.500000 sec): 3 clusters
  Score: Raw -9123773.160377 + Penalty 3690.875703 = -9120082.284674
  nChanged 0
		SP:Iteration 36F (30551.030000 sec): 3 clusters
  Score: Raw -9123773.160377 + Penalty 3690.875703 = -9120082.284674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30551.250000 sec): 2 clusters
  Score: Raw -2645381.602111 + Penalty 1643.970635 = -2643737.631475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30551.550000 sec): 3 clusters
  Score: Raw -2630353.043371 + Penalty 3287.941271 = -2627065.102100
  nChanged 11316
		SP:Iteration 1F (30551.860000 sec): 3 clusters
  Score: Raw -2636538.102494 + Penalty 3287.941271 = -2633250.161223
  nChanged 1296
		SP:Iteration 2F (30552.150000 sec): 3 clusters
  Score: Raw -2637042.367911 + Penalty 3287.941271 = -2633754.426640
  nChanged 1262
		SP:Iteration 3F (30552.480000 sec): 3 clusters
  Score: Raw -2637583.454890 + Penalty 3287.941271 = -2634295.513620
  nChanged 1274
		SP:Iteration 4F (30552.760000 sec): 3 clusters
  Score: Raw -2638219.709568 + Penalty 3287.941271 = -2634931.768297
  nChanged 1322
		SP:Iteration 5F (30553.100000 sec): 3 clusters
  Score: Raw -2638998.558477 + Penalty 3287.941271 = -2635710.617206
  nChanged 1480
		SP:Iteration 6F (30553.430000 sec): 3 clusters
  Score: Raw -2639971.772431 + Penalty 3287.941271 = -2636683.831160
  nChanged 1546
		SP:Iteration 7F (30553.720000 sec): 3 clusters
  Score: Raw -2641158.406484 + Penalty 3287.941271 = -2637870.465213
  nChanged 1494
		SP:Iteration 8F (30553.970000 sec): 3 clusters
  Score: Raw -2642374.379140 + Penalty 3287.941271 = -2639086.437869
  nChanged 1332
		SP:Iteration 9F (30554.260000 sec): 3 clusters
  Score: Raw -2643514.052405 + Penalty 3287.941271 = -2640226.111135
  nChanged 971
		SP:Iteration 10Q (30554.570000 sec): 3 clusters
  Score: Raw -2644329.512262 + Penalty 3287.941271 = -2641041.570992
  nChanged 616
		SP:Iteration 11Q (30554.840000 sec): 3 clusters
  Score: Raw -2644829.096201 + Penalty 3287.941271 = -2641541.154931
  nChanged 367
		SP:Iteration 12Q (30555.130000 sec): 3 clusters
  Score: Raw -2645139.197575 + Penalty 3287.941271 = -2641851.256304
  nChanged 209
		SP:Iteration 13Q (30555.430000 sec): 3 clusters
  Score: Raw -2645311.498884 + Penalty 3287.941271 = -2642023.557614
  nChanged 125
		SP:Iteration 14Q (30555.770000 sec): 3 clusters
  Score: Raw -2645410.825985 + Penalty 3287.941271 = -2642122.884714
  nChanged 78
		SP:Iteration 15Q (30556.050000 sec): 3 clusters
  Score: Raw -2645474.920263 + Penalty 3287.941271 = -2642186.978993
  nChanged 50
		SP:Iteration 16Q (30556.340000 sec): 3 clusters
  Score: Raw -2645519.091382 + Penalty 3287.941271 = -2642231.150112
  nChanged 39
		SP:Iteration 17Q (30556.640000 sec): 3 clusters
  Score: Raw -2645546.933959 + Penalty 3287.941271 = -2642258.992688
  nChanged 24
		SP:Iteration 18Q (30556.910000 sec): 3 clusters
  Score: Raw -2645565.906180 + Penalty 3287.941271 = -2642277.964910
  nChanged 18
		SP:Iteration 19Q (30557.180000 sec): 3 clusters
  Score: Raw -2645576.072370 + Penalty 3287.941271 = -2642288.131099
  nChanged 15
		SP:Iteration 20F (30557.500000 sec): 3 clusters
  Score: Raw -2645584.635156 + Penalty 3287.941271 = -2642296.693886
  nChanged 5
		SP:Iteration 21Q (30557.780000 sec): 3 clusters
  Score: Raw -2645587.064788 + Penalty 3287.941271 = -2642299.123517
  nChanged 6
		SP:Iteration 22Q (30558.060000 sec): 3 clusters
  Score: Raw -2645593.512325 + Penalty 3287.941271 = -2642305.571054
  nChanged 6
		SP:Iteration 23Q (30558.360000 sec): 3 clusters
  Score: Raw -2645598.883725 + Penalty 3287.941271 = -2642310.942454
  nChanged 9
		SP:Iteration 24Q (30558.640000 sec): 3 clusters
  Score: Raw -2645603.507336 + Penalty 3287.941271 = -2642315.566065
  nChanged 6
		SP:Iteration 25Q (30558.960000 sec): 3 clusters
  Score: Raw -2645608.535419 + Penalty 3287.941271 = -2642320.594149
  nChanged 8
		SP:Iteration 26Q (30559.230000 sec): 3 clusters
  Score: Raw -2645613.425310 + Penalty 3287.941271 = -2642325.484039
  nChanged 3
		SP:Iteration 27Q (30559.510000 sec): 3 clusters
  Score: Raw -2645614.703376 + Penalty 3287.941271 = -2642326.762105
  nChanged 4
		SP:Iteration 28Q (30559.740000 sec): 3 clusters
  Score: Raw -2645617.281354 + Penalty 3287.941271 = -2642329.340083
  nChanged 1
		SP:Iteration 29Q (30559.990000 sec): 3 clusters
  Score: Raw -2645618.934329 + Penalty 3287.941271 = -2642330.993058
  nChanged 2
		SP:Iteration 30Q (30560.240000 sec): 3 clusters
  Score: Raw -2645621.277440 + Penalty 3287.941271 = -2642333.336169
  nChanged 3
		SP:Iteration 31Q (30560.540000 sec): 3 clusters
  Score: Raw -2645623.940794 + Penalty 3287.941271 = -2642335.999524
  nChanged 2
		SP:Iteration 32Q (30560.830000 sec): 3 clusters
  Score: Raw -2645626.228398 + Penalty 3287.941271 = -2642338.287128
  nChanged 2
		SP:Iteration 33Q (30561.090000 sec): 3 clusters
  Score: Raw -2645627.903874 + Penalty 3287.941271 = -2642339.962603
  nChanged 2
		SP:Iteration 34Q (30561.390000 sec): 3 clusters
  Score: Raw -2645629.350926 + Penalty 3287.941271 = -2642341.409655
  nChanged 2
		SP:Iteration 35Q (30561.660000 sec): 3 clusters
  Score: Raw -2645630.051759 + Penalty 3287.941271 = -2642342.110488
  nChanged 1
		SP:Iteration 36Q (30561.970000 sec): 3 clusters
  Score: Raw -2645630.467432 + Penalty 3287.941271 = -2642342.526162
  nChanged 1
		SP:Iteration 37Q (30562.210000 sec): 3 clusters
  Score: Raw -2645631.021599 + Penalty 3287.941271 = -2642343.080328
  nChanged 0
		SP:Iteration 38F (30562.480000 sec): 3 clusters
  Score: Raw -2645631.021599 + Penalty 3287.941271 = -2642343.080328
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30562.590000 sec): 2 clusters
  Score: Raw -162779.580362 + Penalty 1198.987353 = -161580.593008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30562.820000 sec): 3 clusters
  Score: Raw -162160.550082 + Penalty 2397.974707 = -159762.575375
  nChanged 553
		SP:Iteration 1F (30562.990000 sec): 3 clusters
  Score: Raw -162568.255048 + Penalty 2397.974707 = -160170.280341
  nChanged 121
		SP:Iteration 2F (30563.170000 sec): 3 clusters
  Score: Raw -162678.164676 + Penalty 2397.974707 = -160280.189970
  nChanged 69
		SP:Iteration 3Q (30563.350000 sec): 3 clusters
  Score: Raw -162746.997801 + Penalty 2397.974707 = -160349.023095
  nChanged 67
		SP:Iteration 4Q (30563.570000 sec): 3 clusters
  Score: Raw -162812.080679 + Penalty 2397.974707 = -160414.105973
  nChanged 50
		SP:Iteration 5Q (30563.740000 sec): 3 clusters
  Score: Raw -162853.439679 + Penalty 2397.974707 = -160455.464972
  nChanged 38
		SP:Iteration 6Q (30563.950000 sec): 3 clusters
  Score: Raw -162888.635506 + Penalty 2397.974707 = -160490.660799
  nChanged 41
		SP:Iteration 7Q (30564.160000 sec): 3 clusters
  Score: Raw -162923.244564 + Penalty 2397.974707 = -160525.269857
  nChanged 32
		SP:Iteration 8Q (30564.370000 sec): 3 clusters
  Score: Raw -162950.954380 + Penalty 2397.974707 = -160552.979673
  nChanged 30
		SP:Iteration 9Q (30564.540000 sec): 3 clusters
  Score: Raw -162978.526023 + Penalty 2397.974707 = -160580.551316
  nChanged 25
		SP:Iteration 10Q (30564.750000 sec): 3 clusters
  Score: Raw -162999.457016 + Penalty 2397.974707 = -160601.482309
  nChanged 19
		SP:Iteration 11Q (30564.900000 sec): 3 clusters
  Score: Raw -163015.348007 + Penalty 2397.974707 = -160617.373300
  nChanged 16
		SP:Iteration 12Q (30565.110000 sec): 3 clusters
  Score: Raw -163026.433077 + Penalty 2397.974707 = -160628.458370
  nChanged 16
		SP:Iteration 13Q (30565.300000 sec): 3 clusters
  Score: Raw -163036.114412 + Penalty 2397.974707 = -160638.139705
  nChanged 7
		SP:Iteration 14Q (30565.550000 sec): 3 clusters
  Score: Raw -163040.153121 + Penalty 2397.974707 = -160642.178414
  nChanged 6
		SP:Iteration 15Q (30565.690000 sec): 3 clusters
  Score: Raw -163043.702777 + Penalty 2397.974707 = -160645.728071
  nChanged 3
		SP:Iteration 16Q (30565.910000 sec): 3 clusters
  Score: Raw -163045.210818 + Penalty 2397.974707 = -160647.236111
  nChanged 4
		SP:Iteration 17Q (30566.100000 sec): 3 clusters
  Score: Raw -163047.683110 + Penalty 2397.974707 = -160649.708403
  nChanged 6
		SP:Iteration 18Q (30566.380000 sec): 3 clusters
  Score: Raw -163050.306067 + Penalty 2397.974707 = -160652.331360
  nChanged 6
		SP:Iteration 19Q (30566.590000 sec): 3 clusters
  Score: Raw -163053.225657 + Penalty 2397.974707 = -160655.250950
  nChanged 5
		SP:Iteration 20F (30566.780000 sec): 3 clusters
  Score: Raw -163060.218020 + Penalty 2397.974707 = -160662.243313
  nChanged 12
		SP:Iteration 21Q (30566.960000 sec): 3 clusters
  Score: Raw -163068.728285 + Penalty 2397.974707 = -160670.753578
  nChanged 5
		SP:Iteration 22Q (30567.220000 sec): 3 clusters
  Score: Raw -163072.945317 + Penalty 2397.974707 = -160674.970611
  nChanged 5
		SP:Iteration 23Q (30567.420000 sec): 3 clusters
  Score: Raw -163077.754634 + Penalty 2397.974707 = -160679.779927
  nChanged 7
		SP:Iteration 24Q (30567.600000 sec): 3 clusters
  Score: Raw -163082.704335 + Penalty 2397.974707 = -160684.729628
  nChanged 8
		SP:Iteration 25Q (30567.760000 sec): 3 clusters
  Score: Raw -163089.290113 + Penalty 2397.974707 = -160691.315407
  nChanged 5
		SP:Iteration 26Q (30567.970000 sec): 3 clusters
  Score: Raw -163094.187225 + Penalty 2397.974707 = -160696.212519
  nChanged 10
		SP:Iteration 27Q (30568.180000 sec): 3 clusters
  Score: Raw -163100.662077 + Penalty 2397.974707 = -160702.687370
  nChanged 9
		SP:Iteration 28Q (30568.380000 sec): 3 clusters
  Score: Raw -163108.447604 + Penalty 2397.974707 = -160710.472898
  nChanged 5
		SP:Iteration 29Q (30568.590000 sec): 3 clusters
  Score: Raw -163112.282658 + Penalty 2397.974707 = -160714.307951
  nChanged 6
		SP:Iteration 30Q (30568.760000 sec): 3 clusters
  Score: Raw -163118.788341 + Penalty 2397.974707 = -160720.813634
  nChanged 4
		SP:Iteration 31Q (30568.900000 sec): 3 clusters
  Score: Raw -163122.437343 + Penalty 2397.974707 = -160724.462637
  nChanged 5
		SP:Iteration 32Q (30569.060000 sec): 3 clusters
  Score: Raw -163125.200714 + Penalty 2397.974707 = -160727.226007
  nChanged 3
		SP:Iteration 33Q (30569.170000 sec): 3 clusters
  Score: Raw -163126.448686 + Penalty 2397.974707 = -160728.473979
  nChanged 2
		SP:Iteration 34Q (30569.340000 sec): 3 clusters
  Score: Raw -163127.087232 + Penalty 2397.974707 = -160729.112525
  nChanged 2
		SP:Iteration 35Q (30569.500000 sec): 3 clusters
  Score: Raw -163128.073549 + Penalty 2397.974707 = -160730.098842
  nChanged 1
		SP:Iteration 36Q (30569.630000 sec): 3 clusters
  Score: Raw -163128.717929 + Penalty 2397.974707 = -160730.743222
  nChanged 0
		SP:Iteration 37F (30569.760000 sec): 3 clusters
  Score: Raw -163128.717929 + Penalty 2397.974707 = -160730.743222
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30569.910000 sec): 2 clusters
  Score: Raw -1528228.972045 + Penalty 1563.119953 = -1526665.852092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30570.180000 sec): 3 clusters
  Score: Raw -1519418.305792 + Penalty 3126.239907 = -1516292.065885
  nChanged 6614
		SP:Iteration 1F (30570.410000 sec): 3 clusters
  Score: Raw -1522886.820157 + Penalty 3126.239907 = -1519760.580250
  nChanged 818
		SP:Iteration 2F (30570.660000 sec): 3 clusters
  Score: Raw -1523235.968409 + Penalty 3126.239907 = -1520109.728502
  nChanged 799
		SP:Iteration 3F (30570.910000 sec): 3 clusters
  Score: Raw -1523583.836283 + Penalty 3126.239907 = -1520457.596376
  nChanged 764
		SP:Iteration 4F (30571.120000 sec): 3 clusters
  Score: Raw -1523952.815011 + Penalty 3126.239907 = -1520826.575104
  nChanged 709
		SP:Iteration 5Q (30571.380000 sec): 3 clusters
  Score: Raw -1524329.744992 + Penalty 3126.239907 = -1521203.505085
  nChanged 706
		SP:Iteration 6Q (30571.620000 sec): 3 clusters
  Score: Raw -1524717.981614 + Penalty 3126.239907 = -1521591.741707
  nChanged 700
		SP:Iteration 7Q (30571.890000 sec): 3 clusters
  Score: Raw -1525106.554348 + Penalty 3126.239907 = -1521980.314441
  nChanged 672
		SP:Iteration 8Q (30572.120000 sec): 3 clusters
  Score: Raw -1525505.802037 + Penalty 3126.239907 = -1522379.562130
  nChanged 643
		SP:Iteration 9Q (30572.340000 sec): 3 clusters
  Score: Raw -1525911.463014 + Penalty 3126.239907 = -1522785.223107
  nChanged 657
		SP:Iteration 10Q (30572.600000 sec): 3 clusters
  Score: Raw -1526318.191372 + Penalty 3126.239907 = -1523191.951466
  nChanged 649
		SP:Iteration 11Q (30572.820000 sec): 3 clusters
  Score: Raw -1526715.734311 + Penalty 3126.239907 = -1523589.494405
  nChanged 622
		SP:Iteration 12Q (30573.080000 sec): 3 clusters
  Score: Raw -1527066.631725 + Penalty 3126.239907 = -1523940.391818
  nChanged 556
		SP:Iteration 13Q (30573.340000 sec): 3 clusters
  Score: Raw -1527312.333365 + Penalty 3126.239907 = -1524186.093458
  nChanged 378
		SP:Iteration 14Q (30573.590000 sec): 3 clusters
  Score: Raw -1527428.927779 + Penalty 3126.239907 = -1524302.687872
  nChanged 279
		SP:Iteration 15Q (30573.820000 sec): 3 clusters
  Score: Raw -1527503.053614 + Penalty 3126.239907 = -1524376.813707
  nChanged 208
		SP:Iteration 16Q (30574.060000 sec): 3 clusters
  Score: Raw -1527558.623470 + Penalty 3126.239907 = -1524432.383563
  nChanged 179
		SP:Iteration 17Q (30574.270000 sec): 3 clusters
  Score: Raw -1527605.765528 + Penalty 3126.239907 = -1524479.525622
  nChanged 177
		SP:Iteration 18Q (30574.520000 sec): 3 clusters
  Score: Raw -1527661.413987 + Penalty 3126.239907 = -1524535.174080
  nChanged 184
		SP:Iteration 19Q (30574.760000 sec): 3 clusters
  Score: Raw -1527725.472528 + Penalty 3126.239907 = -1524599.232621
  nChanged 200
		SP:Iteration 20F (30575.040000 sec): 3 clusters
  Score: Raw -1527799.762175 + Penalty 3126.239907 = -1524673.522268
  nChanged 228
		SP:Iteration 21Q (30575.300000 sec): 3 clusters
  Score: Raw -1527882.257293 + Penalty 3126.239907 = -1524756.017386
  nChanged 215
		SP:Iteration 22Q (30575.540000 sec): 3 clusters
  Score: Raw -1527969.279139 + Penalty 3126.239907 = -1524843.039232
  nChanged 208
		SP:Iteration 23Q (30575.780000 sec): 3 clusters
  Score: Raw -1528051.521538 + Penalty 3126.239907 = -1524925.281631
  nChanged 208
		SP:Iteration 24Q (30576.080000 sec): 3 clusters
  Score: Raw -1528133.096427 + Penalty 3126.239907 = -1525006.856520
  nChanged 200
		SP:Iteration 25Q (30576.290000 sec): 3 clusters
  Score: Raw -1528215.027266 + Penalty 3126.239907 = -1525088.787360
  nChanged 215
		SP:Iteration 26Q (30576.540000 sec): 3 clusters
  Score: Raw -1528323.577289 + Penalty 3126.239907 = -1525197.337382
  nChanged 204
		SP:Iteration 27Q (30576.820000 sec): 3 clusters
  Score: Raw -1528413.023874 + Penalty 3126.239907 = -1525286.783967
  nChanged 161
		SP:Iteration 28Q (30577.050000 sec): 3 clusters
  Score: Raw -1528473.123088 + Penalty 3126.239907 = -1525346.883181
  nChanged 154
		SP:Iteration 29Q (30577.300000 sec): 3 clusters
  Score: Raw -1528522.530956 + Penalty 3126.239907 = -1525396.291049
  nChanged 136
		SP:Iteration 30Q (30577.560000 sec): 3 clusters
  Score: Raw -1528559.604322 + Penalty 3126.239907 = -1525433.364415
  nChanged 128
		SP:Iteration 31Q (30577.820000 sec): 3 clusters
  Score: Raw -1528591.248371 + Penalty 3126.239907 = -1525465.008464
  nChanged 104
		SP:Iteration 32Q (30578.060000 sec): 3 clusters
  Score: Raw -1528614.370557 + Penalty 3126.239907 = -1525488.130650
  nChanged 111
		SP:Iteration 33Q (30578.320000 sec): 3 clusters
  Score: Raw -1528637.283509 + Penalty 3126.239907 = -1525511.043603
  nChanged 92
		SP:Iteration 34Q (30578.640000 sec): 3 clusters
  Score: Raw -1528653.979090 + Penalty 3126.239907 = -1525527.739183
  nChanged 67
		SP:Iteration 35Q (30578.900000 sec): 3 clusters
  Score: Raw -1528663.752544 + Penalty 3126.239907 = -1525537.512637
  nChanged 62
		SP:Iteration 36Q (30579.150000 sec): 3 clusters
  Score: Raw -1528674.367606 + Penalty 3126.239907 = -1525548.127699
  nChanged 76
		SP:Iteration 37Q (30579.380000 sec): 3 clusters
  Score: Raw -1528687.344791 + Penalty 3126.239907 = -1525561.104884
  nChanged 62
		SP:Iteration 38Q (30579.620000 sec): 3 clusters
  Score: Raw -1528695.434098 + Penalty 3126.239907 = -1525569.194192
  nChanged 43
		SP:Iteration 39Q (30579.900000 sec): 3 clusters
  Score: Raw -1528700.781071 + Penalty 3126.239907 = -1525574.541164
  nChanged 35
		SP:Iteration 40F (30580.160000 sec): 3 clusters
  Score: Raw -1528706.612392 + Penalty 3126.239907 = -1525580.372485
  nChanged 50
		SP:Iteration 41Q (30580.400000 sec): 3 clusters
  Score: Raw -1528714.085622 + Penalty 3126.239907 = -1525587.845716
  nChanged 57
		SP:Iteration 42Q (30580.640000 sec): 3 clusters
  Score: Raw -1528721.768991 + Penalty 3126.239907 = -1525595.529085
  nChanged 46
		SP:Iteration 43Q (30580.900000 sec): 3 clusters
  Score: Raw -1528727.781341 + Penalty 3126.239907 = -1525601.541434
  nChanged 31
		SP:Iteration 44Q (30581.160000 sec): 3 clusters
  Score: Raw -1528731.254602 + Penalty 3126.239907 = -1525605.014695
  nChanged 29
		SP:Iteration 45Q (30581.430000 sec): 3 clusters
  Score: Raw -1528734.560644 + Penalty 3126.239907 = -1525608.320738
  nChanged 27
		SP:Iteration 46Q (30581.660000 sec): 3 clusters
  Score: Raw -1528737.603382 + Penalty 3126.239907 = -1525611.363475
  nChanged 30
		SP:Iteration 47Q (30581.930000 sec): 3 clusters
  Score: Raw -1528741.172622 + Penalty 3126.239907 = -1525614.932715
  nChanged 32
		SP:Iteration 48Q (30582.210000 sec): 3 clusters
  Score: Raw -1528745.974732 + Penalty 3126.239907 = -1525619.734825
  nChanged 26
		SP:Iteration 49Q (30582.470000 sec): 3 clusters
  Score: Raw -1528748.524219 + Penalty 3126.239907 = -1525622.284312
  nChanged 17
		SP:Iteration 50Q (30582.770000 sec): 3 clusters
  Score: Raw -1528750.562124 + Penalty 3126.239907 = -1525624.322217
  nChanged 21
		SP:Iteration 51Q (30583.060000 sec): 3 clusters
  Score: Raw -1528752.703003 + Penalty 3126.239907 = -1525626.463096
  nChanged 16
		SP:Iteration 52Q (30583.360000 sec): 3 clusters
  Score: Raw -1528754.229173 + Penalty 3126.239907 = -1525627.989266
  nChanged 13
		SP:Iteration 53Q (30583.640000 sec): 3 clusters
  Score: Raw -1528755.757039 + Penalty 3126.239907 = -1525629.517132
  nChanged 10
		SP:Iteration 54Q (30583.820000 sec): 3 clusters
  Score: Raw -1528756.700199 + Penalty 3126.239907 = -1525630.460293
  nChanged 7
		SP:Iteration 55Q (30584.080000 sec): 3 clusters
  Score: Raw -1528757.269902 + Penalty 3126.239907 = -1525631.029995
  nChanged 6
		SP:Iteration 56Q (30584.350000 sec): 3 clusters
  Score: Raw -1528757.713042 + Penalty 3126.239907 = -1525631.473135
  nChanged 6
		SP:Iteration 57Q (30584.590000 sec): 3 clusters
  Score: Raw -1528758.282349 + Penalty 3126.239907 = -1525632.042442
  nChanged 7
		SP:Iteration 58Q (30584.820000 sec): 3 clusters
  Score: Raw -1528758.803166 + Penalty 3126.239907 = -1525632.563259
  nChanged 4
		SP:Iteration 59Q (30585.070000 sec): 3 clusters
  Score: Raw -1528759.036017 + Penalty 3126.239907 = -1525632.796111
  nChanged 6
		SP:Iteration 60F (30585.300000 sec): 3 clusters
  Score: Raw -1528759.533498 + Penalty 3126.239907 = -1525633.293592
  nChanged 5
		SP:Iteration 61Q (30585.570000 sec): 3 clusters
  Score: Raw -1528759.982045 + Penalty 3126.239907 = -1525633.742138
  nChanged 3
		SP:Iteration 62Q (30585.830000 sec): 3 clusters
  Score: Raw -1528760.329845 + Penalty 3126.239907 = -1525634.089938
  nChanged 3
		SP:Iteration 63Q (30586.000000 sec): 3 clusters
  Score: Raw -1528760.532482 + Penalty 3126.239907 = -1525634.292575
  nChanged 4
		SP:Iteration 64Q (30586.260000 sec): 3 clusters
  Score: Raw -1528760.872241 + Penalty 3126.239907 = -1525634.632335
  nChanged 3
		SP:Iteration 65Q (30586.480000 sec): 3 clusters
  Score: Raw -1528761.012892 + Penalty 3126.239907 = -1525634.772986
  nChanged 3
		SP:Iteration 66Q (30586.730000 sec): 3 clusters
  Score: Raw -1528761.220911 + Penalty 3126.239907 = -1525634.981004
  nChanged 0
		SP:Iteration 67F (30586.970000 sec): 3 clusters
  Score: Raw -1528761.220911 + Penalty 3126.239907 = -1525634.981004
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30587.090000 sec): 2 clusters
  Score: Raw -1103173.964029 + Penalty 1502.207728 = -1101671.756300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30587.340000 sec): 3 clusters
  Score: Raw -1097374.918728 + Penalty 3004.415456 = -1094370.503272
  nChanged 4449
		SP:Iteration 1F (30587.590000 sec): 3 clusters
  Score: Raw -1099780.823035 + Penalty 3004.415456 = -1096776.407578
  nChanged 615
		SP:Iteration 2F (30587.780000 sec): 3 clusters
  Score: Raw -1100026.042264 + Penalty 3004.415456 = -1097021.626807
  nChanged 485
		SP:Iteration 3Q (30587.970000 sec): 3 clusters
  Score: Raw -1100208.977813 + Penalty 3004.415456 = -1097204.562357
  nChanged 468
		SP:Iteration 4Q (30588.180000 sec): 3 clusters
  Score: Raw -1100401.293059 + Penalty 3004.415456 = -1097396.877602
  nChanged 453
		SP:Iteration 5Q (30588.400000 sec): 3 clusters
  Score: Raw -1100608.932955 + Penalty 3004.415456 = -1097604.517499
  nChanged 470
		SP:Iteration 6Q (30588.660000 sec): 3 clusters
  Score: Raw -1100882.332356 + Penalty 3004.415456 = -1097877.916900
  nChanged 529
		SP:Iteration 7F (30588.840000 sec): 3 clusters
  Score: Raw -1101244.338241 + Penalty 3004.415456 = -1098239.922785
  nChanged 517
		SP:Iteration 8Q (30589.090000 sec): 3 clusters
  Score: Raw -1101629.234342 + Penalty 3004.415456 = -1098624.818886
  nChanged 498
		SP:Iteration 9Q (30589.290000 sec): 3 clusters
  Score: Raw -1102014.505340 + Penalty 3004.415456 = -1099010.089884
  nChanged 418
		SP:Iteration 10Q (30589.540000 sec): 3 clusters
  Score: Raw -1102342.750141 + Penalty 3004.415456 = -1099338.334684
  nChanged 333
		SP:Iteration 11Q (30589.760000 sec): 3 clusters
  Score: Raw -1102610.950848 + Penalty 3004.415456 = -1099606.535391
  nChanged 281
		SP:Iteration 12Q (30590.000000 sec): 3 clusters
  Score: Raw -1102817.297371 + Penalty 3004.415456 = -1099812.881914
  nChanged 212
		SP:Iteration 13Q (30590.210000 sec): 3 clusters
  Score: Raw -1102988.345979 + Penalty 3004.415456 = -1099983.930523
  nChanged 177
		SP:Iteration 14Q (30590.490000 sec): 3 clusters
  Score: Raw -1103133.447593 + Penalty 3004.415456 = -1100129.032136
  nChanged 148
		SP:Iteration 15Q (30590.720000 sec): 3 clusters
  Score: Raw -1103212.433955 + Penalty 3004.415456 = -1100208.018498
  nChanged 112
		SP:Iteration 16Q (30590.930000 sec): 3 clusters
  Score: Raw -1103260.840240 + Penalty 3004.415456 = -1100256.424784
  nChanged 77
		SP:Iteration 17Q (30591.240000 sec): 3 clusters
  Score: Raw -1103284.944659 + Penalty 3004.415456 = -1100280.529203
  nChanged 47
		SP:Iteration 18Q (30591.470000 sec): 3 clusters
  Score: Raw -1103298.506328 + Penalty 3004.415456 = -1100294.090871
  nChanged 34
		SP:Iteration 19Q (30591.700000 sec): 3 clusters
  Score: Raw -1103307.646327 + Penalty 3004.415456 = -1100303.230870
  nChanged 26
		SP:Iteration 20F (30591.930000 sec): 3 clusters
  Score: Raw -1103314.580618 + Penalty 3004.415456 = -1100310.165161
  nChanged 17
		SP:Iteration 21Q (30592.140000 sec): 3 clusters
  Score: Raw -1103319.434016 + Penalty 3004.415456 = -1100315.018560
  nChanged 18
		SP:Iteration 22Q (30592.380000 sec): 3 clusters
  Score: Raw -1103325.005910 + Penalty 3004.415456 = -1100320.590454
  nChanged 20
		SP:Iteration 23Q (30592.600000 sec): 3 clusters
  Score: Raw -1103329.951307 + Penalty 3004.415456 = -1100325.535850
  nChanged 15
		SP:Iteration 24Q (30592.800000 sec): 3 clusters
  Score: Raw -1103332.522208 + Penalty 3004.415456 = -1100328.106752
  nChanged 6
		SP:Iteration 25Q (30593.100000 sec): 3 clusters
  Score: Raw -1103334.109601 + Penalty 3004.415456 = -1100329.694145
  nChanged 6
		SP:Iteration 26Q (30593.300000 sec): 3 clusters
  Score: Raw -1103334.985613 + Penalty 3004.415456 = -1100330.570157
  nChanged 3
		SP:Iteration 27Q (30593.500000 sec): 3 clusters
  Score: Raw -1103335.438881 + Penalty 3004.415456 = -1100331.023425
  nChanged 3
		SP:Iteration 28Q (30593.780000 sec): 3 clusters
  Score: Raw -1103335.975785 + Penalty 3004.415456 = -1100331.560329
  nChanged 3
		SP:Iteration 29Q (30593.990000 sec): 3 clusters
  Score: Raw -1103336.307404 + Penalty 3004.415456 = -1100331.891947
  nChanged 0
		SP:Iteration 30F (30594.240000 sec): 3 clusters
  Score: Raw -1103336.307404 + Penalty 3004.415456 = -1100331.891947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30594.380000 sec): 2 clusters
  Score: Raw -1926860.683330 + Penalty 1597.812041 = -1925262.871289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30594.680000 sec): 3 clusters
  Score: Raw -1915865.109507 + Penalty 3195.624081 = -1912669.485426
  nChanged 8313
		SP:Iteration 1F (30594.930000 sec): 3 clusters
  Score: Raw -1920777.523565 + Penalty 3195.624081 = -1917581.899484
  nChanged 1302
		SP:Iteration 2F (30595.200000 sec): 3 clusters
  Score: Raw -1921518.984812 + Penalty 3195.624081 = -1918323.360731
  nChanged 1298
		SP:Iteration 3F (30595.470000 sec): 3 clusters
  Score: Raw -1922356.032414 + Penalty 3195.624081 = -1919160.408332
  nChanged 1302
		SP:Iteration 4F (30595.780000 sec): 3 clusters
  Score: Raw -1923292.057349 + Penalty 3195.624081 = -1920096.433268
  nChanged 1214
		SP:Iteration 5F (30596.010000 sec): 3 clusters
  Score: Raw -1924211.176150 + Penalty 3195.624081 = -1921015.552068
  nChanged 1083
		SP:Iteration 6F (30596.250000 sec): 3 clusters
  Score: Raw -1925162.988483 + Penalty 3195.624081 = -1921967.364401
  nChanged 938
		SP:Iteration 7F (30596.480000 sec): 3 clusters
  Score: Raw -1926239.785492 + Penalty 3195.624081 = -1923044.161411
  nChanged 806
		SP:Iteration 8Q (30596.790000 sec): 3 clusters
  Score: Raw -1927054.934187 + Penalty 3195.624081 = -1923859.310106
  nChanged 570
		SP:Iteration 9Q (30597.020000 sec): 3 clusters
  Score: Raw -1927414.351131 + Penalty 3195.624081 = -1924218.727049
  nChanged 328
		SP:Iteration 10Q (30597.340000 sec): 3 clusters
  Score: Raw -1927544.759389 + Penalty 3195.624081 = -1924349.135308
  nChanged 198
		SP:Iteration 11Q (30597.590000 sec): 3 clusters
  Score: Raw -1927619.221359 + Penalty 3195.624081 = -1924423.597277
  nChanged 154
		SP:Iteration 12Q (30597.850000 sec): 3 clusters
  Score: Raw -1927676.301413 + Penalty 3195.624081 = -1924480.677332
  nChanged 131
		SP:Iteration 13Q (30598.110000 sec): 3 clusters
  Score: Raw -1927720.897056 + Penalty 3195.624081 = -1924525.272974
  nChanged 110
		SP:Iteration 14Q (30598.360000 sec): 3 clusters
  Score: Raw -1927755.172810 + Penalty 3195.624081 = -1924559.548728
  nChanged 103
		SP:Iteration 15Q (30598.650000 sec): 3 clusters
  Score: Raw -1927785.584426 + Penalty 3195.624081 = -1924589.960345
  nChanged 91
		SP:Iteration 16Q (30598.900000 sec): 3 clusters
  Score: Raw -1927805.033881 + Penalty 3195.624081 = -1924609.409799
  nChanged 71
		SP:Iteration 17Q (30599.170000 sec): 3 clusters
  Score: Raw -1927818.448602 + Penalty 3195.624081 = -1924622.824520
  nChanged 54
		SP:Iteration 18Q (30599.430000 sec): 3 clusters
  Score: Raw -1927828.207594 + Penalty 3195.624081 = -1924632.583513
  nChanged 49
		SP:Iteration 19Q (30599.670000 sec): 3 clusters
  Score: Raw -1927835.105274 + Penalty 3195.624081 = -1924639.481192
  nChanged 37
		SP:Iteration 20F (30599.930000 sec): 3 clusters
  Score: Raw -1927839.987033 + Penalty 3195.624081 = -1924644.362952
  nChanged 31
		SP:Iteration 21Q (30600.190000 sec): 3 clusters
  Score: Raw -1927842.918935 + Penalty 3195.624081 = -1924647.294853
  nChanged 19
		SP:Iteration 22Q (30600.430000 sec): 3 clusters
  Score: Raw -1927844.953053 + Penalty 3195.624081 = -1924649.328972
  nChanged 23
		SP:Iteration 23Q (30600.690000 sec): 3 clusters
  Score: Raw -1927847.203585 + Penalty 3195.624081 = -1924651.579504
  nChanged 19
		SP:Iteration 24Q (30600.890000 sec): 3 clusters
  Score: Raw -1927848.718434 + Penalty 3195.624081 = -1924653.094353
  nChanged 14
		SP:Iteration 25Q (30601.130000 sec): 3 clusters
  Score: Raw -1927850.025588 + Penalty 3195.624081 = -1924654.401506
  nChanged 15
		SP:Iteration 26Q (30601.370000 sec): 3 clusters
  Score: Raw -1927851.313658 + Penalty 3195.624081 = -1924655.689576
  nChanged 17
		SP:Iteration 27Q (30601.590000 sec): 3 clusters
  Score: Raw -1927852.880405 + Penalty 3195.624081 = -1924657.256323
  nChanged 15
		SP:Iteration 28Q (30601.820000 sec): 3 clusters
  Score: Raw -1927854.145597 + Penalty 3195.624081 = -1924658.521515
  nChanged 10
		SP:Iteration 29Q (30602.080000 sec): 3 clusters
  Score: Raw -1927855.227946 + Penalty 3195.624081 = -1924659.603864
  nChanged 19
		SP:Iteration 30Q (30602.390000 sec): 3 clusters
  Score: Raw -1927856.683407 + Penalty 3195.624081 = -1924661.059326
  nChanged 12
		SP:Iteration 31Q (30602.650000 sec): 3 clusters
  Score: Raw -1927857.435704 + Penalty 3195.624081 = -1924661.811622
  nChanged 8
		SP:Iteration 32Q (30602.920000 sec): 3 clusters
  Score: Raw -1927858.050600 + Penalty 3195.624081 = -1924662.426519
  nChanged 6
		SP:Iteration 33Q (30603.200000 sec): 3 clusters
  Score: Raw -1927858.489519 + Penalty 3195.624081 = -1924662.865437
  nChanged 7
		SP:Iteration 34Q (30603.490000 sec): 3 clusters
  Score: Raw -1927858.909520 + Penalty 3195.624081 = -1924663.285438
  nChanged 6
		SP:Iteration 35Q (30603.770000 sec): 3 clusters
  Score: Raw -1927859.237931 + Penalty 3195.624081 = -1924663.613849
  nChanged 3
		SP:Iteration 36Q (30604.060000 sec): 3 clusters
  Score: Raw -1927859.384945 + Penalty 3195.624081 = -1924663.760864
  nChanged 1
		SP:Iteration 37Q (30604.350000 sec): 3 clusters
  Score: Raw -1927859.407045 + Penalty 3195.624081 = -1924663.782963
  nChanged 1
		SP:Iteration 38Q (30604.590000 sec): 3 clusters
  Score: Raw -1927859.473847 + Penalty 3195.624081 = -1924663.849766
  nChanged 2
		SP:Iteration 39Q (30604.870000 sec): 3 clusters
  Score: Raw -1927859.634660 + Penalty 3195.624081 = -1924664.010579
  nChanged 3
		SP:Iteration 40F (30605.170000 sec): 3 clusters
  Score: Raw -1927859.835436 + Penalty 3195.624081 = -1924664.211354
  nChanged 2
		SP:Iteration 41Q (30605.430000 sec): 3 clusters
  Score: Raw -1927859.949727 + Penalty 3195.624081 = -1924664.325645
  nChanged 3
		SP:Iteration 42Q (30605.750000 sec): 3 clusters
  Score: Raw -1927860.034096 + Penalty 3195.624081 = -1924664.410014
  nChanged 2
		SP:Iteration 43Q (30606.030000 sec): 3 clusters
  Score: Raw -1927860.190363 + Penalty 3195.624081 = -1924664.566281
  nChanged 1
		SP:Iteration 44Q (30606.320000 sec): 3 clusters
  Score: Raw -1927860.212632 + Penalty 3195.624081 = -1924664.588550
  nChanged 1
		SP:Iteration 45Q (30606.650000 sec): 3 clusters
  Score: Raw -1927860.284153 + Penalty 3195.624081 = -1924664.660072
  nChanged 1
		SP:Iteration 46Q (30606.920000 sec): 3 clusters
  Score: Raw -1927860.312875 + Penalty 3195.624081 = -1924664.688793
  nChanged 1
		SP:Iteration 47Q (30607.140000 sec): 3 clusters
  Score: Raw -1927860.350207 + Penalty 3195.624081 = -1924664.726125
  nChanged 1
		SP:Iteration 48Q (30607.400000 sec): 3 clusters
  Score: Raw -1927860.382150 + Penalty 3195.624081 = -1924664.758069
  nChanged 0
		SP:Iteration 49F (30607.700000 sec): 3 clusters
  Score: Raw -1927860.382150 + Penalty 3195.624081 = -1924664.758069
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30607.800000 sec): 2 clusters
  Score: Raw -142324.937639 + Penalty 1185.887346 = -141139.050293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30608.010000 sec): 3 clusters
  Score: Raw -141775.584180 + Penalty 2371.774692 = -139403.809488
  nChanged 500
		SP:Iteration 1F (30608.170000 sec): 3 clusters
  Score: Raw -142219.710679 + Penalty 2371.774692 = -139847.935987
  nChanged 114
		SP:Iteration 2F (30608.380000 sec): 3 clusters
  Score: Raw -142340.780193 + Penalty 2371.774692 = -139969.005501
  nChanged 71
		SP:Iteration 3Q (30608.620000 sec): 3 clusters
  Score: Raw -142411.433917 + Penalty 2371.774692 = -140039.659225
  nChanged 60
		SP:Iteration 4Q (30608.850000 sec): 3 clusters
  Score: Raw -142468.926224 + Penalty 2371.774692 = -140097.151533
  nChanged 52
		SP:Iteration 5Q (30608.980000 sec): 3 clusters
  Score: Raw -142506.178923 + Penalty 2371.774692 = -140134.404231
  nChanged 24
		SP:Iteration 6Q (30609.140000 sec): 3 clusters
  Score: Raw -142525.368475 + Penalty 2371.774692 = -140153.593783
  nChanged 19
		SP:Iteration 7Q (30609.330000 sec): 3 clusters
  Score: Raw -142541.070693 + Penalty 2371.774692 = -140169.296001
  nChanged 7
		SP:Iteration 8Q (30609.590000 sec): 3 clusters
  Score: Raw -142544.194935 + Penalty 2371.774692 = -140172.420243
  nChanged 8
		SP:Iteration 9Q (30609.750000 sec): 3 clusters
  Score: Raw -142547.840211 + Penalty 2371.774692 = -140176.065519
  nChanged 4
		SP:Iteration 10Q (30609.950000 sec): 3 clusters
  Score: Raw -142554.343473 + Penalty 2371.774692 = -140182.568781
  nChanged 7
		SP:Iteration 11Q (30610.140000 sec): 3 clusters
  Score: Raw -142560.308959 + Penalty 2371.774692 = -140188.534268
  nChanged 6
		SP:Iteration 12Q (30610.320000 sec): 3 clusters
  Score: Raw -142564.457786 + Penalty 2371.774692 = -140192.683094
  nChanged 5
		SP:Iteration 13Q (30610.500000 sec): 3 clusters
  Score: Raw -142566.550488 + Penalty 2371.774692 = -140194.775796
  nChanged 2
		SP:Iteration 14Q (30610.710000 sec): 3 clusters
  Score: Raw -142567.774265 + Penalty 2371.774692 = -140195.999574
  nChanged 1
		SP:Iteration 15Q (30610.890000 sec): 3 clusters
  Score: Raw -142568.265405 + Penalty 2371.774692 = -140196.490713
  nChanged 1
		SP:Iteration 16Q (30611.040000 sec): 3 clusters
  Score: Raw -142568.858924 + Penalty 2371.774692 = -140197.084233
  nChanged 1
		SP:Iteration 17Q (30611.210000 sec): 3 clusters
  Score: Raw -142569.436426 + Penalty 2371.774692 = -140197.661734
  nChanged 0
		SP:Iteration 18F (30611.440000 sec): 3 clusters
  Score: Raw -142569.436426 + Penalty 2371.774692 = -140197.661734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30611.540000 sec): 2 clusters
  Score: Raw -432123.562688 + Penalty 1354.312607 = -430769.250080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30611.720000 sec): 3 clusters
  Score: Raw -430020.787629 + Penalty 2708.625215 = -427312.162415
  nChanged 1641
		SP:Iteration 1F (30611.970000 sec): 3 clusters
  Score: Raw -430895.508011 + Penalty 2708.625215 = -428186.882796
  nChanged 304
		SP:Iteration 2F (30612.180000 sec): 3 clusters
  Score: Raw -431069.084215 + Penalty 2708.625215 = -428360.459001
  nChanged 213
		SP:Iteration 3F (30612.360000 sec): 3 clusters
  Score: Raw -431183.778029 + Penalty 2708.625215 = -428475.152814
  nChanged 156
		SP:Iteration 4Q (30612.560000 sec): 3 clusters
  Score: Raw -431266.540283 + Penalty 2708.625215 = -428557.915068
  nChanged 136
		SP:Iteration 5Q (30612.800000 sec): 3 clusters
  Score: Raw -431337.253527 + Penalty 2708.625215 = -428628.628312
  nChanged 137
		SP:Iteration 6Q (30612.960000 sec): 3 clusters
  Score: Raw -431424.430304 + Penalty 2708.625215 = -428715.805089
  nChanged 133
		SP:Iteration 7Q (30613.210000 sec): 3 clusters
  Score: Raw -431515.953868 + Penalty 2708.625215 = -428807.328653
  nChanged 125
		SP:Iteration 8Q (30613.440000 sec): 3 clusters
  Score: Raw -431591.239362 + Penalty 2708.625215 = -428882.614147
  nChanged 119
		SP:Iteration 9Q (30613.660000 sec): 3 clusters
  Score: Raw -431662.162514 + Penalty 2708.625215 = -428953.537300
  nChanged 96
		SP:Iteration 10Q (30613.820000 sec): 3 clusters
  Score: Raw -431720.880835 + Penalty 2708.625215 = -429012.255620
  nChanged 90
		SP:Iteration 11Q (30614.020000 sec): 3 clusters
  Score: Raw -431778.990320 + Penalty 2708.625215 = -429070.365105
  nChanged 85
		SP:Iteration 12Q (30614.220000 sec): 3 clusters
  Score: Raw -431837.671559 + Penalty 2708.625215 = -429129.046344
  nChanged 86
		SP:Iteration 13Q (30614.440000 sec): 3 clusters
  Score: Raw -431895.272415 + Penalty 2708.625215 = -429186.647201
  nChanged 81
		SP:Iteration 14Q (30614.570000 sec): 3 clusters
  Score: Raw -431951.816283 + Penalty 2708.625215 = -429243.191068
  nChanged 67
		SP:Iteration 15Q (30614.760000 sec): 3 clusters
  Score: Raw -432000.269039 + Penalty 2708.625215 = -429291.643824
  nChanged 58
		SP:Iteration 16Q (30614.910000 sec): 3 clusters
  Score: Raw -432043.381312 + Penalty 2708.625215 = -429334.756098
  nChanged 50
		SP:Iteration 17Q (30615.080000 sec): 3 clusters
  Score: Raw -432082.388285 + Penalty 2708.625215 = -429373.763071
  nChanged 42
		SP:Iteration 18Q (30615.280000 sec): 3 clusters
  Score: Raw -432113.436493 + Penalty 2708.625215 = -429404.811279
  nChanged 45
		SP:Iteration 19Q (30615.480000 sec): 3 clusters
  Score: Raw -432151.426691 + Penalty 2708.625215 = -429442.801476
  nChanged 48
		SP:Iteration 20F (30615.690000 sec): 3 clusters
  Score: Raw -432189.175418 + Penalty 2708.625215 = -429480.550204
  nChanged 39
		SP:Iteration 21Q (30615.920000 sec): 3 clusters
  Score: Raw -432216.472735 + Penalty 2708.625215 = -429507.847520
  nChanged 38
		SP:Iteration 22Q (30616.130000 sec): 3 clusters
  Score: Raw -432243.029455 + Penalty 2708.625215 = -429534.404240
  nChanged 31
		SP:Iteration 23Q (30616.370000 sec): 3 clusters
  Score: Raw -432270.145679 + Penalty 2708.625215 = -429561.520464
  nChanged 30
		SP:Iteration 24Q (30616.600000 sec): 3 clusters
  Score: Raw -432289.521496 + Penalty 2708.625215 = -429580.896281
  nChanged 26
		SP:Iteration 25Q (30616.820000 sec): 3 clusters
  Score: Raw -432310.428383 + Penalty 2708.625215 = -429601.803168
  nChanged 18
		SP:Iteration 26Q (30617.060000 sec): 3 clusters
  Score: Raw -432318.592229 + Penalty 2708.625215 = -429609.967014
  nChanged 4
		SP:Iteration 27Q (30617.280000 sec): 3 clusters
  Score: Raw -432321.010703 + Penalty 2708.625215 = -429612.385488
  nChanged 6
		SP:Iteration 28Q (30617.470000 sec): 3 clusters
  Score: Raw -432324.294301 + Penalty 2708.625215 = -429615.669087
  nChanged 8
		SP:Iteration 29Q (30617.660000 sec): 3 clusters
  Score: Raw -432328.237149 + Penalty 2708.625215 = -429619.611935
  nChanged 4
		SP:Iteration 30Q (30617.860000 sec): 3 clusters
  Score: Raw -432332.122534 + Penalty 2708.625215 = -429623.497320
  nChanged 7
		SP:Iteration 31Q (30618.100000 sec): 3 clusters
  Score: Raw -432335.016959 + Penalty 2708.625215 = -429626.391744
  nChanged 4
		SP:Iteration 32Q (30618.260000 sec): 3 clusters
  Score: Raw -432336.168953 + Penalty 2708.625215 = -429627.543738
  nChanged 1
		SP:Iteration 33Q (30618.460000 sec): 3 clusters
  Score: Raw -432336.379643 + Penalty 2708.625215 = -429627.754429
  nChanged 3
		SP:Iteration 34Q (30618.690000 sec): 3 clusters
  Score: Raw -432337.607638 + Penalty 2708.625215 = -429628.982424
  nChanged 5
		SP:Iteration 35Q (30618.880000 sec): 3 clusters
  Score: Raw -432340.293829 + Penalty 2708.625215 = -429631.668614
  nChanged 4
		SP:Iteration 36Q (30619.060000 sec): 3 clusters
  Score: Raw -432342.206454 + Penalty 2708.625215 = -429633.581239
  nChanged 3
		SP:Iteration 37Q (30619.260000 sec): 3 clusters
  Score: Raw -432343.497683 + Penalty 2708.625215 = -429634.872469
  nChanged 3
		SP:Iteration 38Q (30619.430000 sec): 3 clusters
  Score: Raw -432345.177007 + Penalty 2708.625215 = -429636.551792
  nChanged 2
		SP:Iteration 39Q (30619.610000 sec): 3 clusters
  Score: Raw -432345.552303 + Penalty 2708.625215 = -429636.927088
  nChanged 1
		SP:Iteration 40F (30619.850000 sec): 3 clusters
  Score: Raw -432346.025817 + Penalty 2708.625215 = -429637.400602
  nChanged 4
		SP:Iteration 41Q (30620.050000 sec): 3 clusters
  Score: Raw -432348.241131 + Penalty 2708.625215 = -429639.615916
  nChanged 1
		SP:Iteration 42Q (30620.260000 sec): 3 clusters
  Score: Raw -432348.459332 + Penalty 2708.625215 = -429639.834118
  nChanged 0
		SP:Iteration 43F (30620.490000 sec): 3 clusters
  Score: Raw -432348.459332 + Penalty 2708.625215 = -429639.834118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30620.570000 sec): 2 clusters
  Score: Raw -52914.640974 + Penalty 1014.044825 = -51900.596149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30620.700000 sec): 3 clusters
  Score: Raw -52970.813497 + Penalty 2028.089650 = -50942.723848
  nChanged 136
		SP:Iteration 1F (30620.890000 sec): 3 clusters
  Score: Raw -53254.399422 + Penalty 2028.089650 = -51226.309772
  nChanged 42
		SP:Iteration 2F (30621.060000 sec): 3 clusters
  Score: Raw -53342.341415 + Penalty 2028.089650 = -51314.251765
  nChanged 18
		SP:Iteration 3Q (30621.170000 sec): 3 clusters
  Score: Raw -53371.497355 + Penalty 2028.089650 = -51343.407705
  nChanged 15
		SP:Iteration 4Q (30621.340000 sec): 3 clusters
  Score: Raw -53401.769772 + Penalty 2028.089650 = -51373.680122
  nChanged 5
		SP:Iteration 5Q (30621.500000 sec): 3 clusters
  Score: Raw -53410.728545 + Penalty 2028.089650 = -51382.638895
  nChanged 4
		SP:Iteration 6Q (30621.640000 sec): 3 clusters
  Score: Raw -53421.039106 + Penalty 2028.089650 = -51392.949456
  nChanged 2
		SP:Iteration 7Q (30621.760000 sec): 3 clusters
  Score: Raw -53424.015882 + Penalty 2028.089650 = -51395.926232
  nChanged 1
		SP:Iteration 8Q (30621.890000 sec): 3 clusters
  Score: Raw -53426.073090 + Penalty 2028.089650 = -51397.983441
  nChanged 2
		SP:Iteration 9Q (30622.020000 sec): 3 clusters
  Score: Raw -53428.955062 + Penalty 2028.089650 = -51400.865412
  nChanged 0
		SP:Iteration 10F (30622.150000 sec): 3 clusters
  Score: Raw -53440.799030 + Penalty 2028.089650 = -51412.709380
  nChanged 1
		SP:Iteration 11Q (30622.310000 sec): 3 clusters
  Score: Raw -53594.924320 + Penalty 2028.089650 = -51566.834670
  nChanged 13
		SP:Iteration 12Q (30622.490000 sec): 3 clusters
  Score: Raw -53642.183344 + Penalty 2028.089650 = -51614.093694
  nChanged 5
		SP:Iteration 13Q (30622.700000 sec): 3 clusters
  Score: Raw -53647.239925 + Penalty 2028.089650 = -51619.150275
  nChanged 0
		SP:Iteration 14F (30622.870000 sec): 3 clusters
  Score: Raw -53647.239925 + Penalty 2028.089650 = -51619.150275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30624.660000 sec): 2 clusters
  Score: Raw -42915113.980557 + Penalty 2100.110007 = -42913013.870550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30626.740000 sec): 3 clusters
  Score: Raw -42639785.106430 + Penalty 4200.220014 = -42635584.886416
  nChanged 200507
		SP:Iteration 1F (30628.700000 sec): 3 clusters
  Score: Raw -42759134.302909 + Penalty 4200.220014 = -42754934.082895
  nChanged 8325
		SP:Iteration 2Q (30630.660000 sec): 3 clusters
  Score: Raw -42760381.909075 + Penalty 4200.220014 = -42756181.689060
  nChanged 9448
		SP:Iteration 3Q (30632.740000 sec): 3 clusters
  Score: Raw -42762168.471702 + Penalty 4200.220014 = -42757968.251688
  nChanged 11583
		SP:Iteration 4Q (30634.990000 sec): 3 clusters
  Score: Raw -42765009.566957 + Penalty 4200.220014 = -42760809.346943
  nChanged 14732
		SP:Iteration 5Q (30637.120000 sec): 3 clusters
  Score: Raw -42769804.482127 + Penalty 4200.220014 = -42765604.262113
  nChanged 19227
		SP:Iteration 6Q (30639.110000 sec): 3 clusters
  Score: Raw -42778004.022907 + Penalty 4200.220014 = -42773803.802893
  nChanged 24442
		SP:Iteration 7F (30641.120000 sec): 3 clusters
  Score: Raw -42791679.756650 + Penalty 4200.220014 = -42787479.536636
  nChanged 29729
		SP:Iteration 8F (30643.160000 sec): 3 clusters
  Score: Raw -42812442.354708 + Penalty 4200.220014 = -42808242.134694
  nChanged 32706
		SP:Iteration 9F (30645.080000 sec): 3 clusters
  Score: Raw -42839483.432638 + Penalty 4200.220014 = -42835283.212624
  nChanged 31368
		SP:Iteration 10F (30647.000000 sec): 3 clusters
  Score: Raw -42868471.346025 + Penalty 4200.220014 = -42864271.126011
  nChanged 24741
		SP:Iteration 11F (30648.840000 sec): 3 clusters
  Score: Raw -42892366.871829 + Penalty 4200.220014 = -42888166.651815
  nChanged 14920
		SP:Iteration 12Q (30650.840000 sec): 3 clusters
  Score: Raw -42906463.391850 + Penalty 4200.220014 = -42902263.171836
  nChanged 6622
		SP:Iteration 13Q (30652.770000 sec): 3 clusters
  Score: Raw -42912357.251963 + Penalty 4200.220014 = -42908157.031948
  nChanged 2310
		SP:Iteration 14Q (30654.720000 sec): 3 clusters
  Score: Raw -42914281.484537 + Penalty 4200.220014 = -42910081.264523
  nChanged 731
		SP:Iteration 15Q (30656.390000 sec): 3 clusters
  Score: Raw -42914924.546715 + Penalty 4200.220014 = -42910724.326701
  nChanged 226
		SP:Iteration 16Q (30657.930000 sec): 3 clusters
  Score: Raw -42915143.340226 + Penalty 4200.220014 = -42910943.120211
  nChanged 85
		SP:Iteration 17Q (30659.600000 sec): 3 clusters
  Score: Raw -42915231.740703 + Penalty 4200.220014 = -42911031.520689
  nChanged 50
		SP:Iteration 18Q (30661.330000 sec): 3 clusters
  Score: Raw -42915285.868280 + Penalty 4200.220014 = -42911085.648266
  nChanged 35
		SP:Iteration 19Q (30663.060000 sec): 3 clusters
  Score: Raw -42915326.295954 + Penalty 4200.220014 = -42911126.075939
  nChanged 27
		SP:Iteration 20F (30665.070000 sec): 3 clusters
  Score: Raw -42915347.886244 + Penalty 4200.220014 = -42911147.666229
  nChanged 18
		SP:Iteration 21Q (30667.100000 sec): 3 clusters
  Score: Raw -42915364.663877 + Penalty 4200.220014 = -42911164.443863
  nChanged 10
		SP:Iteration 22Q (30669.090000 sec): 3 clusters
  Score: Raw -42915373.373111 + Penalty 4200.220014 = -42911173.153097
  nChanged 8
		SP:Iteration 23Q (30671.010000 sec): 3 clusters
  Score: Raw -42915379.194895 + Penalty 4200.220014 = -42911178.974881
  nChanged 6
		SP:Iteration 24Q (30672.680000 sec): 3 clusters
  Score: Raw -42915383.380793 + Penalty 4200.220014 = -42911183.160779
  nChanged 6
		SP:Iteration 25Q (30674.520000 sec): 3 clusters
  Score: Raw -42915387.910317 + Penalty 4200.220014 = -42911187.690303
  nChanged 3
		SP:Iteration 26Q (30676.380000 sec): 3 clusters
  Score: Raw -42915389.989408 + Penalty 4200.220014 = -42911189.769394
  nChanged 2
		SP:Iteration 27Q (30678.130000 sec): 3 clusters
  Score: Raw -42915392.045406 + Penalty 4200.220014 = -42911191.825392
  nChanged 3
		SP:Iteration 28Q (30679.980000 sec): 3 clusters
  Score: Raw -42915394.489443 + Penalty 4200.220014 = -42911194.269429
  nChanged 0
		SP:Iteration 29F (30681.880000 sec): 3 clusters
  Score: Raw -42915394.489443 + Penalty 4200.220014 = -42911194.269429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30682.180000 sec): 2 clusters
  Score: Raw -1327520.157585 + Penalty 1539.701542 = -1325980.456043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30682.410000 sec): 3 clusters
  Score: Raw -1319979.470136 + Penalty 3079.403084 = -1316900.067051
  nChanged 5712
		SP:Iteration 1F (30682.690000 sec): 3 clusters
  Score: Raw -1323052.615223 + Penalty 3079.403084 = -1319973.212139
  nChanged 758
		SP:Iteration 2F (30682.910000 sec): 3 clusters
  Score: Raw -1323353.583691 + Penalty 3079.403084 = -1320274.180606
  nChanged 667
		SP:Iteration 3F (30683.130000 sec): 3 clusters
  Score: Raw -1323633.297237 + Penalty 3079.403084 = -1320553.894153
  nChanged 670
		SP:Iteration 4F (30683.390000 sec): 3 clusters
  Score: Raw -1323958.453738 + Penalty 3079.403084 = -1320879.050654
  nChanged 727
		SP:Iteration 5F (30683.620000 sec): 3 clusters
  Score: Raw -1324382.879345 + Penalty 3079.403084 = -1321303.476260
  nChanged 790
		SP:Iteration 6F (30683.850000 sec): 3 clusters
  Score: Raw -1324927.025291 + Penalty 3079.403084 = -1321847.622207
  nChanged 846
		SP:Iteration 7F (30684.040000 sec): 3 clusters
  Score: Raw -1325579.486032 + Penalty 3079.403084 = -1322500.082948
  nChanged 772
		SP:Iteration 8F (30684.240000 sec): 3 clusters
  Score: Raw -1326223.504777 + Penalty 3079.403084 = -1323144.101693
  nChanged 595
		SP:Iteration 9Q (30684.470000 sec): 3 clusters
  Score: Raw -1326742.002258 + Penalty 3079.403084 = -1323662.599174
  nChanged 423
		SP:Iteration 10Q (30684.730000 sec): 3 clusters
  Score: Raw -1327127.263129 + Penalty 3079.403084 = -1324047.860044
  nChanged 264
		SP:Iteration 11Q (30684.960000 sec): 3 clusters
  Score: Raw -1327375.095036 + Penalty 3079.403084 = -1324295.691952
  nChanged 142
		SP:Iteration 12Q (30685.160000 sec): 3 clusters
  Score: Raw -1327508.626311 + Penalty 3079.403084 = -1324429.223226
  nChanged 68
		SP:Iteration 13Q (30685.400000 sec): 3 clusters
  Score: Raw -1327568.494832 + Penalty 3079.403084 = -1324489.091748
  nChanged 39
		SP:Iteration 14Q (30685.640000 sec): 3 clusters
  Score: Raw -1327604.289619 + Penalty 3079.403084 = -1324524.886535
  nChanged 25
		SP:Iteration 15Q (30685.820000 sec): 3 clusters
  Score: Raw -1327624.559515 + Penalty 3079.403084 = -1324545.156431
  nChanged 15
		SP:Iteration 16Q (30686.080000 sec): 3 clusters
  Score: Raw -1327640.988411 + Penalty 3079.403084 = -1324561.585327
  nChanged 10
		SP:Iteration 17Q (30686.260000 sec): 3 clusters
  Score: Raw -1327651.833067 + Penalty 3079.403084 = -1324572.429983
  nChanged 12
		SP:Iteration 18Q (30686.490000 sec): 3 clusters
  Score: Raw -1327663.794126 + Penalty 3079.403084 = -1324584.391041
  nChanged 6
		SP:Iteration 19Q (30686.730000 sec): 3 clusters
  Score: Raw -1327671.789241 + Penalty 3079.403084 = -1324592.386156
  nChanged 12
		SP:Iteration 20F (30686.930000 sec): 3 clusters
  Score: Raw -1327683.341518 + Penalty 3079.403084 = -1324603.938434
  nChanged 8
		SP:Iteration 21Q (30687.160000 sec): 3 clusters
  Score: Raw -1327694.498432 + Penalty 3079.403084 = -1324615.095348
  nChanged 6
		SP:Iteration 22Q (30687.410000 sec): 3 clusters
  Score: Raw -1327703.632197 + Penalty 3079.403084 = -1324624.229113
  nChanged 7
		SP:Iteration 23Q (30687.630000 sec): 3 clusters
  Score: Raw -1327711.018790 + Penalty 3079.403084 = -1324631.615705
  nChanged 4
		SP:Iteration 24Q (30687.840000 sec): 3 clusters
  Score: Raw -1327717.026941 + Penalty 3079.403084 = -1324637.623856
  nChanged 4
		SP:Iteration 25Q (30688.120000 sec): 3 clusters
  Score: Raw -1327722.930905 + Penalty 3079.403084 = -1324643.527821
  nChanged 4
		SP:Iteration 26Q (30688.330000 sec): 3 clusters
  Score: Raw -1327727.129080 + Penalty 3079.403084 = -1324647.725996
  nChanged 2
		SP:Iteration 27Q (30688.560000 sec): 3 clusters
  Score: Raw -1327728.140382 + Penalty 3079.403084 = -1324648.737298
  nChanged 0
		SP:Iteration 28F (30688.760000 sec): 3 clusters
  Score: Raw -1327728.140382 + Penalty 3079.403084 = -1324648.737298
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30688.870000 sec): 2 clusters
  Score: Raw -130973.839174 + Penalty 1170.190269 = -129803.648905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30689.040000 sec): 3 clusters
  Score: Raw -130474.188324 + Penalty 2340.380537 = -128133.807787
  nChanged 432
		SP:Iteration 1F (30689.240000 sec): 3 clusters
  Score: Raw -131021.265897 + Penalty 2340.380537 = -128680.885360
  nChanged 177
		SP:Iteration 2F (30689.420000 sec): 3 clusters
  Score: Raw -131356.148778 + Penalty 2340.380537 = -129015.768241
  nChanged 119
		SP:Iteration 3F (30689.600000 sec): 3 clusters
  Score: Raw -131565.072932 + Penalty 2340.380537 = -129224.692395
  nChanged 75
		SP:Iteration 4F (30689.830000 sec): 3 clusters
  Score: Raw -131672.469858 + Penalty 2340.380537 = -129332.089321
  nChanged 41
		SP:Iteration 5Q (30690.000000 sec): 3 clusters
  Score: Raw -131718.679183 + Penalty 2340.380537 = -129378.298646
  nChanged 29
		SP:Iteration 6Q (30690.150000 sec): 3 clusters
  Score: Raw -131751.652644 + Penalty 2340.380537 = -129411.272107
  nChanged 14
		SP:Iteration 7Q (30690.340000 sec): 3 clusters
  Score: Raw -131760.520181 + Penalty 2340.380537 = -129420.139644
  nChanged 2
		SP:Iteration 8Q (30690.520000 sec): 3 clusters
  Score: Raw -131761.877862 + Penalty 2340.380537 = -129421.497325
  nChanged 1
		SP:Iteration 9Q (30690.730000 sec): 3 clusters
  Score: Raw -131762.654184 + Penalty 2340.380537 = -129422.273647
  nChanged 1
		SP:Iteration 10Q (30690.880000 sec): 3 clusters
  Score: Raw -131763.821538 + Penalty 2340.380537 = -129423.441001
  nChanged 2
		SP:Iteration 11Q (30691.040000 sec): 3 clusters
  Score: Raw -131765.089600 + Penalty 2340.380537 = -129424.709063
  nChanged 3
		SP:Iteration 12Q (30691.250000 sec): 3 clusters
  Score: Raw -131770.397507 + Penalty 2340.380537 = -129430.016970
  nChanged 1
		SP:Iteration 13Q (30691.410000 sec): 3 clusters
  Score: Raw -131770.981884 + Penalty 2340.380537 = -129430.601346
  nChanged 0
		SP:Iteration 14F (30691.560000 sec): 3 clusters
  Score: Raw -131770.981884 + Penalty 2340.380537 = -129430.601346
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (37787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30691.790000 sec): 2 clusters
  Score: Raw -4184313.657811 + Penalty 1712.704566 = -4182600.953245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30692.130000 sec): 3 clusters
  Score: Raw -4160697.489843 + Penalty 3425.409132 = -4157272.080710
  nChanged 17406
		SP:Iteration 1F (30692.500000 sec): 3 clusters
  Score: Raw -4170550.640185 + Penalty 3425.409132 = -4167125.231053
  nChanged 1435
		SP:Iteration 2Q (30692.890000 sec): 3 clusters
  Score: Raw -4170926.902367 + Penalty 3425.409132 = -4167501.493234
  nChanged 1366
		SP:Iteration 3Q (30693.250000 sec): 3 clusters
  Score: Raw -4171274.326357 + Penalty 3425.409132 = -4167848.917225
  nChanged 1245
		SP:Iteration 4Q (30693.630000 sec): 3 clusters
  Score: Raw -4171587.594436 + Penalty 3425.409132 = -4168162.185304
  nChanged 1247
		SP:Iteration 5Q (30693.990000 sec): 3 clusters
  Score: Raw -4171930.446174 + Penalty 3425.409132 = -4168505.037041
  nChanged 1333
		SP:Iteration 6Q (30694.350000 sec): 3 clusters
  Score: Raw -4172415.527762 + Penalty 3425.409132 = -4168990.118629
  nChanged 1488
		SP:Iteration 7Q (30694.710000 sec): 3 clusters
  Score: Raw -4173088.187306 + Penalty 3425.409132 = -4169662.778174
  nChanged 1752
		SP:Iteration 8Q (30695.080000 sec): 3 clusters
  Score: Raw -4174143.441471 + Penalty 3425.409132 = -4170718.032339
  nChanged 2041
		SP:Iteration 9F (30695.430000 sec): 3 clusters
  Score: Raw -4175627.492788 + Penalty 3425.409132 = -4172202.083656
  nChanged 2143
		SP:Iteration 10F (30695.790000 sec): 3 clusters
  Score: Raw -4177395.722079 + Penalty 3425.409132 = -4173970.312947
  nChanged 1917
		SP:Iteration 11F (30696.140000 sec): 3 clusters
  Score: Raw -4178985.752153 + Penalty 3425.409132 = -4175560.343021
  nChanged 1566
		SP:Iteration 12Q (30696.540000 sec): 3 clusters
  Score: Raw -4180163.201208 + Penalty 3425.409132 = -4176737.792076
  nChanged 1249
		SP:Iteration 13Q (30696.950000 sec): 3 clusters
  Score: Raw -4181024.314094 + Penalty 3425.409132 = -4177598.904962
  nChanged 972
		SP:Iteration 14Q (30697.280000 sec): 3 clusters
  Score: Raw -4181618.101364 + Penalty 3425.409132 = -4178192.692232
  nChanged 770
		SP:Iteration 15Q (30697.620000 sec): 3 clusters
  Score: Raw -4182056.133420 + Penalty 3425.409132 = -4178630.724287
  nChanged 651
		SP:Iteration 16Q (30697.970000 sec): 3 clusters
  Score: Raw -4182408.550408 + Penalty 3425.409132 = -4178983.141276
  nChanged 529
		SP:Iteration 17Q (30698.280000 sec): 3 clusters
  Score: Raw -4182693.883469 + Penalty 3425.409132 = -4179268.474337
  nChanged 513
		SP:Iteration 18Q (30698.700000 sec): 3 clusters
  Score: Raw -4182990.923520 + Penalty 3425.409132 = -4179565.514388
  nChanged 447
		SP:Iteration 19Q (30699.030000 sec): 3 clusters
  Score: Raw -4183253.612138 + Penalty 3425.409132 = -4179828.203005
  nChanged 375
		SP:Iteration 20F (30699.350000 sec): 3 clusters
  Score: Raw -4183487.971857 + Penalty 3425.409132 = -4180062.562724
  nChanged 325
		SP:Iteration 21Q (30699.670000 sec): 3 clusters
  Score: Raw -4183698.659381 + Penalty 3425.409132 = -4180273.250249
  nChanged 263
		SP:Iteration 22Q (30700.010000 sec): 3 clusters
  Score: Raw -4183870.398829 + Penalty 3425.409132 = -4180444.989696
  nChanged 200
		SP:Iteration 23Q (30700.330000 sec): 3 clusters
  Score: Raw -4183997.826646 + Penalty 3425.409132 = -4180572.417514
  nChanged 166
		SP:Iteration 24Q (30700.660000 sec): 3 clusters
  Score: Raw -4184117.203080 + Penalty 3425.409132 = -4180691.793948
  nChanged 140
		SP:Iteration 25Q (30701.020000 sec): 3 clusters
  Score: Raw -4184214.849509 + Penalty 3425.409132 = -4180789.440377
  nChanged 99
		SP:Iteration 26Q (30701.360000 sec): 3 clusters
  Score: Raw -4184286.803382 + Penalty 3425.409132 = -4180861.394249
  nChanged 79
		SP:Iteration 27Q (30701.680000 sec): 3 clusters
  Score: Raw -4184346.224248 + Penalty 3425.409132 = -4180920.815116
  nChanged 52
		SP:Iteration 28Q (30702.030000 sec): 3 clusters
  Score: Raw -4184383.859720 + Penalty 3425.409132 = -4180958.450588
  nChanged 38
		SP:Iteration 29Q (30702.400000 sec): 3 clusters
  Score: Raw -4184409.198408 + Penalty 3425.409132 = -4180983.789275
  nChanged 33
		SP:Iteration 30Q (30702.690000 sec): 3 clusters
  Score: Raw -4184430.805628 + Penalty 3425.409132 = -4181005.396495
  nChanged 21
		SP:Iteration 31Q (30703.040000 sec): 3 clusters
  Score: Raw -4184446.708749 + Penalty 3425.409132 = -4181021.299617
  nChanged 16
		SP:Iteration 32Q (30703.360000 sec): 3 clusters
  Score: Raw -4184458.009218 + Penalty 3425.409132 = -4181032.600086
  nChanged 14
		SP:Iteration 33Q (30703.710000 sec): 3 clusters
  Score: Raw -4184466.195643 + Penalty 3425.409132 = -4181040.786510
  nChanged 5
		SP:Iteration 34Q (30704.100000 sec): 3 clusters
  Score: Raw -4184471.332104 + Penalty 3425.409132 = -4181045.922972
  nChanged 6
		SP:Iteration 35Q (30704.420000 sec): 3 clusters
  Score: Raw -4184478.737714 + Penalty 3425.409132 = -4181053.328582
  nChanged 8
		SP:Iteration 36Q (30704.750000 sec): 3 clusters
  Score: Raw -4184485.469079 + Penalty 3425.409132 = -4181060.059947
  nChanged 7
		SP:Iteration 37Q (30705.100000 sec): 3 clusters
  Score: Raw -4184489.320549 + Penalty 3425.409132 = -4181063.911416
  nChanged 1
		SP:Iteration 38Q (30705.420000 sec): 3 clusters
  Score: Raw -4184489.954810 + Penalty 3425.409132 = -4181064.545677
  nChanged 0
		SP:Iteration 39F (30705.790000 sec): 3 clusters
  Score: Raw -4184489.954810 + Penalty 3425.409132 = -4181064.545677
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30706.000000 sec): 2 clusters
  Score: Raw -3232864.242620 + Penalty 1684.642842 = -3231179.599778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30706.320000 sec): 3 clusters
  Score: Raw -3213106.790829 + Penalty 3369.285683 = -3209737.505146
  nChanged 14744
		SP:Iteration 1F (30706.600000 sec): 3 clusters
  Score: Raw -3221473.522039 + Penalty 3369.285683 = -3218104.236355
  nChanged 1467
		SP:Iteration 2Q (30706.980000 sec): 3 clusters
  Score: Raw -3221937.479539 + Penalty 3369.285683 = -3218568.193856
  nChanged 1366
		SP:Iteration 3Q (30707.350000 sec): 3 clusters
  Score: Raw -3222409.678075 + Penalty 3369.285683 = -3219040.392392
  nChanged 1385
		SP:Iteration 4Q (30707.650000 sec): 3 clusters
  Score: Raw -3222958.485385 + Penalty 3369.285683 = -3219589.199702
  nChanged 1457
		SP:Iteration 5Q (30707.990000 sec): 3 clusters
  Score: Raw -3223641.249199 + Penalty 3369.285683 = -3220271.963515
  nChanged 1628
		SP:Iteration 6F (30708.340000 sec): 3 clusters
  Score: Raw -3224586.667600 + Penalty 3369.285683 = -3221217.381917
  nChanged 1873
		SP:Iteration 7F (30708.630000 sec): 3 clusters
  Score: Raw -3225931.998181 + Penalty 3369.285683 = -3222562.712497
  nChanged 2023
		SP:Iteration 8F (30708.970000 sec): 3 clusters
  Score: Raw -3227522.965079 + Penalty 3369.285683 = -3224153.679395
  nChanged 1863
		SP:Iteration 9F (30709.290000 sec): 3 clusters
  Score: Raw -3229061.801874 + Penalty 3369.285683 = -3225692.516191
  nChanged 1582
		SP:Iteration 10Q (30709.600000 sec): 3 clusters
  Score: Raw -3230201.700089 + Penalty 3369.285683 = -3226832.414405
  nChanged 1161
		SP:Iteration 11Q (30709.920000 sec): 3 clusters
  Score: Raw -3230906.175155 + Penalty 3369.285683 = -3227536.889472
  nChanged 849
		SP:Iteration 12Q (30710.250000 sec): 3 clusters
  Score: Raw -3231360.696517 + Penalty 3369.285683 = -3227991.410834
  nChanged 681
		SP:Iteration 13Q (30710.550000 sec): 3 clusters
  Score: Raw -3231718.501563 + Penalty 3369.285683 = -3228349.215880
  nChanged 614
		SP:Iteration 14Q (30710.880000 sec): 3 clusters
  Score: Raw -3232039.481741 + Penalty 3369.285683 = -3228670.196058
  nChanged 552
		SP:Iteration 15Q (30711.230000 sec): 3 clusters
  Score: Raw -3232323.454982 + Penalty 3369.285683 = -3228954.169299
  nChanged 458
		SP:Iteration 16Q (30711.520000 sec): 3 clusters
  Score: Raw -3232549.305636 + Penalty 3369.285683 = -3229180.019952
  nChanged 431
		SP:Iteration 17Q (30711.850000 sec): 3 clusters
  Score: Raw -3232772.483798 + Penalty 3369.285683 = -3229403.198114
  nChanged 387
		SP:Iteration 18Q (30712.170000 sec): 3 clusters
  Score: Raw -3232974.571731 + Penalty 3369.285683 = -3229605.286048
  nChanged 326
		SP:Iteration 19Q (30712.480000 sec): 3 clusters
  Score: Raw -3233146.332773 + Penalty 3369.285683 = -3229777.047090
  nChanged 304
		SP:Iteration 20F (30712.780000 sec): 3 clusters
  Score: Raw -3233336.115465 + Penalty 3369.285683 = -3229966.829781
  nChanged 277
		SP:Iteration 21Q (30713.090000 sec): 3 clusters
  Score: Raw -3233513.525488 + Penalty 3369.285683 = -3230144.239804
  nChanged 265
		SP:Iteration 22Q (30713.420000 sec): 3 clusters
  Score: Raw -3233683.324819 + Penalty 3369.285683 = -3230314.039136
  nChanged 210
		SP:Iteration 23Q (30713.740000 sec): 3 clusters
  Score: Raw -3233851.652149 + Penalty 3369.285683 = -3230482.366466
  nChanged 192
		SP:Iteration 24Q (30714.050000 sec): 3 clusters
  Score: Raw -3234025.863828 + Penalty 3369.285683 = -3230656.578145
  nChanged 164
		SP:Iteration 25Q (30714.360000 sec): 3 clusters
  Score: Raw -3234150.637730 + Penalty 3369.285683 = -3230781.352047
  nChanged 121
		SP:Iteration 26Q (30714.740000 sec): 3 clusters
  Score: Raw -3234207.983724 + Penalty 3369.285683 = -3230838.698041
  nChanged 94
		SP:Iteration 27Q (30715.040000 sec): 3 clusters
  Score: Raw -3234238.737966 + Penalty 3369.285683 = -3230869.452283
  nChanged 71
		SP:Iteration 28Q (30715.400000 sec): 3 clusters
  Score: Raw -3234256.947156 + Penalty 3369.285683 = -3230887.661473
  nChanged 50
		SP:Iteration 29Q (30715.720000 sec): 3 clusters
  Score: Raw -3234268.119822 + Penalty 3369.285683 = -3230898.834139
  nChanged 33
		SP:Iteration 30Q (30716.020000 sec): 3 clusters
  Score: Raw -3234274.709785 + Penalty 3369.285683 = -3230905.424101
  nChanged 26
		SP:Iteration 31Q (30716.330000 sec): 3 clusters
  Score: Raw -3234278.890203 + Penalty 3369.285683 = -3230909.604520
  nChanged 18
		SP:Iteration 32Q (30716.660000 sec): 3 clusters
  Score: Raw -3234281.594416 + Penalty 3369.285683 = -3230912.308733
  nChanged 14
		SP:Iteration 33Q (30716.950000 sec): 3 clusters
  Score: Raw -3234283.548789 + Penalty 3369.285683 = -3230914.263106
  nChanged 5
		SP:Iteration 34Q (30717.270000 sec): 3 clusters
  Score: Raw -3234284.090329 + Penalty 3369.285683 = -3230914.804646
  nChanged 9
		SP:Iteration 35Q (30717.610000 sec): 3 clusters
  Score: Raw -3234285.283466 + Penalty 3369.285683 = -3230915.997783
  nChanged 8
		SP:Iteration 36Q (30717.870000 sec): 3 clusters
  Score: Raw -3234286.269404 + Penalty 3369.285683 = -3230916.983721
  nChanged 7
		SP:Iteration 37Q (30718.230000 sec): 3 clusters
  Score: Raw -3234287.095998 + Penalty 3369.285683 = -3230917.810315
  nChanged 5
		SP:Iteration 38Q (30718.540000 sec): 3 clusters
  Score: Raw -3234287.564190 + Penalty 3369.285683 = -3230918.278507
  nChanged 2
		SP:Iteration 39Q (30718.870000 sec): 3 clusters
  Score: Raw -3234287.736330 + Penalty 3369.285683 = -3230918.450646
  nChanged 2
		SP:Iteration 40F (30719.210000 sec): 3 clusters
  Score: Raw -3234287.861333 + Penalty 3369.285683 = -3230918.575649
  nChanged 1
		SP:Iteration 41Q (30719.520000 sec): 3 clusters
  Score: Raw -3234287.965961 + Penalty 3369.285683 = -3230918.680278
  nChanged 0
		SP:Iteration 42F (30719.850000 sec): 3 clusters
  Score: Raw -3234287.965961 + Penalty 3369.285683 = -3230918.680278
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30719.970000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30720.130000 sec): 3 clusters
  Score: Raw -60320.783787 + Penalty 2081.699249 = -58239.084539
  nChanged 168
		SP:Iteration 1F (30720.260000 sec): 3 clusters
  Score: Raw -60506.605662 + Penalty 2081.699249 = -58424.906414
  nChanged 41
		SP:Iteration 2F (30720.430000 sec): 3 clusters
  Score: Raw -60588.106182 + Penalty 2081.699249 = -58506.406933
  nChanged 32
		SP:Iteration 3F (30720.620000 sec): 3 clusters
  Score: Raw -60653.696800 + Penalty 2081.699249 = -58571.997551
  nChanged 18
		SP:Iteration 4Q (30720.810000 sec): 3 clusters
  Score: Raw -60689.854763 + Penalty 2081.699249 = -58608.155515
  nChanged 16
		SP:Iteration 5Q (30720.950000 sec): 3 clusters
  Score: Raw -60735.019507 + Penalty 2081.699249 = -58653.320259
  nChanged 9
		SP:Iteration 6Q (30721.150000 sec): 3 clusters
  Score: Raw -60749.397082 + Penalty 2081.699249 = -58667.697833
  nChanged 6
		SP:Iteration 7Q (30721.310000 sec): 3 clusters
  Score: Raw -60765.648209 + Penalty 2081.699249 = -58683.948960
  nChanged 9
		SP:Iteration 8Q (30721.490000 sec): 3 clusters
  Score: Raw -60783.804008 + Penalty 2081.699249 = -58702.104759
  nChanged 6
		SP:Iteration 9Q (30721.690000 sec): 3 clusters
  Score: Raw -60800.935570 + Penalty 2081.699249 = -58719.236321
  nChanged 8
		SP:Iteration 10Q (30721.850000 sec): 3 clusters
  Score: Raw -60816.650343 + Penalty 2081.699249 = -58734.951094
  nChanged 6
		SP:Iteration 11Q (30721.990000 sec): 3 clusters
  Score: Raw -60829.639692 + Penalty 2081.699249 = -58747.940443
  nChanged 5
		SP:Iteration 12Q (30722.210000 sec): 3 clusters
  Score: Raw -60839.144617 + Penalty 2081.699249 = -58757.445368
  nChanged 7
		SP:Iteration 13Q (30722.360000 sec): 3 clusters
  Score: Raw -60849.892757 + Penalty 2081.699249 = -58768.193508
  nChanged 6
		SP:Iteration 14Q (30722.510000 sec): 3 clusters
  Score: Raw -60860.660995 + Penalty 2081.699249 = -58778.961746
  nChanged 6
		SP:Iteration 15Q (30722.700000 sec): 3 clusters
  Score: Raw -60869.235277 + Penalty 2081.699249 = -58787.536028
  nChanged 4
		SP:Iteration 16Q (30722.830000 sec): 3 clusters
  Score: Raw -60874.558646 + Penalty 2081.699249 = -58792.859397
  nChanged 2
		SP:Iteration 17Q (30722.990000 sec): 3 clusters
  Score: Raw -60880.127197 + Penalty 2081.699249 = -58798.427948
  nChanged 2
		SP:Iteration 18Q (30723.110000 sec): 3 clusters
  Score: Raw -60888.336192 + Penalty 2081.699249 = -58806.636944
  nChanged 4
		SP:Iteration 19Q (30723.280000 sec): 3 clusters
  Score: Raw -60897.490369 + Penalty 2081.699249 = -58815.791120
  nChanged 2
		SP:Iteration 20F (30723.470000 sec): 3 clusters
  Score: Raw -60901.434328 + Penalty 2081.699249 = -58819.735079
  nChanged 2
		SP:Iteration 21Q (30723.620000 sec): 3 clusters
  Score: Raw -60905.309602 + Penalty 2081.699249 = -58823.610353
  nChanged 0
		SP:Iteration 22F (30723.850000 sec): 3 clusters
  Score: Raw -60905.309602 + Penalty 2081.699249 = -58823.610353
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30723.970000 sec): 2 clusters
  Score: Raw -1501838.700427 + Penalty 1553.352779 = -1500285.347648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30724.210000 sec): 3 clusters
  Score: Raw -1493453.401222 + Penalty 3106.705558 = -1490346.695664
  nChanged 6370
		SP:Iteration 1F (30724.490000 sec): 3 clusters
  Score: Raw -1496872.317348 + Penalty 3106.705558 = -1493765.611790
  nChanged 699
		SP:Iteration 2Q (30724.770000 sec): 3 clusters
  Score: Raw -1497094.344850 + Penalty 3106.705558 = -1493987.639292
  nChanged 602
		SP:Iteration 3Q (30725.010000 sec): 3 clusters
  Score: Raw -1497290.034460 + Penalty 3106.705558 = -1494183.328902
  nChanged 560
		SP:Iteration 4Q (30725.250000 sec): 3 clusters
  Score: Raw -1497477.043721 + Penalty 3106.705558 = -1494370.338162
  nChanged 549
		SP:Iteration 5Q (30725.470000 sec): 3 clusters
  Score: Raw -1497663.757307 + Penalty 3106.705558 = -1494557.051749
  nChanged 522
		SP:Iteration 6Q (30725.740000 sec): 3 clusters
  Score: Raw -1497847.936021 + Penalty 3106.705558 = -1494741.230462
  nChanged 528
		SP:Iteration 7Q (30725.950000 sec): 3 clusters
  Score: Raw -1498042.294957 + Penalty 3106.705558 = -1494935.589399
  nChanged 548
		SP:Iteration 8Q (30726.210000 sec): 3 clusters
  Score: Raw -1498262.494408 + Penalty 3106.705558 = -1495155.788850
  nChanged 577
		SP:Iteration 9Q (30726.390000 sec): 3 clusters
  Score: Raw -1498524.200584 + Penalty 3106.705558 = -1495417.495026
  nChanged 625
		SP:Iteration 10Q (30726.620000 sec): 3 clusters
  Score: Raw -1498822.052305 + Penalty 3106.705558 = -1495715.346747
  nChanged 659
		SP:Iteration 11Q (30726.900000 sec): 3 clusters
  Score: Raw -1499146.390258 + Penalty 3106.705558 = -1496039.684700
  nChanged 645
		SP:Iteration 12Q (30727.130000 sec): 3 clusters
  Score: Raw -1499479.223569 + Penalty 3106.705558 = -1496372.518011
  nChanged 611
		SP:Iteration 13Q (30727.380000 sec): 3 clusters
  Score: Raw -1499814.557120 + Penalty 3106.705558 = -1496707.851562
  nChanged 570
		SP:Iteration 14Q (30727.640000 sec): 3 clusters
  Score: Raw -1500158.170666 + Penalty 3106.705558 = -1497051.465108
  nChanged 524
		SP:Iteration 15Q (30727.880000 sec): 3 clusters
  Score: Raw -1500483.227849 + Penalty 3106.705558 = -1497376.522291
  nChanged 466
		SP:Iteration 16Q (30728.100000 sec): 3 clusters
  Score: Raw -1500803.015633 + Penalty 3106.705558 = -1497696.310075
  nChanged 429
		SP:Iteration 17Q (30728.370000 sec): 3 clusters
  Score: Raw -1501119.649997 + Penalty 3106.705558 = -1498012.944439
  nChanged 354
		SP:Iteration 18Q (30728.580000 sec): 3 clusters
  Score: Raw -1501387.255367 + Penalty 3106.705558 = -1498280.549809
  nChanged 262
		SP:Iteration 19Q (30728.860000 sec): 3 clusters
  Score: Raw -1501591.040332 + Penalty 3106.705558 = -1498484.334774
  nChanged 191
		SP:Iteration 20F (30729.070000 sec): 3 clusters
  Score: Raw -1501744.385473 + Penalty 3106.705558 = -1498637.679915
  nChanged 141
		SP:Iteration 21Q (30729.340000 sec): 3 clusters
  Score: Raw -1501851.123376 + Penalty 3106.705558 = -1498744.417818
  nChanged 88
		SP:Iteration 22Q (30729.560000 sec): 3 clusters
  Score: Raw -1501916.840488 + Penalty 3106.705558 = -1498810.134930
  nChanged 59
		SP:Iteration 23Q (30729.800000 sec): 3 clusters
  Score: Raw -1501967.621591 + Penalty 3106.705558 = -1498860.916033
  nChanged 33
		SP:Iteration 24Q (30730.020000 sec): 3 clusters
  Score: Raw -1502000.388626 + Penalty 3106.705558 = -1498893.683068
  nChanged 27
		SP:Iteration 25Q (30730.240000 sec): 3 clusters
  Score: Raw -1502033.203100 + Penalty 3106.705558 = -1498926.497542
  nChanged 28
		SP:Iteration 26Q (30730.450000 sec): 3 clusters
  Score: Raw -1502068.596082 + Penalty 3106.705558 = -1498961.890524
  nChanged 35
		SP:Iteration 27Q (30730.680000 sec): 3 clusters
  Score: Raw -1502099.578633 + Penalty 3106.705558 = -1498992.873075
  nChanged 18
		SP:Iteration 28Q (30730.950000 sec): 3 clusters
  Score: Raw -1502115.950235 + Penalty 3106.705558 = -1499009.244676
  nChanged 16
		SP:Iteration 29Q (30731.170000 sec): 3 clusters
  Score: Raw -1502127.492947 + Penalty 3106.705558 = -1499020.787389
  nChanged 14
		SP:Iteration 30Q (30731.370000 sec): 3 clusters
  Score: Raw -1502142.886541 + Penalty 3106.705558 = -1499036.180983
  nChanged 16
		SP:Iteration 31Q (30731.620000 sec): 3 clusters
  Score: Raw -1502154.198471 + Penalty 3106.705558 = -1499047.492913
  nChanged 8
		SP:Iteration 32Q (30731.880000 sec): 3 clusters
  Score: Raw -1502164.356837 + Penalty 3106.705558 = -1499057.651279
  nChanged 10
		SP:Iteration 33Q (30732.060000 sec): 3 clusters
  Score: Raw -1502172.903532 + Penalty 3106.705558 = -1499066.197974
  nChanged 9
		SP:Iteration 34Q (30732.290000 sec): 3 clusters
  Score: Raw -1502181.514784 + Penalty 3106.705558 = -1499074.809226
  nChanged 9
		SP:Iteration 35Q (30732.490000 sec): 3 clusters
  Score: Raw -1502191.177412 + Penalty 3106.705558 = -1499084.471853
  nChanged 6
		SP:Iteration 36Q (30732.700000 sec): 3 clusters
  Score: Raw -1502196.075490 + Penalty 3106.705558 = -1499089.369931
  nChanged 5
		SP:Iteration 37Q (30732.960000 sec): 3 clusters
  Score: Raw -1502199.917616 + Penalty 3106.705558 = -1499093.212057
  nChanged 5
		SP:Iteration 38Q (30733.180000 sec): 3 clusters
  Score: Raw -1502206.866130 + Penalty 3106.705558 = -1499100.160571
  nChanged 6
		SP:Iteration 39Q (30733.390000 sec): 3 clusters
  Score: Raw -1502213.668196 + Penalty 3106.705558 = -1499106.962638
  nChanged 6
		SP:Iteration 40F (30733.610000 sec): 3 clusters
  Score: Raw -1502218.241536 + Penalty 3106.705558 = -1499111.535978
  nChanged 5
		SP:Iteration 41Q (30733.870000 sec): 3 clusters
  Score: Raw -1502221.340718 + Penalty 3106.705558 = -1499114.635160
  nChanged 2
		SP:Iteration 42Q (30734.100000 sec): 3 clusters
  Score: Raw -1502222.093654 + Penalty 3106.705558 = -1499115.388096
  nChanged 0
		SP:Iteration 43F (30734.350000 sec): 3 clusters
  Score: Raw -1502222.093654 + Penalty 3106.705558 = -1499115.388096
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30734.550000 sec): 2 clusters
  Score: Raw -2485173.270142 + Penalty 1638.231483 = -2483535.038659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30734.810000 sec): 3 clusters
  Score: Raw -2470625.612380 + Penalty 3276.462966 = -2467349.149414
  nChanged 10798
		SP:Iteration 1F (30735.070000 sec): 3 clusters
  Score: Raw -2476939.061161 + Penalty 3276.462966 = -2473662.598195
  nChanged 1271
		SP:Iteration 2F (30735.400000 sec): 3 clusters
  Score: Raw -2477428.905659 + Penalty 3276.462966 = -2474152.442693
  nChanged 1230
		SP:Iteration 3F (30735.650000 sec): 3 clusters
  Score: Raw -2477922.423933 + Penalty 3276.462966 = -2474645.960966
  nChanged 1201
		SP:Iteration 4F (30735.950000 sec): 3 clusters
  Score: Raw -2478440.554836 + Penalty 3276.462966 = -2475164.091870
  nChanged 1196
		SP:Iteration 5F (30736.220000 sec): 3 clusters
  Score: Raw -2478996.389578 + Penalty 3276.462966 = -2475719.926612
  nChanged 1247
		SP:Iteration 6F (30736.520000 sec): 3 clusters
  Score: Raw -2479660.283915 + Penalty 3276.462966 = -2476383.820948
  nChanged 1282
		SP:Iteration 7F (30736.780000 sec): 3 clusters
  Score: Raw -2480429.447826 + Penalty 3276.462966 = -2477152.984860
  nChanged 1233
		SP:Iteration 8F (30737.030000 sec): 3 clusters
  Score: Raw -2481243.113845 + Penalty 3276.462966 = -2477966.650879
  nChanged 1174
		SP:Iteration 9Q (30737.300000 sec): 3 clusters
  Score: Raw -2482055.620505 + Penalty 3276.462966 = -2478779.157539
  nChanged 1022
		SP:Iteration 10Q (30737.540000 sec): 3 clusters
  Score: Raw -2482867.440620 + Penalty 3276.462966 = -2479590.977654
  nChanged 866
		SP:Iteration 11Q (30737.860000 sec): 3 clusters
  Score: Raw -2483585.779082 + Penalty 3276.462966 = -2480309.316115
  nChanged 653
		SP:Iteration 12Q (30738.140000 sec): 3 clusters
  Score: Raw -2484076.517023 + Penalty 3276.462966 = -2480800.054057
  nChanged 480
		SP:Iteration 13Q (30738.420000 sec): 3 clusters
  Score: Raw -2484387.398701 + Penalty 3276.462966 = -2481110.935735
  nChanged 355
		SP:Iteration 14Q (30738.740000 sec): 3 clusters
  Score: Raw -2484600.423682 + Penalty 3276.462966 = -2481323.960716
  nChanged 303
		SP:Iteration 15Q (30738.990000 sec): 3 clusters
  Score: Raw -2484785.352826 + Penalty 3276.462966 = -2481508.889860
  nChanged 240
		SP:Iteration 16Q (30739.260000 sec): 3 clusters
  Score: Raw -2484935.089831 + Penalty 3276.462966 = -2481658.626865
  nChanged 193
		SP:Iteration 17Q (30739.570000 sec): 3 clusters
  Score: Raw -2485040.242993 + Penalty 3276.462966 = -2481763.780027
  nChanged 162
		SP:Iteration 18Q (30739.810000 sec): 3 clusters
  Score: Raw -2485129.462012 + Penalty 3276.462966 = -2481852.999046
  nChanged 135
		SP:Iteration 19Q (30740.120000 sec): 3 clusters
  Score: Raw -2485202.275792 + Penalty 3276.462966 = -2481925.812825
  nChanged 107
		SP:Iteration 20F (30740.390000 sec): 3 clusters
  Score: Raw -2485268.255654 + Penalty 3276.462966 = -2481991.792687
  nChanged 83
		SP:Iteration 21Q (30740.620000 sec): 3 clusters
  Score: Raw -2485311.445563 + Penalty 3276.462966 = -2482034.982597
  nChanged 56
		SP:Iteration 22Q (30740.910000 sec): 3 clusters
  Score: Raw -2485335.890394 + Penalty 3276.462966 = -2482059.427428
  nChanged 44
		SP:Iteration 23Q (30741.170000 sec): 3 clusters
  Score: Raw -2485356.205492 + Penalty 3276.462966 = -2482079.742526
  nChanged 43
		SP:Iteration 24Q (30741.460000 sec): 3 clusters
  Score: Raw -2485381.626027 + Penalty 3276.462966 = -2482105.163061
  nChanged 40
		SP:Iteration 25Q (30741.750000 sec): 3 clusters
  Score: Raw -2485398.153856 + Penalty 3276.462966 = -2482121.690890
  nChanged 29
		SP:Iteration 26Q (30742.010000 sec): 3 clusters
  Score: Raw -2485411.224969 + Penalty 3276.462966 = -2482134.762003
  nChanged 24
		SP:Iteration 27Q (30742.260000 sec): 3 clusters
  Score: Raw -2485423.288746 + Penalty 3276.462966 = -2482146.825780
  nChanged 20
		SP:Iteration 28Q (30742.530000 sec): 3 clusters
  Score: Raw -2485433.028691 + Penalty 3276.462966 = -2482156.565725
  nChanged 25
		SP:Iteration 29Q (30742.820000 sec): 3 clusters
  Score: Raw -2485447.430473 + Penalty 3276.462966 = -2482170.967507
  nChanged 21
		SP:Iteration 30Q (30743.110000 sec): 3 clusters
  Score: Raw -2485457.948108 + Penalty 3276.462966 = -2482181.485142
  nChanged 10
		SP:Iteration 31Q (30743.340000 sec): 3 clusters
  Score: Raw -2485463.362990 + Penalty 3276.462966 = -2482186.900024
  nChanged 8
		SP:Iteration 32Q (30743.660000 sec): 3 clusters
  Score: Raw -2485467.455626 + Penalty 3276.462966 = -2482190.992660
  nChanged 9
		SP:Iteration 33Q (30743.940000 sec): 3 clusters
  Score: Raw -2485472.199353 + Penalty 3276.462966 = -2482195.736387
  nChanged 14
		SP:Iteration 34Q (30744.200000 sec): 3 clusters
  Score: Raw -2485478.981575 + Penalty 3276.462966 = -2482202.518609
  nChanged 9
		SP:Iteration 35Q (30744.470000 sec): 3 clusters
  Score: Raw -2485483.222290 + Penalty 3276.462966 = -2482206.759324
  nChanged 15
		SP:Iteration 36Q (30744.720000 sec): 3 clusters
  Score: Raw -2485489.988754 + Penalty 3276.462966 = -2482213.525788
  nChanged 10
		SP:Iteration 37Q (30744.990000 sec): 3 clusters
  Score: Raw -2485494.611832 + Penalty 3276.462966 = -2482218.148866
  nChanged 12
		SP:Iteration 38Q (30745.310000 sec): 3 clusters
  Score: Raw -2485502.192728 + Penalty 3276.462966 = -2482225.729762
  nChanged 10
		SP:Iteration 39Q (30745.590000 sec): 3 clusters
  Score: Raw -2485506.972253 + Penalty 3276.462966 = -2482230.509287
  nChanged 6
		SP:Iteration 40F (30745.830000 sec): 3 clusters
  Score: Raw -2485510.795887 + Penalty 3276.462966 = -2482234.332921
  nChanged 5
		SP:Iteration 41Q (30746.130000 sec): 3 clusters
  Score: Raw -2485515.305677 + Penalty 3276.462966 = -2482238.842711
  nChanged 4
		SP:Iteration 42Q (30746.410000 sec): 3 clusters
  Score: Raw -2485519.429954 + Penalty 3276.462966 = -2482242.966988
  nChanged 4
		SP:Iteration 43Q (30746.680000 sec): 3 clusters
  Score: Raw -2485521.856864 + Penalty 3276.462966 = -2482245.393898
  nChanged 4
		SP:Iteration 44Q (30746.930000 sec): 3 clusters
  Score: Raw -2485525.685500 + Penalty 3276.462966 = -2482249.222534
  nChanged 3
		SP:Iteration 45Q (30747.220000 sec): 3 clusters
  Score: Raw -2485526.920081 + Penalty 3276.462966 = -2482250.457115
  nChanged 2
		SP:Iteration 46Q (30747.480000 sec): 3 clusters
  Score: Raw -2485527.718173 + Penalty 3276.462966 = -2482251.255207
  nChanged 1
		SP:Iteration 47Q (30747.690000 sec): 3 clusters
  Score: Raw -2485528.147991 + Penalty 3276.462966 = -2482251.685024
  nChanged 1
		SP:Iteration 48Q (30747.950000 sec): 3 clusters
  Score: Raw -2485528.266842 + Penalty 3276.462966 = -2482251.803876
  nChanged 1
		SP:Iteration 49Q (30748.240000 sec): 3 clusters
  Score: Raw -2485528.574969 + Penalty 3276.462966 = -2482252.112003
  nChanged 1
		SP:Iteration 50Q (30748.490000 sec): 3 clusters
  Score: Raw -2485529.053847 + Penalty 3276.462966 = -2482252.590881
  nChanged 0
		SP:Iteration 51F (30748.720000 sec): 3 clusters
  Score: Raw -2485529.053847 + Penalty 3276.462966 = -2482252.590881
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30748.830000 sec): 2 clusters
  Score: Raw -411287.161287 + Penalty 1358.853514 = -409928.307773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30749.010000 sec): 3 clusters
  Score: Raw -409108.989854 + Penalty 2717.707027 = -406391.282827
  nChanged 1726
		SP:Iteration 1F (30749.230000 sec): 3 clusters
  Score: Raw -410097.463508 + Penalty 2717.707027 = -407379.756481
  nChanged 363
		SP:Iteration 2F (30749.450000 sec): 3 clusters
  Score: Raw -410338.657364 + Penalty 2717.707027 = -407620.950336
  nChanged 280
		SP:Iteration 3F (30749.630000 sec): 3 clusters
  Score: Raw -410528.460281 + Penalty 2717.707027 = -407810.753253
  nChanged 233
		SP:Iteration 4F (30749.790000 sec): 3 clusters
  Score: Raw -410688.623489 + Penalty 2717.707027 = -407970.916461
  nChanged 221
		SP:Iteration 5F (30750.000000 sec): 3 clusters
  Score: Raw -410865.055605 + Penalty 2717.707027 = -408147.348577
  nChanged 203
		SP:Iteration 6Q (30750.190000 sec): 3 clusters
  Score: Raw -411030.562591 + Penalty 2717.707027 = -408312.855563
  nChanged 196
		SP:Iteration 7Q (30750.400000 sec): 3 clusters
  Score: Raw -411178.775738 + Penalty 2717.707027 = -408461.068710
  nChanged 175
		SP:Iteration 8Q (30750.550000 sec): 3 clusters
  Score: Raw -411309.430563 + Penalty 2717.707027 = -408591.723536
  nChanged 146
		SP:Iteration 9Q (30750.760000 sec): 3 clusters
  Score: Raw -411403.987686 + Penalty 2717.707027 = -408686.280659
  nChanged 103
		SP:Iteration 10Q (30750.900000 sec): 3 clusters
  Score: Raw -411470.907165 + Penalty 2717.707027 = -408753.200138
  nChanged 89
		SP:Iteration 11Q (30751.110000 sec): 3 clusters
  Score: Raw -411533.973458 + Penalty 2717.707027 = -408816.266431
  nChanged 74
		SP:Iteration 12Q (30751.300000 sec): 3 clusters
  Score: Raw -411580.142663 + Penalty 2717.707027 = -408862.435635
  nChanged 52
		SP:Iteration 13Q (30751.490000 sec): 3 clusters
  Score: Raw -411607.681689 + Penalty 2717.707027 = -408889.974662
  nChanged 37
		SP:Iteration 14Q (30751.700000 sec): 3 clusters
  Score: Raw -411627.796775 + Penalty 2717.707027 = -408910.089747
  nChanged 29
		SP:Iteration 15Q (30751.850000 sec): 3 clusters
  Score: Raw -411643.635574 + Penalty 2717.707027 = -408925.928547
  nChanged 24
		SP:Iteration 16Q (30752.020000 sec): 3 clusters
  Score: Raw -411658.751181 + Penalty 2717.707027 = -408941.044153
  nChanged 21
		SP:Iteration 17Q (30752.210000 sec): 3 clusters
  Score: Raw -411673.132411 + Penalty 2717.707027 = -408955.425384
  nChanged 19
		SP:Iteration 18Q (30752.410000 sec): 3 clusters
  Score: Raw -411685.989037 + Penalty 2717.707027 = -408968.282010
  nChanged 14
		SP:Iteration 19Q (30752.600000 sec): 3 clusters
  Score: Raw -411694.920914 + Penalty 2717.707027 = -408977.213886
  nChanged 15
		SP:Iteration 20F (30752.770000 sec): 3 clusters
  Score: Raw -411703.585428 + Penalty 2717.707027 = -408985.878400
  nChanged 14
		SP:Iteration 21Q (30752.970000 sec): 3 clusters
  Score: Raw -411712.250964 + Penalty 2717.707027 = -408994.543937
  nChanged 10
		SP:Iteration 22Q (30753.140000 sec): 3 clusters
  Score: Raw -411719.338126 + Penalty 2717.707027 = -409001.631098
  nChanged 11
		SP:Iteration 23Q (30753.310000 sec): 3 clusters
  Score: Raw -411726.920451 + Penalty 2717.707027 = -409009.213423
  nChanged 10
		SP:Iteration 24Q (30753.530000 sec): 3 clusters
  Score: Raw -411736.215393 + Penalty 2717.707027 = -409018.508365
  nChanged 9
		SP:Iteration 25Q (30753.690000 sec): 3 clusters
  Score: Raw -411742.569388 + Penalty 2717.707027 = -409024.862361
  nChanged 6
		SP:Iteration 26Q (30753.880000 sec): 3 clusters
  Score: Raw -411745.923596 + Penalty 2717.707027 = -409028.216569
  nChanged 7
		SP:Iteration 27Q (30754.080000 sec): 3 clusters
  Score: Raw -411750.516279 + Penalty 2717.707027 = -409032.809251
  nChanged 7
		SP:Iteration 28Q (30754.210000 sec): 3 clusters
  Score: Raw -411754.433180 + Penalty 2717.707027 = -409036.726153
  nChanged 6
		SP:Iteration 29Q (30754.450000 sec): 3 clusters
  Score: Raw -411757.485374 + Penalty 2717.707027 = -409039.778346
  nChanged 3
		SP:Iteration 30Q (30754.600000 sec): 3 clusters
  Score: Raw -411758.823887 + Penalty 2717.707027 = -409041.116859
  nChanged 3
		SP:Iteration 31Q (30754.810000 sec): 3 clusters
  Score: Raw -411759.633595 + Penalty 2717.707027 = -409041.926568
  nChanged 1
		SP:Iteration 32Q (30754.980000 sec): 3 clusters
  Score: Raw -411759.862931 + Penalty 2717.707027 = -409042.155903
  nChanged 0
		SP:Iteration 33F (30755.160000 sec): 3 clusters
  Score: Raw -411759.862931 + Penalty 2717.707027 = -409042.155903
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30755.330000 sec): 2 clusters
  Score: Raw -2158476.964522 + Penalty 1612.701848 = -2156864.262674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30755.600000 sec): 3 clusters
  Score: Raw -2146164.910365 + Penalty 3225.403695 = -2142939.506670
  nChanged 9280
		SP:Iteration 1F (30755.840000 sec): 3 clusters
  Score: Raw -2151319.014753 + Penalty 3225.403695 = -2148093.611058
  nChanged 1167
		SP:Iteration 2F (30756.100000 sec): 3 clusters
  Score: Raw -2151804.729517 + Penalty 3225.403695 = -2148579.325822
  nChanged 1127
		SP:Iteration 3F (30756.370000 sec): 3 clusters
  Score: Raw -2152329.918682 + Penalty 3225.403695 = -2149104.514987
  nChanged 1163
		SP:Iteration 4F (30756.620000 sec): 3 clusters
  Score: Raw -2152944.224573 + Penalty 3225.403695 = -2149718.820878
  nChanged 1288
		SP:Iteration 5F (30756.920000 sec): 3 clusters
  Score: Raw -2153749.917795 + Penalty 3225.403695 = -2150524.514100
  nChanged 1370
		SP:Iteration 6F (30757.200000 sec): 3 clusters
  Score: Raw -2154760.211318 + Penalty 3225.403695 = -2151534.807622
  nChanged 1350
		SP:Iteration 7F (30757.420000 sec): 3 clusters
  Score: Raw -2155881.922523 + Penalty 3225.403695 = -2152656.518828
  nChanged 1137
		SP:Iteration 8F (30757.670000 sec): 3 clusters
  Score: Raw -2156885.051294 + Penalty 3225.403695 = -2153659.647598
  nChanged 845
		SP:Iteration 9Q (30757.940000 sec): 3 clusters
  Score: Raw -2157687.730624 + Penalty 3225.403695 = -2154462.326929
  nChanged 509
		SP:Iteration 10Q (30758.190000 sec): 3 clusters
  Score: Raw -2158183.370493 + Penalty 3225.403695 = -2154957.966798
  nChanged 224
		SP:Iteration 11Q (30758.460000 sec): 3 clusters
  Score: Raw -2158428.734120 + Penalty 3225.403695 = -2155203.330425
  nChanged 87
		SP:Iteration 12Q (30758.680000 sec): 3 clusters
  Score: Raw -2158537.764539 + Penalty 3225.403695 = -2155312.360844
  nChanged 47
		SP:Iteration 13Q (30758.950000 sec): 3 clusters
  Score: Raw -2158598.942556 + Penalty 3225.403695 = -2155373.538861
  nChanged 26
		SP:Iteration 14Q (30759.170000 sec): 3 clusters
  Score: Raw -2158639.976092 + Penalty 3225.403695 = -2155414.572397
  nChanged 12
		SP:Iteration 15Q (30759.430000 sec): 3 clusters
  Score: Raw -2158660.720990 + Penalty 3225.403695 = -2155435.317295
  nChanged 8
		SP:Iteration 16Q (30759.690000 sec): 3 clusters
  Score: Raw -2158668.151229 + Penalty 3225.403695 = -2155442.747534
  nChanged 3
		SP:Iteration 17Q (30759.960000 sec): 3 clusters
  Score: Raw -2158671.803083 + Penalty 3225.403695 = -2155446.399388
  nChanged 2
		SP:Iteration 18Q (30760.200000 sec): 3 clusters
  Score: Raw -2158674.359974 + Penalty 3225.403695 = -2155448.956279
  nChanged 1
		SP:Iteration 19Q (30760.410000 sec): 3 clusters
  Score: Raw -2158675.698247 + Penalty 3225.403695 = -2155450.294552
  nChanged 0
		SP:Iteration 20F (30760.680000 sec): 3 clusters
  Score: Raw -2158675.698247 + Penalty 3225.403695 = -2155450.294552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30761.200000 sec): 2 clusters
  Score: Raw -10982870.507418 + Penalty 1874.694802 = -10980995.812616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30761.930000 sec): 3 clusters
  Score: Raw -10916093.375696 + Penalty 3749.389604 = -10912343.986093
  nChanged 49095
		SP:Iteration 1F (30762.610000 sec): 3 clusters
  Score: Raw -10944996.222244 + Penalty 3749.389604 = -10941246.832640
  nChanged 3456
		SP:Iteration 2Q (30763.300000 sec): 3 clusters
  Score: Raw -10945906.481783 + Penalty 3749.389604 = -10942157.092180
  nChanged 3808
		SP:Iteration 3Q (30764.050000 sec): 3 clusters
  Score: Raw -10947165.661605 + Penalty 3749.389604 = -10943416.272001
  nChanged 4723
		SP:Iteration 4Q (30764.890000 sec): 3 clusters
  Score: Raw -10949336.808438 + Penalty 3749.389604 = -10945587.418835
  nChanged 5968
		SP:Iteration 5F (30765.630000 sec): 3 clusters
  Score: Raw -10952840.275361 + Penalty 3749.389604 = -10949090.885758
  nChanged 7192
		SP:Iteration 6F (30766.270000 sec): 3 clusters
  Score: Raw -10957992.628910 + Penalty 3749.389604 = -10954243.239306
  nChanged 7625
		SP:Iteration 7F (30767.030000 sec): 3 clusters
  Score: Raw -10964298.781724 + Penalty 3749.389604 = -10960549.392121
  nChanged 6944
		SP:Iteration 8F (30767.770000 sec): 3 clusters
  Score: Raw -10970456.900003 + Penalty 3749.389604 = -10966707.510399
  nChanged 5269
		SP:Iteration 9F (30768.420000 sec): 3 clusters
  Score: Raw -10975164.061841 + Penalty 3749.389604 = -10971414.672237
  nChanged 3368
		SP:Iteration 10Q (30769.060000 sec): 3 clusters
  Score: Raw -10978131.588905 + Penalty 3749.389604 = -10974382.199301
  nChanged 2140
		SP:Iteration 11Q (30769.700000 sec): 3 clusters
  Score: Raw -10980064.232934 + Penalty 3749.389604 = -10976314.843330
  nChanged 1314
		SP:Iteration 12Q (30770.450000 sec): 3 clusters
  Score: Raw -10981289.940945 + Penalty 3749.389604 = -10977540.551341
  nChanged 836
		SP:Iteration 13Q (30771.000000 sec): 3 clusters
  Score: Raw -10982009.345835 + Penalty 3749.389604 = -10978259.956231
  nChanged 546
		SP:Iteration 14Q (30771.600000 sec): 3 clusters
  Score: Raw -10982447.842427 + Penalty 3749.389604 = -10978698.452823
  nChanged 406
		SP:Iteration 15Q (30772.240000 sec): 3 clusters
  Score: Raw -10982770.737401 + Penalty 3749.389604 = -10979021.347797
  nChanged 299
		SP:Iteration 16Q (30772.780000 sec): 3 clusters
  Score: Raw -10982968.530896 + Penalty 3749.389604 = -10979219.141292
  nChanged 199
		SP:Iteration 17Q (30773.400000 sec): 3 clusters
  Score: Raw -10983086.372447 + Penalty 3749.389604 = -10979336.982843
  nChanged 155
		SP:Iteration 18Q (30773.940000 sec): 3 clusters
  Score: Raw -10983157.672965 + Penalty 3749.389604 = -10979408.283361
  nChanged 109
		SP:Iteration 19Q (30774.540000 sec): 3 clusters
  Score: Raw -10983200.671550 + Penalty 3749.389604 = -10979451.281946
  nChanged 78
		SP:Iteration 20F (30775.220000 sec): 3 clusters
  Score: Raw -10983229.211300 + Penalty 3749.389604 = -10979479.821696
  nChanged 56
		SP:Iteration 21Q (30775.860000 sec): 3 clusters
  Score: Raw -10983249.100082 + Penalty 3749.389604 = -10979499.710478
  nChanged 49
		SP:Iteration 22Q (30776.410000 sec): 3 clusters
  Score: Raw -10983264.109737 + Penalty 3749.389604 = -10979514.720134
  nChanged 41
		SP:Iteration 23Q (30777.000000 sec): 3 clusters
  Score: Raw -10983277.337115 + Penalty 3749.389604 = -10979527.947511
  nChanged 33
		SP:Iteration 24Q (30777.680000 sec): 3 clusters
  Score: Raw -10983287.425127 + Penalty 3749.389604 = -10979538.035523
  nChanged 18
		SP:Iteration 25Q (30778.230000 sec): 3 clusters
  Score: Raw -10983291.743922 + Penalty 3749.389604 = -10979542.354319
  nChanged 12
		SP:Iteration 26Q (30778.880000 sec): 3 clusters
  Score: Raw -10983294.779795 + Penalty 3749.389604 = -10979545.390192
  nChanged 14
		SP:Iteration 27Q (30779.430000 sec): 3 clusters
  Score: Raw -10983299.305616 + Penalty 3749.389604 = -10979549.916012
  nChanged 17
		SP:Iteration 28Q (30780.000000 sec): 3 clusters
  Score: Raw -10983303.923188 + Penalty 3749.389604 = -10979554.533584
  nChanged 15
		SP:Iteration 29Q (30780.680000 sec): 3 clusters
  Score: Raw -10983306.959008 + Penalty 3749.389604 = -10979557.569405
  nChanged 11
		SP:Iteration 30Q (30781.270000 sec): 3 clusters
  Score: Raw -10983309.267147 + Penalty 3749.389604 = -10979559.877543
  nChanged 9
		SP:Iteration 31Q (30781.910000 sec): 3 clusters
  Score: Raw -10983310.926479 + Penalty 3749.389604 = -10979561.536876
  nChanged 5
		SP:Iteration 32Q (30782.480000 sec): 3 clusters
  Score: Raw -10983312.381676 + Penalty 3749.389604 = -10979562.992073
  nChanged 7
		SP:Iteration 33Q (30783.100000 sec): 3 clusters
  Score: Raw -10983314.376652 + Penalty 3749.389604 = -10979564.987049
  nChanged 10
		SP:Iteration 34Q (30783.680000 sec): 3 clusters
  Score: Raw -10983316.613122 + Penalty 3749.389604 = -10979567.223518
  nChanged 5
		SP:Iteration 35Q (30784.150000 sec): 3 clusters
  Score: Raw -10983317.537894 + Penalty 3749.389604 = -10979568.148290
  nChanged 7
		SP:Iteration 36Q (30784.720000 sec): 3 clusters
  Score: Raw -10983318.852360 + Penalty 3749.389604 = -10979569.462756
  nChanged 7
		SP:Iteration 37Q (30785.330000 sec): 3 clusters
  Score: Raw -10983320.573804 + Penalty 3749.389604 = -10979571.184200
  nChanged 7
		SP:Iteration 38Q (30785.910000 sec): 3 clusters
  Score: Raw -10983322.003835 + Penalty 3749.389604 = -10979572.614232
  nChanged 5
		SP:Iteration 39Q (30786.470000 sec): 3 clusters
  Score: Raw -10983322.763983 + Penalty 3749.389604 = -10979573.374379
  nChanged 3
		SP:Iteration 40F (30787.120000 sec): 3 clusters
  Score: Raw -10983323.189919 + Penalty 3749.389604 = -10979573.800315
  nChanged 4
		SP:Iteration 41Q (30787.730000 sec): 3 clusters
  Score: Raw -10983324.050188 + Penalty 3749.389604 = -10979574.660584
  nChanged 4
		SP:Iteration 42Q (30788.430000 sec): 3 clusters
  Score: Raw -10983324.729468 + Penalty 3749.389604 = -10979575.339865
  nChanged 1
		SP:Iteration 43Q (30789.070000 sec): 3 clusters
  Score: Raw -10983325.001606 + Penalty 3749.389604 = -10979575.612002
  nChanged 2
		SP:Iteration 44Q (30789.710000 sec): 3 clusters
  Score: Raw -10983325.360458 + Penalty 3749.389604 = -10979575.970854
  nChanged 2
		SP:Iteration 45Q (30790.380000 sec): 3 clusters
  Score: Raw -10983325.744688 + Penalty 3749.389604 = -10979576.355084
  nChanged 1
		SP:Iteration 46Q (30790.970000 sec): 3 clusters
  Score: Raw -10983325.883007 + Penalty 3749.389604 = -10979576.493403
  nChanged 1
		SP:Iteration 47Q (30791.500000 sec): 3 clusters
  Score: Raw -10983326.282129 + Penalty 3749.389604 = -10979576.892526
  nChanged 0
		SP:Iteration 48F (30792.110000 sec): 3 clusters
  Score: Raw -10983326.282129 + Penalty 3749.389604 = -10979576.892526
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30792.280000 sec): 2 clusters
  Score: Raw -1005694.866498 + Penalty 1491.076022 = -1004203.790476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30792.470000 sec): 3 clusters
  Score: Raw -1000148.366670 + Penalty 2982.152043 = -997166.214626
  nChanged 4200
		SP:Iteration 1F (30792.690000 sec): 3 clusters
  Score: Raw -1002458.781581 + Penalty 2982.152043 = -999476.629537
  nChanged 610
		SP:Iteration 2F (30792.970000 sec): 3 clusters
  Score: Raw -1002740.904460 + Penalty 2982.152043 = -999758.752416
  nChanged 529
		SP:Iteration 3F (30793.140000 sec): 3 clusters
  Score: Raw -1003024.349156 + Penalty 2982.152043 = -1000042.197112
  nChanged 568
		SP:Iteration 4F (30793.370000 sec): 3 clusters
  Score: Raw -1003365.904730 + Penalty 2982.152043 = -1000383.752686
  nChanged 588
		SP:Iteration 5F (30793.530000 sec): 3 clusters
  Score: Raw -1003790.958575 + Penalty 2982.152043 = -1000808.806531
  nChanged 617
		SP:Iteration 6F (30793.780000 sec): 3 clusters
  Score: Raw -1004278.058028 + Penalty 2982.152043 = -1001295.905984
  nChanged 554
		SP:Iteration 7F (30793.980000 sec): 3 clusters
  Score: Raw -1004732.900671 + Penalty 2982.152043 = -1001750.748627
  nChanged 474
		SP:Iteration 8Q (30794.160000 sec): 3 clusters
  Score: Raw -1005133.506546 + Penalty 2982.152043 = -1002151.354502
  nChanged 320
		SP:Iteration 9Q (30794.390000 sec): 3 clusters
  Score: Raw -1005389.877799 + Penalty 2982.152043 = -1002407.725756
  nChanged 217
		SP:Iteration 10Q (30794.570000 sec): 3 clusters
  Score: Raw -1005566.231941 + Penalty 2982.152043 = -1002584.079897
  nChanged 143
		SP:Iteration 11Q (30794.770000 sec): 3 clusters
  Score: Raw -1005686.302430 + Penalty 2982.152043 = -1002704.150386
  nChanged 99
		SP:Iteration 12Q (30794.940000 sec): 3 clusters
  Score: Raw -1005766.541646 + Penalty 2982.152043 = -1002784.389603
  nChanged 61
		SP:Iteration 13Q (30795.180000 sec): 3 clusters
  Score: Raw -1005824.163361 + Penalty 2982.152043 = -1002842.011318
  nChanged 47
		SP:Iteration 14Q (30795.390000 sec): 3 clusters
  Score: Raw -1005863.851156 + Penalty 2982.152043 = -1002881.699113
  nChanged 34
		SP:Iteration 15Q (30795.590000 sec): 3 clusters
  Score: Raw -1005897.969591 + Penalty 2982.152043 = -1002915.817548
  nChanged 32
		SP:Iteration 16Q (30795.810000 sec): 3 clusters
  Score: Raw -1005922.361516 + Penalty 2982.152043 = -1002940.209472
  nChanged 14
		SP:Iteration 17Q (30796.010000 sec): 3 clusters
  Score: Raw -1005934.837347 + Penalty 2982.152043 = -1002952.685303
  nChanged 8
		SP:Iteration 18Q (30796.220000 sec): 3 clusters
  Score: Raw -1005939.150984 + Penalty 2982.152043 = -1002956.998941
  nChanged 5
		SP:Iteration 19Q (30796.430000 sec): 3 clusters
  Score: Raw -1005941.853473 + Penalty 2982.152043 = -1002959.701430
  nChanged 2
		SP:Iteration 20F (30796.640000 sec): 3 clusters
  Score: Raw -1005944.260499 + Penalty 2982.152043 = -1002962.108455
  nChanged 3
		SP:Iteration 21Q (30796.860000 sec): 3 clusters
  Score: Raw -1005946.424570 + Penalty 2982.152043 = -1002964.272527
  nChanged 2
		SP:Iteration 22Q (30797.070000 sec): 3 clusters
  Score: Raw -1005948.959132 + Penalty 2982.152043 = -1002966.807088
  nChanged 3
		SP:Iteration 23Q (30797.310000 sec): 3 clusters
  Score: Raw -1005951.149296 + Penalty 2982.152043 = -1002968.997252
  nChanged 2
		SP:Iteration 24Q (30797.470000 sec): 3 clusters
  Score: Raw -1005952.527031 + Penalty 2982.152043 = -1002970.374987
  nChanged 1
		SP:Iteration 25Q (30797.700000 sec): 3 clusters
  Score: Raw -1005953.536921 + Penalty 2982.152043 = -1002971.384878
  nChanged 3
		SP:Iteration 26Q (30797.870000 sec): 3 clusters
  Score: Raw -1005955.609533 + Penalty 2982.152043 = -1002973.457490
  nChanged 1
		SP:Iteration 27Q (30798.150000 sec): 3 clusters
  Score: Raw -1005956.079009 + Penalty 2982.152043 = -1002973.926965
  nChanged 0
		SP:Iteration 28F (30798.370000 sec): 3 clusters
  Score: Raw -1005956.079009 + Penalty 2982.152043 = -1002973.926965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30798.790000 sec): 2 clusters
  Score: Raw -7466913.666279 + Penalty 1817.961998 = -7465095.704281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30799.250000 sec): 3 clusters
  Score: Raw -7420483.911596 + Penalty 3635.923996 = -7416847.987600
  nChanged 34213
		SP:Iteration 1F (30799.840000 sec): 3 clusters
  Score: Raw -7439923.250461 + Penalty 3635.923996 = -7436287.326465
  nChanged 2327
		SP:Iteration 2Q (30800.360000 sec): 3 clusters
  Score: Raw -7440498.899288 + Penalty 3635.923996 = -7436862.975292
  nChanged 2459
		SP:Iteration 3Q (30800.930000 sec): 3 clusters
  Score: Raw -7441213.777328 + Penalty 3635.923996 = -7437577.853333
  nChanged 2678
		SP:Iteration 4Q (30801.440000 sec): 3 clusters
  Score: Raw -7442132.413025 + Penalty 3635.923996 = -7438496.489030
  nChanged 3017
		SP:Iteration 5Q (30802.040000 sec): 3 clusters
  Score: Raw -7443390.741686 + Penalty 3635.923996 = -7439754.817690
  nChanged 3531
		SP:Iteration 6Q (30802.670000 sec): 3 clusters
  Score: Raw -7445257.142127 + Penalty 3635.923996 = -7441621.218132
  nChanged 4299
		SP:Iteration 7F (30803.160000 sec): 3 clusters
  Score: Raw -7447999.195654 + Penalty 3635.923996 = -7444363.271658
  nChanged 4930
		SP:Iteration 8F (30803.700000 sec): 3 clusters
  Score: Raw -7451718.646598 + Penalty 3635.923996 = -7448082.722603
  nChanged 5189
		SP:Iteration 9F (30804.200000 sec): 3 clusters
  Score: Raw -7455990.190800 + Penalty 3635.923996 = -7452354.266804
  nChanged 4543
		SP:Iteration 10F (30804.710000 sec): 3 clusters
  Score: Raw -7459959.192103 + Penalty 3635.923996 = -7456323.268108
  nChanged 3469
		SP:Iteration 11Q (30805.240000 sec): 3 clusters
  Score: Raw -7463036.933662 + Penalty 3635.923996 = -7459401.009666
  nChanged 2223
		SP:Iteration 12Q (30805.700000 sec): 3 clusters
  Score: Raw -7464969.570959 + Penalty 3635.923996 = -7461333.646963
  nChanged 1250
		SP:Iteration 13Q (30806.180000 sec): 3 clusters
  Score: Raw -7466027.834049 + Penalty 3635.923996 = -7462391.910053
  nChanged 664
		SP:Iteration 14Q (30806.620000 sec): 3 clusters
  Score: Raw -7466563.754193 + Penalty 3635.923996 = -7462927.830197
  nChanged 328
		SP:Iteration 15Q (30807.030000 sec): 3 clusters
  Score: Raw -7466827.145936 + Penalty 3635.923996 = -7463191.221940
  nChanged 151
		SP:Iteration 16Q (30807.440000 sec): 3 clusters
  Score: Raw -7466953.248387 + Penalty 3635.923996 = -7463317.324391
  nChanged 89
		SP:Iteration 17Q (30807.940000 sec): 3 clusters
  Score: Raw -7467031.067361 + Penalty 3635.923996 = -7463395.143366
  nChanged 67
		SP:Iteration 18Q (30808.420000 sec): 3 clusters
  Score: Raw -7467095.042945 + Penalty 3635.923996 = -7463459.118949
  nChanged 43
		SP:Iteration 19Q (30808.880000 sec): 3 clusters
  Score: Raw -7467136.121458 + Penalty 3635.923996 = -7463500.197462
  nChanged 24
		SP:Iteration 20F (30809.380000 sec): 3 clusters
  Score: Raw -7467157.174612 + Penalty 3635.923996 = -7463521.250616
  nChanged 16
		SP:Iteration 21Q (30809.830000 sec): 3 clusters
  Score: Raw -7467174.665064 + Penalty 3635.923996 = -7463538.741068
  nChanged 10
		SP:Iteration 22Q (30810.270000 sec): 3 clusters
  Score: Raw -7467181.369575 + Penalty 3635.923996 = -7463545.445579
  nChanged 7
		SP:Iteration 23Q (30810.690000 sec): 3 clusters
  Score: Raw -7467188.314613 + Penalty 3635.923996 = -7463552.390617
  nChanged 9
		SP:Iteration 24Q (30811.150000 sec): 3 clusters
  Score: Raw -7467196.432281 + Penalty 3635.923996 = -7463560.508286
  nChanged 6
		SP:Iteration 25Q (30811.640000 sec): 3 clusters
  Score: Raw -7467202.613065 + Penalty 3635.923996 = -7463566.689070
  nChanged 3
		SP:Iteration 26Q (30812.010000 sec): 3 clusters
  Score: Raw -7467205.193352 + Penalty 3635.923996 = -7463569.269356
  nChanged 2
		SP:Iteration 27Q (30812.440000 sec): 3 clusters
  Score: Raw -7467207.400229 + Penalty 3635.923996 = -7463571.476233
  nChanged 0
		SP:Iteration 28F (30812.940000 sec): 3 clusters
  Score: Raw -7467207.400229 + Penalty 3635.923996 = -7463571.476233
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30813.130000 sec): 2 clusters
  Score: Raw -1986999.526737 + Penalty 1599.184163 = -1985400.342574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30813.370000 sec): 3 clusters
  Score: Raw -1975739.202561 + Penalty 3198.368326 = -1972540.834235
  nChanged 8388
		SP:Iteration 1F (30813.670000 sec): 3 clusters
  Score: Raw -1980444.243160 + Penalty 3198.368326 = -1977245.874834
  nChanged 1016
		SP:Iteration 2F (30813.920000 sec): 3 clusters
  Score: Raw -1980877.970215 + Penalty 3198.368326 = -1977679.601889
  nChanged 1032
		SP:Iteration 3F (30814.150000 sec): 3 clusters
  Score: Raw -1981385.453099 + Penalty 3198.368326 = -1978187.084773
  nChanged 1105
		SP:Iteration 4F (30814.410000 sec): 3 clusters
  Score: Raw -1981985.027154 + Penalty 3198.368326 = -1978786.658828
  nChanged 1199
		SP:Iteration 5F (30814.650000 sec): 3 clusters
  Score: Raw -1982663.980966 + Penalty 3198.368326 = -1979465.612640
  nChanged 1176
		SP:Iteration 6F (30814.940000 sec): 3 clusters
  Score: Raw -1983377.688591 + Penalty 3198.368326 = -1980179.320265
  nChanged 1095
		SP:Iteration 7F (30815.140000 sec): 3 clusters
  Score: Raw -1984044.987872 + Penalty 3198.368326 = -1980846.619546
  nChanged 886
		SP:Iteration 8Q (30815.420000 sec): 3 clusters
  Score: Raw -1984557.924997 + Penalty 3198.368326 = -1981359.556671
  nChanged 768
		SP:Iteration 9Q (30815.660000 sec): 3 clusters
  Score: Raw -1985008.538451 + Penalty 3198.368326 = -1981810.170125
  nChanged 625
		SP:Iteration 10Q (30815.910000 sec): 3 clusters
  Score: Raw -1985351.383047 + Penalty 3198.368326 = -1982153.014721
  nChanged 501
		SP:Iteration 11Q (30816.140000 sec): 3 clusters
  Score: Raw -1985626.194394 + Penalty 3198.368326 = -1982427.826068
  nChanged 411
		SP:Iteration 12Q (30816.370000 sec): 3 clusters
  Score: Raw -1985847.407515 + Penalty 3198.368326 = -1982649.039189
  nChanged 384
		SP:Iteration 13Q (30816.630000 sec): 3 clusters
  Score: Raw -1986065.718056 + Penalty 3198.368326 = -1982867.349730
  nChanged 344
		SP:Iteration 14Q (30816.890000 sec): 3 clusters
  Score: Raw -1986274.475378 + Penalty 3198.368326 = -1983076.107052
  nChanged 306
		SP:Iteration 15Q (30817.150000 sec): 3 clusters
  Score: Raw -1986475.165030 + Penalty 3198.368326 = -1983276.796704
  nChanged 261
		SP:Iteration 16Q (30817.420000 sec): 3 clusters
  Score: Raw -1986660.540329 + Penalty 3198.368326 = -1983462.172003
  nChanged 184
		SP:Iteration 17Q (30817.650000 sec): 3 clusters
  Score: Raw -1986791.312788 + Penalty 3198.368326 = -1983592.944462
  nChanged 139
		SP:Iteration 18Q (30817.920000 sec): 3 clusters
  Score: Raw -1986895.380390 + Penalty 3198.368326 = -1983697.012064
  nChanged 102
		SP:Iteration 19Q (30818.110000 sec): 3 clusters
  Score: Raw -1986982.076857 + Penalty 3198.368326 = -1983783.708530
  nChanged 74
		SP:Iteration 20F (30818.360000 sec): 3 clusters
  Score: Raw -1987047.253578 + Penalty 3198.368326 = -1983848.885252
  nChanged 64
		SP:Iteration 21Q (30818.620000 sec): 3 clusters
  Score: Raw -1987100.065519 + Penalty 3198.368326 = -1983901.697193
  nChanged 44
		SP:Iteration 22Q (30818.870000 sec): 3 clusters
  Score: Raw -1987132.851192 + Penalty 3198.368326 = -1983934.482866
  nChanged 20
		SP:Iteration 23Q (30819.070000 sec): 3 clusters
  Score: Raw -1987150.963545 + Penalty 3198.368326 = -1983952.595219
  nChanged 15
		SP:Iteration 24Q (30819.330000 sec): 3 clusters
  Score: Raw -1987162.334483 + Penalty 3198.368326 = -1983963.966157
  nChanged 12
		SP:Iteration 25Q (30819.570000 sec): 3 clusters
  Score: Raw -1987171.406355 + Penalty 3198.368326 = -1983973.038029
  nChanged 15
		SP:Iteration 26Q (30819.750000 sec): 3 clusters
  Score: Raw -1987185.966330 + Penalty 3198.368326 = -1983987.598004
  nChanged 8
		SP:Iteration 27Q (30819.970000 sec): 3 clusters
  Score: Raw -1987193.837418 + Penalty 3198.368326 = -1983995.469092
  nChanged 8
		SP:Iteration 28Q (30820.210000 sec): 3 clusters
  Score: Raw -1987197.705833 + Penalty 3198.368326 = -1983999.337507
  nChanged 5
		SP:Iteration 29Q (30820.480000 sec): 3 clusters
  Score: Raw -1987200.398202 + Penalty 3198.368326 = -1984002.029876
  nChanged 4
		SP:Iteration 30Q (30820.690000 sec): 3 clusters
  Score: Raw -1987202.367681 + Penalty 3198.368326 = -1984003.999355
  nChanged 3
		SP:Iteration 31Q (30820.940000 sec): 3 clusters
  Score: Raw -1987203.732888 + Penalty 3198.368326 = -1984005.364562
  nChanged 0
		SP:Iteration 32F (30821.190000 sec): 3 clusters
  Score: Raw -1987203.732888 + Penalty 3198.368326 = -1984005.364562
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30821.470000 sec): 2 clusters
  Score: Raw -4105784.377135 + Penalty 1729.012560 = -4104055.364575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30821.770000 sec): 3 clusters
  Score: Raw -4079568.542646 + Penalty 3458.025120 = -4076110.517526
  nChanged 19579
		SP:Iteration 1F (30822.200000 sec): 3 clusters
  Score: Raw -4091287.937544 + Penalty 3458.025120 = -4087829.912424
  nChanged 2498
		SP:Iteration 2F (30822.590000 sec): 3 clusters
  Score: Raw -4092621.480252 + Penalty 3458.025120 = -4089163.455132
  nChanged 2607
		SP:Iteration 3F (30822.990000 sec): 3 clusters
  Score: Raw -4094136.581361 + Penalty 3458.025120 = -4090678.556242
  nChanged 2599
		SP:Iteration 4F (30823.370000 sec): 3 clusters
  Score: Raw -4095737.454019 + Penalty 3458.025120 = -4092279.428899
  nChanged 2524
		SP:Iteration 5F (30823.730000 sec): 3 clusters
  Score: Raw -4097356.909278 + Penalty 3458.025120 = -4093898.884158
  nChanged 2346
		SP:Iteration 6F (30824.040000 sec): 3 clusters
  Score: Raw -4098970.084141 + Penalty 3458.025120 = -4095512.059022
  nChanged 2186
		SP:Iteration 7F (30824.380000 sec): 3 clusters
  Score: Raw -4100496.200587 + Penalty 3458.025120 = -4097038.175468
  nChanged 1871
		SP:Iteration 8Q (30824.700000 sec): 3 clusters
  Score: Raw -4101782.074490 + Penalty 3458.025120 = -4098324.049370
  nChanged 1529
		SP:Iteration 9Q (30825.110000 sec): 3 clusters
  Score: Raw -4102837.172507 + Penalty 3458.025120 = -4099379.147388
  nChanged 1241
		SP:Iteration 10Q (30825.450000 sec): 3 clusters
  Score: Raw -4103700.650683 + Penalty 3458.025120 = -4100242.625563
  nChanged 972
		SP:Iteration 11Q (30825.750000 sec): 3 clusters
  Score: Raw -4104366.939749 + Penalty 3458.025120 = -4100908.914629
  nChanged 763
		SP:Iteration 12Q (30826.090000 sec): 3 clusters
  Score: Raw -4104912.502445 + Penalty 3458.025120 = -4101454.477326
  nChanged 569
		SP:Iteration 13Q (30826.440000 sec): 3 clusters
  Score: Raw -4105317.450894 + Penalty 3458.025120 = -4101859.425775
  nChanged 428
		SP:Iteration 14Q (30826.760000 sec): 3 clusters
  Score: Raw -4105596.664003 + Penalty 3458.025120 = -4102138.638884
  nChanged 294
		SP:Iteration 15Q (30827.100000 sec): 3 clusters
  Score: Raw -4105767.597540 + Penalty 3458.025120 = -4102309.572421
  nChanged 238
		SP:Iteration 16Q (30827.430000 sec): 3 clusters
  Score: Raw -4105915.994848 + Penalty 3458.025120 = -4102457.969728
  nChanged 200
		SP:Iteration 17Q (30827.770000 sec): 3 clusters
  Score: Raw -4106050.131398 + Penalty 3458.025120 = -4102592.106278
  nChanged 152
		SP:Iteration 18Q (30828.110000 sec): 3 clusters
  Score: Raw -4106152.755219 + Penalty 3458.025120 = -4102694.730099
  nChanged 150
		SP:Iteration 19Q (30828.420000 sec): 3 clusters
  Score: Raw -4106264.899561 + Penalty 3458.025120 = -4102806.874441
  nChanged 131
		SP:Iteration 20F (30828.740000 sec): 3 clusters
  Score: Raw -4106376.379550 + Penalty 3458.025120 = -4102918.354430
  nChanged 116
		SP:Iteration 21Q (30829.120000 sec): 3 clusters
  Score: Raw -4106488.368234 + Penalty 3458.025120 = -4103030.343115
  nChanged 91
		SP:Iteration 22Q (30829.470000 sec): 3 clusters
  Score: Raw -4106558.116539 + Penalty 3458.025120 = -4103100.091419
  nChanged 61
		SP:Iteration 23Q (30829.800000 sec): 3 clusters
  Score: Raw -4106592.328488 + Penalty 3458.025120 = -4103134.303368
  nChanged 44
		SP:Iteration 24Q (30830.140000 sec): 3 clusters
  Score: Raw -4106621.765961 + Penalty 3458.025120 = -4103163.740841
  nChanged 39
		SP:Iteration 25Q (30830.470000 sec): 3 clusters
  Score: Raw -4106639.447756 + Penalty 3458.025120 = -4103181.422637
  nChanged 27
		SP:Iteration 26Q (30830.800000 sec): 3 clusters
  Score: Raw -4106650.544107 + Penalty 3458.025120 = -4103192.518988
  nChanged 15
		SP:Iteration 27Q (30831.120000 sec): 3 clusters
  Score: Raw -4106656.128049 + Penalty 3458.025120 = -4103198.102930
  nChanged 10
		SP:Iteration 28Q (30831.410000 sec): 3 clusters
  Score: Raw -4106659.602123 + Penalty 3458.025120 = -4103201.577004
  nChanged 4
		SP:Iteration 29Q (30831.720000 sec): 3 clusters
  Score: Raw -4106661.029951 + Penalty 3458.025120 = -4103203.004832
  nChanged 7
		SP:Iteration 30Q (30832.100000 sec): 3 clusters
  Score: Raw -4106663.747939 + Penalty 3458.025120 = -4103205.722820
  nChanged 7
		SP:Iteration 31Q (30832.450000 sec): 3 clusters
  Score: Raw -4106666.467514 + Penalty 3458.025120 = -4103208.442395
  nChanged 5
		SP:Iteration 32Q (30832.830000 sec): 3 clusters
  Score: Raw -4106667.879047 + Penalty 3458.025120 = -4103209.853927
  nChanged 4
		SP:Iteration 33Q (30833.120000 sec): 3 clusters
  Score: Raw -4106669.805766 + Penalty 3458.025120 = -4103211.780646
  nChanged 2
		SP:Iteration 34Q (30833.510000 sec): 3 clusters
  Score: Raw -4106670.100485 + Penalty 3458.025120 = -4103212.075365
  nChanged 2
		SP:Iteration 35Q (30833.830000 sec): 3 clusters
  Score: Raw -4106670.617112 + Penalty 3458.025120 = -4103212.591993
  nChanged 3
		SP:Iteration 36Q (30834.210000 sec): 3 clusters
  Score: Raw -4106671.493077 + Penalty 3458.025120 = -4103213.467958
  nChanged 1
		SP:Iteration 37Q (30834.520000 sec): 3 clusters
  Score: Raw -4106672.196739 + Penalty 3458.025120 = -4103214.171619
  nChanged 1
		SP:Iteration 38Q (30834.870000 sec): 3 clusters
  Score: Raw -4106672.560710 + Penalty 3458.025120 = -4103214.535591
  nChanged 1
		SP:Iteration 39Q (30835.220000 sec): 3 clusters
  Score: Raw -4106672.716157 + Penalty 3458.025120 = -4103214.691037
  nChanged 0
		SP:Iteration 40F (30835.620000 sec): 3 clusters
  Score: Raw -4106672.716157 + Penalty 3458.025120 = -4103214.691037
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30835.760000 sec): 2 clusters
  Score: Raw -1600727.924732 + Penalty 1567.424276 = -1599160.500455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30836.030000 sec): 3 clusters
  Score: Raw -1591760.007008 + Penalty 3134.848553 = -1588625.158455
  nChanged 6836
		SP:Iteration 1F (30836.260000 sec): 3 clusters
  Score: Raw -1595760.784008 + Penalty 3134.848553 = -1592625.935455
  nChanged 1080
		SP:Iteration 2F (30836.490000 sec): 3 clusters
  Score: Raw -1596417.903262 + Penalty 3134.848553 = -1593283.054709
  nChanged 1101
		SP:Iteration 3F (30836.740000 sec): 3 clusters
  Score: Raw -1597159.273965 + Penalty 3134.848553 = -1594024.425413
  nChanged 1092
		SP:Iteration 4F (30836.930000 sec): 3 clusters
  Score: Raw -1597951.896726 + Penalty 3134.848553 = -1594817.048174
  nChanged 1076
		SP:Iteration 5F (30837.190000 sec): 3 clusters
  Score: Raw -1598632.509907 + Penalty 3134.848553 = -1595497.661354
  nChanged 825
		SP:Iteration 6F (30837.430000 sec): 3 clusters
  Score: Raw -1599086.967189 + Penalty 3134.848553 = -1595952.118636
  nChanged 624
		SP:Iteration 7Q (30837.720000 sec): 3 clusters
  Score: Raw -1599381.021147 + Penalty 3134.848553 = -1596246.172595
  nChanged 480
		SP:Iteration 8Q (30837.930000 sec): 3 clusters
  Score: Raw -1599636.954937 + Penalty 3134.848553 = -1596502.106384
  nChanged 415
		SP:Iteration 9Q (30838.200000 sec): 3 clusters
  Score: Raw -1599827.506752 + Penalty 3134.848553 = -1596692.658200
  nChanged 325
		SP:Iteration 10Q (30838.430000 sec): 3 clusters
  Score: Raw -1599974.909038 + Penalty 3134.848553 = -1596840.060485
  nChanged 320
		SP:Iteration 11Q (30838.670000 sec): 3 clusters
  Score: Raw -1600156.950050 + Penalty 3134.848553 = -1597022.101497
  nChanged 303
		SP:Iteration 12Q (30838.900000 sec): 3 clusters
  Score: Raw -1600315.303687 + Penalty 3134.848553 = -1597180.455134
  nChanged 270
		SP:Iteration 13Q (30839.190000 sec): 3 clusters
  Score: Raw -1600443.648919 + Penalty 3134.848553 = -1597308.800366
  nChanged 249
		SP:Iteration 14Q (30839.420000 sec): 3 clusters
  Score: Raw -1600550.743407 + Penalty 3134.848553 = -1597415.894854
  nChanged 204
		SP:Iteration 15Q (30839.640000 sec): 3 clusters
  Score: Raw -1600634.091843 + Penalty 3134.848553 = -1597499.243290
  nChanged 190
		SP:Iteration 16Q (30839.880000 sec): 3 clusters
  Score: Raw -1600711.824869 + Penalty 3134.848553 = -1597576.976316
  nChanged 165
		SP:Iteration 17Q (30840.120000 sec): 3 clusters
  Score: Raw -1600765.862920 + Penalty 3134.848553 = -1597631.014368
  nChanged 119
		SP:Iteration 18Q (30840.400000 sec): 3 clusters
  Score: Raw -1600811.254151 + Penalty 3134.848553 = -1597676.405599
  nChanged 138
		SP:Iteration 19Q (30840.590000 sec): 3 clusters
  Score: Raw -1600858.467900 + Penalty 3134.848553 = -1597723.619347
  nChanged 111
		SP:Iteration 20F (30840.890000 sec): 3 clusters
  Score: Raw -1600895.481206 + Penalty 3134.848553 = -1597760.632653
  nChanged 100
		SP:Iteration 21Q (30841.150000 sec): 3 clusters
  Score: Raw -1600936.851078 + Penalty 3134.848553 = -1597802.002525
  nChanged 127
		SP:Iteration 22Q (30841.350000 sec): 3 clusters
  Score: Raw -1600997.578004 + Penalty 3134.848553 = -1597862.729451
  nChanged 115
		SP:Iteration 23Q (30841.580000 sec): 3 clusters
  Score: Raw -1601051.283241 + Penalty 3134.848553 = -1597916.434688
  nChanged 110
		SP:Iteration 24Q (30841.840000 sec): 3 clusters
  Score: Raw -1601103.736987 + Penalty 3134.848553 = -1597968.888434
  nChanged 107
		SP:Iteration 25Q (30842.050000 sec): 3 clusters
  Score: Raw -1601153.299133 + Penalty 3134.848553 = -1598018.450581
  nChanged 101
		SP:Iteration 26Q (30842.330000 sec): 3 clusters
  Score: Raw -1601207.240571 + Penalty 3134.848553 = -1598072.392019
  nChanged 86
		SP:Iteration 27Q (30842.560000 sec): 3 clusters
  Score: Raw -1601246.403821 + Penalty 3134.848553 = -1598111.555268
  nChanged 89
		SP:Iteration 28Q (30842.790000 sec): 3 clusters
  Score: Raw -1601284.652477 + Penalty 3134.848553 = -1598149.803924
  nChanged 78
		SP:Iteration 29Q (30843.030000 sec): 3 clusters
  Score: Raw -1601313.360096 + Penalty 3134.848553 = -1598178.511543
  nChanged 55
		SP:Iteration 30Q (30843.220000 sec): 3 clusters
  Score: Raw -1601336.815768 + Penalty 3134.848553 = -1598201.967215
  nChanged 61
		SP:Iteration 31Q (30843.450000 sec): 3 clusters
  Score: Raw -1601365.146318 + Penalty 3134.848553 = -1598230.297766
  nChanged 57
		SP:Iteration 32Q (30843.700000 sec): 3 clusters
  Score: Raw -1601391.202500 + Penalty 3134.848553 = -1598256.353947
  nChanged 48
		SP:Iteration 33Q (30843.920000 sec): 3 clusters
  Score: Raw -1601416.069282 + Penalty 3134.848553 = -1598281.220729
  nChanged 55
		SP:Iteration 34Q (30844.140000 sec): 3 clusters
  Score: Raw -1601446.594522 + Penalty 3134.848553 = -1598311.745969
  nChanged 53
		SP:Iteration 35Q (30844.390000 sec): 3 clusters
  Score: Raw -1601469.434741 + Penalty 3134.848553 = -1598334.586188
  nChanged 38
		SP:Iteration 36Q (30844.610000 sec): 3 clusters
  Score: Raw -1601483.211766 + Penalty 3134.848553 = -1598348.363213
  nChanged 36
		SP:Iteration 37Q (30844.870000 sec): 3 clusters
  Score: Raw -1601500.454671 + Penalty 3134.848553 = -1598365.606118
  nChanged 34
		SP:Iteration 38Q (30845.160000 sec): 3 clusters
  Score: Raw -1601514.845090 + Penalty 3134.848553 = -1598379.996537
  nChanged 24
		SP:Iteration 39Q (30845.350000 sec): 3 clusters
  Score: Raw -1601524.493631 + Penalty 3134.848553 = -1598389.645078
  nChanged 24
		SP:Iteration 40F (30845.620000 sec): 3 clusters
  Score: Raw -1601532.001986 + Penalty 3134.848553 = -1598397.153434
  nChanged 16
		SP:Iteration 41Q (30845.870000 sec): 3 clusters
  Score: Raw -1601537.884735 + Penalty 3134.848553 = -1598403.036182
  nChanged 17
		SP:Iteration 42Q (30846.080000 sec): 3 clusters
  Score: Raw -1601543.989955 + Penalty 3134.848553 = -1598409.141402
  nChanged 14
		SP:Iteration 43Q (30846.310000 sec): 3 clusters
  Score: Raw -1601548.897288 + Penalty 3134.848553 = -1598414.048735
  nChanged 12
		SP:Iteration 44Q (30846.510000 sec): 3 clusters
  Score: Raw -1601551.848426 + Penalty 3134.848553 = -1598416.999873
  nChanged 8
		SP:Iteration 45Q (30846.780000 sec): 3 clusters
  Score: Raw -1601553.238351 + Penalty 3134.848553 = -1598418.389798
  nChanged 4
		SP:Iteration 46Q (30847.030000 sec): 3 clusters
  Score: Raw -1601554.202122 + Penalty 3134.848553 = -1598419.353569
  nChanged 2
		SP:Iteration 47Q (30847.270000 sec): 3 clusters
  Score: Raw -1601554.460505 + Penalty 3134.848553 = -1598419.611952
  nChanged 2
		SP:Iteration 48Q (30847.470000 sec): 3 clusters
  Score: Raw -1601554.729604 + Penalty 3134.848553 = -1598419.881052
  nChanged 2
		SP:Iteration 49Q (30847.680000 sec): 3 clusters
  Score: Raw -1601554.946009 + Penalty 3134.848553 = -1598420.097456
  nChanged 1
		SP:Iteration 50Q (30847.930000 sec): 3 clusters
  Score: Raw -1601555.194590 + Penalty 3134.848553 = -1598420.346038
  nChanged 1
		SP:Iteration 51Q (30848.140000 sec): 3 clusters
  Score: Raw -1601555.287479 + Penalty 3134.848553 = -1598420.438927
  nChanged 0
		SP:Iteration 52F (30848.370000 sec): 3 clusters
  Score: Raw -1601555.287479 + Penalty 3134.848553 = -1598420.438927
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30848.660000 sec): 2 clusters
  Score: Raw -5303723.172482 + Penalty 1756.146880 = -5301967.025602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30849.020000 sec): 3 clusters
  Score: Raw -5272458.597414 + Penalty 3512.293759 = -5268946.303655
  nChanged 23117
		SP:Iteration 1F (30849.410000 sec): 3 clusters
  Score: Raw -5285405.697280 + Penalty 3512.293759 = -5281893.403521
  nChanged 1924
		SP:Iteration 2Q (30849.830000 sec): 3 clusters
  Score: Raw -5285930.861917 + Penalty 3512.293759 = -5282418.568158
  nChanged 1908
		SP:Iteration 3Q (30850.290000 sec): 3 clusters
  Score: Raw -5286461.984515 + Penalty 3512.293759 = -5282949.690756
  nChanged 1865
		SP:Iteration 4Q (30850.650000 sec): 3 clusters
  Score: Raw -5286977.275542 + Penalty 3512.293759 = -5283464.981783
  nChanged 1799
		SP:Iteration 5Q (30851.010000 sec): 3 clusters
  Score: Raw -5287515.699524 + Penalty 3512.293759 = -5284003.405765
  nChanged 1798
		SP:Iteration 6Q (30851.380000 sec): 3 clusters
  Score: Raw -5288132.722753 + Penalty 3512.293759 = -5284620.428994
  nChanged 1933
		SP:Iteration 7Q (30851.790000 sec): 3 clusters
  Score: Raw -5288937.554802 + Penalty 3512.293759 = -5285425.261043
  nChanged 2289
		SP:Iteration 8Q (30852.210000 sec): 3 clusters
  Score: Raw -5290201.985752 + Penalty 3512.293759 = -5286689.691993
  nChanged 2717
		SP:Iteration 9F (30852.590000 sec): 3 clusters
  Score: Raw -5292079.000674 + Penalty 3512.293759 = -5288566.706915
  nChanged 3019
		SP:Iteration 10F (30853.000000 sec): 3 clusters
  Score: Raw -5294234.178058 + Penalty 3512.293759 = -5290721.884299
  nChanged 2691
		SP:Iteration 11F (30853.380000 sec): 3 clusters
  Score: Raw -5295763.420119 + Penalty 3512.293759 = -5292251.126360
  nChanged 1884
		SP:Iteration 12Q (30853.750000 sec): 3 clusters
  Score: Raw -5296445.796148 + Penalty 3512.293759 = -5292933.502389
  nChanged 1099
		SP:Iteration 13Q (30854.180000 sec): 3 clusters
  Score: Raw -5296738.721018 + Penalty 3512.293759 = -5293226.427259
  nChanged 785
		SP:Iteration 14Q (30854.580000 sec): 3 clusters
  Score: Raw -5296930.415459 + Penalty 3512.293759 = -5293418.121700
  nChanged 623
		SP:Iteration 15Q (30855.010000 sec): 3 clusters
  Score: Raw -5297093.835710 + Penalty 3512.293759 = -5293581.541951
  nChanged 630
		SP:Iteration 16Q (30855.410000 sec): 3 clusters
  Score: Raw -5297250.616638 + Penalty 3512.293759 = -5293738.322879
  nChanged 625
		SP:Iteration 17Q (30855.770000 sec): 3 clusters
  Score: Raw -5297414.118312 + Penalty 3512.293759 = -5293901.824553
  nChanged 643
		SP:Iteration 18Q (30856.170000 sec): 3 clusters
  Score: Raw -5297601.482072 + Penalty 3512.293759 = -5294089.188313
  nChanged 681
		SP:Iteration 19Q (30856.560000 sec): 3 clusters
  Score: Raw -5297811.617535 + Penalty 3512.293759 = -5294299.323776
  nChanged 754
		SP:Iteration 20F (30856.940000 sec): 3 clusters
  Score: Raw -5298062.121680 + Penalty 3512.293759 = -5294549.827921
  nChanged 824
		SP:Iteration 21Q (30857.360000 sec): 3 clusters
  Score: Raw -5298353.460717 + Penalty 3512.293759 = -5294841.166958
  nChanged 807
		SP:Iteration 22Q (30857.730000 sec): 3 clusters
  Score: Raw -5298634.242508 + Penalty 3512.293759 = -5295121.948749
  nChanged 761
		SP:Iteration 23Q (30858.090000 sec): 3 clusters
  Score: Raw -5298887.398985 + Penalty 3512.293759 = -5295375.105226
  nChanged 772
		SP:Iteration 24Q (30858.500000 sec): 3 clusters
  Score: Raw -5299151.853475 + Penalty 3512.293759 = -5295639.559716
  nChanged 758
		SP:Iteration 25Q (30858.830000 sec): 3 clusters
  Score: Raw -5299415.340950 + Penalty 3512.293759 = -5295903.047191
  nChanged 744
		SP:Iteration 26Q (30859.230000 sec): 3 clusters
  Score: Raw -5299677.989608 + Penalty 3512.293759 = -5296165.695849
  nChanged 732
		SP:Iteration 27Q (30859.630000 sec): 3 clusters
  Score: Raw -5299948.130663 + Penalty 3512.293759 = -5296435.836904
  nChanged 737
		SP:Iteration 28Q (30860.030000 sec): 3 clusters
  Score: Raw -5300209.565304 + Penalty 3512.293759 = -5296697.271545
  nChanged 680
		SP:Iteration 29Q (30860.430000 sec): 3 clusters
  Score: Raw -5300450.705456 + Penalty 3512.293759 = -5296938.411697
  nChanged 638
		SP:Iteration 30Q (30860.790000 sec): 3 clusters
  Score: Raw -5300674.093543 + Penalty 3512.293759 = -5297161.799784
  nChanged 602
		SP:Iteration 31Q (30861.210000 sec): 3 clusters
  Score: Raw -5300897.331968 + Penalty 3512.293759 = -5297385.038209
  nChanged 626
		SP:Iteration 32Q (30861.620000 sec): 3 clusters
  Score: Raw -5301135.126193 + Penalty 3512.293759 = -5297622.832434
  nChanged 636
		SP:Iteration 33Q (30862.010000 sec): 3 clusters
  Score: Raw -5301394.416327 + Penalty 3512.293759 = -5297882.122568
  nChanged 582
		SP:Iteration 34Q (30862.440000 sec): 3 clusters
  Score: Raw -5301639.422007 + Penalty 3512.293759 = -5298127.128248
  nChanged 550
		SP:Iteration 35Q (30862.800000 sec): 3 clusters
  Score: Raw -5301863.825367 + Penalty 3512.293759 = -5298351.531608
  nChanged 508
		SP:Iteration 36Q (30863.180000 sec): 3 clusters
  Score: Raw -5302079.514236 + Penalty 3512.293759 = -5298567.220477
  nChanged 495
		SP:Iteration 37Q (30863.510000 sec): 3 clusters
  Score: Raw -5302301.040849 + Penalty 3512.293759 = -5298788.747090
  nChanged 442
		SP:Iteration 38Q (30863.910000 sec): 3 clusters
  Score: Raw -5302497.166124 + Penalty 3512.293759 = -5298984.872365
  nChanged 393
		SP:Iteration 39Q (30864.310000 sec): 3 clusters
  Score: Raw -5302669.425414 + Penalty 3512.293759 = -5299157.131655
  nChanged 349
		SP:Iteration 40F (30864.790000 sec): 3 clusters
  Score: Raw -5302829.607695 + Penalty 3512.293759 = -5299317.313936
  nChanged 308
		SP:Iteration 41Q (30865.140000 sec): 3 clusters
  Score: Raw -5302967.014973 + Penalty 3512.293759 = -5299454.721214
  nChanged 265
		SP:Iteration 42Q (30865.570000 sec): 3 clusters
  Score: Raw -5303078.110303 + Penalty 3512.293759 = -5299565.816544
  nChanged 237
		SP:Iteration 43Q (30865.970000 sec): 3 clusters
  Score: Raw -5303174.236709 + Penalty 3512.293759 = -5299661.942950
  nChanged 218
		SP:Iteration 44Q (30866.390000 sec): 3 clusters
  Score: Raw -5303263.830134 + Penalty 3512.293759 = -5299751.536375
  nChanged 200
		SP:Iteration 45Q (30866.750000 sec): 3 clusters
  Score: Raw -5303345.633507 + Penalty 3512.293759 = -5299833.339748
  nChanged 166
		SP:Iteration 46Q (30867.080000 sec): 3 clusters
  Score: Raw -5303418.468649 + Penalty 3512.293759 = -5299906.174890
  nChanged 149
		SP:Iteration 47Q (30867.450000 sec): 3 clusters
  Score: Raw -5303483.961824 + Penalty 3512.293759 = -5299971.668065
  nChanged 134
		SP:Iteration 48Q (30867.810000 sec): 3 clusters
  Score: Raw -5303542.991301 + Penalty 3512.293759 = -5300030.697542
  nChanged 117
		SP:Iteration 49Q (30868.170000 sec): 3 clusters
  Score: Raw -5303595.255678 + Penalty 3512.293759 = -5300082.961919
  nChanged 95
		SP:Iteration 50Q (30868.570000 sec): 3 clusters
  Score: Raw -5303635.336179 + Penalty 3512.293759 = -5300123.042420
  nChanged 97
		SP:Iteration 51Q (30868.930000 sec): 3 clusters
  Score: Raw -5303680.079638 + Penalty 3512.293759 = -5300167.785879
  nChanged 82
		SP:Iteration 52Q (30869.280000 sec): 3 clusters
  Score: Raw -5303717.797852 + Penalty 3512.293759 = -5300205.504093
  nChanged 79
		SP:Iteration 53Q (30869.650000 sec): 3 clusters
  Score: Raw -5303750.854395 + Penalty 3512.293759 = -5300238.560636
  nChanged 65
		SP:Iteration 54Q (30869.980000 sec): 3 clusters
  Score: Raw -5303775.787740 + Penalty 3512.293759 = -5300263.493981
  nChanged 44
		SP:Iteration 55Q (30870.330000 sec): 3 clusters
  Score: Raw -5303795.475212 + Penalty 3512.293759 = -5300283.181453
  nChanged 51
		SP:Iteration 56Q (30870.650000 sec): 3 clusters
  Score: Raw -5303817.532722 + Penalty 3512.293759 = -5300305.238963
  nChanged 38
		SP:Iteration 57Q (30871.010000 sec): 3 clusters
  Score: Raw -5303835.049860 + Penalty 3512.293759 = -5300322.756101
  nChanged 34
		SP:Iteration 58Q (30871.350000 sec): 3 clusters
  Score: Raw -5303847.881745 + Penalty 3512.293759 = -5300335.587986
  nChanged 24
		SP:Iteration 59Q (30871.710000 sec): 3 clusters
  Score: Raw -5303855.555410 + Penalty 3512.293759 = -5300343.261651
  nChanged 21
		SP:Iteration 60F (30872.070000 sec): 3 clusters
  Score: Raw -5303863.990036 + Penalty 3512.293759 = -5300351.696277
  nChanged 20
		SP:Iteration 61Q (30872.400000 sec): 3 clusters
  Score: Raw -5303871.364588 + Penalty 3512.293759 = -5300359.070829
  nChanged 16
		SP:Iteration 62Q (30872.810000 sec): 3 clusters
  Score: Raw -5303878.500346 + Penalty 3512.293759 = -5300366.206587
  nChanged 14
		SP:Iteration 63Q (30873.190000 sec): 3 clusters
  Score: Raw -5303883.839900 + Penalty 3512.293759 = -5300371.546141
  nChanged 15
		SP:Iteration 64Q (30873.560000 sec): 3 clusters
  Score: Raw -5303888.917734 + Penalty 3512.293759 = -5300376.623975
  nChanged 14
		SP:Iteration 65Q (30873.920000 sec): 3 clusters
  Score: Raw -5303896.815142 + Penalty 3512.293759 = -5300384.521383
  nChanged 16
		SP:Iteration 66Q (30874.250000 sec): 3 clusters
  Score: Raw -5303903.502791 + Penalty 3512.293759 = -5300391.209032
  nChanged 9
		SP:Iteration 67Q (30874.640000 sec): 3 clusters
  Score: Raw -5303907.538920 + Penalty 3512.293759 = -5300395.245161
  nChanged 13
		SP:Iteration 68Q (30875.000000 sec): 3 clusters
  Score: Raw -5303912.583989 + Penalty 3512.293759 = -5300400.290230
  nChanged 12
		SP:Iteration 69Q (30875.370000 sec): 3 clusters
  Score: Raw -5303916.550758 + Penalty 3512.293759 = -5300404.256999
  nChanged 7
		SP:Iteration 70Q (30875.770000 sec): 3 clusters
  Score: Raw -5303918.497893 + Penalty 3512.293759 = -5300406.204134
  nChanged 5
		SP:Iteration 71Q (30876.120000 sec): 3 clusters
  Score: Raw -5303920.325557 + Penalty 3512.293759 = -5300408.031798
  nChanged 3
		SP:Iteration 72Q (30876.500000 sec): 3 clusters
  Score: Raw -5303920.934711 + Penalty 3512.293759 = -5300408.640952
  nChanged 3
		SP:Iteration 73Q (30876.860000 sec): 3 clusters
  Score: Raw -5303922.108546 + Penalty 3512.293759 = -5300409.814787
  nChanged 4
		SP:Iteration 74Q (30877.200000 sec): 3 clusters
  Score: Raw -5303923.293653 + Penalty 3512.293759 = -5300410.999894
  nChanged 2
		SP:Iteration 75Q (30877.580000 sec): 3 clusters
  Score: Raw -5303924.559714 + Penalty 3512.293759 = -5300412.265955
  nChanged 6
		SP:Iteration 76Q (30877.970000 sec): 3 clusters
  Score: Raw -5303927.191813 + Penalty 3512.293759 = -5300414.898054
  nChanged 8
		SP:Iteration 77Q (30878.330000 sec): 3 clusters
  Score: Raw -5303930.131350 + Penalty 3512.293759 = -5300417.837591
  nChanged 6
		SP:Iteration 78Q (30878.640000 sec): 3 clusters
  Score: Raw -5303932.031028 + Penalty 3512.293759 = -5300419.737269
  nChanged 3
		SP:Iteration 79Q (30879.000000 sec): 3 clusters
  Score: Raw -5303933.006210 + Penalty 3512.293759 = -5300420.712451
  nChanged 3
		SP:Iteration 80F (30879.410000 sec): 3 clusters
  Score: Raw -5303934.109393 + Penalty 3512.293759 = -5300421.815634
  nChanged 5
		SP:Iteration 81Q (30879.790000 sec): 3 clusters
  Score: Raw -5303936.458319 + Penalty 3512.293759 = -5300424.164560
  nChanged 5
		SP:Iteration 82Q (30880.110000 sec): 3 clusters
  Score: Raw -5303938.175512 + Penalty 3512.293759 = -5300425.881753
  nChanged 2
		SP:Iteration 83Q (30880.490000 sec): 3 clusters
  Score: Raw -5303939.069251 + Penalty 3512.293759 = -5300426.775492
  nChanged 3
		SP:Iteration 84Q (30880.880000 sec): 3 clusters
  Score: Raw -5303939.968386 + Penalty 3512.293759 = -5300427.674627
  nChanged 1
		SP:Iteration 85Q (30881.290000 sec): 3 clusters
  Score: Raw -5303940.601802 + Penalty 3512.293759 = -5300428.308043
  nChanged 1
		SP:Iteration 86Q (30881.670000 sec): 3 clusters
  Score: Raw -5303940.980593 + Penalty 3512.293759 = -5300428.686834
  nChanged 1
		SP:Iteration 87Q (30882.030000 sec): 3 clusters
  Score: Raw -5303941.345924 + Penalty 3512.293759 = -5300429.052165
  nChanged 2
		SP:Iteration 88Q (30882.420000 sec): 3 clusters
  Score: Raw -5303941.572766 + Penalty 3512.293759 = -5300429.279007
  nChanged 1
		SP:Iteration 89Q (30882.780000 sec): 3 clusters
  Score: Raw -5303941.859404 + Penalty 3512.293759 = -5300429.565645
  nChanged 1
		SP:Iteration 90Q (30883.100000 sec): 3 clusters
  Score: Raw -5303942.425341 + Penalty 3512.293759 = -5300430.131582
  nChanged 2
		SP:Iteration 91Q (30883.460000 sec): 3 clusters
  Score: Raw -5303943.586283 + Penalty 3512.293759 = -5300431.292524
  nChanged 1
		SP:Iteration 92Q (30883.790000 sec): 3 clusters
  Score: Raw -5303943.962105 + Penalty 3512.293759 = -5300431.668346
  nChanged 2
		SP:Iteration 93Q (30884.150000 sec): 3 clusters
  Score: Raw -5303944.513710 + Penalty 3512.293759 = -5300432.219951
  nChanged 1
		SP:Iteration 94Q (30884.520000 sec): 3 clusters
  Score: Raw -5303945.177085 + Penalty 3512.293759 = -5300432.883326
  nChanged 1
		SP:Iteration 95Q (30884.820000 sec): 3 clusters
  Score: Raw -5303946.242886 + Penalty 3512.293759 = -5300433.949127
  nChanged 0
		SP:Iteration 96F (30885.250000 sec): 3 clusters
  Score: Raw -5303946.242886 + Penalty 3512.293759 = -5300433.949127
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30885.340000 sec): 2 clusters
  Score: Raw -306456.943213 + Penalty 1308.963131 = -305147.980081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30885.550000 sec): 3 clusters
  Score: Raw -305002.440364 + Penalty 2617.926263 = -302384.514101
  nChanged 1202
		SP:Iteration 1F (30885.750000 sec): 3 clusters
  Score: Raw -305758.682752 + Penalty 2617.926263 = -303140.756489
  nChanged 230
		SP:Iteration 2F (30885.910000 sec): 3 clusters
  Score: Raw -305889.023899 + Penalty 2617.926263 = -303271.097636
  nChanged 141
		SP:Iteration 3Q (30886.110000 sec): 3 clusters
  Score: Raw -305972.301373 + Penalty 2617.926263 = -303354.375110
  nChanged 106
		SP:Iteration 4Q (30886.300000 sec): 3 clusters
  Score: Raw -306042.019863 + Penalty 2617.926263 = -303424.093600
  nChanged 77
		SP:Iteration 5Q (30886.540000 sec): 3 clusters
  Score: Raw -306096.701908 + Penalty 2617.926263 = -303478.775645
  nChanged 91
		SP:Iteration 6Q (30886.720000 sec): 3 clusters
  Score: Raw -306147.230921 + Penalty 2617.926263 = -303529.304658
  nChanged 65
		SP:Iteration 7Q (30886.910000 sec): 3 clusters
  Score: Raw -306190.648674 + Penalty 2617.926263 = -303572.722412
  nChanged 72
		SP:Iteration 8Q (30887.050000 sec): 3 clusters
  Score: Raw -306232.663482 + Penalty 2617.926263 = -303614.737219
  nChanged 68
		SP:Iteration 9Q (30887.200000 sec): 3 clusters
  Score: Raw -306271.403793 + Penalty 2617.926263 = -303653.477530
  nChanged 87
		SP:Iteration 10Q (30887.320000 sec): 3 clusters
  Score: Raw -306317.906123 + Penalty 2617.926263 = -303699.979860
  nChanged 61
		SP:Iteration 11Q (30887.420000 sec): 3 clusters
  Score: Raw -306349.867043 + Penalty 2617.926263 = -303731.940780
  nChanged 66
		SP:Iteration 12Q (30887.610000 sec): 3 clusters
  Score: Raw -306385.378520 + Penalty 2617.926263 = -303767.452257
  nChanged 66
		SP:Iteration 13Q (30887.780000 sec): 3 clusters
  Score: Raw -306421.079400 + Penalty 2617.926263 = -303803.153137
  nChanged 85
		SP:Iteration 14Q (30887.990000 sec): 3 clusters
  Score: Raw -306468.236664 + Penalty 2617.926263 = -303850.310401
  nChanged 93
		SP:Iteration 15Q (30888.180000 sec): 3 clusters
  Score: Raw -306531.888576 + Penalty 2617.926263 = -303913.962313
  nChanged 101
		SP:Iteration 16Q (30888.370000 sec): 3 clusters
  Score: Raw -306600.029914 + Penalty 2617.926263 = -303982.103652
  nChanged 97
		SP:Iteration 17Q (30888.560000 sec): 3 clusters
  Score: Raw -306672.210082 + Penalty 2617.926263 = -304054.283819
  nChanged 106
		SP:Iteration 18Q (30888.700000 sec): 3 clusters
  Score: Raw -306768.598098 + Penalty 2617.926263 = -304150.671835
  nChanged 108
		SP:Iteration 19Q (30888.880000 sec): 3 clusters
  Score: Raw -306871.189814 + Penalty 2617.926263 = -304253.263551
  nChanged 99
		SP:Iteration 20F (30889.080000 sec): 3 clusters
  Score: Raw -306965.741715 + Penalty 2617.926263 = -304347.815453
  nChanged 77
		SP:Iteration 21Q (30889.240000 sec): 3 clusters
  Score: Raw -307037.462270 + Penalty 2617.926263 = -304419.536008
  nChanged 44
		SP:Iteration 22Q (30889.370000 sec): 3 clusters
  Score: Raw -307086.576009 + Penalty 2617.926263 = -304468.649746
  nChanged 40
		SP:Iteration 23Q (30889.560000 sec): 3 clusters
  Score: Raw -307122.080344 + Penalty 2617.926263 = -304504.154081
  nChanged 30
		SP:Iteration 24Q (30889.780000 sec): 3 clusters
  Score: Raw -307147.213913 + Penalty 2617.926263 = -304529.287650
  nChanged 28
		SP:Iteration 25Q (30889.990000 sec): 3 clusters
  Score: Raw -307171.077171 + Penalty 2617.926263 = -304553.150908
  nChanged 22
		SP:Iteration 26Q (30890.180000 sec): 3 clusters
  Score: Raw -307190.733249 + Penalty 2617.926263 = -304572.806986
  nChanged 13
		SP:Iteration 27Q (30890.380000 sec): 3 clusters
  Score: Raw -307206.690487 + Penalty 2617.926263 = -304588.764224
  nChanged 10
		SP:Iteration 28Q (30890.590000 sec): 3 clusters
  Score: Raw -307216.076607 + Penalty 2617.926263 = -304598.150344
  nChanged 8
		SP:Iteration 29Q (30890.790000 sec): 3 clusters
  Score: Raw -307221.721108 + Penalty 2617.926263 = -304603.794846
  nChanged 0
		SP:Iteration 30F (30891.020000 sec): 3 clusters
  Score: Raw -307221.721108 + Penalty 2617.926263 = -304603.794846
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30891.140000 sec): 2 clusters
  Score: Raw -358103.778924 + Penalty 1328.937588 = -356774.841336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30891.310000 sec): 3 clusters
  Score: Raw -356324.923921 + Penalty 2657.875176 = -353667.048745
  nChanged 1401
		SP:Iteration 1F (30891.510000 sec): 3 clusters
  Score: Raw -357233.901587 + Penalty 2657.875176 = -354576.026411
  nChanged 357
		SP:Iteration 2F (30891.740000 sec): 3 clusters
  Score: Raw -357641.746214 + Penalty 2657.875176 = -354983.871038
  nChanged 309
		SP:Iteration 3F (30891.910000 sec): 3 clusters
  Score: Raw -358045.880455 + Penalty 2657.875176 = -355388.005279
  nChanged 302
		SP:Iteration 4F (30892.140000 sec): 3 clusters
  Score: Raw -358413.230992 + Penalty 2657.875176 = -355755.355817
  nChanged 230
		SP:Iteration 5F (30892.360000 sec): 3 clusters
  Score: Raw -358653.185086 + Penalty 2657.875176 = -355995.309910
  nChanged 163
		SP:Iteration 6Q (30892.620000 sec): 3 clusters
  Score: Raw -358780.326028 + Penalty 2657.875176 = -356122.450852
  nChanged 103
		SP:Iteration 7Q (30892.810000 sec): 3 clusters
  Score: Raw -358863.426646 + Penalty 2657.875176 = -356205.551471
  nChanged 77
		SP:Iteration 8Q (30893.000000 sec): 3 clusters
  Score: Raw -358924.397108 + Penalty 2657.875176 = -356266.521933
  nChanged 77
		SP:Iteration 9Q (30893.240000 sec): 3 clusters
  Score: Raw -358971.659144 + Penalty 2657.875176 = -356313.783968
  nChanged 55
		SP:Iteration 10Q (30893.420000 sec): 3 clusters
  Score: Raw -359001.182053 + Penalty 2657.875176 = -356343.306877
  nChanged 36
		SP:Iteration 11Q (30893.580000 sec): 3 clusters
  Score: Raw -359017.371871 + Penalty 2657.875176 = -356359.496695
  nChanged 27
		SP:Iteration 12Q (30893.800000 sec): 3 clusters
  Score: Raw -359027.334897 + Penalty 2657.875176 = -356369.459722
  nChanged 18
		SP:Iteration 13Q (30893.990000 sec): 3 clusters
  Score: Raw -359036.623588 + Penalty 2657.875176 = -356378.748412
  nChanged 16
		SP:Iteration 14Q (30894.140000 sec): 3 clusters
  Score: Raw -359044.248062 + Penalty 2657.875176 = -356386.372887
  nChanged 15
		SP:Iteration 15Q (30894.310000 sec): 3 clusters
  Score: Raw -359050.771843 + Penalty 2657.875176 = -356392.896667
  nChanged 13
		SP:Iteration 16Q (30894.520000 sec): 3 clusters
  Score: Raw -359056.106738 + Penalty 2657.875176 = -356398.231562
  nChanged 9
		SP:Iteration 17Q (30894.710000 sec): 3 clusters
  Score: Raw -359059.267836 + Penalty 2657.875176 = -356401.392660
  nChanged 9
		SP:Iteration 18Q (30894.960000 sec): 3 clusters
  Score: Raw -359062.429633 + Penalty 2657.875176 = -356404.554457
  nChanged 7
		SP:Iteration 19Q (30895.150000 sec): 3 clusters
  Score: Raw -359065.030571 + Penalty 2657.875176 = -356407.155396
  nChanged 3
		SP:Iteration 20F (30895.350000 sec): 3 clusters
  Score: Raw -359066.278175 + Penalty 2657.875176 = -356408.402999
  nChanged 1
		SP:Iteration 21Q (30895.550000 sec): 3 clusters
  Score: Raw -359066.933252 + Penalty 2657.875176 = -356409.058076
  nChanged 1
		SP:Iteration 22Q (30895.740000 sec): 3 clusters
  Score: Raw -359067.197949 + Penalty 2657.875176 = -356409.322773
  nChanged 0
		SP:Iteration 23F (30895.930000 sec): 3 clusters
  Score: Raw -359067.197949 + Penalty 2657.875176 = -356409.322773
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (109739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30896.480000 sec): 2 clusters
  Score: Raw -11292222.157781 + Penalty 1885.952266 = -11290336.205515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30897.180000 sec): 3 clusters
  Score: Raw -11220882.233582 + Penalty 3771.904532 = -11217110.329050
  nChanged 52607
		SP:Iteration 1F (30897.800000 sec): 3 clusters
  Score: Raw -11253249.212735 + Penalty 3771.904532 = -11249477.308203
  nChanged 5697
		SP:Iteration 2F (30898.450000 sec): 3 clusters
  Score: Raw -11255925.134837 + Penalty 3771.904532 = -11252153.230305
  nChanged 6861
		SP:Iteration 3F (30899.100000 sec): 3 clusters
  Score: Raw -11259814.405029 + Penalty 3771.904532 = -11256042.500497
  nChanged 7835
		SP:Iteration 4F (30899.780000 sec): 3 clusters
  Score: Raw -11265226.341996 + Penalty 3771.904532 = -11261454.437464
  nChanged 8160
		SP:Iteration 5F (30900.450000 sec): 3 clusters
  Score: Raw -11271773.172207 + Penalty 3771.904532 = -11268001.267675
  nChanged 7186
		SP:Iteration 6F (30901.010000 sec): 3 clusters
  Score: Raw -11278109.544908 + Penalty 3771.904532 = -11274337.640376
  nChanged 5551
		SP:Iteration 7F (30901.730000 sec): 3 clusters
  Score: Raw -11283206.040360 + Penalty 3771.904532 = -11279434.135828
  nChanged 3836
		SP:Iteration 8Q (30902.460000 sec): 3 clusters
  Score: Raw -11286282.504996 + Penalty 3771.904532 = -11282510.600464
  nChanged 2609
		SP:Iteration 9Q (30903.100000 sec): 3 clusters
  Score: Raw -11288008.664841 + Penalty 3771.904532 = -11284236.760309
  nChanged 1966
		SP:Iteration 10Q (30903.710000 sec): 3 clusters
  Score: Raw -11289163.267035 + Penalty 3771.904532 = -11285391.362503
  nChanged 1651
		SP:Iteration 11Q (30904.280000 sec): 3 clusters
  Score: Raw -11290122.736183 + Penalty 3771.904532 = -11286350.831651
  nChanged 1330
		SP:Iteration 12Q (30904.900000 sec): 3 clusters
  Score: Raw -11290864.774777 + Penalty 3771.904532 = -11287092.870245
  nChanged 1094
		SP:Iteration 13Q (30905.510000 sec): 3 clusters
  Score: Raw -11291452.540689 + Penalty 3771.904532 = -11287680.636157
  nChanged 925
		SP:Iteration 14Q (30906.170000 sec): 3 clusters
  Score: Raw -11291925.349158 + Penalty 3771.904532 = -11288153.444626
  nChanged 757
		SP:Iteration 15Q (30906.750000 sec): 3 clusters
  Score: Raw -11292283.547242 + Penalty 3771.904532 = -11288511.642710
  nChanged 621
		SP:Iteration 16Q (30907.310000 sec): 3 clusters
  Score: Raw -11292532.241110 + Penalty 3771.904532 = -11288760.336578
  nChanged 450
		SP:Iteration 17Q (30907.870000 sec): 3 clusters
  Score: Raw -11292695.933742 + Penalty 3771.904532 = -11288924.029210
  nChanged 386
		SP:Iteration 18Q (30908.420000 sec): 3 clusters
  Score: Raw -11292831.409568 + Penalty 3771.904532 = -11289059.505036
  nChanged 352
		SP:Iteration 19Q (30909.000000 sec): 3 clusters
  Score: Raw -11292936.483428 + Penalty 3771.904532 = -11289164.578896
  nChanged 269
		SP:Iteration 20F (30909.650000 sec): 3 clusters
  Score: Raw -11293012.734181 + Penalty 3771.904532 = -11289240.829649
  nChanged 247
		SP:Iteration 21Q (30910.330000 sec): 3 clusters
  Score: Raw -11293077.352644 + Penalty 3771.904532 = -11289305.448112
  nChanged 210
		SP:Iteration 22Q (30910.950000 sec): 3 clusters
  Score: Raw -11293134.201406 + Penalty 3771.904532 = -11289362.296875
  nChanged 194
		SP:Iteration 23Q (30911.570000 sec): 3 clusters
  Score: Raw -11293185.374301 + Penalty 3771.904532 = -11289413.469769
  nChanged 176
		SP:Iteration 24Q (30912.170000 sec): 3 clusters
  Score: Raw -11293232.811735 + Penalty 3771.904532 = -11289460.907203
  nChanged 152
		SP:Iteration 25Q (30912.690000 sec): 3 clusters
  Score: Raw -11293269.526668 + Penalty 3771.904532 = -11289497.622136
  nChanged 122
		SP:Iteration 26Q (30913.340000 sec): 3 clusters
  Score: Raw -11293296.187448 + Penalty 3771.904532 = -11289524.282916
  nChanged 101
		SP:Iteration 27Q (30913.930000 sec): 3 clusters
  Score: Raw -11293315.777718 + Penalty 3771.904532 = -11289543.873186
  nChanged 77
		SP:Iteration 28Q (30914.530000 sec): 3 clusters
  Score: Raw -11293328.388646 + Penalty 3771.904532 = -11289556.484114
  nChanged 67
		SP:Iteration 29Q (30915.120000 sec): 3 clusters
  Score: Raw -11293339.959083 + Penalty 3771.904532 = -11289568.054551
  nChanged 50
		SP:Iteration 30Q (30915.650000 sec): 3 clusters
  Score: Raw -11293347.804470 + Penalty 3771.904532 = -11289575.899938
  nChanged 37
		SP:Iteration 31Q (30916.160000 sec): 3 clusters
  Score: Raw -11293354.102080 + Penalty 3771.904532 = -11289582.197548
  nChanged 37
		SP:Iteration 32Q (30916.740000 sec): 3 clusters
  Score: Raw -11293359.705306 + Penalty 3771.904532 = -11289587.800774
  nChanged 36
		SP:Iteration 33Q (30917.230000 sec): 3 clusters
  Score: Raw -11293367.382629 + Penalty 3771.904532 = -11289595.478097
  nChanged 41
		SP:Iteration 34Q (30917.830000 sec): 3 clusters
  Score: Raw -11293374.604591 + Penalty 3771.904532 = -11289602.700059
  nChanged 37
		SP:Iteration 35Q (30918.400000 sec): 3 clusters
  Score: Raw -11293380.464727 + Penalty 3771.904532 = -11289608.560195
  nChanged 34
		SP:Iteration 36Q (30919.000000 sec): 3 clusters
  Score: Raw -11293388.731712 + Penalty 3771.904532 = -11289616.827180
  nChanged 36
		SP:Iteration 37Q (30919.570000 sec): 3 clusters
  Score: Raw -11293396.549161 + Penalty 3771.904532 = -11289624.644630
  nChanged 34
		SP:Iteration 38Q (30920.100000 sec): 3 clusters
  Score: Raw -11293402.824662 + Penalty 3771.904532 = -11289630.920131
  nChanged 33
		SP:Iteration 39Q (30920.620000 sec): 3 clusters
  Score: Raw -11293408.245893 + Penalty 3771.904532 = -11289636.341361
  nChanged 35
		SP:Iteration 40F (30921.200000 sec): 3 clusters
  Score: Raw -11293414.000114 + Penalty 3771.904532 = -11289642.095582
  nChanged 26
		SP:Iteration 41Q (30921.740000 sec): 3 clusters
  Score: Raw -11293418.137632 + Penalty 3771.904532 = -11289646.233100
  nChanged 25
		SP:Iteration 42Q (30922.270000 sec): 3 clusters
  Score: Raw -11293421.438941 + Penalty 3771.904532 = -11289649.534409
  nChanged 18
		SP:Iteration 43Q (30922.900000 sec): 3 clusters
  Score: Raw -11293423.502368 + Penalty 3771.904532 = -11289651.597837
  nChanged 8
		SP:Iteration 44Q (30923.630000 sec): 3 clusters
  Score: Raw -11293424.487667 + Penalty 3771.904532 = -11289652.583135
  nChanged 12
		SP:Iteration 45Q (30924.230000 sec): 3 clusters
  Score: Raw -11293426.238514 + Penalty 3771.904532 = -11289654.333982
  nChanged 12
		SP:Iteration 46Q (30924.760000 sec): 3 clusters
  Score: Raw -11293428.013686 + Penalty 3771.904532 = -11289656.109154
  nChanged 14
		SP:Iteration 47Q (30925.330000 sec): 3 clusters
  Score: Raw -11293430.147587 + Penalty 3771.904532 = -11289658.243055
  nChanged 10
		SP:Iteration 48Q (30925.900000 sec): 3 clusters
  Score: Raw -11293431.021772 + Penalty 3771.904532 = -11289659.117240
  nChanged 5
		SP:Iteration 49Q (30926.500000 sec): 3 clusters
  Score: Raw -11293432.235084 + Penalty 3771.904532 = -11289660.330553
  nChanged 13
		SP:Iteration 50Q (30927.080000 sec): 3 clusters
  Score: Raw -11293435.428682 + Penalty 3771.904532 = -11289663.524150
  nChanged 8
		SP:Iteration 51Q (30927.670000 sec): 3 clusters
  Score: Raw -11293436.508166 + Penalty 3771.904532 = -11289664.603634
  nChanged 11
		SP:Iteration 52Q (30928.240000 sec): 3 clusters
  Score: Raw -11293437.795008 + Penalty 3771.904532 = -11289665.890476
  nChanged 12
		SP:Iteration 53Q (30928.830000 sec): 3 clusters
  Score: Raw -11293439.694494 + Penalty 3771.904532 = -11289667.789962
  nChanged 15
		SP:Iteration 54Q (30929.400000 sec): 3 clusters
  Score: Raw -11293442.244565 + Penalty 3771.904532 = -11289670.340033
  nChanged 14
		SP:Iteration 55Q (30929.960000 sec): 3 clusters
  Score: Raw -11293443.862429 + Penalty 3771.904532 = -11289671.957897
  nChanged 11
		SP:Iteration 56Q (30930.490000 sec): 3 clusters
  Score: Raw -11293445.075297 + Penalty 3771.904532 = -11289673.170765
  nChanged 6
		SP:Iteration 57Q (30931.090000 sec): 3 clusters
  Score: Raw -11293445.857701 + Penalty 3771.904532 = -11289673.953169
  nChanged 5
		SP:Iteration 58Q (30931.720000 sec): 3 clusters
  Score: Raw -11293446.392667 + Penalty 3771.904532 = -11289674.488135
  nChanged 4
		SP:Iteration 59Q (30932.300000 sec): 3 clusters
  Score: Raw -11293446.868681 + Penalty 3771.904532 = -11289674.964149
  nChanged 4
		SP:Iteration 60F (30932.920000 sec): 3 clusters
  Score: Raw -11293447.266524 + Penalty 3771.904532 = -11289675.361992
  nChanged 4
		SP:Iteration 61Q (30933.490000 sec): 3 clusters
  Score: Raw -11293447.574159 + Penalty 3771.904532 = -11289675.669627
  nChanged 4
		SP:Iteration 62Q (30934.080000 sec): 3 clusters
  Score: Raw -11293448.024005 + Penalty 3771.904532 = -11289676.119473
  nChanged 4
		SP:Iteration 63Q (30934.640000 sec): 3 clusters
  Score: Raw -11293448.447620 + Penalty 3771.904532 = -11289676.543088
  nChanged 8
		SP:Iteration 64Q (30935.160000 sec): 3 clusters
  Score: Raw -11293449.167032 + Penalty 3771.904532 = -11289677.262500
  nChanged 7
		SP:Iteration 65Q (30935.650000 sec): 3 clusters
  Score: Raw -11293449.964320 + Penalty 3771.904532 = -11289678.059788
  nChanged 5
		SP:Iteration 66Q (30936.200000 sec): 3 clusters
  Score: Raw -11293450.297585 + Penalty 3771.904532 = -11289678.393053
  nChanged 3
		SP:Iteration 67Q (30936.800000 sec): 3 clusters
  Score: Raw -11293450.556358 + Penalty 3771.904532 = -11289678.651826
  nChanged 3
		SP:Iteration 68Q (30937.480000 sec): 3 clusters
  Score: Raw -11293450.823151 + Penalty 3771.904532 = -11289678.918619
  nChanged 2
		SP:Iteration 69Q (30938.060000 sec): 3 clusters
  Score: Raw -11293451.233569 + Penalty 3771.904532 = -11289679.329037
  nChanged 2
		SP:Iteration 70Q (30938.680000 sec): 3 clusters
  Score: Raw -11293451.710062 + Penalty 3771.904532 = -11289679.805530
  nChanged 2
		SP:Iteration 71Q (30939.290000 sec): 3 clusters
  Score: Raw -11293451.817294 + Penalty 3771.904532 = -11289679.912762
  nChanged 1
		SP:Iteration 72Q (30939.860000 sec): 3 clusters
  Score: Raw -11293451.917172 + Penalty 3771.904532 = -11289680.012640
  nChanged 1
		SP:Iteration 73Q (30940.430000 sec): 3 clusters
  Score: Raw -11293452.041001 + Penalty 3771.904532 = -11289680.136470
  nChanged 2
		SP:Iteration 74Q (30941.000000 sec): 3 clusters
  Score: Raw -11293452.259829 + Penalty 3771.904532 = -11289680.355297
  nChanged 2
		SP:Iteration 75Q (30941.500000 sec): 3 clusters
  Score: Raw -11293452.388758 + Penalty 3771.904532 = -11289680.484226
  nChanged 1
		SP:Iteration 76Q (30942.040000 sec): 3 clusters
  Score: Raw -11293452.541331 + Penalty 3771.904532 = -11289680.636799
  nChanged 2
		SP:Iteration 77Q (30942.640000 sec): 3 clusters
  Score: Raw -11293452.661990 + Penalty 3771.904532 = -11289680.757458
  nChanged 3
		SP:Iteration 78Q (30943.260000 sec): 3 clusters
  Score: Raw -11293453.026297 + Penalty 3771.904532 = -11289681.121765
  nChanged 3
		SP:Iteration 79Q (30943.820000 sec): 3 clusters
  Score: Raw -11293453.177456 + Penalty 3771.904532 = -11289681.272924
  nChanged 3
		SP:Iteration 80F (30944.430000 sec): 3 clusters
  Score: Raw -11293453.437918 + Penalty 3771.904532 = -11289681.533387
  nChanged 1
		SP:Iteration 81Q (30945.060000 sec): 3 clusters
  Score: Raw -11293453.568642 + Penalty 3771.904532 = -11289681.664110
  nChanged 1
		SP:Iteration 82Q (30945.610000 sec): 3 clusters
  Score: Raw -11293453.699356 + Penalty 3771.904532 = -11289681.794824
  nChanged 1
		SP:Iteration 83Q (30946.160000 sec): 3 clusters
  Score: Raw -11293453.862062 + Penalty 3771.904532 = -11289681.957530
  nChanged 4
		SP:Iteration 84Q (30946.720000 sec): 3 clusters
  Score: Raw -11293454.384611 + Penalty 3771.904532 = -11289682.480079
  nChanged 5
		SP:Iteration 85Q (30947.450000 sec): 3 clusters
  Score: Raw -11293454.701760 + Penalty 3771.904532 = -11289682.797228
  nChanged 2
		SP:Iteration 86Q (30948.040000 sec): 3 clusters
  Score: Raw -11293454.797177 + Penalty 3771.904532 = -11289682.892645
  nChanged 2
		SP:Iteration 87Q (30948.660000 sec): 3 clusters
  Score: Raw -11293454.886519 + Penalty 3771.904532 = -11289682.981987
  nChanged 1
		SP:Iteration 88Q (30949.220000 sec): 3 clusters
  Score: Raw -11293455.044751 + Penalty 3771.904532 = -11289683.140220
  nChanged 3
		SP:Iteration 89Q (30949.760000 sec): 3 clusters
  Score: Raw -11293455.379579 + Penalty 3771.904532 = -11289683.475047
  nChanged 3
		SP:Iteration 90Q (30950.240000 sec): 3 clusters
  Score: Raw -11293455.903043 + Penalty 3771.904532 = -11289683.998512
  nChanged 1
		SP:Iteration 91Q (30950.800000 sec): 3 clusters
  Score: Raw -11293455.973509 + Penalty 3771.904532 = -11289684.068977
  nChanged 1
		SP:Iteration 92Q (30951.320000 sec): 3 clusters
  Score: Raw -11293456.172371 + Penalty 3771.904532 = -11289684.267840
  nChanged 2
		SP:Iteration 93Q (30951.880000 sec): 3 clusters
  Score: Raw -11293456.449314 + Penalty 3771.904532 = -11289684.544782
  nChanged 3
		SP:Iteration 94Q (30952.410000 sec): 3 clusters
  Score: Raw -11293456.769352 + Penalty 3771.904532 = -11289684.864820
  nChanged 2
		SP:Iteration 95Q (30952.950000 sec): 3 clusters
  Score: Raw -11293457.077545 + Penalty 3771.904532 = -11289685.173013
  nChanged 3
		SP:Iteration 96Q (30953.490000 sec): 3 clusters
  Score: Raw -11293457.678224 + Penalty 3771.904532 = -11289685.773692
  nChanged 4
		SP:Iteration 97Q (30954.010000 sec): 3 clusters
  Score: Raw -11293458.171456 + Penalty 3771.904532 = -11289686.266924
  nChanged 2
		SP:Iteration 98Q (30954.580000 sec): 3 clusters
  Score: Raw -11293458.328003 + Penalty 3771.904532 = -11289686.423471
  nChanged 2
		SP:Iteration 99Q (30955.230000 sec): 3 clusters
  Score: Raw -11293458.702627 + Penalty 3771.904532 = -11289686.798095
  nChanged 4
		SP:Iteration 100F (30955.840000 sec): 3 clusters
  Score: Raw -11293459.128672 + Penalty 3771.904532 = -11289687.224140
  nChanged 2
		SP:Iteration 101Q (30956.390000 sec): 3 clusters
  Score: Raw -11293459.227874 + Penalty 3771.904532 = -11289687.323342
  nChanged 0
		SP:Iteration 102F (30957.010000 sec): 3 clusters
  Score: Raw -11293459.227874 + Penalty 3771.904532 = -11289687.323342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30957.150000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30957.360000 sec): 3 clusters
  Score: Raw -21099.271748 + Penalty 1770.189646 = -19329.082102
  nChanged 35
		SP:Iteration 1F (30957.500000 sec): 3 clusters
  Score: Raw -21210.065674 + Penalty 1770.189646 = -19439.876028
  nChanged 7
		SP:Iteration 2Q (30957.730000 sec): 3 clusters
  Score: Raw -21244.511498 + Penalty 1770.189646 = -19474.321852
  nChanged 4
		SP:Iteration 3Q (30957.910000 sec): 3 clusters
  Score: Raw -21260.862000 + Penalty 1770.189646 = -19490.672354
  nChanged 4
		SP:Iteration 4Q (30958.090000 sec): 3 clusters
  Score: Raw -21278.110114 + Penalty 1770.189646 = -19507.920468
  nChanged 2
		SP:Iteration 5Q (30958.290000 sec): 3 clusters
  Score: Raw -21283.059908 + Penalty 1770.189646 = -19512.870263
  nChanged 0
		SP:Iteration 6F (30958.480000 sec): 3 clusters
  Score: Raw -21283.059908 + Penalty 1770.189646 = -19512.870263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30958.560000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30958.750000 sec): 3 clusters
  Score: Raw -147894.172570 + Penalty 2342.554458 = -145551.618111
  nChanged 421
		SP:Iteration 1F (30958.970000 sec): 3 clusters
  Score: Raw -148185.821189 + Penalty 2342.554458 = -145843.266731
  nChanged 87
		SP:Iteration 2F (30959.130000 sec): 3 clusters
  Score: Raw -148251.728841 + Penalty 2342.554458 = -145909.174383
  nChanged 54
		SP:Iteration 3Q (30959.350000 sec): 3 clusters
  Score: Raw -148290.625677 + Penalty 2342.554458 = -145948.071219
  nChanged 29
		SP:Iteration 4Q (30959.500000 sec): 3 clusters
  Score: Raw -148310.365564 + Penalty 2342.554458 = -145967.811106
  nChanged 17
		SP:Iteration 5Q (30959.710000 sec): 3 clusters
  Score: Raw -148322.502079 + Penalty 2342.554458 = -145979.947621
  nChanged 14
		SP:Iteration 6Q (30959.860000 sec): 3 clusters
  Score: Raw -148330.710538 + Penalty 2342.554458 = -145988.156080
  nChanged 10
		SP:Iteration 7Q (30960.090000 sec): 3 clusters
  Score: Raw -148337.062297 + Penalty 2342.554458 = -145994.507839
  nChanged 8
		SP:Iteration 8Q (30960.280000 sec): 3 clusters
  Score: Raw -148342.849863 + Penalty 2342.554458 = -146000.295405
  nChanged 5
		SP:Iteration 9Q (30960.430000 sec): 3 clusters
  Score: Raw -148346.280877 + Penalty 2342.554458 = -146003.726419
  nChanged 5
		SP:Iteration 10Q (30960.620000 sec): 3 clusters
  Score: Raw -148347.450834 + Penalty 2342.554458 = -146004.896376
  nChanged 3
		SP:Iteration 11Q (30960.810000 sec): 3 clusters
  Score: Raw -148348.551435 + Penalty 2342.554458 = -146005.996976
  nChanged 3
		SP:Iteration 12Q (30961.020000 sec): 3 clusters
  Score: Raw -148349.365435 + Penalty 2342.554458 = -146006.810977
  nChanged 5
		SP:Iteration 13Q (30961.170000 sec): 3 clusters
  Score: Raw -148350.589582 + Penalty 2342.554458 = -146008.035124
  nChanged 2
		SP:Iteration 14Q (30961.340000 sec): 3 clusters
  Score: Raw -148351.170916 + Penalty 2342.554458 = -146008.616458
  nChanged 1
		SP:Iteration 15Q (30961.530000 sec): 3 clusters
  Score: Raw -148351.326291 + Penalty 2342.554458 = -146008.771833
  nChanged 1
		SP:Iteration 16Q (30961.710000 sec): 3 clusters
  Score: Raw -148351.813984 + Penalty 2342.554458 = -146009.259526
  nChanged 1
		SP:Iteration 17Q (30961.880000 sec): 3 clusters
  Score: Raw -148352.180199 + Penalty 2342.554458 = -146009.625741
  nChanged 0
		SP:Iteration 18F (30962.060000 sec): 3 clusters
  Score: Raw -148352.180199 + Penalty 2342.554458 = -146009.625741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30962.230000 sec): 2 clusters
  Score: Raw -1218300.713569 + Penalty 1524.647025 = -1216776.066544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30962.500000 sec): 3 clusters
  Score: Raw -1211464.459655 + Penalty 3049.294049 = -1208415.165606
  nChanged 5211
		SP:Iteration 1F (30962.730000 sec): 3 clusters
  Score: Raw -1214320.517838 + Penalty 3049.294049 = -1211271.223789
  nChanged 747
		SP:Iteration 2F (30962.940000 sec): 3 clusters
  Score: Raw -1214706.789784 + Penalty 3049.294049 = -1211657.495735
  nChanged 731
		SP:Iteration 3F (30963.130000 sec): 3 clusters
  Score: Raw -1215108.412631 + Penalty 3049.294049 = -1212059.118582
  nChanged 750
		SP:Iteration 4F (30963.350000 sec): 3 clusters
  Score: Raw -1215563.537029 + Penalty 3049.294049 = -1212514.242979
  nChanged 743
		SP:Iteration 5F (30963.590000 sec): 3 clusters
  Score: Raw -1216040.531586 + Penalty 3049.294049 = -1212991.237536
  nChanged 709
		SP:Iteration 6F (30963.810000 sec): 3 clusters
  Score: Raw -1216467.787423 + Penalty 3049.294049 = -1213418.493374
  nChanged 587
		SP:Iteration 7Q (30964.070000 sec): 3 clusters
  Score: Raw -1216760.418870 + Penalty 3049.294049 = -1213711.124821
  nChanged 440
		SP:Iteration 8Q (30964.270000 sec): 3 clusters
  Score: Raw -1216943.486147 + Penalty 3049.294049 = -1213894.192098
  nChanged 350
		SP:Iteration 9Q (30964.530000 sec): 3 clusters
  Score: Raw -1217073.509270 + Penalty 3049.294049 = -1214024.215221
  nChanged 252
		SP:Iteration 10Q (30964.760000 sec): 3 clusters
  Score: Raw -1217160.077359 + Penalty 3049.294049 = -1214110.783310
  nChanged 195
		SP:Iteration 11Q (30964.980000 sec): 3 clusters
  Score: Raw -1217217.361305 + Penalty 3049.294049 = -1214168.067256
  nChanged 144
		SP:Iteration 12Q (30965.190000 sec): 3 clusters
  Score: Raw -1217255.015532 + Penalty 3049.294049 = -1214205.721483
  nChanged 129
		SP:Iteration 13Q (30965.500000 sec): 3 clusters
  Score: Raw -1217287.997846 + Penalty 3049.294049 = -1214238.703796
  nChanged 134
		SP:Iteration 14Q (30965.720000 sec): 3 clusters
  Score: Raw -1217324.480880 + Penalty 3049.294049 = -1214275.186831
  nChanged 124
		SP:Iteration 15Q (30966.020000 sec): 3 clusters
  Score: Raw -1217361.986177 + Penalty 3049.294049 = -1214312.692128
  nChanged 139
		SP:Iteration 16Q (30966.200000 sec): 3 clusters
  Score: Raw -1217406.951114 + Penalty 3049.294049 = -1214357.657065
  nChanged 137
		SP:Iteration 17Q (30966.470000 sec): 3 clusters
  Score: Raw -1217456.311594 + Penalty 3049.294049 = -1214407.017544
  nChanged 151
		SP:Iteration 18Q (30966.750000 sec): 3 clusters
  Score: Raw -1217514.241402 + Penalty 3049.294049 = -1214464.947353
  nChanged 168
		SP:Iteration 19Q (30967.000000 sec): 3 clusters
  Score: Raw -1217585.785542 + Penalty 3049.294049 = -1214536.491493
  nChanged 158
		SP:Iteration 20F (30967.260000 sec): 3 clusters
  Score: Raw -1217659.304932 + Penalty 3049.294049 = -1214610.010883
  nChanged 168
		SP:Iteration 21Q (30967.470000 sec): 3 clusters
  Score: Raw -1217738.683622 + Penalty 3049.294049 = -1214689.389572
  nChanged 157
		SP:Iteration 22Q (30967.710000 sec): 3 clusters
  Score: Raw -1217804.168142 + Penalty 3049.294049 = -1214754.874093
  nChanged 143
		SP:Iteration 23Q (30967.940000 sec): 3 clusters
  Score: Raw -1217867.963316 + Penalty 3049.294049 = -1214818.669267
  nChanged 132
		SP:Iteration 24Q (30968.140000 sec): 3 clusters
  Score: Raw -1217926.780171 + Penalty 3049.294049 = -1214877.486122
  nChanged 135
		SP:Iteration 25Q (30968.370000 sec): 3 clusters
  Score: Raw -1217993.394474 + Penalty 3049.294049 = -1214944.100425
  nChanged 126
		SP:Iteration 26Q (30968.640000 sec): 3 clusters
  Score: Raw -1218064.159352 + Penalty 3049.294049 = -1215014.865303
  nChanged 122
		SP:Iteration 27Q (30968.870000 sec): 3 clusters
  Score: Raw -1218132.282254 + Penalty 3049.294049 = -1215082.988204
  nChanged 108
		SP:Iteration 28Q (30969.160000 sec): 3 clusters
  Score: Raw -1218198.097170 + Penalty 3049.294049 = -1215148.803121
  nChanged 98
		SP:Iteration 29Q (30969.460000 sec): 3 clusters
  Score: Raw -1218254.824359 + Penalty 3049.294049 = -1215205.530309
  nChanged 88
		SP:Iteration 30Q (30969.730000 sec): 3 clusters
  Score: Raw -1218308.257274 + Penalty 3049.294049 = -1215258.963225
  nChanged 78
		SP:Iteration 31Q (30969.980000 sec): 3 clusters
  Score: Raw -1218356.884334 + Penalty 3049.294049 = -1215307.590285
  nChanged 71
		SP:Iteration 32Q (30970.190000 sec): 3 clusters
  Score: Raw -1218398.411795 + Penalty 3049.294049 = -1215349.117746
  nChanged 51
		SP:Iteration 33Q (30970.430000 sec): 3 clusters
  Score: Raw -1218432.423478 + Penalty 3049.294049 = -1215383.129429
  nChanged 54
		SP:Iteration 34Q (30970.650000 sec): 3 clusters
  Score: Raw -1218472.488037 + Penalty 3049.294049 = -1215423.193988
  nChanged 45
		SP:Iteration 35Q (30970.850000 sec): 3 clusters
  Score: Raw -1218504.922429 + Penalty 3049.294049 = -1215455.628380
  nChanged 22
		SP:Iteration 36Q (30971.060000 sec): 3 clusters
  Score: Raw -1218527.940190 + Penalty 3049.294049 = -1215478.646141
  nChanged 19
		SP:Iteration 37Q (30971.290000 sec): 3 clusters
  Score: Raw -1218546.276347 + Penalty 3049.294049 = -1215496.982298
  nChanged 19
		SP:Iteration 38Q (30971.520000 sec): 3 clusters
  Score: Raw -1218561.157913 + Penalty 3049.294049 = -1215511.863863
  nChanged 19
		SP:Iteration 39Q (30971.760000 sec): 3 clusters
  Score: Raw -1218573.699299 + Penalty 3049.294049 = -1215524.405250
  nChanged 8
		SP:Iteration 40F (30971.980000 sec): 3 clusters
  Score: Raw -1218578.180745 + Penalty 3049.294049 = -1215528.886696
  nChanged 8
		SP:Iteration 41Q (30972.230000 sec): 3 clusters
  Score: Raw -1218585.739264 + Penalty 3049.294049 = -1215536.445215
  nChanged 9
		SP:Iteration 42Q (30972.470000 sec): 3 clusters
  Score: Raw -1218594.316731 + Penalty 3049.294049 = -1215545.022682
  nChanged 7
		SP:Iteration 43Q (30972.670000 sec): 3 clusters
  Score: Raw -1218598.982831 + Penalty 3049.294049 = -1215549.688781
  nChanged 7
		SP:Iteration 44Q (30972.910000 sec): 3 clusters
  Score: Raw -1218605.435599 + Penalty 3049.294049 = -1215556.141549
  nChanged 8
		SP:Iteration 45Q (30973.140000 sec): 3 clusters
  Score: Raw -1218610.800113 + Penalty 3049.294049 = -1215561.506063
  nChanged 8
		SP:Iteration 46Q (30973.350000 sec): 3 clusters
  Score: Raw -1218616.033344 + Penalty 3049.294049 = -1215566.739295
  nChanged 2
		SP:Iteration 47Q (30973.620000 sec): 3 clusters
  Score: Raw -1218617.235531 + Penalty 3049.294049 = -1215567.941481
  nChanged 3
		SP:Iteration 48Q (30973.840000 sec): 3 clusters
  Score: Raw -1218620.161508 + Penalty 3049.294049 = -1215570.867459
  nChanged 5
		SP:Iteration 49Q (30974.030000 sec): 3 clusters
  Score: Raw -1218625.681477 + Penalty 3049.294049 = -1215576.387427
  nChanged 3
		SP:Iteration 50Q (30974.230000 sec): 3 clusters
  Score: Raw -1218627.131595 + Penalty 3049.294049 = -1215577.837546
  nChanged 2
		SP:Iteration 51Q (30974.450000 sec): 3 clusters
  Score: Raw -1218628.182461 + Penalty 3049.294049 = -1215578.888412
  nChanged 2
		SP:Iteration 52Q (30974.690000 sec): 3 clusters
  Score: Raw -1218628.597551 + Penalty 3049.294049 = -1215579.303502
  nChanged 0
		SP:Iteration 53F (30974.930000 sec): 3 clusters
  Score: Raw -1218628.597551 + Penalty 3049.294049 = -1215579.303502
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30975.090000 sec): 2 clusters
  Score: Raw -1959535.418670 + Penalty 1613.804192 = -1957921.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30975.370000 sec): 3 clusters
  Score: Raw -1947116.072579 + Penalty 3227.608384 = -1943888.464195
  nChanged 9422
		SP:Iteration 1F (30975.610000 sec): 3 clusters
  Score: Raw -1952696.033726 + Penalty 3227.608384 = -1949468.425343
  nChanged 1354
		SP:Iteration 2F (30975.930000 sec): 3 clusters
  Score: Raw -1953422.620335 + Penalty 3227.608384 = -1950195.011951
  nChanged 1309
		SP:Iteration 3F (30976.180000 sec): 3 clusters
  Score: Raw -1954166.336233 + Penalty 3227.608384 = -1950938.727849
  nChanged 1267
		SP:Iteration 4F (30976.410000 sec): 3 clusters
  Score: Raw -1954921.850776 + Penalty 3227.608384 = -1951694.242392
  nChanged 1181
		SP:Iteration 5F (30976.660000 sec): 3 clusters
  Score: Raw -1955634.027754 + Penalty 3227.608384 = -1952406.419370
  nChanged 1095
		SP:Iteration 6F (30976.920000 sec): 3 clusters
  Score: Raw -1956239.926909 + Penalty 3227.608384 = -1953012.318525
  nChanged 928
		SP:Iteration 7Q (30977.150000 sec): 3 clusters
  Score: Raw -1956691.585025 + Penalty 3227.608384 = -1953463.976642
  nChanged 779
		SP:Iteration 8Q (30977.430000 sec): 3 clusters
  Score: Raw -1957047.275352 + Penalty 3227.608384 = -1953819.666969
  nChanged 682
		SP:Iteration 9Q (30977.650000 sec): 3 clusters
  Score: Raw -1957347.826069 + Penalty 3227.608384 = -1954120.217685
  nChanged 558
		SP:Iteration 10Q (30977.920000 sec): 3 clusters
  Score: Raw -1957586.755308 + Penalty 3227.608384 = -1954359.146924
  nChanged 515
		SP:Iteration 11Q (30978.220000 sec): 3 clusters
  Score: Raw -1957788.228724 + Penalty 3227.608384 = -1954560.620340
  nChanged 470
		SP:Iteration 12Q (30978.520000 sec): 3 clusters
  Score: Raw -1957955.120907 + Penalty 3227.608384 = -1954727.512524
  nChanged 381
		SP:Iteration 13Q (30978.780000 sec): 3 clusters
  Score: Raw -1958082.932355 + Penalty 3227.608384 = -1954855.323971
  nChanged 331
		SP:Iteration 14Q (30979.040000 sec): 3 clusters
  Score: Raw -1958192.885991 + Penalty 3227.608384 = -1954965.277607
  nChanged 322
		SP:Iteration 15Q (30979.330000 sec): 3 clusters
  Score: Raw -1958304.969180 + Penalty 3227.608384 = -1955077.360796
  nChanged 294
		SP:Iteration 16Q (30979.560000 sec): 3 clusters
  Score: Raw -1958408.641583 + Penalty 3227.608384 = -1955181.033199
  nChanged 275
		SP:Iteration 17Q (30979.810000 sec): 3 clusters
  Score: Raw -1958517.445695 + Penalty 3227.608384 = -1955289.837311
  nChanged 278
		SP:Iteration 18Q (30980.110000 sec): 3 clusters
  Score: Raw -1958628.603880 + Penalty 3227.608384 = -1955400.995496
  nChanged 268
		SP:Iteration 19Q (30980.410000 sec): 3 clusters
  Score: Raw -1958731.558969 + Penalty 3227.608384 = -1955503.950586
  nChanged 242
		SP:Iteration 20F (30980.700000 sec): 3 clusters
  Score: Raw -1958831.495583 + Penalty 3227.608384 = -1955603.887200
  nChanged 234
		SP:Iteration 21Q (30981.000000 sec): 3 clusters
  Score: Raw -1958930.619828 + Penalty 3227.608384 = -1955703.011444
  nChanged 230
		SP:Iteration 22Q (30981.260000 sec): 3 clusters
  Score: Raw -1959013.824810 + Penalty 3227.608384 = -1955786.216426
  nChanged 199
		SP:Iteration 23Q (30981.520000 sec): 3 clusters
  Score: Raw -1959080.546532 + Penalty 3227.608384 = -1955852.938148
  nChanged 199
		SP:Iteration 24Q (30981.790000 sec): 3 clusters
  Score: Raw -1959149.662060 + Penalty 3227.608384 = -1955922.053677
  nChanged 178
		SP:Iteration 25Q (30982.010000 sec): 3 clusters
  Score: Raw -1959209.215687 + Penalty 3227.608384 = -1955981.607303
  nChanged 191
		SP:Iteration 26Q (30982.240000 sec): 3 clusters
  Score: Raw -1959262.669079 + Penalty 3227.608384 = -1956035.060696
  nChanged 161
		SP:Iteration 27Q (30982.500000 sec): 3 clusters
  Score: Raw -1959302.324373 + Penalty 3227.608384 = -1956074.715989
  nChanged 151
		SP:Iteration 28Q (30982.750000 sec): 3 clusters
  Score: Raw -1959340.423804 + Penalty 3227.608384 = -1956112.815420
  nChanged 142
		SP:Iteration 29Q (30983.060000 sec): 3 clusters
  Score: Raw -1959373.190906 + Penalty 3227.608384 = -1956145.582522
  nChanged 114
		SP:Iteration 30Q (30983.360000 sec): 3 clusters
  Score: Raw -1959400.876230 + Penalty 3227.608384 = -1956173.267846
  nChanged 135
		SP:Iteration 31Q (30983.610000 sec): 3 clusters
  Score: Raw -1959433.864020 + Penalty 3227.608384 = -1956206.255636
  nChanged 121
		SP:Iteration 32Q (30983.920000 sec): 3 clusters
  Score: Raw -1959460.300394 + Penalty 3227.608384 = -1956232.692010
  nChanged 119
		SP:Iteration 33Q (30984.200000 sec): 3 clusters
  Score: Raw -1959488.727643 + Penalty 3227.608384 = -1956261.119259
  nChanged 114
		SP:Iteration 34Q (30984.440000 sec): 3 clusters
  Score: Raw -1959515.494914 + Penalty 3227.608384 = -1956287.886530
  nChanged 126
		SP:Iteration 35Q (30984.710000 sec): 3 clusters
  Score: Raw -1959545.167253 + Penalty 3227.608384 = -1956317.558869
  nChanged 113
		SP:Iteration 36Q (30984.980000 sec): 3 clusters
  Score: Raw -1959571.520535 + Penalty 3227.608384 = -1956343.912151
  nChanged 118
		SP:Iteration 37Q (30985.280000 sec): 3 clusters
  Score: Raw -1959599.160555 + Penalty 3227.608384 = -1956371.552171
  nChanged 119
		SP:Iteration 38Q (30985.530000 sec): 3 clusters
  Score: Raw -1959629.398907 + Penalty 3227.608384 = -1956401.790523
  nChanged 125
		SP:Iteration 39Q (30985.820000 sec): 3 clusters
  Score: Raw -1959663.553865 + Penalty 3227.608384 = -1956435.945481
  nChanged 119
		SP:Iteration 40F (30986.080000 sec): 3 clusters
  Score: Raw -1959694.458926 + Penalty 3227.608384 = -1956466.850542
  nChanged 124
		SP:Iteration 41Q (30986.340000 sec): 3 clusters
  Score: Raw -1959724.024591 + Penalty 3227.608384 = -1956496.416208
  nChanged 117
		SP:Iteration 42Q (30986.600000 sec): 3 clusters
  Score: Raw -1959755.557429 + Penalty 3227.608384 = -1956527.949045
  nChanged 123
		SP:Iteration 43Q (30986.850000 sec): 3 clusters
  Score: Raw -1959792.008432 + Penalty 3227.608384 = -1956564.400048
  nChanged 118
		SP:Iteration 44Q (30987.060000 sec): 3 clusters
  Score: Raw -1959822.984881 + Penalty 3227.608384 = -1956595.376497
  nChanged 118
		SP:Iteration 45Q (30987.380000 sec): 3 clusters
  Score: Raw -1959854.279503 + Penalty 3227.608384 = -1956626.671119
  nChanged 117
		SP:Iteration 46Q (30987.640000 sec): 3 clusters
  Score: Raw -1959883.681489 + Penalty 3227.608384 = -1956656.073105
  nChanged 116
		SP:Iteration 47Q (30987.950000 sec): 3 clusters
  Score: Raw -1959910.456190 + Penalty 3227.608384 = -1956682.847806
  nChanged 88
		SP:Iteration 48Q (30988.200000 sec): 3 clusters
  Score: Raw -1959932.935190 + Penalty 3227.608384 = -1956705.326806
  nChanged 96
		SP:Iteration 49Q (30988.490000 sec): 3 clusters
  Score: Raw -1959956.194541 + Penalty 3227.608384 = -1956728.586157
  nChanged 88
		SP:Iteration 50Q (30988.780000 sec): 3 clusters
  Score: Raw -1959978.488249 + Penalty 3227.608384 = -1956750.879866
  nChanged 78
		SP:Iteration 51Q (30989.040000 sec): 3 clusters
  Score: Raw -1959999.559752 + Penalty 3227.608384 = -1956771.951368
  nChanged 80
		SP:Iteration 52Q (30989.340000 sec): 3 clusters
  Score: Raw -1960019.560768 + Penalty 3227.608384 = -1956791.952384
  nChanged 76
		SP:Iteration 53Q (30989.630000 sec): 3 clusters
  Score: Raw -1960035.323637 + Penalty 3227.608384 = -1956807.715253
  nChanged 66
		SP:Iteration 54Q (30989.910000 sec): 3 clusters
  Score: Raw -1960049.013658 + Penalty 3227.608384 = -1956821.405274
  nChanged 60
		SP:Iteration 55Q (30990.200000 sec): 3 clusters
  Score: Raw -1960060.444756 + Penalty 3227.608384 = -1956832.836373
  nChanged 49
		SP:Iteration 56Q (30990.470000 sec): 3 clusters
  Score: Raw -1960071.526782 + Penalty 3227.608384 = -1956843.918398
  nChanged 55
		SP:Iteration 57Q (30990.690000 sec): 3 clusters
  Score: Raw -1960084.727471 + Penalty 3227.608384 = -1956857.119087
  nChanged 60
		SP:Iteration 58Q (30990.980000 sec): 3 clusters
  Score: Raw -1960099.606406 + Penalty 3227.608384 = -1956871.998022
  nChanged 53
		SP:Iteration 59Q (30991.250000 sec): 3 clusters
  Score: Raw -1960111.643705 + Penalty 3227.608384 = -1956884.035321
  nChanged 45
		SP:Iteration 60F (30991.490000 sec): 3 clusters
  Score: Raw -1960120.553349 + Penalty 3227.608384 = -1956892.944965
  nChanged 55
		SP:Iteration 61Q (30991.790000 sec): 3 clusters
  Score: Raw -1960131.608111 + Penalty 3227.608384 = -1956903.999727
  nChanged 44
		SP:Iteration 62Q (30992.100000 sec): 3 clusters
  Score: Raw -1960141.831761 + Penalty 3227.608384 = -1956914.223377
  nChanged 47
		SP:Iteration 63Q (30992.370000 sec): 3 clusters
  Score: Raw -1960152.951542 + Penalty 3227.608384 = -1956925.343158
  nChanged 44
		SP:Iteration 64Q (30992.650000 sec): 3 clusters
  Score: Raw -1960162.405982 + Penalty 3227.608384 = -1956934.797598
  nChanged 39
		SP:Iteration 65Q (30992.930000 sec): 3 clusters
  Score: Raw -1960170.811035 + Penalty 3227.608384 = -1956943.202651
  nChanged 45
		SP:Iteration 66Q (30993.190000 sec): 3 clusters
  Score: Raw -1960181.966290 + Penalty 3227.608384 = -1956954.357907
  nChanged 36
		SP:Iteration 67Q (30993.480000 sec): 3 clusters
  Score: Raw -1960191.689512 + Penalty 3227.608384 = -1956964.081129
  nChanged 38
		SP:Iteration 68Q (30993.720000 sec): 3 clusters
  Score: Raw -1960200.429874 + Penalty 3227.608384 = -1956972.821490
  nChanged 42
		SP:Iteration 69Q (30994.070000 sec): 3 clusters
  Score: Raw -1960213.049462 + Penalty 3227.608384 = -1956985.441078
  nChanged 40
		SP:Iteration 70Q (30994.310000 sec): 3 clusters
  Score: Raw -1960223.504855 + Penalty 3227.608384 = -1956995.896471
  nChanged 43
		SP:Iteration 71Q (30994.610000 sec): 3 clusters
  Score: Raw -1960236.198167 + Penalty 3227.608384 = -1957008.589783
  nChanged 35
		SP:Iteration 72Q (30994.900000 sec): 3 clusters
  Score: Raw -1960242.709079 + Penalty 3227.608384 = -1957015.100695
  nChanged 14
		SP:Iteration 73Q (30995.260000 sec): 3 clusters
  Score: Raw -1960244.712166 + Penalty 3227.608384 = -1957017.103782
  nChanged 7
		SP:Iteration 74Q (30995.510000 sec): 3 clusters
  Score: Raw -1960245.627035 + Penalty 3227.608384 = -1957018.018651
  nChanged 5
		SP:Iteration 75Q (30995.790000 sec): 3 clusters
  Score: Raw -1960246.480209 + Penalty 3227.608384 = -1957018.871825
  nChanged 4
		SP:Iteration 76Q (30996.110000 sec): 3 clusters
  Score: Raw -1960247.465433 + Penalty 3227.608384 = -1957019.857049
  nChanged 9
		SP:Iteration 77Q (30996.360000 sec): 3 clusters
  Score: Raw -1960249.468325 + Penalty 3227.608384 = -1957021.859941
  nChanged 8
		SP:Iteration 78Q (30996.660000 sec): 3 clusters
  Score: Raw -1960250.595531 + Penalty 3227.608384 = -1957022.987147
  nChanged 4
		SP:Iteration 79Q (30996.910000 sec): 3 clusters
  Score: Raw -1960251.026366 + Penalty 3227.608384 = -1957023.417983
  nChanged 0
		SP:Iteration 80F (30997.140000 sec): 3 clusters
  Score: Raw -1960251.026366 + Penalty 3227.608384 = -1957023.417983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30997.280000 sec): 2 clusters
  Score: Raw -906100.197511 + Penalty 1490.924569 = -904609.272942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30997.510000 sec): 3 clusters
  Score: Raw -900697.410041 + Penalty 2981.849139 = -897715.560902
  nChanged 4171
		SP:Iteration 1F (30997.780000 sec): 3 clusters
  Score: Raw -903280.127565 + Penalty 2981.849139 = -900298.278427
  nChanged 726
		SP:Iteration 2F (30997.990000 sec): 3 clusters
  Score: Raw -903780.462951 + Penalty 2981.849139 = -900798.613813
  nChanged 688
		SP:Iteration 3F (30998.220000 sec): 3 clusters
  Score: Raw -904252.993607 + Penalty 2981.849139 = -901271.144468
  nChanged 630
		SP:Iteration 4F (30998.450000 sec): 3 clusters
  Score: Raw -904674.900342 + Penalty 2981.849139 = -901693.051203
  nChanged 502
		SP:Iteration 5F (30998.720000 sec): 3 clusters
  Score: Raw -904995.762251 + Penalty 2981.849139 = -902013.913112
  nChanged 478
		SP:Iteration 6Q (30998.900000 sec): 3 clusters
  Score: Raw -905313.108150 + Penalty 2981.849139 = -902331.259011
  nChanged 408
		SP:Iteration 7Q (30999.140000 sec): 3 clusters
  Score: Raw -905619.842296 + Penalty 2981.849139 = -902637.993158
  nChanged 346
		SP:Iteration 8Q (30999.400000 sec): 3 clusters
  Score: Raw -905862.228819 + Penalty 2981.849139 = -902880.379680
  nChanged 317
		SP:Iteration 9Q (30999.650000 sec): 3 clusters
  Score: Raw -906072.937228 + Penalty 2981.849139 = -903091.088089
  nChanged 270
		SP:Iteration 10Q (30999.870000 sec): 3 clusters
  Score: Raw -906253.135399 + Penalty 2981.849139 = -903271.286260
  nChanged 228
		SP:Iteration 11Q (31000.090000 sec): 3 clusters
  Score: Raw -906387.924770 + Penalty 2981.849139 = -903406.075631
  nChanged 175
		SP:Iteration 12Q (31000.320000 sec): 3 clusters
  Score: Raw -906465.710894 + Penalty 2981.849139 = -903483.861756
  nChanged 139
		SP:Iteration 13Q (31000.490000 sec): 3 clusters
  Score: Raw -906519.126153 + Penalty 2981.849139 = -903537.277014
  nChanged 101
		SP:Iteration 14Q (31000.730000 sec): 3 clusters
  Score: Raw -906548.943883 + Penalty 2981.849139 = -903567.094744
  nChanged 83
		SP:Iteration 15Q (31000.970000 sec): 3 clusters
  Score: Raw -906571.056896 + Penalty 2981.849139 = -903589.207758
  nChanged 67
		SP:Iteration 16Q (31001.160000 sec): 3 clusters
  Score: Raw -906590.068533 + Penalty 2981.849139 = -903608.219394
  nChanged 74
		SP:Iteration 17Q (31001.400000 sec): 3 clusters
  Score: Raw -906616.456967 + Penalty 2981.849139 = -903634.607828
  nChanged 74
		SP:Iteration 18Q (31001.560000 sec): 3 clusters
  Score: Raw -906639.360138 + Penalty 2981.849139 = -903657.510999
  nChanged 72
		SP:Iteration 19Q (31001.790000 sec): 3 clusters
  Score: Raw -906661.438307 + Penalty 2981.849139 = -903679.589168
  nChanged 75
		SP:Iteration 20F (31002.040000 sec): 3 clusters
  Score: Raw -906679.302326 + Penalty 2981.849139 = -903697.453187
  nChanged 55
		SP:Iteration 21Q (31002.280000 sec): 3 clusters
  Score: Raw -906691.285212 + Penalty 2981.849139 = -903709.436073
  nChanged 40
		SP:Iteration 22Q (31002.510000 sec): 3 clusters
  Score: Raw -906697.113908 + Penalty 2981.849139 = -903715.264769
  nChanged 23
		SP:Iteration 23Q (31002.790000 sec): 3 clusters
  Score: Raw -906701.134317 + Penalty 2981.849139 = -903719.285179
  nChanged 28
		SP:Iteration 24Q (31002.970000 sec): 3 clusters
  Score: Raw -906706.968543 + Penalty 2981.849139 = -903725.119404
  nChanged 33
		SP:Iteration 25Q (31003.170000 sec): 3 clusters
  Score: Raw -906713.500245 + Penalty 2981.849139 = -903731.651106
  nChanged 29
		SP:Iteration 26Q (31003.420000 sec): 3 clusters
  Score: Raw -906718.836775 + Penalty 2981.849139 = -903736.987637
  nChanged 26
		SP:Iteration 27Q (31003.690000 sec): 3 clusters
  Score: Raw -906722.403862 + Penalty 2981.849139 = -903740.554723
  nChanged 18
		SP:Iteration 28Q (31003.910000 sec): 3 clusters
  Score: Raw -906724.272587 + Penalty 2981.849139 = -903742.423448
  nChanged 15
		SP:Iteration 29Q (31004.150000 sec): 3 clusters
  Score: Raw -906726.198378 + Penalty 2981.849139 = -903744.349239
  nChanged 14
		SP:Iteration 30Q (31004.390000 sec): 3 clusters
  Score: Raw -906728.049632 + Penalty 2981.849139 = -903746.200494
  nChanged 19
		SP:Iteration 31Q (31004.620000 sec): 3 clusters
  Score: Raw -906731.592696 + Penalty 2981.849139 = -903749.743557
  nChanged 11
		SP:Iteration 32Q (31004.880000 sec): 3 clusters
  Score: Raw -906733.182149 + Penalty 2981.849139 = -903751.333011
  nChanged 15
		SP:Iteration 33Q (31005.080000 sec): 3 clusters
  Score: Raw -906735.607334 + Penalty 2981.849139 = -903753.758195
  nChanged 17
		SP:Iteration 34Q (31005.360000 sec): 3 clusters
  Score: Raw -906738.237833 + Penalty 2981.849139 = -903756.388695
  nChanged 18
		SP:Iteration 35Q (31005.550000 sec): 3 clusters
  Score: Raw -906741.604099 + Penalty 2981.849139 = -903759.754961
  nChanged 13
		SP:Iteration 36Q (31005.740000 sec): 3 clusters
  Score: Raw -906742.940178 + Penalty 2981.849139 = -903761.091040
  nChanged 12
		SP:Iteration 37Q (31005.970000 sec): 3 clusters
  Score: Raw -906744.040676 + Penalty 2981.849139 = -903762.191537
  nChanged 4
		SP:Iteration 38Q (31006.200000 sec): 3 clusters
  Score: Raw -906744.320102 + Penalty 2981.849139 = -903762.470963
  nChanged 1
		SP:Iteration 39Q (31006.420000 sec): 3 clusters
  Score: Raw -906744.429358 + Penalty 2981.849139 = -903762.580219
  nChanged 1
		SP:Iteration 40F (31006.580000 sec): 3 clusters
  Score: Raw -906744.631537 + Penalty 2981.849139 = -903762.782398
  nChanged 1
		SP:Iteration 41Q (31006.820000 sec): 3 clusters
  Score: Raw -906744.663913 + Penalty 2981.849139 = -903762.814774
  nChanged 0
		SP:Iteration 42F (31007.080000 sec): 3 clusters
  Score: Raw -906744.663913 + Penalty 2981.849139 = -903762.814774
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31007.200000 sec): 2 clusters
  Score: Raw -149056.300587 + Penalty 1187.855741 = -147868.444846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31007.380000 sec): 3 clusters
  Score: Raw -148459.559112 + Penalty 2375.711483 = -146083.847629
  nChanged 496
		SP:Iteration 1F (31007.610000 sec): 3 clusters
  Score: Raw -148833.941234 + Penalty 2375.711483 = -146458.229751
  nChanged 146
		SP:Iteration 2F (31007.800000 sec): 3 clusters
  Score: Raw -149025.252159 + Penalty 2375.711483 = -146649.540676
  nChanged 91
		SP:Iteration 3F (31007.960000 sec): 3 clusters
  Score: Raw -149123.577130 + Penalty 2375.711483 = -146747.865647
  nChanged 53
		SP:Iteration 4Q (31008.160000 sec): 3 clusters
  Score: Raw -149174.767036 + Penalty 2375.711483 = -146799.055553
  nChanged 53
		SP:Iteration 5Q (31008.370000 sec): 3 clusters
  Score: Raw -149232.791817 + Penalty 2375.711483 = -146857.080334
  nChanged 36
		SP:Iteration 6Q (31008.560000 sec): 3 clusters
  Score: Raw -149270.942052 + Penalty 2375.711483 = -146895.230569
  nChanged 41
		SP:Iteration 7Q (31008.750000 sec): 3 clusters
  Score: Raw -149301.689405 + Penalty 2375.711483 = -146925.977922
  nChanged 35
		SP:Iteration 8Q (31008.920000 sec): 3 clusters
  Score: Raw -149330.958473 + Penalty 2375.711483 = -146955.246990
  nChanged 41
		SP:Iteration 9Q (31009.120000 sec): 3 clusters
  Score: Raw -149366.323868 + Penalty 2375.711483 = -146990.612385
  nChanged 40
		SP:Iteration 10Q (31009.320000 sec): 3 clusters
  Score: Raw -149401.776918 + Penalty 2375.711483 = -147026.065435
  nChanged 27
		SP:Iteration 11Q (31009.480000 sec): 3 clusters
  Score: Raw -149426.685150 + Penalty 2375.711483 = -147050.973667
  nChanged 28
		SP:Iteration 12Q (31009.680000 sec): 3 clusters
  Score: Raw -149452.045174 + Penalty 2375.711483 = -147076.333691
  nChanged 15
		SP:Iteration 13Q (31009.880000 sec): 3 clusters
  Score: Raw -149466.291035 + Penalty 2375.711483 = -147090.579552
  nChanged 18
		SP:Iteration 14Q (31010.060000 sec): 3 clusters
  Score: Raw -149482.956877 + Penalty 2375.711483 = -147107.245394
  nChanged 17
		SP:Iteration 15Q (31010.220000 sec): 3 clusters
  Score: Raw -149493.886727 + Penalty 2375.711483 = -147118.175244
  nChanged 14
		SP:Iteration 16Q (31010.400000 sec): 3 clusters
  Score: Raw -149504.082650 + Penalty 2375.711483 = -147128.371167
  nChanged 17
		SP:Iteration 17Q (31010.550000 sec): 3 clusters
  Score: Raw -149518.969169 + Penalty 2375.711483 = -147143.257687
  nChanged 8
		SP:Iteration 18Q (31010.730000 sec): 3 clusters
  Score: Raw -149522.411982 + Penalty 2375.711483 = -147146.700499
  nChanged 3
		SP:Iteration 19Q (31010.940000 sec): 3 clusters
  Score: Raw -149527.108445 + Penalty 2375.711483 = -147151.396963
  nChanged 3
		SP:Iteration 20F (31011.100000 sec): 3 clusters
  Score: Raw -149529.419966 + Penalty 2375.711483 = -147153.708483
  nChanged 3
		SP:Iteration 21Q (31011.300000 sec): 3 clusters
  Score: Raw -149532.016253 + Penalty 2375.711483 = -147156.304770
  nChanged 2
		SP:Iteration 22Q (31011.420000 sec): 3 clusters
  Score: Raw -149532.996350 + Penalty 2375.711483 = -147157.284867
  nChanged 3
		SP:Iteration 23Q (31011.620000 sec): 3 clusters
  Score: Raw -149533.877999 + Penalty 2375.711483 = -147158.166516
  nChanged 1
		SP:Iteration 24Q (31011.820000 sec): 3 clusters
  Score: Raw -149534.605638 + Penalty 2375.711483 = -147158.894155
  nChanged 0
		SP:Iteration 25F (31012.070000 sec): 3 clusters
  Score: Raw -149534.605638 + Penalty 2375.711483 = -147158.894155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (10434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31012.180000 sec): 2 clusters
  Score: Raw -1079291.009431 + Penalty 1503.584060 = -1077787.425371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31012.410000 sec): 3 clusters
  Score: Raw -1073328.083498 + Penalty 3007.168120 = -1070320.915378
  nChanged 4625
		SP:Iteration 1F (31012.640000 sec): 3 clusters
  Score: Raw -1076015.506879 + Penalty 3007.168120 = -1073008.338759
  nChanged 778
		SP:Iteration 2F (31012.830000 sec): 3 clusters
  Score: Raw -1076530.206480 + Penalty 3007.168120 = -1073523.038360
  nChanged 712
		SP:Iteration 3F (31013.050000 sec): 3 clusters
  Score: Raw -1076977.729607 + Penalty 3007.168120 = -1073970.561487
  nChanged 589
		SP:Iteration 4F (31013.220000 sec): 3 clusters
  Score: Raw -1077319.677265 + Penalty 3007.168120 = -1074312.509145
  nChanged 507
		SP:Iteration 5Q (31013.430000 sec): 3 clusters
  Score: Raw -1077594.649106 + Penalty 3007.168120 = -1074587.480986
  nChanged 431
		SP:Iteration 6Q (31013.680000 sec): 3 clusters
  Score: Raw -1077855.372457 + Penalty 3007.168120 = -1074848.204338
  nChanged 424
		SP:Iteration 7Q (31013.920000 sec): 3 clusters
  Score: Raw -1078118.810231 + Penalty 3007.168120 = -1075111.642112
  nChanged 412
		SP:Iteration 8Q (31014.100000 sec): 3 clusters
  Score: Raw -1078426.927925 + Penalty 3007.168120 = -1075419.759806
  nChanged 447
		SP:Iteration 9Q (31014.340000 sec): 3 clusters
  Score: Raw -1078756.073998 + Penalty 3007.168120 = -1075748.905878
  nChanged 413
		SP:Iteration 10Q (31014.520000 sec): 3 clusters
  Score: Raw -1078983.793992 + Penalty 3007.168120 = -1075976.625872
  nChanged 337
		SP:Iteration 11Q (31014.760000 sec): 3 clusters
  Score: Raw -1079150.949857 + Penalty 3007.168120 = -1076143.781737
  nChanged 305
		SP:Iteration 12Q (31014.950000 sec): 3 clusters
  Score: Raw -1079318.699158 + Penalty 3007.168120 = -1076311.531038
  nChanged 299
		SP:Iteration 13Q (31015.150000 sec): 3 clusters
  Score: Raw -1079483.247124 + Penalty 3007.168120 = -1076476.079004
  nChanged 253
		SP:Iteration 14Q (31015.370000 sec): 3 clusters
  Score: Raw -1079610.852690 + Penalty 3007.168120 = -1076603.684570
  nChanged 234
		SP:Iteration 15Q (31015.610000 sec): 3 clusters
  Score: Raw -1079705.662989 + Penalty 3007.168120 = -1076698.494870
  nChanged 188
		SP:Iteration 16Q (31015.810000 sec): 3 clusters
  Score: Raw -1079764.935931 + Penalty 3007.168120 = -1076757.767811
  nChanged 144
		SP:Iteration 17Q (31016.020000 sec): 3 clusters
  Score: Raw -1079809.277619 + Penalty 3007.168120 = -1076802.109500
  nChanged 130
		SP:Iteration 18Q (31016.290000 sec): 3 clusters
  Score: Raw -1079844.793787 + Penalty 3007.168120 = -1076837.625668
  nChanged 105
		SP:Iteration 19Q (31016.500000 sec): 3 clusters
  Score: Raw -1079871.761938 + Penalty 3007.168120 = -1076864.593819
  nChanged 86
		SP:Iteration 20F (31016.720000 sec): 3 clusters
  Score: Raw -1079890.321494 + Penalty 3007.168120 = -1076883.153374
  nChanged 69
		SP:Iteration 21Q (31016.920000 sec): 3 clusters
  Score: Raw -1079908.708102 + Penalty 3007.168120 = -1076901.539982
  nChanged 78
		SP:Iteration 22Q (31017.090000 sec): 3 clusters
  Score: Raw -1079925.827457 + Penalty 3007.168120 = -1076918.659338
  nChanged 61
		SP:Iteration 23Q (31017.310000 sec): 3 clusters
  Score: Raw -1079938.541508 + Penalty 3007.168120 = -1076931.373389
  nChanged 57
		SP:Iteration 24Q (31017.530000 sec): 3 clusters
  Score: Raw -1079953.497676 + Penalty 3007.168120 = -1076946.329556
  nChanged 57
		SP:Iteration 25Q (31017.750000 sec): 3 clusters
  Score: Raw -1079966.132058 + Penalty 3007.168120 = -1076958.963938
  nChanged 57
		SP:Iteration 26Q (31018.010000 sec): 3 clusters
  Score: Raw -1079979.042757 + Penalty 3007.168120 = -1076971.874637
  nChanged 57
		SP:Iteration 27Q (31018.210000 sec): 3 clusters
  Score: Raw -1079991.229895 + Penalty 3007.168120 = -1076984.061776
  nChanged 56
		SP:Iteration 28Q (31018.410000 sec): 3 clusters
  Score: Raw -1080005.505547 + Penalty 3007.168120 = -1076998.337428
  nChanged 65
		SP:Iteration 29Q (31018.610000 sec): 3 clusters
  Score: Raw -1080025.212075 + Penalty 3007.168120 = -1077018.043956
  nChanged 63
		SP:Iteration 30Q (31018.850000 sec): 3 clusters
  Score: Raw -1080042.205069 + Penalty 3007.168120 = -1077035.036950
  nChanged 69
		SP:Iteration 31Q (31019.100000 sec): 3 clusters
  Score: Raw -1080059.932298 + Penalty 3007.168120 = -1077052.764178
  nChanged 51
		SP:Iteration 32Q (31019.340000 sec): 3 clusters
  Score: Raw -1080074.085476 + Penalty 3007.168120 = -1077066.917356
  nChanged 63
		SP:Iteration 33Q (31019.540000 sec): 3 clusters
  Score: Raw -1080090.837061 + Penalty 3007.168120 = -1077083.668941
  nChanged 61
		SP:Iteration 34Q (31019.790000 sec): 3 clusters
  Score: Raw -1080103.866117 + Penalty 3007.168120 = -1077096.697997
  nChanged 44
		SP:Iteration 35Q (31019.950000 sec): 3 clusters
  Score: Raw -1080114.492349 + Penalty 3007.168120 = -1077107.324229
  nChanged 45
		SP:Iteration 36Q (31020.200000 sec): 3 clusters
  Score: Raw -1080127.229869 + Penalty 3007.168120 = -1077120.061749
  nChanged 57
		SP:Iteration 37Q (31020.400000 sec): 3 clusters
  Score: Raw -1080142.239960 + Penalty 3007.168120 = -1077135.071840
  nChanged 56
		SP:Iteration 38Q (31020.630000 sec): 3 clusters
  Score: Raw -1080158.455264 + Penalty 3007.168120 = -1077151.287144
  nChanged 73
		SP:Iteration 39Q (31020.830000 sec): 3 clusters
  Score: Raw -1080185.723852 + Penalty 3007.168120 = -1077178.555732
  nChanged 86
		SP:Iteration 40F (31021.030000 sec): 3 clusters
  Score: Raw -1080223.833007 + Penalty 3007.168120 = -1077216.664888
  nChanged 80
		SP:Iteration 41Q (31021.280000 sec): 3 clusters
  Score: Raw -1080259.092354 + Penalty 3007.168120 = -1077251.924235
  nChanged 85
		SP:Iteration 42Q (31021.520000 sec): 3 clusters
  Score: Raw -1080296.704283 + Penalty 3007.168120 = -1077289.536163
  nChanged 88
		SP:Iteration 43Q (31021.740000 sec): 3 clusters
  Score: Raw -1080331.315992 + Penalty 3007.168120 = -1077324.147873
  nChanged 97
		SP:Iteration 44Q (31021.990000 sec): 3 clusters
  Score: Raw -1080383.238677 + Penalty 3007.168120 = -1077376.070557
  nChanged 128
		SP:Iteration 45Q (31022.250000 sec): 3 clusters
  Score: Raw -1080469.182874 + Penalty 3007.168120 = -1077462.014754
  nChanged 119
		SP:Iteration 46Q (31022.510000 sec): 3 clusters
  Score: Raw -1080555.560739 + Penalty 3007.168120 = -1077548.392619
  nChanged 129
		SP:Iteration 47Q (31022.690000 sec): 3 clusters
  Score: Raw -1080637.717106 + Penalty 3007.168120 = -1077630.548986
  nChanged 106
		SP:Iteration 48Q (31022.950000 sec): 3 clusters
  Score: Raw -1080694.557583 + Penalty 3007.168120 = -1077687.389463
  nChanged 83
		SP:Iteration 49Q (31023.170000 sec): 3 clusters
  Score: Raw -1080735.777407 + Penalty 3007.168120 = -1077728.609287
  nChanged 59
		SP:Iteration 50Q (31023.440000 sec): 3 clusters
  Score: Raw -1080754.645562 + Penalty 3007.168120 = -1077747.477443
  nChanged 43
		SP:Iteration 51Q (31023.650000 sec): 3 clusters
  Score: Raw -1080769.230643 + Penalty 3007.168120 = -1077762.062524
  nChanged 37
		SP:Iteration 52Q (31023.870000 sec): 3 clusters
  Score: Raw -1080779.393265 + Penalty 3007.168120 = -1077772.225145
  nChanged 31
		SP:Iteration 53Q (31024.070000 sec): 3 clusters
  Score: Raw -1080785.168010 + Penalty 3007.168120 = -1077777.999890
  nChanged 18
		SP:Iteration 54Q (31024.290000 sec): 3 clusters
  Score: Raw -1080789.125059 + Penalty 3007.168120 = -1077781.956939
  nChanged 13
		SP:Iteration 55Q (31024.540000 sec): 3 clusters
  Score: Raw -1080792.421942 + Penalty 3007.168120 = -1077785.253822
  nChanged 15
		SP:Iteration 56Q (31024.720000 sec): 3 clusters
  Score: Raw -1080795.091689 + Penalty 3007.168120 = -1077787.923570
  nChanged 13
		SP:Iteration 57Q (31024.940000 sec): 3 clusters
  Score: Raw -1080797.511138 + Penalty 3007.168120 = -1077790.343018
  nChanged 11
		SP:Iteration 58Q (31025.150000 sec): 3 clusters
  Score: Raw -1080799.294779 + Penalty 3007.168120 = -1077792.126659
  nChanged 10
		SP:Iteration 59Q (31025.380000 sec): 3 clusters
  Score: Raw -1080801.455621 + Penalty 3007.168120 = -1077794.287502
  nChanged 15
		SP:Iteration 60F (31025.630000 sec): 3 clusters
  Score: Raw -1080803.877038 + Penalty 3007.168120 = -1077796.708918
  nChanged 11
		SP:Iteration 61Q (31025.810000 sec): 3 clusters
  Score: Raw -1080805.440039 + Penalty 3007.168120 = -1077798.271919
  nChanged 11
		SP:Iteration 62Q (31026.050000 sec): 3 clusters
  Score: Raw -1080806.634061 + Penalty 3007.168120 = -1077799.465941
  nChanged 5
		SP:Iteration 63Q (31026.270000 sec): 3 clusters
  Score: Raw -1080807.091079 + Penalty 3007.168120 = -1077799.922959
  nChanged 4
		SP:Iteration 64Q (31026.460000 sec): 3 clusters
  Score: Raw -1080808.018163 + Penalty 3007.168120 = -1077800.850044
  nChanged 7
		SP:Iteration 65Q (31026.690000 sec): 3 clusters
  Score: Raw -1080809.156839 + Penalty 3007.168120 = -1077801.988719
  nChanged 5
		SP:Iteration 66Q (31026.920000 sec): 3 clusters
  Score: Raw -1080809.867762 + Penalty 3007.168120 = -1077802.699642
  nChanged 4
		SP:Iteration 67Q (31027.100000 sec): 3 clusters
  Score: Raw -1080810.552968 + Penalty 3007.168120 = -1077803.384848
  nChanged 3
		SP:Iteration 68Q (31027.320000 sec): 3 clusters
  Score: Raw -1080810.889781 + Penalty 3007.168120 = -1077803.721662
  nChanged 0
		SP:Iteration 69F (31027.510000 sec): 3 clusters
  Score: Raw -1080810.889781 + Penalty 3007.168120 = -1077803.721662
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31027.640000 sec): 2 clusters
  Score: Raw -648776.002860 + Penalty 1420.304721 = -647355.698140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31027.850000 sec): 3 clusters
  Score: Raw -645429.620899 + Penalty 2840.609441 = -642589.011458
  nChanged 2594
		SP:Iteration 1F (31028.030000 sec): 3 clusters
  Score: Raw -646949.004805 + Penalty 2840.609441 = -644108.395363
  nChanged 449
		SP:Iteration 2F (31028.220000 sec): 3 clusters
  Score: Raw -647226.044707 + Penalty 2840.609441 = -644385.435266
  nChanged 383
		SP:Iteration 3F (31028.460000 sec): 3 clusters
  Score: Raw -647470.487492 + Penalty 2840.609441 = -644629.878050
  nChanged 367
		SP:Iteration 4F (31028.690000 sec): 3 clusters
  Score: Raw -647715.741185 + Penalty 2840.609441 = -644875.131743
  nChanged 343
		SP:Iteration 5F (31028.920000 sec): 3 clusters
  Score: Raw -647941.429971 + Penalty 2840.609441 = -645100.820530
  nChanged 299
		SP:Iteration 6Q (31029.170000 sec): 3 clusters
  Score: Raw -648166.318333 + Penalty 2840.609441 = -645325.708892
  nChanged 251
		SP:Iteration 7Q (31029.380000 sec): 3 clusters
  Score: Raw -648360.917898 + Penalty 2840.609441 = -645520.308457
  nChanged 198
		SP:Iteration 8Q (31029.590000 sec): 3 clusters
  Score: Raw -648500.898229 + Penalty 2840.609441 = -645660.288788
  nChanged 171
		SP:Iteration 9Q (31029.760000 sec): 3 clusters
  Score: Raw -648604.596793 + Penalty 2840.609441 = -645763.987351
  nChanged 113
		SP:Iteration 10Q (31030.010000 sec): 3 clusters
  Score: Raw -648681.910594 + Penalty 2840.609441 = -645841.301153
  nChanged 103
		SP:Iteration 11Q (31030.170000 sec): 3 clusters
  Score: Raw -648759.311323 + Penalty 2840.609441 = -645918.701881
  nChanged 95
		SP:Iteration 12Q (31030.380000 sec): 3 clusters
  Score: Raw -648822.016352 + Penalty 2840.609441 = -645981.406910
  nChanged 84
		SP:Iteration 13Q (31030.620000 sec): 3 clusters
  Score: Raw -648886.423394 + Penalty 2840.609441 = -646045.813953
  nChanged 68
		SP:Iteration 14Q (31030.800000 sec): 3 clusters
  Score: Raw -648933.128953 + Penalty 2840.609441 = -646092.519512
  nChanged 57
		SP:Iteration 15Q (31030.980000 sec): 3 clusters
  Score: Raw -648966.759071 + Penalty 2840.609441 = -646126.149630
  nChanged 44
		SP:Iteration 16Q (31031.180000 sec): 3 clusters
  Score: Raw -648990.697170 + Penalty 2840.609441 = -646150.087729
  nChanged 39
		SP:Iteration 17Q (31031.330000 sec): 3 clusters
  Score: Raw -649011.816589 + Penalty 2840.609441 = -646171.207148
  nChanged 22
		SP:Iteration 18Q (31031.550000 sec): 3 clusters
  Score: Raw -649022.904364 + Penalty 2840.609441 = -646182.294922
  nChanged 25
		SP:Iteration 19Q (31031.740000 sec): 3 clusters
  Score: Raw -649034.892814 + Penalty 2840.609441 = -646194.283372
  nChanged 21
		SP:Iteration 20F (31031.980000 sec): 3 clusters
  Score: Raw -649044.234216 + Penalty 2840.609441 = -646203.624775
  nChanged 14
		SP:Iteration 21Q (31032.200000 sec): 3 clusters
  Score: Raw -649048.673995 + Penalty 2840.609441 = -646208.064554
  nChanged 8
		SP:Iteration 22Q (31032.460000 sec): 3 clusters
  Score: Raw -649053.190637 + Penalty 2840.609441 = -646212.581195
  nChanged 9
		SP:Iteration 23Q (31032.670000 sec): 3 clusters
  Score: Raw -649056.282219 + Penalty 2840.609441 = -646215.672778
  nChanged 7
		SP:Iteration 24Q (31032.870000 sec): 3 clusters
  Score: Raw -649058.959737 + Penalty 2840.609441 = -646218.350295
  nChanged 6
		SP:Iteration 25Q (31033.040000 sec): 3 clusters
  Score: Raw -649061.715068 + Penalty 2840.609441 = -646221.105626
  nChanged 3
		SP:Iteration 26Q (31033.240000 sec): 3 clusters
  Score: Raw -649063.130927 + Penalty 2840.609441 = -646222.521485
  nChanged 5
		SP:Iteration 27Q (31033.480000 sec): 3 clusters
  Score: Raw -649066.683348 + Penalty 2840.609441 = -646226.073907
  nChanged 6
		SP:Iteration 28Q (31033.660000 sec): 3 clusters
  Score: Raw -649069.628069 + Penalty 2840.609441 = -646229.018628
  nChanged 7
		SP:Iteration 29Q (31033.880000 sec): 3 clusters
  Score: Raw -649072.535574 + Penalty 2840.609441 = -646231.926133
  nChanged 7
		SP:Iteration 30Q (31034.050000 sec): 3 clusters
  Score: Raw -649074.633896 + Penalty 2840.609441 = -646234.024455
  nChanged 6
		SP:Iteration 31Q (31034.240000 sec): 3 clusters
  Score: Raw -649076.821049 + Penalty 2840.609441 = -646236.211608
  nChanged 4
		SP:Iteration 32Q (31034.520000 sec): 3 clusters
  Score: Raw -649078.382749 + Penalty 2840.609441 = -646237.773308
  nChanged 5
		SP:Iteration 33Q (31034.690000 sec): 3 clusters
  Score: Raw -649080.198681 + Penalty 2840.609441 = -646239.589239
  nChanged 6
		SP:Iteration 34Q (31034.910000 sec): 3 clusters
  Score: Raw -649082.533032 + Penalty 2840.609441 = -646241.923590
  nChanged 4
		SP:Iteration 35Q (31035.140000 sec): 3 clusters
  Score: Raw -649083.635720 + Penalty 2840.609441 = -646243.026279
  nChanged 4
		SP:Iteration 36Q (31035.320000 sec): 3 clusters
  Score: Raw -649086.289500 + Penalty 2840.609441 = -646245.680059
  nChanged 8
		SP:Iteration 37Q (31035.510000 sec): 3 clusters
  Score: Raw -649089.459940 + Penalty 2840.609441 = -646248.850498
  nChanged 6
		SP:Iteration 38Q (31035.680000 sec): 3 clusters
  Score: Raw -649091.932047 + Penalty 2840.609441 = -646251.322605
  nChanged 3
		SP:Iteration 39Q (31035.880000 sec): 3 clusters
  Score: Raw -649093.775224 + Penalty 2840.609441 = -646253.165783
  nChanged 4
		SP:Iteration 40F (31036.070000 sec): 3 clusters
  Score: Raw -649096.437783 + Penalty 2840.609441 = -646255.828342
  nChanged 10
		SP:Iteration 41Q (31036.300000 sec): 3 clusters
  Score: Raw -649100.326233 + Penalty 2840.609441 = -646259.716791
  nChanged 4
		SP:Iteration 42Q (31036.450000 sec): 3 clusters
  Score: Raw -649101.585267 + Penalty 2840.609441 = -646260.975825
  nChanged 4
		SP:Iteration 43Q (31036.640000 sec): 3 clusters
  Score: Raw -649103.542366 + Penalty 2840.609441 = -646262.932924
  nChanged 2
		SP:Iteration 44Q (31036.830000 sec): 3 clusters
  Score: Raw -649104.297451 + Penalty 2840.609441 = -646263.688010
  nChanged 2
		SP:Iteration 45Q (31036.990000 sec): 3 clusters
  Score: Raw -649104.988333 + Penalty 2840.609441 = -646264.378892
  nChanged 2
		SP:Iteration 46Q (31037.190000 sec): 3 clusters
  Score: Raw -649105.965330 + Penalty 2840.609441 = -646265.355889
  nChanged 1
		SP:Iteration 47Q (31037.380000 sec): 3 clusters
  Score: Raw -649106.403474 + Penalty 2840.609441 = -646265.794033
  nChanged 0
		SP:Iteration 48F (31037.610000 sec): 3 clusters
  Score: Raw -649106.403474 + Penalty 2840.609441 = -646265.794033
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31037.700000 sec): 2 clusters
  Score: Raw -180927.590802 + Penalty 1210.354252 = -179717.236550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31037.920000 sec): 3 clusters
  Score: Raw -180242.551775 + Penalty 2420.708505 = -177821.843270
  nChanged 571
		SP:Iteration 1F (31038.100000 sec): 3 clusters
  Score: Raw -180656.104341 + Penalty 2420.708505 = -178235.395836
  nChanged 130
		SP:Iteration 2F (31038.310000 sec): 3 clusters
  Score: Raw -180747.152281 + Penalty 2420.708505 = -178326.443776
  nChanged 65
		SP:Iteration 3Q (31038.450000 sec): 3 clusters
  Score: Raw -180798.954400 + Penalty 2420.708505 = -178378.245895
  nChanged 51
		SP:Iteration 4Q (31038.640000 sec): 3 clusters
  Score: Raw -180829.481573 + Penalty 2420.708505 = -178408.773068
  nChanged 28
		SP:Iteration 5Q (31038.830000 sec): 3 clusters
  Score: Raw -180845.217350 + Penalty 2420.708505 = -178424.508845
  nChanged 22
		SP:Iteration 6Q (31038.970000 sec): 3 clusters
  Score: Raw -180858.802799 + Penalty 2420.708505 = -178438.094294
  nChanged 26
		SP:Iteration 7Q (31039.180000 sec): 3 clusters
  Score: Raw -180871.288761 + Penalty 2420.708505 = -178450.580256
  nChanged 17
		SP:Iteration 8Q (31039.370000 sec): 3 clusters
  Score: Raw -180879.262665 + Penalty 2420.708505 = -178458.554160
  nChanged 15
		SP:Iteration 9Q (31039.580000 sec): 3 clusters
  Score: Raw -180887.723316 + Penalty 2420.708505 = -178467.014811
  nChanged 23
		SP:Iteration 10Q (31039.760000 sec): 3 clusters
  Score: Raw -180901.548012 + Penalty 2420.708505 = -178480.839507
  nChanged 15
		SP:Iteration 11Q (31039.970000 sec): 3 clusters
  Score: Raw -180910.873478 + Penalty 2420.708505 = -178490.164973
  nChanged 13
		SP:Iteration 12Q (31040.150000 sec): 3 clusters
  Score: Raw -180917.541616 + Penalty 2420.708505 = -178496.833111
  nChanged 10
		SP:Iteration 13Q (31040.390000 sec): 3 clusters
  Score: Raw -180923.881906 + Penalty 2420.708505 = -178503.173401
  nChanged 12
		SP:Iteration 14Q (31040.550000 sec): 3 clusters
  Score: Raw -180929.299919 + Penalty 2420.708505 = -178508.591414
  nChanged 11
		SP:Iteration 15Q (31040.790000 sec): 3 clusters
  Score: Raw -180935.032286 + Penalty 2420.708505 = -178514.323781
  nChanged 5
		SP:Iteration 16Q (31040.940000 sec): 3 clusters
  Score: Raw -180937.685887 + Penalty 2420.708505 = -178516.977383
  nChanged 3
		SP:Iteration 17Q (31041.160000 sec): 3 clusters
  Score: Raw -180938.760931 + Penalty 2420.708505 = -178518.052426
  nChanged 3
		SP:Iteration 18Q (31041.330000 sec): 3 clusters
  Score: Raw -180940.563648 + Penalty 2420.708505 = -178519.855143
  nChanged 2
		SP:Iteration 19Q (31041.520000 sec): 3 clusters
  Score: Raw -180941.534072 + Penalty 2420.708505 = -178520.825567
  nChanged 1
		SP:Iteration 20F (31041.700000 sec): 3 clusters
  Score: Raw -180942.181687 + Penalty 2420.708505 = -178521.473182
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31041.820000 sec): 2 clusters
  Score: Raw -619898.904381 + Penalty 1419.548966 = -618479.355415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31042.050000 sec): 3 clusters
  Score: Raw -616561.924336 + Penalty 2839.097932 = -613722.826404
  nChanged 2544
		SP:Iteration 1F (31042.240000 sec): 3 clusters
  Score: Raw -617907.328161 + Penalty 2839.097932 = -615068.230229
  nChanged 461
		SP:Iteration 2F (31042.490000 sec): 3 clusters
  Score: Raw -618143.348034 + Penalty 2839.097932 = -615304.250102
  nChanged 368
		SP:Iteration 3F (31042.670000 sec): 3 clusters
  Score: Raw -618331.383296 + Penalty 2839.097932 = -615492.285364
  nChanged 302
		SP:Iteration 4Q (31042.880000 sec): 3 clusters
  Score: Raw -618488.337016 + Penalty 2839.097932 = -615649.239084
  nChanged 294
		SP:Iteration 5Q (31043.080000 sec): 3 clusters
  Score: Raw -618655.346685 + Penalty 2839.097932 = -615816.248753
  nChanged 284
		SP:Iteration 6Q (31043.270000 sec): 3 clusters
  Score: Raw -618818.844852 + Penalty 2839.097932 = -615979.746920
  nChanged 304
		SP:Iteration 7Q (31043.490000 sec): 3 clusters
  Score: Raw -618995.227117 + Penalty 2839.097932 = -616156.129185
  nChanged 303
		SP:Iteration 8Q (31043.690000 sec): 3 clusters
  Score: Raw -619191.520135 + Penalty 2839.097932 = -616352.422203
  nChanged 312
		SP:Iteration 9F (31043.890000 sec): 3 clusters
  Score: Raw -619377.085720 + Penalty 2839.097932 = -616537.987788
  nChanged 260
		SP:Iteration 10Q (31044.110000 sec): 3 clusters
  Score: Raw -619552.868761 + Penalty 2839.097932 = -616713.770829
  nChanged 264
		SP:Iteration 11Q (31044.290000 sec): 3 clusters
  Score: Raw -619729.952634 + Penalty 2839.097932 = -616890.854702
  nChanged 219
		SP:Iteration 12Q (31044.550000 sec): 3 clusters
  Score: Raw -619864.176289 + Penalty 2839.097932 = -617025.078357
  nChanged 169
		SP:Iteration 13Q (31044.710000 sec): 3 clusters
  Score: Raw -619962.505584 + Penalty 2839.097932 = -617123.407652
  nChanged 138
		SP:Iteration 14Q (31044.950000 sec): 3 clusters
  Score: Raw -620052.126940 + Penalty 2839.097932 = -617213.029008
  nChanged 118
		SP:Iteration 15Q (31045.170000 sec): 3 clusters
  Score: Raw -620129.468887 + Penalty 2839.097932 = -617290.370955
  nChanged 120
		SP:Iteration 16Q (31045.400000 sec): 3 clusters
  Score: Raw -620193.973276 + Penalty 2839.097932 = -617354.875344
  nChanged 89
		SP:Iteration 17Q (31045.600000 sec): 3 clusters
  Score: Raw -620242.249492 + Penalty 2839.097932 = -617403.151560
  nChanged 78
		SP:Iteration 18Q (31045.780000 sec): 3 clusters
  Score: Raw -620279.367506 + Penalty 2839.097932 = -617440.269574
  nChanged 66
		SP:Iteration 19Q (31046.030000 sec): 3 clusters
  Score: Raw -620309.521010 + Penalty 2839.097932 = -617470.423078
  nChanged 56
		SP:Iteration 20F (31046.240000 sec): 3 clusters
  Score: Raw -620338.460798 + Penalty 2839.097932 = -617499.362866
  nChanged 60
		SP:Iteration 21Q (31046.450000 sec): 3 clusters
  Score: Raw -620369.010738 + Penalty 2839.097932 = -617529.912806
  nChanged 68
		SP:Iteration 22Q (31046.660000 sec): 3 clusters
  Score: Raw -620403.875939 + Penalty 2839.097932 = -617564.778007
  nChanged 54
		SP:Iteration 23Q (31046.880000 sec): 3 clusters
  Score: Raw -620432.575730 + Penalty 2839.097932 = -617593.477798
  nChanged 47
		SP:Iteration 24Q (31047.110000 sec): 3 clusters
  Score: Raw -620455.756698 + Penalty 2839.097932 = -617616.658766
  nChanged 38
		SP:Iteration 25Q (31047.330000 sec): 3 clusters
  Score: Raw -620472.300536 + Penalty 2839.097932 = -617633.202604
  nChanged 37
		SP:Iteration 26Q (31047.520000 sec): 3 clusters
  Score: Raw -620489.326815 + Penalty 2839.097932 = -617650.228883
  nChanged 27
		SP:Iteration 27Q (31047.770000 sec): 3 clusters
  Score: Raw -620498.297083 + Penalty 2839.097932 = -617659.199151
  nChanged 21
		SP:Iteration 28Q (31047.950000 sec): 3 clusters
  Score: Raw -620505.915360 + Penalty 2839.097932 = -617666.817428
  nChanged 14
		SP:Iteration 29Q (31048.110000 sec): 3 clusters
  Score: Raw -620511.280310 + Penalty 2839.097932 = -617672.182378
  nChanged 15
		SP:Iteration 30Q (31048.310000 sec): 3 clusters
  Score: Raw -620517.076936 + Penalty 2839.097932 = -617677.979004
  nChanged 11
		SP:Iteration 31Q (31048.500000 sec): 3 clusters
  Score: Raw -620521.594883 + Penalty 2839.097932 = -617682.496951
  nChanged 7
		SP:Iteration 32Q (31048.670000 sec): 3 clusters
  Score: Raw -620524.383324 + Penalty 2839.097932 = -617685.285392
  nChanged 8
		SP:Iteration 33Q (31048.870000 sec): 3 clusters
  Score: Raw -620527.040341 + Penalty 2839.097932 = -617687.942409
  nChanged 5
		SP:Iteration 34Q (31049.100000 sec): 3 clusters
  Score: Raw -620528.925050 + Penalty 2839.097932 = -617689.827118
  nChanged 10
		SP:Iteration 35Q (31049.290000 sec): 3 clusters
  Score: Raw -620533.794365 + Penalty 2839.097932 = -617694.696433
  nChanged 13
		SP:Iteration 36Q (31049.520000 sec): 3 clusters
  Score: Raw -620541.359477 + Penalty 2839.097932 = -617702.261545
  nChanged 12
		SP:Iteration 37Q (31049.770000 sec): 3 clusters
  Score: Raw -620546.930544 + Penalty 2839.097932 = -617707.832612
  nChanged 6
		SP:Iteration 38Q (31049.980000 sec): 3 clusters
  Score: Raw -620549.171251 + Penalty 2839.097932 = -617710.073319
  nChanged 5
		SP:Iteration 39Q (31050.210000 sec): 3 clusters
  Score: Raw -620551.524127 + Penalty 2839.097932 = -617712.426195
  nChanged 6
		SP:Iteration 40F (31050.390000 sec): 3 clusters
  Score: Raw -620553.743005 + Penalty 2839.097932 = -617714.645073
  nChanged 5
		SP:Iteration 41Q (31050.540000 sec): 3 clusters
  Score: Raw -620555.566306 + Penalty 2839.097932 = -617716.468374
  nChanged 7
		SP:Iteration 42Q (31050.750000 sec): 3 clusters
  Score: Raw -620557.486493 + Penalty 2839.097932 = -617718.388561
  nChanged 3
		SP:Iteration 43Q (31050.990000 sec): 3 clusters
  Score: Raw -620558.898925 + Penalty 2839.097932 = -617719.800993
  nChanged 2
		SP:Iteration 44Q (31051.110000 sec): 3 clusters
  Score: Raw -620559.556031 + Penalty 2839.097932 = -617720.458099
  nChanged 3
		SP:Iteration 45Q (31051.330000 sec): 3 clusters
  Score: Raw -620560.630857 + Penalty 2839.097932 = -617721.532925
  nChanged 1
		SP:Iteration 46Q (31051.520000 sec): 3 clusters
  Score: Raw -620560.953263 + Penalty 2839.097932 = -617721.855331
  nChanged 1
		SP:Iteration 47Q (31051.730000 sec): 3 clusters
  Score: Raw -620561.104828 + Penalty 2839.097932 = -617722.006896
  nChanged 0
		SP:Iteration 48F (31051.920000 sec): 3 clusters
  Score: Raw -620561.104828 + Penalty 2839.097932 = -617722.006896
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31052.110000 sec): 2 clusters
  Score: Raw -2314725.280400 + Penalty 1630.580309 = -2313094.700092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31052.410000 sec): 3 clusters
  Score: Raw -2300805.377441 + Penalty 3261.160617 = -2297544.216823
  nChanged 10467
		SP:Iteration 1F (31052.720000 sec): 3 clusters
  Score: Raw -2306619.176248 + Penalty 3261.160617 = -2303358.015631
  nChanged 1177
		SP:Iteration 2F (31052.960000 sec): 3 clusters
  Score: Raw -2307048.331545 + Penalty 3261.160617 = -2303787.170928
  nChanged 1120
		SP:Iteration 3Q (31053.230000 sec): 3 clusters
  Score: Raw -2307468.169324 + Penalty 3261.160617 = -2304207.008707
  nChanged 1089
		SP:Iteration 4Q (31053.520000 sec): 3 clusters
  Score: Raw -2307917.767132 + Penalty 3261.160617 = -2304656.606514
  nChanged 1101
		SP:Iteration 5Q (31053.800000 sec): 3 clusters
  Score: Raw -2308437.181985 + Penalty 3261.160617 = -2305176.021368
  nChanged 1211
		SP:Iteration 6F (31054.110000 sec): 3 clusters
  Score: Raw -2309087.448324 + Penalty 3261.160617 = -2305826.287707
  nChanged 1291
		SP:Iteration 7F (31054.390000 sec): 3 clusters
  Score: Raw -2309883.132700 + Penalty 3261.160617 = -2306621.972083
  nChanged 1346
		SP:Iteration 8F (31054.670000 sec): 3 clusters
  Score: Raw -2310788.092292 + Penalty 3261.160617 = -2307526.931675
  nChanged 1334
		SP:Iteration 9F (31054.950000 sec): 3 clusters
  Score: Raw -2311788.081771 + Penalty 3261.160617 = -2308526.921153
  nChanged 1161
		SP:Iteration 10F (31055.230000 sec): 3 clusters
  Score: Raw -2312693.598210 + Penalty 3261.160617 = -2309432.437593
  nChanged 948
		SP:Iteration 11Q (31055.500000 sec): 3 clusters
  Score: Raw -2313464.079294 + Penalty 3261.160617 = -2310202.918677
  nChanged 708
		SP:Iteration 12Q (31055.800000 sec): 3 clusters
  Score: Raw -2314013.814431 + Penalty 3261.160617 = -2310752.653814
  nChanged 461
		SP:Iteration 13Q (31056.090000 sec): 3 clusters
  Score: Raw -2314387.033519 + Penalty 3261.160617 = -2311125.872902
  nChanged 291
		SP:Iteration 14Q (31056.350000 sec): 3 clusters
  Score: Raw -2314596.866026 + Penalty 3261.160617 = -2311335.705409
  nChanged 184
		SP:Iteration 15Q (31056.650000 sec): 3 clusters
  Score: Raw -2314725.290073 + Penalty 3261.160617 = -2311464.129455
  nChanged 113
		SP:Iteration 16Q (31056.910000 sec): 3 clusters
  Score: Raw -2314802.310067 + Penalty 3261.160617 = -2311541.149450
  nChanged 74
		SP:Iteration 17Q (31057.160000 sec): 3 clusters
  Score: Raw -2314845.742699 + Penalty 3261.160617 = -2311584.582081
  nChanged 43
		SP:Iteration 18Q (31057.360000 sec): 3 clusters
  Score: Raw -2314879.083205 + Penalty 3261.160617 = -2311617.922588
  nChanged 42
		SP:Iteration 19Q (31057.660000 sec): 3 clusters
  Score: Raw -2314910.401270 + Penalty 3261.160617 = -2311649.240653
  nChanged 32
		SP:Iteration 20F (31057.910000 sec): 3 clusters
  Score: Raw -2314934.629768 + Penalty 3261.160617 = -2311673.469150
  nChanged 29
		SP:Iteration 21Q (31058.190000 sec): 3 clusters
  Score: Raw -2314955.860385 + Penalty 3261.160617 = -2311694.699768
  nChanged 20
		SP:Iteration 22Q (31058.470000 sec): 3 clusters
  Score: Raw -2314969.591561 + Penalty 3261.160617 = -2311708.430944
  nChanged 18
		SP:Iteration 23Q (31058.710000 sec): 3 clusters
  Score: Raw -2314981.060877 + Penalty 3261.160617 = -2311719.900260
  nChanged 14
		SP:Iteration 24Q (31058.970000 sec): 3 clusters
  Score: Raw -2314990.557418 + Penalty 3261.160617 = -2311729.396801
  nChanged 12
		SP:Iteration 25Q (31059.220000 sec): 3 clusters
  Score: Raw -2315000.055563 + Penalty 3261.160617 = -2311738.894946
  nChanged 9
		SP:Iteration 26Q (31059.500000 sec): 3 clusters
  Score: Raw -2315004.335299 + Penalty 3261.160617 = -2311743.174681
  nChanged 9
		SP:Iteration 27Q (31059.830000 sec): 3 clusters
  Score: Raw -2315010.152963 + Penalty 3261.160617 = -2311748.992345
  nChanged 7
		SP:Iteration 28Q (31060.090000 sec): 3 clusters
  Score: Raw -2315016.317945 + Penalty 3261.160617 = -2311755.157328
  nChanged 6
		SP:Iteration 29Q (31060.370000 sec): 3 clusters
  Score: Raw -2315019.347995 + Penalty 3261.160617 = -2311758.187378
  nChanged 2
		SP:Iteration 30Q (31060.610000 sec): 3 clusters
  Score: Raw -2315020.500746 + Penalty 3261.160617 = -2311759.340128
  nChanged 3
		SP:Iteration 31Q (31060.880000 sec): 3 clusters
  Score: Raw -2315021.526922 + Penalty 3261.160617 = -2311760.366305
  nChanged 3
		SP:Iteration 32Q (31061.190000 sec): 3 clusters
  Score: Raw -2315022.235292 + Penalty 3261.160617 = -2311761.074675
  nChanged 0
		SP:Iteration 33F (31061.420000 sec): 3 clusters
  Score: Raw -2315022.235292 + Penalty 3261.160617 = -2311761.074675
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31061.570000 sec): 2 clusters
  Score: Raw -332059.938690 + Penalty 1330.119411 = -330729.819278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31061.730000 sec): 3 clusters
  Score: Raw -330341.667614 + Penalty 2660.238823 = -327681.428791
  nChanged 1439
		SP:Iteration 1F (31061.880000 sec): 3 clusters
  Score: Raw -331310.909211 + Penalty 2660.238823 = -328650.670388
  nChanged 342
		SP:Iteration 2F (31062.080000 sec): 3 clusters
  Score: Raw -331572.404891 + Penalty 2660.238823 = -328912.166068
  nChanged 224
		SP:Iteration 3F (31062.220000 sec): 3 clusters
  Score: Raw -331744.349548 + Penalty 2660.238823 = -329084.110725
  nChanged 185
		SP:Iteration 4F (31062.390000 sec): 3 clusters
  Score: Raw -331881.302459 + Penalty 2660.238823 = -329221.063636
  nChanged 165
		SP:Iteration 5Q (31062.550000 sec): 3 clusters
  Score: Raw -332009.894799 + Penalty 2660.238823 = -329349.655976
  nChanged 145
		SP:Iteration 6Q (31062.740000 sec): 3 clusters
  Score: Raw -332114.992824 + Penalty 2660.238823 = -329454.754001
  nChanged 123
		SP:Iteration 7Q (31062.950000 sec): 3 clusters
  Score: Raw -332212.484270 + Penalty 2660.238823 = -329552.245447
  nChanged 114
		SP:Iteration 8Q (31063.120000 sec): 3 clusters
  Score: Raw -332288.374320 + Penalty 2660.238823 = -329628.135497
  nChanged 80
		SP:Iteration 9Q (31063.300000 sec): 3 clusters
  Score: Raw -332346.968686 + Penalty 2660.238823 = -329686.729863
  nChanged 63
		SP:Iteration 10Q (31063.500000 sec): 3 clusters
  Score: Raw -332387.278967 + Penalty 2660.238823 = -329727.040145
  nChanged 52
		SP:Iteration 11Q (31063.720000 sec): 3 clusters
  Score: Raw -332419.121244 + Penalty 2660.238823 = -329758.882421
  nChanged 53
		SP:Iteration 12Q (31063.920000 sec): 3 clusters
  Score: Raw -332454.467217 + Penalty 2660.238823 = -329794.228394
  nChanged 45
		SP:Iteration 13Q (31064.160000 sec): 3 clusters
  Score: Raw -332489.688558 + Penalty 2660.238823 = -329829.449736
  nChanged 43
		SP:Iteration 14Q (31064.350000 sec): 3 clusters
  Score: Raw -332524.541700 + Penalty 2660.238823 = -329864.302878
  nChanged 39
		SP:Iteration 15Q (31064.530000 sec): 3 clusters
  Score: Raw -332560.352796 + Penalty 2660.238823 = -329900.113973
  nChanged 36
		SP:Iteration 16Q (31064.690000 sec): 3 clusters
  Score: Raw -332588.624867 + Penalty 2660.238823 = -329928.386044
  nChanged 22
		SP:Iteration 17Q (31064.860000 sec): 3 clusters
  Score: Raw -332602.082267 + Penalty 2660.238823 = -329941.843444
  nChanged 19
		SP:Iteration 18Q (31065.050000 sec): 3 clusters
  Score: Raw -332614.093675 + Penalty 2660.238823 = -329953.854853
  nChanged 15
		SP:Iteration 19Q (31065.280000 sec): 3 clusters
  Score: Raw -332627.272165 + Penalty 2660.238823 = -329967.033342
  nChanged 17
		SP:Iteration 20F (31065.470000 sec): 3 clusters
  Score: Raw -332641.391038 + Penalty 2660.238823 = -329981.152215
  nChanged 11
		SP:Iteration 21Q (31065.670000 sec): 3 clusters
  Score: Raw -332651.300904 + Penalty 2660.238823 = -329991.062081
  nChanged 12
		SP:Iteration 22Q (31065.880000 sec): 3 clusters
  Score: Raw -332665.392877 + Penalty 2660.238823 = -330005.154054
  nChanged 13
		SP:Iteration 23Q (31066.060000 sec): 3 clusters
  Score: Raw -332674.446905 + Penalty 2660.238823 = -330014.208082
  nChanged 11
		SP:Iteration 24Q (31066.210000 sec): 3 clusters
  Score: Raw -332680.045008 + Penalty 2660.238823 = -330019.806186
  nChanged 7
		SP:Iteration 25Q (31066.400000 sec): 3 clusters
  Score: Raw -332685.857661 + Penalty 2660.238823 = -330025.618839
  nChanged 8
		SP:Iteration 26Q (31066.610000 sec): 3 clusters
  Score: Raw -332689.740079 + Penalty 2660.238823 = -330029.501256
  nChanged 1
		SP:Iteration 27Q (31066.780000 sec): 3 clusters
  Score: Raw -332690.277867 + Penalty 2660.238823 = -330030.039044
  nChanged 2
		SP:Iteration 28Q (31066.940000 sec): 3 clusters
  Score: Raw -332691.340962 + Penalty 2660.238823 = -330031.102140
  nChanged 1
		SP:Iteration 29Q (31067.130000 sec): 3 clusters
  Score: Raw -332692.191473 + Penalty 2660.238823 = -330031.952651
  nChanged 1
		SP:Iteration 30Q (31067.290000 sec): 3 clusters
  Score: Raw -332692.701430 + Penalty 2660.238823 = -330032.462607
  nChanged 1
		SP:Iteration 31Q (31067.480000 sec): 3 clusters
  Score: Raw -332693.074149 + Penalty 2660.238823 = -330032.835327
  nChanged 0
		SP:Iteration 32F (31067.650000 sec): 3 clusters
  Score: Raw -332693.074149 + Penalty 2660.238823 = -330032.835327
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31067.750000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31067.950000 sec): 3 clusters
  Score: Raw -13974.613562 + Penalty 1598.993801 = -12375.619761
  nChanged 9
		SP:Iteration 1F (31068.140000 sec): 3 clusters
  Score: Raw -14020.052128 + Penalty 1598.993801 = -12421.058327
  nChanged 3
		SP:Iteration 2Q (31068.310000 sec): 3 clusters
  Score: Raw -14033.551304 + Penalty 1598.993801 = -12434.557503
  nChanged 1
		SP:Iteration 3Q (31068.490000 sec): 3 clusters
  Score: Raw -14038.918182 + Penalty 1598.993801 = -12439.924381
  nChanged 0
		SP:Iteration 4F (31068.700000 sec): 3 clusters
  Score: Raw -14038.918182 + Penalty 1598.993801 = -12439.924381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31068.790000 sec): 2 clusters
  Score: Raw -469369.359336 + Penalty 1370.353016 = -467999.006320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31069.000000 sec): 3 clusters
  Score: Raw -467013.852142 + Penalty 2740.706033 = -464273.146109
  nChanged 1855
		SP:Iteration 1F (31069.180000 sec): 3 clusters
  Score: Raw -468092.835309 + Penalty 2740.706033 = -465352.129276
  nChanged 353
		SP:Iteration 2F (31069.400000 sec): 3 clusters
  Score: Raw -468302.272363 + Penalty 2740.706033 = -465561.566330
  nChanged 243
		SP:Iteration 3F (31069.680000 sec): 3 clusters
  Score: Raw -468428.931361 + Penalty 2740.706033 = -465688.225328
  nChanged 191
		SP:Iteration 4Q (31069.860000 sec): 3 clusters
  Score: Raw -468532.221294 + Penalty 2740.706033 = -465791.515261
  nChanged 180
		SP:Iteration 5Q (31070.050000 sec): 3 clusters
  Score: Raw -468637.436563 + Penalty 2740.706033 = -465896.730530
  nChanged 144
		SP:Iteration 6Q (31070.270000 sec): 3 clusters
  Score: Raw -468705.295213 + Penalty 2740.706033 = -465964.589180
  nChanged 120
		SP:Iteration 7Q (31070.490000 sec): 3 clusters
  Score: Raw -468760.587980 + Penalty 2740.706033 = -466019.881948
  nChanged 93
		SP:Iteration 8Q (31070.730000 sec): 3 clusters
  Score: Raw -468805.759239 + Penalty 2740.706033 = -466065.053207
  nChanged 100
		SP:Iteration 9Q (31070.920000 sec): 3 clusters
  Score: Raw -468858.426867 + Penalty 2740.706033 = -466117.720834
  nChanged 96
		SP:Iteration 10Q (31071.120000 sec): 3 clusters
  Score: Raw -468907.205413 + Penalty 2740.706033 = -466166.499380
  nChanged 74
		SP:Iteration 11Q (31071.300000 sec): 3 clusters
  Score: Raw -468941.674248 + Penalty 2740.706033 = -466200.968215
  nChanged 63
		SP:Iteration 12Q (31071.510000 sec): 3 clusters
  Score: Raw -468969.288497 + Penalty 2740.706033 = -466228.582465
  nChanged 62
		SP:Iteration 13Q (31071.720000 sec): 3 clusters
  Score: Raw -468994.611625 + Penalty 2740.706033 = -466253.905592
  nChanged 60
		SP:Iteration 14Q (31071.930000 sec): 3 clusters
  Score: Raw -469021.862402 + Penalty 2740.706033 = -466281.156369
  nChanged 61
		SP:Iteration 15Q (31072.130000 sec): 3 clusters
  Score: Raw -469050.004499 + Penalty 2740.706033 = -466309.298466
  nChanged 67
		SP:Iteration 16Q (31072.310000 sec): 3 clusters
  Score: Raw -469081.549225 + Penalty 2740.706033 = -466340.843193
  nChanged 63
		SP:Iteration 17Q (31072.470000 sec): 3 clusters
  Score: Raw -469110.243274 + Penalty 2740.706033 = -466369.537242
  nChanged 58
		SP:Iteration 18Q (31072.670000 sec): 3 clusters
  Score: Raw -469135.677358 + Penalty 2740.706033 = -466394.971325
  nChanged 57
		SP:Iteration 19Q (31072.900000 sec): 3 clusters
  Score: Raw -469155.799289 + Penalty 2740.706033 = -466415.093257
  nChanged 44
		SP:Iteration 20F (31073.130000 sec): 3 clusters
  Score: Raw -469173.604844 + Penalty 2740.706033 = -466432.898811
  nChanged 43
		SP:Iteration 21Q (31073.330000 sec): 3 clusters
  Score: Raw -469189.565374 + Penalty 2740.706033 = -466448.859341
  nChanged 38
		SP:Iteration 22Q (31073.530000 sec): 3 clusters
  Score: Raw -469206.419539 + Penalty 2740.706033 = -466465.713506
  nChanged 42
		SP:Iteration 23Q (31073.690000 sec): 3 clusters
  Score: Raw -469225.569434 + Penalty 2740.706033 = -466484.863402
  nChanged 40
		SP:Iteration 24Q (31073.930000 sec): 3 clusters
  Score: Raw -469239.553213 + Penalty 2740.706033 = -466498.847181
  nChanged 32
		SP:Iteration 25Q (31074.120000 sec): 3 clusters
  Score: Raw -469250.999481 + Penalty 2740.706033 = -466510.293448
  nChanged 31
		SP:Iteration 26Q (31074.300000 sec): 3 clusters
  Score: Raw -469263.330859 + Penalty 2740.706033 = -466522.624826
  nChanged 31
		SP:Iteration 27Q (31074.500000 sec): 3 clusters
  Score: Raw -469274.926835 + Penalty 2740.706033 = -466534.220802
  nChanged 20
		SP:Iteration 28Q (31074.720000 sec): 3 clusters
  Score: Raw -469280.313583 + Penalty 2740.706033 = -466539.607551
  nChanged 15
		SP:Iteration 29Q (31074.870000 sec): 3 clusters
  Score: Raw -469284.907077 + Penalty 2740.706033 = -466544.201044
  nChanged 12
		SP:Iteration 30Q (31075.050000 sec): 3 clusters
  Score: Raw -469287.875466 + Penalty 2740.706033 = -466547.169433
  nChanged 9
		SP:Iteration 31Q (31075.280000 sec): 3 clusters
  Score: Raw -469290.826818 + Penalty 2740.706033 = -466550.120785
  nChanged 8
		SP:Iteration 32Q (31075.430000 sec): 3 clusters
  Score: Raw -469293.146695 + Penalty 2740.706033 = -466552.440662
  nChanged 9
		SP:Iteration 33Q (31075.630000 sec): 3 clusters
  Score: Raw -469296.459389 + Penalty 2740.706033 = -466555.753356
  nChanged 15
		SP:Iteration 34Q (31075.850000 sec): 3 clusters
  Score: Raw -469301.759495 + Penalty 2740.706033 = -466561.053462
  nChanged 16
		SP:Iteration 35Q (31076.040000 sec): 3 clusters
  Score: Raw -469309.285610 + Penalty 2740.706033 = -466568.579577
  nChanged 18
		SP:Iteration 36Q (31076.260000 sec): 3 clusters
  Score: Raw -469315.835265 + Penalty 2740.706033 = -466575.129233
  nChanged 18
		SP:Iteration 37Q (31076.460000 sec): 3 clusters
  Score: Raw -469325.024112 + Penalty 2740.706033 = -466584.318080
  nChanged 13
		SP:Iteration 38Q (31076.680000 sec): 3 clusters
  Score: Raw -469329.212759 + Penalty 2740.706033 = -466588.506727
  nChanged 8
		SP:Iteration 39Q (31076.880000 sec): 3 clusters
  Score: Raw -469331.200876 + Penalty 2740.706033 = -466590.494844
  nChanged 7
		SP:Iteration 40F (31077.040000 sec): 3 clusters
  Score: Raw -469333.383389 + Penalty 2740.706033 = -466592.677356
  nChanged 8
		SP:Iteration 41Q (31077.240000 sec): 3 clusters
  Score: Raw -469336.051730 + Penalty 2740.706033 = -466595.345697
  nChanged 9
		SP:Iteration 42Q (31077.420000 sec): 3 clusters
  Score: Raw -469338.831648 + Penalty 2740.706033 = -466598.125615
  nChanged 4
		SP:Iteration 43Q (31077.630000 sec): 3 clusters
  Score: Raw -469339.874011 + Penalty 2740.706033 = -466599.167978
  nChanged 2
		SP:Iteration 44Q (31077.850000 sec): 3 clusters
  Score: Raw -469340.329759 + Penalty 2740.706033 = -466599.623726
  nChanged 0
		SP:Iteration 45F (31078.030000 sec): 3 clusters
  Score: Raw -469340.329759 + Penalty 2740.706033 = -466599.623726
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31078.190000 sec): 2 clusters
  Score: Raw -483949.408785 + Penalty 1362.864212 = -482586.544573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31078.330000 sec): 3 clusters
  Score: Raw -481625.062562 + Penalty 2725.728424 = -478899.334138
  nChanged 1788
		SP:Iteration 1F (31078.580000 sec): 3 clusters
  Score: Raw -482576.314404 + Penalty 2725.728424 = -479850.585979
  nChanged 304
		SP:Iteration 2F (31078.750000 sec): 3 clusters
  Score: Raw -482737.369165 + Penalty 2725.728424 = -480011.640741
  nChanged 214
		SP:Iteration 3Q (31078.990000 sec): 3 clusters
  Score: Raw -482853.409238 + Penalty 2725.728424 = -480127.680814
  nChanged 193
		SP:Iteration 4Q (31079.200000 sec): 3 clusters
  Score: Raw -482945.840401 + Penalty 2725.728424 = -480220.111977
  nChanged 147
		SP:Iteration 5Q (31079.380000 sec): 3 clusters
  Score: Raw -483017.954686 + Penalty 2725.728424 = -480292.226262
  nChanged 125
		SP:Iteration 6Q (31079.560000 sec): 3 clusters
  Score: Raw -483090.667619 + Penalty 2725.728424 = -480364.939195
  nChanged 137
		SP:Iteration 7Q (31079.770000 sec): 3 clusters
  Score: Raw -483173.805562 + Penalty 2725.728424 = -480448.077138
  nChanged 152
		SP:Iteration 8Q (31079.970000 sec): 3 clusters
  Score: Raw -483268.366125 + Penalty 2725.728424 = -480542.637701
  nChanged 140
		SP:Iteration 9Q (31080.150000 sec): 3 clusters
  Score: Raw -483356.567220 + Penalty 2725.728424 = -480630.838796
  nChanged 138
		SP:Iteration 10Q (31080.330000 sec): 3 clusters
  Score: Raw -483441.711642 + Penalty 2725.728424 = -480715.983218
  nChanged 129
		SP:Iteration 11Q (31080.540000 sec): 3 clusters
  Score: Raw -483530.600776 + Penalty 2725.728424 = -480804.872352
  nChanged 124
		SP:Iteration 12Q (31080.730000 sec): 3 clusters
  Score: Raw -483618.801346 + Penalty 2725.728424 = -480893.072922
  nChanged 112
		SP:Iteration 13Q (31080.940000 sec): 3 clusters
  Score: Raw -483690.710462 + Penalty 2725.728424 = -480964.982038
  nChanged 82
		SP:Iteration 14Q (31081.120000 sec): 3 clusters
  Score: Raw -483742.698254 + Penalty 2725.728424 = -481016.969830
  nChanged 75
		SP:Iteration 15Q (31081.320000 sec): 3 clusters
  Score: Raw -483790.150451 + Penalty 2725.728424 = -481064.422027
  nChanged 71
		SP:Iteration 16Q (31081.540000 sec): 3 clusters
  Score: Raw -483840.528322 + Penalty 2725.728424 = -481114.799898
  nChanged 63
		SP:Iteration 17Q (31081.710000 sec): 3 clusters
  Score: Raw -483878.962643 + Penalty 2725.728424 = -481153.234219
  nChanged 51
		SP:Iteration 18Q (31081.910000 sec): 3 clusters
  Score: Raw -483910.804659 + Penalty 2725.728424 = -481185.076235
  nChanged 42
		SP:Iteration 19Q (31082.150000 sec): 3 clusters
  Score: Raw -483931.867263 + Penalty 2725.728424 = -481206.138839
  nChanged 23
		SP:Iteration 20F (31082.310000 sec): 3 clusters
  Score: Raw -483944.897006 + Penalty 2725.728424 = -481219.168582
  nChanged 22
		SP:Iteration 21Q (31082.540000 sec): 3 clusters
  Score: Raw -483962.009508 + Penalty 2725.728424 = -481236.281084
  nChanged 22
		SP:Iteration 22Q (31082.690000 sec): 3 clusters
  Score: Raw -483982.730646 + Penalty 2725.728424 = -481257.002222
  nChanged 16
		SP:Iteration 23Q (31082.910000 sec): 3 clusters
  Score: Raw -483996.222734 + Penalty 2725.728424 = -481270.494310
  nChanged 23
		SP:Iteration 24Q (31083.100000 sec): 3 clusters
  Score: Raw -484015.087850 + Penalty 2725.728424 = -481289.359425
  nChanged 15
		SP:Iteration 25Q (31083.310000 sec): 3 clusters
  Score: Raw -484027.967516 + Penalty 2725.728424 = -481302.239091
  nChanged 17
		SP:Iteration 26Q (31083.540000 sec): 3 clusters
  Score: Raw -484042.265676 + Penalty 2725.728424 = -481316.537252
  nChanged 15
		SP:Iteration 27Q (31083.780000 sec): 3 clusters
  Score: Raw -484057.292796 + Penalty 2725.728424 = -481331.564371
  nChanged 15
		SP:Iteration 28Q (31084.020000 sec): 3 clusters
  Score: Raw -484070.213307 + Penalty 2725.728424 = -481344.484882
  nChanged 8
		SP:Iteration 29Q (31084.250000 sec): 3 clusters
  Score: Raw -484074.703067 + Penalty 2725.728424 = -481348.974643
  nChanged 3
		SP:Iteration 30Q (31084.490000 sec): 3 clusters
  Score: Raw -484078.331056 + Penalty 2725.728424 = -481352.602632
  nChanged 6
		SP:Iteration 31Q (31084.720000 sec): 3 clusters
  Score: Raw -484085.041051 + Penalty 2725.728424 = -481359.312627
  nChanged 5
		SP:Iteration 32Q (31084.950000 sec): 3 clusters
  Score: Raw -484089.718561 + Penalty 2725.728424 = -481363.990137
  nChanged 5
		SP:Iteration 33Q (31085.180000 sec): 3 clusters
  Score: Raw -484091.726271 + Penalty 2725.728424 = -481365.997847
  nChanged 4
		SP:Iteration 34Q (31085.380000 sec): 3 clusters
  Score: Raw -484095.208905 + Penalty 2725.728424 = -481369.480481
  nChanged 5
		SP:Iteration 35Q (31085.610000 sec): 3 clusters
  Score: Raw -484100.083844 + Penalty 2725.728424 = -481374.355420
  nChanged 7
		SP:Iteration 36Q (31085.820000 sec): 3 clusters
  Score: Raw -484104.324661 + Penalty 2725.728424 = -481378.596237
  nChanged 2
		SP:Iteration 37Q (31086.050000 sec): 3 clusters
  Score: Raw -484105.481529 + Penalty 2725.728424 = -481379.753105
  nChanged 3
		SP:Iteration 38Q (31086.300000 sec): 3 clusters
  Score: Raw -484107.404599 + Penalty 2725.728424 = -481381.676175
  nChanged 5
		SP:Iteration 39Q (31086.510000 sec): 3 clusters
  Score: Raw -484111.453199 + Penalty 2725.728424 = -481385.724775
  nChanged 4
		SP:Iteration 40F (31086.790000 sec): 3 clusters
  Score: Raw -484115.492117 + Penalty 2725.728424 = -481389.763693
  nChanged 2
		SP:Iteration 41Q (31087.050000 sec): 3 clusters
  Score: Raw -484116.843711 + Penalty 2725.728424 = -481391.115287
  nChanged 2
		SP:Iteration 42Q (31087.240000 sec): 3 clusters
  Score: Raw -484117.281533 + Penalty 2725.728424 = -481391.553109
  nChanged 0
		SP:Iteration 43F (31087.430000 sec): 3 clusters
  Score: Raw -484117.281533 + Penalty 2725.728424 = -481391.553109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31087.560000 sec): 2 clusters
  Score: Raw -861309.322843 + Penalty 1466.753782 = -859842.569061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31087.750000 sec): 3 clusters
  Score: Raw -856685.930345 + Penalty 2933.507564 = -853752.422781
  nChanged 3562
		SP:Iteration 1F (31088.000000 sec): 3 clusters
  Score: Raw -858598.208792 + Penalty 2933.507564 = -855664.701228
  nChanged 561
		SP:Iteration 2F (31088.200000 sec): 3 clusters
  Score: Raw -858880.406310 + Penalty 2933.507564 = -855946.898746
  nChanged 463
		SP:Iteration 3F (31088.390000 sec): 3 clusters
  Score: Raw -859136.277000 + Penalty 2933.507564 = -856202.769436
  nChanged 433
		SP:Iteration 4F (31088.580000 sec): 3 clusters
  Score: Raw -859382.221964 + Penalty 2933.507564 = -856448.714400
  nChanged 388
		SP:Iteration 5Q (31088.810000 sec): 3 clusters
  Score: Raw -859688.682238 + Penalty 2933.507564 = -856755.174674
  nChanged 434
		SP:Iteration 6F (31089.000000 sec): 3 clusters
  Score: Raw -860044.146799 + Penalty 2933.507564 = -857110.639235
  nChanged 405
		SP:Iteration 7Q (31089.220000 sec): 3 clusters
  Score: Raw -860338.609945 + Penalty 2933.507564 = -857405.102381
  nChanged 389
		SP:Iteration 8Q (31089.420000 sec): 3 clusters
  Score: Raw -860605.809755 + Penalty 2933.507564 = -857672.302191
  nChanged 340
		SP:Iteration 9Q (31089.580000 sec): 3 clusters
  Score: Raw -860790.726085 + Penalty 2933.507564 = -857857.218521
  nChanged 271
		SP:Iteration 10Q (31089.770000 sec): 3 clusters
  Score: Raw -860913.664384 + Penalty 2933.507564 = -857980.156820
  nChanged 214
		SP:Iteration 11Q (31090.020000 sec): 3 clusters
  Score: Raw -861009.183700 + Penalty 2933.507564 = -858075.676136
  nChanged 183
		SP:Iteration 12Q (31090.190000 sec): 3 clusters
  Score: Raw -861099.900303 + Penalty 2933.507564 = -858166.392739
  nChanged 192
		SP:Iteration 13Q (31090.420000 sec): 3 clusters
  Score: Raw -861187.488947 + Penalty 2933.507564 = -858253.981383
  nChanged 172
		SP:Iteration 14Q (31090.600000 sec): 3 clusters
  Score: Raw -861267.607527 + Penalty 2933.507564 = -858334.099963
  nChanged 144
		SP:Iteration 15Q (31090.810000 sec): 3 clusters
  Score: Raw -861335.519555 + Penalty 2933.507564 = -858402.011991
  nChanged 138
		SP:Iteration 16Q (31091.030000 sec): 3 clusters
  Score: Raw -861395.830460 + Penalty 2933.507564 = -858462.322896
  nChanged 127
		SP:Iteration 17Q (31091.240000 sec): 3 clusters
  Score: Raw -861443.598320 + Penalty 2933.507564 = -858510.090756
  nChanged 108
		SP:Iteration 18Q (31091.460000 sec): 3 clusters
  Score: Raw -861481.239320 + Penalty 2933.507564 = -858547.731756
  nChanged 91
		SP:Iteration 19Q (31091.650000 sec): 3 clusters
  Score: Raw -861510.091239 + Penalty 2933.507564 = -858576.583675
  nChanged 75
		SP:Iteration 20F (31091.830000 sec): 3 clusters
  Score: Raw -861532.889540 + Penalty 2933.507564 = -858599.381976
  nChanged 74
		SP:Iteration 21Q (31092.080000 sec): 3 clusters
  Score: Raw -861558.679348 + Penalty 2933.507564 = -858625.171784
  nChanged 75
		SP:Iteration 22Q (31092.250000 sec): 3 clusters
  Score: Raw -861588.332765 + Penalty 2933.507564 = -858654.825201
  nChanged 80
		SP:Iteration 23Q (31092.470000 sec): 3 clusters
  Score: Raw -861615.986352 + Penalty 2933.507564 = -858682.478788
  nChanged 56
		SP:Iteration 24Q (31092.680000 sec): 3 clusters
  Score: Raw -861632.508583 + Penalty 2933.507564 = -858699.001019
  nChanged 43
		SP:Iteration 25Q (31092.830000 sec): 3 clusters
  Score: Raw -861645.400927 + Penalty 2933.507564 = -858711.893362
  nChanged 42
		SP:Iteration 26Q (31093.040000 sec): 3 clusters
  Score: Raw -861657.683352 + Penalty 2933.507564 = -858724.175788
  nChanged 43
		SP:Iteration 27Q (31093.300000 sec): 3 clusters
  Score: Raw -861673.318760 + Penalty 2933.507564 = -858739.811196
  nChanged 44
		SP:Iteration 28Q (31093.540000 sec): 3 clusters
  Score: Raw -861686.064178 + Penalty 2933.507564 = -858752.556614
  nChanged 39
		SP:Iteration 29Q (31093.770000 sec): 3 clusters
  Score: Raw -861700.169874 + Penalty 2933.507564 = -858766.662310
  nChanged 53
		SP:Iteration 30Q (31093.970000 sec): 3 clusters
  Score: Raw -861717.595302 + Penalty 2933.507564 = -858784.087738
  nChanged 33
		SP:Iteration 31Q (31094.220000 sec): 3 clusters
  Score: Raw -861727.313557 + Penalty 2933.507564 = -858793.805993
  nChanged 28
		SP:Iteration 32Q (31094.410000 sec): 3 clusters
  Score: Raw -861734.982284 + Penalty 2933.507564 = -858801.474720
  nChanged 31
		SP:Iteration 33Q (31094.620000 sec): 3 clusters
  Score: Raw -861745.814004 + Penalty 2933.507564 = -858812.306440
  nChanged 26
		SP:Iteration 34Q (31094.830000 sec): 3 clusters
  Score: Raw -861754.711832 + Penalty 2933.507564 = -858821.204268
  nChanged 21
		SP:Iteration 35Q (31095.020000 sec): 3 clusters
  Score: Raw -861761.056526 + Penalty 2933.507564 = -858827.548962
  nChanged 16
		SP:Iteration 36Q (31095.210000 sec): 3 clusters
  Score: Raw -861765.894816 + Penalty 2933.507564 = -858832.387252
  nChanged 18
		SP:Iteration 37Q (31095.450000 sec): 3 clusters
  Score: Raw -861770.335567 + Penalty 2933.507564 = -858836.828003
  nChanged 15
		SP:Iteration 38Q (31095.680000 sec): 3 clusters
  Score: Raw -861774.637967 + Penalty 2933.507564 = -858841.130403
  nChanged 11
		SP:Iteration 39Q (31095.880000 sec): 3 clusters
  Score: Raw -861779.595658 + Penalty 2933.507564 = -858846.088094
  nChanged 18
		SP:Iteration 40F (31096.090000 sec): 3 clusters
  Score: Raw -861785.470853 + Penalty 2933.507564 = -858851.963289
  nChanged 18
		SP:Iteration 41Q (31096.340000 sec): 3 clusters
  Score: Raw -861791.677573 + Penalty 2933.507564 = -858858.170009
  nChanged 13
		SP:Iteration 42Q (31096.580000 sec): 3 clusters
  Score: Raw -861794.725287 + Penalty 2933.507564 = -858861.217723
  nChanged 7
		SP:Iteration 43Q (31096.770000 sec): 3 clusters
  Score: Raw -861797.129888 + Penalty 2933.507564 = -858863.622324
  nChanged 8
		SP:Iteration 44Q (31097.000000 sec): 3 clusters
  Score: Raw -861799.422867 + Penalty 2933.507564 = -858865.915303
  nChanged 3
		SP:Iteration 45Q (31097.240000 sec): 3 clusters
  Score: Raw -861800.579566 + Penalty 2933.507564 = -858867.072002
  nChanged 6
		SP:Iteration 46Q (31097.460000 sec): 3 clusters
  Score: Raw -861802.057439 + Penalty 2933.507564 = -858868.549875
  nChanged 2
		SP:Iteration 47Q (31097.680000 sec): 3 clusters
  Score: Raw -861802.591850 + Penalty 2933.507564 = -858869.084286
  nChanged 1
		SP:Iteration 48Q (31097.900000 sec): 3 clusters
  Score: Raw -861802.732469 + Penalty 2933.507564 = -858869.224905
  nChanged 0
		SP:Iteration 49F (31098.120000 sec): 3 clusters
  Score: Raw -861802.732469 + Penalty 2933.507564 = -858869.224905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31098.220000 sec): 2 clusters
  Score: Raw -771345.711193 + Penalty 1444.714090 = -769900.997103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31098.440000 sec): 3 clusters
  Score: Raw -767383.879933 + Penalty 2889.428180 = -764494.451754
  nChanged 3050
		SP:Iteration 1F (31098.640000 sec): 3 clusters
  Score: Raw -769077.441392 + Penalty 2889.428180 = -766188.013212
  nChanged 551
		SP:Iteration 2F (31098.820000 sec): 3 clusters
  Score: Raw -769422.910168 + Penalty 2889.428180 = -766533.481989
  nChanged 497
		SP:Iteration 3F (31099.040000 sec): 3 clusters
  Score: Raw -769786.595169 + Penalty 2889.428180 = -766897.166990
  nChanged 522
		SP:Iteration 4F (31099.260000 sec): 3 clusters
  Score: Raw -770178.482436 + Penalty 2889.428180 = -767289.054256
  nChanged 463
		SP:Iteration 5F (31099.450000 sec): 3 clusters
  Score: Raw -770538.508458 + Penalty 2889.428180 = -767649.080278
  nChanged 402
		SP:Iteration 6F (31099.650000 sec): 3 clusters
  Score: Raw -770846.938824 + Penalty 2889.428180 = -767957.510644
  nChanged 302
		SP:Iteration 7Q (31099.870000 sec): 3 clusters
  Score: Raw -771049.730805 + Penalty 2889.428180 = -768160.302625
  nChanged 208
		SP:Iteration 8Q (31100.090000 sec): 3 clusters
  Score: Raw -771171.198305 + Penalty 2889.428180 = -768281.770125
  nChanged 147
		SP:Iteration 9Q (31100.290000 sec): 3 clusters
  Score: Raw -771252.318843 + Penalty 2889.428180 = -768362.890663
  nChanged 104
		SP:Iteration 10Q (31100.490000 sec): 3 clusters
  Score: Raw -771307.182172 + Penalty 2889.428180 = -768417.753992
  nChanged 73
		SP:Iteration 11Q (31100.680000 sec): 3 clusters
  Score: Raw -771343.888851 + Penalty 2889.428180 = -768454.460671
  nChanged 58
		SP:Iteration 12Q (31100.880000 sec): 3 clusters
  Score: Raw -771369.215585 + Penalty 2889.428180 = -768479.787405
  nChanged 40
		SP:Iteration 13Q (31101.070000 sec): 3 clusters
  Score: Raw -771386.813283 + Penalty 2889.428180 = -768497.385103
  nChanged 31
		SP:Iteration 14Q (31101.250000 sec): 3 clusters
  Score: Raw -771401.852495 + Penalty 2889.428180 = -768512.424315
  nChanged 23
		SP:Iteration 15Q (31101.440000 sec): 3 clusters
  Score: Raw -771412.145589 + Penalty 2889.428180 = -768522.717409
  nChanged 23
		SP:Iteration 16Q (31101.680000 sec): 3 clusters
  Score: Raw -771422.292661 + Penalty 2889.428180 = -768532.864481
  nChanged 19
		SP:Iteration 17Q (31101.900000 sec): 3 clusters
  Score: Raw -771430.540420 + Penalty 2889.428180 = -768541.112240
  nChanged 16
		SP:Iteration 18Q (31102.100000 sec): 3 clusters
  Score: Raw -771436.075674 + Penalty 2889.428180 = -768546.647495
  nChanged 9
		SP:Iteration 19Q (31102.310000 sec): 3 clusters
  Score: Raw -771439.247867 + Penalty 2889.428180 = -768549.819687
  nChanged 8
		SP:Iteration 20F (31102.530000 sec): 3 clusters
  Score: Raw -771441.733842 + Penalty 2889.428180 = -768552.305662
  nChanged 10
		SP:Iteration 21Q (31102.710000 sec): 3 clusters
  Score: Raw -771445.656608 + Penalty 2889.428180 = -768556.228428
  nChanged 14
		SP:Iteration 22Q (31102.890000 sec): 3 clusters
  Score: Raw -771451.522537 + Penalty 2889.428180 = -768562.094357
  nChanged 12
		SP:Iteration 23Q (31103.110000 sec): 3 clusters
  Score: Raw -771457.152806 + Penalty 2889.428180 = -768567.724626
  nChanged 9
		SP:Iteration 24Q (31103.290000 sec): 3 clusters
  Score: Raw -771461.134849 + Penalty 2889.428180 = -768571.706669
  nChanged 6
		SP:Iteration 25Q (31103.580000 sec): 3 clusters
  Score: Raw -771463.674188 + Penalty 2889.428180 = -768574.246008
  nChanged 8
		SP:Iteration 26Q (31103.780000 sec): 3 clusters
  Score: Raw -771466.769037 + Penalty 2889.428180 = -768577.340857
  nChanged 7
		SP:Iteration 27Q (31104.020000 sec): 3 clusters
  Score: Raw -771469.460801 + Penalty 2889.428180 = -768580.032621
  nChanged 8
		SP:Iteration 28Q (31104.230000 sec): 3 clusters
  Score: Raw -771474.303620 + Penalty 2889.428180 = -768584.875441
  nChanged 13
		SP:Iteration 29Q (31104.450000 sec): 3 clusters
  Score: Raw -771482.335395 + Penalty 2889.428180 = -768592.907216
  nChanged 18
		SP:Iteration 30Q (31104.640000 sec): 3 clusters
  Score: Raw -771489.262851 + Penalty 2889.428180 = -768599.834671
  nChanged 12
		SP:Iteration 31Q (31104.870000 sec): 3 clusters
  Score: Raw -771495.606534 + Penalty 2889.428180 = -768606.178354
  nChanged 12
		SP:Iteration 32Q (31105.140000 sec): 3 clusters
  Score: Raw -771499.819854 + Penalty 2889.428180 = -768610.391674
  nChanged 8
		SP:Iteration 33Q (31105.350000 sec): 3 clusters
  Score: Raw -771503.447235 + Penalty 2889.428180 = -768614.019055
  nChanged 5
		SP:Iteration 34Q (31105.570000 sec): 3 clusters
  Score: Raw -771506.471958 + Penalty 2889.428180 = -768617.043778
  nChanged 6
		SP:Iteration 35Q (31105.810000 sec): 3 clusters
  Score: Raw -771509.269403 + Penalty 2889.428180 = -768619.841223
  nChanged 8
		SP:Iteration 36Q (31106.050000 sec): 3 clusters
  Score: Raw -771513.075959 + Penalty 2889.428180 = -768623.647779
  nChanged 10
		SP:Iteration 37Q (31106.300000 sec): 3 clusters
  Score: Raw -771517.370536 + Penalty 2889.428180 = -768627.942357
  nChanged 4
		SP:Iteration 38Q (31106.490000 sec): 3 clusters
  Score: Raw -771519.455164 + Penalty 2889.428180 = -768630.026984
  nChanged 2
		SP:Iteration 39Q (31106.750000 sec): 3 clusters
  Score: Raw -771520.555300 + Penalty 2889.428180 = -768631.127121
  nChanged 2
		SP:Iteration 40F (31106.990000 sec): 3 clusters
  Score: Raw -771521.468208 + Penalty 2889.428180 = -768632.040028
  nChanged 1
		SP:Iteration 41Q (31107.200000 sec): 3 clusters
  Score: Raw -771521.872521 + Penalty 2889.428180 = -768632.444341
  nChanged 1
		SP:Iteration 42Q (31107.400000 sec): 3 clusters
  Score: Raw -771522.210910 + Penalty 2889.428180 = -768632.782730
  nChanged 2
		SP:Iteration 43Q (31107.640000 sec): 3 clusters
  Score: Raw -771522.871059 + Penalty 2889.428180 = -768633.442879
  nChanged 1
		SP:Iteration 44Q (31107.900000 sec): 3 clusters
  Score: Raw -771523.238910 + Penalty 2889.428180 = -768633.810730
  nChanged 2
		SP:Iteration 45Q (31108.120000 sec): 3 clusters
  Score: Raw -771524.345538 + Penalty 2889.428180 = -768634.917358
  nChanged 2
		SP:Iteration 46Q (31108.290000 sec): 3 clusters
  Score: Raw -771525.391013 + Penalty 2889.428180 = -768635.962834
  nChanged 3
		SP:Iteration 47Q (31108.480000 sec): 3 clusters
  Score: Raw -771526.398294 + Penalty 2889.428180 = -768636.970114
  nChanged 6
		SP:Iteration 48Q (31108.720000 sec): 3 clusters
  Score: Raw -771529.252180 + Penalty 2889.428180 = -768639.824000
  nChanged 9
		SP:Iteration 49Q (31108.900000 sec): 3 clusters
  Score: Raw -771532.265164 + Penalty 2889.428180 = -768642.836984
  nChanged 6
		SP:Iteration 50Q (31109.110000 sec): 3 clusters
  Score: Raw -771534.431397 + Penalty 2889.428180 = -768645.003217
  nChanged 8
		SP:Iteration 51Q (31109.330000 sec): 3 clusters
  Score: Raw -771538.750720 + Penalty 2889.428180 = -768649.322541
  nChanged 8
		SP:Iteration 52Q (31109.570000 sec): 3 clusters
  Score: Raw -771542.377592 + Penalty 2889.428180 = -768652.949412
  nChanged 9
		SP:Iteration 53Q (31109.810000 sec): 3 clusters
  Score: Raw -771546.149829 + Penalty 2889.428180 = -768656.721649
  nChanged 6
		SP:Iteration 54Q (31109.970000 sec): 3 clusters
  Score: Raw -771548.138784 + Penalty 2889.428180 = -768658.710604
  nChanged 1
		SP:Iteration 55Q (31110.180000 sec): 3 clusters
  Score: Raw -771548.501521 + Penalty 2889.428180 = -768659.073341
  nChanged 0
		SP:Iteration 56F (31110.390000 sec): 3 clusters
  Score: Raw -771548.501521 + Penalty 2889.428180 = -768659.073341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31110.500000 sec): 2 clusters
  Score: Raw -227234.954833 + Penalty 1255.939071 = -225979.015762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31110.710000 sec): 3 clusters
  Score: Raw -226212.461367 + Penalty 2511.878143 = -223700.583225
  nChanged 820
		SP:Iteration 1F (31110.900000 sec): 3 clusters
  Score: Raw -226758.755129 + Penalty 2511.878143 = -224246.876986
  nChanged 197
		SP:Iteration 2F (31111.050000 sec): 3 clusters
  Score: Raw -226998.079227 + Penalty 2511.878143 = -224486.201085
  nChanged 178
		SP:Iteration 3F (31111.230000 sec): 3 clusters
  Score: Raw -227247.605344 + Penalty 2511.878143 = -224735.727201
  nChanged 179
		SP:Iteration 4F (31111.440000 sec): 3 clusters
  Score: Raw -227424.180160 + Penalty 2511.878143 = -224912.302017
  nChanged 110
		SP:Iteration 5Q (31111.620000 sec): 3 clusters
  Score: Raw -227526.133523 + Penalty 2511.878143 = -225014.255380
  nChanged 85
		SP:Iteration 6Q (31111.770000 sec): 3 clusters
  Score: Raw -227592.752457 + Penalty 2511.878143 = -225080.874314
  nChanged 55
		SP:Iteration 7Q (31111.960000 sec): 3 clusters
  Score: Raw -227638.406440 + Penalty 2511.878143 = -225126.528297
  nChanged 34
		SP:Iteration 8Q (31112.100000 sec): 3 clusters
  Score: Raw -227663.717817 + Penalty 2511.878143 = -225151.839674
  nChanged 28
		SP:Iteration 9Q (31112.310000 sec): 3 clusters
  Score: Raw -227681.407673 + Penalty 2511.878143 = -225169.529530
  nChanged 17
		SP:Iteration 10Q (31112.510000 sec): 3 clusters
  Score: Raw -227691.615219 + Penalty 2511.878143 = -225179.737076
  nChanged 14
		SP:Iteration 11Q (31112.700000 sec): 3 clusters
  Score: Raw -227698.739767 + Penalty 2511.878143 = -225186.861624
  nChanged 12
		SP:Iteration 12Q (31112.880000 sec): 3 clusters
  Score: Raw -227705.754390 + Penalty 2511.878143 = -225193.876247
  nChanged 9
		SP:Iteration 13Q (31113.060000 sec): 3 clusters
  Score: Raw -227710.322529 + Penalty 2511.878143 = -225198.444386
  nChanged 8
		SP:Iteration 14Q (31113.190000 sec): 3 clusters
  Score: Raw -227714.622094 + Penalty 2511.878143 = -225202.743951
  nChanged 9
		SP:Iteration 15Q (31113.400000 sec): 3 clusters
  Score: Raw -227719.496322 + Penalty 2511.878143 = -225207.618180
  nChanged 11
		SP:Iteration 16Q (31113.570000 sec): 3 clusters
  Score: Raw -227723.932305 + Penalty 2511.878143 = -225212.054162
  nChanged 8
		SP:Iteration 17Q (31113.710000 sec): 3 clusters
  Score: Raw -227727.710437 + Penalty 2511.878143 = -225215.832295
  nChanged 6
		SP:Iteration 18Q (31113.890000 sec): 3 clusters
  Score: Raw -227730.228693 + Penalty 2511.878143 = -225218.350550
  nChanged 5
		SP:Iteration 19Q (31114.050000 sec): 3 clusters
  Score: Raw -227732.602398 + Penalty 2511.878143 = -225220.724256
  nChanged 4
		SP:Iteration 20F (31114.260000 sec): 3 clusters
  Score: Raw -227734.047366 + Penalty 2511.878143 = -225222.169224
  nChanged 6
		SP:Iteration 21Q (31114.410000 sec): 3 clusters
  Score: Raw -227736.708271 + Penalty 2511.878143 = -225224.830128
  nChanged 8
		SP:Iteration 22Q (31114.640000 sec): 3 clusters
  Score: Raw -227740.638782 + Penalty 2511.878143 = -225228.760640
  nChanged 5
		SP:Iteration 23Q (31114.790000 sec): 3 clusters
  Score: Raw -227742.896301 + Penalty 2511.878143 = -225231.018159
  nChanged 6
		SP:Iteration 24Q (31114.960000 sec): 3 clusters
  Score: Raw -227746.191442 + Penalty 2511.878143 = -225234.313299
  nChanged 5
		SP:Iteration 25Q (31115.150000 sec): 3 clusters
  Score: Raw -227747.665959 + Penalty 2511.878143 = -225235.787816
  nChanged 3
		SP:Iteration 26Q (31115.300000 sec): 3 clusters
  Score: Raw -227748.693169 + Penalty 2511.878143 = -225236.815027
  nChanged 3
		SP:Iteration 27Q (31115.510000 sec): 3 clusters
  Score: Raw -227749.650787 + Penalty 2511.878143 = -225237.772644
  nChanged 4
		SP:Iteration 28Q (31115.670000 sec): 3 clusters
  Score: Raw -227751.459879 + Penalty 2511.878143 = -225239.581737
  nChanged 3
		SP:Iteration 29Q (31115.880000 sec): 3 clusters
  Score: Raw -227752.243393 + Penalty 2511.878143 = -225240.365250
  nChanged 2
		SP:Iteration 30Q (31116.070000 sec): 3 clusters
  Score: Raw -227753.295245 + Penalty 2511.878143 = -225241.417102
  nChanged 1
		SP:Iteration 31Q (31116.230000 sec): 3 clusters
  Score: Raw -227753.782875 + Penalty 2511.878143 = -225241.904732
  nChanged 4
		SP:Iteration 32Q (31116.420000 sec): 3 clusters
  Score: Raw -227755.672752 + Penalty 2511.878143 = -225243.794609
  nChanged 1
		SP:Iteration 33Q (31116.590000 sec): 3 clusters
  Score: Raw -227756.069961 + Penalty 2511.878143 = -225244.191819
  nChanged 1
		SP:Iteration 34Q (31116.790000 sec): 3 clusters
  Score: Raw -227756.545057 + Penalty 2511.878143 = -225244.666914
  nChanged 2
		SP:Iteration 35Q (31116.990000 sec): 3 clusters
  Score: Raw -227757.413212 + Penalty 2511.878143 = -225245.535069
  nChanged 2
		SP:Iteration 36Q (31117.170000 sec): 3 clusters
  Score: Raw -227758.286854 + Penalty 2511.878143 = -225246.408711
  nChanged 1
		SP:Iteration 37Q (31117.340000 sec): 3 clusters
  Score: Raw -227758.636245 + Penalty 2511.878143 = -225246.758103
  nChanged 0
		SP:Iteration 38F (31117.560000 sec): 3 clusters
  Score: Raw -227758.636245 + Penalty 2511.878143 = -225246.758103
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31117.640000 sec): 2 clusters
  Score: Raw -537783.942510 + Penalty 1396.670389 = -536387.272121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31117.860000 sec): 3 clusters
  Score: Raw -534930.045081 + Penalty 2793.340777 = -532136.704303
  nChanged 2199
		SP:Iteration 1F (31118.050000 sec): 3 clusters
  Score: Raw -536105.738616 + Penalty 2793.340777 = -533312.397839
  nChanged 352
		SP:Iteration 2F (31118.270000 sec): 3 clusters
  Score: Raw -536306.231492 + Penalty 2793.340777 = -533512.890715
  nChanged 335
		SP:Iteration 3F (31118.450000 sec): 3 clusters
  Score: Raw -536535.464719 + Penalty 2793.340777 = -533742.123942
  nChanged 333
		SP:Iteration 4F (31118.660000 sec): 3 clusters
  Score: Raw -536799.160988 + Penalty 2793.340777 = -534005.820211
  nChanged 287
		SP:Iteration 5F (31118.890000 sec): 3 clusters
  Score: Raw -537048.188130 + Penalty 2793.340777 = -534254.847352
  nChanged 282
		SP:Iteration 6F (31119.070000 sec): 3 clusters
  Score: Raw -537286.180155 + Penalty 2793.340777 = -534492.839378
  nChanged 251
		SP:Iteration 7Q (31119.280000 sec): 3 clusters
  Score: Raw -537474.123829 + Penalty 2793.340777 = -534680.783052
  nChanged 223
		SP:Iteration 8Q (31119.490000 sec): 3 clusters
  Score: Raw -537639.710017 + Penalty 2793.340777 = -534846.369240
  nChanged 211
		SP:Iteration 9Q (31119.680000 sec): 3 clusters
  Score: Raw -537816.909829 + Penalty 2793.340777 = -535023.569052
  nChanged 208
		SP:Iteration 10Q (31119.890000 sec): 3 clusters
  Score: Raw -538039.034887 + Penalty 2793.340777 = -535245.694109
  nChanged 199
		SP:Iteration 11Q (31120.040000 sec): 3 clusters
  Score: Raw -538195.637007 + Penalty 2793.340777 = -535402.296230
  nChanged 157
		SP:Iteration 12Q (31120.220000 sec): 3 clusters
  Score: Raw -538302.359919 + Penalty 2793.340777 = -535509.019142
  nChanged 142
		SP:Iteration 13Q (31120.450000 sec): 3 clusters
  Score: Raw -538412.595772 + Penalty 2793.340777 = -535619.254995
  nChanged 138
		SP:Iteration 14Q (31120.620000 sec): 3 clusters
  Score: Raw -538511.148615 + Penalty 2793.340777 = -535717.807838
  nChanged 110
		SP:Iteration 15Q (31120.820000 sec): 3 clusters
  Score: Raw -538584.239117 + Penalty 2793.340777 = -535790.898340
  nChanged 91
		SP:Iteration 16Q (31120.990000 sec): 3 clusters
  Score: Raw -538636.365396 + Penalty 2793.340777 = -535843.024619
  nChanged 69
		SP:Iteration 17Q (31121.190000 sec): 3 clusters
  Score: Raw -538685.664820 + Penalty 2793.340777 = -535892.324043
  nChanged 68
		SP:Iteration 18Q (31121.410000 sec): 3 clusters
  Score: Raw -538731.377220 + Penalty 2793.340777 = -535938.036442
  nChanged 61
		SP:Iteration 19Q (31121.570000 sec): 3 clusters
  Score: Raw -538764.919109 + Penalty 2793.340777 = -535971.578332
  nChanged 59
		SP:Iteration 20F (31121.740000 sec): 3 clusters
  Score: Raw -538799.084608 + Penalty 2793.340777 = -536005.743831
  nChanged 48
		SP:Iteration 21Q (31121.940000 sec): 3 clusters
  Score: Raw -538821.856483 + Penalty 2793.340777 = -536028.515706
  nChanged 47
		SP:Iteration 22Q (31122.110000 sec): 3 clusters
  Score: Raw -538842.853850 + Penalty 2793.340777 = -536049.513073
  nChanged 31
		SP:Iteration 23Q (31122.280000 sec): 3 clusters
  Score: Raw -538856.017475 + Penalty 2793.340777 = -536062.676697
  nChanged 28
		SP:Iteration 24Q (31122.490000 sec): 3 clusters
  Score: Raw -538868.788227 + Penalty 2793.340777 = -536075.447450
  nChanged 22
		SP:Iteration 25Q (31122.710000 sec): 3 clusters
  Score: Raw -538875.926203 + Penalty 2793.340777 = -536082.585426
  nChanged 20
		SP:Iteration 26Q (31122.850000 sec): 3 clusters
  Score: Raw -538884.167607 + Penalty 2793.340777 = -536090.826829
  nChanged 20
		SP:Iteration 27Q (31123.070000 sec): 3 clusters
  Score: Raw -538889.720244 + Penalty 2793.340777 = -536096.379467
  nChanged 14
		SP:Iteration 28Q (31123.250000 sec): 3 clusters
  Score: Raw -538893.196676 + Penalty 2793.340777 = -536099.855899
  nChanged 12
		SP:Iteration 29Q (31123.400000 sec): 3 clusters
  Score: Raw -538896.706611 + Penalty 2793.340777 = -536103.365834
  nChanged 7
		SP:Iteration 30Q (31123.550000 sec): 3 clusters
  Score: Raw -538898.312403 + Penalty 2793.340777 = -536104.971626
  nChanged 6
		SP:Iteration 31Q (31123.730000 sec): 3 clusters
  Score: Raw -538899.885019 + Penalty 2793.340777 = -536106.544242
  nChanged 9
		SP:Iteration 32Q (31123.910000 sec): 3 clusters
  Score: Raw -538903.648288 + Penalty 2793.340777 = -536110.307510
  nChanged 10
		SP:Iteration 33Q (31124.070000 sec): 3 clusters
  Score: Raw -538906.017453 + Penalty 2793.340777 = -536112.676676
  nChanged 5
		SP:Iteration 34Q (31124.280000 sec): 3 clusters
  Score: Raw -538906.943789 + Penalty 2793.340777 = -536113.603012
  nChanged 4
		SP:Iteration 35Q (31124.440000 sec): 3 clusters
  Score: Raw -538907.421200 + Penalty 2793.340777 = -536114.080423
  nChanged 2
		SP:Iteration 36Q (31124.670000 sec): 3 clusters
  Score: Raw -538907.722309 + Penalty 2793.340777 = -536114.381531
  nChanged 4
		SP:Iteration 37Q (31124.860000 sec): 3 clusters
  Score: Raw -538908.481603 + Penalty 2793.340777 = -536115.140826
  nChanged 4
		SP:Iteration 38Q (31125.070000 sec): 3 clusters
  Score: Raw -538909.286743 + Penalty 2793.340777 = -536115.945966
  nChanged 2
		SP:Iteration 39Q (31125.220000 sec): 3 clusters
  Score: Raw -538909.669899 + Penalty 2793.340777 = -536116.329122
  nChanged 5
		SP:Iteration 40F (31125.410000 sec): 3 clusters
  Score: Raw -538911.364476 + Penalty 2793.340777 = -536118.023698
  nChanged 5
		SP:Iteration 41Q (31125.630000 sec): 3 clusters
  Score: Raw -538913.372766 + Penalty 2793.340777 = -536120.031989
  nChanged 3
		SP:Iteration 42Q (31125.820000 sec): 3 clusters
  Score: Raw -538914.106466 + Penalty 2793.340777 = -536120.765689
  nChanged 3
		SP:Iteration 43Q (31126.030000 sec): 3 clusters
  Score: Raw -538914.894294 + Penalty 2793.340777 = -536121.553517
  nChanged 3
		SP:Iteration 44Q (31126.230000 sec): 3 clusters
  Score: Raw -538915.993313 + Penalty 2793.340777 = -536122.652536
  nChanged 6
		SP:Iteration 45Q (31126.440000 sec): 3 clusters
  Score: Raw -538917.881807 + Penalty 2793.340777 = -536124.541030
  nChanged 4
		SP:Iteration 46Q (31126.620000 sec): 3 clusters
  Score: Raw -538919.714216 + Penalty 2793.340777 = -536126.373439
  nChanged 7
		SP:Iteration 47Q (31126.820000 sec): 3 clusters
  Score: Raw -538921.242376 + Penalty 2793.340777 = -536127.901599
  nChanged 5
		SP:Iteration 48Q (31126.970000 sec): 3 clusters
  Score: Raw -538922.260280 + Penalty 2793.340777 = -536128.919503
  nChanged 6
		SP:Iteration 49Q (31127.150000 sec): 3 clusters
  Score: Raw -538923.078952 + Penalty 2793.340777 = -536129.738175
  nChanged 7
		SP:Iteration 50Q (31127.320000 sec): 3 clusters
  Score: Raw -538924.322405 + Penalty 2793.340777 = -536130.981628
  nChanged 3
		SP:Iteration 51Q (31127.530000 sec): 3 clusters
  Score: Raw -538925.309901 + Penalty 2793.340777 = -536131.969124
  nChanged 8
		SP:Iteration 52Q (31127.750000 sec): 3 clusters
  Score: Raw -538928.714319 + Penalty 2793.340777 = -536135.373542
  nChanged 6
		SP:Iteration 53Q (31127.970000 sec): 3 clusters
  Score: Raw -538930.353253 + Penalty 2793.340777 = -536137.012476
  nChanged 4
		SP:Iteration 54Q (31128.140000 sec): 3 clusters
  Score: Raw -538931.198813 + Penalty 2793.340777 = -536137.858036
  nChanged 3
		SP:Iteration 55Q (31128.370000 sec): 3 clusters
  Score: Raw -538931.830090 + Penalty 2793.340777 = -536138.489313
  nChanged 4
		SP:Iteration 56Q (31128.570000 sec): 3 clusters
  Score: Raw -538932.900125 + Penalty 2793.340777 = -536139.559347
  nChanged 4
		SP:Iteration 57Q (31128.720000 sec): 3 clusters
  Score: Raw -538933.455330 + Penalty 2793.340777 = -536140.114552
  nChanged 3
		SP:Iteration 58Q (31128.920000 sec): 3 clusters
  Score: Raw -538934.496160 + Penalty 2793.340777 = -536141.155383
  nChanged 6
		SP:Iteration 59Q (31129.100000 sec): 3 clusters
  Score: Raw -538935.524065 + Penalty 2793.340777 = -536142.183288
  nChanged 2
		SP:Iteration 60F (31129.270000 sec): 3 clusters
  Score: Raw -538935.998793 + Penalty 2793.340777 = -536142.658016
  nChanged 3
		SP:Iteration 61Q (31129.450000 sec): 3 clusters
  Score: Raw -538936.797725 + Penalty 2793.340777 = -536143.456948
  nChanged 5
		SP:Iteration 62Q (31129.660000 sec): 3 clusters
  Score: Raw -538938.177666 + Penalty 2793.340777 = -536144.836889
  nChanged 7
		SP:Iteration 63Q (31129.850000 sec): 3 clusters
  Score: Raw -538939.751627 + Penalty 2793.340777 = -536146.410850
  nChanged 1
		SP:Iteration 64Q (31130.050000 sec): 3 clusters
  Score: Raw -538939.848376 + Penalty 2793.340777 = -536146.507599
  nChanged 2
		SP:Iteration 65Q (31130.210000 sec): 3 clusters
  Score: Raw -538940.448700 + Penalty 2793.340777 = -536147.107923
  nChanged 0
		SP:Iteration 66F (31130.380000 sec): 3 clusters
  Score: Raw -538940.448700 + Penalty 2793.340777 = -536147.107923
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31130.450000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31130.610000 sec): 3 clusters
  Score: Raw -53407.097088 + Penalty 2036.840178 = -51370.256910
  nChanged 124
		SP:Iteration 1F (31130.790000 sec): 3 clusters
  Score: Raw -53579.217686 + Penalty 2036.840178 = -51542.377508
  nChanged 36
		SP:Iteration 2F (31130.980000 sec): 3 clusters
  Score: Raw -53638.710359 + Penalty 2036.840178 = -51601.870180
  nChanged 21
		SP:Iteration 3Q (31131.140000 sec): 3 clusters
  Score: Raw -53679.414270 + Penalty 2036.840178 = -51642.574092
  nChanged 21
		SP:Iteration 4Q (31131.310000 sec): 3 clusters
  Score: Raw -53716.906467 + Penalty 2036.840178 = -51680.066289
  nChanged 11
		SP:Iteration 5Q (31131.520000 sec): 3 clusters
  Score: Raw -53755.980335 + Penalty 2036.840178 = -51719.140157
  nChanged 23
		SP:Iteration 6Q (31131.670000 sec): 3 clusters
  Score: Raw -53805.364426 + Penalty 2036.840178 = -51768.524248
  nChanged 13
		SP:Iteration 7Q (31131.850000 sec): 3 clusters
  Score: Raw -53824.907263 + Penalty 2036.840178 = -51788.067084
  nChanged 11
		SP:Iteration 8Q (31132.030000 sec): 3 clusters
  Score: Raw -53839.989312 + Penalty 2036.840178 = -51803.149134
  nChanged 9
		SP:Iteration 9Q (31132.240000 sec): 3 clusters
  Score: Raw -53860.220913 + Penalty 2036.840178 = -51823.380735
  nChanged 11
		SP:Iteration 10Q (31132.450000 sec): 3 clusters
  Score: Raw -53898.128718 + Penalty 2036.840178 = -51861.288540
  nChanged 14
		SP:Iteration 11Q (31132.600000 sec): 3 clusters
  Score: Raw -53937.553779 + Penalty 2036.840178 = -51900.713601
  nChanged 15
		SP:Iteration 12Q (31132.770000 sec): 3 clusters
  Score: Raw -54004.562768 + Penalty 2036.840178 = -51967.722589
  nChanged 10
		SP:Iteration 13Q (31132.960000 sec): 3 clusters
  Score: Raw -54022.926168 + Penalty 2036.840178 = -51986.085990
  nChanged 9
		SP:Iteration 14Q (31133.110000 sec): 3 clusters
  Score: Raw -54038.688952 + Penalty 2036.840178 = -52001.848774
  nChanged 6
		SP:Iteration 15Q (31133.290000 sec): 3 clusters
  Score: Raw -54048.871528 + Penalty 2036.840178 = -52012.031350
  nChanged 3
		SP:Iteration 16Q (31133.480000 sec): 3 clusters
  Score: Raw -54054.090761 + Penalty 2036.840178 = -52017.250582
  nChanged 0
		SP:Iteration 17F (31133.650000 sec): 3 clusters
  Score: Raw -54055.057450 + Penalty 2036.840178 = -52018.217271
  nChanged 1
		SP:Iteration 18Q (31133.860000 sec): 3 clusters
  Score: Raw -54057.472380 + Penalty 2036.840178 = -52020.632202
  nChanged 1
		SP:Iteration 19Q (31134.010000 sec): 3 clusters
  Score: Raw -54058.202999 + Penalty 2036.840178 = -52021.362821
  nChanged 1
		SP:Iteration 20F (31134.190000 sec): 3 clusters
  Score: Raw -54059.340636 + Penalty 2036.840178 = -52022.500458
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31134.330000 sec): 2 clusters
  Score: Raw -316318.822656 + Penalty 1295.525728 = -315023.296929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31134.530000 sec): 3 clusters
  Score: Raw -314959.901836 + Penalty 2591.051455 = -312368.850381
  nChanged 1082
		SP:Iteration 1F (31134.720000 sec): 3 clusters
  Score: Raw -315693.058679 + Penalty 2591.051455 = -313102.007224
  nChanged 260
		SP:Iteration 2F (31134.900000 sec): 3 clusters
  Score: Raw -315945.202054 + Penalty 2591.051455 = -313354.150599
  nChanged 200
		SP:Iteration 3F (31135.080000 sec): 3 clusters
  Score: Raw -316130.358214 + Penalty 2591.051455 = -313539.306759
  nChanged 160
		SP:Iteration 4F (31135.310000 sec): 3 clusters
  Score: Raw -316273.072938 + Penalty 2591.051455 = -313682.021483
  nChanged 158
		SP:Iteration 5F (31135.510000 sec): 3 clusters
  Score: Raw -316410.854415 + Penalty 2591.051455 = -313819.802960
  nChanged 137
		SP:Iteration 6Q (31135.670000 sec): 3 clusters
  Score: Raw -316521.014081 + Penalty 2591.051455 = -313929.962626
  nChanged 96
		SP:Iteration 7Q (31135.920000 sec): 3 clusters
  Score: Raw -316592.929215 + Penalty 2591.051455 = -314001.877760
  nChanged 87
		SP:Iteration 8Q (31136.120000 sec): 3 clusters
  Score: Raw -316655.947943 + Penalty 2591.051455 = -314064.896487
  nChanged 64
		SP:Iteration 9Q (31136.330000 sec): 3 clusters
  Score: Raw -316699.510162 + Penalty 2591.051455 = -314108.458707
  nChanged 62
		SP:Iteration 10Q (31136.480000 sec): 3 clusters
  Score: Raw -316744.582601 + Penalty 2591.051455 = -314153.531145
  nChanged 49
		SP:Iteration 11Q (31136.640000 sec): 3 clusters
  Score: Raw -316779.093938 + Penalty 2591.051455 = -314188.042483
  nChanged 41
		SP:Iteration 12Q (31136.850000 sec): 3 clusters
  Score: Raw -316811.037933 + Penalty 2591.051455 = -314219.986478
  nChanged 29
		SP:Iteration 13Q (31137.010000 sec): 3 clusters
  Score: Raw -316835.950680 + Penalty 2591.051455 = -314244.899225
  nChanged 26
		SP:Iteration 14Q (31137.190000 sec): 3 clusters
  Score: Raw -316858.407620 + Penalty 2591.051455 = -314267.356165
  nChanged 17
		SP:Iteration 15Q (31137.390000 sec): 3 clusters
  Score: Raw -316875.750532 + Penalty 2591.051455 = -314284.699077
  nChanged 14
		SP:Iteration 16Q (31137.550000 sec): 3 clusters
  Score: Raw -316885.519891 + Penalty 2591.051455 = -314294.468436
  nChanged 12
		SP:Iteration 17Q (31137.750000 sec): 3 clusters
  Score: Raw -316893.027363 + Penalty 2591.051455 = -314301.975908
  nChanged 6
		SP:Iteration 18Q (31137.960000 sec): 3 clusters
  Score: Raw -316896.759890 + Penalty 2591.051455 = -314305.708435
  nChanged 4
		SP:Iteration 19Q (31138.110000 sec): 3 clusters
  Score: Raw -316899.606517 + Penalty 2591.051455 = -314308.555062
  nChanged 4
		SP:Iteration 20F (31138.290000 sec): 3 clusters
  Score: Raw -316903.043821 + Penalty 2591.051455 = -314311.992366
  nChanged 3
		SP:Iteration 21Q (31138.490000 sec): 3 clusters
  Score: Raw -316906.679226 + Penalty 2591.051455 = -314315.627771
  nChanged 4
		SP:Iteration 22Q (31138.680000 sec): 3 clusters
  Score: Raw -316909.833542 + Penalty 2591.051455 = -314318.782087
  nChanged 1
		SP:Iteration 23Q (31138.870000 sec): 3 clusters
  Score: Raw -316910.344831 + Penalty 2591.051455 = -314319.293375
  nChanged 3
		SP:Iteration 24Q (31139.070000 sec): 3 clusters
  Score: Raw -316913.801195 + Penalty 2591.051455 = -314322.749740
  nChanged 4
		SP:Iteration 25Q (31139.240000 sec): 3 clusters
  Score: Raw -316916.589850 + Penalty 2591.051455 = -314325.538394
  nChanged 5
		SP:Iteration 26Q (31139.400000 sec): 3 clusters
  Score: Raw -316919.842225 + Penalty 2591.051455 = -314328.790770
  nChanged 0
		SP:Iteration 27F (31139.590000 sec): 3 clusters
  Score: Raw -316919.842225 + Penalty 2591.051455 = -314328.790770
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31139.740000 sec): 2 clusters
  Score: Raw -42782.710721 + Penalty 972.798451 = -41809.912270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31139.910000 sec): 3 clusters
  Score: Raw -42743.309510 + Penalty 1945.596902 = -40797.712608
  nChanged 81
		SP:Iteration 1F (31140.100000 sec): 3 clusters
  Score: Raw -42870.562058 + Penalty 1945.596902 = -40924.965156
  nChanged 16
		SP:Iteration 2Q (31140.280000 sec): 3 clusters
  Score: Raw -42902.112359 + Penalty 1945.596902 = -40956.515457
  nChanged 7
		SP:Iteration 3Q (31140.490000 sec): 3 clusters
  Score: Raw -42913.397067 + Penalty 1945.596902 = -40967.800166
  nChanged 1
		SP:Iteration 4Q (31140.640000 sec): 3 clusters
  Score: Raw -42914.713957 + Penalty 1945.596902 = -40969.117055
  nChanged 1
		SP:Iteration 5Q (31140.820000 sec): 3 clusters
  Score: Raw -42916.433859 + Penalty 1945.596902 = -40970.836957
  nChanged 1
		SP:Iteration 6Q (31141.000000 sec): 3 clusters
  Score: Raw -42917.586918 + Penalty 1945.596902 = -40971.990016
  nChanged 0
		SP:Iteration 7F (31141.160000 sec): 3 clusters
  Score: Raw -42917.586918 + Penalty 1945.596902 = -40971.990016
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31141.310000 sec): 2 clusters
  Score: Raw -592697.930622 + Penalty 1412.283993 = -591285.646630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31141.500000 sec): 3 clusters
  Score: Raw -589557.767922 + Penalty 2824.567986 = -586733.199937
  nChanged 2442
		SP:Iteration 1F (31141.800000 sec): 3 clusters
  Score: Raw -590937.861578 + Penalty 2824.567986 = -588113.293593
  nChanged 455
		SP:Iteration 2F (31141.970000 sec): 3 clusters
  Score: Raw -591216.894438 + Penalty 2824.567986 = -588392.326453
  nChanged 349
		SP:Iteration 3F (31142.210000 sec): 3 clusters
  Score: Raw -591433.008935 + Penalty 2824.567986 = -588608.440949
  nChanged 301
		SP:Iteration 4F (31142.390000 sec): 3 clusters
  Score: Raw -591626.981608 + Penalty 2824.567986 = -588802.413622
  nChanged 265
		SP:Iteration 5Q (31142.590000 sec): 3 clusters
  Score: Raw -591787.828475 + Penalty 2824.567986 = -588963.260489
  nChanged 231
		SP:Iteration 6Q (31142.760000 sec): 3 clusters
  Score: Raw -591922.015673 + Penalty 2824.567986 = -589097.447688
  nChanged 221
		SP:Iteration 7Q (31143.000000 sec): 3 clusters
  Score: Raw -592062.782396 + Penalty 2824.567986 = -589238.214410
  nChanged 194
		SP:Iteration 8Q (31143.200000 sec): 3 clusters
  Score: Raw -592177.333481 + Penalty 2824.567986 = -589352.765496
  nChanged 185
		SP:Iteration 9Q (31143.420000 sec): 3 clusters
  Score: Raw -592291.239491 + Penalty 2824.567986 = -589466.671506
  nChanged 145
		SP:Iteration 10Q (31143.620000 sec): 3 clusters
  Score: Raw -592378.750820 + Penalty 2824.567986 = -589554.182834
  nChanged 137
		SP:Iteration 11Q (31143.790000 sec): 3 clusters
  Score: Raw -592461.688554 + Penalty 2824.567986 = -589637.120568
  nChanged 122
		SP:Iteration 12Q (31143.980000 sec): 3 clusters
  Score: Raw -592532.962510 + Penalty 2824.567986 = -589708.394524
  nChanged 102
		SP:Iteration 13Q (31144.190000 sec): 3 clusters
  Score: Raw -592597.164420 + Penalty 2824.567986 = -589772.596435
  nChanged 95
		SP:Iteration 14Q (31144.400000 sec): 3 clusters
  Score: Raw -592651.303723 + Penalty 2824.567986 = -589826.735738
  nChanged 83
		SP:Iteration 15Q (31144.600000 sec): 3 clusters
  Score: Raw -592699.511833 + Penalty 2824.567986 = -589874.943847
  nChanged 56
		SP:Iteration 16Q (31144.800000 sec): 3 clusters
  Score: Raw -592735.793569 + Penalty 2824.567986 = -589911.225583
  nChanged 47
		SP:Iteration 17Q (31145.030000 sec): 3 clusters
  Score: Raw -592760.456210 + Penalty 2824.567986 = -589935.888225
  nChanged 29
		SP:Iteration 18Q (31145.200000 sec): 3 clusters
  Score: Raw -592772.946491 + Penalty 2824.567986 = -589948.378505
  nChanged 20
		SP:Iteration 19Q (31145.380000 sec): 3 clusters
  Score: Raw -592783.258337 + Penalty 2824.567986 = -589958.690351
  nChanged 25
		SP:Iteration 20F (31145.570000 sec): 3 clusters
  Score: Raw -592795.417239 + Penalty 2824.567986 = -589970.849253
  nChanged 19
		SP:Iteration 21Q (31145.760000 sec): 3 clusters
  Score: Raw -592805.807957 + Penalty 2824.567986 = -589981.239972
  nChanged 21
		SP:Iteration 22Q (31145.970000 sec): 3 clusters
  Score: Raw -592816.757185 + Penalty 2824.567986 = -589992.189200
  nChanged 20
		SP:Iteration 23Q (31146.180000 sec): 3 clusters
  Score: Raw -592827.037191 + Penalty 2824.567986 = -590002.469205
  nChanged 17
		SP:Iteration 24Q (31146.380000 sec): 3 clusters
  Score: Raw -592836.822874 + Penalty 2824.567986 = -590012.254888
  nChanged 18
		SP:Iteration 25Q (31146.600000 sec): 3 clusters
  Score: Raw -592846.375520 + Penalty 2824.567986 = -590021.807534
  nChanged 16
		SP:Iteration 26Q (31146.790000 sec): 3 clusters
  Score: Raw -592856.641639 + Penalty 2824.567986 = -590032.073653
  nChanged 14
		SP:Iteration 27Q (31147.010000 sec): 3 clusters
  Score: Raw -592864.755855 + Penalty 2824.567986 = -590040.187869
  nChanged 14
		SP:Iteration 28Q (31147.220000 sec): 3 clusters
  Score: Raw -592873.073397 + Penalty 2824.567986 = -590048.505412
  nChanged 13
		SP:Iteration 29Q (31147.470000 sec): 3 clusters
  Score: Raw -592879.875516 + Penalty 2824.567986 = -590055.307530
  nChanged 13
		SP:Iteration 30Q (31147.650000 sec): 3 clusters
  Score: Raw -592885.878394 + Penalty 2824.567986 = -590061.310409
  nChanged 10
		SP:Iteration 31Q (31147.880000 sec): 3 clusters
  Score: Raw -592892.903394 + Penalty 2824.567986 = -590068.335408
  nChanged 11
		SP:Iteration 32Q (31148.080000 sec): 3 clusters
  Score: Raw -592900.402519 + Penalty 2824.567986 = -590075.834533
  nChanged 7
		SP:Iteration 33Q (31148.260000 sec): 3 clusters
  Score: Raw -592905.466023 + Penalty 2824.567986 = -590080.898038
  nChanged 8
		SP:Iteration 34Q (31148.480000 sec): 3 clusters
  Score: Raw -592911.767121 + Penalty 2824.567986 = -590087.199135
  nChanged 5
		SP:Iteration 35Q (31148.650000 sec): 3 clusters
  Score: Raw -592915.690286 + Penalty 2824.567986 = -590091.122301
  nChanged 5
		SP:Iteration 36Q (31148.900000 sec): 3 clusters
  Score: Raw -592918.929509 + Penalty 2824.567986 = -590094.361523
  nChanged 2
		SP:Iteration 37Q (31149.080000 sec): 3 clusters
  Score: Raw -592919.974766 + Penalty 2824.567986 = -590095.406781
  nChanged 2
		SP:Iteration 38Q (31149.280000 sec): 3 clusters
  Score: Raw -592921.359273 + Penalty 2824.567986 = -590096.791288
  nChanged 1
		SP:Iteration 39Q (31149.440000 sec): 3 clusters
  Score: Raw -592921.699223 + Penalty 2824.567986 = -590097.131237
  nChanged 1
		SP:Iteration 40F (31149.660000 sec): 3 clusters
  Score: Raw -592922.371233 + Penalty 2824.567986 = -590097.803247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31149.760000 sec): 2 clusters
  Score: Raw -385135.009783 + Penalty 1356.444929 = -383778.564853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31149.960000 sec): 3 clusters
  Score: Raw -382978.660594 + Penalty 2712.889859 = -380265.770735
  nChanged 1714
		SP:Iteration 1F (31150.170000 sec): 3 clusters
  Score: Raw -384078.749870 + Penalty 2712.889859 = -381365.860011
  nChanged 394
		SP:Iteration 2F (31150.400000 sec): 3 clusters
  Score: Raw -384391.120308 + Penalty 2712.889859 = -381678.230449
  nChanged 333
		SP:Iteration 3F (31150.610000 sec): 3 clusters
  Score: Raw -384624.242392 + Penalty 2712.889859 = -381911.352533
  nChanged 224
		SP:Iteration 4F (31150.840000 sec): 3 clusters
  Score: Raw -384769.050291 + Penalty 2712.889859 = -382056.160432
  nChanged 176
		SP:Iteration 5Q (31151.030000 sec): 3 clusters
  Score: Raw -384883.682201 + Penalty 2712.889859 = -382170.792342
  nChanged 140
		SP:Iteration 6Q (31151.240000 sec): 3 clusters
  Score: Raw -384955.719871 + Penalty 2712.889859 = -382242.830012
  nChanged 105
		SP:Iteration 7Q (31151.460000 sec): 3 clusters
  Score: Raw -385013.846695 + Penalty 2712.889859 = -382300.956836
  nChanged 95
		SP:Iteration 8Q (31151.680000 sec): 3 clusters
  Score: Raw -385078.060265 + Penalty 2712.889859 = -382365.170406
  nChanged 105
		SP:Iteration 9Q (31151.880000 sec): 3 clusters
  Score: Raw -385151.540371 + Penalty 2712.889859 = -382438.650512
  nChanged 95
		SP:Iteration 10Q (31152.080000 sec): 3 clusters
  Score: Raw -385214.973893 + Penalty 2712.889859 = -382502.084034
  nChanged 103
		SP:Iteration 11Q (31152.270000 sec): 3 clusters
  Score: Raw -385283.444545 + Penalty 2712.889859 = -382570.554687
  nChanged 88
		SP:Iteration 12Q (31152.480000 sec): 3 clusters
  Score: Raw -385329.768446 + Penalty 2712.889859 = -382616.878587
  nChanged 74
		SP:Iteration 13Q (31152.700000 sec): 3 clusters
  Score: Raw -385370.580457 + Penalty 2712.889859 = -382657.690598
  nChanged 78
		SP:Iteration 14Q (31152.900000 sec): 3 clusters
  Score: Raw -385419.429662 + Penalty 2712.889859 = -382706.539803
  nChanged 74
		SP:Iteration 15Q (31153.100000 sec): 3 clusters
  Score: Raw -385461.276516 + Penalty 2712.889859 = -382748.386657
  nChanged 58
		SP:Iteration 16Q (31153.310000 sec): 3 clusters
  Score: Raw -385489.467979 + Penalty 2712.889859 = -382776.578121
  nChanged 45
		SP:Iteration 17Q (31153.500000 sec): 3 clusters
  Score: Raw -385504.310776 + Penalty 2712.889859 = -382791.420917
  nChanged 29
		SP:Iteration 18Q (31153.760000 sec): 3 clusters
  Score: Raw -385515.620300 + Penalty 2712.889859 = -382802.730441
  nChanged 23
		SP:Iteration 19Q (31154.030000 sec): 3 clusters
  Score: Raw -385521.998526 + Penalty 2712.889859 = -382809.108667
  nChanged 12
		SP:Iteration 20F (31154.270000 sec): 3 clusters
  Score: Raw -385524.537056 + Penalty 2712.889859 = -382811.647197
  nChanged 9
		SP:Iteration 21Q (31154.520000 sec): 3 clusters
  Score: Raw -385526.175022 + Penalty 2712.889859 = -382813.285163
  nChanged 6
		SP:Iteration 22Q (31154.750000 sec): 3 clusters
  Score: Raw -385527.243553 + Penalty 2712.889859 = -382814.353694
  nChanged 6
		SP:Iteration 23Q (31155.010000 sec): 3 clusters
  Score: Raw -385528.485185 + Penalty 2712.889859 = -382815.595326
  nChanged 6
		SP:Iteration 24Q (31155.260000 sec): 3 clusters
  Score: Raw -385529.968640 + Penalty 2712.889859 = -382817.078781
  nChanged 5
		SP:Iteration 25Q (31155.490000 sec): 3 clusters
  Score: Raw -385531.254713 + Penalty 2712.889859 = -382818.364854
  nChanged 5
		SP:Iteration 26Q (31155.720000 sec): 3 clusters
  Score: Raw -385532.836138 + Penalty 2712.889859 = -382819.946279
  nChanged 6
		SP:Iteration 27Q (31155.940000 sec): 3 clusters
  Score: Raw -385534.050178 + Penalty 2712.889859 = -382821.160319
  nChanged 6
		SP:Iteration 28Q (31156.170000 sec): 3 clusters
  Score: Raw -385535.139539 + Penalty 2712.889859 = -382822.249680
  nChanged 4
		SP:Iteration 29Q (31156.380000 sec): 3 clusters
  Score: Raw -385536.266736 + Penalty 2712.889859 = -382823.376877
  nChanged 3
		SP:Iteration 30Q (31156.630000 sec): 3 clusters
  Score: Raw -385537.404118 + Penalty 2712.889859 = -382824.514259
  nChanged 7
		SP:Iteration 31Q (31156.900000 sec): 3 clusters
  Score: Raw -385539.347434 + Penalty 2712.889859 = -382826.457575
  nChanged 5
		SP:Iteration 32Q (31157.120000 sec): 3 clusters
  Score: Raw -385540.593531 + Penalty 2712.889859 = -382827.703672
  nChanged 3
		SP:Iteration 33Q (31157.350000 sec): 3 clusters
  Score: Raw -385541.232045 + Penalty 2712.889859 = -382828.342186
  nChanged 6
		SP:Iteration 34Q (31157.620000 sec): 3 clusters
  Score: Raw -385542.521097 + Penalty 2712.889859 = -382829.631238
  nChanged 3
		SP:Iteration 35Q (31157.870000 sec): 3 clusters
  Score: Raw -385543.148200 + Penalty 2712.889859 = -382830.258341
  nChanged 3
		SP:Iteration 36Q (31158.110000 sec): 3 clusters
  Score: Raw -385544.017968 + Penalty 2712.889859 = -382831.128109
  nChanged 4
		SP:Iteration 37Q (31158.340000 sec): 3 clusters
  Score: Raw -385545.138700 + Penalty 2712.889859 = -382832.248841
  nChanged 4
		SP:Iteration 38Q (31158.520000 sec): 3 clusters
  Score: Raw -385545.764493 + Penalty 2712.889859 = -382832.874634
  nChanged 3
		SP:Iteration 39Q (31158.720000 sec): 3 clusters
  Score: Raw -385546.233513 + Penalty 2712.889859 = -382833.343654
  nChanged 2
		SP:Iteration 40F (31158.910000 sec): 3 clusters
  Score: Raw -385546.684794 + Penalty 2712.889859 = -382833.794935
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31159.000000 sec): 2 clusters
  Score: Raw -434218.275725 + Penalty 1355.672773 = -432862.602952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31159.180000 sec): 3 clusters
  Score: Raw -432095.850951 + Penalty 2711.345546 = -429384.505405
  nChanged 1656
		SP:Iteration 1F (31159.390000 sec): 3 clusters
  Score: Raw -433017.420703 + Penalty 2711.345546 = -430306.075156
  nChanged 273
		SP:Iteration 2F (31159.550000 sec): 3 clusters
  Score: Raw -433151.106501 + Penalty 2711.345546 = -430439.760955
  nChanged 192
		SP:Iteration 3Q (31159.770000 sec): 3 clusters
  Score: Raw -433240.570907 + Penalty 2711.345546 = -430529.225360
  nChanged 164
		SP:Iteration 4Q (31159.910000 sec): 3 clusters
  Score: Raw -433323.654876 + Penalty 2711.345546 = -430612.309330
  nChanged 154
		SP:Iteration 5Q (31160.090000 sec): 3 clusters
  Score: Raw -433404.472305 + Penalty 2711.345546 = -430693.126759
  nChanged 151
		SP:Iteration 6Q (31160.280000 sec): 3 clusters
  Score: Raw -433481.233028 + Penalty 2711.345546 = -430769.887482
  nChanged 135
		SP:Iteration 7Q (31160.500000 sec): 3 clusters
  Score: Raw -433545.394815 + Penalty 2711.345546 = -430834.049269
  nChanged 113
		SP:Iteration 8Q (31160.670000 sec): 3 clusters
  Score: Raw -433594.942259 + Penalty 2711.345546 = -430883.596713
  nChanged 93
		SP:Iteration 9Q (31160.850000 sec): 3 clusters
  Score: Raw -433642.110020 + Penalty 2711.345546 = -430930.764474
  nChanged 105
		SP:Iteration 10Q (31161.020000 sec): 3 clusters
  Score: Raw -433692.920862 + Penalty 2711.345546 = -430981.575316
  nChanged 92
		SP:Iteration 11Q (31161.200000 sec): 3 clusters
  Score: Raw -433739.576603 + Penalty 2711.345546 = -431028.231057
  nChanged 82
		SP:Iteration 12Q (31161.380000 sec): 3 clusters
  Score: Raw -433786.252040 + Penalty 2711.345546 = -431074.906493
  nChanged 88
		SP:Iteration 13Q (31161.550000 sec): 3 clusters
  Score: Raw -433828.278700 + Penalty 2711.345546 = -431116.933154
  nChanged 69
		SP:Iteration 14Q (31161.770000 sec): 3 clusters
  Score: Raw -433856.641955 + Penalty 2711.345546 = -431145.296409
  nChanged 68
		SP:Iteration 15Q (31161.990000 sec): 3 clusters
  Score: Raw -433889.727904 + Penalty 2711.345546 = -431178.382358
  nChanged 69
		SP:Iteration 16Q (31162.170000 sec): 3 clusters
  Score: Raw -433923.615975 + Penalty 2711.345546 = -431212.270429
  nChanged 51
		SP:Iteration 17Q (31162.350000 sec): 3 clusters
  Score: Raw -433948.556192 + Penalty 2711.345546 = -431237.210646
  nChanged 45
		SP:Iteration 18Q (31162.560000 sec): 3 clusters
  Score: Raw -433971.034685 + Penalty 2711.345546 = -431259.689139
  nChanged 44
		SP:Iteration 19Q (31162.740000 sec): 3 clusters
  Score: Raw -433995.205503 + Penalty 2711.345546 = -431283.859957
  nChanged 49
		SP:Iteration 20F (31162.970000 sec): 3 clusters
  Score: Raw -434018.817131 + Penalty 2711.345546 = -431307.471585
  nChanged 44
		SP:Iteration 21Q (31163.140000 sec): 3 clusters
  Score: Raw -434044.267931 + Penalty 2711.345546 = -431332.922385
  nChanged 48
		SP:Iteration 22Q (31163.390000 sec): 3 clusters
  Score: Raw -434074.257604 + Penalty 2711.345546 = -431362.912058
  nChanged 48
		SP:Iteration 23Q (31163.550000 sec): 3 clusters
  Score: Raw -434106.081962 + Penalty 2711.345546 = -431394.736416
  nChanged 45
		SP:Iteration 24Q (31163.720000 sec): 3 clusters
  Score: Raw -434140.487744 + Penalty 2711.345546 = -431429.142198
  nChanged 57
		SP:Iteration 25Q (31163.900000 sec): 3 clusters
  Score: Raw -434180.971880 + Penalty 2711.345546 = -431469.626333
  nChanged 51
		SP:Iteration 26Q (31164.090000 sec): 3 clusters
  Score: Raw -434218.383146 + Penalty 2711.345546 = -431507.037600
  nChanged 62
		SP:Iteration 27Q (31164.250000 sec): 3 clusters
  Score: Raw -434266.802535 + Penalty 2711.345546 = -431555.456988
  nChanged 67
		SP:Iteration 28Q (31164.480000 sec): 3 clusters
  Score: Raw -434320.685604 + Penalty 2711.345546 = -431609.340058
  nChanged 61
		SP:Iteration 29Q (31164.630000 sec): 3 clusters
  Score: Raw -434374.883869 + Penalty 2711.345546 = -431663.538323
  nChanged 52
		SP:Iteration 30Q (31164.840000 sec): 3 clusters
  Score: Raw -434425.198160 + Penalty 2711.345546 = -431713.852614
  nChanged 43
		SP:Iteration 31Q (31165.040000 sec): 3 clusters
  Score: Raw -434463.467001 + Penalty 2711.345546 = -431752.121455
  nChanged 39
		SP:Iteration 32Q (31165.220000 sec): 3 clusters
  Score: Raw -434491.649055 + Penalty 2711.345546 = -431780.303509
  nChanged 31
		SP:Iteration 33Q (31165.440000 sec): 3 clusters
  Score: Raw -434512.184247 + Penalty 2711.345546 = -431800.838701
  nChanged 22
		SP:Iteration 34Q (31165.650000 sec): 3 clusters
  Score: Raw -434525.631859 + Penalty 2711.345546 = -431814.286313
  nChanged 21
		SP:Iteration 35Q (31165.870000 sec): 3 clusters
  Score: Raw -434534.305376 + Penalty 2711.345546 = -431822.959830
  nChanged 13
		SP:Iteration 36Q (31166.070000 sec): 3 clusters
  Score: Raw -434542.360474 + Penalty 2711.345546 = -431831.014927
  nChanged 12
		SP:Iteration 37Q (31166.310000 sec): 3 clusters
  Score: Raw -434552.911508 + Penalty 2711.345546 = -431841.565962
  nChanged 14
		SP:Iteration 38Q (31166.560000 sec): 3 clusters
  Score: Raw -434563.496549 + Penalty 2711.345546 = -431852.151002
  nChanged 12
		SP:Iteration 39Q (31166.770000 sec): 3 clusters
  Score: Raw -434571.511134 + Penalty 2711.345546 = -431860.165588
  nChanged 9
		SP:Iteration 40F (31167.000000 sec): 3 clusters
  Score: Raw -434576.179834 + Penalty 2711.345546 = -431864.834288
  nChanged 8
		SP:Iteration 41Q (31167.210000 sec): 3 clusters
  Score: Raw -434580.410420 + Penalty 2711.345546 = -431869.064873
  nChanged 4
		SP:Iteration 42Q (31167.380000 sec): 3 clusters
  Score: Raw -434581.649083 + Penalty 2711.345546 = -431870.303536
  nChanged 2
		SP:Iteration 43Q (31167.580000 sec): 3 clusters
  Score: Raw -434582.588883 + Penalty 2711.345546 = -431871.243337
  nChanged 0
		SP:Iteration 44F (31167.770000 sec): 3 clusters
  Score: Raw -434582.588883 + Penalty 2711.345546 = -431871.243337
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31167.910000 sec): 2 clusters
  Score: Raw -426179.434870 + Penalty 1365.070628 = -424814.364242
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31168.090000 sec): 3 clusters
  Score: Raw -423948.142859 + Penalty 2730.141255 = -421218.001604
  nChanged 1753
		SP:Iteration 1F (31168.250000 sec): 3 clusters
  Score: Raw -425070.586040 + Penalty 2730.141255 = -422340.444785
  nChanged 344
		SP:Iteration 2F (31168.440000 sec): 3 clusters
  Score: Raw -425330.333497 + Penalty 2730.141255 = -422600.192242
  nChanged 257
		SP:Iteration 3F (31168.610000 sec): 3 clusters
  Score: Raw -425489.672786 + Penalty 2730.141255 = -422759.531531
  nChanged 213
		SP:Iteration 4Q (31168.850000 sec): 3 clusters
  Score: Raw -425598.446242 + Penalty 2730.141255 = -422868.304987
  nChanged 180
		SP:Iteration 5Q (31169.020000 sec): 3 clusters
  Score: Raw -425722.779427 + Penalty 2730.141255 = -422992.638172
  nChanged 198
		SP:Iteration 6Q (31169.230000 sec): 3 clusters
  Score: Raw -425857.680566 + Penalty 2730.141255 = -423127.539311
  nChanged 211
		SP:Iteration 7Q (31169.410000 sec): 3 clusters
  Score: Raw -426028.049186 + Penalty 2730.141255 = -423297.907931
  nChanged 229
		SP:Iteration 8F (31169.630000 sec): 3 clusters
  Score: Raw -426215.652034 + Penalty 2730.141255 = -423485.510779
  nChanged 228
		SP:Iteration 9F (31169.820000 sec): 3 clusters
  Score: Raw -426399.419858 + Penalty 2730.141255 = -423669.278603
  nChanged 183
		SP:Iteration 10Q (31169.970000 sec): 3 clusters
  Score: Raw -426555.412422 + Penalty 2730.141255 = -423825.271167
  nChanged 137
		SP:Iteration 11Q (31170.130000 sec): 3 clusters
  Score: Raw -426663.295536 + Penalty 2730.141255 = -423933.154281
  nChanged 106
		SP:Iteration 12Q (31170.330000 sec): 3 clusters
  Score: Raw -426731.916827 + Penalty 2730.141255 = -424001.775572
  nChanged 91
		SP:Iteration 13Q (31170.490000 sec): 3 clusters
  Score: Raw -426792.656842 + Penalty 2730.141255 = -424062.515587
  nChanged 82
		SP:Iteration 14Q (31170.690000 sec): 3 clusters
  Score: Raw -426845.118147 + Penalty 2730.141255 = -424114.976892
  nChanged 59
		SP:Iteration 15Q (31170.900000 sec): 3 clusters
  Score: Raw -426878.235416 + Penalty 2730.141255 = -424148.094161
  nChanged 48
		SP:Iteration 16Q (31171.080000 sec): 3 clusters
  Score: Raw -426908.327213 + Penalty 2730.141255 = -424178.185958
  nChanged 38
		SP:Iteration 17Q (31171.250000 sec): 3 clusters
  Score: Raw -426933.843479 + Penalty 2730.141255 = -424203.702224
  nChanged 36
		SP:Iteration 18Q (31171.470000 sec): 3 clusters
  Score: Raw -426953.378499 + Penalty 2730.141255 = -424223.237244
  nChanged 22
		SP:Iteration 19Q (31171.630000 sec): 3 clusters
  Score: Raw -426968.522712 + Penalty 2730.141255 = -424238.381457
  nChanged 28
		SP:Iteration 20F (31171.830000 sec): 3 clusters
  Score: Raw -426981.357273 + Penalty 2730.141255 = -424251.216018
  nChanged 17
		SP:Iteration 21Q (31172.030000 sec): 3 clusters
  Score: Raw -426990.915459 + Penalty 2730.141255 = -424260.774204
  nChanged 19
		SP:Iteration 22Q (31172.200000 sec): 3 clusters
  Score: Raw -426999.261592 + Penalty 2730.141255 = -424269.120337
  nChanged 21
		SP:Iteration 23Q (31172.390000 sec): 3 clusters
  Score: Raw -427011.720497 + Penalty 2730.141255 = -424281.579242
  nChanged 26
		SP:Iteration 24Q (31172.600000 sec): 3 clusters
  Score: Raw -427025.863743 + Penalty 2730.141255 = -424295.722488
  nChanged 25
		SP:Iteration 25Q (31172.810000 sec): 3 clusters
  Score: Raw -427037.830312 + Penalty 2730.141255 = -424307.689057
  nChanged 22
		SP:Iteration 26Q (31172.960000 sec): 3 clusters
  Score: Raw -427050.210841 + Penalty 2730.141255 = -424320.069586
  nChanged 18
		SP:Iteration 27Q (31173.170000 sec): 3 clusters
  Score: Raw -427057.111333 + Penalty 2730.141255 = -424326.970078
  nChanged 8
		SP:Iteration 28Q (31173.340000 sec): 3 clusters
  Score: Raw -427059.832471 + Penalty 2730.141255 = -424329.691216
  nChanged 6
		SP:Iteration 29Q (31173.570000 sec): 3 clusters
  Score: Raw -427061.880532 + Penalty 2730.141255 = -424331.739277
  nChanged 4
		SP:Iteration 30Q (31173.730000 sec): 3 clusters
  Score: Raw -427063.653822 + Penalty 2730.141255 = -424333.512567
  nChanged 8
		SP:Iteration 31Q (31173.930000 sec): 3 clusters
  Score: Raw -427068.048047 + Penalty 2730.141255 = -424337.906792
  nChanged 7
		SP:Iteration 32Q (31174.130000 sec): 3 clusters
  Score: Raw -427070.453492 + Penalty 2730.141255 = -424340.312237
  nChanged 5
		SP:Iteration 33Q (31174.310000 sec): 3 clusters
  Score: Raw -427071.516139 + Penalty 2730.141255 = -424341.374884
  nChanged 3
		SP:Iteration 34Q (31174.520000 sec): 3 clusters
  Score: Raw -427072.713260 + Penalty 2730.141255 = -424342.572005
  nChanged 2
		SP:Iteration 35Q (31174.690000 sec): 3 clusters
  Score: Raw -427073.227753 + Penalty 2730.141255 = -424343.086498
  nChanged 0
		SP:Iteration 36F (31174.910000 sec): 3 clusters
  Score: Raw -427073.227753 + Penalty 2730.141255 = -424343.086498
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (11086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31175.010000 sec): 2 clusters
  Score: Raw -1118290.814665 + Penalty 1513.433729 = -1116777.380936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31175.280000 sec): 3 clusters
  Score: Raw -1111913.897519 + Penalty 3026.867457 = -1108887.030062
  nChanged 4838
		SP:Iteration 1F (31175.490000 sec): 3 clusters
  Score: Raw -1114503.042936 + Penalty 3026.867457 = -1111476.175479
  nChanged 636
		SP:Iteration 2F (31175.750000 sec): 3 clusters
  Score: Raw -1114747.332244 + Penalty 3026.867457 = -1111720.464787
  nChanged 502
		SP:Iteration 3Q (31175.990000 sec): 3 clusters
  Score: Raw -1114934.791664 + Penalty 3026.867457 = -1111907.924207
  nChanged 445
		SP:Iteration 4Q (31176.200000 sec): 3 clusters
  Score: Raw -1115096.383542 + Penalty 3026.867457 = -1112069.516085
  nChanged 399
		SP:Iteration 5Q (31176.410000 sec): 3 clusters
  Score: Raw -1115227.406879 + Penalty 3026.867457 = -1112200.539422
  nChanged 321
		SP:Iteration 6Q (31176.680000 sec): 3 clusters
  Score: Raw -1115327.169416 + Penalty 3026.867457 = -1112300.301958
  nChanged 307
		SP:Iteration 7Q (31176.900000 sec): 3 clusters
  Score: Raw -1115430.808256 + Penalty 3026.867457 = -1112403.940799
  nChanged 313
		SP:Iteration 8Q (31177.130000 sec): 3 clusters
  Score: Raw -1115535.918369 + Penalty 3026.867457 = -1112509.050912
  nChanged 332
		SP:Iteration 9Q (31177.340000 sec): 3 clusters
  Score: Raw -1115655.879781 + Penalty 3026.867457 = -1112629.012324
  nChanged 348
		SP:Iteration 10Q (31177.610000 sec): 3 clusters
  Score: Raw -1115793.642455 + Penalty 3026.867457 = -1112766.774998
  nChanged 337
		SP:Iteration 11Q (31177.770000 sec): 3 clusters
  Score: Raw -1115956.985469 + Penalty 3026.867457 = -1112930.118012
  nChanged 367
		SP:Iteration 12Q (31178.040000 sec): 3 clusters
  Score: Raw -1116168.249509 + Penalty 3026.867457 = -1113141.382051
  nChanged 426
		SP:Iteration 13Q (31178.190000 sec): 3 clusters
  Score: Raw -1116389.541574 + Penalty 3026.867457 = -1113362.674117
  nChanged 412
		SP:Iteration 14Q (31178.410000 sec): 3 clusters
  Score: Raw -1116605.504763 + Penalty 3026.867457 = -1113578.637306
  nChanged 367
		SP:Iteration 15Q (31178.650000 sec): 3 clusters
  Score: Raw -1116783.604428 + Penalty 3026.867457 = -1113756.736971
  nChanged 322
		SP:Iteration 16Q (31178.830000 sec): 3 clusters
  Score: Raw -1116927.153954 + Penalty 3026.867457 = -1113900.286497
  nChanged 289
		SP:Iteration 17Q (31179.070000 sec): 3 clusters
  Score: Raw -1117030.541216 + Penalty 3026.867457 = -1114003.673759
  nChanged 224
		SP:Iteration 18Q (31179.330000 sec): 3 clusters
  Score: Raw -1117096.924039 + Penalty 3026.867457 = -1114070.056582
  nChanged 160
		SP:Iteration 19Q (31179.590000 sec): 3 clusters
  Score: Raw -1117138.062008 + Penalty 3026.867457 = -1114111.194550
  nChanged 109
		SP:Iteration 20F (31179.820000 sec): 3 clusters
  Score: Raw -1117161.300255 + Penalty 3026.867457 = -1114134.432798
  nChanged 89
		SP:Iteration 21Q (31180.030000 sec): 3 clusters
  Score: Raw -1117177.699028 + Penalty 3026.867457 = -1114150.831571
  nChanged 71
		SP:Iteration 22Q (31180.270000 sec): 3 clusters
  Score: Raw -1117190.523580 + Penalty 3026.867457 = -1114163.656123
  nChanged 64
		SP:Iteration 23Q (31180.480000 sec): 3 clusters
  Score: Raw -1117201.261793 + Penalty 3026.867457 = -1114174.394336
  nChanged 61
		SP:Iteration 24Q (31180.720000 sec): 3 clusters
  Score: Raw -1117208.791118 + Penalty 3026.867457 = -1114181.923660
  nChanged 48
		SP:Iteration 25Q (31180.990000 sec): 3 clusters
  Score: Raw -1117216.337406 + Penalty 3026.867457 = -1114189.469949
  nChanged 39
		SP:Iteration 26Q (31181.210000 sec): 3 clusters
  Score: Raw -1117221.361002 + Penalty 3026.867457 = -1114194.493545
  nChanged 38
		SP:Iteration 27Q (31181.430000 sec): 3 clusters
  Score: Raw -1117226.983072 + Penalty 3026.867457 = -1114200.115615
  nChanged 39
		SP:Iteration 28Q (31181.640000 sec): 3 clusters
  Score: Raw -1117232.647177 + Penalty 3026.867457 = -1114205.779719
  nChanged 40
		SP:Iteration 29Q (31181.880000 sec): 3 clusters
  Score: Raw -1117239.498978 + Penalty 3026.867457 = -1114212.631521
  nChanged 42
		SP:Iteration 30Q (31182.140000 sec): 3 clusters
  Score: Raw -1117248.802777 + Penalty 3026.867457 = -1114221.935320
  nChanged 51
		SP:Iteration 31Q (31182.310000 sec): 3 clusters
  Score: Raw -1117258.331134 + Penalty 3026.867457 = -1114231.463677
  nChanged 46
		SP:Iteration 32Q (31182.490000 sec): 3 clusters
  Score: Raw -1117266.626788 + Penalty 3026.867457 = -1114239.759330
  nChanged 54
		SP:Iteration 33Q (31182.740000 sec): 3 clusters
  Score: Raw -1117276.192003 + Penalty 3026.867457 = -1114249.324546
  nChanged 48
		SP:Iteration 34Q (31182.990000 sec): 3 clusters
  Score: Raw -1117285.430671 + Penalty 3026.867457 = -1114258.563214
  nChanged 47
		SP:Iteration 35Q (31183.210000 sec): 3 clusters
  Score: Raw -1117294.782566 + Penalty 3026.867457 = -1114267.915109
  nChanged 43
		SP:Iteration 36Q (31183.480000 sec): 3 clusters
  Score: Raw -1117305.573774 + Penalty 3026.867457 = -1114278.706316
  nChanged 64
		SP:Iteration 37Q (31183.690000 sec): 3 clusters
  Score: Raw -1117322.251539 + Penalty 3026.867457 = -1114295.384081
  nChanged 73
		SP:Iteration 38Q (31183.910000 sec): 3 clusters
  Score: Raw -1117345.407890 + Penalty 3026.867457 = -1114318.540432
  nChanged 90
		SP:Iteration 39Q (31184.110000 sec): 3 clusters
  Score: Raw -1117374.107644 + Penalty 3026.867457 = -1114347.240187
  nChanged 97
		SP:Iteration 40F (31184.380000 sec): 3 clusters
  Score: Raw -1117400.985880 + Penalty 3026.867457 = -1114374.118423
  nChanged 98
		SP:Iteration 41Q (31184.580000 sec): 3 clusters
  Score: Raw -1117427.227687 + Penalty 3026.867457 = -1114400.360229
  nChanged 89
		SP:Iteration 42Q (31184.800000 sec): 3 clusters
  Score: Raw -1117447.719562 + Penalty 3026.867457 = -1114420.852105
  nChanged 86
		SP:Iteration 43Q (31185.030000 sec): 3 clusters
  Score: Raw -1117468.730160 + Penalty 3026.867457 = -1114441.862703
  nChanged 81
		SP:Iteration 44Q (31185.280000 sec): 3 clusters
  Score: Raw -1117489.185549 + Penalty 3026.867457 = -1114462.318092
  nChanged 84
		SP:Iteration 45Q (31185.500000 sec): 3 clusters
  Score: Raw -1117509.401533 + Penalty 3026.867457 = -1114482.534076
  nChanged 83
		SP:Iteration 46Q (31185.680000 sec): 3 clusters
  Score: Raw -1117531.318921 + Penalty 3026.867457 = -1114504.451463
  nChanged 85
		SP:Iteration 47Q (31185.920000 sec): 3 clusters
  Score: Raw -1117555.684987 + Penalty 3026.867457 = -1114528.817529
  nChanged 102
		SP:Iteration 48Q (31186.140000 sec): 3 clusters
  Score: Raw -1117588.017826 + Penalty 3026.867457 = -1114561.150369
  nChanged 105
		SP:Iteration 49Q (31186.370000 sec): 3 clusters
  Score: Raw -1117619.636677 + Penalty 3026.867457 = -1114592.769220
  nChanged 122
		SP:Iteration 50Q (31186.600000 sec): 3 clusters
  Score: Raw -1117657.702534 + Penalty 3026.867457 = -1114630.835076
  nChanged 113
		SP:Iteration 51Q (31186.820000 sec): 3 clusters
  Score: Raw -1117692.403188 + Penalty 3026.867457 = -1114665.535731
  nChanged 113
		SP:Iteration 52Q (31187.050000 sec): 3 clusters
  Score: Raw -1117727.151793 + Penalty 3026.867457 = -1114700.284336
  nChanged 98
		SP:Iteration 53Q (31187.290000 sec): 3 clusters
  Score: Raw -1117754.957293 + Penalty 3026.867457 = -1114728.089836
  nChanged 79
		SP:Iteration 54Q (31187.520000 sec): 3 clusters
  Score: Raw -1117773.630580 + Penalty 3026.867457 = -1114746.763122
  nChanged 58
		SP:Iteration 55Q (31187.790000 sec): 3 clusters
  Score: Raw -1117785.345000 + Penalty 3026.867457 = -1114758.477543
  nChanged 52
		SP:Iteration 56Q (31188.080000 sec): 3 clusters
  Score: Raw -1117794.578084 + Penalty 3026.867457 = -1114767.710627
  nChanged 48
		SP:Iteration 57Q (31188.280000 sec): 3 clusters
  Score: Raw -1117802.520111 + Penalty 3026.867457 = -1114775.652654
  nChanged 35
		SP:Iteration 58Q (31188.530000 sec): 3 clusters
  Score: Raw -1117807.363476 + Penalty 3026.867457 = -1114780.496018
  nChanged 26
		SP:Iteration 59Q (31188.740000 sec): 3 clusters
  Score: Raw -1117810.154539 + Penalty 3026.867457 = -1114783.287082
  nChanged 18
		SP:Iteration 60F (31188.940000 sec): 3 clusters
  Score: Raw -1117812.248823 + Penalty 3026.867457 = -1114785.381365
  nChanged 15
		SP:Iteration 61Q (31189.180000 sec): 3 clusters
  Score: Raw -1117813.875338 + Penalty 3026.867457 = -1114787.007881
  nChanged 11
		SP:Iteration 62Q (31189.460000 sec): 3 clusters
  Score: Raw -1117815.041761 + Penalty 3026.867457 = -1114788.174303
  nChanged 14
		SP:Iteration 63Q (31189.720000 sec): 3 clusters
  Score: Raw -1117816.689274 + Penalty 3026.867457 = -1114789.821817
  nChanged 9
		SP:Iteration 64Q (31189.950000 sec): 3 clusters
  Score: Raw -1117818.192613 + Penalty 3026.867457 = -1114791.325156
  nChanged 11
		SP:Iteration 65Q (31190.160000 sec): 3 clusters
  Score: Raw -1117819.542430 + Penalty 3026.867457 = -1114792.674973
  nChanged 15
		SP:Iteration 66Q (31190.430000 sec): 3 clusters
  Score: Raw -1117821.118427 + Penalty 3026.867457 = -1114794.250970
  nChanged 21
		SP:Iteration 67Q (31190.610000 sec): 3 clusters
  Score: Raw -1117823.308738 + Penalty 3026.867457 = -1114796.441281
  nChanged 13
		SP:Iteration 68Q (31190.810000 sec): 3 clusters
  Score: Raw -1117824.693210 + Penalty 3026.867457 = -1114797.825752
  nChanged 18
		SP:Iteration 69Q (31191.040000 sec): 3 clusters
  Score: Raw -1117826.779162 + Penalty 3026.867457 = -1114799.911705
  nChanged 15
		SP:Iteration 70Q (31191.260000 sec): 3 clusters
  Score: Raw -1117829.026543 + Penalty 3026.867457 = -1114802.159085
  nChanged 13
		SP:Iteration 71Q (31191.490000 sec): 3 clusters
  Score: Raw -1117830.399846 + Penalty 3026.867457 = -1114803.532388
  nChanged 12
		SP:Iteration 72Q (31191.690000 sec): 3 clusters
  Score: Raw -1117831.548678 + Penalty 3026.867457 = -1114804.681220
  nChanged 7
		SP:Iteration 73Q (31191.910000 sec): 3 clusters
  Score: Raw -1117832.203946 + Penalty 3026.867457 = -1114805.336488
  nChanged 8
		SP:Iteration 74Q (31192.150000 sec): 3 clusters
  Score: Raw -1117832.940679 + Penalty 3026.867457 = -1114806.073221
  nChanged 6
		SP:Iteration 75Q (31192.350000 sec): 3 clusters
  Score: Raw -1117833.588035 + Penalty 3026.867457 = -1114806.720578
  nChanged 7
		SP:Iteration 76Q (31192.590000 sec): 3 clusters
  Score: Raw -1117834.004484 + Penalty 3026.867457 = -1114807.137027
  nChanged 5
		SP:Iteration 77Q (31192.820000 sec): 3 clusters
  Score: Raw -1117834.245778 + Penalty 3026.867457 = -1114807.378321
  nChanged 2
		SP:Iteration 78Q (31193.070000 sec): 3 clusters
  Score: Raw -1117834.399307 + Penalty 3026.867457 = -1114807.531850
  nChanged 5
		SP:Iteration 79Q (31193.280000 sec): 3 clusters
  Score: Raw -1117834.668279 + Penalty 3026.867457 = -1114807.800822
  nChanged 3
		SP:Iteration 80F (31193.450000 sec): 3 clusters
  Score: Raw -1117834.880771 + Penalty 3026.867457 = -1114808.013314
  nChanged 3
		SP:Iteration 81Q (31193.670000 sec): 3 clusters
  Score: Raw -1117835.027340 + Penalty 3026.867457 = -1114808.159883
  nChanged 3
		SP:Iteration 82Q (31193.890000 sec): 3 clusters
  Score: Raw -1117835.395203 + Penalty 3026.867457 = -1114808.527746
  nChanged 7
		SP:Iteration 83Q (31194.110000 sec): 3 clusters
  Score: Raw -1117836.110382 + Penalty 3026.867457 = -1114809.242925
  nChanged 8
		SP:Iteration 84Q (31194.340000 sec): 3 clusters
  Score: Raw -1117836.789863 + Penalty 3026.867457 = -1114809.922406
  nChanged 6
		SP:Iteration 85Q (31194.580000 sec): 3 clusters
  Score: Raw -1117837.297603 + Penalty 3026.867457 = -1114810.430146
  nChanged 5
		SP:Iteration 86Q (31194.790000 sec): 3 clusters
  Score: Raw -1117837.588519 + Penalty 3026.867457 = -1114810.721062
  nChanged 3
		SP:Iteration 87Q (31195.000000 sec): 3 clusters
  Score: Raw -1117837.939734 + Penalty 3026.867457 = -1114811.072277
  nChanged 2
		SP:Iteration 88Q (31195.260000 sec): 3 clusters
  Score: Raw -1117838.081211 + Penalty 3026.867457 = -1114811.213754
  nChanged 2
		SP:Iteration 89Q (31195.460000 sec): 3 clusters
  Score: Raw -1117838.220192 + Penalty 3026.867457 = -1114811.352734
  nChanged 3
		SP:Iteration 90Q (31195.710000 sec): 3 clusters
  Score: Raw -1117838.623625 + Penalty 3026.867457 = -1114811.756168
  nChanged 5
		SP:Iteration 91Q (31195.910000 sec): 3 clusters
  Score: Raw -1117838.971019 + Penalty 3026.867457 = -1114812.103562
  nChanged 5
		SP:Iteration 92Q (31196.150000 sec): 3 clusters
  Score: Raw -1117839.444775 + Penalty 3026.867457 = -1114812.577317
  nChanged 3
		SP:Iteration 93Q (31196.370000 sec): 3 clusters
  Score: Raw -1117839.694534 + Penalty 3026.867457 = -1114812.827077
  nChanged 5
		SP:Iteration 94Q (31196.570000 sec): 3 clusters
  Score: Raw -1117840.087978 + Penalty 3026.867457 = -1114813.220521
  nChanged 7
		SP:Iteration 95Q (31196.810000 sec): 3 clusters
  Score: Raw -1117840.569138 + Penalty 3026.867457 = -1114813.701681
  nChanged 6
		SP:Iteration 96Q (31197.000000 sec): 3 clusters
  Score: Raw -1117841.200431 + Penalty 3026.867457 = -1114814.332974
  nChanged 7
		SP:Iteration 97Q (31197.220000 sec): 3 clusters
  Score: Raw -1117841.495331 + Penalty 3026.867457 = -1114814.627873
  nChanged 4
		SP:Iteration 98Q (31197.470000 sec): 3 clusters
  Score: Raw -1117841.732084 + Penalty 3026.867457 = -1114814.864627
  nChanged 5
		SP:Iteration 99Q (31197.680000 sec): 3 clusters
  Score: Raw -1117842.201554 + Penalty 3026.867457 = -1114815.334097
  nChanged 4
		SP:Iteration 100F (31197.870000 sec): 3 clusters
  Score: Raw -1117842.534701 + Penalty 3026.867457 = -1114815.667243
  nChanged 2
		SP:Iteration 101Q (31198.090000 sec): 3 clusters
  Score: Raw -1117842.770705 + Penalty 3026.867457 = -1114815.903247
  nChanged 3
		SP:Iteration 102Q (31198.300000 sec): 3 clusters
  Score: Raw -1117843.132449 + Penalty 3026.867457 = -1114816.264992
  nChanged 3
		SP:Iteration 103Q (31198.480000 sec): 3 clusters
  Score: Raw -1117843.298120 + Penalty 3026.867457 = -1114816.430663
  nChanged 2
		SP:Iteration 104Q (31198.690000 sec): 3 clusters
  Score: Raw -1117843.382935 + Penalty 3026.867457 = -1114816.515477
  nChanged 2
		SP:Iteration 105Q (31198.920000 sec): 3 clusters
  Score: Raw -1117843.473601 + Penalty 3026.867457 = -1114816.606144
  nChanged 4
		SP:Iteration 106Q (31199.140000 sec): 3 clusters
  Score: Raw -1117843.958674 + Penalty 3026.867457 = -1114817.091217
  nChanged 7
		SP:Iteration 107Q (31199.350000 sec): 3 clusters
  Score: Raw -1117844.666145 + Penalty 3026.867457 = -1114817.798687
  nChanged 7
		SP:Iteration 108Q (31199.560000 sec): 3 clusters
  Score: Raw -1117845.126827 + Penalty 3026.867457 = -1114818.259369
  nChanged 5
		SP:Iteration 109Q (31199.830000 sec): 3 clusters
  Score: Raw -1117845.465919 + Penalty 3026.867457 = -1114818.598462
  nChanged 7
		SP:Iteration 110Q (31200.050000 sec): 3 clusters
  Score: Raw -1117846.145862 + Penalty 3026.867457 = -1114819.278404
  nChanged 10
		SP:Iteration 111Q (31200.290000 sec): 3 clusters
  Score: Raw -1117846.931810 + Penalty 3026.867457 = -1114820.064352
  nChanged 6
		SP:Iteration 112Q (31200.510000 sec): 3 clusters
  Score: Raw -1117847.512839 + Penalty 3026.867457 = -1114820.645382
  nChanged 8
		SP:Iteration 113Q (31200.730000 sec): 3 clusters
  Score: Raw -1117848.263089 + Penalty 3026.867457 = -1114821.395632
  nChanged 9
		SP:Iteration 114Q (31201.000000 sec): 3 clusters
  Score: Raw -1117849.267980 + Penalty 3026.867457 = -1114822.400523
  nChanged 5
		SP:Iteration 115Q (31201.210000 sec): 3 clusters
  Score: Raw -1117849.573370 + Penalty 3026.867457 = -1114822.705913
  nChanged 7
		SP:Iteration 116Q (31201.450000 sec): 3 clusters
  Score: Raw -1117850.273663 + Penalty 3026.867457 = -1114823.406206
  nChanged 8
		SP:Iteration 117Q (31201.640000 sec): 3 clusters
  Score: Raw -1117850.953084 + Penalty 3026.867457 = -1114824.085626
  nChanged 11
		SP:Iteration 118Q (31201.890000 sec): 3 clusters
  Score: Raw -1117851.585079 + Penalty 3026.867457 = -1114824.717622
  nChanged 4
		SP:Iteration 119Q (31202.150000 sec): 3 clusters
  Score: Raw -1117851.831807 + Penalty 3026.867457 = -1114824.964350
  nChanged 1
		SP:Iteration 120F (31202.420000 sec): 3 clusters
  Score: Raw -1117851.956056 + Penalty 3026.867457 = -1114825.088599
  nChanged 2
		SP:Iteration 121Q (31202.620000 sec): 3 clusters
  Score: Raw -1117852.080552 + Penalty 3026.867457 = -1114825.213094
  nChanged 1
		SP:Iteration 122Q (31202.850000 sec): 3 clusters
  Score: Raw -1117852.143458 + Penalty 3026.867457 = -1114825.276001
  nChanged 1
		SP:Iteration 123Q (31203.060000 sec): 3 clusters
  Score: Raw -1117852.236592 + Penalty 3026.867457 = -1114825.369135
  nChanged 0
		SP:Iteration 124F (31203.280000 sec): 3 clusters
  Score: Raw -1117852.236592 + Penalty 3026.867457 = -1114825.369135
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31203.370000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31203.580000 sec): 3 clusters
  Score: Raw -53970.866220 + Penalty 2038.685027 = -51932.181193
  nChanged 122
		SP:Iteration 1F (31203.730000 sec): 3 clusters
  Score: Raw -54107.498654 + Penalty 2038.685027 = -52068.813627
  nChanged 19
		SP:Iteration 2Q (31203.900000 sec): 3 clusters
  Score: Raw -54148.152400 + Penalty 2038.685027 = -52109.467373
  nChanged 20
		SP:Iteration 3Q (31204.110000 sec): 3 clusters
  Score: Raw -54193.249194 + Penalty 2038.685027 = -52154.564167
  nChanged 23
		SP:Iteration 4Q (31204.300000 sec): 3 clusters
  Score: Raw -54242.306282 + Penalty 2038.685027 = -52203.621255
  nChanged 21
		SP:Iteration 5Q (31204.560000 sec): 3 clusters
  Score: Raw -54361.808584 + Penalty 2038.685027 = -52323.123557
  nChanged 30
		SP:Iteration 6F (31204.700000 sec): 3 clusters
  Score: Raw -54429.469091 + Penalty 2038.685027 = -52390.784064
  nChanged 27
		SP:Iteration 7F (31204.910000 sec): 3 clusters
  Score: Raw -54484.538747 + Penalty 2038.685027 = -52445.853720
  nChanged 22
		SP:Iteration 8Q (31205.050000 sec): 3 clusters
  Score: Raw -54528.810229 + Penalty 2038.685027 = -52490.125202
  nChanged 15
		SP:Iteration 9Q (31205.220000 sec): 3 clusters
  Score: Raw -54558.255052 + Penalty 2038.685027 = -52519.570025
  nChanged 15
		SP:Iteration 10Q (31205.410000 sec): 3 clusters
  Score: Raw -54587.090931 + Penalty 2038.685027 = -52548.405904
  nChanged 7
		SP:Iteration 11Q (31205.610000 sec): 3 clusters
  Score: Raw -54607.316675 + Penalty 2038.685027 = -52568.631648
  nChanged 3
		SP:Iteration 12Q (31205.810000 sec): 3 clusters
  Score: Raw -54613.231210 + Penalty 2038.685027 = -52574.546183
  nChanged 0
		SP:Iteration 13F (31205.940000 sec): 3 clusters
  Score: Raw -54613.231210 + Penalty 2038.685027 = -52574.546183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31206.050000 sec): 2 clusters
  Score: Raw -230929.803726 + Penalty 1255.294371 = -229674.509355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31206.190000 sec): 3 clusters
  Score: Raw -229899.338565 + Penalty 2510.588743 = -227388.749822
  nChanged 848
		SP:Iteration 1F (31206.380000 sec): 3 clusters
  Score: Raw -230431.191969 + Penalty 2510.588743 = -227920.603227
  nChanged 203
		SP:Iteration 2F (31206.530000 sec): 3 clusters
  Score: Raw -230607.096664 + Penalty 2510.588743 = -228096.507922
  nChanged 137
		SP:Iteration 3F (31206.670000 sec): 3 clusters
  Score: Raw -230711.023135 + Penalty 2510.588743 = -228200.434392
  nChanged 92
		SP:Iteration 4Q (31206.840000 sec): 3 clusters
  Score: Raw -230773.836812 + Penalty 2510.588743 = -228263.248069
  nChanged 70
		SP:Iteration 5Q (31207.030000 sec): 3 clusters
  Score: Raw -230812.864712 + Penalty 2510.588743 = -228302.275970
  nChanged 44
		SP:Iteration 6Q (31207.170000 sec): 3 clusters
  Score: Raw -230833.422276 + Penalty 2510.588743 = -228322.833533
  nChanged 37
		SP:Iteration 7Q (31207.370000 sec): 3 clusters
  Score: Raw -230854.600304 + Penalty 2510.588743 = -228344.011562
  nChanged 45
		SP:Iteration 8Q (31207.580000 sec): 3 clusters
  Score: Raw -230877.574877 + Penalty 2510.588743 = -228366.986134
  nChanged 44
		SP:Iteration 9Q (31207.750000 sec): 3 clusters
  Score: Raw -230903.287409 + Penalty 2510.588743 = -228392.698666
  nChanged 41
		SP:Iteration 10Q (31207.960000 sec): 3 clusters
  Score: Raw -230925.603436 + Penalty 2510.588743 = -228415.014694
  nChanged 37
		SP:Iteration 11Q (31208.140000 sec): 3 clusters
  Score: Raw -230948.350407 + Penalty 2510.588743 = -228437.761664
  nChanged 35
		SP:Iteration 12Q (31208.300000 sec): 3 clusters
  Score: Raw -230969.728162 + Penalty 2510.588743 = -228459.139420
  nChanged 28
		SP:Iteration 13Q (31208.480000 sec): 3 clusters
  Score: Raw -230989.853238 + Penalty 2510.588743 = -228479.264495
  nChanged 31
		SP:Iteration 14Q (31208.710000 sec): 3 clusters
  Score: Raw -231004.964750 + Penalty 2510.588743 = -228494.376007
  nChanged 25
		SP:Iteration 15Q (31208.880000 sec): 3 clusters
  Score: Raw -231020.410323 + Penalty 2510.588743 = -228509.821580
  nChanged 26
		SP:Iteration 16Q (31209.070000 sec): 3 clusters
  Score: Raw -231033.749033 + Penalty 2510.588743 = -228523.160291
  nChanged 25
		SP:Iteration 17Q (31209.280000 sec): 3 clusters
  Score: Raw -231045.889184 + Penalty 2510.588743 = -228535.300441
  nChanged 19
		SP:Iteration 18Q (31209.480000 sec): 3 clusters
  Score: Raw -231058.043837 + Penalty 2510.588743 = -228547.455094
  nChanged 20
		SP:Iteration 19Q (31209.640000 sec): 3 clusters
  Score: Raw -231067.847936 + Penalty 2510.588743 = -228557.259193
  nChanged 16
		SP:Iteration 20F (31209.860000 sec): 3 clusters
  Score: Raw -231076.555954 + Penalty 2510.588743 = -228565.967211
  nChanged 14
		SP:Iteration 21Q (31210.010000 sec): 3 clusters
  Score: Raw -231082.622504 + Penalty 2510.588743 = -228572.033761
  nChanged 6
		SP:Iteration 22Q (31210.190000 sec): 3 clusters
  Score: Raw -231085.469427 + Penalty 2510.588743 = -228574.880685
  nChanged 2
		SP:Iteration 23Q (31210.420000 sec): 3 clusters
  Score: Raw -231086.122471 + Penalty 2510.588743 = -228575.533729
  nChanged 3
		SP:Iteration 24Q (31210.650000 sec): 3 clusters
  Score: Raw -231086.827933 + Penalty 2510.588743 = -228576.239190
  nChanged 2
		SP:Iteration 25Q (31210.850000 sec): 3 clusters
  Score: Raw -231087.774712 + Penalty 2510.588743 = -228577.185969
  nChanged 0
		SP:Iteration 26F (31211.040000 sec): 3 clusters
  Score: Raw -231087.774712 + Penalty 2510.588743 = -228577.185969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31211.200000 sec): 2 clusters
  Score: Raw -210685.067445 + Penalty 1241.598122 = -209443.469323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31211.370000 sec): 3 clusters
  Score: Raw -209797.535564 + Penalty 2483.196244 = -207314.339320
  nChanged 712
		SP:Iteration 1F (31211.580000 sec): 3 clusters
  Score: Raw -210288.325397 + Penalty 2483.196244 = -207805.129154
  nChanged 157
		SP:Iteration 2F (31211.830000 sec): 3 clusters
  Score: Raw -210409.614789 + Penalty 2483.196244 = -207926.418545
  nChanged 102
		SP:Iteration 3Q (31212.030000 sec): 3 clusters
  Score: Raw -210485.177783 + Penalty 2483.196244 = -208001.981539
  nChanged 72
		SP:Iteration 4Q (31212.210000 sec): 3 clusters
  Score: Raw -210539.961419 + Penalty 2483.196244 = -208056.765175
  nChanged 64
		SP:Iteration 5Q (31212.340000 sec): 3 clusters
  Score: Raw -210586.245960 + Penalty 2483.196244 = -208103.049716
  nChanged 40
		SP:Iteration 6Q (31212.560000 sec): 3 clusters
  Score: Raw -210619.801134 + Penalty 2483.196244 = -208136.604890
  nChanged 44
		SP:Iteration 7Q (31212.750000 sec): 3 clusters
  Score: Raw -210674.118650 + Penalty 2483.196244 = -208190.922406
  nChanged 72
		SP:Iteration 8Q (31212.930000 sec): 3 clusters
  Score: Raw -210750.721747 + Penalty 2483.196244 = -208267.525504
  nChanged 74
		SP:Iteration 9Q (31213.090000 sec): 3 clusters
  Score: Raw -210815.776162 + Penalty 2483.196244 = -208332.579918
  nChanged 71
		SP:Iteration 10Q (31213.300000 sec): 3 clusters
  Score: Raw -210883.041074 + Penalty 2483.196244 = -208399.844831
  nChanged 71
		SP:Iteration 11Q (31213.510000 sec): 3 clusters
  Score: Raw -210942.306106 + Penalty 2483.196244 = -208459.109862
  nChanged 51
		SP:Iteration 12Q (31213.680000 sec): 3 clusters
  Score: Raw -210987.585774 + Penalty 2483.196244 = -208504.389530
  nChanged 46
		SP:Iteration 13Q (31213.890000 sec): 3 clusters
  Score: Raw -211041.399245 + Penalty 2483.196244 = -208558.203002
  nChanged 46
		SP:Iteration 14Q (31214.050000 sec): 3 clusters
  Score: Raw -211090.725270 + Penalty 2483.196244 = -208607.529027
  nChanged 36
		SP:Iteration 15Q (31214.250000 sec): 3 clusters
  Score: Raw -211121.433835 + Penalty 2483.196244 = -208638.237591
  nChanged 31
		SP:Iteration 16Q (31214.450000 sec): 3 clusters
  Score: Raw -211146.901642 + Penalty 2483.196244 = -208663.705399
  nChanged 24
		SP:Iteration 17Q (31214.640000 sec): 3 clusters
  Score: Raw -211170.515819 + Penalty 2483.196244 = -208687.319576
  nChanged 32
		SP:Iteration 18Q (31214.790000 sec): 3 clusters
  Score: Raw -211209.429952 + Penalty 2483.196244 = -208726.233708
  nChanged 28
		SP:Iteration 19Q (31215.010000 sec): 3 clusters
  Score: Raw -211244.850046 + Penalty 2483.196244 = -208761.653802
  nChanged 29
		SP:Iteration 20F (31215.190000 sec): 3 clusters
  Score: Raw -211282.029089 + Penalty 2483.196244 = -208798.832846
  nChanged 29
		SP:Iteration 21Q (31215.390000 sec): 3 clusters
  Score: Raw -211319.228325 + Penalty 2483.196244 = -208836.032081
  nChanged 22
		SP:Iteration 22Q (31215.570000 sec): 3 clusters
  Score: Raw -211337.841710 + Penalty 2483.196244 = -208854.645467
  nChanged 8
		SP:Iteration 23Q (31215.740000 sec): 3 clusters
  Score: Raw -211342.440026 + Penalty 2483.196244 = -208859.243783
  nChanged 6
		SP:Iteration 24Q (31215.880000 sec): 3 clusters
  Score: Raw -211345.897543 + Penalty 2483.196244 = -208862.701300
  nChanged 2
		SP:Iteration 25Q (31216.070000 sec): 3 clusters
  Score: Raw -211346.507495 + Penalty 2483.196244 = -208863.311252
  nChanged 2
		SP:Iteration 26Q (31216.260000 sec): 3 clusters
  Score: Raw -211347.082207 + Penalty 2483.196244 = -208863.885963
  nChanged 1
		SP:Iteration 27Q (31216.480000 sec): 3 clusters
  Score: Raw -211347.305261 + Penalty 2483.196244 = -208864.109017
  nChanged 0
		SP:Iteration 28F (31216.680000 sec): 3 clusters
  Score: Raw -211347.305261 + Penalty 2483.196244 = -208864.109017
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31216.770000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31216.960000 sec): 3 clusters
  Score: Raw -47081.474084 + Penalty 1977.462309 = -45104.011774
  nChanged 85
		SP:Iteration 1F (31217.170000 sec): 3 clusters
  Score: Raw -47218.468001 + Penalty 1977.462309 = -45241.005691
  nChanged 29
		SP:Iteration 2F (31217.370000 sec): 3 clusters
  Score: Raw -47264.542683 + Penalty 1977.462309 = -45287.080374
  nChanged 11
		SP:Iteration 3Q (31217.580000 sec): 3 clusters
  Score: Raw -47276.476287 + Penalty 1977.462309 = -45299.013977
  nChanged 5
		SP:Iteration 4Q (31217.730000 sec): 3 clusters
  Score: Raw -47286.635019 + Penalty 1977.462309 = -45309.172709
  nChanged 4
		SP:Iteration 5Q (31217.890000 sec): 3 clusters
  Score: Raw -47291.370629 + Penalty 1977.462309 = -45313.908320
  nChanged 1
		SP:Iteration 6Q (31218.100000 sec): 3 clusters
  Score: Raw -47296.139938 + Penalty 1977.462309 = -45318.677628
  nChanged 2
		SP:Iteration 7Q (31218.300000 sec): 3 clusters
  Score: Raw -47300.059672 + Penalty 1977.462309 = -45322.597363
  nChanged 1
		SP:Iteration 8Q (31218.490000 sec): 3 clusters
  Score: Raw -47301.419962 + Penalty 1977.462309 = -45323.957652
  nChanged 1
		SP:Iteration 9Q (31218.640000 sec): 3 clusters
  Score: Raw -47302.782885 + Penalty 1977.462309 = -45325.320576
  nChanged 0
		SP:Iteration 10F (31218.860000 sec): 3 clusters
  Score: Raw -47302.782885 + Penalty 1977.462309 = -45325.320576
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31218.940000 sec): 2 clusters
  Score: Raw -70886.382868 + Penalty 1097.053989 = -69789.328879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31219.130000 sec): 3 clusters
  Score: Raw -70708.090693 + Penalty 2194.107977 = -68513.982716
  nChanged 241
		SP:Iteration 1F (31219.320000 sec): 3 clusters
  Score: Raw -71070.515581 + Penalty 2194.107977 = -68876.407603
  nChanged 94
		SP:Iteration 2F (31219.470000 sec): 3 clusters
  Score: Raw -71326.804119 + Penalty 2194.107977 = -69132.696141
  nChanged 62
		SP:Iteration 3F (31219.670000 sec): 3 clusters
  Score: Raw -71530.895164 + Penalty 2194.107977 = -69336.787187
  nChanged 40
		SP:Iteration 4Q (31219.840000 sec): 3 clusters
  Score: Raw -71626.107176 + Penalty 2194.107977 = -69431.999199
  nChanged 20
		SP:Iteration 5Q (31220.040000 sec): 3 clusters
  Score: Raw -71671.224305 + Penalty 2194.107977 = -69477.116327
  nChanged 16
		SP:Iteration 6Q (31220.190000 sec): 3 clusters
  Score: Raw -71697.563013 + Penalty 2194.107977 = -69503.455035
  nChanged 11
		SP:Iteration 7Q (31220.380000 sec): 3 clusters
  Score: Raw -71720.210698 + Penalty 2194.107977 = -69526.102721
  nChanged 9
		SP:Iteration 8Q (31220.580000 sec): 3 clusters
  Score: Raw -71733.835522 + Penalty 2194.107977 = -69539.727545
  nChanged 5
		SP:Iteration 9Q (31220.750000 sec): 3 clusters
  Score: Raw -71739.055141 + Penalty 2194.107977 = -69544.947163
  nChanged 3
		SP:Iteration 10Q (31220.890000 sec): 3 clusters
  Score: Raw -71745.249618 + Penalty 2194.107977 = -69551.141640
  nChanged 3
		SP:Iteration 11Q (31221.100000 sec): 3 clusters
  Score: Raw -71751.376523 + Penalty 2194.107977 = -69557.268545
  nChanged 3
		SP:Iteration 12Q (31221.300000 sec): 3 clusters
  Score: Raw -71753.458407 + Penalty 2194.107977 = -69559.350430
  nChanged 0
		SP:Iteration 13F (31221.460000 sec): 3 clusters
  Score: Raw -71753.458407 + Penalty 2194.107977 = -69559.350430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31221.580000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31221.710000 sec): 3 clusters
  Score: Raw -50495.558255 + Penalty 2018.445025 = -48477.113230
  nChanged 105
		SP:Iteration 1F (31221.900000 sec): 3 clusters
  Score: Raw -50664.499251 + Penalty 2018.445025 = -48646.054226
  nChanged 32
		SP:Iteration 2F (31222.080000 sec): 3 clusters
  Score: Raw -50715.007710 + Penalty 2018.445025 = -48696.562685
  nChanged 14
		SP:Iteration 3Q (31222.300000 sec): 3 clusters
  Score: Raw -50737.543608 + Penalty 2018.445025 = -48719.098583
  nChanged 7
		SP:Iteration 4Q (31222.460000 sec): 3 clusters
  Score: Raw -50746.255802 + Penalty 2018.445025 = -48727.810777
  nChanged 4
		SP:Iteration 5Q (31222.640000 sec): 3 clusters
  Score: Raw -50752.274043 + Penalty 2018.445025 = -48733.829018
  nChanged 3
		SP:Iteration 6Q (31222.800000 sec): 3 clusters
  Score: Raw -50759.199514 + Penalty 2018.445025 = -48740.754489
  nChanged 6
		SP:Iteration 7Q (31223.000000 sec): 3 clusters
  Score: Raw -50765.606854 + Penalty 2018.445025 = -48747.161829
  nChanged 4
		SP:Iteration 8Q (31223.160000 sec): 3 clusters
  Score: Raw -50771.172718 + Penalty 2018.445025 = -48752.727693
  nChanged 3
		SP:Iteration 9Q (31223.300000 sec): 3 clusters
  Score: Raw -50775.625512 + Penalty 2018.445025 = -48757.180487
  nChanged 6
		SP:Iteration 10Q (31223.490000 sec): 3 clusters
  Score: Raw -50787.145465 + Penalty 2018.445025 = -48768.700440
  nChanged 11
		SP:Iteration 11Q (31223.690000 sec): 3 clusters
  Score: Raw -50811.849392 + Penalty 2018.445025 = -48793.404367
  nChanged 7
		SP:Iteration 12Q (31223.820000 sec): 3 clusters
  Score: Raw -50824.748406 + Penalty 2018.445025 = -48806.303381
  nChanged 6
		SP:Iteration 13Q (31224.040000 sec): 3 clusters
  Score: Raw -50834.062281 + Penalty 2018.445025 = -48815.617256
  nChanged 3
		SP:Iteration 14Q (31224.190000 sec): 3 clusters
  Score: Raw -50837.380930 + Penalty 2018.445025 = -48818.935905
  nChanged 1
		SP:Iteration 15Q (31224.360000 sec): 3 clusters
  Score: Raw -50839.243970 + Penalty 2018.445025 = -48820.798945
  nChanged 0
		SP:Iteration 16F (31224.520000 sec): 3 clusters
  Score: Raw -50839.243970 + Penalty 2018.445025 = -48820.798945
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31224.690000 sec): 2 clusters
  Score: Raw -392991.101280 + Penalty 1353.019653 = -391638.081627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31224.870000 sec): 3 clusters
  Score: Raw -390935.607376 + Penalty 2706.039306 = -388229.568070
  nChanged 1620
		SP:Iteration 1F (31225.070000 sec): 3 clusters
  Score: Raw -391889.290645 + Penalty 2706.039306 = -389183.251339
  nChanged 340
		SP:Iteration 2F (31225.260000 sec): 3 clusters
  Score: Raw -392109.673203 + Penalty 2706.039306 = -389403.633897
  nChanged 252
		SP:Iteration 3F (31225.430000 sec): 3 clusters
  Score: Raw -392254.936754 + Penalty 2706.039306 = -389548.897448
  nChanged 179
		SP:Iteration 4Q (31225.610000 sec): 3 clusters
  Score: Raw -392377.490214 + Penalty 2706.039306 = -389671.450908
  nChanged 175
		SP:Iteration 5Q (31225.780000 sec): 3 clusters
  Score: Raw -392488.103359 + Penalty 2706.039306 = -389782.064053
  nChanged 158
		SP:Iteration 6Q (31225.970000 sec): 3 clusters
  Score: Raw -392587.505040 + Penalty 2706.039306 = -389881.465734
  nChanged 152
		SP:Iteration 7Q (31226.200000 sec): 3 clusters
  Score: Raw -392676.802769 + Penalty 2706.039306 = -389970.763464
  nChanged 136
		SP:Iteration 8Q (31226.400000 sec): 3 clusters
  Score: Raw -392760.213029 + Penalty 2706.039306 = -390054.173723
  nChanged 111
		SP:Iteration 9Q (31226.570000 sec): 3 clusters
  Score: Raw -392823.578988 + Penalty 2706.039306 = -390117.539682
  nChanged 103
		SP:Iteration 10Q (31226.740000 sec): 3 clusters
  Score: Raw -392878.973313 + Penalty 2706.039306 = -390172.934007
  nChanged 85
		SP:Iteration 11Q (31226.970000 sec): 3 clusters
  Score: Raw -392928.624062 + Penalty 2706.039306 = -390222.584756
  nChanged 100
		SP:Iteration 12Q (31227.190000 sec): 3 clusters
  Score: Raw -392976.360076 + Penalty 2706.039306 = -390270.320770
  nChanged 79
		SP:Iteration 13Q (31227.370000 sec): 3 clusters
  Score: Raw -393016.320365 + Penalty 2706.039306 = -390310.281059
  nChanged 88
		SP:Iteration 14Q (31227.540000 sec): 3 clusters
  Score: Raw -393068.261686 + Penalty 2706.039306 = -390362.222380
  nChanged 78
		SP:Iteration 15Q (31227.770000 sec): 3 clusters
  Score: Raw -393117.321182 + Penalty 2706.039306 = -390411.281876
  nChanged 74
		SP:Iteration 16Q (31227.960000 sec): 3 clusters
  Score: Raw -393157.867217 + Penalty 2706.039306 = -390451.827911
  nChanged 51
		SP:Iteration 17Q (31228.140000 sec): 3 clusters
  Score: Raw -393183.209032 + Penalty 2706.039306 = -390477.169726
  nChanged 47
		SP:Iteration 18Q (31228.320000 sec): 3 clusters
  Score: Raw -393212.482637 + Penalty 2706.039306 = -390506.443331
  nChanged 47
		SP:Iteration 19Q (31228.490000 sec): 3 clusters
  Score: Raw -393239.565671 + Penalty 2706.039306 = -390533.526365
  nChanged 40
		SP:Iteration 20F (31228.710000 sec): 3 clusters
  Score: Raw -393269.141641 + Penalty 2706.039306 = -390563.102335
  nChanged 50
		SP:Iteration 21Q (31228.860000 sec): 3 clusters
  Score: Raw -393310.947145 + Penalty 2706.039306 = -390604.907839
  nChanged 52
		SP:Iteration 22Q (31229.070000 sec): 3 clusters
  Score: Raw -393352.096619 + Penalty 2706.039306 = -390646.057313
  nChanged 60
		SP:Iteration 23Q (31229.260000 sec): 3 clusters
  Score: Raw -393397.523477 + Penalty 2706.039306 = -390691.484171
  nChanged 54
		SP:Iteration 24Q (31229.420000 sec): 3 clusters
  Score: Raw -393443.137311 + Penalty 2706.039306 = -390737.098005
  nChanged 55
		SP:Iteration 25Q (31229.630000 sec): 3 clusters
  Score: Raw -393487.653215 + Penalty 2706.039306 = -390781.613909
  nChanged 60
		SP:Iteration 26Q (31229.790000 sec): 3 clusters
  Score: Raw -393539.845895 + Penalty 2706.039306 = -390833.806589
  nChanged 50
		SP:Iteration 27Q (31230.000000 sec): 3 clusters
  Score: Raw -393577.309447 + Penalty 2706.039306 = -390871.270141
  nChanged 32
		SP:Iteration 28Q (31230.190000 sec): 3 clusters
  Score: Raw -393599.153048 + Penalty 2706.039306 = -390893.113742
  nChanged 30
		SP:Iteration 29Q (31230.350000 sec): 3 clusters
  Score: Raw -393624.661249 + Penalty 2706.039306 = -390918.621943
  nChanged 26
		SP:Iteration 30Q (31230.560000 sec): 3 clusters
  Score: Raw -393643.995898 + Penalty 2706.039306 = -390937.956592
  nChanged 33
		SP:Iteration 31Q (31230.750000 sec): 3 clusters
  Score: Raw -393666.362232 + Penalty 2706.039306 = -390960.322926
  nChanged 30
		SP:Iteration 32Q (31230.930000 sec): 3 clusters
  Score: Raw -393694.836422 + Penalty 2706.039306 = -390988.797116
  nChanged 30
		SP:Iteration 33Q (31231.120000 sec): 3 clusters
  Score: Raw -393721.156150 + Penalty 2706.039306 = -391015.116844
  nChanged 29
		SP:Iteration 34Q (31231.310000 sec): 3 clusters
  Score: Raw -393742.812591 + Penalty 2706.039306 = -391036.773285
  nChanged 23
		SP:Iteration 35Q (31231.510000 sec): 3 clusters
  Score: Raw -393763.710344 + Penalty 2706.039306 = -391057.671038
  nChanged 22
		SP:Iteration 36Q (31231.690000 sec): 3 clusters
  Score: Raw -393778.162137 + Penalty 2706.039306 = -391072.122831
  nChanged 28
		SP:Iteration 37Q (31231.880000 sec): 3 clusters
  Score: Raw -393792.762113 + Penalty 2706.039306 = -391086.722807
  nChanged 22
		SP:Iteration 38Q (31232.050000 sec): 3 clusters
  Score: Raw -393803.038675 + Penalty 2706.039306 = -391096.999369
  nChanged 18
		SP:Iteration 39Q (31232.220000 sec): 3 clusters
  Score: Raw -393813.050814 + Penalty 2706.039306 = -391107.011508
  nChanged 19
		SP:Iteration 40F (31232.390000 sec): 3 clusters
  Score: Raw -393821.796219 + Penalty 2706.039306 = -391115.756913
  nChanged 18
		SP:Iteration 41Q (31232.590000 sec): 3 clusters
  Score: Raw -393830.650062 + Penalty 2706.039306 = -391124.610757
  nChanged 17
		SP:Iteration 42Q (31232.770000 sec): 3 clusters
  Score: Raw -393839.928497 + Penalty 2706.039306 = -391133.889191
  nChanged 14
		SP:Iteration 43Q (31232.970000 sec): 3 clusters
  Score: Raw -393849.948117 + Penalty 2706.039306 = -391143.908811
  nChanged 17
		SP:Iteration 44Q (31233.160000 sec): 3 clusters
  Score: Raw -393858.713962 + Penalty 2706.039306 = -391152.674656
  nChanged 12
		SP:Iteration 45Q (31233.320000 sec): 3 clusters
  Score: Raw -393864.068476 + Penalty 2706.039306 = -391158.029170
  nChanged 17
		SP:Iteration 46Q (31233.520000 sec): 3 clusters
  Score: Raw -393870.014324 + Penalty 2706.039306 = -391163.975018
  nChanged 15
		SP:Iteration 47Q (31233.680000 sec): 3 clusters
  Score: Raw -393874.508890 + Penalty 2706.039306 = -391168.469584
  nChanged 9
		SP:Iteration 48Q (31233.880000 sec): 3 clusters
  Score: Raw -393877.297671 + Penalty 2706.039306 = -391171.258366
  nChanged 9
		SP:Iteration 49Q (31234.090000 sec): 3 clusters
  Score: Raw -393879.959255 + Penalty 2706.039306 = -391173.919949
  nChanged 6
		SP:Iteration 50Q (31234.250000 sec): 3 clusters
  Score: Raw -393882.817060 + Penalty 2706.039306 = -391176.777754
  nChanged 9
		SP:Iteration 51Q (31234.440000 sec): 3 clusters
  Score: Raw -393886.589167 + Penalty 2706.039306 = -391180.549861
  nChanged 9
		SP:Iteration 52Q (31234.670000 sec): 3 clusters
  Score: Raw -393889.769784 + Penalty 2706.039306 = -391183.730478
  nChanged 8
		SP:Iteration 53Q (31234.850000 sec): 3 clusters
  Score: Raw -393892.026716 + Penalty 2706.039306 = -391185.987411
  nChanged 6
		SP:Iteration 54Q (31235.030000 sec): 3 clusters
  Score: Raw -393894.018502 + Penalty 2706.039306 = -391187.979197
  nChanged 3
		SP:Iteration 55Q (31235.190000 sec): 3 clusters
  Score: Raw -393894.676118 + Penalty 2706.039306 = -391188.636812
  nChanged 2
		SP:Iteration 56Q (31235.390000 sec): 3 clusters
  Score: Raw -393895.785993 + Penalty 2706.039306 = -391189.746687
  nChanged 1
		SP:Iteration 57Q (31235.590000 sec): 3 clusters
  Score: Raw -393895.901624 + Penalty 2706.039306 = -391189.862318
  nChanged 0
		SP:Iteration 58F (31235.780000 sec): 3 clusters
  Score: Raw -393895.901624 + Penalty 2706.039306 = -391189.862318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31235.850000 sec): 2 clusters
  Score: Raw -23409.827440 + Penalty 902.984560 = -22506.842880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31236.070000 sec): 3 clusters
  Score: Raw -23549.023284 + Penalty 1805.969120 = -21743.054164
  nChanged 50
		SP:Iteration 1F (31236.210000 sec): 3 clusters
  Score: Raw -23706.826020 + Penalty 1805.969120 = -21900.856900
  nChanged 24
		SP:Iteration 2F (31236.420000 sec): 3 clusters
  Score: Raw -23784.041253 + Penalty 1805.969120 = -21978.072133
  nChanged 8
		SP:Iteration 3Q (31236.580000 sec): 3 clusters
  Score: Raw -23802.752076 + Penalty 1805.969120 = -21996.782956
  nChanged 4
		SP:Iteration 4Q (31236.710000 sec): 3 clusters
  Score: Raw -23820.826509 + Penalty 1805.969120 = -22014.857389
  nChanged 3
		SP:Iteration 5Q (31236.960000 sec): 3 clusters
  Score: Raw -23833.095258 + Penalty 1805.969120 = -22027.126138
  nChanged 4
		SP:Iteration 6Q (31237.120000 sec): 3 clusters
  Score: Raw -23846.802274 + Penalty 1805.969120 = -22040.833154
  nChanged 3
		SP:Iteration 7Q (31237.270000 sec): 3 clusters
  Score: Raw -23852.930800 + Penalty 1805.969120 = -22046.961680
  nChanged 2
		SP:Iteration 8Q (31237.470000 sec): 3 clusters
  Score: Raw -23856.203120 + Penalty 1805.969120 = -22050.234000
  nChanged 0
		SP:Iteration 9F (31237.630000 sec): 3 clusters
  Score: Raw -23856.203120 + Penalty 1805.969120 = -22050.234000
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31237.710000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31237.880000 sec): 3 clusters
  Score: Raw -134381.669301 + Penalty 2312.828097 = -132068.841205
  nChanged 394
		SP:Iteration 1F (31238.110000 sec): 3 clusters
  Score: Raw -134687.725050 + Penalty 2312.828097 = -132374.896953
  nChanged 83
		SP:Iteration 2F (31238.280000 sec): 3 clusters
  Score: Raw -134758.144592 + Penalty 2312.828097 = -132445.316495
  nChanged 62
		SP:Iteration 3F (31238.500000 sec): 3 clusters
  Score: Raw -134824.184030 + Penalty 2312.828097 = -132511.355933
  nChanged 50
		SP:Iteration 4Q (31238.690000 sec): 3 clusters
  Score: Raw -134873.093639 + Penalty 2312.828097 = -132560.265542
  nChanged 36
		SP:Iteration 5Q (31238.890000 sec): 3 clusters
  Score: Raw -134906.834807 + Penalty 2312.828097 = -132594.006710
  nChanged 34
		SP:Iteration 6Q (31239.110000 sec): 3 clusters
  Score: Raw -134933.472395 + Penalty 2312.828097 = -132620.644298
  nChanged 32
		SP:Iteration 7Q (31239.290000 sec): 3 clusters
  Score: Raw -134963.337780 + Penalty 2312.828097 = -132650.509683
  nChanged 28
		SP:Iteration 8Q (31239.490000 sec): 3 clusters
  Score: Raw -134985.164052 + Penalty 2312.828097 = -132672.335956
  nChanged 20
		SP:Iteration 9Q (31239.710000 sec): 3 clusters
  Score: Raw -135003.671275 + Penalty 2312.828097 = -132690.843178
  nChanged 13
		SP:Iteration 10Q (31239.870000 sec): 3 clusters
  Score: Raw -135012.527636 + Penalty 2312.828097 = -132699.699539
  nChanged 8
		SP:Iteration 11Q (31240.050000 sec): 3 clusters
  Score: Raw -135019.969525 + Penalty 2312.828097 = -132707.141428
  nChanged 9
		SP:Iteration 12Q (31240.220000 sec): 3 clusters
  Score: Raw -135026.264382 + Penalty 2312.828097 = -132713.436286
  nChanged 12
		SP:Iteration 13Q (31240.400000 sec): 3 clusters
  Score: Raw -135036.921832 + Penalty 2312.828097 = -132724.093735
  nChanged 11
		SP:Iteration 14Q (31240.540000 sec): 3 clusters
  Score: Raw -135051.422730 + Penalty 2312.828097 = -132738.594633
  nChanged 13
		SP:Iteration 15Q (31240.720000 sec): 3 clusters
  Score: Raw -135062.111832 + Penalty 2312.828097 = -132749.283735
  nChanged 13
		SP:Iteration 16Q (31240.920000 sec): 3 clusters
  Score: Raw -135072.521444 + Penalty 2312.828097 = -132759.693347
  nChanged 14
		SP:Iteration 17Q (31241.110000 sec): 3 clusters
  Score: Raw -135090.130205 + Penalty 2312.828097 = -132777.302109
  nChanged 15
		SP:Iteration 18Q (31241.330000 sec): 3 clusters
  Score: Raw -135107.179475 + Penalty 2312.828097 = -132794.351378
  nChanged 16
		SP:Iteration 19Q (31241.550000 sec): 3 clusters
  Score: Raw -135121.424710 + Penalty 2312.828097 = -132808.596613
  nChanged 12
		SP:Iteration 20F (31241.680000 sec): 3 clusters
  Score: Raw -135131.270775 + Penalty 2312.828097 = -132818.442679
  nChanged 9
		SP:Iteration 21Q (31241.910000 sec): 3 clusters
  Score: Raw -135139.564123 + Penalty 2312.828097 = -132826.736026
  nChanged 9
		SP:Iteration 22Q (31242.140000 sec): 3 clusters
  Score: Raw -135145.337567 + Penalty 2312.828097 = -132832.509471
  nChanged 3
		SP:Iteration 23Q (31242.340000 sec): 3 clusters
  Score: Raw -135147.096943 + Penalty 2312.828097 = -132834.268847
  nChanged 3
		SP:Iteration 24Q (31242.540000 sec): 3 clusters
  Score: Raw -135148.878194 + Penalty 2312.828097 = -132836.050098
  nChanged 1
		SP:Iteration 25Q (31242.710000 sec): 3 clusters
  Score: Raw -135149.512265 + Penalty 2312.828097 = -132836.684168
  nChanged 0
		SP:Iteration 26F (31242.870000 sec): 3 clusters
  Score: Raw -135149.512265 + Penalty 2312.828097 = -132836.684168
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31243.010000 sec): 2 clusters
  Score: Raw -344703.291675 + Penalty 1333.968393 = -343369.323282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31243.190000 sec): 3 clusters
  Score: Raw -342876.383613 + Penalty 2667.936786 = -340208.446826
  nChanged 1469
		SP:Iteration 1F (31243.390000 sec): 3 clusters
  Score: Raw -343705.689769 + Penalty 2667.936786 = -341037.752983
  nChanged 277
		SP:Iteration 2F (31243.590000 sec): 3 clusters
  Score: Raw -343882.411663 + Penalty 2667.936786 = -341214.474876
  nChanged 216
		SP:Iteration 3F (31243.770000 sec): 3 clusters
  Score: Raw -344008.102395 + Penalty 2667.936786 = -341340.165608
  nChanged 155
		SP:Iteration 4Q (31243.950000 sec): 3 clusters
  Score: Raw -344087.476820 + Penalty 2667.936786 = -341419.540033
  nChanged 119
		SP:Iteration 5Q (31244.130000 sec): 3 clusters
  Score: Raw -344143.118032 + Penalty 2667.936786 = -341475.181246
  nChanged 111
		SP:Iteration 6Q (31244.390000 sec): 3 clusters
  Score: Raw -344195.718018 + Penalty 2667.936786 = -341527.781232
  nChanged 102
		SP:Iteration 7Q (31244.550000 sec): 3 clusters
  Score: Raw -344243.235686 + Penalty 2667.936786 = -341575.298900
  nChanged 100
		SP:Iteration 8Q (31244.730000 sec): 3 clusters
  Score: Raw -344293.374705 + Penalty 2667.936786 = -341625.437919
  nChanged 107
		SP:Iteration 9Q (31244.910000 sec): 3 clusters
  Score: Raw -344350.639839 + Penalty 2667.936786 = -341682.703052
  nChanged 116
		SP:Iteration 10Q (31245.050000 sec): 3 clusters
  Score: Raw -344406.288869 + Penalty 2667.936786 = -341738.352082
  nChanged 96
		SP:Iteration 11Q (31245.220000 sec): 3 clusters
  Score: Raw -344457.959934 + Penalty 2667.936786 = -341790.023148
  nChanged 114
		SP:Iteration 12Q (31245.390000 sec): 3 clusters
  Score: Raw -344531.552869 + Penalty 2667.936786 = -341863.616083
  nChanged 117
		SP:Iteration 13Q (31245.590000 sec): 3 clusters
  Score: Raw -344607.958437 + Penalty 2667.936786 = -341940.021651
  nChanged 113
		SP:Iteration 14Q (31245.790000 sec): 3 clusters
  Score: Raw -344674.489110 + Penalty 2667.936786 = -342006.552323
  nChanged 99
		SP:Iteration 15Q (31245.970000 sec): 3 clusters
  Score: Raw -344748.274446 + Penalty 2667.936786 = -342080.337660
  nChanged 100
		SP:Iteration 16Q (31246.160000 sec): 3 clusters
  Score: Raw -344825.023038 + Penalty 2667.936786 = -342157.086252
  nChanged 77
		SP:Iteration 17Q (31246.360000 sec): 3 clusters
  Score: Raw -344879.475934 + Penalty 2667.936786 = -342211.539148
  nChanged 59
		SP:Iteration 18Q (31246.560000 sec): 3 clusters
  Score: Raw -344917.951865 + Penalty 2667.936786 = -342250.015079
  nChanged 49
		SP:Iteration 19Q (31246.740000 sec): 3 clusters
  Score: Raw -344951.667184 + Penalty 2667.936786 = -342283.730398
  nChanged 34
		SP:Iteration 20F (31246.890000 sec): 3 clusters
  Score: Raw -344977.109510 + Penalty 2667.936786 = -342309.172723
  nChanged 33
		SP:Iteration 21Q (31247.100000 sec): 3 clusters
  Score: Raw -344997.387483 + Penalty 2667.936786 = -342329.450696
  nChanged 19
		SP:Iteration 22Q (31247.270000 sec): 3 clusters
  Score: Raw -345007.984633 + Penalty 2667.936786 = -342340.047847
  nChanged 15
		SP:Iteration 23Q (31247.500000 sec): 3 clusters
  Score: Raw -345017.337531 + Penalty 2667.936786 = -342349.400745
  nChanged 10
		SP:Iteration 24Q (31247.670000 sec): 3 clusters
  Score: Raw -345020.799117 + Penalty 2667.936786 = -342352.862331
  nChanged 6
		SP:Iteration 25Q (31247.870000 sec): 3 clusters
  Score: Raw -345023.005454 + Penalty 2667.936786 = -342355.068668
  nChanged 5
		SP:Iteration 26Q (31248.080000 sec): 3 clusters
  Score: Raw -345025.905295 + Penalty 2667.936786 = -342357.968508
  nChanged 4
		SP:Iteration 27Q (31248.290000 sec): 3 clusters
  Score: Raw -345027.816570 + Penalty 2667.936786 = -342359.879783
  nChanged 1
		SP:Iteration 28Q (31248.550000 sec): 3 clusters
  Score: Raw -345028.317551 + Penalty 2667.936786 = -342360.380765
  nChanged 2
		SP:Iteration 29Q (31248.740000 sec): 3 clusters
  Score: Raw -345029.150106 + Penalty 2667.936786 = -342361.213320
  nChanged 3
		SP:Iteration 30Q (31248.990000 sec): 3 clusters
  Score: Raw -345030.808326 + Penalty 2667.936786 = -342362.871540
  nChanged 3
		SP:Iteration 31Q (31249.190000 sec): 3 clusters
  Score: Raw -345032.193969 + Penalty 2667.936786 = -342364.257183
  nChanged 5
		SP:Iteration 32Q (31249.450000 sec): 3 clusters
  Score: Raw -345036.122854 + Penalty 2667.936786 = -342368.186068
  nChanged 4
		SP:Iteration 33Q (31249.640000 sec): 3 clusters
  Score: Raw -345038.517027 + Penalty 2667.936786 = -342370.580240
  nChanged 2
		SP:Iteration 34Q (31249.820000 sec): 3 clusters
  Score: Raw -345039.532373 + Penalty 2667.936786 = -342371.595587
  nChanged 1
		SP:Iteration 35Q (31250.050000 sec): 3 clusters
  Score: Raw -345039.873983 + Penalty 2667.936786 = -342371.937196
  nChanged 0
		SP:Iteration 36F (31250.220000 sec): 3 clusters
  Score: Raw -345039.873983 + Penalty 2667.936786 = -342371.937196
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31250.400000 sec): 2 clusters
  Score: Raw -434305.223199 + Penalty 1355.362880 = -432949.860319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31250.630000 sec): 3 clusters
  Score: Raw -432206.535648 + Penalty 2710.725761 = -429495.809888
  nChanged 1657
		SP:Iteration 1F (31250.790000 sec): 3 clusters
  Score: Raw -433135.099946 + Penalty 2710.725761 = -430424.374185
  nChanged 323
		SP:Iteration 2F (31251.000000 sec): 3 clusters
  Score: Raw -433385.627496 + Penalty 2710.725761 = -430674.901736
  nChanged 260
		SP:Iteration 3F (31251.240000 sec): 3 clusters
  Score: Raw -433574.386066 + Penalty 2710.725761 = -430863.660306
  nChanged 193
		SP:Iteration 4Q (31251.420000 sec): 3 clusters
  Score: Raw -433686.269377 + Penalty 2710.725761 = -430975.543617
  nChanged 162
		SP:Iteration 5Q (31251.620000 sec): 3 clusters
  Score: Raw -433800.508458 + Penalty 2710.725761 = -431089.782698
  nChanged 154
		SP:Iteration 6Q (31251.800000 sec): 3 clusters
  Score: Raw -433900.145349 + Penalty 2710.725761 = -431189.419588
  nChanged 170
		SP:Iteration 7Q (31252.000000 sec): 3 clusters
  Score: Raw -433985.205334 + Penalty 2710.725761 = -431274.479574
  nChanged 157
		SP:Iteration 8Q (31252.260000 sec): 3 clusters
  Score: Raw -434075.691527 + Penalty 2710.725761 = -431364.965766
  nChanged 130
		SP:Iteration 9Q (31252.460000 sec): 3 clusters
  Score: Raw -434137.277676 + Penalty 2710.725761 = -431426.551916
  nChanged 108
		SP:Iteration 10Q (31252.670000 sec): 3 clusters
  Score: Raw -434185.891047 + Penalty 2710.725761 = -431475.165287
  nChanged 80
		SP:Iteration 11Q (31252.890000 sec): 3 clusters
  Score: Raw -434222.739150 + Penalty 2710.725761 = -431512.013389
  nChanged 70
		SP:Iteration 12Q (31253.080000 sec): 3 clusters
  Score: Raw -434245.784451 + Penalty 2710.725761 = -431535.058690
  nChanged 51
		SP:Iteration 13Q (31253.320000 sec): 3 clusters
  Score: Raw -434263.731725 + Penalty 2710.725761 = -431553.005964
  nChanged 40
		SP:Iteration 14Q (31253.500000 sec): 3 clusters
  Score: Raw -434279.411894 + Penalty 2710.725761 = -431568.686133
  nChanged 44
		SP:Iteration 15Q (31253.710000 sec): 3 clusters
  Score: Raw -434293.825797 + Penalty 2710.725761 = -431583.100037
  nChanged 32
		SP:Iteration 16Q (31253.940000 sec): 3 clusters
  Score: Raw -434303.415583 + Penalty 2710.725761 = -431592.689822
  nChanged 26
		SP:Iteration 17Q (31254.130000 sec): 3 clusters
  Score: Raw -434310.153400 + Penalty 2710.725761 = -431599.427639
  nChanged 20
		SP:Iteration 18Q (31254.370000 sec): 3 clusters
  Score: Raw -434313.998586 + Penalty 2710.725761 = -431603.272825
  nChanged 13
		SP:Iteration 19Q (31254.590000 sec): 3 clusters
  Score: Raw -434317.244582 + Penalty 2710.725761 = -431606.518822
  nChanged 24
		SP:Iteration 20F (31254.820000 sec): 3 clusters
  Score: Raw -434324.703392 + Penalty 2710.725761 = -431613.977632
  nChanged 27
		SP:Iteration 21Q (31255.040000 sec): 3 clusters
  Score: Raw -434332.526950 + Penalty 2710.725761 = -431621.801189
  nChanged 28
		SP:Iteration 22Q (31255.210000 sec): 3 clusters
  Score: Raw -434343.400341 + Penalty 2710.725761 = -431632.674580
  nChanged 31
		SP:Iteration 23Q (31255.440000 sec): 3 clusters
  Score: Raw -434353.812296 + Penalty 2710.725761 = -431643.086535
  nChanged 32
		SP:Iteration 24Q (31255.670000 sec): 3 clusters
  Score: Raw -434364.258474 + Penalty 2710.725761 = -431653.532714
  nChanged 33
		SP:Iteration 25Q (31255.880000 sec): 3 clusters
  Score: Raw -434374.908455 + Penalty 2710.725761 = -431664.182694
  nChanged 23
		SP:Iteration 26Q (31256.090000 sec): 3 clusters
  Score: Raw -434382.040367 + Penalty 2710.725761 = -431671.314607
  nChanged 22
		SP:Iteration 27Q (31256.320000 sec): 3 clusters
  Score: Raw -434388.031778 + Penalty 2710.725761 = -431677.306017
  nChanged 17
		SP:Iteration 28Q (31256.550000 sec): 3 clusters
  Score: Raw -434392.230358 + Penalty 2710.725761 = -431681.504598
  nChanged 15
		SP:Iteration 29Q (31256.780000 sec): 3 clusters
  Score: Raw -434396.810879 + Penalty 2710.725761 = -431686.085119
  nChanged 16
		SP:Iteration 30Q (31257.060000 sec): 3 clusters
  Score: Raw -434401.270085 + Penalty 2710.725761 = -431690.544324
  nChanged 16
		SP:Iteration 31Q (31257.340000 sec): 3 clusters
  Score: Raw -434405.810513 + Penalty 2710.725761 = -431695.084753
  nChanged 18
		SP:Iteration 32Q (31257.520000 sec): 3 clusters
  Score: Raw -434411.060547 + Penalty 2710.725761 = -431700.334787
  nChanged 18
		SP:Iteration 33Q (31257.750000 sec): 3 clusters
  Score: Raw -434417.632037 + Penalty 2710.725761 = -431706.906276
  nChanged 18
		SP:Iteration 34Q (31258.000000 sec): 3 clusters
  Score: Raw -434422.775380 + Penalty 2710.725761 = -431712.049619
  nChanged 17
		SP:Iteration 35Q (31258.220000 sec): 3 clusters
  Score: Raw -434426.961947 + Penalty 2710.725761 = -431716.236186
  nChanged 16
		SP:Iteration 36Q (31258.500000 sec): 3 clusters
  Score: Raw -434431.817213 + Penalty 2710.725761 = -431721.091452
  nChanged 24
		SP:Iteration 37Q (31258.750000 sec): 3 clusters
  Score: Raw -434443.527605 + Penalty 2710.725761 = -431732.801844
  nChanged 28
		SP:Iteration 38Q (31259.010000 sec): 3 clusters
  Score: Raw -434452.725615 + Penalty 2710.725761 = -431741.999855
  nChanged 31
		SP:Iteration 39Q (31259.200000 sec): 3 clusters
  Score: Raw -434465.333364 + Penalty 2710.725761 = -431754.607604
  nChanged 32
		SP:Iteration 40F (31259.420000 sec): 3 clusters
  Score: Raw -434480.258442 + Penalty 2710.725761 = -431769.532681
  nChanged 39
		SP:Iteration 41Q (31259.590000 sec): 3 clusters
  Score: Raw -434497.661924 + Penalty 2710.725761 = -431786.936164
  nChanged 33
		SP:Iteration 42Q (31259.780000 sec): 3 clusters
  Score: Raw -434509.538896 + Penalty 2710.725761 = -431798.813135
  nChanged 30
		SP:Iteration 43Q (31259.980000 sec): 3 clusters
  Score: Raw -434521.829935 + Penalty 2710.725761 = -431811.104175
  nChanged 29
		SP:Iteration 44Q (31260.190000 sec): 3 clusters
  Score: Raw -434531.308122 + Penalty 2710.725761 = -431820.582362
  nChanged 32
		SP:Iteration 45Q (31260.440000 sec): 3 clusters
  Score: Raw -434541.703759 + Penalty 2710.725761 = -431830.977999
  nChanged 20
		SP:Iteration 46Q (31260.640000 sec): 3 clusters
  Score: Raw -434549.062925 + Penalty 2710.725761 = -431838.337165
  nChanged 20
		SP:Iteration 47Q (31260.860000 sec): 3 clusters
  Score: Raw -434556.894223 + Penalty 2710.725761 = -431846.168462
  nChanged 24
		SP:Iteration 48Q (31261.110000 sec): 3 clusters
  Score: Raw -434564.689322 + Penalty 2710.725761 = -431853.963562
  nChanged 30
		SP:Iteration 49Q (31261.300000 sec): 3 clusters
  Score: Raw -434576.130398 + Penalty 2710.725761 = -431865.404637
  nChanged 27
		SP:Iteration 50Q (31261.520000 sec): 3 clusters
  Score: Raw -434586.170577 + Penalty 2710.725761 = -431875.444816
  nChanged 29
		SP:Iteration 51Q (31261.710000 sec): 3 clusters
  Score: Raw -434598.576279 + Penalty 2710.725761 = -431887.850519
  nChanged 21
		SP:Iteration 52Q (31261.910000 sec): 3 clusters
  Score: Raw -434604.996196 + Penalty 2710.725761 = -431894.270435
  nChanged 13
		SP:Iteration 53Q (31262.190000 sec): 3 clusters
  Score: Raw -434608.806358 + Penalty 2710.725761 = -431898.080598
  nChanged 16
		SP:Iteration 54Q (31262.400000 sec): 3 clusters
  Score: Raw -434615.288862 + Penalty 2710.725761 = -431904.563101
  nChanged 18
		SP:Iteration 55Q (31262.640000 sec): 3 clusters
  Score: Raw -434621.350080 + Penalty 2710.725761 = -431910.624319
  nChanged 16
		SP:Iteration 56Q (31262.820000 sec): 3 clusters
  Score: Raw -434624.881205 + Penalty 2710.725761 = -431914.155444
  nChanged 15
		SP:Iteration 57Q (31263.040000 sec): 3 clusters
  Score: Raw -434628.246758 + Penalty 2710.725761 = -431917.520998
  nChanged 13
		SP:Iteration 58Q (31263.240000 sec): 3 clusters
  Score: Raw -434631.678002 + Penalty 2710.725761 = -431920.952242
  nChanged 12
		SP:Iteration 59Q (31263.440000 sec): 3 clusters
  Score: Raw -434635.504820 + Penalty 2710.725761 = -431924.779060
  nChanged 8
		SP:Iteration 60F (31263.650000 sec): 3 clusters
  Score: Raw -434638.179508 + Penalty 2710.725761 = -431927.453747
  nChanged 6
		SP:Iteration 61Q (31263.860000 sec): 3 clusters
  Score: Raw -434640.360585 + Penalty 2710.725761 = -431929.634824
  nChanged 5
		SP:Iteration 62Q (31264.080000 sec): 3 clusters
  Score: Raw -434642.084867 + Penalty 2710.725761 = -431931.359106
  nChanged 5
		SP:Iteration 63Q (31264.300000 sec): 3 clusters
  Score: Raw -434643.400611 + Penalty 2710.725761 = -431932.674851
  nChanged 4
		SP:Iteration 64Q (31264.520000 sec): 3 clusters
  Score: Raw -434644.706065 + Penalty 2710.725761 = -431933.980304
  nChanged 4
		SP:Iteration 65Q (31264.670000 sec): 3 clusters
  Score: Raw -434646.015433 + Penalty 2710.725761 = -431935.289672
  nChanged 6
		SP:Iteration 66Q (31264.880000 sec): 3 clusters
  Score: Raw -434649.033823 + Penalty 2710.725761 = -431938.308062
  nChanged 12
		SP:Iteration 67Q (31265.100000 sec): 3 clusters
  Score: Raw -434654.580942 + Penalty 2710.725761 = -431943.855182
  nChanged 15
		SP:Iteration 68Q (31265.290000 sec): 3 clusters
  Score: Raw -434660.928971 + Penalty 2710.725761 = -431950.203210
  nChanged 12
		SP:Iteration 69Q (31265.450000 sec): 3 clusters
  Score: Raw -434665.906378 + Penalty 2710.725761 = -431955.180617
  nChanged 14
		SP:Iteration 70Q (31265.640000 sec): 3 clusters
  Score: Raw -434669.548626 + Penalty 2710.725761 = -431958.822866
  nChanged 5
		SP:Iteration 71Q (31265.870000 sec): 3 clusters
  Score: Raw -434671.037859 + Penalty 2710.725761 = -431960.312099
  nChanged 6
		SP:Iteration 72Q (31266.040000 sec): 3 clusters
  Score: Raw -434672.853150 + Penalty 2710.725761 = -431962.127389
  nChanged 4
		SP:Iteration 73Q (31266.220000 sec): 3 clusters
  Score: Raw -434673.642990 + Penalty 2710.725761 = -431962.917229
  nChanged 1
		SP:Iteration 74Q (31266.410000 sec): 3 clusters
  Score: Raw -434673.905739 + Penalty 2710.725761 = -431963.179978
  nChanged 3
		SP:Iteration 75Q (31266.570000 sec): 3 clusters
  Score: Raw -434674.708428 + Penalty 2710.725761 = -431963.982667
  nChanged 2
		SP:Iteration 76Q (31266.780000 sec): 3 clusters
  Score: Raw -434675.352830 + Penalty 2710.725761 = -431964.627069
  nChanged 4
		SP:Iteration 77Q (31267.010000 sec): 3 clusters
  Score: Raw -434676.610327 + Penalty 2710.725761 = -431965.884566
  nChanged 9
		SP:Iteration 78Q (31267.190000 sec): 3 clusters
  Score: Raw -434679.543053 + Penalty 2710.725761 = -431968.817292
  nChanged 11
		SP:Iteration 79Q (31267.400000 sec): 3 clusters
  Score: Raw -434683.408521 + Penalty 2710.725761 = -431972.682760
  nChanged 7
		SP:Iteration 80F (31267.610000 sec): 3 clusters
  Score: Raw -434686.652766 + Penalty 2710.725761 = -431975.927006
  nChanged 6
		SP:Iteration 81Q (31267.830000 sec): 3 clusters
  Score: Raw -434689.120743 + Penalty 2710.725761 = -431978.394982
  nChanged 5
		SP:Iteration 82Q (31268.050000 sec): 3 clusters
  Score: Raw -434691.288837 + Penalty 2710.725761 = -431980.563076
  nChanged 2
		SP:Iteration 83Q (31268.250000 sec): 3 clusters
  Score: Raw -434691.577155 + Penalty 2710.725761 = -431980.851394
  nChanged 0
		SP:Iteration 84F (31268.430000 sec): 3 clusters
  Score: Raw -434691.577155 + Penalty 2710.725761 = -431980.851394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (18392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31268.550000 sec): 2 clusters
  Score: Raw -2040049.486767 + Penalty 1595.696548 = -2038453.790219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31268.840000 sec): 3 clusters
  Score: Raw -2029030.151297 + Penalty 3191.393097 = -2025838.758200
  nChanged 8236
		SP:Iteration 1F (31269.110000 sec): 3 clusters
  Score: Raw -2033397.645762 + Penalty 3191.393097 = -2030206.252665
  nChanged 809
		SP:Iteration 2Q (31269.340000 sec): 3 clusters
  Score: Raw -2033636.198042 + Penalty 3191.393097 = -2030444.804946
  nChanged 700
		SP:Iteration 3Q (31269.610000 sec): 3 clusters
  Score: Raw -2033854.891028 + Penalty 3191.393097 = -2030663.497932
  nChanged 685
		SP:Iteration 4Q (31269.900000 sec): 3 clusters
  Score: Raw -2034063.085626 + Penalty 3191.393097 = -2030871.692530
  nChanged 653
		SP:Iteration 5Q (31270.210000 sec): 3 clusters
  Score: Raw -2034265.294518 + Penalty 3191.393097 = -2031073.901422
  nChanged 593
		SP:Iteration 6Q (31270.470000 sec): 3 clusters
  Score: Raw -2034462.531558 + Penalty 3191.393097 = -2031271.138461
  nChanged 609
		SP:Iteration 7Q (31270.770000 sec): 3 clusters
  Score: Raw -2034675.235744 + Penalty 3191.393097 = -2031483.842647
  nChanged 605
		SP:Iteration 8Q (31271.000000 sec): 3 clusters
  Score: Raw -2034947.068722 + Penalty 3191.393097 = -2031755.675625
  nChanged 688
		SP:Iteration 9Q (31271.280000 sec): 3 clusters
  Score: Raw -2035303.324776 + Penalty 3191.393097 = -2032111.931679
  nChanged 749
		SP:Iteration 10Q (31271.590000 sec): 3 clusters
  Score: Raw -2035728.624232 + Penalty 3191.393097 = -2032537.231135
  nChanged 775
		SP:Iteration 11Q (31271.820000 sec): 3 clusters
  Score: Raw -2036204.074093 + Penalty 3191.393097 = -2033012.680996
  nChanged 842
		SP:Iteration 12Q (31272.070000 sec): 3 clusters
  Score: Raw -2036789.928526 + Penalty 3191.393097 = -2033598.535430
  nChanged 767
		SP:Iteration 13Q (31272.350000 sec): 3 clusters
  Score: Raw -2037311.667041 + Penalty 3191.393097 = -2034120.273944
  nChanged 674
		SP:Iteration 14Q (31272.660000 sec): 3 clusters
  Score: Raw -2037734.703463 + Penalty 3191.393097 = -2034543.310366
  nChanged 543
		SP:Iteration 15Q (31272.920000 sec): 3 clusters
  Score: Raw -2038058.358858 + Penalty 3191.393097 = -2034866.965762
  nChanged 457
		SP:Iteration 16Q (31273.200000 sec): 3 clusters
  Score: Raw -2038323.158306 + Penalty 3191.393097 = -2035131.765209
  nChanged 429
		SP:Iteration 17Q (31273.510000 sec): 3 clusters
  Score: Raw -2038567.373893 + Penalty 3191.393097 = -2035375.980796
  nChanged 365
		SP:Iteration 18Q (31273.770000 sec): 3 clusters
  Score: Raw -2038771.690285 + Penalty 3191.393097 = -2035580.297189
  nChanged 298
		SP:Iteration 19Q (31274.050000 sec): 3 clusters
  Score: Raw -2038933.670736 + Penalty 3191.393097 = -2035742.277639
  nChanged 283
		SP:Iteration 20F (31274.310000 sec): 3 clusters
  Score: Raw -2039095.832018 + Penalty 3191.393097 = -2035904.438921
  nChanged 234
		SP:Iteration 21Q (31274.550000 sec): 3 clusters
  Score: Raw -2039234.199818 + Penalty 3191.393097 = -2036042.806721
  nChanged 207
		SP:Iteration 22Q (31274.790000 sec): 3 clusters
  Score: Raw -2039352.934090 + Penalty 3191.393097 = -2036161.540993
  nChanged 187
		SP:Iteration 23Q (31274.970000 sec): 3 clusters
  Score: Raw -2039472.227382 + Penalty 3191.393097 = -2036280.834285
  nChanged 170
		SP:Iteration 24Q (31275.260000 sec): 3 clusters
  Score: Raw -2039586.906356 + Penalty 3191.393097 = -2036395.513260
  nChanged 162
		SP:Iteration 25Q (31275.450000 sec): 3 clusters
  Score: Raw -2039692.195837 + Penalty 3191.393097 = -2036500.802741
  nChanged 131
		SP:Iteration 26Q (31275.680000 sec): 3 clusters
  Score: Raw -2039779.701541 + Penalty 3191.393097 = -2036588.308444
  nChanged 114
		SP:Iteration 27Q (31275.870000 sec): 3 clusters
  Score: Raw -2039862.692552 + Penalty 3191.393097 = -2036671.299455
  nChanged 100
		SP:Iteration 28Q (31276.100000 sec): 3 clusters
  Score: Raw -2039948.716428 + Penalty 3191.393097 = -2036757.323331
  nChanged 77
		SP:Iteration 29Q (31276.340000 sec): 3 clusters
  Score: Raw -2040011.903985 + Penalty 3191.393097 = -2036820.510888
  nChanged 55
		SP:Iteration 30Q (31276.620000 sec): 3 clusters
  Score: Raw -2040064.690499 + Penalty 3191.393097 = -2036873.297403
  nChanged 49
		SP:Iteration 31Q (31276.860000 sec): 3 clusters
  Score: Raw -2040102.660325 + Penalty 3191.393097 = -2036911.267228
  nChanged 33
		SP:Iteration 32Q (31277.100000 sec): 3 clusters
  Score: Raw -2040129.142773 + Penalty 3191.393097 = -2036937.749677
  nChanged 23
		SP:Iteration 33Q (31277.350000 sec): 3 clusters
  Score: Raw -2040148.168337 + Penalty 3191.393097 = -2036956.775240
  nChanged 16
		SP:Iteration 34Q (31277.540000 sec): 3 clusters
  Score: Raw -2040164.172544 + Penalty 3191.393097 = -2036972.779448
  nChanged 13
		SP:Iteration 35Q (31277.780000 sec): 3 clusters
  Score: Raw -2040177.574282 + Penalty 3191.393097 = -2036986.181186
  nChanged 8
		SP:Iteration 36Q (31278.000000 sec): 3 clusters
  Score: Raw -2040185.468074 + Penalty 3191.393097 = -2036994.074977
  nChanged 7
		SP:Iteration 37Q (31278.270000 sec): 3 clusters
  Score: Raw -2040192.198868 + Penalty 3191.393097 = -2037000.805772
  nChanged 11
		SP:Iteration 38Q (31278.500000 sec): 3 clusters
  Score: Raw -2040206.019217 + Penalty 3191.393097 = -2037014.626120
  nChanged 7
		SP:Iteration 39Q (31278.750000 sec): 3 clusters
  Score: Raw -2040219.039576 + Penalty 3191.393097 = -2037027.646479
  nChanged 8
		SP:Iteration 40F (31279.000000 sec): 3 clusters
  Score: Raw -2040225.579941 + Penalty 3191.393097 = -2037034.186845
  nChanged 3
		SP:Iteration 41Q (31279.270000 sec): 3 clusters
  Score: Raw -2040227.062115 + Penalty 3191.393097 = -2037035.669018
  nChanged 0
		SP:Iteration 42F (31279.540000 sec): 3 clusters
  Score: Raw -2040227.062115 + Penalty 3191.393097 = -2037035.669018
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31279.640000 sec): 2 clusters
  Score: Raw -656658.505089 + Penalty 1414.723979 = -655243.781110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31279.840000 sec): 3 clusters
  Score: Raw -653398.022043 + Penalty 2829.447957 = -650568.574086
  nChanged 2552
		SP:Iteration 1F (31280.040000 sec): 3 clusters
  Score: Raw -654810.998908 + Penalty 2829.447957 = -651981.550951
  nChanged 471
		SP:Iteration 2F (31280.240000 sec): 3 clusters
  Score: Raw -655074.166881 + Penalty 2829.447957 = -652244.718924
  nChanged 367
		SP:Iteration 3F (31280.460000 sec): 3 clusters
  Score: Raw -655283.820735 + Penalty 2829.447957 = -652454.372778
  nChanged 344
		SP:Iteration 4F (31280.660000 sec): 3 clusters
  Score: Raw -655506.809660 + Penalty 2829.447957 = -652677.361703
  nChanged 342
		SP:Iteration 5F (31280.840000 sec): 3 clusters
  Score: Raw -655756.961746 + Penalty 2829.447957 = -652927.513788
  nChanged 313
		SP:Iteration 6F (31281.020000 sec): 3 clusters
  Score: Raw -655976.392978 + Penalty 2829.447957 = -653146.945021
  nChanged 257
		SP:Iteration 7Q (31281.230000 sec): 3 clusters
  Score: Raw -656134.810946 + Penalty 2829.447957 = -653305.362989
  nChanged 189
		SP:Iteration 8Q (31281.450000 sec): 3 clusters
  Score: Raw -656251.402344 + Penalty 2829.447957 = -653421.954387
  nChanged 166
		SP:Iteration 9Q (31281.630000 sec): 3 clusters
  Score: Raw -656345.464845 + Penalty 2829.447957 = -653516.016888
  nChanged 126
		SP:Iteration 10Q (31281.870000 sec): 3 clusters
  Score: Raw -656423.087358 + Penalty 2829.447957 = -653593.639401
  nChanged 131
		SP:Iteration 11Q (31282.040000 sec): 3 clusters
  Score: Raw -656494.878710 + Penalty 2829.447957 = -653665.430752
  nChanged 86
		SP:Iteration 12Q (31282.230000 sec): 3 clusters
  Score: Raw -656549.355889 + Penalty 2829.447957 = -653719.907932
  nChanged 93
		SP:Iteration 13Q (31282.410000 sec): 3 clusters
  Score: Raw -656612.156856 + Penalty 2829.447957 = -653782.708899
  nChanged 79
		SP:Iteration 14Q (31282.650000 sec): 3 clusters
  Score: Raw -656665.244383 + Penalty 2829.447957 = -653835.796426
  nChanged 70
		SP:Iteration 15Q (31282.810000 sec): 3 clusters
  Score: Raw -656710.660118 + Penalty 2829.447957 = -653881.212161
  nChanged 60
		SP:Iteration 16Q (31283.030000 sec): 3 clusters
  Score: Raw -656750.018156 + Penalty 2829.447957 = -653920.570199
  nChanged 40
		SP:Iteration 17Q (31283.220000 sec): 3 clusters
  Score: Raw -656775.345036 + Penalty 2829.447957 = -653945.897079
  nChanged 37
		SP:Iteration 18Q (31283.390000 sec): 3 clusters
  Score: Raw -656799.943130 + Penalty 2829.447957 = -653970.495173
  nChanged 25
		SP:Iteration 19Q (31283.590000 sec): 3 clusters
  Score: Raw -656820.131005 + Penalty 2829.447957 = -653990.683048
  nChanged 23
		SP:Iteration 20F (31283.820000 sec): 3 clusters
  Score: Raw -656835.234846 + Penalty 2829.447957 = -654005.786889
  nChanged 16
		SP:Iteration 21Q (31284.000000 sec): 3 clusters
  Score: Raw -656842.489447 + Penalty 2829.447957 = -654013.041490
  nChanged 10
		SP:Iteration 22Q (31284.190000 sec): 3 clusters
  Score: Raw -656847.391003 + Penalty 2829.447957 = -654017.943046
  nChanged 14
		SP:Iteration 23Q (31284.390000 sec): 3 clusters
  Score: Raw -656856.317455 + Penalty 2829.447957 = -654026.869497
  nChanged 17
		SP:Iteration 24Q (31284.610000 sec): 3 clusters
  Score: Raw -656868.672053 + Penalty 2829.447957 = -654039.224096
  nChanged 17
		SP:Iteration 25Q (31284.810000 sec): 3 clusters
  Score: Raw -656881.580204 + Penalty 2829.447957 = -654052.132247
  nChanged 11
		SP:Iteration 26Q (31284.990000 sec): 3 clusters
  Score: Raw -656887.980869 + Penalty 2829.447957 = -654058.532911
  nChanged 12
		SP:Iteration 27Q (31285.160000 sec): 3 clusters
  Score: Raw -656894.521871 + Penalty 2829.447957 = -654065.073914
  nChanged 7
		SP:Iteration 28Q (31285.350000 sec): 3 clusters
  Score: Raw -656899.537369 + Penalty 2829.447957 = -654070.089412
  nChanged 6
		SP:Iteration 29Q (31285.540000 sec): 3 clusters
  Score: Raw -656903.425407 + Penalty 2829.447957 = -654073.977450
  nChanged 6
		SP:Iteration 30Q (31285.760000 sec): 3 clusters
  Score: Raw -656908.313286 + Penalty 2829.447957 = -654078.865329
  nChanged 6
		SP:Iteration 31Q (31285.930000 sec): 3 clusters
  Score: Raw -656914.539848 + Penalty 2829.447957 = -654085.091891
  nChanged 6
		SP:Iteration 32Q (31286.130000 sec): 3 clusters
  Score: Raw -656918.847789 + Penalty 2829.447957 = -654089.399832
  nChanged 8
		SP:Iteration 33Q (31286.310000 sec): 3 clusters
  Score: Raw -656925.257090 + Penalty 2829.447957 = -654095.809133
  nChanged 6
		SP:Iteration 34Q (31286.490000 sec): 3 clusters
  Score: Raw -656929.902600 + Penalty 2829.447957 = -654100.454643
  nChanged 5
		SP:Iteration 35Q (31286.700000 sec): 3 clusters
  Score: Raw -656933.095877 + Penalty 2829.447957 = -654103.647920
  nChanged 5
		SP:Iteration 36Q (31286.890000 sec): 3 clusters
  Score: Raw -656936.573430 + Penalty 2829.447957 = -654107.125473
  nChanged 1
		SP:Iteration 37Q (31287.060000 sec): 3 clusters
  Score: Raw -656936.934545 + Penalty 2829.447957 = -654107.486588
  nChanged 0
		SP:Iteration 38F (31287.290000 sec): 3 clusters
  Score: Raw -656936.934545 + Penalty 2829.447957 = -654107.486588
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31287.370000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31287.550000 sec): 3 clusters
  Score: Raw -52997.651525 + Penalty 2034.984797 = -50962.666727
  nChanged 122
		SP:Iteration 1F (31287.750000 sec): 3 clusters
  Score: Raw -53161.957993 + Penalty 2034.984797 = -51126.973196
  nChanged 36
		SP:Iteration 2F (31287.970000 sec): 3 clusters
  Score: Raw -53216.940336 + Penalty 2034.984797 = -51181.955539
  nChanged 18
		SP:Iteration 3Q (31288.150000 sec): 3 clusters
  Score: Raw -53246.878750 + Penalty 2034.984797 = -51211.893952
  nChanged 12
		SP:Iteration 4Q (31288.330000 sec): 3 clusters
  Score: Raw -53270.522535 + Penalty 2034.984797 = -51235.537737
  nChanged 10
		SP:Iteration 5Q (31288.490000 sec): 3 clusters
  Score: Raw -53290.799516 + Penalty 2034.984797 = -51255.814718
  nChanged 8
		SP:Iteration 6Q (31288.670000 sec): 3 clusters
  Score: Raw -53302.423389 + Penalty 2034.984797 = -51267.438592
  nChanged 5
		SP:Iteration 7Q (31288.880000 sec): 3 clusters
  Score: Raw -53324.674688 + Penalty 2034.984797 = -51289.689891
  nChanged 5
		SP:Iteration 8Q (31289.080000 sec): 3 clusters
  Score: Raw -53333.015668 + Penalty 2034.984797 = -51298.030870
  nChanged 7
		SP:Iteration 9Q (31289.290000 sec): 3 clusters
  Score: Raw -53342.863737 + Penalty 2034.984797 = -51307.878939
  nChanged 8
		SP:Iteration 10Q (31289.490000 sec): 3 clusters
  Score: Raw -53358.638990 + Penalty 2034.984797 = -51323.654193
  nChanged 8
		SP:Iteration 11Q (31289.680000 sec): 3 clusters
  Score: Raw -53374.661716 + Penalty 2034.984797 = -51339.676919
  nChanged 5
		SP:Iteration 12Q (31289.900000 sec): 3 clusters
  Score: Raw -53384.710072 + Penalty 2034.984797 = -51349.725275
  nChanged 3
		SP:Iteration 13Q (31290.040000 sec): 3 clusters
  Score: Raw -53389.087661 + Penalty 2034.984797 = -51354.102864
  nChanged 2
		SP:Iteration 14Q (31290.230000 sec): 3 clusters
  Score: Raw -53390.848502 + Penalty 2034.984797 = -51355.863705
  nChanged 0
		SP:Iteration 15F (31290.470000 sec): 3 clusters
  Score: Raw -53390.848502 + Penalty 2034.984797 = -51355.863705
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31290.530000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31290.740000 sec): 3 clusters
  Score: Raw -50588.080241 + Penalty 2009.848390 = -48578.231852
  nChanged 99
		SP:Iteration 1F (31290.890000 sec): 3 clusters
  Score: Raw -50726.920976 + Penalty 2009.848390 = -48717.072586
  nChanged 30
		SP:Iteration 2F (31291.070000 sec): 3 clusters
  Score: Raw -50772.094348 + Penalty 2009.848390 = -48762.245958
  nChanged 13
		SP:Iteration 3Q (31291.250000 sec): 3 clusters
  Score: Raw -50791.925397 + Penalty 2009.848390 = -48782.077007
  nChanged 6
		SP:Iteration 4Q (31291.400000 sec): 3 clusters
  Score: Raw -50800.434080 + Penalty 2009.848390 = -48790.585690
  nChanged 4
		SP:Iteration 5Q (31291.560000 sec): 3 clusters
  Score: Raw -50806.777988 + Penalty 2009.848390 = -48796.929599
  nChanged 1
		SP:Iteration 6Q (31291.770000 sec): 3 clusters
  Score: Raw -50807.397669 + Penalty 2009.848390 = -48797.549280
  nChanged 0
		SP:Iteration 7F (31291.980000 sec): 3 clusters
  Score: Raw -50807.397669 + Penalty 2009.848390 = -48797.549280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (31292.080000 sec): 2 clusters
  Score: Raw -840429.416224 + Penalty 1459.032330 = -838970.383894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (31292.300000 sec): 3 clusters
  Score: Raw -836069.922904 + Penalty 2918.064659 = -833151.858245
  nChanged 3362
		SP:Iteration 1F (31292.500000 sec): 3 clusters
  Score: Raw -838146.718555 + Penalty 2918.064659 = -835228.653896
  nChanged 680
		SP:Iteration 2F (31292.760000 sec): 3 clusters
  Score: Raw -838665.864488 + Penalty 2918.064659 = -835747.799829
  nChanged 633
		SP:Iteration 3F (31292.960000 sec): 3 clusters
  Score: Raw -839172.890835 + Penalty 2918.064659 = -836254.826176
  nChanged 528
		SP:Iteration 4F (31293.200000 sec): 3 clusters
  Score: Raw -839582.466582 + Penalty 2918.064659 = -836664.401923
  nChanged 428
		SP:Iteration 5F (31293.420000 sec): 3 clusters
  Score: Raw -839876.589235 + Penalty 2918.064659 = -836958.524576
  nChanged 303
		SP:Iteration 6Q (31293.580000 sec): 3 clusters
  Score: Raw -840040.182326 + Penalty 2918.064659 = -837122.117667
  nChanged 198
		SP:Iteration 7Q (31293.820000 sec): 3 clusters
  Score: Raw -840141.278110 + Penalty 2918.064659 = -837223.213451
  nChanged 158
		SP:Iteration 8Q (31293.990000 sec): 3 clusters
  Score: Raw -840223.975841 + Penalty 2918.064659 = -837305.911182
  nChanged 129
		SP:Iteration 9Q (31294.200000 sec): 3 clusters
  Score: Raw -840288.542949 + Penalty 2918.064659 = -837370.478290
  nChanged 82
		SP:Iteration 10Q (31294.370000 sec): 3 clusters
  Score: Raw -840324.423359 + Penalty 2918.064659 = -837406.358700
  nChanged 69
		SP:Iteration 11Q (31294.590000 sec): 3 clusters
  Score: Raw -840356.608454 + Penalty 2918.064659 = -837438.543795
  nChanged 57
		SP:Iteration 12Q (31294.770000 sec): 3 clusters
  Score: Raw -840382.497208 + Penalty 2918.064659 = -837464.432548
  nChanged 41
		SP:Iteration 13Q (31294.980000 sec): 3 clusters
  Score: Raw -840397.032597 + Penalty 2918.064659 = -837478.967938
  nChanged 35
		SP:Iteration 14Q (31295.190000 sec): 3 clusters
  Score: Raw -840407.672292 + Penalty 2918.064659 = -837489.607633
  nChanged 38
		SP:Iteration 15Q (31295.410000 sec): 3 clusters
  Score: Raw -840425.192337 + Penalty 2918.064659 = -837507.127678
  nChanged 37
		SP:Iteration 16Q (31295.590000 sec): 3 clusters
  Score: Raw -840442.731440 + Penalty 2918.064659 = -837524.666781
  nChanged 32
		SP:Iteration 17Q (31295.780000 sec): 3 clusters
  Score: Raw -840455.680897 + Penalty 2918.064659 = -837537.616238
  nChanged 43
		SP:Iteration 18Q (31295.970000 sec): 3 clusters
  Score: Raw -840477.135918 + Penalty 2918.064659 = -837559.071259
  nChanged 33
		SP:Iteration 19Q (31296.180000 sec): 3 clusters
  Score: Raw -840490.767441 + Penalty 2918.064659 = -837572.702781
  nChanged 39
		SP:Iteration 20F (31296.400000 sec): 3 clusters
  Score: Raw -840509.619175 + Penalty 2918.064659 = -837591.554516
  nChanged 36
		SP:Iteration 21Q (31296.620000 sec): 3 clusters
  Score: Raw -840532.790593 + Penalty 2918.064659 = -837614.725933
  nChanged 44
		SP:Iteration 22Q (31296.800000 sec): 3 clusters
  Score: Raw -840554.861621 + Penalty 2918.064659 = -837636.796962
  nChanged 38
		SP:Iteration 23Q (31297.020000 sec): 3 clusters
  Score: Raw -840574.628327 + Penalty 2918.064659 = -837656.563667
  nChanged 35
		SP:Iteration 24Q (31297.190000 sec): 3 clusters
  Score: Raw -840592.068807 + Penalty 2918.064659 = -837674.004148
  nChanged 29
		SP:Iteration 25Q (31297.420000 sec): 3 clusters
  Score: Raw -840606.672248 + Penalty 2918.064659 = -837688.607589
  nChanged 28
		SP:Iteration 26Q (31297.600000 sec): 3 clusters
  Score: Raw -840619.095421 + Penalty 2918.064659 = -837701.030762
  nChanged 27
		SP:Iteration 27Q (31297.840000 sec): 3 clusters
  Score: Raw -840633.207898 + Penalty 2918.064659 = -837715.143239
  nChanged 23
		SP:Iteration 28Q (31298.080000 sec): 3 clusters
  Score: Raw -840642.845072 + Penalty 2918.064659 = -837724.780412
  nChanged 19
		SP:Iteration 29Q (31298.290000 sec): 3 clusters
  Score: Raw -840652.183504 + Penalty 2918.064659 = -837734.118845
  nChanged 22
		SP:Iteration 30Q (31298.490000 sec): 3 clusters
  Score: Raw -840664.051943 + Penalty 2918.064659 = -837745.987284
  nChanged 11
		SP:Iteration 31Q (31298.680000 sec): 3 clusters
  Score: Raw -840670.008762 + Penalty 2918.064659 = -837751.944103
  nChanged 10
		SP:Iteration 32Q (31298.860000 sec): 3 clusters
  Score: Raw -840675.762163 + Penalty 2918.064659 = -837757.697504
  nChanged 9
		SP:Iteration 33Q (31299.040000 sec): 3 clusters
  Score: Raw -840680.691353 + Penalty 2918.064659 = -837762.626694
  nChanged 8
		SP:Iteration 34Q (31299.220000 sec): 3 clusters
  Score: Raw -840684.499477 + Penalty 2918.064659 = -837766.434818
  nChanged 4
		SP:Iteration 35Q (31299.440000 sec): 3 clusters
  Score: Raw -840686.591447 + Penalty 2918.064659 = -837768.526788
  nChanged 6
		SP:Iteration 36Q (31299.660000 sec): 3 clusters
  Score: Raw -840689.180711 + Penalty 2918.064659 = -837771.116052
  nChanged 5
		SP:Iteration 37Q (31299.860000 sec): 3 clusters
  Score: Raw -840691.633446 + Penalty 2918.064659 = -837773.568787
  nChanged 7
		SP:Iteration 38Q (31300.040000 sec): 3 clusters
  Score: Raw -840695.026878 + Penalty 2918.064659 = -837776.962218
  nChanged 4
		SP:Iteration 39Q (31300.240000 sec): 3 clusters
  Score: Raw -840696.767805 + Penalty 2918.064659 = -837778.703146
  nChanged 7
		SP:Iteration 40F (31300.450000 sec): 3 clusters
  Score: Raw -840699.754120 + Penalty 2918.064659 = -837781.689461
  nChanged 9
		SP:Iteration 41Q (31300.660000 sec): 3 clusters
  Score: Raw -840702.780972 + Penalty 2918.064659 = -837784.716313
  nChanged 4
		SP:Iteration 42Q (31300.850000 sec): 3 clusters
  Score: Raw -840703.702223 + Penalty 2918.064659 = -837785.637564
  nChanged 1
		SP:Iteration 43Q (31301.060000 sec): 3 clusters
  Score: Raw -840703.988834 + Penalty 2918.064659 = -837785.924175
  nChanged 0
		SP:Iteration 44F (31301.270000 sec): 3 clusters
  Score: Raw -840703.988834 + Penalty 2918.064659 = -837785.924175
  nChanged 0
Iteration 299Q (31379.070000 sec): 75 clusters
  Score: Raw -138129413.326486 + Penalty 169872.908604 = -137959540.417881
  nChanged 1143
Iteration 300F (31535.440000 sec): 75 clusters
  Score: Raw -138129824.968468 + Penalty 169872.908604 = -137959952.059863
  nChanged 1005
Iteration 301Q (31614.890000 sec): 75 clusters
  Score: Raw -138129980.920397 + Penalty 169872.908604 = -137960108.011792
  nChanged 706
Iteration 302Q (31700.880000 sec): 75 clusters
  Score: Raw -138130060.830602 + Penalty 169872.908604 = -137960187.921998
  nChanged 541
Iteration 303Q (31787.670000 sec): 75 clusters
  Score: Raw -138130110.675070 + Penalty 169872.908604 = -137960237.766465
  nChanged 460
Iteration 304Q (31870.280000 sec): 75 clusters
  Score: Raw -138130147.199412 + Penalty 169872.908604 = -137960274.290808
  nChanged 400
Iteration 305Q (31958.060000 sec): 75 clusters
  Score: Raw -138130177.517053 + Penalty 169872.908604 = -137960304.608448
  nChanged 393
Iteration 306Q (32048.630000 sec): 75 clusters
  Score: Raw -138130203.617425 + Penalty 169872.908604 = -137960330.708821
  nChanged 339
Iteration 307Q (32134.800000 sec): 75 clusters
  Score: Raw -138130223.747168 + Penalty 169872.908604 = -137960350.838564
  nChanged 293
Iteration 308Q (32221.000000 sec): 75 clusters
  Score: Raw -138130238.996275 + Penalty 169872.908604 = -137960366.087670
  nChanged 255
Iteration 309Q (32311.150000 sec): 75 clusters
  Score: Raw -138130251.929567 + Penalty 169872.908604 = -137960379.020962
  nChanged 252
Iteration 310Q (32397.100000 sec): 75 clusters
  Score: Raw -138130266.189034 + Penalty 169872.908604 = -137960393.280430
  nChanged 223
Iteration 311Q (32479.120000 sec): 75 clusters
  Score: Raw -138130277.478939 + Penalty 169872.908604 = -137960404.570335
  nChanged 233
Iteration 312Q (32560.830000 sec): 75 clusters
  Score: Raw -138130288.720067 + Penalty 169872.908604 = -137960415.811462
  nChanged 213
Iteration 313Q (32650.610000 sec): 75 clusters
  Score: Raw -138130299.774760 + Penalty 169872.908604 = -137960426.866155
  nChanged 203
Iteration 314Q (32747.480000 sec): 75 clusters
  Score: Raw -138130310.983453 + Penalty 169872.908604 = -137960438.074848
  nChanged 218
Iteration 315Q (32841.610000 sec): 75 clusters
  Score: Raw -138130322.813958 + Penalty 169872.908604 = -137960449.905354
  nChanged 174
Iteration 316Q (32933.830000 sec): 75 clusters
  Score: Raw -138130331.135499 + Penalty 169872.908604 = -137960458.226895
  nChanged 154
Iteration 317Q (33018.050000 sec): 75 clusters
  Score: Raw -138130339.452389 + Penalty 169872.908604 = -137960466.543784
  nChanged 160
Iteration 318Q (33107.980000 sec): 75 clusters
  Score: Raw -138130347.037644 + Penalty 169872.908604 = -137960474.129039
  nChanged 155
Iteration 319Q (33199.380000 sec): 75 clusters
  Score: Raw -138130354.134419 + Penalty 169872.908604 = -137960481.225815
  nChanged 145
Iteration 320F (33363.520000 sec): 75 clusters
  Score: Raw -138130360.317905 + Penalty 169872.908604 = -137960487.409301
  nChanged 141
Iteration 321Q (33454.010000 sec): 75 clusters
  Score: Raw -138130368.176761 + Penalty 169872.908604 = -137960495.268156
  nChanged 140
Iteration 322Q (33533.080000 sec): 75 clusters
  Score: Raw -138130376.196127 + Penalty 169872.908604 = -137960503.287523
  nChanged 135
Iteration 323Q (33613.680000 sec): 75 clusters
  Score: Raw -138130382.602439 + Penalty 169872.908604 = -137960509.693834
  nChanged 106
Iteration 324Q (33693.820000 sec): 75 clusters
  Score: Raw -138130387.509070 + Penalty 169872.908604 = -137960514.600465
  nChanged 87
Iteration 325Q (33781.340000 sec): 75 clusters
  Score: Raw -138130392.148121 + Penalty 169872.908604 = -137960519.239516
  nChanged 81
Iteration 326Q (33868.010000 sec): 75 clusters
  Score: Raw -138130395.733974 + Penalty 169872.908604 = -137960522.825369
  nChanged 92
Iteration 327Q (33952.650000 sec): 75 clusters
  Score: Raw -138130400.859525 + Penalty 169872.908604 = -137960527.950921
  nChanged 80
Iteration 328Q (34044.490000 sec): 75 clusters
  Score: Raw -138130404.874414 + Penalty 169872.908604 = -137960531.965810
  nChanged 72
Iteration 329Q (34138.920000 sec): 75 clusters
  Score: Raw -138130407.667028 + Penalty 169872.908604 = -137960534.758424
  nChanged 64
Iteration 330Q (34226.210000 sec): 75 clusters
  Score: Raw -138130410.862350 + Penalty 169872.908604 = -137960537.953746
  nChanged 61
Iteration 331Q (34315.400000 sec): 75 clusters
  Score: Raw -138130413.040016 + Penalty 169872.908604 = -137960540.131412
  nChanged 72
Iteration 332Q (34406.610000 sec): 75 clusters
  Score: Raw -138130415.077670 + Penalty 169872.908604 = -137960542.169065
  nChanged 60
Iteration 333Q (34494.640000 sec): 75 clusters
  Score: Raw -138130416.785501 + Penalty 169872.908604 = -137960543.876896
  nChanged 72
Iteration 334Q (34582.530000 sec): 75 clusters
  Score: Raw -138130418.648205 + Penalty 169872.908604 = -137960545.739600
  nChanged 66
Iteration 335Q (34664.500000 sec): 75 clusters
  Score: Raw -138130420.667921 + Penalty 169872.908604 = -137960547.759317
  nChanged 51
Iteration 336Q (34739.800000 sec): 75 clusters
  Score: Raw -138130422.354069 + Penalty 169872.908604 = -137960549.445464
  nChanged 57
Iteration 337Q (34818.970000 sec): 75 clusters
  Score: Raw -138130423.833705 + Penalty 169872.908604 = -137960550.925101
  nChanged 48
Iteration 338Q (34895.500000 sec): 75 clusters
  Score: Raw -138130424.811324 + Penalty 169872.908604 = -137960551.902719
  nChanged 37
Writing temp clu file 
Because OldScore, -137960550.925101, is greater than current (better) Score,-137960551.902719 
 Compute initial score before splitting:   Score: Raw -138130424.811324 + Penalty 169872.908604 = -137960551.902719
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34895.940000 sec): 2 clusters
  Score: Raw -354673.037663 + Penalty 1336.077671 = -353336.959992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34896.130000 sec): 3 clusters
  Score: Raw -352913.467751 + Penalty 2672.155342 = -350241.312409
  nChanged 1482
		SP:Iteration 1F (34896.330000 sec): 3 clusters
  Score: Raw -353964.790391 + Penalty 2672.155342 = -351292.635049
  nChanged 349
		SP:Iteration 2F (34896.540000 sec): 3 clusters
  Score: Raw -354244.313226 + Penalty 2672.155342 = -351572.157884
  nChanged 232
		SP:Iteration 3F (34896.720000 sec): 3 clusters
  Score: Raw -354403.350334 + Penalty 2672.155342 = -351731.194992
  nChanged 179
		SP:Iteration 4Q (34896.900000 sec): 3 clusters
  Score: Raw -354554.837495 + Penalty 2672.155342 = -351882.682153
  nChanged 156
		SP:Iteration 5Q (34897.120000 sec): 3 clusters
  Score: Raw -354694.330338 + Penalty 2672.155342 = -352022.174996
  nChanged 146
		SP:Iteration 6Q (34897.330000 sec): 3 clusters
  Score: Raw -354831.249206 + Penalty 2672.155342 = -352159.093864
  nChanged 138
		SP:Iteration 7Q (34897.490000 sec): 3 clusters
  Score: Raw -354965.638051 + Penalty 2672.155342 = -352293.482709
  nChanged 134
		SP:Iteration 8Q (34897.730000 sec): 3 clusters
  Score: Raw -355082.371252 + Penalty 2672.155342 = -352410.215910
  nChanged 108
		SP:Iteration 9Q (34897.890000 sec): 3 clusters
  Score: Raw -355155.016379 + Penalty 2672.155342 = -352482.861037
  nChanged 86
		SP:Iteration 10Q (34898.060000 sec): 3 clusters
  Score: Raw -355207.788558 + Penalty 2672.155342 = -352535.633216
  nChanged 65
		SP:Iteration 11Q (34898.230000 sec): 3 clusters
  Score: Raw -355242.543991 + Penalty 2672.155342 = -352570.388649
  nChanged 45
		SP:Iteration 12Q (34898.440000 sec): 3 clusters
  Score: Raw -355265.422829 + Penalty 2672.155342 = -352593.267487
  nChanged 44
		SP:Iteration 13Q (34898.610000 sec): 3 clusters
  Score: Raw -355288.540497 + Penalty 2672.155342 = -352616.385155
  nChanged 40
		SP:Iteration 14Q (34898.810000 sec): 3 clusters
  Score: Raw -355307.046144 + Penalty 2672.155342 = -352634.890802
  nChanged 28
		SP:Iteration 15Q (34898.980000 sec): 3 clusters
  Score: Raw -355316.032886 + Penalty 2672.155342 = -352643.877544
  nChanged 18
		SP:Iteration 16Q (34899.170000 sec): 3 clusters
  Score: Raw -355324.402411 + Penalty 2672.155342 = -352652.247069
  nChanged 19
		SP:Iteration 17Q (34899.390000 sec): 3 clusters
  Score: Raw -355333.424420 + Penalty 2672.155342 = -352661.269077
  nChanged 20
		SP:Iteration 18Q (34899.620000 sec): 3 clusters
  Score: Raw -355340.579477 + Penalty 2672.155342 = -352668.424135
  nChanged 7
		SP:Iteration 19Q (34899.770000 sec): 3 clusters
  Score: Raw -355342.805958 + Penalty 2672.155342 = -352670.650616
  nChanged 4
		SP:Iteration 20F (34899.980000 sec): 3 clusters
  Score: Raw -355344.748062 + Penalty 2672.155342 = -352672.592719
  nChanged 5
		SP:Iteration 21Q (34900.230000 sec): 3 clusters
  Score: Raw -355347.427260 + Penalty 2672.155342 = -352675.271918
  nChanged 4
		SP:Iteration 22Q (34900.430000 sec): 3 clusters
  Score: Raw -355348.429481 + Penalty 2672.155342 = -352676.274139
  nChanged 6
		SP:Iteration 23Q (34900.640000 sec): 3 clusters
  Score: Raw -355350.856381 + Penalty 2672.155342 = -352678.701039
  nChanged 7
		SP:Iteration 24Q (34900.790000 sec): 3 clusters
  Score: Raw -355353.414315 + Penalty 2672.155342 = -352681.258973
  nChanged 5
		SP:Iteration 25Q (34901.020000 sec): 3 clusters
  Score: Raw -355354.474450 + Penalty 2672.155342 = -352682.319108
  nChanged 2
		SP:Iteration 26Q (34901.170000 sec): 3 clusters
  Score: Raw -355355.415856 + Penalty 2672.155342 = -352683.260514
  nChanged 2
		SP:Iteration 27Q (34901.370000 sec): 3 clusters
  Score: Raw -355355.919683 + Penalty 2672.155342 = -352683.764341
  nChanged 1
		SP:Iteration 28Q (34901.570000 sec): 3 clusters
  Score: Raw -355356.155293 + Penalty 2672.155342 = -352683.999951
  nChanged 0
		SP:Iteration 29F (34901.770000 sec): 3 clusters
  Score: Raw -355356.155293 + Penalty 2672.155342 = -352683.999951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34902.220000 sec): 2 clusters
  Score: Raw -9125965.235160 + Penalty 1845.485346 = -9124119.749813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34902.870000 sec): 3 clusters
  Score: Raw -9070729.677786 + Penalty 3690.970693 = -9067038.707093
  nChanged 40658
		SP:Iteration 1F (34903.450000 sec): 3 clusters
  Score: Raw -9093962.315115 + Penalty 3690.970693 = -9090271.344422
  nChanged 2603
		SP:Iteration 2Q (34904.100000 sec): 3 clusters
  Score: Raw -9094486.091661 + Penalty 3690.970693 = -9090795.120968
  nChanged 2517
		SP:Iteration 3Q (34904.640000 sec): 3 clusters
  Score: Raw -9095026.760323 + Penalty 3690.970693 = -9091335.789630
  nChanged 2635
		SP:Iteration 4Q (34905.200000 sec): 3 clusters
  Score: Raw -9095650.066664 + Penalty 3690.970693 = -9091959.095971
  nChanged 2762
		SP:Iteration 5Q (34905.800000 sec): 3 clusters
  Score: Raw -9096369.688373 + Penalty 3690.970693 = -9092678.717680
  nChanged 3084
		SP:Iteration 6Q (34906.420000 sec): 3 clusters
  Score: Raw -9097286.223975 + Penalty 3690.970693 = -9093595.253282
  nChanged 3380
		SP:Iteration 7Q (34907.170000 sec): 3 clusters
  Score: Raw -9098399.581792 + Penalty 3690.970693 = -9094708.611099
  nChanged 3655
		SP:Iteration 8Q (34907.780000 sec): 3 clusters
  Score: Raw -9099679.365772 + Penalty 3690.970693 = -9095988.395079
  nChanged 3972
		SP:Iteration 9Q (34908.440000 sec): 3 clusters
  Score: Raw -9101153.486974 + Penalty 3690.970693 = -9097462.516281
  nChanged 3968
		SP:Iteration 10Q (34909.070000 sec): 3 clusters
  Score: Raw -9102694.596132 + Penalty 3690.970693 = -9099003.625439
  nChanged 3928
		SP:Iteration 11Q (34909.720000 sec): 3 clusters
  Score: Raw -9104144.802952 + Penalty 3690.970693 = -9100453.832259
  nChanged 3650
		SP:Iteration 12Q (34910.370000 sec): 3 clusters
  Score: Raw -9105434.296840 + Penalty 3690.970693 = -9101743.326147
  nChanged 3252
		SP:Iteration 13Q (34911.040000 sec): 3 clusters
  Score: Raw -9106498.815199 + Penalty 3690.970693 = -9102807.844506
  nChanged 2969
		SP:Iteration 14Q (34911.680000 sec): 3 clusters
  Score: Raw -9107476.499740 + Penalty 3690.970693 = -9103785.529047
  nChanged 2823
		SP:Iteration 15Q (34912.250000 sec): 3 clusters
  Score: Raw -9108476.083500 + Penalty 3690.970693 = -9104785.112807
  nChanged 2940
		SP:Iteration 16Q (34912.790000 sec): 3 clusters
  Score: Raw -9109672.616883 + Penalty 3690.970693 = -9105981.646190
  nChanged 3156
		SP:Iteration 17Q (34913.350000 sec): 3 clusters
  Score: Raw -9111220.254236 + Penalty 3690.970693 = -9107529.283544
  nChanged 3518
		SP:Iteration 18Q (34913.920000 sec): 3 clusters
  Score: Raw -9113343.005904 + Penalty 3690.970693 = -9109652.035211
  nChanged 3805
		SP:Iteration 19Q (34914.470000 sec): 3 clusters
  Score: Raw -9116202.445428 + Penalty 3690.970693 = -9112511.474735
  nChanged 3973
		SP:Iteration 20F (34914.960000 sec): 3 clusters
  Score: Raw -9119711.259843 + Penalty 3690.970693 = -9116020.289150
  nChanged 3325
		SP:Iteration 21Q (34915.400000 sec): 3 clusters
  Score: Raw -9122689.939882 + Penalty 3690.970693 = -9118998.969189
  nChanged 2152
		SP:Iteration 22Q (34915.880000 sec): 3 clusters
  Score: Raw -9124471.780233 + Penalty 3690.970693 = -9120780.809540
  nChanged 1135
		SP:Iteration 23Q (34916.320000 sec): 3 clusters
  Score: Raw -9125327.569790 + Penalty 3690.970693 = -9121636.599097
  nChanged 611
		SP:Iteration 24Q (34916.790000 sec): 3 clusters
  Score: Raw -9125761.400515 + Penalty 3690.970693 = -9122070.429823
  nChanged 319
		SP:Iteration 25Q (34917.200000 sec): 3 clusters
  Score: Raw -9125987.028660 + Penalty 3690.970693 = -9122296.057968
  nChanged 174
		SP:Iteration 26Q (34917.580000 sec): 3 clusters
  Score: Raw -9126103.018109 + Penalty 3690.970693 = -9122412.047416
  nChanged 94
		SP:Iteration 27Q (34918.010000 sec): 3 clusters
  Score: Raw -9126166.477774 + Penalty 3690.970693 = -9122475.507081
  nChanged 53
		SP:Iteration 28Q (34918.420000 sec): 3 clusters
  Score: Raw -9126204.741596 + Penalty 3690.970693 = -9122513.770903
  nChanged 41
		SP:Iteration 29Q (34918.830000 sec): 3 clusters
  Score: Raw -9126235.730871 + Penalty 3690.970693 = -9122544.760178
  nChanged 31
		SP:Iteration 30Q (34919.290000 sec): 3 clusters
  Score: Raw -9126256.337909 + Penalty 3690.970693 = -9122565.367216
  nChanged 24
		SP:Iteration 31Q (34919.790000 sec): 3 clusters
  Score: Raw -9126274.764075 + Penalty 3690.970693 = -9122583.793382
  nChanged 15
		SP:Iteration 32Q (34920.310000 sec): 3 clusters
  Score: Raw -9126284.996525 + Penalty 3690.970693 = -9122594.025832
  nChanged 13
		SP:Iteration 33Q (34920.780000 sec): 3 clusters
  Score: Raw -9126294.684415 + Penalty 3690.970693 = -9122603.713722
  nChanged 15
		SP:Iteration 34Q (34921.270000 sec): 3 clusters
  Score: Raw -9126303.727072 + Penalty 3690.970693 = -9122612.756379
  nChanged 8
		SP:Iteration 35Q (34921.790000 sec): 3 clusters
  Score: Raw -9126308.639788 + Penalty 3690.970693 = -9122617.669095
  nChanged 10
		SP:Iteration 36Q (34922.270000 sec): 3 clusters
  Score: Raw -9126314.904563 + Penalty 3690.970693 = -9122623.933870
  nChanged 6
		SP:Iteration 37Q (34922.760000 sec): 3 clusters
  Score: Raw -9126318.220300 + Penalty 3690.970693 = -9122627.249607
  nChanged 6
		SP:Iteration 38Q (34923.280000 sec): 3 clusters
  Score: Raw -9126322.611835 + Penalty 3690.970693 = -9122631.641142
  nChanged 6
		SP:Iteration 39Q (34923.770000 sec): 3 clusters
  Score: Raw -9126327.513042 + Penalty 3690.970693 = -9122636.542349
  nChanged 10
		SP:Iteration 40F (34924.300000 sec): 3 clusters
  Score: Raw -9126335.037746 + Penalty 3690.970693 = -9122644.067054
  nChanged 9
		SP:Iteration 41Q (34924.820000 sec): 3 clusters
  Score: Raw -9126343.052886 + Penalty 3690.970693 = -9122652.082193
  nChanged 10
		SP:Iteration 42Q (34925.360000 sec): 3 clusters
  Score: Raw -9126348.923043 + Penalty 3690.970693 = -9122657.952350
  nChanged 7
		SP:Iteration 43Q (34925.810000 sec): 3 clusters
  Score: Raw -9126353.102750 + Penalty 3690.970693 = -9122662.132057
  nChanged 8
		SP:Iteration 44Q (34926.240000 sec): 3 clusters
  Score: Raw -9126358.103605 + Penalty 3690.970693 = -9122667.132912
  nChanged 4
		SP:Iteration 45Q (34926.690000 sec): 3 clusters
  Score: Raw -9126360.393004 + Penalty 3690.970693 = -9122669.422311
  nChanged 2
		SP:Iteration 46Q (34927.120000 sec): 3 clusters
  Score: Raw -9126361.266326 + Penalty 3690.970693 = -9122670.295634
  nChanged 4
		SP:Iteration 47Q (34927.530000 sec): 3 clusters
  Score: Raw -9126363.120968 + Penalty 3690.970693 = -9122672.150275
  nChanged 1
		SP:Iteration 48Q (34927.990000 sec): 3 clusters
  Score: Raw -9126363.481314 + Penalty 3690.970693 = -9122672.510621
  nChanged 0
		SP:Iteration 49F (34928.480000 sec): 3 clusters
  Score: Raw -9126363.481314 + Penalty 3690.970693 = -9122672.510621
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34928.710000 sec): 2 clusters
  Score: Raw -2643455.842484 + Penalty 1643.845860 = -2641811.996624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34928.990000 sec): 3 clusters
  Score: Raw -2628354.076335 + Penalty 3287.691720 = -2625066.384615
  nChanged 11322
		SP:Iteration 1F (34929.310000 sec): 3 clusters
  Score: Raw -2634383.906799 + Penalty 3287.691720 = -2631096.215079
  nChanged 1080
		SP:Iteration 2Q (34929.600000 sec): 3 clusters
  Score: Raw -2634715.144012 + Penalty 3287.691720 = -2631427.452291
  nChanged 1022
		SP:Iteration 3Q (34929.860000 sec): 3 clusters
  Score: Raw -2635010.888190 + Penalty 3287.691720 = -2631723.196470
  nChanged 911
		SP:Iteration 4Q (34930.180000 sec): 3 clusters
  Score: Raw -2635273.840753 + Penalty 3287.691720 = -2631986.149032
  nChanged 898
		SP:Iteration 5Q (34930.520000 sec): 3 clusters
  Score: Raw -2635556.950408 + Penalty 3287.691720 = -2632269.258688
  nChanged 917
		SP:Iteration 6Q (34930.810000 sec): 3 clusters
  Score: Raw -2635891.407691 + Penalty 3287.691720 = -2632603.715971
  nChanged 941
		SP:Iteration 7Q (34931.150000 sec): 3 clusters
  Score: Raw -2636304.449271 + Penalty 3287.691720 = -2633016.757551
  nChanged 1016
		SP:Iteration 8Q (34931.500000 sec): 3 clusters
  Score: Raw -2636789.022889 + Penalty 3287.691720 = -2633501.331169
  nChanged 1087
		SP:Iteration 9Q (34931.770000 sec): 3 clusters
  Score: Raw -2637362.365883 + Penalty 3287.691720 = -2634074.674163
  nChanged 1088
		SP:Iteration 10Q (34932.060000 sec): 3 clusters
  Score: Raw -2637933.219496 + Penalty 3287.691720 = -2634645.527776
  nChanged 1047
		SP:Iteration 11Q (34932.410000 sec): 3 clusters
  Score: Raw -2638438.997819 + Penalty 3287.691720 = -2635151.306099
  nChanged 954
		SP:Iteration 12Q (34932.800000 sec): 3 clusters
  Score: Raw -2638846.042480 + Penalty 3287.691720 = -2635558.350760
  nChanged 813
		SP:Iteration 13Q (34933.080000 sec): 3 clusters
  Score: Raw -2639144.040868 + Penalty 3287.691720 = -2635856.349148
  nChanged 639
		SP:Iteration 14Q (34933.360000 sec): 3 clusters
  Score: Raw -2639336.895664 + Penalty 3287.691720 = -2636049.203944
  nChanged 493
		SP:Iteration 15Q (34933.630000 sec): 3 clusters
  Score: Raw -2639463.461146 + Penalty 3287.691720 = -2636175.769426
  nChanged 392
		SP:Iteration 16Q (34933.950000 sec): 3 clusters
  Score: Raw -2639548.017687 + Penalty 3287.691720 = -2636260.325967
  nChanged 317
		SP:Iteration 17Q (34934.290000 sec): 3 clusters
  Score: Raw -2639611.933692 + Penalty 3287.691720 = -2636324.241972
  nChanged 268
		SP:Iteration 18Q (34934.560000 sec): 3 clusters
  Score: Raw -2639664.993187 + Penalty 3287.691720 = -2636377.301467
  nChanged 229
		SP:Iteration 19Q (34934.840000 sec): 3 clusters
  Score: Raw -2639706.071136 + Penalty 3287.691720 = -2636418.379416
  nChanged 204
		SP:Iteration 20F (34935.100000 sec): 3 clusters
  Score: Raw -2639742.998918 + Penalty 3287.691720 = -2636455.307198
  nChanged 202
		SP:Iteration 21Q (34935.400000 sec): 3 clusters
  Score: Raw -2639787.125100 + Penalty 3287.691720 = -2636499.433379
  nChanged 232
		SP:Iteration 22Q (34935.720000 sec): 3 clusters
  Score: Raw -2639839.000990 + Penalty 3287.691720 = -2636551.309270
  nChanged 224
		SP:Iteration 23Q (34935.960000 sec): 3 clusters
  Score: Raw -2639886.113796 + Penalty 3287.691720 = -2636598.422076
  nChanged 219
		SP:Iteration 24Q (34936.240000 sec): 3 clusters
  Score: Raw -2639932.555998 + Penalty 3287.691720 = -2636644.864278
  nChanged 216
		SP:Iteration 25Q (34936.490000 sec): 3 clusters
  Score: Raw -2639988.088845 + Penalty 3287.691720 = -2636700.397125
  nChanged 253
		SP:Iteration 26Q (34936.780000 sec): 3 clusters
  Score: Raw -2640047.590475 + Penalty 3287.691720 = -2636759.898755
  nChanged 258
		SP:Iteration 27Q (34937.040000 sec): 3 clusters
  Score: Raw -2640107.278433 + Penalty 3287.691720 = -2636819.586713
  nChanged 243
		SP:Iteration 28Q (34937.310000 sec): 3 clusters
  Score: Raw -2640162.362618 + Penalty 3287.691720 = -2636874.670898
  nChanged 228
		SP:Iteration 29Q (34937.590000 sec): 3 clusters
  Score: Raw -2640214.726496 + Penalty 3287.691720 = -2636927.034776
  nChanged 187
		SP:Iteration 30Q (34937.840000 sec): 3 clusters
  Score: Raw -2640253.216701 + Penalty 3287.691720 = -2636965.524981
  nChanged 192
		SP:Iteration 31Q (34938.110000 sec): 3 clusters
  Score: Raw -2640293.022306 + Penalty 3287.691720 = -2637005.330586
  nChanged 193
		SP:Iteration 32Q (34938.410000 sec): 3 clusters
  Score: Raw -2640333.056049 + Penalty 3287.691720 = -2637045.364329
  nChanged 197
		SP:Iteration 33Q (34938.690000 sec): 3 clusters
  Score: Raw -2640376.038980 + Penalty 3287.691720 = -2637088.347260
  nChanged 218
		SP:Iteration 34Q (34938.940000 sec): 3 clusters
  Score: Raw -2640426.280282 + Penalty 3287.691720 = -2637138.588561
  nChanged 237
		SP:Iteration 35Q (34939.160000 sec): 3 clusters
  Score: Raw -2640480.457607 + Penalty 3287.691720 = -2637192.765887
  nChanged 205
		SP:Iteration 36Q (34939.420000 sec): 3 clusters
  Score: Raw -2640522.737413 + Penalty 3287.691720 = -2637235.045693
  nChanged 215
		SP:Iteration 37Q (34939.740000 sec): 3 clusters
  Score: Raw -2640569.957378 + Penalty 3287.691720 = -2637282.265658
  nChanged 229
		SP:Iteration 38Q (34940.040000 sec): 3 clusters
  Score: Raw -2640623.921389 + Penalty 3287.691720 = -2637336.229669
  nChanged 211
		SP:Iteration 39Q (34940.350000 sec): 3 clusters
  Score: Raw -2640681.693926 + Penalty 3287.691720 = -2637394.002206
  nChanged 232
		SP:Iteration 40F (34940.610000 sec): 3 clusters
  Score: Raw -2640745.443623 + Penalty 3287.691720 = -2637457.751903
  nChanged 256
		SP:Iteration 41Q (34940.880000 sec): 3 clusters
  Score: Raw -2640814.812882 + Penalty 3287.691720 = -2637527.121162
  nChanged 252
		SP:Iteration 42Q (34941.150000 sec): 3 clusters
  Score: Raw -2640883.585156 + Penalty 3287.691720 = -2637595.893436
  nChanged 251
		SP:Iteration 43Q (34941.380000 sec): 3 clusters
  Score: Raw -2640962.433307 + Penalty 3287.691720 = -2637674.741587
  nChanged 257
		SP:Iteration 44Q (34941.660000 sec): 3 clusters
  Score: Raw -2641040.921967 + Penalty 3287.691720 = -2637753.230246
  nChanged 243
		SP:Iteration 45Q (34941.930000 sec): 3 clusters
  Score: Raw -2641113.008116 + Penalty 3287.691720 = -2637825.316396
  nChanged 267
		SP:Iteration 46Q (34942.150000 sec): 3 clusters
  Score: Raw -2641193.439177 + Penalty 3287.691720 = -2637905.747457
  nChanged 259
		SP:Iteration 47Q (34942.430000 sec): 3 clusters
  Score: Raw -2641273.144170 + Penalty 3287.691720 = -2637985.452450
  nChanged 265
		SP:Iteration 48Q (34942.670000 sec): 3 clusters
  Score: Raw -2641354.280298 + Penalty 3287.691720 = -2638066.588577
  nChanged 279
		SP:Iteration 49Q (34942.960000 sec): 3 clusters
  Score: Raw -2641446.697538 + Penalty 3287.691720 = -2638159.005818
  nChanged 280
		SP:Iteration 50Q (34943.240000 sec): 3 clusters
  Score: Raw -2641549.017951 + Penalty 3287.691720 = -2638261.326231
  nChanged 302
		SP:Iteration 51Q (34943.450000 sec): 3 clusters
  Score: Raw -2641657.327867 + Penalty 3287.691720 = -2638369.636147
  nChanged 274
		SP:Iteration 52Q (34943.720000 sec): 3 clusters
  Score: Raw -2641759.794815 + Penalty 3287.691720 = -2638472.103095
  nChanged 287
		SP:Iteration 53Q (34944.010000 sec): 3 clusters
  Score: Raw -2641867.863938 + Penalty 3287.691720 = -2638580.172218
  nChanged 292
		SP:Iteration 54Q (34944.280000 sec): 3 clusters
  Score: Raw -2641989.221576 + Penalty 3287.691720 = -2638701.529856
  nChanged 324
		SP:Iteration 55Q (34944.500000 sec): 3 clusters
  Score: Raw -2642143.742805 + Penalty 3287.691720 = -2638856.051085
  nChanged 328
		SP:Iteration 56Q (34944.820000 sec): 3 clusters
  Score: Raw -2642318.230648 + Penalty 3287.691720 = -2639030.538928
  nChanged 354
		SP:Iteration 57Q (34945.050000 sec): 3 clusters
  Score: Raw -2642515.261067 + Penalty 3287.691720 = -2639227.569346
  nChanged 330
		SP:Iteration 58Q (34945.270000 sec): 3 clusters
  Score: Raw -2642690.653286 + Penalty 3287.691720 = -2639402.961566
  nChanged 309
		SP:Iteration 59Q (34945.550000 sec): 3 clusters
  Score: Raw -2642860.298529 + Penalty 3287.691720 = -2639572.606809
  nChanged 280
		SP:Iteration 60F (34945.830000 sec): 3 clusters
  Score: Raw -2643021.873643 + Penalty 3287.691720 = -2639734.181923
  nChanged 239
		SP:Iteration 61Q (34946.140000 sec): 3 clusters
  Score: Raw -2643168.379648 + Penalty 3287.691720 = -2639880.687928
  nChanged 192
		SP:Iteration 62Q (34946.430000 sec): 3 clusters
  Score: Raw -2643287.350216 + Penalty 3287.691720 = -2639999.658496
  nChanged 150
		SP:Iteration 63Q (34946.690000 sec): 3 clusters
  Score: Raw -2643383.073248 + Penalty 3287.691720 = -2640095.381528
  nChanged 126
		SP:Iteration 64Q (34946.930000 sec): 3 clusters
  Score: Raw -2643460.716695 + Penalty 3287.691720 = -2640173.024975
  nChanged 84
		SP:Iteration 65Q (34947.200000 sec): 3 clusters
  Score: Raw -2643521.482079 + Penalty 3287.691720 = -2640233.790359
  nChanged 59
		SP:Iteration 66Q (34947.450000 sec): 3 clusters
  Score: Raw -2643564.305570 + Penalty 3287.691720 = -2640276.613850
  nChanged 50
		SP:Iteration 67Q (34947.750000 sec): 3 clusters
  Score: Raw -2643600.114611 + Penalty 3287.691720 = -2640312.422891
  nChanged 50
		SP:Iteration 68Q (34948.010000 sec): 3 clusters
  Score: Raw -2643634.136181 + Penalty 3287.691720 = -2640346.444461
  nChanged 32
		SP:Iteration 69Q (34948.270000 sec): 3 clusters
  Score: Raw -2643656.732011 + Penalty 3287.691720 = -2640369.040290
  nChanged 27
		SP:Iteration 70Q (34948.560000 sec): 3 clusters
  Score: Raw -2643675.704461 + Penalty 3287.691720 = -2640388.012741
  nChanged 20
		SP:Iteration 71Q (34948.820000 sec): 3 clusters
  Score: Raw -2643690.845451 + Penalty 3287.691720 = -2640403.153731
  nChanged 19
		SP:Iteration 72Q (34949.120000 sec): 3 clusters
  Score: Raw -2643703.855409 + Penalty 3287.691720 = -2640416.163689
  nChanged 10
		SP:Iteration 73Q (34949.370000 sec): 3 clusters
  Score: Raw -2643710.114136 + Penalty 3287.691720 = -2640422.422416
  nChanged 7
		SP:Iteration 74Q (34949.660000 sec): 3 clusters
  Score: Raw -2643714.984250 + Penalty 3287.691720 = -2640427.292530
  nChanged 9
		SP:Iteration 75Q (34949.950000 sec): 3 clusters
  Score: Raw -2643723.466393 + Penalty 3287.691720 = -2640435.774673
  nChanged 6
		SP:Iteration 76Q (34950.230000 sec): 3 clusters
  Score: Raw -2643726.793711 + Penalty 3287.691720 = -2640439.101991
  nChanged 5
		SP:Iteration 77Q (34950.510000 sec): 3 clusters
  Score: Raw -2643728.846102 + Penalty 3287.691720 = -2640441.154382
  nChanged 5
		SP:Iteration 78Q (34950.730000 sec): 3 clusters
  Score: Raw -2643730.955511 + Penalty 3287.691720 = -2640443.263791
  nChanged 3
		SP:Iteration 79Q (34951.000000 sec): 3 clusters
  Score: Raw -2643732.453731 + Penalty 3287.691720 = -2640444.762011
  nChanged 3
		SP:Iteration 80F (34951.370000 sec): 3 clusters
  Score: Raw -2643734.331079 + Penalty 3287.691720 = -2640446.639359
  nChanged 1
		SP:Iteration 81Q (34951.640000 sec): 3 clusters
  Score: Raw -2643735.707604 + Penalty 3287.691720 = -2640448.015884
  nChanged 3
		SP:Iteration 82Q (34951.950000 sec): 3 clusters
  Score: Raw -2643736.962302 + Penalty 3287.691720 = -2640449.270582
  nChanged 2
		SP:Iteration 83Q (34952.200000 sec): 3 clusters
  Score: Raw -2643737.914035 + Penalty 3287.691720 = -2640450.222314
  nChanged 1
		SP:Iteration 84Q (34952.500000 sec): 3 clusters
  Score: Raw -2643739.177819 + Penalty 3287.691720 = -2640451.486098
  nChanged 2
		SP:Iteration 85Q (34952.770000 sec): 3 clusters
  Score: Raw -2643740.222754 + Penalty 3287.691720 = -2640452.531034
  nChanged 3
		SP:Iteration 86Q (34953.060000 sec): 3 clusters
  Score: Raw -2643742.021314 + Penalty 3287.691720 = -2640454.329594
  nChanged 3
		SP:Iteration 87Q (34953.320000 sec): 3 clusters
  Score: Raw -2643743.893069 + Penalty 3287.691720 = -2640456.201349
  nChanged 3
		SP:Iteration 88Q (34953.630000 sec): 3 clusters
  Score: Raw -2643745.815993 + Penalty 3287.691720 = -2640458.124273
  nChanged 2
		SP:Iteration 89Q (34953.890000 sec): 3 clusters
  Score: Raw -2643746.696165 + Penalty 3287.691720 = -2640459.004444
  nChanged 1
		SP:Iteration 90Q (34954.170000 sec): 3 clusters
  Score: Raw -2643747.752168 + Penalty 3287.691720 = -2640460.060448
  nChanged 2
		SP:Iteration 91Q (34954.400000 sec): 3 clusters
  Score: Raw -2643749.043781 + Penalty 3287.691720 = -2640461.352061
  nChanged 1
		SP:Iteration 92Q (34954.730000 sec): 3 clusters
  Score: Raw -2643749.933526 + Penalty 3287.691720 = -2640462.241806
  nChanged 3
		SP:Iteration 93Q (34954.980000 sec): 3 clusters
  Score: Raw -2643752.722672 + Penalty 3287.691720 = -2640465.030952
  nChanged 2
		SP:Iteration 94Q (34955.290000 sec): 3 clusters
  Score: Raw -2643753.480147 + Penalty 3287.691720 = -2640465.788427
  nChanged 4
		SP:Iteration 95Q (34955.590000 sec): 3 clusters
  Score: Raw -2643755.770970 + Penalty 3287.691720 = -2640468.079250
  nChanged 1
		SP:Iteration 96Q (34955.870000 sec): 3 clusters
  Score: Raw -2643756.747621 + Penalty 3287.691720 = -2640469.055901
  nChanged 2
		SP:Iteration 97Q (34956.140000 sec): 3 clusters
  Score: Raw -2643758.140057 + Penalty 3287.691720 = -2640470.448337
  nChanged 3
		SP:Iteration 98Q (34956.420000 sec): 3 clusters
  Score: Raw -2643760.706326 + Penalty 3287.691720 = -2640473.014605
  nChanged 2
		SP:Iteration 99Q (34956.680000 sec): 3 clusters
  Score: Raw -2643761.208296 + Penalty 3287.691720 = -2640473.516576
  nChanged 2
		SP:Iteration 100F (34956.930000 sec): 3 clusters
  Score: Raw -2643762.155221 + Penalty 3287.691720 = -2640474.463501
  nChanged 3
		SP:Iteration 101Q (34957.260000 sec): 3 clusters
  Score: Raw -2643764.081571 + Penalty 3287.691720 = -2640476.389851
  nChanged 4
		SP:Iteration 102Q (34957.480000 sec): 3 clusters
  Score: Raw -2643766.238274 + Penalty 3287.691720 = -2640478.546554
  nChanged 3
		SP:Iteration 103Q (34957.720000 sec): 3 clusters
  Score: Raw -2643767.543644 + Penalty 3287.691720 = -2640479.851924
  nChanged 0
		SP:Iteration 104F (34958.020000 sec): 3 clusters
  Score: Raw -2643767.543644 + Penalty 3287.691720 = -2640479.851924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34958.110000 sec): 2 clusters
  Score: Raw -162867.766779 + Penalty 1199.088821 = -161668.677958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34958.240000 sec): 3 clusters
  Score: Raw -162242.618624 + Penalty 2398.177641 = -159844.440982
  nChanged 546
		SP:Iteration 1F (34958.370000 sec): 3 clusters
  Score: Raw -162628.126099 + Penalty 2398.177641 = -160229.948458
  nChanged 111
		SP:Iteration 2F (34958.460000 sec): 3 clusters
  Score: Raw -162707.640465 + Penalty 2398.177641 = -160309.462823
  nChanged 66
		SP:Iteration 3Q (34958.560000 sec): 3 clusters
  Score: Raw -162760.452929 + Penalty 2398.177641 = -160362.275288
  nChanged 44
		SP:Iteration 4Q (34958.650000 sec): 3 clusters
  Score: Raw -162797.454949 + Penalty 2398.177641 = -160399.277307
  nChanged 39
		SP:Iteration 5Q (34958.750000 sec): 3 clusters
  Score: Raw -162829.606169 + Penalty 2398.177641 = -160431.428528
  nChanged 47
		SP:Iteration 6Q (34958.850000 sec): 3 clusters
  Score: Raw -162869.047480 + Penalty 2398.177641 = -160470.869838
  nChanged 30
		SP:Iteration 7Q (34958.940000 sec): 3 clusters
  Score: Raw -162899.850233 + Penalty 2398.177641 = -160501.672591
  nChanged 39
		SP:Iteration 8Q (34959.040000 sec): 3 clusters
  Score: Raw -162940.897781 + Penalty 2398.177641 = -160542.720139
  nChanged 42
		SP:Iteration 9Q (34959.130000 sec): 3 clusters
  Score: Raw -162973.096570 + Penalty 2398.177641 = -160574.918928
  nChanged 36
		SP:Iteration 10Q (34959.230000 sec): 3 clusters
  Score: Raw -162995.464819 + Penalty 2398.177641 = -160597.287177
  nChanged 23
		SP:Iteration 11Q (34959.330000 sec): 3 clusters
  Score: Raw -163014.978312 + Penalty 2398.177641 = -160616.800671
  nChanged 19
		SP:Iteration 12Q (34959.420000 sec): 3 clusters
  Score: Raw -163028.059269 + Penalty 2398.177641 = -160629.881628
  nChanged 15
		SP:Iteration 13Q (34959.520000 sec): 3 clusters
  Score: Raw -163037.023765 + Penalty 2398.177641 = -160638.846123
  nChanged 14
		SP:Iteration 14Q (34959.610000 sec): 3 clusters
  Score: Raw -163047.454422 + Penalty 2398.177641 = -160649.276780
  nChanged 12
		SP:Iteration 15Q (34959.710000 sec): 3 clusters
  Score: Raw -163055.901022 + Penalty 2398.177641 = -160657.723380
  nChanged 19
		SP:Iteration 16Q (34959.810000 sec): 3 clusters
  Score: Raw -163066.794489 + Penalty 2398.177641 = -160668.616848
  nChanged 8
		SP:Iteration 17Q (34959.900000 sec): 3 clusters
  Score: Raw -163072.252556 + Penalty 2398.177641 = -160674.074915
  nChanged 4
		SP:Iteration 18Q (34960.000000 sec): 3 clusters
  Score: Raw -163075.254529 + Penalty 2398.177641 = -160677.076888
  nChanged 2
		SP:Iteration 19Q (34960.090000 sec): 3 clusters
  Score: Raw -163076.023841 + Penalty 2398.177641 = -160677.846200
  nChanged 1
		SP:Iteration 20F (34960.190000 sec): 3 clusters
  Score: Raw -163076.261177 + Penalty 2398.177641 = -160678.083535
  nChanged 2
		SP:Iteration 21Q (34960.290000 sec): 3 clusters
  Score: Raw -163076.797191 + Penalty 2398.177641 = -160678.619550
  nChanged 0
		SP:Iteration 22F (34960.380000 sec): 3 clusters
  Score: Raw -163076.797191 + Penalty 2398.177641 = -160678.619550
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34960.480000 sec): 2 clusters
  Score: Raw -1527144.049393 + Penalty 1563.055161 = -1525580.994232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34960.670000 sec): 3 clusters
  Score: Raw -1518280.600895 + Penalty 3126.110321 = -1515154.490573
  nChanged 6630
		SP:Iteration 1F (34960.890000 sec): 3 clusters
  Score: Raw -1521836.431328 + Penalty 3126.110321 = -1518710.321007
  nChanged 801
		SP:Iteration 2F (34961.150000 sec): 3 clusters
  Score: Raw -1522127.198963 + Penalty 3126.110321 = -1519001.088642
  nChanged 706
		SP:Iteration 3Q (34961.350000 sec): 3 clusters
  Score: Raw -1522389.259214 + Penalty 3126.110321 = -1519263.148893
  nChanged 590
		SP:Iteration 4Q (34961.600000 sec): 3 clusters
  Score: Raw -1522618.719250 + Penalty 3126.110321 = -1519492.608928
  nChanged 595
		SP:Iteration 5Q (34961.780000 sec): 3 clusters
  Score: Raw -1522858.694214 + Penalty 3126.110321 = -1519732.583892
  nChanged 578
		SP:Iteration 6Q (34962.030000 sec): 3 clusters
  Score: Raw -1523114.661424 + Penalty 3126.110321 = -1519988.551103
  nChanged 612
		SP:Iteration 7Q (34962.270000 sec): 3 clusters
  Score: Raw -1523409.563181 + Penalty 3126.110321 = -1520283.452859
  nChanged 662
		SP:Iteration 8Q (34962.480000 sec): 3 clusters
  Score: Raw -1523790.358421 + Penalty 3126.110321 = -1520664.248100
  nChanged 737
		SP:Iteration 9Q (34962.690000 sec): 3 clusters
  Score: Raw -1524252.074648 + Penalty 3126.110321 = -1521125.964327
  nChanged 777
		SP:Iteration 10F (34962.950000 sec): 3 clusters
  Score: Raw -1524795.954834 + Penalty 3126.110321 = -1521669.844512
  nChanged 792
		SP:Iteration 11F (34963.230000 sec): 3 clusters
  Score: Raw -1525374.851381 + Penalty 3126.110321 = -1522248.741060
  nChanged 700
		SP:Iteration 12Q (34963.460000 sec): 3 clusters
  Score: Raw -1525893.006096 + Penalty 3126.110321 = -1522766.895775
  nChanged 574
		SP:Iteration 13Q (34963.690000 sec): 3 clusters
  Score: Raw -1526297.519642 + Penalty 3126.110321 = -1523171.409320
  nChanged 372
		SP:Iteration 14Q (34964.000000 sec): 3 clusters
  Score: Raw -1526555.025233 + Penalty 3126.110321 = -1523428.914912
  nChanged 296
		SP:Iteration 15Q (34964.240000 sec): 3 clusters
  Score: Raw -1526751.798680 + Penalty 3126.110321 = -1523625.688358
  nChanged 225
		SP:Iteration 16Q (34964.480000 sec): 3 clusters
  Score: Raw -1526889.359814 + Penalty 3126.110321 = -1523763.249493
  nChanged 169
		SP:Iteration 17Q (34964.730000 sec): 3 clusters
  Score: Raw -1526985.632034 + Penalty 3126.110321 = -1523859.521713
  nChanged 122
		SP:Iteration 18Q (34965.000000 sec): 3 clusters
  Score: Raw -1527047.493908 + Penalty 3126.110321 = -1523921.383586
  nChanged 84
		SP:Iteration 19Q (34965.180000 sec): 3 clusters
  Score: Raw -1527094.740980 + Penalty 3126.110321 = -1523968.630658
  nChanged 71
		SP:Iteration 20F (34965.420000 sec): 3 clusters
  Score: Raw -1527140.002927 + Penalty 3126.110321 = -1524013.892605
  nChanged 72
		SP:Iteration 21Q (34965.680000 sec): 3 clusters
  Score: Raw -1527193.899939 + Penalty 3126.110321 = -1524067.789617
  nChanged 58
		SP:Iteration 22Q (34965.880000 sec): 3 clusters
  Score: Raw -1527230.316088 + Penalty 3126.110321 = -1524104.205766
  nChanged 40
		SP:Iteration 23Q (34966.080000 sec): 3 clusters
  Score: Raw -1527260.511736 + Penalty 3126.110321 = -1524134.401415
  nChanged 41
		SP:Iteration 24Q (34966.340000 sec): 3 clusters
  Score: Raw -1527294.651408 + Penalty 3126.110321 = -1524168.541087
  nChanged 43
		SP:Iteration 25Q (34966.540000 sec): 3 clusters
  Score: Raw -1527327.917384 + Penalty 3126.110321 = -1524201.807063
  nChanged 31
		SP:Iteration 26Q (34966.770000 sec): 3 clusters
  Score: Raw -1527364.913746 + Penalty 3126.110321 = -1524238.803424
  nChanged 31
		SP:Iteration 27Q (34966.960000 sec): 3 clusters
  Score: Raw -1527391.751149 + Penalty 3126.110321 = -1524265.640828
  nChanged 27
		SP:Iteration 28Q (34967.160000 sec): 3 clusters
  Score: Raw -1527417.675003 + Penalty 3126.110321 = -1524291.564681
  nChanged 27
		SP:Iteration 29Q (34967.420000 sec): 3 clusters
  Score: Raw -1527439.272164 + Penalty 3126.110321 = -1524313.161843
  nChanged 19
		SP:Iteration 30Q (34967.660000 sec): 3 clusters
  Score: Raw -1527452.171142 + Penalty 3126.110321 = -1524326.060820
  nChanged 14
		SP:Iteration 31Q (34967.880000 sec): 3 clusters
  Score: Raw -1527462.014562 + Penalty 3126.110321 = -1524335.904240
  nChanged 10
		SP:Iteration 32Q (34968.160000 sec): 3 clusters
  Score: Raw -1527468.377795 + Penalty 3126.110321 = -1524342.267474
  nChanged 6
		SP:Iteration 33Q (34968.420000 sec): 3 clusters
  Score: Raw -1527471.943296 + Penalty 3126.110321 = -1524345.832974
  nChanged 8
		SP:Iteration 34Q (34968.610000 sec): 3 clusters
  Score: Raw -1527477.762200 + Penalty 3126.110321 = -1524351.651878
  nChanged 10
		SP:Iteration 35Q (34968.840000 sec): 3 clusters
  Score: Raw -1527486.976457 + Penalty 3126.110321 = -1524360.866136
  nChanged 11
		SP:Iteration 36Q (34969.090000 sec): 3 clusters
  Score: Raw -1527495.516179 + Penalty 3126.110321 = -1524369.405857
  nChanged 8
		SP:Iteration 37Q (34969.340000 sec): 3 clusters
  Score: Raw -1527500.464206 + Penalty 3126.110321 = -1524374.353885
  nChanged 6
		SP:Iteration 38Q (34969.580000 sec): 3 clusters
  Score: Raw -1527504.256958 + Penalty 3126.110321 = -1524378.146636
  nChanged 4
		SP:Iteration 39Q (34969.820000 sec): 3 clusters
  Score: Raw -1527506.891191 + Penalty 3126.110321 = -1524380.780870
  nChanged 3
		SP:Iteration 40F (34970.140000 sec): 3 clusters
  Score: Raw -1527508.694987 + Penalty 3126.110321 = -1524382.584665
  nChanged 4
		SP:Iteration 41Q (34970.370000 sec): 3 clusters
  Score: Raw -1527510.833712 + Penalty 3126.110321 = -1524384.723390
  nChanged 2
		SP:Iteration 42Q (34970.590000 sec): 3 clusters
  Score: Raw -1527511.953631 + Penalty 3126.110321 = -1524385.843310
  nChanged 1
		SP:Iteration 43Q (34970.840000 sec): 3 clusters
  Score: Raw -1527512.884621 + Penalty 3126.110321 = -1524386.774300
  nChanged 1
		SP:Iteration 44Q (34971.110000 sec): 3 clusters
  Score: Raw -1527513.348544 + Penalty 3126.110321 = -1524387.238223
  nChanged 1
		SP:Iteration 45Q (34971.380000 sec): 3 clusters
  Score: Raw -1527513.698327 + Penalty 3126.110321 = -1524387.588006
  nChanged 1
		SP:Iteration 46Q (34971.630000 sec): 3 clusters
  Score: Raw -1527514.255772 + Penalty 3126.110321 = -1524388.145451
  nChanged 0
		SP:Iteration 47F (34971.870000 sec): 3 clusters
  Score: Raw -1527514.255772 + Penalty 3126.110321 = -1524388.145451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34972.060000 sec): 2 clusters
  Score: Raw -1089764.057639 + Penalty 1500.121124 = -1088263.936515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34972.260000 sec): 3 clusters
  Score: Raw -1084016.171916 + Penalty 3000.242247 = -1081015.929669
  nChanged 4387
		SP:Iteration 1F (34972.490000 sec): 3 clusters
  Score: Raw -1086367.753878 + Penalty 3000.242247 = -1083367.511631
  nChanged 586
		SP:Iteration 2F (34972.700000 sec): 3 clusters
  Score: Raw -1086642.397679 + Penalty 3000.242247 = -1083642.155432
  nChanged 523
		SP:Iteration 3F (34972.940000 sec): 3 clusters
  Score: Raw -1086902.039504 + Penalty 3000.242247 = -1083901.797257
  nChanged 492
		SP:Iteration 4Q (34973.210000 sec): 3 clusters
  Score: Raw -1087157.962565 + Penalty 3000.242247 = -1084157.720318
  nChanged 489
		SP:Iteration 5Q (34973.470000 sec): 3 clusters
  Score: Raw -1087447.320926 + Penalty 3000.242247 = -1084447.078678
  nChanged 505
		SP:Iteration 6Q (34973.710000 sec): 3 clusters
  Score: Raw -1087768.745217 + Penalty 3000.242247 = -1084768.502970
  nChanged 500
		SP:Iteration 7Q (34973.920000 sec): 3 clusters
  Score: Raw -1088088.443225 + Penalty 3000.242247 = -1085088.200978
  nChanged 478
		SP:Iteration 8Q (34974.150000 sec): 3 clusters
  Score: Raw -1088374.556130 + Penalty 3000.242247 = -1085374.313883
  nChanged 432
		SP:Iteration 9Q (34974.380000 sec): 3 clusters
  Score: Raw -1088631.018182 + Penalty 3000.242247 = -1085630.775934
  nChanged 433
		SP:Iteration 10Q (34974.640000 sec): 3 clusters
  Score: Raw -1088867.247966 + Penalty 3000.242247 = -1085867.005718
  nChanged 378
		SP:Iteration 11Q (34974.830000 sec): 3 clusters
  Score: Raw -1089067.207611 + Penalty 3000.242247 = -1086066.965364
  nChanged 304
		SP:Iteration 12Q (34975.070000 sec): 3 clusters
  Score: Raw -1089237.905139 + Penalty 3000.242247 = -1086237.662892
  nChanged 277
		SP:Iteration 13Q (34975.260000 sec): 3 clusters
  Score: Raw -1089394.871236 + Penalty 3000.242247 = -1086394.628989
  nChanged 242
		SP:Iteration 14Q (34975.510000 sec): 3 clusters
  Score: Raw -1089521.308622 + Penalty 3000.242247 = -1086521.066375
  nChanged 203
		SP:Iteration 15Q (34975.710000 sec): 3 clusters
  Score: Raw -1089603.179934 + Penalty 3000.242247 = -1086602.937686
  nChanged 168
		SP:Iteration 16Q (34975.910000 sec): 3 clusters
  Score: Raw -1089657.798959 + Penalty 3000.242247 = -1086657.556712
  nChanged 100
		SP:Iteration 17Q (34976.170000 sec): 3 clusters
  Score: Raw -1089695.453572 + Penalty 3000.242247 = -1086695.211325
  nChanged 101
		SP:Iteration 18Q (34976.350000 sec): 3 clusters
  Score: Raw -1089729.831724 + Penalty 3000.242247 = -1086729.589477
  nChanged 94
		SP:Iteration 19Q (34976.530000 sec): 3 clusters
  Score: Raw -1089755.943857 + Penalty 3000.242247 = -1086755.701610
  nChanged 72
		SP:Iteration 20F (34976.770000 sec): 3 clusters
  Score: Raw -1089774.548085 + Penalty 3000.242247 = -1086774.305838
  nChanged 69
		SP:Iteration 21Q (34976.990000 sec): 3 clusters
  Score: Raw -1089788.694338 + Penalty 3000.242247 = -1086788.452091
  nChanged 47
		SP:Iteration 22Q (34977.190000 sec): 3 clusters
  Score: Raw -1089800.725087 + Penalty 3000.242247 = -1086800.482839
  nChanged 55
		SP:Iteration 23Q (34977.450000 sec): 3 clusters
  Score: Raw -1089814.524368 + Penalty 3000.242247 = -1086814.282120
  nChanged 57
		SP:Iteration 24Q (34977.650000 sec): 3 clusters
  Score: Raw -1089827.424200 + Penalty 3000.242247 = -1086827.181953
  nChanged 58
		SP:Iteration 25Q (34977.830000 sec): 3 clusters
  Score: Raw -1089840.599623 + Penalty 3000.242247 = -1086840.357375
  nChanged 51
		SP:Iteration 26Q (34978.040000 sec): 3 clusters
  Score: Raw -1089850.955981 + Penalty 3000.242247 = -1086850.713734
  nChanged 52
		SP:Iteration 27Q (34978.270000 sec): 3 clusters
  Score: Raw -1089860.087651 + Penalty 3000.242247 = -1086859.845403
  nChanged 35
		SP:Iteration 28Q (34978.470000 sec): 3 clusters
  Score: Raw -1089865.631139 + Penalty 3000.242247 = -1086865.388892
  nChanged 39
		SP:Iteration 29Q (34978.680000 sec): 3 clusters
  Score: Raw -1089871.383819 + Penalty 3000.242247 = -1086871.141572
  nChanged 38
		SP:Iteration 30Q (34978.880000 sec): 3 clusters
  Score: Raw -1089877.928053 + Penalty 3000.242247 = -1086877.685806
  nChanged 46
		SP:Iteration 31Q (34979.120000 sec): 3 clusters
  Score: Raw -1089887.104931 + Penalty 3000.242247 = -1086886.862683
  nChanged 48
		SP:Iteration 32Q (34979.270000 sec): 3 clusters
  Score: Raw -1089896.725374 + Penalty 3000.242247 = -1086896.483127
  nChanged 38
		SP:Iteration 33Q (34979.480000 sec): 3 clusters
  Score: Raw -1089902.604223 + Penalty 3000.242247 = -1086902.361975
  nChanged 36
		SP:Iteration 34Q (34979.720000 sec): 3 clusters
  Score: Raw -1089908.458314 + Penalty 3000.242247 = -1086908.216067
  nChanged 28
		SP:Iteration 35Q (34979.920000 sec): 3 clusters
  Score: Raw -1089913.165449 + Penalty 3000.242247 = -1086912.923202
  nChanged 27
		SP:Iteration 36Q (34980.150000 sec): 3 clusters
  Score: Raw -1089917.288818 + Penalty 3000.242247 = -1086917.046571
  nChanged 26
		SP:Iteration 37Q (34980.390000 sec): 3 clusters
  Score: Raw -1089921.005554 + Penalty 3000.242247 = -1086920.763306
  nChanged 22
		SP:Iteration 38Q (34980.630000 sec): 3 clusters
  Score: Raw -1089924.742981 + Penalty 3000.242247 = -1086924.500733
  nChanged 23
		SP:Iteration 39Q (34980.840000 sec): 3 clusters
  Score: Raw -1089928.568635 + Penalty 3000.242247 = -1086928.326388
  nChanged 26
		SP:Iteration 40F (34981.020000 sec): 3 clusters
  Score: Raw -1089933.899440 + Penalty 3000.242247 = -1086933.657192
  nChanged 26
		SP:Iteration 41Q (34981.200000 sec): 3 clusters
  Score: Raw -1089937.723146 + Penalty 3000.242247 = -1086937.480899
  nChanged 24
		SP:Iteration 42Q (34981.410000 sec): 3 clusters
  Score: Raw -1089941.523940 + Penalty 3000.242247 = -1086941.281693
  nChanged 23
		SP:Iteration 43Q (34981.650000 sec): 3 clusters
  Score: Raw -1089945.778183 + Penalty 3000.242247 = -1086945.535936
  nChanged 33
		SP:Iteration 44Q (34981.830000 sec): 3 clusters
  Score: Raw -1089953.018161 + Penalty 3000.242247 = -1086952.775914
  nChanged 30
		SP:Iteration 45Q (34982.060000 sec): 3 clusters
  Score: Raw -1089957.530726 + Penalty 3000.242247 = -1086957.288478
  nChanged 20
		SP:Iteration 46Q (34982.270000 sec): 3 clusters
  Score: Raw -1089959.914271 + Penalty 3000.242247 = -1086959.672024
  nChanged 17
		SP:Iteration 47Q (34982.480000 sec): 3 clusters
  Score: Raw -1089963.358406 + Penalty 3000.242247 = -1086963.116159
  nChanged 14
		SP:Iteration 48Q (34982.720000 sec): 3 clusters
  Score: Raw -1089965.894861 + Penalty 3000.242247 = -1086965.652614
  nChanged 17
		SP:Iteration 49Q (34982.910000 sec): 3 clusters
  Score: Raw -1089968.572741 + Penalty 3000.242247 = -1086968.330494
  nChanged 21
		SP:Iteration 50Q (34983.170000 sec): 3 clusters
  Score: Raw -1089971.545233 + Penalty 3000.242247 = -1086971.302986
  nChanged 19
		SP:Iteration 51Q (34983.350000 sec): 3 clusters
  Score: Raw -1089974.253821 + Penalty 3000.242247 = -1086974.011574
  nChanged 21
		SP:Iteration 52Q (34983.550000 sec): 3 clusters
  Score: Raw -1089977.506334 + Penalty 3000.242247 = -1086977.264087
  nChanged 22
		SP:Iteration 53Q (34983.740000 sec): 3 clusters
  Score: Raw -1089980.659065 + Penalty 3000.242247 = -1086980.416818
  nChanged 20
		SP:Iteration 54Q (34983.980000 sec): 3 clusters
  Score: Raw -1089983.600965 + Penalty 3000.242247 = -1086983.358717
  nChanged 17
		SP:Iteration 55Q (34984.220000 sec): 3 clusters
  Score: Raw -1089985.910859 + Penalty 3000.242247 = -1086985.668611
  nChanged 17
		SP:Iteration 56Q (34984.420000 sec): 3 clusters
  Score: Raw -1089987.584384 + Penalty 3000.242247 = -1086987.342137
  nChanged 11
		SP:Iteration 57Q (34984.640000 sec): 3 clusters
  Score: Raw -1089988.738652 + Penalty 3000.242247 = -1086988.496404
  nChanged 14
		SP:Iteration 58Q (34984.840000 sec): 3 clusters
  Score: Raw -1089990.515698 + Penalty 3000.242247 = -1086990.273451
  nChanged 12
		SP:Iteration 59Q (34985.070000 sec): 3 clusters
  Score: Raw -1089991.917074 + Penalty 3000.242247 = -1086991.674826
  nChanged 7
		SP:Iteration 60F (34985.300000 sec): 3 clusters
  Score: Raw -1089992.682037 + Penalty 3000.242247 = -1086992.439789
  nChanged 8
		SP:Iteration 61Q (34985.550000 sec): 3 clusters
  Score: Raw -1089993.529875 + Penalty 3000.242247 = -1086993.287628
  nChanged 7
		SP:Iteration 62Q (34985.760000 sec): 3 clusters
  Score: Raw -1089994.175141 + Penalty 3000.242247 = -1086993.932894
  nChanged 5
		SP:Iteration 63Q (34985.980000 sec): 3 clusters
  Score: Raw -1089994.820359 + Penalty 3000.242247 = -1086994.578112
  nChanged 10
		SP:Iteration 64Q (34986.210000 sec): 3 clusters
  Score: Raw -1089995.895675 + Penalty 3000.242247 = -1086995.653428
  nChanged 5
		SP:Iteration 65Q (34986.410000 sec): 3 clusters
  Score: Raw -1089996.373776 + Penalty 3000.242247 = -1086996.131529
  nChanged 6
		SP:Iteration 66Q (34986.650000 sec): 3 clusters
  Score: Raw -1089996.886471 + Penalty 3000.242247 = -1086996.644224
  nChanged 5
		SP:Iteration 67Q (34986.840000 sec): 3 clusters
  Score: Raw -1089997.405654 + Penalty 3000.242247 = -1086997.163407
  nChanged 7
		SP:Iteration 68Q (34987.080000 sec): 3 clusters
  Score: Raw -1089998.192621 + Penalty 3000.242247 = -1086997.950373
  nChanged 7
		SP:Iteration 69Q (34987.310000 sec): 3 clusters
  Score: Raw -1089999.849278 + Penalty 3000.242247 = -1086999.607031
  nChanged 12
		SP:Iteration 70Q (34987.480000 sec): 3 clusters
  Score: Raw -1090001.230710 + Penalty 3000.242247 = -1087000.988462
  nChanged 7
		SP:Iteration 71Q (34987.710000 sec): 3 clusters
  Score: Raw -1090002.016707 + Penalty 3000.242247 = -1087001.774460
  nChanged 6
		SP:Iteration 72Q (34987.910000 sec): 3 clusters
  Score: Raw -1090002.831078 + Penalty 3000.242247 = -1087002.588831
  nChanged 8
		SP:Iteration 73Q (34988.120000 sec): 3 clusters
  Score: Raw -1090004.295670 + Penalty 3000.242247 = -1087004.053423
  nChanged 14
		SP:Iteration 74Q (34988.350000 sec): 3 clusters
  Score: Raw -1090006.598488 + Penalty 3000.242247 = -1087006.356240
  nChanged 14
		SP:Iteration 75Q (34988.590000 sec): 3 clusters
  Score: Raw -1090008.141972 + Penalty 3000.242247 = -1087007.899725
  nChanged 12
		SP:Iteration 76Q (34988.780000 sec): 3 clusters
  Score: Raw -1090009.986378 + Penalty 3000.242247 = -1087009.744131
  nChanged 12
		SP:Iteration 77Q (34989.020000 sec): 3 clusters
  Score: Raw -1090011.414944 + Penalty 3000.242247 = -1087011.172697
  nChanged 9
		SP:Iteration 78Q (34989.230000 sec): 3 clusters
  Score: Raw -1090013.135573 + Penalty 3000.242247 = -1087012.893326
  nChanged 19
		SP:Iteration 79Q (34989.430000 sec): 3 clusters
  Score: Raw -1090016.352853 + Penalty 3000.242247 = -1087016.110606
  nChanged 17
		SP:Iteration 80F (34989.670000 sec): 3 clusters
  Score: Raw -1090018.913364 + Penalty 3000.242247 = -1087018.671117
  nChanged 16
		SP:Iteration 81Q (34989.900000 sec): 3 clusters
  Score: Raw -1090021.242849 + Penalty 3000.242247 = -1087021.000601
  nChanged 16
		SP:Iteration 82Q (34990.060000 sec): 3 clusters
  Score: Raw -1090022.980037 + Penalty 3000.242247 = -1087022.737790
  nChanged 12
		SP:Iteration 83Q (34990.330000 sec): 3 clusters
  Score: Raw -1090024.089099 + Penalty 3000.242247 = -1087023.846852
  nChanged 7
		SP:Iteration 84Q (34990.570000 sec): 3 clusters
  Score: Raw -1090024.515482 + Penalty 3000.242247 = -1087024.273235
  nChanged 3
		SP:Iteration 85Q (34990.780000 sec): 3 clusters
  Score: Raw -1090024.692255 + Penalty 3000.242247 = -1087024.450008
  nChanged 4
		SP:Iteration 86Q (34990.960000 sec): 3 clusters
  Score: Raw -1090025.313957 + Penalty 3000.242247 = -1087025.071710
  nChanged 3
		SP:Iteration 87Q (34991.190000 sec): 3 clusters
  Score: Raw -1090025.594541 + Penalty 3000.242247 = -1087025.352293
  nChanged 0
		SP:Iteration 88F (34991.460000 sec): 3 clusters
  Score: Raw -1090025.594541 + Penalty 3000.242247 = -1087025.352293
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34991.620000 sec): 2 clusters
  Score: Raw -1924083.090203 + Penalty 1597.567667 = -1922485.522536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34991.930000 sec): 3 clusters
  Score: Raw -1912898.922083 + Penalty 3195.135333 = -1909703.786749
  nChanged 8366
		SP:Iteration 1F (34992.210000 sec): 3 clusters
  Score: Raw -1917629.618537 + Penalty 3195.135333 = -1914434.483203
  nChanged 1096
		SP:Iteration 2F (34992.490000 sec): 3 clusters
  Score: Raw -1918102.896762 + Penalty 3195.135333 = -1914907.761429
  nChanged 1016
		SP:Iteration 3F (34992.770000 sec): 3 clusters
  Score: Raw -1918544.388291 + Penalty 3195.135333 = -1915349.252958
  nChanged 926
		SP:Iteration 4Q (34993.080000 sec): 3 clusters
  Score: Raw -1919014.568295 + Penalty 3195.135333 = -1915819.432961
  nChanged 927
		SP:Iteration 5Q (34993.340000 sec): 3 clusters
  Score: Raw -1919507.810485 + Penalty 3195.135333 = -1916312.675152
  nChanged 921
		SP:Iteration 6Q (34993.600000 sec): 3 clusters
  Score: Raw -1920029.901355 + Penalty 3195.135333 = -1916834.766021
  nChanged 906
		SP:Iteration 7Q (34993.910000 sec): 3 clusters
  Score: Raw -1920523.152002 + Penalty 3195.135333 = -1917328.016669
  nChanged 831
		SP:Iteration 8Q (34994.270000 sec): 3 clusters
  Score: Raw -1920990.268406 + Penalty 3195.135333 = -1917795.133073
  nChanged 799
		SP:Iteration 9Q (34994.480000 sec): 3 clusters
  Score: Raw -1921444.328761 + Penalty 3195.135333 = -1918249.193427
  nChanged 699
		SP:Iteration 10Q (34994.740000 sec): 3 clusters
  Score: Raw -1921821.932377 + Penalty 3195.135333 = -1918626.797044
  nChanged 614
		SP:Iteration 11Q (34994.990000 sec): 3 clusters
  Score: Raw -1922138.723634 + Penalty 3195.135333 = -1918943.588301
  nChanged 536
		SP:Iteration 12Q (34995.280000 sec): 3 clusters
  Score: Raw -1922368.318108 + Penalty 3195.135333 = -1919173.182775
  nChanged 428
		SP:Iteration 13Q (34995.490000 sec): 3 clusters
  Score: Raw -1922526.407665 + Penalty 3195.135333 = -1919331.272332
  nChanged 359
		SP:Iteration 14Q (34995.770000 sec): 3 clusters
  Score: Raw -1922650.886268 + Penalty 3195.135333 = -1919455.750935
  nChanged 291
		SP:Iteration 15Q (34996.040000 sec): 3 clusters
  Score: Raw -1922751.994477 + Penalty 3195.135333 = -1919556.859144
  nChanged 272
		SP:Iteration 16Q (34996.340000 sec): 3 clusters
  Score: Raw -1922841.568207 + Penalty 3195.135333 = -1919646.432874
  nChanged 256
		SP:Iteration 17Q (34996.580000 sec): 3 clusters
  Score: Raw -1922918.210352 + Penalty 3195.135333 = -1919723.075019
  nChanged 221
		SP:Iteration 18Q (34996.820000 sec): 3 clusters
  Score: Raw -1922986.505171 + Penalty 3195.135333 = -1919791.369838
  nChanged 224
		SP:Iteration 19Q (34997.050000 sec): 3 clusters
  Score: Raw -1923061.993832 + Penalty 3195.135333 = -1919866.858499
  nChanged 225
		SP:Iteration 20F (34997.340000 sec): 3 clusters
  Score: Raw -1923140.263034 + Penalty 3195.135333 = -1919945.127701
  nChanged 221
		SP:Iteration 21Q (34997.600000 sec): 3 clusters
  Score: Raw -1923211.901858 + Penalty 3195.135333 = -1920016.766525
  nChanged 193
		SP:Iteration 22Q (34997.860000 sec): 3 clusters
  Score: Raw -1923264.779863 + Penalty 3195.135333 = -1920069.644530
  nChanged 184
		SP:Iteration 23Q (34998.090000 sec): 3 clusters
  Score: Raw -1923305.708244 + Penalty 3195.135333 = -1920110.572911
  nChanged 154
		SP:Iteration 24Q (34998.280000 sec): 3 clusters
  Score: Raw -1923338.401371 + Penalty 3195.135333 = -1920143.266038
  nChanged 156
		SP:Iteration 25Q (34998.570000 sec): 3 clusters
  Score: Raw -1923370.439911 + Penalty 3195.135333 = -1920175.304577
  nChanged 138
		SP:Iteration 26Q (34998.810000 sec): 3 clusters
  Score: Raw -1923399.298069 + Penalty 3195.135333 = -1920204.162735
  nChanged 132
		SP:Iteration 27Q (34999.070000 sec): 3 clusters
  Score: Raw -1923424.318877 + Penalty 3195.135333 = -1920229.183544
  nChanged 124
		SP:Iteration 28Q (34999.320000 sec): 3 clusters
  Score: Raw -1923450.671931 + Penalty 3195.135333 = -1920255.536597
  nChanged 141
		SP:Iteration 29Q (34999.530000 sec): 3 clusters
  Score: Raw -1923481.497215 + Penalty 3195.135333 = -1920286.361882
  nChanged 152
		SP:Iteration 30Q (34999.780000 sec): 3 clusters
  Score: Raw -1923517.422601 + Penalty 3195.135333 = -1920322.287268
  nChanged 165
		SP:Iteration 31Q (35000.010000 sec): 3 clusters
  Score: Raw -1923557.254957 + Penalty 3195.135333 = -1920362.119623
  nChanged 173
		SP:Iteration 32Q (35000.260000 sec): 3 clusters
  Score: Raw -1923599.951597 + Penalty 3195.135333 = -1920404.816264
  nChanged 178
		SP:Iteration 33Q (35000.500000 sec): 3 clusters
  Score: Raw -1923647.047976 + Penalty 3195.135333 = -1920451.912643
  nChanged 161
		SP:Iteration 34Q (35000.770000 sec): 3 clusters
  Score: Raw -1923694.067428 + Penalty 3195.135333 = -1920498.932095
  nChanged 174
		SP:Iteration 35Q (35001.040000 sec): 3 clusters
  Score: Raw -1923746.514918 + Penalty 3195.135333 = -1920551.379585
  nChanged 176
		SP:Iteration 36Q (35001.330000 sec): 3 clusters
  Score: Raw -1923789.851587 + Penalty 3195.135333 = -1920594.716253
  nChanged 138
		SP:Iteration 37Q (35001.590000 sec): 3 clusters
  Score: Raw -1923820.780589 + Penalty 3195.135333 = -1920625.645256
  nChanged 124
		SP:Iteration 38Q (35001.830000 sec): 3 clusters
  Score: Raw -1923849.140423 + Penalty 3195.135333 = -1920654.005090
  nChanged 137
		SP:Iteration 39Q (35002.110000 sec): 3 clusters
  Score: Raw -1923882.494896 + Penalty 3195.135333 = -1920687.359563
  nChanged 145
		SP:Iteration 40F (35002.350000 sec): 3 clusters
  Score: Raw -1923917.735608 + Penalty 3195.135333 = -1920722.600275
  nChanged 138
		SP:Iteration 41Q (35002.590000 sec): 3 clusters
  Score: Raw -1923949.191467 + Penalty 3195.135333 = -1920754.056134
  nChanged 139
		SP:Iteration 42Q (35002.840000 sec): 3 clusters
  Score: Raw -1923977.789394 + Penalty 3195.135333 = -1920782.654060
  nChanged 129
		SP:Iteration 43Q (35003.110000 sec): 3 clusters
  Score: Raw -1924003.358999 + Penalty 3195.135333 = -1920808.223666
  nChanged 142
		SP:Iteration 44Q (35003.380000 sec): 3 clusters
  Score: Raw -1924035.484088 + Penalty 3195.135333 = -1920840.348755
  nChanged 143
		SP:Iteration 45Q (35003.640000 sec): 3 clusters
  Score: Raw -1924073.701560 + Penalty 3195.135333 = -1920878.566227
  nChanged 151
		SP:Iteration 46Q (35003.870000 sec): 3 clusters
  Score: Raw -1924111.899808 + Penalty 3195.135333 = -1920916.764475
  nChanged 154
		SP:Iteration 47Q (35004.140000 sec): 3 clusters
  Score: Raw -1924148.395845 + Penalty 3195.135333 = -1920953.260512
  nChanged 147
		SP:Iteration 48Q (35004.390000 sec): 3 clusters
  Score: Raw -1924194.456346 + Penalty 3195.135333 = -1920999.321013
  nChanged 183
		SP:Iteration 49Q (35004.630000 sec): 3 clusters
  Score: Raw -1924254.993620 + Penalty 3195.135333 = -1921059.858287
  nChanged 176
		SP:Iteration 50Q (35004.920000 sec): 3 clusters
  Score: Raw -1924316.865106 + Penalty 3195.135333 = -1921121.729773
  nChanged 198
		SP:Iteration 51Q (35005.160000 sec): 3 clusters
  Score: Raw -1924394.370955 + Penalty 3195.135333 = -1921199.235621
  nChanged 203
		SP:Iteration 52Q (35005.430000 sec): 3 clusters
  Score: Raw -1924494.416135 + Penalty 3195.135333 = -1921299.280802
  nChanged 231
		SP:Iteration 53Q (35005.670000 sec): 3 clusters
  Score: Raw -1924617.190503 + Penalty 3195.135333 = -1921422.055170
  nChanged 229
		SP:Iteration 54Q (35005.910000 sec): 3 clusters
  Score: Raw -1924734.280299 + Penalty 3195.135333 = -1921539.144966
  nChanged 225
		SP:Iteration 55Q (35006.170000 sec): 3 clusters
  Score: Raw -1924835.854675 + Penalty 3195.135333 = -1921640.719342
  nChanged 189
		SP:Iteration 56Q (35006.460000 sec): 3 clusters
  Score: Raw -1924908.474352 + Penalty 3195.135333 = -1921713.339019
  nChanged 168
		SP:Iteration 57Q (35006.720000 sec): 3 clusters
  Score: Raw -1924960.201564 + Penalty 3195.135333 = -1921765.066231
  nChanged 130
		SP:Iteration 58Q (35007.010000 sec): 3 clusters
  Score: Raw -1924987.627182 + Penalty 3195.135333 = -1921792.491849
  nChanged 91
		SP:Iteration 59Q (35007.270000 sec): 3 clusters
  Score: Raw -1925006.166320 + Penalty 3195.135333 = -1921811.030987
  nChanged 81
		SP:Iteration 60F (35007.520000 sec): 3 clusters
  Score: Raw -1925028.533167 + Penalty 3195.135333 = -1921833.397833
  nChanged 79
		SP:Iteration 61Q (35007.780000 sec): 3 clusters
  Score: Raw -1925043.196709 + Penalty 3195.135333 = -1921848.061376
  nChanged 59
		SP:Iteration 62Q (35008.060000 sec): 3 clusters
  Score: Raw -1925053.115112 + Penalty 3195.135333 = -1921857.979779
  nChanged 63
		SP:Iteration 63Q (35008.350000 sec): 3 clusters
  Score: Raw -1925062.665603 + Penalty 3195.135333 = -1921867.530270
  nChanged 47
		SP:Iteration 64Q (35008.600000 sec): 3 clusters
  Score: Raw -1925068.173155 + Penalty 3195.135333 = -1921873.037821
  nChanged 38
		SP:Iteration 65Q (35008.850000 sec): 3 clusters
  Score: Raw -1925073.093794 + Penalty 3195.135333 = -1921877.958461
  nChanged 31
		SP:Iteration 66Q (35009.120000 sec): 3 clusters
  Score: Raw -1925075.967466 + Penalty 3195.135333 = -1921880.832133
  nChanged 18
		SP:Iteration 67Q (35009.380000 sec): 3 clusters
  Score: Raw -1925077.349049 + Penalty 3195.135333 = -1921882.213716
  nChanged 13
		SP:Iteration 68Q (35009.630000 sec): 3 clusters
  Score: Raw -1925078.476238 + Penalty 3195.135333 = -1921883.340905
  nChanged 13
		SP:Iteration 69Q (35009.930000 sec): 3 clusters
  Score: Raw -1925079.326735 + Penalty 3195.135333 = -1921884.191401
  nChanged 10
		SP:Iteration 70Q (35010.160000 sec): 3 clusters
  Score: Raw -1925079.858574 + Penalty 3195.135333 = -1921884.723241
  nChanged 3
		SP:Iteration 71Q (35010.420000 sec): 3 clusters
  Score: Raw -1925080.109028 + Penalty 3195.135333 = -1921884.973695
  nChanged 3
		SP:Iteration 72Q (35010.720000 sec): 3 clusters
  Score: Raw -1925080.280865 + Penalty 3195.135333 = -1921885.145532
  nChanged 4
		SP:Iteration 73Q (35011.000000 sec): 3 clusters
  Score: Raw -1925080.642346 + Penalty 3195.135333 = -1921885.507013
  nChanged 6
		SP:Iteration 74Q (35011.260000 sec): 3 clusters
  Score: Raw -1925081.325670 + Penalty 3195.135333 = -1921886.190337
  nChanged 10
		SP:Iteration 75Q (35011.500000 sec): 3 clusters
  Score: Raw -1925082.033233 + Penalty 3195.135333 = -1921886.897900
  nChanged 7
		SP:Iteration 76Q (35011.780000 sec): 3 clusters
  Score: Raw -1925082.536214 + Penalty 3195.135333 = -1921887.400881
  nChanged 5
		SP:Iteration 77Q (35012.010000 sec): 3 clusters
  Score: Raw -1925082.762894 + Penalty 3195.135333 = -1921887.627561
  nChanged 2
		SP:Iteration 78Q (35012.240000 sec): 3 clusters
  Score: Raw -1925082.812446 + Penalty 3195.135333 = -1921887.677113
  nChanged 0
		SP:Iteration 79F (35012.520000 sec): 3 clusters
  Score: Raw -1925082.812446 + Penalty 3195.135333 = -1921887.677113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35012.610000 sec): 2 clusters
  Score: Raw -142834.632690 + Penalty 1186.436518 = -141648.196171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35012.780000 sec): 3 clusters
  Score: Raw -142279.716227 + Penalty 2372.873037 = -139906.843190
  nChanged 516
		SP:Iteration 1F (35012.970000 sec): 3 clusters
  Score: Raw -142655.049843 + Penalty 2372.873037 = -140282.176806
  nChanged 113
		SP:Iteration 2F (35013.160000 sec): 3 clusters
  Score: Raw -142761.870151 + Penalty 2372.873037 = -140388.997114
  nChanged 83
		SP:Iteration 3F (35013.390000 sec): 3 clusters
  Score: Raw -142853.923679 + Penalty 2372.873037 = -140481.050642
  nChanged 78
		SP:Iteration 4F (35013.590000 sec): 3 clusters
  Score: Raw -142930.328169 + Penalty 2372.873037 = -140557.455132
  nChanged 53
		SP:Iteration 5Q (35013.800000 sec): 3 clusters
  Score: Raw -142977.439228 + Penalty 2372.873037 = -140604.566191
  nChanged 50
		SP:Iteration 6Q (35013.930000 sec): 3 clusters
  Score: Raw -143021.433670 + Penalty 2372.873037 = -140648.560633
  nChanged 36
		SP:Iteration 7Q (35014.150000 sec): 3 clusters
  Score: Raw -143054.485249 + Penalty 2372.873037 = -140681.612212
  nChanged 30
		SP:Iteration 8Q (35014.320000 sec): 3 clusters
  Score: Raw -143076.487584 + Penalty 2372.873037 = -140703.614547
  nChanged 27
		SP:Iteration 9Q (35014.510000 sec): 3 clusters
  Score: Raw -143100.139535 + Penalty 2372.873037 = -140727.266498
  nChanged 16
		SP:Iteration 10Q (35014.690000 sec): 3 clusters
  Score: Raw -143110.121084 + Penalty 2372.873037 = -140737.248047
  nChanged 11
		SP:Iteration 11Q (35014.920000 sec): 3 clusters
  Score: Raw -143116.773429 + Penalty 2372.873037 = -140743.900392
  nChanged 7
		SP:Iteration 12Q (35015.050000 sec): 3 clusters
  Score: Raw -143122.467170 + Penalty 2372.873037 = -140749.594133
  nChanged 6
		SP:Iteration 13Q (35015.260000 sec): 3 clusters
  Score: Raw -143130.325221 + Penalty 2372.873037 = -140757.452184
  nChanged 10
		SP:Iteration 14Q (35015.420000 sec): 3 clusters
  Score: Raw -143139.192243 + Penalty 2372.873037 = -140766.319206
  nChanged 6
		SP:Iteration 15Q (35015.630000 sec): 3 clusters
  Score: Raw -143142.823827 + Penalty 2372.873037 = -140769.950790
  nChanged 4
		SP:Iteration 16Q (35015.780000 sec): 3 clusters
  Score: Raw -143146.770643 + Penalty 2372.873037 = -140773.897606
  nChanged 2
		SP:Iteration 17Q (35015.980000 sec): 3 clusters
  Score: Raw -143147.824278 + Penalty 2372.873037 = -140774.951241
  nChanged 3
		SP:Iteration 18Q (35016.180000 sec): 3 clusters
  Score: Raw -143150.918989 + Penalty 2372.873037 = -140778.045952
  nChanged 2
		SP:Iteration 19Q (35016.360000 sec): 3 clusters
  Score: Raw -143153.004918 + Penalty 2372.873037 = -140780.131881
  nChanged 1
		SP:Iteration 20F (35016.580000 sec): 3 clusters
  Score: Raw -143153.254226 + Penalty 2372.873037 = -140780.381189
  nChanged 1
		SP:Iteration 21Q (35016.730000 sec): 3 clusters
  Score: Raw -143153.486492 + Penalty 2372.873037 = -140780.613455
  nChanged 2
		SP:Iteration 22Q (35016.940000 sec): 3 clusters
  Score: Raw -143154.215471 + Penalty 2372.873037 = -140781.342434
  nChanged 2
		SP:Iteration 23Q (35017.090000 sec): 3 clusters
  Score: Raw -143155.831144 + Penalty 2372.873037 = -140782.958107
  nChanged 4
		SP:Iteration 24Q (35017.320000 sec): 3 clusters
  Score: Raw -143162.107530 + Penalty 2372.873037 = -140789.234493
  nChanged 7
		SP:Iteration 25Q (35017.460000 sec): 3 clusters
  Score: Raw -143166.782552 + Penalty 2372.873037 = -140793.909515
  nChanged 3
		SP:Iteration 26Q (35017.660000 sec): 3 clusters
  Score: Raw -143170.936362 + Penalty 2372.873037 = -140798.063325
  nChanged 3
		SP:Iteration 27Q (35017.800000 sec): 3 clusters
  Score: Raw -143173.907833 + Penalty 2372.873037 = -140801.034796
  nChanged 4
		SP:Iteration 28Q (35017.990000 sec): 3 clusters
  Score: Raw -143176.575363 + Penalty 2372.873037 = -140803.702326
  nChanged 4
		SP:Iteration 29Q (35018.140000 sec): 3 clusters
  Score: Raw -143179.331787 + Penalty 2372.873037 = -140806.458750
  nChanged 2
		SP:Iteration 30Q (35018.300000 sec): 3 clusters
  Score: Raw -143180.326777 + Penalty 2372.873037 = -140807.453740
  nChanged 2
		SP:Iteration 31Q (35018.520000 sec): 3 clusters
  Score: Raw -143181.832220 + Penalty 2372.873037 = -140808.959183
  nChanged 4
		SP:Iteration 32Q (35018.700000 sec): 3 clusters
  Score: Raw -143185.313015 + Penalty 2372.873037 = -140812.439978
  nChanged 1
		SP:Iteration 33Q (35018.870000 sec): 3 clusters
  Score: Raw -143186.216160 + Penalty 2372.873037 = -140813.343123
  nChanged 0
		SP:Iteration 34F (35019.070000 sec): 3 clusters
  Score: Raw -143186.216160 + Penalty 2372.873037 = -140813.343123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35019.180000 sec): 2 clusters
  Score: Raw -432620.505377 + Penalty 1354.507615 = -431265.997762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35019.400000 sec): 3 clusters
  Score: Raw -430437.511275 + Penalty 2709.015230 = -427728.496044
  nChanged 1678
		SP:Iteration 1F (35019.570000 sec): 3 clusters
  Score: Raw -431402.349304 + Penalty 2709.015230 = -428693.334073
  nChanged 336
		SP:Iteration 2F (35019.750000 sec): 3 clusters
  Score: Raw -431571.498477 + Penalty 2709.015230 = -428862.483247
  nChanged 239
		SP:Iteration 3F (35019.980000 sec): 3 clusters
  Score: Raw -431698.319424 + Penalty 2709.015230 = -428989.304193
  nChanged 173
		SP:Iteration 4Q (35020.150000 sec): 3 clusters
  Score: Raw -431795.558401 + Penalty 2709.015230 = -429086.543171
  nChanged 145
		SP:Iteration 5Q (35020.350000 sec): 3 clusters
  Score: Raw -431865.563936 + Penalty 2709.015230 = -429156.548706
  nChanged 112
		SP:Iteration 6Q (35020.550000 sec): 3 clusters
  Score: Raw -431919.888527 + Penalty 2709.015230 = -429210.873296
  nChanged 80
		SP:Iteration 7Q (35020.720000 sec): 3 clusters
  Score: Raw -431953.350430 + Penalty 2709.015230 = -429244.335200
  nChanged 80
		SP:Iteration 8Q (35020.980000 sec): 3 clusters
  Score: Raw -431984.351080 + Penalty 2709.015230 = -429275.335850
  nChanged 78
		SP:Iteration 9Q (35021.150000 sec): 3 clusters
  Score: Raw -432022.941371 + Penalty 2709.015230 = -429313.926141
  nChanged 94
		SP:Iteration 10Q (35021.370000 sec): 3 clusters
  Score: Raw -432071.446343 + Penalty 2709.015230 = -429362.431113
  nChanged 103
		SP:Iteration 11Q (35021.560000 sec): 3 clusters
  Score: Raw -432122.290698 + Penalty 2709.015230 = -429413.275468
  nChanged 106
		SP:Iteration 12Q (35021.780000 sec): 3 clusters
  Score: Raw -432175.252997 + Penalty 2709.015230 = -429466.237767
  nChanged 92
		SP:Iteration 13Q (35021.940000 sec): 3 clusters
  Score: Raw -432222.305106 + Penalty 2709.015230 = -429513.289875
  nChanged 101
		SP:Iteration 14Q (35022.200000 sec): 3 clusters
  Score: Raw -432276.722815 + Penalty 2709.015230 = -429567.707584
  nChanged 109
		SP:Iteration 15Q (35022.380000 sec): 3 clusters
  Score: Raw -432329.672344 + Penalty 2709.015230 = -429620.657113
  nChanged 110
		SP:Iteration 16Q (35022.600000 sec): 3 clusters
  Score: Raw -432383.272780 + Penalty 2709.015230 = -429674.257550
  nChanged 96
		SP:Iteration 17Q (35022.840000 sec): 3 clusters
  Score: Raw -432438.948898 + Penalty 2709.015230 = -429729.933667
  nChanged 111
		SP:Iteration 18Q (35023.030000 sec): 3 clusters
  Score: Raw -432511.075312 + Penalty 2709.015230 = -429802.060082
  nChanged 122
		SP:Iteration 19Q (35023.210000 sec): 3 clusters
  Score: Raw -432593.553462 + Penalty 2709.015230 = -429884.538232
  nChanged 108
		SP:Iteration 20F (35023.420000 sec): 3 clusters
  Score: Raw -432668.180082 + Penalty 2709.015230 = -429959.164851
  nChanged 98
		SP:Iteration 21Q (35023.580000 sec): 3 clusters
  Score: Raw -432729.249397 + Penalty 2709.015230 = -430020.234167
  nChanged 84
		SP:Iteration 22Q (35023.780000 sec): 3 clusters
  Score: Raw -432772.292440 + Penalty 2709.015230 = -430063.277210
  nChanged 82
		SP:Iteration 23Q (35024.000000 sec): 3 clusters
  Score: Raw -432817.547054 + Penalty 2709.015230 = -430108.531824
  nChanged 76
		SP:Iteration 24Q (35024.190000 sec): 3 clusters
  Score: Raw -432865.166148 + Penalty 2709.015230 = -430156.150917
  nChanged 72
		SP:Iteration 25Q (35024.350000 sec): 3 clusters
  Score: Raw -432912.176387 + Penalty 2709.015230 = -430203.161157
  nChanged 71
		SP:Iteration 26Q (35024.560000 sec): 3 clusters
  Score: Raw -432953.421948 + Penalty 2709.015230 = -430244.406718
  nChanged 66
		SP:Iteration 27Q (35024.730000 sec): 3 clusters
  Score: Raw -432993.622388 + Penalty 2709.015230 = -430284.607158
  nChanged 59
		SP:Iteration 28Q (35024.890000 sec): 3 clusters
  Score: Raw -433023.434436 + Penalty 2709.015230 = -430314.419206
  nChanged 35
		SP:Iteration 29Q (35025.100000 sec): 3 clusters
  Score: Raw -433042.807811 + Penalty 2709.015230 = -430333.792581
  nChanged 34
		SP:Iteration 30Q (35025.300000 sec): 3 clusters
  Score: Raw -433062.296970 + Penalty 2709.015230 = -430353.281740
  nChanged 38
		SP:Iteration 31Q (35025.460000 sec): 3 clusters
  Score: Raw -433083.253425 + Penalty 2709.015230 = -430374.238194
  nChanged 20
		SP:Iteration 32Q (35025.720000 sec): 3 clusters
  Score: Raw -433091.164531 + Penalty 2709.015230 = -430382.149301
  nChanged 23
		SP:Iteration 33Q (35025.890000 sec): 3 clusters
  Score: Raw -433098.543294 + Penalty 2709.015230 = -430389.528064
  nChanged 15
		SP:Iteration 34Q (35026.110000 sec): 3 clusters
  Score: Raw -433103.952563 + Penalty 2709.015230 = -430394.937332
  nChanged 9
		SP:Iteration 35Q (35026.280000 sec): 3 clusters
  Score: Raw -433105.891468 + Penalty 2709.015230 = -430396.876237
  nChanged 2
		SP:Iteration 36Q (35026.520000 sec): 3 clusters
  Score: Raw -433106.755899 + Penalty 2709.015230 = -430397.740669
  nChanged 4
		SP:Iteration 37Q (35026.690000 sec): 3 clusters
  Score: Raw -433108.259953 + Penalty 2709.015230 = -430399.244723
  nChanged 6
		SP:Iteration 38Q (35026.880000 sec): 3 clusters
  Score: Raw -433110.442368 + Penalty 2709.015230 = -430401.427138
  nChanged 5
		SP:Iteration 39Q (35027.030000 sec): 3 clusters
  Score: Raw -433111.696210 + Penalty 2709.015230 = -430402.680980
  nChanged 5
		SP:Iteration 40F (35027.250000 sec): 3 clusters
  Score: Raw -433113.719531 + Penalty 2709.015230 = -430404.704300
  nChanged 6
		SP:Iteration 41Q (35027.440000 sec): 3 clusters
  Score: Raw -433115.288836 + Penalty 2709.015230 = -430406.273606
  nChanged 3
		SP:Iteration 42Q (35027.640000 sec): 3 clusters
  Score: Raw -433115.813849 + Penalty 2709.015230 = -430406.798619
  nChanged 1
		SP:Iteration 43Q (35027.860000 sec): 3 clusters
  Score: Raw -433115.913308 + Penalty 2709.015230 = -430406.898078
  nChanged 0
		SP:Iteration 44F (35028.030000 sec): 3 clusters
  Score: Raw -433115.913308 + Penalty 2709.015230 = -430406.898078
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35028.120000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35028.280000 sec): 3 clusters
  Score: Raw -53046.304434 + Penalty 2028.722561 = -51017.581872
  nChanged 126
		SP:Iteration 1F (35028.450000 sec): 3 clusters
  Score: Raw -53330.342575 + Penalty 2028.722561 = -51301.620014
  nChanged 55
		SP:Iteration 2F (35028.670000 sec): 3 clusters
  Score: Raw -53541.651440 + Penalty 2028.722561 = -51512.928879
  nChanged 38
		SP:Iteration 3F (35028.830000 sec): 3 clusters
  Score: Raw -53636.821379 + Penalty 2028.722561 = -51608.098818
  nChanged 24
		SP:Iteration 4Q (35029.040000 sec): 3 clusters
  Score: Raw -53706.171683 + Penalty 2028.722561 = -51677.449121
  nChanged 19
		SP:Iteration 5Q (35029.210000 sec): 3 clusters
  Score: Raw -53768.090386 + Penalty 2028.722561 = -51739.367825
  nChanged 9
		SP:Iteration 6Q (35029.420000 sec): 3 clusters
  Score: Raw -53793.669073 + Penalty 2028.722561 = -51764.946511
  nChanged 5
		SP:Iteration 7Q (35029.570000 sec): 3 clusters
  Score: Raw -53814.471567 + Penalty 2028.722561 = -51785.749005
  nChanged 3
		SP:Iteration 8Q (35029.770000 sec): 3 clusters
  Score: Raw -53825.638217 + Penalty 2028.722561 = -51796.915656
  nChanged 1
		SP:Iteration 9Q (35029.930000 sec): 3 clusters
  Score: Raw -53826.864809 + Penalty 2028.722561 = -51798.142248
  nChanged 0
		SP:Iteration 10F (35030.080000 sec): 3 clusters
  Score: Raw -53826.864809 + Penalty 2028.722561 = -51798.142248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35031.620000 sec): 2 clusters
  Score: Raw -42901413.462455 + Penalty 2100.053311 = -42899313.409143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35033.320000 sec): 3 clusters
  Score: Raw -42626331.388765 + Penalty 4200.106623 = -42622131.282143
  nChanged 200318
		SP:Iteration 1F (35035.040000 sec): 3 clusters
  Score: Raw -42749348.579108 + Penalty 4200.106623 = -42745148.472485
  nChanged 14195
		SP:Iteration 2Q (35036.630000 sec): 3 clusters
  Score: Raw -42753262.545869 + Penalty 4200.106623 = -42749062.439246
  nChanged 16284
		SP:Iteration 3Q (35038.860000 sec): 3 clusters
  Score: Raw -42758555.096081 + Penalty 4200.106623 = -42754354.989458
  nChanged 18674
		SP:Iteration 4Q (35041.110000 sec): 3 clusters
  Score: Raw -42765545.550358 + Penalty 4200.106623 = -42761345.443735
  nChanged 20386
		SP:Iteration 5Q (35043.170000 sec): 3 clusters
  Score: Raw -42773844.933394 + Penalty 4200.106623 = -42769644.826772
  nChanged 21327
		SP:Iteration 6F (35045.160000 sec): 3 clusters
  Score: Raw -42783328.201296 + Penalty 4200.106623 = -42779128.094673
  nChanged 21026
		SP:Iteration 7F (35047.130000 sec): 3 clusters
  Score: Raw -42793524.462662 + Penalty 4200.106623 = -42789324.356039
  nChanged 20306
		SP:Iteration 8Q (35049.080000 sec): 3 clusters
  Score: Raw -42804829.183662 + Penalty 4200.106623 = -42800629.077040
  nChanged 19517
		SP:Iteration 9Q (35051.220000 sec): 3 clusters
  Score: Raw -42817449.109269 + Penalty 4200.106623 = -42813249.002646
  nChanged 18205
		SP:Iteration 10Q (35053.160000 sec): 3 clusters
  Score: Raw -42830379.638548 + Penalty 4200.106623 = -42826179.531925
  nChanged 16261
		SP:Iteration 11Q (35055.320000 sec): 3 clusters
  Score: Raw -42841896.488919 + Penalty 4200.106623 = -42837696.382297
  nChanged 13620
		SP:Iteration 12Q (35057.060000 sec): 3 clusters
  Score: Raw -42850567.594873 + Penalty 4200.106623 = -42846367.488250
  nChanged 11384
		SP:Iteration 13Q (35058.780000 sec): 3 clusters
  Score: Raw -42857142.633112 + Penalty 4200.106623 = -42852942.526489
  nChanged 10260
		SP:Iteration 14Q (35060.620000 sec): 3 clusters
  Score: Raw -42862714.395063 + Penalty 4200.106623 = -42858514.288440
  nChanged 9809
		SP:Iteration 15Q (35062.460000 sec): 3 clusters
  Score: Raw -42868129.696503 + Penalty 4200.106623 = -42863929.589880
  nChanged 9330
		SP:Iteration 16Q (35064.930000 sec): 3 clusters
  Score: Raw -42873616.429195 + Penalty 4200.106623 = -42869416.322573
  nChanged 8678
		SP:Iteration 17Q (35066.670000 sec): 3 clusters
  Score: Raw -42879132.510583 + Penalty 4200.106623 = -42874932.403960
  nChanged 7944
		SP:Iteration 18Q (35068.330000 sec): 3 clusters
  Score: Raw -42884553.168563 + Penalty 4200.106623 = -42880353.061940
  nChanged 6853
		SP:Iteration 19Q (35070.060000 sec): 3 clusters
  Score: Raw -42889551.233990 + Penalty 4200.106623 = -42885351.127367
  nChanged 5593
		SP:Iteration 20F (35071.880000 sec): 3 clusters
  Score: Raw -42893806.470709 + Penalty 4200.106623 = -42889606.364087
  nChanged 4128
		SP:Iteration 21Q (35073.470000 sec): 3 clusters
  Score: Raw -42896949.490768 + Penalty 4200.106623 = -42892749.384145
  nChanged 2829
		SP:Iteration 22Q (35074.990000 sec): 3 clusters
  Score: Raw -42899040.882440 + Penalty 4200.106623 = -42894840.775818
  nChanged 1757
		SP:Iteration 23Q (35076.710000 sec): 3 clusters
  Score: Raw -42900297.663594 + Penalty 4200.106623 = -42896097.556972
  nChanged 960
		SP:Iteration 24Q (35078.310000 sec): 3 clusters
  Score: Raw -42900981.787080 + Penalty 4200.106623 = -42896781.680457
  nChanged 484
		SP:Iteration 25Q (35080.090000 sec): 3 clusters
  Score: Raw -42901323.853391 + Penalty 4200.106623 = -42897123.746769
  nChanged 276
		SP:Iteration 26Q (35081.890000 sec): 3 clusters
  Score: Raw -42901496.121682 + Penalty 4200.106623 = -42897296.015059
  nChanged 159
		SP:Iteration 27Q (35083.430000 sec): 3 clusters
  Score: Raw -42901585.754212 + Penalty 4200.106623 = -42897385.647590
  nChanged 91
		SP:Iteration 28Q (35084.960000 sec): 3 clusters
  Score: Raw -42901636.703301 + Penalty 4200.106623 = -42897436.596678
  nChanged 74
		SP:Iteration 29Q (35086.790000 sec): 3 clusters
  Score: Raw -42901687.646433 + Penalty 4200.106623 = -42897487.539810
  nChanged 60
		SP:Iteration 30Q (35088.240000 sec): 3 clusters
  Score: Raw -42901725.662057 + Penalty 4200.106623 = -42897525.555434
  nChanged 51
		SP:Iteration 31Q (35089.830000 sec): 3 clusters
  Score: Raw -42901757.362737 + Penalty 4200.106623 = -42897557.256114
  nChanged 43
		SP:Iteration 32Q (35091.690000 sec): 3 clusters
  Score: Raw -42901786.862882 + Penalty 4200.106623 = -42897586.756259
  nChanged 40
		SP:Iteration 33Q (35093.410000 sec): 3 clusters
  Score: Raw -42901806.385275 + Penalty 4200.106623 = -42897606.278653
  nChanged 20
		SP:Iteration 34Q (35094.980000 sec): 3 clusters
  Score: Raw -42901816.880123 + Penalty 4200.106623 = -42897616.773500
  nChanged 18
		SP:Iteration 35Q (35096.550000 sec): 3 clusters
  Score: Raw -42901824.109584 + Penalty 4200.106623 = -42897624.002961
  nChanged 16
		SP:Iteration 36Q (35098.100000 sec): 3 clusters
  Score: Raw -42901831.949163 + Penalty 4200.106623 = -42897631.842540
  nChanged 11
		SP:Iteration 37Q (35099.660000 sec): 3 clusters
  Score: Raw -42901836.678163 + Penalty 4200.106623 = -42897636.571540
  nChanged 13
		SP:Iteration 38Q (35101.380000 sec): 3 clusters
  Score: Raw -42901841.225697 + Penalty 4200.106623 = -42897641.119074
  nChanged 7
		SP:Iteration 39Q (35102.850000 sec): 3 clusters
  Score: Raw -42901844.541190 + Penalty 4200.106623 = -42897644.434568
  nChanged 8
		SP:Iteration 40F (35104.660000 sec): 3 clusters
  Score: Raw -42901848.762950 + Penalty 4200.106623 = -42897648.656328
  nChanged 9
		SP:Iteration 41Q (35106.300000 sec): 3 clusters
  Score: Raw -42901853.742463 + Penalty 4200.106623 = -42897653.635841
  nChanged 13
		SP:Iteration 42Q (35107.720000 sec): 3 clusters
  Score: Raw -42901859.094354 + Penalty 4200.106623 = -42897658.987732
  nChanged 11
		SP:Iteration 43Q (35109.520000 sec): 3 clusters
  Score: Raw -42901863.738619 + Penalty 4200.106623 = -42897663.631996
  nChanged 5
		SP:Iteration 44Q (35111.200000 sec): 3 clusters
  Score: Raw -42901867.055387 + Penalty 4200.106623 = -42897666.948765
  nChanged 7
		SP:Iteration 45Q (35112.810000 sec): 3 clusters
  Score: Raw -42901870.023789 + Penalty 4200.106623 = -42897669.917166
  nChanged 3
		SP:Iteration 46Q (35114.540000 sec): 3 clusters
  Score: Raw -42901870.866203 + Penalty 4200.106623 = -42897670.759580
  nChanged 3
		SP:Iteration 47Q (35116.180000 sec): 3 clusters
  Score: Raw -42901872.074935 + Penalty 4200.106623 = -42897671.968312
  nChanged 5
		SP:Iteration 48Q (35117.730000 sec): 3 clusters
  Score: Raw -42901873.204283 + Penalty 4200.106623 = -42897673.097660
  nChanged 3
		SP:Iteration 49Q (35119.450000 sec): 3 clusters
  Score: Raw -42901875.004750 + Penalty 4200.106623 = -42897674.898127
  nChanged 4
		SP:Iteration 50Q (35121.170000 sec): 3 clusters
  Score: Raw -42901877.665895 + Penalty 4200.106623 = -42897677.559273
  nChanged 10
		SP:Iteration 51Q (35122.800000 sec): 3 clusters
  Score: Raw -42901882.369780 + Penalty 4200.106623 = -42897682.263157
  nChanged 8
		SP:Iteration 52Q (35124.750000 sec): 3 clusters
  Score: Raw -42901885.087875 + Penalty 4200.106623 = -42897684.981253
  nChanged 5
		SP:Iteration 53Q (35126.480000 sec): 3 clusters
  Score: Raw -42901886.184591 + Penalty 4200.106623 = -42897686.077968
  nChanged 2
		SP:Iteration 54Q (35128.090000 sec): 3 clusters
  Score: Raw -42901887.406439 + Penalty 4200.106623 = -42897687.299816
  nChanged 5
		SP:Iteration 55Q (35129.790000 sec): 3 clusters
  Score: Raw -42901889.477368 + Penalty 4200.106623 = -42897689.370745
  nChanged 4
		SP:Iteration 56Q (35131.290000 sec): 3 clusters
  Score: Raw -42901890.906130 + Penalty 4200.106623 = -42897690.799507
  nChanged 6
		SP:Iteration 57Q (35132.930000 sec): 3 clusters
  Score: Raw -42901893.155865 + Penalty 4200.106623 = -42897693.049242
  nChanged 1
		SP:Iteration 58Q (35134.500000 sec): 3 clusters
  Score: Raw -42901893.366364 + Penalty 4200.106623 = -42897693.259741
  nChanged 1
		SP:Iteration 59Q (35136.490000 sec): 3 clusters
  Score: Raw -42901893.920499 + Penalty 4200.106623 = -42897693.813876
  nChanged 1
		SP:Iteration 60F (35138.380000 sec): 3 clusters
  Score: Raw -42901894.478151 + Penalty 4200.106623 = -42897694.371528
  nChanged 1
		SP:Iteration 61Q (35139.830000 sec): 3 clusters
  Score: Raw -42901894.817780 + Penalty 4200.106623 = -42897694.711157
  nChanged 0
		SP:Iteration 62F (35141.680000 sec): 3 clusters
  Score: Raw -42901894.817780 + Penalty 4200.106623 = -42897694.711157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35142.040000 sec): 2 clusters
  Score: Raw -1328867.952230 + Penalty 1539.876032 = -1327328.076198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35142.260000 sec): 3 clusters
  Score: Raw -1321262.345896 + Penalty 3079.752064 = -1318182.593832
  nChanged 5779
		SP:Iteration 1F (35142.470000 sec): 3 clusters
  Score: Raw -1324452.539720 + Penalty 3079.752064 = -1321372.787656
  nChanged 768
		SP:Iteration 2F (35142.740000 sec): 3 clusters
  Score: Raw -1324786.608011 + Penalty 3079.752064 = -1321706.855947
  nChanged 640
		SP:Iteration 3Q (35142.960000 sec): 3 clusters
  Score: Raw -1325029.807446 + Penalty 3079.752064 = -1321950.055382
  nChanged 546
		SP:Iteration 4Q (35143.210000 sec): 3 clusters
  Score: Raw -1325256.175067 + Penalty 3079.752064 = -1322176.423003
  nChanged 538
		SP:Iteration 5Q (35143.450000 sec): 3 clusters
  Score: Raw -1325491.759546 + Penalty 3079.752064 = -1322412.007482
  nChanged 502
		SP:Iteration 6Q (35143.680000 sec): 3 clusters
  Score: Raw -1325688.521132 + Penalty 3079.752064 = -1322608.769068
  nChanged 476
		SP:Iteration 7Q (35143.960000 sec): 3 clusters
  Score: Raw -1325895.196117 + Penalty 3079.752064 = -1322815.444053
  nChanged 480
		SP:Iteration 8Q (35144.140000 sec): 3 clusters
  Score: Raw -1326134.317225 + Penalty 3079.752064 = -1323054.565160
  nChanged 545
		SP:Iteration 9Q (35144.350000 sec): 3 clusters
  Score: Raw -1326458.233805 + Penalty 3079.752064 = -1323378.481741
  nChanged 545
		SP:Iteration 10Q (35144.580000 sec): 3 clusters
  Score: Raw -1326817.217194 + Penalty 3079.752064 = -1323737.465130
  nChanged 498
		SP:Iteration 11Q (35144.810000 sec): 3 clusters
  Score: Raw -1327097.775689 + Penalty 3079.752064 = -1324018.023624
  nChanged 409
		SP:Iteration 12Q (35145.090000 sec): 3 clusters
  Score: Raw -1327321.579929 + Penalty 3079.752064 = -1324241.827865
  nChanged 361
		SP:Iteration 13Q (35145.330000 sec): 3 clusters
  Score: Raw -1327507.021244 + Penalty 3079.752064 = -1324427.269180
  nChanged 306
		SP:Iteration 14Q (35145.560000 sec): 3 clusters
  Score: Raw -1327652.804330 + Penalty 3079.752064 = -1324573.052266
  nChanged 281
		SP:Iteration 15Q (35145.790000 sec): 3 clusters
  Score: Raw -1327781.749699 + Penalty 3079.752064 = -1324701.997635
  nChanged 255
		SP:Iteration 16Q (35146.050000 sec): 3 clusters
  Score: Raw -1327882.343342 + Penalty 3079.752064 = -1324802.591278
  nChanged 219
		SP:Iteration 17Q (35146.280000 sec): 3 clusters
  Score: Raw -1327976.827475 + Penalty 3079.752064 = -1324897.075411
  nChanged 203
		SP:Iteration 18Q (35146.530000 sec): 3 clusters
  Score: Raw -1328060.164970 + Penalty 3079.752064 = -1324980.412906
  nChanged 175
		SP:Iteration 19Q (35146.760000 sec): 3 clusters
  Score: Raw -1328130.521270 + Penalty 3079.752064 = -1325050.769206
  nChanged 176
		SP:Iteration 20F (35147.000000 sec): 3 clusters
  Score: Raw -1328210.887538 + Penalty 3079.752064 = -1325131.135473
  nChanged 177
		SP:Iteration 21Q (35147.200000 sec): 3 clusters
  Score: Raw -1328303.834322 + Penalty 3079.752064 = -1325224.082258
  nChanged 170
		SP:Iteration 22Q (35147.460000 sec): 3 clusters
  Score: Raw -1328380.602859 + Penalty 3079.752064 = -1325300.850795
  nChanged 163
		SP:Iteration 23Q (35147.690000 sec): 3 clusters
  Score: Raw -1328454.334851 + Penalty 3079.752064 = -1325374.582787
  nChanged 156
		SP:Iteration 24Q (35147.920000 sec): 3 clusters
  Score: Raw -1328530.069869 + Penalty 3079.752064 = -1325450.317805
  nChanged 131
		SP:Iteration 25Q (35148.180000 sec): 3 clusters
  Score: Raw -1328586.816492 + Penalty 3079.752064 = -1325507.064427
  nChanged 112
		SP:Iteration 26Q (35148.400000 sec): 3 clusters
  Score: Raw -1328641.600725 + Penalty 3079.752064 = -1325561.848661
  nChanged 97
		SP:Iteration 27Q (35148.600000 sec): 3 clusters
  Score: Raw -1328683.087049 + Penalty 3079.752064 = -1325603.334985
  nChanged 73
		SP:Iteration 28Q (35148.840000 sec): 3 clusters
  Score: Raw -1328706.929683 + Penalty 3079.752064 = -1325627.177619
  nChanged 68
		SP:Iteration 29Q (35149.060000 sec): 3 clusters
  Score: Raw -1328730.671519 + Penalty 3079.752064 = -1325650.919455
  nChanged 65
		SP:Iteration 30Q (35149.290000 sec): 3 clusters
  Score: Raw -1328751.901802 + Penalty 3079.752064 = -1325672.149738
  nChanged 53
		SP:Iteration 31Q (35149.520000 sec): 3 clusters
  Score: Raw -1328771.378024 + Penalty 3079.752064 = -1325691.625960
  nChanged 50
		SP:Iteration 32Q (35149.750000 sec): 3 clusters
  Score: Raw -1328789.167337 + Penalty 3079.752064 = -1325709.415273
  nChanged 51
		SP:Iteration 33Q (35149.940000 sec): 3 clusters
  Score: Raw -1328807.700273 + Penalty 3079.752064 = -1325727.948209
  nChanged 41
		SP:Iteration 34Q (35150.170000 sec): 3 clusters
  Score: Raw -1328826.830703 + Penalty 3079.752064 = -1325747.078639
  nChanged 51
		SP:Iteration 35Q (35150.370000 sec): 3 clusters
  Score: Raw -1328853.311569 + Penalty 3079.752064 = -1325773.559505
  nChanged 52
		SP:Iteration 36Q (35150.570000 sec): 3 clusters
  Score: Raw -1328876.322332 + Penalty 3079.752064 = -1325796.570268
  nChanged 51
		SP:Iteration 37Q (35150.800000 sec): 3 clusters
  Score: Raw -1328901.068557 + Penalty 3079.752064 = -1325821.316493
  nChanged 56
		SP:Iteration 38Q (35151.040000 sec): 3 clusters
  Score: Raw -1328929.057919 + Penalty 3079.752064 = -1325849.305855
  nChanged 34
		SP:Iteration 39Q (35151.240000 sec): 3 clusters
  Score: Raw -1328943.348960 + Penalty 3079.752064 = -1325863.596896
  nChanged 40
		SP:Iteration 40F (35151.510000 sec): 3 clusters
  Score: Raw -1328959.893895 + Penalty 3079.752064 = -1325880.141831
  nChanged 32
		SP:Iteration 41Q (35151.740000 sec): 3 clusters
  Score: Raw -1328973.907701 + Penalty 3079.752064 = -1325894.155637
  nChanged 27
		SP:Iteration 42Q (35151.940000 sec): 3 clusters
  Score: Raw -1328986.127350 + Penalty 3079.752064 = -1325906.375286
  nChanged 28
		SP:Iteration 43Q (35152.170000 sec): 3 clusters
  Score: Raw -1329001.019807 + Penalty 3079.752064 = -1325921.267743
  nChanged 28
		SP:Iteration 44Q (35152.380000 sec): 3 clusters
  Score: Raw -1329016.100529 + Penalty 3079.752064 = -1325936.348465
  nChanged 34
		SP:Iteration 45Q (35152.620000 sec): 3 clusters
  Score: Raw -1329033.990865 + Penalty 3079.752064 = -1325954.238801
  nChanged 29
		SP:Iteration 46Q (35152.860000 sec): 3 clusters
  Score: Raw -1329047.216251 + Penalty 3079.752064 = -1325967.464186
  nChanged 25
		SP:Iteration 47Q (35153.090000 sec): 3 clusters
  Score: Raw -1329060.433949 + Penalty 3079.752064 = -1325980.681885
  nChanged 23
		SP:Iteration 48Q (35153.270000 sec): 3 clusters
  Score: Raw -1329070.978494 + Penalty 3079.752064 = -1325991.226430
  nChanged 16
		SP:Iteration 49Q (35153.510000 sec): 3 clusters
  Score: Raw -1329079.797857 + Penalty 3079.752064 = -1326000.045792
  nChanged 11
		SP:Iteration 50Q (35153.740000 sec): 3 clusters
  Score: Raw -1329086.072844 + Penalty 3079.752064 = -1326006.320780
  nChanged 14
		SP:Iteration 51Q (35153.980000 sec): 3 clusters
  Score: Raw -1329092.277081 + Penalty 3079.752064 = -1326012.525017
  nChanged 12
		SP:Iteration 52Q (35154.260000 sec): 3 clusters
  Score: Raw -1329097.681591 + Penalty 3079.752064 = -1326017.929527
  nChanged 12
		SP:Iteration 53Q (35154.480000 sec): 3 clusters
  Score: Raw -1329102.526895 + Penalty 3079.752064 = -1326022.774831
  nChanged 6
		SP:Iteration 54Q (35154.700000 sec): 3 clusters
  Score: Raw -1329104.493279 + Penalty 3079.752064 = -1326024.741215
  nChanged 6
		SP:Iteration 55Q (35154.930000 sec): 3 clusters
  Score: Raw -1329106.624591 + Penalty 3079.752064 = -1326026.872527
  nChanged 4
		SP:Iteration 56Q (35155.160000 sec): 3 clusters
  Score: Raw -1329107.806608 + Penalty 3079.752064 = -1326028.054544
  nChanged 4
		SP:Iteration 57Q (35155.380000 sec): 3 clusters
  Score: Raw -1329109.310178 + Penalty 3079.752064 = -1326029.558114
  nChanged 5
		SP:Iteration 58Q (35155.640000 sec): 3 clusters
  Score: Raw -1329111.279090 + Penalty 3079.752064 = -1326031.527026
  nChanged 4
		SP:Iteration 59Q (35155.850000 sec): 3 clusters
  Score: Raw -1329112.629066 + Penalty 3079.752064 = -1326032.877002
  nChanged 8
		SP:Iteration 60F (35156.060000 sec): 3 clusters
  Score: Raw -1329116.450940 + Penalty 3079.752064 = -1326036.698876
  nChanged 8
		SP:Iteration 61Q (35156.270000 sec): 3 clusters
  Score: Raw -1329119.526453 + Penalty 3079.752064 = -1326039.774388
  nChanged 3
		SP:Iteration 62Q (35156.490000 sec): 3 clusters
  Score: Raw -1329120.826378 + Penalty 3079.752064 = -1326041.074314
  nChanged 3
		SP:Iteration 63Q (35156.750000 sec): 3 clusters
  Score: Raw -1329121.758494 + Penalty 3079.752064 = -1326042.006430
  nChanged 1
		SP:Iteration 64Q (35156.970000 sec): 3 clusters
  Score: Raw -1329122.077626 + Penalty 3079.752064 = -1326042.325562
  nChanged 1
		SP:Iteration 65Q (35157.180000 sec): 3 clusters
  Score: Raw -1329122.213957 + Penalty 3079.752064 = -1326042.461892
  nChanged 1
		SP:Iteration 66Q (35157.400000 sec): 3 clusters
  Score: Raw -1329122.318591 + Penalty 3079.752064 = -1326042.566527
  nChanged 0
		SP:Iteration 67F (35157.620000 sec): 3 clusters
  Score: Raw -1329122.318591 + Penalty 3079.752064 = -1326042.566527
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35157.720000 sec): 2 clusters
  Score: Raw -130659.699781 + Penalty 1169.826327 = -129489.873455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35157.910000 sec): 3 clusters
  Score: Raw -130175.907647 + Penalty 2339.652653 = -127836.254994
  nChanged 421
		SP:Iteration 1F (35158.090000 sec): 3 clusters
  Score: Raw -130472.707183 + Penalty 2339.652653 = -128133.054530
  nChanged 108
		SP:Iteration 2F (35158.260000 sec): 3 clusters
  Score: Raw -130579.884897 + Penalty 2339.652653 = -128240.232244
  nChanged 62
		SP:Iteration 3Q (35158.450000 sec): 3 clusters
  Score: Raw -130638.556864 + Penalty 2339.652653 = -128298.904211
  nChanged 40
		SP:Iteration 4Q (35158.620000 sec): 3 clusters
  Score: Raw -130675.939247 + Penalty 2339.652653 = -128336.286594
  nChanged 34
		SP:Iteration 5Q (35158.800000 sec): 3 clusters
  Score: Raw -130704.125254 + Penalty 2339.652653 = -128364.472601
  nChanged 20
		SP:Iteration 6Q (35158.970000 sec): 3 clusters
  Score: Raw -130717.131149 + Penalty 2339.652653 = -128377.478496
  nChanged 13
		SP:Iteration 7Q (35159.150000 sec): 3 clusters
  Score: Raw -130726.375634 + Penalty 2339.652653 = -128386.722981
  nChanged 12
		SP:Iteration 8Q (35159.340000 sec): 3 clusters
  Score: Raw -130734.600375 + Penalty 2339.652653 = -128394.947721
  nChanged 7
		SP:Iteration 9Q (35159.450000 sec): 3 clusters
  Score: Raw -130740.603734 + Penalty 2339.652653 = -128400.951080
  nChanged 8
		SP:Iteration 10Q (35159.570000 sec): 3 clusters
  Score: Raw -130746.239510 + Penalty 2339.652653 = -128406.586856
  nChanged 10
		SP:Iteration 11Q (35159.670000 sec): 3 clusters
  Score: Raw -130759.482262 + Penalty 2339.652653 = -128419.829608
  nChanged 15
		SP:Iteration 12Q (35159.760000 sec): 3 clusters
  Score: Raw -130769.529634 + Penalty 2339.652653 = -128429.876981
  nChanged 17
		SP:Iteration 13Q (35159.860000 sec): 3 clusters
  Score: Raw -130792.365958 + Penalty 2339.652653 = -128452.713305
  nChanged 26
		SP:Iteration 14Q (35160.060000 sec): 3 clusters
  Score: Raw -130851.258723 + Penalty 2339.652653 = -128511.606070
  nChanged 31
		SP:Iteration 15Q (35160.210000 sec): 3 clusters
  Score: Raw -130912.888492 + Penalty 2339.652653 = -128573.235839
  nChanged 38
		SP:Iteration 16Q (35160.400000 sec): 3 clusters
  Score: Raw -130974.519703 + Penalty 2339.652653 = -128634.867050
  nChanged 39
		SP:Iteration 17Q (35160.640000 sec): 3 clusters
  Score: Raw -131025.398342 + Penalty 2339.652653 = -128685.745689
  nChanged 45
		SP:Iteration 18Q (35160.820000 sec): 3 clusters
  Score: Raw -131093.760606 + Penalty 2339.652653 = -128754.107953
  nChanged 39
		SP:Iteration 19Q (35161.030000 sec): 3 clusters
  Score: Raw -131163.763496 + Penalty 2339.652653 = -128824.110843
  nChanged 45
		SP:Iteration 20F (35161.220000 sec): 3 clusters
  Score: Raw -131215.462306 + Penalty 2339.652653 = -128875.809653
  nChanged 37
		SP:Iteration 21Q (35161.450000 sec): 3 clusters
  Score: Raw -131265.898973 + Penalty 2339.652653 = -128926.246320
  nChanged 29
		SP:Iteration 22Q (35161.640000 sec): 3 clusters
  Score: Raw -131301.853528 + Penalty 2339.652653 = -128962.200875
  nChanged 30
		SP:Iteration 23Q (35161.820000 sec): 3 clusters
  Score: Raw -131334.954048 + Penalty 2339.652653 = -128995.301395
  nChanged 25
		SP:Iteration 24Q (35162.020000 sec): 3 clusters
  Score: Raw -131372.932135 + Penalty 2339.652653 = -129033.279482
  nChanged 19
		SP:Iteration 25Q (35162.210000 sec): 3 clusters
  Score: Raw -131396.625936 + Penalty 2339.652653 = -129056.973283
  nChanged 19
		SP:Iteration 26Q (35162.390000 sec): 3 clusters
  Score: Raw -131417.282851 + Penalty 2339.652653 = -129077.630198
  nChanged 14
		SP:Iteration 27Q (35162.550000 sec): 3 clusters
  Score: Raw -131432.452109 + Penalty 2339.652653 = -129092.799455
  nChanged 9
		SP:Iteration 28Q (35162.730000 sec): 3 clusters
  Score: Raw -131439.170057 + Penalty 2339.652653 = -129099.517404
  nChanged 4
		SP:Iteration 29Q (35162.920000 sec): 3 clusters
  Score: Raw -131441.390287 + Penalty 2339.652653 = -129101.737634
  nChanged 3
		SP:Iteration 30Q (35163.100000 sec): 3 clusters
  Score: Raw -131442.973264 + Penalty 2339.652653 = -129103.320611
  nChanged 1
		SP:Iteration 31Q (35163.240000 sec): 3 clusters
  Score: Raw -131443.678803 + Penalty 2339.652653 = -129104.026150
  nChanged 1
		SP:Iteration 32Q (35163.390000 sec): 3 clusters
  Score: Raw -131444.472851 + Penalty 2339.652653 = -129104.820197
  nChanged 0
		SP:Iteration 33F (35163.530000 sec): 3 clusters
  Score: Raw -131444.472851 + Penalty 2339.652653 = -129104.820197
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (38582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35163.790000 sec): 2 clusters
  Score: Raw -4269586.461885 + Penalty 1716.087933 = -4267870.373952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35164.200000 sec): 3 clusters
  Score: Raw -4245309.014252 + Penalty 3432.175866 = -4241876.838387
  nChanged 18097
		SP:Iteration 1F (35164.550000 sec): 3 clusters
  Score: Raw -4255876.785651 + Penalty 3432.175866 = -4252444.609785
  nChanged 1491
		SP:Iteration 2Q (35164.960000 sec): 3 clusters
  Score: Raw -4256338.829238 + Penalty 3432.175866 = -4252906.653372
  nChanged 1517
		SP:Iteration 3Q (35165.370000 sec): 3 clusters
  Score: Raw -4256900.130641 + Penalty 3432.175866 = -4253467.954775
  nChanged 1753
		SP:Iteration 4Q (35165.760000 sec): 3 clusters
  Score: Raw -4257743.351032 + Penalty 3432.175866 = -4254311.175167
  nChanged 2082
		SP:Iteration 5F (35166.140000 sec): 3 clusters
  Score: Raw -4258981.885606 + Penalty 3432.175866 = -4255549.709740
  nChanged 2432
		SP:Iteration 6F (35166.500000 sec): 3 clusters
  Score: Raw -4260768.227355 + Penalty 3432.175866 = -4257336.051489
  nChanged 2716
		SP:Iteration 7F (35166.840000 sec): 3 clusters
  Score: Raw -4263114.947519 + Penalty 3432.175866 = -4259682.771654
  nChanged 2536
		SP:Iteration 8F (35167.170000 sec): 3 clusters
  Score: Raw -4265429.031886 + Penalty 3432.175866 = -4261996.856020
  nChanged 1937
		SP:Iteration 9F (35167.550000 sec): 3 clusters
  Score: Raw -4267178.554294 + Penalty 3432.175866 = -4263746.378429
  nChanged 1297
		SP:Iteration 10Q (35167.900000 sec): 3 clusters
  Score: Raw -4268319.535389 + Penalty 3432.175866 = -4264887.359524
  nChanged 752
		SP:Iteration 11Q (35168.230000 sec): 3 clusters
  Score: Raw -4268952.820075 + Penalty 3432.175866 = -4265520.644209
  nChanged 443
		SP:Iteration 12Q (35168.570000 sec): 3 clusters
  Score: Raw -4269332.523875 + Penalty 3432.175866 = -4265900.348009
  nChanged 231
		SP:Iteration 13Q (35168.960000 sec): 3 clusters
  Score: Raw -4269520.750734 + Penalty 3432.175866 = -4266088.574868
  nChanged 105
		SP:Iteration 14Q (35169.350000 sec): 3 clusters
  Score: Raw -4269613.718100 + Penalty 3432.175866 = -4266181.542234
  nChanged 58
		SP:Iteration 15Q (35169.680000 sec): 3 clusters
  Score: Raw -4269671.257922 + Penalty 3432.175866 = -4266239.082056
  nChanged 36
		SP:Iteration 16Q (35170.020000 sec): 3 clusters
  Score: Raw -4269710.489922 + Penalty 3432.175866 = -4266278.314056
  nChanged 35
		SP:Iteration 17Q (35170.360000 sec): 3 clusters
  Score: Raw -4269746.155151 + Penalty 3432.175866 = -4266313.979285
  nChanged 18
		SP:Iteration 18Q (35170.760000 sec): 3 clusters
  Score: Raw -4269765.739502 + Penalty 3432.175866 = -4266333.563636
  nChanged 14
		SP:Iteration 19Q (35171.090000 sec): 3 clusters
  Score: Raw -4269784.882014 + Penalty 3432.175866 = -4266352.706148
  nChanged 11
		SP:Iteration 20F (35171.440000 sec): 3 clusters
  Score: Raw -4269796.783347 + Penalty 3432.175866 = -4266364.607481
  nChanged 13
		SP:Iteration 21Q (35171.810000 sec): 3 clusters
  Score: Raw -4269811.944243 + Penalty 3432.175866 = -4266379.768378
  nChanged 8
		SP:Iteration 22Q (35172.120000 sec): 3 clusters
  Score: Raw -4269818.926945 + Penalty 3432.175866 = -4266386.751079
  nChanged 5
		SP:Iteration 23Q (35172.510000 sec): 3 clusters
  Score: Raw -4269823.002157 + Penalty 3432.175866 = -4266390.826291
  nChanged 1
		SP:Iteration 24Q (35172.870000 sec): 3 clusters
  Score: Raw -4269823.628039 + Penalty 3432.175866 = -4266391.452174
  nChanged 1
		SP:Iteration 25Q (35173.200000 sec): 3 clusters
  Score: Raw -4269824.466368 + Penalty 3432.175866 = -4266392.290502
  nChanged 1
		SP:Iteration 26Q (35173.540000 sec): 3 clusters
  Score: Raw -4269825.117644 + Penalty 3432.175866 = -4266392.941778
  nChanged 1
		SP:Iteration 27Q (35173.910000 sec): 3 clusters
  Score: Raw -4269826.734094 + Penalty 3432.175866 = -4266394.558228
  nChanged 3
		SP:Iteration 28Q (35174.290000 sec): 3 clusters
  Score: Raw -4269829.810367 + Penalty 3432.175866 = -4266397.634501
  nChanged 3
		SP:Iteration 29Q (35174.640000 sec): 3 clusters
  Score: Raw -4269833.115749 + Penalty 3432.175866 = -4266400.939883
  nChanged 2
		SP:Iteration 30Q (35174.980000 sec): 3 clusters
  Score: Raw -4269836.639315 + Penalty 3432.175866 = -4266404.463449
  nChanged 3
		SP:Iteration 31Q (35175.390000 sec): 3 clusters
  Score: Raw -4269840.814766 + Penalty 3432.175866 = -4266408.638900
  nChanged 3
		SP:Iteration 32Q (35175.730000 sec): 3 clusters
  Score: Raw -4269846.100340 + Penalty 3432.175866 = -4266413.924474
  nChanged 3
		SP:Iteration 33Q (35176.060000 sec): 3 clusters
  Score: Raw -4269850.223791 + Penalty 3432.175866 = -4266418.047925
  nChanged 2
		SP:Iteration 34Q (35176.410000 sec): 3 clusters
  Score: Raw -4269851.830869 + Penalty 3432.175866 = -4266419.655004
  nChanged 3
		SP:Iteration 35Q (35176.730000 sec): 3 clusters
  Score: Raw -4269854.521992 + Penalty 3432.175866 = -4266422.346126
  nChanged 0
		SP:Iteration 36F (35177.060000 sec): 3 clusters
  Score: Raw -4269854.521992 + Penalty 3432.175866 = -4266422.346126
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31804 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35177.290000 sec): 2 clusters
  Score: Raw -3234040.703980 + Penalty 1684.693944 = -3232356.010036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35177.590000 sec): 3 clusters
  Score: Raw -3214260.097004 + Penalty 3369.387888 = -3210890.709116
  nChanged 14818
		SP:Iteration 1F (35177.960000 sec): 3 clusters
  Score: Raw -3222530.853536 + Penalty 3369.387888 = -3219161.465649
  nChanged 1456
		SP:Iteration 2Q (35178.360000 sec): 3 clusters
  Score: Raw -3223080.124387 + Penalty 3369.387888 = -3219710.736499
  nChanged 1555
		SP:Iteration 3Q (35178.650000 sec): 3 clusters
  Score: Raw -3223785.552025 + Penalty 3369.387888 = -3220416.164137
  nChanged 1698
		SP:Iteration 4F (35178.990000 sec): 3 clusters
  Score: Raw -3224710.906381 + Penalty 3369.387888 = -3221341.518493
  nChanged 1991
		SP:Iteration 5F (35179.270000 sec): 3 clusters
  Score: Raw -3225945.773147 + Penalty 3369.387888 = -3222576.385260
  nChanged 2230
		SP:Iteration 6F (35179.590000 sec): 3 clusters
  Score: Raw -3227483.510526 + Penalty 3369.387888 = -3224114.122638
  nChanged 2254
		SP:Iteration 7F (35179.950000 sec): 3 clusters
  Score: Raw -3229260.763505 + Penalty 3369.387888 = -3225891.375617
  nChanged 2002
		SP:Iteration 8F (35180.250000 sec): 3 clusters
  Score: Raw -3230859.481305 + Penalty 3369.387888 = -3227490.093418
  nChanged 1479
		SP:Iteration 9Q (35180.620000 sec): 3 clusters
  Score: Raw -3231883.688848 + Penalty 3369.387888 = -3228514.300960
  nChanged 1014
		SP:Iteration 10Q (35180.990000 sec): 3 clusters
  Score: Raw -3232434.378495 + Penalty 3369.387888 = -3229064.990607
  nChanged 736
		SP:Iteration 11Q (35181.340000 sec): 3 clusters
  Score: Raw -3232776.908993 + Penalty 3369.387888 = -3229407.521105
  nChanged 588
		SP:Iteration 12Q (35181.650000 sec): 3 clusters
  Score: Raw -3233051.475734 + Penalty 3369.387888 = -3229682.087846
  nChanged 506
		SP:Iteration 13Q (35181.980000 sec): 3 clusters
  Score: Raw -3233270.856363 + Penalty 3369.387888 = -3229901.468475
  nChanged 409
		SP:Iteration 14Q (35182.330000 sec): 3 clusters
  Score: Raw -3233437.190931 + Penalty 3369.387888 = -3230067.803044
  nChanged 369
		SP:Iteration 15Q (35182.680000 sec): 3 clusters
  Score: Raw -3233595.544642 + Penalty 3369.387888 = -3230226.156754
  nChanged 348
		SP:Iteration 16Q (35183.040000 sec): 3 clusters
  Score: Raw -3233739.497874 + Penalty 3369.387888 = -3230370.109986
  nChanged 313
		SP:Iteration 17Q (35183.380000 sec): 3 clusters
  Score: Raw -3233856.171539 + Penalty 3369.387888 = -3230486.783651
  nChanged 277
		SP:Iteration 18Q (35183.680000 sec): 3 clusters
  Score: Raw -3233962.883891 + Penalty 3369.387888 = -3230593.496003
  nChanged 246
		SP:Iteration 19Q (35184.040000 sec): 3 clusters
  Score: Raw -3234059.733470 + Penalty 3369.387888 = -3230690.345582
  nChanged 212
		SP:Iteration 20F (35184.400000 sec): 3 clusters
  Score: Raw -3234131.383985 + Penalty 3369.387888 = -3230761.996098
  nChanged 169
		SP:Iteration 21Q (35184.760000 sec): 3 clusters
  Score: Raw -3234182.348586 + Penalty 3369.387888 = -3230812.960698
  nChanged 149
		SP:Iteration 22Q (35185.070000 sec): 3 clusters
  Score: Raw -3234226.189302 + Penalty 3369.387888 = -3230856.801415
  nChanged 154
		SP:Iteration 23Q (35185.360000 sec): 3 clusters
  Score: Raw -3234271.129213 + Penalty 3369.387888 = -3230901.741325
  nChanged 156
		SP:Iteration 24Q (35185.670000 sec): 3 clusters
  Score: Raw -3234312.464207 + Penalty 3369.387888 = -3230943.076319
  nChanged 134
		SP:Iteration 25Q (35185.990000 sec): 3 clusters
  Score: Raw -3234347.005226 + Penalty 3369.387888 = -3230977.617338
  nChanged 132
		SP:Iteration 26Q (35186.310000 sec): 3 clusters
  Score: Raw -3234383.237261 + Penalty 3369.387888 = -3231013.849373
  nChanged 118
		SP:Iteration 27Q (35186.670000 sec): 3 clusters
  Score: Raw -3234414.225130 + Penalty 3369.387888 = -3231044.837243
  nChanged 111
		SP:Iteration 28Q (35187.000000 sec): 3 clusters
  Score: Raw -3234443.072336 + Penalty 3369.387888 = -3231073.684448
  nChanged 112
		SP:Iteration 29Q (35187.400000 sec): 3 clusters
  Score: Raw -3234468.464717 + Penalty 3369.387888 = -3231099.076830
  nChanged 109
		SP:Iteration 30Q (35187.690000 sec): 3 clusters
  Score: Raw -3234493.197692 + Penalty 3369.387888 = -3231123.809804
  nChanged 98
		SP:Iteration 31Q (35188.000000 sec): 3 clusters
  Score: Raw -3234516.265683 + Penalty 3369.387888 = -3231146.877795
  nChanged 89
		SP:Iteration 32Q (35188.300000 sec): 3 clusters
  Score: Raw -3234537.983106 + Penalty 3369.387888 = -3231168.595218
  nChanged 98
		SP:Iteration 33Q (35188.570000 sec): 3 clusters
  Score: Raw -3234568.868956 + Penalty 3369.387888 = -3231199.481068
  nChanged 113
		SP:Iteration 34Q (35188.950000 sec): 3 clusters
  Score: Raw -3234605.947243 + Penalty 3369.387888 = -3231236.559355
  nChanged 109
		SP:Iteration 35Q (35189.310000 sec): 3 clusters
  Score: Raw -3234642.791621 + Penalty 3369.387888 = -3231273.403733
  nChanged 109
		SP:Iteration 36Q (35189.590000 sec): 3 clusters
  Score: Raw -3234683.445101 + Penalty 3369.387888 = -3231314.057213
  nChanged 111
		SP:Iteration 37Q (35189.940000 sec): 3 clusters
  Score: Raw -3234727.383992 + Penalty 3369.387888 = -3231357.996104
  nChanged 121
		SP:Iteration 38Q (35190.220000 sec): 3 clusters
  Score: Raw -3234779.913452 + Penalty 3369.387888 = -3231410.525564
  nChanged 131
		SP:Iteration 39Q (35190.520000 sec): 3 clusters
  Score: Raw -3234846.248313 + Penalty 3369.387888 = -3231476.860426
  nChanged 128
		SP:Iteration 40F (35190.840000 sec): 3 clusters
  Score: Raw -3234938.115352 + Penalty 3369.387888 = -3231568.727464
  nChanged 147
		SP:Iteration 41Q (35191.150000 sec): 3 clusters
  Score: Raw -3235064.603451 + Penalty 3369.387888 = -3231695.215563
  nChanged 155
		SP:Iteration 42Q (35191.460000 sec): 3 clusters
  Score: Raw -3235207.044575 + Penalty 3369.387888 = -3231837.656687
  nChanged 147
		SP:Iteration 43Q (35191.770000 sec): 3 clusters
  Score: Raw -3235330.981466 + Penalty 3369.387888 = -3231961.593578
  nChanged 115
		SP:Iteration 44Q (35192.100000 sec): 3 clusters
  Score: Raw -3235388.116521 + Penalty 3369.387888 = -3232018.728633
  nChanged 85
		SP:Iteration 45Q (35192.420000 sec): 3 clusters
  Score: Raw -3235416.710559 + Penalty 3369.387888 = -3232047.322672
  nChanged 59
		SP:Iteration 46Q (35192.710000 sec): 3 clusters
  Score: Raw -3235433.654617 + Penalty 3369.387888 = -3232064.266729
  nChanged 44
		SP:Iteration 47Q (35192.980000 sec): 3 clusters
  Score: Raw -3235445.379138 + Penalty 3369.387888 = -3232075.991250
  nChanged 31
		SP:Iteration 48Q (35193.340000 sec): 3 clusters
  Score: Raw -3235449.885851 + Penalty 3369.387888 = -3232080.497964
  nChanged 20
		SP:Iteration 49Q (35193.640000 sec): 3 clusters
  Score: Raw -3235452.658819 + Penalty 3369.387888 = -3232083.270932
  nChanged 15
		SP:Iteration 50Q (35193.980000 sec): 3 clusters
  Score: Raw -3235454.404792 + Penalty 3369.387888 = -3232085.016904
  nChanged 14
		SP:Iteration 51Q (35194.340000 sec): 3 clusters
  Score: Raw -3235456.249913 + Penalty 3369.387888 = -3232086.862025
  nChanged 11
		SP:Iteration 52Q (35194.620000 sec): 3 clusters
  Score: Raw -3235457.712500 + Penalty 3369.387888 = -3232088.324612
  nChanged 6
		SP:Iteration 53Q (35194.950000 sec): 3 clusters
  Score: Raw -3235458.479948 + Penalty 3369.387888 = -3232089.092061
  nChanged 2
		SP:Iteration 54Q (35195.260000 sec): 3 clusters
  Score: Raw -3235458.579135 + Penalty 3369.387888 = -3232089.191248
  nChanged 1
		SP:Iteration 55Q (35195.540000 sec): 3 clusters
  Score: Raw -3235458.709301 + Penalty 3369.387888 = -3232089.321413
  nChanged 1
		SP:Iteration 56Q (35195.800000 sec): 3 clusters
  Score: Raw -3235458.804783 + Penalty 3369.387888 = -3232089.416896
  nChanged 1
		SP:Iteration 57Q (35196.140000 sec): 3 clusters
  Score: Raw -3235458.885014 + Penalty 3369.387888 = -3232089.497126
  nChanged 0
		SP:Iteration 58F (35196.460000 sec): 3 clusters
  Score: Raw -3235458.885014 + Penalty 3369.387888 = -3232089.497126
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35196.580000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35196.800000 sec): 3 clusters
  Score: Raw -60290.618161 + Penalty 2081.699249 = -58208.918912
  nChanged 168
		SP:Iteration 1F (35196.980000 sec): 3 clusters
  Score: Raw -60566.671770 + Penalty 2081.699249 = -58484.972521
  nChanged 50
		SP:Iteration 2F (35197.150000 sec): 3 clusters
  Score: Raw -60652.851388 + Penalty 2081.699249 = -58571.152140
  nChanged 22
		SP:Iteration 3Q (35197.340000 sec): 3 clusters
  Score: Raw -60688.665283 + Penalty 2081.699249 = -58606.966034
  nChanged 9
		SP:Iteration 4Q (35197.520000 sec): 3 clusters
  Score: Raw -60704.820931 + Penalty 2081.699249 = -58623.121682
  nChanged 11
		SP:Iteration 5Q (35197.720000 sec): 3 clusters
  Score: Raw -60722.980086 + Penalty 2081.699249 = -58641.280837
  nChanged 10
		SP:Iteration 6Q (35197.890000 sec): 3 clusters
  Score: Raw -60751.188261 + Penalty 2081.699249 = -58669.489012
  nChanged 15
		SP:Iteration 7Q (35198.110000 sec): 3 clusters
  Score: Raw -60791.058238 + Penalty 2081.699249 = -58709.358989
  nChanged 14
		SP:Iteration 8Q (35198.270000 sec): 3 clusters
  Score: Raw -60810.431967 + Penalty 2081.699249 = -58728.732718
  nChanged 7
		SP:Iteration 9Q (35198.470000 sec): 3 clusters
  Score: Raw -60818.112805 + Penalty 2081.699249 = -58736.413556
  nChanged 6
		SP:Iteration 10Q (35198.650000 sec): 3 clusters
  Score: Raw -60824.293851 + Penalty 2081.699249 = -58742.594602
  nChanged 3
		SP:Iteration 11Q (35198.820000 sec): 3 clusters
  Score: Raw -60826.731687 + Penalty 2081.699249 = -58745.032438
  nChanged 3
		SP:Iteration 12Q (35198.970000 sec): 3 clusters
  Score: Raw -60830.423072 + Penalty 2081.699249 = -58748.723823
  nChanged 1
		SP:Iteration 13Q (35199.200000 sec): 3 clusters
  Score: Raw -60832.410600 + Penalty 2081.699249 = -58750.711351
  nChanged 0
		SP:Iteration 14F (35199.330000 sec): 3 clusters
  Score: Raw -60832.410600 + Penalty 2081.699249 = -58750.711351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35199.530000 sec): 2 clusters
  Score: Raw -1501121.925393 + Penalty 1553.272501 = -1499568.652892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35199.710000 sec): 3 clusters
  Score: Raw -1492808.665043 + Penalty 3106.545002 = -1489702.120041
  nChanged 6277
		SP:Iteration 1F (35200.020000 sec): 3 clusters
  Score: Raw -1496163.170963 + Penalty 3106.545002 = -1493056.625961
  nChanged 678
		SP:Iteration 2Q (35200.270000 sec): 3 clusters
  Score: Raw -1496369.393796 + Penalty 3106.545002 = -1493262.848794
  nChanged 549
		SP:Iteration 3Q (35200.510000 sec): 3 clusters
  Score: Raw -1496533.361392 + Penalty 3106.545002 = -1493426.816390
  nChanged 488
		SP:Iteration 4Q (35200.770000 sec): 3 clusters
  Score: Raw -1496675.662748 + Penalty 3106.545002 = -1493569.117746
  nChanged 447
		SP:Iteration 5Q (35201.050000 sec): 3 clusters
  Score: Raw -1496805.320715 + Penalty 3106.545002 = -1493698.775713
  nChanged 443
		SP:Iteration 6Q (35201.290000 sec): 3 clusters
  Score: Raw -1496952.276330 + Penalty 3106.545002 = -1493845.731328
  nChanged 468
		SP:Iteration 7Q (35201.550000 sec): 3 clusters
  Score: Raw -1497131.556362 + Penalty 3106.545002 = -1494025.011360
  nChanged 502
		SP:Iteration 8Q (35201.810000 sec): 3 clusters
  Score: Raw -1497323.932226 + Penalty 3106.545002 = -1494217.387223
  nChanged 550
		SP:Iteration 9Q (35202.030000 sec): 3 clusters
  Score: Raw -1497570.255797 + Penalty 3106.545002 = -1494463.710795
  nChanged 588
		SP:Iteration 10Q (35202.260000 sec): 3 clusters
  Score: Raw -1497866.282488 + Penalty 3106.545002 = -1494759.737486
  nChanged 614
		SP:Iteration 11Q (35202.500000 sec): 3 clusters
  Score: Raw -1498162.646020 + Penalty 3106.545002 = -1495056.101018
  nChanged 634
		SP:Iteration 12Q (35202.740000 sec): 3 clusters
  Score: Raw -1498480.473893 + Penalty 3106.545002 = -1495373.928891
  nChanged 623
		SP:Iteration 13Q (35202.980000 sec): 3 clusters
  Score: Raw -1498823.035938 + Penalty 3106.545002 = -1495716.490935
  nChanged 628
		SP:Iteration 14Q (35203.220000 sec): 3 clusters
  Score: Raw -1499133.905333 + Penalty 3106.545002 = -1496027.360331
  nChanged 567
		SP:Iteration 15Q (35203.450000 sec): 3 clusters
  Score: Raw -1499425.330780 + Penalty 3106.545002 = -1496318.785778
  nChanged 515
		SP:Iteration 16Q (35203.690000 sec): 3 clusters
  Score: Raw -1499653.501388 + Penalty 3106.545002 = -1496546.956386
  nChanged 389
		SP:Iteration 17Q (35203.920000 sec): 3 clusters
  Score: Raw -1499812.563101 + Penalty 3106.545002 = -1496706.018099
  nChanged 306
		SP:Iteration 18Q (35204.210000 sec): 3 clusters
  Score: Raw -1499907.428435 + Penalty 3106.545002 = -1496800.883433
  nChanged 251
		SP:Iteration 19Q (35204.450000 sec): 3 clusters
  Score: Raw -1499978.131847 + Penalty 3106.545002 = -1496871.586845
  nChanged 232
		SP:Iteration 20F (35204.680000 sec): 3 clusters
  Score: Raw -1500045.171050 + Penalty 3106.545002 = -1496938.626048
  nChanged 220
		SP:Iteration 21Q (35204.940000 sec): 3 clusters
  Score: Raw -1500102.531127 + Penalty 3106.545002 = -1496995.986125
  nChanged 171
		SP:Iteration 22Q (35205.190000 sec): 3 clusters
  Score: Raw -1500144.158111 + Penalty 3106.545002 = -1497037.613109
  nChanged 156
		SP:Iteration 23Q (35205.430000 sec): 3 clusters
  Score: Raw -1500183.643146 + Penalty 3106.545002 = -1497077.098144
  nChanged 165
		SP:Iteration 24Q (35205.650000 sec): 3 clusters
  Score: Raw -1500221.943814 + Penalty 3106.545002 = -1497115.398812
  nChanged 164
		SP:Iteration 25Q (35205.950000 sec): 3 clusters
  Score: Raw -1500257.199687 + Penalty 3106.545002 = -1497150.654685
  nChanged 154
		SP:Iteration 26Q (35206.210000 sec): 3 clusters
  Score: Raw -1500289.865244 + Penalty 3106.545002 = -1497183.320242
  nChanged 137
		SP:Iteration 27Q (35206.470000 sec): 3 clusters
  Score: Raw -1500314.826988 + Penalty 3106.545002 = -1497208.281986
  nChanged 127
		SP:Iteration 28Q (35206.670000 sec): 3 clusters
  Score: Raw -1500339.278251 + Penalty 3106.545002 = -1497232.733249
  nChanged 139
		SP:Iteration 29Q (35206.960000 sec): 3 clusters
  Score: Raw -1500367.220579 + Penalty 3106.545002 = -1497260.675577
  nChanged 138
		SP:Iteration 30Q (35207.160000 sec): 3 clusters
  Score: Raw -1500395.353502 + Penalty 3106.545002 = -1497288.808500
  nChanged 140
		SP:Iteration 31Q (35207.430000 sec): 3 clusters
  Score: Raw -1500422.149134 + Penalty 3106.545002 = -1497315.604132
  nChanged 161
		SP:Iteration 32Q (35207.640000 sec): 3 clusters
  Score: Raw -1500456.196681 + Penalty 3106.545002 = -1497349.651679
  nChanged 152
		SP:Iteration 33Q (35207.910000 sec): 3 clusters
  Score: Raw -1500488.464291 + Penalty 3106.545002 = -1497381.919289
  nChanged 150
		SP:Iteration 34Q (35208.150000 sec): 3 clusters
  Score: Raw -1500517.625891 + Penalty 3106.545002 = -1497411.080889
  nChanged 160
		SP:Iteration 35Q (35208.410000 sec): 3 clusters
  Score: Raw -1500548.395017 + Penalty 3106.545002 = -1497441.850015
  nChanged 147
		SP:Iteration 36Q (35208.610000 sec): 3 clusters
  Score: Raw -1500575.108737 + Penalty 3106.545002 = -1497468.563735
  nChanged 137
		SP:Iteration 37Q (35208.860000 sec): 3 clusters
  Score: Raw -1500602.352257 + Penalty 3106.545002 = -1497495.807255
  nChanged 134
		SP:Iteration 38Q (35209.130000 sec): 3 clusters
  Score: Raw -1500629.879271 + Penalty 3106.545002 = -1497523.334269
  nChanged 129
		SP:Iteration 39Q (35209.370000 sec): 3 clusters
  Score: Raw -1500654.426283 + Penalty 3106.545002 = -1497547.881281
  nChanged 121
		SP:Iteration 40F (35209.570000 sec): 3 clusters
  Score: Raw -1500678.113840 + Penalty 3106.545002 = -1497571.568838
  nChanged 126
		SP:Iteration 41Q (35209.830000 sec): 3 clusters
  Score: Raw -1500703.460762 + Penalty 3106.545002 = -1497596.915760
  nChanged 141
		SP:Iteration 42Q (35210.070000 sec): 3 clusters
  Score: Raw -1500732.268979 + Penalty 3106.545002 = -1497625.723977
  nChanged 131
		SP:Iteration 43Q (35210.330000 sec): 3 clusters
  Score: Raw -1500757.858247 + Penalty 3106.545002 = -1497651.313245
  nChanged 129
		SP:Iteration 44Q (35210.620000 sec): 3 clusters
  Score: Raw -1500783.500685 + Penalty 3106.545002 = -1497676.955683
  nChanged 145
		SP:Iteration 45Q (35210.850000 sec): 3 clusters
  Score: Raw -1500809.283234 + Penalty 3106.545002 = -1497702.738231
  nChanged 121
		SP:Iteration 46Q (35211.080000 sec): 3 clusters
  Score: Raw -1500832.846489 + Penalty 3106.545002 = -1497726.301487
  nChanged 108
		SP:Iteration 47Q (35211.380000 sec): 3 clusters
  Score: Raw -1500851.401077 + Penalty 3106.545002 = -1497744.856075
  nChanged 98
		SP:Iteration 48Q (35211.610000 sec): 3 clusters
  Score: Raw -1500868.553542 + Penalty 3106.545002 = -1497762.008540
  nChanged 106
		SP:Iteration 49Q (35211.860000 sec): 3 clusters
  Score: Raw -1500890.080028 + Penalty 3106.545002 = -1497783.535026
  nChanged 121
		SP:Iteration 50Q (35212.130000 sec): 3 clusters
  Score: Raw -1500911.783952 + Penalty 3106.545002 = -1497805.238950
  nChanged 116
		SP:Iteration 51Q (35212.370000 sec): 3 clusters
  Score: Raw -1500933.737220 + Penalty 3106.545002 = -1497827.192218
  nChanged 101
		SP:Iteration 52Q (35212.600000 sec): 3 clusters
  Score: Raw -1500952.875249 + Penalty 3106.545002 = -1497846.330247
  nChanged 104
		SP:Iteration 53Q (35212.830000 sec): 3 clusters
  Score: Raw -1500975.737101 + Penalty 3106.545002 = -1497869.192099
  nChanged 124
		SP:Iteration 54Q (35213.060000 sec): 3 clusters
  Score: Raw -1500999.914875 + Penalty 3106.545002 = -1497893.369873
  nChanged 101
		SP:Iteration 55Q (35213.290000 sec): 3 clusters
  Score: Raw -1501018.744626 + Penalty 3106.545002 = -1497912.199624
  nChanged 99
		SP:Iteration 56Q (35213.510000 sec): 3 clusters
  Score: Raw -1501037.028917 + Penalty 3106.545002 = -1497930.483915
  nChanged 96
		SP:Iteration 57Q (35213.770000 sec): 3 clusters
  Score: Raw -1501057.158166 + Penalty 3106.545002 = -1497950.613164
  nChanged 91
		SP:Iteration 58Q (35214.010000 sec): 3 clusters
  Score: Raw -1501075.789118 + Penalty 3106.545002 = -1497969.244116
  nChanged 81
		SP:Iteration 59Q (35214.240000 sec): 3 clusters
  Score: Raw -1501091.141989 + Penalty 3106.545002 = -1497984.596987
  nChanged 65
		SP:Iteration 60F (35214.530000 sec): 3 clusters
  Score: Raw -1501103.573893 + Penalty 3106.545002 = -1497997.028891
  nChanged 74
		SP:Iteration 61Q (35214.760000 sec): 3 clusters
  Score: Raw -1501119.157350 + Penalty 3106.545002 = -1498012.612348
  nChanged 73
		SP:Iteration 62Q (35215.030000 sec): 3 clusters
  Score: Raw -1501135.637500 + Penalty 3106.545002 = -1498029.092498
  nChanged 97
		SP:Iteration 63Q (35215.290000 sec): 3 clusters
  Score: Raw -1501155.500178 + Penalty 3106.545002 = -1498048.955176
  nChanged 90
		SP:Iteration 64Q (35215.550000 sec): 3 clusters
  Score: Raw -1501173.496355 + Penalty 3106.545002 = -1498066.951353
  nChanged 81
		SP:Iteration 65Q (35215.800000 sec): 3 clusters
  Score: Raw -1501188.383144 + Penalty 3106.545002 = -1498081.838142
  nChanged 65
		SP:Iteration 66Q (35216.030000 sec): 3 clusters
  Score: Raw -1501200.212231 + Penalty 3106.545002 = -1498093.667229
  nChanged 54
		SP:Iteration 67Q (35216.280000 sec): 3 clusters
  Score: Raw -1501209.432186 + Penalty 3106.545002 = -1498102.887184
  nChanged 47
		SP:Iteration 68Q (35216.540000 sec): 3 clusters
  Score: Raw -1501218.060905 + Penalty 3106.545002 = -1498111.515902
  nChanged 39
		SP:Iteration 69Q (35216.780000 sec): 3 clusters
  Score: Raw -1501224.896326 + Penalty 3106.545002 = -1498118.351324
  nChanged 41
		SP:Iteration 70Q (35217.040000 sec): 3 clusters
  Score: Raw -1501233.067253 + Penalty 3106.545002 = -1498126.522251
  nChanged 41
		SP:Iteration 71Q (35217.290000 sec): 3 clusters
  Score: Raw -1501240.851501 + Penalty 3106.545002 = -1498134.306499
  nChanged 42
		SP:Iteration 72Q (35217.550000 sec): 3 clusters
  Score: Raw -1501248.997335 + Penalty 3106.545002 = -1498142.452333
  nChanged 39
		SP:Iteration 73Q (35217.880000 sec): 3 clusters
  Score: Raw -1501255.047415 + Penalty 3106.545002 = -1498148.502413
  nChanged 32
		SP:Iteration 74Q (35218.170000 sec): 3 clusters
  Score: Raw -1501259.917270 + Penalty 3106.545002 = -1498153.372268
  nChanged 25
		SP:Iteration 75Q (35218.390000 sec): 3 clusters
  Score: Raw -1501263.123911 + Penalty 3106.545002 = -1498156.578909
  nChanged 20
		SP:Iteration 76Q (35218.700000 sec): 3 clusters
  Score: Raw -1501266.055694 + Penalty 3106.545002 = -1498159.510692
  nChanged 17
		SP:Iteration 77Q (35218.930000 sec): 3 clusters
  Score: Raw -1501268.212469 + Penalty 3106.545002 = -1498161.667467
  nChanged 12
		SP:Iteration 78Q (35219.190000 sec): 3 clusters
  Score: Raw -1501270.275876 + Penalty 3106.545002 = -1498163.730873
  nChanged 13
		SP:Iteration 79Q (35219.490000 sec): 3 clusters
  Score: Raw -1501272.607180 + Penalty 3106.545002 = -1498166.062178
  nChanged 20
		SP:Iteration 80F (35219.760000 sec): 3 clusters
  Score: Raw -1501276.101996 + Penalty 3106.545002 = -1498169.556994
  nChanged 25
		SP:Iteration 81Q (35220.070000 sec): 3 clusters
  Score: Raw -1501280.433158 + Penalty 3106.545002 = -1498173.888156
  nChanged 18
		SP:Iteration 82Q (35220.270000 sec): 3 clusters
  Score: Raw -1501283.436946 + Penalty 3106.545002 = -1498176.891944
  nChanged 21
		SP:Iteration 83Q (35220.530000 sec): 3 clusters
  Score: Raw -1501286.685613 + Penalty 3106.545002 = -1498180.140611
  nChanged 13
		SP:Iteration 84Q (35220.800000 sec): 3 clusters
  Score: Raw -1501288.719372 + Penalty 3106.545002 = -1498182.174370
  nChanged 19
		SP:Iteration 85Q (35221.080000 sec): 3 clusters
  Score: Raw -1501291.728681 + Penalty 3106.545002 = -1498185.183679
  nChanged 15
		SP:Iteration 86Q (35221.360000 sec): 3 clusters
  Score: Raw -1501293.939612 + Penalty 3106.545002 = -1498187.394610
  nChanged 17
		SP:Iteration 87Q (35221.640000 sec): 3 clusters
  Score: Raw -1501295.957552 + Penalty 3106.545002 = -1498189.412549
  nChanged 14
		SP:Iteration 88Q (35221.900000 sec): 3 clusters
  Score: Raw -1501298.383285 + Penalty 3106.545002 = -1498191.838283
  nChanged 15
		SP:Iteration 89Q (35222.190000 sec): 3 clusters
  Score: Raw -1501300.649310 + Penalty 3106.545002 = -1498194.104308
  nChanged 12
		SP:Iteration 90Q (35222.490000 sec): 3 clusters
  Score: Raw -1501302.789157 + Penalty 3106.545002 = -1498196.244155
  nChanged 14
		SP:Iteration 91Q (35222.740000 sec): 3 clusters
  Score: Raw -1501304.923850 + Penalty 3106.545002 = -1498198.378847
  nChanged 15
		SP:Iteration 92Q (35223.020000 sec): 3 clusters
  Score: Raw -1501307.543293 + Penalty 3106.545002 = -1498200.998291
  nChanged 13
		SP:Iteration 93Q (35223.250000 sec): 3 clusters
  Score: Raw -1501309.843476 + Penalty 3106.545002 = -1498203.298474
  nChanged 16
		SP:Iteration 94Q (35223.540000 sec): 3 clusters
  Score: Raw -1501312.576594 + Penalty 3106.545002 = -1498206.031592
  nChanged 13
		SP:Iteration 95Q (35223.770000 sec): 3 clusters
  Score: Raw -1501315.275209 + Penalty 3106.545002 = -1498208.730207
  nChanged 18
		SP:Iteration 96Q (35224.040000 sec): 3 clusters
  Score: Raw -1501318.035917 + Penalty 3106.545002 = -1498211.490915
  nChanged 22
		SP:Iteration 97Q (35224.270000 sec): 3 clusters
  Score: Raw -1501321.745510 + Penalty 3106.545002 = -1498215.200508
  nChanged 17
		SP:Iteration 98Q (35224.470000 sec): 3 clusters
  Score: Raw -1501324.613158 + Penalty 3106.545002 = -1498218.068156
  nChanged 18
		SP:Iteration 99Q (35224.690000 sec): 3 clusters
  Score: Raw -1501327.951323 + Penalty 3106.545002 = -1498221.406321
  nChanged 14
		SP:Iteration 100F (35224.980000 sec): 3 clusters
  Score: Raw -1501330.141418 + Penalty 3106.545002 = -1498223.596416
  nChanged 19
		SP:Iteration 101Q (35225.180000 sec): 3 clusters
  Score: Raw -1501332.985991 + Penalty 3106.545002 = -1498226.440989
  nChanged 18
		SP:Iteration 102Q (35225.400000 sec): 3 clusters
  Score: Raw -1501336.308506 + Penalty 3106.545002 = -1498229.763504
  nChanged 17
		SP:Iteration 103Q (35225.640000 sec): 3 clusters
  Score: Raw -1501339.541879 + Penalty 3106.545002 = -1498232.996877
  nChanged 23
		SP:Iteration 104Q (35225.900000 sec): 3 clusters
  Score: Raw -1501343.580866 + Penalty 3106.545002 = -1498237.035864
  nChanged 15
		SP:Iteration 105Q (35226.160000 sec): 3 clusters
  Score: Raw -1501345.706467 + Penalty 3106.545002 = -1498239.161465
  nChanged 11
		SP:Iteration 106Q (35226.360000 sec): 3 clusters
  Score: Raw -1501347.381134 + Penalty 3106.545002 = -1498240.836131
  nChanged 11
		SP:Iteration 107Q (35226.620000 sec): 3 clusters
  Score: Raw -1501348.762302 + Penalty 3106.545002 = -1498242.217299
  nChanged 7
		SP:Iteration 108Q (35226.860000 sec): 3 clusters
  Score: Raw -1501349.517580 + Penalty 3106.545002 = -1498242.972578
  nChanged 6
		SP:Iteration 109Q (35227.120000 sec): 3 clusters
  Score: Raw -1501350.325183 + Penalty 3106.545002 = -1498243.780181
  nChanged 7
		SP:Iteration 110Q (35227.380000 sec): 3 clusters
  Score: Raw -1501351.319329 + Penalty 3106.545002 = -1498244.774327
  nChanged 6
		SP:Iteration 111Q (35227.610000 sec): 3 clusters
  Score: Raw -1501351.990950 + Penalty 3106.545002 = -1498245.445948
  nChanged 4
		SP:Iteration 112Q (35227.870000 sec): 3 clusters
  Score: Raw -1501353.002914 + Penalty 3106.545002 = -1498246.457911
  nChanged 3
		SP:Iteration 113Q (35228.100000 sec): 3 clusters
  Score: Raw -1501353.361133 + Penalty 3106.545002 = -1498246.816131
  nChanged 3
		SP:Iteration 114Q (35228.350000 sec): 3 clusters
  Score: Raw -1501353.906042 + Penalty 3106.545002 = -1498247.361040
  nChanged 7
		SP:Iteration 115Q (35228.620000 sec): 3 clusters
  Score: Raw -1501355.146228 + Penalty 3106.545002 = -1498248.601226
  nChanged 9
		SP:Iteration 116Q (35228.920000 sec): 3 clusters
  Score: Raw -1501356.537453 + Penalty 3106.545002 = -1498249.992451
  nChanged 7
		SP:Iteration 117Q (35229.190000 sec): 3 clusters
  Score: Raw -1501357.440254 + Penalty 3106.545002 = -1498250.895252
  nChanged 5
		SP:Iteration 118Q (35229.440000 sec): 3 clusters
  Score: Raw -1501358.210227 + Penalty 3106.545002 = -1498251.665225
  nChanged 5
		SP:Iteration 119Q (35229.660000 sec): 3 clusters
  Score: Raw -1501358.825241 + Penalty 3106.545002 = -1498252.280239
  nChanged 6
		SP:Iteration 120F (35229.930000 sec): 3 clusters
  Score: Raw -1501359.624270 + Penalty 3106.545002 = -1498253.079268
  nChanged 6
		SP:Iteration 121Q (35230.190000 sec): 3 clusters
  Score: Raw -1501360.273122 + Penalty 3106.545002 = -1498253.728120
  nChanged 5
		SP:Iteration 122Q (35230.420000 sec): 3 clusters
  Score: Raw -1501361.020225 + Penalty 3106.545002 = -1498254.475223
  nChanged 5
		SP:Iteration 123Q (35230.680000 sec): 3 clusters
  Score: Raw -1501361.743230 + Penalty 3106.545002 = -1498255.198228
  nChanged 4
		SP:Iteration 124Q (35230.880000 sec): 3 clusters
  Score: Raw -1501362.371935 + Penalty 3106.545002 = -1498255.826933
  nChanged 5
		SP:Iteration 125Q (35231.080000 sec): 3 clusters
  Score: Raw -1501363.108014 + Penalty 3106.545002 = -1498256.563012
  nChanged 2
		SP:Iteration 126Q (35231.300000 sec): 3 clusters
  Score: Raw -1501363.287740 + Penalty 3106.545002 = -1498256.742738
  nChanged 1
		SP:Iteration 127Q (35231.550000 sec): 3 clusters
  Score: Raw -1501363.376009 + Penalty 3106.545002 = -1498256.831007
  nChanged 1
		SP:Iteration 128Q (35231.800000 sec): 3 clusters
  Score: Raw -1501363.539827 + Penalty 3106.545002 = -1498256.994825
  nChanged 2
		SP:Iteration 129Q (35232.020000 sec): 3 clusters
  Score: Raw -1501363.946346 + Penalty 3106.545002 = -1498257.401344
  nChanged 1
		SP:Iteration 130Q (35232.320000 sec): 3 clusters
  Score: Raw -1501364.068948 + Penalty 3106.545002 = -1498257.523946
  nChanged 1
		SP:Iteration 131Q (35232.540000 sec): 3 clusters
  Score: Raw -1501364.143940 + Penalty 3106.545002 = -1498257.598938
  nChanged 0
		SP:Iteration 132F (35232.760000 sec): 3 clusters
  Score: Raw -1501364.143940 + Penalty 3106.545002 = -1498257.598938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35232.990000 sec): 2 clusters
  Score: Raw -2483312.095889 + Penalty 1638.102221 = -2481673.993669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35233.290000 sec): 3 clusters
  Score: Raw -2468812.017772 + Penalty 3276.204441 = -2465535.813331
  nChanged 10940
		SP:Iteration 1F (35233.580000 sec): 3 clusters
  Score: Raw -2474915.911132 + Penalty 3276.204441 = -2471639.706691
  nChanged 1330
		SP:Iteration 2F (35233.880000 sec): 3 clusters
  Score: Raw -2475505.733100 + Penalty 3276.204441 = -2472229.528659
  nChanged 1289
		SP:Iteration 3F (35234.120000 sec): 3 clusters
  Score: Raw -2476142.206701 + Penalty 3276.204441 = -2472866.002260
  nChanged 1324
		SP:Iteration 4F (35234.370000 sec): 3 clusters
  Score: Raw -2476854.598369 + Penalty 3276.204441 = -2473578.393928
  nChanged 1273
		SP:Iteration 5F (35234.700000 sec): 3 clusters
  Score: Raw -2477625.710995 + Penalty 3276.204441 = -2474349.506554
  nChanged 1293
		SP:Iteration 6F (35235.000000 sec): 3 clusters
  Score: Raw -2478432.359478 + Penalty 3276.204441 = -2475156.155037
  nChanged 1210
		SP:Iteration 7F (35235.260000 sec): 3 clusters
  Score: Raw -2479217.979399 + Penalty 3276.204441 = -2475941.774958
  nChanged 1170
		SP:Iteration 8Q (35235.580000 sec): 3 clusters
  Score: Raw -2479960.430172 + Penalty 3276.204441 = -2476684.225731
  nChanged 1041
		SP:Iteration 9Q (35235.820000 sec): 3 clusters
  Score: Raw -2480631.323693 + Penalty 3276.204441 = -2477355.119252
  nChanged 900
		SP:Iteration 10Q (35236.140000 sec): 3 clusters
  Score: Raw -2481130.757515 + Penalty 3276.204441 = -2477854.553074
  nChanged 741
		SP:Iteration 11Q (35236.430000 sec): 3 clusters
  Score: Raw -2481514.367209 + Penalty 3276.204441 = -2478238.162768
  nChanged 615
		SP:Iteration 12Q (35236.730000 sec): 3 clusters
  Score: Raw -2481795.924873 + Penalty 3276.204441 = -2478519.720432
  nChanged 538
		SP:Iteration 13Q (35237.010000 sec): 3 clusters
  Score: Raw -2482036.433630 + Penalty 3276.204441 = -2478760.229189
  nChanged 477
		SP:Iteration 14Q (35237.330000 sec): 3 clusters
  Score: Raw -2482248.962428 + Penalty 3276.204441 = -2478972.757987
  nChanged 440
		SP:Iteration 15Q (35237.570000 sec): 3 clusters
  Score: Raw -2482448.104600 + Penalty 3276.204441 = -2479171.900159
  nChanged 404
		SP:Iteration 16Q (35237.860000 sec): 3 clusters
  Score: Raw -2482640.931037 + Penalty 3276.204441 = -2479364.726596
  nChanged 395
		SP:Iteration 17Q (35238.130000 sec): 3 clusters
  Score: Raw -2482833.161838 + Penalty 3276.204441 = -2479556.957397
  nChanged 330
		SP:Iteration 18Q (35238.450000 sec): 3 clusters
  Score: Raw -2482986.508135 + Penalty 3276.204441 = -2479710.303694
  nChanged 294
		SP:Iteration 19Q (35238.750000 sec): 3 clusters
  Score: Raw -2483126.523144 + Penalty 3276.204441 = -2479850.318703
  nChanged 254
		SP:Iteration 20F (35238.990000 sec): 3 clusters
  Score: Raw -2483243.341724 + Penalty 3276.204441 = -2479967.137283
  nChanged 213
		SP:Iteration 21Q (35239.320000 sec): 3 clusters
  Score: Raw -2483334.877416 + Penalty 3276.204441 = -2480058.672974
  nChanged 179
		SP:Iteration 22Q (35239.590000 sec): 3 clusters
  Score: Raw -2483419.056199 + Penalty 3276.204441 = -2480142.851758
  nChanged 164
		SP:Iteration 23Q (35239.880000 sec): 3 clusters
  Score: Raw -2483495.993517 + Penalty 3276.204441 = -2480219.789076
  nChanged 140
		SP:Iteration 24Q (35240.150000 sec): 3 clusters
  Score: Raw -2483568.308216 + Penalty 3276.204441 = -2480292.103775
  nChanged 127
		SP:Iteration 25Q (35240.460000 sec): 3 clusters
  Score: Raw -2483640.138657 + Penalty 3276.204441 = -2480363.934216
  nChanged 115
		SP:Iteration 26Q (35240.730000 sec): 3 clusters
  Score: Raw -2483700.037736 + Penalty 3276.204441 = -2480423.833295
  nChanged 91
		SP:Iteration 27Q (35240.990000 sec): 3 clusters
  Score: Raw -2483751.090627 + Penalty 3276.204441 = -2480474.886186
  nChanged 77
		SP:Iteration 28Q (35241.300000 sec): 3 clusters
  Score: Raw -2483790.427586 + Penalty 3276.204441 = -2480514.223145
  nChanged 62
		SP:Iteration 29Q (35241.580000 sec): 3 clusters
  Score: Raw -2483816.934114 + Penalty 3276.204441 = -2480540.729673
  nChanged 42
		SP:Iteration 30Q (35241.870000 sec): 3 clusters
  Score: Raw -2483833.953198 + Penalty 3276.204441 = -2480557.748757
  nChanged 42
		SP:Iteration 31Q (35242.170000 sec): 3 clusters
  Score: Raw -2483851.913221 + Penalty 3276.204441 = -2480575.708780
  nChanged 35
		SP:Iteration 32Q (35242.460000 sec): 3 clusters
  Score: Raw -2483866.506455 + Penalty 3276.204441 = -2480590.302014
  nChanged 27
		SP:Iteration 33Q (35242.740000 sec): 3 clusters
  Score: Raw -2483876.605679 + Penalty 3276.204441 = -2480600.401238
  nChanged 28
		SP:Iteration 34Q (35243.020000 sec): 3 clusters
  Score: Raw -2483885.002839 + Penalty 3276.204441 = -2480608.798398
  nChanged 22
		SP:Iteration 35Q (35243.270000 sec): 3 clusters
  Score: Raw -2483893.187455 + Penalty 3276.204441 = -2480616.983014
  nChanged 19
		SP:Iteration 36Q (35243.560000 sec): 3 clusters
  Score: Raw -2483898.561554 + Penalty 3276.204441 = -2480622.357113
  nChanged 10
		SP:Iteration 37Q (35243.840000 sec): 3 clusters
  Score: Raw -2483901.662594 + Penalty 3276.204441 = -2480625.458153
  nChanged 9
		SP:Iteration 38Q (35244.180000 sec): 3 clusters
  Score: Raw -2483904.438032 + Penalty 3276.204441 = -2480628.233591
  nChanged 6
		SP:Iteration 39Q (35244.480000 sec): 3 clusters
  Score: Raw -2483906.145097 + Penalty 3276.204441 = -2480629.940656
  nChanged 5
		SP:Iteration 40F (35244.830000 sec): 3 clusters
  Score: Raw -2483908.173704 + Penalty 3276.204441 = -2480631.969263
  nChanged 5
		SP:Iteration 41Q (35245.110000 sec): 3 clusters
  Score: Raw -2483909.967428 + Penalty 3276.204441 = -2480633.762987
  nChanged 4
		SP:Iteration 42Q (35245.400000 sec): 3 clusters
  Score: Raw -2483911.257461 + Penalty 3276.204441 = -2480635.053020
  nChanged 2
		SP:Iteration 43Q (35245.650000 sec): 3 clusters
  Score: Raw -2483911.846107 + Penalty 3276.204441 = -2480635.641666
  nChanged 2
		SP:Iteration 44Q (35245.940000 sec): 3 clusters
  Score: Raw -2483912.488088 + Penalty 3276.204441 = -2480636.283647
  nChanged 3
		SP:Iteration 45Q (35246.250000 sec): 3 clusters
  Score: Raw -2483913.351330 + Penalty 3276.204441 = -2480637.146889
  nChanged 2
		SP:Iteration 46Q (35246.620000 sec): 3 clusters
  Score: Raw -2483914.106122 + Penalty 3276.204441 = -2480637.901681
  nChanged 6
		SP:Iteration 47Q (35246.890000 sec): 3 clusters
  Score: Raw -2483915.918255 + Penalty 3276.204441 = -2480639.713814
  nChanged 3
		SP:Iteration 48Q (35247.200000 sec): 3 clusters
  Score: Raw -2483917.112934 + Penalty 3276.204441 = -2480640.908493
  nChanged 1
		SP:Iteration 49Q (35247.540000 sec): 3 clusters
  Score: Raw -2483917.726853 + Penalty 3276.204441 = -2480641.522412
  nChanged 1
		SP:Iteration 50Q (35247.860000 sec): 3 clusters
  Score: Raw -2483917.946065 + Penalty 3276.204441 = -2480641.741624
  nChanged 1
		SP:Iteration 51Q (35248.140000 sec): 3 clusters
  Score: Raw -2483918.185877 + Penalty 3276.204441 = -2480641.981436
  nChanged 0
		SP:Iteration 52F (35248.460000 sec): 3 clusters
  Score: Raw -2483918.185877 + Penalty 3276.204441 = -2480641.981436
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35248.610000 sec): 2 clusters
  Score: Raw -395212.124404 + Penalty 1352.072819 = -393860.051586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35248.810000 sec): 3 clusters
  Score: Raw -393251.725700 + Penalty 2704.145637 = -390547.580063
  nChanged 1608
		SP:Iteration 1F (35249.030000 sec): 3 clusters
  Score: Raw -394171.904859 + Penalty 2704.145637 = -391467.759222
  nChanged 365
		SP:Iteration 2F (35249.240000 sec): 3 clusters
  Score: Raw -394429.243749 + Penalty 2704.145637 = -391725.098112
  nChanged 246
		SP:Iteration 3F (35249.430000 sec): 3 clusters
  Score: Raw -394583.360551 + Penalty 2704.145637 = -391879.214914
  nChanged 185
		SP:Iteration 4Q (35249.620000 sec): 3 clusters
  Score: Raw -394677.679244 + Penalty 2704.145637 = -391973.533607
  nChanged 155
		SP:Iteration 5Q (35249.790000 sec): 3 clusters
  Score: Raw -394768.193586 + Penalty 2704.145637 = -392064.047949
  nChanged 153
		SP:Iteration 6Q (35249.990000 sec): 3 clusters
  Score: Raw -394860.341673 + Penalty 2704.145637 = -392156.196036
  nChanged 147
		SP:Iteration 7Q (35250.170000 sec): 3 clusters
  Score: Raw -394943.525458 + Penalty 2704.145637 = -392239.379821
  nChanged 134
		SP:Iteration 8Q (35250.370000 sec): 3 clusters
  Score: Raw -395020.898767 + Penalty 2704.145637 = -392316.753130
  nChanged 150
		SP:Iteration 9Q (35250.540000 sec): 3 clusters
  Score: Raw -395107.460040 + Penalty 2704.145637 = -392403.314403
  nChanged 136
		SP:Iteration 10Q (35250.760000 sec): 3 clusters
  Score: Raw -395189.541025 + Penalty 2704.145637 = -392485.395388
  nChanged 110
		SP:Iteration 11Q (35250.970000 sec): 3 clusters
  Score: Raw -395257.652610 + Penalty 2704.145637 = -392553.506973
  nChanged 114
		SP:Iteration 12Q (35251.130000 sec): 3 clusters
  Score: Raw -395326.382889 + Penalty 2704.145637 = -392622.237252
  nChanged 88
		SP:Iteration 13Q (35251.310000 sec): 3 clusters
  Score: Raw -395374.971091 + Penalty 2704.145637 = -392670.825454
  nChanged 69
		SP:Iteration 14Q (35251.500000 sec): 3 clusters
  Score: Raw -395415.910407 + Penalty 2704.145637 = -392711.764770
  nChanged 61
		SP:Iteration 15Q (35251.660000 sec): 3 clusters
  Score: Raw -395445.345587 + Penalty 2704.145637 = -392741.199950
  nChanged 45
		SP:Iteration 16Q (35251.840000 sec): 3 clusters
  Score: Raw -395471.552791 + Penalty 2704.145637 = -392767.407154
  nChanged 44
		SP:Iteration 17Q (35252.030000 sec): 3 clusters
  Score: Raw -395493.937730 + Penalty 2704.145637 = -392789.792093
  nChanged 36
		SP:Iteration 18Q (35252.230000 sec): 3 clusters
  Score: Raw -395513.252513 + Penalty 2704.145637 = -392809.106876
  nChanged 26
		SP:Iteration 19Q (35252.400000 sec): 3 clusters
  Score: Raw -395534.389353 + Penalty 2704.145637 = -392830.243716
  nChanged 27
		SP:Iteration 20F (35252.560000 sec): 3 clusters
  Score: Raw -395551.029053 + Penalty 2704.145637 = -392846.883416
  nChanged 29
		SP:Iteration 21Q (35252.780000 sec): 3 clusters
  Score: Raw -395572.980119 + Penalty 2704.145637 = -392868.834482
  nChanged 28
		SP:Iteration 22Q (35252.970000 sec): 3 clusters
  Score: Raw -395595.055417 + Penalty 2704.145637 = -392890.909780
  nChanged 31
		SP:Iteration 23Q (35253.180000 sec): 3 clusters
  Score: Raw -395615.776679 + Penalty 2704.145637 = -392911.631042
  nChanged 20
		SP:Iteration 24Q (35253.400000 sec): 3 clusters
  Score: Raw -395636.396657 + Penalty 2704.145637 = -392932.251020
  nChanged 26
		SP:Iteration 25Q (35253.580000 sec): 3 clusters
  Score: Raw -395659.248431 + Penalty 2704.145637 = -392955.102794
  nChanged 22
		SP:Iteration 26Q (35253.750000 sec): 3 clusters
  Score: Raw -395673.375265 + Penalty 2704.145637 = -392969.229628
  nChanged 19
		SP:Iteration 27Q (35253.990000 sec): 3 clusters
  Score: Raw -395686.754192 + Penalty 2704.145637 = -392982.608555
  nChanged 17
		SP:Iteration 28Q (35254.150000 sec): 3 clusters
  Score: Raw -395699.185170 + Penalty 2704.145637 = -392995.039533
  nChanged 12
		SP:Iteration 29Q (35254.370000 sec): 3 clusters
  Score: Raw -395709.554182 + Penalty 2704.145637 = -393005.408545
  nChanged 9
		SP:Iteration 30Q (35254.590000 sec): 3 clusters
  Score: Raw -395715.595063 + Penalty 2704.145637 = -393011.449426
  nChanged 6
		SP:Iteration 31Q (35254.760000 sec): 3 clusters
  Score: Raw -395719.294867 + Penalty 2704.145637 = -393015.149230
  nChanged 7
		SP:Iteration 32Q (35254.990000 sec): 3 clusters
  Score: Raw -395722.989902 + Penalty 2704.145637 = -393018.844265
  nChanged 2
		SP:Iteration 33Q (35255.150000 sec): 3 clusters
  Score: Raw -395723.833387 + Penalty 2704.145637 = -393019.687750
  nChanged 1
		SP:Iteration 34Q (35255.360000 sec): 3 clusters
  Score: Raw -395723.968646 + Penalty 2704.145637 = -393019.823009
  nChanged 0
		SP:Iteration 35F (35255.550000 sec): 3 clusters
  Score: Raw -395723.968646 + Penalty 2704.145637 = -393019.823009
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35255.790000 sec): 2 clusters
  Score: Raw -2161215.894205 + Penalty 1612.916558 = -2159602.977647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35256.070000 sec): 3 clusters
  Score: Raw -2148924.221405 + Penalty 3225.833116 = -2145698.388289
  nChanged 9244
		SP:Iteration 1F (35256.380000 sec): 3 clusters
  Score: Raw -2153929.785529 + Penalty 3225.833116 = -2150703.952413
  nChanged 982
		SP:Iteration 2Q (35256.660000 sec): 3 clusters
  Score: Raw -2154236.484522 + Penalty 3225.833116 = -2151010.651406
  nChanged 862
		SP:Iteration 3Q (35256.920000 sec): 3 clusters
  Score: Raw -2154503.635240 + Penalty 3225.833116 = -2151277.802123
  nChanged 835
		SP:Iteration 4Q (35257.180000 sec): 3 clusters
  Score: Raw -2154811.543051 + Penalty 3225.833116 = -2151585.709934
  nChanged 909
		SP:Iteration 5Q (35257.500000 sec): 3 clusters
  Score: Raw -2155197.188409 + Penalty 3225.833116 = -2151971.355293
  nChanged 998
		SP:Iteration 6Q (35257.770000 sec): 3 clusters
  Score: Raw -2155682.278360 + Penalty 3225.833116 = -2152456.445244
  nChanged 1110
		SP:Iteration 7F (35258.020000 sec): 3 clusters
  Score: Raw -2156335.598248 + Penalty 3225.833116 = -2153109.765132
  nChanged 1257
		SP:Iteration 8F (35258.250000 sec): 3 clusters
  Score: Raw -2157202.971442 + Penalty 3225.833116 = -2153977.138326
  nChanged 1305
		SP:Iteration 9F (35258.540000 sec): 3 clusters
  Score: Raw -2158228.102905 + Penalty 3225.833116 = -2155002.269789
  nChanged 1230
		SP:Iteration 10F (35258.830000 sec): 3 clusters
  Score: Raw -2159315.787922 + Penalty 3225.833116 = -2156089.954806
  nChanged 966
		SP:Iteration 11Q (35259.090000 sec): 3 clusters
  Score: Raw -2160211.052551 + Penalty 3225.833116 = -2156985.219435
  nChanged 607
		SP:Iteration 12Q (35259.340000 sec): 3 clusters
  Score: Raw -2160789.160533 + Penalty 3225.833116 = -2157563.327417
  nChanged 296
		SP:Iteration 13Q (35259.660000 sec): 3 clusters
  Score: Raw -2161068.944631 + Penalty 3225.833116 = -2157843.111515
  nChanged 154
		SP:Iteration 14Q (35259.980000 sec): 3 clusters
  Score: Raw -2161230.636737 + Penalty 3225.833116 = -2158004.803620
  nChanged 70
		SP:Iteration 15Q (35260.270000 sec): 3 clusters
  Score: Raw -2161306.543277 + Penalty 3225.833116 = -2158080.710160
  nChanged 33
		SP:Iteration 16Q (35260.480000 sec): 3 clusters
  Score: Raw -2161344.438057 + Penalty 3225.833116 = -2158118.604941
  nChanged 19
		SP:Iteration 17Q (35260.740000 sec): 3 clusters
  Score: Raw -2161366.201632 + Penalty 3225.833116 = -2158140.368516
  nChanged 16
		SP:Iteration 18Q (35260.970000 sec): 3 clusters
  Score: Raw -2161382.997935 + Penalty 3225.833116 = -2158157.164819
  nChanged 8
		SP:Iteration 19Q (35261.230000 sec): 3 clusters
  Score: Raw -2161393.319616 + Penalty 3225.833116 = -2158167.486500
  nChanged 4
		SP:Iteration 20F (35261.460000 sec): 3 clusters
  Score: Raw -2161397.082647 + Penalty 3225.833116 = -2158171.249531
  nChanged 3
		SP:Iteration 21Q (35261.740000 sec): 3 clusters
  Score: Raw -2161399.543254 + Penalty 3225.833116 = -2158173.710138
  nChanged 3
		SP:Iteration 22Q (35261.980000 sec): 3 clusters
  Score: Raw -2161402.489769 + Penalty 3225.833116 = -2158176.656653
  nChanged 3
		SP:Iteration 23Q (35262.250000 sec): 3 clusters
  Score: Raw -2161407.227709 + Penalty 3225.833116 = -2158181.394593
  nChanged 4
		SP:Iteration 24Q (35262.550000 sec): 3 clusters
  Score: Raw -2161410.869937 + Penalty 3225.833116 = -2158185.036821
  nChanged 6
		SP:Iteration 25Q (35262.830000 sec): 3 clusters
  Score: Raw -2161418.379629 + Penalty 3225.833116 = -2158192.546512
  nChanged 3
		SP:Iteration 26Q (35263.060000 sec): 3 clusters
  Score: Raw -2161421.773781 + Penalty 3225.833116 = -2158195.940665
  nChanged 0
		SP:Iteration 27F (35263.370000 sec): 3 clusters
  Score: Raw -2161421.773781 + Penalty 3225.833116 = -2158195.940665
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35263.910000 sec): 2 clusters
  Score: Raw -10971915.798221 + Penalty 1874.521726 = -10970041.276495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35264.550000 sec): 3 clusters
  Score: Raw -10905352.389106 + Penalty 3749.043452 = -10901603.345654
  nChanged 49002
		SP:Iteration 1F (35265.170000 sec): 3 clusters
  Score: Raw -10934811.312610 + Penalty 3749.043452 = -10931062.269158
  nChanged 4931
		SP:Iteration 2Q (35265.740000 sec): 3 clusters
  Score: Raw -10936983.172477 + Penalty 3749.043452 = -10933234.129025
  nChanged 6357
		SP:Iteration 3F (35266.330000 sec): 3 clusters
  Score: Raw -10940684.683147 + Penalty 3749.043452 = -10936935.639695
  nChanged 7788
		SP:Iteration 4F (35266.920000 sec): 3 clusters
  Score: Raw -10946218.733032 + Penalty 3749.043452 = -10942469.689580
  nChanged 8158
		SP:Iteration 5F (35267.500000 sec): 3 clusters
  Score: Raw -10952575.812194 + Penalty 3749.043452 = -10948826.768742
  nChanged 6979
		SP:Iteration 6F (35268.090000 sec): 3 clusters
  Score: Raw -10958422.999027 + Penalty 3749.043452 = -10954673.955575
  nChanged 5242
		SP:Iteration 7F (35268.720000 sec): 3 clusters
  Score: Raw -10963351.574522 + Penalty 3749.043452 = -10959602.531071
  nChanged 3650
		SP:Iteration 8Q (35269.410000 sec): 3 clusters
  Score: Raw -10967200.480782 + Penalty 3749.043452 = -10963451.437330
  nChanged 2269
		SP:Iteration 9Q (35270.000000 sec): 3 clusters
  Score: Raw -10969577.075140 + Penalty 3749.043452 = -10965828.031688
  nChanged 1399
		SP:Iteration 10Q (35270.570000 sec): 3 clusters
  Score: Raw -10970648.813964 + Penalty 3749.043452 = -10966899.770512
  nChanged 875
		SP:Iteration 11Q (35271.200000 sec): 3 clusters
  Score: Raw -10971128.923334 + Penalty 3749.043452 = -10967379.879882
  nChanged 594
		SP:Iteration 12Q (35271.810000 sec): 3 clusters
  Score: Raw -10971412.697962 + Penalty 3749.043452 = -10967663.654510
  nChanged 444
		SP:Iteration 13Q (35272.490000 sec): 3 clusters
  Score: Raw -10971597.445618 + Penalty 3749.043452 = -10967848.402166
  nChanged 367
		SP:Iteration 14Q (35273.110000 sec): 3 clusters
  Score: Raw -10971750.384163 + Penalty 3749.043452 = -10968001.340711
  nChanged 313
		SP:Iteration 15Q (35273.730000 sec): 3 clusters
  Score: Raw -10971867.240703 + Penalty 3749.043452 = -10968118.197251
  nChanged 268
		SP:Iteration 16Q (35274.340000 sec): 3 clusters
  Score: Raw -10971958.784556 + Penalty 3749.043452 = -10968209.741104
  nChanged 220
		SP:Iteration 17Q (35274.860000 sec): 3 clusters
  Score: Raw -10972027.775226 + Penalty 3749.043452 = -10968278.731774
  nChanged 204
		SP:Iteration 18Q (35275.370000 sec): 3 clusters
  Score: Raw -10972094.102124 + Penalty 3749.043452 = -10968345.058672
  nChanged 174
		SP:Iteration 19Q (35275.890000 sec): 3 clusters
  Score: Raw -10972147.663285 + Penalty 3749.043452 = -10968398.619833
  nChanged 155
		SP:Iteration 20F (35276.470000 sec): 3 clusters
  Score: Raw -10972188.754102 + Penalty 3749.043452 = -10968439.710650
  nChanged 124
		SP:Iteration 21Q (35277.020000 sec): 3 clusters
  Score: Raw -10972220.141231 + Penalty 3749.043452 = -10968471.097779
  nChanged 101
		SP:Iteration 22Q (35277.590000 sec): 3 clusters
  Score: Raw -10972242.833244 + Penalty 3749.043452 = -10968493.789792
  nChanged 102
		SP:Iteration 23Q (35278.150000 sec): 3 clusters
  Score: Raw -10972266.000830 + Penalty 3749.043452 = -10968516.957378
  nChanged 102
		SP:Iteration 24Q (35278.730000 sec): 3 clusters
  Score: Raw -10972291.512353 + Penalty 3749.043452 = -10968542.468901
  nChanged 106
		SP:Iteration 25Q (35279.290000 sec): 3 clusters
  Score: Raw -10972318.632726 + Penalty 3749.043452 = -10968569.589274
  nChanged 90
		SP:Iteration 26Q (35279.870000 sec): 3 clusters
  Score: Raw -10972339.538457 + Penalty 3749.043452 = -10968590.495005
  nChanged 88
		SP:Iteration 27Q (35280.410000 sec): 3 clusters
  Score: Raw -10972359.655771 + Penalty 3749.043452 = -10968610.612319
  nChanged 80
		SP:Iteration 28Q (35280.970000 sec): 3 clusters
  Score: Raw -10972377.257814 + Penalty 3749.043452 = -10968628.214363
  nChanged 64
		SP:Iteration 29Q (35281.470000 sec): 3 clusters
  Score: Raw -10972389.437556 + Penalty 3749.043452 = -10968640.394104
  nChanged 62
		SP:Iteration 30Q (35282.000000 sec): 3 clusters
  Score: Raw -10972402.221054 + Penalty 3749.043452 = -10968653.177602
  nChanged 51
		SP:Iteration 31Q (35282.540000 sec): 3 clusters
  Score: Raw -10972413.153741 + Penalty 3749.043452 = -10968664.110289
  nChanged 53
		SP:Iteration 32Q (35283.150000 sec): 3 clusters
  Score: Raw -10972424.391683 + Penalty 3749.043452 = -10968675.348231
  nChanged 56
		SP:Iteration 33Q (35283.750000 sec): 3 clusters
  Score: Raw -10972436.632706 + Penalty 3749.043452 = -10968687.589254
  nChanged 41
		SP:Iteration 34Q (35284.310000 sec): 3 clusters
  Score: Raw -10972443.945301 + Penalty 3749.043452 = -10968694.901849
  nChanged 31
		SP:Iteration 35Q (35284.850000 sec): 3 clusters
  Score: Raw -10972450.602268 + Penalty 3749.043452 = -10968701.558816
  nChanged 32
		SP:Iteration 36Q (35285.410000 sec): 3 clusters
  Score: Raw -10972457.154324 + Penalty 3749.043452 = -10968708.110872
  nChanged 35
		SP:Iteration 37Q (35286.000000 sec): 3 clusters
  Score: Raw -10972461.950648 + Penalty 3749.043452 = -10968712.907196
  nChanged 15
		SP:Iteration 38Q (35286.590000 sec): 3 clusters
  Score: Raw -10972464.531026 + Penalty 3749.043452 = -10968715.487574
  nChanged 15
		SP:Iteration 39Q (35287.260000 sec): 3 clusters
  Score: Raw -10972467.214227 + Penalty 3749.043452 = -10968718.170775
  nChanged 15
		SP:Iteration 40F (35287.880000 sec): 3 clusters
  Score: Raw -10972469.434362 + Penalty 3749.043452 = -10968720.390911
  nChanged 10
		SP:Iteration 41Q (35288.470000 sec): 3 clusters
  Score: Raw -10972471.425291 + Penalty 3749.043452 = -10968722.381839
  nChanged 10
		SP:Iteration 42Q (35289.080000 sec): 3 clusters
  Score: Raw -10972473.252318 + Penalty 3749.043452 = -10968724.208866
  nChanged 11
		SP:Iteration 43Q (35289.630000 sec): 3 clusters
  Score: Raw -10972475.054666 + Penalty 3749.043452 = -10968726.011214
  nChanged 12
		SP:Iteration 44Q (35290.200000 sec): 3 clusters
  Score: Raw -10972476.991015 + Penalty 3749.043452 = -10968727.947564
  nChanged 18
		SP:Iteration 45Q (35290.790000 sec): 3 clusters
  Score: Raw -10972480.194913 + Penalty 3749.043452 = -10968731.151461
  nChanged 18
		SP:Iteration 46Q (35291.420000 sec): 3 clusters
  Score: Raw -10972482.974074 + Penalty 3749.043452 = -10968733.930622
  nChanged 16
		SP:Iteration 47Q (35292.000000 sec): 3 clusters
  Score: Raw -10972485.751032 + Penalty 3749.043452 = -10968736.707580
  nChanged 14
		SP:Iteration 48Q (35292.600000 sec): 3 clusters
  Score: Raw -10972488.506644 + Penalty 3749.043452 = -10968739.463193
  nChanged 11
		SP:Iteration 49Q (35293.170000 sec): 3 clusters
  Score: Raw -10972490.496469 + Penalty 3749.043452 = -10968741.453017
  nChanged 11
		SP:Iteration 50Q (35293.750000 sec): 3 clusters
  Score: Raw -10972492.628584 + Penalty 3749.043452 = -10968743.585132
  nChanged 8
		SP:Iteration 51Q (35294.370000 sec): 3 clusters
  Score: Raw -10972493.838417 + Penalty 3749.043452 = -10968744.794965
  nChanged 6
		SP:Iteration 52Q (35294.980000 sec): 3 clusters
  Score: Raw -10972494.872672 + Penalty 3749.043452 = -10968745.829220
  nChanged 5
		SP:Iteration 53Q (35295.560000 sec): 3 clusters
  Score: Raw -10972495.482438 + Penalty 3749.043452 = -10968746.438986
  nChanged 9
		SP:Iteration 54Q (35296.170000 sec): 3 clusters
  Score: Raw -10972496.565016 + Penalty 3749.043452 = -10968747.521564
  nChanged 6
		SP:Iteration 55Q (35296.770000 sec): 3 clusters
  Score: Raw -10972497.576784 + Penalty 3749.043452 = -10968748.533332
  nChanged 7
		SP:Iteration 56Q (35297.330000 sec): 3 clusters
  Score: Raw -10972499.475343 + Penalty 3749.043452 = -10968750.431891
  nChanged 10
		SP:Iteration 57Q (35297.970000 sec): 3 clusters
  Score: Raw -10972500.979055 + Penalty 3749.043452 = -10968751.935603
  nChanged 6
		SP:Iteration 58Q (35298.590000 sec): 3 clusters
  Score: Raw -10972501.722487 + Penalty 3749.043452 = -10968752.679035
  nChanged 4
		SP:Iteration 59Q (35299.170000 sec): 3 clusters
  Score: Raw -10972502.548399 + Penalty 3749.043452 = -10968753.504947
  nChanged 7
		SP:Iteration 60F (35299.790000 sec): 3 clusters
  Score: Raw -10972503.357980 + Penalty 3749.043452 = -10968754.314528
  nChanged 6
		SP:Iteration 61Q (35300.350000 sec): 3 clusters
  Score: Raw -10972503.819942 + Penalty 3749.043452 = -10968754.776490
  nChanged 2
		SP:Iteration 62Q (35300.900000 sec): 3 clusters
  Score: Raw -10972504.138965 + Penalty 3749.043452 = -10968755.095513
  nChanged 6
		SP:Iteration 63Q (35301.490000 sec): 3 clusters
  Score: Raw -10972505.027929 + Penalty 3749.043452 = -10968755.984477
  nChanged 5
		SP:Iteration 64Q (35302.050000 sec): 3 clusters
  Score: Raw -10972505.663885 + Penalty 3749.043452 = -10968756.620433
  nChanged 3
		SP:Iteration 65Q (35302.640000 sec): 3 clusters
  Score: Raw -10972506.164604 + Penalty 3749.043452 = -10968757.121152
  nChanged 4
		SP:Iteration 66Q (35303.240000 sec): 3 clusters
  Score: Raw -10972506.877595 + Penalty 3749.043452 = -10968757.834144
  nChanged 4
		SP:Iteration 67Q (35303.800000 sec): 3 clusters
  Score: Raw -10972507.372951 + Penalty 3749.043452 = -10968758.329499
  nChanged 3
		SP:Iteration 68Q (35304.370000 sec): 3 clusters
  Score: Raw -10972507.599732 + Penalty 3749.043452 = -10968758.556280
  nChanged 1
		SP:Iteration 69Q (35304.880000 sec): 3 clusters
  Score: Raw -10972507.633159 + Penalty 3749.043452 = -10968758.589708
  nChanged 0
		SP:Iteration 70F (35305.560000 sec): 3 clusters
  Score: Raw -10972507.633159 + Penalty 3749.043452 = -10968758.589708
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35305.700000 sec): 2 clusters
  Score: Raw -940033.692945 + Penalty 1479.991983 = -938553.700962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35305.910000 sec): 3 clusters
  Score: Raw -934950.437507 + Penalty 2959.983966 = -931990.453540
  nChanged 3890
		SP:Iteration 1F (35306.160000 sec): 3 clusters
  Score: Raw -937072.360740 + Penalty 2959.983966 = -934112.376774
  nChanged 617
		SP:Iteration 2F (35306.360000 sec): 3 clusters
  Score: Raw -937361.118556 + Penalty 2959.983966 = -934401.134590
  nChanged 485
		SP:Iteration 3F (35306.610000 sec): 3 clusters
  Score: Raw -937586.791678 + Penalty 2959.983966 = -934626.807711
  nChanged 425
		SP:Iteration 4Q (35306.790000 sec): 3 clusters
  Score: Raw -937777.725615 + Penalty 2959.983966 = -934817.741649
  nChanged 349
		SP:Iteration 5Q (35307.040000 sec): 3 clusters
  Score: Raw -937933.315413 + Penalty 2959.983966 = -934973.331446
  nChanged 340
		SP:Iteration 6Q (35307.280000 sec): 3 clusters
  Score: Raw -938080.822589 + Penalty 2959.983966 = -935120.838623
  nChanged 334
		SP:Iteration 7Q (35307.520000 sec): 3 clusters
  Score: Raw -938244.898933 + Penalty 2959.983966 = -935284.914967
  nChanged 311
		SP:Iteration 8Q (35307.730000 sec): 3 clusters
  Score: Raw -938403.874362 + Penalty 2959.983966 = -935443.890396
  nChanged 341
		SP:Iteration 9Q (35307.950000 sec): 3 clusters
  Score: Raw -938586.626764 + Penalty 2959.983966 = -935626.642797
  nChanged 344
		SP:Iteration 10Q (35308.150000 sec): 3 clusters
  Score: Raw -938777.042078 + Penalty 2959.983966 = -935817.058111
  nChanged 317
		SP:Iteration 11Q (35308.360000 sec): 3 clusters
  Score: Raw -938952.401285 + Penalty 2959.983966 = -935992.417318
  nChanged 313
		SP:Iteration 12Q (35308.600000 sec): 3 clusters
  Score: Raw -939128.745351 + Penalty 2959.983966 = -936168.761384
  nChanged 276
		SP:Iteration 13Q (35308.830000 sec): 3 clusters
  Score: Raw -939295.720208 + Penalty 2959.983966 = -936335.736242
  nChanged 265
		SP:Iteration 14Q (35309.040000 sec): 3 clusters
  Score: Raw -939465.858268 + Penalty 2959.983966 = -936505.874301
  nChanged 233
		SP:Iteration 15Q (35309.250000 sec): 3 clusters
  Score: Raw -939627.082525 + Penalty 2959.983966 = -936667.098558
  nChanged 217
		SP:Iteration 16Q (35309.460000 sec): 3 clusters
  Score: Raw -939781.940911 + Penalty 2959.983966 = -936821.956945
  nChanged 185
		SP:Iteration 17Q (35309.660000 sec): 3 clusters
  Score: Raw -939918.415432 + Penalty 2959.983966 = -936958.431466
  nChanged 141
		SP:Iteration 18Q (35309.880000 sec): 3 clusters
  Score: Raw -940006.541286 + Penalty 2959.983966 = -937046.557319
  nChanged 103
		SP:Iteration 19Q (35310.120000 sec): 3 clusters
  Score: Raw -940073.125115 + Penalty 2959.983966 = -937113.141149
  nChanged 76
		SP:Iteration 20F (35310.340000 sec): 3 clusters
  Score: Raw -940123.921725 + Penalty 2959.983966 = -937163.937758
  nChanged 64
		SP:Iteration 21Q (35310.520000 sec): 3 clusters
  Score: Raw -940165.282488 + Penalty 2959.983966 = -937205.298521
  nChanged 44
		SP:Iteration 22Q (35310.740000 sec): 3 clusters
  Score: Raw -940190.310188 + Penalty 2959.983966 = -937230.326221
  nChanged 31
		SP:Iteration 23Q (35310.980000 sec): 3 clusters
  Score: Raw -940211.109041 + Penalty 2959.983966 = -937251.125075
  nChanged 31
		SP:Iteration 24Q (35311.180000 sec): 3 clusters
  Score: Raw -940236.927545 + Penalty 2959.983966 = -937276.943579
  nChanged 31
		SP:Iteration 25Q (35311.400000 sec): 3 clusters
  Score: Raw -940264.216699 + Penalty 2959.983966 = -937304.232732
  nChanged 30
		SP:Iteration 26Q (35311.590000 sec): 3 clusters
  Score: Raw -940288.524836 + Penalty 2959.983966 = -937328.540870
  nChanged 19
		SP:Iteration 27Q (35311.780000 sec): 3 clusters
  Score: Raw -940302.323283 + Penalty 2959.983966 = -937342.339317
  nChanged 17
		SP:Iteration 28Q (35312.010000 sec): 3 clusters
  Score: Raw -940313.447710 + Penalty 2959.983966 = -937353.463744
  nChanged 9
		SP:Iteration 29Q (35312.200000 sec): 3 clusters
  Score: Raw -940320.259920 + Penalty 2959.983966 = -937360.275953
  nChanged 8
		SP:Iteration 30Q (35312.380000 sec): 3 clusters
  Score: Raw -940328.418699 + Penalty 2959.983966 = -937368.434733
  nChanged 8
		SP:Iteration 31Q (35312.620000 sec): 3 clusters
  Score: Raw -940336.433818 + Penalty 2959.983966 = -937376.449851
  nChanged 9
		SP:Iteration 32Q (35312.820000 sec): 3 clusters
  Score: Raw -940343.498910 + Penalty 2959.983966 = -937383.514943
  nChanged 12
		SP:Iteration 33Q (35313.020000 sec): 3 clusters
  Score: Raw -940354.289865 + Penalty 2959.983966 = -937394.305898
  nChanged 14
		SP:Iteration 34Q (35313.250000 sec): 3 clusters
  Score: Raw -940367.673554 + Penalty 2959.983966 = -937407.689587
  nChanged 7
		SP:Iteration 35Q (35313.500000 sec): 3 clusters
  Score: Raw -940377.494314 + Penalty 2959.983966 = -937417.510347
  nChanged 8
		SP:Iteration 36Q (35313.690000 sec): 3 clusters
  Score: Raw -940386.650728 + Penalty 2959.983966 = -937426.666761
  nChanged 8
		SP:Iteration 37Q (35313.860000 sec): 3 clusters
  Score: Raw -940396.134201 + Penalty 2959.983966 = -937436.150235
  nChanged 6
		SP:Iteration 38Q (35314.070000 sec): 3 clusters
  Score: Raw -940405.727017 + Penalty 2959.983966 = -937445.743051
  nChanged 4
		SP:Iteration 39Q (35314.290000 sec): 3 clusters
  Score: Raw -940408.627921 + Penalty 2959.983966 = -937448.643954
  nChanged 4
		SP:Iteration 40F (35314.510000 sec): 3 clusters
  Score: Raw -940410.939060 + Penalty 2959.983966 = -937450.955093
  nChanged 4
		SP:Iteration 41Q (35314.710000 sec): 3 clusters
  Score: Raw -940414.058863 + Penalty 2959.983966 = -937454.074896
  nChanged 2
		SP:Iteration 42Q (35314.930000 sec): 3 clusters
  Score: Raw -940415.495918 + Penalty 2959.983966 = -937455.511952
  nChanged 0
		SP:Iteration 43F (35315.110000 sec): 3 clusters
  Score: Raw -940415.495918 + Penalty 2959.983966 = -937455.511952
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35315.530000 sec): 2 clusters
  Score: Raw -7475881.081146 + Penalty 1818.173370 = -7474062.907776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35316.010000 sec): 3 clusters
  Score: Raw -7429324.359954 + Penalty 3636.346739 = -7425688.013215
  nChanged 34321
		SP:Iteration 1F (35316.520000 sec): 3 clusters
  Score: Raw -7448878.638693 + Penalty 3636.346739 = -7445242.291954
  nChanged 2697
		SP:Iteration 2Q (35317.010000 sec): 3 clusters
  Score: Raw -7449635.706761 + Penalty 3636.346739 = -7445999.360022
  nChanged 3018
		SP:Iteration 3Q (35317.520000 sec): 3 clusters
  Score: Raw -7450703.929187 + Penalty 3636.346739 = -7447067.582448
  nChanged 3629
		SP:Iteration 4F (35317.970000 sec): 3 clusters
  Score: Raw -7452374.427176 + Penalty 3636.346739 = -7448738.080436
  nChanged 4754
		SP:Iteration 5F (35318.430000 sec): 3 clusters
  Score: Raw -7455276.440742 + Penalty 3636.346739 = -7451640.094002
  nChanged 5867
		SP:Iteration 6F (35318.880000 sec): 3 clusters
  Score: Raw -7459793.502211 + Penalty 3636.346739 = -7456157.155472
  nChanged 6278
		SP:Iteration 7F (35319.360000 sec): 3 clusters
  Score: Raw -7465600.043784 + Penalty 3636.346739 = -7461963.697045
  nChanged 5287
		SP:Iteration 8F (35319.860000 sec): 3 clusters
  Score: Raw -7470840.108332 + Penalty 3636.346739 = -7467203.761593
  nChanged 3282
		SP:Iteration 9Q (35320.330000 sec): 3 clusters
  Score: Raw -7474009.314501 + Penalty 3636.346739 = -7470372.967761
  nChanged 1424
		SP:Iteration 10Q (35320.810000 sec): 3 clusters
  Score: Raw -7475305.348530 + Penalty 3636.346739 = -7471669.001790
  nChanged 479
		SP:Iteration 11Q (35321.290000 sec): 3 clusters
  Score: Raw -7475728.123598 + Penalty 3636.346739 = -7472091.776859
  nChanged 196
		SP:Iteration 12Q (35321.750000 sec): 3 clusters
  Score: Raw -7475894.049776 + Penalty 3636.346739 = -7472257.703036
  nChanged 81
		SP:Iteration 13Q (35322.160000 sec): 3 clusters
  Score: Raw -7475967.463452 + Penalty 3636.346739 = -7472331.116712
  nChanged 43
		SP:Iteration 14Q (35322.590000 sec): 3 clusters
  Score: Raw -7476009.123507 + Penalty 3636.346739 = -7472372.776768
  nChanged 26
		SP:Iteration 15Q (35323.070000 sec): 3 clusters
  Score: Raw -7476028.477820 + Penalty 3636.346739 = -7472392.131080
  nChanged 19
		SP:Iteration 16Q (35323.520000 sec): 3 clusters
  Score: Raw -7476046.550953 + Penalty 3636.346739 = -7472410.204213
  nChanged 17
		SP:Iteration 17Q (35323.960000 sec): 3 clusters
  Score: Raw -7476061.955537 + Penalty 3636.346739 = -7472425.608798
  nChanged 11
		SP:Iteration 18Q (35324.410000 sec): 3 clusters
  Score: Raw -7476069.243372 + Penalty 3636.346739 = -7472432.896632
  nChanged 6
		SP:Iteration 19Q (35324.880000 sec): 3 clusters
  Score: Raw -7476074.086094 + Penalty 3636.346739 = -7472437.739355
  nChanged 4
		SP:Iteration 20F (35325.380000 sec): 3 clusters
  Score: Raw -7476076.134219 + Penalty 3636.346739 = -7472439.787479
  nChanged 4
		SP:Iteration 21Q (35325.820000 sec): 3 clusters
  Score: Raw -7476078.869133 + Penalty 3636.346739 = -7472442.522394
  nChanged 2
		SP:Iteration 22Q (35326.270000 sec): 3 clusters
  Score: Raw -7476080.489812 + Penalty 3636.346739 = -7472444.143073
  nChanged 2
		SP:Iteration 23Q (35326.710000 sec): 3 clusters
  Score: Raw -7476081.688919 + Penalty 3636.346739 = -7472445.342180
  nChanged 1
		SP:Iteration 24Q (35327.170000 sec): 3 clusters
  Score: Raw -7476082.694211 + Penalty 3636.346739 = -7472446.347471
  nChanged 1
		SP:Iteration 25Q (35327.610000 sec): 3 clusters
  Score: Raw -7476083.510947 + Penalty 3636.346739 = -7472447.164208
  nChanged 3
		SP:Iteration 26Q (35328.030000 sec): 3 clusters
  Score: Raw -7476085.238419 + Penalty 3636.346739 = -7472448.891679
  nChanged 4
		SP:Iteration 27Q (35328.490000 sec): 3 clusters
  Score: Raw -7476087.854584 + Penalty 3636.346739 = -7472451.507845
  nChanged 2
		SP:Iteration 28Q (35328.920000 sec): 3 clusters
  Score: Raw -7476090.201010 + Penalty 3636.346739 = -7472453.854271
  nChanged 5
		SP:Iteration 29Q (35329.390000 sec): 3 clusters
  Score: Raw -7476093.887567 + Penalty 3636.346739 = -7472457.540827
  nChanged 1
		SP:Iteration 30Q (35329.870000 sec): 3 clusters
  Score: Raw -7476097.671846 + Penalty 3636.346739 = -7472461.325107
  nChanged 4
		SP:Iteration 31Q (35330.300000 sec): 3 clusters
  Score: Raw -7476101.797724 + Penalty 3636.346739 = -7472465.450985
  nChanged 4
		SP:Iteration 32Q (35330.810000 sec): 3 clusters
  Score: Raw -7476106.484178 + Penalty 3636.346739 = -7472470.137439
  nChanged 2
		SP:Iteration 33Q (35331.300000 sec): 3 clusters
  Score: Raw -7476109.361932 + Penalty 3636.346739 = -7472473.015192
  nChanged 3
		SP:Iteration 34Q (35331.740000 sec): 3 clusters
  Score: Raw -7476112.378892 + Penalty 3636.346739 = -7472476.032153
  nChanged 0
		SP:Iteration 35F (35332.250000 sec): 3 clusters
  Score: Raw -7476112.378892 + Penalty 3636.346739 = -7472476.032153
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35332.430000 sec): 2 clusters
  Score: Raw -1995301.197227 + Penalty 1599.900346 = -1993701.296881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35332.710000 sec): 3 clusters
  Score: Raw -1983970.250725 + Penalty 3199.800693 = -1980770.450032
  nChanged 8487
		SP:Iteration 1F (35332.960000 sec): 3 clusters
  Score: Raw -1988732.190853 + Penalty 3199.800693 = -1985532.390160
  nChanged 1080
		SP:Iteration 2F (35333.210000 sec): 3 clusters
  Score: Raw -1989168.997681 + Penalty 3199.800693 = -1985969.196988
  nChanged 950
		SP:Iteration 3F (35333.510000 sec): 3 clusters
  Score: Raw -1989580.804550 + Penalty 3199.800693 = -1986381.003857
  nChanged 920
		SP:Iteration 4Q (35333.840000 sec): 3 clusters
  Score: Raw -1990025.341513 + Penalty 3199.800693 = -1986825.540820
  nChanged 978
		SP:Iteration 5F (35334.080000 sec): 3 clusters
  Score: Raw -1990543.081852 + Penalty 3199.800693 = -1987343.281159
  nChanged 994
		SP:Iteration 6F (35334.400000 sec): 3 clusters
  Score: Raw -1991093.360663 + Penalty 3199.800693 = -1987893.559970
  nChanged 982
		SP:Iteration 7F (35334.630000 sec): 3 clusters
  Score: Raw -1991689.633434 + Penalty 3199.800693 = -1988489.832741
  nChanged 976
		SP:Iteration 8F (35334.910000 sec): 3 clusters
  Score: Raw -1992312.578809 + Penalty 3199.800693 = -1989112.778117
  nChanged 905
		SP:Iteration 9Q (35335.140000 sec): 3 clusters
  Score: Raw -1992888.522836 + Penalty 3199.800693 = -1989688.722144
  nChanged 744
		SP:Iteration 10Q (35335.380000 sec): 3 clusters
  Score: Raw -1993347.031510 + Penalty 3199.800693 = -1990147.230817
  nChanged 579
		SP:Iteration 11Q (35335.650000 sec): 3 clusters
  Score: Raw -1993676.464483 + Penalty 3199.800693 = -1990476.663790
  nChanged 457
		SP:Iteration 12Q (35335.930000 sec): 3 clusters
  Score: Raw -1993890.684049 + Penalty 3199.800693 = -1990690.883356
  nChanged 333
		SP:Iteration 13Q (35336.210000 sec): 3 clusters
  Score: Raw -1994032.996444 + Penalty 3199.800693 = -1990833.195751
  nChanged 274
		SP:Iteration 14Q (35336.480000 sec): 3 clusters
  Score: Raw -1994141.279642 + Penalty 3199.800693 = -1990941.478950
  nChanged 256
		SP:Iteration 15Q (35336.690000 sec): 3 clusters
  Score: Raw -1994239.565905 + Penalty 3199.800693 = -1991039.765212
  nChanged 213
		SP:Iteration 16Q (35336.950000 sec): 3 clusters
  Score: Raw -1994321.426373 + Penalty 3199.800693 = -1991121.625680
  nChanged 216
		SP:Iteration 17Q (35337.210000 sec): 3 clusters
  Score: Raw -1994404.122312 + Penalty 3199.800693 = -1991204.321620
  nChanged 197
		SP:Iteration 18Q (35337.460000 sec): 3 clusters
  Score: Raw -1994481.616567 + Penalty 3199.800693 = -1991281.815875
  nChanged 207
		SP:Iteration 19Q (35337.680000 sec): 3 clusters
  Score: Raw -1994559.693635 + Penalty 3199.800693 = -1991359.892943
  nChanged 176
		SP:Iteration 20F (35337.930000 sec): 3 clusters
  Score: Raw -1994622.657958 + Penalty 3199.800693 = -1991422.857266
  nChanged 159
		SP:Iteration 21Q (35338.190000 sec): 3 clusters
  Score: Raw -1994679.134664 + Penalty 3199.800693 = -1991479.333971
  nChanged 153
		SP:Iteration 22Q (35338.400000 sec): 3 clusters
  Score: Raw -1994734.437815 + Penalty 3199.800693 = -1991534.637122
  nChanged 141
		SP:Iteration 23Q (35338.670000 sec): 3 clusters
  Score: Raw -1994787.237232 + Penalty 3199.800693 = -1991587.436539
  nChanged 134
		SP:Iteration 24Q (35338.880000 sec): 3 clusters
  Score: Raw -1994831.240817 + Penalty 3199.800693 = -1991631.440124
  nChanged 126
		SP:Iteration 25Q (35339.140000 sec): 3 clusters
  Score: Raw -1994874.181568 + Penalty 3199.800693 = -1991674.380876
  nChanged 121
		SP:Iteration 26Q (35339.340000 sec): 3 clusters
  Score: Raw -1994914.778841 + Penalty 3199.800693 = -1991714.978148
  nChanged 114
		SP:Iteration 27Q (35339.580000 sec): 3 clusters
  Score: Raw -1994953.016361 + Penalty 3199.800693 = -1991753.215668
  nChanged 114
		SP:Iteration 28Q (35339.870000 sec): 3 clusters
  Score: Raw -1994994.287939 + Penalty 3199.800693 = -1991794.487246
  nChanged 103
		SP:Iteration 29Q (35340.140000 sec): 3 clusters
  Score: Raw -1995030.961755 + Penalty 3199.800693 = -1991831.161062
  nChanged 102
		SP:Iteration 30Q (35340.380000 sec): 3 clusters
  Score: Raw -1995064.193229 + Penalty 3199.800693 = -1991864.392536
  nChanged 78
		SP:Iteration 31Q (35340.650000 sec): 3 clusters
  Score: Raw -1995086.703846 + Penalty 3199.800693 = -1991886.903153
  nChanged 74
		SP:Iteration 32Q (35340.870000 sec): 3 clusters
  Score: Raw -1995107.952252 + Penalty 3199.800693 = -1991908.151560
  nChanged 78
		SP:Iteration 33Q (35341.170000 sec): 3 clusters
  Score: Raw -1995130.845840 + Penalty 3199.800693 = -1991931.045148
  nChanged 64
		SP:Iteration 34Q (35341.410000 sec): 3 clusters
  Score: Raw -1995152.541349 + Penalty 3199.800693 = -1991952.740657
  nChanged 70
		SP:Iteration 35Q (35341.710000 sec): 3 clusters
  Score: Raw -1995171.968348 + Penalty 3199.800693 = -1991972.167656
  nChanged 49
		SP:Iteration 36Q (35341.990000 sec): 3 clusters
  Score: Raw -1995184.446811 + Penalty 3199.800693 = -1991984.646118
  nChanged 45
		SP:Iteration 37Q (35342.270000 sec): 3 clusters
  Score: Raw -1995197.887714 + Penalty 3199.800693 = -1991998.087021
  nChanged 47
		SP:Iteration 38Q (35342.580000 sec): 3 clusters
  Score: Raw -1995212.712531 + Penalty 3199.800693 = -1992012.911839
  nChanged 58
		SP:Iteration 39Q (35342.830000 sec): 3 clusters
  Score: Raw -1995235.640311 + Penalty 3199.800693 = -1992035.839618
  nChanged 65
		SP:Iteration 40F (35343.120000 sec): 3 clusters
  Score: Raw -1995260.284239 + Penalty 3199.800693 = -1992060.483547
  nChanged 46
		SP:Iteration 41Q (35343.420000 sec): 3 clusters
  Score: Raw -1995273.714435 + Penalty 3199.800693 = -1992073.913742
  nChanged 43
		SP:Iteration 42Q (35343.690000 sec): 3 clusters
  Score: Raw -1995287.797390 + Penalty 3199.800693 = -1992087.996698
  nChanged 52
		SP:Iteration 43Q (35343.950000 sec): 3 clusters
  Score: Raw -1995303.948697 + Penalty 3199.800693 = -1992104.148004
  nChanged 58
		SP:Iteration 44Q (35344.210000 sec): 3 clusters
  Score: Raw -1995322.242164 + Penalty 3199.800693 = -1992122.441472
  nChanged 58
		SP:Iteration 45Q (35344.470000 sec): 3 clusters
  Score: Raw -1995341.450514 + Penalty 3199.800693 = -1992141.649821
  nChanged 51
		SP:Iteration 46Q (35344.720000 sec): 3 clusters
  Score: Raw -1995361.006636 + Penalty 3199.800693 = -1992161.205944
  nChanged 53
		SP:Iteration 47Q (35344.930000 sec): 3 clusters
  Score: Raw -1995383.562909 + Penalty 3199.800693 = -1992183.762217
  nChanged 38
		SP:Iteration 48Q (35345.220000 sec): 3 clusters
  Score: Raw -1995399.316778 + Penalty 3199.800693 = -1992199.516086
  nChanged 37
		SP:Iteration 49Q (35345.470000 sec): 3 clusters
  Score: Raw -1995414.499554 + Penalty 3199.800693 = -1992214.698862
  nChanged 28
		SP:Iteration 50Q (35345.670000 sec): 3 clusters
  Score: Raw -1995423.617184 + Penalty 3199.800693 = -1992223.816492
  nChanged 24
		SP:Iteration 51Q (35345.900000 sec): 3 clusters
  Score: Raw -1995433.743313 + Penalty 3199.800693 = -1992233.942620
  nChanged 26
		SP:Iteration 52Q (35346.100000 sec): 3 clusters
  Score: Raw -1995443.533370 + Penalty 3199.800693 = -1992243.732677
  nChanged 26
		SP:Iteration 53Q (35346.400000 sec): 3 clusters
  Score: Raw -1995450.570486 + Penalty 3199.800693 = -1992250.769794
  nChanged 13
		SP:Iteration 54Q (35346.710000 sec): 3 clusters
  Score: Raw -1995455.172666 + Penalty 3199.800693 = -1992255.371973
  nChanged 19
		SP:Iteration 55Q (35347.010000 sec): 3 clusters
  Score: Raw -1995460.640900 + Penalty 3199.800693 = -1992260.840207
  nChanged 12
		SP:Iteration 56Q (35347.220000 sec): 3 clusters
  Score: Raw -1995464.604141 + Penalty 3199.800693 = -1992264.803449
  nChanged 7
		SP:Iteration 57Q (35347.460000 sec): 3 clusters
  Score: Raw -1995466.628138 + Penalty 3199.800693 = -1992266.827445
  nChanged 9
		SP:Iteration 58Q (35347.660000 sec): 3 clusters
  Score: Raw -1995469.234880 + Penalty 3199.800693 = -1992269.434187
  nChanged 11
		SP:Iteration 59Q (35347.960000 sec): 3 clusters
  Score: Raw -1995472.188556 + Penalty 3199.800693 = -1992272.387864
  nChanged 7
		SP:Iteration 60F (35348.250000 sec): 3 clusters
  Score: Raw -1995474.373571 + Penalty 3199.800693 = -1992274.572879
  nChanged 9
		SP:Iteration 61Q (35348.480000 sec): 3 clusters
  Score: Raw -1995477.326012 + Penalty 3199.800693 = -1992277.525320
  nChanged 11
		SP:Iteration 62Q (35348.750000 sec): 3 clusters
  Score: Raw -1995482.363362 + Penalty 3199.800693 = -1992282.562670
  nChanged 13
		SP:Iteration 63Q (35349.020000 sec): 3 clusters
  Score: Raw -1995487.436547 + Penalty 3199.800693 = -1992287.635854
  nChanged 9
		SP:Iteration 64Q (35349.300000 sec): 3 clusters
  Score: Raw -1995491.486613 + Penalty 3199.800693 = -1992291.685921
  nChanged 10
		SP:Iteration 65Q (35349.600000 sec): 3 clusters
  Score: Raw -1995494.144642 + Penalty 3199.800693 = -1992294.343949
  nChanged 7
		SP:Iteration 66Q (35349.850000 sec): 3 clusters
  Score: Raw -1995495.973508 + Penalty 3199.800693 = -1992296.172816
  nChanged 6
		SP:Iteration 67Q (35350.100000 sec): 3 clusters
  Score: Raw -1995498.073360 + Penalty 3199.800693 = -1992298.272667
  nChanged 8
		SP:Iteration 68Q (35350.380000 sec): 3 clusters
  Score: Raw -1995501.389555 + Penalty 3199.800693 = -1992301.588862
  nChanged 10
		SP:Iteration 69Q (35350.610000 sec): 3 clusters
  Score: Raw -1995504.721675 + Penalty 3199.800693 = -1992304.920983
  nChanged 5
		SP:Iteration 70Q (35350.890000 sec): 3 clusters
  Score: Raw -1995506.434914 + Penalty 3199.800693 = -1992306.634221
  nChanged 5
		SP:Iteration 71Q (35351.130000 sec): 3 clusters
  Score: Raw -1995509.060281 + Penalty 3199.800693 = -1992309.259588
  nChanged 4
		SP:Iteration 72Q (35351.400000 sec): 3 clusters
  Score: Raw -1995510.138963 + Penalty 3199.800693 = -1992310.338271
  nChanged 2
		SP:Iteration 73Q (35351.650000 sec): 3 clusters
  Score: Raw -1995510.714718 + Penalty 3199.800693 = -1992310.914026
  nChanged 2
		SP:Iteration 74Q (35351.910000 sec): 3 clusters
  Score: Raw -1995511.110569 + Penalty 3199.800693 = -1992311.309876
  nChanged 0
		SP:Iteration 75F (35352.200000 sec): 3 clusters
  Score: Raw -1995511.110569 + Penalty 3199.800693 = -1992311.309876
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35352.430000 sec): 2 clusters
  Score: Raw -4076584.739153 + Penalty 1727.829657 = -4074856.909496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35352.800000 sec): 3 clusters
  Score: Raw -4050413.051149 + Penalty 3455.659315 = -4046957.391834
  nChanged 19384
		SP:Iteration 1F (35353.130000 sec): 3 clusters
  Score: Raw -4061757.602558 + Penalty 3455.659315 = -4058301.943243
  nChanged 2207
		SP:Iteration 2F (35353.460000 sec): 3 clusters
  Score: Raw -4062684.514775 + Penalty 3455.659315 = -4059228.855460
  nChanged 2353
		SP:Iteration 3F (35353.830000 sec): 3 clusters
  Score: Raw -4063862.300938 + Penalty 3455.659315 = -4060406.641623
  nChanged 2508
		SP:Iteration 4F (35354.200000 sec): 3 clusters
  Score: Raw -4065304.051684 + Penalty 3455.659315 = -4061848.392369
  nChanged 2651
		SP:Iteration 5F (35354.570000 sec): 3 clusters
  Score: Raw -4067017.290285 + Penalty 3455.659315 = -4063561.630970
  nChanged 2577
		SP:Iteration 6F (35354.890000 sec): 3 clusters
  Score: Raw -4068634.443574 + Penalty 3455.659315 = -4065178.784259
  nChanged 2311
		SP:Iteration 7F (35355.250000 sec): 3 clusters
  Score: Raw -4069993.020925 + Penalty 3455.659315 = -4066537.361610
  nChanged 2046
		SP:Iteration 8Q (35355.640000 sec): 3 clusters
  Score: Raw -4071146.865488 + Penalty 3455.659315 = -4067691.206173
  nChanged 1749
		SP:Iteration 9Q (35356.020000 sec): 3 clusters
  Score: Raw -4072060.991999 + Penalty 3455.659315 = -4068605.332684
  nChanged 1428
		SP:Iteration 10Q (35356.380000 sec): 3 clusters
  Score: Raw -4072697.212097 + Penalty 3455.659315 = -4069241.552782
  nChanged 1081
		SP:Iteration 11Q (35356.820000 sec): 3 clusters
  Score: Raw -4073109.249948 + Penalty 3455.659315 = -4069653.590633
  nChanged 825
		SP:Iteration 12Q (35357.180000 sec): 3 clusters
  Score: Raw -4073367.903427 + Penalty 3455.659315 = -4069912.244112
  nChanged 608
		SP:Iteration 13Q (35357.550000 sec): 3 clusters
  Score: Raw -4073546.353494 + Penalty 3455.659315 = -4070090.694179
  nChanged 490
		SP:Iteration 14Q (35357.940000 sec): 3 clusters
  Score: Raw -4073691.394575 + Penalty 3455.659315 = -4070235.735260
  nChanged 453
		SP:Iteration 15Q (35358.300000 sec): 3 clusters
  Score: Raw -4073825.159275 + Penalty 3455.659315 = -4070369.499961
  nChanged 402
		SP:Iteration 16Q (35358.720000 sec): 3 clusters
  Score: Raw -4073953.044172 + Penalty 3455.659315 = -4070497.384857
  nChanged 423
		SP:Iteration 17Q (35359.140000 sec): 3 clusters
  Score: Raw -4074085.781518 + Penalty 3455.659315 = -4070630.122203
  nChanged 420
		SP:Iteration 18Q (35359.550000 sec): 3 clusters
  Score: Raw -4074218.604357 + Penalty 3455.659315 = -4070762.945042
  nChanged 427
		SP:Iteration 19Q (35359.920000 sec): 3 clusters
  Score: Raw -4074348.504086 + Penalty 3455.659315 = -4070892.844771
  nChanged 422
		SP:Iteration 20F (35360.360000 sec): 3 clusters
  Score: Raw -4074466.216383 + Penalty 3455.659315 = -4071010.557068
  nChanged 372
		SP:Iteration 21Q (35360.800000 sec): 3 clusters
  Score: Raw -4074566.202261 + Penalty 3455.659315 = -4071110.542946
  nChanged 383
		SP:Iteration 22Q (35361.170000 sec): 3 clusters
  Score: Raw -4074668.302383 + Penalty 3455.659315 = -4071212.643069
  nChanged 379
		SP:Iteration 23Q (35361.510000 sec): 3 clusters
  Score: Raw -4074763.648486 + Penalty 3455.659315 = -4071307.989171
  nChanged 356
		SP:Iteration 24Q (35361.920000 sec): 3 clusters
  Score: Raw -4074843.219497 + Penalty 3455.659315 = -4071387.560182
  nChanged 321
		SP:Iteration 25Q (35362.330000 sec): 3 clusters
  Score: Raw -4074909.215698 + Penalty 3455.659315 = -4071453.556383
  nChanged 325
		SP:Iteration 26Q (35362.670000 sec): 3 clusters
  Score: Raw -4074972.957699 + Penalty 3455.659315 = -4071517.298384
  nChanged 286
		SP:Iteration 27Q (35363.070000 sec): 3 clusters
  Score: Raw -4075024.497778 + Penalty 3455.659315 = -4071568.838463
  nChanged 269
		SP:Iteration 28Q (35363.430000 sec): 3 clusters
  Score: Raw -4075067.502094 + Penalty 3455.659315 = -4071611.842780
  nChanged 250
		SP:Iteration 29Q (35363.800000 sec): 3 clusters
  Score: Raw -4075106.098514 + Penalty 3455.659315 = -4071650.439199
  nChanged 238
		SP:Iteration 30Q (35364.130000 sec): 3 clusters
  Score: Raw -4075144.356403 + Penalty 3455.659315 = -4071688.697088
  nChanged 250
		SP:Iteration 31Q (35364.430000 sec): 3 clusters
  Score: Raw -4075184.163507 + Penalty 3455.659315 = -4071728.504192
  nChanged 257
		SP:Iteration 32Q (35364.770000 sec): 3 clusters
  Score: Raw -4075224.549602 + Penalty 3455.659315 = -4071768.890287
  nChanged 236
		SP:Iteration 33Q (35365.130000 sec): 3 clusters
  Score: Raw -4075259.214002 + Penalty 3455.659315 = -4071803.554688
  nChanged 215
		SP:Iteration 34Q (35365.470000 sec): 3 clusters
  Score: Raw -4075289.296527 + Penalty 3455.659315 = -4071833.637212
  nChanged 205
		SP:Iteration 35Q (35365.800000 sec): 3 clusters
  Score: Raw -4075315.863896 + Penalty 3455.659315 = -4071860.204581
  nChanged 201
		SP:Iteration 36Q (35366.150000 sec): 3 clusters
  Score: Raw -4075341.219712 + Penalty 3455.659315 = -4071885.560397
  nChanged 193
		SP:Iteration 37Q (35366.460000 sec): 3 clusters
  Score: Raw -4075365.649333 + Penalty 3455.659315 = -4071909.990018
  nChanged 199
		SP:Iteration 38Q (35366.830000 sec): 3 clusters
  Score: Raw -4075391.919684 + Penalty 3455.659315 = -4071936.260369
  nChanged 197
		SP:Iteration 39Q (35367.160000 sec): 3 clusters
  Score: Raw -4075419.951793 + Penalty 3455.659315 = -4071964.292478
  nChanged 200
		SP:Iteration 40F (35367.510000 sec): 3 clusters
  Score: Raw -4075447.749907 + Penalty 3455.659315 = -4071992.090592
  nChanged 200
		SP:Iteration 41Q (35367.920000 sec): 3 clusters
  Score: Raw -4075476.682542 + Penalty 3455.659315 = -4072021.023227
  nChanged 183
		SP:Iteration 42Q (35368.340000 sec): 3 clusters
  Score: Raw -4075501.403760 + Penalty 3455.659315 = -4072045.744445
  nChanged 165
		SP:Iteration 43Q (35368.690000 sec): 3 clusters
  Score: Raw -4075523.137990 + Penalty 3455.659315 = -4072067.478675
  nChanged 167
		SP:Iteration 44Q (35369.050000 sec): 3 clusters
  Score: Raw -4075543.508063 + Penalty 3455.659315 = -4072087.848748
  nChanged 139
		SP:Iteration 45Q (35369.440000 sec): 3 clusters
  Score: Raw -4075558.182933 + Penalty 3455.659315 = -4072102.523618
  nChanged 124
		SP:Iteration 46Q (35369.830000 sec): 3 clusters
  Score: Raw -4075571.040486 + Penalty 3455.659315 = -4072115.381171
  nChanged 124
		SP:Iteration 47Q (35370.140000 sec): 3 clusters
  Score: Raw -4075584.033772 + Penalty 3455.659315 = -4072128.374457
  nChanged 99
		SP:Iteration 48Q (35370.530000 sec): 3 clusters
  Score: Raw -4075594.554819 + Penalty 3455.659315 = -4072138.895504
  nChanged 107
		SP:Iteration 49Q (35370.870000 sec): 3 clusters
  Score: Raw -4075606.814120 + Penalty 3455.659315 = -4072151.154805
  nChanged 117
		SP:Iteration 50Q (35371.210000 sec): 3 clusters
  Score: Raw -4075622.448683 + Penalty 3455.659315 = -4072166.789368
  nChanged 148
		SP:Iteration 51Q (35371.530000 sec): 3 clusters
  Score: Raw -4075639.962331 + Penalty 3455.659315 = -4072184.303016
  nChanged 154
		SP:Iteration 52Q (35371.920000 sec): 3 clusters
  Score: Raw -4075658.954289 + Penalty 3455.659315 = -4072203.294974
  nChanged 126
		SP:Iteration 53Q (35372.270000 sec): 3 clusters
  Score: Raw -4075674.304160 + Penalty 3455.659315 = -4072218.644845
  nChanged 138
		SP:Iteration 54Q (35372.630000 sec): 3 clusters
  Score: Raw -4075692.824872 + Penalty 3455.659315 = -4072237.165557
  nChanged 165
		SP:Iteration 55Q (35373.030000 sec): 3 clusters
  Score: Raw -4075714.697127 + Penalty 3455.659315 = -4072259.037812
  nChanged 149
		SP:Iteration 56Q (35373.360000 sec): 3 clusters
  Score: Raw -4075732.691525 + Penalty 3455.659315 = -4072277.032210
  nChanged 130
		SP:Iteration 57Q (35373.770000 sec): 3 clusters
  Score: Raw -4075748.330732 + Penalty 3455.659315 = -4072292.671417
  nChanged 127
		SP:Iteration 58Q (35374.150000 sec): 3 clusters
  Score: Raw -4075763.560882 + Penalty 3455.659315 = -4072307.901567
  nChanged 125
		SP:Iteration 59Q (35374.530000 sec): 3 clusters
  Score: Raw -4075778.562259 + Penalty 3455.659315 = -4072322.902944
  nChanged 135
		SP:Iteration 60F (35374.870000 sec): 3 clusters
  Score: Raw -4075797.700797 + Penalty 3455.659315 = -4072342.041482
  nChanged 142
		SP:Iteration 61Q (35375.220000 sec): 3 clusters
  Score: Raw -4075822.161541 + Penalty 3455.659315 = -4072366.502226
  nChanged 166
		SP:Iteration 62Q (35375.640000 sec): 3 clusters
  Score: Raw -4075852.872236 + Penalty 3455.659315 = -4072397.212922
  nChanged 170
		SP:Iteration 63Q (35376.030000 sec): 3 clusters
  Score: Raw -4075879.083464 + Penalty 3455.659315 = -4072423.424149
  nChanged 162
		SP:Iteration 64Q (35376.450000 sec): 3 clusters
  Score: Raw -4075902.797711 + Penalty 3455.659315 = -4072447.138396
  nChanged 172
		SP:Iteration 65Q (35376.900000 sec): 3 clusters
  Score: Raw -4075931.254943 + Penalty 3455.659315 = -4072475.595628
  nChanged 179
		SP:Iteration 66Q (35377.250000 sec): 3 clusters
  Score: Raw -4075960.466110 + Penalty 3455.659315 = -4072504.806795
  nChanged 159
		SP:Iteration 67Q (35377.640000 sec): 3 clusters
  Score: Raw -4075988.787602 + Penalty 3455.659315 = -4072533.128287
  nChanged 165
		SP:Iteration 68Q (35377.960000 sec): 3 clusters
  Score: Raw -4076020.600887 + Penalty 3455.659315 = -4072564.941572
  nChanged 171
		SP:Iteration 69Q (35378.330000 sec): 3 clusters
  Score: Raw -4076053.361324 + Penalty 3455.659315 = -4072597.702009
  nChanged 206
		SP:Iteration 70Q (35378.680000 sec): 3 clusters
  Score: Raw -4076096.900956 + Penalty 3455.659315 = -4072641.241641
  nChanged 208
		SP:Iteration 71Q (35379.080000 sec): 3 clusters
  Score: Raw -4076137.244742 + Penalty 3455.659315 = -4072681.585427
  nChanged 186
		SP:Iteration 72Q (35379.430000 sec): 3 clusters
  Score: Raw -4076174.328049 + Penalty 3455.659315 = -4072718.668734
  nChanged 195
		SP:Iteration 73Q (35379.800000 sec): 3 clusters
  Score: Raw -4076212.246895 + Penalty 3455.659315 = -4072756.587580
  nChanged 187
		SP:Iteration 74Q (35380.220000 sec): 3 clusters
  Score: Raw -4076252.226368 + Penalty 3455.659315 = -4072796.567053
  nChanged 201
		SP:Iteration 75Q (35380.560000 sec): 3 clusters
  Score: Raw -4076301.213095 + Penalty 3455.659315 = -4072845.553780
  nChanged 240
		SP:Iteration 76Q (35380.880000 sec): 3 clusters
  Score: Raw -4076363.367349 + Penalty 3455.659315 = -4072907.708034
  nChanged 231
		SP:Iteration 77Q (35381.230000 sec): 3 clusters
  Score: Raw -4076425.100502 + Penalty 3455.659315 = -4072969.441187
  nChanged 235
		SP:Iteration 78Q (35381.580000 sec): 3 clusters
  Score: Raw -4076485.676243 + Penalty 3455.659315 = -4073030.016928
  nChanged 232
		SP:Iteration 79Q (35381.890000 sec): 3 clusters
  Score: Raw -4076547.256198 + Penalty 3455.659315 = -4073091.596883
  nChanged 182
		SP:Iteration 80F (35382.250000 sec): 3 clusters
  Score: Raw -4076596.220066 + Penalty 3455.659315 = -4073140.560751
  nChanged 186
		SP:Iteration 81Q (35382.580000 sec): 3 clusters
  Score: Raw -4076649.863079 + Penalty 3455.659315 = -4073194.203764
  nChanged 190
		SP:Iteration 82Q (35382.990000 sec): 3 clusters
  Score: Raw -4076705.449974 + Penalty 3455.659315 = -4073249.790659
  nChanged 186
		SP:Iteration 83Q (35383.360000 sec): 3 clusters
  Score: Raw -4076757.498806 + Penalty 3455.659315 = -4073301.839491
  nChanged 178
		SP:Iteration 84Q (35383.690000 sec): 3 clusters
  Score: Raw -4076808.103646 + Penalty 3455.659315 = -4073352.444331
  nChanged 157
		SP:Iteration 85Q (35384.000000 sec): 3 clusters
  Score: Raw -4076852.372518 + Penalty 3455.659315 = -4073396.713203
  nChanged 150
		SP:Iteration 86Q (35384.330000 sec): 3 clusters
  Score: Raw -4076896.927230 + Penalty 3455.659315 = -4073441.267915
  nChanged 147
		SP:Iteration 87Q (35384.690000 sec): 3 clusters
  Score: Raw -4076942.596657 + Penalty 3455.659315 = -4073486.937342
  nChanged 146
		SP:Iteration 88Q (35385.040000 sec): 3 clusters
  Score: Raw -4076989.702484 + Penalty 3455.659315 = -4073534.043169
  nChanged 125
		SP:Iteration 89Q (35385.350000 sec): 3 clusters
  Score: Raw -4077027.507694 + Penalty 3455.659315 = -4073571.848379
  nChanged 121
		SP:Iteration 90Q (35385.670000 sec): 3 clusters
  Score: Raw -4077067.289991 + Penalty 3455.659315 = -4073611.630676
  nChanged 118
		SP:Iteration 91Q (35386.020000 sec): 3 clusters
  Score: Raw -4077105.796464 + Penalty 3455.659315 = -4073650.137149
  nChanged 93
		SP:Iteration 92Q (35386.350000 sec): 3 clusters
  Score: Raw -4077137.469962 + Penalty 3455.659315 = -4073681.810648
  nChanged 93
		SP:Iteration 93Q (35386.650000 sec): 3 clusters
  Score: Raw -4077168.240691 + Penalty 3455.659315 = -4073712.581376
  nChanged 78
		SP:Iteration 94Q (35386.940000 sec): 3 clusters
  Score: Raw -4077193.122483 + Penalty 3455.659315 = -4073737.463168
  nChanged 66
		SP:Iteration 95Q (35387.220000 sec): 3 clusters
  Score: Raw -4077212.877909 + Penalty 3455.659315 = -4073757.218594
  nChanged 54
		SP:Iteration 96Q (35387.550000 sec): 3 clusters
  Score: Raw -4077226.628569 + Penalty 3455.659315 = -4073770.969254
  nChanged 42
		SP:Iteration 97Q (35387.950000 sec): 3 clusters
  Score: Raw -4077240.010853 + Penalty 3455.659315 = -4073784.351538
  nChanged 32
		SP:Iteration 98Q (35388.270000 sec): 3 clusters
  Score: Raw -4077250.157182 + Penalty 3455.659315 = -4073794.497867
  nChanged 40
		SP:Iteration 99Q (35388.590000 sec): 3 clusters
  Score: Raw -4077262.862867 + Penalty 3455.659315 = -4073807.203552
  nChanged 40
		SP:Iteration 100F (35388.990000 sec): 3 clusters
  Score: Raw -4077274.624965 + Penalty 3455.659315 = -4073818.965651
  nChanged 36
		SP:Iteration 101Q (35389.370000 sec): 3 clusters
  Score: Raw -4077283.546677 + Penalty 3455.659315 = -4073827.887362
  nChanged 29
		SP:Iteration 102Q (35389.740000 sec): 3 clusters
  Score: Raw -4077290.487538 + Penalty 3455.659315 = -4073834.828223
  nChanged 20
		SP:Iteration 103Q (35390.110000 sec): 3 clusters
  Score: Raw -4077295.319689 + Penalty 3455.659315 = -4073839.660374
  nChanged 18
		SP:Iteration 104Q (35390.490000 sec): 3 clusters
  Score: Raw -4077298.947085 + Penalty 3455.659315 = -4073843.287771
  nChanged 18
		SP:Iteration 105Q (35390.830000 sec): 3 clusters
  Score: Raw -4077303.435363 + Penalty 3455.659315 = -4073847.776048
  nChanged 22
		SP:Iteration 106Q (35391.190000 sec): 3 clusters
  Score: Raw -4077307.565398 + Penalty 3455.659315 = -4073851.906083
  nChanged 13
		SP:Iteration 107Q (35391.500000 sec): 3 clusters
  Score: Raw -4077310.985698 + Penalty 3455.659315 = -4073855.326383
  nChanged 11
		SP:Iteration 108Q (35391.790000 sec): 3 clusters
  Score: Raw -4077313.173737 + Penalty 3455.659315 = -4073857.514422
  nChanged 5
		SP:Iteration 109Q (35392.180000 sec): 3 clusters
  Score: Raw -4077313.889871 + Penalty 3455.659315 = -4073858.230556
  nChanged 2
		SP:Iteration 110Q (35392.510000 sec): 3 clusters
  Score: Raw -4077314.254147 + Penalty 3455.659315 = -4073858.594832
  nChanged 1
		SP:Iteration 111Q (35392.850000 sec): 3 clusters
  Score: Raw -4077314.586147 + Penalty 3455.659315 = -4073858.926833
  nChanged 1
		SP:Iteration 112Q (35393.210000 sec): 3 clusters
  Score: Raw -4077314.814151 + Penalty 3455.659315 = -4073859.154836
  nChanged 0
		SP:Iteration 113F (35393.570000 sec): 3 clusters
  Score: Raw -4077314.814151 + Penalty 3455.659315 = -4073859.154836
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35393.730000 sec): 2 clusters
  Score: Raw -1592318.545905 + Penalty 1566.454061 = -1590752.091843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35394.030000 sec): 3 clusters
  Score: Raw -1583269.936477 + Penalty 3132.908123 = -1580137.028354
  nChanged 6769
		SP:Iteration 1F (35394.280000 sec): 3 clusters
  Score: Raw -1586936.614643 + Penalty 3132.908123 = -1583803.706521
  nChanged 897
		SP:Iteration 2F (35394.520000 sec): 3 clusters
  Score: Raw -1587354.991089 + Penalty 3132.908123 = -1584222.082966
  nChanged 922
		SP:Iteration 3F (35394.790000 sec): 3 clusters
  Score: Raw -1587863.210285 + Penalty 3132.908123 = -1584730.302162
  nChanged 961
		SP:Iteration 4F (35395.030000 sec): 3 clusters
  Score: Raw -1588447.291475 + Penalty 3132.908123 = -1585314.383352
  nChanged 1016
		SP:Iteration 5F (35395.230000 sec): 3 clusters
  Score: Raw -1589113.552374 + Penalty 3132.908123 = -1585980.644251
  nChanged 1025
		SP:Iteration 6F (35395.510000 sec): 3 clusters
  Score: Raw -1589867.311869 + Penalty 3132.908123 = -1586734.403746
  nChanged 948
		SP:Iteration 7F (35395.730000 sec): 3 clusters
  Score: Raw -1590576.023349 + Penalty 3132.908123 = -1587443.115226
  nChanged 762
		SP:Iteration 8Q (35395.950000 sec): 3 clusters
  Score: Raw -1591124.467097 + Penalty 3132.908123 = -1587991.558975
  nChanged 577
		SP:Iteration 9Q (35396.190000 sec): 3 clusters
  Score: Raw -1591538.381707 + Penalty 3132.908123 = -1588405.473584
  nChanged 423
		SP:Iteration 10Q (35396.490000 sec): 3 clusters
  Score: Raw -1591815.571711 + Penalty 3132.908123 = -1588682.663588
  nChanged 350
		SP:Iteration 11Q (35396.730000 sec): 3 clusters
  Score: Raw -1592047.736672 + Penalty 3132.908123 = -1588914.828549
  nChanged 269
		SP:Iteration 12Q (35397.000000 sec): 3 clusters
  Score: Raw -1592218.740928 + Penalty 3132.908123 = -1589085.832805
  nChanged 206
		SP:Iteration 13Q (35397.240000 sec): 3 clusters
  Score: Raw -1592335.522604 + Penalty 3132.908123 = -1589202.614482
  nChanged 157
		SP:Iteration 14Q (35397.520000 sec): 3 clusters
  Score: Raw -1592419.967626 + Penalty 3132.908123 = -1589287.059503
  nChanged 131
		SP:Iteration 15Q (35397.800000 sec): 3 clusters
  Score: Raw -1592485.898597 + Penalty 3132.908123 = -1589352.990474
  nChanged 105
		SP:Iteration 16Q (35398.030000 sec): 3 clusters
  Score: Raw -1592529.821618 + Penalty 3132.908123 = -1589396.913496
  nChanged 89
		SP:Iteration 17Q (35398.210000 sec): 3 clusters
  Score: Raw -1592567.257029 + Penalty 3132.908123 = -1589434.348907
  nChanged 78
		SP:Iteration 18Q (35398.480000 sec): 3 clusters
  Score: Raw -1592596.374352 + Penalty 3132.908123 = -1589463.466230
  nChanged 73
		SP:Iteration 19Q (35398.690000 sec): 3 clusters
  Score: Raw -1592622.829635 + Penalty 3132.908123 = -1589489.921512
  nChanged 68
		SP:Iteration 20F (35398.930000 sec): 3 clusters
  Score: Raw -1592644.233241 + Penalty 3132.908123 = -1589511.325118
  nChanged 54
		SP:Iteration 21Q (35399.140000 sec): 3 clusters
  Score: Raw -1592661.968860 + Penalty 3132.908123 = -1589529.060738
  nChanged 56
		SP:Iteration 22Q (35399.380000 sec): 3 clusters
  Score: Raw -1592678.577788 + Penalty 3132.908123 = -1589545.669666
  nChanged 47
		SP:Iteration 23Q (35399.630000 sec): 3 clusters
  Score: Raw -1592695.438626 + Penalty 3132.908123 = -1589562.530503
  nChanged 45
		SP:Iteration 24Q (35399.860000 sec): 3 clusters
  Score: Raw -1592707.081476 + Penalty 3132.908123 = -1589574.173353
  nChanged 28
		SP:Iteration 25Q (35400.110000 sec): 3 clusters
  Score: Raw -1592715.629066 + Penalty 3132.908123 = -1589582.720944
  nChanged 33
		SP:Iteration 26Q (35400.330000 sec): 3 clusters
  Score: Raw -1592726.507398 + Penalty 3132.908123 = -1589593.599276
  nChanged 34
		SP:Iteration 27Q (35400.600000 sec): 3 clusters
  Score: Raw -1592738.876807 + Penalty 3132.908123 = -1589605.968684
  nChanged 40
		SP:Iteration 28Q (35400.820000 sec): 3 clusters
  Score: Raw -1592753.888681 + Penalty 3132.908123 = -1589620.980558
  nChanged 39
		SP:Iteration 29Q (35401.060000 sec): 3 clusters
  Score: Raw -1592772.560347 + Penalty 3132.908123 = -1589639.652225
  nChanged 47
		SP:Iteration 30Q (35401.280000 sec): 3 clusters
  Score: Raw -1592800.122703 + Penalty 3132.908123 = -1589667.214580
  nChanged 46
		SP:Iteration 31Q (35401.530000 sec): 3 clusters
  Score: Raw -1592835.963670 + Penalty 3132.908123 = -1589703.055548
  nChanged 52
		SP:Iteration 32Q (35401.820000 sec): 3 clusters
  Score: Raw -1592871.174941 + Penalty 3132.908123 = -1589738.266819
  nChanged 54
		SP:Iteration 33Q (35402.090000 sec): 3 clusters
  Score: Raw -1592900.069607 + Penalty 3132.908123 = -1589767.161485
  nChanged 39
		SP:Iteration 34Q (35402.330000 sec): 3 clusters
  Score: Raw -1592918.286315 + Penalty 3132.908123 = -1589785.378192
  nChanged 34
		SP:Iteration 35Q (35402.530000 sec): 3 clusters
  Score: Raw -1592933.618563 + Penalty 3132.908123 = -1589800.710441
  nChanged 29
		SP:Iteration 36Q (35402.790000 sec): 3 clusters
  Score: Raw -1592946.717671 + Penalty 3132.908123 = -1589813.809548
  nChanged 28
		SP:Iteration 37Q (35403.050000 sec): 3 clusters
  Score: Raw -1592955.039550 + Penalty 3132.908123 = -1589822.131428
  nChanged 16
		SP:Iteration 38Q (35403.270000 sec): 3 clusters
  Score: Raw -1592960.221807 + Penalty 3132.908123 = -1589827.313684
  nChanged 13
		SP:Iteration 39Q (35403.560000 sec): 3 clusters
  Score: Raw -1592963.585011 + Penalty 3132.908123 = -1589830.676888
  nChanged 11
		SP:Iteration 40F (35403.780000 sec): 3 clusters
  Score: Raw -1592967.618729 + Penalty 3132.908123 = -1589834.710606
  nChanged 13
		SP:Iteration 41Q (35404.050000 sec): 3 clusters
  Score: Raw -1592972.426878 + Penalty 3132.908123 = -1589839.518755
  nChanged 11
		SP:Iteration 42Q (35404.260000 sec): 3 clusters
  Score: Raw -1592976.024461 + Penalty 3132.908123 = -1589843.116338
  nChanged 13
		SP:Iteration 43Q (35404.530000 sec): 3 clusters
  Score: Raw -1592979.784988 + Penalty 3132.908123 = -1589846.876865
  nChanged 8
		SP:Iteration 44Q (35404.760000 sec): 3 clusters
  Score: Raw -1592982.539796 + Penalty 3132.908123 = -1589849.631674
  nChanged 16
		SP:Iteration 45Q (35405.020000 sec): 3 clusters
  Score: Raw -1592987.074100 + Penalty 3132.908123 = -1589854.165977
  nChanged 15
		SP:Iteration 46Q (35405.270000 sec): 3 clusters
  Score: Raw -1592989.748712 + Penalty 3132.908123 = -1589856.840589
  nChanged 9
		SP:Iteration 47Q (35405.540000 sec): 3 clusters
  Score: Raw -1592991.177469 + Penalty 3132.908123 = -1589858.269346
  nChanged 4
		SP:Iteration 48Q (35405.750000 sec): 3 clusters
  Score: Raw -1592992.017587 + Penalty 3132.908123 = -1589859.109465
  nChanged 1
		SP:Iteration 49Q (35406.000000 sec): 3 clusters
  Score: Raw -1592992.273493 + Penalty 3132.908123 = -1589859.365371
  nChanged 0
		SP:Iteration 50F (35406.260000 sec): 3 clusters
  Score: Raw -1592992.273493 + Penalty 3132.908123 = -1589859.365371
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35406.570000 sec): 2 clusters
  Score: Raw -5330176.525448 + Penalty 1756.987353 = -5328419.538095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35407.010000 sec): 3 clusters
  Score: Raw -5298814.575172 + Penalty 3513.974707 = -5295300.600466
  nChanged 23427
		SP:Iteration 1F (35407.370000 sec): 3 clusters
  Score: Raw -5311962.048426 + Penalty 3513.974707 = -5308448.073720
  nChanged 1815
		SP:Iteration 2Q (35407.770000 sec): 3 clusters
  Score: Raw -5312377.368032 + Penalty 3513.974707 = -5308863.393325
  nChanged 1636
		SP:Iteration 3Q (35408.210000 sec): 3 clusters
  Score: Raw -5312731.151446 + Penalty 3513.974707 = -5309217.176740
  nChanged 1526
		SP:Iteration 4Q (35408.620000 sec): 3 clusters
  Score: Raw -5313075.649557 + Penalty 3513.974707 = -5309561.674850
  nChanged 1437
		SP:Iteration 5Q (35409.060000 sec): 3 clusters
  Score: Raw -5313433.470102 + Penalty 3513.974707 = -5309919.495396
  nChanged 1555
		SP:Iteration 6Q (35409.490000 sec): 3 clusters
  Score: Raw -5313864.033766 + Penalty 3513.974707 = -5310350.059059
  nChanged 1633
		SP:Iteration 7Q (35409.880000 sec): 3 clusters
  Score: Raw -5314406.432223 + Penalty 3513.974707 = -5310892.457517
  nChanged 1879
		SP:Iteration 8Q (35410.260000 sec): 3 clusters
  Score: Raw -5315182.673918 + Penalty 3513.974707 = -5311668.699211
  nChanged 2313
		SP:Iteration 9Q (35410.790000 sec): 3 clusters
  Score: Raw -5316407.921660 + Penalty 3513.974707 = -5312893.946953
  nChanged 2658
		SP:Iteration 10F (35411.190000 sec): 3 clusters
  Score: Raw -5318136.270189 + Penalty 3513.974707 = -5314622.295482
  nChanged 2844
		SP:Iteration 11F (35411.580000 sec): 3 clusters
  Score: Raw -5320268.936250 + Penalty 3513.974707 = -5316754.961544
  nChanged 2778
		SP:Iteration 12F (35411.980000 sec): 3 clusters
  Score: Raw -5322391.736531 + Penalty 3513.974707 = -5318877.761824
  nChanged 2279
		SP:Iteration 13Q (35412.440000 sec): 3 clusters
  Score: Raw -5323920.645299 + Penalty 3513.974707 = -5320406.670592
  nChanged 1691
		SP:Iteration 14Q (35412.850000 sec): 3 clusters
  Score: Raw -5324908.698556 + Penalty 3513.974707 = -5321394.723850
  nChanged 1322
		SP:Iteration 15Q (35413.270000 sec): 3 clusters
  Score: Raw -5325598.658659 + Penalty 3513.974707 = -5322084.683952
  nChanged 1078
		SP:Iteration 16Q (35413.640000 sec): 3 clusters
  Score: Raw -5326164.034139 + Penalty 3513.974707 = -5322650.059432
  nChanged 996
		SP:Iteration 17Q (35414.010000 sec): 3 clusters
  Score: Raw -5326701.383409 + Penalty 3513.974707 = -5323187.408703
  nChanged 918
		SP:Iteration 18Q (35414.440000 sec): 3 clusters
  Score: Raw -5327221.608679 + Penalty 3513.974707 = -5323707.633972
  nChanged 844
		SP:Iteration 19Q (35414.790000 sec): 3 clusters
  Score: Raw -5327721.453884 + Penalty 3513.974707 = -5324207.479177
  nChanged 757
		SP:Iteration 20F (35415.230000 sec): 3 clusters
  Score: Raw -5328205.196597 + Penalty 3513.974707 = -5324691.221891
  nChanged 684
		SP:Iteration 21Q (35415.620000 sec): 3 clusters
  Score: Raw -5328637.956847 + Penalty 3513.974707 = -5325123.982140
  nChanged 558
		SP:Iteration 22Q (35416.040000 sec): 3 clusters
  Score: Raw -5329005.710989 + Penalty 3513.974707 = -5325491.736282
  nChanged 476
		SP:Iteration 23Q (35416.430000 sec): 3 clusters
  Score: Raw -5329305.384924 + Penalty 3513.974707 = -5325791.410217
  nChanged 379
		SP:Iteration 24Q (35416.780000 sec): 3 clusters
  Score: Raw -5329534.815965 + Penalty 3513.974707 = -5326020.841259
  nChanged 292
		SP:Iteration 25Q (35417.110000 sec): 3 clusters
  Score: Raw -5329714.997495 + Penalty 3513.974707 = -5326201.022789
  nChanged 248
		SP:Iteration 26Q (35417.450000 sec): 3 clusters
  Score: Raw -5329856.097915 + Penalty 3513.974707 = -5326342.123208
  nChanged 186
		SP:Iteration 27Q (35417.760000 sec): 3 clusters
  Score: Raw -5329962.346981 + Penalty 3513.974707 = -5326448.372274
  nChanged 130
		SP:Iteration 28Q (35418.170000 sec): 3 clusters
  Score: Raw -5330038.705503 + Penalty 3513.974707 = -5326524.730796
  nChanged 97
		SP:Iteration 29Q (35418.500000 sec): 3 clusters
  Score: Raw -5330096.034038 + Penalty 3513.974707 = -5326582.059331
  nChanged 97
		SP:Iteration 30Q (35418.840000 sec): 3 clusters
  Score: Raw -5330143.287086 + Penalty 3513.974707 = -5326629.312380
  nChanged 56
		SP:Iteration 31Q (35419.210000 sec): 3 clusters
  Score: Raw -5330169.546072 + Penalty 3513.974707 = -5326655.571365
  nChanged 57
		SP:Iteration 32Q (35419.580000 sec): 3 clusters
  Score: Raw -5330199.703094 + Penalty 3513.974707 = -5326685.728387
  nChanged 46
		SP:Iteration 33Q (35419.910000 sec): 3 clusters
  Score: Raw -5330220.405239 + Penalty 3513.974707 = -5326706.430532
  nChanged 32
		SP:Iteration 34Q (35420.310000 sec): 3 clusters
  Score: Raw -5330236.404620 + Penalty 3513.974707 = -5326722.429913
  nChanged 37
		SP:Iteration 35Q (35420.670000 sec): 3 clusters
  Score: Raw -5330254.746719 + Penalty 3513.974707 = -5326740.772013
  nChanged 32
		SP:Iteration 36Q (35421.000000 sec): 3 clusters
  Score: Raw -5330271.617324 + Penalty 3513.974707 = -5326757.642617
  nChanged 33
		SP:Iteration 37Q (35421.320000 sec): 3 clusters
  Score: Raw -5330288.808409 + Penalty 3513.974707 = -5326774.833702
  nChanged 18
		SP:Iteration 38Q (35421.620000 sec): 3 clusters
  Score: Raw -5330297.078535 + Penalty 3513.974707 = -5326783.103829
  nChanged 15
		SP:Iteration 39Q (35421.980000 sec): 3 clusters
  Score: Raw -5330305.855122 + Penalty 3513.974707 = -5326791.880415
  nChanged 19
		SP:Iteration 40F (35422.410000 sec): 3 clusters
  Score: Raw -5330316.621057 + Penalty 3513.974707 = -5326802.646350
  nChanged 17
		SP:Iteration 41Q (35422.780000 sec): 3 clusters
  Score: Raw -5330325.027312 + Penalty 3513.974707 = -5326811.052605
  nChanged 12
		SP:Iteration 42Q (35423.150000 sec): 3 clusters
  Score: Raw -5330330.482593 + Penalty 3513.974707 = -5326816.507887
  nChanged 9
		SP:Iteration 43Q (35423.520000 sec): 3 clusters
  Score: Raw -5330334.119570 + Penalty 3513.974707 = -5326820.144863
  nChanged 6
		SP:Iteration 44Q (35423.800000 sec): 3 clusters
  Score: Raw -5330335.849023 + Penalty 3513.974707 = -5326821.874317
  nChanged 1
		SP:Iteration 45Q (35424.130000 sec): 3 clusters
  Score: Raw -5330336.309082 + Penalty 3513.974707 = -5326822.334375
  nChanged 3
		SP:Iteration 46Q (35424.450000 sec): 3 clusters
  Score: Raw -5330337.659151 + Penalty 3513.974707 = -5326823.684444
  nChanged 2
		SP:Iteration 47Q (35424.860000 sec): 3 clusters
  Score: Raw -5330338.267299 + Penalty 3513.974707 = -5326824.292593
  nChanged 3
		SP:Iteration 48Q (35425.240000 sec): 3 clusters
  Score: Raw -5330339.715873 + Penalty 3513.974707 = -5326825.741166
  nChanged 2
		SP:Iteration 49Q (35425.640000 sec): 3 clusters
  Score: Raw -5330340.183773 + Penalty 3513.974707 = -5326826.209067
  nChanged 0
		SP:Iteration 50F (35426.050000 sec): 3 clusters
  Score: Raw -5330340.183773 + Penalty 3513.974707 = -5326826.209067
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35426.160000 sec): 2 clusters
  Score: Raw -303891.364185 + Penalty 1307.512229 = -302583.851956
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35426.410000 sec): 3 clusters
  Score: Raw -302400.631586 + Penalty 2615.024458 = -299785.607129
  nChanged 1198
		SP:Iteration 1F (35426.580000 sec): 3 clusters
  Score: Raw -303141.327893 + Penalty 2615.024458 = -300526.303435
  nChanged 261
		SP:Iteration 2F (35426.770000 sec): 3 clusters
  Score: Raw -303397.250067 + Penalty 2615.024458 = -300782.225609
  nChanged 217
		SP:Iteration 3F (35426.970000 sec): 3 clusters
  Score: Raw -303622.761043 + Penalty 2615.024458 = -301007.736585
  nChanged 222
		SP:Iteration 4F (35427.140000 sec): 3 clusters
  Score: Raw -303858.877126 + Penalty 2615.024458 = -301243.852668
  nChanged 187
		SP:Iteration 5F (35427.330000 sec): 3 clusters
  Score: Raw -304062.023446 + Penalty 2615.024458 = -301446.998988
  nChanged 171
		SP:Iteration 6F (35427.520000 sec): 3 clusters
  Score: Raw -304239.948266 + Penalty 2615.024458 = -301624.923808
  nChanged 169
		SP:Iteration 7F (35427.710000 sec): 3 clusters
  Score: Raw -304401.619969 + Penalty 2615.024458 = -301786.595512
  nChanged 135
		SP:Iteration 8Q (35427.870000 sec): 3 clusters
  Score: Raw -304537.438884 + Penalty 2615.024458 = -301922.414427
  nChanged 105
		SP:Iteration 9Q (35428.070000 sec): 3 clusters
  Score: Raw -304642.583586 + Penalty 2615.024458 = -302027.559128
  nChanged 74
		SP:Iteration 10Q (35428.280000 sec): 3 clusters
  Score: Raw -304714.179133 + Penalty 2615.024458 = -302099.154675
  nChanged 49
		SP:Iteration 11Q (35428.480000 sec): 3 clusters
  Score: Raw -304748.123050 + Penalty 2615.024458 = -302133.098592
  nChanged 33
		SP:Iteration 12Q (35428.690000 sec): 3 clusters
  Score: Raw -304769.543197 + Penalty 2615.024458 = -302154.518739
  nChanged 28
		SP:Iteration 13Q (35428.850000 sec): 3 clusters
  Score: Raw -304785.875984 + Penalty 2615.024458 = -302170.851526
  nChanged 17
		SP:Iteration 14Q (35429.040000 sec): 3 clusters
  Score: Raw -304798.628018 + Penalty 2615.024458 = -302183.603560
  nChanged 17
		SP:Iteration 15Q (35429.250000 sec): 3 clusters
  Score: Raw -304805.244724 + Penalty 2615.024458 = -302190.220266
  nChanged 11
		SP:Iteration 16Q (35429.470000 sec): 3 clusters
  Score: Raw -304810.783080 + Penalty 2615.024458 = -302195.758622
  nChanged 8
		SP:Iteration 17Q (35429.640000 sec): 3 clusters
  Score: Raw -304814.314249 + Penalty 2615.024458 = -302199.289791
  nChanged 6
		SP:Iteration 18Q (35429.850000 sec): 3 clusters
  Score: Raw -304815.778063 + Penalty 2615.024458 = -302200.753605
  nChanged 3
		SP:Iteration 19Q (35430.070000 sec): 3 clusters
  Score: Raw -304816.536889 + Penalty 2615.024458 = -302201.512431
  nChanged 3
		SP:Iteration 20F (35430.240000 sec): 3 clusters
  Score: Raw -304817.584657 + Penalty 2615.024458 = -302202.560199
  nChanged 1
		SP:Iteration 21Q (35430.410000 sec): 3 clusters
  Score: Raw -304818.135589 + Penalty 2615.024458 = -302203.111132
  nChanged 1
		SP:Iteration 22Q (35430.550000 sec): 3 clusters
  Score: Raw -304818.296266 + Penalty 2615.024458 = -302203.271808
  nChanged 0
		SP:Iteration 23F (35430.770000 sec): 3 clusters
  Score: Raw -304818.296266 + Penalty 2615.024458 = -302203.271808
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35430.840000 sec): 2 clusters
  Score: Raw -357922.626274 + Penalty 1328.846321 = -356593.779953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35431.050000 sec): 3 clusters
  Score: Raw -356209.792896 + Penalty 2657.692643 = -353552.100253
  nChanged 1415
		SP:Iteration 1F (35431.250000 sec): 3 clusters
  Score: Raw -357293.948397 + Penalty 2657.692643 = -354636.255754
  nChanged 388
		SP:Iteration 2F (35431.430000 sec): 3 clusters
  Score: Raw -357785.457279 + Penalty 2657.692643 = -355127.764636
  nChanged 347
		SP:Iteration 3F (35431.610000 sec): 3 clusters
  Score: Raw -358258.407448 + Penalty 2657.692643 = -355600.714805
  nChanged 279
		SP:Iteration 4F (35431.850000 sec): 3 clusters
  Score: Raw -358572.659028 + Penalty 2657.692643 = -355914.966386
  nChanged 197
		SP:Iteration 5F (35432.010000 sec): 3 clusters
  Score: Raw -358726.804627 + Penalty 2657.692643 = -356069.111985
  nChanged 113
		SP:Iteration 6Q (35432.210000 sec): 3 clusters
  Score: Raw -358796.986789 + Penalty 2657.692643 = -356139.294146
  nChanged 60
		SP:Iteration 7Q (35432.380000 sec): 3 clusters
  Score: Raw -358831.601325 + Penalty 2657.692643 = -356173.908682
  nChanged 39
		SP:Iteration 8Q (35432.590000 sec): 3 clusters
  Score: Raw -358846.879916 + Penalty 2657.692643 = -356189.187273
  nChanged 27
		SP:Iteration 9Q (35432.760000 sec): 3 clusters
  Score: Raw -358858.811457 + Penalty 2657.692643 = -356201.118814
  nChanged 16
		SP:Iteration 10Q (35432.970000 sec): 3 clusters
  Score: Raw -358864.657928 + Penalty 2657.692643 = -356206.965286
  nChanged 11
		SP:Iteration 11Q (35433.180000 sec): 3 clusters
  Score: Raw -358867.432951 + Penalty 2657.692643 = -356209.740308
  nChanged 5
		SP:Iteration 12Q (35433.450000 sec): 3 clusters
  Score: Raw -358869.113478 + Penalty 2657.692643 = -356211.420836
  nChanged 2
		SP:Iteration 13Q (35433.630000 sec): 3 clusters
  Score: Raw -358869.440150 + Penalty 2657.692643 = -356211.747507
  nChanged 2
		SP:Iteration 14Q (35433.800000 sec): 3 clusters
  Score: Raw -358869.865879 + Penalty 2657.692643 = -356212.173236
  nChanged 1
		SP:Iteration 15Q (35434.010000 sec): 3 clusters
  Score: Raw -358870.231927 + Penalty 2657.692643 = -356212.539284
  nChanged 1
		SP:Iteration 16Q (35434.220000 sec): 3 clusters
  Score: Raw -358870.602156 + Penalty 2657.692643 = -356212.909514
  nChanged 2
		SP:Iteration 17Q (35434.390000 sec): 3 clusters
  Score: Raw -358870.976072 + Penalty 2657.692643 = -356213.283430
  nChanged 0
		SP:Iteration 18F (35434.610000 sec): 3 clusters
  Score: Raw -358870.976072 + Penalty 2657.692643 = -356213.283430
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (108900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35435.240000 sec): 2 clusters
  Score: Raw -11198680.286873 + Penalty 1884.705113 = -11196795.581760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35435.930000 sec): 3 clusters
  Score: Raw -11127508.509836 + Penalty 3769.410225 = -11123739.099611
  nChanged 52299
		SP:Iteration 1F (35436.620000 sec): 3 clusters
  Score: Raw -11159206.701664 + Penalty 3769.410225 = -11155437.291438
  nChanged 5382
		SP:Iteration 2Q (35437.340000 sec): 3 clusters
  Score: Raw -11161620.320812 + Penalty 3769.410225 = -11157850.910587
  nChanged 6106
		SP:Iteration 3F (35437.980000 sec): 3 clusters
  Score: Raw -11164906.614932 + Penalty 3769.410225 = -11161137.204707
  nChanged 7134
		SP:Iteration 4F (35438.700000 sec): 3 clusters
  Score: Raw -11169074.416079 + Penalty 3769.410225 = -11165305.005854
  nChanged 7431
		SP:Iteration 5F (35439.350000 sec): 3 clusters
  Score: Raw -11173660.164712 + Penalty 3769.410225 = -11169890.754487
  nChanged 6947
		SP:Iteration 6F (35440.080000 sec): 3 clusters
  Score: Raw -11178418.401820 + Penalty 3769.410225 = -11174648.991594
  nChanged 6104
		SP:Iteration 7F (35440.720000 sec): 3 clusters
  Score: Raw -11183036.632304 + Penalty 3769.410225 = -11179267.222079
  nChanged 4991
		SP:Iteration 8Q (35441.600000 sec): 3 clusters
  Score: Raw -11186336.496199 + Penalty 3769.410225 = -11182567.085973
  nChanged 3638
		SP:Iteration 9Q (35442.480000 sec): 3 clusters
  Score: Raw -11188117.899582 + Penalty 3769.410225 = -11184348.489356
  nChanged 2810
		SP:Iteration 10Q (35443.230000 sec): 3 clusters
  Score: Raw -11189302.140324 + Penalty 3769.410225 = -11185532.730098
  nChanged 2467
		SP:Iteration 11Q (35444.030000 sec): 3 clusters
  Score: Raw -11190285.126371 + Penalty 3769.410225 = -11186515.716146
  nChanged 2316
		SP:Iteration 12Q (35444.710000 sec): 3 clusters
  Score: Raw -11191190.566853 + Penalty 3769.410225 = -11187421.156627
  nChanged 2210
		SP:Iteration 13Q (35445.500000 sec): 3 clusters
  Score: Raw -11192066.186802 + Penalty 3769.410225 = -11188296.776576
  nChanged 2162
		SP:Iteration 14Q (35446.120000 sec): 3 clusters
  Score: Raw -11192946.235278 + Penalty 3769.410225 = -11189176.825053
  nChanged 2016
		SP:Iteration 15Q (35446.710000 sec): 3 clusters
  Score: Raw -11193790.728884 + Penalty 3769.410225 = -11190021.318659
  nChanged 1907
		SP:Iteration 16Q (35447.240000 sec): 3 clusters
  Score: Raw -11194589.828864 + Penalty 3769.410225 = -11190820.418639
  nChanged 1751
		SP:Iteration 17Q (35447.800000 sec): 3 clusters
  Score: Raw -11195332.503505 + Penalty 3769.410225 = -11191563.093280
  nChanged 1621
		SP:Iteration 18Q (35448.390000 sec): 3 clusters
  Score: Raw -11196013.476125 + Penalty 3769.410225 = -11192244.065900
  nChanged 1412
		SP:Iteration 19Q (35449.040000 sec): 3 clusters
  Score: Raw -11196577.888608 + Penalty 3769.410225 = -11192808.478383
  nChanged 1222
		SP:Iteration 20F (35449.650000 sec): 3 clusters
  Score: Raw -11197066.543864 + Penalty 3769.410225 = -11193297.133639
  nChanged 1126
		SP:Iteration 21Q (35450.350000 sec): 3 clusters
  Score: Raw -11197505.015280 + Penalty 3769.410225 = -11193735.605054
  nChanged 997
		SP:Iteration 22Q (35450.980000 sec): 3 clusters
  Score: Raw -11197893.971883 + Penalty 3769.410225 = -11194124.561657
  nChanged 881
		SP:Iteration 23Q (35451.650000 sec): 3 clusters
  Score: Raw -11198226.687564 + Penalty 3769.410225 = -11194457.277339
  nChanged 740
		SP:Iteration 24Q (35452.280000 sec): 3 clusters
  Score: Raw -11198496.939701 + Penalty 3769.410225 = -11194727.529475
  nChanged 658
		SP:Iteration 25Q (35452.990000 sec): 3 clusters
  Score: Raw -11198748.431234 + Penalty 3769.410225 = -11194979.021009
  nChanged 601
		SP:Iteration 26Q (35453.630000 sec): 3 clusters
  Score: Raw -11198968.989054 + Penalty 3769.410225 = -11195199.578828
  nChanged 472
		SP:Iteration 27Q (35454.270000 sec): 3 clusters
  Score: Raw -11199134.650110 + Penalty 3769.410225 = -11195365.239885
  nChanged 430
		SP:Iteration 28Q (35454.910000 sec): 3 clusters
  Score: Raw -11199280.661379 + Penalty 3769.410225 = -11195511.251154
  nChanged 329
		SP:Iteration 29Q (35455.510000 sec): 3 clusters
  Score: Raw -11199382.213267 + Penalty 3769.410225 = -11195612.803042
  nChanged 290
		SP:Iteration 30Q (35456.060000 sec): 3 clusters
  Score: Raw -11199471.117519 + Penalty 3769.410225 = -11195701.707294
  nChanged 251
		SP:Iteration 31Q (35456.610000 sec): 3 clusters
  Score: Raw -11199547.231255 + Penalty 3769.410225 = -11195777.821030
  nChanged 207
		SP:Iteration 32Q (35457.120000 sec): 3 clusters
  Score: Raw -11199603.197667 + Penalty 3769.410225 = -11195833.787442
  nChanged 168
		SP:Iteration 33Q (35457.670000 sec): 3 clusters
  Score: Raw -11199650.100287 + Penalty 3769.410225 = -11195880.690062
  nChanged 132
		SP:Iteration 34Q (35458.240000 sec): 3 clusters
  Score: Raw -11199684.075659 + Penalty 3769.410225 = -11195914.665433
  nChanged 128
		SP:Iteration 35Q (35458.730000 sec): 3 clusters
  Score: Raw -11199715.410905 + Penalty 3769.410225 = -11195946.000680
  nChanged 87
		SP:Iteration 36Q (35459.270000 sec): 3 clusters
  Score: Raw -11199730.751079 + Penalty 3769.410225 = -11195961.340854
  nChanged 64
		SP:Iteration 37Q (35459.790000 sec): 3 clusters
  Score: Raw -11199742.272466 + Penalty 3769.410225 = -11195972.862241
  nChanged 65
		SP:Iteration 38Q (35460.330000 sec): 3 clusters
  Score: Raw -11199752.482330 + Penalty 3769.410225 = -11195983.072105
  nChanged 52
		SP:Iteration 39Q (35460.900000 sec): 3 clusters
  Score: Raw -11199762.323758 + Penalty 3769.410225 = -11195992.913533
  nChanged 49
		SP:Iteration 40F (35461.500000 sec): 3 clusters
  Score: Raw -11199771.818934 + Penalty 3769.410225 = -11196002.408709
  nChanged 48
		SP:Iteration 41Q (35462.100000 sec): 3 clusters
  Score: Raw -11199782.107071 + Penalty 3769.410225 = -11196012.696846
  nChanged 48
		SP:Iteration 42Q (35462.720000 sec): 3 clusters
  Score: Raw -11199792.224102 + Penalty 3769.410225 = -11196022.813877
  nChanged 43
		SP:Iteration 43Q (35463.310000 sec): 3 clusters
  Score: Raw -11199798.889396 + Penalty 3769.410225 = -11196029.479170
  nChanged 21
		SP:Iteration 44Q (35463.930000 sec): 3 clusters
  Score: Raw -11199801.381257 + Penalty 3769.410225 = -11196031.971032
  nChanged 16
		SP:Iteration 45Q (35464.670000 sec): 3 clusters
  Score: Raw -11199803.282141 + Penalty 3769.410225 = -11196033.871916
  nChanged 20
		SP:Iteration 46Q (35465.280000 sec): 3 clusters
  Score: Raw -11199807.268011 + Penalty 3769.410225 = -11196037.857786
  nChanged 28
		SP:Iteration 47Q (35465.970000 sec): 3 clusters
  Score: Raw -11199813.637299 + Penalty 3769.410225 = -11196044.227073
  nChanged 25
		SP:Iteration 48Q (35466.590000 sec): 3 clusters
  Score: Raw -11199817.633416 + Penalty 3769.410225 = -11196048.223191
  nChanged 17
		SP:Iteration 49Q (35467.200000 sec): 3 clusters
  Score: Raw -11199820.232538 + Penalty 3769.410225 = -11196050.822313
  nChanged 14
		SP:Iteration 50Q (35467.790000 sec): 3 clusters
  Score: Raw -11199822.123456 + Penalty 3769.410225 = -11196052.713231
  nChanged 9
		SP:Iteration 51Q (35468.390000 sec): 3 clusters
  Score: Raw -11199823.663810 + Penalty 3769.410225 = -11196054.253584
  nChanged 10
		SP:Iteration 52Q (35469.010000 sec): 3 clusters
  Score: Raw -11199826.486272 + Penalty 3769.410225 = -11196057.076046
  nChanged 18
		SP:Iteration 53Q (35469.580000 sec): 3 clusters
  Score: Raw -11199830.010032 + Penalty 3769.410225 = -11196060.599806
  nChanged 11
		SP:Iteration 54Q (35470.210000 sec): 3 clusters
  Score: Raw -11199832.155546 + Penalty 3769.410225 = -11196062.745321
  nChanged 20
		SP:Iteration 55Q (35470.810000 sec): 3 clusters
  Score: Raw -11199835.889326 + Penalty 3769.410225 = -11196066.479101
  nChanged 20
		SP:Iteration 56Q (35471.410000 sec): 3 clusters
  Score: Raw -11199839.370538 + Penalty 3769.410225 = -11196069.960313
  nChanged 19
		SP:Iteration 57Q (35472.010000 sec): 3 clusters
  Score: Raw -11199841.662747 + Penalty 3769.410225 = -11196072.252522
  nChanged 17
		SP:Iteration 58Q (35472.580000 sec): 3 clusters
  Score: Raw -11199844.372887 + Penalty 3769.410225 = -11196074.962661
  nChanged 17
		SP:Iteration 59Q (35473.230000 sec): 3 clusters
  Score: Raw -11199847.412351 + Penalty 3769.410225 = -11196078.002125
  nChanged 24
		SP:Iteration 60F (35473.850000 sec): 3 clusters
  Score: Raw -11199850.681684 + Penalty 3769.410225 = -11196081.271459
  nChanged 14
		SP:Iteration 61Q (35474.470000 sec): 3 clusters
  Score: Raw -11199853.345776 + Penalty 3769.410225 = -11196083.935550
  nChanged 14
		SP:Iteration 62Q (35475.090000 sec): 3 clusters
  Score: Raw -11199855.878540 + Penalty 3769.410225 = -11196086.468315
  nChanged 12
		SP:Iteration 63Q (35475.770000 sec): 3 clusters
  Score: Raw -11199857.648588 + Penalty 3769.410225 = -11196088.238363
  nChanged 11
		SP:Iteration 64Q (35476.420000 sec): 3 clusters
  Score: Raw -11199859.948357 + Penalty 3769.410225 = -11196090.538132
  nChanged 13
		SP:Iteration 65Q (35477.060000 sec): 3 clusters
  Score: Raw -11199862.190573 + Penalty 3769.410225 = -11196092.780348
  nChanged 9
		SP:Iteration 66Q (35477.740000 sec): 3 clusters
  Score: Raw -11199863.373376 + Penalty 3769.410225 = -11196093.963150
  nChanged 7
		SP:Iteration 67Q (35478.440000 sec): 3 clusters
  Score: Raw -11199864.153608 + Penalty 3769.410225 = -11196094.743383
  nChanged 8
		SP:Iteration 68Q (35479.100000 sec): 3 clusters
  Score: Raw -11199865.194924 + Penalty 3769.410225 = -11196095.784699
  nChanged 7
		SP:Iteration 69Q (35479.720000 sec): 3 clusters
  Score: Raw -11199866.200739 + Penalty 3769.410225 = -11196096.790514
  nChanged 6
		SP:Iteration 70Q (35480.280000 sec): 3 clusters
  Score: Raw -11199866.855296 + Penalty 3769.410225 = -11196097.445071
  nChanged 6
		SP:Iteration 71Q (35480.870000 sec): 3 clusters
  Score: Raw -11199867.320680 + Penalty 3769.410225 = -11196097.910455
  nChanged 6
		SP:Iteration 72Q (35481.440000 sec): 3 clusters
  Score: Raw -11199867.954500 + Penalty 3769.410225 = -11196098.544275
  nChanged 7
		SP:Iteration 73Q (35482.010000 sec): 3 clusters
  Score: Raw -11199868.752569 + Penalty 3769.410225 = -11196099.342343
  nChanged 4
		SP:Iteration 74Q (35482.620000 sec): 3 clusters
  Score: Raw -11199869.459573 + Penalty 3769.410225 = -11196100.049348
  nChanged 6
		SP:Iteration 75Q (35483.200000 sec): 3 clusters
  Score: Raw -11199870.105068 + Penalty 3769.410225 = -11196100.694842
  nChanged 2
		SP:Iteration 76Q (35483.750000 sec): 3 clusters
  Score: Raw -11199870.311879 + Penalty 3769.410225 = -11196100.901654
  nChanged 1
		SP:Iteration 77Q (35484.410000 sec): 3 clusters
  Score: Raw -11199870.571492 + Penalty 3769.410225 = -11196101.161267
  nChanged 1
		SP:Iteration 78Q (35485.020000 sec): 3 clusters
  Score: Raw -11199870.747117 + Penalty 3769.410225 = -11196101.336892
  nChanged 1
		SP:Iteration 79Q (35485.760000 sec): 3 clusters
  Score: Raw -11199871.082712 + Penalty 3769.410225 = -11196101.672487
  nChanged 5
		SP:Iteration 80F (35486.440000 sec): 3 clusters
  Score: Raw -11199872.203700 + Penalty 3769.410225 = -11196102.793475
  nChanged 6
		SP:Iteration 81Q (35487.020000 sec): 3 clusters
  Score: Raw -11199872.950389 + Penalty 3769.410225 = -11196103.540163
  nChanged 3
		SP:Iteration 82Q (35487.650000 sec): 3 clusters
  Score: Raw -11199873.396355 + Penalty 3769.410225 = -11196103.986130
  nChanged 6
		SP:Iteration 83Q (35488.280000 sec): 3 clusters
  Score: Raw -11199874.400131 + Penalty 3769.410225 = -11196104.989906
  nChanged 12
		SP:Iteration 84Q (35488.950000 sec): 3 clusters
  Score: Raw -11199876.798013 + Penalty 3769.410225 = -11196107.387788
  nChanged 16
		SP:Iteration 85Q (35489.560000 sec): 3 clusters
  Score: Raw -11199880.027825 + Penalty 3769.410225 = -11196110.617600
  nChanged 17
		SP:Iteration 86Q (35490.200000 sec): 3 clusters
  Score: Raw -11199883.265831 + Penalty 3769.410225 = -11196113.855605
  nChanged 13
		SP:Iteration 87Q (35490.840000 sec): 3 clusters
  Score: Raw -11199884.597701 + Penalty 3769.410225 = -11196115.187476
  nChanged 8
		SP:Iteration 88Q (35491.410000 sec): 3 clusters
  Score: Raw -11199885.755290 + Penalty 3769.410225 = -11196116.345064
  nChanged 7
		SP:Iteration 89Q (35492.180000 sec): 3 clusters
  Score: Raw -11199886.523966 + Penalty 3769.410225 = -11196117.113741
  nChanged 7
		SP:Iteration 90Q (35492.910000 sec): 3 clusters
  Score: Raw -11199887.786524 + Penalty 3769.410225 = -11196118.376298
  nChanged 9
		SP:Iteration 91Q (35493.410000 sec): 3 clusters
  Score: Raw -11199889.096630 + Penalty 3769.410225 = -11196119.686405
  nChanged 10
		SP:Iteration 92Q (35494.110000 sec): 3 clusters
  Score: Raw -11199890.505014 + Penalty 3769.410225 = -11196121.094789
  nChanged 5
		SP:Iteration 93Q (35494.680000 sec): 3 clusters
  Score: Raw -11199891.122058 + Penalty 3769.410225 = -11196121.711832
  nChanged 3
		SP:Iteration 94Q (35495.390000 sec): 3 clusters
  Score: Raw -11199891.649415 + Penalty 3769.410225 = -11196122.239189
  nChanged 5
		SP:Iteration 95Q (35496.130000 sec): 3 clusters
  Score: Raw -11199892.151305 + Penalty 3769.410225 = -11196122.741079
  nChanged 3
		SP:Iteration 96Q (35496.860000 sec): 3 clusters
  Score: Raw -11199892.543379 + Penalty 3769.410225 = -11196123.133153
  nChanged 5
		SP:Iteration 97Q (35497.590000 sec): 3 clusters
  Score: Raw -11199893.331608 + Penalty 3769.410225 = -11196123.921383
  nChanged 5
		SP:Iteration 98Q (35498.150000 sec): 3 clusters
  Score: Raw -11199894.352374 + Penalty 3769.410225 = -11196124.942149
  nChanged 4
		SP:Iteration 99Q (35498.790000 sec): 3 clusters
  Score: Raw -11199894.889807 + Penalty 3769.410225 = -11196125.479582
  nChanged 3
		SP:Iteration 100F (35499.460000 sec): 3 clusters
  Score: Raw -11199895.340601 + Penalty 3769.410225 = -11196125.930376
  nChanged 3
		SP:Iteration 101Q (35500.100000 sec): 3 clusters
  Score: Raw -11199895.803988 + Penalty 3769.410225 = -11196126.393763
  nChanged 2
		SP:Iteration 102Q (35500.640000 sec): 3 clusters
  Score: Raw -11199896.035010 + Penalty 3769.410225 = -11196126.624785
  nChanged 4
		SP:Iteration 103Q (35501.230000 sec): 3 clusters
  Score: Raw -11199896.639263 + Penalty 3769.410225 = -11196127.229038
  nChanged 6
		SP:Iteration 104Q (35501.830000 sec): 3 clusters
  Score: Raw -11199897.612445 + Penalty 3769.410225 = -11196128.202219
  nChanged 8
		SP:Iteration 105Q (35502.420000 sec): 3 clusters
  Score: Raw -11199898.996485 + Penalty 3769.410225 = -11196129.586260
  nChanged 6
		SP:Iteration 106Q (35503.100000 sec): 3 clusters
  Score: Raw -11199899.550196 + Penalty 3769.410225 = -11196130.139970
  nChanged 4
		SP:Iteration 107Q (35503.730000 sec): 3 clusters
  Score: Raw -11199900.346221 + Penalty 3769.410225 = -11196130.935996
  nChanged 5
		SP:Iteration 108Q (35504.340000 sec): 3 clusters
  Score: Raw -11199901.001375 + Penalty 3769.410225 = -11196131.591149
  nChanged 5
		SP:Iteration 109Q (35504.920000 sec): 3 clusters
  Score: Raw -11199901.457712 + Penalty 3769.410225 = -11196132.047487
  nChanged 2
		SP:Iteration 110Q (35505.510000 sec): 3 clusters
  Score: Raw -11199901.834786 + Penalty 3769.410225 = -11196132.424560
  nChanged 5
		SP:Iteration 111Q (35506.140000 sec): 3 clusters
  Score: Raw -11199902.561713 + Penalty 3769.410225 = -11196133.151488
  nChanged 2
		SP:Iteration 112Q (35506.760000 sec): 3 clusters
  Score: Raw -11199902.665008 + Penalty 3769.410225 = -11196133.254782
  nChanged 0
		SP:Iteration 113F (35507.460000 sec): 3 clusters
  Score: Raw -11199902.665008 + Penalty 3769.410225 = -11196133.254782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35507.630000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35507.790000 sec): 3 clusters
  Score: Raw -21118.026694 + Penalty 1770.189646 = -19347.837048
  nChanged 35
		SP:Iteration 1F (35507.960000 sec): 3 clusters
  Score: Raw -21219.852612 + Penalty 1770.189646 = -19449.662966
  nChanged 11
		SP:Iteration 2Q (35508.120000 sec): 3 clusters
  Score: Raw -21277.563837 + Penalty 1770.189646 = -19507.374191
  nChanged 7
		SP:Iteration 3Q (35508.320000 sec): 3 clusters
  Score: Raw -21302.963719 + Penalty 1770.189646 = -19532.774073
  nChanged 6
		SP:Iteration 4Q (35508.510000 sec): 3 clusters
  Score: Raw -21322.738072 + Penalty 1770.189646 = -19552.548426
  nChanged 6
		SP:Iteration 5Q (35508.640000 sec): 3 clusters
  Score: Raw -21346.475410 + Penalty 1770.189646 = -19576.285765
  nChanged 4
		SP:Iteration 6Q (35508.820000 sec): 3 clusters
  Score: Raw -21363.370941 + Penalty 1770.189646 = -19593.181295
  nChanged 3
		SP:Iteration 7Q (35508.980000 sec): 3 clusters
  Score: Raw -21381.582261 + Penalty 1770.189646 = -19611.392615
  nChanged 2
		SP:Iteration 8Q (35509.150000 sec): 3 clusters
  Score: Raw -21419.239004 + Penalty 1770.189646 = -19649.049358
  nChanged 2
		SP:Iteration 9Q (35509.360000 sec): 3 clusters
  Score: Raw -21426.999964 + Penalty 1770.189646 = -19656.810318
  nChanged 0
		SP:Iteration 10F (35509.550000 sec): 3 clusters
  Score: Raw -21426.999964 + Penalty 1770.189646 = -19656.810318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35509.670000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35509.830000 sec): 3 clusters
  Score: Raw -147848.513248 + Penalty 2342.554458 = -145505.958789
  nChanged 415
		SP:Iteration 1F (35510.000000 sec): 3 clusters
  Score: Raw -148165.906479 + Penalty 2342.554458 = -145823.352021
  nChanged 119
		SP:Iteration 2F (35510.250000 sec): 3 clusters
  Score: Raw -148302.143568 + Penalty 2342.554458 = -145959.589110
  nChanged 72
		SP:Iteration 3F (35510.390000 sec): 3 clusters
  Score: Raw -148377.828616 + Penalty 2342.554458 = -146035.274158
  nChanged 59
		SP:Iteration 4Q (35510.650000 sec): 3 clusters
  Score: Raw -148431.016993 + Penalty 2342.554458 = -146088.462535
  nChanged 47
		SP:Iteration 5Q (35510.810000 sec): 3 clusters
  Score: Raw -148471.437410 + Penalty 2342.554458 = -146128.882952
  nChanged 33
		SP:Iteration 6Q (35510.990000 sec): 3 clusters
  Score: Raw -148503.851297 + Penalty 2342.554458 = -146161.296839
  nChanged 26
		SP:Iteration 7Q (35511.170000 sec): 3 clusters
  Score: Raw -148531.555451 + Penalty 2342.554458 = -146189.000993
  nChanged 35
		SP:Iteration 8Q (35511.380000 sec): 3 clusters
  Score: Raw -148565.744014 + Penalty 2342.554458 = -146223.189556
  nChanged 23
		SP:Iteration 9Q (35511.540000 sec): 3 clusters
  Score: Raw -148586.778511 + Penalty 2342.554458 = -146244.224053
  nChanged 31
		SP:Iteration 10Q (35511.750000 sec): 3 clusters
  Score: Raw -148617.388647 + Penalty 2342.554458 = -146274.834189
  nChanged 30
		SP:Iteration 11Q (35511.900000 sec): 3 clusters
  Score: Raw -148649.889010 + Penalty 2342.554458 = -146307.334551
  nChanged 33
		SP:Iteration 12Q (35512.120000 sec): 3 clusters
  Score: Raw -148682.318133 + Penalty 2342.554458 = -146339.763674
  nChanged 28
		SP:Iteration 13Q (35512.290000 sec): 3 clusters
  Score: Raw -148707.234454 + Penalty 2342.554458 = -146364.679996
  nChanged 21
		SP:Iteration 14Q (35512.500000 sec): 3 clusters
  Score: Raw -148723.283754 + Penalty 2342.554458 = -146380.729295
  nChanged 10
		SP:Iteration 15Q (35512.650000 sec): 3 clusters
  Score: Raw -148733.732180 + Penalty 2342.554458 = -146391.177721
  nChanged 10
		SP:Iteration 16Q (35512.870000 sec): 3 clusters
  Score: Raw -148740.773738 + Penalty 2342.554458 = -146398.219280
  nChanged 7
		SP:Iteration 17Q (35513.080000 sec): 3 clusters
  Score: Raw -148745.223636 + Penalty 2342.554458 = -146402.669178
  nChanged 5
		SP:Iteration 18Q (35513.250000 sec): 3 clusters
  Score: Raw -148748.224188 + Penalty 2342.554458 = -146405.669730
  nChanged 3
		SP:Iteration 19Q (35513.480000 sec): 3 clusters
  Score: Raw -148751.250959 + Penalty 2342.554458 = -146408.696501
  nChanged 2
		SP:Iteration 20F (35513.650000 sec): 3 clusters
  Score: Raw -148752.851626 + Penalty 2342.554458 = -146410.297168
  nChanged 1
		SP:Iteration 21Q (35513.790000 sec): 3 clusters
  Score: Raw -148754.092387 + Penalty 2342.554458 = -146411.537928
  nChanged 2
		SP:Iteration 22Q (35514.050000 sec): 3 clusters
  Score: Raw -148755.859370 + Penalty 2342.554458 = -146413.304911
  nChanged 3
		SP:Iteration 23Q (35514.290000 sec): 3 clusters
  Score: Raw -148758.081583 + Penalty 2342.554458 = -146415.527125
  nChanged 2
		SP:Iteration 24Q (35514.470000 sec): 3 clusters
  Score: Raw -148758.721465 + Penalty 2342.554458 = -146416.167007
  nChanged 1
		SP:Iteration 25Q (35514.690000 sec): 3 clusters
  Score: Raw -148759.326438 + Penalty 2342.554458 = -146416.771980
  nChanged 1
		SP:Iteration 26Q (35514.920000 sec): 3 clusters
  Score: Raw -148759.738051 + Penalty 2342.554458 = -146417.183593
  nChanged 0
		SP:Iteration 27F (35515.060000 sec): 3 clusters
  Score: Raw -148759.738051 + Penalty 2342.554458 = -146417.183593
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35515.240000 sec): 2 clusters
  Score: Raw -1220001.949418 + Penalty 1524.770105 = -1218477.179313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35515.460000 sec): 3 clusters
  Score: Raw -1213178.705203 + Penalty 3049.540210 = -1210129.164993
  nChanged 5153
		SP:Iteration 1F (35515.700000 sec): 3 clusters
  Score: Raw -1216066.894794 + Penalty 3049.540210 = -1213017.354585
  nChanged 819
		SP:Iteration 2F (35515.920000 sec): 3 clusters
  Score: Raw -1216590.128885 + Penalty 3049.540210 = -1213540.588675
  nChanged 841
		SP:Iteration 3F (35516.170000 sec): 3 clusters
  Score: Raw -1217185.684206 + Penalty 3049.540210 = -1214136.143997
  nChanged 843
		SP:Iteration 4F (35516.360000 sec): 3 clusters
  Score: Raw -1217764.810683 + Penalty 3049.540210 = -1214715.270474
  nChanged 762
		SP:Iteration 5F (35516.600000 sec): 3 clusters
  Score: Raw -1218214.447025 + Penalty 3049.540210 = -1215164.906815
  nChanged 610
		SP:Iteration 6F (35516.850000 sec): 3 clusters
  Score: Raw -1218516.417842 + Penalty 3049.540210 = -1215466.877632
  nChanged 457
		SP:Iteration 7Q (35517.090000 sec): 3 clusters
  Score: Raw -1218685.268752 + Penalty 3049.540210 = -1215635.728543
  nChanged 328
		SP:Iteration 8Q (35517.330000 sec): 3 clusters
  Score: Raw -1218802.095212 + Penalty 3049.540210 = -1215752.555002
  nChanged 278
		SP:Iteration 9Q (35517.530000 sec): 3 clusters
  Score: Raw -1218904.710650 + Penalty 3049.540210 = -1215855.170441
  nChanged 255
		SP:Iteration 10Q (35517.760000 sec): 3 clusters
  Score: Raw -1218998.440479 + Penalty 3049.540210 = -1215948.900269
  nChanged 250
		SP:Iteration 11Q (35517.990000 sec): 3 clusters
  Score: Raw -1219089.533045 + Penalty 3049.540210 = -1216039.992835
  nChanged 229
		SP:Iteration 12Q (35518.180000 sec): 3 clusters
  Score: Raw -1219172.941285 + Penalty 3049.540210 = -1216123.401075
  nChanged 234
		SP:Iteration 13Q (35518.410000 sec): 3 clusters
  Score: Raw -1219259.902755 + Penalty 3049.540210 = -1216210.362545
  nChanged 234
		SP:Iteration 14Q (35518.640000 sec): 3 clusters
  Score: Raw -1219343.874832 + Penalty 3049.540210 = -1216294.334623
  nChanged 242
		SP:Iteration 15Q (35518.920000 sec): 3 clusters
  Score: Raw -1219442.081711 + Penalty 3049.540210 = -1216392.541502
  nChanged 273
		SP:Iteration 16Q (35519.190000 sec): 3 clusters
  Score: Raw -1219566.159181 + Penalty 3049.540210 = -1216516.618971
  nChanged 268
		SP:Iteration 17Q (35519.410000 sec): 3 clusters
  Score: Raw -1219688.971846 + Penalty 3049.540210 = -1216639.431637
  nChanged 259
		SP:Iteration 18Q (35519.650000 sec): 3 clusters
  Score: Raw -1219802.620263 + Penalty 3049.540210 = -1216753.080053
  nChanged 271
		SP:Iteration 19Q (35519.890000 sec): 3 clusters
  Score: Raw -1219935.363663 + Penalty 3049.540210 = -1216885.823454
  nChanged 229
		SP:Iteration 20F (35520.140000 sec): 3 clusters
  Score: Raw -1220052.871032 + Penalty 3049.540210 = -1217003.330822
  nChanged 205
		SP:Iteration 21Q (35520.380000 sec): 3 clusters
  Score: Raw -1220141.736793 + Penalty 3049.540210 = -1217092.196583
  nChanged 205
		SP:Iteration 22Q (35520.660000 sec): 3 clusters
  Score: Raw -1220227.644232 + Penalty 3049.540210 = -1217178.104022
  nChanged 191
		SP:Iteration 23Q (35520.910000 sec): 3 clusters
  Score: Raw -1220301.501875 + Penalty 3049.540210 = -1217251.961665
  nChanged 207
		SP:Iteration 24Q (35521.140000 sec): 3 clusters
  Score: Raw -1220383.346055 + Penalty 3049.540210 = -1217333.805846
  nChanged 170
		SP:Iteration 25Q (35521.400000 sec): 3 clusters
  Score: Raw -1220439.220871 + Penalty 3049.540210 = -1217389.680661
  nChanged 143
		SP:Iteration 26Q (35521.600000 sec): 3 clusters
  Score: Raw -1220489.243916 + Penalty 3049.540210 = -1217439.703706
  nChanged 133
		SP:Iteration 27Q (35521.870000 sec): 3 clusters
  Score: Raw -1220532.390775 + Penalty 3049.540210 = -1217482.850566
  nChanged 102
		SP:Iteration 28Q (35522.110000 sec): 3 clusters
  Score: Raw -1220561.717966 + Penalty 3049.540210 = -1217512.177756
  nChanged 76
		SP:Iteration 29Q (35522.340000 sec): 3 clusters
  Score: Raw -1220584.378739 + Penalty 3049.540210 = -1217534.838529
  nChanged 88
		SP:Iteration 30Q (35522.620000 sec): 3 clusters
  Score: Raw -1220607.845269 + Penalty 3049.540210 = -1217558.305059
  nChanged 61
		SP:Iteration 31Q (35522.860000 sec): 3 clusters
  Score: Raw -1220624.093094 + Penalty 3049.540210 = -1217574.552884
  nChanged 52
		SP:Iteration 32Q (35523.100000 sec): 3 clusters
  Score: Raw -1220635.365597 + Penalty 3049.540210 = -1217585.825387
  nChanged 47
		SP:Iteration 33Q (35523.330000 sec): 3 clusters
  Score: Raw -1220646.136636 + Penalty 3049.540210 = -1217596.596427
  nChanged 44
		SP:Iteration 34Q (35523.640000 sec): 3 clusters
  Score: Raw -1220654.771511 + Penalty 3049.540210 = -1217605.231301
  nChanged 23
		SP:Iteration 35Q (35523.850000 sec): 3 clusters
  Score: Raw -1220659.412123 + Penalty 3049.540210 = -1217609.871913
  nChanged 25
		SP:Iteration 36Q (35524.130000 sec): 3 clusters
  Score: Raw -1220664.530694 + Penalty 3049.540210 = -1217614.990484
  nChanged 24
		SP:Iteration 37Q (35524.370000 sec): 3 clusters
  Score: Raw -1220669.777477 + Penalty 3049.540210 = -1217620.237267
  nChanged 22
		SP:Iteration 38Q (35524.620000 sec): 3 clusters
  Score: Raw -1220674.867340 + Penalty 3049.540210 = -1217625.327130
  nChanged 20
		SP:Iteration 39Q (35524.860000 sec): 3 clusters
  Score: Raw -1220680.080252 + Penalty 3049.540210 = -1217630.540042
  nChanged 25
		SP:Iteration 40F (35525.070000 sec): 3 clusters
  Score: Raw -1220686.844300 + Penalty 3049.540210 = -1217637.304090
  nChanged 32
		SP:Iteration 41Q (35525.350000 sec): 3 clusters
  Score: Raw -1220694.796399 + Penalty 3049.540210 = -1217645.256189
  nChanged 20
		SP:Iteration 42Q (35525.600000 sec): 3 clusters
  Score: Raw -1220699.787083 + Penalty 3049.540210 = -1217650.246873
  nChanged 21
		SP:Iteration 43Q (35525.860000 sec): 3 clusters
  Score: Raw -1220704.065640 + Penalty 3049.540210 = -1217654.525431
  nChanged 14
		SP:Iteration 44Q (35526.100000 sec): 3 clusters
  Score: Raw -1220707.049988 + Penalty 3049.540210 = -1217657.509778
  nChanged 17
		SP:Iteration 45Q (35526.310000 sec): 3 clusters
  Score: Raw -1220710.417102 + Penalty 3049.540210 = -1217660.876893
  nChanged 11
		SP:Iteration 46Q (35526.540000 sec): 3 clusters
  Score: Raw -1220712.471931 + Penalty 3049.540210 = -1217662.931721
  nChanged 11
		SP:Iteration 47Q (35526.790000 sec): 3 clusters
  Score: Raw -1220714.712253 + Penalty 3049.540210 = -1217665.172043
  nChanged 10
		SP:Iteration 48Q (35526.990000 sec): 3 clusters
  Score: Raw -1220716.331297 + Penalty 3049.540210 = -1217666.791087
  nChanged 10
		SP:Iteration 49Q (35527.280000 sec): 3 clusters
  Score: Raw -1220718.341997 + Penalty 3049.540210 = -1217668.801787
  nChanged 13
		SP:Iteration 50Q (35527.490000 sec): 3 clusters
  Score: Raw -1220720.700075 + Penalty 3049.540210 = -1217671.159866
  nChanged 7
		SP:Iteration 51Q (35527.730000 sec): 3 clusters
  Score: Raw -1220721.800012 + Penalty 3049.540210 = -1217672.259802
  nChanged 9
		SP:Iteration 52Q (35527.950000 sec): 3 clusters
  Score: Raw -1220723.560096 + Penalty 3049.540210 = -1217674.019886
  nChanged 10
		SP:Iteration 53Q (35528.170000 sec): 3 clusters
  Score: Raw -1220726.226976 + Penalty 3049.540210 = -1217676.686766
  nChanged 11
		SP:Iteration 54Q (35528.390000 sec): 3 clusters
  Score: Raw -1220728.055514 + Penalty 3049.540210 = -1217678.515305
  nChanged 6
		SP:Iteration 55Q (35528.640000 sec): 3 clusters
  Score: Raw -1220729.204042 + Penalty 3049.540210 = -1217679.663833
  nChanged 6
		SP:Iteration 56Q (35528.880000 sec): 3 clusters
  Score: Raw -1220730.488042 + Penalty 3049.540210 = -1217680.947832
  nChanged 7
		SP:Iteration 57Q (35529.070000 sec): 3 clusters
  Score: Raw -1220731.413327 + Penalty 3049.540210 = -1217681.873117
  nChanged 6
		SP:Iteration 58Q (35529.280000 sec): 3 clusters
  Score: Raw -1220732.389119 + Penalty 3049.540210 = -1217682.848909
  nChanged 8
		SP:Iteration 59Q (35529.530000 sec): 3 clusters
  Score: Raw -1220733.974280 + Penalty 3049.540210 = -1217684.434071
  nChanged 9
		SP:Iteration 60F (35529.730000 sec): 3 clusters
  Score: Raw -1220735.518950 + Penalty 3049.540210 = -1217685.978740
  nChanged 4
		SP:Iteration 61Q (35529.980000 sec): 3 clusters
  Score: Raw -1220736.404600 + Penalty 3049.540210 = -1217686.864391
  nChanged 10
		SP:Iteration 62Q (35530.210000 sec): 3 clusters
  Score: Raw -1220738.539558 + Penalty 3049.540210 = -1217688.999348
  nChanged 7
		SP:Iteration 63Q (35530.440000 sec): 3 clusters
  Score: Raw -1220740.301485 + Penalty 3049.540210 = -1217690.761276
  nChanged 10
		SP:Iteration 64Q (35530.700000 sec): 3 clusters
  Score: Raw -1220742.311026 + Penalty 3049.540210 = -1217692.770817
  nChanged 10
		SP:Iteration 65Q (35530.960000 sec): 3 clusters
  Score: Raw -1220744.941775 + Penalty 3049.540210 = -1217695.401565
  nChanged 18
		SP:Iteration 66Q (35531.170000 sec): 3 clusters
  Score: Raw -1220748.716527 + Penalty 3049.540210 = -1217699.176317
  nChanged 15
		SP:Iteration 67Q (35531.430000 sec): 3 clusters
  Score: Raw -1220752.076875 + Penalty 3049.540210 = -1217702.536665
  nChanged 8
		SP:Iteration 68Q (35531.630000 sec): 3 clusters
  Score: Raw -1220753.719693 + Penalty 3049.540210 = -1217704.179483
  nChanged 10
		SP:Iteration 69Q (35531.860000 sec): 3 clusters
  Score: Raw -1220755.966842 + Penalty 3049.540210 = -1217706.426633
  nChanged 13
		SP:Iteration 70Q (35532.150000 sec): 3 clusters
  Score: Raw -1220758.208409 + Penalty 3049.540210 = -1217708.668200
  nChanged 13
		SP:Iteration 71Q (35532.340000 sec): 3 clusters
  Score: Raw -1220761.405833 + Penalty 3049.540210 = -1217711.865623
  nChanged 15
		SP:Iteration 72Q (35532.570000 sec): 3 clusters
  Score: Raw -1220764.544429 + Penalty 3049.540210 = -1217715.004219
  nChanged 15
		SP:Iteration 73Q (35532.810000 sec): 3 clusters
  Score: Raw -1220768.086630 + Penalty 3049.540210 = -1217718.546420
  nChanged 9
		SP:Iteration 74Q (35533.010000 sec): 3 clusters
  Score: Raw -1220770.600271 + Penalty 3049.540210 = -1217721.060061
  nChanged 11
		SP:Iteration 75Q (35533.290000 sec): 3 clusters
  Score: Raw -1220773.727897 + Penalty 3049.540210 = -1217724.187687
  nChanged 10
		SP:Iteration 76Q (35533.540000 sec): 3 clusters
  Score: Raw -1220775.683448 + Penalty 3049.540210 = -1217726.143238
  nChanged 6
		SP:Iteration 77Q (35533.750000 sec): 3 clusters
  Score: Raw -1220776.715126 + Penalty 3049.540210 = -1217727.174917
  nChanged 4
		SP:Iteration 78Q (35533.990000 sec): 3 clusters
  Score: Raw -1220777.283794 + Penalty 3049.540210 = -1217727.743584
  nChanged 2
		SP:Iteration 79Q (35534.250000 sec): 3 clusters
  Score: Raw -1220777.498180 + Penalty 3049.540210 = -1217727.957970
  nChanged 1
		SP:Iteration 80F (35534.440000 sec): 3 clusters
  Score: Raw -1220777.656616 + Penalty 3049.540210 = -1217728.116406
  nChanged 1
		SP:Iteration 81Q (35534.660000 sec): 3 clusters
  Score: Raw -1220777.851793 + Penalty 3049.540210 = -1217728.311583
  nChanged 2
		SP:Iteration 82Q (35534.890000 sec): 3 clusters
  Score: Raw -1220778.193585 + Penalty 3049.540210 = -1217728.653375
  nChanged 0
		SP:Iteration 83F (35535.100000 sec): 3 clusters
  Score: Raw -1220778.193585 + Penalty 3049.540210 = -1217728.653375
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35535.330000 sec): 2 clusters
  Score: Raw -1959780.393189 + Penalty 1613.764669 = -1958166.628521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35535.560000 sec): 3 clusters
  Score: Raw -1947312.016938 + Penalty 3227.529337 = -1944084.487601
  nChanged 9329
		SP:Iteration 1F (35535.790000 sec): 3 clusters
  Score: Raw -1952976.202161 + Penalty 3227.529337 = -1949748.672823
  nChanged 1451
		SP:Iteration 2F (35536.110000 sec): 3 clusters
  Score: Raw -1953863.785955 + Penalty 3227.529337 = -1950636.256618
  nChanged 1451
		SP:Iteration 3F (35536.420000 sec): 3 clusters
  Score: Raw -1954875.237626 + Penalty 3227.529337 = -1951647.708288
  nChanged 1468
		SP:Iteration 4F (35536.660000 sec): 3 clusters
  Score: Raw -1955978.939988 + Penalty 3227.529337 = -1952751.410651
  nChanged 1337
		SP:Iteration 5F (35536.980000 sec): 3 clusters
  Score: Raw -1957078.502764 + Penalty 3227.529337 = -1953850.973427
  nChanged 1206
		SP:Iteration 6F (35537.220000 sec): 3 clusters
  Score: Raw -1958092.724335 + Penalty 3227.529337 = -1954865.194998
  nChanged 931
		SP:Iteration 7Q (35537.550000 sec): 3 clusters
  Score: Raw -1958918.519200 + Penalty 3227.529337 = -1955690.989862
  nChanged 683
		SP:Iteration 8Q (35537.840000 sec): 3 clusters
  Score: Raw -1959517.774084 + Penalty 3227.529337 = -1956290.244747
  nChanged 457
		SP:Iteration 9Q (35538.130000 sec): 3 clusters
  Score: Raw -1959931.337756 + Penalty 3227.529337 = -1956703.808419
  nChanged 288
		SP:Iteration 10Q (35538.400000 sec): 3 clusters
  Score: Raw -1960161.413158 + Penalty 3227.529337 = -1956933.883821
  nChanged 178
		SP:Iteration 11Q (35538.660000 sec): 3 clusters
  Score: Raw -1960297.564988 + Penalty 3227.529337 = -1957070.035651
  nChanged 113
		SP:Iteration 12Q (35539.010000 sec): 3 clusters
  Score: Raw -1960384.086867 + Penalty 3227.529337 = -1957156.557530
  nChanged 81
		SP:Iteration 13Q (35539.280000 sec): 3 clusters
  Score: Raw -1960440.998070 + Penalty 3227.529337 = -1957213.468733
  nChanged 61
		SP:Iteration 14Q (35539.580000 sec): 3 clusters
  Score: Raw -1960475.569596 + Penalty 3227.529337 = -1957248.040259
  nChanged 35
		SP:Iteration 15Q (35539.890000 sec): 3 clusters
  Score: Raw -1960498.506239 + Penalty 3227.529337 = -1957270.976902
  nChanged 31
		SP:Iteration 16Q (35540.100000 sec): 3 clusters
  Score: Raw -1960518.417061 + Penalty 3227.529337 = -1957290.887723
  nChanged 27
		SP:Iteration 17Q (35540.380000 sec): 3 clusters
  Score: Raw -1960539.150456 + Penalty 3227.529337 = -1957311.621119
  nChanged 25
		SP:Iteration 18Q (35540.610000 sec): 3 clusters
  Score: Raw -1960556.497688 + Penalty 3227.529337 = -1957328.968351
  nChanged 17
		SP:Iteration 19Q (35540.880000 sec): 3 clusters
  Score: Raw -1960568.645378 + Penalty 3227.529337 = -1957341.116040
  nChanged 15
		SP:Iteration 20F (35541.130000 sec): 3 clusters
  Score: Raw -1960578.704753 + Penalty 3227.529337 = -1957351.175416
  nChanged 13
		SP:Iteration 21Q (35541.330000 sec): 3 clusters
  Score: Raw -1960584.608701 + Penalty 3227.529337 = -1957357.079364
  nChanged 8
		SP:Iteration 22Q (35541.670000 sec): 3 clusters
  Score: Raw -1960589.391644 + Penalty 3227.529337 = -1957361.862307
  nChanged 14
		SP:Iteration 23Q (35541.920000 sec): 3 clusters
  Score: Raw -1960596.841325 + Penalty 3227.529337 = -1957369.311988
  nChanged 10
		SP:Iteration 24Q (35542.230000 sec): 3 clusters
  Score: Raw -1960600.667690 + Penalty 3227.529337 = -1957373.138352
  nChanged 4
		SP:Iteration 25Q (35542.480000 sec): 3 clusters
  Score: Raw -1960604.737209 + Penalty 3227.529337 = -1957377.207872
  nChanged 6
		SP:Iteration 26Q (35542.780000 sec): 3 clusters
  Score: Raw -1960607.212724 + Penalty 3227.529337 = -1957379.683387
  nChanged 3
		SP:Iteration 27Q (35543.020000 sec): 3 clusters
  Score: Raw -1960608.146633 + Penalty 3227.529337 = -1957380.617296
  nChanged 1
		SP:Iteration 28Q (35543.350000 sec): 3 clusters
  Score: Raw -1960608.983656 + Penalty 3227.529337 = -1957381.454319
  nChanged 2
		SP:Iteration 29Q (35543.580000 sec): 3 clusters
  Score: Raw -1960609.467114 + Penalty 3227.529337 = -1957381.937777
  nChanged 0
		SP:Iteration 30F (35543.870000 sec): 3 clusters
  Score: Raw -1960609.467114 + Penalty 3227.529337 = -1957381.937777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35544.010000 sec): 2 clusters
  Score: Raw -895255.135804 + Penalty 1489.027924 = -893766.107880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35544.280000 sec): 3 clusters
  Score: Raw -889895.979459 + Penalty 2978.055848 = -886917.923610
  nChanged 4075
		SP:Iteration 1F (35544.450000 sec): 3 clusters
  Score: Raw -892208.250514 + Penalty 2978.055848 = -889230.194665
  nChanged 687
		SP:Iteration 2F (35544.660000 sec): 3 clusters
  Score: Raw -892634.285123 + Penalty 2978.055848 = -889656.229275
  nChanged 630
		SP:Iteration 3F (35544.900000 sec): 3 clusters
  Score: Raw -893012.199693 + Penalty 2978.055848 = -890034.143845
  nChanged 542
		SP:Iteration 4F (35545.080000 sec): 3 clusters
  Score: Raw -893347.481688 + Penalty 2978.055848 = -890369.425840
  nChanged 525
		SP:Iteration 5F (35545.260000 sec): 3 clusters
  Score: Raw -893668.578707 + Penalty 2978.055848 = -890690.522858
  nChanged 452
		SP:Iteration 6Q (35545.460000 sec): 3 clusters
  Score: Raw -893954.606254 + Penalty 2978.055848 = -890976.550406
  nChanged 426
		SP:Iteration 7Q (35545.650000 sec): 3 clusters
  Score: Raw -894195.922528 + Penalty 2978.055848 = -891217.866680
  nChanged 361
		SP:Iteration 8Q (35545.870000 sec): 3 clusters
  Score: Raw -894386.795098 + Penalty 2978.055848 = -891408.739249
  nChanged 326
		SP:Iteration 9Q (35546.060000 sec): 3 clusters
  Score: Raw -894542.557140 + Penalty 2978.055848 = -891564.501292
  nChanged 255
		SP:Iteration 10Q (35546.290000 sec): 3 clusters
  Score: Raw -894664.628721 + Penalty 2978.055848 = -891686.572872
  nChanged 218
		SP:Iteration 11Q (35546.480000 sec): 3 clusters
  Score: Raw -894780.977188 + Penalty 2978.055848 = -891802.921340
  nChanged 221
		SP:Iteration 12Q (35546.690000 sec): 3 clusters
  Score: Raw -894901.064877 + Penalty 2978.055848 = -891923.009029
  nChanged 210
		SP:Iteration 13Q (35546.880000 sec): 3 clusters
  Score: Raw -895020.114333 + Penalty 2978.055848 = -892042.058485
  nChanged 177
		SP:Iteration 14Q (35547.070000 sec): 3 clusters
  Score: Raw -895132.563234 + Penalty 2978.055848 = -892154.507385
  nChanged 185
		SP:Iteration 15Q (35547.300000 sec): 3 clusters
  Score: Raw -895267.595826 + Penalty 2978.055848 = -892289.539978
  nChanged 180
		SP:Iteration 16Q (35547.510000 sec): 3 clusters
  Score: Raw -895425.225565 + Penalty 2978.055848 = -892447.169716
  nChanged 175
		SP:Iteration 17Q (35547.710000 sec): 3 clusters
  Score: Raw -895558.165898 + Penalty 2978.055848 = -892580.110049
  nChanged 127
		SP:Iteration 18Q (35547.920000 sec): 3 clusters
  Score: Raw -895620.858272 + Penalty 2978.055848 = -892642.802424
  nChanged 89
		SP:Iteration 19Q (35548.100000 sec): 3 clusters
  Score: Raw -895662.027541 + Penalty 2978.055848 = -892683.971693
  nChanged 72
		SP:Iteration 20F (35548.300000 sec): 3 clusters
  Score: Raw -895690.793357 + Penalty 2978.055848 = -892712.737508
  nChanged 64
		SP:Iteration 21Q (35548.500000 sec): 3 clusters
  Score: Raw -895711.519425 + Penalty 2978.055848 = -892733.463576
  nChanged 42
		SP:Iteration 22Q (35548.710000 sec): 3 clusters
  Score: Raw -895722.551598 + Penalty 2978.055848 = -892744.495749
  nChanged 26
		SP:Iteration 23Q (35548.900000 sec): 3 clusters
  Score: Raw -895729.482256 + Penalty 2978.055848 = -892751.426407
  nChanged 20
		SP:Iteration 24Q (35549.130000 sec): 3 clusters
  Score: Raw -895735.914475 + Penalty 2978.055848 = -892757.858627
  nChanged 29
		SP:Iteration 25Q (35549.370000 sec): 3 clusters
  Score: Raw -895745.934227 + Penalty 2978.055848 = -892767.878378
  nChanged 25
		SP:Iteration 26Q (35549.600000 sec): 3 clusters
  Score: Raw -895750.847917 + Penalty 2978.055848 = -892772.792068
  nChanged 20
		SP:Iteration 27Q (35549.820000 sec): 3 clusters
  Score: Raw -895754.956687 + Penalty 2978.055848 = -892776.900838
  nChanged 16
		SP:Iteration 28Q (35550.050000 sec): 3 clusters
  Score: Raw -895758.721086 + Penalty 2978.055848 = -892780.665238
  nChanged 14
		SP:Iteration 29Q (35550.220000 sec): 3 clusters
  Score: Raw -895761.371404 + Penalty 2978.055848 = -892783.315555
  nChanged 11
		SP:Iteration 30Q (35550.440000 sec): 3 clusters
  Score: Raw -895763.178330 + Penalty 2978.055848 = -892785.122481
  nChanged 7
		SP:Iteration 31Q (35550.670000 sec): 3 clusters
  Score: Raw -895764.102453 + Penalty 2978.055848 = -892786.046605
  nChanged 5
		SP:Iteration 32Q (35550.880000 sec): 3 clusters
  Score: Raw -895764.930932 + Penalty 2978.055848 = -892786.875084
  nChanged 5
		SP:Iteration 33Q (35551.060000 sec): 3 clusters
  Score: Raw -895765.786942 + Penalty 2978.055848 = -892787.731094
  nChanged 4
		SP:Iteration 34Q (35551.330000 sec): 3 clusters
  Score: Raw -895766.319056 + Penalty 2978.055848 = -892788.263208
  nChanged 4
		SP:Iteration 35Q (35551.520000 sec): 3 clusters
  Score: Raw -895766.834834 + Penalty 2978.055848 = -892788.778985
  nChanged 1
		SP:Iteration 36Q (35551.730000 sec): 3 clusters
  Score: Raw -895766.940187 + Penalty 2978.055848 = -892788.884338
  nChanged 2
		SP:Iteration 37Q (35551.940000 sec): 3 clusters
  Score: Raw -895767.613090 + Penalty 2978.055848 = -892789.557241
  nChanged 4
		SP:Iteration 38Q (35552.180000 sec): 3 clusters
  Score: Raw -895768.382092 + Penalty 2978.055848 = -892790.326244
  nChanged 2
		SP:Iteration 39Q (35552.400000 sec): 3 clusters
  Score: Raw -895768.800872 + Penalty 2978.055848 = -892790.745023
  nChanged 2
		SP:Iteration 40F (35552.620000 sec): 3 clusters
  Score: Raw -895769.063649 + Penalty 2978.055848 = -892791.007800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35552.720000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35552.900000 sec): 3 clusters
  Score: Raw -146801.447353 + Penalty 2371.774692 = -144429.672661
  nChanged 521
		SP:Iteration 1F (35553.110000 sec): 3 clusters
  Score: Raw -147189.789363 + Penalty 2371.774692 = -144818.014671
  nChanged 129
		SP:Iteration 2F (35553.300000 sec): 3 clusters
  Score: Raw -147299.803584 + Penalty 2371.774692 = -144928.028892
  nChanged 66
		SP:Iteration 3Q (35553.530000 sec): 3 clusters
  Score: Raw -147352.837131 + Penalty 2371.774692 = -144981.062439
  nChanged 53
		SP:Iteration 4Q (35553.680000 sec): 3 clusters
  Score: Raw -147421.845057 + Penalty 2371.774692 = -145050.070365
  nChanged 62
		SP:Iteration 5Q (35553.870000 sec): 3 clusters
  Score: Raw -147513.987175 + Penalty 2371.774692 = -145142.212483
  nChanged 53
		SP:Iteration 6Q (35554.020000 sec): 3 clusters
  Score: Raw -147580.671439 + Penalty 2371.774692 = -145208.896747
  nChanged 38
		SP:Iteration 7Q (35554.220000 sec): 3 clusters
  Score: Raw -147644.040049 + Penalty 2371.774692 = -145272.265357
  nChanged 42
		SP:Iteration 8Q (35554.410000 sec): 3 clusters
  Score: Raw -147689.290208 + Penalty 2371.774692 = -145317.515517
  nChanged 36
		SP:Iteration 9Q (35554.590000 sec): 3 clusters
  Score: Raw -147719.006909 + Penalty 2371.774692 = -145347.232218
  nChanged 39
		SP:Iteration 10Q (35554.800000 sec): 3 clusters
  Score: Raw -147753.713287 + Penalty 2371.774692 = -145381.938595
  nChanged 38
		SP:Iteration 11Q (35554.980000 sec): 3 clusters
  Score: Raw -147787.146507 + Penalty 2371.774692 = -145415.371816
  nChanged 32
		SP:Iteration 12Q (35555.170000 sec): 3 clusters
  Score: Raw -147815.325765 + Penalty 2371.774692 = -145443.551073
  nChanged 25
		SP:Iteration 13Q (35555.360000 sec): 3 clusters
  Score: Raw -147832.049766 + Penalty 2371.774692 = -145460.275074
  nChanged 20
		SP:Iteration 14Q (35555.520000 sec): 3 clusters
  Score: Raw -147845.240730 + Penalty 2371.774692 = -145473.466038
  nChanged 17
		SP:Iteration 15Q (35555.730000 sec): 3 clusters
  Score: Raw -147855.766522 + Penalty 2371.774692 = -145483.991830
  nChanged 17
		SP:Iteration 16Q (35555.920000 sec): 3 clusters
  Score: Raw -147865.811290 + Penalty 2371.774692 = -145494.036599
  nChanged 10
		SP:Iteration 17Q (35556.110000 sec): 3 clusters
  Score: Raw -147869.479653 + Penalty 2371.774692 = -145497.704961
  nChanged 6
		SP:Iteration 18Q (35556.250000 sec): 3 clusters
  Score: Raw -147873.463524 + Penalty 2371.774692 = -145501.688832
  nChanged 7
		SP:Iteration 19Q (35556.460000 sec): 3 clusters
  Score: Raw -147876.473692 + Penalty 2371.774692 = -145504.699000
  nChanged 5
		SP:Iteration 20F (35556.650000 sec): 3 clusters
  Score: Raw -147877.872916 + Penalty 2371.774692 = -145506.098224
  nChanged 2
		SP:Iteration 21Q (35556.830000 sec): 3 clusters
  Score: Raw -147878.967090 + Penalty 2371.774692 = -145507.192398
  nChanged 2
		SP:Iteration 22Q (35556.980000 sec): 3 clusters
  Score: Raw -147883.778121 + Penalty 2371.774692 = -145512.003429
  nChanged 2
		SP:Iteration 23Q (35557.180000 sec): 3 clusters
  Score: Raw -147885.556285 + Penalty 2371.774692 = -145513.781593
  nChanged 1
		SP:Iteration 24Q (35557.350000 sec): 3 clusters
  Score: Raw -147885.849416 + Penalty 2371.774692 = -145514.074724
  nChanged 0
		SP:Iteration 25F (35557.550000 sec): 3 clusters
  Score: Raw -147885.849416 + Penalty 2371.774692 = -145514.074724
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35557.680000 sec): 2 clusters
  Score: Raw -286499.596797 + Penalty 1286.481217 = -285213.115580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35557.840000 sec): 3 clusters
  Score: Raw -285220.660778 + Penalty 2572.962435 = -282647.698344
  nChanged 1014
		SP:Iteration 1F (35558.050000 sec): 3 clusters
  Score: Raw -285823.387122 + Penalty 2572.962435 = -283250.424688
  nChanged 194
		SP:Iteration 2F (35558.240000 sec): 3 clusters
  Score: Raw -285941.687753 + Penalty 2572.962435 = -283368.725319
  nChanged 128
		SP:Iteration 3Q (35558.420000 sec): 3 clusters
  Score: Raw -286015.935109 + Penalty 2572.962435 = -283442.972674
  nChanged 96
		SP:Iteration 4Q (35558.640000 sec): 3 clusters
  Score: Raw -286068.983083 + Penalty 2572.962435 = -283496.020649
  nChanged 73
		SP:Iteration 5Q (35558.840000 sec): 3 clusters
  Score: Raw -286110.548134 + Penalty 2572.962435 = -283537.585700
  nChanged 59
		SP:Iteration 6Q (35559.040000 sec): 3 clusters
  Score: Raw -286139.511291 + Penalty 2572.962435 = -283566.548857
  nChanged 41
		SP:Iteration 7Q (35559.210000 sec): 3 clusters
  Score: Raw -286159.526633 + Penalty 2572.962435 = -283586.564198
  nChanged 35
		SP:Iteration 8Q (35559.380000 sec): 3 clusters
  Score: Raw -286174.030987 + Penalty 2572.962435 = -283601.068552
  nChanged 43
		SP:Iteration 9Q (35559.590000 sec): 3 clusters
  Score: Raw -286187.595614 + Penalty 2572.962435 = -283614.633179
  nChanged 22
		SP:Iteration 10Q (35559.760000 sec): 3 clusters
  Score: Raw -286194.825110 + Penalty 2572.962435 = -283621.862675
  nChanged 21
		SP:Iteration 11Q (35559.940000 sec): 3 clusters
  Score: Raw -286204.337355 + Penalty 2572.962435 = -283631.374920
  nChanged 20
		SP:Iteration 12Q (35560.140000 sec): 3 clusters
  Score: Raw -286213.636506 + Penalty 2572.962435 = -283640.674072
  nChanged 15
		SP:Iteration 13Q (35560.320000 sec): 3 clusters
  Score: Raw -286222.466449 + Penalty 2572.962435 = -283649.504015
  nChanged 12
		SP:Iteration 14Q (35560.530000 sec): 3 clusters
  Score: Raw -286228.475628 + Penalty 2572.962435 = -283655.513194
  nChanged 14
		SP:Iteration 15Q (35560.760000 sec): 3 clusters
  Score: Raw -286232.464204 + Penalty 2572.962435 = -283659.501769
  nChanged 10
		SP:Iteration 16Q (35560.950000 sec): 3 clusters
  Score: Raw -286235.808525 + Penalty 2572.962435 = -283662.846090
  nChanged 8
		SP:Iteration 17Q (35561.150000 sec): 3 clusters
  Score: Raw -286238.040389 + Penalty 2572.962435 = -283665.077954
  nChanged 6
		SP:Iteration 18Q (35561.360000 sec): 3 clusters
  Score: Raw -286239.072248 + Penalty 2572.962435 = -283666.109814
  nChanged 5
		SP:Iteration 19Q (35561.520000 sec): 3 clusters
  Score: Raw -286240.596809 + Penalty 2572.962435 = -283667.634374
  nChanged 4
		SP:Iteration 20F (35561.730000 sec): 3 clusters
  Score: Raw -286241.184707 + Penalty 2572.962435 = -283668.222272
  nChanged 7
		SP:Iteration 21Q (35561.870000 sec): 3 clusters
  Score: Raw -286242.735535 + Penalty 2572.962435 = -283669.773101
  nChanged 5
		SP:Iteration 22Q (35562.070000 sec): 3 clusters
  Score: Raw -286243.483479 + Penalty 2572.962435 = -283670.521044
  nChanged 7
		SP:Iteration 23Q (35562.250000 sec): 3 clusters
  Score: Raw -286245.238290 + Penalty 2572.962435 = -283672.275855
  nChanged 5
		SP:Iteration 24Q (35562.450000 sec): 3 clusters
  Score: Raw -286246.248567 + Penalty 2572.962435 = -283673.286133
  nChanged 2
		SP:Iteration 25Q (35562.670000 sec): 3 clusters
  Score: Raw -286246.542402 + Penalty 2572.962435 = -283673.579968
  nChanged 2
		SP:Iteration 26Q (35562.840000 sec): 3 clusters
  Score: Raw -286247.036345 + Penalty 2572.962435 = -283674.073910
  nChanged 2
		SP:Iteration 27Q (35563.020000 sec): 3 clusters
  Score: Raw -286247.316245 + Penalty 2572.962435 = -283674.353811
  nChanged 1
		SP:Iteration 28Q (35563.230000 sec): 3 clusters
  Score: Raw -286247.751439 + Penalty 2572.962435 = -283674.789005
  nChanged 2
		SP:Iteration 29Q (35563.430000 sec): 3 clusters
  Score: Raw -286248.235382 + Penalty 2572.962435 = -283675.272948
  nChanged 0
		SP:Iteration 30F (35563.650000 sec): 3 clusters
  Score: Raw -286248.235382 + Penalty 2572.962435 = -283675.272948
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35563.760000 sec): 2 clusters
  Score: Raw -646550.040931 + Penalty 1419.731712 = -645130.309219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35563.980000 sec): 3 clusters
  Score: Raw -643213.836824 + Penalty 2839.463423 = -640374.373401
  nChanged 2530
		SP:Iteration 1F (35564.180000 sec): 3 clusters
  Score: Raw -644619.912444 + Penalty 2839.463423 = -641780.449021
  nChanged 455
		SP:Iteration 2F (35564.370000 sec): 3 clusters
  Score: Raw -644860.318213 + Penalty 2839.463423 = -642020.854790
  nChanged 349
		SP:Iteration 3F (35564.590000 sec): 3 clusters
  Score: Raw -645029.792462 + Penalty 2839.463423 = -642190.329038
  nChanged 296
		SP:Iteration 4Q (35564.800000 sec): 3 clusters
  Score: Raw -645179.984150 + Penalty 2839.463423 = -642340.520727
  nChanged 281
		SP:Iteration 5Q (35565.010000 sec): 3 clusters
  Score: Raw -645329.444059 + Penalty 2839.463423 = -642489.980636
  nChanged 257
		SP:Iteration 6Q (35565.230000 sec): 3 clusters
  Score: Raw -645454.342541 + Penalty 2839.463423 = -642614.879118
  nChanged 225
		SP:Iteration 7Q (35565.450000 sec): 3 clusters
  Score: Raw -645575.075464 + Penalty 2839.463423 = -642735.612040
  nChanged 238
		SP:Iteration 8Q (35565.680000 sec): 3 clusters
  Score: Raw -645709.453926 + Penalty 2839.463423 = -642869.990502
  nChanged 228
		SP:Iteration 9Q (35565.910000 sec): 3 clusters
  Score: Raw -645829.439665 + Penalty 2839.463423 = -642989.976241
  nChanged 201
		SP:Iteration 10Q (35566.090000 sec): 3 clusters
  Score: Raw -645932.698305 + Penalty 2839.463423 = -643093.234882
  nChanged 196
		SP:Iteration 11Q (35566.260000 sec): 3 clusters
  Score: Raw -646037.960034 + Penalty 2839.463423 = -643198.496611
  nChanged 185
		SP:Iteration 12Q (35566.470000 sec): 3 clusters
  Score: Raw -646140.550408 + Penalty 2839.463423 = -643301.086985
  nChanged 155
		SP:Iteration 13Q (35566.680000 sec): 3 clusters
  Score: Raw -646241.557558 + Penalty 2839.463423 = -643402.094135
  nChanged 153
		SP:Iteration 14Q (35566.830000 sec): 3 clusters
  Score: Raw -646331.625964 + Penalty 2839.463423 = -643492.162541
  nChanged 132
		SP:Iteration 15Q (35567.060000 sec): 3 clusters
  Score: Raw -646401.846186 + Penalty 2839.463423 = -643562.382763
  nChanged 117
		SP:Iteration 16Q (35567.220000 sec): 3 clusters
  Score: Raw -646466.670615 + Penalty 2839.463423 = -643627.207192
  nChanged 87
		SP:Iteration 17Q (35567.400000 sec): 3 clusters
  Score: Raw -646512.933199 + Penalty 2839.463423 = -643673.469776
  nChanged 92
		SP:Iteration 18Q (35567.640000 sec): 3 clusters
  Score: Raw -646569.579974 + Penalty 2839.463423 = -643730.116551
  nChanged 81
		SP:Iteration 19Q (35567.840000 sec): 3 clusters
  Score: Raw -646622.165555 + Penalty 2839.463423 = -643782.702132
  nChanged 64
		SP:Iteration 20F (35568.060000 sec): 3 clusters
  Score: Raw -646663.038690 + Penalty 2839.463423 = -643823.575267
  nChanged 57
		SP:Iteration 21Q (35568.290000 sec): 3 clusters
  Score: Raw -646694.504868 + Penalty 2839.463423 = -643855.041444
  nChanged 53
		SP:Iteration 22Q (35568.480000 sec): 3 clusters
  Score: Raw -646720.389713 + Penalty 2839.463423 = -643880.926290
  nChanged 29
		SP:Iteration 23Q (35568.660000 sec): 3 clusters
  Score: Raw -646732.303288 + Penalty 2839.463423 = -643892.839864
  nChanged 24
		SP:Iteration 24Q (35568.840000 sec): 3 clusters
  Score: Raw -646742.448066 + Penalty 2839.463423 = -643902.984642
  nChanged 19
		SP:Iteration 25Q (35569.050000 sec): 3 clusters
  Score: Raw -646752.828630 + Penalty 2839.463423 = -643913.365207
  nChanged 19
		SP:Iteration 26Q (35569.250000 sec): 3 clusters
  Score: Raw -646764.203807 + Penalty 2839.463423 = -643924.740383
  nChanged 25
		SP:Iteration 27Q (35569.420000 sec): 3 clusters
  Score: Raw -646776.599617 + Penalty 2839.463423 = -643937.136194
  nChanged 23
		SP:Iteration 28Q (35569.640000 sec): 3 clusters
  Score: Raw -646789.228929 + Penalty 2839.463423 = -643949.765506
  nChanged 20
		SP:Iteration 29Q (35569.860000 sec): 3 clusters
  Score: Raw -646799.475767 + Penalty 2839.463423 = -643960.012344
  nChanged 21
		SP:Iteration 30Q (35570.070000 sec): 3 clusters
  Score: Raw -646811.270345 + Penalty 2839.463423 = -643971.806922
  nChanged 18
		SP:Iteration 31Q (35570.290000 sec): 3 clusters
  Score: Raw -646819.208041 + Penalty 2839.463423 = -643979.744618
  nChanged 17
		SP:Iteration 32Q (35570.450000 sec): 3 clusters
  Score: Raw -646828.579410 + Penalty 2839.463423 = -643989.115987
  nChanged 18
		SP:Iteration 33Q (35570.640000 sec): 3 clusters
  Score: Raw -646837.169967 + Penalty 2839.463423 = -643997.706544
  nChanged 14
		SP:Iteration 34Q (35570.890000 sec): 3 clusters
  Score: Raw -646844.187181 + Penalty 2839.463423 = -644004.723758
  nChanged 12
		SP:Iteration 35Q (35571.090000 sec): 3 clusters
  Score: Raw -646850.258723 + Penalty 2839.463423 = -644010.795300
  nChanged 10
		SP:Iteration 36Q (35571.300000 sec): 3 clusters
  Score: Raw -646855.425348 + Penalty 2839.463423 = -644015.961924
  nChanged 9
		SP:Iteration 37Q (35571.480000 sec): 3 clusters
  Score: Raw -646858.509512 + Penalty 2839.463423 = -644019.046088
  nChanged 6
		SP:Iteration 38Q (35571.730000 sec): 3 clusters
  Score: Raw -646861.305086 + Penalty 2839.463423 = -644021.841663
  nChanged 6
		SP:Iteration 39Q (35571.940000 sec): 3 clusters
  Score: Raw -646863.777359 + Penalty 2839.463423 = -644024.313936
  nChanged 5
		SP:Iteration 40F (35572.130000 sec): 3 clusters
  Score: Raw -646865.483240 + Penalty 2839.463423 = -644026.019817
  nChanged 2
		SP:Iteration 41Q (35572.330000 sec): 3 clusters
  Score: Raw -646866.539080 + Penalty 2839.463423 = -644027.075657
  nChanged 0
		SP:Iteration 42F (35572.560000 sec): 3 clusters
  Score: Raw -646866.539080 + Penalty 2839.463423 = -644027.075657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35572.660000 sec): 2 clusters
  Score: Raw -180821.575323 + Penalty 1210.259583 = -179611.315740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35572.840000 sec): 3 clusters
  Score: Raw -180116.597425 + Penalty 2420.519166 = -177696.078259
  nChanged 597
		SP:Iteration 1F (35573.060000 sec): 3 clusters
  Score: Raw -180485.111112 + Penalty 2420.519166 = -178064.591946
  nChanged 126
		SP:Iteration 2F (35573.260000 sec): 3 clusters
  Score: Raw -180573.325764 + Penalty 2420.519166 = -178152.806598
  nChanged 73
		SP:Iteration 3Q (35573.430000 sec): 3 clusters
  Score: Raw -180623.058309 + Penalty 2420.519166 = -178202.539143
  nChanged 50
		SP:Iteration 4Q (35573.640000 sec): 3 clusters
  Score: Raw -180652.645362 + Penalty 2420.519166 = -178232.126196
  nChanged 27
		SP:Iteration 5Q (35573.840000 sec): 3 clusters
  Score: Raw -180671.177294 + Penalty 2420.519166 = -178250.658128
  nChanged 33
		SP:Iteration 6Q (35574.070000 sec): 3 clusters
  Score: Raw -180690.785328 + Penalty 2420.519166 = -178270.266162
  nChanged 21
		SP:Iteration 7Q (35574.250000 sec): 3 clusters
  Score: Raw -180702.706791 + Penalty 2420.519166 = -178282.187625
  nChanged 20
		SP:Iteration 8Q (35574.470000 sec): 3 clusters
  Score: Raw -180713.326020 + Penalty 2420.519166 = -178292.806854
  nChanged 11
		SP:Iteration 9Q (35574.660000 sec): 3 clusters
  Score: Raw -180718.617874 + Penalty 2420.519166 = -178298.098708
  nChanged 10
		SP:Iteration 10Q (35574.910000 sec): 3 clusters
  Score: Raw -180723.679425 + Penalty 2420.519166 = -178303.160259
  nChanged 7
		SP:Iteration 11Q (35575.060000 sec): 3 clusters
  Score: Raw -180727.585873 + Penalty 2420.519166 = -178307.066707
  nChanged 6
		SP:Iteration 12Q (35575.240000 sec): 3 clusters
  Score: Raw -180731.835207 + Penalty 2420.519166 = -178311.316041
  nChanged 5
		SP:Iteration 13Q (35575.450000 sec): 3 clusters
  Score: Raw -180733.690250 + Penalty 2420.519166 = -178313.171084
  nChanged 3
		SP:Iteration 14Q (35575.630000 sec): 3 clusters
  Score: Raw -180736.395895 + Penalty 2420.519166 = -178315.876729
  nChanged 8
		SP:Iteration 15Q (35575.830000 sec): 3 clusters
  Score: Raw -180739.808323 + Penalty 2420.519166 = -178319.289157
  nChanged 5
		SP:Iteration 16Q (35576.060000 sec): 3 clusters
  Score: Raw -180742.694362 + Penalty 2420.519166 = -178322.175196
  nChanged 3
		SP:Iteration 17Q (35576.220000 sec): 3 clusters
  Score: Raw -180744.092633 + Penalty 2420.519166 = -178323.573467
  nChanged 2
		SP:Iteration 18Q (35576.380000 sec): 3 clusters
  Score: Raw -180745.726351 + Penalty 2420.519166 = -178325.207185
  nChanged 2
		SP:Iteration 19Q (35576.570000 sec): 3 clusters
  Score: Raw -180746.652865 + Penalty 2420.519166 = -178326.133699
  nChanged 2
		SP:Iteration 20F (35576.760000 sec): 3 clusters
  Score: Raw -180747.107700 + Penalty 2420.519166 = -178326.588533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35576.870000 sec): 2 clusters
  Score: Raw -620297.702834 + Penalty 1419.653417 = -618878.049417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35577.090000 sec): 3 clusters
  Score: Raw -617065.384106 + Penalty 2839.306834 = -614226.077271
  nChanged 2559
		SP:Iteration 1F (35577.280000 sec): 3 clusters
  Score: Raw -618452.696274 + Penalty 2839.306834 = -615613.389439
  nChanged 450
		SP:Iteration 2F (35577.540000 sec): 3 clusters
  Score: Raw -618711.910108 + Penalty 2839.306834 = -615872.603274
  nChanged 350
		SP:Iteration 3F (35577.710000 sec): 3 clusters
  Score: Raw -618895.049769 + Penalty 2839.306834 = -616055.742935
  nChanged 282
		SP:Iteration 4Q (35577.950000 sec): 3 clusters
  Score: Raw -619039.695044 + Penalty 2839.306834 = -616200.388209
  nChanged 264
		SP:Iteration 5Q (35578.120000 sec): 3 clusters
  Score: Raw -619186.772885 + Penalty 2839.306834 = -616347.466051
  nChanged 270
		SP:Iteration 6Q (35578.340000 sec): 3 clusters
  Score: Raw -619321.462779 + Penalty 2839.306834 = -616482.155944
  nChanged 247
		SP:Iteration 7Q (35578.550000 sec): 3 clusters
  Score: Raw -619428.555446 + Penalty 2839.306834 = -616589.248612
  nChanged 228
		SP:Iteration 8Q (35578.810000 sec): 3 clusters
  Score: Raw -619522.382087 + Penalty 2839.306834 = -616683.075252
  nChanged 211
		SP:Iteration 9Q (35578.980000 sec): 3 clusters
  Score: Raw -619619.450037 + Penalty 2839.306834 = -616780.143203
  nChanged 215
		SP:Iteration 10Q (35579.220000 sec): 3 clusters
  Score: Raw -619737.274030 + Penalty 2839.306834 = -616897.967196
  nChanged 247
		SP:Iteration 11Q (35579.430000 sec): 3 clusters
  Score: Raw -619873.778793 + Penalty 2839.306834 = -617034.471959
  nChanged 236
		SP:Iteration 12Q (35579.620000 sec): 3 clusters
  Score: Raw -620007.306547 + Penalty 2839.306834 = -617167.999713
  nChanged 217
		SP:Iteration 13Q (35579.880000 sec): 3 clusters
  Score: Raw -620147.532660 + Penalty 2839.306834 = -617308.225826
  nChanged 228
		SP:Iteration 14Q (35580.040000 sec): 3 clusters
  Score: Raw -620301.317017 + Penalty 2839.306834 = -617462.010182
  nChanged 186
		SP:Iteration 15Q (35580.280000 sec): 3 clusters
  Score: Raw -620424.725663 + Penalty 2839.306834 = -617585.418828
  nChanged 173
		SP:Iteration 16Q (35580.480000 sec): 3 clusters
  Score: Raw -620537.707096 + Penalty 2839.306834 = -617698.400262
  nChanged 146
		SP:Iteration 17Q (35580.620000 sec): 3 clusters
  Score: Raw -620628.649629 + Penalty 2839.306834 = -617789.342794
  nChanged 114
		SP:Iteration 18Q (35580.880000 sec): 3 clusters
  Score: Raw -620694.854693 + Penalty 2839.306834 = -617855.547858
  nChanged 91
		SP:Iteration 19Q (35581.070000 sec): 3 clusters
  Score: Raw -620741.121852 + Penalty 2839.306834 = -617901.815018
  nChanged 69
		SP:Iteration 20F (35581.290000 sec): 3 clusters
  Score: Raw -620777.294557 + Penalty 2839.306834 = -617937.987723
  nChanged 61
		SP:Iteration 21Q (35581.520000 sec): 3 clusters
  Score: Raw -620802.907401 + Penalty 2839.306834 = -617963.600567
  nChanged 55
		SP:Iteration 22Q (35581.760000 sec): 3 clusters
  Score: Raw -620826.062611 + Penalty 2839.306834 = -617986.755776
  nChanged 39
		SP:Iteration 23Q (35582.010000 sec): 3 clusters
  Score: Raw -620840.995672 + Penalty 2839.306834 = -618001.688838
  nChanged 38
		SP:Iteration 24Q (35582.180000 sec): 3 clusters
  Score: Raw -620854.599659 + Penalty 2839.306834 = -618015.292824
  nChanged 26
		SP:Iteration 25Q (35582.420000 sec): 3 clusters
  Score: Raw -620862.922694 + Penalty 2839.306834 = -618023.615860
  nChanged 35
		SP:Iteration 26Q (35582.630000 sec): 3 clusters
  Score: Raw -620875.423086 + Penalty 2839.306834 = -618036.116251
  nChanged 30
		SP:Iteration 27Q (35582.830000 sec): 3 clusters
  Score: Raw -620886.259107 + Penalty 2839.306834 = -618046.952272
  nChanged 26
		SP:Iteration 28Q (35583.030000 sec): 3 clusters
  Score: Raw -620896.077839 + Penalty 2839.306834 = -618056.771004
  nChanged 20
		SP:Iteration 29Q (35583.260000 sec): 3 clusters
  Score: Raw -620902.975303 + Penalty 2839.306834 = -618063.668469
  nChanged 20
		SP:Iteration 30Q (35583.460000 sec): 3 clusters
  Score: Raw -620909.307774 + Penalty 2839.306834 = -618070.000940
  nChanged 25
		SP:Iteration 31Q (35583.640000 sec): 3 clusters
  Score: Raw -620918.497809 + Penalty 2839.306834 = -618079.190974
  nChanged 19
		SP:Iteration 32Q (35583.840000 sec): 3 clusters
  Score: Raw -620924.732203 + Penalty 2839.306834 = -618085.425369
  nChanged 15
		SP:Iteration 33Q (35584.070000 sec): 3 clusters
  Score: Raw -620930.361983 + Penalty 2839.306834 = -618091.055149
  nChanged 11
		SP:Iteration 34Q (35584.290000 sec): 3 clusters
  Score: Raw -620933.656278 + Penalty 2839.306834 = -618094.349443
  nChanged 11
		SP:Iteration 35Q (35584.490000 sec): 3 clusters
  Score: Raw -620937.727803 + Penalty 2839.306834 = -618098.420969
  nChanged 6
		SP:Iteration 36Q (35584.700000 sec): 3 clusters
  Score: Raw -620939.567067 + Penalty 2839.306834 = -618100.260232
  nChanged 2
		SP:Iteration 37Q (35584.880000 sec): 3 clusters
  Score: Raw -620940.741436 + Penalty 2839.306834 = -618101.434601
  nChanged 3
		SP:Iteration 38Q (35585.080000 sec): 3 clusters
  Score: Raw -620941.864931 + Penalty 2839.306834 = -618102.558096
  nChanged 8
		SP:Iteration 39Q (35585.280000 sec): 3 clusters
  Score: Raw -620944.197303 + Penalty 2839.306834 = -618104.890468
  nChanged 7
		SP:Iteration 40F (35585.530000 sec): 3 clusters
  Score: Raw -620946.038330 + Penalty 2839.306834 = -618106.731495
  nChanged 5
		SP:Iteration 41Q (35585.760000 sec): 3 clusters
  Score: Raw -620947.064077 + Penalty 2839.306834 = -618107.757242
  nChanged 4
		SP:Iteration 42Q (35585.980000 sec): 3 clusters
  Score: Raw -620948.857938 + Penalty 2839.306834 = -618109.551104
  nChanged 5
		SP:Iteration 43Q (35586.240000 sec): 3 clusters
  Score: Raw -620951.277017 + Penalty 2839.306834 = -618111.970183
  nChanged 2
		SP:Iteration 44Q (35586.440000 sec): 3 clusters
  Score: Raw -620951.965655 + Penalty 2839.306834 = -618112.658820
  nChanged 1
		SP:Iteration 45Q (35586.670000 sec): 3 clusters
  Score: Raw -620952.153323 + Penalty 2839.306834 = -618112.846488
  nChanged 1
		SP:Iteration 46Q (35586.850000 sec): 3 clusters
  Score: Raw -620952.281907 + Penalty 2839.306834 = -618112.975073
  nChanged 0
		SP:Iteration 47F (35587.070000 sec): 3 clusters
  Score: Raw -620952.281907 + Penalty 2839.306834 = -618112.975073
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35587.260000 sec): 2 clusters
  Score: Raw -2308228.184275 + Penalty 1630.109149 = -2306598.075126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35587.480000 sec): 3 clusters
  Score: Raw -2294376.420136 + Penalty 3260.218298 = -2291116.201839
  nChanged 10376
		SP:Iteration 1F (35587.810000 sec): 3 clusters
  Score: Raw -2299994.721057 + Penalty 3260.218298 = -2296734.502759
  nChanged 1011
		SP:Iteration 2Q (35588.100000 sec): 3 clusters
  Score: Raw -2300318.787381 + Penalty 3260.218298 = -2297058.569083
  nChanged 1004
		SP:Iteration 3Q (35588.440000 sec): 3 clusters
  Score: Raw -2300689.726027 + Penalty 3260.218298 = -2297429.507729
  nChanged 1128
		SP:Iteration 4Q (35588.760000 sec): 3 clusters
  Score: Raw -2301225.229608 + Penalty 3260.218298 = -2297965.011310
  nChanged 1429
		SP:Iteration 5F (35589.030000 sec): 3 clusters
  Score: Raw -2302110.669815 + Penalty 3260.218298 = -2298850.451517
  nChanged 1761
		SP:Iteration 6F (35589.310000 sec): 3 clusters
  Score: Raw -2303482.190955 + Penalty 3260.218298 = -2300221.972657
  nChanged 1878
		SP:Iteration 7F (35589.570000 sec): 3 clusters
  Score: Raw -2305177.660890 + Penalty 3260.218298 = -2301917.442592
  nChanged 1531
		SP:Iteration 8F (35589.910000 sec): 3 clusters
  Score: Raw -2306627.723916 + Penalty 3260.218298 = -2303367.505618
  nChanged 971
		SP:Iteration 9Q (35590.170000 sec): 3 clusters
  Score: Raw -2307560.810609 + Penalty 3260.218298 = -2304300.592311
  nChanged 496
		SP:Iteration 10Q (35590.470000 sec): 3 clusters
  Score: Raw -2308024.280783 + Penalty 3260.218298 = -2304764.062485
  nChanged 205
		SP:Iteration 11Q (35590.770000 sec): 3 clusters
  Score: Raw -2308218.569478 + Penalty 3260.218298 = -2304958.351180
  nChanged 97
		SP:Iteration 12Q (35590.980000 sec): 3 clusters
  Score: Raw -2308332.786224 + Penalty 3260.218298 = -2305072.567926
  nChanged 51
		SP:Iteration 13Q (35591.280000 sec): 3 clusters
  Score: Raw -2308391.297710 + Penalty 3260.218298 = -2305131.079412
  nChanged 25
		SP:Iteration 14Q (35591.590000 sec): 3 clusters
  Score: Raw -2308428.072828 + Penalty 3260.218298 = -2305167.854530
  nChanged 18
		SP:Iteration 15Q (35591.810000 sec): 3 clusters
  Score: Raw -2308451.464528 + Penalty 3260.218298 = -2305191.246230
  nChanged 16
		SP:Iteration 16Q (35592.120000 sec): 3 clusters
  Score: Raw -2308466.305129 + Penalty 3260.218298 = -2305206.086831
  nChanged 8
		SP:Iteration 17Q (35592.360000 sec): 3 clusters
  Score: Raw -2308475.017072 + Penalty 3260.218298 = -2305214.798774
  nChanged 5
		SP:Iteration 18Q (35592.650000 sec): 3 clusters
  Score: Raw -2308478.546249 + Penalty 3260.218298 = -2305218.327951
  nChanged 3
		SP:Iteration 19Q (35592.870000 sec): 3 clusters
  Score: Raw -2308481.809040 + Penalty 3260.218298 = -2305221.590742
  nChanged 3
		SP:Iteration 20F (35593.180000 sec): 3 clusters
  Score: Raw -2308484.853069 + Penalty 3260.218298 = -2305224.634771
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35593.310000 sec): 2 clusters
  Score: Raw -350979.982325 + Penalty 1338.762251 = -349641.220074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35593.470000 sec): 3 clusters
  Score: Raw -349157.099645 + Penalty 2677.524502 = -346479.575143
  nChanged 1484
		SP:Iteration 1F (35593.640000 sec): 3 clusters
  Score: Raw -350123.929952 + Penalty 2677.524502 = -347446.405450
  nChanged 325
		SP:Iteration 2F (35593.830000 sec): 3 clusters
  Score: Raw -350370.037762 + Penalty 2677.524502 = -347692.513260
  nChanged 233
		SP:Iteration 3F (35594.010000 sec): 3 clusters
  Score: Raw -350560.738871 + Penalty 2677.524502 = -347883.214368
  nChanged 209
		SP:Iteration 4F (35594.200000 sec): 3 clusters
  Score: Raw -350764.645851 + Penalty 2677.524502 = -348087.121348
  nChanged 205
		SP:Iteration 5F (35594.350000 sec): 3 clusters
  Score: Raw -350934.830646 + Penalty 2677.524502 = -348257.306143
  nChanged 182
		SP:Iteration 6Q (35594.550000 sec): 3 clusters
  Score: Raw -351075.634323 + Penalty 2677.524502 = -348398.109820
  nChanged 152
		SP:Iteration 7Q (35594.690000 sec): 3 clusters
  Score: Raw -351184.629104 + Penalty 2677.524502 = -348507.104602
  nChanged 123
		SP:Iteration 8Q (35594.880000 sec): 3 clusters
  Score: Raw -351265.994693 + Penalty 2677.524502 = -348588.470191
  nChanged 101
		SP:Iteration 9Q (35595.030000 sec): 3 clusters
  Score: Raw -351344.555882 + Penalty 2677.524502 = -348667.031380
  nChanged 98
		SP:Iteration 10Q (35595.190000 sec): 3 clusters
  Score: Raw -351421.948533 + Penalty 2677.524502 = -348744.424031
  nChanged 91
		SP:Iteration 11Q (35595.340000 sec): 3 clusters
  Score: Raw -351488.740340 + Penalty 2677.524502 = -348811.215838
  nChanged 93
		SP:Iteration 12Q (35595.530000 sec): 3 clusters
  Score: Raw -351550.578586 + Penalty 2677.524502 = -348873.054083
  nChanged 97
		SP:Iteration 13Q (35595.670000 sec): 3 clusters
  Score: Raw -351645.609275 + Penalty 2677.524502 = -348968.084773
  nChanged 118
		SP:Iteration 14Q (35595.860000 sec): 3 clusters
  Score: Raw -351739.865971 + Penalty 2677.524502 = -349062.341469
  nChanged 91
		SP:Iteration 15Q (35596.000000 sec): 3 clusters
  Score: Raw -351805.620822 + Penalty 2677.524502 = -349128.096320
  nChanged 69
		SP:Iteration 16Q (35596.190000 sec): 3 clusters
  Score: Raw -351850.980657 + Penalty 2677.524502 = -349173.456155
  nChanged 56
		SP:Iteration 17Q (35596.340000 sec): 3 clusters
  Score: Raw -351888.999697 + Penalty 2677.524502 = -349211.475195
  nChanged 48
		SP:Iteration 18Q (35596.480000 sec): 3 clusters
  Score: Raw -351920.626298 + Penalty 2677.524502 = -349243.101796
  nChanged 56
		SP:Iteration 19Q (35596.670000 sec): 3 clusters
  Score: Raw -351957.814959 + Penalty 2677.524502 = -349280.290457
  nChanged 54
		SP:Iteration 20F (35596.840000 sec): 3 clusters
  Score: Raw -351989.786821 + Penalty 2677.524502 = -349312.262318
  nChanged 44
		SP:Iteration 21Q (35597.050000 sec): 3 clusters
  Score: Raw -352009.900852 + Penalty 2677.524502 = -349332.376350
  nChanged 38
		SP:Iteration 22Q (35597.200000 sec): 3 clusters
  Score: Raw -352024.427734 + Penalty 2677.524502 = -349346.903232
  nChanged 18
		SP:Iteration 23Q (35597.400000 sec): 3 clusters
  Score: Raw -352030.303974 + Penalty 2677.524502 = -349352.779472
  nChanged 20
		SP:Iteration 24Q (35597.570000 sec): 3 clusters
  Score: Raw -352035.237768 + Penalty 2677.524502 = -349357.713266
  nChanged 14
		SP:Iteration 25Q (35597.720000 sec): 3 clusters
  Score: Raw -352039.185799 + Penalty 2677.524502 = -349361.661297
  nChanged 12
		SP:Iteration 26Q (35597.920000 sec): 3 clusters
  Score: Raw -352043.919808 + Penalty 2677.524502 = -349366.395305
  nChanged 14
		SP:Iteration 27Q (35598.060000 sec): 3 clusters
  Score: Raw -352048.342926 + Penalty 2677.524502 = -349370.818424
  nChanged 15
		SP:Iteration 28Q (35598.260000 sec): 3 clusters
  Score: Raw -352054.677969 + Penalty 2677.524502 = -349377.153466
  nChanged 13
		SP:Iteration 29Q (35598.440000 sec): 3 clusters
  Score: Raw -352059.077739 + Penalty 2677.524502 = -349381.553237
  nChanged 8
		SP:Iteration 30Q (35598.610000 sec): 3 clusters
  Score: Raw -352061.764706 + Penalty 2677.524502 = -349384.240204
  nChanged 8
		SP:Iteration 31Q (35598.800000 sec): 3 clusters
  Score: Raw -352064.332423 + Penalty 2677.524502 = -349386.807921
  nChanged 7
		SP:Iteration 32Q (35598.970000 sec): 3 clusters
  Score: Raw -352066.135282 + Penalty 2677.524502 = -349388.610780
  nChanged 7
		SP:Iteration 33Q (35599.130000 sec): 3 clusters
  Score: Raw -352067.851073 + Penalty 2677.524502 = -349390.326571
  nChanged 8
		SP:Iteration 34Q (35599.330000 sec): 3 clusters
  Score: Raw -352070.011098 + Penalty 2677.524502 = -349392.486596
  nChanged 6
		SP:Iteration 35Q (35599.470000 sec): 3 clusters
  Score: Raw -352071.230133 + Penalty 2677.524502 = -349393.705631
  nChanged 6
		SP:Iteration 36Q (35599.610000 sec): 3 clusters
  Score: Raw -352074.033178 + Penalty 2677.524502 = -349396.508676
  nChanged 5
		SP:Iteration 37Q (35599.780000 sec): 3 clusters
  Score: Raw -352075.692145 + Penalty 2677.524502 = -349398.167642
  nChanged 5
		SP:Iteration 38Q (35599.990000 sec): 3 clusters
  Score: Raw -352078.765434 + Penalty 2677.524502 = -349401.240932
  nChanged 7
		SP:Iteration 39Q (35600.120000 sec): 3 clusters
  Score: Raw -352080.340570 + Penalty 2677.524502 = -349402.816068
  nChanged 5
		SP:Iteration 40F (35600.310000 sec): 3 clusters
  Score: Raw -352081.795808 + Penalty 2677.524502 = -349404.271305
  nChanged 4
		SP:Iteration 41Q (35600.470000 sec): 3 clusters
  Score: Raw -352082.770824 + Penalty 2677.524502 = -349405.246322
  nChanged 3
		SP:Iteration 42Q (35600.630000 sec): 3 clusters
  Score: Raw -352083.616100 + Penalty 2677.524502 = -349406.091598
  nChanged 4
		SP:Iteration 43Q (35600.840000 sec): 3 clusters
  Score: Raw -352084.980266 + Penalty 2677.524502 = -349407.455763
  nChanged 5
		SP:Iteration 44Q (35600.970000 sec): 3 clusters
  Score: Raw -352087.793522 + Penalty 2677.524502 = -349410.269020
  nChanged 5
		SP:Iteration 45Q (35601.160000 sec): 3 clusters
  Score: Raw -352088.890412 + Penalty 2677.524502 = -349411.365909
  nChanged 2
		SP:Iteration 46Q (35601.380000 sec): 3 clusters
  Score: Raw -352089.546655 + Penalty 2677.524502 = -349412.022153
  nChanged 3
		SP:Iteration 47Q (35601.520000 sec): 3 clusters
  Score: Raw -352090.615871 + Penalty 2677.524502 = -349413.091368
  nChanged 5
		SP:Iteration 48Q (35601.740000 sec): 3 clusters
  Score: Raw -352092.438682 + Penalty 2677.524502 = -349414.914179
  nChanged 8
		SP:Iteration 49Q (35601.900000 sec): 3 clusters
  Score: Raw -352095.843988 + Penalty 2677.524502 = -349418.319486
  nChanged 8
		SP:Iteration 50Q (35602.010000 sec): 3 clusters
  Score: Raw -352098.042336 + Penalty 2677.524502 = -349420.517834
  nChanged 9
		SP:Iteration 51Q (35602.200000 sec): 3 clusters
  Score: Raw -352101.457847 + Penalty 2677.524502 = -349423.933345
  nChanged 5
		SP:Iteration 52Q (35602.380000 sec): 3 clusters
  Score: Raw -352102.606171 + Penalty 2677.524502 = -349425.081668
  nChanged 1
		SP:Iteration 53Q (35602.570000 sec): 3 clusters
  Score: Raw -352102.770213 + Penalty 2677.524502 = -349425.245711
  nChanged 0
		SP:Iteration 54F (35602.780000 sec): 3 clusters
  Score: Raw -352102.770213 + Penalty 2677.524502 = -349425.245711
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35602.840000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35603.030000 sec): 3 clusters
  Score: Raw -13950.208737 + Penalty 1598.993801 = -12351.214936
  nChanged 12
		SP:Iteration 1F (35603.200000 sec): 3 clusters
  Score: Raw -14013.463113 + Penalty 1598.993801 = -12414.469312
  nChanged 6
		SP:Iteration 2Q (35603.360000 sec): 3 clusters
  Score: Raw -14034.186335 + Penalty 1598.993801 = -12435.192535
  nChanged 1
		SP:Iteration 3Q (35603.590000 sec): 3 clusters
  Score: Raw -14042.554386 + Penalty 1598.993801 = -12443.560585
  nChanged 1
		SP:Iteration 4Q (35603.740000 sec): 3 clusters
  Score: Raw -14045.488060 + Penalty 1598.993801 = -12446.494259
  nChanged 0
		SP:Iteration 5F (35603.950000 sec): 3 clusters
  Score: Raw -14045.488060 + Penalty 1598.993801 = -12446.494259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35604.040000 sec): 2 clusters
  Score: Raw -468857.321752 + Penalty 1370.176136 = -467487.145616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35604.220000 sec): 3 clusters
  Score: Raw -466527.584595 + Penalty 2740.352272 = -463787.232323
  nChanged 1850
		SP:Iteration 1F (35604.440000 sec): 3 clusters
  Score: Raw -467576.543237 + Penalty 2740.352272 = -464836.190965
  nChanged 349
		SP:Iteration 2F (35604.630000 sec): 3 clusters
  Score: Raw -467761.090749 + Penalty 2740.352272 = -465020.738477
  nChanged 232
		SP:Iteration 3F (35604.810000 sec): 3 clusters
  Score: Raw -467865.019947 + Penalty 2740.352272 = -465124.667675
  nChanged 170
		SP:Iteration 4Q (35605.000000 sec): 3 clusters
  Score: Raw -467944.616697 + Penalty 2740.352272 = -465204.264425
  nChanged 166
		SP:Iteration 5Q (35605.200000 sec): 3 clusters
  Score: Raw -468020.304098 + Penalty 2740.352272 = -465279.951826
  nChanged 137
		SP:Iteration 6Q (35605.380000 sec): 3 clusters
  Score: Raw -468087.435631 + Penalty 2740.352272 = -465347.083359
  nChanged 137
		SP:Iteration 7Q (35605.600000 sec): 3 clusters
  Score: Raw -468157.020261 + Penalty 2740.352272 = -465416.667989
  nChanged 126
		SP:Iteration 8Q (35605.800000 sec): 3 clusters
  Score: Raw -468219.699131 + Penalty 2740.352272 = -465479.346859
  nChanged 120
		SP:Iteration 9Q (35605.990000 sec): 3 clusters
  Score: Raw -468278.985889 + Penalty 2740.352272 = -465538.633617
  nChanged 122
		SP:Iteration 10Q (35606.200000 sec): 3 clusters
  Score: Raw -468336.283678 + Penalty 2740.352272 = -465595.931406
  nChanged 128
		SP:Iteration 11Q (35606.370000 sec): 3 clusters
  Score: Raw -468404.025403 + Penalty 2740.352272 = -465663.673131
  nChanged 127
		SP:Iteration 12Q (35606.590000 sec): 3 clusters
  Score: Raw -468468.058196 + Penalty 2740.352272 = -465727.705925
  nChanged 118
		SP:Iteration 13Q (35606.820000 sec): 3 clusters
  Score: Raw -468533.256530 + Penalty 2740.352272 = -465792.904258
  nChanged 116
		SP:Iteration 14Q (35606.990000 sec): 3 clusters
  Score: Raw -468606.497873 + Penalty 2740.352272 = -465866.145602
  nChanged 101
		SP:Iteration 15Q (35607.200000 sec): 3 clusters
  Score: Raw -468668.724054 + Penalty 2740.352272 = -465928.371782
  nChanged 105
		SP:Iteration 16Q (35607.400000 sec): 3 clusters
  Score: Raw -468723.218762 + Penalty 2740.352272 = -465982.866491
  nChanged 84
		SP:Iteration 17Q (35607.580000 sec): 3 clusters
  Score: Raw -468779.778727 + Penalty 2740.352272 = -466039.426455
  nChanged 82
		SP:Iteration 18Q (35607.810000 sec): 3 clusters
  Score: Raw -468834.031826 + Penalty 2740.352272 = -466093.679554
  nChanged 69
		SP:Iteration 19Q (35608.000000 sec): 3 clusters
  Score: Raw -468883.171863 + Penalty 2740.352272 = -466142.819591
  nChanged 58
		SP:Iteration 20F (35608.170000 sec): 3 clusters
  Score: Raw -468926.168066 + Penalty 2740.352272 = -466185.815794
  nChanged 56
		SP:Iteration 21Q (35608.360000 sec): 3 clusters
  Score: Raw -468971.416124 + Penalty 2740.352272 = -466231.063852
  nChanged 39
		SP:Iteration 22Q (35608.610000 sec): 3 clusters
  Score: Raw -469000.018963 + Penalty 2740.352272 = -466259.666691
  nChanged 23
		SP:Iteration 23Q (35608.810000 sec): 3 clusters
  Score: Raw -469014.902481 + Penalty 2740.352272 = -466274.550209
  nChanged 15
		SP:Iteration 24Q (35609.000000 sec): 3 clusters
  Score: Raw -469021.700014 + Penalty 2740.352272 = -466281.347742
  nChanged 15
		SP:Iteration 25Q (35609.200000 sec): 3 clusters
  Score: Raw -469029.498294 + Penalty 2740.352272 = -466289.146022
  nChanged 10
		SP:Iteration 26Q (35609.410000 sec): 3 clusters
  Score: Raw -469034.229902 + Penalty 2740.352272 = -466293.877630
  nChanged 11
		SP:Iteration 27Q (35609.610000 sec): 3 clusters
  Score: Raw -469040.965598 + Penalty 2740.352272 = -466300.613326
  nChanged 15
		SP:Iteration 28Q (35609.800000 sec): 3 clusters
  Score: Raw -469054.588643 + Penalty 2740.352272 = -466314.236371
  nChanged 14
		SP:Iteration 29Q (35610.010000 sec): 3 clusters
  Score: Raw -469064.968341 + Penalty 2740.352272 = -466324.616069
  nChanged 17
		SP:Iteration 30Q (35610.220000 sec): 3 clusters
  Score: Raw -469076.880945 + Penalty 2740.352272 = -466336.528673
  nChanged 12
		SP:Iteration 31Q (35610.410000 sec): 3 clusters
  Score: Raw -469085.152699 + Penalty 2740.352272 = -466344.800427
  nChanged 10
		SP:Iteration 32Q (35610.590000 sec): 3 clusters
  Score: Raw -469091.570581 + Penalty 2740.352272 = -466351.218309
  nChanged 9
		SP:Iteration 33Q (35610.790000 sec): 3 clusters
  Score: Raw -469095.464102 + Penalty 2740.352272 = -466355.111830
  nChanged 4
		SP:Iteration 34Q (35611.010000 sec): 3 clusters
  Score: Raw -469096.952986 + Penalty 2740.352272 = -466356.600714
  nChanged 2
		SP:Iteration 35Q (35611.170000 sec): 3 clusters
  Score: Raw -469097.730136 + Penalty 2740.352272 = -466357.377864
  nChanged 1
		SP:Iteration 36Q (35611.400000 sec): 3 clusters
  Score: Raw -469098.204012 + Penalty 2740.352272 = -466357.851740
  nChanged 1
		SP:Iteration 37Q (35611.590000 sec): 3 clusters
  Score: Raw -469098.467098 + Penalty 2740.352272 = -466358.114826
  nChanged 1
		SP:Iteration 38Q (35611.790000 sec): 3 clusters
  Score: Raw -469098.968974 + Penalty 2740.352272 = -466358.616702
  nChanged 1
		SP:Iteration 39Q (35611.940000 sec): 3 clusters
  Score: Raw -469099.455466 + Penalty 2740.352272 = -466359.103194
  nChanged 3
		SP:Iteration 40F (35612.140000 sec): 3 clusters
  Score: Raw -469100.579730 + Penalty 2740.352272 = -466360.227458
  nChanged 3
		SP:Iteration 41Q (35612.340000 sec): 3 clusters
  Score: Raw -469102.633730 + Penalty 2740.352272 = -466362.281458
  nChanged 6
		SP:Iteration 42Q (35612.550000 sec): 3 clusters
  Score: Raw -469104.925963 + Penalty 2740.352272 = -466364.573692
  nChanged 2
		SP:Iteration 43Q (35612.710000 sec): 3 clusters
  Score: Raw -469105.547544 + Penalty 2740.352272 = -466365.195272
  nChanged 1
		SP:Iteration 44Q (35612.920000 sec): 3 clusters
  Score: Raw -469105.862134 + Penalty 2740.352272 = -466365.509862
  nChanged 1
		SP:Iteration 45Q (35613.100000 sec): 3 clusters
  Score: Raw -469106.087549 + Penalty 2740.352272 = -466365.735277
  nChanged 1
		SP:Iteration 46Q (35613.310000 sec): 3 clusters
  Score: Raw -469106.725671 + Penalty 2740.352272 = -466366.373399
  nChanged 1
		SP:Iteration 47Q (35613.520000 sec): 3 clusters
  Score: Raw -469108.056771 + Penalty 2740.352272 = -466367.704499
  nChanged 4
		SP:Iteration 48Q (35613.730000 sec): 3 clusters
  Score: Raw -469109.379250 + Penalty 2740.352272 = -466369.026978
  nChanged 3
		SP:Iteration 49Q (35613.960000 sec): 3 clusters
  Score: Raw -469111.035441 + Penalty 2740.352272 = -466370.683169
  nChanged 4
		SP:Iteration 50Q (35614.170000 sec): 3 clusters
  Score: Raw -469111.855984 + Penalty 2740.352272 = -466371.503713
  nChanged 1
		SP:Iteration 51Q (35614.380000 sec): 3 clusters
  Score: Raw -469112.003500 + Penalty 2740.352272 = -466371.651228
  nChanged 0
		SP:Iteration 52F (35614.560000 sec): 3 clusters
  Score: Raw -469112.003500 + Penalty 2740.352272 = -466371.651228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35614.670000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35614.870000 sec): 3 clusters
  Score: Raw -481935.740665 + Penalty 2725.876488 = -479209.864177
  nChanged 1758
		SP:Iteration 1F (35615.080000 sec): 3 clusters
  Score: Raw -482914.970096 + Penalty 2725.876488 = -480189.093608
  nChanged 298
		SP:Iteration 2F (35615.240000 sec): 3 clusters
  Score: Raw -483055.072085 + Penalty 2725.876488 = -480329.195597
  nChanged 193
		SP:Iteration 3Q (35615.430000 sec): 3 clusters
  Score: Raw -483134.216091 + Penalty 2725.876488 = -480408.339603
  nChanged 158
		SP:Iteration 4Q (35615.600000 sec): 3 clusters
  Score: Raw -483198.719418 + Penalty 2725.876488 = -480472.842930
  nChanged 117
		SP:Iteration 5Q (35615.800000 sec): 3 clusters
  Score: Raw -483243.756924 + Penalty 2725.876488 = -480517.880437
  nChanged 103
		SP:Iteration 6Q (35615.990000 sec): 3 clusters
  Score: Raw -483279.139595 + Penalty 2725.876488 = -480553.263107
  nChanged 91
		SP:Iteration 7Q (35616.160000 sec): 3 clusters
  Score: Raw -483316.909875 + Penalty 2725.876488 = -480591.033387
  nChanged 87
		SP:Iteration 8Q (35616.360000 sec): 3 clusters
  Score: Raw -483349.774465 + Penalty 2725.876488 = -480623.897977
  nChanged 85
		SP:Iteration 9Q (35616.540000 sec): 3 clusters
  Score: Raw -483384.952258 + Penalty 2725.876488 = -480659.075770
  nChanged 92
		SP:Iteration 10Q (35616.760000 sec): 3 clusters
  Score: Raw -483422.954352 + Penalty 2725.876488 = -480697.077864
  nChanged 92
		SP:Iteration 11Q (35616.950000 sec): 3 clusters
  Score: Raw -483459.358780 + Penalty 2725.876488 = -480733.482292
  nChanged 85
		SP:Iteration 12Q (35617.190000 sec): 3 clusters
  Score: Raw -483498.025543 + Penalty 2725.876488 = -480772.149055
  nChanged 86
		SP:Iteration 13Q (35617.380000 sec): 3 clusters
  Score: Raw -483531.761888 + Penalty 2725.876488 = -480805.885400
  nChanged 90
		SP:Iteration 14Q (35617.610000 sec): 3 clusters
  Score: Raw -483573.664976 + Penalty 2725.876488 = -480847.788488
  nChanged 90
		SP:Iteration 15Q (35617.850000 sec): 3 clusters
  Score: Raw -483620.610523 + Penalty 2725.876488 = -480894.734035
  nChanged 105
		SP:Iteration 16Q (35618.040000 sec): 3 clusters
  Score: Raw -483678.859868 + Penalty 2725.876488 = -480952.983380
  nChanged 102
		SP:Iteration 17Q (35618.220000 sec): 3 clusters
  Score: Raw -483735.779674 + Penalty 2725.876488 = -481009.903186
  nChanged 103
		SP:Iteration 18Q (35618.440000 sec): 3 clusters
  Score: Raw -483791.629801 + Penalty 2725.876488 = -481065.753313
  nChanged 98
		SP:Iteration 19Q (35618.600000 sec): 3 clusters
  Score: Raw -483843.668518 + Penalty 2725.876488 = -481117.792030
  nChanged 77
		SP:Iteration 20F (35618.830000 sec): 3 clusters
  Score: Raw -483887.766677 + Penalty 2725.876488 = -481161.890189
  nChanged 64
		SP:Iteration 21Q (35619.020000 sec): 3 clusters
  Score: Raw -483924.067623 + Penalty 2725.876488 = -481198.191135
  nChanged 74
		SP:Iteration 22Q (35619.230000 sec): 3 clusters
  Score: Raw -483970.323928 + Penalty 2725.876488 = -481244.447440
  nChanged 69
		SP:Iteration 23Q (35619.460000 sec): 3 clusters
  Score: Raw -484011.222937 + Penalty 2725.876488 = -481285.346449
  nChanged 50
		SP:Iteration 24Q (35619.660000 sec): 3 clusters
  Score: Raw -484039.578756 + Penalty 2725.876488 = -481313.702268
  nChanged 48
		SP:Iteration 25Q (35619.840000 sec): 3 clusters
  Score: Raw -484068.589565 + Penalty 2725.876488 = -481342.713077
  nChanged 44
		SP:Iteration 26Q (35620.040000 sec): 3 clusters
  Score: Raw -484096.725739 + Penalty 2725.876488 = -481370.849251
  nChanged 42
		SP:Iteration 27Q (35620.240000 sec): 3 clusters
  Score: Raw -484119.613155 + Penalty 2725.876488 = -481393.736667
  nChanged 34
		SP:Iteration 28Q (35620.410000 sec): 3 clusters
  Score: Raw -484138.026101 + Penalty 2725.876488 = -481412.149613
  nChanged 28
		SP:Iteration 29Q (35620.640000 sec): 3 clusters
  Score: Raw -484155.552285 + Penalty 2725.876488 = -481429.675797
  nChanged 18
		SP:Iteration 30Q (35620.830000 sec): 3 clusters
  Score: Raw -484170.094277 + Penalty 2725.876488 = -481444.217789
  nChanged 22
		SP:Iteration 31Q (35621.000000 sec): 3 clusters
  Score: Raw -484187.022390 + Penalty 2725.876488 = -481461.145902
  nChanged 24
		SP:Iteration 32Q (35621.210000 sec): 3 clusters
  Score: Raw -484201.774954 + Penalty 2725.876488 = -481475.898466
  nChanged 23
		SP:Iteration 33Q (35621.370000 sec): 3 clusters
  Score: Raw -484216.596156 + Penalty 2725.876488 = -481490.719668
  nChanged 16
		SP:Iteration 34Q (35621.550000 sec): 3 clusters
  Score: Raw -484227.956358 + Penalty 2725.876488 = -481502.079870
  nChanged 17
		SP:Iteration 35Q (35621.750000 sec): 3 clusters
  Score: Raw -484238.969308 + Penalty 2725.876488 = -481513.092820
  nChanged 10
		SP:Iteration 36Q (35621.920000 sec): 3 clusters
  Score: Raw -484244.298374 + Penalty 2725.876488 = -481518.421886
  nChanged 7
		SP:Iteration 37Q (35622.110000 sec): 3 clusters
  Score: Raw -484250.240375 + Penalty 2725.876488 = -481524.363887
  nChanged 10
		SP:Iteration 38Q (35622.310000 sec): 3 clusters
  Score: Raw -484259.013013 + Penalty 2725.876488 = -481533.136525
  nChanged 8
		SP:Iteration 39Q (35622.510000 sec): 3 clusters
  Score: Raw -484264.654165 + Penalty 2725.876488 = -481538.777677
  nChanged 5
		SP:Iteration 40F (35622.720000 sec): 3 clusters
  Score: Raw -484267.437947 + Penalty 2725.876488 = -481541.561459
  nChanged 8
		SP:Iteration 41Q (35622.880000 sec): 3 clusters
  Score: Raw -484271.545383 + Penalty 2725.876488 = -481545.668895
  nChanged 5
		SP:Iteration 42Q (35623.070000 sec): 3 clusters
  Score: Raw -484273.965485 + Penalty 2725.876488 = -481548.088997
  nChanged 1
		SP:Iteration 43Q (35623.300000 sec): 3 clusters
  Score: Raw -484274.293077 + Penalty 2725.876488 = -481548.416590
  nChanged 0
		SP:Iteration 44F (35623.500000 sec): 3 clusters
  Score: Raw -484274.293077 + Penalty 2725.876488 = -481548.416590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35623.600000 sec): 2 clusters
  Score: Raw -857640.580606 + Penalty 1465.990088 = -856174.590517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35623.860000 sec): 3 clusters
  Score: Raw -853083.560716 + Penalty 2931.980177 = -850151.580540
  nChanged 3527
		SP:Iteration 1F (35624.040000 sec): 3 clusters
  Score: Raw -855069.242639 + Penalty 2931.980177 = -852137.262462
  nChanged 618
		SP:Iteration 2F (35624.280000 sec): 3 clusters
  Score: Raw -855449.468698 + Penalty 2931.980177 = -852517.488521
  nChanged 548
		SP:Iteration 3F (35624.490000 sec): 3 clusters
  Score: Raw -855777.004325 + Penalty 2931.980177 = -852845.024149
  nChanged 503
		SP:Iteration 4F (35624.720000 sec): 3 clusters
  Score: Raw -856094.142698 + Penalty 2931.980177 = -853162.162521
  nChanged 433
		SP:Iteration 5F (35624.920000 sec): 3 clusters
  Score: Raw -856388.896013 + Penalty 2931.980177 = -853456.915836
  nChanged 399
		SP:Iteration 6Q (35625.110000 sec): 3 clusters
  Score: Raw -856658.585744 + Penalty 2931.980177 = -853726.605567
  nChanged 371
		SP:Iteration 7Q (35625.360000 sec): 3 clusters
  Score: Raw -856908.990593 + Penalty 2931.980177 = -853977.010416
  nChanged 301
		SP:Iteration 8Q (35625.570000 sec): 3 clusters
  Score: Raw -857093.435759 + Penalty 2931.980177 = -854161.455582
  nChanged 256
		SP:Iteration 9Q (35625.830000 sec): 3 clusters
  Score: Raw -857255.891286 + Penalty 2931.980177 = -854323.911110
  nChanged 185
		SP:Iteration 10Q (35626.010000 sec): 3 clusters
  Score: Raw -857340.277161 + Penalty 2931.980177 = -854408.296984
  nChanged 133
		SP:Iteration 11Q (35626.210000 sec): 3 clusters
  Score: Raw -857403.245424 + Penalty 2931.980177 = -854471.265247
  nChanged 117
		SP:Iteration 12Q (35626.410000 sec): 3 clusters
  Score: Raw -857454.780020 + Penalty 2931.980177 = -854522.799843
  nChanged 108
		SP:Iteration 13Q (35626.640000 sec): 3 clusters
  Score: Raw -857506.721398 + Penalty 2931.980177 = -854574.741221
  nChanged 94
		SP:Iteration 14Q (35626.840000 sec): 3 clusters
  Score: Raw -857547.574621 + Penalty 2931.980177 = -854615.594444
  nChanged 83
		SP:Iteration 15Q (35627.090000 sec): 3 clusters
  Score: Raw -857576.554734 + Penalty 2931.980177 = -854644.574557
  nChanged 57
		SP:Iteration 16Q (35627.300000 sec): 3 clusters
  Score: Raw -857597.313995 + Penalty 2931.980177 = -854665.333818
  nChanged 56
		SP:Iteration 17Q (35627.540000 sec): 3 clusters
  Score: Raw -857617.555333 + Penalty 2931.980177 = -854685.575157
  nChanged 49
		SP:Iteration 18Q (35627.700000 sec): 3 clusters
  Score: Raw -857636.654029 + Penalty 2931.980177 = -854704.673852
  nChanged 45
		SP:Iteration 19Q (35627.920000 sec): 3 clusters
  Score: Raw -857653.598806 + Penalty 2931.980177 = -854721.618629
  nChanged 44
		SP:Iteration 20F (35628.140000 sec): 3 clusters
  Score: Raw -857667.922029 + Penalty 2931.980177 = -854735.941852
  nChanged 42
		SP:Iteration 21Q (35628.320000 sec): 3 clusters
  Score: Raw -857679.643966 + Penalty 2931.980177 = -854747.663789
  nChanged 36
		SP:Iteration 22Q (35628.520000 sec): 3 clusters
  Score: Raw -857689.950037 + Penalty 2931.980177 = -854757.969861
  nChanged 24
		SP:Iteration 23Q (35628.730000 sec): 3 clusters
  Score: Raw -857699.176118 + Penalty 2931.980177 = -854767.195941
  nChanged 36
		SP:Iteration 24Q (35628.900000 sec): 3 clusters
  Score: Raw -857711.289349 + Penalty 2931.980177 = -854779.309172
  nChanged 32
		SP:Iteration 25Q (35629.110000 sec): 3 clusters
  Score: Raw -857720.626619 + Penalty 2931.980177 = -854788.646443
  nChanged 32
		SP:Iteration 26Q (35629.330000 sec): 3 clusters
  Score: Raw -857727.757354 + Penalty 2931.980177 = -854795.777177
  nChanged 24
		SP:Iteration 27Q (35629.510000 sec): 3 clusters
  Score: Raw -857735.505069 + Penalty 2931.980177 = -854803.524892
  nChanged 27
		SP:Iteration 28Q (35629.720000 sec): 3 clusters
  Score: Raw -857743.359976 + Penalty 2931.980177 = -854811.379799
  nChanged 23
		SP:Iteration 29Q (35629.910000 sec): 3 clusters
  Score: Raw -857750.642991 + Penalty 2931.980177 = -854818.662814
  nChanged 17
		SP:Iteration 30Q (35630.180000 sec): 3 clusters
  Score: Raw -857754.737727 + Penalty 2931.980177 = -854822.757551
  nChanged 14
		SP:Iteration 31Q (35630.420000 sec): 3 clusters
  Score: Raw -857757.618654 + Penalty 2931.980177 = -854825.638477
  nChanged 14
		SP:Iteration 32Q (35630.600000 sec): 3 clusters
  Score: Raw -857760.856483 + Penalty 2931.980177 = -854828.876306
  nChanged 12
		SP:Iteration 33Q (35630.830000 sec): 3 clusters
  Score: Raw -857763.198090 + Penalty 2931.980177 = -854831.217913
  nChanged 12
		SP:Iteration 34Q (35631.030000 sec): 3 clusters
  Score: Raw -857765.070981 + Penalty 2931.980177 = -854833.090804
  nChanged 6
		SP:Iteration 35Q (35631.240000 sec): 3 clusters
  Score: Raw -857765.935306 + Penalty 2931.980177 = -854833.955130
  nChanged 6
		SP:Iteration 36Q (35631.430000 sec): 3 clusters
  Score: Raw -857767.060586 + Penalty 2931.980177 = -854835.080409
  nChanged 10
		SP:Iteration 37Q (35631.640000 sec): 3 clusters
  Score: Raw -857769.176406 + Penalty 2931.980177 = -854837.196229
  nChanged 7
		SP:Iteration 38Q (35631.870000 sec): 3 clusters
  Score: Raw -857770.473564 + Penalty 2931.980177 = -854838.493387
  nChanged 9
		SP:Iteration 39Q (35632.070000 sec): 3 clusters
  Score: Raw -857772.627852 + Penalty 2931.980177 = -854840.647675
  nChanged 10
		SP:Iteration 40F (35632.340000 sec): 3 clusters
  Score: Raw -857774.151545 + Penalty 2931.980177 = -854842.171368
  nChanged 9
		SP:Iteration 41Q (35632.570000 sec): 3 clusters
  Score: Raw -857775.416313 + Penalty 2931.980177 = -854843.436137
  nChanged 6
		SP:Iteration 42Q (35632.840000 sec): 3 clusters
  Score: Raw -857776.225073 + Penalty 2931.980177 = -854844.244896
  nChanged 4
		SP:Iteration 43Q (35633.010000 sec): 3 clusters
  Score: Raw -857777.108031 + Penalty 2931.980177 = -854845.127854
  nChanged 5
		SP:Iteration 44Q (35633.230000 sec): 3 clusters
  Score: Raw -857779.136364 + Penalty 2931.980177 = -854847.156187
  nChanged 8
		SP:Iteration 45Q (35633.440000 sec): 3 clusters
  Score: Raw -857781.070682 + Penalty 2931.980177 = -854849.090505
  nChanged 10
		SP:Iteration 46Q (35633.630000 sec): 3 clusters
  Score: Raw -857784.643411 + Penalty 2931.980177 = -854852.663234
  nChanged 11
		SP:Iteration 47Q (35633.850000 sec): 3 clusters
  Score: Raw -857787.444436 + Penalty 2931.980177 = -854855.464259
  nChanged 9
		SP:Iteration 48Q (35634.030000 sec): 3 clusters
  Score: Raw -857791.116218 + Penalty 2931.980177 = -854859.136041
  nChanged 17
		SP:Iteration 49Q (35634.270000 sec): 3 clusters
  Score: Raw -857797.757041 + Penalty 2931.980177 = -854865.776864
  nChanged 20
		SP:Iteration 50Q (35634.450000 sec): 3 clusters
  Score: Raw -857806.625845 + Penalty 2931.980177 = -854874.645668
  nChanged 21
		SP:Iteration 51Q (35634.680000 sec): 3 clusters
  Score: Raw -857811.745623 + Penalty 2931.980177 = -854879.765446
  nChanged 21
		SP:Iteration 52Q (35634.880000 sec): 3 clusters
  Score: Raw -857818.031303 + Penalty 2931.980177 = -854886.051126
  nChanged 21
		SP:Iteration 53Q (35635.100000 sec): 3 clusters
  Score: Raw -857825.193692 + Penalty 2931.980177 = -854893.213515
  nChanged 22
		SP:Iteration 54Q (35635.360000 sec): 3 clusters
  Score: Raw -857831.077835 + Penalty 2931.980177 = -854899.097658
  nChanged 18
		SP:Iteration 55Q (35635.550000 sec): 3 clusters
  Score: Raw -857835.849867 + Penalty 2931.980177 = -854903.869690
  nChanged 17
		SP:Iteration 56Q (35635.740000 sec): 3 clusters
  Score: Raw -857839.446450 + Penalty 2931.980177 = -854907.466273
  nChanged 11
		SP:Iteration 57Q (35635.970000 sec): 3 clusters
  Score: Raw -857841.445484 + Penalty 2931.980177 = -854909.465308
  nChanged 7
		SP:Iteration 58Q (35636.170000 sec): 3 clusters
  Score: Raw -857843.292726 + Penalty 2931.980177 = -854911.312550
  nChanged 10
		SP:Iteration 59Q (35636.440000 sec): 3 clusters
  Score: Raw -857845.546438 + Penalty 2931.980177 = -854913.566261
  nChanged 7
		SP:Iteration 60F (35636.630000 sec): 3 clusters
  Score: Raw -857846.668979 + Penalty 2931.980177 = -854914.688802
  nChanged 2
		SP:Iteration 61Q (35636.860000 sec): 3 clusters
  Score: Raw -857847.007846 + Penalty 2931.980177 = -854915.027669
  nChanged 3
		SP:Iteration 62Q (35637.090000 sec): 3 clusters
  Score: Raw -857847.543637 + Penalty 2931.980177 = -854915.563460
  nChanged 4
		SP:Iteration 63Q (35637.290000 sec): 3 clusters
  Score: Raw -857848.196897 + Penalty 2931.980177 = -854916.216720
  nChanged 2
		SP:Iteration 64Q (35637.540000 sec): 3 clusters
  Score: Raw -857848.491061 + Penalty 2931.980177 = -854916.510884
  nChanged 1
		SP:Iteration 65Q (35637.730000 sec): 3 clusters
  Score: Raw -857848.669811 + Penalty 2931.980177 = -854916.689634
  nChanged 4
		SP:Iteration 66Q (35637.940000 sec): 3 clusters
  Score: Raw -857849.402380 + Penalty 2931.980177 = -854917.422203
  nChanged 4
		SP:Iteration 67Q (35638.180000 sec): 3 clusters
  Score: Raw -857850.254769 + Penalty 2931.980177 = -854918.274592
  nChanged 5
		SP:Iteration 68Q (35638.360000 sec): 3 clusters
  Score: Raw -857851.446531 + Penalty 2931.980177 = -854919.466355
  nChanged 8
		SP:Iteration 69Q (35638.610000 sec): 3 clusters
  Score: Raw -857853.470826 + Penalty 2931.980177 = -854921.490649
  nChanged 10
		SP:Iteration 70Q (35638.790000 sec): 3 clusters
  Score: Raw -857856.800050 + Penalty 2931.980177 = -854924.819873
  nChanged 17
		SP:Iteration 71Q (35639.000000 sec): 3 clusters
  Score: Raw -857861.275099 + Penalty 2931.980177 = -854929.294923
  nChanged 15
		SP:Iteration 72Q (35639.190000 sec): 3 clusters
  Score: Raw -857865.180093 + Penalty 2931.980177 = -854933.199916
  nChanged 9
		SP:Iteration 73Q (35639.420000 sec): 3 clusters
  Score: Raw -857866.918415 + Penalty 2931.980177 = -854934.938238
  nChanged 2
		SP:Iteration 74Q (35639.660000 sec): 3 clusters
  Score: Raw -857867.318850 + Penalty 2931.980177 = -854935.338674
  nChanged 1
		SP:Iteration 75Q (35639.850000 sec): 3 clusters
  Score: Raw -857867.512513 + Penalty 2931.980177 = -854935.532336
  nChanged 1
		SP:Iteration 76Q (35640.070000 sec): 3 clusters
  Score: Raw -857867.559348 + Penalty 2931.980177 = -854935.579171
  nChanged 1
		SP:Iteration 77Q (35640.280000 sec): 3 clusters
  Score: Raw -857867.665960 + Penalty 2931.980177 = -854935.685783
  nChanged 0
		SP:Iteration 78F (35640.490000 sec): 3 clusters
  Score: Raw -857867.665960 + Penalty 2931.980177 = -854935.685783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35640.600000 sec): 2 clusters
  Score: Raw -771130.274201 + Penalty 1444.669336 = -769685.604865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35640.820000 sec): 3 clusters
  Score: Raw -767212.160155 + Penalty 2889.338673 = -764322.821482
  nChanged 3044
		SP:Iteration 1F (35641.040000 sec): 3 clusters
  Score: Raw -768811.045282 + Penalty 2889.338673 = -765921.706609
  nChanged 473
		SP:Iteration 2F (35641.240000 sec): 3 clusters
  Score: Raw -769054.761363 + Penalty 2889.338673 = -766165.422690
  nChanged 397
		SP:Iteration 3F (35641.470000 sec): 3 clusters
  Score: Raw -769235.257151 + Penalty 2889.338673 = -766345.918478
  nChanged 316
		SP:Iteration 4Q (35641.670000 sec): 3 clusters
  Score: Raw -769371.134693 + Penalty 2889.338673 = -766481.796021
  nChanged 271
		SP:Iteration 5Q (35641.890000 sec): 3 clusters
  Score: Raw -769502.060743 + Penalty 2889.338673 = -766612.722070
  nChanged 275
		SP:Iteration 6Q (35642.060000 sec): 3 clusters
  Score: Raw -769657.694639 + Penalty 2889.338673 = -766768.355967
  nChanged 310
		SP:Iteration 7Q (35642.280000 sec): 3 clusters
  Score: Raw -769852.061829 + Penalty 2889.338673 = -766962.723157
  nChanged 345
		SP:Iteration 8Q (35642.470000 sec): 3 clusters
  Score: Raw -770098.058990 + Penalty 2889.338673 = -767208.720317
  nChanged 372
		SP:Iteration 9F (35642.670000 sec): 3 clusters
  Score: Raw -770387.291297 + Penalty 2889.338673 = -767497.952624
  nChanged 370
		SP:Iteration 10F (35642.880000 sec): 3 clusters
  Score: Raw -770684.387272 + Penalty 2889.338673 = -767795.048599
  nChanged 365
		SP:Iteration 11F (35643.090000 sec): 3 clusters
  Score: Raw -770948.176021 + Penalty 2889.338673 = -768058.837348
  nChanged 295
		SP:Iteration 12Q (35643.270000 sec): 3 clusters
  Score: Raw -771126.774933 + Penalty 2889.338673 = -768237.436261
  nChanged 213
		SP:Iteration 13Q (35643.460000 sec): 3 clusters
  Score: Raw -771227.545966 + Penalty 2889.338673 = -768338.207294
  nChanged 169
		SP:Iteration 14Q (35643.670000 sec): 3 clusters
  Score: Raw -771296.246119 + Penalty 2889.338673 = -768406.907446
  nChanged 124
		SP:Iteration 15Q (35643.850000 sec): 3 clusters
  Score: Raw -771341.922477 + Penalty 2889.338673 = -768452.583804
  nChanged 95
		SP:Iteration 16Q (35644.050000 sec): 3 clusters
  Score: Raw -771372.899565 + Penalty 2889.338673 = -768483.560892
  nChanged 86
		SP:Iteration 17Q (35644.260000 sec): 3 clusters
  Score: Raw -771399.458673 + Penalty 2889.338673 = -768510.120000
  nChanged 73
		SP:Iteration 18Q (35644.430000 sec): 3 clusters
  Score: Raw -771418.162978 + Penalty 2889.338673 = -768528.824305
  nChanged 66
		SP:Iteration 19Q (35644.690000 sec): 3 clusters
  Score: Raw -771436.483583 + Penalty 2889.338673 = -768547.144911
  nChanged 59
		SP:Iteration 20F (35644.910000 sec): 3 clusters
  Score: Raw -771451.079926 + Penalty 2889.338673 = -768561.741253
  nChanged 55
		SP:Iteration 21Q (35645.140000 sec): 3 clusters
  Score: Raw -771462.852683 + Penalty 2889.338673 = -768573.514010
  nChanged 51
		SP:Iteration 22Q (35645.290000 sec): 3 clusters
  Score: Raw -771474.712239 + Penalty 2889.338673 = -768585.373566
  nChanged 52
		SP:Iteration 23Q (35645.530000 sec): 3 clusters
  Score: Raw -771486.512077 + Penalty 2889.338673 = -768597.173404
  nChanged 42
		SP:Iteration 24Q (35645.710000 sec): 3 clusters
  Score: Raw -771496.010854 + Penalty 2889.338673 = -768606.672181
  nChanged 31
		SP:Iteration 25Q (35646.010000 sec): 3 clusters
  Score: Raw -771503.350200 + Penalty 2889.338673 = -768614.011527
  nChanged 37
		SP:Iteration 26Q (35646.210000 sec): 3 clusters
  Score: Raw -771512.020293 + Penalty 2889.338673 = -768622.681620
  nChanged 35
		SP:Iteration 27Q (35646.410000 sec): 3 clusters
  Score: Raw -771519.645092 + Penalty 2889.338673 = -768630.306419
  nChanged 31
		SP:Iteration 28Q (35646.530000 sec): 3 clusters
  Score: Raw -771526.052421 + Penalty 2889.338673 = -768636.713748
  nChanged 26
		SP:Iteration 29Q (35646.730000 sec): 3 clusters
  Score: Raw -771531.897517 + Penalty 2889.338673 = -768642.558844
  nChanged 31
		SP:Iteration 30Q (35646.910000 sec): 3 clusters
  Score: Raw -771538.524797 + Penalty 2889.338673 = -768649.186124
  nChanged 30
		SP:Iteration 31Q (35647.080000 sec): 3 clusters
  Score: Raw -771544.566700 + Penalty 2889.338673 = -768655.228027
  nChanged 24
		SP:Iteration 32Q (35647.290000 sec): 3 clusters
  Score: Raw -771549.313947 + Penalty 2889.338673 = -768659.975274
  nChanged 19
		SP:Iteration 33Q (35647.520000 sec): 3 clusters
  Score: Raw -771553.074791 + Penalty 2889.338673 = -768663.736118
  nChanged 17
		SP:Iteration 34Q (35647.680000 sec): 3 clusters
  Score: Raw -771556.196992 + Penalty 2889.338673 = -768666.858319
  nChanged 16
		SP:Iteration 35Q (35647.890000 sec): 3 clusters
  Score: Raw -771558.655958 + Penalty 2889.338673 = -768669.317286
  nChanged 13
		SP:Iteration 36Q (35648.070000 sec): 3 clusters
  Score: Raw -771560.743316 + Penalty 2889.338673 = -768671.404644
  nChanged 7
		SP:Iteration 37Q (35648.250000 sec): 3 clusters
  Score: Raw -771561.864308 + Penalty 2889.338673 = -768672.525635
  nChanged 7
		SP:Iteration 38Q (35648.440000 sec): 3 clusters
  Score: Raw -771563.148280 + Penalty 2889.338673 = -768673.809607
  nChanged 11
		SP:Iteration 39Q (35648.640000 sec): 3 clusters
  Score: Raw -771564.805436 + Penalty 2889.338673 = -768675.466763
  nChanged 4
		SP:Iteration 40F (35648.810000 sec): 3 clusters
  Score: Raw -771565.401939 + Penalty 2889.338673 = -768676.063267
  nChanged 5
		SP:Iteration 41Q (35649.030000 sec): 3 clusters
  Score: Raw -771565.976219 + Penalty 2889.338673 = -768676.637546
  nChanged 2
		SP:Iteration 42Q (35649.190000 sec): 3 clusters
  Score: Raw -771566.232862 + Penalty 2889.338673 = -768676.894190
  nChanged 3
		SP:Iteration 43Q (35649.400000 sec): 3 clusters
  Score: Raw -771566.858173 + Penalty 2889.338673 = -768677.519500
  nChanged 7
		SP:Iteration 44Q (35649.590000 sec): 3 clusters
  Score: Raw -771568.328350 + Penalty 2889.338673 = -768678.989678
  nChanged 7
		SP:Iteration 45Q (35649.780000 sec): 3 clusters
  Score: Raw -771569.671032 + Penalty 2889.338673 = -768680.332359
  nChanged 10
		SP:Iteration 46Q (35650.030000 sec): 3 clusters
  Score: Raw -771571.731193 + Penalty 2889.338673 = -768682.392520
  nChanged 11
		SP:Iteration 47Q (35650.200000 sec): 3 clusters
  Score: Raw -771573.733106 + Penalty 2889.338673 = -768684.394433
  nChanged 7
		SP:Iteration 48Q (35650.470000 sec): 3 clusters
  Score: Raw -771575.237744 + Penalty 2889.338673 = -768685.899071
  nChanged 10
		SP:Iteration 49Q (35650.640000 sec): 3 clusters
  Score: Raw -771577.312650 + Penalty 2889.338673 = -768687.973977
  nChanged 9
		SP:Iteration 50Q (35650.830000 sec): 3 clusters
  Score: Raw -771578.969255 + Penalty 2889.338673 = -768689.630583
  nChanged 6
		SP:Iteration 51Q (35650.990000 sec): 3 clusters
  Score: Raw -771579.798779 + Penalty 2889.338673 = -768690.460107
  nChanged 4
		SP:Iteration 52Q (35651.190000 sec): 3 clusters
  Score: Raw -771580.511594 + Penalty 2889.338673 = -768691.172921
  nChanged 4
		SP:Iteration 53Q (35651.390000 sec): 3 clusters
  Score: Raw -771581.130992 + Penalty 2889.338673 = -768691.792319
  nChanged 6
		SP:Iteration 54Q (35651.580000 sec): 3 clusters
  Score: Raw -771582.222331 + Penalty 2889.338673 = -768692.883658
  nChanged 10
		SP:Iteration 55Q (35651.800000 sec): 3 clusters
  Score: Raw -771584.194195 + Penalty 2889.338673 = -768694.855523
  nChanged 6
		SP:Iteration 56Q (35651.950000 sec): 3 clusters
  Score: Raw -771585.376805 + Penalty 2889.338673 = -768696.038132
  nChanged 7
		SP:Iteration 57Q (35652.170000 sec): 3 clusters
  Score: Raw -771586.518745 + Penalty 2889.338673 = -768697.180072
  nChanged 6
		SP:Iteration 58Q (35652.360000 sec): 3 clusters
  Score: Raw -771587.584398 + Penalty 2889.338673 = -768698.245725
  nChanged 8
		SP:Iteration 59Q (35652.570000 sec): 3 clusters
  Score: Raw -771588.763832 + Penalty 2889.338673 = -768699.425159
  nChanged 9
		SP:Iteration 60F (35652.850000 sec): 3 clusters
  Score: Raw -771589.959283 + Penalty 2889.338673 = -768700.620610
  nChanged 6
		SP:Iteration 61Q (35653.060000 sec): 3 clusters
  Score: Raw -771591.174972 + Penalty 2889.338673 = -768701.836300
  nChanged 11
		SP:Iteration 62Q (35653.290000 sec): 3 clusters
  Score: Raw -771593.168226 + Penalty 2889.338673 = -768703.829553
  nChanged 7
		SP:Iteration 63Q (35653.520000 sec): 3 clusters
  Score: Raw -771594.342547 + Penalty 2889.338673 = -768705.003874
  nChanged 6
		SP:Iteration 64Q (35653.730000 sec): 3 clusters
  Score: Raw -771595.116625 + Penalty 2889.338673 = -768705.777952
  nChanged 6
		SP:Iteration 65Q (35653.960000 sec): 3 clusters
  Score: Raw -771595.931190 + Penalty 2889.338673 = -768706.592517
  nChanged 4
		SP:Iteration 66Q (35654.180000 sec): 3 clusters
  Score: Raw -771596.490428 + Penalty 2889.338673 = -768707.151755
  nChanged 6
		SP:Iteration 67Q (35654.400000 sec): 3 clusters
  Score: Raw -771597.330775 + Penalty 2889.338673 = -768707.992102
  nChanged 6
		SP:Iteration 68Q (35654.620000 sec): 3 clusters
  Score: Raw -771598.188141 + Penalty 2889.338673 = -768708.849468
  nChanged 8
		SP:Iteration 69Q (35654.800000 sec): 3 clusters
  Score: Raw -771599.261006 + Penalty 2889.338673 = -768709.922334
  nChanged 6
		SP:Iteration 70Q (35655.010000 sec): 3 clusters
  Score: Raw -771600.051723 + Penalty 2889.338673 = -768710.713050
  nChanged 4
		SP:Iteration 71Q (35655.220000 sec): 3 clusters
  Score: Raw -771600.989317 + Penalty 2889.338673 = -768711.650644
  nChanged 7
		SP:Iteration 72Q (35655.460000 sec): 3 clusters
  Score: Raw -771601.927198 + Penalty 2889.338673 = -768712.588526
  nChanged 4
		SP:Iteration 73Q (35655.650000 sec): 3 clusters
  Score: Raw -771602.518480 + Penalty 2889.338673 = -768713.179807
  nChanged 4
		SP:Iteration 74Q (35655.860000 sec): 3 clusters
  Score: Raw -771603.409057 + Penalty 2889.338673 = -768714.070384
  nChanged 3
		SP:Iteration 75Q (35656.040000 sec): 3 clusters
  Score: Raw -771604.312812 + Penalty 2889.338673 = -768714.974140
  nChanged 6
		SP:Iteration 76Q (35656.220000 sec): 3 clusters
  Score: Raw -771605.531910 + Penalty 2889.338673 = -768716.193237
  nChanged 8
		SP:Iteration 77Q (35656.440000 sec): 3 clusters
  Score: Raw -771607.030449 + Penalty 2889.338673 = -768717.691776
  nChanged 9
		SP:Iteration 78Q (35656.590000 sec): 3 clusters
  Score: Raw -771608.239647 + Penalty 2889.338673 = -768718.900974
  nChanged 5
		SP:Iteration 79Q (35656.800000 sec): 3 clusters
  Score: Raw -771609.041824 + Penalty 2889.338673 = -768719.703151
  nChanged 5
		SP:Iteration 80F (35657.050000 sec): 3 clusters
  Score: Raw -771609.706680 + Penalty 2889.338673 = -768720.368007
  nChanged 7
		SP:Iteration 81Q (35657.210000 sec): 3 clusters
  Score: Raw -771610.773374 + Penalty 2889.338673 = -768721.434701
  nChanged 8
		SP:Iteration 82Q (35657.360000 sec): 3 clusters
  Score: Raw -771611.815049 + Penalty 2889.338673 = -768722.476376
  nChanged 6
		SP:Iteration 83Q (35657.610000 sec): 3 clusters
  Score: Raw -771612.710256 + Penalty 2889.338673 = -768723.371583
  nChanged 3
		SP:Iteration 84Q (35657.820000 sec): 3 clusters
  Score: Raw -771613.032161 + Penalty 2889.338673 = -768723.693489
  nChanged 0
		SP:Iteration 85F (35657.980000 sec): 3 clusters
  Score: Raw -771613.032161 + Penalty 2889.338673 = -768723.693489
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35658.150000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35658.320000 sec): 3 clusters
  Score: Raw -233877.887912 + Penalty 2522.428734 = -231355.459178
  nChanged 881
		SP:Iteration 1F (35658.520000 sec): 3 clusters
  Score: Raw -234519.567425 + Penalty 2522.428734 = -231997.138692
  nChanged 220
		SP:Iteration 2F (35658.700000 sec): 3 clusters
  Score: Raw -234735.879182 + Penalty 2522.428734 = -232213.450448
  nChanged 151
		SP:Iteration 3F (35658.920000 sec): 3 clusters
  Score: Raw -234902.370135 + Penalty 2522.428734 = -232379.941401
  nChanged 133
		SP:Iteration 4F (35659.090000 sec): 3 clusters
  Score: Raw -235077.459404 + Penalty 2522.428734 = -232555.030670
  nChanged 124
		SP:Iteration 5F (35659.300000 sec): 3 clusters
  Score: Raw -235191.304537 + Penalty 2522.428734 = -232668.875803
  nChanged 87
		SP:Iteration 6Q (35659.470000 sec): 3 clusters
  Score: Raw -235272.723190 + Penalty 2522.428734 = -232750.294456
  nChanged 83
		SP:Iteration 7Q (35659.690000 sec): 3 clusters
  Score: Raw -235338.862545 + Penalty 2522.428734 = -232816.433811
  nChanged 49
		SP:Iteration 8Q (35659.840000 sec): 3 clusters
  Score: Raw -235369.440922 + Penalty 2522.428734 = -232847.012188
  nChanged 35
		SP:Iteration 9Q (35660.020000 sec): 3 clusters
  Score: Raw -235392.470765 + Penalty 2522.428734 = -232870.042031
  nChanged 25
		SP:Iteration 10Q (35660.170000 sec): 3 clusters
  Score: Raw -235405.855177 + Penalty 2522.428734 = -232883.426443
  nChanged 26
		SP:Iteration 11Q (35660.320000 sec): 3 clusters
  Score: Raw -235417.195077 + Penalty 2522.428734 = -232894.766343
  nChanged 10
		SP:Iteration 12Q (35660.480000 sec): 3 clusters
  Score: Raw -235421.696050 + Penalty 2522.428734 = -232899.267317
  nChanged 7
		SP:Iteration 13Q (35660.700000 sec): 3 clusters
  Score: Raw -235425.474254 + Penalty 2522.428734 = -232903.045520
  nChanged 6
		SP:Iteration 14Q (35660.880000 sec): 3 clusters
  Score: Raw -235428.077985 + Penalty 2522.428734 = -232905.649251
  nChanged 4
		SP:Iteration 15Q (35661.100000 sec): 3 clusters
  Score: Raw -235429.298077 + Penalty 2522.428734 = -232906.869343
  nChanged 3
		SP:Iteration 16Q (35661.270000 sec): 3 clusters
  Score: Raw -235430.222715 + Penalty 2522.428734 = -232907.793982
  nChanged 0
		SP:Iteration 17F (35661.470000 sec): 3 clusters
  Score: Raw -235430.222715 + Penalty 2522.428734 = -232907.793982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35661.600000 sec): 2 clusters
  Score: Raw -538774.219811 + Penalty 1396.970814 = -537377.248997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35661.830000 sec): 3 clusters
  Score: Raw -535965.177527 + Penalty 2793.941628 = -533171.235899
  nChanged 2165
		SP:Iteration 1F (35662.090000 sec): 3 clusters
  Score: Raw -537082.711333 + Penalty 2793.941628 = -534288.769705
  nChanged 381
		SP:Iteration 2F (35662.300000 sec): 3 clusters
  Score: Raw -537293.326031 + Penalty 2793.941628 = -534499.384403
  nChanged 327
		SP:Iteration 3F (35662.530000 sec): 3 clusters
  Score: Raw -537486.608231 + Penalty 2793.941628 = -534692.666603
  nChanged 281
		SP:Iteration 4F (35662.700000 sec): 3 clusters
  Score: Raw -537667.147362 + Penalty 2793.941628 = -534873.205735
  nChanged 250
		SP:Iteration 5Q (35662.900000 sec): 3 clusters
  Score: Raw -537819.376576 + Penalty 2793.941628 = -535025.434948
  nChanged 228
		SP:Iteration 6Q (35663.100000 sec): 3 clusters
  Score: Raw -537966.941180 + Penalty 2793.941628 = -535172.999552
  nChanged 228
		SP:Iteration 7Q (35663.280000 sec): 3 clusters
  Score: Raw -538129.285213 + Penalty 2793.941628 = -535335.343585
  nChanged 200
		SP:Iteration 8Q (35663.490000 sec): 3 clusters
  Score: Raw -538256.689115 + Penalty 2793.941628 = -535462.747487
  nChanged 188
		SP:Iteration 9Q (35663.700000 sec): 3 clusters
  Score: Raw -538365.506129 + Penalty 2793.941628 = -535571.564501
  nChanged 180
		SP:Iteration 10Q (35663.910000 sec): 3 clusters
  Score: Raw -538465.415796 + Penalty 2793.941628 = -535671.474168
  nChanged 156
		SP:Iteration 11Q (35664.130000 sec): 3 clusters
  Score: Raw -538552.254702 + Penalty 2793.941628 = -535758.313074
  nChanged 137
		SP:Iteration 12Q (35664.350000 sec): 3 clusters
  Score: Raw -538623.456818 + Penalty 2793.941628 = -535829.515191
  nChanged 112
		SP:Iteration 13Q (35664.520000 sec): 3 clusters
  Score: Raw -538666.586236 + Penalty 2793.941628 = -535872.644608
  nChanged 80
		SP:Iteration 14Q (35664.760000 sec): 3 clusters
  Score: Raw -538696.415155 + Penalty 2793.941628 = -535902.473527
  nChanged 60
		SP:Iteration 15Q (35664.950000 sec): 3 clusters
  Score: Raw -538719.552810 + Penalty 2793.941628 = -535925.611183
  nChanged 64
		SP:Iteration 16Q (35665.150000 sec): 3 clusters
  Score: Raw -538745.751903 + Penalty 2793.941628 = -535951.810275
  nChanged 60
		SP:Iteration 17Q (35665.340000 sec): 3 clusters
  Score: Raw -538765.995588 + Penalty 2793.941628 = -535972.053960
  nChanged 46
		SP:Iteration 18Q (35665.580000 sec): 3 clusters
  Score: Raw -538778.467054 + Penalty 2793.941628 = -535984.525426
  nChanged 37
		SP:Iteration 19Q (35665.750000 sec): 3 clusters
  Score: Raw -538788.031564 + Penalty 2793.941628 = -535994.089936
  nChanged 27
		SP:Iteration 20F (35665.940000 sec): 3 clusters
  Score: Raw -538795.963950 + Penalty 2793.941628 = -536002.022322
  nChanged 26
		SP:Iteration 21Q (35666.110000 sec): 3 clusters
  Score: Raw -538803.372801 + Penalty 2793.941628 = -536009.431173
  nChanged 21
		SP:Iteration 22Q (35666.300000 sec): 3 clusters
  Score: Raw -538810.496826 + Penalty 2793.941628 = -536016.555198
  nChanged 21
		SP:Iteration 23Q (35666.500000 sec): 3 clusters
  Score: Raw -538816.750497 + Penalty 2793.941628 = -536022.808869
  nChanged 27
		SP:Iteration 24Q (35666.710000 sec): 3 clusters
  Score: Raw -538825.867514 + Penalty 2793.941628 = -536031.925886
  nChanged 24
		SP:Iteration 25Q (35666.880000 sec): 3 clusters
  Score: Raw -538831.464743 + Penalty 2793.941628 = -536037.523115
  nChanged 23
		SP:Iteration 26Q (35667.120000 sec): 3 clusters
  Score: Raw -538836.166663 + Penalty 2793.941628 = -536042.225035
  nChanged 18
		SP:Iteration 27Q (35667.280000 sec): 3 clusters
  Score: Raw -538840.017615 + Penalty 2793.941628 = -536046.075987
  nChanged 20
		SP:Iteration 28Q (35667.510000 sec): 3 clusters
  Score: Raw -538849.741892 + Penalty 2793.941628 = -536055.800264
  nChanged 36
		SP:Iteration 29Q (35667.680000 sec): 3 clusters
  Score: Raw -538862.234279 + Penalty 2793.941628 = -536068.292651
  nChanged 35
		SP:Iteration 30Q (35667.880000 sec): 3 clusters
  Score: Raw -538874.682962 + Penalty 2793.941628 = -536080.741334
  nChanged 32
		SP:Iteration 31Q (35668.070000 sec): 3 clusters
  Score: Raw -538884.527104 + Penalty 2793.941628 = -536090.585476
  nChanged 31
		SP:Iteration 32Q (35668.280000 sec): 3 clusters
  Score: Raw -538893.361139 + Penalty 2793.941628 = -536099.419511
  nChanged 30
		SP:Iteration 33Q (35668.480000 sec): 3 clusters
  Score: Raw -538902.388086 + Penalty 2793.941628 = -536108.446458
  nChanged 27
		SP:Iteration 34Q (35668.670000 sec): 3 clusters
  Score: Raw -538912.964093 + Penalty 2793.941628 = -536119.022465
  nChanged 37
		SP:Iteration 35Q (35668.850000 sec): 3 clusters
  Score: Raw -538926.802095 + Penalty 2793.941628 = -536132.860467
  nChanged 53
		SP:Iteration 36Q (35669.040000 sec): 3 clusters
  Score: Raw -538952.712914 + Penalty 2793.941628 = -536158.771286
  nChanged 57
		SP:Iteration 37Q (35669.220000 sec): 3 clusters
  Score: Raw -538985.269884 + Penalty 2793.941628 = -536191.328257
  nChanged 62
		SP:Iteration 38Q (35669.420000 sec): 3 clusters
  Score: Raw -539020.594866 + Penalty 2793.941628 = -536226.653238
  nChanged 75
		SP:Iteration 39Q (35669.660000 sec): 3 clusters
  Score: Raw -539060.580045 + Penalty 2793.941628 = -536266.638417
  nChanged 69
		SP:Iteration 40F (35669.840000 sec): 3 clusters
  Score: Raw -539105.851268 + Penalty 2793.941628 = -536311.909641
  nChanged 74
		SP:Iteration 41Q (35670.070000 sec): 3 clusters
  Score: Raw -539153.629279 + Penalty 2793.941628 = -536359.687651
  nChanged 74
		SP:Iteration 42Q (35670.280000 sec): 3 clusters
  Score: Raw -539193.632707 + Penalty 2793.941628 = -536399.691079
  nChanged 69
		SP:Iteration 43Q (35670.460000 sec): 3 clusters
  Score: Raw -539233.067649 + Penalty 2793.941628 = -536439.126021
  nChanged 51
		SP:Iteration 44Q (35670.660000 sec): 3 clusters
  Score: Raw -539254.995951 + Penalty 2793.941628 = -536461.054323
  nChanged 46
		SP:Iteration 45Q (35670.880000 sec): 3 clusters
  Score: Raw -539273.037518 + Penalty 2793.941628 = -536479.095890
  nChanged 42
		SP:Iteration 46Q (35671.090000 sec): 3 clusters
  Score: Raw -539291.307673 + Penalty 2793.941628 = -536497.366045
  nChanged 46
		SP:Iteration 47Q (35671.260000 sec): 3 clusters
  Score: Raw -539309.665468 + Penalty 2793.941628 = -536515.723841
  nChanged 35
		SP:Iteration 48Q (35671.490000 sec): 3 clusters
  Score: Raw -539323.556450 + Penalty 2793.941628 = -536529.614822
  nChanged 30
		SP:Iteration 49Q (35671.720000 sec): 3 clusters
  Score: Raw -539335.121519 + Penalty 2793.941628 = -536541.179892
  nChanged 29
		SP:Iteration 50Q (35671.910000 sec): 3 clusters
  Score: Raw -539348.191505 + Penalty 2793.941628 = -536554.249877
  nChanged 32
		SP:Iteration 51Q (35672.090000 sec): 3 clusters
  Score: Raw -539362.375900 + Penalty 2793.941628 = -536568.434272
  nChanged 34
		SP:Iteration 52Q (35672.300000 sec): 3 clusters
  Score: Raw -539380.731484 + Penalty 2793.941628 = -536586.789857
  nChanged 39
		SP:Iteration 53Q (35672.510000 sec): 3 clusters
  Score: Raw -539407.502585 + Penalty 2793.941628 = -536613.560957
  nChanged 55
		SP:Iteration 54Q (35672.720000 sec): 3 clusters
  Score: Raw -539445.783065 + Penalty 2793.941628 = -536651.841437
  nChanged 56
		SP:Iteration 55Q (35672.940000 sec): 3 clusters
  Score: Raw -539497.222817 + Penalty 2793.941628 = -536703.281189
  nChanged 63
		SP:Iteration 56Q (35673.120000 sec): 3 clusters
  Score: Raw -539559.605764 + Penalty 2793.941628 = -536765.664137
  nChanged 59
		SP:Iteration 57Q (35673.310000 sec): 3 clusters
  Score: Raw -539625.206392 + Penalty 2793.941628 = -536831.264764
  nChanged 62
		SP:Iteration 58Q (35673.480000 sec): 3 clusters
  Score: Raw -539703.898352 + Penalty 2793.941628 = -536909.956724
  nChanged 56
		SP:Iteration 59Q (35673.660000 sec): 3 clusters
  Score: Raw -539775.603739 + Penalty 2793.941628 = -536981.662111
  nChanged 51
		SP:Iteration 60F (35673.870000 sec): 3 clusters
  Score: Raw -539854.163283 + Penalty 2793.941628 = -537060.221656
  nChanged 50
		SP:Iteration 61Q (35674.040000 sec): 3 clusters
  Score: Raw -539906.872425 + Penalty 2793.941628 = -537112.930797
  nChanged 34
		SP:Iteration 62Q (35674.260000 sec): 3 clusters
  Score: Raw -539922.434713 + Penalty 2793.941628 = -537128.493085
  nChanged 18
		SP:Iteration 63Q (35674.450000 sec): 3 clusters
  Score: Raw -539929.546659 + Penalty 2793.941628 = -537135.605031
  nChanged 13
		SP:Iteration 64Q (35674.640000 sec): 3 clusters
  Score: Raw -539934.975732 + Penalty 2793.941628 = -537141.034104
  nChanged 9
		SP:Iteration 65Q (35674.860000 sec): 3 clusters
  Score: Raw -539936.822309 + Penalty 2793.941628 = -537142.880681
  nChanged 6
		SP:Iteration 66Q (35675.050000 sec): 3 clusters
  Score: Raw -539937.870021 + Penalty 2793.941628 = -537143.928394
  nChanged 6
		SP:Iteration 67Q (35675.290000 sec): 3 clusters
  Score: Raw -539939.409511 + Penalty 2793.941628 = -537145.467883
  nChanged 6
		SP:Iteration 68Q (35675.490000 sec): 3 clusters
  Score: Raw -539940.812488 + Penalty 2793.941628 = -537146.870860
  nChanged 3
		SP:Iteration 69Q (35675.670000 sec): 3 clusters
  Score: Raw -539941.167266 + Penalty 2793.941628 = -537147.225638
  nChanged 1
		SP:Iteration 70Q (35675.890000 sec): 3 clusters
  Score: Raw -539941.290785 + Penalty 2793.941628 = -537147.349157
  nChanged 0
		SP:Iteration 71F (35676.160000 sec): 3 clusters
  Score: Raw -539941.290785 + Penalty 2793.941628 = -537147.349157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35676.250000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35676.420000 sec): 3 clusters
  Score: Raw -53400.917811 + Penalty 2036.840178 = -51364.077632
  nChanged 136
		SP:Iteration 1F (35676.670000 sec): 3 clusters
  Score: Raw -53678.550964 + Penalty 2036.840178 = -51641.710786
  nChanged 55
		SP:Iteration 2F (35676.850000 sec): 3 clusters
  Score: Raw -53810.649326 + Penalty 2036.840178 = -51773.809148
  nChanged 35
		SP:Iteration 3F (35677.040000 sec): 3 clusters
  Score: Raw -53889.688809 + Penalty 2036.840178 = -51852.848631
  nChanged 31
		SP:Iteration 4F (35677.200000 sec): 3 clusters
  Score: Raw -53987.176245 + Penalty 2036.840178 = -51950.336066
  nChanged 13
		SP:Iteration 5Q (35677.440000 sec): 3 clusters
  Score: Raw -54015.658440 + Penalty 2036.840178 = -51978.818261
  nChanged 12
		SP:Iteration 6Q (35677.650000 sec): 3 clusters
  Score: Raw -54045.930029 + Penalty 2036.840178 = -52009.089851
  nChanged 3
		SP:Iteration 7Q (35677.840000 sec): 3 clusters
  Score: Raw -54050.331056 + Penalty 2036.840178 = -52013.490878
  nChanged 1
		SP:Iteration 8Q (35678.060000 sec): 3 clusters
  Score: Raw -54052.199933 + Penalty 2036.840178 = -52015.359755
  nChanged 1
		SP:Iteration 9Q (35678.200000 sec): 3 clusters
  Score: Raw -54053.697236 + Penalty 2036.840178 = -52016.857058
  nChanged 0
		SP:Iteration 10F (35678.410000 sec): 3 clusters
  Score: Raw -54053.697236 + Penalty 2036.840178 = -52016.857058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35678.520000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35678.760000 sec): 3 clusters
  Score: Raw -315497.820848 + Penalty 2591.611318 = -312906.209530
  nChanged 1070
		SP:Iteration 1F (35678.950000 sec): 3 clusters
  Score: Raw -316119.517094 + Penalty 2591.611318 = -313527.905777
  nChanged 221
		SP:Iteration 2F (35679.120000 sec): 3 clusters
  Score: Raw -316242.224399 + Penalty 2591.611318 = -313650.613081
  nChanged 125
		SP:Iteration 3Q (35679.280000 sec): 3 clusters
  Score: Raw -316311.484509 + Penalty 2591.611318 = -313719.873192
  nChanged 100
		SP:Iteration 4Q (35679.490000 sec): 3 clusters
  Score: Raw -316372.161736 + Penalty 2591.611318 = -313780.550419
  nChanged 88
		SP:Iteration 5Q (35679.720000 sec): 3 clusters
  Score: Raw -316416.100079 + Penalty 2591.611318 = -313824.488761
  nChanged 75
		SP:Iteration 6Q (35679.920000 sec): 3 clusters
  Score: Raw -316455.280081 + Penalty 2591.611318 = -313863.668764
  nChanged 53
		SP:Iteration 7Q (35680.110000 sec): 3 clusters
  Score: Raw -316485.639588 + Penalty 2591.611318 = -313894.028271
  nChanged 47
		SP:Iteration 8Q (35680.280000 sec): 3 clusters
  Score: Raw -316509.449205 + Penalty 2591.611318 = -313917.837887
  nChanged 49
		SP:Iteration 9Q (35680.510000 sec): 3 clusters
  Score: Raw -316532.115254 + Penalty 2591.611318 = -313940.503937
  nChanged 34
		SP:Iteration 10Q (35680.730000 sec): 3 clusters
  Score: Raw -316551.216268 + Penalty 2591.611318 = -313959.604950
  nChanged 34
		SP:Iteration 11Q (35680.950000 sec): 3 clusters
  Score: Raw -316575.040979 + Penalty 2591.611318 = -313983.429661
  nChanged 34
		SP:Iteration 12Q (35681.150000 sec): 3 clusters
  Score: Raw -316602.402212 + Penalty 2591.611318 = -314010.790895
  nChanged 39
		SP:Iteration 13Q (35681.330000 sec): 3 clusters
  Score: Raw -316644.251275 + Penalty 2591.611318 = -314052.639957
  nChanged 45
		SP:Iteration 14Q (35681.510000 sec): 3 clusters
  Score: Raw -316694.864077 + Penalty 2591.611318 = -314103.252760
  nChanged 43
		SP:Iteration 15Q (35681.700000 sec): 3 clusters
  Score: Raw -316717.745250 + Penalty 2591.611318 = -314126.133932
  nChanged 40
		SP:Iteration 16Q (35681.930000 sec): 3 clusters
  Score: Raw -316741.115731 + Penalty 2591.611318 = -314149.504413
  nChanged 39
		SP:Iteration 17Q (35682.110000 sec): 3 clusters
  Score: Raw -316759.445002 + Penalty 2591.611318 = -314167.833685
  nChanged 32
		SP:Iteration 18Q (35682.300000 sec): 3 clusters
  Score: Raw -316771.910785 + Penalty 2591.611318 = -314180.299467
  nChanged 18
		SP:Iteration 19Q (35682.470000 sec): 3 clusters
  Score: Raw -316781.867490 + Penalty 2591.611318 = -314190.256172
  nChanged 23
		SP:Iteration 20F (35682.670000 sec): 3 clusters
  Score: Raw -316792.330433 + Penalty 2591.611318 = -314200.719116
  nChanged 25
		SP:Iteration 21Q (35682.830000 sec): 3 clusters
  Score: Raw -316804.751323 + Penalty 2591.611318 = -314213.140006
  nChanged 27
		SP:Iteration 22Q (35682.990000 sec): 3 clusters
  Score: Raw -316813.827287 + Penalty 2591.611318 = -314222.215969
  nChanged 21
		SP:Iteration 23Q (35683.230000 sec): 3 clusters
  Score: Raw -316821.405288 + Penalty 2591.611318 = -314229.793971
  nChanged 20
		SP:Iteration 24Q (35683.440000 sec): 3 clusters
  Score: Raw -316828.874628 + Penalty 2591.611318 = -314237.263310
  nChanged 15
		SP:Iteration 25Q (35683.610000 sec): 3 clusters
  Score: Raw -316834.620286 + Penalty 2591.611318 = -314243.008968
  nChanged 17
		SP:Iteration 26Q (35683.830000 sec): 3 clusters
  Score: Raw -316839.827205 + Penalty 2591.611318 = -314248.215887
  nChanged 12
		SP:Iteration 27Q (35683.990000 sec): 3 clusters
  Score: Raw -316844.482867 + Penalty 2591.611318 = -314252.871550
  nChanged 9
		SP:Iteration 28Q (35684.150000 sec): 3 clusters
  Score: Raw -316846.552308 + Penalty 2591.611318 = -314254.940991
  nChanged 4
		SP:Iteration 29Q (35684.310000 sec): 3 clusters
  Score: Raw -316847.372143 + Penalty 2591.611318 = -314255.760826
  nChanged 5
		SP:Iteration 30Q (35684.570000 sec): 3 clusters
  Score: Raw -316848.726078 + Penalty 2591.611318 = -314257.114760
  nChanged 4
		SP:Iteration 31Q (35684.750000 sec): 3 clusters
  Score: Raw -316849.605600 + Penalty 2591.611318 = -314257.994282
  nChanged 3
		SP:Iteration 32Q (35684.930000 sec): 3 clusters
  Score: Raw -316850.373255 + Penalty 2591.611318 = -314258.761938
  nChanged 4
		SP:Iteration 33Q (35685.170000 sec): 3 clusters
  Score: Raw -316851.435131 + Penalty 2591.611318 = -314259.823813
  nChanged 2
		SP:Iteration 34Q (35685.370000 sec): 3 clusters
  Score: Raw -316851.848778 + Penalty 2591.611318 = -314260.237460
  nChanged 2
		SP:Iteration 35Q (35685.530000 sec): 3 clusters
  Score: Raw -316852.131647 + Penalty 2591.611318 = -314260.520329
  nChanged 2
		SP:Iteration 36Q (35685.740000 sec): 3 clusters
  Score: Raw -316852.424899 + Penalty 2591.611318 = -314260.813582
  nChanged 1
		SP:Iteration 37Q (35685.900000 sec): 3 clusters
  Score: Raw -316852.585529 + Penalty 2591.611318 = -314260.974211
  nChanged 2
		SP:Iteration 38Q (35686.070000 sec): 3 clusters
  Score: Raw -316853.525525 + Penalty 2591.611318 = -314261.914207
  nChanged 0
		SP:Iteration 39F (35686.280000 sec): 3 clusters
  Score: Raw -316853.525525 + Penalty 2591.611318 = -314261.914207
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35686.400000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35686.580000 sec): 3 clusters
  Score: Raw -44060.000563 + Penalty 1955.251077 = -42104.749486
  nChanged 88
		SP:Iteration 1F (35686.780000 sec): 3 clusters
  Score: Raw -44225.248083 + Penalty 1955.251077 = -42269.997006
  nChanged 23
		SP:Iteration 2F (35686.980000 sec): 3 clusters
  Score: Raw -44267.266447 + Penalty 1955.251077 = -42312.015370
  nChanged 8
		SP:Iteration 3Q (35687.150000 sec): 3 clusters
  Score: Raw -44281.877217 + Penalty 1955.251077 = -42326.626141
  nChanged 1
		SP:Iteration 4Q (35687.330000 sec): 3 clusters
  Score: Raw -44283.205819 + Penalty 1955.251077 = -42327.954742
  nChanged 0
		SP:Iteration 5F (35687.540000 sec): 3 clusters
  Score: Raw -44283.205819 + Penalty 1955.251077 = -42327.954742
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35687.660000 sec): 2 clusters
  Score: Raw -594394.987771 + Penalty 1412.747694 = -592982.240077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35687.880000 sec): 3 clusters
  Score: Raw -591243.362290 + Penalty 2825.495389 = -588417.866902
  nChanged 2487
		SP:Iteration 1F (35688.110000 sec): 3 clusters
  Score: Raw -592665.660137 + Penalty 2825.495389 = -589840.164748
  nChanged 435
		SP:Iteration 2F (35688.350000 sec): 3 clusters
  Score: Raw -592907.433381 + Penalty 2825.495389 = -590081.937993
  nChanged 336
		SP:Iteration 3F (35688.550000 sec): 3 clusters
  Score: Raw -593095.568762 + Penalty 2825.495389 = -590270.073373
  nChanged 329
		SP:Iteration 4F (35688.720000 sec): 3 clusters
  Score: Raw -593309.337423 + Penalty 2825.495389 = -590483.842034
  nChanged 333
		SP:Iteration 5F (35688.930000 sec): 3 clusters
  Score: Raw -593557.636141 + Penalty 2825.495389 = -590732.140752
  nChanged 299
		SP:Iteration 6F (35689.110000 sec): 3 clusters
  Score: Raw -593771.515846 + Penalty 2825.495389 = -590946.020457
  nChanged 276
		SP:Iteration 7Q (35689.350000 sec): 3 clusters
  Score: Raw -593972.911613 + Penalty 2825.495389 = -591147.416224
  nChanged 223
		SP:Iteration 8Q (35689.520000 sec): 3 clusters
  Score: Raw -594125.717500 + Penalty 2825.495389 = -591300.222112
  nChanged 169
		SP:Iteration 9Q (35689.760000 sec): 3 clusters
  Score: Raw -594254.606076 + Penalty 2825.495389 = -591429.110687
  nChanged 140
		SP:Iteration 10Q (35689.940000 sec): 3 clusters
  Score: Raw -594341.692758 + Penalty 2825.495389 = -591516.197369
  nChanged 94
		SP:Iteration 11Q (35690.150000 sec): 3 clusters
  Score: Raw -594399.186966 + Penalty 2825.495389 = -591573.691578
  nChanged 76
		SP:Iteration 12Q (35690.350000 sec): 3 clusters
  Score: Raw -594452.566828 + Penalty 2825.495389 = -591627.071440
  nChanged 78
		SP:Iteration 13Q (35690.500000 sec): 3 clusters
  Score: Raw -594503.149740 + Penalty 2825.495389 = -591677.654351
  nChanged 66
		SP:Iteration 14Q (35690.690000 sec): 3 clusters
  Score: Raw -594549.662438 + Penalty 2825.495389 = -591724.167049
  nChanged 53
		SP:Iteration 15Q (35690.860000 sec): 3 clusters
  Score: Raw -594584.719695 + Penalty 2825.495389 = -591759.224306
  nChanged 46
		SP:Iteration 16Q (35691.060000 sec): 3 clusters
  Score: Raw -594607.171353 + Penalty 2825.495389 = -591781.675964
  nChanged 33
		SP:Iteration 17Q (35691.270000 sec): 3 clusters
  Score: Raw -594622.704633 + Penalty 2825.495389 = -591797.209244
  nChanged 28
		SP:Iteration 18Q (35691.500000 sec): 3 clusters
  Score: Raw -594636.588468 + Penalty 2825.495389 = -591811.093079
  nChanged 19
		SP:Iteration 19Q (35691.750000 sec): 3 clusters
  Score: Raw -594645.612878 + Penalty 2825.495389 = -591820.117489
  nChanged 16
		SP:Iteration 20F (35692.020000 sec): 3 clusters
  Score: Raw -594651.638465 + Penalty 2825.495389 = -591826.143076
  nChanged 17
		SP:Iteration 21Q (35692.200000 sec): 3 clusters
  Score: Raw -594659.610612 + Penalty 2825.495389 = -591834.115223
  nChanged 18
		SP:Iteration 22Q (35692.390000 sec): 3 clusters
  Score: Raw -594670.463755 + Penalty 2825.495389 = -591844.968366
  nChanged 21
		SP:Iteration 23Q (35692.600000 sec): 3 clusters
  Score: Raw -594682.791738 + Penalty 2825.495389 = -591857.296349
  nChanged 19
		SP:Iteration 24Q (35692.810000 sec): 3 clusters
  Score: Raw -594694.817423 + Penalty 2825.495389 = -591869.322034
  nChanged 19
		SP:Iteration 25Q (35693.000000 sec): 3 clusters
  Score: Raw -594707.641015 + Penalty 2825.495389 = -591882.145626
  nChanged 14
		SP:Iteration 26Q (35693.200000 sec): 3 clusters
  Score: Raw -594715.252995 + Penalty 2825.495389 = -591889.757607
  nChanged 9
		SP:Iteration 27Q (35693.400000 sec): 3 clusters
  Score: Raw -594719.527921 + Penalty 2825.495389 = -591894.032532
  nChanged 6
		SP:Iteration 28Q (35693.620000 sec): 3 clusters
  Score: Raw -594721.817531 + Penalty 2825.495389 = -591896.322142
  nChanged 6
		SP:Iteration 29Q (35693.800000 sec): 3 clusters
  Score: Raw -594725.637990 + Penalty 2825.495389 = -591900.142602
  nChanged 9
		SP:Iteration 30Q (35694.010000 sec): 3 clusters
  Score: Raw -594729.548200 + Penalty 2825.495389 = -591904.052812
  nChanged 7
		SP:Iteration 31Q (35694.250000 sec): 3 clusters
  Score: Raw -594734.294407 + Penalty 2825.495389 = -591908.799018
  nChanged 4
		SP:Iteration 32Q (35694.460000 sec): 3 clusters
  Score: Raw -594736.894200 + Penalty 2825.495389 = -591911.398812
  nChanged 2
		SP:Iteration 33Q (35694.670000 sec): 3 clusters
  Score: Raw -594738.312838 + Penalty 2825.495389 = -591912.817449
  nChanged 5
		SP:Iteration 34Q (35694.820000 sec): 3 clusters
  Score: Raw -594741.597051 + Penalty 2825.495389 = -591916.101662
  nChanged 4
		SP:Iteration 35Q (35695.030000 sec): 3 clusters
  Score: Raw -594744.398923 + Penalty 2825.495389 = -591918.903534
  nChanged 1
		SP:Iteration 36Q (35695.300000 sec): 3 clusters
  Score: Raw -594744.542762 + Penalty 2825.495389 = -591919.047373
  nChanged 0
		SP:Iteration 37F (35695.450000 sec): 3 clusters
  Score: Raw -594744.542762 + Penalty 2825.495389 = -591919.047373
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35695.590000 sec): 2 clusters
  Score: Raw -376239.097376 + Penalty 1352.783461 = -374886.313915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35695.760000 sec): 3 clusters
  Score: Raw -374197.147166 + Penalty 2705.566922 = -371491.580244
  nChanged 1635
		SP:Iteration 1F (35695.980000 sec): 3 clusters
  Score: Raw -375302.294005 + Penalty 2705.566922 = -372596.727083
  nChanged 377
		SP:Iteration 2F (35696.150000 sec): 3 clusters
  Score: Raw -375597.474037 + Penalty 2705.566922 = -372891.907115
  nChanged 248
		SP:Iteration 3F (35696.380000 sec): 3 clusters
  Score: Raw -375771.680613 + Penalty 2705.566922 = -373066.113691
  nChanged 208
		SP:Iteration 4F (35696.580000 sec): 3 clusters
  Score: Raw -375901.819932 + Penalty 2705.566922 = -373196.253010
  nChanged 176
		SP:Iteration 5Q (35696.760000 sec): 3 clusters
  Score: Raw -376010.697205 + Penalty 2705.566922 = -373305.130283
  nChanged 154
		SP:Iteration 6Q (35696.970000 sec): 3 clusters
  Score: Raw -376094.234241 + Penalty 2705.566922 = -373388.667319
  nChanged 109
		SP:Iteration 7Q (35697.140000 sec): 3 clusters
  Score: Raw -376148.644834 + Penalty 2705.566922 = -373443.077912
  nChanged 84
		SP:Iteration 8Q (35697.360000 sec): 3 clusters
  Score: Raw -376192.353574 + Penalty 2705.566922 = -373486.786651
  nChanged 63
		SP:Iteration 9Q (35697.570000 sec): 3 clusters
  Score: Raw -376215.956633 + Penalty 2705.566922 = -373510.389711
  nChanged 50
		SP:Iteration 10Q (35697.760000 sec): 3 clusters
  Score: Raw -376233.197322 + Penalty 2705.566922 = -373527.630400
  nChanged 43
		SP:Iteration 11Q (35697.980000 sec): 3 clusters
  Score: Raw -376249.358833 + Penalty 2705.566922 = -373543.791910
  nChanged 40
		SP:Iteration 12Q (35698.200000 sec): 3 clusters
  Score: Raw -376267.809796 + Penalty 2705.566922 = -373562.242874
  nChanged 43
		SP:Iteration 13Q (35698.440000 sec): 3 clusters
  Score: Raw -376288.949605 + Penalty 2705.566922 = -373583.382683
  nChanged 45
		SP:Iteration 14Q (35698.580000 sec): 3 clusters
  Score: Raw -376308.102767 + Penalty 2705.566922 = -373602.535845
  nChanged 49
		SP:Iteration 15Q (35698.780000 sec): 3 clusters
  Score: Raw -376333.290931 + Penalty 2705.566922 = -373627.724009
  nChanged 49
		SP:Iteration 16Q (35698.970000 sec): 3 clusters
  Score: Raw -376357.340024 + Penalty 2705.566922 = -373651.773102
  nChanged 42
		SP:Iteration 17Q (35699.190000 sec): 3 clusters
  Score: Raw -376374.273156 + Penalty 2705.566922 = -373668.706234
  nChanged 32
		SP:Iteration 18Q (35699.370000 sec): 3 clusters
  Score: Raw -376383.848357 + Penalty 2705.566922 = -373678.281435
  nChanged 21
		SP:Iteration 19Q (35699.530000 sec): 3 clusters
  Score: Raw -376389.141630 + Penalty 2705.566922 = -373683.574708
  nChanged 24
		SP:Iteration 20F (35699.680000 sec): 3 clusters
  Score: Raw -376397.033141 + Penalty 2705.566922 = -373691.466219
  nChanged 24
		SP:Iteration 21Q (35699.850000 sec): 3 clusters
  Score: Raw -376407.822792 + Penalty 2705.566922 = -373702.255870
  nChanged 28
		SP:Iteration 22Q (35700.070000 sec): 3 clusters
  Score: Raw -376419.222925 + Penalty 2705.566922 = -373713.656003
  nChanged 30
		SP:Iteration 23Q (35700.250000 sec): 3 clusters
  Score: Raw -376430.358702 + Penalty 2705.566922 = -373724.791780
  nChanged 32
		SP:Iteration 24Q (35700.470000 sec): 3 clusters
  Score: Raw -376440.963413 + Penalty 2705.566922 = -373735.396491
  nChanged 27
		SP:Iteration 25Q (35700.620000 sec): 3 clusters
  Score: Raw -376451.200844 + Penalty 2705.566922 = -373745.633922
  nChanged 26
		SP:Iteration 26Q (35700.800000 sec): 3 clusters
  Score: Raw -376460.708713 + Penalty 2705.566922 = -373755.141791
  nChanged 27
		SP:Iteration 27Q (35700.990000 sec): 3 clusters
  Score: Raw -376472.599684 + Penalty 2705.566922 = -373767.032762
  nChanged 29
		SP:Iteration 28Q (35701.200000 sec): 3 clusters
  Score: Raw -376482.523525 + Penalty 2705.566922 = -373776.956603
  nChanged 29
		SP:Iteration 29Q (35701.350000 sec): 3 clusters
  Score: Raw -376496.288433 + Penalty 2705.566922 = -373790.721511
  nChanged 31
		SP:Iteration 30Q (35701.590000 sec): 3 clusters
  Score: Raw -376506.623103 + Penalty 2705.566922 = -373801.056181
  nChanged 19
		SP:Iteration 31Q (35701.770000 sec): 3 clusters
  Score: Raw -376513.282468 + Penalty 2705.566922 = -373807.715546
  nChanged 21
		SP:Iteration 32Q (35701.950000 sec): 3 clusters
  Score: Raw -376519.212469 + Penalty 2705.566922 = -373813.645547
  nChanged 18
		SP:Iteration 33Q (35702.150000 sec): 3 clusters
  Score: Raw -376524.521038 + Penalty 2705.566922 = -373818.954116
  nChanged 20
		SP:Iteration 34Q (35702.280000 sec): 3 clusters
  Score: Raw -376530.111693 + Penalty 2705.566922 = -373824.544771
  nChanged 13
		SP:Iteration 35Q (35702.490000 sec): 3 clusters
  Score: Raw -376533.927813 + Penalty 2705.566922 = -373828.360891
  nChanged 11
		SP:Iteration 36Q (35702.670000 sec): 3 clusters
  Score: Raw -376536.205058 + Penalty 2705.566922 = -373830.638136
  nChanged 9
		SP:Iteration 37Q (35702.870000 sec): 3 clusters
  Score: Raw -376538.290831 + Penalty 2705.566922 = -373832.723909
  nChanged 12
		SP:Iteration 38Q (35703.070000 sec): 3 clusters
  Score: Raw -376541.532272 + Penalty 2705.566922 = -373835.965349
  nChanged 10
		SP:Iteration 39Q (35703.250000 sec): 3 clusters
  Score: Raw -376544.898736 + Penalty 2705.566922 = -373839.331813
  nChanged 10
		SP:Iteration 40F (35703.410000 sec): 3 clusters
  Score: Raw -376547.960899 + Penalty 2705.566922 = -373842.393977
  nChanged 9
		SP:Iteration 41Q (35703.560000 sec): 3 clusters
  Score: Raw -376550.478214 + Penalty 2705.566922 = -373844.911292
  nChanged 7
		SP:Iteration 42Q (35703.780000 sec): 3 clusters
  Score: Raw -376553.487645 + Penalty 2705.566922 = -373847.920723
  nChanged 11
		SP:Iteration 43Q (35703.940000 sec): 3 clusters
  Score: Raw -376556.404413 + Penalty 2705.566922 = -373850.837491
  nChanged 10
		SP:Iteration 44Q (35704.110000 sec): 3 clusters
  Score: Raw -376558.488686 + Penalty 2705.566922 = -373852.921764
  nChanged 8
		SP:Iteration 45Q (35704.290000 sec): 3 clusters
  Score: Raw -376560.786438 + Penalty 2705.566922 = -373855.219516
  nChanged 12
		SP:Iteration 46Q (35704.500000 sec): 3 clusters
  Score: Raw -376564.442497 + Penalty 2705.566922 = -373858.875575
  nChanged 14
		SP:Iteration 47Q (35704.660000 sec): 3 clusters
  Score: Raw -376568.594911 + Penalty 2705.566922 = -373863.027989
  nChanged 12
		SP:Iteration 48Q (35704.810000 sec): 3 clusters
  Score: Raw -376572.106396 + Penalty 2705.566922 = -373866.539474
  nChanged 17
		SP:Iteration 49Q (35705.030000 sec): 3 clusters
  Score: Raw -376575.880886 + Penalty 2705.566922 = -373870.313964
  nChanged 16
		SP:Iteration 50Q (35705.230000 sec): 3 clusters
  Score: Raw -376582.298509 + Penalty 2705.566922 = -373876.731587
  nChanged 19
		SP:Iteration 51Q (35705.410000 sec): 3 clusters
  Score: Raw -376595.476940 + Penalty 2705.566922 = -373889.910018
  nChanged 24
		SP:Iteration 52Q (35705.580000 sec): 3 clusters
  Score: Raw -376605.611368 + Penalty 2705.566922 = -373900.044446
  nChanged 26
		SP:Iteration 53Q (35705.760000 sec): 3 clusters
  Score: Raw -376614.885207 + Penalty 2705.566922 = -373909.318285
  nChanged 25
		SP:Iteration 54Q (35705.910000 sec): 3 clusters
  Score: Raw -376623.089371 + Penalty 2705.566922 = -373917.522449
  nChanged 26
		SP:Iteration 55Q (35706.110000 sec): 3 clusters
  Score: Raw -376631.963198 + Penalty 2705.566922 = -373926.396276
  nChanged 23
		SP:Iteration 56Q (35706.280000 sec): 3 clusters
  Score: Raw -376641.201845 + Penalty 2705.566922 = -373935.634922
  nChanged 16
		SP:Iteration 57Q (35706.450000 sec): 3 clusters
  Score: Raw -376647.722357 + Penalty 2705.566922 = -373942.155435
  nChanged 12
		SP:Iteration 58Q (35706.610000 sec): 3 clusters
  Score: Raw -376652.840815 + Penalty 2705.566922 = -373947.273893
  nChanged 8
		SP:Iteration 59Q (35706.800000 sec): 3 clusters
  Score: Raw -376655.999669 + Penalty 2705.566922 = -373950.432747
  nChanged 6
		SP:Iteration 60F (35706.970000 sec): 3 clusters
  Score: Raw -376657.954049 + Penalty 2705.566922 = -373952.387127
  nChanged 7
		SP:Iteration 61Q (35707.200000 sec): 3 clusters
  Score: Raw -376661.247413 + Penalty 2705.566922 = -373955.680491
  nChanged 10
		SP:Iteration 62Q (35707.370000 sec): 3 clusters
  Score: Raw -376664.196411 + Penalty 2705.566922 = -373958.629489
  nChanged 7
		SP:Iteration 63Q (35707.560000 sec): 3 clusters
  Score: Raw -376666.356163 + Penalty 2705.566922 = -373960.789241
  nChanged 8
		SP:Iteration 64Q (35707.750000 sec): 3 clusters
  Score: Raw -376670.038837 + Penalty 2705.566922 = -373964.471915
  nChanged 15
		SP:Iteration 65Q (35707.940000 sec): 3 clusters
  Score: Raw -376675.219940 + Penalty 2705.566922 = -373969.653018
  nChanged 10
		SP:Iteration 66Q (35708.120000 sec): 3 clusters
  Score: Raw -376678.557664 + Penalty 2705.566922 = -373972.990742
  nChanged 9
		SP:Iteration 67Q (35708.300000 sec): 3 clusters
  Score: Raw -376680.638142 + Penalty 2705.566922 = -373975.071220
  nChanged 5
		SP:Iteration 68Q (35708.480000 sec): 3 clusters
  Score: Raw -376681.997796 + Penalty 2705.566922 = -373976.430874
  nChanged 3
		SP:Iteration 69Q (35708.720000 sec): 3 clusters
  Score: Raw -376682.878459 + Penalty 2705.566922 = -373977.311537
  nChanged 2
		SP:Iteration 70Q (35708.930000 sec): 3 clusters
  Score: Raw -376683.635383 + Penalty 2705.566922 = -373978.068461
  nChanged 2
		SP:Iteration 71Q (35709.100000 sec): 3 clusters
  Score: Raw -376684.079530 + Penalty 2705.566922 = -373978.512608
  nChanged 2
		SP:Iteration 72Q (35709.280000 sec): 3 clusters
  Score: Raw -376684.502644 + Penalty 2705.566922 = -373978.935722
  nChanged 1
		SP:Iteration 73Q (35709.470000 sec): 3 clusters
  Score: Raw -376684.663705 + Penalty 2705.566922 = -373979.096782
  nChanged 0
		SP:Iteration 74F (35709.690000 sec): 3 clusters
  Score: Raw -376684.663705 + Penalty 2705.566922 = -373979.096782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35709.780000 sec): 2 clusters
  Score: Raw -436982.503806 + Penalty 1356.675863 = -435625.827944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35709.970000 sec): 3 clusters
  Score: Raw -434877.701909 + Penalty 2713.351725 = -432164.350183
  nChanged 1665
		SP:Iteration 1F (35710.140000 sec): 3 clusters
  Score: Raw -435771.713801 + Penalty 2713.351725 = -433058.362076
  nChanged 264
		SP:Iteration 2F (35710.320000 sec): 3 clusters
  Score: Raw -435903.538119 + Penalty 2713.351725 = -433190.186393
  nChanged 157
		SP:Iteration 3Q (35710.530000 sec): 3 clusters
  Score: Raw -435973.183141 + Penalty 2713.351725 = -433259.831416
  nChanged 144
		SP:Iteration 4Q (35710.730000 sec): 3 clusters
  Score: Raw -436043.042564 + Penalty 2713.351725 = -433329.690838
  nChanged 135
		SP:Iteration 5Q (35710.940000 sec): 3 clusters
  Score: Raw -436112.342767 + Penalty 2713.351725 = -433398.991042
  nChanged 118
		SP:Iteration 6Q (35711.140000 sec): 3 clusters
  Score: Raw -436170.652661 + Penalty 2713.351725 = -433457.300936
  nChanged 109
		SP:Iteration 7Q (35711.310000 sec): 3 clusters
  Score: Raw -436221.094978 + Penalty 2713.351725 = -433507.743253
  nChanged 103
		SP:Iteration 8Q (35711.540000 sec): 3 clusters
  Score: Raw -436270.183198 + Penalty 2713.351725 = -433556.831472
  nChanged 94
		SP:Iteration 9Q (35711.750000 sec): 3 clusters
  Score: Raw -436317.890259 + Penalty 2713.351725 = -433604.538534
  nChanged 104
		SP:Iteration 10Q (35711.930000 sec): 3 clusters
  Score: Raw -436368.550604 + Penalty 2713.351725 = -433655.198879
  nChanged 90
		SP:Iteration 11Q (35712.160000 sec): 3 clusters
  Score: Raw -436406.778378 + Penalty 2713.351725 = -433693.426653
  nChanged 83
		SP:Iteration 12Q (35712.360000 sec): 3 clusters
  Score: Raw -436448.280173 + Penalty 2713.351725 = -433734.928448
  nChanged 86
		SP:Iteration 13Q (35712.550000 sec): 3 clusters
  Score: Raw -436487.720074 + Penalty 2713.351725 = -433774.368349
  nChanged 99
		SP:Iteration 14Q (35712.750000 sec): 3 clusters
  Score: Raw -436545.580814 + Penalty 2713.351725 = -433832.229089
  nChanged 117
		SP:Iteration 15Q (35712.950000 sec): 3 clusters
  Score: Raw -436615.209264 + Penalty 2713.351725 = -433901.857538
  nChanged 116
		SP:Iteration 16Q (35713.150000 sec): 3 clusters
  Score: Raw -436692.706640 + Penalty 2713.351725 = -433979.354914
  nChanged 114
		SP:Iteration 17Q (35713.350000 sec): 3 clusters
  Score: Raw -436767.997210 + Penalty 2713.351725 = -434054.645485
  nChanged 93
		SP:Iteration 18Q (35713.510000 sec): 3 clusters
  Score: Raw -436827.656535 + Penalty 2713.351725 = -434114.304810
  nChanged 76
		SP:Iteration 19Q (35713.700000 sec): 3 clusters
  Score: Raw -436886.043439 + Penalty 2713.351725 = -434172.691714
  nChanged 82
		SP:Iteration 20F (35713.910000 sec): 3 clusters
  Score: Raw -436937.475318 + Penalty 2713.351725 = -434224.123593
  nChanged 69
		SP:Iteration 21Q (35714.160000 sec): 3 clusters
  Score: Raw -436986.251760 + Penalty 2713.351725 = -434272.900035
  nChanged 54
		SP:Iteration 22Q (35714.350000 sec): 3 clusters
  Score: Raw -437016.817354 + Penalty 2713.351725 = -434303.465629
  nChanged 34
		SP:Iteration 23Q (35714.570000 sec): 3 clusters
  Score: Raw -437030.322103 + Penalty 2713.351725 = -434316.970377
  nChanged 25
		SP:Iteration 24Q (35714.790000 sec): 3 clusters
  Score: Raw -437040.983117 + Penalty 2713.351725 = -434327.631391
  nChanged 17
		SP:Iteration 25Q (35715.020000 sec): 3 clusters
  Score: Raw -437049.327746 + Penalty 2713.351725 = -434335.976020
  nChanged 20
		SP:Iteration 26Q (35715.250000 sec): 3 clusters
  Score: Raw -437061.140255 + Penalty 2713.351725 = -434347.788530
  nChanged 18
		SP:Iteration 27Q (35715.500000 sec): 3 clusters
  Score: Raw -437070.986980 + Penalty 2713.351725 = -434357.635254
  nChanged 14
		SP:Iteration 28Q (35715.670000 sec): 3 clusters
  Score: Raw -437078.386872 + Penalty 2713.351725 = -434365.035147
  nChanged 11
		SP:Iteration 29Q (35715.920000 sec): 3 clusters
  Score: Raw -437082.637684 + Penalty 2713.351725 = -434369.285959
  nChanged 10
		SP:Iteration 30Q (35716.110000 sec): 3 clusters
  Score: Raw -437088.060783 + Penalty 2713.351725 = -434374.709058
  nChanged 10
		SP:Iteration 31Q (35716.310000 sec): 3 clusters
  Score: Raw -437096.281532 + Penalty 2713.351725 = -434382.929807
  nChanged 10
		SP:Iteration 32Q (35716.490000 sec): 3 clusters
  Score: Raw -437102.350944 + Penalty 2713.351725 = -434388.999219
  nChanged 10
		SP:Iteration 33Q (35716.690000 sec): 3 clusters
  Score: Raw -437108.390745 + Penalty 2713.351725 = -434395.039020
  nChanged 10
		SP:Iteration 34Q (35716.850000 sec): 3 clusters
  Score: Raw -437113.558623 + Penalty 2713.351725 = -434400.206897
  nChanged 8
		SP:Iteration 35Q (35717.040000 sec): 3 clusters
  Score: Raw -437116.172736 + Penalty 2713.351725 = -434402.821010
  nChanged 6
		SP:Iteration 36Q (35717.210000 sec): 3 clusters
  Score: Raw -437118.946689 + Penalty 2713.351725 = -434405.594964
  nChanged 3
		SP:Iteration 37Q (35717.420000 sec): 3 clusters
  Score: Raw -437120.471439 + Penalty 2713.351725 = -434407.119714
  nChanged 4
		SP:Iteration 38Q (35717.580000 sec): 3 clusters
  Score: Raw -437122.416854 + Penalty 2713.351725 = -434409.065128
  nChanged 7
		SP:Iteration 39Q (35717.780000 sec): 3 clusters
  Score: Raw -437126.774227 + Penalty 2713.351725 = -434413.422502
  nChanged 10
		SP:Iteration 40F (35717.950000 sec): 3 clusters
  Score: Raw -437131.558671 + Penalty 2713.351725 = -434418.206946
  nChanged 8
		SP:Iteration 41Q (35718.140000 sec): 3 clusters
  Score: Raw -437134.386801 + Penalty 2713.351725 = -434421.035076
  nChanged 2
		SP:Iteration 42Q (35718.370000 sec): 3 clusters
  Score: Raw -437135.139755 + Penalty 2713.351725 = -434421.788030
  nChanged 1
		SP:Iteration 43Q (35718.530000 sec): 3 clusters
  Score: Raw -437136.636569 + Penalty 2713.351725 = -434423.284843
  nChanged 2
		SP:Iteration 44Q (35718.710000 sec): 3 clusters
  Score: Raw -437137.487593 + Penalty 2713.351725 = -434424.135867
  nChanged 1
		SP:Iteration 45Q (35718.920000 sec): 3 clusters
  Score: Raw -437138.018988 + Penalty 2713.351725 = -434424.667263
  nChanged 0
		SP:Iteration 46F (35719.090000 sec): 3 clusters
  Score: Raw -437138.018988 + Penalty 2713.351725 = -434424.667263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35719.210000 sec): 2 clusters
  Score: Raw -435563.948103 + Penalty 1368.432442 = -434195.515660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35719.420000 sec): 3 clusters
  Score: Raw -433268.893314 + Penalty 2736.864885 = -430532.028429
  nChanged 1847
		SP:Iteration 1F (35719.590000 sec): 3 clusters
  Score: Raw -434441.972246 + Penalty 2736.864885 = -431705.107361
  nChanged 405
		SP:Iteration 2F (35719.790000 sec): 3 clusters
  Score: Raw -434757.272982 + Penalty 2736.864885 = -432020.408097
  nChanged 325
		SP:Iteration 3F (35719.990000 sec): 3 clusters
  Score: Raw -435032.822753 + Penalty 2736.864885 = -432295.957868
  nChanged 295
		SP:Iteration 4F (35720.210000 sec): 3 clusters
  Score: Raw -435320.822754 + Penalty 2736.864885 = -432583.957869
  nChanged 271
		SP:Iteration 5F (35720.360000 sec): 3 clusters
  Score: Raw -435619.133513 + Penalty 2736.864885 = -432882.268628
  nChanged 242
		SP:Iteration 6F (35720.570000 sec): 3 clusters
  Score: Raw -435841.654811 + Penalty 2736.864885 = -433104.789926
  nChanged 182
		SP:Iteration 7Q (35720.780000 sec): 3 clusters
  Score: Raw -436013.326694 + Penalty 2736.864885 = -433276.461809
  nChanged 157
		SP:Iteration 8Q (35720.980000 sec): 3 clusters
  Score: Raw -436161.492786 + Penalty 2736.864885 = -433424.627901
  nChanged 118
		SP:Iteration 9Q (35721.140000 sec): 3 clusters
  Score: Raw -436258.100751 + Penalty 2736.864885 = -433521.235866
  nChanged 82
		SP:Iteration 10Q (35721.330000 sec): 3 clusters
  Score: Raw -436320.494227 + Penalty 2736.864885 = -433583.629342
  nChanged 61
		SP:Iteration 11Q (35721.570000 sec): 3 clusters
  Score: Raw -436367.229327 + Penalty 2736.864885 = -433630.364443
  nChanged 46
		SP:Iteration 12Q (35721.740000 sec): 3 clusters
  Score: Raw -436394.596462 + Penalty 2736.864885 = -433657.731577
  nChanged 29
		SP:Iteration 13Q (35721.920000 sec): 3 clusters
  Score: Raw -436408.826106 + Penalty 2736.864885 = -433671.961221
  nChanged 21
		SP:Iteration 14Q (35722.110000 sec): 3 clusters
  Score: Raw -436419.067453 + Penalty 2736.864885 = -433682.202568
  nChanged 14
		SP:Iteration 15Q (35722.320000 sec): 3 clusters
  Score: Raw -436425.945249 + Penalty 2736.864885 = -433689.080364
  nChanged 9
		SP:Iteration 16Q (35722.530000 sec): 3 clusters
  Score: Raw -436429.364233 + Penalty 2736.864885 = -433692.499348
  nChanged 6
		SP:Iteration 17Q (35722.680000 sec): 3 clusters
  Score: Raw -436432.068224 + Penalty 2736.864885 = -433695.203339
  nChanged 11
		SP:Iteration 18Q (35722.870000 sec): 3 clusters
  Score: Raw -436435.272965 + Penalty 2736.864885 = -433698.408080
  nChanged 6
		SP:Iteration 19Q (35723.080000 sec): 3 clusters
  Score: Raw -436437.688054 + Penalty 2736.864885 = -433700.823169
  nChanged 6
		SP:Iteration 20F (35723.260000 sec): 3 clusters
  Score: Raw -436439.544310 + Penalty 2736.864885 = -433702.679425
  nChanged 5
		SP:Iteration 21Q (35723.490000 sec): 3 clusters
  Score: Raw -436441.147132 + Penalty 2736.864885 = -433704.282247
  nChanged 2
		SP:Iteration 22Q (35723.650000 sec): 3 clusters
  Score: Raw -436441.601093 + Penalty 2736.864885 = -433704.736208
  nChanged 0
		SP:Iteration 23F (35723.890000 sec): 3 clusters
  Score: Raw -436441.601093 + Penalty 2736.864885 = -433704.736208
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35724.000000 sec): 2 clusters
  Score: Raw -1091043.250102 + Penalty 1509.396991 = -1089533.853111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35724.280000 sec): 3 clusters
  Score: Raw -1084931.101278 + Penalty 3018.793983 = -1081912.307296
  nChanged 4668
		SP:Iteration 1F (35724.470000 sec): 3 clusters
  Score: Raw -1087556.737574 + Penalty 3018.793983 = -1084537.943592
  nChanged 644
		SP:Iteration 2F (35724.760000 sec): 3 clusters
  Score: Raw -1087848.216259 + Penalty 3018.793983 = -1084829.422276
  nChanged 590
		SP:Iteration 3F (35725.010000 sec): 3 clusters
  Score: Raw -1088166.423345 + Penalty 3018.793983 = -1085147.629362
  nChanged 589
		SP:Iteration 4F (35725.260000 sec): 3 clusters
  Score: Raw -1088494.397398 + Penalty 3018.793983 = -1085475.603416
  nChanged 599
		SP:Iteration 5F (35725.440000 sec): 3 clusters
  Score: Raw -1088884.715955 + Penalty 3018.793983 = -1085865.921972
  nChanged 623
		SP:Iteration 6F (35725.720000 sec): 3 clusters
  Score: Raw -1089344.152455 + Penalty 3018.793983 = -1086325.358472
  nChanged 574
		SP:Iteration 7F (35725.920000 sec): 3 clusters
  Score: Raw -1089809.179890 + Penalty 3018.793983 = -1086790.385907
  nChanged 488
		SP:Iteration 8Q (35726.190000 sec): 3 clusters
  Score: Raw -1090197.294820 + Penalty 3018.793983 = -1087178.500837
  nChanged 414
		SP:Iteration 9Q (35726.400000 sec): 3 clusters
  Score: Raw -1090562.380314 + Penalty 3018.793983 = -1087543.586332
  nChanged 281
		SP:Iteration 10Q (35726.640000 sec): 3 clusters
  Score: Raw -1090812.168589 + Penalty 3018.793983 = -1087793.374606
  nChanged 201
		SP:Iteration 11Q (35726.910000 sec): 3 clusters
  Score: Raw -1090992.229091 + Penalty 3018.793983 = -1087973.435108
  nChanged 125
		SP:Iteration 12Q (35727.120000 sec): 3 clusters
  Score: Raw -1091092.087498 + Penalty 3018.793983 = -1088073.293516
  nChanged 89
		SP:Iteration 13Q (35727.350000 sec): 3 clusters
  Score: Raw -1091152.622386 + Penalty 3018.793983 = -1088133.828403
  nChanged 66
		SP:Iteration 14Q (35727.590000 sec): 3 clusters
  Score: Raw -1091188.731227 + Penalty 3018.793983 = -1088169.937244
  nChanged 47
		SP:Iteration 15Q (35727.800000 sec): 3 clusters
  Score: Raw -1091212.102334 + Penalty 3018.793983 = -1088193.308351
  nChanged 37
		SP:Iteration 16Q (35728.020000 sec): 3 clusters
  Score: Raw -1091231.907120 + Penalty 3018.793983 = -1088213.113137
  nChanged 29
		SP:Iteration 17Q (35728.240000 sec): 3 clusters
  Score: Raw -1091247.082223 + Penalty 3018.793983 = -1088228.288240
  nChanged 16
		SP:Iteration 18Q (35728.430000 sec): 3 clusters
  Score: Raw -1091255.932636 + Penalty 3018.793983 = -1088237.138653
  nChanged 17
		SP:Iteration 19Q (35728.630000 sec): 3 clusters
  Score: Raw -1091263.101079 + Penalty 3018.793983 = -1088244.307096
  nChanged 12
		SP:Iteration 20F (35728.860000 sec): 3 clusters
  Score: Raw -1091268.028169 + Penalty 3018.793983 = -1088249.234186
  nChanged 9
		SP:Iteration 21Q (35729.110000 sec): 3 clusters
  Score: Raw -1091271.896177 + Penalty 3018.793983 = -1088253.102194
  nChanged 14
		SP:Iteration 22Q (35729.330000 sec): 3 clusters
  Score: Raw -1091278.007693 + Penalty 3018.793983 = -1088259.213710
  nChanged 15
		SP:Iteration 23Q (35729.560000 sec): 3 clusters
  Score: Raw -1091285.007147 + Penalty 3018.793983 = -1088266.213164
  nChanged 13
		SP:Iteration 24Q (35729.790000 sec): 3 clusters
  Score: Raw -1091290.925257 + Penalty 3018.793983 = -1088272.131274
  nChanged 10
		SP:Iteration 25Q (35730.040000 sec): 3 clusters
  Score: Raw -1091299.468417 + Penalty 3018.793983 = -1088280.674434
  nChanged 13
		SP:Iteration 26Q (35730.300000 sec): 3 clusters
  Score: Raw -1091307.116728 + Penalty 3018.793983 = -1088288.322746
  nChanged 10
		SP:Iteration 27Q (35730.610000 sec): 3 clusters
  Score: Raw -1091310.444695 + Penalty 3018.793983 = -1088291.650712
  nChanged 6
		SP:Iteration 28Q (35730.810000 sec): 3 clusters
  Score: Raw -1091312.518656 + Penalty 3018.793983 = -1088293.724674
  nChanged 4
		SP:Iteration 29Q (35731.080000 sec): 3 clusters
  Score: Raw -1091314.729392 + Penalty 3018.793983 = -1088295.935409
  nChanged 2
		SP:Iteration 30Q (35731.270000 sec): 3 clusters
  Score: Raw -1091315.274779 + Penalty 3018.793983 = -1088296.480797
  nChanged 3
		SP:Iteration 31Q (35731.530000 sec): 3 clusters
  Score: Raw -1091315.998091 + Penalty 3018.793983 = -1088297.204108
  nChanged 2
		SP:Iteration 32Q (35731.740000 sec): 3 clusters
  Score: Raw -1091316.281367 + Penalty 3018.793983 = -1088297.487384
  nChanged 1
		SP:Iteration 33Q (35732.000000 sec): 3 clusters
  Score: Raw -1091316.389417 + Penalty 3018.793983 = -1088297.595435
  nChanged 0
		SP:Iteration 34F (35732.210000 sec): 3 clusters
  Score: Raw -1091316.389417 + Penalty 3018.793983 = -1088297.595435
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35732.310000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35732.520000 sec): 3 clusters
  Score: Raw -53978.735602 + Penalty 2038.685027 = -51940.050575
  nChanged 127
		SP:Iteration 1F (35732.680000 sec): 3 clusters
  Score: Raw -54149.794128 + Penalty 2038.685027 = -52111.109100
  nChanged 28
		SP:Iteration 2F (35732.860000 sec): 3 clusters
  Score: Raw -54214.753737 + Penalty 2038.685027 = -52176.068710
  nChanged 14
		SP:Iteration 3Q (35733.090000 sec): 3 clusters
  Score: Raw -54238.028093 + Penalty 2038.685027 = -52199.343066
  nChanged 9
		SP:Iteration 4Q (35733.280000 sec): 3 clusters
  Score: Raw -54253.192964 + Penalty 2038.685027 = -52214.507937
  nChanged 2
		SP:Iteration 5Q (35733.460000 sec): 3 clusters
  Score: Raw -54255.330789 + Penalty 2038.685027 = -52216.645762
  nChanged 0
		SP:Iteration 6F (35733.650000 sec): 3 clusters
  Score: Raw -54255.330789 + Penalty 2038.685027 = -52216.645762
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35733.800000 sec): 2 clusters
  Score: Raw -228211.002641 + Penalty 1253.272123 = -226957.730517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35733.990000 sec): 3 clusters
  Score: Raw -227245.371855 + Penalty 2506.544246 = -224738.827609
  nChanged 799
		SP:Iteration 1F (35734.140000 sec): 3 clusters
  Score: Raw -227746.211480 + Penalty 2506.544246 = -225239.667233
  nChanged 176
		SP:Iteration 2F (35734.340000 sec): 3 clusters
  Score: Raw -227872.140834 + Penalty 2506.544246 = -225365.596587
  nChanged 121
		SP:Iteration 3F (35734.490000 sec): 3 clusters
  Score: Raw -227980.007259 + Penalty 2506.544246 = -225473.463013
  nChanged 110
		SP:Iteration 4Q (35734.650000 sec): 3 clusters
  Score: Raw -228071.495884 + Penalty 2506.544246 = -225564.951638
  nChanged 107
		SP:Iteration 5Q (35734.850000 sec): 3 clusters
  Score: Raw -228164.302860 + Penalty 2506.544246 = -225657.758614
  nChanged 79
		SP:Iteration 6Q (35735.050000 sec): 3 clusters
  Score: Raw -228228.111258 + Penalty 2506.544246 = -225721.567012
  nChanged 66
		SP:Iteration 7Q (35735.250000 sec): 3 clusters
  Score: Raw -228270.873710 + Penalty 2506.544246 = -225764.329464
  nChanged 43
		SP:Iteration 8Q (35735.400000 sec): 3 clusters
  Score: Raw -228298.141539 + Penalty 2506.544246 = -225791.597292
  nChanged 29
		SP:Iteration 9Q (35735.620000 sec): 3 clusters
  Score: Raw -228315.696556 + Penalty 2506.544246 = -225809.152310
  nChanged 18
		SP:Iteration 10Q (35735.830000 sec): 3 clusters
  Score: Raw -228325.772932 + Penalty 2506.544246 = -225819.228686
  nChanged 20
		SP:Iteration 11Q (35736.040000 sec): 3 clusters
  Score: Raw -228337.190966 + Penalty 2506.544246 = -225830.646720
  nChanged 17
		SP:Iteration 12Q (35736.260000 sec): 3 clusters
  Score: Raw -228349.120802 + Penalty 2506.544246 = -225842.576556
  nChanged 24
		SP:Iteration 13Q (35736.440000 sec): 3 clusters
  Score: Raw -228367.172154 + Penalty 2506.544246 = -225860.627908
  nChanged 23
		SP:Iteration 14Q (35736.610000 sec): 3 clusters
  Score: Raw -228379.729082 + Penalty 2506.544246 = -225873.184836
  nChanged 26
		SP:Iteration 15Q (35736.780000 sec): 3 clusters
  Score: Raw -228396.091610 + Penalty 2506.544246 = -225889.547364
  nChanged 23
		SP:Iteration 16Q (35736.950000 sec): 3 clusters
  Score: Raw -228408.970796 + Penalty 2506.544246 = -225902.426550
  nChanged 20
		SP:Iteration 17Q (35737.160000 sec): 3 clusters
  Score: Raw -228418.451179 + Penalty 2506.544246 = -225911.906933
  nChanged 9
		SP:Iteration 18Q (35737.390000 sec): 3 clusters
  Score: Raw -228421.996626 + Penalty 2506.544246 = -225915.452380
  nChanged 6
		SP:Iteration 19Q (35737.630000 sec): 3 clusters
  Score: Raw -228424.085298 + Penalty 2506.544246 = -225917.541052
  nChanged 1
		SP:Iteration 20F (35737.760000 sec): 3 clusters
  Score: Raw -228424.495698 + Penalty 2506.544246 = -225917.951452
  nChanged 3
		SP:Iteration 21Q (35737.960000 sec): 3 clusters
  Score: Raw -228426.051438 + Penalty 2506.544246 = -225919.507192
  nChanged 3
		SP:Iteration 22Q (35738.160000 sec): 3 clusters
  Score: Raw -228428.787010 + Penalty 2506.544246 = -225922.242764
  nChanged 5
		SP:Iteration 23Q (35738.350000 sec): 3 clusters
  Score: Raw -228431.677555 + Penalty 2506.544246 = -225925.133309
  nChanged 4
		SP:Iteration 24Q (35738.530000 sec): 3 clusters
  Score: Raw -228432.962260 + Penalty 2506.544246 = -225926.418014
  nChanged 3
		SP:Iteration 25Q (35738.720000 sec): 3 clusters
  Score: Raw -228434.118057 + Penalty 2506.544246 = -225927.573811
  nChanged 2
		SP:Iteration 26Q (35738.880000 sec): 3 clusters
  Score: Raw -228435.019058 + Penalty 2506.544246 = -225928.474812
  nChanged 1
		SP:Iteration 27Q (35739.050000 sec): 3 clusters
  Score: Raw -228435.317623 + Penalty 2506.544246 = -225928.773377
  nChanged 1
		SP:Iteration 28Q (35739.240000 sec): 3 clusters
  Score: Raw -228435.551683 + Penalty 2506.544246 = -225929.007437
  nChanged 0
		SP:Iteration 29F (35739.430000 sec): 3 clusters
  Score: Raw -228435.551683 + Penalty 2506.544246 = -225929.007437
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35739.540000 sec): 2 clusters
  Score: Raw -213518.779354 + Penalty 1243.847024 = -212274.932330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35739.750000 sec): 3 clusters
  Score: Raw -212632.338300 + Penalty 2487.694049 = -210144.644251
  nChanged 717
		SP:Iteration 1F (35739.960000 sec): 3 clusters
  Score: Raw -213153.578011 + Penalty 2487.694049 = -210665.883962
  nChanged 196
		SP:Iteration 2F (35740.090000 sec): 3 clusters
  Score: Raw -213318.157789 + Penalty 2487.694049 = -210830.463740
  nChanged 141
		SP:Iteration 3F (35740.240000 sec): 3 clusters
  Score: Raw -213454.938816 + Penalty 2487.694049 = -210967.244767
  nChanged 106
		SP:Iteration 4F (35740.410000 sec): 3 clusters
  Score: Raw -213558.358854 + Penalty 2487.694049 = -211070.664806
  nChanged 93
		SP:Iteration 5Q (35740.580000 sec): 3 clusters
  Score: Raw -213660.326036 + Penalty 2487.694049 = -211172.631987
  nChanged 90
		SP:Iteration 6Q (35740.720000 sec): 3 clusters
  Score: Raw -213756.835293 + Penalty 2487.694049 = -211269.141244
  nChanged 83
		SP:Iteration 7Q (35740.880000 sec): 3 clusters
  Score: Raw -213861.731342 + Penalty 2487.694049 = -211374.037293
  nChanged 91
		SP:Iteration 8Q (35741.090000 sec): 3 clusters
  Score: Raw -213965.096136 + Penalty 2487.694049 = -211477.402088
  nChanged 71
		SP:Iteration 9Q (35741.320000 sec): 3 clusters
  Score: Raw -214029.191559 + Penalty 2487.694049 = -211541.497510
  nChanged 51
		SP:Iteration 10Q (35741.480000 sec): 3 clusters
  Score: Raw -214069.104270 + Penalty 2487.694049 = -211581.410222
  nChanged 32
		SP:Iteration 11Q (35741.670000 sec): 3 clusters
  Score: Raw -214097.052584 + Penalty 2487.694049 = -211609.358535
  nChanged 27
		SP:Iteration 12Q (35741.870000 sec): 3 clusters
  Score: Raw -214126.464535 + Penalty 2487.694049 = -211638.770486
  nChanged 29
		SP:Iteration 13Q (35742.100000 sec): 3 clusters
  Score: Raw -214149.852964 + Penalty 2487.694049 = -211662.158915
  nChanged 16
		SP:Iteration 14Q (35742.270000 sec): 3 clusters
  Score: Raw -214159.988030 + Penalty 2487.694049 = -211672.293982
  nChanged 10
		SP:Iteration 15Q (35742.500000 sec): 3 clusters
  Score: Raw -214167.376783 + Penalty 2487.694049 = -211679.682734
  nChanged 12
		SP:Iteration 16Q (35742.670000 sec): 3 clusters
  Score: Raw -214174.150238 + Penalty 2487.694049 = -211686.456190
  nChanged 8
		SP:Iteration 17Q (35742.850000 sec): 3 clusters
  Score: Raw -214179.200770 + Penalty 2487.694049 = -211691.506721
  nChanged 7
		SP:Iteration 18Q (35743.020000 sec): 3 clusters
  Score: Raw -214182.778935 + Penalty 2487.694049 = -211695.084886
  nChanged 5
		SP:Iteration 19Q (35743.240000 sec): 3 clusters
  Score: Raw -214185.994953 + Penalty 2487.694049 = -211698.300905
  nChanged 4
		SP:Iteration 20F (35743.390000 sec): 3 clusters
  Score: Raw -214187.771501 + Penalty 2487.694049 = -211700.077452
  nChanged 4
		SP:Iteration 21Q (35743.590000 sec): 3 clusters
  Score: Raw -214189.590653 + Penalty 2487.694049 = -211701.896604
  nChanged 2
		SP:Iteration 22Q (35743.780000 sec): 3 clusters
  Score: Raw -214190.202052 + Penalty 2487.694049 = -211702.508003
  nChanged 0
		SP:Iteration 23F (35743.960000 sec): 3 clusters
  Score: Raw -214190.202052 + Penalty 2487.694049 = -211702.508003
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35744.060000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35744.280000 sec): 3 clusters
  Score: Raw -47103.657053 + Penalty 1977.462309 = -45126.194744
  nChanged 100
		SP:Iteration 1F (35744.440000 sec): 3 clusters
  Score: Raw -47248.078955 + Penalty 1977.462309 = -45270.616645
  nChanged 21
		SP:Iteration 2Q (35744.650000 sec): 3 clusters
  Score: Raw -47283.573613 + Penalty 1977.462309 = -45306.111304
  nChanged 9
		SP:Iteration 3Q (35744.910000 sec): 3 clusters
  Score: Raw -47294.126359 + Penalty 1977.462309 = -45316.664050
  nChanged 5
		SP:Iteration 4Q (35745.120000 sec): 3 clusters
  Score: Raw -47309.313643 + Penalty 1977.462309 = -45331.851334
  nChanged 6
		SP:Iteration 5Q (35745.280000 sec): 3 clusters
  Score: Raw -47316.387220 + Penalty 1977.462309 = -45338.924910
  nChanged 0
		SP:Iteration 6F (35745.460000 sec): 3 clusters
  Score: Raw -47316.387220 + Penalty 1977.462309 = -45338.924910
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35745.580000 sec): 2 clusters
  Score: Raw -73071.025905 + Penalty 1102.290345 = -71968.735560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35745.790000 sec): 3 clusters
  Score: Raw -72858.559552 + Penalty 2204.580690 = -70653.978861
  nChanged 265
		SP:Iteration 1F (35746.000000 sec): 3 clusters
  Score: Raw -73394.193992 + Penalty 2204.580690 = -71189.613302
  nChanged 103
		SP:Iteration 2F (35746.170000 sec): 3 clusters
  Score: Raw -73574.980081 + Penalty 2204.580690 = -71370.399391
  nChanged 49
		SP:Iteration 3F (35746.350000 sec): 3 clusters
  Score: Raw -73678.876023 + Penalty 2204.580690 = -71474.295333
  nChanged 31
		SP:Iteration 4Q (35746.560000 sec): 3 clusters
  Score: Raw -73718.453243 + Penalty 2204.580690 = -71513.872553
  nChanged 15
		SP:Iteration 5Q (35746.760000 sec): 3 clusters
  Score: Raw -73735.582180 + Penalty 2204.580690 = -71531.001489
  nChanged 13
		SP:Iteration 6Q (35746.980000 sec): 3 clusters
  Score: Raw -73751.978686 + Penalty 2204.580690 = -71547.397995
  nChanged 13
		SP:Iteration 7Q (35747.170000 sec): 3 clusters
  Score: Raw -73768.900442 + Penalty 2204.580690 = -71564.319752
  nChanged 11
		SP:Iteration 8Q (35747.360000 sec): 3 clusters
  Score: Raw -73782.436188 + Penalty 2204.580690 = -71577.855498
  nChanged 8
		SP:Iteration 9Q (35747.550000 sec): 3 clusters
  Score: Raw -73801.173982 + Penalty 2204.580690 = -71596.593291
  nChanged 7
		SP:Iteration 10Q (35747.760000 sec): 3 clusters
  Score: Raw -73816.074740 + Penalty 2204.580690 = -71611.494050
  nChanged 12
		SP:Iteration 11Q (35747.980000 sec): 3 clusters
  Score: Raw -73829.515596 + Penalty 2204.580690 = -71624.934906
  nChanged 8
		SP:Iteration 12Q (35748.160000 sec): 3 clusters
  Score: Raw -73839.031234 + Penalty 2204.580690 = -71634.450543
  nChanged 2
		SP:Iteration 13Q (35748.380000 sec): 3 clusters
  Score: Raw -73840.411069 + Penalty 2204.580690 = -71635.830378
  nChanged 3
		SP:Iteration 14Q (35748.530000 sec): 3 clusters
  Score: Raw -73846.208584 + Penalty 2204.580690 = -71641.627894
  nChanged 2
		SP:Iteration 15Q (35748.750000 sec): 3 clusters
  Score: Raw -73853.516503 + Penalty 2204.580690 = -71648.935813
  nChanged 4
		SP:Iteration 16Q (35748.960000 sec): 3 clusters
  Score: Raw -73864.153095 + Penalty 2204.580690 = -71659.572405
  nChanged 5
		SP:Iteration 17Q (35749.140000 sec): 3 clusters
  Score: Raw -73874.608963 + Penalty 2204.580690 = -71670.028273
  nChanged 4
		SP:Iteration 18Q (35749.320000 sec): 3 clusters
  Score: Raw -73880.600026 + Penalty 2204.580690 = -71676.019336
  nChanged 2
		SP:Iteration 19Q (35749.500000 sec): 3 clusters
  Score: Raw -73882.987894 + Penalty 2204.580690 = -71678.407204
  nChanged 0
		SP:Iteration 20F (35749.710000 sec): 3 clusters
  Score: Raw -73882.987894 + Penalty 2204.580690 = -71678.407204
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35749.810000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35750.040000 sec): 3 clusters
  Score: Raw -50528.691905 + Penalty 2018.445025 = -48510.246880
  nChanged 127
		SP:Iteration 1F (35750.240000 sec): 3 clusters
  Score: Raw -50729.912284 + Penalty 2018.445025 = -48711.467259
  nChanged 36
		SP:Iteration 2F (35750.420000 sec): 3 clusters
  Score: Raw -50790.021674 + Penalty 2018.445025 = -48771.576649
  nChanged 14
		SP:Iteration 3Q (35750.620000 sec): 3 clusters
  Score: Raw -50812.083323 + Penalty 2018.445025 = -48793.638298
  nChanged 10
		SP:Iteration 4Q (35750.780000 sec): 3 clusters
  Score: Raw -50828.849460 + Penalty 2018.445025 = -48810.404435
  nChanged 7
		SP:Iteration 5Q (35750.960000 sec): 3 clusters
  Score: Raw -50839.908327 + Penalty 2018.445025 = -48821.463302
  nChanged 2
		SP:Iteration 6Q (35751.190000 sec): 3 clusters
  Score: Raw -50842.632384 + Penalty 2018.445025 = -48824.187359
  nChanged 3
		SP:Iteration 7Q (35751.340000 sec): 3 clusters
  Score: Raw -50846.760467 + Penalty 2018.445025 = -48828.315442
  nChanged 3
		SP:Iteration 8Q (35751.500000 sec): 3 clusters
  Score: Raw -50853.481185 + Penalty 2018.445025 = -48835.036160
  nChanged 1
		SP:Iteration 9Q (35751.710000 sec): 3 clusters
  Score: Raw -50854.840372 + Penalty 2018.445025 = -48836.395347
  nChanged 1
		SP:Iteration 10Q (35751.900000 sec): 3 clusters
  Score: Raw -50855.503676 + Penalty 2018.445025 = -48837.058651
  nChanged 0
		SP:Iteration 11F (35752.050000 sec): 3 clusters
  Score: Raw -50855.503676 + Penalty 2018.445025 = -48837.058651
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35752.170000 sec): 2 clusters
  Score: Raw -395714.160188 + Penalty 1354.117365 = -394360.042823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35752.390000 sec): 3 clusters
  Score: Raw -393686.322460 + Penalty 2708.234730 = -390978.087730
  nChanged 1606
		SP:Iteration 1F (35752.570000 sec): 3 clusters
  Score: Raw -394712.976314 + Penalty 2708.234730 = -392004.741584
  nChanged 415
		SP:Iteration 2F (35752.730000 sec): 3 clusters
  Score: Raw -395181.113528 + Penalty 2708.234730 = -392472.878797
  nChanged 406
		SP:Iteration 3F (35752.900000 sec): 3 clusters
  Score: Raw -395679.859845 + Penalty 2708.234730 = -392971.625114
  nChanged 348
		SP:Iteration 4F (35753.100000 sec): 3 clusters
  Score: Raw -396072.460494 + Penalty 2708.234730 = -393364.225764
  nChanged 257
		SP:Iteration 5F (35753.290000 sec): 3 clusters
  Score: Raw -396329.833104 + Penalty 2708.234730 = -393621.598374
  nChanged 175
		SP:Iteration 6Q (35753.520000 sec): 3 clusters
  Score: Raw -396468.693150 + Penalty 2708.234730 = -393760.458419
  nChanged 126
		SP:Iteration 7Q (35753.710000 sec): 3 clusters
  Score: Raw -396548.479690 + Penalty 2708.234730 = -393840.244960
  nChanged 86
		SP:Iteration 8Q (35753.870000 sec): 3 clusters
  Score: Raw -396608.548217 + Penalty 2708.234730 = -393900.313486
  nChanged 73
		SP:Iteration 9Q (35754.100000 sec): 3 clusters
  Score: Raw -396646.365363 + Penalty 2708.234730 = -393938.130632
  nChanged 48
		SP:Iteration 10Q (35754.320000 sec): 3 clusters
  Score: Raw -396670.916102 + Penalty 2708.234730 = -393962.681372
  nChanged 50
		SP:Iteration 11Q (35754.480000 sec): 3 clusters
  Score: Raw -396695.656104 + Penalty 2708.234730 = -393987.421374
  nChanged 49
		SP:Iteration 12Q (35754.650000 sec): 3 clusters
  Score: Raw -396719.570210 + Penalty 2708.234730 = -394011.335480
  nChanged 50
		SP:Iteration 13Q (35754.840000 sec): 3 clusters
  Score: Raw -396736.398435 + Penalty 2708.234730 = -394028.163704
  nChanged 36
		SP:Iteration 14Q (35755.060000 sec): 3 clusters
  Score: Raw -396751.585548 + Penalty 2708.234730 = -394043.350818
  nChanged 43
		SP:Iteration 15Q (35755.270000 sec): 3 clusters
  Score: Raw -396769.813841 + Penalty 2708.234730 = -394061.579110
  nChanged 56
		SP:Iteration 16Q (35755.450000 sec): 3 clusters
  Score: Raw -396799.460207 + Penalty 2708.234730 = -394091.225476
  nChanged 51
		SP:Iteration 17Q (35755.650000 sec): 3 clusters
  Score: Raw -396821.858919 + Penalty 2708.234730 = -394113.624189
  nChanged 43
		SP:Iteration 18Q (35755.840000 sec): 3 clusters
  Score: Raw -396839.495159 + Penalty 2708.234730 = -394131.260429
  nChanged 30
		SP:Iteration 19Q (35755.990000 sec): 3 clusters
  Score: Raw -396851.010672 + Penalty 2708.234730 = -394142.775942
  nChanged 24
		SP:Iteration 20F (35756.220000 sec): 3 clusters
  Score: Raw -396859.362090 + Penalty 2708.234730 = -394151.127359
  nChanged 18
		SP:Iteration 21Q (35756.410000 sec): 3 clusters
  Score: Raw -396863.297918 + Penalty 2708.234730 = -394155.063187
  nChanged 14
		SP:Iteration 22Q (35756.600000 sec): 3 clusters
  Score: Raw -396866.033605 + Penalty 2708.234730 = -394157.798875
  nChanged 12
		SP:Iteration 23Q (35756.840000 sec): 3 clusters
  Score: Raw -396869.578246 + Penalty 2708.234730 = -394161.343515
  nChanged 17
		SP:Iteration 24Q (35757.010000 sec): 3 clusters
  Score: Raw -396874.408417 + Penalty 2708.234730 = -394166.173686
  nChanged 20
		SP:Iteration 25Q (35757.200000 sec): 3 clusters
  Score: Raw -396878.830292 + Penalty 2708.234730 = -394170.595561
  nChanged 12
		SP:Iteration 26Q (35757.380000 sec): 3 clusters
  Score: Raw -396882.484298 + Penalty 2708.234730 = -394174.249567
  nChanged 9
		SP:Iteration 27Q (35757.600000 sec): 3 clusters
  Score: Raw -396884.548049 + Penalty 2708.234730 = -394176.313318
  nChanged 7
		SP:Iteration 28Q (35757.830000 sec): 3 clusters
  Score: Raw -396886.022669 + Penalty 2708.234730 = -394177.787939
  nChanged 5
		SP:Iteration 29Q (35758.060000 sec): 3 clusters
  Score: Raw -396886.473771 + Penalty 2708.234730 = -394178.239041
  nChanged 3
		SP:Iteration 30Q (35758.280000 sec): 3 clusters
  Score: Raw -396886.829282 + Penalty 2708.234730 = -394178.594552
  nChanged 4
		SP:Iteration 31Q (35758.460000 sec): 3 clusters
  Score: Raw -396887.661015 + Penalty 2708.234730 = -394179.426284
  nChanged 1
		SP:Iteration 32Q (35758.660000 sec): 3 clusters
  Score: Raw -396887.774700 + Penalty 2708.234730 = -394179.539970
  nChanged 1
		SP:Iteration 33Q (35758.820000 sec): 3 clusters
  Score: Raw -396888.045895 + Penalty 2708.234730 = -394179.811164
  nChanged 2
		SP:Iteration 34Q (35759.010000 sec): 3 clusters
  Score: Raw -396888.529100 + Penalty 2708.234730 = -394180.294370
  nChanged 2
		SP:Iteration 35Q (35759.160000 sec): 3 clusters
  Score: Raw -396888.941757 + Penalty 2708.234730 = -394180.707027
  nChanged 0
		SP:Iteration 36F (35759.360000 sec): 3 clusters
  Score: Raw -396888.941757 + Penalty 2708.234730 = -394180.707027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35759.470000 sec): 2 clusters
  Score: Raw -23498.113911 + Penalty 903.610765 = -22594.503145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35759.650000 sec): 3 clusters
  Score: Raw -23605.578573 + Penalty 1807.221530 = -21798.357043
  nChanged 52
		SP:Iteration 1F (35759.820000 sec): 3 clusters
  Score: Raw -23773.071943 + Penalty 1807.221530 = -21965.850413
  nChanged 18
		SP:Iteration 2F (35760.030000 sec): 3 clusters
  Score: Raw -23816.036780 + Penalty 1807.221530 = -22008.815250
  nChanged 9
		SP:Iteration 3Q (35760.250000 sec): 3 clusters
  Score: Raw -23838.936149 + Penalty 1807.221530 = -22031.714619
  nChanged 4
		SP:Iteration 4Q (35760.430000 sec): 3 clusters
  Score: Raw -23850.001131 + Penalty 1807.221530 = -22042.779600
  nChanged 2
		SP:Iteration 5Q (35760.620000 sec): 3 clusters
  Score: Raw -23851.546435 + Penalty 1807.221530 = -22044.324905
  nChanged 0
		SP:Iteration 6F (35760.800000 sec): 3 clusters
  Score: Raw -23851.546435 + Penalty 1807.221530 = -22044.324905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35760.900000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35761.120000 sec): 3 clusters
  Score: Raw -134388.181249 + Penalty 2312.828097 = -132075.353152
  nChanged 381
		SP:Iteration 1F (35761.300000 sec): 3 clusters
  Score: Raw -134656.796612 + Penalty 2312.828097 = -132343.968516
  nChanged 90
		SP:Iteration 2F (35761.480000 sec): 3 clusters
  Score: Raw -134730.126954 + Penalty 2312.828097 = -132417.298857
  nChanged 37
		SP:Iteration 3Q (35761.690000 sec): 3 clusters
  Score: Raw -134756.061292 + Penalty 2312.828097 = -132443.233195
  nChanged 24
		SP:Iteration 4Q (35761.920000 sec): 3 clusters
  Score: Raw -134772.195555 + Penalty 2312.828097 = -132459.367459
  nChanged 19
		SP:Iteration 5Q (35762.060000 sec): 3 clusters
  Score: Raw -134789.654713 + Penalty 2312.828097 = -132476.826616
  nChanged 19
		SP:Iteration 6Q (35762.270000 sec): 3 clusters
  Score: Raw -134802.828333 + Penalty 2312.828097 = -132490.000236
  nChanged 16
		SP:Iteration 7Q (35762.430000 sec): 3 clusters
  Score: Raw -134813.679607 + Penalty 2312.828097 = -132500.851510
  nChanged 9
		SP:Iteration 8Q (35762.650000 sec): 3 clusters
  Score: Raw -134822.206301 + Penalty 2312.828097 = -132509.378204
  nChanged 7
		SP:Iteration 9Q (35762.820000 sec): 3 clusters
  Score: Raw -134826.485987 + Penalty 2312.828097 = -132513.657891
  nChanged 2
		SP:Iteration 10Q (35762.990000 sec): 3 clusters
  Score: Raw -134827.774077 + Penalty 2312.828097 = -132514.945980
  nChanged 1
		SP:Iteration 11Q (35763.170000 sec): 3 clusters
  Score: Raw -134828.851361 + Penalty 2312.828097 = -132516.023264
  nChanged 1
		SP:Iteration 12Q (35763.350000 sec): 3 clusters
  Score: Raw -134829.079526 + Penalty 2312.828097 = -132516.251429
  nChanged 0
		SP:Iteration 13F (35763.550000 sec): 3 clusters
  Score: Raw -134829.079526 + Penalty 2312.828097 = -132516.251429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35763.670000 sec): 2 clusters
  Score: Raw -363908.650293 + Penalty 1342.875321 = -362565.774971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35763.850000 sec): 3 clusters
  Score: Raw -362040.955576 + Penalty 2685.750643 = -359355.204933
  nChanged 1497
		SP:Iteration 1F (35764.080000 sec): 3 clusters
  Score: Raw -362873.750005 + Penalty 2685.750643 = -360187.999362
  nChanged 307
		SP:Iteration 2F (35764.230000 sec): 3 clusters
  Score: Raw -363047.001802 + Penalty 2685.750643 = -360361.251159
  nChanged 211
		SP:Iteration 3F (35764.440000 sec): 3 clusters
  Score: Raw -363164.168120 + Penalty 2685.750643 = -360478.417477
  nChanged 164
		SP:Iteration 4Q (35764.600000 sec): 3 clusters
  Score: Raw -363253.315840 + Penalty 2685.750643 = -360567.565197
  nChanged 130
		SP:Iteration 5Q (35764.810000 sec): 3 clusters
  Score: Raw -363322.839240 + Penalty 2685.750643 = -360637.088597
  nChanged 126
		SP:Iteration 6Q (35764.940000 sec): 3 clusters
  Score: Raw -363391.136874 + Penalty 2685.750643 = -360705.386232
  nChanged 117
		SP:Iteration 7Q (35765.100000 sec): 3 clusters
  Score: Raw -363447.224252 + Penalty 2685.750643 = -360761.473609
  nChanged 80
		SP:Iteration 8Q (35765.290000 sec): 3 clusters
  Score: Raw -363483.349342 + Penalty 2685.750643 = -360797.598699
  nChanged 71
		SP:Iteration 9Q (35765.470000 sec): 3 clusters
  Score: Raw -363518.127560 + Penalty 2685.750643 = -360832.376918
  nChanged 94
		SP:Iteration 10Q (35765.700000 sec): 3 clusters
  Score: Raw -363566.132211 + Penalty 2685.750643 = -360880.381569
  nChanged 100
		SP:Iteration 11Q (35765.860000 sec): 3 clusters
  Score: Raw -363622.352377 + Penalty 2685.750643 = -360936.601734
  nChanged 107
		SP:Iteration 12Q (35766.060000 sec): 3 clusters
  Score: Raw -363694.281865 + Penalty 2685.750643 = -361008.531222
  nChanged 110
		SP:Iteration 13Q (35766.260000 sec): 3 clusters
  Score: Raw -363751.510839 + Penalty 2685.750643 = -361065.760196
  nChanged 78
		SP:Iteration 14Q (35766.420000 sec): 3 clusters
  Score: Raw -363789.170676 + Penalty 2685.750643 = -361103.420033
  nChanged 72
		SP:Iteration 15Q (35766.610000 sec): 3 clusters
  Score: Raw -363821.973123 + Penalty 2685.750643 = -361136.222481
  nChanged 57
		SP:Iteration 16Q (35766.790000 sec): 3 clusters
  Score: Raw -363844.746067 + Penalty 2685.750643 = -361158.995425
  nChanged 48
		SP:Iteration 17Q (35766.970000 sec): 3 clusters
  Score: Raw -363861.596977 + Penalty 2685.750643 = -361175.846334
  nChanged 38
		SP:Iteration 18Q (35767.170000 sec): 3 clusters
  Score: Raw -363877.165424 + Penalty 2685.750643 = -361191.414782
  nChanged 39
		SP:Iteration 19Q (35767.350000 sec): 3 clusters
  Score: Raw -363893.377527 + Penalty 2685.750643 = -361207.626884
  nChanged 33
		SP:Iteration 20F (35767.530000 sec): 3 clusters
  Score: Raw -363910.000450 + Penalty 2685.750643 = -361224.249807
  nChanged 34
		SP:Iteration 21Q (35767.680000 sec): 3 clusters
  Score: Raw -363922.879577 + Penalty 2685.750643 = -361237.128934
  nChanged 22
		SP:Iteration 22Q (35767.840000 sec): 3 clusters
  Score: Raw -363930.045270 + Penalty 2685.750643 = -361244.294627
  nChanged 21
		SP:Iteration 23Q (35768.050000 sec): 3 clusters
  Score: Raw -363937.644056 + Penalty 2685.750643 = -361251.893413
  nChanged 23
		SP:Iteration 24Q (35768.260000 sec): 3 clusters
  Score: Raw -363949.294360 + Penalty 2685.750643 = -361263.543717
  nChanged 23
		SP:Iteration 25Q (35768.440000 sec): 3 clusters
  Score: Raw -363958.032204 + Penalty 2685.750643 = -361272.281561
  nChanged 22
		SP:Iteration 26Q (35768.620000 sec): 3 clusters
  Score: Raw -363965.237384 + Penalty 2685.750643 = -361279.486741
  nChanged 17
		SP:Iteration 27Q (35768.810000 sec): 3 clusters
  Score: Raw -363971.143339 + Penalty 2685.750643 = -361285.392696
  nChanged 24
		SP:Iteration 28Q (35769.030000 sec): 3 clusters
  Score: Raw -363983.725537 + Penalty 2685.750643 = -361297.974895
  nChanged 23
		SP:Iteration 29Q (35769.280000 sec): 3 clusters
  Score: Raw -363994.590722 + Penalty 2685.750643 = -361308.840079
  nChanged 15
		SP:Iteration 30Q (35769.460000 sec): 3 clusters
  Score: Raw -363999.052886 + Penalty 2685.750643 = -361313.302243
  nChanged 10
		SP:Iteration 31Q (35769.660000 sec): 3 clusters
  Score: Raw -364003.752902 + Penalty 2685.750643 = -361318.002260
  nChanged 12
		SP:Iteration 32Q (35769.830000 sec): 3 clusters
  Score: Raw -364007.714798 + Penalty 2685.750643 = -361321.964156
  nChanged 12
		SP:Iteration 33Q (35770.010000 sec): 3 clusters
  Score: Raw -364011.017986 + Penalty 2685.750643 = -361325.267344
  nChanged 10
		SP:Iteration 34Q (35770.240000 sec): 3 clusters
  Score: Raw -364016.160849 + Penalty 2685.750643 = -361330.410206
  nChanged 11
		SP:Iteration 35Q (35770.400000 sec): 3 clusters
  Score: Raw -364020.418672 + Penalty 2685.750643 = -361334.668030
  nChanged 11
		SP:Iteration 36Q (35770.590000 sec): 3 clusters
  Score: Raw -364024.369020 + Penalty 2685.750643 = -361338.618377
  nChanged 10
		SP:Iteration 37Q (35770.820000 sec): 3 clusters
  Score: Raw -364028.089299 + Penalty 2685.750643 = -361342.338656
  nChanged 10
		SP:Iteration 38Q (35770.970000 sec): 3 clusters
  Score: Raw -364031.480566 + Penalty 2685.750643 = -361345.729923
  nChanged 16
		SP:Iteration 39Q (35771.170000 sec): 3 clusters
  Score: Raw -364039.843425 + Penalty 2685.750643 = -361354.092782
  nChanged 17
		SP:Iteration 40F (35771.320000 sec): 3 clusters
  Score: Raw -364047.894394 + Penalty 2685.750643 = -361362.143751
  nChanged 18
		SP:Iteration 41Q (35771.520000 sec): 3 clusters
  Score: Raw -364054.899662 + Penalty 2685.750643 = -361369.149019
  nChanged 15
		SP:Iteration 42Q (35771.710000 sec): 3 clusters
  Score: Raw -364059.882694 + Penalty 2685.750643 = -361374.132051
  nChanged 9
		SP:Iteration 43Q (35771.910000 sec): 3 clusters
  Score: Raw -364064.799887 + Penalty 2685.750643 = -361379.049245
  nChanged 11
		SP:Iteration 44Q (35772.080000 sec): 3 clusters
  Score: Raw -364068.964058 + Penalty 2685.750643 = -361383.213415
  nChanged 6
		SP:Iteration 45Q (35772.260000 sec): 3 clusters
  Score: Raw -364070.676918 + Penalty 2685.750643 = -361384.926275
  nChanged 7
		SP:Iteration 46Q (35772.460000 sec): 3 clusters
  Score: Raw -364073.137727 + Penalty 2685.750643 = -361387.387085
  nChanged 6
		SP:Iteration 47Q (35772.670000 sec): 3 clusters
  Score: Raw -364076.051018 + Penalty 2685.750643 = -361390.300375
  nChanged 7
		SP:Iteration 48Q (35772.830000 sec): 3 clusters
  Score: Raw -364078.252402 + Penalty 2685.750643 = -361392.501760
  nChanged 9
		SP:Iteration 49Q (35773.030000 sec): 3 clusters
  Score: Raw -364083.321431 + Penalty 2685.750643 = -361397.570789
  nChanged 10
		SP:Iteration 50Q (35773.210000 sec): 3 clusters
  Score: Raw -364087.642890 + Penalty 2685.750643 = -361401.892247
  nChanged 13
		SP:Iteration 51Q (35773.400000 sec): 3 clusters
  Score: Raw -364092.984122 + Penalty 2685.750643 = -361407.233479
  nChanged 11
		SP:Iteration 52Q (35773.630000 sec): 3 clusters
  Score: Raw -364097.465856 + Penalty 2685.750643 = -361411.715214
  nChanged 14
		SP:Iteration 53Q (35773.820000 sec): 3 clusters
  Score: Raw -364101.526562 + Penalty 2685.750643 = -361415.775919
  nChanged 4
		SP:Iteration 54Q (35774.040000 sec): 3 clusters
  Score: Raw -364103.212490 + Penalty 2685.750643 = -361417.461848
  nChanged 6
		SP:Iteration 55Q (35774.210000 sec): 3 clusters
  Score: Raw -364106.404754 + Penalty 2685.750643 = -361420.654111
  nChanged 7
		SP:Iteration 56Q (35774.420000 sec): 3 clusters
  Score: Raw -364109.640479 + Penalty 2685.750643 = -361423.889836
  nChanged 8
		SP:Iteration 57Q (35774.620000 sec): 3 clusters
  Score: Raw -364112.220621 + Penalty 2685.750643 = -361426.469979
  nChanged 9
		SP:Iteration 58Q (35774.800000 sec): 3 clusters
  Score: Raw -364115.712208 + Penalty 2685.750643 = -361429.961565
  nChanged 8
		SP:Iteration 59Q (35774.990000 sec): 3 clusters
  Score: Raw -364118.885834 + Penalty 2685.750643 = -361433.135192
  nChanged 9
		SP:Iteration 60F (35775.160000 sec): 3 clusters
  Score: Raw -364122.080420 + Penalty 2685.750643 = -361436.329777
  nChanged 8
		SP:Iteration 61Q (35775.370000 sec): 3 clusters
  Score: Raw -364125.258873 + Penalty 2685.750643 = -361439.508230
  nChanged 6
		SP:Iteration 62Q (35775.560000 sec): 3 clusters
  Score: Raw -364126.827337 + Penalty 2685.750643 = -361441.076694
  nChanged 3
		SP:Iteration 63Q (35775.760000 sec): 3 clusters
  Score: Raw -364127.424228 + Penalty 2685.750643 = -361441.673585
  nChanged 2
		SP:Iteration 64Q (35775.940000 sec): 3 clusters
  Score: Raw -364127.772655 + Penalty 2685.750643 = -361442.022013
  nChanged 2
		SP:Iteration 65Q (35776.070000 sec): 3 clusters
  Score: Raw -364128.636149 + Penalty 2685.750643 = -361442.885507
  nChanged 3
		SP:Iteration 66Q (35776.270000 sec): 3 clusters
  Score: Raw -364129.608037 + Penalty 2685.750643 = -361443.857394
  nChanged 2
		SP:Iteration 67Q (35776.470000 sec): 3 clusters
  Score: Raw -364129.958595 + Penalty 2685.750643 = -361444.207953
  nChanged 3
		SP:Iteration 68Q (35776.660000 sec): 3 clusters
  Score: Raw -364131.997368 + Penalty 2685.750643 = -361446.246725
  nChanged 4
		SP:Iteration 69Q (35776.820000 sec): 3 clusters
  Score: Raw -364132.671199 + Penalty 2685.750643 = -361446.920556
  nChanged 3
		SP:Iteration 70Q (35777.050000 sec): 3 clusters
  Score: Raw -364133.244843 + Penalty 2685.750643 = -361447.494200
  nChanged 1
		SP:Iteration 71Q (35777.230000 sec): 3 clusters
  Score: Raw -364133.466275 + Penalty 2685.750643 = -361447.715632
  nChanged 0
		SP:Iteration 72F (35777.420000 sec): 3 clusters
  Score: Raw -364133.466275 + Penalty 2685.750643 = -361447.715632
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35777.550000 sec): 2 clusters
  Score: Raw -433043.438358 + Penalty 1354.858041 = -431688.580318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35777.710000 sec): 3 clusters
  Score: Raw -430845.801551 + Penalty 2709.716081 = -428136.085469
  nChanged 1661
		SP:Iteration 1F (35777.870000 sec): 3 clusters
  Score: Raw -431776.734501 + Penalty 2709.716081 = -429067.018420
  nChanged 322
		SP:Iteration 2F (35778.110000 sec): 3 clusters
  Score: Raw -431987.231319 + Penalty 2709.716081 = -429277.515238
  nChanged 263
		SP:Iteration 3F (35778.280000 sec): 3 clusters
  Score: Raw -432142.975143 + Penalty 2709.716081 = -429433.259062
  nChanged 207
		SP:Iteration 4Q (35778.470000 sec): 3 clusters
  Score: Raw -432270.494411 + Penalty 2709.716081 = -429560.778329
  nChanged 182
		SP:Iteration 5Q (35778.630000 sec): 3 clusters
  Score: Raw -432386.610288 + Penalty 2709.716081 = -429676.894206
  nChanged 174
		SP:Iteration 6Q (35778.820000 sec): 3 clusters
  Score: Raw -432502.421915 + Penalty 2709.716081 = -429792.705834
  nChanged 161
		SP:Iteration 7Q (35779.010000 sec): 3 clusters
  Score: Raw -432599.487179 + Penalty 2709.716081 = -429889.771098
  nChanged 156
		SP:Iteration 8Q (35779.210000 sec): 3 clusters
  Score: Raw -432672.424661 + Penalty 2709.716081 = -429962.708580
  nChanged 119
		SP:Iteration 9Q (35779.410000 sec): 3 clusters
  Score: Raw -432727.714100 + Penalty 2709.716081 = -430017.998018
  nChanged 111
		SP:Iteration 10Q (35779.600000 sec): 3 clusters
  Score: Raw -432781.619739 + Penalty 2709.716081 = -430071.903658
  nChanged 98
		SP:Iteration 11Q (35779.800000 sec): 3 clusters
  Score: Raw -432828.184209 + Penalty 2709.716081 = -430118.468127
  nChanged 76
		SP:Iteration 12Q (35780.000000 sec): 3 clusters
  Score: Raw -432854.563235 + Penalty 2709.716081 = -430144.847154
  nChanged 56
		SP:Iteration 13Q (35780.200000 sec): 3 clusters
  Score: Raw -432874.997549 + Penalty 2709.716081 = -430165.281468
  nChanged 63
		SP:Iteration 14Q (35780.420000 sec): 3 clusters
  Score: Raw -432898.227634 + Penalty 2709.716081 = -430188.511553
  nChanged 62
		SP:Iteration 15Q (35780.620000 sec): 3 clusters
  Score: Raw -432922.439451 + Penalty 2709.716081 = -430212.723370
  nChanged 75
		SP:Iteration 16Q (35780.830000 sec): 3 clusters
  Score: Raw -432949.836077 + Penalty 2709.716081 = -430240.119996
  nChanged 66
		SP:Iteration 17Q (35781.060000 sec): 3 clusters
  Score: Raw -432976.407491 + Penalty 2709.716081 = -430266.691409
  nChanged 69
		SP:Iteration 18Q (35781.240000 sec): 3 clusters
  Score: Raw -433005.125086 + Penalty 2709.716081 = -430295.409004
  nChanged 64
		SP:Iteration 19Q (35781.480000 sec): 3 clusters
  Score: Raw -433028.331553 + Penalty 2709.716081 = -430318.615472
  nChanged 52
		SP:Iteration 20F (35781.660000 sec): 3 clusters
  Score: Raw -433049.397613 + Penalty 2709.716081 = -430339.681532
  nChanged 52
		SP:Iteration 21Q (35781.930000 sec): 3 clusters
  Score: Raw -433065.974349 + Penalty 2709.716081 = -430356.258268
  nChanged 43
		SP:Iteration 22Q (35782.110000 sec): 3 clusters
  Score: Raw -433080.173466 + Penalty 2709.716081 = -430370.457385
  nChanged 41
		SP:Iteration 23Q (35782.280000 sec): 3 clusters
  Score: Raw -433098.354487 + Penalty 2709.716081 = -430388.638406
  nChanged 41
		SP:Iteration 24Q (35782.480000 sec): 3 clusters
  Score: Raw -433113.881200 + Penalty 2709.716081 = -430404.165119
  nChanged 45
		SP:Iteration 25Q (35782.680000 sec): 3 clusters
  Score: Raw -433135.329228 + Penalty 2709.716081 = -430425.613147
  nChanged 47
		SP:Iteration 26Q (35782.860000 sec): 3 clusters
  Score: Raw -433152.828565 + Penalty 2709.716081 = -430443.112484
  nChanged 30
		SP:Iteration 27Q (35783.080000 sec): 3 clusters
  Score: Raw -433162.688619 + Penalty 2709.716081 = -430452.972537
  nChanged 18
		SP:Iteration 28Q (35783.260000 sec): 3 clusters
  Score: Raw -433168.763568 + Penalty 2709.716081 = -430459.047487
  nChanged 14
		SP:Iteration 29Q (35783.440000 sec): 3 clusters
  Score: Raw -433174.063584 + Penalty 2709.716081 = -430464.347502
  nChanged 14
		SP:Iteration 30Q (35783.630000 sec): 3 clusters
  Score: Raw -433178.709406 + Penalty 2709.716081 = -430468.993325
  nChanged 14
		SP:Iteration 31Q (35783.820000 sec): 3 clusters
  Score: Raw -433182.321692 + Penalty 2709.716081 = -430472.605611
  nChanged 15
		SP:Iteration 32Q (35784.000000 sec): 3 clusters
  Score: Raw -433188.203057 + Penalty 2709.716081 = -430478.486976
  nChanged 22
		SP:Iteration 33Q (35784.240000 sec): 3 clusters
  Score: Raw -433196.583703 + Penalty 2709.716081 = -430486.867621
  nChanged 25
		SP:Iteration 34Q (35784.430000 sec): 3 clusters
  Score: Raw -433206.089515 + Penalty 2709.716081 = -430496.373433
  nChanged 22
		SP:Iteration 35Q (35784.600000 sec): 3 clusters
  Score: Raw -433212.073467 + Penalty 2709.716081 = -430502.357386
  nChanged 14
		SP:Iteration 36Q (35784.820000 sec): 3 clusters
  Score: Raw -433215.951725 + Penalty 2709.716081 = -430506.235644
  nChanged 13
		SP:Iteration 37Q (35785.040000 sec): 3 clusters
  Score: Raw -433219.515472 + Penalty 2709.716081 = -430509.799391
  nChanged 14
		SP:Iteration 38Q (35785.260000 sec): 3 clusters
  Score: Raw -433222.433005 + Penalty 2709.716081 = -430512.716924
  nChanged 8
		SP:Iteration 39Q (35785.460000 sec): 3 clusters
  Score: Raw -433224.368148 + Penalty 2709.716081 = -430514.652067
  nChanged 11
		SP:Iteration 40F (35785.660000 sec): 3 clusters
  Score: Raw -433227.107376 + Penalty 2709.716081 = -430517.391295
  nChanged 10
		SP:Iteration 41Q (35785.840000 sec): 3 clusters
  Score: Raw -433228.911687 + Penalty 2709.716081 = -430519.195605
  nChanged 9
		SP:Iteration 42Q (35786.060000 sec): 3 clusters
  Score: Raw -433230.263151 + Penalty 2709.716081 = -430520.547070
  nChanged 9
		SP:Iteration 43Q (35786.240000 sec): 3 clusters
  Score: Raw -433232.542751 + Penalty 2709.716081 = -430522.826670
  nChanged 8
		SP:Iteration 44Q (35786.440000 sec): 3 clusters
  Score: Raw -433234.129246 + Penalty 2709.716081 = -430524.413164
  nChanged 4
		SP:Iteration 45Q (35786.600000 sec): 3 clusters
  Score: Raw -433234.763786 + Penalty 2709.716081 = -430525.047705
  nChanged 1
		SP:Iteration 46Q (35786.760000 sec): 3 clusters
  Score: Raw -433234.915391 + Penalty 2709.716081 = -430525.199310
  nChanged 1
		SP:Iteration 47Q (35786.960000 sec): 3 clusters
  Score: Raw -433235.047250 + Penalty 2709.716081 = -430525.331169
  nChanged 0
		SP:Iteration 48F (35787.150000 sec): 3 clusters
  Score: Raw -433235.047250 + Penalty 2709.716081 = -430525.331169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (18797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35787.320000 sec): 2 clusters
  Score: Raw -2083852.813146 + Penalty 1599.236041 = -2082253.577105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35787.640000 sec): 3 clusters
  Score: Raw -2072585.612211 + Penalty 3198.472083 = -2069387.140129
  nChanged 8413
		SP:Iteration 1F (35787.900000 sec): 3 clusters
  Score: Raw -2077102.137926 + Penalty 3198.472083 = -2073903.665844
  nChanged 822
		SP:Iteration 2Q (35788.150000 sec): 3 clusters
  Score: Raw -2077370.198362 + Penalty 3198.472083 = -2074171.726280
  nChanged 783
		SP:Iteration 3Q (35788.420000 sec): 3 clusters
  Score: Raw -2077650.269191 + Penalty 3198.472083 = -2074451.797108
  nChanged 798
		SP:Iteration 4Q (35788.710000 sec): 3 clusters
  Score: Raw -2077992.567494 + Penalty 3198.472083 = -2074794.095411
  nChanged 944
		SP:Iteration 5F (35789.020000 sec): 3 clusters
  Score: Raw -2078521.786990 + Penalty 3198.472083 = -2075323.314908
  nChanged 1135
		SP:Iteration 6F (35789.280000 sec): 3 clusters
  Score: Raw -2079267.616651 + Penalty 3198.472083 = -2076069.144569
  nChanged 1311
		SP:Iteration 7F (35789.590000 sec): 3 clusters
  Score: Raw -2080340.814570 + Penalty 3198.472083 = -2077142.342487
  nChanged 1402
		SP:Iteration 8F (35789.830000 sec): 3 clusters
  Score: Raw -2081612.632422 + Penalty 3198.472083 = -2078414.160340
  nChanged 1129
		SP:Iteration 9F (35790.080000 sec): 3 clusters
  Score: Raw -2082708.049693 + Penalty 3198.472083 = -2079509.577611
  nChanged 712
		SP:Iteration 10Q (35790.380000 sec): 3 clusters
  Score: Raw -2083422.317890 + Penalty 3198.472083 = -2080223.845808
  nChanged 331
		SP:Iteration 11Q (35790.600000 sec): 3 clusters
  Score: Raw -2083766.925384 + Penalty 3198.472083 = -2080568.453302
  nChanged 99
		SP:Iteration 12Q (35790.840000 sec): 3 clusters
  Score: Raw -2083893.430944 + Penalty 3198.472083 = -2080694.958862
  nChanged 39
		SP:Iteration 13Q (35791.100000 sec): 3 clusters
  Score: Raw -2083953.807786 + Penalty 3198.472083 = -2080755.335703
  nChanged 20
		SP:Iteration 14Q (35791.330000 sec): 3 clusters
  Score: Raw -2083982.921905 + Penalty 3198.472083 = -2080784.449823
  nChanged 12
		SP:Iteration 15Q (35791.560000 sec): 3 clusters
  Score: Raw -2083997.678266 + Penalty 3198.472083 = -2080799.206184
  nChanged 5
		SP:Iteration 16Q (35791.860000 sec): 3 clusters
  Score: Raw -2084005.506036 + Penalty 3198.472083 = -2080807.033954
  nChanged 3
		SP:Iteration 17Q (35792.070000 sec): 3 clusters
  Score: Raw -2084010.199862 + Penalty 3198.472083 = -2080811.727779
  nChanged 2
		SP:Iteration 18Q (35792.280000 sec): 3 clusters
  Score: Raw -2084013.761684 + Penalty 3198.472083 = -2080815.289601
  nChanged 1
		SP:Iteration 19Q (35792.540000 sec): 3 clusters
  Score: Raw -2084014.736477 + Penalty 3198.472083 = -2080816.264395
  nChanged 0
		SP:Iteration 20F (35792.780000 sec): 3 clusters
  Score: Raw -2084014.736477 + Penalty 3198.472083 = -2080816.264395
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35792.870000 sec): 2 clusters
  Score: Raw -657387.685398 + Penalty 1414.912228 = -655972.773169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35793.060000 sec): 3 clusters
  Score: Raw -654213.114011 + Penalty 2829.824457 = -651383.289554
  nChanged 2457
		SP:Iteration 1F (35793.260000 sec): 3 clusters
  Score: Raw -655575.334857 + Penalty 2829.824457 = -652745.510400
  nChanged 416
		SP:Iteration 2F (35793.460000 sec): 3 clusters
  Score: Raw -655790.386026 + Penalty 2829.824457 = -652960.561569
  nChanged 315
		SP:Iteration 3F (35793.680000 sec): 3 clusters
  Score: Raw -655984.417529 + Penalty 2829.824457 = -653154.593072
  nChanged 322
		SP:Iteration 4F (35793.890000 sec): 3 clusters
  Score: Raw -656175.704311 + Penalty 2829.824457 = -653345.879854
  nChanged 289
		SP:Iteration 5Q (35794.100000 sec): 3 clusters
  Score: Raw -656333.014576 + Penalty 2829.824457 = -653503.190120
  nChanged 276
		SP:Iteration 6Q (35794.290000 sec): 3 clusters
  Score: Raw -656482.089832 + Penalty 2829.824457 = -653652.265375
  nChanged 226
		SP:Iteration 7Q (35794.490000 sec): 3 clusters
  Score: Raw -656622.054212 + Penalty 2829.824457 = -653792.229755
  nChanged 233
		SP:Iteration 8Q (35794.660000 sec): 3 clusters
  Score: Raw -656789.008191 + Penalty 2829.824457 = -653959.183734
  nChanged 231
		SP:Iteration 9Q (35794.820000 sec): 3 clusters
  Score: Raw -656972.005762 + Penalty 2829.824457 = -654142.181305
  nChanged 213
		SP:Iteration 10Q (35795.040000 sec): 3 clusters
  Score: Raw -657160.928389 + Penalty 2829.824457 = -654331.103932
  nChanged 189
		SP:Iteration 11Q (35795.220000 sec): 3 clusters
  Score: Raw -657316.454285 + Penalty 2829.824457 = -654486.629828
  nChanged 160
		SP:Iteration 12Q (35795.390000 sec): 3 clusters
  Score: Raw -657424.542499 + Penalty 2829.824457 = -654594.718042
  nChanged 113
		SP:Iteration 13Q (35795.630000 sec): 3 clusters
  Score: Raw -657497.355472 + Penalty 2829.824457 = -654667.531015
  nChanged 98
		SP:Iteration 14Q (35795.840000 sec): 3 clusters
  Score: Raw -657557.238204 + Penalty 2829.824457 = -654727.413747
  nChanged 63
		SP:Iteration 15Q (35796.010000 sec): 3 clusters
  Score: Raw -657593.381421 + Penalty 2829.824457 = -654763.556964
  nChanged 55
		SP:Iteration 16Q (35796.190000 sec): 3 clusters
  Score: Raw -657624.129994 + Penalty 2829.824457 = -654794.305537
  nChanged 52
		SP:Iteration 17Q (35796.430000 sec): 3 clusters
  Score: Raw -657650.644884 + Penalty 2829.824457 = -654820.820427
  nChanged 44
		SP:Iteration 18Q (35796.640000 sec): 3 clusters
  Score: Raw -657673.397364 + Penalty 2829.824457 = -654843.572907
  nChanged 38
		SP:Iteration 19Q (35796.860000 sec): 3 clusters
  Score: Raw -657687.782093 + Penalty 2829.824457 = -654857.957636
  nChanged 33
		SP:Iteration 20F (35797.060000 sec): 3 clusters
  Score: Raw -657704.229656 + Penalty 2829.824457 = -654874.405199
  nChanged 26
		SP:Iteration 21Q (35797.270000 sec): 3 clusters
  Score: Raw -657719.792178 + Penalty 2829.824457 = -654889.967721
  nChanged 19
		SP:Iteration 22Q (35797.430000 sec): 3 clusters
  Score: Raw -657729.917685 + Penalty 2829.824457 = -654900.093228
  nChanged 18
		SP:Iteration 23Q (35797.590000 sec): 3 clusters
  Score: Raw -657741.659066 + Penalty 2829.824457 = -654911.834609
  nChanged 23
		SP:Iteration 24Q (35797.780000 sec): 3 clusters
  Score: Raw -657758.058013 + Penalty 2829.824457 = -654928.233556
  nChanged 28
		SP:Iteration 25Q (35797.950000 sec): 3 clusters
  Score: Raw -657774.214284 + Penalty 2829.824457 = -654944.389827
  nChanged 27
		SP:Iteration 26Q (35798.170000 sec): 3 clusters
  Score: Raw -657787.175619 + Penalty 2829.824457 = -654957.351162
  nChanged 20
		SP:Iteration 27Q (35798.340000 sec): 3 clusters
  Score: Raw -657796.375416 + Penalty 2829.824457 = -654966.550959
  nChanged 12
		SP:Iteration 28Q (35798.570000 sec): 3 clusters
  Score: Raw -657801.634181 + Penalty 2829.824457 = -654971.809724
  nChanged 10
		SP:Iteration 29Q (35798.750000 sec): 3 clusters
  Score: Raw -657806.631896 + Penalty 2829.824457 = -654976.807439
  nChanged 12
		SP:Iteration 30Q (35798.990000 sec): 3 clusters
  Score: Raw -657814.016737 + Penalty 2829.824457 = -654984.192280
  nChanged 9
		SP:Iteration 31Q (35799.190000 sec): 3 clusters
  Score: Raw -657820.533636 + Penalty 2829.824457 = -654990.709179
  nChanged 13
		SP:Iteration 32Q (35799.370000 sec): 3 clusters
  Score: Raw -657826.453203 + Penalty 2829.824457 = -654996.628746
  nChanged 7
		SP:Iteration 33Q (35799.550000 sec): 3 clusters
  Score: Raw -657828.216168 + Penalty 2829.824457 = -654998.391711
  nChanged 2
		SP:Iteration 34Q (35799.740000 sec): 3 clusters
  Score: Raw -657828.786792 + Penalty 2829.824457 = -654998.962335
  nChanged 2
		SP:Iteration 35Q (35799.960000 sec): 3 clusters
  Score: Raw -657829.216236 + Penalty 2829.824457 = -654999.391779
  nChanged 1
		SP:Iteration 36Q (35800.130000 sec): 3 clusters
  Score: Raw -657829.549351 + Penalty 2829.824457 = -654999.724894
  nChanged 4
		SP:Iteration 37Q (35800.340000 sec): 3 clusters
  Score: Raw -657831.238213 + Penalty 2829.824457 = -655001.413756
  nChanged 2
		SP:Iteration 38Q (35800.550000 sec): 3 clusters
  Score: Raw -657832.032988 + Penalty 2829.824457 = -655002.208531
  nChanged 1
		SP:Iteration 39Q (35800.770000 sec): 3 clusters
  Score: Raw -657832.190292 + Penalty 2829.824457 = -655002.365835
  nChanged 2
		SP:Iteration 40F (35800.970000 sec): 3 clusters
  Score: Raw -657832.706789 + Penalty 2829.824457 = -655002.882332
  nChanged 3
		SP:Iteration 41Q (35801.170000 sec): 3 clusters
  Score: Raw -657833.493931 + Penalty 2829.824457 = -655003.669474
  nChanged 1
		SP:Iteration 42Q (35801.360000 sec): 3 clusters
  Score: Raw -657833.962077 + Penalty 2829.824457 = -655004.137620
  nChanged 1
		SP:Iteration 43Q (35801.570000 sec): 3 clusters
  Score: Raw -657834.442648 + Penalty 2829.824457 = -655004.618191
  nChanged 3
		SP:Iteration 44Q (35801.730000 sec): 3 clusters
  Score: Raw -657835.238357 + Penalty 2829.824457 = -655005.413900
  nChanged 1
		SP:Iteration 45Q (35801.900000 sec): 3 clusters
  Score: Raw -657835.669848 + Penalty 2829.824457 = -655005.845391
  nChanged 2
		SP:Iteration 46Q (35802.090000 sec): 3 clusters
  Score: Raw -657836.882819 + Penalty 2829.824457 = -655007.058362
  nChanged 4
		SP:Iteration 47Q (35802.260000 sec): 3 clusters
  Score: Raw -657837.856404 + Penalty 2829.824457 = -655008.031947
  nChanged 2
		SP:Iteration 48Q (35802.460000 sec): 3 clusters
  Score: Raw -657838.410550 + Penalty 2829.824457 = -655008.586093
  nChanged 0
		SP:Iteration 49F (35802.650000 sec): 3 clusters
  Score: Raw -657838.410550 + Penalty 2829.824457 = -655008.586093
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35802.740000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35802.890000 sec): 3 clusters
  Score: Raw -53023.753265 + Penalty 2034.984797 = -50988.768467
  nChanged 109
		SP:Iteration 1F (35803.070000 sec): 3 clusters
  Score: Raw -53194.348354 + Penalty 2034.984797 = -51159.363557
  nChanged 36
		SP:Iteration 2F (35803.310000 sec): 3 clusters
  Score: Raw -53256.669560 + Penalty 2034.984797 = -51221.684762
  nChanged 28
		SP:Iteration 3F (35803.470000 sec): 3 clusters
  Score: Raw -53317.035534 + Penalty 2034.984797 = -51282.050737
  nChanged 17
		SP:Iteration 4Q (35803.630000 sec): 3 clusters
  Score: Raw -53352.453598 + Penalty 2034.984797 = -51317.468801
  nChanged 18
		SP:Iteration 5Q (35803.840000 sec): 3 clusters
  Score: Raw -53389.101310 + Penalty 2034.984797 = -51354.116513
  nChanged 9
		SP:Iteration 6Q (35803.990000 sec): 3 clusters
  Score: Raw -53408.275591 + Penalty 2034.984797 = -51373.290794
  nChanged 2
		SP:Iteration 7Q (35804.190000 sec): 3 clusters
  Score: Raw -53410.927157 + Penalty 2034.984797 = -51375.942359
  nChanged 3
		SP:Iteration 8Q (35804.360000 sec): 3 clusters
  Score: Raw -53414.105052 + Penalty 2034.984797 = -51379.120255
  nChanged 0
		SP:Iteration 9F (35804.570000 sec): 3 clusters
  Score: Raw -53414.105052 + Penalty 2034.984797 = -51379.120255
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35804.670000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35804.830000 sec): 3 clusters
  Score: Raw -50571.513061 + Penalty 2009.848390 = -48561.664671
  nChanged 106
		SP:Iteration 1F (35805.040000 sec): 3 clusters
  Score: Raw -50702.682096 + Penalty 2009.848390 = -48692.833707
  nChanged 24
		SP:Iteration 2Q (35805.210000 sec): 3 clusters
  Score: Raw -50738.713482 + Penalty 2009.848390 = -48728.865093
  nChanged 13
		SP:Iteration 3Q (35805.410000 sec): 3 clusters
  Score: Raw -50763.993281 + Penalty 2009.848390 = -48754.144892
  nChanged 9
		SP:Iteration 4Q (35805.570000 sec): 3 clusters
  Score: Raw -50783.949773 + Penalty 2009.848390 = -48774.101384
  nChanged 12
		SP:Iteration 5Q (35805.770000 sec): 3 clusters
  Score: Raw -50801.827166 + Penalty 2009.848390 = -48791.978777
  nChanged 5
		SP:Iteration 6Q (35805.960000 sec): 3 clusters
  Score: Raw -50810.845613 + Penalty 2009.848390 = -48800.997223
  nChanged 4
		SP:Iteration 7Q (35806.160000 sec): 3 clusters
  Score: Raw -50816.773529 + Penalty 2009.848390 = -48806.925139
  nChanged 3
		SP:Iteration 8Q (35806.310000 sec): 3 clusters
  Score: Raw -50821.203335 + Penalty 2009.848390 = -48811.354945
  nChanged 2
		SP:Iteration 9Q (35806.510000 sec): 3 clusters
  Score: Raw -50825.950175 + Penalty 2009.848390 = -48816.101786
  nChanged 0
		SP:Iteration 10F (35806.690000 sec): 3 clusters
  Score: Raw -50825.950175 + Penalty 2009.848390 = -48816.101786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35806.820000 sec): 2 clusters
  Score: Raw -835578.672259 + Penalty 1458.128408 = -834120.543850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35807.050000 sec): 3 clusters
  Score: Raw -831233.486894 + Penalty 2916.256816 = -828317.230077
  nChanged 3407
		SP:Iteration 1F (35807.280000 sec): 3 clusters
  Score: Raw -832991.061307 + Penalty 2916.256816 = -830074.804491
  nChanged 501
		SP:Iteration 2F (35807.470000 sec): 3 clusters
  Score: Raw -833209.732547 + Penalty 2916.256816 = -830293.475731
  nChanged 392
		SP:Iteration 3Q (35807.680000 sec): 3 clusters
  Score: Raw -833365.710209 + Penalty 2916.256816 = -830449.453392
  nChanged 338
		SP:Iteration 4Q (35807.880000 sec): 3 clusters
  Score: Raw -833511.773462 + Penalty 2916.256816 = -830595.516645
  nChanged 326
		SP:Iteration 5Q (35808.070000 sec): 3 clusters
  Score: Raw -833665.142791 + Penalty 2916.256816 = -830748.885975
  nChanged 326
		SP:Iteration 6Q (35808.270000 sec): 3 clusters
  Score: Raw -833880.456473 + Penalty 2916.256816 = -830964.199657
  nChanged 408
		SP:Iteration 7F (35808.500000 sec): 3 clusters
  Score: Raw -834173.457226 + Penalty 2916.256816 = -831257.200410
  nChanged 433
		SP:Iteration 8F (35808.700000 sec): 3 clusters
  Score: Raw -834454.332872 + Penalty 2916.256816 = -831538.076055
  nChanged 396
		SP:Iteration 9F (35808.910000 sec): 3 clusters
  Score: Raw -834703.712245 + Penalty 2916.256816 = -831787.455429
  nChanged 354
		SP:Iteration 10Q (35809.090000 sec): 3 clusters
  Score: Raw -834912.823998 + Penalty 2916.256816 = -831996.567181
  nChanged 315
		SP:Iteration 11Q (35809.310000 sec): 3 clusters
  Score: Raw -835079.474946 + Penalty 2916.256816 = -832163.218130
  nChanged 255
		SP:Iteration 12Q (35809.530000 sec): 3 clusters
  Score: Raw -835203.155915 + Penalty 2916.256816 = -832286.899099
  nChanged 193
		SP:Iteration 13Q (35809.720000 sec): 3 clusters
  Score: Raw -835278.794763 + Penalty 2916.256816 = -832362.537946
  nChanged 163
		SP:Iteration 14Q (35809.950000 sec): 3 clusters
  Score: Raw -835342.890825 + Penalty 2916.256816 = -832426.634009
  nChanged 124
		SP:Iteration 15Q (35810.160000 sec): 3 clusters
  Score: Raw -835386.645386 + Penalty 2916.256816 = -832470.388570
  nChanged 76
		SP:Iteration 16Q (35810.380000 sec): 3 clusters
  Score: Raw -835417.184454 + Penalty 2916.256816 = -832500.927638
  nChanged 72
		SP:Iteration 17Q (35810.590000 sec): 3 clusters
  Score: Raw -835437.195722 + Penalty 2916.256816 = -832520.938905
  nChanged 51
		SP:Iteration 18Q (35810.810000 sec): 3 clusters
  Score: Raw -835453.912528 + Penalty 2916.256816 = -832537.655711
  nChanged 54
		SP:Iteration 19Q (35811.040000 sec): 3 clusters
  Score: Raw -835474.517664 + Penalty 2916.256816 = -832558.260847
  nChanged 55
		SP:Iteration 20F (35811.220000 sec): 3 clusters
  Score: Raw -835494.150701 + Penalty 2916.256816 = -832577.893884
  nChanged 50
		SP:Iteration 21Q (35811.420000 sec): 3 clusters
  Score: Raw -835509.920495 + Penalty 2916.256816 = -832593.663679
  nChanged 38
		SP:Iteration 22Q (35811.680000 sec): 3 clusters
  Score: Raw -835519.563673 + Penalty 2916.256816 = -832603.306857
  nChanged 28
		SP:Iteration 23Q (35811.870000 sec): 3 clusters
  Score: Raw -835524.654341 + Penalty 2916.256816 = -832608.397524
  nChanged 23
		SP:Iteration 24Q (35812.060000 sec): 3 clusters
  Score: Raw -835529.602234 + Penalty 2916.256816 = -832613.345418
  nChanged 25
		SP:Iteration 25Q (35812.260000 sec): 3 clusters
  Score: Raw -835534.789449 + Penalty 2916.256816 = -832618.532633
  nChanged 31
		SP:Iteration 26Q (35812.430000 sec): 3 clusters
  Score: Raw -835543.439575 + Penalty 2916.256816 = -832627.182759
  nChanged 33
		SP:Iteration 27Q (35812.650000 sec): 3 clusters
  Score: Raw -835551.354547 + Penalty 2916.256816 = -832635.097731
  nChanged 27
		SP:Iteration 28Q (35812.850000 sec): 3 clusters
  Score: Raw -835556.302236 + Penalty 2916.256816 = -832640.045420
  nChanged 15
		SP:Iteration 29Q (35813.000000 sec): 3 clusters
  Score: Raw -835558.803379 + Penalty 2916.256816 = -832642.546563
  nChanged 7
		SP:Iteration 30Q (35813.230000 sec): 3 clusters
  Score: Raw -835559.991773 + Penalty 2916.256816 = -832643.734956
  nChanged 6
		SP:Iteration 31Q (35813.400000 sec): 3 clusters
  Score: Raw -835560.666122 + Penalty 2916.256816 = -832644.409305
  nChanged 2
		SP:Iteration 32Q (35813.590000 sec): 3 clusters
  Score: Raw -835560.914048 + Penalty 2916.256816 = -832644.657232
  nChanged 0
		SP:Iteration 33F (35813.800000 sec): 3 clusters
  Score: Raw -835560.914048 + Penalty 2916.256816 = -832644.657232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (35813.900000 sec): 2 clusters
  Score: Raw -880323.616589 + Penalty 1469.715625 = -878853.900964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (35814.080000 sec): 3 clusters
  Score: Raw -875636.937431 + Penalty 2939.431249 = -872697.506182
  nChanged 3592
		SP:Iteration 1F (35814.270000 sec): 3 clusters
  Score: Raw -877662.035010 + Penalty 2939.431249 = -874722.603760
  nChanged 621
		SP:Iteration 2F (35814.450000 sec): 3 clusters
  Score: Raw -878071.296949 + Penalty 2939.431249 = -875131.865699
  nChanged 608
		SP:Iteration 3F (35814.690000 sec): 3 clusters
  Score: Raw -878473.915584 + Penalty 2939.431249 = -875534.484335
  nChanged 563
		SP:Iteration 4F (35814.880000 sec): 3 clusters
  Score: Raw -878865.392789 + Penalty 2939.431249 = -875925.961539
  nChanged 529
		SP:Iteration 5F (35815.120000 sec): 3 clusters
  Score: Raw -879237.445069 + Penalty 2939.431249 = -876298.013819
  nChanged 422
		SP:Iteration 6Q (35815.310000 sec): 3 clusters
  Score: Raw -879488.058845 + Penalty 2939.431249 = -876548.627596
  nChanged 355
		SP:Iteration 7Q (35815.520000 sec): 3 clusters
  Score: Raw -879670.147850 + Penalty 2939.431249 = -876730.716601
  nChanged 261
		SP:Iteration 8Q (35815.700000 sec): 3 clusters
  Score: Raw -879794.321029 + Penalty 2939.431249 = -876854.889780
  nChanged 211
		SP:Iteration 9Q (35815.890000 sec): 3 clusters
  Score: Raw -879897.420499 + Penalty 2939.431249 = -876957.989250
  nChanged 193
		SP:Iteration 10Q (35816.110000 sec): 3 clusters
  Score: Raw -879988.657586 + Penalty 2939.431249 = -877049.226337
  nChanged 176
		SP:Iteration 11Q (35816.340000 sec): 3 clusters
  Score: Raw -880082.607313 + Penalty 2939.431249 = -877143.176064
  nChanged 174
		SP:Iteration 12Q (35816.550000 sec): 3 clusters
  Score: Raw -880188.518086 + Penalty 2939.431249 = -877249.086837
  nChanged 165
		SP:Iteration 13Q (35816.730000 sec): 3 clusters
  Score: Raw -880293.085720 + Penalty 2939.431249 = -877353.654471
  nChanged 132
		SP:Iteration 14Q (35816.930000 sec): 3 clusters
  Score: Raw -880379.845108 + Penalty 2939.431249 = -877440.413859
  nChanged 122
		SP:Iteration 15Q (35817.160000 sec): 3 clusters
  Score: Raw -880453.024142 + Penalty 2939.431249 = -877513.592892
  nChanged 90
		SP:Iteration 16Q (35817.350000 sec): 3 clusters
  Score: Raw -880508.660147 + Penalty 2939.431249 = -877569.228897
  nChanged 80
		SP:Iteration 17Q (35817.560000 sec): 3 clusters
  Score: Raw -880558.418968 + Penalty 2939.431249 = -877618.987719
  nChanged 66
		SP:Iteration 18Q (35817.780000 sec): 3 clusters
  Score: Raw -880603.939228 + Penalty 2939.431249 = -877664.507979
  nChanged 60
		SP:Iteration 19Q (35817.960000 sec): 3 clusters
  Score: Raw -880652.366767 + Penalty 2939.431249 = -877712.935517
  nChanged 48
		SP:Iteration 20F (35818.210000 sec): 3 clusters
  Score: Raw -880684.009081 + Penalty 2939.431249 = -877744.577831
  nChanged 34
		SP:Iteration 21Q (35818.380000 sec): 3 clusters
  Score: Raw -880703.760631 + Penalty 2939.431249 = -877764.329381
  nChanged 31
		SP:Iteration 22Q (35818.610000 sec): 3 clusters
  Score: Raw -880725.801654 + Penalty 2939.431249 = -877786.370405
  nChanged 34
		SP:Iteration 23Q (35818.790000 sec): 3 clusters
  Score: Raw -880753.021777 + Penalty 2939.431249 = -877813.590528
  nChanged 34
		SP:Iteration 24Q (35818.990000 sec): 3 clusters
  Score: Raw -880786.831123 + Penalty 2939.431249 = -877847.399874
  nChanged 38
		SP:Iteration 25Q (35819.210000 sec): 3 clusters
  Score: Raw -880830.874259 + Penalty 2939.431249 = -877891.443010
  nChanged 36
		SP:Iteration 26Q (35819.450000 sec): 3 clusters
  Score: Raw -880869.751952 + Penalty 2939.431249 = -877930.320703
  nChanged 33
		SP:Iteration 27Q (35819.690000 sec): 3 clusters
  Score: Raw -880900.337470 + Penalty 2939.431249 = -877960.906220
  nChanged 18
		SP:Iteration 28Q (35819.900000 sec): 3 clusters
  Score: Raw -880920.102118 + Penalty 2939.431249 = -877980.670868
  nChanged 21
		SP:Iteration 29Q (35820.130000 sec): 3 clusters
  Score: Raw -880936.333250 + Penalty 2939.431249 = -877996.902001
  nChanged 17
		SP:Iteration 30Q (35820.320000 sec): 3 clusters
  Score: Raw -880950.069818 + Penalty 2939.431249 = -878010.638569
  nChanged 10
		SP:Iteration 31Q (35820.520000 sec): 3 clusters
  Score: Raw -880956.889294 + Penalty 2939.431249 = -878017.458044
  nChanged 10
		SP:Iteration 32Q (35820.740000 sec): 3 clusters
  Score: Raw -880964.008537 + Penalty 2939.431249 = -878024.577287
  nChanged 9
		SP:Iteration 33Q (35820.930000 sec): 3 clusters
  Score: Raw -880972.587333 + Penalty 2939.431249 = -878033.156084
  nChanged 5
		SP:Iteration 34Q (35821.090000 sec): 3 clusters
  Score: Raw -880976.629291 + Penalty 2939.431249 = -878037.198042
  nChanged 6
		SP:Iteration 35Q (35821.320000 sec): 3 clusters
  Score: Raw -880979.760240 + Penalty 2939.431249 = -878040.328990
  nChanged 7
		SP:Iteration 36Q (35821.550000 sec): 3 clusters
  Score: Raw -880985.363659 + Penalty 2939.431249 = -878045.932409
  nChanged 11
		SP:Iteration 37Q (35821.740000 sec): 3 clusters
  Score: Raw -880994.448344 + Penalty 2939.431249 = -878055.017095
  nChanged 8
		SP:Iteration 38Q (35821.940000 sec): 3 clusters
  Score: Raw -880998.185821 + Penalty 2939.431249 = -878058.754572
  nChanged 2
		SP:Iteration 39Q (35822.150000 sec): 3 clusters
  Score: Raw -880998.947407 + Penalty 2939.431249 = -878059.516158
  nChanged 0
		SP:Iteration 40F (35822.290000 sec): 3 clusters
  Score: Raw -880998.947407 + Penalty 2939.431249 = -878059.516158
  nChanged 0
Iteration 339Q (35915.920000 sec): 75 clusters
  Score: Raw -138130425.553458 + Penalty 169872.908604 = -137960552.644854
  nChanged 42
Iteration 340F (36071.270000 sec): 75 clusters
  Score: Raw -138130426.311879 + Penalty 169872.908604 = -137960553.403275
  nChanged 42
Iteration 341Q (36162.160000 sec): 75 clusters
  Score: Raw -138130427.172639 + Penalty 169872.908604 = -137960554.264035
  nChanged 38
Iteration 342Q (36258.350000 sec): 75 clusters
  Score: Raw -138130427.951755 + Penalty 169872.908604 = -137960555.043151
  nChanged 29
Iteration 343Q (36351.820000 sec): 75 clusters
  Score: Raw -138130428.663594 + Penalty 169872.908604 = -137960555.754989
  nChanged 31
Iteration 344Q (36447.330000 sec): 75 clusters
  Score: Raw -138130429.487403 + Penalty 169872.908604 = -137960556.578799
  nChanged 34
Iteration 345Q (36541.130000 sec): 75 clusters
  Score: Raw -138130430.513213 + Penalty 169872.908604 = -137960557.604609
  nChanged 26
Iteration 346Q (36623.730000 sec): 75 clusters
  Score: Raw -138130431.129990 + Penalty 169872.908604 = -137960558.221386
  nChanged 17
Iteration 347Q (36717.260000 sec): 75 clusters
  Score: Raw -138130431.391685 + Penalty 169872.908604 = -137960558.483081
  nChanged 12
Iteration 348Q (36806.820000 sec): 75 clusters
  Score: Raw -138130431.776855 + Penalty 169872.908604 = -137960558.868251
  nChanged 13
Iteration 349Q (36896.460000 sec): 75 clusters
  Score: Raw -138130432.042952 + Penalty 169872.908604 = -137960559.134348
  nChanged 14
Iteration 350Q (36991.380000 sec): 75 clusters
  Score: Raw -138130432.252031 + Penalty 169872.908604 = -137960559.343427
  nChanged 8
Iteration 351Q (37084.770000 sec): 75 clusters
  Score: Raw -138130432.335131 + Penalty 169872.908604 = -137960559.426527
  nChanged 6
Iteration 352Q (37175.980000 sec): 75 clusters
  Score: Raw -138130432.449789 + Penalty 169872.908604 = -137960559.541185
  nChanged 10
Iteration 353Q (37266.370000 sec): 75 clusters
  Score: Raw -138130432.591737 + Penalty 169872.908604 = -137960559.683132
  nChanged 16
Iteration 354Q (37351.980000 sec): 75 clusters
  Score: Raw -138130432.768917 + Penalty 169872.908604 = -137960559.860313
  nChanged 12
Iteration 355Q (37449.710000 sec): 75 clusters
  Score: Raw -138130432.948812 + Penalty 169872.908604 = -137960560.040207
  nChanged 6
Iteration 356Q (37538.620000 sec): 75 clusters
  Score: Raw -138130433.121387 + Penalty 169872.908604 = -137960560.212782
  nChanged 6
Iteration 357Q (37625.270000 sec): 75 clusters
  Score: Raw -138130433.262811 + Penalty 169872.908604 = -137960560.354207
  nChanged 11
Iteration 358Q (37724.280000 sec): 75 clusters
  Score: Raw -138130433.445106 + Penalty 169872.908604 = -137960560.536501
  nChanged 5
Iteration 359Q (37828.810000 sec): 75 clusters
  Score: Raw -138130433.480532 + Penalty 169872.908604 = -137960560.571928
  nChanged 2
Iteration 360F (38015.570000 sec): 75 clusters
  Score: Raw -138130433.508630 + Penalty 169872.908604 = -137960560.600025
  nChanged 4
Iteration 361Q (38135.690000 sec): 75 clusters
  Score: Raw -138130433.554301 + Penalty 169872.908604 = -137960560.645696
  nChanged 2
Iteration 362Q (38255.750000 sec): 75 clusters
  Score: Raw -138130433.578378 + Penalty 169872.908604 = -137960560.669774
  nChanged 3
Iteration 363Q (38372.930000 sec): 75 clusters
  Score: Raw -138130433.614682 + Penalty 169872.908604 = -137960560.706078
  nChanged 6
Iteration 364Q (38486.090000 sec): 75 clusters
  Score: Raw -138130433.666999 + Penalty 169872.908604 = -137960560.758395
  nChanged 2
Iteration 365Q (38604.890000 sec): 75 clusters
  Score: Raw -138130433.684672 + Penalty 169872.908604 = -137960560.776068
  nChanged 2
Iteration 366Q (38715.770000 sec): 75 clusters
  Score: Raw -138130433.695910 + Penalty 169872.908604 = -137960560.787306
  nChanged 1
Iteration 367Q (38804.040000 sec): 75 clusters
  Score: Raw -138130433.701950 + Penalty 169872.908604 = -137960560.793346
  nChanged 1
Iteration 368Q (38896.780000 sec): 75 clusters
  Score: Raw -138130433.707982 + Penalty 169872.908604 = -137960560.799378
  nChanged 2
Iteration 369Q (38988.120000 sec): 75 clusters
  Score: Raw -138130433.725576 + Penalty 169872.908604 = -137960560.816972
  nChanged 3
Iteration 370Q (39071.490000 sec): 75 clusters
  Score: Raw -138130433.756314 + Penalty 169872.908604 = -137960560.847709
  nChanged 5
Iteration 371Q (39161.810000 sec): 75 clusters
  Score: Raw -138130433.815691 + Penalty 169872.908604 = -137960560.907087
  nChanged 11
Iteration 372Q (39255.780000 sec): 75 clusters
  Score: Raw -138130433.921186 + Penalty 169872.908604 = -137960561.012582
  nChanged 10
Iteration 373Q (39349.870000 sec): 75 clusters
  Score: Raw -138130434.046878 + Penalty 169872.908604 = -137960561.138273
  nChanged 11
Iteration 374Q (39445.860000 sec): 75 clusters
  Score: Raw -138130434.194491 + Penalty 169872.908604 = -137960561.285887
  nChanged 12
Iteration 375Q (39530.040000 sec): 75 clusters
  Score: Raw -138130434.304035 + Penalty 169872.908604 = -137960561.395430
  nChanged 10
Iteration 376Q (39620.510000 sec): 75 clusters
  Score: Raw -138130434.396973 + Penalty 169872.908604 = -137960561.488369
  nChanged 14
Iteration 377Q (39710.340000 sec): 75 clusters
  Score: Raw -138130434.575173 + Penalty 169872.908604 = -137960561.666569
  nChanged 21
Iteration 378Q (39802.020000 sec): 75 clusters
  Score: Raw -138130435.233067 + Penalty 169872.908604 = -137960562.324463
  nChanged 17
Writing temp clu file 
Because OldScore, -137960561.666569, is greater than current (better) Score,-137960562.324463 
 Compute initial score before splitting:   Score: Raw -138130435.233067 + Penalty 169872.908604 = -137960562.324463
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39802.380000 sec): 2 clusters
  Score: Raw -354866.670924 + Penalty 1336.164966 = -353530.505957
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39802.560000 sec): 3 clusters
  Score: Raw -353028.489912 + Penalty 2672.329932 = -350356.159979
  nChanged 1471
		SP:Iteration 1F (39802.730000 sec): 3 clusters
  Score: Raw -353911.832411 + Penalty 2672.329932 = -351239.502478
  nChanged 330
		SP:Iteration 2F (39802.920000 sec): 3 clusters
  Score: Raw -354159.823303 + Penalty 2672.329932 = -351487.493370
  nChanged 263
		SP:Iteration 3F (39803.090000 sec): 3 clusters
  Score: Raw -354362.213057 + Penalty 2672.329932 = -351689.883124
  nChanged 201
		SP:Iteration 4F (39803.270000 sec): 3 clusters
  Score: Raw -354485.604723 + Penalty 2672.329932 = -351813.274790
  nChanged 150
		SP:Iteration 5Q (39803.460000 sec): 3 clusters
  Score: Raw -354583.472436 + Penalty 2672.329932 = -351911.142503
  nChanged 151
		SP:Iteration 6Q (39803.660000 sec): 3 clusters
  Score: Raw -354680.442440 + Penalty 2672.329932 = -352008.112508
  nChanged 131
		SP:Iteration 7Q (39803.840000 sec): 3 clusters
  Score: Raw -354770.643892 + Penalty 2672.329932 = -352098.313960
  nChanged 119
		SP:Iteration 8Q (39804.020000 sec): 3 clusters
  Score: Raw -354854.040713 + Penalty 2672.329932 = -352181.710781
  nChanged 100
		SP:Iteration 9Q (39804.180000 sec): 3 clusters
  Score: Raw -354931.553098 + Penalty 2672.329932 = -352259.223165
  nChanged 102
		SP:Iteration 10Q (39804.390000 sec): 3 clusters
  Score: Raw -354998.467981 + Penalty 2672.329932 = -352326.138048
  nChanged 87
		SP:Iteration 11Q (39804.560000 sec): 3 clusters
  Score: Raw -355058.576829 + Penalty 2672.329932 = -352386.246896
  nChanged 80
		SP:Iteration 12Q (39804.770000 sec): 3 clusters
  Score: Raw -355117.302526 + Penalty 2672.329932 = -352444.972593
  nChanged 76
		SP:Iteration 13Q (39804.970000 sec): 3 clusters
  Score: Raw -355181.457100 + Penalty 2672.329932 = -352509.127167
  nChanged 95
		SP:Iteration 14Q (39805.150000 sec): 3 clusters
  Score: Raw -355258.327382 + Penalty 2672.329932 = -352585.997449
  nChanged 84
		SP:Iteration 15Q (39805.340000 sec): 3 clusters
  Score: Raw -355323.717261 + Penalty 2672.329932 = -352651.387328
  nChanged 67
		SP:Iteration 16Q (39805.570000 sec): 3 clusters
  Score: Raw -355371.415353 + Penalty 2672.329932 = -352699.085420
  nChanged 55
		SP:Iteration 17Q (39805.770000 sec): 3 clusters
  Score: Raw -355409.324128 + Penalty 2672.329932 = -352736.994196
  nChanged 47
		SP:Iteration 18Q (39805.970000 sec): 3 clusters
  Score: Raw -355440.744324 + Penalty 2672.329932 = -352768.414391
  nChanged 42
		SP:Iteration 19Q (39806.170000 sec): 3 clusters
  Score: Raw -355465.799534 + Penalty 2672.329932 = -352793.469601
  nChanged 38
		SP:Iteration 20F (39806.360000 sec): 3 clusters
  Score: Raw -355497.094534 + Penalty 2672.329932 = -352824.764601
  nChanged 37
		SP:Iteration 21Q (39806.550000 sec): 3 clusters
  Score: Raw -355532.192343 + Penalty 2672.329932 = -352859.862410
  nChanged 30
		SP:Iteration 22Q (39806.760000 sec): 3 clusters
  Score: Raw -355543.800748 + Penalty 2672.329932 = -352871.470816
  nChanged 17
		SP:Iteration 23Q (39806.940000 sec): 3 clusters
  Score: Raw -355549.402284 + Penalty 2672.329932 = -352877.072351
  nChanged 17
		SP:Iteration 24Q (39807.140000 sec): 3 clusters
  Score: Raw -355555.866724 + Penalty 2672.329932 = -352883.536792
  nChanged 12
		SP:Iteration 25Q (39807.350000 sec): 3 clusters
  Score: Raw -355561.337620 + Penalty 2672.329932 = -352889.007688
  nChanged 14
		SP:Iteration 26Q (39807.550000 sec): 3 clusters
  Score: Raw -355567.053751 + Penalty 2672.329932 = -352894.723818
  nChanged 14
		SP:Iteration 27Q (39807.770000 sec): 3 clusters
  Score: Raw -355572.635923 + Penalty 2672.329932 = -352900.305990
  nChanged 18
		SP:Iteration 28Q (39807.970000 sec): 3 clusters
  Score: Raw -355580.226594 + Penalty 2672.329932 = -352907.896661
  nChanged 21
		SP:Iteration 29Q (39808.140000 sec): 3 clusters
  Score: Raw -355590.819506 + Penalty 2672.329932 = -352918.489573
  nChanged 26
		SP:Iteration 30Q (39808.350000 sec): 3 clusters
  Score: Raw -355605.747553 + Penalty 2672.329932 = -352933.417621
  nChanged 23
		SP:Iteration 31Q (39808.540000 sec): 3 clusters
  Score: Raw -355628.805851 + Penalty 2672.329932 = -352956.475919
  nChanged 29
		SP:Iteration 32Q (39808.700000 sec): 3 clusters
  Score: Raw -355662.695183 + Penalty 2672.329932 = -352990.365250
  nChanged 36
		SP:Iteration 33Q (39808.850000 sec): 3 clusters
  Score: Raw -355685.177519 + Penalty 2672.329932 = -353012.847586
  nChanged 25
		SP:Iteration 34Q (39809.040000 sec): 3 clusters
  Score: Raw -355709.592563 + Penalty 2672.329932 = -353037.262630
  nChanged 28
		SP:Iteration 35Q (39809.260000 sec): 3 clusters
  Score: Raw -355736.254059 + Penalty 2672.329932 = -353063.924127
  nChanged 21
		SP:Iteration 36Q (39809.400000 sec): 3 clusters
  Score: Raw -355747.257398 + Penalty 2672.329932 = -353074.927465
  nChanged 14
		SP:Iteration 37Q (39809.590000 sec): 3 clusters
  Score: Raw -355754.289134 + Penalty 2672.329932 = -353081.959201
  nChanged 10
		SP:Iteration 38Q (39809.770000 sec): 3 clusters
  Score: Raw -355757.607198 + Penalty 2672.329932 = -353085.277265
  nChanged 6
		SP:Iteration 39Q (39809.930000 sec): 3 clusters
  Score: Raw -355759.373684 + Penalty 2672.329932 = -353087.043752
  nChanged 4
		SP:Iteration 40F (39810.140000 sec): 3 clusters
  Score: Raw -355762.463456 + Penalty 2672.329932 = -353090.133524
  nChanged 3
		SP:Iteration 41Q (39810.360000 sec): 3 clusters
  Score: Raw -355765.643984 + Penalty 2672.329932 = -353093.314051
  nChanged 3
		SP:Iteration 42Q (39810.560000 sec): 3 clusters
  Score: Raw -355766.470106 + Penalty 2672.329932 = -353094.140174
  nChanged 3
		SP:Iteration 43Q (39810.750000 sec): 3 clusters
  Score: Raw -355767.141044 + Penalty 2672.329932 = -353094.811111
  nChanged 1
		SP:Iteration 44Q (39810.990000 sec): 3 clusters
  Score: Raw -355767.460727 + Penalty 2672.329932 = -353095.130795
  nChanged 0
		SP:Iteration 45F (39811.160000 sec): 3 clusters
  Score: Raw -355767.460727 + Penalty 2672.329932 = -353095.130795
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39811.620000 sec): 2 clusters
  Score: Raw -9126278.943534 + Penalty 1845.491045 = -9124433.452489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39812.160000 sec): 3 clusters
  Score: Raw -9070906.552707 + Penalty 3690.982090 = -9067215.570617
  nChanged 40744
		SP:Iteration 1F (39812.690000 sec): 3 clusters
  Score: Raw -9094540.998460 + Penalty 3690.982090 = -9090850.016371
  nChanged 2803
		SP:Iteration 2Q (39813.240000 sec): 3 clusters
  Score: Raw -9095215.074854 + Penalty 3690.982090 = -9091524.092764
  nChanged 2849
		SP:Iteration 3Q (39813.850000 sec): 3 clusters
  Score: Raw -9096026.041879 + Penalty 3690.982090 = -9092335.059789
  nChanged 3136
		SP:Iteration 4Q (39814.460000 sec): 3 clusters
  Score: Raw -9097078.118029 + Penalty 3690.982090 = -9093387.135939
  nChanged 3504
		SP:Iteration 5Q (39815.020000 sec): 3 clusters
  Score: Raw -9098393.899190 + Penalty 3690.982090 = -9094702.917101
  nChanged 3808
		SP:Iteration 6Q (39815.650000 sec): 3 clusters
  Score: Raw -9099986.689822 + Penalty 3690.982090 = -9096295.707732
  nChanged 3864
		SP:Iteration 7Q (39816.180000 sec): 3 clusters
  Score: Raw -9101667.760945 + Penalty 3690.982090 = -9097976.778855
  nChanged 3913
		SP:Iteration 8Q (39816.790000 sec): 3 clusters
  Score: Raw -9103411.724968 + Penalty 3690.982090 = -9099720.742878
  nChanged 3852
		SP:Iteration 9Q (39817.370000 sec): 3 clusters
  Score: Raw -9105185.581753 + Penalty 3690.982090 = -9101494.599663
  nChanged 3745
		SP:Iteration 10Q (39817.970000 sec): 3 clusters
  Score: Raw -9107071.325726 + Penalty 3690.982090 = -9103380.343636
  nChanged 3932
		SP:Iteration 11Q (39818.550000 sec): 3 clusters
  Score: Raw -9109210.004367 + Penalty 3690.982090 = -9105519.022277
  nChanged 4143
		SP:Iteration 12Q (39819.130000 sec): 3 clusters
  Score: Raw -9111725.299898 + Penalty 3690.982090 = -9108034.317809
  nChanged 4354
		SP:Iteration 13F (39819.650000 sec): 3 clusters
  Score: Raw -9114630.206802 + Penalty 3690.982090 = -9110939.224713
  nChanged 4366
		SP:Iteration 14F (39820.150000 sec): 3 clusters
  Score: Raw -9117765.628971 + Penalty 3690.982090 = -9114074.646881
  nChanged 3910
		SP:Iteration 15Q (39820.650000 sec): 3 clusters
  Score: Raw -9120572.467702 + Penalty 3690.982090 = -9116881.485612
  nChanged 3129
		SP:Iteration 16Q (39821.200000 sec): 3 clusters
  Score: Raw -9122769.735945 + Penalty 3690.982090 = -9119078.753856
  nChanged 2354
		SP:Iteration 17Q (39821.800000 sec): 3 clusters
  Score: Raw -9124319.283531 + Penalty 3690.982090 = -9120628.301442
  nChanged 1723
		SP:Iteration 18Q (39822.390000 sec): 3 clusters
  Score: Raw -9125327.281686 + Penalty 3690.982090 = -9121636.299597
  nChanged 1190
		SP:Iteration 19Q (39822.910000 sec): 3 clusters
  Score: Raw -9125943.303790 + Penalty 3690.982090 = -9122252.321700
  nChanged 814
		SP:Iteration 20F (39823.480000 sec): 3 clusters
  Score: Raw -9126318.271222 + Penalty 3690.982090 = -9122627.289132
  nChanged 571
		SP:Iteration 21Q (39824.050000 sec): 3 clusters
  Score: Raw -9126539.652353 + Penalty 3690.982090 = -9122848.670263
  nChanged 430
		SP:Iteration 22Q (39824.560000 sec): 3 clusters
  Score: Raw -9126691.473149 + Penalty 3690.982090 = -9123000.491060
  nChanged 327
		SP:Iteration 23Q (39825.070000 sec): 3 clusters
  Score: Raw -9126791.210570 + Penalty 3690.982090 = -9123100.228480
  nChanged 230
		SP:Iteration 24Q (39825.560000 sec): 3 clusters
  Score: Raw -9126852.516316 + Penalty 3690.982090 = -9123161.534226
  nChanged 188
		SP:Iteration 25Q (39826.060000 sec): 3 clusters
  Score: Raw -9126898.069490 + Penalty 3690.982090 = -9123207.087400
  nChanged 137
		SP:Iteration 26Q (39826.520000 sec): 3 clusters
  Score: Raw -9126927.638055 + Penalty 3690.982090 = -9123236.655966
  nChanged 87
		SP:Iteration 27Q (39827.000000 sec): 3 clusters
  Score: Raw -9126944.019497 + Penalty 3690.982090 = -9123253.037408
  nChanged 64
		SP:Iteration 28Q (39827.480000 sec): 3 clusters
  Score: Raw -9126954.109996 + Penalty 3690.982090 = -9123263.127906
  nChanged 52
		SP:Iteration 29Q (39827.960000 sec): 3 clusters
  Score: Raw -9126961.301622 + Penalty 3690.982090 = -9123270.319533
  nChanged 27
		SP:Iteration 30Q (39828.430000 sec): 3 clusters
  Score: Raw -9126964.803895 + Penalty 3690.982090 = -9123273.821806
  nChanged 21
		SP:Iteration 31Q (39828.910000 sec): 3 clusters
  Score: Raw -9126967.964070 + Penalty 3690.982090 = -9123276.981980
  nChanged 22
		SP:Iteration 32Q (39829.370000 sec): 3 clusters
  Score: Raw -9126971.596872 + Penalty 3690.982090 = -9123280.614783
  nChanged 24
		SP:Iteration 33Q (39829.860000 sec): 3 clusters
  Score: Raw -9126974.730592 + Penalty 3690.982090 = -9123283.748503
  nChanged 15
		SP:Iteration 34Q (39830.310000 sec): 3 clusters
  Score: Raw -9126976.294007 + Penalty 3690.982090 = -9123285.311918
  nChanged 11
		SP:Iteration 35Q (39830.760000 sec): 3 clusters
  Score: Raw -9126977.513628 + Penalty 3690.982090 = -9123286.531539
  nChanged 8
		SP:Iteration 36Q (39831.290000 sec): 3 clusters
  Score: Raw -9126978.420046 + Penalty 3690.982090 = -9123287.437957
  nChanged 5
		SP:Iteration 37Q (39831.830000 sec): 3 clusters
  Score: Raw -9126978.959276 + Penalty 3690.982090 = -9123287.977186
  nChanged 9
		SP:Iteration 38Q (39832.350000 sec): 3 clusters
  Score: Raw -9126980.026588 + Penalty 3690.982090 = -9123289.044499
  nChanged 9
		SP:Iteration 39Q (39832.860000 sec): 3 clusters
  Score: Raw -9126981.122204 + Penalty 3690.982090 = -9123290.140114
  nChanged 8
		SP:Iteration 40F (39833.460000 sec): 3 clusters
  Score: Raw -9126982.132365 + Penalty 3690.982090 = -9123291.150275
  nChanged 6
		SP:Iteration 41Q (39833.990000 sec): 3 clusters
  Score: Raw -9126983.176147 + Penalty 3690.982090 = -9123292.194057
  nChanged 15
		SP:Iteration 42Q (39834.560000 sec): 3 clusters
  Score: Raw -9126985.331854 + Penalty 3690.982090 = -9123294.349764
  nChanged 12
		SP:Iteration 43Q (39835.060000 sec): 3 clusters
  Score: Raw -9126987.103945 + Penalty 3690.982090 = -9123296.121855
  nChanged 17
		SP:Iteration 44Q (39835.580000 sec): 3 clusters
  Score: Raw -9126989.359145 + Penalty 3690.982090 = -9123298.377055
  nChanged 13
		SP:Iteration 45Q (39836.100000 sec): 3 clusters
  Score: Raw -9126990.911919 + Penalty 3690.982090 = -9123299.929830
  nChanged 8
		SP:Iteration 46Q (39836.620000 sec): 3 clusters
  Score: Raw -9126991.964625 + Penalty 3690.982090 = -9123300.982535
  nChanged 10
		SP:Iteration 47Q (39837.140000 sec): 3 clusters
  Score: Raw -9126993.084004 + Penalty 3690.982090 = -9123302.101915
  nChanged 11
		SP:Iteration 48Q (39837.640000 sec): 3 clusters
  Score: Raw -9126994.285364 + Penalty 3690.982090 = -9123303.303274
  nChanged 5
		SP:Iteration 49Q (39838.140000 sec): 3 clusters
  Score: Raw -9126995.332574 + Penalty 3690.982090 = -9123304.350484
  nChanged 9
		SP:Iteration 50Q (39838.600000 sec): 3 clusters
  Score: Raw -9126996.384986 + Penalty 3690.982090 = -9123305.402897
  nChanged 6
		SP:Iteration 51Q (39839.050000 sec): 3 clusters
  Score: Raw -9126997.255844 + Penalty 3690.982090 = -9123306.273754
  nChanged 6
		SP:Iteration 52Q (39839.520000 sec): 3 clusters
  Score: Raw -9126997.905052 + Penalty 3690.982090 = -9123306.922962
  nChanged 6
		SP:Iteration 53Q (39840.050000 sec): 3 clusters
  Score: Raw -9126998.636989 + Penalty 3690.982090 = -9123307.654899
  nChanged 6
		SP:Iteration 54Q (39840.580000 sec): 3 clusters
  Score: Raw -9126999.411642 + Penalty 3690.982090 = -9123308.429553
  nChanged 6
		SP:Iteration 55Q (39841.090000 sec): 3 clusters
  Score: Raw -9127000.241323 + Penalty 3690.982090 = -9123309.259233
  nChanged 11
		SP:Iteration 56Q (39841.580000 sec): 3 clusters
  Score: Raw -9127001.749960 + Penalty 3690.982090 = -9123310.767870
  nChanged 14
		SP:Iteration 57Q (39842.080000 sec): 3 clusters
  Score: Raw -9127003.755858 + Penalty 3690.982090 = -9123312.773768
  nChanged 8
		SP:Iteration 58Q (39842.610000 sec): 3 clusters
  Score: Raw -9127004.915527 + Penalty 3690.982090 = -9123313.933437
  nChanged 11
		SP:Iteration 59Q (39843.110000 sec): 3 clusters
  Score: Raw -9127006.245299 + Penalty 3690.982090 = -9123315.263209
  nChanged 8
		SP:Iteration 60F (39843.600000 sec): 3 clusters
  Score: Raw -9127007.604658 + Penalty 3690.982090 = -9123316.622568
  nChanged 10
		SP:Iteration 61Q (39844.070000 sec): 3 clusters
  Score: Raw -9127009.024001 + Penalty 3690.982090 = -9123318.041911
  nChanged 9
		SP:Iteration 62Q (39844.520000 sec): 3 clusters
  Score: Raw -9127010.375083 + Penalty 3690.982090 = -9123319.392993
  nChanged 8
		SP:Iteration 63Q (39844.980000 sec): 3 clusters
  Score: Raw -9127011.252647 + Penalty 3690.982090 = -9123320.270558
  nChanged 6
		SP:Iteration 64Q (39845.520000 sec): 3 clusters
  Score: Raw -9127011.893960 + Penalty 3690.982090 = -9123320.911870
  nChanged 5
		SP:Iteration 65Q (39846.050000 sec): 3 clusters
  Score: Raw -9127012.373174 + Penalty 3690.982090 = -9123321.391084
  nChanged 6
		SP:Iteration 66Q (39846.600000 sec): 3 clusters
  Score: Raw -9127013.511348 + Penalty 3690.982090 = -9123322.529258
  nChanged 7
		SP:Iteration 67Q (39847.180000 sec): 3 clusters
  Score: Raw -9127014.522251 + Penalty 3690.982090 = -9123323.540161
  nChanged 5
		SP:Iteration 68Q (39847.760000 sec): 3 clusters
  Score: Raw -9127015.204869 + Penalty 3690.982090 = -9123324.222779
  nChanged 6
		SP:Iteration 69Q (39848.270000 sec): 3 clusters
  Score: Raw -9127015.881310 + Penalty 3690.982090 = -9123324.899220
  nChanged 5
		SP:Iteration 70Q (39848.730000 sec): 3 clusters
  Score: Raw -9127016.477234 + Penalty 3690.982090 = -9123325.495144
  nChanged 5
		SP:Iteration 71Q (39849.230000 sec): 3 clusters
  Score: Raw -9127016.986434 + Penalty 3690.982090 = -9123326.004344
  nChanged 2
		SP:Iteration 72Q (39849.700000 sec): 3 clusters
  Score: Raw -9127017.194497 + Penalty 3690.982090 = -9123326.212408
  nChanged 4
		SP:Iteration 73Q (39850.150000 sec): 3 clusters
  Score: Raw -9127017.605100 + Penalty 3690.982090 = -9123326.623011
  nChanged 2
		SP:Iteration 74Q (39850.630000 sec): 3 clusters
  Score: Raw -9127017.971571 + Penalty 3690.982090 = -9123326.989481
  nChanged 5
		SP:Iteration 75Q (39851.110000 sec): 3 clusters
  Score: Raw -9127018.605468 + Penalty 3690.982090 = -9123327.623378
  nChanged 7
		SP:Iteration 76Q (39851.620000 sec): 3 clusters
  Score: Raw -9127019.639491 + Penalty 3690.982090 = -9123328.657401
  nChanged 7
		SP:Iteration 77Q (39852.060000 sec): 3 clusters
  Score: Raw -9127020.703773 + Penalty 3690.982090 = -9123329.721683
  nChanged 9
		SP:Iteration 78Q (39852.530000 sec): 3 clusters
  Score: Raw -9127021.872020 + Penalty 3690.982090 = -9123330.889930
  nChanged 7
		SP:Iteration 79Q (39853.010000 sec): 3 clusters
  Score: Raw -9127023.214458 + Penalty 3690.982090 = -9123332.232369
  nChanged 11
		SP:Iteration 80F (39853.540000 sec): 3 clusters
  Score: Raw -9127024.900436 + Penalty 3690.982090 = -9123333.918347
  nChanged 10
		SP:Iteration 81Q (39853.950000 sec): 3 clusters
  Score: Raw -9127026.399184 + Penalty 3690.982090 = -9123335.417095
  nChanged 5
		SP:Iteration 82Q (39854.420000 sec): 3 clusters
  Score: Raw -9127027.064548 + Penalty 3690.982090 = -9123336.082459
  nChanged 4
		SP:Iteration 83Q (39854.860000 sec): 3 clusters
  Score: Raw -9127027.537300 + Penalty 3690.982090 = -9123336.555210
  nChanged 2
		SP:Iteration 84Q (39855.320000 sec): 3 clusters
  Score: Raw -9127027.836875 + Penalty 3690.982090 = -9123336.854785
  nChanged 1
		SP:Iteration 85Q (39855.800000 sec): 3 clusters
  Score: Raw -9127027.947536 + Penalty 3690.982090 = -9123336.965446
  nChanged 1
		SP:Iteration 86Q (39856.310000 sec): 3 clusters
  Score: Raw -9127028.036501 + Penalty 3690.982090 = -9123337.054411
  nChanged 2
		SP:Iteration 87Q (39856.900000 sec): 3 clusters
  Score: Raw -9127028.200656 + Penalty 3690.982090 = -9123337.218566
  nChanged 3
		SP:Iteration 88Q (39857.430000 sec): 3 clusters
  Score: Raw -9127028.589346 + Penalty 3690.982090 = -9123337.607256
  nChanged 2
		SP:Iteration 89Q (39857.990000 sec): 3 clusters
  Score: Raw -9127028.794504 + Penalty 3690.982090 = -9123337.812414
  nChanged 3
		SP:Iteration 90Q (39858.490000 sec): 3 clusters
  Score: Raw -9127029.236456 + Penalty 3690.982090 = -9123338.254367
  nChanged 4
		SP:Iteration 91Q (39859.040000 sec): 3 clusters
  Score: Raw -9127029.684602 + Penalty 3690.982090 = -9123338.702513
  nChanged 5
		SP:Iteration 92Q (39859.580000 sec): 3 clusters
  Score: Raw -9127030.289923 + Penalty 3690.982090 = -9123339.307833
  nChanged 3
		SP:Iteration 93Q (39860.080000 sec): 3 clusters
  Score: Raw -9127030.603106 + Penalty 3690.982090 = -9123339.621016
  nChanged 2
		SP:Iteration 94Q (39860.580000 sec): 3 clusters
  Score: Raw -9127030.767602 + Penalty 3690.982090 = -9123339.785512
  nChanged 3
		SP:Iteration 95Q (39861.040000 sec): 3 clusters
  Score: Raw -9127031.106521 + Penalty 3690.982090 = -9123340.124431
  nChanged 3
		SP:Iteration 96Q (39861.520000 sec): 3 clusters
  Score: Raw -9127031.390155 + Penalty 3690.982090 = -9123340.408065
  nChanged 1
		SP:Iteration 97Q (39861.990000 sec): 3 clusters
  Score: Raw -9127031.534833 + Penalty 3690.982090 = -9123340.552743
  nChanged 1
		SP:Iteration 98Q (39862.430000 sec): 3 clusters
  Score: Raw -9127031.580482 + Penalty 3690.982090 = -9123340.598392
  nChanged 1
		SP:Iteration 99Q (39862.900000 sec): 3 clusters
  Score: Raw -9127031.715701 + Penalty 3690.982090 = -9123340.733612
  nChanged 0
		SP:Iteration 100F (39863.430000 sec): 3 clusters
  Score: Raw -9127031.715701 + Penalty 3690.982090 = -9123340.733612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39863.640000 sec): 2 clusters
  Score: Raw -2642958.654783 + Penalty 1643.813009 = -2641314.841774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39863.950000 sec): 3 clusters
  Score: Raw -2627882.506456 + Penalty 3287.626017 = -2624594.880439
  nChanged 11246
		SP:Iteration 1F (39864.230000 sec): 3 clusters
  Score: Raw -2634111.096794 + Penalty 3287.626017 = -2630823.470776
  nChanged 1249
		SP:Iteration 2F (39864.550000 sec): 3 clusters
  Score: Raw -2634596.185441 + Penalty 3287.626017 = -2631308.559424
  nChanged 1375
		SP:Iteration 3F (39864.870000 sec): 3 clusters
  Score: Raw -2635268.925242 + Penalty 3287.626017 = -2631981.299225
  nChanged 1655
		SP:Iteration 4F (39865.210000 sec): 3 clusters
  Score: Raw -2636374.194843 + Penalty 3287.626017 = -2633086.568826
  nChanged 1970
		SP:Iteration 5F (39865.530000 sec): 3 clusters
  Score: Raw -2637870.060827 + Penalty 3287.626017 = -2634582.434810
  nChanged 1940
		SP:Iteration 6F (39865.850000 sec): 3 clusters
  Score: Raw -2639359.882680 + Penalty 3287.626017 = -2636072.256663
  nChanged 1616
		SP:Iteration 7F (39866.150000 sec): 3 clusters
  Score: Raw -2640477.865902 + Penalty 3287.626017 = -2637190.239885
  nChanged 1082
		SP:Iteration 8Q (39866.430000 sec): 3 clusters
  Score: Raw -2641119.886030 + Penalty 3287.626017 = -2637832.260013
  nChanged 691
		SP:Iteration 9Q (39866.730000 sec): 3 clusters
  Score: Raw -2641516.684401 + Penalty 3287.626017 = -2638229.058384
  nChanged 524
		SP:Iteration 10Q (39867.040000 sec): 3 clusters
  Score: Raw -2641812.387464 + Penalty 3287.626017 = -2638524.761447
  nChanged 456
		SP:Iteration 11Q (39867.360000 sec): 3 clusters
  Score: Raw -2642050.724113 + Penalty 3287.626017 = -2638763.098096
  nChanged 362
		SP:Iteration 12Q (39867.700000 sec): 3 clusters
  Score: Raw -2642244.383248 + Penalty 3287.626017 = -2638956.757231
  nChanged 311
		SP:Iteration 13Q (39868.010000 sec): 3 clusters
  Score: Raw -2642418.002247 + Penalty 3287.626017 = -2639130.376230
  nChanged 267
		SP:Iteration 14Q (39868.260000 sec): 3 clusters
  Score: Raw -2642560.814701 + Penalty 3287.626017 = -2639273.188684
  nChanged 226
		SP:Iteration 15Q (39868.590000 sec): 3 clusters
  Score: Raw -2642687.164456 + Penalty 3287.626017 = -2639399.538439
  nChanged 195
		SP:Iteration 16Q (39868.880000 sec): 3 clusters
  Score: Raw -2642794.338813 + Penalty 3287.626017 = -2639506.712796
  nChanged 141
		SP:Iteration 17Q (39869.190000 sec): 3 clusters
  Score: Raw -2642880.034839 + Penalty 3287.626017 = -2639592.408822
  nChanged 115
		SP:Iteration 18Q (39869.440000 sec): 3 clusters
  Score: Raw -2642951.655264 + Penalty 3287.626017 = -2639664.029247
  nChanged 98
		SP:Iteration 19Q (39869.780000 sec): 3 clusters
  Score: Raw -2643012.058233 + Penalty 3287.626017 = -2639724.432216
  nChanged 77
		SP:Iteration 20F (39870.120000 sec): 3 clusters
  Score: Raw -2643052.374700 + Penalty 3287.626017 = -2639764.748683
  nChanged 48
		SP:Iteration 21Q (39870.420000 sec): 3 clusters
  Score: Raw -2643079.132786 + Penalty 3287.626017 = -2639791.506768
  nChanged 38
		SP:Iteration 22Q (39870.730000 sec): 3 clusters
  Score: Raw -2643100.422231 + Penalty 3287.626017 = -2639812.796214
  nChanged 32
		SP:Iteration 23Q (39871.020000 sec): 3 clusters
  Score: Raw -2643119.872433 + Penalty 3287.626017 = -2639832.246416
  nChanged 31
		SP:Iteration 24Q (39871.340000 sec): 3 clusters
  Score: Raw -2643138.688843 + Penalty 3287.626017 = -2639851.062826
  nChanged 25
		SP:Iteration 25Q (39871.600000 sec): 3 clusters
  Score: Raw -2643157.316070 + Penalty 3287.626017 = -2639869.690053
  nChanged 23
		SP:Iteration 26Q (39871.890000 sec): 3 clusters
  Score: Raw -2643172.048303 + Penalty 3287.626017 = -2639884.422285
  nChanged 14
		SP:Iteration 27Q (39872.170000 sec): 3 clusters
  Score: Raw -2643183.022501 + Penalty 3287.626017 = -2639895.396484
  nChanged 15
		SP:Iteration 28Q (39872.430000 sec): 3 clusters
  Score: Raw -2643194.690583 + Penalty 3287.626017 = -2639907.064566
  nChanged 13
		SP:Iteration 29Q (39872.680000 sec): 3 clusters
  Score: Raw -2643207.402696 + Penalty 3287.626017 = -2639919.776679
  nChanged 11
		SP:Iteration 30Q (39872.990000 sec): 3 clusters
  Score: Raw -2643213.616526 + Penalty 3287.626017 = -2639925.990509
  nChanged 7
		SP:Iteration 31Q (39873.260000 sec): 3 clusters
  Score: Raw -2643218.547509 + Penalty 3287.626017 = -2639930.921491
  nChanged 5
		SP:Iteration 32Q (39873.570000 sec): 3 clusters
  Score: Raw -2643221.912567 + Penalty 3287.626017 = -2639934.286550
  nChanged 7
		SP:Iteration 33Q (39873.860000 sec): 3 clusters
  Score: Raw -2643226.222530 + Penalty 3287.626017 = -2639938.596513
  nChanged 3
		SP:Iteration 34Q (39874.150000 sec): 3 clusters
  Score: Raw -2643227.398583 + Penalty 3287.626017 = -2639939.772565
  nChanged 0
		SP:Iteration 35F (39874.480000 sec): 3 clusters
  Score: Raw -2643227.398583 + Penalty 3287.626017 = -2639939.772565
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39874.580000 sec): 2 clusters
  Score: Raw -162867.766779 + Penalty 1199.088821 = -161668.677958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39874.770000 sec): 3 clusters
  Score: Raw -162222.715708 + Penalty 2398.177641 = -159824.538066
  nChanged 527
		SP:Iteration 1F (39874.940000 sec): 3 clusters
  Score: Raw -162589.059103 + Penalty 2398.177641 = -160190.881462
  nChanged 130
		SP:Iteration 2F (39875.160000 sec): 3 clusters
  Score: Raw -162696.638831 + Penalty 2398.177641 = -160298.461189
  nChanged 87
		SP:Iteration 3F (39875.300000 sec): 3 clusters
  Score: Raw -162789.920016 + Penalty 2398.177641 = -160391.742375
  nChanged 73
		SP:Iteration 4Q (39875.480000 sec): 3 clusters
  Score: Raw -162853.725460 + Penalty 2398.177641 = -160455.547819
  nChanged 47
		SP:Iteration 5Q (39875.730000 sec): 3 clusters
  Score: Raw -162904.987860 + Penalty 2398.177641 = -160506.810219
  nChanged 55
		SP:Iteration 6Q (39875.900000 sec): 3 clusters
  Score: Raw -162955.217809 + Penalty 2398.177641 = -160557.040167
  nChanged 47
		SP:Iteration 7Q (39876.140000 sec): 3 clusters
  Score: Raw -162989.095671 + Penalty 2398.177641 = -160590.918030
  nChanged 32
		SP:Iteration 8Q (39876.300000 sec): 3 clusters
  Score: Raw -163012.516477 + Penalty 2398.177641 = -160614.338835
  nChanged 24
		SP:Iteration 9Q (39876.490000 sec): 3 clusters
  Score: Raw -163029.945088 + Penalty 2398.177641 = -160631.767446
  nChanged 21
		SP:Iteration 10Q (39876.670000 sec): 3 clusters
  Score: Raw -163045.526131 + Penalty 2398.177641 = -160647.348489
  nChanged 16
		SP:Iteration 11Q (39876.860000 sec): 3 clusters
  Score: Raw -163058.546935 + Penalty 2398.177641 = -160660.369293
  nChanged 11
		SP:Iteration 12Q (39877.040000 sec): 3 clusters
  Score: Raw -163065.171506 + Penalty 2398.177641 = -160666.993864
  nChanged 6
		SP:Iteration 13Q (39877.280000 sec): 3 clusters
  Score: Raw -163067.907833 + Penalty 2398.177641 = -160669.730191
  nChanged 7
		SP:Iteration 14Q (39877.430000 sec): 3 clusters
  Score: Raw -163072.668665 + Penalty 2398.177641 = -160674.491023
  nChanged 7
		SP:Iteration 15Q (39877.600000 sec): 3 clusters
  Score: Raw -163077.963970 + Penalty 2398.177641 = -160679.786329
  nChanged 3
		SP:Iteration 16Q (39877.800000 sec): 3 clusters
  Score: Raw -163080.243792 + Penalty 2398.177641 = -160682.066150
  nChanged 3
		SP:Iteration 17Q (39877.970000 sec): 3 clusters
  Score: Raw -163082.726631 + Penalty 2398.177641 = -160684.548990
  nChanged 3
		SP:Iteration 18Q (39878.140000 sec): 3 clusters
  Score: Raw -163083.687758 + Penalty 2398.177641 = -160685.510116
  nChanged 3
		SP:Iteration 19Q (39878.340000 sec): 3 clusters
  Score: Raw -163086.336380 + Penalty 2398.177641 = -160688.158738
  nChanged 4
		SP:Iteration 20F (39878.500000 sec): 3 clusters
  Score: Raw -163088.918188 + Penalty 2398.177641 = -160690.740546
  nChanged 4
		SP:Iteration 21Q (39878.710000 sec): 3 clusters
  Score: Raw -163090.981193 + Penalty 2398.177641 = -160692.803552
  nChanged 2
		SP:Iteration 22Q (39878.920000 sec): 3 clusters
  Score: Raw -163091.397283 + Penalty 2398.177641 = -160693.219641
  nChanged 0
		SP:Iteration 23F (39879.090000 sec): 3 clusters
  Score: Raw -163091.397283 + Penalty 2398.177641 = -160693.219641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39879.260000 sec): 2 clusters
  Score: Raw -1526835.714383 + Penalty 1563.022755 = -1525272.691629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39879.540000 sec): 3 clusters
  Score: Raw -1518111.167401 + Penalty 3126.045509 = -1514985.121892
  nChanged 6608
		SP:Iteration 1F (39879.810000 sec): 3 clusters
  Score: Raw -1521887.892075 + Penalty 3126.045509 = -1518761.846566
  nChanged 969
		SP:Iteration 2F (39880.040000 sec): 3 clusters
  Score: Raw -1522382.313338 + Penalty 3126.045509 = -1519256.267829
  nChanged 882
		SP:Iteration 3F (39880.260000 sec): 3 clusters
  Score: Raw -1522918.054829 + Penalty 3126.045509 = -1519792.009320
  nChanged 903
		SP:Iteration 4F (39880.490000 sec): 3 clusters
  Score: Raw -1523534.062633 + Penalty 3126.045509 = -1520408.017124
  nChanged 881
		SP:Iteration 5F (39880.790000 sec): 3 clusters
  Score: Raw -1524130.840102 + Penalty 3126.045509 = -1521004.794593
  nChanged 828
		SP:Iteration 6F (39881.040000 sec): 3 clusters
  Score: Raw -1524674.224325 + Penalty 3126.045509 = -1521548.178816
  nChanged 773
		SP:Iteration 7F (39881.300000 sec): 3 clusters
  Score: Raw -1525156.585961 + Penalty 3126.045509 = -1522030.540451
  nChanged 660
		SP:Iteration 8Q (39881.550000 sec): 3 clusters
  Score: Raw -1525520.443190 + Penalty 3126.045509 = -1522394.397680
  nChanged 549
		SP:Iteration 9Q (39881.780000 sec): 3 clusters
  Score: Raw -1525777.244070 + Penalty 3126.045509 = -1522651.198560
  nChanged 430
		SP:Iteration 10Q (39882.080000 sec): 3 clusters
  Score: Raw -1525977.337218 + Penalty 3126.045509 = -1522851.291709
  nChanged 391
		SP:Iteration 11Q (39882.320000 sec): 3 clusters
  Score: Raw -1526176.932308 + Penalty 3126.045509 = -1523050.886798
  nChanged 377
		SP:Iteration 12Q (39882.600000 sec): 3 clusters
  Score: Raw -1526380.884345 + Penalty 3126.045509 = -1523254.838836
  nChanged 369
		SP:Iteration 13Q (39882.830000 sec): 3 clusters
  Score: Raw -1526611.639523 + Penalty 3126.045509 = -1523485.594014
  nChanged 341
		SP:Iteration 14Q (39883.070000 sec): 3 clusters
  Score: Raw -1526842.210399 + Penalty 3126.045509 = -1523716.164890
  nChanged 300
		SP:Iteration 15Q (39883.360000 sec): 3 clusters
  Score: Raw -1527025.420376 + Penalty 3126.045509 = -1523899.374867
  nChanged 250
		SP:Iteration 16Q (39883.640000 sec): 3 clusters
  Score: Raw -1527161.780162 + Penalty 3126.045509 = -1524035.734653
  nChanged 200
		SP:Iteration 17Q (39883.900000 sec): 3 clusters
  Score: Raw -1527239.719966 + Penalty 3126.045509 = -1524113.674456
  nChanged 155
		SP:Iteration 18Q (39884.140000 sec): 3 clusters
  Score: Raw -1527286.970137 + Penalty 3126.045509 = -1524160.924628
  nChanged 114
		SP:Iteration 19Q (39884.390000 sec): 3 clusters
  Score: Raw -1527314.254644 + Penalty 3126.045509 = -1524188.209135
  nChanged 78
		SP:Iteration 20F (39884.640000 sec): 3 clusters
  Score: Raw -1527328.410795 + Penalty 3126.045509 = -1524202.365285
  nChanged 60
		SP:Iteration 21Q (39884.920000 sec): 3 clusters
  Score: Raw -1527339.558722 + Penalty 3126.045509 = -1524213.513213
  nChanged 48
		SP:Iteration 22Q (39885.130000 sec): 3 clusters
  Score: Raw -1527347.897073 + Penalty 3126.045509 = -1524221.851564
  nChanged 43
		SP:Iteration 23Q (39885.380000 sec): 3 clusters
  Score: Raw -1527354.232477 + Penalty 3126.045509 = -1524228.186968
  nChanged 36
		SP:Iteration 24Q (39885.610000 sec): 3 clusters
  Score: Raw -1527359.812362 + Penalty 3126.045509 = -1524233.766853
  nChanged 36
		SP:Iteration 25Q (39885.920000 sec): 3 clusters
  Score: Raw -1527364.880348 + Penalty 3126.045509 = -1524238.834838
  nChanged 38
		SP:Iteration 26Q (39886.160000 sec): 3 clusters
  Score: Raw -1527369.662469 + Penalty 3126.045509 = -1524243.616960
  nChanged 22
		SP:Iteration 27Q (39886.480000 sec): 3 clusters
  Score: Raw -1527372.662418 + Penalty 3126.045509 = -1524246.616908
  nChanged 16
		SP:Iteration 28Q (39886.770000 sec): 3 clusters
  Score: Raw -1527374.700564 + Penalty 3126.045509 = -1524248.655055
  nChanged 11
		SP:Iteration 29Q (39887.010000 sec): 3 clusters
  Score: Raw -1527375.999454 + Penalty 3126.045509 = -1524249.953945
  nChanged 13
		SP:Iteration 30Q (39887.280000 sec): 3 clusters
  Score: Raw -1527377.534371 + Penalty 3126.045509 = -1524251.488862
  nChanged 17
		SP:Iteration 31Q (39887.570000 sec): 3 clusters
  Score: Raw -1527379.103641 + Penalty 3126.045509 = -1524253.058132
  nChanged 14
		SP:Iteration 32Q (39887.800000 sec): 3 clusters
  Score: Raw -1527380.184063 + Penalty 3126.045509 = -1524254.138554
  nChanged 13
		SP:Iteration 33Q (39888.090000 sec): 3 clusters
  Score: Raw -1527381.041899 + Penalty 3126.045509 = -1524254.996390
  nChanged 7
		SP:Iteration 34Q (39888.340000 sec): 3 clusters
  Score: Raw -1527381.636453 + Penalty 3126.045509 = -1524255.590944
  nChanged 5
		SP:Iteration 35Q (39888.610000 sec): 3 clusters
  Score: Raw -1527382.160995 + Penalty 3126.045509 = -1524256.115485
  nChanged 7
		SP:Iteration 36Q (39888.840000 sec): 3 clusters
  Score: Raw -1527383.045616 + Penalty 3126.045509 = -1524257.000106
  nChanged 6
		SP:Iteration 37Q (39889.140000 sec): 3 clusters
  Score: Raw -1527383.418270 + Penalty 3126.045509 = -1524257.372761
  nChanged 4
		SP:Iteration 38Q (39889.400000 sec): 3 clusters
  Score: Raw -1527383.721572 + Penalty 3126.045509 = -1524257.676063
  nChanged 5
		SP:Iteration 39Q (39889.660000 sec): 3 clusters
  Score: Raw -1527384.043657 + Penalty 3126.045509 = -1524257.998147
  nChanged 1
		SP:Iteration 40F (39889.990000 sec): 3 clusters
  Score: Raw -1527384.126231 + Penalty 3126.045509 = -1524258.080721
  nChanged 1
		SP:Iteration 41Q (39890.220000 sec): 3 clusters
  Score: Raw -1527384.189104 + Penalty 3126.045509 = -1524258.143594
  nChanged 1
		SP:Iteration 42Q (39890.480000 sec): 3 clusters
  Score: Raw -1527384.259568 + Penalty 3126.045509 = -1524258.214059
  nChanged 1
		SP:Iteration 43Q (39890.770000 sec): 3 clusters
  Score: Raw -1527384.296511 + Penalty 3126.045509 = -1524258.251001
  nChanged 1
		SP:Iteration 44Q (39891.020000 sec): 3 clusters
  Score: Raw -1527384.328989 + Penalty 3126.045509 = -1524258.283479
  nChanged 1
		SP:Iteration 45Q (39891.340000 sec): 3 clusters
  Score: Raw -1527384.371225 + Penalty 3126.045509 = -1524258.325716
  nChanged 0
		SP:Iteration 46F (39891.600000 sec): 3 clusters
  Score: Raw -1527384.371225 + Penalty 3126.045509 = -1524258.325716
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39891.730000 sec): 2 clusters
  Score: Raw -1089764.057639 + Penalty 1500.121124 = -1088263.936515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39892.020000 sec): 3 clusters
  Score: Raw -1083958.262327 + Penalty 3000.242247 = -1080958.020080
  nChanged 4424
		SP:Iteration 1F (39892.230000 sec): 3 clusters
  Score: Raw -1086456.674697 + Penalty 3000.242247 = -1083456.432450
  nChanged 749
		SP:Iteration 2F (39892.520000 sec): 3 clusters
  Score: Raw -1086947.655566 + Penalty 3000.242247 = -1083947.413318
  nChanged 723
		SP:Iteration 3F (39892.790000 sec): 3 clusters
  Score: Raw -1087539.484910 + Penalty 3000.242247 = -1084539.242663
  nChanged 734
		SP:Iteration 4F (39893.050000 sec): 3 clusters
  Score: Raw -1088234.876695 + Penalty 3000.242247 = -1085234.634448
  nChanged 649
		SP:Iteration 5F (39893.290000 sec): 3 clusters
  Score: Raw -1088835.514162 + Penalty 3000.242247 = -1085835.271915
  nChanged 580
		SP:Iteration 6F (39893.550000 sec): 3 clusters
  Score: Raw -1089348.506783 + Penalty 3000.242247 = -1086348.264536
  nChanged 485
		SP:Iteration 7Q (39893.870000 sec): 3 clusters
  Score: Raw -1089754.334246 + Penalty 3000.242247 = -1086754.091999
  nChanged 376
		SP:Iteration 8Q (39894.110000 sec): 3 clusters
  Score: Raw -1090026.450194 + Penalty 3000.242247 = -1087026.207946
  nChanged 310
		SP:Iteration 9Q (39894.380000 sec): 3 clusters
  Score: Raw -1090248.745082 + Penalty 3000.242247 = -1087248.502835
  nChanged 269
		SP:Iteration 10Q (39894.590000 sec): 3 clusters
  Score: Raw -1090418.891252 + Penalty 3000.242247 = -1087418.649005
  nChanged 217
		SP:Iteration 11Q (39894.890000 sec): 3 clusters
  Score: Raw -1090543.133193 + Penalty 3000.242247 = -1087542.890945
  nChanged 183
		SP:Iteration 12Q (39895.090000 sec): 3 clusters
  Score: Raw -1090653.155662 + Penalty 3000.242247 = -1087652.913415
  nChanged 170
		SP:Iteration 13Q (39895.320000 sec): 3 clusters
  Score: Raw -1090738.180198 + Penalty 3000.242247 = -1087737.937951
  nChanged 132
		SP:Iteration 14Q (39895.570000 sec): 3 clusters
  Score: Raw -1090792.528451 + Penalty 3000.242247 = -1087792.286203
  nChanged 113
		SP:Iteration 15Q (39895.770000 sec): 3 clusters
  Score: Raw -1090839.864199 + Penalty 3000.242247 = -1087839.621952
  nChanged 98
		SP:Iteration 16Q (39896.020000 sec): 3 clusters
  Score: Raw -1090880.338765 + Penalty 3000.242247 = -1087880.096517
  nChanged 98
		SP:Iteration 17Q (39896.250000 sec): 3 clusters
  Score: Raw -1090916.611783 + Penalty 3000.242247 = -1087916.369536
  nChanged 74
		SP:Iteration 18Q (39896.500000 sec): 3 clusters
  Score: Raw -1090936.630284 + Penalty 3000.242247 = -1087936.388036
  nChanged 55
		SP:Iteration 19Q (39896.740000 sec): 3 clusters
  Score: Raw -1090949.318425 + Penalty 3000.242247 = -1087949.076177
  nChanged 43
		SP:Iteration 20F (39896.950000 sec): 3 clusters
  Score: Raw -1090958.307201 + Penalty 3000.242247 = -1087958.064953
  nChanged 31
		SP:Iteration 21Q (39897.270000 sec): 3 clusters
  Score: Raw -1090962.863147 + Penalty 3000.242247 = -1087962.620900
  nChanged 22
		SP:Iteration 22Q (39897.500000 sec): 3 clusters
  Score: Raw -1090966.839086 + Penalty 3000.242247 = -1087966.596839
  nChanged 23
		SP:Iteration 23Q (39897.750000 sec): 3 clusters
  Score: Raw -1090970.431101 + Penalty 3000.242247 = -1087970.188853
  nChanged 20
		SP:Iteration 24Q (39898.050000 sec): 3 clusters
  Score: Raw -1090973.294884 + Penalty 3000.242247 = -1087973.052637
  nChanged 18
		SP:Iteration 25Q (39898.320000 sec): 3 clusters
  Score: Raw -1090976.649443 + Penalty 3000.242247 = -1087976.407196
  nChanged 18
		SP:Iteration 26Q (39898.540000 sec): 3 clusters
  Score: Raw -1090980.304270 + Penalty 3000.242247 = -1087980.062023
  nChanged 19
		SP:Iteration 27Q (39898.760000 sec): 3 clusters
  Score: Raw -1090984.124935 + Penalty 3000.242247 = -1087983.882688
  nChanged 18
		SP:Iteration 28Q (39899.000000 sec): 3 clusters
  Score: Raw -1090987.417649 + Penalty 3000.242247 = -1087987.175402
  nChanged 18
		SP:Iteration 29Q (39899.210000 sec): 3 clusters
  Score: Raw -1090990.083663 + Penalty 3000.242247 = -1087989.841416
  nChanged 17
		SP:Iteration 30Q (39899.460000 sec): 3 clusters
  Score: Raw -1090992.447977 + Penalty 3000.242247 = -1087992.205730
  nChanged 19
		SP:Iteration 31Q (39899.700000 sec): 3 clusters
  Score: Raw -1090995.391007 + Penalty 3000.242247 = -1087995.148760
  nChanged 16
		SP:Iteration 32Q (39899.940000 sec): 3 clusters
  Score: Raw -1090997.656235 + Penalty 3000.242247 = -1087997.413988
  nChanged 17
		SP:Iteration 33Q (39900.130000 sec): 3 clusters
  Score: Raw -1091000.412216 + Penalty 3000.242247 = -1088000.169968
  nChanged 23
		SP:Iteration 34Q (39900.380000 sec): 3 clusters
  Score: Raw -1091004.534248 + Penalty 3000.242247 = -1088004.292000
  nChanged 20
		SP:Iteration 35Q (39900.580000 sec): 3 clusters
  Score: Raw -1091008.338422 + Penalty 3000.242247 = -1088008.096175
  nChanged 15
		SP:Iteration 36Q (39900.800000 sec): 3 clusters
  Score: Raw -1091010.338413 + Penalty 3000.242247 = -1088010.096166
  nChanged 15
		SP:Iteration 37Q (39901.010000 sec): 3 clusters
  Score: Raw -1091012.615190 + Penalty 3000.242247 = -1088012.372942
  nChanged 13
		SP:Iteration 38Q (39901.250000 sec): 3 clusters
  Score: Raw -1091014.814227 + Penalty 3000.242247 = -1088014.571980
  nChanged 14
		SP:Iteration 39Q (39901.470000 sec): 3 clusters
  Score: Raw -1091016.615935 + Penalty 3000.242247 = -1088016.373688
  nChanged 14
		SP:Iteration 40F (39901.670000 sec): 3 clusters
  Score: Raw -1091018.634376 + Penalty 3000.242247 = -1088018.392129
  nChanged 11
		SP:Iteration 41Q (39901.860000 sec): 3 clusters
  Score: Raw -1091020.255662 + Penalty 3000.242247 = -1088020.013414
  nChanged 9
		SP:Iteration 42Q (39902.120000 sec): 3 clusters
  Score: Raw -1091021.502749 + Penalty 3000.242247 = -1088021.260502
  nChanged 9
		SP:Iteration 43Q (39902.290000 sec): 3 clusters
  Score: Raw -1091022.915010 + Penalty 3000.242247 = -1088022.672762
  nChanged 15
		SP:Iteration 44Q (39902.540000 sec): 3 clusters
  Score: Raw -1091025.934920 + Penalty 3000.242247 = -1088025.692672
  nChanged 17
		SP:Iteration 45Q (39902.750000 sec): 3 clusters
  Score: Raw -1091030.046353 + Penalty 3000.242247 = -1088029.804106
  nChanged 16
		SP:Iteration 46Q (39902.930000 sec): 3 clusters
  Score: Raw -1091033.018866 + Penalty 3000.242247 = -1088032.776619
  nChanged 20
		SP:Iteration 47Q (39903.180000 sec): 3 clusters
  Score: Raw -1091035.840853 + Penalty 3000.242247 = -1088035.598606
  nChanged 21
		SP:Iteration 48Q (39903.380000 sec): 3 clusters
  Score: Raw -1091040.052661 + Penalty 3000.242247 = -1088039.810414
  nChanged 20
		SP:Iteration 49Q (39903.600000 sec): 3 clusters
  Score: Raw -1091043.820222 + Penalty 3000.242247 = -1088043.577974
  nChanged 14
		SP:Iteration 50Q (39903.800000 sec): 3 clusters
  Score: Raw -1091045.588522 + Penalty 3000.242247 = -1088045.346274
  nChanged 10
		SP:Iteration 51Q (39904.040000 sec): 3 clusters
  Score: Raw -1091046.566600 + Penalty 3000.242247 = -1088046.324352
  nChanged 8
		SP:Iteration 52Q (39904.250000 sec): 3 clusters
  Score: Raw -1091047.367400 + Penalty 3000.242247 = -1088047.125152
  nChanged 4
		SP:Iteration 53Q (39904.490000 sec): 3 clusters
  Score: Raw -1091047.756715 + Penalty 3000.242247 = -1088047.514467
  nChanged 2
		SP:Iteration 54Q (39904.740000 sec): 3 clusters
  Score: Raw -1091047.878669 + Penalty 3000.242247 = -1088047.636421
  nChanged 0
		SP:Iteration 55F (39904.980000 sec): 3 clusters
  Score: Raw -1091047.878669 + Penalty 3000.242247 = -1088047.636421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18602 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39905.170000 sec): 2 clusters
  Score: Raw -1923766.992823 + Penalty 1597.541462 = -1922169.451361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39905.450000 sec): 3 clusters
  Score: Raw -1912553.726320 + Penalty 3195.082924 = -1909358.643396
  nChanged 8456
		SP:Iteration 1F (39905.750000 sec): 3 clusters
  Score: Raw -1917227.423344 + Penalty 3195.082924 = -1914032.340420
  nChanged 979
		SP:Iteration 2F (39906.060000 sec): 3 clusters
  Score: Raw -1917582.991184 + Penalty 3195.082924 = -1914387.908260
  nChanged 882
		SP:Iteration 3Q (39906.390000 sec): 3 clusters
  Score: Raw -1917916.287996 + Penalty 3195.082924 = -1914721.205072
  nChanged 830
		SP:Iteration 4Q (39906.680000 sec): 3 clusters
  Score: Raw -1918304.433167 + Penalty 3195.082924 = -1915109.350243
  nChanged 910
		SP:Iteration 5Q (39906.980000 sec): 3 clusters
  Score: Raw -1918826.015292 + Penalty 3195.082924 = -1915630.932368
  nChanged 1026
		SP:Iteration 6F (39907.260000 sec): 3 clusters
  Score: Raw -1919477.562807 + Penalty 3195.082924 = -1916282.479883
  nChanged 1081
		SP:Iteration 7F (39907.540000 sec): 3 clusters
  Score: Raw -1920244.275631 + Penalty 3195.082924 = -1917049.192708
  nChanged 1104
		SP:Iteration 8F (39907.860000 sec): 3 clusters
  Score: Raw -1921140.550119 + Penalty 3195.082924 = -1917945.467196
  nChanged 994
		SP:Iteration 9F (39908.100000 sec): 3 clusters
  Score: Raw -1921968.216138 + Penalty 3195.082924 = -1918773.133214
  nChanged 755
		SP:Iteration 10Q (39908.380000 sec): 3 clusters
  Score: Raw -1922597.679672 + Penalty 3195.082924 = -1919402.596749
  nChanged 554
		SP:Iteration 11Q (39908.640000 sec): 3 clusters
  Score: Raw -1923019.464366 + Penalty 3195.082924 = -1919824.381442
  nChanged 394
		SP:Iteration 12Q (39908.900000 sec): 3 clusters
  Score: Raw -1923317.070251 + Penalty 3195.082924 = -1920121.987327
  nChanged 283
		SP:Iteration 13Q (39909.210000 sec): 3 clusters
  Score: Raw -1923529.092695 + Penalty 3195.082924 = -1920334.009771
  nChanged 216
		SP:Iteration 14Q (39909.440000 sec): 3 clusters
  Score: Raw -1923691.584611 + Penalty 3195.082924 = -1920496.501687
  nChanged 130
		SP:Iteration 15Q (39909.710000 sec): 3 clusters
  Score: Raw -1923791.068909 + Penalty 3195.082924 = -1920595.985985
  nChanged 91
		SP:Iteration 16Q (39910.000000 sec): 3 clusters
  Score: Raw -1923851.539555 + Penalty 3195.082924 = -1920656.456631
  nChanged 55
		SP:Iteration 17Q (39910.220000 sec): 3 clusters
  Score: Raw -1923887.606074 + Penalty 3195.082924 = -1920692.523150
  nChanged 51
		SP:Iteration 18Q (39910.480000 sec): 3 clusters
  Score: Raw -1923921.221568 + Penalty 3195.082924 = -1920726.138644
  nChanged 38
		SP:Iteration 19Q (39910.720000 sec): 3 clusters
  Score: Raw -1923945.791029 + Penalty 3195.082924 = -1920750.708106
  nChanged 30
		SP:Iteration 20F (39910.990000 sec): 3 clusters
  Score: Raw -1923962.293460 + Penalty 3195.082924 = -1920767.210536
  nChanged 17
		SP:Iteration 21Q (39911.250000 sec): 3 clusters
  Score: Raw -1923972.428878 + Penalty 3195.082924 = -1920777.345954
  nChanged 12
		SP:Iteration 22Q (39911.560000 sec): 3 clusters
  Score: Raw -1923978.689057 + Penalty 3195.082924 = -1920783.606133
  nChanged 10
		SP:Iteration 23Q (39911.870000 sec): 3 clusters
  Score: Raw -1923983.552226 + Penalty 3195.082924 = -1920788.469303
  nChanged 6
		SP:Iteration 24Q (39912.110000 sec): 3 clusters
  Score: Raw -1923986.113442 + Penalty 3195.082924 = -1920791.030518
  nChanged 5
		SP:Iteration 25Q (39912.390000 sec): 3 clusters
  Score: Raw -1923988.690444 + Penalty 3195.082924 = -1920793.607521
  nChanged 5
		SP:Iteration 26Q (39912.620000 sec): 3 clusters
  Score: Raw -1923992.289036 + Penalty 3195.082924 = -1920797.206112
  nChanged 6
		SP:Iteration 27Q (39912.890000 sec): 3 clusters
  Score: Raw -1923997.100838 + Penalty 3195.082924 = -1920802.017915
  nChanged 2
		SP:Iteration 28Q (39913.160000 sec): 3 clusters
  Score: Raw -1923999.411591 + Penalty 3195.082924 = -1920804.328667
  nChanged 5
		SP:Iteration 29Q (39913.420000 sec): 3 clusters
  Score: Raw -1924005.244703 + Penalty 3195.082924 = -1920810.161779
  nChanged 7
		SP:Iteration 30Q (39913.670000 sec): 3 clusters
  Score: Raw -1924011.679385 + Penalty 3195.082924 = -1920816.596461
  nChanged 7
		SP:Iteration 31Q (39913.930000 sec): 3 clusters
  Score: Raw -1924016.824167 + Penalty 3195.082924 = -1920821.741243
  nChanged 7
		SP:Iteration 32Q (39914.190000 sec): 3 clusters
  Score: Raw -1924022.016245 + Penalty 3195.082924 = -1920826.933321
  nChanged 4
		SP:Iteration 33Q (39914.480000 sec): 3 clusters
  Score: Raw -1924023.678419 + Penalty 3195.082924 = -1920828.595495
  nChanged 4
		SP:Iteration 34Q (39914.770000 sec): 3 clusters
  Score: Raw -1924026.665201 + Penalty 3195.082924 = -1920831.582277
  nChanged 3
		SP:Iteration 35Q (39915.040000 sec): 3 clusters
  Score: Raw -1924028.221055 + Penalty 3195.082924 = -1920833.138132
  nChanged 1
		SP:Iteration 36Q (39915.270000 sec): 3 clusters
  Score: Raw -1924029.520898 + Penalty 3195.082924 = -1920834.437974
  nChanged 2
		SP:Iteration 37Q (39915.530000 sec): 3 clusters
  Score: Raw -1924031.976933 + Penalty 3195.082924 = -1920836.894009
  nChanged 3
		SP:Iteration 38Q (39915.780000 sec): 3 clusters
  Score: Raw -1924033.891224 + Penalty 3195.082924 = -1920838.808300
  nChanged 3
		SP:Iteration 39Q (39916.090000 sec): 3 clusters
  Score: Raw -1924035.150035 + Penalty 3195.082924 = -1920840.067112
  nChanged 1
		SP:Iteration 40F (39916.330000 sec): 3 clusters
  Score: Raw -1924035.807038 + Penalty 3195.082924 = -1920840.724114
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39916.460000 sec): 2 clusters
  Score: Raw -142834.632690 + Penalty 1186.436518 = -141648.196171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39916.690000 sec): 3 clusters
  Score: Raw -142255.731037 + Penalty 2372.873037 = -139882.858000
  nChanged 479
		SP:Iteration 1F (39916.850000 sec): 3 clusters
  Score: Raw -142628.225076 + Penalty 2372.873037 = -140255.352039
  nChanged 124
		SP:Iteration 2F (39917.050000 sec): 3 clusters
  Score: Raw -142736.905702 + Penalty 2372.873037 = -140364.032665
  nChanged 86
		SP:Iteration 3F (39917.240000 sec): 3 clusters
  Score: Raw -142816.361382 + Penalty 2372.873037 = -140443.488345
  nChanged 77
		SP:Iteration 4F (39917.430000 sec): 3 clusters
  Score: Raw -142903.723625 + Penalty 2372.873037 = -140530.850588
  nChanged 56
		SP:Iteration 5Q (39917.620000 sec): 3 clusters
  Score: Raw -142953.558978 + Penalty 2372.873037 = -140580.685942
  nChanged 37
		SP:Iteration 6Q (39917.850000 sec): 3 clusters
  Score: Raw -142991.384507 + Penalty 2372.873037 = -140618.511470
  nChanged 33
		SP:Iteration 7Q (39918.010000 sec): 3 clusters
  Score: Raw -143038.814014 + Penalty 2372.873037 = -140665.940977
  nChanged 43
		SP:Iteration 8Q (39918.240000 sec): 3 clusters
  Score: Raw -143087.259010 + Penalty 2372.873037 = -140714.385973
  nChanged 33
		SP:Iteration 9Q (39918.410000 sec): 3 clusters
  Score: Raw -143115.869905 + Penalty 2372.873037 = -140742.996868
  nChanged 24
		SP:Iteration 10Q (39918.590000 sec): 3 clusters
  Score: Raw -143139.745942 + Penalty 2372.873037 = -140766.872905
  nChanged 24
		SP:Iteration 11Q (39918.820000 sec): 3 clusters
  Score: Raw -143156.696324 + Penalty 2372.873037 = -140783.823287
  nChanged 13
		SP:Iteration 12Q (39918.980000 sec): 3 clusters
  Score: Raw -143177.950105 + Penalty 2372.873037 = -140805.077068
  nChanged 16
		SP:Iteration 13Q (39919.170000 sec): 3 clusters
  Score: Raw -143188.598680 + Penalty 2372.873037 = -140815.725643
  nChanged 13
		SP:Iteration 14Q (39919.310000 sec): 3 clusters
  Score: Raw -143194.455510 + Penalty 2372.873037 = -140821.582473
  nChanged 11
		SP:Iteration 15Q (39919.510000 sec): 3 clusters
  Score: Raw -143201.130092 + Penalty 2372.873037 = -140828.257055
  nChanged 4
		SP:Iteration 16Q (39919.690000 sec): 3 clusters
  Score: Raw -143202.914869 + Penalty 2372.873037 = -140830.041832
  nChanged 4
		SP:Iteration 17Q (39919.870000 sec): 3 clusters
  Score: Raw -143205.053417 + Penalty 2372.873037 = -140832.180381
  nChanged 4
		SP:Iteration 18Q (39920.080000 sec): 3 clusters
  Score: Raw -143207.635629 + Penalty 2372.873037 = -140834.762592
  nChanged 3
		SP:Iteration 19Q (39920.240000 sec): 3 clusters
  Score: Raw -143209.512810 + Penalty 2372.873037 = -140836.639774
  nChanged 3
		SP:Iteration 20F (39920.410000 sec): 3 clusters
  Score: Raw -143212.505879 + Penalty 2372.873037 = -140839.632842
  nChanged 3
		SP:Iteration 21Q (39920.620000 sec): 3 clusters
  Score: Raw -143216.316899 + Penalty 2372.873037 = -140843.443862
  nChanged 4
		SP:Iteration 22Q (39920.810000 sec): 3 clusters
  Score: Raw -143219.107967 + Penalty 2372.873037 = -140846.234930
  nChanged 4
		SP:Iteration 23Q (39920.990000 sec): 3 clusters
  Score: Raw -143223.978090 + Penalty 2372.873037 = -140851.105053
  nChanged 5
		SP:Iteration 24Q (39921.130000 sec): 3 clusters
  Score: Raw -143227.477443 + Penalty 2372.873037 = -140854.604406
  nChanged 2
		SP:Iteration 25Q (39921.350000 sec): 3 clusters
  Score: Raw -143228.669794 + Penalty 2372.873037 = -140855.796758
  nChanged 1
		SP:Iteration 26Q (39921.540000 sec): 3 clusters
  Score: Raw -143229.119532 + Penalty 2372.873037 = -140856.246495
  nChanged 1
		SP:Iteration 27Q (39921.690000 sec): 3 clusters
  Score: Raw -143229.934767 + Penalty 2372.873037 = -140857.061730
  nChanged 1
		SP:Iteration 28Q (39921.880000 sec): 3 clusters
  Score: Raw -143230.692219 + Penalty 2372.873037 = -140857.819182
  nChanged 1
		SP:Iteration 29Q (39922.070000 sec): 3 clusters
  Score: Raw -143231.075792 + Penalty 2372.873037 = -140858.202755
  nChanged 0
		SP:Iteration 30F (39922.300000 sec): 3 clusters
  Score: Raw -143231.075792 + Penalty 2372.873037 = -140858.202755
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39922.430000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39922.610000 sec): 3 clusters
  Score: Raw -430273.481773 + Penalty 2708.859280 = -427564.622492
  nChanged 1685
		SP:Iteration 1F (39922.810000 sec): 3 clusters
  Score: Raw -431247.940342 + Penalty 2708.859280 = -428539.081061
  nChanged 318
		SP:Iteration 2F (39923.000000 sec): 3 clusters
  Score: Raw -431453.869168 + Penalty 2708.859280 = -428745.009888
  nChanged 225
		SP:Iteration 3F (39923.210000 sec): 3 clusters
  Score: Raw -431635.475959 + Penalty 2708.859280 = -428926.616679
  nChanged 220
		SP:Iteration 4F (39923.470000 sec): 3 clusters
  Score: Raw -431787.742750 + Penalty 2708.859280 = -429078.883470
  nChanged 210
		SP:Iteration 5F (39923.660000 sec): 3 clusters
  Score: Raw -431933.361899 + Penalty 2708.859280 = -429224.502619
  nChanged 184
		SP:Iteration 6Q (39923.860000 sec): 3 clusters
  Score: Raw -432058.824888 + Penalty 2708.859280 = -429349.965608
  nChanged 176
		SP:Iteration 7Q (39924.060000 sec): 3 clusters
  Score: Raw -432181.437875 + Penalty 2708.859280 = -429472.578595
  nChanged 175
		SP:Iteration 8Q (39924.260000 sec): 3 clusters
  Score: Raw -432319.695652 + Penalty 2708.859280 = -429610.836372
  nChanged 170
		SP:Iteration 9Q (39924.460000 sec): 3 clusters
  Score: Raw -432423.447253 + Penalty 2708.859280 = -429714.587973
  nChanged 129
		SP:Iteration 10Q (39924.670000 sec): 3 clusters
  Score: Raw -432507.129276 + Penalty 2708.859280 = -429798.269996
  nChanged 118
		SP:Iteration 11Q (39924.910000 sec): 3 clusters
  Score: Raw -432576.995174 + Penalty 2708.859280 = -429868.135893
  nChanged 100
		SP:Iteration 12Q (39925.050000 sec): 3 clusters
  Score: Raw -432638.201566 + Penalty 2708.859280 = -429929.342285
  nChanged 85
		SP:Iteration 13Q (39925.270000 sec): 3 clusters
  Score: Raw -432679.906413 + Penalty 2708.859280 = -429971.047133
  nChanged 66
		SP:Iteration 14Q (39925.500000 sec): 3 clusters
  Score: Raw -432713.020653 + Penalty 2708.859280 = -430004.161373
  nChanged 51
		SP:Iteration 15Q (39925.690000 sec): 3 clusters
  Score: Raw -432741.657599 + Penalty 2708.859280 = -430032.798318
  nChanged 46
		SP:Iteration 16Q (39925.900000 sec): 3 clusters
  Score: Raw -432769.861637 + Penalty 2708.859280 = -430061.002356
  nChanged 44
		SP:Iteration 17Q (39926.090000 sec): 3 clusters
  Score: Raw -432794.409959 + Penalty 2708.859280 = -430085.550679
  nChanged 41
		SP:Iteration 18Q (39926.300000 sec): 3 clusters
  Score: Raw -432813.394168 + Penalty 2708.859280 = -430104.534888
  nChanged 25
		SP:Iteration 19Q (39926.530000 sec): 3 clusters
  Score: Raw -432825.052304 + Penalty 2708.859280 = -430116.193024
  nChanged 21
		SP:Iteration 20F (39926.710000 sec): 3 clusters
  Score: Raw -432833.974094 + Penalty 2708.859280 = -430125.114814
  nChanged 17
		SP:Iteration 21Q (39926.870000 sec): 3 clusters
  Score: Raw -432842.559461 + Penalty 2708.859280 = -430133.700181
  nChanged 11
		SP:Iteration 22Q (39927.070000 sec): 3 clusters
  Score: Raw -432846.856131 + Penalty 2708.859280 = -430137.996851
  nChanged 12
		SP:Iteration 23Q (39927.300000 sec): 3 clusters
  Score: Raw -432850.369862 + Penalty 2708.859280 = -430141.510582
  nChanged 6
		SP:Iteration 24Q (39927.510000 sec): 3 clusters
  Score: Raw -432852.235313 + Penalty 2708.859280 = -430143.376033
  nChanged 7
		SP:Iteration 25Q (39927.710000 sec): 3 clusters
  Score: Raw -432855.407959 + Penalty 2708.859280 = -430146.548679
  nChanged 7
		SP:Iteration 26Q (39927.900000 sec): 3 clusters
  Score: Raw -432858.175886 + Penalty 2708.859280 = -430149.316606
  nChanged 6
		SP:Iteration 27Q (39928.110000 sec): 3 clusters
  Score: Raw -432860.581921 + Penalty 2708.859280 = -430151.722641
  nChanged 5
		SP:Iteration 28Q (39928.300000 sec): 3 clusters
  Score: Raw -432861.540591 + Penalty 2708.859280 = -430152.681311
  nChanged 5
		SP:Iteration 29Q (39928.470000 sec): 3 clusters
  Score: Raw -432863.084158 + Penalty 2708.859280 = -430154.224877
  nChanged 3
		SP:Iteration 30Q (39928.680000 sec): 3 clusters
  Score: Raw -432864.461285 + Penalty 2708.859280 = -430155.602005
  nChanged 2
		SP:Iteration 31Q (39928.930000 sec): 3 clusters
  Score: Raw -432864.921981 + Penalty 2708.859280 = -430156.062701
  nChanged 3
		SP:Iteration 32Q (39929.160000 sec): 3 clusters
  Score: Raw -432865.507603 + Penalty 2708.859280 = -430156.648323
  nChanged 1
		SP:Iteration 33Q (39929.370000 sec): 3 clusters
  Score: Raw -432865.626810 + Penalty 2708.859280 = -430156.767529
  nChanged 0
		SP:Iteration 34F (39929.560000 sec): 3 clusters
  Score: Raw -432865.626810 + Penalty 2708.859280 = -430156.767529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39929.680000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39929.880000 sec): 3 clusters
  Score: Raw -52994.672338 + Penalty 2028.722561 = -50965.949777
  nChanged 118
		SP:Iteration 1F (39930.120000 sec): 3 clusters
  Score: Raw -53152.594567 + Penalty 2028.722561 = -51123.872005
  nChanged 29
		SP:Iteration 2F (39930.320000 sec): 3 clusters
  Score: Raw -53198.557443 + Penalty 2028.722561 = -51169.834882
  nChanged 20
		SP:Iteration 3Q (39930.490000 sec): 3 clusters
  Score: Raw -53247.185598 + Penalty 2028.722561 = -51218.463037
  nChanged 16
		SP:Iteration 4Q (39930.660000 sec): 3 clusters
  Score: Raw -53293.370342 + Penalty 2028.722561 = -51264.647781
  nChanged 16
		SP:Iteration 5Q (39930.920000 sec): 3 clusters
  Score: Raw -53330.255958 + Penalty 2028.722561 = -51301.533397
  nChanged 7
		SP:Iteration 6Q (39931.120000 sec): 3 clusters
  Score: Raw -53340.681700 + Penalty 2028.722561 = -51311.959139
  nChanged 7
		SP:Iteration 7Q (39931.290000 sec): 3 clusters
  Score: Raw -53349.196455 + Penalty 2028.722561 = -51320.473893
  nChanged 7
		SP:Iteration 8Q (39931.500000 sec): 3 clusters
  Score: Raw -53357.046168 + Penalty 2028.722561 = -51328.323607
  nChanged 7
		SP:Iteration 9Q (39931.670000 sec): 3 clusters
  Score: Raw -53366.398974 + Penalty 2028.722561 = -51337.676413
  nChanged 9
		SP:Iteration 10Q (39931.900000 sec): 3 clusters
  Score: Raw -53379.256152 + Penalty 2028.722561 = -51350.533591
  nChanged 10
		SP:Iteration 11Q (39932.070000 sec): 3 clusters
  Score: Raw -53388.158905 + Penalty 2028.722561 = -51359.436344
  nChanged 7
		SP:Iteration 12Q (39932.280000 sec): 3 clusters
  Score: Raw -53397.276061 + Penalty 2028.722561 = -51368.553500
  nChanged 7
		SP:Iteration 13Q (39932.470000 sec): 3 clusters
  Score: Raw -53406.202156 + Penalty 2028.722561 = -51377.479595
  nChanged 9
		SP:Iteration 14Q (39932.620000 sec): 3 clusters
  Score: Raw -53426.486389 + Penalty 2028.722561 = -51397.763828
  nChanged 12
		SP:Iteration 15Q (39932.820000 sec): 3 clusters
  Score: Raw -53451.930985 + Penalty 2028.722561 = -51423.208423
  nChanged 14
		SP:Iteration 16Q (39932.990000 sec): 3 clusters
  Score: Raw -53487.839925 + Penalty 2028.722561 = -51459.117363
  nChanged 14
		SP:Iteration 17Q (39933.170000 sec): 3 clusters
  Score: Raw -53514.522587 + Penalty 2028.722561 = -51485.800026
  nChanged 10
		SP:Iteration 18Q (39933.370000 sec): 3 clusters
  Score: Raw -53530.807061 + Penalty 2028.722561 = -51502.084500
  nChanged 6
		SP:Iteration 19Q (39933.570000 sec): 3 clusters
  Score: Raw -53537.852148 + Penalty 2028.722561 = -51509.129587
  nChanged 4
		SP:Iteration 20F (39933.710000 sec): 3 clusters
  Score: Raw -53555.595202 + Penalty 2028.722561 = -51526.872641
  nChanged 4
		SP:Iteration 21Q (39933.910000 sec): 3 clusters
  Score: Raw -53686.398708 + Penalty 2028.722561 = -51657.676147
  nChanged 13
		SP:Iteration 22Q (39934.110000 sec): 3 clusters
  Score: Raw -53734.396538 + Penalty 2028.722561 = -51705.673977
  nChanged 8
		SP:Iteration 23Q (39934.280000 sec): 3 clusters
  Score: Raw -53763.939070 + Penalty 2028.722561 = -51735.216509
  nChanged 4
		SP:Iteration 24Q (39934.470000 sec): 3 clusters
  Score: Raw -53810.156260 + Penalty 2028.722561 = -51781.433699
  nChanged 2
		SP:Iteration 25Q (39934.650000 sec): 3 clusters
  Score: Raw -53815.781782 + Penalty 2028.722561 = -51787.059221
  nChanged 0
		SP:Iteration 26F (39934.810000 sec): 3 clusters
  Score: Raw -53815.781782 + Penalty 2028.722561 = -51787.059221
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39936.550000 sec): 2 clusters
  Score: Raw -42902071.535148 + Penalty 2100.056087 = -42899971.479061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39938.470000 sec): 3 clusters
  Score: Raw -42626987.550910 + Penalty 4200.112174 = -42622787.438736
  nChanged 200393
		SP:Iteration 1F (39940.300000 sec): 3 clusters
  Score: Raw -42745862.759737 + Penalty 4200.112174 = -42741662.647563
  nChanged 8619
		SP:Iteration 2Q (39942.340000 sec): 3 clusters
  Score: Raw -42747221.263362 + Penalty 4200.112174 = -42743021.151188
  nChanged 9595
		SP:Iteration 3Q (39944.300000 sec): 3 clusters
  Score: Raw -42749016.215272 + Penalty 4200.112174 = -42744816.103098
  nChanged 11146
		SP:Iteration 4Q (39946.190000 sec): 3 clusters
  Score: Raw -42751607.655900 + Penalty 4200.112174 = -42747407.543726
  nChanged 13712
		SP:Iteration 5Q (39948.230000 sec): 3 clusters
  Score: Raw -42755564.643566 + Penalty 4200.112174 = -42751364.531392
  nChanged 16782
		SP:Iteration 6Q (39950.230000 sec): 3 clusters
  Score: Raw -42761731.607591 + Penalty 4200.112174 = -42757531.495417
  nChanged 20296
		SP:Iteration 7Q (39952.350000 sec): 3 clusters
  Score: Raw -42771142.072371 + Penalty 4200.112174 = -42766941.960197
  nChanged 23896
		SP:Iteration 8F (39954.230000 sec): 3 clusters
  Score: Raw -42784984.495614 + Penalty 4200.112174 = -42780784.383440
  nChanged 25840
		SP:Iteration 9F (39956.000000 sec): 3 clusters
  Score: Raw -42803236.673119 + Penalty 4200.112174 = -42799036.560944
  nChanged 24953
		SP:Iteration 10F (39957.750000 sec): 3 clusters
  Score: Raw -42823601.615376 + Penalty 4200.112174 = -42819401.503202
  nChanged 21180
		SP:Iteration 11F (39959.600000 sec): 3 clusters
  Score: Raw -42840911.806826 + Penalty 4200.112174 = -42836711.694652
  nChanged 16255
		SP:Iteration 12Q (39961.540000 sec): 3 clusters
  Score: Raw -42852303.316129 + Penalty 4200.112174 = -42848103.203954
  nChanged 11967
		SP:Iteration 13Q (39963.420000 sec): 3 clusters
  Score: Raw -42859483.045018 + Penalty 4200.112174 = -42855282.932844
  nChanged 10257
		SP:Iteration 14Q (39965.230000 sec): 3 clusters
  Score: Raw -42865205.284277 + Penalty 4200.112174 = -42861005.172102
  nChanged 9698
		SP:Iteration 15Q (39967.000000 sec): 3 clusters
  Score: Raw -42870732.597509 + Penalty 4200.112174 = -42866532.485335
  nChanged 9023
		SP:Iteration 16Q (39968.880000 sec): 3 clusters
  Score: Raw -42876184.959210 + Penalty 4200.112174 = -42871984.847036
  nChanged 8159
		SP:Iteration 17Q (39970.660000 sec): 3 clusters
  Score: Raw -42881381.373332 + Penalty 4200.112174 = -42877181.261157
  nChanged 7231
		SP:Iteration 18Q (39972.430000 sec): 3 clusters
  Score: Raw -42886256.677394 + Penalty 4200.112174 = -42882056.565220
  nChanged 6040
		SP:Iteration 19Q (39974.160000 sec): 3 clusters
  Score: Raw -42890513.142075 + Penalty 4200.112174 = -42886313.029901
  nChanged 4910
		SP:Iteration 20F (39975.990000 sec): 3 clusters
  Score: Raw -42894057.084032 + Penalty 4200.112174 = -42889856.971858
  nChanged 3724
		SP:Iteration 21Q (39977.680000 sec): 3 clusters
  Score: Raw -42896731.651787 + Penalty 4200.112174 = -42892531.539613
  nChanged 2867
		SP:Iteration 22Q (39979.390000 sec): 3 clusters
  Score: Raw -42898784.039817 + Penalty 4200.112174 = -42894583.927643
  nChanged 2002
		SP:Iteration 23Q (39980.970000 sec): 3 clusters
  Score: Raw -42900184.916838 + Penalty 4200.112174 = -42895984.804664
  nChanged 1369
		SP:Iteration 24Q (39982.470000 sec): 3 clusters
  Score: Raw -42901112.283945 + Penalty 4200.112174 = -42896912.171771
  nChanged 837
		SP:Iteration 25Q (39984.170000 sec): 3 clusters
  Score: Raw -42901646.263182 + Penalty 4200.112174 = -42897446.151007
  nChanged 511
		SP:Iteration 26Q (39985.820000 sec): 3 clusters
  Score: Raw -42901939.853570 + Penalty 4200.112174 = -42897739.741396
  nChanged 284
		SP:Iteration 27Q (39987.500000 sec): 3 clusters
  Score: Raw -42902094.265653 + Penalty 4200.112174 = -42897894.153479
  nChanged 195
		SP:Iteration 28Q (39988.870000 sec): 3 clusters
  Score: Raw -42902207.514681 + Penalty 4200.112174 = -42898007.402507
  nChanged 150
		SP:Iteration 29Q (39990.430000 sec): 3 clusters
  Score: Raw -42902284.671219 + Penalty 4200.112174 = -42898084.559045
  nChanged 111
		SP:Iteration 30Q (39992.040000 sec): 3 clusters
  Score: Raw -42902340.385326 + Penalty 4200.112174 = -42898140.273152
  nChanged 88
		SP:Iteration 31Q (39993.620000 sec): 3 clusters
  Score: Raw -42902383.114835 + Penalty 4200.112174 = -42898183.002660
  nChanged 63
		SP:Iteration 32Q (39995.170000 sec): 3 clusters
  Score: Raw -42902410.747913 + Penalty 4200.112174 = -42898210.635739
  nChanged 39
		SP:Iteration 33Q (39996.770000 sec): 3 clusters
  Score: Raw -42902425.677244 + Penalty 4200.112174 = -42898225.565069
  nChanged 24
		SP:Iteration 34Q (39998.360000 sec): 3 clusters
  Score: Raw -42902435.949131 + Penalty 4200.112174 = -42898235.836956
  nChanged 25
		SP:Iteration 35Q (40000.190000 sec): 3 clusters
  Score: Raw -42902446.450726 + Penalty 4200.112174 = -42898246.338552
  nChanged 18
		SP:Iteration 36Q (40002.080000 sec): 3 clusters
  Score: Raw -42902452.278247 + Penalty 4200.112174 = -42898252.166072
  nChanged 13
		SP:Iteration 37Q (40003.730000 sec): 3 clusters
  Score: Raw -42902456.932039 + Penalty 4200.112174 = -42898256.819865
  nChanged 11
		SP:Iteration 38Q (40005.210000 sec): 3 clusters
  Score: Raw -42902460.864755 + Penalty 4200.112174 = -42898260.752581
  nChanged 14
		SP:Iteration 39Q (40006.750000 sec): 3 clusters
  Score: Raw -42902464.956782 + Penalty 4200.112174 = -42898264.844608
  nChanged 8
		SP:Iteration 40F (40008.500000 sec): 3 clusters
  Score: Raw -42902467.314577 + Penalty 4200.112174 = -42898267.202403
  nChanged 5
		SP:Iteration 41Q (40009.860000 sec): 3 clusters
  Score: Raw -42902468.611627 + Penalty 4200.112174 = -42898268.499452
  nChanged 3
		SP:Iteration 42Q (40011.190000 sec): 3 clusters
  Score: Raw -42902469.228762 + Penalty 4200.112174 = -42898269.116588
  nChanged 2
		SP:Iteration 43Q (40012.650000 sec): 3 clusters
  Score: Raw -42902469.406689 + Penalty 4200.112174 = -42898269.294515
  nChanged 1
		SP:Iteration 44Q (40014.200000 sec): 3 clusters
  Score: Raw -42902469.918864 + Penalty 4200.112174 = -42898269.806690
  nChanged 3
		SP:Iteration 45Q (40015.570000 sec): 3 clusters
  Score: Raw -42902470.842378 + Penalty 4200.112174 = -42898270.730204
  nChanged 4
		SP:Iteration 46Q (40017.040000 sec): 3 clusters
  Score: Raw -42902472.336761 + Penalty 4200.112174 = -42898272.224587
  nChanged 11
		SP:Iteration 47Q (40018.630000 sec): 3 clusters
  Score: Raw -42902477.709308 + Penalty 4200.112174 = -42898277.597134
  nChanged 12
		SP:Iteration 48Q (40020.080000 sec): 3 clusters
  Score: Raw -42902482.829158 + Penalty 4200.112174 = -42898282.716984
  nChanged 13
		SP:Iteration 49Q (40021.550000 sec): 3 clusters
  Score: Raw -42902487.898614 + Penalty 4200.112174 = -42898287.786439
  nChanged 12
		SP:Iteration 50Q (40023.260000 sec): 3 clusters
  Score: Raw -42902492.598444 + Penalty 4200.112174 = -42898292.486270
  nChanged 8
		SP:Iteration 51Q (40025.000000 sec): 3 clusters
  Score: Raw -42902495.110460 + Penalty 4200.112174 = -42898294.998285
  nChanged 6
		SP:Iteration 52Q (40026.710000 sec): 3 clusters
  Score: Raw -42902496.739414 + Penalty 4200.112174 = -42898296.627239
  nChanged 3
		SP:Iteration 53Q (40028.490000 sec): 3 clusters
  Score: Raw -42902497.575680 + Penalty 4200.112174 = -42898297.463506
  nChanged 5
		SP:Iteration 54Q (40030.140000 sec): 3 clusters
  Score: Raw -42902499.992742 + Penalty 4200.112174 = -42898299.880568
  nChanged 6
		SP:Iteration 55Q (40031.750000 sec): 3 clusters
  Score: Raw -42902502.379586 + Penalty 4200.112174 = -42898302.267412
  nChanged 6
		SP:Iteration 56Q (40033.510000 sec): 3 clusters
  Score: Raw -42902503.492295 + Penalty 4200.112174 = -42898303.380121
  nChanged 3
		SP:Iteration 57Q (40035.100000 sec): 3 clusters
  Score: Raw -42902504.353185 + Penalty 4200.112174 = -42898304.241011
  nChanged 2
		SP:Iteration 58Q (40036.700000 sec): 3 clusters
  Score: Raw -42902505.237631 + Penalty 4200.112174 = -42898305.125457
  nChanged 1
		SP:Iteration 59Q (40038.400000 sec): 3 clusters
  Score: Raw -42902505.448225 + Penalty 4200.112174 = -42898305.336050
  nChanged 1
		SP:Iteration 60F (40040.360000 sec): 3 clusters
  Score: Raw -42902506.011193 + Penalty 4200.112174 = -42898305.899019
  nChanged 1
		SP:Iteration 61Q (40042.010000 sec): 3 clusters
  Score: Raw -42902506.569106 + Penalty 4200.112174 = -42898306.456932
  nChanged 2
		SP:Iteration 62Q (40043.600000 sec): 3 clusters
  Score: Raw -42902507.407192 + Penalty 4200.112174 = -42898307.295018
  nChanged 4
		SP:Iteration 63Q (40045.170000 sec): 3 clusters
  Score: Raw -42902508.230536 + Penalty 4200.112174 = -42898308.118362
  nChanged 1
		SP:Iteration 64Q (40046.900000 sec): 3 clusters
  Score: Raw -42902508.369760 + Penalty 4200.112174 = -42898308.257586
  nChanged 0
		SP:Iteration 65F (40048.800000 sec): 3 clusters
  Score: Raw -42902508.369760 + Penalty 4200.112174 = -42898308.257586
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40049.170000 sec): 2 clusters
  Score: Raw -1328570.922001 + Penalty 1539.838657 = -1327031.083344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40049.430000 sec): 3 clusters
  Score: Raw -1321035.428093 + Penalty 3079.677314 = -1317955.750779
  nChanged 5706
		SP:Iteration 1F (40049.660000 sec): 3 clusters
  Score: Raw -1324104.551486 + Penalty 3079.677314 = -1321024.874172
  nChanged 756
		SP:Iteration 2F (40049.900000 sec): 3 clusters
  Score: Raw -1324387.098342 + Penalty 3079.677314 = -1321307.421028
  nChanged 614
		SP:Iteration 3Q (40050.200000 sec): 3 clusters
  Score: Raw -1324612.080387 + Penalty 3079.677314 = -1321532.403073
  nChanged 539
		SP:Iteration 4Q (40050.470000 sec): 3 clusters
  Score: Raw -1324823.429974 + Penalty 3079.677314 = -1321743.752660
  nChanged 546
		SP:Iteration 5Q (40050.690000 sec): 3 clusters
  Score: Raw -1325050.946754 + Penalty 3079.677314 = -1321971.269440
  nChanged 585
		SP:Iteration 6Q (40050.940000 sec): 3 clusters
  Score: Raw -1325343.555800 + Penalty 3079.677314 = -1322263.878485
  nChanged 667
		SP:Iteration 7F (40051.220000 sec): 3 clusters
  Score: Raw -1325733.372363 + Penalty 3079.677314 = -1322653.695049
  nChanged 774
		SP:Iteration 8F (40051.530000 sec): 3 clusters
  Score: Raw -1326270.117952 + Penalty 3079.677314 = -1323190.440638
  nChanged 759
		SP:Iteration 9F (40051.730000 sec): 3 clusters
  Score: Raw -1326812.553461 + Penalty 3079.677314 = -1323732.876147
  nChanged 620
		SP:Iteration 10Q (40052.020000 sec): 3 clusters
  Score: Raw -1327244.883672 + Penalty 3079.677314 = -1324165.206357
  nChanged 523
		SP:Iteration 11Q (40052.250000 sec): 3 clusters
  Score: Raw -1327652.221372 + Penalty 3079.677314 = -1324572.544057
  nChanged 432
		SP:Iteration 12Q (40052.510000 sec): 3 clusters
  Score: Raw -1327995.352020 + Penalty 3079.677314 = -1324915.674706
  nChanged 331
		SP:Iteration 13Q (40052.790000 sec): 3 clusters
  Score: Raw -1328255.336631 + Penalty 3079.677314 = -1325175.659317
  nChanged 209
		SP:Iteration 14Q (40053.000000 sec): 3 clusters
  Score: Raw -1328420.644009 + Penalty 3079.677314 = -1325340.966694
  nChanged 131
		SP:Iteration 15Q (40053.240000 sec): 3 clusters
  Score: Raw -1328528.445872 + Penalty 3079.677314 = -1325448.768557
  nChanged 93
		SP:Iteration 16Q (40053.530000 sec): 3 clusters
  Score: Raw -1328612.523315 + Penalty 3079.677314 = -1325532.846001
  nChanged 68
		SP:Iteration 17Q (40053.740000 sec): 3 clusters
  Score: Raw -1328671.049470 + Penalty 3079.677314 = -1325591.372155
  nChanged 48
		SP:Iteration 18Q (40053.960000 sec): 3 clusters
  Score: Raw -1328716.612246 + Penalty 3079.677314 = -1325636.934932
  nChanged 40
		SP:Iteration 19Q (40054.170000 sec): 3 clusters
  Score: Raw -1328758.755107 + Penalty 3079.677314 = -1325679.077792
  nChanged 30
		SP:Iteration 20F (40054.460000 sec): 3 clusters
  Score: Raw -1328787.634719 + Penalty 3079.677314 = -1325707.957404
  nChanged 11
		SP:Iteration 21Q (40054.690000 sec): 3 clusters
  Score: Raw -1328798.659413 + Penalty 3079.677314 = -1325718.982098
  nChanged 10
		SP:Iteration 22Q (40054.920000 sec): 3 clusters
  Score: Raw -1328808.542302 + Penalty 3079.677314 = -1325728.864988
  nChanged 7
		SP:Iteration 23Q (40055.190000 sec): 3 clusters
  Score: Raw -1328813.025922 + Penalty 3079.677314 = -1325733.348608
  nChanged 4
		SP:Iteration 24Q (40055.390000 sec): 3 clusters
  Score: Raw -1328815.381115 + Penalty 3079.677314 = -1325735.703801
  nChanged 2
		SP:Iteration 25Q (40055.650000 sec): 3 clusters
  Score: Raw -1328815.957513 + Penalty 3079.677314 = -1325736.280199
  nChanged 1
		SP:Iteration 26Q (40055.900000 sec): 3 clusters
  Score: Raw -1328817.376507 + Penalty 3079.677314 = -1325737.699192
  nChanged 0
		SP:Iteration 27F (40056.130000 sec): 3 clusters
  Score: Raw -1328817.376507 + Penalty 3079.677314 = -1325737.699192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40056.260000 sec): 2 clusters
  Score: Raw -130659.699781 + Penalty 1169.826327 = -129489.873455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40056.450000 sec): 3 clusters
  Score: Raw -130164.754496 + Penalty 2339.652653 = -127825.101843
  nChanged 426
		SP:Iteration 1F (40056.640000 sec): 3 clusters
  Score: Raw -130520.266791 + Penalty 2339.652653 = -128180.614138
  nChanged 102
		SP:Iteration 2F (40056.810000 sec): 3 clusters
  Score: Raw -130654.505812 + Penalty 2339.652653 = -128314.853159
  nChanged 91
		SP:Iteration 3F (40056.990000 sec): 3 clusters
  Score: Raw -130791.070446 + Penalty 2339.652653 = -128451.417792
  nChanged 74
		SP:Iteration 4F (40057.180000 sec): 3 clusters
  Score: Raw -130887.266457 + Penalty 2339.652653 = -128547.613804
  nChanged 61
		SP:Iteration 5Q (40057.350000 sec): 3 clusters
  Score: Raw -130973.828351 + Penalty 2339.652653 = -128634.175697
  nChanged 55
		SP:Iteration 6Q (40057.500000 sec): 3 clusters
  Score: Raw -131048.220679 + Penalty 2339.652653 = -128708.568026
  nChanged 45
		SP:Iteration 7Q (40057.660000 sec): 3 clusters
  Score: Raw -131137.819002 + Penalty 2339.652653 = -128798.166348
  nChanged 51
		SP:Iteration 8Q (40057.810000 sec): 3 clusters
  Score: Raw -131213.135785 + Penalty 2339.652653 = -128873.483132
  nChanged 34
		SP:Iteration 9Q (40057.990000 sec): 3 clusters
  Score: Raw -131274.597301 + Penalty 2339.652653 = -128934.944648
  nChanged 40
		SP:Iteration 10Q (40058.170000 sec): 3 clusters
  Score: Raw -131349.689789 + Penalty 2339.652653 = -129010.037135
  nChanged 30
		SP:Iteration 11Q (40058.310000 sec): 3 clusters
  Score: Raw -131394.499656 + Penalty 2339.652653 = -129054.847003
  nChanged 22
		SP:Iteration 12Q (40058.500000 sec): 3 clusters
  Score: Raw -131418.198146 + Penalty 2339.652653 = -129078.545493
  nChanged 11
		SP:Iteration 13Q (40058.680000 sec): 3 clusters
  Score: Raw -131436.361680 + Penalty 2339.652653 = -129096.709026
  nChanged 9
		SP:Iteration 14Q (40058.830000 sec): 3 clusters
  Score: Raw -131447.440950 + Penalty 2339.652653 = -129107.788297
  nChanged 12
		SP:Iteration 15Q (40059.000000 sec): 3 clusters
  Score: Raw -131455.536800 + Penalty 2339.652653 = -129115.884147
  nChanged 5
		SP:Iteration 16Q (40059.100000 sec): 3 clusters
  Score: Raw -131460.398884 + Penalty 2339.652653 = -129120.746231
  nChanged 3
		SP:Iteration 17Q (40059.270000 sec): 3 clusters
  Score: Raw -131463.069516 + Penalty 2339.652653 = -129123.416863
  nChanged 3
		SP:Iteration 18Q (40059.500000 sec): 3 clusters
  Score: Raw -131464.620418 + Penalty 2339.652653 = -129124.967764
  nChanged 1
		SP:Iteration 19Q (40059.690000 sec): 3 clusters
  Score: Raw -131464.831230 + Penalty 2339.652653 = -129125.178577
  nChanged 0
		SP:Iteration 20F (40059.870000 sec): 3 clusters
  Score: Raw -131465.930692 + Penalty 2339.652653 = -129126.278039
  nChanged 1
		SP:Iteration 21Q (40060.030000 sec): 3 clusters
  Score: Raw -131466.927212 + Penalty 2339.652653 = -129127.274558
  nChanged 2
		SP:Iteration 22Q (40060.160000 sec): 3 clusters
  Score: Raw -131468.165767 + Penalty 2339.652653 = -129128.513113
  nChanged 1
		SP:Iteration 23Q (40060.310000 sec): 3 clusters
  Score: Raw -131468.793092 + Penalty 2339.652653 = -129129.140438
  nChanged 1
		SP:Iteration 24Q (40060.490000 sec): 3 clusters
  Score: Raw -131469.619425 + Penalty 2339.652653 = -129129.966771
  nChanged 2
		SP:Iteration 25Q (40060.620000 sec): 3 clusters
  Score: Raw -131470.955737 + Penalty 2339.652653 = -129131.303083
  nChanged 2
		SP:Iteration 26Q (40060.810000 sec): 3 clusters
  Score: Raw -131471.806137 + Penalty 2339.652653 = -129132.153483
  nChanged 3
		SP:Iteration 27Q (40060.950000 sec): 3 clusters
  Score: Raw -131474.277267 + Penalty 2339.652653 = -129134.624614
  nChanged 2
		SP:Iteration 28Q (40061.110000 sec): 3 clusters
  Score: Raw -131474.992602 + Penalty 2339.652653 = -129135.339949
  nChanged 0
		SP:Iteration 29F (40061.250000 sec): 3 clusters
  Score: Raw -131474.992602 + Penalty 2339.652653 = -129135.339949
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (38729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40061.560000 sec): 2 clusters
  Score: Raw -4285327.705416 + Penalty 1716.705892 = -4283610.999524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40061.880000 sec): 3 clusters
  Score: Raw -4260928.851242 + Penalty 3433.411785 = -4257495.439458
  nChanged 18002
		SP:Iteration 1F (40062.250000 sec): 3 clusters
  Score: Raw -4270986.306128 + Penalty 3433.411785 = -4267552.894344
  nChanged 1347
		SP:Iteration 2Q (40062.600000 sec): 3 clusters
  Score: Raw -4271325.118595 + Penalty 3433.411785 = -4267891.706811
  nChanged 1335
		SP:Iteration 3Q (40062.950000 sec): 3 clusters
  Score: Raw -4271665.632243 + Penalty 3433.411785 = -4268232.220458
  nChanged 1311
		SP:Iteration 4Q (40063.330000 sec): 3 clusters
  Score: Raw -4272027.418322 + Penalty 3433.411785 = -4268594.006537
  nChanged 1355
		SP:Iteration 5Q (40063.740000 sec): 3 clusters
  Score: Raw -4272447.459875 + Penalty 3433.411785 = -4269014.048090
  nChanged 1431
		SP:Iteration 6Q (40064.040000 sec): 3 clusters
  Score: Raw -4272982.690752 + Penalty 3433.411785 = -4269549.278967
  nChanged 1696
		SP:Iteration 7Q (40064.440000 sec): 3 clusters
  Score: Raw -4273842.666397 + Penalty 3433.411785 = -4270409.254613
  nChanged 2168
		SP:Iteration 8F (40064.830000 sec): 3 clusters
  Score: Raw -4275254.654767 + Penalty 3433.411785 = -4271821.242983
  nChanged 2632
		SP:Iteration 9F (40065.220000 sec): 3 clusters
  Score: Raw -4277351.783472 + Penalty 3433.411785 = -4273918.371687
  nChanged 2770
		SP:Iteration 10F (40065.630000 sec): 3 clusters
  Score: Raw -4279843.775520 + Penalty 3433.411785 = -4276410.363736
  nChanged 2279
		SP:Iteration 11F (40066.010000 sec): 3 clusters
  Score: Raw -4281903.600732 + Penalty 3433.411785 = -4278470.188947
  nChanged 1539
		SP:Iteration 12Q (40066.350000 sec): 3 clusters
  Score: Raw -4283243.821477 + Penalty 3433.411785 = -4279810.409692
  nChanged 1035
		SP:Iteration 13Q (40066.740000 sec): 3 clusters
  Score: Raw -4284112.308171 + Penalty 3433.411785 = -4280678.896386
  nChanged 685
		SP:Iteration 14Q (40067.100000 sec): 3 clusters
  Score: Raw -4284678.243388 + Penalty 3433.411785 = -4281244.831603
  nChanged 406
		SP:Iteration 15Q (40067.430000 sec): 3 clusters
  Score: Raw -4285020.268917 + Penalty 3433.411785 = -4281586.857133
  nChanged 231
		SP:Iteration 16Q (40067.750000 sec): 3 clusters
  Score: Raw -4285222.929715 + Penalty 3433.411785 = -4281789.517930
  nChanged 125
		SP:Iteration 17Q (40068.090000 sec): 3 clusters
  Score: Raw -4285342.414751 + Penalty 3433.411785 = -4281909.002967
  nChanged 79
		SP:Iteration 18Q (40068.420000 sec): 3 clusters
  Score: Raw -4285426.555687 + Penalty 3433.411785 = -4281993.143902
  nChanged 57
		SP:Iteration 19Q (40068.810000 sec): 3 clusters
  Score: Raw -4285478.368537 + Penalty 3433.411785 = -4282044.956752
  nChanged 27
		SP:Iteration 20F (40069.200000 sec): 3 clusters
  Score: Raw -4285507.869385 + Penalty 3433.411785 = -4282074.457601
  nChanged 21
		SP:Iteration 21Q (40069.590000 sec): 3 clusters
  Score: Raw -4285523.865994 + Penalty 3433.411785 = -4282090.454210
  nChanged 10
		SP:Iteration 22Q (40069.920000 sec): 3 clusters
  Score: Raw -4285531.767897 + Penalty 3433.411785 = -4282098.356113
  nChanged 9
		SP:Iteration 23Q (40070.250000 sec): 3 clusters
  Score: Raw -4285540.570151 + Penalty 3433.411785 = -4282107.158366
  nChanged 7
		SP:Iteration 24Q (40070.570000 sec): 3 clusters
  Score: Raw -4285548.739464 + Penalty 3433.411785 = -4282115.327679
  nChanged 3
		SP:Iteration 25Q (40070.930000 sec): 3 clusters
  Score: Raw -4285552.496525 + Penalty 3433.411785 = -4282119.084741
  nChanged 3
		SP:Iteration 26Q (40071.270000 sec): 3 clusters
  Score: Raw -4285556.001212 + Penalty 3433.411785 = -4282122.589428
  nChanged 3
		SP:Iteration 27Q (40071.660000 sec): 3 clusters
  Score: Raw -4285559.476544 + Penalty 3433.411785 = -4282126.064759
  nChanged 3
		SP:Iteration 28Q (40071.990000 sec): 3 clusters
  Score: Raw -4285562.286677 + Penalty 3433.411785 = -4282128.874893
  nChanged 4
		SP:Iteration 29Q (40072.280000 sec): 3 clusters
  Score: Raw -4285567.037862 + Penalty 3433.411785 = -4282133.626078
  nChanged 1
		SP:Iteration 30Q (40072.660000 sec): 3 clusters
  Score: Raw -4285567.613541 + Penalty 3433.411785 = -4282134.201757
  nChanged 1
		SP:Iteration 31Q (40072.960000 sec): 3 clusters
  Score: Raw -4285568.273119 + Penalty 3433.411785 = -4282134.861335
  nChanged 0
		SP:Iteration 32F (40073.360000 sec): 3 clusters
  Score: Raw -4285568.273119 + Penalty 3433.411785 = -4282134.861335
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40073.570000 sec): 2 clusters
  Score: Raw -3234244.839702 + Penalty 1684.704162 = -3232560.135540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40073.890000 sec): 3 clusters
  Score: Raw -3214695.861562 + Penalty 3369.408325 = -3211326.453237
  nChanged 14626
		SP:Iteration 1F (40074.260000 sec): 3 clusters
  Score: Raw -3222714.702594 + Penalty 3369.408325 = -3219345.294270
  nChanged 1399
		SP:Iteration 2Q (40074.620000 sec): 3 clusters
  Score: Raw -3223257.029515 + Penalty 3369.408325 = -3219887.621190
  nChanged 1466
		SP:Iteration 3Q (40074.930000 sec): 3 clusters
  Score: Raw -3223937.429856 + Penalty 3369.408325 = -3220568.021531
  nChanged 1639
		SP:Iteration 4F (40075.300000 sec): 3 clusters
  Score: Raw -3224876.354729 + Penalty 3369.408325 = -3221506.946405
  nChanged 1707
		SP:Iteration 5F (40075.710000 sec): 3 clusters
  Score: Raw -3225971.486172 + Penalty 3369.408325 = -3222602.077847
  nChanged 1798
		SP:Iteration 6F (40076.020000 sec): 3 clusters
  Score: Raw -3227128.410394 + Penalty 3369.408325 = -3223759.002069
  nChanged 1843
		SP:Iteration 7F (40076.390000 sec): 3 clusters
  Score: Raw -3228389.540269 + Penalty 3369.408325 = -3225020.131944
  nChanged 1879
		SP:Iteration 8F (40076.730000 sec): 3 clusters
  Score: Raw -3229739.415160 + Penalty 3369.408325 = -3226370.006835
  nChanged 1700
		SP:Iteration 9F (40077.100000 sec): 3 clusters
  Score: Raw -3231036.872369 + Penalty 3369.408325 = -3227667.464044
  nChanged 1433
		SP:Iteration 10Q (40077.430000 sec): 3 clusters
  Score: Raw -3232121.048425 + Penalty 3369.408325 = -3228751.640100
  nChanged 1134
		SP:Iteration 11Q (40077.820000 sec): 3 clusters
  Score: Raw -3232941.600790 + Penalty 3369.408325 = -3229572.192466
  nChanged 804
		SP:Iteration 12Q (40078.130000 sec): 3 clusters
  Score: Raw -3233500.005534 + Penalty 3369.408325 = -3230130.597209
  nChanged 574
		SP:Iteration 13Q (40078.490000 sec): 3 clusters
  Score: Raw -3233863.064927 + Penalty 3369.408325 = -3230493.656603
  nChanged 441
		SP:Iteration 14Q (40078.800000 sec): 3 clusters
  Score: Raw -3234098.300878 + Penalty 3369.408325 = -3230728.892553
  nChanged 326
		SP:Iteration 15Q (40079.130000 sec): 3 clusters
  Score: Raw -3234245.375475 + Penalty 3369.408325 = -3230875.967150
  nChanged 259
		SP:Iteration 16Q (40079.490000 sec): 3 clusters
  Score: Raw -3234349.103263 + Penalty 3369.408325 = -3230979.694938
  nChanged 209
		SP:Iteration 17Q (40079.810000 sec): 3 clusters
  Score: Raw -3234420.043931 + Penalty 3369.408325 = -3231050.635606
  nChanged 169
		SP:Iteration 18Q (40080.140000 sec): 3 clusters
  Score: Raw -3234468.964458 + Penalty 3369.408325 = -3231099.556133
  nChanged 147
		SP:Iteration 19Q (40080.450000 sec): 3 clusters
  Score: Raw -3234506.874239 + Penalty 3369.408325 = -3231137.465915
  nChanged 106
		SP:Iteration 20F (40080.760000 sec): 3 clusters
  Score: Raw -3234529.357250 + Penalty 3369.408325 = -3231159.948925
  nChanged 77
		SP:Iteration 21Q (40081.160000 sec): 3 clusters
  Score: Raw -3234545.781751 + Penalty 3369.408325 = -3231176.373427
  nChanged 63
		SP:Iteration 22Q (40081.480000 sec): 3 clusters
  Score: Raw -3234556.032930 + Penalty 3369.408325 = -3231186.624605
  nChanged 48
		SP:Iteration 23Q (40081.830000 sec): 3 clusters
  Score: Raw -3234563.982798 + Penalty 3369.408325 = -3231194.574473
  nChanged 45
		SP:Iteration 24Q (40082.140000 sec): 3 clusters
  Score: Raw -3234571.822966 + Penalty 3369.408325 = -3231202.414641
  nChanged 49
		SP:Iteration 25Q (40082.470000 sec): 3 clusters
  Score: Raw -3234579.315493 + Penalty 3369.408325 = -3231209.907168
  nChanged 48
		SP:Iteration 26Q (40082.820000 sec): 3 clusters
  Score: Raw -3234587.845923 + Penalty 3369.408325 = -3231218.437599
  nChanged 39
		SP:Iteration 27Q (40083.100000 sec): 3 clusters
  Score: Raw -3234594.597339 + Penalty 3369.408325 = -3231225.189014
  nChanged 39
		SP:Iteration 28Q (40083.470000 sec): 3 clusters
  Score: Raw -3234602.889946 + Penalty 3369.408325 = -3231233.481622
  nChanged 33
		SP:Iteration 29Q (40083.810000 sec): 3 clusters
  Score: Raw -3234608.249293 + Penalty 3369.408325 = -3231238.840968
  nChanged 33
		SP:Iteration 30Q (40084.150000 sec): 3 clusters
  Score: Raw -3234613.822493 + Penalty 3369.408325 = -3231244.414168
  nChanged 29
		SP:Iteration 31Q (40084.530000 sec): 3 clusters
  Score: Raw -3234618.734534 + Penalty 3369.408325 = -3231249.326209
  nChanged 33
		SP:Iteration 32Q (40084.850000 sec): 3 clusters
  Score: Raw -3234623.833577 + Penalty 3369.408325 = -3231254.425252
  nChanged 21
		SP:Iteration 33Q (40085.190000 sec): 3 clusters
  Score: Raw -3234626.661878 + Penalty 3369.408325 = -3231257.253553
  nChanged 19
		SP:Iteration 34Q (40085.560000 sec): 3 clusters
  Score: Raw -3234629.345231 + Penalty 3369.408325 = -3231259.936906
  nChanged 20
		SP:Iteration 35Q (40085.910000 sec): 3 clusters
  Score: Raw -3234632.454904 + Penalty 3369.408325 = -3231263.046580
  nChanged 18
		SP:Iteration 36Q (40086.220000 sec): 3 clusters
  Score: Raw -3234634.745994 + Penalty 3369.408325 = -3231265.337669
  nChanged 13
		SP:Iteration 37Q (40086.550000 sec): 3 clusters
  Score: Raw -3234636.058325 + Penalty 3369.408325 = -3231266.650000
  nChanged 11
		SP:Iteration 38Q (40086.850000 sec): 3 clusters
  Score: Raw -3234637.452419 + Penalty 3369.408325 = -3231268.044094
  nChanged 11
		SP:Iteration 39Q (40087.220000 sec): 3 clusters
  Score: Raw -3234638.706483 + Penalty 3369.408325 = -3231269.298159
  nChanged 14
		SP:Iteration 40F (40087.620000 sec): 3 clusters
  Score: Raw -3234640.372067 + Penalty 3369.408325 = -3231270.963742
  nChanged 14
		SP:Iteration 41Q (40087.970000 sec): 3 clusters
  Score: Raw -3234642.087565 + Penalty 3369.408325 = -3231272.679240
  nChanged 9
		SP:Iteration 42Q (40088.290000 sec): 3 clusters
  Score: Raw -3234643.203166 + Penalty 3369.408325 = -3231273.794841
  nChanged 8
		SP:Iteration 43Q (40088.710000 sec): 3 clusters
  Score: Raw -3234643.897445 + Penalty 3369.408325 = -3231274.489121
  nChanged 11
		SP:Iteration 44Q (40089.120000 sec): 3 clusters
  Score: Raw -3234645.262751 + Penalty 3369.408325 = -3231275.854427
  nChanged 20
		SP:Iteration 45Q (40089.420000 sec): 3 clusters
  Score: Raw -3234647.653004 + Penalty 3369.408325 = -3231278.244679
  nChanged 15
		SP:Iteration 46Q (40089.830000 sec): 3 clusters
  Score: Raw -3234649.531501 + Penalty 3369.408325 = -3231280.123176
  nChanged 11
		SP:Iteration 47Q (40090.180000 sec): 3 clusters
  Score: Raw -3234650.555017 + Penalty 3369.408325 = -3231281.146693
  nChanged 6
		SP:Iteration 48Q (40090.540000 sec): 3 clusters
  Score: Raw -3234651.448826 + Penalty 3369.408325 = -3231282.040502
  nChanged 2
		SP:Iteration 49Q (40090.860000 sec): 3 clusters
  Score: Raw -3234651.664714 + Penalty 3369.408325 = -3231282.256389
  nChanged 4
		SP:Iteration 50Q (40091.210000 sec): 3 clusters
  Score: Raw -3234651.943449 + Penalty 3369.408325 = -3231282.535124
  nChanged 1
		SP:Iteration 51Q (40091.540000 sec): 3 clusters
  Score: Raw -3234651.985430 + Penalty 3369.408325 = -3231282.577105
  nChanged 2
		SP:Iteration 52Q (40091.900000 sec): 3 clusters
  Score: Raw -3234652.185650 + Penalty 3369.408325 = -3231282.777325
  nChanged 3
		SP:Iteration 53Q (40092.210000 sec): 3 clusters
  Score: Raw -3234652.437408 + Penalty 3369.408325 = -3231283.029083
  nChanged 1
		SP:Iteration 54Q (40092.560000 sec): 3 clusters
  Score: Raw -3234652.501706 + Penalty 3369.408325 = -3231283.093382
  nChanged 1
		SP:Iteration 55Q (40092.900000 sec): 3 clusters
  Score: Raw -3234652.615014 + Penalty 3369.408325 = -3231283.206690
  nChanged 2
		SP:Iteration 56Q (40093.220000 sec): 3 clusters
  Score: Raw -3234652.911827 + Penalty 3369.408325 = -3231283.503502
  nChanged 4
		SP:Iteration 57Q (40093.570000 sec): 3 clusters
  Score: Raw -3234653.312909 + Penalty 3369.408325 = -3231283.904585
  nChanged 1
		SP:Iteration 58Q (40093.900000 sec): 3 clusters
  Score: Raw -3234653.348231 + Penalty 3369.408325 = -3231283.939906
  nChanged 0
		SP:Iteration 59F (40094.260000 sec): 3 clusters
  Score: Raw -3234653.348231 + Penalty 3369.408325 = -3231283.939906
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40094.380000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40094.610000 sec): 3 clusters
  Score: Raw -60313.895921 + Penalty 2081.699249 = -58232.196672
  nChanged 141
		SP:Iteration 1F (40094.830000 sec): 3 clusters
  Score: Raw -60492.493330 + Penalty 2081.699249 = -58410.794082
  nChanged 41
		SP:Iteration 2F (40095.000000 sec): 3 clusters
  Score: Raw -60582.205161 + Penalty 2081.699249 = -58500.505912
  nChanged 34
		SP:Iteration 3F (40095.190000 sec): 3 clusters
  Score: Raw -60730.204087 + Penalty 2081.699249 = -58648.504838
  nChanged 36
		SP:Iteration 4F (40095.380000 sec): 3 clusters
  Score: Raw -60870.410218 + Penalty 2081.699249 = -58788.710969
  nChanged 41
		SP:Iteration 5F (40095.550000 sec): 3 clusters
  Score: Raw -60987.870277 + Penalty 2081.699249 = -58906.171028
  nChanged 33
		SP:Iteration 6F (40095.720000 sec): 3 clusters
  Score: Raw -61053.120317 + Penalty 2081.699249 = -58971.421069
  nChanged 13
		SP:Iteration 7Q (40095.900000 sec): 3 clusters
  Score: Raw -61080.193169 + Penalty 2081.699249 = -58998.493920
  nChanged 12
		SP:Iteration 8Q (40096.070000 sec): 3 clusters
  Score: Raw -61105.136398 + Penalty 2081.699249 = -59023.437149
  nChanged 10
		SP:Iteration 9Q (40096.240000 sec): 3 clusters
  Score: Raw -61117.594433 + Penalty 2081.699249 = -59035.895184
  nChanged 9
		SP:Iteration 10Q (40096.360000 sec): 3 clusters
  Score: Raw -61131.176139 + Penalty 2081.699249 = -59049.476890
  nChanged 5
		SP:Iteration 11Q (40096.550000 sec): 3 clusters
  Score: Raw -61140.384811 + Penalty 2081.699249 = -59058.685562
  nChanged 2
		SP:Iteration 12Q (40096.710000 sec): 3 clusters
  Score: Raw -61143.361507 + Penalty 2081.699249 = -59061.662258
  nChanged 1
		SP:Iteration 13Q (40096.900000 sec): 3 clusters
  Score: Raw -61144.178997 + Penalty 2081.699249 = -59062.479748
  nChanged 2
		SP:Iteration 14Q (40097.110000 sec): 3 clusters
  Score: Raw -61147.657144 + Penalty 2081.699249 = -59065.957895
  nChanged 5
		SP:Iteration 15Q (40097.300000 sec): 3 clusters
  Score: Raw -61154.378533 + Penalty 2081.699249 = -59072.679284
  nChanged 4
		SP:Iteration 16Q (40097.430000 sec): 3 clusters
  Score: Raw -61159.008012 + Penalty 2081.699249 = -59077.308763
  nChanged 3
		SP:Iteration 17Q (40097.580000 sec): 3 clusters
  Score: Raw -61163.832514 + Penalty 2081.699249 = -59082.133265
  nChanged 4
		SP:Iteration 18Q (40097.840000 sec): 3 clusters
  Score: Raw -61171.619257 + Penalty 2081.699249 = -59089.920008
  nChanged 2
		SP:Iteration 19Q (40098.020000 sec): 3 clusters
  Score: Raw -61173.649633 + Penalty 2081.699249 = -59091.950384
  nChanged 2
		SP:Iteration 20F (40098.160000 sec): 3 clusters
  Score: Raw -61175.371919 + Penalty 2081.699249 = -59093.672670
  nChanged 1
		SP:Iteration 21Q (40098.370000 sec): 3 clusters
  Score: Raw -61176.389470 + Penalty 2081.699249 = -59094.690221
  nChanged 0
		SP:Iteration 22F (40098.560000 sec): 3 clusters
  Score: Raw -61176.389470 + Penalty 2081.699249 = -59094.690221
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40098.680000 sec): 2 clusters
  Score: Raw -1501121.925393 + Penalty 1553.272501 = -1499568.652892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40098.940000 sec): 3 clusters
  Score: Raw -1492893.736898 + Penalty 3106.545002 = -1489787.191896
  nChanged 6277
		SP:Iteration 1F (40099.180000 sec): 3 clusters
  Score: Raw -1496173.906267 + Penalty 3106.545002 = -1493067.361265
  nChanged 774
		SP:Iteration 2F (40099.460000 sec): 3 clusters
  Score: Raw -1496456.692189 + Penalty 3106.545002 = -1493350.147187
  nChanged 640
		SP:Iteration 3Q (40099.700000 sec): 3 clusters
  Score: Raw -1496722.302217 + Penalty 3106.545002 = -1493615.757215
  nChanged 642
		SP:Iteration 4Q (40099.980000 sec): 3 clusters
  Score: Raw -1496989.627541 + Penalty 3106.545002 = -1493883.082539
  nChanged 658
		SP:Iteration 5Q (40100.220000 sec): 3 clusters
  Score: Raw -1497289.618600 + Penalty 3106.545002 = -1494183.073598
  nChanged 705
		SP:Iteration 6Q (40100.440000 sec): 3 clusters
  Score: Raw -1497648.943297 + Penalty 3106.545002 = -1494542.398294
  nChanged 756
		SP:Iteration 7F (40100.700000 sec): 3 clusters
  Score: Raw -1498087.983005 + Penalty 3106.545002 = -1494981.438002
  nChanged 853
		SP:Iteration 8F (40100.890000 sec): 3 clusters
  Score: Raw -1498628.166313 + Penalty 3106.545002 = -1495521.621311
  nChanged 769
		SP:Iteration 9F (40101.140000 sec): 3 clusters
  Score: Raw -1499064.254795 + Penalty 3106.545002 = -1495957.709793
  nChanged 640
		SP:Iteration 10Q (40101.340000 sec): 3 clusters
  Score: Raw -1499401.340138 + Penalty 3106.545002 = -1496294.795136
  nChanged 487
		SP:Iteration 11Q (40101.570000 sec): 3 clusters
  Score: Raw -1499619.519257 + Penalty 3106.545002 = -1496512.974255
  nChanged 356
		SP:Iteration 12Q (40101.800000 sec): 3 clusters
  Score: Raw -1499772.778131 + Penalty 3106.545002 = -1496666.233129
  nChanged 280
		SP:Iteration 13Q (40102.050000 sec): 3 clusters
  Score: Raw -1499894.655245 + Penalty 3106.545002 = -1496788.110243
  nChanged 251
		SP:Iteration 14Q (40102.300000 sec): 3 clusters
  Score: Raw -1500009.149106 + Penalty 3106.545002 = -1496902.604104
  nChanged 252
		SP:Iteration 15Q (40102.590000 sec): 3 clusters
  Score: Raw -1500136.978307 + Penalty 3106.545002 = -1497030.433305
  nChanged 219
		SP:Iteration 16Q (40102.810000 sec): 3 clusters
  Score: Raw -1500253.815116 + Penalty 3106.545002 = -1497147.270114
  nChanged 212
		SP:Iteration 17Q (40103.070000 sec): 3 clusters
  Score: Raw -1500365.932808 + Penalty 3106.545002 = -1497259.387806
  nChanged 210
		SP:Iteration 18Q (40103.320000 sec): 3 clusters
  Score: Raw -1500491.553297 + Penalty 3106.545002 = -1497385.008295
  nChanged 201
		SP:Iteration 19Q (40103.620000 sec): 3 clusters
  Score: Raw -1500623.538100 + Penalty 3106.545002 = -1497516.993098
  nChanged 220
		SP:Iteration 20F (40103.890000 sec): 3 clusters
  Score: Raw -1500772.903219 + Penalty 3106.545002 = -1497666.358217
  nChanged 172
		SP:Iteration 21Q (40104.160000 sec): 3 clusters
  Score: Raw -1500903.283494 + Penalty 3106.545002 = -1497796.738492
  nChanged 145
		SP:Iteration 22Q (40104.370000 sec): 3 clusters
  Score: Raw -1501004.613302 + Penalty 3106.545002 = -1497898.068300
  nChanged 116
		SP:Iteration 23Q (40104.640000 sec): 3 clusters
  Score: Raw -1501074.792967 + Penalty 3106.545002 = -1497968.247965
  nChanged 85
		SP:Iteration 24Q (40104.890000 sec): 3 clusters
  Score: Raw -1501131.926301 + Penalty 3106.545002 = -1498025.381299
  nChanged 67
		SP:Iteration 25Q (40105.140000 sec): 3 clusters
  Score: Raw -1501183.533997 + Penalty 3106.545002 = -1498076.988995
  nChanged 51
		SP:Iteration 26Q (40105.400000 sec): 3 clusters
  Score: Raw -1501227.899352 + Penalty 3106.545002 = -1498121.354350
  nChanged 37
		SP:Iteration 27Q (40105.670000 sec): 3 clusters
  Score: Raw -1501254.102937 + Penalty 3106.545002 = -1498147.557935
  nChanged 17
		SP:Iteration 28Q (40105.900000 sec): 3 clusters
  Score: Raw -1501270.117245 + Penalty 3106.545002 = -1498163.572243
  nChanged 17
		SP:Iteration 29Q (40106.190000 sec): 3 clusters
  Score: Raw -1501282.212594 + Penalty 3106.545002 = -1498175.667591
  nChanged 17
		SP:Iteration 30Q (40106.460000 sec): 3 clusters
  Score: Raw -1501292.617246 + Penalty 3106.545002 = -1498186.072244
  nChanged 9
		SP:Iteration 31Q (40106.710000 sec): 3 clusters
  Score: Raw -1501299.458548 + Penalty 3106.545002 = -1498192.913546
  nChanged 7
		SP:Iteration 32Q (40106.900000 sec): 3 clusters
  Score: Raw -1501305.492532 + Penalty 3106.545002 = -1498198.947530
  nChanged 4
		SP:Iteration 33Q (40107.140000 sec): 3 clusters
  Score: Raw -1501310.053534 + Penalty 3106.545002 = -1498203.508532
  nChanged 3
		SP:Iteration 34Q (40107.380000 sec): 3 clusters
  Score: Raw -1501316.051730 + Penalty 3106.545002 = -1498209.506728
  nChanged 8
		SP:Iteration 35Q (40107.610000 sec): 3 clusters
  Score: Raw -1501323.356910 + Penalty 3106.545002 = -1498216.811908
  nChanged 7
		SP:Iteration 36Q (40107.840000 sec): 3 clusters
  Score: Raw -1501326.967827 + Penalty 3106.545002 = -1498220.422825
  nChanged 2
		SP:Iteration 37Q (40108.100000 sec): 3 clusters
  Score: Raw -1501328.304344 + Penalty 3106.545002 = -1498221.759342
  nChanged 1
		SP:Iteration 38Q (40108.320000 sec): 3 clusters
  Score: Raw -1501328.618555 + Penalty 3106.545002 = -1498222.073553
  nChanged 2
		SP:Iteration 39Q (40108.570000 sec): 3 clusters
  Score: Raw -1501329.410000 + Penalty 3106.545002 = -1498222.864998
  nChanged 0
		SP:Iteration 40F (40108.800000 sec): 3 clusters
  Score: Raw -1501329.410000 + Penalty 3106.545002 = -1498222.864998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40109.010000 sec): 2 clusters
  Score: Raw -2483321.131175 + Penalty 1638.102221 = -2481683.028955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40109.330000 sec): 3 clusters
  Score: Raw -2468810.729863 + Penalty 3276.204441 = -2465534.525422
  nChanged 10895
		SP:Iteration 1F (40109.600000 sec): 3 clusters
  Score: Raw -2474932.099091 + Penalty 3276.204441 = -2471655.894650
  nChanged 1336
		SP:Iteration 2F (40109.950000 sec): 3 clusters
  Score: Raw -2475502.440742 + Penalty 3276.204441 = -2472226.236301
  nChanged 1270
		SP:Iteration 3F (40110.250000 sec): 3 clusters
  Score: Raw -2476109.125465 + Penalty 3276.204441 = -2472832.921024
  nChanged 1339
		SP:Iteration 4F (40110.540000 sec): 3 clusters
  Score: Raw -2476854.807506 + Penalty 3276.204441 = -2473578.603065
  nChanged 1375
		SP:Iteration 5F (40110.870000 sec): 3 clusters
  Score: Raw -2477687.931439 + Penalty 3276.204441 = -2474411.726998
  nChanged 1404
		SP:Iteration 6F (40111.210000 sec): 3 clusters
  Score: Raw -2478566.502818 + Penalty 3276.204441 = -2475290.298377
  nChanged 1313
		SP:Iteration 7F (40111.560000 sec): 3 clusters
  Score: Raw -2479384.638650 + Penalty 3276.204441 = -2476108.434209
  nChanged 1127
		SP:Iteration 8Q (40111.850000 sec): 3 clusters
  Score: Raw -2480035.684591 + Penalty 3276.204441 = -2476759.480149
  nChanged 909
		SP:Iteration 9Q (40112.160000 sec): 3 clusters
  Score: Raw -2480453.754903 + Penalty 3276.204441 = -2477177.550462
  nChanged 656
		SP:Iteration 10Q (40112.500000 sec): 3 clusters
  Score: Raw -2480681.399728 + Penalty 3276.204441 = -2477405.195287
  nChanged 439
		SP:Iteration 11Q (40112.800000 sec): 3 clusters
  Score: Raw -2480790.461947 + Penalty 3276.204441 = -2477514.257506
  nChanged 309
		SP:Iteration 12Q (40113.100000 sec): 3 clusters
  Score: Raw -2480861.875617 + Penalty 3276.204441 = -2477585.671176
  nChanged 265
		SP:Iteration 13Q (40113.420000 sec): 3 clusters
  Score: Raw -2480921.170978 + Penalty 3276.204441 = -2477644.966537
  nChanged 241
		SP:Iteration 14Q (40113.750000 sec): 3 clusters
  Score: Raw -2480970.074280 + Penalty 3276.204441 = -2477693.869839
  nChanged 206
		SP:Iteration 15Q (40114.060000 sec): 3 clusters
  Score: Raw -2481008.855619 + Penalty 3276.204441 = -2477732.651178
  nChanged 192
		SP:Iteration 16Q (40114.340000 sec): 3 clusters
  Score: Raw -2481046.206901 + Penalty 3276.204441 = -2477770.002460
  nChanged 163
		SP:Iteration 17Q (40114.650000 sec): 3 clusters
  Score: Raw -2481075.854196 + Penalty 3276.204441 = -2477799.649755
  nChanged 175
		SP:Iteration 18Q (40114.950000 sec): 3 clusters
  Score: Raw -2481113.485107 + Penalty 3276.204441 = -2477837.280666
  nChanged 194
		SP:Iteration 19Q (40115.290000 sec): 3 clusters
  Score: Raw -2481151.681154 + Penalty 3276.204441 = -2477875.476713
  nChanged 163
		SP:Iteration 20F (40115.610000 sec): 3 clusters
  Score: Raw -2481182.540435 + Penalty 3276.204441 = -2477906.335994
  nChanged 168
		SP:Iteration 21Q (40115.920000 sec): 3 clusters
  Score: Raw -2481213.713542 + Penalty 3276.204441 = -2477937.509101
  nChanged 142
		SP:Iteration 22Q (40116.210000 sec): 3 clusters
  Score: Raw -2481236.405299 + Penalty 3276.204441 = -2477960.200858
  nChanged 135
		SP:Iteration 23Q (40116.590000 sec): 3 clusters
  Score: Raw -2481258.420089 + Penalty 3276.204441 = -2477982.215648
  nChanged 119
		SP:Iteration 24Q (40116.910000 sec): 3 clusters
  Score: Raw -2481276.101818 + Penalty 3276.204441 = -2477999.897377
  nChanged 128
		SP:Iteration 25Q (40117.200000 sec): 3 clusters
  Score: Raw -2481294.508796 + Penalty 3276.204441 = -2478018.304355
  nChanged 98
		SP:Iteration 26Q (40117.460000 sec): 3 clusters
  Score: Raw -2481306.012669 + Penalty 3276.204441 = -2478029.808228
  nChanged 86
		SP:Iteration 27Q (40117.800000 sec): 3 clusters
  Score: Raw -2481317.229344 + Penalty 3276.204441 = -2478041.024903
  nChanged 85
		SP:Iteration 28Q (40118.110000 sec): 3 clusters
  Score: Raw -2481328.146053 + Penalty 3276.204441 = -2478051.941612
  nChanged 75
		SP:Iteration 29Q (40118.420000 sec): 3 clusters
  Score: Raw -2481336.875802 + Penalty 3276.204441 = -2478060.671361
  nChanged 67
		SP:Iteration 30Q (40118.790000 sec): 3 clusters
  Score: Raw -2481345.082956 + Penalty 3276.204441 = -2478068.878515
  nChanged 75
		SP:Iteration 31Q (40119.100000 sec): 3 clusters
  Score: Raw -2481355.865788 + Penalty 3276.204441 = -2478079.661347
  nChanged 78
		SP:Iteration 32Q (40119.390000 sec): 3 clusters
  Score: Raw -2481364.237767 + Penalty 3276.204441 = -2478088.033326
  nChanged 61
		SP:Iteration 33Q (40119.740000 sec): 3 clusters
  Score: Raw -2481370.843999 + Penalty 3276.204441 = -2478094.639558
  nChanged 76
		SP:Iteration 34Q (40120.050000 sec): 3 clusters
  Score: Raw -2481382.201603 + Penalty 3276.204441 = -2478105.997162
  nChanged 87
		SP:Iteration 35Q (40120.400000 sec): 3 clusters
  Score: Raw -2481395.185878 + Penalty 3276.204441 = -2478118.981437
  nChanged 84
		SP:Iteration 36Q (40120.690000 sec): 3 clusters
  Score: Raw -2481407.294170 + Penalty 3276.204441 = -2478131.089729
  nChanged 89
		SP:Iteration 37Q (40120.980000 sec): 3 clusters
  Score: Raw -2481418.570148 + Penalty 3276.204441 = -2478142.365707
  nChanged 80
		SP:Iteration 38Q (40121.260000 sec): 3 clusters
  Score: Raw -2481428.697320 + Penalty 3276.204441 = -2478152.492879
  nChanged 75
		SP:Iteration 39Q (40121.570000 sec): 3 clusters
  Score: Raw -2481437.570837 + Penalty 3276.204441 = -2478161.366396
  nChanged 72
		SP:Iteration 40F (40121.870000 sec): 3 clusters
  Score: Raw -2481445.720362 + Penalty 3276.204441 = -2478169.515921
  nChanged 73
		SP:Iteration 41Q (40122.150000 sec): 3 clusters
  Score: Raw -2481455.910542 + Penalty 3276.204441 = -2478179.706100
  nChanged 94
		SP:Iteration 42Q (40122.400000 sec): 3 clusters
  Score: Raw -2481466.530320 + Penalty 3276.204441 = -2478190.325879
  nChanged 74
		SP:Iteration 43Q (40122.690000 sec): 3 clusters
  Score: Raw -2481473.149037 + Penalty 3276.204441 = -2478196.944596
  nChanged 65
		SP:Iteration 44Q (40122.970000 sec): 3 clusters
  Score: Raw -2481480.206732 + Penalty 3276.204441 = -2478204.002291
  nChanged 66
		SP:Iteration 45Q (40123.290000 sec): 3 clusters
  Score: Raw -2481487.630930 + Penalty 3276.204441 = -2478211.426489
  nChanged 64
		SP:Iteration 46Q (40123.580000 sec): 3 clusters
  Score: Raw -2481495.093960 + Penalty 3276.204441 = -2478218.889519
  nChanged 67
		SP:Iteration 47Q (40123.880000 sec): 3 clusters
  Score: Raw -2481504.645610 + Penalty 3276.204441 = -2478228.441169
  nChanged 86
		SP:Iteration 48Q (40124.150000 sec): 3 clusters
  Score: Raw -2481519.417607 + Penalty 3276.204441 = -2478243.213166
  nChanged 89
		SP:Iteration 49Q (40124.440000 sec): 3 clusters
  Score: Raw -2481533.073380 + Penalty 3276.204441 = -2478256.868939
  nChanged 88
		SP:Iteration 50Q (40124.750000 sec): 3 clusters
  Score: Raw -2481543.608279 + Penalty 3276.204441 = -2478267.403838
  nChanged 73
		SP:Iteration 51Q (40125.010000 sec): 3 clusters
  Score: Raw -2481552.033518 + Penalty 3276.204441 = -2478275.829077
  nChanged 76
		SP:Iteration 52Q (40125.300000 sec): 3 clusters
  Score: Raw -2481561.504810 + Penalty 3276.204441 = -2478285.300369
  nChanged 71
		SP:Iteration 53Q (40125.600000 sec): 3 clusters
  Score: Raw -2481569.518726 + Penalty 3276.204441 = -2478293.314285
  nChanged 83
		SP:Iteration 54Q (40125.900000 sec): 3 clusters
  Score: Raw -2481579.936838 + Penalty 3276.204441 = -2478303.732397
  nChanged 76
		SP:Iteration 55Q (40126.220000 sec): 3 clusters
  Score: Raw -2481587.590736 + Penalty 3276.204441 = -2478311.386295
  nChanged 65
		SP:Iteration 56Q (40126.500000 sec): 3 clusters
  Score: Raw -2481594.121819 + Penalty 3276.204441 = -2478317.917378
  nChanged 60
		SP:Iteration 57Q (40126.800000 sec): 3 clusters
  Score: Raw -2481600.550467 + Penalty 3276.204441 = -2478324.346026
  nChanged 60
		SP:Iteration 58Q (40127.080000 sec): 3 clusters
  Score: Raw -2481607.554741 + Penalty 3276.204441 = -2478331.350300
  nChanged 66
		SP:Iteration 59Q (40127.380000 sec): 3 clusters
  Score: Raw -2481616.409963 + Penalty 3276.204441 = -2478340.205522
  nChanged 66
		SP:Iteration 60F (40127.700000 sec): 3 clusters
  Score: Raw -2481624.845506 + Penalty 3276.204441 = -2478348.641064
  nChanged 69
		SP:Iteration 61Q (40128.000000 sec): 3 clusters
  Score: Raw -2481633.952867 + Penalty 3276.204441 = -2478357.748426
  nChanged 80
		SP:Iteration 62Q (40128.260000 sec): 3 clusters
  Score: Raw -2481647.955001 + Penalty 3276.204441 = -2478371.750559
  nChanged 91
		SP:Iteration 63Q (40128.580000 sec): 3 clusters
  Score: Raw -2481664.297107 + Penalty 3276.204441 = -2478388.092666
  nChanged 110
		SP:Iteration 64Q (40128.880000 sec): 3 clusters
  Score: Raw -2481682.142499 + Penalty 3276.204441 = -2478405.938058
  nChanged 113
		SP:Iteration 65Q (40129.140000 sec): 3 clusters
  Score: Raw -2481700.268979 + Penalty 3276.204441 = -2478424.064538
  nChanged 113
		SP:Iteration 66Q (40129.460000 sec): 3 clusters
  Score: Raw -2481718.929500 + Penalty 3276.204441 = -2478442.725059
  nChanged 107
		SP:Iteration 67Q (40129.800000 sec): 3 clusters
  Score: Raw -2481732.889942 + Penalty 3276.204441 = -2478456.685501
  nChanged 95
		SP:Iteration 68Q (40130.110000 sec): 3 clusters
  Score: Raw -2481743.887296 + Penalty 3276.204441 = -2478467.682855
  nChanged 71
		SP:Iteration 69Q (40130.430000 sec): 3 clusters
  Score: Raw -2481751.078081 + Penalty 3276.204441 = -2478474.873640
  nChanged 71
		SP:Iteration 70Q (40130.730000 sec): 3 clusters
  Score: Raw -2481758.464943 + Penalty 3276.204441 = -2478482.260502
  nChanged 79
		SP:Iteration 71Q (40131.050000 sec): 3 clusters
  Score: Raw -2481768.473479 + Penalty 3276.204441 = -2478492.269037
  nChanged 84
		SP:Iteration 72Q (40131.350000 sec): 3 clusters
  Score: Raw -2481782.325928 + Penalty 3276.204441 = -2478506.121487
  nChanged 99
		SP:Iteration 73Q (40131.670000 sec): 3 clusters
  Score: Raw -2481799.432345 + Penalty 3276.204441 = -2478523.227904
  nChanged 110
		SP:Iteration 74Q (40132.000000 sec): 3 clusters
  Score: Raw -2481816.976087 + Penalty 3276.204441 = -2478540.771646
  nChanged 119
		SP:Iteration 75Q (40132.340000 sec): 3 clusters
  Score: Raw -2481837.139555 + Penalty 3276.204441 = -2478560.935114
  nChanged 118
		SP:Iteration 76Q (40132.600000 sec): 3 clusters
  Score: Raw -2481857.333417 + Penalty 3276.204441 = -2478581.128976
  nChanged 119
		SP:Iteration 77Q (40132.900000 sec): 3 clusters
  Score: Raw -2481876.695743 + Penalty 3276.204441 = -2478600.491302
  nChanged 112
		SP:Iteration 78Q (40133.210000 sec): 3 clusters
  Score: Raw -2481896.744066 + Penalty 3276.204441 = -2478620.539625
  nChanged 113
		SP:Iteration 79Q (40133.560000 sec): 3 clusters
  Score: Raw -2481914.863371 + Penalty 3276.204441 = -2478638.658930
  nChanged 113
		SP:Iteration 80F (40133.880000 sec): 3 clusters
  Score: Raw -2481931.763071 + Penalty 3276.204441 = -2478655.558630
  nChanged 90
		SP:Iteration 81Q (40134.170000 sec): 3 clusters
  Score: Raw -2481945.018517 + Penalty 3276.204441 = -2478668.814076
  nChanged 95
		SP:Iteration 82Q (40134.460000 sec): 3 clusters
  Score: Raw -2481958.173226 + Penalty 3276.204441 = -2478681.968785
  nChanged 87
		SP:Iteration 83Q (40134.730000 sec): 3 clusters
  Score: Raw -2481974.214457 + Penalty 3276.204441 = -2478698.010016
  nChanged 98
		SP:Iteration 84Q (40135.000000 sec): 3 clusters
  Score: Raw -2481990.205214 + Penalty 3276.204441 = -2478714.000773
  nChanged 100
		SP:Iteration 85Q (40135.300000 sec): 3 clusters
  Score: Raw -2482005.931866 + Penalty 3276.204441 = -2478729.727425
  nChanged 98
		SP:Iteration 86Q (40135.560000 sec): 3 clusters
  Score: Raw -2482023.069431 + Penalty 3276.204441 = -2478746.864990
  nChanged 112
		SP:Iteration 87Q (40135.830000 sec): 3 clusters
  Score: Raw -2482044.120607 + Penalty 3276.204441 = -2478767.916166
  nChanged 116
		SP:Iteration 88Q (40136.140000 sec): 3 clusters
  Score: Raw -2482066.275057 + Penalty 3276.204441 = -2478790.070616
  nChanged 124
		SP:Iteration 89Q (40136.420000 sec): 3 clusters
  Score: Raw -2482091.627426 + Penalty 3276.204441 = -2478815.422985
  nChanged 129
		SP:Iteration 90Q (40136.770000 sec): 3 clusters
  Score: Raw -2482117.920255 + Penalty 3276.204441 = -2478841.715814
  nChanged 141
		SP:Iteration 91Q (40137.060000 sec): 3 clusters
  Score: Raw -2482145.184781 + Penalty 3276.204441 = -2478868.980340
  nChanged 140
		SP:Iteration 92Q (40137.360000 sec): 3 clusters
  Score: Raw -2482176.778936 + Penalty 3276.204441 = -2478900.574495
  nChanged 147
		SP:Iteration 93Q (40137.680000 sec): 3 clusters
  Score: Raw -2482215.623295 + Penalty 3276.204441 = -2478939.418854
  nChanged 173
		SP:Iteration 94Q (40138.030000 sec): 3 clusters
  Score: Raw -2482267.242991 + Penalty 3276.204441 = -2478991.038550
  nChanged 176
		SP:Iteration 95Q (40138.330000 sec): 3 clusters
  Score: Raw -2482330.650291 + Penalty 3276.204441 = -2479054.445850
  nChanged 196
		SP:Iteration 96Q (40138.660000 sec): 3 clusters
  Score: Raw -2482402.520177 + Penalty 3276.204441 = -2479126.315736
  nChanged 222
		SP:Iteration 97Q (40138.980000 sec): 3 clusters
  Score: Raw -2482482.168431 + Penalty 3276.204441 = -2479205.963990
  nChanged 221
		SP:Iteration 98Q (40139.290000 sec): 3 clusters
  Score: Raw -2482562.942350 + Penalty 3276.204441 = -2479286.737909
  nChanged 221
		SP:Iteration 99Q (40139.630000 sec): 3 clusters
  Score: Raw -2482640.424592 + Penalty 3276.204441 = -2479364.220151
  nChanged 211
		SP:Iteration 100F (40139.910000 sec): 3 clusters
  Score: Raw -2482718.362115 + Penalty 3276.204441 = -2479442.157674
  nChanged 226
		SP:Iteration 101Q (40140.200000 sec): 3 clusters
  Score: Raw -2482809.561342 + Penalty 3276.204441 = -2479533.356901
  nChanged 225
		SP:Iteration 102Q (40140.490000 sec): 3 clusters
  Score: Raw -2482901.283279 + Penalty 3276.204441 = -2479625.078838
  nChanged 210
		SP:Iteration 103Q (40140.790000 sec): 3 clusters
  Score: Raw -2482981.253614 + Penalty 3276.204441 = -2479705.049173
  nChanged 182
		SP:Iteration 104Q (40141.060000 sec): 3 clusters
  Score: Raw -2483050.294838 + Penalty 3276.204441 = -2479774.090397
  nChanged 172
		SP:Iteration 105Q (40141.340000 sec): 3 clusters
  Score: Raw -2483115.531442 + Penalty 3276.204441 = -2479839.327001
  nChanged 158
		SP:Iteration 106Q (40141.620000 sec): 3 clusters
  Score: Raw -2483175.903368 + Penalty 3276.204441 = -2479899.698926
  nChanged 154
		SP:Iteration 107Q (40141.950000 sec): 3 clusters
  Score: Raw -2483238.734020 + Penalty 3276.204441 = -2479962.529579
  nChanged 158
		SP:Iteration 108Q (40142.180000 sec): 3 clusters
  Score: Raw -2483308.527306 + Penalty 3276.204441 = -2480032.322865
  nChanged 134
		SP:Iteration 109Q (40142.520000 sec): 3 clusters
  Score: Raw -2483367.414757 + Penalty 3276.204441 = -2480091.210316
  nChanged 112
		SP:Iteration 110Q (40142.840000 sec): 3 clusters
  Score: Raw -2483416.762638 + Penalty 3276.204441 = -2480140.558197
  nChanged 106
		SP:Iteration 111Q (40143.160000 sec): 3 clusters
  Score: Raw -2483461.323866 + Penalty 3276.204441 = -2480185.119425
  nChanged 102
		SP:Iteration 112Q (40143.500000 sec): 3 clusters
  Score: Raw -2483508.171987 + Penalty 3276.204441 = -2480231.967546
  nChanged 107
		SP:Iteration 113Q (40143.820000 sec): 3 clusters
  Score: Raw -2483556.379759 + Penalty 3276.204441 = -2480280.175318
  nChanged 103
		SP:Iteration 114Q (40144.110000 sec): 3 clusters
  Score: Raw -2483604.108725 + Penalty 3276.204441 = -2480327.904284
  nChanged 91
		SP:Iteration 115Q (40144.410000 sec): 3 clusters
  Score: Raw -2483645.693270 + Penalty 3276.204441 = -2480369.488829
  nChanged 67
		SP:Iteration 116Q (40144.720000 sec): 3 clusters
  Score: Raw -2483677.375457 + Penalty 3276.204441 = -2480401.171016
  nChanged 60
		SP:Iteration 117Q (40145.020000 sec): 3 clusters
  Score: Raw -2483707.620139 + Penalty 3276.204441 = -2480431.415698
  nChanged 72
		SP:Iteration 118Q (40145.330000 sec): 3 clusters
  Score: Raw -2483741.357410 + Penalty 3276.204441 = -2480465.152969
  nChanged 51
		SP:Iteration 119Q (40145.650000 sec): 3 clusters
  Score: Raw -2483769.501299 + Penalty 3276.204441 = -2480493.296858
  nChanged 59
		SP:Iteration 120F (40145.940000 sec): 3 clusters
  Score: Raw -2483801.480839 + Penalty 3276.204441 = -2480525.276398
  nChanged 50
		SP:Iteration 121Q (40146.230000 sec): 3 clusters
  Score: Raw -2483823.128926 + Penalty 3276.204441 = -2480546.924485
  nChanged 42
		SP:Iteration 122Q (40146.500000 sec): 3 clusters
  Score: Raw -2483839.497518 + Penalty 3276.204441 = -2480563.293077
  nChanged 31
		SP:Iteration 123Q (40146.760000 sec): 3 clusters
  Score: Raw -2483854.233933 + Penalty 3276.204441 = -2480578.029492
  nChanged 21
		SP:Iteration 124Q (40147.050000 sec): 3 clusters
  Score: Raw -2483862.674065 + Penalty 3276.204441 = -2480586.469624
  nChanged 23
		SP:Iteration 125Q (40147.360000 sec): 3 clusters
  Score: Raw -2483870.388730 + Penalty 3276.204441 = -2480594.184289
  nChanged 17
		SP:Iteration 126Q (40147.640000 sec): 3 clusters
  Score: Raw -2483875.644189 + Penalty 3276.204441 = -2480599.439748
  nChanged 11
		SP:Iteration 127Q (40147.940000 sec): 3 clusters
  Score: Raw -2483878.852669 + Penalty 3276.204441 = -2480602.648228
  nChanged 14
		SP:Iteration 128Q (40148.250000 sec): 3 clusters
  Score: Raw -2483884.190192 + Penalty 3276.204441 = -2480607.985751
  nChanged 14
		SP:Iteration 129Q (40148.560000 sec): 3 clusters
  Score: Raw -2483889.599326 + Penalty 3276.204441 = -2480613.394885
  nChanged 17
		SP:Iteration 130Q (40148.870000 sec): 3 clusters
  Score: Raw -2483895.193922 + Penalty 3276.204441 = -2480618.989481
  nChanged 9
		SP:Iteration 131Q (40149.170000 sec): 3 clusters
  Score: Raw -2483898.027937 + Penalty 3276.204441 = -2480621.823496
  nChanged 7
		SP:Iteration 132Q (40149.450000 sec): 3 clusters
  Score: Raw -2483900.221224 + Penalty 3276.204441 = -2480624.016783
  nChanged 1
		SP:Iteration 133Q (40149.730000 sec): 3 clusters
  Score: Raw -2483900.351474 + Penalty 3276.204441 = -2480624.147033
  nChanged 1
		SP:Iteration 134Q (40150.050000 sec): 3 clusters
  Score: Raw -2483900.752794 + Penalty 3276.204441 = -2480624.548353
  nChanged 1
		SP:Iteration 135Q (40150.380000 sec): 3 clusters
  Score: Raw -2483901.055522 + Penalty 3276.204441 = -2480624.851081
  nChanged 1
		SP:Iteration 136Q (40150.660000 sec): 3 clusters
  Score: Raw -2483901.350219 + Penalty 3276.204441 = -2480625.145778
  nChanged 1
		SP:Iteration 137Q (40150.950000 sec): 3 clusters
  Score: Raw -2483901.532790 + Penalty 3276.204441 = -2480625.328349
  nChanged 1
		SP:Iteration 138Q (40151.210000 sec): 3 clusters
  Score: Raw -2483901.677613 + Penalty 3276.204441 = -2480625.473172
  nChanged 0
		SP:Iteration 139F (40151.540000 sec): 3 clusters
  Score: Raw -2483901.677613 + Penalty 3276.204441 = -2480625.473172
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40151.650000 sec): 2 clusters
  Score: Raw -395212.124404 + Penalty 1352.072819 = -393860.051586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40151.910000 sec): 3 clusters
  Score: Raw -393168.727296 + Penalty 2704.145637 = -390464.581659
  nChanged 1657
		SP:Iteration 1F (40152.090000 sec): 3 clusters
  Score: Raw -394172.307537 + Penalty 2704.145637 = -391468.161900
  nChanged 364
		SP:Iteration 2F (40152.300000 sec): 3 clusters
  Score: Raw -394453.677798 + Penalty 2704.145637 = -391749.532161
  nChanged 299
		SP:Iteration 3F (40152.470000 sec): 3 clusters
  Score: Raw -394704.350365 + Penalty 2704.145637 = -392000.204728
  nChanged 249
		SP:Iteration 4F (40152.650000 sec): 3 clusters
  Score: Raw -394941.334964 + Penalty 2704.145637 = -392237.189327
  nChanged 229
		SP:Iteration 5F (40152.820000 sec): 3 clusters
  Score: Raw -395148.292727 + Penalty 2704.145637 = -392444.147090
  nChanged 202
		SP:Iteration 6Q (40153.010000 sec): 3 clusters
  Score: Raw -395326.357696 + Penalty 2704.145637 = -392622.212059
  nChanged 157
		SP:Iteration 7Q (40153.190000 sec): 3 clusters
  Score: Raw -395458.748873 + Penalty 2704.145637 = -392754.603236
  nChanged 123
		SP:Iteration 8Q (40153.430000 sec): 3 clusters
  Score: Raw -395563.262572 + Penalty 2704.145637 = -392859.116935
  nChanged 92
		SP:Iteration 9Q (40153.650000 sec): 3 clusters
  Score: Raw -395629.268760 + Penalty 2704.145637 = -392925.123123
  nChanged 57
		SP:Iteration 10Q (40153.840000 sec): 3 clusters
  Score: Raw -395666.251528 + Penalty 2704.145637 = -392962.105891
  nChanged 53
		SP:Iteration 11Q (40154.040000 sec): 3 clusters
  Score: Raw -395699.171226 + Penalty 2704.145637 = -392995.025589
  nChanged 46
		SP:Iteration 12Q (40154.250000 sec): 3 clusters
  Score: Raw -395726.550437 + Penalty 2704.145637 = -393022.404800
  nChanged 42
		SP:Iteration 13Q (40154.470000 sec): 3 clusters
  Score: Raw -395753.225388 + Penalty 2704.145637 = -393049.079751
  nChanged 31
		SP:Iteration 14Q (40154.700000 sec): 3 clusters
  Score: Raw -395773.535197 + Penalty 2704.145637 = -393069.389560
  nChanged 29
		SP:Iteration 15Q (40154.890000 sec): 3 clusters
  Score: Raw -395795.902876 + Penalty 2704.145637 = -393091.757239
  nChanged 40
		SP:Iteration 16Q (40155.120000 sec): 3 clusters
  Score: Raw -395833.977177 + Penalty 2704.145637 = -393129.831540
  nChanged 45
		SP:Iteration 17Q (40155.350000 sec): 3 clusters
  Score: Raw -395877.651572 + Penalty 2704.145637 = -393173.505935
  nChanged 51
		SP:Iteration 18Q (40155.510000 sec): 3 clusters
  Score: Raw -395916.529580 + Penalty 2704.145637 = -393212.383943
  nChanged 40
		SP:Iteration 19Q (40155.750000 sec): 3 clusters
  Score: Raw -395939.827131 + Penalty 2704.145637 = -393235.681494
  nChanged 34
		SP:Iteration 20F (40155.890000 sec): 3 clusters
  Score: Raw -395961.661358 + Penalty 2704.145637 = -393257.515720
  nChanged 26
		SP:Iteration 21Q (40156.070000 sec): 3 clusters
  Score: Raw -395975.289738 + Penalty 2704.145637 = -393271.144101
  nChanged 24
		SP:Iteration 22Q (40156.240000 sec): 3 clusters
  Score: Raw -395986.088473 + Penalty 2704.145637 = -393281.942836
  nChanged 21
		SP:Iteration 23Q (40156.420000 sec): 3 clusters
  Score: Raw -395996.317790 + Penalty 2704.145637 = -393292.172153
  nChanged 13
		SP:Iteration 24Q (40156.600000 sec): 3 clusters
  Score: Raw -395999.962854 + Penalty 2704.145637 = -393295.817217
  nChanged 7
		SP:Iteration 25Q (40156.800000 sec): 3 clusters
  Score: Raw -396001.715250 + Penalty 2704.145637 = -393297.569613
  nChanged 1
		SP:Iteration 26Q (40157.030000 sec): 3 clusters
  Score: Raw -396001.991263 + Penalty 2704.145637 = -393297.845626
  nChanged 0
		SP:Iteration 27F (40157.210000 sec): 3 clusters
  Score: Raw -396001.991263 + Penalty 2704.145637 = -393297.845626
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40157.400000 sec): 2 clusters
  Score: Raw -2161287.429755 + Penalty 1612.924505 = -2159674.505250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40157.740000 sec): 3 clusters
  Score: Raw -2148997.446242 + Penalty 3225.849010 = -2145771.597233
  nChanged 9211
		SP:Iteration 1F (40158.020000 sec): 3 clusters
  Score: Raw -2153983.402357 + Penalty 3225.849010 = -2150757.553348
  nChanged 929
		SP:Iteration 2Q (40158.360000 sec): 3 clusters
  Score: Raw -2154275.103040 + Penalty 3225.849010 = -2151049.254031
  nChanged 862
		SP:Iteration 3Q (40158.620000 sec): 3 clusters
  Score: Raw -2154549.127527 + Penalty 3225.849010 = -2151323.278518
  nChanged 756
		SP:Iteration 4Q (40158.930000 sec): 3 clusters
  Score: Raw -2154782.338520 + Penalty 3225.849010 = -2151556.489510
  nChanged 683
		SP:Iteration 5Q (40159.210000 sec): 3 clusters
  Score: Raw -2155006.995346 + Penalty 3225.849010 = -2151781.146336
  nChanged 748
		SP:Iteration 6Q (40159.510000 sec): 3 clusters
  Score: Raw -2155294.135016 + Penalty 3225.849010 = -2152068.286006
  nChanged 875
		SP:Iteration 7Q (40159.870000 sec): 3 clusters
  Score: Raw -2155700.003367 + Penalty 3225.849010 = -2152474.154357
  nChanged 1077
		SP:Iteration 8F (40160.170000 sec): 3 clusters
  Score: Raw -2156332.369596 + Penalty 3225.849010 = -2153106.520587
  nChanged 1293
		SP:Iteration 9F (40160.510000 sec): 3 clusters
  Score: Raw -2157265.204324 + Penalty 3225.849010 = -2154039.355315
  nChanged 1424
		SP:Iteration 10F (40160.860000 sec): 3 clusters
  Score: Raw -2158440.721843 + Penalty 3225.849010 = -2155214.872833
  nChanged 1298
		SP:Iteration 11F (40161.110000 sec): 3 clusters
  Score: Raw -2159610.033577 + Penalty 3225.849010 = -2156384.184567
  nChanged 933
		SP:Iteration 12Q (40161.440000 sec): 3 clusters
  Score: Raw -2160474.076058 + Penalty 3225.849010 = -2157248.227048
  nChanged 545
		SP:Iteration 13Q (40161.710000 sec): 3 clusters
  Score: Raw -2160973.846900 + Penalty 3225.849010 = -2157747.997891
  nChanged 249
		SP:Iteration 14Q (40161.990000 sec): 3 clusters
  Score: Raw -2161213.918520 + Penalty 3225.849010 = -2157988.069511
  nChanged 111
		SP:Iteration 15Q (40162.280000 sec): 3 clusters
  Score: Raw -2161331.966980 + Penalty 3225.849010 = -2158106.117971
  nChanged 44
		SP:Iteration 16Q (40162.570000 sec): 3 clusters
  Score: Raw -2161391.565115 + Penalty 3225.849010 = -2158165.716105
  nChanged 30
		SP:Iteration 17Q (40162.920000 sec): 3 clusters
  Score: Raw -2161429.888758 + Penalty 3225.849010 = -2158204.039748
  nChanged 20
		SP:Iteration 18Q (40163.140000 sec): 3 clusters
  Score: Raw -2161448.640016 + Penalty 3225.849010 = -2158222.791006
  nChanged 10
		SP:Iteration 19Q (40163.440000 sec): 3 clusters
  Score: Raw -2161460.098611 + Penalty 3225.849010 = -2158234.249601
  nChanged 7
		SP:Iteration 20F (40163.740000 sec): 3 clusters
  Score: Raw -2161467.942944 + Penalty 3225.849010 = -2158242.093935
  nChanged 4
		SP:Iteration 21Q (40164.050000 sec): 3 clusters
  Score: Raw -2161475.636797 + Penalty 3225.849010 = -2158249.787787
  nChanged 4
		SP:Iteration 22Q (40164.370000 sec): 3 clusters
  Score: Raw -2161479.147590 + Penalty 3225.849010 = -2158253.298580
  nChanged 5
		SP:Iteration 23Q (40164.690000 sec): 3 clusters
  Score: Raw -2161484.275659 + Penalty 3225.849010 = -2158258.426649
  nChanged 4
		SP:Iteration 24Q (40164.920000 sec): 3 clusters
  Score: Raw -2161487.559133 + Penalty 3225.849010 = -2158261.710123
  nChanged 1
		SP:Iteration 25Q (40165.270000 sec): 3 clusters
  Score: Raw -2161490.592435 + Penalty 3225.849010 = -2158264.743426
  nChanged 3
		SP:Iteration 26Q (40165.550000 sec): 3 clusters
  Score: Raw -2161493.546855 + Penalty 3225.849010 = -2158267.697845
  nChanged 6
		SP:Iteration 27Q (40165.810000 sec): 3 clusters
  Score: Raw -2161501.802819 + Penalty 3225.849010 = -2158275.953809
  nChanged 7
		SP:Iteration 28Q (40166.080000 sec): 3 clusters
  Score: Raw -2161507.313632 + Penalty 3225.849010 = -2158281.464622
  nChanged 1
		SP:Iteration 29Q (40166.360000 sec): 3 clusters
  Score: Raw -2161508.292155 + Penalty 3225.849010 = -2158282.443146
  nChanged 1
		SP:Iteration 30Q (40166.700000 sec): 3 clusters
  Score: Raw -2161508.887068 + Penalty 3225.849010 = -2158283.038059
  nChanged 1
		SP:Iteration 31Q (40166.960000 sec): 3 clusters
  Score: Raw -2161510.712179 + Penalty 3225.849010 = -2158284.863169
  nChanged 0
		SP:Iteration 32F (40167.270000 sec): 3 clusters
  Score: Raw -2161510.712179 + Penalty 3225.849010 = -2158284.863169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40167.870000 sec): 2 clusters
  Score: Raw -10971609.503587 + Penalty 1874.516960 = -10969734.986627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40168.580000 sec): 3 clusters
  Score: Raw -10904972.244408 + Penalty 3749.033920 = -10901223.210489
  nChanged 48905
		SP:Iteration 1F (40169.240000 sec): 3 clusters
  Score: Raw -10934587.482685 + Penalty 3749.033920 = -10930838.448765
  nChanged 5094
		SP:Iteration 2Q (40170.000000 sec): 3 clusters
  Score: Raw -10936629.764454 + Penalty 3749.033920 = -10932880.730534
  nChanged 6174
		SP:Iteration 3F (40170.720000 sec): 3 clusters
  Score: Raw -10939703.046382 + Penalty 3749.033920 = -10935954.012463
  nChanged 7049
		SP:Iteration 4F (40171.400000 sec): 3 clusters
  Score: Raw -10943864.825235 + Penalty 3749.033920 = -10940115.791316
  nChanged 7310
		SP:Iteration 5F (40172.020000 sec): 3 clusters
  Score: Raw -10948660.032718 + Penalty 3749.033920 = -10944910.998799
  nChanged 6903
		SP:Iteration 6F (40172.670000 sec): 3 clusters
  Score: Raw -10953700.493226 + Penalty 3749.033920 = -10949951.459306
  nChanged 6012
		SP:Iteration 7F (40173.360000 sec): 3 clusters
  Score: Raw -10958676.018033 + Penalty 3749.033920 = -10954926.984114
  nChanged 4979
		SP:Iteration 8Q (40174.060000 sec): 3 clusters
  Score: Raw -10963284.135842 + Penalty 3749.033920 = -10959535.101922
  nChanged 3581
		SP:Iteration 9Q (40174.750000 sec): 3 clusters
  Score: Raw -10966764.285469 + Penalty 3749.033920 = -10963015.251549
  nChanged 2142
		SP:Iteration 10Q (40175.350000 sec): 3 clusters
  Score: Raw -10968866.855122 + Penalty 3749.033920 = -10965117.821202
  nChanged 1300
		SP:Iteration 11Q (40176.000000 sec): 3 clusters
  Score: Raw -10970079.885301 + Penalty 3749.033920 = -10966330.851381
  nChanged 829
		SP:Iteration 12Q (40176.630000 sec): 3 clusters
  Score: Raw -10970756.069886 + Penalty 3749.033920 = -10967007.035967
  nChanged 583
		SP:Iteration 13Q (40177.280000 sec): 3 clusters
  Score: Raw -10971164.660293 + Penalty 3749.033920 = -10967415.626373
  nChanged 412
		SP:Iteration 14Q (40177.840000 sec): 3 clusters
  Score: Raw -10971430.979483 + Penalty 3749.033920 = -10967681.945564
  nChanged 298
		SP:Iteration 15Q (40178.480000 sec): 3 clusters
  Score: Raw -10971596.618993 + Penalty 3749.033920 = -10967847.585073
  nChanged 221
		SP:Iteration 16Q (40179.160000 sec): 3 clusters
  Score: Raw -10971702.770281 + Penalty 3749.033920 = -10967953.736361
  nChanged 184
		SP:Iteration 17Q (40179.780000 sec): 3 clusters
  Score: Raw -10971781.043262 + Penalty 3749.033920 = -10968032.009342
  nChanged 144
		SP:Iteration 18Q (40180.500000 sec): 3 clusters
  Score: Raw -10971841.274528 + Penalty 3749.033920 = -10968092.240609
  nChanged 116
		SP:Iteration 19Q (40181.110000 sec): 3 clusters
  Score: Raw -10971884.913683 + Penalty 3749.033920 = -10968135.879763
  nChanged 91
		SP:Iteration 20F (40181.770000 sec): 3 clusters
  Score: Raw -10971918.544808 + Penalty 3749.033920 = -10968169.510889
  nChanged 70
		SP:Iteration 21Q (40182.440000 sec): 3 clusters
  Score: Raw -10971943.486807 + Penalty 3749.033920 = -10968194.452888
  nChanged 69
		SP:Iteration 22Q (40183.080000 sec): 3 clusters
  Score: Raw -10971967.277823 + Penalty 3749.033920 = -10968218.243903
  nChanged 56
		SP:Iteration 23Q (40183.680000 sec): 3 clusters
  Score: Raw -10971981.533355 + Penalty 3749.033920 = -10968232.499436
  nChanged 34
		SP:Iteration 24Q (40184.280000 sec): 3 clusters
  Score: Raw -10971992.256360 + Penalty 3749.033920 = -10968243.222441
  nChanged 36
		SP:Iteration 25Q (40184.890000 sec): 3 clusters
  Score: Raw -10972002.234322 + Penalty 3749.033920 = -10968253.200403
  nChanged 39
		SP:Iteration 26Q (40185.440000 sec): 3 clusters
  Score: Raw -10972012.938775 + Penalty 3749.033920 = -10968263.904855
  nChanged 31
		SP:Iteration 27Q (40185.960000 sec): 3 clusters
  Score: Raw -10972021.507792 + Penalty 3749.033920 = -10968272.473873
  nChanged 26
		SP:Iteration 28Q (40186.420000 sec): 3 clusters
  Score: Raw -10972028.515830 + Penalty 3749.033920 = -10968279.481910
  nChanged 23
		SP:Iteration 29Q (40186.960000 sec): 3 clusters
  Score: Raw -10972033.892351 + Penalty 3749.033920 = -10968284.858431
  nChanged 16
		SP:Iteration 30Q (40187.580000 sec): 3 clusters
  Score: Raw -10972038.007462 + Penalty 3749.033920 = -10968288.973542
  nChanged 18
		SP:Iteration 31Q (40188.210000 sec): 3 clusters
  Score: Raw -10972042.033280 + Penalty 3749.033920 = -10968292.999361
  nChanged 15
		SP:Iteration 32Q (40188.800000 sec): 3 clusters
  Score: Raw -10972045.777601 + Penalty 3749.033920 = -10968296.743682
  nChanged 17
		SP:Iteration 33Q (40189.400000 sec): 3 clusters
  Score: Raw -10972048.901435 + Penalty 3749.033920 = -10968299.867515
  nChanged 14
		SP:Iteration 34Q (40189.980000 sec): 3 clusters
  Score: Raw -10972051.443681 + Penalty 3749.033920 = -10968302.409761
  nChanged 10
		SP:Iteration 35Q (40190.560000 sec): 3 clusters
  Score: Raw -10972053.787073 + Penalty 3749.033920 = -10968304.753153
  nChanged 9
		SP:Iteration 36Q (40191.160000 sec): 3 clusters
  Score: Raw -10972055.708994 + Penalty 3749.033920 = -10968306.675075
  nChanged 5
		SP:Iteration 37Q (40191.770000 sec): 3 clusters
  Score: Raw -10972056.855606 + Penalty 3749.033920 = -10968307.821687
  nChanged 6
		SP:Iteration 38Q (40192.350000 sec): 3 clusters
  Score: Raw -10972057.800444 + Penalty 3749.033920 = -10968308.766525
  nChanged 6
		SP:Iteration 39Q (40192.920000 sec): 3 clusters
  Score: Raw -10972058.751911 + Penalty 3749.033920 = -10968309.717991
  nChanged 7
		SP:Iteration 40F (40193.590000 sec): 3 clusters
  Score: Raw -10972060.062264 + Penalty 3749.033920 = -10968311.028344
  nChanged 4
		SP:Iteration 41Q (40194.230000 sec): 3 clusters
  Score: Raw -10972060.810621 + Penalty 3749.033920 = -10968311.776701
  nChanged 3
		SP:Iteration 42Q (40194.860000 sec): 3 clusters
  Score: Raw -10972061.225374 + Penalty 3749.033920 = -10968312.191454
  nChanged 2
		SP:Iteration 43Q (40195.490000 sec): 3 clusters
  Score: Raw -10972061.555975 + Penalty 3749.033920 = -10968312.522055
  nChanged 1
		SP:Iteration 44Q (40196.170000 sec): 3 clusters
  Score: Raw -10972061.679827 + Penalty 3749.033920 = -10968312.645907
  nChanged 1
		SP:Iteration 45Q (40196.860000 sec): 3 clusters
  Score: Raw -10972061.913515 + Penalty 3749.033920 = -10968312.879596
  nChanged 3
		SP:Iteration 46Q (40197.530000 sec): 3 clusters
  Score: Raw -10972062.432650 + Penalty 3749.033920 = -10968313.398730
  nChanged 1
		SP:Iteration 47Q (40198.220000 sec): 3 clusters
  Score: Raw -10972062.676488 + Penalty 3749.033920 = -10968313.642568
  nChanged 1
		SP:Iteration 48Q (40198.880000 sec): 3 clusters
  Score: Raw -10972062.747564 + Penalty 3749.033920 = -10968313.713644
  nChanged 0
		SP:Iteration 49F (40199.560000 sec): 3 clusters
  Score: Raw -10972062.747564 + Penalty 3749.033920 = -10968313.713644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40199.720000 sec): 2 clusters
  Score: Raw -940141.254089 + Penalty 1480.009990 = -938661.244099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40199.990000 sec): 3 clusters
  Score: Raw -935076.097013 + Penalty 2960.019980 = -932116.077034
  nChanged 3930
		SP:Iteration 1F (40200.180000 sec): 3 clusters
  Score: Raw -937218.253321 + Penalty 2960.019980 = -934258.233342
  nChanged 534
		SP:Iteration 2F (40200.410000 sec): 3 clusters
  Score: Raw -937424.858232 + Penalty 2960.019980 = -934464.838252
  nChanged 395
		SP:Iteration 3Q (40200.620000 sec): 3 clusters
  Score: Raw -937585.787262 + Penalty 2960.019980 = -934625.767282
  nChanged 344
		SP:Iteration 4Q (40200.860000 sec): 3 clusters
  Score: Raw -937731.593696 + Penalty 2960.019980 = -934771.573716
  nChanged 302
		SP:Iteration 5Q (40201.070000 sec): 3 clusters
  Score: Raw -937858.789776 + Penalty 2960.019980 = -934898.769796
  nChanged 312
		SP:Iteration 6Q (40201.300000 sec): 3 clusters
  Score: Raw -937986.511292 + Penalty 2960.019980 = -935026.491312
  nChanged 272
		SP:Iteration 7Q (40201.520000 sec): 3 clusters
  Score: Raw -938098.385616 + Penalty 2960.019980 = -935138.365636
  nChanged 270
		SP:Iteration 8Q (40201.730000 sec): 3 clusters
  Score: Raw -938217.298527 + Penalty 2960.019980 = -935257.278547
  nChanged 276
		SP:Iteration 9Q (40201.920000 sec): 3 clusters
  Score: Raw -938334.416932 + Penalty 2960.019980 = -935374.396952
  nChanged 266
		SP:Iteration 10Q (40202.140000 sec): 3 clusters
  Score: Raw -938465.699165 + Penalty 2960.019980 = -935505.679186
  nChanged 292
		SP:Iteration 11Q (40202.350000 sec): 3 clusters
  Score: Raw -938597.889993 + Penalty 2960.019980 = -935637.870014
  nChanged 285
		SP:Iteration 12Q (40202.600000 sec): 3 clusters
  Score: Raw -938750.944645 + Penalty 2960.019980 = -935790.924665
  nChanged 344
		SP:Iteration 13Q (40202.840000 sec): 3 clusters
  Score: Raw -938955.143213 + Penalty 2960.019980 = -935995.123233
  nChanged 360
		SP:Iteration 14Q (40203.020000 sec): 3 clusters
  Score: Raw -939175.494921 + Penalty 2960.019980 = -936215.474941
  nChanged 306
		SP:Iteration 15Q (40203.250000 sec): 3 clusters
  Score: Raw -939376.890737 + Penalty 2960.019980 = -936416.870757
  nChanged 294
		SP:Iteration 16Q (40203.510000 sec): 3 clusters
  Score: Raw -939586.541538 + Penalty 2960.019980 = -936626.521558
  nChanged 249
		SP:Iteration 17Q (40203.740000 sec): 3 clusters
  Score: Raw -939765.976760 + Penalty 2960.019980 = -936805.956780
  nChanged 198
		SP:Iteration 18Q (40203.990000 sec): 3 clusters
  Score: Raw -939909.101073 + Penalty 2960.019980 = -936949.081093
  nChanged 140
		SP:Iteration 19Q (40204.180000 sec): 3 clusters
  Score: Raw -940009.542861 + Penalty 2960.019980 = -937049.522881
  nChanged 105
		SP:Iteration 20F (40204.410000 sec): 3 clusters
  Score: Raw -940087.250948 + Penalty 2960.019980 = -937127.230969
  nChanged 80
		SP:Iteration 21Q (40204.610000 sec): 3 clusters
  Score: Raw -940145.263509 + Penalty 2960.019980 = -937185.243529
  nChanged 65
		SP:Iteration 22Q (40204.820000 sec): 3 clusters
  Score: Raw -940199.160022 + Penalty 2960.019980 = -937239.140042
  nChanged 52
		SP:Iteration 23Q (40205.060000 sec): 3 clusters
  Score: Raw -940250.297704 + Penalty 2960.019980 = -937290.277725
  nChanged 30
		SP:Iteration 24Q (40205.250000 sec): 3 clusters
  Score: Raw -940276.631844 + Penalty 2960.019980 = -937316.611864
  nChanged 23
		SP:Iteration 25Q (40205.440000 sec): 3 clusters
  Score: Raw -940296.658690 + Penalty 2960.019980 = -937336.638711
  nChanged 12
		SP:Iteration 26Q (40205.670000 sec): 3 clusters
  Score: Raw -940305.475402 + Penalty 2960.019980 = -937345.455423
  nChanged 7
		SP:Iteration 27Q (40205.960000 sec): 3 clusters
  Score: Raw -940310.013424 + Penalty 2960.019980 = -937349.993445
  nChanged 5
		SP:Iteration 28Q (40206.200000 sec): 3 clusters
  Score: Raw -940312.201639 + Penalty 2960.019980 = -937352.181659
  nChanged 2
		SP:Iteration 29Q (40206.400000 sec): 3 clusters
  Score: Raw -940314.277042 + Penalty 2960.019980 = -937354.257063
  nChanged 5
		SP:Iteration 30Q (40206.620000 sec): 3 clusters
  Score: Raw -940316.807229 + Penalty 2960.019980 = -937356.787249
  nChanged 2
		SP:Iteration 31Q (40206.850000 sec): 3 clusters
  Score: Raw -940318.364112 + Penalty 2960.019980 = -937358.344133
  nChanged 3
		SP:Iteration 32Q (40207.080000 sec): 3 clusters
  Score: Raw -940322.406371 + Penalty 2960.019980 = -937362.386391
  nChanged 5
		SP:Iteration 33Q (40207.240000 sec): 3 clusters
  Score: Raw -940328.489575 + Penalty 2960.019980 = -937368.469595
  nChanged 3
		SP:Iteration 34Q (40207.480000 sec): 3 clusters
  Score: Raw -940331.573949 + Penalty 2960.019980 = -937371.553969
  nChanged 1
		SP:Iteration 35Q (40207.690000 sec): 3 clusters
  Score: Raw -940332.497067 + Penalty 2960.019980 = -937372.477087
  nChanged 2
		SP:Iteration 36Q (40207.860000 sec): 3 clusters
  Score: Raw -940334.292328 + Penalty 2960.019980 = -937374.272348
  nChanged 5
		SP:Iteration 37Q (40208.090000 sec): 3 clusters
  Score: Raw -940338.594471 + Penalty 2960.019980 = -937378.574491
  nChanged 6
		SP:Iteration 38Q (40208.350000 sec): 3 clusters
  Score: Raw -940346.273396 + Penalty 2960.019980 = -937386.253416
  nChanged 10
		SP:Iteration 39Q (40208.570000 sec): 3 clusters
  Score: Raw -940359.259480 + Penalty 2960.019980 = -937399.239501
  nChanged 6
		SP:Iteration 40F (40208.780000 sec): 3 clusters
  Score: Raw -940364.872896 + Penalty 2960.019980 = -937404.852917
  nChanged 3
		SP:Iteration 41Q (40208.990000 sec): 3 clusters
  Score: Raw -940366.612313 + Penalty 2960.019980 = -937406.592334
  nChanged 2
		SP:Iteration 42Q (40209.190000 sec): 3 clusters
  Score: Raw -940368.585729 + Penalty 2960.019980 = -937408.565750
  nChanged 0
		SP:Iteration 43F (40209.400000 sec): 3 clusters
  Score: Raw -940368.585729 + Penalty 2960.019980 = -937408.565750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40209.850000 sec): 2 clusters
  Score: Raw -7475567.001644 + Penalty 1818.166628 = -7473748.835016
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40210.360000 sec): 3 clusters
  Score: Raw -7429113.776857 + Penalty 3636.333256 = -7425477.443601
  nChanged 34314
		SP:Iteration 1F (40210.860000 sec): 3 clusters
  Score: Raw -7448911.570496 + Penalty 3636.333256 = -7445275.237240
  nChanged 2944
		SP:Iteration 2Q (40211.390000 sec): 3 clusters
  Score: Raw -7449876.954032 + Penalty 3636.333256 = -7446240.620776
  nChanged 3484
		SP:Iteration 3Q (40211.950000 sec): 3 clusters
  Score: Raw -7451325.066361 + Penalty 3636.333256 = -7447688.733105
  nChanged 4328
		SP:Iteration 4F (40212.410000 sec): 3 clusters
  Score: Raw -7453624.511667 + Penalty 3636.333256 = -7449988.178411
  nChanged 5335
		SP:Iteration 5F (40212.890000 sec): 3 clusters
  Score: Raw -7457203.550897 + Penalty 3636.333256 = -7453567.217641
  nChanged 5883
		SP:Iteration 6F (40213.410000 sec): 3 clusters
  Score: Raw -7461999.132498 + Penalty 3636.333256 = -7458362.799242
  nChanged 5610
		SP:Iteration 7F (40213.950000 sec): 3 clusters
  Score: Raw -7467096.127648 + Penalty 3636.333256 = -7463459.794392
  nChanged 4190
		SP:Iteration 8F (40214.480000 sec): 3 clusters
  Score: Raw -7471246.329911 + Penalty 3636.333256 = -7467609.996655
  nChanged 2409
		SP:Iteration 9Q (40215.030000 sec): 3 clusters
  Score: Raw -7473945.238826 + Penalty 3636.333256 = -7470308.905570
  nChanged 966
		SP:Iteration 10Q (40215.510000 sec): 3 clusters
  Score: Raw -7475163.365908 + Penalty 3636.333256 = -7471527.032652
  nChanged 495
		SP:Iteration 11Q (40216.000000 sec): 3 clusters
  Score: Raw -7475651.783686 + Penalty 3636.333256 = -7472015.450429
  nChanged 337
		SP:Iteration 12Q (40216.520000 sec): 3 clusters
  Score: Raw -7475895.877454 + Penalty 3636.333256 = -7472259.544198
  nChanged 198
		SP:Iteration 13Q (40217.010000 sec): 3 clusters
  Score: Raw -7476006.270289 + Penalty 3636.333256 = -7472369.937033
  nChanged 139
		SP:Iteration 14Q (40217.450000 sec): 3 clusters
  Score: Raw -7476068.185030 + Penalty 3636.333256 = -7472431.851774
  nChanged 98
		SP:Iteration 15Q (40217.950000 sec): 3 clusters
  Score: Raw -7476105.933619 + Penalty 3636.333256 = -7472469.600363
  nChanged 70
		SP:Iteration 16Q (40218.430000 sec): 3 clusters
  Score: Raw -7476131.004969 + Penalty 3636.333256 = -7472494.671713
  nChanged 50
		SP:Iteration 17Q (40218.960000 sec): 3 clusters
  Score: Raw -7476146.939450 + Penalty 3636.333256 = -7472510.606194
  nChanged 39
		SP:Iteration 18Q (40219.460000 sec): 3 clusters
  Score: Raw -7476157.566150 + Penalty 3636.333256 = -7472521.232894
  nChanged 35
		SP:Iteration 19Q (40220.000000 sec): 3 clusters
  Score: Raw -7476165.446450 + Penalty 3636.333256 = -7472529.113194
  nChanged 26
		SP:Iteration 20F (40220.540000 sec): 3 clusters
  Score: Raw -7476171.725342 + Penalty 3636.333256 = -7472535.392085
  nChanged 19
		SP:Iteration 21Q (40221.050000 sec): 3 clusters
  Score: Raw -7476175.399979 + Penalty 3636.333256 = -7472539.066723
  nChanged 7
		SP:Iteration 22Q (40221.530000 sec): 3 clusters
  Score: Raw -7476176.923651 + Penalty 3636.333256 = -7472540.590395
  nChanged 8
		SP:Iteration 23Q (40222.010000 sec): 3 clusters
  Score: Raw -7476178.295140 + Penalty 3636.333256 = -7472541.961884
  nChanged 5
		SP:Iteration 24Q (40222.470000 sec): 3 clusters
  Score: Raw -7476179.600369 + Penalty 3636.333256 = -7472543.267113
  nChanged 11
		SP:Iteration 25Q (40222.910000 sec): 3 clusters
  Score: Raw -7476182.356351 + Penalty 3636.333256 = -7472546.023094
  nChanged 12
		SP:Iteration 26Q (40223.360000 sec): 3 clusters
  Score: Raw -7476186.889302 + Penalty 3636.333256 = -7472550.556046
  nChanged 22
		SP:Iteration 27Q (40223.860000 sec): 3 clusters
  Score: Raw -7476193.582431 + Penalty 3636.333256 = -7472557.249175
  nChanged 17
		SP:Iteration 28Q (40224.420000 sec): 3 clusters
  Score: Raw -7476197.498957 + Penalty 3636.333256 = -7472561.165701
  nChanged 15
		SP:Iteration 29Q (40224.920000 sec): 3 clusters
  Score: Raw -7476201.510714 + Penalty 3636.333256 = -7472565.177457
  nChanged 20
		SP:Iteration 30Q (40225.450000 sec): 3 clusters
  Score: Raw -7476207.041541 + Penalty 3636.333256 = -7472570.708284
  nChanged 16
		SP:Iteration 31Q (40225.920000 sec): 3 clusters
  Score: Raw -7476211.208150 + Penalty 3636.333256 = -7472574.874894
  nChanged 16
		SP:Iteration 32Q (40226.380000 sec): 3 clusters
  Score: Raw -7476216.422788 + Penalty 3636.333256 = -7472580.089532
  nChanged 18
		SP:Iteration 33Q (40226.880000 sec): 3 clusters
  Score: Raw -7476221.298670 + Penalty 3636.333256 = -7472584.965414
  nChanged 12
		SP:Iteration 34Q (40227.350000 sec): 3 clusters
  Score: Raw -7476223.423440 + Penalty 3636.333256 = -7472587.090184
  nChanged 8
		SP:Iteration 35Q (40227.830000 sec): 3 clusters
  Score: Raw -7476225.708516 + Penalty 3636.333256 = -7472589.375260
  nChanged 11
		SP:Iteration 36Q (40228.290000 sec): 3 clusters
  Score: Raw -7476228.310456 + Penalty 3636.333256 = -7472591.977200
  nChanged 8
		SP:Iteration 37Q (40228.770000 sec): 3 clusters
  Score: Raw -7476230.130493 + Penalty 3636.333256 = -7472593.797236
  nChanged 12
		SP:Iteration 38Q (40229.320000 sec): 3 clusters
  Score: Raw -7476232.967933 + Penalty 3636.333256 = -7472596.634677
  nChanged 7
		SP:Iteration 39Q (40229.830000 sec): 3 clusters
  Score: Raw -7476235.260347 + Penalty 3636.333256 = -7472598.927091
  nChanged 15
		SP:Iteration 40F (40230.340000 sec): 3 clusters
  Score: Raw -7476240.627147 + Penalty 3636.333256 = -7472604.293891
  nChanged 14
		SP:Iteration 41Q (40230.830000 sec): 3 clusters
  Score: Raw -7476244.821115 + Penalty 3636.333256 = -7472608.487859
  nChanged 11
		SP:Iteration 42Q (40231.330000 sec): 3 clusters
  Score: Raw -7476247.847143 + Penalty 3636.333256 = -7472611.513887
  nChanged 15
		SP:Iteration 43Q (40231.810000 sec): 3 clusters
  Score: Raw -7476251.882783 + Penalty 3636.333256 = -7472615.549526
  nChanged 13
		SP:Iteration 44Q (40232.290000 sec): 3 clusters
  Score: Raw -7476255.900560 + Penalty 3636.333256 = -7472619.567303
  nChanged 11
		SP:Iteration 45Q (40232.760000 sec): 3 clusters
  Score: Raw -7476258.828018 + Penalty 3636.333256 = -7472622.494762
  nChanged 11
		SP:Iteration 46Q (40233.320000 sec): 3 clusters
  Score: Raw -7476261.684045 + Penalty 3636.333256 = -7472625.350789
  nChanged 11
		SP:Iteration 47Q (40233.810000 sec): 3 clusters
  Score: Raw -7476264.360872 + Penalty 3636.333256 = -7472628.027616
  nChanged 9
		SP:Iteration 48Q (40234.280000 sec): 3 clusters
  Score: Raw -7476266.704751 + Penalty 3636.333256 = -7472630.371495
  nChanged 7
		SP:Iteration 49Q (40234.710000 sec): 3 clusters
  Score: Raw -7476267.996604 + Penalty 3636.333256 = -7472631.663348
  nChanged 6
		SP:Iteration 50Q (40235.170000 sec): 3 clusters
  Score: Raw -7476269.824329 + Penalty 3636.333256 = -7472633.491073
  nChanged 5
		SP:Iteration 51Q (40235.680000 sec): 3 clusters
  Score: Raw -7476270.728916 + Penalty 3636.333256 = -7472634.395660
  nChanged 3
		SP:Iteration 52Q (40236.110000 sec): 3 clusters
  Score: Raw -7476271.442301 + Penalty 3636.333256 = -7472635.109045
  nChanged 1
		SP:Iteration 53Q (40236.560000 sec): 3 clusters
  Score: Raw -7476271.515490 + Penalty 3636.333256 = -7472635.182234
  nChanged 0
		SP:Iteration 54F (40237.050000 sec): 3 clusters
  Score: Raw -7476271.515490 + Penalty 3636.333256 = -7472635.182234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40237.270000 sec): 2 clusters
  Score: Raw -1994985.201604 + Penalty 1599.874515 = -1993385.327089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40237.560000 sec): 3 clusters
  Score: Raw -1983717.613115 + Penalty 3199.749030 = -1980517.864085
  nChanged 8526
		SP:Iteration 1F (40237.860000 sec): 3 clusters
  Score: Raw -1988441.201739 + Penalty 3199.749030 = -1985241.452709
  nChanged 1070
		SP:Iteration 2F (40238.160000 sec): 3 clusters
  Score: Raw -1988927.540900 + Penalty 3199.749030 = -1985727.791870
  nChanged 1164
		SP:Iteration 3F (40238.430000 sec): 3 clusters
  Score: Raw -1989576.055858 + Penalty 3199.749030 = -1986376.306827
  nChanged 1275
		SP:Iteration 4F (40238.780000 sec): 3 clusters
  Score: Raw -1990449.300276 + Penalty 3199.749030 = -1987249.551246
  nChanged 1409
		SP:Iteration 5F (40239.060000 sec): 3 clusters
  Score: Raw -1991519.925900 + Penalty 3199.749030 = -1988320.176869
  nChanged 1344
		SP:Iteration 6F (40239.390000 sec): 3 clusters
  Score: Raw -1992658.532738 + Penalty 3199.749030 = -1989458.783708
  nChanged 1084
		SP:Iteration 7F (40239.670000 sec): 3 clusters
  Score: Raw -1993594.552859 + Penalty 3199.749030 = -1990394.803829
  nChanged 766
		SP:Iteration 8Q (40239.940000 sec): 3 clusters
  Score: Raw -1994203.891238 + Penalty 3199.749030 = -1991004.142208
  nChanged 460
		SP:Iteration 9Q (40240.280000 sec): 3 clusters
  Score: Raw -1994578.184966 + Penalty 3199.749030 = -1991378.435936
  nChanged 283
		SP:Iteration 10Q (40240.530000 sec): 3 clusters
  Score: Raw -1994815.471362 + Penalty 3199.749030 = -1991615.722332
  nChanged 179
		SP:Iteration 11Q (40240.830000 sec): 3 clusters
  Score: Raw -1994959.545536 + Penalty 3199.749030 = -1991759.796505
  nChanged 94
		SP:Iteration 12Q (40241.050000 sec): 3 clusters
  Score: Raw -1995047.997466 + Penalty 3199.749030 = -1991848.248436
  nChanged 61
		SP:Iteration 13Q (40241.330000 sec): 3 clusters
  Score: Raw -1995105.691994 + Penalty 3199.749030 = -1991905.942964
  nChanged 34
		SP:Iteration 14Q (40241.610000 sec): 3 clusters
  Score: Raw -1995141.018950 + Penalty 3199.749030 = -1991941.269920
  nChanged 29
		SP:Iteration 15Q (40241.890000 sec): 3 clusters
  Score: Raw -1995161.784441 + Penalty 3199.749030 = -1991962.035411
  nChanged 11
		SP:Iteration 16Q (40242.150000 sec): 3 clusters
  Score: Raw -1995170.406924 + Penalty 3199.749030 = -1991970.657894
  nChanged 7
		SP:Iteration 17Q (40242.440000 sec): 3 clusters
  Score: Raw -1995175.752312 + Penalty 3199.749030 = -1991976.003282
  nChanged 4
		SP:Iteration 18Q (40242.720000 sec): 3 clusters
  Score: Raw -1995181.471674 + Penalty 3199.749030 = -1991981.722644
  nChanged 6
		SP:Iteration 19Q (40242.990000 sec): 3 clusters
  Score: Raw -1995186.338398 + Penalty 3199.749030 = -1991986.589368
  nChanged 3
		SP:Iteration 20F (40243.270000 sec): 3 clusters
  Score: Raw -1995187.851228 + Penalty 3199.749030 = -1991988.102198
  nChanged 2
		SP:Iteration 21Q (40243.550000 sec): 3 clusters
  Score: Raw -1995188.933486 + Penalty 3199.749030 = -1991989.184456
  nChanged 2
		SP:Iteration 22Q (40243.820000 sec): 3 clusters
  Score: Raw -1995190.659719 + Penalty 3199.749030 = -1991990.910689
  nChanged 2
		SP:Iteration 23Q (40244.070000 sec): 3 clusters
  Score: Raw -1995192.913024 + Penalty 3199.749030 = -1991993.163993
  nChanged 2
		SP:Iteration 24Q (40244.370000 sec): 3 clusters
  Score: Raw -1995193.785128 + Penalty 3199.749030 = -1991994.036098
  nChanged 0
		SP:Iteration 25F (40244.630000 sec): 3 clusters
  Score: Raw -1995193.785128 + Penalty 3199.749030 = -1991994.036098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40244.890000 sec): 2 clusters
  Score: Raw -4074855.650995 + Penalty 1727.759114 = -4073127.891881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40245.270000 sec): 3 clusters
  Score: Raw -4048902.136677 + Penalty 3455.518229 = -4045446.618449
  nChanged 19345
		SP:Iteration 1F (40245.630000 sec): 3 clusters
  Score: Raw -4060021.883194 + Penalty 3455.518229 = -4056566.364966
  nChanged 1960
		SP:Iteration 2Q (40246.030000 sec): 3 clusters
  Score: Raw -4060778.125594 + Penalty 3455.518229 = -4057322.607365
  nChanged 2037
		SP:Iteration 3Q (40246.430000 sec): 3 clusters
  Score: Raw -4061637.091804 + Penalty 3455.518229 = -4058181.573575
  nChanged 2069
		SP:Iteration 4Q (40246.790000 sec): 3 clusters
  Score: Raw -4062520.796196 + Penalty 3455.518229 = -4059065.277968
  nChanged 2045
		SP:Iteration 5Q (40247.210000 sec): 3 clusters
  Score: Raw -4063471.185189 + Penalty 3455.518229 = -4060015.666960
  nChanged 2042
		SP:Iteration 6Q (40247.680000 sec): 3 clusters
  Score: Raw -4064501.479600 + Penalty 3455.518229 = -4061045.961371
  nChanged 2015
		SP:Iteration 7Q (40248.060000 sec): 3 clusters
  Score: Raw -4065608.847402 + Penalty 3455.518229 = -4062153.329173
  nChanged 1998
		SP:Iteration 8Q (40248.470000 sec): 3 clusters
  Score: Raw -4066694.845421 + Penalty 3455.518229 = -4063239.327192
  nChanged 1885
		SP:Iteration 9Q (40248.890000 sec): 3 clusters
  Score: Raw -4067658.972414 + Penalty 3455.518229 = -4064203.454185
  nChanged 1637
		SP:Iteration 10Q (40249.300000 sec): 3 clusters
  Score: Raw -4068396.166751 + Penalty 3455.518229 = -4064940.648522
  nChanged 1341
		SP:Iteration 11Q (40249.660000 sec): 3 clusters
  Score: Raw -4068957.600615 + Penalty 3455.518229 = -4065502.082386
  nChanged 1121
		SP:Iteration 12Q (40250.020000 sec): 3 clusters
  Score: Raw -4069380.514040 + Penalty 3455.518229 = -4065924.995812
  nChanged 904
		SP:Iteration 13Q (40250.410000 sec): 3 clusters
  Score: Raw -4069672.832278 + Penalty 3455.518229 = -4066217.314049
  nChanged 713
		SP:Iteration 14Q (40250.840000 sec): 3 clusters
  Score: Raw -4069868.951523 + Penalty 3455.518229 = -4066413.433294
  nChanged 566
		SP:Iteration 15Q (40251.270000 sec): 3 clusters
  Score: Raw -4070003.483642 + Penalty 3455.518229 = -4066547.965414
  nChanged 482
		SP:Iteration 16Q (40251.650000 sec): 3 clusters
  Score: Raw -4070120.906714 + Penalty 3455.518229 = -4066665.388486
  nChanged 469
		SP:Iteration 17Q (40252.080000 sec): 3 clusters
  Score: Raw -4070230.460556 + Penalty 3455.518229 = -4066774.942327
  nChanged 440
		SP:Iteration 18Q (40252.490000 sec): 3 clusters
  Score: Raw -4070332.852538 + Penalty 3455.518229 = -4066877.334309
  nChanged 430
		SP:Iteration 19Q (40252.820000 sec): 3 clusters
  Score: Raw -4070438.568191 + Penalty 3455.518229 = -4066983.049963
  nChanged 434
		SP:Iteration 20F (40253.190000 sec): 3 clusters
  Score: Raw -4070547.062476 + Penalty 3455.518229 = -4067091.544247
  nChanged 415
		SP:Iteration 21Q (40253.570000 sec): 3 clusters
  Score: Raw -4070651.782451 + Penalty 3455.518229 = -4067196.264222
  nChanged 426
		SP:Iteration 22Q (40253.970000 sec): 3 clusters
  Score: Raw -4070761.627020 + Penalty 3455.518229 = -4067306.108791
  nChanged 446
		SP:Iteration 23Q (40254.380000 sec): 3 clusters
  Score: Raw -4070881.568633 + Penalty 3455.518229 = -4067426.050404
  nChanged 413
		SP:Iteration 24Q (40254.760000 sec): 3 clusters
  Score: Raw -4070980.232817 + Penalty 3455.518229 = -4067524.714588
  nChanged 402
		SP:Iteration 25Q (40255.190000 sec): 3 clusters
  Score: Raw -4071066.078713 + Penalty 3455.518229 = -4067610.560485
  nChanged 394
		SP:Iteration 26Q (40255.570000 sec): 3 clusters
  Score: Raw -4071147.218626 + Penalty 3455.518229 = -4067691.700397
  nChanged 393
		SP:Iteration 27Q (40255.910000 sec): 3 clusters
  Score: Raw -4071231.586354 + Penalty 3455.518229 = -4067776.068125
  nChanged 384
		SP:Iteration 28Q (40256.310000 sec): 3 clusters
  Score: Raw -4071315.036556 + Penalty 3455.518229 = -4067859.518327
  nChanged 400
		SP:Iteration 29Q (40256.720000 sec): 3 clusters
  Score: Raw -4071400.356238 + Penalty 3455.518229 = -4067944.838009
  nChanged 396
		SP:Iteration 30Q (40257.100000 sec): 3 clusters
  Score: Raw -4071487.826861 + Penalty 3455.518229 = -4068032.308632
  nChanged 394
		SP:Iteration 31Q (40257.400000 sec): 3 clusters
  Score: Raw -4071581.883306 + Penalty 3455.518229 = -4068126.365078
  nChanged 423
		SP:Iteration 32Q (40257.810000 sec): 3 clusters
  Score: Raw -4071691.607800 + Penalty 3455.518229 = -4068236.089571
  nChanged 455
		SP:Iteration 33Q (40258.160000 sec): 3 clusters
  Score: Raw -4071815.855809 + Penalty 3455.518229 = -4068360.337580
  nChanged 475
		SP:Iteration 34Q (40258.550000 sec): 3 clusters
  Score: Raw -4071960.689526 + Penalty 3455.518229 = -4068505.171297
  nChanged 529
		SP:Iteration 35Q (40258.930000 sec): 3 clusters
  Score: Raw -4072142.716499 + Penalty 3455.518229 = -4068687.198271
  nChanged 572
		SP:Iteration 36Q (40259.230000 sec): 3 clusters
  Score: Raw -4072364.006417 + Penalty 3455.518229 = -4068908.488188
  nChanged 604
		SP:Iteration 37Q (40259.610000 sec): 3 clusters
  Score: Raw -4072626.426688 + Penalty 3455.518229 = -4069170.908459
  nChanged 602
		SP:Iteration 38Q (40259.890000 sec): 3 clusters
  Score: Raw -4072906.011009 + Penalty 3455.518229 = -4069450.492781
  nChanged 597
		SP:Iteration 39Q (40260.210000 sec): 3 clusters
  Score: Raw -4073192.001501 + Penalty 3455.518229 = -4069736.483272
  nChanged 588
		SP:Iteration 40F (40260.610000 sec): 3 clusters
  Score: Raw -4073461.545963 + Penalty 3455.518229 = -4070006.027735
  nChanged 558
		SP:Iteration 41Q (40260.970000 sec): 3 clusters
  Score: Raw -4073719.507980 + Penalty 3455.518229 = -4070263.989751
  nChanged 510
		SP:Iteration 42Q (40261.310000 sec): 3 clusters
  Score: Raw -4073950.478558 + Penalty 3455.518229 = -4070494.960330
  nChanged 486
		SP:Iteration 43Q (40261.690000 sec): 3 clusters
  Score: Raw -4074169.529643 + Penalty 3455.518229 = -4070714.011415
  nChanged 441
		SP:Iteration 44Q (40262.020000 sec): 3 clusters
  Score: Raw -4074345.349885 + Penalty 3455.518229 = -4070889.831656
  nChanged 388
		SP:Iteration 45Q (40262.370000 sec): 3 clusters
  Score: Raw -4074491.784885 + Penalty 3455.518229 = -4071036.266657
  nChanged 321
		SP:Iteration 46Q (40262.750000 sec): 3 clusters
  Score: Raw -4074615.333042 + Penalty 3455.518229 = -4071159.814813
  nChanged 306
		SP:Iteration 47Q (40263.100000 sec): 3 clusters
  Score: Raw -4074741.126432 + Penalty 3455.518229 = -4071285.608204
  nChanged 253
		SP:Iteration 48Q (40263.510000 sec): 3 clusters
  Score: Raw -4074845.123010 + Penalty 3455.518229 = -4071389.604781
  nChanged 229
		SP:Iteration 49Q (40263.860000 sec): 3 clusters
  Score: Raw -4074943.091021 + Penalty 3455.518229 = -4071487.572792
  nChanged 232
		SP:Iteration 50Q (40264.190000 sec): 3 clusters
  Score: Raw -4075042.375844 + Penalty 3455.518229 = -4071586.857615
  nChanged 186
		SP:Iteration 51Q (40264.540000 sec): 3 clusters
  Score: Raw -4075105.684578 + Penalty 3455.518229 = -4071650.166350
  nChanged 147
		SP:Iteration 52Q (40264.850000 sec): 3 clusters
  Score: Raw -4075159.841294 + Penalty 3455.518229 = -4071704.323065
  nChanged 120
		SP:Iteration 53Q (40265.260000 sec): 3 clusters
  Score: Raw -4075200.291147 + Penalty 3455.518229 = -4071744.772918
  nChanged 108
		SP:Iteration 54Q (40265.650000 sec): 3 clusters
  Score: Raw -4075232.176050 + Penalty 3455.518229 = -4071776.657821
  nChanged 72
		SP:Iteration 55Q (40266.030000 sec): 3 clusters
  Score: Raw -4075251.837026 + Penalty 3455.518229 = -4071796.318798
  nChanged 65
		SP:Iteration 56Q (40266.440000 sec): 3 clusters
  Score: Raw -4075269.920052 + Penalty 3455.518229 = -4071814.401824
  nChanged 58
		SP:Iteration 57Q (40266.820000 sec): 3 clusters
  Score: Raw -4075286.263769 + Penalty 3455.518229 = -4071830.745540
  nChanged 49
		SP:Iteration 58Q (40267.220000 sec): 3 clusters
  Score: Raw -4075301.079287 + Penalty 3455.518229 = -4071845.561058
  nChanged 45
		SP:Iteration 59Q (40267.610000 sec): 3 clusters
  Score: Raw -4075314.996834 + Penalty 3455.518229 = -4071859.478606
  nChanged 48
		SP:Iteration 60F (40268.050000 sec): 3 clusters
  Score: Raw -4075329.369680 + Penalty 3455.518229 = -4071873.851451
  nChanged 47
		SP:Iteration 61Q (40268.460000 sec): 3 clusters
  Score: Raw -4075342.954732 + Penalty 3455.518229 = -4071887.436503
  nChanged 39
		SP:Iteration 62Q (40268.840000 sec): 3 clusters
  Score: Raw -4075354.672515 + Penalty 3455.518229 = -4071899.154286
  nChanged 45
		SP:Iteration 63Q (40269.190000 sec): 3 clusters
  Score: Raw -4075368.922524 + Penalty 3455.518229 = -4071913.404295
  nChanged 43
		SP:Iteration 64Q (40269.590000 sec): 3 clusters
  Score: Raw -4075384.535043 + Penalty 3455.518229 = -4071929.016814
  nChanged 55
		SP:Iteration 65Q (40269.990000 sec): 3 clusters
  Score: Raw -4075403.546801 + Penalty 3455.518229 = -4071948.028573
  nChanged 44
		SP:Iteration 66Q (40270.390000 sec): 3 clusters
  Score: Raw -4075419.941841 + Penalty 3455.518229 = -4071964.423612
  nChanged 34
		SP:Iteration 67Q (40270.710000 sec): 3 clusters
  Score: Raw -4075430.478386 + Penalty 3455.518229 = -4071974.960157
  nChanged 32
		SP:Iteration 68Q (40271.100000 sec): 3 clusters
  Score: Raw -4075440.244615 + Penalty 3455.518229 = -4071984.726386
  nChanged 34
		SP:Iteration 69Q (40271.440000 sec): 3 clusters
  Score: Raw -4075450.646331 + Penalty 3455.518229 = -4071995.128102
  nChanged 25
		SP:Iteration 70Q (40271.770000 sec): 3 clusters
  Score: Raw -4075457.911510 + Penalty 3455.518229 = -4072002.393281
  nChanged 14
		SP:Iteration 71Q (40272.100000 sec): 3 clusters
  Score: Raw -4075462.527780 + Penalty 3455.518229 = -4072007.009551
  nChanged 16
		SP:Iteration 72Q (40272.470000 sec): 3 clusters
  Score: Raw -4075466.057448 + Penalty 3455.518229 = -4072010.539219
  nChanged 15
		SP:Iteration 73Q (40272.810000 sec): 3 clusters
  Score: Raw -4075470.278462 + Penalty 3455.518229 = -4072014.760233
  nChanged 18
		SP:Iteration 74Q (40273.140000 sec): 3 clusters
  Score: Raw -4075475.545075 + Penalty 3455.518229 = -4072020.026846
  nChanged 13
		SP:Iteration 75Q (40273.490000 sec): 3 clusters
  Score: Raw -4075479.660911 + Penalty 3455.518229 = -4072024.142682
  nChanged 13
		SP:Iteration 76Q (40273.840000 sec): 3 clusters
  Score: Raw -4075483.261587 + Penalty 3455.518229 = -4072027.743359
  nChanged 7
		SP:Iteration 77Q (40274.130000 sec): 3 clusters
  Score: Raw -4075485.159319 + Penalty 3455.518229 = -4072029.641090
  nChanged 10
		SP:Iteration 78Q (40274.480000 sec): 3 clusters
  Score: Raw -4075487.773179 + Penalty 3455.518229 = -4072032.254950
  nChanged 5
		SP:Iteration 79Q (40274.780000 sec): 3 clusters
  Score: Raw -4075489.397975 + Penalty 3455.518229 = -4072033.879747
  nChanged 9
		SP:Iteration 80F (40275.240000 sec): 3 clusters
  Score: Raw -4075492.275725 + Penalty 3455.518229 = -4072036.757496
  nChanged 13
		SP:Iteration 81Q (40275.600000 sec): 3 clusters
  Score: Raw -4075495.569196 + Penalty 3455.518229 = -4072040.050968
  nChanged 10
		SP:Iteration 82Q (40275.980000 sec): 3 clusters
  Score: Raw -4075498.163804 + Penalty 3455.518229 = -4072042.645575
  nChanged 13
		SP:Iteration 83Q (40276.380000 sec): 3 clusters
  Score: Raw -4075501.814488 + Penalty 3455.518229 = -4072046.296259
  nChanged 8
		SP:Iteration 84Q (40276.800000 sec): 3 clusters
  Score: Raw -4075504.162425 + Penalty 3455.518229 = -4072048.644197
  nChanged 7
		SP:Iteration 85Q (40277.250000 sec): 3 clusters
  Score: Raw -4075505.916931 + Penalty 3455.518229 = -4072050.398703
  nChanged 7
		SP:Iteration 86Q (40277.680000 sec): 3 clusters
  Score: Raw -4075507.466061 + Penalty 3455.518229 = -4072051.947832
  nChanged 6
		SP:Iteration 87Q (40278.040000 sec): 3 clusters
  Score: Raw -4075508.901542 + Penalty 3455.518229 = -4072053.383313
  nChanged 6
		SP:Iteration 88Q (40278.460000 sec): 3 clusters
  Score: Raw -4075510.545886 + Penalty 3455.518229 = -4072055.027657
  nChanged 6
		SP:Iteration 89Q (40278.820000 sec): 3 clusters
  Score: Raw -4075511.923872 + Penalty 3455.518229 = -4072056.405644
  nChanged 6
		SP:Iteration 90Q (40279.180000 sec): 3 clusters
  Score: Raw -4075513.196521 + Penalty 3455.518229 = -4072057.678293
  nChanged 5
		SP:Iteration 91Q (40279.530000 sec): 3 clusters
  Score: Raw -4075514.603802 + Penalty 3455.518229 = -4072059.085574
  nChanged 5
		SP:Iteration 92Q (40279.880000 sec): 3 clusters
  Score: Raw -4075515.935404 + Penalty 3455.518229 = -4072060.417175
  nChanged 5
		SP:Iteration 93Q (40280.200000 sec): 3 clusters
  Score: Raw -4075517.447487 + Penalty 3455.518229 = -4072061.929259
  nChanged 2
		SP:Iteration 94Q (40280.560000 sec): 3 clusters
  Score: Raw -4075517.955164 + Penalty 3455.518229 = -4072062.436936
  nChanged 1
		SP:Iteration 95Q (40280.970000 sec): 3 clusters
  Score: Raw -4075518.354243 + Penalty 3455.518229 = -4072062.836014
  nChanged 3
		SP:Iteration 96Q (40281.290000 sec): 3 clusters
  Score: Raw -4075518.932907 + Penalty 3455.518229 = -4072063.414678
  nChanged 2
		SP:Iteration 97Q (40281.640000 sec): 3 clusters
  Score: Raw -4075519.409138 + Penalty 3455.518229 = -4072063.890909
  nChanged 2
		SP:Iteration 98Q (40282.040000 sec): 3 clusters
  Score: Raw -4075519.674159 + Penalty 3455.518229 = -4072064.155930
  nChanged 0
		SP:Iteration 99F (40282.400000 sec): 3 clusters
  Score: Raw -4075519.674159 + Penalty 3455.518229 = -4072064.155930
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40282.580000 sec): 2 clusters
  Score: Raw -1592980.405100 + Penalty 1566.517513 = -1591413.887587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40282.830000 sec): 3 clusters
  Score: Raw -1583988.203246 + Penalty 3133.035026 = -1580855.168220
  nChanged 6847
		SP:Iteration 1F (40283.160000 sec): 3 clusters
  Score: Raw -1587992.570231 + Penalty 3133.035026 = -1584859.535205
  nChanged 1043
		SP:Iteration 2F (40283.400000 sec): 3 clusters
  Score: Raw -1588575.500852 + Penalty 3133.035026 = -1585442.465826
  nChanged 970
		SP:Iteration 3F (40283.700000 sec): 3 clusters
  Score: Raw -1589106.809072 + Penalty 3133.035026 = -1585973.774046
  nChanged 890
		SP:Iteration 4F (40283.940000 sec): 3 clusters
  Score: Raw -1589606.381159 + Penalty 3133.035026 = -1586473.346133
  nChanged 789
		SP:Iteration 5F (40284.260000 sec): 3 clusters
  Score: Raw -1590036.856449 + Penalty 3133.035026 = -1586903.821423
  nChanged 752
		SP:Iteration 6Q (40284.510000 sec): 3 clusters
  Score: Raw -1590423.814090 + Penalty 3133.035026 = -1587290.779063
  nChanged 743
		SP:Iteration 7Q (40284.800000 sec): 3 clusters
  Score: Raw -1590801.177304 + Penalty 3133.035026 = -1587668.142278
  nChanged 637
		SP:Iteration 8Q (40285.090000 sec): 3 clusters
  Score: Raw -1591134.866143 + Penalty 3133.035026 = -1588001.831117
  nChanged 585
		SP:Iteration 9Q (40285.340000 sec): 3 clusters
  Score: Raw -1591440.312131 + Penalty 3133.035026 = -1588307.277104
  nChanged 498
		SP:Iteration 10Q (40285.620000 sec): 3 clusters
  Score: Raw -1591698.794738 + Penalty 3133.035026 = -1588565.759712
  nChanged 417
		SP:Iteration 11Q (40285.890000 sec): 3 clusters
  Score: Raw -1591870.246261 + Penalty 3133.035026 = -1588737.211235
  nChanged 313
		SP:Iteration 12Q (40286.140000 sec): 3 clusters
  Score: Raw -1591976.560590 + Penalty 3133.035026 = -1588843.525564
  nChanged 252
		SP:Iteration 13Q (40286.350000 sec): 3 clusters
  Score: Raw -1592046.523887 + Penalty 3133.035026 = -1588913.488861
  nChanged 186
		SP:Iteration 14Q (40286.660000 sec): 3 clusters
  Score: Raw -1592088.982793 + Penalty 3133.035026 = -1588955.947767
  nChanged 149
		SP:Iteration 15Q (40286.860000 sec): 3 clusters
  Score: Raw -1592118.884844 + Penalty 3133.035026 = -1588985.849818
  nChanged 114
		SP:Iteration 16Q (40287.140000 sec): 3 clusters
  Score: Raw -1592141.924259 + Penalty 3133.035026 = -1589008.889233
  nChanged 102
		SP:Iteration 17Q (40287.400000 sec): 3 clusters
  Score: Raw -1592162.219180 + Penalty 3133.035026 = -1589029.184154
  nChanged 98
		SP:Iteration 18Q (40287.670000 sec): 3 clusters
  Score: Raw -1592179.553509 + Penalty 3133.035026 = -1589046.518483
  nChanged 84
		SP:Iteration 19Q (40287.950000 sec): 3 clusters
  Score: Raw -1592192.244657 + Penalty 3133.035026 = -1589059.209631
  nChanged 67
		SP:Iteration 20F (40288.200000 sec): 3 clusters
  Score: Raw -1592202.527985 + Penalty 3133.035026 = -1589069.492959
  nChanged 75
		SP:Iteration 21Q (40288.440000 sec): 3 clusters
  Score: Raw -1592213.962230 + Penalty 3133.035026 = -1589080.927204
  nChanged 51
		SP:Iteration 22Q (40288.670000 sec): 3 clusters
  Score: Raw -1592219.874572 + Penalty 3133.035026 = -1589086.839546
  nChanged 50
		SP:Iteration 23Q (40288.900000 sec): 3 clusters
  Score: Raw -1592224.567797 + Penalty 3133.035026 = -1589091.532771
  nChanged 38
		SP:Iteration 24Q (40289.200000 sec): 3 clusters
  Score: Raw -1592228.764160 + Penalty 3133.035026 = -1589095.729134
  nChanged 37
		SP:Iteration 25Q (40289.420000 sec): 3 clusters
  Score: Raw -1592233.100029 + Penalty 3133.035026 = -1589100.065003
  nChanged 31
		SP:Iteration 26Q (40289.680000 sec): 3 clusters
  Score: Raw -1592236.127568 + Penalty 3133.035026 = -1589103.092542
  nChanged 26
		SP:Iteration 27Q (40289.950000 sec): 3 clusters
  Score: Raw -1592238.825510 + Penalty 3133.035026 = -1589105.790483
  nChanged 20
		SP:Iteration 28Q (40290.190000 sec): 3 clusters
  Score: Raw -1592240.556640 + Penalty 3133.035026 = -1589107.521613
  nChanged 14
		SP:Iteration 29Q (40290.480000 sec): 3 clusters
  Score: Raw -1592241.665323 + Penalty 3133.035026 = -1589108.630297
  nChanged 12
		SP:Iteration 30Q (40290.760000 sec): 3 clusters
  Score: Raw -1592242.815281 + Penalty 3133.035026 = -1589109.780255
  nChanged 17
		SP:Iteration 31Q (40291.000000 sec): 3 clusters
  Score: Raw -1592244.085194 + Penalty 3133.035026 = -1589111.050168
  nChanged 10
		SP:Iteration 32Q (40291.230000 sec): 3 clusters
  Score: Raw -1592244.611817 + Penalty 3133.035026 = -1589111.576790
  nChanged 8
		SP:Iteration 33Q (40291.480000 sec): 3 clusters
  Score: Raw -1592245.068560 + Penalty 3133.035026 = -1589112.033534
  nChanged 4
		SP:Iteration 34Q (40291.700000 sec): 3 clusters
  Score: Raw -1592245.503666 + Penalty 3133.035026 = -1589112.468640
  nChanged 5
		SP:Iteration 35Q (40291.940000 sec): 3 clusters
  Score: Raw -1592245.894781 + Penalty 3133.035026 = -1589112.859755
  nChanged 6
		SP:Iteration 36Q (40292.200000 sec): 3 clusters
  Score: Raw -1592246.211064 + Penalty 3133.035026 = -1589113.176038
  nChanged 3
		SP:Iteration 37Q (40292.410000 sec): 3 clusters
  Score: Raw -1592246.357014 + Penalty 3133.035026 = -1589113.321988
  nChanged 2
		SP:Iteration 38Q (40292.640000 sec): 3 clusters
  Score: Raw -1592246.525729 + Penalty 3133.035026 = -1589113.490703
  nChanged 2
		SP:Iteration 39Q (40292.910000 sec): 3 clusters
  Score: Raw -1592246.585759 + Penalty 3133.035026 = -1589113.550733
  nChanged 1
		SP:Iteration 40F (40293.140000 sec): 3 clusters
  Score: Raw -1592246.621959 + Penalty 3133.035026 = -1589113.586932
  nChanged 1
		SP:Iteration 41Q (40293.350000 sec): 3 clusters
  Score: Raw -1592246.649973 + Penalty 3133.035026 = -1589113.614947
  nChanged 2
		SP:Iteration 42Q (40293.650000 sec): 3 clusters
  Score: Raw -1592246.732206 + Penalty 3133.035026 = -1589113.697180
  nChanged 1
		SP:Iteration 43Q (40293.890000 sec): 3 clusters
  Score: Raw -1592246.762664 + Penalty 3133.035026 = -1589113.727638
  nChanged 1
		SP:Iteration 44Q (40294.130000 sec): 3 clusters
  Score: Raw -1592246.782519 + Penalty 3133.035026 = -1589113.747493
  nChanged 1
		SP:Iteration 45Q (40294.420000 sec): 3 clusters
  Score: Raw -1592246.835194 + Penalty 3133.035026 = -1589113.800168
  nChanged 0
		SP:Iteration 46F (40294.640000 sec): 3 clusters
  Score: Raw -1592246.835194 + Penalty 3133.035026 = -1589113.800168
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40294.930000 sec): 2 clusters
  Score: Raw -5334966.047721 + Penalty 1757.137916 = -5333208.909804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40295.320000 sec): 3 clusters
  Score: Raw -5303598.091534 + Penalty 3514.275833 = -5300083.815702
  nChanged 23234
		SP:Iteration 1F (40295.680000 sec): 3 clusters
  Score: Raw -5316589.024458 + Penalty 3514.275833 = -5313074.748625
  nChanged 1970
		SP:Iteration 2Q (40296.130000 sec): 3 clusters
  Score: Raw -5317163.390482 + Penalty 3514.275833 = -5313649.114649
  nChanged 2007
		SP:Iteration 3Q (40296.520000 sec): 3 clusters
  Score: Raw -5317805.075003 + Penalty 3514.275833 = -5314290.799171
  nChanged 2063
		SP:Iteration 4Q (40296.900000 sec): 3 clusters
  Score: Raw -5318525.856311 + Penalty 3514.275833 = -5315011.580479
  nChanged 2165
		SP:Iteration 5Q (40297.340000 sec): 3 clusters
  Score: Raw -5319393.925008 + Penalty 3514.275833 = -5315879.649175
  nChanged 2278
		SP:Iteration 6Q (40297.760000 sec): 3 clusters
  Score: Raw -5320451.491525 + Penalty 3514.275833 = -5316937.215692
  nChanged 2425
		SP:Iteration 7Q (40298.190000 sec): 3 clusters
  Score: Raw -5321783.088424 + Penalty 3514.275833 = -5318268.812592
  nChanged 2628
		SP:Iteration 8F (40298.550000 sec): 3 clusters
  Score: Raw -5323391.702580 + Penalty 3514.275833 = -5319877.426747
  nChanged 2649
		SP:Iteration 9F (40298.940000 sec): 3 clusters
  Score: Raw -5324962.692985 + Penalty 3514.275833 = -5321448.417153
  nChanged 2413
		SP:Iteration 10Q (40299.390000 sec): 3 clusters
  Score: Raw -5326224.461802 + Penalty 3514.275833 = -5322710.185970
  nChanged 1956
		SP:Iteration 11Q (40299.800000 sec): 3 clusters
  Score: Raw -5327089.344562 + Penalty 3514.275833 = -5323575.068729
  nChanged 1529
		SP:Iteration 12Q (40300.170000 sec): 3 clusters
  Score: Raw -5327633.101225 + Penalty 3514.275833 = -5324118.825393
  nChanged 1182
		SP:Iteration 13Q (40300.550000 sec): 3 clusters
  Score: Raw -5328007.716397 + Penalty 3514.275833 = -5324493.440564
  nChanged 964
		SP:Iteration 14Q (40300.990000 sec): 3 clusters
  Score: Raw -5328297.518729 + Penalty 3514.275833 = -5324783.242896
  nChanged 846
		SP:Iteration 15Q (40301.330000 sec): 3 clusters
  Score: Raw -5328547.582044 + Penalty 3514.275833 = -5325033.306211
  nChanged 820
		SP:Iteration 16Q (40301.710000 sec): 3 clusters
  Score: Raw -5328803.512891 + Penalty 3514.275833 = -5325289.237059
  nChanged 862
		SP:Iteration 17Q (40302.090000 sec): 3 clusters
  Score: Raw -5329096.731015 + Penalty 3514.275833 = -5325582.455183
  nChanged 847
		SP:Iteration 18Q (40302.520000 sec): 3 clusters
  Score: Raw -5329382.806564 + Penalty 3514.275833 = -5325868.530731
  nChanged 878
		SP:Iteration 19Q (40302.880000 sec): 3 clusters
  Score: Raw -5329691.880581 + Penalty 3514.275833 = -5326177.604749
  nChanged 885
		SP:Iteration 20F (40303.270000 sec): 3 clusters
  Score: Raw -5330028.895002 + Penalty 3514.275833 = -5326514.619170
  nChanged 918
		SP:Iteration 21Q (40303.640000 sec): 3 clusters
  Score: Raw -5330400.821078 + Penalty 3514.275833 = -5326886.545245
  nChanged 925
		SP:Iteration 22Q (40304.010000 sec): 3 clusters
  Score: Raw -5330808.903310 + Penalty 3514.275833 = -5327294.627478
  nChanged 940
		SP:Iteration 23Q (40304.410000 sec): 3 clusters
  Score: Raw -5331254.863964 + Penalty 3514.275833 = -5327740.588131
  nChanged 956
		SP:Iteration 24Q (40304.800000 sec): 3 clusters
  Score: Raw -5331748.073165 + Penalty 3514.275833 = -5328233.797333
  nChanged 896
		SP:Iteration 25Q (40305.160000 sec): 3 clusters
  Score: Raw -5332235.937450 + Penalty 3514.275833 = -5328721.661617
  nChanged 863
		SP:Iteration 26Q (40305.540000 sec): 3 clusters
  Score: Raw -5332745.933740 + Penalty 3514.275833 = -5329231.657907
  nChanged 778
		SP:Iteration 27Q (40305.930000 sec): 3 clusters
  Score: Raw -5333204.412849 + Penalty 3514.275833 = -5329690.137017
  nChanged 683
		SP:Iteration 28Q (40306.330000 sec): 3 clusters
  Score: Raw -5333607.709482 + Penalty 3514.275833 = -5330093.433649
  nChanged 592
		SP:Iteration 29Q (40306.670000 sec): 3 clusters
  Score: Raw -5333978.004147 + Penalty 3514.275833 = -5330463.728315
  nChanged 494
		SP:Iteration 30Q (40307.000000 sec): 3 clusters
  Score: Raw -5334286.609528 + Penalty 3514.275833 = -5330772.333695
  nChanged 392
		SP:Iteration 31Q (40307.360000 sec): 3 clusters
  Score: Raw -5334525.602493 + Penalty 3514.275833 = -5331011.326660
  nChanged 282
		SP:Iteration 32Q (40307.670000 sec): 3 clusters
  Score: Raw -5334697.354851 + Penalty 3514.275833 = -5331183.079018
  nChanged 220
		SP:Iteration 33Q (40307.970000 sec): 3 clusters
  Score: Raw -5334844.139583 + Penalty 3514.275833 = -5331329.863751
  nChanged 152
		SP:Iteration 34Q (40308.300000 sec): 3 clusters
  Score: Raw -5334933.568591 + Penalty 3514.275833 = -5331419.292758
  nChanged 107
		SP:Iteration 35Q (40308.640000 sec): 3 clusters
  Score: Raw -5334991.120729 + Penalty 3514.275833 = -5331476.844897
  nChanged 82
		SP:Iteration 36Q (40308.990000 sec): 3 clusters
  Score: Raw -5335039.917953 + Penalty 3514.275833 = -5331525.642120
  nChanged 59
		SP:Iteration 37Q (40309.290000 sec): 3 clusters
  Score: Raw -5335070.260280 + Penalty 3514.275833 = -5331555.984448
  nChanged 49
		SP:Iteration 38Q (40309.610000 sec): 3 clusters
  Score: Raw -5335098.361280 + Penalty 3514.275833 = -5331584.085447
  nChanged 34
		SP:Iteration 39Q (40309.930000 sec): 3 clusters
  Score: Raw -5335116.257224 + Penalty 3514.275833 = -5331601.981391
  nChanged 25
		SP:Iteration 40F (40310.260000 sec): 3 clusters
  Score: Raw -5335131.977487 + Penalty 3514.275833 = -5331617.701654
  nChanged 19
		SP:Iteration 41Q (40310.600000 sec): 3 clusters
  Score: Raw -5335144.202488 + Penalty 3514.275833 = -5331629.926656
  nChanged 24
		SP:Iteration 42Q (40310.940000 sec): 3 clusters
  Score: Raw -5335162.446397 + Penalty 3514.275833 = -5331648.170565
  nChanged 21
		SP:Iteration 43Q (40311.230000 sec): 3 clusters
  Score: Raw -5335176.005025 + Penalty 3514.275833 = -5331661.729192
  nChanged 23
		SP:Iteration 44Q (40311.590000 sec): 3 clusters
  Score: Raw -5335191.025714 + Penalty 3514.275833 = -5331676.749882
  nChanged 9
		SP:Iteration 45Q (40311.890000 sec): 3 clusters
  Score: Raw -5335196.059616 + Penalty 3514.275833 = -5331681.783783
  nChanged 8
		SP:Iteration 46Q (40312.230000 sec): 3 clusters
  Score: Raw -5335200.332584 + Penalty 3514.275833 = -5331686.056751
  nChanged 7
		SP:Iteration 47Q (40312.570000 sec): 3 clusters
  Score: Raw -5335204.650214 + Penalty 3514.275833 = -5331690.374381
  nChanged 6
		SP:Iteration 48Q (40312.930000 sec): 3 clusters
  Score: Raw -5335207.151558 + Penalty 3514.275833 = -5331692.875726
  nChanged 2
		SP:Iteration 49Q (40313.330000 sec): 3 clusters
  Score: Raw -5335207.846568 + Penalty 3514.275833 = -5331693.570735
  nChanged 2
		SP:Iteration 50Q (40313.660000 sec): 3 clusters
  Score: Raw -5335209.452159 + Penalty 3514.275833 = -5331695.176326
  nChanged 3
		SP:Iteration 51Q (40314.050000 sec): 3 clusters
  Score: Raw -5335211.102984 + Penalty 3514.275833 = -5331696.827152
  nChanged 2
		SP:Iteration 52Q (40314.410000 sec): 3 clusters
  Score: Raw -5335212.254368 + Penalty 3514.275833 = -5331697.978535
  nChanged 2
		SP:Iteration 53Q (40314.770000 sec): 3 clusters
  Score: Raw -5335212.834515 + Penalty 3514.275833 = -5331698.558682
  nChanged 0
		SP:Iteration 54F (40315.150000 sec): 3 clusters
  Score: Raw -5335212.834515 + Penalty 3514.275833 = -5331698.558682
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40315.260000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40315.490000 sec): 3 clusters
  Score: Raw -302638.255248 + Penalty 2615.232591 = -300023.022657
  nChanged 1167
		SP:Iteration 1F (40315.670000 sec): 3 clusters
  Score: Raw -303367.104002 + Penalty 2615.232591 = -300751.871411
  nChanged 247
		SP:Iteration 2F (40315.890000 sec): 3 clusters
  Score: Raw -303518.246478 + Penalty 2615.232591 = -300903.013887
  nChanged 161
		SP:Iteration 3F (40316.050000 sec): 3 clusters
  Score: Raw -303613.640188 + Penalty 2615.232591 = -300998.407597
  nChanged 120
		SP:Iteration 4Q (40316.240000 sec): 3 clusters
  Score: Raw -303675.976741 + Penalty 2615.232591 = -301060.744150
  nChanged 94
		SP:Iteration 5Q (40316.440000 sec): 3 clusters
  Score: Raw -303751.075691 + Penalty 2615.232591 = -301135.843100
  nChanged 84
		SP:Iteration 6Q (40316.610000 sec): 3 clusters
  Score: Raw -303881.412910 + Penalty 2615.232591 = -301266.180319
  nChanged 106
		SP:Iteration 7Q (40316.760000 sec): 3 clusters
  Score: Raw -304016.806598 + Penalty 2615.232591 = -301401.574007
  nChanged 114
		SP:Iteration 8Q (40316.930000 sec): 3 clusters
  Score: Raw -304114.237979 + Penalty 2615.232591 = -301499.005387
  nChanged 95
		SP:Iteration 9Q (40317.170000 sec): 3 clusters
  Score: Raw -304176.447969 + Penalty 2615.232591 = -301561.215378
  nChanged 75
		SP:Iteration 10Q (40317.340000 sec): 3 clusters
  Score: Raw -304220.983988 + Penalty 2615.232591 = -301605.751397
  nChanged 63
		SP:Iteration 11Q (40317.540000 sec): 3 clusters
  Score: Raw -304259.639067 + Penalty 2615.232591 = -301644.406476
  nChanged 64
		SP:Iteration 12Q (40317.710000 sec): 3 clusters
  Score: Raw -304296.341173 + Penalty 2615.232591 = -301681.108582
  nChanged 59
		SP:Iteration 13Q (40317.930000 sec): 3 clusters
  Score: Raw -304330.494588 + Penalty 2615.232591 = -301715.261997
  nChanged 52
		SP:Iteration 14Q (40318.100000 sec): 3 clusters
  Score: Raw -304361.749714 + Penalty 2615.232591 = -301746.517123
  nChanged 52
		SP:Iteration 15Q (40318.310000 sec): 3 clusters
  Score: Raw -304394.638390 + Penalty 2615.232591 = -301779.405799
  nChanged 47
		SP:Iteration 16Q (40318.470000 sec): 3 clusters
  Score: Raw -304427.936448 + Penalty 2615.232591 = -301812.703857
  nChanged 56
		SP:Iteration 17Q (40318.660000 sec): 3 clusters
  Score: Raw -304461.137183 + Penalty 2615.232591 = -301845.904592
  nChanged 58
		SP:Iteration 18Q (40318.870000 sec): 3 clusters
  Score: Raw -304495.291170 + Penalty 2615.232591 = -301880.058579
  nChanged 44
		SP:Iteration 19Q (40319.040000 sec): 3 clusters
  Score: Raw -304518.996987 + Penalty 2615.232591 = -301903.764395
  nChanged 32
		SP:Iteration 20F (40319.270000 sec): 3 clusters
  Score: Raw -304531.973142 + Penalty 2615.232591 = -301916.740551
  nChanged 26
		SP:Iteration 21Q (40319.450000 sec): 3 clusters
  Score: Raw -304543.277838 + Penalty 2615.232591 = -301928.045247
  nChanged 25
		SP:Iteration 22Q (40319.610000 sec): 3 clusters
  Score: Raw -304554.656260 + Penalty 2615.232591 = -301939.423668
  nChanged 22
		SP:Iteration 23Q (40319.800000 sec): 3 clusters
  Score: Raw -304565.086797 + Penalty 2615.232591 = -301949.854206
  nChanged 26
		SP:Iteration 24Q (40319.980000 sec): 3 clusters
  Score: Raw -304578.075268 + Penalty 2615.232591 = -301962.842677
  nChanged 28
		SP:Iteration 25Q (40320.150000 sec): 3 clusters
  Score: Raw -304587.227440 + Penalty 2615.232591 = -301971.994849
  nChanged 26
		SP:Iteration 26Q (40320.340000 sec): 3 clusters
  Score: Raw -304599.074949 + Penalty 2615.232591 = -301983.842357
  nChanged 29
		SP:Iteration 27Q (40320.540000 sec): 3 clusters
  Score: Raw -304612.358044 + Penalty 2615.232591 = -301997.125453
  nChanged 24
		SP:Iteration 28Q (40320.690000 sec): 3 clusters
  Score: Raw -304623.963504 + Penalty 2615.232591 = -302008.730913
  nChanged 17
		SP:Iteration 29Q (40320.880000 sec): 3 clusters
  Score: Raw -304631.932549 + Penalty 2615.232591 = -302016.699957
  nChanged 16
		SP:Iteration 30Q (40321.030000 sec): 3 clusters
  Score: Raw -304639.337432 + Penalty 2615.232591 = -302024.104841
  nChanged 12
		SP:Iteration 31Q (40321.200000 sec): 3 clusters
  Score: Raw -304643.910994 + Penalty 2615.232591 = -302028.678403
  nChanged 14
		SP:Iteration 32Q (40321.400000 sec): 3 clusters
  Score: Raw -304648.693219 + Penalty 2615.232591 = -302033.460628
  nChanged 11
		SP:Iteration 33Q (40321.600000 sec): 3 clusters
  Score: Raw -304651.162161 + Penalty 2615.232591 = -302035.929570
  nChanged 8
		SP:Iteration 34Q (40321.750000 sec): 3 clusters
  Score: Raw -304654.650804 + Penalty 2615.232591 = -302039.418213
  nChanged 13
		SP:Iteration 35Q (40321.900000 sec): 3 clusters
  Score: Raw -304659.472916 + Penalty 2615.232591 = -302044.240325
  nChanged 10
		SP:Iteration 36Q (40322.050000 sec): 3 clusters
  Score: Raw -304664.685566 + Penalty 2615.232591 = -302049.452975
  nChanged 15
		SP:Iteration 37Q (40322.220000 sec): 3 clusters
  Score: Raw -304672.467429 + Penalty 2615.232591 = -302057.234838
  nChanged 18
		SP:Iteration 38Q (40322.440000 sec): 3 clusters
  Score: Raw -304680.924194 + Penalty 2615.232591 = -302065.691603
  nChanged 17
		SP:Iteration 39Q (40322.590000 sec): 3 clusters
  Score: Raw -304694.683268 + Penalty 2615.232591 = -302079.450677
  nChanged 26
		SP:Iteration 40F (40322.780000 sec): 3 clusters
  Score: Raw -304710.114015 + Penalty 2615.232591 = -302094.881424
  nChanged 22
		SP:Iteration 41Q (40322.970000 sec): 3 clusters
  Score: Raw -304722.183541 + Penalty 2615.232591 = -302106.950950
  nChanged 27
		SP:Iteration 42Q (40323.140000 sec): 3 clusters
  Score: Raw -304737.942778 + Penalty 2615.232591 = -302122.710187
  nChanged 39
		SP:Iteration 43Q (40323.330000 sec): 3 clusters
  Score: Raw -304767.102209 + Penalty 2615.232591 = -302151.869618
  nChanged 40
		SP:Iteration 44Q (40323.480000 sec): 3 clusters
  Score: Raw -304796.284790 + Penalty 2615.232591 = -302181.052199
  nChanged 36
		SP:Iteration 45Q (40323.660000 sec): 3 clusters
  Score: Raw -304817.266643 + Penalty 2615.232591 = -302202.034052
  nChanged 35
		SP:Iteration 46Q (40323.840000 sec): 3 clusters
  Score: Raw -304842.505265 + Penalty 2615.232591 = -302227.272674
  nChanged 41
		SP:Iteration 47Q (40324.030000 sec): 3 clusters
  Score: Raw -304871.744645 + Penalty 2615.232591 = -302256.512054
  nChanged 45
		SP:Iteration 48Q (40324.220000 sec): 3 clusters
  Score: Raw -304903.326753 + Penalty 2615.232591 = -302288.094162
  nChanged 31
		SP:Iteration 49Q (40324.400000 sec): 3 clusters
  Score: Raw -304920.580107 + Penalty 2615.232591 = -302305.347516
  nChanged 22
		SP:Iteration 50Q (40324.590000 sec): 3 clusters
  Score: Raw -304931.392955 + Penalty 2615.232591 = -302316.160364
  nChanged 27
		SP:Iteration 51Q (40324.790000 sec): 3 clusters
  Score: Raw -304945.050911 + Penalty 2615.232591 = -302329.818320
  nChanged 21
		SP:Iteration 52Q (40324.980000 sec): 3 clusters
  Score: Raw -304957.788086 + Penalty 2615.232591 = -302342.555495
  nChanged 19
		SP:Iteration 53Q (40325.180000 sec): 3 clusters
  Score: Raw -304965.649249 + Penalty 2615.232591 = -302350.416658
  nChanged 10
		SP:Iteration 54Q (40325.380000 sec): 3 clusters
  Score: Raw -304969.162613 + Penalty 2615.232591 = -302353.930021
  nChanged 10
		SP:Iteration 55Q (40325.530000 sec): 3 clusters
  Score: Raw -304973.573636 + Penalty 2615.232591 = -302358.341045
  nChanged 4
		SP:Iteration 56Q (40325.720000 sec): 3 clusters
  Score: Raw -304975.369556 + Penalty 2615.232591 = -302360.136965
  nChanged 5
		SP:Iteration 57Q (40325.920000 sec): 3 clusters
  Score: Raw -304977.807648 + Penalty 2615.232591 = -302362.575057
  nChanged 3
		SP:Iteration 58Q (40326.120000 sec): 3 clusters
  Score: Raw -304978.986574 + Penalty 2615.232591 = -302363.753983
  nChanged 1
		SP:Iteration 59Q (40326.270000 sec): 3 clusters
  Score: Raw -304979.088814 + Penalty 2615.232591 = -302363.856223
  nChanged 2
		SP:Iteration 60F (40326.470000 sec): 3 clusters
  Score: Raw -304980.260421 + Penalty 2615.232591 = -302365.027830
  nChanged 1
		SP:Iteration 61Q (40326.620000 sec): 3 clusters
  Score: Raw -304980.698667 + Penalty 2615.232591 = -302365.466076
  nChanged 4
		SP:Iteration 62Q (40326.790000 sec): 3 clusters
  Score: Raw -304982.728474 + Penalty 2615.232591 = -302367.495883
  nChanged 5
		SP:Iteration 63Q (40326.960000 sec): 3 clusters
  Score: Raw -304984.561219 + Penalty 2615.232591 = -302369.328628
  nChanged 5
		SP:Iteration 64Q (40327.130000 sec): 3 clusters
  Score: Raw -304987.037903 + Penalty 2615.232591 = -302371.805312
  nChanged 7
		SP:Iteration 65Q (40327.320000 sec): 3 clusters
  Score: Raw -304989.332936 + Penalty 2615.232591 = -302374.100344
  nChanged 8
		SP:Iteration 66Q (40327.540000 sec): 3 clusters
  Score: Raw -304991.774933 + Penalty 2615.232591 = -302376.542342
  nChanged 3
		SP:Iteration 67Q (40327.700000 sec): 3 clusters
  Score: Raw -304992.699974 + Penalty 2615.232591 = -302377.467383
  nChanged 2
		SP:Iteration 68Q (40327.880000 sec): 3 clusters
  Score: Raw -304993.152154 + Penalty 2615.232591 = -302377.919563
  nChanged 0
		SP:Iteration 69F (40328.070000 sec): 3 clusters
  Score: Raw -304993.152154 + Penalty 2615.232591 = -302377.919563
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40328.170000 sec): 2 clusters
  Score: Raw -357817.527012 + Penalty 1328.800669 = -356488.726343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40328.390000 sec): 3 clusters
  Score: Raw -356119.662758 + Penalty 2657.601338 = -353462.061420
  nChanged 1353
		SP:Iteration 1F (40328.540000 sec): 3 clusters
  Score: Raw -357153.005857 + Penalty 2657.601338 = -354495.404519
  nChanged 364
		SP:Iteration 2F (40328.720000 sec): 3 clusters
  Score: Raw -357552.716976 + Penalty 2657.601338 = -354895.115639
  nChanged 271
		SP:Iteration 3F (40328.920000 sec): 3 clusters
  Score: Raw -357790.411334 + Penalty 2657.601338 = -355132.809997
  nChanged 194
		SP:Iteration 4F (40329.070000 sec): 3 clusters
  Score: Raw -357962.056701 + Penalty 2657.601338 = -355304.455363
  nChanged 182
		SP:Iteration 5F (40329.260000 sec): 3 clusters
  Score: Raw -358089.226076 + Penalty 2657.601338 = -355431.624738
  nChanged 134
		SP:Iteration 6Q (40329.420000 sec): 3 clusters
  Score: Raw -358180.304902 + Penalty 2657.601338 = -355522.703564
  nChanged 112
		SP:Iteration 7Q (40329.590000 sec): 3 clusters
  Score: Raw -358243.741806 + Penalty 2657.601338 = -355586.140469
  nChanged 88
		SP:Iteration 8Q (40329.770000 sec): 3 clusters
  Score: Raw -358292.868516 + Penalty 2657.601338 = -355635.267179
  nChanged 76
		SP:Iteration 9Q (40329.940000 sec): 3 clusters
  Score: Raw -358325.909888 + Penalty 2657.601338 = -355668.308550
  nChanged 67
		SP:Iteration 10Q (40330.150000 sec): 3 clusters
  Score: Raw -358364.188973 + Penalty 2657.601338 = -355706.587635
  nChanged 70
		SP:Iteration 11Q (40330.280000 sec): 3 clusters
  Score: Raw -358395.551902 + Penalty 2657.601338 = -355737.950564
  nChanged 60
		SP:Iteration 12Q (40330.490000 sec): 3 clusters
  Score: Raw -358426.068257 + Penalty 2657.601338 = -355768.466919
  nChanged 72
		SP:Iteration 13Q (40330.680000 sec): 3 clusters
  Score: Raw -358458.213945 + Penalty 2657.601338 = -355800.612607
  nChanged 63
		SP:Iteration 14Q (40330.860000 sec): 3 clusters
  Score: Raw -358484.024669 + Penalty 2657.601338 = -355826.423331
  nChanged 53
		SP:Iteration 15Q (40331.060000 sec): 3 clusters
  Score: Raw -358502.208352 + Penalty 2657.601338 = -355844.607014
  nChanged 50
		SP:Iteration 16Q (40331.220000 sec): 3 clusters
  Score: Raw -358520.145193 + Penalty 2657.601338 = -355862.543855
  nChanged 41
		SP:Iteration 17Q (40331.440000 sec): 3 clusters
  Score: Raw -358535.287243 + Penalty 2657.601338 = -355877.685905
  nChanged 38
		SP:Iteration 18Q (40331.600000 sec): 3 clusters
  Score: Raw -358547.127203 + Penalty 2657.601338 = -355889.525865
  nChanged 25
		SP:Iteration 19Q (40331.780000 sec): 3 clusters
  Score: Raw -358553.152866 + Penalty 2657.601338 = -355895.551528
  nChanged 19
		SP:Iteration 20F (40331.930000 sec): 3 clusters
  Score: Raw -358558.488477 + Penalty 2657.601338 = -355900.887140
  nChanged 19
		SP:Iteration 21Q (40332.140000 sec): 3 clusters
  Score: Raw -358562.476040 + Penalty 2657.601338 = -355904.874703
  nChanged 13
		SP:Iteration 22Q (40332.370000 sec): 3 clusters
  Score: Raw -358564.648076 + Penalty 2657.601338 = -355907.046738
  nChanged 10
		SP:Iteration 23Q (40332.570000 sec): 3 clusters
  Score: Raw -358566.789569 + Penalty 2657.601338 = -355909.188231
  nChanged 9
		SP:Iteration 24Q (40332.780000 sec): 3 clusters
  Score: Raw -358570.210723 + Penalty 2657.601338 = -355912.609385
  nChanged 9
		SP:Iteration 25Q (40332.980000 sec): 3 clusters
  Score: Raw -358571.378374 + Penalty 2657.601338 = -355913.777037
  nChanged 11
		SP:Iteration 26Q (40333.150000 sec): 3 clusters
  Score: Raw -358573.659120 + Penalty 2657.601338 = -355916.057782
  nChanged 12
		SP:Iteration 27Q (40333.340000 sec): 3 clusters
  Score: Raw -358576.187395 + Penalty 2657.601338 = -355918.586057
  nChanged 10
		SP:Iteration 28Q (40333.540000 sec): 3 clusters
  Score: Raw -358578.288198 + Penalty 2657.601338 = -355920.686860
  nChanged 17
		SP:Iteration 29Q (40333.720000 sec): 3 clusters
  Score: Raw -358583.485081 + Penalty 2657.601338 = -355925.883743
  nChanged 22
		SP:Iteration 30Q (40333.900000 sec): 3 clusters
  Score: Raw -358590.710058 + Penalty 2657.601338 = -355933.108720
  nChanged 27
		SP:Iteration 31Q (40334.100000 sec): 3 clusters
  Score: Raw -358599.823806 + Penalty 2657.601338 = -355942.222468
  nChanged 25
		SP:Iteration 32Q (40334.310000 sec): 3 clusters
  Score: Raw -358609.178979 + Penalty 2657.601338 = -355951.577641
  nChanged 26
		SP:Iteration 33Q (40334.530000 sec): 3 clusters
  Score: Raw -358617.932245 + Penalty 2657.601338 = -355960.330907
  nChanged 36
		SP:Iteration 34Q (40334.700000 sec): 3 clusters
  Score: Raw -358628.933500 + Penalty 2657.601338 = -355971.332162
  nChanged 25
		SP:Iteration 35Q (40334.930000 sec): 3 clusters
  Score: Raw -358638.672525 + Penalty 2657.601338 = -355981.071187
  nChanged 16
		SP:Iteration 36Q (40335.100000 sec): 3 clusters
  Score: Raw -358644.674946 + Penalty 2657.601338 = -355987.073608
  nChanged 17
		SP:Iteration 37Q (40335.250000 sec): 3 clusters
  Score: Raw -358653.364105 + Penalty 2657.601338 = -355995.762767
  nChanged 25
		SP:Iteration 38Q (40335.450000 sec): 3 clusters
  Score: Raw -358663.552098 + Penalty 2657.601338 = -356005.950760
  nChanged 26
		SP:Iteration 39Q (40335.630000 sec): 3 clusters
  Score: Raw -358674.831104 + Penalty 2657.601338 = -356017.229766
  nChanged 19
		SP:Iteration 40F (40335.780000 sec): 3 clusters
  Score: Raw -358682.068265 + Penalty 2657.601338 = -356024.466927
  nChanged 15
		SP:Iteration 41Q (40336.000000 sec): 3 clusters
  Score: Raw -358688.813987 + Penalty 2657.601338 = -356031.212649
  nChanged 14
		SP:Iteration 42Q (40336.180000 sec): 3 clusters
  Score: Raw -358691.907631 + Penalty 2657.601338 = -356034.306293
  nChanged 13
		SP:Iteration 43Q (40336.360000 sec): 3 clusters
  Score: Raw -358695.137426 + Penalty 2657.601338 = -356037.536089
  nChanged 6
		SP:Iteration 44Q (40336.500000 sec): 3 clusters
  Score: Raw -358697.279534 + Penalty 2657.601338 = -356039.678196
  nChanged 4
		SP:Iteration 45Q (40336.690000 sec): 3 clusters
  Score: Raw -358698.712255 + Penalty 2657.601338 = -356041.110917
  nChanged 6
		SP:Iteration 46Q (40336.860000 sec): 3 clusters
  Score: Raw -358700.124762 + Penalty 2657.601338 = -356042.523424
  nChanged 7
		SP:Iteration 47Q (40337.080000 sec): 3 clusters
  Score: Raw -358701.722429 + Penalty 2657.601338 = -356044.121092
  nChanged 4
		SP:Iteration 48Q (40337.230000 sec): 3 clusters
  Score: Raw -358702.349431 + Penalty 2657.601338 = -356044.748093
  nChanged 0
		SP:Iteration 49F (40337.400000 sec): 3 clusters
  Score: Raw -358702.349431 + Penalty 2657.601338 = -356044.748093
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (108745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40337.940000 sec): 2 clusters
  Score: Raw -11181822.935424 + Penalty 1884.473658 = -11179938.461766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40338.550000 sec): 3 clusters
  Score: Raw -11110760.571047 + Penalty 3768.947316 = -11106991.623732
  nChanged 52346
		SP:Iteration 1F (40339.170000 sec): 3 clusters
  Score: Raw -11141248.045024 + Penalty 3768.947316 = -11137479.097708
  nChanged 4182
		SP:Iteration 2Q (40339.830000 sec): 3 clusters
  Score: Raw -11142806.545738 + Penalty 3768.947316 = -11139037.598422
  nChanged 4700
		SP:Iteration 3Q (40340.430000 sec): 3 clusters
  Score: Raw -11144899.405191 + Penalty 3768.947316 = -11141130.457876
  nChanged 5273
		SP:Iteration 4Q (40341.070000 sec): 3 clusters
  Score: Raw -11147451.672842 + Penalty 3768.947316 = -11143682.725526
  nChanged 5557
		SP:Iteration 5F (40341.710000 sec): 3 clusters
  Score: Raw -11150147.284632 + Penalty 3768.947316 = -11146378.337316
  nChanged 5764
		SP:Iteration 6F (40342.340000 sec): 3 clusters
  Score: Raw -11152988.158660 + Penalty 3768.947316 = -11149219.211345
  nChanged 5725
		SP:Iteration 7F (40342.930000 sec): 3 clusters
  Score: Raw -11155967.219019 + Penalty 3768.947316 = -11152198.271704
  nChanged 5685
		SP:Iteration 8F (40343.580000 sec): 3 clusters
  Score: Raw -11159074.266540 + Penalty 3768.947316 = -11155305.319224
  nChanged 5404
		SP:Iteration 9Q (40344.200000 sec): 3 clusters
  Score: Raw -11162024.998611 + Penalty 3768.947316 = -11158256.051295
  nChanged 4880
		SP:Iteration 10Q (40344.810000 sec): 3 clusters
  Score: Raw -11164647.855893 + Penalty 3768.947316 = -11160878.908578
  nChanged 4226
		SP:Iteration 11Q (40345.420000 sec): 3 clusters
  Score: Raw -11166758.089204 + Penalty 3768.947316 = -11162989.141889
  nChanged 3467
		SP:Iteration 12Q (40346.070000 sec): 3 clusters
  Score: Raw -11168322.472802 + Penalty 3768.947316 = -11164553.525487
  nChanged 2883
		SP:Iteration 13Q (40346.660000 sec): 3 clusters
  Score: Raw -11169482.451003 + Penalty 3768.947316 = -11165713.503687
  nChanged 2387
		SP:Iteration 14Q (40347.250000 sec): 3 clusters
  Score: Raw -11170396.408035 + Penalty 3768.947316 = -11166627.460720
  nChanged 2181
		SP:Iteration 15Q (40347.890000 sec): 3 clusters
  Score: Raw -11171221.791776 + Penalty 3768.947316 = -11167452.844460
  nChanged 2065
		SP:Iteration 16Q (40348.460000 sec): 3 clusters
  Score: Raw -11172022.277530 + Penalty 3768.947316 = -11168253.330214
  nChanged 2044
		SP:Iteration 17Q (40349.100000 sec): 3 clusters
  Score: Raw -11172829.290556 + Penalty 3768.947316 = -11169060.343240
  nChanged 1958
		SP:Iteration 18Q (40349.720000 sec): 3 clusters
  Score: Raw -11173619.809451 + Penalty 3768.947316 = -11169850.862136
  nChanged 1937
		SP:Iteration 19Q (40350.360000 sec): 3 clusters
  Score: Raw -11174465.903268 + Penalty 3768.947316 = -11170696.955953
  nChanged 1966
		SP:Iteration 20F (40351.020000 sec): 3 clusters
  Score: Raw -11175373.943954 + Penalty 3768.947316 = -11171604.996639
  nChanged 1929
		SP:Iteration 21Q (40351.610000 sec): 3 clusters
  Score: Raw -11176303.595378 + Penalty 3768.947316 = -11172534.648062
  nChanged 1796
		SP:Iteration 22Q (40352.130000 sec): 3 clusters
  Score: Raw -11177246.570689 + Penalty 3768.947316 = -11173477.623373
  nChanged 1750
		SP:Iteration 23Q (40352.680000 sec): 3 clusters
  Score: Raw -11178239.863448 + Penalty 3768.947316 = -11174470.916132
  nChanged 1541
		SP:Iteration 24Q (40353.200000 sec): 3 clusters
  Score: Raw -11179140.320151 + Penalty 3768.947316 = -11175371.372835
  nChanged 1311
		SP:Iteration 25Q (40353.770000 sec): 3 clusters
  Score: Raw -11179930.155884 + Penalty 3768.947316 = -11176161.208569
  nChanged 1153
		SP:Iteration 26Q (40354.290000 sec): 3 clusters
  Score: Raw -11180649.348146 + Penalty 3768.947316 = -11176880.400831
  nChanged 863
		SP:Iteration 27Q (40354.890000 sec): 3 clusters
  Score: Raw -11181213.975246 + Penalty 3768.947316 = -11177445.027931
  nChanged 596
		SP:Iteration 28Q (40355.520000 sec): 3 clusters
  Score: Raw -11181604.380421 + Penalty 3768.947316 = -11177835.433106
  nChanged 383
		SP:Iteration 29Q (40356.100000 sec): 3 clusters
  Score: Raw -11181873.448281 + Penalty 3768.947316 = -11178104.500966
  nChanged 252
		SP:Iteration 30Q (40356.720000 sec): 3 clusters
  Score: Raw -11182062.269334 + Penalty 3768.947316 = -11178293.322018
  nChanged 150
		SP:Iteration 31Q (40357.280000 sec): 3 clusters
  Score: Raw -11182165.733333 + Penalty 3768.947316 = -11178396.786017
  nChanged 102
		SP:Iteration 32Q (40357.860000 sec): 3 clusters
  Score: Raw -11182237.326072 + Penalty 3768.947316 = -11178468.378757
  nChanged 76
		SP:Iteration 33Q (40358.410000 sec): 3 clusters
  Score: Raw -11182277.442261 + Penalty 3768.947316 = -11178508.494946
  nChanged 42
		SP:Iteration 34Q (40359.060000 sec): 3 clusters
  Score: Raw -11182302.292847 + Penalty 3768.947316 = -11178533.345531
  nChanged 29
		SP:Iteration 35Q (40359.650000 sec): 3 clusters
  Score: Raw -11182320.649562 + Penalty 3768.947316 = -11178551.702246
  nChanged 31
		SP:Iteration 36Q (40360.270000 sec): 3 clusters
  Score: Raw -11182336.960795 + Penalty 3768.947316 = -11178568.013479
  nChanged 22
		SP:Iteration 37Q (40360.830000 sec): 3 clusters
  Score: Raw -11182345.268620 + Penalty 3768.947316 = -11178576.321304
  nChanged 9
		SP:Iteration 38Q (40361.400000 sec): 3 clusters
  Score: Raw -11182348.856958 + Penalty 3768.947316 = -11178579.909642
  nChanged 5
		SP:Iteration 39Q (40361.940000 sec): 3 clusters
  Score: Raw -11182350.630938 + Penalty 3768.947316 = -11178581.683622
  nChanged 5
		SP:Iteration 40F (40362.530000 sec): 3 clusters
  Score: Raw -11182355.105692 + Penalty 3768.947316 = -11178586.158376
  nChanged 4
		SP:Iteration 41Q (40363.100000 sec): 3 clusters
  Score: Raw -11182356.224138 + Penalty 3768.947316 = -11178587.276822
  nChanged 3
		SP:Iteration 42Q (40363.690000 sec): 3 clusters
  Score: Raw -11182357.137707 + Penalty 3768.947316 = -11178588.190391
  nChanged 0
		SP:Iteration 43F (40364.320000 sec): 3 clusters
  Score: Raw -11182357.137707 + Penalty 3768.947316 = -11178588.190391
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40364.480000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40364.680000 sec): 3 clusters
  Score: Raw -21123.712679 + Penalty 1770.189646 = -19353.523033
  nChanged 27
		SP:Iteration 1F (40364.820000 sec): 3 clusters
  Score: Raw -21205.579796 + Penalty 1770.189646 = -19435.390150
  nChanged 10
		SP:Iteration 2Q (40365.030000 sec): 3 clusters
  Score: Raw -21245.623512 + Penalty 1770.189646 = -19475.433866
  nChanged 11
		SP:Iteration 3Q (40365.220000 sec): 3 clusters
  Score: Raw -21271.802517 + Penalty 1770.189646 = -19501.612872
  nChanged 8
		SP:Iteration 4Q (40365.380000 sec): 3 clusters
  Score: Raw -21288.308971 + Penalty 1770.189646 = -19518.119325
  nChanged 5
		SP:Iteration 5Q (40365.600000 sec): 3 clusters
  Score: Raw -21311.512506 + Penalty 1770.189646 = -19541.322860
  nChanged 2
		SP:Iteration 6Q (40365.760000 sec): 3 clusters
  Score: Raw -21316.177629 + Penalty 1770.189646 = -19545.987983
  nChanged 2
		SP:Iteration 7Q (40365.980000 sec): 3 clusters
  Score: Raw -21322.712506 + Penalty 1770.189646 = -19552.522860
  nChanged 2
		SP:Iteration 8Q (40366.200000 sec): 3 clusters
  Score: Raw -21333.082188 + Penalty 1770.189646 = -19562.892542
  nChanged 2
		SP:Iteration 9Q (40366.350000 sec): 3 clusters
  Score: Raw -21345.482749 + Penalty 1770.189646 = -19575.293103
  nChanged 2
		SP:Iteration 10Q (40366.560000 sec): 3 clusters
  Score: Raw -21355.750497 + Penalty 1770.189646 = -19585.560851
  nChanged 2
		SP:Iteration 11Q (40366.790000 sec): 3 clusters
  Score: Raw -21368.146486 + Penalty 1770.189646 = -19597.956840
  nChanged 2
		SP:Iteration 12Q (40366.970000 sec): 3 clusters
  Score: Raw -21374.337989 + Penalty 1770.189646 = -19604.148343
  nChanged 0
		SP:Iteration 13F (40367.160000 sec): 3 clusters
  Score: Raw -21374.337989 + Penalty 1770.189646 = -19604.148343
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40367.250000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40367.420000 sec): 3 clusters
  Score: Raw -147850.092721 + Penalty 2342.554458 = -145507.538263
  nChanged 451
		SP:Iteration 1F (40367.660000 sec): 3 clusters
  Score: Raw -148141.098831 + Penalty 2342.554458 = -145798.544373
  nChanged 93
		SP:Iteration 2F (40367.770000 sec): 3 clusters
  Score: Raw -148226.891034 + Penalty 2342.554458 = -145884.336576
  nChanged 67
		SP:Iteration 3Q (40367.920000 sec): 3 clusters
  Score: Raw -148305.435562 + Penalty 2342.554458 = -145962.881104
  nChanged 65
		SP:Iteration 4Q (40368.110000 sec): 3 clusters
  Score: Raw -148374.739644 + Penalty 2342.554458 = -146032.185186
  nChanged 68
		SP:Iteration 5F (40368.300000 sec): 3 clusters
  Score: Raw -148458.492231 + Penalty 2342.554458 = -146115.937773
  nChanged 77
		SP:Iteration 6F (40368.460000 sec): 3 clusters
  Score: Raw -148558.391522 + Penalty 2342.554458 = -146215.837064
  nChanged 62
		SP:Iteration 7Q (40368.670000 sec): 3 clusters
  Score: Raw -148628.482251 + Penalty 2342.554458 = -146285.927793
  nChanged 39
		SP:Iteration 8Q (40368.810000 sec): 3 clusters
  Score: Raw -148672.036592 + Penalty 2342.554458 = -146329.482134
  nChanged 29
		SP:Iteration 9Q (40369.010000 sec): 3 clusters
  Score: Raw -148705.661651 + Penalty 2342.554458 = -146363.107193
  nChanged 29
		SP:Iteration 10Q (40369.170000 sec): 3 clusters
  Score: Raw -148740.539912 + Penalty 2342.554458 = -146397.985454
  nChanged 33
		SP:Iteration 11Q (40369.380000 sec): 3 clusters
  Score: Raw -148781.664758 + Penalty 2342.554458 = -146439.110300
  nChanged 20
		SP:Iteration 12Q (40369.540000 sec): 3 clusters
  Score: Raw -148807.586501 + Penalty 2342.554458 = -146465.032043
  nChanged 15
		SP:Iteration 13Q (40369.730000 sec): 3 clusters
  Score: Raw -148818.726647 + Penalty 2342.554458 = -146476.172189
  nChanged 7
		SP:Iteration 14Q (40369.890000 sec): 3 clusters
  Score: Raw -148824.356782 + Penalty 2342.554458 = -146481.802324
  nChanged 7
		SP:Iteration 15Q (40370.100000 sec): 3 clusters
  Score: Raw -148832.022599 + Penalty 2342.554458 = -146489.468141
  nChanged 6
		SP:Iteration 16Q (40370.280000 sec): 3 clusters
  Score: Raw -148835.672366 + Penalty 2342.554458 = -146493.117908
  nChanged 1
		SP:Iteration 17Q (40370.460000 sec): 3 clusters
  Score: Raw -148836.890881 + Penalty 2342.554458 = -146494.336423
  nChanged 0
		SP:Iteration 18F (40370.670000 sec): 3 clusters
  Score: Raw -148836.890881 + Penalty 2342.554458 = -146494.336423
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40370.840000 sec): 2 clusters
  Score: Raw -1219931.157329 + Penalty 1524.756434 = -1218406.400895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40371.090000 sec): 3 clusters
  Score: Raw -1213072.507411 + Penalty 3049.512868 = -1210022.994544
  nChanged 5136
		SP:Iteration 1F (40371.320000 sec): 3 clusters
  Score: Raw -1215981.617656 + Penalty 3049.512868 = -1212932.104788
  nChanged 796
		SP:Iteration 2F (40371.570000 sec): 3 clusters
  Score: Raw -1216419.256054 + Penalty 3049.512868 = -1213369.743187
  nChanged 727
		SP:Iteration 3F (40371.830000 sec): 3 clusters
  Score: Raw -1216789.380434 + Penalty 3049.512868 = -1213739.867566
  nChanged 651
		SP:Iteration 4F (40372.060000 sec): 3 clusters
  Score: Raw -1217122.867657 + Penalty 3049.512868 = -1214073.354789
  nChanged 591
		SP:Iteration 5Q (40372.300000 sec): 3 clusters
  Score: Raw -1217433.019094 + Penalty 3049.512868 = -1214383.506226
  nChanged 596
		SP:Iteration 6F (40372.540000 sec): 3 clusters
  Score: Raw -1217767.731321 + Penalty 3049.512868 = -1214718.218454
  nChanged 531
		SP:Iteration 7Q (40372.780000 sec): 3 clusters
  Score: Raw -1218059.510282 + Penalty 3049.512868 = -1215009.997415
  nChanged 496
		SP:Iteration 8Q (40373.040000 sec): 3 clusters
  Score: Raw -1218343.089228 + Penalty 3049.512868 = -1215293.576361
  nChanged 461
		SP:Iteration 9Q (40373.290000 sec): 3 clusters
  Score: Raw -1218585.903987 + Penalty 3049.512868 = -1215536.391119
  nChanged 403
		SP:Iteration 10Q (40373.550000 sec): 3 clusters
  Score: Raw -1218804.719623 + Penalty 3049.512868 = -1215755.206756
  nChanged 372
		SP:Iteration 11Q (40373.800000 sec): 3 clusters
  Score: Raw -1218978.241861 + Penalty 3049.512868 = -1215928.728994
  nChanged 332
		SP:Iteration 12Q (40374.020000 sec): 3 clusters
  Score: Raw -1219105.980885 + Penalty 3049.512868 = -1216056.468017
  nChanged 236
		SP:Iteration 13Q (40374.320000 sec): 3 clusters
  Score: Raw -1219195.710080 + Penalty 3049.512868 = -1216146.197212
  nChanged 206
		SP:Iteration 14Q (40374.540000 sec): 3 clusters
  Score: Raw -1219268.946081 + Penalty 3049.512868 = -1216219.433214
  nChanged 184
		SP:Iteration 15Q (40374.790000 sec): 3 clusters
  Score: Raw -1219329.211473 + Penalty 3049.512868 = -1216279.698606
  nChanged 156
		SP:Iteration 16Q (40375.090000 sec): 3 clusters
  Score: Raw -1219377.801705 + Penalty 3049.512868 = -1216328.288838
  nChanged 143
		SP:Iteration 17Q (40375.320000 sec): 3 clusters
  Score: Raw -1219414.748149 + Penalty 3049.512868 = -1216365.235281
  nChanged 114
		SP:Iteration 18Q (40375.550000 sec): 3 clusters
  Score: Raw -1219443.082558 + Penalty 3049.512868 = -1216393.569691
  nChanged 102
		SP:Iteration 19Q (40375.810000 sec): 3 clusters
  Score: Raw -1219466.731443 + Penalty 3049.512868 = -1216417.218575
  nChanged 89
		SP:Iteration 20F (40376.110000 sec): 3 clusters
  Score: Raw -1219486.154929 + Penalty 3049.512868 = -1216436.642062
  nChanged 64
		SP:Iteration 21Q (40376.350000 sec): 3 clusters
  Score: Raw -1219497.726777 + Penalty 3049.512868 = -1216448.213909
  nChanged 67
		SP:Iteration 22Q (40376.610000 sec): 3 clusters
  Score: Raw -1219507.413220 + Penalty 3049.512868 = -1216457.900352
  nChanged 45
		SP:Iteration 23Q (40376.820000 sec): 3 clusters
  Score: Raw -1219514.498697 + Penalty 3049.512868 = -1216464.985829
  nChanged 43
		SP:Iteration 24Q (40377.120000 sec): 3 clusters
  Score: Raw -1219520.371691 + Penalty 3049.512868 = -1216470.858823
  nChanged 32
		SP:Iteration 25Q (40377.360000 sec): 3 clusters
  Score: Raw -1219524.314390 + Penalty 3049.512868 = -1216474.801522
  nChanged 27
		SP:Iteration 26Q (40377.580000 sec): 3 clusters
  Score: Raw -1219527.073607 + Penalty 3049.512868 = -1216477.560740
  nChanged 20
		SP:Iteration 27Q (40377.860000 sec): 3 clusters
  Score: Raw -1219529.486399 + Penalty 3049.512868 = -1216479.973531
  nChanged 26
		SP:Iteration 28Q (40378.090000 sec): 3 clusters
  Score: Raw -1219532.739761 + Penalty 3049.512868 = -1216483.226894
  nChanged 30
		SP:Iteration 29Q (40378.350000 sec): 3 clusters
  Score: Raw -1219537.165246 + Penalty 3049.512868 = -1216487.652378
  nChanged 34
		SP:Iteration 30Q (40378.600000 sec): 3 clusters
  Score: Raw -1219541.956121 + Penalty 3049.512868 = -1216492.443253
  nChanged 42
		SP:Iteration 31Q (40378.800000 sec): 3 clusters
  Score: Raw -1219548.546254 + Penalty 3049.512868 = -1216499.033386
  nChanged 36
		SP:Iteration 32Q (40379.050000 sec): 3 clusters
  Score: Raw -1219552.742119 + Penalty 3049.512868 = -1216503.229251
  nChanged 23
		SP:Iteration 33Q (40379.320000 sec): 3 clusters
  Score: Raw -1219556.106399 + Penalty 3049.512868 = -1216506.593531
  nChanged 24
		SP:Iteration 34Q (40379.580000 sec): 3 clusters
  Score: Raw -1219559.402657 + Penalty 3049.512868 = -1216509.889789
  nChanged 24
		SP:Iteration 35Q (40379.840000 sec): 3 clusters
  Score: Raw -1219562.067797 + Penalty 3049.512868 = -1216512.554929
  nChanged 24
		SP:Iteration 36Q (40380.120000 sec): 3 clusters
  Score: Raw -1219565.007126 + Penalty 3049.512868 = -1216515.494258
  nChanged 23
		SP:Iteration 37Q (40380.390000 sec): 3 clusters
  Score: Raw -1219568.123828 + Penalty 3049.512868 = -1216518.610960
  nChanged 19
		SP:Iteration 38Q (40380.600000 sec): 3 clusters
  Score: Raw -1219569.947198 + Penalty 3049.512868 = -1216520.434331
  nChanged 14
		SP:Iteration 39Q (40380.860000 sec): 3 clusters
  Score: Raw -1219571.698735 + Penalty 3049.512868 = -1216522.185868
  nChanged 17
		SP:Iteration 40F (40381.080000 sec): 3 clusters
  Score: Raw -1219573.874957 + Penalty 3049.512868 = -1216524.362090
  nChanged 20
		SP:Iteration 41Q (40381.360000 sec): 3 clusters
  Score: Raw -1219576.075754 + Penalty 3049.512868 = -1216526.562886
  nChanged 19
		SP:Iteration 42Q (40381.610000 sec): 3 clusters
  Score: Raw -1219578.533492 + Penalty 3049.512868 = -1216529.020624
  nChanged 19
		SP:Iteration 43Q (40381.870000 sec): 3 clusters
  Score: Raw -1219580.753806 + Penalty 3049.512868 = -1216531.240939
  nChanged 17
		SP:Iteration 44Q (40382.100000 sec): 3 clusters
  Score: Raw -1219583.374458 + Penalty 3049.512868 = -1216533.861590
  nChanged 18
		SP:Iteration 45Q (40382.310000 sec): 3 clusters
  Score: Raw -1219586.271475 + Penalty 3049.512868 = -1216536.758607
  nChanged 19
		SP:Iteration 46Q (40382.620000 sec): 3 clusters
  Score: Raw -1219588.300277 + Penalty 3049.512868 = -1216538.787409
  nChanged 10
		SP:Iteration 47Q (40382.820000 sec): 3 clusters
  Score: Raw -1219589.200702 + Penalty 3049.512868 = -1216539.687834
  nChanged 9
		SP:Iteration 48Q (40383.080000 sec): 3 clusters
  Score: Raw -1219590.111093 + Penalty 3049.512868 = -1216540.598225
  nChanged 9
		SP:Iteration 49Q (40383.360000 sec): 3 clusters
  Score: Raw -1219591.019346 + Penalty 3049.512868 = -1216541.506478
  nChanged 11
		SP:Iteration 50Q (40383.560000 sec): 3 clusters
  Score: Raw -1219592.154840 + Penalty 3049.512868 = -1216542.641972
  nChanged 9
		SP:Iteration 51Q (40383.780000 sec): 3 clusters
  Score: Raw -1219593.251112 + Penalty 3049.512868 = -1216543.738244
  nChanged 13
		SP:Iteration 52Q (40384.030000 sec): 3 clusters
  Score: Raw -1219594.927310 + Penalty 3049.512868 = -1216545.414443
  nChanged 12
		SP:Iteration 53Q (40384.260000 sec): 3 clusters
  Score: Raw -1219596.196966 + Penalty 3049.512868 = -1216546.684098
  nChanged 15
		SP:Iteration 54Q (40384.520000 sec): 3 clusters
  Score: Raw -1219598.161895 + Penalty 3049.512868 = -1216548.649027
  nChanged 15
		SP:Iteration 55Q (40384.760000 sec): 3 clusters
  Score: Raw -1219600.275545 + Penalty 3049.512868 = -1216550.762678
  nChanged 10
		SP:Iteration 56Q (40385.020000 sec): 3 clusters
  Score: Raw -1219601.332853 + Penalty 3049.512868 = -1216551.819985
  nChanged 8
		SP:Iteration 57Q (40385.230000 sec): 3 clusters
  Score: Raw -1219602.056285 + Penalty 3049.512868 = -1216552.543417
  nChanged 4
		SP:Iteration 58Q (40385.450000 sec): 3 clusters
  Score: Raw -1219602.279059 + Penalty 3049.512868 = -1216552.766192
  nChanged 1
		SP:Iteration 59Q (40385.730000 sec): 3 clusters
  Score: Raw -1219602.387566 + Penalty 3049.512868 = -1216552.874699
  nChanged 0
		SP:Iteration 60F (40385.970000 sec): 3 clusters
  Score: Raw -1219602.387566 + Penalty 3049.512868 = -1216552.874699
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40386.140000 sec): 2 clusters
  Score: Raw -1960562.469219 + Penalty 1613.827901 = -1958948.641318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40386.430000 sec): 3 clusters
  Score: Raw -1948272.402991 + Penalty 3227.655803 = -1945044.747189
  nChanged 9324
		SP:Iteration 1F (40386.700000 sec): 3 clusters
  Score: Raw -1954207.054240 + Penalty 3227.655803 = -1950979.398437
  nChanged 1431
		SP:Iteration 2F (40387.000000 sec): 3 clusters
  Score: Raw -1955073.779471 + Penalty 3227.655803 = -1951846.123668
  nChanged 1381
		SP:Iteration 3F (40387.330000 sec): 3 clusters
  Score: Raw -1955912.693185 + Penalty 3227.655803 = -1952685.037383
  nChanged 1269
		SP:Iteration 4F (40387.610000 sec): 3 clusters
  Score: Raw -1956618.472134 + Penalty 3227.655803 = -1953390.816331
  nChanged 1065
		SP:Iteration 5F (40387.890000 sec): 3 clusters
  Score: Raw -1957148.842336 + Penalty 3227.655803 = -1953921.186533
  nChanged 916
		SP:Iteration 6Q (40388.200000 sec): 3 clusters
  Score: Raw -1957595.427550 + Penalty 3227.655803 = -1954367.771747
  nChanged 820
		SP:Iteration 7Q (40388.480000 sec): 3 clusters
  Score: Raw -1958000.923737 + Penalty 3227.655803 = -1954773.267934
  nChanged 744
		SP:Iteration 8Q (40388.810000 sec): 3 clusters
  Score: Raw -1958403.060837 + Penalty 3227.655803 = -1955175.405035
  nChanged 733
		SP:Iteration 9Q (40389.090000 sec): 3 clusters
  Score: Raw -1958796.851255 + Penalty 3227.655803 = -1955569.195452
  nChanged 696
		SP:Iteration 10Q (40389.370000 sec): 3 clusters
  Score: Raw -1959180.339558 + Penalty 3227.655803 = -1955952.683755
  nChanged 641
		SP:Iteration 11Q (40389.720000 sec): 3 clusters
  Score: Raw -1959557.255801 + Penalty 3227.655803 = -1956329.599998
  nChanged 592
		SP:Iteration 12Q (40389.980000 sec): 3 clusters
  Score: Raw -1959913.120095 + Penalty 3227.655803 = -1956685.464293
  nChanged 490
		SP:Iteration 13Q (40390.330000 sec): 3 clusters
  Score: Raw -1960235.672579 + Penalty 3227.655803 = -1957008.016776
  nChanged 398
		SP:Iteration 14Q (40390.640000 sec): 3 clusters
  Score: Raw -1960518.036261 + Penalty 3227.655803 = -1957290.380458
  nChanged 314
		SP:Iteration 15Q (40390.930000 sec): 3 clusters
  Score: Raw -1960759.157820 + Penalty 3227.655803 = -1957531.502017
  nChanged 277
		SP:Iteration 16Q (40391.210000 sec): 3 clusters
  Score: Raw -1961009.097084 + Penalty 3227.655803 = -1957781.441282
  nChanged 193
		SP:Iteration 17Q (40391.500000 sec): 3 clusters
  Score: Raw -1961185.236621 + Penalty 3227.655803 = -1957957.580818
  nChanged 159
		SP:Iteration 18Q (40391.850000 sec): 3 clusters
  Score: Raw -1961296.819643 + Penalty 3227.655803 = -1958069.163841
  nChanged 131
		SP:Iteration 19Q (40392.170000 sec): 3 clusters
  Score: Raw -1961361.874946 + Penalty 3227.655803 = -1958134.219144
  nChanged 106
		SP:Iteration 20F (40392.460000 sec): 3 clusters
  Score: Raw -1961399.962540 + Penalty 3227.655803 = -1958172.306737
  nChanged 65
		SP:Iteration 21Q (40392.740000 sec): 3 clusters
  Score: Raw -1961419.706508 + Penalty 3227.655803 = -1958192.050705
  nChanged 64
		SP:Iteration 22Q (40393.100000 sec): 3 clusters
  Score: Raw -1961439.335560 + Penalty 3227.655803 = -1958211.679757
  nChanged 47
		SP:Iteration 23Q (40393.370000 sec): 3 clusters
  Score: Raw -1961452.805523 + Penalty 3227.655803 = -1958225.149721
  nChanged 41
		SP:Iteration 24Q (40393.730000 sec): 3 clusters
  Score: Raw -1961462.296582 + Penalty 3227.655803 = -1958234.640779
  nChanged 27
		SP:Iteration 25Q (40394.020000 sec): 3 clusters
  Score: Raw -1961468.434811 + Penalty 3227.655803 = -1958240.779008
  nChanged 25
		SP:Iteration 26Q (40394.340000 sec): 3 clusters
  Score: Raw -1961473.245378 + Penalty 3227.655803 = -1958245.589575
  nChanged 21
		SP:Iteration 27Q (40394.640000 sec): 3 clusters
  Score: Raw -1961476.832133 + Penalty 3227.655803 = -1958249.176331
  nChanged 13
		SP:Iteration 28Q (40394.940000 sec): 3 clusters
  Score: Raw -1961479.114899 + Penalty 3227.655803 = -1958251.459097
  nChanged 16
		SP:Iteration 29Q (40395.210000 sec): 3 clusters
  Score: Raw -1961481.819988 + Penalty 3227.655803 = -1958254.164186
  nChanged 10
		SP:Iteration 30Q (40395.510000 sec): 3 clusters
  Score: Raw -1961483.629087 + Penalty 3227.655803 = -1958255.973284
  nChanged 8
		SP:Iteration 31Q (40395.770000 sec): 3 clusters
  Score: Raw -1961485.318433 + Penalty 3227.655803 = -1958257.662631
  nChanged 6
		SP:Iteration 32Q (40396.060000 sec): 3 clusters
  Score: Raw -1961486.197181 + Penalty 3227.655803 = -1958258.541379
  nChanged 6
		SP:Iteration 33Q (40396.340000 sec): 3 clusters
  Score: Raw -1961487.232786 + Penalty 3227.655803 = -1958259.576983
  nChanged 7
		SP:Iteration 34Q (40396.640000 sec): 3 clusters
  Score: Raw -1961488.709230 + Penalty 3227.655803 = -1958261.053428
  nChanged 7
		SP:Iteration 35Q (40396.920000 sec): 3 clusters
  Score: Raw -1961490.444145 + Penalty 3227.655803 = -1958262.788342
  nChanged 8
		SP:Iteration 36Q (40397.210000 sec): 3 clusters
  Score: Raw -1961492.675832 + Penalty 3227.655803 = -1958265.020029
  nChanged 10
		SP:Iteration 37Q (40397.510000 sec): 3 clusters
  Score: Raw -1961494.543848 + Penalty 3227.655803 = -1958266.888046
  nChanged 5
		SP:Iteration 38Q (40397.790000 sec): 3 clusters
  Score: Raw -1961495.539983 + Penalty 3227.655803 = -1958267.884181
  nChanged 6
		SP:Iteration 39Q (40398.100000 sec): 3 clusters
  Score: Raw -1961496.462900 + Penalty 3227.655803 = -1958268.807098
  nChanged 4
		SP:Iteration 40F (40398.340000 sec): 3 clusters
  Score: Raw -1961496.897886 + Penalty 3227.655803 = -1958269.242084
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40398.520000 sec): 2 clusters
  Score: Raw -893935.755248 + Penalty 1488.789279 = -892446.965969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40398.770000 sec): 3 clusters
  Score: Raw -888539.118803 + Penalty 2977.578559 = -885561.540244
  nChanged 4120
		SP:Iteration 1F (40398.950000 sec): 3 clusters
  Score: Raw -890918.905835 + Penalty 2977.578559 = -887941.327276
  nChanged 708
		SP:Iteration 2F (40399.190000 sec): 3 clusters
  Score: Raw -891350.436348 + Penalty 2977.578559 = -888372.857789
  nChanged 622
		SP:Iteration 3F (40399.380000 sec): 3 clusters
  Score: Raw -891763.323008 + Penalty 2977.578559 = -888785.744449
  nChanged 590
		SP:Iteration 4F (40399.630000 sec): 3 clusters
  Score: Raw -892149.301399 + Penalty 2977.578559 = -889171.722840
  nChanged 553
		SP:Iteration 5F (40399.860000 sec): 3 clusters
  Score: Raw -892535.741164 + Penalty 2977.578559 = -889558.162605
  nChanged 508
		SP:Iteration 6F (40400.070000 sec): 3 clusters
  Score: Raw -892859.878397 + Penalty 2977.578559 = -889882.299838
  nChanged 449
		SP:Iteration 7Q (40400.260000 sec): 3 clusters
  Score: Raw -893138.485914 + Penalty 2977.578559 = -890160.907355
  nChanged 363
		SP:Iteration 8Q (40400.510000 sec): 3 clusters
  Score: Raw -893345.163303 + Penalty 2977.578559 = -890367.584744
  nChanged 330
		SP:Iteration 9Q (40400.760000 sec): 3 clusters
  Score: Raw -893525.575177 + Penalty 2977.578559 = -890547.996618
  nChanged 281
		SP:Iteration 10Q (40401.030000 sec): 3 clusters
  Score: Raw -893684.653377 + Penalty 2977.578559 = -890707.074818
  nChanged 252
		SP:Iteration 11Q (40401.250000 sec): 3 clusters
  Score: Raw -893827.159479 + Penalty 2977.578559 = -890849.580920
  nChanged 230
		SP:Iteration 12Q (40401.470000 sec): 3 clusters
  Score: Raw -893932.610487 + Penalty 2977.578559 = -890955.031928
  nChanged 181
		SP:Iteration 13Q (40401.750000 sec): 3 clusters
  Score: Raw -894009.032068 + Penalty 2977.578559 = -891031.453510
  nChanged 147
		SP:Iteration 14Q (40401.940000 sec): 3 clusters
  Score: Raw -894076.967294 + Penalty 2977.578559 = -891099.388736
  nChanged 132
		SP:Iteration 15Q (40402.250000 sec): 3 clusters
  Score: Raw -894132.271242 + Penalty 2977.578559 = -891154.692683
  nChanged 124
		SP:Iteration 16Q (40402.470000 sec): 3 clusters
  Score: Raw -894171.190075 + Penalty 2977.578559 = -891193.611516
  nChanged 101
		SP:Iteration 17Q (40402.790000 sec): 3 clusters
  Score: Raw -894201.514956 + Penalty 2977.578559 = -891223.936397
  nChanged 86
		SP:Iteration 18Q (40403.010000 sec): 3 clusters
  Score: Raw -894220.256781 + Penalty 2977.578559 = -891242.678222
  nChanged 57
		SP:Iteration 19Q (40403.290000 sec): 3 clusters
  Score: Raw -894231.789833 + Penalty 2977.578559 = -891254.211274
  nChanged 47
		SP:Iteration 20F (40403.520000 sec): 3 clusters
  Score: Raw -894240.008812 + Penalty 2977.578559 = -891262.430253
  nChanged 35
		SP:Iteration 21Q (40403.740000 sec): 3 clusters
  Score: Raw -894248.059331 + Penalty 2977.578559 = -891270.480772
  nChanged 29
		SP:Iteration 22Q (40404.000000 sec): 3 clusters
  Score: Raw -894253.545325 + Penalty 2977.578559 = -891275.966766
  nChanged 25
		SP:Iteration 23Q (40404.250000 sec): 3 clusters
  Score: Raw -894257.339145 + Penalty 2977.578559 = -891279.760586
  nChanged 12
		SP:Iteration 24Q (40404.470000 sec): 3 clusters
  Score: Raw -894258.988041 + Penalty 2977.578559 = -891281.409482
  nChanged 15
		SP:Iteration 25Q (40404.710000 sec): 3 clusters
  Score: Raw -894261.297610 + Penalty 2977.578559 = -891283.719051
  nChanged 17
		SP:Iteration 26Q (40404.930000 sec): 3 clusters
  Score: Raw -894263.498968 + Penalty 2977.578559 = -891285.920409
  nChanged 8
		SP:Iteration 27Q (40405.160000 sec): 3 clusters
  Score: Raw -894264.270727 + Penalty 2977.578559 = -891286.692168
  nChanged 5
		SP:Iteration 28Q (40405.400000 sec): 3 clusters
  Score: Raw -894264.897713 + Penalty 2977.578559 = -891287.319154
  nChanged 2
		SP:Iteration 29Q (40405.660000 sec): 3 clusters
  Score: Raw -894265.048296 + Penalty 2977.578559 = -891287.469737
  nChanged 0
		SP:Iteration 30F (40405.910000 sec): 3 clusters
  Score: Raw -894265.048296 + Penalty 2977.578559 = -891287.469737
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40406.000000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40406.220000 sec): 3 clusters
  Score: Raw -146803.533345 + Penalty 2371.774692 = -144431.758654
  nChanged 503
		SP:Iteration 1F (40406.380000 sec): 3 clusters
  Score: Raw -147164.990230 + Penalty 2371.774692 = -144793.215539
  nChanged 107
		SP:Iteration 2F (40406.600000 sec): 3 clusters
  Score: Raw -147254.176876 + Penalty 2371.774692 = -144882.402185
  nChanged 58
		SP:Iteration 3Q (40406.780000 sec): 3 clusters
  Score: Raw -147302.856686 + Penalty 2371.774692 = -144931.081994
  nChanged 46
		SP:Iteration 4Q (40406.960000 sec): 3 clusters
  Score: Raw -147336.952814 + Penalty 2371.774692 = -144965.178122
  nChanged 36
		SP:Iteration 5Q (40407.160000 sec): 3 clusters
  Score: Raw -147362.647569 + Penalty 2371.774692 = -144990.872877
  nChanged 19
		SP:Iteration 6Q (40407.370000 sec): 3 clusters
  Score: Raw -147377.472284 + Penalty 2371.774692 = -145005.697592
  nChanged 14
		SP:Iteration 7Q (40407.570000 sec): 3 clusters
  Score: Raw -147386.549804 + Penalty 2371.774692 = -145014.775112
  nChanged 15
		SP:Iteration 8Q (40407.780000 sec): 3 clusters
  Score: Raw -147400.057869 + Penalty 2371.774692 = -145028.283178
  nChanged 15
		SP:Iteration 9Q (40407.960000 sec): 3 clusters
  Score: Raw -147411.926017 + Penalty 2371.774692 = -145040.151325
  nChanged 15
		SP:Iteration 10Q (40408.150000 sec): 3 clusters
  Score: Raw -147425.333297 + Penalty 2371.774692 = -145053.558605
  nChanged 17
		SP:Iteration 11Q (40408.310000 sec): 3 clusters
  Score: Raw -147443.826316 + Penalty 2371.774692 = -145072.051624
  nChanged 15
		SP:Iteration 12Q (40408.500000 sec): 3 clusters
  Score: Raw -147463.932232 + Penalty 2371.774692 = -145092.157540
  nChanged 20
		SP:Iteration 13Q (40408.680000 sec): 3 clusters
  Score: Raw -147502.459234 + Penalty 2371.774692 = -145130.684542
  nChanged 37
		SP:Iteration 14Q (40408.880000 sec): 3 clusters
  Score: Raw -147553.851222 + Penalty 2371.774692 = -145182.076530
  nChanged 48
		SP:Iteration 15Q (40409.090000 sec): 3 clusters
  Score: Raw -147600.912579 + Penalty 2371.774692 = -145229.137887
  nChanged 42
		SP:Iteration 16Q (40409.260000 sec): 3 clusters
  Score: Raw -147641.637866 + Penalty 2371.774692 = -145269.863174
  nChanged 40
		SP:Iteration 17Q (40409.400000 sec): 3 clusters
  Score: Raw -147683.233033 + Penalty 2371.774692 = -145311.458342
  nChanged 43
		SP:Iteration 18Q (40409.600000 sec): 3 clusters
  Score: Raw -147715.332973 + Penalty 2371.774692 = -145343.558281
  nChanged 31
		SP:Iteration 19Q (40409.830000 sec): 3 clusters
  Score: Raw -147737.011325 + Penalty 2371.774692 = -145365.236633
  nChanged 26
		SP:Iteration 20F (40409.990000 sec): 3 clusters
  Score: Raw -147757.292395 + Penalty 2371.774692 = -145385.517703
  nChanged 22
		SP:Iteration 21Q (40410.240000 sec): 3 clusters
  Score: Raw -147778.251095 + Penalty 2371.774692 = -145406.476403
  nChanged 28
		SP:Iteration 22Q (40410.410000 sec): 3 clusters
  Score: Raw -147803.085294 + Penalty 2371.774692 = -145431.310603
  nChanged 19
		SP:Iteration 23Q (40410.650000 sec): 3 clusters
  Score: Raw -147815.331260 + Penalty 2371.774692 = -145443.556568
  nChanged 10
		SP:Iteration 24Q (40410.800000 sec): 3 clusters
  Score: Raw -147822.465528 + Penalty 2371.774692 = -145450.690836
  nChanged 6
		SP:Iteration 25Q (40411.030000 sec): 3 clusters
  Score: Raw -147826.351947 + Penalty 2371.774692 = -145454.577255
  nChanged 2
		SP:Iteration 26Q (40411.160000 sec): 3 clusters
  Score: Raw -147828.294025 + Penalty 2371.774692 = -145456.519334
  nChanged 0
		SP:Iteration 27F (40411.350000 sec): 3 clusters
  Score: Raw -147828.294025 + Penalty 2371.774692 = -145456.519334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40411.460000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40411.620000 sec): 3 clusters
  Score: Raw -285344.978548 + Penalty 2573.080896 = -282771.897652
  nChanged 1005
		SP:Iteration 1F (40411.830000 sec): 3 clusters
  Score: Raw -286001.873416 + Penalty 2573.080896 = -283428.792520
  nChanged 237
		SP:Iteration 2F (40412.040000 sec): 3 clusters
  Score: Raw -286193.887806 + Penalty 2573.080896 = -283620.806909
  nChanged 168
		SP:Iteration 3F (40412.240000 sec): 3 clusters
  Score: Raw -286328.374544 + Penalty 2573.080896 = -283755.293648
  nChanged 143
		SP:Iteration 4F (40412.460000 sec): 3 clusters
  Score: Raw -286433.340199 + Penalty 2573.080896 = -283860.259302
  nChanged 97
		SP:Iteration 5Q (40412.670000 sec): 3 clusters
  Score: Raw -286499.844543 + Penalty 2573.080896 = -283926.763647
  nChanged 90
		SP:Iteration 6Q (40412.870000 sec): 3 clusters
  Score: Raw -286559.954983 + Penalty 2573.080896 = -283986.874087
  nChanged 70
		SP:Iteration 7Q (40413.050000 sec): 3 clusters
  Score: Raw -286599.854501 + Penalty 2573.080896 = -284026.773605
  nChanged 57
		SP:Iteration 8Q (40413.260000 sec): 3 clusters
  Score: Raw -286630.188025 + Penalty 2573.080896 = -284057.107128
  nChanged 43
		SP:Iteration 9Q (40413.420000 sec): 3 clusters
  Score: Raw -286654.637504 + Penalty 2573.080896 = -284081.556607
  nChanged 36
		SP:Iteration 10Q (40413.590000 sec): 3 clusters
  Score: Raw -286674.659973 + Penalty 2573.080896 = -284101.579076
  nChanged 41
		SP:Iteration 11Q (40413.760000 sec): 3 clusters
  Score: Raw -286698.856618 + Penalty 2573.080896 = -284125.775721
  nChanged 43
		SP:Iteration 12Q (40413.940000 sec): 3 clusters
  Score: Raw -286728.578364 + Penalty 2573.080896 = -284155.497467
  nChanged 42
		SP:Iteration 13Q (40414.180000 sec): 3 clusters
  Score: Raw -286751.284153 + Penalty 2573.080896 = -284178.203257
  nChanged 41
		SP:Iteration 14Q (40414.380000 sec): 3 clusters
  Score: Raw -286770.546499 + Penalty 2573.080896 = -284197.465602
  nChanged 25
		SP:Iteration 15Q (40414.600000 sec): 3 clusters
  Score: Raw -286786.573946 + Penalty 2573.080896 = -284213.493050
  nChanged 28
		SP:Iteration 16Q (40414.840000 sec): 3 clusters
  Score: Raw -286811.709255 + Penalty 2573.080896 = -284238.628358
  nChanged 28
		SP:Iteration 17Q (40415.040000 sec): 3 clusters
  Score: Raw -286831.887817 + Penalty 2573.080896 = -284258.806920
  nChanged 36
		SP:Iteration 18Q (40415.230000 sec): 3 clusters
  Score: Raw -286853.220777 + Penalty 2573.080896 = -284280.139880
  nChanged 28
		SP:Iteration 19Q (40415.440000 sec): 3 clusters
  Score: Raw -286866.450785 + Penalty 2573.080896 = -284293.369888
  nChanged 19
		SP:Iteration 20F (40415.650000 sec): 3 clusters
  Score: Raw -286875.571273 + Penalty 2573.080896 = -284302.490377
  nChanged 18
		SP:Iteration 21Q (40415.890000 sec): 3 clusters
  Score: Raw -286884.402358 + Penalty 2573.080896 = -284311.321461
  nChanged 15
		SP:Iteration 22Q (40416.040000 sec): 3 clusters
  Score: Raw -286891.211370 + Penalty 2573.080896 = -284318.130474
  nChanged 17
		SP:Iteration 23Q (40416.240000 sec): 3 clusters
  Score: Raw -286896.825765 + Penalty 2573.080896 = -284323.744868
  nChanged 11
		SP:Iteration 24Q (40416.470000 sec): 3 clusters
  Score: Raw -286901.231306 + Penalty 2573.080896 = -284328.150410
  nChanged 8
		SP:Iteration 25Q (40416.690000 sec): 3 clusters
  Score: Raw -286903.655642 + Penalty 2573.080896 = -284330.574745
  nChanged 4
		SP:Iteration 26Q (40416.850000 sec): 3 clusters
  Score: Raw -286906.142379 + Penalty 2573.080896 = -284333.061483
  nChanged 5
		SP:Iteration 27Q (40417.060000 sec): 3 clusters
  Score: Raw -286909.719495 + Penalty 2573.080896 = -284336.638598
  nChanged 8
		SP:Iteration 28Q (40417.260000 sec): 3 clusters
  Score: Raw -286914.549514 + Penalty 2573.080896 = -284341.468617
  nChanged 7
		SP:Iteration 29Q (40417.440000 sec): 3 clusters
  Score: Raw -286917.019677 + Penalty 2573.080896 = -284343.938781
  nChanged 8
		SP:Iteration 30Q (40417.600000 sec): 3 clusters
  Score: Raw -286919.334406 + Penalty 2573.080896 = -284346.253509
  nChanged 4
		SP:Iteration 31Q (40417.750000 sec): 3 clusters
  Score: Raw -286920.880155 + Penalty 2573.080896 = -284347.799259
  nChanged 5
		SP:Iteration 32Q (40417.940000 sec): 3 clusters
  Score: Raw -286921.867866 + Penalty 2573.080896 = -284348.786969
  nChanged 1
		SP:Iteration 33Q (40418.130000 sec): 3 clusters
  Score: Raw -286922.126025 + Penalty 2573.080896 = -284349.045128
  nChanged 1
		SP:Iteration 34Q (40418.280000 sec): 3 clusters
  Score: Raw -286922.690803 + Penalty 2573.080896 = -284349.609906
  nChanged 2
		SP:Iteration 35Q (40418.420000 sec): 3 clusters
  Score: Raw -286923.402237 + Penalty 2573.080896 = -284350.321341
  nChanged 1
		SP:Iteration 36Q (40418.560000 sec): 3 clusters
  Score: Raw -286923.543756 + Penalty 2573.080896 = -284350.462859
  nChanged 0
		SP:Iteration 37F (40418.720000 sec): 3 clusters
  Score: Raw -286923.543756 + Penalty 2573.080896 = -284350.462859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40418.840000 sec): 2 clusters
  Score: Raw -646445.366269 + Penalty 1419.705618 = -645025.660651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40419.100000 sec): 3 clusters
  Score: Raw -643068.398413 + Penalty 2839.411235 = -640228.987178
  nChanged 2664
		SP:Iteration 1F (40419.300000 sec): 3 clusters
  Score: Raw -644522.863052 + Penalty 2839.411235 = -641683.451817
  nChanged 419
		SP:Iteration 2F (40419.490000 sec): 3 clusters
  Score: Raw -644719.940169 + Penalty 2839.411235 = -641880.528934
  nChanged 315
		SP:Iteration 3F (40419.680000 sec): 3 clusters
  Score: Raw -644859.475058 + Penalty 2839.411235 = -642020.063823
  nChanged 273
		SP:Iteration 4Q (40419.900000 sec): 3 clusters
  Score: Raw -644966.648608 + Penalty 2839.411235 = -642127.237373
  nChanged 232
		SP:Iteration 5Q (40420.100000 sec): 3 clusters
  Score: Raw -645062.063746 + Penalty 2839.411235 = -642222.652510
  nChanged 185
		SP:Iteration 6Q (40420.330000 sec): 3 clusters
  Score: Raw -645141.736981 + Penalty 2839.411235 = -642302.325746
  nChanged 197
		SP:Iteration 7Q (40420.550000 sec): 3 clusters
  Score: Raw -645231.400260 + Penalty 2839.411235 = -642391.989025
  nChanged 197
		SP:Iteration 8Q (40420.740000 sec): 3 clusters
  Score: Raw -645318.340216 + Penalty 2839.411235 = -642478.928981
  nChanged 190
		SP:Iteration 9Q (40420.940000 sec): 3 clusters
  Score: Raw -645422.378354 + Penalty 2839.411235 = -642582.967119
  nChanged 218
		SP:Iteration 10Q (40421.120000 sec): 3 clusters
  Score: Raw -645536.861379 + Penalty 2839.411235 = -642697.450143
  nChanged 210
		SP:Iteration 11Q (40421.290000 sec): 3 clusters
  Score: Raw -645651.361584 + Penalty 2839.411235 = -642811.950349
  nChanged 195
		SP:Iteration 12Q (40421.540000 sec): 3 clusters
  Score: Raw -645756.262450 + Penalty 2839.411235 = -642916.851215
  nChanged 170
		SP:Iteration 13Q (40421.740000 sec): 3 clusters
  Score: Raw -645850.479435 + Penalty 2839.411235 = -643011.068200
  nChanged 165
		SP:Iteration 14Q (40421.980000 sec): 3 clusters
  Score: Raw -645955.010461 + Penalty 2839.411235 = -643115.599225
  nChanged 172
		SP:Iteration 15Q (40422.190000 sec): 3 clusters
  Score: Raw -646067.613423 + Penalty 2839.411235 = -643228.202187
  nChanged 132
		SP:Iteration 16Q (40422.380000 sec): 3 clusters
  Score: Raw -646153.511837 + Penalty 2839.411235 = -643314.100601
  nChanged 115
		SP:Iteration 17Q (40422.550000 sec): 3 clusters
  Score: Raw -646232.411193 + Penalty 2839.411235 = -643392.999958
  nChanged 97
		SP:Iteration 18Q (40422.770000 sec): 3 clusters
  Score: Raw -646299.107874 + Penalty 2839.411235 = -643459.696638
  nChanged 79
		SP:Iteration 19Q (40422.970000 sec): 3 clusters
  Score: Raw -646363.167571 + Penalty 2839.411235 = -643523.756335
  nChanged 67
		SP:Iteration 20F (40423.170000 sec): 3 clusters
  Score: Raw -646424.235496 + Penalty 2839.411235 = -643584.824260
  nChanged 56
		SP:Iteration 21Q (40423.350000 sec): 3 clusters
  Score: Raw -646471.669748 + Penalty 2839.411235 = -643632.258512
  nChanged 37
		SP:Iteration 22Q (40423.540000 sec): 3 clusters
  Score: Raw -646506.594253 + Penalty 2839.411235 = -643667.183018
  nChanged 29
		SP:Iteration 23Q (40423.740000 sec): 3 clusters
  Score: Raw -646537.423823 + Penalty 2839.411235 = -643698.012587
  nChanged 20
		SP:Iteration 24Q (40423.960000 sec): 3 clusters
  Score: Raw -646560.324616 + Penalty 2839.411235 = -643720.913381
  nChanged 18
		SP:Iteration 25Q (40424.170000 sec): 3 clusters
  Score: Raw -646585.212626 + Penalty 2839.411235 = -643745.801391
  nChanged 7
		SP:Iteration 26Q (40424.400000 sec): 3 clusters
  Score: Raw -646593.090779 + Penalty 2839.411235 = -643753.679543
  nChanged 8
		SP:Iteration 27Q (40424.610000 sec): 3 clusters
  Score: Raw -646602.626639 + Penalty 2839.411235 = -643763.215403
  nChanged 8
		SP:Iteration 28Q (40424.870000 sec): 3 clusters
  Score: Raw -646609.652328 + Penalty 2839.411235 = -643770.241093
  nChanged 4
		SP:Iteration 29Q (40425.070000 sec): 3 clusters
  Score: Raw -646612.179463 + Penalty 2839.411235 = -643772.768227
  nChanged 0
		SP:Iteration 30F (40425.290000 sec): 3 clusters
  Score: Raw -646612.179463 + Penalty 2839.411235 = -643772.768227
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40425.430000 sec): 2 clusters
  Score: Raw -180915.742965 + Penalty 1210.354252 = -179705.388713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40425.580000 sec): 3 clusters
  Score: Raw -180197.215015 + Penalty 2420.708505 = -177776.506511
  nChanged 586
		SP:Iteration 1F (40425.740000 sec): 3 clusters
  Score: Raw -180588.592636 + Penalty 2420.708505 = -178167.884131
  nChanged 121
		SP:Iteration 2F (40425.910000 sec): 3 clusters
  Score: Raw -180690.746484 + Penalty 2420.708505 = -178270.037979
  nChanged 84
		SP:Iteration 3Q (40426.090000 sec): 3 clusters
  Score: Raw -180751.014630 + Penalty 2420.708505 = -178330.306125
  nChanged 49
		SP:Iteration 4Q (40426.260000 sec): 3 clusters
  Score: Raw -180781.813780 + Penalty 2420.708505 = -178361.105275
  nChanged 34
		SP:Iteration 5Q (40426.450000 sec): 3 clusters
  Score: Raw -180802.829244 + Penalty 2420.708505 = -178382.120739
  nChanged 22
		SP:Iteration 6Q (40426.590000 sec): 3 clusters
  Score: Raw -180816.232259 + Penalty 2420.708505 = -178395.523754
  nChanged 21
		SP:Iteration 7Q (40426.750000 sec): 3 clusters
  Score: Raw -180827.947110 + Penalty 2420.708505 = -178407.238605
  nChanged 13
		SP:Iteration 8Q (40426.940000 sec): 3 clusters
  Score: Raw -180834.837935 + Penalty 2420.708505 = -178414.129430
  nChanged 15
		SP:Iteration 9Q (40427.060000 sec): 3 clusters
  Score: Raw -180841.976889 + Penalty 2420.708505 = -178421.268384
  nChanged 11
		SP:Iteration 10Q (40427.260000 sec): 3 clusters
  Score: Raw -180847.789533 + Penalty 2420.708505 = -178427.081028
  nChanged 11
		SP:Iteration 11Q (40427.370000 sec): 3 clusters
  Score: Raw -180851.825589 + Penalty 2420.708505 = -178431.117084
  nChanged 7
		SP:Iteration 12Q (40427.530000 sec): 3 clusters
  Score: Raw -180855.840983 + Penalty 2420.708505 = -178435.132478
  nChanged 7
		SP:Iteration 13Q (40427.660000 sec): 3 clusters
  Score: Raw -180859.209042 + Penalty 2420.708505 = -178438.500537
  nChanged 7
		SP:Iteration 14Q (40427.810000 sec): 3 clusters
  Score: Raw -180862.120589 + Penalty 2420.708505 = -178441.412084
  nChanged 4
		SP:Iteration 15Q (40427.960000 sec): 3 clusters
  Score: Raw -180863.298503 + Penalty 2420.708505 = -178442.589998
  nChanged 1
		SP:Iteration 16Q (40428.060000 sec): 3 clusters
  Score: Raw -180863.728784 + Penalty 2420.708505 = -178443.020279
  nChanged 2
		SP:Iteration 17Q (40428.210000 sec): 3 clusters
  Score: Raw -180864.662365 + Penalty 2420.708505 = -178443.953860
  nChanged 2
		SP:Iteration 18Q (40428.360000 sec): 3 clusters
  Score: Raw -180865.699890 + Penalty 2420.708505 = -178444.991385
  nChanged 0
		SP:Iteration 19F (40428.510000 sec): 3 clusters
  Score: Raw -180865.699890 + Penalty 2420.708505 = -178444.991385
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40428.610000 sec): 2 clusters
  Score: Raw -620200.585005 + Penalty 1419.627311 = -618780.957694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40428.850000 sec): 3 clusters
  Score: Raw -616911.395612 + Penalty 2839.254621 = -614072.140990
  nChanged 2513
		SP:Iteration 1F (40429.060000 sec): 3 clusters
  Score: Raw -618322.213342 + Penalty 2839.254621 = -615482.958720
  nChanged 417
		SP:Iteration 2F (40429.270000 sec): 3 clusters
  Score: Raw -618561.283932 + Penalty 2839.254621 = -615722.029310
  nChanged 350
		SP:Iteration 3F (40429.490000 sec): 3 clusters
  Score: Raw -618763.325798 + Penalty 2839.254621 = -615924.071177
  nChanged 303
		SP:Iteration 4Q (40429.650000 sec): 3 clusters
  Score: Raw -618961.886731 + Penalty 2839.254621 = -616122.632110
  nChanged 329
		SP:Iteration 5F (40429.820000 sec): 3 clusters
  Score: Raw -619181.536908 + Penalty 2839.254621 = -616342.282286
  nChanged 335
		SP:Iteration 6F (40430.010000 sec): 3 clusters
  Score: Raw -619395.375908 + Penalty 2839.254621 = -616556.121286
  nChanged 333
		SP:Iteration 7F (40430.230000 sec): 3 clusters
  Score: Raw -619617.908324 + Penalty 2839.254621 = -616778.653703
  nChanged 321
		SP:Iteration 8F (40430.420000 sec): 3 clusters
  Score: Raw -619846.596511 + Penalty 2839.254621 = -617007.341890
  nChanged 283
		SP:Iteration 9Q (40430.610000 sec): 3 clusters
  Score: Raw -620029.574115 + Penalty 2839.254621 = -617190.319494
  nChanged 241
		SP:Iteration 10Q (40430.810000 sec): 3 clusters
  Score: Raw -620202.683977 + Penalty 2839.254621 = -617363.429355
  nChanged 223
		SP:Iteration 11Q (40430.990000 sec): 3 clusters
  Score: Raw -620382.325617 + Penalty 2839.254621 = -617543.070996
  nChanged 178
		SP:Iteration 12Q (40431.190000 sec): 3 clusters
  Score: Raw -620525.445207 + Penalty 2839.254621 = -617686.190586
  nChanged 142
		SP:Iteration 13Q (40431.400000 sec): 3 clusters
  Score: Raw -620624.986476 + Penalty 2839.254621 = -617785.731855
  nChanged 90
		SP:Iteration 14Q (40431.630000 sec): 3 clusters
  Score: Raw -620675.141662 + Penalty 2839.254621 = -617835.887040
  nChanged 70
		SP:Iteration 15Q (40431.830000 sec): 3 clusters
  Score: Raw -620711.840052 + Penalty 2839.254621 = -617872.585431
  nChanged 58
		SP:Iteration 16Q (40432.030000 sec): 3 clusters
  Score: Raw -620735.785192 + Penalty 2839.254621 = -617896.530570
  nChanged 40
		SP:Iteration 17Q (40432.260000 sec): 3 clusters
  Score: Raw -620750.622295 + Penalty 2839.254621 = -617911.367674
  nChanged 31
		SP:Iteration 18Q (40432.420000 sec): 3 clusters
  Score: Raw -620761.456174 + Penalty 2839.254621 = -617922.201553
  nChanged 28
		SP:Iteration 19Q (40432.600000 sec): 3 clusters
  Score: Raw -620773.063820 + Penalty 2839.254621 = -617933.809199
  nChanged 26
		SP:Iteration 20F (40432.780000 sec): 3 clusters
  Score: Raw -620783.572722 + Penalty 2839.254621 = -617944.318101
  nChanged 26
		SP:Iteration 21Q (40433.010000 sec): 3 clusters
  Score: Raw -620795.424849 + Penalty 2839.254621 = -617956.170227
  nChanged 20
		SP:Iteration 22Q (40433.230000 sec): 3 clusters
  Score: Raw -620803.960791 + Penalty 2839.254621 = -617964.706170
  nChanged 22
		SP:Iteration 23Q (40433.410000 sec): 3 clusters
  Score: Raw -620810.268637 + Penalty 2839.254621 = -617971.014016
  nChanged 12
		SP:Iteration 24Q (40433.610000 sec): 3 clusters
  Score: Raw -620814.417627 + Penalty 2839.254621 = -617975.163005
  nChanged 12
		SP:Iteration 25Q (40433.830000 sec): 3 clusters
  Score: Raw -620818.548154 + Penalty 2839.254621 = -617979.293532
  nChanged 9
		SP:Iteration 26Q (40434.030000 sec): 3 clusters
  Score: Raw -620822.422609 + Penalty 2839.254621 = -617983.167987
  nChanged 8
		SP:Iteration 27Q (40434.230000 sec): 3 clusters
  Score: Raw -620824.865347 + Penalty 2839.254621 = -617985.610726
  nChanged 7
		SP:Iteration 28Q (40434.440000 sec): 3 clusters
  Score: Raw -620826.660540 + Penalty 2839.254621 = -617987.405919
  nChanged 7
		SP:Iteration 29Q (40434.620000 sec): 3 clusters
  Score: Raw -620828.436909 + Penalty 2839.254621 = -617989.182288
  nChanged 9
		SP:Iteration 30Q (40434.840000 sec): 3 clusters
  Score: Raw -620832.462311 + Penalty 2839.254621 = -617993.207690
  nChanged 10
		SP:Iteration 31Q (40435.050000 sec): 3 clusters
  Score: Raw -620836.938749 + Penalty 2839.254621 = -617997.684127
  nChanged 10
		SP:Iteration 32Q (40435.260000 sec): 3 clusters
  Score: Raw -620840.579789 + Penalty 2839.254621 = -618001.325168
  nChanged 8
		SP:Iteration 33Q (40435.440000 sec): 3 clusters
  Score: Raw -620843.303512 + Penalty 2839.254621 = -618004.048891
  nChanged 7
		SP:Iteration 34Q (40435.690000 sec): 3 clusters
  Score: Raw -620845.531366 + Penalty 2839.254621 = -618006.276745
  nChanged 6
		SP:Iteration 35Q (40435.890000 sec): 3 clusters
  Score: Raw -620849.420593 + Penalty 2839.254621 = -618010.165972
  nChanged 6
		SP:Iteration 36Q (40436.130000 sec): 3 clusters
  Score: Raw -620851.546151 + Penalty 2839.254621 = -618012.291530
  nChanged 5
		SP:Iteration 37Q (40436.320000 sec): 3 clusters
  Score: Raw -620852.825318 + Penalty 2839.254621 = -618013.570697
  nChanged 3
		SP:Iteration 38Q (40436.530000 sec): 3 clusters
  Score: Raw -620854.403467 + Penalty 2839.254621 = -618015.148845
  nChanged 1
		SP:Iteration 39Q (40436.750000 sec): 3 clusters
  Score: Raw -620854.742426 + Penalty 2839.254621 = -618015.487805
  nChanged 1
		SP:Iteration 40F (40436.930000 sec): 3 clusters
  Score: Raw -620855.254672 + Penalty 2839.254621 = -618016.000051
  nChanged 1
		SP:Iteration 41Q (40437.150000 sec): 3 clusters
  Score: Raw -620855.580222 + Penalty 2839.254621 = -618016.325601
  nChanged 0
		SP:Iteration 42F (40437.380000 sec): 3 clusters
  Score: Raw -620855.580222 + Penalty 2839.254621 = -618016.325601
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40437.590000 sec): 2 clusters
  Score: Raw -2307116.710481 + Penalty 1630.030489 = -2305486.679992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40437.830000 sec): 3 clusters
  Score: Raw -2293475.397425 + Penalty 3260.060979 = -2290215.336446
  nChanged 10296
		SP:Iteration 1F (40438.150000 sec): 3 clusters
  Score: Raw -2298989.543364 + Penalty 3260.060979 = -2295729.482385
  nChanged 1055
		SP:Iteration 2Q (40438.510000 sec): 3 clusters
  Score: Raw -2299318.375512 + Penalty 3260.060979 = -2296058.314533
  nChanged 910
		SP:Iteration 3Q (40438.850000 sec): 3 clusters
  Score: Raw -2299586.884302 + Penalty 3260.060979 = -2296326.823324
  nChanged 811
		SP:Iteration 4Q (40439.120000 sec): 3 clusters
  Score: Raw -2299817.283912 + Penalty 3260.060979 = -2296557.222933
  nChanged 768
		SP:Iteration 5Q (40439.400000 sec): 3 clusters
  Score: Raw -2300043.568739 + Penalty 3260.060979 = -2296783.507761
  nChanged 772
		SP:Iteration 6Q (40439.700000 sec): 3 clusters
  Score: Raw -2300293.923002 + Penalty 3260.060979 = -2297033.862024
  nChanged 764
		SP:Iteration 7Q (40439.980000 sec): 3 clusters
  Score: Raw -2300576.287328 + Penalty 3260.060979 = -2297316.226350
  nChanged 826
		SP:Iteration 8Q (40440.220000 sec): 3 clusters
  Score: Raw -2300897.059233 + Penalty 3260.060979 = -2297636.998255
  nChanged 878
		SP:Iteration 9Q (40440.510000 sec): 3 clusters
  Score: Raw -2301294.260083 + Penalty 3260.060979 = -2298034.199105
  nChanged 914
		SP:Iteration 10Q (40440.810000 sec): 3 clusters
  Score: Raw -2301762.515436 + Penalty 3260.060979 = -2298502.454457
  nChanged 984
		SP:Iteration 11Q (40441.130000 sec): 3 clusters
  Score: Raw -2302325.100053 + Penalty 3260.060979 = -2299065.039074
  nChanged 973
		SP:Iteration 12Q (40441.410000 sec): 3 clusters
  Score: Raw -2302884.644068 + Penalty 3260.060979 = -2299624.583089
  nChanged 899
		SP:Iteration 13Q (40441.740000 sec): 3 clusters
  Score: Raw -2303334.353877 + Penalty 3260.060979 = -2300074.292898
  nChanged 687
		SP:Iteration 14Q (40442.000000 sec): 3 clusters
  Score: Raw -2303598.119013 + Penalty 3260.060979 = -2300338.058034
  nChanged 535
		SP:Iteration 15Q (40442.290000 sec): 3 clusters
  Score: Raw -2303759.908121 + Penalty 3260.060979 = -2300499.847142
  nChanged 410
		SP:Iteration 16Q (40442.580000 sec): 3 clusters
  Score: Raw -2303864.610525 + Penalty 3260.060979 = -2300604.549546
  nChanged 294
		SP:Iteration 17Q (40442.820000 sec): 3 clusters
  Score: Raw -2303935.524636 + Penalty 3260.060979 = -2300675.463657
  nChanged 256
		SP:Iteration 18Q (40443.110000 sec): 3 clusters
  Score: Raw -2303996.628217 + Penalty 3260.060979 = -2300736.567238
  nChanged 227
		SP:Iteration 19Q (40443.420000 sec): 3 clusters
  Score: Raw -2304049.235319 + Penalty 3260.060979 = -2300789.174340
  nChanged 233
		SP:Iteration 20F (40443.670000 sec): 3 clusters
  Score: Raw -2304103.179439 + Penalty 3260.060979 = -2300843.118460
  nChanged 240
		SP:Iteration 21Q (40443.960000 sec): 3 clusters
  Score: Raw -2304162.911317 + Penalty 3260.060979 = -2300902.850338
  nChanged 253
		SP:Iteration 22Q (40444.240000 sec): 3 clusters
  Score: Raw -2304232.081800 + Penalty 3260.060979 = -2300972.020821
  nChanged 287
		SP:Iteration 23Q (40444.530000 sec): 3 clusters
  Score: Raw -2304316.101090 + Penalty 3260.060979 = -2301056.040112
  nChanged 300
		SP:Iteration 24Q (40444.830000 sec): 3 clusters
  Score: Raw -2304412.725333 + Penalty 3260.060979 = -2301152.664355
  nChanged 311
		SP:Iteration 25Q (40445.160000 sec): 3 clusters
  Score: Raw -2304512.967488 + Penalty 3260.060979 = -2301252.906509
  nChanged 330
		SP:Iteration 26Q (40445.470000 sec): 3 clusters
  Score: Raw -2304620.297671 + Penalty 3260.060979 = -2301360.236692
  nChanged 302
		SP:Iteration 27Q (40445.770000 sec): 3 clusters
  Score: Raw -2304725.003987 + Penalty 3260.060979 = -2301464.943008
  nChanged 316
		SP:Iteration 28Q (40446.060000 sec): 3 clusters
  Score: Raw -2304835.696681 + Penalty 3260.060979 = -2301575.635702
  nChanged 280
		SP:Iteration 29Q (40446.370000 sec): 3 clusters
  Score: Raw -2304927.009541 + Penalty 3260.060979 = -2301666.948562
  nChanged 302
		SP:Iteration 30Q (40446.660000 sec): 3 clusters
  Score: Raw -2305034.434167 + Penalty 3260.060979 = -2301774.373188
  nChanged 305
		SP:Iteration 31Q (40446.950000 sec): 3 clusters
  Score: Raw -2305157.358067 + Penalty 3260.060979 = -2301897.297088
  nChanged 337
		SP:Iteration 32Q (40447.210000 sec): 3 clusters
  Score: Raw -2305306.904465 + Penalty 3260.060979 = -2302046.843487
  nChanged 336
		SP:Iteration 33Q (40447.510000 sec): 3 clusters
  Score: Raw -2305474.125474 + Penalty 3260.060979 = -2302214.064495
  nChanged 379
		SP:Iteration 34Q (40447.790000 sec): 3 clusters
  Score: Raw -2305700.069737 + Penalty 3260.060979 = -2302440.008758
  nChanged 366
		SP:Iteration 35Q (40448.100000 sec): 3 clusters
  Score: Raw -2305936.877443 + Penalty 3260.060979 = -2302676.816464
  nChanged 322
		SP:Iteration 36Q (40448.380000 sec): 3 clusters
  Score: Raw -2306150.318057 + Penalty 3260.060979 = -2302890.257079
  nChanged 302
		SP:Iteration 37Q (40448.670000 sec): 3 clusters
  Score: Raw -2306364.835322 + Penalty 3260.060979 = -2303104.774343
  nChanged 266
		SP:Iteration 38Q (40448.970000 sec): 3 clusters
  Score: Raw -2306553.298252 + Penalty 3260.060979 = -2303293.237273
  nChanged 231
		SP:Iteration 39Q (40449.220000 sec): 3 clusters
  Score: Raw -2306712.168955 + Penalty 3260.060979 = -2303452.107977
  nChanged 187
		SP:Iteration 40F (40449.530000 sec): 3 clusters
  Score: Raw -2306837.969081 + Penalty 3260.060979 = -2303577.908103
  nChanged 164
		SP:Iteration 41Q (40449.860000 sec): 3 clusters
  Score: Raw -2306962.621949 + Penalty 3260.060979 = -2303702.560970
  nChanged 131
		SP:Iteration 42Q (40450.120000 sec): 3 clusters
  Score: Raw -2307053.085574 + Penalty 3260.060979 = -2303793.024595
  nChanged 99
		SP:Iteration 43Q (40450.410000 sec): 3 clusters
  Score: Raw -2307113.613435 + Penalty 3260.060979 = -2303853.552456
  nChanged 78
		SP:Iteration 44Q (40450.690000 sec): 3 clusters
  Score: Raw -2307184.039115 + Penalty 3260.060979 = -2303923.978136
  nChanged 74
		SP:Iteration 45Q (40451.010000 sec): 3 clusters
  Score: Raw -2307237.717518 + Penalty 3260.060979 = -2303977.656539
  nChanged 53
		SP:Iteration 46Q (40451.280000 sec): 3 clusters
  Score: Raw -2307276.260806 + Penalty 3260.060979 = -2304016.199827
  nChanged 57
		SP:Iteration 47Q (40451.570000 sec): 3 clusters
  Score: Raw -2307312.024329 + Penalty 3260.060979 = -2304051.963350
  nChanged 40
		SP:Iteration 48Q (40451.890000 sec): 3 clusters
  Score: Raw -2307338.245157 + Penalty 3260.060979 = -2304078.184178
  nChanged 35
		SP:Iteration 49Q (40452.150000 sec): 3 clusters
  Score: Raw -2307357.295071 + Penalty 3260.060979 = -2304097.234092
  nChanged 21
		SP:Iteration 50Q (40452.410000 sec): 3 clusters
  Score: Raw -2307370.713769 + Penalty 3260.060979 = -2304110.652790
  nChanged 19
		SP:Iteration 51Q (40452.720000 sec): 3 clusters
  Score: Raw -2307382.785583 + Penalty 3260.060979 = -2304122.724604
  nChanged 14
		SP:Iteration 52Q (40452.940000 sec): 3 clusters
  Score: Raw -2307392.128955 + Penalty 3260.060979 = -2304132.067976
  nChanged 10
		SP:Iteration 53Q (40453.220000 sec): 3 clusters
  Score: Raw -2307400.248749 + Penalty 3260.060979 = -2304140.187770
  nChanged 10
		SP:Iteration 54Q (40453.510000 sec): 3 clusters
  Score: Raw -2307405.417902 + Penalty 3260.060979 = -2304145.356924
  nChanged 10
		SP:Iteration 55Q (40453.790000 sec): 3 clusters
  Score: Raw -2307411.630157 + Penalty 3260.060979 = -2304151.569178
  nChanged 13
		SP:Iteration 56Q (40454.030000 sec): 3 clusters
  Score: Raw -2307419.636233 + Penalty 3260.060979 = -2304159.575254
  nChanged 11
		SP:Iteration 57Q (40454.330000 sec): 3 clusters
  Score: Raw -2307425.598093 + Penalty 3260.060979 = -2304165.537115
  nChanged 10
		SP:Iteration 58Q (40454.560000 sec): 3 clusters
  Score: Raw -2307431.757381 + Penalty 3260.060979 = -2304171.696402
  nChanged 7
		SP:Iteration 59Q (40454.850000 sec): 3 clusters
  Score: Raw -2307435.231103 + Penalty 3260.060979 = -2304175.170124
  nChanged 4
		SP:Iteration 60F (40455.150000 sec): 3 clusters
  Score: Raw -2307437.452697 + Penalty 3260.060979 = -2304177.391718
  nChanged 8
		SP:Iteration 61Q (40455.430000 sec): 3 clusters
  Score: Raw -2307442.416311 + Penalty 3260.060979 = -2304182.355332
  nChanged 9
		SP:Iteration 62Q (40455.670000 sec): 3 clusters
  Score: Raw -2307447.541972 + Penalty 3260.060979 = -2304187.480993
  nChanged 1
		SP:Iteration 63Q (40455.960000 sec): 3 clusters
  Score: Raw -2307447.773046 + Penalty 3260.060979 = -2304187.712067
  nChanged 1
		SP:Iteration 64Q (40456.220000 sec): 3 clusters
  Score: Raw -2307448.367719 + Penalty 3260.060979 = -2304188.306740
  nChanged 2
		SP:Iteration 65Q (40456.500000 sec): 3 clusters
  Score: Raw -2307450.321500 + Penalty 3260.060979 = -2304190.260521
  nChanged 5
		SP:Iteration 66Q (40456.810000 sec): 3 clusters
  Score: Raw -2307452.641946 + Penalty 3260.060979 = -2304192.580967
  nChanged 1
		SP:Iteration 67Q (40457.100000 sec): 3 clusters
  Score: Raw -2307453.189387 + Penalty 3260.060979 = -2304193.128409
  nChanged 1
		SP:Iteration 68Q (40457.380000 sec): 3 clusters
  Score: Raw -2307453.435268 + Penalty 3260.060979 = -2304193.374290
  nChanged 0
		SP:Iteration 69F (40457.710000 sec): 3 clusters
  Score: Raw -2307453.435268 + Penalty 3260.060979 = -2304193.374290
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3793 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40457.820000 sec): 2 clusters
  Score: Raw -351832.979124 + Penalty 1339.148288 = -350493.830836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40458.060000 sec): 3 clusters
  Score: Raw -350055.479195 + Penalty 2678.296576 = -347377.182619
  nChanged 1516
		SP:Iteration 1F (40458.280000 sec): 3 clusters
  Score: Raw -351267.075099 + Penalty 2678.296576 = -348588.778523
  nChanged 398
		SP:Iteration 2F (40458.460000 sec): 3 clusters
  Score: Raw -351699.461359 + Penalty 2678.296576 = -349021.164783
  nChanged 283
		SP:Iteration 3F (40458.650000 sec): 3 clusters
  Score: Raw -351968.526142 + Penalty 2678.296576 = -349290.229566
  nChanged 229
		SP:Iteration 4F (40458.880000 sec): 3 clusters
  Score: Raw -352160.803748 + Penalty 2678.296576 = -349482.507172
  nChanged 183
		SP:Iteration 5Q (40459.080000 sec): 3 clusters
  Score: Raw -352309.127917 + Penalty 2678.296576 = -349630.831341
  nChanged 142
		SP:Iteration 6Q (40459.250000 sec): 3 clusters
  Score: Raw -352427.667352 + Penalty 2678.296576 = -349749.370776
  nChanged 120
		SP:Iteration 7Q (40459.480000 sec): 3 clusters
  Score: Raw -352510.584703 + Penalty 2678.296576 = -349832.288127
  nChanged 102
		SP:Iteration 8Q (40459.660000 sec): 3 clusters
  Score: Raw -352581.671623 + Penalty 2678.296576 = -349903.375047
  nChanged 96
		SP:Iteration 9Q (40459.840000 sec): 3 clusters
  Score: Raw -352651.009983 + Penalty 2678.296576 = -349972.713407
  nChanged 80
		SP:Iteration 10Q (40460.070000 sec): 3 clusters
  Score: Raw -352721.707790 + Penalty 2678.296576 = -350043.411214
  nChanged 70
		SP:Iteration 11Q (40460.250000 sec): 3 clusters
  Score: Raw -352773.369973 + Penalty 2678.296576 = -350095.073396
  nChanged 52
		SP:Iteration 12Q (40460.460000 sec): 3 clusters
  Score: Raw -352802.011794 + Penalty 2678.296576 = -350123.715218
  nChanged 38
		SP:Iteration 13Q (40460.710000 sec): 3 clusters
  Score: Raw -352817.316232 + Penalty 2678.296576 = -350139.019656
  nChanged 21
		SP:Iteration 14Q (40460.890000 sec): 3 clusters
  Score: Raw -352825.333584 + Penalty 2678.296576 = -350147.037008
  nChanged 13
		SP:Iteration 15Q (40461.100000 sec): 3 clusters
  Score: Raw -352829.295750 + Penalty 2678.296576 = -350150.999174
  nChanged 10
		SP:Iteration 16Q (40461.300000 sec): 3 clusters
  Score: Raw -352832.192598 + Penalty 2678.296576 = -350153.896022
  nChanged 6
		SP:Iteration 17Q (40461.480000 sec): 3 clusters
  Score: Raw -352834.215699 + Penalty 2678.296576 = -350155.919123
  nChanged 11
		SP:Iteration 18Q (40461.710000 sec): 3 clusters
  Score: Raw -352837.082156 + Penalty 2678.296576 = -350158.785580
  nChanged 11
		SP:Iteration 19Q (40461.900000 sec): 3 clusters
  Score: Raw -352840.495517 + Penalty 2678.296576 = -350162.198941
  nChanged 11
		SP:Iteration 20F (40462.160000 sec): 3 clusters
  Score: Raw -352844.351866 + Penalty 2678.296576 = -350166.055290
  nChanged 10
		SP:Iteration 21Q (40462.340000 sec): 3 clusters
  Score: Raw -352849.274050 + Penalty 2678.296576 = -350170.977474
  nChanged 14
		SP:Iteration 22Q (40462.510000 sec): 3 clusters
  Score: Raw -352856.276922 + Penalty 2678.296576 = -350177.980346
  nChanged 16
		SP:Iteration 23Q (40462.690000 sec): 3 clusters
  Score: Raw -352861.976037 + Penalty 2678.296576 = -350183.679461
  nChanged 11
		SP:Iteration 24Q (40462.860000 sec): 3 clusters
  Score: Raw -352865.322306 + Penalty 2678.296576 = -350187.025730
  nChanged 12
		SP:Iteration 25Q (40463.070000 sec): 3 clusters
  Score: Raw -352869.812068 + Penalty 2678.296576 = -350191.515492
  nChanged 6
		SP:Iteration 26Q (40463.300000 sec): 3 clusters
  Score: Raw -352871.997498 + Penalty 2678.296576 = -350193.700922
  nChanged 10
		SP:Iteration 27Q (40463.470000 sec): 3 clusters
  Score: Raw -352875.225511 + Penalty 2678.296576 = -350196.928934
  nChanged 6
		SP:Iteration 28Q (40463.660000 sec): 3 clusters
  Score: Raw -352877.072163 + Penalty 2678.296576 = -350198.775587
  nChanged 7
		SP:Iteration 29Q (40463.850000 sec): 3 clusters
  Score: Raw -352879.349568 + Penalty 2678.296576 = -350201.052992
  nChanged 6
		SP:Iteration 30Q (40464.060000 sec): 3 clusters
  Score: Raw -352881.095121 + Penalty 2678.296576 = -350202.798545
  nChanged 4
		SP:Iteration 31Q (40464.240000 sec): 3 clusters
  Score: Raw -352881.826292 + Penalty 2678.296576 = -350203.529716
  nChanged 4
		SP:Iteration 32Q (40464.460000 sec): 3 clusters
  Score: Raw -352882.766868 + Penalty 2678.296576 = -350204.470292
  nChanged 2
		SP:Iteration 33Q (40464.620000 sec): 3 clusters
  Score: Raw -352883.661211 + Penalty 2678.296576 = -350205.364635
  nChanged 4
		SP:Iteration 34Q (40464.810000 sec): 3 clusters
  Score: Raw -352884.865165 + Penalty 2678.296576 = -350206.568589
  nChanged 2
		SP:Iteration 35Q (40465.000000 sec): 3 clusters
  Score: Raw -352885.581856 + Penalty 2678.296576 = -350207.285280
  nChanged 2
		SP:Iteration 36Q (40465.140000 sec): 3 clusters
  Score: Raw -352886.300381 + Penalty 2678.296576 = -350208.003805
  nChanged 5
		SP:Iteration 37Q (40465.360000 sec): 3 clusters
  Score: Raw -352888.226899 + Penalty 2678.296576 = -350209.930323
  nChanged 4
		SP:Iteration 38Q (40465.580000 sec): 3 clusters
  Score: Raw -352888.919892 + Penalty 2678.296576 = -350210.623316
  nChanged 2
		SP:Iteration 39Q (40465.750000 sec): 3 clusters
  Score: Raw -352889.403092 + Penalty 2678.296576 = -350211.106516
  nChanged 4
		SP:Iteration 40F (40465.970000 sec): 3 clusters
  Score: Raw -352890.170590 + Penalty 2678.296576 = -350211.874014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40466.090000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40466.280000 sec): 3 clusters
  Score: Raw -13954.928436 + Penalty 1598.993801 = -12355.934635
  nChanged 15
		SP:Iteration 1F (40466.460000 sec): 3 clusters
  Score: Raw -14020.186535 + Penalty 1598.993801 = -12421.192734
  nChanged 3
		SP:Iteration 2Q (40466.650000 sec): 3 clusters
  Score: Raw -14044.338362 + Penalty 1598.993801 = -12445.344561
  nChanged 1
		SP:Iteration 3Q (40466.830000 sec): 3 clusters
  Score: Raw -14051.927541 + Penalty 1598.993801 = -12452.933740
  nChanged 0
		SP:Iteration 4F (40467.040000 sec): 3 clusters
  Score: Raw -14051.927541 + Penalty 1598.993801 = -12452.933740
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40467.180000 sec): 2 clusters
  Score: Raw -468564.004893 + Penalty 1370.069915 = -467193.934978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40467.400000 sec): 3 clusters
  Score: Raw -466278.765083 + Penalty 2740.139830 = -463538.625252
  nChanged 1771
		SP:Iteration 1F (40467.630000 sec): 3 clusters
  Score: Raw -467274.510285 + Penalty 2740.139830 = -464534.370455
  nChanged 348
		SP:Iteration 2F (40467.830000 sec): 3 clusters
  Score: Raw -467487.694729 + Penalty 2740.139830 = -464747.554898
  nChanged 256
		SP:Iteration 3F (40468.070000 sec): 3 clusters
  Score: Raw -467635.272810 + Penalty 2740.139830 = -464895.132980
  nChanged 203
		SP:Iteration 4Q (40468.240000 sec): 3 clusters
  Score: Raw -467733.314043 + Penalty 2740.139830 = -464993.174213
  nChanged 147
		SP:Iteration 5Q (40468.490000 sec): 3 clusters
  Score: Raw -467804.345736 + Penalty 2740.139830 = -465064.205906
  nChanged 136
		SP:Iteration 6Q (40468.650000 sec): 3 clusters
  Score: Raw -467875.067273 + Penalty 2740.139830 = -465134.927442
  nChanged 137
		SP:Iteration 7Q (40468.890000 sec): 3 clusters
  Score: Raw -467943.911059 + Penalty 2740.139830 = -465203.771229
  nChanged 111
		SP:Iteration 8Q (40469.080000 sec): 3 clusters
  Score: Raw -467996.648637 + Penalty 2740.139830 = -465256.508807
  nChanged 104
		SP:Iteration 9Q (40469.310000 sec): 3 clusters
  Score: Raw -468046.982260 + Penalty 2740.139830 = -465306.842429
  nChanged 113
		SP:Iteration 10Q (40469.500000 sec): 3 clusters
  Score: Raw -468107.859286 + Penalty 2740.139830 = -465367.719456
  nChanged 115
		SP:Iteration 11Q (40469.650000 sec): 3 clusters
  Score: Raw -468168.364321 + Penalty 2740.139830 = -465428.224490
  nChanged 114
		SP:Iteration 12Q (40469.890000 sec): 3 clusters
  Score: Raw -468221.434238 + Penalty 2740.139830 = -465481.294408
  nChanged 91
		SP:Iteration 13Q (40470.050000 sec): 3 clusters
  Score: Raw -468267.518885 + Penalty 2740.139830 = -465527.379055
  nChanged 89
		SP:Iteration 14Q (40470.290000 sec): 3 clusters
  Score: Raw -468312.911147 + Penalty 2740.139830 = -465572.771317
  nChanged 85
		SP:Iteration 15Q (40470.450000 sec): 3 clusters
  Score: Raw -468349.126749 + Penalty 2740.139830 = -465608.986919
  nChanged 71
		SP:Iteration 16Q (40470.680000 sec): 3 clusters
  Score: Raw -468380.947572 + Penalty 2740.139830 = -465640.807742
  nChanged 74
		SP:Iteration 17Q (40470.910000 sec): 3 clusters
  Score: Raw -468420.683090 + Penalty 2740.139830 = -465680.543260
  nChanged 67
		SP:Iteration 18Q (40471.100000 sec): 3 clusters
  Score: Raw -468452.924356 + Penalty 2740.139830 = -465712.784526
  nChanged 67
		SP:Iteration 19Q (40471.350000 sec): 3 clusters
  Score: Raw -468486.918894 + Penalty 2740.139830 = -465746.779063
  nChanged 68
		SP:Iteration 20F (40471.570000 sec): 3 clusters
  Score: Raw -468519.673232 + Penalty 2740.139830 = -465779.533402
  nChanged 63
		SP:Iteration 21Q (40471.770000 sec): 3 clusters
  Score: Raw -468545.110652 + Penalty 2740.139830 = -465804.970821
  nChanged 46
		SP:Iteration 22Q (40471.960000 sec): 3 clusters
  Score: Raw -468563.877005 + Penalty 2740.139830 = -465823.737175
  nChanged 39
		SP:Iteration 23Q (40472.140000 sec): 3 clusters
  Score: Raw -468581.283293 + Penalty 2740.139830 = -465841.143462
  nChanged 34
		SP:Iteration 24Q (40472.340000 sec): 3 clusters
  Score: Raw -468593.775909 + Penalty 2740.139830 = -465853.636079
  nChanged 32
		SP:Iteration 25Q (40472.510000 sec): 3 clusters
  Score: Raw -468605.468977 + Penalty 2740.139830 = -465865.329146
  nChanged 29
		SP:Iteration 26Q (40472.710000 sec): 3 clusters
  Score: Raw -468614.908786 + Penalty 2740.139830 = -465874.768956
  nChanged 25
		SP:Iteration 27Q (40472.910000 sec): 3 clusters
  Score: Raw -468622.281692 + Penalty 2740.139830 = -465882.141862
  nChanged 20
		SP:Iteration 28Q (40473.120000 sec): 3 clusters
  Score: Raw -468628.616281 + Penalty 2740.139830 = -465888.476450
  nChanged 17
		SP:Iteration 29Q (40473.270000 sec): 3 clusters
  Score: Raw -468633.118820 + Penalty 2740.139830 = -465892.978989
  nChanged 18
		SP:Iteration 30Q (40473.460000 sec): 3 clusters
  Score: Raw -468639.793844 + Penalty 2740.139830 = -465899.654013
  nChanged 12
		SP:Iteration 31Q (40473.640000 sec): 3 clusters
  Score: Raw -468644.458741 + Penalty 2740.139830 = -465904.318910
  nChanged 17
		SP:Iteration 32Q (40473.850000 sec): 3 clusters
  Score: Raw -468648.854112 + Penalty 2740.139830 = -465908.714282
  nChanged 10
		SP:Iteration 33Q (40474.030000 sec): 3 clusters
  Score: Raw -468651.274965 + Penalty 2740.139830 = -465911.135135
  nChanged 3
		SP:Iteration 34Q (40474.210000 sec): 3 clusters
  Score: Raw -468651.861431 + Penalty 2740.139830 = -465911.721600
  nChanged 2
		SP:Iteration 35Q (40474.400000 sec): 3 clusters
  Score: Raw -468652.365108 + Penalty 2740.139830 = -465912.225277
  nChanged 0
		SP:Iteration 36F (40474.610000 sec): 3 clusters
  Score: Raw -468652.365108 + Penalty 2740.139830 = -465912.225277
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40474.710000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40474.930000 sec): 3 clusters
  Score: Raw -481955.840132 + Penalty 2725.876488 = -479229.963644
  nChanged 1723
		SP:Iteration 1F (40475.080000 sec): 3 clusters
  Score: Raw -482927.743819 + Penalty 2725.876488 = -480201.867331
  nChanged 344
		SP:Iteration 2F (40475.270000 sec): 3 clusters
  Score: Raw -483135.157432 + Penalty 2725.876488 = -480409.280944
  nChanged 254
		SP:Iteration 3F (40475.470000 sec): 3 clusters
  Score: Raw -483285.011176 + Penalty 2725.876488 = -480559.134688
  nChanged 199
		SP:Iteration 4Q (40475.670000 sec): 3 clusters
  Score: Raw -483384.676545 + Penalty 2725.876488 = -480658.800057
  nChanged 139
		SP:Iteration 5Q (40475.840000 sec): 3 clusters
  Score: Raw -483448.113790 + Penalty 2725.876488 = -480722.237303
  nChanged 116
		SP:Iteration 6Q (40476.000000 sec): 3 clusters
  Score: Raw -483505.537443 + Penalty 2725.876488 = -480779.660955
  nChanged 106
		SP:Iteration 7Q (40476.170000 sec): 3 clusters
  Score: Raw -483556.824551 + Penalty 2725.876488 = -480830.948063
  nChanged 96
		SP:Iteration 8Q (40476.330000 sec): 3 clusters
  Score: Raw -483602.894001 + Penalty 2725.876488 = -480877.017513
  nChanged 86
		SP:Iteration 9Q (40476.560000 sec): 3 clusters
  Score: Raw -483650.526300 + Penalty 2725.876488 = -480924.649812
  nChanged 113
		SP:Iteration 10Q (40476.760000 sec): 3 clusters
  Score: Raw -483716.147876 + Penalty 2725.876488 = -480990.271388
  nChanged 115
		SP:Iteration 11Q (40476.970000 sec): 3 clusters
  Score: Raw -483785.893631 + Penalty 2725.876488 = -481060.017143
  nChanged 96
		SP:Iteration 12Q (40477.150000 sec): 3 clusters
  Score: Raw -483833.448886 + Penalty 2725.876488 = -481107.572398
  nChanged 89
		SP:Iteration 13Q (40477.410000 sec): 3 clusters
  Score: Raw -483885.112076 + Penalty 2725.876488 = -481159.235588
  nChanged 78
		SP:Iteration 14Q (40477.570000 sec): 3 clusters
  Score: Raw -483929.943921 + Penalty 2725.876488 = -481204.067433
  nChanged 70
		SP:Iteration 15Q (40477.750000 sec): 3 clusters
  Score: Raw -483972.046586 + Penalty 2725.876488 = -481246.170098
  nChanged 65
		SP:Iteration 16Q (40478.010000 sec): 3 clusters
  Score: Raw -484008.322476 + Penalty 2725.876488 = -481282.445989
  nChanged 53
		SP:Iteration 17Q (40478.190000 sec): 3 clusters
  Score: Raw -484041.920085 + Penalty 2725.876488 = -481316.043597
  nChanged 47
		SP:Iteration 18Q (40478.370000 sec): 3 clusters
  Score: Raw -484075.659675 + Penalty 2725.876488 = -481349.783187
  nChanged 45
		SP:Iteration 19Q (40478.530000 sec): 3 clusters
  Score: Raw -484109.785669 + Penalty 2725.876488 = -481383.909181
  nChanged 51
		SP:Iteration 20F (40478.750000 sec): 3 clusters
  Score: Raw -484146.191468 + Penalty 2725.876488 = -481420.314980
  nChanged 44
		SP:Iteration 21Q (40478.910000 sec): 3 clusters
  Score: Raw -484178.047538 + Penalty 2725.876488 = -481452.171050
  nChanged 30
		SP:Iteration 22Q (40479.100000 sec): 3 clusters
  Score: Raw -484197.715590 + Penalty 2725.876488 = -481471.839102
  nChanged 17
		SP:Iteration 23Q (40479.270000 sec): 3 clusters
  Score: Raw -484209.204127 + Penalty 2725.876488 = -481483.327639
  nChanged 10
		SP:Iteration 24Q (40479.470000 sec): 3 clusters
  Score: Raw -484215.352842 + Penalty 2725.876488 = -481489.476354
  nChanged 7
		SP:Iteration 25Q (40479.670000 sec): 3 clusters
  Score: Raw -484219.298259 + Penalty 2725.876488 = -481493.421771
  nChanged 5
		SP:Iteration 26Q (40479.870000 sec): 3 clusters
  Score: Raw -484223.133792 + Penalty 2725.876488 = -481497.257304
  nChanged 4
		SP:Iteration 27Q (40480.030000 sec): 3 clusters
  Score: Raw -484225.474719 + Penalty 2725.876488 = -481499.598231
  nChanged 5
		SP:Iteration 28Q (40480.270000 sec): 3 clusters
  Score: Raw -484230.781768 + Penalty 2725.876488 = -481504.905280
  nChanged 9
		SP:Iteration 29Q (40480.470000 sec): 3 clusters
  Score: Raw -484237.619899 + Penalty 2725.876488 = -481511.743411
  nChanged 10
		SP:Iteration 30Q (40480.700000 sec): 3 clusters
  Score: Raw -484243.626202 + Penalty 2725.876488 = -481517.749714
  nChanged 7
		SP:Iteration 31Q (40480.890000 sec): 3 clusters
  Score: Raw -484246.638425 + Penalty 2725.876488 = -481520.761937
  nChanged 5
		SP:Iteration 32Q (40481.120000 sec): 3 clusters
  Score: Raw -484248.983602 + Penalty 2725.876488 = -481523.107114
  nChanged 6
		SP:Iteration 33Q (40481.290000 sec): 3 clusters
  Score: Raw -484251.618275 + Penalty 2725.876488 = -481525.741787
  nChanged 1
		SP:Iteration 34Q (40481.490000 sec): 3 clusters
  Score: Raw -484252.290056 + Penalty 2725.876488 = -481526.413568
  nChanged 1
		SP:Iteration 35Q (40481.650000 sec): 3 clusters
  Score: Raw -484252.501057 + Penalty 2725.876488 = -481526.624569
  nChanged 1
		SP:Iteration 36Q (40481.840000 sec): 3 clusters
  Score: Raw -484253.284469 + Penalty 2725.876488 = -481527.407981
  nChanged 0
		SP:Iteration 37F (40482.020000 sec): 3 clusters
  Score: Raw -484253.284469 + Penalty 2725.876488 = -481527.407981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40482.170000 sec): 2 clusters
  Score: Raw -857123.087768 + Penalty 1465.891919 = -855657.195850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40482.370000 sec): 3 clusters
  Score: Raw -852478.323374 + Penalty 2931.783838 = -849546.539536
  nChanged 3564
		SP:Iteration 1F (40482.660000 sec): 3 clusters
  Score: Raw -854505.930882 + Penalty 2931.783838 = -851574.147044
  nChanged 561
		SP:Iteration 2F (40482.880000 sec): 3 clusters
  Score: Raw -854788.094053 + Penalty 2931.783838 = -851856.310216
  nChanged 479
		SP:Iteration 3F (40483.090000 sec): 3 clusters
  Score: Raw -855050.830910 + Penalty 2931.783838 = -852119.047073
  nChanged 444
		SP:Iteration 4F (40483.280000 sec): 3 clusters
  Score: Raw -855287.460700 + Penalty 2931.783838 = -852355.676862
  nChanged 430
		SP:Iteration 5F (40483.560000 sec): 3 clusters
  Score: Raw -855546.039033 + Penalty 2931.783838 = -852614.255196
  nChanged 446
		SP:Iteration 6F (40483.780000 sec): 3 clusters
  Score: Raw -855853.536772 + Penalty 2931.783838 = -852921.752934
  nChanged 451
		SP:Iteration 7F (40483.980000 sec): 3 clusters
  Score: Raw -856169.869077 + Penalty 2931.783838 = -853238.085239
  nChanged 403
		SP:Iteration 8Q (40484.190000 sec): 3 clusters
  Score: Raw -856471.868213 + Penalty 2931.783838 = -853540.084375
  nChanged 364
		SP:Iteration 9Q (40484.360000 sec): 3 clusters
  Score: Raw -856749.388334 + Penalty 2931.783838 = -853817.604496
  nChanged 299
		SP:Iteration 10Q (40484.560000 sec): 3 clusters
  Score: Raw -856957.004088 + Penalty 2931.783838 = -854025.220251
  nChanged 212
		SP:Iteration 11Q (40484.810000 sec): 3 clusters
  Score: Raw -857101.668424 + Penalty 2931.783838 = -854169.884586
  nChanged 147
		SP:Iteration 12Q (40485.020000 sec): 3 clusters
  Score: Raw -857187.258072 + Penalty 2931.783838 = -854255.474234
  nChanged 98
		SP:Iteration 13Q (40485.240000 sec): 3 clusters
  Score: Raw -857239.074860 + Penalty 2931.783838 = -854307.291022
  nChanged 63
		SP:Iteration 14Q (40485.460000 sec): 3 clusters
  Score: Raw -857273.034692 + Penalty 2931.783838 = -854341.250854
  nChanged 44
		SP:Iteration 15Q (40485.670000 sec): 3 clusters
  Score: Raw -857295.781913 + Penalty 2931.783838 = -854363.998075
  nChanged 40
		SP:Iteration 16Q (40485.880000 sec): 3 clusters
  Score: Raw -857312.740651 + Penalty 2931.783838 = -854380.956814
  nChanged 32
		SP:Iteration 17Q (40486.100000 sec): 3 clusters
  Score: Raw -857325.868125 + Penalty 2931.783838 = -854394.084287
  nChanged 26
		SP:Iteration 18Q (40486.300000 sec): 3 clusters
  Score: Raw -857337.502039 + Penalty 2931.783838 = -854405.718201
  nChanged 17
		SP:Iteration 19Q (40486.570000 sec): 3 clusters
  Score: Raw -857343.782238 + Penalty 2931.783838 = -854411.998400
  nChanged 17
		SP:Iteration 20F (40486.760000 sec): 3 clusters
  Score: Raw -857350.851523 + Penalty 2931.783838 = -854419.067685
  nChanged 15
		SP:Iteration 21Q (40486.990000 sec): 3 clusters
  Score: Raw -857357.130707 + Penalty 2931.783838 = -854425.346869
  nChanged 11
		SP:Iteration 22Q (40487.190000 sec): 3 clusters
  Score: Raw -857362.281056 + Penalty 2931.783838 = -854430.497219
  nChanged 14
		SP:Iteration 23Q (40487.420000 sec): 3 clusters
  Score: Raw -857368.330989 + Penalty 2931.783838 = -854436.547151
  nChanged 17
		SP:Iteration 24Q (40487.650000 sec): 3 clusters
  Score: Raw -857375.790037 + Penalty 2931.783838 = -854444.006199
  nChanged 8
		SP:Iteration 25Q (40487.850000 sec): 3 clusters
  Score: Raw -857378.738464 + Penalty 2931.783838 = -854446.954626
  nChanged 7
		SP:Iteration 26Q (40488.100000 sec): 3 clusters
  Score: Raw -857380.602129 + Penalty 2931.783838 = -854448.818291
  nChanged 2
		SP:Iteration 27Q (40488.330000 sec): 3 clusters
  Score: Raw -857381.355270 + Penalty 2931.783838 = -854449.571432
  nChanged 5
		SP:Iteration 28Q (40488.560000 sec): 3 clusters
  Score: Raw -857383.358298 + Penalty 2931.783838 = -854451.574460
  nChanged 5
		SP:Iteration 29Q (40488.760000 sec): 3 clusters
  Score: Raw -857385.350334 + Penalty 2931.783838 = -854453.566496
  nChanged 2
		SP:Iteration 30Q (40489.000000 sec): 3 clusters
  Score: Raw -857386.001213 + Penalty 2931.783838 = -854454.217376
  nChanged 2
		SP:Iteration 31Q (40489.240000 sec): 3 clusters
  Score: Raw -857387.039218 + Penalty 2931.783838 = -854455.255380
  nChanged 5
		SP:Iteration 32Q (40489.450000 sec): 3 clusters
  Score: Raw -857388.823802 + Penalty 2931.783838 = -854457.039964
  nChanged 3
		SP:Iteration 33Q (40489.730000 sec): 3 clusters
  Score: Raw -857390.947846 + Penalty 2931.783838 = -854459.164008
  nChanged 8
		SP:Iteration 34Q (40489.920000 sec): 3 clusters
  Score: Raw -857394.187668 + Penalty 2931.783838 = -854462.403830
  nChanged 5
		SP:Iteration 35Q (40490.180000 sec): 3 clusters
  Score: Raw -857396.102997 + Penalty 2931.783838 = -854464.319159
  nChanged 3
		SP:Iteration 36Q (40490.410000 sec): 3 clusters
  Score: Raw -857396.959820 + Penalty 2931.783838 = -854465.175983
  nChanged 2
		SP:Iteration 37Q (40490.660000 sec): 3 clusters
  Score: Raw -857397.772353 + Penalty 2931.783838 = -854465.988516
  nChanged 4
		SP:Iteration 38Q (40490.860000 sec): 3 clusters
  Score: Raw -857401.881914 + Penalty 2931.783838 = -854470.098076
  nChanged 5
		SP:Iteration 39Q (40491.060000 sec): 3 clusters
  Score: Raw -857405.176037 + Penalty 2931.783838 = -854473.392200
  nChanged 7
		SP:Iteration 40F (40491.260000 sec): 3 clusters
  Score: Raw -857408.815846 + Penalty 2931.783838 = -854477.032008
  nChanged 8
		SP:Iteration 41Q (40491.500000 sec): 3 clusters
  Score: Raw -857412.055473 + Penalty 2931.783838 = -854480.271635
  nChanged 5
		SP:Iteration 42Q (40491.730000 sec): 3 clusters
  Score: Raw -857414.418933 + Penalty 2931.783838 = -854482.635095
  nChanged 6
		SP:Iteration 43Q (40491.970000 sec): 3 clusters
  Score: Raw -857417.621899 + Penalty 2931.783838 = -854485.838061
  nChanged 6
		SP:Iteration 44Q (40492.190000 sec): 3 clusters
  Score: Raw -857420.364616 + Penalty 2931.783838 = -854488.580778
  nChanged 4
		SP:Iteration 45Q (40492.400000 sec): 3 clusters
  Score: Raw -857422.462497 + Penalty 2931.783838 = -854490.678659
  nChanged 3
		SP:Iteration 46Q (40492.620000 sec): 3 clusters
  Score: Raw -857424.029283 + Penalty 2931.783838 = -854492.245445
  nChanged 3
		SP:Iteration 47Q (40492.840000 sec): 3 clusters
  Score: Raw -857425.421972 + Penalty 2931.783838 = -854493.638134
  nChanged 4
		SP:Iteration 48Q (40493.060000 sec): 3 clusters
  Score: Raw -857427.690753 + Penalty 2931.783838 = -854495.906915
  nChanged 3
		SP:Iteration 49Q (40493.270000 sec): 3 clusters
  Score: Raw -857429.835939 + Penalty 2931.783838 = -854498.052102
  nChanged 7
		SP:Iteration 50Q (40493.500000 sec): 3 clusters
  Score: Raw -857432.673967 + Penalty 2931.783838 = -854500.890129
  nChanged 8
		SP:Iteration 51Q (40493.700000 sec): 3 clusters
  Score: Raw -857436.657153 + Penalty 2931.783838 = -854504.873315
  nChanged 6
		SP:Iteration 52Q (40493.950000 sec): 3 clusters
  Score: Raw -857439.869924 + Penalty 2931.783838 = -854508.086087
  nChanged 5
		SP:Iteration 53Q (40494.200000 sec): 3 clusters
  Score: Raw -857442.091960 + Penalty 2931.783838 = -854510.308123
  nChanged 5
		SP:Iteration 54Q (40494.420000 sec): 3 clusters
  Score: Raw -857443.868312 + Penalty 2931.783838 = -854512.084474
  nChanged 6
		SP:Iteration 55Q (40494.630000 sec): 3 clusters
  Score: Raw -857446.231995 + Penalty 2931.783838 = -854514.448157
  nChanged 6
		SP:Iteration 56Q (40494.840000 sec): 3 clusters
  Score: Raw -857448.540050 + Penalty 2931.783838 = -854516.756212
  nChanged 6
		SP:Iteration 57Q (40495.060000 sec): 3 clusters
  Score: Raw -857450.399869 + Penalty 2931.783838 = -854518.616031
  nChanged 3
		SP:Iteration 58Q (40495.240000 sec): 3 clusters
  Score: Raw -857452.067959 + Penalty 2931.783838 = -854520.284121
  nChanged 6
		SP:Iteration 59Q (40495.460000 sec): 3 clusters
  Score: Raw -857454.735173 + Penalty 2931.783838 = -854522.951335
  nChanged 4
		SP:Iteration 60F (40495.660000 sec): 3 clusters
  Score: Raw -857456.718412 + Penalty 2931.783838 = -854524.934574
  nChanged 5
		SP:Iteration 61Q (40495.920000 sec): 3 clusters
  Score: Raw -857458.545731 + Penalty 2931.783838 = -854526.761893
  nChanged 3
		SP:Iteration 62Q (40496.150000 sec): 3 clusters
  Score: Raw -857459.381388 + Penalty 2931.783838 = -854527.597550
  nChanged 2
		SP:Iteration 63Q (40496.360000 sec): 3 clusters
  Score: Raw -857460.138584 + Penalty 2931.783838 = -854528.354746
  nChanged 1
		SP:Iteration 64Q (40496.620000 sec): 3 clusters
  Score: Raw -857460.680824 + Penalty 2931.783838 = -854528.896986
  nChanged 1
		SP:Iteration 65Q (40496.800000 sec): 3 clusters
  Score: Raw -857460.885688 + Penalty 2931.783838 = -854529.101851
  nChanged 0
		SP:Iteration 66F (40497.000000 sec): 3 clusters
  Score: Raw -857460.885688 + Penalty 2931.783838 = -854529.101851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40497.130000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40497.350000 sec): 3 clusters
  Score: Raw -767248.316991 + Penalty 2889.383429 = -764358.933562
  nChanged 3064
		SP:Iteration 1F (40497.550000 sec): 3 clusters
  Score: Raw -768881.515411 + Penalty 2889.383429 = -765992.131982
  nChanged 502
		SP:Iteration 2F (40497.760000 sec): 3 clusters
  Score: Raw -769102.352913 + Penalty 2889.383429 = -766212.969484
  nChanged 383
		SP:Iteration 3F (40498.000000 sec): 3 clusters
  Score: Raw -769249.839199 + Penalty 2889.383429 = -766360.455770
  nChanged 284
		SP:Iteration 4Q (40498.200000 sec): 3 clusters
  Score: Raw -769352.065248 + Penalty 2889.383429 = -766462.681818
  nChanged 266
		SP:Iteration 5Q (40498.420000 sec): 3 clusters
  Score: Raw -769447.025407 + Penalty 2889.383429 = -766557.641977
  nChanged 234
		SP:Iteration 6Q (40498.640000 sec): 3 clusters
  Score: Raw -769533.673994 + Penalty 2889.383429 = -766644.290564
  nChanged 227
		SP:Iteration 7Q (40498.820000 sec): 3 clusters
  Score: Raw -769622.226572 + Penalty 2889.383429 = -766732.843142
  nChanged 232
		SP:Iteration 8Q (40499.030000 sec): 3 clusters
  Score: Raw -769712.313548 + Penalty 2889.383429 = -766822.930118
  nChanged 221
		SP:Iteration 9Q (40499.230000 sec): 3 clusters
  Score: Raw -769805.225708 + Penalty 2889.383429 = -766915.842278
  nChanged 237
		SP:Iteration 10Q (40499.490000 sec): 3 clusters
  Score: Raw -769913.216067 + Penalty 2889.383429 = -767023.832638
  nChanged 258
		SP:Iteration 11Q (40499.680000 sec): 3 clusters
  Score: Raw -770048.611855 + Penalty 2889.383429 = -767159.228426
  nChanged 288
		SP:Iteration 12Q (40499.930000 sec): 3 clusters
  Score: Raw -770227.693662 + Penalty 2889.383429 = -767338.310232
  nChanged 322
		SP:Iteration 13Q (40500.170000 sec): 3 clusters
  Score: Raw -770436.470196 + Penalty 2889.383429 = -767547.086767
  nChanged 328
		SP:Iteration 14Q (40500.420000 sec): 3 clusters
  Score: Raw -770661.922221 + Penalty 2889.383429 = -767772.538792
  nChanged 288
		SP:Iteration 15Q (40500.650000 sec): 3 clusters
  Score: Raw -770859.997911 + Penalty 2889.383429 = -767970.614482
  nChanged 225
		SP:Iteration 16Q (40500.850000 sec): 3 clusters
  Score: Raw -771015.973697 + Penalty 2889.383429 = -768126.590268
  nChanged 181
		SP:Iteration 17Q (40501.070000 sec): 3 clusters
  Score: Raw -771126.605543 + Penalty 2889.383429 = -768237.222113
  nChanged 122
		SP:Iteration 18Q (40501.350000 sec): 3 clusters
  Score: Raw -771197.005907 + Penalty 2889.383429 = -768307.622478
  nChanged 93
		SP:Iteration 19Q (40501.550000 sec): 3 clusters
  Score: Raw -771255.647478 + Penalty 2889.383429 = -768366.264049
  nChanged 78
		SP:Iteration 20F (40501.750000 sec): 3 clusters
  Score: Raw -771307.421177 + Penalty 2889.383429 = -768418.037748
  nChanged 55
		SP:Iteration 21Q (40501.950000 sec): 3 clusters
  Score: Raw -771340.546148 + Penalty 2889.383429 = -768451.162718
  nChanged 35
		SP:Iteration 22Q (40502.160000 sec): 3 clusters
  Score: Raw -771358.719327 + Penalty 2889.383429 = -768469.335897
  nChanged 32
		SP:Iteration 23Q (40502.370000 sec): 3 clusters
  Score: Raw -771377.639810 + Penalty 2889.383429 = -768488.256381
  nChanged 28
		SP:Iteration 24Q (40502.630000 sec): 3 clusters
  Score: Raw -771396.911633 + Penalty 2889.383429 = -768507.528203
  nChanged 27
		SP:Iteration 25Q (40502.840000 sec): 3 clusters
  Score: Raw -771414.947656 + Penalty 2889.383429 = -768525.564226
  nChanged 29
		SP:Iteration 26Q (40503.040000 sec): 3 clusters
  Score: Raw -771435.689882 + Penalty 2889.383429 = -768546.306453
  nChanged 18
		SP:Iteration 27Q (40503.240000 sec): 3 clusters
  Score: Raw -771446.607927 + Penalty 2889.383429 = -768557.224498
  nChanged 15
		SP:Iteration 28Q (40503.430000 sec): 3 clusters
  Score: Raw -771456.111119 + Penalty 2889.383429 = -768566.727689
  nChanged 10
		SP:Iteration 29Q (40503.630000 sec): 3 clusters
  Score: Raw -771462.276488 + Penalty 2889.383429 = -768572.893059
  nChanged 4
		SP:Iteration 30Q (40503.870000 sec): 3 clusters
  Score: Raw -771464.718107 + Penalty 2889.383429 = -768575.334678
  nChanged 3
		SP:Iteration 31Q (40504.120000 sec): 3 clusters
  Score: Raw -771466.734237 + Penalty 2889.383429 = -768577.350808
  nChanged 3
		SP:Iteration 32Q (40504.350000 sec): 3 clusters
  Score: Raw -771469.041196 + Penalty 2889.383429 = -768579.657766
  nChanged 5
		SP:Iteration 33Q (40504.540000 sec): 3 clusters
  Score: Raw -771471.553541 + Penalty 2889.383429 = -768582.170111
  nChanged 2
		SP:Iteration 34Q (40504.720000 sec): 3 clusters
  Score: Raw -771472.537672 + Penalty 2889.383429 = -768583.154243
  nChanged 2
		SP:Iteration 35Q (40504.960000 sec): 3 clusters
  Score: Raw -771473.693605 + Penalty 2889.383429 = -768584.310176
  nChanged 1
		SP:Iteration 36Q (40505.170000 sec): 3 clusters
  Score: Raw -771474.015232 + Penalty 2889.383429 = -768584.631802
  nChanged 1
		SP:Iteration 37Q (40505.400000 sec): 3 clusters
  Score: Raw -771475.751820 + Penalty 2889.383429 = -768586.368391
  nChanged 4
		SP:Iteration 38Q (40505.580000 sec): 3 clusters
  Score: Raw -771479.314557 + Penalty 2889.383429 = -768589.931128
  nChanged 4
		SP:Iteration 39Q (40505.830000 sec): 3 clusters
  Score: Raw -771481.087245 + Penalty 2889.383429 = -768591.703816
  nChanged 0
		SP:Iteration 40F (40506.060000 sec): 3 clusters
  Score: Raw -771481.087245 + Penalty 2889.383429 = -768591.703816
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40506.150000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40506.350000 sec): 3 clusters
  Score: Raw -233832.390092 + Penalty 2522.428734 = -231309.961358
  nChanged 873
		SP:Iteration 1F (40506.510000 sec): 3 clusters
  Score: Raw -234435.880797 + Penalty 2522.428734 = -231913.452063
  nChanged 216
		SP:Iteration 2F (40506.690000 sec): 3 clusters
  Score: Raw -234582.236733 + Penalty 2522.428734 = -232059.808000
  nChanged 138
		SP:Iteration 3F (40506.850000 sec): 3 clusters
  Score: Raw -234683.462157 + Penalty 2522.428734 = -232161.033423
  nChanged 102
		SP:Iteration 4Q (40506.990000 sec): 3 clusters
  Score: Raw -234751.322457 + Penalty 2522.428734 = -232228.893723
  nChanged 78
		SP:Iteration 5Q (40507.230000 sec): 3 clusters
  Score: Raw -234802.633850 + Penalty 2522.428734 = -232280.205117
  nChanged 72
		SP:Iteration 6Q (40507.450000 sec): 3 clusters
  Score: Raw -234852.408607 + Penalty 2522.428734 = -232329.979873
  nChanged 61
		SP:Iteration 7Q (40507.640000 sec): 3 clusters
  Score: Raw -234898.973104 + Penalty 2522.428734 = -232376.544370
  nChanged 64
		SP:Iteration 8Q (40507.860000 sec): 3 clusters
  Score: Raw -234954.894963 + Penalty 2522.428734 = -232432.466229
  nChanged 57
		SP:Iteration 9Q (40508.070000 sec): 3 clusters
  Score: Raw -235008.699353 + Penalty 2522.428734 = -232486.270619
  nChanged 66
		SP:Iteration 10Q (40508.250000 sec): 3 clusters
  Score: Raw -235070.181963 + Penalty 2522.428734 = -232547.753230
  nChanged 55
		SP:Iteration 11Q (40508.450000 sec): 3 clusters
  Score: Raw -235126.340553 + Penalty 2522.428734 = -232603.911820
  nChanged 49
		SP:Iteration 12Q (40508.630000 sec): 3 clusters
  Score: Raw -235179.685486 + Penalty 2522.428734 = -232657.256752
  nChanged 53
		SP:Iteration 13Q (40508.870000 sec): 3 clusters
  Score: Raw -235227.776906 + Penalty 2522.428734 = -232705.348173
  nChanged 48
		SP:Iteration 14Q (40509.050000 sec): 3 clusters
  Score: Raw -235266.480030 + Penalty 2522.428734 = -232744.051296
  nChanged 37
		SP:Iteration 15Q (40509.270000 sec): 3 clusters
  Score: Raw -235299.025179 + Penalty 2522.428734 = -232776.596445
  nChanged 32
		SP:Iteration 16Q (40509.430000 sec): 3 clusters
  Score: Raw -235322.069171 + Penalty 2522.428734 = -232799.640437
  nChanged 24
		SP:Iteration 17Q (40509.580000 sec): 3 clusters
  Score: Raw -235344.110865 + Penalty 2522.428734 = -232821.682131
  nChanged 26
		SP:Iteration 18Q (40509.750000 sec): 3 clusters
  Score: Raw -235365.209216 + Penalty 2522.428734 = -232842.780483
  nChanged 22
		SP:Iteration 19Q (40509.900000 sec): 3 clusters
  Score: Raw -235380.210081 + Penalty 2522.428734 = -232857.781347
  nChanged 31
		SP:Iteration 20F (40510.110000 sec): 3 clusters
  Score: Raw -235397.996520 + Penalty 2522.428734 = -232875.567787
  nChanged 23
		SP:Iteration 21Q (40510.240000 sec): 3 clusters
  Score: Raw -235412.538977 + Penalty 2522.428734 = -232890.110243
  nChanged 13
		SP:Iteration 22Q (40510.410000 sec): 3 clusters
  Score: Raw -235420.036869 + Penalty 2522.428734 = -232897.608135
  nChanged 10
		SP:Iteration 23Q (40510.580000 sec): 3 clusters
  Score: Raw -235427.391046 + Penalty 2522.428734 = -232904.962312
  nChanged 12
		SP:Iteration 24Q (40510.740000 sec): 3 clusters
  Score: Raw -235435.256603 + Penalty 2522.428734 = -232912.827870
  nChanged 8
		SP:Iteration 25Q (40510.910000 sec): 3 clusters
  Score: Raw -235440.161560 + Penalty 2522.428734 = -232917.732826
  nChanged 9
		SP:Iteration 26Q (40511.070000 sec): 3 clusters
  Score: Raw -235444.727574 + Penalty 2522.428734 = -232922.298840
  nChanged 4
		SP:Iteration 27Q (40511.330000 sec): 3 clusters
  Score: Raw -235446.552683 + Penalty 2522.428734 = -232924.123950
  nChanged 7
		SP:Iteration 28Q (40511.490000 sec): 3 clusters
  Score: Raw -235450.630999 + Penalty 2522.428734 = -232928.202265
  nChanged 6
		SP:Iteration 29Q (40511.710000 sec): 3 clusters
  Score: Raw -235452.407719 + Penalty 2522.428734 = -232929.978985
  nChanged 1
		SP:Iteration 30Q (40511.880000 sec): 3 clusters
  Score: Raw -235453.138239 + Penalty 2522.428734 = -232930.709506
  nChanged 2
		SP:Iteration 31Q (40512.030000 sec): 3 clusters
  Score: Raw -235454.918318 + Penalty 2522.428734 = -232932.489584
  nChanged 6
		SP:Iteration 32Q (40512.250000 sec): 3 clusters
  Score: Raw -235460.765746 + Penalty 2522.428734 = -232938.337012
  nChanged 5
		SP:Iteration 33Q (40512.400000 sec): 3 clusters
  Score: Raw -235464.197233 + Penalty 2522.428734 = -232941.768499
  nChanged 4
		SP:Iteration 34Q (40512.620000 sec): 3 clusters
  Score: Raw -235468.101336 + Penalty 2522.428734 = -232945.672602
  nChanged 5
		SP:Iteration 35Q (40512.770000 sec): 3 clusters
  Score: Raw -235472.235462 + Penalty 2522.428734 = -232949.806728
  nChanged 4
		SP:Iteration 36Q (40512.930000 sec): 3 clusters
  Score: Raw -235475.418126 + Penalty 2522.428734 = -232952.989392
  nChanged 2
		SP:Iteration 37Q (40513.160000 sec): 3 clusters
  Score: Raw -235476.291878 + Penalty 2522.428734 = -232953.863145
  nChanged 2
		SP:Iteration 38Q (40513.340000 sec): 3 clusters
  Score: Raw -235477.615560 + Penalty 2522.428734 = -232955.186827
  nChanged 3
		SP:Iteration 39Q (40513.530000 sec): 3 clusters
  Score: Raw -235479.906121 + Penalty 2522.428734 = -232957.477387
  nChanged 3
		SP:Iteration 40F (40513.680000 sec): 3 clusters
  Score: Raw -235481.823026 + Penalty 2522.428734 = -232959.394292
  nChanged 3
		SP:Iteration 41Q (40513.910000 sec): 3 clusters
  Score: Raw -235483.709516 + Penalty 2522.428734 = -232961.280782
  nChanged 4
		SP:Iteration 42Q (40514.070000 sec): 3 clusters
  Score: Raw -235485.319046 + Penalty 2522.428734 = -232962.890312
  nChanged 1
		SP:Iteration 43Q (40514.260000 sec): 3 clusters
  Score: Raw -235486.296934 + Penalty 2522.428734 = -232963.868200
  nChanged 1
		SP:Iteration 44Q (40514.410000 sec): 3 clusters
  Score: Raw -235486.607622 + Penalty 2522.428734 = -232964.178888
  nChanged 1
		SP:Iteration 45Q (40514.610000 sec): 3 clusters
  Score: Raw -235486.770048 + Penalty 2522.428734 = -232964.341314
  nChanged 0
		SP:Iteration 46F (40514.790000 sec): 3 clusters
  Score: Raw -235486.770048 + Penalty 2522.428734 = -232964.341314
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40514.880000 sec): 2 clusters
  Score: Raw -538774.219811 + Penalty 1396.970814 = -537377.248997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40515.100000 sec): 3 clusters
  Score: Raw -535943.893412 + Penalty 2793.941628 = -533149.951784
  nChanged 2226
		SP:Iteration 1F (40515.290000 sec): 3 clusters
  Score: Raw -537217.736991 + Penalty 2793.941628 = -534423.795364
  nChanged 422
		SP:Iteration 2F (40515.480000 sec): 3 clusters
  Score: Raw -537459.728259 + Penalty 2793.941628 = -534665.786631
  nChanged 319
		SP:Iteration 3F (40515.670000 sec): 3 clusters
  Score: Raw -537628.057103 + Penalty 2793.941628 = -534834.115475
  nChanged 239
		SP:Iteration 4Q (40515.890000 sec): 3 clusters
  Score: Raw -537777.063548 + Penalty 2793.941628 = -534983.121920
  nChanged 225
		SP:Iteration 5Q (40516.110000 sec): 3 clusters
  Score: Raw -537915.310712 + Penalty 2793.941628 = -535121.369085
  nChanged 215
		SP:Iteration 6Q (40516.260000 sec): 3 clusters
  Score: Raw -538056.642305 + Penalty 2793.941628 = -535262.700677
  nChanged 210
		SP:Iteration 7Q (40516.470000 sec): 3 clusters
  Score: Raw -538189.084007 + Penalty 2793.941628 = -535395.142379
  nChanged 202
		SP:Iteration 8Q (40516.640000 sec): 3 clusters
  Score: Raw -538318.597127 + Penalty 2793.941628 = -535524.655500
  nChanged 208
		SP:Iteration 9Q (40516.820000 sec): 3 clusters
  Score: Raw -538436.677429 + Penalty 2793.941628 = -535642.735801
  nChanged 178
		SP:Iteration 10Q (40517.030000 sec): 3 clusters
  Score: Raw -538546.778764 + Penalty 2793.941628 = -535752.837136
  nChanged 158
		SP:Iteration 11Q (40517.210000 sec): 3 clusters
  Score: Raw -538665.210438 + Penalty 2793.941628 = -535871.268811
  nChanged 156
		SP:Iteration 12Q (40517.390000 sec): 3 clusters
  Score: Raw -538762.810684 + Penalty 2793.941628 = -535968.869056
  nChanged 132
		SP:Iteration 13Q (40517.580000 sec): 3 clusters
  Score: Raw -538838.361154 + Penalty 2793.941628 = -536044.419526
  nChanged 119
		SP:Iteration 14Q (40517.790000 sec): 3 clusters
  Score: Raw -538908.331805 + Penalty 2793.941628 = -536114.390177
  nChanged 113
		SP:Iteration 15Q (40517.990000 sec): 3 clusters
  Score: Raw -538977.574551 + Penalty 2793.941628 = -536183.632924
  nChanged 103
		SP:Iteration 16Q (40518.210000 sec): 3 clusters
  Score: Raw -539032.563547 + Penalty 2793.941628 = -536238.621919
  nChanged 96
		SP:Iteration 17Q (40518.420000 sec): 3 clusters
  Score: Raw -539073.429362 + Penalty 2793.941628 = -536279.487734
  nChanged 68
		SP:Iteration 18Q (40518.710000 sec): 3 clusters
  Score: Raw -539100.282932 + Penalty 2793.941628 = -536306.341304
  nChanged 62
		SP:Iteration 19Q (40518.870000 sec): 3 clusters
  Score: Raw -539123.439539 + Penalty 2793.941628 = -536329.497911
  nChanged 49
		SP:Iteration 20F (40519.090000 sec): 3 clusters
  Score: Raw -539144.284363 + Penalty 2793.941628 = -536350.342735
  nChanged 57
		SP:Iteration 21Q (40519.330000 sec): 3 clusters
  Score: Raw -539161.867496 + Penalty 2793.941628 = -536367.925868
  nChanged 50
		SP:Iteration 22Q (40519.550000 sec): 3 clusters
  Score: Raw -539181.178829 + Penalty 2793.941628 = -536387.237201
  nChanged 44
		SP:Iteration 23Q (40519.750000 sec): 3 clusters
  Score: Raw -539196.785999 + Penalty 2793.941628 = -536402.844372
  nChanged 45
		SP:Iteration 24Q (40519.930000 sec): 3 clusters
  Score: Raw -539210.115115 + Penalty 2793.941628 = -536416.173487
  nChanged 34
		SP:Iteration 25Q (40520.150000 sec): 3 clusters
  Score: Raw -539222.014286 + Penalty 2793.941628 = -536428.072658
  nChanged 39
		SP:Iteration 26Q (40520.330000 sec): 3 clusters
  Score: Raw -539235.823464 + Penalty 2793.941628 = -536441.881836
  nChanged 43
		SP:Iteration 27Q (40520.550000 sec): 3 clusters
  Score: Raw -539252.133164 + Penalty 2793.941628 = -536458.191536
  nChanged 42
		SP:Iteration 28Q (40520.770000 sec): 3 clusters
  Score: Raw -539264.549843 + Penalty 2793.941628 = -536470.608215
  nChanged 30
		SP:Iteration 29Q (40520.960000 sec): 3 clusters
  Score: Raw -539272.638330 + Penalty 2793.941628 = -536478.696702
  nChanged 31
		SP:Iteration 30Q (40521.150000 sec): 3 clusters
  Score: Raw -539284.115414 + Penalty 2793.941628 = -536490.173787
  nChanged 40
		SP:Iteration 31Q (40521.370000 sec): 3 clusters
  Score: Raw -539298.652568 + Penalty 2793.941628 = -536504.710940
  nChanged 49
		SP:Iteration 32Q (40521.570000 sec): 3 clusters
  Score: Raw -539318.341267 + Penalty 2793.941628 = -536524.399639
  nChanged 59
		SP:Iteration 33Q (40521.780000 sec): 3 clusters
  Score: Raw -539343.259467 + Penalty 2793.941628 = -536549.317840
  nChanged 69
		SP:Iteration 34Q (40521.980000 sec): 3 clusters
  Score: Raw -539378.674486 + Penalty 2793.941628 = -536584.732858
  nChanged 78
		SP:Iteration 35Q (40522.140000 sec): 3 clusters
  Score: Raw -539431.442897 + Penalty 2793.941628 = -536637.501269
  nChanged 90
		SP:Iteration 36Q (40522.330000 sec): 3 clusters
  Score: Raw -539499.549262 + Penalty 2793.941628 = -536705.607634
  nChanged 96
		SP:Iteration 37Q (40522.530000 sec): 3 clusters
  Score: Raw -539582.118476 + Penalty 2793.941628 = -536788.176848
  nChanged 96
		SP:Iteration 38Q (40522.740000 sec): 3 clusters
  Score: Raw -539668.954687 + Penalty 2793.941628 = -536875.013059
  nChanged 92
		SP:Iteration 39Q (40522.950000 sec): 3 clusters
  Score: Raw -539738.743302 + Penalty 2793.941628 = -536944.801674
  nChanged 78
		SP:Iteration 40F (40523.150000 sec): 3 clusters
  Score: Raw -539787.912051 + Penalty 2793.941628 = -536993.970423
  nChanged 70
		SP:Iteration 41Q (40523.340000 sec): 3 clusters
  Score: Raw -539826.886294 + Penalty 2793.941628 = -537032.944666
  nChanged 53
		SP:Iteration 42Q (40523.530000 sec): 3 clusters
  Score: Raw -539850.868368 + Penalty 2793.941628 = -537056.926740
  nChanged 40
		SP:Iteration 43Q (40523.690000 sec): 3 clusters
  Score: Raw -539865.690937 + Penalty 2793.941628 = -537071.749309
  nChanged 35
		SP:Iteration 44Q (40523.890000 sec): 3 clusters
  Score: Raw -539879.751708 + Penalty 2793.941628 = -537085.810080
  nChanged 23
		SP:Iteration 45Q (40524.070000 sec): 3 clusters
  Score: Raw -539887.196723 + Penalty 2793.941628 = -537093.255095
  nChanged 21
		SP:Iteration 46Q (40524.280000 sec): 3 clusters
  Score: Raw -539893.879942 + Penalty 2793.941628 = -537099.938314
  nChanged 17
		SP:Iteration 47Q (40524.480000 sec): 3 clusters
  Score: Raw -539899.384763 + Penalty 2793.941628 = -537105.443136
  nChanged 12
		SP:Iteration 48Q (40524.670000 sec): 3 clusters
  Score: Raw -539902.000725 + Penalty 2793.941628 = -537108.059097
  nChanged 6
		SP:Iteration 49Q (40524.910000 sec): 3 clusters
  Score: Raw -539903.177530 + Penalty 2793.941628 = -537109.235902
  nChanged 5
		SP:Iteration 50Q (40525.070000 sec): 3 clusters
  Score: Raw -539904.074169 + Penalty 2793.941628 = -537110.132541
  nChanged 3
		SP:Iteration 51Q (40525.310000 sec): 3 clusters
  Score: Raw -539904.797804 + Penalty 2793.941628 = -537110.856176
  nChanged 4
		SP:Iteration 52Q (40525.490000 sec): 3 clusters
  Score: Raw -539906.025140 + Penalty 2793.941628 = -537112.083512
  nChanged 8
		SP:Iteration 53Q (40525.710000 sec): 3 clusters
  Score: Raw -539907.896516 + Penalty 2793.941628 = -537113.954889
  nChanged 4
		SP:Iteration 54Q (40525.930000 sec): 3 clusters
  Score: Raw -539908.555979 + Penalty 2793.941628 = -537114.614351
  nChanged 1
		SP:Iteration 55Q (40526.130000 sec): 3 clusters
  Score: Raw -539908.761804 + Penalty 2793.941628 = -537114.820177
  nChanged 2
		SP:Iteration 56Q (40526.390000 sec): 3 clusters
  Score: Raw -539909.170312 + Penalty 2793.941628 = -537115.228684
  nChanged 1
		SP:Iteration 57Q (40526.630000 sec): 3 clusters
  Score: Raw -539909.514015 + Penalty 2793.941628 = -537115.572387
  nChanged 0
		SP:Iteration 58F (40526.850000 sec): 3 clusters
  Score: Raw -539909.514015 + Penalty 2793.941628 = -537115.572387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40526.930000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40527.120000 sec): 3 clusters
  Score: Raw -53451.266138 + Penalty 2036.840178 = -51414.425960
  nChanged 131
		SP:Iteration 1F (40527.320000 sec): 3 clusters
  Score: Raw -53695.996495 + Penalty 2036.840178 = -51659.156317
  nChanged 54
		SP:Iteration 2F (40527.500000 sec): 3 clusters
  Score: Raw -53822.141859 + Penalty 2036.840178 = -51785.301680
  nChanged 32
		SP:Iteration 3F (40527.670000 sec): 3 clusters
  Score: Raw -53900.589474 + Penalty 2036.840178 = -51863.749296
  nChanged 20
		SP:Iteration 4Q (40527.870000 sec): 3 clusters
  Score: Raw -53949.719194 + Penalty 2036.840178 = -51912.879015
  nChanged 15
		SP:Iteration 5Q (40528.040000 sec): 3 clusters
  Score: Raw -53984.136673 + Penalty 2036.840178 = -51947.296495
  nChanged 15
		SP:Iteration 6Q (40528.250000 sec): 3 clusters
  Score: Raw -54016.712020 + Penalty 2036.840178 = -51979.871842
  nChanged 9
		SP:Iteration 7Q (40528.400000 sec): 3 clusters
  Score: Raw -54029.651665 + Penalty 2036.840178 = -51992.811487
  nChanged 2
		SP:Iteration 8Q (40528.630000 sec): 3 clusters
  Score: Raw -54032.813577 + Penalty 2036.840178 = -51995.973398
  nChanged 1
		SP:Iteration 9Q (40528.820000 sec): 3 clusters
  Score: Raw -54035.093404 + Penalty 2036.840178 = -51998.253226
  nChanged 1
		SP:Iteration 10Q (40529.040000 sec): 3 clusters
  Score: Raw -54040.323491 + Penalty 2036.840178 = -52003.483313
  nChanged 1
		SP:Iteration 11Q (40529.290000 sec): 3 clusters
  Score: Raw -54041.687548 + Penalty 2036.840178 = -52004.847370
  nChanged 1
		SP:Iteration 12Q (40529.470000 sec): 3 clusters
  Score: Raw -54044.804986 + Penalty 2036.840178 = -52007.964807
  nChanged 1
		SP:Iteration 13Q (40529.690000 sec): 3 clusters
  Score: Raw -54045.883919 + Penalty 2036.840178 = -52009.043741
  nChanged 0
		SP:Iteration 14F (40529.910000 sec): 3 clusters
  Score: Raw -54045.883919 + Penalty 2036.840178 = -52009.043741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40530.000000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40530.200000 sec): 3 clusters
  Score: Raw -315520.057537 + Penalty 2591.611318 = -312928.446219
  nChanged 1053
		SP:Iteration 1F (40530.410000 sec): 3 clusters
  Score: Raw -316117.745787 + Penalty 2591.611318 = -313526.134469
  nChanged 220
		SP:Iteration 2F (40530.590000 sec): 3 clusters
  Score: Raw -316289.430328 + Penalty 2591.611318 = -313697.819010
  nChanged 178
		SP:Iteration 3F (40530.770000 sec): 3 clusters
  Score: Raw -316444.749945 + Penalty 2591.611318 = -313853.138628
  nChanged 150
		SP:Iteration 4F (40530.930000 sec): 3 clusters
  Score: Raw -316598.825348 + Penalty 2591.611318 = -314007.214030
  nChanged 161
		SP:Iteration 5F (40531.090000 sec): 3 clusters
  Score: Raw -316764.724182 + Penalty 2591.611318 = -314173.112865
  nChanged 138
		SP:Iteration 6Q (40531.310000 sec): 3 clusters
  Score: Raw -316897.990166 + Penalty 2591.611318 = -314306.378849
  nChanged 121
		SP:Iteration 7Q (40531.460000 sec): 3 clusters
  Score: Raw -316998.103841 + Penalty 2591.611318 = -314406.492523
  nChanged 90
		SP:Iteration 8Q (40531.610000 sec): 3 clusters
  Score: Raw -317062.780644 + Penalty 2591.611318 = -314471.169326
  nChanged 78
		SP:Iteration 9Q (40531.800000 sec): 3 clusters
  Score: Raw -317131.433596 + Penalty 2591.611318 = -314539.822279
  nChanged 76
		SP:Iteration 10Q (40532.040000 sec): 3 clusters
  Score: Raw -317195.548496 + Penalty 2591.611318 = -314603.937178
  nChanged 44
		SP:Iteration 11Q (40532.200000 sec): 3 clusters
  Score: Raw -317231.828904 + Penalty 2591.611318 = -314640.217587
  nChanged 35
		SP:Iteration 12Q (40532.400000 sec): 3 clusters
  Score: Raw -317262.087216 + Penalty 2591.611318 = -314670.475899
  nChanged 30
		SP:Iteration 13Q (40532.640000 sec): 3 clusters
  Score: Raw -317293.299561 + Penalty 2591.611318 = -314701.688244
  nChanged 27
		SP:Iteration 14Q (40532.810000 sec): 3 clusters
  Score: Raw -317321.218975 + Penalty 2591.611318 = -314729.607658
  nChanged 31
		SP:Iteration 15Q (40533.030000 sec): 3 clusters
  Score: Raw -317351.147357 + Penalty 2591.611318 = -314759.536040
  nChanged 25
		SP:Iteration 16Q (40533.220000 sec): 3 clusters
  Score: Raw -317374.427932 + Penalty 2591.611318 = -314782.816614
  nChanged 23
		SP:Iteration 17Q (40533.420000 sec): 3 clusters
  Score: Raw -317396.073780 + Penalty 2591.611318 = -314804.462462
  nChanged 25
		SP:Iteration 18Q (40533.590000 sec): 3 clusters
  Score: Raw -317415.428159 + Penalty 2591.611318 = -314823.816842
  nChanged 21
		SP:Iteration 19Q (40533.840000 sec): 3 clusters
  Score: Raw -317430.688302 + Penalty 2591.611318 = -314839.076984
  nChanged 15
		SP:Iteration 20F (40534.030000 sec): 3 clusters
  Score: Raw -317443.456272 + Penalty 2591.611318 = -314851.844955
  nChanged 16
		SP:Iteration 21Q (40534.280000 sec): 3 clusters
  Score: Raw -317456.367287 + Penalty 2591.611318 = -314864.755970
  nChanged 13
		SP:Iteration 22Q (40534.460000 sec): 3 clusters
  Score: Raw -317466.468879 + Penalty 2591.611318 = -314874.857562
  nChanged 9
		SP:Iteration 23Q (40534.670000 sec): 3 clusters
  Score: Raw -317473.107963 + Penalty 2591.611318 = -314881.496645
  nChanged 12
		SP:Iteration 24Q (40534.830000 sec): 3 clusters
  Score: Raw -317482.013298 + Penalty 2591.611318 = -314890.401980
  nChanged 7
		SP:Iteration 25Q (40535.030000 sec): 3 clusters
  Score: Raw -317487.616575 + Penalty 2591.611318 = -314896.005258
  nChanged 10
		SP:Iteration 26Q (40535.300000 sec): 3 clusters
  Score: Raw -317494.815623 + Penalty 2591.611318 = -314903.204306
  nChanged 11
		SP:Iteration 27Q (40535.480000 sec): 3 clusters
  Score: Raw -317502.843846 + Penalty 2591.611318 = -314911.232529
  nChanged 11
		SP:Iteration 28Q (40535.640000 sec): 3 clusters
  Score: Raw -317513.822804 + Penalty 2591.611318 = -314922.211486
  nChanged 7
		SP:Iteration 29Q (40535.860000 sec): 3 clusters
  Score: Raw -317517.767996 + Penalty 2591.611318 = -314926.156679
  nChanged 6
		SP:Iteration 30Q (40536.040000 sec): 3 clusters
  Score: Raw -317520.853209 + Penalty 2591.611318 = -314929.241891
  nChanged 3
		SP:Iteration 31Q (40536.260000 sec): 3 clusters
  Score: Raw -317521.786981 + Penalty 2591.611318 = -314930.175663
  nChanged 4
		SP:Iteration 32Q (40536.430000 sec): 3 clusters
  Score: Raw -317523.938039 + Penalty 2591.611318 = -314932.326722
  nChanged 4
		SP:Iteration 33Q (40536.590000 sec): 3 clusters
  Score: Raw -317528.139038 + Penalty 2591.611318 = -314936.527720
  nChanged 2
		SP:Iteration 34Q (40536.840000 sec): 3 clusters
  Score: Raw -317528.867121 + Penalty 2591.611318 = -314937.255804
  nChanged 1
		SP:Iteration 35Q (40537.070000 sec): 3 clusters
  Score: Raw -317529.049099 + Penalty 2591.611318 = -314937.437781
  nChanged 0
		SP:Iteration 36F (40537.240000 sec): 3 clusters
  Score: Raw -317529.049099 + Penalty 2591.611318 = -314937.437781
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40537.320000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40537.540000 sec): 3 clusters
  Score: Raw -44058.537700 + Penalty 1955.251077 = -42103.286623
  nChanged 77
		SP:Iteration 1F (40537.700000 sec): 3 clusters
  Score: Raw -44166.656130 + Penalty 1955.251077 = -42211.405053
  nChanged 18
		SP:Iteration 2Q (40537.890000 sec): 3 clusters
  Score: Raw -44205.309306 + Penalty 1955.251077 = -42250.058229
  nChanged 14
		SP:Iteration 3Q (40538.090000 sec): 3 clusters
  Score: Raw -44241.731937 + Penalty 1955.251077 = -42286.480860
  nChanged 10
		SP:Iteration 4Q (40538.300000 sec): 3 clusters
  Score: Raw -44257.404933 + Penalty 1955.251077 = -42302.153856
  nChanged 2
		SP:Iteration 5Q (40538.460000 sec): 3 clusters
  Score: Raw -44260.270603 + Penalty 1955.251077 = -42305.019526
  nChanged 2
		SP:Iteration 6Q (40538.630000 sec): 3 clusters
  Score: Raw -44264.611855 + Penalty 1955.251077 = -42309.360778
  nChanged 1
		SP:Iteration 7Q (40538.800000 sec): 3 clusters
  Score: Raw -44268.195281 + Penalty 1955.251077 = -42312.944204
  nChanged 1
		SP:Iteration 8Q (40538.980000 sec): 3 clusters
  Score: Raw -44269.238021 + Penalty 1955.251077 = -42313.986944
  nChanged 1
		SP:Iteration 9Q (40539.210000 sec): 3 clusters
  Score: Raw -44271.142478 + Penalty 1955.251077 = -42315.891401
  nChanged 2
		SP:Iteration 10Q (40539.380000 sec): 3 clusters
  Score: Raw -44274.083566 + Penalty 1955.251077 = -42318.832489
  nChanged 1
		SP:Iteration 11Q (40539.520000 sec): 3 clusters
  Score: Raw -44276.132643 + Penalty 1955.251077 = -42320.881566
  nChanged 1
		SP:Iteration 12Q (40539.680000 sec): 3 clusters
  Score: Raw -44278.333568 + Penalty 1955.251077 = -42323.082491
  nChanged 2
		SP:Iteration 13Q (40539.880000 sec): 3 clusters
  Score: Raw -44282.157386 + Penalty 1955.251077 = -42326.906309
  nChanged 1
		SP:Iteration 14Q (40540.030000 sec): 3 clusters
  Score: Raw -44284.494348 + Penalty 1955.251077 = -42329.243271
  nChanged 0
		SP:Iteration 15F (40540.190000 sec): 3 clusters
  Score: Raw -44284.494348 + Penalty 1955.251077 = -42329.243271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40540.350000 sec): 2 clusters
  Score: Raw -594295.124118 + Penalty 1412.720454 = -592882.403664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40540.500000 sec): 3 clusters
  Score: Raw -591092.828393 + Penalty 2825.440909 = -588267.387484
  nChanged 2442
		SP:Iteration 1F (40540.700000 sec): 3 clusters
  Score: Raw -592501.640313 + Penalty 2825.440909 = -589676.199404
  nChanged 434
		SP:Iteration 2F (40540.910000 sec): 3 clusters
  Score: Raw -592792.679663 + Penalty 2825.440909 = -589967.238754
  nChanged 397
		SP:Iteration 3F (40541.110000 sec): 3 clusters
  Score: Raw -593078.175464 + Penalty 2825.440909 = -590252.734555
  nChanged 375
		SP:Iteration 4F (40541.310000 sec): 3 clusters
  Score: Raw -593372.669634 + Penalty 2825.440909 = -590547.228725
  nChanged 354
		SP:Iteration 5F (40541.490000 sec): 3 clusters
  Score: Raw -593658.649602 + Penalty 2825.440909 = -590833.208693
  nChanged 324
		SP:Iteration 6F (40541.690000 sec): 3 clusters
  Score: Raw -593931.053358 + Penalty 2825.440909 = -591105.612449
  nChanged 250
		SP:Iteration 7Q (40541.910000 sec): 3 clusters
  Score: Raw -594140.175305 + Penalty 2825.440909 = -591314.734396
  nChanged 164
		SP:Iteration 8Q (40542.110000 sec): 3 clusters
  Score: Raw -594280.063781 + Penalty 2825.440909 = -591454.622872
  nChanged 110
		SP:Iteration 9Q (40542.310000 sec): 3 clusters
  Score: Raw -594372.438126 + Penalty 2825.440909 = -591546.997217
  nChanged 61
		SP:Iteration 10Q (40542.510000 sec): 3 clusters
  Score: Raw -594424.514582 + Penalty 2825.440909 = -591599.073673
  nChanged 41
		SP:Iteration 11Q (40542.730000 sec): 3 clusters
  Score: Raw -594461.770679 + Penalty 2825.440909 = -591636.329770
  nChanged 33
		SP:Iteration 12Q (40542.930000 sec): 3 clusters
  Score: Raw -594486.393249 + Penalty 2825.440909 = -591660.952341
  nChanged 23
		SP:Iteration 13Q (40543.190000 sec): 3 clusters
  Score: Raw -594503.703983 + Penalty 2825.440909 = -591678.263075
  nChanged 12
		SP:Iteration 14Q (40543.380000 sec): 3 clusters
  Score: Raw -594517.193755 + Penalty 2825.440909 = -591691.752846
  nChanged 13
		SP:Iteration 15Q (40543.590000 sec): 3 clusters
  Score: Raw -594529.707308 + Penalty 2825.440909 = -591704.266399
  nChanged 14
		SP:Iteration 16Q (40543.750000 sec): 3 clusters
  Score: Raw -594539.964150 + Penalty 2825.440909 = -591714.523241
  nChanged 10
		SP:Iteration 17Q (40543.950000 sec): 3 clusters
  Score: Raw -594546.413295 + Penalty 2825.440909 = -591720.972386
  nChanged 2
		SP:Iteration 18Q (40544.150000 sec): 3 clusters
  Score: Raw -594547.462666 + Penalty 2825.440909 = -591722.021758
  nChanged 1
		SP:Iteration 19Q (40544.310000 sec): 3 clusters
  Score: Raw -594548.311082 + Penalty 2825.440909 = -591722.870173
  nChanged 1
		SP:Iteration 20F (40544.520000 sec): 3 clusters
  Score: Raw -594548.796305 + Penalty 2825.440909 = -591723.355396
  nChanged 2
		SP:Iteration 21Q (40544.770000 sec): 3 clusters
  Score: Raw -594552.401915 + Penalty 2825.440909 = -591726.961006
  nChanged 6
		SP:Iteration 22Q (40544.910000 sec): 3 clusters
  Score: Raw -594556.507363 + Penalty 2825.440909 = -591731.066454
  nChanged 4
		SP:Iteration 23Q (40545.120000 sec): 3 clusters
  Score: Raw -594560.025303 + Penalty 2825.440909 = -591734.584394
  nChanged 4
		SP:Iteration 24Q (40545.350000 sec): 3 clusters
  Score: Raw -594563.053841 + Penalty 2825.440909 = -591737.612932
  nChanged 3
		SP:Iteration 25Q (40545.520000 sec): 3 clusters
  Score: Raw -594565.576621 + Penalty 2825.440909 = -591740.135712
  nChanged 0
		SP:Iteration 26F (40545.720000 sec): 3 clusters
  Score: Raw -594565.576621 + Penalty 2825.440909 = -591740.135712
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40545.850000 sec): 2 clusters
  Score: Raw -376148.995811 + Penalty 1352.744062 = -374796.251749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40546.080000 sec): 3 clusters
  Score: Raw -374044.337716 + Penalty 2705.488125 = -371338.849591
  nChanged 1636
		SP:Iteration 1F (40546.280000 sec): 3 clusters
  Score: Raw -375092.988886 + Penalty 2705.488125 = -372387.500762
  nChanged 388
		SP:Iteration 2F (40546.440000 sec): 3 clusters
  Score: Raw -375448.020723 + Penalty 2705.488125 = -372742.532598
  nChanged 316
		SP:Iteration 3F (40546.650000 sec): 3 clusters
  Score: Raw -375714.726979 + Penalty 2705.488125 = -373009.238854
  nChanged 234
		SP:Iteration 4F (40546.830000 sec): 3 clusters
  Score: Raw -375909.882050 + Penalty 2705.488125 = -373204.393925
  nChanged 203
		SP:Iteration 5Q (40547.030000 sec): 3 clusters
  Score: Raw -376062.875485 + Penalty 2705.488125 = -373357.387360
  nChanged 165
		SP:Iteration 6Q (40547.250000 sec): 3 clusters
  Score: Raw -376178.268071 + Penalty 2705.488125 = -373472.779946
  nChanged 141
		SP:Iteration 7Q (40547.460000 sec): 3 clusters
  Score: Raw -376264.690141 + Penalty 2705.488125 = -373559.202016
  nChanged 118
		SP:Iteration 8Q (40547.620000 sec): 3 clusters
  Score: Raw -376331.940390 + Penalty 2705.488125 = -373626.452265
  nChanged 96
		SP:Iteration 9Q (40547.780000 sec): 3 clusters
  Score: Raw -376379.342180 + Penalty 2705.488125 = -373673.854055
  nChanged 56
		SP:Iteration 10Q (40548.010000 sec): 3 clusters
  Score: Raw -376409.779422 + Penalty 2705.488125 = -373704.291297
  nChanged 64
		SP:Iteration 11Q (40548.190000 sec): 3 clusters
  Score: Raw -376438.813326 + Penalty 2705.488125 = -373733.325201
  nChanged 48
		SP:Iteration 12Q (40548.400000 sec): 3 clusters
  Score: Raw -376467.881838 + Penalty 2705.488125 = -373762.393713
  nChanged 66
		SP:Iteration 13Q (40548.590000 sec): 3 clusters
  Score: Raw -376503.230488 + Penalty 2705.488125 = -373797.742363
  nChanged 60
		SP:Iteration 14Q (40548.790000 sec): 3 clusters
  Score: Raw -376530.335713 + Penalty 2705.488125 = -373824.847588
  nChanged 54
		SP:Iteration 15Q (40549.010000 sec): 3 clusters
  Score: Raw -376552.326372 + Penalty 2705.488125 = -373846.838247
  nChanged 41
		SP:Iteration 16Q (40549.240000 sec): 3 clusters
  Score: Raw -376565.731075 + Penalty 2705.488125 = -373860.242950
  nChanged 25
		SP:Iteration 17Q (40549.430000 sec): 3 clusters
  Score: Raw -376574.752544 + Penalty 2705.488125 = -373869.264420
  nChanged 26
		SP:Iteration 18Q (40549.640000 sec): 3 clusters
  Score: Raw -376581.598096 + Penalty 2705.488125 = -373876.109972
  nChanged 18
		SP:Iteration 19Q (40549.870000 sec): 3 clusters
  Score: Raw -376586.107802 + Penalty 2705.488125 = -373880.619677
  nChanged 11
		SP:Iteration 20F (40550.070000 sec): 3 clusters
  Score: Raw -376589.681041 + Penalty 2705.488125 = -373884.192917
  nChanged 13
		SP:Iteration 21Q (40550.260000 sec): 3 clusters
  Score: Raw -376591.726450 + Penalty 2705.488125 = -373886.238326
  nChanged 3
		SP:Iteration 22Q (40550.430000 sec): 3 clusters
  Score: Raw -376592.973944 + Penalty 2705.488125 = -373887.485820
  nChanged 4
		SP:Iteration 23Q (40550.620000 sec): 3 clusters
  Score: Raw -376593.975901 + Penalty 2705.488125 = -373888.487776
  nChanged 6
		SP:Iteration 24Q (40550.850000 sec): 3 clusters
  Score: Raw -376595.096597 + Penalty 2705.488125 = -373889.608473
  nChanged 5
		SP:Iteration 25Q (40551.070000 sec): 3 clusters
  Score: Raw -376595.793050 + Penalty 2705.488125 = -373890.304926
  nChanged 3
		SP:Iteration 26Q (40551.260000 sec): 3 clusters
  Score: Raw -376597.032376 + Penalty 2705.488125 = -373891.544251
  nChanged 3
		SP:Iteration 27Q (40551.400000 sec): 3 clusters
  Score: Raw -376597.582144 + Penalty 2705.488125 = -373892.094019
  nChanged 2
		SP:Iteration 28Q (40551.640000 sec): 3 clusters
  Score: Raw -376598.057440 + Penalty 2705.488125 = -373892.569315
  nChanged 2
		SP:Iteration 29Q (40551.850000 sec): 3 clusters
  Score: Raw -376598.230425 + Penalty 2705.488125 = -373892.742300
  nChanged 2
		SP:Iteration 30Q (40552.070000 sec): 3 clusters
  Score: Raw -376598.416323 + Penalty 2705.488125 = -373892.928198
  nChanged 1
		SP:Iteration 31Q (40552.270000 sec): 3 clusters
  Score: Raw -376598.602780 + Penalty 2705.488125 = -373893.114655
  nChanged 1
		SP:Iteration 32Q (40552.480000 sec): 3 clusters
  Score: Raw -376598.731365 + Penalty 2705.488125 = -373893.243240
  nChanged 2
		SP:Iteration 33Q (40552.680000 sec): 3 clusters
  Score: Raw -376599.162759 + Penalty 2705.488125 = -373893.674634
  nChanged 1
		SP:Iteration 34Q (40552.910000 sec): 3 clusters
  Score: Raw -376599.352457 + Penalty 2705.488125 = -373893.864333
  nChanged 0
		SP:Iteration 35F (40553.170000 sec): 3 clusters
  Score: Raw -376599.352457 + Penalty 2705.488125 = -373893.864333
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40553.250000 sec): 2 clusters
  Score: Raw -436982.503806 + Penalty 1356.675863 = -435625.827944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40553.480000 sec): 3 clusters
  Score: Raw -434798.549727 + Penalty 2713.351725 = -432085.198001
  nChanged 1672
		SP:Iteration 1F (40553.670000 sec): 3 clusters
  Score: Raw -435680.912989 + Penalty 2713.351725 = -432967.561263
  nChanged 319
		SP:Iteration 2F (40553.900000 sec): 3 clusters
  Score: Raw -435865.895985 + Penalty 2713.351725 = -433152.544260
  nChanged 226
		SP:Iteration 3F (40554.100000 sec): 3 clusters
  Score: Raw -435993.880258 + Penalty 2713.351725 = -433280.528532
  nChanged 204
		SP:Iteration 4Q (40554.310000 sec): 3 clusters
  Score: Raw -436114.084135 + Penalty 2713.351725 = -433400.732409
  nChanged 180
		SP:Iteration 5Q (40554.510000 sec): 3 clusters
  Score: Raw -436220.390508 + Penalty 2713.351725 = -433507.038783
  nChanged 169
		SP:Iteration 6Q (40554.700000 sec): 3 clusters
  Score: Raw -436311.776718 + Penalty 2713.351725 = -433598.424993
  nChanged 135
		SP:Iteration 7Q (40554.920000 sec): 3 clusters
  Score: Raw -436385.149376 + Penalty 2713.351725 = -433671.797650
  nChanged 132
		SP:Iteration 8Q (40555.130000 sec): 3 clusters
  Score: Raw -436450.137740 + Penalty 2713.351725 = -433736.786015
  nChanged 118
		SP:Iteration 9Q (40555.320000 sec): 3 clusters
  Score: Raw -436507.278088 + Penalty 2713.351725 = -433793.926362
  nChanged 108
		SP:Iteration 10Q (40555.510000 sec): 3 clusters
  Score: Raw -436559.486345 + Penalty 2713.351725 = -433846.134619
  nChanged 86
		SP:Iteration 11Q (40555.670000 sec): 3 clusters
  Score: Raw -436602.150071 + Penalty 2713.351725 = -433888.798345
  nChanged 85
		SP:Iteration 12Q (40555.890000 sec): 3 clusters
  Score: Raw -436650.963003 + Penalty 2713.351725 = -433937.611278
  nChanged 95
		SP:Iteration 13Q (40556.130000 sec): 3 clusters
  Score: Raw -436706.970013 + Penalty 2713.351725 = -433993.618287
  nChanged 95
		SP:Iteration 14Q (40556.320000 sec): 3 clusters
  Score: Raw -436776.693837 + Penalty 2713.351725 = -434063.342111
  nChanged 114
		SP:Iteration 15Q (40556.490000 sec): 3 clusters
  Score: Raw -436863.902286 + Penalty 2713.351725 = -434150.550561
  nChanged 98
		SP:Iteration 16Q (40556.670000 sec): 3 clusters
  Score: Raw -436933.702603 + Penalty 2713.351725 = -434220.350878
  nChanged 97
		SP:Iteration 17Q (40556.850000 sec): 3 clusters
  Score: Raw -436997.878981 + Penalty 2713.351725 = -434284.527256
  nChanged 81
		SP:Iteration 18Q (40557.050000 sec): 3 clusters
  Score: Raw -437048.288209 + Penalty 2713.351725 = -434334.936484
  nChanged 75
		SP:Iteration 19Q (40557.200000 sec): 3 clusters
  Score: Raw -437097.728079 + Penalty 2713.351725 = -434384.376353
  nChanged 72
		SP:Iteration 20F (40557.390000 sec): 3 clusters
  Score: Raw -437138.097012 + Penalty 2713.351725 = -434424.745286
  nChanged 65
		SP:Iteration 21Q (40557.590000 sec): 3 clusters
  Score: Raw -437176.593614 + Penalty 2713.351725 = -434463.241889
  nChanged 50
		SP:Iteration 22Q (40557.760000 sec): 3 clusters
  Score: Raw -437204.724835 + Penalty 2713.351725 = -434491.373110
  nChanged 46
		SP:Iteration 23Q (40557.900000 sec): 3 clusters
  Score: Raw -437224.214173 + Penalty 2713.351725 = -434510.862448
  nChanged 28
		SP:Iteration 24Q (40558.060000 sec): 3 clusters
  Score: Raw -437234.879265 + Penalty 2713.351725 = -434521.527540
  nChanged 12
		SP:Iteration 25Q (40558.250000 sec): 3 clusters
  Score: Raw -437238.572376 + Penalty 2713.351725 = -434525.220651
  nChanged 5
		SP:Iteration 26Q (40558.480000 sec): 3 clusters
  Score: Raw -437240.195404 + Penalty 2713.351725 = -434526.843679
  nChanged 6
		SP:Iteration 27Q (40558.700000 sec): 3 clusters
  Score: Raw -437241.448878 + Penalty 2713.351725 = -434528.097153
  nChanged 5
		SP:Iteration 28Q (40558.920000 sec): 3 clusters
  Score: Raw -437243.499144 + Penalty 2713.351725 = -434530.147419
  nChanged 4
		SP:Iteration 29Q (40559.090000 sec): 3 clusters
  Score: Raw -437244.800771 + Penalty 2713.351725 = -434531.449045
  nChanged 3
		SP:Iteration 30Q (40559.270000 sec): 3 clusters
  Score: Raw -437245.466624 + Penalty 2713.351725 = -434532.114899
  nChanged 3
		SP:Iteration 31Q (40559.480000 sec): 3 clusters
  Score: Raw -437246.310163 + Penalty 2713.351725 = -434532.958438
  nChanged 2
		SP:Iteration 32Q (40559.680000 sec): 3 clusters
  Score: Raw -437246.984770 + Penalty 2713.351725 = -434533.633045
  nChanged 2
		SP:Iteration 33Q (40559.930000 sec): 3 clusters
  Score: Raw -437247.601028 + Penalty 2713.351725 = -434534.249302
  nChanged 0
		SP:Iteration 34F (40560.160000 sec): 3 clusters
  Score: Raw -437247.601028 + Penalty 2713.351725 = -434534.249302
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40560.250000 sec): 2 clusters
  Score: Raw -435753.678219 + Penalty 1368.503981 = -434385.174238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40560.490000 sec): 3 clusters
  Score: Raw -433409.949518 + Penalty 2737.007962 = -430672.941556
  nChanged 1851
		SP:Iteration 1F (40560.710000 sec): 3 clusters
  Score: Raw -434508.689211 + Penalty 2737.007962 = -431771.681249
  nChanged 409
		SP:Iteration 2F (40560.960000 sec): 3 clusters
  Score: Raw -434814.848196 + Penalty 2737.007962 = -432077.840234
  nChanged 312
		SP:Iteration 3F (40561.150000 sec): 3 clusters
  Score: Raw -435057.320779 + Penalty 2737.007962 = -432320.312817
  nChanged 287
		SP:Iteration 4F (40561.330000 sec): 3 clusters
  Score: Raw -435229.477131 + Penalty 2737.007962 = -432492.469168
  nChanged 181
		SP:Iteration 5Q (40561.510000 sec): 3 clusters
  Score: Raw -435333.164060 + Penalty 2737.007962 = -432596.156098
  nChanged 175
		SP:Iteration 6Q (40561.720000 sec): 3 clusters
  Score: Raw -435447.602062 + Penalty 2737.007962 = -432710.594100
  nChanged 184
		SP:Iteration 7Q (40561.880000 sec): 3 clusters
  Score: Raw -435573.605340 + Penalty 2737.007962 = -432836.597378
  nChanged 164
		SP:Iteration 8Q (40562.080000 sec): 3 clusters
  Score: Raw -435673.676867 + Penalty 2737.007962 = -432936.668905
  nChanged 172
		SP:Iteration 9Q (40562.280000 sec): 3 clusters
  Score: Raw -435787.072936 + Penalty 2737.007962 = -433050.064974
  nChanged 167
		SP:Iteration 10Q (40562.480000 sec): 3 clusters
  Score: Raw -435895.745817 + Penalty 2737.007962 = -433158.737855
  nChanged 123
		SP:Iteration 11Q (40562.720000 sec): 3 clusters
  Score: Raw -435983.473439 + Penalty 2737.007962 = -433246.465477
  nChanged 129
		SP:Iteration 12Q (40562.940000 sec): 3 clusters
  Score: Raw -436080.938631 + Penalty 2737.007962 = -433343.930669
  nChanged 123
		SP:Iteration 13Q (40563.100000 sec): 3 clusters
  Score: Raw -436162.302517 + Penalty 2737.007962 = -433425.294555
  nChanged 116
		SP:Iteration 14Q (40563.350000 sec): 3 clusters
  Score: Raw -436243.823386 + Penalty 2737.007962 = -433506.815424
  nChanged 116
		SP:Iteration 15Q (40563.500000 sec): 3 clusters
  Score: Raw -436322.019381 + Penalty 2737.007962 = -433585.011419
  nChanged 103
		SP:Iteration 16Q (40563.730000 sec): 3 clusters
  Score: Raw -436377.857827 + Penalty 2737.007962 = -433640.849865
  nChanged 75
		SP:Iteration 17Q (40563.970000 sec): 3 clusters
  Score: Raw -436420.692883 + Penalty 2737.007962 = -433683.684921
  nChanged 64
		SP:Iteration 18Q (40564.180000 sec): 3 clusters
  Score: Raw -436459.086335 + Penalty 2737.007962 = -433722.078373
  nChanged 64
		SP:Iteration 19Q (40564.380000 sec): 3 clusters
  Score: Raw -436495.734945 + Penalty 2737.007962 = -433758.726983
  nChanged 61
		SP:Iteration 20F (40564.630000 sec): 3 clusters
  Score: Raw -436530.072475 + Penalty 2737.007962 = -433793.064513
  nChanged 39
		SP:Iteration 21Q (40564.780000 sec): 3 clusters
  Score: Raw -436551.510344 + Penalty 2737.007962 = -433814.502382
  nChanged 42
		SP:Iteration 22Q (40564.970000 sec): 3 clusters
  Score: Raw -436571.601327 + Penalty 2737.007962 = -433834.593365
  nChanged 27
		SP:Iteration 23Q (40565.190000 sec): 3 clusters
  Score: Raw -436584.697373 + Penalty 2737.007962 = -433847.689411
  nChanged 26
		SP:Iteration 24Q (40565.370000 sec): 3 clusters
  Score: Raw -436595.177894 + Penalty 2737.007962 = -433858.169932
  nChanged 21
		SP:Iteration 25Q (40565.600000 sec): 3 clusters
  Score: Raw -436605.089865 + Penalty 2737.007962 = -433868.081903
  nChanged 17
		SP:Iteration 26Q (40565.810000 sec): 3 clusters
  Score: Raw -436613.107550 + Penalty 2737.007962 = -433876.099588
  nChanged 11
		SP:Iteration 27Q (40566.040000 sec): 3 clusters
  Score: Raw -436616.777255 + Penalty 2737.007962 = -433879.769292
  nChanged 6
		SP:Iteration 28Q (40566.250000 sec): 3 clusters
  Score: Raw -436619.056045 + Penalty 2737.007962 = -433882.048083
  nChanged 5
		SP:Iteration 29Q (40566.430000 sec): 3 clusters
  Score: Raw -436621.238780 + Penalty 2737.007962 = -433884.230818
  nChanged 7
		SP:Iteration 30Q (40566.630000 sec): 3 clusters
  Score: Raw -436624.089154 + Penalty 2737.007962 = -433887.081192
  nChanged 3
		SP:Iteration 31Q (40566.850000 sec): 3 clusters
  Score: Raw -436624.811721 + Penalty 2737.007962 = -433887.803759
  nChanged 3
		SP:Iteration 32Q (40567.070000 sec): 3 clusters
  Score: Raw -436625.756189 + Penalty 2737.007962 = -433888.748227
  nChanged 2
		SP:Iteration 33Q (40567.280000 sec): 3 clusters
  Score: Raw -436626.355123 + Penalty 2737.007962 = -433889.347161
  nChanged 2
		SP:Iteration 34Q (40567.570000 sec): 3 clusters
  Score: Raw -436626.866538 + Penalty 2737.007962 = -433889.858576
  nChanged 1
		SP:Iteration 35Q (40567.770000 sec): 3 clusters
  Score: Raw -436627.082618 + Penalty 2737.007962 = -433890.074656
  nChanged 0
		SP:Iteration 36F (40567.950000 sec): 3 clusters
  Score: Raw -436627.082618 + Penalty 2737.007962 = -433890.074656
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40568.120000 sec): 2 clusters
  Score: Raw -1087254.352775 + Penalty 1508.840046 = -1085745.512729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40568.390000 sec): 3 clusters
  Score: Raw -1081112.827175 + Penalty 3017.680092 = -1078095.147083
  nChanged 4658
		SP:Iteration 1F (40568.590000 sec): 3 clusters
  Score: Raw -1083665.305271 + Penalty 3017.680092 = -1080647.625180
  nChanged 607
		SP:Iteration 2F (40568.780000 sec): 3 clusters
  Score: Raw -1083896.302228 + Penalty 3017.680092 = -1080878.622137
  nChanged 515
		SP:Iteration 3Q (40569.030000 sec): 3 clusters
  Score: Raw -1084099.282301 + Penalty 3017.680092 = -1081081.602210
  nChanged 497
		SP:Iteration 4Q (40569.220000 sec): 3 clusters
  Score: Raw -1084286.814742 + Penalty 3017.680092 = -1081269.134650
  nChanged 423
		SP:Iteration 5Q (40569.510000 sec): 3 clusters
  Score: Raw -1084455.265862 + Penalty 3017.680092 = -1081437.585771
  nChanged 422
		SP:Iteration 6Q (40569.710000 sec): 3 clusters
  Score: Raw -1084643.092552 + Penalty 3017.680092 = -1081625.412460
  nChanged 424
		SP:Iteration 7Q (40569.950000 sec): 3 clusters
  Score: Raw -1084844.685007 + Penalty 3017.680092 = -1081827.004915
  nChanged 436
		SP:Iteration 8Q (40570.210000 sec): 3 clusters
  Score: Raw -1085064.537879 + Penalty 3017.680092 = -1082046.857788
  nChanged 424
		SP:Iteration 9Q (40570.440000 sec): 3 clusters
  Score: Raw -1085286.431861 + Penalty 3017.680092 = -1082268.751770
  nChanged 403
		SP:Iteration 10Q (40570.690000 sec): 3 clusters
  Score: Raw -1085497.238376 + Penalty 3017.680092 = -1082479.558284
  nChanged 389
		SP:Iteration 11Q (40570.940000 sec): 3 clusters
  Score: Raw -1085706.361401 + Penalty 3017.680092 = -1082688.681309
  nChanged 378
		SP:Iteration 12Q (40571.200000 sec): 3 clusters
  Score: Raw -1085917.307577 + Penalty 3017.680092 = -1082899.627485
  nChanged 344
		SP:Iteration 13Q (40571.440000 sec): 3 clusters
  Score: Raw -1086074.684027 + Penalty 3017.680092 = -1083057.003936
  nChanged 267
		SP:Iteration 14Q (40571.630000 sec): 3 clusters
  Score: Raw -1086202.860910 + Penalty 3017.680092 = -1083185.180819
  nChanged 252
		SP:Iteration 15Q (40571.890000 sec): 3 clusters
  Score: Raw -1086306.172249 + Penalty 3017.680092 = -1083288.492157
  nChanged 179
		SP:Iteration 16Q (40572.100000 sec): 3 clusters
  Score: Raw -1086369.777239 + Penalty 3017.680092 = -1083352.097147
  nChanged 136
		SP:Iteration 17Q (40572.360000 sec): 3 clusters
  Score: Raw -1086410.955254 + Penalty 3017.680092 = -1083393.275162
  nChanged 112
		SP:Iteration 18Q (40572.600000 sec): 3 clusters
  Score: Raw -1086447.297168 + Penalty 3017.680092 = -1083429.617076
  nChanged 103
		SP:Iteration 19Q (40572.790000 sec): 3 clusters
  Score: Raw -1086476.326305 + Penalty 3017.680092 = -1083458.646213
  nChanged 104
		SP:Iteration 20F (40573.050000 sec): 3 clusters
  Score: Raw -1086510.815009 + Penalty 3017.680092 = -1083493.134918
  nChanged 114
		SP:Iteration 21Q (40573.240000 sec): 3 clusters
  Score: Raw -1086548.840263 + Penalty 3017.680092 = -1083531.160171
  nChanged 103
		SP:Iteration 22Q (40573.470000 sec): 3 clusters
  Score: Raw -1086584.004795 + Penalty 3017.680092 = -1083566.324703
  nChanged 102
		SP:Iteration 23Q (40573.690000 sec): 3 clusters
  Score: Raw -1086614.839684 + Penalty 3017.680092 = -1083597.159592
  nChanged 102
		SP:Iteration 24Q (40573.910000 sec): 3 clusters
  Score: Raw -1086642.865606 + Penalty 3017.680092 = -1083625.185514
  nChanged 85
		SP:Iteration 25Q (40574.190000 sec): 3 clusters
  Score: Raw -1086665.396494 + Penalty 3017.680092 = -1083647.716402
  nChanged 82
		SP:Iteration 26Q (40574.420000 sec): 3 clusters
  Score: Raw -1086684.501371 + Penalty 3017.680092 = -1083666.821280
  nChanged 77
		SP:Iteration 27Q (40574.640000 sec): 3 clusters
  Score: Raw -1086704.734545 + Penalty 3017.680092 = -1083687.054454
  nChanged 66
		SP:Iteration 28Q (40574.860000 sec): 3 clusters
  Score: Raw -1086719.015394 + Penalty 3017.680092 = -1083701.335302
  nChanged 54
		SP:Iteration 29Q (40575.110000 sec): 3 clusters
  Score: Raw -1086730.640322 + Penalty 3017.680092 = -1083712.960230
  nChanged 58
		SP:Iteration 30Q (40575.300000 sec): 3 clusters
  Score: Raw -1086744.781782 + Penalty 3017.680092 = -1083727.101690
  nChanged 61
		SP:Iteration 31Q (40575.540000 sec): 3 clusters
  Score: Raw -1086761.276097 + Penalty 3017.680092 = -1083743.596006
  nChanged 71
		SP:Iteration 32Q (40575.780000 sec): 3 clusters
  Score: Raw -1086779.023026 + Penalty 3017.680092 = -1083761.342935
  nChanged 62
		SP:Iteration 33Q (40576.050000 sec): 3 clusters
  Score: Raw -1086792.042548 + Penalty 3017.680092 = -1083774.362457
  nChanged 55
		SP:Iteration 34Q (40576.210000 sec): 3 clusters
  Score: Raw -1086804.704379 + Penalty 3017.680092 = -1083787.024287
  nChanged 68
		SP:Iteration 35Q (40576.450000 sec): 3 clusters
  Score: Raw -1086822.972527 + Penalty 3017.680092 = -1083805.292436
  nChanged 65
		SP:Iteration 36Q (40576.700000 sec): 3 clusters
  Score: Raw -1086839.987819 + Penalty 3017.680092 = -1083822.307727
  nChanged 65
		SP:Iteration 37Q (40576.940000 sec): 3 clusters
  Score: Raw -1086855.318473 + Penalty 3017.680092 = -1083837.638382
  nChanged 59
		SP:Iteration 38Q (40577.160000 sec): 3 clusters
  Score: Raw -1086873.820458 + Penalty 3017.680092 = -1083856.140366
  nChanged 55
		SP:Iteration 39Q (40577.430000 sec): 3 clusters
  Score: Raw -1086888.086459 + Penalty 3017.680092 = -1083870.406368
  nChanged 45
		SP:Iteration 40F (40577.670000 sec): 3 clusters
  Score: Raw -1086898.975885 + Penalty 3017.680092 = -1083881.295793
  nChanged 53
		SP:Iteration 41Q (40577.860000 sec): 3 clusters
  Score: Raw -1086911.622632 + Penalty 3017.680092 = -1083893.942541
  nChanged 48
		SP:Iteration 42Q (40578.060000 sec): 3 clusters
  Score: Raw -1086922.061675 + Penalty 3017.680092 = -1083904.381584
  nChanged 51
		SP:Iteration 43Q (40578.280000 sec): 3 clusters
  Score: Raw -1086934.720786 + Penalty 3017.680092 = -1083917.040695
  nChanged 52
		SP:Iteration 44Q (40578.550000 sec): 3 clusters
  Score: Raw -1086946.395566 + Penalty 3017.680092 = -1083928.715474
  nChanged 43
		SP:Iteration 45Q (40578.790000 sec): 3 clusters
  Score: Raw -1086957.547422 + Penalty 3017.680092 = -1083939.867330
  nChanged 31
		SP:Iteration 46Q (40579.050000 sec): 3 clusters
  Score: Raw -1086964.396267 + Penalty 3017.680092 = -1083946.716175
  nChanged 23
		SP:Iteration 47Q (40579.240000 sec): 3 clusters
  Score: Raw -1086969.588977 + Penalty 3017.680092 = -1083951.908885
  nChanged 29
		SP:Iteration 48Q (40579.460000 sec): 3 clusters
  Score: Raw -1086976.518445 + Penalty 3017.680092 = -1083958.838353
  nChanged 31
		SP:Iteration 49Q (40579.660000 sec): 3 clusters
  Score: Raw -1086985.359880 + Penalty 3017.680092 = -1083967.679789
  nChanged 38
		SP:Iteration 50Q (40579.870000 sec): 3 clusters
  Score: Raw -1086994.743285 + Penalty 3017.680092 = -1083977.063194
  nChanged 36
		SP:Iteration 51Q (40580.120000 sec): 3 clusters
  Score: Raw -1087002.406175 + Penalty 3017.680092 = -1083984.726083
  nChanged 36
		SP:Iteration 52Q (40580.330000 sec): 3 clusters
  Score: Raw -1087011.088451 + Penalty 3017.680092 = -1083993.408359
  nChanged 36
		SP:Iteration 53Q (40580.540000 sec): 3 clusters
  Score: Raw -1087018.848934 + Penalty 3017.680092 = -1084001.168842
  nChanged 31
		SP:Iteration 54Q (40580.790000 sec): 3 clusters
  Score: Raw -1087028.649839 + Penalty 3017.680092 = -1084010.969748
  nChanged 33
		SP:Iteration 55Q (40580.990000 sec): 3 clusters
  Score: Raw -1087037.132658 + Penalty 3017.680092 = -1084019.452566
  nChanged 27
		SP:Iteration 56Q (40581.220000 sec): 3 clusters
  Score: Raw -1087043.164753 + Penalty 3017.680092 = -1084025.484662
  nChanged 25
		SP:Iteration 57Q (40581.470000 sec): 3 clusters
  Score: Raw -1087047.876239 + Penalty 3017.680092 = -1084030.196147
  nChanged 27
		SP:Iteration 58Q (40581.690000 sec): 3 clusters
  Score: Raw -1087054.109882 + Penalty 3017.680092 = -1084036.429791
  nChanged 37
		SP:Iteration 59Q (40581.910000 sec): 3 clusters
  Score: Raw -1087062.528604 + Penalty 3017.680092 = -1084044.848513
  nChanged 34
		SP:Iteration 60F (40582.120000 sec): 3 clusters
  Score: Raw -1087070.073731 + Penalty 3017.680092 = -1084052.393639
  nChanged 33
		SP:Iteration 61Q (40582.370000 sec): 3 clusters
  Score: Raw -1087077.662301 + Penalty 3017.680092 = -1084059.982209
  nChanged 41
		SP:Iteration 62Q (40582.610000 sec): 3 clusters
  Score: Raw -1087088.265657 + Penalty 3017.680092 = -1084070.585566
  nChanged 39
		SP:Iteration 63Q (40582.810000 sec): 3 clusters
  Score: Raw -1087098.202048 + Penalty 3017.680092 = -1084080.521956
  nChanged 35
		SP:Iteration 64Q (40583.080000 sec): 3 clusters
  Score: Raw -1087106.136845 + Penalty 3017.680092 = -1084088.456753
  nChanged 32
		SP:Iteration 65Q (40583.350000 sec): 3 clusters
  Score: Raw -1087112.877332 + Penalty 3017.680092 = -1084095.197241
  nChanged 31
		SP:Iteration 66Q (40583.510000 sec): 3 clusters
  Score: Raw -1087121.181251 + Penalty 3017.680092 = -1084103.501160
  nChanged 34
		SP:Iteration 67Q (40583.740000 sec): 3 clusters
  Score: Raw -1087131.366266 + Penalty 3017.680092 = -1084113.686175
  nChanged 34
		SP:Iteration 68Q (40583.970000 sec): 3 clusters
  Score: Raw -1087140.058618 + Penalty 3017.680092 = -1084122.378526
  nChanged 33
		SP:Iteration 69Q (40584.180000 sec): 3 clusters
  Score: Raw -1087147.271650 + Penalty 3017.680092 = -1084129.591558
  nChanged 35
		SP:Iteration 70Q (40584.430000 sec): 3 clusters
  Score: Raw -1087156.784832 + Penalty 3017.680092 = -1084139.104741
  nChanged 35
		SP:Iteration 71Q (40584.660000 sec): 3 clusters
  Score: Raw -1087167.177893 + Penalty 3017.680092 = -1084149.497802
  nChanged 44
		SP:Iteration 72Q (40584.900000 sec): 3 clusters
  Score: Raw -1087179.553561 + Penalty 3017.680092 = -1084161.873469
  nChanged 30
		SP:Iteration 73Q (40585.140000 sec): 3 clusters
  Score: Raw -1087187.367075 + Penalty 3017.680092 = -1084169.686983
  nChanged 26
		SP:Iteration 74Q (40585.400000 sec): 3 clusters
  Score: Raw -1087194.581677 + Penalty 3017.680092 = -1084176.901586
  nChanged 30
		SP:Iteration 75Q (40585.650000 sec): 3 clusters
  Score: Raw -1087201.441743 + Penalty 3017.680092 = -1084183.761651
  nChanged 28
		SP:Iteration 76Q (40585.870000 sec): 3 clusters
  Score: Raw -1087208.086073 + Penalty 3017.680092 = -1084190.405981
  nChanged 35
		SP:Iteration 77Q (40586.140000 sec): 3 clusters
  Score: Raw -1087217.763777 + Penalty 3017.680092 = -1084200.083686
  nChanged 31
		SP:Iteration 78Q (40586.360000 sec): 3 clusters
  Score: Raw -1087227.948617 + Penalty 3017.680092 = -1084210.268526
  nChanged 31
		SP:Iteration 79Q (40586.630000 sec): 3 clusters
  Score: Raw -1087238.436509 + Penalty 3017.680092 = -1084220.756417
  nChanged 36
		SP:Iteration 80F (40586.840000 sec): 3 clusters
  Score: Raw -1087249.290079 + Penalty 3017.680092 = -1084231.609988
  nChanged 32
		SP:Iteration 81Q (40587.140000 sec): 3 clusters
  Score: Raw -1087258.864554 + Penalty 3017.680092 = -1084241.184462
  nChanged 30
		SP:Iteration 82Q (40587.350000 sec): 3 clusters
  Score: Raw -1087270.394199 + Penalty 3017.680092 = -1084252.714107
  nChanged 26
		SP:Iteration 83Q (40587.570000 sec): 3 clusters
  Score: Raw -1087280.045202 + Penalty 3017.680092 = -1084262.365111
  nChanged 27
		SP:Iteration 84Q (40587.830000 sec): 3 clusters
  Score: Raw -1087288.702795 + Penalty 3017.680092 = -1084271.022704
  nChanged 17
		SP:Iteration 85Q (40588.080000 sec): 3 clusters
  Score: Raw -1087294.313261 + Penalty 3017.680092 = -1084276.633169
  nChanged 23
		SP:Iteration 86Q (40588.290000 sec): 3 clusters
  Score: Raw -1087302.374552 + Penalty 3017.680092 = -1084284.694460
  nChanged 16
		SP:Iteration 87Q (40588.520000 sec): 3 clusters
  Score: Raw -1087309.569962 + Penalty 3017.680092 = -1084291.889871
  nChanged 22
		SP:Iteration 88Q (40588.790000 sec): 3 clusters
  Score: Raw -1087317.651450 + Penalty 3017.680092 = -1084299.971358
  nChanged 18
		SP:Iteration 89Q (40589.050000 sec): 3 clusters
  Score: Raw -1087323.697743 + Penalty 3017.680092 = -1084306.017652
  nChanged 17
		SP:Iteration 90Q (40589.260000 sec): 3 clusters
  Score: Raw -1087330.436463 + Penalty 3017.680092 = -1084312.756371
  nChanged 20
		SP:Iteration 91Q (40589.490000 sec): 3 clusters
  Score: Raw -1087337.466462 + Penalty 3017.680092 = -1084319.786371
  nChanged 13
		SP:Iteration 92Q (40589.660000 sec): 3 clusters
  Score: Raw -1087342.244985 + Penalty 3017.680092 = -1084324.564894
  nChanged 11
		SP:Iteration 93Q (40589.910000 sec): 3 clusters
  Score: Raw -1087345.621916 + Penalty 3017.680092 = -1084327.941825
  nChanged 11
		SP:Iteration 94Q (40590.090000 sec): 3 clusters
  Score: Raw -1087348.056261 + Penalty 3017.680092 = -1084330.376169
  nChanged 9
		SP:Iteration 95Q (40590.270000 sec): 3 clusters
  Score: Raw -1087350.233869 + Penalty 3017.680092 = -1084332.553777
  nChanged 13
		SP:Iteration 96Q (40590.530000 sec): 3 clusters
  Score: Raw -1087354.744566 + Penalty 3017.680092 = -1084337.064475
  nChanged 14
		SP:Iteration 97Q (40590.710000 sec): 3 clusters
  Score: Raw -1087361.406978 + Penalty 3017.680092 = -1084343.726887
  nChanged 21
		SP:Iteration 98Q (40590.920000 sec): 3 clusters
  Score: Raw -1087368.844396 + Penalty 3017.680092 = -1084351.164304
  nChanged 21
		SP:Iteration 99Q (40591.170000 sec): 3 clusters
  Score: Raw -1087379.112543 + Penalty 3017.680092 = -1084361.432451
  nChanged 22
		SP:Iteration 100F (40591.420000 sec): 3 clusters
  Score: Raw -1087391.981415 + Penalty 3017.680092 = -1084374.301323
  nChanged 27
		SP:Iteration 101Q (40591.690000 sec): 3 clusters
  Score: Raw -1087405.933728 + Penalty 3017.680092 = -1084388.253637
  nChanged 23
		SP:Iteration 102Q (40591.900000 sec): 3 clusters
  Score: Raw -1087416.913904 + Penalty 3017.680092 = -1084399.233812
  nChanged 24
		SP:Iteration 103Q (40592.170000 sec): 3 clusters
  Score: Raw -1087427.248525 + Penalty 3017.680092 = -1084409.568433
  nChanged 16
		SP:Iteration 104Q (40592.430000 sec): 3 clusters
  Score: Raw -1087432.573888 + Penalty 3017.680092 = -1084414.893797
  nChanged 10
		SP:Iteration 105Q (40592.600000 sec): 3 clusters
  Score: Raw -1087436.366896 + Penalty 3017.680092 = -1084418.686805
  nChanged 13
		SP:Iteration 106Q (40592.850000 sec): 3 clusters
  Score: Raw -1087441.202190 + Penalty 3017.680092 = -1084423.522098
  nChanged 7
		SP:Iteration 107Q (40593.090000 sec): 3 clusters
  Score: Raw -1087443.634621 + Penalty 3017.680092 = -1084425.954530
  nChanged 3
		SP:Iteration 108Q (40593.300000 sec): 3 clusters
  Score: Raw -1087444.070679 + Penalty 3017.680092 = -1084426.390587
  nChanged 0
		SP:Iteration 109F (40593.570000 sec): 3 clusters
  Score: Raw -1087444.070679 + Penalty 3017.680092 = -1084426.390587
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40593.680000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40593.920000 sec): 3 clusters
  Score: Raw -54021.748027 + Penalty 2038.685027 = -51983.063000
  nChanged 135
		SP:Iteration 1F (40594.100000 sec): 3 clusters
  Score: Raw -54259.465225 + Penalty 2038.685027 = -52220.780198
  nChanged 52
		SP:Iteration 2F (40594.310000 sec): 3 clusters
  Score: Raw -54350.205506 + Penalty 2038.685027 = -52311.520479
  nChanged 25
		SP:Iteration 3Q (40594.470000 sec): 3 clusters
  Score: Raw -54392.639578 + Penalty 2038.685027 = -52353.954551
  nChanged 15
		SP:Iteration 4Q (40594.660000 sec): 3 clusters
  Score: Raw -54428.665560 + Penalty 2038.685027 = -52389.980533
  nChanged 11
		SP:Iteration 5Q (40594.840000 sec): 3 clusters
  Score: Raw -54450.878975 + Penalty 2038.685027 = -52412.193948
  nChanged 9
		SP:Iteration 6Q (40595.000000 sec): 3 clusters
  Score: Raw -54472.949724 + Penalty 2038.685027 = -52434.264697
  nChanged 7
		SP:Iteration 7Q (40595.190000 sec): 3 clusters
  Score: Raw -54484.212415 + Penalty 2038.685027 = -52445.527388
  nChanged 8
		SP:Iteration 8Q (40595.380000 sec): 3 clusters
  Score: Raw -54498.656242 + Penalty 2038.685027 = -52459.971215
  nChanged 6
		SP:Iteration 9Q (40595.590000 sec): 3 clusters
  Score: Raw -54507.959291 + Penalty 2038.685027 = -52469.274263
  nChanged 2
		SP:Iteration 10Q (40595.810000 sec): 3 clusters
  Score: Raw -54512.751241 + Penalty 2038.685027 = -52474.066214
  nChanged 1
		SP:Iteration 11Q (40595.960000 sec): 3 clusters
  Score: Raw -54514.021043 + Penalty 2038.685027 = -52475.336015
  nChanged 2
		SP:Iteration 12Q (40596.220000 sec): 3 clusters
  Score: Raw -54516.963751 + Penalty 2038.685027 = -52478.278723
  nChanged 1
		SP:Iteration 13Q (40596.380000 sec): 3 clusters
  Score: Raw -54518.826818 + Penalty 2038.685027 = -52480.141791
  nChanged 2
		SP:Iteration 14Q (40596.610000 sec): 3 clusters
  Score: Raw -54523.611521 + Penalty 2038.685027 = -52484.926493
  nChanged 4
		SP:Iteration 15Q (40596.810000 sec): 3 clusters
  Score: Raw -54533.665892 + Penalty 2038.685027 = -52494.980865
  nChanged 2
		SP:Iteration 16Q (40597.010000 sec): 3 clusters
  Score: Raw -54538.742145 + Penalty 2038.685027 = -52500.057118
  nChanged 1
		SP:Iteration 17Q (40597.180000 sec): 3 clusters
  Score: Raw -54540.788591 + Penalty 2038.685027 = -52502.103564
  nChanged 0
		SP:Iteration 18F (40597.370000 sec): 3 clusters
  Score: Raw -54540.788591 + Penalty 2038.685027 = -52502.103564
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40597.490000 sec): 2 clusters
  Score: Raw -228211.002641 + Penalty 1253.272123 = -226957.730517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40597.650000 sec): 3 clusters
  Score: Raw -227196.995265 + Penalty 2506.544246 = -224690.451019
  nChanged 786
		SP:Iteration 1F (40597.870000 sec): 3 clusters
  Score: Raw -227758.782361 + Penalty 2506.544246 = -225252.238114
  nChanged 212
		SP:Iteration 2F (40598.070000 sec): 3 clusters
  Score: Raw -227977.853389 + Penalty 2506.544246 = -225471.309143
  nChanged 160
		SP:Iteration 3F (40598.250000 sec): 3 clusters
  Score: Raw -228125.850393 + Penalty 2506.544246 = -225619.306146
  nChanged 113
		SP:Iteration 4F (40598.430000 sec): 3 clusters
  Score: Raw -228213.223462 + Penalty 2506.544246 = -225706.679215
  nChanged 77
		SP:Iteration 5Q (40598.590000 sec): 3 clusters
  Score: Raw -228281.972430 + Penalty 2506.544246 = -225775.428184
  nChanged 54
		SP:Iteration 6Q (40598.810000 sec): 3 clusters
  Score: Raw -228317.559561 + Penalty 2506.544246 = -225811.015315
  nChanged 45
		SP:Iteration 7Q (40598.990000 sec): 3 clusters
  Score: Raw -228348.048746 + Penalty 2506.544246 = -225841.504499
  nChanged 37
		SP:Iteration 8Q (40599.170000 sec): 3 clusters
  Score: Raw -228371.756045 + Penalty 2506.544246 = -225865.211799
  nChanged 23
		SP:Iteration 9Q (40599.380000 sec): 3 clusters
  Score: Raw -228388.171343 + Penalty 2506.544246 = -225881.627097
  nChanged 18
		SP:Iteration 10Q (40599.580000 sec): 3 clusters
  Score: Raw -228397.051905 + Penalty 2506.544246 = -225890.507659
  nChanged 8
		SP:Iteration 11Q (40599.740000 sec): 3 clusters
  Score: Raw -228401.515495 + Penalty 2506.544246 = -225894.971249
  nChanged 13
		SP:Iteration 12Q (40599.960000 sec): 3 clusters
  Score: Raw -228407.790451 + Penalty 2506.544246 = -225901.246205
  nChanged 9
		SP:Iteration 13Q (40600.150000 sec): 3 clusters
  Score: Raw -228411.664767 + Penalty 2506.544246 = -225905.120521
  nChanged 6
		SP:Iteration 14Q (40600.340000 sec): 3 clusters
  Score: Raw -228413.582299 + Penalty 2506.544246 = -225907.038053
  nChanged 3
		SP:Iteration 15Q (40600.510000 sec): 3 clusters
  Score: Raw -228414.604132 + Penalty 2506.544246 = -225908.059885
  nChanged 3
		SP:Iteration 16Q (40600.700000 sec): 3 clusters
  Score: Raw -228416.700751 + Penalty 2506.544246 = -225910.156505
  nChanged 3
		SP:Iteration 17Q (40600.880000 sec): 3 clusters
  Score: Raw -228418.381625 + Penalty 2506.544246 = -225911.837379
  nChanged 3
		SP:Iteration 18Q (40601.110000 sec): 3 clusters
  Score: Raw -228419.938296 + Penalty 2506.544246 = -225913.394050
  nChanged 0
		SP:Iteration 19F (40601.280000 sec): 3 clusters
  Score: Raw -228419.938296 + Penalty 2506.544246 = -225913.394050
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40601.370000 sec): 2 clusters
  Score: Raw -213518.779354 + Penalty 1243.847024 = -212274.932330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40601.550000 sec): 3 clusters
  Score: Raw -212601.975218 + Penalty 2487.694049 = -210114.281169
  nChanged 731
		SP:Iteration 1F (40601.760000 sec): 3 clusters
  Score: Raw -213075.264869 + Penalty 2487.694049 = -210587.570821
  nChanged 178
		SP:Iteration 2F (40601.920000 sec): 3 clusters
  Score: Raw -213228.224811 + Penalty 2487.694049 = -210740.530762
  nChanged 115
		SP:Iteration 3F (40602.090000 sec): 3 clusters
  Score: Raw -213313.447729 + Penalty 2487.694049 = -210825.753680
  nChanged 84
		SP:Iteration 4Q (40602.280000 sec): 3 clusters
  Score: Raw -213386.213708 + Penalty 2487.694049 = -210898.519659
  nChanged 77
		SP:Iteration 5Q (40602.470000 sec): 3 clusters
  Score: Raw -213455.154866 + Penalty 2487.694049 = -210967.460818
  nChanged 76
		SP:Iteration 6Q (40602.710000 sec): 3 clusters
  Score: Raw -213518.083139 + Penalty 2487.694049 = -211030.389090
  nChanged 66
		SP:Iteration 7Q (40602.920000 sec): 3 clusters
  Score: Raw -213569.424325 + Penalty 2487.694049 = -211081.730276
  nChanged 62
		SP:Iteration 8Q (40603.140000 sec): 3 clusters
  Score: Raw -213632.757214 + Penalty 2487.694049 = -211145.063166
  nChanged 64
		SP:Iteration 9Q (40603.270000 sec): 3 clusters
  Score: Raw -213684.996062 + Penalty 2487.694049 = -211197.302014
  nChanged 51
		SP:Iteration 10Q (40603.470000 sec): 3 clusters
  Score: Raw -213721.491647 + Penalty 2487.694049 = -211233.797598
  nChanged 44
		SP:Iteration 11Q (40603.620000 sec): 3 clusters
  Score: Raw -213761.342275 + Penalty 2487.694049 = -211273.648226
  nChanged 44
		SP:Iteration 12Q (40603.790000 sec): 3 clusters
  Score: Raw -213796.636368 + Penalty 2487.694049 = -211308.942320
  nChanged 41
		SP:Iteration 13Q (40603.980000 sec): 3 clusters
  Score: Raw -213823.780362 + Penalty 2487.694049 = -211336.086313
  nChanged 31
		SP:Iteration 14Q (40604.190000 sec): 3 clusters
  Score: Raw -213852.585989 + Penalty 2487.694049 = -211364.891940
  nChanged 36
		SP:Iteration 15Q (40604.330000 sec): 3 clusters
  Score: Raw -213876.039846 + Penalty 2487.694049 = -211388.345797
  nChanged 46
		SP:Iteration 16Q (40604.580000 sec): 3 clusters
  Score: Raw -213914.911161 + Penalty 2487.694049 = -211427.217113
  nChanged 42
		SP:Iteration 17Q (40604.760000 sec): 3 clusters
  Score: Raw -213948.474764 + Penalty 2487.694049 = -211460.780716
  nChanged 35
		SP:Iteration 18Q (40604.940000 sec): 3 clusters
  Score: Raw -213974.286257 + Penalty 2487.694049 = -211486.592209
  nChanged 32
		SP:Iteration 19Q (40605.170000 sec): 3 clusters
  Score: Raw -214000.214633 + Penalty 2487.694049 = -211512.520584
  nChanged 22
		SP:Iteration 20F (40605.380000 sec): 3 clusters
  Score: Raw -214016.165903 + Penalty 2487.694049 = -211528.471854
  nChanged 18
		SP:Iteration 21Q (40605.620000 sec): 3 clusters
  Score: Raw -214026.767805 + Penalty 2487.694049 = -211539.073756
  nChanged 18
		SP:Iteration 22Q (40605.800000 sec): 3 clusters
  Score: Raw -214040.750056 + Penalty 2487.694049 = -211553.056008
  nChanged 16
		SP:Iteration 23Q (40605.980000 sec): 3 clusters
  Score: Raw -214051.949524 + Penalty 2487.694049 = -211564.255475
  nChanged 8
		SP:Iteration 24Q (40606.180000 sec): 3 clusters
  Score: Raw -214057.084768 + Penalty 2487.694049 = -211569.390719
  nChanged 7
		SP:Iteration 25Q (40606.380000 sec): 3 clusters
  Score: Raw -214063.511928 + Penalty 2487.694049 = -211575.817879
  nChanged 10
		SP:Iteration 26Q (40606.580000 sec): 3 clusters
  Score: Raw -214069.394520 + Penalty 2487.694049 = -211581.700472
  nChanged 11
		SP:Iteration 27Q (40606.740000 sec): 3 clusters
  Score: Raw -214077.280897 + Penalty 2487.694049 = -211589.586849
  nChanged 8
		SP:Iteration 28Q (40606.910000 sec): 3 clusters
  Score: Raw -214083.313007 + Penalty 2487.694049 = -211595.618958
  nChanged 7
		SP:Iteration 29Q (40607.120000 sec): 3 clusters
  Score: Raw -214089.420032 + Penalty 2487.694049 = -211601.725984
  nChanged 6
		SP:Iteration 30Q (40607.270000 sec): 3 clusters
  Score: Raw -214092.894418 + Penalty 2487.694049 = -211605.200370
  nChanged 5
		SP:Iteration 31Q (40607.480000 sec): 3 clusters
  Score: Raw -214095.566577 + Penalty 2487.694049 = -211607.872529
  nChanged 4
		SP:Iteration 32Q (40607.670000 sec): 3 clusters
  Score: Raw -214099.476015 + Penalty 2487.694049 = -211611.781967
  nChanged 7
		SP:Iteration 33Q (40607.850000 sec): 3 clusters
  Score: Raw -214103.822066 + Penalty 2487.694049 = -211616.128017
  nChanged 5
		SP:Iteration 34Q (40608.000000 sec): 3 clusters
  Score: Raw -214111.625806 + Penalty 2487.694049 = -211623.931757
  nChanged 9
		SP:Iteration 35Q (40608.200000 sec): 3 clusters
  Score: Raw -214124.557904 + Penalty 2487.694049 = -211636.863855
  nChanged 17
		SP:Iteration 36Q (40608.360000 sec): 3 clusters
  Score: Raw -214156.498023 + Penalty 2487.694049 = -211668.803974
  nChanged 21
		SP:Iteration 37Q (40608.560000 sec): 3 clusters
  Score: Raw -214176.900111 + Penalty 2487.694049 = -211689.206062
  nChanged 13
		SP:Iteration 38Q (40608.740000 sec): 3 clusters
  Score: Raw -214190.004662 + Penalty 2487.694049 = -211702.310614
  nChanged 11
		SP:Iteration 39Q (40608.910000 sec): 3 clusters
  Score: Raw -214201.703234 + Penalty 2487.694049 = -211714.009185
  nChanged 10
		SP:Iteration 40F (40609.100000 sec): 3 clusters
  Score: Raw -214216.942889 + Penalty 2487.694049 = -211729.248840
  nChanged 13
		SP:Iteration 41Q (40609.260000 sec): 3 clusters
  Score: Raw -214238.774238 + Penalty 2487.694049 = -211751.080189
  nChanged 17
		SP:Iteration 42Q (40609.450000 sec): 3 clusters
  Score: Raw -214258.127077 + Penalty 2487.694049 = -211770.433029
  nChanged 12
		SP:Iteration 43Q (40609.630000 sec): 3 clusters
  Score: Raw -214271.857468 + Penalty 2487.694049 = -211784.163419
  nChanged 10
		SP:Iteration 44Q (40609.820000 sec): 3 clusters
  Score: Raw -214281.881400 + Penalty 2487.694049 = -211794.187351
  nChanged 9
		SP:Iteration 45Q (40609.960000 sec): 3 clusters
  Score: Raw -214291.224039 + Penalty 2487.694049 = -211803.529991
  nChanged 6
		SP:Iteration 46Q (40610.100000 sec): 3 clusters
  Score: Raw -214298.837184 + Penalty 2487.694049 = -211811.143135
  nChanged 9
		SP:Iteration 47Q (40610.300000 sec): 3 clusters
  Score: Raw -214309.247435 + Penalty 2487.694049 = -211821.553387
  nChanged 7
		SP:Iteration 48Q (40610.440000 sec): 3 clusters
  Score: Raw -214316.902413 + Penalty 2487.694049 = -211829.208364
  nChanged 4
		SP:Iteration 49Q (40610.580000 sec): 3 clusters
  Score: Raw -214321.100159 + Penalty 2487.694049 = -211833.406110
  nChanged 4
		SP:Iteration 50Q (40610.780000 sec): 3 clusters
  Score: Raw -214326.362227 + Penalty 2487.694049 = -211838.668178
  nChanged 2
		SP:Iteration 51Q (40610.920000 sec): 3 clusters
  Score: Raw -214328.321736 + Penalty 2487.694049 = -211840.627687
  nChanged 3
		SP:Iteration 52Q (40611.060000 sec): 3 clusters
  Score: Raw -214331.465624 + Penalty 2487.694049 = -211843.771576
  nChanged 4
		SP:Iteration 53Q (40611.260000 sec): 3 clusters
  Score: Raw -214334.584231 + Penalty 2487.694049 = -211846.890182
  nChanged 2
		SP:Iteration 54Q (40611.400000 sec): 3 clusters
  Score: Raw -214336.430235 + Penalty 2487.694049 = -211848.736187
  nChanged 2
		SP:Iteration 55Q (40611.540000 sec): 3 clusters
  Score: Raw -214338.204047 + Penalty 2487.694049 = -211850.509998
  nChanged 1
		SP:Iteration 56Q (40611.740000 sec): 3 clusters
  Score: Raw -214339.299156 + Penalty 2487.694049 = -211851.605107
  nChanged 3
		SP:Iteration 57Q (40611.880000 sec): 3 clusters
  Score: Raw -214341.787538 + Penalty 2487.694049 = -211854.093489
  nChanged 0
		SP:Iteration 58F (40612.030000 sec): 3 clusters
  Score: Raw -214341.787538 + Penalty 2487.694049 = -211854.093489
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40612.130000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40612.320000 sec): 3 clusters
  Score: Raw -47092.124045 + Penalty 1977.462309 = -45114.661735
  nChanged 88
		SP:Iteration 1F (40612.470000 sec): 3 clusters
  Score: Raw -47217.228890 + Penalty 1977.462309 = -45239.766580
  nChanged 32
		SP:Iteration 2F (40612.650000 sec): 3 clusters
  Score: Raw -47267.096555 + Penalty 1977.462309 = -45289.634246
  nChanged 13
		SP:Iteration 3Q (40612.790000 sec): 3 clusters
  Score: Raw -47288.036434 + Penalty 1977.462309 = -45310.574125
  nChanged 7
		SP:Iteration 4Q (40612.980000 sec): 3 clusters
  Score: Raw -47298.917662 + Penalty 1977.462309 = -45321.455352
  nChanged 3
		SP:Iteration 5Q (40613.170000 sec): 3 clusters
  Score: Raw -47301.248658 + Penalty 1977.462309 = -45323.786348
  nChanged 0
		SP:Iteration 6F (40613.340000 sec): 3 clusters
  Score: Raw -47301.248658 + Penalty 1977.462309 = -45323.786348
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40613.430000 sec): 2 clusters
  Score: Raw -73071.025905 + Penalty 1102.290345 = -71968.735560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40613.620000 sec): 3 clusters
  Score: Raw -72839.742296 + Penalty 2204.580690 = -70635.161606
  nChanged 280
		SP:Iteration 1F (40613.790000 sec): 3 clusters
  Score: Raw -73318.911631 + Penalty 2204.580690 = -71114.330941
  nChanged 99
		SP:Iteration 2F (40613.950000 sec): 3 clusters
  Score: Raw -73550.246479 + Penalty 2204.580690 = -71345.665789
  nChanged 76
		SP:Iteration 3F (40614.160000 sec): 3 clusters
  Score: Raw -73717.098668 + Penalty 2204.580690 = -71512.517978
  nChanged 42
		SP:Iteration 4Q (40614.320000 sec): 3 clusters
  Score: Raw -73810.380254 + Penalty 2204.580690 = -71605.799563
  nChanged 29
		SP:Iteration 5Q (40614.530000 sec): 3 clusters
  Score: Raw -73873.059900 + Penalty 2204.580690 = -71668.479210
  nChanged 18
		SP:Iteration 6Q (40614.720000 sec): 3 clusters
  Score: Raw -73916.452728 + Penalty 2204.580690 = -71711.872038
  nChanged 12
		SP:Iteration 7Q (40614.920000 sec): 3 clusters
  Score: Raw -73934.122237 + Penalty 2204.580690 = -71729.541547
  nChanged 10
		SP:Iteration 8Q (40615.050000 sec): 3 clusters
  Score: Raw -73947.436269 + Penalty 2204.580690 = -71742.855579
  nChanged 5
		SP:Iteration 9Q (40615.280000 sec): 3 clusters
  Score: Raw -73956.115376 + Penalty 2204.580690 = -71751.534685
  nChanged 5
		SP:Iteration 10Q (40615.490000 sec): 3 clusters
  Score: Raw -73966.603721 + Penalty 2204.580690 = -71762.023031
  nChanged 8
		SP:Iteration 11Q (40615.690000 sec): 3 clusters
  Score: Raw -73978.002679 + Penalty 2204.580690 = -71773.421989
  nChanged 2
		SP:Iteration 12Q (40615.870000 sec): 3 clusters
  Score: Raw -73979.793748 + Penalty 2204.580690 = -71775.213058
  nChanged 0
		SP:Iteration 13F (40616.050000 sec): 3 clusters
  Score: Raw -73979.793748 + Penalty 2204.580690 = -71775.213058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40616.160000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40616.360000 sec): 3 clusters
  Score: Raw -50502.864242 + Penalty 2018.445025 = -48484.419217
  nChanged 131
		SP:Iteration 1F (40616.540000 sec): 3 clusters
  Score: Raw -50717.782678 + Penalty 2018.445025 = -48699.337653
  nChanged 37
		SP:Iteration 2F (40616.720000 sec): 3 clusters
  Score: Raw -50778.967141 + Penalty 2018.445025 = -48760.522116
  nChanged 12
		SP:Iteration 3Q (40616.900000 sec): 3 clusters
  Score: Raw -50793.445522 + Penalty 2018.445025 = -48775.000497
  nChanged 5
		SP:Iteration 4Q (40617.080000 sec): 3 clusters
  Score: Raw -50801.265730 + Penalty 2018.445025 = -48782.820705
  nChanged 4
		SP:Iteration 5Q (40617.250000 sec): 3 clusters
  Score: Raw -50810.498750 + Penalty 2018.445025 = -48792.053725
  nChanged 6
		SP:Iteration 6Q (40617.400000 sec): 3 clusters
  Score: Raw -50822.858920 + Penalty 2018.445025 = -48804.413895
  nChanged 4
		SP:Iteration 7Q (40617.560000 sec): 3 clusters
  Score: Raw -50830.860194 + Penalty 2018.445025 = -48812.415169
  nChanged 5
		SP:Iteration 8Q (40617.750000 sec): 3 clusters
  Score: Raw -50838.491065 + Penalty 2018.445025 = -48820.046040
  nChanged 4
		SP:Iteration 9Q (40617.930000 sec): 3 clusters
  Score: Raw -50844.002159 + Penalty 2018.445025 = -48825.557134
  nChanged 2
		SP:Iteration 10Q (40618.080000 sec): 3 clusters
  Score: Raw -50849.313223 + Penalty 2018.445025 = -48830.868198
  nChanged 2
		SP:Iteration 11Q (40618.300000 sec): 3 clusters
  Score: Raw -50852.027589 + Penalty 2018.445025 = -48833.582564
  nChanged 1
		SP:Iteration 12Q (40618.480000 sec): 3 clusters
  Score: Raw -50855.697506 + Penalty 2018.445025 = -48837.252481
  nChanged 1
		SP:Iteration 13Q (40618.680000 sec): 3 clusters
  Score: Raw -50856.393321 + Penalty 2018.445025 = -48837.948296
  nChanged 1
		SP:Iteration 14Q (40618.950000 sec): 3 clusters
  Score: Raw -50858.212718 + Penalty 2018.445025 = -48839.767692
  nChanged 1
		SP:Iteration 15Q (40619.060000 sec): 3 clusters
  Score: Raw -50858.690991 + Penalty 2018.445025 = -48840.245966
  nChanged 0
		SP:Iteration 16F (40619.300000 sec): 3 clusters
  Score: Raw -50858.690991 + Penalty 2018.445025 = -48840.245966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40619.410000 sec): 2 clusters
  Score: Raw -395714.160188 + Penalty 1354.117365 = -394360.042823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40619.600000 sec): 3 clusters
  Score: Raw -393575.071353 + Penalty 2708.234730 = -390866.836623
  nChanged 1692
		SP:Iteration 1F (40619.810000 sec): 3 clusters
  Score: Raw -394672.623677 + Penalty 2708.234730 = -391964.388946
  nChanged 397
		SP:Iteration 2F (40620.000000 sec): 3 clusters
  Score: Raw -395062.080599 + Penalty 2708.234730 = -392353.845868
  nChanged 362
		SP:Iteration 3F (40620.230000 sec): 3 clusters
  Score: Raw -395496.912121 + Penalty 2708.234730 = -392788.677391
  nChanged 330
		SP:Iteration 4F (40620.410000 sec): 3 clusters
  Score: Raw -395912.311079 + Penalty 2708.234730 = -393204.076348
  nChanged 286
		SP:Iteration 5F (40620.610000 sec): 3 clusters
  Score: Raw -396221.521133 + Penalty 2708.234730 = -393513.286403
  nChanged 229
		SP:Iteration 6F (40620.800000 sec): 3 clusters
  Score: Raw -396449.925758 + Penalty 2708.234730 = -393741.691027
  nChanged 186
		SP:Iteration 7Q (40621.000000 sec): 3 clusters
  Score: Raw -396579.953867 + Penalty 2708.234730 = -393871.719136
  nChanged 126
		SP:Iteration 8Q (40621.200000 sec): 3 clusters
  Score: Raw -396660.464053 + Penalty 2708.234730 = -393952.229323
  nChanged 99
		SP:Iteration 9Q (40621.450000 sec): 3 clusters
  Score: Raw -396716.257929 + Penalty 2708.234730 = -394008.023198
  nChanged 80
		SP:Iteration 10Q (40621.660000 sec): 3 clusters
  Score: Raw -396764.950955 + Penalty 2708.234730 = -394056.716224
  nChanged 69
		SP:Iteration 11Q (40621.820000 sec): 3 clusters
  Score: Raw -396803.550429 + Penalty 2708.234730 = -394095.315699
  nChanged 55
		SP:Iteration 12Q (40622.010000 sec): 3 clusters
  Score: Raw -396831.060851 + Penalty 2708.234730 = -394122.826120
  nChanged 39
		SP:Iteration 13Q (40622.210000 sec): 3 clusters
  Score: Raw -396848.680168 + Penalty 2708.234730 = -394140.445438
  nChanged 27
		SP:Iteration 14Q (40622.450000 sec): 3 clusters
  Score: Raw -396857.609385 + Penalty 2708.234730 = -394149.374655
  nChanged 24
		SP:Iteration 15Q (40622.630000 sec): 3 clusters
  Score: Raw -396869.385995 + Penalty 2708.234730 = -394161.151264
  nChanged 25
		SP:Iteration 16Q (40622.800000 sec): 3 clusters
  Score: Raw -396876.918346 + Penalty 2708.234730 = -394168.683615
  nChanged 15
		SP:Iteration 17Q (40622.980000 sec): 3 clusters
  Score: Raw -396880.772487 + Penalty 2708.234730 = -394172.537757
  nChanged 10
		SP:Iteration 18Q (40623.180000 sec): 3 clusters
  Score: Raw -396882.375856 + Penalty 2708.234730 = -394174.141126
  nChanged 4
		SP:Iteration 19Q (40623.400000 sec): 3 clusters
  Score: Raw -396882.971169 + Penalty 2708.234730 = -394174.736439
  nChanged 3
		SP:Iteration 20F (40623.580000 sec): 3 clusters
  Score: Raw -396883.563590 + Penalty 2708.234730 = -394175.328860
  nChanged 4
		SP:Iteration 21Q (40623.750000 sec): 3 clusters
  Score: Raw -396884.879531 + Penalty 2708.234730 = -394176.644800
  nChanged 5
		SP:Iteration 22Q (40623.990000 sec): 3 clusters
  Score: Raw -396886.337844 + Penalty 2708.234730 = -394178.103114
  nChanged 3
		SP:Iteration 23Q (40624.180000 sec): 3 clusters
  Score: Raw -396887.028552 + Penalty 2708.234730 = -394178.793822
  nChanged 4
		SP:Iteration 24Q (40624.380000 sec): 3 clusters
  Score: Raw -396887.716972 + Penalty 2708.234730 = -394179.482242
  nChanged 2
		SP:Iteration 25Q (40624.600000 sec): 3 clusters
  Score: Raw -396888.447211 + Penalty 2708.234730 = -394180.212481
  nChanged 2
		SP:Iteration 26Q (40624.810000 sec): 3 clusters
  Score: Raw -396888.907235 + Penalty 2708.234730 = -394180.672505
  nChanged 1
		SP:Iteration 27Q (40624.980000 sec): 3 clusters
  Score: Raw -396889.088168 + Penalty 2708.234730 = -394180.853438
  nChanged 1
		SP:Iteration 28Q (40625.180000 sec): 3 clusters
  Score: Raw -396889.222793 + Penalty 2708.234730 = -394180.988063
  nChanged 0
		SP:Iteration 29F (40625.390000 sec): 3 clusters
  Score: Raw -396889.222793 + Penalty 2708.234730 = -394180.988063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40625.530000 sec): 2 clusters
  Score: Raw -23498.113911 + Penalty 903.610765 = -22594.503145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40625.740000 sec): 3 clusters
  Score: Raw -23635.916365 + Penalty 1807.221530 = -21828.694835
  nChanged 44
		SP:Iteration 1F (40625.980000 sec): 3 clusters
  Score: Raw -23736.021999 + Penalty 1807.221530 = -21928.800469
  nChanged 12
		SP:Iteration 2Q (40626.180000 sec): 3 clusters
  Score: Raw -23756.938114 + Penalty 1807.221530 = -21949.716584
  nChanged 4
		SP:Iteration 3Q (40626.380000 sec): 3 clusters
  Score: Raw -23761.175232 + Penalty 1807.221530 = -21953.953702
  nChanged 0
		SP:Iteration 4F (40626.590000 sec): 3 clusters
  Score: Raw -23761.175232 + Penalty 1807.221530 = -21953.953702
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40626.690000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40626.840000 sec): 3 clusters
  Score: Raw -134405.342721 + Penalty 2312.828097 = -132092.514624
  nChanged 373
		SP:Iteration 1F (40627.040000 sec): 3 clusters
  Score: Raw -134695.918201 + Penalty 2312.828097 = -132383.090104
  nChanged 77
		SP:Iteration 2F (40627.180000 sec): 3 clusters
  Score: Raw -134756.916729 + Penalty 2312.828097 = -132444.088632
  nChanged 42
		SP:Iteration 3Q (40627.400000 sec): 3 clusters
  Score: Raw -134787.706450 + Penalty 2312.828097 = -132474.878353
  nChanged 23
		SP:Iteration 4Q (40627.580000 sec): 3 clusters
  Score: Raw -134807.577178 + Penalty 2312.828097 = -132494.749081
  nChanged 23
		SP:Iteration 5Q (40627.750000 sec): 3 clusters
  Score: Raw -134826.033508 + Penalty 2312.828097 = -132513.205412
  nChanged 13
		SP:Iteration 6Q (40627.980000 sec): 3 clusters
  Score: Raw -134833.456554 + Penalty 2312.828097 = -132520.628458
  nChanged 8
		SP:Iteration 7Q (40628.150000 sec): 3 clusters
  Score: Raw -134842.719781 + Penalty 2312.828097 = -132529.891684
  nChanged 8
		SP:Iteration 8Q (40628.390000 sec): 3 clusters
  Score: Raw -134853.897377 + Penalty 2312.828097 = -132541.069280
  nChanged 11
		SP:Iteration 9Q (40628.550000 sec): 3 clusters
  Score: Raw -134863.582568 + Penalty 2312.828097 = -132550.754471
  nChanged 15
		SP:Iteration 10Q (40628.740000 sec): 3 clusters
  Score: Raw -134874.829282 + Penalty 2312.828097 = -132562.001185
  nChanged 12
		SP:Iteration 11Q (40628.970000 sec): 3 clusters
  Score: Raw -134881.055484 + Penalty 2312.828097 = -132568.227388
  nChanged 3
		SP:Iteration 12Q (40629.070000 sec): 3 clusters
  Score: Raw -134882.544577 + Penalty 2312.828097 = -132569.716480
  nChanged 5
		SP:Iteration 13Q (40629.300000 sec): 3 clusters
  Score: Raw -134885.619809 + Penalty 2312.828097 = -132572.791712
  nChanged 6
		SP:Iteration 14Q (40629.480000 sec): 3 clusters
  Score: Raw -134889.763830 + Penalty 2312.828097 = -132576.935733
  nChanged 9
		SP:Iteration 15Q (40629.680000 sec): 3 clusters
  Score: Raw -134899.222204 + Penalty 2312.828097 = -132586.394107
  nChanged 3
		SP:Iteration 16Q (40629.860000 sec): 3 clusters
  Score: Raw -134901.051484 + Penalty 2312.828097 = -132588.223388
  nChanged 6
		SP:Iteration 17Q (40630.060000 sec): 3 clusters
  Score: Raw -134904.921262 + Penalty 2312.828097 = -132592.093165
  nChanged 9
		SP:Iteration 18Q (40630.260000 sec): 3 clusters
  Score: Raw -134912.532912 + Penalty 2312.828097 = -132599.704816
  nChanged 14
		SP:Iteration 19Q (40630.460000 sec): 3 clusters
  Score: Raw -134919.216709 + Penalty 2312.828097 = -132606.388612
  nChanged 10
		SP:Iteration 20F (40630.660000 sec): 3 clusters
  Score: Raw -134927.066007 + Penalty 2312.828097 = -132614.237910
  nChanged 11
		SP:Iteration 21Q (40630.810000 sec): 3 clusters
  Score: Raw -134938.038513 + Penalty 2312.828097 = -132625.210416
  nChanged 20
		SP:Iteration 22Q (40631.020000 sec): 3 clusters
  Score: Raw -134962.926599 + Penalty 2312.828097 = -132650.098502
  nChanged 21
		SP:Iteration 23Q (40631.160000 sec): 3 clusters
  Score: Raw -134985.870197 + Penalty 2312.828097 = -132673.042100
  nChanged 19
		SP:Iteration 24Q (40631.360000 sec): 3 clusters
  Score: Raw -135005.243799 + Penalty 2312.828097 = -132692.415702
  nChanged 24
		SP:Iteration 25Q (40631.560000 sec): 3 clusters
  Score: Raw -135037.898984 + Penalty 2312.828097 = -132725.070887
  nChanged 34
		SP:Iteration 26Q (40631.720000 sec): 3 clusters
  Score: Raw -135080.001289 + Penalty 2312.828097 = -132767.173193
  nChanged 35
		SP:Iteration 27Q (40631.870000 sec): 3 clusters
  Score: Raw -135118.271854 + Penalty 2312.828097 = -132805.443757
  nChanged 30
		SP:Iteration 28Q (40632.100000 sec): 3 clusters
  Score: Raw -135161.214868 + Penalty 2312.828097 = -132848.386772
  nChanged 39
		SP:Iteration 29Q (40632.310000 sec): 3 clusters
  Score: Raw -135223.263978 + Penalty 2312.828097 = -132910.435881
  nChanged 43
		SP:Iteration 30Q (40632.450000 sec): 3 clusters
  Score: Raw -135278.458851 + Penalty 2312.828097 = -132965.630755
  nChanged 32
		SP:Iteration 31Q (40632.640000 sec): 3 clusters
  Score: Raw -135317.084779 + Penalty 2312.828097 = -133004.256682
  nChanged 18
		SP:Iteration 32Q (40632.830000 sec): 3 clusters
  Score: Raw -135337.691704 + Penalty 2312.828097 = -133024.863607
  nChanged 12
		SP:Iteration 33Q (40632.970000 sec): 3 clusters
  Score: Raw -135347.706301 + Penalty 2312.828097 = -133034.878204
  nChanged 3
		SP:Iteration 34Q (40633.200000 sec): 3 clusters
  Score: Raw -135350.523070 + Penalty 2312.828097 = -133037.694973
  nChanged 2
		SP:Iteration 35Q (40633.380000 sec): 3 clusters
  Score: Raw -135352.139526 + Penalty 2312.828097 = -133039.311429
  nChanged 2
		SP:Iteration 36Q (40633.560000 sec): 3 clusters
  Score: Raw -135352.889199 + Penalty 2312.828097 = -133040.061102
  nChanged 0
		SP:Iteration 37F (40633.720000 sec): 3 clusters
  Score: Raw -135352.889199 + Penalty 2312.828097 = -133040.061102
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40633.830000 sec): 2 clusters
  Score: Raw -363908.650293 + Penalty 1342.875321 = -362565.774971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40634.060000 sec): 3 clusters
  Score: Raw -361994.224797 + Penalty 2685.750643 = -359308.474155
  nChanged 1518
		SP:Iteration 1F (40634.210000 sec): 3 clusters
  Score: Raw -362898.304766 + Penalty 2685.750643 = -360212.554123
  nChanged 298
		SP:Iteration 2F (40634.400000 sec): 3 clusters
  Score: Raw -363088.822237 + Penalty 2685.750643 = -360403.071595
  nChanged 210
		SP:Iteration 3F (40634.580000 sec): 3 clusters
  Score: Raw -363220.193044 + Penalty 2685.750643 = -360534.442402
  nChanged 178
		SP:Iteration 4Q (40634.790000 sec): 3 clusters
  Score: Raw -363338.335861 + Penalty 2685.750643 = -360652.585218
  nChanged 150
		SP:Iteration 5Q (40634.960000 sec): 3 clusters
  Score: Raw -363431.302051 + Penalty 2685.750643 = -360745.551408
  nChanged 140
		SP:Iteration 6Q (40635.180000 sec): 3 clusters
  Score: Raw -363509.826988 + Penalty 2685.750643 = -360824.076345
  nChanged 116
		SP:Iteration 7Q (40635.370000 sec): 3 clusters
  Score: Raw -363575.547270 + Penalty 2685.750643 = -360889.796627
  nChanged 106
		SP:Iteration 8Q (40635.560000 sec): 3 clusters
  Score: Raw -363635.506904 + Penalty 2685.750643 = -360949.756262
  nChanged 87
		SP:Iteration 9Q (40635.760000 sec): 3 clusters
  Score: Raw -363679.831183 + Penalty 2685.750643 = -360994.080540
  nChanged 85
		SP:Iteration 10Q (40635.980000 sec): 3 clusters
  Score: Raw -363725.401785 + Penalty 2685.750643 = -361039.651142
  nChanged 76
		SP:Iteration 11Q (40636.200000 sec): 3 clusters
  Score: Raw -363765.048351 + Penalty 2685.750643 = -361079.297708
  nChanged 53
		SP:Iteration 12Q (40636.360000 sec): 3 clusters
  Score: Raw -363792.955170 + Penalty 2685.750643 = -361107.204527
  nChanged 50
		SP:Iteration 13Q (40636.530000 sec): 3 clusters
  Score: Raw -363815.430177 + Penalty 2685.750643 = -361129.679534
  nChanged 39
		SP:Iteration 14Q (40636.720000 sec): 3 clusters
  Score: Raw -363837.873003 + Penalty 2685.750643 = -361152.122361
  nChanged 41
		SP:Iteration 15Q (40636.900000 sec): 3 clusters
  Score: Raw -363854.190506 + Penalty 2685.750643 = -361168.439864
  nChanged 29
		SP:Iteration 16Q (40637.060000 sec): 3 clusters
  Score: Raw -363865.524237 + Penalty 2685.750643 = -361179.773594
  nChanged 29
		SP:Iteration 17Q (40637.280000 sec): 3 clusters
  Score: Raw -363877.953413 + Penalty 2685.750643 = -361192.202770
  nChanged 26
		SP:Iteration 18Q (40637.470000 sec): 3 clusters
  Score: Raw -363889.040407 + Penalty 2685.750643 = -361203.289765
  nChanged 28
		SP:Iteration 19Q (40637.680000 sec): 3 clusters
  Score: Raw -363901.702330 + Penalty 2685.750643 = -361215.951687
  nChanged 32
		SP:Iteration 20F (40637.860000 sec): 3 clusters
  Score: Raw -363916.295102 + Penalty 2685.750643 = -361230.544459
  nChanged 25
		SP:Iteration 21Q (40638.080000 sec): 3 clusters
  Score: Raw -363929.869906 + Penalty 2685.750643 = -361244.119263
  nChanged 32
		SP:Iteration 22Q (40638.290000 sec): 3 clusters
  Score: Raw -363944.055475 + Penalty 2685.750643 = -361258.304832
  nChanged 25
		SP:Iteration 23Q (40638.520000 sec): 3 clusters
  Score: Raw -363953.889788 + Penalty 2685.750643 = -361268.139145
  nChanged 25
		SP:Iteration 24Q (40638.690000 sec): 3 clusters
  Score: Raw -363970.229524 + Penalty 2685.750643 = -361284.478881
  nChanged 24
		SP:Iteration 25Q (40638.880000 sec): 3 clusters
  Score: Raw -363981.368249 + Penalty 2685.750643 = -361295.617607
  nChanged 19
		SP:Iteration 26Q (40639.080000 sec): 3 clusters
  Score: Raw -363987.211501 + Penalty 2685.750643 = -361301.460858
  nChanged 17
		SP:Iteration 27Q (40639.260000 sec): 3 clusters
  Score: Raw -363992.159962 + Penalty 2685.750643 = -361306.409320
  nChanged 9
		SP:Iteration 28Q (40639.450000 sec): 3 clusters
  Score: Raw -363994.296471 + Penalty 2685.750643 = -361308.545828
  nChanged 7
		SP:Iteration 29Q (40639.620000 sec): 3 clusters
  Score: Raw -363996.481583 + Penalty 2685.750643 = -361310.730941
  nChanged 8
		SP:Iteration 30Q (40639.860000 sec): 3 clusters
  Score: Raw -364000.041702 + Penalty 2685.750643 = -361314.291060
  nChanged 17
		SP:Iteration 31Q (40640.060000 sec): 3 clusters
  Score: Raw -364007.717294 + Penalty 2685.750643 = -361321.966651
  nChanged 19
		SP:Iteration 32Q (40640.290000 sec): 3 clusters
  Score: Raw -364016.172892 + Penalty 2685.750643 = -361330.422249
  nChanged 28
		SP:Iteration 33Q (40640.490000 sec): 3 clusters
  Score: Raw -364032.341652 + Penalty 2685.750643 = -361346.591010
  nChanged 27
		SP:Iteration 34Q (40640.680000 sec): 3 clusters
  Score: Raw -364046.018473 + Penalty 2685.750643 = -361360.267831
  nChanged 30
		SP:Iteration 35Q (40640.870000 sec): 3 clusters
  Score: Raw -364063.194651 + Penalty 2685.750643 = -361377.444008
  nChanged 22
		SP:Iteration 36Q (40641.060000 sec): 3 clusters
  Score: Raw -364073.052697 + Penalty 2685.750643 = -361387.302054
  nChanged 19
		SP:Iteration 37Q (40641.280000 sec): 3 clusters
  Score: Raw -364080.786219 + Penalty 2685.750643 = -361395.035576
  nChanged 19
		SP:Iteration 38Q (40641.500000 sec): 3 clusters
  Score: Raw -364087.598724 + Penalty 2685.750643 = -361401.848082
  nChanged 17
		SP:Iteration 39Q (40641.660000 sec): 3 clusters
  Score: Raw -364093.237221 + Penalty 2685.750643 = -361407.486578
  nChanged 12
		SP:Iteration 40F (40641.890000 sec): 3 clusters
  Score: Raw -364099.111295 + Penalty 2685.750643 = -361413.360653
  nChanged 16
		SP:Iteration 41Q (40642.080000 sec): 3 clusters
  Score: Raw -364105.608041 + Penalty 2685.750643 = -361419.857398
  nChanged 15
		SP:Iteration 42Q (40642.320000 sec): 3 clusters
  Score: Raw -364110.864096 + Penalty 2685.750643 = -361425.113453
  nChanged 11
		SP:Iteration 43Q (40642.510000 sec): 3 clusters
  Score: Raw -364115.238205 + Penalty 2685.750643 = -361429.487563
  nChanged 9
		SP:Iteration 44Q (40642.730000 sec): 3 clusters
  Score: Raw -364118.482058 + Penalty 2685.750643 = -361432.731415
  nChanged 11
		SP:Iteration 45Q (40642.940000 sec): 3 clusters
  Score: Raw -364121.047003 + Penalty 2685.750643 = -361435.296361
  nChanged 7
		SP:Iteration 46Q (40643.110000 sec): 3 clusters
  Score: Raw -364123.633362 + Penalty 2685.750643 = -361437.882719
  nChanged 2
		SP:Iteration 47Q (40643.340000 sec): 3 clusters
  Score: Raw -364124.128782 + Penalty 2685.750643 = -361438.378139
  nChanged 1
		SP:Iteration 48Q (40643.550000 sec): 3 clusters
  Score: Raw -364124.611879 + Penalty 2685.750643 = -361438.861237
  nChanged 1
		SP:Iteration 49Q (40643.710000 sec): 3 clusters
  Score: Raw -364125.219629 + Penalty 2685.750643 = -361439.468986
  nChanged 4
		SP:Iteration 50Q (40643.900000 sec): 3 clusters
  Score: Raw -364126.779075 + Penalty 2685.750643 = -361441.028432
  nChanged 5
		SP:Iteration 51Q (40644.100000 sec): 3 clusters
  Score: Raw -364129.244882 + Penalty 2685.750643 = -361443.494240
  nChanged 4
		SP:Iteration 52Q (40644.310000 sec): 3 clusters
  Score: Raw -364131.946668 + Penalty 2685.750643 = -361446.196025
  nChanged 12
		SP:Iteration 53Q (40644.500000 sec): 3 clusters
  Score: Raw -364138.935819 + Penalty 2685.750643 = -361453.185177
  nChanged 10
		SP:Iteration 54Q (40644.680000 sec): 3 clusters
  Score: Raw -364142.568684 + Penalty 2685.750643 = -361456.818042
  nChanged 7
		SP:Iteration 55Q (40644.920000 sec): 3 clusters
  Score: Raw -364146.660775 + Penalty 2685.750643 = -361460.910132
  nChanged 7
		SP:Iteration 56Q (40645.080000 sec): 3 clusters
  Score: Raw -364148.859121 + Penalty 2685.750643 = -361463.108478
  nChanged 4
		SP:Iteration 57Q (40645.350000 sec): 3 clusters
  Score: Raw -364149.870939 + Penalty 2685.750643 = -361464.120296
  nChanged 4
		SP:Iteration 58Q (40645.520000 sec): 3 clusters
  Score: Raw -364150.791437 + Penalty 2685.750643 = -361465.040794
  nChanged 6
		SP:Iteration 59Q (40645.700000 sec): 3 clusters
  Score: Raw -364153.512880 + Penalty 2685.750643 = -361467.762237
  nChanged 5
		SP:Iteration 60F (40645.910000 sec): 3 clusters
  Score: Raw -364155.006015 + Penalty 2685.750643 = -361469.255372
  nChanged 5
		SP:Iteration 61Q (40646.120000 sec): 3 clusters
  Score: Raw -364156.687969 + Penalty 2685.750643 = -361470.937326
  nChanged 2
		SP:Iteration 62Q (40646.280000 sec): 3 clusters
  Score: Raw -364157.384434 + Penalty 2685.750643 = -361471.633791
  nChanged 3
		SP:Iteration 63Q (40646.430000 sec): 3 clusters
  Score: Raw -364158.523913 + Penalty 2685.750643 = -361472.773271
  nChanged 2
		SP:Iteration 64Q (40646.650000 sec): 3 clusters
  Score: Raw -364159.627490 + Penalty 2685.750643 = -361473.876847
  nChanged 4
		SP:Iteration 65Q (40646.840000 sec): 3 clusters
  Score: Raw -364161.557874 + Penalty 2685.750643 = -361475.807231
  nChanged 7
		SP:Iteration 66Q (40646.990000 sec): 3 clusters
  Score: Raw -364165.108404 + Penalty 2685.750643 = -361479.357762
  nChanged 6
		SP:Iteration 67Q (40647.190000 sec): 3 clusters
  Score: Raw -364168.499141 + Penalty 2685.750643 = -361482.748498
  nChanged 10
		SP:Iteration 68Q (40647.360000 sec): 3 clusters
  Score: Raw -364173.077219 + Penalty 2685.750643 = -361487.326576
  nChanged 10
		SP:Iteration 69Q (40647.540000 sec): 3 clusters
  Score: Raw -364177.130177 + Penalty 2685.750643 = -361491.379534
  nChanged 6
		SP:Iteration 70Q (40647.760000 sec): 3 clusters
  Score: Raw -364179.403532 + Penalty 2685.750643 = -361493.652889
  nChanged 4
		SP:Iteration 71Q (40647.920000 sec): 3 clusters
  Score: Raw -364180.691477 + Penalty 2685.750643 = -361494.940834
  nChanged 3
		SP:Iteration 72Q (40648.110000 sec): 3 clusters
  Score: Raw -364181.454289 + Penalty 2685.750643 = -361495.703646
  nChanged 2
		SP:Iteration 73Q (40648.260000 sec): 3 clusters
  Score: Raw -364182.314038 + Penalty 2685.750643 = -361496.563396
  nChanged 2
		SP:Iteration 74Q (40648.450000 sec): 3 clusters
  Score: Raw -364182.790490 + Penalty 2685.750643 = -361497.039848
  nChanged 1
		SP:Iteration 75Q (40648.590000 sec): 3 clusters
  Score: Raw -364183.665756 + Penalty 2685.750643 = -361497.915113
  nChanged 2
		SP:Iteration 76Q (40648.820000 sec): 3 clusters
  Score: Raw -364184.411793 + Penalty 2685.750643 = -361498.661151
  nChanged 1
		SP:Iteration 77Q (40648.950000 sec): 3 clusters
  Score: Raw -364185.025036 + Penalty 2685.750643 = -361499.274393
  nChanged 2
		SP:Iteration 78Q (40649.130000 sec): 3 clusters
  Score: Raw -364186.031495 + Penalty 2685.750643 = -361500.280852
  nChanged 1
		SP:Iteration 79Q (40649.300000 sec): 3 clusters
  Score: Raw -364186.274599 + Penalty 2685.750643 = -361500.523957
  nChanged 2
		SP:Iteration 80F (40649.480000 sec): 3 clusters
  Score: Raw -364187.439556 + Penalty 2685.750643 = -361501.688913
  nChanged 5
		SP:Iteration 81Q (40649.650000 sec): 3 clusters
  Score: Raw -364189.823906 + Penalty 2685.750643 = -361504.073264
  nChanged 4
		SP:Iteration 82Q (40649.870000 sec): 3 clusters
  Score: Raw -364192.207250 + Penalty 2685.750643 = -361506.456607
  nChanged 5
		SP:Iteration 83Q (40650.050000 sec): 3 clusters
  Score: Raw -364194.455123 + Penalty 2685.750643 = -361508.704480
  nChanged 1
		SP:Iteration 84Q (40650.210000 sec): 3 clusters
  Score: Raw -364194.631159 + Penalty 2685.750643 = -361508.880516
  nChanged 1
		SP:Iteration 85Q (40650.430000 sec): 3 clusters
  Score: Raw -364195.006391 + Penalty 2685.750643 = -361509.255749
  nChanged 1
		SP:Iteration 86Q (40650.640000 sec): 3 clusters
  Score: Raw -364195.274036 + Penalty 2685.750643 = -361509.523393
  nChanged 2
		SP:Iteration 87Q (40650.850000 sec): 3 clusters
  Score: Raw -364196.032723 + Penalty 2685.750643 = -361510.282080
  nChanged 0
		SP:Iteration 88F (40651.000000 sec): 3 clusters
  Score: Raw -364196.032723 + Penalty 2685.750643 = -361510.282080
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40651.140000 sec): 2 clusters
  Score: Raw -432947.367625 + Penalty 1354.819142 = -431592.548483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40651.320000 sec): 3 clusters
  Score: Raw -430848.645610 + Penalty 2709.638283 = -428139.007327
  nChanged 1648
		SP:Iteration 1F (40651.530000 sec): 3 clusters
  Score: Raw -431798.329197 + Penalty 2709.638283 = -429088.690914
  nChanged 322
		SP:Iteration 2F (40651.720000 sec): 3 clusters
  Score: Raw -432018.526101 + Penalty 2709.638283 = -429308.887818
  nChanged 242
		SP:Iteration 3F (40651.900000 sec): 3 clusters
  Score: Raw -432166.348099 + Penalty 2709.638283 = -429456.709815
  nChanged 201
		SP:Iteration 4Q (40652.100000 sec): 3 clusters
  Score: Raw -432295.450062 + Penalty 2709.638283 = -429585.811778
  nChanged 175
		SP:Iteration 5Q (40652.300000 sec): 3 clusters
  Score: Raw -432403.355816 + Penalty 2709.638283 = -429693.717533
  nChanged 145
		SP:Iteration 6Q (40652.510000 sec): 3 clusters
  Score: Raw -432498.438153 + Penalty 2709.638283 = -429788.799870
  nChanged 148
		SP:Iteration 7Q (40652.700000 sec): 3 clusters
  Score: Raw -432592.630191 + Penalty 2709.638283 = -429882.991907
  nChanged 128
		SP:Iteration 8Q (40652.970000 sec): 3 clusters
  Score: Raw -432659.662725 + Penalty 2709.638283 = -429950.024441
  nChanged 92
		SP:Iteration 9Q (40653.160000 sec): 3 clusters
  Score: Raw -432705.226580 + Penalty 2709.638283 = -429995.588296
  nChanged 77
		SP:Iteration 10Q (40653.350000 sec): 3 clusters
  Score: Raw -432735.136074 + Penalty 2709.638283 = -430025.497791
  nChanged 56
		SP:Iteration 11Q (40653.570000 sec): 3 clusters
  Score: Raw -432757.091022 + Penalty 2709.638283 = -430047.452738
  nChanged 53
		SP:Iteration 12Q (40653.780000 sec): 3 clusters
  Score: Raw -432781.422143 + Penalty 2709.638283 = -430071.783859
  nChanged 51
		SP:Iteration 13Q (40653.980000 sec): 3 clusters
  Score: Raw -432803.585147 + Penalty 2709.638283 = -430093.946863
  nChanged 60
		SP:Iteration 14Q (40654.180000 sec): 3 clusters
  Score: Raw -432830.232069 + Penalty 2709.638283 = -430120.593785
  nChanged 54
		SP:Iteration 15Q (40654.390000 sec): 3 clusters
  Score: Raw -432858.730613 + Penalty 2709.638283 = -430149.092330
  nChanged 69
		SP:Iteration 16Q (40654.570000 sec): 3 clusters
  Score: Raw -432893.906215 + Penalty 2709.638283 = -430184.267932
  nChanged 86
		SP:Iteration 17Q (40654.770000 sec): 3 clusters
  Score: Raw -432940.964001 + Penalty 2709.638283 = -430231.325718
  nChanged 74
		SP:Iteration 18Q (40654.930000 sec): 3 clusters
  Score: Raw -432971.437274 + Penalty 2709.638283 = -430261.798991
  nChanged 60
		SP:Iteration 19Q (40655.160000 sec): 3 clusters
  Score: Raw -432999.984062 + Penalty 2709.638283 = -430290.345778
  nChanged 70
		SP:Iteration 20F (40655.390000 sec): 3 clusters
  Score: Raw -433034.601134 + Penalty 2709.638283 = -430324.962850
  nChanged 64
		SP:Iteration 21Q (40655.570000 sec): 3 clusters
  Score: Raw -433076.340008 + Penalty 2709.638283 = -430366.701724
  nChanged 69
		SP:Iteration 22Q (40655.790000 sec): 3 clusters
  Score: Raw -433116.582082 + Penalty 2709.638283 = -430406.943798
  nChanged 56
		SP:Iteration 23Q (40655.980000 sec): 3 clusters
  Score: Raw -433143.600162 + Penalty 2709.638283 = -430433.961878
  nChanged 43
		SP:Iteration 24Q (40656.180000 sec): 3 clusters
  Score: Raw -433158.062778 + Penalty 2709.638283 = -430448.424495
  nChanged 38
		SP:Iteration 25Q (40656.400000 sec): 3 clusters
  Score: Raw -433180.387681 + Penalty 2709.638283 = -430470.749398
  nChanged 54
		SP:Iteration 26Q (40656.620000 sec): 3 clusters
  Score: Raw -433215.255771 + Penalty 2709.638283 = -430505.617487
  nChanged 53
		SP:Iteration 27Q (40656.800000 sec): 3 clusters
  Score: Raw -433240.980398 + Penalty 2709.638283 = -430531.342115
  nChanged 59
		SP:Iteration 28Q (40657.000000 sec): 3 clusters
  Score: Raw -433269.408532 + Penalty 2709.638283 = -430559.770248
  nChanged 41
		SP:Iteration 29Q (40657.220000 sec): 3 clusters
  Score: Raw -433283.673968 + Penalty 2709.638283 = -430574.035685
  nChanged 24
		SP:Iteration 30Q (40657.420000 sec): 3 clusters
  Score: Raw -433293.877465 + Penalty 2709.638283 = -430584.239181
  nChanged 19
		SP:Iteration 31Q (40657.650000 sec): 3 clusters
  Score: Raw -433303.887661 + Penalty 2709.638283 = -430594.249378
  nChanged 29
		SP:Iteration 32Q (40657.880000 sec): 3 clusters
  Score: Raw -433312.848114 + Penalty 2709.638283 = -430603.209831
  nChanged 21
		SP:Iteration 33Q (40658.080000 sec): 3 clusters
  Score: Raw -433318.792343 + Penalty 2709.638283 = -430609.154059
  nChanged 16
		SP:Iteration 34Q (40658.240000 sec): 3 clusters
  Score: Raw -433323.297625 + Penalty 2709.638283 = -430613.659342
  nChanged 12
		SP:Iteration 35Q (40658.440000 sec): 3 clusters
  Score: Raw -433326.390592 + Penalty 2709.638283 = -430616.752309
  nChanged 6
		SP:Iteration 36Q (40658.640000 sec): 3 clusters
  Score: Raw -433327.452943 + Penalty 2709.638283 = -430617.814659
  nChanged 6
		SP:Iteration 37Q (40658.830000 sec): 3 clusters
  Score: Raw -433329.126004 + Penalty 2709.638283 = -430619.487720
  nChanged 4
		SP:Iteration 38Q (40659.020000 sec): 3 clusters
  Score: Raw -433330.284943 + Penalty 2709.638283 = -430620.646659
  nChanged 4
		SP:Iteration 39Q (40659.240000 sec): 3 clusters
  Score: Raw -433331.312071 + Penalty 2709.638283 = -430621.673788
  nChanged 4
		SP:Iteration 40F (40659.430000 sec): 3 clusters
  Score: Raw -433332.207185 + Penalty 2709.638283 = -430622.568902
  nChanged 4
		SP:Iteration 41Q (40659.600000 sec): 3 clusters
  Score: Raw -433332.812399 + Penalty 2709.638283 = -430623.174116
  nChanged 4
		SP:Iteration 42Q (40659.800000 sec): 3 clusters
  Score: Raw -433334.232438 + Penalty 2709.638283 = -430624.594155
  nChanged 5
		SP:Iteration 43Q (40660.010000 sec): 3 clusters
  Score: Raw -433335.013593 + Penalty 2709.638283 = -430625.375309
  nChanged 0
		SP:Iteration 44F (40660.170000 sec): 3 clusters
  Score: Raw -433335.013593 + Penalty 2709.638283 = -430625.375309
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (18835 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40660.350000 sec): 2 clusters
  Score: Raw -2087946.335659 + Penalty 1599.564220 = -2086346.771439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40660.640000 sec): 3 clusters
  Score: Raw -2076635.492259 + Penalty 3199.128439 = -2073436.363820
  nChanged 8431
		SP:Iteration 1F (40660.920000 sec): 3 clusters
  Score: Raw -2081334.777208 + Penalty 3199.128439 = -2078135.648769
  nChanged 905
		SP:Iteration 2Q (40661.180000 sec): 3 clusters
  Score: Raw -2081642.092724 + Penalty 3199.128439 = -2078442.964285
  nChanged 813
		SP:Iteration 3Q (40661.460000 sec): 3 clusters
  Score: Raw -2081940.583736 + Penalty 3199.128439 = -2078741.455297
  nChanged 829
		SP:Iteration 4Q (40661.740000 sec): 3 clusters
  Score: Raw -2082275.322777 + Penalty 3199.128439 = -2079076.194337
  nChanged 831
		SP:Iteration 5Q (40662.010000 sec): 3 clusters
  Score: Raw -2082675.425703 + Penalty 3199.128439 = -2079476.297264
  nChanged 950
		SP:Iteration 6F (40662.240000 sec): 3 clusters
  Score: Raw -2083216.201718 + Penalty 3199.128439 = -2080017.073279
  nChanged 1037
		SP:Iteration 7F (40662.500000 sec): 3 clusters
  Score: Raw -2083955.168433 + Penalty 3199.128439 = -2080756.039994
  nChanged 1150
		SP:Iteration 8F (40662.750000 sec): 3 clusters
  Score: Raw -2084950.812049 + Penalty 3199.128439 = -2081751.683610
  nChanged 1054
		SP:Iteration 9F (40663.080000 sec): 3 clusters
  Score: Raw -2085949.242294 + Penalty 3199.128439 = -2082750.113855
  nChanged 816
		SP:Iteration 10Q (40663.350000 sec): 3 clusters
  Score: Raw -2086708.548526 + Penalty 3199.128439 = -2083509.420087
  nChanged 551
		SP:Iteration 11Q (40663.640000 sec): 3 clusters
  Score: Raw -2087216.353950 + Penalty 3199.128439 = -2084017.225511
  nChanged 368
		SP:Iteration 12Q (40663.890000 sec): 3 clusters
  Score: Raw -2087527.450600 + Penalty 3199.128439 = -2084328.322161
  nChanged 240
		SP:Iteration 13Q (40664.180000 sec): 3 clusters
  Score: Raw -2087722.690223 + Penalty 3199.128439 = -2084523.561784
  nChanged 158
		SP:Iteration 14Q (40664.440000 sec): 3 clusters
  Score: Raw -2087835.154559 + Penalty 3199.128439 = -2084636.026120
  nChanged 89
		SP:Iteration 15Q (40664.720000 sec): 3 clusters
  Score: Raw -2087894.473463 + Penalty 3199.128439 = -2084695.345024
  nChanged 73
		SP:Iteration 16Q (40664.960000 sec): 3 clusters
  Score: Raw -2087938.730546 + Penalty 3199.128439 = -2084739.602107
  nChanged 56
		SP:Iteration 17Q (40665.230000 sec): 3 clusters
  Score: Raw -2087972.364719 + Penalty 3199.128439 = -2084773.236280
  nChanged 51
		SP:Iteration 18Q (40665.490000 sec): 3 clusters
  Score: Raw -2088009.045932 + Penalty 3199.128439 = -2084809.917493
  nChanged 39
		SP:Iteration 19Q (40665.730000 sec): 3 clusters
  Score: Raw -2088033.993320 + Penalty 3199.128439 = -2084834.864881
  nChanged 32
		SP:Iteration 20F (40666.020000 sec): 3 clusters
  Score: Raw -2088056.586894 + Penalty 3199.128439 = -2084857.458454
  nChanged 39
		SP:Iteration 21Q (40666.280000 sec): 3 clusters
  Score: Raw -2088080.862286 + Penalty 3199.128439 = -2084881.733847
  nChanged 28
		SP:Iteration 22Q (40666.550000 sec): 3 clusters
  Score: Raw -2088099.378494 + Penalty 3199.128439 = -2084900.250055
  nChanged 31
		SP:Iteration 23Q (40666.750000 sec): 3 clusters
  Score: Raw -2088117.240807 + Penalty 3199.128439 = -2084918.112368
  nChanged 17
		SP:Iteration 24Q (40667.030000 sec): 3 clusters
  Score: Raw -2088128.383824 + Penalty 3199.128439 = -2084929.255385
  nChanged 11
		SP:Iteration 25Q (40667.290000 sec): 3 clusters
  Score: Raw -2088134.717741 + Penalty 3199.128439 = -2084935.589302
  nChanged 13
		SP:Iteration 26Q (40667.610000 sec): 3 clusters
  Score: Raw -2088142.026054 + Penalty 3199.128439 = -2084942.897615
  nChanged 7
		SP:Iteration 27Q (40667.850000 sec): 3 clusters
  Score: Raw -2088146.479412 + Penalty 3199.128439 = -2084947.350973
  nChanged 10
		SP:Iteration 28Q (40668.120000 sec): 3 clusters
  Score: Raw -2088153.007944 + Penalty 3199.128439 = -2084953.879505
  nChanged 12
		SP:Iteration 29Q (40668.380000 sec): 3 clusters
  Score: Raw -2088160.258853 + Penalty 3199.128439 = -2084961.130414
  nChanged 10
		SP:Iteration 30Q (40668.660000 sec): 3 clusters
  Score: Raw -2088167.101965 + Penalty 3199.128439 = -2084967.973526
  nChanged 7
		SP:Iteration 31Q (40668.910000 sec): 3 clusters
  Score: Raw -2088171.353503 + Penalty 3199.128439 = -2084972.225064
  nChanged 5
		SP:Iteration 32Q (40669.120000 sec): 3 clusters
  Score: Raw -2088173.741288 + Penalty 3199.128439 = -2084974.612849
  nChanged 5
		SP:Iteration 33Q (40669.350000 sec): 3 clusters
  Score: Raw -2088176.623894 + Penalty 3199.128439 = -2084977.495455
  nChanged 1
		SP:Iteration 34Q (40669.610000 sec): 3 clusters
  Score: Raw -2088176.967710 + Penalty 3199.128439 = -2084977.839271
  nChanged 2
		SP:Iteration 35Q (40669.850000 sec): 3 clusters
  Score: Raw -2088178.215501 + Penalty 3199.128439 = -2084979.087062
  nChanged 2
		SP:Iteration 36Q (40670.090000 sec): 3 clusters
  Score: Raw -2088178.944444 + Penalty 3199.128439 = -2084979.816005
  nChanged 4
		SP:Iteration 37Q (40670.360000 sec): 3 clusters
  Score: Raw -2088180.705271 + Penalty 3199.128439 = -2084981.576831
  nChanged 4
		SP:Iteration 38Q (40670.670000 sec): 3 clusters
  Score: Raw -2088182.493836 + Penalty 3199.128439 = -2084983.365397
  nChanged 3
		SP:Iteration 39Q (40670.930000 sec): 3 clusters
  Score: Raw -2088184.241338 + Penalty 3199.128439 = -2084985.112899
  nChanged 3
		SP:Iteration 40F (40671.200000 sec): 3 clusters
  Score: Raw -2088185.873802 + Penalty 3199.128439 = -2084986.745363
  nChanged 2
		SP:Iteration 41Q (40671.440000 sec): 3 clusters
  Score: Raw -2088188.073648 + Penalty 3199.128439 = -2084988.945209
  nChanged 4
		SP:Iteration 42Q (40671.660000 sec): 3 clusters
  Score: Raw -2088192.623453 + Penalty 3199.128439 = -2084993.495014
  nChanged 6
		SP:Iteration 43Q (40671.950000 sec): 3 clusters
  Score: Raw -2088197.384482 + Penalty 3199.128439 = -2084998.256043
  nChanged 3
		SP:Iteration 44Q (40672.210000 sec): 3 clusters
  Score: Raw -2088199.272781 + Penalty 3199.128439 = -2085000.144342
  nChanged 1
		SP:Iteration 45Q (40672.520000 sec): 3 clusters
  Score: Raw -2088199.943302 + Penalty 3199.128439 = -2085000.814863
  nChanged 2
		SP:Iteration 46Q (40672.790000 sec): 3 clusters
  Score: Raw -2088201.001817 + Penalty 3199.128439 = -2085001.873378
  nChanged 2
		SP:Iteration 47Q (40673.090000 sec): 3 clusters
  Score: Raw -2088201.720728 + Penalty 3199.128439 = -2085002.592289
  nChanged 2
		SP:Iteration 48Q (40673.340000 sec): 3 clusters
  Score: Raw -2088202.640246 + Penalty 3199.128439 = -2085003.511807
  nChanged 2
		SP:Iteration 49Q (40673.580000 sec): 3 clusters
  Score: Raw -2088203.890004 + Penalty 3199.128439 = -2085004.761565
  nChanged 2
		SP:Iteration 50Q (40673.850000 sec): 3 clusters
  Score: Raw -2088205.186547 + Penalty 3199.128439 = -2085006.058108
  nChanged 1
		SP:Iteration 51Q (40674.090000 sec): 3 clusters
  Score: Raw -2088205.744472 + Penalty 3199.128439 = -2085006.616033
  nChanged 1
		SP:Iteration 52Q (40674.380000 sec): 3 clusters
  Score: Raw -2088206.635166 + Penalty 3199.128439 = -2085007.506727
  nChanged 1
		SP:Iteration 53Q (40674.630000 sec): 3 clusters
  Score: Raw -2088207.394638 + Penalty 3199.128439 = -2085008.266199
  nChanged 2
		SP:Iteration 54Q (40674.870000 sec): 3 clusters
  Score: Raw -2088208.486232 + Penalty 3199.128439 = -2085009.357793
  nChanged 0
		SP:Iteration 55F (40675.120000 sec): 3 clusters
  Score: Raw -2088208.486232 + Penalty 3199.128439 = -2085009.357793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40675.240000 sec): 2 clusters
  Score: Raw -657387.685398 + Penalty 1414.912228 = -655972.773169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40675.520000 sec): 3 clusters
  Score: Raw -654128.101498 + Penalty 2829.824457 = -651298.277041
  nChanged 2492
		SP:Iteration 1F (40675.680000 sec): 3 clusters
  Score: Raw -655501.469001 + Penalty 2829.824457 = -652671.644544
  nChanged 411
		SP:Iteration 2F (40675.890000 sec): 3 clusters
  Score: Raw -655710.926450 + Penalty 2829.824457 = -652881.101993
  nChanged 308
		SP:Iteration 3F (40676.080000 sec): 3 clusters
  Score: Raw -655864.478207 + Penalty 2829.824457 = -653034.653750
  nChanged 283
		SP:Iteration 4Q (40676.240000 sec): 3 clusters
  Score: Raw -656014.567267 + Penalty 2829.824457 = -653184.742810
  nChanged 272
		SP:Iteration 5Q (40676.450000 sec): 3 clusters
  Score: Raw -656160.247232 + Penalty 2829.824457 = -653330.422775
  nChanged 242
		SP:Iteration 6Q (40676.620000 sec): 3 clusters
  Score: Raw -656300.521373 + Penalty 2829.824457 = -653470.696916
  nChanged 230
		SP:Iteration 7Q (40676.870000 sec): 3 clusters
  Score: Raw -656430.851176 + Penalty 2829.824457 = -653601.026719
  nChanged 239
		SP:Iteration 8Q (40677.030000 sec): 3 clusters
  Score: Raw -656580.866388 + Penalty 2829.824457 = -653751.041931
  nChanged 238
		SP:Iteration 9Q (40677.260000 sec): 3 clusters
  Score: Raw -656717.923592 + Penalty 2829.824457 = -653888.099135
  nChanged 213
		SP:Iteration 10Q (40677.470000 sec): 3 clusters
  Score: Raw -656840.370413 + Penalty 2829.824457 = -654010.545956
  nChanged 203
		SP:Iteration 11Q (40677.670000 sec): 3 clusters
  Score: Raw -656968.892700 + Penalty 2829.824457 = -654139.068243
  nChanged 203
		SP:Iteration 12Q (40677.830000 sec): 3 clusters
  Score: Raw -657093.915837 + Penalty 2829.824457 = -654264.091380
  nChanged 182
		SP:Iteration 13Q (40678.040000 sec): 3 clusters
  Score: Raw -657201.242371 + Penalty 2829.824457 = -654371.417914
  nChanged 138
		SP:Iteration 14Q (40678.270000 sec): 3 clusters
  Score: Raw -657277.541992 + Penalty 2829.824457 = -654447.717535
  nChanged 117
		SP:Iteration 15Q (40678.470000 sec): 3 clusters
  Score: Raw -657336.384470 + Penalty 2829.824457 = -654506.560013
  nChanged 80
		SP:Iteration 16Q (40678.700000 sec): 3 clusters
  Score: Raw -657372.798256 + Penalty 2829.824457 = -654542.973799
  nChanged 58
		SP:Iteration 17Q (40678.870000 sec): 3 clusters
  Score: Raw -657400.403501 + Penalty 2829.824457 = -654570.579044
  nChanged 50
		SP:Iteration 18Q (40679.070000 sec): 3 clusters
  Score: Raw -657419.855093 + Penalty 2829.824457 = -654590.030636
  nChanged 46
		SP:Iteration 19Q (40679.270000 sec): 3 clusters
  Score: Raw -657441.529736 + Penalty 2829.824457 = -654611.705279
  nChanged 53
		SP:Iteration 20F (40679.470000 sec): 3 clusters
  Score: Raw -657466.303062 + Penalty 2829.824457 = -654636.478605
  nChanged 42
		SP:Iteration 21Q (40679.680000 sec): 3 clusters
  Score: Raw -657483.047343 + Penalty 2829.824457 = -654653.222886
  nChanged 38
		SP:Iteration 22Q (40679.870000 sec): 3 clusters
  Score: Raw -657501.555335 + Penalty 2829.824457 = -654671.730878
  nChanged 45
		SP:Iteration 23Q (40680.060000 sec): 3 clusters
  Score: Raw -657521.701995 + Penalty 2829.824457 = -654691.877538
  nChanged 41
		SP:Iteration 24Q (40680.240000 sec): 3 clusters
  Score: Raw -657544.978125 + Penalty 2829.824457 = -654715.153668
  nChanged 38
		SP:Iteration 25Q (40680.470000 sec): 3 clusters
  Score: Raw -657562.210951 + Penalty 2829.824457 = -654732.386494
  nChanged 32
		SP:Iteration 26Q (40680.700000 sec): 3 clusters
  Score: Raw -657574.261384 + Penalty 2829.824457 = -654744.436927
  nChanged 22
		SP:Iteration 27Q (40680.870000 sec): 3 clusters
  Score: Raw -657582.257117 + Penalty 2829.824457 = -654752.432660
  nChanged 14
		SP:Iteration 28Q (40681.070000 sec): 3 clusters
  Score: Raw -657587.031039 + Penalty 2829.824457 = -654757.206582
  nChanged 14
		SP:Iteration 29Q (40681.290000 sec): 3 clusters
  Score: Raw -657592.289121 + Penalty 2829.824457 = -654762.464664
  nChanged 10
		SP:Iteration 30Q (40681.500000 sec): 3 clusters
  Score: Raw -657597.357576 + Penalty 2829.824457 = -654767.533119
  nChanged 13
		SP:Iteration 31Q (40681.710000 sec): 3 clusters
  Score: Raw -657603.568771 + Penalty 2829.824457 = -654773.744314
  nChanged 13
		SP:Iteration 32Q (40681.940000 sec): 3 clusters
  Score: Raw -657610.093617 + Penalty 2829.824457 = -654780.269160
  nChanged 13
		SP:Iteration 33Q (40682.130000 sec): 3 clusters
  Score: Raw -657616.067524 + Penalty 2829.824457 = -654786.243067
  nChanged 13
		SP:Iteration 34Q (40682.370000 sec): 3 clusters
  Score: Raw -657622.225888 + Penalty 2829.824457 = -654792.401431
  nChanged 10
		SP:Iteration 35Q (40682.550000 sec): 3 clusters
  Score: Raw -657626.172897 + Penalty 2829.824457 = -654796.348440
  nChanged 10
		SP:Iteration 36Q (40682.780000 sec): 3 clusters
  Score: Raw -657630.891761 + Penalty 2829.824457 = -654801.067304
  nChanged 9
		SP:Iteration 37Q (40682.980000 sec): 3 clusters
  Score: Raw -657633.959256 + Penalty 2829.824457 = -654804.134799
  nChanged 8
		SP:Iteration 38Q (40683.210000 sec): 3 clusters
  Score: Raw -657637.340303 + Penalty 2829.824457 = -654807.515846
  nChanged 10
		SP:Iteration 39Q (40683.400000 sec): 3 clusters
  Score: Raw -657641.505006 + Penalty 2829.824457 = -654811.680549
  nChanged 6
		SP:Iteration 40F (40683.620000 sec): 3 clusters
  Score: Raw -657643.511345 + Penalty 2829.824457 = -654813.686888
  nChanged 6
		SP:Iteration 41Q (40683.820000 sec): 3 clusters
  Score: Raw -657645.960107 + Penalty 2829.824457 = -654816.135650
  nChanged 5
		SP:Iteration 42Q (40684.080000 sec): 3 clusters
  Score: Raw -657647.912444 + Penalty 2829.824457 = -654818.087987
  nChanged 5
		SP:Iteration 43Q (40684.240000 sec): 3 clusters
  Score: Raw -657650.032539 + Penalty 2829.824457 = -654820.208082
  nChanged 4
		SP:Iteration 44Q (40684.420000 sec): 3 clusters
  Score: Raw -657651.350955 + Penalty 2829.824457 = -654821.526498
  nChanged 2
		SP:Iteration 45Q (40684.640000 sec): 3 clusters
  Score: Raw -657652.139819 + Penalty 2829.824457 = -654822.315362
  nChanged 0
		SP:Iteration 46F (40684.820000 sec): 3 clusters
  Score: Raw -657652.139819 + Penalty 2829.824457 = -654822.315362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40684.950000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40685.160000 sec): 3 clusters
  Score: Raw -53002.016573 + Penalty 2034.984797 = -50967.031776
  nChanged 132
		SP:Iteration 1F (40685.310000 sec): 3 clusters
  Score: Raw -53160.610152 + Penalty 2034.984797 = -51125.625355
  nChanged 36
		SP:Iteration 2F (40685.500000 sec): 3 clusters
  Score: Raw -53219.848343 + Penalty 2034.984797 = -51184.863546
  nChanged 15
		SP:Iteration 3Q (40685.680000 sec): 3 clusters
  Score: Raw -53246.024153 + Penalty 2034.984797 = -51211.039356
  nChanged 8
		SP:Iteration 4Q (40685.880000 sec): 3 clusters
  Score: Raw -53260.990489 + Penalty 2034.984797 = -51226.005691
  nChanged 5
		SP:Iteration 5Q (40686.050000 sec): 3 clusters
  Score: Raw -53265.740502 + Penalty 2034.984797 = -51230.755705
  nChanged 1
		SP:Iteration 6Q (40686.200000 sec): 3 clusters
  Score: Raw -53266.166690 + Penalty 2034.984797 = -51231.181893
  nChanged 1
		SP:Iteration 7Q (40686.420000 sec): 3 clusters
  Score: Raw -53266.731455 + Penalty 2034.984797 = -51231.746657
  nChanged 0
		SP:Iteration 8F (40686.560000 sec): 3 clusters
  Score: Raw -53266.731455 + Penalty 2034.984797 = -51231.746657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40686.680000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40686.880000 sec): 3 clusters
  Score: Raw -50586.619562 + Penalty 2009.848390 = -48576.771173
  nChanged 104
		SP:Iteration 1F (40687.040000 sec): 3 clusters
  Score: Raw -50735.860598 + Penalty 2009.848390 = -48726.012208
  nChanged 29
		SP:Iteration 2F (40687.210000 sec): 3 clusters
  Score: Raw -50789.959022 + Penalty 2009.848390 = -48780.110633
  nChanged 13
		SP:Iteration 3Q (40687.410000 sec): 3 clusters
  Score: Raw -50808.569259 + Penalty 2009.848390 = -48798.720870
  nChanged 5
		SP:Iteration 4Q (40687.570000 sec): 3 clusters
  Score: Raw -50819.644495 + Penalty 2009.848390 = -48809.796105
  nChanged 8
		SP:Iteration 5Q (40687.780000 sec): 3 clusters
  Score: Raw -50834.739364 + Penalty 2009.848390 = -48824.890974
  nChanged 5
		SP:Iteration 6Q (40687.960000 sec): 3 clusters
  Score: Raw -50848.940727 + Penalty 2009.848390 = -48839.092337
  nChanged 2
		SP:Iteration 7Q (40688.150000 sec): 3 clusters
  Score: Raw -50850.678895 + Penalty 2009.848390 = -48840.830506
  nChanged 0
		SP:Iteration 8F (40688.390000 sec): 3 clusters
  Score: Raw -50850.678895 + Penalty 2009.848390 = -48840.830506
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40688.500000 sec): 2 clusters
  Score: Raw -835371.247880 + Penalty 1458.087201 = -833913.160679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40688.760000 sec): 3 clusters
  Score: Raw -831037.103632 + Penalty 2916.174402 = -828120.929230
  nChanged 3359
		SP:Iteration 1F (40688.990000 sec): 3 clusters
  Score: Raw -832914.231150 + Penalty 2916.174402 = -829998.056748
  nChanged 594
		SP:Iteration 2F (40689.180000 sec): 3 clusters
  Score: Raw -833353.826606 + Penalty 2916.174402 = -830437.652204
  nChanged 580
		SP:Iteration 3F (40689.430000 sec): 3 clusters
  Score: Raw -833800.486776 + Penalty 2916.174402 = -830884.312374
  nChanged 580
		SP:Iteration 4F (40689.620000 sec): 3 clusters
  Score: Raw -834235.500659 + Penalty 2916.174402 = -831319.326256
  nChanged 509
		SP:Iteration 5F (40689.870000 sec): 3 clusters
  Score: Raw -834575.223556 + Penalty 2916.174402 = -831659.049154
  nChanged 421
		SP:Iteration 6F (40690.160000 sec): 3 clusters
  Score: Raw -834840.033856 + Penalty 2916.174402 = -831923.859454
  nChanged 320
		SP:Iteration 7Q (40690.380000 sec): 3 clusters
  Score: Raw -834992.996259 + Penalty 2916.174402 = -832076.821857
  nChanged 229
		SP:Iteration 8Q (40690.660000 sec): 3 clusters
  Score: Raw -835085.903634 + Penalty 2916.174402 = -832169.729232
  nChanged 147
		SP:Iteration 9Q (40690.870000 sec): 3 clusters
  Score: Raw -835139.003258 + Penalty 2916.174402 = -832222.828856
  nChanged 108
		SP:Iteration 10Q (40691.060000 sec): 3 clusters
  Score: Raw -835170.691041 + Penalty 2916.174402 = -832254.516639
  nChanged 86
		SP:Iteration 11Q (40691.300000 sec): 3 clusters
  Score: Raw -835192.215038 + Penalty 2916.174402 = -832276.040636
  nChanged 60
		SP:Iteration 12Q (40691.480000 sec): 3 clusters
  Score: Raw -835206.950642 + Penalty 2916.174402 = -832290.776240
  nChanged 48
		SP:Iteration 13Q (40691.730000 sec): 3 clusters
  Score: Raw -835216.658660 + Penalty 2916.174402 = -832300.484258
  nChanged 37
		SP:Iteration 14Q (40691.930000 sec): 3 clusters
  Score: Raw -835225.339636 + Penalty 2916.174402 = -832309.165233
  nChanged 31
		SP:Iteration 15Q (40692.130000 sec): 3 clusters
  Score: Raw -835230.601508 + Penalty 2916.174402 = -832314.427106
  nChanged 25
		SP:Iteration 16Q (40692.370000 sec): 3 clusters
  Score: Raw -835234.709102 + Penalty 2916.174402 = -832318.534699
  nChanged 15
		SP:Iteration 17Q (40692.560000 sec): 3 clusters
  Score: Raw -835236.903775 + Penalty 2916.174402 = -832320.729373
  nChanged 13
		SP:Iteration 18Q (40692.760000 sec): 3 clusters
  Score: Raw -835239.059681 + Penalty 2916.174402 = -832322.885279
  nChanged 14
		SP:Iteration 19Q (40692.950000 sec): 3 clusters
  Score: Raw -835241.109838 + Penalty 2916.174402 = -832324.935436
  nChanged 5
		SP:Iteration 20F (40693.150000 sec): 3 clusters
  Score: Raw -835241.671042 + Penalty 2916.174402 = -832325.496640
  nChanged 9
		SP:Iteration 21Q (40693.380000 sec): 3 clusters
  Score: Raw -835242.930002 + Penalty 2916.174402 = -832326.755600
  nChanged 8
		SP:Iteration 22Q (40693.580000 sec): 3 clusters
  Score: Raw -835244.055873 + Penalty 2916.174402 = -832327.881471
  nChanged 6
		SP:Iteration 23Q (40693.810000 sec): 3 clusters
  Score: Raw -835244.521259 + Penalty 2916.174402 = -832328.346857
  nChanged 3
		SP:Iteration 24Q (40694.020000 sec): 3 clusters
  Score: Raw -835244.798219 + Penalty 2916.174402 = -832328.623816
  nChanged 1
		SP:Iteration 25Q (40694.230000 sec): 3 clusters
  Score: Raw -835244.946702 + Penalty 2916.174402 = -832328.772300
  nChanged 3
		SP:Iteration 26Q (40694.450000 sec): 3 clusters
  Score: Raw -835245.305212 + Penalty 2916.174402 = -832329.130810
  nChanged 4
		SP:Iteration 27Q (40694.660000 sec): 3 clusters
  Score: Raw -835245.656629 + Penalty 2916.174402 = -832329.482226
  nChanged 6
		SP:Iteration 28Q (40694.890000 sec): 3 clusters
  Score: Raw -835246.729537 + Penalty 2916.174402 = -832330.555135
  nChanged 7
		SP:Iteration 29Q (40695.110000 sec): 3 clusters
  Score: Raw -835247.681066 + Penalty 2916.174402 = -832331.506663
  nChanged 6
		SP:Iteration 30Q (40695.350000 sec): 3 clusters
  Score: Raw -835248.317319 + Penalty 2916.174402 = -832332.142916
  nChanged 2
		SP:Iteration 31Q (40695.570000 sec): 3 clusters
  Score: Raw -835248.651076 + Penalty 2916.174402 = -832332.476674
  nChanged 6
		SP:Iteration 32Q (40695.780000 sec): 3 clusters
  Score: Raw -835249.616542 + Penalty 2916.174402 = -832333.442140
  nChanged 5
		SP:Iteration 33Q (40696.020000 sec): 3 clusters
  Score: Raw -835250.213830 + Penalty 2916.174402 = -832334.039428
  nChanged 5
		SP:Iteration 34Q (40696.190000 sec): 3 clusters
  Score: Raw -835250.942864 + Penalty 2916.174402 = -832334.768462
  nChanged 3
		SP:Iteration 35Q (40696.390000 sec): 3 clusters
  Score: Raw -835251.376967 + Penalty 2916.174402 = -832335.202565
  nChanged 6
		SP:Iteration 36Q (40696.570000 sec): 3 clusters
  Score: Raw -835252.154738 + Penalty 2916.174402 = -832335.980336
  nChanged 3
		SP:Iteration 37Q (40696.820000 sec): 3 clusters
  Score: Raw -835252.633693 + Penalty 2916.174402 = -832336.459291
  nChanged 3
		SP:Iteration 38Q (40697.050000 sec): 3 clusters
  Score: Raw -835252.912169 + Penalty 2916.174402 = -832336.737767
  nChanged 2
		SP:Iteration 39Q (40697.250000 sec): 3 clusters
  Score: Raw -835253.380258 + Penalty 2916.174402 = -832337.205856
  nChanged 6
		SP:Iteration 40F (40697.430000 sec): 3 clusters
  Score: Raw -835254.228070 + Penalty 2916.174402 = -832338.053668
  nChanged 3
		SP:Iteration 41Q (40697.680000 sec): 3 clusters
  Score: Raw -835254.748566 + Penalty 2916.174402 = -832338.574163
  nChanged 3
		SP:Iteration 42Q (40697.870000 sec): 3 clusters
  Score: Raw -835255.178421 + Penalty 2916.174402 = -832339.004019
  nChanged 4
		SP:Iteration 43Q (40698.110000 sec): 3 clusters
  Score: Raw -835255.488274 + Penalty 2916.174402 = -832339.313872
  nChanged 3
		SP:Iteration 44Q (40698.350000 sec): 3 clusters
  Score: Raw -835255.828155 + Penalty 2916.174402 = -832339.653752
  nChanged 3
		SP:Iteration 45Q (40698.540000 sec): 3 clusters
  Score: Raw -835256.498030 + Penalty 2916.174402 = -832340.323628
  nChanged 4
		SP:Iteration 46Q (40698.770000 sec): 3 clusters
  Score: Raw -835257.024397 + Penalty 2916.174402 = -832340.849995
  nChanged 2
		SP:Iteration 47Q (40699.010000 sec): 3 clusters
  Score: Raw -835257.383058 + Penalty 2916.174402 = -832341.208656
  nChanged 2
		SP:Iteration 48Q (40699.260000 sec): 3 clusters
  Score: Raw -835257.734137 + Penalty 2916.174402 = -832341.559735
  nChanged 2
		SP:Iteration 49Q (40699.470000 sec): 3 clusters
  Score: Raw -835258.055794 + Penalty 2916.174402 = -832341.881391
  nChanged 1
		SP:Iteration 50Q (40699.710000 sec): 3 clusters
  Score: Raw -835258.274887 + Penalty 2916.174402 = -832342.100485
  nChanged 2
		SP:Iteration 51Q (40699.890000 sec): 3 clusters
  Score: Raw -835258.444609 + Penalty 2916.174402 = -832342.270207
  nChanged 2
		SP:Iteration 52Q (40700.110000 sec): 3 clusters
  Score: Raw -835258.784985 + Penalty 2916.174402 = -832342.610582
  nChanged 4
		SP:Iteration 53Q (40700.340000 sec): 3 clusters
  Score: Raw -835259.197893 + Penalty 2916.174402 = -832343.023490
  nChanged 2
		SP:Iteration 54Q (40700.540000 sec): 3 clusters
  Score: Raw -835259.556300 + Penalty 2916.174402 = -832343.381898
  nChanged 3
		SP:Iteration 55Q (40700.760000 sec): 3 clusters
  Score: Raw -835260.194556 + Penalty 2916.174402 = -832344.020154
  nChanged 2
		SP:Iteration 56Q (40701.010000 sec): 3 clusters
  Score: Raw -835260.492322 + Penalty 2916.174402 = -832344.317920
  nChanged 2
		SP:Iteration 57Q (40701.240000 sec): 3 clusters
  Score: Raw -835260.644043 + Penalty 2916.174402 = -832344.469641
  nChanged 2
		SP:Iteration 58Q (40701.480000 sec): 3 clusters
  Score: Raw -835260.752558 + Penalty 2916.174402 = -832344.578156
  nChanged 1
		SP:Iteration 59Q (40701.730000 sec): 3 clusters
  Score: Raw -835260.873492 + Penalty 2916.174402 = -832344.699090
  nChanged 3
		SP:Iteration 60F (40701.990000 sec): 3 clusters
  Score: Raw -835261.247694 + Penalty 2916.174402 = -832345.073292
  nChanged 2
		SP:Iteration 61Q (40702.190000 sec): 3 clusters
  Score: Raw -835261.683683 + Penalty 2916.174402 = -832345.509281
  nChanged 1
		SP:Iteration 62Q (40702.430000 sec): 3 clusters
  Score: Raw -835261.804662 + Penalty 2916.174402 = -832345.630260
  nChanged 2
		SP:Iteration 63Q (40702.640000 sec): 3 clusters
  Score: Raw -835261.949250 + Penalty 2916.174402 = -832345.774848
  nChanged 1
		SP:Iteration 64Q (40702.850000 sec): 3 clusters
  Score: Raw -835262.059385 + Penalty 2916.174402 = -832345.884982
  nChanged 1
		SP:Iteration 65Q (40703.040000 sec): 3 clusters
  Score: Raw -835262.137463 + Penalty 2916.174402 = -832345.963061
  nChanged 0
		SP:Iteration 66F (40703.270000 sec): 3 clusters
  Score: Raw -835262.137463 + Penalty 2916.174402 = -832345.963061
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40703.410000 sec): 2 clusters
  Score: Raw -880323.589157 + Penalty 1469.715625 = -878853.873533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40703.610000 sec): 3 clusters
  Score: Raw -875598.028982 + Penalty 2939.431249 = -872658.597732
  nChanged 3641
		SP:Iteration 1F (40703.800000 sec): 3 clusters
  Score: Raw -877573.544618 + Penalty 2939.431249 = -874634.113368
  nChanged 579
		SP:Iteration 2F (40704.040000 sec): 3 clusters
  Score: Raw -877910.186382 + Penalty 2939.431249 = -874970.755133
  nChanged 529
		SP:Iteration 3F (40704.240000 sec): 3 clusters
  Score: Raw -878263.932828 + Penalty 2939.431249 = -875324.501579
  nChanged 519
		SP:Iteration 4F (40704.490000 sec): 3 clusters
  Score: Raw -878608.173667 + Penalty 2939.431249 = -875668.742417
  nChanged 506
		SP:Iteration 5F (40704.670000 sec): 3 clusters
  Score: Raw -878906.982640 + Penalty 2939.431249 = -875967.551390
  nChanged 439
		SP:Iteration 6F (40704.880000 sec): 3 clusters
  Score: Raw -879165.667478 + Penalty 2939.431249 = -876226.236228
  nChanged 409
		SP:Iteration 7Q (40705.110000 sec): 3 clusters
  Score: Raw -879391.315125 + Penalty 2939.431249 = -876451.883875
  nChanged 380
		SP:Iteration 8Q (40705.290000 sec): 3 clusters
  Score: Raw -879602.627438 + Penalty 2939.431249 = -876663.196188
  nChanged 303
		SP:Iteration 9Q (40705.540000 sec): 3 clusters
  Score: Raw -879773.711858 + Penalty 2939.431249 = -876834.280609
  nChanged 279
		SP:Iteration 10Q (40705.780000 sec): 3 clusters
  Score: Raw -879931.144235 + Penalty 2939.431249 = -876991.712986
  nChanged 228
		SP:Iteration 11Q (40705.990000 sec): 3 clusters
  Score: Raw -880060.692582 + Penalty 2939.431249 = -877121.261332
  nChanged 208
		SP:Iteration 12Q (40706.190000 sec): 3 clusters
  Score: Raw -880178.338609 + Penalty 2939.431249 = -877238.907360
  nChanged 169
		SP:Iteration 13Q (40706.440000 sec): 3 clusters
  Score: Raw -880269.048055 + Penalty 2939.431249 = -877329.616805
  nChanged 134
		SP:Iteration 14Q (40706.660000 sec): 3 clusters
  Score: Raw -880340.875977 + Penalty 2939.431249 = -877401.444728
  nChanged 122
		SP:Iteration 15Q (40706.870000 sec): 3 clusters
  Score: Raw -880415.776706 + Penalty 2939.431249 = -877476.345457
  nChanged 119
		SP:Iteration 16Q (40707.150000 sec): 3 clusters
  Score: Raw -880490.868269 + Penalty 2939.431249 = -877551.437020
  nChanged 94
		SP:Iteration 17Q (40707.350000 sec): 3 clusters
  Score: Raw -880543.798863 + Penalty 2939.431249 = -877604.367614
  nChanged 82
		SP:Iteration 18Q (40707.590000 sec): 3 clusters
  Score: Raw -880590.211073 + Penalty 2939.431249 = -877650.779824
  nChanged 63
		SP:Iteration 19Q (40707.840000 sec): 3 clusters
  Score: Raw -880631.053516 + Penalty 2939.431249 = -877691.622266
  nChanged 62
		SP:Iteration 20F (40708.010000 sec): 3 clusters
  Score: Raw -880673.157402 + Penalty 2939.431249 = -877733.726153
  nChanged 44
		SP:Iteration 21Q (40708.200000 sec): 3 clusters
  Score: Raw -880702.828753 + Penalty 2939.431249 = -877763.397503
  nChanged 31
		SP:Iteration 22Q (40708.450000 sec): 3 clusters
  Score: Raw -880729.896472 + Penalty 2939.431249 = -877790.465222
  nChanged 42
		SP:Iteration 23Q (40708.650000 sec): 3 clusters
  Score: Raw -880766.517413 + Penalty 2939.431249 = -877827.086163
  nChanged 36
		SP:Iteration 24Q (40708.890000 sec): 3 clusters
  Score: Raw -880796.241485 + Penalty 2939.431249 = -877856.810235
  nChanged 31
		SP:Iteration 25Q (40709.080000 sec): 3 clusters
  Score: Raw -880818.971071 + Penalty 2939.431249 = -877879.539822
  nChanged 21
		SP:Iteration 26Q (40709.280000 sec): 3 clusters
  Score: Raw -880839.321053 + Penalty 2939.431249 = -877899.889803
  nChanged 21
		SP:Iteration 27Q (40709.510000 sec): 3 clusters
  Score: Raw -880855.161798 + Penalty 2939.431249 = -877915.730549
  nChanged 19
		SP:Iteration 28Q (40709.750000 sec): 3 clusters
  Score: Raw -880870.641294 + Penalty 2939.431249 = -877931.210045
  nChanged 24
		SP:Iteration 29Q (40709.950000 sec): 3 clusters
  Score: Raw -880888.059567 + Penalty 2939.431249 = -877948.628317
  nChanged 20
		SP:Iteration 30Q (40710.170000 sec): 3 clusters
  Score: Raw -880904.097876 + Penalty 2939.431249 = -877964.666626
  nChanged 12
		SP:Iteration 31Q (40710.360000 sec): 3 clusters
  Score: Raw -880910.782247 + Penalty 2939.431249 = -877971.350997
  nChanged 11
		SP:Iteration 32Q (40710.600000 sec): 3 clusters
  Score: Raw -880921.670242 + Penalty 2939.431249 = -877982.238993
  nChanged 14
		SP:Iteration 33Q (40710.780000 sec): 3 clusters
  Score: Raw -880932.182570 + Penalty 2939.431249 = -877992.751320
  nChanged 12
		SP:Iteration 34Q (40710.980000 sec): 3 clusters
  Score: Raw -880941.133613 + Penalty 2939.431249 = -878001.702363
  nChanged 7
		SP:Iteration 35Q (40711.200000 sec): 3 clusters
  Score: Raw -880945.453102 + Penalty 2939.431249 = -878006.021853
  nChanged 7
		SP:Iteration 36Q (40711.430000 sec): 3 clusters
  Score: Raw -880951.473158 + Penalty 2939.431249 = -878012.041908
  nChanged 6
		SP:Iteration 37Q (40711.610000 sec): 3 clusters
  Score: Raw -880957.813810 + Penalty 2939.431249 = -878018.382561
  nChanged 4
		SP:Iteration 38Q (40711.820000 sec): 3 clusters
  Score: Raw -880960.986663 + Penalty 2939.431249 = -878021.555413
  nChanged 8
		SP:Iteration 39Q (40712.080000 sec): 3 clusters
  Score: Raw -880964.979086 + Penalty 2939.431249 = -878025.547837
  nChanged 2
		SP:Iteration 40F (40712.280000 sec): 3 clusters
  Score: Raw -880966.727160 + Penalty 2939.431249 = -878027.295910
  nChanged 6
		SP:Iteration 41Q (40712.510000 sec): 3 clusters
  Score: Raw -880971.485116 + Penalty 2939.431249 = -878032.053866
  nChanged 8
		SP:Iteration 42Q (40712.720000 sec): 3 clusters
  Score: Raw -880979.127635 + Penalty 2939.431249 = -878039.696386
  nChanged 4
		SP:Iteration 43Q (40712.920000 sec): 3 clusters
  Score: Raw -880982.712718 + Penalty 2939.431249 = -878043.281469
  nChanged 4
		SP:Iteration 44Q (40713.150000 sec): 3 clusters
  Score: Raw -880986.174234 + Penalty 2939.431249 = -878046.742985
  nChanged 4
		SP:Iteration 45Q (40713.370000 sec): 3 clusters
  Score: Raw -880990.827835 + Penalty 2939.431249 = -878051.396585
  nChanged 5
		SP:Iteration 46Q (40713.560000 sec): 3 clusters
  Score: Raw -880994.807532 + Penalty 2939.431249 = -878055.376282
  nChanged 4
		SP:Iteration 47Q (40713.780000 sec): 3 clusters
  Score: Raw -880997.492220 + Penalty 2939.431249 = -878058.060971
  nChanged 1
		SP:Iteration 48Q (40714.000000 sec): 3 clusters
  Score: Raw -880999.057713 + Penalty 2939.431249 = -878059.626464
  nChanged 3
		SP:Iteration 49Q (40714.190000 sec): 3 clusters
  Score: Raw -881000.130006 + Penalty 2939.431249 = -878060.698757
  nChanged 2
		SP:Iteration 50Q (40714.430000 sec): 3 clusters
  Score: Raw -881001.005811 + Penalty 2939.431249 = -878061.574561
  nChanged 1
		SP:Iteration 51Q (40714.630000 sec): 3 clusters
  Score: Raw -881001.283785 + Penalty 2939.431249 = -878061.852535
  nChanged 1
		SP:Iteration 52Q (40714.820000 sec): 3 clusters
  Score: Raw -881001.882399 + Penalty 2939.431249 = -878062.451150
  nChanged 0
		SP:Iteration 53F (40715.070000 sec): 3 clusters
  Score: Raw -881001.882399 + Penalty 2939.431249 = -878062.451150
  nChanged 0
Iteration 379Q (40801.900000 sec): 75 clusters
  Score: Raw -138130435.536905 + Penalty 169872.908604 = -137960562.628300
  nChanged 16
Iteration 380F (40976.710000 sec): 75 clusters
  Score: Raw -138130435.737713 + Penalty 169872.908604 = -137960562.829108
  nChanged 9
Iteration 381Q (41071.810000 sec): 75 clusters
  Score: Raw -138130435.881278 + Penalty 169872.908604 = -137960562.972673
  nChanged 5
Iteration 382Q (41175.820000 sec): 75 clusters
  Score: Raw -138130435.923924 + Penalty 169872.908604 = -137960563.015320
  nChanged 7
Iteration 383Q (41270.800000 sec): 75 clusters
  Score: Raw -138130435.987987 + Penalty 169872.908604 = -137960563.079383
  nChanged 5
Iteration 384Q (41370.100000 sec): 75 clusters
  Score: Raw -138130436.076217 + Penalty 169872.908604 = -137960563.167612
  nChanged 6
Iteration 385Q (41468.060000 sec): 75 clusters
  Score: Raw -138130436.140268 + Penalty 169872.908604 = -137960563.231664
  nChanged 9
Iteration 386Q (41568.560000 sec): 75 clusters
  Score: Raw -138130436.260059 + Penalty 169872.908604 = -137960563.351455
  nChanged 7
Iteration 387Q (41666.390000 sec): 75 clusters
  Score: Raw -138130436.388067 + Penalty 169872.908604 = -137960563.479463
  nChanged 7
Iteration 388Q (41765.620000 sec): 75 clusters
  Score: Raw -138130436.614096 + Penalty 169872.908604 = -137960563.705492
  nChanged 10
Iteration 389Q (41878.190000 sec): 75 clusters
  Score: Raw -138130436.838734 + Penalty 169872.908604 = -137960563.930130
  nChanged 12
Iteration 390Q (41978.600000 sec): 75 clusters
  Score: Raw -138130437.016494 + Penalty 169872.908604 = -137960564.107889
  nChanged 12
Iteration 391Q (42070.250000 sec): 75 clusters
  Score: Raw -138130437.184712 + Penalty 169872.908604 = -137960564.276107
  nChanged 12
Iteration 392Q (42166.680000 sec): 75 clusters
  Score: Raw -138130437.359990 + Penalty 169872.908604 = -137960564.451385
  nChanged 8
Iteration 393Q (42252.840000 sec): 75 clusters
  Score: Raw -138130437.553188 + Penalty 169872.908604 = -137960564.644584
  nChanged 10
Iteration 394Q (42340.880000 sec): 75 clusters
  Score: Raw -138130437.763252 + Penalty 169872.908604 = -137960564.854648
  nChanged 10
Iteration 395Q (42446.680000 sec): 75 clusters
  Score: Raw -138130438.042639 + Penalty 169872.908604 = -137960565.134034
  nChanged 7
Iteration 396Q (42539.150000 sec): 75 clusters
  Score: Raw -138130438.190601 + Penalty 169872.908604 = -137960565.281996
  nChanged 8
Iteration 397Q (42632.070000 sec): 75 clusters
  Score: Raw -138130438.361940 + Penalty 169872.908604 = -137960565.453336
  nChanged 7
Iteration 398Q (42721.530000 sec): 75 clusters
  Score: Raw -138130438.437880 + Penalty 169872.908604 = -137960565.529276
  nChanged 6
Iteration 399Q (42819.090000 sec): 75 clusters
  Score: Raw -138130438.526790 + Penalty 169872.908604 = -137960565.618186
  nChanged 9
Iteration 400F (42978.070000 sec): 75 clusters
  Score: Raw -138130438.597423 + Penalty 169872.908604 = -137960565.688819
  nChanged 10
Iteration 401Q (43066.430000 sec): 75 clusters
  Score: Raw -138130438.757554 + Penalty 169872.908604 = -137960565.848949
  nChanged 11
Iteration 402Q (43160.430000 sec): 75 clusters
  Score: Raw -138130438.918571 + Penalty 169872.908604 = -137960566.009967
  nChanged 15
Iteration 403Q (43253.170000 sec): 75 clusters
  Score: Raw -138130439.085750 + Penalty 169872.908604 = -137960566.177146
  nChanged 18
Iteration 404Q (43349.110000 sec): 75 clusters
  Score: Raw -138130439.343220 + Penalty 169872.908604 = -137960566.434616
  nChanged 20
Iteration 405Q (43440.080000 sec): 75 clusters
  Score: Raw -138130439.603109 + Penalty 169872.908604 = -137960566.694505
  nChanged 21
Iteration 406Q (43541.900000 sec): 75 clusters
  Score: Raw -138130439.957008 + Penalty 169872.908604 = -137960567.048403
  nChanged 33
Iteration 407Q (43636.560000 sec): 75 clusters
  Score: Raw -138130440.819616 + Penalty 169872.908604 = -137960567.911011
  nChanged 24
Iteration 408Q (43743.290000 sec): 75 clusters
  Score: Raw -138130441.545738 + Penalty 169872.908604 = -137960568.637134
  nChanged 23
Iteration 409Q (43832.930000 sec): 75 clusters
  Score: Raw -138130442.117760 + Penalty 169872.908604 = -137960569.209155
  nChanged 21
Iteration 410Q (43933.440000 sec): 75 clusters
  Score: Raw -138130442.351417 + Penalty 169872.908604 = -137960569.442813
  nChanged 17
Iteration 411Q (44021.890000 sec): 75 clusters
  Score: Raw -138130442.578524 + Penalty 169872.908604 = -137960569.669920
  nChanged 13
Iteration 412Q (44115.910000 sec): 75 clusters
  Score: Raw -138130442.725243 + Penalty 169872.908604 = -137960569.816638
  nChanged 8
Iteration 413Q (44207.900000 sec): 75 clusters
  Score: Raw -138130442.838703 + Penalty 169872.908604 = -137960569.930099
  nChanged 10
Iteration 414Q (44299.100000 sec): 75 clusters
  Score: Raw -138130442.954694 + Penalty 169872.908604 = -137960570.046089
  nChanged 9
Iteration 415Q (44392.310000 sec): 75 clusters
  Score: Raw -138130443.026201 + Penalty 169872.908604 = -137960570.117596
  nChanged 7
Iteration 416Q (44474.630000 sec): 75 clusters
  Score: Raw -138130443.152102 + Penalty 169872.908604 = -137960570.243498
  nChanged 9
Iteration 417Q (44556.800000 sec): 75 clusters
  Score: Raw -138130443.233374 + Penalty 169872.908604 = -137960570.324770
  nChanged 6
Iteration 418Q (44643.490000 sec): 75 clusters
  Score: Raw -138130443.290020 + Penalty 169872.908604 = -137960570.381415
  nChanged 7
Writing temp clu file 
Because OldScore, -137960570.324770, is greater than current (better) Score,-137960570.381415 
 Compute initial score before splitting:   Score: Raw -138130443.290020 + Penalty 169872.908604 = -137960570.381415
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44643.880000 sec): 2 clusters
  Score: Raw -354963.088064 + Penalty 1336.208596 = -353626.879467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44644.040000 sec): 3 clusters
  Score: Raw -353173.929578 + Penalty 2672.417193 = -350501.512385
  nChanged 1449
		SP:Iteration 1F (44644.240000 sec): 3 clusters
  Score: Raw -354211.359142 + Penalty 2672.417193 = -351538.941950
  nChanged 398
		SP:Iteration 2F (44644.460000 sec): 3 clusters
  Score: Raw -354659.949644 + Penalty 2672.417193 = -351987.532451
  nChanged 309
		SP:Iteration 3F (44644.610000 sec): 3 clusters
  Score: Raw -355014.368664 + Penalty 2672.417193 = -352341.951472
  nChanged 246
		SP:Iteration 4F (44644.820000 sec): 3 clusters
  Score: Raw -355294.035584 + Penalty 2672.417193 = -352621.618392
  nChanged 209
		SP:Iteration 5F (44644.960000 sec): 3 clusters
  Score: Raw -355493.741685 + Penalty 2672.417193 = -352821.324493
  nChanged 157
		SP:Iteration 6Q (44645.180000 sec): 3 clusters
  Score: Raw -355617.484123 + Penalty 2672.417193 = -352945.066931
  nChanged 133
		SP:Iteration 7Q (44645.340000 sec): 3 clusters
  Score: Raw -355714.729334 + Penalty 2672.417193 = -353042.312142
  nChanged 91
		SP:Iteration 8Q (44645.560000 sec): 3 clusters
  Score: Raw -355774.773286 + Penalty 2672.417193 = -353102.356093
  nChanged 67
		SP:Iteration 9Q (44645.720000 sec): 3 clusters
  Score: Raw -355825.627375 + Penalty 2672.417193 = -353153.210182
  nChanged 68
		SP:Iteration 10Q (44645.910000 sec): 3 clusters
  Score: Raw -355874.625515 + Penalty 2672.417193 = -353202.208323
  nChanged 60
		SP:Iteration 11Q (44646.070000 sec): 3 clusters
  Score: Raw -355909.829400 + Penalty 2672.417193 = -353237.412207
  nChanged 45
		SP:Iteration 12Q (44646.270000 sec): 3 clusters
  Score: Raw -355932.335528 + Penalty 2672.417193 = -353259.918336
  nChanged 34
		SP:Iteration 13Q (44646.480000 sec): 3 clusters
  Score: Raw -355945.727920 + Penalty 2672.417193 = -353273.310727
  nChanged 19
		SP:Iteration 14Q (44646.650000 sec): 3 clusters
  Score: Raw -355952.895380 + Penalty 2672.417193 = -353280.478188
  nChanged 19
		SP:Iteration 15Q (44646.860000 sec): 3 clusters
  Score: Raw -355959.220520 + Penalty 2672.417193 = -353286.803328
  nChanged 14
		SP:Iteration 16Q (44646.990000 sec): 3 clusters
  Score: Raw -355964.778687 + Penalty 2672.417193 = -353292.361495
  nChanged 11
		SP:Iteration 17Q (44647.200000 sec): 3 clusters
  Score: Raw -355968.114360 + Penalty 2672.417193 = -353295.697168
  nChanged 6
		SP:Iteration 18Q (44647.390000 sec): 3 clusters
  Score: Raw -355971.096540 + Penalty 2672.417193 = -353298.679348
  nChanged 11
		SP:Iteration 19Q (44647.560000 sec): 3 clusters
  Score: Raw -355974.717504 + Penalty 2672.417193 = -353302.300312
  nChanged 5
		SP:Iteration 20F (44647.740000 sec): 3 clusters
  Score: Raw -355976.316272 + Penalty 2672.417193 = -353303.899080
  nChanged 3
		SP:Iteration 21Q (44647.930000 sec): 3 clusters
  Score: Raw -355976.953586 + Penalty 2672.417193 = -353304.536393
  nChanged 0
		SP:Iteration 22F (44648.120000 sec): 3 clusters
  Score: Raw -355976.953586 + Penalty 2672.417193 = -353304.536393
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44648.520000 sec): 2 clusters
  Score: Raw -9126278.943534 + Penalty 1845.491045 = -9124433.452489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44649.020000 sec): 3 clusters
  Score: Raw -9071156.539393 + Penalty 3690.982090 = -9067465.557304
  nChanged 40801
		SP:Iteration 1F (44649.520000 sec): 3 clusters
  Score: Raw -9095407.163091 + Penalty 3690.982090 = -9091716.181001
  nChanged 3643
		SP:Iteration 2Q (44650.020000 sec): 3 clusters
  Score: Raw -9096671.923189 + Penalty 3690.982090 = -9092980.941099
  nChanged 4368
		SP:Iteration 3F (44650.530000 sec): 3 clusters
  Score: Raw -9098609.091861 + Penalty 3690.982090 = -9094918.109771
  nChanged 5297
		SP:Iteration 4F (44651.070000 sec): 3 clusters
  Score: Raw -9101563.704406 + Penalty 3690.982090 = -9097872.722317
  nChanged 6137
		SP:Iteration 5F (44651.650000 sec): 3 clusters
  Score: Raw -9105736.870569 + Penalty 3690.982090 = -9102045.888479
  nChanged 6561
		SP:Iteration 6F (44652.140000 sec): 3 clusters
  Score: Raw -9111001.567629 + Penalty 3690.982090 = -9107310.585539
  nChanged 6296
		SP:Iteration 7F (44652.680000 sec): 3 clusters
  Score: Raw -9116617.865899 + Penalty 3690.982090 = -9112926.883809
  nChanged 4993
		SP:Iteration 8F (44653.230000 sec): 3 clusters
  Score: Raw -9121288.961207 + Penalty 3690.982090 = -9117597.979118
  nChanged 3161
		SP:Iteration 9Q (44653.780000 sec): 3 clusters
  Score: Raw -9124247.418057 + Penalty 3690.982090 = -9120556.435968
  nChanged 1599
		SP:Iteration 10Q (44654.290000 sec): 3 clusters
  Score: Raw -9125675.365496 + Penalty 3690.982090 = -9121984.383406
  nChanged 638
		SP:Iteration 11Q (44654.770000 sec): 3 clusters
  Score: Raw -9126214.739776 + Penalty 3690.982090 = -9122523.757686
  nChanged 258
		SP:Iteration 12Q (44655.190000 sec): 3 clusters
  Score: Raw -9126442.565651 + Penalty 3690.982090 = -9122751.583561
  nChanged 114
		SP:Iteration 13Q (44655.630000 sec): 3 clusters
  Score: Raw -9126542.386227 + Penalty 3690.982090 = -9122851.404137
  nChanged 54
		SP:Iteration 14Q (44656.050000 sec): 3 clusters
  Score: Raw -9126587.752271 + Penalty 3690.982090 = -9122896.770181
  nChanged 36
		SP:Iteration 15Q (44656.490000 sec): 3 clusters
  Score: Raw -9126619.215922 + Penalty 3690.982090 = -9122928.233833
  nChanged 25
		SP:Iteration 16Q (44656.950000 sec): 3 clusters
  Score: Raw -9126641.683815 + Penalty 3690.982090 = -9122950.701726
  nChanged 22
		SP:Iteration 17Q (44657.390000 sec): 3 clusters
  Score: Raw -9126654.752727 + Penalty 3690.982090 = -9122963.770637
  nChanged 12
		SP:Iteration 18Q (44657.830000 sec): 3 clusters
  Score: Raw -9126659.922358 + Penalty 3690.982090 = -9122968.940269
  nChanged 4
		SP:Iteration 19Q (44658.320000 sec): 3 clusters
  Score: Raw -9126661.692848 + Penalty 3690.982090 = -9122970.710759
  nChanged 1
		SP:Iteration 20F (44658.850000 sec): 3 clusters
  Score: Raw -9126663.013610 + Penalty 3690.982090 = -9122972.031520
  nChanged 1
		SP:Iteration 21Q (44659.300000 sec): 3 clusters
  Score: Raw -9126663.998668 + Penalty 3690.982090 = -9122973.016578
  nChanged 1
		SP:Iteration 22Q (44659.790000 sec): 3 clusters
  Score: Raw -9126664.212271 + Penalty 3690.982090 = -9122973.230181
  nChanged 1
		SP:Iteration 23Q (44660.260000 sec): 3 clusters
  Score: Raw -9126664.376147 + Penalty 3690.982090 = -9122973.394058
  nChanged 0
		SP:Iteration 24F (44660.760000 sec): 3 clusters
  Score: Raw -9126664.376147 + Penalty 3690.982090 = -9122973.394058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44660.960000 sec): 2 clusters
  Score: Raw -2643267.982009 + Penalty 1643.832720 = -2641624.149288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44661.230000 sec): 3 clusters
  Score: Raw -2628070.839959 + Penalty 3287.665441 = -2624783.174518
  nChanged 11341
		SP:Iteration 1F (44661.500000 sec): 3 clusters
  Score: Raw -2634516.215927 + Penalty 3287.665441 = -2631228.550487
  nChanged 1243
		SP:Iteration 2F (44661.790000 sec): 3 clusters
  Score: Raw -2635030.627510 + Penalty 3287.665441 = -2631742.962070
  nChanged 1229
		SP:Iteration 3Q (44662.060000 sec): 3 clusters
  Score: Raw -2635628.037334 + Penalty 3287.665441 = -2632340.371893
  nChanged 1276
		SP:Iteration 4F (44662.390000 sec): 3 clusters
  Score: Raw -2636376.333004 + Penalty 3287.665441 = -2633088.667564
  nChanged 1418
		SP:Iteration 5F (44662.640000 sec): 3 clusters
  Score: Raw -2637338.462611 + Penalty 3287.665441 = -2634050.797171
  nChanged 1512
		SP:Iteration 6F (44662.980000 sec): 3 clusters
  Score: Raw -2638421.542970 + Penalty 3287.665441 = -2635133.877529
  nChanged 1471
		SP:Iteration 7F (44663.250000 sec): 3 clusters
  Score: Raw -2639448.602216 + Penalty 3287.665441 = -2636160.936775
  nChanged 1315
		SP:Iteration 8F (44663.510000 sec): 3 clusters
  Score: Raw -2640212.451842 + Penalty 3287.665441 = -2636924.786401
  nChanged 1087
		SP:Iteration 9Q (44663.800000 sec): 3 clusters
  Score: Raw -2640772.782983 + Penalty 3287.665441 = -2637485.117542
  nChanged 876
		SP:Iteration 10Q (44664.070000 sec): 3 clusters
  Score: Raw -2641187.742236 + Penalty 3287.665441 = -2637900.076795
  nChanged 755
		SP:Iteration 11Q (44664.360000 sec): 3 clusters
  Score: Raw -2641549.741809 + Penalty 3287.665441 = -2638262.076368
  nChanged 718
		SP:Iteration 12Q (44664.670000 sec): 3 clusters
  Score: Raw -2641865.507382 + Penalty 3287.665441 = -2638577.841941
  nChanged 628
		SP:Iteration 13Q (44664.990000 sec): 3 clusters
  Score: Raw -2642122.742275 + Penalty 3287.665441 = -2638835.076835
  nChanged 569
		SP:Iteration 14Q (44665.250000 sec): 3 clusters
  Score: Raw -2642342.722081 + Penalty 3287.665441 = -2639055.056641
  nChanged 518
		SP:Iteration 15Q (44665.560000 sec): 3 clusters
  Score: Raw -2642522.619408 + Penalty 3287.665441 = -2639234.953968
  nChanged 439
		SP:Iteration 16Q (44665.910000 sec): 3 clusters
  Score: Raw -2642676.119287 + Penalty 3287.665441 = -2639388.453847
  nChanged 453
		SP:Iteration 17Q (44666.190000 sec): 3 clusters
  Score: Raw -2642843.301054 + Penalty 3287.665441 = -2639555.635613
  nChanged 446
		SP:Iteration 18Q (44666.480000 sec): 3 clusters
  Score: Raw -2643008.561850 + Penalty 3287.665441 = -2639720.896410
  nChanged 394
		SP:Iteration 19Q (44666.770000 sec): 3 clusters
  Score: Raw -2643155.014527 + Penalty 3287.665441 = -2639867.349086
  nChanged 371
		SP:Iteration 20F (44667.080000 sec): 3 clusters
  Score: Raw -2643296.113925 + Penalty 3287.665441 = -2640008.448485
  nChanged 341
		SP:Iteration 21Q (44667.410000 sec): 3 clusters
  Score: Raw -2643418.406777 + Penalty 3287.665441 = -2640130.741336
  nChanged 291
		SP:Iteration 22Q (44667.650000 sec): 3 clusters
  Score: Raw -2643515.437622 + Penalty 3287.665441 = -2640227.772181
  nChanged 273
		SP:Iteration 23Q (44667.970000 sec): 3 clusters
  Score: Raw -2643610.029323 + Penalty 3287.665441 = -2640322.363883
  nChanged 248
		SP:Iteration 24Q (44668.250000 sec): 3 clusters
  Score: Raw -2643687.148755 + Penalty 3287.665441 = -2640399.483314
  nChanged 194
		SP:Iteration 25Q (44668.630000 sec): 3 clusters
  Score: Raw -2643747.284487 + Penalty 3287.665441 = -2640459.619047
  nChanged 168
		SP:Iteration 26Q (44668.950000 sec): 3 clusters
  Score: Raw -2643796.788896 + Penalty 3287.665441 = -2640509.123455
  nChanged 146
		SP:Iteration 27Q (44669.290000 sec): 3 clusters
  Score: Raw -2643837.329208 + Penalty 3287.665441 = -2640549.663767
  nChanged 121
		SP:Iteration 28Q (44669.590000 sec): 3 clusters
  Score: Raw -2643867.247185 + Penalty 3287.665441 = -2640579.581745
  nChanged 101
		SP:Iteration 29Q (44669.890000 sec): 3 clusters
  Score: Raw -2643889.520830 + Penalty 3287.665441 = -2640601.855389
  nChanged 86
		SP:Iteration 30Q (44670.130000 sec): 3 clusters
  Score: Raw -2643905.850241 + Penalty 3287.665441 = -2640618.184801
  nChanged 73
		SP:Iteration 31Q (44670.410000 sec): 3 clusters
  Score: Raw -2643923.012581 + Penalty 3287.665441 = -2640635.347141
  nChanged 67
		SP:Iteration 32Q (44670.660000 sec): 3 clusters
  Score: Raw -2643936.874588 + Penalty 3287.665441 = -2640649.209147
  nChanged 59
		SP:Iteration 33Q (44670.890000 sec): 3 clusters
  Score: Raw -2643947.177754 + Penalty 3287.665441 = -2640659.512313
  nChanged 40
		SP:Iteration 34Q (44671.170000 sec): 3 clusters
  Score: Raw -2643953.810386 + Penalty 3287.665441 = -2640666.144945
  nChanged 26
		SP:Iteration 35Q (44671.450000 sec): 3 clusters
  Score: Raw -2643957.643056 + Penalty 3287.665441 = -2640669.977616
  nChanged 23
		SP:Iteration 36Q (44671.730000 sec): 3 clusters
  Score: Raw -2643961.638106 + Penalty 3287.665441 = -2640673.972665
  nChanged 21
		SP:Iteration 37Q (44672.050000 sec): 3 clusters
  Score: Raw -2643964.875409 + Penalty 3287.665441 = -2640677.209969
  nChanged 20
		SP:Iteration 38Q (44672.370000 sec): 3 clusters
  Score: Raw -2643967.622888 + Penalty 3287.665441 = -2640679.957447
  nChanged 18
		SP:Iteration 39Q (44672.670000 sec): 3 clusters
  Score: Raw -2643970.207706 + Penalty 3287.665441 = -2640682.542266
  nChanged 12
		SP:Iteration 40F (44672.990000 sec): 3 clusters
  Score: Raw -2643972.636810 + Penalty 3287.665441 = -2640684.971370
  nChanged 19
		SP:Iteration 41Q (44673.250000 sec): 3 clusters
  Score: Raw -2643976.569151 + Penalty 3287.665441 = -2640688.903711
  nChanged 18
		SP:Iteration 42Q (44673.500000 sec): 3 clusters
  Score: Raw -2643978.786552 + Penalty 3287.665441 = -2640691.121112
  nChanged 14
		SP:Iteration 43Q (44673.840000 sec): 3 clusters
  Score: Raw -2643980.832162 + Penalty 3287.665441 = -2640693.166722
  nChanged 18
		SP:Iteration 44Q (44674.160000 sec): 3 clusters
  Score: Raw -2643984.481608 + Penalty 3287.665441 = -2640696.816167
  nChanged 18
		SP:Iteration 45Q (44674.450000 sec): 3 clusters
  Score: Raw -2643987.191870 + Penalty 3287.665441 = -2640699.526429
  nChanged 17
		SP:Iteration 46Q (44674.680000 sec): 3 clusters
  Score: Raw -2643990.411726 + Penalty 3287.665441 = -2640702.746285
  nChanged 10
		SP:Iteration 47Q (44674.990000 sec): 3 clusters
  Score: Raw -2643991.692479 + Penalty 3287.665441 = -2640704.027038
  nChanged 11
		SP:Iteration 48Q (44675.260000 sec): 3 clusters
  Score: Raw -2643993.309262 + Penalty 3287.665441 = -2640705.643821
  nChanged 10
		SP:Iteration 49Q (44675.560000 sec): 3 clusters
  Score: Raw -2643994.786813 + Penalty 3287.665441 = -2640707.121373
  nChanged 13
		SP:Iteration 50Q (44675.830000 sec): 3 clusters
  Score: Raw -2643997.376267 + Penalty 3287.665441 = -2640709.710826
  nChanged 13
		SP:Iteration 51Q (44676.150000 sec): 3 clusters
  Score: Raw -2643999.381178 + Penalty 3287.665441 = -2640711.715738
  nChanged 12
		SP:Iteration 52Q (44676.490000 sec): 3 clusters
  Score: Raw -2644000.908308 + Penalty 3287.665441 = -2640713.242868
  nChanged 9
		SP:Iteration 53Q (44676.710000 sec): 3 clusters
  Score: Raw -2644001.981369 + Penalty 3287.665441 = -2640714.315928
  nChanged 7
		SP:Iteration 54Q (44676.970000 sec): 3 clusters
  Score: Raw -2644002.992632 + Penalty 3287.665441 = -2640715.327191
  nChanged 8
		SP:Iteration 55Q (44677.300000 sec): 3 clusters
  Score: Raw -2644004.260986 + Penalty 3287.665441 = -2640716.595546
  nChanged 7
		SP:Iteration 56Q (44677.560000 sec): 3 clusters
  Score: Raw -2644005.596884 + Penalty 3287.665441 = -2640717.931443
  nChanged 10
		SP:Iteration 57Q (44677.890000 sec): 3 clusters
  Score: Raw -2644007.505539 + Penalty 3287.665441 = -2640719.840098
  nChanged 10
		SP:Iteration 58Q (44678.150000 sec): 3 clusters
  Score: Raw -2644008.596314 + Penalty 3287.665441 = -2640720.930873
  nChanged 7
		SP:Iteration 59Q (44678.480000 sec): 3 clusters
  Score: Raw -2644009.708157 + Penalty 3287.665441 = -2640722.042716
  nChanged 6
		SP:Iteration 60F (44678.780000 sec): 3 clusters
  Score: Raw -2644010.816417 + Penalty 3287.665441 = -2640723.150977
  nChanged 4
		SP:Iteration 61Q (44679.030000 sec): 3 clusters
  Score: Raw -2644011.284563 + Penalty 3287.665441 = -2640723.619122
  nChanged 4
		SP:Iteration 62Q (44679.350000 sec): 3 clusters
  Score: Raw -2644011.808055 + Penalty 3287.665441 = -2640724.142614
  nChanged 8
		SP:Iteration 63Q (44679.630000 sec): 3 clusters
  Score: Raw -2644013.239912 + Penalty 3287.665441 = -2640725.574471
  nChanged 10
		SP:Iteration 64Q (44679.970000 sec): 3 clusters
  Score: Raw -2644014.942849 + Penalty 3287.665441 = -2640727.277409
  nChanged 10
		SP:Iteration 65Q (44680.290000 sec): 3 clusters
  Score: Raw -2644017.117739 + Penalty 3287.665441 = -2640729.452299
  nChanged 10
		SP:Iteration 66Q (44680.570000 sec): 3 clusters
  Score: Raw -2644019.029052 + Penalty 3287.665441 = -2640731.363611
  nChanged 9
		SP:Iteration 67Q (44680.850000 sec): 3 clusters
  Score: Raw -2644020.505887 + Penalty 3287.665441 = -2640732.840446
  nChanged 8
		SP:Iteration 68Q (44681.190000 sec): 3 clusters
  Score: Raw -2644021.847602 + Penalty 3287.665441 = -2640734.182161
  nChanged 6
		SP:Iteration 69Q (44681.500000 sec): 3 clusters
  Score: Raw -2644022.675877 + Penalty 3287.665441 = -2640735.010437
  nChanged 8
		SP:Iteration 70Q (44681.840000 sec): 3 clusters
  Score: Raw -2644024.147792 + Penalty 3287.665441 = -2640736.482352
  nChanged 8
		SP:Iteration 71Q (44682.150000 sec): 3 clusters
  Score: Raw -2644025.600792 + Penalty 3287.665441 = -2640737.935352
  nChanged 8
		SP:Iteration 72Q (44682.410000 sec): 3 clusters
  Score: Raw -2644026.818832 + Penalty 3287.665441 = -2640739.153392
  nChanged 8
		SP:Iteration 73Q (44682.690000 sec): 3 clusters
  Score: Raw -2644028.501893 + Penalty 3287.665441 = -2640740.836453
  nChanged 9
		SP:Iteration 74Q (44683.060000 sec): 3 clusters
  Score: Raw -2644030.064438 + Penalty 3287.665441 = -2640742.398997
  nChanged 8
		SP:Iteration 75Q (44683.350000 sec): 3 clusters
  Score: Raw -2644031.324612 + Penalty 3287.665441 = -2640743.659171
  nChanged 13
		SP:Iteration 76Q (44683.710000 sec): 3 clusters
  Score: Raw -2644033.285037 + Penalty 3287.665441 = -2640745.619596
  nChanged 11
		SP:Iteration 77Q (44684.010000 sec): 3 clusters
  Score: Raw -2644034.743768 + Penalty 3287.665441 = -2640747.078327
  nChanged 8
		SP:Iteration 78Q (44684.300000 sec): 3 clusters
  Score: Raw -2644035.877569 + Penalty 3287.665441 = -2640748.212128
  nChanged 5
		SP:Iteration 79Q (44684.610000 sec): 3 clusters
  Score: Raw -2644036.662460 + Penalty 3287.665441 = -2640748.997020
  nChanged 6
		SP:Iteration 80F (44684.930000 sec): 3 clusters
  Score: Raw -2644037.657828 + Penalty 3287.665441 = -2640749.992387
  nChanged 4
		SP:Iteration 81Q (44685.190000 sec): 3 clusters
  Score: Raw -2644038.208686 + Penalty 3287.665441 = -2640750.543246
  nChanged 5
		SP:Iteration 82Q (44685.600000 sec): 3 clusters
  Score: Raw -2644038.944864 + Penalty 3287.665441 = -2640751.279424
  nChanged 7
		SP:Iteration 83Q (44685.910000 sec): 3 clusters
  Score: Raw -2644040.137759 + Penalty 3287.665441 = -2640752.472319
  nChanged 7
		SP:Iteration 84Q (44686.160000 sec): 3 clusters
  Score: Raw -2644040.963402 + Penalty 3287.665441 = -2640753.297961
  nChanged 2
		SP:Iteration 85Q (44686.470000 sec): 3 clusters
  Score: Raw -2644041.464803 + Penalty 3287.665441 = -2640753.799362
  nChanged 3
		SP:Iteration 86Q (44686.710000 sec): 3 clusters
  Score: Raw -2644041.860779 + Penalty 3287.665441 = -2640754.195338
  nChanged 2
		SP:Iteration 87Q (44686.950000 sec): 3 clusters
  Score: Raw -2644042.117943 + Penalty 3287.665441 = -2640754.452502
  nChanged 2
		SP:Iteration 88Q (44687.180000 sec): 3 clusters
  Score: Raw -2644042.418882 + Penalty 3287.665441 = -2640754.753441
  nChanged 3
		SP:Iteration 89Q (44687.450000 sec): 3 clusters
  Score: Raw -2644042.829419 + Penalty 3287.665441 = -2640755.163978
  nChanged 3
		SP:Iteration 90Q (44687.710000 sec): 3 clusters
  Score: Raw -2644043.531735 + Penalty 3287.665441 = -2640755.866295
  nChanged 6
		SP:Iteration 91Q (44688.020000 sec): 3 clusters
  Score: Raw -2644044.207329 + Penalty 3287.665441 = -2640756.541888
  nChanged 1
		SP:Iteration 92Q (44688.330000 sec): 3 clusters
  Score: Raw -2644044.362963 + Penalty 3287.665441 = -2640756.697523
  nChanged 2
		SP:Iteration 93Q (44688.590000 sec): 3 clusters
  Score: Raw -2644044.525535 + Penalty 3287.665441 = -2640756.860094
  nChanged 1
		SP:Iteration 94Q (44688.840000 sec): 3 clusters
  Score: Raw -2644044.753963 + Penalty 3287.665441 = -2640757.088523
  nChanged 3
		SP:Iteration 95Q (44689.120000 sec): 3 clusters
  Score: Raw -2644045.215983 + Penalty 3287.665441 = -2640757.550542
  nChanged 3
		SP:Iteration 96Q (44689.430000 sec): 3 clusters
  Score: Raw -2644045.622396 + Penalty 3287.665441 = -2640757.956956
  nChanged 2
		SP:Iteration 97Q (44689.780000 sec): 3 clusters
  Score: Raw -2644045.995984 + Penalty 3287.665441 = -2640758.330543
  nChanged 2
		SP:Iteration 98Q (44690.040000 sec): 3 clusters
  Score: Raw -2644046.209260 + Penalty 3287.665441 = -2640758.543820
  nChanged 1
		SP:Iteration 99Q (44690.400000 sec): 3 clusters
  Score: Raw -2644046.336439 + Penalty 3287.665441 = -2640758.670998
  nChanged 0
		SP:Iteration 100F (44690.750000 sec): 3 clusters
  Score: Raw -2644046.336439 + Penalty 3287.665441 = -2640758.670998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44690.890000 sec): 2 clusters
  Score: Raw -162969.598413 + Penalty 1199.190225 = -161770.408188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44691.060000 sec): 3 clusters
  Score: Raw -162343.432031 + Penalty 2398.380450 = -159945.051582
  nChanged 530
		SP:Iteration 1F (44691.260000 sec): 3 clusters
  Score: Raw -162702.870886 + Penalty 2398.380450 = -160304.490437
  nChanged 119
		SP:Iteration 2F (44691.410000 sec): 3 clusters
  Score: Raw -162813.714306 + Penalty 2398.380450 = -160415.333857
  nChanged 88
		SP:Iteration 3F (44691.610000 sec): 3 clusters
  Score: Raw -162883.566458 + Penalty 2398.380450 = -160485.186009
  nChanged 54
		SP:Iteration 4Q (44691.870000 sec): 3 clusters
  Score: Raw -162921.856122 + Penalty 2398.380450 = -160523.475672
  nChanged 42
		SP:Iteration 5Q (44692.010000 sec): 3 clusters
  Score: Raw -162957.069952 + Penalty 2398.380450 = -160558.689502
  nChanged 37
		SP:Iteration 6Q (44692.220000 sec): 3 clusters
  Score: Raw -162986.897770 + Penalty 2398.380450 = -160588.517321
  nChanged 32
		SP:Iteration 7Q (44692.390000 sec): 3 clusters
  Score: Raw -163008.944472 + Penalty 2398.380450 = -160610.564022
  nChanged 17
		SP:Iteration 8Q (44692.580000 sec): 3 clusters
  Score: Raw -163019.659607 + Penalty 2398.380450 = -160621.279157
  nChanged 17
		SP:Iteration 9Q (44692.790000 sec): 3 clusters
  Score: Raw -163028.910505 + Penalty 2398.380450 = -160630.530055
  nChanged 14
		SP:Iteration 10Q (44692.960000 sec): 3 clusters
  Score: Raw -163037.150626 + Penalty 2398.380450 = -160638.770176
  nChanged 17
		SP:Iteration 11Q (44693.140000 sec): 3 clusters
  Score: Raw -163045.372237 + Penalty 2398.380450 = -160646.991787
  nChanged 9
		SP:Iteration 12Q (44693.400000 sec): 3 clusters
  Score: Raw -163051.495540 + Penalty 2398.380450 = -160653.115091
  nChanged 9
		SP:Iteration 13Q (44693.600000 sec): 3 clusters
  Score: Raw -163056.851021 + Penalty 2398.380450 = -160658.470571
  nChanged 3
		SP:Iteration 14Q (44693.740000 sec): 3 clusters
  Score: Raw -163057.308682 + Penalty 2398.380450 = -160658.928232
  nChanged 1
		SP:Iteration 15Q (44693.930000 sec): 3 clusters
  Score: Raw -163057.677718 + Penalty 2398.380450 = -160659.297268
  nChanged 2
		SP:Iteration 16Q (44694.080000 sec): 3 clusters
  Score: Raw -163058.491360 + Penalty 2398.380450 = -160660.110910
  nChanged 1
		SP:Iteration 17Q (44694.280000 sec): 3 clusters
  Score: Raw -163058.698206 + Penalty 2398.380450 = -160660.317756
  nChanged 1
		SP:Iteration 18Q (44694.480000 sec): 3 clusters
  Score: Raw -163058.784876 + Penalty 2398.380450 = -160660.404426
  nChanged 0
		SP:Iteration 19F (44694.620000 sec): 3 clusters
  Score: Raw -163058.784876 + Penalty 2398.380450 = -160660.404426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44694.820000 sec): 2 clusters
  Score: Raw -1526934.948921 + Penalty 1563.033557 = -1525371.915364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44695.120000 sec): 3 clusters
  Score: Raw -1518174.836811 + Penalty 3126.067115 = -1515048.769696
  nChanged 6661
		SP:Iteration 1F (44695.400000 sec): 3 clusters
  Score: Raw -1521842.434726 + Penalty 3126.067115 = -1518716.367611
  nChanged 864
		SP:Iteration 2F (44695.640000 sec): 3 clusters
  Score: Raw -1522249.226992 + Penalty 3126.067115 = -1519123.159878
  nChanged 846
		SP:Iteration 3F (44695.880000 sec): 3 clusters
  Score: Raw -1522694.693656 + Penalty 3126.067115 = -1519568.626541
  nChanged 793
		SP:Iteration 4F (44696.140000 sec): 3 clusters
  Score: Raw -1523153.560488 + Penalty 3126.067115 = -1520027.493373
  nChanged 810
		SP:Iteration 5F (44696.390000 sec): 3 clusters
  Score: Raw -1523704.319373 + Penalty 3126.067115 = -1520578.252258
  nChanged 844
		SP:Iteration 6F (44696.620000 sec): 3 clusters
  Score: Raw -1524299.718291 + Penalty 3126.067115 = -1521173.651176
  nChanged 860
		SP:Iteration 7F (44696.900000 sec): 3 clusters
  Score: Raw -1524914.586156 + Penalty 3126.067115 = -1521788.519041
  nChanged 807
		SP:Iteration 8F (44697.160000 sec): 3 clusters
  Score: Raw -1525501.293607 + Penalty 3126.067115 = -1522375.226492
  nChanged 744
		SP:Iteration 9Q (44697.420000 sec): 3 clusters
  Score: Raw -1526004.064651 + Penalty 3126.067115 = -1522877.997536
  nChanged 585
		SP:Iteration 10Q (44697.680000 sec): 3 clusters
  Score: Raw -1526336.097684 + Penalty 3126.067115 = -1523210.030569
  nChanged 411
		SP:Iteration 11Q (44697.940000 sec): 3 clusters
  Score: Raw -1526561.324964 + Penalty 3126.067115 = -1523435.257849
  nChanged 363
		SP:Iteration 12Q (44698.210000 sec): 3 clusters
  Score: Raw -1526790.225329 + Penalty 3126.067115 = -1523664.158214
  nChanged 313
		SP:Iteration 13Q (44698.520000 sec): 3 clusters
  Score: Raw -1527014.862930 + Penalty 3126.067115 = -1523888.795816
  nChanged 271
		SP:Iteration 14Q (44698.760000 sec): 3 clusters
  Score: Raw -1527184.995317 + Penalty 3126.067115 = -1524058.928202
  nChanged 226
		SP:Iteration 15Q (44698.980000 sec): 3 clusters
  Score: Raw -1527292.247948 + Penalty 3126.067115 = -1524166.180833
  nChanged 163
		SP:Iteration 16Q (44699.190000 sec): 3 clusters
  Score: Raw -1527347.372976 + Penalty 3126.067115 = -1524221.305861
  nChanged 118
		SP:Iteration 17Q (44699.400000 sec): 3 clusters
  Score: Raw -1527378.456286 + Penalty 3126.067115 = -1524252.389171
  nChanged 99
		SP:Iteration 18Q (44699.710000 sec): 3 clusters
  Score: Raw -1527399.889877 + Penalty 3126.067115 = -1524273.822762
  nChanged 72
		SP:Iteration 19Q (44699.940000 sec): 3 clusters
  Score: Raw -1527413.140794 + Penalty 3126.067115 = -1524287.073679
  nChanged 66
		SP:Iteration 20F (44700.190000 sec): 3 clusters
  Score: Raw -1527426.079799 + Penalty 3126.067115 = -1524300.012684
  nChanged 60
		SP:Iteration 21Q (44700.420000 sec): 3 clusters
  Score: Raw -1527438.451053 + Penalty 3126.067115 = -1524312.383938
  nChanged 54
		SP:Iteration 22Q (44700.710000 sec): 3 clusters
  Score: Raw -1527446.544186 + Penalty 3126.067115 = -1524320.477071
  nChanged 39
		SP:Iteration 23Q (44700.920000 sec): 3 clusters
  Score: Raw -1527451.280454 + Penalty 3126.067115 = -1524325.213339
  nChanged 31
		SP:Iteration 24Q (44701.140000 sec): 3 clusters
  Score: Raw -1527454.622734 + Penalty 3126.067115 = -1524328.555619
  nChanged 26
		SP:Iteration 25Q (44701.420000 sec): 3 clusters
  Score: Raw -1527457.171550 + Penalty 3126.067115 = -1524331.104435
  nChanged 20
		SP:Iteration 26Q (44701.660000 sec): 3 clusters
  Score: Raw -1527459.543762 + Penalty 3126.067115 = -1524333.476647
  nChanged 23
		SP:Iteration 27Q (44701.880000 sec): 3 clusters
  Score: Raw -1527462.244384 + Penalty 3126.067115 = -1524336.177269
  nChanged 27
		SP:Iteration 28Q (44702.110000 sec): 3 clusters
  Score: Raw -1527465.097242 + Penalty 3126.067115 = -1524339.030128
  nChanged 22
		SP:Iteration 29Q (44702.360000 sec): 3 clusters
  Score: Raw -1527468.422459 + Penalty 3126.067115 = -1524342.355344
  nChanged 30
		SP:Iteration 30Q (44702.550000 sec): 3 clusters
  Score: Raw -1527472.036236 + Penalty 3126.067115 = -1524345.969121
  nChanged 19
		SP:Iteration 31Q (44702.820000 sec): 3 clusters
  Score: Raw -1527473.707834 + Penalty 3126.067115 = -1524347.640719
  nChanged 15
		SP:Iteration 32Q (44703.020000 sec): 3 clusters
  Score: Raw -1527475.103244 + Penalty 3126.067115 = -1524349.036129
  nChanged 15
		SP:Iteration 33Q (44703.260000 sec): 3 clusters
  Score: Raw -1527476.684672 + Penalty 3126.067115 = -1524350.617557
  nChanged 11
		SP:Iteration 34Q (44703.490000 sec): 3 clusters
  Score: Raw -1527477.996392 + Penalty 3126.067115 = -1524351.929277
  nChanged 12
		SP:Iteration 35Q (44703.760000 sec): 3 clusters
  Score: Raw -1527479.127708 + Penalty 3126.067115 = -1524353.060593
  nChanged 15
		SP:Iteration 36Q (44704.000000 sec): 3 clusters
  Score: Raw -1527480.462194 + Penalty 3126.067115 = -1524354.395079
  nChanged 7
		SP:Iteration 37Q (44704.250000 sec): 3 clusters
  Score: Raw -1527480.922711 + Penalty 3126.067115 = -1524354.855597
  nChanged 4
		SP:Iteration 38Q (44704.480000 sec): 3 clusters
  Score: Raw -1527481.288098 + Penalty 3126.067115 = -1524355.220983
  nChanged 4
		SP:Iteration 39Q (44704.700000 sec): 3 clusters
  Score: Raw -1527481.424892 + Penalty 3126.067115 = -1524355.357777
  nChanged 3
		SP:Iteration 40F (44704.930000 sec): 3 clusters
  Score: Raw -1527481.567041 + Penalty 3126.067115 = -1524355.499926
  nChanged 4
		SP:Iteration 41Q (44705.210000 sec): 3 clusters
  Score: Raw -1527481.768297 + Penalty 3126.067115 = -1524355.701182
  nChanged 2
		SP:Iteration 42Q (44705.420000 sec): 3 clusters
  Score: Raw -1527481.884011 + Penalty 3126.067115 = -1524355.816896
  nChanged 3
		SP:Iteration 43Q (44705.680000 sec): 3 clusters
  Score: Raw -1527482.261617 + Penalty 3126.067115 = -1524356.194502
  nChanged 4
		SP:Iteration 44Q (44705.950000 sec): 3 clusters
  Score: Raw -1527482.774260 + Penalty 3126.067115 = -1524356.707145
  nChanged 6
		SP:Iteration 45Q (44706.170000 sec): 3 clusters
  Score: Raw -1527483.105899 + Penalty 3126.067115 = -1524357.038784
  nChanged 3
		SP:Iteration 46Q (44706.430000 sec): 3 clusters
  Score: Raw -1527483.429982 + Penalty 3126.067115 = -1524357.362867
  nChanged 2
		SP:Iteration 47Q (44706.730000 sec): 3 clusters
  Score: Raw -1527483.569271 + Penalty 3126.067115 = -1524357.502156
  nChanged 1
		SP:Iteration 48Q (44707.010000 sec): 3 clusters
  Score: Raw -1527483.751475 + Penalty 3126.067115 = -1524357.684361
  nChanged 3
		SP:Iteration 49Q (44707.230000 sec): 3 clusters
  Score: Raw -1527484.077766 + Penalty 3126.067115 = -1524358.010652
  nChanged 4
		SP:Iteration 50Q (44707.550000 sec): 3 clusters
  Score: Raw -1527484.379182 + Penalty 3126.067115 = -1524358.312067
  nChanged 4
		SP:Iteration 51Q (44707.810000 sec): 3 clusters
  Score: Raw -1527484.641169 + Penalty 3126.067115 = -1524358.574054
  nChanged 4
		SP:Iteration 52Q (44708.140000 sec): 3 clusters
  Score: Raw -1527484.943080 + Penalty 3126.067115 = -1524358.875966
  nChanged 6
		SP:Iteration 53Q (44708.360000 sec): 3 clusters
  Score: Raw -1527485.369287 + Penalty 3126.067115 = -1524359.302172
  nChanged 7
		SP:Iteration 54Q (44708.640000 sec): 3 clusters
  Score: Raw -1527486.002682 + Penalty 3126.067115 = -1524359.935567
  nChanged 10
		SP:Iteration 55Q (44708.900000 sec): 3 clusters
  Score: Raw -1527486.677930 + Penalty 3126.067115 = -1524360.610815
  nChanged 11
		SP:Iteration 56Q (44709.180000 sec): 3 clusters
  Score: Raw -1527487.577343 + Penalty 3126.067115 = -1524361.510228
  nChanged 7
		SP:Iteration 57Q (44709.440000 sec): 3 clusters
  Score: Raw -1527488.213603 + Penalty 3126.067115 = -1524362.146489
  nChanged 12
		SP:Iteration 58Q (44709.700000 sec): 3 clusters
  Score: Raw -1527489.223776 + Penalty 3126.067115 = -1524363.156661
  nChanged 14
		SP:Iteration 59Q (44710.030000 sec): 3 clusters
  Score: Raw -1527490.571609 + Penalty 3126.067115 = -1524364.504494
  nChanged 12
		SP:Iteration 60F (44710.300000 sec): 3 clusters
  Score: Raw -1527491.712134 + Penalty 3126.067115 = -1524365.645019
  nChanged 11
		SP:Iteration 61Q (44710.600000 sec): 3 clusters
  Score: Raw -1527492.770800 + Penalty 3126.067115 = -1524366.703685
  nChanged 16
		SP:Iteration 62Q (44710.820000 sec): 3 clusters
  Score: Raw -1527494.551825 + Penalty 3126.067115 = -1524368.484711
  nChanged 16
		SP:Iteration 63Q (44711.110000 sec): 3 clusters
  Score: Raw -1527496.426119 + Penalty 3126.067115 = -1524370.359004
  nChanged 17
		SP:Iteration 64Q (44711.360000 sec): 3 clusters
  Score: Raw -1527497.954319 + Penalty 3126.067115 = -1524371.887204
  nChanged 12
		SP:Iteration 65Q (44711.570000 sec): 3 clusters
  Score: Raw -1527499.560271 + Penalty 3126.067115 = -1524373.493156
  nChanged 17
		SP:Iteration 66Q (44711.800000 sec): 3 clusters
  Score: Raw -1527501.806330 + Penalty 3126.067115 = -1524375.739215
  nChanged 22
		SP:Iteration 67Q (44712.060000 sec): 3 clusters
  Score: Raw -1527504.568166 + Penalty 3126.067115 = -1524378.501051
  nChanged 18
		SP:Iteration 68Q (44712.300000 sec): 3 clusters
  Score: Raw -1527506.628392 + Penalty 3126.067115 = -1524380.561277
  nChanged 24
		SP:Iteration 69Q (44712.550000 sec): 3 clusters
  Score: Raw -1527509.886394 + Penalty 3126.067115 = -1524383.819280
  nChanged 24
		SP:Iteration 70Q (44712.800000 sec): 3 clusters
  Score: Raw -1527512.863073 + Penalty 3126.067115 = -1524386.795958
  nChanged 23
		SP:Iteration 71Q (44713.090000 sec): 3 clusters
  Score: Raw -1527516.004988 + Penalty 3126.067115 = -1524389.937874
  nChanged 32
		SP:Iteration 72Q (44713.420000 sec): 3 clusters
  Score: Raw -1527519.616984 + Penalty 3126.067115 = -1524393.549870
  nChanged 29
		SP:Iteration 73Q (44713.670000 sec): 3 clusters
  Score: Raw -1527523.390374 + Penalty 3126.067115 = -1524397.323259
  nChanged 23
		SP:Iteration 74Q (44713.960000 sec): 3 clusters
  Score: Raw -1527526.508801 + Penalty 3126.067115 = -1524400.441686
  nChanged 19
		SP:Iteration 75Q (44714.240000 sec): 3 clusters
  Score: Raw -1527528.956321 + Penalty 3126.067115 = -1524402.889206
  nChanged 16
		SP:Iteration 76Q (44714.460000 sec): 3 clusters
  Score: Raw -1527531.302761 + Penalty 3126.067115 = -1524405.235646
  nChanged 21
		SP:Iteration 77Q (44714.720000 sec): 3 clusters
  Score: Raw -1527534.487984 + Penalty 3126.067115 = -1524408.420869
  nChanged 20
		SP:Iteration 78Q (44715.010000 sec): 3 clusters
  Score: Raw -1527537.512169 + Penalty 3126.067115 = -1524411.445054
  nChanged 20
		SP:Iteration 79Q (44715.260000 sec): 3 clusters
  Score: Raw -1527539.912621 + Penalty 3126.067115 = -1524413.845506
  nChanged 15
		SP:Iteration 80F (44715.470000 sec): 3 clusters
  Score: Raw -1527541.932504 + Penalty 3126.067115 = -1524415.865390
  nChanged 21
		SP:Iteration 81Q (44715.730000 sec): 3 clusters
  Score: Raw -1527545.150320 + Penalty 3126.067115 = -1524419.083205
  nChanged 19
		SP:Iteration 82Q (44716.020000 sec): 3 clusters
  Score: Raw -1527547.809865 + Penalty 3126.067115 = -1524421.742750
  nChanged 14
		SP:Iteration 83Q (44716.300000 sec): 3 clusters
  Score: Raw -1527549.520474 + Penalty 3126.067115 = -1524423.453359
  nChanged 9
		SP:Iteration 84Q (44716.540000 sec): 3 clusters
  Score: Raw -1527550.269148 + Penalty 3126.067115 = -1524424.202033
  nChanged 6
		SP:Iteration 85Q (44716.820000 sec): 3 clusters
  Score: Raw -1527550.686553 + Penalty 3126.067115 = -1524424.619438
  nChanged 4
		SP:Iteration 86Q (44717.050000 sec): 3 clusters
  Score: Raw -1527550.943673 + Penalty 3126.067115 = -1524424.876558
  nChanged 3
		SP:Iteration 87Q (44717.290000 sec): 3 clusters
  Score: Raw -1527551.161993 + Penalty 3126.067115 = -1524425.094878
  nChanged 3
		SP:Iteration 88Q (44717.570000 sec): 3 clusters
  Score: Raw -1527551.354489 + Penalty 3126.067115 = -1524425.287374
  nChanged 1
		SP:Iteration 89Q (44717.780000 sec): 3 clusters
  Score: Raw -1527551.442565 + Penalty 3126.067115 = -1524425.375450
  nChanged 2
		SP:Iteration 90Q (44718.010000 sec): 3 clusters
  Score: Raw -1527551.587571 + Penalty 3126.067115 = -1524425.520456
  nChanged 3
		SP:Iteration 91Q (44718.240000 sec): 3 clusters
  Score: Raw -1527551.789443 + Penalty 3126.067115 = -1524425.722328
  nChanged 4
		SP:Iteration 92Q (44718.520000 sec): 3 clusters
  Score: Raw -1527552.147657 + Penalty 3126.067115 = -1524426.080542
  nChanged 5
		SP:Iteration 93Q (44718.850000 sec): 3 clusters
  Score: Raw -1527552.608064 + Penalty 3126.067115 = -1524426.540949
  nChanged 7
		SP:Iteration 94Q (44719.140000 sec): 3 clusters
  Score: Raw -1527553.334436 + Penalty 3126.067115 = -1524427.267321
  nChanged 6
		SP:Iteration 95Q (44719.340000 sec): 3 clusters
  Score: Raw -1527554.207637 + Penalty 3126.067115 = -1524428.140522
  nChanged 8
		SP:Iteration 96Q (44719.580000 sec): 3 clusters
  Score: Raw -1527555.112153 + Penalty 3126.067115 = -1524429.045038
  nChanged 10
		SP:Iteration 97Q (44719.850000 sec): 3 clusters
  Score: Raw -1527556.319540 + Penalty 3126.067115 = -1524430.252425
  nChanged 7
		SP:Iteration 98Q (44720.080000 sec): 3 clusters
  Score: Raw -1527556.951074 + Penalty 3126.067115 = -1524430.883959
  nChanged 6
		SP:Iteration 99Q (44720.360000 sec): 3 clusters
  Score: Raw -1527557.433847 + Penalty 3126.067115 = -1524431.366732
  nChanged 5
		SP:Iteration 100F (44720.660000 sec): 3 clusters
  Score: Raw -1527557.847091 + Penalty 3126.067115 = -1524431.779976
  nChanged 6
		SP:Iteration 101Q (44720.880000 sec): 3 clusters
  Score: Raw -1527558.234501 + Penalty 3126.067115 = -1524432.167386
  nChanged 9
		SP:Iteration 102Q (44721.140000 sec): 3 clusters
  Score: Raw -1527559.069074 + Penalty 3126.067115 = -1524433.001959
  nChanged 7
		SP:Iteration 103Q (44721.340000 sec): 3 clusters
  Score: Raw -1527559.673062 + Penalty 3126.067115 = -1524433.605948
  nChanged 8
		SP:Iteration 104Q (44721.580000 sec): 3 clusters
  Score: Raw -1527560.532645 + Penalty 3126.067115 = -1524434.465531
  nChanged 10
		SP:Iteration 105Q (44721.870000 sec): 3 clusters
  Score: Raw -1527561.513585 + Penalty 3126.067115 = -1524435.446470
  nChanged 14
		SP:Iteration 106Q (44722.110000 sec): 3 clusters
  Score: Raw -1527562.918582 + Penalty 3126.067115 = -1524436.851467
  nChanged 12
		SP:Iteration 107Q (44722.420000 sec): 3 clusters
  Score: Raw -1527564.087758 + Penalty 3126.067115 = -1524438.020643
  nChanged 13
		SP:Iteration 108Q (44722.680000 sec): 3 clusters
  Score: Raw -1527565.464526 + Penalty 3126.067115 = -1524439.397411
  nChanged 14
		SP:Iteration 109Q (44722.940000 sec): 3 clusters
  Score: Raw -1527566.781241 + Penalty 3126.067115 = -1524440.714126
  nChanged 18
		SP:Iteration 110Q (44723.240000 sec): 3 clusters
  Score: Raw -1527568.944794 + Penalty 3126.067115 = -1524442.877679
  nChanged 18
		SP:Iteration 111Q (44723.460000 sec): 3 clusters
  Score: Raw -1527570.918065 + Penalty 3126.067115 = -1524444.850951
  nChanged 12
		SP:Iteration 112Q (44723.730000 sec): 3 clusters
  Score: Raw -1527572.692033 + Penalty 3126.067115 = -1524446.624918
  nChanged 14
		SP:Iteration 113Q (44724.030000 sec): 3 clusters
  Score: Raw -1527575.067121 + Penalty 3126.067115 = -1524449.000006
  nChanged 15
		SP:Iteration 114Q (44724.290000 sec): 3 clusters
  Score: Raw -1527576.811289 + Penalty 3126.067115 = -1524450.744174
  nChanged 11
		SP:Iteration 115Q (44724.530000 sec): 3 clusters
  Score: Raw -1527577.632358 + Penalty 3126.067115 = -1524451.565244
  nChanged 7
		SP:Iteration 116Q (44724.790000 sec): 3 clusters
  Score: Raw -1527578.573417 + Penalty 3126.067115 = -1524452.506302
  nChanged 8
		SP:Iteration 117Q (44725.040000 sec): 3 clusters
  Score: Raw -1527579.319390 + Penalty 3126.067115 = -1524453.252275
  nChanged 5
		SP:Iteration 118Q (44725.300000 sec): 3 clusters
  Score: Raw -1527580.109880 + Penalty 3126.067115 = -1524454.042766
  nChanged 8
		SP:Iteration 119Q (44725.530000 sec): 3 clusters
  Score: Raw -1527580.645670 + Penalty 3126.067115 = -1524454.578556
  nChanged 3
		SP:Iteration 120F (44725.800000 sec): 3 clusters
  Score: Raw -1527580.939607 + Penalty 3126.067115 = -1524454.872492
  nChanged 2
		SP:Iteration 121Q (44726.080000 sec): 3 clusters
  Score: Raw -1527581.113491 + Penalty 3126.067115 = -1524455.046377
  nChanged 1
		SP:Iteration 122Q (44726.310000 sec): 3 clusters
  Score: Raw -1527581.233369 + Penalty 3126.067115 = -1524455.166254
  nChanged 3
		SP:Iteration 123Q (44726.600000 sec): 3 clusters
  Score: Raw -1527581.652692 + Penalty 3126.067115 = -1524455.585577
  nChanged 5
		SP:Iteration 124Q (44726.880000 sec): 3 clusters
  Score: Raw -1527582.072993 + Penalty 3126.067115 = -1524456.005878
  nChanged 8
		SP:Iteration 125Q (44727.120000 sec): 3 clusters
  Score: Raw -1527582.846562 + Penalty 3126.067115 = -1524456.779447
  nChanged 7
		SP:Iteration 126Q (44727.390000 sec): 3 clusters
  Score: Raw -1527583.710622 + Penalty 3126.067115 = -1524457.643507
  nChanged 8
		SP:Iteration 127Q (44727.640000 sec): 3 clusters
  Score: Raw -1527584.503878 + Penalty 3126.067115 = -1524458.436763
  nChanged 7
		SP:Iteration 128Q (44727.910000 sec): 3 clusters
  Score: Raw -1527585.718111 + Penalty 3126.067115 = -1524459.650996
  nChanged 7
		SP:Iteration 129Q (44728.130000 sec): 3 clusters
  Score: Raw -1527586.348379 + Penalty 3126.067115 = -1524460.281264
  nChanged 8
		SP:Iteration 130Q (44728.350000 sec): 3 clusters
  Score: Raw -1527587.291741 + Penalty 3126.067115 = -1524461.224626
  nChanged 8
		SP:Iteration 131Q (44728.670000 sec): 3 clusters
  Score: Raw -1527587.972796 + Penalty 3126.067115 = -1524461.905681
  nChanged 5
		SP:Iteration 132Q (44728.940000 sec): 3 clusters
  Score: Raw -1527588.211673 + Penalty 3126.067115 = -1524462.144559
  nChanged 4
		SP:Iteration 133Q (44729.200000 sec): 3 clusters
  Score: Raw -1527588.852753 + Penalty 3126.067115 = -1524462.785638
  nChanged 9
		SP:Iteration 134Q (44729.410000 sec): 3 clusters
  Score: Raw -1527590.071434 + Penalty 3126.067115 = -1524464.004319
  nChanged 9
		SP:Iteration 135Q (44729.650000 sec): 3 clusters
  Score: Raw -1527591.604789 + Penalty 3126.067115 = -1524465.537674
  nChanged 11
		SP:Iteration 136Q (44729.920000 sec): 3 clusters
  Score: Raw -1527593.010666 + Penalty 3126.067115 = -1524466.943552
  nChanged 11
		SP:Iteration 137Q (44730.160000 sec): 3 clusters
  Score: Raw -1527593.968700 + Penalty 3126.067115 = -1524467.901585
  nChanged 5
		SP:Iteration 138Q (44730.360000 sec): 3 clusters
  Score: Raw -1527594.522355 + Penalty 3126.067115 = -1524468.455240
  nChanged 9
		SP:Iteration 139Q (44730.650000 sec): 3 clusters
  Score: Raw -1527595.554344 + Penalty 3126.067115 = -1524469.487229
  nChanged 7
		SP:Iteration 140F (44730.930000 sec): 3 clusters
  Score: Raw -1527596.469055 + Penalty 3126.067115 = -1524470.401940
  nChanged 10
		SP:Iteration 141Q (44731.130000 sec): 3 clusters
  Score: Raw -1527597.886205 + Penalty 3126.067115 = -1524471.819090
  nChanged 14
		SP:Iteration 142Q (44731.370000 sec): 3 clusters
  Score: Raw -1527599.953820 + Penalty 3126.067115 = -1524473.886705
  nChanged 20
		SP:Iteration 143Q (44731.630000 sec): 3 clusters
  Score: Raw -1527602.222167 + Penalty 3126.067115 = -1524476.155052
  nChanged 10
		SP:Iteration 144Q (44731.890000 sec): 3 clusters
  Score: Raw -1527603.504561 + Penalty 3126.067115 = -1524477.437447
  nChanged 8
		SP:Iteration 145Q (44732.180000 sec): 3 clusters
  Score: Raw -1527604.212408 + Penalty 3126.067115 = -1524478.145293
  nChanged 4
		SP:Iteration 146Q (44732.430000 sec): 3 clusters
  Score: Raw -1527604.526031 + Penalty 3126.067115 = -1524478.458916
  nChanged 4
		SP:Iteration 147Q (44732.710000 sec): 3 clusters
  Score: Raw -1527604.844380 + Penalty 3126.067115 = -1524478.777266
  nChanged 3
		SP:Iteration 148Q (44732.920000 sec): 3 clusters
  Score: Raw -1527605.155495 + Penalty 3126.067115 = -1524479.088380
  nChanged 5
		SP:Iteration 149Q (44733.200000 sec): 3 clusters
  Score: Raw -1527605.505689 + Penalty 3126.067115 = -1524479.438574
  nChanged 1
		SP:Iteration 150Q (44733.490000 sec): 3 clusters
  Score: Raw -1527605.548967 + Penalty 3126.067115 = -1524479.481852
  nChanged 0
		SP:Iteration 151F (44733.800000 sec): 3 clusters
  Score: Raw -1527605.548967 + Penalty 3126.067115 = -1524479.481852
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44733.900000 sec): 2 clusters
  Score: Raw -1090078.975462 + Penalty 1500.168845 = -1088578.806616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44734.210000 sec): 3 clusters
  Score: Raw -1084314.359376 + Penalty 3000.337691 = -1081314.021686
  nChanged 4376
		SP:Iteration 1F (44734.420000 sec): 3 clusters
  Score: Raw -1086697.359287 + Penalty 3000.337691 = -1083697.021597
  nChanged 612
		SP:Iteration 2F (44734.670000 sec): 3 clusters
  Score: Raw -1087020.070519 + Penalty 3000.337691 = -1084019.732828
  nChanged 588
		SP:Iteration 3F (44734.940000 sec): 3 clusters
  Score: Raw -1087375.599104 + Penalty 3000.337691 = -1084375.261414
  nChanged 555
		SP:Iteration 4F (44735.130000 sec): 3 clusters
  Score: Raw -1087749.692373 + Penalty 3000.337691 = -1084749.354682
  nChanged 547
		SP:Iteration 5F (44735.440000 sec): 3 clusters
  Score: Raw -1088104.030558 + Penalty 3000.337691 = -1085103.692868
  nChanged 573
		SP:Iteration 6F (44735.660000 sec): 3 clusters
  Score: Raw -1088473.420968 + Penalty 3000.337691 = -1085473.083277
  nChanged 518
		SP:Iteration 7F (44735.900000 sec): 3 clusters
  Score: Raw -1088796.737986 + Penalty 3000.337691 = -1085796.400295
  nChanged 432
		SP:Iteration 8Q (44736.120000 sec): 3 clusters
  Score: Raw -1089078.292293 + Penalty 3000.337691 = -1086077.954602
  nChanged 400
		SP:Iteration 9Q (44736.320000 sec): 3 clusters
  Score: Raw -1089301.687744 + Penalty 3000.337691 = -1086301.350053
  nChanged 342
		SP:Iteration 10Q (44736.550000 sec): 3 clusters
  Score: Raw -1089494.684898 + Penalty 3000.337691 = -1086494.347207
  nChanged 299
		SP:Iteration 11Q (44736.740000 sec): 3 clusters
  Score: Raw -1089643.663083 + Penalty 3000.337691 = -1086643.325392
  nChanged 234
		SP:Iteration 12Q (44737.010000 sec): 3 clusters
  Score: Raw -1089736.191094 + Penalty 3000.337691 = -1086735.853404
  nChanged 189
		SP:Iteration 13Q (44737.230000 sec): 3 clusters
  Score: Raw -1089808.035286 + Penalty 3000.337691 = -1086807.697595
  nChanged 175
		SP:Iteration 14Q (44737.530000 sec): 3 clusters
  Score: Raw -1089878.074797 + Penalty 3000.337691 = -1086877.737106
  nChanged 159
		SP:Iteration 15Q (44737.780000 sec): 3 clusters
  Score: Raw -1089949.036747 + Penalty 3000.337691 = -1086948.699057
  nChanged 170
		SP:Iteration 16Q (44738.020000 sec): 3 clusters
  Score: Raw -1090032.539464 + Penalty 3000.337691 = -1087032.201773
  nChanged 181
		SP:Iteration 17Q (44738.230000 sec): 3 clusters
  Score: Raw -1090129.064795 + Penalty 3000.337691 = -1087128.727104
  nChanged 182
		SP:Iteration 18Q (44738.450000 sec): 3 clusters
  Score: Raw -1090222.767443 + Penalty 3000.337691 = -1087222.429752
  nChanged 166
		SP:Iteration 19Q (44738.720000 sec): 3 clusters
  Score: Raw -1090319.499448 + Penalty 3000.337691 = -1087319.161757
  nChanged 183
		SP:Iteration 20F (44738.930000 sec): 3 clusters
  Score: Raw -1090450.538780 + Penalty 3000.337691 = -1087450.201089
  nChanged 166
		SP:Iteration 21Q (44739.190000 sec): 3 clusters
  Score: Raw -1090572.882649 + Penalty 3000.337691 = -1087572.544959
  nChanged 140
		SP:Iteration 22Q (44739.460000 sec): 3 clusters
  Score: Raw -1090669.706378 + Penalty 3000.337691 = -1087669.368688
  nChanged 127
		SP:Iteration 23Q (44739.730000 sec): 3 clusters
  Score: Raw -1090744.476664 + Penalty 3000.337691 = -1087744.138973
  nChanged 105
		SP:Iteration 24Q (44739.940000 sec): 3 clusters
  Score: Raw -1090794.201619 + Penalty 3000.337691 = -1087793.863928
  nChanged 67
		SP:Iteration 25Q (44740.090000 sec): 3 clusters
  Score: Raw -1090820.254155 + Penalty 3000.337691 = -1087819.916464
  nChanged 59
		SP:Iteration 26Q (44740.340000 sec): 3 clusters
  Score: Raw -1090840.858075 + Penalty 3000.337691 = -1087840.520385
  nChanged 37
		SP:Iteration 27Q (44740.590000 sec): 3 clusters
  Score: Raw -1090850.937979 + Penalty 3000.337691 = -1087850.600288
  nChanged 26
		SP:Iteration 28Q (44740.840000 sec): 3 clusters
  Score: Raw -1090858.101115 + Penalty 3000.337691 = -1087857.763425
  nChanged 18
		SP:Iteration 29Q (44741.020000 sec): 3 clusters
  Score: Raw -1090861.839869 + Penalty 3000.337691 = -1087861.502179
  nChanged 12
		SP:Iteration 30Q (44741.280000 sec): 3 clusters
  Score: Raw -1090863.625221 + Penalty 3000.337691 = -1087863.287530
  nChanged 10
		SP:Iteration 31Q (44741.500000 sec): 3 clusters
  Score: Raw -1090865.621342 + Penalty 3000.337691 = -1087865.283652
  nChanged 11
		SP:Iteration 32Q (44741.800000 sec): 3 clusters
  Score: Raw -1090867.273416 + Penalty 3000.337691 = -1087866.935726
  nChanged 6
		SP:Iteration 33Q (44741.990000 sec): 3 clusters
  Score: Raw -1090868.149616 + Penalty 3000.337691 = -1087867.811926
  nChanged 1
		SP:Iteration 34Q (44742.220000 sec): 3 clusters
  Score: Raw -1090868.261584 + Penalty 3000.337691 = -1087867.923893
  nChanged 2
		SP:Iteration 35Q (44742.410000 sec): 3 clusters
  Score: Raw -1090868.505251 + Penalty 3000.337691 = -1087868.167561
  nChanged 3
		SP:Iteration 36Q (44742.690000 sec): 3 clusters
  Score: Raw -1090868.968932 + Penalty 3000.337691 = -1087868.631242
  nChanged 1
		SP:Iteration 37Q (44742.940000 sec): 3 clusters
  Score: Raw -1090868.998070 + Penalty 3000.337691 = -1087868.660379
  nChanged 0
		SP:Iteration 38F (44743.230000 sec): 3 clusters
  Score: Raw -1090868.998070 + Penalty 3000.337691 = -1087868.660379
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44743.420000 sec): 2 clusters
  Score: Raw -1923263.650921 + Penalty 1597.497778 = -1921666.153143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44743.750000 sec): 3 clusters
  Score: Raw -1912157.058372 + Penalty 3194.995556 = -1908962.062816
  nChanged 8360
		SP:Iteration 1F (44744.000000 sec): 3 clusters
  Score: Raw -1916996.014849 + Penalty 3194.995556 = -1913801.019293
  nChanged 1169
		SP:Iteration 2F (44744.310000 sec): 3 clusters
  Score: Raw -1917524.232819 + Penalty 3194.995556 = -1914329.237263
  nChanged 1113
		SP:Iteration 3F (44744.580000 sec): 3 clusters
  Score: Raw -1918085.959962 + Penalty 3194.995556 = -1914890.964406
  nChanged 1095
		SP:Iteration 4F (44744.880000 sec): 3 clusters
  Score: Raw -1918688.380877 + Penalty 3194.995556 = -1915493.385321
  nChanged 1156
		SP:Iteration 5F (44745.160000 sec): 3 clusters
  Score: Raw -1919402.052049 + Penalty 3194.995556 = -1916207.056493
  nChanged 1082
		SP:Iteration 6F (44745.480000 sec): 3 clusters
  Score: Raw -1920102.639760 + Penalty 3194.995556 = -1916907.644204
  nChanged 961
		SP:Iteration 7F (44745.740000 sec): 3 clusters
  Score: Raw -1920753.737400 + Penalty 3194.995556 = -1917558.741844
  nChanged 817
		SP:Iteration 8Q (44746.040000 sec): 3 clusters
  Score: Raw -1921353.535912 + Penalty 3194.995556 = -1918158.540356
  nChanged 735
		SP:Iteration 9Q (44746.360000 sec): 3 clusters
  Score: Raw -1921960.284488 + Penalty 3194.995556 = -1918765.288932
  nChanged 617
		SP:Iteration 10Q (44746.650000 sec): 3 clusters
  Score: Raw -1922497.867643 + Penalty 3194.995556 = -1919302.872087
  nChanged 449
		SP:Iteration 11Q (44746.940000 sec): 3 clusters
  Score: Raw -1922886.532864 + Penalty 3194.995556 = -1919691.537308
  nChanged 340
		SP:Iteration 12Q (44747.230000 sec): 3 clusters
  Score: Raw -1923126.489014 + Penalty 3194.995556 = -1919931.493458
  nChanged 252
		SP:Iteration 13Q (44747.470000 sec): 3 clusters
  Score: Raw -1923255.735637 + Penalty 3194.995556 = -1920060.740081
  nChanged 161
		SP:Iteration 14Q (44747.740000 sec): 3 clusters
  Score: Raw -1923338.324195 + Penalty 3194.995556 = -1920143.328639
  nChanged 119
		SP:Iteration 15Q (44747.980000 sec): 3 clusters
  Score: Raw -1923388.986769 + Penalty 3194.995556 = -1920193.991213
  nChanged 104
		SP:Iteration 16Q (44748.230000 sec): 3 clusters
  Score: Raw -1923432.569228 + Penalty 3194.995556 = -1920237.573672
  nChanged 92
		SP:Iteration 17Q (44748.540000 sec): 3 clusters
  Score: Raw -1923468.941110 + Penalty 3194.995556 = -1920273.945554
  nChanged 69
		SP:Iteration 18Q (44748.740000 sec): 3 clusters
  Score: Raw -1923493.787156 + Penalty 3194.995556 = -1920298.791600
  nChanged 53
		SP:Iteration 19Q (44749.000000 sec): 3 clusters
  Score: Raw -1923508.904741 + Penalty 3194.995556 = -1920313.909186
  nChanged 50
		SP:Iteration 20F (44749.320000 sec): 3 clusters
  Score: Raw -1923527.351874 + Penalty 3194.995556 = -1920332.356319
  nChanged 44
		SP:Iteration 21Q (44749.580000 sec): 3 clusters
  Score: Raw -1923541.453980 + Penalty 3194.995556 = -1920346.458424
  nChanged 44
		SP:Iteration 22Q (44749.800000 sec): 3 clusters
  Score: Raw -1923557.294105 + Penalty 3194.995556 = -1920362.298549
  nChanged 42
		SP:Iteration 23Q (44750.090000 sec): 3 clusters
  Score: Raw -1923572.287210 + Penalty 3194.995556 = -1920377.291654
  nChanged 41
		SP:Iteration 24Q (44750.380000 sec): 3 clusters
  Score: Raw -1923592.739716 + Penalty 3194.995556 = -1920397.744161
  nChanged 42
		SP:Iteration 25Q (44750.580000 sec): 3 clusters
  Score: Raw -1923620.204536 + Penalty 3194.995556 = -1920425.208980
  nChanged 51
		SP:Iteration 26Q (44750.880000 sec): 3 clusters
  Score: Raw -1923646.429046 + Penalty 3194.995556 = -1920451.433490
  nChanged 48
		SP:Iteration 27Q (44751.150000 sec): 3 clusters
  Score: Raw -1923667.871189 + Penalty 3194.995556 = -1920472.875633
  nChanged 45
		SP:Iteration 28Q (44751.380000 sec): 3 clusters
  Score: Raw -1923682.781105 + Penalty 3194.995556 = -1920487.785549
  nChanged 41
		SP:Iteration 29Q (44751.620000 sec): 3 clusters
  Score: Raw -1923696.087849 + Penalty 3194.995556 = -1920501.092293
  nChanged 35
		SP:Iteration 30Q (44751.880000 sec): 3 clusters
  Score: Raw -1923704.842587 + Penalty 3194.995556 = -1920509.847031
  nChanged 24
		SP:Iteration 31Q (44752.160000 sec): 3 clusters
  Score: Raw -1923710.540818 + Penalty 3194.995556 = -1920515.545262
  nChanged 12
		SP:Iteration 32Q (44752.370000 sec): 3 clusters
  Score: Raw -1923713.442831 + Penalty 3194.995556 = -1920518.447275
  nChanged 13
		SP:Iteration 33Q (44752.580000 sec): 3 clusters
  Score: Raw -1923716.565205 + Penalty 3194.995556 = -1920521.569649
  nChanged 11
		SP:Iteration 34Q (44752.830000 sec): 3 clusters
  Score: Raw -1923718.036218 + Penalty 3194.995556 = -1920523.040662
  nChanged 4
		SP:Iteration 35Q (44753.090000 sec): 3 clusters
  Score: Raw -1923719.078459 + Penalty 3194.995556 = -1920524.082903
  nChanged 6
		SP:Iteration 36Q (44753.370000 sec): 3 clusters
  Score: Raw -1923720.060737 + Penalty 3194.995556 = -1920525.065181
  nChanged 1
		SP:Iteration 37Q (44753.640000 sec): 3 clusters
  Score: Raw -1923720.149133 + Penalty 3194.995556 = -1920525.153577
  nChanged 0
		SP:Iteration 38F (44753.880000 sec): 3 clusters
  Score: Raw -1923720.149133 + Penalty 3194.995556 = -1920525.153577
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44754.000000 sec): 2 clusters
  Score: Raw -142737.307462 + Penalty 1186.326832 = -141550.980630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44754.140000 sec): 3 clusters
  Score: Raw -142205.862843 + Penalty 2372.653665 = -139833.209178
  nChanged 503
		SP:Iteration 1F (44754.320000 sec): 3 clusters
  Score: Raw -142689.876701 + Penalty 2372.653665 = -140317.223036
  nChanged 128
		SP:Iteration 2F (44754.520000 sec): 3 clusters
  Score: Raw -142829.423520 + Penalty 2372.653665 = -140456.769856
  nChanged 83
		SP:Iteration 3F (44754.680000 sec): 3 clusters
  Score: Raw -142910.122488 + Penalty 2372.653665 = -140537.468823
  nChanged 47
		SP:Iteration 4Q (44754.820000 sec): 3 clusters
  Score: Raw -142962.779823 + Penalty 2372.653665 = -140590.126158
  nChanged 43
		SP:Iteration 5Q (44754.980000 sec): 3 clusters
  Score: Raw -143008.089008 + Penalty 2372.653665 = -140635.435343
  nChanged 39
		SP:Iteration 6Q (44755.140000 sec): 3 clusters
  Score: Raw -143046.994622 + Penalty 2372.653665 = -140674.340957
  nChanged 19
		SP:Iteration 7Q (44755.270000 sec): 3 clusters
  Score: Raw -143066.471316 + Penalty 2372.653665 = -140693.817651
  nChanged 12
		SP:Iteration 8Q (44755.410000 sec): 3 clusters
  Score: Raw -143079.790318 + Penalty 2372.653665 = -140707.136653
  nChanged 11
		SP:Iteration 9Q (44755.560000 sec): 3 clusters
  Score: Raw -143087.447878 + Penalty 2372.653665 = -140714.794214
  nChanged 6
		SP:Iteration 10Q (44755.760000 sec): 3 clusters
  Score: Raw -143105.955512 + Penalty 2372.653665 = -140733.301847
  nChanged 10
		SP:Iteration 11Q (44755.940000 sec): 3 clusters
  Score: Raw -143116.808248 + Penalty 2372.653665 = -140744.154583
  nChanged 12
		SP:Iteration 12Q (44756.120000 sec): 3 clusters
  Score: Raw -143128.287255 + Penalty 2372.653665 = -140755.633591
  nChanged 8
		SP:Iteration 13Q (44756.290000 sec): 3 clusters
  Score: Raw -143136.310378 + Penalty 2372.653665 = -140763.656713
  nChanged 9
		SP:Iteration 14Q (44756.500000 sec): 3 clusters
  Score: Raw -143146.037932 + Penalty 2372.653665 = -140773.384267
  nChanged 7
		SP:Iteration 15Q (44756.690000 sec): 3 clusters
  Score: Raw -143152.422655 + Penalty 2372.653665 = -140779.768990
  nChanged 5
		SP:Iteration 16Q (44756.890000 sec): 3 clusters
  Score: Raw -143160.952500 + Penalty 2372.653665 = -140788.298835
  nChanged 3
		SP:Iteration 17Q (44757.080000 sec): 3 clusters
  Score: Raw -143163.442897 + Penalty 2372.653665 = -140790.789233
  nChanged 2
		SP:Iteration 18Q (44757.260000 sec): 3 clusters
  Score: Raw -143164.304216 + Penalty 2372.653665 = -140791.650551
  nChanged 1
		SP:Iteration 19Q (44757.440000 sec): 3 clusters
  Score: Raw -143164.972618 + Penalty 2372.653665 = -140792.318954
  nChanged 0
		SP:Iteration 20F (44757.650000 sec): 3 clusters
  Score: Raw -143164.972618 + Penalty 2372.653665 = -140792.318954
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44757.780000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44758.000000 sec): 3 clusters
  Score: Raw -430283.596044 + Penalty 2708.859280 = -427574.736764
  nChanged 1650
		SP:Iteration 1F (44758.190000 sec): 3 clusters
  Score: Raw -431198.148204 + Penalty 2708.859280 = -428489.288924
  nChanged 291
		SP:Iteration 2F (44758.350000 sec): 3 clusters
  Score: Raw -431356.211692 + Penalty 2708.859280 = -428647.352412
  nChanged 195
		SP:Iteration 3Q (44758.510000 sec): 3 clusters
  Score: Raw -431439.547483 + Penalty 2708.859280 = -428730.688203
  nChanged 157
		SP:Iteration 4Q (44758.720000 sec): 3 clusters
  Score: Raw -431506.319533 + Penalty 2708.859280 = -428797.460252
  nChanged 109
		SP:Iteration 5Q (44758.910000 sec): 3 clusters
  Score: Raw -431567.307567 + Penalty 2708.859280 = -428858.448287
  nChanged 124
		SP:Iteration 6Q (44759.100000 sec): 3 clusters
  Score: Raw -431649.904343 + Penalty 2708.859280 = -428941.045063
  nChanged 149
		SP:Iteration 7Q (44759.280000 sec): 3 clusters
  Score: Raw -431762.275162 + Penalty 2708.859280 = -429053.415882
  nChanged 165
		SP:Iteration 8Q (44759.520000 sec): 3 clusters
  Score: Raw -431890.549713 + Penalty 2708.859280 = -429181.690432
  nChanged 185
		SP:Iteration 9Q (44759.700000 sec): 3 clusters
  Score: Raw -432020.313993 + Penalty 2708.859280 = -429311.454713
  nChanged 186
		SP:Iteration 10Q (44759.880000 sec): 3 clusters
  Score: Raw -432146.896780 + Penalty 2708.859280 = -429438.037500
  nChanged 175
		SP:Iteration 11Q (44760.090000 sec): 3 clusters
  Score: Raw -432276.722785 + Penalty 2708.859280 = -429567.863505
  nChanged 145
		SP:Iteration 12Q (44760.240000 sec): 3 clusters
  Score: Raw -432390.252029 + Penalty 2708.859280 = -429681.392749
  nChanged 138
		SP:Iteration 13Q (44760.390000 sec): 3 clusters
  Score: Raw -432517.502122 + Penalty 2708.859280 = -429808.642842
  nChanged 125
		SP:Iteration 14Q (44760.560000 sec): 3 clusters
  Score: Raw -432630.096270 + Penalty 2708.859280 = -429921.236990
  nChanged 94
		SP:Iteration 15Q (44760.780000 sec): 3 clusters
  Score: Raw -432712.277224 + Penalty 2708.859280 = -430003.417943
  nChanged 79
		SP:Iteration 16Q (44760.940000 sec): 3 clusters
  Score: Raw -432776.561497 + Penalty 2708.859280 = -430067.702217
  nChanged 65
		SP:Iteration 17Q (44761.150000 sec): 3 clusters
  Score: Raw -432831.282885 + Penalty 2708.859280 = -430122.423605
  nChanged 46
		SP:Iteration 18Q (44761.330000 sec): 3 clusters
  Score: Raw -432871.066983 + Penalty 2708.859280 = -430162.207703
  nChanged 25
		SP:Iteration 19Q (44761.530000 sec): 3 clusters
  Score: Raw -432883.218903 + Penalty 2708.859280 = -430174.359623
  nChanged 14
		SP:Iteration 20F (44761.720000 sec): 3 clusters
  Score: Raw -432890.001394 + Penalty 2708.859280 = -430181.142114
  nChanged 18
		SP:Iteration 21Q (44761.880000 sec): 3 clusters
  Score: Raw -432899.007744 + Penalty 2708.859280 = -430190.148464
  nChanged 11
		SP:Iteration 22Q (44762.080000 sec): 3 clusters
  Score: Raw -432904.683537 + Penalty 2708.859280 = -430195.824257
  nChanged 9
		SP:Iteration 23Q (44762.240000 sec): 3 clusters
  Score: Raw -432909.390478 + Penalty 2708.859280 = -430200.531198
  nChanged 5
		SP:Iteration 24Q (44762.430000 sec): 3 clusters
  Score: Raw -432911.551988 + Penalty 2708.859280 = -430202.692708
  nChanged 10
		SP:Iteration 25Q (44762.640000 sec): 3 clusters
  Score: Raw -432914.850024 + Penalty 2708.859280 = -430205.990744
  nChanged 5
		SP:Iteration 26Q (44762.870000 sec): 3 clusters
  Score: Raw -432917.649571 + Penalty 2708.859280 = -430208.790291
  nChanged 5
		SP:Iteration 27Q (44763.070000 sec): 3 clusters
  Score: Raw -432919.025910 + Penalty 2708.859280 = -430210.166629
  nChanged 2
		SP:Iteration 28Q (44763.230000 sec): 3 clusters
  Score: Raw -432919.453712 + Penalty 2708.859280 = -430210.594432
  nChanged 0
		SP:Iteration 29F (44763.430000 sec): 3 clusters
  Score: Raw -432919.453712 + Penalty 2708.859280 = -430210.594432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44763.580000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44763.750000 sec): 3 clusters
  Score: Raw -53035.881105 + Penalty 2028.722561 = -51007.158543
  nChanged 143
		SP:Iteration 1F (44763.930000 sec): 3 clusters
  Score: Raw -53357.940807 + Penalty 2028.722561 = -51329.218245
  nChanged 74
		SP:Iteration 2F (44764.140000 sec): 3 clusters
  Score: Raw -53601.715303 + Penalty 2028.722561 = -51572.992742
  nChanged 34
		SP:Iteration 3F (44764.360000 sec): 3 clusters
  Score: Raw -53689.251583 + Penalty 2028.722561 = -51660.529022
  nChanged 12
		SP:Iteration 4Q (44764.540000 sec): 3 clusters
  Score: Raw -53717.199206 + Penalty 2028.722561 = -51688.476645
  nChanged 7
		SP:Iteration 5Q (44764.740000 sec): 3 clusters
  Score: Raw -53730.968207 + Penalty 2028.722561 = -51702.245646
  nChanged 5
		SP:Iteration 6Q (44764.910000 sec): 3 clusters
  Score: Raw -53739.485468 + Penalty 2028.722561 = -51710.762907
  nChanged 2
		SP:Iteration 7Q (44765.100000 sec): 3 clusters
  Score: Raw -53743.130174 + Penalty 2028.722561 = -51714.407613
  nChanged 0
		SP:Iteration 8F (44765.260000 sec): 3 clusters
  Score: Raw -53743.130174 + Penalty 2028.722561 = -51714.407613
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409803 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44766.770000 sec): 2 clusters
  Score: Raw -42902397.749487 + Penalty 2100.057673 = -42900297.691814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44768.820000 sec): 3 clusters
  Score: Raw -42626913.160639 + Penalty 4200.115347 = -42622713.045293
  nChanged 200686
		SP:Iteration 1F (44770.990000 sec): 3 clusters
  Score: Raw -42748370.845431 + Penalty 4200.115347 = -42744170.730084
  nChanged 10742
		SP:Iteration 2Q (44773.380000 sec): 3 clusters
  Score: Raw -42751038.052104 + Penalty 4200.115347 = -42746837.936758
  nChanged 12699
		SP:Iteration 3Q (44775.620000 sec): 3 clusters
  Score: Raw -42755129.081447 + Penalty 4200.115347 = -42750928.966100
  nChanged 16314
		SP:Iteration 4Q (44777.940000 sec): 3 clusters
  Score: Raw -42761963.631506 + Penalty 4200.115347 = -42757763.516159
  nChanged 21697
		SP:Iteration 5F (44780.030000 sec): 3 clusters
  Score: Raw -42773922.421403 + Penalty 4200.115347 = -42769722.306057
  nChanged 28325
		SP:Iteration 6F (44781.850000 sec): 3 clusters
  Score: Raw -42793829.686687 + Penalty 4200.115347 = -42789629.571340
  nChanged 34055
		SP:Iteration 7F (44784.010000 sec): 3 clusters
  Score: Raw -42822450.959062 + Penalty 4200.115347 = -42818250.843715
  nChanged 33819
		SP:Iteration 8F (44786.160000 sec): 3 clusters
  Score: Raw -42853540.848695 + Penalty 4200.115347 = -42849340.733349
  nChanged 26079
		SP:Iteration 9F (44788.280000 sec): 3 clusters
  Score: Raw -42878169.443883 + Penalty 4200.115347 = -42873969.328536
  nChanged 15717
		SP:Iteration 10Q (44790.500000 sec): 3 clusters
  Score: Raw -42892820.783541 + Penalty 4200.115347 = -42888620.668195
  nChanged 7135
		SP:Iteration 11Q (44792.520000 sec): 3 clusters
  Score: Raw -42899156.380055 + Penalty 4200.115347 = -42894956.264708
  nChanged 2731
		SP:Iteration 12Q (44794.440000 sec): 3 clusters
  Score: Raw -42901475.414386 + Penalty 4200.115347 = -42897275.299040
  nChanged 836
		SP:Iteration 13Q (44796.200000 sec): 3 clusters
  Score: Raw -42902155.792462 + Penalty 4200.115347 = -42897955.677115
  nChanged 280
		SP:Iteration 14Q (44797.940000 sec): 3 clusters
  Score: Raw -42902392.951978 + Penalty 4200.115347 = -42898192.836632
  nChanged 130
		SP:Iteration 15Q (44799.960000 sec): 3 clusters
  Score: Raw -42902516.279397 + Penalty 4200.115347 = -42898316.164050
  nChanged 57
		SP:Iteration 16Q (44801.950000 sec): 3 clusters
  Score: Raw -42902582.578128 + Penalty 4200.115347 = -42898382.462782
  nChanged 36
		SP:Iteration 17Q (44804.040000 sec): 3 clusters
  Score: Raw -42902613.857009 + Penalty 4200.115347 = -42898413.741662
  nChanged 21
		SP:Iteration 18Q (44806.230000 sec): 3 clusters
  Score: Raw -42902633.995445 + Penalty 4200.115347 = -42898433.880099
  nChanged 12
		SP:Iteration 19Q (44808.360000 sec): 3 clusters
  Score: Raw -42902647.631621 + Penalty 4200.115347 = -42898447.516275
  nChanged 3
		SP:Iteration 20F (44810.540000 sec): 3 clusters
  Score: Raw -42902651.389659 + Penalty 4200.115347 = -42898451.274313
  nChanged 4
		SP:Iteration 21Q (44812.810000 sec): 3 clusters
  Score: Raw -42902658.418250 + Penalty 4200.115347 = -42898458.302903
  nChanged 3
		SP:Iteration 22Q (44814.860000 sec): 3 clusters
  Score: Raw -42902661.707740 + Penalty 4200.115347 = -42898461.592393
  nChanged 4
		SP:Iteration 23Q (44816.960000 sec): 3 clusters
  Score: Raw -42902665.458266 + Penalty 4200.115347 = -42898465.342919
  nChanged 2
		SP:Iteration 24Q (44818.980000 sec): 3 clusters
  Score: Raw -42902666.457226 + Penalty 4200.115347 = -42898466.341880
  nChanged 0
		SP:Iteration 25F (44821.270000 sec): 3 clusters
  Score: Raw -42902666.457226 + Penalty 4200.115347 = -42898466.341880
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44821.610000 sec): 2 clusters
  Score: Raw -1328169.307927 + Penalty 1539.788811 = -1326629.519117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44821.850000 sec): 3 clusters
  Score: Raw -1320591.232337 + Penalty 3079.577621 = -1317511.654716
  nChanged 5701
		SP:Iteration 1F (44822.100000 sec): 3 clusters
  Score: Raw -1323647.909653 + Penalty 3079.577621 = -1320568.332032
  nChanged 804
		SP:Iteration 2F (44822.340000 sec): 3 clusters
  Score: Raw -1324038.066291 + Penalty 3079.577621 = -1320958.488670
  nChanged 763
		SP:Iteration 3F (44822.570000 sec): 3 clusters
  Score: Raw -1324423.666038 + Penalty 3079.577621 = -1321344.088417
  nChanged 710
		SP:Iteration 4F (44822.810000 sec): 3 clusters
  Score: Raw -1324805.809677 + Penalty 3079.577621 = -1321726.232056
  nChanged 736
		SP:Iteration 5F (44822.980000 sec): 3 clusters
  Score: Raw -1325222.669764 + Penalty 3079.577621 = -1322143.092143
  nChanged 701
		SP:Iteration 6F (44823.230000 sec): 3 clusters
  Score: Raw -1325619.251245 + Penalty 3079.577621 = -1322539.673624
  nChanged 632
		SP:Iteration 7Q (44823.450000 sec): 3 clusters
  Score: Raw -1325988.684914 + Penalty 3079.577621 = -1322909.107292
  nChanged 533
		SP:Iteration 8Q (44823.660000 sec): 3 clusters
  Score: Raw -1326302.504194 + Penalty 3079.577621 = -1323222.926573
  nChanged 470
		SP:Iteration 9Q (44823.950000 sec): 3 clusters
  Score: Raw -1326560.196637 + Penalty 3079.577621 = -1323480.619016
  nChanged 410
		SP:Iteration 10Q (44824.220000 sec): 3 clusters
  Score: Raw -1326771.167805 + Penalty 3079.577621 = -1323691.590184
  nChanged 339
		SP:Iteration 11Q (44824.470000 sec): 3 clusters
  Score: Raw -1326937.576302 + Penalty 3079.577621 = -1323857.998681
  nChanged 303
		SP:Iteration 12Q (44824.710000 sec): 3 clusters
  Score: Raw -1327087.631534 + Penalty 3079.577621 = -1324008.053913
  nChanged 270
		SP:Iteration 13Q (44824.950000 sec): 3 clusters
  Score: Raw -1327237.118278 + Penalty 3079.577621 = -1324157.540657
  nChanged 227
		SP:Iteration 14Q (44825.170000 sec): 3 clusters
  Score: Raw -1327360.842293 + Penalty 3079.577621 = -1324281.264671
  nChanged 212
		SP:Iteration 15Q (44825.450000 sec): 3 clusters
  Score: Raw -1327484.119500 + Penalty 3079.577621 = -1324404.541879
  nChanged 183
		SP:Iteration 16Q (44825.660000 sec): 3 clusters
  Score: Raw -1327585.325239 + Penalty 3079.577621 = -1324505.747618
  nChanged 176
		SP:Iteration 17Q (44825.910000 sec): 3 clusters
  Score: Raw -1327687.135705 + Penalty 3079.577621 = -1324607.558084
  nChanged 150
		SP:Iteration 18Q (44826.100000 sec): 3 clusters
  Score: Raw -1327769.419245 + Penalty 3079.577621 = -1324689.841624
  nChanged 138
		SP:Iteration 19Q (44826.350000 sec): 3 clusters
  Score: Raw -1327848.787076 + Penalty 3079.577621 = -1324769.209455
  nChanged 166
		SP:Iteration 20F (44826.580000 sec): 3 clusters
  Score: Raw -1327955.689711 + Penalty 3079.577621 = -1324876.112090
  nChanged 144
		SP:Iteration 21Q (44826.810000 sec): 3 clusters
  Score: Raw -1328040.276617 + Penalty 3079.577621 = -1324960.698996
  nChanged 133
		SP:Iteration 22Q (44827.060000 sec): 3 clusters
  Score: Raw -1328113.594415 + Penalty 3079.577621 = -1325034.016794
  nChanged 133
		SP:Iteration 23Q (44827.270000 sec): 3 clusters
  Score: Raw -1328194.939008 + Penalty 3079.577621 = -1325115.361387
  nChanged 119
		SP:Iteration 24Q (44827.540000 sec): 3 clusters
  Score: Raw -1328262.747056 + Penalty 3079.577621 = -1325183.169435
  nChanged 106
		SP:Iteration 25Q (44827.760000 sec): 3 clusters
  Score: Raw -1328309.452993 + Penalty 3079.577621 = -1325229.875372
  nChanged 90
		SP:Iteration 26Q (44827.940000 sec): 3 clusters
  Score: Raw -1328346.239528 + Penalty 3079.577621 = -1325266.661907
  nChanged 73
		SP:Iteration 27Q (44828.210000 sec): 3 clusters
  Score: Raw -1328374.184622 + Penalty 3079.577621 = -1325294.607001
  nChanged 65
		SP:Iteration 28Q (44828.410000 sec): 3 clusters
  Score: Raw -1328401.375680 + Penalty 3079.577621 = -1325321.798059
  nChanged 48
		SP:Iteration 29Q (44828.650000 sec): 3 clusters
  Score: Raw -1328421.898690 + Penalty 3079.577621 = -1325342.321069
  nChanged 48
		SP:Iteration 30Q (44828.890000 sec): 3 clusters
  Score: Raw -1328439.205426 + Penalty 3079.577621 = -1325359.627805
  nChanged 44
		SP:Iteration 31Q (44829.100000 sec): 3 clusters
  Score: Raw -1328453.243780 + Penalty 3079.577621 = -1325373.666159
  nChanged 37
		SP:Iteration 32Q (44829.300000 sec): 3 clusters
  Score: Raw -1328462.879131 + Penalty 3079.577621 = -1325383.301510
  nChanged 29
		SP:Iteration 33Q (44829.570000 sec): 3 clusters
  Score: Raw -1328471.468672 + Penalty 3079.577621 = -1325391.891050
  nChanged 27
		SP:Iteration 34Q (44829.810000 sec): 3 clusters
  Score: Raw -1328478.639328 + Penalty 3079.577621 = -1325399.061707
  nChanged 25
		SP:Iteration 35Q (44830.030000 sec): 3 clusters
  Score: Raw -1328484.001362 + Penalty 3079.577621 = -1325404.423741
  nChanged 17
		SP:Iteration 36Q (44830.270000 sec): 3 clusters
  Score: Raw -1328487.753451 + Penalty 3079.577621 = -1325408.175830
  nChanged 17
		SP:Iteration 37Q (44830.470000 sec): 3 clusters
  Score: Raw -1328491.633166 + Penalty 3079.577621 = -1325412.055544
  nChanged 18
		SP:Iteration 38Q (44830.680000 sec): 3 clusters
  Score: Raw -1328498.240428 + Penalty 3079.577621 = -1325418.662807
  nChanged 17
		SP:Iteration 39Q (44830.870000 sec): 3 clusters
  Score: Raw -1328502.846164 + Penalty 3079.577621 = -1325423.268543
  nChanged 15
		SP:Iteration 40F (44831.130000 sec): 3 clusters
  Score: Raw -1328507.438848 + Penalty 3079.577621 = -1325427.861227
  nChanged 14
		SP:Iteration 41Q (44831.410000 sec): 3 clusters
  Score: Raw -1328510.783382 + Penalty 3079.577621 = -1325431.205761
  nChanged 14
		SP:Iteration 42Q (44831.640000 sec): 3 clusters
  Score: Raw -1328514.444126 + Penalty 3079.577621 = -1325434.866505
  nChanged 10
		SP:Iteration 43Q (44831.890000 sec): 3 clusters
  Score: Raw -1328516.708030 + Penalty 3079.577621 = -1325437.130409
  nChanged 14
		SP:Iteration 44Q (44832.080000 sec): 3 clusters
  Score: Raw -1328519.559813 + Penalty 3079.577621 = -1325439.982192
  nChanged 9
		SP:Iteration 45Q (44832.310000 sec): 3 clusters
  Score: Raw -1328522.371317 + Penalty 3079.577621 = -1325442.793695
  nChanged 11
		SP:Iteration 46Q (44832.580000 sec): 3 clusters
  Score: Raw -1328526.239461 + Penalty 3079.577621 = -1325446.661840
  nChanged 12
		SP:Iteration 47Q (44832.780000 sec): 3 clusters
  Score: Raw -1328529.445348 + Penalty 3079.577621 = -1325449.867727
  nChanged 10
		SP:Iteration 48Q (44833.000000 sec): 3 clusters
  Score: Raw -1328531.459857 + Penalty 3079.577621 = -1325451.882236
  nChanged 4
		SP:Iteration 49Q (44833.230000 sec): 3 clusters
  Score: Raw -1328531.992805 + Penalty 3079.577621 = -1325452.415184
  nChanged 3
		SP:Iteration 50Q (44833.440000 sec): 3 clusters
  Score: Raw -1328532.218414 + Penalty 3079.577621 = -1325452.640793
  nChanged 0
		SP:Iteration 51F (44833.710000 sec): 3 clusters
  Score: Raw -1328532.218414 + Penalty 3079.577621 = -1325452.640793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44833.800000 sec): 2 clusters
  Score: Raw -130477.725221 + Penalty 1169.583245 = -129308.141976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44833.940000 sec): 3 clusters
  Score: Raw -130004.257427 + Penalty 2339.166490 = -127665.090937
  nChanged 421
		SP:Iteration 1F (44834.090000 sec): 3 clusters
  Score: Raw -130359.713740 + Penalty 2339.166490 = -128020.547250
  nChanged 120
		SP:Iteration 2F (44834.280000 sec): 3 clusters
  Score: Raw -130490.327439 + Penalty 2339.166490 = -128151.160949
  nChanged 80
		SP:Iteration 3F (44834.430000 sec): 3 clusters
  Score: Raw -130580.269901 + Penalty 2339.166490 = -128241.103411
  nChanged 73
		SP:Iteration 4F (44834.640000 sec): 3 clusters
  Score: Raw -130667.205010 + Penalty 2339.166490 = -128328.038520
  nChanged 60
		SP:Iteration 5Q (44834.790000 sec): 3 clusters
  Score: Raw -130744.298762 + Penalty 2339.166490 = -128405.132271
  nChanged 47
		SP:Iteration 6Q (44834.920000 sec): 3 clusters
  Score: Raw -130792.691402 + Penalty 2339.166490 = -128453.524912
  nChanged 30
		SP:Iteration 7Q (44835.080000 sec): 3 clusters
  Score: Raw -130831.271355 + Penalty 2339.166490 = -128492.104865
  nChanged 34
		SP:Iteration 8Q (44835.270000 sec): 3 clusters
  Score: Raw -130868.245153 + Penalty 2339.166490 = -128529.078662
  nChanged 27
		SP:Iteration 9Q (44835.420000 sec): 3 clusters
  Score: Raw -130900.027802 + Penalty 2339.166490 = -128560.861312
  nChanged 21
		SP:Iteration 10Q (44835.570000 sec): 3 clusters
  Score: Raw -130936.931586 + Penalty 2339.166490 = -128597.765096
  nChanged 28
		SP:Iteration 11Q (44835.730000 sec): 3 clusters
  Score: Raw -130979.961604 + Penalty 2339.166490 = -128640.795114
  nChanged 24
		SP:Iteration 12Q (44835.900000 sec): 3 clusters
  Score: Raw -131014.901493 + Penalty 2339.166490 = -128675.735003
  nChanged 25
		SP:Iteration 13Q (44836.090000 sec): 3 clusters
  Score: Raw -131048.617356 + Penalty 2339.166490 = -128709.450866
  nChanged 26
		SP:Iteration 14Q (44836.270000 sec): 3 clusters
  Score: Raw -131088.783513 + Penalty 2339.166490 = -128749.617023
  nChanged 19
		SP:Iteration 15Q (44836.480000 sec): 3 clusters
  Score: Raw -131112.392317 + Penalty 2339.166490 = -128773.225827
  nChanged 14
		SP:Iteration 16Q (44836.590000 sec): 3 clusters
  Score: Raw -131132.941755 + Penalty 2339.166490 = -128793.775265
  nChanged 12
		SP:Iteration 17Q (44836.770000 sec): 3 clusters
  Score: Raw -131149.599452 + Penalty 2339.166490 = -128810.432962
  nChanged 12
		SP:Iteration 18Q (44836.970000 sec): 3 clusters
  Score: Raw -131165.448855 + Penalty 2339.166490 = -128826.282365
  nChanged 15
		SP:Iteration 19Q (44837.140000 sec): 3 clusters
  Score: Raw -131190.947704 + Penalty 2339.166490 = -128851.781214
  nChanged 13
		SP:Iteration 20F (44837.320000 sec): 3 clusters
  Score: Raw -131210.210851 + Penalty 2339.166490 = -128871.044361
  nChanged 6
		SP:Iteration 21Q (44837.520000 sec): 3 clusters
  Score: Raw -131216.647753 + Penalty 2339.166490 = -128877.481263
  nChanged 3
		SP:Iteration 22Q (44837.690000 sec): 3 clusters
  Score: Raw -131220.522158 + Penalty 2339.166490 = -128881.355668
  nChanged 2
		SP:Iteration 23Q (44837.860000 sec): 3 clusters
  Score: Raw -131221.406246 + Penalty 2339.166490 = -128882.239756
  nChanged 3
		SP:Iteration 24Q (44838.020000 sec): 3 clusters
  Score: Raw -131223.831453 + Penalty 2339.166490 = -128884.664963
  nChanged 7
		SP:Iteration 25Q (44838.190000 sec): 3 clusters
  Score: Raw -131230.512018 + Penalty 2339.166490 = -128891.345528
  nChanged 7
		SP:Iteration 26Q (44838.360000 sec): 3 clusters
  Score: Raw -131237.020300 + Penalty 2339.166490 = -128897.853810
  nChanged 3
		SP:Iteration 27Q (44838.540000 sec): 3 clusters
  Score: Raw -131241.397503 + Penalty 2339.166490 = -128902.231013
  nChanged 2
		SP:Iteration 28Q (44838.650000 sec): 3 clusters
  Score: Raw -131243.403783 + Penalty 2339.166490 = -128904.237293
  nChanged 1
		SP:Iteration 29Q (44838.820000 sec): 3 clusters
  Score: Raw -131243.950283 + Penalty 2339.166490 = -128904.783793
  nChanged 1
		SP:Iteration 30Q (44838.970000 sec): 3 clusters
  Score: Raw -131244.566504 + Penalty 2339.166490 = -128905.400014
  nChanged 0
		SP:Iteration 31F (44839.220000 sec): 3 clusters
  Score: Raw -131244.566504 + Penalty 2339.166490 = -128905.400014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (38863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44839.440000 sec): 2 clusters
  Score: Raw -4299687.066626 + Penalty 1717.267162 = -4297969.799464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44839.790000 sec): 3 clusters
  Score: Raw -4275195.434732 + Penalty 3434.534324 = -4271760.900408
  nChanged 18187
		SP:Iteration 1F (44840.200000 sec): 3 clusters
  Score: Raw -4285627.976807 + Penalty 3434.534324 = -4282193.442483
  nChanged 1882
		SP:Iteration 2Q (44840.640000 sec): 3 clusters
  Score: Raw -4286380.215668 + Penalty 3434.534324 = -4282945.681344
  nChanged 2101
		SP:Iteration 3F (44841.030000 sec): 3 clusters
  Score: Raw -4287478.621633 + Penalty 3434.534324 = -4284044.087309
  nChanged 2560
		SP:Iteration 4F (44841.430000 sec): 3 clusters
  Score: Raw -4289171.999364 + Penalty 3434.534324 = -4285737.465040
  nChanged 2941
		SP:Iteration 5F (44841.870000 sec): 3 clusters
  Score: Raw -4291597.428196 + Penalty 3434.534324 = -4288162.893872
  nChanged 2999
		SP:Iteration 6F (44842.260000 sec): 3 clusters
  Score: Raw -4294360.528786 + Penalty 3434.534324 = -4290925.994462
  nChanged 2549
		SP:Iteration 7F (44842.590000 sec): 3 clusters
  Score: Raw -4296835.141205 + Penalty 3434.534324 = -4293400.606881
  nChanged 1640
		SP:Iteration 8Q (44843.010000 sec): 3 clusters
  Score: Raw -4298421.268190 + Penalty 3434.534324 = -4294986.733866
  nChanged 844
		SP:Iteration 9Q (44843.410000 sec): 3 clusters
  Score: Raw -4299212.936243 + Penalty 3434.534324 = -4295778.401919
  nChanged 357
		SP:Iteration 10Q (44843.800000 sec): 3 clusters
  Score: Raw -4299547.695000 + Penalty 3434.534324 = -4296113.160676
  nChanged 139
		SP:Iteration 11Q (44844.120000 sec): 3 clusters
  Score: Raw -4299705.997611 + Penalty 3434.534324 = -4296271.463287
  nChanged 69
		SP:Iteration 12Q (44844.480000 sec): 3 clusters
  Score: Raw -4299794.303638 + Penalty 3434.534324 = -4296359.769314
  nChanged 32
		SP:Iteration 13Q (44844.880000 sec): 3 clusters
  Score: Raw -4299835.418893 + Penalty 3434.534324 = -4296400.884569
  nChanged 18
		SP:Iteration 14Q (44845.250000 sec): 3 clusters
  Score: Raw -4299858.960482 + Penalty 3434.534324 = -4296424.426158
  nChanged 12
		SP:Iteration 15Q (44845.590000 sec): 3 clusters
  Score: Raw -4299871.720445 + Penalty 3434.534324 = -4296437.186121
  nChanged 7
		SP:Iteration 16Q (44845.920000 sec): 3 clusters
  Score: Raw -4299879.488947 + Penalty 3434.534324 = -4296444.954623
  nChanged 5
		SP:Iteration 17Q (44846.270000 sec): 3 clusters
  Score: Raw -4299887.572368 + Penalty 3434.534324 = -4296453.038044
  nChanged 5
		SP:Iteration 18Q (44846.650000 sec): 3 clusters
  Score: Raw -4299893.944288 + Penalty 3434.534324 = -4296459.409964
  nChanged 2
		SP:Iteration 19Q (44846.990000 sec): 3 clusters
  Score: Raw -4299896.212968 + Penalty 3434.534324 = -4296461.678644
  nChanged 1
		SP:Iteration 20F (44847.360000 sec): 3 clusters
  Score: Raw -4299897.568322 + Penalty 3434.534324 = -4296463.033998
  nChanged 1
		SP:Iteration 21Q (44847.690000 sec): 3 clusters
  Score: Raw -4299898.538489 + Penalty 3434.534324 = -4296464.004165
  nChanged 0
		SP:Iteration 22F (44848.050000 sec): 3 clusters
  Score: Raw -4299898.538489 + Penalty 3434.534324 = -4296464.004165
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44848.270000 sec): 2 clusters
  Score: Raw -3233849.438274 + Penalty 1684.683725 = -3232164.754549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44848.650000 sec): 3 clusters
  Score: Raw -3214224.651739 + Penalty 3369.367449 = -3210855.284290
  nChanged 14625
		SP:Iteration 1F (44849.000000 sec): 3 clusters
  Score: Raw -3222736.114100 + Penalty 3369.367449 = -3219366.746650
  nChanged 1725
		SP:Iteration 2F (44849.270000 sec): 3 clusters
  Score: Raw -3223663.787880 + Penalty 3369.367449 = -3220294.420431
  nChanged 1777
		SP:Iteration 3F (44849.590000 sec): 3 clusters
  Score: Raw -3224744.952971 + Penalty 3369.367449 = -3221375.585521
  nChanged 1803
		SP:Iteration 4F (44849.840000 sec): 3 clusters
  Score: Raw -3225810.839935 + Penalty 3369.367449 = -3222441.472485
  nChanged 1848
		SP:Iteration 5F (44850.170000 sec): 3 clusters
  Score: Raw -3226875.878792 + Penalty 3369.367449 = -3223506.511342
  nChanged 1767
		SP:Iteration 6F (44850.480000 sec): 3 clusters
  Score: Raw -3227909.569082 + Penalty 3369.367449 = -3224540.201633
  nChanged 1627
		SP:Iteration 7F (44850.830000 sec): 3 clusters
  Score: Raw -3228828.575190 + Penalty 3369.367449 = -3225459.207741
  nChanged 1458
		SP:Iteration 8Q (44851.210000 sec): 3 clusters
  Score: Raw -3229620.924640 + Penalty 3369.367449 = -3226251.557191
  nChanged 1306
		SP:Iteration 9Q (44851.490000 sec): 3 clusters
  Score: Raw -3230214.095093 + Penalty 3369.367449 = -3226844.727644
  nChanged 1008
		SP:Iteration 10Q (44851.790000 sec): 3 clusters
  Score: Raw -3230540.405866 + Penalty 3369.367449 = -3227171.038416
  nChanged 713
		SP:Iteration 11Q (44852.130000 sec): 3 clusters
  Score: Raw -3230731.558553 + Penalty 3369.367449 = -3227362.191103
  nChanged 536
		SP:Iteration 12Q (44852.520000 sec): 3 clusters
  Score: Raw -3230853.731901 + Penalty 3369.367449 = -3227484.364451
  nChanged 397
		SP:Iteration 13Q (44852.880000 sec): 3 clusters
  Score: Raw -3230944.775221 + Penalty 3369.367449 = -3227575.407771
  nChanged 387
		SP:Iteration 14Q (44853.250000 sec): 3 clusters
  Score: Raw -3231033.303235 + Penalty 3369.367449 = -3227663.935786
  nChanged 369
		SP:Iteration 15Q (44853.590000 sec): 3 clusters
  Score: Raw -3231114.221939 + Penalty 3369.367449 = -3227744.854490
  nChanged 367
		SP:Iteration 16Q (44853.940000 sec): 3 clusters
  Score: Raw -3231198.980927 + Penalty 3369.367449 = -3227829.613477
  nChanged 398
		SP:Iteration 17Q (44854.270000 sec): 3 clusters
  Score: Raw -3231303.885178 + Penalty 3369.367449 = -3227934.517729
  nChanged 434
		SP:Iteration 18Q (44854.620000 sec): 3 clusters
  Score: Raw -3231428.072552 + Penalty 3369.367449 = -3228058.705103
  nChanged 485
		SP:Iteration 19Q (44854.940000 sec): 3 clusters
  Score: Raw -3231570.458878 + Penalty 3369.367449 = -3228201.091429
  nChanged 494
		SP:Iteration 20F (44855.260000 sec): 3 clusters
  Score: Raw -3231733.452561 + Penalty 3369.367449 = -3228364.085112
  nChanged 517
		SP:Iteration 21Q (44855.580000 sec): 3 clusters
  Score: Raw -3231920.479819 + Penalty 3369.367449 = -3228551.112370
  nChanged 560
		SP:Iteration 22Q (44855.880000 sec): 3 clusters
  Score: Raw -3232134.984839 + Penalty 3369.367449 = -3228765.617390
  nChanged 553
		SP:Iteration 23Q (44856.270000 sec): 3 clusters
  Score: Raw -3232367.193396 + Penalty 3369.367449 = -3228997.825946
  nChanged 586
		SP:Iteration 24Q (44856.610000 sec): 3 clusters
  Score: Raw -3232625.126782 + Penalty 3369.367449 = -3229255.759333
  nChanged 561
		SP:Iteration 25Q (44856.930000 sec): 3 clusters
  Score: Raw -3232875.263860 + Penalty 3369.367449 = -3229505.896410
  nChanged 522
		SP:Iteration 26Q (44857.270000 sec): 3 clusters
  Score: Raw -3233128.667372 + Penalty 3369.367449 = -3229759.299923
  nChanged 467
		SP:Iteration 27Q (44857.610000 sec): 3 clusters
  Score: Raw -3233361.878335 + Penalty 3369.367449 = -3229992.510885
  nChanged 415
		SP:Iteration 28Q (44857.940000 sec): 3 clusters
  Score: Raw -3233541.444249 + Penalty 3369.367449 = -3230172.076800
  nChanged 341
		SP:Iteration 29Q (44858.270000 sec): 3 clusters
  Score: Raw -3233651.935006 + Penalty 3369.367449 = -3230282.567556
  nChanged 279
		SP:Iteration 30Q (44858.640000 sec): 3 clusters
  Score: Raw -3233725.653462 + Penalty 3369.367449 = -3230356.286013
  nChanged 240
		SP:Iteration 31Q (44858.950000 sec): 3 clusters
  Score: Raw -3233788.422605 + Penalty 3369.367449 = -3230419.055156
  nChanged 205
		SP:Iteration 32Q (44859.310000 sec): 3 clusters
  Score: Raw -3233836.384787 + Penalty 3369.367449 = -3230467.017338
  nChanged 176
		SP:Iteration 33Q (44859.610000 sec): 3 clusters
  Score: Raw -3233876.436429 + Penalty 3369.367449 = -3230507.068979
  nChanged 139
		SP:Iteration 34Q (44859.930000 sec): 3 clusters
  Score: Raw -3233903.883604 + Penalty 3369.367449 = -3230534.516154
  nChanged 137
		SP:Iteration 35Q (44860.220000 sec): 3 clusters
  Score: Raw -3233930.023378 + Penalty 3369.367449 = -3230560.655928
  nChanged 115
		SP:Iteration 36Q (44860.540000 sec): 3 clusters
  Score: Raw -3233948.782760 + Penalty 3369.367449 = -3230579.415310
  nChanged 104
		SP:Iteration 37Q (44860.880000 sec): 3 clusters
  Score: Raw -3233964.734545 + Penalty 3369.367449 = -3230595.367096
  nChanged 90
		SP:Iteration 38Q (44861.200000 sec): 3 clusters
  Score: Raw -3233979.780981 + Penalty 3369.367449 = -3230610.413532
  nChanged 90
		SP:Iteration 39Q (44861.580000 sec): 3 clusters
  Score: Raw -3233993.896027 + Penalty 3369.367449 = -3230624.528577
  nChanged 75
		SP:Iteration 40F (44861.940000 sec): 3 clusters
  Score: Raw -3234004.609057 + Penalty 3369.367449 = -3230635.241607
  nChanged 82
		SP:Iteration 41Q (44862.260000 sec): 3 clusters
  Score: Raw -3234017.263727 + Penalty 3369.367449 = -3230647.896278
  nChanged 79
		SP:Iteration 42Q (44862.560000 sec): 3 clusters
  Score: Raw -3234028.223402 + Penalty 3369.367449 = -3230658.855952
  nChanged 71
		SP:Iteration 43Q (44862.910000 sec): 3 clusters
  Score: Raw -3234039.741984 + Penalty 3369.367449 = -3230670.374534
  nChanged 73
		SP:Iteration 44Q (44863.180000 sec): 3 clusters
  Score: Raw -3234051.767854 + Penalty 3369.367449 = -3230682.400405
  nChanged 57
		SP:Iteration 45Q (44863.500000 sec): 3 clusters
  Score: Raw -3234059.778250 + Penalty 3369.367449 = -3230690.410801
  nChanged 53
		SP:Iteration 46Q (44863.810000 sec): 3 clusters
  Score: Raw -3234065.811453 + Penalty 3369.367449 = -3230696.444004
  nChanged 51
		SP:Iteration 47Q (44864.150000 sec): 3 clusters
  Score: Raw -3234071.385181 + Penalty 3369.367449 = -3230702.017732
  nChanged 41
		SP:Iteration 48Q (44864.490000 sec): 3 clusters
  Score: Raw -3234075.264998 + Penalty 3369.367449 = -3230705.897548
  nChanged 29
		SP:Iteration 49Q (44864.820000 sec): 3 clusters
  Score: Raw -3234077.822295 + Penalty 3369.367449 = -3230708.454846
  nChanged 22
		SP:Iteration 50Q (44865.170000 sec): 3 clusters
  Score: Raw -3234079.646561 + Penalty 3369.367449 = -3230710.279112
  nChanged 22
		SP:Iteration 51Q (44865.490000 sec): 3 clusters
  Score: Raw -3234081.555728 + Penalty 3369.367449 = -3230712.188278
  nChanged 13
		SP:Iteration 52Q (44865.890000 sec): 3 clusters
  Score: Raw -3234082.883946 + Penalty 3369.367449 = -3230713.516496
  nChanged 13
		SP:Iteration 53Q (44866.180000 sec): 3 clusters
  Score: Raw -3234084.253944 + Penalty 3369.367449 = -3230714.886494
  nChanged 18
		SP:Iteration 54Q (44866.530000 sec): 3 clusters
  Score: Raw -3234086.533959 + Penalty 3369.367449 = -3230717.166510
  nChanged 17
		SP:Iteration 55Q (44866.870000 sec): 3 clusters
  Score: Raw -3234088.099993 + Penalty 3369.367449 = -3230718.732544
  nChanged 14
		SP:Iteration 56Q (44867.160000 sec): 3 clusters
  Score: Raw -3234090.016935 + Penalty 3369.367449 = -3230720.649485
  nChanged 13
		SP:Iteration 57Q (44867.440000 sec): 3 clusters
  Score: Raw -3234091.071950 + Penalty 3369.367449 = -3230721.704500
  nChanged 7
		SP:Iteration 58Q (44867.800000 sec): 3 clusters
  Score: Raw -3234091.605378 + Penalty 3369.367449 = -3230722.237929
  nChanged 8
		SP:Iteration 59Q (44868.100000 sec): 3 clusters
  Score: Raw -3234092.321449 + Penalty 3369.367449 = -3230722.954000
  nChanged 10
		SP:Iteration 60F (44868.400000 sec): 3 clusters
  Score: Raw -3234093.484625 + Penalty 3369.367449 = -3230724.117176
  nChanged 11
		SP:Iteration 61Q (44868.730000 sec): 3 clusters
  Score: Raw -3234094.917254 + Penalty 3369.367449 = -3230725.549804
  nChanged 14
		SP:Iteration 62Q (44869.070000 sec): 3 clusters
  Score: Raw -3234096.692676 + Penalty 3369.367449 = -3230727.325227
  nChanged 13
		SP:Iteration 63Q (44869.390000 sec): 3 clusters
  Score: Raw -3234097.902463 + Penalty 3369.367449 = -3230728.535013
  nChanged 19
		SP:Iteration 64Q (44869.710000 sec): 3 clusters
  Score: Raw -3234099.827503 + Penalty 3369.367449 = -3230730.460054
  nChanged 23
		SP:Iteration 65Q (44870.060000 sec): 3 clusters
  Score: Raw -3234101.959489 + Penalty 3369.367449 = -3230732.592040
  nChanged 22
		SP:Iteration 66Q (44870.400000 sec): 3 clusters
  Score: Raw -3234103.959850 + Penalty 3369.367449 = -3230734.592401
  nChanged 21
		SP:Iteration 67Q (44870.670000 sec): 3 clusters
  Score: Raw -3234105.900054 + Penalty 3369.367449 = -3230736.532605
  nChanged 22
		SP:Iteration 68Q (44871.060000 sec): 3 clusters
  Score: Raw -3234107.852978 + Penalty 3369.367449 = -3230738.485529
  nChanged 23
		SP:Iteration 69Q (44871.360000 sec): 3 clusters
  Score: Raw -3234110.372119 + Penalty 3369.367449 = -3230741.004670
  nChanged 22
		SP:Iteration 70Q (44871.700000 sec): 3 clusters
  Score: Raw -3234112.807346 + Penalty 3369.367449 = -3230743.439896
  nChanged 15
		SP:Iteration 71Q (44872.020000 sec): 3 clusters
  Score: Raw -3234114.278610 + Penalty 3369.367449 = -3230744.911161
  nChanged 13
		SP:Iteration 72Q (44872.360000 sec): 3 clusters
  Score: Raw -3234115.378425 + Penalty 3369.367449 = -3230746.010975
  nChanged 11
		SP:Iteration 73Q (44872.710000 sec): 3 clusters
  Score: Raw -3234116.537287 + Penalty 3369.367449 = -3230747.169838
  nChanged 10
		SP:Iteration 74Q (44873.080000 sec): 3 clusters
  Score: Raw -3234117.556938 + Penalty 3369.367449 = -3230748.189488
  nChanged 14
		SP:Iteration 75Q (44873.410000 sec): 3 clusters
  Score: Raw -3234118.610808 + Penalty 3369.367449 = -3230749.243358
  nChanged 7
		SP:Iteration 76Q (44873.750000 sec): 3 clusters
  Score: Raw -3234119.312584 + Penalty 3369.367449 = -3230749.945134
  nChanged 9
		SP:Iteration 77Q (44874.110000 sec): 3 clusters
  Score: Raw -3234120.048931 + Penalty 3369.367449 = -3230750.681481
  nChanged 11
		SP:Iteration 78Q (44874.400000 sec): 3 clusters
  Score: Raw -3234120.830522 + Penalty 3369.367449 = -3230751.463072
  nChanged 13
		SP:Iteration 79Q (44874.730000 sec): 3 clusters
  Score: Raw -3234121.922626 + Penalty 3369.367449 = -3230752.555177
  nChanged 11
		SP:Iteration 80F (44875.030000 sec): 3 clusters
  Score: Raw -3234122.808598 + Penalty 3369.367449 = -3230753.441148
  nChanged 9
		SP:Iteration 81Q (44875.350000 sec): 3 clusters
  Score: Raw -3234123.506877 + Penalty 3369.367449 = -3230754.139427
  nChanged 9
		SP:Iteration 82Q (44875.690000 sec): 3 clusters
  Score: Raw -3234124.172794 + Penalty 3369.367449 = -3230754.805344
  nChanged 11
		SP:Iteration 83Q (44876.090000 sec): 3 clusters
  Score: Raw -3234125.429238 + Penalty 3369.367449 = -3230756.061789
  nChanged 10
		SP:Iteration 84Q (44876.450000 sec): 3 clusters
  Score: Raw -3234126.305875 + Penalty 3369.367449 = -3230756.938426
  nChanged 6
		SP:Iteration 85Q (44876.720000 sec): 3 clusters
  Score: Raw -3234127.062187 + Penalty 3369.367449 = -3230757.694737
  nChanged 7
		SP:Iteration 86Q (44877.030000 sec): 3 clusters
  Score: Raw -3234127.413380 + Penalty 3369.367449 = -3230758.045930
  nChanged 6
		SP:Iteration 87Q (44877.400000 sec): 3 clusters
  Score: Raw -3234127.931941 + Penalty 3369.367449 = -3230758.564491
  nChanged 5
		SP:Iteration 88Q (44877.790000 sec): 3 clusters
  Score: Raw -3234128.311968 + Penalty 3369.367449 = -3230758.944519
  nChanged 5
		SP:Iteration 89Q (44878.110000 sec): 3 clusters
  Score: Raw -3234128.746247 + Penalty 3369.367449 = -3230759.378798
  nChanged 4
		SP:Iteration 90Q (44878.420000 sec): 3 clusters
  Score: Raw -3234129.027961 + Penalty 3369.367449 = -3230759.660512
  nChanged 4
		SP:Iteration 91Q (44878.740000 sec): 3 clusters
  Score: Raw -3234129.228990 + Penalty 3369.367449 = -3230759.861541
  nChanged 5
		SP:Iteration 92Q (44879.070000 sec): 3 clusters
  Score: Raw -3234129.513412 + Penalty 3369.367449 = -3230760.145963
  nChanged 7
		SP:Iteration 93Q (44879.390000 sec): 3 clusters
  Score: Raw -3234130.212003 + Penalty 3369.367449 = -3230760.844553
  nChanged 10
		SP:Iteration 94Q (44879.720000 sec): 3 clusters
  Score: Raw -3234130.995652 + Penalty 3369.367449 = -3230761.628202
  nChanged 11
		SP:Iteration 95Q (44880.000000 sec): 3 clusters
  Score: Raw -3234132.329994 + Penalty 3369.367449 = -3230762.962545
  nChanged 10
		SP:Iteration 96Q (44880.310000 sec): 3 clusters
  Score: Raw -3234133.129103 + Penalty 3369.367449 = -3230763.761654
  nChanged 11
		SP:Iteration 97Q (44880.600000 sec): 3 clusters
  Score: Raw -3234134.316729 + Penalty 3369.367449 = -3230764.949279
  nChanged 11
		SP:Iteration 98Q (44880.940000 sec): 3 clusters
  Score: Raw -3234135.719498 + Penalty 3369.367449 = -3230766.352049
  nChanged 15
		SP:Iteration 99Q (44881.260000 sec): 3 clusters
  Score: Raw -3234137.880165 + Penalty 3369.367449 = -3230768.512715
  nChanged 17
		SP:Iteration 100F (44881.630000 sec): 3 clusters
  Score: Raw -3234139.376880 + Penalty 3369.367449 = -3230770.009430
  nChanged 14
		SP:Iteration 101Q (44881.990000 sec): 3 clusters
  Score: Raw -3234140.980830 + Penalty 3369.367449 = -3230771.613381
  nChanged 12
		SP:Iteration 102Q (44882.270000 sec): 3 clusters
  Score: Raw -3234142.267394 + Penalty 3369.367449 = -3230772.899945
  nChanged 13
		SP:Iteration 103Q (44882.650000 sec): 3 clusters
  Score: Raw -3234143.687022 + Penalty 3369.367449 = -3230774.319573
  nChanged 15
		SP:Iteration 104Q (44883.000000 sec): 3 clusters
  Score: Raw -3234145.408492 + Penalty 3369.367449 = -3230776.041043
  nChanged 12
		SP:Iteration 105Q (44883.390000 sec): 3 clusters
  Score: Raw -3234146.605365 + Penalty 3369.367449 = -3230777.237915
  nChanged 16
		SP:Iteration 106Q (44883.750000 sec): 3 clusters
  Score: Raw -3234147.864209 + Penalty 3369.367449 = -3230778.496760
  nChanged 12
		SP:Iteration 107Q (44883.990000 sec): 3 clusters
  Score: Raw -3234149.010048 + Penalty 3369.367449 = -3230779.642598
  nChanged 19
		SP:Iteration 108Q (44884.310000 sec): 3 clusters
  Score: Raw -3234151.800557 + Penalty 3369.367449 = -3230782.433108
  nChanged 27
		SP:Iteration 109Q (44884.640000 sec): 3 clusters
  Score: Raw -3234154.775066 + Penalty 3369.367449 = -3230785.407616
  nChanged 22
		SP:Iteration 110Q (44884.950000 sec): 3 clusters
  Score: Raw -3234156.551726 + Penalty 3369.367449 = -3230787.184276
  nChanged 21
		SP:Iteration 111Q (44885.300000 sec): 3 clusters
  Score: Raw -3234159.393971 + Penalty 3369.367449 = -3230790.026521
  nChanged 28
		SP:Iteration 112Q (44885.610000 sec): 3 clusters
  Score: Raw -3234163.476330 + Penalty 3369.367449 = -3230794.108880
  nChanged 29
		SP:Iteration 113Q (44885.870000 sec): 3 clusters
  Score: Raw -3234167.723657 + Penalty 3369.367449 = -3230798.356208
  nChanged 33
		SP:Iteration 114Q (44886.150000 sec): 3 clusters
  Score: Raw -3234172.348606 + Penalty 3369.367449 = -3230802.981157
  nChanged 26
		SP:Iteration 115Q (44886.420000 sec): 3 clusters
  Score: Raw -3234175.547157 + Penalty 3369.367449 = -3230806.179708
  nChanged 23
		SP:Iteration 116Q (44886.730000 sec): 3 clusters
  Score: Raw -3234177.573717 + Penalty 3369.367449 = -3230808.206267
  nChanged 14
		SP:Iteration 117Q (44887.080000 sec): 3 clusters
  Score: Raw -3234178.916517 + Penalty 3369.367449 = -3230809.549067
  nChanged 10
		SP:Iteration 118Q (44887.330000 sec): 3 clusters
  Score: Raw -3234180.258703 + Penalty 3369.367449 = -3230810.891254
  nChanged 9
		SP:Iteration 119Q (44887.670000 sec): 3 clusters
  Score: Raw -3234180.963756 + Penalty 3369.367449 = -3230811.596307
  nChanged 8
		SP:Iteration 120F (44888.110000 sec): 3 clusters
  Score: Raw -3234181.459671 + Penalty 3369.367449 = -3230812.092221
  nChanged 7
		SP:Iteration 121Q (44888.400000 sec): 3 clusters
  Score: Raw -3234182.075469 + Penalty 3369.367449 = -3230812.708020
  nChanged 11
		SP:Iteration 122Q (44888.680000 sec): 3 clusters
  Score: Raw -3234182.884109 + Penalty 3369.367449 = -3230813.516660
  nChanged 4
		SP:Iteration 123Q (44889.040000 sec): 3 clusters
  Score: Raw -3234183.291372 + Penalty 3369.367449 = -3230813.923922
  nChanged 9
		SP:Iteration 124Q (44889.340000 sec): 3 clusters
  Score: Raw -3234184.071578 + Penalty 3369.367449 = -3230814.704128
  nChanged 6
		SP:Iteration 125Q (44889.700000 sec): 3 clusters
  Score: Raw -3234184.608440 + Penalty 3369.367449 = -3230815.240991
  nChanged 4
		SP:Iteration 126Q (44890.020000 sec): 3 clusters
  Score: Raw -3234184.977686 + Penalty 3369.367449 = -3230815.610237
  nChanged 6
		SP:Iteration 127Q (44890.300000 sec): 3 clusters
  Score: Raw -3234185.797299 + Penalty 3369.367449 = -3230816.429849
  nChanged 6
		SP:Iteration 128Q (44890.570000 sec): 3 clusters
  Score: Raw -3234186.278758 + Penalty 3369.367449 = -3230816.911309
  nChanged 5
		SP:Iteration 129Q (44890.960000 sec): 3 clusters
  Score: Raw -3234186.658357 + Penalty 3369.367449 = -3230817.290907
  nChanged 6
		SP:Iteration 130Q (44891.240000 sec): 3 clusters
  Score: Raw -3234187.191604 + Penalty 3369.367449 = -3230817.824154
  nChanged 6
		SP:Iteration 131Q (44891.630000 sec): 3 clusters
  Score: Raw -3234187.892514 + Penalty 3369.367449 = -3230818.525065
  nChanged 4
		SP:Iteration 132Q (44891.980000 sec): 3 clusters
  Score: Raw -3234188.307926 + Penalty 3369.367449 = -3230818.940476
  nChanged 5
		SP:Iteration 133Q (44892.280000 sec): 3 clusters
  Score: Raw -3234188.800655 + Penalty 3369.367449 = -3230819.433205
  nChanged 6
		SP:Iteration 134Q (44892.620000 sec): 3 clusters
  Score: Raw -3234189.714692 + Penalty 3369.367449 = -3230820.347243
  nChanged 3
		SP:Iteration 135Q (44892.950000 sec): 3 clusters
  Score: Raw -3234190.064306 + Penalty 3369.367449 = -3230820.696857
  nChanged 2
		SP:Iteration 136Q (44893.260000 sec): 3 clusters
  Score: Raw -3234190.328545 + Penalty 3369.367449 = -3230820.961096
  nChanged 5
		SP:Iteration 137Q (44893.600000 sec): 3 clusters
  Score: Raw -3234190.726033 + Penalty 3369.367449 = -3230821.358583
  nChanged 4
		SP:Iteration 138Q (44893.930000 sec): 3 clusters
  Score: Raw -3234191.031631 + Penalty 3369.367449 = -3230821.664181
  nChanged 2
		SP:Iteration 139Q (44894.210000 sec): 3 clusters
  Score: Raw -3234191.174415 + Penalty 3369.367449 = -3230821.806965
  nChanged 2
		SP:Iteration 140F (44894.490000 sec): 3 clusters
  Score: Raw -3234191.304296 + Penalty 3369.367449 = -3230821.936846
  nChanged 2
		SP:Iteration 141Q (44894.870000 sec): 3 clusters
  Score: Raw -3234191.521353 + Penalty 3369.367449 = -3230822.153904
  nChanged 4
		SP:Iteration 142Q (44895.180000 sec): 3 clusters
  Score: Raw -3234191.817153 + Penalty 3369.367449 = -3230822.449703
  nChanged 8
		SP:Iteration 143Q (44895.500000 sec): 3 clusters
  Score: Raw -3234192.454053 + Penalty 3369.367449 = -3230823.086604
  nChanged 9
		SP:Iteration 144Q (44895.780000 sec): 3 clusters
  Score: Raw -3234193.468450 + Penalty 3369.367449 = -3230824.101000
  nChanged 10
		SP:Iteration 145Q (44896.130000 sec): 3 clusters
  Score: Raw -3234194.315727 + Penalty 3369.367449 = -3230824.948277
  nChanged 11
		SP:Iteration 146Q (44896.450000 sec): 3 clusters
  Score: Raw -3234195.207177 + Penalty 3369.367449 = -3230825.839727
  nChanged 8
		SP:Iteration 147Q (44896.780000 sec): 3 clusters
  Score: Raw -3234195.784321 + Penalty 3369.367449 = -3230826.416871
  nChanged 5
		SP:Iteration 148Q (44897.090000 sec): 3 clusters
  Score: Raw -3234196.116005 + Penalty 3369.367449 = -3230826.748555
  nChanged 4
		SP:Iteration 149Q (44897.430000 sec): 3 clusters
  Score: Raw -3234196.753264 + Penalty 3369.367449 = -3230827.385814
  nChanged 7
		SP:Iteration 150Q (44897.760000 sec): 3 clusters
  Score: Raw -3234197.810618 + Penalty 3369.367449 = -3230828.443168
  nChanged 14
		SP:Iteration 151Q (44898.030000 sec): 3 clusters
  Score: Raw -3234199.444306 + Penalty 3369.367449 = -3230830.076857
  nChanged 14
		SP:Iteration 152Q (44898.370000 sec): 3 clusters
  Score: Raw -3234201.219304 + Penalty 3369.367449 = -3230831.851855
  nChanged 18
		SP:Iteration 153Q (44898.670000 sec): 3 clusters
  Score: Raw -3234204.016688 + Penalty 3369.367449 = -3230834.649238
  nChanged 19
		SP:Iteration 154Q (44898.900000 sec): 3 clusters
  Score: Raw -3234207.051632 + Penalty 3369.367449 = -3230837.684183
  nChanged 17
		SP:Iteration 155Q (44899.160000 sec): 3 clusters
  Score: Raw -3234209.223659 + Penalty 3369.367449 = -3230839.856209
  nChanged 20
		SP:Iteration 156Q (44899.520000 sec): 3 clusters
  Score: Raw -3234211.642209 + Penalty 3369.367449 = -3230842.274759
  nChanged 13
		SP:Iteration 157Q (44899.830000 sec): 3 clusters
  Score: Raw -3234213.575802 + Penalty 3369.367449 = -3230844.208353
  nChanged 13
		SP:Iteration 158Q (44900.150000 sec): 3 clusters
  Score: Raw -3234214.706336 + Penalty 3369.367449 = -3230845.338886
  nChanged 14
		SP:Iteration 159Q (44900.440000 sec): 3 clusters
  Score: Raw -3234216.266666 + Penalty 3369.367449 = -3230846.899217
  nChanged 11
		SP:Iteration 160F (44900.790000 sec): 3 clusters
  Score: Raw -3234217.134583 + Penalty 3369.367449 = -3230847.767133
  nChanged 7
		SP:Iteration 161Q (44901.130000 sec): 3 clusters
  Score: Raw -3234217.615462 + Penalty 3369.367449 = -3230848.248012
  nChanged 7
		SP:Iteration 162Q (44901.450000 sec): 3 clusters
  Score: Raw -3234218.279919 + Penalty 3369.367449 = -3230848.912469
  nChanged 7
		SP:Iteration 163Q (44901.730000 sec): 3 clusters
  Score: Raw -3234218.973800 + Penalty 3369.367449 = -3230849.606351
  nChanged 1
		SP:Iteration 164Q (44902.060000 sec): 3 clusters
  Score: Raw -3234219.069093 + Penalty 3369.367449 = -3230849.701644
  nChanged 0
		SP:Iteration 165F (44902.430000 sec): 3 clusters
  Score: Raw -3234219.069093 + Penalty 3369.367449 = -3230849.701644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44902.520000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44902.640000 sec): 3 clusters
  Score: Raw -60354.147125 + Penalty 2081.699249 = -58272.447877
  nChanged 155
		SP:Iteration 1F (44902.800000 sec): 3 clusters
  Score: Raw -60557.295264 + Penalty 2081.699249 = -58475.596015
  nChanged 40
		SP:Iteration 2F (44903.050000 sec): 3 clusters
  Score: Raw -60630.735584 + Penalty 2081.699249 = -58549.036335
  nChanged 29
		SP:Iteration 3Q (44903.280000 sec): 3 clusters
  Score: Raw -60683.970021 + Penalty 2081.699249 = -58602.270772
  nChanged 16
		SP:Iteration 4Q (44903.470000 sec): 3 clusters
  Score: Raw -60718.150748 + Penalty 2081.699249 = -58636.451499
  nChanged 11
		SP:Iteration 5Q (44903.640000 sec): 3 clusters
  Score: Raw -60749.309811 + Penalty 2081.699249 = -58667.610563
  nChanged 12
		SP:Iteration 6Q (44903.840000 sec): 3 clusters
  Score: Raw -60768.802890 + Penalty 2081.699249 = -58687.103641
  nChanged 7
		SP:Iteration 7Q (44903.970000 sec): 3 clusters
  Score: Raw -60778.732227 + Penalty 2081.699249 = -58697.032978
  nChanged 5
		SP:Iteration 8Q (44904.110000 sec): 3 clusters
  Score: Raw -60788.151271 + Penalty 2081.699249 = -58706.452023
  nChanged 3
		SP:Iteration 9Q (44904.340000 sec): 3 clusters
  Score: Raw -60794.262733 + Penalty 2081.699249 = -58712.563484
  nChanged 3
		SP:Iteration 10Q (44904.510000 sec): 3 clusters
  Score: Raw -60798.431058 + Penalty 2081.699249 = -58716.731810
  nChanged 4
		SP:Iteration 11Q (44904.690000 sec): 3 clusters
  Score: Raw -60805.839367 + Penalty 2081.699249 = -58724.140118
  nChanged 4
		SP:Iteration 12Q (44904.850000 sec): 3 clusters
  Score: Raw -60811.162653 + Penalty 2081.699249 = -58729.463405
  nChanged 4
		SP:Iteration 13Q (44905.040000 sec): 3 clusters
  Score: Raw -60816.622267 + Penalty 2081.699249 = -58734.923018
  nChanged 4
		SP:Iteration 14Q (44905.160000 sec): 3 clusters
  Score: Raw -60825.819435 + Penalty 2081.699249 = -58744.120186
  nChanged 6
		SP:Iteration 15Q (44905.360000 sec): 3 clusters
  Score: Raw -60841.307384 + Penalty 2081.699249 = -58759.608135
  nChanged 9
		SP:Iteration 16Q (44905.530000 sec): 3 clusters
  Score: Raw -60868.643847 + Penalty 2081.699249 = -58786.944598
  nChanged 16
		SP:Iteration 17Q (44905.630000 sec): 3 clusters
  Score: Raw -60929.974858 + Penalty 2081.699249 = -58848.275609
  nChanged 12
		SP:Iteration 18Q (44905.800000 sec): 3 clusters
  Score: Raw -60964.847377 + Penalty 2081.699249 = -58883.148128
  nChanged 12
		SP:Iteration 19Q (44905.980000 sec): 3 clusters
  Score: Raw -60988.256857 + Penalty 2081.699249 = -58906.557608
  nChanged 12
		SP:Iteration 20F (44906.100000 sec): 3 clusters
  Score: Raw -61011.900733 + Penalty 2081.699249 = -58930.201484
  nChanged 11
		SP:Iteration 21Q (44906.280000 sec): 3 clusters
  Score: Raw -61048.564713 + Penalty 2081.699249 = -58966.865464
  nChanged 14
		SP:Iteration 22Q (44906.460000 sec): 3 clusters
  Score: Raw -61082.037619 + Penalty 2081.699249 = -59000.338371
  nChanged 7
		SP:Iteration 23Q (44906.630000 sec): 3 clusters
  Score: Raw -61101.190072 + Penalty 2081.699249 = -59019.490823
  nChanged 3
		SP:Iteration 24Q (44906.790000 sec): 3 clusters
  Score: Raw -61123.064363 + Penalty 2081.699249 = -59041.365115
  nChanged 5
		SP:Iteration 25Q (44906.940000 sec): 3 clusters
  Score: Raw -61230.859833 + Penalty 2081.699249 = -59149.160584
  nChanged 4
		SP:Iteration 26Q (44907.140000 sec): 3 clusters
  Score: Raw -61236.681111 + Penalty 2081.699249 = -59154.981862
  nChanged 1
		SP:Iteration 27Q (44907.280000 sec): 3 clusters
  Score: Raw -61238.025447 + Penalty 2081.699249 = -59156.326198
  nChanged 0
		SP:Iteration 28F (44907.460000 sec): 3 clusters
  Score: Raw -61238.025447 + Penalty 2081.699249 = -59156.326198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44907.650000 sec): 2 clusters
  Score: Raw -1501020.614888 + Penalty 1553.261029 = -1499467.353858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44907.870000 sec): 3 clusters
  Score: Raw -1492685.319560 + Penalty 3106.522059 = -1489578.797501
  nChanged 6305
		SP:Iteration 1F (44908.160000 sec): 3 clusters
  Score: Raw -1496115.250183 + Penalty 3106.522059 = -1493008.728124
  nChanged 800
		SP:Iteration 2F (44908.370000 sec): 3 clusters
  Score: Raw -1496471.875955 + Penalty 3106.522059 = -1493365.353896
  nChanged 811
		SP:Iteration 3F (44908.660000 sec): 3 clusters
  Score: Raw -1496894.955122 + Penalty 3106.522059 = -1493788.433063
  nChanged 914
		SP:Iteration 4F (44908.900000 sec): 3 clusters
  Score: Raw -1497486.672984 + Penalty 3106.522059 = -1494380.150925
  nChanged 987
		SP:Iteration 5F (44909.110000 sec): 3 clusters
  Score: Raw -1498227.239489 + Penalty 3106.522059 = -1495120.717430
  nChanged 993
		SP:Iteration 6F (44909.340000 sec): 3 clusters
  Score: Raw -1499055.950367 + Penalty 3106.522059 = -1495949.428308
  nChanged 854
		SP:Iteration 7F (44909.560000 sec): 3 clusters
  Score: Raw -1499768.152018 + Penalty 3106.522059 = -1496661.629959
  nChanged 646
		SP:Iteration 8Q (44909.830000 sec): 3 clusters
  Score: Raw -1500309.821899 + Penalty 3106.522059 = -1497203.299840
  nChanged 415
		SP:Iteration 9Q (44910.040000 sec): 3 clusters
  Score: Raw -1500647.073141 + Penalty 3106.522059 = -1497540.551082
  nChanged 259
		SP:Iteration 10Q (44910.300000 sec): 3 clusters
  Score: Raw -1500855.527901 + Penalty 3106.522059 = -1497749.005842
  nChanged 170
		SP:Iteration 11Q (44910.560000 sec): 3 clusters
  Score: Raw -1500999.049663 + Penalty 3106.522059 = -1497892.527604
  nChanged 98
		SP:Iteration 12Q (44910.790000 sec): 3 clusters
  Score: Raw -1501073.555919 + Penalty 3106.522059 = -1497967.033860
  nChanged 52
		SP:Iteration 13Q (44911.040000 sec): 3 clusters
  Score: Raw -1501120.179716 + Penalty 3106.522059 = -1498013.657657
  nChanged 43
		SP:Iteration 14Q (44911.280000 sec): 3 clusters
  Score: Raw -1501168.384588 + Penalty 3106.522059 = -1498061.862529
  nChanged 28
		SP:Iteration 15Q (44911.510000 sec): 3 clusters
  Score: Raw -1501199.047914 + Penalty 3106.522059 = -1498092.525855
  nChanged 15
		SP:Iteration 16Q (44911.730000 sec): 3 clusters
  Score: Raw -1501212.934694 + Penalty 3106.522059 = -1498106.412635
  nChanged 12
		SP:Iteration 17Q (44911.940000 sec): 3 clusters
  Score: Raw -1501225.054231 + Penalty 3106.522059 = -1498118.532172
  nChanged 12
		SP:Iteration 18Q (44912.160000 sec): 3 clusters
  Score: Raw -1501243.646486 + Penalty 3106.522059 = -1498137.124427
  nChanged 13
		SP:Iteration 19Q (44912.400000 sec): 3 clusters
  Score: Raw -1501257.462561 + Penalty 3106.522059 = -1498150.940502
  nChanged 11
		SP:Iteration 20F (44912.670000 sec): 3 clusters
  Score: Raw -1501271.441962 + Penalty 3106.522059 = -1498164.919903
  nChanged 6
		SP:Iteration 21Q (44912.860000 sec): 3 clusters
  Score: Raw -1501278.172589 + Penalty 3106.522059 = -1498171.650530
  nChanged 3
		SP:Iteration 22Q (44913.100000 sec): 3 clusters
  Score: Raw -1501281.500031 + Penalty 3106.522059 = -1498174.977972
  nChanged 1
		SP:Iteration 23Q (44913.350000 sec): 3 clusters
  Score: Raw -1501281.902605 + Penalty 3106.522059 = -1498175.380546
  nChanged 0
		SP:Iteration 24F (44913.580000 sec): 3 clusters
  Score: Raw -1501281.902605 + Penalty 3106.522059 = -1498175.380546
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44913.780000 sec): 2 clusters
  Score: Raw -2483518.607915 + Penalty 1638.115832 = -2481880.492083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44914.100000 sec): 3 clusters
  Score: Raw -2469023.421918 + Penalty 3276.231664 = -2465747.190255
  nChanged 10911
		SP:Iteration 1F (44914.380000 sec): 3 clusters
  Score: Raw -2475552.417993 + Penalty 3276.231664 = -2472276.186329
  nChanged 1533
		SP:Iteration 2F (44914.670000 sec): 3 clusters
  Score: Raw -2476372.471159 + Penalty 3276.231664 = -2473096.239495
  nChanged 1637
		SP:Iteration 3F (44914.930000 sec): 3 clusters
  Score: Raw -2477375.848771 + Penalty 3276.231664 = -2474099.617107
  nChanged 1650
		SP:Iteration 4F (44915.270000 sec): 3 clusters
  Score: Raw -2478403.198611 + Penalty 3276.231664 = -2475126.966947
  nChanged 1498
		SP:Iteration 5F (44915.580000 sec): 3 clusters
  Score: Raw -2479355.375745 + Penalty 3276.231664 = -2476079.144081
  nChanged 1370
		SP:Iteration 6F (44915.870000 sec): 3 clusters
  Score: Raw -2480242.929711 + Penalty 3276.231664 = -2476966.698047
  nChanged 1155
		SP:Iteration 7Q (44916.200000 sec): 3 clusters
  Score: Raw -2480984.895822 + Penalty 3276.231664 = -2477708.664158
  nChanged 955
		SP:Iteration 8Q (44916.510000 sec): 3 clusters
  Score: Raw -2481610.404531 + Penalty 3276.231664 = -2478334.172867
  nChanged 829
		SP:Iteration 9Q (44916.820000 sec): 3 clusters
  Score: Raw -2482190.116224 + Penalty 3276.231664 = -2478913.884560
  nChanged 657
		SP:Iteration 10Q (44917.130000 sec): 3 clusters
  Score: Raw -2482628.209272 + Penalty 3276.231664 = -2479351.977609
  nChanged 489
		SP:Iteration 11Q (44917.400000 sec): 3 clusters
  Score: Raw -2482976.709256 + Penalty 3276.231664 = -2479700.477592
  nChanged 362
		SP:Iteration 12Q (44917.720000 sec): 3 clusters
  Score: Raw -2483243.242706 + Penalty 3276.231664 = -2479967.011042
  nChanged 267
		SP:Iteration 13Q (44918.000000 sec): 3 clusters
  Score: Raw -2483428.057829 + Penalty 3276.231664 = -2480151.826165
  nChanged 218
		SP:Iteration 14Q (44918.310000 sec): 3 clusters
  Score: Raw -2483560.708011 + Penalty 3276.231664 = -2480284.476347
  nChanged 161
		SP:Iteration 15Q (44918.600000 sec): 3 clusters
  Score: Raw -2483647.667440 + Penalty 3276.231664 = -2480371.435776
  nChanged 110
		SP:Iteration 16Q (44918.900000 sec): 3 clusters
  Score: Raw -2483710.802876 + Penalty 3276.231664 = -2480434.571213
  nChanged 85
		SP:Iteration 17Q (44919.180000 sec): 3 clusters
  Score: Raw -2483751.704363 + Penalty 3276.231664 = -2480475.472699
  nChanged 56
		SP:Iteration 18Q (44919.480000 sec): 3 clusters
  Score: Raw -2483777.408165 + Penalty 3276.231664 = -2480501.176501
  nChanged 39
		SP:Iteration 19Q (44919.760000 sec): 3 clusters
  Score: Raw -2483793.337849 + Penalty 3276.231664 = -2480517.106185
  nChanged 31
		SP:Iteration 20F (44920.060000 sec): 3 clusters
  Score: Raw -2483804.797348 + Penalty 3276.231664 = -2480528.565684
  nChanged 28
		SP:Iteration 21Q (44920.320000 sec): 3 clusters
  Score: Raw -2483821.645444 + Penalty 3276.231664 = -2480545.413780
  nChanged 33
		SP:Iteration 22Q (44920.630000 sec): 3 clusters
  Score: Raw -2483833.509249 + Penalty 3276.231664 = -2480557.277585
  nChanged 21
		SP:Iteration 23Q (44920.900000 sec): 3 clusters
  Score: Raw -2483839.346027 + Penalty 3276.231664 = -2480563.114363
  nChanged 18
		SP:Iteration 24Q (44921.180000 sec): 3 clusters
  Score: Raw -2483845.854744 + Penalty 3276.231664 = -2480569.623081
  nChanged 17
		SP:Iteration 25Q (44921.460000 sec): 3 clusters
  Score: Raw -2483852.745291 + Penalty 3276.231664 = -2480576.513627
  nChanged 15
		SP:Iteration 26Q (44921.730000 sec): 3 clusters
  Score: Raw -2483859.282068 + Penalty 3276.231664 = -2480583.050404
  nChanged 15
		SP:Iteration 27Q (44921.980000 sec): 3 clusters
  Score: Raw -2483866.285869 + Penalty 3276.231664 = -2480590.054205
  nChanged 15
		SP:Iteration 28Q (44922.270000 sec): 3 clusters
  Score: Raw -2483874.957115 + Penalty 3276.231664 = -2480598.725451
  nChanged 13
		SP:Iteration 29Q (44922.540000 sec): 3 clusters
  Score: Raw -2483881.220669 + Penalty 3276.231664 = -2480604.989005
  nChanged 10
		SP:Iteration 30Q (44922.860000 sec): 3 clusters
  Score: Raw -2483885.340683 + Penalty 3276.231664 = -2480609.109020
  nChanged 10
		SP:Iteration 31Q (44923.110000 sec): 3 clusters
  Score: Raw -2483890.227189 + Penalty 3276.231664 = -2480613.995526
  nChanged 8
		SP:Iteration 32Q (44923.370000 sec): 3 clusters
  Score: Raw -2483893.940548 + Penalty 3276.231664 = -2480617.708884
  nChanged 9
		SP:Iteration 33Q (44923.690000 sec): 3 clusters
  Score: Raw -2483899.067149 + Penalty 3276.231664 = -2480622.835485
  nChanged 12
		SP:Iteration 34Q (44923.980000 sec): 3 clusters
  Score: Raw -2483903.925657 + Penalty 3276.231664 = -2480627.693993
  nChanged 12
		SP:Iteration 35Q (44924.210000 sec): 3 clusters
  Score: Raw -2483907.487445 + Penalty 3276.231664 = -2480631.255781
  nChanged 7
		SP:Iteration 36Q (44924.540000 sec): 3 clusters
  Score: Raw -2483909.835960 + Penalty 3276.231664 = -2480633.604296
  nChanged 8
		SP:Iteration 37Q (44924.800000 sec): 3 clusters
  Score: Raw -2483912.570488 + Penalty 3276.231664 = -2480636.338825
  nChanged 7
		SP:Iteration 38Q (44925.090000 sec): 3 clusters
  Score: Raw -2483915.649289 + Penalty 3276.231664 = -2480639.417625
  nChanged 7
		SP:Iteration 39Q (44925.370000 sec): 3 clusters
  Score: Raw -2483918.665591 + Penalty 3276.231664 = -2480642.433927
  nChanged 3
		SP:Iteration 40F (44925.650000 sec): 3 clusters
  Score: Raw -2483919.580802 + Penalty 3276.231664 = -2480643.349138
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44925.730000 sec): 2 clusters
  Score: Raw -395212.124404 + Penalty 1352.072819 = -393860.051586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44925.950000 sec): 3 clusters
  Score: Raw -393141.556865 + Penalty 2704.145637 = -390437.411228
  nChanged 1657
		SP:Iteration 1F (44926.140000 sec): 3 clusters
  Score: Raw -394149.528571 + Penalty 2704.145637 = -391445.382934
  nChanged 351
		SP:Iteration 2F (44926.320000 sec): 3 clusters
  Score: Raw -394423.682329 + Penalty 2704.145637 = -391719.536692
  nChanged 287
		SP:Iteration 3F (44926.500000 sec): 3 clusters
  Score: Raw -394644.750901 + Penalty 2704.145637 = -391940.605264
  nChanged 244
		SP:Iteration 4F (44926.640000 sec): 3 clusters
  Score: Raw -394827.775058 + Penalty 2704.145637 = -392123.629421
  nChanged 214
		SP:Iteration 5F (44926.870000 sec): 3 clusters
  Score: Raw -394972.431152 + Penalty 2704.145637 = -392268.285515
  nChanged 180
		SP:Iteration 6Q (44927.030000 sec): 3 clusters
  Score: Raw -395104.252516 + Penalty 2704.145637 = -392400.106879
  nChanged 168
		SP:Iteration 7Q (44927.200000 sec): 3 clusters
  Score: Raw -395223.354405 + Penalty 2704.145637 = -392519.208768
  nChanged 147
		SP:Iteration 8Q (44927.410000 sec): 3 clusters
  Score: Raw -395304.220512 + Penalty 2704.145637 = -392600.074875
  nChanged 103
		SP:Iteration 9Q (44927.620000 sec): 3 clusters
  Score: Raw -395357.635530 + Penalty 2704.145637 = -392653.489893
  nChanged 73
		SP:Iteration 10Q (44927.800000 sec): 3 clusters
  Score: Raw -395392.136612 + Penalty 2704.145637 = -392687.990975
  nChanged 59
		SP:Iteration 11Q (44927.910000 sec): 3 clusters
  Score: Raw -395412.260695 + Penalty 2704.145637 = -392708.115058
  nChanged 38
		SP:Iteration 12Q (44928.080000 sec): 3 clusters
  Score: Raw -395423.313221 + Penalty 2704.145637 = -392719.167584
  nChanged 30
		SP:Iteration 13Q (44928.240000 sec): 3 clusters
  Score: Raw -395431.230821 + Penalty 2704.145637 = -392727.085184
  nChanged 22
		SP:Iteration 14Q (44928.500000 sec): 3 clusters
  Score: Raw -395438.609119 + Penalty 2704.145637 = -392734.463482
  nChanged 16
		SP:Iteration 15Q (44928.660000 sec): 3 clusters
  Score: Raw -395443.617330 + Penalty 2704.145637 = -392739.471692
  nChanged 13
		SP:Iteration 16Q (44928.830000 sec): 3 clusters
  Score: Raw -395447.018085 + Penalty 2704.145637 = -392742.872448
  nChanged 14
		SP:Iteration 17Q (44929.000000 sec): 3 clusters
  Score: Raw -395450.629752 + Penalty 2704.145637 = -392746.484115
  nChanged 10
		SP:Iteration 18Q (44929.210000 sec): 3 clusters
  Score: Raw -395453.149486 + Penalty 2704.145637 = -392749.003849
  nChanged 10
		SP:Iteration 19Q (44929.350000 sec): 3 clusters
  Score: Raw -395455.073525 + Penalty 2704.145637 = -392750.927888
  nChanged 10
		SP:Iteration 20F (44929.500000 sec): 3 clusters
  Score: Raw -395457.999080 + Penalty 2704.145637 = -392753.853443
  nChanged 12
		SP:Iteration 21Q (44929.700000 sec): 3 clusters
  Score: Raw -395462.843275 + Penalty 2704.145637 = -392758.697638
  nChanged 14
		SP:Iteration 22Q (44929.930000 sec): 3 clusters
  Score: Raw -395466.693286 + Penalty 2704.145637 = -392762.547649
  nChanged 10
		SP:Iteration 23Q (44930.130000 sec): 3 clusters
  Score: Raw -395470.073493 + Penalty 2704.145637 = -392765.927856
  nChanged 12
		SP:Iteration 24Q (44930.300000 sec): 3 clusters
  Score: Raw -395474.590624 + Penalty 2704.145637 = -392770.444987
  nChanged 12
		SP:Iteration 25Q (44930.500000 sec): 3 clusters
  Score: Raw -395478.047265 + Penalty 2704.145637 = -392773.901628
  nChanged 3
		SP:Iteration 26Q (44930.660000 sec): 3 clusters
  Score: Raw -395478.600060 + Penalty 2704.145637 = -392774.454423
  nChanged 3
		SP:Iteration 27Q (44930.880000 sec): 3 clusters
  Score: Raw -395479.342526 + Penalty 2704.145637 = -392775.196889
  nChanged 3
		SP:Iteration 28Q (44931.090000 sec): 3 clusters
  Score: Raw -395480.147754 + Penalty 2704.145637 = -392776.002117
  nChanged 3
		SP:Iteration 29Q (44931.240000 sec): 3 clusters
  Score: Raw -395480.537692 + Penalty 2704.145637 = -392776.392055
  nChanged 2
		SP:Iteration 30Q (44931.470000 sec): 3 clusters
  Score: Raw -395480.946237 + Penalty 2704.145637 = -392776.800600
  nChanged 4
		SP:Iteration 31Q (44931.620000 sec): 3 clusters
  Score: Raw -395481.565821 + Penalty 2704.145637 = -392777.420184
  nChanged 3
		SP:Iteration 32Q (44931.790000 sec): 3 clusters
  Score: Raw -395482.326588 + Penalty 2704.145637 = -392778.180951
  nChanged 0
		SP:Iteration 33F (44932.010000 sec): 3 clusters
  Score: Raw -395482.326588 + Penalty 2704.145637 = -392778.180951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20451 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44932.200000 sec): 2 clusters
  Score: Raw -2161488.495849 + Penalty 1612.940397 = -2159875.555452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44932.470000 sec): 3 clusters
  Score: Raw -2149300.957249 + Penalty 3225.880795 = -2146075.076455
  nChanged 9136
		SP:Iteration 1F (44932.770000 sec): 3 clusters
  Score: Raw -2154413.780734 + Penalty 3225.880795 = -2151187.899940
  nChanged 1074
		SP:Iteration 2F (44933.050000 sec): 3 clusters
  Score: Raw -2154810.386575 + Penalty 3225.880795 = -2151584.505781
  nChanged 990
		SP:Iteration 3Q (44933.370000 sec): 3 clusters
  Score: Raw -2155202.012940 + Penalty 3225.880795 = -2151976.132145
  nChanged 960
		SP:Iteration 4Q (44933.620000 sec): 3 clusters
  Score: Raw -2155622.396190 + Penalty 3225.880795 = -2152396.515396
  nChanged 1033
		SP:Iteration 5F (44933.910000 sec): 3 clusters
  Score: Raw -2156120.048775 + Penalty 3225.880795 = -2152894.167981
  nChanged 1015
		SP:Iteration 6Q (44934.150000 sec): 3 clusters
  Score: Raw -2156670.356338 + Penalty 3225.880795 = -2153444.475544
  nChanged 1077
		SP:Iteration 7F (44934.440000 sec): 3 clusters
  Score: Raw -2157328.270078 + Penalty 3225.880795 = -2154102.389284
  nChanged 1081
		SP:Iteration 8F (44934.780000 sec): 3 clusters
  Score: Raw -2158074.239979 + Penalty 3225.880795 = -2154848.359185
  nChanged 1068
		SP:Iteration 9F (44935.040000 sec): 3 clusters
  Score: Raw -2158898.651165 + Penalty 3225.880795 = -2155672.770370
  nChanged 934
		SP:Iteration 10Q (44935.310000 sec): 3 clusters
  Score: Raw -2159684.997746 + Penalty 3225.880795 = -2156459.116952
  nChanged 724
		SP:Iteration 11Q (44935.590000 sec): 3 clusters
  Score: Raw -2160332.217285 + Penalty 3225.880795 = -2157106.336491
  nChanged 515
		SP:Iteration 12Q (44935.870000 sec): 3 clusters
  Score: Raw -2160796.472860 + Penalty 3225.880795 = -2157570.592066
  nChanged 332
		SP:Iteration 13Q (44936.130000 sec): 3 clusters
  Score: Raw -2161088.004149 + Penalty 3225.880795 = -2157862.123355
  nChanged 221
		SP:Iteration 14Q (44936.430000 sec): 3 clusters
  Score: Raw -2161260.645849 + Penalty 3225.880795 = -2158034.765054
  nChanged 151
		SP:Iteration 15Q (44936.720000 sec): 3 clusters
  Score: Raw -2161366.492412 + Penalty 3225.880795 = -2158140.611617
  nChanged 78
		SP:Iteration 16Q (44937.000000 sec): 3 clusters
  Score: Raw -2161427.134904 + Penalty 3225.880795 = -2158201.254109
  nChanged 70
		SP:Iteration 17Q (44937.300000 sec): 3 clusters
  Score: Raw -2161484.099202 + Penalty 3225.880795 = -2158258.218407
  nChanged 62
		SP:Iteration 18Q (44937.550000 sec): 3 clusters
  Score: Raw -2161535.301530 + Penalty 3225.880795 = -2158309.420735
  nChanged 45
		SP:Iteration 19Q (44937.810000 sec): 3 clusters
  Score: Raw -2161570.206858 + Penalty 3225.880795 = -2158344.326064
  nChanged 22
		SP:Iteration 20F (44938.120000 sec): 3 clusters
  Score: Raw -2161594.156544 + Penalty 3225.880795 = -2158368.275750
  nChanged 26
		SP:Iteration 21Q (44938.400000 sec): 3 clusters
  Score: Raw -2161623.050946 + Penalty 3225.880795 = -2158397.170151
  nChanged 26
		SP:Iteration 22Q (44938.620000 sec): 3 clusters
  Score: Raw -2161649.710116 + Penalty 3225.880795 = -2158423.829322
  nChanged 19
		SP:Iteration 23Q (44938.870000 sec): 3 clusters
  Score: Raw -2161666.159143 + Penalty 3225.880795 = -2158440.278348
  nChanged 11
		SP:Iteration 24Q (44939.120000 sec): 3 clusters
  Score: Raw -2161675.123940 + Penalty 3225.880795 = -2158449.243146
  nChanged 10
		SP:Iteration 25Q (44939.360000 sec): 3 clusters
  Score: Raw -2161683.178508 + Penalty 3225.880795 = -2158457.297714
  nChanged 9
		SP:Iteration 26Q (44939.650000 sec): 3 clusters
  Score: Raw -2161688.675983 + Penalty 3225.880795 = -2158462.795189
  nChanged 4
		SP:Iteration 27Q (44939.930000 sec): 3 clusters
  Score: Raw -2161690.634341 + Penalty 3225.880795 = -2158464.753546
  nChanged 2
		SP:Iteration 28Q (44940.240000 sec): 3 clusters
  Score: Raw -2161691.508097 + Penalty 3225.880795 = -2158465.627303
  nChanged 3
		SP:Iteration 29Q (44940.520000 sec): 3 clusters
  Score: Raw -2161694.043699 + Penalty 3225.880795 = -2158468.162904
  nChanged 2
		SP:Iteration 30Q (44940.770000 sec): 3 clusters
  Score: Raw -2161696.415169 + Penalty 3225.880795 = -2158470.534375
  nChanged 3
		SP:Iteration 31Q (44941.050000 sec): 3 clusters
  Score: Raw -2161699.420940 + Penalty 3225.880795 = -2158473.540146
  nChanged 2
		SP:Iteration 32Q (44941.310000 sec): 3 clusters
  Score: Raw -2161701.484615 + Penalty 3225.880795 = -2158475.603820
  nChanged 3
		SP:Iteration 33Q (44941.540000 sec): 3 clusters
  Score: Raw -2161703.164209 + Penalty 3225.880795 = -2158477.283415
  nChanged 5
		SP:Iteration 34Q (44941.750000 sec): 3 clusters
  Score: Raw -2161705.928429 + Penalty 3225.880795 = -2158480.047635
  nChanged 2
		SP:Iteration 35Q (44941.960000 sec): 3 clusters
  Score: Raw -2161707.258484 + Penalty 3225.880795 = -2158481.377690
  nChanged 2
		SP:Iteration 36Q (44942.230000 sec): 3 clusters
  Score: Raw -2161708.346784 + Penalty 3225.880795 = -2158482.465989
  nChanged 1
		SP:Iteration 37Q (44942.490000 sec): 3 clusters
  Score: Raw -2161709.192947 + Penalty 3225.880795 = -2158483.312152
  nChanged 0
		SP:Iteration 38F (44942.720000 sec): 3 clusters
  Score: Raw -2161709.192947 + Penalty 3225.880795 = -2158483.312152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44943.200000 sec): 2 clusters
  Score: Raw -10971009.176733 + Penalty 1874.507427 = -10969134.669306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44943.920000 sec): 3 clusters
  Score: Raw -10904613.310575 + Penalty 3749.014854 = -10900864.295721
  nChanged 48807
		SP:Iteration 1F (44944.640000 sec): 3 clusters
  Score: Raw -10933588.246208 + Penalty 3749.014854 = -10929839.231354
  nChanged 4506
		SP:Iteration 2Q (44945.470000 sec): 3 clusters
  Score: Raw -10935324.640290 + Penalty 3749.014854 = -10931575.625436
  nChanged 5674
		SP:Iteration 3F (44946.180000 sec): 3 clusters
  Score: Raw -10938125.361355 + Penalty 3749.014854 = -10934376.346501
  nChanged 6837
		SP:Iteration 4F (44946.940000 sec): 3 clusters
  Score: Raw -10942195.304824 + Penalty 3749.014854 = -10938446.289970
  nChanged 7546
		SP:Iteration 5F (44947.720000 sec): 3 clusters
  Score: Raw -10947244.172944 + Penalty 3749.014854 = -10943495.158090
  nChanged 7166
		SP:Iteration 6F (44948.480000 sec): 3 clusters
  Score: Raw -10952361.595253 + Penalty 3749.014854 = -10948612.580399
  nChanged 5880
		SP:Iteration 7F (44949.250000 sec): 3 clusters
  Score: Raw -10956911.409388 + Penalty 3749.014854 = -10953162.394534
  nChanged 4573
		SP:Iteration 8Q (44950.140000 sec): 3 clusters
  Score: Raw -10960951.268439 + Penalty 3749.014854 = -10957202.253585
  nChanged 3394
		SP:Iteration 9Q (44950.920000 sec): 3 clusters
  Score: Raw -10963876.042936 + Penalty 3749.014854 = -10960127.028082
  nChanged 2582
		SP:Iteration 10Q (44951.810000 sec): 3 clusters
  Score: Raw -10965769.349728 + Penalty 3749.014854 = -10962020.334873
  nChanged 1853
		SP:Iteration 11Q (44952.550000 sec): 3 clusters
  Score: Raw -10966875.259089 + Penalty 3749.014854 = -10963126.244235
  nChanged 1340
		SP:Iteration 12Q (44953.310000 sec): 3 clusters
  Score: Raw -10967606.539161 + Penalty 3749.014854 = -10963857.524307
  nChanged 1146
		SP:Iteration 13Q (44954.050000 sec): 3 clusters
  Score: Raw -10968179.576718 + Penalty 3749.014854 = -10964430.561864
  nChanged 971
		SP:Iteration 14Q (44954.680000 sec): 3 clusters
  Score: Raw -10968665.314790 + Penalty 3749.014854 = -10964916.299936
  nChanged 875
		SP:Iteration 15Q (44955.390000 sec): 3 clusters
  Score: Raw -10969109.031639 + Penalty 3749.014854 = -10965360.016785
  nChanged 776
		SP:Iteration 16Q (44956.040000 sec): 3 clusters
  Score: Raw -10969500.508626 + Penalty 3749.014854 = -10965751.493772
  nChanged 661
		SP:Iteration 17Q (44956.850000 sec): 3 clusters
  Score: Raw -10969830.298316 + Penalty 3749.014854 = -10966081.283462
  nChanged 564
		SP:Iteration 18Q (44957.520000 sec): 3 clusters
  Score: Raw -10970115.388324 + Penalty 3749.014854 = -10966366.373470
  nChanged 482
		SP:Iteration 19Q (44958.150000 sec): 3 clusters
  Score: Raw -10970360.682604 + Penalty 3749.014854 = -10966611.667750
  nChanged 389
		SP:Iteration 20F (44958.860000 sec): 3 clusters
  Score: Raw -10970543.501461 + Penalty 3749.014854 = -10966794.486607
  nChanged 322
		SP:Iteration 21Q (44959.420000 sec): 3 clusters
  Score: Raw -10970685.854194 + Penalty 3749.014854 = -10966936.839339
  nChanged 275
		SP:Iteration 22Q (44960.010000 sec): 3 clusters
  Score: Raw -10970821.997553 + Penalty 3749.014854 = -10967072.982699
  nChanged 225
		SP:Iteration 23Q (44960.680000 sec): 3 clusters
  Score: Raw -10970930.470158 + Penalty 3749.014854 = -10967181.455304
  nChanged 180
		SP:Iteration 24Q (44961.260000 sec): 3 clusters
  Score: Raw -10971024.475534 + Penalty 3749.014854 = -10967275.460680
  nChanged 167
		SP:Iteration 25Q (44961.960000 sec): 3 clusters
  Score: Raw -10971113.732757 + Penalty 3749.014854 = -10967364.717903
  nChanged 173
		SP:Iteration 26Q (44962.560000 sec): 3 clusters
  Score: Raw -10971200.424227 + Penalty 3749.014854 = -10967451.409373
  nChanged 145
		SP:Iteration 27Q (44963.170000 sec): 3 clusters
  Score: Raw -10971269.388060 + Penalty 3749.014854 = -10967520.373206
  nChanged 120
		SP:Iteration 28Q (44963.810000 sec): 3 clusters
  Score: Raw -10971318.625772 + Penalty 3749.014854 = -10967569.610918
  nChanged 110
		SP:Iteration 29Q (44964.420000 sec): 3 clusters
  Score: Raw -10971367.497640 + Penalty 3749.014854 = -10967618.482786
  nChanged 98
		SP:Iteration 30Q (44965.010000 sec): 3 clusters
  Score: Raw -10971414.957693 + Penalty 3749.014854 = -10967665.942839
  nChanged 91
		SP:Iteration 31Q (44965.680000 sec): 3 clusters
  Score: Raw -10971454.915408 + Penalty 3749.014854 = -10967705.900553
  nChanged 69
		SP:Iteration 32Q (44966.330000 sec): 3 clusters
  Score: Raw -10971480.935045 + Penalty 3749.014854 = -10967731.920191
  nChanged 59
		SP:Iteration 33Q (44967.050000 sec): 3 clusters
  Score: Raw -10971501.103279 + Penalty 3749.014854 = -10967752.088425
  nChanged 52
		SP:Iteration 34Q (44967.710000 sec): 3 clusters
  Score: Raw -10971517.009016 + Penalty 3749.014854 = -10967767.994162
  nChanged 29
		SP:Iteration 35Q (44968.300000 sec): 3 clusters
  Score: Raw -10971523.737866 + Penalty 3749.014854 = -10967774.723012
  nChanged 19
		SP:Iteration 36Q (44968.960000 sec): 3 clusters
  Score: Raw -10971528.076857 + Penalty 3749.014854 = -10967779.062003
  nChanged 19
		SP:Iteration 37Q (44969.510000 sec): 3 clusters
  Score: Raw -10971533.942526 + Penalty 3749.014854 = -10967784.927672
  nChanged 16
		SP:Iteration 38Q (44970.170000 sec): 3 clusters
  Score: Raw -10971537.860078 + Penalty 3749.014854 = -10967788.845224
  nChanged 15
		SP:Iteration 39Q (44970.790000 sec): 3 clusters
  Score: Raw -10971540.992088 + Penalty 3749.014854 = -10967791.977234
  nChanged 13
		SP:Iteration 40F (44971.550000 sec): 3 clusters
  Score: Raw -10971543.958828 + Penalty 3749.014854 = -10967794.943973
  nChanged 10
		SP:Iteration 41Q (44972.220000 sec): 3 clusters
  Score: Raw -10971546.278388 + Penalty 3749.014854 = -10967797.263534
  nChanged 18
		SP:Iteration 42Q (44972.840000 sec): 3 clusters
  Score: Raw -10971551.065699 + Penalty 3749.014854 = -10967802.050845
  nChanged 12
		SP:Iteration 43Q (44973.520000 sec): 3 clusters
  Score: Raw -10971553.896233 + Penalty 3749.014854 = -10967804.881379
  nChanged 12
		SP:Iteration 44Q (44974.180000 sec): 3 clusters
  Score: Raw -10971557.375038 + Penalty 3749.014854 = -10967808.360184
  nChanged 20
		SP:Iteration 45Q (44974.780000 sec): 3 clusters
  Score: Raw -10971563.346421 + Penalty 3749.014854 = -10967814.331567
  nChanged 25
		SP:Iteration 46Q (44975.470000 sec): 3 clusters
  Score: Raw -10971570.612186 + Penalty 3749.014854 = -10967821.597332
  nChanged 22
		SP:Iteration 47Q (44976.230000 sec): 3 clusters
  Score: Raw -10971577.397385 + Penalty 3749.014854 = -10967828.382531
  nChanged 23
		SP:Iteration 48Q (44976.790000 sec): 3 clusters
  Score: Raw -10971582.936843 + Penalty 3749.014854 = -10967833.921989
  nChanged 19
		SP:Iteration 49Q (44977.500000 sec): 3 clusters
  Score: Raw -10971587.803832 + Penalty 3749.014854 = -10967838.788978
  nChanged 21
		SP:Iteration 50Q (44978.080000 sec): 3 clusters
  Score: Raw -10971592.640952 + Penalty 3749.014854 = -10967843.626098
  nChanged 24
		SP:Iteration 51Q (44978.730000 sec): 3 clusters
  Score: Raw -10971599.623487 + Penalty 3749.014854 = -10967850.608633
  nChanged 24
		SP:Iteration 52Q (44979.390000 sec): 3 clusters
  Score: Raw -10971605.313736 + Penalty 3749.014854 = -10967856.298882
  nChanged 16
		SP:Iteration 53Q (44980.010000 sec): 3 clusters
  Score: Raw -10971608.753862 + Penalty 3749.014854 = -10967859.739008
  nChanged 7
		SP:Iteration 54Q (44980.650000 sec): 3 clusters
  Score: Raw -10971610.817156 + Penalty 3749.014854 = -10967861.802302
  nChanged 8
		SP:Iteration 55Q (44981.250000 sec): 3 clusters
  Score: Raw -10971612.554602 + Penalty 3749.014854 = -10967863.539748
  nChanged 8
		SP:Iteration 56Q (44981.810000 sec): 3 clusters
  Score: Raw -10971614.547566 + Penalty 3749.014854 = -10967865.532712
  nChanged 7
		SP:Iteration 57Q (44982.380000 sec): 3 clusters
  Score: Raw -10971616.210968 + Penalty 3749.014854 = -10967867.196114
  nChanged 7
		SP:Iteration 58Q (44982.940000 sec): 3 clusters
  Score: Raw -10971617.547328 + Penalty 3749.014854 = -10967868.532474
  nChanged 3
		SP:Iteration 59Q (44983.570000 sec): 3 clusters
  Score: Raw -10971618.268516 + Penalty 3749.014854 = -10967869.253662
  nChanged 3
		SP:Iteration 60F (44984.310000 sec): 3 clusters
  Score: Raw -10971618.683864 + Penalty 3749.014854 = -10967869.669010
  nChanged 3
		SP:Iteration 61Q (44984.910000 sec): 3 clusters
  Score: Raw -10971619.052854 + Penalty 3749.014854 = -10967870.038000
  nChanged 0
		SP:Iteration 62F (44985.560000 sec): 3 clusters
  Score: Raw -10971619.052854 + Penalty 3749.014854 = -10967870.038000
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44985.680000 sec): 2 clusters
  Score: Raw -940048.873407 + Penalty 1479.991983 = -938568.881424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44985.880000 sec): 3 clusters
  Score: Raw -935010.466210 + Penalty 2959.983966 = -932050.482243
  nChanged 3836
		SP:Iteration 1F (44986.120000 sec): 3 clusters
  Score: Raw -937040.578138 + Penalty 2959.983966 = -934080.594171
  nChanged 550
		SP:Iteration 2F (44986.320000 sec): 3 clusters
  Score: Raw -937284.198042 + Penalty 2959.983966 = -934324.214076
  nChanged 457
		SP:Iteration 3F (44986.520000 sec): 3 clusters
  Score: Raw -937458.543209 + Penalty 2959.983966 = -934498.559242
  nChanged 368
		SP:Iteration 4Q (44986.690000 sec): 3 clusters
  Score: Raw -937613.139322 + Penalty 2959.983966 = -934653.155356
  nChanged 302
		SP:Iteration 5Q (44986.940000 sec): 3 clusters
  Score: Raw -937740.872151 + Penalty 2959.983966 = -934780.888185
  nChanged 285
		SP:Iteration 6Q (44987.120000 sec): 3 clusters
  Score: Raw -937860.603425 + Penalty 2959.983966 = -934900.619459
  nChanged 272
		SP:Iteration 7Q (44987.360000 sec): 3 clusters
  Score: Raw -937959.555088 + Penalty 2959.983966 = -934999.571122
  nChanged 247
		SP:Iteration 8Q (44987.540000 sec): 3 clusters
  Score: Raw -938064.630481 + Penalty 2959.983966 = -935104.646515
  nChanged 252
		SP:Iteration 9Q (44987.760000 sec): 3 clusters
  Score: Raw -938174.216971 + Penalty 2959.983966 = -935214.233005
  nChanged 277
		SP:Iteration 10Q (44988.020000 sec): 3 clusters
  Score: Raw -938298.298895 + Penalty 2959.983966 = -935338.314929
  nChanged 261
		SP:Iteration 11Q (44988.220000 sec): 3 clusters
  Score: Raw -938425.532928 + Penalty 2959.983966 = -935465.548961
  nChanged 254
		SP:Iteration 12Q (44988.430000 sec): 3 clusters
  Score: Raw -938540.091685 + Penalty 2959.983966 = -935580.107719
  nChanged 246
		SP:Iteration 13Q (44988.620000 sec): 3 clusters
  Score: Raw -938661.669914 + Penalty 2959.983966 = -935701.685947
  nChanged 274
		SP:Iteration 14Q (44988.820000 sec): 3 clusters
  Score: Raw -938812.496809 + Penalty 2959.983966 = -935852.512843
  nChanged 287
		SP:Iteration 15Q (44989.050000 sec): 3 clusters
  Score: Raw -938968.984375 + Penalty 2959.983966 = -936009.000409
  nChanged 276
		SP:Iteration 16Q (44989.240000 sec): 3 clusters
  Score: Raw -939121.509201 + Penalty 2959.983966 = -936161.525234
  nChanged 254
		SP:Iteration 17Q (44989.460000 sec): 3 clusters
  Score: Raw -939281.514375 + Penalty 2959.983966 = -936321.530409
  nChanged 249
		SP:Iteration 18Q (44989.680000 sec): 3 clusters
  Score: Raw -939445.206183 + Penalty 2959.983966 = -936485.222217
  nChanged 228
		SP:Iteration 19Q (44989.880000 sec): 3 clusters
  Score: Raw -939584.588994 + Penalty 2959.983966 = -936624.605027
  nChanged 188
		SP:Iteration 20F (44990.070000 sec): 3 clusters
  Score: Raw -939713.373230 + Penalty 2959.983966 = -936753.389263
  nChanged 169
		SP:Iteration 21Q (44990.270000 sec): 3 clusters
  Score: Raw -939823.616017 + Penalty 2959.983966 = -936863.632050
  nChanged 124
		SP:Iteration 22Q (44990.460000 sec): 3 clusters
  Score: Raw -939905.674744 + Penalty 2959.983966 = -936945.690777
  nChanged 95
		SP:Iteration 23Q (44990.660000 sec): 3 clusters
  Score: Raw -939968.690636 + Penalty 2959.983966 = -937008.706670
  nChanged 67
		SP:Iteration 24Q (44990.900000 sec): 3 clusters
  Score: Raw -940015.036893 + Penalty 2959.983966 = -937055.052926
  nChanged 49
		SP:Iteration 25Q (44991.070000 sec): 3 clusters
  Score: Raw -940052.646787 + Penalty 2959.983966 = -937092.662820
  nChanged 56
		SP:Iteration 26Q (44991.270000 sec): 3 clusters
  Score: Raw -940098.691594 + Penalty 2959.983966 = -937138.707628
  nChanged 47
		SP:Iteration 27Q (44991.520000 sec): 3 clusters
  Score: Raw -940127.659552 + Penalty 2959.983966 = -937167.675585
  nChanged 31
		SP:Iteration 28Q (44991.690000 sec): 3 clusters
  Score: Raw -940149.570671 + Penalty 2959.983966 = -937189.586704
  nChanged 28
		SP:Iteration 29Q (44991.880000 sec): 3 clusters
  Score: Raw -940173.118380 + Penalty 2959.983966 = -937213.134414
  nChanged 25
		SP:Iteration 30Q (44992.070000 sec): 3 clusters
  Score: Raw -940194.498999 + Penalty 2959.983966 = -937234.515032
  nChanged 20
		SP:Iteration 31Q (44992.300000 sec): 3 clusters
  Score: Raw -940210.431154 + Penalty 2959.983966 = -937250.447187
  nChanged 11
		SP:Iteration 32Q (44992.520000 sec): 3 clusters
  Score: Raw -940221.591650 + Penalty 2959.983966 = -937261.607683
  nChanged 10
		SP:Iteration 33Q (44992.740000 sec): 3 clusters
  Score: Raw -940228.548217 + Penalty 2959.983966 = -937268.564250
  nChanged 8
		SP:Iteration 34Q (44992.990000 sec): 3 clusters
  Score: Raw -940234.989963 + Penalty 2959.983966 = -937275.005997
  nChanged 6
		SP:Iteration 35Q (44993.160000 sec): 3 clusters
  Score: Raw -940240.116454 + Penalty 2959.983966 = -937280.132488
  nChanged 5
		SP:Iteration 36Q (44993.420000 sec): 3 clusters
  Score: Raw -940245.612610 + Penalty 2959.983966 = -937285.628644
  nChanged 5
		SP:Iteration 37Q (44993.600000 sec): 3 clusters
  Score: Raw -940252.020858 + Penalty 2959.983966 = -937292.036891
  nChanged 6
		SP:Iteration 38Q (44993.800000 sec): 3 clusters
  Score: Raw -940257.324177 + Penalty 2959.983966 = -937297.340211
  nChanged 7
		SP:Iteration 39Q (44994.020000 sec): 3 clusters
  Score: Raw -940262.568869 + Penalty 2959.983966 = -937302.584903
  nChanged 6
		SP:Iteration 40F (44994.220000 sec): 3 clusters
  Score: Raw -940268.641448 + Penalty 2959.983966 = -937308.657482
  nChanged 7
		SP:Iteration 41Q (44994.400000 sec): 3 clusters
  Score: Raw -940274.026570 + Penalty 2959.983966 = -937314.042603
  nChanged 1
		SP:Iteration 42Q (44994.640000 sec): 3 clusters
  Score: Raw -940274.900804 + Penalty 2959.983966 = -937314.916838
  nChanged 5
		SP:Iteration 43Q (44994.880000 sec): 3 clusters
  Score: Raw -940280.730618 + Penalty 2959.983966 = -937320.746651
  nChanged 6
		SP:Iteration 44Q (44995.080000 sec): 3 clusters
  Score: Raw -940285.476480 + Penalty 2959.983966 = -937325.492513
  nChanged 3
		SP:Iteration 45Q (44995.310000 sec): 3 clusters
  Score: Raw -940289.761134 + Penalty 2959.983966 = -937329.777168
  nChanged 4
		SP:Iteration 46Q (44995.510000 sec): 3 clusters
  Score: Raw -940294.870393 + Penalty 2959.983966 = -937334.886426
  nChanged 1
		SP:Iteration 47Q (44995.670000 sec): 3 clusters
  Score: Raw -940295.009360 + Penalty 2959.983966 = -937335.025394
  nChanged 0
		SP:Iteration 48F (44995.910000 sec): 3 clusters
  Score: Raw -940295.009360 + Penalty 2959.983966 = -937335.025394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44996.300000 sec): 2 clusters
  Score: Raw -7474523.046703 + Penalty 1818.144154 = -7472704.902549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44996.760000 sec): 3 clusters
  Score: Raw -7427920.152555 + Penalty 3636.288308 = -7424283.864247
  nChanged 34420
		SP:Iteration 1F (44997.270000 sec): 3 clusters
  Score: Raw -7447489.316563 + Penalty 3636.288308 = -7443853.028255
  nChanged 2193
		SP:Iteration 2Q (44997.890000 sec): 3 clusters
  Score: Raw -7447943.521222 + Penalty 3636.288308 = -7444307.232914
  nChanged 2148
		SP:Iteration 3Q (44998.390000 sec): 3 clusters
  Score: Raw -7448412.322105 + Penalty 3636.288308 = -7444776.033798
  nChanged 2142
		SP:Iteration 4Q (44998.940000 sec): 3 clusters
  Score: Raw -7448930.368428 + Penalty 3636.288308 = -7445294.080120
  nChanged 2322
		SP:Iteration 5Q (44999.530000 sec): 3 clusters
  Score: Raw -7449580.133451 + Penalty 3636.288308 = -7445943.845143
  nChanged 2514
		SP:Iteration 6Q (45000.080000 sec): 3 clusters
  Score: Raw -7450520.575434 + Penalty 3636.288308 = -7446884.287126
  nChanged 2988
		SP:Iteration 7Q (45000.630000 sec): 3 clusters
  Score: Raw -7451942.714713 + Penalty 3636.288308 = -7448306.426406
  nChanged 3518
		SP:Iteration 8Q (45001.160000 sec): 3 clusters
  Score: Raw -7454190.619428 + Penalty 3636.288308 = -7450554.331120
  nChanged 4032
		SP:Iteration 9F (45001.690000 sec): 3 clusters
  Score: Raw -7457095.681503 + Penalty 3636.288308 = -7453459.393195
  nChanged 4286
		SP:Iteration 10F (45002.210000 sec): 3 clusters
  Score: Raw -7459950.168824 + Penalty 3636.288308 = -7456313.880517
  nChanged 3831
		SP:Iteration 11F (45002.790000 sec): 3 clusters
  Score: Raw -7462049.283271 + Penalty 3636.288308 = -7458412.994963
  nChanged 3075
		SP:Iteration 12Q (45003.350000 sec): 3 clusters
  Score: Raw -7463362.278919 + Penalty 3636.288308 = -7459725.990612
  nChanged 2314
		SP:Iteration 13Q (45003.870000 sec): 3 clusters
  Score: Raw -7464124.572485 + Penalty 3636.288308 = -7460488.284178
  nChanged 1660
		SP:Iteration 14Q (45004.370000 sec): 3 clusters
  Score: Raw -7464510.629415 + Penalty 3636.288308 = -7460874.341107
  nChanged 1107
		SP:Iteration 15Q (45004.900000 sec): 3 clusters
  Score: Raw -7464718.134606 + Penalty 3636.288308 = -7461081.846299
  nChanged 753
		SP:Iteration 16Q (45005.380000 sec): 3 clusters
  Score: Raw -7464848.679296 + Penalty 3636.288308 = -7461212.390988
  nChanged 580
		SP:Iteration 17Q (45005.930000 sec): 3 clusters
  Score: Raw -7464946.277318 + Penalty 3636.288308 = -7461309.989011
  nChanged 510
		SP:Iteration 18Q (45006.560000 sec): 3 clusters
  Score: Raw -7465026.641172 + Penalty 3636.288308 = -7461390.352865
  nChanged 499
		SP:Iteration 19Q (45007.110000 sec): 3 clusters
  Score: Raw -7465111.231057 + Penalty 3636.288308 = -7461474.942749
  nChanged 518
		SP:Iteration 20F (45007.660000 sec): 3 clusters
  Score: Raw -7465197.866945 + Penalty 3636.288308 = -7461561.578637
  nChanged 510
		SP:Iteration 21Q (45008.250000 sec): 3 clusters
  Score: Raw -7465294.069986 + Penalty 3636.288308 = -7461657.781679
  nChanged 601
		SP:Iteration 22Q (45008.810000 sec): 3 clusters
  Score: Raw -7465410.991096 + Penalty 3636.288308 = -7461774.702788
  nChanged 644
		SP:Iteration 23Q (45009.360000 sec): 3 clusters
  Score: Raw -7465540.609348 + Penalty 3636.288308 = -7461904.321041
  nChanged 698
		SP:Iteration 24Q (45009.890000 sec): 3 clusters
  Score: Raw -7465696.905737 + Penalty 3636.288308 = -7462060.617429
  nChanged 797
		SP:Iteration 25Q (45010.450000 sec): 3 clusters
  Score: Raw -7465901.062810 + Penalty 3636.288308 = -7462264.774502
  nChanged 861
		SP:Iteration 26Q (45011.030000 sec): 3 clusters
  Score: Raw -7466132.882946 + Penalty 3636.288308 = -7462496.594639
  nChanged 951
		SP:Iteration 27Q (45011.570000 sec): 3 clusters
  Score: Raw -7466422.338845 + Penalty 3636.288308 = -7462786.050537
  nChanged 1073
		SP:Iteration 28Q (45012.110000 sec): 3 clusters
  Score: Raw -7466783.831118 + Penalty 3636.288308 = -7463147.542810
  nChanged 1201
		SP:Iteration 29Q (45012.660000 sec): 3 clusters
  Score: Raw -7467228.068951 + Penalty 3636.288308 = -7463591.780644
  nChanged 1279
		SP:Iteration 30Q (45013.190000 sec): 3 clusters
  Score: Raw -7467706.357993 + Penalty 3636.288308 = -7464070.069685
  nChanged 1335
		SP:Iteration 31Q (45013.750000 sec): 3 clusters
  Score: Raw -7468224.582129 + Penalty 3636.288308 = -7464588.293821
  nChanged 1375
		SP:Iteration 32Q (45014.280000 sec): 3 clusters
  Score: Raw -7468795.420719 + Penalty 3636.288308 = -7465159.132412
  nChanged 1355
		SP:Iteration 33Q (45014.840000 sec): 3 clusters
  Score: Raw -7469359.112297 + Penalty 3636.288308 = -7465722.823990
  nChanged 1335
		SP:Iteration 34Q (45015.350000 sec): 3 clusters
  Score: Raw -7469892.144834 + Penalty 3636.288308 = -7466255.856527
  nChanged 1250
		SP:Iteration 35Q (45015.930000 sec): 3 clusters
  Score: Raw -7470343.309478 + Penalty 3636.288308 = -7466707.021171
  nChanged 1153
		SP:Iteration 36Q (45016.460000 sec): 3 clusters
  Score: Raw -7470714.868135 + Penalty 3636.288308 = -7467078.579827
  nChanged 992
		SP:Iteration 37Q (45017.000000 sec): 3 clusters
  Score: Raw -7471003.320440 + Penalty 3636.288308 = -7467367.032133
  nChanged 890
		SP:Iteration 38Q (45017.530000 sec): 3 clusters
  Score: Raw -7471241.908768 + Penalty 3636.288308 = -7467605.620460
  nChanged 819
		SP:Iteration 39Q (45018.070000 sec): 3 clusters
  Score: Raw -7471451.700295 + Penalty 3636.288308 = -7467815.411987
  nChanged 798
		SP:Iteration 40F (45018.640000 sec): 3 clusters
  Score: Raw -7471715.566688 + Penalty 3636.288308 = -7468079.278381
  nChanged 829
		SP:Iteration 41Q (45019.130000 sec): 3 clusters
  Score: Raw -7471942.342651 + Penalty 3636.288308 = -7468306.054343
  nChanged 770
		SP:Iteration 42Q (45019.690000 sec): 3 clusters
  Score: Raw -7472132.706340 + Penalty 3636.288308 = -7468496.418032
  nChanged 670
		SP:Iteration 43Q (45020.270000 sec): 3 clusters
  Score: Raw -7472289.107573 + Penalty 3636.288308 = -7468652.819266
  nChanged 652
		SP:Iteration 44Q (45020.870000 sec): 3 clusters
  Score: Raw -7472430.680810 + Penalty 3636.288308 = -7468794.392502
  nChanged 601
		SP:Iteration 45Q (45021.470000 sec): 3 clusters
  Score: Raw -7472549.755927 + Penalty 3636.288308 = -7468913.467619
  nChanged 502
		SP:Iteration 46Q (45022.010000 sec): 3 clusters
  Score: Raw -7472641.493013 + Penalty 3636.288308 = -7469005.204705
  nChanged 472
		SP:Iteration 47Q (45022.560000 sec): 3 clusters
  Score: Raw -7472722.303802 + Penalty 3636.288308 = -7469086.015494
  nChanged 426
		SP:Iteration 48Q (45023.150000 sec): 3 clusters
  Score: Raw -7472793.030919 + Penalty 3636.288308 = -7469156.742612
  nChanged 433
		SP:Iteration 49Q (45023.680000 sec): 3 clusters
  Score: Raw -7472864.960640 + Penalty 3636.288308 = -7469228.672332
  nChanged 378
		SP:Iteration 50Q (45024.160000 sec): 3 clusters
  Score: Raw -7472923.254051 + Penalty 3636.288308 = -7469286.965743
  nChanged 368
		SP:Iteration 51Q (45024.660000 sec): 3 clusters
  Score: Raw -7472979.951598 + Penalty 3636.288308 = -7469343.663290
  nChanged 357
		SP:Iteration 52Q (45025.180000 sec): 3 clusters
  Score: Raw -7473035.607183 + Penalty 3636.288308 = -7469399.318876
  nChanged 348
		SP:Iteration 53Q (45025.730000 sec): 3 clusters
  Score: Raw -7473089.238555 + Penalty 3636.288308 = -7469452.950247
  nChanged 342
		SP:Iteration 54Q (45026.240000 sec): 3 clusters
  Score: Raw -7473142.014728 + Penalty 3636.288308 = -7469505.726421
  nChanged 343
		SP:Iteration 55Q (45026.740000 sec): 3 clusters
  Score: Raw -7473196.044312 + Penalty 3636.288308 = -7469559.756004
  nChanged 314
		SP:Iteration 56Q (45027.220000 sec): 3 clusters
  Score: Raw -7473242.959095 + Penalty 3636.288308 = -7469606.670787
  nChanged 303
		SP:Iteration 57Q (45027.690000 sec): 3 clusters
  Score: Raw -7473287.201627 + Penalty 3636.288308 = -7469650.913319
  nChanged 283
		SP:Iteration 58Q (45028.260000 sec): 3 clusters
  Score: Raw -7473328.683897 + Penalty 3636.288308 = -7469692.395590
  nChanged 272
		SP:Iteration 59Q (45028.760000 sec): 3 clusters
  Score: Raw -7473368.054777 + Penalty 3636.288308 = -7469731.766469
  nChanged 277
		SP:Iteration 60F (45029.300000 sec): 3 clusters
  Score: Raw -7473407.219567 + Penalty 3636.288308 = -7469770.931259
  nChanged 235
		SP:Iteration 61Q (45029.820000 sec): 3 clusters
  Score: Raw -7473436.313097 + Penalty 3636.288308 = -7469800.024790
  nChanged 223
		SP:Iteration 62Q (45030.320000 sec): 3 clusters
  Score: Raw -7473464.687524 + Penalty 3636.288308 = -7469828.399216
  nChanged 223
		SP:Iteration 63Q (45030.830000 sec): 3 clusters
  Score: Raw -7473490.461976 + Penalty 3636.288308 = -7469854.173668
  nChanged 176
		SP:Iteration 64Q (45031.320000 sec): 3 clusters
  Score: Raw -7473508.829089 + Penalty 3636.288308 = -7469872.540782
  nChanged 190
		SP:Iteration 65Q (45031.820000 sec): 3 clusters
  Score: Raw -7473528.834269 + Penalty 3636.288308 = -7469892.545962
  nChanged 160
		SP:Iteration 66Q (45032.360000 sec): 3 clusters
  Score: Raw -7473542.660095 + Penalty 3636.288308 = -7469906.371787
  nChanged 135
		SP:Iteration 67Q (45032.860000 sec): 3 clusters
  Score: Raw -7473553.234183 + Penalty 3636.288308 = -7469916.945876
  nChanged 126
		SP:Iteration 68Q (45033.400000 sec): 3 clusters
  Score: Raw -7473564.781840 + Penalty 3636.288308 = -7469928.493532
  nChanged 142
		SP:Iteration 69Q (45033.890000 sec): 3 clusters
  Score: Raw -7473577.030759 + Penalty 3636.288308 = -7469940.742452
  nChanged 119
		SP:Iteration 70Q (45034.430000 sec): 3 clusters
  Score: Raw -7473587.755182 + Penalty 3636.288308 = -7469951.466875
  nChanged 140
		SP:Iteration 71Q (45034.950000 sec): 3 clusters
  Score: Raw -7473600.922673 + Penalty 3636.288308 = -7469964.634365
  nChanged 149
		SP:Iteration 72Q (45035.500000 sec): 3 clusters
  Score: Raw -7473614.876436 + Penalty 3636.288308 = -7469978.588128
  nChanged 149
		SP:Iteration 73Q (45036.010000 sec): 3 clusters
  Score: Raw -7473628.966887 + Penalty 3636.288308 = -7469992.678579
  nChanged 140
		SP:Iteration 74Q (45036.540000 sec): 3 clusters
  Score: Raw -7473642.202580 + Penalty 3636.288308 = -7470005.914272
  nChanged 133
		SP:Iteration 75Q (45037.070000 sec): 3 clusters
  Score: Raw -7473654.749772 + Penalty 3636.288308 = -7470018.461465
  nChanged 125
		SP:Iteration 76Q (45037.600000 sec): 3 clusters
  Score: Raw -7473666.399145 + Penalty 3636.288308 = -7470030.110837
  nChanged 118
		SP:Iteration 77Q (45038.080000 sec): 3 clusters
  Score: Raw -7473677.082284 + Penalty 3636.288308 = -7470040.793977
  nChanged 116
		SP:Iteration 78Q (45038.500000 sec): 3 clusters
  Score: Raw -7473688.288590 + Penalty 3636.288308 = -7470052.000283
  nChanged 98
		SP:Iteration 79Q (45038.950000 sec): 3 clusters
  Score: Raw -7473697.563782 + Penalty 3636.288308 = -7470061.275474
  nChanged 111
		SP:Iteration 80F (45039.440000 sec): 3 clusters
  Score: Raw -7473707.354016 + Penalty 3636.288308 = -7470071.065709
  nChanged 87
		SP:Iteration 81Q (45039.930000 sec): 3 clusters
  Score: Raw -7473714.450589 + Penalty 3636.288308 = -7470078.162282
  nChanged 83
		SP:Iteration 82Q (45040.370000 sec): 3 clusters
  Score: Raw -7473720.653603 + Penalty 3636.288308 = -7470084.365296
  nChanged 71
		SP:Iteration 83Q (45040.910000 sec): 3 clusters
  Score: Raw -7473725.712116 + Penalty 3636.288308 = -7470089.423808
  nChanged 82
		SP:Iteration 84Q (45041.390000 sec): 3 clusters
  Score: Raw -7473731.915319 + Penalty 3636.288308 = -7470095.627012
  nChanged 86
		SP:Iteration 85Q (45041.920000 sec): 3 clusters
  Score: Raw -7473738.570376 + Penalty 3636.288308 = -7470102.282069
  nChanged 81
		SP:Iteration 86Q (45042.440000 sec): 3 clusters
  Score: Raw -7473744.917583 + Penalty 3636.288308 = -7470108.629275
  nChanged 85
		SP:Iteration 87Q (45042.910000 sec): 3 clusters
  Score: Raw -7473752.185904 + Penalty 3636.288308 = -7470115.897596
  nChanged 81
		SP:Iteration 88Q (45043.430000 sec): 3 clusters
  Score: Raw -7473758.942001 + Penalty 3636.288308 = -7470122.653694
  nChanged 77
		SP:Iteration 89Q (45044.020000 sec): 3 clusters
  Score: Raw -7473763.943791 + Penalty 3636.288308 = -7470127.655484
  nChanged 65
		SP:Iteration 90Q (45044.490000 sec): 3 clusters
  Score: Raw -7473768.278519 + Penalty 3636.288308 = -7470131.990211
  nChanged 73
		SP:Iteration 91Q (45045.000000 sec): 3 clusters
  Score: Raw -7473773.335315 + Penalty 3636.288308 = -7470137.047007
  nChanged 70
		SP:Iteration 92Q (45045.500000 sec): 3 clusters
  Score: Raw -7473778.047167 + Penalty 3636.288308 = -7470141.758859
  nChanged 60
		SP:Iteration 93Q (45046.020000 sec): 3 clusters
  Score: Raw -7473781.911060 + Penalty 3636.288308 = -7470145.622753
  nChanged 56
		SP:Iteration 94Q (45046.440000 sec): 3 clusters
  Score: Raw -7473785.137081 + Penalty 3636.288308 = -7470148.848773
  nChanged 38
		SP:Iteration 95Q (45046.900000 sec): 3 clusters
  Score: Raw -7473787.134664 + Penalty 3636.288308 = -7470150.846356
  nChanged 32
		SP:Iteration 96Q (45047.440000 sec): 3 clusters
  Score: Raw -7473788.886567 + Penalty 3636.288308 = -7470152.598260
  nChanged 32
		SP:Iteration 97Q (45047.900000 sec): 3 clusters
  Score: Raw -7473790.642886 + Penalty 3636.288308 = -7470154.354578
  nChanged 39
		SP:Iteration 98Q (45048.420000 sec): 3 clusters
  Score: Raw -7473792.993244 + Penalty 3636.288308 = -7470156.704937
  nChanged 44
		SP:Iteration 99Q (45048.890000 sec): 3 clusters
  Score: Raw -7473795.508644 + Penalty 3636.288308 = -7470159.220336
  nChanged 41
		SP:Iteration 100F (45049.460000 sec): 3 clusters
  Score: Raw -7473798.371725 + Penalty 3636.288308 = -7470162.083417
  nChanged 52
		SP:Iteration 101Q (45049.950000 sec): 3 clusters
  Score: Raw -7473801.791137 + Penalty 3636.288308 = -7470165.502829
  nChanged 42
		SP:Iteration 102Q (45050.420000 sec): 3 clusters
  Score: Raw -7473804.499394 + Penalty 3636.288308 = -7470168.211086
  nChanged 46
		SP:Iteration 103Q (45050.880000 sec): 3 clusters
  Score: Raw -7473807.259573 + Penalty 3636.288308 = -7470170.971266
  nChanged 50
		SP:Iteration 104Q (45051.410000 sec): 3 clusters
  Score: Raw -7473810.248780 + Penalty 3636.288308 = -7470173.960472
  nChanged 38
		SP:Iteration 105Q (45051.920000 sec): 3 clusters
  Score: Raw -7473812.385575 + Penalty 3636.288308 = -7470176.097268
  nChanged 37
		SP:Iteration 106Q (45052.450000 sec): 3 clusters
  Score: Raw -7473814.447869 + Penalty 3636.288308 = -7470178.159561
  nChanged 35
		SP:Iteration 107Q (45052.990000 sec): 3 clusters
  Score: Raw -7473816.355897 + Penalty 3636.288308 = -7470180.067589
  nChanged 36
		SP:Iteration 108Q (45053.540000 sec): 3 clusters
  Score: Raw -7473818.237228 + Penalty 3636.288308 = -7470181.948921
  nChanged 41
		SP:Iteration 109Q (45054.070000 sec): 3 clusters
  Score: Raw -7473820.264889 + Penalty 3636.288308 = -7470183.976582
  nChanged 38
		SP:Iteration 110Q (45054.580000 sec): 3 clusters
  Score: Raw -7473822.457681 + Penalty 3636.288308 = -7470186.169373
  nChanged 34
		SP:Iteration 111Q (45055.190000 sec): 3 clusters
  Score: Raw -7473824.655535 + Penalty 3636.288308 = -7470188.367227
  nChanged 33
		SP:Iteration 112Q (45055.680000 sec): 3 clusters
  Score: Raw -7473826.546058 + Penalty 3636.288308 = -7470190.257750
  nChanged 33
		SP:Iteration 113Q (45056.270000 sec): 3 clusters
  Score: Raw -7473828.712432 + Penalty 3636.288308 = -7470192.424124
  nChanged 32
		SP:Iteration 114Q (45056.790000 sec): 3 clusters
  Score: Raw -7473831.346624 + Penalty 3636.288308 = -7470195.058316
  nChanged 35
		SP:Iteration 115Q (45057.340000 sec): 3 clusters
  Score: Raw -7473834.393189 + Penalty 3636.288308 = -7470198.104881
  nChanged 36
		SP:Iteration 116Q (45057.820000 sec): 3 clusters
  Score: Raw -7473836.728074 + Penalty 3636.288308 = -7470200.439767
  nChanged 34
		SP:Iteration 117Q (45058.340000 sec): 3 clusters
  Score: Raw -7473838.753093 + Penalty 3636.288308 = -7470202.464785
  nChanged 31
		SP:Iteration 118Q (45058.820000 sec): 3 clusters
  Score: Raw -7473840.656356 + Penalty 3636.288308 = -7470204.368049
  nChanged 34
		SP:Iteration 119Q (45059.320000 sec): 3 clusters
  Score: Raw -7473842.857161 + Penalty 3636.288308 = -7470206.568854
  nChanged 35
		SP:Iteration 120F (45059.840000 sec): 3 clusters
  Score: Raw -7473845.203124 + Penalty 3636.288308 = -7470208.914817
  nChanged 32
		SP:Iteration 121Q (45060.310000 sec): 3 clusters
  Score: Raw -7473847.355821 + Penalty 3636.288308 = -7470211.067513
  nChanged 32
		SP:Iteration 122Q (45060.730000 sec): 3 clusters
  Score: Raw -7473849.434981 + Penalty 3636.288308 = -7470213.146674
  nChanged 36
		SP:Iteration 123Q (45061.140000 sec): 3 clusters
  Score: Raw -7473851.475308 + Penalty 3636.288308 = -7470215.187001
  nChanged 38
		SP:Iteration 124Q (45061.560000 sec): 3 clusters
  Score: Raw -7473853.630765 + Penalty 3636.288308 = -7470217.342458
  nChanged 31
		SP:Iteration 125Q (45061.960000 sec): 3 clusters
  Score: Raw -7473855.284915 + Penalty 3636.288308 = -7470218.996607
  nChanged 30
		SP:Iteration 126Q (45062.370000 sec): 3 clusters
  Score: Raw -7473856.925029 + Penalty 3636.288308 = -7470220.636721
  nChanged 26
		SP:Iteration 127Q (45062.780000 sec): 3 clusters
  Score: Raw -7473858.474883 + Penalty 3636.288308 = -7470222.186575
  nChanged 33
		SP:Iteration 128Q (45063.180000 sec): 3 clusters
  Score: Raw -7473860.530970 + Penalty 3636.288308 = -7470224.242663
  nChanged 37
		SP:Iteration 129Q (45063.570000 sec): 3 clusters
  Score: Raw -7473862.719473 + Penalty 3636.288308 = -7470226.431166
  nChanged 34
		SP:Iteration 130Q (45063.980000 sec): 3 clusters
  Score: Raw -7473864.750294 + Penalty 3636.288308 = -7470228.461986
  nChanged 29
		SP:Iteration 131Q (45064.380000 sec): 3 clusters
  Score: Raw -7473866.616722 + Penalty 3636.288308 = -7470230.328414
  nChanged 38
		SP:Iteration 132Q (45064.760000 sec): 3 clusters
  Score: Raw -7473868.739400 + Penalty 3636.288308 = -7470232.451092
  nChanged 45
		SP:Iteration 133Q (45065.150000 sec): 3 clusters
  Score: Raw -7473871.221889 + Penalty 3636.288308 = -7470234.933582
  nChanged 42
		SP:Iteration 134Q (45065.540000 sec): 3 clusters
  Score: Raw -7473873.762179 + Penalty 3636.288308 = -7470237.473872
  nChanged 41
		SP:Iteration 135Q (45065.960000 sec): 3 clusters
  Score: Raw -7473875.991121 + Penalty 3636.288308 = -7470239.702813
  nChanged 32
		SP:Iteration 136Q (45066.370000 sec): 3 clusters
  Score: Raw -7473877.989413 + Penalty 3636.288308 = -7470241.701105
  nChanged 27
		SP:Iteration 137Q (45066.800000 sec): 3 clusters
  Score: Raw -7473879.486784 + Penalty 3636.288308 = -7470243.198476
  nChanged 25
		SP:Iteration 138Q (45067.230000 sec): 3 clusters
  Score: Raw -7473880.732356 + Penalty 3636.288308 = -7470244.444049
  nChanged 28
		SP:Iteration 139Q (45067.630000 sec): 3 clusters
  Score: Raw -7473882.926644 + Penalty 3636.288308 = -7470246.638336
  nChanged 33
		SP:Iteration 140F (45068.100000 sec): 3 clusters
  Score: Raw -7473885.406357 + Penalty 3636.288308 = -7470249.118050
  nChanged 43
		SP:Iteration 141Q (45068.580000 sec): 3 clusters
  Score: Raw -7473888.256516 + Penalty 3636.288308 = -7470251.968208
  nChanged 43
		SP:Iteration 142Q (45069.030000 sec): 3 clusters
  Score: Raw -7473891.251476 + Penalty 3636.288308 = -7470254.963169
  nChanged 39
		SP:Iteration 143Q (45069.460000 sec): 3 clusters
  Score: Raw -7473893.727258 + Penalty 3636.288308 = -7470257.438951
  nChanged 34
		SP:Iteration 144Q (45069.890000 sec): 3 clusters
  Score: Raw -7473896.051821 + Penalty 3636.288308 = -7470259.763514
  nChanged 44
		SP:Iteration 145Q (45070.300000 sec): 3 clusters
  Score: Raw -7473899.514448 + Penalty 3636.288308 = -7470263.226140
  nChanged 41
		SP:Iteration 146Q (45070.750000 sec): 3 clusters
  Score: Raw -7473902.544810 + Penalty 3636.288308 = -7470266.256503
  nChanged 31
		SP:Iteration 147Q (45071.200000 sec): 3 clusters
  Score: Raw -7473904.901118 + Penalty 3636.288308 = -7470268.612810
  nChanged 34
		SP:Iteration 148Q (45071.650000 sec): 3 clusters
  Score: Raw -7473907.297529 + Penalty 3636.288308 = -7470271.009221
  nChanged 37
		SP:Iteration 149Q (45072.120000 sec): 3 clusters
  Score: Raw -7473909.413071 + Penalty 3636.288308 = -7470273.124763
  nChanged 36
		SP:Iteration 150Q (45072.600000 sec): 3 clusters
  Score: Raw -7473911.816405 + Penalty 3636.288308 = -7470275.528097
  nChanged 47
		SP:Iteration 151Q (45073.080000 sec): 3 clusters
  Score: Raw -7473915.084330 + Penalty 3636.288308 = -7470278.796023
  nChanged 49
		SP:Iteration 152Q (45073.520000 sec): 3 clusters
  Score: Raw -7473918.762490 + Penalty 3636.288308 = -7470282.474183
  nChanged 50
		SP:Iteration 153Q (45074.010000 sec): 3 clusters
  Score: Raw -7473922.129581 + Penalty 3636.288308 = -7470285.841274
  nChanged 43
		SP:Iteration 154Q (45074.490000 sec): 3 clusters
  Score: Raw -7473925.330199 + Penalty 3636.288308 = -7470289.041892
  nChanged 42
		SP:Iteration 155Q (45074.950000 sec): 3 clusters
  Score: Raw -7473928.251169 + Penalty 3636.288308 = -7470291.962861
  nChanged 43
		SP:Iteration 156Q (45075.410000 sec): 3 clusters
  Score: Raw -7473931.339823 + Penalty 3636.288308 = -7470295.051515
  nChanged 36
		SP:Iteration 157Q (45075.840000 sec): 3 clusters
  Score: Raw -7473934.163075 + Penalty 3636.288308 = -7470297.874767
  nChanged 52
		SP:Iteration 158Q (45076.280000 sec): 3 clusters
  Score: Raw -7473938.071614 + Penalty 3636.288308 = -7470301.783306
  nChanged 31
		SP:Iteration 159Q (45076.740000 sec): 3 clusters
  Score: Raw -7473940.026715 + Penalty 3636.288308 = -7470303.738407
  nChanged 28
		SP:Iteration 160F (45077.220000 sec): 3 clusters
  Score: Raw -7473941.546028 + Penalty 3636.288308 = -7470305.257720
  nChanged 25
		SP:Iteration 161Q (45077.650000 sec): 3 clusters
  Score: Raw -7473942.912485 + Penalty 3636.288308 = -7470306.624177
  nChanged 23
		SP:Iteration 162Q (45078.080000 sec): 3 clusters
  Score: Raw -7473944.280567 + Penalty 3636.288308 = -7470307.992259
  nChanged 26
		SP:Iteration 163Q (45078.500000 sec): 3 clusters
  Score: Raw -7473945.807930 + Penalty 3636.288308 = -7470309.519623
  nChanged 32
		SP:Iteration 164Q (45078.900000 sec): 3 clusters
  Score: Raw -7473947.660306 + Penalty 3636.288308 = -7470311.371999
  nChanged 34
		SP:Iteration 165Q (45079.390000 sec): 3 clusters
  Score: Raw -7473949.803124 + Penalty 3636.288308 = -7470313.514817
  nChanged 39
		SP:Iteration 166Q (45079.810000 sec): 3 clusters
  Score: Raw -7473952.889351 + Penalty 3636.288308 = -7470316.601043
  nChanged 46
		SP:Iteration 167Q (45080.200000 sec): 3 clusters
  Score: Raw -7473956.260514 + Penalty 3636.288308 = -7470319.972206
  nChanged 38
		SP:Iteration 168Q (45080.630000 sec): 3 clusters
  Score: Raw -7473958.538088 + Penalty 3636.288308 = -7470322.249781
  nChanged 38
		SP:Iteration 169Q (45081.060000 sec): 3 clusters
  Score: Raw -7473960.714576 + Penalty 3636.288308 = -7470324.426269
  nChanged 32
		SP:Iteration 170Q (45081.490000 sec): 3 clusters
  Score: Raw -7473962.907849 + Penalty 3636.288308 = -7470326.619541
  nChanged 38
		SP:Iteration 171Q (45081.930000 sec): 3 clusters
  Score: Raw -7473965.805142 + Penalty 3636.288308 = -7470329.516834
  nChanged 35
		SP:Iteration 172Q (45082.360000 sec): 3 clusters
  Score: Raw -7473968.182219 + Penalty 3636.288308 = -7470331.893912
  nChanged 31
		SP:Iteration 173Q (45082.760000 sec): 3 clusters
  Score: Raw -7473969.834166 + Penalty 3636.288308 = -7470333.545858
  nChanged 27
		SP:Iteration 174Q (45083.240000 sec): 3 clusters
  Score: Raw -7473971.403695 + Penalty 3636.288308 = -7470335.115388
  nChanged 30
		SP:Iteration 175Q (45083.680000 sec): 3 clusters
  Score: Raw -7473973.560306 + Penalty 3636.288308 = -7470337.271998
  nChanged 33
		SP:Iteration 176Q (45084.120000 sec): 3 clusters
  Score: Raw -7473976.180629 + Penalty 3636.288308 = -7470339.892321
  nChanged 37
		SP:Iteration 177Q (45084.630000 sec): 3 clusters
  Score: Raw -7473978.867592 + Penalty 3636.288308 = -7470342.579284
  nChanged 37
		SP:Iteration 178Q (45085.080000 sec): 3 clusters
  Score: Raw -7473981.249470 + Penalty 3636.288308 = -7470344.961162
  nChanged 29
		SP:Iteration 179Q (45085.600000 sec): 3 clusters
  Score: Raw -7473983.230561 + Penalty 3636.288308 = -7470346.942253
  nChanged 26
		SP:Iteration 180F (45086.130000 sec): 3 clusters
  Score: Raw -7473984.903052 + Penalty 3636.288308 = -7470348.614745
  nChanged 28
		SP:Iteration 181Q (45086.660000 sec): 3 clusters
  Score: Raw -7473986.789016 + Penalty 3636.288308 = -7470350.500708
  nChanged 33
		SP:Iteration 182Q (45087.130000 sec): 3 clusters
  Score: Raw -7473989.452081 + Penalty 3636.288308 = -7470353.163773
  nChanged 32
		SP:Iteration 183Q (45087.680000 sec): 3 clusters
  Score: Raw -7473991.797617 + Penalty 3636.288308 = -7470355.509309
  nChanged 29
		SP:Iteration 184Q (45088.120000 sec): 3 clusters
  Score: Raw -7473993.887174 + Penalty 3636.288308 = -7470357.598866
  nChanged 22
		SP:Iteration 185Q (45088.590000 sec): 3 clusters
  Score: Raw -7473995.380903 + Penalty 3636.288308 = -7470359.092595
  nChanged 22
		SP:Iteration 186Q (45089.050000 sec): 3 clusters
  Score: Raw -7473996.532200 + Penalty 3636.288308 = -7470360.243893
  nChanged 14
		SP:Iteration 187Q (45089.560000 sec): 3 clusters
  Score: Raw -7473997.405161 + Penalty 3636.288308 = -7470361.116853
  nChanged 15
		SP:Iteration 188Q (45090.020000 sec): 3 clusters
  Score: Raw -7473998.261601 + Penalty 3636.288308 = -7470361.973293
  nChanged 13
		SP:Iteration 189Q (45090.540000 sec): 3 clusters
  Score: Raw -7473999.048043 + Penalty 3636.288308 = -7470362.759735
  nChanged 14
		SP:Iteration 190Q (45091.000000 sec): 3 clusters
  Score: Raw -7473999.849542 + Penalty 3636.288308 = -7470363.561234
  nChanged 10
		SP:Iteration 191Q (45091.440000 sec): 3 clusters
  Score: Raw -7474000.314615 + Penalty 3636.288308 = -7470364.026307
  nChanged 10
		SP:Iteration 192Q (45091.880000 sec): 3 clusters
  Score: Raw -7474001.021552 + Penalty 3636.288308 = -7470364.733244
  nChanged 14
		SP:Iteration 193Q (45092.310000 sec): 3 clusters
  Score: Raw -7474002.017912 + Penalty 3636.288308 = -7470365.729604
  nChanged 15
		SP:Iteration 194Q (45092.740000 sec): 3 clusters
  Score: Raw -7474002.781836 + Penalty 3636.288308 = -7470366.493528
  nChanged 15
		SP:Iteration 195Q (45093.210000 sec): 3 clusters
  Score: Raw -7474003.744783 + Penalty 3636.288308 = -7470367.456475
  nChanged 19
		SP:Iteration 196Q (45093.620000 sec): 3 clusters
  Score: Raw -7474005.374156 + Penalty 3636.288308 = -7470369.085848
  nChanged 24
		SP:Iteration 197Q (45094.060000 sec): 3 clusters
  Score: Raw -7474006.851509 + Penalty 3636.288308 = -7470370.563202
  nChanged 29
		SP:Iteration 198Q (45094.480000 sec): 3 clusters
  Score: Raw -7474008.841062 + Penalty 3636.288308 = -7470372.552755
  nChanged 26
		SP:Iteration 199Q (45094.930000 sec): 3 clusters
  Score: Raw -7474010.409468 + Penalty 3636.288308 = -7470374.121160
  nChanged 24
		SP:Iteration 200F (45095.400000 sec): 3 clusters
  Score: Raw -7474011.936744 + Penalty 3636.288308 = -7470375.648436
  nChanged 24
		SP:Iteration 201Q (45095.920000 sec): 3 clusters
  Score: Raw -7474013.385052 + Penalty 3636.288308 = -7470377.096744
  nChanged 20
		SP:Iteration 202Q (45096.390000 sec): 3 clusters
  Score: Raw -7474015.278533 + Penalty 3636.288308 = -7470378.990225
  nChanged 26
		SP:Iteration 203Q (45096.880000 sec): 3 clusters
  Score: Raw -7474017.260781 + Penalty 3636.288308 = -7470380.972473
  nChanged 22
		SP:Iteration 204Q (45097.390000 sec): 3 clusters
  Score: Raw -7474018.939113 + Penalty 3636.288308 = -7470382.650805
  nChanged 28
		SP:Iteration 205Q (45097.870000 sec): 3 clusters
  Score: Raw -7474021.252363 + Penalty 3636.288308 = -7470384.964055
  nChanged 32
		SP:Iteration 206Q (45098.350000 sec): 3 clusters
  Score: Raw -7474024.040034 + Penalty 3636.288308 = -7470387.751726
  nChanged 38
		SP:Iteration 207Q (45098.850000 sec): 3 clusters
  Score: Raw -7474026.587441 + Penalty 3636.288308 = -7470390.299133
  nChanged 37
		SP:Iteration 208Q (45099.340000 sec): 3 clusters
  Score: Raw -7474029.710941 + Penalty 3636.288308 = -7470393.422633
  nChanged 33
		SP:Iteration 209Q (45099.840000 sec): 3 clusters
  Score: Raw -7474032.119541 + Penalty 3636.288308 = -7470395.831233
  nChanged 29
		SP:Iteration 210Q (45100.260000 sec): 3 clusters
  Score: Raw -7474034.612246 + Penalty 3636.288308 = -7470398.323938
  nChanged 35
		SP:Iteration 211Q (45100.760000 sec): 3 clusters
  Score: Raw -7474037.257871 + Penalty 3636.288308 = -7470400.969564
  nChanged 38
		SP:Iteration 212Q (45101.270000 sec): 3 clusters
  Score: Raw -7474040.470141 + Penalty 3636.288308 = -7470404.181834
  nChanged 40
		SP:Iteration 213Q (45101.800000 sec): 3 clusters
  Score: Raw -7474043.800530 + Penalty 3636.288308 = -7470407.512223
  nChanged 39
		SP:Iteration 214Q (45102.300000 sec): 3 clusters
  Score: Raw -7474047.138947 + Penalty 3636.288308 = -7470410.850640
  nChanged 41
		SP:Iteration 215Q (45102.790000 sec): 3 clusters
  Score: Raw -7474050.247550 + Penalty 3636.288308 = -7470413.959243
  nChanged 34
		SP:Iteration 216Q (45103.260000 sec): 3 clusters
  Score: Raw -7474052.912347 + Penalty 3636.288308 = -7470416.624039
  nChanged 31
		SP:Iteration 217Q (45103.760000 sec): 3 clusters
  Score: Raw -7474055.756446 + Penalty 3636.288308 = -7470419.468138
  nChanged 32
		SP:Iteration 218Q (45104.250000 sec): 3 clusters
  Score: Raw -7474058.710459 + Penalty 3636.288308 = -7470422.422151
  nChanged 35
		SP:Iteration 219Q (45104.660000 sec): 3 clusters
  Score: Raw -7474061.356021 + Penalty 3636.288308 = -7470425.067713
  nChanged 26
		SP:Iteration 220F (45105.170000 sec): 3 clusters
  Score: Raw -7474063.423692 + Penalty 3636.288308 = -7470427.135385
  nChanged 34
		SP:Iteration 221Q (45105.610000 sec): 3 clusters
  Score: Raw -7474066.278258 + Penalty 3636.288308 = -7470429.989951
  nChanged 36
		SP:Iteration 222Q (45106.040000 sec): 3 clusters
  Score: Raw -7474069.262408 + Penalty 3636.288308 = -7470432.974100
  nChanged 32
		SP:Iteration 223Q (45106.540000 sec): 3 clusters
  Score: Raw -7474071.634327 + Penalty 3636.288308 = -7470435.346019
  nChanged 31
		SP:Iteration 224Q (45107.010000 sec): 3 clusters
  Score: Raw -7474073.977415 + Penalty 3636.288308 = -7470437.689107
  nChanged 31
		SP:Iteration 225Q (45107.490000 sec): 3 clusters
  Score: Raw -7474076.105051 + Penalty 3636.288308 = -7470439.816743
  nChanged 22
		SP:Iteration 226Q (45107.940000 sec): 3 clusters
  Score: Raw -7474077.511488 + Penalty 3636.288308 = -7470441.223180
  nChanged 27
		SP:Iteration 227Q (45108.430000 sec): 3 clusters
  Score: Raw -7474079.292729 + Penalty 3636.288308 = -7470443.004421
  nChanged 24
		SP:Iteration 228Q (45108.910000 sec): 3 clusters
  Score: Raw -7474081.048032 + Penalty 3636.288308 = -7470444.759725
  nChanged 19
		SP:Iteration 229Q (45109.420000 sec): 3 clusters
  Score: Raw -7474082.815685 + Penalty 3636.288308 = -7470446.527378
  nChanged 23
		SP:Iteration 230Q (45109.860000 sec): 3 clusters
  Score: Raw -7474084.174125 + Penalty 3636.288308 = -7470447.885817
  nChanged 24
		SP:Iteration 231Q (45110.360000 sec): 3 clusters
  Score: Raw -7474085.356550 + Penalty 3636.288308 = -7470449.068242
  nChanged 17
		SP:Iteration 232Q (45110.840000 sec): 3 clusters
  Score: Raw -7474086.113665 + Penalty 3636.288308 = -7470449.825357
  nChanged 15
		SP:Iteration 233Q (45111.300000 sec): 3 clusters
  Score: Raw -7474086.817381 + Penalty 3636.288308 = -7470450.529074
  nChanged 11
		SP:Iteration 234Q (45111.730000 sec): 3 clusters
  Score: Raw -7474087.474655 + Penalty 3636.288308 = -7470451.186347
  nChanged 8
		SP:Iteration 235Q (45112.160000 sec): 3 clusters
  Score: Raw -7474087.781121 + Penalty 3636.288308 = -7470451.492814
  nChanged 7
		SP:Iteration 236Q (45112.610000 sec): 3 clusters
  Score: Raw -7474088.069764 + Penalty 3636.288308 = -7470451.781457
  nChanged 7
		SP:Iteration 237Q (45113.050000 sec): 3 clusters
  Score: Raw -7474088.438636 + Penalty 3636.288308 = -7470452.150328
  nChanged 8
		SP:Iteration 238Q (45113.500000 sec): 3 clusters
  Score: Raw -7474088.997032 + Penalty 3636.288308 = -7470452.708725
  nChanged 2
		SP:Iteration 239Q (45113.980000 sec): 3 clusters
  Score: Raw -7474089.080898 + Penalty 3636.288308 = -7470452.792591
  nChanged 3
		SP:Iteration 240F (45114.500000 sec): 3 clusters
  Score: Raw -7474089.236127 + Penalty 3636.288308 = -7470452.947820
  nChanged 1
		SP:Iteration 241Q (45115.000000 sec): 3 clusters
  Score: Raw -7474089.267203 + Penalty 3636.288308 = -7470452.978895
  nChanged 1
		SP:Iteration 242Q (45115.450000 sec): 3 clusters
  Score: Raw -7474089.289064 + Penalty 3636.288308 = -7470453.000756
  nChanged 2
		SP:Iteration 243Q (45115.930000 sec): 3 clusters
  Score: Raw -7474089.367093 + Penalty 3636.288308 = -7470453.078785
  nChanged 0
		SP:Iteration 244F (45116.400000 sec): 3 clusters
  Score: Raw -7474089.367093 + Penalty 3636.288308 = -7470453.078785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45116.570000 sec): 2 clusters
  Score: Raw -1996628.203829 + Penalty 1600.012234 = -1995028.191595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45116.820000 sec): 3 clusters
  Score: Raw -1985321.044979 + Penalty 3200.024468 = -1982121.020510
  nChanged 8542
		SP:Iteration 1F (45117.080000 sec): 3 clusters
  Score: Raw -1989878.249210 + Penalty 3200.024468 = -1986678.224741
  nChanged 1032
		SP:Iteration 2F (45117.330000 sec): 3 clusters
  Score: Raw -1990273.244941 + Penalty 3200.024468 = -1987073.220472
  nChanged 947
		SP:Iteration 3F (45117.630000 sec): 3 clusters
  Score: Raw -1990679.926749 + Penalty 3200.024468 = -1987479.902280
  nChanged 1011
		SP:Iteration 4F (45117.940000 sec): 3 clusters
  Score: Raw -1991178.916861 + Penalty 3200.024468 = -1987978.892392
  nChanged 1104
		SP:Iteration 5F (45118.200000 sec): 3 clusters
  Score: Raw -1991838.910420 + Penalty 3200.024468 = -1988638.885952
  nChanged 1217
		SP:Iteration 6F (45118.420000 sec): 3 clusters
  Score: Raw -1992704.906780 + Penalty 3200.024468 = -1989504.882312
  nChanged 1257
		SP:Iteration 7F (45118.720000 sec): 3 clusters
  Score: Raw -1993763.895600 + Penalty 3200.024468 = -1990563.871132
  nChanged 1117
		SP:Iteration 8F (45118.970000 sec): 3 clusters
  Score: Raw -1994784.290884 + Penalty 3200.024468 = -1991584.266416
  nChanged 847
		SP:Iteration 9Q (45119.220000 sec): 3 clusters
  Score: Raw -1995599.761106 + Penalty 3200.024468 = -1992399.736638
  nChanged 568
		SP:Iteration 10Q (45119.440000 sec): 3 clusters
  Score: Raw -1996144.993610 + Penalty 3200.024468 = -1992944.969141
  nChanged 317
		SP:Iteration 11Q (45119.720000 sec): 3 clusters
  Score: Raw -1996439.979663 + Penalty 3200.024468 = -1993239.955194
  nChanged 182
		SP:Iteration 12Q (45119.960000 sec): 3 clusters
  Score: Raw -1996604.165399 + Penalty 3200.024468 = -1993404.140930
  nChanged 113
		SP:Iteration 13Q (45120.210000 sec): 3 clusters
  Score: Raw -1996701.998560 + Penalty 3200.024468 = -1993501.974092
  nChanged 69
		SP:Iteration 14Q (45120.480000 sec): 3 clusters
  Score: Raw -1996756.993103 + Penalty 3200.024468 = -1993556.968634
  nChanged 38
		SP:Iteration 15Q (45120.700000 sec): 3 clusters
  Score: Raw -1996792.285357 + Penalty 3200.024468 = -1993592.260889
  nChanged 30
		SP:Iteration 16Q (45120.940000 sec): 3 clusters
  Score: Raw -1996816.625163 + Penalty 3200.024468 = -1993616.600695
  nChanged 20
		SP:Iteration 17Q (45121.180000 sec): 3 clusters
  Score: Raw -1996832.502483 + Penalty 3200.024468 = -1993632.478014
  nChanged 16
		SP:Iteration 18Q (45121.410000 sec): 3 clusters
  Score: Raw -1996845.313515 + Penalty 3200.024468 = -1993645.289046
  nChanged 11
		SP:Iteration 19Q (45121.600000 sec): 3 clusters
  Score: Raw -1996852.957339 + Penalty 3200.024468 = -1993652.932870
  nChanged 7
		SP:Iteration 20F (45121.860000 sec): 3 clusters
  Score: Raw -1996859.532214 + Penalty 3200.024468 = -1993659.507745
  nChanged 10
		SP:Iteration 21Q (45122.120000 sec): 3 clusters
  Score: Raw -1996866.066070 + Penalty 3200.024468 = -1993666.041602
  nChanged 5
		SP:Iteration 22Q (45122.370000 sec): 3 clusters
  Score: Raw -1996869.668231 + Penalty 3200.024468 = -1993669.643763
  nChanged 3
		SP:Iteration 23Q (45122.660000 sec): 3 clusters
  Score: Raw -1996870.680643 + Penalty 3200.024468 = -1993670.656175
  nChanged 1
		SP:Iteration 24Q (45122.860000 sec): 3 clusters
  Score: Raw -1996870.758920 + Penalty 3200.024468 = -1993670.734452
  nChanged 0
		SP:Iteration 25F (45123.120000 sec): 3 clusters
  Score: Raw -1996870.758920 + Penalty 3200.024468 = -1993670.734452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45123.420000 sec): 2 clusters
  Score: Raw -4069837.761998 + Penalty 1727.555151 = -4068110.206848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45123.800000 sec): 3 clusters
  Score: Raw -4043924.633997 + Penalty 3455.110302 = -4040469.523695
  nChanged 19255
		SP:Iteration 1F (45124.150000 sec): 3 clusters
  Score: Raw -4054985.377262 + Penalty 3455.110302 = -4051530.266960
  nChanged 2025
		SP:Iteration 2Q (45124.510000 sec): 3 clusters
  Score: Raw -4055792.775605 + Penalty 3455.110302 = -4052337.665304
  nChanged 2050
		SP:Iteration 3Q (45124.800000 sec): 3 clusters
  Score: Raw -4056661.596134 + Penalty 3455.110302 = -4053206.485833
  nChanged 2104
		SP:Iteration 4F (45125.140000 sec): 3 clusters
  Score: Raw -4057661.721740 + Penalty 3455.110302 = -4054206.611438
  nChanged 2287
		SP:Iteration 5F (45125.520000 sec): 3 clusters
  Score: Raw -4058882.063740 + Penalty 3455.110302 = -4055426.953439
  nChanged 2300
		SP:Iteration 6F (45125.830000 sec): 3 clusters
  Score: Raw -4060163.873693 + Penalty 3455.110302 = -4056708.763391
  nChanged 2241
		SP:Iteration 7F (45126.240000 sec): 3 clusters
  Score: Raw -4061442.384271 + Penalty 3455.110302 = -4057987.273969
  nChanged 2071
		SP:Iteration 8F (45126.570000 sec): 3 clusters
  Score: Raw -4062569.199064 + Penalty 3455.110302 = -4059114.088762
  nChanged 1787
		SP:Iteration 9Q (45126.910000 sec): 3 clusters
  Score: Raw -4063428.998498 + Penalty 3455.110302 = -4059973.888196
  nChanged 1440
		SP:Iteration 10Q (45127.230000 sec): 3 clusters
  Score: Raw -4064001.639176 + Penalty 3455.110302 = -4060546.528874
  nChanged 1160
		SP:Iteration 11Q (45127.610000 sec): 3 clusters
  Score: Raw -4064365.441554 + Penalty 3455.110302 = -4060910.331252
  nChanged 898
		SP:Iteration 12Q (45128.000000 sec): 3 clusters
  Score: Raw -4064586.743191 + Penalty 3455.110302 = -4061131.632889
  nChanged 608
		SP:Iteration 13Q (45128.360000 sec): 3 clusters
  Score: Raw -4064693.496162 + Penalty 3455.110302 = -4061238.385860
  nChanged 431
		SP:Iteration 14Q (45128.650000 sec): 3 clusters
  Score: Raw -4064756.428107 + Penalty 3455.110302 = -4061301.317805
  nChanged 337
		SP:Iteration 15Q (45129.030000 sec): 3 clusters
  Score: Raw -4064800.727853 + Penalty 3455.110302 = -4061345.617551
  nChanged 281
		SP:Iteration 16Q (45129.400000 sec): 3 clusters
  Score: Raw -4064837.990910 + Penalty 3455.110302 = -4061382.880608
  nChanged 276
		SP:Iteration 17Q (45129.740000 sec): 3 clusters
  Score: Raw -4064869.937759 + Penalty 3455.110302 = -4061414.827457
  nChanged 228
		SP:Iteration 18Q (45130.150000 sec): 3 clusters
  Score: Raw -4064895.686103 + Penalty 3455.110302 = -4061440.575801
  nChanged 225
		SP:Iteration 19Q (45130.510000 sec): 3 clusters
  Score: Raw -4064922.537352 + Penalty 3455.110302 = -4061467.427050
  nChanged 224
		SP:Iteration 20F (45130.850000 sec): 3 clusters
  Score: Raw -4064950.907095 + Penalty 3455.110302 = -4061495.796794
  nChanged 250
		SP:Iteration 21Q (45131.240000 sec): 3 clusters
  Score: Raw -4064986.471050 + Penalty 3455.110302 = -4061531.360748
  nChanged 257
		SP:Iteration 22Q (45131.660000 sec): 3 clusters
  Score: Raw -4065022.266538 + Penalty 3455.110302 = -4061567.156236
  nChanged 250
		SP:Iteration 23Q (45132.030000 sec): 3 clusters
  Score: Raw -4065056.626278 + Penalty 3455.110302 = -4061601.515977
  nChanged 260
		SP:Iteration 24Q (45132.370000 sec): 3 clusters
  Score: Raw -4065093.173444 + Penalty 3455.110302 = -4061638.063142
  nChanged 257
		SP:Iteration 25Q (45132.700000 sec): 3 clusters
  Score: Raw -4065126.949360 + Penalty 3455.110302 = -4061671.839058
  nChanged 263
		SP:Iteration 26Q (45133.030000 sec): 3 clusters
  Score: Raw -4065162.277011 + Penalty 3455.110302 = -4061707.166709
  nChanged 256
		SP:Iteration 27Q (45133.380000 sec): 3 clusters
  Score: Raw -4065192.666993 + Penalty 3455.110302 = -4061737.556692
  nChanged 225
		SP:Iteration 28Q (45133.780000 sec): 3 clusters
  Score: Raw -4065219.036223 + Penalty 3455.110302 = -4061763.925921
  nChanged 204
		SP:Iteration 29Q (45134.150000 sec): 3 clusters
  Score: Raw -4065242.914410 + Penalty 3455.110302 = -4061787.804109
  nChanged 219
		SP:Iteration 30Q (45134.560000 sec): 3 clusters
  Score: Raw -4065267.331083 + Penalty 3455.110302 = -4061812.220781
  nChanged 205
		SP:Iteration 31Q (45134.970000 sec): 3 clusters
  Score: Raw -4065290.514361 + Penalty 3455.110302 = -4061835.404059
  nChanged 210
		SP:Iteration 32Q (45135.350000 sec): 3 clusters
  Score: Raw -4065314.415724 + Penalty 3455.110302 = -4061859.305422
  nChanged 203
		SP:Iteration 33Q (45135.780000 sec): 3 clusters
  Score: Raw -4065337.392603 + Penalty 3455.110302 = -4061882.282301
  nChanged 193
		SP:Iteration 34Q (45136.190000 sec): 3 clusters
  Score: Raw -4065360.142307 + Penalty 3455.110302 = -4061905.032005
  nChanged 202
		SP:Iteration 35Q (45136.530000 sec): 3 clusters
  Score: Raw -4065381.227881 + Penalty 3455.110302 = -4061926.117580
  nChanged 189
		SP:Iteration 36Q (45136.930000 sec): 3 clusters
  Score: Raw -4065404.086361 + Penalty 3455.110302 = -4061948.976059
  nChanged 196
		SP:Iteration 37Q (45137.270000 sec): 3 clusters
  Score: Raw -4065428.891917 + Penalty 3455.110302 = -4061973.781615
  nChanged 212
		SP:Iteration 38Q (45137.640000 sec): 3 clusters
  Score: Raw -4065453.324033 + Penalty 3455.110302 = -4061998.213732
  nChanged 193
		SP:Iteration 39Q (45138.010000 sec): 3 clusters
  Score: Raw -4065473.865723 + Penalty 3455.110302 = -4062018.755421
  nChanged 202
		SP:Iteration 40F (45138.390000 sec): 3 clusters
  Score: Raw -4065494.296251 + Penalty 3455.110302 = -4062039.185950
  nChanged 185
		SP:Iteration 41Q (45138.760000 sec): 3 clusters
  Score: Raw -4065511.740762 + Penalty 3455.110302 = -4062056.630460
  nChanged 186
		SP:Iteration 42Q (45139.090000 sec): 3 clusters
  Score: Raw -4065530.014029 + Penalty 3455.110302 = -4062074.903728
  nChanged 189
		SP:Iteration 43Q (45139.400000 sec): 3 clusters
  Score: Raw -4065548.913310 + Penalty 3455.110302 = -4062093.803008
  nChanged 175
		SP:Iteration 44Q (45139.780000 sec): 3 clusters
  Score: Raw -4065566.609350 + Penalty 3455.110302 = -4062111.499048
  nChanged 177
		SP:Iteration 45Q (45140.080000 sec): 3 clusters
  Score: Raw -4065589.445586 + Penalty 3455.110302 = -4062134.335284
  nChanged 209
		SP:Iteration 46Q (45140.440000 sec): 3 clusters
  Score: Raw -4065615.750206 + Penalty 3455.110302 = -4062160.639904
  nChanged 225
		SP:Iteration 47Q (45140.740000 sec): 3 clusters
  Score: Raw -4065645.836207 + Penalty 3455.110302 = -4062190.725905
  nChanged 234
		SP:Iteration 48Q (45141.120000 sec): 3 clusters
  Score: Raw -4065676.567385 + Penalty 3455.110302 = -4062221.457083
  nChanged 235
		SP:Iteration 49Q (45141.460000 sec): 3 clusters
  Score: Raw -4065710.174452 + Penalty 3455.110302 = -4062255.064150
  nChanged 247
		SP:Iteration 50Q (45141.760000 sec): 3 clusters
  Score: Raw -4065745.664715 + Penalty 3455.110302 = -4062290.554413
  nChanged 246
		SP:Iteration 51Q (45142.130000 sec): 3 clusters
  Score: Raw -4065782.030416 + Penalty 3455.110302 = -4062326.920114
  nChanged 249
		SP:Iteration 52Q (45142.440000 sec): 3 clusters
  Score: Raw -4065820.156673 + Penalty 3455.110302 = -4062365.046372
  nChanged 274
		SP:Iteration 53Q (45142.800000 sec): 3 clusters
  Score: Raw -4065867.239689 + Penalty 3455.110302 = -4062412.129387
  nChanged 336
		SP:Iteration 54Q (45143.140000 sec): 3 clusters
  Score: Raw -4065926.757126 + Penalty 3455.110302 = -4062471.646824
  nChanged 336
		SP:Iteration 55Q (45143.500000 sec): 3 clusters
  Score: Raw -4065980.694106 + Penalty 3455.110302 = -4062525.583805
  nChanged 319
		SP:Iteration 56Q (45143.870000 sec): 3 clusters
  Score: Raw -4066030.789779 + Penalty 3455.110302 = -4062575.679477
  nChanged 290
		SP:Iteration 57Q (45144.240000 sec): 3 clusters
  Score: Raw -4066074.695896 + Penalty 3455.110302 = -4062619.585594
  nChanged 315
		SP:Iteration 58Q (45144.580000 sec): 3 clusters
  Score: Raw -4066122.681104 + Penalty 3455.110302 = -4062667.570803
  nChanged 320
		SP:Iteration 59Q (45144.900000 sec): 3 clusters
  Score: Raw -4066177.238692 + Penalty 3455.110302 = -4062722.128390
  nChanged 326
		SP:Iteration 60F (45145.240000 sec): 3 clusters
  Score: Raw -4066236.545254 + Penalty 3455.110302 = -4062781.434952
  nChanged 343
		SP:Iteration 61Q (45145.590000 sec): 3 clusters
  Score: Raw -4066308.715868 + Penalty 3455.110302 = -4062853.605566
  nChanged 374
		SP:Iteration 62Q (45145.930000 sec): 3 clusters
  Score: Raw -4066388.650705 + Penalty 3455.110302 = -4062933.540404
  nChanged 380
		SP:Iteration 63Q (45146.270000 sec): 3 clusters
  Score: Raw -4066474.591964 + Penalty 3455.110302 = -4063019.481663
  nChanged 420
		SP:Iteration 64Q (45146.550000 sec): 3 clusters
  Score: Raw -4066571.211002 + Penalty 3455.110302 = -4063116.100700
  nChanged 415
		SP:Iteration 65Q (45146.870000 sec): 3 clusters
  Score: Raw -4066673.619516 + Penalty 3455.110302 = -4063218.509214
  nChanged 428
		SP:Iteration 66Q (45147.230000 sec): 3 clusters
  Score: Raw -4066792.857859 + Penalty 3455.110302 = -4063337.747558
  nChanged 451
		SP:Iteration 67Q (45147.540000 sec): 3 clusters
  Score: Raw -4066916.240957 + Penalty 3455.110302 = -4063461.130655
  nChanged 438
		SP:Iteration 68Q (45147.850000 sec): 3 clusters
  Score: Raw -4067038.105703 + Penalty 3455.110302 = -4063582.995401
  nChanged 436
		SP:Iteration 69Q (45148.200000 sec): 3 clusters
  Score: Raw -4067165.701830 + Penalty 3455.110302 = -4063710.591528
  nChanged 444
		SP:Iteration 70Q (45148.520000 sec): 3 clusters
  Score: Raw -4067303.506245 + Penalty 3455.110302 = -4063848.395943
  nChanged 441
		SP:Iteration 71Q (45148.880000 sec): 3 clusters
  Score: Raw -4067445.357070 + Penalty 3455.110302 = -4063990.246768
  nChanged 433
		SP:Iteration 72Q (45149.200000 sec): 3 clusters
  Score: Raw -4067580.053137 + Penalty 3455.110302 = -4064124.942835
  nChanged 413
		SP:Iteration 73Q (45149.500000 sec): 3 clusters
  Score: Raw -4067697.829038 + Penalty 3455.110302 = -4064242.718737
  nChanged 379
		SP:Iteration 74Q (45149.800000 sec): 3 clusters
  Score: Raw -4067794.949210 + Penalty 3455.110302 = -4064339.838908
  nChanged 335
		SP:Iteration 75Q (45150.150000 sec): 3 clusters
  Score: Raw -4067879.638535 + Penalty 3455.110302 = -4064424.528233
  nChanged 346
		SP:Iteration 76Q (45150.450000 sec): 3 clusters
  Score: Raw -4067976.232359 + Penalty 3455.110302 = -4064521.122057
  nChanged 359
		SP:Iteration 77Q (45150.800000 sec): 3 clusters
  Score: Raw -4068077.439656 + Penalty 3455.110302 = -4064622.329354
  nChanged 342
		SP:Iteration 78Q (45151.140000 sec): 3 clusters
  Score: Raw -4068170.232861 + Penalty 3455.110302 = -4064715.122559
  nChanged 311
		SP:Iteration 79Q (45151.490000 sec): 3 clusters
  Score: Raw -4068256.888468 + Penalty 3455.110302 = -4064801.778167
  nChanged 318
		SP:Iteration 80F (45151.910000 sec): 3 clusters
  Score: Raw -4068348.709047 + Penalty 3455.110302 = -4064893.598745
  nChanged 322
		SP:Iteration 81Q (45152.260000 sec): 3 clusters
  Score: Raw -4068449.263128 + Penalty 3455.110302 = -4064994.152827
  nChanged 316
		SP:Iteration 82Q (45152.620000 sec): 3 clusters
  Score: Raw -4068548.831004 + Penalty 3455.110302 = -4065093.720702
  nChanged 329
		SP:Iteration 83Q (45152.960000 sec): 3 clusters
  Score: Raw -4068653.029357 + Penalty 3455.110302 = -4065197.919055
  nChanged 321
		SP:Iteration 84Q (45153.310000 sec): 3 clusters
  Score: Raw -4068748.958486 + Penalty 3455.110302 = -4065293.848184
  nChanged 303
		SP:Iteration 85Q (45153.620000 sec): 3 clusters
  Score: Raw -4068843.827640 + Penalty 3455.110302 = -4065388.717339
  nChanged 302
		SP:Iteration 86Q (45153.910000 sec): 3 clusters
  Score: Raw -4068946.207643 + Penalty 3455.110302 = -4065491.097341
  nChanged 322
		SP:Iteration 87Q (45154.260000 sec): 3 clusters
  Score: Raw -4069054.579061 + Penalty 3455.110302 = -4065599.468759
  nChanged 316
		SP:Iteration 88Q (45154.650000 sec): 3 clusters
  Score: Raw -4069163.229448 + Penalty 3455.110302 = -4065708.119146
  nChanged 295
		SP:Iteration 89Q (45154.990000 sec): 3 clusters
  Score: Raw -4069275.217730 + Penalty 3455.110302 = -4065820.107428
  nChanged 303
		SP:Iteration 90Q (45155.310000 sec): 3 clusters
  Score: Raw -4069401.939594 + Penalty 3455.110302 = -4065946.829292
  nChanged 282
		SP:Iteration 91Q (45155.690000 sec): 3 clusters
  Score: Raw -4069519.132033 + Penalty 3455.110302 = -4066064.021731
  nChanged 257
		SP:Iteration 92Q (45156.050000 sec): 3 clusters
  Score: Raw -4069628.674809 + Penalty 3455.110302 = -4066173.564507
  nChanged 254
		SP:Iteration 93Q (45156.390000 sec): 3 clusters
  Score: Raw -4069739.335673 + Penalty 3455.110302 = -4066284.225371
  nChanged 245
		SP:Iteration 94Q (45156.800000 sec): 3 clusters
  Score: Raw -4069840.003465 + Penalty 3455.110302 = -4066384.893164
  nChanged 225
		SP:Iteration 95Q (45157.170000 sec): 3 clusters
  Score: Raw -4069931.282403 + Penalty 3455.110302 = -4066476.172102
  nChanged 197
		SP:Iteration 96Q (45157.550000 sec): 3 clusters
  Score: Raw -4070020.906419 + Penalty 3455.110302 = -4066565.796117
  nChanged 194
		SP:Iteration 97Q (45157.960000 sec): 3 clusters
  Score: Raw -4070115.149971 + Penalty 3455.110302 = -4066660.039669
  nChanged 168
		SP:Iteration 98Q (45158.290000 sec): 3 clusters
  Score: Raw -4070193.781406 + Penalty 3455.110302 = -4066738.671104
  nChanged 143
		SP:Iteration 99Q (45158.670000 sec): 3 clusters
  Score: Raw -4070261.451614 + Penalty 3455.110302 = -4066806.341312
  nChanged 127
		SP:Iteration 100F (45159.100000 sec): 3 clusters
  Score: Raw -4070321.102444 + Penalty 3455.110302 = -4066865.992143
  nChanged 108
		SP:Iteration 101Q (45159.430000 sec): 3 clusters
  Score: Raw -4070372.971954 + Penalty 3455.110302 = -4066917.861653
  nChanged 104
		SP:Iteration 102Q (45159.830000 sec): 3 clusters
  Score: Raw -4070429.655708 + Penalty 3455.110302 = -4066974.545406
  nChanged 100
		SP:Iteration 103Q (45160.160000 sec): 3 clusters
  Score: Raw -4070482.099931 + Penalty 3455.110302 = -4067026.989630
  nChanged 88
		SP:Iteration 104Q (45160.550000 sec): 3 clusters
  Score: Raw -4070533.813833 + Penalty 3455.110302 = -4067078.703531
  nChanged 69
		SP:Iteration 105Q (45160.870000 sec): 3 clusters
  Score: Raw -4070570.610544 + Penalty 3455.110302 = -4067115.500242
  nChanged 58
		SP:Iteration 106Q (45161.190000 sec): 3 clusters
  Score: Raw -4070606.435225 + Penalty 3455.110302 = -4067151.324923
  nChanged 52
		SP:Iteration 107Q (45161.510000 sec): 3 clusters
  Score: Raw -4070633.296409 + Penalty 3455.110302 = -4067178.186108
  nChanged 31
		SP:Iteration 108Q (45161.780000 sec): 3 clusters
  Score: Raw -4070646.153929 + Penalty 3455.110302 = -4067191.043627
  nChanged 33
		SP:Iteration 109Q (45162.100000 sec): 3 clusters
  Score: Raw -4070658.455300 + Penalty 3455.110302 = -4067203.344998
  nChanged 27
		SP:Iteration 110Q (45162.390000 sec): 3 clusters
  Score: Raw -4070674.629671 + Penalty 3455.110302 = -4067219.519370
  nChanged 32
		SP:Iteration 111Q (45162.730000 sec): 3 clusters
  Score: Raw -4070688.866523 + Penalty 3455.110302 = -4067233.756221
  nChanged 23
		SP:Iteration 112Q (45163.080000 sec): 3 clusters
  Score: Raw -4070699.222735 + Penalty 3455.110302 = -4067244.112434
  nChanged 18
		SP:Iteration 113Q (45163.400000 sec): 3 clusters
  Score: Raw -4070706.980493 + Penalty 3455.110302 = -4067251.870192
  nChanged 20
		SP:Iteration 114Q (45163.730000 sec): 3 clusters
  Score: Raw -4070714.377393 + Penalty 3455.110302 = -4067259.267092
  nChanged 17
		SP:Iteration 115Q (45164.080000 sec): 3 clusters
  Score: Raw -4070720.385012 + Penalty 3455.110302 = -4067265.274710
  nChanged 14
		SP:Iteration 116Q (45164.400000 sec): 3 clusters
  Score: Raw -4070724.646415 + Penalty 3455.110302 = -4067269.536113
  nChanged 12
		SP:Iteration 117Q (45164.720000 sec): 3 clusters
  Score: Raw -4070729.732747 + Penalty 3455.110302 = -4067274.622445
  nChanged 12
		SP:Iteration 118Q (45165.070000 sec): 3 clusters
  Score: Raw -4070733.952057 + Penalty 3455.110302 = -4067278.841756
  nChanged 12
		SP:Iteration 119Q (45165.410000 sec): 3 clusters
  Score: Raw -4070738.132269 + Penalty 3455.110302 = -4067283.021967
  nChanged 11
		SP:Iteration 120F (45165.740000 sec): 3 clusters
  Score: Raw -4070740.763522 + Penalty 3455.110302 = -4067285.653220
  nChanged 9
		SP:Iteration 121Q (45166.140000 sec): 3 clusters
  Score: Raw -4070743.383625 + Penalty 3455.110302 = -4067288.273324
  nChanged 7
		SP:Iteration 122Q (45166.480000 sec): 3 clusters
  Score: Raw -4070745.097856 + Penalty 3455.110302 = -4067289.987554
  nChanged 5
		SP:Iteration 123Q (45166.840000 sec): 3 clusters
  Score: Raw -4070746.543068 + Penalty 3455.110302 = -4067291.432766
  nChanged 4
		SP:Iteration 124Q (45167.190000 sec): 3 clusters
  Score: Raw -4070748.099802 + Penalty 3455.110302 = -4067292.989500
  nChanged 5
		SP:Iteration 125Q (45167.560000 sec): 3 clusters
  Score: Raw -4070749.052694 + Penalty 3455.110302 = -4067293.942392
  nChanged 3
		SP:Iteration 126Q (45167.930000 sec): 3 clusters
  Score: Raw -4070749.840017 + Penalty 3455.110302 = -4067294.729715
  nChanged 5
		SP:Iteration 127Q (45168.290000 sec): 3 clusters
  Score: Raw -4070751.538654 + Penalty 3455.110302 = -4067296.428352
  nChanged 7
		SP:Iteration 128Q (45168.670000 sec): 3 clusters
  Score: Raw -4070754.202651 + Penalty 3455.110302 = -4067299.092349
  nChanged 5
		SP:Iteration 129Q (45169.010000 sec): 3 clusters
  Score: Raw -4070755.666638 + Penalty 3455.110302 = -4067300.556336
  nChanged 5
		SP:Iteration 130Q (45169.400000 sec): 3 clusters
  Score: Raw -4070756.845956 + Penalty 3455.110302 = -4067301.735654
  nChanged 3
		SP:Iteration 131Q (45169.700000 sec): 3 clusters
  Score: Raw -4070757.330478 + Penalty 3455.110302 = -4067302.220176
  nChanged 2
		SP:Iteration 132Q (45170.050000 sec): 3 clusters
  Score: Raw -4070758.070789 + Penalty 3455.110302 = -4067302.960487
  nChanged 4
		SP:Iteration 133Q (45170.400000 sec): 3 clusters
  Score: Raw -4070759.451430 + Penalty 3455.110302 = -4067304.341128
  nChanged 2
		SP:Iteration 134Q (45170.740000 sec): 3 clusters
  Score: Raw -4070759.874485 + Penalty 3455.110302 = -4067304.764183
  nChanged 0
		SP:Iteration 135F (45171.090000 sec): 3 clusters
  Score: Raw -4070759.874485 + Penalty 3455.110302 = -4067304.764183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45171.290000 sec): 2 clusters
  Score: Raw -1593823.231827 + Penalty 1566.602077 = -1592256.629750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45171.520000 sec): 3 clusters
  Score: Raw -1584702.607020 + Penalty 3133.204154 = -1581569.402867
  nChanged 6952
		SP:Iteration 1F (45171.790000 sec): 3 clusters
  Score: Raw -1588593.097878 + Penalty 3133.204154 = -1585459.893724
  nChanged 909
		SP:Iteration 2F (45172.000000 sec): 3 clusters
  Score: Raw -1589067.659847 + Penalty 3133.204154 = -1585934.455693
  nChanged 931
		SP:Iteration 3F (45172.220000 sec): 3 clusters
  Score: Raw -1589643.838738 + Penalty 3133.204154 = -1586510.634584
  nChanged 1013
		SP:Iteration 4F (45172.470000 sec): 3 clusters
  Score: Raw -1590356.238043 + Penalty 3133.204154 = -1587223.033889
  nChanged 1070
		SP:Iteration 5F (45172.710000 sec): 3 clusters
  Score: Raw -1591149.756501 + Penalty 3133.204154 = -1588016.552347
  nChanged 1033
		SP:Iteration 6F (45172.950000 sec): 3 clusters
  Score: Raw -1591853.310288 + Penalty 3133.204154 = -1588720.106135
  nChanged 859
		SP:Iteration 7F (45173.140000 sec): 3 clusters
  Score: Raw -1592436.882885 + Penalty 3133.204154 = -1589303.678732
  nChanged 654
		SP:Iteration 8Q (45173.420000 sec): 3 clusters
  Score: Raw -1592881.308047 + Penalty 3133.204154 = -1589748.103893
  nChanged 523
		SP:Iteration 9Q (45173.640000 sec): 3 clusters
  Score: Raw -1593254.447868 + Penalty 3133.204154 = -1590121.243714
  nChanged 394
		SP:Iteration 10Q (45173.860000 sec): 3 clusters
  Score: Raw -1593547.221854 + Penalty 3133.204154 = -1590414.017700
  nChanged 318
		SP:Iteration 11Q (45174.110000 sec): 3 clusters
  Score: Raw -1593757.964995 + Penalty 3133.204154 = -1590624.760841
  nChanged 249
		SP:Iteration 12Q (45174.340000 sec): 3 clusters
  Score: Raw -1593918.680746 + Penalty 3133.204154 = -1590785.476593
  nChanged 209
		SP:Iteration 13Q (45174.570000 sec): 3 clusters
  Score: Raw -1594036.707284 + Penalty 3133.204154 = -1590903.503130
  nChanged 169
		SP:Iteration 14Q (45174.750000 sec): 3 clusters
  Score: Raw -1594128.873662 + Penalty 3133.204154 = -1590995.669508
  nChanged 162
		SP:Iteration 15Q (45174.970000 sec): 3 clusters
  Score: Raw -1594214.903650 + Penalty 3133.204154 = -1591081.699496
  nChanged 145
		SP:Iteration 16Q (45175.240000 sec): 3 clusters
  Score: Raw -1594287.367696 + Penalty 3133.204154 = -1591154.163543
  nChanged 116
		SP:Iteration 17Q (45175.450000 sec): 3 clusters
  Score: Raw -1594341.415098 + Penalty 3133.204154 = -1591208.210944
  nChanged 106
		SP:Iteration 18Q (45175.680000 sec): 3 clusters
  Score: Raw -1594393.730198 + Penalty 3133.204154 = -1591260.526045
  nChanged 93
		SP:Iteration 19Q (45175.920000 sec): 3 clusters
  Score: Raw -1594436.211290 + Penalty 3133.204154 = -1591303.007136
  nChanged 72
		SP:Iteration 20F (45176.140000 sec): 3 clusters
  Score: Raw -1594465.780076 + Penalty 3133.204154 = -1591332.575923
  nChanged 62
		SP:Iteration 21Q (45176.350000 sec): 3 clusters
  Score: Raw -1594492.712484 + Penalty 3133.204154 = -1591359.508330
  nChanged 47
		SP:Iteration 22Q (45176.560000 sec): 3 clusters
  Score: Raw -1594517.024114 + Penalty 3133.204154 = -1591383.819960
  nChanged 48
		SP:Iteration 23Q (45176.740000 sec): 3 clusters
  Score: Raw -1594540.389296 + Penalty 3133.204154 = -1591407.185142
  nChanged 48
		SP:Iteration 24Q (45176.960000 sec): 3 clusters
  Score: Raw -1594555.268351 + Penalty 3133.204154 = -1591422.064197
  nChanged 36
		SP:Iteration 25Q (45177.140000 sec): 3 clusters
  Score: Raw -1594567.751822 + Penalty 3133.204154 = -1591434.547668
  nChanged 40
		SP:Iteration 26Q (45177.360000 sec): 3 clusters
  Score: Raw -1594582.199190 + Penalty 3133.204154 = -1591448.995036
  nChanged 32
		SP:Iteration 27Q (45177.590000 sec): 3 clusters
  Score: Raw -1594596.534243 + Penalty 3133.204154 = -1591463.330090
  nChanged 22
		SP:Iteration 28Q (45177.860000 sec): 3 clusters
  Score: Raw -1594604.721957 + Penalty 3133.204154 = -1591471.517803
  nChanged 13
		SP:Iteration 29Q (45178.080000 sec): 3 clusters
  Score: Raw -1594608.753713 + Penalty 3133.204154 = -1591475.549559
  nChanged 15
		SP:Iteration 30Q (45178.310000 sec): 3 clusters
  Score: Raw -1594612.599815 + Penalty 3133.204154 = -1591479.395662
  nChanged 17
		SP:Iteration 31Q (45178.510000 sec): 3 clusters
  Score: Raw -1594616.159370 + Penalty 3133.204154 = -1591482.955217
  nChanged 10
		SP:Iteration 32Q (45178.770000 sec): 3 clusters
  Score: Raw -1594618.300743 + Penalty 3133.204154 = -1591485.096589
  nChanged 10
		SP:Iteration 33Q (45179.000000 sec): 3 clusters
  Score: Raw -1594620.573202 + Penalty 3133.204154 = -1591487.369048
  nChanged 9
		SP:Iteration 34Q (45179.170000 sec): 3 clusters
  Score: Raw -1594623.014698 + Penalty 3133.204154 = -1591489.810544
  nChanged 8
		SP:Iteration 35Q (45179.470000 sec): 3 clusters
  Score: Raw -1594625.691990 + Penalty 3133.204154 = -1591492.487837
  nChanged 8
		SP:Iteration 36Q (45179.660000 sec): 3 clusters
  Score: Raw -1594627.421795 + Penalty 3133.204154 = -1591494.217641
  nChanged 10
		SP:Iteration 37Q (45179.910000 sec): 3 clusters
  Score: Raw -1594630.413637 + Penalty 3133.204154 = -1591497.209483
  nChanged 8
		SP:Iteration 38Q (45180.120000 sec): 3 clusters
  Score: Raw -1594632.680516 + Penalty 3133.204154 = -1591499.476362
  nChanged 6
		SP:Iteration 39Q (45180.340000 sec): 3 clusters
  Score: Raw -1594634.746995 + Penalty 3133.204154 = -1591501.542841
  nChanged 4
		SP:Iteration 40F (45180.620000 sec): 3 clusters
  Score: Raw -1594636.199103 + Penalty 3133.204154 = -1591502.994949
  nChanged 4
		SP:Iteration 41Q (45180.850000 sec): 3 clusters
  Score: Raw -1594636.883816 + Penalty 3133.204154 = -1591503.679662
  nChanged 3
		SP:Iteration 42Q (45181.120000 sec): 3 clusters
  Score: Raw -1594637.415947 + Penalty 3133.204154 = -1591504.211794
  nChanged 2
		SP:Iteration 43Q (45181.380000 sec): 3 clusters
  Score: Raw -1594637.770505 + Penalty 3133.204154 = -1591504.566352
  nChanged 2
		SP:Iteration 44Q (45181.580000 sec): 3 clusters
  Score: Raw -1594638.191954 + Penalty 3133.204154 = -1591504.987801
  nChanged 2
		SP:Iteration 45Q (45181.810000 sec): 3 clusters
  Score: Raw -1594638.477719 + Penalty 3133.204154 = -1591505.273565
  nChanged 1
		SP:Iteration 46Q (45182.030000 sec): 3 clusters
  Score: Raw -1594638.678560 + Penalty 3133.204154 = -1591505.474406
  nChanged 1
		SP:Iteration 47Q (45182.300000 sec): 3 clusters
  Score: Raw -1594639.013084 + Penalty 3133.204154 = -1591505.808930
  nChanged 3
		SP:Iteration 48Q (45182.470000 sec): 3 clusters
  Score: Raw -1594639.790327 + Penalty 3133.204154 = -1591506.586173
  nChanged 1
		SP:Iteration 49Q (45182.720000 sec): 3 clusters
  Score: Raw -1594640.037194 + Penalty 3133.204154 = -1591506.833040
  nChanged 6
		SP:Iteration 50Q (45182.920000 sec): 3 clusters
  Score: Raw -1594641.525108 + Penalty 3133.204154 = -1591508.320955
  nChanged 10
		SP:Iteration 51Q (45183.200000 sec): 3 clusters
  Score: Raw -1594644.024992 + Penalty 3133.204154 = -1591510.820838
  nChanged 6
		SP:Iteration 52Q (45183.370000 sec): 3 clusters
  Score: Raw -1594645.713409 + Penalty 3133.204154 = -1591512.509256
  nChanged 6
		SP:Iteration 53Q (45183.640000 sec): 3 clusters
  Score: Raw -1594647.041165 + Penalty 3133.204154 = -1591513.837011
  nChanged 6
		SP:Iteration 54Q (45183.870000 sec): 3 clusters
  Score: Raw -1594648.292306 + Penalty 3133.204154 = -1591515.088152
  nChanged 2
		SP:Iteration 55Q (45184.130000 sec): 3 clusters
  Score: Raw -1594649.076820 + Penalty 3133.204154 = -1591515.872666
  nChanged 2
		SP:Iteration 56Q (45184.350000 sec): 3 clusters
  Score: Raw -1594649.465886 + Penalty 3133.204154 = -1591516.261732
  nChanged 3
		SP:Iteration 57Q (45184.580000 sec): 3 clusters
  Score: Raw -1594650.115922 + Penalty 3133.204154 = -1591516.911769
  nChanged 2
		SP:Iteration 58Q (45184.790000 sec): 3 clusters
  Score: Raw -1594650.487088 + Penalty 3133.204154 = -1591517.282934
  nChanged 4
		SP:Iteration 59Q (45185.060000 sec): 3 clusters
  Score: Raw -1594650.993183 + Penalty 3133.204154 = -1591517.789029
  nChanged 0
		SP:Iteration 60F (45185.260000 sec): 3 clusters
  Score: Raw -1594650.993183 + Penalty 3133.204154 = -1591517.789029
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45185.580000 sec): 2 clusters
  Score: Raw -5336817.851881 + Penalty 1757.196794 = -5335060.655087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45186.010000 sec): 3 clusters
  Score: Raw -5305231.181625 + Penalty 3514.393589 = -5301716.788036
  nChanged 23333
		SP:Iteration 1F (45186.500000 sec): 3 clusters
  Score: Raw -5318511.921080 + Penalty 3514.393589 = -5314997.527491
  nChanged 1986
		SP:Iteration 2Q (45186.950000 sec): 3 clusters
  Score: Raw -5319105.225004 + Penalty 3514.393589 = -5315590.831415
  nChanged 1988
		SP:Iteration 3Q (45187.410000 sec): 3 clusters
  Score: Raw -5319788.562505 + Penalty 3514.393589 = -5316274.168916
  nChanged 2045
		SP:Iteration 4Q (45187.850000 sec): 3 clusters
  Score: Raw -5320616.232335 + Penalty 3514.393589 = -5317101.838746
  nChanged 2285
		SP:Iteration 5Q (45188.300000 sec): 3 clusters
  Score: Raw -5321710.920581 + Penalty 3514.393589 = -5318196.526993
  nChanged 2470
		SP:Iteration 6Q (45188.760000 sec): 3 clusters
  Score: Raw -5323090.044212 + Penalty 3514.393589 = -5319575.650624
  nChanged 2599
		SP:Iteration 7F (45189.220000 sec): 3 clusters
  Score: Raw -5324724.713269 + Penalty 3514.393589 = -5321210.319680
  nChanged 2735
		SP:Iteration 8F (45189.660000 sec): 3 clusters
  Score: Raw -5326587.709687 + Penalty 3514.393589 = -5323073.316098
  nChanged 2658
		SP:Iteration 9F (45190.120000 sec): 3 clusters
  Score: Raw -5328429.027806 + Penalty 3514.393589 = -5324914.634217
  nChanged 2519
		SP:Iteration 10F (45190.580000 sec): 3 clusters
  Score: Raw -5330147.974736 + Penalty 3514.393589 = -5326633.581148
  nChanged 2288
		SP:Iteration 11Q (45191.060000 sec): 3 clusters
  Score: Raw -5331711.818860 + Penalty 3514.393589 = -5328197.425272
  nChanged 2101
		SP:Iteration 12Q (45191.620000 sec): 3 clusters
  Score: Raw -5333235.954269 + Penalty 3514.393589 = -5329721.560680
  nChanged 1830
		SP:Iteration 13Q (45192.090000 sec): 3 clusters
  Score: Raw -5334573.542222 + Penalty 3514.393589 = -5331059.148633
  nChanged 1380
		SP:Iteration 14Q (45192.500000 sec): 3 clusters
  Score: Raw -5335535.372069 + Penalty 3514.393589 = -5332020.978480
  nChanged 943
		SP:Iteration 15Q (45192.920000 sec): 3 clusters
  Score: Raw -5336159.007161 + Penalty 3514.393589 = -5332644.613572
  nChanged 590
		SP:Iteration 16Q (45193.390000 sec): 3 clusters
  Score: Raw -5336515.711614 + Penalty 3514.393589 = -5333001.318025
  nChanged 367
		SP:Iteration 17Q (45193.750000 sec): 3 clusters
  Score: Raw -5336727.398281 + Penalty 3514.393589 = -5333213.004693
  nChanged 248
		SP:Iteration 18Q (45194.140000 sec): 3 clusters
  Score: Raw -5336850.115939 + Penalty 3514.393589 = -5333335.722351
  nChanged 166
		SP:Iteration 19Q (45194.530000 sec): 3 clusters
  Score: Raw -5336921.479998 + Penalty 3514.393589 = -5333407.086409
  nChanged 108
		SP:Iteration 20F (45194.980000 sec): 3 clusters
  Score: Raw -5336974.016956 + Penalty 3514.393589 = -5333459.623367
  nChanged 93
		SP:Iteration 21Q (45195.430000 sec): 3 clusters
  Score: Raw -5337017.940935 + Penalty 3514.393589 = -5333503.547346
  nChanged 74
		SP:Iteration 22Q (45195.810000 sec): 3 clusters
  Score: Raw -5337054.935991 + Penalty 3514.393589 = -5333540.542403
  nChanged 57
		SP:Iteration 23Q (45196.250000 sec): 3 clusters
  Score: Raw -5337078.603892 + Penalty 3514.393589 = -5333564.210303
  nChanged 35
		SP:Iteration 24Q (45196.690000 sec): 3 clusters
  Score: Raw -5337088.746309 + Penalty 3514.393589 = -5333574.352721
  nChanged 20
		SP:Iteration 25Q (45197.080000 sec): 3 clusters
  Score: Raw -5337097.817487 + Penalty 3514.393589 = -5333583.423899
  nChanged 23
		SP:Iteration 26Q (45197.490000 sec): 3 clusters
  Score: Raw -5337108.668127 + Penalty 3514.393589 = -5333594.274538
  nChanged 22
		SP:Iteration 27Q (45197.890000 sec): 3 clusters
  Score: Raw -5337116.257490 + Penalty 3514.393589 = -5333601.863901
  nChanged 11
		SP:Iteration 28Q (45198.240000 sec): 3 clusters
  Score: Raw -5337119.949548 + Penalty 3514.393589 = -5333605.555959
  nChanged 11
		SP:Iteration 29Q (45198.630000 sec): 3 clusters
  Score: Raw -5337123.453895 + Penalty 3514.393589 = -5333609.060306
  nChanged 6
		SP:Iteration 30Q (45199.090000 sec): 3 clusters
  Score: Raw -5337125.365127 + Penalty 3514.393589 = -5333610.971538
  nChanged 4
		SP:Iteration 31Q (45199.490000 sec): 3 clusters
  Score: Raw -5337126.891880 + Penalty 3514.393589 = -5333612.498291
  nChanged 9
		SP:Iteration 32Q (45199.920000 sec): 3 clusters
  Score: Raw -5337129.607941 + Penalty 3514.393589 = -5333615.214352
  nChanged 8
		SP:Iteration 33Q (45200.300000 sec): 3 clusters
  Score: Raw -5337132.357553 + Penalty 3514.393589 = -5333617.963964
  nChanged 8
		SP:Iteration 34Q (45200.710000 sec): 3 clusters
  Score: Raw -5337135.534766 + Penalty 3514.393589 = -5333621.141178
  nChanged 9
		SP:Iteration 35Q (45201.060000 sec): 3 clusters
  Score: Raw -5337139.095614 + Penalty 3514.393589 = -5333624.702025
  nChanged 11
		SP:Iteration 36Q (45201.450000 sec): 3 clusters
  Score: Raw -5337142.475149 + Penalty 3514.393589 = -5333628.081560
  nChanged 10
		SP:Iteration 37Q (45201.830000 sec): 3 clusters
  Score: Raw -5337145.333194 + Penalty 3514.393589 = -5333630.939606
  nChanged 5
		SP:Iteration 38Q (45202.290000 sec): 3 clusters
  Score: Raw -5337146.728566 + Penalty 3514.393589 = -5333632.334978
  nChanged 4
		SP:Iteration 39Q (45202.670000 sec): 3 clusters
  Score: Raw -5337148.130407 + Penalty 3514.393589 = -5333633.736819
  nChanged 2
		SP:Iteration 40F (45203.160000 sec): 3 clusters
  Score: Raw -5337149.065889 + Penalty 3514.393589 = -5333634.672301
  nChanged 4
		SP:Iteration 41Q (45203.550000 sec): 3 clusters
  Score: Raw -5337149.990652 + Penalty 3514.393589 = -5333635.597063
  nChanged 2
		SP:Iteration 42Q (45203.930000 sec): 3 clusters
  Score: Raw -5337150.590353 + Penalty 3514.393589 = -5333636.196764
  nChanged 1
		SP:Iteration 43Q (45204.360000 sec): 3 clusters
  Score: Raw -5337150.868557 + Penalty 3514.393589 = -5333636.474968
  nChanged 0
		SP:Iteration 44F (45204.810000 sec): 3 clusters
  Score: Raw -5337150.868557 + Penalty 3514.393589 = -5333636.474968
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45204.900000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45205.110000 sec): 3 clusters
  Score: Raw -302607.746566 + Penalty 2615.232591 = -299992.513975
  nChanged 1192
		SP:Iteration 1F (45205.310000 sec): 3 clusters
  Score: Raw -303294.500613 + Penalty 2615.232591 = -300679.268022
  nChanged 245
		SP:Iteration 2F (45205.430000 sec): 3 clusters
  Score: Raw -303471.294975 + Penalty 2615.232591 = -300856.062384
  nChanged 164
		SP:Iteration 3F (45205.570000 sec): 3 clusters
  Score: Raw -303592.804244 + Penalty 2615.232591 = -300977.571653
  nChanged 146
		SP:Iteration 4Q (45205.740000 sec): 3 clusters
  Score: Raw -303705.309981 + Penalty 2615.232591 = -301090.077390
  nChanged 127
		SP:Iteration 5Q (45205.910000 sec): 3 clusters
  Score: Raw -303814.570585 + Penalty 2615.232591 = -301199.337994
  nChanged 131
		SP:Iteration 6Q (45206.050000 sec): 3 clusters
  Score: Raw -303944.758929 + Penalty 2615.232591 = -301329.526338
  nChanged 144
		SP:Iteration 7Q (45206.240000 sec): 3 clusters
  Score: Raw -304085.237707 + Penalty 2615.232591 = -301470.005116
  nChanged 149
		SP:Iteration 8Q (45206.380000 sec): 3 clusters
  Score: Raw -304228.934079 + Penalty 2615.232591 = -301613.701488
  nChanged 115
		SP:Iteration 9Q (45206.500000 sec): 3 clusters
  Score: Raw -304313.993504 + Penalty 2615.232591 = -301698.760913
  nChanged 97
		SP:Iteration 10Q (45206.660000 sec): 3 clusters
  Score: Raw -304383.285426 + Penalty 2615.232591 = -301768.052835
  nChanged 74
		SP:Iteration 11Q (45206.820000 sec): 3 clusters
  Score: Raw -304444.974173 + Penalty 2615.232591 = -301829.741582
  nChanged 77
		SP:Iteration 12Q (45206.990000 sec): 3 clusters
  Score: Raw -304502.796045 + Penalty 2615.232591 = -301887.563454
  nChanged 67
		SP:Iteration 13Q (45207.120000 sec): 3 clusters
  Score: Raw -304544.769831 + Penalty 2615.232591 = -301929.537240
  nChanged 54
		SP:Iteration 14Q (45207.280000 sec): 3 clusters
  Score: Raw -304587.205013 + Penalty 2615.232591 = -301971.972422
  nChanged 57
		SP:Iteration 15Q (45207.440000 sec): 3 clusters
  Score: Raw -304633.107977 + Penalty 2615.232591 = -302017.875386
  nChanged 47
		SP:Iteration 16Q (45207.620000 sec): 3 clusters
  Score: Raw -304675.486928 + Penalty 2615.232591 = -302060.254337
  nChanged 44
		SP:Iteration 17Q (45207.800000 sec): 3 clusters
  Score: Raw -304718.866946 + Penalty 2615.232591 = -302103.634355
  nChanged 35
		SP:Iteration 18Q (45207.950000 sec): 3 clusters
  Score: Raw -304751.649469 + Penalty 2615.232591 = -302136.416878
  nChanged 21
		SP:Iteration 19Q (45208.140000 sec): 3 clusters
  Score: Raw -304772.216718 + Penalty 2615.232591 = -302156.984127
  nChanged 13
		SP:Iteration 20F (45208.300000 sec): 3 clusters
  Score: Raw -304783.444603 + Penalty 2615.232591 = -302168.212012
  nChanged 9
		SP:Iteration 21Q (45208.430000 sec): 3 clusters
  Score: Raw -304790.022822 + Penalty 2615.232591 = -302174.790231
  nChanged 10
		SP:Iteration 22Q (45208.610000 sec): 3 clusters
  Score: Raw -304800.379501 + Penalty 2615.232591 = -302185.146909
  nChanged 15
		SP:Iteration 23Q (45208.750000 sec): 3 clusters
  Score: Raw -304818.631342 + Penalty 2615.232591 = -302203.398751
  nChanged 15
		SP:Iteration 24Q (45208.910000 sec): 3 clusters
  Score: Raw -304836.153410 + Penalty 2615.232591 = -302220.920819
  nChanged 15
		SP:Iteration 25Q (45209.080000 sec): 3 clusters
  Score: Raw -304848.517043 + Penalty 2615.232591 = -302233.284452
  nChanged 11
		SP:Iteration 26Q (45209.230000 sec): 3 clusters
  Score: Raw -304861.464676 + Penalty 2615.232591 = -302246.232085
  nChanged 14
		SP:Iteration 27Q (45209.390000 sec): 3 clusters
  Score: Raw -304878.712082 + Penalty 2615.232591 = -302263.479491
  nChanged 14
		SP:Iteration 28Q (45209.580000 sec): 3 clusters
  Score: Raw -304890.164447 + Penalty 2615.232591 = -302274.931855
  nChanged 8
		SP:Iteration 29Q (45209.760000 sec): 3 clusters
  Score: Raw -304895.492801 + Penalty 2615.232591 = -302280.260210
  nChanged 3
		SP:Iteration 30Q (45209.900000 sec): 3 clusters
  Score: Raw -304897.655740 + Penalty 2615.232591 = -302282.423149
  nChanged 2
		SP:Iteration 31Q (45210.090000 sec): 3 clusters
  Score: Raw -304899.318231 + Penalty 2615.232591 = -302284.085640
  nChanged 3
		SP:Iteration 32Q (45210.220000 sec): 3 clusters
  Score: Raw -304900.616924 + Penalty 2615.232591 = -302285.384333
  nChanged 2
		SP:Iteration 33Q (45210.370000 sec): 3 clusters
  Score: Raw -304901.413014 + Penalty 2615.232591 = -302286.180423
  nChanged 0
		SP:Iteration 34F (45210.540000 sec): 3 clusters
  Score: Raw -304901.413014 + Penalty 2615.232591 = -302286.180423
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45210.650000 sec): 2 clusters
  Score: Raw -357817.527012 + Penalty 1328.800669 = -356488.726343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45210.820000 sec): 3 clusters
  Score: Raw -356093.978777 + Penalty 2657.601338 = -353436.377439
  nChanged 1398
		SP:Iteration 1F (45210.970000 sec): 3 clusters
  Score: Raw -356939.883299 + Penalty 2657.601338 = -354282.281961
  nChanged 313
		SP:Iteration 2F (45211.100000 sec): 3 clusters
  Score: Raw -357241.380135 + Penalty 2657.601338 = -354583.778797
  nChanged 296
		SP:Iteration 3F (45211.230000 sec): 3 clusters
  Score: Raw -357587.635251 + Penalty 2657.601338 = -354930.033913
  nChanged 291
		SP:Iteration 4F (45211.400000 sec): 3 clusters
  Score: Raw -357980.191433 + Penalty 2657.601338 = -355322.590096
  nChanged 297
		SP:Iteration 5F (45211.570000 sec): 3 clusters
  Score: Raw -358342.599962 + Penalty 2657.601338 = -355684.998624
  nChanged 224
		SP:Iteration 6F (45211.720000 sec): 3 clusters
  Score: Raw -358557.711645 + Penalty 2657.601338 = -355900.110307
  nChanged 134
		SP:Iteration 7Q (45211.870000 sec): 3 clusters
  Score: Raw -358644.305300 + Penalty 2657.601338 = -355986.703962
  nChanged 79
		SP:Iteration 8Q (45212.040000 sec): 3 clusters
  Score: Raw -358689.054950 + Penalty 2657.601338 = -356031.453613
  nChanged 58
		SP:Iteration 9Q (45212.180000 sec): 3 clusters
  Score: Raw -358717.345805 + Penalty 2657.601338 = -356059.744467
  nChanged 37
		SP:Iteration 10Q (45212.320000 sec): 3 clusters
  Score: Raw -358733.174791 + Penalty 2657.601338 = -356075.573454
  nChanged 24
		SP:Iteration 11Q (45212.480000 sec): 3 clusters
  Score: Raw -358742.228071 + Penalty 2657.601338 = -356084.626733
  nChanged 17
		SP:Iteration 12Q (45212.650000 sec): 3 clusters
  Score: Raw -358748.425588 + Penalty 2657.601338 = -356090.824251
  nChanged 7
		SP:Iteration 13Q (45212.820000 sec): 3 clusters
  Score: Raw -358751.633859 + Penalty 2657.601338 = -356094.032521
  nChanged 12
		SP:Iteration 14Q (45212.960000 sec): 3 clusters
  Score: Raw -358755.901819 + Penalty 2657.601338 = -356098.300481
  nChanged 4
		SP:Iteration 15Q (45213.130000 sec): 3 clusters
  Score: Raw -358757.039140 + Penalty 2657.601338 = -356099.437803
  nChanged 5
		SP:Iteration 16Q (45213.260000 sec): 3 clusters
  Score: Raw -358758.439553 + Penalty 2657.601338 = -356100.838215
  nChanged 6
		SP:Iteration 17Q (45213.400000 sec): 3 clusters
  Score: Raw -358760.778708 + Penalty 2657.601338 = -356103.177370
  nChanged 9
		SP:Iteration 18Q (45213.600000 sec): 3 clusters
  Score: Raw -358764.717330 + Penalty 2657.601338 = -356107.115992
  nChanged 7
		SP:Iteration 19Q (45213.730000 sec): 3 clusters
  Score: Raw -358767.107345 + Penalty 2657.601338 = -356109.506008
  nChanged 4
		SP:Iteration 20F (45213.910000 sec): 3 clusters
  Score: Raw -358768.584730 + Penalty 2657.601338 = -356110.983392
  nChanged 4
		SP:Iteration 21Q (45214.080000 sec): 3 clusters
  Score: Raw -358770.058236 + Penalty 2657.601338 = -356112.456898
  nChanged 3
		SP:Iteration 22Q (45214.260000 sec): 3 clusters
  Score: Raw -358770.949293 + Penalty 2657.601338 = -356113.347955
  nChanged 3
		SP:Iteration 23Q (45214.440000 sec): 3 clusters
  Score: Raw -358771.858372 + Penalty 2657.601338 = -356114.257034
  nChanged 3
		SP:Iteration 24Q (45214.600000 sec): 3 clusters
  Score: Raw -358773.566816 + Penalty 2657.601338 = -356115.965478
  nChanged 4
		SP:Iteration 25Q (45214.740000 sec): 3 clusters
  Score: Raw -358774.688457 + Penalty 2657.601338 = -356117.087119
  nChanged 1
		SP:Iteration 26Q (45214.910000 sec): 3 clusters
  Score: Raw -358775.411612 + Penalty 2657.601338 = -356117.810274
  nChanged 1
		SP:Iteration 27Q (45215.070000 sec): 3 clusters
  Score: Raw -358775.865590 + Penalty 2657.601338 = -356118.264252
  nChanged 3
		SP:Iteration 28Q (45215.230000 sec): 3 clusters
  Score: Raw -358776.418718 + Penalty 2657.601338 = -356118.817380
  nChanged 1
		SP:Iteration 29Q (45215.410000 sec): 3 clusters
  Score: Raw -358776.686604 + Penalty 2657.601338 = -356119.085266
  nChanged 0
		SP:Iteration 30F (45215.580000 sec): 3 clusters
  Score: Raw -358776.686604 + Penalty 2657.601338 = -356119.085266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (108615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45216.220000 sec): 2 clusters
  Score: Raw -11167332.729769 + Penalty 1884.279280 = -11165448.450489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45217.120000 sec): 3 clusters
  Score: Raw -11096273.021993 + Penalty 3768.558560 = -11092504.463434
  nChanged 52057
		SP:Iteration 1F (45217.940000 sec): 3 clusters
  Score: Raw -11126627.804217 + Penalty 3768.558560 = -11122859.245657
  nChanged 3629
		SP:Iteration 2Q (45218.770000 sec): 3 clusters
  Score: Raw -11127445.453404 + Penalty 3768.558560 = -11123676.894844
  nChanged 3576
		SP:Iteration 3Q (45219.690000 sec): 3 clusters
  Score: Raw -11128386.909146 + Penalty 3768.558560 = -11124618.350587
  nChanged 3885
		SP:Iteration 4Q (45220.640000 sec): 3 clusters
  Score: Raw -11129567.445771 + Penalty 3768.558560 = -11125798.887212
  nChanged 4306
		SP:Iteration 5Q (45221.510000 sec): 3 clusters
  Score: Raw -11131128.701694 + Penalty 3768.558560 = -11127360.143135
  nChanged 5022
		SP:Iteration 6Q (45222.330000 sec): 3 clusters
  Score: Raw -11133444.180263 + Penalty 3768.558560 = -11129675.621704
  nChanged 6227
		SP:Iteration 7F (45223.140000 sec): 3 clusters
  Score: Raw -11137124.972349 + Penalty 3768.558560 = -11133356.413790
  nChanged 7491
		SP:Iteration 8F (45223.960000 sec): 3 clusters
  Score: Raw -11142586.338213 + Penalty 3768.558560 = -11138817.779653
  nChanged 8073
		SP:Iteration 9F (45224.730000 sec): 3 clusters
  Score: Raw -11149477.524709 + Penalty 3768.558560 = -11145708.966150
  nChanged 7419
		SP:Iteration 10F (45225.470000 sec): 3 clusters
  Score: Raw -11156342.426503 + Penalty 3768.558560 = -11152573.867943
  nChanged 5515
		SP:Iteration 11F (45226.180000 sec): 3 clusters
  Score: Raw -11161434.583869 + Penalty 3768.558560 = -11157666.025310
  nChanged 3454
		SP:Iteration 12Q (45226.930000 sec): 3 clusters
  Score: Raw -11164447.056693 + Penalty 3768.558560 = -11160678.498134
  nChanged 1911
		SP:Iteration 13Q (45227.790000 sec): 3 clusters
  Score: Raw -11166007.468230 + Penalty 3768.558560 = -11162238.909670
  nChanged 1017
		SP:Iteration 14Q (45228.690000 sec): 3 clusters
  Score: Raw -11166785.406079 + Penalty 3768.558560 = -11163016.847520
  nChanged 549
		SP:Iteration 15Q (45229.550000 sec): 3 clusters
  Score: Raw -11167198.360255 + Penalty 3768.558560 = -11163429.801695
  nChanged 295
		SP:Iteration 16Q (45230.390000 sec): 3 clusters
  Score: Raw -11167393.969367 + Penalty 3768.558560 = -11163625.410807
  nChanged 160
		SP:Iteration 17Q (45231.260000 sec): 3 clusters
  Score: Raw -11167502.717919 + Penalty 3768.558560 = -11163734.159360
  nChanged 108
		SP:Iteration 18Q (45232.140000 sec): 3 clusters
  Score: Raw -11167574.970448 + Penalty 3768.558560 = -11163806.411888
  nChanged 70
		SP:Iteration 19Q (45232.960000 sec): 3 clusters
  Score: Raw -11167620.040277 + Penalty 3768.558560 = -11163851.481718
  nChanged 53
		SP:Iteration 20F (45233.730000 sec): 3 clusters
  Score: Raw -11167649.591543 + Penalty 3768.558560 = -11163881.032984
  nChanged 44
		SP:Iteration 21Q (45234.490000 sec): 3 clusters
  Score: Raw -11167676.982072 + Penalty 3768.558560 = -11163908.423512
  nChanged 37
		SP:Iteration 22Q (45235.370000 sec): 3 clusters
  Score: Raw -11167693.544311 + Penalty 3768.558560 = -11163924.985752
  nChanged 22
		SP:Iteration 23Q (45236.200000 sec): 3 clusters
  Score: Raw -11167706.844804 + Penalty 3768.558560 = -11163938.286245
  nChanged 20
		SP:Iteration 24Q (45237.000000 sec): 3 clusters
  Score: Raw -11167717.415854 + Penalty 3768.558560 = -11163948.857295
  nChanged 16
		SP:Iteration 25Q (45237.850000 sec): 3 clusters
  Score: Raw -11167725.391786 + Penalty 3768.558560 = -11163956.833226
  nChanged 16
		SP:Iteration 26Q (45238.790000 sec): 3 clusters
  Score: Raw -11167734.302441 + Penalty 3768.558560 = -11163965.743882
  nChanged 10
		SP:Iteration 27Q (45239.790000 sec): 3 clusters
  Score: Raw -11167738.161184 + Penalty 3768.558560 = -11163969.602625
  nChanged 6
		SP:Iteration 28Q (45240.600000 sec): 3 clusters
  Score: Raw -11167741.252104 + Penalty 3768.558560 = -11163972.693545
  nChanged 7
		SP:Iteration 29Q (45241.420000 sec): 3 clusters
  Score: Raw -11167744.307242 + Penalty 3768.558560 = -11163975.748683
  nChanged 9
		SP:Iteration 30Q (45242.320000 sec): 3 clusters
  Score: Raw -11167748.086317 + Penalty 3768.558560 = -11163979.527758
  nChanged 4
		SP:Iteration 31Q (45243.120000 sec): 3 clusters
  Score: Raw -11167749.857781 + Penalty 3768.558560 = -11163981.299221
  nChanged 3
		SP:Iteration 32Q (45244.040000 sec): 3 clusters
  Score: Raw -11167751.102442 + Penalty 3768.558560 = -11163982.543882
  nChanged 2
		SP:Iteration 33Q (45245.010000 sec): 3 clusters
  Score: Raw -11167752.159202 + Penalty 3768.558560 = -11163983.600642
  nChanged 2
		SP:Iteration 34Q (45246.020000 sec): 3 clusters
  Score: Raw -11167753.006909 + Penalty 3768.558560 = -11163984.448349
  nChanged 2
		SP:Iteration 35Q (45246.900000 sec): 3 clusters
  Score: Raw -11167753.838658 + Penalty 3768.558560 = -11163985.280099
  nChanged 0
		SP:Iteration 36F (45247.740000 sec): 3 clusters
  Score: Raw -11167753.838658 + Penalty 3768.558560 = -11163985.280099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45247.870000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45248.030000 sec): 3 clusters
  Score: Raw -21094.812713 + Penalty 1770.189646 = -19324.623068
  nChanged 42
		SP:Iteration 1F (45248.190000 sec): 3 clusters
  Score: Raw -21241.861677 + Penalty 1770.189646 = -19471.672031
  nChanged 13
		SP:Iteration 2F (45248.330000 sec): 3 clusters
  Score: Raw -21291.591956 + Penalty 1770.189646 = -19521.402310
  nChanged 7
		SP:Iteration 3Q (45248.450000 sec): 3 clusters
  Score: Raw -21314.363532 + Penalty 1770.189646 = -19544.173886
  nChanged 4
		SP:Iteration 4Q (45248.590000 sec): 3 clusters
  Score: Raw -21330.104410 + Penalty 1770.189646 = -19559.914764
  nChanged 2
		SP:Iteration 5Q (45248.800000 sec): 3 clusters
  Score: Raw -21335.694377 + Penalty 1770.189646 = -19565.504732
  nChanged 0
		SP:Iteration 6F (45248.940000 sec): 3 clusters
  Score: Raw -21335.694377 + Penalty 1770.189646 = -19565.504732
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45249.030000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45249.220000 sec): 3 clusters
  Score: Raw -147828.631827 + Penalty 2342.554458 = -145486.077369
  nChanged 459
		SP:Iteration 1F (45249.390000 sec): 3 clusters
  Score: Raw -148159.243243 + Penalty 2342.554458 = -145816.688785
  nChanged 102
		SP:Iteration 2F (45249.560000 sec): 3 clusters
  Score: Raw -148244.313108 + Penalty 2342.554458 = -145901.758650
  nChanged 70
		SP:Iteration 3F (45249.710000 sec): 3 clusters
  Score: Raw -148297.661662 + Penalty 2342.554458 = -145955.107203
  nChanged 41
		SP:Iteration 4Q (45249.880000 sec): 3 clusters
  Score: Raw -148329.124798 + Penalty 2342.554458 = -145986.570340
  nChanged 43
		SP:Iteration 5Q (45250.070000 sec): 3 clusters
  Score: Raw -148361.437701 + Penalty 2342.554458 = -146018.883243
  nChanged 34
		SP:Iteration 6Q (45250.210000 sec): 3 clusters
  Score: Raw -148388.849404 + Penalty 2342.554458 = -146046.294945
  nChanged 28
		SP:Iteration 7Q (45250.370000 sec): 3 clusters
  Score: Raw -148413.081289 + Penalty 2342.554458 = -146070.526831
  nChanged 23
		SP:Iteration 8Q (45250.510000 sec): 3 clusters
  Score: Raw -148432.577017 + Penalty 2342.554458 = -146090.022558
  nChanged 32
		SP:Iteration 9Q (45250.670000 sec): 3 clusters
  Score: Raw -148457.841444 + Penalty 2342.554458 = -146115.286986
  nChanged 35
		SP:Iteration 10Q (45250.840000 sec): 3 clusters
  Score: Raw -148491.144632 + Penalty 2342.554458 = -146148.590174
  nChanged 34
		SP:Iteration 11Q (45251.000000 sec): 3 clusters
  Score: Raw -148525.512366 + Penalty 2342.554458 = -146182.957908
  nChanged 25
		SP:Iteration 12Q (45251.140000 sec): 3 clusters
  Score: Raw -148547.999537 + Penalty 2342.554458 = -146205.445079
  nChanged 18
		SP:Iteration 13Q (45251.360000 sec): 3 clusters
  Score: Raw -148568.873170 + Penalty 2342.554458 = -146226.318712
  nChanged 16
		SP:Iteration 14Q (45251.500000 sec): 3 clusters
  Score: Raw -148579.658185 + Penalty 2342.554458 = -146237.103727
  nChanged 10
		SP:Iteration 15Q (45251.620000 sec): 3 clusters
  Score: Raw -148589.332685 + Penalty 2342.554458 = -146246.778227
  nChanged 10
		SP:Iteration 16Q (45251.770000 sec): 3 clusters
  Score: Raw -148597.557863 + Penalty 2342.554458 = -146255.003404
  nChanged 12
		SP:Iteration 17Q (45251.940000 sec): 3 clusters
  Score: Raw -148606.245901 + Penalty 2342.554458 = -146263.691442
  nChanged 12
		SP:Iteration 18Q (45252.090000 sec): 3 clusters
  Score: Raw -148617.559403 + Penalty 2342.554458 = -146275.004945
  nChanged 9
		SP:Iteration 19Q (45252.180000 sec): 3 clusters
  Score: Raw -148624.867267 + Penalty 2342.554458 = -146282.312808
  nChanged 10
		SP:Iteration 20F (45252.340000 sec): 3 clusters
  Score: Raw -148634.742930 + Penalty 2342.554458 = -146292.188472
  nChanged 8
		SP:Iteration 21Q (45252.520000 sec): 3 clusters
  Score: Raw -148646.558487 + Penalty 2342.554458 = -146304.004029
  nChanged 12
		SP:Iteration 22Q (45252.630000 sec): 3 clusters
  Score: Raw -148664.309867 + Penalty 2342.554458 = -146321.755409
  nChanged 9
		SP:Iteration 23Q (45252.780000 sec): 3 clusters
  Score: Raw -148683.539186 + Penalty 2342.554458 = -146340.984727
  nChanged 12
		SP:Iteration 24Q (45252.950000 sec): 3 clusters
  Score: Raw -148696.875859 + Penalty 2342.554458 = -146354.321401
  nChanged 7
		SP:Iteration 25Q (45253.090000 sec): 3 clusters
  Score: Raw -148701.925983 + Penalty 2342.554458 = -146359.371525
  nChanged 6
		SP:Iteration 26Q (45253.260000 sec): 3 clusters
  Score: Raw -148707.593959 + Penalty 2342.554458 = -146365.039501
  nChanged 4
		SP:Iteration 27Q (45253.420000 sec): 3 clusters
  Score: Raw -148712.858729 + Penalty 2342.554458 = -146370.304270
  nChanged 7
		SP:Iteration 28Q (45253.570000 sec): 3 clusters
  Score: Raw -148717.768849 + Penalty 2342.554458 = -146375.214391
  nChanged 3
		SP:Iteration 29Q (45253.750000 sec): 3 clusters
  Score: Raw -148721.578840 + Penalty 2342.554458 = -146379.024382
  nChanged 2
		SP:Iteration 30Q (45253.890000 sec): 3 clusters
  Score: Raw -148723.410213 + Penalty 2342.554458 = -146380.855755
  nChanged 1
		SP:Iteration 31Q (45254.060000 sec): 3 clusters
  Score: Raw -148724.711994 + Penalty 2342.554458 = -146382.157536
  nChanged 1
		SP:Iteration 32Q (45254.180000 sec): 3 clusters
  Score: Raw -148726.135236 + Penalty 2342.554458 = -146383.580778
  nChanged 1
		SP:Iteration 33Q (45254.330000 sec): 3 clusters
  Score: Raw -148727.504007 + Penalty 2342.554458 = -146384.949549
  nChanged 0
		SP:Iteration 34F (45254.480000 sec): 3 clusters
  Score: Raw -148727.504007 + Penalty 2342.554458 = -146384.949549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45254.680000 sec): 2 clusters
  Score: Raw -1219956.586608 + Penalty 1524.756434 = -1218431.830174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45254.890000 sec): 3 clusters
  Score: Raw -1213099.057473 + Penalty 3049.512868 = -1210049.544606
  nChanged 5253
		SP:Iteration 1F (45255.080000 sec): 3 clusters
  Score: Raw -1216070.661912 + Penalty 3049.512868 = -1213021.149045
  nChanged 747
		SP:Iteration 2F (45255.280000 sec): 3 clusters
  Score: Raw -1216463.494394 + Penalty 3049.512868 = -1213413.981526
  nChanged 715
		SP:Iteration 3F (45255.500000 sec): 3 clusters
  Score: Raw -1216830.994228 + Penalty 3049.512868 = -1213781.481360
  nChanged 635
		SP:Iteration 4F (45255.670000 sec): 3 clusters
  Score: Raw -1217168.854907 + Penalty 3049.512868 = -1214119.342039
  nChanged 625
		SP:Iteration 5F (45255.970000 sec): 3 clusters
  Score: Raw -1217531.416870 + Penalty 3049.512868 = -1214481.904002
  nChanged 616
		SP:Iteration 6F (45256.130000 sec): 3 clusters
  Score: Raw -1217870.518623 + Penalty 3049.512868 = -1214821.005755
  nChanged 547
		SP:Iteration 7Q (45256.360000 sec): 3 clusters
  Score: Raw -1218127.891787 + Penalty 3049.512868 = -1215078.378920
  nChanged 481
		SP:Iteration 8Q (45256.570000 sec): 3 clusters
  Score: Raw -1218356.290217 + Penalty 3049.512868 = -1215306.777349
  nChanged 435
		SP:Iteration 9Q (45256.780000 sec): 3 clusters
  Score: Raw -1218575.888189 + Penalty 3049.512868 = -1215526.375322
  nChanged 398
		SP:Iteration 10Q (45257.010000 sec): 3 clusters
  Score: Raw -1218780.280232 + Penalty 3049.512868 = -1215730.767364
  nChanged 333
		SP:Iteration 11Q (45257.280000 sec): 3 clusters
  Score: Raw -1218952.902982 + Penalty 3049.512868 = -1215903.390115
  nChanged 318
		SP:Iteration 12Q (45257.500000 sec): 3 clusters
  Score: Raw -1219112.804784 + Penalty 3049.512868 = -1216063.291917
  nChanged 306
		SP:Iteration 13Q (45257.710000 sec): 3 clusters
  Score: Raw -1219298.897381 + Penalty 3049.512868 = -1216249.384513
  nChanged 295
		SP:Iteration 14Q (45257.890000 sec): 3 clusters
  Score: Raw -1219453.437660 + Penalty 3049.512868 = -1216403.924793
  nChanged 248
		SP:Iteration 15Q (45258.120000 sec): 3 clusters
  Score: Raw -1219587.814145 + Penalty 3049.512868 = -1216538.301278
  nChanged 199
		SP:Iteration 16Q (45258.430000 sec): 3 clusters
  Score: Raw -1219680.558167 + Penalty 3049.512868 = -1216631.045300
  nChanged 159
		SP:Iteration 17Q (45258.670000 sec): 3 clusters
  Score: Raw -1219747.683720 + Penalty 3049.512868 = -1216698.170853
  nChanged 111
		SP:Iteration 18Q (45258.850000 sec): 3 clusters
  Score: Raw -1219788.664010 + Penalty 3049.512868 = -1216739.151142
  nChanged 89
		SP:Iteration 19Q (45259.100000 sec): 3 clusters
  Score: Raw -1219817.351567 + Penalty 3049.512868 = -1216767.838700
  nChanged 65
		SP:Iteration 20F (45259.330000 sec): 3 clusters
  Score: Raw -1219833.378548 + Penalty 3049.512868 = -1216783.865680
  nChanged 55
		SP:Iteration 21Q (45259.520000 sec): 3 clusters
  Score: Raw -1219846.374927 + Penalty 3049.512868 = -1216796.862059
  nChanged 53
		SP:Iteration 22Q (45259.720000 sec): 3 clusters
  Score: Raw -1219857.043848 + Penalty 3049.512868 = -1216807.530980
  nChanged 39
		SP:Iteration 23Q (45259.910000 sec): 3 clusters
  Score: Raw -1219863.453258 + Penalty 3049.512868 = -1216813.940391
  nChanged 36
		SP:Iteration 24Q (45260.190000 sec): 3 clusters
  Score: Raw -1219868.909773 + Penalty 3049.512868 = -1216819.396905
  nChanged 31
		SP:Iteration 25Q (45260.370000 sec): 3 clusters
  Score: Raw -1219873.525197 + Penalty 3049.512868 = -1216824.012329
  nChanged 20
		SP:Iteration 26Q (45260.600000 sec): 3 clusters
  Score: Raw -1219876.541182 + Penalty 3049.512868 = -1216827.028314
  nChanged 21
		SP:Iteration 27Q (45260.810000 sec): 3 clusters
  Score: Raw -1219879.159890 + Penalty 3049.512868 = -1216829.647022
  nChanged 23
		SP:Iteration 28Q (45261.010000 sec): 3 clusters
  Score: Raw -1219882.194923 + Penalty 3049.512868 = -1216832.682055
  nChanged 32
		SP:Iteration 29Q (45261.230000 sec): 3 clusters
  Score: Raw -1219887.325434 + Penalty 3049.512868 = -1216837.812566
  nChanged 30
		SP:Iteration 30Q (45261.430000 sec): 3 clusters
  Score: Raw -1219892.724157 + Penalty 3049.512868 = -1216843.211289
  nChanged 23
		SP:Iteration 31Q (45261.660000 sec): 3 clusters
  Score: Raw -1219896.902438 + Penalty 3049.512868 = -1216847.389570
  nChanged 34
		SP:Iteration 32Q (45261.880000 sec): 3 clusters
  Score: Raw -1219901.938691 + Penalty 3049.512868 = -1216852.425823
  nChanged 26
		SP:Iteration 33Q (45262.090000 sec): 3 clusters
  Score: Raw -1219905.071305 + Penalty 3049.512868 = -1216855.558438
  nChanged 21
		SP:Iteration 34Q (45262.320000 sec): 3 clusters
  Score: Raw -1219908.469630 + Penalty 3049.512868 = -1216858.956762
  nChanged 19
		SP:Iteration 35Q (45262.560000 sec): 3 clusters
  Score: Raw -1219910.634112 + Penalty 3049.512868 = -1216861.121244
  nChanged 15
		SP:Iteration 36Q (45262.790000 sec): 3 clusters
  Score: Raw -1219912.310561 + Penalty 3049.512868 = -1216862.797693
  nChanged 9
		SP:Iteration 37Q (45263.020000 sec): 3 clusters
  Score: Raw -1219913.366888 + Penalty 3049.512868 = -1216863.854020
  nChanged 11
		SP:Iteration 38Q (45263.220000 sec): 3 clusters
  Score: Raw -1219915.101867 + Penalty 3049.512868 = -1216865.588999
  nChanged 13
		SP:Iteration 39Q (45263.420000 sec): 3 clusters
  Score: Raw -1219916.995904 + Penalty 3049.512868 = -1216867.483036
  nChanged 14
		SP:Iteration 40F (45263.680000 sec): 3 clusters
  Score: Raw -1219918.854153 + Penalty 3049.512868 = -1216869.341285
  nChanged 12
		SP:Iteration 41Q (45263.970000 sec): 3 clusters
  Score: Raw -1219920.240516 + Penalty 3049.512868 = -1216870.727649
  nChanged 12
		SP:Iteration 42Q (45264.190000 sec): 3 clusters
  Score: Raw -1219921.171771 + Penalty 3049.512868 = -1216871.658903
  nChanged 13
		SP:Iteration 43Q (45264.440000 sec): 3 clusters
  Score: Raw -1219922.542953 + Penalty 3049.512868 = -1216873.030085
  nChanged 13
		SP:Iteration 44Q (45264.630000 sec): 3 clusters
  Score: Raw -1219924.049024 + Penalty 3049.512868 = -1216874.536156
  nChanged 16
		SP:Iteration 45Q (45264.860000 sec): 3 clusters
  Score: Raw -1219926.268449 + Penalty 3049.512868 = -1216876.755581
  nChanged 21
		SP:Iteration 46Q (45265.090000 sec): 3 clusters
  Score: Raw -1219928.784298 + Penalty 3049.512868 = -1216879.271430
  nChanged 12
		SP:Iteration 47Q (45265.290000 sec): 3 clusters
  Score: Raw -1219930.705092 + Penalty 3049.512868 = -1216881.192224
  nChanged 15
		SP:Iteration 48Q (45265.470000 sec): 3 clusters
  Score: Raw -1219932.946679 + Penalty 3049.512868 = -1216883.433812
  nChanged 18
		SP:Iteration 49Q (45265.740000 sec): 3 clusters
  Score: Raw -1219935.462824 + Penalty 3049.512868 = -1216885.949956
  nChanged 16
		SP:Iteration 50Q (45265.940000 sec): 3 clusters
  Score: Raw -1219937.839321 + Penalty 3049.512868 = -1216888.326454
  nChanged 9
		SP:Iteration 51Q (45266.160000 sec): 3 clusters
  Score: Raw -1219938.904601 + Penalty 3049.512868 = -1216889.391733
  nChanged 6
		SP:Iteration 52Q (45266.390000 sec): 3 clusters
  Score: Raw -1219939.841666 + Penalty 3049.512868 = -1216890.328798
  nChanged 5
		SP:Iteration 53Q (45266.580000 sec): 3 clusters
  Score: Raw -1219940.598980 + Penalty 3049.512868 = -1216891.086112
  nChanged 7
		SP:Iteration 54Q (45266.830000 sec): 3 clusters
  Score: Raw -1219941.373926 + Penalty 3049.512868 = -1216891.861058
  nChanged 9
		SP:Iteration 55Q (45267.070000 sec): 3 clusters
  Score: Raw -1219942.461072 + Penalty 3049.512868 = -1216892.948204
  nChanged 10
		SP:Iteration 56Q (45267.210000 sec): 3 clusters
  Score: Raw -1219943.539580 + Penalty 3049.512868 = -1216894.026712
  nChanged 10
		SP:Iteration 57Q (45267.450000 sec): 3 clusters
  Score: Raw -1219944.535334 + Penalty 3049.512868 = -1216895.022466
  nChanged 13
		SP:Iteration 58Q (45267.630000 sec): 3 clusters
  Score: Raw -1219946.319620 + Penalty 3049.512868 = -1216896.806752
  nChanged 11
		SP:Iteration 59Q (45267.880000 sec): 3 clusters
  Score: Raw -1219947.852504 + Penalty 3049.512868 = -1216898.339637
  nChanged 20
		SP:Iteration 60F (45268.090000 sec): 3 clusters
  Score: Raw -1219950.801734 + Penalty 3049.512868 = -1216901.288866
  nChanged 21
		SP:Iteration 61Q (45268.280000 sec): 3 clusters
  Score: Raw -1219953.854212 + Penalty 3049.512868 = -1216904.341344
  nChanged 21
		SP:Iteration 62Q (45268.490000 sec): 3 clusters
  Score: Raw -1219956.531928 + Penalty 3049.512868 = -1216907.019061
  nChanged 22
		SP:Iteration 63Q (45268.700000 sec): 3 clusters
  Score: Raw -1219959.431816 + Penalty 3049.512868 = -1216909.918948
  nChanged 20
		SP:Iteration 64Q (45268.880000 sec): 3 clusters
  Score: Raw -1219962.118156 + Penalty 3049.512868 = -1216912.605288
  nChanged 17
		SP:Iteration 65Q (45269.150000 sec): 3 clusters
  Score: Raw -1219964.407534 + Penalty 3049.512868 = -1216914.894666
  nChanged 13
		SP:Iteration 66Q (45269.310000 sec): 3 clusters
  Score: Raw -1219966.639859 + Penalty 3049.512868 = -1216917.126992
  nChanged 17
		SP:Iteration 67Q (45269.560000 sec): 3 clusters
  Score: Raw -1219970.133972 + Penalty 3049.512868 = -1216920.621104
  nChanged 22
		SP:Iteration 68Q (45269.750000 sec): 3 clusters
  Score: Raw -1219973.937418 + Penalty 3049.512868 = -1216924.424551
  nChanged 13
		SP:Iteration 69Q (45269.950000 sec): 3 clusters
  Score: Raw -1219976.061560 + Penalty 3049.512868 = -1216926.548692
  nChanged 14
		SP:Iteration 70Q (45270.210000 sec): 3 clusters
  Score: Raw -1219977.632682 + Penalty 3049.512868 = -1216928.119814
  nChanged 8
		SP:Iteration 71Q (45270.420000 sec): 3 clusters
  Score: Raw -1219978.227113 + Penalty 3049.512868 = -1216928.714245
  nChanged 5
		SP:Iteration 72Q (45270.610000 sec): 3 clusters
  Score: Raw -1219978.495611 + Penalty 3049.512868 = -1216928.982743
  nChanged 5
		SP:Iteration 73Q (45270.840000 sec): 3 clusters
  Score: Raw -1219978.881967 + Penalty 3049.512868 = -1216929.369100
  nChanged 5
		SP:Iteration 74Q (45271.100000 sec): 3 clusters
  Score: Raw -1219979.276087 + Penalty 3049.512868 = -1216929.763220
  nChanged 3
		SP:Iteration 75Q (45271.360000 sec): 3 clusters
  Score: Raw -1219979.495168 + Penalty 3049.512868 = -1216929.982300
  nChanged 4
		SP:Iteration 76Q (45271.510000 sec): 3 clusters
  Score: Raw -1219979.832442 + Penalty 3049.512868 = -1216930.319574
  nChanged 3
		SP:Iteration 77Q (45271.760000 sec): 3 clusters
  Score: Raw -1219980.130110 + Penalty 3049.512868 = -1216930.617242
  nChanged 4
		SP:Iteration 78Q (45271.990000 sec): 3 clusters
  Score: Raw -1219980.767378 + Penalty 3049.512868 = -1216931.254510
  nChanged 4
		SP:Iteration 79Q (45272.200000 sec): 3 clusters
  Score: Raw -1219981.497032 + Penalty 3049.512868 = -1216931.984164
  nChanged 6
		SP:Iteration 80F (45272.380000 sec): 3 clusters
  Score: Raw -1219982.181710 + Penalty 3049.512868 = -1216932.668842
  nChanged 4
		SP:Iteration 81Q (45272.630000 sec): 3 clusters
  Score: Raw -1219982.446606 + Penalty 3049.512868 = -1216932.933739
  nChanged 3
		SP:Iteration 82Q (45272.860000 sec): 3 clusters
  Score: Raw -1219982.652041 + Penalty 3049.512868 = -1216933.139173
  nChanged 2
		SP:Iteration 83Q (45273.070000 sec): 3 clusters
  Score: Raw -1219982.908690 + Penalty 3049.512868 = -1216933.395822
  nChanged 2
		SP:Iteration 84Q (45273.290000 sec): 3 clusters
  Score: Raw -1219983.081457 + Penalty 3049.512868 = -1216933.568590
  nChanged 2
		SP:Iteration 85Q (45273.500000 sec): 3 clusters
  Score: Raw -1219983.202789 + Penalty 3049.512868 = -1216933.689921
  nChanged 2
		SP:Iteration 86Q (45273.650000 sec): 3 clusters
  Score: Raw -1219983.339284 + Penalty 3049.512868 = -1216933.826417
  nChanged 0
		SP:Iteration 87F (45273.870000 sec): 3 clusters
  Score: Raw -1219983.339284 + Penalty 3049.512868 = -1216933.826417
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45274.070000 sec): 2 clusters
  Score: Raw -1961115.639628 + Penalty 1613.875310 = -1959501.764319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45274.360000 sec): 3 clusters
  Score: Raw -1948710.328836 + Penalty 3227.750619 = -1945482.578217
  nChanged 9267
		SP:Iteration 1F (45274.620000 sec): 3 clusters
  Score: Raw -1953838.308454 + Penalty 3227.750619 = -1950610.557835
  nChanged 1183
		SP:Iteration 2F (45274.880000 sec): 3 clusters
  Score: Raw -1954390.860664 + Penalty 3227.750619 = -1951163.110045
  nChanged 1152
		SP:Iteration 3F (45275.140000 sec): 3 clusters
  Score: Raw -1954968.085099 + Penalty 3227.750619 = -1951740.334479
  nChanged 1107
		SP:Iteration 4F (45275.410000 sec): 3 clusters
  Score: Raw -1955467.785253 + Penalty 3227.750619 = -1952240.034634
  nChanged 1030
		SP:Iteration 5F (45275.640000 sec): 3 clusters
  Score: Raw -1955933.668507 + Penalty 3227.750619 = -1952705.917887
  nChanged 939
		SP:Iteration 6Q (45275.900000 sec): 3 clusters
  Score: Raw -1956379.044943 + Penalty 3227.750619 = -1953151.294324
  nChanged 931
		SP:Iteration 7Q (45276.190000 sec): 3 clusters
  Score: Raw -1956833.867756 + Penalty 3227.750619 = -1953606.117137
  nChanged 904
		SP:Iteration 8Q (45276.440000 sec): 3 clusters
  Score: Raw -1957306.688079 + Penalty 3227.750619 = -1954078.937460
  nChanged 861
		SP:Iteration 9Q (45276.730000 sec): 3 clusters
  Score: Raw -1957751.109147 + Penalty 3227.750619 = -1954523.358527
  nChanged 843
		SP:Iteration 10Q (45276.990000 sec): 3 clusters
  Score: Raw -1958221.849371 + Penalty 3227.750619 = -1954994.098752
  nChanged 814
		SP:Iteration 11Q (45277.350000 sec): 3 clusters
  Score: Raw -1958663.863262 + Penalty 3227.750619 = -1955436.112643
  nChanged 716
		SP:Iteration 12Q (45277.610000 sec): 3 clusters
  Score: Raw -1959058.461051 + Penalty 3227.750619 = -1955830.710431
  nChanged 629
		SP:Iteration 13Q (45277.910000 sec): 3 clusters
  Score: Raw -1959344.252560 + Penalty 3227.750619 = -1956116.501941
  nChanged 503
		SP:Iteration 14Q (45278.190000 sec): 3 clusters
  Score: Raw -1959540.507217 + Penalty 3227.750619 = -1956312.756597
  nChanged 400
		SP:Iteration 15Q (45278.450000 sec): 3 clusters
  Score: Raw -1959679.841033 + Penalty 3227.750619 = -1956452.090414
  nChanged 352
		SP:Iteration 16Q (45278.780000 sec): 3 clusters
  Score: Raw -1959799.200551 + Penalty 3227.750619 = -1956571.449932
  nChanged 309
		SP:Iteration 17Q (45279.080000 sec): 3 clusters
  Score: Raw -1959909.428770 + Penalty 3227.750619 = -1956681.678151
  nChanged 307
		SP:Iteration 18Q (45279.380000 sec): 3 clusters
  Score: Raw -1960020.854187 + Penalty 3227.750619 = -1956793.103567
  nChanged 287
		SP:Iteration 19Q (45279.710000 sec): 3 clusters
  Score: Raw -1960121.917114 + Penalty 3227.750619 = -1956894.166495
  nChanged 266
		SP:Iteration 20F (45279.940000 sec): 3 clusters
  Score: Raw -1960224.643172 + Penalty 3227.750619 = -1956996.892553
  nChanged 264
		SP:Iteration 21Q (45280.290000 sec): 3 clusters
  Score: Raw -1960308.649462 + Penalty 3227.750619 = -1957080.898843
  nChanged 230
		SP:Iteration 22Q (45280.620000 sec): 3 clusters
  Score: Raw -1960382.968081 + Penalty 3227.750619 = -1957155.217461
  nChanged 226
		SP:Iteration 23Q (45280.880000 sec): 3 clusters
  Score: Raw -1960453.720644 + Penalty 3227.750619 = -1957225.970025
  nChanged 194
		SP:Iteration 24Q (45281.110000 sec): 3 clusters
  Score: Raw -1960508.144834 + Penalty 3227.750619 = -1957280.394214
  nChanged 199
		SP:Iteration 25Q (45281.420000 sec): 3 clusters
  Score: Raw -1960560.185914 + Penalty 3227.750619 = -1957332.435295
  nChanged 185
		SP:Iteration 26Q (45281.660000 sec): 3 clusters
  Score: Raw -1960603.724493 + Penalty 3227.750619 = -1957375.973874
  nChanged 146
		SP:Iteration 27Q (45281.930000 sec): 3 clusters
  Score: Raw -1960639.088862 + Penalty 3227.750619 = -1957411.338242
  nChanged 145
		SP:Iteration 28Q (45282.220000 sec): 3 clusters
  Score: Raw -1960666.434078 + Penalty 3227.750619 = -1957438.683459
  nChanged 111
		SP:Iteration 29Q (45282.500000 sec): 3 clusters
  Score: Raw -1960682.657895 + Penalty 3227.750619 = -1957454.907276
  nChanged 85
		SP:Iteration 30Q (45282.810000 sec): 3 clusters
  Score: Raw -1960693.512205 + Penalty 3227.750619 = -1957465.761586
  nChanged 63
		SP:Iteration 31Q (45283.080000 sec): 3 clusters
  Score: Raw -1960700.388934 + Penalty 3227.750619 = -1957472.638314
  nChanged 55
		SP:Iteration 32Q (45283.420000 sec): 3 clusters
  Score: Raw -1960705.965308 + Penalty 3227.750619 = -1957478.214689
  nChanged 49
		SP:Iteration 33Q (45283.670000 sec): 3 clusters
  Score: Raw -1960711.466985 + Penalty 3227.750619 = -1957483.716365
  nChanged 47
		SP:Iteration 34Q (45284.030000 sec): 3 clusters
  Score: Raw -1960717.829084 + Penalty 3227.750619 = -1957490.078465
  nChanged 51
		SP:Iteration 35Q (45284.340000 sec): 3 clusters
  Score: Raw -1960722.731241 + Penalty 3227.750619 = -1957494.980621
  nChanged 39
		SP:Iteration 36Q (45284.650000 sec): 3 clusters
  Score: Raw -1960725.830351 + Penalty 3227.750619 = -1957498.079732
  nChanged 32
		SP:Iteration 37Q (45284.910000 sec): 3 clusters
  Score: Raw -1960727.607179 + Penalty 3227.750619 = -1957499.856560
  nChanged 23
		SP:Iteration 38Q (45285.240000 sec): 3 clusters
  Score: Raw -1960729.339145 + Penalty 3227.750619 = -1957501.588526
  nChanged 25
		SP:Iteration 39Q (45285.480000 sec): 3 clusters
  Score: Raw -1960731.263671 + Penalty 3227.750619 = -1957503.513051
  nChanged 26
		SP:Iteration 40F (45285.720000 sec): 3 clusters
  Score: Raw -1960733.279496 + Penalty 3227.750619 = -1957505.528877
  nChanged 20
		SP:Iteration 41Q (45285.990000 sec): 3 clusters
  Score: Raw -1960734.423590 + Penalty 3227.750619 = -1957506.672970
  nChanged 11
		SP:Iteration 42Q (45286.220000 sec): 3 clusters
  Score: Raw -1960734.972331 + Penalty 3227.750619 = -1957507.221712
  nChanged 11
		SP:Iteration 43Q (45286.520000 sec): 3 clusters
  Score: Raw -1960735.586313 + Penalty 3227.750619 = -1957507.835694
  nChanged 8
		SP:Iteration 44Q (45286.800000 sec): 3 clusters
  Score: Raw -1960736.290150 + Penalty 3227.750619 = -1957508.539531
  nChanged 8
		SP:Iteration 45Q (45287.060000 sec): 3 clusters
  Score: Raw -1960736.774083 + Penalty 3227.750619 = -1957509.023463
  nChanged 5
		SP:Iteration 46Q (45287.370000 sec): 3 clusters
  Score: Raw -1960737.073823 + Penalty 3227.750619 = -1957509.323204
  nChanged 7
		SP:Iteration 47Q (45287.640000 sec): 3 clusters
  Score: Raw -1960737.497501 + Penalty 3227.750619 = -1957509.746882
  nChanged 6
		SP:Iteration 48Q (45287.910000 sec): 3 clusters
  Score: Raw -1960737.854080 + Penalty 3227.750619 = -1957510.103461
  nChanged 3
		SP:Iteration 49Q (45288.190000 sec): 3 clusters
  Score: Raw -1960738.105859 + Penalty 3227.750619 = -1957510.355240
  nChanged 5
		SP:Iteration 50Q (45288.460000 sec): 3 clusters
  Score: Raw -1960738.328343 + Penalty 3227.750619 = -1957510.577724
  nChanged 7
		SP:Iteration 51Q (45288.770000 sec): 3 clusters
  Score: Raw -1960738.571794 + Penalty 3227.750619 = -1957510.821175
  nChanged 3
		SP:Iteration 52Q (45289.000000 sec): 3 clusters
  Score: Raw -1960738.669472 + Penalty 3227.750619 = -1957510.918853
  nChanged 0
		SP:Iteration 53F (45289.280000 sec): 3 clusters
  Score: Raw -1960738.669472 + Penalty 3227.750619 = -1957510.918853
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45289.380000 sec): 2 clusters
  Score: Raw -892218.036769 + Penalty 1488.481935 = -890729.554835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45289.580000 sec): 3 clusters
  Score: Raw -886943.867382 + Penalty 2976.963869 = -883966.903513
  nChanged 4084
		SP:Iteration 1F (45289.830000 sec): 3 clusters
  Score: Raw -889411.794931 + Penalty 2976.963869 = -886434.831061
  nChanged 814
		SP:Iteration 2F (45289.960000 sec): 3 clusters
  Score: Raw -889986.269603 + Penalty 2976.963869 = -887009.305734
  nChanged 659
		SP:Iteration 3F (45290.150000 sec): 3 clusters
  Score: Raw -890466.575446 + Penalty 2976.963869 = -887489.611577
  nChanged 597
		SP:Iteration 4F (45290.350000 sec): 3 clusters
  Score: Raw -890883.460456 + Penalty 2976.963869 = -887906.496587
  nChanged 491
		SP:Iteration 5F (45290.590000 sec): 3 clusters
  Score: Raw -891206.689161 + Penalty 2976.963869 = -888229.725292
  nChanged 393
		SP:Iteration 6Q (45290.810000 sec): 3 clusters
  Score: Raw -891502.538212 + Penalty 2976.963869 = -888525.574343
  nChanged 341
		SP:Iteration 7Q (45290.970000 sec): 3 clusters
  Score: Raw -891775.777614 + Penalty 2976.963869 = -888798.813744
  nChanged 273
		SP:Iteration 8Q (45291.210000 sec): 3 clusters
  Score: Raw -891958.138267 + Penalty 2976.963869 = -888981.174398
  nChanged 219
		SP:Iteration 9Q (45291.390000 sec): 3 clusters
  Score: Raw -892103.625805 + Penalty 2976.963869 = -889126.661935
  nChanged 192
		SP:Iteration 10Q (45291.520000 sec): 3 clusters
  Score: Raw -892224.101153 + Penalty 2976.963869 = -889247.137284
  nChanged 147
		SP:Iteration 11Q (45291.730000 sec): 3 clusters
  Score: Raw -892307.308381 + Penalty 2976.963869 = -889330.344512
  nChanged 123
		SP:Iteration 12Q (45291.910000 sec): 3 clusters
  Score: Raw -892374.346878 + Penalty 2976.963869 = -889397.383009
  nChanged 99
		SP:Iteration 13Q (45292.130000 sec): 3 clusters
  Score: Raw -892428.730919 + Penalty 2976.963869 = -889451.767050
  nChanged 81
		SP:Iteration 14Q (45292.250000 sec): 3 clusters
  Score: Raw -892472.129473 + Penalty 2976.963869 = -889495.165604
  nChanged 71
		SP:Iteration 15Q (45292.430000 sec): 3 clusters
  Score: Raw -892513.655965 + Penalty 2976.963869 = -889536.692096
  nChanged 69
		SP:Iteration 16Q (45292.690000 sec): 3 clusters
  Score: Raw -892543.764225 + Penalty 2976.963869 = -889566.800356
  nChanged 57
		SP:Iteration 17Q (45292.850000 sec): 3 clusters
  Score: Raw -892571.301840 + Penalty 2976.963869 = -889594.337971
  nChanged 54
		SP:Iteration 18Q (45293.070000 sec): 3 clusters
  Score: Raw -892598.529318 + Penalty 2976.963869 = -889621.565449
  nChanged 46
		SP:Iteration 19Q (45293.280000 sec): 3 clusters
  Score: Raw -892622.830375 + Penalty 2976.963869 = -889645.866506
  nChanged 37
		SP:Iteration 20F (45293.400000 sec): 3 clusters
  Score: Raw -892648.044601 + Penalty 2976.963869 = -889671.080732
  nChanged 34
		SP:Iteration 21Q (45293.670000 sec): 3 clusters
  Score: Raw -892667.731607 + Penalty 2976.963869 = -889690.767738
  nChanged 35
		SP:Iteration 22Q (45293.820000 sec): 3 clusters
  Score: Raw -892685.305007 + Penalty 2976.963869 = -889708.341138
  nChanged 43
		SP:Iteration 23Q (45294.040000 sec): 3 clusters
  Score: Raw -892707.824671 + Penalty 2976.963869 = -889730.860801
  nChanged 38
		SP:Iteration 24Q (45294.200000 sec): 3 clusters
  Score: Raw -892731.239440 + Penalty 2976.963869 = -889754.275571
  nChanged 45
		SP:Iteration 25Q (45294.400000 sec): 3 clusters
  Score: Raw -892757.363325 + Penalty 2976.963869 = -889780.399456
  nChanged 33
		SP:Iteration 26Q (45294.600000 sec): 3 clusters
  Score: Raw -892774.962640 + Penalty 2976.963869 = -889797.998770
  nChanged 28
		SP:Iteration 27Q (45294.740000 sec): 3 clusters
  Score: Raw -892787.855465 + Penalty 2976.963869 = -889810.891596
  nChanged 27
		SP:Iteration 28Q (45294.890000 sec): 3 clusters
  Score: Raw -892802.073006 + Penalty 2976.963869 = -889825.109137
  nChanged 23
		SP:Iteration 29Q (45295.140000 sec): 3 clusters
  Score: Raw -892822.875040 + Penalty 2976.963869 = -889845.911170
  nChanged 31
		SP:Iteration 30Q (45295.300000 sec): 3 clusters
  Score: Raw -892840.071436 + Penalty 2976.963869 = -889863.107566
  nChanged 18
		SP:Iteration 31Q (45295.520000 sec): 3 clusters
  Score: Raw -892847.682332 + Penalty 2976.963869 = -889870.718463
  nChanged 11
		SP:Iteration 32Q (45295.690000 sec): 3 clusters
  Score: Raw -892852.703649 + Penalty 2976.963869 = -889875.739780
  nChanged 14
		SP:Iteration 33Q (45295.850000 sec): 3 clusters
  Score: Raw -892858.664069 + Penalty 2976.963869 = -889881.700199
  nChanged 7
		SP:Iteration 34Q (45296.060000 sec): 3 clusters
  Score: Raw -892860.926392 + Penalty 2976.963869 = -889883.962523
  nChanged 6
		SP:Iteration 35Q (45296.310000 sec): 3 clusters
  Score: Raw -892864.201909 + Penalty 2976.963869 = -889887.238039
  nChanged 10
		SP:Iteration 36Q (45296.510000 sec): 3 clusters
  Score: Raw -892867.009146 + Penalty 2976.963869 = -889890.045277
  nChanged 4
		SP:Iteration 37Q (45296.710000 sec): 3 clusters
  Score: Raw -892869.249948 + Penalty 2976.963869 = -889892.286079
  nChanged 4
		SP:Iteration 38Q (45296.930000 sec): 3 clusters
  Score: Raw -892871.205354 + Penalty 2976.963869 = -889894.241484
  nChanged 4
		SP:Iteration 39Q (45297.130000 sec): 3 clusters
  Score: Raw -892872.446814 + Penalty 2976.963869 = -889895.482945
  nChanged 4
		SP:Iteration 40F (45297.300000 sec): 3 clusters
  Score: Raw -892873.613838 + Penalty 2976.963869 = -889896.649969
  nChanged 1
		SP:Iteration 41Q (45297.530000 sec): 3 clusters
  Score: Raw -892874.134825 + Penalty 2976.963869 = -889897.170955
  nChanged 0
		SP:Iteration 42F (45297.700000 sec): 3 clusters
  Score: Raw -892874.134825 + Penalty 2976.963869 = -889897.170955
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45297.800000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45297.930000 sec): 3 clusters
  Score: Raw -146806.394022 + Penalty 2371.774692 = -144434.619330
  nChanged 487
		SP:Iteration 1F (45298.120000 sec): 3 clusters
  Score: Raw -147134.798236 + Penalty 2371.774692 = -144763.023544
  nChanged 117
		SP:Iteration 2F (45298.280000 sec): 3 clusters
  Score: Raw -147234.369388 + Penalty 2371.774692 = -144862.594696
  nChanged 65
		SP:Iteration 3Q (45298.430000 sec): 3 clusters
  Score: Raw -147285.872038 + Penalty 2371.774692 = -144914.097346
  nChanged 40
		SP:Iteration 4Q (45298.590000 sec): 3 clusters
  Score: Raw -147325.288303 + Penalty 2371.774692 = -144953.513611
  nChanged 29
		SP:Iteration 5Q (45298.730000 sec): 3 clusters
  Score: Raw -147362.387465 + Penalty 2371.774692 = -144990.612774
  nChanged 24
		SP:Iteration 6Q (45298.910000 sec): 3 clusters
  Score: Raw -147386.568121 + Penalty 2371.774692 = -145014.793429
  nChanged 19
		SP:Iteration 7Q (45299.060000 sec): 3 clusters
  Score: Raw -147415.529782 + Penalty 2371.774692 = -145043.755090
  nChanged 28
		SP:Iteration 8Q (45299.250000 sec): 3 clusters
  Score: Raw -147443.899491 + Penalty 2371.774692 = -145072.124799
  nChanged 20
		SP:Iteration 9Q (45299.360000 sec): 3 clusters
  Score: Raw -147468.116381 + Penalty 2371.774692 = -145096.341689
  nChanged 17
		SP:Iteration 10Q (45299.490000 sec): 3 clusters
  Score: Raw -147489.122074 + Penalty 2371.774692 = -145117.347382
  nChanged 26
		SP:Iteration 11Q (45299.640000 sec): 3 clusters
  Score: Raw -147512.016239 + Penalty 2371.774692 = -145140.241547
  nChanged 28
		SP:Iteration 12Q (45299.800000 sec): 3 clusters
  Score: Raw -147526.440220 + Penalty 2371.774692 = -145154.665528
  nChanged 12
		SP:Iteration 13Q (45299.930000 sec): 3 clusters
  Score: Raw -147536.031279 + Penalty 2371.774692 = -145164.256587
  nChanged 14
		SP:Iteration 14Q (45300.110000 sec): 3 clusters
  Score: Raw -147544.005045 + Penalty 2371.774692 = -145172.230353
  nChanged 13
		SP:Iteration 15Q (45300.280000 sec): 3 clusters
  Score: Raw -147557.906027 + Penalty 2371.774692 = -145186.131335
  nChanged 12
		SP:Iteration 16Q (45300.430000 sec): 3 clusters
  Score: Raw -147566.476230 + Penalty 2371.774692 = -145194.701538
  nChanged 13
		SP:Iteration 17Q (45300.600000 sec): 3 clusters
  Score: Raw -147574.754272 + Penalty 2371.774692 = -145202.979580
  nChanged 9
		SP:Iteration 18Q (45300.730000 sec): 3 clusters
  Score: Raw -147581.933464 + Penalty 2371.774692 = -145210.158772
  nChanged 8
		SP:Iteration 19Q (45300.870000 sec): 3 clusters
  Score: Raw -147589.197537 + Penalty 2371.774692 = -145217.422845
  nChanged 10
		SP:Iteration 20F (45301.070000 sec): 3 clusters
  Score: Raw -147595.357022 + Penalty 2371.774692 = -145223.582330
  nChanged 9
		SP:Iteration 21Q (45301.200000 sec): 3 clusters
  Score: Raw -147601.414519 + Penalty 2371.774692 = -145229.639827
  nChanged 9
		SP:Iteration 22Q (45301.360000 sec): 3 clusters
  Score: Raw -147608.296216 + Penalty 2371.774692 = -145236.521524
  nChanged 6
		SP:Iteration 23Q (45301.520000 sec): 3 clusters
  Score: Raw -147613.943717 + Penalty 2371.774692 = -145242.169026
  nChanged 9
		SP:Iteration 24Q (45301.710000 sec): 3 clusters
  Score: Raw -147622.654333 + Penalty 2371.774692 = -145250.879641
  nChanged 13
		SP:Iteration 25Q (45301.860000 sec): 3 clusters
  Score: Raw -147634.131177 + Penalty 2371.774692 = -145262.356486
  nChanged 11
		SP:Iteration 26Q (45302.000000 sec): 3 clusters
  Score: Raw -147644.244541 + Penalty 2371.774692 = -145272.469849
  nChanged 6
		SP:Iteration 27Q (45302.170000 sec): 3 clusters
  Score: Raw -147647.824157 + Penalty 2371.774692 = -145276.049465
  nChanged 6
		SP:Iteration 28Q (45302.310000 sec): 3 clusters
  Score: Raw -147651.441149 + Penalty 2371.774692 = -145279.666457
  nChanged 5
		SP:Iteration 29Q (45302.510000 sec): 3 clusters
  Score: Raw -147654.172042 + Penalty 2371.774692 = -145282.397351
  nChanged 4
		SP:Iteration 30Q (45302.640000 sec): 3 clusters
  Score: Raw -147657.067664 + Penalty 2371.774692 = -145285.292972
  nChanged 7
		SP:Iteration 31Q (45302.760000 sec): 3 clusters
  Score: Raw -147664.010351 + Penalty 2371.774692 = -145292.235659
  nChanged 11
		SP:Iteration 32Q (45302.920000 sec): 3 clusters
  Score: Raw -147671.650842 + Penalty 2371.774692 = -145299.876150
  nChanged 4
		SP:Iteration 33Q (45303.060000 sec): 3 clusters
  Score: Raw -147676.330898 + Penalty 2371.774692 = -145304.556206
  nChanged 10
		SP:Iteration 34Q (45303.230000 sec): 3 clusters
  Score: Raw -147683.586242 + Penalty 2371.774692 = -145311.811550
  nChanged 6
		SP:Iteration 35Q (45303.410000 sec): 3 clusters
  Score: Raw -147688.139329 + Penalty 2371.774692 = -145316.364638
  nChanged 3
		SP:Iteration 36Q (45303.580000 sec): 3 clusters
  Score: Raw -147690.166620 + Penalty 2371.774692 = -145318.391928
  nChanged 4
		SP:Iteration 37Q (45303.720000 sec): 3 clusters
  Score: Raw -147696.139223 + Penalty 2371.774692 = -145324.364531
  nChanged 9
		SP:Iteration 38Q (45303.880000 sec): 3 clusters
  Score: Raw -147706.056954 + Penalty 2371.774692 = -145334.282262
  nChanged 9
		SP:Iteration 39Q (45304.040000 sec): 3 clusters
  Score: Raw -147715.716565 + Penalty 2371.774692 = -145343.941874
  nChanged 14
		SP:Iteration 40F (45304.200000 sec): 3 clusters
  Score: Raw -147726.461128 + Penalty 2371.774692 = -145354.686437
  nChanged 13
		SP:Iteration 41Q (45304.360000 sec): 3 clusters
  Score: Raw -147743.219712 + Penalty 2371.774692 = -145371.445020
  nChanged 15
		SP:Iteration 42Q (45304.520000 sec): 3 clusters
  Score: Raw -147754.782449 + Penalty 2371.774692 = -145383.007758
  nChanged 13
		SP:Iteration 43Q (45304.720000 sec): 3 clusters
  Score: Raw -147763.206290 + Penalty 2371.774692 = -145391.431598
  nChanged 11
		SP:Iteration 44Q (45304.840000 sec): 3 clusters
  Score: Raw -147768.253295 + Penalty 2371.774692 = -145396.478603
  nChanged 6
		SP:Iteration 45Q (45304.990000 sec): 3 clusters
  Score: Raw -147772.917985 + Penalty 2371.774692 = -145401.143293
  nChanged 9
		SP:Iteration 46Q (45305.140000 sec): 3 clusters
  Score: Raw -147781.464021 + Penalty 2371.774692 = -145409.689329
  nChanged 11
		SP:Iteration 47Q (45305.260000 sec): 3 clusters
  Score: Raw -147790.926764 + Penalty 2371.774692 = -145419.152073
  nChanged 4
		SP:Iteration 48Q (45305.440000 sec): 3 clusters
  Score: Raw -147793.324291 + Penalty 2371.774692 = -145421.549599
  nChanged 8
		SP:Iteration 49Q (45305.580000 sec): 3 clusters
  Score: Raw -147797.806266 + Penalty 2371.774692 = -145426.031574
  nChanged 9
		SP:Iteration 50Q (45305.760000 sec): 3 clusters
  Score: Raw -147806.662983 + Penalty 2371.774692 = -145434.888292
  nChanged 9
		SP:Iteration 51Q (45305.920000 sec): 3 clusters
  Score: Raw -147814.743378 + Penalty 2371.774692 = -145442.968686
  nChanged 9
		SP:Iteration 52Q (45306.100000 sec): 3 clusters
  Score: Raw -147818.946387 + Penalty 2371.774692 = -145447.171696
  nChanged 3
		SP:Iteration 53Q (45306.270000 sec): 3 clusters
  Score: Raw -147819.960630 + Penalty 2371.774692 = -145448.185938
  nChanged 2
		SP:Iteration 54Q (45306.470000 sec): 3 clusters
  Score: Raw -147821.023233 + Penalty 2371.774692 = -145449.248541
  nChanged 1
		SP:Iteration 55Q (45306.560000 sec): 3 clusters
  Score: Raw -147821.489790 + Penalty 2371.774692 = -145449.715098
  nChanged 0
		SP:Iteration 56F (45306.740000 sec): 3 clusters
  Score: Raw -147821.489790 + Penalty 2371.774692 = -145449.715098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45306.820000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45306.990000 sec): 3 clusters
  Score: Raw -285348.101372 + Penalty 2573.080896 = -282775.020475
  nChanged 1023
		SP:Iteration 1F (45307.130000 sec): 3 clusters
  Score: Raw -285976.124396 + Penalty 2573.080896 = -283403.043500
  nChanged 203
		SP:Iteration 2F (45307.300000 sec): 3 clusters
  Score: Raw -286084.913599 + Penalty 2573.080896 = -283511.832703
  nChanged 128
		SP:Iteration 3Q (45307.400000 sec): 3 clusters
  Score: Raw -286149.607856 + Penalty 2573.080896 = -283576.526960
  nChanged 89
		SP:Iteration 4Q (45307.560000 sec): 3 clusters
  Score: Raw -286197.942107 + Penalty 2573.080896 = -283624.861210
  nChanged 79
		SP:Iteration 5Q (45307.720000 sec): 3 clusters
  Score: Raw -286239.044164 + Penalty 2573.080896 = -283665.963268
  nChanged 66
		SP:Iteration 6Q (45307.840000 sec): 3 clusters
  Score: Raw -286271.248479 + Penalty 2573.080896 = -283698.167582
  nChanged 56
		SP:Iteration 7Q (45308.000000 sec): 3 clusters
  Score: Raw -286295.368738 + Penalty 2573.080896 = -283722.287841
  nChanged 43
		SP:Iteration 8Q (45308.140000 sec): 3 clusters
  Score: Raw -286315.293666 + Penalty 2573.080896 = -283742.212770
  nChanged 45
		SP:Iteration 9Q (45308.340000 sec): 3 clusters
  Score: Raw -286335.351117 + Penalty 2573.080896 = -283762.270221
  nChanged 43
		SP:Iteration 10Q (45308.490000 sec): 3 clusters
  Score: Raw -286351.684843 + Penalty 2573.080896 = -283778.603946
  nChanged 38
		SP:Iteration 11Q (45308.700000 sec): 3 clusters
  Score: Raw -286365.906604 + Penalty 2573.080896 = -283792.825708
  nChanged 34
		SP:Iteration 12Q (45308.820000 sec): 3 clusters
  Score: Raw -286379.084419 + Penalty 2573.080896 = -283806.003523
  nChanged 28
		SP:Iteration 13Q (45308.990000 sec): 3 clusters
  Score: Raw -286389.860615 + Penalty 2573.080896 = -283816.779718
  nChanged 32
		SP:Iteration 14Q (45309.180000 sec): 3 clusters
  Score: Raw -286404.548948 + Penalty 2573.080896 = -283831.468052
  nChanged 44
		SP:Iteration 15Q (45309.300000 sec): 3 clusters
  Score: Raw -286424.943787 + Penalty 2573.080896 = -283851.862890
  nChanged 44
		SP:Iteration 16Q (45309.470000 sec): 3 clusters
  Score: Raw -286445.929368 + Penalty 2573.080896 = -283872.848472
  nChanged 36
		SP:Iteration 17Q (45309.650000 sec): 3 clusters
  Score: Raw -286460.722546 + Penalty 2573.080896 = -283887.641649
  nChanged 31
		SP:Iteration 18Q (45309.820000 sec): 3 clusters
  Score: Raw -286475.093429 + Penalty 2573.080896 = -283902.012533
  nChanged 36
		SP:Iteration 19Q (45309.980000 sec): 3 clusters
  Score: Raw -286494.205337 + Penalty 2573.080896 = -283921.124441
  nChanged 39
		SP:Iteration 20F (45310.160000 sec): 3 clusters
  Score: Raw -286512.149027 + Penalty 2573.080896 = -283939.068131
  nChanged 34
		SP:Iteration 21Q (45310.310000 sec): 3 clusters
  Score: Raw -286527.210327 + Penalty 2573.080896 = -283954.129431
  nChanged 29
		SP:Iteration 22Q (45310.440000 sec): 3 clusters
  Score: Raw -286537.932558 + Penalty 2573.080896 = -283964.851662
  nChanged 28
		SP:Iteration 23Q (45310.620000 sec): 3 clusters
  Score: Raw -286550.033896 + Penalty 2573.080896 = -283976.953000
  nChanged 27
		SP:Iteration 24Q (45310.790000 sec): 3 clusters
  Score: Raw -286562.354166 + Penalty 2573.080896 = -283989.273270
  nChanged 20
		SP:Iteration 25Q (45311.020000 sec): 3 clusters
  Score: Raw -286571.127818 + Penalty 2573.080896 = -283998.046922
  nChanged 16
		SP:Iteration 26Q (45311.150000 sec): 3 clusters
  Score: Raw -286578.582270 + Penalty 2573.080896 = -284005.501373
  nChanged 16
		SP:Iteration 27Q (45311.310000 sec): 3 clusters
  Score: Raw -286586.995086 + Penalty 2573.080896 = -284013.914190
  nChanged 18
		SP:Iteration 28Q (45311.460000 sec): 3 clusters
  Score: Raw -286593.726905 + Penalty 2573.080896 = -284020.646009
  nChanged 11
		SP:Iteration 29Q (45311.640000 sec): 3 clusters
  Score: Raw -286597.879180 + Penalty 2573.080896 = -284024.798283
  nChanged 9
		SP:Iteration 30Q (45311.810000 sec): 3 clusters
  Score: Raw -286600.553438 + Penalty 2573.080896 = -284027.472542
  nChanged 5
		SP:Iteration 31Q (45312.000000 sec): 3 clusters
  Score: Raw -286602.455896 + Penalty 2573.080896 = -284029.375000
  nChanged 2
		SP:Iteration 32Q (45312.120000 sec): 3 clusters
  Score: Raw -286602.827755 + Penalty 2573.080896 = -284029.746858
  nChanged 3
		SP:Iteration 33Q (45312.300000 sec): 3 clusters
  Score: Raw -286603.657747 + Penalty 2573.080896 = -284030.576850
  nChanged 2
		SP:Iteration 34Q (45312.480000 sec): 3 clusters
  Score: Raw -286604.364344 + Penalty 2573.080896 = -284031.283447
  nChanged 4
		SP:Iteration 35Q (45312.640000 sec): 3 clusters
  Score: Raw -286605.687250 + Penalty 2573.080896 = -284032.606353
  nChanged 4
		SP:Iteration 36Q (45312.810000 sec): 3 clusters
  Score: Raw -286606.773911 + Penalty 2573.080896 = -284033.693015
  nChanged 3
		SP:Iteration 37Q (45313.000000 sec): 3 clusters
  Score: Raw -286607.888794 + Penalty 2573.080896 = -284034.807897
  nChanged 2
		SP:Iteration 38Q (45313.180000 sec): 3 clusters
  Score: Raw -286608.460484 + Penalty 2573.080896 = -284035.379587
  nChanged 6
		SP:Iteration 39Q (45313.360000 sec): 3 clusters
  Score: Raw -286610.916506 + Penalty 2573.080896 = -284037.835610
  nChanged 4
		SP:Iteration 40F (45313.530000 sec): 3 clusters
  Score: Raw -286612.544452 + Penalty 2573.080896 = -284039.463556
  nChanged 6
		SP:Iteration 41Q (45313.660000 sec): 3 clusters
  Score: Raw -286615.914209 + Penalty 2573.080896 = -284042.833313
  nChanged 4
		SP:Iteration 42Q (45313.830000 sec): 3 clusters
  Score: Raw -286617.434740 + Penalty 2573.080896 = -284044.353843
  nChanged 2
		SP:Iteration 43Q (45314.010000 sec): 3 clusters
  Score: Raw -286618.068793 + Penalty 2573.080896 = -284044.987897
  nChanged 1
		SP:Iteration 44Q (45314.200000 sec): 3 clusters
  Score: Raw -286618.372963 + Penalty 2573.080896 = -284045.292067
  nChanged 1
		SP:Iteration 45Q (45314.330000 sec): 3 clusters
  Score: Raw -286618.578264 + Penalty 2573.080896 = -284045.497368
  nChanged 3
		SP:Iteration 46Q (45314.480000 sec): 3 clusters
  Score: Raw -286620.125218 + Penalty 2573.080896 = -284047.044322
  nChanged 3
		SP:Iteration 47Q (45314.720000 sec): 3 clusters
  Score: Raw -286620.993717 + Penalty 2573.080896 = -284047.912820
  nChanged 3
		SP:Iteration 48Q (45314.860000 sec): 3 clusters
  Score: Raw -286621.651063 + Penalty 2573.080896 = -284048.570167
  nChanged 2
		SP:Iteration 49Q (45315.070000 sec): 3 clusters
  Score: Raw -286622.040092 + Penalty 2573.080896 = -284048.959196
  nChanged 1
		SP:Iteration 50Q (45315.260000 sec): 3 clusters
  Score: Raw -286622.313856 + Penalty 2573.080896 = -284049.232960
  nChanged 0
		SP:Iteration 51F (45315.420000 sec): 3 clusters
  Score: Raw -286622.313856 + Penalty 2573.080896 = -284049.232960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45315.520000 sec): 2 clusters
  Score: Raw -646445.366269 + Penalty 1419.705618 = -645025.660651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45315.740000 sec): 3 clusters
  Score: Raw -643099.063872 + Penalty 2839.411235 = -640259.652637
  nChanged 2586
		SP:Iteration 1F (45315.930000 sec): 3 clusters
  Score: Raw -644492.901680 + Penalty 2839.411235 = -641653.490444
  nChanged 436
		SP:Iteration 2F (45316.060000 sec): 3 clusters
  Score: Raw -644722.517310 + Penalty 2839.411235 = -641883.106074
  nChanged 359
		SP:Iteration 3F (45316.260000 sec): 3 clusters
  Score: Raw -644901.367797 + Penalty 2839.411235 = -642061.956561
  nChanged 296
		SP:Iteration 4Q (45316.460000 sec): 3 clusters
  Score: Raw -645061.499747 + Penalty 2839.411235 = -642222.088512
  nChanged 276
		SP:Iteration 5Q (45316.630000 sec): 3 clusters
  Score: Raw -645213.527858 + Penalty 2839.411235 = -642374.116623
  nChanged 290
		SP:Iteration 6Q (45316.810000 sec): 3 clusters
  Score: Raw -645373.916175 + Penalty 2839.411235 = -642534.504940
  nChanged 233
		SP:Iteration 7Q (45316.980000 sec): 3 clusters
  Score: Raw -645501.550255 + Penalty 2839.411235 = -642662.139020
  nChanged 206
		SP:Iteration 8Q (45317.160000 sec): 3 clusters
  Score: Raw -645605.713519 + Penalty 2839.411235 = -642766.302283
  nChanged 202
		SP:Iteration 9Q (45317.310000 sec): 3 clusters
  Score: Raw -645711.283576 + Penalty 2839.411235 = -642871.872341
  nChanged 191
		SP:Iteration 10Q (45317.520000 sec): 3 clusters
  Score: Raw -645804.365660 + Penalty 2839.411235 = -642964.954424
  nChanged 148
		SP:Iteration 11Q (45317.710000 sec): 3 clusters
  Score: Raw -645867.216281 + Penalty 2839.411235 = -643027.805046
  nChanged 126
		SP:Iteration 12Q (45317.880000 sec): 3 clusters
  Score: Raw -645917.887148 + Penalty 2839.411235 = -643078.475912
  nChanged 100
		SP:Iteration 13Q (45318.060000 sec): 3 clusters
  Score: Raw -645958.147648 + Penalty 2839.411235 = -643118.736413
  nChanged 104
		SP:Iteration 14Q (45318.240000 sec): 3 clusters
  Score: Raw -646010.621366 + Penalty 2839.411235 = -643171.210130
  nChanged 101
		SP:Iteration 15Q (45318.390000 sec): 3 clusters
  Score: Raw -646061.542975 + Penalty 2839.411235 = -643222.131739
  nChanged 91
		SP:Iteration 16Q (45318.520000 sec): 3 clusters
  Score: Raw -646103.436822 + Penalty 2839.411235 = -643264.025587
  nChanged 84
		SP:Iteration 17Q (45318.740000 sec): 3 clusters
  Score: Raw -646131.456106 + Penalty 2839.411235 = -643292.044870
  nChanged 65
		SP:Iteration 18Q (45318.930000 sec): 3 clusters
  Score: Raw -646150.252456 + Penalty 2839.411235 = -643310.841221
  nChanged 65
		SP:Iteration 19Q (45319.100000 sec): 3 clusters
  Score: Raw -646165.736010 + Penalty 2839.411235 = -643326.324775
  nChanged 40
		SP:Iteration 20F (45319.300000 sec): 3 clusters
  Score: Raw -646174.732725 + Penalty 2839.411235 = -643335.321490
  nChanged 30
		SP:Iteration 21Q (45319.460000 sec): 3 clusters
  Score: Raw -646180.842088 + Penalty 2839.411235 = -643341.430853
  nChanged 31
		SP:Iteration 22Q (45319.690000 sec): 3 clusters
  Score: Raw -646186.971522 + Penalty 2839.411235 = -643347.560287
  nChanged 15
		SP:Iteration 23Q (45319.810000 sec): 3 clusters
  Score: Raw -646189.729824 + Penalty 2839.411235 = -643350.318588
  nChanged 12
		SP:Iteration 24Q (45319.980000 sec): 3 clusters
  Score: Raw -646192.074283 + Penalty 2839.411235 = -643352.663048
  nChanged 12
		SP:Iteration 25Q (45320.180000 sec): 3 clusters
  Score: Raw -646194.302782 + Penalty 2839.411235 = -643354.891546
  nChanged 10
		SP:Iteration 26Q (45320.340000 sec): 3 clusters
  Score: Raw -646196.075766 + Penalty 2839.411235 = -643356.664531
  nChanged 10
		SP:Iteration 27Q (45320.540000 sec): 3 clusters
  Score: Raw -646197.481705 + Penalty 2839.411235 = -643358.070470
  nChanged 10
		SP:Iteration 28Q (45320.760000 sec): 3 clusters
  Score: Raw -646199.309931 + Penalty 2839.411235 = -643359.898696
  nChanged 7
		SP:Iteration 29Q (45320.910000 sec): 3 clusters
  Score: Raw -646200.332331 + Penalty 2839.411235 = -643360.921095
  nChanged 4
		SP:Iteration 30Q (45321.120000 sec): 3 clusters
  Score: Raw -646200.877047 + Penalty 2839.411235 = -643361.465812
  nChanged 3
		SP:Iteration 31Q (45321.270000 sec): 3 clusters
  Score: Raw -646201.115373 + Penalty 2839.411235 = -643361.704137
  nChanged 0
		SP:Iteration 32F (45321.440000 sec): 3 clusters
  Score: Raw -646201.115373 + Penalty 2839.411235 = -643361.704137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45321.530000 sec): 2 clusters
  Score: Raw -180915.742965 + Penalty 1210.354252 = -179705.388713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45321.730000 sec): 3 clusters
  Score: Raw -180189.780343 + Penalty 2420.708505 = -177769.071838
  nChanged 597
		SP:Iteration 1F (45321.880000 sec): 3 clusters
  Score: Raw -180572.127371 + Penalty 2420.708505 = -178151.418866
  nChanged 126
		SP:Iteration 2F (45322.020000 sec): 3 clusters
  Score: Raw -180667.697082 + Penalty 2420.708505 = -178246.988577
  nChanged 84
		SP:Iteration 3Q (45322.180000 sec): 3 clusters
  Score: Raw -180725.008678 + Penalty 2420.708505 = -178304.300173
  nChanged 55
		SP:Iteration 4Q (45322.320000 sec): 3 clusters
  Score: Raw -180756.812916 + Penalty 2420.708505 = -178336.104411
  nChanged 47
		SP:Iteration 5Q (45322.460000 sec): 3 clusters
  Score: Raw -180780.597460 + Penalty 2420.708505 = -178359.888955
  nChanged 32
		SP:Iteration 6Q (45322.610000 sec): 3 clusters
  Score: Raw -180798.119089 + Penalty 2420.708505 = -178377.410585
  nChanged 25
		SP:Iteration 7Q (45322.800000 sec): 3 clusters
  Score: Raw -180813.259306 + Penalty 2420.708505 = -178392.550802
  nChanged 19
		SP:Iteration 8Q (45322.930000 sec): 3 clusters
  Score: Raw -180823.544433 + Penalty 2420.708505 = -178402.835928
  nChanged 21
		SP:Iteration 9Q (45323.130000 sec): 3 clusters
  Score: Raw -180837.035787 + Penalty 2420.708505 = -178416.327282
  nChanged 24
		SP:Iteration 10Q (45323.280000 sec): 3 clusters
  Score: Raw -180850.952991 + Penalty 2420.708505 = -178430.244486
  nChanged 15
		SP:Iteration 11Q (45323.450000 sec): 3 clusters
  Score: Raw -180859.292899 + Penalty 2420.708505 = -178438.584395
  nChanged 13
		SP:Iteration 12Q (45323.580000 sec): 3 clusters
  Score: Raw -180868.227037 + Penalty 2420.708505 = -178447.518532
  nChanged 8
		SP:Iteration 13Q (45323.730000 sec): 3 clusters
  Score: Raw -180872.172345 + Penalty 2420.708505 = -178451.463841
  nChanged 5
		SP:Iteration 14Q (45323.930000 sec): 3 clusters
  Score: Raw -180874.230348 + Penalty 2420.708505 = -178453.521843
  nChanged 2
		SP:Iteration 15Q (45324.020000 sec): 3 clusters
  Score: Raw -180874.967371 + Penalty 2420.708505 = -178454.258866
  nChanged 1
		SP:Iteration 16Q (45324.150000 sec): 3 clusters
  Score: Raw -180875.121807 + Penalty 2420.708505 = -178454.413302
  nChanged 0
		SP:Iteration 17F (45324.270000 sec): 3 clusters
  Score: Raw -180875.121807 + Penalty 2420.708505 = -178454.413302
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45324.400000 sec): 2 clusters
  Score: Raw -620302.755289 + Penalty 1419.653417 = -618883.101872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45324.550000 sec): 3 clusters
  Score: Raw -617079.871673 + Penalty 2839.306834 = -614240.564839
  nChanged 2530
		SP:Iteration 1F (45324.740000 sec): 3 clusters
  Score: Raw -618698.198934 + Penalty 2839.306834 = -615858.892099
  nChanged 497
		SP:Iteration 2F (45324.890000 sec): 3 clusters
  Score: Raw -619056.746972 + Penalty 2839.306834 = -616217.440138
  nChanged 446
		SP:Iteration 3F (45325.060000 sec): 3 clusters
  Score: Raw -619385.983083 + Penalty 2839.306834 = -616546.676248
  nChanged 403
		SP:Iteration 4F (45325.250000 sec): 3 clusters
  Score: Raw -619686.379229 + Penalty 2839.306834 = -616847.072394
  nChanged 367
		SP:Iteration 5F (45325.440000 sec): 3 clusters
  Score: Raw -619978.643846 + Penalty 2839.306834 = -617139.337012
  nChanged 350
		SP:Iteration 6F (45325.610000 sec): 3 clusters
  Score: Raw -620250.930858 + Penalty 2839.306834 = -617411.624024
  nChanged 252
		SP:Iteration 7Q (45325.830000 sec): 3 clusters
  Score: Raw -620438.414026 + Penalty 2839.306834 = -617599.107191
  nChanged 200
		SP:Iteration 8Q (45326.030000 sec): 3 clusters
  Score: Raw -620592.875844 + Penalty 2839.306834 = -617753.569010
  nChanged 149
		SP:Iteration 9Q (45326.180000 sec): 3 clusters
  Score: Raw -620707.910450 + Penalty 2839.306834 = -617868.603615
  nChanged 115
		SP:Iteration 10Q (45326.390000 sec): 3 clusters
  Score: Raw -620780.237440 + Penalty 2839.306834 = -617940.930605
  nChanged 77
		SP:Iteration 11Q (45326.630000 sec): 3 clusters
  Score: Raw -620827.154969 + Penalty 2839.306834 = -617987.848135
  nChanged 60
		SP:Iteration 12Q (45326.780000 sec): 3 clusters
  Score: Raw -620858.243983 + Penalty 2839.306834 = -618018.937149
  nChanged 36
		SP:Iteration 13Q (45326.950000 sec): 3 clusters
  Score: Raw -620875.480697 + Penalty 2839.306834 = -618036.173863
  nChanged 33
		SP:Iteration 14Q (45327.120000 sec): 3 clusters
  Score: Raw -620888.522137 + Penalty 2839.306834 = -618049.215302
  nChanged 23
		SP:Iteration 15Q (45327.300000 sec): 3 clusters
  Score: Raw -620898.806497 + Penalty 2839.306834 = -618059.499663
  nChanged 23
		SP:Iteration 16Q (45327.460000 sec): 3 clusters
  Score: Raw -620908.517144 + Penalty 2839.306834 = -618069.210309
  nChanged 25
		SP:Iteration 17Q (45327.640000 sec): 3 clusters
  Score: Raw -620917.783495 + Penalty 2839.306834 = -618078.476661
  nChanged 23
		SP:Iteration 18Q (45327.840000 sec): 3 clusters
  Score: Raw -620928.705442 + Penalty 2839.306834 = -618089.398607
  nChanged 16
		SP:Iteration 19Q (45328.050000 sec): 3 clusters
  Score: Raw -620935.533395 + Penalty 2839.306834 = -618096.226560
  nChanged 14
		SP:Iteration 20F (45328.190000 sec): 3 clusters
  Score: Raw -620940.981987 + Penalty 2839.306834 = -618101.675152
  nChanged 15
		SP:Iteration 21Q (45328.370000 sec): 3 clusters
  Score: Raw -620946.717396 + Penalty 2839.306834 = -618107.410561
  nChanged 13
		SP:Iteration 22Q (45328.590000 sec): 3 clusters
  Score: Raw -620949.977533 + Penalty 2839.306834 = -618110.670698
  nChanged 5
		SP:Iteration 23Q (45328.770000 sec): 3 clusters
  Score: Raw -620951.827049 + Penalty 2839.306834 = -618112.520215
  nChanged 4
		SP:Iteration 24Q (45328.960000 sec): 3 clusters
  Score: Raw -620953.247082 + Penalty 2839.306834 = -618113.940248
  nChanged 6
		SP:Iteration 25Q (45329.140000 sec): 3 clusters
  Score: Raw -620955.418564 + Penalty 2839.306834 = -618116.111730
  nChanged 6
		SP:Iteration 26Q (45329.330000 sec): 3 clusters
  Score: Raw -620958.355420 + Penalty 2839.306834 = -618119.048586
  nChanged 6
		SP:Iteration 27Q (45329.570000 sec): 3 clusters
  Score: Raw -620960.839300 + Penalty 2839.306834 = -618121.532466
  nChanged 2
		SP:Iteration 28Q (45329.750000 sec): 3 clusters
  Score: Raw -620962.056921 + Penalty 2839.306834 = -618122.750086
  nChanged 5
		SP:Iteration 29Q (45329.950000 sec): 3 clusters
  Score: Raw -620964.408833 + Penalty 2839.306834 = -618125.101999
  nChanged 5
		SP:Iteration 30Q (45330.150000 sec): 3 clusters
  Score: Raw -620965.888860 + Penalty 2839.306834 = -618126.582026
  nChanged 2
		SP:Iteration 31Q (45330.340000 sec): 3 clusters
  Score: Raw -620966.673777 + Penalty 2839.306834 = -618127.366943
  nChanged 3
		SP:Iteration 32Q (45330.500000 sec): 3 clusters
  Score: Raw -620968.689462 + Penalty 2839.306834 = -618129.382628
  nChanged 3
		SP:Iteration 33Q (45330.670000 sec): 3 clusters
  Score: Raw -620970.528504 + Penalty 2839.306834 = -618131.221670
  nChanged 2
		SP:Iteration 34Q (45330.830000 sec): 3 clusters
  Score: Raw -620971.084589 + Penalty 2839.306834 = -618131.777755
  nChanged 2
		SP:Iteration 35Q (45331.050000 sec): 3 clusters
  Score: Raw -620971.584631 + Penalty 2839.306834 = -618132.277796
  nChanged 0
		SP:Iteration 36F (45331.180000 sec): 3 clusters
  Score: Raw -620971.584631 + Penalty 2839.306834 = -618132.277796
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45331.410000 sec): 2 clusters
  Score: Raw -2307116.710481 + Penalty 1630.030489 = -2305486.679992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45331.680000 sec): 3 clusters
  Score: Raw -2293219.635972 + Penalty 3260.060979 = -2289959.574993
  nChanged 10466
		SP:Iteration 1F (45331.960000 sec): 3 clusters
  Score: Raw -2298813.520397 + Penalty 3260.060979 = -2295553.459418
  nChanged 1193
		SP:Iteration 2F (45332.250000 sec): 3 clusters
  Score: Raw -2299223.104900 + Penalty 3260.060979 = -2295963.043921
  nChanged 1093
		SP:Iteration 3Q (45332.590000 sec): 3 clusters
  Score: Raw -2299621.879664 + Penalty 3260.060979 = -2296361.818686
  nChanged 1008
		SP:Iteration 4Q (45332.860000 sec): 3 clusters
  Score: Raw -2299984.510135 + Penalty 3260.060979 = -2296724.449156
  nChanged 960
		SP:Iteration 5Q (45333.190000 sec): 3 clusters
  Score: Raw -2300335.045337 + Penalty 3260.060979 = -2297074.984359
  nChanged 986
		SP:Iteration 6Q (45333.540000 sec): 3 clusters
  Score: Raw -2300742.638029 + Penalty 3260.060979 = -2297482.577050
  nChanged 931
		SP:Iteration 7Q (45333.830000 sec): 3 clusters
  Score: Raw -2301177.358874 + Penalty 3260.060979 = -2297917.297895
  nChanged 1021
		SP:Iteration 8Q (45334.110000 sec): 3 clusters
  Score: Raw -2301736.735091 + Penalty 3260.060979 = -2298476.674112
  nChanged 1027
		SP:Iteration 9Q (45334.400000 sec): 3 clusters
  Score: Raw -2302366.273371 + Penalty 3260.060979 = -2299106.212392
  nChanged 1081
		SP:Iteration 10Q (45334.700000 sec): 3 clusters
  Score: Raw -2302980.562106 + Penalty 3260.060979 = -2299720.501128
  nChanged 886
		SP:Iteration 11Q (45334.980000 sec): 3 clusters
  Score: Raw -2303343.845651 + Penalty 3260.060979 = -2300083.784672
  nChanged 595
		SP:Iteration 12Q (45335.240000 sec): 3 clusters
  Score: Raw -2303520.912950 + Penalty 3260.060979 = -2300260.851971
  nChanged 407
		SP:Iteration 13Q (45335.580000 sec): 3 clusters
  Score: Raw -2303613.263014 + Penalty 3260.060979 = -2300353.202036
  nChanged 264
		SP:Iteration 14Q (45335.900000 sec): 3 clusters
  Score: Raw -2303660.958928 + Penalty 3260.060979 = -2300400.897949
  nChanged 192
		SP:Iteration 15Q (45336.140000 sec): 3 clusters
  Score: Raw -2303688.275916 + Penalty 3260.060979 = -2300428.214938
  nChanged 147
		SP:Iteration 16Q (45336.430000 sec): 3 clusters
  Score: Raw -2303709.227673 + Penalty 3260.060979 = -2300449.166694
  nChanged 135
		SP:Iteration 17Q (45336.780000 sec): 3 clusters
  Score: Raw -2303726.521164 + Penalty 3260.060979 = -2300466.460185
  nChanged 130
		SP:Iteration 18Q (45337.040000 sec): 3 clusters
  Score: Raw -2303745.052252 + Penalty 3260.060979 = -2300484.991273
  nChanged 140
		SP:Iteration 19Q (45337.340000 sec): 3 clusters
  Score: Raw -2303767.767443 + Penalty 3260.060979 = -2300507.706464
  nChanged 145
		SP:Iteration 20F (45337.630000 sec): 3 clusters
  Score: Raw -2303794.883472 + Penalty 3260.060979 = -2300534.822493
  nChanged 162
		SP:Iteration 21Q (45337.960000 sec): 3 clusters
  Score: Raw -2303825.315857 + Penalty 3260.060979 = -2300565.254878
  nChanged 191
		SP:Iteration 22Q (45338.250000 sec): 3 clusters
  Score: Raw -2303864.313296 + Penalty 3260.060979 = -2300604.252317
  nChanged 189
		SP:Iteration 23Q (45338.580000 sec): 3 clusters
  Score: Raw -2303900.408821 + Penalty 3260.060979 = -2300640.347843
  nChanged 182
		SP:Iteration 24Q (45338.900000 sec): 3 clusters
  Score: Raw -2303937.842696 + Penalty 3260.060979 = -2300677.781717
  nChanged 188
		SP:Iteration 25Q (45339.180000 sec): 3 clusters
  Score: Raw -2303975.446744 + Penalty 3260.060979 = -2300715.385765
  nChanged 208
		SP:Iteration 26Q (45339.460000 sec): 3 clusters
  Score: Raw -2304020.247442 + Penalty 3260.060979 = -2300760.186463
  nChanged 221
		SP:Iteration 27Q (45339.760000 sec): 3 clusters
  Score: Raw -2304069.684918 + Penalty 3260.060979 = -2300809.623939
  nChanged 232
		SP:Iteration 28Q (45340.050000 sec): 3 clusters
  Score: Raw -2304121.741324 + Penalty 3260.060979 = -2300861.680346
  nChanged 228
		SP:Iteration 29Q (45340.390000 sec): 3 clusters
  Score: Raw -2304173.792663 + Penalty 3260.060979 = -2300913.731684
  nChanged 238
		SP:Iteration 30Q (45340.710000 sec): 3 clusters
  Score: Raw -2304227.874852 + Penalty 3260.060979 = -2300967.813873
  nChanged 257
		SP:Iteration 31Q (45341.020000 sec): 3 clusters
  Score: Raw -2304296.016430 + Penalty 3260.060979 = -2301035.955451
  nChanged 284
		SP:Iteration 32Q (45341.320000 sec): 3 clusters
  Score: Raw -2304375.833656 + Penalty 3260.060979 = -2301115.772677
  nChanged 278
		SP:Iteration 33Q (45341.620000 sec): 3 clusters
  Score: Raw -2304453.436821 + Penalty 3260.060979 = -2301193.375842
  nChanged 300
		SP:Iteration 34Q (45341.920000 sec): 3 clusters
  Score: Raw -2304537.180992 + Penalty 3260.060979 = -2301277.120014
  nChanged 303
		SP:Iteration 35Q (45342.200000 sec): 3 clusters
  Score: Raw -2304626.815967 + Penalty 3260.060979 = -2301366.754989
  nChanged 295
		SP:Iteration 36Q (45342.500000 sec): 3 clusters
  Score: Raw -2304715.164057 + Penalty 3260.060979 = -2301455.103078
  nChanged 286
		SP:Iteration 37Q (45342.800000 sec): 3 clusters
  Score: Raw -2304805.068335 + Penalty 3260.060979 = -2301545.007357
  nChanged 276
		SP:Iteration 38Q (45343.040000 sec): 3 clusters
  Score: Raw -2304890.738253 + Penalty 3260.060979 = -2301630.677274
  nChanged 285
		SP:Iteration 39Q (45343.380000 sec): 3 clusters
  Score: Raw -2304990.248117 + Penalty 3260.060979 = -2301730.187138
  nChanged 304
		SP:Iteration 40F (45343.630000 sec): 3 clusters
  Score: Raw -2305098.719069 + Penalty 3260.060979 = -2301838.658091
  nChanged 307
		SP:Iteration 41Q (45343.920000 sec): 3 clusters
  Score: Raw -2305207.127778 + Penalty 3260.060979 = -2301947.066799
  nChanged 297
		SP:Iteration 42Q (45344.140000 sec): 3 clusters
  Score: Raw -2305312.885752 + Penalty 3260.060979 = -2302052.824773
  nChanged 306
		SP:Iteration 43Q (45344.430000 sec): 3 clusters
  Score: Raw -2305426.801144 + Penalty 3260.060979 = -2302166.740166
  nChanged 324
		SP:Iteration 44Q (45344.700000 sec): 3 clusters
  Score: Raw -2305561.649294 + Penalty 3260.060979 = -2302301.588315
  nChanged 329
		SP:Iteration 45Q (45344.940000 sec): 3 clusters
  Score: Raw -2305723.751132 + Penalty 3260.060979 = -2302463.690154
  nChanged 359
		SP:Iteration 46Q (45345.240000 sec): 3 clusters
  Score: Raw -2305915.529763 + Penalty 3260.060979 = -2302655.468785
  nChanged 349
		SP:Iteration 47Q (45345.510000 sec): 3 clusters
  Score: Raw -2306105.313929 + Penalty 3260.060979 = -2302845.252950
  nChanged 315
		SP:Iteration 48Q (45345.770000 sec): 3 clusters
  Score: Raw -2306277.062865 + Penalty 3260.060979 = -2303017.001886
  nChanged 281
		SP:Iteration 49Q (45346.090000 sec): 3 clusters
  Score: Raw -2306441.709709 + Penalty 3260.060979 = -2303181.648731
  nChanged 259
		SP:Iteration 50Q (45346.340000 sec): 3 clusters
  Score: Raw -2306606.250249 + Penalty 3260.060979 = -2303346.189271
  nChanged 224
		SP:Iteration 51Q (45346.640000 sec): 3 clusters
  Score: Raw -2306768.611645 + Penalty 3260.060979 = -2303508.550666
  nChanged 199
		SP:Iteration 52Q (45346.900000 sec): 3 clusters
  Score: Raw -2306915.316507 + Penalty 3260.060979 = -2303655.255528
  nChanged 157
		SP:Iteration 53Q (45347.130000 sec): 3 clusters
  Score: Raw -2307028.781137 + Penalty 3260.060979 = -2303768.720158
  nChanged 134
		SP:Iteration 54Q (45347.470000 sec): 3 clusters
  Score: Raw -2307126.434199 + Penalty 3260.060979 = -2303866.373220
  nChanged 86
		SP:Iteration 55Q (45347.790000 sec): 3 clusters
  Score: Raw -2307184.082395 + Penalty 3260.060979 = -2303924.021416
  nChanged 71
		SP:Iteration 56Q (45348.040000 sec): 3 clusters
  Score: Raw -2307238.683610 + Penalty 3260.060979 = -2303978.622632
  nChanged 56
		SP:Iteration 57Q (45348.310000 sec): 3 clusters
  Score: Raw -2307276.219610 + Penalty 3260.060979 = -2304016.158631
  nChanged 42
		SP:Iteration 58Q (45348.560000 sec): 3 clusters
  Score: Raw -2307302.533393 + Penalty 3260.060979 = -2304042.472414
  nChanged 37
		SP:Iteration 59Q (45348.830000 sec): 3 clusters
  Score: Raw -2307322.541047 + Penalty 3260.060979 = -2304062.480068
  nChanged 27
		SP:Iteration 60F (45349.090000 sec): 3 clusters
  Score: Raw -2307337.066859 + Penalty 3260.060979 = -2304077.005880
  nChanged 8
		SP:Iteration 61Q (45349.380000 sec): 3 clusters
  Score: Raw -2307341.685772 + Penalty 3260.060979 = -2304081.624793
  nChanged 9
		SP:Iteration 62Q (45349.690000 sec): 3 clusters
  Score: Raw -2307347.638821 + Penalty 3260.060979 = -2304087.577842
  nChanged 11
		SP:Iteration 63Q (45349.940000 sec): 3 clusters
  Score: Raw -2307352.419197 + Penalty 3260.060979 = -2304092.358218
  nChanged 7
		SP:Iteration 64Q (45350.290000 sec): 3 clusters
  Score: Raw -2307355.348348 + Penalty 3260.060979 = -2304095.287369
  nChanged 7
		SP:Iteration 65Q (45350.590000 sec): 3 clusters
  Score: Raw -2307358.883741 + Penalty 3260.060979 = -2304098.822762
  nChanged 7
		SP:Iteration 66Q (45350.790000 sec): 3 clusters
  Score: Raw -2307363.153195 + Penalty 3260.060979 = -2304103.092217
  nChanged 6
		SP:Iteration 67Q (45351.020000 sec): 3 clusters
  Score: Raw -2307365.705518 + Penalty 3260.060979 = -2304105.644539
  nChanged 6
		SP:Iteration 68Q (45351.260000 sec): 3 clusters
  Score: Raw -2307368.886420 + Penalty 3260.060979 = -2304108.825441
  nChanged 2
		SP:Iteration 69Q (45351.480000 sec): 3 clusters
  Score: Raw -2307369.906891 + Penalty 3260.060979 = -2304109.845913
  nChanged 1
		SP:Iteration 70Q (45351.760000 sec): 3 clusters
  Score: Raw -2307370.040948 + Penalty 3260.060979 = -2304109.979969
  nChanged 0
		SP:Iteration 71F (45352.100000 sec): 3 clusters
  Score: Raw -2307370.040948 + Penalty 3260.060979 = -2304109.979969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45352.200000 sec): 2 clusters
  Score: Raw -352388.847071 + Penalty 1339.405137 = -351049.441934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45352.360000 sec): 3 clusters
  Score: Raw -350481.892224 + Penalty 2678.810275 = -347803.081949
  nChanged 1564
		SP:Iteration 1F (45352.520000 sec): 3 clusters
  Score: Raw -351542.939573 + Penalty 2678.810275 = -348864.129298
  nChanged 382
		SP:Iteration 2F (45352.710000 sec): 3 clusters
  Score: Raw -351927.591466 + Penalty 2678.810275 = -349248.781192
  nChanged 304
		SP:Iteration 3F (45352.880000 sec): 3 clusters
  Score: Raw -352241.259548 + Penalty 2678.810275 = -349562.449273
  nChanged 246
		SP:Iteration 4F (45353.030000 sec): 3 clusters
  Score: Raw -352492.979923 + Penalty 2678.810275 = -349814.169649
  nChanged 215
		SP:Iteration 5F (45353.230000 sec): 3 clusters
  Score: Raw -352686.823182 + Penalty 2678.810275 = -350008.012907
  nChanged 162
		SP:Iteration 6Q (45353.360000 sec): 3 clusters
  Score: Raw -352839.932831 + Penalty 2678.810275 = -350161.122556
  nChanged 157
		SP:Iteration 7Q (45353.540000 sec): 3 clusters
  Score: Raw -352992.412149 + Penalty 2678.810275 = -350313.601874
  nChanged 145
		SP:Iteration 8Q (45353.720000 sec): 3 clusters
  Score: Raw -353118.308286 + Penalty 2678.810275 = -350439.498012
  nChanged 131
		SP:Iteration 9Q (45353.870000 sec): 3 clusters
  Score: Raw -353223.752002 + Penalty 2678.810275 = -350544.941727
  nChanged 101
		SP:Iteration 10Q (45354.050000 sec): 3 clusters
  Score: Raw -353298.148987 + Penalty 2678.810275 = -350619.338712
  nChanged 74
		SP:Iteration 11Q (45354.190000 sec): 3 clusters
  Score: Raw -353344.954410 + Penalty 2678.810275 = -350666.144136
  nChanged 68
		SP:Iteration 12Q (45354.350000 sec): 3 clusters
  Score: Raw -353388.832933 + Penalty 2678.810275 = -350710.022659
  nChanged 52
		SP:Iteration 13Q (45354.490000 sec): 3 clusters
  Score: Raw -353413.108475 + Penalty 2678.810275 = -350734.298200
  nChanged 33
		SP:Iteration 14Q (45354.690000 sec): 3 clusters
  Score: Raw -353431.358343 + Penalty 2678.810275 = -350752.548068
  nChanged 27
		SP:Iteration 15Q (45354.830000 sec): 3 clusters
  Score: Raw -353445.599350 + Penalty 2678.810275 = -350766.789075
  nChanged 27
		SP:Iteration 16Q (45354.980000 sec): 3 clusters
  Score: Raw -353458.491609 + Penalty 2678.810275 = -350779.681334
  nChanged 25
		SP:Iteration 17Q (45355.190000 sec): 3 clusters
  Score: Raw -353469.155691 + Penalty 2678.810275 = -350790.345416
  nChanged 23
		SP:Iteration 18Q (45355.340000 sec): 3 clusters
  Score: Raw -353476.611577 + Penalty 2678.810275 = -350797.801302
  nChanged 8
		SP:Iteration 19Q (45355.510000 sec): 3 clusters
  Score: Raw -353480.145261 + Penalty 2678.810275 = -350801.334986
  nChanged 10
		SP:Iteration 20F (45355.670000 sec): 3 clusters
  Score: Raw -353482.798622 + Penalty 2678.810275 = -350803.988347
  nChanged 6
		SP:Iteration 21Q (45355.800000 sec): 3 clusters
  Score: Raw -353484.191928 + Penalty 2678.810275 = -350805.381654
  nChanged 4
		SP:Iteration 22Q (45355.900000 sec): 3 clusters
  Score: Raw -353485.155903 + Penalty 2678.810275 = -350806.345628
  nChanged 1
		SP:Iteration 23Q (45356.000000 sec): 3 clusters
  Score: Raw -353485.243628 + Penalty 2678.810275 = -350806.433353
  nChanged 1
		SP:Iteration 24Q (45356.110000 sec): 3 clusters
  Score: Raw -353485.308215 + Penalty 2678.810275 = -350806.497940
  nChanged 0
		SP:Iteration 25F (45356.220000 sec): 3 clusters
  Score: Raw -353485.308215 + Penalty 2678.810275 = -350806.497940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45356.330000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45356.520000 sec): 3 clusters
  Score: Raw -13981.990331 + Penalty 1598.993801 = -12382.996530
  nChanged 8
		SP:Iteration 1F (45356.650000 sec): 3 clusters
  Score: Raw -14010.722976 + Penalty 1598.993801 = -12411.729175
  nChanged 4
		SP:Iteration 2Q (45356.780000 sec): 3 clusters
  Score: Raw -14020.712614 + Penalty 1598.993801 = -12421.718813
  nChanged 0
		SP:Iteration 3F (45356.970000 sec): 3 clusters
  Score: Raw -14020.712614 + Penalty 1598.993801 = -12421.718813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45357.070000 sec): 2 clusters
  Score: Raw -468358.599258 + Penalty 1369.999063 = -466988.600195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45357.280000 sec): 3 clusters
  Score: Raw -465974.624270 + Penalty 2739.998126 = -463234.626145
  nChanged 1851
		SP:Iteration 1F (45357.440000 sec): 3 clusters
  Score: Raw -467022.206081 + Penalty 2739.998126 = -464282.207956
  nChanged 326
		SP:Iteration 2F (45357.590000 sec): 3 clusters
  Score: Raw -467239.463605 + Penalty 2739.998126 = -464499.465480
  nChanged 270
		SP:Iteration 3F (45357.780000 sec): 3 clusters
  Score: Raw -467394.537848 + Penalty 2739.998126 = -464654.539722
  nChanged 235
		SP:Iteration 4F (45357.960000 sec): 3 clusters
  Score: Raw -467534.395390 + Penalty 2739.998126 = -464794.397264
  nChanged 213
		SP:Iteration 5Q (45358.150000 sec): 3 clusters
  Score: Raw -467657.218609 + Penalty 2739.998126 = -464917.220483
  nChanged 178
		SP:Iteration 6Q (45358.350000 sec): 3 clusters
  Score: Raw -467756.280481 + Penalty 2739.998126 = -465016.282355
  nChanged 155
		SP:Iteration 7Q (45358.540000 sec): 3 clusters
  Score: Raw -467839.910529 + Penalty 2739.998126 = -465099.912404
  nChanged 142
		SP:Iteration 8Q (45358.710000 sec): 3 clusters
  Score: Raw -467923.234977 + Penalty 2739.998126 = -465183.236851
  nChanged 128
		SP:Iteration 9Q (45358.890000 sec): 3 clusters
  Score: Raw -467991.567324 + Penalty 2739.998126 = -465251.569198
  nChanged 103
		SP:Iteration 10Q (45359.080000 sec): 3 clusters
  Score: Raw -468045.717780 + Penalty 2739.998126 = -465305.719654
  nChanged 93
		SP:Iteration 11Q (45359.270000 sec): 3 clusters
  Score: Raw -468098.894829 + Penalty 2739.998126 = -465358.896703
  nChanged 93
		SP:Iteration 12Q (45359.440000 sec): 3 clusters
  Score: Raw -468151.418803 + Penalty 2739.998126 = -465411.420677
  nChanged 80
		SP:Iteration 13Q (45359.620000 sec): 3 clusters
  Score: Raw -468197.121500 + Penalty 2739.998126 = -465457.123374
  nChanged 71
		SP:Iteration 14Q (45359.790000 sec): 3 clusters
  Score: Raw -468245.357183 + Penalty 2739.998126 = -465505.359058
  nChanged 70
		SP:Iteration 15Q (45359.950000 sec): 3 clusters
  Score: Raw -468295.608703 + Penalty 2739.998126 = -465555.610578
  nChanged 63
		SP:Iteration 16Q (45360.120000 sec): 3 clusters
  Score: Raw -468337.193166 + Penalty 2739.998126 = -465597.195040
  nChanged 53
		SP:Iteration 17Q (45360.280000 sec): 3 clusters
  Score: Raw -468364.759679 + Penalty 2739.998126 = -465624.761553
  nChanged 46
		SP:Iteration 18Q (45360.470000 sec): 3 clusters
  Score: Raw -468390.578431 + Penalty 2739.998126 = -465650.580305
  nChanged 45
		SP:Iteration 19Q (45360.630000 sec): 3 clusters
  Score: Raw -468415.193349 + Penalty 2739.998126 = -465675.195223
  nChanged 42
		SP:Iteration 20F (45360.820000 sec): 3 clusters
  Score: Raw -468446.933262 + Penalty 2739.998126 = -465706.935136
  nChanged 37
		SP:Iteration 21Q (45360.980000 sec): 3 clusters
  Score: Raw -468468.046406 + Penalty 2739.998126 = -465728.048280
  nChanged 27
		SP:Iteration 22Q (45361.110000 sec): 3 clusters
  Score: Raw -468486.200709 + Penalty 2739.998126 = -465746.202584
  nChanged 28
		SP:Iteration 23Q (45361.280000 sec): 3 clusters
  Score: Raw -468496.969745 + Penalty 2739.998126 = -465756.971619
  nChanged 15
		SP:Iteration 24Q (45361.530000 sec): 3 clusters
  Score: Raw -468507.368485 + Penalty 2739.998126 = -465767.370359
  nChanged 21
		SP:Iteration 25Q (45361.690000 sec): 3 clusters
  Score: Raw -468517.411664 + Penalty 2739.998126 = -465777.413538
  nChanged 18
		SP:Iteration 26Q (45361.840000 sec): 3 clusters
  Score: Raw -468528.408226 + Penalty 2739.998126 = -465788.410101
  nChanged 18
		SP:Iteration 27Q (45362.040000 sec): 3 clusters
  Score: Raw -468536.478314 + Penalty 2739.998126 = -465796.480188
  nChanged 14
		SP:Iteration 28Q (45362.190000 sec): 3 clusters
  Score: Raw -468541.093545 + Penalty 2739.998126 = -465801.095420
  nChanged 9
		SP:Iteration 29Q (45362.340000 sec): 3 clusters
  Score: Raw -468545.381232 + Penalty 2739.998126 = -465805.383107
  nChanged 3
		SP:Iteration 30Q (45362.510000 sec): 3 clusters
  Score: Raw -468548.397077 + Penalty 2739.998126 = -465808.398951
  nChanged 7
		SP:Iteration 31Q (45362.710000 sec): 3 clusters
  Score: Raw -468551.075017 + Penalty 2739.998126 = -465811.076891
  nChanged 2
		SP:Iteration 32Q (45362.880000 sec): 3 clusters
  Score: Raw -468551.981205 + Penalty 2739.998126 = -465811.983080
  nChanged 2
		SP:Iteration 33Q (45363.020000 sec): 3 clusters
  Score: Raw -468552.949637 + Penalty 2739.998126 = -465812.951512
  nChanged 2
		SP:Iteration 34Q (45363.250000 sec): 3 clusters
  Score: Raw -468554.123615 + Penalty 2739.998126 = -465814.125490
  nChanged 0
		SP:Iteration 35F (45363.410000 sec): 3 clusters
  Score: Raw -468554.123615 + Penalty 2739.998126 = -465814.125490
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45363.540000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45363.720000 sec): 3 clusters
  Score: Raw -481897.062016 + Penalty 2725.876488 = -479171.185528
  nChanged 1739
		SP:Iteration 1F (45363.870000 sec): 3 clusters
  Score: Raw -482841.145575 + Penalty 2725.876488 = -480115.269087
  nChanged 334
		SP:Iteration 2F (45364.040000 sec): 3 clusters
  Score: Raw -483029.977348 + Penalty 2725.876488 = -480304.100860
  nChanged 229
		SP:Iteration 3F (45364.190000 sec): 3 clusters
  Score: Raw -483135.673810 + Penalty 2725.876488 = -480409.797322
  nChanged 169
		SP:Iteration 4Q (45364.380000 sec): 3 clusters
  Score: Raw -483222.708592 + Penalty 2725.876488 = -480496.832104
  nChanged 143
		SP:Iteration 5Q (45364.540000 sec): 3 clusters
  Score: Raw -483296.617079 + Penalty 2725.876488 = -480570.740591
  nChanged 136
		SP:Iteration 6Q (45364.720000 sec): 3 clusters
  Score: Raw -483357.925550 + Penalty 2725.876488 = -480632.049062
  nChanged 119
		SP:Iteration 7Q (45364.900000 sec): 3 clusters
  Score: Raw -483410.759594 + Penalty 2725.876488 = -480684.883106
  nChanged 101
		SP:Iteration 8Q (45365.050000 sec): 3 clusters
  Score: Raw -483458.003133 + Penalty 2725.876488 = -480732.126645
  nChanged 118
		SP:Iteration 9Q (45365.240000 sec): 3 clusters
  Score: Raw -483518.901194 + Penalty 2725.876488 = -480793.024706
  nChanged 119
		SP:Iteration 10Q (45365.440000 sec): 3 clusters
  Score: Raw -483578.562320 + Penalty 2725.876488 = -480852.685832
  nChanged 121
		SP:Iteration 11Q (45365.600000 sec): 3 clusters
  Score: Raw -483638.784465 + Penalty 2725.876488 = -480912.907977
  nChanged 111
		SP:Iteration 12Q (45365.790000 sec): 3 clusters
  Score: Raw -483701.225301 + Penalty 2725.876488 = -480975.348813
  nChanged 122
		SP:Iteration 13Q (45365.980000 sec): 3 clusters
  Score: Raw -483767.538120 + Penalty 2725.876488 = -481041.661632
  nChanged 107
		SP:Iteration 14Q (45366.130000 sec): 3 clusters
  Score: Raw -483830.858895 + Penalty 2725.876488 = -481104.982407
  nChanged 109
		SP:Iteration 15Q (45366.300000 sec): 3 clusters
  Score: Raw -483898.060891 + Penalty 2725.876488 = -481172.184403
  nChanged 93
		SP:Iteration 16Q (45366.420000 sec): 3 clusters
  Score: Raw -483951.804313 + Penalty 2725.876488 = -481225.927825
  nChanged 73
		SP:Iteration 17Q (45366.560000 sec): 3 clusters
  Score: Raw -484001.103569 + Penalty 2725.876488 = -481275.227081
  nChanged 66
		SP:Iteration 18Q (45366.720000 sec): 3 clusters
  Score: Raw -484047.090478 + Penalty 2725.876488 = -481321.213990
  nChanged 57
		SP:Iteration 19Q (45366.850000 sec): 3 clusters
  Score: Raw -484087.045245 + Penalty 2725.876488 = -481361.168757
  nChanged 50
		SP:Iteration 20F (45367.000000 sec): 3 clusters
  Score: Raw -484122.348700 + Penalty 2725.876488 = -481396.472212
  nChanged 41
		SP:Iteration 21Q (45367.220000 sec): 3 clusters
  Score: Raw -484152.070714 + Penalty 2725.876488 = -481426.194226
  nChanged 44
		SP:Iteration 22Q (45367.370000 sec): 3 clusters
  Score: Raw -484181.655255 + Penalty 2725.876488 = -481455.778767
  nChanged 30
		SP:Iteration 23Q (45367.510000 sec): 3 clusters
  Score: Raw -484201.846883 + Penalty 2725.876488 = -481475.970395
  nChanged 25
		SP:Iteration 24Q (45367.700000 sec): 3 clusters
  Score: Raw -484217.984404 + Penalty 2725.876488 = -481492.107916
  nChanged 17
		SP:Iteration 25Q (45367.850000 sec): 3 clusters
  Score: Raw -484232.235073 + Penalty 2725.876488 = -481506.358585
  nChanged 14
		SP:Iteration 26Q (45368.020000 sec): 3 clusters
  Score: Raw -484240.883219 + Penalty 2725.876488 = -481515.006731
  nChanged 11
		SP:Iteration 27Q (45368.210000 sec): 3 clusters
  Score: Raw -484248.525764 + Penalty 2725.876488 = -481522.649276
  nChanged 8
		SP:Iteration 28Q (45368.320000 sec): 3 clusters
  Score: Raw -484252.367496 + Penalty 2725.876488 = -481526.491009
  nChanged 10
		SP:Iteration 29Q (45368.480000 sec): 3 clusters
  Score: Raw -484259.185115 + Penalty 2725.876488 = -481533.308627
  nChanged 9
		SP:Iteration 30Q (45368.660000 sec): 3 clusters
  Score: Raw -484265.185946 + Penalty 2725.876488 = -481539.309458
  nChanged 7
		SP:Iteration 31Q (45368.800000 sec): 3 clusters
  Score: Raw -484271.143663 + Penalty 2725.876488 = -481545.267175
  nChanged 8
		SP:Iteration 32Q (45368.920000 sec): 3 clusters
  Score: Raw -484275.910354 + Penalty 2725.876488 = -481550.033866
  nChanged 4
		SP:Iteration 33Q (45369.040000 sec): 3 clusters
  Score: Raw -484277.679131 + Penalty 2725.876488 = -481551.802643
  nChanged 4
		SP:Iteration 34Q (45369.170000 sec): 3 clusters
  Score: Raw -484282.135648 + Penalty 2725.876488 = -481556.259160
  nChanged 6
		SP:Iteration 35Q (45369.320000 sec): 3 clusters
  Score: Raw -484286.171638 + Penalty 2725.876488 = -481560.295150
  nChanged 0
		SP:Iteration 36F (45369.460000 sec): 3 clusters
  Score: Raw -484286.171638 + Penalty 2725.876488 = -481560.295150
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45369.570000 sec): 2 clusters
  Score: Raw -856933.137791 + Penalty 1465.852634 = -855467.285156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45369.760000 sec): 3 clusters
  Score: Raw -852398.920056 + Penalty 2931.705269 = -849467.214787
  nChanged 3527
		SP:Iteration 1F (45369.940000 sec): 3 clusters
  Score: Raw -854294.395644 + Penalty 2931.705269 = -851362.690375
  nChanged 543
		SP:Iteration 2F (45370.140000 sec): 3 clusters
  Score: Raw -854591.614617 + Penalty 2931.705269 = -851659.909348
  nChanged 471
		SP:Iteration 3F (45370.260000 sec): 3 clusters
  Score: Raw -854881.622288 + Penalty 2931.705269 = -851949.917019
  nChanged 458
		SP:Iteration 4F (45370.470000 sec): 3 clusters
  Score: Raw -855189.776847 + Penalty 2931.705269 = -852258.071578
  nChanged 452
		SP:Iteration 5F (45370.650000 sec): 3 clusters
  Score: Raw -855487.751373 + Penalty 2931.705269 = -852556.046104
  nChanged 425
		SP:Iteration 6F (45370.890000 sec): 3 clusters
  Score: Raw -855833.891616 + Penalty 2931.705269 = -852902.186347
  nChanged 440
		SP:Iteration 7F (45370.980000 sec): 3 clusters
  Score: Raw -856204.399455 + Penalty 2931.705269 = -853272.694186
  nChanged 421
		SP:Iteration 8F (45371.140000 sec): 3 clusters
  Score: Raw -856549.282759 + Penalty 2931.705269 = -853617.577490
  nChanged 348
		SP:Iteration 9Q (45371.350000 sec): 3 clusters
  Score: Raw -856810.473222 + Penalty 2931.705269 = -853878.767953
  nChanged 311
		SP:Iteration 10Q (45371.480000 sec): 3 clusters
  Score: Raw -857008.438179 + Penalty 2931.705269 = -854076.732910
  nChanged 223
		SP:Iteration 11Q (45371.680000 sec): 3 clusters
  Score: Raw -857162.543627 + Penalty 2931.705269 = -854230.838358
  nChanged 214
		SP:Iteration 12Q (45371.870000 sec): 3 clusters
  Score: Raw -857297.623138 + Penalty 2931.705269 = -854365.917870
  nChanged 154
		SP:Iteration 13Q (45372.050000 sec): 3 clusters
  Score: Raw -857388.444596 + Penalty 2931.705269 = -854456.739327
  nChanged 121
		SP:Iteration 14Q (45372.200000 sec): 3 clusters
  Score: Raw -857452.035992 + Penalty 2931.705269 = -854520.330723
  nChanged 101
		SP:Iteration 15Q (45372.430000 sec): 3 clusters
  Score: Raw -857505.924910 + Penalty 2931.705269 = -854574.219641
  nChanged 99
		SP:Iteration 16Q (45372.620000 sec): 3 clusters
  Score: Raw -857552.604646 + Penalty 2931.705269 = -854620.899377
  nChanged 82
		SP:Iteration 17Q (45372.780000 sec): 3 clusters
  Score: Raw -857587.180732 + Penalty 2931.705269 = -854655.475463
  nChanged 68
		SP:Iteration 18Q (45372.980000 sec): 3 clusters
  Score: Raw -857611.434826 + Penalty 2931.705269 = -854679.729557
  nChanged 46
		SP:Iteration 19Q (45373.200000 sec): 3 clusters
  Score: Raw -857627.052418 + Penalty 2931.705269 = -854695.347149
  nChanged 45
		SP:Iteration 20F (45373.400000 sec): 3 clusters
  Score: Raw -857639.739031 + Penalty 2931.705269 = -854708.033762
  nChanged 33
		SP:Iteration 21Q (45373.580000 sec): 3 clusters
  Score: Raw -857650.634846 + Penalty 2931.705269 = -854718.929577
  nChanged 37
		SP:Iteration 22Q (45373.770000 sec): 3 clusters
  Score: Raw -857659.155332 + Penalty 2931.705269 = -854727.450063
  nChanged 24
		SP:Iteration 23Q (45373.960000 sec): 3 clusters
  Score: Raw -857663.379959 + Penalty 2931.705269 = -854731.674690
  nChanged 12
		SP:Iteration 24Q (45374.120000 sec): 3 clusters
  Score: Raw -857665.154270 + Penalty 2931.705269 = -854733.449001
  nChanged 10
		SP:Iteration 25Q (45374.310000 sec): 3 clusters
  Score: Raw -857666.672466 + Penalty 2931.705269 = -854734.967197
  nChanged 6
		SP:Iteration 26Q (45374.530000 sec): 3 clusters
  Score: Raw -857667.540807 + Penalty 2931.705269 = -854735.835538
  nChanged 11
		SP:Iteration 27Q (45374.730000 sec): 3 clusters
  Score: Raw -857668.742279 + Penalty 2931.705269 = -854737.037010
  nChanged 6
		SP:Iteration 28Q (45374.980000 sec): 3 clusters
  Score: Raw -857669.753138 + Penalty 2931.705269 = -854738.047869
  nChanged 4
		SP:Iteration 29Q (45375.080000 sec): 3 clusters
  Score: Raw -857670.636242 + Penalty 2931.705269 = -854738.930973
  nChanged 7
		SP:Iteration 30Q (45375.250000 sec): 3 clusters
  Score: Raw -857671.219895 + Penalty 2931.705269 = -854739.514626
  nChanged 3
		SP:Iteration 31Q (45375.460000 sec): 3 clusters
  Score: Raw -857671.491480 + Penalty 2931.705269 = -854739.786211
  nChanged 2
		SP:Iteration 32Q (45375.660000 sec): 3 clusters
  Score: Raw -857671.784351 + Penalty 2931.705269 = -854740.079082
  nChanged 2
		SP:Iteration 33Q (45375.880000 sec): 3 clusters
  Score: Raw -857671.958003 + Penalty 2931.705269 = -854740.252734
  nChanged 0
		SP:Iteration 34F (45376.060000 sec): 3 clusters
  Score: Raw -857671.958003 + Penalty 2931.705269 = -854740.252734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45376.180000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45376.360000 sec): 3 clusters
  Score: Raw -767286.594941 + Penalty 2889.383429 = -764397.211511
  nChanged 3038
		SP:Iteration 1F (45376.530000 sec): 3 clusters
  Score: Raw -768881.397040 + Penalty 2889.383429 = -765992.013611
  nChanged 463
		SP:Iteration 2F (45376.750000 sec): 3 clusters
  Score: Raw -769077.045022 + Penalty 2889.383429 = -766187.661593
  nChanged 360
		SP:Iteration 3Q (45376.960000 sec): 3 clusters
  Score: Raw -769237.439793 + Penalty 2889.383429 = -766348.056364
  nChanged 335
		SP:Iteration 4Q (45377.100000 sec): 3 clusters
  Score: Raw -769403.074233 + Penalty 2889.383429 = -766513.690804
  nChanged 337
		SP:Iteration 5Q (45377.270000 sec): 3 clusters
  Score: Raw -769579.111537 + Penalty 2889.383429 = -766689.728108
  nChanged 366
		SP:Iteration 6F (45377.480000 sec): 3 clusters
  Score: Raw -769802.857438 + Penalty 2889.383429 = -766913.474009
  nChanged 377
		SP:Iteration 7F (45377.620000 sec): 3 clusters
  Score: Raw -770061.886426 + Penalty 2889.383429 = -767172.502996
  nChanged 395
		SP:Iteration 8F (45377.840000 sec): 3 clusters
  Score: Raw -770381.187056 + Penalty 2889.383429 = -767491.803627
  nChanged 412
		SP:Iteration 9F (45377.980000 sec): 3 clusters
  Score: Raw -770692.372326 + Penalty 2889.383429 = -767802.988896
  nChanged 352
		SP:Iteration 10Q (45378.160000 sec): 3 clusters
  Score: Raw -770921.992804 + Penalty 2889.383429 = -768032.609375
  nChanged 304
		SP:Iteration 11Q (45378.360000 sec): 3 clusters
  Score: Raw -771100.851930 + Penalty 2889.383429 = -768211.468500
  nChanged 238
		SP:Iteration 12Q (45378.550000 sec): 3 clusters
  Score: Raw -771217.289768 + Penalty 2889.383429 = -768327.906339
  nChanged 178
		SP:Iteration 13Q (45378.760000 sec): 3 clusters
  Score: Raw -771283.198989 + Penalty 2889.383429 = -768393.815560
  nChanged 128
		SP:Iteration 14Q (45378.950000 sec): 3 clusters
  Score: Raw -771329.141190 + Penalty 2889.383429 = -768439.757761
  nChanged 94
		SP:Iteration 15Q (45379.150000 sec): 3 clusters
  Score: Raw -771357.492918 + Penalty 2889.383429 = -768468.109489
  nChanged 65
		SP:Iteration 16Q (45379.360000 sec): 3 clusters
  Score: Raw -771375.216577 + Penalty 2889.383429 = -768485.833148
  nChanged 53
		SP:Iteration 17Q (45379.510000 sec): 3 clusters
  Score: Raw -771390.050014 + Penalty 2889.383429 = -768500.666585
  nChanged 51
		SP:Iteration 18Q (45379.700000 sec): 3 clusters
  Score: Raw -771403.379217 + Penalty 2889.383429 = -768513.995788
  nChanged 51
		SP:Iteration 19Q (45379.850000 sec): 3 clusters
  Score: Raw -771415.220704 + Penalty 2889.383429 = -768525.837275
  nChanged 39
		SP:Iteration 20F (45380.030000 sec): 3 clusters
  Score: Raw -771424.161789 + Penalty 2889.383429 = -768534.778359
  nChanged 38
		SP:Iteration 21Q (45380.210000 sec): 3 clusters
  Score: Raw -771432.147395 + Penalty 2889.383429 = -768542.763966
  nChanged 30
		SP:Iteration 22Q (45380.390000 sec): 3 clusters
  Score: Raw -771437.894973 + Penalty 2889.383429 = -768548.511544
  nChanged 25
		SP:Iteration 23Q (45380.640000 sec): 3 clusters
  Score: Raw -771441.803234 + Penalty 2889.383429 = -768552.419805
  nChanged 20
		SP:Iteration 24Q (45380.830000 sec): 3 clusters
  Score: Raw -771445.253108 + Penalty 2889.383429 = -768555.869679
  nChanged 18
		SP:Iteration 25Q (45381.010000 sec): 3 clusters
  Score: Raw -771448.042428 + Penalty 2889.383429 = -768558.658999
  nChanged 10
		SP:Iteration 26Q (45381.240000 sec): 3 clusters
  Score: Raw -771449.073767 + Penalty 2889.383429 = -768559.690338
  nChanged 6
		SP:Iteration 27Q (45381.390000 sec): 3 clusters
  Score: Raw -771449.842345 + Penalty 2889.383429 = -768560.458916
  nChanged 8
		SP:Iteration 28Q (45381.580000 sec): 3 clusters
  Score: Raw -771451.012306 + Penalty 2889.383429 = -768561.628877
  nChanged 7
		SP:Iteration 29Q (45381.830000 sec): 3 clusters
  Score: Raw -771451.956060 + Penalty 2889.383429 = -768562.572630
  nChanged 3
		SP:Iteration 30Q (45382.000000 sec): 3 clusters
  Score: Raw -771452.320967 + Penalty 2889.383429 = -768562.937538
  nChanged 3
		SP:Iteration 31Q (45382.210000 sec): 3 clusters
  Score: Raw -771452.775680 + Penalty 2889.383429 = -768563.392251
  nChanged 6
		SP:Iteration 32Q (45382.450000 sec): 3 clusters
  Score: Raw -771453.573291 + Penalty 2889.383429 = -768564.189861
  nChanged 8
		SP:Iteration 33Q (45382.620000 sec): 3 clusters
  Score: Raw -771454.717677 + Penalty 2889.383429 = -768565.334248
  nChanged 9
		SP:Iteration 34Q (45382.770000 sec): 3 clusters
  Score: Raw -771456.035143 + Penalty 2889.383429 = -768566.651714
  nChanged 8
		SP:Iteration 35Q (45382.970000 sec): 3 clusters
  Score: Raw -771457.208335 + Penalty 2889.383429 = -768567.824906
  nChanged 10
		SP:Iteration 36Q (45383.220000 sec): 3 clusters
  Score: Raw -771458.973547 + Penalty 2889.383429 = -768569.590118
  nChanged 13
		SP:Iteration 37Q (45383.400000 sec): 3 clusters
  Score: Raw -771460.805327 + Penalty 2889.383429 = -768571.421898
  nChanged 17
		SP:Iteration 38Q (45383.540000 sec): 3 clusters
  Score: Raw -771464.080366 + Penalty 2889.383429 = -768574.696937
  nChanged 20
		SP:Iteration 39Q (45383.770000 sec): 3 clusters
  Score: Raw -771467.971939 + Penalty 2889.383429 = -768578.588510
  nChanged 17
		SP:Iteration 40F (45383.910000 sec): 3 clusters
  Score: Raw -771470.654462 + Penalty 2889.383429 = -768581.271032
  nChanged 17
		SP:Iteration 41Q (45384.110000 sec): 3 clusters
  Score: Raw -771473.385096 + Penalty 2889.383429 = -768584.001667
  nChanged 13
		SP:Iteration 42Q (45384.300000 sec): 3 clusters
  Score: Raw -771476.099888 + Penalty 2889.383429 = -768586.716459
  nChanged 16
		SP:Iteration 43Q (45384.460000 sec): 3 clusters
  Score: Raw -771478.863740 + Penalty 2889.383429 = -768589.480310
  nChanged 18
		SP:Iteration 44Q (45384.690000 sec): 3 clusters
  Score: Raw -771482.649625 + Penalty 2889.383429 = -768593.266196
  nChanged 20
		SP:Iteration 45Q (45384.840000 sec): 3 clusters
  Score: Raw -771486.472525 + Penalty 2889.383429 = -768597.089096
  nChanged 17
		SP:Iteration 46Q (45385.060000 sec): 3 clusters
  Score: Raw -771490.193134 + Penalty 2889.383429 = -768600.809705
  nChanged 22
		SP:Iteration 47Q (45385.240000 sec): 3 clusters
  Score: Raw -771494.356392 + Penalty 2889.383429 = -768604.972962
  nChanged 32
		SP:Iteration 48Q (45385.450000 sec): 3 clusters
  Score: Raw -771501.008833 + Penalty 2889.383429 = -768611.625403
  nChanged 34
		SP:Iteration 49Q (45385.670000 sec): 3 clusters
  Score: Raw -771507.060845 + Penalty 2889.383429 = -768617.677415
  nChanged 21
		SP:Iteration 50Q (45385.840000 sec): 3 clusters
  Score: Raw -771511.012811 + Penalty 2889.383429 = -768621.629381
  nChanged 25
		SP:Iteration 51Q (45386.010000 sec): 3 clusters
  Score: Raw -771515.307319 + Penalty 2889.383429 = -768625.923889
  nChanged 24
		SP:Iteration 52Q (45386.200000 sec): 3 clusters
  Score: Raw -771519.297725 + Penalty 2889.383429 = -768629.914296
  nChanged 23
		SP:Iteration 53Q (45386.380000 sec): 3 clusters
  Score: Raw -771524.106947 + Penalty 2889.383429 = -768634.723517
  nChanged 29
		SP:Iteration 54Q (45386.580000 sec): 3 clusters
  Score: Raw -771530.775586 + Penalty 2889.383429 = -768641.392157
  nChanged 28
		SP:Iteration 55Q (45386.770000 sec): 3 clusters
  Score: Raw -771538.171702 + Penalty 2889.383429 = -768648.788272
  nChanged 41
		SP:Iteration 56Q (45386.970000 sec): 3 clusters
  Score: Raw -771548.299454 + Penalty 2889.383429 = -768658.916025
  nChanged 31
		SP:Iteration 57Q (45387.150000 sec): 3 clusters
  Score: Raw -771553.874809 + Penalty 2889.383429 = -768664.491379
  nChanged 21
		SP:Iteration 58Q (45387.380000 sec): 3 clusters
  Score: Raw -771557.440043 + Penalty 2889.383429 = -768668.056614
  nChanged 14
		SP:Iteration 59Q (45387.530000 sec): 3 clusters
  Score: Raw -771559.854184 + Penalty 2889.383429 = -768670.470754
  nChanged 22
		SP:Iteration 60F (45387.650000 sec): 3 clusters
  Score: Raw -771563.097941 + Penalty 2889.383429 = -768673.714512
  nChanged 20
		SP:Iteration 61Q (45387.850000 sec): 3 clusters
  Score: Raw -771566.600182 + Penalty 2889.383429 = -768677.216753
  nChanged 22
		SP:Iteration 62Q (45388.060000 sec): 3 clusters
  Score: Raw -771571.347582 + Penalty 2889.383429 = -768681.964153
  nChanged 27
		SP:Iteration 63Q (45388.240000 sec): 3 clusters
  Score: Raw -771576.623616 + Penalty 2889.383429 = -768687.240187
  nChanged 22
		SP:Iteration 64Q (45388.450000 sec): 3 clusters
  Score: Raw -771579.997430 + Penalty 2889.383429 = -768690.614001
  nChanged 19
		SP:Iteration 65Q (45388.630000 sec): 3 clusters
  Score: Raw -771583.356870 + Penalty 2889.383429 = -768693.973440
  nChanged 19
		SP:Iteration 66Q (45388.780000 sec): 3 clusters
  Score: Raw -771587.056143 + Penalty 2889.383429 = -768697.672714
  nChanged 21
		SP:Iteration 67Q (45389.010000 sec): 3 clusters
  Score: Raw -771590.512857 + Penalty 2889.383429 = -768701.129428
  nChanged 18
		SP:Iteration 68Q (45389.160000 sec): 3 clusters
  Score: Raw -771593.529058 + Penalty 2889.383429 = -768704.145628
  nChanged 20
		SP:Iteration 69Q (45389.370000 sec): 3 clusters
  Score: Raw -771597.068061 + Penalty 2889.383429 = -768707.684631
  nChanged 20
		SP:Iteration 70Q (45389.540000 sec): 3 clusters
  Score: Raw -771599.883709 + Penalty 2889.383429 = -768710.500279
  nChanged 15
		SP:Iteration 71Q (45389.780000 sec): 3 clusters
  Score: Raw -771603.548001 + Penalty 2889.383429 = -768714.164571
  nChanged 19
		SP:Iteration 72Q (45389.940000 sec): 3 clusters
  Score: Raw -771607.339495 + Penalty 2889.383429 = -768717.956065
  nChanged 21
		SP:Iteration 73Q (45390.160000 sec): 3 clusters
  Score: Raw -771611.119308 + Penalty 2889.383429 = -768721.735879
  nChanged 20
		SP:Iteration 74Q (45390.320000 sec): 3 clusters
  Score: Raw -771613.984310 + Penalty 2889.383429 = -768724.600880
  nChanged 15
		SP:Iteration 75Q (45390.510000 sec): 3 clusters
  Score: Raw -771616.249804 + Penalty 2889.383429 = -768726.866374
  nChanged 12
		SP:Iteration 76Q (45390.710000 sec): 3 clusters
  Score: Raw -771618.391274 + Penalty 2889.383429 = -768729.007844
  nChanged 14
		SP:Iteration 77Q (45390.880000 sec): 3 clusters
  Score: Raw -771622.277705 + Penalty 2889.383429 = -768732.894276
  nChanged 15
		SP:Iteration 78Q (45391.090000 sec): 3 clusters
  Score: Raw -771625.361453 + Penalty 2889.383429 = -768735.978024
  nChanged 19
		SP:Iteration 79Q (45391.240000 sec): 3 clusters
  Score: Raw -771628.930170 + Penalty 2889.383429 = -768739.546741
  nChanged 15
		SP:Iteration 80F (45391.470000 sec): 3 clusters
  Score: Raw -771631.443409 + Penalty 2889.383429 = -768742.059979
  nChanged 11
		SP:Iteration 81Q (45391.650000 sec): 3 clusters
  Score: Raw -771633.190691 + Penalty 2889.383429 = -768743.807262
  nChanged 8
		SP:Iteration 82Q (45391.850000 sec): 3 clusters
  Score: Raw -771634.371768 + Penalty 2889.383429 = -768744.988339
  nChanged 6
		SP:Iteration 83Q (45391.990000 sec): 3 clusters
  Score: Raw -771635.424578 + Penalty 2889.383429 = -768746.041149
  nChanged 8
		SP:Iteration 84Q (45392.200000 sec): 3 clusters
  Score: Raw -771636.780481 + Penalty 2889.383429 = -768747.397052
  nChanged 12
		SP:Iteration 85Q (45392.380000 sec): 3 clusters
  Score: Raw -771638.890737 + Penalty 2889.383429 = -768749.507308
  nChanged 8
		SP:Iteration 86Q (45392.570000 sec): 3 clusters
  Score: Raw -771640.262765 + Penalty 2889.383429 = -768750.879335
  nChanged 10
		SP:Iteration 87Q (45392.820000 sec): 3 clusters
  Score: Raw -771642.258283 + Penalty 2889.383429 = -768752.874854
  nChanged 11
		SP:Iteration 88Q (45392.940000 sec): 3 clusters
  Score: Raw -771644.518612 + Penalty 2889.383429 = -768755.135183
  nChanged 12
		SP:Iteration 89Q (45393.150000 sec): 3 clusters
  Score: Raw -771646.545713 + Penalty 2889.383429 = -768757.162283
  nChanged 8
		SP:Iteration 90Q (45393.340000 sec): 3 clusters
  Score: Raw -771647.650497 + Penalty 2889.383429 = -768758.267067
  nChanged 12
		SP:Iteration 91Q (45393.530000 sec): 3 clusters
  Score: Raw -771649.503183 + Penalty 2889.383429 = -768760.119753
  nChanged 10
		SP:Iteration 92Q (45393.700000 sec): 3 clusters
  Score: Raw -771651.219004 + Penalty 2889.383429 = -768761.835574
  nChanged 7
		SP:Iteration 93Q (45393.910000 sec): 3 clusters
  Score: Raw -771652.402204 + Penalty 2889.383429 = -768763.018774
  nChanged 9
		SP:Iteration 94Q (45394.130000 sec): 3 clusters
  Score: Raw -771653.652863 + Penalty 2889.383429 = -768764.269434
  nChanged 4
		SP:Iteration 95Q (45394.330000 sec): 3 clusters
  Score: Raw -771654.082441 + Penalty 2889.383429 = -768764.699012
  nChanged 2
		SP:Iteration 96Q (45394.520000 sec): 3 clusters
  Score: Raw -771654.393669 + Penalty 2889.383429 = -768765.010240
  nChanged 6
		SP:Iteration 97Q (45394.740000 sec): 3 clusters
  Score: Raw -771655.315982 + Penalty 2889.383429 = -768765.932553
  nChanged 4
		SP:Iteration 98Q (45394.880000 sec): 3 clusters
  Score: Raw -771655.871111 + Penalty 2889.383429 = -768766.487682
  nChanged 5
		SP:Iteration 99Q (45395.060000 sec): 3 clusters
  Score: Raw -771656.806222 + Penalty 2889.383429 = -768767.422793
  nChanged 9
		SP:Iteration 100F (45395.210000 sec): 3 clusters
  Score: Raw -771658.135837 + Penalty 2889.383429 = -768768.752408
  nChanged 5
		SP:Iteration 101Q (45395.380000 sec): 3 clusters
  Score: Raw -771658.972828 + Penalty 2889.383429 = -768769.589399
  nChanged 1
		SP:Iteration 102Q (45395.550000 sec): 3 clusters
  Score: Raw -771659.044790 + Penalty 2889.383429 = -768769.661361
  nChanged 0
		SP:Iteration 103F (45395.760000 sec): 3 clusters
  Score: Raw -771659.044790 + Penalty 2889.383429 = -768769.661361
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45395.850000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45395.990000 sec): 3 clusters
  Score: Raw -233954.086898 + Penalty 2522.428734 = -231431.658164
  nChanged 882
		SP:Iteration 1F (45396.170000 sec): 3 clusters
  Score: Raw -234661.781053 + Penalty 2522.428734 = -232139.352319
  nChanged 225
		SP:Iteration 2F (45396.310000 sec): 3 clusters
  Score: Raw -234880.537003 + Penalty 2522.428734 = -232358.108269
  nChanged 154
		SP:Iteration 3F (45396.450000 sec): 3 clusters
  Score: Raw -235013.111816 + Penalty 2522.428734 = -232490.683083
  nChanged 123
		SP:Iteration 4F (45396.660000 sec): 3 clusters
  Score: Raw -235129.874804 + Penalty 2522.428734 = -232607.446070
  nChanged 92
		SP:Iteration 5Q (45396.790000 sec): 3 clusters
  Score: Raw -235207.338178 + Penalty 2522.428734 = -232684.909445
  nChanged 69
		SP:Iteration 6Q (45396.960000 sec): 3 clusters
  Score: Raw -235255.129259 + Penalty 2522.428734 = -232732.700525
  nChanged 51
		SP:Iteration 7Q (45397.160000 sec): 3 clusters
  Score: Raw -235298.455831 + Penalty 2522.428734 = -232776.027097
  nChanged 33
		SP:Iteration 8Q (45397.340000 sec): 3 clusters
  Score: Raw -235319.998143 + Penalty 2522.428734 = -232797.569410
  nChanged 25
		SP:Iteration 9Q (45397.490000 sec): 3 clusters
  Score: Raw -235337.968122 + Penalty 2522.428734 = -232815.539388
  nChanged 21
		SP:Iteration 10Q (45397.660000 sec): 3 clusters
  Score: Raw -235355.952527 + Penalty 2522.428734 = -232833.523794
  nChanged 30
		SP:Iteration 11Q (45397.860000 sec): 3 clusters
  Score: Raw -235382.236855 + Penalty 2522.428734 = -232859.808121
  nChanged 22
		SP:Iteration 12Q (45397.990000 sec): 3 clusters
  Score: Raw -235401.842735 + Penalty 2522.428734 = -232879.414001
  nChanged 27
		SP:Iteration 13Q (45398.130000 sec): 3 clusters
  Score: Raw -235422.992659 + Penalty 2522.428734 = -232900.563925
  nChanged 22
		SP:Iteration 14Q (45398.330000 sec): 3 clusters
  Score: Raw -235444.519059 + Penalty 2522.428734 = -232922.090325
  nChanged 22
		SP:Iteration 15Q (45398.440000 sec): 3 clusters
  Score: Raw -235466.181663 + Penalty 2522.428734 = -232943.752929
  nChanged 14
		SP:Iteration 16Q (45398.620000 sec): 3 clusters
  Score: Raw -235477.314252 + Penalty 2522.428734 = -232954.885518
  nChanged 9
		SP:Iteration 17Q (45398.780000 sec): 3 clusters
  Score: Raw -235485.546000 + Penalty 2522.428734 = -232963.117266
  nChanged 11
		SP:Iteration 18Q (45398.960000 sec): 3 clusters
  Score: Raw -235498.842291 + Penalty 2522.428734 = -232976.413557
  nChanged 12
		SP:Iteration 19Q (45399.080000 sec): 3 clusters
  Score: Raw -235509.393050 + Penalty 2522.428734 = -232986.964317
  nChanged 11
		SP:Iteration 20F (45399.170000 sec): 3 clusters
  Score: Raw -235519.768851 + Penalty 2522.428734 = -232997.340117
  nChanged 11
		SP:Iteration 21Q (45399.290000 sec): 3 clusters
  Score: Raw -235529.419331 + Penalty 2522.428734 = -233006.990597
  nChanged 10
		SP:Iteration 22Q (45399.410000 sec): 3 clusters
  Score: Raw -235540.820110 + Penalty 2522.428734 = -233018.391376
  nChanged 5
		SP:Iteration 23Q (45399.530000 sec): 3 clusters
  Score: Raw -235546.681069 + Penalty 2522.428734 = -233024.252336
  nChanged 5
		SP:Iteration 24Q (45399.680000 sec): 3 clusters
  Score: Raw -235550.988360 + Penalty 2522.428734 = -233028.559626
  nChanged 3
		SP:Iteration 25Q (45399.800000 sec): 3 clusters
  Score: Raw -235553.619713 + Penalty 2522.428734 = -233031.190980
  nChanged 1
		SP:Iteration 26Q (45399.970000 sec): 3 clusters
  Score: Raw -235554.021526 + Penalty 2522.428734 = -233031.592792
  nChanged 0
		SP:Iteration 27F (45400.160000 sec): 3 clusters
  Score: Raw -235554.021526 + Penalty 2522.428734 = -233031.592792
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45400.220000 sec): 2 clusters
  Score: Raw -538774.219811 + Penalty 1396.970814 = -537377.248997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45400.400000 sec): 3 clusters
  Score: Raw -536028.446412 + Penalty 2793.941628 = -533234.504784
  nChanged 2139
		SP:Iteration 1F (45400.550000 sec): 3 clusters
  Score: Raw -537248.917889 + Penalty 2793.941628 = -534454.976261
  nChanged 356
		SP:Iteration 2F (45400.740000 sec): 3 clusters
  Score: Raw -537472.366088 + Penalty 2793.941628 = -534678.424461
  nChanged 292
		SP:Iteration 3F (45400.920000 sec): 3 clusters
  Score: Raw -537617.695551 + Penalty 2793.941628 = -534823.753924
  nChanged 210
		SP:Iteration 4Q (45401.120000 sec): 3 clusters
  Score: Raw -537719.474822 + Penalty 2793.941628 = -534925.533194
  nChanged 208
		SP:Iteration 5Q (45401.280000 sec): 3 clusters
  Score: Raw -537852.839889 + Penalty 2793.941628 = -535058.898261
  nChanged 223
		SP:Iteration 6Q (45401.520000 sec): 3 clusters
  Score: Raw -537981.427620 + Penalty 2793.941628 = -535187.485993
  nChanged 195
		SP:Iteration 7Q (45401.700000 sec): 3 clusters
  Score: Raw -538089.997550 + Penalty 2793.941628 = -535296.055922
  nChanged 177
		SP:Iteration 8Q (45401.860000 sec): 3 clusters
  Score: Raw -538215.984130 + Penalty 2793.941628 = -535422.042502
  nChanged 202
		SP:Iteration 9Q (45402.040000 sec): 3 clusters
  Score: Raw -538394.065667 + Penalty 2793.941628 = -535600.124039
  nChanged 225
		SP:Iteration 10Q (45402.260000 sec): 3 clusters
  Score: Raw -538593.998208 + Penalty 2793.941628 = -535800.056580
  nChanged 195
		SP:Iteration 11Q (45402.390000 sec): 3 clusters
  Score: Raw -538790.954556 + Penalty 2793.941628 = -535997.012928
  nChanged 194
		SP:Iteration 12Q (45402.560000 sec): 3 clusters
  Score: Raw -538959.186969 + Penalty 2793.941628 = -536165.245341
  nChanged 149
		SP:Iteration 13Q (45402.760000 sec): 3 clusters
  Score: Raw -539061.005389 + Penalty 2793.941628 = -536267.063761
  nChanged 128
		SP:Iteration 14Q (45402.950000 sec): 3 clusters
  Score: Raw -539134.370280 + Penalty 2793.941628 = -536340.428652
  nChanged 97
		SP:Iteration 15Q (45403.120000 sec): 3 clusters
  Score: Raw -539188.626509 + Penalty 2793.941628 = -536394.684881
  nChanged 89
		SP:Iteration 16Q (45403.270000 sec): 3 clusters
  Score: Raw -539235.297114 + Penalty 2793.941628 = -536441.355486
  nChanged 83
		SP:Iteration 17Q (45403.400000 sec): 3 clusters
  Score: Raw -539290.056446 + Penalty 2793.941628 = -536496.114819
  nChanged 83
		SP:Iteration 18Q (45403.570000 sec): 3 clusters
  Score: Raw -539339.921391 + Penalty 2793.941628 = -536545.979763
  nChanged 77
		SP:Iteration 19Q (45403.770000 sec): 3 clusters
  Score: Raw -539392.712709 + Penalty 2793.941628 = -536598.771081
  nChanged 71
		SP:Iteration 20F (45404.000000 sec): 3 clusters
  Score: Raw -539467.131481 + Penalty 2793.941628 = -536673.189853
  nChanged 90
		SP:Iteration 21Q (45404.160000 sec): 3 clusters
  Score: Raw -539562.922537 + Penalty 2793.941628 = -536768.980910
  nChanged 85
		SP:Iteration 22Q (45404.320000 sec): 3 clusters
  Score: Raw -539646.869104 + Penalty 2793.941628 = -536852.927476
  nChanged 71
		SP:Iteration 23Q (45404.460000 sec): 3 clusters
  Score: Raw -539701.095294 + Penalty 2793.941628 = -536907.153666
  nChanged 68
		SP:Iteration 24Q (45404.640000 sec): 3 clusters
  Score: Raw -539742.849628 + Penalty 2793.941628 = -536948.908000
  nChanged 55
		SP:Iteration 25Q (45404.830000 sec): 3 clusters
  Score: Raw -539772.142720 + Penalty 2793.941628 = -536978.201092
  nChanged 50
		SP:Iteration 26Q (45404.990000 sec): 3 clusters
  Score: Raw -539798.879276 + Penalty 2793.941628 = -537004.937648
  nChanged 45
		SP:Iteration 27Q (45405.140000 sec): 3 clusters
  Score: Raw -539825.013251 + Penalty 2793.941628 = -537031.071623
  nChanged 39
		SP:Iteration 28Q (45405.300000 sec): 3 clusters
  Score: Raw -539843.558936 + Penalty 2793.941628 = -537049.617308
  nChanged 32
		SP:Iteration 29Q (45405.440000 sec): 3 clusters
  Score: Raw -539857.469673 + Penalty 2793.941628 = -537063.528045
  nChanged 29
		SP:Iteration 30Q (45405.610000 sec): 3 clusters
  Score: Raw -539867.965526 + Penalty 2793.941628 = -537074.023898
  nChanged 23
		SP:Iteration 31Q (45405.780000 sec): 3 clusters
  Score: Raw -539875.851095 + Penalty 2793.941628 = -537081.909467
  nChanged 15
		SP:Iteration 32Q (45405.930000 sec): 3 clusters
  Score: Raw -539880.844059 + Penalty 2793.941628 = -537086.902431
  nChanged 13
		SP:Iteration 33Q (45406.080000 sec): 3 clusters
  Score: Raw -539884.354140 + Penalty 2793.941628 = -537090.412512
  nChanged 7
		SP:Iteration 34Q (45406.260000 sec): 3 clusters
  Score: Raw -539886.556084 + Penalty 2793.941628 = -537092.614456
  nChanged 11
		SP:Iteration 35Q (45406.440000 sec): 3 clusters
  Score: Raw -539889.949170 + Penalty 2793.941628 = -537096.007542
  nChanged 7
		SP:Iteration 36Q (45406.620000 sec): 3 clusters
  Score: Raw -539891.312714 + Penalty 2793.941628 = -537097.371086
  nChanged 9
		SP:Iteration 37Q (45406.780000 sec): 3 clusters
  Score: Raw -539893.212156 + Penalty 2793.941628 = -537099.270528
  nChanged 10
		SP:Iteration 38Q (45406.980000 sec): 3 clusters
  Score: Raw -539895.722936 + Penalty 2793.941628 = -537101.781308
  nChanged 16
		SP:Iteration 39Q (45407.150000 sec): 3 clusters
  Score: Raw -539900.986983 + Penalty 2793.941628 = -537107.045355
  nChanged 8
		SP:Iteration 40F (45407.360000 sec): 3 clusters
  Score: Raw -539903.240514 + Penalty 2793.941628 = -537109.298887
  nChanged 7
		SP:Iteration 41Q (45407.540000 sec): 3 clusters
  Score: Raw -539905.176904 + Penalty 2793.941628 = -537111.235276
  nChanged 6
		SP:Iteration 42Q (45407.760000 sec): 3 clusters
  Score: Raw -539906.007244 + Penalty 2793.941628 = -537112.065616
  nChanged 1
		SP:Iteration 43Q (45407.880000 sec): 3 clusters
  Score: Raw -539906.180176 + Penalty 2793.941628 = -537112.238548
  nChanged 2
		SP:Iteration 44Q (45408.040000 sec): 3 clusters
  Score: Raw -539906.438518 + Penalty 2793.941628 = -537112.496891
  nChanged 2
		SP:Iteration 45Q (45408.260000 sec): 3 clusters
  Score: Raw -539906.578839 + Penalty 2793.941628 = -537112.637211
  nChanged 0
		SP:Iteration 46F (45408.450000 sec): 3 clusters
  Score: Raw -539906.578839 + Penalty 2793.941628 = -537112.637211
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45408.520000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45408.630000 sec): 3 clusters
  Score: Raw -53396.522738 + Penalty 2036.840178 = -51359.682559
  nChanged 124
		SP:Iteration 1F (45408.780000 sec): 3 clusters
  Score: Raw -53595.086628 + Penalty 2036.840178 = -51558.246450
  nChanged 44
		SP:Iteration 2F (45408.940000 sec): 3 clusters
  Score: Raw -53703.793889 + Penalty 2036.840178 = -51666.953711
  nChanged 35
		SP:Iteration 3F (45409.120000 sec): 3 clusters
  Score: Raw -53802.488198 + Penalty 2036.840178 = -51765.648020
  nChanged 23
		SP:Iteration 4Q (45409.300000 sec): 3 clusters
  Score: Raw -53840.405757 + Penalty 2036.840178 = -51803.565578
  nChanged 22
		SP:Iteration 5Q (45409.450000 sec): 3 clusters
  Score: Raw -53911.843532 + Penalty 2036.840178 = -51875.003353
  nChanged 28
		SP:Iteration 6F (45409.640000 sec): 3 clusters
  Score: Raw -53968.522487 + Penalty 2036.840178 = -51931.682309
  nChanged 13
		SP:Iteration 7Q (45409.810000 sec): 3 clusters
  Score: Raw -53996.348773 + Penalty 2036.840178 = -51959.508595
  nChanged 7
		SP:Iteration 8Q (45409.970000 sec): 3 clusters
  Score: Raw -54009.612950 + Penalty 2036.840178 = -51972.772771
  nChanged 7
		SP:Iteration 9Q (45410.150000 sec): 3 clusters
  Score: Raw -54021.913959 + Penalty 2036.840178 = -51985.073781
  nChanged 4
		SP:Iteration 10Q (45410.320000 sec): 3 clusters
  Score: Raw -54029.535604 + Penalty 2036.840178 = -51992.695425
  nChanged 3
		SP:Iteration 11Q (45410.480000 sec): 3 clusters
  Score: Raw -54035.393291 + Penalty 2036.840178 = -51998.553112
  nChanged 1
		SP:Iteration 12Q (45410.640000 sec): 3 clusters
  Score: Raw -54039.816858 + Penalty 2036.840178 = -52002.976679
  nChanged 0
		SP:Iteration 13F (45410.800000 sec): 3 clusters
  Score: Raw -54039.816858 + Penalty 2036.840178 = -52002.976679
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45410.930000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45411.110000 sec): 3 clusters
  Score: Raw -315451.577452 + Penalty 2591.611318 = -312859.966135
  nChanged 1106
		SP:Iteration 1F (45411.280000 sec): 3 clusters
  Score: Raw -316114.201207 + Penalty 2591.611318 = -313522.589890
  nChanged 247
		SP:Iteration 2F (45411.440000 sec): 3 clusters
  Score: Raw -316356.270662 + Penalty 2591.611318 = -313764.659345
  nChanged 187
		SP:Iteration 3F (45411.580000 sec): 3 clusters
  Score: Raw -316540.281379 + Penalty 2591.611318 = -313948.670061
  nChanged 171
		SP:Iteration 4F (45411.710000 sec): 3 clusters
  Score: Raw -316684.890615 + Penalty 2591.611318 = -314093.279297
  nChanged 154
		SP:Iteration 5F (45411.880000 sec): 3 clusters
  Score: Raw -316801.801062 + Penalty 2591.611318 = -314210.189744
  nChanged 132
		SP:Iteration 6Q (45411.980000 sec): 3 clusters
  Score: Raw -316914.167586 + Penalty 2591.611318 = -314322.556268
  nChanged 119
		SP:Iteration 7Q (45412.190000 sec): 3 clusters
  Score: Raw -317010.350601 + Penalty 2591.611318 = -314418.739283
  nChanged 112
		SP:Iteration 8Q (45412.380000 sec): 3 clusters
  Score: Raw -317111.375582 + Penalty 2591.611318 = -314519.764265
  nChanged 95
		SP:Iteration 9Q (45412.550000 sec): 3 clusters
  Score: Raw -317193.655944 + Penalty 2591.611318 = -314602.044627
  nChanged 75
		SP:Iteration 10Q (45412.690000 sec): 3 clusters
  Score: Raw -317259.247725 + Penalty 2591.611318 = -314667.636407
  nChanged 60
		SP:Iteration 11Q (45412.820000 sec): 3 clusters
  Score: Raw -317318.498681 + Penalty 2591.611318 = -314726.887363
  nChanged 62
		SP:Iteration 12Q (45412.960000 sec): 3 clusters
  Score: Raw -317380.209612 + Penalty 2591.611318 = -314788.598294
  nChanged 39
		SP:Iteration 13Q (45413.080000 sec): 3 clusters
  Score: Raw -317420.795010 + Penalty 2591.611318 = -314829.183692
  nChanged 31
		SP:Iteration 14Q (45413.260000 sec): 3 clusters
  Score: Raw -317455.132605 + Penalty 2591.611318 = -314863.521288
  nChanged 20
		SP:Iteration 15Q (45413.360000 sec): 3 clusters
  Score: Raw -317474.049140 + Penalty 2591.611318 = -314882.437823
  nChanged 17
		SP:Iteration 16Q (45413.500000 sec): 3 clusters
  Score: Raw -317488.234411 + Penalty 2591.611318 = -314896.623093
  nChanged 17
		SP:Iteration 17Q (45413.600000 sec): 3 clusters
  Score: Raw -317501.778538 + Penalty 2591.611318 = -314910.167221
  nChanged 8
		SP:Iteration 18Q (45413.710000 sec): 3 clusters
  Score: Raw -317511.009165 + Penalty 2591.611318 = -314919.397847
  nChanged 9
		SP:Iteration 19Q (45413.820000 sec): 3 clusters
  Score: Raw -317518.546853 + Penalty 2591.611318 = -314926.935536
  nChanged 4
		SP:Iteration 20F (45413.990000 sec): 3 clusters
  Score: Raw -317521.119071 + Penalty 2591.611318 = -314929.507753
  nChanged 5
		SP:Iteration 21Q (45414.180000 sec): 3 clusters
  Score: Raw -317523.352862 + Penalty 2591.611318 = -314931.741545
  nChanged 0
		SP:Iteration 22F (45414.300000 sec): 3 clusters
  Score: Raw -317523.352862 + Penalty 2591.611318 = -314931.741545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45414.400000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45414.560000 sec): 3 clusters
  Score: Raw -44070.601126 + Penalty 1955.251077 = -42115.350049
  nChanged 70
		SP:Iteration 1F (45414.650000 sec): 3 clusters
  Score: Raw -44189.684364 + Penalty 1955.251077 = -42234.433287
  nChanged 24
		SP:Iteration 2F (45414.830000 sec): 3 clusters
  Score: Raw -44235.568243 + Penalty 1955.251077 = -42280.317166
  nChanged 9
		SP:Iteration 3Q (45414.990000 sec): 3 clusters
  Score: Raw -44249.612631 + Penalty 1955.251077 = -42294.361555
  nChanged 6
		SP:Iteration 4Q (45415.160000 sec): 3 clusters
  Score: Raw -44258.586704 + Penalty 1955.251077 = -42303.335627
  nChanged 5
		SP:Iteration 5Q (45415.330000 sec): 3 clusters
  Score: Raw -44265.552662 + Penalty 1955.251077 = -42310.301586
  nChanged 3
		SP:Iteration 6Q (45415.540000 sec): 3 clusters
  Score: Raw -44268.169548 + Penalty 1955.251077 = -42312.918471
  nChanged 0
		SP:Iteration 7F (45415.660000 sec): 3 clusters
  Score: Raw -44268.169548 + Penalty 1955.251077 = -42312.918471
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45415.800000 sec): 2 clusters
  Score: Raw -594295.124118 + Penalty 1412.720454 = -592882.403664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45416.010000 sec): 3 clusters
  Score: Raw -591091.615072 + Penalty 2825.440909 = -588266.174163
  nChanged 2476
		SP:Iteration 1F (45416.170000 sec): 3 clusters
  Score: Raw -592393.642233 + Penalty 2825.440909 = -589568.201324
  nChanged 392
		SP:Iteration 2F (45416.390000 sec): 3 clusters
  Score: Raw -592589.602957 + Penalty 2825.440909 = -589764.162049
  nChanged 295
		SP:Iteration 3Q (45416.540000 sec): 3 clusters
  Score: Raw -592740.115110 + Penalty 2825.440909 = -589914.674202
  nChanged 260
		SP:Iteration 4Q (45416.740000 sec): 3 clusters
  Score: Raw -592871.453951 + Penalty 2825.440909 = -590046.013042
  nChanged 229
		SP:Iteration 5Q (45416.870000 sec): 3 clusters
  Score: Raw -592989.683580 + Penalty 2825.440909 = -590164.242672
  nChanged 199
		SP:Iteration 6Q (45417.120000 sec): 3 clusters
  Score: Raw -593096.803796 + Penalty 2825.440909 = -590271.362887
  nChanged 200
		SP:Iteration 7Q (45417.280000 sec): 3 clusters
  Score: Raw -593192.502041 + Penalty 2825.440909 = -590367.061133
  nChanged 172
		SP:Iteration 8Q (45417.490000 sec): 3 clusters
  Score: Raw -593271.096745 + Penalty 2825.440909 = -590445.655837
  nChanged 155
		SP:Iteration 9Q (45417.660000 sec): 3 clusters
  Score: Raw -593333.616254 + Penalty 2825.440909 = -590508.175346
  nChanged 133
		SP:Iteration 10Q (45417.830000 sec): 3 clusters
  Score: Raw -593398.717577 + Penalty 2825.440909 = -590573.276669
  nChanged 140
		SP:Iteration 11Q (45418.000000 sec): 3 clusters
  Score: Raw -593456.616543 + Penalty 2825.440909 = -590631.175634
  nChanged 112
		SP:Iteration 12Q (45418.240000 sec): 3 clusters
  Score: Raw -593500.311734 + Penalty 2825.440909 = -590674.870825
  nChanged 98
		SP:Iteration 13Q (45418.400000 sec): 3 clusters
  Score: Raw -593541.589086 + Penalty 2825.440909 = -590716.148177
  nChanged 99
		SP:Iteration 14Q (45418.570000 sec): 3 clusters
  Score: Raw -593592.436057 + Penalty 2825.440909 = -590766.995148
  nChanged 120
		SP:Iteration 15Q (45418.780000 sec): 3 clusters
  Score: Raw -593651.007929 + Penalty 2825.440909 = -590825.567020
  nChanged 131
		SP:Iteration 16Q (45418.970000 sec): 3 clusters
  Score: Raw -593732.669465 + Penalty 2825.440909 = -590907.228557
  nChanged 145
		SP:Iteration 17Q (45419.130000 sec): 3 clusters
  Score: Raw -593823.997112 + Penalty 2825.440909 = -590998.556203
  nChanged 144
		SP:Iteration 18Q (45419.280000 sec): 3 clusters
  Score: Raw -593906.421026 + Penalty 2825.440909 = -591080.980117
  nChanged 130
		SP:Iteration 19Q (45419.450000 sec): 3 clusters
  Score: Raw -593980.606052 + Penalty 2825.440909 = -591155.165144
  nChanged 105
		SP:Iteration 20F (45419.700000 sec): 3 clusters
  Score: Raw -594040.199957 + Penalty 2825.440909 = -591214.759049
  nChanged 92
		SP:Iteration 21Q (45419.820000 sec): 3 clusters
  Score: Raw -594093.108233 + Penalty 2825.440909 = -591267.667324
  nChanged 96
		SP:Iteration 22Q (45420.050000 sec): 3 clusters
  Score: Raw -594154.606204 + Penalty 2825.440909 = -591329.165295
  nChanged 104
		SP:Iteration 23Q (45420.190000 sec): 3 clusters
  Score: Raw -594214.607988 + Penalty 2825.440909 = -591389.167079
  nChanged 101
		SP:Iteration 24Q (45420.370000 sec): 3 clusters
  Score: Raw -594272.791183 + Penalty 2825.440909 = -591447.350275
  nChanged 99
		SP:Iteration 25Q (45420.540000 sec): 3 clusters
  Score: Raw -594327.858310 + Penalty 2825.440909 = -591502.417402
  nChanged 81
		SP:Iteration 26Q (45420.700000 sec): 3 clusters
  Score: Raw -594372.283155 + Penalty 2825.440909 = -591546.842246
  nChanged 56
		SP:Iteration 27Q (45420.860000 sec): 3 clusters
  Score: Raw -594409.464468 + Penalty 2825.440909 = -591584.023559
  nChanged 48
		SP:Iteration 28Q (45421.080000 sec): 3 clusters
  Score: Raw -594433.794671 + Penalty 2825.440909 = -591608.353762
  nChanged 43
		SP:Iteration 29Q (45421.270000 sec): 3 clusters
  Score: Raw -594454.863483 + Penalty 2825.440909 = -591629.422575
  nChanged 28
		SP:Iteration 30Q (45421.440000 sec): 3 clusters
  Score: Raw -594468.630104 + Penalty 2825.440909 = -591643.189196
  nChanged 26
		SP:Iteration 31Q (45421.660000 sec): 3 clusters
  Score: Raw -594479.925031 + Penalty 2825.440909 = -591654.484122
  nChanged 27
		SP:Iteration 32Q (45421.810000 sec): 3 clusters
  Score: Raw -594492.712870 + Penalty 2825.440909 = -591667.271961
  nChanged 25
		SP:Iteration 33Q (45422.020000 sec): 3 clusters
  Score: Raw -594504.417079 + Penalty 2825.440909 = -591678.976170
  nChanged 12
		SP:Iteration 34Q (45422.200000 sec): 3 clusters
  Score: Raw -594507.687364 + Penalty 2825.440909 = -591682.246455
  nChanged 9
		SP:Iteration 35Q (45422.360000 sec): 3 clusters
  Score: Raw -594510.652397 + Penalty 2825.440909 = -591685.211488
  nChanged 7
		SP:Iteration 36Q (45422.500000 sec): 3 clusters
  Score: Raw -594513.469933 + Penalty 2825.440909 = -591688.029024
  nChanged 2
		SP:Iteration 37Q (45422.720000 sec): 3 clusters
  Score: Raw -594514.236899 + Penalty 2825.440909 = -591688.795990
  nChanged 3
		SP:Iteration 38Q (45422.900000 sec): 3 clusters
  Score: Raw -594514.958765 + Penalty 2825.440909 = -591689.517857
  nChanged 3
		SP:Iteration 39Q (45423.050000 sec): 3 clusters
  Score: Raw -594515.738364 + Penalty 2825.440909 = -591690.297455
  nChanged 3
		SP:Iteration 40F (45423.260000 sec): 3 clusters
  Score: Raw -594516.903271 + Penalty 2825.440909 = -591691.462362
  nChanged 5
		SP:Iteration 41Q (45423.450000 sec): 3 clusters
  Score: Raw -594518.743046 + Penalty 2825.440909 = -591693.302138
  nChanged 3
		SP:Iteration 42Q (45423.620000 sec): 3 clusters
  Score: Raw -594519.593428 + Penalty 2825.440909 = -591694.152520
  nChanged 2
		SP:Iteration 43Q (45423.870000 sec): 3 clusters
  Score: Raw -594520.054175 + Penalty 2825.440909 = -591694.613266
  nChanged 1
		SP:Iteration 44Q (45424.000000 sec): 3 clusters
  Score: Raw -594520.154110 + Penalty 2825.440909 = -591694.713201
  nChanged 1
		SP:Iteration 45Q (45424.220000 sec): 3 clusters
  Score: Raw -594520.656272 + Penalty 2825.440909 = -591695.215363
  nChanged 2
		SP:Iteration 46Q (45424.330000 sec): 3 clusters
  Score: Raw -594521.125028 + Penalty 2825.440909 = -591695.684119
  nChanged 2
		SP:Iteration 47Q (45424.520000 sec): 3 clusters
  Score: Raw -594521.643550 + Penalty 2825.440909 = -591696.202642
  nChanged 2
		SP:Iteration 48Q (45424.720000 sec): 3 clusters
  Score: Raw -594521.915929 + Penalty 2825.440909 = -591696.475020
  nChanged 1
		SP:Iteration 49Q (45424.940000 sec): 3 clusters
  Score: Raw -594522.252413 + Penalty 2825.440909 = -591696.811505
  nChanged 2
		SP:Iteration 50Q (45425.110000 sec): 3 clusters
  Score: Raw -594523.880769 + Penalty 2825.440909 = -591698.439860
  nChanged 2
		SP:Iteration 51Q (45425.320000 sec): 3 clusters
  Score: Raw -594524.300856 + Penalty 2825.440909 = -591698.859947
  nChanged 1
		SP:Iteration 52Q (45425.520000 sec): 3 clusters
  Score: Raw -594524.609611 + Penalty 2825.440909 = -591699.168702
  nChanged 1
		SP:Iteration 53Q (45425.650000 sec): 3 clusters
  Score: Raw -594525.110889 + Penalty 2825.440909 = -591699.669981
  nChanged 1
		SP:Iteration 54Q (45425.840000 sec): 3 clusters
  Score: Raw -594525.622480 + Penalty 2825.440909 = -591700.181571
  nChanged 0
		SP:Iteration 55F (45426.000000 sec): 3 clusters
  Score: Raw -594525.622480 + Penalty 2825.440909 = -591700.181571
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45426.120000 sec): 2 clusters
  Score: Raw -376249.706643 + Penalty 1352.783461 = -374896.923182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45426.320000 sec): 3 clusters
  Score: Raw -374197.445739 + Penalty 2705.566922 = -371491.878817
  nChanged 1640
		SP:Iteration 1F (45426.510000 sec): 3 clusters
  Score: Raw -375267.782026 + Penalty 2705.566922 = -372562.215104
  nChanged 369
		SP:Iteration 2F (45426.700000 sec): 3 clusters
  Score: Raw -375549.423770 + Penalty 2705.566922 = -372843.856848
  nChanged 272
		SP:Iteration 3F (45426.840000 sec): 3 clusters
  Score: Raw -375720.259070 + Penalty 2705.566922 = -373014.692148
  nChanged 182
		SP:Iteration 4Q (45427.030000 sec): 3 clusters
  Score: Raw -375813.676185 + Penalty 2705.566922 = -373108.109263
  nChanged 133
		SP:Iteration 5Q (45427.170000 sec): 3 clusters
  Score: Raw -375892.917552 + Penalty 2705.566922 = -373187.350630
  nChanged 120
		SP:Iteration 6Q (45427.330000 sec): 3 clusters
  Score: Raw -375959.859321 + Penalty 2705.566922 = -373254.292399
  nChanged 106
		SP:Iteration 7Q (45427.480000 sec): 3 clusters
  Score: Raw -376007.115626 + Penalty 2705.566922 = -373301.548704
  nChanged 81
		SP:Iteration 8Q (45427.630000 sec): 3 clusters
  Score: Raw -376045.766004 + Penalty 2705.566922 = -373340.199082
  nChanged 86
		SP:Iteration 9Q (45427.800000 sec): 3 clusters
  Score: Raw -376082.072280 + Penalty 2705.566922 = -373376.505358
  nChanged 72
		SP:Iteration 10Q (45427.950000 sec): 3 clusters
  Score: Raw -376112.428234 + Penalty 2705.566922 = -373406.861312
  nChanged 66
		SP:Iteration 11Q (45428.120000 sec): 3 clusters
  Score: Raw -376142.848105 + Penalty 2705.566922 = -373437.281183
  nChanged 59
		SP:Iteration 12Q (45428.280000 sec): 3 clusters
  Score: Raw -376172.278067 + Penalty 2705.566922 = -373466.711145
  nChanged 58
		SP:Iteration 13Q (45428.450000 sec): 3 clusters
  Score: Raw -376206.404487 + Penalty 2705.566922 = -373500.837565
  nChanged 69
		SP:Iteration 14Q (45428.620000 sec): 3 clusters
  Score: Raw -376250.398863 + Penalty 2705.566922 = -373544.831941
  nChanged 56
		SP:Iteration 15Q (45428.770000 sec): 3 clusters
  Score: Raw -376277.245649 + Penalty 2705.566922 = -373571.678726
  nChanged 53
		SP:Iteration 16Q (45428.950000 sec): 3 clusters
  Score: Raw -376300.339991 + Penalty 2705.566922 = -373594.773069
  nChanged 47
		SP:Iteration 17Q (45429.150000 sec): 3 clusters
  Score: Raw -376328.009613 + Penalty 2705.566922 = -373622.442690
  nChanged 59
		SP:Iteration 18Q (45429.300000 sec): 3 clusters
  Score: Raw -376355.649390 + Penalty 2705.566922 = -373650.082468
  nChanged 54
		SP:Iteration 19Q (45429.480000 sec): 3 clusters
  Score: Raw -376380.240776 + Penalty 2705.566922 = -373674.673854
  nChanged 55
		SP:Iteration 20F (45429.670000 sec): 3 clusters
  Score: Raw -376402.953124 + Penalty 2705.566922 = -373697.386202
  nChanged 42
		SP:Iteration 21Q (45429.860000 sec): 3 clusters
  Score: Raw -376424.349569 + Penalty 2705.566922 = -373718.782647
  nChanged 43
		SP:Iteration 22Q (45430.050000 sec): 3 clusters
  Score: Raw -376442.670770 + Penalty 2705.566922 = -373737.103848
  nChanged 36
		SP:Iteration 23Q (45430.180000 sec): 3 clusters
  Score: Raw -376462.713195 + Penalty 2705.566922 = -373757.146273
  nChanged 49
		SP:Iteration 24Q (45430.330000 sec): 3 clusters
  Score: Raw -376488.327222 + Penalty 2705.566922 = -373782.760300
  nChanged 48
		SP:Iteration 25Q (45430.490000 sec): 3 clusters
  Score: Raw -376514.505663 + Penalty 2705.566922 = -373808.938741
  nChanged 40
		SP:Iteration 26Q (45430.640000 sec): 3 clusters
  Score: Raw -376531.898996 + Penalty 2705.566922 = -373826.332074
  nChanged 42
		SP:Iteration 27Q (45430.790000 sec): 3 clusters
  Score: Raw -376548.893264 + Penalty 2705.566922 = -373843.326342
  nChanged 28
		SP:Iteration 28Q (45430.950000 sec): 3 clusters
  Score: Raw -376562.174730 + Penalty 2705.566922 = -373856.607808
  nChanged 25
		SP:Iteration 29Q (45431.120000 sec): 3 clusters
  Score: Raw -376571.188619 + Penalty 2705.566922 = -373865.621697
  nChanged 19
		SP:Iteration 30Q (45431.270000 sec): 3 clusters
  Score: Raw -376576.348341 + Penalty 2705.566922 = -373870.781419
  nChanged 21
		SP:Iteration 31Q (45431.460000 sec): 3 clusters
  Score: Raw -376583.536996 + Penalty 2705.566922 = -373877.970074
  nChanged 14
		SP:Iteration 32Q (45431.600000 sec): 3 clusters
  Score: Raw -376590.388184 + Penalty 2705.566922 = -373884.821262
  nChanged 22
		SP:Iteration 33Q (45431.790000 sec): 3 clusters
  Score: Raw -376598.279809 + Penalty 2705.566922 = -373892.712887
  nChanged 26
		SP:Iteration 34Q (45431.970000 sec): 3 clusters
  Score: Raw -376609.306775 + Penalty 2705.566922 = -373903.739852
  nChanged 27
		SP:Iteration 35Q (45432.140000 sec): 3 clusters
  Score: Raw -376618.499750 + Penalty 2705.566922 = -373912.932828
  nChanged 13
		SP:Iteration 36Q (45432.290000 sec): 3 clusters
  Score: Raw -376621.998690 + Penalty 2705.566922 = -373916.431768
  nChanged 12
		SP:Iteration 37Q (45432.470000 sec): 3 clusters
  Score: Raw -376626.024802 + Penalty 2705.566922 = -373920.457880
  nChanged 13
		SP:Iteration 38Q (45432.620000 sec): 3 clusters
  Score: Raw -376631.229315 + Penalty 2705.566922 = -373925.662392
  nChanged 17
		SP:Iteration 39Q (45432.760000 sec): 3 clusters
  Score: Raw -376637.509428 + Penalty 2705.566922 = -373931.942506
  nChanged 17
		SP:Iteration 40F (45432.890000 sec): 3 clusters
  Score: Raw -376645.388773 + Penalty 2705.566922 = -373939.821851
  nChanged 24
		SP:Iteration 41Q (45433.060000 sec): 3 clusters
  Score: Raw -376655.409113 + Penalty 2705.566922 = -373949.842191
  nChanged 24
		SP:Iteration 42Q (45433.180000 sec): 3 clusters
  Score: Raw -376664.612239 + Penalty 2705.566922 = -373959.045317
  nChanged 23
		SP:Iteration 43Q (45433.350000 sec): 3 clusters
  Score: Raw -376675.372391 + Penalty 2705.566922 = -373969.805469
  nChanged 32
		SP:Iteration 44Q (45433.500000 sec): 3 clusters
  Score: Raw -376688.871281 + Penalty 2705.566922 = -373983.304359
  nChanged 22
		SP:Iteration 45Q (45433.640000 sec): 3 clusters
  Score: Raw -376698.583054 + Penalty 2705.566922 = -373993.016132
  nChanged 16
		SP:Iteration 46Q (45433.830000 sec): 3 clusters
  Score: Raw -376704.610752 + Penalty 2705.566922 = -373999.043830
  nChanged 14
		SP:Iteration 47Q (45433.960000 sec): 3 clusters
  Score: Raw -376709.473594 + Penalty 2705.566922 = -374003.906671
  nChanged 15
		SP:Iteration 48Q (45434.130000 sec): 3 clusters
  Score: Raw -376713.759089 + Penalty 2705.566922 = -374008.192167
  nChanged 9
		SP:Iteration 49Q (45434.280000 sec): 3 clusters
  Score: Raw -376717.025640 + Penalty 2705.566922 = -374011.458718
  nChanged 12
		SP:Iteration 50Q (45434.460000 sec): 3 clusters
  Score: Raw -376720.805590 + Penalty 2705.566922 = -374015.238668
  nChanged 9
		SP:Iteration 51Q (45434.650000 sec): 3 clusters
  Score: Raw -376723.471115 + Penalty 2705.566922 = -374017.904193
  nChanged 8
		SP:Iteration 52Q (45434.830000 sec): 3 clusters
  Score: Raw -376725.677425 + Penalty 2705.566922 = -374020.110503
  nChanged 5
		SP:Iteration 53Q (45435.020000 sec): 3 clusters
  Score: Raw -376727.082780 + Penalty 2705.566922 = -374021.515858
  nChanged 5
		SP:Iteration 54Q (45435.170000 sec): 3 clusters
  Score: Raw -376728.315389 + Penalty 2705.566922 = -374022.748467
  nChanged 5
		SP:Iteration 55Q (45435.330000 sec): 3 clusters
  Score: Raw -376730.697590 + Penalty 2705.566922 = -374025.130667
  nChanged 10
		SP:Iteration 56Q (45435.510000 sec): 3 clusters
  Score: Raw -376733.632515 + Penalty 2705.566922 = -374028.065593
  nChanged 10
		SP:Iteration 57Q (45435.640000 sec): 3 clusters
  Score: Raw -376736.261642 + Penalty 2705.566922 = -374030.694720
  nChanged 8
		SP:Iteration 58Q (45435.840000 sec): 3 clusters
  Score: Raw -376739.149115 + Penalty 2705.566922 = -374033.582193
  nChanged 11
		SP:Iteration 59Q (45435.990000 sec): 3 clusters
  Score: Raw -376745.829368 + Penalty 2705.566922 = -374040.262446
  nChanged 16
		SP:Iteration 60F (45436.140000 sec): 3 clusters
  Score: Raw -376752.239557 + Penalty 2705.566922 = -374046.672635
  nChanged 10
		SP:Iteration 61Q (45436.380000 sec): 3 clusters
  Score: Raw -376755.495088 + Penalty 2705.566922 = -374049.928165
  nChanged 5
		SP:Iteration 62Q (45436.530000 sec): 3 clusters
  Score: Raw -376756.763043 + Penalty 2705.566922 = -374051.196121
  nChanged 2
		SP:Iteration 63Q (45436.770000 sec): 3 clusters
  Score: Raw -376757.466969 + Penalty 2705.566922 = -374051.900047
  nChanged 0
		SP:Iteration 64F (45436.910000 sec): 3 clusters
  Score: Raw -376757.466969 + Penalty 2705.566922 = -374051.900047
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45437.060000 sec): 2 clusters
  Score: Raw -436982.503806 + Penalty 1356.675863 = -435625.827944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45437.170000 sec): 3 clusters
  Score: Raw -434842.812949 + Penalty 2713.351725 = -432129.461223
  nChanged 1682
		SP:Iteration 1F (45437.330000 sec): 3 clusters
  Score: Raw -435773.583462 + Penalty 2713.351725 = -433060.231736
  nChanged 284
		SP:Iteration 2F (45437.490000 sec): 3 clusters
  Score: Raw -435908.282958 + Penalty 2713.351725 = -433194.931232
  nChanged 189
		SP:Iteration 3Q (45437.710000 sec): 3 clusters
  Score: Raw -435989.780251 + Penalty 2713.351725 = -433276.428526
  nChanged 140
		SP:Iteration 4Q (45437.860000 sec): 3 clusters
  Score: Raw -436043.465539 + Penalty 2713.351725 = -433330.113814
  nChanged 84
		SP:Iteration 5Q (45438.030000 sec): 3 clusters
  Score: Raw -436080.180138 + Penalty 2713.351725 = -433366.828413
  nChanged 82
		SP:Iteration 6Q (45438.240000 sec): 3 clusters
  Score: Raw -436106.742788 + Penalty 2713.351725 = -433393.391062
  nChanged 70
		SP:Iteration 7Q (45438.390000 sec): 3 clusters
  Score: Raw -436130.345832 + Penalty 2713.351725 = -433416.994106
  nChanged 73
		SP:Iteration 8Q (45438.570000 sec): 3 clusters
  Score: Raw -436153.833078 + Penalty 2713.351725 = -433440.481353
  nChanged 64
		SP:Iteration 9Q (45438.740000 sec): 3 clusters
  Score: Raw -436176.372606 + Penalty 2713.351725 = -433463.020881
  nChanged 69
		SP:Iteration 10Q (45438.930000 sec): 3 clusters
  Score: Raw -436199.704660 + Penalty 2713.351725 = -433486.352935
  nChanged 71
		SP:Iteration 11Q (45439.120000 sec): 3 clusters
  Score: Raw -436223.410452 + Penalty 2713.351725 = -433510.058727
  nChanged 65
		SP:Iteration 12Q (45439.280000 sec): 3 clusters
  Score: Raw -436245.921495 + Penalty 2713.351725 = -433532.569769
  nChanged 53
		SP:Iteration 13Q (45439.470000 sec): 3 clusters
  Score: Raw -436259.521719 + Penalty 2713.351725 = -433546.169994
  nChanged 45
		SP:Iteration 14Q (45439.730000 sec): 3 clusters
  Score: Raw -436272.357876 + Penalty 2713.351725 = -433559.006151
  nChanged 45
		SP:Iteration 15Q (45439.870000 sec): 3 clusters
  Score: Raw -436287.092657 + Penalty 2713.351725 = -433573.740931
  nChanged 49
		SP:Iteration 16Q (45440.040000 sec): 3 clusters
  Score: Raw -436302.890716 + Penalty 2713.351725 = -433589.538991
  nChanged 40
		SP:Iteration 17Q (45440.210000 sec): 3 clusters
  Score: Raw -436314.094354 + Penalty 2713.351725 = -433600.742629
  nChanged 41
		SP:Iteration 18Q (45440.430000 sec): 3 clusters
  Score: Raw -436326.636378 + Penalty 2713.351725 = -433613.284653
  nChanged 46
		SP:Iteration 19Q (45440.590000 sec): 3 clusters
  Score: Raw -436341.199847 + Penalty 2713.351725 = -433627.848121
  nChanged 47
		SP:Iteration 20F (45440.740000 sec): 3 clusters
  Score: Raw -436357.757137 + Penalty 2713.351725 = -433644.405412
  nChanged 54
		SP:Iteration 21Q (45440.900000 sec): 3 clusters
  Score: Raw -436378.693171 + Penalty 2713.351725 = -433665.341446
  nChanged 59
		SP:Iteration 22Q (45441.040000 sec): 3 clusters
  Score: Raw -436406.549112 + Penalty 2713.351725 = -433693.197387
  nChanged 76
		SP:Iteration 23Q (45441.190000 sec): 3 clusters
  Score: Raw -436439.176223 + Penalty 2713.351725 = -433725.824498
  nChanged 67
		SP:Iteration 24Q (45441.350000 sec): 3 clusters
  Score: Raw -436469.548171 + Penalty 2713.351725 = -433756.196446
  nChanged 78
		SP:Iteration 25Q (45441.510000 sec): 3 clusters
  Score: Raw -436505.984616 + Penalty 2713.351725 = -433792.632891
  nChanged 79
		SP:Iteration 26Q (45441.660000 sec): 3 clusters
  Score: Raw -436550.507997 + Penalty 2713.351725 = -433837.156271
  nChanged 61
		SP:Iteration 27Q (45441.820000 sec): 3 clusters
  Score: Raw -436583.555063 + Penalty 2713.351725 = -433870.203338
  nChanged 65
		SP:Iteration 28Q (45442.000000 sec): 3 clusters
  Score: Raw -436625.604910 + Penalty 2713.351725 = -433912.253184
  nChanged 70
		SP:Iteration 29Q (45442.190000 sec): 3 clusters
  Score: Raw -436662.565964 + Penalty 2713.351725 = -433949.214238
  nChanged 55
		SP:Iteration 30Q (45442.330000 sec): 3 clusters
  Score: Raw -436689.082566 + Penalty 2713.351725 = -433975.730840
  nChanged 49
		SP:Iteration 31Q (45442.500000 sec): 3 clusters
  Score: Raw -436710.432440 + Penalty 2713.351725 = -433997.080715
  nChanged 50
		SP:Iteration 32Q (45442.670000 sec): 3 clusters
  Score: Raw -436737.008298 + Penalty 2713.351725 = -434023.656572
  nChanged 52
		SP:Iteration 33Q (45442.840000 sec): 3 clusters
  Score: Raw -436763.859953 + Penalty 2713.351725 = -434050.508228
  nChanged 54
		SP:Iteration 34Q (45442.980000 sec): 3 clusters
  Score: Raw -436791.510093 + Penalty 2713.351725 = -434078.158367
  nChanged 51
		SP:Iteration 35Q (45443.150000 sec): 3 clusters
  Score: Raw -436815.843533 + Penalty 2713.351725 = -434102.491807
  nChanged 35
		SP:Iteration 36Q (45443.310000 sec): 3 clusters
  Score: Raw -436831.221949 + Penalty 2713.351725 = -434117.870224
  nChanged 24
		SP:Iteration 37Q (45443.500000 sec): 3 clusters
  Score: Raw -436840.211011 + Penalty 2713.351725 = -434126.859286
  nChanged 29
		SP:Iteration 38Q (45443.700000 sec): 3 clusters
  Score: Raw -436851.872298 + Penalty 2713.351725 = -434138.520573
  nChanged 34
		SP:Iteration 39Q (45443.870000 sec): 3 clusters
  Score: Raw -436866.254994 + Penalty 2713.351725 = -434152.903268
  nChanged 29
		SP:Iteration 40F (45444.050000 sec): 3 clusters
  Score: Raw -436883.377611 + Penalty 2713.351725 = -434170.025885
  nChanged 37
		SP:Iteration 41Q (45444.180000 sec): 3 clusters
  Score: Raw -436903.928098 + Penalty 2713.351725 = -434190.576372
  nChanged 29
		SP:Iteration 42Q (45444.370000 sec): 3 clusters
  Score: Raw -436921.350803 + Penalty 2713.351725 = -434207.999078
  nChanged 21
		SP:Iteration 43Q (45444.580000 sec): 3 clusters
  Score: Raw -436934.513996 + Penalty 2713.351725 = -434221.162271
  nChanged 24
		SP:Iteration 44Q (45444.720000 sec): 3 clusters
  Score: Raw -436951.480403 + Penalty 2713.351725 = -434238.128678
  nChanged 20
		SP:Iteration 45Q (45444.910000 sec): 3 clusters
  Score: Raw -436962.065609 + Penalty 2713.351725 = -434248.713883
  nChanged 24
		SP:Iteration 46Q (45445.100000 sec): 3 clusters
  Score: Raw -436977.207832 + Penalty 2713.351725 = -434263.856106
  nChanged 25
		SP:Iteration 47Q (45445.280000 sec): 3 clusters
  Score: Raw -436994.711328 + Penalty 2713.351725 = -434281.359602
  nChanged 21
		SP:Iteration 48Q (45445.470000 sec): 3 clusters
  Score: Raw -437011.235391 + Penalty 2713.351725 = -434297.883665
  nChanged 28
		SP:Iteration 49Q (45445.610000 sec): 3 clusters
  Score: Raw -437033.433823 + Penalty 2713.351725 = -434320.082098
  nChanged 21
		SP:Iteration 50Q (45445.790000 sec): 3 clusters
  Score: Raw -437048.273202 + Penalty 2713.351725 = -434334.921477
  nChanged 15
		SP:Iteration 51Q (45445.930000 sec): 3 clusters
  Score: Raw -437057.361354 + Penalty 2713.351725 = -434344.009628
  nChanged 12
		SP:Iteration 52Q (45446.110000 sec): 3 clusters
  Score: Raw -437064.668979 + Penalty 2713.351725 = -434351.317254
  nChanged 14
		SP:Iteration 53Q (45446.280000 sec): 3 clusters
  Score: Raw -437074.097489 + Penalty 2713.351725 = -434360.745763
  nChanged 13
		SP:Iteration 54Q (45446.460000 sec): 3 clusters
  Score: Raw -437082.803279 + Penalty 2713.351725 = -434369.451554
  nChanged 11
		SP:Iteration 55Q (45446.640000 sec): 3 clusters
  Score: Raw -437092.632791 + Penalty 2713.351725 = -434379.281066
  nChanged 14
		SP:Iteration 56Q (45446.790000 sec): 3 clusters
  Score: Raw -437105.443872 + Penalty 2713.351725 = -434392.092146
  nChanged 17
		SP:Iteration 57Q (45446.950000 sec): 3 clusters
  Score: Raw -437120.739922 + Penalty 2713.351725 = -434407.388196
  nChanged 12
		SP:Iteration 58Q (45447.120000 sec): 3 clusters
  Score: Raw -437131.515798 + Penalty 2713.351725 = -434418.164073
  nChanged 11
		SP:Iteration 59Q (45447.300000 sec): 3 clusters
  Score: Raw -437139.334522 + Penalty 2713.351725 = -434425.982797
  nChanged 10
		SP:Iteration 60F (45447.440000 sec): 3 clusters
  Score: Raw -437146.732761 + Penalty 2713.351725 = -434433.381035
  nChanged 8
		SP:Iteration 61Q (45447.620000 sec): 3 clusters
  Score: Raw -437154.809609 + Penalty 2713.351725 = -434441.457884
  nChanged 7
		SP:Iteration 62Q (45447.730000 sec): 3 clusters
  Score: Raw -437159.949094 + Penalty 2713.351725 = -434446.597368
  nChanged 6
		SP:Iteration 63Q (45447.890000 sec): 3 clusters
  Score: Raw -437161.780908 + Penalty 2713.351725 = -434448.429182
  nChanged 1
		SP:Iteration 64Q (45448.060000 sec): 3 clusters
  Score: Raw -437162.860600 + Penalty 2713.351725 = -434449.508875
  nChanged 1
		SP:Iteration 65Q (45448.210000 sec): 3 clusters
  Score: Raw -437163.327230 + Penalty 2713.351725 = -434449.975505
  nChanged 1
		SP:Iteration 66Q (45448.350000 sec): 3 clusters
  Score: Raw -437164.005941 + Penalty 2713.351725 = -434450.654216
  nChanged 2
		SP:Iteration 67Q (45448.550000 sec): 3 clusters
  Score: Raw -437165.057799 + Penalty 2713.351725 = -434451.706074
  nChanged 3
		SP:Iteration 68Q (45448.720000 sec): 3 clusters
  Score: Raw -437167.003325 + Penalty 2713.351725 = -434453.651600
  nChanged 2
		SP:Iteration 69Q (45448.880000 sec): 3 clusters
  Score: Raw -437168.696599 + Penalty 2713.351725 = -434455.344874
  nChanged 4
		SP:Iteration 70Q (45449.080000 sec): 3 clusters
  Score: Raw -437172.318511 + Penalty 2713.351725 = -434458.966785
  nChanged 3
		SP:Iteration 71Q (45449.270000 sec): 3 clusters
  Score: Raw -437174.944972 + Penalty 2713.351725 = -434461.593246
  nChanged 3
		SP:Iteration 72Q (45449.430000 sec): 3 clusters
  Score: Raw -437177.716923 + Penalty 2713.351725 = -434464.365198
  nChanged 2
		SP:Iteration 73Q (45449.630000 sec): 3 clusters
  Score: Raw -437178.409727 + Penalty 2713.351725 = -434465.058002
  nChanged 0
		SP:Iteration 74F (45449.850000 sec): 3 clusters
  Score: Raw -437178.409727 + Penalty 2713.351725 = -434465.058002
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4543 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45449.920000 sec): 2 clusters
  Score: Raw -435654.659986 + Penalty 1368.468216 = -434286.191770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45450.070000 sec): 3 clusters
  Score: Raw -433339.905745 + Penalty 2736.936431 = -430602.969314
  nChanged 1847
		SP:Iteration 1F (45450.250000 sec): 3 clusters
  Score: Raw -434462.064646 + Penalty 2736.936431 = -431725.128214
  nChanged 393
		SP:Iteration 2F (45450.430000 sec): 3 clusters
  Score: Raw -434797.079675 + Penalty 2736.936431 = -432060.143243
  nChanged 323
		SP:Iteration 3F (45450.620000 sec): 3 clusters
  Score: Raw -435100.087787 + Penalty 2736.936431 = -432363.151356
  nChanged 308
		SP:Iteration 4F (45450.760000 sec): 3 clusters
  Score: Raw -435360.701096 + Penalty 2736.936431 = -432623.764664
  nChanged 261
		SP:Iteration 5F (45450.910000 sec): 3 clusters
  Score: Raw -435570.975952 + Penalty 2736.936431 = -432834.039521
  nChanged 203
		SP:Iteration 6Q (45451.030000 sec): 3 clusters
  Score: Raw -435728.404445 + Penalty 2736.936431 = -432991.468014
  nChanged 160
		SP:Iteration 7Q (45451.180000 sec): 3 clusters
  Score: Raw -435861.963074 + Penalty 2736.936431 = -433125.026642
  nChanged 151
		SP:Iteration 8Q (45451.310000 sec): 3 clusters
  Score: Raw -435960.478522 + Penalty 2736.936431 = -433223.542090
  nChanged 101
		SP:Iteration 9Q (45451.470000 sec): 3 clusters
  Score: Raw -436009.210261 + Penalty 2736.936431 = -433272.273830
  nChanged 77
		SP:Iteration 10Q (45451.680000 sec): 3 clusters
  Score: Raw -436057.276024 + Penalty 2736.936431 = -433320.339593
  nChanged 71
		SP:Iteration 11Q (45451.830000 sec): 3 clusters
  Score: Raw -436095.831766 + Penalty 2736.936431 = -433358.895335
  nChanged 56
		SP:Iteration 12Q (45452.030000 sec): 3 clusters
  Score: Raw -436124.571801 + Penalty 2736.936431 = -433387.635369
  nChanged 43
		SP:Iteration 13Q (45452.220000 sec): 3 clusters
  Score: Raw -436144.074755 + Penalty 2736.936431 = -433407.138323
  nChanged 48
		SP:Iteration 14Q (45452.400000 sec): 3 clusters
  Score: Raw -436162.782148 + Penalty 2736.936431 = -433425.845717
  nChanged 31
		SP:Iteration 15Q (45452.590000 sec): 3 clusters
  Score: Raw -436173.954207 + Penalty 2736.936431 = -433437.017775
  nChanged 22
		SP:Iteration 16Q (45452.750000 sec): 3 clusters
  Score: Raw -436183.510321 + Penalty 2736.936431 = -433446.573890
  nChanged 23
		SP:Iteration 17Q (45452.890000 sec): 3 clusters
  Score: Raw -436191.502337 + Penalty 2736.936431 = -433454.565906
  nChanged 20
		SP:Iteration 18Q (45453.070000 sec): 3 clusters
  Score: Raw -436196.816593 + Penalty 2736.936431 = -433459.880162
  nChanged 16
		SP:Iteration 19Q (45453.210000 sec): 3 clusters
  Score: Raw -436201.612786 + Penalty 2736.936431 = -433464.676355
  nChanged 16
		SP:Iteration 20F (45453.380000 sec): 3 clusters
  Score: Raw -436206.282303 + Penalty 2736.936431 = -433469.345871
  nChanged 12
		SP:Iteration 21Q (45453.480000 sec): 3 clusters
  Score: Raw -436208.184041 + Penalty 2736.936431 = -433471.247609
  nChanged 8
		SP:Iteration 22Q (45453.650000 sec): 3 clusters
  Score: Raw -436209.503941 + Penalty 2736.936431 = -433472.567510
  nChanged 9
		SP:Iteration 23Q (45453.830000 sec): 3 clusters
  Score: Raw -436211.547550 + Penalty 2736.936431 = -433474.611119
  nChanged 13
		SP:Iteration 24Q (45454.020000 sec): 3 clusters
  Score: Raw -436214.461336 + Penalty 2736.936431 = -433477.524905
  nChanged 11
		SP:Iteration 25Q (45454.160000 sec): 3 clusters
  Score: Raw -436216.931514 + Penalty 2736.936431 = -433479.995083
  nChanged 12
		SP:Iteration 26Q (45454.320000 sec): 3 clusters
  Score: Raw -436219.883130 + Penalty 2736.936431 = -433482.946699
  nChanged 11
		SP:Iteration 27Q (45454.510000 sec): 3 clusters
  Score: Raw -436222.756458 + Penalty 2736.936431 = -433485.820027
  nChanged 9
		SP:Iteration 28Q (45454.690000 sec): 3 clusters
  Score: Raw -436225.443052 + Penalty 2736.936431 = -433488.506620
  nChanged 13
		SP:Iteration 29Q (45454.850000 sec): 3 clusters
  Score: Raw -436229.511864 + Penalty 2736.936431 = -433492.575433
  nChanged 12
		SP:Iteration 30Q (45454.990000 sec): 3 clusters
  Score: Raw -436232.235707 + Penalty 2736.936431 = -433495.299276
  nChanged 16
		SP:Iteration 31Q (45455.170000 sec): 3 clusters
  Score: Raw -436235.972140 + Penalty 2736.936431 = -433499.035708
  nChanged 17
		SP:Iteration 32Q (45455.370000 sec): 3 clusters
  Score: Raw -436241.627273 + Penalty 2736.936431 = -433504.690842
  nChanged 19
		SP:Iteration 33Q (45455.520000 sec): 3 clusters
  Score: Raw -436250.617274 + Penalty 2736.936431 = -433513.680842
  nChanged 27
		SP:Iteration 34Q (45455.710000 sec): 3 clusters
  Score: Raw -436262.204492 + Penalty 2736.936431 = -433525.268060
  nChanged 33
		SP:Iteration 35Q (45455.890000 sec): 3 clusters
  Score: Raw -436276.893337 + Penalty 2736.936431 = -433539.956906
  nChanged 37
		SP:Iteration 36Q (45456.080000 sec): 3 clusters
  Score: Raw -436295.753504 + Penalty 2736.936431 = -433558.817072
  nChanged 45
		SP:Iteration 37Q (45456.230000 sec): 3 clusters
  Score: Raw -436319.048516 + Penalty 2736.936431 = -433582.112085
  nChanged 54
		SP:Iteration 38Q (45456.420000 sec): 3 clusters
  Score: Raw -436348.056703 + Penalty 2736.936431 = -433611.120271
  nChanged 53
		SP:Iteration 39Q (45456.610000 sec): 3 clusters
  Score: Raw -436377.913996 + Penalty 2736.936431 = -433640.977564
  nChanged 45
		SP:Iteration 40F (45456.760000 sec): 3 clusters
  Score: Raw -436406.081602 + Penalty 2736.936431 = -433669.145171
  nChanged 47
		SP:Iteration 41Q (45456.940000 sec): 3 clusters
  Score: Raw -436435.397931 + Penalty 2736.936431 = -433698.461500
  nChanged 38
		SP:Iteration 42Q (45457.050000 sec): 3 clusters
  Score: Raw -436464.088271 + Penalty 2736.936431 = -433727.151840
  nChanged 36
		SP:Iteration 43Q (45457.220000 sec): 3 clusters
  Score: Raw -436483.201439 + Penalty 2736.936431 = -433746.265007
  nChanged 28
		SP:Iteration 44Q (45457.410000 sec): 3 clusters
  Score: Raw -436496.897177 + Penalty 2736.936431 = -433759.960745
  nChanged 19
		SP:Iteration 45Q (45457.590000 sec): 3 clusters
  Score: Raw -436506.034131 + Penalty 2736.936431 = -433769.097700
  nChanged 16
		SP:Iteration 46Q (45457.770000 sec): 3 clusters
  Score: Raw -436512.379155 + Penalty 2736.936431 = -433775.442723
  nChanged 17
		SP:Iteration 47Q (45457.960000 sec): 3 clusters
  Score: Raw -436519.370302 + Penalty 2736.936431 = -433782.433871
  nChanged 7
		SP:Iteration 48Q (45458.150000 sec): 3 clusters
  Score: Raw -436521.945232 + Penalty 2736.936431 = -433785.008800
  nChanged 2
		SP:Iteration 49Q (45458.360000 sec): 3 clusters
  Score: Raw -436522.459477 + Penalty 2736.936431 = -433785.523045
  nChanged 2
		SP:Iteration 50Q (45458.550000 sec): 3 clusters
  Score: Raw -436522.936823 + Penalty 2736.936431 = -433786.000392
  nChanged 2
		SP:Iteration 51Q (45458.690000 sec): 3 clusters
  Score: Raw -436523.406043 + Penalty 2736.936431 = -433786.469612
  nChanged 1
		SP:Iteration 52Q (45458.870000 sec): 3 clusters
  Score: Raw -436523.718980 + Penalty 2736.936431 = -433786.782549
  nChanged 3
		SP:Iteration 53Q (45459.060000 sec): 3 clusters
  Score: Raw -436524.419566 + Penalty 2736.936431 = -433787.483134
  nChanged 1
		SP:Iteration 54Q (45459.310000 sec): 3 clusters
  Score: Raw -436524.587242 + Penalty 2736.936431 = -433787.650811
  nChanged 0
		SP:Iteration 55F (45459.470000 sec): 3 clusters
  Score: Raw -436524.587242 + Penalty 2736.936431 = -433787.650811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45459.590000 sec): 2 clusters
  Score: Raw -1085375.176385 + Penalty 1508.553303 = -1083866.623081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45459.790000 sec): 3 clusters
  Score: Raw -1079199.645522 + Penalty 3017.106606 = -1076182.538916
  nChanged 4687
		SP:Iteration 1F (45459.990000 sec): 3 clusters
  Score: Raw -1081772.054441 + Penalty 3017.106606 = -1078754.947835
  nChanged 585
		SP:Iteration 2F (45460.190000 sec): 3 clusters
  Score: Raw -1082013.284179 + Penalty 3017.106606 = -1078996.177572
  nChanged 540
		SP:Iteration 3F (45460.390000 sec): 3 clusters
  Score: Raw -1082225.812645 + Penalty 3017.106606 = -1079208.706038
  nChanged 503
		SP:Iteration 4Q (45460.630000 sec): 3 clusters
  Score: Raw -1082446.761177 + Penalty 3017.106606 = -1079429.654571
  nChanged 491
		SP:Iteration 5Q (45460.790000 sec): 3 clusters
  Score: Raw -1082663.020898 + Penalty 3017.106606 = -1079645.914292
  nChanged 504
		SP:Iteration 6Q (45461.000000 sec): 3 clusters
  Score: Raw -1082909.471828 + Penalty 3017.106606 = -1079892.365222
  nChanged 475
		SP:Iteration 7Q (45461.170000 sec): 3 clusters
  Score: Raw -1083173.939309 + Penalty 3017.106606 = -1080156.832702
  nChanged 522
		SP:Iteration 8Q (45461.420000 sec): 3 clusters
  Score: Raw -1083497.830279 + Penalty 3017.106606 = -1080480.723673
  nChanged 502
		SP:Iteration 9Q (45461.620000 sec): 3 clusters
  Score: Raw -1083839.709006 + Penalty 3017.106606 = -1080822.602400
  nChanged 514
		SP:Iteration 10Q (45461.840000 sec): 3 clusters
  Score: Raw -1084229.185751 + Penalty 3017.106606 = -1081212.079144
  nChanged 489
		SP:Iteration 11Q (45462.040000 sec): 3 clusters
  Score: Raw -1084630.577638 + Penalty 3017.106606 = -1081613.471031
  nChanged 378
		SP:Iteration 12Q (45462.210000 sec): 3 clusters
  Score: Raw -1084935.478730 + Penalty 3017.106606 = -1081918.372124
  nChanged 290
		SP:Iteration 13Q (45462.470000 sec): 3 clusters
  Score: Raw -1085157.401076 + Penalty 3017.106606 = -1082140.294470
  nChanged 191
		SP:Iteration 14Q (45462.660000 sec): 3 clusters
  Score: Raw -1085307.124662 + Penalty 3017.106606 = -1082290.018056
  nChanged 123
		SP:Iteration 15Q (45462.780000 sec): 3 clusters
  Score: Raw -1085403.165999 + Penalty 3017.106606 = -1082386.059392
  nChanged 78
		SP:Iteration 16Q (45463.040000 sec): 3 clusters
  Score: Raw -1085467.368963 + Penalty 3017.106606 = -1082450.262357
  nChanged 57
		SP:Iteration 17Q (45463.190000 sec): 3 clusters
  Score: Raw -1085511.537537 + Penalty 3017.106606 = -1082494.430931
  nChanged 32
		SP:Iteration 18Q (45463.350000 sec): 3 clusters
  Score: Raw -1085535.993830 + Penalty 3017.106606 = -1082518.887224
  nChanged 26
		SP:Iteration 19Q (45463.560000 sec): 3 clusters
  Score: Raw -1085555.786794 + Penalty 3017.106606 = -1082538.680187
  nChanged 13
		SP:Iteration 20F (45463.780000 sec): 3 clusters
  Score: Raw -1085566.019446 + Penalty 3017.106606 = -1082548.912839
  nChanged 11
		SP:Iteration 21Q (45463.980000 sec): 3 clusters
  Score: Raw -1085573.946149 + Penalty 3017.106606 = -1082556.839543
  nChanged 12
		SP:Iteration 22Q (45464.160000 sec): 3 clusters
  Score: Raw -1085581.625359 + Penalty 3017.106606 = -1082564.518752
  nChanged 10
		SP:Iteration 23Q (45464.380000 sec): 3 clusters
  Score: Raw -1085590.799829 + Penalty 3017.106606 = -1082573.693222
  nChanged 8
		SP:Iteration 24Q (45464.600000 sec): 3 clusters
  Score: Raw -1085597.963138 + Penalty 3017.106606 = -1082580.856531
  nChanged 8
		SP:Iteration 25Q (45464.790000 sec): 3 clusters
  Score: Raw -1085605.671335 + Penalty 3017.106606 = -1082588.564728
  nChanged 7
		SP:Iteration 26Q (45464.990000 sec): 3 clusters
  Score: Raw -1085610.732861 + Penalty 3017.106606 = -1082593.626254
  nChanged 7
		SP:Iteration 27Q (45465.250000 sec): 3 clusters
  Score: Raw -1085619.806570 + Penalty 3017.106606 = -1082602.699964
  nChanged 4
		SP:Iteration 28Q (45465.440000 sec): 3 clusters
  Score: Raw -1085624.153406 + Penalty 3017.106606 = -1082607.046799
  nChanged 5
		SP:Iteration 29Q (45465.600000 sec): 3 clusters
  Score: Raw -1085629.005242 + Penalty 3017.106606 = -1082611.898635
  nChanged 4
		SP:Iteration 30Q (45465.810000 sec): 3 clusters
  Score: Raw -1085632.710871 + Penalty 3017.106606 = -1082615.604264
  nChanged 3
		SP:Iteration 31Q (45465.990000 sec): 3 clusters
  Score: Raw -1085635.544367 + Penalty 3017.106606 = -1082618.437760
  nChanged 2
		SP:Iteration 32Q (45466.140000 sec): 3 clusters
  Score: Raw -1085637.182295 + Penalty 3017.106606 = -1082620.075688
  nChanged 1
		SP:Iteration 33Q (45466.330000 sec): 3 clusters
  Score: Raw -1085638.289595 + Penalty 3017.106606 = -1082621.182989
  nChanged 1
		SP:Iteration 34Q (45466.520000 sec): 3 clusters
  Score: Raw -1085638.927678 + Penalty 3017.106606 = -1082621.821072
  nChanged 0
		SP:Iteration 35F (45466.670000 sec): 3 clusters
  Score: Raw -1085638.927678 + Penalty 3017.106606 = -1082621.821072
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45466.770000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45466.860000 sec): 3 clusters
  Score: Raw -53967.121069 + Penalty 2038.685027 = -51928.436042
  nChanged 130
		SP:Iteration 1F (45467.060000 sec): 3 clusters
  Score: Raw -54156.625199 + Penalty 2038.685027 = -52117.940172
  nChanged 34
		SP:Iteration 2F (45467.240000 sec): 3 clusters
  Score: Raw -54230.708689 + Penalty 2038.685027 = -52192.023662
  nChanged 17
		SP:Iteration 3Q (45467.400000 sec): 3 clusters
  Score: Raw -54252.975137 + Penalty 2038.685027 = -52214.290110
  nChanged 9
		SP:Iteration 4Q (45467.520000 sec): 3 clusters
  Score: Raw -54269.804665 + Penalty 2038.685027 = -52231.119637
  nChanged 9
		SP:Iteration 5Q (45467.690000 sec): 3 clusters
  Score: Raw -54280.939756 + Penalty 2038.685027 = -52242.254729
  nChanged 7
		SP:Iteration 6Q (45467.860000 sec): 3 clusters
  Score: Raw -54290.564639 + Penalty 2038.685027 = -52251.879612
  nChanged 10
		SP:Iteration 7Q (45468.060000 sec): 3 clusters
  Score: Raw -54304.157100 + Penalty 2038.685027 = -52265.472073
  nChanged 9
		SP:Iteration 8Q (45468.180000 sec): 3 clusters
  Score: Raw -54317.063120 + Penalty 2038.685027 = -52278.378093
  nChanged 7
		SP:Iteration 9Q (45468.350000 sec): 3 clusters
  Score: Raw -54326.046380 + Penalty 2038.685027 = -52287.361353
  nChanged 4
		SP:Iteration 10Q (45468.510000 sec): 3 clusters
  Score: Raw -54330.544757 + Penalty 2038.685027 = -52291.859730
  nChanged 2
		SP:Iteration 11Q (45468.700000 sec): 3 clusters
  Score: Raw -54332.223095 + Penalty 2038.685027 = -52293.538068
  nChanged 1
		SP:Iteration 12Q (45468.890000 sec): 3 clusters
  Score: Raw -54333.454701 + Penalty 2038.685027 = -52294.769674
  nChanged 0
		SP:Iteration 13F (45469.020000 sec): 3 clusters
  Score: Raw -54333.454701 + Penalty 2038.685027 = -52294.769674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45469.120000 sec): 2 clusters
  Score: Raw -228211.002641 + Penalty 1253.272123 = -226957.730517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45469.240000 sec): 3 clusters
  Score: Raw -227229.200584 + Penalty 2506.544246 = -224722.656338
  nChanged 788
		SP:Iteration 1F (45469.410000 sec): 3 clusters
  Score: Raw -227781.231868 + Penalty 2506.544246 = -225274.687622
  nChanged 192
		SP:Iteration 2F (45469.570000 sec): 3 clusters
  Score: Raw -227940.470310 + Penalty 2506.544246 = -225433.926064
  nChanged 127
		SP:Iteration 3F (45469.690000 sec): 3 clusters
  Score: Raw -228034.699220 + Penalty 2506.544246 = -225528.154974
  nChanged 93
		SP:Iteration 4Q (45469.880000 sec): 3 clusters
  Score: Raw -228122.098437 + Penalty 2506.544246 = -225615.554191
  nChanged 98
		SP:Iteration 5Q (45470.050000 sec): 3 clusters
  Score: Raw -228199.653861 + Penalty 2506.544246 = -225693.109615
  nChanged 75
		SP:Iteration 6Q (45470.180000 sec): 3 clusters
  Score: Raw -228257.161985 + Penalty 2506.544246 = -225750.617738
  nChanged 67
		SP:Iteration 7Q (45470.320000 sec): 3 clusters
  Score: Raw -228298.562060 + Penalty 2506.544246 = -225792.017813
  nChanged 46
		SP:Iteration 8Q (45470.470000 sec): 3 clusters
  Score: Raw -228324.689471 + Penalty 2506.544246 = -225818.145224
  nChanged 37
		SP:Iteration 9Q (45470.640000 sec): 3 clusters
  Score: Raw -228351.353377 + Penalty 2506.544246 = -225844.809131
  nChanged 24
		SP:Iteration 10Q (45470.840000 sec): 3 clusters
  Score: Raw -228362.565119 + Penalty 2506.544246 = -225856.020873
  nChanged 13
		SP:Iteration 11Q (45471.000000 sec): 3 clusters
  Score: Raw -228369.068053 + Penalty 2506.544246 = -225862.523807
  nChanged 8
		SP:Iteration 12Q (45471.190000 sec): 3 clusters
  Score: Raw -228371.951737 + Penalty 2506.544246 = -225865.407490
  nChanged 10
		SP:Iteration 13Q (45471.370000 sec): 3 clusters
  Score: Raw -228376.814609 + Penalty 2506.544246 = -225870.270362
  nChanged 9
		SP:Iteration 14Q (45471.500000 sec): 3 clusters
  Score: Raw -228381.060712 + Penalty 2506.544246 = -225874.516466
  nChanged 6
		SP:Iteration 15Q (45471.640000 sec): 3 clusters
  Score: Raw -228385.347907 + Penalty 2506.544246 = -225878.803661
  nChanged 9
		SP:Iteration 16Q (45471.780000 sec): 3 clusters
  Score: Raw -228389.911894 + Penalty 2506.544246 = -225883.367648
  nChanged 10
		SP:Iteration 17Q (45471.950000 sec): 3 clusters
  Score: Raw -228393.564097 + Penalty 2506.544246 = -225887.019851
  nChanged 5
		SP:Iteration 18Q (45472.130000 sec): 3 clusters
  Score: Raw -228395.231849 + Penalty 2506.544246 = -225888.687603
  nChanged 1
		SP:Iteration 19Q (45472.270000 sec): 3 clusters
  Score: Raw -228395.827979 + Penalty 2506.544246 = -225889.283733
  nChanged 3
		SP:Iteration 20F (45472.420000 sec): 3 clusters
  Score: Raw -228397.231965 + Penalty 2506.544246 = -225890.687718
  nChanged 2
		SP:Iteration 21Q (45472.600000 sec): 3 clusters
  Score: Raw -228398.750852 + Penalty 2506.544246 = -225892.206606
  nChanged 2
		SP:Iteration 22Q (45472.760000 sec): 3 clusters
  Score: Raw -228399.661950 + Penalty 2506.544246 = -225893.117704
  nChanged 1
		SP:Iteration 23Q (45472.920000 sec): 3 clusters
  Score: Raw -228400.683431 + Penalty 2506.544246 = -225894.139184
  nChanged 2
		SP:Iteration 24Q (45473.090000 sec): 3 clusters
  Score: Raw -228403.386981 + Penalty 2506.544246 = -225896.842735
  nChanged 3
		SP:Iteration 25Q (45473.260000 sec): 3 clusters
  Score: Raw -228407.068532 + Penalty 2506.544246 = -225900.524285
  nChanged 5
		SP:Iteration 26Q (45473.420000 sec): 3 clusters
  Score: Raw -228410.320054 + Penalty 2506.544246 = -225903.775808
  nChanged 4
		SP:Iteration 27Q (45473.560000 sec): 3 clusters
  Score: Raw -228412.037412 + Penalty 2506.544246 = -225905.493166
  nChanged 3
		SP:Iteration 28Q (45473.700000 sec): 3 clusters
  Score: Raw -228414.004379 + Penalty 2506.544246 = -225907.460133
  nChanged 2
		SP:Iteration 29Q (45473.870000 sec): 3 clusters
  Score: Raw -228415.283537 + Penalty 2506.544246 = -225908.739291
  nChanged 3
		SP:Iteration 30Q (45474.030000 sec): 3 clusters
  Score: Raw -228416.766874 + Penalty 2506.544246 = -225910.222628
  nChanged 2
		SP:Iteration 31Q (45474.240000 sec): 3 clusters
  Score: Raw -228417.464490 + Penalty 2506.544246 = -225910.920244
  nChanged 2
		SP:Iteration 32Q (45474.360000 sec): 3 clusters
  Score: Raw -228418.893678 + Penalty 2506.544246 = -225912.349432
  nChanged 3
		SP:Iteration 33Q (45474.540000 sec): 3 clusters
  Score: Raw -228419.932814 + Penalty 2506.544246 = -225913.388568
  nChanged 2
		SP:Iteration 34Q (45474.700000 sec): 3 clusters
  Score: Raw -228421.310929 + Penalty 2506.544246 = -225914.766683
  nChanged 2
		SP:Iteration 35Q (45474.860000 sec): 3 clusters
  Score: Raw -228421.945463 + Penalty 2506.544246 = -225915.401216
  nChanged 1
		SP:Iteration 36Q (45474.990000 sec): 3 clusters
  Score: Raw -228422.238220 + Penalty 2506.544246 = -225915.693973
  nChanged 0
		SP:Iteration 37F (45475.160000 sec): 3 clusters
  Score: Raw -228422.238220 + Penalty 2506.544246 = -225915.693973
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45475.240000 sec): 2 clusters
  Score: Raw -213619.281342 + Penalty 1243.924020 = -212375.357322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45475.400000 sec): 3 clusters
  Score: Raw -212694.913940 + Penalty 2487.848041 = -210207.065899
  nChanged 744
		SP:Iteration 1F (45475.560000 sec): 3 clusters
  Score: Raw -213269.206945 + Penalty 2487.848041 = -210781.358905
  nChanged 200
		SP:Iteration 2F (45475.710000 sec): 3 clusters
  Score: Raw -213477.018248 + Penalty 2487.848041 = -210989.170207
  nChanged 135
		SP:Iteration 3F (45475.870000 sec): 3 clusters
  Score: Raw -213598.957603 + Penalty 2487.848041 = -211111.109563
  nChanged 92
		SP:Iteration 4Q (45476.040000 sec): 3 clusters
  Score: Raw -213693.643938 + Penalty 2487.848041 = -211205.795898
  nChanged 89
		SP:Iteration 5Q (45476.230000 sec): 3 clusters
  Score: Raw -213769.932169 + Penalty 2487.848041 = -211282.084128
  nChanged 72
		SP:Iteration 6Q (45476.420000 sec): 3 clusters
  Score: Raw -213838.711386 + Penalty 2487.848041 = -211350.863345
  nChanged 76
		SP:Iteration 7Q (45476.600000 sec): 3 clusters
  Score: Raw -213915.359919 + Penalty 2487.848041 = -211427.511878
  nChanged 60
		SP:Iteration 8Q (45476.770000 sec): 3 clusters
  Score: Raw -213955.904514 + Penalty 2487.848041 = -211468.056474
  nChanged 33
		SP:Iteration 9Q (45476.920000 sec): 3 clusters
  Score: Raw -213977.373760 + Penalty 2487.848041 = -211489.525719
  nChanged 36
		SP:Iteration 10Q (45477.100000 sec): 3 clusters
  Score: Raw -214000.118621 + Penalty 2487.848041 = -211512.270580
  nChanged 23
		SP:Iteration 11Q (45477.300000 sec): 3 clusters
  Score: Raw -214015.126483 + Penalty 2487.848041 = -211527.278443
  nChanged 26
		SP:Iteration 12Q (45477.420000 sec): 3 clusters
  Score: Raw -214035.375538 + Penalty 2487.848041 = -211547.527498
  nChanged 29
		SP:Iteration 13Q (45477.590000 sec): 3 clusters
  Score: Raw -214058.782905 + Penalty 2487.848041 = -211570.934864
  nChanged 30
		SP:Iteration 14Q (45477.720000 sec): 3 clusters
  Score: Raw -214088.875137 + Penalty 2487.848041 = -211601.027097
  nChanged 36
		SP:Iteration 15Q (45477.880000 sec): 3 clusters
  Score: Raw -214138.476882 + Penalty 2487.848041 = -211650.628842
  nChanged 36
		SP:Iteration 16Q (45478.060000 sec): 3 clusters
  Score: Raw -214190.580256 + Penalty 2487.848041 = -211702.732215
  nChanged 37
		SP:Iteration 17Q (45478.240000 sec): 3 clusters
  Score: Raw -214226.938837 + Penalty 2487.848041 = -211739.090796
  nChanged 27
		SP:Iteration 18Q (45478.390000 sec): 3 clusters
  Score: Raw -214245.425202 + Penalty 2487.848041 = -211757.577161
  nChanged 20
		SP:Iteration 19Q (45478.580000 sec): 3 clusters
  Score: Raw -214261.607628 + Penalty 2487.848041 = -211773.759587
  nChanged 18
		SP:Iteration 20F (45478.700000 sec): 3 clusters
  Score: Raw -214273.830483 + Penalty 2487.848041 = -211785.982442
  nChanged 14
		SP:Iteration 21Q (45478.870000 sec): 3 clusters
  Score: Raw -214281.033345 + Penalty 2487.848041 = -211793.185305
  nChanged 6
		SP:Iteration 22Q (45479.020000 sec): 3 clusters
  Score: Raw -214283.655371 + Penalty 2487.848041 = -211795.807331
  nChanged 4
		SP:Iteration 23Q (45479.190000 sec): 3 clusters
  Score: Raw -214284.698547 + Penalty 2487.848041 = -211796.850506
  nChanged 3
		SP:Iteration 24Q (45479.380000 sec): 3 clusters
  Score: Raw -214286.865852 + Penalty 2487.848041 = -211799.017812
  nChanged 3
		SP:Iteration 25Q (45479.510000 sec): 3 clusters
  Score: Raw -214288.765812 + Penalty 2487.848041 = -211800.917772
  nChanged 1
		SP:Iteration 26Q (45479.660000 sec): 3 clusters
  Score: Raw -214290.425258 + Penalty 2487.848041 = -211802.577217
  nChanged 1
		SP:Iteration 27Q (45479.840000 sec): 3 clusters
  Score: Raw -214291.486391 + Penalty 2487.848041 = -211803.638351
  nChanged 1
		SP:Iteration 28Q (45480.030000 sec): 3 clusters
  Score: Raw -214291.637851 + Penalty 2487.848041 = -211803.789811
  nChanged 0
		SP:Iteration 29F (45480.140000 sec): 3 clusters
  Score: Raw -214291.637851 + Penalty 2487.848041 = -211803.789811
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45480.240000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45480.370000 sec): 3 clusters
  Score: Raw -47079.639022 + Penalty 1977.462309 = -45102.176713
  nChanged 83
		SP:Iteration 1F (45480.510000 sec): 3 clusters
  Score: Raw -47214.160260 + Penalty 1977.462309 = -45236.697951
  nChanged 26
		SP:Iteration 2F (45480.700000 sec): 3 clusters
  Score: Raw -47255.766525 + Penalty 1977.462309 = -45278.304216
  nChanged 15
		SP:Iteration 3Q (45480.830000 sec): 3 clusters
  Score: Raw -47283.235186 + Penalty 1977.462309 = -45305.772877
  nChanged 6
		SP:Iteration 4Q (45480.980000 sec): 3 clusters
  Score: Raw -47290.553378 + Penalty 1977.462309 = -45313.091068
  nChanged 5
		SP:Iteration 5Q (45481.180000 sec): 3 clusters
  Score: Raw -47298.344584 + Penalty 1977.462309 = -45320.882275
  nChanged 2
		SP:Iteration 6Q (45481.340000 sec): 3 clusters
  Score: Raw -47302.857486 + Penalty 1977.462309 = -45325.395176
  nChanged 2
		SP:Iteration 7Q (45481.540000 sec): 3 clusters
  Score: Raw -47307.336188 + Penalty 1977.462309 = -45329.873878
  nChanged 1
		SP:Iteration 8Q (45481.710000 sec): 3 clusters
  Score: Raw -47307.918803 + Penalty 1977.462309 = -45330.456493
  nChanged 0
		SP:Iteration 9F (45481.840000 sec): 3 clusters
  Score: Raw -47307.918803 + Penalty 1977.462309 = -45330.456493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45481.940000 sec): 2 clusters
  Score: Raw -73071.025905 + Penalty 1102.290345 = -71968.735560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45482.040000 sec): 3 clusters
  Score: Raw -72885.562277 + Penalty 2204.580690 = -70680.981587
  nChanged 242
		SP:Iteration 1F (45482.180000 sec): 3 clusters
  Score: Raw -73239.129512 + Penalty 2204.580690 = -71034.548822
  nChanged 84
		SP:Iteration 2F (45482.300000 sec): 3 clusters
  Score: Raw -73355.359670 + Penalty 2204.580690 = -71150.778980
  nChanged 51
		SP:Iteration 3F (45482.410000 sec): 3 clusters
  Score: Raw -73446.564630 + Penalty 2204.580690 = -71241.983940
  nChanged 43
		SP:Iteration 4Q (45482.580000 sec): 3 clusters
  Score: Raw -73544.641001 + Penalty 2204.580690 = -71340.060310
  nChanged 37
		SP:Iteration 5Q (45482.760000 sec): 3 clusters
  Score: Raw -73603.735076 + Penalty 2204.580690 = -71399.154386
  nChanged 39
		SP:Iteration 6Q (45482.910000 sec): 3 clusters
  Score: Raw -73675.743096 + Penalty 2204.580690 = -71471.162406
  nChanged 25
		SP:Iteration 7Q (45483.070000 sec): 3 clusters
  Score: Raw -73723.275687 + Penalty 2204.580690 = -71518.694996
  nChanged 17
		SP:Iteration 8Q (45483.230000 sec): 3 clusters
  Score: Raw -73756.597008 + Penalty 2204.580690 = -71552.016318
  nChanged 11
		SP:Iteration 9Q (45483.390000 sec): 3 clusters
  Score: Raw -73773.024116 + Penalty 2204.580690 = -71568.443426
  nChanged 10
		SP:Iteration 10Q (45483.560000 sec): 3 clusters
  Score: Raw -73783.628129 + Penalty 2204.580690 = -71579.047439
  nChanged 8
		SP:Iteration 11Q (45483.720000 sec): 3 clusters
  Score: Raw -73790.353473 + Penalty 2204.580690 = -71585.772782
  nChanged 3
		SP:Iteration 12Q (45483.870000 sec): 3 clusters
  Score: Raw -73808.417604 + Penalty 2204.580690 = -71603.836913
  nChanged 8
		SP:Iteration 13Q (45483.980000 sec): 3 clusters
  Score: Raw -73816.234589 + Penalty 2204.580690 = -71611.653898
  nChanged 3
		SP:Iteration 14Q (45484.120000 sec): 3 clusters
  Score: Raw -73829.294329 + Penalty 2204.580690 = -71624.713639
  nChanged 5
		SP:Iteration 15Q (45484.240000 sec): 3 clusters
  Score: Raw -73843.243407 + Penalty 2204.580690 = -71638.662717
  nChanged 6
		SP:Iteration 16Q (45484.390000 sec): 3 clusters
  Score: Raw -73850.944639 + Penalty 2204.580690 = -71646.363949
  nChanged 5
		SP:Iteration 17Q (45484.530000 sec): 3 clusters
  Score: Raw -73860.558475 + Penalty 2204.580690 = -71655.977785
  nChanged 5
		SP:Iteration 18Q (45484.660000 sec): 3 clusters
  Score: Raw -73867.039105 + Penalty 2204.580690 = -71662.458415
  nChanged 4
		SP:Iteration 19Q (45484.810000 sec): 3 clusters
  Score: Raw -73872.531014 + Penalty 2204.580690 = -71667.950324
  nChanged 3
		SP:Iteration 20F (45485.020000 sec): 3 clusters
  Score: Raw -73875.519569 + Penalty 2204.580690 = -71670.938879
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45485.100000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45485.260000 sec): 3 clusters
  Score: Raw -50541.634004 + Penalty 2018.445025 = -48523.188979
  nChanged 109
		SP:Iteration 1F (45485.440000 sec): 3 clusters
  Score: Raw -50718.259131 + Penalty 2018.445025 = -48699.814106
  nChanged 28
		SP:Iteration 2F (45485.580000 sec): 3 clusters
  Score: Raw -50773.990285 + Penalty 2018.445025 = -48755.545260
  nChanged 11
		SP:Iteration 3Q (45485.730000 sec): 3 clusters
  Score: Raw -50797.080489 + Penalty 2018.445025 = -48778.635464
  nChanged 13
		SP:Iteration 4Q (45485.920000 sec): 3 clusters
  Score: Raw -50819.772482 + Penalty 2018.445025 = -48801.327457
  nChanged 8
		SP:Iteration 5Q (45486.060000 sec): 3 clusters
  Score: Raw -50832.422010 + Penalty 2018.445025 = -48813.976985
  nChanged 9
		SP:Iteration 6Q (45486.240000 sec): 3 clusters
  Score: Raw -50848.794880 + Penalty 2018.445025 = -48830.349855
  nChanged 3
		SP:Iteration 7Q (45486.370000 sec): 3 clusters
  Score: Raw -50855.112108 + Penalty 2018.445025 = -48836.667083
  nChanged 1
		SP:Iteration 8Q (45486.560000 sec): 3 clusters
  Score: Raw -50855.786373 + Penalty 2018.445025 = -48837.341348
  nChanged 0
		SP:Iteration 9F (45486.760000 sec): 3 clusters
  Score: Raw -50855.786373 + Penalty 2018.445025 = -48837.341348
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45486.860000 sec): 2 clusters
  Score: Raw -395714.160188 + Penalty 1354.117365 = -394360.042823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45487.030000 sec): 3 clusters
  Score: Raw -393674.491456 + Penalty 2708.234730 = -390966.256725
  nChanged 1621
		SP:Iteration 1F (45487.260000 sec): 3 clusters
  Score: Raw -394664.553469 + Penalty 2708.234730 = -391956.318739
  nChanged 354
		SP:Iteration 2F (45487.440000 sec): 3 clusters
  Score: Raw -394939.042851 + Penalty 2708.234730 = -392230.808121
  nChanged 277
		SP:Iteration 3F (45487.620000 sec): 3 clusters
  Score: Raw -395156.133866 + Penalty 2708.234730 = -392447.899135
  nChanged 236
		SP:Iteration 4F (45487.770000 sec): 3 clusters
  Score: Raw -395368.699384 + Penalty 2708.234730 = -392660.464654
  nChanged 210
		SP:Iteration 5F (45487.910000 sec): 3 clusters
  Score: Raw -395514.873145 + Penalty 2708.234730 = -392806.638414
  nChanged 170
		SP:Iteration 6Q (45488.060000 sec): 3 clusters
  Score: Raw -395640.763978 + Penalty 2708.234730 = -392932.529248
  nChanged 135
		SP:Iteration 7Q (45488.270000 sec): 3 clusters
  Score: Raw -395735.630006 + Penalty 2708.234730 = -393027.395275
  nChanged 122
		SP:Iteration 8Q (45488.400000 sec): 3 clusters
  Score: Raw -395818.871783 + Penalty 2708.234730 = -393110.637053
  nChanged 101
		SP:Iteration 9Q (45488.540000 sec): 3 clusters
  Score: Raw -395876.648102 + Penalty 2708.234730 = -393168.413371
  nChanged 82
		SP:Iteration 10Q (45488.680000 sec): 3 clusters
  Score: Raw -395912.534026 + Penalty 2708.234730 = -393204.299295
  nChanged 64
		SP:Iteration 11Q (45488.820000 sec): 3 clusters
  Score: Raw -395939.379542 + Penalty 2708.234730 = -393231.144812
  nChanged 54
		SP:Iteration 12Q (45488.960000 sec): 3 clusters
  Score: Raw -395960.511056 + Penalty 2708.234730 = -393252.276326
  nChanged 42
		SP:Iteration 13Q (45489.110000 sec): 3 clusters
  Score: Raw -395980.906246 + Penalty 2708.234730 = -393272.671515
  nChanged 46
		SP:Iteration 14Q (45489.250000 sec): 3 clusters
  Score: Raw -396004.694876 + Penalty 2708.234730 = -393296.460146
  nChanged 47
		SP:Iteration 15Q (45489.400000 sec): 3 clusters
  Score: Raw -396028.538844 + Penalty 2708.234730 = -393320.304113
  nChanged 49
		SP:Iteration 16Q (45489.540000 sec): 3 clusters
  Score: Raw -396052.176069 + Penalty 2708.234730 = -393343.941339
  nChanged 48
		SP:Iteration 17Q (45489.680000 sec): 3 clusters
  Score: Raw -396074.792507 + Penalty 2708.234730 = -393366.557776
  nChanged 47
		SP:Iteration 18Q (45489.830000 sec): 3 clusters
  Score: Raw -396092.032033 + Penalty 2708.234730 = -393383.797302
  nChanged 34
		SP:Iteration 19Q (45489.960000 sec): 3 clusters
  Score: Raw -396105.126284 + Penalty 2708.234730 = -393396.891554
  nChanged 33
		SP:Iteration 20F (45490.100000 sec): 3 clusters
  Score: Raw -396119.114950 + Penalty 2708.234730 = -393410.880220
  nChanged 37
		SP:Iteration 21Q (45490.200000 sec): 3 clusters
  Score: Raw -396136.401585 + Penalty 2708.234730 = -393428.166854
  nChanged 24
		SP:Iteration 22Q (45490.340000 sec): 3 clusters
  Score: Raw -396144.605640 + Penalty 2708.234730 = -393436.370909
  nChanged 20
		SP:Iteration 23Q (45490.470000 sec): 3 clusters
  Score: Raw -396151.697035 + Penalty 2708.234730 = -393443.462304
  nChanged 17
		SP:Iteration 24Q (45490.620000 sec): 3 clusters
  Score: Raw -396156.704677 + Penalty 2708.234730 = -393448.469947
  nChanged 20
		SP:Iteration 25Q (45490.760000 sec): 3 clusters
  Score: Raw -396161.847015 + Penalty 2708.234730 = -393453.612284
  nChanged 14
		SP:Iteration 26Q (45490.850000 sec): 3 clusters
  Score: Raw -396166.177519 + Penalty 2708.234730 = -393457.942788
  nChanged 9
		SP:Iteration 27Q (45490.970000 sec): 3 clusters
  Score: Raw -396168.882445 + Penalty 2708.234730 = -393460.647715
  nChanged 12
		SP:Iteration 28Q (45491.180000 sec): 3 clusters
  Score: Raw -396174.006708 + Penalty 2708.234730 = -393465.771978
  nChanged 11
		SP:Iteration 29Q (45491.330000 sec): 3 clusters
  Score: Raw -396179.191229 + Penalty 2708.234730 = -393470.956499
  nChanged 15
		SP:Iteration 30Q (45491.540000 sec): 3 clusters
  Score: Raw -396185.581898 + Penalty 2708.234730 = -393477.347167
  nChanged 17
		SP:Iteration 31Q (45491.650000 sec): 3 clusters
  Score: Raw -396191.336331 + Penalty 2708.234730 = -393483.101601
  nChanged 12
		SP:Iteration 32Q (45491.830000 sec): 3 clusters
  Score: Raw -396194.349571 + Penalty 2708.234730 = -393486.114841
  nChanged 13
		SP:Iteration 33Q (45491.950000 sec): 3 clusters
  Score: Raw -396197.511778 + Penalty 2708.234730 = -393489.277047
  nChanged 12
		SP:Iteration 34Q (45492.080000 sec): 3 clusters
  Score: Raw -396202.372605 + Penalty 2708.234730 = -393494.137874
  nChanged 15
		SP:Iteration 35Q (45492.240000 sec): 3 clusters
  Score: Raw -396211.604188 + Penalty 2708.234730 = -393503.369457
  nChanged 21
		SP:Iteration 36Q (45492.400000 sec): 3 clusters
  Score: Raw -396226.725272 + Penalty 2708.234730 = -393518.490542
  nChanged 26
		SP:Iteration 37Q (45492.560000 sec): 3 clusters
  Score: Raw -396241.242423 + Penalty 2708.234730 = -393533.007693
  nChanged 22
		SP:Iteration 38Q (45492.730000 sec): 3 clusters
  Score: Raw -396259.653682 + Penalty 2708.234730 = -393551.418952
  nChanged 34
		SP:Iteration 39Q (45492.890000 sec): 3 clusters
  Score: Raw -396289.669933 + Penalty 2708.234730 = -393581.435203
  nChanged 30
		SP:Iteration 40F (45493.080000 sec): 3 clusters
  Score: Raw -396309.809311 + Penalty 2708.234730 = -393601.574580
  nChanged 29
		SP:Iteration 41Q (45493.250000 sec): 3 clusters
  Score: Raw -396335.040384 + Penalty 2708.234730 = -393626.805654
  nChanged 40
		SP:Iteration 42Q (45493.410000 sec): 3 clusters
  Score: Raw -396373.247424 + Penalty 2708.234730 = -393665.012693
  nChanged 39
		SP:Iteration 43Q (45493.570000 sec): 3 clusters
  Score: Raw -396416.734428 + Penalty 2708.234730 = -393708.499697
  nChanged 37
		SP:Iteration 44Q (45493.730000 sec): 3 clusters
  Score: Raw -396451.860829 + Penalty 2708.234730 = -393743.626099
  nChanged 40
		SP:Iteration 45Q (45493.890000 sec): 3 clusters
  Score: Raw -396492.519309 + Penalty 2708.234730 = -393784.284578
  nChanged 47
		SP:Iteration 46Q (45494.050000 sec): 3 clusters
  Score: Raw -396535.082096 + Penalty 2708.234730 = -393826.847365
  nChanged 40
		SP:Iteration 47Q (45494.210000 sec): 3 clusters
  Score: Raw -396569.661030 + Penalty 2708.234730 = -393861.426300
  nChanged 41
		SP:Iteration 48Q (45494.370000 sec): 3 clusters
  Score: Raw -396601.007629 + Penalty 2708.234730 = -393892.772899
  nChanged 39
		SP:Iteration 49Q (45494.530000 sec): 3 clusters
  Score: Raw -396630.148315 + Penalty 2708.234730 = -393921.913584
  nChanged 34
		SP:Iteration 50Q (45494.690000 sec): 3 clusters
  Score: Raw -396652.977332 + Penalty 2708.234730 = -393944.742601
  nChanged 41
		SP:Iteration 51Q (45494.850000 sec): 3 clusters
  Score: Raw -396680.499416 + Penalty 2708.234730 = -393972.264686
  nChanged 32
		SP:Iteration 52Q (45495.010000 sec): 3 clusters
  Score: Raw -396700.047599 + Penalty 2708.234730 = -393991.812868
  nChanged 27
		SP:Iteration 53Q (45495.170000 sec): 3 clusters
  Score: Raw -396714.723015 + Penalty 2708.234730 = -394006.488285
  nChanged 30
		SP:Iteration 54Q (45495.330000 sec): 3 clusters
  Score: Raw -396732.536268 + Penalty 2708.234730 = -394024.301538
  nChanged 30
		SP:Iteration 55Q (45495.490000 sec): 3 clusters
  Score: Raw -396756.155788 + Penalty 2708.234730 = -394047.921057
  nChanged 25
		SP:Iteration 56Q (45495.650000 sec): 3 clusters
  Score: Raw -396768.451263 + Penalty 2708.234730 = -394060.216532
  nChanged 24
		SP:Iteration 57Q (45495.810000 sec): 3 clusters
  Score: Raw -396779.860710 + Penalty 2708.234730 = -394071.625979
  nChanged 20
		SP:Iteration 58Q (45495.970000 sec): 3 clusters
  Score: Raw -396788.559093 + Penalty 2708.234730 = -394080.324363
  nChanged 17
		SP:Iteration 59Q (45496.130000 sec): 3 clusters
  Score: Raw -396796.018551 + Penalty 2708.234730 = -394087.783821
  nChanged 14
		SP:Iteration 60F (45496.290000 sec): 3 clusters
  Score: Raw -396801.397348 + Penalty 2708.234730 = -394093.162618
  nChanged 15
		SP:Iteration 61Q (45496.450000 sec): 3 clusters
  Score: Raw -396808.388328 + Penalty 2708.234730 = -394100.153598
  nChanged 18
		SP:Iteration 62Q (45496.610000 sec): 3 clusters
  Score: Raw -396814.595672 + Penalty 2708.234730 = -394106.360942
  nChanged 14
		SP:Iteration 63Q (45496.770000 sec): 3 clusters
  Score: Raw -396818.920308 + Penalty 2708.234730 = -394110.685578
  nChanged 9
		SP:Iteration 64Q (45496.930000 sec): 3 clusters
  Score: Raw -396822.018390 + Penalty 2708.234730 = -394113.783660
  nChanged 5
		SP:Iteration 65Q (45497.090000 sec): 3 clusters
  Score: Raw -396823.526278 + Penalty 2708.234730 = -394115.291548
  nChanged 4
		SP:Iteration 66Q (45497.250000 sec): 3 clusters
  Score: Raw -396824.521844 + Penalty 2708.234730 = -394116.287114
  nChanged 7
		SP:Iteration 67Q (45497.410000 sec): 3 clusters
  Score: Raw -396827.934097 + Penalty 2708.234730 = -394119.699366
  nChanged 6
		SP:Iteration 68Q (45497.570000 sec): 3 clusters
  Score: Raw -396830.001326 + Penalty 2708.234730 = -394121.766595
  nChanged 4
		SP:Iteration 69Q (45497.730000 sec): 3 clusters
  Score: Raw -396831.514853 + Penalty 2708.234730 = -394123.280123
  nChanged 4
		SP:Iteration 70Q (45497.890000 sec): 3 clusters
  Score: Raw -396832.134471 + Penalty 2708.234730 = -394123.899740
  nChanged 1
		SP:Iteration 71Q (45498.050000 sec): 3 clusters
  Score: Raw -396832.282949 + Penalty 2708.234730 = -394124.048219
  nChanged 0
		SP:Iteration 72F (45498.210000 sec): 3 clusters
  Score: Raw -396832.282949 + Penalty 2708.234730 = -394124.048219
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45498.280000 sec): 2 clusters
  Score: Raw -23498.113911 + Penalty 903.610765 = -22594.503145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45498.440000 sec): 3 clusters
  Score: Raw -23664.336399 + Penalty 1807.221530 = -21857.114868
  nChanged 49
		SP:Iteration 1F (45498.600000 sec): 3 clusters
  Score: Raw -23818.869886 + Penalty 1807.221530 = -22011.648356
  nChanged 14
		SP:Iteration 2F (45498.760000 sec): 3 clusters
  Score: Raw -23846.761418 + Penalty 1807.221530 = -22039.539888
  nChanged 6
		SP:Iteration 3Q (45498.920000 sec): 3 clusters
  Score: Raw -23859.017612 + Penalty 1807.221530 = -22051.796082
  nChanged 6
		SP:Iteration 4Q (45499.080000 sec): 3 clusters
  Score: Raw -23896.071277 + Penalty 1807.221530 = -22088.849747
  nChanged 5
		SP:Iteration 5Q (45499.240000 sec): 3 clusters
  Score: Raw -23906.297569 + Penalty 1807.221530 = -22099.076039
  nChanged 0
		SP:Iteration 6F (45499.400000 sec): 3 clusters
  Score: Raw -23906.297569 + Penalty 1807.221530 = -22099.076039
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45499.480000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45499.640000 sec): 3 clusters
  Score: Raw -134416.711526 + Penalty 2312.828097 = -132103.883429
  nChanged 378
		SP:Iteration 1F (45499.800000 sec): 3 clusters
  Score: Raw -134724.438560 + Penalty 2312.828097 = -132411.610463
  nChanged 94
		SP:Iteration 2F (45499.950000 sec): 3 clusters
  Score: Raw -134833.723842 + Penalty 2312.828097 = -132520.895745
  nChanged 67
		SP:Iteration 3F (45500.110000 sec): 3 clusters
  Score: Raw -134917.490144 + Penalty 2312.828097 = -132604.662048
  nChanged 45
		SP:Iteration 4Q (45500.270000 sec): 3 clusters
  Score: Raw -134963.525086 + Penalty 2312.828097 = -132650.696989
  nChanged 35
		SP:Iteration 5Q (45500.430000 sec): 3 clusters
  Score: Raw -135002.652505 + Penalty 2312.828097 = -132689.824408
  nChanged 27
		SP:Iteration 6Q (45500.590000 sec): 3 clusters
  Score: Raw -135030.617455 + Penalty 2312.828097 = -132717.789358
  nChanged 28
		SP:Iteration 7Q (45500.740000 sec): 3 clusters
  Score: Raw -135063.562705 + Penalty 2312.828097 = -132750.734608
  nChanged 24
		SP:Iteration 8Q (45500.900000 sec): 3 clusters
  Score: Raw -135102.119075 + Penalty 2312.828097 = -132789.290978
  nChanged 31
		SP:Iteration 9Q (45501.060000 sec): 3 clusters
  Score: Raw -135144.308832 + Penalty 2312.828097 = -132831.480735
  nChanged 23
		SP:Iteration 10Q (45501.210000 sec): 3 clusters
  Score: Raw -135179.721022 + Penalty 2312.828097 = -132866.892925
  nChanged 24
		SP:Iteration 11Q (45501.370000 sec): 3 clusters
  Score: Raw -135214.126474 + Penalty 2312.828097 = -132901.298377
  nChanged 17
		SP:Iteration 12Q (45501.530000 sec): 3 clusters
  Score: Raw -135241.713123 + Penalty 2312.828097 = -132928.885026
  nChanged 13
		SP:Iteration 13Q (45501.690000 sec): 3 clusters
  Score: Raw -135256.815792 + Penalty 2312.828097 = -132943.987695
  nChanged 10
		SP:Iteration 14Q (45501.850000 sec): 3 clusters
  Score: Raw -135267.465779 + Penalty 2312.828097 = -132954.637682
  nChanged 11
		SP:Iteration 15Q (45502.000000 sec): 3 clusters
  Score: Raw -135280.943372 + Penalty 2312.828097 = -132968.115275
  nChanged 8
		SP:Iteration 16Q (45502.160000 sec): 3 clusters
  Score: Raw -135292.546414 + Penalty 2312.828097 = -132979.718318
  nChanged 10
		SP:Iteration 17Q (45502.320000 sec): 3 clusters
  Score: Raw -135302.603849 + Penalty 2312.828097 = -132989.775753
  nChanged 10
		SP:Iteration 18Q (45502.480000 sec): 3 clusters
  Score: Raw -135312.595036 + Penalty 2312.828097 = -132999.766939
  nChanged 8
		SP:Iteration 19Q (45502.640000 sec): 3 clusters
  Score: Raw -135319.878051 + Penalty 2312.828097 = -133007.049954
  nChanged 5
		SP:Iteration 20F (45502.800000 sec): 3 clusters
  Score: Raw -135324.745521 + Penalty 2312.828097 = -133011.917424
  nChanged 5
		SP:Iteration 21Q (45502.960000 sec): 3 clusters
  Score: Raw -135334.710180 + Penalty 2312.828097 = -133021.882083
  nChanged 4
		SP:Iteration 22Q (45503.120000 sec): 3 clusters
  Score: Raw -135339.971769 + Penalty 2312.828097 = -133027.143672
  nChanged 2
		SP:Iteration 23Q (45503.270000 sec): 3 clusters
  Score: Raw -135341.459135 + Penalty 2312.828097 = -133028.631039
  nChanged 0
		SP:Iteration 24F (45503.420000 sec): 3 clusters
  Score: Raw -135341.459135 + Penalty 2312.828097 = -133028.631039
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45503.500000 sec): 2 clusters
  Score: Raw -363908.650293 + Penalty 1342.875321 = -362565.774971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45503.690000 sec): 3 clusters
  Score: Raw -361977.733730 + Penalty 2685.750643 = -359291.983087
  nChanged 1531
		SP:Iteration 1F (45503.860000 sec): 3 clusters
  Score: Raw -362978.018639 + Penalty 2685.750643 = -360292.267996
  nChanged 291
		SP:Iteration 2F (45504.080000 sec): 3 clusters
  Score: Raw -363174.022613 + Penalty 2685.750643 = -360488.271970
  nChanged 234
		SP:Iteration 3F (45504.270000 sec): 3 clusters
  Score: Raw -363324.541722 + Penalty 2685.750643 = -360638.791079
  nChanged 185
		SP:Iteration 4Q (45504.490000 sec): 3 clusters
  Score: Raw -363426.670356 + Penalty 2685.750643 = -360740.919714
  nChanged 142
		SP:Iteration 5Q (45504.680000 sec): 3 clusters
  Score: Raw -363501.981649 + Penalty 2685.750643 = -360816.231006
  nChanged 115
		SP:Iteration 6Q (45504.880000 sec): 3 clusters
  Score: Raw -363562.522102 + Penalty 2685.750643 = -360876.771459
  nChanged 98
		SP:Iteration 7Q (45505.040000 sec): 3 clusters
  Score: Raw -363608.368184 + Penalty 2685.750643 = -360922.617541
  nChanged 80
		SP:Iteration 8Q (45505.140000 sec): 3 clusters
  Score: Raw -363647.937023 + Penalty 2685.750643 = -360962.186380
  nChanged 70
		SP:Iteration 9Q (45505.290000 sec): 3 clusters
  Score: Raw -363686.895568 + Penalty 2685.750643 = -361001.144925
  nChanged 74
		SP:Iteration 10Q (45505.510000 sec): 3 clusters
  Score: Raw -363725.906147 + Penalty 2685.750643 = -361040.155505
  nChanged 65
		SP:Iteration 11Q (45505.670000 sec): 3 clusters
  Score: Raw -363761.266338 + Penalty 2685.750643 = -361075.515696
  nChanged 74
		SP:Iteration 12Q (45505.880000 sec): 3 clusters
  Score: Raw -363798.562035 + Penalty 2685.750643 = -361112.811392
  nChanged 57
		SP:Iteration 13Q (45506.110000 sec): 3 clusters
  Score: Raw -363825.989280 + Penalty 2685.750643 = -361140.238638
  nChanged 54
		SP:Iteration 14Q (45506.330000 sec): 3 clusters
  Score: Raw -363853.823823 + Penalty 2685.750643 = -361168.073180
  nChanged 51
		SP:Iteration 15Q (45506.520000 sec): 3 clusters
  Score: Raw -363874.986291 + Penalty 2685.750643 = -361189.235648
  nChanged 38
		SP:Iteration 16Q (45506.710000 sec): 3 clusters
  Score: Raw -363894.534757 + Penalty 2685.750643 = -361208.784114
  nChanged 36
		SP:Iteration 17Q (45506.920000 sec): 3 clusters
  Score: Raw -363909.771609 + Penalty 2685.750643 = -361224.020966
  nChanged 23
		SP:Iteration 18Q (45507.100000 sec): 3 clusters
  Score: Raw -363917.304352 + Penalty 2685.750643 = -361231.553709
  nChanged 19
		SP:Iteration 19Q (45507.300000 sec): 3 clusters
  Score: Raw -363923.689158 + Penalty 2685.750643 = -361237.938515
  nChanged 20
		SP:Iteration 20F (45507.500000 sec): 3 clusters
  Score: Raw -363932.606927 + Penalty 2685.750643 = -361246.856284
  nChanged 30
		SP:Iteration 21Q (45507.670000 sec): 3 clusters
  Score: Raw -363950.425502 + Penalty 2685.750643 = -361264.674859
  nChanged 41
		SP:Iteration 22Q (45507.880000 sec): 3 clusters
  Score: Raw -363967.865767 + Penalty 2685.750643 = -361282.115124
  nChanged 33
		SP:Iteration 23Q (45508.010000 sec): 3 clusters
  Score: Raw -363980.239591 + Penalty 2685.750643 = -361294.488948
  nChanged 33
		SP:Iteration 24Q (45508.230000 sec): 3 clusters
  Score: Raw -363992.998294 + Penalty 2685.750643 = -361307.247652
  nChanged 27
		SP:Iteration 25Q (45508.470000 sec): 3 clusters
  Score: Raw -364004.738216 + Penalty 2685.750643 = -361318.987573
  nChanged 37
		SP:Iteration 26Q (45508.650000 sec): 3 clusters
  Score: Raw -364018.194378 + Penalty 2685.750643 = -361332.443735
  nChanged 29
		SP:Iteration 27Q (45508.910000 sec): 3 clusters
  Score: Raw -364028.602998 + Penalty 2685.750643 = -361342.852355
  nChanged 22
		SP:Iteration 28Q (45509.120000 sec): 3 clusters
  Score: Raw -364037.279392 + Penalty 2685.750643 = -361351.528749
  nChanged 24
		SP:Iteration 29Q (45509.300000 sec): 3 clusters
  Score: Raw -364047.682436 + Penalty 2685.750643 = -361361.931793
  nChanged 26
		SP:Iteration 30Q (45509.470000 sec): 3 clusters
  Score: Raw -364058.333721 + Penalty 2685.750643 = -361372.583078
  nChanged 27
		SP:Iteration 31Q (45509.640000 sec): 3 clusters
  Score: Raw -364070.510117 + Penalty 2685.750643 = -361384.759474
  nChanged 32
		SP:Iteration 32Q (45509.850000 sec): 3 clusters
  Score: Raw -364084.091610 + Penalty 2685.750643 = -361398.340967
  nChanged 30
		SP:Iteration 33Q (45510.020000 sec): 3 clusters
  Score: Raw -364094.880082 + Penalty 2685.750643 = -361409.129440
  nChanged 18
		SP:Iteration 34Q (45510.260000 sec): 3 clusters
  Score: Raw -364100.243940 + Penalty 2685.750643 = -361414.493297
  nChanged 21
		SP:Iteration 35Q (45510.410000 sec): 3 clusters
  Score: Raw -364108.716751 + Penalty 2685.750643 = -361422.966108
  nChanged 14
		SP:Iteration 36Q (45510.540000 sec): 3 clusters
  Score: Raw -364113.441186 + Penalty 2685.750643 = -361427.690543
  nChanged 13
		SP:Iteration 37Q (45510.670000 sec): 3 clusters
  Score: Raw -364118.184631 + Penalty 2685.750643 = -361432.433988
  nChanged 13
		SP:Iteration 38Q (45510.800000 sec): 3 clusters
  Score: Raw -364122.215625 + Penalty 2685.750643 = -361436.464982
  nChanged 14
		SP:Iteration 39Q (45510.940000 sec): 3 clusters
  Score: Raw -364126.435326 + Penalty 2685.750643 = -361440.684683
  nChanged 16
		SP:Iteration 40F (45511.080000 sec): 3 clusters
  Score: Raw -364131.415136 + Penalty 2685.750643 = -361445.664494
  nChanged 9
		SP:Iteration 41Q (45511.350000 sec): 3 clusters
  Score: Raw -364136.349601 + Penalty 2685.750643 = -361450.598959
  nChanged 10
		SP:Iteration 42Q (45511.510000 sec): 3 clusters
  Score: Raw -364143.328573 + Penalty 2685.750643 = -361457.577931
  nChanged 16
		SP:Iteration 43Q (45511.680000 sec): 3 clusters
  Score: Raw -364152.037396 + Penalty 2685.750643 = -361466.286754
  nChanged 16
		SP:Iteration 44Q (45511.810000 sec): 3 clusters
  Score: Raw -364163.143724 + Penalty 2685.750643 = -361477.393081
  nChanged 19
		SP:Iteration 45Q (45511.970000 sec): 3 clusters
  Score: Raw -364179.046295 + Penalty 2685.750643 = -361493.295653
  nChanged 25
		SP:Iteration 46Q (45512.170000 sec): 3 clusters
  Score: Raw -364196.542306 + Penalty 2685.750643 = -361510.791663
  nChanged 24
		SP:Iteration 47Q (45512.360000 sec): 3 clusters
  Score: Raw -364209.991382 + Penalty 2685.750643 = -361524.240739
  nChanged 16
		SP:Iteration 48Q (45512.520000 sec): 3 clusters
  Score: Raw -364216.748265 + Penalty 2685.750643 = -361530.997623
  nChanged 12
		SP:Iteration 49Q (45512.670000 sec): 3 clusters
  Score: Raw -364221.902672 + Penalty 2685.750643 = -361536.152029
  nChanged 10
		SP:Iteration 50Q (45512.850000 sec): 3 clusters
  Score: Raw -364226.089404 + Penalty 2685.750643 = -361540.338761
  nChanged 7
		SP:Iteration 51Q (45513.050000 sec): 3 clusters
  Score: Raw -364229.546689 + Penalty 2685.750643 = -361543.796046
  nChanged 6
		SP:Iteration 52Q (45513.260000 sec): 3 clusters
  Score: Raw -364232.942789 + Penalty 2685.750643 = -361547.192147
  nChanged 3
		SP:Iteration 53Q (45513.440000 sec): 3 clusters
  Score: Raw -364234.357349 + Penalty 2685.750643 = -361548.606706
  nChanged 3
		SP:Iteration 54Q (45513.600000 sec): 3 clusters
  Score: Raw -364235.755482 + Penalty 2685.750643 = -361550.004840
  nChanged 6
		SP:Iteration 55Q (45513.740000 sec): 3 clusters
  Score: Raw -364238.713673 + Penalty 2685.750643 = -361552.963030
  nChanged 6
		SP:Iteration 56Q (45513.900000 sec): 3 clusters
  Score: Raw -364240.864211 + Penalty 2685.750643 = -361555.113568
  nChanged 3
		SP:Iteration 57Q (45514.050000 sec): 3 clusters
  Score: Raw -364242.272985 + Penalty 2685.750643 = -361556.522343
  nChanged 5
		SP:Iteration 58Q (45514.240000 sec): 3 clusters
  Score: Raw -364244.560581 + Penalty 2685.750643 = -361558.809938
  nChanged 8
		SP:Iteration 59Q (45514.490000 sec): 3 clusters
  Score: Raw -364248.319969 + Penalty 2685.750643 = -361562.569326
  nChanged 8
		SP:Iteration 60F (45514.680000 sec): 3 clusters
  Score: Raw -364251.576785 + Penalty 2685.750643 = -361565.826143
  nChanged 3
		SP:Iteration 61Q (45514.880000 sec): 3 clusters
  Score: Raw -364252.753070 + Penalty 2685.750643 = -361567.002427
  nChanged 4
		SP:Iteration 62Q (45515.090000 sec): 3 clusters
  Score: Raw -364253.408299 + Penalty 2685.750643 = -361567.657656
  nChanged 1
		SP:Iteration 63Q (45515.300000 sec): 3 clusters
  Score: Raw -364253.619449 + Penalty 2685.750643 = -361567.868807
  nChanged 1
		SP:Iteration 64Q (45515.490000 sec): 3 clusters
  Score: Raw -364253.948885 + Penalty 2685.750643 = -361568.198242
  nChanged 1
		SP:Iteration 65Q (45515.680000 sec): 3 clusters
  Score: Raw -364254.400731 + Penalty 2685.750643 = -361568.650088
  nChanged 3
		SP:Iteration 66Q (45515.820000 sec): 3 clusters
  Score: Raw -364255.096277 + Penalty 2685.750643 = -361569.345634
  nChanged 2
		SP:Iteration 67Q (45516.000000 sec): 3 clusters
  Score: Raw -364255.573821 + Penalty 2685.750643 = -361569.823178
  nChanged 2
		SP:Iteration 68Q (45516.190000 sec): 3 clusters
  Score: Raw -364255.966586 + Penalty 2685.750643 = -361570.215943
  nChanged 1
		SP:Iteration 69Q (45516.360000 sec): 3 clusters
  Score: Raw -364256.361338 + Penalty 2685.750643 = -361570.610695
  nChanged 2
		SP:Iteration 70Q (45516.580000 sec): 3 clusters
  Score: Raw -364256.812503 + Penalty 2685.750643 = -361571.061860
  nChanged 3
		SP:Iteration 71Q (45516.820000 sec): 3 clusters
  Score: Raw -364257.615047 + Penalty 2685.750643 = -361571.864405
  nChanged 4
		SP:Iteration 72Q (45517.090000 sec): 3 clusters
  Score: Raw -364259.182736 + Penalty 2685.750643 = -361573.432093
  nChanged 4
		SP:Iteration 73Q (45517.300000 sec): 3 clusters
  Score: Raw -364261.177411 + Penalty 2685.750643 = -361575.426768
  nChanged 7
		SP:Iteration 74Q (45517.460000 sec): 3 clusters
  Score: Raw -364265.963605 + Penalty 2685.750643 = -361580.212962
  nChanged 3
		SP:Iteration 75Q (45517.630000 sec): 3 clusters
  Score: Raw -364267.095051 + Penalty 2685.750643 = -361581.344408
  nChanged 3
		SP:Iteration 76Q (45517.840000 sec): 3 clusters
  Score: Raw -364268.632992 + Penalty 2685.750643 = -361582.882350
  nChanged 2
		SP:Iteration 77Q (45518.070000 sec): 3 clusters
  Score: Raw -364269.438160 + Penalty 2685.750643 = -361583.687518
  nChanged 1
		SP:Iteration 78Q (45518.250000 sec): 3 clusters
  Score: Raw -364269.676460 + Penalty 2685.750643 = -361583.925817
  nChanged 2
		SP:Iteration 79Q (45518.420000 sec): 3 clusters
  Score: Raw -364270.471671 + Penalty 2685.750643 = -361584.721028
  nChanged 5
		SP:Iteration 80F (45518.620000 sec): 3 clusters
  Score: Raw -364273.286129 + Penalty 2685.750643 = -361587.535486
  nChanged 3
		SP:Iteration 81Q (45518.770000 sec): 3 clusters
  Score: Raw -364274.760138 + Penalty 2685.750643 = -361589.009496
  nChanged 4
		SP:Iteration 82Q (45518.940000 sec): 3 clusters
  Score: Raw -364276.151460 + Penalty 2685.750643 = -361590.400818
  nChanged 5
		SP:Iteration 83Q (45519.130000 sec): 3 clusters
  Score: Raw -364277.639865 + Penalty 2685.750643 = -361591.889222
  nChanged 3
		SP:Iteration 84Q (45519.310000 sec): 3 clusters
  Score: Raw -364279.065989 + Penalty 2685.750643 = -361593.315347
  nChanged 3
		SP:Iteration 85Q (45519.460000 sec): 3 clusters
  Score: Raw -364279.783208 + Penalty 2685.750643 = -361594.032565
  nChanged 0
		SP:Iteration 86F (45519.630000 sec): 3 clusters
  Score: Raw -364279.783208 + Penalty 2685.750643 = -361594.032565
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45519.760000 sec): 2 clusters
  Score: Raw -432947.367625 + Penalty 1354.819142 = -431592.548483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45519.980000 sec): 3 clusters
  Score: Raw -430894.679200 + Penalty 2709.638283 = -428185.040916
  nChanged 1580
		SP:Iteration 1F (45520.220000 sec): 3 clusters
  Score: Raw -431870.632293 + Penalty 2709.638283 = -429160.994010
  nChanged 359
		SP:Iteration 2F (45520.450000 sec): 3 clusters
  Score: Raw -432101.496381 + Penalty 2709.638283 = -429391.858097
  nChanged 230
		SP:Iteration 3F (45520.670000 sec): 3 clusters
  Score: Raw -432231.396609 + Penalty 2709.638283 = -429521.758326
  nChanged 168
		SP:Iteration 4Q (45520.890000 sec): 3 clusters
  Score: Raw -432334.440316 + Penalty 2709.638283 = -429624.802032
  nChanged 147
		SP:Iteration 5Q (45521.120000 sec): 3 clusters
  Score: Raw -432419.114197 + Penalty 2709.638283 = -429709.475914
  nChanged 125
		SP:Iteration 6Q (45521.310000 sec): 3 clusters
  Score: Raw -432474.688997 + Penalty 2709.638283 = -429765.050713
  nChanged 101
		SP:Iteration 7Q (45521.480000 sec): 3 clusters
  Score: Raw -432528.395973 + Penalty 2709.638283 = -429818.757690
  nChanged 92
		SP:Iteration 8Q (45521.730000 sec): 3 clusters
  Score: Raw -432573.314095 + Penalty 2709.638283 = -429863.675812
  nChanged 77
		SP:Iteration 9Q (45521.900000 sec): 3 clusters
  Score: Raw -432611.460376 + Penalty 2709.638283 = -429901.822092
  nChanged 87
		SP:Iteration 10Q (45522.150000 sec): 3 clusters
  Score: Raw -432654.688830 + Penalty 2709.638283 = -429945.050547
  nChanged 85
		SP:Iteration 11Q (45522.340000 sec): 3 clusters
  Score: Raw -432696.811698 + Penalty 2709.638283 = -429987.173415
  nChanged 87
		SP:Iteration 12Q (45522.550000 sec): 3 clusters
  Score: Raw -432750.378500 + Penalty 2709.638283 = -430040.740217
  nChanged 86
		SP:Iteration 13Q (45522.770000 sec): 3 clusters
  Score: Raw -432796.269867 + Penalty 2709.638283 = -430086.631584
  nChanged 75
		SP:Iteration 14Q (45522.900000 sec): 3 clusters
  Score: Raw -432830.776054 + Penalty 2709.638283 = -430121.137770
  nChanged 62
		SP:Iteration 15Q (45523.070000 sec): 3 clusters
  Score: Raw -432863.038912 + Penalty 2709.638283 = -430153.400628
  nChanged 66
		SP:Iteration 16Q (45523.280000 sec): 3 clusters
  Score: Raw -432895.742127 + Penalty 2709.638283 = -430186.103843
  nChanged 58
		SP:Iteration 17Q (45523.470000 sec): 3 clusters
  Score: Raw -432921.786917 + Penalty 2709.638283 = -430212.148633
  nChanged 59
		SP:Iteration 18Q (45523.680000 sec): 3 clusters
  Score: Raw -432945.987193 + Penalty 2709.638283 = -430236.348910
  nChanged 39
		SP:Iteration 19Q (45523.890000 sec): 3 clusters
  Score: Raw -432958.521328 + Penalty 2709.638283 = -430248.883044
  nChanged 29
		SP:Iteration 20F (45524.080000 sec): 3 clusters
  Score: Raw -432972.697278 + Penalty 2709.638283 = -430263.058994
  nChanged 34
		SP:Iteration 21Q (45524.280000 sec): 3 clusters
  Score: Raw -432983.004509 + Penalty 2709.638283 = -430273.366226
  nChanged 29
		SP:Iteration 22Q (45524.510000 sec): 3 clusters
  Score: Raw -432991.581732 + Penalty 2709.638283 = -430281.943449
  nChanged 29
		SP:Iteration 23Q (45524.680000 sec): 3 clusters
  Score: Raw -432999.439450 + Penalty 2709.638283 = -430289.801167
  nChanged 23
		SP:Iteration 24Q (45524.930000 sec): 3 clusters
  Score: Raw -433004.103164 + Penalty 2709.638283 = -430294.464880
  nChanged 20
		SP:Iteration 25Q (45525.070000 sec): 3 clusters
  Score: Raw -433008.401455 + Penalty 2709.638283 = -430298.763172
  nChanged 21
		SP:Iteration 26Q (45525.230000 sec): 3 clusters
  Score: Raw -433013.827388 + Penalty 2709.638283 = -430304.189104
  nChanged 18
		SP:Iteration 27Q (45525.440000 sec): 3 clusters
  Score: Raw -433019.692879 + Penalty 2709.638283 = -430310.054596
  nChanged 24
		SP:Iteration 28Q (45525.650000 sec): 3 clusters
  Score: Raw -433028.350874 + Penalty 2709.638283 = -430318.712591
  nChanged 23
		SP:Iteration 29Q (45525.860000 sec): 3 clusters
  Score: Raw -433035.181758 + Penalty 2709.638283 = -430325.543475
  nChanged 33
		SP:Iteration 30Q (45525.960000 sec): 3 clusters
  Score: Raw -433045.538797 + Penalty 2709.638283 = -430335.900514
  nChanged 36
		SP:Iteration 31Q (45526.150000 sec): 3 clusters
  Score: Raw -433058.496524 + Penalty 2709.638283 = -430348.858241
  nChanged 32
		SP:Iteration 32Q (45526.320000 sec): 3 clusters
  Score: Raw -433070.028404 + Penalty 2709.638283 = -430360.390121
  nChanged 36
		SP:Iteration 33Q (45526.490000 sec): 3 clusters
  Score: Raw -433085.906088 + Penalty 2709.638283 = -430376.267804
  nChanged 42
		SP:Iteration 34Q (45526.710000 sec): 3 clusters
  Score: Raw -433101.889697 + Penalty 2709.638283 = -430392.251413
  nChanged 32
		SP:Iteration 35Q (45526.910000 sec): 3 clusters
  Score: Raw -433115.719884 + Penalty 2709.638283 = -430406.081601
  nChanged 40
		SP:Iteration 36Q (45527.070000 sec): 3 clusters
  Score: Raw -433132.254182 + Penalty 2709.638283 = -430422.615898
  nChanged 33
		SP:Iteration 37Q (45527.250000 sec): 3 clusters
  Score: Raw -433146.909064 + Penalty 2709.638283 = -430437.270780
  nChanged 36
		SP:Iteration 38Q (45527.370000 sec): 3 clusters
  Score: Raw -433163.443979 + Penalty 2709.638283 = -430453.805696
  nChanged 33
		SP:Iteration 39Q (45527.620000 sec): 3 clusters
  Score: Raw -433174.664172 + Penalty 2709.638283 = -430465.025888
  nChanged 23
		SP:Iteration 40F (45527.760000 sec): 3 clusters
  Score: Raw -433186.573234 + Penalty 2709.638283 = -430476.934951
  nChanged 27
		SP:Iteration 41Q (45527.940000 sec): 3 clusters
  Score: Raw -433201.264208 + Penalty 2709.638283 = -430491.625924
  nChanged 26
		SP:Iteration 42Q (45528.070000 sec): 3 clusters
  Score: Raw -433219.302526 + Penalty 2709.638283 = -430509.664242
  nChanged 36
		SP:Iteration 43Q (45528.280000 sec): 3 clusters
  Score: Raw -433248.979849 + Penalty 2709.638283 = -430539.341565
  nChanged 44
		SP:Iteration 44Q (45528.430000 sec): 3 clusters
  Score: Raw -433283.521723 + Penalty 2709.638283 = -430573.883440
  nChanged 43
		SP:Iteration 45Q (45528.610000 sec): 3 clusters
  Score: Raw -433316.863111 + Penalty 2709.638283 = -430607.224828
  nChanged 35
		SP:Iteration 46Q (45528.780000 sec): 3 clusters
  Score: Raw -433338.436628 + Penalty 2709.638283 = -430628.798345
  nChanged 22
		SP:Iteration 47Q (45528.890000 sec): 3 clusters
  Score: Raw -433351.812423 + Penalty 2709.638283 = -430642.174140
  nChanged 19
		SP:Iteration 48Q (45529.080000 sec): 3 clusters
  Score: Raw -433361.413017 + Penalty 2709.638283 = -430651.774734
  nChanged 12
		SP:Iteration 49Q (45529.220000 sec): 3 clusters
  Score: Raw -433372.624072 + Penalty 2709.638283 = -430662.985789
  nChanged 16
		SP:Iteration 50Q (45529.350000 sec): 3 clusters
  Score: Raw -433384.599443 + Penalty 2709.638283 = -430674.961159
  nChanged 15
		SP:Iteration 51Q (45529.490000 sec): 3 clusters
  Score: Raw -433394.274950 + Penalty 2709.638283 = -430684.636667
  nChanged 10
		SP:Iteration 52Q (45529.620000 sec): 3 clusters
  Score: Raw -433398.240044 + Penalty 2709.638283 = -430688.601761
  nChanged 10
		SP:Iteration 53Q (45529.750000 sec): 3 clusters
  Score: Raw -433401.945501 + Penalty 2709.638283 = -430692.307217
  nChanged 5
		SP:Iteration 54Q (45529.890000 sec): 3 clusters
  Score: Raw -433404.503771 + Penalty 2709.638283 = -430694.865487
  nChanged 4
		SP:Iteration 55Q (45530.020000 sec): 3 clusters
  Score: Raw -433406.148851 + Penalty 2709.638283 = -430696.510568
  nChanged 3
		SP:Iteration 56Q (45530.180000 sec): 3 clusters
  Score: Raw -433408.083249 + Penalty 2709.638283 = -430698.444965
  nChanged 0
		SP:Iteration 57F (45530.380000 sec): 3 clusters
  Score: Raw -433408.083249 + Penalty 2709.638283 = -430698.444965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (18886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45530.560000 sec): 2 clusters
  Score: Raw -2093454.975222 + Penalty 1600.003630 = -2091854.971592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45530.850000 sec): 3 clusters
  Score: Raw -2082081.054995 + Penalty 3200.007260 = -2078881.047734
  nChanged 8573
		SP:Iteration 1F (45531.120000 sec): 3 clusters
  Score: Raw -2086711.618617 + Penalty 3200.007260 = -2083511.611356
  nChanged 908
		SP:Iteration 2Q (45531.470000 sec): 3 clusters
  Score: Raw -2086984.771412 + Penalty 3200.007260 = -2083784.764151
  nChanged 750
		SP:Iteration 3Q (45531.750000 sec): 3 clusters
  Score: Raw -2087182.902518 + Penalty 3200.007260 = -2083982.895258
  nChanged 608
		SP:Iteration 4Q (45532.090000 sec): 3 clusters
  Score: Raw -2087339.920248 + Penalty 3200.007260 = -2084139.912987
  nChanged 548
		SP:Iteration 5Q (45532.430000 sec): 3 clusters
  Score: Raw -2087474.654891 + Penalty 3200.007260 = -2084274.647631
  nChanged 456
		SP:Iteration 6Q (45532.810000 sec): 3 clusters
  Score: Raw -2087594.917727 + Penalty 3200.007260 = -2084394.910467
  nChanged 486
		SP:Iteration 7Q (45533.190000 sec): 3 clusters
  Score: Raw -2087729.415934 + Penalty 3200.007260 = -2084529.408673
  nChanged 503
		SP:Iteration 8Q (45533.460000 sec): 3 clusters
  Score: Raw -2087895.512593 + Penalty 3200.007260 = -2084695.505332
  nChanged 605
		SP:Iteration 9Q (45533.780000 sec): 3 clusters
  Score: Raw -2088161.191926 + Penalty 3200.007260 = -2084961.184665
  nChanged 768
		SP:Iteration 10Q (45534.100000 sec): 3 clusters
  Score: Raw -2088548.854218 + Penalty 3200.007260 = -2085348.846958
  nChanged 902
		SP:Iteration 11Q (45534.430000 sec): 3 clusters
  Score: Raw -2089100.019671 + Penalty 3200.007260 = -2085900.012410
  nChanged 999
		SP:Iteration 12F (45534.770000 sec): 3 clusters
  Score: Raw -2089810.460166 + Penalty 3200.007260 = -2086610.452906
  nChanged 1049
		SP:Iteration 13F (45535.110000 sec): 3 clusters
  Score: Raw -2090614.501826 + Penalty 3200.007260 = -2087414.494566
  nChanged 974
		SP:Iteration 14F (45535.400000 sec): 3 clusters
  Score: Raw -2091408.201618 + Penalty 3200.007260 = -2088208.194358
  nChanged 830
		SP:Iteration 15Q (45535.680000 sec): 3 clusters
  Score: Raw -2092115.787365 + Penalty 3200.007260 = -2088915.780104
  nChanged 625
		SP:Iteration 16Q (45535.990000 sec): 3 clusters
  Score: Raw -2092626.787527 + Penalty 3200.007260 = -2089426.780266
  nChanged 418
		SP:Iteration 17Q (45536.280000 sec): 3 clusters
  Score: Raw -2092995.374999 + Penalty 3200.007260 = -2089795.367738
  nChanged 288
		SP:Iteration 18Q (45536.530000 sec): 3 clusters
  Score: Raw -2093270.879352 + Penalty 3200.007260 = -2090070.872091
  nChanged 150
		SP:Iteration 19Q (45536.750000 sec): 3 clusters
  Score: Raw -2093425.390128 + Penalty 3200.007260 = -2090225.382868
  nChanged 66
		SP:Iteration 20F (45537.060000 sec): 3 clusters
  Score: Raw -2093506.626962 + Penalty 3200.007260 = -2090306.619702
  nChanged 35
		SP:Iteration 21Q (45537.320000 sec): 3 clusters
  Score: Raw -2093551.274060 + Penalty 3200.007260 = -2090351.266799
  nChanged 18
		SP:Iteration 22Q (45537.550000 sec): 3 clusters
  Score: Raw -2093574.271193 + Penalty 3200.007260 = -2090374.263932
  nChanged 18
		SP:Iteration 23Q (45537.790000 sec): 3 clusters
  Score: Raw -2093596.819710 + Penalty 3200.007260 = -2090396.812450
  nChanged 12
		SP:Iteration 24Q (45538.020000 sec): 3 clusters
  Score: Raw -2093616.197107 + Penalty 3200.007260 = -2090416.189847
  nChanged 13
		SP:Iteration 25Q (45538.210000 sec): 3 clusters
  Score: Raw -2093635.357874 + Penalty 3200.007260 = -2090435.350614
  nChanged 5
		SP:Iteration 26Q (45538.440000 sec): 3 clusters
  Score: Raw -2093642.019612 + Penalty 3200.007260 = -2090442.012352
  nChanged 4
		SP:Iteration 27Q (45538.620000 sec): 3 clusters
  Score: Raw -2093646.143514 + Penalty 3200.007260 = -2090446.136253
  nChanged 3
		SP:Iteration 28Q (45538.880000 sec): 3 clusters
  Score: Raw -2093649.440993 + Penalty 3200.007260 = -2090449.433732
  nChanged 4
		SP:Iteration 29Q (45539.120000 sec): 3 clusters
  Score: Raw -2093655.810581 + Penalty 3200.007260 = -2090455.803320
  nChanged 4
		SP:Iteration 30Q (45539.440000 sec): 3 clusters
  Score: Raw -2093659.442776 + Penalty 3200.007260 = -2090459.435516
  nChanged 2
		SP:Iteration 31Q (45539.720000 sec): 3 clusters
  Score: Raw -2093663.112787 + Penalty 3200.007260 = -2090463.105526
  nChanged 1
		SP:Iteration 32Q (45539.990000 sec): 3 clusters
  Score: Raw -2093664.396909 + Penalty 3200.007260 = -2090464.389649
  nChanged 0
		SP:Iteration 33F (45540.320000 sec): 3 clusters
  Score: Raw -2093664.396909 + Penalty 3200.007260 = -2090464.389649
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45540.420000 sec): 2 clusters
  Score: Raw -657387.685398 + Penalty 1414.912228 = -655972.773169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45540.640000 sec): 3 clusters
  Score: Raw -654148.419545 + Penalty 2829.824457 = -651318.595088
  nChanged 2510
		SP:Iteration 1F (45540.860000 sec): 3 clusters
  Score: Raw -655456.120175 + Penalty 2829.824457 = -652626.295718
  nChanged 380
		SP:Iteration 2F (45541.070000 sec): 3 clusters
  Score: Raw -655618.259349 + Penalty 2829.824457 = -652788.434892
  nChanged 264
		SP:Iteration 3Q (45541.280000 sec): 3 clusters
  Score: Raw -655743.343636 + Penalty 2829.824457 = -652913.519179
  nChanged 250
		SP:Iteration 4Q (45541.490000 sec): 3 clusters
  Score: Raw -655848.883063 + Penalty 2829.824457 = -653019.058606
  nChanged 223
		SP:Iteration 5Q (45541.690000 sec): 3 clusters
  Score: Raw -655941.659773 + Penalty 2829.824457 = -653111.835316
  nChanged 189
		SP:Iteration 6Q (45541.830000 sec): 3 clusters
  Score: Raw -656015.773461 + Penalty 2829.824457 = -653185.949004
  nChanged 167
		SP:Iteration 7Q (45542.030000 sec): 3 clusters
  Score: Raw -656071.449859 + Penalty 2829.824457 = -653241.625402
  nChanged 134
		SP:Iteration 8Q (45542.300000 sec): 3 clusters
  Score: Raw -656116.559982 + Penalty 2829.824457 = -653286.735525
  nChanged 114
		SP:Iteration 9Q (45542.560000 sec): 3 clusters
  Score: Raw -656153.104959 + Penalty 2829.824457 = -653323.280502
  nChanged 108
		SP:Iteration 10Q (45542.800000 sec): 3 clusters
  Score: Raw -656194.009549 + Penalty 2829.824457 = -653364.185092
  nChanged 118
		SP:Iteration 11Q (45543.000000 sec): 3 clusters
  Score: Raw -656236.962896 + Penalty 2829.824457 = -653407.138439
  nChanged 102
		SP:Iteration 12Q (45543.240000 sec): 3 clusters
  Score: Raw -656273.013517 + Penalty 2829.824457 = -653443.189061
  nChanged 107
		SP:Iteration 13Q (45543.380000 sec): 3 clusters
  Score: Raw -656304.301789 + Penalty 2829.824457 = -653474.477332
  nChanged 107
		SP:Iteration 14Q (45543.560000 sec): 3 clusters
  Score: Raw -656341.873221 + Penalty 2829.824457 = -653512.048764
  nChanged 116
		SP:Iteration 15Q (45543.780000 sec): 3 clusters
  Score: Raw -656392.109855 + Penalty 2829.824457 = -653562.285398
  nChanged 131
		SP:Iteration 16Q (45543.980000 sec): 3 clusters
  Score: Raw -656444.581778 + Penalty 2829.824457 = -653614.757321
  nChanged 118
		SP:Iteration 17Q (45544.230000 sec): 3 clusters
  Score: Raw -656487.293722 + Penalty 2829.824457 = -653657.469265
  nChanged 111
		SP:Iteration 18Q (45544.480000 sec): 3 clusters
  Score: Raw -656528.187855 + Penalty 2829.824457 = -653698.363398
  nChanged 100
		SP:Iteration 19Q (45544.670000 sec): 3 clusters
  Score: Raw -656570.536953 + Penalty 2829.824457 = -653740.712496
  nChanged 118
		SP:Iteration 20F (45544.840000 sec): 3 clusters
  Score: Raw -656622.408797 + Penalty 2829.824457 = -653792.584340
  nChanged 127
		SP:Iteration 21Q (45545.050000 sec): 3 clusters
  Score: Raw -656690.221419 + Penalty 2829.824457 = -653860.396962
  nChanged 139
		SP:Iteration 22Q (45545.300000 sec): 3 clusters
  Score: Raw -656755.138224 + Penalty 2829.824457 = -653925.313767
  nChanged 128
		SP:Iteration 23Q (45545.500000 sec): 3 clusters
  Score: Raw -656818.420775 + Penalty 2829.824457 = -653988.596318
  nChanged 127
		SP:Iteration 24Q (45545.700000 sec): 3 clusters
  Score: Raw -656877.882426 + Penalty 2829.824457 = -654048.057969
  nChanged 112
		SP:Iteration 25Q (45545.910000 sec): 3 clusters
  Score: Raw -656925.621755 + Penalty 2829.824457 = -654095.797298
  nChanged 101
		SP:Iteration 26Q (45546.100000 sec): 3 clusters
  Score: Raw -656962.415730 + Penalty 2829.824457 = -654132.591273
  nChanged 81
		SP:Iteration 27Q (45546.320000 sec): 3 clusters
  Score: Raw -656987.928540 + Penalty 2829.824457 = -654158.104083
  nChanged 52
		SP:Iteration 28Q (45546.540000 sec): 3 clusters
  Score: Raw -657003.108467 + Penalty 2829.824457 = -654173.284010
  nChanged 54
		SP:Iteration 29Q (45546.750000 sec): 3 clusters
  Score: Raw -657019.065033 + Penalty 2829.824457 = -654189.240576
  nChanged 41
		SP:Iteration 30Q (45546.970000 sec): 3 clusters
  Score: Raw -657029.190185 + Penalty 2829.824457 = -654199.365728
  nChanged 41
		SP:Iteration 31Q (45547.190000 sec): 3 clusters
  Score: Raw -657038.908382 + Penalty 2829.824457 = -654209.083925
  nChanged 41
		SP:Iteration 32Q (45547.440000 sec): 3 clusters
  Score: Raw -657047.634077 + Penalty 2829.824457 = -654217.809620
  nChanged 32
		SP:Iteration 33Q (45547.640000 sec): 3 clusters
  Score: Raw -657055.231628 + Penalty 2829.824457 = -654225.407171
  nChanged 31
		SP:Iteration 34Q (45547.880000 sec): 3 clusters
  Score: Raw -657061.752608 + Penalty 2829.824457 = -654231.928151
  nChanged 23
		SP:Iteration 35Q (45548.060000 sec): 3 clusters
  Score: Raw -657065.735437 + Penalty 2829.824457 = -654235.910980
  nChanged 15
		SP:Iteration 36Q (45548.230000 sec): 3 clusters
  Score: Raw -657068.715945 + Penalty 2829.824457 = -654238.891488
  nChanged 14
		SP:Iteration 37Q (45548.450000 sec): 3 clusters
  Score: Raw -657071.677206 + Penalty 2829.824457 = -654241.852749
  nChanged 20
		SP:Iteration 38Q (45548.660000 sec): 3 clusters
  Score: Raw -657075.892513 + Penalty 2829.824457 = -654246.068056
  nChanged 23
		SP:Iteration 39Q (45548.850000 sec): 3 clusters
  Score: Raw -657082.706303 + Penalty 2829.824457 = -654252.881846
  nChanged 26
		SP:Iteration 40F (45549.060000 sec): 3 clusters
  Score: Raw -657090.277842 + Penalty 2829.824457 = -654260.453385
  nChanged 31
		SP:Iteration 41Q (45549.240000 sec): 3 clusters
  Score: Raw -657098.504500 + Penalty 2829.824457 = -654268.680043
  nChanged 28
		SP:Iteration 42Q (45549.460000 sec): 3 clusters
  Score: Raw -657105.778575 + Penalty 2829.824457 = -654275.954118
  nChanged 27
		SP:Iteration 43Q (45549.670000 sec): 3 clusters
  Score: Raw -657112.614519 + Penalty 2829.824457 = -654282.790062
  nChanged 24
		SP:Iteration 44Q (45549.870000 sec): 3 clusters
  Score: Raw -657118.272039 + Penalty 2829.824457 = -654288.447582
  nChanged 23
		SP:Iteration 45Q (45550.060000 sec): 3 clusters
  Score: Raw -657122.352639 + Penalty 2829.824457 = -654292.528182
  nChanged 17
		SP:Iteration 46Q (45550.280000 sec): 3 clusters
  Score: Raw -657125.889412 + Penalty 2829.824457 = -654296.064955
  nChanged 14
		SP:Iteration 47Q (45550.520000 sec): 3 clusters
  Score: Raw -657129.053121 + Penalty 2829.824457 = -654299.228664
  nChanged 16
		SP:Iteration 48Q (45550.730000 sec): 3 clusters
  Score: Raw -657132.712647 + Penalty 2829.824457 = -654302.888190
  nChanged 18
		SP:Iteration 49Q (45550.950000 sec): 3 clusters
  Score: Raw -657136.441582 + Penalty 2829.824457 = -654306.617125
  nChanged 21
		SP:Iteration 50Q (45551.190000 sec): 3 clusters
  Score: Raw -657141.692475 + Penalty 2829.824457 = -654311.868018
  nChanged 23
		SP:Iteration 51Q (45551.380000 sec): 3 clusters
  Score: Raw -657146.690543 + Penalty 2829.824457 = -654316.866086
  nChanged 14
		SP:Iteration 52Q (45551.620000 sec): 3 clusters
  Score: Raw -657149.369865 + Penalty 2829.824457 = -654319.545408
  nChanged 13
		SP:Iteration 53Q (45551.880000 sec): 3 clusters
  Score: Raw -657153.827486 + Penalty 2829.824457 = -654324.003029
  nChanged 19
		SP:Iteration 54Q (45552.130000 sec): 3 clusters
  Score: Raw -657159.393277 + Penalty 2829.824457 = -654329.568820
  nChanged 20
		SP:Iteration 55Q (45552.420000 sec): 3 clusters
  Score: Raw -657165.688870 + Penalty 2829.824457 = -654335.864413
  nChanged 25
		SP:Iteration 56Q (45552.620000 sec): 3 clusters
  Score: Raw -657171.316721 + Penalty 2829.824457 = -654341.492264
  nChanged 20
		SP:Iteration 57Q (45552.860000 sec): 3 clusters
  Score: Raw -657176.373766 + Penalty 2829.824457 = -654346.549309
  nChanged 18
		SP:Iteration 58Q (45553.030000 sec): 3 clusters
  Score: Raw -657180.125828 + Penalty 2829.824457 = -654350.301371
  nChanged 18
		SP:Iteration 59Q (45553.220000 sec): 3 clusters
  Score: Raw -657184.588302 + Penalty 2829.824457 = -654354.763845
  nChanged 21
		SP:Iteration 60F (45553.400000 sec): 3 clusters
  Score: Raw -657190.366517 + Penalty 2829.824457 = -654360.542060
  nChanged 24
		SP:Iteration 61Q (45553.550000 sec): 3 clusters
  Score: Raw -657196.871400 + Penalty 2829.824457 = -654367.046943
  nChanged 21
		SP:Iteration 62Q (45553.730000 sec): 3 clusters
  Score: Raw -657202.340178 + Penalty 2829.824457 = -654372.515721
  nChanged 18
		SP:Iteration 63Q (45553.940000 sec): 3 clusters
  Score: Raw -657206.435461 + Penalty 2829.824457 = -654376.611004
  nChanged 16
		SP:Iteration 64Q (45554.190000 sec): 3 clusters
  Score: Raw -657210.522748 + Penalty 2829.824457 = -654380.698291
  nChanged 10
		SP:Iteration 65Q (45554.440000 sec): 3 clusters
  Score: Raw -657212.075399 + Penalty 2829.824457 = -654382.250942
  nChanged 7
		SP:Iteration 66Q (45554.640000 sec): 3 clusters
  Score: Raw -657214.354609 + Penalty 2829.824457 = -654384.530152
  nChanged 10
		SP:Iteration 67Q (45554.880000 sec): 3 clusters
  Score: Raw -657216.574065 + Penalty 2829.824457 = -654386.749608
  nChanged 10
		SP:Iteration 68Q (45555.100000 sec): 3 clusters
  Score: Raw -657219.270216 + Penalty 2829.824457 = -654389.445759
  nChanged 14
		SP:Iteration 69Q (45555.320000 sec): 3 clusters
  Score: Raw -657223.066973 + Penalty 2829.824457 = -654393.242516
  nChanged 20
		SP:Iteration 70Q (45555.500000 sec): 3 clusters
  Score: Raw -657229.376109 + Penalty 2829.824457 = -654399.551652
  nChanged 20
		SP:Iteration 71Q (45555.720000 sec): 3 clusters
  Score: Raw -657236.284129 + Penalty 2829.824457 = -654406.459672
  nChanged 26
		SP:Iteration 72Q (45555.930000 sec): 3 clusters
  Score: Raw -657245.797081 + Penalty 2829.824457 = -654415.972624
  nChanged 30
		SP:Iteration 73Q (45556.140000 sec): 3 clusters
  Score: Raw -657255.655249 + Penalty 2829.824457 = -654425.830792
  nChanged 31
		SP:Iteration 74Q (45556.360000 sec): 3 clusters
  Score: Raw -657267.096114 + Penalty 2829.824457 = -654437.271657
  nChanged 28
		SP:Iteration 75Q (45556.600000 sec): 3 clusters
  Score: Raw -657276.300197 + Penalty 2829.824457 = -654446.475740
  nChanged 21
		SP:Iteration 76Q (45556.790000 sec): 3 clusters
  Score: Raw -657283.873596 + Penalty 2829.824457 = -654454.049139
  nChanged 22
		SP:Iteration 77Q (45557.040000 sec): 3 clusters
  Score: Raw -657292.095936 + Penalty 2829.824457 = -654462.271479
  nChanged 22
		SP:Iteration 78Q (45557.280000 sec): 3 clusters
  Score: Raw -657298.163529 + Penalty 2829.824457 = -654468.339072
  nChanged 27
		SP:Iteration 79Q (45557.450000 sec): 3 clusters
  Score: Raw -657306.982109 + Penalty 2829.824457 = -654477.157652
  nChanged 27
		SP:Iteration 80F (45557.670000 sec): 3 clusters
  Score: Raw -657315.402319 + Penalty 2829.824457 = -654485.577862
  nChanged 24
		SP:Iteration 81Q (45557.910000 sec): 3 clusters
  Score: Raw -657324.288193 + Penalty 2829.824457 = -654494.463736
  nChanged 29
		SP:Iteration 82Q (45558.090000 sec): 3 clusters
  Score: Raw -657335.351910 + Penalty 2829.824457 = -654505.527453
  nChanged 23
		SP:Iteration 83Q (45558.290000 sec): 3 clusters
  Score: Raw -657344.326224 + Penalty 2829.824457 = -654514.501767
  nChanged 23
		SP:Iteration 84Q (45558.490000 sec): 3 clusters
  Score: Raw -657351.570030 + Penalty 2829.824457 = -654521.745573
  nChanged 17
		SP:Iteration 85Q (45558.670000 sec): 3 clusters
  Score: Raw -657356.554977 + Penalty 2829.824457 = -654526.730520
  nChanged 13
		SP:Iteration 86Q (45558.880000 sec): 3 clusters
  Score: Raw -657361.299817 + Penalty 2829.824457 = -654531.475360
  nChanged 16
		SP:Iteration 87Q (45559.060000 sec): 3 clusters
  Score: Raw -657366.213744 + Penalty 2829.824457 = -654536.389287
  nChanged 18
		SP:Iteration 88Q (45559.270000 sec): 3 clusters
  Score: Raw -657373.293504 + Penalty 2829.824457 = -654543.469047
  nChanged 23
		SP:Iteration 89Q (45559.440000 sec): 3 clusters
  Score: Raw -657382.625647 + Penalty 2829.824457 = -654552.801190
  nChanged 27
		SP:Iteration 90Q (45559.650000 sec): 3 clusters
  Score: Raw -657393.534746 + Penalty 2829.824457 = -654563.710289
  nChanged 23
		SP:Iteration 91Q (45559.810000 sec): 3 clusters
  Score: Raw -657401.709484 + Penalty 2829.824457 = -654571.885027
  nChanged 24
		SP:Iteration 92Q (45560.020000 sec): 3 clusters
  Score: Raw -657413.269509 + Penalty 2829.824457 = -654583.445052
  nChanged 24
		SP:Iteration 93Q (45560.260000 sec): 3 clusters
  Score: Raw -657423.071930 + Penalty 2829.824457 = -654593.247473
  nChanged 19
		SP:Iteration 94Q (45560.460000 sec): 3 clusters
  Score: Raw -657430.849408 + Penalty 2829.824457 = -654601.024951
  nChanged 16
		SP:Iteration 95Q (45560.670000 sec): 3 clusters
  Score: Raw -657435.011837 + Penalty 2829.824457 = -654605.187380
  nChanged 10
		SP:Iteration 96Q (45560.880000 sec): 3 clusters
  Score: Raw -657438.841141 + Penalty 2829.824457 = -654609.016684
  nChanged 11
		SP:Iteration 97Q (45561.080000 sec): 3 clusters
  Score: Raw -657441.638072 + Penalty 2829.824457 = -654611.813615
  nChanged 10
		SP:Iteration 98Q (45561.310000 sec): 3 clusters
  Score: Raw -657446.363945 + Penalty 2829.824457 = -654616.539489
  nChanged 17
		SP:Iteration 99Q (45561.540000 sec): 3 clusters
  Score: Raw -657452.676003 + Penalty 2829.824457 = -654622.851546
  nChanged 12
		SP:Iteration 100F (45561.750000 sec): 3 clusters
  Score: Raw -657456.698716 + Penalty 2829.824457 = -654626.874259
  nChanged 5
		SP:Iteration 101Q (45561.970000 sec): 3 clusters
  Score: Raw -657458.402021 + Penalty 2829.824457 = -654628.577564
  nChanged 5
		SP:Iteration 102Q (45562.160000 sec): 3 clusters
  Score: Raw -657460.804462 + Penalty 2829.824457 = -654630.980005
  nChanged 3
		SP:Iteration 103Q (45562.390000 sec): 3 clusters
  Score: Raw -657461.942896 + Penalty 2829.824457 = -654632.118439
  nChanged 3
		SP:Iteration 104Q (45562.580000 sec): 3 clusters
  Score: Raw -657463.396439 + Penalty 2829.824457 = -654633.571982
  nChanged 2
		SP:Iteration 105Q (45562.730000 sec): 3 clusters
  Score: Raw -657463.997644 + Penalty 2829.824457 = -654634.173187
  nChanged 3
		SP:Iteration 106Q (45562.910000 sec): 3 clusters
  Score: Raw -657465.209636 + Penalty 2829.824457 = -654635.385179
  nChanged 3
		SP:Iteration 107Q (45563.080000 sec): 3 clusters
  Score: Raw -657465.931681 + Penalty 2829.824457 = -654636.107224
  nChanged 2
		SP:Iteration 108Q (45563.310000 sec): 3 clusters
  Score: Raw -657466.532713 + Penalty 2829.824457 = -654636.708256
  nChanged 2
		SP:Iteration 109Q (45563.560000 sec): 3 clusters
  Score: Raw -657467.639750 + Penalty 2829.824457 = -654637.815293
  nChanged 2
		SP:Iteration 110Q (45563.740000 sec): 3 clusters
  Score: Raw -657469.433334 + Penalty 2829.824457 = -654639.608877
  nChanged 3
		SP:Iteration 111Q (45563.940000 sec): 3 clusters
  Score: Raw -657471.915640 + Penalty 2829.824457 = -654642.091183
  nChanged 3
		SP:Iteration 112Q (45564.130000 sec): 3 clusters
  Score: Raw -657473.527509 + Penalty 2829.824457 = -654643.703052
  nChanged 7
		SP:Iteration 113Q (45564.350000 sec): 3 clusters
  Score: Raw -657475.811338 + Penalty 2829.824457 = -654645.986881
  nChanged 3
		SP:Iteration 114Q (45564.570000 sec): 3 clusters
  Score: Raw -657477.069060 + Penalty 2829.824457 = -654647.244603
  nChanged 3
		SP:Iteration 115Q (45564.770000 sec): 3 clusters
  Score: Raw -657477.901907 + Penalty 2829.824457 = -654648.077450
  nChanged 4
		SP:Iteration 116Q (45564.990000 sec): 3 clusters
  Score: Raw -657478.776224 + Penalty 2829.824457 = -654648.951767
  nChanged 4
		SP:Iteration 117Q (45565.220000 sec): 3 clusters
  Score: Raw -657479.555470 + Penalty 2829.824457 = -654649.731013
  nChanged 3
		SP:Iteration 118Q (45565.440000 sec): 3 clusters
  Score: Raw -657480.275885 + Penalty 2829.824457 = -654650.451428
  nChanged 0
		SP:Iteration 119F (45565.650000 sec): 3 clusters
  Score: Raw -657480.275885 + Penalty 2829.824457 = -654650.451428
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45565.780000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45565.980000 sec): 3 clusters
  Score: Raw -53004.531122 + Penalty 2034.984797 = -50969.546325
  nChanged 111
		SP:Iteration 1F (45566.230000 sec): 3 clusters
  Score: Raw -53153.253717 + Penalty 2034.984797 = -51118.268919
  nChanged 35
		SP:Iteration 2F (45566.450000 sec): 3 clusters
  Score: Raw -53198.177142 + Penalty 2034.984797 = -51163.192344
  nChanged 8
		SP:Iteration 3Q (45566.670000 sec): 3 clusters
  Score: Raw -53213.199248 + Penalty 2034.984797 = -51178.214450
  nChanged 5
		SP:Iteration 4Q (45566.840000 sec): 3 clusters
  Score: Raw -53218.948277 + Penalty 2034.984797 = -51183.963480
  nChanged 2
		SP:Iteration 5Q (45566.980000 sec): 3 clusters
  Score: Raw -53222.746781 + Penalty 2034.984797 = -51187.761984
  nChanged 3
		SP:Iteration 6Q (45567.110000 sec): 3 clusters
  Score: Raw -53226.320648 + Penalty 2034.984797 = -51191.335850
  nChanged 4
		SP:Iteration 7Q (45567.310000 sec): 3 clusters
  Score: Raw -53233.890653 + Penalty 2034.984797 = -51198.905855
  nChanged 4
		SP:Iteration 8Q (45567.470000 sec): 3 clusters
  Score: Raw -53239.074321 + Penalty 2034.984797 = -51204.089524
  nChanged 4
		SP:Iteration 9Q (45567.680000 sec): 3 clusters
  Score: Raw -53245.203893 + Penalty 2034.984797 = -51210.219095
  nChanged 1
		SP:Iteration 10Q (45567.910000 sec): 3 clusters
  Score: Raw -53246.214707 + Penalty 2034.984797 = -51211.229909
  nChanged 1
		SP:Iteration 11Q (45568.140000 sec): 3 clusters
  Score: Raw -53248.842616 + Penalty 2034.984797 = -51213.857818
  nChanged 1
		SP:Iteration 12Q (45568.280000 sec): 3 clusters
  Score: Raw -53249.185062 + Penalty 2034.984797 = -51214.200264
  nChanged 1
		SP:Iteration 13Q (45568.420000 sec): 3 clusters
  Score: Raw -53250.270349 + Penalty 2034.984797 = -51215.285552
  nChanged 0
		SP:Iteration 14F (45568.560000 sec): 3 clusters
  Score: Raw -53250.270349 + Penalty 2034.984797 = -51215.285552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45568.660000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45568.760000 sec): 3 clusters
  Score: Raw -50595.749075 + Penalty 2009.848390 = -48585.900685
  nChanged 113
		SP:Iteration 1F (45568.980000 sec): 3 clusters
  Score: Raw -50767.112709 + Penalty 2009.848390 = -48757.264320
  nChanged 31
		SP:Iteration 2F (45569.110000 sec): 3 clusters
  Score: Raw -50826.156169 + Penalty 2009.848390 = -48816.307780
  nChanged 12
		SP:Iteration 3Q (45569.380000 sec): 3 clusters
  Score: Raw -50842.596248 + Penalty 2009.848390 = -48832.747858
  nChanged 4
		SP:Iteration 4Q (45569.500000 sec): 3 clusters
  Score: Raw -50848.723107 + Penalty 2009.848390 = -48838.874718
  nChanged 2
		SP:Iteration 5Q (45569.660000 sec): 3 clusters
  Score: Raw -50852.814584 + Penalty 2009.848390 = -48842.966194
  nChanged 1
		SP:Iteration 6Q (45569.830000 sec): 3 clusters
  Score: Raw -50854.915616 + Penalty 2009.848390 = -48845.067226
  nChanged 2
		SP:Iteration 7Q (45569.990000 sec): 3 clusters
  Score: Raw -50858.662078 + Penalty 2009.848390 = -48848.813688
  nChanged 2
		SP:Iteration 8Q (45570.130000 sec): 3 clusters
  Score: Raw -50862.076625 + Penalty 2009.848390 = -48852.228236
  nChanged 3
		SP:Iteration 9Q (45570.280000 sec): 3 clusters
  Score: Raw -50866.724150 + Penalty 2009.848390 = -48856.875760
  nChanged 1
		SP:Iteration 10Q (45570.440000 sec): 3 clusters
  Score: Raw -50869.584993 + Penalty 2009.848390 = -48859.736603
  nChanged 2
		SP:Iteration 11Q (45570.630000 sec): 3 clusters
  Score: Raw -50875.726935 + Penalty 2009.848390 = -48865.878545
  nChanged 1
		SP:Iteration 12Q (45570.750000 sec): 3 clusters
  Score: Raw -50882.860086 + Penalty 2009.848390 = -48873.011697
  nChanged 1
		SP:Iteration 13Q (45570.920000 sec): 3 clusters
  Score: Raw -50887.082292 + Penalty 2009.848390 = -48877.233902
  nChanged 1
		SP:Iteration 14Q (45571.090000 sec): 3 clusters
  Score: Raw -50889.953824 + Penalty 2009.848390 = -48880.105435
  nChanged 2
		SP:Iteration 15Q (45571.370000 sec): 3 clusters
  Score: Raw -50893.183954 + Penalty 2009.848390 = -48883.335565
  nChanged 1
		SP:Iteration 16Q (45571.520000 sec): 3 clusters
  Score: Raw -50895.177603 + Penalty 2009.848390 = -48885.329214
  nChanged 2
		SP:Iteration 17Q (45571.640000 sec): 3 clusters
  Score: Raw -50899.280582 + Penalty 2009.848390 = -48889.432193
  nChanged 1
		SP:Iteration 18Q (45571.810000 sec): 3 clusters
  Score: Raw -50900.510022 + Penalty 2009.848390 = -48890.661632
  nChanged 0
		SP:Iteration 19F (45571.970000 sec): 3 clusters
  Score: Raw -50900.510022 + Penalty 2009.848390 = -48890.661632
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45572.130000 sec): 2 clusters
  Score: Raw -835262.635993 + Penalty 1458.066594 = -833804.569400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45572.360000 sec): 3 clusters
  Score: Raw -830925.499839 + Penalty 2916.133187 = -828009.366652
  nChanged 3354
		SP:Iteration 1F (45572.560000 sec): 3 clusters
  Score: Raw -832781.100728 + Penalty 2916.133187 = -829864.967540
  nChanged 504
		SP:Iteration 2F (45572.820000 sec): 3 clusters
  Score: Raw -833068.179761 + Penalty 2916.133187 = -830152.046574
  nChanged 445
		SP:Iteration 3F (45573.040000 sec): 3 clusters
  Score: Raw -833342.113230 + Penalty 2916.133187 = -830425.980042
  nChanged 453
		SP:Iteration 4F (45573.270000 sec): 3 clusters
  Score: Raw -833620.565054 + Penalty 2916.133187 = -830704.431867
  nChanged 400
		SP:Iteration 5F (45573.480000 sec): 3 clusters
  Score: Raw -833878.707935 + Penalty 2916.133187 = -830962.574747
  nChanged 392
		SP:Iteration 6Q (45573.710000 sec): 3 clusters
  Score: Raw -834135.510721 + Penalty 2916.133187 = -831219.377534
  nChanged 383
		SP:Iteration 7Q (45573.980000 sec): 3 clusters
  Score: Raw -834389.128850 + Penalty 2916.133187 = -831472.995663
  nChanged 402
		SP:Iteration 8F (45574.260000 sec): 3 clusters
  Score: Raw -834624.247217 + Penalty 2916.133187 = -831708.114030
  nChanged 337
		SP:Iteration 9Q (45574.500000 sec): 3 clusters
  Score: Raw -834795.778282 + Penalty 2916.133187 = -831879.645094
  nChanged 293
		SP:Iteration 10Q (45574.660000 sec): 3 clusters
  Score: Raw -834939.271129 + Penalty 2916.133187 = -832023.137942
  nChanged 228
		SP:Iteration 11Q (45574.810000 sec): 3 clusters
  Score: Raw -835034.769513 + Penalty 2916.133187 = -832118.636326
  nChanged 177
		SP:Iteration 12Q (45574.980000 sec): 3 clusters
  Score: Raw -835095.255196 + Penalty 2916.133187 = -832179.122008
  nChanged 124
		SP:Iteration 13Q (45575.170000 sec): 3 clusters
  Score: Raw -835127.549396 + Penalty 2916.133187 = -832211.416209
  nChanged 85
		SP:Iteration 14Q (45575.420000 sec): 3 clusters
  Score: Raw -835149.951852 + Penalty 2916.133187 = -832233.818665
  nChanged 77
		SP:Iteration 15Q (45575.630000 sec): 3 clusters
  Score: Raw -835169.840686 + Penalty 2916.133187 = -832253.707499
  nChanged 61
		SP:Iteration 16Q (45575.870000 sec): 3 clusters
  Score: Raw -835183.566141 + Penalty 2916.133187 = -832267.432954
  nChanged 53
		SP:Iteration 17Q (45576.090000 sec): 3 clusters
  Score: Raw -835196.778515 + Penalty 2916.133187 = -832280.645328
  nChanged 50
		SP:Iteration 18Q (45576.320000 sec): 3 clusters
  Score: Raw -835210.098650 + Penalty 2916.133187 = -832293.965463
  nChanged 66
		SP:Iteration 19Q (45576.550000 sec): 3 clusters
  Score: Raw -835225.636996 + Penalty 2916.133187 = -832309.503808
  nChanged 55
		SP:Iteration 20F (45576.780000 sec): 3 clusters
  Score: Raw -835238.184214 + Penalty 2916.133187 = -832322.051026
  nChanged 50
		SP:Iteration 21Q (45577.030000 sec): 3 clusters
  Score: Raw -835251.294504 + Penalty 2916.133187 = -832335.161317
  nChanged 50
		SP:Iteration 22Q (45577.230000 sec): 3 clusters
  Score: Raw -835264.879061 + Penalty 2916.133187 = -832348.745874
  nChanged 49
		SP:Iteration 23Q (45577.440000 sec): 3 clusters
  Score: Raw -835275.146497 + Penalty 2916.133187 = -832359.013310
  nChanged 49
		SP:Iteration 24Q (45577.690000 sec): 3 clusters
  Score: Raw -835284.136484 + Penalty 2916.133187 = -832368.003296
  nChanged 48
		SP:Iteration 25Q (45577.880000 sec): 3 clusters
  Score: Raw -835295.613884 + Penalty 2916.133187 = -832379.480697
  nChanged 54
		SP:Iteration 26Q (45578.110000 sec): 3 clusters
  Score: Raw -835309.842123 + Penalty 2916.133187 = -832393.708936
  nChanged 63
		SP:Iteration 27Q (45578.320000 sec): 3 clusters
  Score: Raw -835327.153570 + Penalty 2916.133187 = -832411.020383
  nChanged 73
		SP:Iteration 28Q (45578.550000 sec): 3 clusters
  Score: Raw -835346.459628 + Penalty 2916.133187 = -832430.326441
  nChanged 61
		SP:Iteration 29Q (45578.760000 sec): 3 clusters
  Score: Raw -835362.946216 + Penalty 2916.133187 = -832446.813029
  nChanged 55
		SP:Iteration 30Q (45579.020000 sec): 3 clusters
  Score: Raw -835378.311652 + Penalty 2916.133187 = -832462.178464
  nChanged 55
		SP:Iteration 31Q (45579.160000 sec): 3 clusters
  Score: Raw -835395.089330 + Penalty 2916.133187 = -832478.956143
  nChanged 60
		SP:Iteration 32Q (45579.350000 sec): 3 clusters
  Score: Raw -835408.365611 + Penalty 2916.133187 = -832492.232424
  nChanged 46
		SP:Iteration 33Q (45579.550000 sec): 3 clusters
  Score: Raw -835416.749766 + Penalty 2916.133187 = -832500.616578
  nChanged 47
		SP:Iteration 34Q (45579.810000 sec): 3 clusters
  Score: Raw -835426.655449 + Penalty 2916.133187 = -832510.522261
  nChanged 44
		SP:Iteration 35Q (45579.990000 sec): 3 clusters
  Score: Raw -835435.030606 + Penalty 2916.133187 = -832518.897419
  nChanged 41
		SP:Iteration 36Q (45580.170000 sec): 3 clusters
  Score: Raw -835443.389756 + Penalty 2916.133187 = -832527.256569
  nChanged 34
		SP:Iteration 37Q (45580.410000 sec): 3 clusters
  Score: Raw -835451.609164 + Penalty 2916.133187 = -832535.475977
  nChanged 36
		SP:Iteration 38Q (45580.560000 sec): 3 clusters
  Score: Raw -835460.803367 + Penalty 2916.133187 = -832544.670179
  nChanged 46
		SP:Iteration 39Q (45580.760000 sec): 3 clusters
  Score: Raw -835473.198861 + Penalty 2916.133187 = -832557.065673
  nChanged 45
		SP:Iteration 40F (45580.970000 sec): 3 clusters
  Score: Raw -835483.894099 + Penalty 2916.133187 = -832567.760912
  nChanged 42
		SP:Iteration 41Q (45581.150000 sec): 3 clusters
  Score: Raw -835495.516206 + Penalty 2916.133187 = -832579.383019
  nChanged 53
		SP:Iteration 42Q (45581.360000 sec): 3 clusters
  Score: Raw -835510.702614 + Penalty 2916.133187 = -832594.569427
  nChanged 62
		SP:Iteration 43Q (45581.610000 sec): 3 clusters
  Score: Raw -835528.108640 + Penalty 2916.133187 = -832611.975453
  nChanged 55
		SP:Iteration 44Q (45581.790000 sec): 3 clusters
  Score: Raw -835541.082784 + Penalty 2916.133187 = -832624.949597
  nChanged 47
		SP:Iteration 45Q (45581.970000 sec): 3 clusters
  Score: Raw -835552.341934 + Penalty 2916.133187 = -832636.208747
  nChanged 43
		SP:Iteration 46Q (45582.180000 sec): 3 clusters
  Score: Raw -835563.202962 + Penalty 2916.133187 = -832647.069774
  nChanged 41
		SP:Iteration 47Q (45582.400000 sec): 3 clusters
  Score: Raw -835571.826002 + Penalty 2916.133187 = -832655.692815
  nChanged 34
		SP:Iteration 48Q (45582.650000 sec): 3 clusters
  Score: Raw -835578.644580 + Penalty 2916.133187 = -832662.511392
  nChanged 29
		SP:Iteration 49Q (45582.860000 sec): 3 clusters
  Score: Raw -835586.412196 + Penalty 2916.133187 = -832670.279008
  nChanged 31
		SP:Iteration 50Q (45583.080000 sec): 3 clusters
  Score: Raw -835593.809624 + Penalty 2916.133187 = -832677.676437
  nChanged 33
		SP:Iteration 51Q (45583.290000 sec): 3 clusters
  Score: Raw -835601.635885 + Penalty 2916.133187 = -832685.502698
  nChanged 33
		SP:Iteration 52Q (45583.480000 sec): 3 clusters
  Score: Raw -835609.591713 + Penalty 2916.133187 = -832693.458525
  nChanged 34
		SP:Iteration 53Q (45583.680000 sec): 3 clusters
  Score: Raw -835617.745500 + Penalty 2916.133187 = -832701.612312
  nChanged 28
		SP:Iteration 54Q (45583.860000 sec): 3 clusters
  Score: Raw -835626.385937 + Penalty 2916.133187 = -832710.252749
  nChanged 32
		SP:Iteration 55Q (45584.080000 sec): 3 clusters
  Score: Raw -835633.192031 + Penalty 2916.133187 = -832717.058843
  nChanged 26
		SP:Iteration 56Q (45584.340000 sec): 3 clusters
  Score: Raw -835639.849155 + Penalty 2916.133187 = -832723.715968
  nChanged 30
		SP:Iteration 57Q (45584.530000 sec): 3 clusters
  Score: Raw -835647.845737 + Penalty 2916.133187 = -832731.712550
  nChanged 27
		SP:Iteration 58Q (45584.820000 sec): 3 clusters
  Score: Raw -835655.345280 + Penalty 2916.133187 = -832739.212093
  nChanged 38
		SP:Iteration 59Q (45585.000000 sec): 3 clusters
  Score: Raw -835663.560775 + Penalty 2916.133187 = -832747.427588
  nChanged 29
		SP:Iteration 60F (45585.290000 sec): 3 clusters
  Score: Raw -835670.947259 + Penalty 2916.133187 = -832754.814072
  nChanged 24
		SP:Iteration 61Q (45585.480000 sec): 3 clusters
  Score: Raw -835675.847162 + Penalty 2916.133187 = -832759.713974
  nChanged 16
		SP:Iteration 62Q (45585.730000 sec): 3 clusters
  Score: Raw -835679.041549 + Penalty 2916.133187 = -832762.908362
  nChanged 14
		SP:Iteration 63Q (45585.960000 sec): 3 clusters
  Score: Raw -835682.124042 + Penalty 2916.133187 = -832765.990855
  nChanged 12
		SP:Iteration 64Q (45586.250000 sec): 3 clusters
  Score: Raw -835684.228616 + Penalty 2916.133187 = -832768.095429
  nChanged 11
		SP:Iteration 65Q (45586.420000 sec): 3 clusters
  Score: Raw -835685.864438 + Penalty 2916.133187 = -832769.731250
  nChanged 9
		SP:Iteration 66Q (45586.620000 sec): 3 clusters
  Score: Raw -835688.216169 + Penalty 2916.133187 = -832772.082982
  nChanged 13
		SP:Iteration 67Q (45586.860000 sec): 3 clusters
  Score: Raw -835690.484874 + Penalty 2916.133187 = -832774.351687
  nChanged 11
		SP:Iteration 68Q (45587.100000 sec): 3 clusters
  Score: Raw -835692.806541 + Penalty 2916.133187 = -832776.673354
  nChanged 9
		SP:Iteration 69Q (45587.280000 sec): 3 clusters
  Score: Raw -835694.423746 + Penalty 2916.133187 = -832778.290558
  nChanged 10
		SP:Iteration 70Q (45587.460000 sec): 3 clusters
  Score: Raw -835696.447030 + Penalty 2916.133187 = -832780.313843
  nChanged 9
		SP:Iteration 71Q (45587.640000 sec): 3 clusters
  Score: Raw -835698.178162 + Penalty 2916.133187 = -832782.044975
  nChanged 8
		SP:Iteration 72Q (45587.850000 sec): 3 clusters
  Score: Raw -835699.964199 + Penalty 2916.133187 = -832783.831012
  nChanged 8
		SP:Iteration 73Q (45588.110000 sec): 3 clusters
  Score: Raw -835701.269684 + Penalty 2916.133187 = -832785.136497
  nChanged 7
		SP:Iteration 74Q (45588.290000 sec): 3 clusters
  Score: Raw -835702.421838 + Penalty 2916.133187 = -832786.288651
  nChanged 4
		SP:Iteration 75Q (45588.520000 sec): 3 clusters
  Score: Raw -835703.453694 + Penalty 2916.133187 = -832787.320507
  nChanged 8
		SP:Iteration 76Q (45588.700000 sec): 3 clusters
  Score: Raw -835705.637946 + Penalty 2916.133187 = -832789.504759
  nChanged 15
		SP:Iteration 77Q (45588.980000 sec): 3 clusters
  Score: Raw -835709.212350 + Penalty 2916.133187 = -832793.079163
  nChanged 17
		SP:Iteration 78Q (45589.240000 sec): 3 clusters
  Score: Raw -835713.173666 + Penalty 2916.133187 = -832797.040478
  nChanged 19
		SP:Iteration 79Q (45589.480000 sec): 3 clusters
  Score: Raw -835717.276517 + Penalty 2916.133187 = -832801.143329
  nChanged 18
		SP:Iteration 80F (45589.650000 sec): 3 clusters
  Score: Raw -835721.065540 + Penalty 2916.133187 = -832804.932353
  nChanged 21
		SP:Iteration 81Q (45589.810000 sec): 3 clusters
  Score: Raw -835725.373339 + Penalty 2916.133187 = -832809.240151
  nChanged 19
		SP:Iteration 82Q (45589.980000 sec): 3 clusters
  Score: Raw -835728.958348 + Penalty 2916.133187 = -832812.825161
  nChanged 10
		SP:Iteration 83Q (45590.150000 sec): 3 clusters
  Score: Raw -835730.476904 + Penalty 2916.133187 = -832814.343716
  nChanged 8
		SP:Iteration 84Q (45590.310000 sec): 3 clusters
  Score: Raw -835731.654152 + Penalty 2916.133187 = -832815.520965
  nChanged 4
		SP:Iteration 85Q (45590.480000 sec): 3 clusters
  Score: Raw -835732.343549 + Penalty 2916.133187 = -832816.210362
  nChanged 3
		SP:Iteration 86Q (45590.640000 sec): 3 clusters
  Score: Raw -835732.838909 + Penalty 2916.133187 = -832816.705722
  nChanged 2
		SP:Iteration 87Q (45590.810000 sec): 3 clusters
  Score: Raw -835733.154293 + Penalty 2916.133187 = -832817.021105
  nChanged 2
		SP:Iteration 88Q (45590.970000 sec): 3 clusters
  Score: Raw -835733.373411 + Penalty 2916.133187 = -832817.240223
  nChanged 1
		SP:Iteration 89Q (45591.140000 sec): 3 clusters
  Score: Raw -835733.472976 + Penalty 2916.133187 = -832817.339789
  nChanged 1
		SP:Iteration 90Q (45591.330000 sec): 3 clusters
  Score: Raw -835733.685495 + Penalty 2916.133187 = -832817.552307
  nChanged 2
		SP:Iteration 91Q (45591.500000 sec): 3 clusters
  Score: Raw -835734.001513 + Penalty 2916.133187 = -832817.868325
  nChanged 3
		SP:Iteration 92Q (45591.650000 sec): 3 clusters
  Score: Raw -835734.535084 + Penalty 2916.133187 = -832818.401896
  nChanged 4
		SP:Iteration 93Q (45591.830000 sec): 3 clusters
  Score: Raw -835735.175860 + Penalty 2916.133187 = -832819.042673
  nChanged 6
		SP:Iteration 94Q (45592.000000 sec): 3 clusters
  Score: Raw -835736.256135 + Penalty 2916.133187 = -832820.122948
  nChanged 4
		SP:Iteration 95Q (45592.240000 sec): 3 clusters
  Score: Raw -835737.069885 + Penalty 2916.133187 = -832820.936697
  nChanged 10
		SP:Iteration 96Q (45592.440000 sec): 3 clusters
  Score: Raw -835738.843449 + Penalty 2916.133187 = -832822.710262
  nChanged 9
		SP:Iteration 97Q (45592.580000 sec): 3 clusters
  Score: Raw -835740.481303 + Penalty 2916.133187 = -832824.348116
  nChanged 7
		SP:Iteration 98Q (45592.730000 sec): 3 clusters
  Score: Raw -835741.769453 + Penalty 2916.133187 = -832825.636266
  nChanged 7
		SP:Iteration 99Q (45592.890000 sec): 3 clusters
  Score: Raw -835742.657518 + Penalty 2916.133187 = -832826.524331
  nChanged 4
		SP:Iteration 100F (45593.070000 sec): 3 clusters
  Score: Raw -835743.253225 + Penalty 2916.133187 = -832827.120038
  nChanged 5
		SP:Iteration 101Q (45593.250000 sec): 3 clusters
  Score: Raw -835743.846211 + Penalty 2916.133187 = -832827.713024
  nChanged 3
		SP:Iteration 102Q (45593.430000 sec): 3 clusters
  Score: Raw -835744.263937 + Penalty 2916.133187 = -832828.130750
  nChanged 1
		SP:Iteration 103Q (45593.620000 sec): 3 clusters
  Score: Raw -835744.370586 + Penalty 2916.133187 = -832828.237398
  nChanged 3
		SP:Iteration 104Q (45593.750000 sec): 3 clusters
  Score: Raw -835744.880402 + Penalty 2916.133187 = -832828.747215
  nChanged 4
		SP:Iteration 105Q (45593.960000 sec): 3 clusters
  Score: Raw -835745.236602 + Penalty 2916.133187 = -832829.103415
  nChanged 3
		SP:Iteration 106Q (45594.090000 sec): 3 clusters
  Score: Raw -835745.608964 + Penalty 2916.133187 = -832829.475777
  nChanged 3
		SP:Iteration 107Q (45594.260000 sec): 3 clusters
  Score: Raw -835746.204724 + Penalty 2916.133187 = -832830.071537
  nChanged 4
		SP:Iteration 108Q (45594.440000 sec): 3 clusters
  Score: Raw -835746.896426 + Penalty 2916.133187 = -832830.763239
  nChanged 3
		SP:Iteration 109Q (45594.620000 sec): 3 clusters
  Score: Raw -835747.363091 + Penalty 2916.133187 = -832831.229904
  nChanged 3
		SP:Iteration 110Q (45594.810000 sec): 3 clusters
  Score: Raw -835747.770051 + Penalty 2916.133187 = -832831.636864
  nChanged 3
		SP:Iteration 111Q (45594.990000 sec): 3 clusters
  Score: Raw -835748.353921 + Penalty 2916.133187 = -832832.220734
  nChanged 4
		SP:Iteration 112Q (45595.170000 sec): 3 clusters
  Score: Raw -835749.089696 + Penalty 2916.133187 = -832832.956509
  nChanged 5
		SP:Iteration 113Q (45595.340000 sec): 3 clusters
  Score: Raw -835749.905878 + Penalty 2916.133187 = -832833.772690
  nChanged 6
		SP:Iteration 114Q (45595.520000 sec): 3 clusters
  Score: Raw -835751.083204 + Penalty 2916.133187 = -832834.950016
  nChanged 4
		SP:Iteration 115Q (45595.700000 sec): 3 clusters
  Score: Raw -835751.885328 + Penalty 2916.133187 = -832835.752141
  nChanged 10
		SP:Iteration 116Q (45595.890000 sec): 3 clusters
  Score: Raw -835754.252429 + Penalty 2916.133187 = -832838.119242
  nChanged 10
		SP:Iteration 117Q (45596.110000 sec): 3 clusters
  Score: Raw -835756.136102 + Penalty 2916.133187 = -832840.002915
  nChanged 6
		SP:Iteration 118Q (45596.290000 sec): 3 clusters
  Score: Raw -835756.931104 + Penalty 2916.133187 = -832840.797917
  nChanged 4
		SP:Iteration 119Q (45596.480000 sec): 3 clusters
  Score: Raw -835757.420061 + Penalty 2916.133187 = -832841.286873
  nChanged 4
		SP:Iteration 120F (45596.650000 sec): 3 clusters
  Score: Raw -835758.048849 + Penalty 2916.133187 = -832841.915661
  nChanged 2
		SP:Iteration 121Q (45596.820000 sec): 3 clusters
  Score: Raw -835758.450002 + Penalty 2916.133187 = -832842.316815
  nChanged 3
		SP:Iteration 122Q (45597.040000 sec): 3 clusters
  Score: Raw -835759.202610 + Penalty 2916.133187 = -832843.069423
  nChanged 6
		SP:Iteration 123Q (45597.220000 sec): 3 clusters
  Score: Raw -835760.754155 + Penalty 2916.133187 = -832844.620967
  nChanged 4
		SP:Iteration 124Q (45597.400000 sec): 3 clusters
  Score: Raw -835761.398233 + Penalty 2916.133187 = -832845.265046
  nChanged 3
		SP:Iteration 125Q (45597.590000 sec): 3 clusters
  Score: Raw -835761.896899 + Penalty 2916.133187 = -832845.763712
  nChanged 5
		SP:Iteration 126Q (45597.770000 sec): 3 clusters
  Score: Raw -835762.896546 + Penalty 2916.133187 = -832846.763359
  nChanged 5
		SP:Iteration 127Q (45597.990000 sec): 3 clusters
  Score: Raw -835763.916084 + Penalty 2916.133187 = -832847.782897
  nChanged 3
		SP:Iteration 128Q (45598.170000 sec): 3 clusters
  Score: Raw -835764.355903 + Penalty 2916.133187 = -832848.222715
  nChanged 2
		SP:Iteration 129Q (45598.350000 sec): 3 clusters
  Score: Raw -835764.536595 + Penalty 2916.133187 = -832848.403407
  nChanged 1
		SP:Iteration 130Q (45598.530000 sec): 3 clusters
  Score: Raw -835764.718658 + Penalty 2916.133187 = -832848.585470
  nChanged 1
		SP:Iteration 131Q (45598.710000 sec): 3 clusters
  Score: Raw -835764.932477 + Penalty 2916.133187 = -832848.799290
  nChanged 0
		SP:Iteration 132F (45598.890000 sec): 3 clusters
  Score: Raw -835764.932477 + Penalty 2916.133187 = -832848.799290
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45598.990000 sec): 2 clusters
  Score: Raw -880315.044701 + Penalty 1469.715625 = -878845.329076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45599.170000 sec): 3 clusters
  Score: Raw -875622.200854 + Penalty 2939.431249 = -872682.769605
  nChanged 3617
		SP:Iteration 1F (45599.350000 sec): 3 clusters
  Score: Raw -877742.947225 + Penalty 2939.431249 = -874803.515976
  nChanged 655
		SP:Iteration 2F (45599.530000 sec): 3 clusters
  Score: Raw -878175.213215 + Penalty 2939.431249 = -875235.781966
  nChanged 576
		SP:Iteration 3F (45599.710000 sec): 3 clusters
  Score: Raw -878598.726741 + Penalty 2939.431249 = -875659.295492
  nChanged 567
		SP:Iteration 4F (45599.890000 sec): 3 clusters
  Score: Raw -878986.145918 + Penalty 2939.431249 = -876046.714668
  nChanged 501
		SP:Iteration 5F (45600.050000 sec): 3 clusters
  Score: Raw -879280.510716 + Penalty 2939.431249 = -876341.079467
  nChanged 374
		SP:Iteration 6Q (45600.220000 sec): 3 clusters
  Score: Raw -879518.109893 + Penalty 2939.431249 = -876578.678643
  nChanged 321
		SP:Iteration 7Q (45600.380000 sec): 3 clusters
  Score: Raw -879718.865695 + Penalty 2939.431249 = -876779.434445
  nChanged 302
		SP:Iteration 8Q (45600.550000 sec): 3 clusters
  Score: Raw -879893.267875 + Penalty 2939.431249 = -876953.836625
  nChanged 276
		SP:Iteration 9Q (45600.710000 sec): 3 clusters
  Score: Raw -880051.984013 + Penalty 2939.431249 = -877112.552763
  nChanged 247
		SP:Iteration 10Q (45600.880000 sec): 3 clusters
  Score: Raw -880204.679821 + Penalty 2939.431249 = -877265.248572
  nChanged 251
		SP:Iteration 11Q (45601.050000 sec): 3 clusters
  Score: Raw -880365.421609 + Penalty 2939.431249 = -877425.990359
  nChanged 236
		SP:Iteration 12Q (45601.250000 sec): 3 clusters
  Score: Raw -880509.637292 + Penalty 2939.431249 = -877570.206042
  nChanged 202
		SP:Iteration 13Q (45601.410000 sec): 3 clusters
  Score: Raw -880626.280307 + Penalty 2939.431249 = -877686.849058
  nChanged 154
		SP:Iteration 14Q (45601.570000 sec): 3 clusters
  Score: Raw -880704.892434 + Penalty 2939.431249 = -877765.461185
  nChanged 133
		SP:Iteration 15Q (45601.740000 sec): 3 clusters
  Score: Raw -880775.909726 + Penalty 2939.431249 = -877836.478477
  nChanged 117
		SP:Iteration 16Q (45601.910000 sec): 3 clusters
  Score: Raw -880835.980882 + Penalty 2939.431249 = -877896.549633
  nChanged 116
		SP:Iteration 17Q (45602.070000 sec): 3 clusters
  Score: Raw -880902.377422 + Penalty 2939.431249 = -877962.946173
  nChanged 133
		SP:Iteration 18Q (45602.230000 sec): 3 clusters
  Score: Raw -880980.598118 + Penalty 2939.431249 = -878041.166869
  nChanged 115
		SP:Iteration 19Q (45602.440000 sec): 3 clusters
  Score: Raw -881051.340077 + Penalty 2939.431249 = -878111.908828
  nChanged 91
		SP:Iteration 20F (45602.640000 sec): 3 clusters
  Score: Raw -881103.849702 + Penalty 2939.431249 = -878164.418452
  nChanged 82
		SP:Iteration 21Q (45602.820000 sec): 3 clusters
  Score: Raw -881141.211346 + Penalty 2939.431249 = -878201.780097
  nChanged 62
		SP:Iteration 22Q (45603.070000 sec): 3 clusters
  Score: Raw -881174.005542 + Penalty 2939.431249 = -878234.574293
  nChanged 78
		SP:Iteration 23Q (45603.260000 sec): 3 clusters
  Score: Raw -881224.726983 + Penalty 2939.431249 = -878285.295734
  nChanged 64
		SP:Iteration 24Q (45603.440000 sec): 3 clusters
  Score: Raw -881257.910711 + Penalty 2939.431249 = -878318.479461
  nChanged 43
		SP:Iteration 25Q (45603.640000 sec): 3 clusters
  Score: Raw -881276.424574 + Penalty 2939.431249 = -878336.993325
  nChanged 40
		SP:Iteration 26Q (45603.800000 sec): 3 clusters
  Score: Raw -881295.284126 + Penalty 2939.431249 = -878355.852876
  nChanged 27
		SP:Iteration 27Q (45604.020000 sec): 3 clusters
  Score: Raw -881304.008573 + Penalty 2939.431249 = -878364.577324
  nChanged 21
		SP:Iteration 28Q (45604.260000 sec): 3 clusters
  Score: Raw -881310.897646 + Penalty 2939.431249 = -878371.466396
  nChanged 18
		SP:Iteration 29Q (45604.480000 sec): 3 clusters
  Score: Raw -881316.588149 + Penalty 2939.431249 = -878377.156899
  nChanged 11
		SP:Iteration 30Q (45604.690000 sec): 3 clusters
  Score: Raw -881321.015881 + Penalty 2939.431249 = -878381.584631
  nChanged 13
		SP:Iteration 31Q (45604.820000 sec): 3 clusters
  Score: Raw -881325.507755 + Penalty 2939.431249 = -878386.076505
  nChanged 9
		SP:Iteration 32Q (45605.000000 sec): 3 clusters
  Score: Raw -881328.682454 + Penalty 2939.431249 = -878389.251205
  nChanged 7
		SP:Iteration 33Q (45605.210000 sec): 3 clusters
  Score: Raw -881330.380695 + Penalty 2939.431249 = -878390.949446
  nChanged 7
		SP:Iteration 34Q (45605.360000 sec): 3 clusters
  Score: Raw -881332.460038 + Penalty 2939.431249 = -878393.028789
  nChanged 5
		SP:Iteration 35Q (45605.530000 sec): 3 clusters
  Score: Raw -881333.782232 + Penalty 2939.431249 = -878394.350983
  nChanged 5
		SP:Iteration 36Q (45605.700000 sec): 3 clusters
  Score: Raw -881334.927268 + Penalty 2939.431249 = -878395.496018
  nChanged 4
		SP:Iteration 37Q (45605.840000 sec): 3 clusters
  Score: Raw -881336.158167 + Penalty 2939.431249 = -878396.726918
  nChanged 1
		SP:Iteration 38Q (45606.060000 sec): 3 clusters
  Score: Raw -881336.349574 + Penalty 2939.431249 = -878396.918325
  nChanged 1
		SP:Iteration 39Q (45606.230000 sec): 3 clusters
  Score: Raw -881337.120021 + Penalty 2939.431249 = -878397.688771
  nChanged 1
		SP:Iteration 40F (45606.430000 sec): 3 clusters
  Score: Raw -881337.551447 + Penalty 2939.431249 = -878398.120198
  nChanged 2
		SP:Iteration 41Q (45606.630000 sec): 3 clusters
  Score: Raw -881338.821285 + Penalty 2939.431249 = -878399.390036
  nChanged 3
		SP:Iteration 42Q (45606.820000 sec): 3 clusters
  Score: Raw -881339.705736 + Penalty 2939.431249 = -878400.274487
  nChanged 5
		SP:Iteration 43Q (45607.060000 sec): 3 clusters
  Score: Raw -881341.707405 + Penalty 2939.431249 = -878402.276155
  nChanged 3
		SP:Iteration 44Q (45607.220000 sec): 3 clusters
  Score: Raw -881343.008825 + Penalty 2939.431249 = -878403.577576
  nChanged 2
		SP:Iteration 45Q (45607.380000 sec): 3 clusters
  Score: Raw -881344.095271 + Penalty 2939.431249 = -878404.664022
  nChanged 3
		SP:Iteration 46Q (45607.620000 sec): 3 clusters
  Score: Raw -881344.873976 + Penalty 2939.431249 = -878405.442727
  nChanged 2
		SP:Iteration 47Q (45607.800000 sec): 3 clusters
  Score: Raw -881345.080154 + Penalty 2939.431249 = -878405.648904
  nChanged 0
		SP:Iteration 48F (45607.980000 sec): 3 clusters
  Score: Raw -881345.080154 + Penalty 2939.431249 = -878405.648904
  nChanged 0
Iteration 419Q (45736.710000 sec): 75 clusters
  Score: Raw -138130443.376728 + Penalty 169872.908604 = -137960570.468123
  nChanged 8
Iteration 420F (45966.540000 sec): 75 clusters
  Score: Raw -138130443.463421 + Penalty 169872.908604 = -137960570.554816
  nChanged 9
Iteration 421Q (46142.160000 sec): 75 clusters
  Score: Raw -138130443.544349 + Penalty 169872.908604 = -137960570.635745
  nChanged 8
Iteration 422Q (46305.960000 sec): 75 clusters
  Score: Raw -138130443.630310 + Penalty 169872.908604 = -137960570.721705
  nChanged 4
Iteration 423Q (46478.570000 sec): 75 clusters
  Score: Raw -138130443.666498 + Penalty 169872.908604 = -137960570.757894
  nChanged 6
Iteration 424Q (46652.590000 sec): 75 clusters
  Score: Raw -138130443.717983 + Penalty 169872.908604 = -137960570.809379
  nChanged 3
Iteration 425Q (46826.060000 sec): 75 clusters
  Score: Raw -138130443.747521 + Penalty 169872.908604 = -137960570.838917
  nChanged 4
Iteration 426Q (46997.030000 sec): 75 clusters
  Score: Raw -138130443.783758 + Penalty 169872.908604 = -137960570.875154
  nChanged 5
Iteration 427Q (47170.880000 sec): 75 clusters
  Score: Raw -138130443.831079 + Penalty 169872.908604 = -137960570.922475
  nChanged 4
Iteration 428Q (47343.510000 sec): 75 clusters
  Score: Raw -138130443.861020 + Penalty 169872.908604 = -137960570.952415
  nChanged 2
Iteration 429Q (47509.770000 sec): 75 clusters
  Score: Raw -138130443.880445 + Penalty 169872.908604 = -137960570.971840
  nChanged 6
Iteration 430Q (47684.550000 sec): 75 clusters
  Score: Raw -138130443.930032 + Penalty 169872.908604 = -137960571.021427
  nChanged 6
Iteration 431Q (47861.240000 sec): 75 clusters
  Score: Raw -138130443.970151 + Penalty 169872.908604 = -137960571.061546
  nChanged 6
Iteration 432Q (48031.070000 sec): 75 clusters
  Score: Raw -138130444.020612 + Penalty 169872.908604 = -137960571.112008
  nChanged 12
Iteration 433Q (48199.110000 sec): 75 clusters
  Score: Raw -138130444.137499 + Penalty 169872.908604 = -137960571.228894
  nChanged 9
Iteration 434Q (48354.750000 sec): 75 clusters
  Score: Raw -138130444.235679 + Penalty 169872.908604 = -137960571.327075
  nChanged 9
Iteration 435Q (48527.500000 sec): 75 clusters
  Score: Raw -138130444.340019 + Penalty 169872.908604 = -137960571.431414
  nChanged 8
Iteration 436Q (48697.410000 sec): 75 clusters
  Score: Raw -138130444.439707 + Penalty 169872.908604 = -137960571.531102
  nChanged 8
Iteration 437Q (48864.790000 sec): 75 clusters
  Score: Raw -138130444.561851 + Penalty 169872.908604 = -137960571.653246
  nChanged 5
Iteration 438Q (49038.800000 sec): 75 clusters
  Score: Raw -138130444.709740 + Penalty 169872.908604 = -137960571.801135
  nChanged 5
Iteration 439Q (49208.790000 sec): 75 clusters
  Score: Raw -138130444.826898 + Penalty 169872.908604 = -137960571.918293
  nChanged 2
Iteration 440F (49441.640000 sec): 75 clusters
  Score: Raw -138130444.873973 + Penalty 169872.908604 = -137960571.965369
  nChanged 2
Iteration 441Q (49615.030000 sec): 75 clusters
  Score: Raw -138130444.932897 + Penalty 169872.908604 = -137960572.024293
  nChanged 4
Iteration 442Q (49791.380000 sec): 75 clusters
  Score: Raw -138130444.986948 + Penalty 169872.908604 = -137960572.078344
  nChanged 4
Iteration 443Q (49964.770000 sec): 75 clusters
  Score: Raw -138130445.034223 + Penalty 169872.908604 = -137960572.125619
  nChanged 4
Iteration 444Q (50136.320000 sec): 75 clusters
  Score: Raw -138130445.117209 + Penalty 169872.908604 = -137960572.208605
  nChanged 5
Iteration 445Q (50311.770000 sec): 75 clusters
  Score: Raw -138130445.218925 + Penalty 169872.908604 = -137960572.310321
  nChanged 9
Iteration 446Q (50488.890000 sec): 75 clusters
  Score: Raw -138130445.375212 + Penalty 169872.908604 = -137960572.466608
  nChanged 14
Iteration 447Q (50661.230000 sec): 75 clusters
  Score: Raw -138130445.634030 + Penalty 169872.908604 = -137960572.725426
  nChanged 13
Iteration 448Q (50875.410000 sec): 75 clusters
  Score: Raw -138130445.884268 + Penalty 169872.908604 = -137960572.975664
  nChanged 20
Iteration 449Q (51057.520000 sec): 75 clusters
  Score: Raw -138130446.324764 + Penalty 169872.908604 = -137960573.416159
  nChanged 25
Iteration 450Q (51253.930000 sec): 75 clusters
  Score: Raw -138130446.751460 + Penalty 169872.908604 = -137960573.842855
  nChanged 23
Iteration 451Q (51448.980000 sec): 75 clusters
  Score: Raw -138130447.233272 + Penalty 169872.908604 = -137960574.324667
  nChanged 37
Iteration 452Q (51635.470000 sec): 75 clusters
  Score: Raw -138130447.906213 + Penalty 169872.908604 = -137960574.997609
  nChanged 38
Iteration 453Q (51810.910000 sec): 75 clusters
  Score: Raw -138130448.744348 + Penalty 169872.908604 = -137960575.835744
  nChanged 35
Iteration 454Q (51980.410000 sec): 75 clusters
  Score: Raw -138130449.734497 + Penalty 169872.908604 = -137960576.825892
  nChanged 40
Iteration 455Q (52135.570000 sec): 75 clusters
  Score: Raw -138130450.692795 + Penalty 169872.908604 = -137960577.784191
  nChanged 37
Iteration 456Q (52300.720000 sec): 75 clusters
  Score: Raw -138130451.475971 + Penalty 169872.908604 = -137960578.567367
  nChanged 43
Iteration 457Q (52480.430000 sec): 75 clusters
  Score: Raw -138130452.321114 + Penalty 169872.908604 = -137960579.412510
  nChanged 45
Iteration 458Q (52651.810000 sec): 75 clusters
  Score: Raw -138130453.073281 + Penalty 169872.908604 = -137960580.164677
  nChanged 37
Writing temp clu file 
Because OldScore, -137960579.412510, is greater than current (better) Score,-137960580.164677 
 Compute initial score before splitting:   Score: Raw -138130453.073281 + Penalty 169872.908604 = -137960580.164677
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52652.290000 sec): 2 clusters
  Score: Raw -354865.167435 + Penalty 1336.164966 = -353529.002469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52652.520000 sec): 3 clusters
  Score: Raw -353064.656777 + Penalty 2672.329932 = -350392.326845
  nChanged 1448
		SP:Iteration 1F (52652.700000 sec): 3 clusters
  Score: Raw -354020.370150 + Penalty 2672.329932 = -351348.040218
  nChanged 367
		SP:Iteration 2F (52652.900000 sec): 3 clusters
  Score: Raw -354339.685894 + Penalty 2672.329932 = -351667.355961
  nChanged 313
		SP:Iteration 3F (52653.040000 sec): 3 clusters
  Score: Raw -354623.896041 + Penalty 2672.329932 = -351951.566108
  nChanged 242
		SP:Iteration 4F (52653.210000 sec): 3 clusters
  Score: Raw -354813.458140 + Penalty 2672.329932 = -352141.128208
  nChanged 171
		SP:Iteration 5Q (52653.340000 sec): 3 clusters
  Score: Raw -354918.109364 + Penalty 2672.329932 = -352245.779431
  nChanged 109
		SP:Iteration 6Q (52653.470000 sec): 3 clusters
  Score: Raw -354979.599956 + Penalty 2672.329932 = -352307.270023
  nChanged 83
		SP:Iteration 7Q (52653.600000 sec): 3 clusters
  Score: Raw -355021.004883 + Penalty 2672.329932 = -352348.674951
  nChanged 69
		SP:Iteration 8Q (52653.740000 sec): 3 clusters
  Score: Raw -355052.644753 + Penalty 2672.329932 = -352380.314820
  nChanged 55
		SP:Iteration 9Q (52653.920000 sec): 3 clusters
  Score: Raw -355080.234694 + Penalty 2672.329932 = -352407.904762
  nChanged 38
		SP:Iteration 10Q (52654.060000 sec): 3 clusters
  Score: Raw -355095.129228 + Penalty 2672.329932 = -352422.799295
  nChanged 26
		SP:Iteration 11Q (52654.180000 sec): 3 clusters
  Score: Raw -355105.140997 + Penalty 2672.329932 = -352432.811064
  nChanged 17
		SP:Iteration 12Q (52654.310000 sec): 3 clusters
  Score: Raw -355111.288945 + Penalty 2672.329932 = -352438.959013
  nChanged 14
		SP:Iteration 13Q (52654.440000 sec): 3 clusters
  Score: Raw -355115.994681 + Penalty 2672.329932 = -352443.664748
  nChanged 14
		SP:Iteration 14Q (52654.560000 sec): 3 clusters
  Score: Raw -355122.103040 + Penalty 2672.329932 = -352449.773107
  nChanged 21
		SP:Iteration 15Q (52654.750000 sec): 3 clusters
  Score: Raw -355131.691282 + Penalty 2672.329932 = -352459.361349
  nChanged 18
		SP:Iteration 16Q (52654.920000 sec): 3 clusters
  Score: Raw -355139.115267 + Penalty 2672.329932 = -352466.785334
  nChanged 13
		SP:Iteration 17Q (52655.080000 sec): 3 clusters
  Score: Raw -355145.474149 + Penalty 2672.329932 = -352473.144217
  nChanged 14
		SP:Iteration 18Q (52655.250000 sec): 3 clusters
  Score: Raw -355152.510942 + Penalty 2672.329932 = -352480.181009
  nChanged 14
		SP:Iteration 19Q (52655.430000 sec): 3 clusters
  Score: Raw -355157.477551 + Penalty 2672.329932 = -352485.147619
  nChanged 9
		SP:Iteration 20F (52655.610000 sec): 3 clusters
  Score: Raw -355160.268895 + Penalty 2672.329932 = -352487.938962
  nChanged 11
		SP:Iteration 21Q (52655.760000 sec): 3 clusters
  Score: Raw -355163.266484 + Penalty 2672.329932 = -352490.936552
  nChanged 12
		SP:Iteration 22Q (52655.910000 sec): 3 clusters
  Score: Raw -355167.327484 + Penalty 2672.329932 = -352494.997551
  nChanged 13
		SP:Iteration 23Q (52656.080000 sec): 3 clusters
  Score: Raw -355171.642291 + Penalty 2672.329932 = -352499.312359
  nChanged 11
		SP:Iteration 24Q (52656.280000 sec): 3 clusters
  Score: Raw -355175.670769 + Penalty 2672.329932 = -352503.340837
  nChanged 15
		SP:Iteration 25Q (52656.440000 sec): 3 clusters
  Score: Raw -355182.018846 + Penalty 2672.329932 = -352509.688914
  nChanged 12
		SP:Iteration 26Q (52656.570000 sec): 3 clusters
  Score: Raw -355186.886488 + Penalty 2672.329932 = -352514.556555
  nChanged 13
		SP:Iteration 27Q (52656.750000 sec): 3 clusters
  Score: Raw -355193.694716 + Penalty 2672.329932 = -352521.364783
  nChanged 16
		SP:Iteration 28Q (52656.920000 sec): 3 clusters
  Score: Raw -355199.818589 + Penalty 2672.329932 = -352527.488657
  nChanged 6
		SP:Iteration 29Q (52657.110000 sec): 3 clusters
  Score: Raw -355201.284627 + Penalty 2672.329932 = -352528.954694
  nChanged 2
		SP:Iteration 30Q (52657.310000 sec): 3 clusters
  Score: Raw -355201.782440 + Penalty 2672.329932 = -352529.452507
  nChanged 3
		SP:Iteration 31Q (52657.440000 sec): 3 clusters
  Score: Raw -355202.416903 + Penalty 2672.329932 = -352530.086970
  nChanged 1
		SP:Iteration 32Q (52657.590000 sec): 3 clusters
  Score: Raw -355202.646067 + Penalty 2672.329932 = -352530.316135
  nChanged 2
		SP:Iteration 33Q (52657.780000 sec): 3 clusters
  Score: Raw -355203.193005 + Penalty 2672.329932 = -352530.863072
  nChanged 1
		SP:Iteration 34Q (52657.940000 sec): 3 clusters
  Score: Raw -355203.761541 + Penalty 2672.329932 = -352531.431608
  nChanged 0
		SP:Iteration 35F (52658.190000 sec): 3 clusters
  Score: Raw -355203.761541 + Penalty 2672.329932 = -352531.431608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52658.710000 sec): 2 clusters
  Score: Raw -9126278.943534 + Penalty 1845.491045 = -9124433.452489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52659.360000 sec): 3 clusters
  Score: Raw -9070853.834563 + Penalty 3690.982090 = -9067162.852473
  nChanged 40782
		SP:Iteration 1F (52660.020000 sec): 3 clusters
  Score: Raw -9094387.635903 + Penalty 3690.982090 = -9090696.653813
  nChanged 2718
		SP:Iteration 2Q (52660.700000 sec): 3 clusters
  Score: Raw -9095002.924346 + Penalty 3690.982090 = -9091311.942256
  nChanged 2767
		SP:Iteration 3Q (52661.410000 sec): 3 clusters
  Score: Raw -9095646.406810 + Penalty 3690.982090 = -9091955.424720
  nChanged 2787
		SP:Iteration 4Q (52662.110000 sec): 3 clusters
  Score: Raw -9096362.070450 + Penalty 3690.982090 = -9092671.088361
  nChanged 2936
		SP:Iteration 5Q (52662.860000 sec): 3 clusters
  Score: Raw -9097220.198770 + Penalty 3690.982090 = -9093529.216680
  nChanged 3253
		SP:Iteration 6Q (52663.690000 sec): 3 clusters
  Score: Raw -9098330.962725 + Penalty 3690.982090 = -9094639.980636
  nChanged 3658
		SP:Iteration 7Q (52664.410000 sec): 3 clusters
  Score: Raw -9099782.243663 + Penalty 3690.982090 = -9096091.261573
  nChanged 4115
		SP:Iteration 8Q (52665.130000 sec): 3 clusters
  Score: Raw -9101726.448434 + Penalty 3690.982090 = -9098035.466344
  nChanged 4582
		SP:Iteration 9F (52665.760000 sec): 3 clusters
  Score: Raw -9104320.951902 + Penalty 3690.982090 = -9100629.969812
  nChanged 4983
		SP:Iteration 10F (52666.470000 sec): 3 clusters
  Score: Raw -9107635.682462 + Penalty 3690.982090 = -9103944.700372
  nChanged 5006
		SP:Iteration 11F (52667.150000 sec): 3 clusters
  Score: Raw -9111344.303136 + Penalty 3690.982090 = -9107653.321046
  nChanged 4650
		SP:Iteration 12F (52667.880000 sec): 3 clusters
  Score: Raw -9115065.910258 + Penalty 3690.982090 = -9111374.928168
  nChanged 3921
		SP:Iteration 13Q (52668.590000 sec): 3 clusters
  Score: Raw -9118369.043060 + Penalty 3690.982090 = -9114678.060971
  nChanged 2975
		SP:Iteration 14Q (52669.260000 sec): 3 clusters
  Score: Raw -9120899.700479 + Penalty 3690.982090 = -9117208.718389
  nChanged 2120
		SP:Iteration 15Q (52669.940000 sec): 3 clusters
  Score: Raw -9122671.494952 + Penalty 3690.982090 = -9118980.512863
  nChanged 1498
		SP:Iteration 16Q (52670.580000 sec): 3 clusters
  Score: Raw -9123808.538786 + Penalty 3690.982090 = -9120117.556696
  nChanged 1086
		SP:Iteration 17Q (52671.280000 sec): 3 clusters
  Score: Raw -9124558.593049 + Penalty 3690.982090 = -9120867.610959
  nChanged 793
		SP:Iteration 18Q (52671.900000 sec): 3 clusters
  Score: Raw -9125044.642808 + Penalty 3690.982090 = -9121353.660718
  nChanged 678
		SP:Iteration 19Q (52672.470000 sec): 3 clusters
  Score: Raw -9125449.056936 + Penalty 3690.982090 = -9121758.074847
  nChanged 499
		SP:Iteration 20F (52673.070000 sec): 3 clusters
  Score: Raw -9125726.999433 + Penalty 3690.982090 = -9122036.017343
  nChanged 390
		SP:Iteration 21Q (52673.710000 sec): 3 clusters
  Score: Raw -9125952.856649 + Penalty 3690.982090 = -9122261.874559
  nChanged 284
		SP:Iteration 22Q (52674.270000 sec): 3 clusters
  Score: Raw -9126106.926326 + Penalty 3690.982090 = -9122415.944236
  nChanged 213
		SP:Iteration 23Q (52674.860000 sec): 3 clusters
  Score: Raw -9126218.430532 + Penalty 3690.982090 = -9122527.448442
  nChanged 158
		SP:Iteration 24Q (52675.420000 sec): 3 clusters
  Score: Raw -9126310.549326 + Penalty 3690.982090 = -9122619.567236
  nChanged 131
		SP:Iteration 25Q (52676.060000 sec): 3 clusters
  Score: Raw -9126396.978970 + Penalty 3690.982090 = -9122705.996880
  nChanged 100
		SP:Iteration 26Q (52676.670000 sec): 3 clusters
  Score: Raw -9126457.569267 + Penalty 3690.982090 = -9122766.587177
  nChanged 74
		SP:Iteration 27Q (52677.300000 sec): 3 clusters
  Score: Raw -9126498.680879 + Penalty 3690.982090 = -9122807.698790
  nChanged 59
		SP:Iteration 28Q (52677.910000 sec): 3 clusters
  Score: Raw -9126531.342062 + Penalty 3690.982090 = -9122840.359972
  nChanged 41
		SP:Iteration 29Q (52678.530000 sec): 3 clusters
  Score: Raw -9126551.092059 + Penalty 3690.982090 = -9122860.109969
  nChanged 32
		SP:Iteration 30Q (52679.130000 sec): 3 clusters
  Score: Raw -9126565.928219 + Penalty 3690.982090 = -9122874.946129
  nChanged 20
		SP:Iteration 31Q (52679.790000 sec): 3 clusters
  Score: Raw -9126576.621217 + Penalty 3690.982090 = -9122885.639127
  nChanged 18
		SP:Iteration 32Q (52680.450000 sec): 3 clusters
  Score: Raw -9126587.849007 + Penalty 3690.982090 = -9122896.866917
  nChanged 18
		SP:Iteration 33Q (52681.080000 sec): 3 clusters
  Score: Raw -9126594.607391 + Penalty 3690.982090 = -9122903.625302
  nChanged 11
		SP:Iteration 34Q (52681.620000 sec): 3 clusters
  Score: Raw -9126599.406235 + Penalty 3690.982090 = -9122908.424146
  nChanged 7
		SP:Iteration 35Q (52682.240000 sec): 3 clusters
  Score: Raw -9126603.004163 + Penalty 3690.982090 = -9122912.022074
  nChanged 6
		SP:Iteration 36Q (52682.880000 sec): 3 clusters
  Score: Raw -9126604.936706 + Penalty 3690.982090 = -9122913.954616
  nChanged 7
		SP:Iteration 37Q (52683.540000 sec): 3 clusters
  Score: Raw -9126609.478616 + Penalty 3690.982090 = -9122918.496526
  nChanged 8
		SP:Iteration 38Q (52684.120000 sec): 3 clusters
  Score: Raw -9126613.985098 + Penalty 3690.982090 = -9122923.003008
  nChanged 10
		SP:Iteration 39Q (52684.760000 sec): 3 clusters
  Score: Raw -9126620.466220 + Penalty 3690.982090 = -9122929.484130
  nChanged 12
		SP:Iteration 40F (52685.450000 sec): 3 clusters
  Score: Raw -9126625.761363 + Penalty 3690.982090 = -9122934.779273
  nChanged 6
		SP:Iteration 41Q (52686.140000 sec): 3 clusters
  Score: Raw -9126628.956837 + Penalty 3690.982090 = -9122937.974747
  nChanged 6
		SP:Iteration 42Q (52686.830000 sec): 3 clusters
  Score: Raw -9126631.540551 + Penalty 3690.982090 = -9122940.558462
  nChanged 3
		SP:Iteration 43Q (52687.530000 sec): 3 clusters
  Score: Raw -9126633.680558 + Penalty 3690.982090 = -9122942.698469
  nChanged 5
		SP:Iteration 44Q (52688.210000 sec): 3 clusters
  Score: Raw -9126635.634123 + Penalty 3690.982090 = -9122944.652033
  nChanged 1
		SP:Iteration 45Q (52688.840000 sec): 3 clusters
  Score: Raw -9126636.245103 + Penalty 3690.982090 = -9122945.263013
  nChanged 2
		SP:Iteration 46Q (52689.550000 sec): 3 clusters
  Score: Raw -9126636.962369 + Penalty 3690.982090 = -9122945.980279
  nChanged 2
		SP:Iteration 47Q (52690.240000 sec): 3 clusters
  Score: Raw -9126638.167969 + Penalty 3690.982090 = -9122947.185879
  nChanged 0
		SP:Iteration 48F (52690.980000 sec): 3 clusters
  Score: Raw -9126638.167969 + Penalty 3690.982090 = -9122947.185879
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52691.230000 sec): 2 clusters
  Score: Raw -2642632.435766 + Penalty 1643.793294 = -2640988.642472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52691.550000 sec): 3 clusters
  Score: Raw -2627491.785206 + Penalty 3287.586589 = -2624204.198617
  nChanged 11339
		SP:Iteration 1F (52691.820000 sec): 3 clusters
  Score: Raw -2633486.791505 + Penalty 3287.586589 = -2630199.204916
  nChanged 1032
		SP:Iteration 2Q (52692.170000 sec): 3 clusters
  Score: Raw -2633801.348352 + Penalty 3287.586589 = -2630513.761763
  nChanged 1025
		SP:Iteration 3Q (52692.530000 sec): 3 clusters
  Score: Raw -2634125.167367 + Penalty 3287.586589 = -2630837.580778
  nChanged 1097
		SP:Iteration 4Q (52692.850000 sec): 3 clusters
  Score: Raw -2634540.531611 + Penalty 3287.586589 = -2631252.945022
  nChanged 1312
		SP:Iteration 5F (52693.180000 sec): 3 clusters
  Score: Raw -2635188.647291 + Penalty 3287.586589 = -2631901.060702
  nChanged 1578
		SP:Iteration 6F (52693.570000 sec): 3 clusters
  Score: Raw -2636116.710344 + Penalty 3287.586589 = -2632829.123755
  nChanged 1716
		SP:Iteration 7F (52693.970000 sec): 3 clusters
  Score: Raw -2637333.493727 + Penalty 3287.586589 = -2634045.907138
  nChanged 1771
		SP:Iteration 8F (52694.310000 sec): 3 clusters
  Score: Raw -2638734.926975 + Penalty 3287.586589 = -2635447.340386
  nChanged 1626
		SP:Iteration 9F (52694.600000 sec): 3 clusters
  Score: Raw -2640133.787286 + Penalty 3287.586589 = -2636846.200697
  nChanged 1218
		SP:Iteration 10Q (52694.880000 sec): 3 clusters
  Score: Raw -2641224.042859 + Penalty 3287.586589 = -2637936.456270
  nChanged 802
		SP:Iteration 11Q (52695.250000 sec): 3 clusters
  Score: Raw -2641946.647092 + Penalty 3287.586589 = -2638659.060503
  nChanged 453
		SP:Iteration 12Q (52695.650000 sec): 3 clusters
  Score: Raw -2642357.420834 + Penalty 3287.586589 = -2639069.834245
  nChanged 241
		SP:Iteration 13Q (52696.020000 sec): 3 clusters
  Score: Raw -2642566.986728 + Penalty 3287.586589 = -2639279.400139
  nChanged 135
		SP:Iteration 14Q (52696.380000 sec): 3 clusters
  Score: Raw -2642705.723121 + Penalty 3287.586589 = -2639418.136532
  nChanged 89
		SP:Iteration 15Q (52696.670000 sec): 3 clusters
  Score: Raw -2642786.266722 + Penalty 3287.586589 = -2639498.680133
  nChanged 40
		SP:Iteration 16Q (52696.970000 sec): 3 clusters
  Score: Raw -2642822.857634 + Penalty 3287.586589 = -2639535.271045
  nChanged 22
		SP:Iteration 17Q (52697.350000 sec): 3 clusters
  Score: Raw -2642838.833331 + Penalty 3287.586589 = -2639551.246742
  nChanged 16
		SP:Iteration 18Q (52697.660000 sec): 3 clusters
  Score: Raw -2642847.941579 + Penalty 3287.586589 = -2639560.354990
  nChanged 4
		SP:Iteration 19Q (52697.940000 sec): 3 clusters
  Score: Raw -2642850.721540 + Penalty 3287.586589 = -2639563.134951
  nChanged 3
		SP:Iteration 20F (52698.230000 sec): 3 clusters
  Score: Raw -2642852.930090 + Penalty 3287.586589 = -2639565.343501
  nChanged 6
		SP:Iteration 21Q (52698.550000 sec): 3 clusters
  Score: Raw -2642858.084765 + Penalty 3287.586589 = -2639570.498176
  nChanged 5
		SP:Iteration 22Q (52698.850000 sec): 3 clusters
  Score: Raw -2642862.995023 + Penalty 3287.586589 = -2639575.408434
  nChanged 4
		SP:Iteration 23Q (52699.150000 sec): 3 clusters
  Score: Raw -2642865.876951 + Penalty 3287.586589 = -2639578.290362
  nChanged 4
		SP:Iteration 24Q (52699.470000 sec): 3 clusters
  Score: Raw -2642868.743165 + Penalty 3287.586589 = -2639581.156576
  nChanged 0
		SP:Iteration 25F (52699.870000 sec): 3 clusters
  Score: Raw -2642868.743165 + Penalty 3287.586589 = -2639581.156576
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52700.020000 sec): 2 clusters
  Score: Raw -162969.598413 + Penalty 1199.190225 = -161770.408188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52700.200000 sec): 3 clusters
  Score: Raw -162333.727945 + Penalty 2398.380450 = -159935.347495
  nChanged 559
		SP:Iteration 1F (52700.410000 sec): 3 clusters
  Score: Raw -162728.461081 + Penalty 2398.380450 = -160330.080631
  nChanged 118
		SP:Iteration 2F (52700.580000 sec): 3 clusters
  Score: Raw -162822.420758 + Penalty 2398.380450 = -160424.040308
  nChanged 70
		SP:Iteration 3Q (52700.790000 sec): 3 clusters
  Score: Raw -162874.425702 + Penalty 2398.380450 = -160476.045253
  nChanged 48
		SP:Iteration 4Q (52700.970000 sec): 3 clusters
  Score: Raw -162915.598788 + Penalty 2398.380450 = -160517.218339
  nChanged 37
		SP:Iteration 5Q (52701.110000 sec): 3 clusters
  Score: Raw -162943.991267 + Penalty 2398.380450 = -160545.610817
  nChanged 37
		SP:Iteration 6Q (52701.260000 sec): 3 clusters
  Score: Raw -162971.853719 + Penalty 2398.380450 = -160573.473270
  nChanged 28
		SP:Iteration 7Q (52701.410000 sec): 3 clusters
  Score: Raw -162999.324220 + Penalty 2398.380450 = -160600.943770
  nChanged 39
		SP:Iteration 8Q (52701.560000 sec): 3 clusters
  Score: Raw -163030.978429 + Penalty 2398.380450 = -160632.597980
  nChanged 27
		SP:Iteration 9Q (52701.810000 sec): 3 clusters
  Score: Raw -163050.880625 + Penalty 2398.380450 = -160652.500175
  nChanged 18
		SP:Iteration 10Q (52701.970000 sec): 3 clusters
  Score: Raw -163062.628253 + Penalty 2398.380450 = -160664.247803
  nChanged 9
		SP:Iteration 11Q (52702.150000 sec): 3 clusters
  Score: Raw -163068.286881 + Penalty 2398.380450 = -160669.906431
  nChanged 8
		SP:Iteration 12Q (52702.430000 sec): 3 clusters
  Score: Raw -163073.124944 + Penalty 2398.380450 = -160674.744494
  nChanged 4
		SP:Iteration 13Q (52702.670000 sec): 3 clusters
  Score: Raw -163076.012353 + Penalty 2398.380450 = -160677.631904
  nChanged 6
		SP:Iteration 14Q (52702.790000 sec): 3 clusters
  Score: Raw -163080.126036 + Penalty 2398.380450 = -160681.745586
  nChanged 11
		SP:Iteration 15Q (52702.960000 sec): 3 clusters
  Score: Raw -163089.857755 + Penalty 2398.380450 = -160691.477305
  nChanged 17
		SP:Iteration 16Q (52703.150000 sec): 3 clusters
  Score: Raw -163105.403326 + Penalty 2398.380450 = -160707.022877
  nChanged 14
		SP:Iteration 17Q (52703.280000 sec): 3 clusters
  Score: Raw -163113.757759 + Penalty 2398.380450 = -160715.377309
  nChanged 9
		SP:Iteration 18Q (52703.510000 sec): 3 clusters
  Score: Raw -163119.882480 + Penalty 2398.380450 = -160721.502030
  nChanged 10
		SP:Iteration 19Q (52703.620000 sec): 3 clusters
  Score: Raw -163126.691739 + Penalty 2398.380450 = -160728.311289
  nChanged 10
		SP:Iteration 20F (52703.800000 sec): 3 clusters
  Score: Raw -163135.050753 + Penalty 2398.380450 = -160736.670304
  nChanged 9
		SP:Iteration 21Q (52703.970000 sec): 3 clusters
  Score: Raw -163144.191424 + Penalty 2398.380450 = -160745.810974
  nChanged 11
		SP:Iteration 22Q (52704.160000 sec): 3 clusters
  Score: Raw -163152.569564 + Penalty 2398.380450 = -160754.189114
  nChanged 9
		SP:Iteration 23Q (52704.350000 sec): 3 clusters
  Score: Raw -163160.746175 + Penalty 2398.380450 = -160762.365725
  nChanged 8
		SP:Iteration 24Q (52704.570000 sec): 3 clusters
  Score: Raw -163165.465337 + Penalty 2398.380450 = -160767.084887
  nChanged 5
		SP:Iteration 25Q (52704.750000 sec): 3 clusters
  Score: Raw -163170.438526 + Penalty 2398.380450 = -160772.058076
  nChanged 4
		SP:Iteration 26Q (52704.910000 sec): 3 clusters
  Score: Raw -163173.390397 + Penalty 2398.380450 = -160775.009947
  nChanged 3
		SP:Iteration 27Q (52705.070000 sec): 3 clusters
  Score: Raw -163176.581561 + Penalty 2398.380450 = -160778.201112
  nChanged 6
		SP:Iteration 28Q (52705.260000 sec): 3 clusters
  Score: Raw -163181.293005 + Penalty 2398.380450 = -160782.912555
  nChanged 3
		SP:Iteration 29Q (52705.470000 sec): 3 clusters
  Score: Raw -163184.940290 + Penalty 2398.380450 = -160786.559841
  nChanged 0
		SP:Iteration 30F (52705.610000 sec): 3 clusters
  Score: Raw -163184.940290 + Penalty 2398.380450 = -160786.559841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52705.790000 sec): 2 clusters
  Score: Raw -1526934.948921 + Penalty 1563.033557 = -1525371.915364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52706.120000 sec): 3 clusters
  Score: Raw -1518154.350340 + Penalty 3126.067115 = -1515028.283225
  nChanged 6724
		SP:Iteration 1F (52706.460000 sec): 3 clusters
  Score: Raw -1521932.188739 + Penalty 3126.067115 = -1518806.121624
  nChanged 875
		SP:Iteration 2F (52706.670000 sec): 3 clusters
  Score: Raw -1522307.319263 + Penalty 3126.067115 = -1519181.252148
  nChanged 812
		SP:Iteration 3F (52706.990000 sec): 3 clusters
  Score: Raw -1522674.215190 + Penalty 3126.067115 = -1519548.148075
  nChanged 803
		SP:Iteration 4F (52707.300000 sec): 3 clusters
  Score: Raw -1523108.695152 + Penalty 3126.067115 = -1519982.628037
  nChanged 824
		SP:Iteration 5F (52707.610000 sec): 3 clusters
  Score: Raw -1523607.988505 + Penalty 3126.067115 = -1520481.921390
  nChanged 841
		SP:Iteration 6F (52707.890000 sec): 3 clusters
  Score: Raw -1524183.013494 + Penalty 3126.067115 = -1521056.946379
  nChanged 808
		SP:Iteration 7F (52708.120000 sec): 3 clusters
  Score: Raw -1524788.910186 + Penalty 3126.067115 = -1521662.843071
  nChanged 767
		SP:Iteration 8F (52708.420000 sec): 3 clusters
  Score: Raw -1525429.772049 + Penalty 3126.067115 = -1522303.704935
  nChanged 606
		SP:Iteration 9Q (52708.680000 sec): 3 clusters
  Score: Raw -1525939.124325 + Penalty 3126.067115 = -1522813.057210
  nChanged 392
		SP:Iteration 10Q (52708.940000 sec): 3 clusters
  Score: Raw -1526259.191190 + Penalty 3126.067115 = -1523133.124075
  nChanged 285
		SP:Iteration 11Q (52709.220000 sec): 3 clusters
  Score: Raw -1526492.246038 + Penalty 3126.067115 = -1523366.178923
  nChanged 200
		SP:Iteration 12Q (52709.490000 sec): 3 clusters
  Score: Raw -1526663.678598 + Penalty 3126.067115 = -1523537.611484
  nChanged 152
		SP:Iteration 13Q (52709.760000 sec): 3 clusters
  Score: Raw -1526776.118011 + Penalty 3126.067115 = -1523650.050896
  nChanged 103
		SP:Iteration 14Q (52709.980000 sec): 3 clusters
  Score: Raw -1526847.780393 + Penalty 3126.067115 = -1523721.713278
  nChanged 102
		SP:Iteration 15Q (52710.290000 sec): 3 clusters
  Score: Raw -1526915.427279 + Penalty 3126.067115 = -1523789.360165
  nChanged 65
		SP:Iteration 16Q (52710.560000 sec): 3 clusters
  Score: Raw -1526961.700486 + Penalty 3126.067115 = -1523835.633371
  nChanged 59
		SP:Iteration 17Q (52710.790000 sec): 3 clusters
  Score: Raw -1527003.080614 + Penalty 3126.067115 = -1523877.013499
  nChanged 41
		SP:Iteration 18Q (52711.090000 sec): 3 clusters
  Score: Raw -1527028.228955 + Penalty 3126.067115 = -1523902.161840
  nChanged 30
		SP:Iteration 19Q (52711.310000 sec): 3 clusters
  Score: Raw -1527046.762222 + Penalty 3126.067115 = -1523920.695107
  nChanged 27
		SP:Iteration 20F (52711.580000 sec): 3 clusters
  Score: Raw -1527063.406949 + Penalty 3126.067115 = -1523937.339834
  nChanged 17
		SP:Iteration 21Q (52711.900000 sec): 3 clusters
  Score: Raw -1527075.153928 + Penalty 3126.067115 = -1523949.086813
  nChanged 18
		SP:Iteration 22Q (52712.170000 sec): 3 clusters
  Score: Raw -1527088.803487 + Penalty 3126.067115 = -1523962.736373
  nChanged 15
		SP:Iteration 23Q (52712.470000 sec): 3 clusters
  Score: Raw -1527098.952506 + Penalty 3126.067115 = -1523972.885392
  nChanged 10
		SP:Iteration 24Q (52712.660000 sec): 3 clusters
  Score: Raw -1527105.187514 + Penalty 3126.067115 = -1523979.120400
  nChanged 8
		SP:Iteration 25Q (52712.940000 sec): 3 clusters
  Score: Raw -1527111.195220 + Penalty 3126.067115 = -1523985.128105
  nChanged 12
		SP:Iteration 26Q (52713.160000 sec): 3 clusters
  Score: Raw -1527119.868708 + Penalty 3126.067115 = -1523993.801593
  nChanged 16
		SP:Iteration 27Q (52713.430000 sec): 3 clusters
  Score: Raw -1527134.559664 + Penalty 3126.067115 = -1524008.492549
  nChanged 17
		SP:Iteration 28Q (52713.660000 sec): 3 clusters
  Score: Raw -1527148.390518 + Penalty 3126.067115 = -1524022.323403
  nChanged 11
		SP:Iteration 29Q (52713.880000 sec): 3 clusters
  Score: Raw -1527153.883816 + Penalty 3126.067115 = -1524027.816702
  nChanged 7
		SP:Iteration 30Q (52714.130000 sec): 3 clusters
  Score: Raw -1527157.050403 + Penalty 3126.067115 = -1524030.983288
  nChanged 2
		SP:Iteration 31Q (52714.320000 sec): 3 clusters
  Score: Raw -1527157.854400 + Penalty 3126.067115 = -1524031.787285
  nChanged 2
		SP:Iteration 32Q (52714.560000 sec): 3 clusters
  Score: Raw -1527159.324597 + Penalty 3126.067115 = -1524033.257483
  nChanged 3
		SP:Iteration 33Q (52714.780000 sec): 3 clusters
  Score: Raw -1527160.397765 + Penalty 3126.067115 = -1524034.330651
  nChanged 1
		SP:Iteration 34Q (52715.030000 sec): 3 clusters
  Score: Raw -1527160.904524 + Penalty 3126.067115 = -1524034.837409
  nChanged 3
		SP:Iteration 35Q (52715.260000 sec): 3 clusters
  Score: Raw -1527162.229296 + Penalty 3126.067115 = -1524036.162181
  nChanged 3
		SP:Iteration 36Q (52715.530000 sec): 3 clusters
  Score: Raw -1527164.373728 + Penalty 3126.067115 = -1524038.306613
  nChanged 3
		SP:Iteration 37Q (52715.790000 sec): 3 clusters
  Score: Raw -1527165.958544 + Penalty 3126.067115 = -1524039.891429
  nChanged 2
		SP:Iteration 38Q (52716.000000 sec): 3 clusters
  Score: Raw -1527166.818538 + Penalty 3126.067115 = -1524040.751423
  nChanged 1
		SP:Iteration 39Q (52716.240000 sec): 3 clusters
  Score: Raw -1527167.244279 + Penalty 3126.067115 = -1524041.177164
  nChanged 0
		SP:Iteration 40F (52716.480000 sec): 3 clusters
  Score: Raw -1527167.244279 + Penalty 3126.067115 = -1524041.177164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52716.660000 sec): 2 clusters
  Score: Raw -1090078.975462 + Penalty 1500.168845 = -1088578.806616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52716.880000 sec): 3 clusters
  Score: Raw -1084278.376202 + Penalty 3000.337691 = -1081278.038512
  nChanged 4430
		SP:Iteration 1F (52717.090000 sec): 3 clusters
  Score: Raw -1086717.114149 + Penalty 3000.337691 = -1083716.776458
  nChanged 664
		SP:Iteration 2F (52717.390000 sec): 3 clusters
  Score: Raw -1087040.746772 + Penalty 3000.337691 = -1084040.409081
  nChanged 582
		SP:Iteration 3F (52717.610000 sec): 3 clusters
  Score: Raw -1087356.337900 + Penalty 3000.337691 = -1084356.000209
  nChanged 566
		SP:Iteration 4F (52717.890000 sec): 3 clusters
  Score: Raw -1087691.659839 + Penalty 3000.337691 = -1084691.322149
  nChanged 551
		SP:Iteration 5F (52718.100000 sec): 3 clusters
  Score: Raw -1088061.522490 + Penalty 3000.337691 = -1085061.184800
  nChanged 552
		SP:Iteration 6F (52718.330000 sec): 3 clusters
  Score: Raw -1088484.299665 + Penalty 3000.337691 = -1085483.961974
  nChanged 597
		SP:Iteration 7F (52718.560000 sec): 3 clusters
  Score: Raw -1089017.976295 + Penalty 3000.337691 = -1086017.638605
  nChanged 660
		SP:Iteration 8F (52718.780000 sec): 3 clusters
  Score: Raw -1089677.799933 + Penalty 3000.337691 = -1086677.462242
  nChanged 570
		SP:Iteration 9F (52719.000000 sec): 3 clusters
  Score: Raw -1090228.426259 + Penalty 3000.337691 = -1087228.088569
  nChanged 464
		SP:Iteration 10Q (52719.190000 sec): 3 clusters
  Score: Raw -1090648.070680 + Penalty 3000.337691 = -1087647.732989
  nChanged 350
		SP:Iteration 11Q (52719.420000 sec): 3 clusters
  Score: Raw -1090904.796437 + Penalty 3000.337691 = -1087904.458747
  nChanged 249
		SP:Iteration 12Q (52719.740000 sec): 3 clusters
  Score: Raw -1091050.055791 + Penalty 3000.337691 = -1088049.718100
  nChanged 190
		SP:Iteration 13Q (52719.970000 sec): 3 clusters
  Score: Raw -1091141.954948 + Penalty 3000.337691 = -1088141.617258
  nChanged 159
		SP:Iteration 14Q (52720.240000 sec): 3 clusters
  Score: Raw -1091206.581566 + Penalty 3000.337691 = -1088206.243875
  nChanged 115
		SP:Iteration 15Q (52720.560000 sec): 3 clusters
  Score: Raw -1091246.565925 + Penalty 3000.337691 = -1088246.228234
  nChanged 99
		SP:Iteration 16Q (52720.830000 sec): 3 clusters
  Score: Raw -1091273.481136 + Penalty 3000.337691 = -1088273.143446
  nChanged 75
		SP:Iteration 17Q (52721.020000 sec): 3 clusters
  Score: Raw -1091295.727035 + Penalty 3000.337691 = -1088295.389344
  nChanged 73
		SP:Iteration 18Q (52721.220000 sec): 3 clusters
  Score: Raw -1091314.996871 + Penalty 3000.337691 = -1088314.659180
  nChanged 55
		SP:Iteration 19Q (52721.500000 sec): 3 clusters
  Score: Raw -1091328.607201 + Penalty 3000.337691 = -1088328.269510
  nChanged 38
		SP:Iteration 20F (52721.730000 sec): 3 clusters
  Score: Raw -1091339.759643 + Penalty 3000.337691 = -1088339.421953
  nChanged 41
		SP:Iteration 21Q (52721.990000 sec): 3 clusters
  Score: Raw -1091350.238801 + Penalty 3000.337691 = -1088349.901110
  nChanged 33
		SP:Iteration 22Q (52722.180000 sec): 3 clusters
  Score: Raw -1091355.790166 + Penalty 3000.337691 = -1088355.452476
  nChanged 22
		SP:Iteration 23Q (52722.440000 sec): 3 clusters
  Score: Raw -1091358.829522 + Penalty 3000.337691 = -1088358.491831
  nChanged 14
		SP:Iteration 24Q (52722.660000 sec): 3 clusters
  Score: Raw -1091360.540373 + Penalty 3000.337691 = -1088360.202682
  nChanged 12
		SP:Iteration 25Q (52722.870000 sec): 3 clusters
  Score: Raw -1091362.517958 + Penalty 3000.337691 = -1088362.180267
  nChanged 7
		SP:Iteration 26Q (52723.110000 sec): 3 clusters
  Score: Raw -1091363.343531 + Penalty 3000.337691 = -1088363.005840
  nChanged 2
		SP:Iteration 27Q (52723.310000 sec): 3 clusters
  Score: Raw -1091363.622839 + Penalty 3000.337691 = -1088363.285149
  nChanged 4
		SP:Iteration 28Q (52723.540000 sec): 3 clusters
  Score: Raw -1091364.030162 + Penalty 3000.337691 = -1088363.692471
  nChanged 2
		SP:Iteration 29Q (52723.800000 sec): 3 clusters
  Score: Raw -1091364.241322 + Penalty 3000.337691 = -1088363.903631
  nChanged 3
		SP:Iteration 30Q (52724.080000 sec): 3 clusters
  Score: Raw -1091364.504378 + Penalty 3000.337691 = -1088364.166687
  nChanged 1
		SP:Iteration 31Q (52724.310000 sec): 3 clusters
  Score: Raw -1091364.657170 + Penalty 3000.337691 = -1088364.319480
  nChanged 0
		SP:Iteration 32F (52724.560000 sec): 3 clusters
  Score: Raw -1091364.657170 + Penalty 3000.337691 = -1088364.319480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52724.740000 sec): 2 clusters
  Score: Raw -1923263.650921 + Penalty 1597.497778 = -1921666.153143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52725.050000 sec): 3 clusters
  Score: Raw -1912066.627198 + Penalty 3194.995556 = -1908871.631642
  nChanged 8454
		SP:Iteration 1F (52725.340000 sec): 3 clusters
  Score: Raw -1917218.544545 + Penalty 3194.995556 = -1914023.548989
  nChanged 1377
		SP:Iteration 2F (52725.600000 sec): 3 clusters
  Score: Raw -1918047.108691 + Penalty 3194.995556 = -1914852.113135
  nChanged 1353
		SP:Iteration 3F (52725.900000 sec): 3 clusters
  Score: Raw -1918896.134153 + Penalty 3194.995556 = -1915701.138597
  nChanged 1203
		SP:Iteration 4F (52726.190000 sec): 3 clusters
  Score: Raw -1919621.126667 + Penalty 3194.995556 = -1916426.131112
  nChanged 1121
		SP:Iteration 5F (52726.520000 sec): 3 clusters
  Score: Raw -1920348.741253 + Penalty 3194.995556 = -1917153.745697
  nChanged 999
		SP:Iteration 6F (52726.780000 sec): 3 clusters
  Score: Raw -1921073.059837 + Penalty 3194.995556 = -1917878.064281
  nChanged 926
		SP:Iteration 7Q (52727.090000 sec): 3 clusters
  Score: Raw -1921836.749573 + Penalty 3194.995556 = -1918641.754017
  nChanged 898
		SP:Iteration 8Q (52727.430000 sec): 3 clusters
  Score: Raw -1922697.046838 + Penalty 3194.995556 = -1919502.051282
  nChanged 805
		SP:Iteration 9Q (52727.700000 sec): 3 clusters
  Score: Raw -1923467.679143 + Penalty 3194.995556 = -1920272.683587
  nChanged 633
		SP:Iteration 10Q (52727.990000 sec): 3 clusters
  Score: Raw -1923944.543603 + Penalty 3194.995556 = -1920749.548047
  nChanged 410
		SP:Iteration 11Q (52728.310000 sec): 3 clusters
  Score: Raw -1924140.655817 + Penalty 3194.995556 = -1920945.660262
  nChanged 252
		SP:Iteration 12Q (52728.640000 sec): 3 clusters
  Score: Raw -1924217.988949 + Penalty 3194.995556 = -1921022.993393
  nChanged 137
		SP:Iteration 13Q (52728.920000 sec): 3 clusters
  Score: Raw -1924247.317465 + Penalty 3194.995556 = -1921052.321909
  nChanged 78
		SP:Iteration 14Q (52729.190000 sec): 3 clusters
  Score: Raw -1924258.398546 + Penalty 3194.995556 = -1921063.402991
  nChanged 51
		SP:Iteration 15Q (52729.510000 sec): 3 clusters
  Score: Raw -1924263.914260 + Penalty 3194.995556 = -1921068.918704
  nChanged 33
		SP:Iteration 16Q (52729.740000 sec): 3 clusters
  Score: Raw -1924267.391563 + Penalty 3194.995556 = -1921072.396007
  nChanged 28
		SP:Iteration 17Q (52730.080000 sec): 3 clusters
  Score: Raw -1924270.121707 + Penalty 3194.995556 = -1921075.126151
  nChanged 22
		SP:Iteration 18Q (52730.410000 sec): 3 clusters
  Score: Raw -1924271.992886 + Penalty 3194.995556 = -1921076.997330
  nChanged 25
		SP:Iteration 19Q (52730.660000 sec): 3 clusters
  Score: Raw -1924273.935982 + Penalty 3194.995556 = -1921078.940426
  nChanged 15
		SP:Iteration 20F (52731.020000 sec): 3 clusters
  Score: Raw -1924274.992407 + Penalty 3194.995556 = -1921079.996851
  nChanged 16
		SP:Iteration 21Q (52731.300000 sec): 3 clusters
  Score: Raw -1924276.128020 + Penalty 3194.995556 = -1921081.132464
  nChanged 8
		SP:Iteration 22Q (52731.600000 sec): 3 clusters
  Score: Raw -1924276.731336 + Penalty 3194.995556 = -1921081.735781
  nChanged 8
		SP:Iteration 23Q (52731.880000 sec): 3 clusters
  Score: Raw -1924277.219777 + Penalty 3194.995556 = -1921082.224221
  nChanged 7
		SP:Iteration 24Q (52732.230000 sec): 3 clusters
  Score: Raw -1924277.890992 + Penalty 3194.995556 = -1921082.895436
  nChanged 7
		SP:Iteration 25Q (52732.520000 sec): 3 clusters
  Score: Raw -1924278.454453 + Penalty 3194.995556 = -1921083.458897
  nChanged 5
		SP:Iteration 26Q (52732.830000 sec): 3 clusters
  Score: Raw -1924278.719054 + Penalty 3194.995556 = -1921083.723498
  nChanged 3
		SP:Iteration 27Q (52733.060000 sec): 3 clusters
  Score: Raw -1924278.809617 + Penalty 3194.995556 = -1921083.814061
  nChanged 1
		SP:Iteration 28Q (52733.370000 sec): 3 clusters
  Score: Raw -1924278.910172 + Penalty 3194.995556 = -1921083.914616
  nChanged 1
		SP:Iteration 29Q (52733.680000 sec): 3 clusters
  Score: Raw -1924278.962972 + Penalty 3194.995556 = -1921083.967416
  nChanged 0
		SP:Iteration 30F (52733.960000 sec): 3 clusters
  Score: Raw -1924278.962972 + Penalty 3194.995556 = -1921083.967416
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52734.070000 sec): 2 clusters
  Score: Raw -142737.307462 + Penalty 1186.326832 = -141550.980630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52734.220000 sec): 3 clusters
  Score: Raw -142168.549395 + Penalty 2372.653665 = -139795.895730
  nChanged 479
		SP:Iteration 1F (52734.380000 sec): 3 clusters
  Score: Raw -142502.309473 + Penalty 2372.653665 = -140129.655809
  nChanged 139
		SP:Iteration 2F (52734.590000 sec): 3 clusters
  Score: Raw -142645.554600 + Penalty 2372.653665 = -140272.900936
  nChanged 88
		SP:Iteration 3F (52734.720000 sec): 3 clusters
  Score: Raw -142758.239498 + Penalty 2372.653665 = -140385.585834
  nChanged 75
		SP:Iteration 4F (52734.890000 sec): 3 clusters
  Score: Raw -142847.365854 + Penalty 2372.653665 = -140474.712190
  nChanged 64
		SP:Iteration 5Q (52735.050000 sec): 3 clusters
  Score: Raw -142904.679692 + Penalty 2372.653665 = -140532.026028
  nChanged 40
		SP:Iteration 6Q (52735.250000 sec): 3 clusters
  Score: Raw -142938.888746 + Penalty 2372.653665 = -140566.235081
  nChanged 34
		SP:Iteration 7Q (52735.500000 sec): 3 clusters
  Score: Raw -142967.140916 + Penalty 2372.653665 = -140594.487251
  nChanged 35
		SP:Iteration 8Q (52735.690000 sec): 3 clusters
  Score: Raw -142997.419334 + Penalty 2372.653665 = -140624.765669
  nChanged 26
		SP:Iteration 9Q (52735.820000 sec): 3 clusters
  Score: Raw -143013.951853 + Penalty 2372.653665 = -140641.298188
  nChanged 26
		SP:Iteration 10Q (52736.040000 sec): 3 clusters
  Score: Raw -143037.988521 + Penalty 2372.653665 = -140665.334856
  nChanged 18
		SP:Iteration 11Q (52736.220000 sec): 3 clusters
  Score: Raw -143063.638002 + Penalty 2372.653665 = -140690.984337
  nChanged 19
		SP:Iteration 12Q (52736.390000 sec): 3 clusters
  Score: Raw -143085.198267 + Penalty 2372.653665 = -140712.544602
  nChanged 18
		SP:Iteration 13Q (52736.580000 sec): 3 clusters
  Score: Raw -143099.864655 + Penalty 2372.653665 = -140727.210990
  nChanged 12
		SP:Iteration 14Q (52736.790000 sec): 3 clusters
  Score: Raw -143110.466689 + Penalty 2372.653665 = -140737.813025
  nChanged 7
		SP:Iteration 15Q (52736.980000 sec): 3 clusters
  Score: Raw -143116.091211 + Penalty 2372.653665 = -140743.437546
  nChanged 4
		SP:Iteration 16Q (52737.180000 sec): 3 clusters
  Score: Raw -143120.616532 + Penalty 2372.653665 = -140747.962867
  nChanged 5
		SP:Iteration 17Q (52737.370000 sec): 3 clusters
  Score: Raw -143123.940833 + Penalty 2372.653665 = -140751.287168
  nChanged 3
		SP:Iteration 18Q (52737.570000 sec): 3 clusters
  Score: Raw -143125.558169 + Penalty 2372.653665 = -140752.904505
  nChanged 5
		SP:Iteration 19Q (52737.690000 sec): 3 clusters
  Score: Raw -143132.639466 + Penalty 2372.653665 = -140759.985801
  nChanged 4
		SP:Iteration 20F (52737.860000 sec): 3 clusters
  Score: Raw -143135.808940 + Penalty 2372.653665 = -140763.155275
  nChanged 5
		SP:Iteration 21Q (52738.060000 sec): 3 clusters
  Score: Raw -143139.582542 + Penalty 2372.653665 = -140766.928877
  nChanged 1
		SP:Iteration 22Q (52738.280000 sec): 3 clusters
  Score: Raw -143140.059021 + Penalty 2372.653665 = -140767.405356
  nChanged 0
		SP:Iteration 23F (52738.430000 sec): 3 clusters
  Score: Raw -143140.059021 + Penalty 2372.653665 = -140767.405356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52738.590000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52738.850000 sec): 3 clusters
  Score: Raw -430373.028948 + Penalty 2708.859280 = -427664.169668
  nChanged 1635
		SP:Iteration 1F (52739.080000 sec): 3 clusters
  Score: Raw -431344.837937 + Penalty 2708.859280 = -428635.978657
  nChanged 300
		SP:Iteration 2F (52739.250000 sec): 3 clusters
  Score: Raw -431529.122321 + Penalty 2708.859280 = -428820.263041
  nChanged 221
		SP:Iteration 3F (52739.440000 sec): 3 clusters
  Score: Raw -431674.393399 + Penalty 2708.859280 = -428965.534119
  nChanged 210
		SP:Iteration 4F (52739.620000 sec): 3 clusters
  Score: Raw -431811.022851 + Penalty 2708.859280 = -429102.163571
  nChanged 201
		SP:Iteration 5Q (52739.790000 sec): 3 clusters
  Score: Raw -431948.258512 + Penalty 2708.859280 = -429239.399232
  nChanged 192
		SP:Iteration 6Q (52740.020000 sec): 3 clusters
  Score: Raw -432097.336555 + Penalty 2708.859280 = -429388.477275
  nChanged 190
		SP:Iteration 7Q (52740.150000 sec): 3 clusters
  Score: Raw -432240.656830 + Penalty 2708.859280 = -429531.797550
  nChanged 175
		SP:Iteration 8Q (52740.330000 sec): 3 clusters
  Score: Raw -432397.954273 + Penalty 2708.859280 = -429689.094993
  nChanged 153
		SP:Iteration 9Q (52740.500000 sec): 3 clusters
  Score: Raw -432520.333491 + Penalty 2708.859280 = -429811.474210
  nChanged 108
		SP:Iteration 10Q (52740.700000 sec): 3 clusters
  Score: Raw -432594.833227 + Penalty 2708.859280 = -429885.973947
  nChanged 81
		SP:Iteration 11Q (52740.860000 sec): 3 clusters
  Score: Raw -432658.635351 + Penalty 2708.859280 = -429949.776071
  nChanged 79
		SP:Iteration 12Q (52741.050000 sec): 3 clusters
  Score: Raw -432732.250036 + Penalty 2708.859280 = -430023.390756
  nChanged 75
		SP:Iteration 13Q (52741.190000 sec): 3 clusters
  Score: Raw -432789.498876 + Penalty 2708.859280 = -430080.639596
  nChanged 58
		SP:Iteration 14Q (52741.360000 sec): 3 clusters
  Score: Raw -432828.558707 + Penalty 2708.859280 = -430119.699427
  nChanged 39
		SP:Iteration 15Q (52741.520000 sec): 3 clusters
  Score: Raw -432849.123759 + Penalty 2708.859280 = -430140.264479
  nChanged 23
		SP:Iteration 16Q (52741.760000 sec): 3 clusters
  Score: Raw -432857.234977 + Penalty 2708.859280 = -430148.375697
  nChanged 14
		SP:Iteration 17Q (52741.920000 sec): 3 clusters
  Score: Raw -432864.183704 + Penalty 2708.859280 = -430155.324423
  nChanged 11
		SP:Iteration 18Q (52742.120000 sec): 3 clusters
  Score: Raw -432870.414629 + Penalty 2708.859280 = -430161.555349
  nChanged 11
		SP:Iteration 19Q (52742.310000 sec): 3 clusters
  Score: Raw -432874.514423 + Penalty 2708.859280 = -430165.655143
  nChanged 7
		SP:Iteration 20F (52742.470000 sec): 3 clusters
  Score: Raw -432877.816251 + Penalty 2708.859280 = -430168.956971
  nChanged 7
		SP:Iteration 21Q (52742.670000 sec): 3 clusters
  Score: Raw -432881.192609 + Penalty 2708.859280 = -430172.333329
  nChanged 6
		SP:Iteration 22Q (52742.880000 sec): 3 clusters
  Score: Raw -432883.234888 + Penalty 2708.859280 = -430174.375608
  nChanged 3
		SP:Iteration 23Q (52743.060000 sec): 3 clusters
  Score: Raw -432884.256331 + Penalty 2708.859280 = -430175.397051
  nChanged 4
		SP:Iteration 24Q (52743.280000 sec): 3 clusters
  Score: Raw -432885.545254 + Penalty 2708.859280 = -430176.685974
  nChanged 3
		SP:Iteration 25Q (52743.450000 sec): 3 clusters
  Score: Raw -432886.820604 + Penalty 2708.859280 = -430177.961324
  nChanged 2
		SP:Iteration 26Q (52743.620000 sec): 3 clusters
  Score: Raw -432887.352251 + Penalty 2708.859280 = -430178.492971
  nChanged 2
		SP:Iteration 27Q (52743.750000 sec): 3 clusters
  Score: Raw -432888.096803 + Penalty 2708.859280 = -430179.237523
  nChanged 2
		SP:Iteration 28Q (52743.880000 sec): 3 clusters
  Score: Raw -432888.624224 + Penalty 2708.859280 = -430179.764944
  nChanged 1
		SP:Iteration 29Q (52744.010000 sec): 3 clusters
  Score: Raw -432888.908660 + Penalty 2708.859280 = -430180.049380
  nChanged 0
		SP:Iteration 30F (52744.260000 sec): 3 clusters
  Score: Raw -432888.908660 + Penalty 2708.859280 = -430180.049380
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52744.380000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52744.560000 sec): 3 clusters
  Score: Raw -53096.245998 + Penalty 2028.722561 = -51067.523437
  nChanged 149
		SP:Iteration 1F (52744.750000 sec): 3 clusters
  Score: Raw -53421.865682 + Penalty 2028.722561 = -51393.143121
  nChanged 53
		SP:Iteration 2F (52744.930000 sec): 3 clusters
  Score: Raw -53570.298577 + Penalty 2028.722561 = -51541.576015
  nChanged 42
		SP:Iteration 3F (52745.090000 sec): 3 clusters
  Score: Raw -53671.198650 + Penalty 2028.722561 = -51642.476088
  nChanged 24
		SP:Iteration 4Q (52745.250000 sec): 3 clusters
  Score: Raw -53732.898063 + Penalty 2028.722561 = -51704.175502
  nChanged 7
		SP:Iteration 5Q (52745.420000 sec): 3 clusters
  Score: Raw -53744.823295 + Penalty 2028.722561 = -51716.100734
  nChanged 3
		SP:Iteration 6Q (52745.580000 sec): 3 clusters
  Score: Raw -53750.970662 + Penalty 2028.722561 = -51722.248101
  nChanged 1
		SP:Iteration 7Q (52745.740000 sec): 3 clusters
  Score: Raw -53751.822859 + Penalty 2028.722561 = -51723.100298
  nChanged 0
		SP:Iteration 8F (52745.920000 sec): 3 clusters
  Score: Raw -53751.822859 + Penalty 2028.722561 = -51723.100298
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52747.730000 sec): 2 clusters
  Score: Raw -42901711.932810 + Penalty 2100.054898 = -42899611.877912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52749.880000 sec): 3 clusters
  Score: Raw -42626927.294129 + Penalty 4200.109795 = -42622727.184334
  nChanged 200089
		SP:Iteration 1F (52752.210000 sec): 3 clusters
  Score: Raw -42747355.723137 + Penalty 4200.109795 = -42743155.613342
  nChanged 13592
		SP:Iteration 2Q (52754.760000 sec): 3 clusters
  Score: Raw -42750994.024841 + Penalty 4200.109795 = -42746793.915046
  nChanged 17335
		SP:Iteration 3Q (52757.490000 sec): 3 clusters
  Score: Raw -42757207.671015 + Penalty 4200.109795 = -42753007.561220
  nChanged 22306
		SP:Iteration 4F (52760.170000 sec): 3 clusters
  Score: Raw -42767951.081556 + Penalty 4200.109795 = -42763750.971761
  nChanged 28362
		SP:Iteration 5F (52762.710000 sec): 3 clusters
  Score: Raw -42786122.799906 + Penalty 4200.109795 = -42781922.690111
  nChanged 34029
		SP:Iteration 6F (52765.840000 sec): 3 clusters
  Score: Raw -42813619.436995 + Penalty 4200.109795 = -42809419.327199
  nChanged 35173
		SP:Iteration 7F (52769.100000 sec): 3 clusters
  Score: Raw -42846490.556825 + Penalty 4200.109795 = -42842290.447030
  nChanged 28407
		SP:Iteration 8F (52772.410000 sec): 3 clusters
  Score: Raw -42874528.753926 + Penalty 4200.109795 = -42870328.644131
  nChanged 17236
		SP:Iteration 9Q (52775.070000 sec): 3 clusters
  Score: Raw -42891386.514461 + Penalty 4200.109795 = -42887186.404666
  nChanged 7825
		SP:Iteration 10Q (52777.660000 sec): 3 clusters
  Score: Raw -42898741.650332 + Penalty 4200.109795 = -42894541.540537
  nChanged 2525
		SP:Iteration 11Q (52779.730000 sec): 3 clusters
  Score: Raw -42901021.547729 + Penalty 4200.109795 = -42896821.437934
  nChanged 620
		SP:Iteration 12Q (52781.740000 sec): 3 clusters
  Score: Raw -42901598.980104 + Penalty 4200.109795 = -42897398.870309
  nChanged 184
		SP:Iteration 13Q (52784.000000 sec): 3 clusters
  Score: Raw -42901797.045494 + Penalty 4200.109795 = -42897596.935699
  nChanged 58
		SP:Iteration 14Q (52786.150000 sec): 3 clusters
  Score: Raw -42901860.753925 + Penalty 4200.109795 = -42897660.644130
  nChanged 31
		SP:Iteration 15Q (52788.420000 sec): 3 clusters
  Score: Raw -42901899.253116 + Penalty 4200.109795 = -42897699.143321
  nChanged 20
		SP:Iteration 16Q (52790.870000 sec): 3 clusters
  Score: Raw -42901922.517384 + Penalty 4200.109795 = -42897722.407589
  nChanged 12
		SP:Iteration 17Q (52793.160000 sec): 3 clusters
  Score: Raw -42901938.218507 + Penalty 4200.109795 = -42897738.108712
  nChanged 12
		SP:Iteration 18Q (52795.510000 sec): 3 clusters
  Score: Raw -42901950.199870 + Penalty 4200.109795 = -42897750.090075
  nChanged 13
		SP:Iteration 19Q (52797.800000 sec): 3 clusters
  Score: Raw -42901969.821261 + Penalty 4200.109795 = -42897769.711466
  nChanged 14
		SP:Iteration 20F (52800.330000 sec): 3 clusters
  Score: Raw -42901980.730929 + Penalty 4200.109795 = -42897780.621134
  nChanged 7
		SP:Iteration 21Q (52802.650000 sec): 3 clusters
  Score: Raw -42901986.956004 + Penalty 4200.109795 = -42897786.846209
  nChanged 6
		SP:Iteration 22Q (52804.960000 sec): 3 clusters
  Score: Raw -42901993.662482 + Penalty 4200.109795 = -42897793.552687
  nChanged 5
		SP:Iteration 23Q (52807.240000 sec): 3 clusters
  Score: Raw -42901998.990346 + Penalty 4200.109795 = -42897798.880551
  nChanged 6
		SP:Iteration 24Q (52809.550000 sec): 3 clusters
  Score: Raw -42902003.027731 + Penalty 4200.109795 = -42897802.917936
  nChanged 4
		SP:Iteration 25Q (52811.710000 sec): 3 clusters
  Score: Raw -42902007.410647 + Penalty 4200.109795 = -42897807.300852
  nChanged 4
		SP:Iteration 26Q (52813.910000 sec): 3 clusters
  Score: Raw -42902012.363597 + Penalty 4200.109795 = -42897812.253802
  nChanged 4
		SP:Iteration 27Q (52816.010000 sec): 3 clusters
  Score: Raw -42902015.813127 + Penalty 4200.109795 = -42897815.703332
  nChanged 2
		SP:Iteration 28Q (52818.130000 sec): 3 clusters
  Score: Raw -42902019.120401 + Penalty 4200.109795 = -42897819.010606
  nChanged 2
		SP:Iteration 29Q (52820.180000 sec): 3 clusters
  Score: Raw -42902020.918019 + Penalty 4200.109795 = -42897820.808224
  nChanged 2
		SP:Iteration 30Q (52822.410000 sec): 3 clusters
  Score: Raw -42902023.393005 + Penalty 4200.109795 = -42897823.283210
  nChanged 0
		SP:Iteration 31F (52825.000000 sec): 3 clusters
  Score: Raw -42902023.393005 + Penalty 4200.109795 = -42897823.283210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52825.410000 sec): 2 clusters
  Score: Raw -1328169.307927 + Penalty 1539.788811 = -1326629.519117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52825.690000 sec): 3 clusters
  Score: Raw -1320650.763448 + Penalty 3079.577621 = -1317571.185827
  nChanged 5708
		SP:Iteration 1F (52825.910000 sec): 3 clusters
  Score: Raw -1323790.667548 + Penalty 3079.577621 = -1320711.089927
  nChanged 800
		SP:Iteration 2F (52826.130000 sec): 3 clusters
  Score: Raw -1324157.090471 + Penalty 3079.577621 = -1321077.512850
  nChanged 697
		SP:Iteration 3F (52826.390000 sec): 3 clusters
  Score: Raw -1324459.064551 + Penalty 3079.577621 = -1321379.486930
  nChanged 592
		SP:Iteration 4Q (52826.650000 sec): 3 clusters
  Score: Raw -1324734.228320 + Penalty 3079.577621 = -1321654.650699
  nChanged 603
		SP:Iteration 5Q (52826.930000 sec): 3 clusters
  Score: Raw -1325029.143993 + Penalty 3079.577621 = -1321949.566372
  nChanged 607
		SP:Iteration 6Q (52827.150000 sec): 3 clusters
  Score: Raw -1325389.638452 + Penalty 3079.577621 = -1322310.060831
  nChanged 610
		SP:Iteration 7Q (52827.390000 sec): 3 clusters
  Score: Raw -1325798.761033 + Penalty 3079.577621 = -1322719.183412
  nChanged 575
		SP:Iteration 8Q (52827.650000 sec): 3 clusters
  Score: Raw -1326217.350588 + Penalty 3079.577621 = -1323137.772967
  nChanged 582
		SP:Iteration 9Q (52827.960000 sec): 3 clusters
  Score: Raw -1326609.242953 + Penalty 3079.577621 = -1323529.665332
  nChanged 524
		SP:Iteration 10Q (52828.170000 sec): 3 clusters
  Score: Raw -1326922.261608 + Penalty 3079.577621 = -1323842.683987
  nChanged 403
		SP:Iteration 11Q (52828.430000 sec): 3 clusters
  Score: Raw -1327156.697433 + Penalty 3079.577621 = -1324077.119812
  nChanged 330
		SP:Iteration 12Q (52828.680000 sec): 3 clusters
  Score: Raw -1327322.254757 + Penalty 3079.577621 = -1324242.677136
  nChanged 276
		SP:Iteration 13Q (52828.930000 sec): 3 clusters
  Score: Raw -1327453.055034 + Penalty 3079.577621 = -1324373.477413
  nChanged 213
		SP:Iteration 14Q (52829.210000 sec): 3 clusters
  Score: Raw -1327531.476889 + Penalty 3079.577621 = -1324451.899268
  nChanged 177
		SP:Iteration 15Q (52829.420000 sec): 3 clusters
  Score: Raw -1327611.445635 + Penalty 3079.577621 = -1324531.868014
  nChanged 180
		SP:Iteration 16Q (52829.670000 sec): 3 clusters
  Score: Raw -1327701.216097 + Penalty 3079.577621 = -1324621.638476
  nChanged 182
		SP:Iteration 17Q (52829.890000 sec): 3 clusters
  Score: Raw -1327787.388776 + Penalty 3079.577621 = -1324707.811155
  nChanged 165
		SP:Iteration 18Q (52830.110000 sec): 3 clusters
  Score: Raw -1327857.270397 + Penalty 3079.577621 = -1324777.692776
  nChanged 134
		SP:Iteration 19Q (52830.350000 sec): 3 clusters
  Score: Raw -1327914.332496 + Penalty 3079.577621 = -1324834.754875
  nChanged 124
		SP:Iteration 20F (52830.570000 sec): 3 clusters
  Score: Raw -1327966.918367 + Penalty 3079.577621 = -1324887.340746
  nChanged 115
		SP:Iteration 21Q (52830.760000 sec): 3 clusters
  Score: Raw -1328006.160856 + Penalty 3079.577621 = -1324926.583235
  nChanged 117
		SP:Iteration 22Q (52831.030000 sec): 3 clusters
  Score: Raw -1328042.398616 + Penalty 3079.577621 = -1324962.820995
  nChanged 93
		SP:Iteration 23Q (52831.220000 sec): 3 clusters
  Score: Raw -1328067.376807 + Penalty 3079.577621 = -1324987.799186
  nChanged 72
		SP:Iteration 24Q (52831.480000 sec): 3 clusters
  Score: Raw -1328087.052825 + Penalty 3079.577621 = -1325007.475204
  nChanged 67
		SP:Iteration 25Q (52831.740000 sec): 3 clusters
  Score: Raw -1328106.114298 + Penalty 3079.577621 = -1325026.536677
  nChanged 63
		SP:Iteration 26Q (52831.960000 sec): 3 clusters
  Score: Raw -1328123.310046 + Penalty 3079.577621 = -1325043.732425
  nChanged 59
		SP:Iteration 27Q (52832.220000 sec): 3 clusters
  Score: Raw -1328140.229971 + Penalty 3079.577621 = -1325060.652350
  nChanged 44
		SP:Iteration 28Q (52832.430000 sec): 3 clusters
  Score: Raw -1328150.954172 + Penalty 3079.577621 = -1325071.376551
  nChanged 42
		SP:Iteration 29Q (52832.680000 sec): 3 clusters
  Score: Raw -1328159.961556 + Penalty 3079.577621 = -1325080.383935
  nChanged 46
		SP:Iteration 30Q (52832.930000 sec): 3 clusters
  Score: Raw -1328174.297787 + Penalty 3079.577621 = -1325094.720166
  nChanged 63
		SP:Iteration 31Q (52833.190000 sec): 3 clusters
  Score: Raw -1328191.504338 + Penalty 3079.577621 = -1325111.926717
  nChanged 54
		SP:Iteration 32Q (52833.390000 sec): 3 clusters
  Score: Raw -1328206.692854 + Penalty 3079.577621 = -1325127.115233
  nChanged 60
		SP:Iteration 33Q (52833.660000 sec): 3 clusters
  Score: Raw -1328225.931771 + Penalty 3079.577621 = -1325146.354149
  nChanged 53
		SP:Iteration 34Q (52833.920000 sec): 3 clusters
  Score: Raw -1328241.205110 + Penalty 3079.577621 = -1325161.627489
  nChanged 54
		SP:Iteration 35Q (52834.150000 sec): 3 clusters
  Score: Raw -1328256.323941 + Penalty 3079.577621 = -1325176.746320
  nChanged 51
		SP:Iteration 36Q (52834.370000 sec): 3 clusters
  Score: Raw -1328272.694446 + Penalty 3079.577621 = -1325193.116825
  nChanged 42
		SP:Iteration 37Q (52834.580000 sec): 3 clusters
  Score: Raw -1328284.347131 + Penalty 3079.577621 = -1325204.769510
  nChanged 52
		SP:Iteration 38Q (52834.770000 sec): 3 clusters
  Score: Raw -1328297.240047 + Penalty 3079.577621 = -1325217.662426
  nChanged 41
		SP:Iteration 39Q (52835.010000 sec): 3 clusters
  Score: Raw -1328307.678895 + Penalty 3079.577621 = -1325228.101274
  nChanged 34
		SP:Iteration 40F (52835.270000 sec): 3 clusters
  Score: Raw -1328314.387039 + Penalty 3079.577621 = -1325234.809418
  nChanged 33
		SP:Iteration 41Q (52835.530000 sec): 3 clusters
  Score: Raw -1328321.464800 + Penalty 3079.577621 = -1325241.887179
  nChanged 26
		SP:Iteration 42Q (52835.820000 sec): 3 clusters
  Score: Raw -1328325.662652 + Penalty 3079.577621 = -1325246.085031
  nChanged 16
		SP:Iteration 43Q (52836.010000 sec): 3 clusters
  Score: Raw -1328328.741848 + Penalty 3079.577621 = -1325249.164227
  nChanged 20
		SP:Iteration 44Q (52836.230000 sec): 3 clusters
  Score: Raw -1328332.208157 + Penalty 3079.577621 = -1325252.630536
  nChanged 20
		SP:Iteration 45Q (52836.500000 sec): 3 clusters
  Score: Raw -1328335.740464 + Penalty 3079.577621 = -1325256.162843
  nChanged 19
		SP:Iteration 46Q (52836.690000 sec): 3 clusters
  Score: Raw -1328338.972226 + Penalty 3079.577621 = -1325259.394605
  nChanged 23
		SP:Iteration 47Q (52836.970000 sec): 3 clusters
  Score: Raw -1328343.636659 + Penalty 3079.577621 = -1325264.059038
  nChanged 25
		SP:Iteration 48Q (52837.160000 sec): 3 clusters
  Score: Raw -1328348.111755 + Penalty 3079.577621 = -1325268.534134
  nChanged 19
		SP:Iteration 49Q (52837.420000 sec): 3 clusters
  Score: Raw -1328352.003871 + Penalty 3079.577621 = -1325272.426250
  nChanged 21
		SP:Iteration 50Q (52837.680000 sec): 3 clusters
  Score: Raw -1328356.332190 + Penalty 3079.577621 = -1325276.754569
  nChanged 19
		SP:Iteration 51Q (52837.890000 sec): 3 clusters
  Score: Raw -1328361.826940 + Penalty 3079.577621 = -1325282.249319
  nChanged 33
		SP:Iteration 52Q (52838.120000 sec): 3 clusters
  Score: Raw -1328371.989996 + Penalty 3079.577621 = -1325292.412375
  nChanged 38
		SP:Iteration 53Q (52838.400000 sec): 3 clusters
  Score: Raw -1328380.555709 + Penalty 3079.577621 = -1325300.978088
  nChanged 29
		SP:Iteration 54Q (52838.640000 sec): 3 clusters
  Score: Raw -1328387.628711 + Penalty 3079.577621 = -1325308.051090
  nChanged 22
		SP:Iteration 55Q (52838.890000 sec): 3 clusters
  Score: Raw -1328392.919648 + Penalty 3079.577621 = -1325313.342027
  nChanged 21
		SP:Iteration 56Q (52839.080000 sec): 3 clusters
  Score: Raw -1328399.052413 + Penalty 3079.577621 = -1325319.474792
  nChanged 26
		SP:Iteration 57Q (52839.350000 sec): 3 clusters
  Score: Raw -1328407.634612 + Penalty 3079.577621 = -1325328.056991
  nChanged 28
		SP:Iteration 58Q (52839.650000 sec): 3 clusters
  Score: Raw -1328415.976787 + Penalty 3079.577621 = -1325336.399166
  nChanged 29
		SP:Iteration 59Q (52839.890000 sec): 3 clusters
  Score: Raw -1328425.510570 + Penalty 3079.577621 = -1325345.932949
  nChanged 35
		SP:Iteration 60F (52840.190000 sec): 3 clusters
  Score: Raw -1328436.975600 + Penalty 3079.577621 = -1325357.397979
  nChanged 27
		SP:Iteration 61Q (52840.410000 sec): 3 clusters
  Score: Raw -1328444.939050 + Penalty 3079.577621 = -1325365.361429
  nChanged 22
		SP:Iteration 62Q (52840.690000 sec): 3 clusters
  Score: Raw -1328451.614948 + Penalty 3079.577621 = -1325372.037327
  nChanged 27
		SP:Iteration 63Q (52840.920000 sec): 3 clusters
  Score: Raw -1328461.542704 + Penalty 3079.577621 = -1325381.965083
  nChanged 27
		SP:Iteration 64Q (52841.150000 sec): 3 clusters
  Score: Raw -1328468.915795 + Penalty 3079.577621 = -1325389.338174
  nChanged 17
		SP:Iteration 65Q (52841.340000 sec): 3 clusters
  Score: Raw -1328472.504086 + Penalty 3079.577621 = -1325392.926465
  nChanged 14
		SP:Iteration 66Q (52841.600000 sec): 3 clusters
  Score: Raw -1328475.648536 + Penalty 3079.577621 = -1325396.070915
  nChanged 13
		SP:Iteration 67Q (52841.870000 sec): 3 clusters
  Score: Raw -1328478.544775 + Penalty 3079.577621 = -1325398.967154
  nChanged 7
		SP:Iteration 68Q (52842.090000 sec): 3 clusters
  Score: Raw -1328480.348318 + Penalty 3079.577621 = -1325400.770697
  nChanged 6
		SP:Iteration 69Q (52842.360000 sec): 3 clusters
  Score: Raw -1328481.509420 + Penalty 3079.577621 = -1325401.931799
  nChanged 6
		SP:Iteration 70Q (52842.590000 sec): 3 clusters
  Score: Raw -1328483.243507 + Penalty 3079.577621 = -1325403.665886
  nChanged 7
		SP:Iteration 71Q (52842.850000 sec): 3 clusters
  Score: Raw -1328484.729267 + Penalty 3079.577621 = -1325405.151646
  nChanged 6
		SP:Iteration 72Q (52843.140000 sec): 3 clusters
  Score: Raw -1328486.508295 + Penalty 3079.577621 = -1325406.930674
  nChanged 8
		SP:Iteration 73Q (52843.320000 sec): 3 clusters
  Score: Raw -1328488.646103 + Penalty 3079.577621 = -1325409.068481
  nChanged 13
		SP:Iteration 74Q (52843.600000 sec): 3 clusters
  Score: Raw -1328491.396115 + Penalty 3079.577621 = -1325411.818494
  nChanged 8
		SP:Iteration 75Q (52843.840000 sec): 3 clusters
  Score: Raw -1328493.653603 + Penalty 3079.577621 = -1325414.075982
  nChanged 9
		SP:Iteration 76Q (52844.020000 sec): 3 clusters
  Score: Raw -1328495.462497 + Penalty 3079.577621 = -1325415.884876
  nChanged 7
		SP:Iteration 77Q (52844.270000 sec): 3 clusters
  Score: Raw -1328496.704189 + Penalty 3079.577621 = -1325417.126568
  nChanged 5
		SP:Iteration 78Q (52844.540000 sec): 3 clusters
  Score: Raw -1328497.396766 + Penalty 3079.577621 = -1325417.819145
  nChanged 2
		SP:Iteration 79Q (52844.760000 sec): 3 clusters
  Score: Raw -1328497.746323 + Penalty 3079.577621 = -1325418.168702
  nChanged 1
		SP:Iteration 80F (52845.030000 sec): 3 clusters
  Score: Raw -1328497.942029 + Penalty 3079.577621 = -1325418.364408
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52845.120000 sec): 2 clusters
  Score: Raw -130477.725221 + Penalty 1169.583245 = -129308.141976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52845.310000 sec): 3 clusters
  Score: Raw -129990.944087 + Penalty 2339.166490 = -127651.777596
  nChanged 465
		SP:Iteration 1F (52845.470000 sec): 3 clusters
  Score: Raw -130336.404091 + Penalty 2339.166490 = -127997.237601
  nChanged 99
		SP:Iteration 2F (52845.630000 sec): 3 clusters
  Score: Raw -130430.056447 + Penalty 2339.166490 = -128090.889957
  nChanged 70
		SP:Iteration 3F (52845.790000 sec): 3 clusters
  Score: Raw -130512.750962 + Penalty 2339.166490 = -128173.584471
  nChanged 52
		SP:Iteration 4Q (52845.950000 sec): 3 clusters
  Score: Raw -130586.826733 + Penalty 2339.166490 = -128247.660243
  nChanged 54
		SP:Iteration 5Q (52846.100000 sec): 3 clusters
  Score: Raw -130672.084343 + Penalty 2339.166490 = -128332.917853
  nChanged 55
		SP:Iteration 6Q (52846.260000 sec): 3 clusters
  Score: Raw -130742.567364 + Penalty 2339.166490 = -128403.400873
  nChanged 48
		SP:Iteration 7Q (52846.420000 sec): 3 clusters
  Score: Raw -130794.421484 + Penalty 2339.166490 = -128455.254994
  nChanged 38
		SP:Iteration 8Q (52846.580000 sec): 3 clusters
  Score: Raw -130839.271267 + Penalty 2339.166490 = -128500.104776
  nChanged 35
		SP:Iteration 9Q (52846.740000 sec): 3 clusters
  Score: Raw -130889.227562 + Penalty 2339.166490 = -128550.061072
  nChanged 44
		SP:Iteration 10Q (52846.920000 sec): 3 clusters
  Score: Raw -130942.973942 + Penalty 2339.166490 = -128603.807452
  nChanged 43
		SP:Iteration 11Q (52847.080000 sec): 3 clusters
  Score: Raw -130988.936599 + Penalty 2339.166490 = -128649.770109
  nChanged 43
		SP:Iteration 12Q (52847.250000 sec): 3 clusters
  Score: Raw -131033.014286 + Penalty 2339.166490 = -128693.847796
  nChanged 28
		SP:Iteration 13Q (52847.400000 sec): 3 clusters
  Score: Raw -131069.863500 + Penalty 2339.166490 = -128730.697010
  nChanged 27
		SP:Iteration 14Q (52847.520000 sec): 3 clusters
  Score: Raw -131119.299104 + Penalty 2339.166490 = -128780.132614
  nChanged 21
		SP:Iteration 15Q (52847.650000 sec): 3 clusters
  Score: Raw -131137.148888 + Penalty 2339.166490 = -128797.982398
  nChanged 9
		SP:Iteration 16Q (52847.780000 sec): 3 clusters
  Score: Raw -131143.798533 + Penalty 2339.166490 = -128804.632043
  nChanged 3
		SP:Iteration 17Q (52847.920000 sec): 3 clusters
  Score: Raw -131146.614567 + Penalty 2339.166490 = -128807.448077
  nChanged 4
		SP:Iteration 18Q (52848.120000 sec): 3 clusters
  Score: Raw -131152.157611 + Penalty 2339.166490 = -128812.991121
  nChanged 5
		SP:Iteration 19Q (52848.250000 sec): 3 clusters
  Score: Raw -131155.440799 + Penalty 2339.166490 = -128816.274309
  nChanged 0
		SP:Iteration 20F (52848.450000 sec): 3 clusters
  Score: Raw -131155.913110 + Penalty 2339.166490 = -128816.746620
  nChanged 1
		SP:Iteration 21Q (52848.620000 sec): 3 clusters
  Score: Raw -131157.727512 + Penalty 2339.166490 = -128818.561022
  nChanged 2
		SP:Iteration 22Q (52848.850000 sec): 3 clusters
  Score: Raw -131159.081426 + Penalty 2339.166490 = -128819.914936
  nChanged 3
		SP:Iteration 23Q (52849.080000 sec): 3 clusters
  Score: Raw -131161.193227 + Penalty 2339.166490 = -128822.026736
  nChanged 1
		SP:Iteration 24Q (52849.270000 sec): 3 clusters
  Score: Raw -131162.841937 + Penalty 2339.166490 = -128823.675447
  nChanged 4
		SP:Iteration 25Q (52849.460000 sec): 3 clusters
  Score: Raw -131166.759850 + Penalty 2339.166490 = -128827.593360
  nChanged 4
		SP:Iteration 26Q (52849.680000 sec): 3 clusters
  Score: Raw -131171.982390 + Penalty 2339.166490 = -128832.815900
  nChanged 2
		SP:Iteration 27Q (52849.800000 sec): 3 clusters
  Score: Raw -131176.894644 + Penalty 2339.166490 = -128837.728153
  nChanged 5
		SP:Iteration 28Q (52849.980000 sec): 3 clusters
  Score: Raw -131183.373996 + Penalty 2339.166490 = -128844.207506
  nChanged 7
		SP:Iteration 29Q (52850.220000 sec): 3 clusters
  Score: Raw -131192.069420 + Penalty 2339.166490 = -128852.902930
  nChanged 5
		SP:Iteration 30Q (52850.370000 sec): 3 clusters
  Score: Raw -131195.965162 + Penalty 2339.166490 = -128856.798672
  nChanged 5
		SP:Iteration 31Q (52850.510000 sec): 3 clusters
  Score: Raw -131199.741039 + Penalty 2339.166490 = -128860.574549
  nChanged 2
		SP:Iteration 32Q (52850.680000 sec): 3 clusters
  Score: Raw -131202.263272 + Penalty 2339.166490 = -128863.096782
  nChanged 3
		SP:Iteration 33Q (52850.890000 sec): 3 clusters
  Score: Raw -131204.648779 + Penalty 2339.166490 = -128865.482289
  nChanged 0
		SP:Iteration 34F (52851.060000 sec): 3 clusters
  Score: Raw -131204.648779 + Penalty 2339.166490 = -128865.482289
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (38968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52851.350000 sec): 2 clusters
  Score: Raw -4310936.213932 + Penalty 1717.705612 = -4309218.508320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52851.710000 sec): 3 clusters
  Score: Raw -4286468.434993 + Penalty 3435.411225 = -4283033.023769
  nChanged 18084
		SP:Iteration 1F (52852.070000 sec): 3 clusters
  Score: Raw -4296306.218609 + Penalty 3435.411225 = -4292870.807385
  nChanged 1322
		SP:Iteration 2Q (52852.500000 sec): 3 clusters
  Score: Raw -4296612.769677 + Penalty 3435.411225 = -4293177.358453
  nChanged 1280
		SP:Iteration 3Q (52852.950000 sec): 3 clusters
  Score: Raw -4296891.528344 + Penalty 3435.411225 = -4293456.117119
  nChanged 1157
		SP:Iteration 4Q (52853.360000 sec): 3 clusters
  Score: Raw -4297129.441233 + Penalty 3435.411225 = -4293694.030009
  nChanged 1080
		SP:Iteration 5Q (52853.740000 sec): 3 clusters
  Score: Raw -4297351.056510 + Penalty 3435.411225 = -4293915.645286
  nChanged 1057
		SP:Iteration 6Q (52854.120000 sec): 3 clusters
  Score: Raw -4297577.136454 + Penalty 3435.411225 = -4294141.725229
  nChanged 1026
		SP:Iteration 7Q (52854.500000 sec): 3 clusters
  Score: Raw -4297822.653318 + Penalty 3435.411225 = -4294387.242094
  nChanged 1110
		SP:Iteration 8Q (52854.870000 sec): 3 clusters
  Score: Raw -4298157.562278 + Penalty 3435.411225 = -4294722.151053
  nChanged 1370
		SP:Iteration 9Q (52855.290000 sec): 3 clusters
  Score: Raw -4298695.636094 + Penalty 3435.411225 = -4295260.224870
  nChanged 1788
		SP:Iteration 10Q (52855.740000 sec): 3 clusters
  Score: Raw -4299574.819428 + Penalty 3435.411225 = -4296139.408203
  nChanged 2336
		SP:Iteration 11F (52856.090000 sec): 3 clusters
  Score: Raw -4301056.165085 + Penalty 3435.411225 = -4297620.753861
  nChanged 2850
		SP:Iteration 12F (52856.460000 sec): 3 clusters
  Score: Raw -4303323.888390 + Penalty 3435.411225 = -4299888.477165
  nChanged 2919
		SP:Iteration 13F (52856.800000 sec): 3 clusters
  Score: Raw -4305986.899788 + Penalty 3435.411225 = -4302551.488564
  nChanged 2401
		SP:Iteration 14F (52857.180000 sec): 3 clusters
  Score: Raw -4308250.854045 + Penalty 3435.411225 = -4304815.442821
  nChanged 1558
		SP:Iteration 15Q (52857.570000 sec): 3 clusters
  Score: Raw -4309710.020896 + Penalty 3435.411225 = -4306274.609671
  nChanged 837
		SP:Iteration 16Q (52857.990000 sec): 3 clusters
  Score: Raw -4310476.442643 + Penalty 3435.411225 = -4307041.031418
  nChanged 346
		SP:Iteration 17Q (52858.350000 sec): 3 clusters
  Score: Raw -4310796.158041 + Penalty 3435.411225 = -4307360.746816
  nChanged 133
		SP:Iteration 18Q (52858.670000 sec): 3 clusters
  Score: Raw -4310934.647812 + Penalty 3435.411225 = -4307499.236587
  nChanged 63
		SP:Iteration 19Q (52859.050000 sec): 3 clusters
  Score: Raw -4311019.440560 + Penalty 3435.411225 = -4307584.029335
  nChanged 36
		SP:Iteration 20F (52859.410000 sec): 3 clusters
  Score: Raw -4311073.657493 + Penalty 3435.411225 = -4307638.246269
  nChanged 25
		SP:Iteration 21Q (52859.830000 sec): 3 clusters
  Score: Raw -4311105.602688 + Penalty 3435.411225 = -4307670.191464
  nChanged 13
		SP:Iteration 22Q (52860.280000 sec): 3 clusters
  Score: Raw -4311128.054521 + Penalty 3435.411225 = -4307692.643297
  nChanged 12
		SP:Iteration 23Q (52860.710000 sec): 3 clusters
  Score: Raw -4311142.514519 + Penalty 3435.411225 = -4307707.103294
  nChanged 4
		SP:Iteration 24Q (52861.050000 sec): 3 clusters
  Score: Raw -4311150.960102 + Penalty 3435.411225 = -4307715.548878
  nChanged 2
		SP:Iteration 25Q (52861.450000 sec): 3 clusters
  Score: Raw -4311152.623566 + Penalty 3435.411225 = -4307717.212341
  nChanged 0
		SP:Iteration 26F (52861.830000 sec): 3 clusters
  Score: Raw -4311152.623566 + Penalty 3435.411225 = -4307717.212341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52862.080000 sec): 2 clusters
  Score: Raw -3234462.871706 + Penalty 1684.714380 = -3232778.157326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52862.430000 sec): 3 clusters
  Score: Raw -3214900.814374 + Penalty 3369.428761 = -3211531.385613
  nChanged 14606
		SP:Iteration 1F (52862.830000 sec): 3 clusters
  Score: Raw -3223620.582481 + Penalty 3369.428761 = -3220251.153720
  nChanged 2028
		SP:Iteration 2F (52863.140000 sec): 3 clusters
  Score: Raw -3224782.423962 + Penalty 3369.428761 = -3221412.995201
  nChanged 2261
		SP:Iteration 3F (52863.490000 sec): 3 clusters
  Score: Raw -3226369.843548 + Penalty 3369.428761 = -3223000.414787
  nChanged 2401
		SP:Iteration 4F (52863.780000 sec): 3 clusters
  Score: Raw -3228219.865673 + Penalty 3369.428761 = -3224850.436912
  nChanged 2277
		SP:Iteration 5F (52864.110000 sec): 3 clusters
  Score: Raw -3230185.749805 + Penalty 3369.428761 = -3226816.321045
  nChanged 1771
		SP:Iteration 6F (52864.490000 sec): 3 clusters
  Score: Raw -3231830.403719 + Penalty 3369.428761 = -3228460.974959
  nChanged 1213
		SP:Iteration 7Q (52864.830000 sec): 3 clusters
  Score: Raw -3233093.493349 + Penalty 3369.428761 = -3229724.064589
  nChanged 824
		SP:Iteration 8Q (52865.170000 sec): 3 clusters
  Score: Raw -3233995.084094 + Penalty 3369.428761 = -3230625.655333
  nChanged 550
		SP:Iteration 9Q (52865.490000 sec): 3 clusters
  Score: Raw -3234478.492078 + Penalty 3369.428761 = -3231109.063317
  nChanged 330
		SP:Iteration 10Q (52865.860000 sec): 3 clusters
  Score: Raw -3234674.146283 + Penalty 3369.428761 = -3231304.717523
  nChanged 217
		SP:Iteration 11Q (52866.210000 sec): 3 clusters
  Score: Raw -3234763.739253 + Penalty 3369.428761 = -3231394.310493
  nChanged 163
		SP:Iteration 12Q (52866.560000 sec): 3 clusters
  Score: Raw -3234815.683694 + Penalty 3369.428761 = -3231446.254934
  nChanged 113
		SP:Iteration 13Q (52866.930000 sec): 3 clusters
  Score: Raw -3234842.511745 + Penalty 3369.428761 = -3231473.082985
  nChanged 77
		SP:Iteration 14Q (52867.230000 sec): 3 clusters
  Score: Raw -3234858.340807 + Penalty 3369.428761 = -3231488.912047
  nChanged 61
		SP:Iteration 15Q (52867.620000 sec): 3 clusters
  Score: Raw -3234869.117994 + Penalty 3369.428761 = -3231499.689233
  nChanged 58
		SP:Iteration 16Q (52867.920000 sec): 3 clusters
  Score: Raw -3234880.151269 + Penalty 3369.428761 = -3231510.722508
  nChanged 54
		SP:Iteration 17Q (52868.270000 sec): 3 clusters
  Score: Raw -3234890.810336 + Penalty 3369.428761 = -3231521.381575
  nChanged 44
		SP:Iteration 18Q (52868.640000 sec): 3 clusters
  Score: Raw -3234899.133050 + Penalty 3369.428761 = -3231529.704290
  nChanged 34
		SP:Iteration 19Q (52869.030000 sec): 3 clusters
  Score: Raw -3234905.602741 + Penalty 3369.428761 = -3231536.173980
  nChanged 27
		SP:Iteration 20F (52869.340000 sec): 3 clusters
  Score: Raw -3234910.886465 + Penalty 3369.428761 = -3231541.457704
  nChanged 26
		SP:Iteration 21Q (52869.690000 sec): 3 clusters
  Score: Raw -3234915.483784 + Penalty 3369.428761 = -3231546.055023
  nChanged 23
		SP:Iteration 22Q (52870.040000 sec): 3 clusters
  Score: Raw -3234918.281152 + Penalty 3369.428761 = -3231548.852392
  nChanged 11
		SP:Iteration 23Q (52870.440000 sec): 3 clusters
  Score: Raw -3234919.506656 + Penalty 3369.428761 = -3231550.077895
  nChanged 8
		SP:Iteration 24Q (52870.750000 sec): 3 clusters
  Score: Raw -3234920.224822 + Penalty 3369.428761 = -3231550.796061
  nChanged 5
		SP:Iteration 25Q (52871.090000 sec): 3 clusters
  Score: Raw -3234920.653723 + Penalty 3369.428761 = -3231551.224962
  nChanged 4
		SP:Iteration 26Q (52871.390000 sec): 3 clusters
  Score: Raw -3234921.137233 + Penalty 3369.428761 = -3231551.708472
  nChanged 4
		SP:Iteration 27Q (52871.750000 sec): 3 clusters
  Score: Raw -3234921.714161 + Penalty 3369.428761 = -3231552.285400
  nChanged 6
		SP:Iteration 28Q (52872.140000 sec): 3 clusters
  Score: Raw -3234922.478169 + Penalty 3369.428761 = -3231553.049409
  nChanged 5
		SP:Iteration 29Q (52872.450000 sec): 3 clusters
  Score: Raw -3234922.890174 + Penalty 3369.428761 = -3231553.461413
  nChanged 2
		SP:Iteration 30Q (52872.760000 sec): 3 clusters
  Score: Raw -3234923.063320 + Penalty 3369.428761 = -3231553.634559
  nChanged 0
		SP:Iteration 31F (52873.120000 sec): 3 clusters
  Score: Raw -3234923.063320 + Penalty 3369.428761 = -3231553.634559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52873.220000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52873.410000 sec): 3 clusters
  Score: Raw -60299.240670 + Penalty 2081.699249 = -58217.541421
  nChanged 162
		SP:Iteration 1F (52873.530000 sec): 3 clusters
  Score: Raw -60478.951436 + Penalty 2081.699249 = -58397.252187
  nChanged 45
		SP:Iteration 2F (52873.740000 sec): 3 clusters
  Score: Raw -60542.519308 + Penalty 2081.699249 = -58460.820059
  nChanged 30
		SP:Iteration 3Q (52873.920000 sec): 3 clusters
  Score: Raw -60596.358531 + Penalty 2081.699249 = -58514.659282
  nChanged 23
		SP:Iteration 4Q (52874.050000 sec): 3 clusters
  Score: Raw -60630.397524 + Penalty 2081.699249 = -58548.698275
  nChanged 6
		SP:Iteration 5Q (52874.210000 sec): 3 clusters
  Score: Raw -60642.834185 + Penalty 2081.699249 = -58561.134936
  nChanged 7
		SP:Iteration 6Q (52874.390000 sec): 3 clusters
  Score: Raw -60661.120331 + Penalty 2081.699249 = -58579.421082
  nChanged 8
		SP:Iteration 7Q (52874.570000 sec): 3 clusters
  Score: Raw -60680.999455 + Penalty 2081.699249 = -58599.300206
  nChanged 9
		SP:Iteration 8Q (52874.770000 sec): 3 clusters
  Score: Raw -60723.287602 + Penalty 2081.699249 = -58641.588353
  nChanged 18
		SP:Iteration 9Q (52874.870000 sec): 3 clusters
  Score: Raw -60784.416309 + Penalty 2081.699249 = -58702.717060
  nChanged 23
		SP:Iteration 10Q (52875.070000 sec): 3 clusters
  Score: Raw -60850.377757 + Penalty 2081.699249 = -58768.678508
  nChanged 19
		SP:Iteration 11Q (52875.240000 sec): 3 clusters
  Score: Raw -60912.678367 + Penalty 2081.699249 = -58830.979118
  nChanged 17
		SP:Iteration 12Q (52875.470000 sec): 3 clusters
  Score: Raw -60995.459759 + Penalty 2081.699249 = -58913.760510
  nChanged 20
		SP:Iteration 13Q (52875.680000 sec): 3 clusters
  Score: Raw -61057.223099 + Penalty 2081.699249 = -58975.523850
  nChanged 17
		SP:Iteration 14Q (52875.860000 sec): 3 clusters
  Score: Raw -61080.932859 + Penalty 2081.699249 = -58999.233610
  nChanged 15
		SP:Iteration 15Q (52876.030000 sec): 3 clusters
  Score: Raw -61100.015359 + Penalty 2081.699249 = -59018.316110
  nChanged 11
		SP:Iteration 16Q (52876.230000 sec): 3 clusters
  Score: Raw -61121.961479 + Penalty 2081.699249 = -59040.262230
  nChanged 11
		SP:Iteration 17Q (52876.430000 sec): 3 clusters
  Score: Raw -61137.131374 + Penalty 2081.699249 = -59055.432125
  nChanged 6
		SP:Iteration 18Q (52876.610000 sec): 3 clusters
  Score: Raw -61147.787849 + Penalty 2081.699249 = -59066.088600
  nChanged 1
		SP:Iteration 19Q (52876.820000 sec): 3 clusters
  Score: Raw -61149.302481 + Penalty 2081.699249 = -59067.603232
  nChanged 0
		SP:Iteration 20F (52877.000000 sec): 3 clusters
  Score: Raw -61149.302481 + Penalty 2081.699249 = -59067.603232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52877.120000 sec): 2 clusters
  Score: Raw -1501020.614888 + Penalty 1553.261029 = -1499467.353858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52877.450000 sec): 3 clusters
  Score: Raw -1492665.167621 + Penalty 3106.522059 = -1489558.645562
  nChanged 6312
		SP:Iteration 1F (52877.710000 sec): 3 clusters
  Score: Raw -1496318.764535 + Penalty 3106.522059 = -1493212.242476
  nChanged 959
		SP:Iteration 2F (52878.020000 sec): 3 clusters
  Score: Raw -1496894.373601 + Penalty 3106.522059 = -1493787.851542
  nChanged 1056
		SP:Iteration 3F (52878.290000 sec): 3 clusters
  Score: Raw -1497649.491326 + Penalty 3106.522059 = -1494542.969267
  nChanged 1040
		SP:Iteration 4F (52878.610000 sec): 3 clusters
  Score: Raw -1498399.849974 + Penalty 3106.522059 = -1495293.327915
  nChanged 950
		SP:Iteration 5F (52878.820000 sec): 3 clusters
  Score: Raw -1499048.069004 + Penalty 3106.522059 = -1495941.546945
  nChanged 737
		SP:Iteration 6F (52879.150000 sec): 3 clusters
  Score: Raw -1499497.202074 + Penalty 3106.522059 = -1496390.680015
  nChanged 526
		SP:Iteration 7Q (52879.380000 sec): 3 clusters
  Score: Raw -1499765.557944 + Penalty 3106.522059 = -1496659.035885
  nChanged 377
		SP:Iteration 8Q (52879.630000 sec): 3 clusters
  Score: Raw -1499952.155982 + Penalty 3106.522059 = -1496845.633923
  nChanged 291
		SP:Iteration 9Q (52879.890000 sec): 3 clusters
  Score: Raw -1500101.299999 + Penalty 3106.522059 = -1496994.777940
  nChanged 253
		SP:Iteration 10Q (52880.150000 sec): 3 clusters
  Score: Raw -1500254.022100 + Penalty 3106.522059 = -1497147.500041
  nChanged 250
		SP:Iteration 11Q (52880.440000 sec): 3 clusters
  Score: Raw -1500406.842647 + Penalty 3106.522059 = -1497300.320588
  nChanged 231
		SP:Iteration 12Q (52880.650000 sec): 3 clusters
  Score: Raw -1500567.092224 + Penalty 3106.522059 = -1497460.570165
  nChanged 210
		SP:Iteration 13Q (52880.930000 sec): 3 clusters
  Score: Raw -1500713.287749 + Penalty 3106.522059 = -1497606.765690
  nChanged 172
		SP:Iteration 14Q (52881.210000 sec): 3 clusters
  Score: Raw -1500829.392217 + Penalty 3106.522059 = -1497722.870158
  nChanged 138
		SP:Iteration 15Q (52881.420000 sec): 3 clusters
  Score: Raw -1500922.703643 + Penalty 3106.522059 = -1497816.181584
  nChanged 110
		SP:Iteration 16Q (52881.660000 sec): 3 clusters
  Score: Raw -1500987.158227 + Penalty 3106.522059 = -1497880.636168
  nChanged 78
		SP:Iteration 17Q (52881.900000 sec): 3 clusters
  Score: Raw -1501039.290757 + Penalty 3106.522059 = -1497932.768698
  nChanged 58
		SP:Iteration 18Q (52882.150000 sec): 3 clusters
  Score: Raw -1501078.781515 + Penalty 3106.522059 = -1497972.259456
  nChanged 40
		SP:Iteration 19Q (52882.410000 sec): 3 clusters
  Score: Raw -1501114.491637 + Penalty 3106.522059 = -1498007.969578
  nChanged 53
		SP:Iteration 20F (52882.640000 sec): 3 clusters
  Score: Raw -1501159.799227 + Penalty 3106.522059 = -1498053.277168
  nChanged 33
		SP:Iteration 21Q (52882.870000 sec): 3 clusters
  Score: Raw -1501181.608584 + Penalty 3106.522059 = -1498075.086525
  nChanged 20
		SP:Iteration 22Q (52883.130000 sec): 3 clusters
  Score: Raw -1501190.784164 + Penalty 3106.522059 = -1498084.262105
  nChanged 11
		SP:Iteration 23Q (52883.380000 sec): 3 clusters
  Score: Raw -1501197.246607 + Penalty 3106.522059 = -1498090.724548
  nChanged 7
		SP:Iteration 24Q (52883.610000 sec): 3 clusters
  Score: Raw -1501200.967127 + Penalty 3106.522059 = -1498094.445068
  nChanged 4
		SP:Iteration 25Q (52883.830000 sec): 3 clusters
  Score: Raw -1501203.123988 + Penalty 3106.522059 = -1498096.601929
  nChanged 4
		SP:Iteration 26Q (52884.040000 sec): 3 clusters
  Score: Raw -1501204.485564 + Penalty 3106.522059 = -1498097.963505
  nChanged 3
		SP:Iteration 27Q (52884.260000 sec): 3 clusters
  Score: Raw -1501207.088347 + Penalty 3106.522059 = -1498100.566288
  nChanged 2
		SP:Iteration 28Q (52884.480000 sec): 3 clusters
  Score: Raw -1501207.554149 + Penalty 3106.522059 = -1498101.032090
  nChanged 2
		SP:Iteration 29Q (52884.670000 sec): 3 clusters
  Score: Raw -1501208.225371 + Penalty 3106.522059 = -1498101.703312
  nChanged 2
		SP:Iteration 30Q (52884.910000 sec): 3 clusters
  Score: Raw -1501210.357970 + Penalty 3106.522059 = -1498103.835911
  nChanged 3
		SP:Iteration 31Q (52885.160000 sec): 3 clusters
  Score: Raw -1501211.305813 + Penalty 3106.522059 = -1498104.783754
  nChanged 1
		SP:Iteration 32Q (52885.370000 sec): 3 clusters
  Score: Raw -1501211.624994 + Penalty 3106.522059 = -1498105.102935
  nChanged 0
		SP:Iteration 33F (52885.640000 sec): 3 clusters
  Score: Raw -1501211.624994 + Penalty 3106.522059 = -1498105.102935
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52885.860000 sec): 2 clusters
  Score: Raw -2483718.803617 + Penalty 1638.129442 = -2482080.674174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52886.200000 sec): 3 clusters
  Score: Raw -2469233.187230 + Penalty 3276.258884 = -2465956.928345
  nChanged 10854
		SP:Iteration 1F (52886.540000 sec): 3 clusters
  Score: Raw -2474948.751891 + Penalty 3276.258884 = -2471672.493007
  nChanged 1066
		SP:Iteration 2Q (52886.900000 sec): 3 clusters
  Score: Raw -2475272.426244 + Penalty 3276.258884 = -2471996.167359
  nChanged 1002
		SP:Iteration 3Q (52887.180000 sec): 3 clusters
  Score: Raw -2475591.539146 + Penalty 3276.258884 = -2472315.280262
  nChanged 997
		SP:Iteration 4Q (52887.520000 sec): 3 clusters
  Score: Raw -2475948.127416 + Penalty 3276.258884 = -2472671.868531
  nChanged 1037
		SP:Iteration 5Q (52887.830000 sec): 3 clusters
  Score: Raw -2476323.476326 + Penalty 3276.258884 = -2473047.217442
  nChanged 994
		SP:Iteration 6Q (52888.170000 sec): 3 clusters
  Score: Raw -2476698.065737 + Penalty 3276.258884 = -2473421.806853
  nChanged 1027
		SP:Iteration 7Q (52888.480000 sec): 3 clusters
  Score: Raw -2477103.900915 + Penalty 3276.258884 = -2473827.642030
  nChanged 1002
		SP:Iteration 8Q (52888.820000 sec): 3 clusters
  Score: Raw -2477523.938774 + Penalty 3276.258884 = -2474247.679890
  nChanged 984
		SP:Iteration 9Q (52889.160000 sec): 3 clusters
  Score: Raw -2477961.726011 + Penalty 3276.258884 = -2474685.467127
  nChanged 1011
		SP:Iteration 10Q (52889.530000 sec): 3 clusters
  Score: Raw -2478425.425476 + Penalty 3276.258884 = -2475149.166591
  nChanged 971
		SP:Iteration 11Q (52889.840000 sec): 3 clusters
  Score: Raw -2478888.461050 + Penalty 3276.258884 = -2475612.202166
  nChanged 980
		SP:Iteration 12Q (52890.240000 sec): 3 clusters
  Score: Raw -2479378.208133 + Penalty 3276.258884 = -2476101.949249
  nChanged 924
		SP:Iteration 13Q (52890.540000 sec): 3 clusters
  Score: Raw -2479846.790664 + Penalty 3276.258884 = -2476570.531780
  nChanged 923
		SP:Iteration 14Q (52890.900000 sec): 3 clusters
  Score: Raw -2480313.951542 + Penalty 3276.258884 = -2477037.692658
  nChanged 875
		SP:Iteration 15Q (52891.220000 sec): 3 clusters
  Score: Raw -2480747.083872 + Penalty 3276.258884 = -2477470.824988
  nChanged 845
		SP:Iteration 16Q (52891.580000 sec): 3 clusters
  Score: Raw -2481172.137831 + Penalty 3276.258884 = -2477895.878947
  nChanged 756
		SP:Iteration 17Q (52891.870000 sec): 3 clusters
  Score: Raw -2481573.044454 + Penalty 3276.258884 = -2478296.785570
  nChanged 755
		SP:Iteration 18Q (52892.200000 sec): 3 clusters
  Score: Raw -2481998.133829 + Penalty 3276.258884 = -2478721.874944
  nChanged 709
		SP:Iteration 19Q (52892.520000 sec): 3 clusters
  Score: Raw -2482433.068885 + Penalty 3276.258884 = -2479156.810001
  nChanged 615
		SP:Iteration 20F (52892.830000 sec): 3 clusters
  Score: Raw -2482832.407285 + Penalty 3276.258884 = -2479556.148401
  nChanged 528
		SP:Iteration 21Q (52893.140000 sec): 3 clusters
  Score: Raw -2483154.486817 + Penalty 3276.258884 = -2479878.227933
  nChanged 418
		SP:Iteration 22Q (52893.500000 sec): 3 clusters
  Score: Raw -2483380.227505 + Penalty 3276.258884 = -2480103.968620
  nChanged 340
		SP:Iteration 23Q (52893.780000 sec): 3 clusters
  Score: Raw -2483554.005685 + Penalty 3276.258884 = -2480277.746800
  nChanged 256
		SP:Iteration 24Q (52894.070000 sec): 3 clusters
  Score: Raw -2483695.493065 + Penalty 3276.258884 = -2480419.234181
  nChanged 222
		SP:Iteration 25Q (52894.430000 sec): 3 clusters
  Score: Raw -2483811.662130 + Penalty 3276.258884 = -2480535.403245
  nChanged 194
		SP:Iteration 26Q (52894.690000 sec): 3 clusters
  Score: Raw -2483921.918591 + Penalty 3276.258884 = -2480645.659706
  nChanged 153
		SP:Iteration 27Q (52895.000000 sec): 3 clusters
  Score: Raw -2484001.746850 + Penalty 3276.258884 = -2480725.487966
  nChanged 124
		SP:Iteration 28Q (52895.270000 sec): 3 clusters
  Score: Raw -2484075.406115 + Penalty 3276.258884 = -2480799.147231
  nChanged 105
		SP:Iteration 29Q (52895.630000 sec): 3 clusters
  Score: Raw -2484130.100457 + Penalty 3276.258884 = -2480853.841573
  nChanged 86
		SP:Iteration 30Q (52895.900000 sec): 3 clusters
  Score: Raw -2484170.898745 + Penalty 3276.258884 = -2480894.639861
  nChanged 69
		SP:Iteration 31Q (52896.220000 sec): 3 clusters
  Score: Raw -2484206.491722 + Penalty 3276.258884 = -2480930.232837
  nChanged 56
		SP:Iteration 32Q (52896.520000 sec): 3 clusters
  Score: Raw -2484237.299292 + Penalty 3276.258884 = -2480961.040408
  nChanged 55
		SP:Iteration 33Q (52896.860000 sec): 3 clusters
  Score: Raw -2484265.373941 + Penalty 3276.258884 = -2480989.115057
  nChanged 51
		SP:Iteration 34Q (52897.120000 sec): 3 clusters
  Score: Raw -2484291.001843 + Penalty 3276.258884 = -2481014.742959
  nChanged 34
		SP:Iteration 35Q (52897.400000 sec): 3 clusters
  Score: Raw -2484304.620243 + Penalty 3276.258884 = -2481028.361359
  nChanged 23
		SP:Iteration 36Q (52897.660000 sec): 3 clusters
  Score: Raw -2484313.403706 + Penalty 3276.258884 = -2481037.144822
  nChanged 20
		SP:Iteration 37Q (52897.960000 sec): 3 clusters
  Score: Raw -2484321.249833 + Penalty 3276.258884 = -2481044.990948
  nChanged 17
		SP:Iteration 38Q (52898.280000 sec): 3 clusters
  Score: Raw -2484326.887896 + Penalty 3276.258884 = -2481050.629012
  nChanged 9
		SP:Iteration 39Q (52898.570000 sec): 3 clusters
  Score: Raw -2484329.297007 + Penalty 3276.258884 = -2481053.038122
  nChanged 5
		SP:Iteration 40F (52898.870000 sec): 3 clusters
  Score: Raw -2484330.400247 + Penalty 3276.258884 = -2481054.141363
  nChanged 1
		SP:Iteration 41Q (52899.160000 sec): 3 clusters
  Score: Raw -2484330.467854 + Penalty 3276.258884 = -2481054.208969
  nChanged 0
		SP:Iteration 42F (52899.490000 sec): 3 clusters
  Score: Raw -2484330.467854 + Penalty 3276.258884 = -2481054.208969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52899.640000 sec): 2 clusters
  Score: Raw -395212.124404 + Penalty 1352.072819 = -393860.051586
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52899.830000 sec): 3 clusters
  Score: Raw -393130.134189 + Penalty 2704.145637 = -390425.988552
  nChanged 1647
		SP:Iteration 1F (52900.010000 sec): 3 clusters
  Score: Raw -394144.302889 + Penalty 2704.145637 = -391440.157252
  nChanged 323
		SP:Iteration 2F (52900.180000 sec): 3 clusters
  Score: Raw -394332.113936 + Penalty 2704.145637 = -391627.968298
  nChanged 238
		SP:Iteration 3F (52900.360000 sec): 3 clusters
  Score: Raw -394469.569815 + Penalty 2704.145637 = -391765.424178
  nChanged 193
		SP:Iteration 4Q (52900.530000 sec): 3 clusters
  Score: Raw -394607.166821 + Penalty 2704.145637 = -391903.021184
  nChanged 179
		SP:Iteration 5Q (52900.730000 sec): 3 clusters
  Score: Raw -394757.193907 + Penalty 2704.145637 = -392053.048270
  nChanged 178
		SP:Iteration 6Q (52900.940000 sec): 3 clusters
  Score: Raw -394894.209155 + Penalty 2704.145637 = -392190.063518
  nChanged 191
		SP:Iteration 7Q (52901.120000 sec): 3 clusters
  Score: Raw -395029.281067 + Penalty 2704.145637 = -392325.135430
  nChanged 169
		SP:Iteration 8Q (52901.280000 sec): 3 clusters
  Score: Raw -395145.931623 + Penalty 2704.145637 = -392441.785986
  nChanged 149
		SP:Iteration 9Q (52901.460000 sec): 3 clusters
  Score: Raw -395230.005151 + Penalty 2704.145637 = -392525.859514
  nChanged 118
		SP:Iteration 10Q (52901.680000 sec): 3 clusters
  Score: Raw -395306.615459 + Penalty 2704.145637 = -392602.469822
  nChanged 92
		SP:Iteration 11Q (52901.920000 sec): 3 clusters
  Score: Raw -395362.285642 + Penalty 2704.145637 = -392658.140005
  nChanged 94
		SP:Iteration 12Q (52902.060000 sec): 3 clusters
  Score: Raw -395410.612179 + Penalty 2704.145637 = -392706.466542
  nChanged 79
		SP:Iteration 13Q (52902.270000 sec): 3 clusters
  Score: Raw -395452.996705 + Penalty 2704.145637 = -392748.851068
  nChanged 78
		SP:Iteration 14Q (52902.450000 sec): 3 clusters
  Score: Raw -395490.710405 + Penalty 2704.145637 = -392786.564768
  nChanged 69
		SP:Iteration 15Q (52902.600000 sec): 3 clusters
  Score: Raw -395521.645038 + Penalty 2704.145637 = -392817.499401
  nChanged 54
		SP:Iteration 16Q (52902.820000 sec): 3 clusters
  Score: Raw -395545.147989 + Penalty 2704.145637 = -392841.002352
  nChanged 51
		SP:Iteration 17Q (52903.000000 sec): 3 clusters
  Score: Raw -395570.396525 + Penalty 2704.145637 = -392866.250888
  nChanged 55
		SP:Iteration 18Q (52903.240000 sec): 3 clusters
  Score: Raw -395592.603908 + Penalty 2704.145637 = -392888.458271
  nChanged 37
		SP:Iteration 19Q (52903.460000 sec): 3 clusters
  Score: Raw -395605.602538 + Penalty 2704.145637 = -392901.456901
  nChanged 28
		SP:Iteration 20F (52903.670000 sec): 3 clusters
  Score: Raw -395616.661805 + Penalty 2704.145637 = -392912.516168
  nChanged 36
		SP:Iteration 21Q (52903.860000 sec): 3 clusters
  Score: Raw -395630.624301 + Penalty 2704.145637 = -392926.478664
  nChanged 38
		SP:Iteration 22Q (52904.090000 sec): 3 clusters
  Score: Raw -395645.243251 + Penalty 2704.145637 = -392941.097614
  nChanged 31
		SP:Iteration 23Q (52904.230000 sec): 3 clusters
  Score: Raw -395659.456542 + Penalty 2704.145637 = -392955.310905
  nChanged 36
		SP:Iteration 24Q (52904.400000 sec): 3 clusters
  Score: Raw -395673.833349 + Penalty 2704.145637 = -392969.687712
  nChanged 34
		SP:Iteration 25Q (52904.620000 sec): 3 clusters
  Score: Raw -395689.110137 + Penalty 2704.145637 = -392984.964500
  nChanged 33
		SP:Iteration 26Q (52904.800000 sec): 3 clusters
  Score: Raw -395702.483085 + Penalty 2704.145637 = -392998.337448
  nChanged 29
		SP:Iteration 27Q (52904.990000 sec): 3 clusters
  Score: Raw -395716.507913 + Penalty 2704.145637 = -393012.362276
  nChanged 37
		SP:Iteration 28Q (52905.170000 sec): 3 clusters
  Score: Raw -395737.647049 + Penalty 2704.145637 = -393033.501412
  nChanged 30
		SP:Iteration 29Q (52905.330000 sec): 3 clusters
  Score: Raw -395755.478481 + Penalty 2704.145637 = -393051.332844
  nChanged 25
		SP:Iteration 30Q (52905.500000 sec): 3 clusters
  Score: Raw -395768.957724 + Penalty 2704.145637 = -393064.812087
  nChanged 27
		SP:Iteration 31Q (52905.780000 sec): 3 clusters
  Score: Raw -395779.535051 + Penalty 2704.145637 = -393075.389414
  nChanged 17
		SP:Iteration 32Q (52906.050000 sec): 3 clusters
  Score: Raw -395787.918592 + Penalty 2704.145637 = -393083.772955
  nChanged 17
		SP:Iteration 33Q (52906.270000 sec): 3 clusters
  Score: Raw -395795.483001 + Penalty 2704.145637 = -393091.337364
  nChanged 10
		SP:Iteration 34Q (52906.480000 sec): 3 clusters
  Score: Raw -395799.081321 + Penalty 2704.145637 = -393094.935684
  nChanged 7
		SP:Iteration 35Q (52906.660000 sec): 3 clusters
  Score: Raw -395807.035782 + Penalty 2704.145637 = -393102.890145
  nChanged 8
		SP:Iteration 36Q (52906.800000 sec): 3 clusters
  Score: Raw -395813.101793 + Penalty 2704.145637 = -393108.956156
  nChanged 7
		SP:Iteration 37Q (52906.940000 sec): 3 clusters
  Score: Raw -395815.054688 + Penalty 2704.145637 = -393110.909051
  nChanged 4
		SP:Iteration 38Q (52907.120000 sec): 3 clusters
  Score: Raw -395816.552426 + Penalty 2704.145637 = -393112.406789
  nChanged 5
		SP:Iteration 39Q (52907.300000 sec): 3 clusters
  Score: Raw -395818.725281 + Penalty 2704.145637 = -393114.579644
  nChanged 5
		SP:Iteration 40F (52907.520000 sec): 3 clusters
  Score: Raw -395822.460694 + Penalty 2704.145637 = -393118.315057
  nChanged 11
		SP:Iteration 41Q (52907.670000 sec): 3 clusters
  Score: Raw -395825.972122 + Penalty 2704.145637 = -393121.826485
  nChanged 7
		SP:Iteration 42Q (52907.800000 sec): 3 clusters
  Score: Raw -395827.830127 + Penalty 2704.145637 = -393123.684489
  nChanged 5
		SP:Iteration 43Q (52907.960000 sec): 3 clusters
  Score: Raw -395829.433778 + Penalty 2704.145637 = -393125.288141
  nChanged 2
		SP:Iteration 44Q (52908.140000 sec): 3 clusters
  Score: Raw -395830.126542 + Penalty 2704.145637 = -393125.980905
  nChanged 1
		SP:Iteration 45Q (52908.350000 sec): 3 clusters
  Score: Raw -395830.420812 + Penalty 2704.145637 = -393126.275175
  nChanged 1
		SP:Iteration 46Q (52908.540000 sec): 3 clusters
  Score: Raw -395830.661128 + Penalty 2704.145637 = -393126.515491
  nChanged 0
		SP:Iteration 47F (52908.760000 sec): 3 clusters
  Score: Raw -395830.661128 + Penalty 2704.145637 = -393126.515491
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52909.050000 sec): 2 clusters
  Score: Raw -2161804.071889 + Penalty 1612.964233 = -2160191.107657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52909.300000 sec): 3 clusters
  Score: Raw -2149500.746422 + Penalty 3225.928466 = -2146274.817956
  nChanged 9265
		SP:Iteration 1F (52909.580000 sec): 3 clusters
  Score: Raw -2154784.170852 + Penalty 3225.928466 = -2151558.242386
  nChanged 1184
		SP:Iteration 2F (52909.900000 sec): 3 clusters
  Score: Raw -2155304.098186 + Penalty 3225.928466 = -2152078.169720
  nChanged 1143
		SP:Iteration 3F (52910.220000 sec): 3 clusters
  Score: Raw -2155889.600209 + Penalty 3225.928466 = -2152663.671743
  nChanged 1235
		SP:Iteration 4F (52910.470000 sec): 3 clusters
  Score: Raw -2156646.553711 + Penalty 3225.928466 = -2153420.625245
  nChanged 1385
		SP:Iteration 5F (52910.760000 sec): 3 clusters
  Score: Raw -2157659.122864 + Penalty 3225.928466 = -2154433.194398
  nChanged 1448
		SP:Iteration 6F (52911.060000 sec): 3 clusters
  Score: Raw -2158906.911510 + Penalty 3225.928466 = -2155680.983044
  nChanged 1346
		SP:Iteration 7F (52911.380000 sec): 3 clusters
  Score: Raw -2160182.569696 + Penalty 3225.928466 = -2156956.641230
  nChanged 947
		SP:Iteration 8Q (52911.690000 sec): 3 clusters
  Score: Raw -2161097.647751 + Penalty 3225.928466 = -2157871.719285
  nChanged 494
		SP:Iteration 9Q (52911.980000 sec): 3 clusters
  Score: Raw -2161583.177041 + Penalty 3225.928466 = -2158357.248575
  nChanged 201
		SP:Iteration 10Q (52912.240000 sec): 3 clusters
  Score: Raw -2161800.942641 + Penalty 3225.928466 = -2158575.014175
  nChanged 85
		SP:Iteration 11Q (52912.580000 sec): 3 clusters
  Score: Raw -2161910.899374 + Penalty 3225.928466 = -2158684.970908
  nChanged 35
		SP:Iteration 12Q (52912.860000 sec): 3 clusters
  Score: Raw -2161962.418547 + Penalty 3225.928466 = -2158736.490081
  nChanged 17
		SP:Iteration 13Q (52913.160000 sec): 3 clusters
  Score: Raw -2161995.671925 + Penalty 3225.928466 = -2158769.743459
  nChanged 16
		SP:Iteration 14Q (52913.450000 sec): 3 clusters
  Score: Raw -2162015.781031 + Penalty 3225.928466 = -2158789.852565
  nChanged 11
		SP:Iteration 15Q (52913.770000 sec): 3 clusters
  Score: Raw -2162030.712443 + Penalty 3225.928466 = -2158804.783977
  nChanged 6
		SP:Iteration 16Q (52914.030000 sec): 3 clusters
  Score: Raw -2162042.661790 + Penalty 3225.928466 = -2158816.733324
  nChanged 4
		SP:Iteration 17Q (52914.350000 sec): 3 clusters
  Score: Raw -2162049.298966 + Penalty 3225.928466 = -2158823.370500
  nChanged 5
		SP:Iteration 18Q (52914.630000 sec): 3 clusters
  Score: Raw -2162055.827657 + Penalty 3225.928466 = -2158829.899192
  nChanged 1
		SP:Iteration 19Q (52914.950000 sec): 3 clusters
  Score: Raw -2162058.342398 + Penalty 3225.928466 = -2158832.413932
  nChanged 1
		SP:Iteration 20F (52915.250000 sec): 3 clusters
  Score: Raw -2162058.933436 + Penalty 3225.928466 = -2158833.004970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52915.880000 sec): 2 clusters
  Score: Raw -10971000.449915 + Penalty 1874.507427 = -10969125.942488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52916.660000 sec): 3 clusters
  Score: Raw -10904345.454049 + Penalty 3749.014854 = -10900596.439195
  nChanged 48978
		SP:Iteration 1F (52917.420000 sec): 3 clusters
  Score: Raw -10932479.341004 + Penalty 3749.014854 = -10928730.326150
  nChanged 3814
		SP:Iteration 2Q (52918.210000 sec): 3 clusters
  Score: Raw -10933584.464473 + Penalty 3749.014854 = -10929835.449619
  nChanged 4620
		SP:Iteration 3Q (52919.010000 sec): 3 clusters
  Score: Raw -10935372.599678 + Penalty 3749.014854 = -10931623.584824
  nChanged 5959
		SP:Iteration 4F (52919.780000 sec): 3 clusters
  Score: Raw -10938410.621858 + Penalty 3749.014854 = -10934661.607004
  nChanged 7182
		SP:Iteration 5F (52920.560000 sec): 3 clusters
  Score: Raw -10942850.225858 + Penalty 3749.014854 = -10939101.211004
  nChanged 7857
		SP:Iteration 6F (52921.260000 sec): 3 clusters
  Score: Raw -10948399.939578 + Penalty 3749.014854 = -10944650.924724
  nChanged 7412
		SP:Iteration 7F (52921.960000 sec): 3 clusters
  Score: Raw -10954157.939446 + Penalty 3749.014854 = -10950408.924592
  nChanged 6488
		SP:Iteration 8F (52922.610000 sec): 3 clusters
  Score: Raw -10959813.174770 + Penalty 3749.014854 = -10956064.159915
  nChanged 5136
		SP:Iteration 9F (52923.280000 sec): 3 clusters
  Score: Raw -10964596.434746 + Penalty 3749.014854 = -10960847.419892
  nChanged 3546
		SP:Iteration 10Q (52924.090000 sec): 3 clusters
  Score: Raw -10967892.662604 + Penalty 3749.014854 = -10964143.647750
  nChanged 2044
		SP:Iteration 11Q (52925.010000 sec): 3 clusters
  Score: Raw -10969678.775750 + Penalty 3749.014854 = -10965929.760896
  nChanged 977
		SP:Iteration 12Q (52925.920000 sec): 3 clusters
  Score: Raw -10970466.680102 + Penalty 3749.014854 = -10966717.665248
  nChanged 480
		SP:Iteration 13Q (52926.760000 sec): 3 clusters
  Score: Raw -10970837.459294 + Penalty 3749.014854 = -10967088.444440
  nChanged 256
		SP:Iteration 14Q (52927.540000 sec): 3 clusters
  Score: Raw -10971036.236657 + Penalty 3749.014854 = -10967287.221802
  nChanged 138
		SP:Iteration 15Q (52928.380000 sec): 3 clusters
  Score: Raw -10971147.642299 + Penalty 3749.014854 = -10967398.627444
  nChanged 93
		SP:Iteration 16Q (52929.180000 sec): 3 clusters
  Score: Raw -10971225.204101 + Penalty 3749.014854 = -10967476.189247
  nChanged 72
		SP:Iteration 17Q (52930.020000 sec): 3 clusters
  Score: Raw -10971287.845857 + Penalty 3749.014854 = -10967538.831003
  nChanged 50
		SP:Iteration 18Q (52930.850000 sec): 3 clusters
  Score: Raw -10971322.764111 + Penalty 3749.014854 = -10967573.749257
  nChanged 31
		SP:Iteration 19Q (52931.680000 sec): 3 clusters
  Score: Raw -10971347.314977 + Penalty 3749.014854 = -10967598.300123
  nChanged 19
		SP:Iteration 20F (52932.490000 sec): 3 clusters
  Score: Raw -10971361.871000 + Penalty 3749.014854 = -10967612.856145
  nChanged 12
		SP:Iteration 21Q (52933.180000 sec): 3 clusters
  Score: Raw -10971371.094477 + Penalty 3749.014854 = -10967622.079623
  nChanged 6
		SP:Iteration 22Q (52933.860000 sec): 3 clusters
  Score: Raw -10971376.560370 + Penalty 3749.014854 = -10967627.545515
  nChanged 8
		SP:Iteration 23Q (52934.570000 sec): 3 clusters
  Score: Raw -10971382.582717 + Penalty 3749.014854 = -10967633.567863
  nChanged 5
		SP:Iteration 24Q (52935.240000 sec): 3 clusters
  Score: Raw -10971385.753247 + Penalty 3749.014854 = -10967636.738393
  nChanged 3
		SP:Iteration 25Q (52935.950000 sec): 3 clusters
  Score: Raw -10971387.969208 + Penalty 3749.014854 = -10967638.954354
  nChanged 5
		SP:Iteration 26Q (52936.690000 sec): 3 clusters
  Score: Raw -10971391.108354 + Penalty 3749.014854 = -10967642.093500
  nChanged 0
		SP:Iteration 27F (52937.450000 sec): 3 clusters
  Score: Raw -10971391.108354 + Penalty 3749.014854 = -10967642.093500
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52937.610000 sec): 2 clusters
  Score: Raw -939856.470527 + Penalty 1479.955964 = -938376.514563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52937.880000 sec): 3 clusters
  Score: Raw -934841.481738 + Penalty 2959.911928 = -931881.569809
  nChanged 3910
		SP:Iteration 1F (52938.070000 sec): 3 clusters
  Score: Raw -937048.881835 + Penalty 2959.911928 = -934088.969907
  nChanged 540
		SP:Iteration 2F (52938.320000 sec): 3 clusters
  Score: Raw -937280.253518 + Penalty 2959.911928 = -934320.341589
  nChanged 430
		SP:Iteration 3Q (52938.500000 sec): 3 clusters
  Score: Raw -937487.608649 + Penalty 2959.911928 = -934527.696721
  nChanged 441
		SP:Iteration 4Q (52938.720000 sec): 3 clusters
  Score: Raw -937732.383635 + Penalty 2959.911928 = -934772.471707
  nChanged 478
		SP:Iteration 5F (52938.930000 sec): 3 clusters
  Score: Raw -938021.105695 + Penalty 2959.911928 = -935061.193767
  nChanged 508
		SP:Iteration 6F (52939.120000 sec): 3 clusters
  Score: Raw -938366.865418 + Penalty 2959.911928 = -935406.953490
  nChanged 509
		SP:Iteration 7F (52939.360000 sec): 3 clusters
  Score: Raw -938722.458017 + Penalty 2959.911928 = -935762.546089
  nChanged 432
		SP:Iteration 8Q (52939.580000 sec): 3 clusters
  Score: Raw -939025.460391 + Penalty 2959.911928 = -936065.548463
  nChanged 362
		SP:Iteration 9Q (52939.860000 sec): 3 clusters
  Score: Raw -939279.720974 + Penalty 2959.911928 = -936319.809046
  nChanged 288
		SP:Iteration 10Q (52940.080000 sec): 3 clusters
  Score: Raw -939475.591305 + Penalty 2959.911928 = -936515.679377
  nChanged 230
		SP:Iteration 11Q (52940.380000 sec): 3 clusters
  Score: Raw -939621.443378 + Penalty 2959.911928 = -936661.531450
  nChanged 170
		SP:Iteration 12Q (52940.650000 sec): 3 clusters
  Score: Raw -939744.001719 + Penalty 2959.911928 = -936784.089791
  nChanged 124
		SP:Iteration 13Q (52940.890000 sec): 3 clusters
  Score: Raw -939835.631477 + Penalty 2959.911928 = -936875.719549
  nChanged 94
		SP:Iteration 14Q (52941.170000 sec): 3 clusters
  Score: Raw -939916.872625 + Penalty 2959.911928 = -936956.960697
  nChanged 79
		SP:Iteration 15Q (52941.370000 sec): 3 clusters
  Score: Raw -939968.333970 + Penalty 2959.911928 = -937008.422041
  nChanged 33
		SP:Iteration 16Q (52941.590000 sec): 3 clusters
  Score: Raw -939987.820079 + Penalty 2959.911928 = -937027.908150
  nChanged 33
		SP:Iteration 17Q (52941.780000 sec): 3 clusters
  Score: Raw -940011.403523 + Penalty 2959.911928 = -937051.491594
  nChanged 27
		SP:Iteration 18Q (52942.010000 sec): 3 clusters
  Score: Raw -940030.520565 + Penalty 2959.911928 = -937070.608636
  nChanged 22
		SP:Iteration 19Q (52942.230000 sec): 3 clusters
  Score: Raw -940047.844412 + Penalty 2959.911928 = -937087.932484
  nChanged 20
		SP:Iteration 20F (52942.450000 sec): 3 clusters
  Score: Raw -940059.062644 + Penalty 2959.911928 = -937099.150716
  nChanged 26
		SP:Iteration 21Q (52942.670000 sec): 3 clusters
  Score: Raw -940073.922563 + Penalty 2959.911928 = -937114.010635
  nChanged 19
		SP:Iteration 22Q (52942.890000 sec): 3 clusters
  Score: Raw -940089.305400 + Penalty 2959.911928 = -937129.393472
  nChanged 13
		SP:Iteration 23Q (52943.140000 sec): 3 clusters
  Score: Raw -940098.243641 + Penalty 2959.911928 = -937138.331713
  nChanged 9
		SP:Iteration 24Q (52943.340000 sec): 3 clusters
  Score: Raw -940104.450553 + Penalty 2959.911928 = -937144.538625
  nChanged 7
		SP:Iteration 25Q (52943.520000 sec): 3 clusters
  Score: Raw -940109.118580 + Penalty 2959.911928 = -937149.206652
  nChanged 6
		SP:Iteration 26Q (52943.720000 sec): 3 clusters
  Score: Raw -940116.747963 + Penalty 2959.911928 = -937156.836035
  nChanged 6
		SP:Iteration 27Q (52943.950000 sec): 3 clusters
  Score: Raw -940123.998704 + Penalty 2959.911928 = -937164.086775
  nChanged 8
		SP:Iteration 28Q (52944.160000 sec): 3 clusters
  Score: Raw -940128.739689 + Penalty 2959.911928 = -937168.827761
  nChanged 5
		SP:Iteration 29Q (52944.410000 sec): 3 clusters
  Score: Raw -940131.509177 + Penalty 2959.911928 = -937171.597248
  nChanged 0
		SP:Iteration 30F (52944.660000 sec): 3 clusters
  Score: Raw -940131.509177 + Penalty 2959.911928 = -937171.597248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52945.110000 sec): 2 clusters
  Score: Raw -7474212.079599 + Penalty 1818.137411 = -7472393.942188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52945.700000 sec): 3 clusters
  Score: Raw -7427547.060286 + Penalty 3636.274822 = -7423910.785464
  nChanged 34599
		SP:Iteration 1F (52946.270000 sec): 3 clusters
  Score: Raw -7447352.202360 + Penalty 3636.274822 = -7443715.927538
  nChanged 2057
		SP:Iteration 2Q (52946.850000 sec): 3 clusters
  Score: Raw -7447754.867579 + Penalty 3636.274822 = -7444118.592757
  nChanged 2016
		SP:Iteration 3Q (52947.430000 sec): 3 clusters
  Score: Raw -7448211.510877 + Penalty 3636.274822 = -7444575.236055
  nChanged 2130
		SP:Iteration 4Q (52948.010000 sec): 3 clusters
  Score: Raw -7448773.876057 + Penalty 3636.274822 = -7445137.601235
  nChanged 2416
		SP:Iteration 5Q (52948.660000 sec): 3 clusters
  Score: Raw -7449560.996617 + Penalty 3636.274822 = -7445924.721795
  nChanged 2760
		SP:Iteration 6Q (52949.260000 sec): 3 clusters
  Score: Raw -7450747.434629 + Penalty 3636.274822 = -7447111.159807
  nChanged 3182
		SP:Iteration 7Q (52949.880000 sec): 3 clusters
  Score: Raw -7452483.273921 + Penalty 3636.274822 = -7448846.999100
  nChanged 3630
		SP:Iteration 8F (52950.440000 sec): 3 clusters
  Score: Raw -7454948.720495 + Penalty 3636.274822 = -7451312.445673
  nChanged 4082
		SP:Iteration 9F (52951.000000 sec): 3 clusters
  Score: Raw -7458083.163007 + Penalty 3636.274822 = -7454446.888185
  nChanged 4153
		SP:Iteration 10F (52951.540000 sec): 3 clusters
  Score: Raw -7461285.433918 + Penalty 3636.274822 = -7457649.159096
  nChanged 3758
		SP:Iteration 11F (52952.090000 sec): 3 clusters
  Score: Raw -7464038.586867 + Penalty 3636.274822 = -7460402.312045
  nChanged 3255
		SP:Iteration 12Q (52952.660000 sec): 3 clusters
  Score: Raw -7466307.691858 + Penalty 3636.274822 = -7462671.417036
  nChanged 2841
		SP:Iteration 13Q (52953.210000 sec): 3 clusters
  Score: Raw -7468266.656658 + Penalty 3636.274822 = -7464630.381836
  nChanged 2344
		SP:Iteration 14Q (52953.740000 sec): 3 clusters
  Score: Raw -7469810.502747 + Penalty 3636.274822 = -7466174.227925
  nChanged 1904
		SP:Iteration 15Q (52954.270000 sec): 3 clusters
  Score: Raw -7471042.688314 + Penalty 3636.274822 = -7467406.413492
  nChanged 1433
		SP:Iteration 16Q (52954.830000 sec): 3 clusters
  Score: Raw -7471919.379282 + Penalty 3636.274822 = -7468283.104461
  nChanged 1156
		SP:Iteration 17Q (52955.400000 sec): 3 clusters
  Score: Raw -7472582.251543 + Penalty 3636.274822 = -7468945.976721
  nChanged 911
		SP:Iteration 18Q (52955.900000 sec): 3 clusters
  Score: Raw -7473087.665567 + Penalty 3636.274822 = -7469451.390745
  nChanged 717
		SP:Iteration 19Q (52956.410000 sec): 3 clusters
  Score: Raw -7473477.005788 + Penalty 3636.274822 = -7469840.730966
  nChanged 544
		SP:Iteration 20F (52956.920000 sec): 3 clusters
  Score: Raw -7473760.532596 + Penalty 3636.274822 = -7470124.257774
  nChanged 416
		SP:Iteration 21Q (52957.500000 sec): 3 clusters
  Score: Raw -7473965.705119 + Penalty 3636.274822 = -7470329.430297
  nChanged 328
		SP:Iteration 22Q (52958.020000 sec): 3 clusters
  Score: Raw -7474122.803962 + Penalty 3636.274822 = -7470486.529140
  nChanged 259
		SP:Iteration 23Q (52958.600000 sec): 3 clusters
  Score: Raw -7474248.692568 + Penalty 3636.274822 = -7470612.417746
  nChanged 190
		SP:Iteration 24Q (52959.100000 sec): 3 clusters
  Score: Raw -7474338.109143 + Penalty 3636.274822 = -7470701.834322
  nChanged 156
		SP:Iteration 25Q (52959.660000 sec): 3 clusters
  Score: Raw -7474401.435140 + Penalty 3636.274822 = -7470765.160318
  nChanged 111
		SP:Iteration 26Q (52960.180000 sec): 3 clusters
  Score: Raw -7474446.001041 + Penalty 3636.274822 = -7470809.726219
  nChanged 78
		SP:Iteration 27Q (52960.720000 sec): 3 clusters
  Score: Raw -7474472.542695 + Penalty 3636.274822 = -7470836.267873
  nChanged 72
		SP:Iteration 28Q (52961.240000 sec): 3 clusters
  Score: Raw -7474498.354112 + Penalty 3636.274822 = -7470862.079290
  nChanged 47
		SP:Iteration 29Q (52961.760000 sec): 3 clusters
  Score: Raw -7474517.705520 + Penalty 3636.274822 = -7470881.430698
  nChanged 50
		SP:Iteration 30Q (52962.290000 sec): 3 clusters
  Score: Raw -7474534.237226 + Penalty 3636.274822 = -7470897.962404
  nChanged 35
		SP:Iteration 31Q (52962.790000 sec): 3 clusters
  Score: Raw -7474544.304024 + Penalty 3636.274822 = -7470908.029202
  nChanged 20
		SP:Iteration 32Q (52963.350000 sec): 3 clusters
  Score: Raw -7474550.870546 + Penalty 3636.274822 = -7470914.595724
  nChanged 16
		SP:Iteration 33Q (52963.870000 sec): 3 clusters
  Score: Raw -7474556.328323 + Penalty 3636.274822 = -7470920.053501
  nChanged 17
		SP:Iteration 34Q (52964.400000 sec): 3 clusters
  Score: Raw -7474561.442744 + Penalty 3636.274822 = -7470925.167922
  nChanged 15
		SP:Iteration 35Q (52964.920000 sec): 3 clusters
  Score: Raw -7474566.315567 + Penalty 3636.274822 = -7470930.040745
  nChanged 14
		SP:Iteration 36Q (52965.410000 sec): 3 clusters
  Score: Raw -7474571.000783 + Penalty 3636.274822 = -7470934.725961
  nChanged 14
		SP:Iteration 37Q (52965.990000 sec): 3 clusters
  Score: Raw -7474575.066791 + Penalty 3636.274822 = -7470938.791969
  nChanged 11
		SP:Iteration 38Q (52966.480000 sec): 3 clusters
  Score: Raw -7474577.749762 + Penalty 3636.274822 = -7470941.474940
  nChanged 15
		SP:Iteration 39Q (52967.000000 sec): 3 clusters
  Score: Raw -7474583.069315 + Penalty 3636.274822 = -7470946.794494
  nChanged 9
		SP:Iteration 40F (52967.540000 sec): 3 clusters
  Score: Raw -7474586.612763 + Penalty 3636.274822 = -7470950.337941
  nChanged 8
		SP:Iteration 41Q (52968.040000 sec): 3 clusters
  Score: Raw -7474588.576269 + Penalty 3636.274822 = -7470952.301447
  nChanged 6
		SP:Iteration 42Q (52968.620000 sec): 3 clusters
  Score: Raw -7474589.970667 + Penalty 3636.274822 = -7470953.695846
  nChanged 6
		SP:Iteration 43Q (52969.130000 sec): 3 clusters
  Score: Raw -7474591.612410 + Penalty 3636.274822 = -7470955.337588
  nChanged 6
		SP:Iteration 44Q (52969.640000 sec): 3 clusters
  Score: Raw -7474593.242361 + Penalty 3636.274822 = -7470956.967539
  nChanged 6
		SP:Iteration 45Q (52970.170000 sec): 3 clusters
  Score: Raw -7474594.515335 + Penalty 3636.274822 = -7470958.240513
  nChanged 5
		SP:Iteration 46Q (52970.740000 sec): 3 clusters
  Score: Raw -7474596.414338 + Penalty 3636.274822 = -7470960.139516
  nChanged 6
		SP:Iteration 47Q (52971.270000 sec): 3 clusters
  Score: Raw -7474598.246305 + Penalty 3636.274822 = -7470961.971483
  nChanged 4
		SP:Iteration 48Q (52971.790000 sec): 3 clusters
  Score: Raw -7474600.566061 + Penalty 3636.274822 = -7470964.291239
  nChanged 11
		SP:Iteration 49Q (52972.310000 sec): 3 clusters
  Score: Raw -7474604.150485 + Penalty 3636.274822 = -7470967.875663
  nChanged 5
		SP:Iteration 50Q (52972.780000 sec): 3 clusters
  Score: Raw -7474605.373206 + Penalty 3636.274822 = -7470969.098384
  nChanged 5
		SP:Iteration 51Q (52973.280000 sec): 3 clusters
  Score: Raw -7474606.711957 + Penalty 3636.274822 = -7470970.437135
  nChanged 6
		SP:Iteration 52Q (52973.810000 sec): 3 clusters
  Score: Raw -7474608.441978 + Penalty 3636.274822 = -7470972.167156
  nChanged 5
		SP:Iteration 53Q (52974.370000 sec): 3 clusters
  Score: Raw -7474609.972950 + Penalty 3636.274822 = -7470973.698128
  nChanged 6
		SP:Iteration 54Q (52974.960000 sec): 3 clusters
  Score: Raw -7474611.596674 + Penalty 3636.274822 = -7470975.321852
  nChanged 5
		SP:Iteration 55Q (52975.560000 sec): 3 clusters
  Score: Raw -7474613.521145 + Penalty 3636.274822 = -7470977.246323
  nChanged 5
		SP:Iteration 56Q (52976.060000 sec): 3 clusters
  Score: Raw -7474614.648429 + Penalty 3636.274822 = -7470978.373607
  nChanged 2
		SP:Iteration 57Q (52976.570000 sec): 3 clusters
  Score: Raw -7474615.046654 + Penalty 3636.274822 = -7470978.771832
  nChanged 1
		SP:Iteration 58Q (52977.070000 sec): 3 clusters
  Score: Raw -7474615.455453 + Penalty 3636.274822 = -7470979.180631
  nChanged 1
		SP:Iteration 59Q (52977.620000 sec): 3 clusters
  Score: Raw -7474615.574616 + Penalty 3636.274822 = -7470979.299794
  nChanged 1
		SP:Iteration 60F (52978.150000 sec): 3 clusters
  Score: Raw -7474616.222540 + Penalty 3636.274822 = -7470979.947718
  nChanged 1
		SP:Iteration 61Q (52978.590000 sec): 3 clusters
  Score: Raw -7474616.760183 + Penalty 3636.274822 = -7470980.485361
  nChanged 1
		SP:Iteration 62Q (52979.070000 sec): 3 clusters
  Score: Raw -7474617.467221 + Penalty 3636.274822 = -7470981.192399
  nChanged 4
		SP:Iteration 63Q (52979.580000 sec): 3 clusters
  Score: Raw -7474619.204374 + Penalty 3636.274822 = -7470982.929553
  nChanged 7
		SP:Iteration 64Q (52980.070000 sec): 3 clusters
  Score: Raw -7474621.455455 + Penalty 3636.274822 = -7470985.180633
  nChanged 3
		SP:Iteration 65Q (52980.610000 sec): 3 clusters
  Score: Raw -7474622.811086 + Penalty 3636.274822 = -7470986.536264
  nChanged 6
		SP:Iteration 66Q (52981.150000 sec): 3 clusters
  Score: Raw -7474624.689893 + Penalty 3636.274822 = -7470988.415071
  nChanged 5
		SP:Iteration 67Q (52981.670000 sec): 3 clusters
  Score: Raw -7474626.220409 + Penalty 3636.274822 = -7470989.945587
  nChanged 4
		SP:Iteration 68Q (52982.230000 sec): 3 clusters
  Score: Raw -7474627.580839 + Penalty 3636.274822 = -7470991.306017
  nChanged 1
		SP:Iteration 69Q (52982.780000 sec): 3 clusters
  Score: Raw -7474627.981943 + Penalty 3636.274822 = -7470991.707121
  nChanged 3
		SP:Iteration 70Q (52983.320000 sec): 3 clusters
  Score: Raw -7474629.384608 + Penalty 3636.274822 = -7470993.109786
  nChanged 6
		SP:Iteration 71Q (52983.840000 sec): 3 clusters
  Score: Raw -7474631.623122 + Penalty 3636.274822 = -7470995.348300
  nChanged 4
		SP:Iteration 72Q (52984.400000 sec): 3 clusters
  Score: Raw -7474632.915515 + Penalty 3636.274822 = -7470996.640694
  nChanged 3
		SP:Iteration 73Q (52984.950000 sec): 3 clusters
  Score: Raw -7474634.143002 + Penalty 3636.274822 = -7470997.868181
  nChanged 2
		SP:Iteration 74Q (52985.480000 sec): 3 clusters
  Score: Raw -7474635.082072 + Penalty 3636.274822 = -7470998.807250
  nChanged 4
		SP:Iteration 75Q (52986.010000 sec): 3 clusters
  Score: Raw -7474636.189009 + Penalty 3636.274822 = -7470999.914187
  nChanged 5
		SP:Iteration 76Q (52986.580000 sec): 3 clusters
  Score: Raw -7474637.697280 + Penalty 3636.274822 = -7471001.422458
  nChanged 5
		SP:Iteration 77Q (52987.120000 sec): 3 clusters
  Score: Raw -7474638.984424 + Penalty 3636.274822 = -7471002.709602
  nChanged 4
		SP:Iteration 78Q (52987.600000 sec): 3 clusters
  Score: Raw -7474640.237813 + Penalty 3636.274822 = -7471003.962991
  nChanged 4
		SP:Iteration 79Q (52988.080000 sec): 3 clusters
  Score: Raw -7474641.423677 + Penalty 3636.274822 = -7471005.148856
  nChanged 3
		SP:Iteration 80F (52988.600000 sec): 3 clusters
  Score: Raw -7474642.207406 + Penalty 3636.274822 = -7471005.932584
  nChanged 1
		SP:Iteration 81Q (52989.080000 sec): 3 clusters
  Score: Raw -7474642.483820 + Penalty 3636.274822 = -7471006.208998
  nChanged 1
		SP:Iteration 82Q (52989.590000 sec): 3 clusters
  Score: Raw -7474642.936457 + Penalty 3636.274822 = -7471006.661635
  nChanged 0
		SP:Iteration 83F (52990.190000 sec): 3 clusters
  Score: Raw -7474642.936457 + Penalty 3636.274822 = -7471006.661635
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52990.390000 sec): 2 clusters
  Score: Raw -1996640.154614 + Penalty 1600.012234 = -1995040.142380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52990.690000 sec): 3 clusters
  Score: Raw -1985248.094068 + Penalty 3200.024468 = -1982048.069600
  nChanged 8619
		SP:Iteration 1F (52990.970000 sec): 3 clusters
  Score: Raw -1990065.943262 + Penalty 3200.024468 = -1986865.918794
  nChanged 1046
		SP:Iteration 2F (52991.260000 sec): 3 clusters
  Score: Raw -1990498.897279 + Penalty 3200.024468 = -1987298.872810
  nChanged 954
		SP:Iteration 3F (52991.550000 sec): 3 clusters
  Score: Raw -1990907.729664 + Penalty 3200.024468 = -1987707.705195
  nChanged 919
		SP:Iteration 4Q (52991.870000 sec): 3 clusters
  Score: Raw -1991268.996231 + Penalty 3200.024468 = -1988068.971762
  nChanged 834
		SP:Iteration 5Q (52992.220000 sec): 3 clusters
  Score: Raw -1991629.384236 + Penalty 3200.024468 = -1988429.359768
  nChanged 880
		SP:Iteration 6Q (52992.600000 sec): 3 clusters
  Score: Raw -1992029.568940 + Penalty 3200.024468 = -1988829.544472
  nChanged 913
		SP:Iteration 7Q (52992.880000 sec): 3 clusters
  Score: Raw -1992444.128709 + Penalty 3200.024468 = -1989244.104241
  nChanged 872
		SP:Iteration 8Q (52993.210000 sec): 3 clusters
  Score: Raw -1992814.628635 + Penalty 3200.024468 = -1989614.604167
  nChanged 817
		SP:Iteration 9Q (52993.530000 sec): 3 clusters
  Score: Raw -1993148.313267 + Penalty 3200.024468 = -1989948.288798
  nChanged 726
		SP:Iteration 10Q (52993.850000 sec): 3 clusters
  Score: Raw -1993416.904796 + Penalty 3200.024468 = -1990216.880328
  nChanged 652
		SP:Iteration 11Q (52994.150000 sec): 3 clusters
  Score: Raw -1993642.928426 + Penalty 3200.024468 = -1990442.903958
  nChanged 534
		SP:Iteration 12Q (52994.440000 sec): 3 clusters
  Score: Raw -1993805.873054 + Penalty 3200.024468 = -1990605.848585
  nChanged 439
		SP:Iteration 13Q (52994.810000 sec): 3 clusters
  Score: Raw -1993912.538083 + Penalty 3200.024468 = -1990712.513615
  nChanged 343
		SP:Iteration 14Q (52995.110000 sec): 3 clusters
  Score: Raw -1993987.130549 + Penalty 3200.024468 = -1990787.106081
  nChanged 245
		SP:Iteration 15Q (52995.530000 sec): 3 clusters
  Score: Raw -1994030.545211 + Penalty 3200.024468 = -1990830.520742
  nChanged 185
		SP:Iteration 16Q (52995.810000 sec): 3 clusters
  Score: Raw -1994059.804442 + Penalty 3200.024468 = -1990859.779974
  nChanged 150
		SP:Iteration 17Q (52996.160000 sec): 3 clusters
  Score: Raw -1994080.041323 + Penalty 3200.024468 = -1990880.016854
  nChanged 130
		SP:Iteration 18Q (52996.490000 sec): 3 clusters
  Score: Raw -1994097.986976 + Penalty 3200.024468 = -1990897.962508
  nChanged 110
		SP:Iteration 19Q (52996.830000 sec): 3 clusters
  Score: Raw -1994111.309441 + Penalty 3200.024468 = -1990911.284973
  nChanged 109
		SP:Iteration 20F (52997.100000 sec): 3 clusters
  Score: Raw -1994125.566160 + Penalty 3200.024468 = -1990925.541691
  nChanged 107
		SP:Iteration 21Q (52997.400000 sec): 3 clusters
  Score: Raw -1994138.259236 + Penalty 3200.024468 = -1990938.234767
  nChanged 92
		SP:Iteration 22Q (52997.710000 sec): 3 clusters
  Score: Raw -1994150.460574 + Penalty 3200.024468 = -1990950.436105
  nChanged 111
		SP:Iteration 23Q (52998.010000 sec): 3 clusters
  Score: Raw -1994164.979312 + Penalty 3200.024468 = -1990964.954843
  nChanged 104
		SP:Iteration 24Q (52998.290000 sec): 3 clusters
  Score: Raw -1994180.391734 + Penalty 3200.024468 = -1990980.367266
  nChanged 114
		SP:Iteration 25Q (52998.580000 sec): 3 clusters
  Score: Raw -1994199.124110 + Penalty 3200.024468 = -1990999.099642
  nChanged 123
		SP:Iteration 26Q (52998.900000 sec): 3 clusters
  Score: Raw -1994221.070393 + Penalty 3200.024468 = -1991021.045924
  nChanged 145
		SP:Iteration 27Q (52999.200000 sec): 3 clusters
  Score: Raw -1994244.552146 + Penalty 3200.024468 = -1991044.527678
  nChanged 154
		SP:Iteration 28Q (52999.550000 sec): 3 clusters
  Score: Raw -1994272.202957 + Penalty 3200.024468 = -1991072.178488
  nChanged 164
		SP:Iteration 29Q (52999.880000 sec): 3 clusters
  Score: Raw -1994303.295471 + Penalty 3200.024468 = -1991103.271003
  nChanged 178
		SP:Iteration 30Q (53000.150000 sec): 3 clusters
  Score: Raw -1994339.405498 + Penalty 3200.024468 = -1991139.381029
  nChanged 175
		SP:Iteration 31Q (53000.410000 sec): 3 clusters
  Score: Raw -1994376.528676 + Penalty 3200.024468 = -1991176.504208
  nChanged 188
		SP:Iteration 32Q (53000.710000 sec): 3 clusters
  Score: Raw -1994421.361736 + Penalty 3200.024468 = -1991221.337267
  nChanged 223
		SP:Iteration 33Q (53000.980000 sec): 3 clusters
  Score: Raw -1994475.351993 + Penalty 3200.024468 = -1991275.327525
  nChanged 225
		SP:Iteration 34Q (53001.300000 sec): 3 clusters
  Score: Raw -1994532.752534 + Penalty 3200.024468 = -1991332.728066
  nChanged 243
		SP:Iteration 35Q (53001.640000 sec): 3 clusters
  Score: Raw -1994598.704225 + Penalty 3200.024468 = -1991398.679757
  nChanged 243
		SP:Iteration 36Q (53001.940000 sec): 3 clusters
  Score: Raw -1994677.318264 + Penalty 3200.024468 = -1991477.293795
  nChanged 267
		SP:Iteration 37Q (53002.280000 sec): 3 clusters
  Score: Raw -1994765.512447 + Penalty 3200.024468 = -1991565.487978
  nChanged 288
		SP:Iteration 38Q (53002.600000 sec): 3 clusters
  Score: Raw -1994876.024987 + Penalty 3200.024468 = -1991676.000519
  nChanged 344
		SP:Iteration 39Q (53002.930000 sec): 3 clusters
  Score: Raw -1995038.098109 + Penalty 3200.024468 = -1991838.073641
  nChanged 357
		SP:Iteration 40F (53003.210000 sec): 3 clusters
  Score: Raw -1995248.367808 + Penalty 3200.024468 = -1992048.343339
  nChanged 385
		SP:Iteration 41Q (53003.510000 sec): 3 clusters
  Score: Raw -1995522.964700 + Penalty 3200.024468 = -1992322.940231
  nChanged 346
		SP:Iteration 42Q (53003.820000 sec): 3 clusters
  Score: Raw -1995810.282843 + Penalty 3200.024468 = -1992610.258374
  nChanged 295
		SP:Iteration 43Q (53004.090000 sec): 3 clusters
  Score: Raw -1996077.465504 + Penalty 3200.024468 = -1992877.441035
  nChanged 252
		SP:Iteration 44Q (53004.340000 sec): 3 clusters
  Score: Raw -1996289.335877 + Penalty 3200.024468 = -1993089.311408
  nChanged 207
		SP:Iteration 45Q (53004.590000 sec): 3 clusters
  Score: Raw -1996424.364777 + Penalty 3200.024468 = -1993224.340308
  nChanged 152
		SP:Iteration 46Q (53004.920000 sec): 3 clusters
  Score: Raw -1996506.662186 + Penalty 3200.024468 = -1993306.637718
  nChanged 124
		SP:Iteration 47Q (53005.170000 sec): 3 clusters
  Score: Raw -1996569.975042 + Penalty 3200.024468 = -1993369.950574
  nChanged 122
		SP:Iteration 48Q (53005.490000 sec): 3 clusters
  Score: Raw -1996634.240178 + Penalty 3200.024468 = -1993434.215710
  nChanged 123
		SP:Iteration 49Q (53005.740000 sec): 3 clusters
  Score: Raw -1996704.415314 + Penalty 3200.024468 = -1993504.390846
  nChanged 109
		SP:Iteration 50Q (53006.030000 sec): 3 clusters
  Score: Raw -1996758.762473 + Penalty 3200.024468 = -1993558.738005
  nChanged 82
		SP:Iteration 51Q (53006.280000 sec): 3 clusters
  Score: Raw -1996800.031836 + Penalty 3200.024468 = -1993600.007368
  nChanged 68
		SP:Iteration 52Q (53006.520000 sec): 3 clusters
  Score: Raw -1996830.542121 + Penalty 3200.024468 = -1993630.517652
  nChanged 54
		SP:Iteration 53Q (53006.750000 sec): 3 clusters
  Score: Raw -1996856.323715 + Penalty 3200.024468 = -1993656.299246
  nChanged 39
		SP:Iteration 54Q (53007.010000 sec): 3 clusters
  Score: Raw -1996871.096082 + Penalty 3200.024468 = -1993671.071614
  nChanged 30
		SP:Iteration 55Q (53007.300000 sec): 3 clusters
  Score: Raw -1996880.779341 + Penalty 3200.024468 = -1993680.754873
  nChanged 18
		SP:Iteration 56Q (53007.570000 sec): 3 clusters
  Score: Raw -1996887.391699 + Penalty 3200.024468 = -1993687.367231
  nChanged 15
		SP:Iteration 57Q (53007.810000 sec): 3 clusters
  Score: Raw -1996892.055470 + Penalty 3200.024468 = -1993692.031002
  nChanged 10
		SP:Iteration 58Q (53008.070000 sec): 3 clusters
  Score: Raw -1996894.848470 + Penalty 3200.024468 = -1993694.824001
  nChanged 8
		SP:Iteration 59Q (53008.390000 sec): 3 clusters
  Score: Raw -1996899.460217 + Penalty 3200.024468 = -1993699.435748
  nChanged 9
		SP:Iteration 60F (53008.670000 sec): 3 clusters
  Score: Raw -1996903.318560 + Penalty 3200.024468 = -1993703.294091
  nChanged 9
		SP:Iteration 61Q (53008.930000 sec): 3 clusters
  Score: Raw -1996906.847392 + Penalty 3200.024468 = -1993706.822923
  nChanged 9
		SP:Iteration 62Q (53009.210000 sec): 3 clusters
  Score: Raw -1996909.632217 + Penalty 3200.024468 = -1993709.607749
  nChanged 11
		SP:Iteration 63Q (53009.490000 sec): 3 clusters
  Score: Raw -1996912.248759 + Penalty 3200.024468 = -1993712.224291
  nChanged 8
		SP:Iteration 64Q (53009.770000 sec): 3 clusters
  Score: Raw -1996914.877353 + Penalty 3200.024468 = -1993714.852885
  nChanged 5
		SP:Iteration 65Q (53010.060000 sec): 3 clusters
  Score: Raw -1996916.434488 + Penalty 3200.024468 = -1993716.410020
  nChanged 6
		SP:Iteration 66Q (53010.320000 sec): 3 clusters
  Score: Raw -1996919.267950 + Penalty 3200.024468 = -1993719.243481
  nChanged 5
		SP:Iteration 67Q (53010.580000 sec): 3 clusters
  Score: Raw -1996920.539614 + Penalty 3200.024468 = -1993720.515145
  nChanged 3
		SP:Iteration 68Q (53010.830000 sec): 3 clusters
  Score: Raw -1996921.530077 + Penalty 3200.024468 = -1993721.505609
  nChanged 4
		SP:Iteration 69Q (53011.140000 sec): 3 clusters
  Score: Raw -1996922.750838 + Penalty 3200.024468 = -1993722.726370
  nChanged 4
		SP:Iteration 70Q (53011.410000 sec): 3 clusters
  Score: Raw -1996924.393687 + Penalty 3200.024468 = -1993724.369218
  nChanged 5
		SP:Iteration 71Q (53011.720000 sec): 3 clusters
  Score: Raw -1996925.625762 + Penalty 3200.024468 = -1993725.601293
  nChanged 5
		SP:Iteration 72Q (53011.990000 sec): 3 clusters
  Score: Raw -1996926.877282 + Penalty 3200.024468 = -1993726.852814
  nChanged 2
		SP:Iteration 73Q (53012.280000 sec): 3 clusters
  Score: Raw -1996927.288451 + Penalty 3200.024468 = -1993727.263982
  nChanged 0
		SP:Iteration 74F (53012.550000 sec): 3 clusters
  Score: Raw -1996927.288451 + Penalty 3200.024468 = -1993727.263982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53012.910000 sec): 2 clusters
  Score: Raw -4068089.758478 + Penalty 1727.484488 = -4066362.273989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53013.360000 sec): 3 clusters
  Score: Raw -4042112.423024 + Penalty 3454.968977 = -4038657.454047
  nChanged 19218
		SP:Iteration 1F (53013.840000 sec): 3 clusters
  Score: Raw -4053178.889403 + Penalty 3454.968977 = -4049723.920427
  nChanged 2136
		SP:Iteration 2F (53014.330000 sec): 3 clusters
  Score: Raw -4054102.361369 + Penalty 3454.968977 = -4050647.392392
  nChanged 2271
		SP:Iteration 3F (53014.810000 sec): 3 clusters
  Score: Raw -4055186.001846 + Penalty 3454.968977 = -4051731.032869
  nChanged 2396
		SP:Iteration 4F (53015.190000 sec): 3 clusters
  Score: Raw -4056395.812315 + Penalty 3454.968977 = -4052940.843338
  nChanged 2328
		SP:Iteration 5F (53015.600000 sec): 3 clusters
  Score: Raw -4057612.912902 + Penalty 3454.968977 = -4054157.943925
  nChanged 2247
		SP:Iteration 6F (53016.000000 sec): 3 clusters
  Score: Raw -4058670.977475 + Penalty 3454.968977 = -4055216.008498
  nChanged 1935
		SP:Iteration 7Q (53016.380000 sec): 3 clusters
  Score: Raw -4059501.137295 + Penalty 3454.968977 = -4056046.168318
  nChanged 1637
		SP:Iteration 8Q (53016.860000 sec): 3 clusters
  Score: Raw -4060196.041982 + Penalty 3454.968977 = -4056741.073005
  nChanged 1523
		SP:Iteration 9Q (53017.260000 sec): 3 clusters
  Score: Raw -4060860.925614 + Penalty 3454.968977 = -4057405.956637
  nChanged 1396
		SP:Iteration 10Q (53017.700000 sec): 3 clusters
  Score: Raw -4061497.698865 + Penalty 3454.968977 = -4058042.729888
  nChanged 1276
		SP:Iteration 11Q (53018.150000 sec): 3 clusters
  Score: Raw -4062033.861451 + Penalty 3454.968977 = -4058578.892474
  nChanged 1012
		SP:Iteration 12Q (53018.550000 sec): 3 clusters
  Score: Raw -4062365.068970 + Penalty 3454.968977 = -4058910.099993
  nChanged 767
		SP:Iteration 13Q (53019.050000 sec): 3 clusters
  Score: Raw -4062573.970177 + Penalty 3454.968977 = -4059119.001200
  nChanged 640
		SP:Iteration 14Q (53019.530000 sec): 3 clusters
  Score: Raw -4062733.903444 + Penalty 3454.968977 = -4059278.934467
  nChanged 576
		SP:Iteration 15Q (53020.000000 sec): 3 clusters
  Score: Raw -4062868.601811 + Penalty 3454.968977 = -4059413.632834
  nChanged 507
		SP:Iteration 16Q (53020.390000 sec): 3 clusters
  Score: Raw -4062983.202020 + Penalty 3454.968977 = -4059528.233043
  nChanged 495
		SP:Iteration 17Q (53020.790000 sec): 3 clusters
  Score: Raw -4063096.504722 + Penalty 3454.968977 = -4059641.535745
  nChanged 505
		SP:Iteration 18Q (53021.240000 sec): 3 clusters
  Score: Raw -4063224.730293 + Penalty 3454.968977 = -4059769.761316
  nChanged 523
		SP:Iteration 19Q (53021.630000 sec): 3 clusters
  Score: Raw -4063350.826318 + Penalty 3454.968977 = -4059895.857341
  nChanged 488
		SP:Iteration 20F (53022.000000 sec): 3 clusters
  Score: Raw -4063467.330616 + Penalty 3454.968977 = -4060012.361639
  nChanged 509
		SP:Iteration 21Q (53022.410000 sec): 3 clusters
  Score: Raw -4063593.268969 + Penalty 3454.968977 = -4060138.299992
  nChanged 527
		SP:Iteration 22Q (53022.800000 sec): 3 clusters
  Score: Raw -4063728.386324 + Penalty 3454.968977 = -4060273.417347
  nChanged 540
		SP:Iteration 23Q (53023.180000 sec): 3 clusters
  Score: Raw -4063887.620623 + Penalty 3454.968977 = -4060432.651646
  nChanged 597
		SP:Iteration 24Q (53023.640000 sec): 3 clusters
  Score: Raw -4064062.409565 + Penalty 3454.968977 = -4060607.440588
  nChanged 573
		SP:Iteration 25Q (53024.070000 sec): 3 clusters
  Score: Raw -4064238.893103 + Penalty 3454.968977 = -4060783.924126
  nChanged 595
		SP:Iteration 26Q (53024.520000 sec): 3 clusters
  Score: Raw -4064430.843044 + Penalty 3454.968977 = -4060975.874067
  nChanged 619
		SP:Iteration 27Q (53024.940000 sec): 3 clusters
  Score: Raw -4064636.272546 + Penalty 3454.968977 = -4061181.303569
  nChanged 618
		SP:Iteration 28Q (53025.400000 sec): 3 clusters
  Score: Raw -4064842.798435 + Penalty 3454.968977 = -4061387.829458
  nChanged 593
		SP:Iteration 29Q (53025.800000 sec): 3 clusters
  Score: Raw -4065051.362388 + Penalty 3454.968977 = -4061596.393411
  nChanged 612
		SP:Iteration 30Q (53026.240000 sec): 3 clusters
  Score: Raw -4065276.432438 + Penalty 3454.968977 = -4061821.463461
  nChanged 680
		SP:Iteration 31Q (53026.680000 sec): 3 clusters
  Score: Raw -4065556.124080 + Penalty 3454.968977 = -4062101.155103
  nChanged 673
		SP:Iteration 32Q (53027.050000 sec): 3 clusters
  Score: Raw -4065840.053230 + Penalty 3454.968977 = -4062385.084253
  nChanged 624
		SP:Iteration 33Q (53027.470000 sec): 3 clusters
  Score: Raw -4066117.503292 + Penalty 3454.968977 = -4062662.534315
  nChanged 650
		SP:Iteration 34Q (53027.850000 sec): 3 clusters
  Score: Raw -4066434.221737 + Penalty 3454.968977 = -4062979.252760
  nChanged 624
		SP:Iteration 35Q (53028.220000 sec): 3 clusters
  Score: Raw -4066744.146313 + Penalty 3454.968977 = -4063289.177336
  nChanged 558
		SP:Iteration 36Q (53028.590000 sec): 3 clusters
  Score: Raw -4067020.097497 + Penalty 3454.968977 = -4063565.128520
  nChanged 504
		SP:Iteration 37Q (53029.000000 sec): 3 clusters
  Score: Raw -4067262.918975 + Penalty 3454.968977 = -4063807.949998
  nChanged 461
		SP:Iteration 38Q (53029.360000 sec): 3 clusters
  Score: Raw -4067468.413686 + Penalty 3454.968977 = -4064013.444709
  nChanged 401
		SP:Iteration 39Q (53029.820000 sec): 3 clusters
  Score: Raw -4067626.799304 + Penalty 3454.968977 = -4064171.830328
  nChanged 332
		SP:Iteration 40F (53030.230000 sec): 3 clusters
  Score: Raw -4067744.087597 + Penalty 3454.968977 = -4064289.118620
  nChanged 305
		SP:Iteration 41Q (53030.660000 sec): 3 clusters
  Score: Raw -4067841.783638 + Penalty 3454.968977 = -4064386.814661
  nChanged 282
		SP:Iteration 42Q (53031.080000 sec): 3 clusters
  Score: Raw -4067928.534627 + Penalty 3454.968977 = -4064473.565650
  nChanged 272
		SP:Iteration 43Q (53031.510000 sec): 3 clusters
  Score: Raw -4068006.649858 + Penalty 3454.968977 = -4064551.680881
  nChanged 234
		SP:Iteration 44Q (53031.940000 sec): 3 clusters
  Score: Raw -4068069.122368 + Penalty 3454.968977 = -4064614.153391
  nChanged 207
		SP:Iteration 45Q (53032.360000 sec): 3 clusters
  Score: Raw -4068129.893576 + Penalty 3454.968977 = -4064674.924599
  nChanged 215
		SP:Iteration 46Q (53032.790000 sec): 3 clusters
  Score: Raw -4068197.404552 + Penalty 3454.968977 = -4064742.435575
  nChanged 231
		SP:Iteration 47Q (53033.230000 sec): 3 clusters
  Score: Raw -4068264.250230 + Penalty 3454.968977 = -4064809.281253
  nChanged 193
		SP:Iteration 48Q (53033.660000 sec): 3 clusters
  Score: Raw -4068325.895413 + Penalty 3454.968977 = -4064870.926436
  nChanged 194
		SP:Iteration 49Q (53034.130000 sec): 3 clusters
  Score: Raw -4068388.889177 + Penalty 3454.968977 = -4064933.920200
  nChanged 203
		SP:Iteration 50Q (53034.530000 sec): 3 clusters
  Score: Raw -4068460.498328 + Penalty 3454.968977 = -4065005.529351
  nChanged 172
		SP:Iteration 51Q (53034.940000 sec): 3 clusters
  Score: Raw -4068514.408596 + Penalty 3454.968977 = -4065059.439619
  nChanged 151
		SP:Iteration 52Q (53035.340000 sec): 3 clusters
  Score: Raw -4068560.137678 + Penalty 3454.968977 = -4065105.168701
  nChanged 155
		SP:Iteration 53Q (53035.760000 sec): 3 clusters
  Score: Raw -4068613.052430 + Penalty 3454.968977 = -4065158.083453
  nChanged 141
		SP:Iteration 54Q (53036.140000 sec): 3 clusters
  Score: Raw -4068662.835410 + Penalty 3454.968977 = -4065207.866433
  nChanged 119
		SP:Iteration 55Q (53036.520000 sec): 3 clusters
  Score: Raw -4068703.388401 + Penalty 3454.968977 = -4065248.419424
  nChanged 104
		SP:Iteration 56Q (53036.980000 sec): 3 clusters
  Score: Raw -4068737.736408 + Penalty 3454.968977 = -4065282.767431
  nChanged 100
		SP:Iteration 57Q (53037.360000 sec): 3 clusters
  Score: Raw -4068768.760733 + Penalty 3454.968977 = -4065313.791756
  nChanged 84
		SP:Iteration 58Q (53037.780000 sec): 3 clusters
  Score: Raw -4068792.238942 + Penalty 3454.968977 = -4065337.269965
  nChanged 57
		SP:Iteration 59Q (53038.180000 sec): 3 clusters
  Score: Raw -4068805.216144 + Penalty 3454.968977 = -4065350.247167
  nChanged 34
		SP:Iteration 60F (53038.610000 sec): 3 clusters
  Score: Raw -4068812.655185 + Penalty 3454.968977 = -4065357.686208
  nChanged 30
		SP:Iteration 61Q (53039.040000 sec): 3 clusters
  Score: Raw -4068819.137048 + Penalty 3454.968977 = -4065364.168071
  nChanged 28
		SP:Iteration 62Q (53039.380000 sec): 3 clusters
  Score: Raw -4068826.801081 + Penalty 3454.968977 = -4065371.832104
  nChanged 31
		SP:Iteration 63Q (53039.840000 sec): 3 clusters
  Score: Raw -4068833.391657 + Penalty 3454.968977 = -4065378.422680
  nChanged 24
		SP:Iteration 64Q (53040.200000 sec): 3 clusters
  Score: Raw -4068839.033128 + Penalty 3454.968977 = -4065384.064151
  nChanged 22
		SP:Iteration 65Q (53040.610000 sec): 3 clusters
  Score: Raw -4068843.985813 + Penalty 3454.968977 = -4065389.016836
  nChanged 18
		SP:Iteration 66Q (53040.990000 sec): 3 clusters
  Score: Raw -4068847.439135 + Penalty 3454.968977 = -4065392.470158
  nChanged 15
		SP:Iteration 67Q (53041.400000 sec): 3 clusters
  Score: Raw -4068849.438441 + Penalty 3454.968977 = -4065394.469464
  nChanged 8
		SP:Iteration 68Q (53041.810000 sec): 3 clusters
  Score: Raw -4068850.584396 + Penalty 3454.968977 = -4065395.615419
  nChanged 7
		SP:Iteration 69Q (53042.240000 sec): 3 clusters
  Score: Raw -4068851.710381 + Penalty 3454.968977 = -4065396.741404
  nChanged 2
		SP:Iteration 70Q (53042.680000 sec): 3 clusters
  Score: Raw -4068851.987907 + Penalty 3454.968977 = -4065397.018930
  nChanged 3
		SP:Iteration 71Q (53043.080000 sec): 3 clusters
  Score: Raw -4068852.535671 + Penalty 3454.968977 = -4065397.566694
  nChanged 4
		SP:Iteration 72Q (53043.460000 sec): 3 clusters
  Score: Raw -4068853.206288 + Penalty 3454.968977 = -4065398.237311
  nChanged 5
		SP:Iteration 73Q (53043.850000 sec): 3 clusters
  Score: Raw -4068853.932281 + Penalty 3454.968977 = -4065398.963304
  nChanged 4
		SP:Iteration 74Q (53044.240000 sec): 3 clusters
  Score: Raw -4068854.726421 + Penalty 3454.968977 = -4065399.757444
  nChanged 5
		SP:Iteration 75Q (53044.660000 sec): 3 clusters
  Score: Raw -4068855.712719 + Penalty 3454.968977 = -4065400.743742
  nChanged 10
		SP:Iteration 76Q (53045.050000 sec): 3 clusters
  Score: Raw -4068857.315410 + Penalty 3454.968977 = -4065402.346433
  nChanged 5
		SP:Iteration 77Q (53045.430000 sec): 3 clusters
  Score: Raw -4068858.466966 + Penalty 3454.968977 = -4065403.497989
  nChanged 9
		SP:Iteration 78Q (53045.860000 sec): 3 clusters
  Score: Raw -4068860.434462 + Penalty 3454.968977 = -4065405.465485
  nChanged 7
		SP:Iteration 79Q (53046.300000 sec): 3 clusters
  Score: Raw -4068861.635158 + Penalty 3454.968977 = -4065406.666181
  nChanged 5
		SP:Iteration 80F (53046.700000 sec): 3 clusters
  Score: Raw -4068862.271584 + Penalty 3454.968977 = -4065407.302607
  nChanged 5
		SP:Iteration 81Q (53047.140000 sec): 3 clusters
  Score: Raw -4068863.800415 + Penalty 3454.968977 = -4065408.831438
  nChanged 7
		SP:Iteration 82Q (53047.540000 sec): 3 clusters
  Score: Raw -4068865.180255 + Penalty 3454.968977 = -4065410.211278
  nChanged 8
		SP:Iteration 83Q (53047.940000 sec): 3 clusters
  Score: Raw -4068866.378687 + Penalty 3454.968977 = -4065411.409710
  nChanged 9
		SP:Iteration 84Q (53048.390000 sec): 3 clusters
  Score: Raw -4068867.771814 + Penalty 3454.968977 = -4065412.802837
  nChanged 8
		SP:Iteration 85Q (53048.850000 sec): 3 clusters
  Score: Raw -4068869.379956 + Penalty 3454.968977 = -4065414.410979
  nChanged 10
		SP:Iteration 86Q (53049.280000 sec): 3 clusters
  Score: Raw -4068871.510105 + Penalty 3454.968977 = -4065416.541128
  nChanged 10
		SP:Iteration 87Q (53049.730000 sec): 3 clusters
  Score: Raw -4068873.259976 + Penalty 3454.968977 = -4065418.290999
  nChanged 9
		SP:Iteration 88Q (53050.100000 sec): 3 clusters
  Score: Raw -4068874.657961 + Penalty 3454.968977 = -4065419.688984
  nChanged 9
		SP:Iteration 89Q (53050.500000 sec): 3 clusters
  Score: Raw -4068876.648929 + Penalty 3454.968977 = -4065421.679952
  nChanged 12
		SP:Iteration 90Q (53050.900000 sec): 3 clusters
  Score: Raw -4068878.953090 + Penalty 3454.968977 = -4065423.984113
  nChanged 12
		SP:Iteration 91Q (53051.280000 sec): 3 clusters
  Score: Raw -4068882.258632 + Penalty 3454.968977 = -4065427.289655
  nChanged 9
		SP:Iteration 92Q (53051.710000 sec): 3 clusters
  Score: Raw -4068884.054942 + Penalty 3454.968977 = -4065429.085965
  nChanged 10
		SP:Iteration 93Q (53052.080000 sec): 3 clusters
  Score: Raw -4068886.179983 + Penalty 3454.968977 = -4065431.211006
  nChanged 10
		SP:Iteration 94Q (53052.460000 sec): 3 clusters
  Score: Raw -4068888.005986 + Penalty 3454.968977 = -4065433.037009
  nChanged 8
		SP:Iteration 95Q (53052.840000 sec): 3 clusters
  Score: Raw -4068889.720383 + Penalty 3454.968977 = -4065434.751406
  nChanged 8
		SP:Iteration 96Q (53053.230000 sec): 3 clusters
  Score: Raw -4068890.975181 + Penalty 3454.968977 = -4065436.006204
  nChanged 7
		SP:Iteration 97Q (53053.630000 sec): 3 clusters
  Score: Raw -4068892.557088 + Penalty 3454.968977 = -4065437.588111
  nChanged 9
		SP:Iteration 98Q (53054.000000 sec): 3 clusters
  Score: Raw -4068893.952405 + Penalty 3454.968977 = -4065438.983428
  nChanged 7
		SP:Iteration 99Q (53054.430000 sec): 3 clusters
  Score: Raw -4068895.407904 + Penalty 3454.968977 = -4065440.438928
  nChanged 10
		SP:Iteration 100F (53054.860000 sec): 3 clusters
  Score: Raw -4068897.015694 + Penalty 3454.968977 = -4065442.046717
  nChanged 5
		SP:Iteration 101Q (53055.180000 sec): 3 clusters
  Score: Raw -4068898.460796 + Penalty 3454.968977 = -4065443.491819
  nChanged 6
		SP:Iteration 102Q (53055.590000 sec): 3 clusters
  Score: Raw -4068899.941609 + Penalty 3454.968977 = -4065444.972632
  nChanged 8
		SP:Iteration 103Q (53056.000000 sec): 3 clusters
  Score: Raw -4068901.157206 + Penalty 3454.968977 = -4065446.188229
  nChanged 6
		SP:Iteration 104Q (53056.420000 sec): 3 clusters
  Score: Raw -4068902.384795 + Penalty 3454.968977 = -4065447.415818
  nChanged 3
		SP:Iteration 105Q (53056.890000 sec): 3 clusters
  Score: Raw -4068903.009692 + Penalty 3454.968977 = -4065448.040715
  nChanged 4
		SP:Iteration 106Q (53057.310000 sec): 3 clusters
  Score: Raw -4068903.647175 + Penalty 3454.968977 = -4065448.678198
  nChanged 1
		SP:Iteration 107Q (53057.780000 sec): 3 clusters
  Score: Raw -4068903.782347 + Penalty 3454.968977 = -4065448.813370
  nChanged 2
		SP:Iteration 108Q (53058.150000 sec): 3 clusters
  Score: Raw -4068904.007313 + Penalty 3454.968977 = -4065449.038336
  nChanged 0
		SP:Iteration 109F (53058.600000 sec): 3 clusters
  Score: Raw -4068904.007313 + Penalty 3454.968977 = -4065449.038336
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53058.760000 sec): 2 clusters
  Score: Raw -1594888.535774 + Penalty 1566.707720 = -1593321.828054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53059.110000 sec): 3 clusters
  Score: Raw -1585856.019061 + Penalty 3133.415440 = -1582722.603621
  nChanged 6781
		SP:Iteration 1F (53059.340000 sec): 3 clusters
  Score: Raw -1589591.206850 + Penalty 3133.415440 = -1586457.791410
  nChanged 906
		SP:Iteration 2F (53059.680000 sec): 3 clusters
  Score: Raw -1589997.694461 + Penalty 3133.415440 = -1586864.279021
  nChanged 812
		SP:Iteration 3F (53059.940000 sec): 3 clusters
  Score: Raw -1590377.868815 + Penalty 3133.415440 = -1587244.453375
  nChanged 766
		SP:Iteration 4Q (53060.260000 sec): 3 clusters
  Score: Raw -1590739.943377 + Penalty 3133.415440 = -1587606.527937
  nChanged 735
		SP:Iteration 5Q (53060.470000 sec): 3 clusters
  Score: Raw -1591094.933997 + Penalty 3133.415440 = -1587961.518557
  nChanged 694
		SP:Iteration 6Q (53060.730000 sec): 3 clusters
  Score: Raw -1591402.009340 + Penalty 3133.415440 = -1588268.593901
  nChanged 599
		SP:Iteration 7Q (53061.020000 sec): 3 clusters
  Score: Raw -1591640.996112 + Penalty 3133.415440 = -1588507.580672
  nChanged 577
		SP:Iteration 8Q (53061.260000 sec): 3 clusters
  Score: Raw -1591847.026301 + Penalty 3133.415440 = -1588713.610861
  nChanged 492
		SP:Iteration 9Q (53061.530000 sec): 3 clusters
  Score: Raw -1592009.634245 + Penalty 3133.415440 = -1588876.218805
  nChanged 458
		SP:Iteration 10Q (53061.820000 sec): 3 clusters
  Score: Raw -1592154.197509 + Penalty 3133.415440 = -1589020.782070
  nChanged 422
		SP:Iteration 11Q (53062.100000 sec): 3 clusters
  Score: Raw -1592286.893531 + Penalty 3133.415440 = -1589153.478092
  nChanged 369
		SP:Iteration 12Q (53062.440000 sec): 3 clusters
  Score: Raw -1592407.780226 + Penalty 3133.415440 = -1589274.364786
  nChanged 385
		SP:Iteration 13Q (53062.750000 sec): 3 clusters
  Score: Raw -1592529.805049 + Penalty 3133.415440 = -1589396.389609
  nChanged 381
		SP:Iteration 14Q (53063.020000 sec): 3 clusters
  Score: Raw -1592647.702720 + Penalty 3133.415440 = -1589514.287280
  nChanged 376
		SP:Iteration 15Q (53063.290000 sec): 3 clusters
  Score: Raw -1592774.580342 + Penalty 3133.415440 = -1589641.164902
  nChanged 409
		SP:Iteration 16Q (53063.560000 sec): 3 clusters
  Score: Raw -1592924.780655 + Penalty 3133.415440 = -1589791.365215
  nChanged 429
		SP:Iteration 17Q (53063.840000 sec): 3 clusters
  Score: Raw -1593091.997375 + Penalty 3133.415440 = -1589958.581935
  nChanged 417
		SP:Iteration 18Q (53064.100000 sec): 3 clusters
  Score: Raw -1593266.162500 + Penalty 3133.415440 = -1590132.747061
  nChanged 432
		SP:Iteration 19Q (53064.380000 sec): 3 clusters
  Score: Raw -1593457.535388 + Penalty 3133.415440 = -1590324.119948
  nChanged 409
		SP:Iteration 20F (53064.590000 sec): 3 clusters
  Score: Raw -1593673.100469 + Penalty 3133.415440 = -1590539.685029
  nChanged 439
		SP:Iteration 21Q (53064.860000 sec): 3 clusters
  Score: Raw -1593928.444454 + Penalty 3133.415440 = -1590795.029014
  nChanged 415
		SP:Iteration 22Q (53065.110000 sec): 3 clusters
  Score: Raw -1594199.461258 + Penalty 3133.415440 = -1591066.045818
  nChanged 337
		SP:Iteration 23Q (53065.450000 sec): 3 clusters
  Score: Raw -1594453.762478 + Penalty 3133.415440 = -1591320.347038
  nChanged 260
		SP:Iteration 24Q (53065.680000 sec): 3 clusters
  Score: Raw -1594640.379861 + Penalty 3133.415440 = -1591506.964422
  nChanged 185
		SP:Iteration 25Q (53065.930000 sec): 3 clusters
  Score: Raw -1594771.413041 + Penalty 3133.415440 = -1591637.997601
  nChanged 132
		SP:Iteration 26Q (53066.180000 sec): 3 clusters
  Score: Raw -1594847.525834 + Penalty 3133.415440 = -1591714.110394
  nChanged 92
		SP:Iteration 27Q (53066.470000 sec): 3 clusters
  Score: Raw -1594900.712603 + Penalty 3133.415440 = -1591767.297163
  nChanged 60
		SP:Iteration 28Q (53066.790000 sec): 3 clusters
  Score: Raw -1594940.545069 + Penalty 3133.415440 = -1591807.129629
  nChanged 53
		SP:Iteration 29Q (53067.040000 sec): 3 clusters
  Score: Raw -1594979.334735 + Penalty 3133.415440 = -1591845.919295
  nChanged 46
		SP:Iteration 30Q (53067.340000 sec): 3 clusters
  Score: Raw -1595009.650967 + Penalty 3133.415440 = -1591876.235527
  nChanged 33
		SP:Iteration 31Q (53067.620000 sec): 3 clusters
  Score: Raw -1595035.852574 + Penalty 3133.415440 = -1591902.437134
  nChanged 35
		SP:Iteration 32Q (53067.860000 sec): 3 clusters
  Score: Raw -1595060.507961 + Penalty 3133.415440 = -1591927.092521
  nChanged 24
		SP:Iteration 33Q (53068.080000 sec): 3 clusters
  Score: Raw -1595074.334929 + Penalty 3133.415440 = -1591940.919489
  nChanged 14
		SP:Iteration 34Q (53068.360000 sec): 3 clusters
  Score: Raw -1595083.919914 + Penalty 3133.415440 = -1591950.504474
  nChanged 4
		SP:Iteration 35Q (53068.620000 sec): 3 clusters
  Score: Raw -1595085.864150 + Penalty 3133.415440 = -1591952.448710
  nChanged 3
		SP:Iteration 36Q (53068.840000 sec): 3 clusters
  Score: Raw -1595086.893441 + Penalty 3133.415440 = -1591953.478002
  nChanged 3
		SP:Iteration 37Q (53069.170000 sec): 3 clusters
  Score: Raw -1595087.924415 + Penalty 3133.415440 = -1591954.508975
  nChanged 1
		SP:Iteration 38Q (53069.400000 sec): 3 clusters
  Score: Raw -1595088.183511 + Penalty 3133.415440 = -1591954.768071
  nChanged 4
		SP:Iteration 39Q (53069.680000 sec): 3 clusters
  Score: Raw -1595090.792149 + Penalty 3133.415440 = -1591957.376710
  nChanged 5
		SP:Iteration 40F (53069.960000 sec): 3 clusters
  Score: Raw -1595094.226161 + Penalty 3133.415440 = -1591960.810721
  nChanged 9
		SP:Iteration 41Q (53070.200000 sec): 3 clusters
  Score: Raw -1595098.739016 + Penalty 3133.415440 = -1591965.323577
  nChanged 0
		SP:Iteration 42F (53070.460000 sec): 3 clusters
  Score: Raw -1595098.739016 + Penalty 3133.415440 = -1591965.323577
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53070.800000 sec): 2 clusters
  Score: Raw -5339280.995479 + Penalty 1757.275265 = -5337523.720214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53071.250000 sec): 3 clusters
  Score: Raw -5307763.066825 + Penalty 3514.550530 = -5304248.516295
  nChanged 23358
		SP:Iteration 1F (53071.700000 sec): 3 clusters
  Score: Raw -5321159.440701 + Penalty 3514.550530 = -5317644.890171
  nChanged 2067
		SP:Iteration 2Q (53072.200000 sec): 3 clusters
  Score: Raw -5321873.238717 + Penalty 3514.550530 = -5318358.688187
  nChanged 2232
		SP:Iteration 3Q (53072.670000 sec): 3 clusters
  Score: Raw -5322867.795052 + Penalty 3514.550530 = -5319353.244521
  nChanged 2652
		SP:Iteration 4F (53073.050000 sec): 3 clusters
  Score: Raw -5324377.239698 + Penalty 3514.550530 = -5320862.689167
  nChanged 3083
		SP:Iteration 5F (53073.490000 sec): 3 clusters
  Score: Raw -5326513.743493 + Penalty 3514.550530 = -5322999.192963
  nChanged 3568
		SP:Iteration 6F (53073.950000 sec): 3 clusters
  Score: Raw -5329425.193935 + Penalty 3514.550530 = -5325910.643405
  nChanged 3737
		SP:Iteration 7F (53074.370000 sec): 3 clusters
  Score: Raw -5332798.751208 + Penalty 3514.550530 = -5329284.200678
  nChanged 3154
		SP:Iteration 8F (53074.860000 sec): 3 clusters
  Score: Raw -5335745.331804 + Penalty 3514.550530 = -5332230.781274
  nChanged 2089
		SP:Iteration 9Q (53075.230000 sec): 3 clusters
  Score: Raw -5337665.623926 + Penalty 3514.550530 = -5334151.073396
  nChanged 1106
		SP:Iteration 10Q (53075.670000 sec): 3 clusters
  Score: Raw -5338649.553555 + Penalty 3514.550530 = -5335135.003025
  nChanged 501
		SP:Iteration 11Q (53076.140000 sec): 3 clusters
  Score: Raw -5339059.484688 + Penalty 3514.550530 = -5335544.934158
  nChanged 237
		SP:Iteration 12Q (53076.570000 sec): 3 clusters
  Score: Raw -5339267.719540 + Penalty 3514.550530 = -5335753.169009
  nChanged 118
		SP:Iteration 13Q (53077.030000 sec): 3 clusters
  Score: Raw -5339374.358543 + Penalty 3514.550530 = -5335859.808013
  nChanged 62
		SP:Iteration 14Q (53077.420000 sec): 3 clusters
  Score: Raw -5339430.699349 + Penalty 3514.550530 = -5335916.148818
  nChanged 46
		SP:Iteration 15Q (53077.910000 sec): 3 clusters
  Score: Raw -5339467.473340 + Penalty 3514.550530 = -5335952.922809
  nChanged 20
		SP:Iteration 16Q (53078.300000 sec): 3 clusters
  Score: Raw -5339481.059965 + Penalty 3514.550530 = -5335966.509434
  nChanged 19
		SP:Iteration 17Q (53078.710000 sec): 3 clusters
  Score: Raw -5339495.774016 + Penalty 3514.550530 = -5335981.223486
  nChanged 15
		SP:Iteration 18Q (53079.130000 sec): 3 clusters
  Score: Raw -5339505.597208 + Penalty 3514.550530 = -5335991.046678
  nChanged 9
		SP:Iteration 19Q (53079.530000 sec): 3 clusters
  Score: Raw -5339511.367087 + Penalty 3514.550530 = -5335996.816557
  nChanged 6
		SP:Iteration 20F (53079.980000 sec): 3 clusters
  Score: Raw -5339514.798636 + Penalty 3514.550530 = -5336000.248106
  nChanged 9
		SP:Iteration 21Q (53080.380000 sec): 3 clusters
  Score: Raw -5339520.763933 + Penalty 3514.550530 = -5336006.213403
  nChanged 7
		SP:Iteration 22Q (53080.770000 sec): 3 clusters
  Score: Raw -5339526.191331 + Penalty 3514.550530 = -5336011.640801
  nChanged 4
		SP:Iteration 23Q (53081.180000 sec): 3 clusters
  Score: Raw -5339529.013843 + Penalty 3514.550530 = -5336014.463313
  nChanged 3
		SP:Iteration 24Q (53081.590000 sec): 3 clusters
  Score: Raw -5339530.166451 + Penalty 3514.550530 = -5336015.615921
  nChanged 5
		SP:Iteration 25Q (53081.970000 sec): 3 clusters
  Score: Raw -5339533.222571 + Penalty 3514.550530 = -5336018.672040
  nChanged 2
		SP:Iteration 26Q (53082.350000 sec): 3 clusters
  Score: Raw -5339535.764040 + Penalty 3514.550530 = -5336021.213510
  nChanged 4
		SP:Iteration 27Q (53082.720000 sec): 3 clusters
  Score: Raw -5339537.834433 + Penalty 3514.550530 = -5336023.283902
  nChanged 0
		SP:Iteration 28F (53083.130000 sec): 3 clusters
  Score: Raw -5339537.834433 + Penalty 3514.550530 = -5336023.283902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53083.270000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53083.420000 sec): 3 clusters
  Score: Raw -302585.494554 + Penalty 2615.232591 = -299970.261962
  nChanged 1174
		SP:Iteration 1F (53083.600000 sec): 3 clusters
  Score: Raw -303311.984546 + Penalty 2615.232591 = -300696.751955
  nChanged 262
		SP:Iteration 2F (53083.730000 sec): 3 clusters
  Score: Raw -303485.763973 + Penalty 2615.232591 = -300870.531382
  nChanged 181
		SP:Iteration 3F (53083.860000 sec): 3 clusters
  Score: Raw -303604.246640 + Penalty 2615.232591 = -300989.014049
  nChanged 134
		SP:Iteration 4Q (53083.990000 sec): 3 clusters
  Score: Raw -303694.727293 + Penalty 2615.232591 = -301079.494702
  nChanged 119
		SP:Iteration 5Q (53084.120000 sec): 3 clusters
  Score: Raw -303781.489694 + Penalty 2615.232591 = -301166.257103
  nChanged 115
		SP:Iteration 6Q (53084.260000 sec): 3 clusters
  Score: Raw -303876.692592 + Penalty 2615.232591 = -301261.460001
  nChanged 95
		SP:Iteration 7Q (53084.390000 sec): 3 clusters
  Score: Raw -303966.603562 + Penalty 2615.232591 = -301351.370971
  nChanged 109
		SP:Iteration 8Q (53084.520000 sec): 3 clusters
  Score: Raw -304056.171192 + Penalty 2615.232591 = -301440.938600
  nChanged 107
		SP:Iteration 9Q (53084.700000 sec): 3 clusters
  Score: Raw -304126.267422 + Penalty 2615.232591 = -301511.034831
  nChanged 83
		SP:Iteration 10Q (53084.880000 sec): 3 clusters
  Score: Raw -304176.039791 + Penalty 2615.232591 = -301560.807200
  nChanged 71
		SP:Iteration 11Q (53085.020000 sec): 3 clusters
  Score: Raw -304215.856881 + Penalty 2615.232591 = -301600.624290
  nChanged 65
		SP:Iteration 12Q (53085.190000 sec): 3 clusters
  Score: Raw -304251.835002 + Penalty 2615.232591 = -301636.602411
  nChanged 56
		SP:Iteration 13Q (53085.360000 sec): 3 clusters
  Score: Raw -304281.676790 + Penalty 2615.232591 = -301666.444199
  nChanged 47
		SP:Iteration 14Q (53085.530000 sec): 3 clusters
  Score: Raw -304314.566582 + Penalty 2615.232591 = -301699.333991
  nChanged 60
		SP:Iteration 15Q (53085.710000 sec): 3 clusters
  Score: Raw -304356.799112 + Penalty 2615.232591 = -301741.566521
  nChanged 68
		SP:Iteration 16Q (53085.920000 sec): 3 clusters
  Score: Raw -304397.823516 + Penalty 2615.232591 = -301782.590925
  nChanged 50
		SP:Iteration 17Q (53086.100000 sec): 3 clusters
  Score: Raw -304418.261332 + Penalty 2615.232591 = -301803.028741
  nChanged 41
		SP:Iteration 18Q (53086.230000 sec): 3 clusters
  Score: Raw -304437.275602 + Penalty 2615.232591 = -301822.043011
  nChanged 36
		SP:Iteration 19Q (53086.360000 sec): 3 clusters
  Score: Raw -304456.340297 + Penalty 2615.232591 = -301841.107706
  nChanged 36
		SP:Iteration 20F (53086.520000 sec): 3 clusters
  Score: Raw -304479.009343 + Penalty 2615.232591 = -301863.776752
  nChanged 29
		SP:Iteration 21Q (53086.690000 sec): 3 clusters
  Score: Raw -304509.154132 + Penalty 2615.232591 = -301893.921540
  nChanged 32
		SP:Iteration 22Q (53086.860000 sec): 3 clusters
  Score: Raw -304541.838089 + Penalty 2615.232591 = -301926.605498
  nChanged 38
		SP:Iteration 23Q (53086.980000 sec): 3 clusters
  Score: Raw -304564.713454 + Penalty 2615.232591 = -301949.480862
  nChanged 18
		SP:Iteration 24Q (53087.110000 sec): 3 clusters
  Score: Raw -304579.948222 + Penalty 2615.232591 = -301964.715631
  nChanged 40
		SP:Iteration 25Q (53087.250000 sec): 3 clusters
  Score: Raw -304605.849971 + Penalty 2615.232591 = -301990.617380
  nChanged 30
		SP:Iteration 26Q (53087.380000 sec): 3 clusters
  Score: Raw -304621.810578 + Penalty 2615.232591 = -302006.577987
  nChanged 20
		SP:Iteration 27Q (53087.530000 sec): 3 clusters
  Score: Raw -304629.709397 + Penalty 2615.232591 = -302014.476806
  nChanged 18
		SP:Iteration 28Q (53087.670000 sec): 3 clusters
  Score: Raw -304640.228653 + Penalty 2615.232591 = -302024.996062
  nChanged 16
		SP:Iteration 29Q (53087.820000 sec): 3 clusters
  Score: Raw -304649.549533 + Penalty 2615.232591 = -302034.316941
  nChanged 11
		SP:Iteration 30Q (53087.960000 sec): 3 clusters
  Score: Raw -304655.225901 + Penalty 2615.232591 = -302039.993310
  nChanged 15
		SP:Iteration 31Q (53088.100000 sec): 3 clusters
  Score: Raw -304658.934958 + Penalty 2615.232591 = -302043.702367
  nChanged 7
		SP:Iteration 32Q (53088.250000 sec): 3 clusters
  Score: Raw -304661.834693 + Penalty 2615.232591 = -302046.602102
  nChanged 6
		SP:Iteration 33Q (53088.390000 sec): 3 clusters
  Score: Raw -304663.190567 + Penalty 2615.232591 = -302047.957976
  nChanged 3
		SP:Iteration 34Q (53088.540000 sec): 3 clusters
  Score: Raw -304664.455613 + Penalty 2615.232591 = -302049.223022
  nChanged 4
		SP:Iteration 35Q (53088.680000 sec): 3 clusters
  Score: Raw -304666.503601 + Penalty 2615.232591 = -302051.271010
  nChanged 2
		SP:Iteration 36Q (53088.820000 sec): 3 clusters
  Score: Raw -304668.517716 + Penalty 2615.232591 = -302053.285125
  nChanged 6
		SP:Iteration 37Q (53088.970000 sec): 3 clusters
  Score: Raw -304670.752312 + Penalty 2615.232591 = -302055.519721
  nChanged 6
		SP:Iteration 38Q (53089.110000 sec): 3 clusters
  Score: Raw -304672.041288 + Penalty 2615.232591 = -302056.808697
  nChanged 3
		SP:Iteration 39Q (53089.260000 sec): 3 clusters
  Score: Raw -304673.746045 + Penalty 2615.232591 = -302058.513454
  nChanged 5
		SP:Iteration 40F (53089.400000 sec): 3 clusters
  Score: Raw -304675.046723 + Penalty 2615.232591 = -302059.814132
  nChanged 3
		SP:Iteration 41Q (53089.560000 sec): 3 clusters
  Score: Raw -304675.647687 + Penalty 2615.232591 = -302060.415096
  nChanged 2
		SP:Iteration 42Q (53089.720000 sec): 3 clusters
  Score: Raw -304676.101003 + Penalty 2615.232591 = -302060.868412
  nChanged 1
		SP:Iteration 43Q (53089.870000 sec): 3 clusters
  Score: Raw -304676.703308 + Penalty 2615.232591 = -302061.470717
  nChanged 1
		SP:Iteration 44Q (53090.030000 sec): 3 clusters
  Score: Raw -304677.294815 + Penalty 2615.232591 = -302062.062224
  nChanged 1
		SP:Iteration 45Q (53090.190000 sec): 3 clusters
  Score: Raw -304677.669064 + Penalty 2615.232591 = -302062.436473
  nChanged 1
		SP:Iteration 46Q (53090.340000 sec): 3 clusters
  Score: Raw -304678.015932 + Penalty 2615.232591 = -302062.783341
  nChanged 1
		SP:Iteration 47Q (53090.500000 sec): 3 clusters
  Score: Raw -304678.287043 + Penalty 2615.232591 = -302063.054452
  nChanged 0
		SP:Iteration 48F (53090.660000 sec): 3 clusters
  Score: Raw -304678.287043 + Penalty 2615.232591 = -302063.054452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53090.750000 sec): 2 clusters
  Score: Raw -357817.527012 + Penalty 1328.800669 = -356488.726343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53090.910000 sec): 3 clusters
  Score: Raw -356116.942938 + Penalty 2657.601338 = -353459.341600
  nChanged 1391
		SP:Iteration 1F (53091.060000 sec): 3 clusters
  Score: Raw -356992.244954 + Penalty 2657.601338 = -354334.643616
  nChanged 324
		SP:Iteration 2F (53091.220000 sec): 3 clusters
  Score: Raw -357306.215550 + Penalty 2657.601338 = -354648.614212
  nChanged 288
		SP:Iteration 3F (53091.380000 sec): 3 clusters
  Score: Raw -357643.743939 + Penalty 2657.601338 = -354986.142602
  nChanged 265
		SP:Iteration 4F (53091.540000 sec): 3 clusters
  Score: Raw -357976.571228 + Penalty 2657.601338 = -355318.969890
  nChanged 251
		SP:Iteration 5F (53091.700000 sec): 3 clusters
  Score: Raw -358257.966766 + Penalty 2657.601338 = -355600.365428
  nChanged 202
		SP:Iteration 6F (53091.860000 sec): 3 clusters
  Score: Raw -358468.718966 + Penalty 2657.601338 = -355811.117628
  nChanged 169
		SP:Iteration 7Q (53092.010000 sec): 3 clusters
  Score: Raw -358613.743243 + Penalty 2657.601338 = -355956.141906
  nChanged 109
		SP:Iteration 8Q (53092.170000 sec): 3 clusters
  Score: Raw -358679.086738 + Penalty 2657.601338 = -356021.485400
  nChanged 66
		SP:Iteration 9Q (53092.320000 sec): 3 clusters
  Score: Raw -358709.104838 + Penalty 2657.601338 = -356051.503500
  nChanged 34
		SP:Iteration 10Q (53092.480000 sec): 3 clusters
  Score: Raw -358727.174519 + Penalty 2657.601338 = -356069.573182
  nChanged 24
		SP:Iteration 11Q (53092.640000 sec): 3 clusters
  Score: Raw -358737.557131 + Penalty 2657.601338 = -356079.955793
  nChanged 14
		SP:Iteration 12Q (53092.800000 sec): 3 clusters
  Score: Raw -358743.535421 + Penalty 2657.601338 = -356085.934083
  nChanged 18
		SP:Iteration 13Q (53092.960000 sec): 3 clusters
  Score: Raw -358750.388364 + Penalty 2657.601338 = -356092.787026
  nChanged 11
		SP:Iteration 14Q (53093.120000 sec): 3 clusters
  Score: Raw -358753.828026 + Penalty 2657.601338 = -356096.226688
  nChanged 10
		SP:Iteration 15Q (53093.270000 sec): 3 clusters
  Score: Raw -358758.582557 + Penalty 2657.601338 = -356100.981220
  nChanged 12
		SP:Iteration 16Q (53093.430000 sec): 3 clusters
  Score: Raw -358762.259587 + Penalty 2657.601338 = -356104.658249
  nChanged 6
		SP:Iteration 17Q (53093.590000 sec): 3 clusters
  Score: Raw -358763.884737 + Penalty 2657.601338 = -356106.283399
  nChanged 5
		SP:Iteration 18Q (53093.740000 sec): 3 clusters
  Score: Raw -358766.801798 + Penalty 2657.601338 = -356109.200460
  nChanged 7
		SP:Iteration 19Q (53093.900000 sec): 3 clusters
  Score: Raw -358769.044222 + Penalty 2657.601338 = -356111.442884
  nChanged 6
		SP:Iteration 20F (53094.060000 sec): 3 clusters
  Score: Raw -358771.307251 + Penalty 2657.601338 = -356113.705914
  nChanged 2
		SP:Iteration 21Q (53094.220000 sec): 3 clusters
  Score: Raw -358772.072504 + Penalty 2657.601338 = -356114.471166
  nChanged 1
		SP:Iteration 22Q (53094.380000 sec): 3 clusters
  Score: Raw -358772.396801 + Penalty 2657.601338 = -356114.795463
  nChanged 0
		SP:Iteration 23F (53094.530000 sec): 3 clusters
  Score: Raw -358772.396801 + Penalty 2657.601338 = -356114.795463
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (108424 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53095.180000 sec): 2 clusters
  Score: Raw -11146225.637550 + Penalty 1883.993271 = -11144341.644278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53096.080000 sec): 3 clusters
  Score: Raw -11075422.430208 + Penalty 3767.986542 = -11071654.443665
  nChanged 52055
		SP:Iteration 1F (53097.040000 sec): 3 clusters
  Score: Raw -11107357.135107 + Penalty 3767.986542 = -11103589.148564
  nChanged 5640
		SP:Iteration 2F (53098.000000 sec): 3 clusters
  Score: Raw -11109929.007485 + Penalty 3767.986542 = -11106161.020943
  nChanged 6468
		SP:Iteration 3F (53098.770000 sec): 3 clusters
  Score: Raw -11113327.388401 + Penalty 3767.986542 = -11109559.401858
  nChanged 6975
		SP:Iteration 4F (53099.580000 sec): 3 clusters
  Score: Raw -11117503.944403 + Penalty 3767.986542 = -11113735.957861
  nChanged 7471
		SP:Iteration 5F (53100.400000 sec): 3 clusters
  Score: Raw -11122513.423970 + Penalty 3767.986542 = -11118745.437427
  nChanged 7598
		SP:Iteration 6F (53101.240000 sec): 3 clusters
  Score: Raw -11128338.828791 + Penalty 3767.986542 = -11124570.842249
  nChanged 7411
		SP:Iteration 7F (53102.060000 sec): 3 clusters
  Score: Raw -11134513.503010 + Penalty 3767.986542 = -11130745.516468
  nChanged 6160
		SP:Iteration 8F (53102.830000 sec): 3 clusters
  Score: Raw -11139788.363440 + Penalty 3767.986542 = -11136020.376898
  nChanged 4074
		SP:Iteration 9Q (53103.620000 sec): 3 clusters
  Score: Raw -11143179.535718 + Penalty 3767.986542 = -11139411.549176
  nChanged 2311
		SP:Iteration 10Q (53104.390000 sec): 3 clusters
  Score: Raw -11144971.719309 + Penalty 3767.986542 = -11141203.732766
  nChanged 1206
		SP:Iteration 11Q (53105.240000 sec): 3 clusters
  Score: Raw -11145837.338144 + Penalty 3767.986542 = -11142069.351602
  nChanged 602
		SP:Iteration 12Q (53105.990000 sec): 3 clusters
  Score: Raw -11146238.589224 + Penalty 3767.986542 = -11142470.602681
  nChanged 285
		SP:Iteration 13Q (53106.840000 sec): 3 clusters
  Score: Raw -11146425.796438 + Penalty 3767.986542 = -11142657.809896
  nChanged 174
		SP:Iteration 14Q (53107.640000 sec): 3 clusters
  Score: Raw -11146537.475887 + Penalty 3767.986542 = -11142769.489344
  nChanged 106
		SP:Iteration 15Q (53108.380000 sec): 3 clusters
  Score: Raw -11146609.974979 + Penalty 3767.986542 = -11142841.988437
  nChanged 80
		SP:Iteration 16Q (53109.140000 sec): 3 clusters
  Score: Raw -11146662.003182 + Penalty 3767.986542 = -11142894.016640
  nChanged 52
		SP:Iteration 17Q (53109.900000 sec): 3 clusters
  Score: Raw -11146697.116416 + Penalty 3767.986542 = -11142929.129873
  nChanged 46
		SP:Iteration 18Q (53110.670000 sec): 3 clusters
  Score: Raw -11146733.190854 + Penalty 3767.986542 = -11142965.204312
  nChanged 33
		SP:Iteration 19Q (53111.430000 sec): 3 clusters
  Score: Raw -11146752.259980 + Penalty 3767.986542 = -11142984.273438
  nChanged 25
		SP:Iteration 20F (53112.190000 sec): 3 clusters
  Score: Raw -11146765.000805 + Penalty 3767.986542 = -11142997.014263
  nChanged 26
		SP:Iteration 21Q (53112.880000 sec): 3 clusters
  Score: Raw -11146776.461935 + Penalty 3767.986542 = -11143008.475393
  nChanged 17
		SP:Iteration 22Q (53113.600000 sec): 3 clusters
  Score: Raw -11146785.161472 + Penalty 3767.986542 = -11143017.174929
  nChanged 10
		SP:Iteration 23Q (53114.370000 sec): 3 clusters
  Score: Raw -11146790.902411 + Penalty 3767.986542 = -11143022.915869
  nChanged 10
		SP:Iteration 24Q (53115.050000 sec): 3 clusters
  Score: Raw -11146795.833743 + Penalty 3767.986542 = -11143027.847201
  nChanged 6
		SP:Iteration 25Q (53115.760000 sec): 3 clusters
  Score: Raw -11146798.108712 + Penalty 3767.986542 = -11143030.122170
  nChanged 5
		SP:Iteration 26Q (53116.470000 sec): 3 clusters
  Score: Raw -11146800.573971 + Penalty 3767.986542 = -11143032.587429
  nChanged 4
		SP:Iteration 27Q (53117.210000 sec): 3 clusters
  Score: Raw -11146801.697205 + Penalty 3767.986542 = -11143033.710663
  nChanged 3
		SP:Iteration 28Q (53117.960000 sec): 3 clusters
  Score: Raw -11146802.485460 + Penalty 3767.986542 = -11143034.498917
  nChanged 1
		SP:Iteration 29Q (53118.730000 sec): 3 clusters
  Score: Raw -11146802.584481 + Penalty 3767.986542 = -11143034.597939
  nChanged 0
		SP:Iteration 30F (53119.520000 sec): 3 clusters
  Score: Raw -11146802.584481 + Penalty 3767.986542 = -11143034.597939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53119.650000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53119.850000 sec): 3 clusters
  Score: Raw -21141.370776 + Penalty 1770.189646 = -19371.181130
  nChanged 36
		SP:Iteration 1F (53120.040000 sec): 3 clusters
  Score: Raw -21228.026132 + Penalty 1770.189646 = -19457.836486
  nChanged 4
		SP:Iteration 2Q (53120.250000 sec): 3 clusters
  Score: Raw -21237.617542 + Penalty 1770.189646 = -19467.427897
  nChanged 2
		SP:Iteration 3Q (53120.390000 sec): 3 clusters
  Score: Raw -21244.259673 + Penalty 1770.189646 = -19474.070027
  nChanged 3
		SP:Iteration 4Q (53120.580000 sec): 3 clusters
  Score: Raw -21248.862192 + Penalty 1770.189646 = -19478.672546
  nChanged 2
		SP:Iteration 5Q (53120.760000 sec): 3 clusters
  Score: Raw -21254.650393 + Penalty 1770.189646 = -19484.460747
  nChanged 0
		SP:Iteration 6F (53120.960000 sec): 3 clusters
  Score: Raw -21254.650393 + Penalty 1770.189646 = -19484.460747
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53121.050000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53121.250000 sec): 3 clusters
  Score: Raw -147849.015378 + Penalty 2342.554458 = -145506.460920
  nChanged 437
		SP:Iteration 1F (53121.400000 sec): 3 clusters
  Score: Raw -148170.560314 + Penalty 2342.554458 = -145828.005855
  nChanged 95
		SP:Iteration 2F (53121.520000 sec): 3 clusters
  Score: Raw -148239.181439 + Penalty 2342.554458 = -145896.626981
  nChanged 55
		SP:Iteration 3Q (53121.650000 sec): 3 clusters
  Score: Raw -148280.345323 + Penalty 2342.554458 = -145937.790864
  nChanged 46
		SP:Iteration 4Q (53121.880000 sec): 3 clusters
  Score: Raw -148318.355392 + Penalty 2342.554458 = -145975.800934
  nChanged 42
		SP:Iteration 5Q (53121.980000 sec): 3 clusters
  Score: Raw -148362.496841 + Penalty 2342.554458 = -146019.942383
  nChanged 45
		SP:Iteration 6Q (53122.200000 sec): 3 clusters
  Score: Raw -148406.632945 + Penalty 2342.554458 = -146064.078487
  nChanged 52
		SP:Iteration 7Q (53122.420000 sec): 3 clusters
  Score: Raw -148464.705669 + Penalty 2342.554458 = -146122.151211
  nChanged 61
		SP:Iteration 8Q (53122.610000 sec): 3 clusters
  Score: Raw -148529.947303 + Penalty 2342.554458 = -146187.392845
  nChanged 44
		SP:Iteration 9Q (53122.830000 sec): 3 clusters
  Score: Raw -148573.471371 + Penalty 2342.554458 = -146230.916913
  nChanged 30
		SP:Iteration 10Q (53122.970000 sec): 3 clusters
  Score: Raw -148598.921429 + Penalty 2342.554458 = -146256.366970
  nChanged 17
		SP:Iteration 11Q (53123.090000 sec): 3 clusters
  Score: Raw -148610.646711 + Penalty 2342.554458 = -146268.092253
  nChanged 14
		SP:Iteration 12Q (53123.210000 sec): 3 clusters
  Score: Raw -148621.527251 + Penalty 2342.554458 = -146278.972792
  nChanged 21
		SP:Iteration 13Q (53123.330000 sec): 3 clusters
  Score: Raw -148643.944926 + Penalty 2342.554458 = -146301.390468
  nChanged 20
		SP:Iteration 14Q (53123.490000 sec): 3 clusters
  Score: Raw -148671.303147 + Penalty 2342.554458 = -146328.748689
  nChanged 23
		SP:Iteration 15Q (53123.660000 sec): 3 clusters
  Score: Raw -148702.350649 + Penalty 2342.554458 = -146359.796191
  nChanged 23
		SP:Iteration 16Q (53123.810000 sec): 3 clusters
  Score: Raw -148727.010261 + Penalty 2342.554458 = -146384.455803
  nChanged 22
		SP:Iteration 17Q (53124.020000 sec): 3 clusters
  Score: Raw -148748.384431 + Penalty 2342.554458 = -146405.829973
  nChanged 16
		SP:Iteration 18Q (53124.230000 sec): 3 clusters
  Score: Raw -148764.951600 + Penalty 2342.554458 = -146422.397142
  nChanged 8
		SP:Iteration 19Q (53124.430000 sec): 3 clusters
  Score: Raw -148770.414437 + Penalty 2342.554458 = -146427.859979
  nChanged 3
		SP:Iteration 20F (53124.630000 sec): 3 clusters
  Score: Raw -148772.242943 + Penalty 2342.554458 = -146429.688485
  nChanged 2
		SP:Iteration 21Q (53124.740000 sec): 3 clusters
  Score: Raw -148774.704308 + Penalty 2342.554458 = -146432.149849
  nChanged 0
		SP:Iteration 22F (53124.930000 sec): 3 clusters
  Score: Raw -148774.704308 + Penalty 2342.554458 = -146432.149849
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53125.070000 sec): 2 clusters
  Score: Raw -1219853.565532 + Penalty 1524.742762 = -1218328.822770
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53125.340000 sec): 3 clusters
  Score: Raw -1213041.912069 + Penalty 3049.485523 = -1209992.426546
  nChanged 5169
		SP:Iteration 1F (53125.570000 sec): 3 clusters
  Score: Raw -1215789.290076 + Penalty 3049.485523 = -1212739.804552
  nChanged 737
		SP:Iteration 2F (53125.790000 sec): 3 clusters
  Score: Raw -1216137.938537 + Penalty 3049.485523 = -1213088.453014
  nChanged 739
		SP:Iteration 3F (53126.040000 sec): 3 clusters
  Score: Raw -1216555.662030 + Penalty 3049.485523 = -1213506.176507
  nChanged 741
		SP:Iteration 4F (53126.290000 sec): 3 clusters
  Score: Raw -1217047.952927 + Penalty 3049.485523 = -1213998.467403
  nChanged 760
		SP:Iteration 5F (53126.590000 sec): 3 clusters
  Score: Raw -1217593.920497 + Penalty 3049.485523 = -1214544.434973
  nChanged 726
		SP:Iteration 6F (53126.810000 sec): 3 clusters
  Score: Raw -1218035.197210 + Penalty 3049.485523 = -1214985.711687
  nChanged 614
		SP:Iteration 7F (53127.070000 sec): 3 clusters
  Score: Raw -1218345.558069 + Penalty 3049.485523 = -1215296.072545
  nChanged 439
		SP:Iteration 8Q (53127.310000 sec): 3 clusters
  Score: Raw -1218546.303326 + Penalty 3049.485523 = -1215496.817802
  nChanged 353
		SP:Iteration 9Q (53127.550000 sec): 3 clusters
  Score: Raw -1218665.967678 + Penalty 3049.485523 = -1215616.482155
  nChanged 257
		SP:Iteration 10Q (53127.830000 sec): 3 clusters
  Score: Raw -1218745.745482 + Penalty 3049.485523 = -1215696.259958
  nChanged 190
		SP:Iteration 11Q (53128.070000 sec): 3 clusters
  Score: Raw -1218806.870939 + Penalty 3049.485523 = -1215757.385415
  nChanged 187
		SP:Iteration 12Q (53128.360000 sec): 3 clusters
  Score: Raw -1218863.632080 + Penalty 3049.485523 = -1215814.146556
  nChanged 168
		SP:Iteration 13Q (53128.590000 sec): 3 clusters
  Score: Raw -1218908.437172 + Penalty 3049.485523 = -1215858.951649
  nChanged 149
		SP:Iteration 14Q (53128.860000 sec): 3 clusters
  Score: Raw -1218949.355802 + Penalty 3049.485523 = -1215899.870278
  nChanged 151
		SP:Iteration 15Q (53129.080000 sec): 3 clusters
  Score: Raw -1218995.114990 + Penalty 3049.485523 = -1215945.629467
  nChanged 176
		SP:Iteration 16Q (53129.320000 sec): 3 clusters
  Score: Raw -1219054.000071 + Penalty 3049.485523 = -1216004.514547
  nChanged 191
		SP:Iteration 17Q (53129.600000 sec): 3 clusters
  Score: Raw -1219121.750805 + Penalty 3049.485523 = -1216072.265281
  nChanged 201
		SP:Iteration 18Q (53129.860000 sec): 3 clusters
  Score: Raw -1219200.773990 + Penalty 3049.485523 = -1216151.288467
  nChanged 210
		SP:Iteration 19Q (53130.140000 sec): 3 clusters
  Score: Raw -1219281.194134 + Penalty 3049.485523 = -1216231.708611
  nChanged 207
		SP:Iteration 20F (53130.350000 sec): 3 clusters
  Score: Raw -1219366.117560 + Penalty 3049.485523 = -1216316.632037
  nChanged 219
		SP:Iteration 21Q (53130.630000 sec): 3 clusters
  Score: Raw -1219451.234043 + Penalty 3049.485523 = -1216401.748519
  nChanged 215
		SP:Iteration 22Q (53130.820000 sec): 3 clusters
  Score: Raw -1219535.358653 + Penalty 3049.485523 = -1216485.873129
  nChanged 244
		SP:Iteration 23Q (53131.090000 sec): 3 clusters
  Score: Raw -1219628.077303 + Penalty 3049.485523 = -1216578.591780
  nChanged 214
		SP:Iteration 24Q (53131.370000 sec): 3 clusters
  Score: Raw -1219713.174790 + Penalty 3049.485523 = -1216663.689266
  nChanged 252
		SP:Iteration 25Q (53131.640000 sec): 3 clusters
  Score: Raw -1219823.388066 + Penalty 3049.485523 = -1216773.902542
  nChanged 258
		SP:Iteration 26Q (53131.870000 sec): 3 clusters
  Score: Raw -1219931.534692 + Penalty 3049.485523 = -1216882.049169
  nChanged 231
		SP:Iteration 27Q (53132.110000 sec): 3 clusters
  Score: Raw -1220021.765315 + Penalty 3049.485523 = -1216972.279792
  nChanged 232
		SP:Iteration 28Q (53132.260000 sec): 3 clusters
  Score: Raw -1220122.271504 + Penalty 3049.485523 = -1217072.785981
  nChanged 219
		SP:Iteration 29Q (53132.540000 sec): 3 clusters
  Score: Raw -1220203.350644 + Penalty 3049.485523 = -1217153.865121
  nChanged 189
		SP:Iteration 30Q (53132.750000 sec): 3 clusters
  Score: Raw -1220264.843232 + Penalty 3049.485523 = -1217215.357708
  nChanged 171
		SP:Iteration 31Q (53132.990000 sec): 3 clusters
  Score: Raw -1220325.095441 + Penalty 3049.485523 = -1217275.609917
  nChanged 166
		SP:Iteration 32Q (53133.240000 sec): 3 clusters
  Score: Raw -1220373.965316 + Penalty 3049.485523 = -1217324.479792
  nChanged 131
		SP:Iteration 33Q (53133.490000 sec): 3 clusters
  Score: Raw -1220412.339581 + Penalty 3049.485523 = -1217362.854057
  nChanged 128
		SP:Iteration 34Q (53133.690000 sec): 3 clusters
  Score: Raw -1220448.800502 + Penalty 3049.485523 = -1217399.314978
  nChanged 105
		SP:Iteration 35Q (53133.970000 sec): 3 clusters
  Score: Raw -1220476.994060 + Penalty 3049.485523 = -1217427.508536
  nChanged 95
		SP:Iteration 36Q (53134.180000 sec): 3 clusters
  Score: Raw -1220503.669010 + Penalty 3049.485523 = -1217454.183486
  nChanged 91
		SP:Iteration 37Q (53134.450000 sec): 3 clusters
  Score: Raw -1220530.473793 + Penalty 3049.485523 = -1217480.988269
  nChanged 76
		SP:Iteration 38Q (53134.700000 sec): 3 clusters
  Score: Raw -1220548.542459 + Penalty 3049.485523 = -1217499.056935
  nChanged 72
		SP:Iteration 39Q (53134.990000 sec): 3 clusters
  Score: Raw -1220563.395198 + Penalty 3049.485523 = -1217513.909675
  nChanged 48
		SP:Iteration 40F (53135.260000 sec): 3 clusters
  Score: Raw -1220575.515424 + Penalty 3049.485523 = -1217526.029900
  nChanged 51
		SP:Iteration 41Q (53135.480000 sec): 3 clusters
  Score: Raw -1220587.011001 + Penalty 3049.485523 = -1217537.525477
  nChanged 44
		SP:Iteration 42Q (53135.740000 sec): 3 clusters
  Score: Raw -1220595.897182 + Penalty 3049.485523 = -1217546.411659
  nChanged 40
		SP:Iteration 43Q (53135.950000 sec): 3 clusters
  Score: Raw -1220605.484965 + Penalty 3049.485523 = -1217555.999441
  nChanged 53
		SP:Iteration 44Q (53136.120000 sec): 3 clusters
  Score: Raw -1220617.051031 + Penalty 3049.485523 = -1217567.565508
  nChanged 40
		SP:Iteration 45Q (53136.360000 sec): 3 clusters
  Score: Raw -1220624.770870 + Penalty 3049.485523 = -1217575.285347
  nChanged 34
		SP:Iteration 46Q (53136.620000 sec): 3 clusters
  Score: Raw -1220632.288698 + Penalty 3049.485523 = -1217582.803174
  nChanged 30
		SP:Iteration 47Q (53136.830000 sec): 3 clusters
  Score: Raw -1220638.150956 + Penalty 3049.485523 = -1217588.665433
  nChanged 21
		SP:Iteration 48Q (53137.050000 sec): 3 clusters
  Score: Raw -1220643.447130 + Penalty 3049.485523 = -1217593.961606
  nChanged 25
		SP:Iteration 49Q (53137.280000 sec): 3 clusters
  Score: Raw -1220649.059883 + Penalty 3049.485523 = -1217599.574359
  nChanged 28
		SP:Iteration 50Q (53137.540000 sec): 3 clusters
  Score: Raw -1220655.755461 + Penalty 3049.485523 = -1217606.269937
  nChanged 21
		SP:Iteration 51Q (53137.770000 sec): 3 clusters
  Score: Raw -1220661.053117 + Penalty 3049.485523 = -1217611.567594
  nChanged 27
		SP:Iteration 52Q (53138.010000 sec): 3 clusters
  Score: Raw -1220667.322090 + Penalty 3049.485523 = -1217617.836567
  nChanged 24
		SP:Iteration 53Q (53138.300000 sec): 3 clusters
  Score: Raw -1220672.068001 + Penalty 3049.485523 = -1217622.582478
  nChanged 13
		SP:Iteration 54Q (53138.560000 sec): 3 clusters
  Score: Raw -1220674.110324 + Penalty 3049.485523 = -1217624.624800
  nChanged 12
		SP:Iteration 55Q (53138.830000 sec): 3 clusters
  Score: Raw -1220676.780396 + Penalty 3049.485523 = -1217627.294873
  nChanged 14
		SP:Iteration 56Q (53139.040000 sec): 3 clusters
  Score: Raw -1220679.999594 + Penalty 3049.485523 = -1217630.514071
  nChanged 10
		SP:Iteration 57Q (53139.280000 sec): 3 clusters
  Score: Raw -1220681.624188 + Penalty 3049.485523 = -1217632.138664
  nChanged 3
		SP:Iteration 58Q (53139.520000 sec): 3 clusters
  Score: Raw -1220682.058532 + Penalty 3049.485523 = -1217632.573009
  nChanged 4
		SP:Iteration 59Q (53139.730000 sec): 3 clusters
  Score: Raw -1220682.590253 + Penalty 3049.485523 = -1217633.104729
  nChanged 3
		SP:Iteration 60F (53139.940000 sec): 3 clusters
  Score: Raw -1220682.939406 + Penalty 3049.485523 = -1217633.453882
  nChanged 2
		SP:Iteration 61Q (53140.170000 sec): 3 clusters
  Score: Raw -1220683.210208 + Penalty 3049.485523 = -1217633.724684
  nChanged 1
		SP:Iteration 62Q (53140.400000 sec): 3 clusters
  Score: Raw -1220683.490651 + Penalty 3049.485523 = -1217634.005127
  nChanged 1
		SP:Iteration 63Q (53140.640000 sec): 3 clusters
  Score: Raw -1220683.598755 + Penalty 3049.485523 = -1217634.113231
  nChanged 2
		SP:Iteration 64Q (53140.830000 sec): 3 clusters
  Score: Raw -1220683.868201 + Penalty 3049.485523 = -1217634.382678
  nChanged 3
		SP:Iteration 65Q (53141.010000 sec): 3 clusters
  Score: Raw -1220684.276646 + Penalty 3049.485523 = -1217634.791123
  nChanged 2
		SP:Iteration 66Q (53141.180000 sec): 3 clusters
  Score: Raw -1220684.544439 + Penalty 3049.485523 = -1217635.058915
  nChanged 2
		SP:Iteration 67Q (53141.460000 sec): 3 clusters
  Score: Raw -1220684.841748 + Penalty 3049.485523 = -1217635.356225
  nChanged 2
		SP:Iteration 68Q (53141.670000 sec): 3 clusters
  Score: Raw -1220685.276641 + Penalty 3049.485523 = -1217635.791117
  nChanged 3
		SP:Iteration 69Q (53141.870000 sec): 3 clusters
  Score: Raw -1220686.027700 + Penalty 3049.485523 = -1217636.542176
  nChanged 3
		SP:Iteration 70Q (53142.040000 sec): 3 clusters
  Score: Raw -1220686.563862 + Penalty 3049.485523 = -1217637.078338
  nChanged 2
		SP:Iteration 71Q (53142.270000 sec): 3 clusters
  Score: Raw -1220686.860021 + Penalty 3049.485523 = -1217637.374498
  nChanged 1
		SP:Iteration 72Q (53142.510000 sec): 3 clusters
  Score: Raw -1220686.990187 + Penalty 3049.485523 = -1217637.504664
  nChanged 2
		SP:Iteration 73Q (53142.690000 sec): 3 clusters
  Score: Raw -1220687.324366 + Penalty 3049.485523 = -1217637.838842
  nChanged 1
		SP:Iteration 74Q (53142.950000 sec): 3 clusters
  Score: Raw -1220687.401603 + Penalty 3049.485523 = -1217637.916079
  nChanged 0
		SP:Iteration 75F (53143.190000 sec): 3 clusters
  Score: Raw -1220687.401603 + Penalty 3049.485523 = -1217637.916079
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53143.480000 sec): 2 clusters
  Score: Raw -1961673.922311 + Penalty 1613.922704 = -1960059.999607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53143.800000 sec): 3 clusters
  Score: Raw -1949290.485169 + Penalty 3227.845408 = -1946062.639761
  nChanged 9388
		SP:Iteration 1F (53144.150000 sec): 3 clusters
  Score: Raw -1954815.517134 + Penalty 3227.845408 = -1951587.671726
  nChanged 1309
		SP:Iteration 2F (53144.450000 sec): 3 clusters
  Score: Raw -1955451.090483 + Penalty 3227.845408 = -1952223.245075
  nChanged 1213
		SP:Iteration 3F (53144.750000 sec): 3 clusters
  Score: Raw -1956073.499937 + Penalty 3227.845408 = -1952845.654529
  nChanged 1176
		SP:Iteration 4F (53145.080000 sec): 3 clusters
  Score: Raw -1956717.466479 + Penalty 3227.845408 = -1953489.621071
  nChanged 1141
		SP:Iteration 5F (53145.410000 sec): 3 clusters
  Score: Raw -1957333.604702 + Penalty 3227.845408 = -1954105.759294
  nChanged 989
		SP:Iteration 6Q (53145.680000 sec): 3 clusters
  Score: Raw -1957862.704967 + Penalty 3227.845408 = -1954634.859558
  nChanged 897
		SP:Iteration 7Q (53145.930000 sec): 3 clusters
  Score: Raw -1958336.928470 + Penalty 3227.845408 = -1955109.083061
  nChanged 824
		SP:Iteration 8Q (53146.210000 sec): 3 clusters
  Score: Raw -1958727.183290 + Penalty 3227.845408 = -1955499.337881
  nChanged 722
		SP:Iteration 9Q (53146.530000 sec): 3 clusters
  Score: Raw -1959093.098601 + Penalty 3227.845408 = -1955865.253193
  nChanged 636
		SP:Iteration 10Q (53146.860000 sec): 3 clusters
  Score: Raw -1959469.089328 + Penalty 3227.845408 = -1956241.243920
  nChanged 564
		SP:Iteration 11Q (53147.230000 sec): 3 clusters
  Score: Raw -1959975.335912 + Penalty 3227.845408 = -1956747.490504
  nChanged 547
		SP:Iteration 12Q (53147.530000 sec): 3 clusters
  Score: Raw -1960362.328038 + Penalty 3227.845408 = -1957134.482629
  nChanged 482
		SP:Iteration 13Q (53147.810000 sec): 3 clusters
  Score: Raw -1960643.216235 + Penalty 3227.845408 = -1957415.370827
  nChanged 380
		SP:Iteration 14Q (53148.140000 sec): 3 clusters
  Score: Raw -1960844.608362 + Penalty 3227.845408 = -1957616.762953
  nChanged 349
		SP:Iteration 15Q (53148.440000 sec): 3 clusters
  Score: Raw -1961023.928917 + Penalty 3227.845408 = -1957796.083509
  nChanged 322
		SP:Iteration 16Q (53148.680000 sec): 3 clusters
  Score: Raw -1961175.554839 + Penalty 3227.845408 = -1957947.709431
  nChanged 287
		SP:Iteration 17Q (53149.050000 sec): 3 clusters
  Score: Raw -1961299.591677 + Penalty 3227.845408 = -1958071.746268
  nChanged 253
		SP:Iteration 18Q (53149.300000 sec): 3 clusters
  Score: Raw -1961402.841956 + Penalty 3227.845408 = -1958174.996548
  nChanged 207
		SP:Iteration 19Q (53149.650000 sec): 3 clusters
  Score: Raw -1961483.266646 + Penalty 3227.845408 = -1958255.421237
  nChanged 192
		SP:Iteration 20F (53149.920000 sec): 3 clusters
  Score: Raw -1961555.371187 + Penalty 3227.845408 = -1958327.525779
  nChanged 195
		SP:Iteration 21Q (53150.210000 sec): 3 clusters
  Score: Raw -1961630.426203 + Penalty 3227.845408 = -1958402.580795
  nChanged 173
		SP:Iteration 22Q (53150.520000 sec): 3 clusters
  Score: Raw -1961695.788946 + Penalty 3227.845408 = -1958467.943538
  nChanged 153
		SP:Iteration 23Q (53150.820000 sec): 3 clusters
  Score: Raw -1961752.372386 + Penalty 3227.845408 = -1958524.526978
  nChanged 145
		SP:Iteration 24Q (53151.080000 sec): 3 clusters
  Score: Raw -1961804.362226 + Penalty 3227.845408 = -1958576.516817
  nChanged 117
		SP:Iteration 25Q (53151.380000 sec): 3 clusters
  Score: Raw -1961850.410141 + Penalty 3227.845408 = -1958622.564733
  nChanged 115
		SP:Iteration 26Q (53151.680000 sec): 3 clusters
  Score: Raw -1961902.443660 + Penalty 3227.845408 = -1958674.598252
  nChanged 114
		SP:Iteration 27Q (53152.020000 sec): 3 clusters
  Score: Raw -1961962.062747 + Penalty 3227.845408 = -1958734.217338
  nChanged 124
		SP:Iteration 28Q (53152.280000 sec): 3 clusters
  Score: Raw -1962028.683440 + Penalty 3227.845408 = -1958800.838031
  nChanged 99
		SP:Iteration 29Q (53152.600000 sec): 3 clusters
  Score: Raw -1962085.677486 + Penalty 3227.845408 = -1958857.832078
  nChanged 87
		SP:Iteration 30Q (53152.850000 sec): 3 clusters
  Score: Raw -1962131.687844 + Penalty 3227.845408 = -1958903.842436
  nChanged 78
		SP:Iteration 31Q (53153.080000 sec): 3 clusters
  Score: Raw -1962163.156156 + Penalty 3227.845408 = -1958935.310747
  nChanged 54
		SP:Iteration 32Q (53153.350000 sec): 3 clusters
  Score: Raw -1962183.314947 + Penalty 3227.845408 = -1958955.469538
  nChanged 45
		SP:Iteration 33Q (53153.690000 sec): 3 clusters
  Score: Raw -1962200.727381 + Penalty 3227.845408 = -1958972.881973
  nChanged 41
		SP:Iteration 34Q (53153.980000 sec): 3 clusters
  Score: Raw -1962214.850585 + Penalty 3227.845408 = -1958987.005177
  nChanged 43
		SP:Iteration 35Q (53154.310000 sec): 3 clusters
  Score: Raw -1962227.720669 + Penalty 3227.845408 = -1958999.875261
  nChanged 28
		SP:Iteration 36Q (53154.620000 sec): 3 clusters
  Score: Raw -1962238.338792 + Penalty 3227.845408 = -1959010.493384
  nChanged 30
		SP:Iteration 37Q (53154.900000 sec): 3 clusters
  Score: Raw -1962246.972202 + Penalty 3227.845408 = -1959019.126794
  nChanged 22
		SP:Iteration 38Q (53155.190000 sec): 3 clusters
  Score: Raw -1962252.925827 + Penalty 3227.845408 = -1959025.080419
  nChanged 15
		SP:Iteration 39Q (53155.500000 sec): 3 clusters
  Score: Raw -1962258.516327 + Penalty 3227.845408 = -1959030.670919
  nChanged 15
		SP:Iteration 40F (53155.760000 sec): 3 clusters
  Score: Raw -1962262.956172 + Penalty 3227.845408 = -1959035.110764
  nChanged 9
		SP:Iteration 41Q (53156.030000 sec): 3 clusters
  Score: Raw -1962265.741480 + Penalty 3227.845408 = -1959037.896072
  nChanged 9
		SP:Iteration 42Q (53156.310000 sec): 3 clusters
  Score: Raw -1962268.476304 + Penalty 3227.845408 = -1959040.630895
  nChanged 12
		SP:Iteration 43Q (53156.590000 sec): 3 clusters
  Score: Raw -1962272.422500 + Penalty 3227.845408 = -1959044.577092
  nChanged 12
		SP:Iteration 44Q (53156.910000 sec): 3 clusters
  Score: Raw -1962276.854045 + Penalty 3227.845408 = -1959049.008636
  nChanged 7
		SP:Iteration 45Q (53157.250000 sec): 3 clusters
  Score: Raw -1962279.893139 + Penalty 3227.845408 = -1959052.047731
  nChanged 12
		SP:Iteration 46Q (53157.560000 sec): 3 clusters
  Score: Raw -1962284.206316 + Penalty 3227.845408 = -1959056.360908
  nChanged 13
		SP:Iteration 47Q (53157.910000 sec): 3 clusters
  Score: Raw -1962289.827560 + Penalty 3227.845408 = -1959061.982152
  nChanged 13
		SP:Iteration 48Q (53158.170000 sec): 3 clusters
  Score: Raw -1962296.202563 + Penalty 3227.845408 = -1959068.357155
  nChanged 12
		SP:Iteration 49Q (53158.480000 sec): 3 clusters
  Score: Raw -1962300.887603 + Penalty 3227.845408 = -1959073.042195
  nChanged 13
		SP:Iteration 50Q (53158.790000 sec): 3 clusters
  Score: Raw -1962303.689590 + Penalty 3227.845408 = -1959075.844182
  nChanged 6
		SP:Iteration 51Q (53159.140000 sec): 3 clusters
  Score: Raw -1962305.446402 + Penalty 3227.845408 = -1959077.600994
  nChanged 6
		SP:Iteration 52Q (53159.420000 sec): 3 clusters
  Score: Raw -1962306.716528 + Penalty 3227.845408 = -1959078.871119
  nChanged 3
		SP:Iteration 53Q (53159.770000 sec): 3 clusters
  Score: Raw -1962307.609637 + Penalty 3227.845408 = -1959079.764228
  nChanged 2
		SP:Iteration 54Q (53160.060000 sec): 3 clusters
  Score: Raw -1962308.431240 + Penalty 3227.845408 = -1959080.585831
  nChanged 6
		SP:Iteration 55Q (53160.380000 sec): 3 clusters
  Score: Raw -1962309.991312 + Penalty 3227.845408 = -1959082.145904
  nChanged 6
		SP:Iteration 56Q (53160.710000 sec): 3 clusters
  Score: Raw -1962311.838118 + Penalty 3227.845408 = -1959083.992710
  nChanged 6
		SP:Iteration 57Q (53160.980000 sec): 3 clusters
  Score: Raw -1962313.225343 + Penalty 3227.845408 = -1959085.379935
  nChanged 4
		SP:Iteration 58Q (53161.210000 sec): 3 clusters
  Score: Raw -1962314.313107 + Penalty 3227.845408 = -1959086.467699
  nChanged 4
		SP:Iteration 59Q (53161.530000 sec): 3 clusters
  Score: Raw -1962315.308674 + Penalty 3227.845408 = -1959087.463266
  nChanged 4
		SP:Iteration 60F (53161.850000 sec): 3 clusters
  Score: Raw -1962315.798287 + Penalty 3227.845408 = -1959087.952879
  nChanged 2
		SP:Iteration 61Q (53162.170000 sec): 3 clusters
  Score: Raw -1962316.071166 + Penalty 3227.845408 = -1959088.225758
  nChanged 0
		SP:Iteration 62F (53162.490000 sec): 3 clusters
  Score: Raw -1962316.071166 + Penalty 3227.845408 = -1959088.225758
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53162.600000 sec): 2 clusters
  Score: Raw -891656.673736 + Penalty 1488.379357 = -890168.294379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53162.860000 sec): 3 clusters
  Score: Raw -886310.556102 + Penalty 2976.758714 = -883333.797388
  nChanged 4065
		SP:Iteration 1F (53163.100000 sec): 3 clusters
  Score: Raw -888720.974405 + Penalty 2976.758714 = -885744.215691
  nChanged 802
		SP:Iteration 2F (53163.310000 sec): 3 clusters
  Score: Raw -889289.189754 + Penalty 2976.758714 = -886312.431040
  nChanged 716
		SP:Iteration 3F (53163.520000 sec): 3 clusters
  Score: Raw -889791.503274 + Penalty 2976.758714 = -886814.744560
  nChanged 591
		SP:Iteration 4F (53163.760000 sec): 3 clusters
  Score: Raw -890183.524060 + Penalty 2976.758714 = -887206.765346
  nChanged 488
		SP:Iteration 5F (53163.960000 sec): 3 clusters
  Score: Raw -890480.951189 + Penalty 2976.758714 = -887504.192475
  nChanged 432
		SP:Iteration 6Q (53164.200000 sec): 3 clusters
  Score: Raw -890745.006735 + Penalty 2976.758714 = -887768.248021
  nChanged 370
		SP:Iteration 7Q (53164.460000 sec): 3 clusters
  Score: Raw -890959.133672 + Penalty 2976.758714 = -887982.374958
  nChanged 316
		SP:Iteration 8Q (53164.740000 sec): 3 clusters
  Score: Raw -891147.950037 + Penalty 2976.758714 = -888171.191323
  nChanged 267
		SP:Iteration 9Q (53164.960000 sec): 3 clusters
  Score: Raw -891294.028082 + Penalty 2976.758714 = -888317.269368
  nChanged 213
		SP:Iteration 10Q (53165.220000 sec): 3 clusters
  Score: Raw -891386.010813 + Penalty 2976.758714 = -888409.252099
  nChanged 169
		SP:Iteration 11Q (53165.500000 sec): 3 clusters
  Score: Raw -891461.050460 + Penalty 2976.758714 = -888484.291746
  nChanged 133
		SP:Iteration 12Q (53165.720000 sec): 3 clusters
  Score: Raw -891518.504937 + Penalty 2976.758714 = -888541.746223
  nChanged 123
		SP:Iteration 13Q (53165.920000 sec): 3 clusters
  Score: Raw -891571.680049 + Penalty 2976.758714 = -888594.921335
  nChanged 92
		SP:Iteration 14Q (53166.220000 sec): 3 clusters
  Score: Raw -891611.547585 + Penalty 2976.758714 = -888634.788870
  nChanged 87
		SP:Iteration 15Q (53166.430000 sec): 3 clusters
  Score: Raw -891640.319921 + Penalty 2976.758714 = -888663.561207
  nChanged 75
		SP:Iteration 16Q (53166.720000 sec): 3 clusters
  Score: Raw -891665.027941 + Penalty 2976.758714 = -888688.269227
  nChanged 62
		SP:Iteration 17Q (53166.990000 sec): 3 clusters
  Score: Raw -891685.664530 + Penalty 2976.758714 = -888708.905816
  nChanged 65
		SP:Iteration 18Q (53167.160000 sec): 3 clusters
  Score: Raw -891705.460405 + Penalty 2976.758714 = -888728.701691
  nChanged 53
		SP:Iteration 19Q (53167.350000 sec): 3 clusters
  Score: Raw -891725.202238 + Penalty 2976.758714 = -888748.443524
  nChanged 58
		SP:Iteration 20F (53167.590000 sec): 3 clusters
  Score: Raw -891745.959269 + Penalty 2976.758714 = -888769.200555
  nChanged 52
		SP:Iteration 21Q (53167.830000 sec): 3 clusters
  Score: Raw -891765.845592 + Penalty 2976.758714 = -888789.086878
  nChanged 57
		SP:Iteration 22Q (53168.090000 sec): 3 clusters
  Score: Raw -891788.659076 + Penalty 2976.758714 = -888811.900362
  nChanged 59
		SP:Iteration 23Q (53168.340000 sec): 3 clusters
  Score: Raw -891809.296065 + Penalty 2976.758714 = -888832.537351
  nChanged 41
		SP:Iteration 24Q (53168.540000 sec): 3 clusters
  Score: Raw -891823.089709 + Penalty 2976.758714 = -888846.330995
  nChanged 44
		SP:Iteration 25Q (53168.780000 sec): 3 clusters
  Score: Raw -891836.509248 + Penalty 2976.758714 = -888859.750534
  nChanged 37
		SP:Iteration 26Q (53168.990000 sec): 3 clusters
  Score: Raw -891849.101190 + Penalty 2976.758714 = -888872.342476
  nChanged 29
		SP:Iteration 27Q (53169.250000 sec): 3 clusters
  Score: Raw -891855.901951 + Penalty 2976.758714 = -888879.143237
  nChanged 30
		SP:Iteration 28Q (53169.500000 sec): 3 clusters
  Score: Raw -891862.270869 + Penalty 2976.758714 = -888885.512155
  nChanged 27
		SP:Iteration 29Q (53169.740000 sec): 3 clusters
  Score: Raw -891867.741311 + Penalty 2976.758714 = -888890.982597
  nChanged 15
		SP:Iteration 30Q (53169.980000 sec): 3 clusters
  Score: Raw -891870.996446 + Penalty 2976.758714 = -888894.237731
  nChanged 12
		SP:Iteration 31Q (53170.210000 sec): 3 clusters
  Score: Raw -891873.324789 + Penalty 2976.758714 = -888896.566075
  nChanged 13
		SP:Iteration 32Q (53170.440000 sec): 3 clusters
  Score: Raw -891875.411703 + Penalty 2976.758714 = -888898.652989
  nChanged 11
		SP:Iteration 33Q (53170.640000 sec): 3 clusters
  Score: Raw -891877.914901 + Penalty 2976.758714 = -888901.156187
  nChanged 12
		SP:Iteration 34Q (53170.900000 sec): 3 clusters
  Score: Raw -891879.881177 + Penalty 2976.758714 = -888903.122463
  nChanged 13
		SP:Iteration 35Q (53171.140000 sec): 3 clusters
  Score: Raw -891882.868311 + Penalty 2976.758714 = -888906.109597
  nChanged 11
		SP:Iteration 36Q (53171.400000 sec): 3 clusters
  Score: Raw -891884.863702 + Penalty 2976.758714 = -888908.104988
  nChanged 9
		SP:Iteration 37Q (53171.650000 sec): 3 clusters
  Score: Raw -891886.684549 + Penalty 2976.758714 = -888909.925835
  nChanged 7
		SP:Iteration 38Q (53171.880000 sec): 3 clusters
  Score: Raw -891888.014666 + Penalty 2976.758714 = -888911.255952
  nChanged 5
		SP:Iteration 39Q (53172.140000 sec): 3 clusters
  Score: Raw -891889.238969 + Penalty 2976.758714 = -888912.480255
  nChanged 8
		SP:Iteration 40F (53172.410000 sec): 3 clusters
  Score: Raw -891891.234912 + Penalty 2976.758714 = -888914.476198
  nChanged 8
		SP:Iteration 41Q (53172.590000 sec): 3 clusters
  Score: Raw -891893.814349 + Penalty 2976.758714 = -888917.055635
  nChanged 11
		SP:Iteration 42Q (53172.860000 sec): 3 clusters
  Score: Raw -891896.188947 + Penalty 2976.758714 = -888919.430233
  nChanged 9
		SP:Iteration 43Q (53173.120000 sec): 3 clusters
  Score: Raw -891897.992028 + Penalty 2976.758714 = -888921.233314
  nChanged 12
		SP:Iteration 44Q (53173.310000 sec): 3 clusters
  Score: Raw -891901.251074 + Penalty 2976.758714 = -888924.492360
  nChanged 21
		SP:Iteration 45Q (53173.500000 sec): 3 clusters
  Score: Raw -891907.062951 + Penalty 2976.758714 = -888930.304237
  nChanged 19
		SP:Iteration 46Q (53173.700000 sec): 3 clusters
  Score: Raw -891911.191152 + Penalty 2976.758714 = -888934.432438
  nChanged 15
		SP:Iteration 47Q (53173.890000 sec): 3 clusters
  Score: Raw -891914.113017 + Penalty 2976.758714 = -888937.354303
  nChanged 9
		SP:Iteration 48Q (53174.070000 sec): 3 clusters
  Score: Raw -891915.564656 + Penalty 2976.758714 = -888938.805942
  nChanged 4
		SP:Iteration 49Q (53174.280000 sec): 3 clusters
  Score: Raw -891916.022229 + Penalty 2976.758714 = -888939.263515
  nChanged 1
		SP:Iteration 50Q (53174.580000 sec): 3 clusters
  Score: Raw -891916.314177 + Penalty 2976.758714 = -888939.555463
  nChanged 2
		SP:Iteration 51Q (53174.830000 sec): 3 clusters
  Score: Raw -891916.598503 + Penalty 2976.758714 = -888939.839789
  nChanged 2
		SP:Iteration 52Q (53175.090000 sec): 3 clusters
  Score: Raw -891917.139498 + Penalty 2976.758714 = -888940.380783
  nChanged 7
		SP:Iteration 53Q (53175.290000 sec): 3 clusters
  Score: Raw -891918.302255 + Penalty 2976.758714 = -888941.543541
  nChanged 3
		SP:Iteration 54Q (53175.570000 sec): 3 clusters
  Score: Raw -891918.896254 + Penalty 2976.758714 = -888942.137540
  nChanged 6
		SP:Iteration 55Q (53175.780000 sec): 3 clusters
  Score: Raw -891920.256945 + Penalty 2976.758714 = -888943.498231
  nChanged 3
		SP:Iteration 56Q (53176.030000 sec): 3 clusters
  Score: Raw -891920.856656 + Penalty 2976.758714 = -888944.097941
  nChanged 3
		SP:Iteration 57Q (53176.300000 sec): 3 clusters
  Score: Raw -891921.456550 + Penalty 2976.758714 = -888944.697836
  nChanged 4
		SP:Iteration 58Q (53176.550000 sec): 3 clusters
  Score: Raw -891922.342549 + Penalty 2976.758714 = -888945.583835
  nChanged 6
		SP:Iteration 59Q (53176.760000 sec): 3 clusters
  Score: Raw -891923.471571 + Penalty 2976.758714 = -888946.712857
  nChanged 8
		SP:Iteration 60F (53177.010000 sec): 3 clusters
  Score: Raw -891925.694954 + Penalty 2976.758714 = -888948.936240
  nChanged 9
		SP:Iteration 61Q (53177.210000 sec): 3 clusters
  Score: Raw -891928.419944 + Penalty 2976.758714 = -888951.661230
  nChanged 9
		SP:Iteration 62Q (53177.470000 sec): 3 clusters
  Score: Raw -891931.637110 + Penalty 2976.758714 = -888954.878396
  nChanged 9
		SP:Iteration 63Q (53177.680000 sec): 3 clusters
  Score: Raw -891934.088546 + Penalty 2976.758714 = -888957.329832
  nChanged 13
		SP:Iteration 64Q (53177.830000 sec): 3 clusters
  Score: Raw -891936.534416 + Penalty 2976.758714 = -888959.775702
  nChanged 11
		SP:Iteration 65Q (53178.030000 sec): 3 clusters
  Score: Raw -891938.933516 + Penalty 2976.758714 = -888962.174802
  nChanged 16
		SP:Iteration 66Q (53178.290000 sec): 3 clusters
  Score: Raw -891941.591762 + Penalty 2976.758714 = -888964.833047
  nChanged 8
		SP:Iteration 67Q (53178.430000 sec): 3 clusters
  Score: Raw -891942.964927 + Penalty 2976.758714 = -888966.206213
  nChanged 8
		SP:Iteration 68Q (53178.630000 sec): 3 clusters
  Score: Raw -891944.153549 + Penalty 2976.758714 = -888967.394835
  nChanged 7
		SP:Iteration 69Q (53178.870000 sec): 3 clusters
  Score: Raw -891945.803463 + Penalty 2976.758714 = -888969.044749
  nChanged 9
		SP:Iteration 70Q (53179.110000 sec): 3 clusters
  Score: Raw -891948.113344 + Penalty 2976.758714 = -888971.354630
  nChanged 8
		SP:Iteration 71Q (53179.250000 sec): 3 clusters
  Score: Raw -891949.967988 + Penalty 2976.758714 = -888973.209273
  nChanged 9
		SP:Iteration 72Q (53179.490000 sec): 3 clusters
  Score: Raw -891951.852550 + Penalty 2976.758714 = -888975.093836
  nChanged 13
		SP:Iteration 73Q (53179.740000 sec): 3 clusters
  Score: Raw -891954.874282 + Penalty 2976.758714 = -888978.115568
  nChanged 10
		SP:Iteration 74Q (53179.910000 sec): 3 clusters
  Score: Raw -891956.530493 + Penalty 2976.758714 = -888979.771779
  nChanged 10
		SP:Iteration 75Q (53180.070000 sec): 3 clusters
  Score: Raw -891958.568844 + Penalty 2976.758714 = -888981.810130
  nChanged 8
		SP:Iteration 76Q (53180.240000 sec): 3 clusters
  Score: Raw -891960.288825 + Penalty 2976.758714 = -888983.530111
  nChanged 8
		SP:Iteration 77Q (53180.410000 sec): 3 clusters
  Score: Raw -891961.952776 + Penalty 2976.758714 = -888985.194062
  nChanged 6
		SP:Iteration 78Q (53180.660000 sec): 3 clusters
  Score: Raw -891963.020198 + Penalty 2976.758714 = -888986.261484
  nChanged 2
		SP:Iteration 79Q (53180.910000 sec): 3 clusters
  Score: Raw -891963.360208 + Penalty 2976.758714 = -888986.601494
  nChanged 0
		SP:Iteration 80F (53181.110000 sec): 3 clusters
  Score: Raw -891963.360208 + Penalty 2976.758714 = -888986.601494
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53181.190000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53181.350000 sec): 3 clusters
  Score: Raw -146853.425972 + Penalty 2371.774692 = -144481.651280
  nChanged 476
		SP:Iteration 1F (53181.510000 sec): 3 clusters
  Score: Raw -147276.641489 + Penalty 2371.774692 = -144904.866797
  nChanged 135
		SP:Iteration 2F (53181.670000 sec): 3 clusters
  Score: Raw -147450.248364 + Penalty 2371.774692 = -145078.473672
  nChanged 90
		SP:Iteration 3F (53181.830000 sec): 3 clusters
  Score: Raw -147570.667319 + Penalty 2371.774692 = -145198.892627
  nChanged 75
		SP:Iteration 4F (53181.990000 sec): 3 clusters
  Score: Raw -147664.660138 + Penalty 2371.774692 = -145292.885446
  nChanged 65
		SP:Iteration 5Q (53182.150000 sec): 3 clusters
  Score: Raw -147737.780453 + Penalty 2371.774692 = -145366.005761
  nChanged 46
		SP:Iteration 6Q (53182.310000 sec): 3 clusters
  Score: Raw -147789.685415 + Penalty 2371.774692 = -145417.910723
  nChanged 34
		SP:Iteration 7Q (53182.470000 sec): 3 clusters
  Score: Raw -147821.837748 + Penalty 2371.774692 = -145450.063056
  nChanged 22
		SP:Iteration 8Q (53182.630000 sec): 3 clusters
  Score: Raw -147841.070050 + Penalty 2371.774692 = -145469.295359
  nChanged 17
		SP:Iteration 9Q (53182.790000 sec): 3 clusters
  Score: Raw -147856.079681 + Penalty 2371.774692 = -145484.304989
  nChanged 18
		SP:Iteration 10Q (53182.950000 sec): 3 clusters
  Score: Raw -147870.952797 + Penalty 2371.774692 = -145499.178105
  nChanged 11
		SP:Iteration 11Q (53183.110000 sec): 3 clusters
  Score: Raw -147883.107925 + Penalty 2371.774692 = -145511.333233
  nChanged 10
		SP:Iteration 12Q (53183.270000 sec): 3 clusters
  Score: Raw -147894.163777 + Penalty 2371.774692 = -145522.389085
  nChanged 5
		SP:Iteration 13Q (53183.430000 sec): 3 clusters
  Score: Raw -147900.211983 + Penalty 2371.774692 = -145528.437291
  nChanged 5
		SP:Iteration 14Q (53183.590000 sec): 3 clusters
  Score: Raw -147903.846347 + Penalty 2371.774692 = -145532.071655
  nChanged 1
		SP:Iteration 15Q (53183.750000 sec): 3 clusters
  Score: Raw -147906.023986 + Penalty 2371.774692 = -145534.249294
  nChanged 5
		SP:Iteration 16Q (53183.950000 sec): 3 clusters
  Score: Raw -147911.705703 + Penalty 2371.774692 = -145539.931011
  nChanged 5
		SP:Iteration 17Q (53184.100000 sec): 3 clusters
  Score: Raw -147914.531848 + Penalty 2371.774692 = -145542.757156
  nChanged 2
		SP:Iteration 18Q (53184.250000 sec): 3 clusters
  Score: Raw -147915.973226 + Penalty 2371.774692 = -145544.198534
  nChanged 2
		SP:Iteration 19Q (53184.410000 sec): 3 clusters
  Score: Raw -147917.592357 + Penalty 2371.774692 = -145545.817665
  nChanged 0
		SP:Iteration 20F (53184.570000 sec): 3 clusters
  Score: Raw -147917.592357 + Penalty 2371.774692 = -145545.817665
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53184.660000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53184.820000 sec): 3 clusters
  Score: Raw -285356.669471 + Penalty 2573.080896 = -282783.588575
  nChanged 990
		SP:Iteration 1F (53184.980000 sec): 3 clusters
  Score: Raw -285934.770112 + Penalty 2573.080896 = -283361.689216
  nChanged 222
		SP:Iteration 2F (53185.130000 sec): 3 clusters
  Score: Raw -286076.457755 + Penalty 2573.080896 = -283503.376858
  nChanged 134
		SP:Iteration 3Q (53185.290000 sec): 3 clusters
  Score: Raw -286144.472422 + Penalty 2573.080896 = -283571.391525
  nChanged 66
		SP:Iteration 4Q (53185.450000 sec): 3 clusters
  Score: Raw -286179.083525 + Penalty 2573.080896 = -283606.002628
  nChanged 73
		SP:Iteration 5Q (53185.610000 sec): 3 clusters
  Score: Raw -286214.083339 + Penalty 2573.080896 = -283641.002443
  nChanged 54
		SP:Iteration 6Q (53185.770000 sec): 3 clusters
  Score: Raw -286241.476708 + Penalty 2573.080896 = -283668.395812
  nChanged 58
		SP:Iteration 7Q (53185.920000 sec): 3 clusters
  Score: Raw -286270.928772 + Penalty 2573.080896 = -283697.847875
  nChanged 59
		SP:Iteration 8Q (53186.080000 sec): 3 clusters
  Score: Raw -286298.670122 + Penalty 2573.080896 = -283725.589225
  nChanged 46
		SP:Iteration 9Q (53186.240000 sec): 3 clusters
  Score: Raw -286318.419319 + Penalty 2573.080896 = -283745.338423
  nChanged 45
		SP:Iteration 10Q (53186.400000 sec): 3 clusters
  Score: Raw -286340.584011 + Penalty 2573.080896 = -283767.503115
  nChanged 40
		SP:Iteration 11Q (53186.560000 sec): 3 clusters
  Score: Raw -286362.441430 + Penalty 2573.080896 = -283789.360534
  nChanged 37
		SP:Iteration 12Q (53186.720000 sec): 3 clusters
  Score: Raw -286382.785860 + Penalty 2573.080896 = -283809.704964
  nChanged 39
		SP:Iteration 13Q (53186.880000 sec): 3 clusters
  Score: Raw -286401.774436 + Penalty 2573.080896 = -283828.693539
  nChanged 27
		SP:Iteration 14Q (53187.040000 sec): 3 clusters
  Score: Raw -286413.056788 + Penalty 2573.080896 = -283839.975891
  nChanged 31
		SP:Iteration 15Q (53187.200000 sec): 3 clusters
  Score: Raw -286426.517418 + Penalty 2573.080896 = -283853.436521
  nChanged 34
		SP:Iteration 16Q (53187.360000 sec): 3 clusters
  Score: Raw -286440.898701 + Penalty 2573.080896 = -283867.817805
  nChanged 32
		SP:Iteration 17Q (53187.520000 sec): 3 clusters
  Score: Raw -286455.167890 + Penalty 2573.080896 = -283882.086994
  nChanged 31
		SP:Iteration 18Q (53187.680000 sec): 3 clusters
  Score: Raw -286466.657163 + Penalty 2573.080896 = -283893.576267
  nChanged 24
		SP:Iteration 19Q (53187.840000 sec): 3 clusters
  Score: Raw -286475.985046 + Penalty 2573.080896 = -283902.904150
  nChanged 19
		SP:Iteration 20F (53188.000000 sec): 3 clusters
  Score: Raw -286483.226512 + Penalty 2573.080896 = -283910.145615
  nChanged 20
		SP:Iteration 21Q (53188.160000 sec): 3 clusters
  Score: Raw -286491.592914 + Penalty 2573.080896 = -283918.512018
  nChanged 15
		SP:Iteration 22Q (53188.320000 sec): 3 clusters
  Score: Raw -286496.594747 + Penalty 2573.080896 = -283923.513851
  nChanged 10
		SP:Iteration 23Q (53188.480000 sec): 3 clusters
  Score: Raw -286499.530378 + Penalty 2573.080896 = -283926.449482
  nChanged 8
		SP:Iteration 24Q (53188.640000 sec): 3 clusters
  Score: Raw -286501.699296 + Penalty 2573.080896 = -283928.618400
  nChanged 9
		SP:Iteration 25Q (53188.800000 sec): 3 clusters
  Score: Raw -286504.928148 + Penalty 2573.080896 = -283931.847252
  nChanged 11
		SP:Iteration 26Q (53188.960000 sec): 3 clusters
  Score: Raw -286511.763714 + Penalty 2573.080896 = -283938.682818
  nChanged 14
		SP:Iteration 27Q (53189.120000 sec): 3 clusters
  Score: Raw -286518.685388 + Penalty 2573.080896 = -283945.604492
  nChanged 22
		SP:Iteration 28Q (53189.280000 sec): 3 clusters
  Score: Raw -286529.663174 + Penalty 2573.080896 = -283956.582278
  nChanged 23
		SP:Iteration 29Q (53189.440000 sec): 3 clusters
  Score: Raw -286540.469899 + Penalty 2573.080896 = -283967.389002
  nChanged 28
		SP:Iteration 30Q (53189.600000 sec): 3 clusters
  Score: Raw -286559.175724 + Penalty 2573.080896 = -283986.094828
  nChanged 42
		SP:Iteration 31Q (53189.760000 sec): 3 clusters
  Score: Raw -286582.952725 + Penalty 2573.080896 = -284009.871829
  nChanged 37
		SP:Iteration 32Q (53189.920000 sec): 3 clusters
  Score: Raw -286601.779670 + Penalty 2573.080896 = -284028.698773
  nChanged 38
		SP:Iteration 33Q (53190.080000 sec): 3 clusters
  Score: Raw -286620.552268 + Penalty 2573.080896 = -284047.471371
  nChanged 26
		SP:Iteration 34Q (53190.240000 sec): 3 clusters
  Score: Raw -286633.617910 + Penalty 2573.080896 = -284060.537014
  nChanged 27
		SP:Iteration 35Q (53190.400000 sec): 3 clusters
  Score: Raw -286649.302282 + Penalty 2573.080896 = -284076.221386
  nChanged 29
		SP:Iteration 36Q (53190.560000 sec): 3 clusters
  Score: Raw -286668.948909 + Penalty 2573.080896 = -284095.868012
  nChanged 29
		SP:Iteration 37Q (53190.720000 sec): 3 clusters
  Score: Raw -286684.857314 + Penalty 2573.080896 = -284111.776417
  nChanged 22
		SP:Iteration 38Q (53190.880000 sec): 3 clusters
  Score: Raw -286696.464607 + Penalty 2573.080896 = -284123.383710
  nChanged 24
		SP:Iteration 39Q (53191.040000 sec): 3 clusters
  Score: Raw -286716.212672 + Penalty 2573.080896 = -284143.131775
  nChanged 33
		SP:Iteration 40F (53191.200000 sec): 3 clusters
  Score: Raw -286736.920444 + Penalty 2573.080896 = -284163.839547
  nChanged 27
		SP:Iteration 41Q (53191.360000 sec): 3 clusters
  Score: Raw -286755.698174 + Penalty 2573.080896 = -284182.617278
  nChanged 21
		SP:Iteration 42Q (53191.520000 sec): 3 clusters
  Score: Raw -286766.561416 + Penalty 2573.080896 = -284193.480520
  nChanged 19
		SP:Iteration 43Q (53191.680000 sec): 3 clusters
  Score: Raw -286779.521424 + Penalty 2573.080896 = -284206.440527
  nChanged 26
		SP:Iteration 44Q (53191.840000 sec): 3 clusters
  Score: Raw -286796.181628 + Penalty 2573.080896 = -284223.100731
  nChanged 27
		SP:Iteration 45Q (53192.000000 sec): 3 clusters
  Score: Raw -286813.754373 + Penalty 2573.080896 = -284240.673477
  nChanged 21
		SP:Iteration 46Q (53192.190000 sec): 3 clusters
  Score: Raw -286826.032570 + Penalty 2573.080896 = -284252.951673
  nChanged 15
		SP:Iteration 47Q (53192.400000 sec): 3 clusters
  Score: Raw -286833.647897 + Penalty 2573.080896 = -284260.567000
  nChanged 17
		SP:Iteration 48Q (53192.610000 sec): 3 clusters
  Score: Raw -286846.209125 + Penalty 2573.080896 = -284273.128228
  nChanged 18
		SP:Iteration 49Q (53192.810000 sec): 3 clusters
  Score: Raw -286855.270367 + Penalty 2573.080896 = -284282.189470
  nChanged 15
		SP:Iteration 50Q (53193.030000 sec): 3 clusters
  Score: Raw -286863.075171 + Penalty 2573.080896 = -284289.994275
  nChanged 20
		SP:Iteration 51Q (53193.210000 sec): 3 clusters
  Score: Raw -286872.789549 + Penalty 2573.080896 = -284299.708653
  nChanged 16
		SP:Iteration 52Q (53193.330000 sec): 3 clusters
  Score: Raw -286882.988542 + Penalty 2573.080896 = -284309.907646
  nChanged 19
		SP:Iteration 53Q (53193.570000 sec): 3 clusters
  Score: Raw -286892.547968 + Penalty 2573.080896 = -284319.467072
  nChanged 9
		SP:Iteration 54Q (53193.780000 sec): 3 clusters
  Score: Raw -286899.234250 + Penalty 2573.080896 = -284326.153354
  nChanged 16
		SP:Iteration 55Q (53193.980000 sec): 3 clusters
  Score: Raw -286910.271501 + Penalty 2573.080896 = -284337.190605
  nChanged 21
		SP:Iteration 56Q (53194.210000 sec): 3 clusters
  Score: Raw -286921.596053 + Penalty 2573.080896 = -284348.515157
  nChanged 15
		SP:Iteration 57Q (53194.450000 sec): 3 clusters
  Score: Raw -286927.794434 + Penalty 2573.080896 = -284354.713538
  nChanged 12
		SP:Iteration 58Q (53194.650000 sec): 3 clusters
  Score: Raw -286932.563537 + Penalty 2573.080896 = -284359.482641
  nChanged 7
		SP:Iteration 59Q (53194.870000 sec): 3 clusters
  Score: Raw -286934.563118 + Penalty 2573.080896 = -284361.482221
  nChanged 5
		SP:Iteration 60F (53195.030000 sec): 3 clusters
  Score: Raw -286937.741638 + Penalty 2573.080896 = -284364.660742
  nChanged 8
		SP:Iteration 61Q (53195.150000 sec): 3 clusters
  Score: Raw -286941.505167 + Penalty 2573.080896 = -284368.424271
  nChanged 5
		SP:Iteration 62Q (53195.290000 sec): 3 clusters
  Score: Raw -286943.453043 + Penalty 2573.080896 = -284370.372146
  nChanged 4
		SP:Iteration 63Q (53195.500000 sec): 3 clusters
  Score: Raw -286945.354266 + Penalty 2573.080896 = -284372.273370
  nChanged 3
		SP:Iteration 64Q (53195.710000 sec): 3 clusters
  Score: Raw -286946.995631 + Penalty 2573.080896 = -284373.914735
  nChanged 4
		SP:Iteration 65Q (53195.900000 sec): 3 clusters
  Score: Raw -286948.684473 + Penalty 2573.080896 = -284375.603577
  nChanged 2
		SP:Iteration 66Q (53196.060000 sec): 3 clusters
  Score: Raw -286949.462360 + Penalty 2573.080896 = -284376.381464
  nChanged 2
		SP:Iteration 67Q (53196.210000 sec): 3 clusters
  Score: Raw -286949.876966 + Penalty 2573.080896 = -284376.796070
  nChanged 1
		SP:Iteration 68Q (53196.370000 sec): 3 clusters
  Score: Raw -286950.126576 + Penalty 2573.080896 = -284377.045680
  nChanged 1
		SP:Iteration 69Q (53196.530000 sec): 3 clusters
  Score: Raw -286950.594027 + Penalty 2573.080896 = -284377.513131
  nChanged 4
		SP:Iteration 70Q (53196.710000 sec): 3 clusters
  Score: Raw -286952.706073 + Penalty 2573.080896 = -284379.625176
  nChanged 3
		SP:Iteration 71Q (53196.910000 sec): 3 clusters
  Score: Raw -286953.994638 + Penalty 2573.080896 = -284380.913742
  nChanged 4
		SP:Iteration 72Q (53197.110000 sec): 3 clusters
  Score: Raw -286956.378177 + Penalty 2573.080896 = -284383.297280
  nChanged 8
		SP:Iteration 73Q (53197.330000 sec): 3 clusters
  Score: Raw -286961.551041 + Penalty 2573.080896 = -284388.470144
  nChanged 3
		SP:Iteration 74Q (53197.560000 sec): 3 clusters
  Score: Raw -286962.369657 + Penalty 2573.080896 = -284389.288761
  nChanged 1
		SP:Iteration 75Q (53197.740000 sec): 3 clusters
  Score: Raw -286962.742944 + Penalty 2573.080896 = -284389.662048
  nChanged 1
		SP:Iteration 76Q (53197.880000 sec): 3 clusters
  Score: Raw -286963.156497 + Penalty 2573.080896 = -284390.075600
  nChanged 1
		SP:Iteration 77Q (53198.070000 sec): 3 clusters
  Score: Raw -286963.993490 + Penalty 2573.080896 = -284390.912594
  nChanged 1
		SP:Iteration 78Q (53198.260000 sec): 3 clusters
  Score: Raw -286964.474085 + Penalty 2573.080896 = -284391.393189
  nChanged 1
		SP:Iteration 79Q (53198.440000 sec): 3 clusters
  Score: Raw -286964.591221 + Penalty 2573.080896 = -284391.510325
  nChanged 1
		SP:Iteration 80F (53198.690000 sec): 3 clusters
  Score: Raw -286965.066587 + Penalty 2573.080896 = -284391.985691
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53198.800000 sec): 2 clusters
  Score: Raw -646445.366269 + Penalty 1419.705618 = -645025.660651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53199.060000 sec): 3 clusters
  Score: Raw -643067.697533 + Penalty 2839.411235 = -640228.286297
  nChanged 2622
		SP:Iteration 1F (53199.320000 sec): 3 clusters
  Score: Raw -644413.092733 + Penalty 2839.411235 = -641573.681498
  nChanged 421
		SP:Iteration 2F (53199.560000 sec): 3 clusters
  Score: Raw -644667.153696 + Penalty 2839.411235 = -641827.742461
  nChanged 383
		SP:Iteration 3F (53199.780000 sec): 3 clusters
  Score: Raw -644901.548831 + Penalty 2839.411235 = -642062.137595
  nChanged 338
		SP:Iteration 4F (53200.000000 sec): 3 clusters
  Score: Raw -645107.364586 + Penalty 2839.411235 = -642267.953351
  nChanged 308
		SP:Iteration 5Q (53200.210000 sec): 3 clusters
  Score: Raw -645294.206178 + Penalty 2839.411235 = -642454.794943
  nChanged 293
		SP:Iteration 6Q (53200.410000 sec): 3 clusters
  Score: Raw -645498.045564 + Penalty 2839.411235 = -642658.634328
  nChanged 295
		SP:Iteration 7Q (53200.590000 sec): 3 clusters
  Score: Raw -645699.321633 + Penalty 2839.411235 = -642859.910397
  nChanged 297
		SP:Iteration 8Q (53200.820000 sec): 3 clusters
  Score: Raw -645894.981124 + Penalty 2839.411235 = -643055.569888
  nChanged 242
		SP:Iteration 9Q (53201.020000 sec): 3 clusters
  Score: Raw -646052.800652 + Penalty 2839.411235 = -643213.389417
  nChanged 209
		SP:Iteration 10Q (53201.240000 sec): 3 clusters
  Score: Raw -646193.503056 + Penalty 2839.411235 = -643354.091820
  nChanged 183
		SP:Iteration 11Q (53201.450000 sec): 3 clusters
  Score: Raw -646325.407121 + Penalty 2839.411235 = -643485.995886
  nChanged 146
		SP:Iteration 12Q (53201.670000 sec): 3 clusters
  Score: Raw -646421.908798 + Penalty 2839.411235 = -643582.497562
  nChanged 117
		SP:Iteration 13Q (53201.860000 sec): 3 clusters
  Score: Raw -646504.503670 + Penalty 2839.411235 = -643665.092435
  nChanged 96
		SP:Iteration 14Q (53202.080000 sec): 3 clusters
  Score: Raw -646574.089501 + Penalty 2839.411235 = -643734.678266
  nChanged 85
		SP:Iteration 15Q (53202.270000 sec): 3 clusters
  Score: Raw -646621.947748 + Penalty 2839.411235 = -643782.536513
  nChanged 53
		SP:Iteration 16Q (53202.420000 sec): 3 clusters
  Score: Raw -646649.491153 + Penalty 2839.411235 = -643810.079918
  nChanged 37
		SP:Iteration 17Q (53202.600000 sec): 3 clusters
  Score: Raw -646669.798032 + Penalty 2839.411235 = -643830.386796
  nChanged 26
		SP:Iteration 18Q (53202.810000 sec): 3 clusters
  Score: Raw -646685.878165 + Penalty 2839.411235 = -643846.466930
  nChanged 26
		SP:Iteration 19Q (53203.060000 sec): 3 clusters
  Score: Raw -646696.989978 + Penalty 2839.411235 = -643857.578743
  nChanged 15
		SP:Iteration 20F (53203.300000 sec): 3 clusters
  Score: Raw -646701.777051 + Penalty 2839.411235 = -643862.365816
  nChanged 8
		SP:Iteration 21Q (53203.570000 sec): 3 clusters
  Score: Raw -646705.548901 + Penalty 2839.411235 = -643866.137666
  nChanged 17
		SP:Iteration 22Q (53203.780000 sec): 3 clusters
  Score: Raw -646716.741134 + Penalty 2839.411235 = -643877.329899
  nChanged 22
		SP:Iteration 23Q (53203.970000 sec): 3 clusters
  Score: Raw -646728.890585 + Penalty 2839.411235 = -643889.479350
  nChanged 12
		SP:Iteration 24Q (53204.160000 sec): 3 clusters
  Score: Raw -646735.336733 + Penalty 2839.411235 = -643895.925498
  nChanged 10
		SP:Iteration 25Q (53204.340000 sec): 3 clusters
  Score: Raw -646740.436531 + Penalty 2839.411235 = -643901.025295
  nChanged 8
		SP:Iteration 26Q (53204.500000 sec): 3 clusters
  Score: Raw -646743.630430 + Penalty 2839.411235 = -643904.219195
  nChanged 5
		SP:Iteration 27Q (53204.750000 sec): 3 clusters
  Score: Raw -646745.219691 + Penalty 2839.411235 = -643905.808455
  nChanged 4
		SP:Iteration 28Q (53205.000000 sec): 3 clusters
  Score: Raw -646746.468410 + Penalty 2839.411235 = -643907.057175
  nChanged 3
		SP:Iteration 29Q (53205.280000 sec): 3 clusters
  Score: Raw -646747.479677 + Penalty 2839.411235 = -643908.068442
  nChanged 2
		SP:Iteration 30Q (53205.460000 sec): 3 clusters
  Score: Raw -646747.949492 + Penalty 2839.411235 = -643908.538256
  nChanged 1
		SP:Iteration 31Q (53205.720000 sec): 3 clusters
  Score: Raw -646748.333316 + Penalty 2839.411235 = -643908.922080
  nChanged 1
		SP:Iteration 32Q (53205.930000 sec): 3 clusters
  Score: Raw -646748.656677 + Penalty 2839.411235 = -643909.245442
  nChanged 1
		SP:Iteration 33Q (53206.140000 sec): 3 clusters
  Score: Raw -646748.889481 + Penalty 2839.411235 = -643909.478246
  nChanged 1
		SP:Iteration 34Q (53206.350000 sec): 3 clusters
  Score: Raw -646749.097524 + Penalty 2839.411235 = -643909.686288
  nChanged 0
		SP:Iteration 35F (53206.590000 sec): 3 clusters
  Score: Raw -646749.097524 + Penalty 2839.411235 = -643909.686288
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53206.680000 sec): 2 clusters
  Score: Raw -180915.742965 + Penalty 1210.354252 = -179705.388713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53206.880000 sec): 3 clusters
  Score: Raw -180190.581001 + Penalty 2420.708505 = -177769.872496
  nChanged 582
		SP:Iteration 1F (53207.010000 sec): 3 clusters
  Score: Raw -180582.138221 + Penalty 2420.708505 = -178161.429716
  nChanged 132
		SP:Iteration 2F (53207.220000 sec): 3 clusters
  Score: Raw -180687.051518 + Penalty 2420.708505 = -178266.343013
  nChanged 78
		SP:Iteration 3Q (53207.410000 sec): 3 clusters
  Score: Raw -180739.642233 + Penalty 2420.708505 = -178318.933728
  nChanged 65
		SP:Iteration 4Q (53207.530000 sec): 3 clusters
  Score: Raw -180781.239771 + Penalty 2420.708505 = -178360.531266
  nChanged 43
		SP:Iteration 5Q (53207.710000 sec): 3 clusters
  Score: Raw -180808.982223 + Penalty 2420.708505 = -178388.273719
  nChanged 26
		SP:Iteration 6Q (53207.840000 sec): 3 clusters
  Score: Raw -180826.702592 + Penalty 2420.708505 = -178405.994087
  nChanged 21
		SP:Iteration 7Q (53208.030000 sec): 3 clusters
  Score: Raw -180837.373886 + Penalty 2420.708505 = -178416.665381
  nChanged 13
		SP:Iteration 8Q (53208.260000 sec): 3 clusters
  Score: Raw -180842.385224 + Penalty 2420.708505 = -178421.676719
  nChanged 8
		SP:Iteration 9Q (53208.460000 sec): 3 clusters
  Score: Raw -180847.124606 + Penalty 2420.708505 = -178426.416101
  nChanged 13
		SP:Iteration 10Q (53208.590000 sec): 3 clusters
  Score: Raw -180855.160923 + Penalty 2420.708505 = -178434.452418
  nChanged 6
		SP:Iteration 11Q (53208.780000 sec): 3 clusters
  Score: Raw -180858.101385 + Penalty 2420.708505 = -178437.392880
  nChanged 5
		SP:Iteration 12Q (53208.970000 sec): 3 clusters
  Score: Raw -180860.773026 + Penalty 2420.708505 = -178440.064521
  nChanged 6
		SP:Iteration 13Q (53209.160000 sec): 3 clusters
  Score: Raw -180863.041179 + Penalty 2420.708505 = -178442.332674
  nChanged 4
		SP:Iteration 14Q (53209.280000 sec): 3 clusters
  Score: Raw -180864.773702 + Penalty 2420.708505 = -178444.065197
  nChanged 3
		SP:Iteration 15Q (53209.510000 sec): 3 clusters
  Score: Raw -180866.194146 + Penalty 2420.708505 = -178445.485641
  nChanged 3
		SP:Iteration 16Q (53209.640000 sec): 3 clusters
  Score: Raw -180867.898042 + Penalty 2420.708505 = -178447.189537
  nChanged 3
		SP:Iteration 17Q (53209.840000 sec): 3 clusters
  Score: Raw -180868.892173 + Penalty 2420.708505 = -178448.183668
  nChanged 1
		SP:Iteration 18Q (53209.990000 sec): 3 clusters
  Score: Raw -180869.091695 + Penalty 2420.708505 = -178448.383191
  nChanged 1
		SP:Iteration 19Q (53210.170000 sec): 3 clusters
  Score: Raw -180869.691009 + Penalty 2420.708505 = -178448.982505
  nChanged 1
		SP:Iteration 20F (53210.370000 sec): 3 clusters
  Score: Raw -180870.417496 + Penalty 2420.708505 = -178449.708991
  nChanged 2
		SP:Iteration 21Q (53210.530000 sec): 3 clusters
  Score: Raw -180871.518885 + Penalty 2420.708505 = -178450.810380
  nChanged 3
		SP:Iteration 22Q (53210.710000 sec): 3 clusters
  Score: Raw -180872.560128 + Penalty 2420.708505 = -178451.851623
  nChanged 1
		SP:Iteration 23Q (53210.880000 sec): 3 clusters
  Score: Raw -180872.711924 + Penalty 2420.708505 = -178452.003419
  nChanged 0
		SP:Iteration 24F (53211.050000 sec): 3 clusters
  Score: Raw -180872.711924 + Penalty 2420.708505 = -178452.003419
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53211.190000 sec): 2 clusters
  Score: Raw -620302.755289 + Penalty 1419.653417 = -618883.101872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53211.430000 sec): 3 clusters
  Score: Raw -617001.407358 + Penalty 2839.306834 = -614162.100523
  nChanged 2596
		SP:Iteration 1F (53211.580000 sec): 3 clusters
  Score: Raw -618445.800405 + Penalty 2839.306834 = -615606.493570
  nChanged 432
		SP:Iteration 2F (53211.850000 sec): 3 clusters
  Score: Raw -618676.834615 + Penalty 2839.306834 = -615837.527781
  nChanged 357
		SP:Iteration 3F (53212.050000 sec): 3 clusters
  Score: Raw -618877.783205 + Penalty 2839.306834 = -616038.476371
  nChanged 336
		SP:Iteration 4F (53212.250000 sec): 3 clusters
  Score: Raw -619084.251748 + Penalty 2839.306834 = -616244.944913
  nChanged 325
		SP:Iteration 5F (53212.470000 sec): 3 clusters
  Score: Raw -619322.996476 + Penalty 2839.306834 = -616483.689641
  nChanged 359
		SP:Iteration 6F (53212.680000 sec): 3 clusters
  Score: Raw -619571.688687 + Penalty 2839.306834 = -616732.381853
  nChanged 345
		SP:Iteration 7F (53212.830000 sec): 3 clusters
  Score: Raw -619817.683934 + Penalty 2839.306834 = -616978.377099
  nChanged 309
		SP:Iteration 8Q (53213.010000 sec): 3 clusters
  Score: Raw -620033.575388 + Penalty 2839.306834 = -617194.268554
  nChanged 290
		SP:Iteration 9Q (53213.210000 sec): 3 clusters
  Score: Raw -620242.289560 + Penalty 2839.306834 = -617402.982726
  nChanged 234
		SP:Iteration 10Q (53213.380000 sec): 3 clusters
  Score: Raw -620397.522900 + Penalty 2839.306834 = -617558.216066
  nChanged 185
		SP:Iteration 11Q (53213.550000 sec): 3 clusters
  Score: Raw -620524.571857 + Penalty 2839.306834 = -617685.265023
  nChanged 161
		SP:Iteration 12Q (53213.700000 sec): 3 clusters
  Score: Raw -620623.769367 + Penalty 2839.306834 = -617784.462532
  nChanged 120
		SP:Iteration 13Q (53213.880000 sec): 3 clusters
  Score: Raw -620698.586013 + Penalty 2839.306834 = -617859.279178
  nChanged 98
		SP:Iteration 14Q (53214.050000 sec): 3 clusters
  Score: Raw -620757.678711 + Penalty 2839.306834 = -617918.371877
  nChanged 78
		SP:Iteration 15Q (53214.250000 sec): 3 clusters
  Score: Raw -620796.348181 + Penalty 2839.306834 = -617957.041347
  nChanged 72
		SP:Iteration 16Q (53214.460000 sec): 3 clusters
  Score: Raw -620830.693107 + Penalty 2839.306834 = -617991.386273
  nChanged 52
		SP:Iteration 17Q (53214.630000 sec): 3 clusters
  Score: Raw -620854.148626 + Penalty 2839.306834 = -618014.841791
  nChanged 40
		SP:Iteration 18Q (53214.820000 sec): 3 clusters
  Score: Raw -620870.054690 + Penalty 2839.306834 = -618030.747856
  nChanged 37
		SP:Iteration 19Q (53215.010000 sec): 3 clusters
  Score: Raw -620885.975589 + Penalty 2839.306834 = -618046.668755
  nChanged 34
		SP:Iteration 20F (53215.170000 sec): 3 clusters
  Score: Raw -620902.279021 + Penalty 2839.306834 = -618062.972186
  nChanged 28
		SP:Iteration 21Q (53215.330000 sec): 3 clusters
  Score: Raw -620913.157791 + Penalty 2839.306834 = -618073.850957
  nChanged 30
		SP:Iteration 22Q (53215.550000 sec): 3 clusters
  Score: Raw -620923.698281 + Penalty 2839.306834 = -618084.391446
  nChanged 12
		SP:Iteration 23Q (53215.750000 sec): 3 clusters
  Score: Raw -620928.974540 + Penalty 2839.306834 = -618089.667705
  nChanged 12
		SP:Iteration 24Q (53215.930000 sec): 3 clusters
  Score: Raw -620933.857489 + Penalty 2839.306834 = -618094.550655
  nChanged 13
		SP:Iteration 25Q (53216.170000 sec): 3 clusters
  Score: Raw -620939.081966 + Penalty 2839.306834 = -618099.775132
  nChanged 8
		SP:Iteration 26Q (53216.400000 sec): 3 clusters
  Score: Raw -620942.638771 + Penalty 2839.306834 = -618103.331936
  nChanged 4
		SP:Iteration 27Q (53216.610000 sec): 3 clusters
  Score: Raw -620943.703018 + Penalty 2839.306834 = -618104.396184
  nChanged 4
		SP:Iteration 28Q (53216.770000 sec): 3 clusters
  Score: Raw -620944.884445 + Penalty 2839.306834 = -618105.577611
  nChanged 6
		SP:Iteration 29Q (53217.000000 sec): 3 clusters
  Score: Raw -620946.333620 + Penalty 2839.306834 = -618107.026786
  nChanged 3
		SP:Iteration 30Q (53217.220000 sec): 3 clusters
  Score: Raw -620947.234804 + Penalty 2839.306834 = -618107.927969
  nChanged 4
		SP:Iteration 31Q (53217.430000 sec): 3 clusters
  Score: Raw -620948.054571 + Penalty 2839.306834 = -618108.747737
  nChanged 8
		SP:Iteration 32Q (53217.650000 sec): 3 clusters
  Score: Raw -620951.092899 + Penalty 2839.306834 = -618111.786064
  nChanged 10
		SP:Iteration 33Q (53217.820000 sec): 3 clusters
  Score: Raw -620954.790291 + Penalty 2839.306834 = -618115.483457
  nChanged 5
		SP:Iteration 34Q (53218.080000 sec): 3 clusters
  Score: Raw -620956.210746 + Penalty 2839.306834 = -618116.903911
  nChanged 4
		SP:Iteration 35Q (53218.270000 sec): 3 clusters
  Score: Raw -620958.939650 + Penalty 2839.306834 = -618119.632816
  nChanged 5
		SP:Iteration 36Q (53218.480000 sec): 3 clusters
  Score: Raw -620961.914496 + Penalty 2839.306834 = -618122.607662
  nChanged 4
		SP:Iteration 37Q (53218.700000 sec): 3 clusters
  Score: Raw -620963.382132 + Penalty 2839.306834 = -618124.075298
  nChanged 1
		SP:Iteration 38Q (53218.880000 sec): 3 clusters
  Score: Raw -620963.781150 + Penalty 2839.306834 = -618124.474316
  nChanged 0
		SP:Iteration 39F (53219.080000 sec): 3 clusters
  Score: Raw -620963.781150 + Penalty 2839.306834 = -618124.474316
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53219.320000 sec): 2 clusters
  Score: Raw -2307116.710481 + Penalty 1630.030489 = -2305486.679992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53219.650000 sec): 3 clusters
  Score: Raw -2293429.943521 + Penalty 3260.060979 = -2290169.882542
  nChanged 10319
		SP:Iteration 1F (53219.900000 sec): 3 clusters
  Score: Raw -2299196.196136 + Penalty 3260.060979 = -2295936.135157
  nChanged 1111
		SP:Iteration 2Q (53220.230000 sec): 3 clusters
  Score: Raw -2299590.675223 + Penalty 3260.060979 = -2296330.614244
  nChanged 1029
		SP:Iteration 3Q (53220.510000 sec): 3 clusters
  Score: Raw -2299983.351788 + Penalty 3260.060979 = -2296723.290809
  nChanged 1051
		SP:Iteration 4Q (53220.840000 sec): 3 clusters
  Score: Raw -2300469.272897 + Penalty 3260.060979 = -2297209.211918
  nChanged 1220
		SP:Iteration 5F (53221.220000 sec): 3 clusters
  Score: Raw -2301191.955468 + Penalty 3260.060979 = -2297931.894489
  nChanged 1409
		SP:Iteration 6F (53221.480000 sec): 3 clusters
  Score: Raw -2302209.994768 + Penalty 3260.060979 = -2298949.933790
  nChanged 1537
		SP:Iteration 7F (53221.790000 sec): 3 clusters
  Score: Raw -2303455.062500 + Penalty 3260.060979 = -2300195.001522
  nChanged 1389
		SP:Iteration 8F (53222.150000 sec): 3 clusters
  Score: Raw -2304670.643580 + Penalty 3260.060979 = -2301410.582601
  nChanged 1172
		SP:Iteration 9F (53222.460000 sec): 3 clusters
  Score: Raw -2305738.673537 + Penalty 3260.060979 = -2302478.612558
  nChanged 791
		SP:Iteration 10Q (53222.770000 sec): 3 clusters
  Score: Raw -2306436.298928 + Penalty 3260.060979 = -2303176.237949
  nChanged 470
		SP:Iteration 11Q (53223.010000 sec): 3 clusters
  Score: Raw -2306823.266212 + Penalty 3260.060979 = -2303563.205233
  nChanged 268
		SP:Iteration 12Q (53223.310000 sec): 3 clusters
  Score: Raw -2307054.453928 + Penalty 3260.060979 = -2303794.392950
  nChanged 134
		SP:Iteration 13Q (53223.590000 sec): 3 clusters
  Score: Raw -2307161.237921 + Penalty 3260.060979 = -2303901.176943
  nChanged 74
		SP:Iteration 14Q (53223.910000 sec): 3 clusters
  Score: Raw -2307225.081329 + Penalty 3260.060979 = -2303965.020350
  nChanged 55
		SP:Iteration 15Q (53224.220000 sec): 3 clusters
  Score: Raw -2307270.576883 + Penalty 3260.060979 = -2304010.515904
  nChanged 28
		SP:Iteration 16Q (53224.550000 sec): 3 clusters
  Score: Raw -2307294.392325 + Penalty 3260.060979 = -2304034.331346
  nChanged 15
		SP:Iteration 17Q (53224.850000 sec): 3 clusters
  Score: Raw -2307311.126426 + Penalty 3260.060979 = -2304051.065448
  nChanged 12
		SP:Iteration 18Q (53225.180000 sec): 3 clusters
  Score: Raw -2307322.116529 + Penalty 3260.060979 = -2304062.055550
  nChanged 9
		SP:Iteration 19Q (53225.450000 sec): 3 clusters
  Score: Raw -2307328.651753 + Penalty 3260.060979 = -2304068.590774
  nChanged 5
		SP:Iteration 20F (53225.740000 sec): 3 clusters
  Score: Raw -2307330.891038 + Penalty 3260.060979 = -2304070.830059
  nChanged 1
		SP:Iteration 21Q (53226.020000 sec): 3 clusters
  Score: Raw -2307331.301534 + Penalty 3260.060979 = -2304071.240555
  nChanged 3
		SP:Iteration 22Q (53226.300000 sec): 3 clusters
  Score: Raw -2307333.984761 + Penalty 3260.060979 = -2304073.923782
  nChanged 5
		SP:Iteration 23Q (53226.640000 sec): 3 clusters
  Score: Raw -2307338.971103 + Penalty 3260.060979 = -2304078.910124
  nChanged 6
		SP:Iteration 24Q (53226.930000 sec): 3 clusters
  Score: Raw -2307344.462035 + Penalty 3260.060979 = -2304084.401056
  nChanged 3
		SP:Iteration 25Q (53227.240000 sec): 3 clusters
  Score: Raw -2307348.764563 + Penalty 3260.060979 = -2304088.703584
  nChanged 3
		SP:Iteration 26Q (53227.580000 sec): 3 clusters
  Score: Raw -2307351.393267 + Penalty 3260.060979 = -2304091.332288
  nChanged 4
		SP:Iteration 27Q (53227.890000 sec): 3 clusters
  Score: Raw -2307355.355296 + Penalty 3260.060979 = -2304095.294317
  nChanged 3
		SP:Iteration 28Q (53228.220000 sec): 3 clusters
  Score: Raw -2307358.495306 + Penalty 3260.060979 = -2304098.434327
  nChanged 2
		SP:Iteration 29Q (53228.530000 sec): 3 clusters
  Score: Raw -2307360.317735 + Penalty 3260.060979 = -2304100.256757
  nChanged 2
		SP:Iteration 30Q (53228.790000 sec): 3 clusters
  Score: Raw -2307361.721806 + Penalty 3260.060979 = -2304101.660827
  nChanged 2
		SP:Iteration 31Q (53229.090000 sec): 3 clusters
  Score: Raw -2307362.834156 + Penalty 3260.060979 = -2304102.773177
  nChanged 3
		SP:Iteration 32Q (53229.390000 sec): 3 clusters
  Score: Raw -2307364.377844 + Penalty 3260.060979 = -2304104.316865
  nChanged 0
		SP:Iteration 33F (53229.750000 sec): 3 clusters
  Score: Raw -2307364.377844 + Penalty 3260.060979 = -2304104.316865
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53229.840000 sec): 2 clusters
  Score: Raw -352387.571232 + Penalty 1339.405137 = -351048.166095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53229.970000 sec): 3 clusters
  Score: Raw -350591.340437 + Penalty 2678.810275 = -347912.530162
  nChanged 1470
		SP:Iteration 1F (53230.120000 sec): 3 clusters
  Score: Raw -351589.607185 + Penalty 2678.810275 = -348910.796910
  nChanged 337
		SP:Iteration 2F (53230.240000 sec): 3 clusters
  Score: Raw -351880.571945 + Penalty 2678.810275 = -349201.761670
  nChanged 262
		SP:Iteration 3F (53230.360000 sec): 3 clusters
  Score: Raw -352081.169035 + Penalty 2678.810275 = -349402.358760
  nChanged 212
		SP:Iteration 4F (53230.480000 sec): 3 clusters
  Score: Raw -352266.388071 + Penalty 2678.810275 = -349587.577796
  nChanged 192
		SP:Iteration 5F (53230.660000 sec): 3 clusters
  Score: Raw -352454.766995 + Penalty 2678.810275 = -349775.956720
  nChanged 184
		SP:Iteration 6Q (53230.820000 sec): 3 clusters
  Score: Raw -352617.798476 + Penalty 2678.810275 = -349938.988201
  nChanged 168
		SP:Iteration 7Q (53231.000000 sec): 3 clusters
  Score: Raw -352755.057572 + Penalty 2678.810275 = -350076.247297
  nChanged 142
		SP:Iteration 8Q (53231.200000 sec): 3 clusters
  Score: Raw -352866.862825 + Penalty 2678.810275 = -350188.052550
  nChanged 123
		SP:Iteration 9Q (53231.340000 sec): 3 clusters
  Score: Raw -352956.626221 + Penalty 2678.810275 = -350277.815946
  nChanged 99
		SP:Iteration 10Q (53231.600000 sec): 3 clusters
  Score: Raw -353011.576974 + Penalty 2678.810275 = -350332.766699
  nChanged 84
		SP:Iteration 11Q (53231.780000 sec): 3 clusters
  Score: Raw -353074.963751 + Penalty 2678.810275 = -350396.153477
  nChanged 83
		SP:Iteration 12Q (53231.940000 sec): 3 clusters
  Score: Raw -353131.732220 + Penalty 2678.810275 = -350452.921945
  nChanged 77
		SP:Iteration 13Q (53232.140000 sec): 3 clusters
  Score: Raw -353180.766249 + Penalty 2678.810275 = -350501.955974
  nChanged 63
		SP:Iteration 14Q (53232.340000 sec): 3 clusters
  Score: Raw -353211.327903 + Penalty 2678.810275 = -350532.517628
  nChanged 39
		SP:Iteration 15Q (53232.530000 sec): 3 clusters
  Score: Raw -353241.431498 + Penalty 2678.810275 = -350562.621223
  nChanged 43
		SP:Iteration 16Q (53232.740000 sec): 3 clusters
  Score: Raw -353271.777801 + Penalty 2678.810275 = -350592.967526
  nChanged 43
		SP:Iteration 17Q (53232.890000 sec): 3 clusters
  Score: Raw -353297.457426 + Penalty 2678.810275 = -350618.647151
  nChanged 43
		SP:Iteration 18Q (53233.040000 sec): 3 clusters
  Score: Raw -353327.028067 + Penalty 2678.810275 = -350648.217792
  nChanged 43
		SP:Iteration 19Q (53233.200000 sec): 3 clusters
  Score: Raw -353347.559067 + Penalty 2678.810275 = -350668.748792
  nChanged 25
		SP:Iteration 20F (53233.360000 sec): 3 clusters
  Score: Raw -353362.521892 + Penalty 2678.810275 = -350683.711617
  nChanged 33
		SP:Iteration 21Q (53233.580000 sec): 3 clusters
  Score: Raw -353380.188932 + Penalty 2678.810275 = -350701.378657
  nChanged 28
		SP:Iteration 22Q (53233.770000 sec): 3 clusters
  Score: Raw -353392.925986 + Penalty 2678.810275 = -350714.115712
  nChanged 26
		SP:Iteration 23Q (53233.970000 sec): 3 clusters
  Score: Raw -353403.466612 + Penalty 2678.810275 = -350724.656337
  nChanged 18
		SP:Iteration 24Q (53234.190000 sec): 3 clusters
  Score: Raw -353411.049328 + Penalty 2678.810275 = -350732.239054
  nChanged 15
		SP:Iteration 25Q (53234.380000 sec): 3 clusters
  Score: Raw -353418.984703 + Penalty 2678.810275 = -350740.174428
  nChanged 17
		SP:Iteration 26Q (53234.590000 sec): 3 clusters
  Score: Raw -353425.369018 + Penalty 2678.810275 = -350746.558743
  nChanged 9
		SP:Iteration 27Q (53234.800000 sec): 3 clusters
  Score: Raw -353428.326382 + Penalty 2678.810275 = -350749.516107
  nChanged 7
		SP:Iteration 28Q (53235.000000 sec): 3 clusters
  Score: Raw -353429.775003 + Penalty 2678.810275 = -350750.964728
  nChanged 8
		SP:Iteration 29Q (53235.170000 sec): 3 clusters
  Score: Raw -353431.928987 + Penalty 2678.810275 = -350753.118712
  nChanged 3
		SP:Iteration 30Q (53235.330000 sec): 3 clusters
  Score: Raw -353432.879642 + Penalty 2678.810275 = -350754.069368
  nChanged 1
		SP:Iteration 31Q (53235.510000 sec): 3 clusters
  Score: Raw -353433.592506 + Penalty 2678.810275 = -350754.782231
  nChanged 5
		SP:Iteration 32Q (53235.680000 sec): 3 clusters
  Score: Raw -353435.887615 + Penalty 2678.810275 = -350757.077340
  nChanged 8
		SP:Iteration 33Q (53235.860000 sec): 3 clusters
  Score: Raw -353438.541277 + Penalty 2678.810275 = -350759.731002
  nChanged 6
		SP:Iteration 34Q (53236.040000 sec): 3 clusters
  Score: Raw -353440.639867 + Penalty 2678.810275 = -350761.829593
  nChanged 6
		SP:Iteration 35Q (53236.220000 sec): 3 clusters
  Score: Raw -353442.235117 + Penalty 2678.810275 = -350763.424842
  nChanged 2
		SP:Iteration 36Q (53236.390000 sec): 3 clusters
  Score: Raw -353442.604971 + Penalty 2678.810275 = -350763.794696
  nChanged 1
		SP:Iteration 37Q (53236.530000 sec): 3 clusters
  Score: Raw -353442.806072 + Penalty 2678.810275 = -350763.995798
  nChanged 2
		SP:Iteration 38Q (53236.710000 sec): 3 clusters
  Score: Raw -353444.795935 + Penalty 2678.810275 = -350765.985660
  nChanged 1
		SP:Iteration 39Q (53236.820000 sec): 3 clusters
  Score: Raw -353445.089712 + Penalty 2678.810275 = -350766.279437
  nChanged 2
		SP:Iteration 40F (53236.980000 sec): 3 clusters
  Score: Raw -353445.334608 + Penalty 2678.810275 = -350766.524333
  nChanged 1
		SP:Iteration 41Q (53237.140000 sec): 3 clusters
  Score: Raw -353445.498850 + Penalty 2678.810275 = -350766.688576
  nChanged 1
		SP:Iteration 42Q (53237.310000 sec): 3 clusters
  Score: Raw -353445.614530 + Penalty 2678.810275 = -350766.804255
  nChanged 1
		SP:Iteration 43Q (53237.480000 sec): 3 clusters
  Score: Raw -353445.700144 + Penalty 2678.810275 = -350766.889869
  nChanged 1
		SP:Iteration 44Q (53237.640000 sec): 3 clusters
  Score: Raw -353445.826995 + Penalty 2678.810275 = -350767.016721
  nChanged 0
		SP:Iteration 45F (53237.780000 sec): 3 clusters
  Score: Raw -353445.826995 + Penalty 2678.810275 = -350767.016721
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53237.860000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53238.120000 sec): 3 clusters
  Score: Raw -13951.339562 + Penalty 1598.993801 = -12352.345761
  nChanged 7
		SP:Iteration 1F (53238.290000 sec): 3 clusters
  Score: Raw -13985.761653 + Penalty 1598.993801 = -12386.767852
  nChanged 3
		SP:Iteration 2Q (53238.480000 sec): 3 clusters
  Score: Raw -14001.189915 + Penalty 1598.993801 = -12402.196114
  nChanged 1
		SP:Iteration 3Q (53238.670000 sec): 3 clusters
  Score: Raw -14005.871965 + Penalty 1598.993801 = -12406.878164
  nChanged 1
		SP:Iteration 4Q (53238.870000 sec): 3 clusters
  Score: Raw -14011.256224 + Penalty 1598.993801 = -12412.262423
  nChanged 0
		SP:Iteration 5F (53239.040000 sec): 3 clusters
  Score: Raw -14011.256224 + Penalty 1598.993801 = -12412.262423
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53239.160000 sec): 2 clusters
  Score: Raw -468358.599258 + Penalty 1369.999063 = -466988.600195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53239.310000 sec): 3 clusters
  Score: Raw -465934.890692 + Penalty 2739.998126 = -463194.892566
  nChanged 1902
		SP:Iteration 1F (53239.470000 sec): 3 clusters
  Score: Raw -467083.539771 + Penalty 2739.998126 = -464343.541645
  nChanged 373
		SP:Iteration 2F (53239.630000 sec): 3 clusters
  Score: Raw -467333.728374 + Penalty 2739.998126 = -464593.730248
  nChanged 283
		SP:Iteration 3F (53239.800000 sec): 3 clusters
  Score: Raw -467509.951470 + Penalty 2739.998126 = -464769.953344
  nChanged 219
		SP:Iteration 4Q (53239.950000 sec): 3 clusters
  Score: Raw -467632.187012 + Penalty 2739.998126 = -464892.188886
  nChanged 176
		SP:Iteration 5Q (53240.170000 sec): 3 clusters
  Score: Raw -467724.651272 + Penalty 2739.998126 = -464984.653146
  nChanged 154
		SP:Iteration 6Q (53240.350000 sec): 3 clusters
  Score: Raw -467815.773015 + Penalty 2739.998126 = -465075.774889
  nChanged 155
		SP:Iteration 7Q (53240.530000 sec): 3 clusters
  Score: Raw -467916.119241 + Penalty 2739.998126 = -465176.121115
  nChanged 129
		SP:Iteration 8Q (53240.690000 sec): 3 clusters
  Score: Raw -467981.207486 + Penalty 2739.998126 = -465241.209360
  nChanged 105
		SP:Iteration 9Q (53240.850000 sec): 3 clusters
  Score: Raw -468031.978893 + Penalty 2739.998126 = -465291.980768
  nChanged 91
		SP:Iteration 10Q (53241.060000 sec): 3 clusters
  Score: Raw -468073.120753 + Penalty 2739.998126 = -465333.122627
  nChanged 75
		SP:Iteration 11Q (53241.210000 sec): 3 clusters
  Score: Raw -468109.191668 + Penalty 2739.998126 = -465369.193542
  nChanged 66
		SP:Iteration 12Q (53241.470000 sec): 3 clusters
  Score: Raw -468142.796531 + Penalty 2739.998126 = -465402.798405
  nChanged 61
		SP:Iteration 13Q (53241.650000 sec): 3 clusters
  Score: Raw -468172.400254 + Penalty 2739.998126 = -465432.402129
  nChanged 51
		SP:Iteration 14Q (53241.910000 sec): 3 clusters
  Score: Raw -468200.653491 + Penalty 2739.998126 = -465460.655365
  nChanged 47
		SP:Iteration 15Q (53242.150000 sec): 3 clusters
  Score: Raw -468228.606229 + Penalty 2739.998126 = -465488.608103
  nChanged 54
		SP:Iteration 16Q (53242.370000 sec): 3 clusters
  Score: Raw -468255.050347 + Penalty 2739.998126 = -465515.052221
  nChanged 34
		SP:Iteration 17Q (53242.530000 sec): 3 clusters
  Score: Raw -468270.031080 + Penalty 2739.998126 = -465530.032955
  nChanged 30
		SP:Iteration 18Q (53242.760000 sec): 3 clusters
  Score: Raw -468284.011977 + Penalty 2739.998126 = -465544.013852
  nChanged 29
		SP:Iteration 19Q (53242.940000 sec): 3 clusters
  Score: Raw -468296.598512 + Penalty 2739.998126 = -465556.600387
  nChanged 35
		SP:Iteration 20F (53243.170000 sec): 3 clusters
  Score: Raw -468315.204039 + Penalty 2739.998126 = -465575.205914
  nChanged 42
		SP:Iteration 21Q (53243.370000 sec): 3 clusters
  Score: Raw -468332.118310 + Penalty 2739.998126 = -465592.120185
  nChanged 29
		SP:Iteration 22Q (53243.580000 sec): 3 clusters
  Score: Raw -468341.996164 + Penalty 2739.998126 = -465601.998039
  nChanged 27
		SP:Iteration 23Q (53243.750000 sec): 3 clusters
  Score: Raw -468355.048432 + Penalty 2739.998126 = -465615.050306
  nChanged 26
		SP:Iteration 24Q (53243.950000 sec): 3 clusters
  Score: Raw -468365.567340 + Penalty 2739.998126 = -465625.569214
  nChanged 23
		SP:Iteration 25Q (53244.190000 sec): 3 clusters
  Score: Raw -468375.388660 + Penalty 2739.998126 = -465635.390534
  nChanged 22
		SP:Iteration 26Q (53244.370000 sec): 3 clusters
  Score: Raw -468384.329088 + Penalty 2739.998126 = -465644.330962
  nChanged 14
		SP:Iteration 27Q (53244.560000 sec): 3 clusters
  Score: Raw -468389.328569 + Penalty 2739.998126 = -465649.330443
  nChanged 16
		SP:Iteration 28Q (53244.750000 sec): 3 clusters
  Score: Raw -468395.295721 + Penalty 2739.998126 = -465655.297596
  nChanged 10
		SP:Iteration 29Q (53244.940000 sec): 3 clusters
  Score: Raw -468397.821176 + Penalty 2739.998126 = -465657.823051
  nChanged 3
		SP:Iteration 30Q (53245.120000 sec): 3 clusters
  Score: Raw -468398.731453 + Penalty 2739.998126 = -465658.733327
  nChanged 3
		SP:Iteration 31Q (53245.340000 sec): 3 clusters
  Score: Raw -468399.634171 + Penalty 2739.998126 = -465659.636046
  nChanged 1
		SP:Iteration 32Q (53245.530000 sec): 3 clusters
  Score: Raw -468400.016877 + Penalty 2739.998126 = -465660.018751
  nChanged 0
		SP:Iteration 33F (53245.670000 sec): 3 clusters
  Score: Raw -468400.016877 + Penalty 2739.998126 = -465660.018751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53245.790000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53245.930000 sec): 3 clusters
  Score: Raw -481976.032029 + Penalty 2725.876488 = -479250.155541
  nChanged 1705
		SP:Iteration 1F (53246.100000 sec): 3 clusters
  Score: Raw -482877.247705 + Penalty 2725.876488 = -480151.371217
  nChanged 271
		SP:Iteration 2F (53246.260000 sec): 3 clusters
  Score: Raw -482998.757233 + Penalty 2725.876488 = -480272.880745
  nChanged 203
		SP:Iteration 3Q (53246.440000 sec): 3 clusters
  Score: Raw -483091.727188 + Penalty 2725.876488 = -480365.850700
  nChanged 152
		SP:Iteration 4Q (53246.630000 sec): 3 clusters
  Score: Raw -483153.385323 + Penalty 2725.876488 = -480427.508835
  nChanged 110
		SP:Iteration 5Q (53246.810000 sec): 3 clusters
  Score: Raw -483196.519317 + Penalty 2725.876488 = -480470.642829
  nChanged 105
		SP:Iteration 6Q (53247.000000 sec): 3 clusters
  Score: Raw -483235.114796 + Penalty 2725.876488 = -480509.238308
  nChanged 89
		SP:Iteration 7Q (53247.170000 sec): 3 clusters
  Score: Raw -483267.623838 + Penalty 2725.876488 = -480541.747350
  nChanged 69
		SP:Iteration 8Q (53247.360000 sec): 3 clusters
  Score: Raw -483292.983589 + Penalty 2725.876488 = -480567.107101
  nChanged 66
		SP:Iteration 9Q (53247.540000 sec): 3 clusters
  Score: Raw -483315.568446 + Penalty 2725.876488 = -480589.691958
  nChanged 67
		SP:Iteration 10Q (53247.730000 sec): 3 clusters
  Score: Raw -483339.519257 + Penalty 2725.876488 = -480613.642769
  nChanged 70
		SP:Iteration 11Q (53247.910000 sec): 3 clusters
  Score: Raw -483363.667716 + Penalty 2725.876488 = -480637.791228
  nChanged 65
		SP:Iteration 12Q (53248.100000 sec): 3 clusters
  Score: Raw -483390.792168 + Penalty 2725.876488 = -480664.915680
  nChanged 73
		SP:Iteration 13Q (53248.250000 sec): 3 clusters
  Score: Raw -483423.514635 + Penalty 2725.876488 = -480697.638147
  nChanged 62
		SP:Iteration 14Q (53248.430000 sec): 3 clusters
  Score: Raw -483444.168069 + Penalty 2725.876488 = -480718.291581
  nChanged 55
		SP:Iteration 15Q (53248.610000 sec): 3 clusters
  Score: Raw -483465.135564 + Penalty 2725.876488 = -480739.259076
  nChanged 55
		SP:Iteration 16Q (53248.790000 sec): 3 clusters
  Score: Raw -483488.902834 + Penalty 2725.876488 = -480763.026346
  nChanged 79
		SP:Iteration 17Q (53249.000000 sec): 3 clusters
  Score: Raw -483521.893946 + Penalty 2725.876488 = -480796.017458
  nChanged 68
		SP:Iteration 18Q (53249.190000 sec): 3 clusters
  Score: Raw -483550.287210 + Penalty 2725.876488 = -480824.410722
  nChanged 83
		SP:Iteration 19Q (53249.400000 sec): 3 clusters
  Score: Raw -483583.488159 + Penalty 2725.876488 = -480857.611671
  nChanged 75
		SP:Iteration 20F (53249.610000 sec): 3 clusters
  Score: Raw -483620.945018 + Penalty 2725.876488 = -480895.068530
  nChanged 100
		SP:Iteration 21Q (53249.890000 sec): 3 clusters
  Score: Raw -483667.136883 + Penalty 2725.876488 = -480941.260395
  nChanged 89
		SP:Iteration 22Q (53250.110000 sec): 3 clusters
  Score: Raw -483715.403451 + Penalty 2725.876488 = -480989.526963
  nChanged 88
		SP:Iteration 23Q (53250.370000 sec): 3 clusters
  Score: Raw -483761.972790 + Penalty 2725.876488 = -481036.096302
  nChanged 79
		SP:Iteration 24Q (53250.530000 sec): 3 clusters
  Score: Raw -483807.979849 + Penalty 2725.876488 = -481082.103361
  nChanged 75
		SP:Iteration 25Q (53250.760000 sec): 3 clusters
  Score: Raw -483856.960024 + Penalty 2725.876488 = -481131.083536
  nChanged 82
		SP:Iteration 26Q (53250.880000 sec): 3 clusters
  Score: Raw -483929.132272 + Penalty 2725.876488 = -481203.255784
  nChanged 88
		SP:Iteration 27Q (53251.110000 sec): 3 clusters
  Score: Raw -484008.007239 + Penalty 2725.876488 = -481282.130751
  nChanged 80
		SP:Iteration 28Q (53251.250000 sec): 3 clusters
  Score: Raw -484080.351368 + Penalty 2725.876488 = -481354.474880
  nChanged 71
		SP:Iteration 29Q (53251.440000 sec): 3 clusters
  Score: Raw -484155.504841 + Penalty 2725.876488 = -481429.628353
  nChanged 58
		SP:Iteration 30Q (53251.610000 sec): 3 clusters
  Score: Raw -484211.097383 + Penalty 2725.876488 = -481485.220895
  nChanged 42
		SP:Iteration 31Q (53251.800000 sec): 3 clusters
  Score: Raw -484242.589936 + Penalty 2725.876488 = -481516.713448
  nChanged 35
		SP:Iteration 32Q (53252.030000 sec): 3 clusters
  Score: Raw -484267.124450 + Penalty 2725.876488 = -481541.247962
  nChanged 22
		SP:Iteration 33Q (53252.210000 sec): 3 clusters
  Score: Raw -484283.562091 + Penalty 2725.876488 = -481557.685603
  nChanged 20
		SP:Iteration 34Q (53252.400000 sec): 3 clusters
  Score: Raw -484303.851559 + Penalty 2725.876488 = -481577.975071
  nChanged 27
		SP:Iteration 35Q (53252.630000 sec): 3 clusters
  Score: Raw -484324.741195 + Penalty 2725.876488 = -481598.864708
  nChanged 22
		SP:Iteration 36Q (53252.810000 sec): 3 clusters
  Score: Raw -484338.792932 + Penalty 2725.876488 = -481612.916444
  nChanged 11
		SP:Iteration 37Q (53252.970000 sec): 3 clusters
  Score: Raw -484346.009232 + Penalty 2725.876488 = -481620.132744
  nChanged 10
		SP:Iteration 38Q (53253.140000 sec): 3 clusters
  Score: Raw -484351.909438 + Penalty 2725.876488 = -481626.032950
  nChanged 7
		SP:Iteration 39Q (53253.300000 sec): 3 clusters
  Score: Raw -484357.774072 + Penalty 2725.876488 = -481631.897584
  nChanged 4
		SP:Iteration 40F (53253.470000 sec): 3 clusters
  Score: Raw -484359.002822 + Penalty 2725.876488 = -481633.126334
  nChanged 1
		SP:Iteration 41Q (53253.650000 sec): 3 clusters
  Score: Raw -484359.622695 + Penalty 2725.876488 = -481633.746207
  nChanged 1
		SP:Iteration 42Q (53253.840000 sec): 3 clusters
  Score: Raw -484359.873827 + Penalty 2725.876488 = -481633.997339
  nChanged 0
		SP:Iteration 43F (53254.000000 sec): 3 clusters
  Score: Raw -484359.873827 + Penalty 2725.876488 = -481633.997339
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53254.100000 sec): 2 clusters
  Score: Raw -857031.833027 + Penalty 1465.872278 = -855565.960749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53254.290000 sec): 3 clusters
  Score: Raw -852447.255670 + Penalty 2931.744556 = -849515.511114
  nChanged 3539
		SP:Iteration 1F (53254.540000 sec): 3 clusters
  Score: Raw -854350.212099 + Penalty 2931.744556 = -851418.467543
  nChanged 613
		SP:Iteration 2F (53254.710000 sec): 3 clusters
  Score: Raw -854689.758850 + Penalty 2931.744556 = -851758.014294
  nChanged 578
		SP:Iteration 3F (53254.980000 sec): 3 clusters
  Score: Raw -855049.950567 + Penalty 2931.744556 = -852118.206011
  nChanged 543
		SP:Iteration 4F (53255.200000 sec): 3 clusters
  Score: Raw -855402.833763 + Penalty 2931.744556 = -852471.089207
  nChanged 520
		SP:Iteration 5F (53255.460000 sec): 3 clusters
  Score: Raw -855742.812343 + Penalty 2931.744556 = -852811.067787
  nChanged 448
		SP:Iteration 6F (53255.740000 sec): 3 clusters
  Score: Raw -856008.356879 + Penalty 2931.744556 = -853076.612323
  nChanged 402
		SP:Iteration 7Q (53255.980000 sec): 3 clusters
  Score: Raw -856265.049962 + Penalty 2931.744556 = -853333.305406
  nChanged 350
		SP:Iteration 8Q (53256.240000 sec): 3 clusters
  Score: Raw -856480.446237 + Penalty 2931.744556 = -853548.701681
  nChanged 268
		SP:Iteration 9Q (53256.550000 sec): 3 clusters
  Score: Raw -856625.365282 + Penalty 2931.744556 = -853693.620726
  nChanged 215
		SP:Iteration 10Q (53256.800000 sec): 3 clusters
  Score: Raw -856733.507254 + Penalty 2931.744556 = -853801.762698
  nChanged 168
		SP:Iteration 11Q (53257.010000 sec): 3 clusters
  Score: Raw -856814.022545 + Penalty 2931.744556 = -853882.277990
  nChanged 164
		SP:Iteration 12Q (53257.280000 sec): 3 clusters
  Score: Raw -856901.969087 + Penalty 2931.744556 = -853970.224531
  nChanged 143
		SP:Iteration 13Q (53257.530000 sec): 3 clusters
  Score: Raw -856979.964327 + Penalty 2931.744556 = -854048.219771
  nChanged 112
		SP:Iteration 14Q (53257.750000 sec): 3 clusters
  Score: Raw -857035.150912 + Penalty 2931.744556 = -854103.406356
  nChanged 100
		SP:Iteration 15Q (53258.000000 sec): 3 clusters
  Score: Raw -857093.399782 + Penalty 2931.744556 = -854161.655227
  nChanged 93
		SP:Iteration 16Q (53258.220000 sec): 3 clusters
  Score: Raw -857141.707432 + Penalty 2931.744556 = -854209.962877
  nChanged 81
		SP:Iteration 17Q (53258.400000 sec): 3 clusters
  Score: Raw -857179.137247 + Penalty 2931.744556 = -854247.392691
  nChanged 62
		SP:Iteration 18Q (53258.650000 sec): 3 clusters
  Score: Raw -857210.423429 + Penalty 2931.744556 = -854278.678873
  nChanged 49
		SP:Iteration 19Q (53258.830000 sec): 3 clusters
  Score: Raw -857244.940291 + Penalty 2931.744556 = -854313.195735
  nChanged 49
		SP:Iteration 20F (53259.030000 sec): 3 clusters
  Score: Raw -857272.645717 + Penalty 2931.744556 = -854340.901161
  nChanged 42
		SP:Iteration 21Q (53259.340000 sec): 3 clusters
  Score: Raw -857301.021854 + Penalty 2931.744556 = -854369.277299
  nChanged 44
		SP:Iteration 22Q (53259.540000 sec): 3 clusters
  Score: Raw -857321.175389 + Penalty 2931.744556 = -854389.430833
  nChanged 36
		SP:Iteration 23Q (53259.800000 sec): 3 clusters
  Score: Raw -857335.644356 + Penalty 2931.744556 = -854403.899800
  nChanged 29
		SP:Iteration 24Q (53260.060000 sec): 3 clusters
  Score: Raw -857349.908890 + Penalty 2931.744556 = -854418.164334
  nChanged 30
		SP:Iteration 25Q (53260.310000 sec): 3 clusters
  Score: Raw -857368.004628 + Penalty 2931.744556 = -854436.260072
  nChanged 35
		SP:Iteration 26Q (53260.480000 sec): 3 clusters
  Score: Raw -857387.434291 + Penalty 2931.744556 = -854455.689735
  nChanged 35
		SP:Iteration 27Q (53260.720000 sec): 3 clusters
  Score: Raw -857406.713152 + Penalty 2931.744556 = -854474.968596
  nChanged 42
		SP:Iteration 28Q (53260.960000 sec): 3 clusters
  Score: Raw -857427.796761 + Penalty 2931.744556 = -854496.052205
  nChanged 42
		SP:Iteration 29Q (53261.180000 sec): 3 clusters
  Score: Raw -857452.998469 + Penalty 2931.744556 = -854521.253913
  nChanged 36
		SP:Iteration 30Q (53261.430000 sec): 3 clusters
  Score: Raw -857468.941691 + Penalty 2931.744556 = -854537.197136
  nChanged 32
		SP:Iteration 31Q (53261.670000 sec): 3 clusters
  Score: Raw -857481.104459 + Penalty 2931.744556 = -854549.359903
  nChanged 19
		SP:Iteration 32Q (53261.940000 sec): 3 clusters
  Score: Raw -857489.538920 + Penalty 2931.744556 = -854557.794364
  nChanged 21
		SP:Iteration 33Q (53262.200000 sec): 3 clusters
  Score: Raw -857496.998012 + Penalty 2931.744556 = -854565.253456
  nChanged 25
		SP:Iteration 34Q (53262.400000 sec): 3 clusters
  Score: Raw -857509.318472 + Penalty 2931.744556 = -854577.573916
  nChanged 31
		SP:Iteration 35Q (53262.670000 sec): 3 clusters
  Score: Raw -857524.637354 + Penalty 2931.744556 = -854592.892798
  nChanged 26
		SP:Iteration 36Q (53262.930000 sec): 3 clusters
  Score: Raw -857536.147623 + Penalty 2931.744556 = -854604.403068
  nChanged 29
		SP:Iteration 37Q (53263.180000 sec): 3 clusters
  Score: Raw -857548.276960 + Penalty 2931.744556 = -854616.532404
  nChanged 31
		SP:Iteration 38Q (53263.450000 sec): 3 clusters
  Score: Raw -857560.532625 + Penalty 2931.744556 = -854628.788070
  nChanged 21
		SP:Iteration 39Q (53263.670000 sec): 3 clusters
  Score: Raw -857570.183696 + Penalty 2931.744556 = -854638.439140
  nChanged 32
		SP:Iteration 40F (53263.850000 sec): 3 clusters
  Score: Raw -857583.490105 + Penalty 2931.744556 = -854651.745549
  nChanged 21
		SP:Iteration 41Q (53264.020000 sec): 3 clusters
  Score: Raw -857592.616129 + Penalty 2931.744556 = -854660.871574
  nChanged 21
		SP:Iteration 42Q (53264.260000 sec): 3 clusters
  Score: Raw -857599.874188 + Penalty 2931.744556 = -854668.129633
  nChanged 14
		SP:Iteration 43Q (53264.510000 sec): 3 clusters
  Score: Raw -857603.647408 + Penalty 2931.744556 = -854671.902853
  nChanged 9
		SP:Iteration 44Q (53264.720000 sec): 3 clusters
  Score: Raw -857605.655471 + Penalty 2931.744556 = -854673.910915
  nChanged 4
		SP:Iteration 45Q (53264.950000 sec): 3 clusters
  Score: Raw -857607.090970 + Penalty 2931.744556 = -854675.346415
  nChanged 1
		SP:Iteration 46Q (53265.170000 sec): 3 clusters
  Score: Raw -857607.443494 + Penalty 2931.744556 = -854675.698939
  nChanged 1
		SP:Iteration 47Q (53265.470000 sec): 3 clusters
  Score: Raw -857608.160367 + Penalty 2931.744556 = -854676.415811
  nChanged 2
		SP:Iteration 48Q (53265.740000 sec): 3 clusters
  Score: Raw -857608.525162 + Penalty 2931.744556 = -854676.780606
  nChanged 1
		SP:Iteration 49Q (53266.010000 sec): 3 clusters
  Score: Raw -857608.935583 + Penalty 2931.744556 = -854677.191027
  nChanged 0
		SP:Iteration 50F (53266.230000 sec): 3 clusters
  Score: Raw -857608.935583 + Penalty 2931.744556 = -854677.191027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53266.330000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53266.510000 sec): 3 clusters
  Score: Raw -767310.794524 + Penalty 2889.383429 = -764421.411095
  nChanged 3036
		SP:Iteration 1F (53266.740000 sec): 3 clusters
  Score: Raw -768903.705831 + Penalty 2889.383429 = -766014.322402
  nChanged 494
		SP:Iteration 2F (53266.970000 sec): 3 clusters
  Score: Raw -769153.909545 + Penalty 2889.383429 = -766264.526115
  nChanged 393
		SP:Iteration 3F (53267.150000 sec): 3 clusters
  Score: Raw -769360.130042 + Penalty 2889.383429 = -766470.746613
  nChanged 401
		SP:Iteration 4F (53267.420000 sec): 3 clusters
  Score: Raw -769597.813230 + Penalty 2889.383429 = -766708.429801
  nChanged 405
		SP:Iteration 5F (53267.630000 sec): 3 clusters
  Score: Raw -769845.276293 + Penalty 2889.383429 = -766955.892864
  nChanged 380
		SP:Iteration 6F (53267.810000 sec): 3 clusters
  Score: Raw -770066.645731 + Penalty 2889.383429 = -767177.262302
  nChanged 350
		SP:Iteration 7Q (53268.050000 sec): 3 clusters
  Score: Raw -770302.682745 + Penalty 2889.383429 = -767413.299316
  nChanged 354
		SP:Iteration 8Q (53268.250000 sec): 3 clusters
  Score: Raw -770543.105751 + Penalty 2889.383429 = -767653.722322
  nChanged 337
		SP:Iteration 9Q (53268.470000 sec): 3 clusters
  Score: Raw -770765.232524 + Penalty 2889.383429 = -767875.849094
  nChanged 307
		SP:Iteration 10Q (53268.710000 sec): 3 clusters
  Score: Raw -770953.807497 + Penalty 2889.383429 = -768064.424068
  nChanged 253
		SP:Iteration 11Q (53268.900000 sec): 3 clusters
  Score: Raw -771082.518444 + Penalty 2889.383429 = -768193.135014
  nChanged 204
		SP:Iteration 12Q (53269.100000 sec): 3 clusters
  Score: Raw -771161.795329 + Penalty 2889.383429 = -768272.411900
  nChanged 151
		SP:Iteration 13Q (53269.260000 sec): 3 clusters
  Score: Raw -771233.319777 + Penalty 2889.383429 = -768343.936347
  nChanged 155
		SP:Iteration 14Q (53269.440000 sec): 3 clusters
  Score: Raw -771286.897978 + Penalty 2889.383429 = -768397.514549
  nChanged 113
		SP:Iteration 15Q (53269.670000 sec): 3 clusters
  Score: Raw -771317.948453 + Penalty 2889.383429 = -768428.565024
  nChanged 78
		SP:Iteration 16Q (53269.850000 sec): 3 clusters
  Score: Raw -771342.111823 + Penalty 2889.383429 = -768452.728393
  nChanged 73
		SP:Iteration 17Q (53270.090000 sec): 3 clusters
  Score: Raw -771360.397063 + Penalty 2889.383429 = -768471.013634
  nChanged 68
		SP:Iteration 18Q (53270.260000 sec): 3 clusters
  Score: Raw -771376.711127 + Penalty 2889.383429 = -768487.327698
  nChanged 55
		SP:Iteration 19Q (53270.500000 sec): 3 clusters
  Score: Raw -771388.804355 + Penalty 2889.383429 = -768499.420926
  nChanged 42
		SP:Iteration 20F (53270.660000 sec): 3 clusters
  Score: Raw -771397.118572 + Penalty 2889.383429 = -768507.735143
  nChanged 30
		SP:Iteration 21Q (53270.890000 sec): 3 clusters
  Score: Raw -771401.348767 + Penalty 2889.383429 = -768511.965338
  nChanged 32
		SP:Iteration 22Q (53271.170000 sec): 3 clusters
  Score: Raw -771407.023169 + Penalty 2889.383429 = -768517.639740
  nChanged 23
		SP:Iteration 23Q (53271.400000 sec): 3 clusters
  Score: Raw -771411.706406 + Penalty 2889.383429 = -768522.322977
  nChanged 28
		SP:Iteration 24Q (53271.610000 sec): 3 clusters
  Score: Raw -771417.167653 + Penalty 2889.383429 = -768527.784223
  nChanged 17
		SP:Iteration 25Q (53271.860000 sec): 3 clusters
  Score: Raw -771419.621231 + Penalty 2889.383429 = -768530.237801
  nChanged 9
		SP:Iteration 26Q (53272.110000 sec): 3 clusters
  Score: Raw -771420.821789 + Penalty 2889.383429 = -768531.438360
  nChanged 11
		SP:Iteration 27Q (53272.380000 sec): 3 clusters
  Score: Raw -771422.380655 + Penalty 2889.383429 = -768532.997225
  nChanged 11
		SP:Iteration 28Q (53272.600000 sec): 3 clusters
  Score: Raw -771424.354126 + Penalty 2889.383429 = -768534.970696
  nChanged 18
		SP:Iteration 29Q (53272.800000 sec): 3 clusters
  Score: Raw -771427.131281 + Penalty 2889.383429 = -768537.747851
  nChanged 20
		SP:Iteration 30Q (53273.060000 sec): 3 clusters
  Score: Raw -771429.974375 + Penalty 2889.383429 = -768540.590946
  nChanged 17
		SP:Iteration 31Q (53273.300000 sec): 3 clusters
  Score: Raw -771432.508250 + Penalty 2889.383429 = -768543.124821
  nChanged 24
		SP:Iteration 32Q (53273.460000 sec): 3 clusters
  Score: Raw -771436.265367 + Penalty 2889.383429 = -768546.881938
  nChanged 20
		SP:Iteration 33Q (53273.680000 sec): 3 clusters
  Score: Raw -771439.161506 + Penalty 2889.383429 = -768549.778077
  nChanged 17
		SP:Iteration 34Q (53273.860000 sec): 3 clusters
  Score: Raw -771441.756159 + Penalty 2889.383429 = -768552.372729
  nChanged 17
		SP:Iteration 35Q (53274.040000 sec): 3 clusters
  Score: Raw -771444.261925 + Penalty 2889.383429 = -768554.878496
  nChanged 15
		SP:Iteration 36Q (53274.240000 sec): 3 clusters
  Score: Raw -771446.958056 + Penalty 2889.383429 = -768557.574626
  nChanged 17
		SP:Iteration 37Q (53274.390000 sec): 3 clusters
  Score: Raw -771449.920874 + Penalty 2889.383429 = -768560.537444
  nChanged 17
		SP:Iteration 38Q (53274.600000 sec): 3 clusters
  Score: Raw -771452.576346 + Penalty 2889.383429 = -768563.192917
  nChanged 13
		SP:Iteration 39Q (53274.790000 sec): 3 clusters
  Score: Raw -771454.071741 + Penalty 2889.383429 = -768564.688312
  nChanged 12
		SP:Iteration 40F (53275.050000 sec): 3 clusters
  Score: Raw -771455.837192 + Penalty 2889.383429 = -768566.453762
  nChanged 14
		SP:Iteration 41Q (53275.200000 sec): 3 clusters
  Score: Raw -771458.343102 + Penalty 2889.383429 = -768568.959672
  nChanged 15
		SP:Iteration 42Q (53275.460000 sec): 3 clusters
  Score: Raw -771461.087426 + Penalty 2889.383429 = -768571.703997
  nChanged 14
		SP:Iteration 43Q (53275.700000 sec): 3 clusters
  Score: Raw -771463.211182 + Penalty 2889.383429 = -768573.827753
  nChanged 10
		SP:Iteration 44Q (53275.980000 sec): 3 clusters
  Score: Raw -771465.211423 + Penalty 2889.383429 = -768575.827993
  nChanged 10
		SP:Iteration 45Q (53276.200000 sec): 3 clusters
  Score: Raw -771467.452415 + Penalty 2889.383429 = -768578.068986
  nChanged 10
		SP:Iteration 46Q (53276.490000 sec): 3 clusters
  Score: Raw -771468.771799 + Penalty 2889.383429 = -768579.388369
  nChanged 7
		SP:Iteration 47Q (53276.730000 sec): 3 clusters
  Score: Raw -771469.611559 + Penalty 2889.383429 = -768580.228130
  nChanged 7
		SP:Iteration 48Q (53276.950000 sec): 3 clusters
  Score: Raw -771470.981913 + Penalty 2889.383429 = -768581.598484
  nChanged 10
		SP:Iteration 49Q (53277.180000 sec): 3 clusters
  Score: Raw -771472.356113 + Penalty 2889.383429 = -768582.972684
  nChanged 14
		SP:Iteration 50Q (53277.390000 sec): 3 clusters
  Score: Raw -771474.778927 + Penalty 2889.383429 = -768585.395498
  nChanged 16
		SP:Iteration 51Q (53277.620000 sec): 3 clusters
  Score: Raw -771478.380174 + Penalty 2889.383429 = -768588.996745
  nChanged 19
		SP:Iteration 52Q (53277.890000 sec): 3 clusters
  Score: Raw -771482.325010 + Penalty 2889.383429 = -768592.941580
  nChanged 23
		SP:Iteration 53Q (53278.050000 sec): 3 clusters
  Score: Raw -771486.391723 + Penalty 2889.383429 = -768597.008293
  nChanged 34
		SP:Iteration 54Q (53278.300000 sec): 3 clusters
  Score: Raw -771494.375953 + Penalty 2889.383429 = -768604.992523
  nChanged 39
		SP:Iteration 55Q (53278.570000 sec): 3 clusters
  Score: Raw -771502.404260 + Penalty 2889.383429 = -768613.020830
  nChanged 23
		SP:Iteration 56Q (53278.750000 sec): 3 clusters
  Score: Raw -771506.596066 + Penalty 2889.383429 = -768617.212637
  nChanged 23
		SP:Iteration 57Q (53278.960000 sec): 3 clusters
  Score: Raw -771511.459641 + Penalty 2889.383429 = -768622.076211
  nChanged 23
		SP:Iteration 58Q (53279.180000 sec): 3 clusters
  Score: Raw -771516.253603 + Penalty 2889.383429 = -768626.870174
  nChanged 28
		SP:Iteration 59Q (53279.340000 sec): 3 clusters
  Score: Raw -771522.942614 + Penalty 2889.383429 = -768633.559184
  nChanged 35
		SP:Iteration 60F (53279.590000 sec): 3 clusters
  Score: Raw -771528.908944 + Penalty 2889.383429 = -768639.525514
  nChanged 33
		SP:Iteration 61Q (53279.780000 sec): 3 clusters
  Score: Raw -771536.246629 + Penalty 2889.383429 = -768646.863200
  nChanged 26
		SP:Iteration 62Q (53280.010000 sec): 3 clusters
  Score: Raw -771540.285325 + Penalty 2889.383429 = -768650.901895
  nChanged 20
		SP:Iteration 63Q (53280.230000 sec): 3 clusters
  Score: Raw -771543.541713 + Penalty 2889.383429 = -768654.158283
  nChanged 24
		SP:Iteration 64Q (53280.390000 sec): 3 clusters
  Score: Raw -771547.747414 + Penalty 2889.383429 = -768658.363985
  nChanged 23
		SP:Iteration 65Q (53280.600000 sec): 3 clusters
  Score: Raw -771552.252504 + Penalty 2889.383429 = -768662.869074
  nChanged 23
		SP:Iteration 66Q (53280.850000 sec): 3 clusters
  Score: Raw -771555.846920 + Penalty 2889.383429 = -768666.463490
  nChanged 21
		SP:Iteration 67Q (53281.080000 sec): 3 clusters
  Score: Raw -771559.193772 + Penalty 2889.383429 = -768669.810343
  nChanged 17
		SP:Iteration 68Q (53281.250000 sec): 3 clusters
  Score: Raw -771561.915278 + Penalty 2889.383429 = -768672.531849
  nChanged 10
		SP:Iteration 69Q (53281.500000 sec): 3 clusters
  Score: Raw -771563.634369 + Penalty 2889.383429 = -768674.250939
  nChanged 10
		SP:Iteration 70Q (53281.720000 sec): 3 clusters
  Score: Raw -771565.349124 + Penalty 2889.383429 = -768675.965694
  nChanged 17
		SP:Iteration 71Q (53281.930000 sec): 3 clusters
  Score: Raw -771568.002002 + Penalty 2889.383429 = -768678.618572
  nChanged 17
		SP:Iteration 72Q (53282.170000 sec): 3 clusters
  Score: Raw -771570.992055 + Penalty 2889.383429 = -768681.608625
  nChanged 26
		SP:Iteration 73Q (53282.370000 sec): 3 clusters
  Score: Raw -771576.218785 + Penalty 2889.383429 = -768686.835355
  nChanged 27
		SP:Iteration 74Q (53282.520000 sec): 3 clusters
  Score: Raw -771581.414026 + Penalty 2889.383429 = -768692.030597
  nChanged 17
		SP:Iteration 75Q (53282.700000 sec): 3 clusters
  Score: Raw -771583.752247 + Penalty 2889.383429 = -768694.368817
  nChanged 10
		SP:Iteration 76Q (53282.890000 sec): 3 clusters
  Score: Raw -771585.651309 + Penalty 2889.383429 = -768696.267880
  nChanged 9
		SP:Iteration 77Q (53283.070000 sec): 3 clusters
  Score: Raw -771587.166955 + Penalty 2889.383429 = -768697.783526
  nChanged 11
		SP:Iteration 78Q (53283.250000 sec): 3 clusters
  Score: Raw -771588.584377 + Penalty 2889.383429 = -768699.200948
  nChanged 12
		SP:Iteration 79Q (53283.440000 sec): 3 clusters
  Score: Raw -771590.212687 + Penalty 2889.383429 = -768700.829257
  nChanged 14
		SP:Iteration 80F (53283.610000 sec): 3 clusters
  Score: Raw -771592.418318 + Penalty 2889.383429 = -768703.034889
  nChanged 12
		SP:Iteration 81Q (53283.830000 sec): 3 clusters
  Score: Raw -771594.061207 + Penalty 2889.383429 = -768704.677777
  nChanged 16
		SP:Iteration 82Q (53284.010000 sec): 3 clusters
  Score: Raw -771596.780978 + Penalty 2889.383429 = -768707.397548
  nChanged 17
		SP:Iteration 83Q (53284.200000 sec): 3 clusters
  Score: Raw -771599.021680 + Penalty 2889.383429 = -768709.638250
  nChanged 14
		SP:Iteration 84Q (53284.380000 sec): 3 clusters
  Score: Raw -771601.509994 + Penalty 2889.383429 = -768712.126565
  nChanged 21
		SP:Iteration 85Q (53284.560000 sec): 3 clusters
  Score: Raw -771606.269047 + Penalty 2889.383429 = -768716.885617
  nChanged 24
		SP:Iteration 86Q (53284.740000 sec): 3 clusters
  Score: Raw -771610.614352 + Penalty 2889.383429 = -768721.230922
  nChanged 18
		SP:Iteration 87Q (53284.920000 sec): 3 clusters
  Score: Raw -771613.654694 + Penalty 2889.383429 = -768724.271264
  nChanged 19
		SP:Iteration 88Q (53285.100000 sec): 3 clusters
  Score: Raw -771617.225162 + Penalty 2889.383429 = -768727.841733
  nChanged 18
		SP:Iteration 89Q (53285.270000 sec): 3 clusters
  Score: Raw -771621.063433 + Penalty 2889.383429 = -768731.680003
  nChanged 22
		SP:Iteration 90Q (53285.510000 sec): 3 clusters
  Score: Raw -771624.801921 + Penalty 2889.383429 = -768735.418491
  nChanged 14
		SP:Iteration 91Q (53285.660000 sec): 3 clusters
  Score: Raw -771627.416215 + Penalty 2889.383429 = -768738.032786
  nChanged 13
		SP:Iteration 92Q (53285.840000 sec): 3 clusters
  Score: Raw -771629.794330 + Penalty 2889.383429 = -768740.410901
  nChanged 11
		SP:Iteration 93Q (53286.080000 sec): 3 clusters
  Score: Raw -771632.154813 + Penalty 2889.383429 = -768742.771384
  nChanged 13
		SP:Iteration 94Q (53286.260000 sec): 3 clusters
  Score: Raw -771633.936404 + Penalty 2889.383429 = -768744.552975
  nChanged 15
		SP:Iteration 95Q (53286.430000 sec): 3 clusters
  Score: Raw -771636.797502 + Penalty 2889.383429 = -768747.414073
  nChanged 16
		SP:Iteration 96Q (53286.650000 sec): 3 clusters
  Score: Raw -771639.369938 + Penalty 2889.383429 = -768749.986509
  nChanged 17
		SP:Iteration 97Q (53286.830000 sec): 3 clusters
  Score: Raw -771642.654440 + Penalty 2889.383429 = -768753.271011
  nChanged 14
		SP:Iteration 98Q (53287.010000 sec): 3 clusters
  Score: Raw -771645.144909 + Penalty 2889.383429 = -768755.761480
  nChanged 15
		SP:Iteration 99Q (53287.200000 sec): 3 clusters
  Score: Raw -771646.996206 + Penalty 2889.383429 = -768757.612777
  nChanged 9
		SP:Iteration 100F (53287.380000 sec): 3 clusters
  Score: Raw -771648.612609 + Penalty 2889.383429 = -768759.229179
  nChanged 11
		SP:Iteration 101Q (53287.540000 sec): 3 clusters
  Score: Raw -771650.230100 + Penalty 2889.383429 = -768760.846671
  nChanged 5
		SP:Iteration 102Q (53287.720000 sec): 3 clusters
  Score: Raw -771650.932232 + Penalty 2889.383429 = -768761.548803
  nChanged 6
		SP:Iteration 103Q (53287.900000 sec): 3 clusters
  Score: Raw -771651.950257 + Penalty 2889.383429 = -768762.566827
  nChanged 8
		SP:Iteration 104Q (53288.070000 sec): 3 clusters
  Score: Raw -771653.165417 + Penalty 2889.383429 = -768763.781987
  nChanged 9
		SP:Iteration 105Q (53288.310000 sec): 3 clusters
  Score: Raw -771654.704500 + Penalty 2889.383429 = -768765.321070
  nChanged 8
		SP:Iteration 106Q (53288.450000 sec): 3 clusters
  Score: Raw -771655.679614 + Penalty 2889.383429 = -768766.296185
  nChanged 10
		SP:Iteration 107Q (53288.660000 sec): 3 clusters
  Score: Raw -771656.923295 + Penalty 2889.383429 = -768767.539866
  nChanged 5
		SP:Iteration 108Q (53288.830000 sec): 3 clusters
  Score: Raw -771657.749934 + Penalty 2889.383429 = -768768.366504
  nChanged 10
		SP:Iteration 109Q (53289.020000 sec): 3 clusters
  Score: Raw -771659.209873 + Penalty 2889.383429 = -768769.826444
  nChanged 7
		SP:Iteration 110Q (53289.180000 sec): 3 clusters
  Score: Raw -771660.183743 + Penalty 2889.383429 = -768770.800313
  nChanged 2
		SP:Iteration 111Q (53289.410000 sec): 3 clusters
  Score: Raw -771660.711288 + Penalty 2889.383429 = -768771.327859
  nChanged 4
		SP:Iteration 112Q (53289.580000 sec): 3 clusters
  Score: Raw -771661.215853 + Penalty 2889.383429 = -768771.832424
  nChanged 3
		SP:Iteration 113Q (53289.740000 sec): 3 clusters
  Score: Raw -771661.715626 + Penalty 2889.383429 = -768772.332197
  nChanged 6
		SP:Iteration 114Q (53290.020000 sec): 3 clusters
  Score: Raw -771662.586106 + Penalty 2889.383429 = -768773.202677
  nChanged 2
		SP:Iteration 115Q (53290.140000 sec): 3 clusters
  Score: Raw -771662.932398 + Penalty 2889.383429 = -768773.548969
  nChanged 3
		SP:Iteration 116Q (53290.340000 sec): 3 clusters
  Score: Raw -771663.263242 + Penalty 2889.383429 = -768773.879812
  nChanged 4
		SP:Iteration 117Q (53290.520000 sec): 3 clusters
  Score: Raw -771663.640938 + Penalty 2889.383429 = -768774.257508
  nChanged 4
		SP:Iteration 118Q (53290.700000 sec): 3 clusters
  Score: Raw -771664.274708 + Penalty 2889.383429 = -768774.891279
  nChanged 6
		SP:Iteration 119Q (53290.890000 sec): 3 clusters
  Score: Raw -771665.527452 + Penalty 2889.383429 = -768776.144022
  nChanged 8
		SP:Iteration 120F (53291.100000 sec): 3 clusters
  Score: Raw -771666.904378 + Penalty 2889.383429 = -768777.520949
  nChanged 8
		SP:Iteration 121Q (53291.280000 sec): 3 clusters
  Score: Raw -771668.010286 + Penalty 2889.383429 = -768778.626856
  nChanged 5
		SP:Iteration 122Q (53291.460000 sec): 3 clusters
  Score: Raw -771668.630731 + Penalty 2889.383429 = -768779.247302
  nChanged 5
		SP:Iteration 123Q (53291.640000 sec): 3 clusters
  Score: Raw -771669.617332 + Penalty 2889.383429 = -768780.233902
  nChanged 7
		SP:Iteration 124Q (53291.820000 sec): 3 clusters
  Score: Raw -771671.419417 + Penalty 2889.383429 = -768782.035988
  nChanged 7
		SP:Iteration 125Q (53292.000000 sec): 3 clusters
  Score: Raw -771672.608225 + Penalty 2889.383429 = -768783.224795
  nChanged 6
		SP:Iteration 126Q (53292.170000 sec): 3 clusters
  Score: Raw -771673.264283 + Penalty 2889.383429 = -768783.880853
  nChanged 2
		SP:Iteration 127Q (53292.390000 sec): 3 clusters
  Score: Raw -771673.495043 + Penalty 2889.383429 = -768784.111614
  nChanged 1
		SP:Iteration 128Q (53292.560000 sec): 3 clusters
  Score: Raw -771673.661283 + Penalty 2889.383429 = -768784.277854
  nChanged 2
		SP:Iteration 129Q (53292.750000 sec): 3 clusters
  Score: Raw -771673.962244 + Penalty 2889.383429 = -768784.578815
  nChanged 1
		SP:Iteration 130Q (53292.930000 sec): 3 clusters
  Score: Raw -771674.130398 + Penalty 2889.383429 = -768784.746968
  nChanged 1
		SP:Iteration 131Q (53293.110000 sec): 3 clusters
  Score: Raw -771674.396524 + Penalty 2889.383429 = -768785.013095
  nChanged 4
		SP:Iteration 132Q (53293.290000 sec): 3 clusters
  Score: Raw -771675.157587 + Penalty 2889.383429 = -768785.774158
  nChanged 4
		SP:Iteration 133Q (53293.470000 sec): 3 clusters
  Score: Raw -771675.817820 + Penalty 2889.383429 = -768786.434391
  nChanged 3
		SP:Iteration 134Q (53293.650000 sec): 3 clusters
  Score: Raw -771676.177875 + Penalty 2889.383429 = -768786.794445
  nChanged 2
		SP:Iteration 135Q (53293.830000 sec): 3 clusters
  Score: Raw -771676.504493 + Penalty 2889.383429 = -768787.121064
  nChanged 4
		SP:Iteration 136Q (53294.010000 sec): 3 clusters
  Score: Raw -771677.025980 + Penalty 2889.383429 = -768787.642550
  nChanged 2
		SP:Iteration 137Q (53294.190000 sec): 3 clusters
  Score: Raw -771677.291678 + Penalty 2889.383429 = -768787.908249
  nChanged 3
		SP:Iteration 138Q (53294.400000 sec): 3 clusters
  Score: Raw -771677.681128 + Penalty 2889.383429 = -768788.297698
  nChanged 2
		SP:Iteration 139Q (53294.620000 sec): 3 clusters
  Score: Raw -771677.930656 + Penalty 2889.383429 = -768788.547226
  nChanged 3
		SP:Iteration 140F (53294.760000 sec): 3 clusters
  Score: Raw -771678.235281 + Penalty 2889.383429 = -768788.851852
  nChanged 2
		SP:Iteration 141Q (53294.950000 sec): 3 clusters
  Score: Raw -771678.372355 + Penalty 2889.383429 = -768788.988925
  nChanged 1
		SP:Iteration 142Q (53295.120000 sec): 3 clusters
  Score: Raw -771678.459983 + Penalty 2889.383429 = -768789.076554
  nChanged 2
		SP:Iteration 143Q (53295.310000 sec): 3 clusters
  Score: Raw -771678.672539 + Penalty 2889.383429 = -768789.289110
  nChanged 3
		SP:Iteration 144Q (53295.490000 sec): 3 clusters
  Score: Raw -771678.985853 + Penalty 2889.383429 = -768789.602423
  nChanged 3
		SP:Iteration 145Q (53295.670000 sec): 3 clusters
  Score: Raw -771679.641853 + Penalty 2889.383429 = -768790.258424
  nChanged 2
		SP:Iteration 146Q (53295.860000 sec): 3 clusters
  Score: Raw -771679.937704 + Penalty 2889.383429 = -768790.554275
  nChanged 3
		SP:Iteration 147Q (53296.080000 sec): 3 clusters
  Score: Raw -771680.274449 + Penalty 2889.383429 = -768790.891020
  nChanged 2
		SP:Iteration 148Q (53296.280000 sec): 3 clusters
  Score: Raw -771680.640726 + Penalty 2889.383429 = -768791.257297
  nChanged 3
		SP:Iteration 149Q (53296.490000 sec): 3 clusters
  Score: Raw -771680.948725 + Penalty 2889.383429 = -768791.565296
  nChanged 5
		SP:Iteration 150Q (53296.750000 sec): 3 clusters
  Score: Raw -771681.740796 + Penalty 2889.383429 = -768792.357367
  nChanged 7
		SP:Iteration 151Q (53296.900000 sec): 3 clusters
  Score: Raw -771682.687403 + Penalty 2889.383429 = -768793.303974
  nChanged 7
		SP:Iteration 152Q (53297.150000 sec): 3 clusters
  Score: Raw -771684.003931 + Penalty 2889.383429 = -768794.620502
  nChanged 5
		SP:Iteration 153Q (53297.350000 sec): 3 clusters
  Score: Raw -771684.711150 + Penalty 2889.383429 = -768795.327721
  nChanged 3
		SP:Iteration 154Q (53297.530000 sec): 3 clusters
  Score: Raw -771685.041658 + Penalty 2889.383429 = -768795.658228
  nChanged 1
		SP:Iteration 155Q (53297.780000 sec): 3 clusters
  Score: Raw -771685.138910 + Penalty 2889.383429 = -768795.755480
  nChanged 1
		SP:Iteration 156Q (53297.980000 sec): 3 clusters
  Score: Raw -771685.225108 + Penalty 2889.383429 = -768795.841679
  nChanged 1
		SP:Iteration 157Q (53298.190000 sec): 3 clusters
  Score: Raw -771685.363347 + Penalty 2889.383429 = -768795.979917
  nChanged 1
		SP:Iteration 158Q (53298.370000 sec): 3 clusters
  Score: Raw -771685.487789 + Penalty 2889.383429 = -768796.104359
  nChanged 1
		SP:Iteration 159Q (53298.610000 sec): 3 clusters
  Score: Raw -771685.552502 + Penalty 2889.383429 = -768796.169072
  nChanged 0
		SP:Iteration 160F (53298.870000 sec): 3 clusters
  Score: Raw -771685.552502 + Penalty 2889.383429 = -768796.169072
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53299.070000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53299.240000 sec): 3 clusters
  Score: Raw -233851.118781 + Penalty 2522.428734 = -231328.690047
  nChanged 868
		SP:Iteration 1F (53299.430000 sec): 3 clusters
  Score: Raw -234362.271643 + Penalty 2522.428734 = -231839.842909
  nChanged 169
		SP:Iteration 2F (53299.660000 sec): 3 clusters
  Score: Raw -234476.507486 + Penalty 2522.428734 = -231954.078753
  nChanged 126
		SP:Iteration 3F (53299.880000 sec): 3 clusters
  Score: Raw -234610.496471 + Penalty 2522.428734 = -232088.067737
  nChanged 111
		SP:Iteration 4Q (53300.090000 sec): 3 clusters
  Score: Raw -234741.723313 + Penalty 2522.428734 = -232219.294579
  nChanged 119
		SP:Iteration 5F (53300.280000 sec): 3 clusters
  Score: Raw -234845.558684 + Penalty 2522.428734 = -232323.129951
  nChanged 97
		SP:Iteration 6Q (53300.470000 sec): 3 clusters
  Score: Raw -234920.522474 + Penalty 2522.428734 = -232398.093741
  nChanged 92
		SP:Iteration 7Q (53300.650000 sec): 3 clusters
  Score: Raw -234982.596256 + Penalty 2522.428734 = -232460.167522
  nChanged 92
		SP:Iteration 8Q (53300.830000 sec): 3 clusters
  Score: Raw -235041.399454 + Penalty 2522.428734 = -232518.970720
  nChanged 80
		SP:Iteration 9Q (53301.030000 sec): 3 clusters
  Score: Raw -235096.961889 + Penalty 2522.428734 = -232574.533155
  nChanged 79
		SP:Iteration 10Q (53301.150000 sec): 3 clusters
  Score: Raw -235161.710279 + Penalty 2522.428734 = -232639.281545
  nChanged 79
		SP:Iteration 11Q (53301.390000 sec): 3 clusters
  Score: Raw -235214.370219 + Penalty 2522.428734 = -232691.941486
  nChanged 72
		SP:Iteration 12Q (53301.580000 sec): 3 clusters
  Score: Raw -235252.855400 + Penalty 2522.428734 = -232730.426666
  nChanged 37
		SP:Iteration 13Q (53301.760000 sec): 3 clusters
  Score: Raw -235272.965515 + Penalty 2522.428734 = -232750.536781
  nChanged 33
		SP:Iteration 14Q (53301.970000 sec): 3 clusters
  Score: Raw -235295.705480 + Penalty 2522.428734 = -232773.276746
  nChanged 37
		SP:Iteration 15Q (53302.160000 sec): 3 clusters
  Score: Raw -235318.506659 + Penalty 2522.428734 = -232796.077925
  nChanged 28
		SP:Iteration 16Q (53302.350000 sec): 3 clusters
  Score: Raw -235334.777368 + Penalty 2522.428734 = -232812.348634
  nChanged 23
		SP:Iteration 17Q (53302.550000 sec): 3 clusters
  Score: Raw -235346.017075 + Penalty 2522.428734 = -232823.588341
  nChanged 14
		SP:Iteration 18Q (53302.760000 sec): 3 clusters
  Score: Raw -235353.186158 + Penalty 2522.428734 = -232830.757424
  nChanged 13
		SP:Iteration 19Q (53302.970000 sec): 3 clusters
  Score: Raw -235358.822819 + Penalty 2522.428734 = -232836.394085
  nChanged 10
		SP:Iteration 20F (53303.120000 sec): 3 clusters
  Score: Raw -235363.011907 + Penalty 2522.428734 = -232840.583174
  nChanged 12
		SP:Iteration 21Q (53303.270000 sec): 3 clusters
  Score: Raw -235370.420590 + Penalty 2522.428734 = -232847.991857
  nChanged 15
		SP:Iteration 22Q (53303.430000 sec): 3 clusters
  Score: Raw -235379.620973 + Penalty 2522.428734 = -232857.192239
  nChanged 12
		SP:Iteration 23Q (53303.640000 sec): 3 clusters
  Score: Raw -235385.872278 + Penalty 2522.428734 = -232863.443544
  nChanged 16
		SP:Iteration 24Q (53303.770000 sec): 3 clusters
  Score: Raw -235393.848540 + Penalty 2522.428734 = -232871.419806
  nChanged 12
		SP:Iteration 25Q (53303.960000 sec): 3 clusters
  Score: Raw -235402.109144 + Penalty 2522.428734 = -232879.680410
  nChanged 14
		SP:Iteration 26Q (53304.160000 sec): 3 clusters
  Score: Raw -235411.199895 + Penalty 2522.428734 = -232888.771161
  nChanged 16
		SP:Iteration 27Q (53304.340000 sec): 3 clusters
  Score: Raw -235423.675636 + Penalty 2522.428734 = -232901.246903
  nChanged 10
		SP:Iteration 28Q (53304.500000 sec): 3 clusters
  Score: Raw -235428.508534 + Penalty 2522.428734 = -232906.079801
  nChanged 7
		SP:Iteration 29Q (53304.670000 sec): 3 clusters
  Score: Raw -235432.611877 + Penalty 2522.428734 = -232910.183143
  nChanged 5
		SP:Iteration 30Q (53304.830000 sec): 3 clusters
  Score: Raw -235434.630859 + Penalty 2522.428734 = -232912.202125
  nChanged 5
		SP:Iteration 31Q (53305.010000 sec): 3 clusters
  Score: Raw -235436.840787 + Penalty 2522.428734 = -232914.412054
  nChanged 4
		SP:Iteration 32Q (53305.210000 sec): 3 clusters
  Score: Raw -235438.448806 + Penalty 2522.428734 = -232916.020072
  nChanged 4
		SP:Iteration 33Q (53305.390000 sec): 3 clusters
  Score: Raw -235440.757016 + Penalty 2522.428734 = -232918.328282
  nChanged 5
		SP:Iteration 34Q (53305.580000 sec): 3 clusters
  Score: Raw -235442.952233 + Penalty 2522.428734 = -232920.523499
  nChanged 3
		SP:Iteration 35Q (53305.750000 sec): 3 clusters
  Score: Raw -235444.669172 + Penalty 2522.428734 = -232922.240438
  nChanged 7
		SP:Iteration 36Q (53305.950000 sec): 3 clusters
  Score: Raw -235447.620261 + Penalty 2522.428734 = -232925.191527
  nChanged 6
		SP:Iteration 37Q (53306.180000 sec): 3 clusters
  Score: Raw -235451.637952 + Penalty 2522.428734 = -232929.209219
  nChanged 5
		SP:Iteration 38Q (53306.320000 sec): 3 clusters
  Score: Raw -235455.740448 + Penalty 2522.428734 = -232933.311715
  nChanged 6
		SP:Iteration 39Q (53306.500000 sec): 3 clusters
  Score: Raw -235459.020288 + Penalty 2522.428734 = -232936.591555
  nChanged 7
		SP:Iteration 40F (53306.660000 sec): 3 clusters
  Score: Raw -235462.118807 + Penalty 2522.428734 = -232939.690073
  nChanged 4
		SP:Iteration 41Q (53306.830000 sec): 3 clusters
  Score: Raw -235464.257431 + Penalty 2522.428734 = -232941.828697
  nChanged 4
		SP:Iteration 42Q (53307.020000 sec): 3 clusters
  Score: Raw -235466.366629 + Penalty 2522.428734 = -232943.937895
  nChanged 4
		SP:Iteration 43Q (53307.230000 sec): 3 clusters
  Score: Raw -235469.118805 + Penalty 2522.428734 = -232946.690071
  nChanged 5
		SP:Iteration 44Q (53307.410000 sec): 3 clusters
  Score: Raw -235471.870542 + Penalty 2522.428734 = -232949.441808
  nChanged 4
		SP:Iteration 45Q (53307.620000 sec): 3 clusters
  Score: Raw -235474.402446 + Penalty 2522.428734 = -232951.973712
  nChanged 7
		SP:Iteration 46Q (53307.790000 sec): 3 clusters
  Score: Raw -235477.285764 + Penalty 2522.428734 = -232954.857030
  nChanged 2
		SP:Iteration 47Q (53307.950000 sec): 3 clusters
  Score: Raw -235478.207246 + Penalty 2522.428734 = -232955.778512
  nChanged 2
		SP:Iteration 48Q (53308.100000 sec): 3 clusters
  Score: Raw -235479.082875 + Penalty 2522.428734 = -232956.654142
  nChanged 5
		SP:Iteration 49Q (53308.260000 sec): 3 clusters
  Score: Raw -235481.381474 + Penalty 2522.428734 = -232958.952740
  nChanged 4
		SP:Iteration 50Q (53308.420000 sec): 3 clusters
  Score: Raw -235484.109995 + Penalty 2522.428734 = -232961.681261
  nChanged 2
		SP:Iteration 51Q (53308.580000 sec): 3 clusters
  Score: Raw -235484.737181 + Penalty 2522.428734 = -232962.308447
  nChanged 1
		SP:Iteration 52Q (53308.690000 sec): 3 clusters
  Score: Raw -235484.967686 + Penalty 2522.428734 = -232962.538952
  nChanged 0
		SP:Iteration 53F (53308.840000 sec): 3 clusters
  Score: Raw -235484.967686 + Penalty 2522.428734 = -232962.538952
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53308.960000 sec): 2 clusters
  Score: Raw -538673.326415 + Penalty 1396.940796 = -537276.385618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53309.180000 sec): 3 clusters
  Score: Raw -535829.204912 + Penalty 2793.881593 = -533035.323320
  nChanged 2226
		SP:Iteration 1F (53309.430000 sec): 3 clusters
  Score: Raw -537080.974884 + Penalty 2793.881593 = -534287.093292
  nChanged 389
		SP:Iteration 2F (53309.670000 sec): 3 clusters
  Score: Raw -537286.333502 + Penalty 2793.881593 = -534492.451909
  nChanged 292
		SP:Iteration 3F (53309.880000 sec): 3 clusters
  Score: Raw -537446.090122 + Penalty 2793.881593 = -534652.208529
  nChanged 231
		SP:Iteration 4Q (53310.080000 sec): 3 clusters
  Score: Raw -537575.047598 + Penalty 2793.881593 = -534781.166005
  nChanged 234
		SP:Iteration 5Q (53310.290000 sec): 3 clusters
  Score: Raw -537717.482302 + Penalty 2793.881593 = -534923.600709
  nChanged 225
		SP:Iteration 6Q (53310.480000 sec): 3 clusters
  Score: Raw -537875.398990 + Penalty 2793.881593 = -535081.517397
  nChanged 238
		SP:Iteration 7Q (53310.620000 sec): 3 clusters
  Score: Raw -538028.912830 + Penalty 2793.881593 = -535235.031237
  nChanged 225
		SP:Iteration 8Q (53310.820000 sec): 3 clusters
  Score: Raw -538170.248004 + Penalty 2793.881593 = -535376.366411
  nChanged 205
		SP:Iteration 9Q (53310.960000 sec): 3 clusters
  Score: Raw -538305.141253 + Penalty 2793.881593 = -535511.259660
  nChanged 193
		SP:Iteration 10Q (53311.160000 sec): 3 clusters
  Score: Raw -538421.569402 + Penalty 2793.881593 = -535627.687809
  nChanged 159
		SP:Iteration 11Q (53311.360000 sec): 3 clusters
  Score: Raw -538523.692174 + Penalty 2793.881593 = -535729.810581
  nChanged 135
		SP:Iteration 12Q (53311.570000 sec): 3 clusters
  Score: Raw -538616.594645 + Penalty 2793.881593 = -535822.713053
  nChanged 133
		SP:Iteration 13Q (53311.740000 sec): 3 clusters
  Score: Raw -538703.206044 + Penalty 2793.881593 = -535909.324451
  nChanged 121
		SP:Iteration 14Q (53311.950000 sec): 3 clusters
  Score: Raw -538786.470395 + Penalty 2793.881593 = -535992.588802
  nChanged 128
		SP:Iteration 15Q (53312.180000 sec): 3 clusters
  Score: Raw -538873.188430 + Penalty 2793.881593 = -536079.306837
  nChanged 119
		SP:Iteration 16Q (53312.400000 sec): 3 clusters
  Score: Raw -538955.308570 + Penalty 2793.881593 = -536161.426977
  nChanged 106
		SP:Iteration 17Q (53312.630000 sec): 3 clusters
  Score: Raw -539026.936734 + Penalty 2793.881593 = -536233.055141
  nChanged 84
		SP:Iteration 18Q (53312.850000 sec): 3 clusters
  Score: Raw -539088.274013 + Penalty 2793.881593 = -536294.392420
  nChanged 102
		SP:Iteration 19Q (53313.090000 sec): 3 clusters
  Score: Raw -539150.441238 + Penalty 2793.881593 = -536356.559646
  nChanged 77
		SP:Iteration 20F (53313.270000 sec): 3 clusters
  Score: Raw -539197.125410 + Penalty 2793.881593 = -536403.243817
  nChanged 65
		SP:Iteration 21Q (53313.480000 sec): 3 clusters
  Score: Raw -539231.820815 + Penalty 2793.881593 = -536437.939223
  nChanged 56
		SP:Iteration 22Q (53313.680000 sec): 3 clusters
  Score: Raw -539261.801399 + Penalty 2793.881593 = -536467.919806
  nChanged 50
		SP:Iteration 23Q (53313.890000 sec): 3 clusters
  Score: Raw -539290.077315 + Penalty 2793.881593 = -536496.195722
  nChanged 58
		SP:Iteration 24Q (53314.060000 sec): 3 clusters
  Score: Raw -539330.295781 + Penalty 2793.881593 = -536536.414189
  nChanged 68
		SP:Iteration 25Q (53314.280000 sec): 3 clusters
  Score: Raw -539394.780310 + Penalty 2793.881593 = -536600.898717
  nChanged 72
		SP:Iteration 26Q (53314.500000 sec): 3 clusters
  Score: Raw -539466.062607 + Penalty 2793.881593 = -536672.181014
  nChanged 69
		SP:Iteration 27Q (53314.640000 sec): 3 clusters
  Score: Raw -539554.348031 + Penalty 2793.881593 = -536760.466438
  nChanged 79
		SP:Iteration 28Q (53314.850000 sec): 3 clusters
  Score: Raw -539674.731901 + Penalty 2793.881593 = -536880.850308
  nChanged 74
		SP:Iteration 29Q (53315.050000 sec): 3 clusters
  Score: Raw -539772.803661 + Penalty 2793.881593 = -536978.922068
  nChanged 57
		SP:Iteration 30Q (53315.230000 sec): 3 clusters
  Score: Raw -539815.335819 + Penalty 2793.881593 = -537021.454227
  nChanged 36
		SP:Iteration 31Q (53315.480000 sec): 3 clusters
  Score: Raw -539831.012700 + Penalty 2793.881593 = -537037.131108
  nChanged 23
		SP:Iteration 32Q (53315.650000 sec): 3 clusters
  Score: Raw -539838.698596 + Penalty 2793.881593 = -537044.817003
  nChanged 10
		SP:Iteration 33Q (53315.860000 sec): 3 clusters
  Score: Raw -539840.468781 + Penalty 2793.881593 = -537046.587188
  nChanged 7
		SP:Iteration 34Q (53316.120000 sec): 3 clusters
  Score: Raw -539841.864332 + Penalty 2793.881593 = -537047.982739
  nChanged 4
		SP:Iteration 35Q (53316.290000 sec): 3 clusters
  Score: Raw -539842.532687 + Penalty 2793.881593 = -537048.651094
  nChanged 2
		SP:Iteration 36Q (53316.520000 sec): 3 clusters
  Score: Raw -539842.811021 + Penalty 2793.881593 = -537048.929429
  nChanged 1
		SP:Iteration 37Q (53316.760000 sec): 3 clusters
  Score: Raw -539843.058609 + Penalty 2793.881593 = -537049.177016
  nChanged 2
		SP:Iteration 38Q (53316.960000 sec): 3 clusters
  Score: Raw -539843.683364 + Penalty 2793.881593 = -537049.801771
  nChanged 3
		SP:Iteration 39Q (53317.150000 sec): 3 clusters
  Score: Raw -539844.280513 + Penalty 2793.881593 = -537050.398920
  nChanged 1
		SP:Iteration 40F (53317.330000 sec): 3 clusters
  Score: Raw -539844.403941 + Penalty 2793.881593 = -537050.522348
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53317.400000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53317.600000 sec): 3 clusters
  Score: Raw -53392.510015 + Penalty 2036.840178 = -51355.669837
  nChanged 140
		SP:Iteration 1F (53317.750000 sec): 3 clusters
  Score: Raw -53634.301014 + Penalty 2036.840178 = -51597.460836
  nChanged 46
		SP:Iteration 2F (53317.920000 sec): 3 clusters
  Score: Raw -53712.540984 + Penalty 2036.840178 = -51675.700806
  nChanged 29
		SP:Iteration 3F (53318.080000 sec): 3 clusters
  Score: Raw -53758.802534 + Penalty 2036.840178 = -51721.962356
  nChanged 20
		SP:Iteration 4Q (53318.240000 sec): 3 clusters
  Score: Raw -53805.040245 + Penalty 2036.840178 = -51768.200066
  nChanged 15
		SP:Iteration 5Q (53318.400000 sec): 3 clusters
  Score: Raw -53838.574490 + Penalty 2036.840178 = -51801.734312
  nChanged 20
		SP:Iteration 6Q (53318.560000 sec): 3 clusters
  Score: Raw -53900.617245 + Penalty 2036.840178 = -51863.777067
  nChanged 20
		SP:Iteration 7Q (53318.720000 sec): 3 clusters
  Score: Raw -53946.512615 + Penalty 2036.840178 = -51909.672437
  nChanged 9
		SP:Iteration 8Q (53318.920000 sec): 3 clusters
  Score: Raw -53971.329370 + Penalty 2036.840178 = -51934.489192
  nChanged 10
		SP:Iteration 9Q (53319.100000 sec): 3 clusters
  Score: Raw -53991.887548 + Penalty 2036.840178 = -51955.047369
  nChanged 7
		SP:Iteration 10Q (53319.230000 sec): 3 clusters
  Score: Raw -54013.443726 + Penalty 2036.840178 = -51976.603548
  nChanged 5
		SP:Iteration 11Q (53319.340000 sec): 3 clusters
  Score: Raw -54034.880663 + Penalty 2036.840178 = -51998.040485
  nChanged 6
		SP:Iteration 12Q (53319.480000 sec): 3 clusters
  Score: Raw -54053.603327 + Penalty 2036.840178 = -52016.763149
  nChanged 5
		SP:Iteration 13Q (53319.620000 sec): 3 clusters
  Score: Raw -54065.342280 + Penalty 2036.840178 = -52028.502102
  nChanged 2
		SP:Iteration 14Q (53319.750000 sec): 3 clusters
  Score: Raw -54069.622579 + Penalty 2036.840178 = -52032.782400
  nChanged 4
		SP:Iteration 15Q (53319.870000 sec): 3 clusters
  Score: Raw -54074.539468 + Penalty 2036.840178 = -52037.699290
  nChanged 2
		SP:Iteration 16Q (53320.010000 sec): 3 clusters
  Score: Raw -54077.819924 + Penalty 2036.840178 = -52040.979746
  nChanged 0
		SP:Iteration 17F (53320.180000 sec): 3 clusters
  Score: Raw -54077.819924 + Penalty 2036.840178 = -52040.979746
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53320.290000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53320.540000 sec): 3 clusters
  Score: Raw -315454.150170 + Penalty 2591.611318 = -312862.538853
  nChanged 1100
		SP:Iteration 1F (53320.750000 sec): 3 clusters
  Score: Raw -316221.568246 + Penalty 2591.611318 = -313629.956928
  nChanged 232
		SP:Iteration 2F (53320.910000 sec): 3 clusters
  Score: Raw -316457.469567 + Penalty 2591.611318 = -313865.858249
  nChanged 221
		SP:Iteration 3F (53321.140000 sec): 3 clusters
  Score: Raw -316645.471597 + Penalty 2591.611318 = -314053.860280
  nChanged 175
		SP:Iteration 4F (53321.340000 sec): 3 clusters
  Score: Raw -316778.375578 + Penalty 2591.611318 = -314186.764260
  nChanged 157
		SP:Iteration 5F (53321.530000 sec): 3 clusters
  Score: Raw -316889.603868 + Penalty 2591.611318 = -314297.992551
  nChanged 139
		SP:Iteration 6Q (53321.720000 sec): 3 clusters
  Score: Raw -317009.664706 + Penalty 2591.611318 = -314418.053388
  nChanged 120
		SP:Iteration 7Q (53321.900000 sec): 3 clusters
  Score: Raw -317103.156035 + Penalty 2591.611318 = -314511.544717
  nChanged 96
		SP:Iteration 8Q (53322.070000 sec): 3 clusters
  Score: Raw -317185.160050 + Penalty 2591.611318 = -314593.548732
  nChanged 81
		SP:Iteration 9Q (53322.200000 sec): 3 clusters
  Score: Raw -317257.192039 + Penalty 2591.611318 = -314665.580721
  nChanged 60
		SP:Iteration 10Q (53322.390000 sec): 3 clusters
  Score: Raw -317313.546820 + Penalty 2591.611318 = -314721.935502
  nChanged 38
		SP:Iteration 11Q (53322.540000 sec): 3 clusters
  Score: Raw -317344.086703 + Penalty 2591.611318 = -314752.475386
  nChanged 33
		SP:Iteration 12Q (53322.670000 sec): 3 clusters
  Score: Raw -317366.732343 + Penalty 2591.611318 = -314775.121026
  nChanged 15
		SP:Iteration 13Q (53322.800000 sec): 3 clusters
  Score: Raw -317377.292438 + Penalty 2591.611318 = -314785.681120
  nChanged 18
		SP:Iteration 14Q (53322.960000 sec): 3 clusters
  Score: Raw -317390.209306 + Penalty 2591.611318 = -314798.597989
  nChanged 23
		SP:Iteration 15Q (53323.140000 sec): 3 clusters
  Score: Raw -317403.675114 + Penalty 2591.611318 = -314812.063796
  nChanged 8
		SP:Iteration 16Q (53323.260000 sec): 3 clusters
  Score: Raw -317411.290360 + Penalty 2591.611318 = -314819.679042
  nChanged 12
		SP:Iteration 17Q (53323.370000 sec): 3 clusters
  Score: Raw -317422.753900 + Penalty 2591.611318 = -314831.142583
  nChanged 10
		SP:Iteration 18Q (53323.570000 sec): 3 clusters
  Score: Raw -317432.096557 + Penalty 2591.611318 = -314840.485239
  nChanged 8
		SP:Iteration 19Q (53323.730000 sec): 3 clusters
  Score: Raw -317439.372909 + Penalty 2591.611318 = -314847.761592
  nChanged 10
		SP:Iteration 20F (53323.900000 sec): 3 clusters
  Score: Raw -317446.490062 + Penalty 2591.611318 = -314854.878745
  nChanged 5
		SP:Iteration 21Q (53324.060000 sec): 3 clusters
  Score: Raw -317450.108827 + Penalty 2591.611318 = -314858.497509
  nChanged 3
		SP:Iteration 22Q (53324.230000 sec): 3 clusters
  Score: Raw -317451.685414 + Penalty 2591.611318 = -314860.074096
  nChanged 4
		SP:Iteration 23Q (53324.390000 sec): 3 clusters
  Score: Raw -317452.923107 + Penalty 2591.611318 = -314861.311790
  nChanged 0
		SP:Iteration 24F (53324.560000 sec): 3 clusters
  Score: Raw -317452.923107 + Penalty 2591.611318 = -314861.311790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53324.680000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53324.880000 sec): 3 clusters
  Score: Raw -44101.507066 + Penalty 1955.251077 = -42146.255989
  nChanged 86
		SP:Iteration 1F (53325.020000 sec): 3 clusters
  Score: Raw -44243.219273 + Penalty 1955.251077 = -42287.968196
  nChanged 15
		SP:Iteration 2Q (53325.220000 sec): 3 clusters
  Score: Raw -44269.458441 + Penalty 1955.251077 = -42314.207364
  nChanged 6
		SP:Iteration 3Q (53325.440000 sec): 3 clusters
  Score: Raw -44278.536794 + Penalty 1955.251077 = -42323.285717
  nChanged 1
		SP:Iteration 4Q (53325.620000 sec): 3 clusters
  Score: Raw -44280.924451 + Penalty 1955.251077 = -42325.673374
  nChanged 0
		SP:Iteration 5F (53325.790000 sec): 3 clusters
  Score: Raw -44280.924451 + Penalty 1955.251077 = -42325.673374
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53325.920000 sec): 2 clusters
  Score: Raw -594295.124118 + Penalty 1412.720454 = -592882.403664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53326.160000 sec): 3 clusters
  Score: Raw -591146.134111 + Penalty 2825.440909 = -588320.693202
  nChanged 2421
		SP:Iteration 1F (53326.360000 sec): 3 clusters
  Score: Raw -592499.272568 + Penalty 2825.440909 = -589673.831659
  nChanged 420
		SP:Iteration 2F (53326.600000 sec): 3 clusters
  Score: Raw -592761.059290 + Penalty 2825.440909 = -589935.618381
  nChanged 399
		SP:Iteration 3F (53326.810000 sec): 3 clusters
  Score: Raw -593026.737069 + Penalty 2825.440909 = -590201.296160
  nChanged 357
		SP:Iteration 4F (53327.000000 sec): 3 clusters
  Score: Raw -593285.420248 + Penalty 2825.440909 = -590459.979340
  nChanged 367
		SP:Iteration 5F (53327.130000 sec): 3 clusters
  Score: Raw -593562.866550 + Penalty 2825.440909 = -590737.425641
  nChanged 320
		SP:Iteration 6F (53327.320000 sec): 3 clusters
  Score: Raw -593815.009671 + Penalty 2825.440909 = -590989.568763
  nChanged 274
		SP:Iteration 7Q (53327.500000 sec): 3 clusters
  Score: Raw -594048.415456 + Penalty 2825.440909 = -591222.974548
  nChanged 219
		SP:Iteration 8Q (53327.740000 sec): 3 clusters
  Score: Raw -594216.129623 + Penalty 2825.440909 = -591390.688714
  nChanged 139
		SP:Iteration 9Q (53327.910000 sec): 3 clusters
  Score: Raw -594315.924117 + Penalty 2825.440909 = -591490.483208
  nChanged 85
		SP:Iteration 10Q (53328.080000 sec): 3 clusters
  Score: Raw -594375.616456 + Penalty 2825.440909 = -591550.175547
  nChanged 56
		SP:Iteration 11Q (53328.300000 sec): 3 clusters
  Score: Raw -594409.562581 + Penalty 2825.440909 = -591584.121672
  nChanged 43
		SP:Iteration 12Q (53328.490000 sec): 3 clusters
  Score: Raw -594434.181924 + Penalty 2825.440909 = -591608.741015
  nChanged 27
		SP:Iteration 13Q (53328.680000 sec): 3 clusters
  Score: Raw -594452.803142 + Penalty 2825.440909 = -591627.362233
  nChanged 22
		SP:Iteration 14Q (53328.880000 sec): 3 clusters
  Score: Raw -594474.169441 + Penalty 2825.440909 = -591648.728532
  nChanged 24
		SP:Iteration 15Q (53329.120000 sec): 3 clusters
  Score: Raw -594486.893572 + Penalty 2825.440909 = -591661.452663
  nChanged 12
		SP:Iteration 16Q (53329.310000 sec): 3 clusters
  Score: Raw -594494.052239 + Penalty 2825.440909 = -591668.611330
  nChanged 10
		SP:Iteration 17Q (53329.510000 sec): 3 clusters
  Score: Raw -594501.545317 + Penalty 2825.440909 = -591676.104409
  nChanged 11
		SP:Iteration 18Q (53329.750000 sec): 3 clusters
  Score: Raw -594507.048357 + Penalty 2825.440909 = -591681.607448
  nChanged 4
		SP:Iteration 19Q (53329.960000 sec): 3 clusters
  Score: Raw -594509.602223 + Penalty 2825.440909 = -591684.161314
  nChanged 8
		SP:Iteration 20F (53330.150000 sec): 3 clusters
  Score: Raw -594513.847683 + Penalty 2825.440909 = -591688.406774
  nChanged 3
		SP:Iteration 21Q (53330.340000 sec): 3 clusters
  Score: Raw -594515.935402 + Penalty 2825.440909 = -591690.494493
  nChanged 4
		SP:Iteration 22Q (53330.540000 sec): 3 clusters
  Score: Raw -594518.186506 + Penalty 2825.440909 = -591692.745598
  nChanged 6
		SP:Iteration 23Q (53330.830000 sec): 3 clusters
  Score: Raw -594521.963697 + Penalty 2825.440909 = -591696.522788
  nChanged 4
		SP:Iteration 24Q (53331.020000 sec): 3 clusters
  Score: Raw -594523.396508 + Penalty 2825.440909 = -591697.955599
  nChanged 0
		SP:Iteration 25F (53331.220000 sec): 3 clusters
  Score: Raw -594523.396508 + Penalty 2825.440909 = -591697.955599
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53331.330000 sec): 2 clusters
  Score: Raw -376249.706643 + Penalty 1352.783461 = -374896.923182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53331.530000 sec): 3 clusters
  Score: Raw -374178.448344 + Penalty 2705.566922 = -371472.881422
  nChanged 1665
		SP:Iteration 1F (53331.690000 sec): 3 clusters
  Score: Raw -375353.838186 + Penalty 2705.566922 = -372648.271264
  nChanged 452
		SP:Iteration 2F (53331.860000 sec): 3 clusters
  Score: Raw -375765.560576 + Penalty 2705.566922 = -373059.993654
  nChanged 340
		SP:Iteration 3F (53332.020000 sec): 3 clusters
  Score: Raw -376047.034366 + Penalty 2705.566922 = -373341.467444
  nChanged 265
		SP:Iteration 4F (53332.200000 sec): 3 clusters
  Score: Raw -376243.160132 + Penalty 2705.566922 = -373537.593210
  nChanged 184
		SP:Iteration 5Q (53332.380000 sec): 3 clusters
  Score: Raw -376358.821311 + Penalty 2705.566922 = -373653.254389
  nChanged 129
		SP:Iteration 6Q (53332.590000 sec): 3 clusters
  Score: Raw -376418.588960 + Penalty 2705.566922 = -373713.022038
  nChanged 75
		SP:Iteration 7Q (53332.800000 sec): 3 clusters
  Score: Raw -376454.075172 + Penalty 2705.566922 = -373748.508250
  nChanged 58
		SP:Iteration 8Q (53332.980000 sec): 3 clusters
  Score: Raw -376480.408208 + Penalty 2705.566922 = -373774.841286
  nChanged 46
		SP:Iteration 9Q (53333.140000 sec): 3 clusters
  Score: Raw -376501.917863 + Penalty 2705.566922 = -373796.350941
  nChanged 42
		SP:Iteration 10Q (53333.300000 sec): 3 clusters
  Score: Raw -376521.991261 + Penalty 2705.566922 = -373816.424339
  nChanged 36
		SP:Iteration 11Q (53333.460000 sec): 3 clusters
  Score: Raw -376535.838633 + Penalty 2705.566922 = -373830.271711
  nChanged 27
		SP:Iteration 12Q (53333.590000 sec): 3 clusters
  Score: Raw -376544.115032 + Penalty 2705.566922 = -373838.548110
  nChanged 32
		SP:Iteration 13Q (53333.790000 sec): 3 clusters
  Score: Raw -376553.479881 + Penalty 2705.566922 = -373847.912959
  nChanged 23
		SP:Iteration 14Q (53334.000000 sec): 3 clusters
  Score: Raw -376561.029468 + Penalty 2705.566922 = -373855.462546
  nChanged 19
		SP:Iteration 15Q (53334.160000 sec): 3 clusters
  Score: Raw -376565.701376 + Penalty 2705.566922 = -373860.134454
  nChanged 15
		SP:Iteration 16Q (53334.340000 sec): 3 clusters
  Score: Raw -376570.953562 + Penalty 2705.566922 = -373865.386640
  nChanged 8
		SP:Iteration 17Q (53334.490000 sec): 3 clusters
  Score: Raw -376573.409430 + Penalty 2705.566922 = -373867.842507
  nChanged 8
		SP:Iteration 18Q (53334.700000 sec): 3 clusters
  Score: Raw -376575.197528 + Penalty 2705.566922 = -373869.630606
  nChanged 7
		SP:Iteration 19Q (53334.870000 sec): 3 clusters
  Score: Raw -376576.864310 + Penalty 2705.566922 = -373871.297388
  nChanged 8
		SP:Iteration 20F (53335.040000 sec): 3 clusters
  Score: Raw -376579.684200 + Penalty 2705.566922 = -373874.117278
  nChanged 8
		SP:Iteration 21Q (53335.220000 sec): 3 clusters
  Score: Raw -376582.634637 + Penalty 2705.566922 = -373877.067715
  nChanged 13
		SP:Iteration 22Q (53335.390000 sec): 3 clusters
  Score: Raw -376586.563804 + Penalty 2705.566922 = -373880.996882
  nChanged 14
		SP:Iteration 23Q (53335.600000 sec): 3 clusters
  Score: Raw -376590.502746 + Penalty 2705.566922 = -373884.935824
  nChanged 10
		SP:Iteration 24Q (53335.780000 sec): 3 clusters
  Score: Raw -376592.689820 + Penalty 2705.566922 = -373887.122898
  nChanged 4
		SP:Iteration 25Q (53335.980000 sec): 3 clusters
  Score: Raw -376594.053506 + Penalty 2705.566922 = -373888.486584
  nChanged 8
		SP:Iteration 26Q (53336.140000 sec): 3 clusters
  Score: Raw -376597.100488 + Penalty 2705.566922 = -373891.533566
  nChanged 8
		SP:Iteration 27Q (53336.320000 sec): 3 clusters
  Score: Raw -376599.439559 + Penalty 2705.566922 = -373893.872637
  nChanged 3
		SP:Iteration 28Q (53336.490000 sec): 3 clusters
  Score: Raw -376600.537454 + Penalty 2705.566922 = -373894.970532
  nChanged 6
		SP:Iteration 29Q (53336.700000 sec): 3 clusters
  Score: Raw -376602.446766 + Penalty 2705.566922 = -373896.879843
  nChanged 3
		SP:Iteration 30Q (53336.890000 sec): 3 clusters
  Score: Raw -376603.666673 + Penalty 2705.566922 = -373898.099751
  nChanged 5
		SP:Iteration 31Q (53337.110000 sec): 3 clusters
  Score: Raw -376605.206572 + Penalty 2705.566922 = -373899.639650
  nChanged 6
		SP:Iteration 32Q (53337.340000 sec): 3 clusters
  Score: Raw -376606.855242 + Penalty 2705.566922 = -373901.288320
  nChanged 4
		SP:Iteration 33Q (53337.580000 sec): 3 clusters
  Score: Raw -376608.161838 + Penalty 2705.566922 = -373902.594916
  nChanged 2
		SP:Iteration 34Q (53337.750000 sec): 3 clusters
  Score: Raw -376608.400931 + Penalty 2705.566922 = -373902.834009
  nChanged 3
		SP:Iteration 35Q (53337.900000 sec): 3 clusters
  Score: Raw -376609.033962 + Penalty 2705.566922 = -373903.467040
  nChanged 1
		SP:Iteration 36Q (53338.070000 sec): 3 clusters
  Score: Raw -376609.146412 + Penalty 2705.566922 = -373903.579490
  nChanged 2
		SP:Iteration 37Q (53338.240000 sec): 3 clusters
  Score: Raw -376609.447108 + Penalty 2705.566922 = -373903.880186
  nChanged 1
		SP:Iteration 38Q (53338.400000 sec): 3 clusters
  Score: Raw -376609.731230 + Penalty 2705.566922 = -373904.164308
  nChanged 0
		SP:Iteration 39F (53338.580000 sec): 3 clusters
  Score: Raw -376609.731230 + Penalty 2705.566922 = -373904.164308
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53338.720000 sec): 2 clusters
  Score: Raw -436982.503806 + Penalty 1356.675863 = -435625.827944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53338.900000 sec): 3 clusters
  Score: Raw -434803.634391 + Penalty 2713.351725 = -432090.282666
  nChanged 1690
		SP:Iteration 1F (53339.110000 sec): 3 clusters
  Score: Raw -435702.412826 + Penalty 2713.351725 = -432989.061100
  nChanged 342
		SP:Iteration 2F (53339.300000 sec): 3 clusters
  Score: Raw -435877.936479 + Penalty 2713.351725 = -433164.584754
  nChanged 205
		SP:Iteration 3Q (53339.510000 sec): 3 clusters
  Score: Raw -435968.320817 + Penalty 2713.351725 = -433254.969092
  nChanged 166
		SP:Iteration 4Q (53339.710000 sec): 3 clusters
  Score: Raw -436035.565897 + Penalty 2713.351725 = -433322.214172
  nChanged 131
		SP:Iteration 5Q (53339.900000 sec): 3 clusters
  Score: Raw -436092.883400 + Penalty 2713.351725 = -433379.531675
  nChanged 140
		SP:Iteration 6Q (53340.070000 sec): 3 clusters
  Score: Raw -436154.070179 + Penalty 2713.351725 = -433440.718454
  nChanged 137
		SP:Iteration 7Q (53340.240000 sec): 3 clusters
  Score: Raw -436216.240494 + Penalty 2713.351725 = -433502.888768
  nChanged 121
		SP:Iteration 8Q (53340.430000 sec): 3 clusters
  Score: Raw -436269.489314 + Penalty 2713.351725 = -433556.137588
  nChanged 123
		SP:Iteration 9Q (53340.660000 sec): 3 clusters
  Score: Raw -436331.066845 + Penalty 2713.351725 = -433617.715120
  nChanged 122
		SP:Iteration 10Q (53340.890000 sec): 3 clusters
  Score: Raw -436395.716642 + Penalty 2713.351725 = -433682.364917
  nChanged 117
		SP:Iteration 11Q (53341.120000 sec): 3 clusters
  Score: Raw -436459.322946 + Penalty 2713.351725 = -433745.971220
  nChanged 108
		SP:Iteration 12Q (53341.250000 sec): 3 clusters
  Score: Raw -436516.693273 + Penalty 2713.351725 = -433803.341548
  nChanged 94
		SP:Iteration 13Q (53341.440000 sec): 3 clusters
  Score: Raw -436567.814970 + Penalty 2713.351725 = -433854.463244
  nChanged 104
		SP:Iteration 14Q (53341.600000 sec): 3 clusters
  Score: Raw -436620.817957 + Penalty 2713.351725 = -433907.466232
  nChanged 79
		SP:Iteration 15Q (53341.740000 sec): 3 clusters
  Score: Raw -436662.443694 + Penalty 2713.351725 = -433949.091969
  nChanged 76
		SP:Iteration 16Q (53341.910000 sec): 3 clusters
  Score: Raw -436709.738387 + Penalty 2713.351725 = -433996.386661
  nChanged 81
		SP:Iteration 17Q (53342.090000 sec): 3 clusters
  Score: Raw -436758.122074 + Penalty 2713.351725 = -434044.770348
  nChanged 72
		SP:Iteration 18Q (53342.220000 sec): 3 clusters
  Score: Raw -436807.536710 + Penalty 2713.351725 = -434094.184984
  nChanged 61
		SP:Iteration 19Q (53342.340000 sec): 3 clusters
  Score: Raw -436847.947969 + Penalty 2713.351725 = -434134.596243
  nChanged 53
		SP:Iteration 20F (53342.510000 sec): 3 clusters
  Score: Raw -436886.272964 + Penalty 2713.351725 = -434172.921239
  nChanged 48
		SP:Iteration 21Q (53342.660000 sec): 3 clusters
  Score: Raw -436919.411699 + Penalty 2713.351725 = -434206.059973
  nChanged 40
		SP:Iteration 22Q (53342.860000 sec): 3 clusters
  Score: Raw -436943.683170 + Penalty 2713.351725 = -434230.331444
  nChanged 30
		SP:Iteration 23Q (53343.070000 sec): 3 clusters
  Score: Raw -436965.011566 + Penalty 2713.351725 = -434251.659840
  nChanged 29
		SP:Iteration 24Q (53343.240000 sec): 3 clusters
  Score: Raw -436988.237515 + Penalty 2713.351725 = -434274.885790
  nChanged 35
		SP:Iteration 25Q (53343.410000 sec): 3 clusters
  Score: Raw -437017.395083 + Penalty 2713.351725 = -434304.043358
  nChanged 29
		SP:Iteration 26Q (53343.580000 sec): 3 clusters
  Score: Raw -437041.606097 + Penalty 2713.351725 = -434328.254371
  nChanged 19
		SP:Iteration 27Q (53343.780000 sec): 3 clusters
  Score: Raw -437055.940796 + Penalty 2713.351725 = -434342.589070
  nChanged 11
		SP:Iteration 28Q (53343.940000 sec): 3 clusters
  Score: Raw -437063.814544 + Penalty 2713.351725 = -434350.462819
  nChanged 9
		SP:Iteration 29Q (53344.100000 sec): 3 clusters
  Score: Raw -437071.382335 + Penalty 2713.351725 = -434358.030609
  nChanged 9
		SP:Iteration 30Q (53344.300000 sec): 3 clusters
  Score: Raw -437081.152907 + Penalty 2713.351725 = -434367.801181
  nChanged 14
		SP:Iteration 31Q (53344.470000 sec): 3 clusters
  Score: Raw -437095.400377 + Penalty 2713.351725 = -434382.048651
  nChanged 9
		SP:Iteration 32Q (53344.650000 sec): 3 clusters
  Score: Raw -437101.473050 + Penalty 2713.351725 = -434388.121324
  nChanged 5
		SP:Iteration 33Q (53344.830000 sec): 3 clusters
  Score: Raw -437105.441009 + Penalty 2713.351725 = -434392.089283
  nChanged 5
		SP:Iteration 34Q (53345.010000 sec): 3 clusters
  Score: Raw -437109.433292 + Penalty 2713.351725 = -434396.081567
  nChanged 5
		SP:Iteration 35Q (53345.220000 sec): 3 clusters
  Score: Raw -437112.768051 + Penalty 2713.351725 = -434399.416326
  nChanged 2
		SP:Iteration 36Q (53345.490000 sec): 3 clusters
  Score: Raw -437114.157251 + Penalty 2713.351725 = -434400.805526
  nChanged 1
		SP:Iteration 37Q (53345.700000 sec): 3 clusters
  Score: Raw -437115.269214 + Penalty 2713.351725 = -434401.917488
  nChanged 2
		SP:Iteration 38Q (53345.880000 sec): 3 clusters
  Score: Raw -437116.707485 + Penalty 2713.351725 = -434403.355760
  nChanged 1
		SP:Iteration 39Q (53346.040000 sec): 3 clusters
  Score: Raw -437117.585621 + Penalty 2713.351725 = -434404.233895
  nChanged 1
		SP:Iteration 40F (53346.240000 sec): 3 clusters
  Score: Raw -437117.909698 + Penalty 2713.351725 = -434404.557973
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53346.370000 sec): 2 clusters
  Score: Raw -436506.817515 + Penalty 1368.789821 = -435138.027694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53346.540000 sec): 3 clusters
  Score: Raw -434186.231497 + Penalty 2737.579642 = -431448.651855
  nChanged 1836
		SP:Iteration 1F (53346.680000 sec): 3 clusters
  Score: Raw -435239.384540 + Penalty 2737.579642 = -432501.804898
  nChanged 322
		SP:Iteration 2F (53346.870000 sec): 3 clusters
  Score: Raw -435411.393694 + Penalty 2737.579642 = -432673.814052
  nChanged 225
		SP:Iteration 3Q (53347.160000 sec): 3 clusters
  Score: Raw -435545.749288 + Penalty 2737.579642 = -432808.169646
  nChanged 192
		SP:Iteration 4Q (53347.330000 sec): 3 clusters
  Score: Raw -435671.797687 + Penalty 2737.579642 = -432934.218045
  nChanged 209
		SP:Iteration 5Q (53347.540000 sec): 3 clusters
  Score: Raw -435813.896934 + Penalty 2737.579642 = -433076.317292
  nChanged 203
		SP:Iteration 6Q (53347.700000 sec): 3 clusters
  Score: Raw -435961.832946 + Penalty 2737.579642 = -433224.253304
  nChanged 221
		SP:Iteration 7Q (53347.860000 sec): 3 clusters
  Score: Raw -436144.592584 + Penalty 2737.579642 = -433407.012942
  nChanged 263
		SP:Iteration 8F (53348.060000 sec): 3 clusters
  Score: Raw -436377.080307 + Penalty 2737.579642 = -433639.500665
  nChanged 260
		SP:Iteration 9F (53348.250000 sec): 3 clusters
  Score: Raw -436601.161890 + Penalty 2737.579642 = -433863.582248
  nChanged 222
		SP:Iteration 10Q (53348.400000 sec): 3 clusters
  Score: Raw -436784.980878 + Penalty 2737.579642 = -434047.401236
  nChanged 187
		SP:Iteration 11Q (53348.660000 sec): 3 clusters
  Score: Raw -436934.532732 + Penalty 2737.579642 = -434196.953090
  nChanged 136
		SP:Iteration 12Q (53348.860000 sec): 3 clusters
  Score: Raw -437033.142695 + Penalty 2737.579642 = -434295.563052
  nChanged 95
		SP:Iteration 13Q (53349.040000 sec): 3 clusters
  Score: Raw -437097.975353 + Penalty 2737.579642 = -434360.395711
  nChanged 74
		SP:Iteration 14Q (53349.230000 sec): 3 clusters
  Score: Raw -437146.424475 + Penalty 2737.579642 = -434408.844833
  nChanged 62
		SP:Iteration 15Q (53349.430000 sec): 3 clusters
  Score: Raw -437176.630105 + Penalty 2737.579642 = -434439.050463
  nChanged 48
		SP:Iteration 16Q (53349.660000 sec): 3 clusters
  Score: Raw -437195.595601 + Penalty 2737.579642 = -434458.015958
  nChanged 42
		SP:Iteration 17Q (53349.880000 sec): 3 clusters
  Score: Raw -437214.235969 + Penalty 2737.579642 = -434476.656327
  nChanged 39
		SP:Iteration 18Q (53350.060000 sec): 3 clusters
  Score: Raw -437230.419174 + Penalty 2737.579642 = -434492.839532
  nChanged 22
		SP:Iteration 19Q (53350.220000 sec): 3 clusters
  Score: Raw -437241.253680 + Penalty 2737.579642 = -434503.674038
  nChanged 20
		SP:Iteration 20F (53350.380000 sec): 3 clusters
  Score: Raw -437249.280337 + Penalty 2737.579642 = -434511.700695
  nChanged 11
		SP:Iteration 21Q (53350.550000 sec): 3 clusters
  Score: Raw -437252.353113 + Penalty 2737.579642 = -434514.773471
  nChanged 11
		SP:Iteration 22Q (53350.760000 sec): 3 clusters
  Score: Raw -437255.992146 + Penalty 2737.579642 = -434518.412504
  nChanged 15
		SP:Iteration 23Q (53350.900000 sec): 3 clusters
  Score: Raw -437261.217825 + Penalty 2737.579642 = -434523.638183
  nChanged 8
		SP:Iteration 24Q (53351.060000 sec): 3 clusters
  Score: Raw -437263.946557 + Penalty 2737.579642 = -434526.366915
  nChanged 11
		SP:Iteration 25Q (53351.240000 sec): 3 clusters
  Score: Raw -437268.043616 + Penalty 2737.579642 = -434530.463974
  nChanged 11
		SP:Iteration 26Q (53351.410000 sec): 3 clusters
  Score: Raw -437270.776998 + Penalty 2737.579642 = -434533.197356
  nChanged 6
		SP:Iteration 27Q (53351.620000 sec): 3 clusters
  Score: Raw -437272.460753 + Penalty 2737.579642 = -434534.881111
  nChanged 4
		SP:Iteration 28Q (53351.820000 sec): 3 clusters
  Score: Raw -437273.657499 + Penalty 2737.579642 = -434536.077857
  nChanged 3
		SP:Iteration 29Q (53352.000000 sec): 3 clusters
  Score: Raw -437274.391067 + Penalty 2737.579642 = -434536.811425
  nChanged 2
		SP:Iteration 30Q (53352.250000 sec): 3 clusters
  Score: Raw -437274.695562 + Penalty 2737.579642 = -434537.115920
  nChanged 3
		SP:Iteration 31Q (53352.430000 sec): 3 clusters
  Score: Raw -437275.146980 + Penalty 2737.579642 = -434537.567338
  nChanged 2
		SP:Iteration 32Q (53352.610000 sec): 3 clusters
  Score: Raw -437275.655314 + Penalty 2737.579642 = -434538.075672
  nChanged 3
		SP:Iteration 33Q (53352.770000 sec): 3 clusters
  Score: Raw -437276.680574 + Penalty 2737.579642 = -434539.100932
  nChanged 5
		SP:Iteration 34Q (53352.890000 sec): 3 clusters
  Score: Raw -437277.759799 + Penalty 2737.579642 = -434540.180157
  nChanged 5
		SP:Iteration 35Q (53353.070000 sec): 3 clusters
  Score: Raw -437279.442799 + Penalty 2737.579642 = -434541.863157
  nChanged 2
		SP:Iteration 36Q (53353.180000 sec): 3 clusters
  Score: Raw -437279.763212 + Penalty 2737.579642 = -434542.183569
  nChanged 0
		SP:Iteration 37F (53353.300000 sec): 3 clusters
  Score: Raw -437279.763212 + Penalty 2737.579642 = -434542.183569
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53353.480000 sec): 2 clusters
  Score: Raw -1076671.393908 + Penalty 1507.218593 = -1075164.175315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53353.660000 sec): 3 clusters
  Score: Raw -1070637.378537 + Penalty 3014.437187 = -1067622.941350
  nChanged 4634
		SP:Iteration 1F (53353.850000 sec): 3 clusters
  Score: Raw -1073061.589890 + Penalty 3014.437187 = -1070047.152704
  nChanged 600
		SP:Iteration 2F (53354.140000 sec): 3 clusters
  Score: Raw -1073287.437492 + Penalty 3014.437187 = -1070273.000305
  nChanged 501
		SP:Iteration 3Q (53354.350000 sec): 3 clusters
  Score: Raw -1073452.345358 + Penalty 3014.437187 = -1070437.908171
  nChanged 400
		SP:Iteration 4Q (53354.570000 sec): 3 clusters
  Score: Raw -1073587.385217 + Penalty 3014.437187 = -1070572.948030
  nChanged 379
		SP:Iteration 5Q (53354.830000 sec): 3 clusters
  Score: Raw -1073718.356407 + Penalty 3014.437187 = -1070703.919220
  nChanged 354
		SP:Iteration 6Q (53355.120000 sec): 3 clusters
  Score: Raw -1073845.285396 + Penalty 3014.437187 = -1070830.848209
  nChanged 363
		SP:Iteration 7Q (53355.370000 sec): 3 clusters
  Score: Raw -1073992.332348 + Penalty 3014.437187 = -1070977.895161
  nChanged 347
		SP:Iteration 8Q (53355.640000 sec): 3 clusters
  Score: Raw -1074130.753411 + Penalty 3014.437187 = -1071116.316225
  nChanged 342
		SP:Iteration 9Q (53355.920000 sec): 3 clusters
  Score: Raw -1074283.509283 + Penalty 3014.437187 = -1071269.072096
  nChanged 357
		SP:Iteration 10Q (53356.150000 sec): 3 clusters
  Score: Raw -1074450.087164 + Penalty 3014.437187 = -1071435.649977
  nChanged 351
		SP:Iteration 11Q (53356.430000 sec): 3 clusters
  Score: Raw -1074649.566702 + Penalty 3014.437187 = -1071635.129515
  nChanged 421
		SP:Iteration 12Q (53356.720000 sec): 3 clusters
  Score: Raw -1074899.083988 + Penalty 3014.437187 = -1071884.646801
  nChanged 403
		SP:Iteration 13Q (53356.940000 sec): 3 clusters
  Score: Raw -1075175.615877 + Penalty 3014.437187 = -1072161.178690
  nChanged 399
		SP:Iteration 14Q (53357.160000 sec): 3 clusters
  Score: Raw -1075453.404397 + Penalty 3014.437187 = -1072438.967210
  nChanged 354
		SP:Iteration 15Q (53357.460000 sec): 3 clusters
  Score: Raw -1075667.076612 + Penalty 3014.437187 = -1072652.639425
  nChanged 288
		SP:Iteration 16Q (53357.700000 sec): 3 clusters
  Score: Raw -1075816.758877 + Penalty 3014.437187 = -1072802.321690
  nChanged 225
		SP:Iteration 17Q (53357.940000 sec): 3 clusters
  Score: Raw -1075914.308811 + Penalty 3014.437187 = -1072899.871624
  nChanged 166
		SP:Iteration 18Q (53358.180000 sec): 3 clusters
  Score: Raw -1075990.290320 + Penalty 3014.437187 = -1072975.853133
  nChanged 171
		SP:Iteration 19Q (53358.440000 sec): 3 clusters
  Score: Raw -1076069.360746 + Penalty 3014.437187 = -1073054.923559
  nChanged 143
		SP:Iteration 20F (53358.710000 sec): 3 clusters
  Score: Raw -1076129.933023 + Penalty 3014.437187 = -1073115.495836
  nChanged 127
		SP:Iteration 21Q (53358.950000 sec): 3 clusters
  Score: Raw -1076183.758676 + Penalty 3014.437187 = -1073169.321490
  nChanged 114
		SP:Iteration 22Q (53359.220000 sec): 3 clusters
  Score: Raw -1076225.478018 + Penalty 3014.437187 = -1073211.040831
  nChanged 89
		SP:Iteration 23Q (53359.470000 sec): 3 clusters
  Score: Raw -1076255.069416 + Penalty 3014.437187 = -1073240.632229
  nChanged 92
		SP:Iteration 24Q (53359.750000 sec): 3 clusters
  Score: Raw -1076287.622692 + Penalty 3014.437187 = -1073273.185505
  nChanged 91
		SP:Iteration 25Q (53360.020000 sec): 3 clusters
  Score: Raw -1076318.089320 + Penalty 3014.437187 = -1073303.652133
  nChanged 94
		SP:Iteration 26Q (53360.360000 sec): 3 clusters
  Score: Raw -1076349.001777 + Penalty 3014.437187 = -1073334.564590
  nChanged 82
		SP:Iteration 27Q (53360.590000 sec): 3 clusters
  Score: Raw -1076375.390746 + Penalty 3014.437187 = -1073360.953559
  nChanged 71
		SP:Iteration 28Q (53360.830000 sec): 3 clusters
  Score: Raw -1076399.613485 + Penalty 3014.437187 = -1073385.176298
  nChanged 78
		SP:Iteration 29Q (53361.120000 sec): 3 clusters
  Score: Raw -1076424.726249 + Penalty 3014.437187 = -1073410.289062
  nChanged 72
		SP:Iteration 30Q (53361.370000 sec): 3 clusters
  Score: Raw -1076451.390964 + Penalty 3014.437187 = -1073436.953777
  nChanged 76
		SP:Iteration 31Q (53361.650000 sec): 3 clusters
  Score: Raw -1076479.473461 + Penalty 3014.437187 = -1073465.036274
  nChanged 76
		SP:Iteration 32Q (53361.900000 sec): 3 clusters
  Score: Raw -1076506.809765 + Penalty 3014.437187 = -1073492.372578
  nChanged 59
		SP:Iteration 33Q (53362.140000 sec): 3 clusters
  Score: Raw -1076524.368738 + Penalty 3014.437187 = -1073509.931551
  nChanged 58
		SP:Iteration 34Q (53362.380000 sec): 3 clusters
  Score: Raw -1076542.719937 + Penalty 3014.437187 = -1073528.282750
  nChanged 50
		SP:Iteration 35Q (53362.600000 sec): 3 clusters
  Score: Raw -1076558.426811 + Penalty 3014.437187 = -1073543.989624
  nChanged 46
		SP:Iteration 36Q (53362.820000 sec): 3 clusters
  Score: Raw -1076569.589289 + Penalty 3014.437187 = -1073555.152102
  nChanged 37
		SP:Iteration 37Q (53363.080000 sec): 3 clusters
  Score: Raw -1076580.167015 + Penalty 3014.437187 = -1073565.729828
  nChanged 35
		SP:Iteration 38Q (53363.380000 sec): 3 clusters
  Score: Raw -1076590.097569 + Penalty 3014.437187 = -1073575.660383
  nChanged 32
		SP:Iteration 39Q (53363.660000 sec): 3 clusters
  Score: Raw -1076600.100139 + Penalty 3014.437187 = -1073585.662952
  nChanged 29
		SP:Iteration 40F (53363.930000 sec): 3 clusters
  Score: Raw -1076608.193529 + Penalty 3014.437187 = -1073593.756343
  nChanged 33
		SP:Iteration 41Q (53364.160000 sec): 3 clusters
  Score: Raw -1076616.689992 + Penalty 3014.437187 = -1073602.252805
  nChanged 27
		SP:Iteration 42Q (53364.440000 sec): 3 clusters
  Score: Raw -1076623.251239 + Penalty 3014.437187 = -1073608.814052
  nChanged 31
		SP:Iteration 43Q (53364.660000 sec): 3 clusters
  Score: Raw -1076632.556336 + Penalty 3014.437187 = -1073618.119149
  nChanged 25
		SP:Iteration 44Q (53364.920000 sec): 3 clusters
  Score: Raw -1076638.457333 + Penalty 3014.437187 = -1073624.020147
  nChanged 23
		SP:Iteration 45Q (53365.180000 sec): 3 clusters
  Score: Raw -1076644.700820 + Penalty 3014.437187 = -1073630.263633
  nChanged 15
		SP:Iteration 46Q (53365.420000 sec): 3 clusters
  Score: Raw -1076649.469097 + Penalty 3014.437187 = -1073635.031910
  nChanged 15
		SP:Iteration 47Q (53365.660000 sec): 3 clusters
  Score: Raw -1076652.398730 + Penalty 3014.437187 = -1073637.961543
  nChanged 11
		SP:Iteration 48Q (53365.900000 sec): 3 clusters
  Score: Raw -1076655.833635 + Penalty 3014.437187 = -1073641.396448
  nChanged 19
		SP:Iteration 49Q (53366.070000 sec): 3 clusters
  Score: Raw -1076662.402441 + Penalty 3014.437187 = -1073647.965254
  nChanged 16
		SP:Iteration 50Q (53366.310000 sec): 3 clusters
  Score: Raw -1076666.885749 + Penalty 3014.437187 = -1073652.448562
  nChanged 19
		SP:Iteration 51Q (53366.560000 sec): 3 clusters
  Score: Raw -1076672.052711 + Penalty 3014.437187 = -1073657.615524
  nChanged 14
		SP:Iteration 52Q (53366.760000 sec): 3 clusters
  Score: Raw -1076675.774964 + Penalty 3014.437187 = -1073661.337777
  nChanged 11
		SP:Iteration 53Q (53367.000000 sec): 3 clusters
  Score: Raw -1076678.577914 + Penalty 3014.437187 = -1073664.140727
  nChanged 7
		SP:Iteration 54Q (53367.200000 sec): 3 clusters
  Score: Raw -1076680.502619 + Penalty 3014.437187 = -1073666.065432
  nChanged 14
		SP:Iteration 55Q (53367.480000 sec): 3 clusters
  Score: Raw -1076684.456620 + Penalty 3014.437187 = -1073670.019434
  nChanged 14
		SP:Iteration 56Q (53367.650000 sec): 3 clusters
  Score: Raw -1076688.574564 + Penalty 3014.437187 = -1073674.137377
  nChanged 21
		SP:Iteration 57Q (53367.910000 sec): 3 clusters
  Score: Raw -1076693.386455 + Penalty 3014.437187 = -1073678.949268
  nChanged 11
		SP:Iteration 58Q (53368.100000 sec): 3 clusters
  Score: Raw -1076696.244171 + Penalty 3014.437187 = -1073681.806985
  nChanged 10
		SP:Iteration 59Q (53368.350000 sec): 3 clusters
  Score: Raw -1076698.910304 + Penalty 3014.437187 = -1073684.473117
  nChanged 10
		SP:Iteration 60F (53368.590000 sec): 3 clusters
  Score: Raw -1076701.839632 + Penalty 3014.437187 = -1073687.402445
  nChanged 11
		SP:Iteration 61Q (53368.820000 sec): 3 clusters
  Score: Raw -1076705.021754 + Penalty 3014.437187 = -1073690.584567
  nChanged 7
		SP:Iteration 62Q (53369.110000 sec): 3 clusters
  Score: Raw -1076706.774138 + Penalty 3014.437187 = -1073692.336951
  nChanged 7
		SP:Iteration 63Q (53369.340000 sec): 3 clusters
  Score: Raw -1076708.398330 + Penalty 3014.437187 = -1073693.961143
  nChanged 9
		SP:Iteration 64Q (53369.610000 sec): 3 clusters
  Score: Raw -1076710.493875 + Penalty 3014.437187 = -1073696.056688
  nChanged 9
		SP:Iteration 65Q (53369.800000 sec): 3 clusters
  Score: Raw -1076712.801333 + Penalty 3014.437187 = -1073698.364146
  nChanged 8
		SP:Iteration 66Q (53370.090000 sec): 3 clusters
  Score: Raw -1076714.284813 + Penalty 3014.437187 = -1073699.847626
  nChanged 5
		SP:Iteration 67Q (53370.350000 sec): 3 clusters
  Score: Raw -1076715.407664 + Penalty 3014.437187 = -1073700.970477
  nChanged 6
		SP:Iteration 68Q (53370.570000 sec): 3 clusters
  Score: Raw -1076716.841635 + Penalty 3014.437187 = -1073702.404448
  nChanged 6
		SP:Iteration 69Q (53370.810000 sec): 3 clusters
  Score: Raw -1076717.720404 + Penalty 3014.437187 = -1073703.283217
  nChanged 1
		SP:Iteration 70Q (53371.090000 sec): 3 clusters
  Score: Raw -1076718.254114 + Penalty 3014.437187 = -1073703.816927
  nChanged 3
		SP:Iteration 71Q (53371.360000 sec): 3 clusters
  Score: Raw -1076718.774371 + Penalty 3014.437187 = -1073704.337184
  nChanged 2
		SP:Iteration 72Q (53371.620000 sec): 3 clusters
  Score: Raw -1076719.135977 + Penalty 3014.437187 = -1073704.698790
  nChanged 2
		SP:Iteration 73Q (53371.850000 sec): 3 clusters
  Score: Raw -1076719.564118 + Penalty 3014.437187 = -1073705.126931
  nChanged 3
		SP:Iteration 74Q (53372.130000 sec): 3 clusters
  Score: Raw -1076720.275970 + Penalty 3014.437187 = -1073705.838783
  nChanged 4
		SP:Iteration 75Q (53372.370000 sec): 3 clusters
  Score: Raw -1076720.935861 + Penalty 3014.437187 = -1073706.498674
  nChanged 3
		SP:Iteration 76Q (53372.620000 sec): 3 clusters
  Score: Raw -1076721.774105 + Penalty 3014.437187 = -1073707.336918
  nChanged 4
		SP:Iteration 77Q (53372.830000 sec): 3 clusters
  Score: Raw -1076722.702994 + Penalty 3014.437187 = -1073708.265807
  nChanged 5
		SP:Iteration 78Q (53373.110000 sec): 3 clusters
  Score: Raw -1076723.938676 + Penalty 3014.437187 = -1073709.501490
  nChanged 6
		SP:Iteration 79Q (53373.330000 sec): 3 clusters
  Score: Raw -1076725.009817 + Penalty 3014.437187 = -1073710.572630
  nChanged 1
		SP:Iteration 80F (53373.580000 sec): 3 clusters
  Score: Raw -1076725.353337 + Penalty 3014.437187 = -1073710.916150
  nChanged 3
		SP:Iteration 81Q (53373.810000 sec): 3 clusters
  Score: Raw -1076725.960392 + Penalty 3014.437187 = -1073711.523205
  nChanged 5
		SP:Iteration 82Q (53374.060000 sec): 3 clusters
  Score: Raw -1076727.187975 + Penalty 3014.437187 = -1073712.750788
  nChanged 5
		SP:Iteration 83Q (53374.280000 sec): 3 clusters
  Score: Raw -1076727.968343 + Penalty 3014.437187 = -1073713.531156
  nChanged 2
		SP:Iteration 84Q (53374.540000 sec): 3 clusters
  Score: Raw -1076728.223187 + Penalty 3014.437187 = -1073713.786000
  nChanged 2
		SP:Iteration 85Q (53374.770000 sec): 3 clusters
  Score: Raw -1076728.410804 + Penalty 3014.437187 = -1073713.973617
  nChanged 1
		SP:Iteration 86Q (53375.020000 sec): 3 clusters
  Score: Raw -1076728.565823 + Penalty 3014.437187 = -1073714.128636
  nChanged 2
		SP:Iteration 87Q (53375.240000 sec): 3 clusters
  Score: Raw -1076728.955081 + Penalty 3014.437187 = -1073714.517894
  nChanged 2
		SP:Iteration 88Q (53375.460000 sec): 3 clusters
  Score: Raw -1076729.297928 + Penalty 3014.437187 = -1073714.860741
  nChanged 1
		SP:Iteration 89Q (53375.710000 sec): 3 clusters
  Score: Raw -1076729.659360 + Penalty 3014.437187 = -1073715.222173
  nChanged 2
		SP:Iteration 90Q (53375.950000 sec): 3 clusters
  Score: Raw -1076730.161393 + Penalty 3014.437187 = -1073715.724206
  nChanged 0
		SP:Iteration 91F (53376.190000 sec): 3 clusters
  Score: Raw -1076730.161393 + Penalty 3014.437187 = -1073715.724206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53376.320000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53376.500000 sec): 3 clusters
  Score: Raw -53965.854141 + Penalty 2038.685027 = -51927.169114
  nChanged 139
		SP:Iteration 1F (53376.690000 sec): 3 clusters
  Score: Raw -54147.789280 + Penalty 2038.685027 = -52109.104253
  nChanged 48
		SP:Iteration 2F (53376.880000 sec): 3 clusters
  Score: Raw -54250.408121 + Penalty 2038.685027 = -52211.723094
  nChanged 28
		SP:Iteration 3F (53377.010000 sec): 3 clusters
  Score: Raw -54349.240823 + Penalty 2038.685027 = -52310.555796
  nChanged 20
		SP:Iteration 4Q (53377.220000 sec): 3 clusters
  Score: Raw -54401.277453 + Penalty 2038.685027 = -52362.592426
  nChanged 13
		SP:Iteration 5Q (53377.390000 sec): 3 clusters
  Score: Raw -54422.352976 + Penalty 2038.685027 = -52383.667949
  nChanged 9
		SP:Iteration 6Q (53377.550000 sec): 3 clusters
  Score: Raw -54436.948129 + Penalty 2038.685027 = -52398.263102
  nChanged 6
		SP:Iteration 7Q (53377.670000 sec): 3 clusters
  Score: Raw -54446.211763 + Penalty 2038.685027 = -52407.526735
  nChanged 2
		SP:Iteration 8Q (53377.850000 sec): 3 clusters
  Score: Raw -54447.854973 + Penalty 2038.685027 = -52409.169946
  nChanged 1
		SP:Iteration 9Q (53378.020000 sec): 3 clusters
  Score: Raw -54449.640558 + Penalty 2038.685027 = -52410.955531
  nChanged 1
		SP:Iteration 10Q (53378.140000 sec): 3 clusters
  Score: Raw -54451.653349 + Penalty 2038.685027 = -52412.968322
  nChanged 1
		SP:Iteration 11Q (53378.300000 sec): 3 clusters
  Score: Raw -54451.997602 + Penalty 2038.685027 = -52413.312575
  nChanged 1
		SP:Iteration 12Q (53378.480000 sec): 3 clusters
  Score: Raw -54453.507432 + Penalty 2038.685027 = -52414.822405
  nChanged 2
		SP:Iteration 13Q (53378.590000 sec): 3 clusters
  Score: Raw -54458.745329 + Penalty 2038.685027 = -52420.060302
  nChanged 2
		SP:Iteration 14Q (53378.780000 sec): 3 clusters
  Score: Raw -54461.269465 + Penalty 2038.685027 = -52422.584438
  nChanged 4
		SP:Iteration 15Q (53378.960000 sec): 3 clusters
  Score: Raw -54467.178260 + Penalty 2038.685027 = -52428.493232
  nChanged 2
		SP:Iteration 16Q (53379.200000 sec): 3 clusters
  Score: Raw -54468.990814 + Penalty 2038.685027 = -52430.305787
  nChanged 1
		SP:Iteration 17Q (53379.340000 sec): 3 clusters
  Score: Raw -54469.724050 + Penalty 2038.685027 = -52431.039023
  nChanged 1
		SP:Iteration 18Q (53379.530000 sec): 3 clusters
  Score: Raw -54470.521251 + Penalty 2038.685027 = -52431.836224
  nChanged 3
		SP:Iteration 19Q (53379.710000 sec): 3 clusters
  Score: Raw -54474.180023 + Penalty 2038.685027 = -52435.494996
  nChanged 1
		SP:Iteration 20F (53379.910000 sec): 3 clusters
  Score: Raw -54474.925429 + Penalty 2038.685027 = -52436.240402
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53380.040000 sec): 2 clusters
  Score: Raw -228003.646435 + Penalty 1253.126709 = -226750.519726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53380.250000 sec): 3 clusters
  Score: Raw -227024.322149 + Penalty 2506.253418 = -224518.068731
  nChanged 805
		SP:Iteration 1F (53380.460000 sec): 3 clusters
  Score: Raw -227539.189565 + Penalty 2506.253418 = -225032.936146
  nChanged 180
		SP:Iteration 2F (53380.750000 sec): 3 clusters
  Score: Raw -227677.898193 + Penalty 2506.253418 = -225171.644775
  nChanged 121
		SP:Iteration 3F (53380.940000 sec): 3 clusters
  Score: Raw -227767.087374 + Penalty 2506.253418 = -225260.833955
  nChanged 102
		SP:Iteration 4Q (53381.120000 sec): 3 clusters
  Score: Raw -227841.517017 + Penalty 2506.253418 = -225335.263598
  nChanged 71
		SP:Iteration 5Q (53381.320000 sec): 3 clusters
  Score: Raw -227892.130856 + Penalty 2506.253418 = -225385.877437
  nChanged 54
		SP:Iteration 6Q (53381.530000 sec): 3 clusters
  Score: Raw -227936.887190 + Penalty 2506.253418 = -225430.633772
  nChanged 45
		SP:Iteration 7Q (53381.740000 sec): 3 clusters
  Score: Raw -227966.422007 + Penalty 2506.253418 = -225460.168588
  nChanged 37
		SP:Iteration 8Q (53381.920000 sec): 3 clusters
  Score: Raw -227988.868717 + Penalty 2506.253418 = -225482.615299
  nChanged 36
		SP:Iteration 9Q (53382.140000 sec): 3 clusters
  Score: Raw -228011.357963 + Penalty 2506.253418 = -225505.104545
  nChanged 35
		SP:Iteration 10Q (53382.310000 sec): 3 clusters
  Score: Raw -228032.167066 + Penalty 2506.253418 = -225525.913648
  nChanged 21
		SP:Iteration 11Q (53382.510000 sec): 3 clusters
  Score: Raw -228042.344894 + Penalty 2506.253418 = -225536.091476
  nChanged 18
		SP:Iteration 12Q (53382.660000 sec): 3 clusters
  Score: Raw -228050.350374 + Penalty 2506.253418 = -225544.096956
  nChanged 12
		SP:Iteration 13Q (53382.850000 sec): 3 clusters
  Score: Raw -228057.362698 + Penalty 2506.253418 = -225551.109280
  nChanged 11
		SP:Iteration 14Q (53383.010000 sec): 3 clusters
  Score: Raw -228063.840979 + Penalty 2506.253418 = -225557.587561
  nChanged 9
		SP:Iteration 15Q (53383.160000 sec): 3 clusters
  Score: Raw -228068.961949 + Penalty 2506.253418 = -225562.708531
  nChanged 11
		SP:Iteration 16Q (53383.310000 sec): 3 clusters
  Score: Raw -228073.325284 + Penalty 2506.253418 = -225567.071866
  nChanged 5
		SP:Iteration 17Q (53383.500000 sec): 3 clusters
  Score: Raw -228074.946458 + Penalty 2506.253418 = -225568.693040
  nChanged 3
		SP:Iteration 18Q (53383.640000 sec): 3 clusters
  Score: Raw -228075.764495 + Penalty 2506.253418 = -225569.511077
  nChanged 1
		SP:Iteration 19Q (53383.830000 sec): 3 clusters
  Score: Raw -228076.188829 + Penalty 2506.253418 = -225569.935410
  nChanged 0
		SP:Iteration 20F (53383.990000 sec): 3 clusters
  Score: Raw -228076.188829 + Penalty 2506.253418 = -225569.935410
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53384.090000 sec): 2 clusters
  Score: Raw -213619.281342 + Penalty 1243.924020 = -212375.357322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53384.240000 sec): 3 clusters
  Score: Raw -212731.263800 + Penalty 2487.848041 = -210243.415759
  nChanged 721
		SP:Iteration 1F (53384.450000 sec): 3 clusters
  Score: Raw -213247.097013 + Penalty 2487.848041 = -210759.248972
  nChanged 192
		SP:Iteration 2F (53384.640000 sec): 3 clusters
  Score: Raw -213421.729761 + Penalty 2487.848041 = -210933.881721
  nChanged 149
		SP:Iteration 3F (53384.850000 sec): 3 clusters
  Score: Raw -213551.678108 + Penalty 2487.848041 = -211063.830067
  nChanged 107
		SP:Iteration 4F (53385.060000 sec): 3 clusters
  Score: Raw -213643.838910 + Penalty 2487.848041 = -211155.990870
  nChanged 100
		SP:Iteration 5Q (53385.200000 sec): 3 clusters
  Score: Raw -213739.907874 + Penalty 2487.848041 = -211252.059834
  nChanged 79
		SP:Iteration 6Q (53385.350000 sec): 3 clusters
  Score: Raw -213827.475688 + Penalty 2487.848041 = -211339.627647
  nChanged 74
		SP:Iteration 7Q (53385.500000 sec): 3 clusters
  Score: Raw -213897.021122 + Penalty 2487.848041 = -211409.173082
  nChanged 63
		SP:Iteration 8Q (53385.640000 sec): 3 clusters
  Score: Raw -213956.571106 + Penalty 2487.848041 = -211468.723066
  nChanged 56
		SP:Iteration 9Q (53385.790000 sec): 3 clusters
  Score: Raw -214012.517205 + Penalty 2487.848041 = -211524.669164
  nChanged 55
		SP:Iteration 10Q (53385.930000 sec): 3 clusters
  Score: Raw -214071.259704 + Penalty 2487.848041 = -211583.411664
  nChanged 46
		SP:Iteration 11Q (53386.070000 sec): 3 clusters
  Score: Raw -214117.922759 + Penalty 2487.848041 = -211630.074718
  nChanged 38
		SP:Iteration 12Q (53386.220000 sec): 3 clusters
  Score: Raw -214160.120625 + Penalty 2487.848041 = -211672.272584
  nChanged 33
		SP:Iteration 13Q (53386.360000 sec): 3 clusters
  Score: Raw -214182.667640 + Penalty 2487.848041 = -211694.819599
  nChanged 22
		SP:Iteration 14Q (53386.510000 sec): 3 clusters
  Score: Raw -214196.938877 + Penalty 2487.848041 = -211709.090836
  nChanged 16
		SP:Iteration 15Q (53386.650000 sec): 3 clusters
  Score: Raw -214204.633100 + Penalty 2487.848041 = -211716.785059
  nChanged 9
		SP:Iteration 16Q (53386.790000 sec): 3 clusters
  Score: Raw -214208.775942 + Penalty 2487.848041 = -211720.927902
  nChanged 9
		SP:Iteration 17Q (53386.950000 sec): 3 clusters
  Score: Raw -214212.689096 + Penalty 2487.848041 = -211724.841055
  nChanged 6
		SP:Iteration 18Q (53387.100000 sec): 3 clusters
  Score: Raw -214215.298217 + Penalty 2487.848041 = -211727.450176
  nChanged 2
		SP:Iteration 19Q (53387.250000 sec): 3 clusters
  Score: Raw -214216.049883 + Penalty 2487.848041 = -211728.201842
  nChanged 0
		SP:Iteration 20F (53387.410000 sec): 3 clusters
  Score: Raw -214216.049883 + Penalty 2487.848041 = -211728.201842
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53387.490000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53387.650000 sec): 3 clusters
  Score: Raw -47103.087532 + Penalty 1977.462309 = -45125.625223
  nChanged 94
		SP:Iteration 1F (53387.810000 sec): 3 clusters
  Score: Raw -47241.946711 + Penalty 1977.462309 = -45264.484402
  nChanged 22
		SP:Iteration 2F (53387.970000 sec): 3 clusters
  Score: Raw -47275.310597 + Penalty 1977.462309 = -45297.848288
  nChanged 8
		SP:Iteration 3Q (53388.130000 sec): 3 clusters
  Score: Raw -47296.432268 + Penalty 1977.462309 = -45318.969959
  nChanged 11
		SP:Iteration 4Q (53388.290000 sec): 3 clusters
  Score: Raw -47312.221012 + Penalty 1977.462309 = -45334.758703
  nChanged 7
		SP:Iteration 5Q (53388.450000 sec): 3 clusters
  Score: Raw -47326.193732 + Penalty 1977.462309 = -45348.731423
  nChanged 2
		SP:Iteration 6Q (53388.610000 sec): 3 clusters
  Score: Raw -47334.317535 + Penalty 1977.462309 = -45356.855225
  nChanged 6
		SP:Iteration 7Q (53388.770000 sec): 3 clusters
  Score: Raw -47347.428171 + Penalty 1977.462309 = -45369.965862
  nChanged 1
		SP:Iteration 8Q (53388.930000 sec): 3 clusters
  Score: Raw -47348.246317 + Penalty 1977.462309 = -45370.784008
  nChanged 1
		SP:Iteration 9Q (53389.090000 sec): 3 clusters
  Score: Raw -47353.489860 + Penalty 1977.462309 = -45376.027551
  nChanged 1
		SP:Iteration 10Q (53389.250000 sec): 3 clusters
  Score: Raw -47355.354950 + Penalty 1977.462309 = -45377.892641
  nChanged 0
		SP:Iteration 11F (53389.410000 sec): 3 clusters
  Score: Raw -47355.354950 + Penalty 1977.462309 = -45377.892641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53389.490000 sec): 2 clusters
  Score: Raw -73071.025905 + Penalty 1102.290345 = -71968.735560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53389.650000 sec): 3 clusters
  Score: Raw -72869.603858 + Penalty 2204.580690 = -70665.023168
  nChanged 250
		SP:Iteration 1F (53389.810000 sec): 3 clusters
  Score: Raw -73331.421398 + Penalty 2204.580690 = -71126.840708
  nChanged 107
		SP:Iteration 2F (53389.970000 sec): 3 clusters
  Score: Raw -73528.579144 + Penalty 2204.580690 = -71323.998454
  nChanged 51
		SP:Iteration 3F (53390.130000 sec): 3 clusters
  Score: Raw -73611.196942 + Penalty 2204.580690 = -71406.616252
  nChanged 24
		SP:Iteration 4Q (53390.290000 sec): 3 clusters
  Score: Raw -73654.275314 + Penalty 2204.580690 = -71449.694623
  nChanged 11
		SP:Iteration 5Q (53390.450000 sec): 3 clusters
  Score: Raw -73681.035152 + Penalty 2204.580690 = -71476.454462
  nChanged 12
		SP:Iteration 6Q (53390.610000 sec): 3 clusters
  Score: Raw -73690.997459 + Penalty 2204.580690 = -71486.416769
  nChanged 5
		SP:Iteration 7Q (53390.770000 sec): 3 clusters
  Score: Raw -73698.857613 + Penalty 2204.580690 = -71494.276923
  nChanged 5
		SP:Iteration 8Q (53390.930000 sec): 3 clusters
  Score: Raw -73703.982261 + Penalty 2204.580690 = -71499.401570
  nChanged 1
		SP:Iteration 9Q (53391.090000 sec): 3 clusters
  Score: Raw -73704.427284 + Penalty 2204.580690 = -71499.846594
  nChanged 0
		SP:Iteration 10F (53391.250000 sec): 3 clusters
  Score: Raw -73704.427284 + Penalty 2204.580690 = -71499.846594
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53391.330000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53391.490000 sec): 3 clusters
  Score: Raw -50503.288008 + Penalty 2018.445025 = -48484.842983
  nChanged 116
		SP:Iteration 1F (53391.650000 sec): 3 clusters
  Score: Raw -50639.961762 + Penalty 2018.445025 = -48621.516737
  nChanged 27
		SP:Iteration 2F (53391.810000 sec): 3 clusters
  Score: Raw -50684.999432 + Penalty 2018.445025 = -48666.554407
  nChanged 17
		SP:Iteration 3Q (53391.970000 sec): 3 clusters
  Score: Raw -50710.466148 + Penalty 2018.445025 = -48692.021123
  nChanged 6
		SP:Iteration 4Q (53392.130000 sec): 3 clusters
  Score: Raw -50723.726236 + Penalty 2018.445025 = -48705.281211
  nChanged 10
		SP:Iteration 5Q (53392.280000 sec): 3 clusters
  Score: Raw -50740.068409 + Penalty 2018.445025 = -48721.623384
  nChanged 5
		SP:Iteration 6Q (53392.440000 sec): 3 clusters
  Score: Raw -50747.964418 + Penalty 2018.445025 = -48729.519393
  nChanged 6
		SP:Iteration 7Q (53392.600000 sec): 3 clusters
  Score: Raw -50755.848329 + Penalty 2018.445025 = -48737.403304
  nChanged 4
		SP:Iteration 8Q (53392.760000 sec): 3 clusters
  Score: Raw -50758.338053 + Penalty 2018.445025 = -48739.893028
  nChanged 2
		SP:Iteration 9Q (53392.920000 sec): 3 clusters
  Score: Raw -50762.306523 + Penalty 2018.445025 = -48743.861498
  nChanged 1
		SP:Iteration 10Q (53393.080000 sec): 3 clusters
  Score: Raw -50763.230214 + Penalty 2018.445025 = -48744.785189
  nChanged 2
		SP:Iteration 11Q (53393.240000 sec): 3 clusters
  Score: Raw -50765.586238 + Penalty 2018.445025 = -48747.141213
  nChanged 1
		SP:Iteration 12Q (53393.400000 sec): 3 clusters
  Score: Raw -50767.591639 + Penalty 2018.445025 = -48749.146614
  nChanged 2
		SP:Iteration 13Q (53393.560000 sec): 3 clusters
  Score: Raw -50770.542754 + Penalty 2018.445025 = -48752.097729
  nChanged 1
		SP:Iteration 14Q (53393.720000 sec): 3 clusters
  Score: Raw -50771.085345 + Penalty 2018.445025 = -48752.640320
  nChanged 1
		SP:Iteration 15Q (53393.880000 sec): 3 clusters
  Score: Raw -50773.560565 + Penalty 2018.445025 = -48755.115540
  nChanged 0
		SP:Iteration 16F (53394.040000 sec): 3 clusters
  Score: Raw -50773.560565 + Penalty 2018.445025 = -48755.115540
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53394.150000 sec): 2 clusters
  Score: Raw -395525.407051 + Penalty 1354.039203 = -394171.367848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53394.350000 sec): 3 clusters
  Score: Raw -393465.904123 + Penalty 2708.078405 = -390757.825718
  nChanged 1621
		SP:Iteration 1F (53394.470000 sec): 3 clusters
  Score: Raw -394501.628389 + Penalty 2708.078405 = -391793.549984
  nChanged 347
		SP:Iteration 2F (53394.620000 sec): 3 clusters
  Score: Raw -394760.716846 + Penalty 2708.078405 = -392052.638441
  nChanged 274
		SP:Iteration 3F (53394.760000 sec): 3 clusters
  Score: Raw -394986.075178 + Penalty 2708.078405 = -392277.996772
  nChanged 244
		SP:Iteration 4F (53394.910000 sec): 3 clusters
  Score: Raw -395215.505212 + Penalty 2708.078405 = -392507.426806
  nChanged 196
		SP:Iteration 5Q (53395.050000 sec): 3 clusters
  Score: Raw -395410.350847 + Penalty 2708.078405 = -392702.272441
  nChanged 199
		SP:Iteration 6Q (53395.190000 sec): 3 clusters
  Score: Raw -395588.150212 + Penalty 2708.078405 = -392880.071807
  nChanged 172
		SP:Iteration 7Q (53395.340000 sec): 3 clusters
  Score: Raw -395738.409345 + Penalty 2708.078405 = -393030.330940
  nChanged 154
		SP:Iteration 8Q (53395.480000 sec): 3 clusters
  Score: Raw -395844.031320 + Penalty 2708.078405 = -393135.952915
  nChanged 125
		SP:Iteration 9Q (53395.620000 sec): 3 clusters
  Score: Raw -395924.883156 + Penalty 2708.078405 = -393216.804751
  nChanged 108
		SP:Iteration 10Q (53395.770000 sec): 3 clusters
  Score: Raw -395990.100898 + Penalty 2708.078405 = -393282.022493
  nChanged 93
		SP:Iteration 11Q (53395.910000 sec): 3 clusters
  Score: Raw -396046.659980 + Penalty 2708.078405 = -393338.581575
  nChanged 83
		SP:Iteration 12Q (53396.050000 sec): 3 clusters
  Score: Raw -396091.081230 + Penalty 2708.078405 = -393383.002825
  nChanged 70
		SP:Iteration 13Q (53396.200000 sec): 3 clusters
  Score: Raw -396126.516089 + Penalty 2708.078405 = -393418.437684
  nChanged 66
		SP:Iteration 14Q (53396.340000 sec): 3 clusters
  Score: Raw -396169.654765 + Penalty 2708.078405 = -393461.576359
  nChanged 80
		SP:Iteration 15Q (53396.490000 sec): 3 clusters
  Score: Raw -396219.451050 + Penalty 2708.078405 = -393511.372644
  nChanged 70
		SP:Iteration 16Q (53396.630000 sec): 3 clusters
  Score: Raw -396253.536541 + Penalty 2708.078405 = -393545.458136
  nChanged 72
		SP:Iteration 17Q (53396.770000 sec): 3 clusters
  Score: Raw -396288.172756 + Penalty 2708.078405 = -393580.094351
  nChanged 56
		SP:Iteration 18Q (53396.920000 sec): 3 clusters
  Score: Raw -396314.523213 + Penalty 2708.078405 = -393606.444808
  nChanged 45
		SP:Iteration 19Q (53397.060000 sec): 3 clusters
  Score: Raw -396336.392555 + Penalty 2708.078405 = -393628.314149
  nChanged 43
		SP:Iteration 20F (53397.210000 sec): 3 clusters
  Score: Raw -396355.617685 + Penalty 2708.078405 = -393647.539280
  nChanged 36
		SP:Iteration 21Q (53397.370000 sec): 3 clusters
  Score: Raw -396376.800033 + Penalty 2708.078405 = -393668.721628
  nChanged 40
		SP:Iteration 22Q (53397.550000 sec): 3 clusters
  Score: Raw -396396.884743 + Penalty 2708.078405 = -393688.806338
  nChanged 31
		SP:Iteration 23Q (53397.690000 sec): 3 clusters
  Score: Raw -396412.342750 + Penalty 2708.078405 = -393704.264345
  nChanged 33
		SP:Iteration 24Q (53397.840000 sec): 3 clusters
  Score: Raw -396439.559956 + Penalty 2708.078405 = -393731.481550
  nChanged 48
		SP:Iteration 25Q (53398.000000 sec): 3 clusters
  Score: Raw -396470.249151 + Penalty 2708.078405 = -393762.170746
  nChanged 48
		SP:Iteration 26Q (53398.160000 sec): 3 clusters
  Score: Raw -396502.744025 + Penalty 2708.078405 = -393794.665619
  nChanged 42
		SP:Iteration 27Q (53398.320000 sec): 3 clusters
  Score: Raw -396527.858525 + Penalty 2708.078405 = -393819.780120
  nChanged 43
		SP:Iteration 28Q (53398.470000 sec): 3 clusters
  Score: Raw -396549.651770 + Penalty 2708.078405 = -393841.573365
  nChanged 39
		SP:Iteration 29Q (53398.630000 sec): 3 clusters
  Score: Raw -396567.293595 + Penalty 2708.078405 = -393859.215190
  nChanged 29
		SP:Iteration 30Q (53398.790000 sec): 3 clusters
  Score: Raw -396580.100772 + Penalty 2708.078405 = -393872.022366
  nChanged 29
		SP:Iteration 31Q (53398.950000 sec): 3 clusters
  Score: Raw -396593.061153 + Penalty 2708.078405 = -393884.982748
  nChanged 26
		SP:Iteration 32Q (53399.110000 sec): 3 clusters
  Score: Raw -396603.614975 + Penalty 2708.078405 = -393895.536570
  nChanged 23
		SP:Iteration 33Q (53399.260000 sec): 3 clusters
  Score: Raw -396614.144909 + Penalty 2708.078405 = -393906.066504
  nChanged 19
		SP:Iteration 34Q (53399.440000 sec): 3 clusters
  Score: Raw -396622.399551 + Penalty 2708.078405 = -393914.321145
  nChanged 16
		SP:Iteration 35Q (53399.580000 sec): 3 clusters
  Score: Raw -396628.691698 + Penalty 2708.078405 = -393920.613293
  nChanged 21
		SP:Iteration 36Q (53399.740000 sec): 3 clusters
  Score: Raw -396635.498452 + Penalty 2708.078405 = -393927.420046
  nChanged 14
		SP:Iteration 37Q (53399.890000 sec): 3 clusters
  Score: Raw -396641.047822 + Penalty 2708.078405 = -393932.969417
  nChanged 16
		SP:Iteration 38Q (53400.110000 sec): 3 clusters
  Score: Raw -396646.584162 + Penalty 2708.078405 = -393938.505756
  nChanged 9
		SP:Iteration 39Q (53400.370000 sec): 3 clusters
  Score: Raw -396650.541526 + Penalty 2708.078405 = -393942.463121
  nChanged 7
		SP:Iteration 40F (53400.610000 sec): 3 clusters
  Score: Raw -396653.527607 + Penalty 2708.078405 = -393945.449202
  nChanged 13
		SP:Iteration 41Q (53400.860000 sec): 3 clusters
  Score: Raw -396657.137989 + Penalty 2708.078405 = -393949.059584
  nChanged 11
		SP:Iteration 42Q (53401.110000 sec): 3 clusters
  Score: Raw -396659.699379 + Penalty 2708.078405 = -393951.620973
  nChanged 7
		SP:Iteration 43Q (53401.310000 sec): 3 clusters
  Score: Raw -396661.529274 + Penalty 2708.078405 = -393953.450868
  nChanged 7
		SP:Iteration 44Q (53401.500000 sec): 3 clusters
  Score: Raw -396663.466058 + Penalty 2708.078405 = -393955.387653
  nChanged 9
		SP:Iteration 45Q (53401.760000 sec): 3 clusters
  Score: Raw -396665.559052 + Penalty 2708.078405 = -393957.480646
  nChanged 5
		SP:Iteration 46Q (53401.980000 sec): 3 clusters
  Score: Raw -396666.526174 + Penalty 2708.078405 = -393958.447769
  nChanged 2
		SP:Iteration 47Q (53402.200000 sec): 3 clusters
  Score: Raw -396666.826222 + Penalty 2708.078405 = -393958.747817
  nChanged 2
		SP:Iteration 48Q (53402.400000 sec): 3 clusters
  Score: Raw -396667.093963 + Penalty 2708.078405 = -393959.015558
  nChanged 1
		SP:Iteration 49Q (53402.590000 sec): 3 clusters
  Score: Raw -396667.281064 + Penalty 2708.078405 = -393959.202659
  nChanged 3
		SP:Iteration 50Q (53402.790000 sec): 3 clusters
  Score: Raw -396668.236305 + Penalty 2708.078405 = -393960.157900
  nChanged 5
		SP:Iteration 51Q (53402.990000 sec): 3 clusters
  Score: Raw -396669.938063 + Penalty 2708.078405 = -393961.859658
  nChanged 3
		SP:Iteration 52Q (53403.290000 sec): 3 clusters
  Score: Raw -396670.567568 + Penalty 2708.078405 = -393962.489162
  nChanged 3
		SP:Iteration 53Q (53403.420000 sec): 3 clusters
  Score: Raw -396671.399195 + Penalty 2708.078405 = -393963.320790
  nChanged 2
		SP:Iteration 54Q (53403.600000 sec): 3 clusters
  Score: Raw -396672.385791 + Penalty 2708.078405 = -393964.307385
  nChanged 2
		SP:Iteration 55Q (53403.780000 sec): 3 clusters
  Score: Raw -396673.265819 + Penalty 2708.078405 = -393965.187413
  nChanged 2
		SP:Iteration 56Q (53404.010000 sec): 3 clusters
  Score: Raw -396673.520650 + Penalty 2708.078405 = -393965.442245
  nChanged 1
		SP:Iteration 57Q (53404.200000 sec): 3 clusters
  Score: Raw -396673.811770 + Penalty 2708.078405 = -393965.733365
  nChanged 1
		SP:Iteration 58Q (53404.430000 sec): 3 clusters
  Score: Raw -396673.997049 + Penalty 2708.078405 = -393965.918644
  nChanged 0
		SP:Iteration 59F (53404.600000 sec): 3 clusters
  Score: Raw -396673.997049 + Penalty 2708.078405 = -393965.918644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53404.740000 sec): 2 clusters
  Score: Raw -23498.113911 + Penalty 903.610765 = -22594.503145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53404.870000 sec): 3 clusters
  Score: Raw -23617.519785 + Penalty 1807.221530 = -21810.298255
  nChanged 48
		SP:Iteration 1F (53405.040000 sec): 3 clusters
  Score: Raw -23733.339386 + Penalty 1807.221530 = -21926.117856
  nChanged 15
		SP:Iteration 2F (53405.180000 sec): 3 clusters
  Score: Raw -23763.185690 + Penalty 1807.221530 = -21955.964160
  nChanged 7
		SP:Iteration 3Q (53405.320000 sec): 3 clusters
  Score: Raw -23789.003729 + Penalty 1807.221530 = -21981.782199
  nChanged 3
		SP:Iteration 4Q (53405.450000 sec): 3 clusters
  Score: Raw -23797.344744 + Penalty 1807.221530 = -21990.123214
  nChanged 2
		SP:Iteration 5Q (53405.650000 sec): 3 clusters
  Score: Raw -23804.805755 + Penalty 1807.221530 = -21997.584225
  nChanged 3
		SP:Iteration 6Q (53405.770000 sec): 3 clusters
  Score: Raw -23815.504153 + Penalty 1807.221530 = -22008.282623
  nChanged 2
		SP:Iteration 7Q (53405.950000 sec): 3 clusters
  Score: Raw -23824.805785 + Penalty 1807.221530 = -22017.584255
  nChanged 3
		SP:Iteration 8Q (53406.120000 sec): 3 clusters
  Score: Raw -23837.056296 + Penalty 1807.221530 = -22029.834766
  nChanged 1
		SP:Iteration 9Q (53406.290000 sec): 3 clusters
  Score: Raw -23840.388793 + Penalty 1807.221530 = -22033.167263
  nChanged 0
		SP:Iteration 10F (53406.500000 sec): 3 clusters
  Score: Raw -23840.388793 + Penalty 1807.221530 = -22033.167263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53406.650000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53406.880000 sec): 3 clusters
  Score: Raw -134366.580126 + Penalty 2312.828097 = -132053.752029
  nChanged 391
		SP:Iteration 1F (53407.110000 sec): 3 clusters
  Score: Raw -134679.947035 + Penalty 2312.828097 = -132367.118938
  nChanged 88
		SP:Iteration 2F (53407.320000 sec): 3 clusters
  Score: Raw -134754.450900 + Penalty 2312.828097 = -132441.622804
  nChanged 47
		SP:Iteration 3Q (53407.440000 sec): 3 clusters
  Score: Raw -134790.808399 + Penalty 2312.828097 = -132477.980303
  nChanged 23
		SP:Iteration 4Q (53407.620000 sec): 3 clusters
  Score: Raw -134814.502295 + Penalty 2312.828097 = -132501.674198
  nChanged 15
		SP:Iteration 5Q (53407.830000 sec): 3 clusters
  Score: Raw -134824.548601 + Penalty 2312.828097 = -132511.720504
  nChanged 9
		SP:Iteration 6Q (53407.980000 sec): 3 clusters
  Score: Raw -134830.871213 + Penalty 2312.828097 = -132518.043116
  nChanged 10
		SP:Iteration 7Q (53408.130000 sec): 3 clusters
  Score: Raw -134838.946348 + Penalty 2312.828097 = -132526.118251
  nChanged 11
		SP:Iteration 8Q (53408.290000 sec): 3 clusters
  Score: Raw -134847.163908 + Penalty 2312.828097 = -132534.335811
  nChanged 9
		SP:Iteration 9Q (53408.480000 sec): 3 clusters
  Score: Raw -134854.258961 + Penalty 2312.828097 = -132541.430864
  nChanged 5
		SP:Iteration 10Q (53408.680000 sec): 3 clusters
  Score: Raw -134856.618777 + Penalty 2312.828097 = -132543.790680
  nChanged 4
		SP:Iteration 11Q (53408.810000 sec): 3 clusters
  Score: Raw -134860.628798 + Penalty 2312.828097 = -132547.800701
  nChanged 3
		SP:Iteration 12Q (53409.000000 sec): 3 clusters
  Score: Raw -134861.978558 + Penalty 2312.828097 = -132549.150461
  nChanged 2
		SP:Iteration 13Q (53409.160000 sec): 3 clusters
  Score: Raw -134862.941273 + Penalty 2312.828097 = -132550.113176
  nChanged 2
		SP:Iteration 14Q (53409.310000 sec): 3 clusters
  Score: Raw -134865.453265 + Penalty 2312.828097 = -132552.625168
  nChanged 3
		SP:Iteration 15Q (53409.480000 sec): 3 clusters
  Score: Raw -134866.595228 + Penalty 2312.828097 = -132553.767132
  nChanged 1
		SP:Iteration 16Q (53409.600000 sec): 3 clusters
  Score: Raw -134866.932489 + Penalty 2312.828097 = -132554.104392
  nChanged 1
		SP:Iteration 17Q (53409.790000 sec): 3 clusters
  Score: Raw -134867.827756 + Penalty 2312.828097 = -132554.999659
  nChanged 1
		SP:Iteration 18Q (53409.980000 sec): 3 clusters
  Score: Raw -134868.556325 + Penalty 2312.828097 = -132555.728228
  nChanged 1
		SP:Iteration 19Q (53410.240000 sec): 3 clusters
  Score: Raw -134869.212492 + Penalty 2312.828097 = -132556.384395
  nChanged 1
		SP:Iteration 20F (53410.390000 sec): 3 clusters
  Score: Raw -134869.652405 + Penalty 2312.828097 = -132556.824309
  nChanged 2
		SP:Iteration 21Q (53410.610000 sec): 3 clusters
  Score: Raw -134874.688259 + Penalty 2312.828097 = -132561.860162
  nChanged 4
		SP:Iteration 22Q (53410.760000 sec): 3 clusters
  Score: Raw -134877.575032 + Penalty 2312.828097 = -132564.746935
  nChanged 2
		SP:Iteration 23Q (53410.970000 sec): 3 clusters
  Score: Raw -134878.622993 + Penalty 2312.828097 = -132565.794896
  nChanged 3
		SP:Iteration 24Q (53411.130000 sec): 3 clusters
  Score: Raw -134879.913268 + Penalty 2312.828097 = -132567.085171
  nChanged 1
		SP:Iteration 25Q (53411.290000 sec): 3 clusters
  Score: Raw -134880.732349 + Penalty 2312.828097 = -132567.904253
  nChanged 2
		SP:Iteration 26Q (53411.430000 sec): 3 clusters
  Score: Raw -134881.765917 + Penalty 2312.828097 = -132568.937820
  nChanged 1
		SP:Iteration 27Q (53411.570000 sec): 3 clusters
  Score: Raw -134883.266486 + Penalty 2312.828097 = -132570.438389
  nChanged 0
		SP:Iteration 28F (53411.700000 sec): 3 clusters
  Score: Raw -134883.266486 + Penalty 2312.828097 = -132570.438389
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53411.830000 sec): 2 clusters
  Score: Raw -363908.650293 + Penalty 1342.875321 = -362565.774971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53412.050000 sec): 3 clusters
  Score: Raw -362009.397292 + Penalty 2685.750643 = -359323.646649
  nChanged 1513
		SP:Iteration 1F (53412.270000 sec): 3 clusters
  Score: Raw -362874.442047 + Penalty 2685.750643 = -360188.691404
  nChanged 324
		SP:Iteration 2F (53412.450000 sec): 3 clusters
  Score: Raw -363074.706144 + Penalty 2685.750643 = -360388.955501
  nChanged 213
		SP:Iteration 3F (53412.610000 sec): 3 clusters
  Score: Raw -363200.586307 + Penalty 2685.750643 = -360514.835664
  nChanged 196
		SP:Iteration 4F (53412.810000 sec): 3 clusters
  Score: Raw -363322.853688 + Penalty 2685.750643 = -360637.103046
  nChanged 157
		SP:Iteration 5Q (53413.040000 sec): 3 clusters
  Score: Raw -363426.952254 + Penalty 2685.750643 = -360741.201611
  nChanged 146
		SP:Iteration 6Q (53413.190000 sec): 3 clusters
  Score: Raw -363525.674267 + Penalty 2685.750643 = -360839.923624
  nChanged 138
		SP:Iteration 7Q (53413.440000 sec): 3 clusters
  Score: Raw -363606.558942 + Penalty 2685.750643 = -360920.808300
  nChanged 120
		SP:Iteration 8Q (53413.580000 sec): 3 clusters
  Score: Raw -363688.370452 + Penalty 2685.750643 = -361002.619809
  nChanged 134
		SP:Iteration 9Q (53413.810000 sec): 3 clusters
  Score: Raw -363782.961400 + Penalty 2685.750643 = -361097.210757
  nChanged 119
		SP:Iteration 10Q (53413.960000 sec): 3 clusters
  Score: Raw -363867.196331 + Penalty 2685.750643 = -361181.445688
  nChanged 96
		SP:Iteration 11Q (53414.160000 sec): 3 clusters
  Score: Raw -363933.729167 + Penalty 2685.750643 = -361247.978525
  nChanged 94
		SP:Iteration 12Q (53414.410000 sec): 3 clusters
  Score: Raw -364003.053082 + Penalty 2685.750643 = -361317.302439
  nChanged 74
		SP:Iteration 13Q (53414.610000 sec): 3 clusters
  Score: Raw -364059.619796 + Penalty 2685.750643 = -361373.869153
  nChanged 73
		SP:Iteration 14Q (53414.750000 sec): 3 clusters
  Score: Raw -364124.664659 + Penalty 2685.750643 = -361438.914016
  nChanged 42
		SP:Iteration 15Q (53414.950000 sec): 3 clusters
  Score: Raw -364165.608947 + Penalty 2685.750643 = -361479.858304
  nChanged 34
		SP:Iteration 16Q (53415.110000 sec): 3 clusters
  Score: Raw -364190.120989 + Penalty 2685.750643 = -361504.370346
  nChanged 25
		SP:Iteration 17Q (53415.330000 sec): 3 clusters
  Score: Raw -364209.632110 + Penalty 2685.750643 = -361523.881468
  nChanged 13
		SP:Iteration 18Q (53415.510000 sec): 3 clusters
  Score: Raw -364218.617984 + Penalty 2685.750643 = -361532.867341
  nChanged 11
		SP:Iteration 19Q (53415.720000 sec): 3 clusters
  Score: Raw -364227.802283 + Penalty 2685.750643 = -361542.051641
  nChanged 8
		SP:Iteration 20F (53415.990000 sec): 3 clusters
  Score: Raw -364234.655921 + Penalty 2685.750643 = -361548.905278
  nChanged 8
		SP:Iteration 21Q (53416.140000 sec): 3 clusters
  Score: Raw -364242.186716 + Penalty 2685.750643 = -361556.436074
  nChanged 8
		SP:Iteration 22Q (53416.310000 sec): 3 clusters
  Score: Raw -364245.879056 + Penalty 2685.750643 = -361560.128413
  nChanged 6
		SP:Iteration 23Q (53416.520000 sec): 3 clusters
  Score: Raw -364247.999332 + Penalty 2685.750643 = -361562.248689
  nChanged 4
		SP:Iteration 24Q (53416.690000 sec): 3 clusters
  Score: Raw -364250.042735 + Penalty 2685.750643 = -361564.292092
  nChanged 3
		SP:Iteration 25Q (53416.960000 sec): 3 clusters
  Score: Raw -364251.359406 + Penalty 2685.750643 = -361565.608763
  nChanged 3
		SP:Iteration 26Q (53417.120000 sec): 3 clusters
  Score: Raw -364253.146810 + Penalty 2685.750643 = -361567.396167
  nChanged 2
		SP:Iteration 27Q (53417.320000 sec): 3 clusters
  Score: Raw -364254.115511 + Penalty 2685.750643 = -361568.364869
  nChanged 2
		SP:Iteration 28Q (53417.530000 sec): 3 clusters
  Score: Raw -364254.696089 + Penalty 2685.750643 = -361568.945446
  nChanged 1
		SP:Iteration 29Q (53417.670000 sec): 3 clusters
  Score: Raw -364255.452101 + Penalty 2685.750643 = -361569.701458
  nChanged 1
		SP:Iteration 30Q (53417.900000 sec): 3 clusters
  Score: Raw -364256.521071 + Penalty 2685.750643 = -361570.770429
  nChanged 2
		SP:Iteration 31Q (53418.080000 sec): 3 clusters
  Score: Raw -364259.075461 + Penalty 2685.750643 = -361573.324818
  nChanged 3
		SP:Iteration 32Q (53418.270000 sec): 3 clusters
  Score: Raw -364261.605522 + Penalty 2685.750643 = -361575.854880
  nChanged 1
		SP:Iteration 33Q (53418.420000 sec): 3 clusters
  Score: Raw -364262.435070 + Penalty 2685.750643 = -361576.684427
  nChanged 2
		SP:Iteration 34Q (53418.540000 sec): 3 clusters
  Score: Raw -364263.346584 + Penalty 2685.750643 = -361577.595941
  nChanged 1
		SP:Iteration 35Q (53418.680000 sec): 3 clusters
  Score: Raw -364265.115670 + Penalty 2685.750643 = -361579.365027
  nChanged 3
		SP:Iteration 36Q (53418.860000 sec): 3 clusters
  Score: Raw -364268.261971 + Penalty 2685.750643 = -361582.511328
  nChanged 3
		SP:Iteration 37Q (53419.070000 sec): 3 clusters
  Score: Raw -364270.130899 + Penalty 2685.750643 = -361584.380256
  nChanged 1
		SP:Iteration 38Q (53419.270000 sec): 3 clusters
  Score: Raw -364270.589067 + Penalty 2685.750643 = -361584.838424
  nChanged 1
		SP:Iteration 39Q (53419.460000 sec): 3 clusters
  Score: Raw -364271.603505 + Penalty 2685.750643 = -361585.852862
  nChanged 0
		SP:Iteration 40F (53419.710000 sec): 3 clusters
  Score: Raw -364271.603505 + Penalty 2685.750643 = -361585.852862
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53419.840000 sec): 2 clusters
  Score: Raw -432947.367625 + Penalty 1354.819142 = -431592.548483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53419.980000 sec): 3 clusters
  Score: Raw -430922.087566 + Penalty 2709.638283 = -428212.449282
  nChanged 1667
		SP:Iteration 1F (53420.160000 sec): 3 clusters
  Score: Raw -431890.709602 + Penalty 2709.638283 = -429181.071318
  nChanged 329
		SP:Iteration 2F (53420.310000 sec): 3 clusters
  Score: Raw -432127.957239 + Penalty 2709.638283 = -429418.318956
  nChanged 256
		SP:Iteration 3F (53420.470000 sec): 3 clusters
  Score: Raw -432318.067359 + Penalty 2709.638283 = -429608.429076
  nChanged 236
		SP:Iteration 4F (53420.670000 sec): 3 clusters
  Score: Raw -432478.303442 + Penalty 2709.638283 = -429768.665158
  nChanged 221
		SP:Iteration 5F (53420.840000 sec): 3 clusters
  Score: Raw -432640.785295 + Penalty 2709.638283 = -429931.147012
  nChanged 196
		SP:Iteration 6Q (53421.040000 sec): 3 clusters
  Score: Raw -432784.393009 + Penalty 2709.638283 = -430074.754726
  nChanged 172
		SP:Iteration 7Q (53421.250000 sec): 3 clusters
  Score: Raw -432904.694450 + Penalty 2709.638283 = -430195.056166
  nChanged 126
		SP:Iteration 8Q (53421.450000 sec): 3 clusters
  Score: Raw -432985.856486 + Penalty 2709.638283 = -430276.218202
  nChanged 86
		SP:Iteration 9Q (53421.660000 sec): 3 clusters
  Score: Raw -433042.165895 + Penalty 2709.638283 = -430332.527611
  nChanged 72
		SP:Iteration 10Q (53421.820000 sec): 3 clusters
  Score: Raw -433089.613440 + Penalty 2709.638283 = -430379.975157
  nChanged 50
		SP:Iteration 11Q (53422.040000 sec): 3 clusters
  Score: Raw -433120.811406 + Penalty 2709.638283 = -430411.173122
  nChanged 39
		SP:Iteration 12Q (53422.230000 sec): 3 clusters
  Score: Raw -433149.429503 + Penalty 2709.638283 = -430439.791220
  nChanged 45
		SP:Iteration 13Q (53422.420000 sec): 3 clusters
  Score: Raw -433179.316832 + Penalty 2709.638283 = -430469.678549
  nChanged 33
		SP:Iteration 14Q (53422.600000 sec): 3 clusters
  Score: Raw -433198.875031 + Penalty 2709.638283 = -430489.236748
  nChanged 25
		SP:Iteration 15Q (53422.800000 sec): 3 clusters
  Score: Raw -433212.139726 + Penalty 2709.638283 = -430502.501442
  nChanged 19
		SP:Iteration 16Q (53422.970000 sec): 3 clusters
  Score: Raw -433222.313692 + Penalty 2709.638283 = -430512.675409
  nChanged 24
		SP:Iteration 17Q (53423.130000 sec): 3 clusters
  Score: Raw -433235.809276 + Penalty 2709.638283 = -430526.170992
  nChanged 24
		SP:Iteration 18Q (53423.260000 sec): 3 clusters
  Score: Raw -433256.162282 + Penalty 2709.638283 = -430546.523998
  nChanged 26
		SP:Iteration 19Q (53423.390000 sec): 3 clusters
  Score: Raw -433270.301204 + Penalty 2709.638283 = -430560.662920
  nChanged 18
		SP:Iteration 20F (53423.570000 sec): 3 clusters
  Score: Raw -433276.351603 + Penalty 2709.638283 = -430566.713319
  nChanged 11
		SP:Iteration 21Q (53423.730000 sec): 3 clusters
  Score: Raw -433280.799003 + Penalty 2709.638283 = -430571.160720
  nChanged 11
		SP:Iteration 22Q (53423.970000 sec): 3 clusters
  Score: Raw -433286.254111 + Penalty 2709.638283 = -430576.615827
  nChanged 10
		SP:Iteration 23Q (53424.170000 sec): 3 clusters
  Score: Raw -433292.163021 + Penalty 2709.638283 = -430582.524738
  nChanged 11
		SP:Iteration 24Q (53424.370000 sec): 3 clusters
  Score: Raw -433298.351914 + Penalty 2709.638283 = -430588.713631
  nChanged 10
		SP:Iteration 25Q (53424.520000 sec): 3 clusters
  Score: Raw -433301.788825 + Penalty 2709.638283 = -430592.150541
  nChanged 9
		SP:Iteration 26Q (53424.720000 sec): 3 clusters
  Score: Raw -433306.170636 + Penalty 2709.638283 = -430596.532352
  nChanged 12
		SP:Iteration 27Q (53424.980000 sec): 3 clusters
  Score: Raw -433311.034795 + Penalty 2709.638283 = -430601.396511
  nChanged 6
		SP:Iteration 28Q (53425.170000 sec): 3 clusters
  Score: Raw -433313.585147 + Penalty 2709.638283 = -430603.946863
  nChanged 5
		SP:Iteration 29Q (53425.320000 sec): 3 clusters
  Score: Raw -433315.278084 + Penalty 2709.638283 = -430605.639801
  nChanged 6
		SP:Iteration 30Q (53425.480000 sec): 3 clusters
  Score: Raw -433318.052133 + Penalty 2709.638283 = -430608.413850
  nChanged 3
		SP:Iteration 31Q (53425.650000 sec): 3 clusters
  Score: Raw -433320.880632 + Penalty 2709.638283 = -430611.242349
  nChanged 5
		SP:Iteration 32Q (53425.820000 sec): 3 clusters
  Score: Raw -433322.585209 + Penalty 2709.638283 = -430612.946925
  nChanged 4
		SP:Iteration 33Q (53426.030000 sec): 3 clusters
  Score: Raw -433323.921902 + Penalty 2709.638283 = -430614.283618
  nChanged 3
		SP:Iteration 34Q (53426.220000 sec): 3 clusters
  Score: Raw -433324.911145 + Penalty 2709.638283 = -430615.272862
  nChanged 4
		SP:Iteration 35Q (53426.430000 sec): 3 clusters
  Score: Raw -433325.994049 + Penalty 2709.638283 = -430616.355765
  nChanged 0
		SP:Iteration 36F (53426.600000 sec): 3 clusters
  Score: Raw -433325.994049 + Penalty 2709.638283 = -430616.355765
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (19048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53426.790000 sec): 2 clusters
  Score: Raw -2110911.011798 + Penalty 1601.391576 = -2109309.620223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53427.050000 sec): 3 clusters
  Score: Raw -2099494.474139 + Penalty 3202.783151 = -2096291.690988
  nChanged 8530
		SP:Iteration 1F (53427.380000 sec): 3 clusters
  Score: Raw -2103992.368131 + Penalty 3202.783151 = -2100789.584980
  nChanged 911
		SP:Iteration 2Q (53427.620000 sec): 3 clusters
  Score: Raw -2104307.837074 + Penalty 3202.783151 = -2101105.053923
  nChanged 804
		SP:Iteration 3Q (53427.880000 sec): 3 clusters
  Score: Raw -2104555.875415 + Penalty 3202.783151 = -2101353.092264
  nChanged 721
		SP:Iteration 4Q (53428.170000 sec): 3 clusters
  Score: Raw -2104777.533553 + Penalty 3202.783151 = -2101574.750402
  nChanged 693
		SP:Iteration 5Q (53428.460000 sec): 3 clusters
  Score: Raw -2104981.002568 + Penalty 3202.783151 = -2101778.219417
  nChanged 615
		SP:Iteration 6Q (53428.760000 sec): 3 clusters
  Score: Raw -2105165.336850 + Penalty 3202.783151 = -2101962.553699
  nChanged 602
		SP:Iteration 7Q (53429.100000 sec): 3 clusters
  Score: Raw -2105343.729215 + Penalty 3202.783151 = -2102140.946064
  nChanged 616
		SP:Iteration 8Q (53429.420000 sec): 3 clusters
  Score: Raw -2105572.464609 + Penalty 3202.783151 = -2102369.681458
  nChanged 693
		SP:Iteration 9Q (53429.710000 sec): 3 clusters
  Score: Raw -2105887.032518 + Penalty 3202.783151 = -2102684.249367
  nChanged 775
		SP:Iteration 10Q (53430.030000 sec): 3 clusters
  Score: Raw -2106296.915642 + Penalty 3202.783151 = -2103094.132491
  nChanged 842
		SP:Iteration 11Q (53430.370000 sec): 3 clusters
  Score: Raw -2106844.937067 + Penalty 3202.783151 = -2103642.153916
  nChanged 921
		SP:Iteration 12Q (53430.670000 sec): 3 clusters
  Score: Raw -2107481.489822 + Penalty 3202.783151 = -2104278.706671
  nChanged 854
		SP:Iteration 13Q (53430.920000 sec): 3 clusters
  Score: Raw -2107950.539586 + Penalty 3202.783151 = -2104747.756435
  nChanged 658
		SP:Iteration 14Q (53431.270000 sec): 3 clusters
  Score: Raw -2108196.207259 + Penalty 3202.783151 = -2104993.424108
  nChanged 422
		SP:Iteration 15Q (53431.580000 sec): 3 clusters
  Score: Raw -2108294.888734 + Penalty 3202.783151 = -2105092.105582
  nChanged 234
		SP:Iteration 16Q (53431.870000 sec): 3 clusters
  Score: Raw -2108340.123710 + Penalty 3202.783151 = -2105137.340559
  nChanged 168
		SP:Iteration 17Q (53432.160000 sec): 3 clusters
  Score: Raw -2108369.402605 + Penalty 3202.783151 = -2105166.619454
  nChanged 144
		SP:Iteration 18Q (53432.410000 sec): 3 clusters
  Score: Raw -2108398.096702 + Penalty 3202.783151 = -2105195.313551
  nChanged 148
		SP:Iteration 19Q (53432.670000 sec): 3 clusters
  Score: Raw -2108430.636154 + Penalty 3202.783151 = -2105227.853003
  nChanged 152
		SP:Iteration 20F (53432.980000 sec): 3 clusters
  Score: Raw -2108461.961507 + Penalty 3202.783151 = -2105259.178356
  nChanged 146
		SP:Iteration 21Q (53433.250000 sec): 3 clusters
  Score: Raw -2108499.678760 + Penalty 3202.783151 = -2105296.895609
  nChanged 162
		SP:Iteration 22Q (53433.560000 sec): 3 clusters
  Score: Raw -2108542.404709 + Penalty 3202.783151 = -2105339.621557
  nChanged 182
		SP:Iteration 23Q (53433.960000 sec): 3 clusters
  Score: Raw -2108587.088395 + Penalty 3202.783151 = -2105384.305244
  nChanged 171
		SP:Iteration 24Q (53434.270000 sec): 3 clusters
  Score: Raw -2108624.879807 + Penalty 3202.783151 = -2105422.096656
  nChanged 167
		SP:Iteration 25Q (53434.520000 sec): 3 clusters
  Score: Raw -2108664.717549 + Penalty 3202.783151 = -2105461.934398
  nChanged 156
		SP:Iteration 26Q (53434.750000 sec): 3 clusters
  Score: Raw -2108700.439188 + Penalty 3202.783151 = -2105497.656037
  nChanged 155
		SP:Iteration 27Q (53435.130000 sec): 3 clusters
  Score: Raw -2108733.500937 + Penalty 3202.783151 = -2105530.717786
  nChanged 142
		SP:Iteration 28Q (53435.420000 sec): 3 clusters
  Score: Raw -2108760.589116 + Penalty 3202.783151 = -2105557.805965
  nChanged 152
		SP:Iteration 29Q (53435.700000 sec): 3 clusters
  Score: Raw -2108790.688798 + Penalty 3202.783151 = -2105587.905647
  nChanged 138
		SP:Iteration 30Q (53435.940000 sec): 3 clusters
  Score: Raw -2108816.499098 + Penalty 3202.783151 = -2105613.715947
  nChanged 128
		SP:Iteration 31Q (53436.240000 sec): 3 clusters
  Score: Raw -2108839.258396 + Penalty 3202.783151 = -2105636.475245
  nChanged 128
		SP:Iteration 32Q (53436.520000 sec): 3 clusters
  Score: Raw -2108862.229728 + Penalty 3202.783151 = -2105659.446576
  nChanged 118
		SP:Iteration 33Q (53436.730000 sec): 3 clusters
  Score: Raw -2108886.288255 + Penalty 3202.783151 = -2105683.505104
  nChanged 121
		SP:Iteration 34Q (53437.010000 sec): 3 clusters
  Score: Raw -2108909.337630 + Penalty 3202.783151 = -2105706.554479
  nChanged 98
		SP:Iteration 35Q (53437.290000 sec): 3 clusters
  Score: Raw -2108926.373495 + Penalty 3202.783151 = -2105723.590344
  nChanged 105
		SP:Iteration 36Q (53437.570000 sec): 3 clusters
  Score: Raw -2108945.102529 + Penalty 3202.783151 = -2105742.319377
  nChanged 95
		SP:Iteration 37Q (53437.920000 sec): 3 clusters
  Score: Raw -2108961.051501 + Penalty 3202.783151 = -2105758.268350
  nChanged 99
		SP:Iteration 38Q (53438.220000 sec): 3 clusters
  Score: Raw -2108976.398962 + Penalty 3202.783151 = -2105773.615811
  nChanged 88
		SP:Iteration 39Q (53438.520000 sec): 3 clusters
  Score: Raw -2108988.851261 + Penalty 3202.783151 = -2105786.068110
  nChanged 89
		SP:Iteration 40F (53438.810000 sec): 3 clusters
  Score: Raw -2109001.266935 + Penalty 3202.783151 = -2105798.483784
  nChanged 77
		SP:Iteration 41Q (53439.150000 sec): 3 clusters
  Score: Raw -2109014.329461 + Penalty 3202.783151 = -2105811.546309
  nChanged 92
		SP:Iteration 42Q (53439.450000 sec): 3 clusters
  Score: Raw -2109029.746137 + Penalty 3202.783151 = -2105826.962986
  nChanged 98
		SP:Iteration 43Q (53439.730000 sec): 3 clusters
  Score: Raw -2109047.342385 + Penalty 3202.783151 = -2105844.559234
  nChanged 110
		SP:Iteration 44Q (53440.030000 sec): 3 clusters
  Score: Raw -2109067.761518 + Penalty 3202.783151 = -2105864.978367
  nChanged 116
		SP:Iteration 45Q (53440.290000 sec): 3 clusters
  Score: Raw -2109092.817723 + Penalty 3202.783151 = -2105890.034572
  nChanged 134
		SP:Iteration 46Q (53440.580000 sec): 3 clusters
  Score: Raw -2109119.592724 + Penalty 3202.783151 = -2105916.809573
  nChanged 132
		SP:Iteration 47Q (53440.850000 sec): 3 clusters
  Score: Raw -2109147.128118 + Penalty 3202.783151 = -2105944.344966
  nChanged 118
		SP:Iteration 48Q (53441.120000 sec): 3 clusters
  Score: Raw -2109170.523693 + Penalty 3202.783151 = -2105967.740542
  nChanged 129
		SP:Iteration 49Q (53441.420000 sec): 3 clusters
  Score: Raw -2109198.275006 + Penalty 3202.783151 = -2105995.491855
  nChanged 130
		SP:Iteration 50Q (53441.720000 sec): 3 clusters
  Score: Raw -2109227.603515 + Penalty 3202.783151 = -2106024.820364
  nChanged 144
		SP:Iteration 51Q (53441.960000 sec): 3 clusters
  Score: Raw -2109261.559022 + Penalty 3202.783151 = -2106058.775871
  nChanged 131
		SP:Iteration 52Q (53442.270000 sec): 3 clusters
  Score: Raw -2109293.532440 + Penalty 3202.783151 = -2106090.749289
  nChanged 144
		SP:Iteration 53Q (53442.520000 sec): 3 clusters
  Score: Raw -2109328.651726 + Penalty 3202.783151 = -2106125.868575
  nChanged 158
		SP:Iteration 54Q (53442.830000 sec): 3 clusters
  Score: Raw -2109368.567039 + Penalty 3202.783151 = -2106165.783888
  nChanged 151
		SP:Iteration 55Q (53443.180000 sec): 3 clusters
  Score: Raw -2109411.565801 + Penalty 3202.783151 = -2106208.782650
  nChanged 159
		SP:Iteration 56Q (53443.440000 sec): 3 clusters
  Score: Raw -2109459.746793 + Penalty 3202.783151 = -2106256.963642
  nChanged 161
		SP:Iteration 57Q (53443.760000 sec): 3 clusters
  Score: Raw -2109503.740435 + Penalty 3202.783151 = -2106300.957284
  nChanged 170
		SP:Iteration 58Q (53444.120000 sec): 3 clusters
  Score: Raw -2109550.788526 + Penalty 3202.783151 = -2106348.005374
  nChanged 159
		SP:Iteration 59Q (53444.340000 sec): 3 clusters
  Score: Raw -2109593.669895 + Penalty 3202.783151 = -2106390.886744
  nChanged 143
		SP:Iteration 60F (53444.610000 sec): 3 clusters
  Score: Raw -2109632.237403 + Penalty 3202.783151 = -2106429.454252
  nChanged 164
		SP:Iteration 61Q (53444.890000 sec): 3 clusters
  Score: Raw -2109678.847760 + Penalty 3202.783151 = -2106476.064608
  nChanged 168
		SP:Iteration 62Q (53445.220000 sec): 3 clusters
  Score: Raw -2109733.717130 + Penalty 3202.783151 = -2106530.933979
  nChanged 187
		SP:Iteration 63Q (53445.470000 sec): 3 clusters
  Score: Raw -2109804.604812 + Penalty 3202.783151 = -2106601.821661
  nChanged 189
		SP:Iteration 64Q (53445.730000 sec): 3 clusters
  Score: Raw -2109877.607793 + Penalty 3202.783151 = -2106674.824642
  nChanged 217
		SP:Iteration 65Q (53446.050000 sec): 3 clusters
  Score: Raw -2109957.452286 + Penalty 3202.783151 = -2106754.669134
  nChanged 192
		SP:Iteration 66Q (53446.300000 sec): 3 clusters
  Score: Raw -2110029.294641 + Penalty 3202.783151 = -2106826.511490
  nChanged 190
		SP:Iteration 67Q (53446.640000 sec): 3 clusters
  Score: Raw -2110104.079266 + Penalty 3202.783151 = -2106901.296115
  nChanged 193
		SP:Iteration 68Q (53446.870000 sec): 3 clusters
  Score: Raw -2110183.924007 + Penalty 3202.783151 = -2106981.140856
  nChanged 196
		SP:Iteration 69Q (53447.190000 sec): 3 clusters
  Score: Raw -2110262.868654 + Penalty 3202.783151 = -2107060.085503
  nChanged 180
		SP:Iteration 70Q (53447.510000 sec): 3 clusters
  Score: Raw -2110339.485207 + Penalty 3202.783151 = -2107136.702056
  nChanged 173
		SP:Iteration 71Q (53447.810000 sec): 3 clusters
  Score: Raw -2110419.051116 + Penalty 3202.783151 = -2107216.267965
  nChanged 154
		SP:Iteration 72Q (53448.040000 sec): 3 clusters
  Score: Raw -2110492.655945 + Penalty 3202.783151 = -2107289.872794
  nChanged 147
		SP:Iteration 73Q (53448.230000 sec): 3 clusters
  Score: Raw -2110562.252760 + Penalty 3202.783151 = -2107359.469609
  nChanged 110
		SP:Iteration 74Q (53448.530000 sec): 3 clusters
  Score: Raw -2110613.519967 + Penalty 3202.783151 = -2107410.736816
  nChanged 104
		SP:Iteration 75Q (53448.820000 sec): 3 clusters
  Score: Raw -2110668.432861 + Penalty 3202.783151 = -2107465.649709
  nChanged 102
		SP:Iteration 76Q (53449.130000 sec): 3 clusters
  Score: Raw -2110723.125048 + Penalty 3202.783151 = -2107520.341897
  nChanged 100
		SP:Iteration 77Q (53449.430000 sec): 3 clusters
  Score: Raw -2110776.782621 + Penalty 3202.783151 = -2107573.999470
  nChanged 84
		SP:Iteration 78Q (53449.730000 sec): 3 clusters
  Score: Raw -2110819.827821 + Penalty 3202.783151 = -2107617.044670
  nChanged 86
		SP:Iteration 79Q (53450.030000 sec): 3 clusters
  Score: Raw -2110859.953410 + Penalty 3202.783151 = -2107657.170259
  nChanged 58
		SP:Iteration 80F (53450.290000 sec): 3 clusters
  Score: Raw -2110889.622072 + Penalty 3202.783151 = -2107686.838921
  nChanged 48
		SP:Iteration 81Q (53450.530000 sec): 3 clusters
  Score: Raw -2110913.834486 + Penalty 3202.783151 = -2107711.051334
  nChanged 49
		SP:Iteration 82Q (53450.800000 sec): 3 clusters
  Score: Raw -2110941.365426 + Penalty 3202.783151 = -2107738.582275
  nChanged 42
		SP:Iteration 83Q (53451.080000 sec): 3 clusters
  Score: Raw -2110962.390705 + Penalty 3202.783151 = -2107759.607554
  nChanged 46
		SP:Iteration 84Q (53451.390000 sec): 3 clusters
  Score: Raw -2110987.673021 + Penalty 3202.783151 = -2107784.889870
  nChanged 43
		SP:Iteration 85Q (53451.660000 sec): 3 clusters
  Score: Raw -2111012.633406 + Penalty 3202.783151 = -2107809.850255
  nChanged 38
		SP:Iteration 86Q (53451.920000 sec): 3 clusters
  Score: Raw -2111031.582661 + Penalty 3202.783151 = -2107828.799510
  nChanged 34
		SP:Iteration 87Q (53452.200000 sec): 3 clusters
  Score: Raw -2111049.451636 + Penalty 3202.783151 = -2107846.668484
  nChanged 24
		SP:Iteration 88Q (53452.510000 sec): 3 clusters
  Score: Raw -2111063.904106 + Penalty 3202.783151 = -2107861.120955
  nChanged 20
		SP:Iteration 89Q (53452.760000 sec): 3 clusters
  Score: Raw -2111076.518314 + Penalty 3202.783151 = -2107873.735163
  nChanged 20
		SP:Iteration 90Q (53453.080000 sec): 3 clusters
  Score: Raw -2111089.368842 + Penalty 3202.783151 = -2107886.585691
  nChanged 19
		SP:Iteration 91Q (53453.390000 sec): 3 clusters
  Score: Raw -2111102.320316 + Penalty 3202.783151 = -2107899.537164
  nChanged 15
		SP:Iteration 92Q (53453.630000 sec): 3 clusters
  Score: Raw -2111110.181502 + Penalty 3202.783151 = -2107907.398351
  nChanged 15
		SP:Iteration 93Q (53453.910000 sec): 3 clusters
  Score: Raw -2111120.429886 + Penalty 3202.783151 = -2107917.646735
  nChanged 11
		SP:Iteration 94Q (53454.160000 sec): 3 clusters
  Score: Raw -2111125.794099 + Penalty 3202.783151 = -2107923.010947
  nChanged 8
		SP:Iteration 95Q (53454.440000 sec): 3 clusters
  Score: Raw -2111130.379424 + Penalty 3202.783151 = -2107927.596273
  nChanged 7
		SP:Iteration 96Q (53454.720000 sec): 3 clusters
  Score: Raw -2111134.194224 + Penalty 3202.783151 = -2107931.411073
  nChanged 2
		SP:Iteration 97Q (53454.980000 sec): 3 clusters
  Score: Raw -2111135.217338 + Penalty 3202.783151 = -2107932.434187
  nChanged 3
		SP:Iteration 98Q (53455.230000 sec): 3 clusters
  Score: Raw -2111137.490330 + Penalty 3202.783151 = -2107934.707178
  nChanged 6
		SP:Iteration 99Q (53455.560000 sec): 3 clusters
  Score: Raw -2111140.946551 + Penalty 3202.783151 = -2107938.163399
  nChanged 5
		SP:Iteration 100F (53455.820000 sec): 3 clusters
  Score: Raw -2111144.670949 + Penalty 3202.783151 = -2107941.887798
  nChanged 8
		SP:Iteration 101Q (53456.100000 sec): 3 clusters
  Score: Raw -2111148.285842 + Penalty 3202.783151 = -2107945.502691
  nChanged 8
		SP:Iteration 102Q (53456.320000 sec): 3 clusters
  Score: Raw -2111154.882222 + Penalty 3202.783151 = -2107952.099071
  nChanged 8
		SP:Iteration 103Q (53456.610000 sec): 3 clusters
  Score: Raw -2111161.091285 + Penalty 3202.783151 = -2107958.308134
  nChanged 8
		SP:Iteration 104Q (53456.890000 sec): 3 clusters
  Score: Raw -2111166.034962 + Penalty 3202.783151 = -2107963.251811
  nChanged 6
		SP:Iteration 105Q (53457.170000 sec): 3 clusters
  Score: Raw -2111169.576290 + Penalty 3202.783151 = -2107966.793139
  nChanged 9
		SP:Iteration 106Q (53457.420000 sec): 3 clusters
  Score: Raw -2111176.689536 + Penalty 3202.783151 = -2107973.906385
  nChanged 7
		SP:Iteration 107Q (53457.680000 sec): 3 clusters
  Score: Raw -2111182.257157 + Penalty 3202.783151 = -2107979.474006
  nChanged 7
		SP:Iteration 108Q (53457.970000 sec): 3 clusters
  Score: Raw -2111185.864451 + Penalty 3202.783151 = -2107983.081300
  nChanged 4
		SP:Iteration 109Q (53458.220000 sec): 3 clusters
  Score: Raw -2111187.933236 + Penalty 3202.783151 = -2107985.150085
  nChanged 7
		SP:Iteration 110Q (53458.440000 sec): 3 clusters
  Score: Raw -2111192.449482 + Penalty 3202.783151 = -2107989.666331
  nChanged 7
		SP:Iteration 111Q (53458.660000 sec): 3 clusters
  Score: Raw -2111196.886918 + Penalty 3202.783151 = -2107994.103767
  nChanged 6
		SP:Iteration 112Q (53458.890000 sec): 3 clusters
  Score: Raw -2111201.896311 + Penalty 3202.783151 = -2107999.113159
  nChanged 3
		SP:Iteration 113Q (53459.120000 sec): 3 clusters
  Score: Raw -2111205.081098 + Penalty 3202.783151 = -2108002.297946
  nChanged 5
		SP:Iteration 114Q (53459.440000 sec): 3 clusters
  Score: Raw -2111208.975211 + Penalty 3202.783151 = -2108006.192060
  nChanged 4
		SP:Iteration 115Q (53459.680000 sec): 3 clusters
  Score: Raw -2111210.996124 + Penalty 3202.783151 = -2108008.212973
  nChanged 3
		SP:Iteration 116Q (53459.990000 sec): 3 clusters
  Score: Raw -2111212.638720 + Penalty 3202.783151 = -2108009.855569
  nChanged 4
		SP:Iteration 117Q (53460.260000 sec): 3 clusters
  Score: Raw -2111214.761534 + Penalty 3202.783151 = -2108011.978383
  nChanged 1
		SP:Iteration 118Q (53460.510000 sec): 3 clusters
  Score: Raw -2111215.518449 + Penalty 3202.783151 = -2108012.735298
  nChanged 1
		SP:Iteration 119Q (53460.830000 sec): 3 clusters
  Score: Raw -2111216.527865 + Penalty 3202.783151 = -2108013.744714
  nChanged 1
		SP:Iteration 120F (53461.120000 sec): 3 clusters
  Score: Raw -2111216.814529 + Penalty 3202.783151 = -2108014.031378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53461.240000 sec): 2 clusters
  Score: Raw -657387.685398 + Penalty 1414.912228 = -655972.773169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53461.480000 sec): 3 clusters
  Score: Raw -654102.855407 + Penalty 2829.824457 = -651273.030950
  nChanged 2486
		SP:Iteration 1F (53461.670000 sec): 3 clusters
  Score: Raw -655385.046580 + Penalty 2829.824457 = -652555.222123
  nChanged 420
		SP:Iteration 2F (53461.870000 sec): 3 clusters
  Score: Raw -655607.301473 + Penalty 2829.824457 = -652777.477016
  nChanged 359
		SP:Iteration 3F (53462.050000 sec): 3 clusters
  Score: Raw -655789.331761 + Penalty 2829.824457 = -652959.507304
  nChanged 303
		SP:Iteration 4F (53462.270000 sec): 3 clusters
  Score: Raw -655945.979108 + Penalty 2829.824457 = -653116.154651
  nChanged 298
		SP:Iteration 5Q (53462.480000 sec): 3 clusters
  Score: Raw -656107.097508 + Penalty 2829.824457 = -653277.273051
  nChanged 270
		SP:Iteration 6Q (53462.720000 sec): 3 clusters
  Score: Raw -656274.774050 + Penalty 2829.824457 = -653444.949593
  nChanged 260
		SP:Iteration 7Q (53462.970000 sec): 3 clusters
  Score: Raw -656429.622594 + Penalty 2829.824457 = -653599.798137
  nChanged 246
		SP:Iteration 8Q (53463.180000 sec): 3 clusters
  Score: Raw -656576.655794 + Penalty 2829.824457 = -653746.831337
  nChanged 225
		SP:Iteration 9Q (53463.400000 sec): 3 clusters
  Score: Raw -656712.818750 + Penalty 2829.824457 = -653882.994293
  nChanged 197
		SP:Iteration 10Q (53463.590000 sec): 3 clusters
  Score: Raw -656816.312002 + Penalty 2829.824457 = -653986.487545
  nChanged 177
		SP:Iteration 11Q (53463.760000 sec): 3 clusters
  Score: Raw -656895.107591 + Penalty 2829.824457 = -654065.283134
  nChanged 147
		SP:Iteration 12Q (53463.910000 sec): 3 clusters
  Score: Raw -656957.200791 + Penalty 2829.824457 = -654127.376334
  nChanged 107
		SP:Iteration 13Q (53464.030000 sec): 3 clusters
  Score: Raw -656998.957892 + Penalty 2829.824457 = -654169.133435
  nChanged 88
		SP:Iteration 14Q (53464.210000 sec): 3 clusters
  Score: Raw -657026.500316 + Penalty 2829.824457 = -654196.675859
  nChanged 66
		SP:Iteration 15Q (53464.370000 sec): 3 clusters
  Score: Raw -657046.941208 + Penalty 2829.824457 = -654217.116751
  nChanged 52
		SP:Iteration 16Q (53464.530000 sec): 3 clusters
  Score: Raw -657059.789813 + Penalty 2829.824457 = -654229.965356
  nChanged 36
		SP:Iteration 17Q (53464.770000 sec): 3 clusters
  Score: Raw -657070.566675 + Penalty 2829.824457 = -654240.742218
  nChanged 41
		SP:Iteration 18Q (53465.020000 sec): 3 clusters
  Score: Raw -657081.763449 + Penalty 2829.824457 = -654251.938992
  nChanged 41
		SP:Iteration 19Q (53465.200000 sec): 3 clusters
  Score: Raw -657091.090781 + Penalty 2829.824457 = -654261.266324
  nChanged 26
		SP:Iteration 20F (53465.390000 sec): 3 clusters
  Score: Raw -657096.060943 + Penalty 2829.824457 = -654266.236486
  nChanged 27
		SP:Iteration 21Q (53465.530000 sec): 3 clusters
  Score: Raw -657103.245485 + Penalty 2829.824457 = -654273.421028
  nChanged 35
		SP:Iteration 22Q (53465.730000 sec): 3 clusters
  Score: Raw -657112.742386 + Penalty 2829.824457 = -654282.917929
  nChanged 31
		SP:Iteration 23Q (53465.960000 sec): 3 clusters
  Score: Raw -657120.901607 + Penalty 2829.824457 = -654291.077150
  nChanged 24
		SP:Iteration 24Q (53466.180000 sec): 3 clusters
  Score: Raw -657127.973739 + Penalty 2829.824457 = -654298.149282
  nChanged 33
		SP:Iteration 25Q (53466.390000 sec): 3 clusters
  Score: Raw -657135.194532 + Penalty 2829.824457 = -654305.370075
  nChanged 24
		SP:Iteration 26Q (53466.630000 sec): 3 clusters
  Score: Raw -657141.476717 + Penalty 2829.824457 = -654311.652260
  nChanged 14
		SP:Iteration 27Q (53466.860000 sec): 3 clusters
  Score: Raw -657143.838019 + Penalty 2829.824457 = -654314.013562
  nChanged 14
		SP:Iteration 28Q (53467.090000 sec): 3 clusters
  Score: Raw -657146.164424 + Penalty 2829.824457 = -654316.339967
  nChanged 16
		SP:Iteration 29Q (53467.270000 sec): 3 clusters
  Score: Raw -657149.005092 + Penalty 2829.824457 = -654319.180635
  nChanged 13
		SP:Iteration 30Q (53467.450000 sec): 3 clusters
  Score: Raw -657151.454773 + Penalty 2829.824457 = -654321.630316
  nChanged 12
		SP:Iteration 31Q (53467.640000 sec): 3 clusters
  Score: Raw -657153.114939 + Penalty 2829.824457 = -654323.290482
  nChanged 3
		SP:Iteration 32Q (53467.970000 sec): 3 clusters
  Score: Raw -657153.405527 + Penalty 2829.824457 = -654323.581070
  nChanged 5
		SP:Iteration 33Q (53468.140000 sec): 3 clusters
  Score: Raw -657154.323730 + Penalty 2829.824457 = -654324.499273
  nChanged 10
		SP:Iteration 34Q (53468.330000 sec): 3 clusters
  Score: Raw -657156.009584 + Penalty 2829.824457 = -654326.185127
  nChanged 14
		SP:Iteration 35Q (53468.580000 sec): 3 clusters
  Score: Raw -657158.956398 + Penalty 2829.824457 = -654329.131941
  nChanged 13
		SP:Iteration 36Q (53468.790000 sec): 3 clusters
  Score: Raw -657161.051861 + Penalty 2829.824457 = -654331.227404
  nChanged 9
		SP:Iteration 37Q (53468.980000 sec): 3 clusters
  Score: Raw -657162.336167 + Penalty 2829.824457 = -654332.511710
  nChanged 9
		SP:Iteration 38Q (53469.200000 sec): 3 clusters
  Score: Raw -657163.761474 + Penalty 2829.824457 = -654333.937017
  nChanged 11
		SP:Iteration 39Q (53469.410000 sec): 3 clusters
  Score: Raw -657165.914647 + Penalty 2829.824457 = -654336.090190
  nChanged 17
		SP:Iteration 40F (53469.610000 sec): 3 clusters
  Score: Raw -657168.745342 + Penalty 2829.824457 = -654338.920885
  nChanged 15
		SP:Iteration 41Q (53469.810000 sec): 3 clusters
  Score: Raw -657171.059271 + Penalty 2829.824457 = -654341.234814
  nChanged 13
		SP:Iteration 42Q (53470.030000 sec): 3 clusters
  Score: Raw -657173.105892 + Penalty 2829.824457 = -654343.281435
  nChanged 11
		SP:Iteration 43Q (53470.200000 sec): 3 clusters
  Score: Raw -657175.012855 + Penalty 2829.824457 = -654345.188398
  nChanged 9
		SP:Iteration 44Q (53470.410000 sec): 3 clusters
  Score: Raw -657176.458400 + Penalty 2829.824457 = -654346.633943
  nChanged 11
		SP:Iteration 45Q (53470.600000 sec): 3 clusters
  Score: Raw -657178.395245 + Penalty 2829.824457 = -654348.570788
  nChanged 13
		SP:Iteration 46Q (53470.790000 sec): 3 clusters
  Score: Raw -657180.769552 + Penalty 2829.824457 = -654350.945095
  nChanged 15
		SP:Iteration 47Q (53470.980000 sec): 3 clusters
  Score: Raw -657183.471279 + Penalty 2829.824457 = -654353.646822
  nChanged 9
		SP:Iteration 48Q (53471.170000 sec): 3 clusters
  Score: Raw -657184.747105 + Penalty 2829.824457 = -654354.922648
  nChanged 5
		SP:Iteration 49Q (53471.370000 sec): 3 clusters
  Score: Raw -657185.403908 + Penalty 2829.824457 = -654355.579451
  nChanged 7
		SP:Iteration 50Q (53471.570000 sec): 3 clusters
  Score: Raw -657186.105003 + Penalty 2829.824457 = -654356.280546
  nChanged 5
		SP:Iteration 51Q (53471.850000 sec): 3 clusters
  Score: Raw -657187.038180 + Penalty 2829.824457 = -654357.213723
  nChanged 6
		SP:Iteration 52Q (53472.080000 sec): 3 clusters
  Score: Raw -657188.010381 + Penalty 2829.824457 = -654358.185924
  nChanged 7
		SP:Iteration 53Q (53472.260000 sec): 3 clusters
  Score: Raw -657188.910196 + Penalty 2829.824457 = -654359.085739
  nChanged 6
		SP:Iteration 54Q (53472.450000 sec): 3 clusters
  Score: Raw -657189.632161 + Penalty 2829.824457 = -654359.807704
  nChanged 4
		SP:Iteration 55Q (53472.660000 sec): 3 clusters
  Score: Raw -657190.409332 + Penalty 2829.824457 = -654360.584875
  nChanged 8
		SP:Iteration 56Q (53472.840000 sec): 3 clusters
  Score: Raw -657191.937157 + Penalty 2829.824457 = -654362.112700
  nChanged 6
		SP:Iteration 57Q (53473.050000 sec): 3 clusters
  Score: Raw -657193.196542 + Penalty 2829.824457 = -654363.372085
  nChanged 8
		SP:Iteration 58Q (53473.220000 sec): 3 clusters
  Score: Raw -657194.240878 + Penalty 2829.824457 = -654364.416421
  nChanged 6
		SP:Iteration 59Q (53473.420000 sec): 3 clusters
  Score: Raw -657195.305453 + Penalty 2829.824457 = -654365.480996
  nChanged 5
		SP:Iteration 60F (53473.620000 sec): 3 clusters
  Score: Raw -657196.601838 + Penalty 2829.824457 = -654366.777381
  nChanged 8
		SP:Iteration 61Q (53473.810000 sec): 3 clusters
  Score: Raw -657198.266291 + Penalty 2829.824457 = -654368.441834
  nChanged 13
		SP:Iteration 62Q (53474.000000 sec): 3 clusters
  Score: Raw -657201.054231 + Penalty 2829.824457 = -654371.229774
  nChanged 13
		SP:Iteration 63Q (53474.210000 sec): 3 clusters
  Score: Raw -657203.837414 + Penalty 2829.824457 = -654374.012957
  nChanged 14
		SP:Iteration 64Q (53474.400000 sec): 3 clusters
  Score: Raw -657205.909517 + Penalty 2829.824457 = -654376.085060
  nChanged 9
		SP:Iteration 65Q (53474.550000 sec): 3 clusters
  Score: Raw -657207.266590 + Penalty 2829.824457 = -654377.442133
  nChanged 12
		SP:Iteration 66Q (53474.720000 sec): 3 clusters
  Score: Raw -657209.445915 + Penalty 2829.824457 = -654379.621458
  nChanged 11
		SP:Iteration 67Q (53474.860000 sec): 3 clusters
  Score: Raw -657211.723962 + Penalty 2829.824457 = -654381.899505
  nChanged 14
		SP:Iteration 68Q (53475.060000 sec): 3 clusters
  Score: Raw -657214.127543 + Penalty 2829.824457 = -654384.303086
  nChanged 8
		SP:Iteration 69Q (53475.280000 sec): 3 clusters
  Score: Raw -657215.787536 + Penalty 2829.824457 = -654385.963079
  nChanged 10
		SP:Iteration 70Q (53475.500000 sec): 3 clusters
  Score: Raw -657217.995226 + Penalty 2829.824457 = -654388.170769
  nChanged 15
		SP:Iteration 71Q (53475.690000 sec): 3 clusters
  Score: Raw -657221.194608 + Penalty 2829.824457 = -654391.370151
  nChanged 10
		SP:Iteration 72Q (53475.880000 sec): 3 clusters
  Score: Raw -657222.825365 + Penalty 2829.824457 = -654393.000908
  nChanged 8
		SP:Iteration 73Q (53476.100000 sec): 3 clusters
  Score: Raw -657223.927606 + Penalty 2829.824457 = -654394.103149
  nChanged 2
		SP:Iteration 74Q (53476.290000 sec): 3 clusters
  Score: Raw -657224.197076 + Penalty 2829.824457 = -654394.372619
  nChanged 3
		SP:Iteration 75Q (53476.500000 sec): 3 clusters
  Score: Raw -657224.506240 + Penalty 2829.824457 = -654394.681783
  nChanged 2
		SP:Iteration 76Q (53476.690000 sec): 3 clusters
  Score: Raw -657224.721931 + Penalty 2829.824457 = -654394.897474
  nChanged 1
		SP:Iteration 77Q (53476.940000 sec): 3 clusters
  Score: Raw -657225.117402 + Penalty 2829.824457 = -654395.292945
  nChanged 3
		SP:Iteration 78Q (53477.140000 sec): 3 clusters
  Score: Raw -657225.641563 + Penalty 2829.824457 = -654395.817106
  nChanged 4
		SP:Iteration 79Q (53477.330000 sec): 3 clusters
  Score: Raw -657226.303158 + Penalty 2829.824457 = -654396.478701
  nChanged 6
		SP:Iteration 80F (53477.520000 sec): 3 clusters
  Score: Raw -657227.249170 + Penalty 2829.824457 = -654397.424713
  nChanged 6
		SP:Iteration 81Q (53477.700000 sec): 3 clusters
  Score: Raw -657228.804060 + Penalty 2829.824457 = -654398.979603
  nChanged 15
		SP:Iteration 82Q (53477.880000 sec): 3 clusters
  Score: Raw -657231.424308 + Penalty 2829.824457 = -654401.599851
  nChanged 12
		SP:Iteration 83Q (53478.020000 sec): 3 clusters
  Score: Raw -657233.753546 + Penalty 2829.824457 = -654403.929089
  nChanged 8
		SP:Iteration 84Q (53478.250000 sec): 3 clusters
  Score: Raw -657235.230170 + Penalty 2829.824457 = -654405.405713
  nChanged 9
		SP:Iteration 85Q (53478.430000 sec): 3 clusters
  Score: Raw -657236.670874 + Penalty 2829.824457 = -654406.846417
  nChanged 8
		SP:Iteration 86Q (53478.660000 sec): 3 clusters
  Score: Raw -657237.967705 + Penalty 2829.824457 = -654408.143248
  nChanged 4
		SP:Iteration 87Q (53478.880000 sec): 3 clusters
  Score: Raw -657238.724895 + Penalty 2829.824457 = -654408.900438
  nChanged 4
		SP:Iteration 88Q (53479.100000 sec): 3 clusters
  Score: Raw -657239.346111 + Penalty 2829.824457 = -654409.521654
  nChanged 6
		SP:Iteration 89Q (53479.300000 sec): 3 clusters
  Score: Raw -657240.025023 + Penalty 2829.824457 = -654410.200566
  nChanged 4
		SP:Iteration 90Q (53479.490000 sec): 3 clusters
  Score: Raw -657240.603292 + Penalty 2829.824457 = -654410.778835
  nChanged 4
		SP:Iteration 91Q (53479.680000 sec): 3 clusters
  Score: Raw -657241.251899 + Penalty 2829.824457 = -654411.427442
  nChanged 3
		SP:Iteration 92Q (53479.890000 sec): 3 clusters
  Score: Raw -657241.551853 + Penalty 2829.824457 = -654411.727396
  nChanged 3
		SP:Iteration 93Q (53480.090000 sec): 3 clusters
  Score: Raw -657242.464829 + Penalty 2829.824457 = -654412.640372
  nChanged 5
		SP:Iteration 94Q (53480.340000 sec): 3 clusters
  Score: Raw -657243.234684 + Penalty 2829.824457 = -654413.410227
  nChanged 4
		SP:Iteration 95Q (53480.500000 sec): 3 clusters
  Score: Raw -657243.683180 + Penalty 2829.824457 = -654413.858723
  nChanged 5
		SP:Iteration 96Q (53480.750000 sec): 3 clusters
  Score: Raw -657244.609535 + Penalty 2829.824457 = -654414.785079
  nChanged 2
		SP:Iteration 97Q (53480.940000 sec): 3 clusters
  Score: Raw -657244.847253 + Penalty 2829.824457 = -654415.022796
  nChanged 3
		SP:Iteration 98Q (53481.180000 sec): 3 clusters
  Score: Raw -657245.338582 + Penalty 2829.824457 = -654415.514125
  nChanged 2
		SP:Iteration 99Q (53481.410000 sec): 3 clusters
  Score: Raw -657245.602062 + Penalty 2829.824457 = -654415.777605
  nChanged 2
		SP:Iteration 100F (53481.620000 sec): 3 clusters
  Score: Raw -657245.842889 + Penalty 2829.824457 = -654416.018432
  nChanged 2
		SP:Iteration 101Q (53481.840000 sec): 3 clusters
  Score: Raw -657246.214356 + Penalty 2829.824457 = -654416.389899
  nChanged 1
		SP:Iteration 102Q (53482.020000 sec): 3 clusters
  Score: Raw -657246.341936 + Penalty 2829.824457 = -654416.517479
  nChanged 0
		SP:Iteration 103F (53482.180000 sec): 3 clusters
  Score: Raw -657246.341936 + Penalty 2829.824457 = -654416.517479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53482.340000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53482.530000 sec): 3 clusters
  Score: Raw -52998.991281 + Penalty 2034.984797 = -50964.006484
  nChanged 109
		SP:Iteration 1F (53482.700000 sec): 3 clusters
  Score: Raw -53152.273960 + Penalty 2034.984797 = -51117.289162
  nChanged 47
		SP:Iteration 2F (53482.910000 sec): 3 clusters
  Score: Raw -53225.496804 + Penalty 2034.984797 = -51190.512007
  nChanged 24
		SP:Iteration 3Q (53483.120000 sec): 3 clusters
  Score: Raw -53264.411503 + Penalty 2034.984797 = -51229.426706
  nChanged 12
		SP:Iteration 4Q (53483.340000 sec): 3 clusters
  Score: Raw -53289.535653 + Penalty 2034.984797 = -51254.550855
  nChanged 7
		SP:Iteration 5Q (53483.560000 sec): 3 clusters
  Score: Raw -53298.808520 + Penalty 2034.984797 = -51263.823722
  nChanged 5
		SP:Iteration 6Q (53483.680000 sec): 3 clusters
  Score: Raw -53305.359050 + Penalty 2034.984797 = -51270.374252
  nChanged 6
		SP:Iteration 7Q (53483.850000 sec): 3 clusters
  Score: Raw -53311.457713 + Penalty 2034.984797 = -51276.472915
  nChanged 4
		SP:Iteration 8Q (53483.990000 sec): 3 clusters
  Score: Raw -53320.882606 + Penalty 2034.984797 = -51285.897809
  nChanged 4
		SP:Iteration 9Q (53484.160000 sec): 3 clusters
  Score: Raw -53331.767853 + Penalty 2034.984797 = -51296.783056
  nChanged 7
		SP:Iteration 10Q (53484.340000 sec): 3 clusters
  Score: Raw -53356.873208 + Penalty 2034.984797 = -51321.888411
  nChanged 6
		SP:Iteration 11Q (53484.520000 sec): 3 clusters
  Score: Raw -53366.356493 + Penalty 2034.984797 = -51331.371696
  nChanged 5
		SP:Iteration 12Q (53484.690000 sec): 3 clusters
  Score: Raw -53373.991365 + Penalty 2034.984797 = -51339.006568
  nChanged 3
		SP:Iteration 13Q (53484.900000 sec): 3 clusters
  Score: Raw -53377.337940 + Penalty 2034.984797 = -51342.353142
  nChanged 0
		SP:Iteration 14F (53485.090000 sec): 3 clusters
  Score: Raw -53377.337940 + Penalty 2034.984797 = -51342.353142
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53485.190000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53485.320000 sec): 3 clusters
  Score: Raw -50598.032631 + Penalty 2009.848390 = -48588.184242
  nChanged 104
		SP:Iteration 1F (53485.480000 sec): 3 clusters
  Score: Raw -50720.414815 + Penalty 2009.848390 = -48710.566426
  nChanged 20
		SP:Iteration 2Q (53485.640000 sec): 3 clusters
  Score: Raw -50763.958958 + Penalty 2009.848390 = -48754.110569
  nChanged 15
		SP:Iteration 3Q (53485.800000 sec): 3 clusters
  Score: Raw -50796.223974 + Penalty 2009.848390 = -48786.375584
  nChanged 8
		SP:Iteration 4Q (53485.990000 sec): 3 clusters
  Score: Raw -50810.330442 + Penalty 2009.848390 = -48800.482052
  nChanged 7
		SP:Iteration 5Q (53486.140000 sec): 3 clusters
  Score: Raw -50818.052634 + Penalty 2009.848390 = -48808.204245
  nChanged 7
		SP:Iteration 6Q (53486.300000 sec): 3 clusters
  Score: Raw -50832.079743 + Penalty 2009.848390 = -48822.231353
  nChanged 4
		SP:Iteration 7Q (53486.450000 sec): 3 clusters
  Score: Raw -50836.925810 + Penalty 2009.848390 = -48827.077420
  nChanged 3
		SP:Iteration 8Q (53486.610000 sec): 3 clusters
  Score: Raw -50842.406099 + Penalty 2009.848390 = -48832.557709
  nChanged 1
		SP:Iteration 9Q (53486.720000 sec): 3 clusters
  Score: Raw -50844.543596 + Penalty 2009.848390 = -48834.695206
  nChanged 0
		SP:Iteration 10F (53486.870000 sec): 3 clusters
  Score: Raw -50844.543596 + Penalty 2009.848390 = -48834.695206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53487.040000 sec): 2 clusters
  Score: Raw -835262.635993 + Penalty 1458.066594 = -833804.569400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53487.220000 sec): 3 clusters
  Score: Raw -830947.206833 + Penalty 2916.133187 = -828031.073646
  nChanged 3339
		SP:Iteration 1F (53487.400000 sec): 3 clusters
  Score: Raw -832802.633192 + Penalty 2916.133187 = -829886.500005
  nChanged 543
		SP:Iteration 2F (53487.630000 sec): 3 clusters
  Score: Raw -833085.453293 + Penalty 2916.133187 = -830169.320106
  nChanged 449
		SP:Iteration 3F (53487.810000 sec): 3 clusters
  Score: Raw -833312.862539 + Penalty 2916.133187 = -830396.729351
  nChanged 370
		SP:Iteration 4Q (53487.970000 sec): 3 clusters
  Score: Raw -833497.695448 + Penalty 2916.133187 = -830581.562261
  nChanged 329
		SP:Iteration 5Q (53488.210000 sec): 3 clusters
  Score: Raw -833667.959671 + Penalty 2916.133187 = -830751.826484
  nChanged 321
		SP:Iteration 6Q (53488.410000 sec): 3 clusters
  Score: Raw -833837.448555 + Penalty 2916.133187 = -830921.315367
  nChanged 295
		SP:Iteration 7Q (53488.580000 sec): 3 clusters
  Score: Raw -834002.400518 + Penalty 2916.133187 = -831086.267331
  nChanged 291
		SP:Iteration 8Q (53488.750000 sec): 3 clusters
  Score: Raw -834180.373798 + Penalty 2916.133187 = -831264.240610
  nChanged 294
		SP:Iteration 9Q (53488.930000 sec): 3 clusters
  Score: Raw -834355.248995 + Penalty 2916.133187 = -831439.115807
  nChanged 274
		SP:Iteration 10Q (53489.100000 sec): 3 clusters
  Score: Raw -834518.502353 + Penalty 2916.133187 = -831602.369166
  nChanged 237
		SP:Iteration 11Q (53489.280000 sec): 3 clusters
  Score: Raw -834662.697504 + Penalty 2916.133187 = -831746.564317
  nChanged 213
		SP:Iteration 12Q (53489.510000 sec): 3 clusters
  Score: Raw -834804.373507 + Penalty 2916.133187 = -831888.240319
  nChanged 192
		SP:Iteration 13Q (53489.710000 sec): 3 clusters
  Score: Raw -834949.003948 + Penalty 2916.133187 = -832032.870760
  nChanged 158
		SP:Iteration 14Q (53489.850000 sec): 3 clusters
  Score: Raw -835065.053467 + Penalty 2916.133187 = -832148.920279
  nChanged 120
		SP:Iteration 15Q (53490.020000 sec): 3 clusters
  Score: Raw -835152.150165 + Penalty 2916.133187 = -832236.016978
  nChanged 99
		SP:Iteration 16Q (53490.230000 sec): 3 clusters
  Score: Raw -835217.993516 + Penalty 2916.133187 = -832301.860328
  nChanged 76
		SP:Iteration 17Q (53490.390000 sec): 3 clusters
  Score: Raw -835272.343670 + Penalty 2916.133187 = -832356.210483
  nChanged 65
		SP:Iteration 18Q (53490.570000 sec): 3 clusters
  Score: Raw -835312.793335 + Penalty 2916.133187 = -832396.660148
  nChanged 57
		SP:Iteration 19Q (53490.750000 sec): 3 clusters
  Score: Raw -835350.810259 + Penalty 2916.133187 = -832434.677072
  nChanged 43
		SP:Iteration 20F (53490.920000 sec): 3 clusters
  Score: Raw -835380.329133 + Penalty 2916.133187 = -832464.195945
  nChanged 33
		SP:Iteration 21Q (53491.100000 sec): 3 clusters
  Score: Raw -835406.783179 + Penalty 2916.133187 = -832490.649992
  nChanged 22
		SP:Iteration 22Q (53491.280000 sec): 3 clusters
  Score: Raw -835425.510842 + Penalty 2916.133187 = -832509.377655
  nChanged 12
		SP:Iteration 23Q (53491.530000 sec): 3 clusters
  Score: Raw -835434.163628 + Penalty 2916.133187 = -832518.030441
  nChanged 16
		SP:Iteration 24Q (53491.660000 sec): 3 clusters
  Score: Raw -835446.021673 + Penalty 2916.133187 = -832529.888485
  nChanged 15
		SP:Iteration 25Q (53491.920000 sec): 3 clusters
  Score: Raw -835455.943727 + Penalty 2916.133187 = -832539.810540
  nChanged 11
		SP:Iteration 26Q (53492.050000 sec): 3 clusters
  Score: Raw -835464.242041 + Penalty 2916.133187 = -832548.108854
  nChanged 6
		SP:Iteration 27Q (53492.220000 sec): 3 clusters
  Score: Raw -835468.393023 + Penalty 2916.133187 = -832552.259836
  nChanged 6
		SP:Iteration 28Q (53492.380000 sec): 3 clusters
  Score: Raw -835473.748505 + Penalty 2916.133187 = -832557.615318
  nChanged 6
		SP:Iteration 29Q (53492.550000 sec): 3 clusters
  Score: Raw -835476.936260 + Penalty 2916.133187 = -832560.803072
  nChanged 4
		SP:Iteration 30Q (53492.720000 sec): 3 clusters
  Score: Raw -835479.627263 + Penalty 2916.133187 = -832563.494075
  nChanged 5
		SP:Iteration 31Q (53492.920000 sec): 3 clusters
  Score: Raw -835482.394719 + Penalty 2916.133187 = -832566.261532
  nChanged 1
		SP:Iteration 32Q (53493.090000 sec): 3 clusters
  Score: Raw -835482.711098 + Penalty 2916.133187 = -832566.577910
  nChanged 0
		SP:Iteration 33F (53493.260000 sec): 3 clusters
  Score: Raw -835482.711098 + Penalty 2916.133187 = -832566.577910
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53493.350000 sec): 2 clusters
  Score: Raw -880315.044701 + Penalty 1469.715625 = -878845.329076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53493.540000 sec): 3 clusters
  Score: Raw -875682.284244 + Penalty 2939.431249 = -872742.852994
  nChanged 3543
		SP:Iteration 1F (53493.710000 sec): 3 clusters
  Score: Raw -877740.631270 + Penalty 2939.431249 = -874801.200021
  nChanged 626
		SP:Iteration 2F (53493.890000 sec): 3 clusters
  Score: Raw -878112.645793 + Penalty 2939.431249 = -875173.214544
  nChanged 533
		SP:Iteration 3F (53494.070000 sec): 3 clusters
  Score: Raw -878427.504821 + Penalty 2939.431249 = -875488.073571
  nChanged 461
		SP:Iteration 4F (53494.240000 sec): 3 clusters
  Score: Raw -878686.353497 + Penalty 2939.431249 = -875746.922248
  nChanged 410
		SP:Iteration 5Q (53494.440000 sec): 3 clusters
  Score: Raw -878933.644070 + Penalty 2939.431249 = -875994.212821
  nChanged 380
		SP:Iteration 6Q (53494.600000 sec): 3 clusters
  Score: Raw -879145.830585 + Penalty 2939.431249 = -876206.399335
  nChanged 324
		SP:Iteration 7Q (53494.860000 sec): 3 clusters
  Score: Raw -879312.455741 + Penalty 2939.431249 = -876373.024492
  nChanged 279
		SP:Iteration 8Q (53495.100000 sec): 3 clusters
  Score: Raw -879435.496433 + Penalty 2939.431249 = -876496.065184
  nChanged 245
		SP:Iteration 9Q (53495.300000 sec): 3 clusters
  Score: Raw -879550.783598 + Penalty 2939.431249 = -876611.352349
  nChanged 207
		SP:Iteration 10Q (53495.490000 sec): 3 clusters
  Score: Raw -879636.245962 + Penalty 2939.431249 = -876696.814712
  nChanged 178
		SP:Iteration 11Q (53495.670000 sec): 3 clusters
  Score: Raw -879715.333217 + Penalty 2939.431249 = -876775.901968
  nChanged 152
		SP:Iteration 12Q (53495.850000 sec): 3 clusters
  Score: Raw -879789.707547 + Penalty 2939.431249 = -876850.276297
  nChanged 151
		SP:Iteration 13Q (53496.030000 sec): 3 clusters
  Score: Raw -879854.935240 + Penalty 2939.431249 = -876915.503991
  nChanged 152
		SP:Iteration 14Q (53496.210000 sec): 3 clusters
  Score: Raw -879927.483078 + Penalty 2939.431249 = -876988.051828
  nChanged 144
		SP:Iteration 15Q (53496.380000 sec): 3 clusters
  Score: Raw -879994.661656 + Penalty 2939.431249 = -877055.230407
  nChanged 106
		SP:Iteration 16Q (53496.680000 sec): 3 clusters
  Score: Raw -880039.451611 + Penalty 2939.431249 = -877100.020361
  nChanged 102
		SP:Iteration 17Q (53496.840000 sec): 3 clusters
  Score: Raw -880078.889055 + Penalty 2939.431249 = -877139.457806
  nChanged 101
		SP:Iteration 18Q (53497.080000 sec): 3 clusters
  Score: Raw -880119.871755 + Penalty 2939.431249 = -877180.440505
  nChanged 89
		SP:Iteration 19Q (53497.270000 sec): 3 clusters
  Score: Raw -880155.905866 + Penalty 2939.431249 = -877216.474617
  nChanged 84
		SP:Iteration 20F (53497.430000 sec): 3 clusters
  Score: Raw -880184.314973 + Penalty 2939.431249 = -877244.883724
  nChanged 69
		SP:Iteration 21Q (53497.610000 sec): 3 clusters
  Score: Raw -880208.146924 + Penalty 2939.431249 = -877268.715674
  nChanged 67
		SP:Iteration 22Q (53497.820000 sec): 3 clusters
  Score: Raw -880229.690583 + Penalty 2939.431249 = -877290.259333
  nChanged 76
		SP:Iteration 23Q (53497.980000 sec): 3 clusters
  Score: Raw -880258.041812 + Penalty 2939.431249 = -877318.610562
  nChanged 80
		SP:Iteration 24Q (53498.190000 sec): 3 clusters
  Score: Raw -880294.467746 + Penalty 2939.431249 = -877355.036496
  nChanged 87
		SP:Iteration 25Q (53498.390000 sec): 3 clusters
  Score: Raw -880336.160926 + Penalty 2939.431249 = -877396.729677
  nChanged 73
		SP:Iteration 26Q (53498.560000 sec): 3 clusters
  Score: Raw -880364.241021 + Penalty 2939.431249 = -877424.809772
  nChanged 57
		SP:Iteration 27Q (53498.770000 sec): 3 clusters
  Score: Raw -880384.697939 + Penalty 2939.431249 = -877445.266690
  nChanged 44
		SP:Iteration 28Q (53498.970000 sec): 3 clusters
  Score: Raw -880398.618916 + Penalty 2939.431249 = -877459.187666
  nChanged 38
		SP:Iteration 29Q (53499.170000 sec): 3 clusters
  Score: Raw -880411.975937 + Penalty 2939.431249 = -877472.544688
  nChanged 40
		SP:Iteration 30Q (53499.390000 sec): 3 clusters
  Score: Raw -880424.948819 + Penalty 2939.431249 = -877485.517570
  nChanged 35
		SP:Iteration 31Q (53499.650000 sec): 3 clusters
  Score: Raw -880436.301227 + Penalty 2939.431249 = -877496.869978
  nChanged 34
		SP:Iteration 32Q (53499.890000 sec): 3 clusters
  Score: Raw -880447.136686 + Penalty 2939.431249 = -877507.705437
  nChanged 28
		SP:Iteration 33Q (53500.110000 sec): 3 clusters
  Score: Raw -880455.936924 + Penalty 2939.431249 = -877516.505674
  nChanged 26
		SP:Iteration 34Q (53500.350000 sec): 3 clusters
  Score: Raw -880463.464275 + Penalty 2939.431249 = -877524.033025
  nChanged 31
		SP:Iteration 35Q (53500.470000 sec): 3 clusters
  Score: Raw -880472.641341 + Penalty 2939.431249 = -877533.210091
  nChanged 30
		SP:Iteration 36Q (53500.710000 sec): 3 clusters
  Score: Raw -880481.844305 + Penalty 2939.431249 = -877542.413055
  nChanged 36
		SP:Iteration 37Q (53500.890000 sec): 3 clusters
  Score: Raw -880495.671217 + Penalty 2939.431249 = -877556.239968
  nChanged 38
		SP:Iteration 38Q (53501.150000 sec): 3 clusters
  Score: Raw -880510.018701 + Penalty 2939.431249 = -877570.587452
  nChanged 37
		SP:Iteration 39Q (53501.380000 sec): 3 clusters
  Score: Raw -880525.264560 + Penalty 2939.431249 = -877585.833310
  nChanged 33
		SP:Iteration 40F (53501.610000 sec): 3 clusters
  Score: Raw -880538.052976 + Penalty 2939.431249 = -877598.621727
  nChanged 31
		SP:Iteration 41Q (53501.860000 sec): 3 clusters
  Score: Raw -880550.907390 + Penalty 2939.431249 = -877611.476140
  nChanged 35
		SP:Iteration 42Q (53502.070000 sec): 3 clusters
  Score: Raw -880567.347855 + Penalty 2939.431249 = -877627.916606
  nChanged 41
		SP:Iteration 43Q (53502.310000 sec): 3 clusters
  Score: Raw -880584.604807 + Penalty 2939.431249 = -877645.173558
  nChanged 30
		SP:Iteration 44Q (53502.560000 sec): 3 clusters
  Score: Raw -880595.073199 + Penalty 2939.431249 = -877655.641949
  nChanged 26
		SP:Iteration 45Q (53502.790000 sec): 3 clusters
  Score: Raw -880604.038083 + Penalty 2939.431249 = -877664.606834
  nChanged 19
		SP:Iteration 46Q (53503.030000 sec): 3 clusters
  Score: Raw -880610.081320 + Penalty 2939.431249 = -877670.650070
  nChanged 19
		SP:Iteration 47Q (53503.270000 sec): 3 clusters
  Score: Raw -880617.466892 + Penalty 2939.431249 = -877678.035643
  nChanged 12
		SP:Iteration 48Q (53503.470000 sec): 3 clusters
  Score: Raw -880622.964059 + Penalty 2939.431249 = -877683.532809
  nChanged 26
		SP:Iteration 49Q (53503.660000 sec): 3 clusters
  Score: Raw -880634.194821 + Penalty 2939.431249 = -877694.763572
  nChanged 25
		SP:Iteration 50Q (53503.890000 sec): 3 clusters
  Score: Raw -880645.239718 + Penalty 2939.431249 = -877705.808468
  nChanged 21
		SP:Iteration 51Q (53504.130000 sec): 3 clusters
  Score: Raw -880652.002878 + Penalty 2939.431249 = -877712.571628
  nChanged 17
		SP:Iteration 52Q (53504.420000 sec): 3 clusters
  Score: Raw -880659.469648 + Penalty 2939.431249 = -877720.038398
  nChanged 20
		SP:Iteration 53Q (53504.640000 sec): 3 clusters
  Score: Raw -880669.167674 + Penalty 2939.431249 = -877729.736425
  nChanged 24
		SP:Iteration 54Q (53504.920000 sec): 3 clusters
  Score: Raw -880679.977970 + Penalty 2939.431249 = -877740.546720
  nChanged 24
		SP:Iteration 55Q (53505.170000 sec): 3 clusters
  Score: Raw -880691.990959 + Penalty 2939.431249 = -877752.559710
  nChanged 28
		SP:Iteration 56Q (53505.430000 sec): 3 clusters
  Score: Raw -880705.502979 + Penalty 2939.431249 = -877766.071730
  nChanged 23
		SP:Iteration 57Q (53505.650000 sec): 3 clusters
  Score: Raw -880715.448623 + Penalty 2939.431249 = -877776.017373
  nChanged 18
		SP:Iteration 58Q (53505.920000 sec): 3 clusters
  Score: Raw -880723.614171 + Penalty 2939.431249 = -877784.182922
  nChanged 15
		SP:Iteration 59Q (53506.140000 sec): 3 clusters
  Score: Raw -880730.486545 + Penalty 2939.431249 = -877791.055295
  nChanged 11
		SP:Iteration 60F (53506.330000 sec): 3 clusters
  Score: Raw -880736.037987 + Penalty 2939.431249 = -877796.606738
  nChanged 11
		SP:Iteration 61Q (53506.540000 sec): 3 clusters
  Score: Raw -880740.926083 + Penalty 2939.431249 = -877801.494833
  nChanged 5
		SP:Iteration 62Q (53506.770000 sec): 3 clusters
  Score: Raw -880743.205800 + Penalty 2939.431249 = -877803.774551
  nChanged 8
		SP:Iteration 63Q (53506.980000 sec): 3 clusters
  Score: Raw -880746.255038 + Penalty 2939.431249 = -877806.823789
  nChanged 7
		SP:Iteration 64Q (53507.150000 sec): 3 clusters
  Score: Raw -880749.968691 + Penalty 2939.431249 = -877810.537442
  nChanged 12
		SP:Iteration 65Q (53507.370000 sec): 3 clusters
  Score: Raw -880754.540243 + Penalty 2939.431249 = -877815.108994
  nChanged 9
		SP:Iteration 66Q (53507.530000 sec): 3 clusters
  Score: Raw -880758.289398 + Penalty 2939.431249 = -877818.858148
  nChanged 15
		SP:Iteration 67Q (53507.720000 sec): 3 clusters
  Score: Raw -880768.328872 + Penalty 2939.431249 = -877828.897623
  nChanged 17
		SP:Iteration 68Q (53507.910000 sec): 3 clusters
  Score: Raw -880782.045936 + Penalty 2939.431249 = -877842.614687
  nChanged 23
		SP:Iteration 69Q (53508.110000 sec): 3 clusters
  Score: Raw -880794.953595 + Penalty 2939.431249 = -877855.522345
  nChanged 11
		SP:Iteration 70Q (53508.330000 sec): 3 clusters
  Score: Raw -880801.315558 + Penalty 2939.431249 = -877861.884308
  nChanged 13
		SP:Iteration 71Q (53508.560000 sec): 3 clusters
  Score: Raw -880809.235404 + Penalty 2939.431249 = -877869.804155
  nChanged 16
		SP:Iteration 72Q (53508.780000 sec): 3 clusters
  Score: Raw -880818.353941 + Penalty 2939.431249 = -877878.922692
  nChanged 15
		SP:Iteration 73Q (53508.980000 sec): 3 clusters
  Score: Raw -880831.057955 + Penalty 2939.431249 = -877891.626705
  nChanged 18
		SP:Iteration 74Q (53509.210000 sec): 3 clusters
  Score: Raw -880847.540031 + Penalty 2939.431249 = -877908.108781
  nChanged 17
		SP:Iteration 75Q (53509.420000 sec): 3 clusters
  Score: Raw -880863.032863 + Penalty 2939.431249 = -877923.601614
  nChanged 19
		SP:Iteration 76Q (53509.700000 sec): 3 clusters
  Score: Raw -880874.993043 + Penalty 2939.431249 = -877935.561794
  nChanged 10
		SP:Iteration 77Q (53509.910000 sec): 3 clusters
  Score: Raw -880885.421482 + Penalty 2939.431249 = -877945.990232
  nChanged 9
		SP:Iteration 78Q (53510.090000 sec): 3 clusters
  Score: Raw -880893.613626 + Penalty 2939.431249 = -877954.182377
  nChanged 7
		SP:Iteration 79Q (53510.330000 sec): 3 clusters
  Score: Raw -880898.979431 + Penalty 2939.431249 = -877959.548181
  nChanged 5
		SP:Iteration 80F (53510.540000 sec): 3 clusters
  Score: Raw -880900.883451 + Penalty 2939.431249 = -877961.452201
  nChanged 3
		SP:Iteration 81Q (53510.760000 sec): 3 clusters
  Score: Raw -880902.594194 + Penalty 2939.431249 = -877963.162944
  nChanged 2
		SP:Iteration 82Q (53510.950000 sec): 3 clusters
  Score: Raw -880903.433092 + Penalty 2939.431249 = -877964.001843
  nChanged 1
		SP:Iteration 83Q (53511.120000 sec): 3 clusters
  Score: Raw -880903.776528 + Penalty 2939.431249 = -877964.345278
  nChanged 2
		SP:Iteration 84Q (53511.340000 sec): 3 clusters
  Score: Raw -880904.950080 + Penalty 2939.431249 = -877965.518831
  nChanged 1
		SP:Iteration 85Q (53511.550000 sec): 3 clusters
  Score: Raw -880905.281779 + Penalty 2939.431249 = -877965.850530
  nChanged 1
		SP:Iteration 86Q (53511.780000 sec): 3 clusters
  Score: Raw -880905.856253 + Penalty 2939.431249 = -877966.425003
  nChanged 1
		SP:Iteration 87Q (53511.940000 sec): 3 clusters
  Score: Raw -880906.708854 + Penalty 2939.431249 = -877967.277604
  nChanged 0
		SP:Iteration 88F (53512.140000 sec): 3 clusters
  Score: Raw -880906.708854 + Penalty 2939.431249 = -877967.277604
  nChanged 0
Iteration 459Q (53661.910000 sec): 75 clusters
  Score: Raw -138130453.792620 + Penalty 169872.908604 = -137960580.884016
  nChanged 34
Iteration 460F (53899.130000 sec): 75 clusters
  Score: Raw -138130454.301968 + Penalty 169872.908604 = -137960581.393364
  nChanged 34
Iteration 461Q (54068.330000 sec): 75 clusters
  Score: Raw -138130454.880352 + Penalty 169872.908604 = -137960581.971748
  nChanged 40
Iteration 462Q (54238.760000 sec): 75 clusters
  Score: Raw -138130455.519837 + Penalty 169872.908604 = -137960582.611232
  nChanged 41
Iteration 463Q (54384.740000 sec): 75 clusters
  Score: Raw -138130456.055805 + Penalty 169872.908604 = -137960583.147201
  nChanged 35
Iteration 464Q (54555.670000 sec): 75 clusters
  Score: Raw -138130456.521633 + Penalty 169872.908604 = -137960583.613028
  nChanged 28
Iteration 465Q (54724.090000 sec): 75 clusters
  Score: Raw -138130456.943714 + Penalty 169872.908604 = -137960584.035109
  nChanged 33
Iteration 466Q (54893.740000 sec): 75 clusters
  Score: Raw -138130457.323506 + Penalty 169872.908604 = -137960584.414902
  nChanged 28
Iteration 467Q (55062.020000 sec): 75 clusters
  Score: Raw -138130457.785090 + Penalty 169872.908604 = -137960584.876485
  nChanged 34
Iteration 468Q (55231.680000 sec): 75 clusters
  Score: Raw -138130458.447019 + Penalty 169872.908604 = -137960585.538415
  nChanged 39
Iteration 469Q (55399.660000 sec): 75 clusters
  Score: Raw -138130459.887761 + Penalty 169872.908604 = -137960586.979157
  nChanged 37
Iteration 470Q (55569.770000 sec): 75 clusters
  Score: Raw -138130460.944576 + Penalty 169872.908604 = -137960588.035972
  nChanged 49
Iteration 471Q (55739.990000 sec): 75 clusters
  Score: Raw -138130462.215851 + Penalty 169872.908604 = -137960589.307246
  nChanged 42
Iteration 472Q (55911.040000 sec): 75 clusters
  Score: Raw -138130463.211558 + Penalty 169872.908604 = -137960590.302954
  nChanged 42
Iteration 473Q (56081.430000 sec): 75 clusters
  Score: Raw -138130463.770928 + Penalty 169872.908604 = -137960590.862323
  nChanged 37
Iteration 474Q (56249.820000 sec): 75 clusters
  Score: Raw -138130464.352754 + Penalty 169872.908604 = -137960591.444149
  nChanged 37
Iteration 475Q (56418.460000 sec): 75 clusters
  Score: Raw -138130465.011782 + Penalty 169872.908604 = -137960592.103177
  nChanged 35
Iteration 476Q (56590.150000 sec): 75 clusters
  Score: Raw -138130465.555929 + Penalty 169872.908604 = -137960592.647325
  nChanged 34
Iteration 477Q (56769.130000 sec): 75 clusters
  Score: Raw -138130465.982796 + Penalty 169872.908604 = -137960593.074192
  nChanged 35
Iteration 478Q (56985.500000 sec): 75 clusters
  Score: Raw -138130466.430588 + Penalty 169872.908604 = -137960593.521983
  nChanged 34
Iteration 479Q (57171.010000 sec): 75 clusters
  Score: Raw -138130466.944811 + Penalty 169872.908604 = -137960594.036206
  nChanged 37
Iteration 480F (57458.900000 sec): 75 clusters
  Score: Raw -138130467.780194 + Penalty 169872.908604 = -137960594.871590
  nChanged 43
Iteration 481Q (57640.220000 sec): 75 clusters
  Score: Raw -138130468.890257 + Penalty 169872.908604 = -137960595.981653
  nChanged 40
Iteration 482Q (57824.010000 sec): 75 clusters
  Score: Raw -138130469.819773 + Penalty 169872.908604 = -137960596.911169
  nChanged 46
Iteration 483Q (58000.770000 sec): 75 clusters
  Score: Raw -138130470.633883 + Penalty 169872.908604 = -137960597.725278
  nChanged 50
Iteration 484Q (58169.330000 sec): 75 clusters
  Score: Raw -138130471.521364 + Penalty 169872.908604 = -137960598.612759
  nChanged 47
Iteration 485Q (58330.330000 sec): 75 clusters
  Score: Raw -138130472.393963 + Penalty 169872.908604 = -137960599.485358
  nChanged 52
Iteration 486Q (58490.750000 sec): 75 clusters
  Score: Raw -138130473.592288 + Penalty 169872.908604 = -137960600.683684
  nChanged 52
Iteration 487Q (58663.260000 sec): 75 clusters
  Score: Raw -138130474.562988 + Penalty 169872.908604 = -137960601.654384
  nChanged 33
Iteration 488Q (58835.840000 sec): 75 clusters
  Score: Raw -138130475.346401 + Penalty 169872.908604 = -137960602.437797
  nChanged 37
Iteration 489Q (59008.980000 sec): 75 clusters
  Score: Raw -138130476.215463 + Penalty 169872.908604 = -137960603.306859
  nChanged 28
Iteration 490Q (59182.290000 sec): 75 clusters
  Score: Raw -138130476.655834 + Penalty 169872.908604 = -137960603.747229
  nChanged 17
Iteration 491Q (59356.620000 sec): 75 clusters
  Score: Raw -138130477.148726 + Penalty 169872.908604 = -137960604.240121
  nChanged 12
Iteration 492Q (59528.320000 sec): 75 clusters
  Score: Raw -138130477.466845 + Penalty 169872.908604 = -137960604.558241
  nChanged 18
Iteration 493Q (59701.380000 sec): 75 clusters
  Score: Raw -138130477.900886 + Penalty 169872.908604 = -137960604.992281
  nChanged 13
Iteration 494Q (59876.900000 sec): 75 clusters
  Score: Raw -138130478.151626 + Penalty 169872.908604 = -137960605.243022
  nChanged 15
Iteration 495Q (60048.190000 sec): 75 clusters
  Score: Raw -138130478.431526 + Penalty 169872.908604 = -137960605.522922
  nChanged 13
Iteration 496Q (60222.900000 sec): 75 clusters
  Score: Raw -138130478.765936 + Penalty 169872.908604 = -137960605.857332
  nChanged 9
Iteration 497Q (60395.390000 sec): 75 clusters
  Score: Raw -138130479.046791 + Penalty 169872.908604 = -137960606.138186
  nChanged 10
Iteration 498Q (60565.570000 sec): 75 clusters
  Score: Raw -138130479.225255 + Penalty 169872.908604 = -137960606.316651
  nChanged 8
Writing temp clu file 
Because OldScore, -137960606.138186, is greater than current (better) Score,-137960606.316651 
 Compute initial score before splitting:   Score: Raw -138130479.225255 + Penalty 169872.908604 = -137960606.316651
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60566.110000 sec): 2 clusters
  Score: Raw -354870.424712 + Penalty 1336.164966 = -353534.259745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60566.320000 sec): 3 clusters
  Score: Raw -353044.948243 + Penalty 2672.329932 = -350372.618311
  nChanged 1449
		SP:Iteration 1F (60566.530000 sec): 3 clusters
  Score: Raw -353868.319418 + Penalty 2672.329932 = -351195.989486
  nChanged 305
		SP:Iteration 2F (60566.680000 sec): 3 clusters
  Score: Raw -354085.676246 + Penalty 2672.329932 = -351413.346313
  nChanged 223
		SP:Iteration 3F (60566.850000 sec): 3 clusters
  Score: Raw -354240.499700 + Penalty 2672.329932 = -351568.169767
  nChanged 177
		SP:Iteration 4Q (60567.060000 sec): 3 clusters
  Score: Raw -354390.398622 + Penalty 2672.329932 = -351718.068690
  nChanged 161
		SP:Iteration 5Q (60567.250000 sec): 3 clusters
  Score: Raw -354532.446629 + Penalty 2672.329932 = -351860.116696
  nChanged 163
		SP:Iteration 6Q (60567.410000 sec): 3 clusters
  Score: Raw -354680.642132 + Penalty 2672.329932 = -352008.312199
  nChanged 164
		SP:Iteration 7Q (60567.590000 sec): 3 clusters
  Score: Raw -354838.146277 + Penalty 2672.329932 = -352165.816345
  nChanged 155
		SP:Iteration 8Q (60567.750000 sec): 3 clusters
  Score: Raw -354982.146163 + Penalty 2672.329932 = -352309.816231
  nChanged 152
		SP:Iteration 9Q (60567.910000 sec): 3 clusters
  Score: Raw -355084.799708 + Penalty 2672.329932 = -352412.469776
  nChanged 130
		SP:Iteration 10Q (60568.110000 sec): 3 clusters
  Score: Raw -355173.997219 + Penalty 2672.329932 = -352501.667286
  nChanged 114
		SP:Iteration 11Q (60568.310000 sec): 3 clusters
  Score: Raw -355249.680570 + Penalty 2672.329932 = -352577.350638
  nChanged 102
		SP:Iteration 12Q (60568.470000 sec): 3 clusters
  Score: Raw -355326.278066 + Penalty 2672.329932 = -352653.948134
  nChanged 100
		SP:Iteration 13Q (60568.670000 sec): 3 clusters
  Score: Raw -355393.618928 + Penalty 2672.329932 = -352721.288996
  nChanged 80
		SP:Iteration 14Q (60568.830000 sec): 3 clusters
  Score: Raw -355446.810339 + Penalty 2672.329932 = -352774.480407
  nChanged 77
		SP:Iteration 15Q (60569.000000 sec): 3 clusters
  Score: Raw -355506.208137 + Penalty 2672.329932 = -352833.878205
  nChanged 75
		SP:Iteration 16Q (60569.160000 sec): 3 clusters
  Score: Raw -355552.423181 + Penalty 2672.329932 = -352880.093249
  nChanged 75
		SP:Iteration 17Q (60569.330000 sec): 3 clusters
  Score: Raw -355591.224246 + Penalty 2672.329932 = -352918.894314
  nChanged 50
		SP:Iteration 18Q (60569.490000 sec): 3 clusters
  Score: Raw -355610.632835 + Penalty 2672.329932 = -352938.302902
  nChanged 31
		SP:Iteration 19Q (60569.660000 sec): 3 clusters
  Score: Raw -355621.211208 + Penalty 2672.329932 = -352948.881276
  nChanged 25
		SP:Iteration 20F (60569.820000 sec): 3 clusters
  Score: Raw -355630.382954 + Penalty 2672.329932 = -352958.053022
  nChanged 22
		SP:Iteration 21Q (60569.990000 sec): 3 clusters
  Score: Raw -355638.704001 + Penalty 2672.329932 = -352966.374068
  nChanged 31
		SP:Iteration 22Q (60570.170000 sec): 3 clusters
  Score: Raw -355645.704019 + Penalty 2672.329932 = -352973.374086
  nChanged 11
		SP:Iteration 23Q (60570.360000 sec): 3 clusters
  Score: Raw -355650.190959 + Penalty 2672.329932 = -352977.861027
  nChanged 12
		SP:Iteration 24Q (60570.520000 sec): 3 clusters
  Score: Raw -355654.419003 + Penalty 2672.329932 = -352982.089071
  nChanged 12
		SP:Iteration 25Q (60570.680000 sec): 3 clusters
  Score: Raw -355658.451679 + Penalty 2672.329932 = -352986.121746
  nChanged 14
		SP:Iteration 26Q (60570.840000 sec): 3 clusters
  Score: Raw -355663.347429 + Penalty 2672.329932 = -352991.017497
  nChanged 8
		SP:Iteration 27Q (60571.040000 sec): 3 clusters
  Score: Raw -355665.038813 + Penalty 2672.329932 = -352992.708881
  nChanged 5
		SP:Iteration 28Q (60571.210000 sec): 3 clusters
  Score: Raw -355666.505458 + Penalty 2672.329932 = -352994.175526
  nChanged 4
		SP:Iteration 29Q (60571.420000 sec): 3 clusters
  Score: Raw -355667.218717 + Penalty 2672.329932 = -352994.888785
  nChanged 3
		SP:Iteration 30Q (60571.570000 sec): 3 clusters
  Score: Raw -355668.119049 + Penalty 2672.329932 = -352995.789117
  nChanged 2
		SP:Iteration 31Q (60571.780000 sec): 3 clusters
  Score: Raw -355668.512341 + Penalty 2672.329932 = -352996.182408
  nChanged 4
		SP:Iteration 32Q (60571.950000 sec): 3 clusters
  Score: Raw -355669.022482 + Penalty 2672.329932 = -352996.692549
  nChanged 1
		SP:Iteration 33Q (60572.110000 sec): 3 clusters
  Score: Raw -355669.142991 + Penalty 2672.329932 = -352996.813059
  nChanged 0
		SP:Iteration 34F (60572.310000 sec): 3 clusters
  Score: Raw -355669.142991 + Penalty 2672.329932 = -352996.813059
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60572.880000 sec): 2 clusters
  Score: Raw -9126686.710259 + Penalty 1845.498642 = -9124841.211616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60573.540000 sec): 3 clusters
  Score: Raw -9071598.205597 + Penalty 3690.997285 = -9067907.208312
  nChanged 40631
		SP:Iteration 1F (60574.240000 sec): 3 clusters
  Score: Raw -9095243.180221 + Penalty 3690.997285 = -9091552.182936
  nChanged 2893
		SP:Iteration 2Q (60574.900000 sec): 3 clusters
  Score: Raw -9095938.578268 + Penalty 3690.997285 = -9092247.580983
  nChanged 2987
		SP:Iteration 3Q (60575.640000 sec): 3 clusters
  Score: Raw -9096741.877702 + Penalty 3690.997285 = -9093050.880417
  nChanged 3359
		SP:Iteration 4Q (60576.390000 sec): 3 clusters
  Score: Raw -9097857.221814 + Penalty 3690.997285 = -9094166.224529
  nChanged 4014
		SP:Iteration 5Q (60577.110000 sec): 3 clusters
  Score: Raw -9099621.262093 + Penalty 3690.997285 = -9095930.264808
  nChanged 4935
		SP:Iteration 6F (60577.810000 sec): 3 clusters
  Score: Raw -9102362.824980 + Penalty 3690.997285 = -9098671.827695
  nChanged 5790
		SP:Iteration 7F (60578.510000 sec): 3 clusters
  Score: Raw -9106337.653362 + Penalty 3690.997285 = -9102646.656077
  nChanged 6230
		SP:Iteration 8F (60579.180000 sec): 3 clusters
  Score: Raw -9111167.225619 + Penalty 3690.997285 = -9107476.228334
  nChanged 5849
		SP:Iteration 9F (60579.910000 sec): 3 clusters
  Score: Raw -9116127.278727 + Penalty 3690.997285 = -9112436.281442
  nChanged 4908
		SP:Iteration 10F (60580.620000 sec): 3 clusters
  Score: Raw -9120603.216868 + Penalty 3690.997285 = -9116912.219583
  nChanged 3492
		SP:Iteration 11Q (60581.320000 sec): 3 clusters
  Score: Raw -9123759.018753 + Penalty 3690.997285 = -9120068.021468
  nChanged 2021
		SP:Iteration 12Q (60581.950000 sec): 3 clusters
  Score: Raw -9125479.965669 + Penalty 3690.997285 = -9121788.968385
  nChanged 1024
		SP:Iteration 13Q (60582.540000 sec): 3 clusters
  Score: Raw -9126321.454462 + Penalty 3690.997285 = -9122630.457177
  nChanged 469
		SP:Iteration 14Q (60583.220000 sec): 3 clusters
  Score: Raw -9126690.642584 + Penalty 3690.997285 = -9122999.645299
  nChanged 233
		SP:Iteration 15Q (60583.800000 sec): 3 clusters
  Score: Raw -9126851.378569 + Penalty 3690.997285 = -9123160.381284
  nChanged 110
		SP:Iteration 16Q (60584.470000 sec): 3 clusters
  Score: Raw -9126932.060153 + Penalty 3690.997285 = -9123241.062868
  nChanged 75
		SP:Iteration 17Q (60585.070000 sec): 3 clusters
  Score: Raw -9126980.990872 + Penalty 3690.997285 = -9123289.993587
  nChanged 50
		SP:Iteration 18Q (60585.630000 sec): 3 clusters
  Score: Raw -9127009.961622 + Penalty 3690.997285 = -9123318.964337
  nChanged 28
		SP:Iteration 19Q (60586.310000 sec): 3 clusters
  Score: Raw -9127028.158008 + Penalty 3690.997285 = -9123337.160723
  nChanged 14
		SP:Iteration 20F (60586.980000 sec): 3 clusters
  Score: Raw -9127037.181543 + Penalty 3690.997285 = -9123346.184258
  nChanged 12
		SP:Iteration 21Q (60587.610000 sec): 3 clusters
  Score: Raw -9127044.184998 + Penalty 3690.997285 = -9123353.187713
  nChanged 12
		SP:Iteration 22Q (60588.250000 sec): 3 clusters
  Score: Raw -9127051.877630 + Penalty 3690.997285 = -9123360.880345
  nChanged 9
		SP:Iteration 23Q (60588.870000 sec): 3 clusters
  Score: Raw -9127057.646313 + Penalty 3690.997285 = -9123366.649028
  nChanged 9
		SP:Iteration 24Q (60589.500000 sec): 3 clusters
  Score: Raw -9127062.042455 + Penalty 3690.997285 = -9123371.045170
  nChanged 7
		SP:Iteration 25Q (60590.150000 sec): 3 clusters
  Score: Raw -9127065.279658 + Penalty 3690.997285 = -9123374.282373
  nChanged 3
		SP:Iteration 26Q (60590.860000 sec): 3 clusters
  Score: Raw -9127067.809789 + Penalty 3690.997285 = -9123376.812504
  nChanged 5
		SP:Iteration 27Q (60591.500000 sec): 3 clusters
  Score: Raw -9127070.500496 + Penalty 3690.997285 = -9123379.503211
  nChanged 0
		SP:Iteration 28F (60592.150000 sec): 3 clusters
  Score: Raw -9127070.500496 + Penalty 3690.997285 = -9123379.503211
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60592.430000 sec): 2 clusters
  Score: Raw -2642418.242894 + Penalty 1643.780150 = -2640774.462744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60592.750000 sec): 3 clusters
  Score: Raw -2627300.798766 + Penalty 3287.560301 = -2624013.238465
  nChanged 11292
		SP:Iteration 1F (60593.090000 sec): 3 clusters
  Score: Raw -2633739.470946 + Penalty 3287.560301 = -2630451.910646
  nChanged 1314
		SP:Iteration 2F (60593.450000 sec): 3 clusters
  Score: Raw -2634236.991208 + Penalty 3287.560301 = -2630949.430907
  nChanged 1298
		SP:Iteration 3F (60593.780000 sec): 3 clusters
  Score: Raw -2634821.704457 + Penalty 3287.560301 = -2631534.144157
  nChanged 1407
		SP:Iteration 4F (60594.090000 sec): 3 clusters
  Score: Raw -2635509.447999 + Penalty 3287.560301 = -2632221.887698
  nChanged 1431
		SP:Iteration 5F (60594.410000 sec): 3 clusters
  Score: Raw -2636283.902774 + Penalty 3287.560301 = -2632996.342473
  nChanged 1423
		SP:Iteration 6F (60594.710000 sec): 3 clusters
  Score: Raw -2637071.688627 + Penalty 3287.560301 = -2633784.128326
  nChanged 1377
		SP:Iteration 7F (60595.030000 sec): 3 clusters
  Score: Raw -2637888.905386 + Penalty 3287.560301 = -2634601.345085
  nChanged 1308
		SP:Iteration 8F (60595.390000 sec): 3 clusters
  Score: Raw -2638672.104977 + Penalty 3287.560301 = -2635384.544676
  nChanged 1164
		SP:Iteration 9Q (60595.700000 sec): 3 clusters
  Score: Raw -2639378.176820 + Penalty 3287.560301 = -2636090.616519
  nChanged 976
		SP:Iteration 10Q (60596.010000 sec): 3 clusters
  Score: Raw -2639994.580360 + Penalty 3287.560301 = -2636707.020059
  nChanged 806
		SP:Iteration 11Q (60596.370000 sec): 3 clusters
  Score: Raw -2640518.616383 + Penalty 3287.560301 = -2637231.056082
  nChanged 669
		SP:Iteration 12Q (60596.770000 sec): 3 clusters
  Score: Raw -2640977.599330 + Penalty 3287.560301 = -2637690.039030
  nChanged 549
		SP:Iteration 13Q (60597.150000 sec): 3 clusters
  Score: Raw -2641333.806401 + Penalty 3287.560301 = -2638046.246100
  nChanged 419
		SP:Iteration 14Q (60597.530000 sec): 3 clusters
  Score: Raw -2641596.595851 + Penalty 3287.560301 = -2638309.035550
  nChanged 348
		SP:Iteration 15Q (60597.890000 sec): 3 clusters
  Score: Raw -2641811.516643 + Penalty 3287.560301 = -2638523.956342
  nChanged 288
		SP:Iteration 16Q (60598.200000 sec): 3 clusters
  Score: Raw -2641987.957829 + Penalty 3287.560301 = -2638700.397528
  nChanged 233
		SP:Iteration 17Q (60598.460000 sec): 3 clusters
  Score: Raw -2642126.207003 + Penalty 3287.560301 = -2638838.646703
  nChanged 189
		SP:Iteration 18Q (60598.770000 sec): 3 clusters
  Score: Raw -2642226.851119 + Penalty 3287.560301 = -2638939.290818
  nChanged 160
		SP:Iteration 19Q (60599.130000 sec): 3 clusters
  Score: Raw -2642323.662871 + Penalty 3287.560301 = -2639036.102571
  nChanged 115
		SP:Iteration 20F (60599.380000 sec): 3 clusters
  Score: Raw -2642394.591287 + Penalty 3287.560301 = -2639107.030987
  nChanged 102
		SP:Iteration 21Q (60599.750000 sec): 3 clusters
  Score: Raw -2642466.549319 + Penalty 3287.560301 = -2639178.989018
  nChanged 77
		SP:Iteration 22Q (60600.120000 sec): 3 clusters
  Score: Raw -2642517.241261 + Penalty 3287.560301 = -2639229.680960
  nChanged 59
		SP:Iteration 23Q (60600.450000 sec): 3 clusters
  Score: Raw -2642555.970884 + Penalty 3287.560301 = -2639268.410583
  nChanged 51
		SP:Iteration 24Q (60600.740000 sec): 3 clusters
  Score: Raw -2642593.006234 + Penalty 3287.560301 = -2639305.445933
  nChanged 35
		SP:Iteration 25Q (60601.050000 sec): 3 clusters
  Score: Raw -2642616.311942 + Penalty 3287.560301 = -2639328.751641
  nChanged 26
		SP:Iteration 26Q (60601.300000 sec): 3 clusters
  Score: Raw -2642633.978453 + Penalty 3287.560301 = -2639346.418152
  nChanged 16
		SP:Iteration 27Q (60601.570000 sec): 3 clusters
  Score: Raw -2642644.714894 + Penalty 3287.560301 = -2639357.154593
  nChanged 16
		SP:Iteration 28Q (60601.860000 sec): 3 clusters
  Score: Raw -2642657.155057 + Penalty 3287.560301 = -2639369.594756
  nChanged 10
		SP:Iteration 29Q (60602.200000 sec): 3 clusters
  Score: Raw -2642665.907702 + Penalty 3287.560301 = -2639378.347401
  nChanged 9
		SP:Iteration 30Q (60602.510000 sec): 3 clusters
  Score: Raw -2642678.291165 + Penalty 3287.560301 = -2639390.730864
  nChanged 12
		SP:Iteration 31Q (60602.790000 sec): 3 clusters
  Score: Raw -2642686.610109 + Penalty 3287.560301 = -2639399.049808
  nChanged 10
		SP:Iteration 32Q (60603.080000 sec): 3 clusters
  Score: Raw -2642691.681723 + Penalty 3287.560301 = -2639404.121422
  nChanged 5
		SP:Iteration 33Q (60603.390000 sec): 3 clusters
  Score: Raw -2642696.432588 + Penalty 3287.560301 = -2639408.872287
  nChanged 5
		SP:Iteration 34Q (60603.690000 sec): 3 clusters
  Score: Raw -2642702.985604 + Penalty 3287.560301 = -2639415.425303
  nChanged 8
		SP:Iteration 35Q (60603.980000 sec): 3 clusters
  Score: Raw -2642708.820235 + Penalty 3287.560301 = -2639421.259934
  nChanged 12
		SP:Iteration 36Q (60604.290000 sec): 3 clusters
  Score: Raw -2642718.015395 + Penalty 3287.560301 = -2639430.455094
  nChanged 5
		SP:Iteration 37Q (60604.570000 sec): 3 clusters
  Score: Raw -2642722.199790 + Penalty 3287.560301 = -2639434.639490
  nChanged 5
		SP:Iteration 38Q (60604.830000 sec): 3 clusters
  Score: Raw -2642725.152676 + Penalty 3287.560301 = -2639437.592375
  nChanged 2
		SP:Iteration 39Q (60605.160000 sec): 3 clusters
  Score: Raw -2642726.533307 + Penalty 3287.560301 = -2639438.973006
  nChanged 3
		SP:Iteration 40F (60605.430000 sec): 3 clusters
  Score: Raw -2642728.421604 + Penalty 3287.560301 = -2639440.861303
  nChanged 3
		SP:Iteration 41Q (60605.770000 sec): 3 clusters
  Score: Raw -2642731.801124 + Penalty 3287.560301 = -2639444.240823
  nChanged 2
		SP:Iteration 42Q (60606.020000 sec): 3 clusters
  Score: Raw -2642733.397368 + Penalty 3287.560301 = -2639445.837067
  nChanged 2
		SP:Iteration 43Q (60606.270000 sec): 3 clusters
  Score: Raw -2642735.107367 + Penalty 3287.560301 = -2639447.547066
  nChanged 1
		SP:Iteration 44Q (60606.550000 sec): 3 clusters
  Score: Raw -2642735.588860 + Penalty 3287.560301 = -2639448.028559
  nChanged 0
		SP:Iteration 45F (60606.810000 sec): 3 clusters
  Score: Raw -2642735.588860 + Penalty 3287.560301 = -2639448.028559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60606.920000 sec): 2 clusters
  Score: Raw -162969.598413 + Penalty 1199.190225 = -161770.408188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60607.100000 sec): 3 clusters
  Score: Raw -162316.855198 + Penalty 2398.380450 = -159918.474748
  nChanged 532
		SP:Iteration 1F (60607.250000 sec): 3 clusters
  Score: Raw -162666.715413 + Penalty 2398.380450 = -160268.334964
  nChanged 120
		SP:Iteration 2F (60607.430000 sec): 3 clusters
  Score: Raw -162769.496271 + Penalty 2398.380450 = -160371.115821
  nChanged 77
		SP:Iteration 3Q (60607.600000 sec): 3 clusters
  Score: Raw -162836.442182 + Penalty 2398.380450 = -160438.061733
  nChanged 50
		SP:Iteration 4Q (60607.770000 sec): 3 clusters
  Score: Raw -162873.121599 + Penalty 2398.380450 = -160474.741150
  nChanged 36
		SP:Iteration 5Q (60607.930000 sec): 3 clusters
  Score: Raw -162897.618174 + Penalty 2398.380450 = -160499.237724
  nChanged 34
		SP:Iteration 6Q (60608.120000 sec): 3 clusters
  Score: Raw -162918.069791 + Penalty 2398.380450 = -160519.689342
  nChanged 27
		SP:Iteration 7Q (60608.280000 sec): 3 clusters
  Score: Raw -162934.370685 + Penalty 2398.380450 = -160535.990235
  nChanged 18
		SP:Iteration 8Q (60608.460000 sec): 3 clusters
  Score: Raw -162942.889777 + Penalty 2398.380450 = -160544.509328
  nChanged 9
		SP:Iteration 9Q (60608.650000 sec): 3 clusters
  Score: Raw -162946.761707 + Penalty 2398.380450 = -160548.381257
  nChanged 6
		SP:Iteration 10Q (60608.810000 sec): 3 clusters
  Score: Raw -162951.129385 + Penalty 2398.380450 = -160552.748935
  nChanged 15
		SP:Iteration 11Q (60608.950000 sec): 3 clusters
  Score: Raw -162960.913334 + Penalty 2398.380450 = -160562.532884
  nChanged 10
		SP:Iteration 12Q (60609.130000 sec): 3 clusters
  Score: Raw -162964.026247 + Penalty 2398.380450 = -160565.645798
  nChanged 3
		SP:Iteration 13Q (60609.280000 sec): 3 clusters
  Score: Raw -162964.443918 + Penalty 2398.380450 = -160566.063468
  nChanged 2
		SP:Iteration 14Q (60609.450000 sec): 3 clusters
  Score: Raw -162965.353873 + Penalty 2398.380450 = -160566.973424
  nChanged 2
		SP:Iteration 15Q (60609.640000 sec): 3 clusters
  Score: Raw -162966.000184 + Penalty 2398.380450 = -160567.619734
  nChanged 0
		SP:Iteration 16F (60609.860000 sec): 3 clusters
  Score: Raw -162966.000184 + Penalty 2398.380450 = -160567.619734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60610.050000 sec): 2 clusters
  Score: Raw -1526409.720834 + Penalty 1562.979537 = -1524846.741298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60610.330000 sec): 3 clusters
  Score: Raw -1517510.081386 + Penalty 3125.959073 = -1514384.122312
  nChanged 6723
		SP:Iteration 1F (60610.650000 sec): 3 clusters
  Score: Raw -1521191.357941 + Penalty 3125.959073 = -1518065.398867
  nChanged 929
		SP:Iteration 2F (60610.960000 sec): 3 clusters
  Score: Raw -1521576.411573 + Penalty 3125.959073 = -1518450.452499
  nChanged 844
		SP:Iteration 3F (60611.250000 sec): 3 clusters
  Score: Raw -1521938.012800 + Penalty 3125.959073 = -1518812.053726
  nChanged 781
		SP:Iteration 4F (60611.530000 sec): 3 clusters
  Score: Raw -1522303.876783 + Penalty 3125.959073 = -1519177.917709
  nChanged 791
		SP:Iteration 5F (60611.770000 sec): 3 clusters
  Score: Raw -1522727.400937 + Penalty 3125.959073 = -1519601.441864
  nChanged 870
		SP:Iteration 6F (60612.070000 sec): 3 clusters
  Score: Raw -1523321.758415 + Penalty 3125.959073 = -1520195.799342
  nChanged 953
		SP:Iteration 7F (60612.300000 sec): 3 clusters
  Score: Raw -1524078.741512 + Penalty 3125.959073 = -1520952.782439
  nChanged 935
		SP:Iteration 8F (60612.660000 sec): 3 clusters
  Score: Raw -1524886.628356 + Penalty 3125.959073 = -1521760.669283
  nChanged 750
		SP:Iteration 9Q (60613.000000 sec): 3 clusters
  Score: Raw -1525531.306188 + Penalty 3125.959073 = -1522405.347115
  nChanged 522
		SP:Iteration 10Q (60613.280000 sec): 3 clusters
  Score: Raw -1525941.876515 + Penalty 3125.959073 = -1522815.917441
  nChanged 344
		SP:Iteration 11Q (60613.620000 sec): 3 clusters
  Score: Raw -1526210.745197 + Penalty 3125.959073 = -1523084.786124
  nChanged 201
		SP:Iteration 12Q (60613.870000 sec): 3 clusters
  Score: Raw -1526391.893253 + Penalty 3125.959073 = -1523265.934180
  nChanged 130
		SP:Iteration 13Q (60614.140000 sec): 3 clusters
  Score: Raw -1526507.865456 + Penalty 3125.959073 = -1523381.906382
  nChanged 63
		SP:Iteration 14Q (60614.400000 sec): 3 clusters
  Score: Raw -1526569.477143 + Penalty 3125.959073 = -1523443.518070
  nChanged 36
		SP:Iteration 15Q (60614.660000 sec): 3 clusters
  Score: Raw -1526604.380380 + Penalty 3125.959073 = -1523478.421306
  nChanged 18
		SP:Iteration 16Q (60614.930000 sec): 3 clusters
  Score: Raw -1526623.168400 + Penalty 3125.959073 = -1523497.209327
  nChanged 17
		SP:Iteration 17Q (60615.220000 sec): 3 clusters
  Score: Raw -1526638.333416 + Penalty 3125.959073 = -1523512.374343
  nChanged 14
		SP:Iteration 18Q (60615.440000 sec): 3 clusters
  Score: Raw -1526648.274942 + Penalty 3125.959073 = -1523522.315869
  nChanged 4
		SP:Iteration 19Q (60615.770000 sec): 3 clusters
  Score: Raw -1526656.283357 + Penalty 3125.959073 = -1523530.324284
  nChanged 7
		SP:Iteration 20F (60616.070000 sec): 3 clusters
  Score: Raw -1526662.882592 + Penalty 3125.959073 = -1523536.923519
  nChanged 3
		SP:Iteration 21Q (60616.360000 sec): 3 clusters
  Score: Raw -1526667.840964 + Penalty 3125.959073 = -1523541.881891
  nChanged 4
		SP:Iteration 22Q (60616.630000 sec): 3 clusters
  Score: Raw -1526671.107114 + Penalty 3125.959073 = -1523545.148040
  nChanged 4
		SP:Iteration 23Q (60616.880000 sec): 3 clusters
  Score: Raw -1526675.195222 + Penalty 3125.959073 = -1523549.236149
  nChanged 2
		SP:Iteration 24Q (60617.150000 sec): 3 clusters
  Score: Raw -1526677.375454 + Penalty 3125.959073 = -1523551.416381
  nChanged 1
		SP:Iteration 25Q (60617.380000 sec): 3 clusters
  Score: Raw -1526677.809310 + Penalty 3125.959073 = -1523551.850236
  nChanged 1
		SP:Iteration 26Q (60617.600000 sec): 3 clusters
  Score: Raw -1526678.195650 + Penalty 3125.959073 = -1523552.236577
  nChanged 2
		SP:Iteration 27Q (60617.840000 sec): 3 clusters
  Score: Raw -1526679.786752 + Penalty 3125.959073 = -1523553.827678
  nChanged 4
		SP:Iteration 28Q (60618.050000 sec): 3 clusters
  Score: Raw -1526684.029552 + Penalty 3125.959073 = -1523558.070479
  nChanged 8
		SP:Iteration 29Q (60618.300000 sec): 3 clusters
  Score: Raw -1526690.002921 + Penalty 3125.959073 = -1523564.043848
  nChanged 4
		SP:Iteration 30Q (60618.550000 sec): 3 clusters
  Score: Raw -1526695.617810 + Penalty 3125.959073 = -1523569.658737
  nChanged 8
		SP:Iteration 31Q (60618.780000 sec): 3 clusters
  Score: Raw -1526702.023851 + Penalty 3125.959073 = -1523576.064778
  nChanged 5
		SP:Iteration 32Q (60619.010000 sec): 3 clusters
  Score: Raw -1526709.885064 + Penalty 3125.959073 = -1523583.925991
  nChanged 5
		SP:Iteration 33Q (60619.250000 sec): 3 clusters
  Score: Raw -1526718.452285 + Penalty 3125.959073 = -1523592.493212
  nChanged 4
		SP:Iteration 34Q (60619.510000 sec): 3 clusters
  Score: Raw -1526723.337558 + Penalty 3125.959073 = -1523597.378485
  nChanged 4
		SP:Iteration 35Q (60619.750000 sec): 3 clusters
  Score: Raw -1526727.833478 + Penalty 3125.959073 = -1523601.874405
  nChanged 1
		SP:Iteration 36Q (60620.030000 sec): 3 clusters
  Score: Raw -1526728.853569 + Penalty 3125.959073 = -1523602.894496
  nChanged 1
		SP:Iteration 37Q (60620.250000 sec): 3 clusters
  Score: Raw -1526729.396736 + Penalty 3125.959073 = -1523603.437663
  nChanged 0
		SP:Iteration 38F (60620.530000 sec): 3 clusters
  Score: Raw -1526729.396736 + Penalty 3125.959073 = -1523603.437663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60620.670000 sec): 2 clusters
  Score: Raw -1090078.975462 + Penalty 1500.168845 = -1088578.806616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60620.870000 sec): 3 clusters
  Score: Raw -1084302.706359 + Penalty 3000.337691 = -1081302.368668
  nChanged 4444
		SP:Iteration 1F (60621.090000 sec): 3 clusters
  Score: Raw -1086681.746543 + Penalty 3000.337691 = -1083681.408853
  nChanged 634
		SP:Iteration 2F (60621.370000 sec): 3 clusters
  Score: Raw -1086953.116716 + Penalty 3000.337691 = -1083952.779025
  nChanged 546
		SP:Iteration 3F (60621.520000 sec): 3 clusters
  Score: Raw -1087229.260894 + Penalty 3000.337691 = -1084228.923203
  nChanged 531
		SP:Iteration 4F (60621.790000 sec): 3 clusters
  Score: Raw -1087522.480199 + Penalty 3000.337691 = -1084522.142509
  nChanged 527
		SP:Iteration 5F (60621.990000 sec): 3 clusters
  Score: Raw -1087885.644379 + Penalty 3000.337691 = -1084885.306688
  nChanged 587
		SP:Iteration 6F (60622.230000 sec): 3 clusters
  Score: Raw -1088368.679297 + Penalty 3000.337691 = -1085368.341606
  nChanged 647
		SP:Iteration 7F (60622.390000 sec): 3 clusters
  Score: Raw -1088916.945194 + Penalty 3000.337691 = -1085916.607503
  nChanged 598
		SP:Iteration 8F (60622.630000 sec): 3 clusters
  Score: Raw -1089390.818804 + Penalty 3000.337691 = -1086390.481113
  nChanged 508
		SP:Iteration 9Q (60622.790000 sec): 3 clusters
  Score: Raw -1089738.176221 + Penalty 3000.337691 = -1086737.838530
  nChanged 415
		SP:Iteration 10Q (60622.960000 sec): 3 clusters
  Score: Raw -1090016.218395 + Penalty 3000.337691 = -1087015.880704
  nChanged 323
		SP:Iteration 11Q (60623.150000 sec): 3 clusters
  Score: Raw -1090180.631087 + Penalty 3000.337691 = -1087180.293396
  nChanged 203
		SP:Iteration 12Q (60623.350000 sec): 3 clusters
  Score: Raw -1090264.514790 + Penalty 3000.337691 = -1087264.177099
  nChanged 145
		SP:Iteration 13Q (60623.540000 sec): 3 clusters
  Score: Raw -1090311.036983 + Penalty 3000.337691 = -1087310.699292
  nChanged 121
		SP:Iteration 14Q (60623.760000 sec): 3 clusters
  Score: Raw -1090344.993453 + Penalty 3000.337691 = -1087344.655763
  nChanged 99
		SP:Iteration 15Q (60623.950000 sec): 3 clusters
  Score: Raw -1090371.420170 + Penalty 3000.337691 = -1087371.082479
  nChanged 93
		SP:Iteration 16Q (60624.150000 sec): 3 clusters
  Score: Raw -1090400.544879 + Penalty 3000.337691 = -1087400.207189
  nChanged 87
		SP:Iteration 17Q (60624.350000 sec): 3 clusters
  Score: Raw -1090424.932001 + Penalty 3000.337691 = -1087424.594310
  nChanged 71
		SP:Iteration 18Q (60624.590000 sec): 3 clusters
  Score: Raw -1090446.296221 + Penalty 3000.337691 = -1087445.958531
  nChanged 72
		SP:Iteration 19Q (60624.790000 sec): 3 clusters
  Score: Raw -1090467.512299 + Penalty 3000.337691 = -1087467.174608
  nChanged 79
		SP:Iteration 20F (60625.030000 sec): 3 clusters
  Score: Raw -1090491.385650 + Penalty 3000.337691 = -1087491.047960
  nChanged 69
		SP:Iteration 21Q (60625.260000 sec): 3 clusters
  Score: Raw -1090506.183557 + Penalty 3000.337691 = -1087505.845866
  nChanged 52
		SP:Iteration 22Q (60625.490000 sec): 3 clusters
  Score: Raw -1090517.814448 + Penalty 3000.337691 = -1087517.476758
  nChanged 42
		SP:Iteration 23Q (60625.690000 sec): 3 clusters
  Score: Raw -1090526.444067 + Penalty 3000.337691 = -1087526.106376
  nChanged 45
		SP:Iteration 24Q (60625.960000 sec): 3 clusters
  Score: Raw -1090535.265302 + Penalty 3000.337691 = -1087534.927612
  nChanged 36
		SP:Iteration 25Q (60626.120000 sec): 3 clusters
  Score: Raw -1090541.005824 + Penalty 3000.337691 = -1087540.668133
  nChanged 26
		SP:Iteration 26Q (60626.360000 sec): 3 clusters
  Score: Raw -1090546.561366 + Penalty 3000.337691 = -1087546.223676
  nChanged 30
		SP:Iteration 27Q (60626.560000 sec): 3 clusters
  Score: Raw -1090551.587713 + Penalty 3000.337691 = -1087551.250022
  nChanged 29
		SP:Iteration 28Q (60626.800000 sec): 3 clusters
  Score: Raw -1090557.528683 + Penalty 3000.337691 = -1087557.190993
  nChanged 40
		SP:Iteration 29Q (60627.030000 sec): 3 clusters
  Score: Raw -1090566.121461 + Penalty 3000.337691 = -1087565.783771
  nChanged 33
		SP:Iteration 30Q (60627.220000 sec): 3 clusters
  Score: Raw -1090571.884543 + Penalty 3000.337691 = -1087571.546853
  nChanged 30
		SP:Iteration 31Q (60627.470000 sec): 3 clusters
  Score: Raw -1090577.268461 + Penalty 3000.337691 = -1087576.930770
  nChanged 32
		SP:Iteration 32Q (60627.660000 sec): 3 clusters
  Score: Raw -1090587.403931 + Penalty 3000.337691 = -1087587.066240
  nChanged 45
		SP:Iteration 33Q (60627.900000 sec): 3 clusters
  Score: Raw -1090601.721290 + Penalty 3000.337691 = -1087601.383599
  nChanged 58
		SP:Iteration 34Q (60628.100000 sec): 3 clusters
  Score: Raw -1090622.942151 + Penalty 3000.337691 = -1087622.604461
  nChanged 79
		SP:Iteration 35Q (60628.300000 sec): 3 clusters
  Score: Raw -1090653.000210 + Penalty 3000.337691 = -1087652.662519
  nChanged 87
		SP:Iteration 36Q (60628.530000 sec): 3 clusters
  Score: Raw -1090684.216340 + Penalty 3000.337691 = -1087683.878649
  nChanged 78
		SP:Iteration 37Q (60628.770000 sec): 3 clusters
  Score: Raw -1090719.390162 + Penalty 3000.337691 = -1087719.052472
  nChanged 97
		SP:Iteration 38Q (60628.960000 sec): 3 clusters
  Score: Raw -1090773.964601 + Penalty 3000.337691 = -1087773.626911
  nChanged 121
		SP:Iteration 39Q (60629.150000 sec): 3 clusters
  Score: Raw -1090846.388126 + Penalty 3000.337691 = -1087846.050435
  nChanged 126
		SP:Iteration 40F (60629.350000 sec): 3 clusters
  Score: Raw -1090937.785235 + Penalty 3000.337691 = -1087937.447545
  nChanged 146
		SP:Iteration 41Q (60629.660000 sec): 3 clusters
  Score: Raw -1091044.541330 + Penalty 3000.337691 = -1088044.203639
  nChanged 164
		SP:Iteration 42Q (60629.920000 sec): 3 clusters
  Score: Raw -1091152.137572 + Penalty 3000.337691 = -1088151.799881
  nChanged 150
		SP:Iteration 43Q (60630.140000 sec): 3 clusters
  Score: Raw -1091236.007895 + Penalty 3000.337691 = -1088235.670205
  nChanged 107
		SP:Iteration 44Q (60630.380000 sec): 3 clusters
  Score: Raw -1091274.102479 + Penalty 3000.337691 = -1088273.764788
  nChanged 93
		SP:Iteration 45Q (60630.620000 sec): 3 clusters
  Score: Raw -1091303.872122 + Penalty 3000.337691 = -1088303.534431
  nChanged 74
		SP:Iteration 46Q (60630.890000 sec): 3 clusters
  Score: Raw -1091323.758285 + Penalty 3000.337691 = -1088323.420594
  nChanged 45
		SP:Iteration 47Q (60631.110000 sec): 3 clusters
  Score: Raw -1091332.911555 + Penalty 3000.337691 = -1088332.573864
  nChanged 45
		SP:Iteration 48Q (60631.350000 sec): 3 clusters
  Score: Raw -1091344.683305 + Penalty 3000.337691 = -1088344.345614
  nChanged 31
		SP:Iteration 49Q (60631.580000 sec): 3 clusters
  Score: Raw -1091351.684051 + Penalty 3000.337691 = -1088351.346361
  nChanged 23
		SP:Iteration 50Q (60631.800000 sec): 3 clusters
  Score: Raw -1091357.102945 + Penalty 3000.337691 = -1088356.765255
  nChanged 17
		SP:Iteration 51Q (60632.030000 sec): 3 clusters
  Score: Raw -1091360.794934 + Penalty 3000.337691 = -1088360.457244
  nChanged 19
		SP:Iteration 52Q (60632.230000 sec): 3 clusters
  Score: Raw -1091363.431052 + Penalty 3000.337691 = -1088363.093362
  nChanged 10
		SP:Iteration 53Q (60632.430000 sec): 3 clusters
  Score: Raw -1091364.533919 + Penalty 3000.337691 = -1088364.196228
  nChanged 9
		SP:Iteration 54Q (60632.660000 sec): 3 clusters
  Score: Raw -1091365.599278 + Penalty 3000.337691 = -1088365.261587
  nChanged 13
		SP:Iteration 55Q (60632.870000 sec): 3 clusters
  Score: Raw -1091367.359235 + Penalty 3000.337691 = -1088367.021544
  nChanged 10
		SP:Iteration 56Q (60633.150000 sec): 3 clusters
  Score: Raw -1091368.418655 + Penalty 3000.337691 = -1088368.080965
  nChanged 3
		SP:Iteration 57Q (60633.390000 sec): 3 clusters
  Score: Raw -1091368.643548 + Penalty 3000.337691 = -1088368.305858
  nChanged 3
		SP:Iteration 58Q (60633.570000 sec): 3 clusters
  Score: Raw -1091368.880548 + Penalty 3000.337691 = -1088368.542858
  nChanged 1
		SP:Iteration 59Q (60633.850000 sec): 3 clusters
  Score: Raw -1091369.060622 + Penalty 3000.337691 = -1088368.722931
  nChanged 3
		SP:Iteration 60F (60634.140000 sec): 3 clusters
  Score: Raw -1091369.366637 + Penalty 3000.337691 = -1088369.028947
  nChanged 2
		SP:Iteration 61Q (60634.350000 sec): 3 clusters
  Score: Raw -1091369.623829 + Penalty 3000.337691 = -1088369.286139
  nChanged 3
		SP:Iteration 62Q (60634.590000 sec): 3 clusters
  Score: Raw -1091369.823736 + Penalty 3000.337691 = -1088369.486045
  nChanged 1
		SP:Iteration 63Q (60634.800000 sec): 3 clusters
  Score: Raw -1091369.894762 + Penalty 3000.337691 = -1088369.557072
  nChanged 2
		SP:Iteration 64Q (60635.060000 sec): 3 clusters
  Score: Raw -1091370.138093 + Penalty 3000.337691 = -1088369.800402
  nChanged 3
		SP:Iteration 65Q (60635.350000 sec): 3 clusters
  Score: Raw -1091370.493884 + Penalty 3000.337691 = -1088370.156194
  nChanged 3
		SP:Iteration 66Q (60635.540000 sec): 3 clusters
  Score: Raw -1091370.832731 + Penalty 3000.337691 = -1088370.495040
  nChanged 3
		SP:Iteration 67Q (60635.780000 sec): 3 clusters
  Score: Raw -1091371.148086 + Penalty 3000.337691 = -1088370.810396
  nChanged 2
		SP:Iteration 68Q (60635.990000 sec): 3 clusters
  Score: Raw -1091371.262727 + Penalty 3000.337691 = -1088370.925037
  nChanged 1
		SP:Iteration 69Q (60636.180000 sec): 3 clusters
  Score: Raw -1091371.322026 + Penalty 3000.337691 = -1088370.984336
  nChanged 1
		SP:Iteration 70Q (60636.360000 sec): 3 clusters
  Score: Raw -1091371.414290 + Penalty 3000.337691 = -1088371.076599
  nChanged 3
		SP:Iteration 71Q (60636.570000 sec): 3 clusters
  Score: Raw -1091371.592241 + Penalty 3000.337691 = -1088371.254551
  nChanged 1
		SP:Iteration 72Q (60636.740000 sec): 3 clusters
  Score: Raw -1091371.640948 + Penalty 3000.337691 = -1088371.303258
  nChanged 1
		SP:Iteration 73Q (60636.960000 sec): 3 clusters
  Score: Raw -1091371.674870 + Penalty 3000.337691 = -1088371.337180
  nChanged 1
		SP:Iteration 74Q (60637.170000 sec): 3 clusters
  Score: Raw -1091371.749814 + Penalty 3000.337691 = -1088371.412124
  nChanged 0
		SP:Iteration 75F (60637.400000 sec): 3 clusters
  Score: Raw -1091371.749814 + Penalty 3000.337691 = -1088371.412124
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60637.630000 sec): 2 clusters
  Score: Raw -1923445.540068 + Penalty 1597.515253 = -1921848.024815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60637.930000 sec): 3 clusters
  Score: Raw -1912205.891132 + Penalty 3195.030506 = -1909010.860626
  nChanged 8427
		SP:Iteration 1F (60638.180000 sec): 3 clusters
  Score: Raw -1916796.384502 + Penalty 3195.030506 = -1913601.353996
  nChanged 1050
		SP:Iteration 2F (60638.560000 sec): 3 clusters
  Score: Raw -1917250.658067 + Penalty 3195.030506 = -1914055.627561
  nChanged 1016
		SP:Iteration 3F (60638.840000 sec): 3 clusters
  Score: Raw -1917765.243105 + Penalty 3195.030506 = -1914570.212599
  nChanged 1012
		SP:Iteration 4F (60639.170000 sec): 3 clusters
  Score: Raw -1918306.463087 + Penalty 3195.030506 = -1915111.432581
  nChanged 1014
		SP:Iteration 5F (60639.550000 sec): 3 clusters
  Score: Raw -1918933.708944 + Penalty 3195.030506 = -1915738.678438
  nChanged 1049
		SP:Iteration 6F (60639.890000 sec): 3 clusters
  Score: Raw -1919633.729628 + Penalty 3195.030506 = -1916438.699122
  nChanged 1031
		SP:Iteration 7F (60640.160000 sec): 3 clusters
  Score: Raw -1920357.973617 + Penalty 3195.030506 = -1917162.943111
  nChanged 1013
		SP:Iteration 8F (60640.470000 sec): 3 clusters
  Score: Raw -1921132.616236 + Penalty 3195.030506 = -1917937.585730
  nChanged 886
		SP:Iteration 9Q (60640.830000 sec): 3 clusters
  Score: Raw -1921833.119904 + Penalty 3195.030506 = -1918638.089398
  nChanged 721
		SP:Iteration 10Q (60641.090000 sec): 3 clusters
  Score: Raw -1922411.126974 + Penalty 3195.030506 = -1919216.096469
  nChanged 535
		SP:Iteration 11Q (60641.390000 sec): 3 clusters
  Score: Raw -1922839.012554 + Penalty 3195.030506 = -1919643.982048
  nChanged 346
		SP:Iteration 12Q (60641.710000 sec): 3 clusters
  Score: Raw -1923126.077595 + Penalty 3195.030506 = -1919931.047090
  nChanged 242
		SP:Iteration 13Q (60642.000000 sec): 3 clusters
  Score: Raw -1923324.255103 + Penalty 3195.030506 = -1920129.224597
  nChanged 160
		SP:Iteration 14Q (60642.310000 sec): 3 clusters
  Score: Raw -1923452.524540 + Penalty 3195.030506 = -1920257.494034
  nChanged 94
		SP:Iteration 15Q (60642.620000 sec): 3 clusters
  Score: Raw -1923527.313530 + Penalty 3195.030506 = -1920332.283025
  nChanged 61
		SP:Iteration 16Q (60642.910000 sec): 3 clusters
  Score: Raw -1923568.994544 + Penalty 3195.030506 = -1920373.964038
  nChanged 45
		SP:Iteration 17Q (60643.290000 sec): 3 clusters
  Score: Raw -1923596.447103 + Penalty 3195.030506 = -1920401.416597
  nChanged 27
		SP:Iteration 18Q (60643.550000 sec): 3 clusters
  Score: Raw -1923615.411464 + Penalty 3195.030506 = -1920420.380958
  nChanged 19
		SP:Iteration 19Q (60643.850000 sec): 3 clusters
  Score: Raw -1923631.566690 + Penalty 3195.030506 = -1920436.536184
  nChanged 23
		SP:Iteration 20F (60644.170000 sec): 3 clusters
  Score: Raw -1923648.787555 + Penalty 3195.030506 = -1920453.757049
  nChanged 16
		SP:Iteration 21Q (60644.490000 sec): 3 clusters
  Score: Raw -1923661.285018 + Penalty 3195.030506 = -1920466.254512
  nChanged 14
		SP:Iteration 22Q (60644.810000 sec): 3 clusters
  Score: Raw -1923668.385028 + Penalty 3195.030506 = -1920473.354522
  nChanged 6
		SP:Iteration 23Q (60645.130000 sec): 3 clusters
  Score: Raw -1923671.737469 + Penalty 3195.030506 = -1920476.706963
  nChanged 3
		SP:Iteration 24Q (60645.370000 sec): 3 clusters
  Score: Raw -1923673.593717 + Penalty 3195.030506 = -1920478.563211
  nChanged 6
		SP:Iteration 25Q (60645.720000 sec): 3 clusters
  Score: Raw -1923676.750355 + Penalty 3195.030506 = -1920481.719849
  nChanged 4
		SP:Iteration 26Q (60645.980000 sec): 3 clusters
  Score: Raw -1923678.908476 + Penalty 3195.030506 = -1920483.877970
  nChanged 3
		SP:Iteration 27Q (60646.290000 sec): 3 clusters
  Score: Raw -1923681.274032 + Penalty 3195.030506 = -1920486.243526
  nChanged 5
		SP:Iteration 28Q (60646.630000 sec): 3 clusters
  Score: Raw -1923685.069919 + Penalty 3195.030506 = -1920490.039413
  nChanged 4
		SP:Iteration 29Q (60646.900000 sec): 3 clusters
  Score: Raw -1923688.180543 + Penalty 3195.030506 = -1920493.150037
  nChanged 2
		SP:Iteration 30Q (60647.190000 sec): 3 clusters
  Score: Raw -1923689.185162 + Penalty 3195.030506 = -1920494.154656
  nChanged 3
		SP:Iteration 31Q (60647.470000 sec): 3 clusters
  Score: Raw -1923690.909799 + Penalty 3195.030506 = -1920495.879293
  nChanged 3
		SP:Iteration 32Q (60647.760000 sec): 3 clusters
  Score: Raw -1923693.599140 + Penalty 3195.030506 = -1920498.568635
  nChanged 2
		SP:Iteration 33Q (60648.030000 sec): 3 clusters
  Score: Raw -1923694.761296 + Penalty 3195.030506 = -1920499.730790
  nChanged 1
		SP:Iteration 34Q (60648.280000 sec): 3 clusters
  Score: Raw -1923695.644099 + Penalty 3195.030506 = -1920500.613593
  nChanged 1
		SP:Iteration 35Q (60648.530000 sec): 3 clusters
  Score: Raw -1923695.911445 + Penalty 3195.030506 = -1920500.880939
  nChanged 0
		SP:Iteration 36F (60648.760000 sec): 3 clusters
  Score: Raw -1923695.911445 + Penalty 3195.030506 = -1920500.880939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60648.880000 sec): 2 clusters
  Score: Raw -142737.307462 + Penalty 1186.326832 = -141550.980630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60649.060000 sec): 3 clusters
  Score: Raw -142187.482562 + Penalty 2372.653665 = -139814.828897
  nChanged 491
		SP:Iteration 1F (60649.230000 sec): 3 clusters
  Score: Raw -142534.426026 + Penalty 2372.653665 = -140161.772361
  nChanged 129
		SP:Iteration 2F (60649.340000 sec): 3 clusters
  Score: Raw -142641.376949 + Penalty 2372.653665 = -140268.723284
  nChanged 71
		SP:Iteration 3Q (60649.540000 sec): 3 clusters
  Score: Raw -142715.924665 + Penalty 2372.653665 = -140343.271001
  nChanged 68
		SP:Iteration 4Q (60649.750000 sec): 3 clusters
  Score: Raw -142778.358884 + Penalty 2372.653665 = -140405.705219
  nChanged 55
		SP:Iteration 5Q (60649.960000 sec): 3 clusters
  Score: Raw -142829.695291 + Penalty 2372.653665 = -140457.041627
  nChanged 46
		SP:Iteration 6Q (60650.140000 sec): 3 clusters
  Score: Raw -142874.487355 + Penalty 2372.653665 = -140501.833691
  nChanged 32
		SP:Iteration 7Q (60650.310000 sec): 3 clusters
  Score: Raw -142906.446846 + Penalty 2372.653665 = -140533.793181
  nChanged 33
		SP:Iteration 8Q (60650.490000 sec): 3 clusters
  Score: Raw -142938.676620 + Penalty 2372.653665 = -140566.022955
  nChanged 22
		SP:Iteration 9Q (60650.660000 sec): 3 clusters
  Score: Raw -142959.683992 + Penalty 2372.653665 = -140587.030327
  nChanged 12
		SP:Iteration 10Q (60650.810000 sec): 3 clusters
  Score: Raw -142968.636517 + Penalty 2372.653665 = -140595.982853
  nChanged 10
		SP:Iteration 11Q (60650.950000 sec): 3 clusters
  Score: Raw -142973.733253 + Penalty 2372.653665 = -140601.079588
  nChanged 10
		SP:Iteration 12Q (60651.110000 sec): 3 clusters
  Score: Raw -142980.160619 + Penalty 2372.653665 = -140607.506955
  nChanged 9
		SP:Iteration 13Q (60651.310000 sec): 3 clusters
  Score: Raw -142986.785076 + Penalty 2372.653665 = -140614.131411
  nChanged 10
		SP:Iteration 14Q (60651.520000 sec): 3 clusters
  Score: Raw -142994.043333 + Penalty 2372.653665 = -140621.389668
  nChanged 6
		SP:Iteration 15Q (60651.710000 sec): 3 clusters
  Score: Raw -142996.150315 + Penalty 2372.653665 = -140623.496650
  nChanged 3
		SP:Iteration 16Q (60651.910000 sec): 3 clusters
  Score: Raw -142997.194604 + Penalty 2372.653665 = -140624.540939
  nChanged 1
		SP:Iteration 17Q (60652.090000 sec): 3 clusters
  Score: Raw -142997.464591 + Penalty 2372.653665 = -140624.810926
  nChanged 0
		SP:Iteration 18F (60652.230000 sec): 3 clusters
  Score: Raw -142997.464591 + Penalty 2372.653665 = -140624.810926
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60652.320000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60652.520000 sec): 3 clusters
  Score: Raw -430321.074818 + Penalty 2708.859280 = -427612.215538
  nChanged 1654
		SP:Iteration 1F (60652.710000 sec): 3 clusters
  Score: Raw -431301.662941 + Penalty 2708.859280 = -428592.803661
  nChanged 315
		SP:Iteration 2F (60652.960000 sec): 3 clusters
  Score: Raw -431515.776233 + Penalty 2708.859280 = -428806.916953
  nChanged 291
		SP:Iteration 3F (60653.120000 sec): 3 clusters
  Score: Raw -431756.513033 + Penalty 2708.859280 = -429047.653753
  nChanged 268
		SP:Iteration 4F (60653.360000 sec): 3 clusters
  Score: Raw -432006.449983 + Penalty 2708.859280 = -429297.590702
  nChanged 243
		SP:Iteration 5F (60653.530000 sec): 3 clusters
  Score: Raw -432200.807905 + Penalty 2708.859280 = -429491.948625
  nChanged 186
		SP:Iteration 6Q (60653.720000 sec): 3 clusters
  Score: Raw -432330.957469 + Penalty 2708.859280 = -429622.098188
  nChanged 154
		SP:Iteration 7Q (60653.920000 sec): 3 clusters
  Score: Raw -432463.720385 + Penalty 2708.859280 = -429754.861105
  nChanged 138
		SP:Iteration 8Q (60654.130000 sec): 3 clusters
  Score: Raw -432573.714803 + Penalty 2708.859280 = -429864.855523
  nChanged 117
		SP:Iteration 9Q (60654.320000 sec): 3 clusters
  Score: Raw -432659.957645 + Penalty 2708.859280 = -429951.098365
  nChanged 88
		SP:Iteration 10Q (60654.520000 sec): 3 clusters
  Score: Raw -432723.900245 + Penalty 2708.859280 = -430015.040965
  nChanged 70
		SP:Iteration 11Q (60654.690000 sec): 3 clusters
  Score: Raw -432768.892412 + Penalty 2708.859280 = -430060.033132
  nChanged 51
		SP:Iteration 12Q (60654.890000 sec): 3 clusters
  Score: Raw -432805.376793 + Penalty 2708.859280 = -430096.517513
  nChanged 41
		SP:Iteration 13Q (60655.110000 sec): 3 clusters
  Score: Raw -432838.230965 + Penalty 2708.859280 = -430129.371685
  nChanged 38
		SP:Iteration 14Q (60655.310000 sec): 3 clusters
  Score: Raw -432863.155137 + Penalty 2708.859280 = -430154.295857
  nChanged 34
		SP:Iteration 15Q (60655.550000 sec): 3 clusters
  Score: Raw -432880.646899 + Penalty 2708.859280 = -430171.787619
  nChanged 20
		SP:Iteration 16Q (60655.730000 sec): 3 clusters
  Score: Raw -432889.344546 + Penalty 2708.859280 = -430180.485266
  nChanged 16
		SP:Iteration 17Q (60655.950000 sec): 3 clusters
  Score: Raw -432897.128328 + Penalty 2708.859280 = -430188.269048
  nChanged 11
		SP:Iteration 18Q (60656.170000 sec): 3 clusters
  Score: Raw -432902.362574 + Penalty 2708.859280 = -430193.503293
  nChanged 7
		SP:Iteration 19Q (60656.370000 sec): 3 clusters
  Score: Raw -432905.629961 + Penalty 2708.859280 = -430196.770681
  nChanged 6
		SP:Iteration 20F (60656.600000 sec): 3 clusters
  Score: Raw -432907.597811 + Penalty 2708.859280 = -430198.738531
  nChanged 6
		SP:Iteration 21Q (60656.810000 sec): 3 clusters
  Score: Raw -432911.055774 + Penalty 2708.859280 = -430202.196494
  nChanged 8
		SP:Iteration 22Q (60656.960000 sec): 3 clusters
  Score: Raw -432915.126326 + Penalty 2708.859280 = -430206.267046
  nChanged 6
		SP:Iteration 23Q (60657.130000 sec): 3 clusters
  Score: Raw -432916.934608 + Penalty 2708.859280 = -430208.075328
  nChanged 2
		SP:Iteration 24Q (60657.340000 sec): 3 clusters
  Score: Raw -432917.249503 + Penalty 2708.859280 = -430208.390222
  nChanged 1
		SP:Iteration 25Q (60657.490000 sec): 3 clusters
  Score: Raw -432917.544129 + Penalty 2708.859280 = -430208.684849
  nChanged 0
		SP:Iteration 26F (60657.690000 sec): 3 clusters
  Score: Raw -432917.544129 + Penalty 2708.859280 = -430208.684849
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60657.810000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60658.040000 sec): 3 clusters
  Score: Raw -53100.478713 + Penalty 2028.722561 = -51071.756152
  nChanged 140
		SP:Iteration 1F (60658.170000 sec): 3 clusters
  Score: Raw -53399.704949 + Penalty 2028.722561 = -51370.982388
  nChanged 42
		SP:Iteration 2F (60658.380000 sec): 3 clusters
  Score: Raw -53511.222340 + Penalty 2028.722561 = -51482.499779
  nChanged 28
		SP:Iteration 3F (60658.580000 sec): 3 clusters
  Score: Raw -53695.012374 + Penalty 2028.722561 = -51666.289813
  nChanged 26
		SP:Iteration 4F (60658.760000 sec): 3 clusters
  Score: Raw -53803.285986 + Penalty 2028.722561 = -51774.563425
  nChanged 17
		SP:Iteration 5Q (60658.930000 sec): 3 clusters
  Score: Raw -53864.465721 + Penalty 2028.722561 = -51835.743159
  nChanged 7
		SP:Iteration 6Q (60659.050000 sec): 3 clusters
  Score: Raw -53884.814264 + Penalty 2028.722561 = -51856.091702
  nChanged 3
		SP:Iteration 7Q (60659.230000 sec): 3 clusters
  Score: Raw -53889.999804 + Penalty 2028.722561 = -51861.277243
  nChanged 0
		SP:Iteration 8F (60659.410000 sec): 3 clusters
  Score: Raw -53889.999804 + Penalty 2028.722561 = -51861.277243
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409764 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60661.450000 sec): 2 clusters
  Score: Raw -42898648.229356 + Penalty 2100.042208 = -42896548.187148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60663.830000 sec): 3 clusters
  Score: Raw -42623008.680494 + Penalty 4200.084416 = -42618808.596078
  nChanged 200383
		SP:Iteration 1F (60666.170000 sec): 3 clusters
  Score: Raw -42744365.975943 + Penalty 4200.084416 = -42740165.891528
  nChanged 10671
		SP:Iteration 2Q (60668.900000 sec): 3 clusters
  Score: Raw -42746609.361735 + Penalty 4200.084416 = -42742409.277320
  nChanged 12034
		SP:Iteration 3Q (60671.410000 sec): 3 clusters
  Score: Raw -42749599.661824 + Penalty 4200.084416 = -42745399.577408
  nChanged 13883
		SP:Iteration 4Q (60674.000000 sec): 3 clusters
  Score: Raw -42753700.467491 + Penalty 4200.084416 = -42749500.383076
  nChanged 16016
		SP:Iteration 5Q (60676.630000 sec): 3 clusters
  Score: Raw -42759294.926542 + Penalty 4200.084416 = -42755094.842127
  nChanged 18129
		SP:Iteration 6Q (60679.340000 sec): 3 clusters
  Score: Raw -42766566.343362 + Penalty 4200.084416 = -42762366.258947
  nChanged 19916
		SP:Iteration 7Q (60681.930000 sec): 3 clusters
  Score: Raw -42775603.302591 + Penalty 4200.084416 = -42771403.218175
  nChanged 21274
		SP:Iteration 8F (60684.230000 sec): 3 clusters
  Score: Raw -42786565.562391 + Penalty 4200.084416 = -42782365.477975
  nChanged 22169
		SP:Iteration 9F (60686.570000 sec): 3 clusters
  Score: Raw -42799564.970357 + Penalty 4200.084416 = -42795364.885941
  nChanged 22453
		SP:Iteration 10F (60689.070000 sec): 3 clusters
  Score: Raw -42814030.648462 + Penalty 4200.084416 = -42809830.564047
  nChanged 21225
		SP:Iteration 11F (60691.620000 sec): 3 clusters
  Score: Raw -42827616.507818 + Penalty 4200.084416 = -42823416.423402
  nChanged 18228
		SP:Iteration 12Q (60694.270000 sec): 3 clusters
  Score: Raw -42837395.097012 + Penalty 4200.084416 = -42833195.012596
  nChanged 13972
		SP:Iteration 13Q (60697.320000 sec): 3 clusters
  Score: Raw -42843293.621959 + Penalty 4200.084416 = -42839093.537543
  nChanged 10150
		SP:Iteration 14Q (60700.600000 sec): 3 clusters
  Score: Raw -42847180.573568 + Penalty 4200.084416 = -42842980.489152
  nChanged 8479
		SP:Iteration 15Q (60703.850000 sec): 3 clusters
  Score: Raw -42850649.393802 + Penalty 4200.084416 = -42846449.309387
  nChanged 8117
		SP:Iteration 16Q (60706.280000 sec): 3 clusters
  Score: Raw -42854237.797713 + Penalty 4200.084416 = -42850037.713297
  nChanged 7907
		SP:Iteration 17Q (60708.820000 sec): 3 clusters
  Score: Raw -42857837.955482 + Penalty 4200.084416 = -42853637.871066
  nChanged 7740
		SP:Iteration 18Q (60711.230000 sec): 3 clusters
  Score: Raw -42861392.457993 + Penalty 4200.084416 = -42857192.373577
  nChanged 7178
		SP:Iteration 19Q (60713.560000 sec): 3 clusters
  Score: Raw -42864640.804970 + Penalty 4200.084416 = -42860440.720554
  nChanged 6677
		SP:Iteration 20F (60715.860000 sec): 3 clusters
  Score: Raw -42867626.133978 + Penalty 4200.084416 = -42863426.049563
  nChanged 6180
		SP:Iteration 21Q (60718.040000 sec): 3 clusters
  Score: Raw -42870321.020148 + Penalty 4200.084416 = -42866120.935733
  nChanged 5728
		SP:Iteration 22Q (60720.380000 sec): 3 clusters
  Score: Raw -42872724.172073 + Penalty 4200.084416 = -42868524.087658
  nChanged 5296
		SP:Iteration 23Q (60722.830000 sec): 3 clusters
  Score: Raw -42874823.119577 + Penalty 4200.084416 = -42870623.035162
  nChanged 4795
		SP:Iteration 24Q (60725.430000 sec): 3 clusters
  Score: Raw -42876660.774205 + Penalty 4200.084416 = -42872460.689790
  nChanged 4501
		SP:Iteration 25Q (60727.830000 sec): 3 clusters
  Score: Raw -42878348.611329 + Penalty 4200.084416 = -42874148.526913
  nChanged 4104
		SP:Iteration 26Q (60730.110000 sec): 3 clusters
  Score: Raw -42879830.628449 + Penalty 4200.084416 = -42875630.544034
  nChanged 3795
		SP:Iteration 27Q (60732.410000 sec): 3 clusters
  Score: Raw -42881183.109534 + Penalty 4200.084416 = -42876983.025119
  nChanged 3555
		SP:Iteration 28Q (60734.730000 sec): 3 clusters
  Score: Raw -42882421.959835 + Penalty 4200.084416 = -42878221.875420
  nChanged 3309
		SP:Iteration 29Q (60736.900000 sec): 3 clusters
  Score: Raw -42883569.489384 + Penalty 4200.084416 = -42879369.404968
  nChanged 3118
		SP:Iteration 30Q (60739.250000 sec): 3 clusters
  Score: Raw -42884609.161902 + Penalty 4200.084416 = -42880409.077486
  nChanged 2851
		SP:Iteration 31Q (60741.450000 sec): 3 clusters
  Score: Raw -42885528.605834 + Penalty 4200.084416 = -42881328.521418
  nChanged 2675
		SP:Iteration 32Q (60743.800000 sec): 3 clusters
  Score: Raw -42886402.850412 + Penalty 4200.084416 = -42882202.765996
  nChanged 2612
		SP:Iteration 33Q (60746.030000 sec): 3 clusters
  Score: Raw -42887288.843845 + Penalty 4200.084416 = -42883088.759429
  nChanged 2527
		SP:Iteration 34Q (60748.170000 sec): 3 clusters
  Score: Raw -42888140.578601 + Penalty 4200.084416 = -42883940.494186
  nChanged 2309
		SP:Iteration 35Q (60750.470000 sec): 3 clusters
  Score: Raw -42888889.479451 + Penalty 4200.084416 = -42884689.395036
  nChanged 2170
		SP:Iteration 36Q (60752.980000 sec): 3 clusters
  Score: Raw -42889578.224587 + Penalty 4200.084416 = -42885378.140172
  nChanged 2018
		SP:Iteration 37Q (60755.130000 sec): 3 clusters
  Score: Raw -42890203.327098 + Penalty 4200.084416 = -42886003.242682
  nChanged 1962
		SP:Iteration 38Q (60757.290000 sec): 3 clusters
  Score: Raw -42890808.762878 + Penalty 4200.084416 = -42886608.678463
  nChanged 1790
		SP:Iteration 39Q (60759.420000 sec): 3 clusters
  Score: Raw -42891353.852304 + Penalty 4200.084416 = -42887153.767888
  nChanged 1692
		SP:Iteration 40F (60761.810000 sec): 3 clusters
  Score: Raw -42891872.121176 + Penalty 4200.084416 = -42887672.036761
  nChanged 1646
		SP:Iteration 41Q (60764.260000 sec): 3 clusters
  Score: Raw -42892375.683309 + Penalty 4200.084416 = -42888175.598893
  nChanged 1603
		SP:Iteration 42Q (60767.390000 sec): 3 clusters
  Score: Raw -42892882.421716 + Penalty 4200.084416 = -42888682.337301
  nChanged 1564
		SP:Iteration 43Q (60770.460000 sec): 3 clusters
  Score: Raw -42893377.912072 + Penalty 4200.084416 = -42889177.827657
  nChanged 1442
		SP:Iteration 44Q (60773.610000 sec): 3 clusters
  Score: Raw -42893824.372077 + Penalty 4200.084416 = -42889624.287662
  nChanged 1346
		SP:Iteration 45Q (60775.710000 sec): 3 clusters
  Score: Raw -42894224.501823 + Penalty 4200.084416 = -42890024.417407
  nChanged 1282
		SP:Iteration 46Q (60777.850000 sec): 3 clusters
  Score: Raw -42894610.513966 + Penalty 4200.084416 = -42890410.429550
  nChanged 1205
		SP:Iteration 47Q (60779.990000 sec): 3 clusters
  Score: Raw -42894962.784543 + Penalty 4200.084416 = -42890762.700127
  nChanged 1098
		SP:Iteration 48Q (60782.170000 sec): 3 clusters
  Score: Raw -42895281.843567 + Penalty 4200.084416 = -42891081.759152
  nChanged 1067
		SP:Iteration 49Q (60784.120000 sec): 3 clusters
  Score: Raw -42895593.198003 + Penalty 4200.084416 = -42891393.113587
  nChanged 1021
		SP:Iteration 50Q (60785.990000 sec): 3 clusters
  Score: Raw -42895902.804675 + Penalty 4200.084416 = -42891702.720259
  nChanged 953
		SP:Iteration 51Q (60788.070000 sec): 3 clusters
  Score: Raw -42896188.652507 + Penalty 4200.084416 = -42891988.568091
  nChanged 867
		SP:Iteration 52Q (60789.980000 sec): 3 clusters
  Score: Raw -42896444.882600 + Penalty 4200.084416 = -42892244.798185
  nChanged 818
		SP:Iteration 53Q (60792.200000 sec): 3 clusters
  Score: Raw -42896690.805387 + Penalty 4200.084416 = -42892490.720971
  nChanged 754
		SP:Iteration 54Q (60794.310000 sec): 3 clusters
  Score: Raw -42896921.578469 + Penalty 4200.084416 = -42892721.494053
  nChanged 712
		SP:Iteration 55Q (60796.400000 sec): 3 clusters
  Score: Raw -42897137.560077 + Penalty 4200.084416 = -42892937.475661
  nChanged 639
		SP:Iteration 56Q (60798.260000 sec): 3 clusters
  Score: Raw -42897324.267357 + Penalty 4200.084416 = -42893124.182942
  nChanged 582
		SP:Iteration 57Q (60800.100000 sec): 3 clusters
  Score: Raw -42897490.507980 + Penalty 4200.084416 = -42893290.423564
  nChanged 543
		SP:Iteration 58Q (60802.080000 sec): 3 clusters
  Score: Raw -42897665.895987 + Penalty 4200.084416 = -42893465.811572
  nChanged 529
		SP:Iteration 59Q (60804.300000 sec): 3 clusters
  Score: Raw -42897844.462317 + Penalty 4200.084416 = -42893644.377902
  nChanged 484
		SP:Iteration 60F (60806.540000 sec): 3 clusters
  Score: Raw -42898014.273151 + Penalty 4200.084416 = -42893814.188735
  nChanged 444
		SP:Iteration 61Q (60808.600000 sec): 3 clusters
  Score: Raw -42898170.991794 + Penalty 4200.084416 = -42893970.907379
  nChanged 387
		SP:Iteration 62Q (60810.710000 sec): 3 clusters
  Score: Raw -42898311.820464 + Penalty 4200.084416 = -42894111.736049
  nChanged 341
		SP:Iteration 63Q (60812.800000 sec): 3 clusters
  Score: Raw -42898426.010113 + Penalty 4200.084416 = -42894225.925697
  nChanged 271
		SP:Iteration 64Q (60814.860000 sec): 3 clusters
  Score: Raw -42898516.281470 + Penalty 4200.084416 = -42894316.197054
  nChanged 233
		SP:Iteration 65Q (60816.880000 sec): 3 clusters
  Score: Raw -42898596.203148 + Penalty 4200.084416 = -42894396.118733
  nChanged 205
		SP:Iteration 66Q (60819.010000 sec): 3 clusters
  Score: Raw -42898658.660325 + Penalty 4200.084416 = -42894458.575909
  nChanged 168
		SP:Iteration 67Q (60821.180000 sec): 3 clusters
  Score: Raw -42898710.967320 + Penalty 4200.084416 = -42894510.882905
  nChanged 146
		SP:Iteration 68Q (60823.310000 sec): 3 clusters
  Score: Raw -42898755.367036 + Penalty 4200.084416 = -42894555.282620
  nChanged 112
		SP:Iteration 69Q (60825.440000 sec): 3 clusters
  Score: Raw -42898793.350118 + Penalty 4200.084416 = -42894593.265702
  nChanged 106
		SP:Iteration 70Q (60827.420000 sec): 3 clusters
  Score: Raw -42898829.084459 + Penalty 4200.084416 = -42894629.000043
  nChanged 90
		SP:Iteration 71Q (60829.490000 sec): 3 clusters
  Score: Raw -42898860.543437 + Penalty 4200.084416 = -42894660.459022
  nChanged 82
		SP:Iteration 72Q (60831.500000 sec): 3 clusters
  Score: Raw -42898891.063770 + Penalty 4200.084416 = -42894690.979354
  nChanged 82
		SP:Iteration 73Q (60833.440000 sec): 3 clusters
  Score: Raw -42898921.254961 + Penalty 4200.084416 = -42894721.170545
  nChanged 59
		SP:Iteration 74Q (60835.380000 sec): 3 clusters
  Score: Raw -42898939.638722 + Penalty 4200.084416 = -42894739.554306
  nChanged 53
		SP:Iteration 75Q (60837.320000 sec): 3 clusters
  Score: Raw -42898957.213211 + Penalty 4200.084416 = -42894757.128796
  nChanged 57
		SP:Iteration 76Q (60839.230000 sec): 3 clusters
  Score: Raw -42898975.892228 + Penalty 4200.084416 = -42894775.807812
  nChanged 54
		SP:Iteration 77Q (60841.140000 sec): 3 clusters
  Score: Raw -42898991.205355 + Penalty 4200.084416 = -42894791.120939
  nChanged 37
		SP:Iteration 78Q (60843.030000 sec): 3 clusters
  Score: Raw -42899001.839059 + Penalty 4200.084416 = -42894801.754643
  nChanged 24
		SP:Iteration 79Q (60844.870000 sec): 3 clusters
  Score: Raw -42899008.004311 + Penalty 4200.084416 = -42894807.919895
  nChanged 19
		SP:Iteration 80F (60847.890000 sec): 3 clusters
  Score: Raw -42899012.968985 + Penalty 4200.084416 = -42894812.884570
  nChanged 16
		SP:Iteration 81Q (60850.830000 sec): 3 clusters
  Score: Raw -42899017.947643 + Penalty 4200.084416 = -42894817.863227
  nChanged 18
		SP:Iteration 82Q (60853.380000 sec): 3 clusters
  Score: Raw -42899022.593597 + Penalty 4200.084416 = -42894822.509181
  nChanged 16
		SP:Iteration 83Q (60855.830000 sec): 3 clusters
  Score: Raw -42899026.772503 + Penalty 4200.084416 = -42894826.688087
  nChanged 21
		SP:Iteration 84Q (60857.980000 sec): 3 clusters
  Score: Raw -42899033.721325 + Penalty 4200.084416 = -42894833.636909
  nChanged 22
		SP:Iteration 85Q (60860.150000 sec): 3 clusters
  Score: Raw -42899040.176785 + Penalty 4200.084416 = -42894840.092370
  nChanged 22
		SP:Iteration 86Q (60862.370000 sec): 3 clusters
  Score: Raw -42899047.172339 + Penalty 4200.084416 = -42894847.087923
  nChanged 16
		SP:Iteration 87Q (60864.610000 sec): 3 clusters
  Score: Raw -42899051.564054 + Penalty 4200.084416 = -42894851.479638
  nChanged 11
		SP:Iteration 88Q (60866.750000 sec): 3 clusters
  Score: Raw -42899053.992914 + Penalty 4200.084416 = -42894853.908499
  nChanged 8
		SP:Iteration 89Q (60869.000000 sec): 3 clusters
  Score: Raw -42899055.981442 + Penalty 4200.084416 = -42894855.897027
  nChanged 8
		SP:Iteration 90Q (60871.150000 sec): 3 clusters
  Score: Raw -42899058.017667 + Penalty 4200.084416 = -42894857.933252
  nChanged 8
		SP:Iteration 91Q (60873.450000 sec): 3 clusters
  Score: Raw -42899060.033044 + Penalty 4200.084416 = -42894859.948629
  nChanged 7
		SP:Iteration 92Q (60875.700000 sec): 3 clusters
  Score: Raw -42899061.904163 + Penalty 4200.084416 = -42894861.819748
  nChanged 5
		SP:Iteration 93Q (60877.800000 sec): 3 clusters
  Score: Raw -42899063.106502 + Penalty 4200.084416 = -42894863.022087
  nChanged 7
		SP:Iteration 94Q (60880.020000 sec): 3 clusters
  Score: Raw -42899064.809589 + Penalty 4200.084416 = -42894864.725173
  nChanged 5
		SP:Iteration 95Q (60882.290000 sec): 3 clusters
  Score: Raw -42899065.555107 + Penalty 4200.084416 = -42894865.470692
  nChanged 2
		SP:Iteration 96Q (60884.400000 sec): 3 clusters
  Score: Raw -42899066.229470 + Penalty 4200.084416 = -42894866.145054
  nChanged 6
		SP:Iteration 97Q (60886.560000 sec): 3 clusters
  Score: Raw -42899067.323494 + Penalty 4200.084416 = -42894867.239078
  nChanged 2
		SP:Iteration 98Q (60888.760000 sec): 3 clusters
  Score: Raw -42899067.748635 + Penalty 4200.084416 = -42894867.664219
  nChanged 5
		SP:Iteration 99Q (60891.170000 sec): 3 clusters
  Score: Raw -42899068.784895 + Penalty 4200.084416 = -42894868.700479
  nChanged 4
		SP:Iteration 100F (60893.540000 sec): 3 clusters
  Score: Raw -42899069.703783 + Penalty 4200.084416 = -42894869.619367
  nChanged 4
		SP:Iteration 101Q (60895.540000 sec): 3 clusters
  Score: Raw -42899070.698069 + Penalty 4200.084416 = -42894870.613654
  nChanged 1
		SP:Iteration 102Q (60897.430000 sec): 3 clusters
  Score: Raw -42899070.798564 + Penalty 4200.084416 = -42894870.714148
  nChanged 0
		SP:Iteration 103F (60899.620000 sec): 3 clusters
  Score: Raw -42899070.798564 + Penalty 4200.084416 = -42894870.714148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60899.950000 sec): 2 clusters
  Score: Raw -1328075.791951 + Penalty 1539.776346 = -1326536.015604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60900.230000 sec): 3 clusters
  Score: Raw -1320437.752576 + Penalty 3079.552693 = -1317358.199883
  nChanged 5726
		SP:Iteration 1F (60900.510000 sec): 3 clusters
  Score: Raw -1323784.241637 + Penalty 3079.552693 = -1320704.688944
  nChanged 782
		SP:Iteration 2F (60900.790000 sec): 3 clusters
  Score: Raw -1324147.715986 + Penalty 3079.552693 = -1321068.163293
  nChanged 687
		SP:Iteration 3F (60901.040000 sec): 3 clusters
  Score: Raw -1324452.306570 + Penalty 3079.552693 = -1321372.753877
  nChanged 611
		SP:Iteration 4Q (60901.270000 sec): 3 clusters
  Score: Raw -1324714.922322 + Penalty 3079.552693 = -1321635.369629
  nChanged 522
		SP:Iteration 5Q (60901.500000 sec): 3 clusters
  Score: Raw -1324937.820861 + Penalty 3079.552693 = -1321858.268168
  nChanged 467
		SP:Iteration 6Q (60901.790000 sec): 3 clusters
  Score: Raw -1325148.917470 + Penalty 3079.552693 = -1322069.364777
  nChanged 447
		SP:Iteration 7Q (60902.040000 sec): 3 clusters
  Score: Raw -1325404.817620 + Penalty 3079.552693 = -1322325.264927
  nChanged 514
		SP:Iteration 8Q (60902.300000 sec): 3 clusters
  Score: Raw -1325715.238972 + Penalty 3079.552693 = -1322635.686279
  nChanged 524
		SP:Iteration 9Q (60902.530000 sec): 3 clusters
  Score: Raw -1326030.544005 + Penalty 3079.552693 = -1322950.991312
  nChanged 457
		SP:Iteration 10Q (60902.820000 sec): 3 clusters
  Score: Raw -1326272.452676 + Penalty 3079.552693 = -1323192.899983
  nChanged 371
		SP:Iteration 11Q (60903.050000 sec): 3 clusters
  Score: Raw -1326423.822861 + Penalty 3079.552693 = -1323344.270168
  nChanged 280
		SP:Iteration 12Q (60903.330000 sec): 3 clusters
  Score: Raw -1326524.896018 + Penalty 3079.552693 = -1323445.343325
  nChanged 242
		SP:Iteration 13Q (60903.590000 sec): 3 clusters
  Score: Raw -1326616.519867 + Penalty 3079.552693 = -1323536.967174
  nChanged 221
		SP:Iteration 14Q (60903.850000 sec): 3 clusters
  Score: Raw -1326702.990364 + Penalty 3079.552693 = -1323623.437671
  nChanged 198
		SP:Iteration 15Q (60904.160000 sec): 3 clusters
  Score: Raw -1326779.341703 + Penalty 3079.552693 = -1323699.789010
  nChanged 182
		SP:Iteration 16Q (60904.410000 sec): 3 clusters
  Score: Raw -1326846.749007 + Penalty 3079.552693 = -1323767.196314
  nChanged 157
		SP:Iteration 17Q (60904.670000 sec): 3 clusters
  Score: Raw -1326900.106750 + Penalty 3079.552693 = -1323820.554057
  nChanged 132
		SP:Iteration 18Q (60904.950000 sec): 3 clusters
  Score: Raw -1326946.622632 + Penalty 3079.552693 = -1323867.069939
  nChanged 146
		SP:Iteration 19Q (60905.200000 sec): 3 clusters
  Score: Raw -1327000.642956 + Penalty 3079.552693 = -1323921.090263
  nChanged 139
		SP:Iteration 20F (60905.450000 sec): 3 clusters
  Score: Raw -1327051.788262 + Penalty 3079.552693 = -1323972.235569
  nChanged 149
		SP:Iteration 21Q (60905.700000 sec): 3 clusters
  Score: Raw -1327111.882307 + Penalty 3079.552693 = -1324032.329614
  nChanged 138
		SP:Iteration 22Q (60905.910000 sec): 3 clusters
  Score: Raw -1327175.111865 + Penalty 3079.552693 = -1324095.559172
  nChanged 158
		SP:Iteration 23Q (60906.160000 sec): 3 clusters
  Score: Raw -1327241.057756 + Penalty 3079.552693 = -1324161.505063
  nChanged 133
		SP:Iteration 24Q (60906.370000 sec): 3 clusters
  Score: Raw -1327299.427960 + Penalty 3079.552693 = -1324219.875267
  nChanged 129
		SP:Iteration 25Q (60906.550000 sec): 3 clusters
  Score: Raw -1327360.465433 + Penalty 3079.552693 = -1324280.912740
  nChanged 136
		SP:Iteration 26Q (60906.770000 sec): 3 clusters
  Score: Raw -1327422.334987 + Penalty 3079.552693 = -1324342.782294
  nChanged 126
		SP:Iteration 27Q (60907.010000 sec): 3 clusters
  Score: Raw -1327482.778403 + Penalty 3079.552693 = -1324403.225710
  nChanged 134
		SP:Iteration 28Q (60907.280000 sec): 3 clusters
  Score: Raw -1327564.003604 + Penalty 3079.552693 = -1324484.450911
  nChanged 134
		SP:Iteration 29Q (60907.590000 sec): 3 clusters
  Score: Raw -1327653.005762 + Penalty 3079.552693 = -1324573.453069
  nChanged 135
		SP:Iteration 30Q (60907.800000 sec): 3 clusters
  Score: Raw -1327746.766622 + Penalty 3079.552693 = -1324667.213929
  nChanged 139
		SP:Iteration 31Q (60908.080000 sec): 3 clusters
  Score: Raw -1327839.735637 + Penalty 3079.552693 = -1324760.182944
  nChanged 122
		SP:Iteration 32Q (60908.270000 sec): 3 clusters
  Score: Raw -1327918.648744 + Penalty 3079.552693 = -1324839.096051
  nChanged 94
		SP:Iteration 33Q (60908.550000 sec): 3 clusters
  Score: Raw -1327973.422255 + Penalty 3079.552693 = -1324893.869562
  nChanged 74
		SP:Iteration 34Q (60908.790000 sec): 3 clusters
  Score: Raw -1328017.479399 + Penalty 3079.552693 = -1324937.926706
  nChanged 67
		SP:Iteration 35Q (60909.060000 sec): 3 clusters
  Score: Raw -1328057.388039 + Penalty 3079.552693 = -1324977.835346
  nChanged 51
		SP:Iteration 36Q (60909.290000 sec): 3 clusters
  Score: Raw -1328091.368160 + Penalty 3079.552693 = -1325011.815467
  nChanged 56
		SP:Iteration 37Q (60909.530000 sec): 3 clusters
  Score: Raw -1328123.441813 + Penalty 3079.552693 = -1325043.889120
  nChanged 39
		SP:Iteration 38Q (60909.770000 sec): 3 clusters
  Score: Raw -1328143.887502 + Penalty 3079.552693 = -1325064.334809
  nChanged 38
		SP:Iteration 39Q (60909.980000 sec): 3 clusters
  Score: Raw -1328161.993691 + Penalty 3079.552693 = -1325082.440998
  nChanged 22
		SP:Iteration 40F (60910.170000 sec): 3 clusters
  Score: Raw -1328174.251775 + Penalty 3079.552693 = -1325094.699082
  nChanged 22
		SP:Iteration 41Q (60910.360000 sec): 3 clusters
  Score: Raw -1328186.934108 + Penalty 3079.552693 = -1325107.381415
  nChanged 28
		SP:Iteration 42Q (60910.580000 sec): 3 clusters
  Score: Raw -1328202.241773 + Penalty 3079.552693 = -1325122.689080
  nChanged 25
		SP:Iteration 43Q (60910.790000 sec): 3 clusters
  Score: Raw -1328212.042994 + Penalty 3079.552693 = -1325132.490301
  nChanged 17
		SP:Iteration 44Q (60910.990000 sec): 3 clusters
  Score: Raw -1328219.466796 + Penalty 3079.552693 = -1325139.914103
  nChanged 16
		SP:Iteration 45Q (60911.240000 sec): 3 clusters
  Score: Raw -1328229.331588 + Penalty 3079.552693 = -1325149.778895
  nChanged 13
		SP:Iteration 46Q (60911.490000 sec): 3 clusters
  Score: Raw -1328236.013857 + Penalty 3079.552693 = -1325156.461164
  nChanged 12
		SP:Iteration 47Q (60911.780000 sec): 3 clusters
  Score: Raw -1328241.909934 + Penalty 3079.552693 = -1325162.357241
  nChanged 11
		SP:Iteration 48Q (60912.030000 sec): 3 clusters
  Score: Raw -1328248.299018 + Penalty 3079.552693 = -1325168.746325
  nChanged 11
		SP:Iteration 49Q (60912.280000 sec): 3 clusters
  Score: Raw -1328253.111286 + Penalty 3079.552693 = -1325173.558593
  nChanged 7
		SP:Iteration 50Q (60912.520000 sec): 3 clusters
  Score: Raw -1328257.863405 + Penalty 3079.552693 = -1325178.310712
  nChanged 7
		SP:Iteration 51Q (60912.790000 sec): 3 clusters
  Score: Raw -1328263.057402 + Penalty 3079.552693 = -1325183.504709
  nChanged 7
		SP:Iteration 52Q (60913.000000 sec): 3 clusters
  Score: Raw -1328267.257299 + Penalty 3079.552693 = -1325187.704606
  nChanged 4
		SP:Iteration 53Q (60913.190000 sec): 3 clusters
  Score: Raw -1328270.402133 + Penalty 3079.552693 = -1325190.849440
  nChanged 5
		SP:Iteration 54Q (60913.440000 sec): 3 clusters
  Score: Raw -1328273.665124 + Penalty 3079.552693 = -1325194.112431
  nChanged 6
		SP:Iteration 55Q (60913.680000 sec): 3 clusters
  Score: Raw -1328275.720327 + Penalty 3079.552693 = -1325196.167634
  nChanged 3
		SP:Iteration 56Q (60913.950000 sec): 3 clusters
  Score: Raw -1328276.707655 + Penalty 3079.552693 = -1325197.154962
  nChanged 1
		SP:Iteration 57Q (60914.190000 sec): 3 clusters
  Score: Raw -1328277.267960 + Penalty 3079.552693 = -1325197.715267
  nChanged 0
		SP:Iteration 58F (60914.420000 sec): 3 clusters
  Score: Raw -1328277.267960 + Penalty 3079.552693 = -1325197.715267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1334 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60914.540000 sec): 2 clusters
  Score: Raw -130284.091309 + Penalty 1169.339799 = -129114.751509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60914.680000 sec): 3 clusters
  Score: Raw -129805.843185 + Penalty 2338.679599 = -127467.163586
  nChanged 397
		SP:Iteration 1F (60914.870000 sec): 3 clusters
  Score: Raw -130118.273516 + Penalty 2338.679599 = -127779.593917
  nChanged 112
		SP:Iteration 2F (60915.050000 sec): 3 clusters
  Score: Raw -130303.041670 + Penalty 2338.679599 = -127964.362071
  nChanged 90
		SP:Iteration 3F (60915.180000 sec): 3 clusters
  Score: Raw -130443.876790 + Penalty 2338.679599 = -128105.197192
  nChanged 84
		SP:Iteration 4F (60915.360000 sec): 3 clusters
  Score: Raw -130565.113641 + Penalty 2338.679599 = -128226.434042
  nChanged 65
		SP:Iteration 5Q (60915.510000 sec): 3 clusters
  Score: Raw -130669.209894 + Penalty 2338.679599 = -128330.530295
  nChanged 58
		SP:Iteration 6Q (60915.710000 sec): 3 clusters
  Score: Raw -130746.057901 + Penalty 2338.679599 = -128407.378302
  nChanged 47
		SP:Iteration 7Q (60915.940000 sec): 3 clusters
  Score: Raw -130805.713886 + Penalty 2338.679599 = -128467.034288
  nChanged 43
		SP:Iteration 8Q (60916.170000 sec): 3 clusters
  Score: Raw -130850.429446 + Penalty 2338.679599 = -128511.749847
  nChanged 42
		SP:Iteration 9Q (60916.390000 sec): 3 clusters
  Score: Raw -130898.745591 + Penalty 2338.679599 = -128560.065993
  nChanged 32
		SP:Iteration 10Q (60916.610000 sec): 3 clusters
  Score: Raw -130937.977600 + Penalty 2338.679599 = -128599.298001
  nChanged 27
		SP:Iteration 11Q (60916.870000 sec): 3 clusters
  Score: Raw -130961.152718 + Penalty 2338.679599 = -128622.473120
  nChanged 18
		SP:Iteration 12Q (60917.080000 sec): 3 clusters
  Score: Raw -130983.543886 + Penalty 2338.679599 = -128644.864288
  nChanged 15
		SP:Iteration 13Q (60917.260000 sec): 3 clusters
  Score: Raw -131005.384134 + Penalty 2338.679599 = -128666.704535
  nChanged 15
		SP:Iteration 14Q (60917.390000 sec): 3 clusters
  Score: Raw -131023.493643 + Penalty 2338.679599 = -128684.814045
  nChanged 16
		SP:Iteration 15Q (60917.540000 sec): 3 clusters
  Score: Raw -131042.816195 + Penalty 2338.679599 = -128704.136596
  nChanged 11
		SP:Iteration 16Q (60917.700000 sec): 3 clusters
  Score: Raw -131059.362342 + Penalty 2338.679599 = -128720.682743
  nChanged 15
		SP:Iteration 17Q (60917.860000 sec): 3 clusters
  Score: Raw -131076.984454 + Penalty 2338.679599 = -128738.304856
  nChanged 6
		SP:Iteration 18Q (60918.020000 sec): 3 clusters
  Score: Raw -131083.664718 + Penalty 2338.679599 = -128744.985120
  nChanged 3
		SP:Iteration 19Q (60918.180000 sec): 3 clusters
  Score: Raw -131085.913823 + Penalty 2338.679599 = -128747.234225
  nChanged 4
		SP:Iteration 20F (60918.340000 sec): 3 clusters
  Score: Raw -131088.862195 + Penalty 2338.679599 = -128750.182596
  nChanged 2
		SP:Iteration 21Q (60918.500000 sec): 3 clusters
  Score: Raw -131090.478503 + Penalty 2338.679599 = -128751.798905
  nChanged 1
		SP:Iteration 22Q (60918.660000 sec): 3 clusters
  Score: Raw -131091.001575 + Penalty 2338.679599 = -128752.321976
  nChanged 1
		SP:Iteration 23Q (60918.820000 sec): 3 clusters
  Score: Raw -131091.247220 + Penalty 2338.679599 = -128752.567621
  nChanged 0
		SP:Iteration 24F (60918.980000 sec): 3 clusters
  Score: Raw -131091.247220 + Penalty 2338.679599 = -128752.567621
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (39344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60919.300000 sec): 2 clusters
  Score: Raw -4351052.528176 + Penalty 1719.266049 = -4349333.262127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60919.800000 sec): 3 clusters
  Score: Raw -4326407.356382 + Penalty 3438.532098 = -4322968.824283
  nChanged 18289
		SP:Iteration 1F (60920.250000 sec): 3 clusters
  Score: Raw -4336627.611386 + Penalty 3438.532098 = -4333189.079288
  nChanged 1499
		SP:Iteration 2Q (60920.720000 sec): 3 clusters
  Score: Raw -4336998.014808 + Penalty 3438.532098 = -4333559.482709
  nChanged 1322
		SP:Iteration 3Q (60921.190000 sec): 3 clusters
  Score: Raw -4337346.854151 + Penalty 3438.532098 = -4333908.322052
  nChanged 1340
		SP:Iteration 4Q (60921.660000 sec): 3 clusters
  Score: Raw -4337763.837849 + Penalty 3438.532098 = -4334325.305751
  nChanged 1446
		SP:Iteration 5Q (60922.130000 sec): 3 clusters
  Score: Raw -4338249.805200 + Penalty 3438.532098 = -4334811.273101
  nChanged 1542
		SP:Iteration 6Q (60922.630000 sec): 3 clusters
  Score: Raw -4338834.014506 + Penalty 3438.532098 = -4335395.482408
  nChanged 1673
		SP:Iteration 7Q (60923.130000 sec): 3 clusters
  Score: Raw -4339554.199960 + Penalty 3438.532098 = -4336115.667861
  nChanged 1823
		SP:Iteration 8Q (60923.550000 sec): 3 clusters
  Score: Raw -4340481.359909 + Penalty 3438.532098 = -4337042.827811
  nChanged 2001
		SP:Iteration 9F (60923.980000 sec): 3 clusters
  Score: Raw -4341685.206401 + Penalty 3438.532098 = -4338246.674303
  nChanged 2185
		SP:Iteration 10F (60924.410000 sec): 3 clusters
  Score: Raw -4343107.446516 + Penalty 3438.532098 = -4339668.914417
  nChanged 2016
		SP:Iteration 11F (60924.830000 sec): 3 clusters
  Score: Raw -4344271.691199 + Penalty 3438.532098 = -4340833.159100
  nChanged 1604
		SP:Iteration 12Q (60925.300000 sec): 3 clusters
  Score: Raw -4344903.006187 + Penalty 3438.532098 = -4341464.474088
  nChanged 1055
		SP:Iteration 13Q (60925.760000 sec): 3 clusters
  Score: Raw -4345150.445778 + Penalty 3438.532098 = -4341711.913679
  nChanged 578
		SP:Iteration 14Q (60926.230000 sec): 3 clusters
  Score: Raw -4345237.163949 + Penalty 3438.532098 = -4341798.631851
  nChanged 359
		SP:Iteration 15Q (60926.690000 sec): 3 clusters
  Score: Raw -4345291.045716 + Penalty 3438.532098 = -4341852.513617
  nChanged 288
		SP:Iteration 16Q (60927.150000 sec): 3 clusters
  Score: Raw -4345333.982547 + Penalty 3438.532098 = -4341895.450448
  nChanged 286
		SP:Iteration 17Q (60927.610000 sec): 3 clusters
  Score: Raw -4345375.954675 + Penalty 3438.532098 = -4341937.422577
  nChanged 284
		SP:Iteration 18Q (60928.090000 sec): 3 clusters
  Score: Raw -4345417.805978 + Penalty 3438.532098 = -4341979.273880
  nChanged 284
		SP:Iteration 19Q (60928.470000 sec): 3 clusters
  Score: Raw -4345462.015567 + Penalty 3438.532098 = -4342023.483468
  nChanged 270
		SP:Iteration 20F (60928.860000 sec): 3 clusters
  Score: Raw -4345501.041245 + Penalty 3438.532098 = -4342062.509147
  nChanged 263
		SP:Iteration 21Q (60929.230000 sec): 3 clusters
  Score: Raw -4345539.080402 + Penalty 3438.532098 = -4342100.548304
  nChanged 267
		SP:Iteration 22Q (60929.630000 sec): 3 clusters
  Score: Raw -4345582.962561 + Penalty 3438.532098 = -4342144.430462
  nChanged 292
		SP:Iteration 23Q (60930.020000 sec): 3 clusters
  Score: Raw -4345633.677869 + Penalty 3438.532098 = -4342195.145771
  nChanged 331
		SP:Iteration 24Q (60930.440000 sec): 3 clusters
  Score: Raw -4345697.160071 + Penalty 3438.532098 = -4342258.627972
  nChanged 356
		SP:Iteration 25Q (60930.890000 sec): 3 clusters
  Score: Raw -4345762.860315 + Penalty 3438.532098 = -4342324.328216
  nChanged 332
		SP:Iteration 26Q (60931.310000 sec): 3 clusters
  Score: Raw -4345829.543758 + Penalty 3438.532098 = -4342391.011659
  nChanged 370
		SP:Iteration 27Q (60931.740000 sec): 3 clusters
  Score: Raw -4345906.277110 + Penalty 3438.532098 = -4342467.745012
  nChanged 408
		SP:Iteration 28Q (60932.170000 sec): 3 clusters
  Score: Raw -4345997.287608 + Penalty 3438.532098 = -4342558.755510
  nChanged 446
		SP:Iteration 29Q (60932.600000 sec): 3 clusters
  Score: Raw -4346107.888391 + Penalty 3438.532098 = -4342669.356293
  nChanged 491
		SP:Iteration 30Q (60933.030000 sec): 3 clusters
  Score: Raw -4346239.894183 + Penalty 3438.532098 = -4342801.362085
  nChanged 504
		SP:Iteration 31Q (60933.420000 sec): 3 clusters
  Score: Raw -4346391.958187 + Penalty 3438.532098 = -4342953.426088
  nChanged 552
		SP:Iteration 32Q (60933.830000 sec): 3 clusters
  Score: Raw -4346593.711512 + Penalty 3438.532098 = -4343155.179413
  nChanged 614
		SP:Iteration 33Q (60934.190000 sec): 3 clusters
  Score: Raw -4346838.187655 + Penalty 3438.532098 = -4343399.655556
  nChanged 648
		SP:Iteration 34Q (60934.520000 sec): 3 clusters
  Score: Raw -4347103.887121 + Penalty 3438.532098 = -4343665.355023
  nChanged 684
		SP:Iteration 35Q (60934.910000 sec): 3 clusters
  Score: Raw -4347402.488424 + Penalty 3438.532098 = -4343963.956326
  nChanged 691
		SP:Iteration 36Q (60935.260000 sec): 3 clusters
  Score: Raw -4347695.775716 + Penalty 3438.532098 = -4344257.243617
  nChanged 641
		SP:Iteration 37Q (60935.620000 sec): 3 clusters
  Score: Raw -4347972.575270 + Penalty 3438.532098 = -4344534.043172
  nChanged 634
		SP:Iteration 38Q (60935.990000 sec): 3 clusters
  Score: Raw -4348246.898703 + Penalty 3438.532098 = -4344808.366605
  nChanged 585
		SP:Iteration 39Q (60936.400000 sec): 3 clusters
  Score: Raw -4348484.908420 + Penalty 3438.532098 = -4345046.376322
  nChanged 555
		SP:Iteration 40F (60936.820000 sec): 3 clusters
  Score: Raw -4348704.393838 + Penalty 3438.532098 = -4345265.861740
  nChanged 505
		SP:Iteration 41Q (60937.190000 sec): 3 clusters
  Score: Raw -4348902.161482 + Penalty 3438.532098 = -4345463.629383
  nChanged 473
		SP:Iteration 42Q (60937.560000 sec): 3 clusters
  Score: Raw -4349087.830335 + Penalty 3438.532098 = -4345649.298237
  nChanged 474
		SP:Iteration 43Q (60938.000000 sec): 3 clusters
  Score: Raw -4349267.892885 + Penalty 3438.532098 = -4345829.360787
  nChanged 451
		SP:Iteration 44Q (60938.370000 sec): 3 clusters
  Score: Raw -4349433.917343 + Penalty 3438.532098 = -4345995.385245
  nChanged 416
		SP:Iteration 45Q (60938.770000 sec): 3 clusters
  Score: Raw -4349590.934170 + Penalty 3438.532098 = -4346152.402072
  nChanged 399
		SP:Iteration 46Q (60939.210000 sec): 3 clusters
  Score: Raw -4349737.511732 + Penalty 3438.532098 = -4346298.979634
  nChanged 386
		SP:Iteration 47Q (60939.540000 sec): 3 clusters
  Score: Raw -4349884.057852 + Penalty 3438.532098 = -4346445.525753
  nChanged 366
		SP:Iteration 48Q (60939.880000 sec): 3 clusters
  Score: Raw -4350023.282685 + Penalty 3438.532098 = -4346584.750587
  nChanged 359
		SP:Iteration 49Q (60940.260000 sec): 3 clusters
  Score: Raw -4350164.540450 + Penalty 3438.532098 = -4346726.008351
  nChanged 319
		SP:Iteration 50Q (60940.660000 sec): 3 clusters
  Score: Raw -4350280.974782 + Penalty 3438.532098 = -4346842.442684
  nChanged 270
		SP:Iteration 51Q (60941.020000 sec): 3 clusters
  Score: Raw -4350380.364215 + Penalty 3438.532098 = -4346941.832116
  nChanged 272
		SP:Iteration 52Q (60941.400000 sec): 3 clusters
  Score: Raw -4350486.267546 + Penalty 3438.532098 = -4347047.735447
  nChanged 269
		SP:Iteration 53Q (60941.800000 sec): 3 clusters
  Score: Raw -4350597.588715 + Penalty 3438.532098 = -4347159.056617
  nChanged 245
		SP:Iteration 54Q (60942.160000 sec): 3 clusters
  Score: Raw -4350701.813506 + Penalty 3438.532098 = -4347263.281408
  nChanged 201
		SP:Iteration 55Q (60942.610000 sec): 3 clusters
  Score: Raw -4350781.065951 + Penalty 3438.532098 = -4347342.533852
  nChanged 173
		SP:Iteration 56Q (60942.940000 sec): 3 clusters
  Score: Raw -4350845.389446 + Penalty 3438.532098 = -4347406.857348
  nChanged 151
		SP:Iteration 57Q (60943.280000 sec): 3 clusters
  Score: Raw -4350900.022468 + Penalty 3438.532098 = -4347461.490369
  nChanged 117
		SP:Iteration 58Q (60943.620000 sec): 3 clusters
  Score: Raw -4350945.334526 + Penalty 3438.532098 = -4347506.802427
  nChanged 132
		SP:Iteration 59Q (60943.950000 sec): 3 clusters
  Score: Raw -4350998.237737 + Penalty 3438.532098 = -4347559.705639
  nChanged 110
		SP:Iteration 60F (60944.350000 sec): 3 clusters
  Score: Raw -4351042.345133 + Penalty 3438.532098 = -4347603.813034
  nChanged 93
		SP:Iteration 61Q (60944.740000 sec): 3 clusters
  Score: Raw -4351074.238793 + Penalty 3438.532098 = -4347635.706695
  nChanged 65
		SP:Iteration 62Q (60945.140000 sec): 3 clusters
  Score: Raw -4351099.143225 + Penalty 3438.532098 = -4347660.611127
  nChanged 65
		SP:Iteration 63Q (60945.470000 sec): 3 clusters
  Score: Raw -4351121.663034 + Penalty 3438.532098 = -4347683.130935
  nChanged 54
		SP:Iteration 64Q (60945.780000 sec): 3 clusters
  Score: Raw -4351141.680789 + Penalty 3438.532098 = -4347703.148690
  nChanged 51
		SP:Iteration 65Q (60946.120000 sec): 3 clusters
  Score: Raw -4351161.643792 + Penalty 3438.532098 = -4347723.111694
  nChanged 58
		SP:Iteration 66Q (60946.460000 sec): 3 clusters
  Score: Raw -4351187.196069 + Penalty 3438.532098 = -4347748.663970
  nChanged 51
		SP:Iteration 67Q (60946.830000 sec): 3 clusters
  Score: Raw -4351211.455486 + Penalty 3438.532098 = -4347772.923388
  nChanged 50
		SP:Iteration 68Q (60947.220000 sec): 3 clusters
  Score: Raw -4351235.051261 + Penalty 3438.532098 = -4347796.519163
  nChanged 43
		SP:Iteration 69Q (60947.530000 sec): 3 clusters
  Score: Raw -4351254.222422 + Penalty 3438.532098 = -4347815.690324
  nChanged 44
		SP:Iteration 70Q (60947.890000 sec): 3 clusters
  Score: Raw -4351274.612961 + Penalty 3438.532098 = -4347836.080863
  nChanged 31
		SP:Iteration 71Q (60948.200000 sec): 3 clusters
  Score: Raw -4351285.078939 + Penalty 3438.532098 = -4347846.546841
  nChanged 23
		SP:Iteration 72Q (60948.530000 sec): 3 clusters
  Score: Raw -4351292.614152 + Penalty 3438.532098 = -4347854.082053
  nChanged 19
		SP:Iteration 73Q (60948.850000 sec): 3 clusters
  Score: Raw -4351298.632243 + Penalty 3438.532098 = -4347860.100144
  nChanged 13
		SP:Iteration 74Q (60949.190000 sec): 3 clusters
  Score: Raw -4351302.918841 + Penalty 3438.532098 = -4347864.386743
  nChanged 14
		SP:Iteration 75Q (60949.610000 sec): 3 clusters
  Score: Raw -4351307.636259 + Penalty 3438.532098 = -4347869.104161
  nChanged 15
		SP:Iteration 76Q (60949.960000 sec): 3 clusters
  Score: Raw -4351313.031907 + Penalty 3438.532098 = -4347874.499808
  nChanged 14
		SP:Iteration 77Q (60950.250000 sec): 3 clusters
  Score: Raw -4351318.302614 + Penalty 3438.532098 = -4347879.770516
  nChanged 14
		SP:Iteration 78Q (60950.630000 sec): 3 clusters
  Score: Raw -4351323.086474 + Penalty 3438.532098 = -4347884.554376
  nChanged 8
		SP:Iteration 79Q (60950.970000 sec): 3 clusters
  Score: Raw -4351325.604261 + Penalty 3438.532098 = -4347887.072163
  nChanged 8
		SP:Iteration 80F (60951.270000 sec): 3 clusters
  Score: Raw -4351329.178204 + Penalty 3438.532098 = -4347890.646105
  nChanged 13
		SP:Iteration 81Q (60951.620000 sec): 3 clusters
  Score: Raw -4351333.644231 + Penalty 3438.532098 = -4347895.112133
  nChanged 9
		SP:Iteration 82Q (60951.960000 sec): 3 clusters
  Score: Raw -4351336.600749 + Penalty 3438.532098 = -4347898.068651
  nChanged 5
		SP:Iteration 83Q (60952.330000 sec): 3 clusters
  Score: Raw -4351337.992300 + Penalty 3438.532098 = -4347899.460202
  nChanged 3
		SP:Iteration 84Q (60952.690000 sec): 3 clusters
  Score: Raw -4351338.835323 + Penalty 3438.532098 = -4347900.303225
  nChanged 0
		SP:Iteration 85F (60953.030000 sec): 3 clusters
  Score: Raw -4351338.835323 + Penalty 3438.532098 = -4347900.303225
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60953.240000 sec): 2 clusters
  Score: Raw -3235825.606088 + Penalty 1684.780781 = -3234140.825307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60953.600000 sec): 3 clusters
  Score: Raw -3216291.886005 + Penalty 3369.561562 = -3212922.324444
  nChanged 14621
		SP:Iteration 1F (60953.970000 sec): 3 clusters
  Score: Raw -3224608.605108 + Penalty 3369.561562 = -3221239.043547
  nChanged 1459
		SP:Iteration 2Q (60954.380000 sec): 3 clusters
  Score: Raw -3225179.910480 + Penalty 3369.561562 = -3221810.348919
  nChanged 1530
		SP:Iteration 3Q (60954.810000 sec): 3 clusters
  Score: Raw -3225865.512272 + Penalty 3369.561562 = -3222495.950710
  nChanged 1677
		SP:Iteration 4F (60955.180000 sec): 3 clusters
  Score: Raw -3226775.627872 + Penalty 3369.561562 = -3223406.066310
  nChanged 1986
		SP:Iteration 5F (60955.500000 sec): 3 clusters
  Score: Raw -3228111.676808 + Penalty 3369.561562 = -3224742.115246
  nChanged 2270
		SP:Iteration 6F (60955.860000 sec): 3 clusters
  Score: Raw -3229809.508991 + Penalty 3369.561562 = -3226439.947430
  nChanged 2261
		SP:Iteration 7F (60956.240000 sec): 3 clusters
  Score: Raw -3231795.953690 + Penalty 3369.561562 = -3228426.392129
  nChanged 1990
		SP:Iteration 8F (60956.580000 sec): 3 clusters
  Score: Raw -3233652.846238 + Penalty 3369.561562 = -3230283.284677
  nChanged 1407
		SP:Iteration 9Q (60956.940000 sec): 3 clusters
  Score: Raw -3235025.028078 + Penalty 3369.561562 = -3231655.466516
  nChanged 870
		SP:Iteration 10Q (60957.250000 sec): 3 clusters
  Score: Raw -3235981.518646 + Penalty 3369.561562 = -3232611.957084
  nChanged 557
		SP:Iteration 11Q (60957.570000 sec): 3 clusters
  Score: Raw -3236658.998158 + Penalty 3369.561562 = -3233289.436597
  nChanged 343
		SP:Iteration 12Q (60957.940000 sec): 3 clusters
  Score: Raw -3236999.510378 + Penalty 3369.561562 = -3233629.948816
  nChanged 224
		SP:Iteration 13Q (60958.250000 sec): 3 clusters
  Score: Raw -3237140.217771 + Penalty 3369.561562 = -3233770.656209
  nChanged 135
		SP:Iteration 14Q (60958.610000 sec): 3 clusters
  Score: Raw -3237191.074349 + Penalty 3369.561562 = -3233821.512788
  nChanged 97
		SP:Iteration 15Q (60958.890000 sec): 3 clusters
  Score: Raw -3237216.244831 + Penalty 3369.561562 = -3233846.683269
  nChanged 64
		SP:Iteration 16Q (60959.200000 sec): 3 clusters
  Score: Raw -3237230.952359 + Penalty 3369.561562 = -3233861.390797
  nChanged 40
		SP:Iteration 17Q (60959.480000 sec): 3 clusters
  Score: Raw -3237237.946334 + Penalty 3369.561562 = -3233868.384772
  nChanged 13
		SP:Iteration 18Q (60959.800000 sec): 3 clusters
  Score: Raw -3237239.954159 + Penalty 3369.561562 = -3233870.392597
  nChanged 17
		SP:Iteration 19Q (60960.140000 sec): 3 clusters
  Score: Raw -3237241.999960 + Penalty 3369.561562 = -3233872.438398
  nChanged 6
		SP:Iteration 20F (60960.480000 sec): 3 clusters
  Score: Raw -3237242.693368 + Penalty 3369.561562 = -3233873.131807
  nChanged 5
		SP:Iteration 21Q (60960.830000 sec): 3 clusters
  Score: Raw -3237243.231564 + Penalty 3369.561562 = -3233873.670003
  nChanged 6
		SP:Iteration 22Q (60961.180000 sec): 3 clusters
  Score: Raw -3237243.918991 + Penalty 3369.561562 = -3233874.357429
  nChanged 4
		SP:Iteration 23Q (60961.520000 sec): 3 clusters
  Score: Raw -3237244.518509 + Penalty 3369.561562 = -3233874.956947
  nChanged 3
		SP:Iteration 24Q (60961.880000 sec): 3 clusters
  Score: Raw -3237244.822869 + Penalty 3369.561562 = -3233875.261307
  nChanged 1
		SP:Iteration 25Q (60962.220000 sec): 3 clusters
  Score: Raw -3237244.889453 + Penalty 3369.561562 = -3233875.327891
  nChanged 1
		SP:Iteration 26Q (60962.580000 sec): 3 clusters
  Score: Raw -3237244.942397 + Penalty 3369.561562 = -3233875.380835
  nChanged 0
		SP:Iteration 27F (60962.960000 sec): 3 clusters
  Score: Raw -3237244.942397 + Penalty 3369.561562 = -3233875.380835
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60963.070000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60963.280000 sec): 3 clusters
  Score: Raw -60349.701920 + Penalty 2081.699249 = -58268.002671
  nChanged 159
		SP:Iteration 1F (60963.520000 sec): 3 clusters
  Score: Raw -60602.692458 + Penalty 2081.699249 = -58520.993209
  nChanged 52
		SP:Iteration 2F (60963.720000 sec): 3 clusters
  Score: Raw -60688.089966 + Penalty 2081.699249 = -58606.390717
  nChanged 26
		SP:Iteration 3Q (60963.900000 sec): 3 clusters
  Score: Raw -60743.010777 + Penalty 2081.699249 = -58661.311528
  nChanged 12
		SP:Iteration 4Q (60964.100000 sec): 3 clusters
  Score: Raw -60759.760218 + Penalty 2081.699249 = -58678.060969
  nChanged 6
		SP:Iteration 5Q (60964.320000 sec): 3 clusters
  Score: Raw -60770.724726 + Penalty 2081.699249 = -58689.025477
  nChanged 4
		SP:Iteration 6Q (60964.500000 sec): 3 clusters
  Score: Raw -60775.580719 + Penalty 2081.699249 = -58693.881470
  nChanged 2
		SP:Iteration 7Q (60964.720000 sec): 3 clusters
  Score: Raw -60778.559390 + Penalty 2081.699249 = -58696.860142
  nChanged 4
		SP:Iteration 8Q (60964.930000 sec): 3 clusters
  Score: Raw -60782.586989 + Penalty 2081.699249 = -58700.887740
  nChanged 1
		SP:Iteration 9Q (60965.140000 sec): 3 clusters
  Score: Raw -60782.927871 + Penalty 2081.699249 = -58701.228623
  nChanged 0
		SP:Iteration 10F (60965.290000 sec): 3 clusters
  Score: Raw -60782.927871 + Penalty 2081.699249 = -58701.228623
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60965.530000 sec): 2 clusters
  Score: Raw -1501020.614888 + Penalty 1553.261029 = -1499467.353858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60965.880000 sec): 3 clusters
  Score: Raw -1492756.194522 + Penalty 3106.522059 = -1489649.672463
  nChanged 6319
		SP:Iteration 1F (60966.060000 sec): 3 clusters
  Score: Raw -1496312.501850 + Penalty 3106.522059 = -1493205.979791
  nChanged 953
		SP:Iteration 2F (60966.350000 sec): 3 clusters
  Score: Raw -1496805.238951 + Penalty 3106.522059 = -1493698.716892
  nChanged 902
		SP:Iteration 3F (60966.630000 sec): 3 clusters
  Score: Raw -1497299.202134 + Penalty 3106.522059 = -1494192.680075
  nChanged 874
		SP:Iteration 4F (60966.930000 sec): 3 clusters
  Score: Raw -1497781.778053 + Penalty 3106.522059 = -1494675.255994
  nChanged 831
		SP:Iteration 5F (60967.150000 sec): 3 clusters
  Score: Raw -1498268.927683 + Penalty 3106.522059 = -1495162.405624
  nChanged 842
		SP:Iteration 6F (60967.450000 sec): 3 clusters
  Score: Raw -1498735.269160 + Penalty 3106.522059 = -1495628.747101
  nChanged 763
		SP:Iteration 7F (60967.670000 sec): 3 clusters
  Score: Raw -1499122.184598 + Penalty 3106.522059 = -1496015.662539
  nChanged 592
		SP:Iteration 8Q (60968.010000 sec): 3 clusters
  Score: Raw -1499373.121636 + Penalty 3106.522059 = -1496266.599577
  nChanged 453
		SP:Iteration 9Q (60968.260000 sec): 3 clusters
  Score: Raw -1499531.633082 + Penalty 3106.522059 = -1496425.111023
  nChanged 321
		SP:Iteration 10Q (60968.490000 sec): 3 clusters
  Score: Raw -1499635.932259 + Penalty 3106.522059 = -1496529.410200
  nChanged 235
		SP:Iteration 11Q (60968.760000 sec): 3 clusters
  Score: Raw -1499697.687030 + Penalty 3106.522059 = -1496591.164971
  nChanged 176
		SP:Iteration 12Q (60968.970000 sec): 3 clusters
  Score: Raw -1499740.463980 + Penalty 3106.522059 = -1496633.941921
  nChanged 154
		SP:Iteration 13Q (60969.230000 sec): 3 clusters
  Score: Raw -1499773.517850 + Penalty 3106.522059 = -1496666.995791
  nChanged 108
		SP:Iteration 14Q (60969.440000 sec): 3 clusters
  Score: Raw -1499793.664717 + Penalty 3106.522059 = -1496687.142658
  nChanged 90
		SP:Iteration 15Q (60969.690000 sec): 3 clusters
  Score: Raw -1499811.609623 + Penalty 3106.522059 = -1496705.087564
  nChanged 84
		SP:Iteration 16Q (60970.030000 sec): 3 clusters
  Score: Raw -1499828.598103 + Penalty 3106.522059 = -1496722.076044
  nChanged 70
		SP:Iteration 17Q (60970.250000 sec): 3 clusters
  Score: Raw -1499841.734711 + Penalty 3106.522059 = -1496735.212652
  nChanged 57
		SP:Iteration 18Q (60970.470000 sec): 3 clusters
  Score: Raw -1499852.806805 + Penalty 3106.522059 = -1496746.284746
  nChanged 58
		SP:Iteration 19Q (60970.770000 sec): 3 clusters
  Score: Raw -1499861.500095 + Penalty 3106.522059 = -1496754.978036
  nChanged 44
		SP:Iteration 20F (60971.090000 sec): 3 clusters
  Score: Raw -1499867.395672 + Penalty 3106.522059 = -1496760.873613
  nChanged 40
		SP:Iteration 21Q (60971.310000 sec): 3 clusters
  Score: Raw -1499874.504019 + Penalty 3106.522059 = -1496767.981960
  nChanged 47
		SP:Iteration 22Q (60971.570000 sec): 3 clusters
  Score: Raw -1499882.567087 + Penalty 3106.522059 = -1496776.045028
  nChanged 46
		SP:Iteration 23Q (60971.860000 sec): 3 clusters
  Score: Raw -1499890.121903 + Penalty 3106.522059 = -1496783.599844
  nChanged 44
		SP:Iteration 24Q (60972.170000 sec): 3 clusters
  Score: Raw -1499897.430429 + Penalty 3106.522059 = -1496790.908370
  nChanged 46
		SP:Iteration 25Q (60972.470000 sec): 3 clusters
  Score: Raw -1499905.655830 + Penalty 3106.522059 = -1496799.133771
  nChanged 53
		SP:Iteration 26Q (60972.740000 sec): 3 clusters
  Score: Raw -1499916.589456 + Penalty 3106.522059 = -1496810.067397
  nChanged 69
		SP:Iteration 27Q (60972.980000 sec): 3 clusters
  Score: Raw -1499930.533110 + Penalty 3106.522059 = -1496824.011051
  nChanged 71
		SP:Iteration 28Q (60973.230000 sec): 3 clusters
  Score: Raw -1499946.063355 + Penalty 3106.522059 = -1496839.541296
  nChanged 71
		SP:Iteration 29Q (60973.430000 sec): 3 clusters
  Score: Raw -1499964.928573 + Penalty 3106.522059 = -1496858.406514
  nChanged 83
		SP:Iteration 30Q (60973.710000 sec): 3 clusters
  Score: Raw -1499989.740779 + Penalty 3106.522059 = -1496883.218720
  nChanged 98
		SP:Iteration 31Q (60974.000000 sec): 3 clusters
  Score: Raw -1500022.192120 + Penalty 3106.522059 = -1496915.670061
  nChanged 115
		SP:Iteration 32Q (60974.240000 sec): 3 clusters
  Score: Raw -1500059.394063 + Penalty 3106.522059 = -1496952.872004
  nChanged 126
		SP:Iteration 33Q (60974.500000 sec): 3 clusters
  Score: Raw -1500110.929762 + Penalty 3106.522059 = -1497004.407703
  nChanged 155
		SP:Iteration 34Q (60974.860000 sec): 3 clusters
  Score: Raw -1500179.902722 + Penalty 3106.522059 = -1497073.380663
  nChanged 162
		SP:Iteration 35Q (60975.120000 sec): 3 clusters
  Score: Raw -1500260.450173 + Penalty 3106.522059 = -1497153.928114
  nChanged 186
		SP:Iteration 36Q (60975.410000 sec): 3 clusters
  Score: Raw -1500350.441327 + Penalty 3106.522059 = -1497243.919268
  nChanged 187
		SP:Iteration 37Q (60975.660000 sec): 3 clusters
  Score: Raw -1500453.051625 + Penalty 3106.522059 = -1497346.529566
  nChanged 194
		SP:Iteration 38Q (60975.930000 sec): 3 clusters
  Score: Raw -1500566.203135 + Penalty 3106.522059 = -1497459.681076
  nChanged 165
		SP:Iteration 39Q (60976.160000 sec): 3 clusters
  Score: Raw -1500663.304219 + Penalty 3106.522059 = -1497556.782160
  nChanged 156
		SP:Iteration 40F (60976.420000 sec): 3 clusters
  Score: Raw -1500755.339900 + Penalty 3106.522059 = -1497648.817841
  nChanged 157
		SP:Iteration 41Q (60976.630000 sec): 3 clusters
  Score: Raw -1500853.628036 + Penalty 3106.522059 = -1497747.105977
  nChanged 128
		SP:Iteration 42Q (60976.890000 sec): 3 clusters
  Score: Raw -1500946.117611 + Penalty 3106.522059 = -1497839.595552
  nChanged 102
		SP:Iteration 43Q (60977.150000 sec): 3 clusters
  Score: Raw -1501008.469945 + Penalty 3106.522059 = -1497901.947886
  nChanged 73
		SP:Iteration 44Q (60977.330000 sec): 3 clusters
  Score: Raw -1501058.733055 + Penalty 3106.522059 = -1497952.210996
  nChanged 60
		SP:Iteration 45Q (60977.610000 sec): 3 clusters
  Score: Raw -1501099.270497 + Penalty 3106.522059 = -1497992.748438
  nChanged 48
		SP:Iteration 46Q (60977.830000 sec): 3 clusters
  Score: Raw -1501134.870959 + Penalty 3106.522059 = -1498028.348900
  nChanged 38
		SP:Iteration 47Q (60978.110000 sec): 3 clusters
  Score: Raw -1501158.367732 + Penalty 3106.522059 = -1498051.845673
  nChanged 26
		SP:Iteration 48Q (60978.390000 sec): 3 clusters
  Score: Raw -1501175.266445 + Penalty 3106.522059 = -1498068.744386
  nChanged 18
		SP:Iteration 49Q (60978.660000 sec): 3 clusters
  Score: Raw -1501185.293148 + Penalty 3106.522059 = -1498078.771089
  nChanged 17
		SP:Iteration 50Q (60978.840000 sec): 3 clusters
  Score: Raw -1501194.569508 + Penalty 3106.522059 = -1498088.047449
  nChanged 14
		SP:Iteration 51Q (60979.090000 sec): 3 clusters
  Score: Raw -1501204.154888 + Penalty 3106.522059 = -1498097.632829
  nChanged 10
		SP:Iteration 52Q (60979.310000 sec): 3 clusters
  Score: Raw -1501210.087435 + Penalty 3106.522059 = -1498103.565376
  nChanged 12
		SP:Iteration 53Q (60979.540000 sec): 3 clusters
  Score: Raw -1501219.876818 + Penalty 3106.522059 = -1498113.354759
  nChanged 9
		SP:Iteration 54Q (60979.770000 sec): 3 clusters
  Score: Raw -1501227.570140 + Penalty 3106.522059 = -1498121.048081
  nChanged 8
		SP:Iteration 55Q (60980.010000 sec): 3 clusters
  Score: Raw -1501233.703849 + Penalty 3106.522059 = -1498127.181790
  nChanged 9
		SP:Iteration 56Q (60980.270000 sec): 3 clusters
  Score: Raw -1501239.309049 + Penalty 3106.522059 = -1498132.786990
  nChanged 6
		SP:Iteration 57Q (60980.520000 sec): 3 clusters
  Score: Raw -1501244.454710 + Penalty 3106.522059 = -1498137.932651
  nChanged 6
		SP:Iteration 58Q (60980.800000 sec): 3 clusters
  Score: Raw -1501249.990925 + Penalty 3106.522059 = -1498143.468866
  nChanged 10
		SP:Iteration 59Q (60981.050000 sec): 3 clusters
  Score: Raw -1501257.369209 + Penalty 3106.522059 = -1498150.847150
  nChanged 5
		SP:Iteration 60F (60981.280000 sec): 3 clusters
  Score: Raw -1501260.744978 + Penalty 3106.522059 = -1498154.222919
  nChanged 2
		SP:Iteration 61Q (60981.500000 sec): 3 clusters
  Score: Raw -1501261.978124 + Penalty 3106.522059 = -1498155.456065
  nChanged 2
		SP:Iteration 62Q (60981.720000 sec): 3 clusters
  Score: Raw -1501263.507056 + Penalty 3106.522059 = -1498156.984997
  nChanged 1
		SP:Iteration 63Q (60981.930000 sec): 3 clusters
  Score: Raw -1501264.751819 + Penalty 3106.522059 = -1498158.229760
  nChanged 2
		SP:Iteration 64Q (60982.160000 sec): 3 clusters
  Score: Raw -1501265.856094 + Penalty 3106.522059 = -1498159.334035
  nChanged 0
		SP:Iteration 65F (60982.470000 sec): 3 clusters
  Score: Raw -1501265.856094 + Penalty 3106.522059 = -1498159.334035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60982.690000 sec): 2 clusters
  Score: Raw -2483092.741448 + Penalty 1638.088608 = -2481454.652840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60983.000000 sec): 3 clusters
  Score: Raw -2468579.084733 + Penalty 3276.177216 = -2465302.907517
  nChanged 10920
		SP:Iteration 1F (60983.270000 sec): 3 clusters
  Score: Raw -2474577.723390 + Penalty 3276.177216 = -2471301.546174
  nChanged 1295
		SP:Iteration 2F (60983.640000 sec): 3 clusters
  Score: Raw -2475062.061181 + Penalty 3276.177216 = -2471785.883965
  nChanged 1217
		SP:Iteration 3F (60983.960000 sec): 3 clusters
  Score: Raw -2475504.916112 + Penalty 3276.177216 = -2472228.738896
  nChanged 1098
		SP:Iteration 4Q (60984.310000 sec): 3 clusters
  Score: Raw -2475948.871034 + Penalty 3276.177216 = -2472672.693818
  nChanged 1073
		SP:Iteration 5Q (60984.610000 sec): 3 clusters
  Score: Raw -2476389.989519 + Penalty 3276.177216 = -2473113.812303
  nChanged 1063
		SP:Iteration 6Q (60985.060000 sec): 3 clusters
  Score: Raw -2476846.569231 + Penalty 3276.177216 = -2473570.392015
  nChanged 1038
		SP:Iteration 7Q (60985.340000 sec): 3 clusters
  Score: Raw -2477343.862537 + Penalty 3276.177216 = -2474067.685321
  nChanged 1086
		SP:Iteration 8Q (60985.740000 sec): 3 clusters
  Score: Raw -2477921.953012 + Penalty 3276.177216 = -2474645.775796
  nChanged 1164
		SP:Iteration 9Q (60986.060000 sec): 3 clusters
  Score: Raw -2478643.238854 + Penalty 3276.177216 = -2475367.061638
  nChanged 1219
		SP:Iteration 10F (60986.410000 sec): 3 clusters
  Score: Raw -2479413.303573 + Penalty 3276.177216 = -2476137.126357
  nChanged 1067
		SP:Iteration 11Q (60986.750000 sec): 3 clusters
  Score: Raw -2480109.119751 + Penalty 3276.177216 = -2476832.942535
  nChanged 943
		SP:Iteration 12Q (60987.050000 sec): 3 clusters
  Score: Raw -2480647.276502 + Penalty 3276.177216 = -2477371.099286
  nChanged 740
		SP:Iteration 13Q (60987.480000 sec): 3 clusters
  Score: Raw -2480985.453299 + Penalty 3276.177216 = -2477709.276083
  nChanged 539
		SP:Iteration 14Q (60987.810000 sec): 3 clusters
  Score: Raw -2481207.872816 + Penalty 3276.177216 = -2477931.695600
  nChanged 428
		SP:Iteration 15Q (60988.180000 sec): 3 clusters
  Score: Raw -2481364.074332 + Penalty 3276.177216 = -2478087.897116
  nChanged 352
		SP:Iteration 16Q (60988.480000 sec): 3 clusters
  Score: Raw -2481480.548979 + Penalty 3276.177216 = -2478204.371763
  nChanged 308
		SP:Iteration 17Q (60988.820000 sec): 3 clusters
  Score: Raw -2481567.246786 + Penalty 3276.177216 = -2478291.069570
  nChanged 268
		SP:Iteration 18Q (60989.170000 sec): 3 clusters
  Score: Raw -2481639.451411 + Penalty 3276.177216 = -2478363.274195
  nChanged 253
		SP:Iteration 19Q (60989.470000 sec): 3 clusters
  Score: Raw -2481712.306698 + Penalty 3276.177216 = -2478436.129482
  nChanged 258
		SP:Iteration 20F (60989.770000 sec): 3 clusters
  Score: Raw -2481785.804551 + Penalty 3276.177216 = -2478509.627335
  nChanged 251
		SP:Iteration 21Q (60990.120000 sec): 3 clusters
  Score: Raw -2481864.343432 + Penalty 3276.177216 = -2478588.166216
  nChanged 254
		SP:Iteration 22Q (60990.440000 sec): 3 clusters
  Score: Raw -2481951.609018 + Penalty 3276.177216 = -2478675.431802
  nChanged 266
		SP:Iteration 23Q (60990.740000 sec): 3 clusters
  Score: Raw -2482045.231041 + Penalty 3276.177216 = -2478769.053825
  nChanged 276
		SP:Iteration 24Q (60991.060000 sec): 3 clusters
  Score: Raw -2482144.374239 + Penalty 3276.177216 = -2478868.197023
  nChanged 254
		SP:Iteration 25Q (60991.360000 sec): 3 clusters
  Score: Raw -2482220.844454 + Penalty 3276.177216 = -2478944.667238
  nChanged 214
		SP:Iteration 26Q (60991.680000 sec): 3 clusters
  Score: Raw -2482272.764415 + Penalty 3276.177216 = -2478996.587199
  nChanged 171
		SP:Iteration 27Q (60991.990000 sec): 3 clusters
  Score: Raw -2482313.695105 + Penalty 3276.177216 = -2479037.517889
  nChanged 156
		SP:Iteration 28Q (60992.310000 sec): 3 clusters
  Score: Raw -2482348.511252 + Penalty 3276.177216 = -2479072.334037
  nChanged 152
		SP:Iteration 29Q (60992.620000 sec): 3 clusters
  Score: Raw -2482380.476265 + Penalty 3276.177216 = -2479104.299049
  nChanged 137
		SP:Iteration 30Q (60992.870000 sec): 3 clusters
  Score: Raw -2482405.366760 + Penalty 3276.177216 = -2479129.189545
  nChanged 126
		SP:Iteration 31Q (60993.210000 sec): 3 clusters
  Score: Raw -2482425.380886 + Penalty 3276.177216 = -2479149.203670
  nChanged 89
		SP:Iteration 32Q (60993.610000 sec): 3 clusters
  Score: Raw -2482439.712626 + Penalty 3276.177216 = -2479163.535410
  nChanged 85
		SP:Iteration 33Q (60993.950000 sec): 3 clusters
  Score: Raw -2482451.153713 + Penalty 3276.177216 = -2479174.976497
  nChanged 74
		SP:Iteration 34Q (60994.260000 sec): 3 clusters
  Score: Raw -2482461.707653 + Penalty 3276.177216 = -2479185.530437
  nChanged 64
		SP:Iteration 35Q (60994.550000 sec): 3 clusters
  Score: Raw -2482468.256396 + Penalty 3276.177216 = -2479192.079180
  nChanged 47
		SP:Iteration 36Q (60994.890000 sec): 3 clusters
  Score: Raw -2482473.430423 + Penalty 3276.177216 = -2479197.253208
  nChanged 50
		SP:Iteration 37Q (60995.250000 sec): 3 clusters
  Score: Raw -2482478.837646 + Penalty 3276.177216 = -2479202.660431
  nChanged 40
		SP:Iteration 38Q (60995.530000 sec): 3 clusters
  Score: Raw -2482482.867668 + Penalty 3276.177216 = -2479206.690452
  nChanged 33
		SP:Iteration 39Q (60995.810000 sec): 3 clusters
  Score: Raw -2482484.863070 + Penalty 3276.177216 = -2479208.685854
  nChanged 20
		SP:Iteration 40F (60996.110000 sec): 3 clusters
  Score: Raw -2482485.996898 + Penalty 3276.177216 = -2479209.819682
  nChanged 7
		SP:Iteration 41Q (60996.430000 sec): 3 clusters
  Score: Raw -2482486.235328 + Penalty 3276.177216 = -2479210.058112
  nChanged 5
		SP:Iteration 42Q (60996.740000 sec): 3 clusters
  Score: Raw -2482486.645430 + Penalty 3276.177216 = -2479210.468214
  nChanged 9
		SP:Iteration 43Q (60997.040000 sec): 3 clusters
  Score: Raw -2482487.183556 + Penalty 3276.177216 = -2479211.006340
  nChanged 6
		SP:Iteration 44Q (60997.310000 sec): 3 clusters
  Score: Raw -2482487.486380 + Penalty 3276.177216 = -2479211.309164
  nChanged 8
		SP:Iteration 45Q (60997.570000 sec): 3 clusters
  Score: Raw -2482487.870609 + Penalty 3276.177216 = -2479211.693393
  nChanged 5
		SP:Iteration 46Q (60997.870000 sec): 3 clusters
  Score: Raw -2482488.077968 + Penalty 3276.177216 = -2479211.900753
  nChanged 5
		SP:Iteration 47Q (60998.170000 sec): 3 clusters
  Score: Raw -2482488.282738 + Penalty 3276.177216 = -2479212.105522
  nChanged 6
		SP:Iteration 48Q (60998.530000 sec): 3 clusters
  Score: Raw -2482488.609217 + Penalty 3276.177216 = -2479212.432001
  nChanged 5
		SP:Iteration 49Q (60998.840000 sec): 3 clusters
  Score: Raw -2482488.954169 + Penalty 3276.177216 = -2479212.776953
  nChanged 3
		SP:Iteration 50Q (60999.210000 sec): 3 clusters
  Score: Raw -2482489.224732 + Penalty 3276.177216 = -2479213.047516
  nChanged 6
		SP:Iteration 51Q (60999.520000 sec): 3 clusters
  Score: Raw -2482489.575205 + Penalty 3276.177216 = -2479213.397989
  nChanged 7
		SP:Iteration 52Q (60999.840000 sec): 3 clusters
  Score: Raw -2482490.128974 + Penalty 3276.177216 = -2479213.951758
  nChanged 11
		SP:Iteration 53Q (61000.110000 sec): 3 clusters
  Score: Raw -2482490.912733 + Penalty 3276.177216 = -2479214.735517
  nChanged 12
		SP:Iteration 54Q (61000.480000 sec): 3 clusters
  Score: Raw -2482491.537483 + Penalty 3276.177216 = -2479215.360267
  nChanged 11
		SP:Iteration 55Q (61000.750000 sec): 3 clusters
  Score: Raw -2482492.252612 + Penalty 3276.177216 = -2479216.075397
  nChanged 8
		SP:Iteration 56Q (61001.090000 sec): 3 clusters
  Score: Raw -2482492.717195 + Penalty 3276.177216 = -2479216.539979
  nChanged 8
		SP:Iteration 57Q (61001.390000 sec): 3 clusters
  Score: Raw -2482493.460960 + Penalty 3276.177216 = -2479217.283744
  nChanged 11
		SP:Iteration 58Q (61001.740000 sec): 3 clusters
  Score: Raw -2482494.157947 + Penalty 3276.177216 = -2479217.980731
  nChanged 12
		SP:Iteration 59Q (61002.040000 sec): 3 clusters
  Score: Raw -2482494.896813 + Penalty 3276.177216 = -2479218.719597
  nChanged 13
		SP:Iteration 60F (61002.330000 sec): 3 clusters
  Score: Raw -2482495.755609 + Penalty 3276.177216 = -2479219.578394
  nChanged 10
		SP:Iteration 61Q (61002.680000 sec): 3 clusters
  Score: Raw -2482496.262531 + Penalty 3276.177216 = -2479220.085315
  nChanged 6
		SP:Iteration 62Q (61002.980000 sec): 3 clusters
  Score: Raw -2482496.415070 + Penalty 3276.177216 = -2479220.237854
  nChanged 1
		SP:Iteration 63Q (61003.270000 sec): 3 clusters
  Score: Raw -2482496.476625 + Penalty 3276.177216 = -2479220.299409
  nChanged 3
		SP:Iteration 64Q (61003.540000 sec): 3 clusters
  Score: Raw -2482496.593616 + Penalty 3276.177216 = -2479220.416401
  nChanged 5
		SP:Iteration 65Q (61003.870000 sec): 3 clusters
  Score: Raw -2482496.781755 + Penalty 3276.177216 = -2479220.604539
  nChanged 1
		SP:Iteration 66Q (61004.150000 sec): 3 clusters
  Score: Raw -2482496.795908 + Penalty 3276.177216 = -2479220.618692
  nChanged 0
		SP:Iteration 67F (61004.470000 sec): 3 clusters
  Score: Raw -2482496.795908 + Penalty 3276.177216 = -2479220.618692
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61004.580000 sec): 2 clusters
  Score: Raw -394724.147117 + Penalty 1351.874865 = -393372.272252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61004.860000 sec): 3 clusters
  Score: Raw -392677.295291 + Penalty 2703.749730 = -389973.545561
  nChanged 1655
		SP:Iteration 1F (61005.080000 sec): 3 clusters
  Score: Raw -393723.072419 + Penalty 2703.749730 = -391019.322688
  nChanged 372
		SP:Iteration 2F (61005.270000 sec): 3 clusters
  Score: Raw -394003.440574 + Penalty 2703.749730 = -391299.690844
  nChanged 265
		SP:Iteration 3F (61005.450000 sec): 3 clusters
  Score: Raw -394186.386837 + Penalty 2703.749730 = -391482.637107
  nChanged 195
		SP:Iteration 4Q (61005.590000 sec): 3 clusters
  Score: Raw -394292.248715 + Penalty 2703.749730 = -391588.498985
  nChanged 185
		SP:Iteration 5Q (61005.850000 sec): 3 clusters
  Score: Raw -394415.175071 + Penalty 2703.749730 = -391711.425341
  nChanged 166
		SP:Iteration 6Q (61006.050000 sec): 3 clusters
  Score: Raw -394524.436180 + Penalty 2703.749730 = -391820.686450
  nChanged 161
		SP:Iteration 7Q (61006.250000 sec): 3 clusters
  Score: Raw -394658.967513 + Penalty 2703.749730 = -391955.217783
  nChanged 167
		SP:Iteration 8Q (61006.460000 sec): 3 clusters
  Score: Raw -394816.494955 + Penalty 2703.749730 = -392112.745225
  nChanged 171
		SP:Iteration 9Q (61006.660000 sec): 3 clusters
  Score: Raw -394938.992991 + Penalty 2703.749730 = -392235.243261
  nChanged 125
		SP:Iteration 10Q (61006.870000 sec): 3 clusters
  Score: Raw -395017.556032 + Penalty 2703.749730 = -392313.806302
  nChanged 92
		SP:Iteration 11Q (61007.090000 sec): 3 clusters
  Score: Raw -395068.776651 + Penalty 2703.749730 = -392365.026921
  nChanged 78
		SP:Iteration 12Q (61007.290000 sec): 3 clusters
  Score: Raw -395115.679828 + Penalty 2703.749730 = -392411.930098
  nChanged 73
		SP:Iteration 13Q (61007.490000 sec): 3 clusters
  Score: Raw -395155.354550 + Penalty 2703.749730 = -392451.604820
  nChanged 55
		SP:Iteration 14Q (61007.670000 sec): 3 clusters
  Score: Raw -395190.295887 + Penalty 2703.749730 = -392486.546157
  nChanged 46
		SP:Iteration 15Q (61007.910000 sec): 3 clusters
  Score: Raw -395218.178349 + Penalty 2703.749730 = -392514.428619
  nChanged 38
		SP:Iteration 16Q (61008.160000 sec): 3 clusters
  Score: Raw -395237.090693 + Penalty 2703.749730 = -392533.340963
  nChanged 28
		SP:Iteration 17Q (61008.300000 sec): 3 clusters
  Score: Raw -395248.356186 + Penalty 2703.749730 = -392544.606456
  nChanged 19
		SP:Iteration 18Q (61008.430000 sec): 3 clusters
  Score: Raw -395256.496480 + Penalty 2703.749730 = -392552.746749
  nChanged 19
		SP:Iteration 19Q (61008.690000 sec): 3 clusters
  Score: Raw -395264.254554 + Penalty 2703.749730 = -392560.504824
  nChanged 18
		SP:Iteration 20F (61008.850000 sec): 3 clusters
  Score: Raw -395270.747558 + Penalty 2703.749730 = -392566.997828
  nChanged 14
		SP:Iteration 21Q (61009.070000 sec): 3 clusters
  Score: Raw -395277.095866 + Penalty 2703.749730 = -392573.346136
  nChanged 13
		SP:Iteration 22Q (61009.250000 sec): 3 clusters
  Score: Raw -395282.402321 + Penalty 2703.749730 = -392578.652591
  nChanged 9
		SP:Iteration 23Q (61009.430000 sec): 3 clusters
  Score: Raw -395286.847606 + Penalty 2703.749730 = -392583.097876
  nChanged 14
		SP:Iteration 24Q (61009.540000 sec): 3 clusters
  Score: Raw -395292.782504 + Penalty 2703.749730 = -392589.032774
  nChanged 11
		SP:Iteration 25Q (61009.700000 sec): 3 clusters
  Score: Raw -395295.871769 + Penalty 2703.749730 = -392592.122039
  nChanged 4
		SP:Iteration 26Q (61009.930000 sec): 3 clusters
  Score: Raw -395297.864994 + Penalty 2703.749730 = -392594.115264
  nChanged 4
		SP:Iteration 27Q (61010.060000 sec): 3 clusters
  Score: Raw -395299.272844 + Penalty 2703.749730 = -392595.523114
  nChanged 3
		SP:Iteration 28Q (61010.210000 sec): 3 clusters
  Score: Raw -395300.333658 + Penalty 2703.749730 = -392596.583928
  nChanged 2
		SP:Iteration 29Q (61010.350000 sec): 3 clusters
  Score: Raw -395301.141143 + Penalty 2703.749730 = -392597.391413
  nChanged 4
		SP:Iteration 30Q (61010.510000 sec): 3 clusters
  Score: Raw -395302.666610 + Penalty 2703.749730 = -392598.916880
  nChanged 5
		SP:Iteration 31Q (61010.670000 sec): 3 clusters
  Score: Raw -395307.187672 + Penalty 2703.749730 = -392603.437942
  nChanged 6
		SP:Iteration 32Q (61010.830000 sec): 3 clusters
  Score: Raw -395313.759153 + Penalty 2703.749730 = -392610.009423
  nChanged 8
		SP:Iteration 33Q (61010.990000 sec): 3 clusters
  Score: Raw -395316.198685 + Penalty 2703.749730 = -392612.448955
  nChanged 7
		SP:Iteration 34Q (61011.150000 sec): 3 clusters
  Score: Raw -395317.847359 + Penalty 2703.749730 = -392614.097628
  nChanged 1
		SP:Iteration 35Q (61011.310000 sec): 3 clusters
  Score: Raw -395318.695205 + Penalty 2703.749730 = -392614.945475
  nChanged 2
		SP:Iteration 36Q (61011.470000 sec): 3 clusters
  Score: Raw -395319.960153 + Penalty 2703.749730 = -392616.210423
  nChanged 7
		SP:Iteration 37Q (61011.630000 sec): 3 clusters
  Score: Raw -395322.834503 + Penalty 2703.749730 = -392619.084773
  nChanged 5
		SP:Iteration 38Q (61011.790000 sec): 3 clusters
  Score: Raw -395325.306028 + Penalty 2703.749730 = -392621.556298
  nChanged 2
		SP:Iteration 39Q (61011.950000 sec): 3 clusters
  Score: Raw -395325.734844 + Penalty 2703.749730 = -392621.985114
  nChanged 1
		SP:Iteration 40F (61012.110000 sec): 3 clusters
  Score: Raw -395326.204074 + Penalty 2703.749730 = -392622.454344
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61012.310000 sec): 2 clusters
  Score: Raw -2160658.118264 + Penalty 1612.876818 = -2159045.241446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61012.640000 sec): 3 clusters
  Score: Raw -2148471.420186 + Penalty 3225.753636 = -2145245.666550
  nChanged 9149
		SP:Iteration 1F (61012.930000 sec): 3 clusters
  Score: Raw -2153461.514913 + Penalty 3225.753636 = -2150235.761276
  nChanged 986
		SP:Iteration 2Q (61013.250000 sec): 3 clusters
  Score: Raw -2153826.045168 + Penalty 3225.753636 = -2150600.291532
  nChanged 960
		SP:Iteration 3Q (61013.600000 sec): 3 clusters
  Score: Raw -2154172.359680 + Penalty 3225.753636 = -2150946.606043
  nChanged 945
		SP:Iteration 4Q (61013.870000 sec): 3 clusters
  Score: Raw -2154533.738104 + Penalty 3225.753636 = -2151307.984468
  nChanged 922
		SP:Iteration 5Q (61014.230000 sec): 3 clusters
  Score: Raw -2154900.813732 + Penalty 3225.753636 = -2151675.060096
  nChanged 948
		SP:Iteration 6Q (61014.520000 sec): 3 clusters
  Score: Raw -2155309.535159 + Penalty 3225.753636 = -2152083.781523
  nChanged 953
		SP:Iteration 7Q (61014.870000 sec): 3 clusters
  Score: Raw -2155739.849853 + Penalty 3225.753636 = -2152514.096216
  nChanged 916
		SP:Iteration 8Q (61015.120000 sec): 3 clusters
  Score: Raw -2156180.948997 + Penalty 3225.753636 = -2152955.195360
  nChanged 854
		SP:Iteration 9Q (61015.410000 sec): 3 clusters
  Score: Raw -2156673.362935 + Penalty 3225.753636 = -2153447.609299
  nChanged 894
		SP:Iteration 10Q (61015.760000 sec): 3 clusters
  Score: Raw -2157241.845027 + Penalty 3225.753636 = -2154016.091390
  nChanged 872
		SP:Iteration 11Q (61016.070000 sec): 3 clusters
  Score: Raw -2157833.985310 + Penalty 3225.753636 = -2154608.231674
  nChanged 757
		SP:Iteration 12Q (61016.390000 sec): 3 clusters
  Score: Raw -2158405.347166 + Penalty 3225.753636 = -2155179.593529
  nChanged 675
		SP:Iteration 13Q (61016.680000 sec): 3 clusters
  Score: Raw -2158945.799145 + Penalty 3225.753636 = -2155720.045509
  nChanged 531
		SP:Iteration 14Q (61016.970000 sec): 3 clusters
  Score: Raw -2159382.883117 + Penalty 3225.753636 = -2156157.129481
  nChanged 423
		SP:Iteration 15Q (61017.250000 sec): 3 clusters
  Score: Raw -2159689.437707 + Penalty 3225.753636 = -2156463.684071
  nChanged 302
		SP:Iteration 16Q (61017.530000 sec): 3 clusters
  Score: Raw -2159887.221858 + Penalty 3225.753636 = -2156661.468221
  nChanged 244
		SP:Iteration 17Q (61017.850000 sec): 3 clusters
  Score: Raw -2160028.688229 + Penalty 3225.753636 = -2156802.934592
  nChanged 220
		SP:Iteration 18Q (61018.160000 sec): 3 clusters
  Score: Raw -2160157.525543 + Penalty 3225.753636 = -2156931.771906
  nChanged 175
		SP:Iteration 19Q (61018.470000 sec): 3 clusters
  Score: Raw -2160245.311595 + Penalty 3225.753636 = -2157019.557958
  nChanged 145
		SP:Iteration 20F (61018.740000 sec): 3 clusters
  Score: Raw -2160320.189618 + Penalty 3225.753636 = -2157094.435981
  nChanged 140
		SP:Iteration 21Q (61019.060000 sec): 3 clusters
  Score: Raw -2160394.304277 + Penalty 3225.753636 = -2157168.550641
  nChanged 133
		SP:Iteration 22Q (61019.370000 sec): 3 clusters
  Score: Raw -2160465.265784 + Penalty 3225.753636 = -2157239.512147
  nChanged 110
		SP:Iteration 23Q (61019.680000 sec): 3 clusters
  Score: Raw -2160519.856383 + Penalty 3225.753636 = -2157294.102746
  nChanged 98
		SP:Iteration 24Q (61019.980000 sec): 3 clusters
  Score: Raw -2160571.204389 + Penalty 3225.753636 = -2157345.450753
  nChanged 78
		SP:Iteration 25Q (61020.290000 sec): 3 clusters
  Score: Raw -2160609.161162 + Penalty 3225.753636 = -2157383.407525
  nChanged 67
		SP:Iteration 26Q (61020.560000 sec): 3 clusters
  Score: Raw -2160648.859515 + Penalty 3225.753636 = -2157423.105878
  nChanged 61
		SP:Iteration 27Q (61020.860000 sec): 3 clusters
  Score: Raw -2160681.676881 + Penalty 3225.753636 = -2157455.923244
  nChanged 45
		SP:Iteration 28Q (61021.220000 sec): 3 clusters
  Score: Raw -2160705.505413 + Penalty 3225.753636 = -2157479.751777
  nChanged 43
		SP:Iteration 29Q (61021.500000 sec): 3 clusters
  Score: Raw -2160728.408248 + Penalty 3225.753636 = -2157502.654612
  nChanged 32
		SP:Iteration 30Q (61021.830000 sec): 3 clusters
  Score: Raw -2160748.730483 + Penalty 3225.753636 = -2157522.976847
  nChanged 30
		SP:Iteration 31Q (61022.080000 sec): 3 clusters
  Score: Raw -2160765.736605 + Penalty 3225.753636 = -2157539.982969
  nChanged 25
		SP:Iteration 32Q (61022.370000 sec): 3 clusters
  Score: Raw -2160778.362853 + Penalty 3225.753636 = -2157552.609217
  nChanged 17
		SP:Iteration 33Q (61022.630000 sec): 3 clusters
  Score: Raw -2160787.450267 + Penalty 3225.753636 = -2157561.696631
  nChanged 17
		SP:Iteration 34Q (61022.940000 sec): 3 clusters
  Score: Raw -2160798.481806 + Penalty 3225.753636 = -2157572.728169
  nChanged 17
		SP:Iteration 35Q (61023.230000 sec): 3 clusters
  Score: Raw -2160807.379863 + Penalty 3225.753636 = -2157581.626226
  nChanged 8
		SP:Iteration 36Q (61023.560000 sec): 3 clusters
  Score: Raw -2160810.806604 + Penalty 3225.753636 = -2157585.052967
  nChanged 7
		SP:Iteration 37Q (61023.830000 sec): 3 clusters
  Score: Raw -2160815.205887 + Penalty 3225.753636 = -2157589.452250
  nChanged 14
		SP:Iteration 38Q (61024.120000 sec): 3 clusters
  Score: Raw -2160826.201319 + Penalty 3225.753636 = -2157600.447683
  nChanged 22
		SP:Iteration 39Q (61024.400000 sec): 3 clusters
  Score: Raw -2160842.378292 + Penalty 3225.753636 = -2157616.624655
  nChanged 14
		SP:Iteration 40F (61024.640000 sec): 3 clusters
  Score: Raw -2160849.058140 + Penalty 3225.753636 = -2157623.304504
  nChanged 10
		SP:Iteration 41Q (61024.930000 sec): 3 clusters
  Score: Raw -2160856.648092 + Penalty 3225.753636 = -2157630.894455
  nChanged 12
		SP:Iteration 42Q (61025.170000 sec): 3 clusters
  Score: Raw -2160864.892652 + Penalty 3225.753636 = -2157639.139016
  nChanged 8
		SP:Iteration 43Q (61025.460000 sec): 3 clusters
  Score: Raw -2160871.569788 + Penalty 3225.753636 = -2157645.816152
  nChanged 6
		SP:Iteration 44Q (61025.750000 sec): 3 clusters
  Score: Raw -2160874.602463 + Penalty 3225.753636 = -2157648.848826
  nChanged 4
		SP:Iteration 45Q (61026.030000 sec): 3 clusters
  Score: Raw -2160876.611047 + Penalty 3225.753636 = -2157650.857410
  nChanged 3
		SP:Iteration 46Q (61026.340000 sec): 3 clusters
  Score: Raw -2160878.794276 + Penalty 3225.753636 = -2157653.040640
  nChanged 3
		SP:Iteration 47Q (61026.600000 sec): 3 clusters
  Score: Raw -2160881.390494 + Penalty 3225.753636 = -2157655.636858
  nChanged 2
		SP:Iteration 48Q (61026.890000 sec): 3 clusters
  Score: Raw -2160882.723151 + Penalty 3225.753636 = -2157656.969515
  nChanged 3
		SP:Iteration 49Q (61027.170000 sec): 3 clusters
  Score: Raw -2160884.126925 + Penalty 3225.753636 = -2157658.373289
  nChanged 3
		SP:Iteration 50Q (61027.400000 sec): 3 clusters
  Score: Raw -2160885.626555 + Penalty 3225.753636 = -2157659.872919
  nChanged 0
		SP:Iteration 51F (61027.700000 sec): 3 clusters
  Score: Raw -2160885.626555 + Penalty 3225.753636 = -2157659.872919
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61028.300000 sec): 2 clusters
  Score: Raw -10970598.146100 + Penalty 1874.501072 = -10968723.645028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61029.050000 sec): 3 clusters
  Score: Raw -10904008.473052 + Penalty 3749.002143 = -10900259.470909
  nChanged 48858
		SP:Iteration 1F (61029.740000 sec): 3 clusters
  Score: Raw -10932558.541323 + Penalty 3749.002143 = -10928809.539180
  nChanged 3602
		SP:Iteration 2Q (61030.530000 sec): 3 clusters
  Score: Raw -10933630.693219 + Penalty 3749.002143 = -10929881.691076
  nChanged 3887
		SP:Iteration 3Q (61031.280000 sec): 3 clusters
  Score: Raw -10934926.744928 + Penalty 3749.002143 = -10931177.742784
  nChanged 4060
		SP:Iteration 4Q (61032.120000 sec): 3 clusters
  Score: Raw -10936587.747426 + Penalty 3749.002143 = -10932838.745283
  nChanged 4532
		SP:Iteration 5Q (61032.920000 sec): 3 clusters
  Score: Raw -10938801.854146 + Penalty 3749.002143 = -10935052.852003
  nChanged 5055
		SP:Iteration 6Q (61033.780000 sec): 3 clusters
  Score: Raw -10941681.288893 + Penalty 3749.002143 = -10937932.286749
  nChanged 5670
		SP:Iteration 7F (61034.520000 sec): 3 clusters
  Score: Raw -10945468.892071 + Penalty 3749.002143 = -10941719.889928
  nChanged 6379
		SP:Iteration 8F (61035.250000 sec): 3 clusters
  Score: Raw -10950242.867563 + Penalty 3749.002143 = -10946493.865420
  nChanged 6711
		SP:Iteration 9F (61036.020000 sec): 3 clusters
  Score: Raw -10955715.801474 + Penalty 3749.002143 = -10951966.799331
  nChanged 6217
		SP:Iteration 10F (61036.820000 sec): 3 clusters
  Score: Raw -10960902.742322 + Penalty 3749.002143 = -10957153.740179
  nChanged 4921
		SP:Iteration 11Q (61037.510000 sec): 3 clusters
  Score: Raw -10965008.929460 + Penalty 3749.002143 = -10961259.927317
  nChanged 3293
		SP:Iteration 12Q (61038.290000 sec): 3 clusters
  Score: Raw -10967728.091690 + Penalty 3749.002143 = -10963979.089546
  nChanged 1954
		SP:Iteration 13Q (61039.010000 sec): 3 clusters
  Score: Raw -10969325.843078 + Penalty 3749.002143 = -10965576.840935
  nChanged 1117
		SP:Iteration 14Q (61039.700000 sec): 3 clusters
  Score: Raw -10970155.433698 + Penalty 3749.002143 = -10966406.431555
  nChanged 632
		SP:Iteration 15Q (61040.350000 sec): 3 clusters
  Score: Raw -10970558.632826 + Penalty 3749.002143 = -10966809.630683
  nChanged 432
		SP:Iteration 16Q (61041.020000 sec): 3 clusters
  Score: Raw -10970777.031840 + Penalty 3749.002143 = -10967028.029697
  nChanged 288
		SP:Iteration 17Q (61041.690000 sec): 3 clusters
  Score: Raw -10970900.071707 + Penalty 3749.002143 = -10967151.069564
  nChanged 221
		SP:Iteration 18Q (61042.330000 sec): 3 clusters
  Score: Raw -10970995.000623 + Penalty 3749.002143 = -10967245.998480
  nChanged 180
		SP:Iteration 19Q (61043.050000 sec): 3 clusters
  Score: Raw -10971062.926474 + Penalty 3749.002143 = -10967313.924331
  nChanged 145
		SP:Iteration 20F (61043.810000 sec): 3 clusters
  Score: Raw -10971112.551851 + Penalty 3749.002143 = -10967363.549708
  nChanged 124
		SP:Iteration 21Q (61044.510000 sec): 3 clusters
  Score: Raw -10971152.838662 + Penalty 3749.002143 = -10967403.836519
  nChanged 93
		SP:Iteration 22Q (61045.190000 sec): 3 clusters
  Score: Raw -10971181.178000 + Penalty 3749.002143 = -10967432.175857
  nChanged 87
		SP:Iteration 23Q (61045.920000 sec): 3 clusters
  Score: Raw -10971204.160835 + Penalty 3749.002143 = -10967455.158692
  nChanged 74
		SP:Iteration 24Q (61046.550000 sec): 3 clusters
  Score: Raw -10971228.730762 + Penalty 3749.002143 = -10967479.728619
  nChanged 67
		SP:Iteration 25Q (61047.250000 sec): 3 clusters
  Score: Raw -10971250.795552 + Penalty 3749.002143 = -10967501.793408
  nChanged 64
		SP:Iteration 26Q (61047.940000 sec): 3 clusters
  Score: Raw -10971269.553697 + Penalty 3749.002143 = -10967520.551554
  nChanged 64
		SP:Iteration 27Q (61048.620000 sec): 3 clusters
  Score: Raw -10971288.699646 + Penalty 3749.002143 = -10967539.697503
  nChanged 40
		SP:Iteration 28Q (61049.360000 sec): 3 clusters
  Score: Raw -10971299.279942 + Penalty 3749.002143 = -10967550.277799
  nChanged 42
		SP:Iteration 29Q (61050.090000 sec): 3 clusters
  Score: Raw -10971308.795570 + Penalty 3749.002143 = -10967559.793427
  nChanged 29
		SP:Iteration 30Q (61050.790000 sec): 3 clusters
  Score: Raw -10971314.881889 + Penalty 3749.002143 = -10967565.879746
  nChanged 24
		SP:Iteration 31Q (61051.480000 sec): 3 clusters
  Score: Raw -10971319.866292 + Penalty 3749.002143 = -10967570.864149
  nChanged 20
		SP:Iteration 32Q (61052.250000 sec): 3 clusters
  Score: Raw -10971324.927721 + Penalty 3749.002143 = -10967575.925577
  nChanged 24
		SP:Iteration 33Q (61052.980000 sec): 3 clusters
  Score: Raw -10971329.902895 + Penalty 3749.002143 = -10967580.900752
  nChanged 18
		SP:Iteration 34Q (61053.650000 sec): 3 clusters
  Score: Raw -10971332.864866 + Penalty 3749.002143 = -10967583.862723
  nChanged 14
		SP:Iteration 35Q (61054.440000 sec): 3 clusters
  Score: Raw -10971336.044705 + Penalty 3749.002143 = -10967587.042562
  nChanged 19
		SP:Iteration 36Q (61055.110000 sec): 3 clusters
  Score: Raw -10971340.755441 + Penalty 3749.002143 = -10967591.753298
  nChanged 23
		SP:Iteration 37Q (61055.760000 sec): 3 clusters
  Score: Raw -10971344.851753 + Penalty 3749.002143 = -10967595.849610
  nChanged 13
		SP:Iteration 38Q (61056.470000 sec): 3 clusters
  Score: Raw -10971347.174150 + Penalty 3749.002143 = -10967598.172007
  nChanged 11
		SP:Iteration 39Q (61057.180000 sec): 3 clusters
  Score: Raw -10971349.510884 + Penalty 3749.002143 = -10967600.508741
  nChanged 11
		SP:Iteration 40F (61057.910000 sec): 3 clusters
  Score: Raw -10971351.306752 + Penalty 3749.002143 = -10967602.304609
  nChanged 7
		SP:Iteration 41Q (61058.580000 sec): 3 clusters
  Score: Raw -10971352.524756 + Penalty 3749.002143 = -10967603.522613
  nChanged 9
		SP:Iteration 42Q (61059.250000 sec): 3 clusters
  Score: Raw -10971354.381028 + Penalty 3749.002143 = -10967605.378884
  nChanged 3
		SP:Iteration 43Q (61059.860000 sec): 3 clusters
  Score: Raw -10971355.105053 + Penalty 3749.002143 = -10967606.102909
  nChanged 4
		SP:Iteration 44Q (61060.550000 sec): 3 clusters
  Score: Raw -10971355.774541 + Penalty 3749.002143 = -10967606.772398
  nChanged 7
		SP:Iteration 45Q (61061.210000 sec): 3 clusters
  Score: Raw -10971357.128472 + Penalty 3749.002143 = -10967608.126328
  nChanged 6
		SP:Iteration 46Q (61061.910000 sec): 3 clusters
  Score: Raw -10971358.655912 + Penalty 3749.002143 = -10967609.653769
  nChanged 4
		SP:Iteration 47Q (61062.650000 sec): 3 clusters
  Score: Raw -10971359.350331 + Penalty 3749.002143 = -10967610.348187
  nChanged 7
		SP:Iteration 48Q (61063.370000 sec): 3 clusters
  Score: Raw -10971360.889512 + Penalty 3749.002143 = -10967611.887369
  nChanged 8
		SP:Iteration 49Q (61064.070000 sec): 3 clusters
  Score: Raw -10971362.595497 + Penalty 3749.002143 = -10967613.593354
  nChanged 7
		SP:Iteration 50Q (61064.760000 sec): 3 clusters
  Score: Raw -10971363.880150 + Penalty 3749.002143 = -10967614.878007
  nChanged 4
		SP:Iteration 51Q (61065.410000 sec): 3 clusters
  Score: Raw -10971365.062714 + Penalty 3749.002143 = -10967616.060571
  nChanged 11
		SP:Iteration 52Q (61066.080000 sec): 3 clusters
  Score: Raw -10971367.965607 + Penalty 3749.002143 = -10967618.963464
  nChanged 13
		SP:Iteration 53Q (61066.770000 sec): 3 clusters
  Score: Raw -10971370.621978 + Penalty 3749.002143 = -10967621.619835
  nChanged 12
		SP:Iteration 54Q (61067.480000 sec): 3 clusters
  Score: Raw -10971373.395014 + Penalty 3749.002143 = -10967624.392871
  nChanged 12
		SP:Iteration 55Q (61068.170000 sec): 3 clusters
  Score: Raw -10971375.616181 + Penalty 3749.002143 = -10967626.614038
  nChanged 10
		SP:Iteration 56Q (61068.880000 sec): 3 clusters
  Score: Raw -10971377.000596 + Penalty 3749.002143 = -10967627.998453
  nChanged 4
		SP:Iteration 57Q (61069.590000 sec): 3 clusters
  Score: Raw -10971377.483230 + Penalty 3749.002143 = -10967628.481087
  nChanged 5
		SP:Iteration 58Q (61070.270000 sec): 3 clusters
  Score: Raw -10971378.233977 + Penalty 3749.002143 = -10967629.231834
  nChanged 2
		SP:Iteration 59Q (61070.960000 sec): 3 clusters
  Score: Raw -10971378.565989 + Penalty 3749.002143 = -10967629.563846
  nChanged 0
		SP:Iteration 60F (61071.700000 sec): 3 clusters
  Score: Raw -10971378.565989 + Penalty 3749.002143 = -10967629.563846
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61071.870000 sec): 2 clusters
  Score: Raw -939849.678498 + Penalty 1479.955964 = -938369.722534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61072.080000 sec): 3 clusters
  Score: Raw -934836.101406 + Penalty 2959.911928 = -931876.189477
  nChanged 3883
		SP:Iteration 1F (61072.310000 sec): 3 clusters
  Score: Raw -936951.763959 + Penalty 2959.911928 = -933991.852030
  nChanged 591
		SP:Iteration 2F (61072.510000 sec): 3 clusters
  Score: Raw -937237.857482 + Penalty 2959.911928 = -934277.945554
  nChanged 491
		SP:Iteration 3F (61072.710000 sec): 3 clusters
  Score: Raw -937465.901769 + Penalty 2959.911928 = -934505.989841
  nChanged 410
		SP:Iteration 4Q (61072.940000 sec): 3 clusters
  Score: Raw -937651.869790 + Penalty 2959.911928 = -934691.957862
  nChanged 386
		SP:Iteration 5Q (61073.150000 sec): 3 clusters
  Score: Raw -937853.470185 + Penalty 2959.911928 = -934893.558256
  nChanged 369
		SP:Iteration 6Q (61073.310000 sec): 3 clusters
  Score: Raw -938027.887162 + Penalty 2959.911928 = -935067.975234
  nChanged 346
		SP:Iteration 7Q (61073.540000 sec): 3 clusters
  Score: Raw -938206.525127 + Penalty 2959.911928 = -935246.613198
  nChanged 342
		SP:Iteration 8Q (61073.730000 sec): 3 clusters
  Score: Raw -938394.776024 + Penalty 2959.911928 = -935434.864095
  nChanged 354
		SP:Iteration 9Q (61073.970000 sec): 3 clusters
  Score: Raw -938593.874821 + Penalty 2959.911928 = -935633.962893
  nChanged 324
		SP:Iteration 10Q (61074.230000 sec): 3 clusters
  Score: Raw -938780.119501 + Penalty 2959.911928 = -935820.207573
  nChanged 324
		SP:Iteration 11Q (61074.410000 sec): 3 clusters
  Score: Raw -938969.513676 + Penalty 2959.911928 = -936009.601747
  nChanged 285
		SP:Iteration 12Q (61074.620000 sec): 3 clusters
  Score: Raw -939105.907013 + Penalty 2959.911928 = -936145.995085
  nChanged 209
		SP:Iteration 13Q (61074.830000 sec): 3 clusters
  Score: Raw -939180.426474 + Penalty 2959.911928 = -936220.514546
  nChanged 143
		SP:Iteration 14Q (61075.030000 sec): 3 clusters
  Score: Raw -939225.913950 + Penalty 2959.911928 = -936266.002022
  nChanged 108
		SP:Iteration 15Q (61075.270000 sec): 3 clusters
  Score: Raw -939255.996117 + Penalty 2959.911928 = -936296.084189
  nChanged 86
		SP:Iteration 16Q (61075.530000 sec): 3 clusters
  Score: Raw -939277.679551 + Penalty 2959.911928 = -936317.767623
  nChanged 66
		SP:Iteration 17Q (61075.820000 sec): 3 clusters
  Score: Raw -939291.281429 + Penalty 2959.911928 = -936331.369500
  nChanged 53
		SP:Iteration 18Q (61076.050000 sec): 3 clusters
  Score: Raw -939300.434721 + Penalty 2959.911928 = -936340.522793
  nChanged 40
		SP:Iteration 19Q (61076.240000 sec): 3 clusters
  Score: Raw -939306.797480 + Penalty 2959.911928 = -936346.885552
  nChanged 36
		SP:Iteration 20F (61076.480000 sec): 3 clusters
  Score: Raw -939311.905349 + Penalty 2959.911928 = -936351.993421
  nChanged 25
		SP:Iteration 21Q (61076.730000 sec): 3 clusters
  Score: Raw -939316.758755 + Penalty 2959.911928 = -936356.846827
  nChanged 33
		SP:Iteration 22Q (61077.000000 sec): 3 clusters
  Score: Raw -939324.172384 + Penalty 2959.911928 = -936364.260455
  nChanged 38
		SP:Iteration 23Q (61077.200000 sec): 3 clusters
  Score: Raw -939331.402419 + Penalty 2959.911928 = -936371.490491
  nChanged 40
		SP:Iteration 24Q (61077.370000 sec): 3 clusters
  Score: Raw -939338.007283 + Penalty 2959.911928 = -936378.095355
  nChanged 33
		SP:Iteration 25Q (61077.610000 sec): 3 clusters
  Score: Raw -939342.617448 + Penalty 2959.911928 = -936382.705520
  nChanged 22
		SP:Iteration 26Q (61077.860000 sec): 3 clusters
  Score: Raw -939346.582679 + Penalty 2959.911928 = -936386.670750
  nChanged 29
		SP:Iteration 27Q (61078.060000 sec): 3 clusters
  Score: Raw -939350.735032 + Penalty 2959.911928 = -936390.823103
  nChanged 17
		SP:Iteration 28Q (61078.260000 sec): 3 clusters
  Score: Raw -939353.066323 + Penalty 2959.911928 = -936393.154395
  nChanged 20
		SP:Iteration 29Q (61078.560000 sec): 3 clusters
  Score: Raw -939355.992447 + Penalty 2959.911928 = -936396.080519
  nChanged 24
		SP:Iteration 30Q (61078.820000 sec): 3 clusters
  Score: Raw -939358.663385 + Penalty 2959.911928 = -936398.751456
  nChanged 19
		SP:Iteration 31Q (61079.030000 sec): 3 clusters
  Score: Raw -939361.785113 + Penalty 2959.911928 = -936401.873185
  nChanged 28
		SP:Iteration 32Q (61079.220000 sec): 3 clusters
  Score: Raw -939365.320987 + Penalty 2959.911928 = -936405.409059
  nChanged 26
		SP:Iteration 33Q (61079.450000 sec): 3 clusters
  Score: Raw -939368.618817 + Penalty 2959.911928 = -936408.706888
  nChanged 20
		SP:Iteration 34Q (61079.680000 sec): 3 clusters
  Score: Raw -939370.568631 + Penalty 2959.911928 = -936410.656703
  nChanged 15
		SP:Iteration 35Q (61079.960000 sec): 3 clusters
  Score: Raw -939371.818905 + Penalty 2959.911928 = -936411.906977
  nChanged 11
		SP:Iteration 36Q (61080.140000 sec): 3 clusters
  Score: Raw -939373.222493 + Penalty 2959.911928 = -936413.310565
  nChanged 16
		SP:Iteration 37Q (61080.380000 sec): 3 clusters
  Score: Raw -939374.975494 + Penalty 2959.911928 = -936415.063566
  nChanged 14
		SP:Iteration 38Q (61080.670000 sec): 3 clusters
  Score: Raw -939376.983318 + Penalty 2959.911928 = -936417.071389
  nChanged 10
		SP:Iteration 39Q (61080.940000 sec): 3 clusters
  Score: Raw -939378.330033 + Penalty 2959.911928 = -936418.418104
  nChanged 7
		SP:Iteration 40F (61081.220000 sec): 3 clusters
  Score: Raw -939379.219068 + Penalty 2959.911928 = -936419.307140
  nChanged 8
		SP:Iteration 41Q (61081.440000 sec): 3 clusters
  Score: Raw -939380.166815 + Penalty 2959.911928 = -936420.254886
  nChanged 10
		SP:Iteration 42Q (61081.660000 sec): 3 clusters
  Score: Raw -939381.311035 + Penalty 2959.911928 = -936421.399107
  nChanged 10
		SP:Iteration 43Q (61081.860000 sec): 3 clusters
  Score: Raw -939382.816821 + Penalty 2959.911928 = -936422.904892
  nChanged 8
		SP:Iteration 44Q (61082.100000 sec): 3 clusters
  Score: Raw -939383.851597 + Penalty 2959.911928 = -936423.939669
  nChanged 5
		SP:Iteration 45Q (61082.290000 sec): 3 clusters
  Score: Raw -939384.422499 + Penalty 2959.911928 = -936424.510571
  nChanged 4
		SP:Iteration 46Q (61082.510000 sec): 3 clusters
  Score: Raw -939384.781241 + Penalty 2959.911928 = -936424.869312
  nChanged 2
		SP:Iteration 47Q (61082.740000 sec): 3 clusters
  Score: Raw -939385.047022 + Penalty 2959.911928 = -936425.135093
  nChanged 1
		SP:Iteration 48Q (61082.910000 sec): 3 clusters
  Score: Raw -939385.191919 + Penalty 2959.911928 = -936425.279991
  nChanged 2
		SP:Iteration 49Q (61083.150000 sec): 3 clusters
  Score: Raw -939385.585420 + Penalty 2959.911928 = -936425.673492
  nChanged 3
		SP:Iteration 50Q (61083.400000 sec): 3 clusters
  Score: Raw -939385.962440 + Penalty 2959.911928 = -936426.050512
  nChanged 2
		SP:Iteration 51Q (61083.640000 sec): 3 clusters
  Score: Raw -939386.249774 + Penalty 2959.911928 = -936426.337846
  nChanged 2
		SP:Iteration 52Q (61083.830000 sec): 3 clusters
  Score: Raw -939386.462217 + Penalty 2959.911928 = -936426.550288
  nChanged 4
		SP:Iteration 53Q (61084.040000 sec): 3 clusters
  Score: Raw -939387.005545 + Penalty 2959.911928 = -936427.093616
  nChanged 3
		SP:Iteration 54Q (61084.260000 sec): 3 clusters
  Score: Raw -939387.280833 + Penalty 2959.911928 = -936427.368905
  nChanged 1
		SP:Iteration 55Q (61084.490000 sec): 3 clusters
  Score: Raw -939387.333458 + Penalty 2959.911928 = -936427.421529
  nChanged 0
		SP:Iteration 56F (61084.770000 sec): 3 clusters
  Score: Raw -939387.333458 + Penalty 2959.911928 = -936427.421529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61085.230000 sec): 2 clusters
  Score: Raw -7476972.187640 + Penalty 1818.200334 = -7475153.987307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61085.840000 sec): 3 clusters
  Score: Raw -7430395.907058 + Penalty 3636.400667 = -7426759.506391
  nChanged 34259
		SP:Iteration 1F (61086.420000 sec): 3 clusters
  Score: Raw -7450055.368623 + Penalty 3636.400667 = -7446418.967956
  nChanged 2388
		SP:Iteration 2Q (61086.970000 sec): 3 clusters
  Score: Raw -7450644.707975 + Penalty 3636.400667 = -7447008.307308
  nChanged 2468
		SP:Iteration 3Q (61087.600000 sec): 3 clusters
  Score: Raw -7451362.610159 + Penalty 3636.400667 = -7447726.209492
  nChanged 2570
		SP:Iteration 4Q (61088.190000 sec): 3 clusters
  Score: Raw -7452257.303203 + Penalty 3636.400667 = -7448620.902535
  nChanged 2918
		SP:Iteration 5Q (61088.820000 sec): 3 clusters
  Score: Raw -7453538.364418 + Penalty 3636.400667 = -7449901.963751
  nChanged 3519
		SP:Iteration 6Q (61089.380000 sec): 3 clusters
  Score: Raw -7455640.970848 + Penalty 3636.400667 = -7452004.570180
  nChanged 4254
		SP:Iteration 7F (61089.910000 sec): 3 clusters
  Score: Raw -7458670.185266 + Penalty 3636.400667 = -7455033.784599
  nChanged 4432
		SP:Iteration 8F (61090.530000 sec): 3 clusters
  Score: Raw -7462050.915468 + Penalty 3636.400667 = -7458414.514800
  nChanged 4135
		SP:Iteration 9F (61091.120000 sec): 3 clusters
  Score: Raw -7465089.062250 + Penalty 3636.400667 = -7461452.661583
  nChanged 3502
		SP:Iteration 10Q (61091.820000 sec): 3 clusters
  Score: Raw -7467486.371273 + Penalty 3636.400667 = -7463849.970606
  nChanged 2879
		SP:Iteration 11Q (61092.530000 sec): 3 clusters
  Score: Raw -7469284.989717 + Penalty 3636.400667 = -7465648.589050
  nChanged 2313
		SP:Iteration 12Q (61093.200000 sec): 3 clusters
  Score: Raw -7470664.355747 + Penalty 3636.400667 = -7467027.955080
  nChanged 1956
		SP:Iteration 13Q (61093.850000 sec): 3 clusters
  Score: Raw -7471818.684788 + Penalty 3636.400667 = -7468182.284121
  nChanged 1725
		SP:Iteration 14Q (61094.480000 sec): 3 clusters
  Score: Raw -7472892.900583 + Penalty 3636.400667 = -7469256.499916
  nChanged 1526
		SP:Iteration 15Q (61095.100000 sec): 3 clusters
  Score: Raw -7473887.798924 + Penalty 3636.400667 = -7470251.398257
  nChanged 1267
		SP:Iteration 16Q (61095.740000 sec): 3 clusters
  Score: Raw -7474747.289282 + Penalty 3636.400667 = -7471110.888614
  nChanged 1049
		SP:Iteration 17Q (61096.400000 sec): 3 clusters
  Score: Raw -7475537.852039 + Penalty 3636.400667 = -7471901.451372
  nChanged 845
		SP:Iteration 18Q (61097.070000 sec): 3 clusters
  Score: Raw -7476203.354012 + Penalty 3636.400667 = -7472566.953345
  nChanged 605
		SP:Iteration 19Q (61097.740000 sec): 3 clusters
  Score: Raw -7476688.709693 + Penalty 3636.400667 = -7473052.309026
  nChanged 437
		SP:Iteration 20F (61098.420000 sec): 3 clusters
  Score: Raw -7476995.046866 + Penalty 3636.400667 = -7473358.646199
  nChanged 347
		SP:Iteration 21Q (61099.000000 sec): 3 clusters
  Score: Raw -7477206.063610 + Penalty 3636.400667 = -7473569.662943
  nChanged 258
		SP:Iteration 22Q (61099.540000 sec): 3 clusters
  Score: Raw -7477338.017728 + Penalty 3636.400667 = -7473701.617061
  nChanged 208
		SP:Iteration 23Q (61100.020000 sec): 3 clusters
  Score: Raw -7477426.367660 + Penalty 3636.400667 = -7473789.966992
  nChanged 155
		SP:Iteration 24Q (61100.560000 sec): 3 clusters
  Score: Raw -7477483.257959 + Penalty 3636.400667 = -7473846.857292
  nChanged 107
		SP:Iteration 25Q (61101.100000 sec): 3 clusters
  Score: Raw -7477519.163030 + Penalty 3636.400667 = -7473882.762363
  nChanged 81
		SP:Iteration 26Q (61101.640000 sec): 3 clusters
  Score: Raw -7477544.905258 + Penalty 3636.400667 = -7473908.504591
  nChanged 77
		SP:Iteration 27Q (61102.190000 sec): 3 clusters
  Score: Raw -7477567.994433 + Penalty 3636.400667 = -7473931.593766
  nChanged 55
		SP:Iteration 28Q (61102.760000 sec): 3 clusters
  Score: Raw -7477581.230412 + Penalty 3636.400667 = -7473944.829745
  nChanged 46
		SP:Iteration 29Q (61103.320000 sec): 3 clusters
  Score: Raw -7477592.372590 + Penalty 3636.400667 = -7473955.971922
  nChanged 36
		SP:Iteration 30Q (61103.900000 sec): 3 clusters
  Score: Raw -7477600.070870 + Penalty 3636.400667 = -7473963.670203
  nChanged 28
		SP:Iteration 31Q (61104.430000 sec): 3 clusters
  Score: Raw -7477604.424234 + Penalty 3636.400667 = -7473968.023566
  nChanged 21
		SP:Iteration 32Q (61104.960000 sec): 3 clusters
  Score: Raw -7477607.134310 + Penalty 3636.400667 = -7473970.733642
  nChanged 12
		SP:Iteration 33Q (61105.500000 sec): 3 clusters
  Score: Raw -7477609.117574 + Penalty 3636.400667 = -7473972.716907
  nChanged 9
		SP:Iteration 34Q (61106.000000 sec): 3 clusters
  Score: Raw -7477611.194255 + Penalty 3636.400667 = -7473974.793588
  nChanged 7
		SP:Iteration 35Q (61106.500000 sec): 3 clusters
  Score: Raw -7477612.436592 + Penalty 3636.400667 = -7473976.035925
  nChanged 4
		SP:Iteration 36Q (61106.990000 sec): 3 clusters
  Score: Raw -7477613.382400 + Penalty 3636.400667 = -7473976.981732
  nChanged 4
		SP:Iteration 37Q (61107.530000 sec): 3 clusters
  Score: Raw -7477613.815346 + Penalty 3636.400667 = -7473977.414679
  nChanged 4
		SP:Iteration 38Q (61108.090000 sec): 3 clusters
  Score: Raw -7477614.291226 + Penalty 3636.400667 = -7473977.890559
  nChanged 1
		SP:Iteration 39Q (61108.620000 sec): 3 clusters
  Score: Raw -7477614.489905 + Penalty 3636.400667 = -7473978.089237
  nChanged 2
		SP:Iteration 40F (61109.160000 sec): 3 clusters
  Score: Raw -7477614.873961 + Penalty 3636.400667 = -7473978.473294
  nChanged 2
		SP:Iteration 41Q (61109.660000 sec): 3 clusters
  Score: Raw -7477615.053856 + Penalty 3636.400667 = -7473978.653189
  nChanged 2
		SP:Iteration 42Q (61110.190000 sec): 3 clusters
  Score: Raw -7477615.339252 + Penalty 3636.400667 = -7473978.938585
  nChanged 2
		SP:Iteration 43Q (61110.710000 sec): 3 clusters
  Score: Raw -7477615.592681 + Penalty 3636.400667 = -7473979.192014
  nChanged 3
		SP:Iteration 44Q (61111.210000 sec): 3 clusters
  Score: Raw -7477616.816843 + Penalty 3636.400667 = -7473980.416175
  nChanged 3
		SP:Iteration 45Q (61111.740000 sec): 3 clusters
  Score: Raw -7477617.416805 + Penalty 3636.400667 = -7473981.016138
  nChanged 4
		SP:Iteration 46Q (61112.280000 sec): 3 clusters
  Score: Raw -7477618.082307 + Penalty 3636.400667 = -7473981.681640
  nChanged 2
		SP:Iteration 47Q (61112.760000 sec): 3 clusters
  Score: Raw -7477618.529468 + Penalty 3636.400667 = -7473982.128800
  nChanged 0
		SP:Iteration 48F (61113.290000 sec): 3 clusters
  Score: Raw -7477618.529468 + Penalty 3636.400667 = -7473982.128800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61113.490000 sec): 2 clusters
  Score: Raw -1998627.335420 + Penalty 1600.175624 = -1997027.159796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61113.770000 sec): 3 clusters
  Score: Raw -1987340.326044 + Penalty 3200.351249 = -1984139.974795
  nChanged 8478
		SP:Iteration 1F (61114.040000 sec): 3 clusters
  Score: Raw -1992207.013950 + Penalty 3200.351249 = -1989006.662701
  nChanged 1129
		SP:Iteration 2F (61114.360000 sec): 3 clusters
  Score: Raw -1992760.843701 + Penalty 3200.351249 = -1989560.492453
  nChanged 1109
		SP:Iteration 3F (61114.630000 sec): 3 clusters
  Score: Raw -1993320.249315 + Penalty 3200.351249 = -1990119.898067
  nChanged 1132
		SP:Iteration 4F (61114.950000 sec): 3 clusters
  Score: Raw -1993904.106486 + Penalty 3200.351249 = -1990703.755237
  nChanged 1062
		SP:Iteration 5F (61115.270000 sec): 3 clusters
  Score: Raw -1994415.190130 + Penalty 3200.351249 = -1991214.838881
  nChanged 916
		SP:Iteration 6Q (61115.580000 sec): 3 clusters
  Score: Raw -1994807.517077 + Penalty 3200.351249 = -1991607.165829
  nChanged 780
		SP:Iteration 7Q (61115.900000 sec): 3 clusters
  Score: Raw -1995132.357746 + Penalty 3200.351249 = -1991932.006498
  nChanged 679
		SP:Iteration 8Q (61116.200000 sec): 3 clusters
  Score: Raw -1995387.167283 + Penalty 3200.351249 = -1992186.816035
  nChanged 580
		SP:Iteration 9Q (61116.430000 sec): 3 clusters
  Score: Raw -1995614.655747 + Penalty 3200.351249 = -1992414.304498
  nChanged 534
		SP:Iteration 10Q (61116.730000 sec): 3 clusters
  Score: Raw -1995800.148143 + Penalty 3200.351249 = -1992599.796894
  nChanged 405
		SP:Iteration 11Q (61117.000000 sec): 3 clusters
  Score: Raw -1995927.812142 + Penalty 3200.351249 = -1992727.460893
  nChanged 385
		SP:Iteration 12Q (61117.260000 sec): 3 clusters
  Score: Raw -1996057.926977 + Penalty 3200.351249 = -1992857.575728
  nChanged 358
		SP:Iteration 13Q (61117.570000 sec): 3 clusters
  Score: Raw -1996179.122337 + Penalty 3200.351249 = -1992978.771089
  nChanged 382
		SP:Iteration 14Q (61117.860000 sec): 3 clusters
  Score: Raw -1996309.184466 + Penalty 3200.351249 = -1993108.833217
  nChanged 355
		SP:Iteration 15Q (61118.170000 sec): 3 clusters
  Score: Raw -1996433.352612 + Penalty 3200.351249 = -1993233.001363
  nChanged 355
		SP:Iteration 16Q (61118.430000 sec): 3 clusters
  Score: Raw -1996564.996759 + Penalty 3200.351249 = -1993364.645510
  nChanged 374
		SP:Iteration 17Q (61118.730000 sec): 3 clusters
  Score: Raw -1996710.292281 + Penalty 3200.351249 = -1993509.941033
  nChanged 369
		SP:Iteration 18Q (61119.050000 sec): 3 clusters
  Score: Raw -1996853.279903 + Penalty 3200.351249 = -1993652.928655
  nChanged 390
		SP:Iteration 19Q (61119.360000 sec): 3 clusters
  Score: Raw -1997021.235197 + Penalty 3200.351249 = -1993820.883949
  nChanged 415
		SP:Iteration 20F (61119.640000 sec): 3 clusters
  Score: Raw -1997216.567046 + Penalty 3200.351249 = -1994016.215798
  nChanged 396
		SP:Iteration 21Q (61119.940000 sec): 3 clusters
  Score: Raw -1997431.672466 + Penalty 3200.351249 = -1994231.321218
  nChanged 380
		SP:Iteration 22Q (61120.240000 sec): 3 clusters
  Score: Raw -1997657.385239 + Penalty 3200.351249 = -1994457.033990
  nChanged 348
		SP:Iteration 23Q (61120.540000 sec): 3 clusters
  Score: Raw -1997886.929341 + Penalty 3200.351249 = -1994686.578093
  nChanged 276
		SP:Iteration 24Q (61120.820000 sec): 3 clusters
  Score: Raw -1998078.564042 + Penalty 3200.351249 = -1994878.212793
  nChanged 251
		SP:Iteration 25Q (61121.090000 sec): 3 clusters
  Score: Raw -1998273.981398 + Penalty 3200.351249 = -1995073.630149
  nChanged 214
		SP:Iteration 26Q (61121.420000 sec): 3 clusters
  Score: Raw -1998476.888439 + Penalty 3200.351249 = -1995276.537191
  nChanged 159
		SP:Iteration 27Q (61121.640000 sec): 3 clusters
  Score: Raw -1998622.818245 + Penalty 3200.351249 = -1995422.466997
  nChanged 99
		SP:Iteration 28Q (61121.960000 sec): 3 clusters
  Score: Raw -1998697.860681 + Penalty 3200.351249 = -1995497.509433
  nChanged 81
		SP:Iteration 29Q (61122.230000 sec): 3 clusters
  Score: Raw -1998755.468675 + Penalty 3200.351249 = -1995555.117426
  nChanged 56
		SP:Iteration 30Q (61122.520000 sec): 3 clusters
  Score: Raw -1998796.477367 + Penalty 3200.351249 = -1995596.126119
  nChanged 38
		SP:Iteration 31Q (61122.830000 sec): 3 clusters
  Score: Raw -1998818.696135 + Penalty 3200.351249 = -1995618.344886
  nChanged 22
		SP:Iteration 32Q (61123.120000 sec): 3 clusters
  Score: Raw -1998830.288732 + Penalty 3200.351249 = -1995629.937484
  nChanged 17
		SP:Iteration 33Q (61123.390000 sec): 3 clusters
  Score: Raw -1998839.684661 + Penalty 3200.351249 = -1995639.333412
  nChanged 13
		SP:Iteration 34Q (61123.600000 sec): 3 clusters
  Score: Raw -1998846.418771 + Penalty 3200.351249 = -1995646.067522
  nChanged 10
		SP:Iteration 35Q (61123.920000 sec): 3 clusters
  Score: Raw -1998850.770452 + Penalty 3200.351249 = -1995650.419203
  nChanged 12
		SP:Iteration 36Q (61124.240000 sec): 3 clusters
  Score: Raw -1998858.237738 + Penalty 3200.351249 = -1995657.886489
  nChanged 13
		SP:Iteration 37Q (61124.530000 sec): 3 clusters
  Score: Raw -1998867.135628 + Penalty 3200.351249 = -1995666.784379
  nChanged 15
		SP:Iteration 38Q (61124.870000 sec): 3 clusters
  Score: Raw -1998875.936292 + Penalty 3200.351249 = -1995675.585044
  nChanged 14
		SP:Iteration 39Q (61125.160000 sec): 3 clusters
  Score: Raw -1998883.532597 + Penalty 3200.351249 = -1995683.181348
  nChanged 9
		SP:Iteration 40F (61125.420000 sec): 3 clusters
  Score: Raw -1998888.667729 + Penalty 3200.351249 = -1995688.316480
  nChanged 8
		SP:Iteration 41Q (61125.700000 sec): 3 clusters
  Score: Raw -1998891.966201 + Penalty 3200.351249 = -1995691.614952
  nChanged 7
		SP:Iteration 42Q (61126.050000 sec): 3 clusters
  Score: Raw -1998896.374711 + Penalty 3200.351249 = -1995696.023462
  nChanged 7
		SP:Iteration 43Q (61126.360000 sec): 3 clusters
  Score: Raw -1998899.844797 + Penalty 3200.351249 = -1995699.493548
  nChanged 5
		SP:Iteration 44Q (61126.600000 sec): 3 clusters
  Score: Raw -1998902.818289 + Penalty 3200.351249 = -1995702.467040
  nChanged 4
		SP:Iteration 45Q (61126.900000 sec): 3 clusters
  Score: Raw -1998904.055989 + Penalty 3200.351249 = -1995703.704740
  nChanged 3
		SP:Iteration 46Q (61127.240000 sec): 3 clusters
  Score: Raw -1998906.179544 + Penalty 3200.351249 = -1995705.828296
  nChanged 5
		SP:Iteration 47Q (61127.520000 sec): 3 clusters
  Score: Raw -1998908.499512 + Penalty 3200.351249 = -1995708.148264
  nChanged 6
		SP:Iteration 48Q (61127.780000 sec): 3 clusters
  Score: Raw -1998911.520064 + Penalty 3200.351249 = -1995711.168815
  nChanged 5
		SP:Iteration 49Q (61128.080000 sec): 3 clusters
  Score: Raw -1998914.255513 + Penalty 3200.351249 = -1995713.904264
  nChanged 3
		SP:Iteration 50Q (61128.340000 sec): 3 clusters
  Score: Raw -1998915.947012 + Penalty 3200.351249 = -1995715.595763
  nChanged 7
		SP:Iteration 51Q (61128.630000 sec): 3 clusters
  Score: Raw -1998919.265797 + Penalty 3200.351249 = -1995718.914549
  nChanged 6
		SP:Iteration 52Q (61128.960000 sec): 3 clusters
  Score: Raw -1998921.693599 + Penalty 3200.351249 = -1995721.342351
  nChanged 2
		SP:Iteration 53Q (61129.240000 sec): 3 clusters
  Score: Raw -1998922.561976 + Penalty 3200.351249 = -1995722.210728
  nChanged 1
		SP:Iteration 54Q (61129.480000 sec): 3 clusters
  Score: Raw -1998922.802927 + Penalty 3200.351249 = -1995722.451679
  nChanged 0
		SP:Iteration 55F (61129.780000 sec): 3 clusters
  Score: Raw -1998922.802927 + Penalty 3200.351249 = -1995722.451679
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61130.100000 sec): 2 clusters
  Score: Raw -4060849.092153 + Penalty 1727.189731 = -4059121.902422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61130.520000 sec): 3 clusters
  Score: Raw -4034877.359811 + Penalty 3454.379461 = -4031422.980350
  nChanged 19303
		SP:Iteration 1F (61130.950000 sec): 3 clusters
  Score: Raw -4046116.392173 + Penalty 3454.379461 = -4042662.012712
  nChanged 2282
		SP:Iteration 2F (61131.330000 sec): 3 clusters
  Score: Raw -4047128.637762 + Penalty 3454.379461 = -4043674.258301
  nChanged 2340
		SP:Iteration 3F (61131.730000 sec): 3 clusters
  Score: Raw -4048296.159510 + Penalty 3454.379461 = -4044841.780049
  nChanged 2299
		SP:Iteration 4F (61132.130000 sec): 3 clusters
  Score: Raw -4049468.444572 + Penalty 3454.379461 = -4046014.065111
  nChanged 2269
		SP:Iteration 5F (61132.550000 sec): 3 clusters
  Score: Raw -4050723.806790 + Penalty 3454.379461 = -4047269.427329
  nChanged 2328
		SP:Iteration 6F (61133.020000 sec): 3 clusters
  Score: Raw -4052020.402685 + Penalty 3454.379461 = -4048566.023224
  nChanged 2123
		SP:Iteration 7F (61133.480000 sec): 3 clusters
  Score: Raw -4053260.705306 + Penalty 3454.379461 = -4049806.325845
  nChanged 1989
		SP:Iteration 8Q (61133.920000 sec): 3 clusters
  Score: Raw -4054441.643324 + Penalty 3454.379461 = -4050987.263863
  nChanged 1768
		SP:Iteration 9Q (61134.350000 sec): 3 clusters
  Score: Raw -4055420.953214 + Penalty 3454.379461 = -4051966.573753
  nChanged 1389
		SP:Iteration 10Q (61134.800000 sec): 3 clusters
  Score: Raw -4056078.880884 + Penalty 3454.379461 = -4052624.501423
  nChanged 1092
		SP:Iteration 11Q (61135.240000 sec): 3 clusters
  Score: Raw -4056508.901679 + Penalty 3454.379461 = -4053054.522218
  nChanged 859
		SP:Iteration 12Q (61135.710000 sec): 3 clusters
  Score: Raw -4056817.196051 + Penalty 3454.379461 = -4053362.816590
  nChanged 695
		SP:Iteration 13Q (61136.150000 sec): 3 clusters
  Score: Raw -4057063.944987 + Penalty 3454.379461 = -4053609.565526
  nChanged 596
		SP:Iteration 14Q (61136.610000 sec): 3 clusters
  Score: Raw -4057282.333912 + Penalty 3454.379461 = -4053827.954451
  nChanged 577
		SP:Iteration 15Q (61137.050000 sec): 3 clusters
  Score: Raw -4057501.255341 + Penalty 3454.379461 = -4054046.875880
  nChanged 585
		SP:Iteration 16Q (61137.440000 sec): 3 clusters
  Score: Raw -4057743.226141 + Penalty 3454.379461 = -4054288.846680
  nChanged 559
		SP:Iteration 17Q (61137.810000 sec): 3 clusters
  Score: Raw -4057972.515031 + Penalty 3454.379461 = -4054518.135570
  nChanged 578
		SP:Iteration 18Q (61138.220000 sec): 3 clusters
  Score: Raw -4058228.409866 + Penalty 3454.379461 = -4054774.030405
  nChanged 603
		SP:Iteration 19Q (61138.610000 sec): 3 clusters
  Score: Raw -4058480.036975 + Penalty 3454.379461 = -4055025.657513
  nChanged 584
		SP:Iteration 20F (61139.050000 sec): 3 clusters
  Score: Raw -4058706.276123 + Penalty 3454.379461 = -4055251.896662
  nChanged 546
		SP:Iteration 21Q (61139.460000 sec): 3 clusters
  Score: Raw -4058902.971610 + Penalty 3454.379461 = -4055448.592149
  nChanged 474
		SP:Iteration 22Q (61139.850000 sec): 3 clusters
  Score: Raw -4059062.814744 + Penalty 3454.379461 = -4055608.435282
  nChanged 451
		SP:Iteration 23Q (61140.310000 sec): 3 clusters
  Score: Raw -4059218.271776 + Penalty 3454.379461 = -4055763.892315
  nChanged 412
		SP:Iteration 24Q (61140.710000 sec): 3 clusters
  Score: Raw -4059352.826505 + Penalty 3454.379461 = -4055898.447044
  nChanged 397
		SP:Iteration 25Q (61141.130000 sec): 3 clusters
  Score: Raw -4059482.532375 + Penalty 3454.379461 = -4056028.152914
  nChanged 359
		SP:Iteration 26Q (61141.560000 sec): 3 clusters
  Score: Raw -4059602.525860 + Penalty 3454.379461 = -4056148.146399
  nChanged 346
		SP:Iteration 27Q (61141.970000 sec): 3 clusters
  Score: Raw -4059717.052875 + Penalty 3454.379461 = -4056262.673414
  nChanged 347
		SP:Iteration 28Q (61142.400000 sec): 3 clusters
  Score: Raw -4059824.272651 + Penalty 3454.379461 = -4056369.893190
  nChanged 315
		SP:Iteration 29Q (61142.810000 sec): 3 clusters
  Score: Raw -4059925.289314 + Penalty 3454.379461 = -4056470.909853
  nChanged 308
		SP:Iteration 30Q (61143.160000 sec): 3 clusters
  Score: Raw -4060024.877791 + Penalty 3454.379461 = -4056570.498330
  nChanged 275
		SP:Iteration 31Q (61143.630000 sec): 3 clusters
  Score: Raw -4060106.018277 + Penalty 3454.379461 = -4056651.638816
  nChanged 274
		SP:Iteration 32Q (61144.020000 sec): 3 clusters
  Score: Raw -4060184.755506 + Penalty 3454.379461 = -4056730.376044
  nChanged 254
		SP:Iteration 33Q (61144.400000 sec): 3 clusters
  Score: Raw -4060253.860695 + Penalty 3454.379461 = -4056799.481234
  nChanged 234
		SP:Iteration 34Q (61144.810000 sec): 3 clusters
  Score: Raw -4060317.857959 + Penalty 3454.379461 = -4056863.478498
  nChanged 249
		SP:Iteration 35Q (61145.220000 sec): 3 clusters
  Score: Raw -4060381.419294 + Penalty 3454.379461 = -4056927.039833
  nChanged 218
		SP:Iteration 36Q (61145.640000 sec): 3 clusters
  Score: Raw -4060434.110493 + Penalty 3454.379461 = -4056979.731032
  nChanged 209
		SP:Iteration 37Q (61146.100000 sec): 3 clusters
  Score: Raw -4060488.782880 + Penalty 3454.379461 = -4057034.403419
  nChanged 205
		SP:Iteration 38Q (61146.530000 sec): 3 clusters
  Score: Raw -4060546.760025 + Penalty 3454.379461 = -4057092.380564
  nChanged 209
		SP:Iteration 39Q (61146.880000 sec): 3 clusters
  Score: Raw -4060606.043151 + Penalty 3454.379461 = -4057151.663690
  nChanged 198
		SP:Iteration 40F (61147.380000 sec): 3 clusters
  Score: Raw -4060666.873756 + Penalty 3454.379461 = -4057212.494295
  nChanged 190
		SP:Iteration 41Q (61147.800000 sec): 3 clusters
  Score: Raw -4060725.593805 + Penalty 3454.379461 = -4057271.214343
  nChanged 177
		SP:Iteration 42Q (61148.220000 sec): 3 clusters
  Score: Raw -4060782.511192 + Penalty 3454.379461 = -4057328.131731
  nChanged 183
		SP:Iteration 43Q (61148.610000 sec): 3 clusters
  Score: Raw -4060844.426055 + Penalty 3454.379461 = -4057390.046594
  nChanged 183
		SP:Iteration 44Q (61149.040000 sec): 3 clusters
  Score: Raw -4060914.427733 + Penalty 3454.379461 = -4057460.048271
  nChanged 188
		SP:Iteration 45Q (61149.410000 sec): 3 clusters
  Score: Raw -4060992.319667 + Penalty 3454.379461 = -4057537.940206
  nChanged 194
		SP:Iteration 46Q (61149.800000 sec): 3 clusters
  Score: Raw -4061072.164311 + Penalty 3454.379461 = -4057617.784850
  nChanged 204
		SP:Iteration 47Q (61150.180000 sec): 3 clusters
  Score: Raw -4061157.731495 + Penalty 3454.379461 = -4057703.352034
  nChanged 206
		SP:Iteration 48Q (61150.600000 sec): 3 clusters
  Score: Raw -4061255.340434 + Penalty 3454.379461 = -4057800.960972
  nChanged 174
		SP:Iteration 49Q (61151.030000 sec): 3 clusters
  Score: Raw -4061343.806675 + Penalty 3454.379461 = -4057889.427214
  nChanged 152
		SP:Iteration 50Q (61151.460000 sec): 3 clusters
  Score: Raw -4061405.570438 + Penalty 3454.379461 = -4057951.190976
  nChanged 121
		SP:Iteration 51Q (61151.920000 sec): 3 clusters
  Score: Raw -4061454.043886 + Penalty 3454.379461 = -4057999.664425
  nChanged 129
		SP:Iteration 52Q (61152.320000 sec): 3 clusters
  Score: Raw -4061504.788446 + Penalty 3454.379461 = -4058050.408985
  nChanged 119
		SP:Iteration 53Q (61152.750000 sec): 3 clusters
  Score: Raw -4061538.839479 + Penalty 3454.379461 = -4058084.460018
  nChanged 89
		SP:Iteration 54Q (61153.250000 sec): 3 clusters
  Score: Raw -4061565.496159 + Penalty 3454.379461 = -4058111.116698
  nChanged 69
		SP:Iteration 55Q (61153.650000 sec): 3 clusters
  Score: Raw -4061582.952818 + Penalty 3454.379461 = -4058128.573357
  nChanged 44
		SP:Iteration 56Q (61154.040000 sec): 3 clusters
  Score: Raw -4061594.501047 + Penalty 3454.379461 = -4058140.121586
  nChanged 51
		SP:Iteration 57Q (61154.440000 sec): 3 clusters
  Score: Raw -4061604.345693 + Penalty 3454.379461 = -4058149.966232
  nChanged 39
		SP:Iteration 58Q (61154.830000 sec): 3 clusters
  Score: Raw -4061613.298001 + Penalty 3454.379461 = -4058158.918540
  nChanged 48
		SP:Iteration 59Q (61155.250000 sec): 3 clusters
  Score: Raw -4061624.729071 + Penalty 3454.379461 = -4058170.349610
  nChanged 39
		SP:Iteration 60F (61155.670000 sec): 3 clusters
  Score: Raw -4061634.310625 + Penalty 3454.379461 = -4058179.931164
  nChanged 37
		SP:Iteration 61Q (61156.110000 sec): 3 clusters
  Score: Raw -4061643.852541 + Penalty 3454.379461 = -4058189.473080
  nChanged 34
		SP:Iteration 62Q (61156.480000 sec): 3 clusters
  Score: Raw -4061651.749071 + Penalty 3454.379461 = -4058197.369610
  nChanged 32
		SP:Iteration 63Q (61156.830000 sec): 3 clusters
  Score: Raw -4061659.976559 + Penalty 3454.379461 = -4058205.597098
  nChanged 26
		SP:Iteration 64Q (61157.200000 sec): 3 clusters
  Score: Raw -4061665.914446 + Penalty 3454.379461 = -4058211.534985
  nChanged 22
		SP:Iteration 65Q (61157.570000 sec): 3 clusters
  Score: Raw -4061670.400873 + Penalty 3454.379461 = -4058216.021412
  nChanged 17
		SP:Iteration 66Q (61158.000000 sec): 3 clusters
  Score: Raw -4061674.684190 + Penalty 3454.379461 = -4058220.304729
  nChanged 18
		SP:Iteration 67Q (61158.380000 sec): 3 clusters
  Score: Raw -4061678.195181 + Penalty 3454.379461 = -4058223.815720
  nChanged 18
		SP:Iteration 68Q (61158.820000 sec): 3 clusters
  Score: Raw -4061681.143750 + Penalty 3454.379461 = -4058226.764288
  nChanged 16
		SP:Iteration 69Q (61159.250000 sec): 3 clusters
  Score: Raw -4061683.907936 + Penalty 3454.379461 = -4058229.528475
  nChanged 14
		SP:Iteration 70Q (61159.720000 sec): 3 clusters
  Score: Raw -4061686.498807 + Penalty 3454.379461 = -4058232.119346
  nChanged 9
		SP:Iteration 71Q (61160.150000 sec): 3 clusters
  Score: Raw -4061687.731198 + Penalty 3454.379461 = -4058233.351737
  nChanged 3
		SP:Iteration 72Q (61160.560000 sec): 3 clusters
  Score: Raw -4061688.241495 + Penalty 3454.379461 = -4058233.862033
  nChanged 4
		SP:Iteration 73Q (61160.920000 sec): 3 clusters
  Score: Raw -4061688.888385 + Penalty 3454.379461 = -4058234.508924
  nChanged 5
		SP:Iteration 74Q (61161.300000 sec): 3 clusters
  Score: Raw -4061689.616316 + Penalty 3454.379461 = -4058235.236855
  nChanged 2
		SP:Iteration 75Q (61161.690000 sec): 3 clusters
  Score: Raw -4061689.960440 + Penalty 3454.379461 = -4058235.580979
  nChanged 3
		SP:Iteration 76Q (61162.070000 sec): 3 clusters
  Score: Raw -4061690.276014 + Penalty 3454.379461 = -4058235.896552
  nChanged 3
		SP:Iteration 77Q (61162.440000 sec): 3 clusters
  Score: Raw -4061690.679274 + Penalty 3454.379461 = -4058236.299813
  nChanged 4
		SP:Iteration 78Q (61162.870000 sec): 3 clusters
  Score: Raw -4061691.056940 + Penalty 3454.379461 = -4058236.677479
  nChanged 4
		SP:Iteration 79Q (61163.290000 sec): 3 clusters
  Score: Raw -4061691.509156 + Penalty 3454.379461 = -4058237.129695
  nChanged 6
		SP:Iteration 80F (61163.660000 sec): 3 clusters
  Score: Raw -4061692.421025 + Penalty 3454.379461 = -4058238.041564
  nChanged 3
		SP:Iteration 81Q (61164.010000 sec): 3 clusters
  Score: Raw -4061692.961223 + Penalty 3454.379461 = -4058238.581762
  nChanged 7
		SP:Iteration 82Q (61164.420000 sec): 3 clusters
  Score: Raw -4061694.051223 + Penalty 3454.379461 = -4058239.671762
  nChanged 4
		SP:Iteration 83Q (61164.790000 sec): 3 clusters
  Score: Raw -4061694.938769 + Penalty 3454.379461 = -4058240.559307
  nChanged 10
		SP:Iteration 84Q (61165.160000 sec): 3 clusters
  Score: Raw -4061696.911855 + Penalty 3454.379461 = -4058242.532394
  nChanged 7
		SP:Iteration 85Q (61165.530000 sec): 3 clusters
  Score: Raw -4061697.979779 + Penalty 3454.379461 = -4058243.600318
  nChanged 7
		SP:Iteration 86Q (61165.900000 sec): 3 clusters
  Score: Raw -4061699.023499 + Penalty 3454.379461 = -4058244.644038
  nChanged 10
		SP:Iteration 87Q (61166.350000 sec): 3 clusters
  Score: Raw -4061700.486777 + Penalty 3454.379461 = -4058246.107316
  nChanged 11
		SP:Iteration 88Q (61166.750000 sec): 3 clusters
  Score: Raw -4061702.271405 + Penalty 3454.379461 = -4058247.891944
  nChanged 10
		SP:Iteration 89Q (61167.200000 sec): 3 clusters
  Score: Raw -4061704.857490 + Penalty 3454.379461 = -4058250.478028
  nChanged 11
		SP:Iteration 90Q (61167.580000 sec): 3 clusters
  Score: Raw -4061707.242347 + Penalty 3454.379461 = -4058252.862886
  nChanged 6
		SP:Iteration 91Q (61167.990000 sec): 3 clusters
  Score: Raw -4061708.860397 + Penalty 3454.379461 = -4058254.480935
  nChanged 8
		SP:Iteration 92Q (61168.440000 sec): 3 clusters
  Score: Raw -4061711.011744 + Penalty 3454.379461 = -4058256.632283
  nChanged 9
		SP:Iteration 93Q (61168.820000 sec): 3 clusters
  Score: Raw -4061712.993330 + Penalty 3454.379461 = -4058258.613869
  nChanged 8
		SP:Iteration 94Q (61169.180000 sec): 3 clusters
  Score: Raw -4061714.887888 + Penalty 3454.379461 = -4058260.508427
  nChanged 6
		SP:Iteration 95Q (61169.630000 sec): 3 clusters
  Score: Raw -4061716.032610 + Penalty 3454.379461 = -4058261.653149
  nChanged 3
		SP:Iteration 96Q (61170.010000 sec): 3 clusters
  Score: Raw -4061716.936737 + Penalty 3454.379461 = -4058262.557276
  nChanged 3
		SP:Iteration 97Q (61170.440000 sec): 3 clusters
  Score: Raw -4061718.069120 + Penalty 3454.379461 = -4058263.689659
  nChanged 8
		SP:Iteration 98Q (61170.790000 sec): 3 clusters
  Score: Raw -4061719.853383 + Penalty 3454.379461 = -4058265.473922
  nChanged 8
		SP:Iteration 99Q (61171.210000 sec): 3 clusters
  Score: Raw -4061720.983492 + Penalty 3454.379461 = -4058266.604031
  nChanged 11
		SP:Iteration 100F (61171.710000 sec): 3 clusters
  Score: Raw -4061722.492037 + Penalty 3454.379461 = -4058268.112576
  nChanged 3
		SP:Iteration 101Q (61172.070000 sec): 3 clusters
  Score: Raw -4061722.944769 + Penalty 3454.379461 = -4058268.565308
  nChanged 1
		SP:Iteration 102Q (61172.480000 sec): 3 clusters
  Score: Raw -4061723.332119 + Penalty 3454.379461 = -4058268.952658
  nChanged 3
		SP:Iteration 103Q (61172.890000 sec): 3 clusters
  Score: Raw -4061723.762372 + Penalty 3454.379461 = -4058269.382911
  nChanged 1
		SP:Iteration 104Q (61173.300000 sec): 3 clusters
  Score: Raw -4061724.319694 + Penalty 3454.379461 = -4058269.940233
  nChanged 3
		SP:Iteration 105Q (61173.770000 sec): 3 clusters
  Score: Raw -4061724.700989 + Penalty 3454.379461 = -4058270.321528
  nChanged 4
		SP:Iteration 106Q (61174.190000 sec): 3 clusters
  Score: Raw -4061725.523807 + Penalty 3454.379461 = -4058271.144346
  nChanged 1
		SP:Iteration 107Q (61174.660000 sec): 3 clusters
  Score: Raw -4061725.807807 + Penalty 3454.379461 = -4058271.428346
  nChanged 2
		SP:Iteration 108Q (61175.090000 sec): 3 clusters
  Score: Raw -4061726.237677 + Penalty 3454.379461 = -4058271.858216
  nChanged 2
		SP:Iteration 109Q (61175.530000 sec): 3 clusters
  Score: Raw -4061726.356449 + Penalty 3454.379461 = -4058271.976988
  nChanged 1
		SP:Iteration 110Q (61175.960000 sec): 3 clusters
  Score: Raw -4061726.539498 + Penalty 3454.379461 = -4058272.160037
  nChanged 1
		SP:Iteration 111Q (61176.400000 sec): 3 clusters
  Score: Raw -4061726.682065 + Penalty 3454.379461 = -4058272.302604
  nChanged 2
		SP:Iteration 112Q (61176.830000 sec): 3 clusters
  Score: Raw -4061726.959372 + Penalty 3454.379461 = -4058272.579911
  nChanged 2
		SP:Iteration 113Q (61177.270000 sec): 3 clusters
  Score: Raw -4061727.149827 + Penalty 3454.379461 = -4058272.770365
  nChanged 1
		SP:Iteration 114Q (61177.710000 sec): 3 clusters
  Score: Raw -4061727.217821 + Penalty 3454.379461 = -4058272.838360
  nChanged 0
		SP:Iteration 115F (61178.140000 sec): 3 clusters
  Score: Raw -4061727.217821 + Penalty 3454.379461 = -4058272.838360
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61178.310000 sec): 2 clusters
  Score: Raw -1596249.049219 + Penalty 1566.834401 = -1594682.214818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61178.580000 sec): 3 clusters
  Score: Raw -1587115.982500 + Penalty 3133.668802 = -1583982.313698
  nChanged 6903
		SP:Iteration 1F (61178.850000 sec): 3 clusters
  Score: Raw -1591034.373944 + Penalty 3133.668802 = -1587900.705142
  nChanged 959
		SP:Iteration 2F (61179.120000 sec): 3 clusters
  Score: Raw -1591629.530241 + Penalty 3133.668802 = -1588495.861439
  nChanged 927
		SP:Iteration 3F (61179.390000 sec): 3 clusters
  Score: Raw -1592253.051160 + Penalty 3133.668802 = -1589119.382358
  nChanged 875
		SP:Iteration 4F (61179.660000 sec): 3 clusters
  Score: Raw -1592872.444071 + Penalty 3133.668802 = -1589738.775269
  nChanged 826
		SP:Iteration 5F (61179.930000 sec): 3 clusters
  Score: Raw -1593454.089396 + Penalty 3133.668802 = -1590320.420595
  nChanged 776
		SP:Iteration 6F (61180.200000 sec): 3 clusters
  Score: Raw -1593996.582310 + Penalty 3133.668802 = -1590862.913508
  nChanged 731
		SP:Iteration 7Q (61180.470000 sec): 3 clusters
  Score: Raw -1594462.145743 + Penalty 3133.668802 = -1591328.476942
  nChanged 644
		SP:Iteration 8Q (61180.740000 sec): 3 clusters
  Score: Raw -1594864.202636 + Penalty 3133.668802 = -1591730.533834
  nChanged 546
		SP:Iteration 9Q (61180.990000 sec): 3 clusters
  Score: Raw -1595178.061259 + Penalty 3133.668802 = -1592044.392457
  nChanged 410
		SP:Iteration 10Q (61181.320000 sec): 3 clusters
  Score: Raw -1595387.557326 + Penalty 3133.668802 = -1592253.888525
  nChanged 343
		SP:Iteration 11Q (61181.620000 sec): 3 clusters
  Score: Raw -1595555.357172 + Penalty 3133.668802 = -1592421.688370
  nChanged 311
		SP:Iteration 12Q (61181.870000 sec): 3 clusters
  Score: Raw -1595691.589275 + Penalty 3133.668802 = -1592557.920473
  nChanged 246
		SP:Iteration 13Q (61182.110000 sec): 3 clusters
  Score: Raw -1595795.245239 + Penalty 3133.668802 = -1592661.576438
  nChanged 228
		SP:Iteration 14Q (61182.370000 sec): 3 clusters
  Score: Raw -1595885.819621 + Penalty 3133.668802 = -1592752.150820
  nChanged 176
		SP:Iteration 15Q (61182.630000 sec): 3 clusters
  Score: Raw -1595967.866092 + Penalty 3133.668802 = -1592834.197290
  nChanged 192
		SP:Iteration 16Q (61182.880000 sec): 3 clusters
  Score: Raw -1596061.627152 + Penalty 3133.668802 = -1592927.958350
  nChanged 186
		SP:Iteration 17Q (61183.140000 sec): 3 clusters
  Score: Raw -1596151.510511 + Penalty 3133.668802 = -1593017.841710
  nChanged 167
		SP:Iteration 18Q (61183.400000 sec): 3 clusters
  Score: Raw -1596238.752208 + Penalty 3133.668802 = -1593105.083406
  nChanged 149
		SP:Iteration 19Q (61183.680000 sec): 3 clusters
  Score: Raw -1596318.283850 + Penalty 3133.668802 = -1593184.615048
  nChanged 120
		SP:Iteration 20F (61183.930000 sec): 3 clusters
  Score: Raw -1596386.943089 + Penalty 3133.668802 = -1593253.274287
  nChanged 101
		SP:Iteration 21Q (61184.170000 sec): 3 clusters
  Score: Raw -1596445.096840 + Penalty 3133.668802 = -1593311.428039
  nChanged 96
		SP:Iteration 22Q (61184.470000 sec): 3 clusters
  Score: Raw -1596496.200941 + Penalty 3133.668802 = -1593362.532139
  nChanged 83
		SP:Iteration 23Q (61184.730000 sec): 3 clusters
  Score: Raw -1596531.189876 + Penalty 3133.668802 = -1593397.521074
  nChanged 68
		SP:Iteration 24Q (61184.950000 sec): 3 clusters
  Score: Raw -1596563.289467 + Penalty 3133.668802 = -1593429.620665
  nChanged 56
		SP:Iteration 25Q (61185.230000 sec): 3 clusters
  Score: Raw -1596587.227214 + Penalty 3133.668802 = -1593453.558413
  nChanged 47
		SP:Iteration 26Q (61185.500000 sec): 3 clusters
  Score: Raw -1596607.351205 + Penalty 3133.668802 = -1593473.682403
  nChanged 38
		SP:Iteration 27Q (61185.730000 sec): 3 clusters
  Score: Raw -1596620.289499 + Penalty 3133.668802 = -1593486.620698
  nChanged 32
		SP:Iteration 28Q (61186.000000 sec): 3 clusters
  Score: Raw -1596630.635288 + Penalty 3133.668802 = -1593496.966487
  nChanged 25
		SP:Iteration 29Q (61186.200000 sec): 3 clusters
  Score: Raw -1596637.449257 + Penalty 3133.668802 = -1593503.780455
  nChanged 12
		SP:Iteration 30Q (61186.440000 sec): 3 clusters
  Score: Raw -1596641.396878 + Penalty 3133.668802 = -1593507.728076
  nChanged 12
		SP:Iteration 31Q (61186.720000 sec): 3 clusters
  Score: Raw -1596645.343599 + Penalty 3133.668802 = -1593511.674797
  nChanged 14
		SP:Iteration 32Q (61186.990000 sec): 3 clusters
  Score: Raw -1596648.223453 + Penalty 3133.668802 = -1593514.554652
  nChanged 6
		SP:Iteration 33Q (61187.190000 sec): 3 clusters
  Score: Raw -1596649.673542 + Penalty 3133.668802 = -1593516.004740
  nChanged 8
		SP:Iteration 34Q (61187.440000 sec): 3 clusters
  Score: Raw -1596651.446597 + Penalty 3133.668802 = -1593517.777795
  nChanged 6
		SP:Iteration 35Q (61187.690000 sec): 3 clusters
  Score: Raw -1596652.555915 + Penalty 3133.668802 = -1593518.887114
  nChanged 6
		SP:Iteration 36Q (61187.880000 sec): 3 clusters
  Score: Raw -1596654.302422 + Penalty 3133.668802 = -1593520.633620
  nChanged 7
		SP:Iteration 37Q (61188.140000 sec): 3 clusters
  Score: Raw -1596655.946286 + Penalty 3133.668802 = -1593522.277485
  nChanged 2
		SP:Iteration 38Q (61188.410000 sec): 3 clusters
  Score: Raw -1596656.270271 + Penalty 3133.668802 = -1593522.601469
  nChanged 3
		SP:Iteration 39Q (61188.720000 sec): 3 clusters
  Score: Raw -1596656.876685 + Penalty 3133.668802 = -1593523.207884
  nChanged 5
		SP:Iteration 40F (61188.970000 sec): 3 clusters
  Score: Raw -1596657.730406 + Penalty 3133.668802 = -1593524.061604
  nChanged 4
		SP:Iteration 41Q (61189.220000 sec): 3 clusters
  Score: Raw -1596658.625099 + Penalty 3133.668802 = -1593524.956297
  nChanged 2
		SP:Iteration 42Q (61189.500000 sec): 3 clusters
  Score: Raw -1596658.878878 + Penalty 3133.668802 = -1593525.210076
  nChanged 3
		SP:Iteration 43Q (61189.760000 sec): 3 clusters
  Score: Raw -1596659.572655 + Penalty 3133.668802 = -1593525.903853
  nChanged 4
		SP:Iteration 44Q (61189.990000 sec): 3 clusters
  Score: Raw -1596661.008811 + Penalty 3133.668802 = -1593527.340009
  nChanged 5
		SP:Iteration 45Q (61190.240000 sec): 3 clusters
  Score: Raw -1596662.294658 + Penalty 3133.668802 = -1593528.625856
  nChanged 2
		SP:Iteration 46Q (61190.490000 sec): 3 clusters
  Score: Raw -1596662.780693 + Penalty 3133.668802 = -1593529.111891
  nChanged 1
		SP:Iteration 47Q (61190.790000 sec): 3 clusters
  Score: Raw -1596663.108270 + Penalty 3133.668802 = -1593529.439468
  nChanged 0
		SP:Iteration 48F (61191.040000 sec): 3 clusters
  Score: Raw -1596663.108270 + Penalty 3133.668802 = -1593529.439468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61191.390000 sec): 2 clusters
  Score: Raw -5343293.243509 + Penalty 1757.399433 = -5341535.844076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61191.800000 sec): 3 clusters
  Score: Raw -5311822.937079 + Penalty 3514.798866 = -5308308.138213
  nChanged 23401
		SP:Iteration 1F (61192.250000 sec): 3 clusters
  Score: Raw -5324763.089714 + Penalty 3514.798866 = -5321248.290848
  nChanged 1759
		SP:Iteration 2Q (61192.670000 sec): 3 clusters
  Score: Raw -5325201.245946 + Penalty 3514.798866 = -5321686.447079
  nChanged 1726
		SP:Iteration 3Q (61193.200000 sec): 3 clusters
  Score: Raw -5325666.164277 + Penalty 3514.798866 = -5322151.365410
  nChanged 1950
		SP:Iteration 4Q (61193.610000 sec): 3 clusters
  Score: Raw -5326297.091031 + Penalty 3514.798866 = -5322782.292165
  nChanged 2148
		SP:Iteration 5Q (61194.090000 sec): 3 clusters
  Score: Raw -5327140.912785 + Penalty 3514.798866 = -5323626.113919
  nChanged 2617
		SP:Iteration 6F (61194.530000 sec): 3 clusters
  Score: Raw -5328465.094099 + Penalty 3514.798866 = -5324950.295232
  nChanged 3346
		SP:Iteration 7F (61195.010000 sec): 3 clusters
  Score: Raw -5330636.955707 + Penalty 3514.798866 = -5327122.156841
  nChanged 4005
		SP:Iteration 8F (61195.460000 sec): 3 clusters
  Score: Raw -5333897.191352 + Penalty 3514.798866 = -5330382.392485
  nChanged 4031
		SP:Iteration 9F (61195.900000 sec): 3 clusters
  Score: Raw -5337663.084906 + Penalty 3514.798866 = -5334148.286039
  nChanged 3155
		SP:Iteration 10F (61196.290000 sec): 3 clusters
  Score: Raw -5340798.407696 + Penalty 3514.798866 = -5337283.608830
  nChanged 1703
		SP:Iteration 11Q (61196.640000 sec): 3 clusters
  Score: Raw -5342469.687416 + Penalty 3514.798866 = -5338954.888550
  nChanged 624
		SP:Iteration 12Q (61197.130000 sec): 3 clusters
  Score: Raw -5343071.018899 + Penalty 3514.798866 = -5339556.220033
  nChanged 192
		SP:Iteration 13Q (61197.570000 sec): 3 clusters
  Score: Raw -5343312.217948 + Penalty 3514.798866 = -5339797.419081
  nChanged 65
		SP:Iteration 14Q (61198.030000 sec): 3 clusters
  Score: Raw -5343410.174972 + Penalty 3514.798866 = -5339895.376106
  nChanged 31
		SP:Iteration 15Q (61198.510000 sec): 3 clusters
  Score: Raw -5343469.673896 + Penalty 3514.798866 = -5339954.875030
  nChanged 21
		SP:Iteration 16Q (61198.980000 sec): 3 clusters
  Score: Raw -5343511.779850 + Penalty 3514.798866 = -5339996.980983
  nChanged 12
		SP:Iteration 17Q (61199.370000 sec): 3 clusters
  Score: Raw -5343534.297240 + Penalty 3514.798866 = -5340019.498373
  nChanged 8
		SP:Iteration 18Q (61199.760000 sec): 3 clusters
  Score: Raw -5343546.953524 + Penalty 3514.798866 = -5340032.154658
  nChanged 3
		SP:Iteration 19Q (61200.170000 sec): 3 clusters
  Score: Raw -5343550.666251 + Penalty 3514.798866 = -5340035.867385
  nChanged 4
		SP:Iteration 20F (61200.690000 sec): 3 clusters
  Score: Raw -5343559.998372 + Penalty 3514.798866 = -5340045.199506
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61200.810000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61200.980000 sec): 3 clusters
  Score: Raw -302599.391062 + Penalty 2615.232591 = -299984.158471
  nChanged 1219
		SP:Iteration 1F (61201.160000 sec): 3 clusters
  Score: Raw -303314.441003 + Penalty 2615.232591 = -300699.208412
  nChanged 243
		SP:Iteration 2F (61201.370000 sec): 3 clusters
  Score: Raw -303491.505758 + Penalty 2615.232591 = -300876.273166
  nChanged 197
		SP:Iteration 3F (61201.590000 sec): 3 clusters
  Score: Raw -303627.717424 + Penalty 2615.232591 = -301012.484833
  nChanged 161
		SP:Iteration 4F (61201.760000 sec): 3 clusters
  Score: Raw -303749.647095 + Penalty 2615.232591 = -301134.414504
  nChanged 147
		SP:Iteration 5Q (61201.970000 sec): 3 clusters
  Score: Raw -303863.352502 + Penalty 2615.232591 = -301248.119911
  nChanged 139
		SP:Iteration 6Q (61202.180000 sec): 3 clusters
  Score: Raw -303966.708882 + Penalty 2615.232591 = -301351.476291
  nChanged 110
		SP:Iteration 7Q (61202.370000 sec): 3 clusters
  Score: Raw -304050.572529 + Penalty 2615.232591 = -301435.339938
  nChanged 103
		SP:Iteration 8Q (61202.600000 sec): 3 clusters
  Score: Raw -304119.284901 + Penalty 2615.232591 = -301504.052310
  nChanged 76
		SP:Iteration 9Q (61202.760000 sec): 3 clusters
  Score: Raw -304175.275875 + Penalty 2615.232591 = -301560.043284
  nChanged 72
		SP:Iteration 10Q (61202.910000 sec): 3 clusters
  Score: Raw -304233.349002 + Penalty 2615.232591 = -301618.116411
  nChanged 66
		SP:Iteration 11Q (61203.040000 sec): 3 clusters
  Score: Raw -304281.323174 + Penalty 2615.232591 = -301666.090583
  nChanged 50
		SP:Iteration 12Q (61203.210000 sec): 3 clusters
  Score: Raw -304316.230120 + Penalty 2615.232591 = -301700.997529
  nChanged 41
		SP:Iteration 13Q (61203.380000 sec): 3 clusters
  Score: Raw -304341.118658 + Penalty 2615.232591 = -301725.886066
  nChanged 33
		SP:Iteration 14Q (61203.550000 sec): 3 clusters
  Score: Raw -304361.302565 + Penalty 2615.232591 = -301746.069974
  nChanged 25
		SP:Iteration 15Q (61203.710000 sec): 3 clusters
  Score: Raw -304378.158142 + Penalty 2615.232591 = -301762.925551
  nChanged 15
		SP:Iteration 16Q (61203.850000 sec): 3 clusters
  Score: Raw -304389.303700 + Penalty 2615.232591 = -301774.071109
  nChanged 13
		SP:Iteration 17Q (61204.020000 sec): 3 clusters
  Score: Raw -304395.313043 + Penalty 2615.232591 = -301780.080452
  nChanged 10
		SP:Iteration 18Q (61204.190000 sec): 3 clusters
  Score: Raw -304399.254501 + Penalty 2615.232591 = -301784.021910
  nChanged 6
		SP:Iteration 19Q (61204.410000 sec): 3 clusters
  Score: Raw -304401.481810 + Penalty 2615.232591 = -301786.249219
  nChanged 6
		SP:Iteration 20F (61204.570000 sec): 3 clusters
  Score: Raw -304403.351938 + Penalty 2615.232591 = -301788.119347
  nChanged 2
		SP:Iteration 21Q (61204.740000 sec): 3 clusters
  Score: Raw -304404.096716 + Penalty 2615.232591 = -301788.864125
  nChanged 1
		SP:Iteration 22Q (61204.940000 sec): 3 clusters
  Score: Raw -304404.451479 + Penalty 2615.232591 = -301789.218888
  nChanged 2
		SP:Iteration 23Q (61205.080000 sec): 3 clusters
  Score: Raw -304405.513391 + Penalty 2615.232591 = -301790.280800
  nChanged 2
		SP:Iteration 24Q (61205.230000 sec): 3 clusters
  Score: Raw -304406.448969 + Penalty 2615.232591 = -301791.216378
  nChanged 0
		SP:Iteration 25F (61205.380000 sec): 3 clusters
  Score: Raw -304406.448969 + Penalty 2615.232591 = -301791.216378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61205.450000 sec): 2 clusters
  Score: Raw -357913.349616 + Penalty 1328.846321 = -356584.503295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61205.610000 sec): 3 clusters
  Score: Raw -356173.764531 + Penalty 2657.692643 = -353516.071888
  nChanged 1407
		SP:Iteration 1F (61205.780000 sec): 3 clusters
  Score: Raw -356998.565498 + Penalty 2657.692643 = -354340.872855
  nChanged 288
		SP:Iteration 2F (61205.980000 sec): 3 clusters
  Score: Raw -357190.211226 + Penalty 2657.692643 = -354532.518583
  nChanged 217
		SP:Iteration 3F (61206.150000 sec): 3 clusters
  Score: Raw -357327.041050 + Penalty 2657.692643 = -354669.348408
  nChanged 165
		SP:Iteration 4Q (61206.350000 sec): 3 clusters
  Score: Raw -357430.759553 + Penalty 2657.692643 = -354773.066910
  nChanged 161
		SP:Iteration 5Q (61206.510000 sec): 3 clusters
  Score: Raw -357559.989757 + Penalty 2657.692643 = -354902.297114
  nChanged 177
		SP:Iteration 6Q (61206.660000 sec): 3 clusters
  Score: Raw -357719.822314 + Penalty 2657.692643 = -355062.129671
  nChanged 207
		SP:Iteration 7F (61206.840000 sec): 3 clusters
  Score: Raw -357937.981327 + Penalty 2657.692643 = -355280.288684
  nChanged 208
		SP:Iteration 8F (61207.030000 sec): 3 clusters
  Score: Raw -358185.992894 + Penalty 2657.692643 = -355528.300251
  nChanged 181
		SP:Iteration 9F (61207.280000 sec): 3 clusters
  Score: Raw -358424.237063 + Penalty 2657.692643 = -355766.544420
  nChanged 150
		SP:Iteration 10Q (61207.470000 sec): 3 clusters
  Score: Raw -358590.058547 + Penalty 2657.692643 = -355932.365904
  nChanged 119
		SP:Iteration 11Q (61207.650000 sec): 3 clusters
  Score: Raw -358691.812809 + Penalty 2657.692643 = -356034.120166
  nChanged 87
		SP:Iteration 12Q (61207.830000 sec): 3 clusters
  Score: Raw -358753.943877 + Penalty 2657.692643 = -356096.251234
  nChanged 58
		SP:Iteration 13Q (61207.990000 sec): 3 clusters
  Score: Raw -358790.381468 + Penalty 2657.692643 = -356132.688826
  nChanged 44
		SP:Iteration 14Q (61208.160000 sec): 3 clusters
  Score: Raw -358816.121096 + Penalty 2657.692643 = -356158.428453
  nChanged 23
		SP:Iteration 15Q (61208.340000 sec): 3 clusters
  Score: Raw -358827.843631 + Penalty 2657.692643 = -356170.150988
  nChanged 12
		SP:Iteration 16Q (61208.500000 sec): 3 clusters
  Score: Raw -358831.786389 + Penalty 2657.692643 = -356174.093746
  nChanged 6
		SP:Iteration 17Q (61208.740000 sec): 3 clusters
  Score: Raw -358834.271569 + Penalty 2657.692643 = -356176.578926
  nChanged 3
		SP:Iteration 18Q (61208.920000 sec): 3 clusters
  Score: Raw -358835.673207 + Penalty 2657.692643 = -356177.980564
  nChanged 1
		SP:Iteration 19Q (61209.070000 sec): 3 clusters
  Score: Raw -358836.092583 + Penalty 2657.692643 = -356178.399940
  nChanged 1
		SP:Iteration 20F (61209.230000 sec): 3 clusters
  Score: Raw -358836.500730 + Penalty 2657.692643 = -356178.808087
  nChanged 1
		SP:Iteration 21Q (61209.400000 sec): 3 clusters
  Score: Raw -358836.689888 + Penalty 2657.692643 = -356178.997245
  nChanged 0
		SP:Iteration 22F (61209.570000 sec): 3 clusters
  Score: Raw -358836.689888 + Penalty 2657.692643 = -356178.997245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (108019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61210.200000 sec): 2 clusters
  Score: Raw -11101357.946543 + Penalty 1883.385143 = -11099474.561400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61211.020000 sec): 3 clusters
  Score: Raw -11031065.207536 + Penalty 3766.770285 = -11027298.437250
  nChanged 51747
		SP:Iteration 1F (61211.900000 sec): 3 clusters
  Score: Raw -11061483.424858 + Penalty 3766.770285 = -11057716.654573
  nChanged 4244
		SP:Iteration 2Q (61212.670000 sec): 3 clusters
  Score: Raw -11062817.062777 + Penalty 3766.770285 = -11059050.292492
  nChanged 4657
		SP:Iteration 3Q (61213.370000 sec): 3 clusters
  Score: Raw -11064514.080507 + Penalty 3766.770285 = -11060747.310222
  nChanged 5266
		SP:Iteration 4Q (61214.140000 sec): 3 clusters
  Score: Raw -11066620.045298 + Penalty 3766.770285 = -11062853.275013
  nChanged 5637
		SP:Iteration 5F (61214.900000 sec): 3 clusters
  Score: Raw -11069082.822818 + Penalty 3766.770285 = -11065316.052532
  nChanged 5766
		SP:Iteration 6F (61215.700000 sec): 3 clusters
  Score: Raw -11071702.011294 + Penalty 3766.770285 = -11067935.241009
  nChanged 5763
		SP:Iteration 7F (61216.530000 sec): 3 clusters
  Score: Raw -11074341.816581 + Penalty 3766.770285 = -11070575.046296
  nChanged 5477
		SP:Iteration 8F (61217.280000 sec): 3 clusters
  Score: Raw -11077131.593342 + Penalty 3766.770285 = -11073364.823057
  nChanged 5668
		SP:Iteration 9F (61218.080000 sec): 3 clusters
  Score: Raw -11080413.332001 + Penalty 3766.770285 = -11076646.561716
  nChanged 5964
		SP:Iteration 10F (61218.880000 sec): 3 clusters
  Score: Raw -11084320.717340 + Penalty 3766.770285 = -11080553.947055
  nChanged 6045
		SP:Iteration 11F (61219.620000 sec): 3 clusters
  Score: Raw -11088700.230924 + Penalty 3766.770285 = -11084933.460638
  nChanged 5585
		SP:Iteration 12F (61220.320000 sec): 3 clusters
  Score: Raw -11093022.772044 + Penalty 3766.770285 = -11089256.001759
  nChanged 4472
		SP:Iteration 13Q (61221.110000 sec): 3 clusters
  Score: Raw -11096546.266113 + Penalty 3766.770285 = -11092779.495827
  nChanged 3029
		SP:Iteration 14Q (61221.860000 sec): 3 clusters
  Score: Raw -11098850.703999 + Penalty 3766.770285 = -11095083.933714
  nChanged 1898
		SP:Iteration 15Q (61222.480000 sec): 3 clusters
  Score: Raw -11100208.985810 + Penalty 3766.770285 = -11096442.215524
  nChanged 1081
		SP:Iteration 16Q (61223.060000 sec): 3 clusters
  Score: Raw -11100943.884721 + Penalty 3766.770285 = -11097177.114435
  nChanged 637
		SP:Iteration 17Q (61223.650000 sec): 3 clusters
  Score: Raw -11101342.218452 + Penalty 3766.770285 = -11097575.448167
  nChanged 344
		SP:Iteration 18Q (61224.250000 sec): 3 clusters
  Score: Raw -11101541.432679 + Penalty 3766.770285 = -11097774.662393
  nChanged 204
		SP:Iteration 19Q (61224.840000 sec): 3 clusters
  Score: Raw -11101655.536762 + Penalty 3766.770285 = -11097888.766476
  nChanged 130
		SP:Iteration 20F (61225.560000 sec): 3 clusters
  Score: Raw -11101719.698303 + Penalty 3766.770285 = -11097952.928018
  nChanged 100
		SP:Iteration 21Q (61226.240000 sec): 3 clusters
  Score: Raw -11101763.066506 + Penalty 3766.770285 = -11097996.296220
  nChanged 67
		SP:Iteration 22Q (61226.940000 sec): 3 clusters
  Score: Raw -11101787.905353 + Penalty 3766.770285 = -11098021.135067
  nChanged 44
		SP:Iteration 23Q (61227.630000 sec): 3 clusters
  Score: Raw -11101807.208186 + Penalty 3766.770285 = -11098040.437900
  nChanged 45
		SP:Iteration 24Q (61228.400000 sec): 3 clusters
  Score: Raw -11101826.750939 + Penalty 3766.770285 = -11098059.980653
  nChanged 38
		SP:Iteration 25Q (61229.130000 sec): 3 clusters
  Score: Raw -11101839.681684 + Penalty 3766.770285 = -11098072.911398
  nChanged 21
		SP:Iteration 26Q (61229.830000 sec): 3 clusters
  Score: Raw -11101846.259685 + Penalty 3766.770285 = -11098079.489399
  nChanged 17
		SP:Iteration 27Q (61230.570000 sec): 3 clusters
  Score: Raw -11101852.425108 + Penalty 3766.770285 = -11098085.654822
  nChanged 22
		SP:Iteration 28Q (61231.270000 sec): 3 clusters
  Score: Raw -11101863.659536 + Penalty 3766.770285 = -11098096.889251
  nChanged 19
		SP:Iteration 29Q (61232.040000 sec): 3 clusters
  Score: Raw -11101878.874700 + Penalty 3766.770285 = -11098112.104415
  nChanged 30
		SP:Iteration 30Q (61232.760000 sec): 3 clusters
  Score: Raw -11101899.906193 + Penalty 3766.770285 = -11098133.135908
  nChanged 34
		SP:Iteration 31Q (61233.410000 sec): 3 clusters
  Score: Raw -11101913.109330 + Penalty 3766.770285 = -11098146.339045
  nChanged 22
		SP:Iteration 32Q (61234.150000 sec): 3 clusters
  Score: Raw -11101921.642693 + Penalty 3766.770285 = -11098154.872407
  nChanged 21
		SP:Iteration 33Q (61234.790000 sec): 3 clusters
  Score: Raw -11101930.775832 + Penalty 3766.770285 = -11098164.005546
  nChanged 17
		SP:Iteration 34Q (61235.400000 sec): 3 clusters
  Score: Raw -11101939.007165 + Penalty 3766.770285 = -11098172.236880
  nChanged 19
		SP:Iteration 35Q (61235.960000 sec): 3 clusters
  Score: Raw -11101944.877133 + Penalty 3766.770285 = -11098178.106847
  nChanged 9
		SP:Iteration 36Q (61236.550000 sec): 3 clusters
  Score: Raw -11101947.688131 + Penalty 3766.770285 = -11098180.917846
  nChanged 4
		SP:Iteration 37Q (61237.190000 sec): 3 clusters
  Score: Raw -11101949.227132 + Penalty 3766.770285 = -11098182.456846
  nChanged 3
		SP:Iteration 38Q (61237.880000 sec): 3 clusters
  Score: Raw -11101950.511210 + Penalty 3766.770285 = -11098183.740924
  nChanged 3
		SP:Iteration 39Q (61238.560000 sec): 3 clusters
  Score: Raw -11101951.176410 + Penalty 3766.770285 = -11098184.406125
  nChanged 4
		SP:Iteration 40F (61239.390000 sec): 3 clusters
  Score: Raw -11101952.276451 + Penalty 3766.770285 = -11098185.506166
  nChanged 7
		SP:Iteration 41Q (61240.130000 sec): 3 clusters
  Score: Raw -11101955.431816 + Penalty 3766.770285 = -11098188.661531
  nChanged 6
		SP:Iteration 42Q (61240.820000 sec): 3 clusters
  Score: Raw -11101957.864005 + Penalty 3766.770285 = -11098191.093720
  nChanged 9
		SP:Iteration 43Q (61241.540000 sec): 3 clusters
  Score: Raw -11101961.335168 + Penalty 3766.770285 = -11098194.564883
  nChanged 3
		SP:Iteration 44Q (61242.220000 sec): 3 clusters
  Score: Raw -11101962.174573 + Penalty 3766.770285 = -11098195.404288
  nChanged 5
		SP:Iteration 45Q (61242.910000 sec): 3 clusters
  Score: Raw -11101964.930137 + Penalty 3766.770285 = -11098198.159852
  nChanged 9
		SP:Iteration 46Q (61243.590000 sec): 3 clusters
  Score: Raw -11101968.809601 + Penalty 3766.770285 = -11098202.039316
  nChanged 5
		SP:Iteration 47Q (61244.290000 sec): 3 clusters
  Score: Raw -11101971.091339 + Penalty 3766.770285 = -11098204.321053
  nChanged 5
		SP:Iteration 48Q (61244.990000 sec): 3 clusters
  Score: Raw -11101972.699129 + Penalty 3766.770285 = -11098205.928844
  nChanged 2
		SP:Iteration 49Q (61245.700000 sec): 3 clusters
  Score: Raw -11101973.414607 + Penalty 3766.770285 = -11098206.644322
  nChanged 2
		SP:Iteration 50Q (61246.400000 sec): 3 clusters
  Score: Raw -11101973.864085 + Penalty 3766.770285 = -11098207.093800
  nChanged 1
		SP:Iteration 51Q (61247.160000 sec): 3 clusters
  Score: Raw -11101974.481522 + Penalty 3766.770285 = -11098207.711237
  nChanged 2
		SP:Iteration 52Q (61247.990000 sec): 3 clusters
  Score: Raw -11101975.845785 + Penalty 3766.770285 = -11098209.075499
  nChanged 5
		SP:Iteration 53Q (61248.720000 sec): 3 clusters
  Score: Raw -11101978.394475 + Penalty 3766.770285 = -11098211.624190
  nChanged 8
		SP:Iteration 54Q (61249.490000 sec): 3 clusters
  Score: Raw -11101981.426976 + Penalty 3766.770285 = -11098214.656690
  nChanged 11
		SP:Iteration 55Q (61250.320000 sec): 3 clusters
  Score: Raw -11101985.252126 + Penalty 3766.770285 = -11098218.481841
  nChanged 9
		SP:Iteration 56Q (61251.070000 sec): 3 clusters
  Score: Raw -11101988.769178 + Penalty 3766.770285 = -11098221.998893
  nChanged 9
		SP:Iteration 57Q (61251.820000 sec): 3 clusters
  Score: Raw -11101992.813442 + Penalty 3766.770285 = -11098226.043157
  nChanged 11
		SP:Iteration 58Q (61252.480000 sec): 3 clusters
  Score: Raw -11101997.818462 + Penalty 3766.770285 = -11098231.048177
  nChanged 10
		SP:Iteration 59Q (61253.320000 sec): 3 clusters
  Score: Raw -11102005.032551 + Penalty 3766.770285 = -11098238.262266
  nChanged 21
		SP:Iteration 60F (61254.220000 sec): 3 clusters
  Score: Raw -11102019.475432 + Penalty 3766.770285 = -11098252.705146
  nChanged 27
		SP:Iteration 61Q (61255.110000 sec): 3 clusters
  Score: Raw -11102040.766091 + Penalty 3766.770285 = -11098273.995806
  nChanged 31
		SP:Iteration 62Q (61256.020000 sec): 3 clusters
  Score: Raw -11102067.293885 + Penalty 3766.770285 = -11098300.523600
  nChanged 31
		SP:Iteration 63Q (61256.900000 sec): 3 clusters
  Score: Raw -11102096.472157 + Penalty 3766.770285 = -11098329.701871
  nChanged 37
		SP:Iteration 64Q (61257.740000 sec): 3 clusters
  Score: Raw -11102138.368812 + Penalty 3766.770285 = -11098371.598526
  nChanged 48
		SP:Iteration 65Q (61258.580000 sec): 3 clusters
  Score: Raw -11102181.643100 + Penalty 3766.770285 = -11098414.872815
  nChanged 47
		SP:Iteration 66Q (61259.430000 sec): 3 clusters
  Score: Raw -11102217.153329 + Penalty 3766.770285 = -11098450.383044
  nChanged 49
		SP:Iteration 67Q (61260.340000 sec): 3 clusters
  Score: Raw -11102246.662698 + Penalty 3766.770285 = -11098479.892413
  nChanged 39
		SP:Iteration 68Q (61261.280000 sec): 3 clusters
  Score: Raw -11102265.579098 + Penalty 3766.770285 = -11098498.808813
  nChanged 28
		SP:Iteration 69Q (61261.960000 sec): 3 clusters
  Score: Raw -11102277.711634 + Penalty 3766.770285 = -11098510.941349
  nChanged 24
		SP:Iteration 70Q (61262.600000 sec): 3 clusters
  Score: Raw -11102286.792602 + Penalty 3766.770285 = -11098520.022317
  nChanged 19
		SP:Iteration 71Q (61263.260000 sec): 3 clusters
  Score: Raw -11102293.264856 + Penalty 3766.770285 = -11098526.494571
  nChanged 13
		SP:Iteration 72Q (61263.980000 sec): 3 clusters
  Score: Raw -11102297.652278 + Penalty 3766.770285 = -11098530.881993
  nChanged 6
		SP:Iteration 73Q (61264.700000 sec): 3 clusters
  Score: Raw -11102299.472035 + Penalty 3766.770285 = -11098532.701749
  nChanged 6
		SP:Iteration 74Q (61265.420000 sec): 3 clusters
  Score: Raw -11102300.916122 + Penalty 3766.770285 = -11098534.145836
  nChanged 9
		SP:Iteration 75Q (61266.120000 sec): 3 clusters
  Score: Raw -11102303.535086 + Penalty 3766.770285 = -11098536.764800
  nChanged 8
		SP:Iteration 76Q (61266.740000 sec): 3 clusters
  Score: Raw -11102305.982274 + Penalty 3766.770285 = -11098539.211989
  nChanged 3
		SP:Iteration 77Q (61267.430000 sec): 3 clusters
  Score: Raw -11102307.200873 + Penalty 3766.770285 = -11098540.430587
  nChanged 4
		SP:Iteration 78Q (61268.120000 sec): 3 clusters
  Score: Raw -11102308.283384 + Penalty 3766.770285 = -11098541.513099
  nChanged 4
		SP:Iteration 79Q (61268.840000 sec): 3 clusters
  Score: Raw -11102309.450486 + Penalty 3766.770285 = -11098542.680200
  nChanged 6
		SP:Iteration 80F (61269.710000 sec): 3 clusters
  Score: Raw -11102310.853458 + Penalty 3766.770285 = -11098544.083173
  nChanged 1
		SP:Iteration 81Q (61270.420000 sec): 3 clusters
  Score: Raw -11102311.280858 + Penalty 3766.770285 = -11098544.510573
  nChanged 1
		SP:Iteration 82Q (61271.140000 sec): 3 clusters
  Score: Raw -11102311.773951 + Penalty 3766.770285 = -11098545.003665
  nChanged 3
		SP:Iteration 83Q (61271.840000 sec): 3 clusters
  Score: Raw -11102312.681404 + Penalty 3766.770285 = -11098545.911119
  nChanged 2
		SP:Iteration 84Q (61272.620000 sec): 3 clusters
  Score: Raw -11102313.097821 + Penalty 3766.770285 = -11098546.327536
  nChanged 2
		SP:Iteration 85Q (61273.280000 sec): 3 clusters
  Score: Raw -11102314.032771 + Penalty 3766.770285 = -11098547.262485
  nChanged 2
		SP:Iteration 86Q (61273.960000 sec): 3 clusters
  Score: Raw -11102314.899666 + Penalty 3766.770285 = -11098548.129381
  nChanged 1
		SP:Iteration 87Q (61274.580000 sec): 3 clusters
  Score: Raw -11102315.151166 + Penalty 3766.770285 = -11098548.380881
  nChanged 1
		SP:Iteration 88Q (61275.280000 sec): 3 clusters
  Score: Raw -11102315.517038 + Penalty 3766.770285 = -11098548.746753
  nChanged 2
		SP:Iteration 89Q (61275.960000 sec): 3 clusters
  Score: Raw -11102316.157096 + Penalty 3766.770285 = -11098549.386810
  nChanged 3
		SP:Iteration 90Q (61276.590000 sec): 3 clusters
  Score: Raw -11102316.863102 + Penalty 3766.770285 = -11098550.092816
  nChanged 1
		SP:Iteration 91Q (61277.300000 sec): 3 clusters
  Score: Raw -11102317.139918 + Penalty 3766.770285 = -11098550.369633
  nChanged 0
		SP:Iteration 92F (61278.030000 sec): 3 clusters
  Score: Raw -11102317.139918 + Penalty 3766.770285 = -11098550.369633
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61278.150000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61278.250000 sec): 3 clusters
  Score: Raw -21102.615115 + Penalty 1770.189646 = -19332.425469
  nChanged 35
		SP:Iteration 1F (61278.430000 sec): 3 clusters
  Score: Raw -21190.972889 + Penalty 1770.189646 = -19420.783243
  nChanged 8
		SP:Iteration 2Q (61278.700000 sec): 3 clusters
  Score: Raw -21216.586316 + Penalty 1770.189646 = -19446.396671
  nChanged 2
		SP:Iteration 3Q (61278.860000 sec): 3 clusters
  Score: Raw -21225.615696 + Penalty 1770.189646 = -19455.426051
  nChanged 1
		SP:Iteration 4Q (61279.070000 sec): 3 clusters
  Score: Raw -21226.868233 + Penalty 1770.189646 = -19456.678588
  nChanged 2
		SP:Iteration 5Q (61279.250000 sec): 3 clusters
  Score: Raw -21229.693965 + Penalty 1770.189646 = -19459.504319
  nChanged 1
		SP:Iteration 6Q (61279.440000 sec): 3 clusters
  Score: Raw -21231.245619 + Penalty 1770.189646 = -19461.055973
  nChanged 0
		SP:Iteration 7F (61279.600000 sec): 3 clusters
  Score: Raw -21231.245619 + Penalty 1770.189646 = -19461.055973
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61279.730000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61279.840000 sec): 3 clusters
  Score: Raw -147860.953353 + Penalty 2342.554458 = -145518.398895
  nChanged 431
		SP:Iteration 1F (61280.030000 sec): 3 clusters
  Score: Raw -148171.844534 + Penalty 2342.554458 = -145829.290076
  nChanged 115
		SP:Iteration 2F (61280.210000 sec): 3 clusters
  Score: Raw -148275.292710 + Penalty 2342.554458 = -145932.738252
  nChanged 73
		SP:Iteration 3F (61280.370000 sec): 3 clusters
  Score: Raw -148368.735190 + Penalty 2342.554458 = -146026.180732
  nChanged 75
		SP:Iteration 4F (61280.580000 sec): 3 clusters
  Score: Raw -148442.539335 + Penalty 2342.554458 = -146099.984876
  nChanged 55
		SP:Iteration 5Q (61280.780000 sec): 3 clusters
  Score: Raw -148498.044019 + Penalty 2342.554458 = -146155.489560
  nChanged 49
		SP:Iteration 6Q (61280.930000 sec): 3 clusters
  Score: Raw -148553.166216 + Penalty 2342.554458 = -146210.611757
  nChanged 42
		SP:Iteration 7Q (61281.130000 sec): 3 clusters
  Score: Raw -148610.580206 + Penalty 2342.554458 = -146268.025748
  nChanged 41
		SP:Iteration 8Q (61281.340000 sec): 3 clusters
  Score: Raw -148666.550585 + Penalty 2342.554458 = -146323.996127
  nChanged 42
		SP:Iteration 9Q (61281.530000 sec): 3 clusters
  Score: Raw -148714.993408 + Penalty 2342.554458 = -146372.438950
  nChanged 28
		SP:Iteration 10Q (61281.680000 sec): 3 clusters
  Score: Raw -148747.881070 + Penalty 2342.554458 = -146405.326612
  nChanged 25
		SP:Iteration 11Q (61281.860000 sec): 3 clusters
  Score: Raw -148770.813908 + Penalty 2342.554458 = -146428.259449
  nChanged 17
		SP:Iteration 12Q (61282.060000 sec): 3 clusters
  Score: Raw -148784.221747 + Penalty 2342.554458 = -146441.667289
  nChanged 12
		SP:Iteration 13Q (61282.240000 sec): 3 clusters
  Score: Raw -148795.499441 + Penalty 2342.554458 = -146452.944983
  nChanged 7
		SP:Iteration 14Q (61282.370000 sec): 3 clusters
  Score: Raw -148802.295852 + Penalty 2342.554458 = -146459.741394
  nChanged 5
		SP:Iteration 15Q (61282.540000 sec): 3 clusters
  Score: Raw -148806.382751 + Penalty 2342.554458 = -146463.828293
  nChanged 5
		SP:Iteration 16Q (61282.750000 sec): 3 clusters
  Score: Raw -148810.672972 + Penalty 2342.554458 = -146468.118514
  nChanged 2
		SP:Iteration 17Q (61282.890000 sec): 3 clusters
  Score: Raw -148812.361262 + Penalty 2342.554458 = -146469.806804
  nChanged 3
		SP:Iteration 18Q (61283.090000 sec): 3 clusters
  Score: Raw -148814.384766 + Penalty 2342.554458 = -146471.830308
  nChanged 3
		SP:Iteration 19Q (61283.270000 sec): 3 clusters
  Score: Raw -148817.098759 + Penalty 2342.554458 = -146474.544301
  nChanged 4
		SP:Iteration 20F (61283.470000 sec): 3 clusters
  Score: Raw -148819.399646 + Penalty 2342.554458 = -146476.845187
  nChanged 3
		SP:Iteration 21Q (61283.670000 sec): 3 clusters
  Score: Raw -148820.644966 + Penalty 2342.554458 = -146478.090508
  nChanged 1
		SP:Iteration 22Q (61283.820000 sec): 3 clusters
  Score: Raw -148820.926872 + Penalty 2342.554458 = -146478.372414
  nChanged 0
		SP:Iteration 23F (61283.940000 sec): 3 clusters
  Score: Raw -148820.926872 + Penalty 2342.554458 = -146478.372414
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61284.100000 sec): 2 clusters
  Score: Raw -1219514.676026 + Penalty 1524.688062 = -1217989.987964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61284.360000 sec): 3 clusters
  Score: Raw -1212782.296542 + Penalty 3049.376123 = -1209732.920419
  nChanged 5196
		SP:Iteration 1F (61284.570000 sec): 3 clusters
  Score: Raw -1215808.343352 + Penalty 3049.376123 = -1212758.967229
  nChanged 808
		SP:Iteration 2F (61284.800000 sec): 3 clusters
  Score: Raw -1216247.157875 + Penalty 3049.376123 = -1213197.781751
  nChanged 722
		SP:Iteration 3F (61285.060000 sec): 3 clusters
  Score: Raw -1216666.700989 + Penalty 3049.376123 = -1213617.324866
  nChanged 727
		SP:Iteration 4F (61285.280000 sec): 3 clusters
  Score: Raw -1217108.054462 + Penalty 3049.376123 = -1214058.678339
  nChanged 698
		SP:Iteration 5F (61285.570000 sec): 3 clusters
  Score: Raw -1217521.766320 + Penalty 3049.376123 = -1214472.390196
  nChanged 579
		SP:Iteration 6Q (61285.870000 sec): 3 clusters
  Score: Raw -1217861.736091 + Penalty 3049.376123 = -1214812.359968
  nChanged 483
		SP:Iteration 7Q (61286.100000 sec): 3 clusters
  Score: Raw -1218129.445064 + Penalty 3049.376123 = -1215080.068940
  nChanged 430
		SP:Iteration 8Q (61286.340000 sec): 3 clusters
  Score: Raw -1218379.857314 + Penalty 3049.376123 = -1215330.481190
  nChanged 354
		SP:Iteration 9Q (61286.580000 sec): 3 clusters
  Score: Raw -1218631.733583 + Penalty 3049.376123 = -1215582.357459
  nChanged 337
		SP:Iteration 10Q (61286.840000 sec): 3 clusters
  Score: Raw -1218908.259949 + Penalty 3049.376123 = -1215858.883826
  nChanged 287
		SP:Iteration 11Q (61287.110000 sec): 3 clusters
  Score: Raw -1219156.363552 + Penalty 3049.376123 = -1216106.987429
  nChanged 255
		SP:Iteration 12Q (61287.370000 sec): 3 clusters
  Score: Raw -1219330.676024 + Penalty 3049.376123 = -1216281.299901
  nChanged 209
		SP:Iteration 13Q (61287.600000 sec): 3 clusters
  Score: Raw -1219457.895695 + Penalty 3049.376123 = -1216408.519572
  nChanged 155
		SP:Iteration 14Q (61287.860000 sec): 3 clusters
  Score: Raw -1219539.629710 + Penalty 3049.376123 = -1216490.253587
  nChanged 129
		SP:Iteration 15Q (61288.070000 sec): 3 clusters
  Score: Raw -1219589.831783 + Penalty 3049.376123 = -1216540.455660
  nChanged 79
		SP:Iteration 16Q (61288.250000 sec): 3 clusters
  Score: Raw -1219612.707338 + Penalty 3049.376123 = -1216563.331214
  nChanged 54
		SP:Iteration 17Q (61288.480000 sec): 3 clusters
  Score: Raw -1219628.938876 + Penalty 3049.376123 = -1216579.562752
  nChanged 50
		SP:Iteration 18Q (61288.680000 sec): 3 clusters
  Score: Raw -1219639.328885 + Penalty 3049.376123 = -1216589.952762
  nChanged 34
		SP:Iteration 19Q (61288.870000 sec): 3 clusters
  Score: Raw -1219646.629078 + Penalty 3049.376123 = -1216597.252954
  nChanged 33
		SP:Iteration 20F (61289.100000 sec): 3 clusters
  Score: Raw -1219653.914117 + Penalty 3049.376123 = -1216604.537993
  nChanged 27
		SP:Iteration 21Q (61289.340000 sec): 3 clusters
  Score: Raw -1219658.450072 + Penalty 3049.376123 = -1216609.073948
  nChanged 18
		SP:Iteration 22Q (61289.540000 sec): 3 clusters
  Score: Raw -1219661.739048 + Penalty 3049.376123 = -1216612.362924
  nChanged 10
		SP:Iteration 23Q (61289.760000 sec): 3 clusters
  Score: Raw -1219663.994896 + Penalty 3049.376123 = -1216614.618772
  nChanged 10
		SP:Iteration 24Q (61289.900000 sec): 3 clusters
  Score: Raw -1219665.725439 + Penalty 3049.376123 = -1216616.349315
  nChanged 7
		SP:Iteration 25Q (61290.070000 sec): 3 clusters
  Score: Raw -1219667.236434 + Penalty 3049.376123 = -1216617.860310
  nChanged 11
		SP:Iteration 26Q (61290.330000 sec): 3 clusters
  Score: Raw -1219669.524307 + Penalty 3049.376123 = -1216620.148183
  nChanged 10
		SP:Iteration 27Q (61290.520000 sec): 3 clusters
  Score: Raw -1219671.454030 + Penalty 3049.376123 = -1216622.077907
  nChanged 5
		SP:Iteration 28Q (61290.740000 sec): 3 clusters
  Score: Raw -1219672.349676 + Penalty 3049.376123 = -1216622.973553
  nChanged 7
		SP:Iteration 29Q (61291.000000 sec): 3 clusters
  Score: Raw -1219673.072734 + Penalty 3049.376123 = -1216623.696610
  nChanged 6
		SP:Iteration 30Q (61291.220000 sec): 3 clusters
  Score: Raw -1219673.814790 + Penalty 3049.376123 = -1216624.438666
  nChanged 2
		SP:Iteration 31Q (61291.400000 sec): 3 clusters
  Score: Raw -1219674.090430 + Penalty 3049.376123 = -1216624.714306
  nChanged 3
		SP:Iteration 32Q (61291.700000 sec): 3 clusters
  Score: Raw -1219674.419067 + Penalty 3049.376123 = -1216625.042943
  nChanged 2
		SP:Iteration 33Q (61291.890000 sec): 3 clusters
  Score: Raw -1219674.755319 + Penalty 3049.376123 = -1216625.379195
  nChanged 3
		SP:Iteration 34Q (61292.140000 sec): 3 clusters
  Score: Raw -1219675.176107 + Penalty 3049.376123 = -1216625.799984
  nChanged 2
		SP:Iteration 35Q (61292.370000 sec): 3 clusters
  Score: Raw -1219675.493916 + Penalty 3049.376123 = -1216626.117793
  nChanged 2
		SP:Iteration 36Q (61292.620000 sec): 3 clusters
  Score: Raw -1219675.659036 + Penalty 3049.376123 = -1216626.282912
  nChanged 4
		SP:Iteration 37Q (61292.810000 sec): 3 clusters
  Score: Raw -1219676.314710 + Penalty 3049.376123 = -1216626.938586
  nChanged 6
		SP:Iteration 38Q (61293.020000 sec): 3 clusters
  Score: Raw -1219677.189233 + Penalty 3049.376123 = -1216627.813110
  nChanged 1
		SP:Iteration 39Q (61293.260000 sec): 3 clusters
  Score: Raw -1219677.404261 + Penalty 3049.376123 = -1216628.028138
  nChanged 3
		SP:Iteration 40F (61293.500000 sec): 3 clusters
  Score: Raw -1219677.705093 + Penalty 3049.376123 = -1216628.328970
  nChanged 2
		SP:Iteration 41Q (61293.730000 sec): 3 clusters
  Score: Raw -1219677.877673 + Penalty 3049.376123 = -1216628.501549
  nChanged 1
		SP:Iteration 42Q (61294.000000 sec): 3 clusters
  Score: Raw -1219677.937303 + Penalty 3049.376123 = -1216628.561180
  nChanged 1
		SP:Iteration 43Q (61294.260000 sec): 3 clusters
  Score: Raw -1219678.008832 + Penalty 3049.376123 = -1216628.632708
  nChanged 1
		SP:Iteration 44Q (61294.560000 sec): 3 clusters
  Score: Raw -1219678.060484 + Penalty 3049.376123 = -1216628.684360
  nChanged 1
		SP:Iteration 45Q (61294.800000 sec): 3 clusters
  Score: Raw -1219678.127364 + Penalty 3049.376123 = -1216628.751241
  nChanged 1
		SP:Iteration 46Q (61295.060000 sec): 3 clusters
  Score: Raw -1219678.259459 + Penalty 3049.376123 = -1216628.883335
  nChanged 0
		SP:Iteration 47F (61295.310000 sec): 3 clusters
  Score: Raw -1219678.259459 + Penalty 3049.376123 = -1216628.883335
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61295.540000 sec): 2 clusters
  Score: Raw -1962044.746755 + Penalty 1613.954293 = -1960430.792462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61295.860000 sec): 3 clusters
  Score: Raw -1949651.996303 + Penalty 3227.908586 = -1946424.087718
  nChanged 9326
		SP:Iteration 1F (61296.190000 sec): 3 clusters
  Score: Raw -1955006.472065 + Penalty 3227.908586 = -1951778.563480
  nChanged 1297
		SP:Iteration 2F (61296.490000 sec): 3 clusters
  Score: Raw -1955615.654986 + Penalty 3227.908586 = -1952387.746400
  nChanged 1219
		SP:Iteration 3F (61296.830000 sec): 3 clusters
  Score: Raw -1956256.319244 + Penalty 3227.908586 = -1953028.410658
  nChanged 1164
		SP:Iteration 4F (61297.070000 sec): 3 clusters
  Score: Raw -1956856.475563 + Penalty 3227.908586 = -1953628.566978
  nChanged 1067
		SP:Iteration 5F (61297.400000 sec): 3 clusters
  Score: Raw -1957383.195640 + Penalty 3227.908586 = -1954155.287054
  nChanged 995
		SP:Iteration 6Q (61297.680000 sec): 3 clusters
  Score: Raw -1957875.762049 + Penalty 3227.908586 = -1954647.853463
  nChanged 948
		SP:Iteration 7Q (61297.990000 sec): 3 clusters
  Score: Raw -1958320.249836 + Penalty 3227.908586 = -1955092.341250
  nChanged 811
		SP:Iteration 8Q (61298.330000 sec): 3 clusters
  Score: Raw -1958675.762751 + Penalty 3227.908586 = -1955447.854165
  nChanged 697
		SP:Iteration 9Q (61298.630000 sec): 3 clusters
  Score: Raw -1958956.653448 + Penalty 3227.908586 = -1955728.744862
  nChanged 581
		SP:Iteration 10Q (61298.970000 sec): 3 clusters
  Score: Raw -1959186.025273 + Penalty 3227.908586 = -1955958.116688
  nChanged 541
		SP:Iteration 11Q (61299.300000 sec): 3 clusters
  Score: Raw -1959392.623513 + Penalty 3227.908586 = -1956164.714928
  nChanged 446
		SP:Iteration 12Q (61299.550000 sec): 3 clusters
  Score: Raw -1959580.266470 + Penalty 3227.908586 = -1956352.357884
  nChanged 449
		SP:Iteration 13Q (61299.900000 sec): 3 clusters
  Score: Raw -1959766.977592 + Penalty 3227.908586 = -1956539.069006
  nChanged 442
		SP:Iteration 14Q (61300.190000 sec): 3 clusters
  Score: Raw -1959951.988739 + Penalty 3227.908586 = -1956724.080153
  nChanged 398
		SP:Iteration 15Q (61300.530000 sec): 3 clusters
  Score: Raw -1960122.223066 + Penalty 3227.908586 = -1956894.314480
  nChanged 395
		SP:Iteration 16Q (61300.790000 sec): 3 clusters
  Score: Raw -1960311.035722 + Penalty 3227.908586 = -1957083.127137
  nChanged 362
		SP:Iteration 17Q (61301.110000 sec): 3 clusters
  Score: Raw -1960515.689454 + Penalty 3227.908586 = -1957287.780868
  nChanged 381
		SP:Iteration 18Q (61301.440000 sec): 3 clusters
  Score: Raw -1960753.116413 + Penalty 3227.908586 = -1957525.207828
  nChanged 348
		SP:Iteration 19Q (61301.810000 sec): 3 clusters
  Score: Raw -1960968.620903 + Penalty 3227.908586 = -1957740.712318
  nChanged 327
		SP:Iteration 20F (61302.150000 sec): 3 clusters
  Score: Raw -1961144.103724 + Penalty 3227.908586 = -1957916.195138
  nChanged 316
		SP:Iteration 21Q (61302.430000 sec): 3 clusters
  Score: Raw -1961299.745746 + Penalty 3227.908586 = -1958071.837161
  nChanged 306
		SP:Iteration 22Q (61302.730000 sec): 3 clusters
  Score: Raw -1961447.778895 + Penalty 3227.908586 = -1958219.870309
  nChanged 267
		SP:Iteration 23Q (61302.960000 sec): 3 clusters
  Score: Raw -1961583.371823 + Penalty 3227.908586 = -1958355.463237
  nChanged 270
		SP:Iteration 24Q (61303.260000 sec): 3 clusters
  Score: Raw -1961713.939966 + Penalty 3227.908586 = -1958486.031380
  nChanged 271
		SP:Iteration 25Q (61303.530000 sec): 3 clusters
  Score: Raw -1961828.268345 + Penalty 3227.908586 = -1958600.359759
  nChanged 220
		SP:Iteration 26Q (61303.840000 sec): 3 clusters
  Score: Raw -1961927.998025 + Penalty 3227.908586 = -1958700.089439
  nChanged 217
		SP:Iteration 27Q (61304.140000 sec): 3 clusters
  Score: Raw -1962025.173136 + Penalty 3227.908586 = -1958797.264551
  nChanged 182
		SP:Iteration 28Q (61304.490000 sec): 3 clusters
  Score: Raw -1962108.598321 + Penalty 3227.908586 = -1958880.689735
  nChanged 165
		SP:Iteration 29Q (61304.750000 sec): 3 clusters
  Score: Raw -1962181.397079 + Penalty 3227.908586 = -1958953.488494
  nChanged 148
		SP:Iteration 30Q (61305.090000 sec): 3 clusters
  Score: Raw -1962237.134438 + Penalty 3227.908586 = -1959009.225853
  nChanged 142
		SP:Iteration 31Q (61305.390000 sec): 3 clusters
  Score: Raw -1962286.180580 + Penalty 3227.908586 = -1959058.271994
  nChanged 152
		SP:Iteration 32Q (61305.700000 sec): 3 clusters
  Score: Raw -1962342.122147 + Penalty 3227.908586 = -1959114.213562
  nChanged 136
		SP:Iteration 33Q (61305.900000 sec): 3 clusters
  Score: Raw -1962390.730733 + Penalty 3227.908586 = -1959162.822147
  nChanged 127
		SP:Iteration 34Q (61306.240000 sec): 3 clusters
  Score: Raw -1962434.188496 + Penalty 3227.908586 = -1959206.279910
  nChanged 109
		SP:Iteration 35Q (61306.520000 sec): 3 clusters
  Score: Raw -1962471.904072 + Penalty 3227.908586 = -1959243.995487
  nChanged 107
		SP:Iteration 36Q (61306.810000 sec): 3 clusters
  Score: Raw -1962505.469923 + Penalty 3227.908586 = -1959277.561337
  nChanged 96
		SP:Iteration 37Q (61307.120000 sec): 3 clusters
  Score: Raw -1962535.519725 + Penalty 3227.908586 = -1959307.611139
  nChanged 78
		SP:Iteration 38Q (61307.440000 sec): 3 clusters
  Score: Raw -1962560.481250 + Penalty 3227.908586 = -1959332.572664
  nChanged 83
		SP:Iteration 39Q (61307.760000 sec): 3 clusters
  Score: Raw -1962586.450149 + Penalty 3227.908586 = -1959358.541564
  nChanged 72
		SP:Iteration 40F (61308.030000 sec): 3 clusters
  Score: Raw -1962605.816186 + Penalty 3227.908586 = -1959377.907600
  nChanged 51
		SP:Iteration 41Q (61308.340000 sec): 3 clusters
  Score: Raw -1962620.794412 + Penalty 3227.908586 = -1959392.885826
  nChanged 41
		SP:Iteration 42Q (61308.670000 sec): 3 clusters
  Score: Raw -1962632.518756 + Penalty 3227.908586 = -1959404.610170
  nChanged 44
		SP:Iteration 43Q (61308.980000 sec): 3 clusters
  Score: Raw -1962645.253367 + Penalty 3227.908586 = -1959417.344781
  nChanged 39
		SP:Iteration 44Q (61309.260000 sec): 3 clusters
  Score: Raw -1962656.897738 + Penalty 3227.908586 = -1959428.989152
  nChanged 43
		SP:Iteration 45Q (61309.570000 sec): 3 clusters
  Score: Raw -1962668.819727 + Penalty 3227.908586 = -1959440.911141
  nChanged 34
		SP:Iteration 46Q (61309.840000 sec): 3 clusters
  Score: Raw -1962677.798825 + Penalty 3227.908586 = -1959449.890239
  nChanged 30
		SP:Iteration 47Q (61310.070000 sec): 3 clusters
  Score: Raw -1962687.163966 + Penalty 3227.908586 = -1959459.255381
  nChanged 38
		SP:Iteration 48Q (61310.360000 sec): 3 clusters
  Score: Raw -1962696.803151 + Penalty 3227.908586 = -1959468.894566
  nChanged 26
		SP:Iteration 49Q (61310.630000 sec): 3 clusters
  Score: Raw -1962703.495600 + Penalty 3227.908586 = -1959475.587015
  nChanged 25
		SP:Iteration 50Q (61310.900000 sec): 3 clusters
  Score: Raw -1962710.046261 + Penalty 3227.908586 = -1959482.137676
  nChanged 24
		SP:Iteration 51Q (61311.230000 sec): 3 clusters
  Score: Raw -1962716.724473 + Penalty 3227.908586 = -1959488.815887
  nChanged 25
		SP:Iteration 52Q (61311.500000 sec): 3 clusters
  Score: Raw -1962724.156230 + Penalty 3227.908586 = -1959496.247644
  nChanged 27
		SP:Iteration 53Q (61311.810000 sec): 3 clusters
  Score: Raw -1962732.028949 + Penalty 3227.908586 = -1959504.120364
  nChanged 25
		SP:Iteration 54Q (61312.120000 sec): 3 clusters
  Score: Raw -1962739.402668 + Penalty 3227.908586 = -1959511.494083
  nChanged 22
		SP:Iteration 55Q (61312.380000 sec): 3 clusters
  Score: Raw -1962747.042054 + Penalty 3227.908586 = -1959519.133469
  nChanged 23
		SP:Iteration 56Q (61312.690000 sec): 3 clusters
  Score: Raw -1962754.611617 + Penalty 3227.908586 = -1959526.703031
  nChanged 28
		SP:Iteration 57Q (61312.930000 sec): 3 clusters
  Score: Raw -1962764.347014 + Penalty 3227.908586 = -1959536.438428
  nChanged 24
		SP:Iteration 58Q (61313.210000 sec): 3 clusters
  Score: Raw -1962775.258770 + Penalty 3227.908586 = -1959547.350185
  nChanged 35
		SP:Iteration 59Q (61313.510000 sec): 3 clusters
  Score: Raw -1962794.106927 + Penalty 3227.908586 = -1959566.198341
  nChanged 43
		SP:Iteration 60F (61313.850000 sec): 3 clusters
  Score: Raw -1962825.531625 + Penalty 3227.908586 = -1959597.623040
  nChanged 56
		SP:Iteration 61Q (61314.130000 sec): 3 clusters
  Score: Raw -1962872.207388 + Penalty 3227.908586 = -1959644.298803
  nChanged 68
		SP:Iteration 62Q (61314.440000 sec): 3 clusters
  Score: Raw -1962942.081674 + Penalty 3227.908586 = -1959714.173088
  nChanged 70
		SP:Iteration 63Q (61314.700000 sec): 3 clusters
  Score: Raw -1962991.859898 + Penalty 3227.908586 = -1959763.951313
  nChanged 47
		SP:Iteration 64Q (61314.950000 sec): 3 clusters
  Score: Raw -1963010.943686 + Penalty 3227.908586 = -1959783.035100
  nChanged 40
		SP:Iteration 65Q (61315.220000 sec): 3 clusters
  Score: Raw -1963023.179581 + Penalty 3227.908586 = -1959795.270996
  nChanged 19
		SP:Iteration 66Q (61315.580000 sec): 3 clusters
  Score: Raw -1963029.180417 + Penalty 3227.908586 = -1959801.271832
  nChanged 13
		SP:Iteration 67Q (61315.860000 sec): 3 clusters
  Score: Raw -1963032.480685 + Penalty 3227.908586 = -1959804.572100
  nChanged 12
		SP:Iteration 68Q (61316.160000 sec): 3 clusters
  Score: Raw -1963035.474959 + Penalty 3227.908586 = -1959807.566373
  nChanged 10
		SP:Iteration 69Q (61316.420000 sec): 3 clusters
  Score: Raw -1963037.923601 + Penalty 3227.908586 = -1959810.015016
  nChanged 7
		SP:Iteration 70Q (61316.720000 sec): 3 clusters
  Score: Raw -1963039.455987 + Penalty 3227.908586 = -1959811.547401
  nChanged 2
		SP:Iteration 71Q (61316.970000 sec): 3 clusters
  Score: Raw -1963039.807878 + Penalty 3227.908586 = -1959811.899292
  nChanged 1
		SP:Iteration 72Q (61317.200000 sec): 3 clusters
  Score: Raw -1963040.004771 + Penalty 3227.908586 = -1959812.096185
  nChanged 1
		SP:Iteration 73Q (61317.460000 sec): 3 clusters
  Score: Raw -1963040.105409 + Penalty 3227.908586 = -1959812.196824
  nChanged 1
		SP:Iteration 74Q (61317.810000 sec): 3 clusters
  Score: Raw -1963040.288608 + Penalty 3227.908586 = -1959812.380023
  nChanged 0
		SP:Iteration 75F (61318.080000 sec): 3 clusters
  Score: Raw -1963040.288608 + Penalty 3227.908586 = -1959812.380023
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61318.250000 sec): 2 clusters
  Score: Raw -887206.355984 + Penalty 1487.573584 = -885718.782399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61318.490000 sec): 3 clusters
  Score: Raw -881961.354642 + Penalty 2975.147169 = -878986.207473
  nChanged 4027
		SP:Iteration 1F (61318.720000 sec): 3 clusters
  Score: Raw -884328.593478 + Penalty 2975.147169 = -881353.446309
  nChanged 711
		SP:Iteration 2F (61318.920000 sec): 3 clusters
  Score: Raw -884763.199641 + Penalty 2975.147169 = -881788.052472
  nChanged 605
		SP:Iteration 3F (61319.170000 sec): 3 clusters
  Score: Raw -885113.826949 + Penalty 2975.147169 = -882138.679780
  nChanged 528
		SP:Iteration 4F (61319.410000 sec): 3 clusters
  Score: Raw -885381.296908 + Penalty 2975.147169 = -882406.149739
  nChanged 435
		SP:Iteration 5Q (61319.670000 sec): 3 clusters
  Score: Raw -885595.012061 + Penalty 2975.147169 = -882619.864892
  nChanged 375
		SP:Iteration 6Q (61319.890000 sec): 3 clusters
  Score: Raw -885756.667822 + Penalty 2975.147169 = -882781.520653
  nChanged 308
		SP:Iteration 7Q (61320.160000 sec): 3 clusters
  Score: Raw -885866.466138 + Penalty 2975.147169 = -882891.318969
  nChanged 245
		SP:Iteration 8Q (61320.390000 sec): 3 clusters
  Score: Raw -885960.671084 + Penalty 2975.147169 = -882985.523915
  nChanged 238
		SP:Iteration 9Q (61320.660000 sec): 3 clusters
  Score: Raw -886062.044537 + Penalty 2975.147169 = -883086.897368
  nChanged 228
		SP:Iteration 10Q (61320.970000 sec): 3 clusters
  Score: Raw -886155.245960 + Penalty 2975.147169 = -883180.098791
  nChanged 209
		SP:Iteration 11Q (61321.240000 sec): 3 clusters
  Score: Raw -886247.412274 + Penalty 2975.147169 = -883272.265106
  nChanged 209
		SP:Iteration 12Q (61321.380000 sec): 3 clusters
  Score: Raw -886342.118205 + Penalty 2975.147169 = -883366.971036
  nChanged 199
		SP:Iteration 13Q (61321.620000 sec): 3 clusters
  Score: Raw -886434.503437 + Penalty 2975.147169 = -883459.356268
  nChanged 207
		SP:Iteration 14Q (61321.840000 sec): 3 clusters
  Score: Raw -886537.069023 + Penalty 2975.147169 = -883561.921854
  nChanged 208
		SP:Iteration 15Q (61322.120000 sec): 3 clusters
  Score: Raw -886631.441252 + Penalty 2975.147169 = -883656.294083
  nChanged 192
		SP:Iteration 16Q (61322.340000 sec): 3 clusters
  Score: Raw -886710.017475 + Penalty 2975.147169 = -883734.870307
  nChanged 196
		SP:Iteration 17Q (61322.570000 sec): 3 clusters
  Score: Raw -886793.469416 + Penalty 2975.147169 = -883818.322247
  nChanged 185
		SP:Iteration 18Q (61322.820000 sec): 3 clusters
  Score: Raw -886884.789652 + Penalty 2975.147169 = -883909.642483
  nChanged 163
		SP:Iteration 19Q (61323.020000 sec): 3 clusters
  Score: Raw -886948.863019 + Penalty 2975.147169 = -883973.715850
  nChanged 150
		SP:Iteration 20F (61323.240000 sec): 3 clusters
  Score: Raw -887000.128823 + Penalty 2975.147169 = -884024.981654
  nChanged 124
		SP:Iteration 21Q (61323.510000 sec): 3 clusters
  Score: Raw -887048.269139 + Penalty 2975.147169 = -884073.121970
  nChanged 150
		SP:Iteration 22Q (61323.720000 sec): 3 clusters
  Score: Raw -887107.920901 + Penalty 2975.147169 = -884132.773732
  nChanged 131
		SP:Iteration 23Q (61323.960000 sec): 3 clusters
  Score: Raw -887155.466168 + Penalty 2975.147169 = -884180.319000
  nChanged 126
		SP:Iteration 24Q (61324.160000 sec): 3 clusters
  Score: Raw -887201.997787 + Penalty 2975.147169 = -884226.850618
  nChanged 112
		SP:Iteration 25Q (61324.370000 sec): 3 clusters
  Score: Raw -887240.250771 + Penalty 2975.147169 = -884265.103602
  nChanged 105
		SP:Iteration 26Q (61324.610000 sec): 3 clusters
  Score: Raw -887279.058244 + Penalty 2975.147169 = -884303.911075
  nChanged 88
		SP:Iteration 27Q (61324.850000 sec): 3 clusters
  Score: Raw -887311.636937 + Penalty 2975.147169 = -884336.489768
  nChanged 104
		SP:Iteration 28Q (61325.070000 sec): 3 clusters
  Score: Raw -887352.670329 + Penalty 2975.147169 = -884377.523160
  nChanged 85
		SP:Iteration 29Q (61325.320000 sec): 3 clusters
  Score: Raw -887389.651687 + Penalty 2975.147169 = -884414.504518
  nChanged 96
		SP:Iteration 30Q (61325.560000 sec): 3 clusters
  Score: Raw -887430.780557 + Penalty 2975.147169 = -884455.633388
  nChanged 98
		SP:Iteration 31Q (61325.800000 sec): 3 clusters
  Score: Raw -887470.374160 + Penalty 2975.147169 = -884495.226991
  nChanged 85
		SP:Iteration 32Q (61326.050000 sec): 3 clusters
  Score: Raw -887503.224408 + Penalty 2975.147169 = -884528.077240
  nChanged 81
		SP:Iteration 33Q (61326.260000 sec): 3 clusters
  Score: Raw -887534.335303 + Penalty 2975.147169 = -884559.188134
  nChanged 82
		SP:Iteration 34Q (61326.520000 sec): 3 clusters
  Score: Raw -887560.696077 + Penalty 2975.147169 = -884585.548909
  nChanged 56
		SP:Iteration 35Q (61326.730000 sec): 3 clusters
  Score: Raw -887578.631891 + Penalty 2975.147169 = -884603.484722
  nChanged 52
		SP:Iteration 36Q (61326.920000 sec): 3 clusters
  Score: Raw -887593.158222 + Penalty 2975.147169 = -884618.011053
  nChanged 45
		SP:Iteration 37Q (61327.170000 sec): 3 clusters
  Score: Raw -887607.081670 + Penalty 2975.147169 = -884631.934501
  nChanged 31
		SP:Iteration 38Q (61327.430000 sec): 3 clusters
  Score: Raw -887614.844540 + Penalty 2975.147169 = -884639.697371
  nChanged 25
		SP:Iteration 39Q (61327.650000 sec): 3 clusters
  Score: Raw -887621.911725 + Penalty 2975.147169 = -884646.764556
  nChanged 26
		SP:Iteration 40F (61327.860000 sec): 3 clusters
  Score: Raw -887629.592114 + Penalty 2975.147169 = -884654.444945
  nChanged 19
		SP:Iteration 41Q (61328.180000 sec): 3 clusters
  Score: Raw -887634.768600 + Penalty 2975.147169 = -884659.621431
  nChanged 24
		SP:Iteration 42Q (61328.350000 sec): 3 clusters
  Score: Raw -887640.917642 + Penalty 2975.147169 = -884665.770473
  nChanged 17
		SP:Iteration 43Q (61328.630000 sec): 3 clusters
  Score: Raw -887647.486092 + Penalty 2975.147169 = -884672.338923
  nChanged 22
		SP:Iteration 44Q (61328.780000 sec): 3 clusters
  Score: Raw -887654.638954 + Penalty 2975.147169 = -884679.491786
  nChanged 24
		SP:Iteration 45Q (61329.040000 sec): 3 clusters
  Score: Raw -887663.387597 + Penalty 2975.147169 = -884688.240428
  nChanged 30
		SP:Iteration 46Q (61329.270000 sec): 3 clusters
  Score: Raw -887673.254791 + Penalty 2975.147169 = -884698.107622
  nChanged 17
		SP:Iteration 47Q (61329.550000 sec): 3 clusters
  Score: Raw -887678.462299 + Penalty 2975.147169 = -884703.315130
  nChanged 19
		SP:Iteration 48Q (61329.810000 sec): 3 clusters
  Score: Raw -887683.376045 + Penalty 2975.147169 = -884708.228876
  nChanged 19
		SP:Iteration 49Q (61329.950000 sec): 3 clusters
  Score: Raw -887688.469168 + Penalty 2975.147169 = -884713.321999
  nChanged 16
		SP:Iteration 50Q (61330.160000 sec): 3 clusters
  Score: Raw -887692.417255 + Penalty 2975.147169 = -884717.270086
  nChanged 7
		SP:Iteration 51Q (61330.420000 sec): 3 clusters
  Score: Raw -887694.389188 + Penalty 2975.147169 = -884719.242019
  nChanged 5
		SP:Iteration 52Q (61330.580000 sec): 3 clusters
  Score: Raw -887695.372824 + Penalty 2975.147169 = -884720.225655
  nChanged 3
		SP:Iteration 53Q (61330.820000 sec): 3 clusters
  Score: Raw -887695.913481 + Penalty 2975.147169 = -884720.766312
  nChanged 6
		SP:Iteration 54Q (61331.050000 sec): 3 clusters
  Score: Raw -887697.239042 + Penalty 2975.147169 = -884722.091873
  nChanged 5
		SP:Iteration 55Q (61331.300000 sec): 3 clusters
  Score: Raw -887698.802173 + Penalty 2975.147169 = -884723.655004
  nChanged 7
		SP:Iteration 56Q (61331.480000 sec): 3 clusters
  Score: Raw -887700.681202 + Penalty 2975.147169 = -884725.534034
  nChanged 6
		SP:Iteration 57Q (61331.730000 sec): 3 clusters
  Score: Raw -887702.467166 + Penalty 2975.147169 = -884727.319997
  nChanged 11
		SP:Iteration 58Q (61331.970000 sec): 3 clusters
  Score: Raw -887705.050527 + Penalty 2975.147169 = -884729.903358
  nChanged 5
		SP:Iteration 59Q (61332.220000 sec): 3 clusters
  Score: Raw -887706.478421 + Penalty 2975.147169 = -884731.331253
  nChanged 6
		SP:Iteration 60F (61332.470000 sec): 3 clusters
  Score: Raw -887707.752679 + Penalty 2975.147169 = -884732.605510
  nChanged 3
		SP:Iteration 61Q (61332.710000 sec): 3 clusters
  Score: Raw -887708.641634 + Penalty 2975.147169 = -884733.494465
  nChanged 3
		SP:Iteration 62Q (61332.920000 sec): 3 clusters
  Score: Raw -887709.246444 + Penalty 2975.147169 = -884734.099276
  nChanged 3
		SP:Iteration 63Q (61333.130000 sec): 3 clusters
  Score: Raw -887710.206502 + Penalty 2975.147169 = -884735.059333
  nChanged 7
		SP:Iteration 64Q (61333.370000 sec): 3 clusters
  Score: Raw -887712.329094 + Penalty 2975.147169 = -884737.181926
  nChanged 6
		SP:Iteration 65Q (61333.570000 sec): 3 clusters
  Score: Raw -887713.798437 + Penalty 2975.147169 = -884738.651268
  nChanged 4
		SP:Iteration 66Q (61333.810000 sec): 3 clusters
  Score: Raw -887714.621015 + Penalty 2975.147169 = -884739.473846
  nChanged 2
		SP:Iteration 67Q (61334.050000 sec): 3 clusters
  Score: Raw -887715.303396 + Penalty 2975.147169 = -884740.156227
  nChanged 3
		SP:Iteration 68Q (61334.250000 sec): 3 clusters
  Score: Raw -887716.073567 + Penalty 2975.147169 = -884740.926398
  nChanged 4
		SP:Iteration 69Q (61334.530000 sec): 3 clusters
  Score: Raw -887716.899804 + Penalty 2975.147169 = -884741.752635
  nChanged 7
		SP:Iteration 70Q (61334.730000 sec): 3 clusters
  Score: Raw -887718.805048 + Penalty 2975.147169 = -884743.657879
  nChanged 7
		SP:Iteration 71Q (61334.930000 sec): 3 clusters
  Score: Raw -887720.426387 + Penalty 2975.147169 = -884745.279218
  nChanged 4
		SP:Iteration 72Q (61335.220000 sec): 3 clusters
  Score: Raw -887721.616550 + Penalty 2975.147169 = -884746.469381
  nChanged 5
		SP:Iteration 73Q (61335.400000 sec): 3 clusters
  Score: Raw -887723.250753 + Penalty 2975.147169 = -884748.103584
  nChanged 8
		SP:Iteration 74Q (61335.610000 sec): 3 clusters
  Score: Raw -887725.936043 + Penalty 2975.147169 = -884750.788874
  nChanged 11
		SP:Iteration 75Q (61335.840000 sec): 3 clusters
  Score: Raw -887728.686680 + Penalty 2975.147169 = -884753.539511
  nChanged 8
		SP:Iteration 76Q (61336.070000 sec): 3 clusters
  Score: Raw -887731.526313 + Penalty 2975.147169 = -884756.379144
  nChanged 9
		SP:Iteration 77Q (61336.290000 sec): 3 clusters
  Score: Raw -887734.227541 + Penalty 2975.147169 = -884759.080372
  nChanged 14
		SP:Iteration 78Q (61336.510000 sec): 3 clusters
  Score: Raw -887737.457646 + Penalty 2975.147169 = -884762.310477
  nChanged 10
		SP:Iteration 79Q (61336.650000 sec): 3 clusters
  Score: Raw -887740.153037 + Penalty 2975.147169 = -884765.005868
  nChanged 8
		SP:Iteration 80F (61336.890000 sec): 3 clusters
  Score: Raw -887743.029262 + Penalty 2975.147169 = -884767.882093
  nChanged 8
		SP:Iteration 81Q (61337.100000 sec): 3 clusters
  Score: Raw -887746.009882 + Penalty 2975.147169 = -884770.862713
  nChanged 10
		SP:Iteration 82Q (61337.340000 sec): 3 clusters
  Score: Raw -887749.097017 + Penalty 2975.147169 = -884773.949848
  nChanged 11
		SP:Iteration 83Q (61337.630000 sec): 3 clusters
  Score: Raw -887752.897682 + Penalty 2975.147169 = -884777.750513
  nChanged 18
		SP:Iteration 84Q (61337.820000 sec): 3 clusters
  Score: Raw -887758.822402 + Penalty 2975.147169 = -884783.675234
  nChanged 12
		SP:Iteration 85Q (61338.050000 sec): 3 clusters
  Score: Raw -887763.047997 + Penalty 2975.147169 = -884787.900828
  nChanged 12
		SP:Iteration 86Q (61338.250000 sec): 3 clusters
  Score: Raw -887767.248365 + Penalty 2975.147169 = -884792.101196
  nChanged 6
		SP:Iteration 87Q (61338.510000 sec): 3 clusters
  Score: Raw -887769.758238 + Penalty 2975.147169 = -884794.611069
  nChanged 5
		SP:Iteration 88Q (61338.720000 sec): 3 clusters
  Score: Raw -887771.410358 + Penalty 2975.147169 = -884796.263189
  nChanged 7
		SP:Iteration 89Q (61338.950000 sec): 3 clusters
  Score: Raw -887774.707595 + Penalty 2975.147169 = -884799.560426
  nChanged 8
		SP:Iteration 90Q (61339.180000 sec): 3 clusters
  Score: Raw -887777.442639 + Penalty 2975.147169 = -884802.295470
  nChanged 8
		SP:Iteration 91Q (61339.350000 sec): 3 clusters
  Score: Raw -887781.106099 + Penalty 2975.147169 = -884805.958931
  nChanged 11
		SP:Iteration 92Q (61339.530000 sec): 3 clusters
  Score: Raw -887784.611791 + Penalty 2975.147169 = -884809.464622
  nChanged 8
		SP:Iteration 93Q (61339.770000 sec): 3 clusters
  Score: Raw -887786.345968 + Penalty 2975.147169 = -884811.198799
  nChanged 6
		SP:Iteration 94Q (61339.940000 sec): 3 clusters
  Score: Raw -887788.216731 + Penalty 2975.147169 = -884813.069562
  nChanged 6
		SP:Iteration 95Q (61340.140000 sec): 3 clusters
  Score: Raw -887790.768242 + Penalty 2975.147169 = -884815.621073
  nChanged 8
		SP:Iteration 96Q (61340.440000 sec): 3 clusters
  Score: Raw -887793.101480 + Penalty 2975.147169 = -884817.954311
  nChanged 5
		SP:Iteration 97Q (61340.660000 sec): 3 clusters
  Score: Raw -887795.150311 + Penalty 2975.147169 = -884820.003142
  nChanged 7
		SP:Iteration 98Q (61340.860000 sec): 3 clusters
  Score: Raw -887797.886638 + Penalty 2975.147169 = -884822.739469
  nChanged 4
		SP:Iteration 99Q (61341.070000 sec): 3 clusters
  Score: Raw -887799.378398 + Penalty 2975.147169 = -884824.231230
  nChanged 4
		SP:Iteration 100F (61341.300000 sec): 3 clusters
  Score: Raw -887800.852715 + Penalty 2975.147169 = -884825.705546
  nChanged 5
		SP:Iteration 101Q (61341.520000 sec): 3 clusters
  Score: Raw -887801.875922 + Penalty 2975.147169 = -884826.728753
  nChanged 6
		SP:Iteration 102Q (61341.720000 sec): 3 clusters
  Score: Raw -887803.507812 + Penalty 2975.147169 = -884828.360643
  nChanged 2
		SP:Iteration 103Q (61341.860000 sec): 3 clusters
  Score: Raw -887803.931568 + Penalty 2975.147169 = -884828.784399
  nChanged 1
		SP:Iteration 104Q (61342.000000 sec): 3 clusters
  Score: Raw -887804.124362 + Penalty 2975.147169 = -884828.977194
  nChanged 0
		SP:Iteration 105F (61342.190000 sec): 3 clusters
  Score: Raw -887804.124362 + Penalty 2975.147169 = -884828.977194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61342.260000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61342.400000 sec): 3 clusters
  Score: Raw -146847.201386 + Penalty 2371.774692 = -144475.426694
  nChanged 446
		SP:Iteration 1F (61342.540000 sec): 3 clusters
  Score: Raw -147208.921182 + Penalty 2371.774692 = -144837.146490
  nChanged 131
		SP:Iteration 2F (61342.700000 sec): 3 clusters
  Score: Raw -147385.112125 + Penalty 2371.774692 = -145013.337434
  nChanged 106
		SP:Iteration 3F (61342.860000 sec): 3 clusters
  Score: Raw -147529.646606 + Penalty 2371.774692 = -145157.871914
  nChanged 86
		SP:Iteration 4F (61342.990000 sec): 3 clusters
  Score: Raw -147652.481635 + Penalty 2371.774692 = -145280.706943
  nChanged 62
		SP:Iteration 5Q (61343.120000 sec): 3 clusters
  Score: Raw -147709.798868 + Penalty 2371.774692 = -145338.024176
  nChanged 33
		SP:Iteration 6Q (61343.240000 sec): 3 clusters
  Score: Raw -147730.642892 + Penalty 2371.774692 = -145358.868200
  nChanged 25
		SP:Iteration 7Q (61343.370000 sec): 3 clusters
  Score: Raw -147751.620884 + Penalty 2371.774692 = -145379.846192
  nChanged 20
		SP:Iteration 8Q (61343.500000 sec): 3 clusters
  Score: Raw -147771.096193 + Penalty 2371.774692 = -145399.321501
  nChanged 16
		SP:Iteration 9Q (61343.630000 sec): 3 clusters
  Score: Raw -147787.124088 + Penalty 2371.774692 = -145415.349396
  nChanged 12
		SP:Iteration 10Q (61343.760000 sec): 3 clusters
  Score: Raw -147797.052596 + Penalty 2371.774692 = -145425.277904
  nChanged 9
		SP:Iteration 11Q (61343.880000 sec): 3 clusters
  Score: Raw -147802.901426 + Penalty 2371.774692 = -145431.126734
  nChanged 5
		SP:Iteration 12Q (61344.010000 sec): 3 clusters
  Score: Raw -147807.556358 + Penalty 2371.774692 = -145435.781666
  nChanged 7
		SP:Iteration 13Q (61344.140000 sec): 3 clusters
  Score: Raw -147813.514852 + Penalty 2371.774692 = -145441.740160
  nChanged 8
		SP:Iteration 14Q (61344.270000 sec): 3 clusters
  Score: Raw -147818.362805 + Penalty 2371.774692 = -145446.588113
  nChanged 10
		SP:Iteration 15Q (61344.400000 sec): 3 clusters
  Score: Raw -147827.049059 + Penalty 2371.774692 = -145455.274367
  nChanged 10
		SP:Iteration 16Q (61344.520000 sec): 3 clusters
  Score: Raw -147838.287356 + Penalty 2371.774692 = -145466.512665
  nChanged 12
		SP:Iteration 17Q (61344.650000 sec): 3 clusters
  Score: Raw -147852.223656 + Penalty 2371.774692 = -145480.448964
  nChanged 12
		SP:Iteration 18Q (61344.780000 sec): 3 clusters
  Score: Raw -147858.656922 + Penalty 2371.774692 = -145486.882231
  nChanged 6
		SP:Iteration 19Q (61344.910000 sec): 3 clusters
  Score: Raw -147863.117324 + Penalty 2371.774692 = -145491.342632
  nChanged 7
		SP:Iteration 20F (61345.040000 sec): 3 clusters
  Score: Raw -147867.543028 + Penalty 2371.774692 = -145495.768337
  nChanged 6
		SP:Iteration 21Q (61345.160000 sec): 3 clusters
  Score: Raw -147871.830360 + Penalty 2371.774692 = -145500.055668
  nChanged 4
		SP:Iteration 22Q (61345.310000 sec): 3 clusters
  Score: Raw -147875.974405 + Penalty 2371.774692 = -145504.199713
  nChanged 4
		SP:Iteration 23Q (61345.450000 sec): 3 clusters
  Score: Raw -147879.674631 + Penalty 2371.774692 = -145507.899939
  nChanged 3
		SP:Iteration 24Q (61345.600000 sec): 3 clusters
  Score: Raw -147880.725243 + Penalty 2371.774692 = -145508.950551
  nChanged 2
		SP:Iteration 25Q (61345.740000 sec): 3 clusters
  Score: Raw -147881.763846 + Penalty 2371.774692 = -145509.989155
  nChanged 2
		SP:Iteration 26Q (61345.890000 sec): 3 clusters
  Score: Raw -147883.550763 + Penalty 2371.774692 = -145511.776071
  nChanged 1
		SP:Iteration 27Q (61346.030000 sec): 3 clusters
  Score: Raw -147884.222020 + Penalty 2371.774692 = -145512.447328
  nChanged 1
		SP:Iteration 28Q (61346.170000 sec): 3 clusters
  Score: Raw -147884.377546 + Penalty 2371.774692 = -145512.602854
  nChanged 0
		SP:Iteration 29F (61346.320000 sec): 3 clusters
  Score: Raw -147884.377546 + Penalty 2371.774692 = -145512.602854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61346.430000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61346.610000 sec): 3 clusters
  Score: Raw -285327.917957 + Penalty 2573.080896 = -282754.837060
  nChanged 1035
		SP:Iteration 1F (61346.790000 sec): 3 clusters
  Score: Raw -285907.704155 + Penalty 2573.080896 = -283334.623259
  nChanged 204
		SP:Iteration 2F (61346.970000 sec): 3 clusters
  Score: Raw -286034.896487 + Penalty 2573.080896 = -283461.815590
  nChanged 136
		SP:Iteration 3Q (61347.130000 sec): 3 clusters
  Score: Raw -286111.401870 + Penalty 2573.080896 = -283538.320974
  nChanged 97
		SP:Iteration 4Q (61347.290000 sec): 3 clusters
  Score: Raw -286168.019692 + Penalty 2573.080896 = -283594.938795
  nChanged 89
		SP:Iteration 5Q (61347.450000 sec): 3 clusters
  Score: Raw -286212.122763 + Penalty 2573.080896 = -283639.041866
  nChanged 59
		SP:Iteration 6Q (61347.610000 sec): 3 clusters
  Score: Raw -286238.127293 + Penalty 2573.080896 = -283665.046397
  nChanged 47
		SP:Iteration 7Q (61347.770000 sec): 3 clusters
  Score: Raw -286257.267997 + Penalty 2573.080896 = -283684.187101
  nChanged 46
		SP:Iteration 8Q (61347.930000 sec): 3 clusters
  Score: Raw -286276.631002 + Penalty 2573.080896 = -283703.550106
  nChanged 36
		SP:Iteration 9Q (61348.090000 sec): 3 clusters
  Score: Raw -286291.238980 + Penalty 2573.080896 = -283718.158084
  nChanged 35
		SP:Iteration 10Q (61348.260000 sec): 3 clusters
  Score: Raw -286308.330687 + Penalty 2573.080896 = -283735.249791
  nChanged 39
		SP:Iteration 11Q (61348.450000 sec): 3 clusters
  Score: Raw -286325.913454 + Penalty 2573.080896 = -283752.832558
  nChanged 32
		SP:Iteration 12Q (61348.610000 sec): 3 clusters
  Score: Raw -286344.292380 + Penalty 2573.080896 = -283771.211483
  nChanged 41
		SP:Iteration 13Q (61348.770000 sec): 3 clusters
  Score: Raw -286362.163148 + Penalty 2573.080896 = -283789.082252
  nChanged 39
		SP:Iteration 14Q (61348.930000 sec): 3 clusters
  Score: Raw -286375.245056 + Penalty 2573.080896 = -283802.164160
  nChanged 33
		SP:Iteration 15Q (61349.090000 sec): 3 clusters
  Score: Raw -286389.721727 + Penalty 2573.080896 = -283816.640831
  nChanged 32
		SP:Iteration 16Q (61349.250000 sec): 3 clusters
  Score: Raw -286402.240533 + Penalty 2573.080896 = -283829.159637
  nChanged 27
		SP:Iteration 17Q (61349.410000 sec): 3 clusters
  Score: Raw -286415.597519 + Penalty 2573.080896 = -283842.516623
  nChanged 34
		SP:Iteration 18Q (61349.570000 sec): 3 clusters
  Score: Raw -286436.870934 + Penalty 2573.080896 = -283863.790038
  nChanged 36
		SP:Iteration 19Q (61349.730000 sec): 3 clusters
  Score: Raw -286459.214850 + Penalty 2573.080896 = -283886.133954
  nChanged 43
		SP:Iteration 20F (61349.890000 sec): 3 clusters
  Score: Raw -286483.879673 + Penalty 2573.080896 = -283910.798776
  nChanged 46
		SP:Iteration 21Q (61350.060000 sec): 3 clusters
  Score: Raw -286507.338796 + Penalty 2573.080896 = -283934.257900
  nChanged 30
		SP:Iteration 22Q (61350.240000 sec): 3 clusters
  Score: Raw -286526.617416 + Penalty 2573.080896 = -283953.536520
  nChanged 34
		SP:Iteration 23Q (61350.400000 sec): 3 clusters
  Score: Raw -286544.602135 + Penalty 2573.080896 = -283971.521239
  nChanged 32
		SP:Iteration 24Q (61350.560000 sec): 3 clusters
  Score: Raw -286557.922222 + Penalty 2573.080896 = -283984.841325
  nChanged 23
		SP:Iteration 25Q (61350.710000 sec): 3 clusters
  Score: Raw -286568.407527 + Penalty 2573.080896 = -283995.326630
  nChanged 22
		SP:Iteration 26Q (61350.870000 sec): 3 clusters
  Score: Raw -286578.243040 + Penalty 2573.080896 = -284005.162144
  nChanged 19
		SP:Iteration 27Q (61351.030000 sec): 3 clusters
  Score: Raw -286585.367266 + Penalty 2573.080896 = -284012.286370
  nChanged 15
		SP:Iteration 28Q (61351.190000 sec): 3 clusters
  Score: Raw -286593.792757 + Penalty 2573.080896 = -284020.711860
  nChanged 15
		SP:Iteration 29Q (61351.350000 sec): 3 clusters
  Score: Raw -286600.925931 + Penalty 2573.080896 = -284027.845035
  nChanged 14
		SP:Iteration 30Q (61351.500000 sec): 3 clusters
  Score: Raw -286606.261024 + Penalty 2573.080896 = -284033.180128
  nChanged 21
		SP:Iteration 31Q (61351.660000 sec): 3 clusters
  Score: Raw -286616.963224 + Penalty 2573.080896 = -284043.882328
  nChanged 27
		SP:Iteration 32Q (61351.820000 sec): 3 clusters
  Score: Raw -286632.909140 + Penalty 2573.080896 = -284059.828243
  nChanged 23
		SP:Iteration 33Q (61351.970000 sec): 3 clusters
  Score: Raw -286647.556676 + Penalty 2573.080896 = -284074.475780
  nChanged 23
		SP:Iteration 34Q (61352.130000 sec): 3 clusters
  Score: Raw -286663.139374 + Penalty 2573.080896 = -284090.058478
  nChanged 20
		SP:Iteration 35Q (61352.290000 sec): 3 clusters
  Score: Raw -286673.396925 + Penalty 2573.080896 = -284100.316029
  nChanged 19
		SP:Iteration 36Q (61352.450000 sec): 3 clusters
  Score: Raw -286681.634118 + Penalty 2573.080896 = -284108.553221
  nChanged 12
		SP:Iteration 37Q (61352.610000 sec): 3 clusters
  Score: Raw -286688.197786 + Penalty 2573.080896 = -284115.116890
  nChanged 20
		SP:Iteration 38Q (61352.760000 sec): 3 clusters
  Score: Raw -286698.534903 + Penalty 2573.080896 = -284125.454006
  nChanged 18
		SP:Iteration 39Q (61352.920000 sec): 3 clusters
  Score: Raw -286706.914289 + Penalty 2573.080896 = -284133.833393
  nChanged 12
		SP:Iteration 40F (61353.080000 sec): 3 clusters
  Score: Raw -286713.687788 + Penalty 2573.080896 = -284140.606892
  nChanged 20
		SP:Iteration 41Q (61353.240000 sec): 3 clusters
  Score: Raw -286725.396966 + Penalty 2573.080896 = -284152.316069
  nChanged 24
		SP:Iteration 42Q (61353.390000 sec): 3 clusters
  Score: Raw -286744.375604 + Penalty 2573.080896 = -284171.294708
  nChanged 26
		SP:Iteration 43Q (61353.550000 sec): 3 clusters
  Score: Raw -286763.309386 + Penalty 2573.080896 = -284190.228490
  nChanged 21
		SP:Iteration 44Q (61353.710000 sec): 3 clusters
  Score: Raw -286776.569253 + Penalty 2573.080896 = -284203.488357
  nChanged 16
		SP:Iteration 45Q (61353.870000 sec): 3 clusters
  Score: Raw -286786.472994 + Penalty 2573.080896 = -284213.392098
  nChanged 10
		SP:Iteration 46Q (61354.020000 sec): 3 clusters
  Score: Raw -286796.090966 + Penalty 2573.080896 = -284223.010070
  nChanged 15
		SP:Iteration 47Q (61354.180000 sec): 3 clusters
  Score: Raw -286805.356583 + Penalty 2573.080896 = -284232.275686
  nChanged 14
		SP:Iteration 48Q (61354.340000 sec): 3 clusters
  Score: Raw -286819.230489 + Penalty 2573.080896 = -284246.149592
  nChanged 19
		SP:Iteration 49Q (61354.500000 sec): 3 clusters
  Score: Raw -286838.909607 + Penalty 2573.080896 = -284265.828710
  nChanged 18
		SP:Iteration 50Q (61354.650000 sec): 3 clusters
  Score: Raw -286854.530915 + Penalty 2573.080896 = -284281.450018
  nChanged 18
		SP:Iteration 51Q (61354.810000 sec): 3 clusters
  Score: Raw -286865.630961 + Penalty 2573.080896 = -284292.550065
  nChanged 15
		SP:Iteration 52Q (61354.970000 sec): 3 clusters
  Score: Raw -286876.052255 + Penalty 2573.080896 = -284302.971359
  nChanged 16
		SP:Iteration 53Q (61355.120000 sec): 3 clusters
  Score: Raw -286885.246503 + Penalty 2573.080896 = -284312.165607
  nChanged 13
		SP:Iteration 54Q (61355.280000 sec): 3 clusters
  Score: Raw -286892.951892 + Penalty 2573.080896 = -284319.870996
  nChanged 9
		SP:Iteration 55Q (61355.440000 sec): 3 clusters
  Score: Raw -286897.116347 + Penalty 2573.080896 = -284324.035451
  nChanged 3
		SP:Iteration 56Q (61355.590000 sec): 3 clusters
  Score: Raw -286899.107959 + Penalty 2573.080896 = -284326.027063
  nChanged 3
		SP:Iteration 57Q (61355.750000 sec): 3 clusters
  Score: Raw -286900.301165 + Penalty 2573.080896 = -284327.220268
  nChanged 1
		SP:Iteration 58Q (61355.910000 sec): 3 clusters
  Score: Raw -286900.681893 + Penalty 2573.080896 = -284327.600996
  nChanged 1
		SP:Iteration 59Q (61356.070000 sec): 3 clusters
  Score: Raw -286901.025191 + Penalty 2573.080896 = -284327.944294
  nChanged 1
		SP:Iteration 60F (61356.230000 sec): 3 clusters
  Score: Raw -286901.520760 + Penalty 2573.080896 = -284328.439864
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61356.340000 sec): 2 clusters
  Score: Raw -646344.845042 + Penalty 1419.679520 = -644925.165522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61356.550000 sec): 3 clusters
  Score: Raw -643034.212473 + Penalty 2839.359039 = -640194.853434
  nChanged 2597
		SP:Iteration 1F (61356.710000 sec): 3 clusters
  Score: Raw -644443.914929 + Penalty 2839.359039 = -641604.555890
  nChanged 413
		SP:Iteration 2F (61356.860000 sec): 3 clusters
  Score: Raw -644641.782464 + Penalty 2839.359039 = -641802.423424
  nChanged 306
		SP:Iteration 3Q (61357.170000 sec): 3 clusters
  Score: Raw -644780.741414 + Penalty 2839.359039 = -641941.382375
  nChanged 254
		SP:Iteration 4Q (61357.400000 sec): 3 clusters
  Score: Raw -644880.634916 + Penalty 2839.359039 = -642041.275877
  nChanged 199
		SP:Iteration 5Q (61357.600000 sec): 3 clusters
  Score: Raw -644955.919606 + Penalty 2839.359039 = -642116.560566
  nChanged 176
		SP:Iteration 6Q (61357.820000 sec): 3 clusters
  Score: Raw -645024.250491 + Penalty 2839.359039 = -642184.891452
  nChanged 172
		SP:Iteration 7Q (61358.000000 sec): 3 clusters
  Score: Raw -645082.004034 + Penalty 2839.359039 = -642242.644995
  nChanged 141
		SP:Iteration 8Q (61358.170000 sec): 3 clusters
  Score: Raw -645133.353007 + Penalty 2839.359039 = -642293.993968
  nChanged 148
		SP:Iteration 9Q (61358.380000 sec): 3 clusters
  Score: Raw -645184.662813 + Penalty 2839.359039 = -642345.303774
  nChanged 135
		SP:Iteration 10Q (61358.590000 sec): 3 clusters
  Score: Raw -645227.832349 + Penalty 2839.359039 = -642388.473310
  nChanged 124
		SP:Iteration 11Q (61358.790000 sec): 3 clusters
  Score: Raw -645271.906988 + Penalty 2839.359039 = -642432.547949
  nChanged 142
		SP:Iteration 12Q (61358.980000 sec): 3 clusters
  Score: Raw -645327.310920 + Penalty 2839.359039 = -642487.951881
  nChanged 156
		SP:Iteration 13Q (61359.190000 sec): 3 clusters
  Score: Raw -645404.144692 + Penalty 2839.359039 = -642564.785653
  nChanged 195
		SP:Iteration 14Q (61359.370000 sec): 3 clusters
  Score: Raw -645501.995056 + Penalty 2839.359039 = -642662.636017
  nChanged 199
		SP:Iteration 15Q (61359.630000 sec): 3 clusters
  Score: Raw -645623.322891 + Penalty 2839.359039 = -642783.963851
  nChanged 249
		SP:Iteration 16Q (61359.850000 sec): 3 clusters
  Score: Raw -645803.703697 + Penalty 2839.359039 = -642964.344658
  nChanged 238
		SP:Iteration 17Q (61360.070000 sec): 3 clusters
  Score: Raw -645970.417176 + Penalty 2839.359039 = -643131.058137
  nChanged 191
		SP:Iteration 18Q (61360.310000 sec): 3 clusters
  Score: Raw -646110.761624 + Penalty 2839.359039 = -643271.402585
  nChanged 176
		SP:Iteration 19Q (61360.540000 sec): 3 clusters
  Score: Raw -646242.630057 + Penalty 2839.359039 = -643403.271018
  nChanged 151
		SP:Iteration 20F (61360.730000 sec): 3 clusters
  Score: Raw -646367.649582 + Penalty 2839.359039 = -643528.290543
  nChanged 128
		SP:Iteration 21Q (61360.950000 sec): 3 clusters
  Score: Raw -646467.510551 + Penalty 2839.359039 = -643628.151512
  nChanged 99
		SP:Iteration 22Q (61361.200000 sec): 3 clusters
  Score: Raw -646540.878761 + Penalty 2839.359039 = -643701.519722
  nChanged 63
		SP:Iteration 23Q (61361.420000 sec): 3 clusters
  Score: Raw -646584.791046 + Penalty 2839.359039 = -643745.432007
  nChanged 46
		SP:Iteration 24Q (61361.640000 sec): 3 clusters
  Score: Raw -646612.089917 + Penalty 2839.359039 = -643772.730878
  nChanged 32
		SP:Iteration 25Q (61361.830000 sec): 3 clusters
  Score: Raw -646628.488156 + Penalty 2839.359039 = -643789.129117
  nChanged 24
		SP:Iteration 26Q (61362.010000 sec): 3 clusters
  Score: Raw -646638.766542 + Penalty 2839.359039 = -643799.407503
  nChanged 18
		SP:Iteration 27Q (61362.230000 sec): 3 clusters
  Score: Raw -646647.697393 + Penalty 2839.359039 = -643808.338354
  nChanged 10
		SP:Iteration 28Q (61362.400000 sec): 3 clusters
  Score: Raw -646652.713693 + Penalty 2839.359039 = -643813.354654
  nChanged 16
		SP:Iteration 29Q (61362.550000 sec): 3 clusters
  Score: Raw -646660.858364 + Penalty 2839.359039 = -643821.499325
  nChanged 11
		SP:Iteration 30Q (61362.720000 sec): 3 clusters
  Score: Raw -646667.005607 + Penalty 2839.359039 = -643827.646568
  nChanged 17
		SP:Iteration 31Q (61362.940000 sec): 3 clusters
  Score: Raw -646677.287936 + Penalty 2839.359039 = -643837.928897
  nChanged 14
		SP:Iteration 32Q (61363.180000 sec): 3 clusters
  Score: Raw -646683.549992 + Penalty 2839.359039 = -643844.190953
  nChanged 9
		SP:Iteration 33Q (61363.390000 sec): 3 clusters
  Score: Raw -646687.207255 + Penalty 2839.359039 = -643847.848216
  nChanged 7
		SP:Iteration 34Q (61363.620000 sec): 3 clusters
  Score: Raw -646690.789488 + Penalty 2839.359039 = -643851.430448
  nChanged 2
		SP:Iteration 35Q (61363.810000 sec): 3 clusters
  Score: Raw -646692.125764 + Penalty 2839.359039 = -643852.766725
  nChanged 3
		SP:Iteration 36Q (61364.020000 sec): 3 clusters
  Score: Raw -646693.444340 + Penalty 2839.359039 = -643854.085301
  nChanged 4
		SP:Iteration 37Q (61364.210000 sec): 3 clusters
  Score: Raw -646694.799123 + Penalty 2839.359039 = -643855.440084
  nChanged 3
		SP:Iteration 38Q (61364.380000 sec): 3 clusters
  Score: Raw -646695.474117 + Penalty 2839.359039 = -643856.115078
  nChanged 0
		SP:Iteration 39F (61364.630000 sec): 3 clusters
  Score: Raw -646695.474117 + Penalty 2839.359039 = -643856.115078
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61364.680000 sec): 2 clusters
  Score: Raw -181436.682260 + Penalty 1210.826774 = -180225.855486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61364.910000 sec): 3 clusters
  Score: Raw -180740.804653 + Penalty 2421.653548 = -178319.151105
  nChanged 606
		SP:Iteration 1F (61365.050000 sec): 3 clusters
  Score: Raw -181114.526782 + Penalty 2421.653548 = -178692.873234
  nChanged 117
		SP:Iteration 2F (61365.280000 sec): 3 clusters
  Score: Raw -181198.499841 + Penalty 2421.653548 = -178776.846294
  nChanged 81
		SP:Iteration 3Q (61365.470000 sec): 3 clusters
  Score: Raw -181248.888258 + Penalty 2421.653548 = -178827.234710
  nChanged 47
		SP:Iteration 4Q (61365.660000 sec): 3 clusters
  Score: Raw -181284.894229 + Penalty 2421.653548 = -178863.240681
  nChanged 28
		SP:Iteration 5Q (61365.890000 sec): 3 clusters
  Score: Raw -181302.748167 + Penalty 2421.653548 = -178881.094620
  nChanged 24
		SP:Iteration 6Q (61366.100000 sec): 3 clusters
  Score: Raw -181318.372419 + Penalty 2421.653548 = -178896.718871
  nChanged 15
		SP:Iteration 7Q (61366.280000 sec): 3 clusters
  Score: Raw -181327.293314 + Penalty 2421.653548 = -178905.639767
  nChanged 18
		SP:Iteration 8Q (61366.470000 sec): 3 clusters
  Score: Raw -181340.537067 + Penalty 2421.653548 = -178918.883519
  nChanged 18
		SP:Iteration 9Q (61366.630000 sec): 3 clusters
  Score: Raw -181354.253686 + Penalty 2421.653548 = -178932.600138
  nChanged 15
		SP:Iteration 10Q (61366.810000 sec): 3 clusters
  Score: Raw -181362.386009 + Penalty 2421.653548 = -178940.732461
  nChanged 9
		SP:Iteration 11Q (61367.020000 sec): 3 clusters
  Score: Raw -181367.613781 + Penalty 2421.653548 = -178945.960234
  nChanged 12
		SP:Iteration 12Q (61367.210000 sec): 3 clusters
  Score: Raw -181374.570708 + Penalty 2421.653548 = -178952.917161
  nChanged 14
		SP:Iteration 13Q (61367.440000 sec): 3 clusters
  Score: Raw -181381.993049 + Penalty 2421.653548 = -178960.339502
  nChanged 7
		SP:Iteration 14Q (61367.670000 sec): 3 clusters
  Score: Raw -181385.338084 + Penalty 2421.653548 = -178963.684537
  nChanged 4
		SP:Iteration 15Q (61367.910000 sec): 3 clusters
  Score: Raw -181388.088230 + Penalty 2421.653548 = -178966.434682
  nChanged 4
		SP:Iteration 16Q (61368.070000 sec): 3 clusters
  Score: Raw -181389.591581 + Penalty 2421.653548 = -178967.938033
  nChanged 3
		SP:Iteration 17Q (61368.210000 sec): 3 clusters
  Score: Raw -181390.574626 + Penalty 2421.653548 = -178968.921078
  nChanged 0
		SP:Iteration 18F (61368.370000 sec): 3 clusters
  Score: Raw -181390.574626 + Penalty 2421.653548 = -178968.921078
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61368.500000 sec): 2 clusters
  Score: Raw -620302.755289 + Penalty 1419.653417 = -618883.101872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61368.750000 sec): 3 clusters
  Score: Raw -617061.885062 + Penalty 2839.306834 = -614222.578228
  nChanged 2571
		SP:Iteration 1F (61368.930000 sec): 3 clusters
  Score: Raw -618451.216847 + Penalty 2839.306834 = -615611.910012
  nChanged 398
		SP:Iteration 2F (61369.200000 sec): 3 clusters
  Score: Raw -618655.542901 + Penalty 2839.306834 = -615816.236066
  nChanged 329
		SP:Iteration 3F (61369.410000 sec): 3 clusters
  Score: Raw -618881.961909 + Penalty 2839.306834 = -616042.655075
  nChanged 341
		SP:Iteration 4F (61369.660000 sec): 3 clusters
  Score: Raw -619117.983670 + Penalty 2839.306834 = -616278.676835
  nChanged 337
		SP:Iteration 5F (61369.880000 sec): 3 clusters
  Score: Raw -619367.828532 + Penalty 2839.306834 = -616528.521697
  nChanged 366
		SP:Iteration 6F (61370.070000 sec): 3 clusters
  Score: Raw -619650.238521 + Penalty 2839.306834 = -616810.931686
  nChanged 355
		SP:Iteration 7F (61370.300000 sec): 3 clusters
  Score: Raw -619930.163095 + Penalty 2839.306834 = -617090.856261
  nChanged 319
		SP:Iteration 8F (61370.500000 sec): 3 clusters
  Score: Raw -620209.039139 + Penalty 2839.306834 = -617369.732305
  nChanged 287
		SP:Iteration 9Q (61370.680000 sec): 3 clusters
  Score: Raw -620447.583506 + Penalty 2839.306834 = -617608.276671
  nChanged 211
		SP:Iteration 10Q (61370.850000 sec): 3 clusters
  Score: Raw -620609.443766 + Penalty 2839.306834 = -617770.136932
  nChanged 155
		SP:Iteration 11Q (61371.080000 sec): 3 clusters
  Score: Raw -620717.046062 + Penalty 2839.306834 = -617877.739227
  nChanged 104
		SP:Iteration 12Q (61371.340000 sec): 3 clusters
  Score: Raw -620780.472933 + Penalty 2839.306834 = -617941.166099
  nChanged 58
		SP:Iteration 13Q (61371.590000 sec): 3 clusters
  Score: Raw -620815.546526 + Penalty 2839.306834 = -617976.239691
  nChanged 54
		SP:Iteration 14Q (61371.800000 sec): 3 clusters
  Score: Raw -620851.016386 + Penalty 2839.306834 = -618011.709552
  nChanged 50
		SP:Iteration 15Q (61372.080000 sec): 3 clusters
  Score: Raw -620880.982157 + Penalty 2839.306834 = -618041.675322
  nChanged 42
		SP:Iteration 16Q (61372.290000 sec): 3 clusters
  Score: Raw -620898.689986 + Penalty 2839.306834 = -618059.383152
  nChanged 26
		SP:Iteration 17Q (61372.510000 sec): 3 clusters
  Score: Raw -620910.350032 + Penalty 2839.306834 = -618071.043198
  nChanged 29
		SP:Iteration 18Q (61372.770000 sec): 3 clusters
  Score: Raw -620925.440527 + Penalty 2839.306834 = -618086.133692
  nChanged 21
		SP:Iteration 19Q (61372.990000 sec): 3 clusters
  Score: Raw -620934.119937 + Penalty 2839.306834 = -618094.813103
  nChanged 15
		SP:Iteration 20F (61373.200000 sec): 3 clusters
  Score: Raw -620940.563529 + Penalty 2839.306834 = -618101.256694
  nChanged 15
		SP:Iteration 21Q (61373.380000 sec): 3 clusters
  Score: Raw -620947.332311 + Penalty 2839.306834 = -618108.025477
  nChanged 16
		SP:Iteration 22Q (61373.580000 sec): 3 clusters
  Score: Raw -620953.617678 + Penalty 2839.306834 = -618114.310843
  nChanged 4
		SP:Iteration 23Q (61373.770000 sec): 3 clusters
  Score: Raw -620954.364600 + Penalty 2839.306834 = -618115.057765
  nChanged 1
		SP:Iteration 24Q (61373.950000 sec): 3 clusters
  Score: Raw -620954.706104 + Penalty 2839.306834 = -618115.399270
  nChanged 1
		SP:Iteration 25Q (61374.150000 sec): 3 clusters
  Score: Raw -620955.340152 + Penalty 2839.306834 = -618116.033318
  nChanged 0
		SP:Iteration 26F (61374.330000 sec): 3 clusters
  Score: Raw -620955.340152 + Penalty 2839.306834 = -618116.033318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61374.580000 sec): 2 clusters
  Score: Raw -2307303.106826 + Penalty 1630.044794 = -2305673.062032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61374.910000 sec): 3 clusters
  Score: Raw -2293620.940940 + Penalty 3260.089588 = -2290360.851352
  nChanged 10301
		SP:Iteration 1F (61375.220000 sec): 3 clusters
  Score: Raw -2299091.840516 + Penalty 3260.089588 = -2295831.750928
  nChanged 1113
		SP:Iteration 2Q (61375.520000 sec): 3 clusters
  Score: Raw -2299503.367765 + Penalty 3260.089588 = -2296243.278177
  nChanged 1162
		SP:Iteration 3F (61375.870000 sec): 3 clusters
  Score: Raw -2299970.109636 + Penalty 3260.089588 = -2296710.020048
  nChanged 1206
		SP:Iteration 4F (61376.170000 sec): 3 clusters
  Score: Raw -2300503.454817 + Penalty 3260.089588 = -2297243.365229
  nChanged 1290
		SP:Iteration 5F (61376.500000 sec): 3 clusters
  Score: Raw -2301205.951908 + Penalty 3260.089588 = -2297945.862321
  nChanged 1483
		SP:Iteration 6F (61376.790000 sec): 3 clusters
  Score: Raw -2302191.257127 + Penalty 3260.089588 = -2298931.167539
  nChanged 1545
		SP:Iteration 7F (61377.130000 sec): 3 clusters
  Score: Raw -2303379.532309 + Penalty 3260.089588 = -2300119.442721
  nChanged 1493
		SP:Iteration 8F (61377.440000 sec): 3 clusters
  Score: Raw -2304646.520860 + Penalty 3260.089588 = -2301386.431272
  nChanged 1238
		SP:Iteration 9F (61377.710000 sec): 3 clusters
  Score: Raw -2305708.781084 + Penalty 3260.089588 = -2302448.691496
  nChanged 882
		SP:Iteration 10Q (61378.060000 sec): 3 clusters
  Score: Raw -2306491.435335 + Penalty 3260.089588 = -2303231.345747
  nChanged 531
		SP:Iteration 11Q (61378.400000 sec): 3 clusters
  Score: Raw -2306947.811756 + Penalty 3260.089588 = -2303687.722168
  nChanged 307
		SP:Iteration 12Q (61378.670000 sec): 3 clusters
  Score: Raw -2307206.324730 + Penalty 3260.089588 = -2303946.235142
  nChanged 146
		SP:Iteration 13Q (61378.960000 sec): 3 clusters
  Score: Raw -2307337.248067 + Penalty 3260.089588 = -2304077.158480
  nChanged 84
		SP:Iteration 14Q (61379.290000 sec): 3 clusters
  Score: Raw -2307425.177991 + Penalty 3260.089588 = -2304165.088403
  nChanged 46
		SP:Iteration 15Q (61379.560000 sec): 3 clusters
  Score: Raw -2307469.865479 + Penalty 3260.089588 = -2304209.775891
  nChanged 33
		SP:Iteration 16Q (61379.860000 sec): 3 clusters
  Score: Raw -2307495.518592 + Penalty 3260.089588 = -2304235.429004
  nChanged 24
		SP:Iteration 17Q (61380.200000 sec): 3 clusters
  Score: Raw -2307514.984565 + Penalty 3260.089588 = -2304254.894977
  nChanged 14
		SP:Iteration 18Q (61380.460000 sec): 3 clusters
  Score: Raw -2307525.054046 + Penalty 3260.089588 = -2304264.964458
  nChanged 9
		SP:Iteration 19Q (61380.760000 sec): 3 clusters
  Score: Raw -2307530.451069 + Penalty 3260.089588 = -2304270.361481
  nChanged 6
		SP:Iteration 20F (61381.050000 sec): 3 clusters
  Score: Raw -2307536.158883 + Penalty 3260.089588 = -2304276.069295
  nChanged 5
		SP:Iteration 21Q (61381.330000 sec): 3 clusters
  Score: Raw -2307539.809846 + Penalty 3260.089588 = -2304279.720258
  nChanged 3
		SP:Iteration 22Q (61381.670000 sec): 3 clusters
  Score: Raw -2307541.661624 + Penalty 3260.089588 = -2304281.572036
  nChanged 3
		SP:Iteration 23Q (61382.010000 sec): 3 clusters
  Score: Raw -2307543.807560 + Penalty 3260.089588 = -2304283.717972
  nChanged 3
		SP:Iteration 24Q (61382.260000 sec): 3 clusters
  Score: Raw -2307546.867055 + Penalty 3260.089588 = -2304286.777467
  nChanged 9
		SP:Iteration 25Q (61382.570000 sec): 3 clusters
  Score: Raw -2307554.899879 + Penalty 3260.089588 = -2304294.810291
  nChanged 6
		SP:Iteration 26Q (61382.880000 sec): 3 clusters
  Score: Raw -2307561.326102 + Penalty 3260.089588 = -2304301.236514
  nChanged 1
		SP:Iteration 27Q (61383.220000 sec): 3 clusters
  Score: Raw -2307561.685127 + Penalty 3260.089588 = -2304301.595539
  nChanged 0
		SP:Iteration 28F (61383.510000 sec): 3 clusters
  Score: Raw -2307561.685127 + Penalty 3260.089588 = -2304301.595539
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61383.640000 sec): 2 clusters
  Score: Raw -354301.001162 + Penalty 1340.258382 = -352960.742780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61383.830000 sec): 3 clusters
  Score: Raw -352493.091900 + Penalty 2680.516763 = -349812.575137
  nChanged 1521
		SP:Iteration 1F (61384.000000 sec): 3 clusters
  Score: Raw -353612.044388 + Penalty 2680.516763 = -350931.527624
  nChanged 378
		SP:Iteration 2F (61384.200000 sec): 3 clusters
  Score: Raw -353910.815529 + Penalty 2680.516763 = -351230.298765
  nChanged 258
		SP:Iteration 3F (61384.400000 sec): 3 clusters
  Score: Raw -354114.819001 + Penalty 2680.516763 = -351434.302237
  nChanged 206
		SP:Iteration 4F (61384.660000 sec): 3 clusters
  Score: Raw -354273.484447 + Penalty 2680.516763 = -351592.967683
  nChanged 182
		SP:Iteration 5Q (61384.840000 sec): 3 clusters
  Score: Raw -354412.830697 + Penalty 2680.516763 = -351732.313933
  nChanged 148
		SP:Iteration 6Q (61385.070000 sec): 3 clusters
  Score: Raw -354512.497825 + Penalty 2680.516763 = -351831.981062
  nChanged 109
		SP:Iteration 7Q (61385.210000 sec): 3 clusters
  Score: Raw -354578.619164 + Penalty 2680.516763 = -351898.102400
  nChanged 81
		SP:Iteration 8Q (61385.430000 sec): 3 clusters
  Score: Raw -354627.017047 + Penalty 2680.516763 = -351946.500284
  nChanged 75
		SP:Iteration 9Q (61385.570000 sec): 3 clusters
  Score: Raw -354668.195523 + Penalty 2680.516763 = -351987.678760
  nChanged 39
		SP:Iteration 10Q (61385.760000 sec): 3 clusters
  Score: Raw -354686.339953 + Penalty 2680.516763 = -352005.823190
  nChanged 47
		SP:Iteration 11Q (61385.950000 sec): 3 clusters
  Score: Raw -354706.806097 + Penalty 2680.516763 = -352026.289334
  nChanged 44
		SP:Iteration 12Q (61386.110000 sec): 3 clusters
  Score: Raw -354734.267012 + Penalty 2680.516763 = -352053.750249
  nChanged 42
		SP:Iteration 13Q (61386.340000 sec): 3 clusters
  Score: Raw -354756.097173 + Penalty 2680.516763 = -352075.580410
  nChanged 36
		SP:Iteration 14Q (61386.530000 sec): 3 clusters
  Score: Raw -354780.851356 + Penalty 2680.516763 = -352100.334592
  nChanged 32
		SP:Iteration 15Q (61386.730000 sec): 3 clusters
  Score: Raw -354804.811663 + Penalty 2680.516763 = -352124.294900
  nChanged 37
		SP:Iteration 16Q (61386.890000 sec): 3 clusters
  Score: Raw -354832.525059 + Penalty 2680.516763 = -352152.008296
  nChanged 37
		SP:Iteration 17Q (61387.050000 sec): 3 clusters
  Score: Raw -354850.582548 + Penalty 2680.516763 = -352170.065785
  nChanged 29
		SP:Iteration 18Q (61387.190000 sec): 3 clusters
  Score: Raw -354862.678880 + Penalty 2680.516763 = -352182.162117
  nChanged 23
		SP:Iteration 19Q (61387.380000 sec): 3 clusters
  Score: Raw -354876.252997 + Penalty 2680.516763 = -352195.736234
  nChanged 23
		SP:Iteration 20F (61387.580000 sec): 3 clusters
  Score: Raw -354892.858043 + Penalty 2680.516763 = -352212.341280
  nChanged 18
		SP:Iteration 21Q (61387.730000 sec): 3 clusters
  Score: Raw -354905.219248 + Penalty 2680.516763 = -352224.702485
  nChanged 18
		SP:Iteration 22Q (61387.870000 sec): 3 clusters
  Score: Raw -354913.770596 + Penalty 2680.516763 = -352233.253833
  nChanged 16
		SP:Iteration 23Q (61388.050000 sec): 3 clusters
  Score: Raw -354921.851608 + Penalty 2680.516763 = -352241.334845
  nChanged 18
		SP:Iteration 24Q (61388.200000 sec): 3 clusters
  Score: Raw -354929.860532 + Penalty 2680.516763 = -352249.343769
  nChanged 13
		SP:Iteration 25Q (61388.340000 sec): 3 clusters
  Score: Raw -354937.403866 + Penalty 2680.516763 = -352256.887102
  nChanged 15
		SP:Iteration 26Q (61388.540000 sec): 3 clusters
  Score: Raw -354950.763806 + Penalty 2680.516763 = -352270.247043
  nChanged 22
		SP:Iteration 27Q (61388.700000 sec): 3 clusters
  Score: Raw -354962.701421 + Penalty 2680.516763 = -352282.184657
  nChanged 13
		SP:Iteration 28Q (61388.850000 sec): 3 clusters
  Score: Raw -354967.594395 + Penalty 2680.516763 = -352287.077632
  nChanged 9
		SP:Iteration 29Q (61389.060000 sec): 3 clusters
  Score: Raw -354972.249915 + Penalty 2680.516763 = -352291.733151
  nChanged 7
		SP:Iteration 30Q (61389.220000 sec): 3 clusters
  Score: Raw -354975.755250 + Penalty 2680.516763 = -352295.238486
  nChanged 13
		SP:Iteration 31Q (61389.400000 sec): 3 clusters
  Score: Raw -354984.329082 + Penalty 2680.516763 = -352303.812318
  nChanged 18
		SP:Iteration 32Q (61389.560000 sec): 3 clusters
  Score: Raw -354997.099640 + Penalty 2680.516763 = -352316.582877
  nChanged 18
		SP:Iteration 33Q (61389.730000 sec): 3 clusters
  Score: Raw -355006.390998 + Penalty 2680.516763 = -352325.874234
  nChanged 13
		SP:Iteration 34Q (61389.910000 sec): 3 clusters
  Score: Raw -355010.736719 + Penalty 2680.516763 = -352330.219956
  nChanged 4
		SP:Iteration 35Q (61390.090000 sec): 3 clusters
  Score: Raw -355012.053004 + Penalty 2680.516763 = -352331.536241
  nChanged 1
		SP:Iteration 36Q (61390.280000 sec): 3 clusters
  Score: Raw -355012.275651 + Penalty 2680.516763 = -352331.758887
  nChanged 1
		SP:Iteration 37Q (61390.490000 sec): 3 clusters
  Score: Raw -355012.634375 + Penalty 2680.516763 = -352332.117612
  nChanged 0
		SP:Iteration 38F (61390.680000 sec): 3 clusters
  Score: Raw -355012.634375 + Penalty 2680.516763 = -352332.117612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61390.790000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61390.910000 sec): 3 clusters
  Score: Raw -13993.524265 + Penalty 1598.993801 = -12394.530464
  nChanged 10
		SP:Iteration 1F (61391.070000 sec): 3 clusters
  Score: Raw -14036.149923 + Penalty 1598.993801 = -12437.156122
  nChanged 4
		SP:Iteration 2Q (61391.270000 sec): 3 clusters
  Score: Raw -14063.339806 + Penalty 1598.993801 = -12464.346005
  nChanged 1
		SP:Iteration 3Q (61391.480000 sec): 3 clusters
  Score: Raw -14066.115182 + Penalty 1598.993801 = -12467.121381
  nChanged 0
		SP:Iteration 4F (61391.680000 sec): 3 clusters
  Score: Raw -14066.115182 + Penalty 1598.993801 = -12467.121381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61391.790000 sec): 2 clusters
  Score: Raw -468358.599258 + Penalty 1369.999063 = -466988.600195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61392.010000 sec): 3 clusters
  Score: Raw -465980.315548 + Penalty 2739.998126 = -463240.317423
  nChanged 1875
		SP:Iteration 1F (61392.270000 sec): 3 clusters
  Score: Raw -466996.330869 + Penalty 2739.998126 = -464256.332744
  nChanged 333
		SP:Iteration 2F (61392.470000 sec): 3 clusters
  Score: Raw -467174.253133 + Penalty 2739.998126 = -464434.255008
  nChanged 238
		SP:Iteration 3F (61392.670000 sec): 3 clusters
  Score: Raw -467282.613304 + Penalty 2739.998126 = -464542.615178
  nChanged 178
		SP:Iteration 4Q (61392.870000 sec): 3 clusters
  Score: Raw -467368.347313 + Penalty 2739.998126 = -464628.349187
  nChanged 151
		SP:Iteration 5Q (61393.040000 sec): 3 clusters
  Score: Raw -467435.747939 + Penalty 2739.998126 = -464695.749813
  nChanged 129
		SP:Iteration 6Q (61393.210000 sec): 3 clusters
  Score: Raw -467489.253325 + Penalty 2739.998126 = -464749.255200
  nChanged 113
		SP:Iteration 7Q (61393.370000 sec): 3 clusters
  Score: Raw -467537.634847 + Penalty 2739.998126 = -464797.636722
  nChanged 110
		SP:Iteration 8Q (61393.580000 sec): 3 clusters
  Score: Raw -467587.091253 + Penalty 2739.998126 = -464847.093127
  nChanged 106
		SP:Iteration 9Q (61393.800000 sec): 3 clusters
  Score: Raw -467633.636430 + Penalty 2739.998126 = -464893.638304
  nChanged 106
		SP:Iteration 10Q (61394.010000 sec): 3 clusters
  Score: Raw -467679.850361 + Penalty 2739.998126 = -464939.852236
  nChanged 101
		SP:Iteration 11Q (61394.220000 sec): 3 clusters
  Score: Raw -467718.280075 + Penalty 2739.998126 = -464978.281949
  nChanged 91
		SP:Iteration 12Q (61394.390000 sec): 3 clusters
  Score: Raw -467753.733245 + Penalty 2739.998126 = -465013.735119
  nChanged 82
		SP:Iteration 13Q (61394.570000 sec): 3 clusters
  Score: Raw -467789.250418 + Penalty 2739.998126 = -465049.252293
  nChanged 70
		SP:Iteration 14Q (61394.790000 sec): 3 clusters
  Score: Raw -467814.712579 + Penalty 2739.998126 = -465074.714454
  nChanged 62
		SP:Iteration 15Q (61394.970000 sec): 3 clusters
  Score: Raw -467840.165238 + Penalty 2739.998126 = -465100.167112
  nChanged 65
		SP:Iteration 16Q (61395.130000 sec): 3 clusters
  Score: Raw -467870.075347 + Penalty 2739.998126 = -465130.077222
  nChanged 72
		SP:Iteration 17Q (61395.360000 sec): 3 clusters
  Score: Raw -467902.443261 + Penalty 2739.998126 = -465162.445135
  nChanged 67
		SP:Iteration 18Q (61395.520000 sec): 3 clusters
  Score: Raw -467933.242035 + Penalty 2739.998126 = -465193.243909
  nChanged 69
		SP:Iteration 19Q (61395.700000 sec): 3 clusters
  Score: Raw -467961.262079 + Penalty 2739.998126 = -465221.263953
  nChanged 77
		SP:Iteration 20F (61395.850000 sec): 3 clusters
  Score: Raw -467986.300328 + Penalty 2739.998126 = -465246.302202
  nChanged 42
		SP:Iteration 21Q (61396.030000 sec): 3 clusters
  Score: Raw -468000.944746 + Penalty 2739.998126 = -465260.946620
  nChanged 50
		SP:Iteration 22Q (61396.250000 sec): 3 clusters
  Score: Raw -468020.409050 + Penalty 2739.998126 = -465280.410924
  nChanged 56
		SP:Iteration 23Q (61396.510000 sec): 3 clusters
  Score: Raw -468044.108723 + Penalty 2739.998126 = -465304.110597
  nChanged 50
		SP:Iteration 24Q (61396.690000 sec): 3 clusters
  Score: Raw -468061.037923 + Penalty 2739.998126 = -465321.039797
  nChanged 39
		SP:Iteration 25Q (61396.880000 sec): 3 clusters
  Score: Raw -468073.929745 + Penalty 2739.998126 = -465333.931619
  nChanged 39
		SP:Iteration 26Q (61397.050000 sec): 3 clusters
  Score: Raw -468089.034049 + Penalty 2739.998126 = -465349.035924
  nChanged 41
		SP:Iteration 27Q (61397.210000 sec): 3 clusters
  Score: Raw -468104.963888 + Penalty 2739.998126 = -465364.965762
  nChanged 29
		SP:Iteration 28Q (61397.400000 sec): 3 clusters
  Score: Raw -468115.034597 + Penalty 2739.998126 = -465375.036471
  nChanged 26
		SP:Iteration 29Q (61397.550000 sec): 3 clusters
  Score: Raw -468123.180055 + Penalty 2739.998126 = -465383.181930
  nChanged 26
		SP:Iteration 30Q (61397.730000 sec): 3 clusters
  Score: Raw -468132.047918 + Penalty 2739.998126 = -465392.049792
  nChanged 27
		SP:Iteration 31Q (61397.960000 sec): 3 clusters
  Score: Raw -468142.317274 + Penalty 2739.998126 = -465402.319148
  nChanged 31
		SP:Iteration 32Q (61398.110000 sec): 3 clusters
  Score: Raw -468152.647003 + Penalty 2739.998126 = -465412.648877
  nChanged 28
		SP:Iteration 33Q (61398.320000 sec): 3 clusters
  Score: Raw -468161.521487 + Penalty 2739.998126 = -465421.523362
  nChanged 32
		SP:Iteration 34Q (61398.500000 sec): 3 clusters
  Score: Raw -468171.039651 + Penalty 2739.998126 = -465431.041526
  nChanged 22
		SP:Iteration 35Q (61398.700000 sec): 3 clusters
  Score: Raw -468176.923254 + Penalty 2739.998126 = -465436.925128
  nChanged 16
		SP:Iteration 36Q (61398.890000 sec): 3 clusters
  Score: Raw -468180.903874 + Penalty 2739.998126 = -465440.905748
  nChanged 14
		SP:Iteration 37Q (61399.080000 sec): 3 clusters
  Score: Raw -468184.292075 + Penalty 2739.998126 = -465444.293949
  nChanged 16
		SP:Iteration 38Q (61399.260000 sec): 3 clusters
  Score: Raw -468188.313881 + Penalty 2739.998126 = -465448.315756
  nChanged 15
		SP:Iteration 39Q (61399.450000 sec): 3 clusters
  Score: Raw -468193.995643 + Penalty 2739.998126 = -465453.997517
  nChanged 16
		SP:Iteration 40F (61399.690000 sec): 3 clusters
  Score: Raw -468198.943171 + Penalty 2739.998126 = -465458.945045
  nChanged 17
		SP:Iteration 41Q (61399.880000 sec): 3 clusters
  Score: Raw -468203.077133 + Penalty 2739.998126 = -465463.079007
  nChanged 21
		SP:Iteration 42Q (61400.030000 sec): 3 clusters
  Score: Raw -468208.757817 + Penalty 2739.998126 = -465468.759691
  nChanged 23
		SP:Iteration 43Q (61400.170000 sec): 3 clusters
  Score: Raw -468218.893573 + Penalty 2739.998126 = -465478.895447
  nChanged 29
		SP:Iteration 44Q (61400.310000 sec): 3 clusters
  Score: Raw -468230.542729 + Penalty 2739.998126 = -465490.544604
  nChanged 28
		SP:Iteration 45Q (61400.490000 sec): 3 clusters
  Score: Raw -468240.078312 + Penalty 2739.998126 = -465500.080186
  nChanged 25
		SP:Iteration 46Q (61400.670000 sec): 3 clusters
  Score: Raw -468249.943051 + Penalty 2739.998126 = -465509.944925
  nChanged 46
		SP:Iteration 47Q (61400.910000 sec): 3 clusters
  Score: Raw -468266.900295 + Penalty 2739.998126 = -465526.902170
  nChanged 45
		SP:Iteration 48Q (61401.100000 sec): 3 clusters
  Score: Raw -468284.400797 + Penalty 2739.998126 = -465544.402671
  nChanged 35
		SP:Iteration 49Q (61401.310000 sec): 3 clusters
  Score: Raw -468293.576099 + Penalty 2739.998126 = -465553.577973
  nChanged 25
		SP:Iteration 50Q (61401.500000 sec): 3 clusters
  Score: Raw -468299.181360 + Penalty 2739.998126 = -465559.183234
  nChanged 20
		SP:Iteration 51Q (61401.630000 sec): 3 clusters
  Score: Raw -468306.226752 + Penalty 2739.998126 = -465566.228626
  nChanged 24
		SP:Iteration 52Q (61401.850000 sec): 3 clusters
  Score: Raw -468314.551958 + Penalty 2739.998126 = -465574.553833
  nChanged 25
		SP:Iteration 53Q (61402.080000 sec): 3 clusters
  Score: Raw -468322.070099 + Penalty 2739.998126 = -465582.071973
  nChanged 21
		SP:Iteration 54Q (61402.240000 sec): 3 clusters
  Score: Raw -468330.274030 + Penalty 2739.998126 = -465590.275905
  nChanged 29
		SP:Iteration 55Q (61402.420000 sec): 3 clusters
  Score: Raw -468342.537635 + Penalty 2739.998126 = -465602.539510
  nChanged 33
		SP:Iteration 56Q (61402.610000 sec): 3 clusters
  Score: Raw -468357.535345 + Penalty 2739.998126 = -465617.537219
  nChanged 43
		SP:Iteration 57Q (61402.830000 sec): 3 clusters
  Score: Raw -468378.204512 + Penalty 2739.998126 = -465638.206387
  nChanged 39
		SP:Iteration 58Q (61402.990000 sec): 3 clusters
  Score: Raw -468398.539807 + Penalty 2739.998126 = -465658.541682
  nChanged 35
		SP:Iteration 59Q (61403.230000 sec): 3 clusters
  Score: Raw -468413.345741 + Penalty 2739.998126 = -465673.347615
  nChanged 43
		SP:Iteration 60F (61403.420000 sec): 3 clusters
  Score: Raw -468433.500769 + Penalty 2739.998126 = -465693.502643
  nChanged 34
		SP:Iteration 61Q (61403.680000 sec): 3 clusters
  Score: Raw -468445.200984 + Penalty 2739.998126 = -465705.202858
  nChanged 32
		SP:Iteration 62Q (61403.890000 sec): 3 clusters
  Score: Raw -468458.461639 + Penalty 2739.998126 = -465718.463513
  nChanged 36
		SP:Iteration 63Q (61404.090000 sec): 3 clusters
  Score: Raw -468474.561075 + Penalty 2739.998126 = -465734.562950
  nChanged 39
		SP:Iteration 64Q (61404.270000 sec): 3 clusters
  Score: Raw -468491.418281 + Penalty 2739.998126 = -465751.420156
  nChanged 35
		SP:Iteration 65Q (61404.430000 sec): 3 clusters
  Score: Raw -468504.402209 + Penalty 2739.998126 = -465764.404084
  nChanged 27
		SP:Iteration 66Q (61404.580000 sec): 3 clusters
  Score: Raw -468515.040289 + Penalty 2739.998126 = -465775.042163
  nChanged 26
		SP:Iteration 67Q (61404.780000 sec): 3 clusters
  Score: Raw -468524.505717 + Penalty 2739.998126 = -465784.507591
  nChanged 20
		SP:Iteration 68Q (61404.930000 sec): 3 clusters
  Score: Raw -468532.619348 + Penalty 2739.998126 = -465792.621222
  nChanged 25
		SP:Iteration 69Q (61405.140000 sec): 3 clusters
  Score: Raw -468541.717560 + Penalty 2739.998126 = -465801.719434
  nChanged 20
		SP:Iteration 70Q (61405.390000 sec): 3 clusters
  Score: Raw -468551.423266 + Penalty 2739.998126 = -465811.425140
  nChanged 15
		SP:Iteration 71Q (61405.600000 sec): 3 clusters
  Score: Raw -468556.553690 + Penalty 2739.998126 = -465816.555564
  nChanged 14
		SP:Iteration 72Q (61405.760000 sec): 3 clusters
  Score: Raw -468561.341791 + Penalty 2739.998126 = -465821.343665
  nChanged 12
		SP:Iteration 73Q (61405.930000 sec): 3 clusters
  Score: Raw -468565.155055 + Penalty 2739.998126 = -465825.156929
  nChanged 7
		SP:Iteration 74Q (61406.080000 sec): 3 clusters
  Score: Raw -468566.706386 + Penalty 2739.998126 = -465826.708260
  nChanged 6
		SP:Iteration 75Q (61406.240000 sec): 3 clusters
  Score: Raw -468568.416721 + Penalty 2739.998126 = -465828.418595
  nChanged 7
		SP:Iteration 76Q (61406.480000 sec): 3 clusters
  Score: Raw -468571.303835 + Penalty 2739.998126 = -465831.305710
  nChanged 6
		SP:Iteration 77Q (61406.610000 sec): 3 clusters
  Score: Raw -468572.834403 + Penalty 2739.998126 = -465832.836277
  nChanged 7
		SP:Iteration 78Q (61406.780000 sec): 3 clusters
  Score: Raw -468574.951683 + Penalty 2739.998126 = -465834.953557
  nChanged 6
		SP:Iteration 79Q (61406.970000 sec): 3 clusters
  Score: Raw -468576.213502 + Penalty 2739.998126 = -465836.215376
  nChanged 0
		SP:Iteration 80F (61407.110000 sec): 3 clusters
  Score: Raw -468576.213502 + Penalty 2739.998126 = -465836.215376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61407.230000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61407.430000 sec): 3 clusters
  Score: Raw -481890.180363 + Penalty 2725.876488 = -479164.303875
  nChanged 1748
		SP:Iteration 1F (61407.620000 sec): 3 clusters
  Score: Raw -482860.977238 + Penalty 2725.876488 = -480135.100751
  nChanged 318
		SP:Iteration 2F (61407.800000 sec): 3 clusters
  Score: Raw -483022.915806 + Penalty 2725.876488 = -480297.039318
  nChanged 236
		SP:Iteration 3F (61407.960000 sec): 3 clusters
  Score: Raw -483160.402664 + Penalty 2725.876488 = -480434.526176
  nChanged 217
		SP:Iteration 4Q (61408.130000 sec): 3 clusters
  Score: Raw -483297.356654 + Penalty 2725.876488 = -480571.480166
  nChanged 213
		SP:Iteration 5Q (61408.300000 sec): 3 clusters
  Score: Raw -483433.093073 + Penalty 2725.876488 = -480707.216585
  nChanged 197
		SP:Iteration 6Q (61408.500000 sec): 3 clusters
  Score: Raw -483561.363365 + Penalty 2725.876488 = -480835.486877
  nChanged 165
		SP:Iteration 7Q (61408.720000 sec): 3 clusters
  Score: Raw -483664.237113 + Penalty 2725.876488 = -480938.360625
  nChanged 139
		SP:Iteration 8Q (61408.940000 sec): 3 clusters
  Score: Raw -483759.782666 + Penalty 2725.876488 = -481033.906179
  nChanged 124
		SP:Iteration 9Q (61409.150000 sec): 3 clusters
  Score: Raw -483833.553197 + Penalty 2725.876488 = -481107.676709
  nChanged 93
		SP:Iteration 10Q (61409.370000 sec): 3 clusters
  Score: Raw -483886.901810 + Penalty 2725.876488 = -481161.025322
  nChanged 83
		SP:Iteration 11Q (61409.520000 sec): 3 clusters
  Score: Raw -483937.997312 + Penalty 2725.876488 = -481212.120824
  nChanged 80
		SP:Iteration 12Q (61409.700000 sec): 3 clusters
  Score: Raw -483990.887262 + Penalty 2725.876488 = -481265.010774
  nChanged 83
		SP:Iteration 13Q (61409.870000 sec): 3 clusters
  Score: Raw -484055.394340 + Penalty 2725.876488 = -481329.517852
  nChanged 67
		SP:Iteration 14Q (61410.030000 sec): 3 clusters
  Score: Raw -484098.423573 + Penalty 2725.876488 = -481372.547085
  nChanged 58
		SP:Iteration 15Q (61410.250000 sec): 3 clusters
  Score: Raw -484134.962703 + Penalty 2725.876488 = -481409.086215
  nChanged 51
		SP:Iteration 16Q (61410.460000 sec): 3 clusters
  Score: Raw -484172.887154 + Penalty 2725.876488 = -481447.010666
  nChanged 43
		SP:Iteration 17Q (61410.630000 sec): 3 clusters
  Score: Raw -484202.698699 + Penalty 2725.876488 = -481476.822211
  nChanged 37
		SP:Iteration 18Q (61410.830000 sec): 3 clusters
  Score: Raw -484221.559602 + Penalty 2725.876488 = -481495.683114
  nChanged 27
		SP:Iteration 19Q (61411.030000 sec): 3 clusters
  Score: Raw -484243.156920 + Penalty 2725.876488 = -481517.280432
  nChanged 30
		SP:Iteration 20F (61411.250000 sec): 3 clusters
  Score: Raw -484261.278366 + Penalty 2725.876488 = -481535.401878
  nChanged 24
		SP:Iteration 21Q (61411.470000 sec): 3 clusters
  Score: Raw -484279.552540 + Penalty 2725.876488 = -481553.676052
  nChanged 25
		SP:Iteration 22Q (61411.620000 sec): 3 clusters
  Score: Raw -484296.304350 + Penalty 2725.876488 = -481570.427862
  nChanged 17
		SP:Iteration 23Q (61411.820000 sec): 3 clusters
  Score: Raw -484308.120987 + Penalty 2725.876488 = -481582.244499
  nChanged 12
		SP:Iteration 24Q (61412.000000 sec): 3 clusters
  Score: Raw -484314.667824 + Penalty 2725.876488 = -481588.791336
  nChanged 16
		SP:Iteration 25Q (61412.190000 sec): 3 clusters
  Score: Raw -484324.238541 + Penalty 2725.876488 = -481598.362053
  nChanged 13
		SP:Iteration 26Q (61412.320000 sec): 3 clusters
  Score: Raw -484331.741664 + Penalty 2725.876488 = -481605.865177
  nChanged 9
		SP:Iteration 27Q (61412.450000 sec): 3 clusters
  Score: Raw -484338.354826 + Penalty 2725.876488 = -481612.478338
  nChanged 6
		SP:Iteration 28Q (61412.640000 sec): 3 clusters
  Score: Raw -484340.988209 + Penalty 2725.876488 = -481615.111721
  nChanged 0
		SP:Iteration 29F (61412.810000 sec): 3 clusters
  Score: Raw -484340.988209 + Penalty 2725.876488 = -481615.111721
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61412.980000 sec): 2 clusters
  Score: Raw -857031.833027 + Penalty 1465.872278 = -855565.960749
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61413.210000 sec): 3 clusters
  Score: Raw -852507.859145 + Penalty 2931.744556 = -849576.114589
  nChanged 3409
		SP:Iteration 1F (61413.440000 sec): 3 clusters
  Score: Raw -854320.233099 + Penalty 2931.744556 = -851388.488544
  nChanged 566
		SP:Iteration 2F (61413.650000 sec): 3 clusters
  Score: Raw -854632.237701 + Penalty 2931.744556 = -851700.493145
  nChanged 510
		SP:Iteration 3F (61413.930000 sec): 3 clusters
  Score: Raw -854934.079620 + Penalty 2931.744556 = -852002.335064
  nChanged 477
		SP:Iteration 4F (61414.170000 sec): 3 clusters
  Score: Raw -855275.924333 + Penalty 2931.744556 = -852344.179777
  nChanged 526
		SP:Iteration 5F (61414.440000 sec): 3 clusters
  Score: Raw -855693.335277 + Penalty 2931.744556 = -852761.590721
  nChanged 536
		SP:Iteration 6F (61414.700000 sec): 3 clusters
  Score: Raw -856128.596699 + Penalty 2931.744556 = -853196.852143
  nChanged 490
		SP:Iteration 7F (61415.010000 sec): 3 clusters
  Score: Raw -856516.235034 + Penalty 2931.744556 = -853584.490478
  nChanged 409
		SP:Iteration 8Q (61415.230000 sec): 3 clusters
  Score: Raw -856849.746264 + Penalty 2931.744556 = -853918.001708
  nChanged 323
		SP:Iteration 9Q (61415.510000 sec): 3 clusters
  Score: Raw -857124.502930 + Penalty 2931.744556 = -854192.758374
  nChanged 260
		SP:Iteration 10Q (61415.760000 sec): 3 clusters
  Score: Raw -857338.210551 + Penalty 2931.744556 = -854406.465995
  nChanged 182
		SP:Iteration 11Q (61415.920000 sec): 3 clusters
  Score: Raw -857472.548546 + Penalty 2931.744556 = -854540.803990
  nChanged 163
		SP:Iteration 12Q (61416.130000 sec): 3 clusters
  Score: Raw -857575.929390 + Penalty 2931.744556 = -854644.184835
  nChanged 105
		SP:Iteration 13Q (61416.360000 sec): 3 clusters
  Score: Raw -857633.133096 + Penalty 2931.744556 = -854701.388541
  nChanged 94
		SP:Iteration 14Q (61416.540000 sec): 3 clusters
  Score: Raw -857672.700205 + Penalty 2931.744556 = -854740.955649
  nChanged 65
		SP:Iteration 15Q (61416.820000 sec): 3 clusters
  Score: Raw -857707.953495 + Penalty 2931.744556 = -854776.208939
  nChanged 55
		SP:Iteration 16Q (61417.000000 sec): 3 clusters
  Score: Raw -857734.747560 + Penalty 2931.744556 = -854803.003004
  nChanged 41
		SP:Iteration 17Q (61417.200000 sec): 3 clusters
  Score: Raw -857748.478661 + Penalty 2931.744556 = -854816.734105
  nChanged 35
		SP:Iteration 18Q (61417.370000 sec): 3 clusters
  Score: Raw -857757.741530 + Penalty 2931.744556 = -854825.996975
  nChanged 21
		SP:Iteration 19Q (61417.570000 sec): 3 clusters
  Score: Raw -857763.041124 + Penalty 2931.744556 = -854831.296569
  nChanged 19
		SP:Iteration 20F (61417.770000 sec): 3 clusters
  Score: Raw -857767.542186 + Penalty 2931.744556 = -854835.797630
  nChanged 14
		SP:Iteration 21Q (61418.030000 sec): 3 clusters
  Score: Raw -857770.730095 + Penalty 2931.744556 = -854838.985539
  nChanged 12
		SP:Iteration 22Q (61418.220000 sec): 3 clusters
  Score: Raw -857774.034868 + Penalty 2931.744556 = -854842.290312
  nChanged 11
		SP:Iteration 23Q (61418.510000 sec): 3 clusters
  Score: Raw -857777.051472 + Penalty 2931.744556 = -854845.306917
  nChanged 12
		SP:Iteration 24Q (61418.720000 sec): 3 clusters
  Score: Raw -857779.610840 + Penalty 2931.744556 = -854847.866284
  nChanged 9
		SP:Iteration 25Q (61418.900000 sec): 3 clusters
  Score: Raw -857780.932762 + Penalty 2931.744556 = -854849.188206
  nChanged 5
		SP:Iteration 26Q (61419.140000 sec): 3 clusters
  Score: Raw -857782.009380 + Penalty 2931.744556 = -854850.264824
  nChanged 3
		SP:Iteration 27Q (61419.370000 sec): 3 clusters
  Score: Raw -857782.347535 + Penalty 2931.744556 = -854850.602980
  nChanged 1
		SP:Iteration 28Q (61419.590000 sec): 3 clusters
  Score: Raw -857782.420674 + Penalty 2931.744556 = -854850.676118
  nChanged 0
		SP:Iteration 29F (61419.840000 sec): 3 clusters
  Score: Raw -857782.420674 + Penalty 2931.744556 = -854850.676118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61419.970000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61420.150000 sec): 3 clusters
  Score: Raw -767305.493431 + Penalty 2889.383429 = -764416.110001
  nChanged 3040
		SP:Iteration 1F (61420.370000 sec): 3 clusters
  Score: Raw -769007.561769 + Penalty 2889.383429 = -766118.178340
  nChanged 490
		SP:Iteration 2F (61420.600000 sec): 3 clusters
  Score: Raw -769259.471761 + Penalty 2889.383429 = -766370.088332
  nChanged 460
		SP:Iteration 3F (61420.830000 sec): 3 clusters
  Score: Raw -769532.972247 + Penalty 2889.383429 = -766643.588818
  nChanged 435
		SP:Iteration 4F (61421.050000 sec): 3 clusters
  Score: Raw -769827.275533 + Penalty 2889.383429 = -766937.892104
  nChanged 456
		SP:Iteration 5F (61421.250000 sec): 3 clusters
  Score: Raw -770155.467587 + Penalty 2889.383429 = -767266.084157
  nChanged 426
		SP:Iteration 6F (61421.430000 sec): 3 clusters
  Score: Raw -770428.462677 + Penalty 2889.383429 = -767539.079248
  nChanged 330
		SP:Iteration 7Q (61421.610000 sec): 3 clusters
  Score: Raw -770634.023941 + Penalty 2889.383429 = -767744.640511
  nChanged 279
		SP:Iteration 8Q (61421.840000 sec): 3 clusters
  Score: Raw -770789.798855 + Penalty 2889.383429 = -767900.415426
  nChanged 219
		SP:Iteration 9Q (61422.040000 sec): 3 clusters
  Score: Raw -770908.981771 + Penalty 2889.383429 = -768019.598341
  nChanged 183
		SP:Iteration 10Q (61422.200000 sec): 3 clusters
  Score: Raw -771011.272130 + Penalty 2889.383429 = -768121.888700
  nChanged 153
		SP:Iteration 11Q (61422.450000 sec): 3 clusters
  Score: Raw -771090.517871 + Penalty 2889.383429 = -768201.134441
  nChanged 124
		SP:Iteration 12Q (61422.670000 sec): 3 clusters
  Score: Raw -771142.540778 + Penalty 2889.383429 = -768253.157349
  nChanged 79
		SP:Iteration 13Q (61422.930000 sec): 3 clusters
  Score: Raw -771171.754424 + Penalty 2889.383429 = -768282.370995
  nChanged 59
		SP:Iteration 14Q (61423.140000 sec): 3 clusters
  Score: Raw -771190.977766 + Penalty 2889.383429 = -768301.594337
  nChanged 53
		SP:Iteration 15Q (61423.440000 sec): 3 clusters
  Score: Raw -771207.158941 + Penalty 2889.383429 = -768317.775512
  nChanged 40
		SP:Iteration 16Q (61423.630000 sec): 3 clusters
  Score: Raw -771218.124314 + Penalty 2889.383429 = -768328.740884
  nChanged 30
		SP:Iteration 17Q (61423.810000 sec): 3 clusters
  Score: Raw -771228.427796 + Penalty 2889.383429 = -768339.044366
  nChanged 29
		SP:Iteration 18Q (61424.030000 sec): 3 clusters
  Score: Raw -771238.794676 + Penalty 2889.383429 = -768349.411247
  nChanged 28
		SP:Iteration 19Q (61424.190000 sec): 3 clusters
  Score: Raw -771245.645535 + Penalty 2889.383429 = -768356.262106
  nChanged 29
		SP:Iteration 20F (61424.430000 sec): 3 clusters
  Score: Raw -771252.075922 + Penalty 2889.383429 = -768362.692493
  nChanged 25
		SP:Iteration 21Q (61424.650000 sec): 3 clusters
  Score: Raw -771258.369760 + Penalty 2889.383429 = -768368.986330
  nChanged 19
		SP:Iteration 22Q (61424.830000 sec): 3 clusters
  Score: Raw -771262.574371 + Penalty 2889.383429 = -768373.190941
  nChanged 11
		SP:Iteration 23Q (61425.050000 sec): 3 clusters
  Score: Raw -771265.132242 + Penalty 2889.383429 = -768375.748813
  nChanged 12
		SP:Iteration 24Q (61425.270000 sec): 3 clusters
  Score: Raw -771268.212989 + Penalty 2889.383429 = -768378.829559
  nChanged 6
		SP:Iteration 25Q (61425.490000 sec): 3 clusters
  Score: Raw -771270.123483 + Penalty 2889.383429 = -768380.740053
  nChanged 5
		SP:Iteration 26Q (61425.700000 sec): 3 clusters
  Score: Raw -771271.301315 + Penalty 2889.383429 = -768381.917886
  nChanged 4
		SP:Iteration 27Q (61425.910000 sec): 3 clusters
  Score: Raw -771272.230353 + Penalty 2889.383429 = -768382.846924
  nChanged 3
		SP:Iteration 28Q (61426.090000 sec): 3 clusters
  Score: Raw -771272.633288 + Penalty 2889.383429 = -768383.249859
  nChanged 0
		SP:Iteration 29F (61426.260000 sec): 3 clusters
  Score: Raw -771272.633288 + Penalty 2889.383429 = -768383.249859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61426.430000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61426.580000 sec): 3 clusters
  Score: Raw -233853.368245 + Penalty 2522.428734 = -231330.939511
  nChanged 896
		SP:Iteration 1F (61426.760000 sec): 3 clusters
  Score: Raw -234381.523047 + Penalty 2522.428734 = -231859.094313
  nChanged 174
		SP:Iteration 2F (61426.950000 sec): 3 clusters
  Score: Raw -234522.590734 + Penalty 2522.428734 = -232000.162000
  nChanged 133
		SP:Iteration 3F (61427.150000 sec): 3 clusters
  Score: Raw -234615.677484 + Penalty 2522.428734 = -232093.248750
  nChanged 92
		SP:Iteration 4Q (61427.350000 sec): 3 clusters
  Score: Raw -234690.987898 + Penalty 2522.428734 = -232168.559164
  nChanged 80
		SP:Iteration 5Q (61427.580000 sec): 3 clusters
  Score: Raw -234750.170488 + Penalty 2522.428734 = -232227.741754
  nChanged 83
		SP:Iteration 6Q (61427.780000 sec): 3 clusters
  Score: Raw -234820.248214 + Penalty 2522.428734 = -232297.819481
  nChanged 82
		SP:Iteration 7Q (61428.000000 sec): 3 clusters
  Score: Raw -234895.707811 + Penalty 2522.428734 = -232373.279077
  nChanged 85
		SP:Iteration 8Q (61428.200000 sec): 3 clusters
  Score: Raw -234973.105666 + Penalty 2522.428734 = -232450.676933
  nChanged 95
		SP:Iteration 9Q (61428.360000 sec): 3 clusters
  Score: Raw -235054.481235 + Penalty 2522.428734 = -232532.052502
  nChanged 85
		SP:Iteration 10Q (61428.560000 sec): 3 clusters
  Score: Raw -235106.755351 + Penalty 2522.428734 = -232584.326618
  nChanged 63
		SP:Iteration 11Q (61428.680000 sec): 3 clusters
  Score: Raw -235146.102761 + Penalty 2522.428734 = -232623.674028
  nChanged 55
		SP:Iteration 12Q (61428.860000 sec): 3 clusters
  Score: Raw -235176.253460 + Penalty 2522.428734 = -232653.824726
  nChanged 53
		SP:Iteration 13Q (61429.020000 sec): 3 clusters
  Score: Raw -235206.805871 + Penalty 2522.428734 = -232684.377137
  nChanged 37
		SP:Iteration 14Q (61429.240000 sec): 3 clusters
  Score: Raw -235223.768014 + Penalty 2522.428734 = -232701.339281
  nChanged 34
		SP:Iteration 15Q (61429.420000 sec): 3 clusters
  Score: Raw -235243.963532 + Penalty 2522.428734 = -232721.534798
  nChanged 35
		SP:Iteration 16Q (61429.570000 sec): 3 clusters
  Score: Raw -235259.837851 + Penalty 2522.428734 = -232737.409117
  nChanged 28
		SP:Iteration 17Q (61429.770000 sec): 3 clusters
  Score: Raw -235273.143787 + Penalty 2522.428734 = -232750.715053
  nChanged 20
		SP:Iteration 18Q (61429.940000 sec): 3 clusters
  Score: Raw -235284.390898 + Penalty 2522.428734 = -232761.962164
  nChanged 21
		SP:Iteration 19Q (61430.110000 sec): 3 clusters
  Score: Raw -235292.076320 + Penalty 2522.428734 = -232769.647586
  nChanged 13
		SP:Iteration 20F (61430.240000 sec): 3 clusters
  Score: Raw -235298.102939 + Penalty 2522.428734 = -232775.674205
  nChanged 7
		SP:Iteration 21Q (61430.400000 sec): 3 clusters
  Score: Raw -235303.141824 + Penalty 2522.428734 = -232780.713090
  nChanged 8
		SP:Iteration 22Q (61430.610000 sec): 3 clusters
  Score: Raw -235309.057521 + Penalty 2522.428734 = -232786.628788
  nChanged 11
		SP:Iteration 23Q (61430.730000 sec): 3 clusters
  Score: Raw -235314.161389 + Penalty 2522.428734 = -232791.732655
  nChanged 6
		SP:Iteration 24Q (61430.910000 sec): 3 clusters
  Score: Raw -235318.255920 + Penalty 2522.428734 = -232795.827187
  nChanged 6
		SP:Iteration 25Q (61431.020000 sec): 3 clusters
  Score: Raw -235321.009659 + Penalty 2522.428734 = -232798.580925
  nChanged 5
		SP:Iteration 26Q (61431.200000 sec): 3 clusters
  Score: Raw -235323.386624 + Penalty 2522.428734 = -232800.957891
  nChanged 5
		SP:Iteration 27Q (61431.380000 sec): 3 clusters
  Score: Raw -235326.876266 + Penalty 2522.428734 = -232804.447532
  nChanged 9
		SP:Iteration 28Q (61431.550000 sec): 3 clusters
  Score: Raw -235331.316378 + Penalty 2522.428734 = -232808.887644
  nChanged 12
		SP:Iteration 29Q (61431.730000 sec): 3 clusters
  Score: Raw -235336.905119 + Penalty 2522.428734 = -232814.476385
  nChanged 8
		SP:Iteration 30Q (61431.900000 sec): 3 clusters
  Score: Raw -235342.456575 + Penalty 2522.428734 = -232820.027841
  nChanged 6
		SP:Iteration 31Q (61432.110000 sec): 3 clusters
  Score: Raw -235344.707925 + Penalty 2522.428734 = -232822.279191
  nChanged 4
		SP:Iteration 32Q (61432.310000 sec): 3 clusters
  Score: Raw -235346.262202 + Penalty 2522.428734 = -232823.833468
  nChanged 2
		SP:Iteration 33Q (61432.460000 sec): 3 clusters
  Score: Raw -235347.187249 + Penalty 2522.428734 = -232824.758515
  nChanged 2
		SP:Iteration 34Q (61432.630000 sec): 3 clusters
  Score: Raw -235348.058116 + Penalty 2522.428734 = -232825.629382
  nChanged 1
		SP:Iteration 35Q (61432.800000 sec): 3 clusters
  Score: Raw -235348.407427 + Penalty 2522.428734 = -232825.978693
  nChanged 0
		SP:Iteration 36F (61432.990000 sec): 3 clusters
  Score: Raw -235348.407427 + Penalty 2522.428734 = -232825.978693
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61433.130000 sec): 2 clusters
  Score: Raw -538296.229061 + Penalty 1396.820671 = -536899.408391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61433.350000 sec): 3 clusters
  Score: Raw -535480.549670 + Penalty 2793.641341 = -532686.908329
  nChanged 2219
		SP:Iteration 1F (61433.540000 sec): 3 clusters
  Score: Raw -536659.462441 + Penalty 2793.641341 = -533865.821100
  nChanged 398
		SP:Iteration 2F (61433.720000 sec): 3 clusters
  Score: Raw -536901.765424 + Penalty 2793.641341 = -534108.124083
  nChanged 329
		SP:Iteration 3F (61433.950000 sec): 3 clusters
  Score: Raw -537106.531851 + Penalty 2793.641341 = -534312.890510
  nChanged 262
		SP:Iteration 4Q (61434.150000 sec): 3 clusters
  Score: Raw -537298.854915 + Penalty 2793.641341 = -534505.213573
  nChanged 253
		SP:Iteration 5Q (61434.340000 sec): 3 clusters
  Score: Raw -537470.594189 + Penalty 2793.641341 = -534676.952848
  nChanged 233
		SP:Iteration 6Q (61434.540000 sec): 3 clusters
  Score: Raw -537639.456968 + Penalty 2793.641341 = -534845.815627
  nChanged 230
		SP:Iteration 7Q (61434.720000 sec): 3 clusters
  Score: Raw -537790.757050 + Penalty 2793.641341 = -534997.115708
  nChanged 195
		SP:Iteration 8Q (61434.950000 sec): 3 clusters
  Score: Raw -537900.677679 + Penalty 2793.641341 = -535107.036338
  nChanged 172
		SP:Iteration 9Q (61435.130000 sec): 3 clusters
  Score: Raw -538002.623899 + Penalty 2793.641341 = -535208.982557
  nChanged 171
		SP:Iteration 10Q (61435.330000 sec): 3 clusters
  Score: Raw -538099.413886 + Penalty 2793.641341 = -535305.772544
  nChanged 141
		SP:Iteration 11Q (61435.490000 sec): 3 clusters
  Score: Raw -538168.174130 + Penalty 2793.641341 = -535374.532789
  nChanged 107
		SP:Iteration 12Q (61435.660000 sec): 3 clusters
  Score: Raw -538219.934491 + Penalty 2793.641341 = -535426.293150
  nChanged 105
		SP:Iteration 13Q (61435.870000 sec): 3 clusters
  Score: Raw -538274.050753 + Penalty 2793.641341 = -535480.409412
  nChanged 106
		SP:Iteration 14Q (61436.090000 sec): 3 clusters
  Score: Raw -538333.179098 + Penalty 2793.641341 = -535539.537757
  nChanged 117
		SP:Iteration 15Q (61436.300000 sec): 3 clusters
  Score: Raw -538412.314987 + Penalty 2793.641341 = -535618.673645
  nChanged 107
		SP:Iteration 16Q (61436.510000 sec): 3 clusters
  Score: Raw -538482.383144 + Penalty 2793.641341 = -535688.741803
  nChanged 94
		SP:Iteration 17Q (61436.710000 sec): 3 clusters
  Score: Raw -538545.607183 + Penalty 2793.641341 = -535751.965842
  nChanged 103
		SP:Iteration 18Q (61436.890000 sec): 3 clusters
  Score: Raw -538636.770286 + Penalty 2793.641341 = -535843.128945
  nChanged 108
		SP:Iteration 19Q (61437.060000 sec): 3 clusters
  Score: Raw -538749.896965 + Penalty 2793.641341 = -535956.255623
  nChanged 89
		SP:Iteration 20F (61437.230000 sec): 3 clusters
  Score: Raw -538844.361241 + Penalty 2793.641341 = -536050.719900
  nChanged 80
		SP:Iteration 21Q (61437.390000 sec): 3 clusters
  Score: Raw -538913.119107 + Penalty 2793.641341 = -536119.477765
  nChanged 62
		SP:Iteration 22Q (61437.560000 sec): 3 clusters
  Score: Raw -538953.653237 + Penalty 2793.641341 = -536160.011896
  nChanged 43
		SP:Iteration 23Q (61437.730000 sec): 3 clusters
  Score: Raw -538979.934846 + Penalty 2793.641341 = -536186.293505
  nChanged 43
		SP:Iteration 24Q (61437.890000 sec): 3 clusters
  Score: Raw -539003.858954 + Penalty 2793.641341 = -536210.217612
  nChanged 39
		SP:Iteration 25Q (61438.080000 sec): 3 clusters
  Score: Raw -539022.289563 + Penalty 2793.641341 = -536228.648222
  nChanged 37
		SP:Iteration 26Q (61438.280000 sec): 3 clusters
  Score: Raw -539038.728471 + Penalty 2793.641341 = -536245.087130
  nChanged 35
		SP:Iteration 27Q (61438.450000 sec): 3 clusters
  Score: Raw -539055.535948 + Penalty 2793.641341 = -536261.894607
  nChanged 37
		SP:Iteration 28Q (61438.680000 sec): 3 clusters
  Score: Raw -539074.414697 + Penalty 2793.641341 = -536280.773355
  nChanged 40
		SP:Iteration 29Q (61438.940000 sec): 3 clusters
  Score: Raw -539096.134165 + Penalty 2793.641341 = -536302.492824
  nChanged 37
		SP:Iteration 30Q (61439.130000 sec): 3 clusters
  Score: Raw -539115.145029 + Penalty 2793.641341 = -536321.503688
  nChanged 39
		SP:Iteration 31Q (61439.340000 sec): 3 clusters
  Score: Raw -539132.692322 + Penalty 2793.641341 = -536339.050981
  nChanged 35
		SP:Iteration 32Q (61439.540000 sec): 3 clusters
  Score: Raw -539150.456062 + Penalty 2793.641341 = -536356.814721
  nChanged 25
		SP:Iteration 33Q (61439.730000 sec): 3 clusters
  Score: Raw -539163.228796 + Penalty 2793.641341 = -536369.587455
  nChanged 28
		SP:Iteration 34Q (61439.970000 sec): 3 clusters
  Score: Raw -539177.889310 + Penalty 2793.641341 = -536384.247969
  nChanged 30
		SP:Iteration 35Q (61440.190000 sec): 3 clusters
  Score: Raw -539194.160302 + Penalty 2793.641341 = -536400.518960
  nChanged 31
		SP:Iteration 36Q (61440.310000 sec): 3 clusters
  Score: Raw -539211.566562 + Penalty 2793.641341 = -536417.925221
  nChanged 25
		SP:Iteration 37Q (61440.550000 sec): 3 clusters
  Score: Raw -539226.844418 + Penalty 2793.641341 = -536433.203077
  nChanged 21
		SP:Iteration 38Q (61440.690000 sec): 3 clusters
  Score: Raw -539237.310414 + Penalty 2793.641341 = -536443.669072
  nChanged 20
		SP:Iteration 39Q (61440.880000 sec): 3 clusters
  Score: Raw -539246.268832 + Penalty 2793.641341 = -536452.627491
  nChanged 15
		SP:Iteration 40F (61441.050000 sec): 3 clusters
  Score: Raw -539258.916863 + Penalty 2793.641341 = -536465.275521
  nChanged 19
		SP:Iteration 41Q (61441.230000 sec): 3 clusters
  Score: Raw -539270.079668 + Penalty 2793.641341 = -536476.438327
  nChanged 21
		SP:Iteration 42Q (61441.380000 sec): 3 clusters
  Score: Raw -539280.259743 + Penalty 2793.641341 = -536486.618402
  nChanged 26
		SP:Iteration 43Q (61441.670000 sec): 3 clusters
  Score: Raw -539297.989610 + Penalty 2793.641341 = -536504.348268
  nChanged 37
		SP:Iteration 44Q (61441.910000 sec): 3 clusters
  Score: Raw -539333.898901 + Penalty 2793.641341 = -536540.257560
  nChanged 42
		SP:Iteration 45Q (61442.110000 sec): 3 clusters
  Score: Raw -539367.058345 + Penalty 2793.641341 = -536573.417004
  nChanged 38
		SP:Iteration 46Q (61442.370000 sec): 3 clusters
  Score: Raw -539393.798256 + Penalty 2793.641341 = -536600.156915
  nChanged 25
		SP:Iteration 47Q (61442.530000 sec): 3 clusters
  Score: Raw -539405.520444 + Penalty 2793.641341 = -536611.879103
  nChanged 17
		SP:Iteration 48Q (61442.750000 sec): 3 clusters
  Score: Raw -539412.332541 + Penalty 2793.641341 = -536618.691200
  nChanged 19
		SP:Iteration 49Q (61443.030000 sec): 3 clusters
  Score: Raw -539420.828702 + Penalty 2793.641341 = -536627.187360
  nChanged 22
		SP:Iteration 50Q (61443.190000 sec): 3 clusters
  Score: Raw -539431.132773 + Penalty 2793.641341 = -536637.491432
  nChanged 18
		SP:Iteration 51Q (61443.370000 sec): 3 clusters
  Score: Raw -539436.412191 + Penalty 2793.641341 = -536642.770849
  nChanged 10
		SP:Iteration 52Q (61443.630000 sec): 3 clusters
  Score: Raw -539439.340299 + Penalty 2793.641341 = -536645.698958
  nChanged 7
		SP:Iteration 53Q (61443.900000 sec): 3 clusters
  Score: Raw -539441.012654 + Penalty 2793.641341 = -536647.371312
  nChanged 5
		SP:Iteration 54Q (61444.140000 sec): 3 clusters
  Score: Raw -539442.301767 + Penalty 2793.641341 = -536648.660426
  nChanged 4
		SP:Iteration 55Q (61444.340000 sec): 3 clusters
  Score: Raw -539443.263060 + Penalty 2793.641341 = -536649.621718
  nChanged 3
		SP:Iteration 56Q (61444.570000 sec): 3 clusters
  Score: Raw -539443.891741 + Penalty 2793.641341 = -536650.250399
  nChanged 4
		SP:Iteration 57Q (61444.810000 sec): 3 clusters
  Score: Raw -539444.712013 + Penalty 2793.641341 = -536651.070672
  nChanged 4
		SP:Iteration 58Q (61444.980000 sec): 3 clusters
  Score: Raw -539445.313977 + Penalty 2793.641341 = -536651.672635
  nChanged 1
		SP:Iteration 59Q (61445.200000 sec): 3 clusters
  Score: Raw -539445.587094 + Penalty 2793.641341 = -536651.945753
  nChanged 2
		SP:Iteration 60F (61445.360000 sec): 3 clusters
  Score: Raw -539446.014149 + Penalty 2793.641341 = -536652.372807
  nChanged 2
		SP:Iteration 61Q (61445.510000 sec): 3 clusters
  Score: Raw -539446.552132 + Penalty 2793.641341 = -536652.910790
  nChanged 2
		SP:Iteration 62Q (61445.670000 sec): 3 clusters
  Score: Raw -539446.985386 + Penalty 2793.641341 = -536653.344045
  nChanged 5
		SP:Iteration 63Q (61445.860000 sec): 3 clusters
  Score: Raw -539448.090669 + Penalty 2793.641341 = -536654.449328
  nChanged 3
		SP:Iteration 64Q (61446.010000 sec): 3 clusters
  Score: Raw -539448.987574 + Penalty 2793.641341 = -536655.346232
  nChanged 4
		SP:Iteration 65Q (61446.190000 sec): 3 clusters
  Score: Raw -539450.327077 + Penalty 2793.641341 = -536656.685736
  nChanged 5
		SP:Iteration 66Q (61446.390000 sec): 3 clusters
  Score: Raw -539451.512790 + Penalty 2793.641341 = -536657.871449
  nChanged 3
		SP:Iteration 67Q (61446.590000 sec): 3 clusters
  Score: Raw -539452.562016 + Penalty 2793.641341 = -536658.920675
  nChanged 4
		SP:Iteration 68Q (61446.780000 sec): 3 clusters
  Score: Raw -539453.502619 + Penalty 2793.641341 = -536659.861278
  nChanged 5
		SP:Iteration 69Q (61446.960000 sec): 3 clusters
  Score: Raw -539454.842046 + Penalty 2793.641341 = -536661.200705
  nChanged 3
		SP:Iteration 70Q (61447.170000 sec): 3 clusters
  Score: Raw -539455.286964 + Penalty 2793.641341 = -536661.645623
  nChanged 2
		SP:Iteration 71Q (61447.360000 sec): 3 clusters
  Score: Raw -539455.712821 + Penalty 2793.641341 = -536662.071480
  nChanged 0
		SP:Iteration 72F (61447.570000 sec): 3 clusters
  Score: Raw -539455.712821 + Penalty 2793.641341 = -536662.071480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61447.680000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61447.890000 sec): 3 clusters
  Score: Raw -53406.061838 + Penalty 2036.840178 = -51369.221660
  nChanged 128
		SP:Iteration 1F (61448.060000 sec): 3 clusters
  Score: Raw -53598.168359 + Penalty 2036.840178 = -51561.328180
  nChanged 35
		SP:Iteration 2F (61448.220000 sec): 3 clusters
  Score: Raw -53655.903508 + Penalty 2036.840178 = -51619.063330
  nChanged 23
		SP:Iteration 3Q (61448.390000 sec): 3 clusters
  Score: Raw -53699.868253 + Penalty 2036.840178 = -51663.028075
  nChanged 22
		SP:Iteration 4Q (61448.550000 sec): 3 clusters
  Score: Raw -53743.629678 + Penalty 2036.840178 = -51706.789500
  nChanged 18
		SP:Iteration 5Q (61448.700000 sec): 3 clusters
  Score: Raw -53809.789646 + Penalty 2036.840178 = -51772.949468
  nChanged 20
		SP:Iteration 6Q (61448.890000 sec): 3 clusters
  Score: Raw -53892.115704 + Penalty 2036.840178 = -51855.275526
  nChanged 23
		SP:Iteration 7Q (61449.080000 sec): 3 clusters
  Score: Raw -53950.758542 + Penalty 2036.840178 = -51913.918364
  nChanged 17
		SP:Iteration 8Q (61449.230000 sec): 3 clusters
  Score: Raw -53985.599038 + Penalty 2036.840178 = -51948.758860
  nChanged 10
		SP:Iteration 9Q (61449.390000 sec): 3 clusters
  Score: Raw -54002.351142 + Penalty 2036.840178 = -51965.510964
  nChanged 11
		SP:Iteration 10Q (61449.570000 sec): 3 clusters
  Score: Raw -54025.536584 + Penalty 2036.840178 = -51988.696405
  nChanged 6
		SP:Iteration 11Q (61449.790000 sec): 3 clusters
  Score: Raw -54039.795747 + Penalty 2036.840178 = -52002.955568
  nChanged 4
		SP:Iteration 12Q (61449.930000 sec): 3 clusters
  Score: Raw -54048.786054 + Penalty 2036.840178 = -52011.945876
  nChanged 0
		SP:Iteration 13F (61450.100000 sec): 3 clusters
  Score: Raw -54048.786054 + Penalty 2036.840178 = -52011.945876
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61450.210000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61450.390000 sec): 3 clusters
  Score: Raw -315441.589503 + Penalty 2591.611318 = -312849.978185
  nChanged 1068
		SP:Iteration 1F (61450.550000 sec): 3 clusters
  Score: Raw -316130.378863 + Penalty 2591.611318 = -313538.767546
  nChanged 243
		SP:Iteration 2F (61450.720000 sec): 3 clusters
  Score: Raw -316369.117754 + Penalty 2591.611318 = -313777.506436
  nChanged 193
		SP:Iteration 3F (61450.930000 sec): 3 clusters
  Score: Raw -316534.726973 + Penalty 2591.611318 = -313943.115655
  nChanged 150
		SP:Iteration 4F (61451.070000 sec): 3 clusters
  Score: Raw -316644.375747 + Penalty 2591.611318 = -314052.764430
  nChanged 124
		SP:Iteration 5Q (61451.230000 sec): 3 clusters
  Score: Raw -316737.262550 + Penalty 2591.611318 = -314145.651232
  nChanged 133
		SP:Iteration 6Q (61451.390000 sec): 3 clusters
  Score: Raw -316820.615160 + Penalty 2591.611318 = -314229.003842
  nChanged 109
		SP:Iteration 7Q (61451.550000 sec): 3 clusters
  Score: Raw -316910.220031 + Penalty 2591.611318 = -314318.608713
  nChanged 132
		SP:Iteration 8Q (61451.710000 sec): 3 clusters
  Score: Raw -317021.329684 + Penalty 2591.611318 = -314429.718366
  nChanged 121
		SP:Iteration 9Q (61451.870000 sec): 3 clusters
  Score: Raw -317125.881544 + Penalty 2591.611318 = -314534.270226
  nChanged 88
		SP:Iteration 10Q (61452.030000 sec): 3 clusters
  Score: Raw -317196.559621 + Penalty 2591.611318 = -314604.948304
  nChanged 77
		SP:Iteration 11Q (61452.190000 sec): 3 clusters
  Score: Raw -317257.878998 + Penalty 2591.611318 = -314666.267680
  nChanged 72
		SP:Iteration 12Q (61452.360000 sec): 3 clusters
  Score: Raw -317318.146219 + Penalty 2591.611318 = -314726.534901
  nChanged 40
		SP:Iteration 13Q (61452.570000 sec): 3 clusters
  Score: Raw -317348.468583 + Penalty 2591.611318 = -314756.857265
  nChanged 39
		SP:Iteration 14Q (61452.700000 sec): 3 clusters
  Score: Raw -317379.074542 + Penalty 2591.611318 = -314787.463225
  nChanged 20
		SP:Iteration 15Q (61452.850000 sec): 3 clusters
  Score: Raw -317397.633366 + Penalty 2591.611318 = -314806.022049
  nChanged 21
		SP:Iteration 16Q (61452.990000 sec): 3 clusters
  Score: Raw -317414.677715 + Penalty 2591.611318 = -314823.066398
  nChanged 17
		SP:Iteration 17Q (61453.130000 sec): 3 clusters
  Score: Raw -317426.580920 + Penalty 2591.611318 = -314834.969603
  nChanged 11
		SP:Iteration 18Q (61453.280000 sec): 3 clusters
  Score: Raw -317431.601846 + Penalty 2591.611318 = -314839.990528
  nChanged 8
		SP:Iteration 19Q (61453.420000 sec): 3 clusters
  Score: Raw -317435.766843 + Penalty 2591.611318 = -314844.155525
  nChanged 9
		SP:Iteration 20F (61453.570000 sec): 3 clusters
  Score: Raw -317441.708084 + Penalty 2591.611318 = -314850.096767
  nChanged 11
		SP:Iteration 21Q (61453.720000 sec): 3 clusters
  Score: Raw -317448.811971 + Penalty 2591.611318 = -314857.200653
  nChanged 9
		SP:Iteration 22Q (61453.890000 sec): 3 clusters
  Score: Raw -317453.406648 + Penalty 2591.611318 = -314861.795331
  nChanged 5
		SP:Iteration 23Q (61454.100000 sec): 3 clusters
  Score: Raw -317457.567601 + Penalty 2591.611318 = -314865.956283
  nChanged 5
		SP:Iteration 24Q (61454.240000 sec): 3 clusters
  Score: Raw -317460.912863 + Penalty 2591.611318 = -314869.301545
  nChanged 1
		SP:Iteration 25Q (61454.400000 sec): 3 clusters
  Score: Raw -317461.380676 + Penalty 2591.611318 = -314869.769358
  nChanged 0
		SP:Iteration 26F (61454.560000 sec): 3 clusters
  Score: Raw -317461.380676 + Penalty 2591.611318 = -314869.769358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61454.680000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61454.840000 sec): 3 clusters
  Score: Raw -44081.016042 + Penalty 1955.251077 = -42125.764965
  nChanged 78
		SP:Iteration 1F (61455.000000 sec): 3 clusters
  Score: Raw -44195.887209 + Penalty 1955.251077 = -42240.636132
  nChanged 16
		SP:Iteration 2Q (61455.160000 sec): 3 clusters
  Score: Raw -44221.324023 + Penalty 1955.251077 = -42266.072946
  nChanged 7
		SP:Iteration 3Q (61455.320000 sec): 3 clusters
  Score: Raw -44233.994295 + Penalty 1955.251077 = -42278.743218
  nChanged 9
		SP:Iteration 4Q (61455.480000 sec): 3 clusters
  Score: Raw -44246.172280 + Penalty 1955.251077 = -42290.921203
  nChanged 5
		SP:Iteration 5Q (61455.640000 sec): 3 clusters
  Score: Raw -44257.109564 + Penalty 1955.251077 = -42301.858487
  nChanged 5
		SP:Iteration 6Q (61455.800000 sec): 3 clusters
  Score: Raw -44267.194500 + Penalty 1955.251077 = -42311.943423
  nChanged 3
		SP:Iteration 7Q (61455.960000 sec): 3 clusters
  Score: Raw -44270.750277 + Penalty 1955.251077 = -42315.499200
  nChanged 0
		SP:Iteration 8F (61456.120000 sec): 3 clusters
  Score: Raw -44270.750277 + Penalty 1955.251077 = -42315.499200
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61456.290000 sec): 2 clusters
  Score: Raw -594096.281388 + Penalty 1412.665961 = -592683.615427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61456.480000 sec): 3 clusters
  Score: Raw -590926.585251 + Penalty 2825.331921 = -588101.253330
  nChanged 2544
		SP:Iteration 1F (61456.600000 sec): 3 clusters
  Score: Raw -592321.122036 + Penalty 2825.331921 = -589495.790114
  nChanged 417
		SP:Iteration 2F (61456.750000 sec): 3 clusters
  Score: Raw -592551.729644 + Penalty 2825.331921 = -589726.397723
  nChanged 316
		SP:Iteration 3F (61456.910000 sec): 3 clusters
  Score: Raw -592722.147688 + Penalty 2825.331921 = -589896.815767
  nChanged 308
		SP:Iteration 4F (61457.060000 sec): 3 clusters
  Score: Raw -592879.976790 + Penalty 2825.331921 = -590054.644869
  nChanged 263
		SP:Iteration 5Q (61457.230000 sec): 3 clusters
  Score: Raw -593036.542895 + Penalty 2825.331921 = -590211.210974
  nChanged 257
		SP:Iteration 6Q (61457.410000 sec): 3 clusters
  Score: Raw -593184.266627 + Penalty 2825.331921 = -590358.934706
  nChanged 261
		SP:Iteration 7Q (61457.600000 sec): 3 clusters
  Score: Raw -593345.821025 + Penalty 2825.331921 = -590520.489103
  nChanged 227
		SP:Iteration 8Q (61457.780000 sec): 3 clusters
  Score: Raw -593478.585845 + Penalty 2825.331921 = -590653.253923
  nChanged 194
		SP:Iteration 9Q (61457.910000 sec): 3 clusters
  Score: Raw -593578.427436 + Penalty 2825.331921 = -590753.095514
  nChanged 173
		SP:Iteration 10Q (61458.050000 sec): 3 clusters
  Score: Raw -593664.813538 + Penalty 2825.331921 = -590839.481617
  nChanged 152
		SP:Iteration 11Q (61458.200000 sec): 3 clusters
  Score: Raw -593727.272541 + Penalty 2825.331921 = -590901.940620
  nChanged 110
		SP:Iteration 12Q (61458.390000 sec): 3 clusters
  Score: Raw -593762.219953 + Penalty 2825.331921 = -590936.888031
  nChanged 77
		SP:Iteration 13Q (61458.580000 sec): 3 clusters
  Score: Raw -593786.130213 + Penalty 2825.331921 = -590960.798292
  nChanged 60
		SP:Iteration 14Q (61458.770000 sec): 3 clusters
  Score: Raw -593804.312642 + Penalty 2825.331921 = -590978.980721
  nChanged 57
		SP:Iteration 15Q (61458.950000 sec): 3 clusters
  Score: Raw -593820.939084 + Penalty 2825.331921 = -590995.607163
  nChanged 49
		SP:Iteration 16Q (61459.100000 sec): 3 clusters
  Score: Raw -593834.816556 + Penalty 2825.331921 = -591009.484635
  nChanged 38
		SP:Iteration 17Q (61459.230000 sec): 3 clusters
  Score: Raw -593843.161300 + Penalty 2825.331921 = -591017.829379
  nChanged 24
		SP:Iteration 18Q (61459.350000 sec): 3 clusters
  Score: Raw -593849.771841 + Penalty 2825.331921 = -591024.439920
  nChanged 20
		SP:Iteration 19Q (61459.480000 sec): 3 clusters
  Score: Raw -593853.306976 + Penalty 2825.331921 = -591027.975055
  nChanged 16
		SP:Iteration 20F (61459.610000 sec): 3 clusters
  Score: Raw -593856.313741 + Penalty 2825.331921 = -591030.981820
  nChanged 13
		SP:Iteration 21Q (61459.750000 sec): 3 clusters
  Score: Raw -593859.309967 + Penalty 2825.331921 = -591033.978046
  nChanged 17
		SP:Iteration 22Q (61459.890000 sec): 3 clusters
  Score: Raw -593862.756760 + Penalty 2825.331921 = -591037.424838
  nChanged 15
		SP:Iteration 23Q (61460.030000 sec): 3 clusters
  Score: Raw -593865.922410 + Penalty 2825.331921 = -591040.590489
  nChanged 13
		SP:Iteration 24Q (61460.170000 sec): 3 clusters
  Score: Raw -593868.549223 + Penalty 2825.331921 = -591043.217302
  nChanged 17
		SP:Iteration 25Q (61460.310000 sec): 3 clusters
  Score: Raw -593871.819375 + Penalty 2825.331921 = -591046.487454
  nChanged 14
		SP:Iteration 26Q (61460.440000 sec): 3 clusters
  Score: Raw -593875.015207 + Penalty 2825.331921 = -591049.683285
  nChanged 17
		SP:Iteration 27Q (61460.580000 sec): 3 clusters
  Score: Raw -593879.389499 + Penalty 2825.331921 = -591054.057578
  nChanged 14
		SP:Iteration 28Q (61460.730000 sec): 3 clusters
  Score: Raw -593882.730660 + Penalty 2825.331921 = -591057.398738
  nChanged 17
		SP:Iteration 29Q (61460.910000 sec): 3 clusters
  Score: Raw -593887.125549 + Penalty 2825.331921 = -591061.793628
  nChanged 16
		SP:Iteration 30Q (61461.070000 sec): 3 clusters
  Score: Raw -593891.218950 + Penalty 2825.331921 = -591065.887028
  nChanged 16
		SP:Iteration 31Q (61461.240000 sec): 3 clusters
  Score: Raw -593894.977234 + Penalty 2825.331921 = -591069.645313
  nChanged 16
		SP:Iteration 32Q (61461.390000 sec): 3 clusters
  Score: Raw -593897.454882 + Penalty 2825.331921 = -591072.122961
  nChanged 13
		SP:Iteration 33Q (61461.570000 sec): 3 clusters
  Score: Raw -593900.058624 + Penalty 2825.331921 = -591074.726703
  nChanged 14
		SP:Iteration 34Q (61461.760000 sec): 3 clusters
  Score: Raw -593902.906412 + Penalty 2825.331921 = -591077.574490
  nChanged 10
		SP:Iteration 35Q (61461.940000 sec): 3 clusters
  Score: Raw -593904.626439 + Penalty 2825.331921 = -591079.294518
  nChanged 10
		SP:Iteration 36Q (61462.120000 sec): 3 clusters
  Score: Raw -593906.831992 + Penalty 2825.331921 = -591081.500071
  nChanged 7
		SP:Iteration 37Q (61462.310000 sec): 3 clusters
  Score: Raw -593908.428711 + Penalty 2825.331921 = -591083.096789
  nChanged 9
		SP:Iteration 38Q (61462.500000 sec): 3 clusters
  Score: Raw -593910.562303 + Penalty 2825.331921 = -591085.230382
  nChanged 10
		SP:Iteration 39Q (61462.710000 sec): 3 clusters
  Score: Raw -593912.890100 + Penalty 2825.331921 = -591087.558178
  nChanged 5
		SP:Iteration 40F (61462.900000 sec): 3 clusters
  Score: Raw -593913.525737 + Penalty 2825.331921 = -591088.193815
  nChanged 4
		SP:Iteration 41Q (61463.090000 sec): 3 clusters
  Score: Raw -593914.075310 + Penalty 2825.331921 = -591088.743389
  nChanged 2
		SP:Iteration 42Q (61463.280000 sec): 3 clusters
  Score: Raw -593914.506187 + Penalty 2825.331921 = -591089.174265
  nChanged 3
		SP:Iteration 43Q (61463.470000 sec): 3 clusters
  Score: Raw -593914.877608 + Penalty 2825.331921 = -591089.545687
  nChanged 1
		SP:Iteration 44Q (61463.690000 sec): 3 clusters
  Score: Raw -593914.990110 + Penalty 2825.331921 = -591089.658188
  nChanged 2
		SP:Iteration 45Q (61463.860000 sec): 3 clusters
  Score: Raw -593915.268785 + Penalty 2825.331921 = -591089.936863
  nChanged 2
		SP:Iteration 46Q (61464.070000 sec): 3 clusters
  Score: Raw -593915.670423 + Penalty 2825.331921 = -591090.338502
  nChanged 4
		SP:Iteration 47Q (61464.250000 sec): 3 clusters
  Score: Raw -593916.351321 + Penalty 2825.331921 = -591091.019400
  nChanged 2
		SP:Iteration 48Q (61464.430000 sec): 3 clusters
  Score: Raw -593916.754590 + Penalty 2825.331921 = -591091.422668
  nChanged 2
		SP:Iteration 49Q (61464.610000 sec): 3 clusters
  Score: Raw -593916.990176 + Penalty 2825.331921 = -591091.658254
  nChanged 0
		SP:Iteration 50F (61464.790000 sec): 3 clusters
  Score: Raw -593916.990176 + Penalty 2825.331921 = -591091.658254
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61464.890000 sec): 2 clusters
  Score: Raw -376692.385669 + Penalty 1352.980311 = -375339.405357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61465.090000 sec): 3 clusters
  Score: Raw -374611.788082 + Penalty 2705.960623 = -371905.827459
  nChanged 1650
		SP:Iteration 1F (61465.250000 sec): 3 clusters
  Score: Raw -375643.698822 + Penalty 2705.960623 = -372937.738199
  nChanged 328
		SP:Iteration 2F (61465.400000 sec): 3 clusters
  Score: Raw -375884.323051 + Penalty 2705.960623 = -373178.362428
  nChanged 273
		SP:Iteration 3F (61465.530000 sec): 3 clusters
  Score: Raw -376071.086892 + Penalty 2705.960623 = -373365.126269
  nChanged 209
		SP:Iteration 4F (61465.750000 sec): 3 clusters
  Score: Raw -376183.373788 + Penalty 2705.960623 = -373477.413165
  nChanged 169
		SP:Iteration 5Q (61465.930000 sec): 3 clusters
  Score: Raw -376285.109471 + Penalty 2705.960623 = -373579.148848
  nChanged 149
		SP:Iteration 6Q (61466.090000 sec): 3 clusters
  Score: Raw -376373.288411 + Penalty 2705.960623 = -373667.327788
  nChanged 148
		SP:Iteration 7Q (61466.210000 sec): 3 clusters
  Score: Raw -376476.366284 + Penalty 2705.960623 = -373770.405661
  nChanged 149
		SP:Iteration 8Q (61466.430000 sec): 3 clusters
  Score: Raw -376563.332216 + Penalty 2705.960623 = -373857.371593
  nChanged 109
		SP:Iteration 9Q (61466.640000 sec): 3 clusters
  Score: Raw -376637.552041 + Penalty 2705.960623 = -373931.591418
  nChanged 107
		SP:Iteration 10Q (61466.870000 sec): 3 clusters
  Score: Raw -376709.364389 + Penalty 2705.960623 = -374003.403766
  nChanged 102
		SP:Iteration 11Q (61467.070000 sec): 3 clusters
  Score: Raw -376782.957190 + Penalty 2705.960623 = -374076.996567
  nChanged 115
		SP:Iteration 12Q (61467.290000 sec): 3 clusters
  Score: Raw -376849.586858 + Penalty 2705.960623 = -374143.626235
  nChanged 100
		SP:Iteration 13Q (61467.530000 sec): 3 clusters
  Score: Raw -376895.448274 + Penalty 2705.960623 = -374189.487651
  nChanged 65
		SP:Iteration 14Q (61467.750000 sec): 3 clusters
  Score: Raw -376921.681305 + Penalty 2705.960623 = -374215.720682
  nChanged 50
		SP:Iteration 15Q (61467.940000 sec): 3 clusters
  Score: Raw -376941.405787 + Penalty 2705.960623 = -374235.445164
  nChanged 54
		SP:Iteration 16Q (61468.060000 sec): 3 clusters
  Score: Raw -376959.147667 + Penalty 2705.960623 = -374253.187044
  nChanged 37
		SP:Iteration 17Q (61468.250000 sec): 3 clusters
  Score: Raw -376972.304649 + Penalty 2705.960623 = -374266.344026
  nChanged 23
		SP:Iteration 18Q (61468.410000 sec): 3 clusters
  Score: Raw -376978.820448 + Penalty 2705.960623 = -374272.859825
  nChanged 19
		SP:Iteration 19Q (61468.540000 sec): 3 clusters
  Score: Raw -376984.195905 + Penalty 2705.960623 = -374278.235282
  nChanged 16
		SP:Iteration 20F (61468.730000 sec): 3 clusters
  Score: Raw -376988.051832 + Penalty 2705.960623 = -374282.091209
  nChanged 13
		SP:Iteration 21Q (61468.870000 sec): 3 clusters
  Score: Raw -376991.654755 + Penalty 2705.960623 = -374285.694132
  nChanged 18
		SP:Iteration 22Q (61469.090000 sec): 3 clusters
  Score: Raw -376996.233081 + Penalty 2705.960623 = -374290.272458
  nChanged 10
		SP:Iteration 23Q (61469.260000 sec): 3 clusters
  Score: Raw -376998.908578 + Penalty 2705.960623 = -374292.947955
  nChanged 10
		SP:Iteration 24Q (61469.430000 sec): 3 clusters
  Score: Raw -377001.202787 + Penalty 2705.960623 = -374295.242164
  nChanged 9
		SP:Iteration 25Q (61469.630000 sec): 3 clusters
  Score: Raw -377003.775204 + Penalty 2705.960623 = -374297.814581
  nChanged 10
		SP:Iteration 26Q (61469.790000 sec): 3 clusters
  Score: Raw -377006.000482 + Penalty 2705.960623 = -374300.039859
  nChanged 10
		SP:Iteration 27Q (61469.930000 sec): 3 clusters
  Score: Raw -377008.378707 + Penalty 2705.960623 = -374302.418084
  nChanged 8
		SP:Iteration 28Q (61470.090000 sec): 3 clusters
  Score: Raw -377010.958677 + Penalty 2705.960623 = -374304.998054
  nChanged 7
		SP:Iteration 29Q (61470.250000 sec): 3 clusters
  Score: Raw -377012.344151 + Penalty 2705.960623 = -374306.383528
  nChanged 3
		SP:Iteration 30Q (61470.420000 sec): 3 clusters
  Score: Raw -377013.014826 + Penalty 2705.960623 = -374307.054203
  nChanged 1
		SP:Iteration 31Q (61470.590000 sec): 3 clusters
  Score: Raw -377013.161474 + Penalty 2705.960623 = -374307.200851
  nChanged 2
		SP:Iteration 32Q (61470.750000 sec): 3 clusters
  Score: Raw -377013.398423 + Penalty 2705.960623 = -374307.437800
  nChanged 0
		SP:Iteration 33F (61470.860000 sec): 3 clusters
  Score: Raw -377013.398423 + Penalty 2705.960623 = -374307.437800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61471.010000 sec): 2 clusters
  Score: Raw -436982.503806 + Penalty 1356.675863 = -435625.827944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61471.190000 sec): 3 clusters
  Score: Raw -434826.156236 + Penalty 2713.351725 = -432112.804510
  nChanged 1669
		SP:Iteration 1F (61471.350000 sec): 3 clusters
  Score: Raw -435819.068679 + Penalty 2713.351725 = -433105.716954
  nChanged 313
		SP:Iteration 2F (61471.510000 sec): 3 clusters
  Score: Raw -435990.299135 + Penalty 2713.351725 = -433276.947409
  nChanged 206
		SP:Iteration 3Q (61471.670000 sec): 3 clusters
  Score: Raw -436105.308307 + Penalty 2713.351725 = -433391.956582
  nChanged 174
		SP:Iteration 4Q (61471.830000 sec): 3 clusters
  Score: Raw -436191.437896 + Penalty 2713.351725 = -433478.086171
  nChanged 130
		SP:Iteration 5Q (61471.990000 sec): 3 clusters
  Score: Raw -436249.953952 + Penalty 2713.351725 = -433536.602226
  nChanged 113
		SP:Iteration 6Q (61472.170000 sec): 3 clusters
  Score: Raw -436296.999538 + Penalty 2713.351725 = -433583.647813
  nChanged 101
		SP:Iteration 7Q (61472.310000 sec): 3 clusters
  Score: Raw -436335.586214 + Penalty 2713.351725 = -433622.234488
  nChanged 80
		SP:Iteration 8Q (61472.480000 sec): 3 clusters
  Score: Raw -436372.091893 + Penalty 2713.351725 = -433658.740167
  nChanged 84
		SP:Iteration 9Q (61472.660000 sec): 3 clusters
  Score: Raw -436411.456114 + Penalty 2713.351725 = -433698.104389
  nChanged 87
		SP:Iteration 10Q (61472.850000 sec): 3 clusters
  Score: Raw -436445.169782 + Penalty 2713.351725 = -433731.818056
  nChanged 68
		SP:Iteration 11Q (61473.010000 sec): 3 clusters
  Score: Raw -436468.844822 + Penalty 2713.351725 = -433755.493096
  nChanged 58
		SP:Iteration 12Q (61473.190000 sec): 3 clusters
  Score: Raw -436491.831774 + Penalty 2713.351725 = -433778.480048
  nChanged 56
		SP:Iteration 13Q (61473.360000 sec): 3 clusters
  Score: Raw -436512.719716 + Penalty 2713.351725 = -433799.367990
  nChanged 51
		SP:Iteration 14Q (61473.540000 sec): 3 clusters
  Score: Raw -436530.747387 + Penalty 2713.351725 = -433817.395661
  nChanged 53
		SP:Iteration 15Q (61473.760000 sec): 3 clusters
  Score: Raw -436550.055268 + Penalty 2713.351725 = -433836.703543
  nChanged 56
		SP:Iteration 16Q (61473.930000 sec): 3 clusters
  Score: Raw -436576.180398 + Penalty 2713.351725 = -433862.828672
  nChanged 60
		SP:Iteration 17Q (61474.110000 sec): 3 clusters
  Score: Raw -436602.226824 + Penalty 2713.351725 = -433888.875099
  nChanged 55
		SP:Iteration 18Q (61474.300000 sec): 3 clusters
  Score: Raw -436629.649044 + Penalty 2713.351725 = -433916.297319
  nChanged 61
		SP:Iteration 19Q (61474.500000 sec): 3 clusters
  Score: Raw -436661.762267 + Penalty 2713.351725 = -433948.410542
  nChanged 59
		SP:Iteration 20F (61474.680000 sec): 3 clusters
  Score: Raw -436693.315801 + Penalty 2713.351725 = -433979.964075
  nChanged 52
		SP:Iteration 21Q (61474.840000 sec): 3 clusters
  Score: Raw -436724.211333 + Penalty 2713.351725 = -434010.859608
  nChanged 51
		SP:Iteration 22Q (61475.030000 sec): 3 clusters
  Score: Raw -436754.941179 + Penalty 2713.351725 = -434041.589454
  nChanged 51
		SP:Iteration 23Q (61475.220000 sec): 3 clusters
  Score: Raw -436784.148942 + Penalty 2713.351725 = -434070.797216
  nChanged 57
		SP:Iteration 24Q (61475.400000 sec): 3 clusters
  Score: Raw -436815.811619 + Penalty 2713.351725 = -434102.459893
  nChanged 53
		SP:Iteration 25Q (61475.560000 sec): 3 clusters
  Score: Raw -436850.605702 + Penalty 2713.351725 = -434137.253976
  nChanged 51
		SP:Iteration 26Q (61475.750000 sec): 3 clusters
  Score: Raw -436883.519575 + Penalty 2713.351725 = -434170.167849
  nChanged 49
		SP:Iteration 27Q (61475.920000 sec): 3 clusters
  Score: Raw -436911.789433 + Penalty 2713.351725 = -434198.437708
  nChanged 52
		SP:Iteration 28Q (61476.090000 sec): 3 clusters
  Score: Raw -436942.122434 + Penalty 2713.351725 = -434228.770708
  nChanged 41
		SP:Iteration 29Q (61476.270000 sec): 3 clusters
  Score: Raw -436970.652271 + Penalty 2713.351725 = -434257.300545
  nChanged 38
		SP:Iteration 30Q (61476.490000 sec): 3 clusters
  Score: Raw -436996.058926 + Penalty 2713.351725 = -434282.707200
  nChanged 33
		SP:Iteration 31Q (61476.720000 sec): 3 clusters
  Score: Raw -437020.484897 + Penalty 2713.351725 = -434307.133172
  nChanged 32
		SP:Iteration 32Q (61476.880000 sec): 3 clusters
  Score: Raw -437042.758321 + Penalty 2713.351725 = -434329.406596
  nChanged 37
		SP:Iteration 33Q (61477.100000 sec): 3 clusters
  Score: Raw -437067.091883 + Penalty 2713.351725 = -434353.740158
  nChanged 28
		SP:Iteration 34Q (61477.310000 sec): 3 clusters
  Score: Raw -437086.170193 + Penalty 2713.351725 = -434372.818468
  nChanged 17
		SP:Iteration 35Q (61477.500000 sec): 3 clusters
  Score: Raw -437096.271677 + Penalty 2713.351725 = -434382.919952
  nChanged 13
		SP:Iteration 36Q (61477.690000 sec): 3 clusters
  Score: Raw -437106.403240 + Penalty 2713.351725 = -434393.051514
  nChanged 11
		SP:Iteration 37Q (61477.900000 sec): 3 clusters
  Score: Raw -437113.247045 + Penalty 2713.351725 = -434399.895319
  nChanged 11
		SP:Iteration 38Q (61478.160000 sec): 3 clusters
  Score: Raw -437122.135220 + Penalty 2713.351725 = -434408.783495
  nChanged 10
		SP:Iteration 39Q (61478.360000 sec): 3 clusters
  Score: Raw -437130.222387 + Penalty 2713.351725 = -434416.870662
  nChanged 6
		SP:Iteration 40F (61478.520000 sec): 3 clusters
  Score: Raw -437136.781996 + Penalty 2713.351725 = -434423.430270
  nChanged 4
		SP:Iteration 41Q (61478.710000 sec): 3 clusters
  Score: Raw -437139.858478 + Penalty 2713.351725 = -434426.506753
  nChanged 1
		SP:Iteration 42Q (61478.900000 sec): 3 clusters
  Score: Raw -437140.346367 + Penalty 2713.351725 = -434426.994642
  nChanged 3
		SP:Iteration 43Q (61479.060000 sec): 3 clusters
  Score: Raw -437141.856749 + Penalty 2713.351725 = -434428.505024
  nChanged 2
		SP:Iteration 44Q (61479.220000 sec): 3 clusters
  Score: Raw -437142.693473 + Penalty 2713.351725 = -434429.341747
  nChanged 2
		SP:Iteration 45Q (61479.380000 sec): 3 clusters
  Score: Raw -437143.631909 + Penalty 2713.351725 = -434430.280184
  nChanged 0
		SP:Iteration 46F (61479.590000 sec): 3 clusters
  Score: Raw -437143.631909 + Penalty 2713.351725 = -434430.280184
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61479.690000 sec): 2 clusters
  Score: Raw -436698.537004 + Penalty 1368.861203 = -435329.675801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61479.840000 sec): 3 clusters
  Score: Raw -434373.098895 + Penalty 2737.722405 = -431635.376489
  nChanged 1827
		SP:Iteration 1F (61480.020000 sec): 3 clusters
  Score: Raw -435488.692133 + Penalty 2737.722405 = -432750.969728
  nChanged 333
		SP:Iteration 2F (61480.180000 sec): 3 clusters
  Score: Raw -435655.256890 + Penalty 2737.722405 = -432917.534484
  nChanged 218
		SP:Iteration 3Q (61480.400000 sec): 3 clusters
  Score: Raw -435750.170836 + Penalty 2737.722405 = -433012.448431
  nChanged 152
		SP:Iteration 4Q (61480.600000 sec): 3 clusters
  Score: Raw -435816.029808 + Penalty 2737.722405 = -433078.307403
  nChanged 154
		SP:Iteration 5Q (61480.840000 sec): 3 clusters
  Score: Raw -435887.326209 + Penalty 2737.722405 = -433149.603804
  nChanged 126
		SP:Iteration 6Q (61481.020000 sec): 3 clusters
  Score: Raw -435948.840428 + Penalty 2737.722405 = -433211.118023
  nChanged 121
		SP:Iteration 7Q (61481.190000 sec): 3 clusters
  Score: Raw -436010.514097 + Penalty 2737.722405 = -433272.791692
  nChanged 111
		SP:Iteration 8Q (61481.380000 sec): 3 clusters
  Score: Raw -436073.718944 + Penalty 2737.722405 = -433335.996539
  nChanged 133
		SP:Iteration 9Q (61481.640000 sec): 3 clusters
  Score: Raw -436158.778978 + Penalty 2737.722405 = -433421.056573
  nChanged 151
		SP:Iteration 10Q (61481.810000 sec): 3 clusters
  Score: Raw -436247.978217 + Penalty 2737.722405 = -433510.255812
  nChanged 124
		SP:Iteration 11Q (61482.030000 sec): 3 clusters
  Score: Raw -436321.591526 + Penalty 2737.722405 = -433583.869120
  nChanged 137
		SP:Iteration 12Q (61482.300000 sec): 3 clusters
  Score: Raw -436403.932379 + Penalty 2737.722405 = -433666.209974
  nChanged 119
		SP:Iteration 13Q (61482.490000 sec): 3 clusters
  Score: Raw -436479.100727 + Penalty 2737.722405 = -433741.378322
  nChanged 125
		SP:Iteration 14Q (61482.700000 sec): 3 clusters
  Score: Raw -436557.417202 + Penalty 2737.722405 = -433819.694797
  nChanged 135
		SP:Iteration 15Q (61482.920000 sec): 3 clusters
  Score: Raw -436658.081802 + Penalty 2737.722405 = -433920.359397
  nChanged 147
		SP:Iteration 16Q (61483.080000 sec): 3 clusters
  Score: Raw -436774.535238 + Penalty 2737.722405 = -434036.812833
  nChanged 150
		SP:Iteration 17Q (61483.260000 sec): 3 clusters
  Score: Raw -436876.488688 + Penalty 2737.722405 = -434138.766283
  nChanged 131
		SP:Iteration 18Q (61483.490000 sec): 3 clusters
  Score: Raw -436965.171595 + Penalty 2737.722405 = -434227.449190
  nChanged 118
		SP:Iteration 19Q (61483.650000 sec): 3 clusters
  Score: Raw -437045.964360 + Penalty 2737.722405 = -434308.241955
  nChanged 114
		SP:Iteration 20F (61483.890000 sec): 3 clusters
  Score: Raw -437129.370527 + Penalty 2737.722405 = -434391.648122
  nChanged 110
		SP:Iteration 21Q (61484.040000 sec): 3 clusters
  Score: Raw -437219.971354 + Penalty 2737.722405 = -434482.248949
  nChanged 99
		SP:Iteration 22Q (61484.210000 sec): 3 clusters
  Score: Raw -437301.234383 + Penalty 2737.722405 = -434563.511978
  nChanged 74
		SP:Iteration 23Q (61484.370000 sec): 3 clusters
  Score: Raw -437362.039200 + Penalty 2737.722405 = -434624.316794
  nChanged 64
		SP:Iteration 24Q (61484.560000 sec): 3 clusters
  Score: Raw -437403.812898 + Penalty 2737.722405 = -434666.090493
  nChanged 55
		SP:Iteration 25Q (61484.720000 sec): 3 clusters
  Score: Raw -437434.883201 + Penalty 2737.722405 = -434697.160796
  nChanged 48
		SP:Iteration 26Q (61484.880000 sec): 3 clusters
  Score: Raw -437462.394204 + Penalty 2737.722405 = -434724.671798
  nChanged 35
		SP:Iteration 27Q (61485.150000 sec): 3 clusters
  Score: Raw -437478.088157 + Penalty 2737.722405 = -434740.365752
  nChanged 27
		SP:Iteration 28Q (61485.330000 sec): 3 clusters
  Score: Raw -437485.957662 + Penalty 2737.722405 = -434748.235257
  nChanged 15
		SP:Iteration 29Q (61485.560000 sec): 3 clusters
  Score: Raw -437489.157172 + Penalty 2737.722405 = -434751.434767
  nChanged 11
		SP:Iteration 30Q (61485.730000 sec): 3 clusters
  Score: Raw -437492.692492 + Penalty 2737.722405 = -434754.970087
  nChanged 13
		SP:Iteration 31Q (61485.930000 sec): 3 clusters
  Score: Raw -437495.885452 + Penalty 2737.722405 = -434758.163047
  nChanged 6
		SP:Iteration 32Q (61486.080000 sec): 3 clusters
  Score: Raw -437497.223462 + Penalty 2737.722405 = -434759.501057
  nChanged 8
		SP:Iteration 33Q (61486.260000 sec): 3 clusters
  Score: Raw -437498.868319 + Penalty 2737.722405 = -434761.145914
  nChanged 5
		SP:Iteration 34Q (61486.420000 sec): 3 clusters
  Score: Raw -437499.937576 + Penalty 2737.722405 = -434762.215171
  nChanged 4
		SP:Iteration 35Q (61486.640000 sec): 3 clusters
  Score: Raw -437500.374121 + Penalty 2737.722405 = -434762.651716
  nChanged 2
		SP:Iteration 36Q (61486.790000 sec): 3 clusters
  Score: Raw -437500.886836 + Penalty 2737.722405 = -434763.164430
  nChanged 1
		SP:Iteration 37Q (61487.000000 sec): 3 clusters
  Score: Raw -437501.634238 + Penalty 2737.722405 = -434763.911833
  nChanged 1
		SP:Iteration 38Q (61487.160000 sec): 3 clusters
  Score: Raw -437501.835234 + Penalty 2737.722405 = -434764.112829
  nChanged 1
		SP:Iteration 39Q (61487.360000 sec): 3 clusters
  Score: Raw -437502.050412 + Penalty 2737.722405 = -434764.328007
  nChanged 0
		SP:Iteration 40F (61487.560000 sec): 3 clusters
  Score: Raw -437502.050412 + Penalty 2737.722405 = -434764.328007
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10563 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61487.700000 sec): 2 clusters
  Score: Raw -1066000.512426 + Penalty 1505.580799 = -1064494.931627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61487.890000 sec): 3 clusters
  Score: Raw -1060030.114917 + Penalty 3011.161598 = -1057018.953320
  nChanged 4589
		SP:Iteration 1F (61488.160000 sec): 3 clusters
  Score: Raw -1062457.938195 + Penalty 3011.161598 = -1059446.776598
  nChanged 680
		SP:Iteration 2F (61488.350000 sec): 3 clusters
  Score: Raw -1062769.093917 + Penalty 3011.161598 = -1059757.932320
  nChanged 549
		SP:Iteration 3F (61488.560000 sec): 3 clusters
  Score: Raw -1063006.378714 + Penalty 3011.161598 = -1059995.217117
  nChanged 445
		SP:Iteration 4Q (61488.810000 sec): 3 clusters
  Score: Raw -1063187.471628 + Penalty 3011.161598 = -1060176.310030
  nChanged 401
		SP:Iteration 5Q (61489.060000 sec): 3 clusters
  Score: Raw -1063370.483751 + Penalty 3011.161598 = -1060359.322153
  nChanged 388
		SP:Iteration 6Q (61489.280000 sec): 3 clusters
  Score: Raw -1063561.136790 + Penalty 3011.161598 = -1060549.975192
  nChanged 403
		SP:Iteration 7Q (61489.500000 sec): 3 clusters
  Score: Raw -1063765.784178 + Penalty 3011.161598 = -1060754.622581
  nChanged 372
		SP:Iteration 8Q (61489.680000 sec): 3 clusters
  Score: Raw -1063988.623237 + Penalty 3011.161598 = -1060977.461639
  nChanged 426
		SP:Iteration 9Q (61489.900000 sec): 3 clusters
  Score: Raw -1064260.440178 + Penalty 3011.161598 = -1061249.278581
  nChanged 433
		SP:Iteration 10Q (61490.100000 sec): 3 clusters
  Score: Raw -1064564.470754 + Penalty 3011.161598 = -1061553.309156
  nChanged 403
		SP:Iteration 11Q (61490.320000 sec): 3 clusters
  Score: Raw -1064824.976198 + Penalty 3011.161598 = -1061813.814601
  nChanged 355
		SP:Iteration 12Q (61490.550000 sec): 3 clusters
  Score: Raw -1065059.213863 + Penalty 3011.161598 = -1062048.052265
  nChanged 327
		SP:Iteration 13Q (61490.810000 sec): 3 clusters
  Score: Raw -1065295.002607 + Penalty 3011.161598 = -1062283.841009
  nChanged 301
		SP:Iteration 14Q (61491.010000 sec): 3 clusters
  Score: Raw -1065494.203203 + Penalty 3011.161598 = -1062483.041605
  nChanged 230
		SP:Iteration 15Q (61491.220000 sec): 3 clusters
  Score: Raw -1065635.100715 + Penalty 3011.161598 = -1062623.939118
  nChanged 198
		SP:Iteration 16Q (61491.460000 sec): 3 clusters
  Score: Raw -1065756.432808 + Penalty 3011.161598 = -1062745.271211
  nChanged 159
		SP:Iteration 17Q (61491.660000 sec): 3 clusters
  Score: Raw -1065859.739988 + Penalty 3011.161598 = -1062848.578391
  nChanged 124
		SP:Iteration 18Q (61491.940000 sec): 3 clusters
  Score: Raw -1065935.168951 + Penalty 3011.161598 = -1062924.007353
  nChanged 91
		SP:Iteration 19Q (61492.180000 sec): 3 clusters
  Score: Raw -1065984.405809 + Penalty 3011.161598 = -1062973.244211
  nChanged 69
		SP:Iteration 20F (61492.420000 sec): 3 clusters
  Score: Raw -1066030.535692 + Penalty 3011.161598 = -1063019.374095
  nChanged 48
		SP:Iteration 21Q (61492.600000 sec): 3 clusters
  Score: Raw -1066066.180886 + Penalty 3011.161598 = -1063055.019288
  nChanged 49
		SP:Iteration 22Q (61492.760000 sec): 3 clusters
  Score: Raw -1066105.707721 + Penalty 3011.161598 = -1063094.546124
  nChanged 42
		SP:Iteration 23Q (61492.960000 sec): 3 clusters
  Score: Raw -1066132.204995 + Penalty 3011.161598 = -1063121.043397
  nChanged 26
		SP:Iteration 24Q (61493.160000 sec): 3 clusters
  Score: Raw -1066149.119102 + Penalty 3011.161598 = -1063137.957505
  nChanged 21
		SP:Iteration 25Q (61493.340000 sec): 3 clusters
  Score: Raw -1066164.135001 + Penalty 3011.161598 = -1063152.973404
  nChanged 21
		SP:Iteration 26Q (61493.530000 sec): 3 clusters
  Score: Raw -1066180.016888 + Penalty 3011.161598 = -1063168.855291
  nChanged 20
		SP:Iteration 27Q (61493.720000 sec): 3 clusters
  Score: Raw -1066195.443314 + Penalty 3011.161598 = -1063184.281716
  nChanged 18
		SP:Iteration 28Q (61493.880000 sec): 3 clusters
  Score: Raw -1066208.146982 + Penalty 3011.161598 = -1063196.985385
  nChanged 13
		SP:Iteration 29Q (61494.120000 sec): 3 clusters
  Score: Raw -1066214.868192 + Penalty 3011.161598 = -1063203.706594
  nChanged 8
		SP:Iteration 30Q (61494.330000 sec): 3 clusters
  Score: Raw -1066219.514517 + Penalty 3011.161598 = -1063208.352919
  nChanged 2
		SP:Iteration 31Q (61494.560000 sec): 3 clusters
  Score: Raw -1066220.961199 + Penalty 3011.161598 = -1063209.799601
  nChanged 1
		SP:Iteration 32Q (61494.770000 sec): 3 clusters
  Score: Raw -1066221.190543 + Penalty 3011.161598 = -1063210.028946
  nChanged 0
		SP:Iteration 33F (61494.960000 sec): 3 clusters
  Score: Raw -1066221.190543 + Penalty 3011.161598 = -1063210.028946
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61495.040000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61495.240000 sec): 3 clusters
  Score: Raw -53966.181707 + Penalty 2038.685027 = -51927.496680
  nChanged 125
		SP:Iteration 1F (61495.410000 sec): 3 clusters
  Score: Raw -54134.760097 + Penalty 2038.685027 = -52096.075070
  nChanged 44
		SP:Iteration 2F (61495.530000 sec): 3 clusters
  Score: Raw -54200.632394 + Penalty 2038.685027 = -52161.947367
  nChanged 14
		SP:Iteration 3Q (61495.700000 sec): 3 clusters
  Score: Raw -54222.595997 + Penalty 2038.685027 = -52183.910970
  nChanged 7
		SP:Iteration 4Q (61495.820000 sec): 3 clusters
  Score: Raw -54236.239374 + Penalty 2038.685027 = -52197.554347
  nChanged 3
		SP:Iteration 5Q (61496.030000 sec): 3 clusters
  Score: Raw -54239.023264 + Penalty 2038.685027 = -52200.338237
  nChanged 3
		SP:Iteration 6Q (61496.220000 sec): 3 clusters
  Score: Raw -54254.958150 + Penalty 2038.685027 = -52216.273123
  nChanged 2
		SP:Iteration 7Q (61496.450000 sec): 3 clusters
  Score: Raw -54259.868704 + Penalty 2038.685027 = -52221.183677
  nChanged 3
		SP:Iteration 8Q (61496.580000 sec): 3 clusters
  Score: Raw -54294.311266 + Penalty 2038.685027 = -52255.626239
  nChanged 8
		SP:Iteration 9Q (61496.770000 sec): 3 clusters
  Score: Raw -54304.800827 + Penalty 2038.685027 = -52266.115800
  nChanged 3
		SP:Iteration 10Q (61496.960000 sec): 3 clusters
  Score: Raw -54309.723740 + Penalty 2038.685027 = -52271.038713
  nChanged 3
		SP:Iteration 11Q (61497.090000 sec): 3 clusters
  Score: Raw -54312.782746 + Penalty 2038.685027 = -52274.097719
  nChanged 1
		SP:Iteration 12Q (61497.250000 sec): 3 clusters
  Score: Raw -54313.557103 + Penalty 2038.685027 = -52274.872076
  nChanged 0
		SP:Iteration 13F (61497.430000 sec): 3 clusters
  Score: Raw -54313.557103 + Penalty 2038.685027 = -52274.872076
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61497.550000 sec): 2 clusters
  Score: Raw -228003.646435 + Penalty 1253.126709 = -226750.519726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61497.730000 sec): 3 clusters
  Score: Raw -227021.167561 + Penalty 2506.253418 = -224514.914143
  nChanged 794
		SP:Iteration 1F (61497.930000 sec): 3 clusters
  Score: Raw -227504.768727 + Penalty 2506.253418 = -224998.515309
  nChanged 166
		SP:Iteration 2F (61498.120000 sec): 3 clusters
  Score: Raw -227609.952688 + Penalty 2506.253418 = -225103.699270
  nChanged 95
		SP:Iteration 3Q (61498.300000 sec): 3 clusters
  Score: Raw -227670.581551 + Penalty 2506.253418 = -225164.328133
  nChanged 80
		SP:Iteration 4Q (61498.460000 sec): 3 clusters
  Score: Raw -227715.708453 + Penalty 2506.253418 = -225209.455035
  nChanged 59
		SP:Iteration 5Q (61498.600000 sec): 3 clusters
  Score: Raw -227750.718482 + Penalty 2506.253418 = -225244.465064
  nChanged 47
		SP:Iteration 6Q (61498.790000 sec): 3 clusters
  Score: Raw -227784.865596 + Penalty 2506.253418 = -225278.612178
  nChanged 52
		SP:Iteration 7Q (61498.950000 sec): 3 clusters
  Score: Raw -227812.109316 + Penalty 2506.253418 = -225305.855898
  nChanged 36
		SP:Iteration 8Q (61499.140000 sec): 3 clusters
  Score: Raw -227831.695691 + Penalty 2506.253418 = -225325.442272
  nChanged 32
		SP:Iteration 9Q (61499.290000 sec): 3 clusters
  Score: Raw -227848.179164 + Penalty 2506.253418 = -225341.925746
  nChanged 29
		SP:Iteration 10Q (61499.430000 sec): 3 clusters
  Score: Raw -227861.739016 + Penalty 2506.253418 = -225355.485597
  nChanged 30
		SP:Iteration 11Q (61499.620000 sec): 3 clusters
  Score: Raw -227874.503447 + Penalty 2506.253418 = -225368.250028
  nChanged 30
		SP:Iteration 12Q (61499.790000 sec): 3 clusters
  Score: Raw -227887.061243 + Penalty 2506.253418 = -225380.807825
  nChanged 27
		SP:Iteration 13Q (61499.980000 sec): 3 clusters
  Score: Raw -227899.006977 + Penalty 2506.253418 = -225392.753559
  nChanged 24
		SP:Iteration 14Q (61500.140000 sec): 3 clusters
  Score: Raw -227909.006580 + Penalty 2506.253418 = -225402.753162
  nChanged 17
		SP:Iteration 15Q (61500.330000 sec): 3 clusters
  Score: Raw -227916.164233 + Penalty 2506.253418 = -225409.910815
  nChanged 21
		SP:Iteration 16Q (61500.530000 sec): 3 clusters
  Score: Raw -227925.728785 + Penalty 2506.253418 = -225419.475367
  nChanged 15
		SP:Iteration 17Q (61500.730000 sec): 3 clusters
  Score: Raw -227933.017667 + Penalty 2506.253418 = -225426.764249
  nChanged 16
		SP:Iteration 18Q (61500.850000 sec): 3 clusters
  Score: Raw -227940.090888 + Penalty 2506.253418 = -225433.837470
  nChanged 14
		SP:Iteration 19Q (61501.000000 sec): 3 clusters
  Score: Raw -227945.119403 + Penalty 2506.253418 = -225438.865985
  nChanged 19
		SP:Iteration 20F (61501.220000 sec): 3 clusters
  Score: Raw -227953.052554 + Penalty 2506.253418 = -225446.799136
  nChanged 13
		SP:Iteration 21Q (61501.400000 sec): 3 clusters
  Score: Raw -227957.747657 + Penalty 2506.253418 = -225451.494238
  nChanged 17
		SP:Iteration 22Q (61501.580000 sec): 3 clusters
  Score: Raw -227967.111123 + Penalty 2506.253418 = -225460.857705
  nChanged 13
		SP:Iteration 23Q (61501.760000 sec): 3 clusters
  Score: Raw -227972.164480 + Penalty 2506.253418 = -225465.911062
  nChanged 14
		SP:Iteration 24Q (61501.940000 sec): 3 clusters
  Score: Raw -227978.701942 + Penalty 2506.253418 = -225472.448524
  nChanged 22
		SP:Iteration 25Q (61502.120000 sec): 3 clusters
  Score: Raw -227990.179375 + Penalty 2506.253418 = -225483.925957
  nChanged 26
		SP:Iteration 26Q (61502.310000 sec): 3 clusters
  Score: Raw -228006.235927 + Penalty 2506.253418 = -225499.982509
  nChanged 29
		SP:Iteration 27Q (61502.470000 sec): 3 clusters
  Score: Raw -228024.790431 + Penalty 2506.253418 = -225518.537012
  nChanged 32
		SP:Iteration 28Q (61502.670000 sec): 3 clusters
  Score: Raw -228047.679845 + Penalty 2506.253418 = -225541.426427
  nChanged 31
		SP:Iteration 29Q (61502.860000 sec): 3 clusters
  Score: Raw -228071.682056 + Penalty 2506.253418 = -225565.428638
  nChanged 34
		SP:Iteration 30Q (61503.080000 sec): 3 clusters
  Score: Raw -228093.368255 + Penalty 2506.253418 = -225587.114837
  nChanged 31
		SP:Iteration 31Q (61503.320000 sec): 3 clusters
  Score: Raw -228113.695259 + Penalty 2506.253418 = -225607.441840
  nChanged 26
		SP:Iteration 32Q (61503.500000 sec): 3 clusters
  Score: Raw -228130.538761 + Penalty 2506.253418 = -225624.285343
  nChanged 25
		SP:Iteration 33Q (61503.730000 sec): 3 clusters
  Score: Raw -228147.930662 + Penalty 2506.253418 = -225641.677243
  nChanged 22
		SP:Iteration 34Q (61503.910000 sec): 3 clusters
  Score: Raw -228163.212354 + Penalty 2506.253418 = -225656.958936
  nChanged 25
		SP:Iteration 35Q (61504.110000 sec): 3 clusters
  Score: Raw -228178.535546 + Penalty 2506.253418 = -225672.282127
  nChanged 18
		SP:Iteration 36Q (61504.280000 sec): 3 clusters
  Score: Raw -228189.742212 + Penalty 2506.253418 = -225683.488793
  nChanged 14
		SP:Iteration 37Q (61504.470000 sec): 3 clusters
  Score: Raw -228202.522845 + Penalty 2506.253418 = -225696.269426
  nChanged 9
		SP:Iteration 38Q (61504.670000 sec): 3 clusters
  Score: Raw -228209.527438 + Penalty 2506.253418 = -225703.274020
  nChanged 11
		SP:Iteration 39Q (61504.880000 sec): 3 clusters
  Score: Raw -228222.442251 + Penalty 2506.253418 = -225716.188832
  nChanged 17
		SP:Iteration 40F (61505.080000 sec): 3 clusters
  Score: Raw -228240.904470 + Penalty 2506.253418 = -225734.651052
  nChanged 13
		SP:Iteration 41Q (61505.220000 sec): 3 clusters
  Score: Raw -228250.381181 + Penalty 2506.253418 = -225744.127763
  nChanged 8
		SP:Iteration 42Q (61505.440000 sec): 3 clusters
  Score: Raw -228257.316785 + Penalty 2506.253418 = -225751.063366
  nChanged 6
		SP:Iteration 43Q (61505.640000 sec): 3 clusters
  Score: Raw -228262.603071 + Penalty 2506.253418 = -225756.349653
  nChanged 7
		SP:Iteration 44Q (61505.820000 sec): 3 clusters
  Score: Raw -228265.831006 + Penalty 2506.253418 = -225759.577588
  nChanged 0
		SP:Iteration 45F (61505.990000 sec): 3 clusters
  Score: Raw -228265.831006 + Penalty 2506.253418 = -225759.577588
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61506.120000 sec): 2 clusters
  Score: Raw -213619.281342 + Penalty 1243.924020 = -212375.357322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61506.310000 sec): 3 clusters
  Score: Raw -212665.827381 + Penalty 2487.848041 = -210177.979340
  nChanged 753
		SP:Iteration 1F (61506.540000 sec): 3 clusters
  Score: Raw -213133.968122 + Penalty 2487.848041 = -210646.120081
  nChanged 180
		SP:Iteration 2F (61506.750000 sec): 3 clusters
  Score: Raw -213276.938112 + Penalty 2487.848041 = -210789.090072
  nChanged 116
		SP:Iteration 3F (61506.920000 sec): 3 clusters
  Score: Raw -213361.575114 + Penalty 2487.848041 = -210873.727074
  nChanged 88
		SP:Iteration 4Q (61507.130000 sec): 3 clusters
  Score: Raw -213431.174123 + Penalty 2487.848041 = -210943.326082
  nChanged 68
		SP:Iteration 5Q (61507.310000 sec): 3 clusters
  Score: Raw -213489.281588 + Penalty 2487.848041 = -211001.433548
  nChanged 64
		SP:Iteration 6Q (61507.510000 sec): 3 clusters
  Score: Raw -213546.495371 + Penalty 2487.848041 = -211058.647331
  nChanged 71
		SP:Iteration 7Q (61507.710000 sec): 3 clusters
  Score: Raw -213602.251869 + Penalty 2487.848041 = -211114.403829
  nChanged 55
		SP:Iteration 8Q (61507.900000 sec): 3 clusters
  Score: Raw -213637.753628 + Penalty 2487.848041 = -211149.905587
  nChanged 43
		SP:Iteration 9Q (61508.070000 sec): 3 clusters
  Score: Raw -213665.519787 + Penalty 2487.848041 = -211177.671746
  nChanged 47
		SP:Iteration 10Q (61508.260000 sec): 3 clusters
  Score: Raw -213692.781418 + Penalty 2487.848041 = -211204.933378
  nChanged 38
		SP:Iteration 11Q (61508.410000 sec): 3 clusters
  Score: Raw -213716.783937 + Penalty 2487.848041 = -211228.935896
  nChanged 36
		SP:Iteration 12Q (61508.550000 sec): 3 clusters
  Score: Raw -213743.851582 + Penalty 2487.848041 = -211256.003541
  nChanged 39
		SP:Iteration 13Q (61508.760000 sec): 3 clusters
  Score: Raw -213778.654919 + Penalty 2487.848041 = -211290.806878
  nChanged 51
		SP:Iteration 14Q (61508.960000 sec): 3 clusters
  Score: Raw -213822.240462 + Penalty 2487.848041 = -211334.392422
  nChanged 57
		SP:Iteration 15Q (61509.120000 sec): 3 clusters
  Score: Raw -213879.302027 + Penalty 2487.848041 = -211391.453987
  nChanged 58
		SP:Iteration 16Q (61509.330000 sec): 3 clusters
  Score: Raw -213970.049899 + Penalty 2487.848041 = -211482.201859
  nChanged 67
		SP:Iteration 17Q (61509.500000 sec): 3 clusters
  Score: Raw -214061.045708 + Penalty 2487.848041 = -211573.197667
  nChanged 63
		SP:Iteration 18Q (61509.710000 sec): 3 clusters
  Score: Raw -214131.824513 + Penalty 2487.848041 = -211643.976473
  nChanged 59
		SP:Iteration 19Q (61509.840000 sec): 3 clusters
  Score: Raw -214191.581870 + Penalty 2487.848041 = -211703.733829
  nChanged 43
		SP:Iteration 20F (61510.040000 sec): 3 clusters
  Score: Raw -214234.814286 + Penalty 2487.848041 = -211746.966245
  nChanged 41
		SP:Iteration 21Q (61510.230000 sec): 3 clusters
  Score: Raw -214264.027131 + Penalty 2487.848041 = -211776.179090
  nChanged 25
		SP:Iteration 22Q (61510.350000 sec): 3 clusters
  Score: Raw -214278.851258 + Penalty 2487.848041 = -211791.003217
  nChanged 19
		SP:Iteration 23Q (61510.520000 sec): 3 clusters
  Score: Raw -214288.427497 + Penalty 2487.848041 = -211800.579456
  nChanged 12
		SP:Iteration 24Q (61510.650000 sec): 3 clusters
  Score: Raw -214298.012705 + Penalty 2487.848041 = -211810.164664
  nChanged 14
		SP:Iteration 25Q (61510.770000 sec): 3 clusters
  Score: Raw -214308.945073 + Penalty 2487.848041 = -211821.097033
  nChanged 12
		SP:Iteration 26Q (61510.900000 sec): 3 clusters
  Score: Raw -214316.303188 + Penalty 2487.848041 = -211828.455147
  nChanged 8
		SP:Iteration 27Q (61511.060000 sec): 3 clusters
  Score: Raw -214319.205281 + Penalty 2487.848041 = -211831.357241
  nChanged 4
		SP:Iteration 28Q (61511.230000 sec): 3 clusters
  Score: Raw -214322.329063 + Penalty 2487.848041 = -211834.481023
  nChanged 5
		SP:Iteration 29Q (61511.390000 sec): 3 clusters
  Score: Raw -214324.030427 + Penalty 2487.848041 = -211836.182386
  nChanged 6
		SP:Iteration 30Q (61511.560000 sec): 3 clusters
  Score: Raw -214327.298874 + Penalty 2487.848041 = -211839.450834
  nChanged 4
		SP:Iteration 31Q (61511.720000 sec): 3 clusters
  Score: Raw -214329.369596 + Penalty 2487.848041 = -211841.521556
  nChanged 2
		SP:Iteration 32Q (61511.890000 sec): 3 clusters
  Score: Raw -214330.094951 + Penalty 2487.848041 = -211842.246911
  nChanged 0
		SP:Iteration 33F (61512.080000 sec): 3 clusters
  Score: Raw -214330.094951 + Penalty 2487.848041 = -211842.246911
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61512.210000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61512.350000 sec): 3 clusters
  Score: Raw -47095.563438 + Penalty 1977.462309 = -45118.101129
  nChanged 101
		SP:Iteration 1F (61512.510000 sec): 3 clusters
  Score: Raw -47248.748597 + Penalty 1977.462309 = -45271.286288
  nChanged 23
		SP:Iteration 2F (61512.720000 sec): 3 clusters
  Score: Raw -47282.934492 + Penalty 1977.462309 = -45305.472183
  nChanged 8
		SP:Iteration 3Q (61512.930000 sec): 3 clusters
  Score: Raw -47296.248672 + Penalty 1977.462309 = -45318.786363
  nChanged 7
		SP:Iteration 4Q (61513.200000 sec): 3 clusters
  Score: Raw -47306.303774 + Penalty 1977.462309 = -45328.841465
  nChanged 2
		SP:Iteration 5Q (61513.410000 sec): 3 clusters
  Score: Raw -47309.444084 + Penalty 1977.462309 = -45331.981775
  nChanged 1
		SP:Iteration 6Q (61513.620000 sec): 3 clusters
  Score: Raw -47313.716133 + Penalty 1977.462309 = -45336.253824
  nChanged 0
		SP:Iteration 7F (61513.800000 sec): 3 clusters
  Score: Raw -47313.716133 + Penalty 1977.462309 = -45336.253824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61513.900000 sec): 2 clusters
  Score: Raw -73071.025905 + Penalty 1102.290345 = -71968.735560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61514.070000 sec): 3 clusters
  Score: Raw -72966.156998 + Penalty 2204.580690 = -70761.576308
  nChanged 261
		SP:Iteration 1F (61514.250000 sec): 3 clusters
  Score: Raw -73445.172498 + Penalty 2204.580690 = -71240.591808
  nChanged 87
		SP:Iteration 2F (61514.420000 sec): 3 clusters
  Score: Raw -73645.807870 + Penalty 2204.580690 = -71441.227180
  nChanged 46
		SP:Iteration 3F (61514.550000 sec): 3 clusters
  Score: Raw -73735.636340 + Penalty 2204.580690 = -71531.055649
  nChanged 23
		SP:Iteration 4Q (61514.760000 sec): 3 clusters
  Score: Raw -73785.401880 + Penalty 2204.580690 = -71580.821190
  nChanged 26
		SP:Iteration 5Q (61514.920000 sec): 3 clusters
  Score: Raw -73839.825773 + Penalty 2204.580690 = -71635.245083
  nChanged 18
		SP:Iteration 6Q (61515.140000 sec): 3 clusters
  Score: Raw -73878.743028 + Penalty 2204.580690 = -71674.162337
  nChanged 9
		SP:Iteration 7Q (61515.340000 sec): 3 clusters
  Score: Raw -73890.665086 + Penalty 2204.580690 = -71686.084395
  nChanged 7
		SP:Iteration 8Q (61515.510000 sec): 3 clusters
  Score: Raw -73900.428716 + Penalty 2204.580690 = -71695.848025
  nChanged 1
		SP:Iteration 9Q (61515.680000 sec): 3 clusters
  Score: Raw -73902.654456 + Penalty 2204.580690 = -71698.073766
  nChanged 1
		SP:Iteration 10Q (61515.850000 sec): 3 clusters
  Score: Raw -73903.981495 + Penalty 2204.580690 = -71699.400805
  nChanged 2
		SP:Iteration 11Q (61516.020000 sec): 3 clusters
  Score: Raw -73907.361149 + Penalty 2204.580690 = -71702.780459
  nChanged 0
		SP:Iteration 12F (61516.200000 sec): 3 clusters
  Score: Raw -73907.361149 + Penalty 2204.580690 = -71702.780459
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61516.280000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61516.450000 sec): 3 clusters
  Score: Raw -50522.205003 + Penalty 2018.445025 = -48503.759978
  nChanged 120
		SP:Iteration 1F (61516.620000 sec): 3 clusters
  Score: Raw -50712.071584 + Penalty 2018.445025 = -48693.626559
  nChanged 31
		SP:Iteration 2F (61516.820000 sec): 3 clusters
  Score: Raw -50766.440824 + Penalty 2018.445025 = -48747.995799
  nChanged 17
		SP:Iteration 3Q (61516.970000 sec): 3 clusters
  Score: Raw -50797.555043 + Penalty 2018.445025 = -48779.110018
  nChanged 11
		SP:Iteration 4Q (61517.140000 sec): 3 clusters
  Score: Raw -50823.991437 + Penalty 2018.445025 = -48805.546412
  nChanged 5
		SP:Iteration 5Q (61517.280000 sec): 3 clusters
  Score: Raw -50836.624684 + Penalty 2018.445025 = -48818.179659
  nChanged 4
		SP:Iteration 6Q (61517.460000 sec): 3 clusters
  Score: Raw -50841.816349 + Penalty 2018.445025 = -48823.371324
  nChanged 6
		SP:Iteration 7Q (61517.680000 sec): 3 clusters
  Score: Raw -50851.082082 + Penalty 2018.445025 = -48832.637057
  nChanged 6
		SP:Iteration 8Q (61517.810000 sec): 3 clusters
  Score: Raw -50869.655914 + Penalty 2018.445025 = -48851.210889
  nChanged 8
		SP:Iteration 9Q (61517.980000 sec): 3 clusters
  Score: Raw -50885.378200 + Penalty 2018.445025 = -48866.933175
  nChanged 5
		SP:Iteration 10Q (61518.180000 sec): 3 clusters
  Score: Raw -50895.077776 + Penalty 2018.445025 = -48876.632751
  nChanged 6
		SP:Iteration 11Q (61518.340000 sec): 3 clusters
  Score: Raw -50907.116957 + Penalty 2018.445025 = -48888.671932
  nChanged 3
		SP:Iteration 12Q (61518.500000 sec): 3 clusters
  Score: Raw -50911.079269 + Penalty 2018.445025 = -48892.634244
  nChanged 2
		SP:Iteration 13Q (61518.610000 sec): 3 clusters
  Score: Raw -50913.925101 + Penalty 2018.445025 = -48895.480076
  nChanged 3
		SP:Iteration 14Q (61518.790000 sec): 3 clusters
  Score: Raw -50920.898753 + Penalty 2018.445025 = -48902.453728
  nChanged 3
		SP:Iteration 15Q (61518.950000 sec): 3 clusters
  Score: Raw -50928.997023 + Penalty 2018.445025 = -48910.551998
  nChanged 0
		SP:Iteration 16F (61519.060000 sec): 3 clusters
  Score: Raw -50928.997023 + Penalty 2018.445025 = -48910.551998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61519.240000 sec): 2 clusters
  Score: Raw -395556.000608 + Penalty 1354.039203 = -394201.961406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61519.470000 sec): 3 clusters
  Score: Raw -393468.104275 + Penalty 2708.078405 = -390760.025869
  nChanged 1652
		SP:Iteration 1F (61519.680000 sec): 3 clusters
  Score: Raw -394450.501490 + Penalty 2708.078405 = -391742.423085
  nChanged 370
		SP:Iteration 2F (61519.920000 sec): 3 clusters
  Score: Raw -394714.031252 + Penalty 2708.078405 = -392005.952847
  nChanged 309
		SP:Iteration 3F (61520.090000 sec): 3 clusters
  Score: Raw -394971.447665 + Penalty 2708.078405 = -392263.369260
  nChanged 264
		SP:Iteration 4F (61520.300000 sec): 3 clusters
  Score: Raw -395176.591641 + Penalty 2708.078405 = -392468.513236
  nChanged 216
		SP:Iteration 5F (61520.540000 sec): 3 clusters
  Score: Raw -395374.454888 + Penalty 2708.078405 = -392666.376483
  nChanged 232
		SP:Iteration 6F (61520.780000 sec): 3 clusters
  Score: Raw -395605.561291 + Penalty 2708.078405 = -392897.482886
  nChanged 224
		SP:Iteration 7F (61521.000000 sec): 3 clusters
  Score: Raw -395810.804924 + Penalty 2708.078405 = -393102.726518
  nChanged 181
		SP:Iteration 8Q (61521.230000 sec): 3 clusters
  Score: Raw -395962.756741 + Penalty 2708.078405 = -393254.678335
  nChanged 154
		SP:Iteration 9Q (61521.420000 sec): 3 clusters
  Score: Raw -396087.873298 + Penalty 2708.078405 = -393379.794892
  nChanged 138
		SP:Iteration 10Q (61521.630000 sec): 3 clusters
  Score: Raw -396198.425366 + Penalty 2708.078405 = -393490.346961
  nChanged 131
		SP:Iteration 11Q (61521.810000 sec): 3 clusters
  Score: Raw -396295.256673 + Penalty 2708.078405 = -393587.178268
  nChanged 100
		SP:Iteration 12Q (61521.910000 sec): 3 clusters
  Score: Raw -396352.555232 + Penalty 2708.078405 = -393644.476827
  nChanged 83
		SP:Iteration 13Q (61522.100000 sec): 3 clusters
  Score: Raw -396402.586220 + Penalty 2708.078405 = -393694.507814
  nChanged 77
		SP:Iteration 14Q (61522.280000 sec): 3 clusters
  Score: Raw -396447.605964 + Penalty 2708.078405 = -393739.527559
  nChanged 73
		SP:Iteration 15Q (61522.420000 sec): 3 clusters
  Score: Raw -396486.770872 + Penalty 2708.078405 = -393778.692467
  nChanged 64
		SP:Iteration 16Q (61522.560000 sec): 3 clusters
  Score: Raw -396517.667895 + Penalty 2708.078405 = -393809.589490
  nChanged 60
		SP:Iteration 17Q (61522.690000 sec): 3 clusters
  Score: Raw -396542.701906 + Penalty 2708.078405 = -393834.623501
  nChanged 46
		SP:Iteration 18Q (61522.880000 sec): 3 clusters
  Score: Raw -396563.180308 + Penalty 2708.078405 = -393855.101903
  nChanged 52
		SP:Iteration 19Q (61523.040000 sec): 3 clusters
  Score: Raw -396588.731535 + Penalty 2708.078405 = -393880.653130
  nChanged 52
		SP:Iteration 20F (61523.200000 sec): 3 clusters
  Score: Raw -396613.386759 + Penalty 2708.078405 = -393905.308354
  nChanged 50
		SP:Iteration 21Q (61523.350000 sec): 3 clusters
  Score: Raw -396638.059331 + Penalty 2708.078405 = -393929.980925
  nChanged 46
		SP:Iteration 22Q (61523.530000 sec): 3 clusters
  Score: Raw -396661.476603 + Penalty 2708.078405 = -393953.398198
  nChanged 42
		SP:Iteration 23Q (61523.780000 sec): 3 clusters
  Score: Raw -396679.165300 + Penalty 2708.078405 = -393971.086894
  nChanged 35
		SP:Iteration 24Q (61523.990000 sec): 3 clusters
  Score: Raw -396694.821465 + Penalty 2708.078405 = -393986.743060
  nChanged 33
		SP:Iteration 25Q (61524.160000 sec): 3 clusters
  Score: Raw -396708.250133 + Penalty 2708.078405 = -394000.171728
  nChanged 24
		SP:Iteration 26Q (61524.320000 sec): 3 clusters
  Score: Raw -396715.879556 + Penalty 2708.078405 = -394007.801151
  nChanged 19
		SP:Iteration 27Q (61524.480000 sec): 3 clusters
  Score: Raw -396723.106898 + Penalty 2708.078405 = -394015.028493
  nChanged 16
		SP:Iteration 28Q (61524.680000 sec): 3 clusters
  Score: Raw -396727.029130 + Penalty 2708.078405 = -394018.950725
  nChanged 12
		SP:Iteration 29Q (61524.870000 sec): 3 clusters
  Score: Raw -396729.657992 + Penalty 2708.078405 = -394021.579586
  nChanged 7
		SP:Iteration 30Q (61525.030000 sec): 3 clusters
  Score: Raw -396731.053485 + Penalty 2708.078405 = -394022.975080
  nChanged 8
		SP:Iteration 31Q (61525.170000 sec): 3 clusters
  Score: Raw -396732.664559 + Penalty 2708.078405 = -394024.586154
  nChanged 5
		SP:Iteration 32Q (61525.340000 sec): 3 clusters
  Score: Raw -396733.669595 + Penalty 2708.078405 = -394025.591190
  nChanged 6
		SP:Iteration 33Q (61525.530000 sec): 3 clusters
  Score: Raw -396735.019859 + Penalty 2708.078405 = -394026.941454
  nChanged 7
		SP:Iteration 34Q (61525.720000 sec): 3 clusters
  Score: Raw -396736.972163 + Penalty 2708.078405 = -394028.893757
  nChanged 11
		SP:Iteration 35Q (61525.910000 sec): 3 clusters
  Score: Raw -396739.726065 + Penalty 2708.078405 = -394031.647660
  nChanged 10
		SP:Iteration 36Q (61526.090000 sec): 3 clusters
  Score: Raw -396742.182805 + Penalty 2708.078405 = -394034.104400
  nChanged 5
		SP:Iteration 37Q (61526.280000 sec): 3 clusters
  Score: Raw -396742.963206 + Penalty 2708.078405 = -394034.884800
  nChanged 3
		SP:Iteration 38Q (61526.460000 sec): 3 clusters
  Score: Raw -396743.361201 + Penalty 2708.078405 = -394035.282795
  nChanged 2
		SP:Iteration 39Q (61526.660000 sec): 3 clusters
  Score: Raw -396744.160131 + Penalty 2708.078405 = -394036.081726
  nChanged 3
		SP:Iteration 40F (61526.830000 sec): 3 clusters
  Score: Raw -396744.976015 + Penalty 2708.078405 = -394036.897610
  nChanged 2
		SP:Iteration 41Q (61527.040000 sec): 3 clusters
  Score: Raw -396745.231246 + Penalty 2708.078405 = -394037.152840
  nChanged 1
		SP:Iteration 42Q (61527.270000 sec): 3 clusters
  Score: Raw -396745.440307 + Penalty 2708.078405 = -394037.361902
  nChanged 1
		SP:Iteration 43Q (61527.470000 sec): 3 clusters
  Score: Raw -396745.511998 + Penalty 2708.078405 = -394037.433593
  nChanged 0
		SP:Iteration 44F (61527.690000 sec): 3 clusters
  Score: Raw -396745.511998 + Penalty 2708.078405 = -394037.433593
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61527.810000 sec): 2 clusters
  Score: Raw -23407.926441 + Penalty 902.984560 = -22504.941881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61527.930000 sec): 3 clusters
  Score: Raw -23520.165943 + Penalty 1805.969120 = -21714.196823
  nChanged 58
		SP:Iteration 1F (61528.110000 sec): 3 clusters
  Score: Raw -23680.601730 + Penalty 1805.969120 = -21874.632610
  nChanged 20
		SP:Iteration 2F (61528.290000 sec): 3 clusters
  Score: Raw -23736.115626 + Penalty 1805.969120 = -21930.146506
  nChanged 11
		SP:Iteration 3Q (61528.490000 sec): 3 clusters
  Score: Raw -23796.162725 + Penalty 1805.969120 = -21990.193605
  nChanged 9
		SP:Iteration 4Q (61528.680000 sec): 3 clusters
  Score: Raw -23827.263552 + Penalty 1805.969120 = -22021.294432
  nChanged 4
		SP:Iteration 5Q (61528.800000 sec): 3 clusters
  Score: Raw -23842.263847 + Penalty 1805.969120 = -22036.294727
  nChanged 4
		SP:Iteration 6Q (61528.970000 sec): 3 clusters
  Score: Raw -23925.187564 + Penalty 1805.969120 = -22119.218444
  nChanged 3
		SP:Iteration 7Q (61529.150000 sec): 3 clusters
  Score: Raw -23942.652620 + Penalty 1805.969120 = -22136.683500
  nChanged 3
		SP:Iteration 8Q (61529.270000 sec): 3 clusters
  Score: Raw -23957.417317 + Penalty 1805.969120 = -22151.448197
  nChanged 0
		SP:Iteration 9F (61529.460000 sec): 3 clusters
  Score: Raw -23957.417317 + Penalty 1805.969120 = -22151.448197
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61529.540000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61529.720000 sec): 3 clusters
  Score: Raw -134399.202131 + Penalty 2312.828097 = -132086.374034
  nChanged 385
		SP:Iteration 1F (61529.900000 sec): 3 clusters
  Score: Raw -134679.933764 + Penalty 2312.828097 = -132367.105667
  nChanged 79
		SP:Iteration 2F (61530.040000 sec): 3 clusters
  Score: Raw -134742.817909 + Penalty 2312.828097 = -132429.989813
  nChanged 45
		SP:Iteration 3Q (61530.180000 sec): 3 clusters
  Score: Raw -134781.523989 + Penalty 2312.828097 = -132468.695892
  nChanged 30
		SP:Iteration 4Q (61530.340000 sec): 3 clusters
  Score: Raw -134806.155103 + Penalty 2312.828097 = -132493.327006
  nChanged 24
		SP:Iteration 5Q (61530.540000 sec): 3 clusters
  Score: Raw -134820.091003 + Penalty 2312.828097 = -132507.262906
  nChanged 14
		SP:Iteration 6Q (61530.680000 sec): 3 clusters
  Score: Raw -134829.802480 + Penalty 2312.828097 = -132516.974383
  nChanged 11
		SP:Iteration 7Q (61530.840000 sec): 3 clusters
  Score: Raw -134836.831230 + Penalty 2312.828097 = -132524.003134
  nChanged 12
		SP:Iteration 8Q (61531.010000 sec): 3 clusters
  Score: Raw -134844.298580 + Penalty 2312.828097 = -132531.470483
  nChanged 7
		SP:Iteration 9Q (61531.180000 sec): 3 clusters
  Score: Raw -134847.355166 + Penalty 2312.828097 = -132534.527070
  nChanged 6
		SP:Iteration 10Q (61531.340000 sec): 3 clusters
  Score: Raw -134850.448731 + Penalty 2312.828097 = -132537.620634
  nChanged 3
		SP:Iteration 11Q (61531.510000 sec): 3 clusters
  Score: Raw -134852.761266 + Penalty 2312.828097 = -132539.933169
  nChanged 3
		SP:Iteration 12Q (61531.730000 sec): 3 clusters
  Score: Raw -134854.931347 + Penalty 2312.828097 = -132542.103250
  nChanged 5
		SP:Iteration 13Q (61531.950000 sec): 3 clusters
  Score: Raw -134857.310526 + Penalty 2312.828097 = -132544.482430
  nChanged 3
		SP:Iteration 14Q (61532.150000 sec): 3 clusters
  Score: Raw -134860.571265 + Penalty 2312.828097 = -132547.743168
  nChanged 4
		SP:Iteration 15Q (61532.320000 sec): 3 clusters
  Score: Raw -134861.927507 + Penalty 2312.828097 = -132549.099410
  nChanged 4
		SP:Iteration 16Q (61532.500000 sec): 3 clusters
  Score: Raw -134863.583906 + Penalty 2312.828097 = -132550.755809
  nChanged 4
		SP:Iteration 17Q (61532.660000 sec): 3 clusters
  Score: Raw -134866.005990 + Penalty 2312.828097 = -132553.177893
  nChanged 5
		SP:Iteration 18Q (61532.900000 sec): 3 clusters
  Score: Raw -134868.878623 + Penalty 2312.828097 = -132556.050526
  nChanged 1
		SP:Iteration 19Q (61533.030000 sec): 3 clusters
  Score: Raw -134870.140512 + Penalty 2312.828097 = -132557.312415
  nChanged 0
		SP:Iteration 20F (61533.210000 sec): 3 clusters
  Score: Raw -134870.140512 + Penalty 2312.828097 = -132557.312415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61533.320000 sec): 2 clusters
  Score: Raw -364632.654167 + Penalty 1343.209942 = -363289.444225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61533.540000 sec): 3 clusters
  Score: Raw -362725.818129 + Penalty 2686.419884 = -360039.398245
  nChanged 1522
		SP:Iteration 1F (61533.760000 sec): 3 clusters
  Score: Raw -363597.382955 + Penalty 2686.419884 = -360910.963071
  nChanged 309
		SP:Iteration 2F (61533.960000 sec): 3 clusters
  Score: Raw -363770.539606 + Penalty 2686.419884 = -361084.119722
  nChanged 215
		SP:Iteration 3F (61534.180000 sec): 3 clusters
  Score: Raw -363886.281464 + Penalty 2686.419884 = -361199.861580
  nChanged 163
		SP:Iteration 4Q (61534.380000 sec): 3 clusters
  Score: Raw -363980.920544 + Penalty 2686.419884 = -361294.500661
  nChanged 142
		SP:Iteration 5Q (61534.550000 sec): 3 clusters
  Score: Raw -364049.703986 + Penalty 2686.419884 = -361363.284102
  nChanged 131
		SP:Iteration 6Q (61534.710000 sec): 3 clusters
  Score: Raw -364112.485787 + Penalty 2686.419884 = -361426.065904
  nChanged 106
		SP:Iteration 7Q (61534.870000 sec): 3 clusters
  Score: Raw -364162.420379 + Penalty 2686.419884 = -361476.000496
  nChanged 74
		SP:Iteration 8Q (61535.040000 sec): 3 clusters
  Score: Raw -364198.050161 + Penalty 2686.419884 = -361511.630277
  nChanged 72
		SP:Iteration 9Q (61535.200000 sec): 3 clusters
  Score: Raw -364234.038345 + Penalty 2686.419884 = -361547.618462
  nChanged 82
		SP:Iteration 10Q (61535.370000 sec): 3 clusters
  Score: Raw -364267.201473 + Penalty 2686.419884 = -361580.781590
  nChanged 70
		SP:Iteration 11Q (61535.540000 sec): 3 clusters
  Score: Raw -364296.890751 + Penalty 2686.419884 = -361610.470867
  nChanged 74
		SP:Iteration 12Q (61535.740000 sec): 3 clusters
  Score: Raw -364329.030256 + Penalty 2686.419884 = -361642.610372
  nChanged 72
		SP:Iteration 13Q (61535.940000 sec): 3 clusters
  Score: Raw -364366.915787 + Penalty 2686.419884 = -361680.495903
  nChanged 63
		SP:Iteration 14Q (61536.110000 sec): 3 clusters
  Score: Raw -364399.633082 + Penalty 2686.419884 = -361713.213199
  nChanged 74
		SP:Iteration 15Q (61536.310000 sec): 3 clusters
  Score: Raw -364433.812551 + Penalty 2686.419884 = -361747.392668
  nChanged 74
		SP:Iteration 16Q (61536.500000 sec): 3 clusters
  Score: Raw -364466.801981 + Penalty 2686.419884 = -361780.382097
  nChanged 60
		SP:Iteration 17Q (61536.670000 sec): 3 clusters
  Score: Raw -364493.117805 + Penalty 2686.419884 = -361806.697921
  nChanged 43
		SP:Iteration 18Q (61536.890000 sec): 3 clusters
  Score: Raw -364509.594302 + Penalty 2686.419884 = -361823.174418
  nChanged 41
		SP:Iteration 19Q (61537.040000 sec): 3 clusters
  Score: Raw -364523.776287 + Penalty 2686.419884 = -361837.356404
  nChanged 30
		SP:Iteration 20F (61537.210000 sec): 3 clusters
  Score: Raw -364537.161651 + Penalty 2686.419884 = -361850.741767
  nChanged 41
		SP:Iteration 21Q (61537.410000 sec): 3 clusters
  Score: Raw -364555.667219 + Penalty 2686.419884 = -361869.247336
  nChanged 39
		SP:Iteration 22Q (61537.540000 sec): 3 clusters
  Score: Raw -364573.156811 + Penalty 2686.419884 = -361886.736928
  nChanged 30
		SP:Iteration 23Q (61537.720000 sec): 3 clusters
  Score: Raw -364586.643390 + Penalty 2686.419884 = -361900.223506
  nChanged 34
		SP:Iteration 24Q (61537.870000 sec): 3 clusters
  Score: Raw -364598.157006 + Penalty 2686.419884 = -361911.737123
  nChanged 25
		SP:Iteration 25Q (61538.040000 sec): 3 clusters
  Score: Raw -364605.433257 + Penalty 2686.419884 = -361919.013374
  nChanged 17
		SP:Iteration 26Q (61538.270000 sec): 3 clusters
  Score: Raw -364611.142307 + Penalty 2686.419884 = -361924.722423
  nChanged 21
		SP:Iteration 27Q (61538.490000 sec): 3 clusters
  Score: Raw -364615.629467 + Penalty 2686.419884 = -361929.209583
  nChanged 16
		SP:Iteration 28Q (61538.720000 sec): 3 clusters
  Score: Raw -364619.776106 + Penalty 2686.419884 = -361933.356223
  nChanged 11
		SP:Iteration 29Q (61538.940000 sec): 3 clusters
  Score: Raw -364624.171760 + Penalty 2686.419884 = -361937.751877
  nChanged 10
		SP:Iteration 30Q (61539.080000 sec): 3 clusters
  Score: Raw -364627.330659 + Penalty 2686.419884 = -361940.910775
  nChanged 8
		SP:Iteration 31Q (61539.260000 sec): 3 clusters
  Score: Raw -364629.023468 + Penalty 2686.419884 = -361942.603585
  nChanged 5
		SP:Iteration 32Q (61539.480000 sec): 3 clusters
  Score: Raw -364630.611843 + Penalty 2686.419884 = -361944.191960
  nChanged 4
		SP:Iteration 33Q (61539.660000 sec): 3 clusters
  Score: Raw -364631.754791 + Penalty 2686.419884 = -361945.334907
  nChanged 5
		SP:Iteration 34Q (61539.830000 sec): 3 clusters
  Score: Raw -364632.983818 + Penalty 2686.419884 = -361946.563934
  nChanged 2
		SP:Iteration 35Q (61540.000000 sec): 3 clusters
  Score: Raw -364633.407759 + Penalty 2686.419884 = -361946.987876
  nChanged 1
		SP:Iteration 36Q (61540.180000 sec): 3 clusters
  Score: Raw -364633.558993 + Penalty 2686.419884 = -361947.139109
  nChanged 1
		SP:Iteration 37Q (61540.360000 sec): 3 clusters
  Score: Raw -364633.866221 + Penalty 2686.419884 = -361947.446337
  nChanged 1
		SP:Iteration 38Q (61540.520000 sec): 3 clusters
  Score: Raw -364634.129138 + Penalty 2686.419884 = -361947.709254
  nChanged 1
		SP:Iteration 39Q (61540.740000 sec): 3 clusters
  Score: Raw -364634.521860 + Penalty 2686.419884 = -361948.101976
  nChanged 1
		SP:Iteration 40F (61540.920000 sec): 3 clusters
  Score: Raw -364634.633915 + Penalty 2686.419884 = -361948.214032
  nChanged 2
		SP:Iteration 41Q (61541.110000 sec): 3 clusters
  Score: Raw -364634.939975 + Penalty 2686.419884 = -361948.520091
  nChanged 3
		SP:Iteration 42Q (61541.280000 sec): 3 clusters
  Score: Raw -364636.338574 + Penalty 2686.419884 = -361949.918691
  nChanged 4
		SP:Iteration 43Q (61541.430000 sec): 3 clusters
  Score: Raw -364637.285165 + Penalty 2686.419884 = -361950.865281
  nChanged 2
		SP:Iteration 44Q (61541.590000 sec): 3 clusters
  Score: Raw -364637.689377 + Penalty 2686.419884 = -361951.269493
  nChanged 1
		SP:Iteration 45Q (61541.780000 sec): 3 clusters
  Score: Raw -364637.862234 + Penalty 2686.419884 = -361951.442350
  nChanged 1
		SP:Iteration 46Q (61542.000000 sec): 3 clusters
  Score: Raw -364638.074516 + Penalty 2686.419884 = -361951.654632
  nChanged 1
		SP:Iteration 47Q (61542.150000 sec): 3 clusters
  Score: Raw -364638.131167 + Penalty 2686.419884 = -361951.711283
  nChanged 0
		SP:Iteration 48F (61542.300000 sec): 3 clusters
  Score: Raw -364638.131167 + Penalty 2686.419884 = -361951.711283
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61542.430000 sec): 2 clusters
  Score: Raw -432947.367625 + Penalty 1354.819142 = -431592.548483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61542.660000 sec): 3 clusters
  Score: Raw -430872.095434 + Penalty 2709.638283 = -428162.457150
  nChanged 1676
		SP:Iteration 1F (61542.860000 sec): 3 clusters
  Score: Raw -431911.992634 + Penalty 2709.638283 = -429202.354351
  nChanged 344
		SP:Iteration 2F (61543.040000 sec): 3 clusters
  Score: Raw -432156.709510 + Penalty 2709.638283 = -429447.071226
  nChanged 282
		SP:Iteration 3F (61543.230000 sec): 3 clusters
  Score: Raw -432367.947946 + Penalty 2709.638283 = -429658.309663
  nChanged 262
		SP:Iteration 4F (61543.400000 sec): 3 clusters
  Score: Raw -432580.265667 + Penalty 2709.638283 = -429870.627384
  nChanged 245
		SP:Iteration 5F (61543.600000 sec): 3 clusters
  Score: Raw -432769.156693 + Penalty 2709.638283 = -430059.518410
  nChanged 203
		SP:Iteration 6Q (61543.780000 sec): 3 clusters
  Score: Raw -432932.330833 + Penalty 2709.638283 = -430222.692550
  nChanged 158
		SP:Iteration 7Q (61543.960000 sec): 3 clusters
  Score: Raw -433034.664413 + Penalty 2709.638283 = -430325.026130
  nChanged 109
		SP:Iteration 8Q (61544.140000 sec): 3 clusters
  Score: Raw -433100.709364 + Penalty 2709.638283 = -430391.071080
  nChanged 73
		SP:Iteration 9Q (61544.320000 sec): 3 clusters
  Score: Raw -433141.946391 + Penalty 2709.638283 = -430432.308108
  nChanged 60
		SP:Iteration 10Q (61544.500000 sec): 3 clusters
  Score: Raw -433179.303011 + Penalty 2709.638283 = -430469.664728
  nChanged 58
		SP:Iteration 11Q (61544.680000 sec): 3 clusters
  Score: Raw -433213.688436 + Penalty 2709.638283 = -430504.050152
  nChanged 40
		SP:Iteration 12Q (61544.880000 sec): 3 clusters
  Score: Raw -433238.862548 + Penalty 2709.638283 = -430529.224264
  nChanged 35
		SP:Iteration 13Q (61545.140000 sec): 3 clusters
  Score: Raw -433263.152126 + Penalty 2709.638283 = -430553.513842
  nChanged 27
		SP:Iteration 14Q (61545.320000 sec): 3 clusters
  Score: Raw -433276.075998 + Penalty 2709.638283 = -430566.437715
  nChanged 12
		SP:Iteration 15Q (61545.550000 sec): 3 clusters
  Score: Raw -433280.512914 + Penalty 2709.638283 = -430570.874631
  nChanged 9
		SP:Iteration 16Q (61545.750000 sec): 3 clusters
  Score: Raw -433284.704565 + Penalty 2709.638283 = -430575.066282
  nChanged 15
		SP:Iteration 17Q (61545.880000 sec): 3 clusters
  Score: Raw -433292.610012 + Penalty 2709.638283 = -430582.971729
  nChanged 13
		SP:Iteration 18Q (61546.040000 sec): 3 clusters
  Score: Raw -433297.780645 + Penalty 2709.638283 = -430588.142362
  nChanged 9
		SP:Iteration 19Q (61546.200000 sec): 3 clusters
  Score: Raw -433300.294544 + Penalty 2709.638283 = -430590.656261
  nChanged 1
		SP:Iteration 20F (61546.380000 sec): 3 clusters
  Score: Raw -433300.459689 + Penalty 2709.638283 = -430590.821405
  nChanged 3
		SP:Iteration 21Q (61546.550000 sec): 3 clusters
  Score: Raw -433301.314447 + Penalty 2709.638283 = -430591.676163
  nChanged 6
		SP:Iteration 22Q (61546.760000 sec): 3 clusters
  Score: Raw -433303.769454 + Penalty 2709.638283 = -430594.131170
  nChanged 5
		SP:Iteration 23Q (61546.960000 sec): 3 clusters
  Score: Raw -433305.106487 + Penalty 2709.638283 = -430595.468204
  nChanged 6
		SP:Iteration 24Q (61547.140000 sec): 3 clusters
  Score: Raw -433307.816012 + Penalty 2709.638283 = -430598.177728
  nChanged 12
		SP:Iteration 25Q (61547.320000 sec): 3 clusters
  Score: Raw -433312.100153 + Penalty 2709.638283 = -430602.461870
  nChanged 8
		SP:Iteration 26Q (61547.480000 sec): 3 clusters
  Score: Raw -433315.077413 + Penalty 2709.638283 = -430605.439130
  nChanged 7
		SP:Iteration 27Q (61547.660000 sec): 3 clusters
  Score: Raw -433316.831800 + Penalty 2709.638283 = -430607.193517
  nChanged 2
		SP:Iteration 28Q (61547.820000 sec): 3 clusters
  Score: Raw -433317.409421 + Penalty 2709.638283 = -430607.771137
  nChanged 2
		SP:Iteration 29Q (61548.000000 sec): 3 clusters
  Score: Raw -433318.085168 + Penalty 2709.638283 = -430608.446885
  nChanged 2
		SP:Iteration 30Q (61548.190000 sec): 3 clusters
  Score: Raw -433318.896565 + Penalty 2709.638283 = -430609.258281
  nChanged 2
		SP:Iteration 31Q (61548.320000 sec): 3 clusters
  Score: Raw -433319.992544 + Penalty 2709.638283 = -430610.354261
  nChanged 3
		SP:Iteration 32Q (61548.520000 sec): 3 clusters
  Score: Raw -433321.329695 + Penalty 2709.638283 = -430611.691412
  nChanged 4
		SP:Iteration 33Q (61548.770000 sec): 3 clusters
  Score: Raw -433322.083119 + Penalty 2709.638283 = -430612.444835
  nChanged 0
		SP:Iteration 34F (61548.940000 sec): 3 clusters
  Score: Raw -433322.083119 + Penalty 2709.638283 = -430612.444835
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (19224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61549.160000 sec): 2 clusters
  Score: Raw -2129919.299325 + Penalty 1602.886151 = -2128316.413173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61549.360000 sec): 3 clusters
  Score: Raw -2118433.625221 + Penalty 3205.772303 = -2115227.852919
  nChanged 8572
		SP:Iteration 1F (61549.640000 sec): 3 clusters
  Score: Raw -2123133.809467 + Penalty 3205.772303 = -2119928.037164
  nChanged 898
		SP:Iteration 2Q (61549.960000 sec): 3 clusters
  Score: Raw -2123444.324646 + Penalty 3205.772303 = -2120238.552343
  nChanged 807
		SP:Iteration 3Q (61550.210000 sec): 3 clusters
  Score: Raw -2123697.740534 + Penalty 3205.772303 = -2120491.968231
  nChanged 706
		SP:Iteration 4Q (61550.570000 sec): 3 clusters
  Score: Raw -2123907.679002 + Penalty 3205.772303 = -2120701.906699
  nChanged 662
		SP:Iteration 5Q (61550.910000 sec): 3 clusters
  Score: Raw -2124127.298384 + Penalty 3205.772303 = -2120921.526081
  nChanged 665
		SP:Iteration 6Q (61551.230000 sec): 3 clusters
  Score: Raw -2124351.392836 + Penalty 3205.772303 = -2121145.620533
  nChanged 643
		SP:Iteration 7Q (61551.530000 sec): 3 clusters
  Score: Raw -2124572.502397 + Penalty 3205.772303 = -2121366.730094
  nChanged 646
		SP:Iteration 8Q (61551.830000 sec): 3 clusters
  Score: Raw -2124824.583323 + Penalty 3205.772303 = -2121618.811020
  nChanged 693
		SP:Iteration 9Q (61552.140000 sec): 3 clusters
  Score: Raw -2125154.436900 + Penalty 3205.772303 = -2121948.664597
  nChanged 808
		SP:Iteration 10Q (61552.420000 sec): 3 clusters
  Score: Raw -2125642.458533 + Penalty 3205.772303 = -2122436.686230
  nChanged 897
		SP:Iteration 11Q (61552.710000 sec): 3 clusters
  Score: Raw -2126216.765769 + Penalty 3205.772303 = -2123010.993467
  nChanged 838
		SP:Iteration 12Q (61553.010000 sec): 3 clusters
  Score: Raw -2126686.044763 + Penalty 3205.772303 = -2123480.272460
  nChanged 671
		SP:Iteration 13Q (61553.350000 sec): 3 clusters
  Score: Raw -2126973.069490 + Penalty 3205.772303 = -2123767.297187
  nChanged 497
		SP:Iteration 14Q (61553.660000 sec): 3 clusters
  Score: Raw -2127127.238749 + Penalty 3205.772303 = -2123921.466446
  nChanged 305
		SP:Iteration 15Q (61553.940000 sec): 3 clusters
  Score: Raw -2127209.958175 + Penalty 3205.772303 = -2124004.185872
  nChanged 245
		SP:Iteration 16Q (61554.230000 sec): 3 clusters
  Score: Raw -2127272.481274 + Penalty 3205.772303 = -2124066.708972
  nChanged 229
		SP:Iteration 17Q (61554.510000 sec): 3 clusters
  Score: Raw -2127335.118432 + Penalty 3205.772303 = -2124129.346129
  nChanged 224
		SP:Iteration 18Q (61554.790000 sec): 3 clusters
  Score: Raw -2127395.547235 + Penalty 3205.772303 = -2124189.774932
  nChanged 220
		SP:Iteration 19Q (61555.130000 sec): 3 clusters
  Score: Raw -2127454.186455 + Penalty 3205.772303 = -2124248.414152
  nChanged 208
		SP:Iteration 20F (61555.420000 sec): 3 clusters
  Score: Raw -2127511.943389 + Penalty 3205.772303 = -2124306.171086
  nChanged 227
		SP:Iteration 21Q (61555.770000 sec): 3 clusters
  Score: Raw -2127579.008290 + Penalty 3205.772303 = -2124373.235987
  nChanged 236
		SP:Iteration 22Q (61556.150000 sec): 3 clusters
  Score: Raw -2127639.653547 + Penalty 3205.772303 = -2124433.881244
  nChanged 227
		SP:Iteration 23Q (61556.540000 sec): 3 clusters
  Score: Raw -2127704.436105 + Penalty 3205.772303 = -2124498.663802
  nChanged 231
		SP:Iteration 24Q (61556.810000 sec): 3 clusters
  Score: Raw -2127776.468370 + Penalty 3205.772303 = -2124570.696068
  nChanged 236
		SP:Iteration 25Q (61557.170000 sec): 3 clusters
  Score: Raw -2127847.138525 + Penalty 3205.772303 = -2124641.366222
  nChanged 227
		SP:Iteration 26Q (61557.510000 sec): 3 clusters
  Score: Raw -2127917.225339 + Penalty 3205.772303 = -2124711.453037
  nChanged 225
		SP:Iteration 27Q (61557.830000 sec): 3 clusters
  Score: Raw -2127985.050426 + Penalty 3205.772303 = -2124779.278123
  nChanged 202
		SP:Iteration 28Q (61558.140000 sec): 3 clusters
  Score: Raw -2128043.737464 + Penalty 3205.772303 = -2124837.965161
  nChanged 212
		SP:Iteration 29Q (61558.410000 sec): 3 clusters
  Score: Raw -2128108.887563 + Penalty 3205.772303 = -2124903.115260
  nChanged 231
		SP:Iteration 30Q (61558.750000 sec): 3 clusters
  Score: Raw -2128181.720481 + Penalty 3205.772303 = -2124975.948178
  nChanged 215
		SP:Iteration 31Q (61559.040000 sec): 3 clusters
  Score: Raw -2128256.180354 + Penalty 3205.772303 = -2125050.408051
  nChanged 226
		SP:Iteration 32Q (61559.340000 sec): 3 clusters
  Score: Raw -2128334.537860 + Penalty 3205.772303 = -2125128.765558
  nChanged 218
		SP:Iteration 33Q (61559.600000 sec): 3 clusters
  Score: Raw -2128415.580538 + Penalty 3205.772303 = -2125209.808236
  nChanged 226
		SP:Iteration 34Q (61559.910000 sec): 3 clusters
  Score: Raw -2128501.614181 + Penalty 3205.772303 = -2125295.841879
  nChanged 235
		SP:Iteration 35Q (61560.240000 sec): 3 clusters
  Score: Raw -2128593.452297 + Penalty 3205.772303 = -2125387.679995
  nChanged 228
		SP:Iteration 36Q (61560.580000 sec): 3 clusters
  Score: Raw -2128679.334285 + Penalty 3205.772303 = -2125473.561983
  nChanged 235
		SP:Iteration 37Q (61560.880000 sec): 3 clusters
  Score: Raw -2128779.780923 + Penalty 3205.772303 = -2125574.008620
  nChanged 244
		SP:Iteration 38Q (61561.230000 sec): 3 clusters
  Score: Raw -2128888.389584 + Penalty 3205.772303 = -2125682.617281
  nChanged 239
		SP:Iteration 39Q (61561.560000 sec): 3 clusters
  Score: Raw -2128994.602042 + Penalty 3205.772303 = -2125788.829740
  nChanged 210
		SP:Iteration 40F (61561.860000 sec): 3 clusters
  Score: Raw -2129096.113090 + Penalty 3205.772303 = -2125890.340787
  nChanged 208
		SP:Iteration 41Q (61562.100000 sec): 3 clusters
  Score: Raw -2129208.427880 + Penalty 3205.772303 = -2126002.655577
  nChanged 223
		SP:Iteration 42Q (61562.410000 sec): 3 clusters
  Score: Raw -2129339.901086 + Penalty 3205.772303 = -2126134.128784
  nChanged 202
		SP:Iteration 43Q (61562.710000 sec): 3 clusters
  Score: Raw -2129457.844804 + Penalty 3205.772303 = -2126252.072502
  nChanged 173
		SP:Iteration 44Q (61563.020000 sec): 3 clusters
  Score: Raw -2129555.205970 + Penalty 3205.772303 = -2126349.433668
  nChanged 151
		SP:Iteration 45Q (61563.370000 sec): 3 clusters
  Score: Raw -2129639.509638 + Penalty 3205.772303 = -2126433.737336
  nChanged 126
		SP:Iteration 46Q (61563.600000 sec): 3 clusters
  Score: Raw -2129710.392333 + Penalty 3205.772303 = -2126504.620030
  nChanged 117
		SP:Iteration 47Q (61563.910000 sec): 3 clusters
  Score: Raw -2129785.662162 + Penalty 3205.772303 = -2126579.889859
  nChanged 106
		SP:Iteration 48Q (61564.220000 sec): 3 clusters
  Score: Raw -2129853.234351 + Penalty 3205.772303 = -2126647.462048
  nChanged 93
		SP:Iteration 49Q (61564.510000 sec): 3 clusters
  Score: Raw -2129912.657092 + Penalty 3205.772303 = -2126706.884789
  nChanged 70
		SP:Iteration 50Q (61564.750000 sec): 3 clusters
  Score: Raw -2129950.175088 + Penalty 3205.772303 = -2126744.402785
  nChanged 57
		SP:Iteration 51Q (61565.070000 sec): 3 clusters
  Score: Raw -2129973.662908 + Penalty 3205.772303 = -2126767.890606
  nChanged 42
		SP:Iteration 52Q (61565.320000 sec): 3 clusters
  Score: Raw -2129991.573601 + Penalty 3205.772303 = -2126785.801298
  nChanged 34
		SP:Iteration 53Q (61565.660000 sec): 3 clusters
  Score: Raw -2130006.980806 + Penalty 3205.772303 = -2126801.208504
  nChanged 25
		SP:Iteration 54Q (61565.890000 sec): 3 clusters
  Score: Raw -2130020.122781 + Penalty 3205.772303 = -2126814.350478
  nChanged 24
		SP:Iteration 55Q (61566.140000 sec): 3 clusters
  Score: Raw -2130033.177305 + Penalty 3205.772303 = -2126827.405003
  nChanged 28
		SP:Iteration 56Q (61566.410000 sec): 3 clusters
  Score: Raw -2130048.460798 + Penalty 3205.772303 = -2126842.688495
  nChanged 28
		SP:Iteration 57Q (61566.770000 sec): 3 clusters
  Score: Raw -2130062.481179 + Penalty 3205.772303 = -2126856.708876
  nChanged 20
		SP:Iteration 58Q (61567.060000 sec): 3 clusters
  Score: Raw -2130077.149481 + Penalty 3205.772303 = -2126871.377178
  nChanged 24
		SP:Iteration 59Q (61567.350000 sec): 3 clusters
  Score: Raw -2130089.871052 + Penalty 3205.772303 = -2126884.098749
  nChanged 15
		SP:Iteration 60F (61567.650000 sec): 3 clusters
  Score: Raw -2130096.198382 + Penalty 3205.772303 = -2126890.426080
  nChanged 12
		SP:Iteration 61Q (61567.900000 sec): 3 clusters
  Score: Raw -2130103.262521 + Penalty 3205.772303 = -2126897.490218
  nChanged 10
		SP:Iteration 62Q (61568.210000 sec): 3 clusters
  Score: Raw -2130107.928763 + Penalty 3205.772303 = -2126902.156461
  nChanged 4
		SP:Iteration 63Q (61568.470000 sec): 3 clusters
  Score: Raw -2130110.263388 + Penalty 3205.772303 = -2126904.491086
  nChanged 5
		SP:Iteration 64Q (61568.740000 sec): 3 clusters
  Score: Raw -2130112.522275 + Penalty 3205.772303 = -2126906.749973
  nChanged 4
		SP:Iteration 65Q (61568.990000 sec): 3 clusters
  Score: Raw -2130114.847026 + Penalty 3205.772303 = -2126909.074723
  nChanged 8
		SP:Iteration 66Q (61569.210000 sec): 3 clusters
  Score: Raw -2130118.667121 + Penalty 3205.772303 = -2126912.894819
  nChanged 6
		SP:Iteration 67Q (61569.510000 sec): 3 clusters
  Score: Raw -2130120.766020 + Penalty 3205.772303 = -2126914.993717
  nChanged 6
		SP:Iteration 68Q (61569.770000 sec): 3 clusters
  Score: Raw -2130123.533371 + Penalty 3205.772303 = -2126917.761068
  nChanged 4
		SP:Iteration 69Q (61570.030000 sec): 3 clusters
  Score: Raw -2130125.461849 + Penalty 3205.772303 = -2126919.689546
  nChanged 4
		SP:Iteration 70Q (61570.300000 sec): 3 clusters
  Score: Raw -2130126.980662 + Penalty 3205.772303 = -2126921.208359
  nChanged 1
		SP:Iteration 71Q (61570.590000 sec): 3 clusters
  Score: Raw -2130127.479925 + Penalty 3205.772303 = -2126921.707622
  nChanged 2
		SP:Iteration 72Q (61570.830000 sec): 3 clusters
  Score: Raw -2130128.737861 + Penalty 3205.772303 = -2126922.965559
  nChanged 1
		SP:Iteration 73Q (61571.190000 sec): 3 clusters
  Score: Raw -2130128.927674 + Penalty 3205.772303 = -2126923.155371
  nChanged 0
		SP:Iteration 74F (61571.480000 sec): 3 clusters
  Score: Raw -2130128.927674 + Penalty 3205.772303 = -2126923.155371
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61571.660000 sec): 2 clusters
  Score: Raw -657597.162374 + Penalty 1414.965974 = -656182.196400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61571.870000 sec): 3 clusters
  Score: Raw -654361.535991 + Penalty 2829.931948 = -651531.604042
  nChanged 2508
		SP:Iteration 1F (61572.110000 sec): 3 clusters
  Score: Raw -655763.710157 + Penalty 2829.931948 = -652933.778208
  nChanged 413
		SP:Iteration 2F (61572.320000 sec): 3 clusters
  Score: Raw -655976.410760 + Penalty 2829.931948 = -653146.478811
  nChanged 329
		SP:Iteration 3F (61572.560000 sec): 3 clusters
  Score: Raw -656160.455870 + Penalty 2829.931948 = -653330.523922
  nChanged 296
		SP:Iteration 4Q (61572.810000 sec): 3 clusters
  Score: Raw -656314.570326 + Penalty 2829.931948 = -653484.638377
  nChanged 243
		SP:Iteration 5Q (61573.040000 sec): 3 clusters
  Score: Raw -656439.109330 + Penalty 2829.931948 = -653609.177381
  nChanged 227
		SP:Iteration 6Q (61573.250000 sec): 3 clusters
  Score: Raw -656557.738915 + Penalty 2829.931948 = -653727.806966
  nChanged 219
		SP:Iteration 7Q (61573.450000 sec): 3 clusters
  Score: Raw -656671.219566 + Penalty 2829.931948 = -653841.287617
  nChanged 188
		SP:Iteration 8Q (61573.650000 sec): 3 clusters
  Score: Raw -656750.367947 + Penalty 2829.931948 = -653920.435999
  nChanged 163
		SP:Iteration 9Q (61573.890000 sec): 3 clusters
  Score: Raw -656825.521795 + Penalty 2829.931948 = -653995.589847
  nChanged 159
		SP:Iteration 10Q (61574.090000 sec): 3 clusters
  Score: Raw -656892.771473 + Penalty 2829.931948 = -654062.839525
  nChanged 133
		SP:Iteration 11Q (61574.270000 sec): 3 clusters
  Score: Raw -656951.357261 + Penalty 2829.931948 = -654121.425313
  nChanged 128
		SP:Iteration 12Q (61574.470000 sec): 3 clusters
  Score: Raw -657007.489033 + Penalty 2829.931948 = -654177.557084
  nChanged 109
		SP:Iteration 13Q (61574.660000 sec): 3 clusters
  Score: Raw -657056.814524 + Penalty 2829.931948 = -654226.882576
  nChanged 99
		SP:Iteration 14Q (61574.870000 sec): 3 clusters
  Score: Raw -657095.033652 + Penalty 2829.931948 = -654265.101703
  nChanged 91
		SP:Iteration 15Q (61575.070000 sec): 3 clusters
  Score: Raw -657132.883486 + Penalty 2829.931948 = -654302.951538
  nChanged 81
		SP:Iteration 16Q (61575.240000 sec): 3 clusters
  Score: Raw -657169.816445 + Penalty 2829.931948 = -654339.884497
  nChanged 95
		SP:Iteration 17Q (61575.430000 sec): 3 clusters
  Score: Raw -657207.271180 + Penalty 2829.931948 = -654377.339232
  nChanged 83
		SP:Iteration 18Q (61575.660000 sec): 3 clusters
  Score: Raw -657242.457986 + Penalty 2829.931948 = -654412.526037
  nChanged 76
		SP:Iteration 19Q (61575.890000 sec): 3 clusters
  Score: Raw -657275.703738 + Penalty 2829.931948 = -654445.771790
  nChanged 67
		SP:Iteration 20F (61576.080000 sec): 3 clusters
  Score: Raw -657299.859798 + Penalty 2829.931948 = -654469.927850
  nChanged 55
		SP:Iteration 21Q (61576.260000 sec): 3 clusters
  Score: Raw -657316.743337 + Penalty 2829.931948 = -654486.811389
  nChanged 59
		SP:Iteration 22Q (61576.410000 sec): 3 clusters
  Score: Raw -657337.165255 + Penalty 2829.931948 = -654507.233307
  nChanged 61
		SP:Iteration 23Q (61576.590000 sec): 3 clusters
  Score: Raw -657356.093568 + Penalty 2829.931948 = -654526.161620
  nChanged 42
		SP:Iteration 24Q (61576.810000 sec): 3 clusters
  Score: Raw -657369.244875 + Penalty 2829.931948 = -654539.312927
  nChanged 37
		SP:Iteration 25Q (61577.020000 sec): 3 clusters
  Score: Raw -657380.496464 + Penalty 2829.931948 = -654550.564516
  nChanged 34
		SP:Iteration 26Q (61577.250000 sec): 3 clusters
  Score: Raw -657389.826120 + Penalty 2829.931948 = -654559.894172
  nChanged 27
		SP:Iteration 27Q (61577.490000 sec): 3 clusters
  Score: Raw -657400.162061 + Penalty 2829.931948 = -654570.230113
  nChanged 30
		SP:Iteration 28Q (61577.660000 sec): 3 clusters
  Score: Raw -657408.833015 + Penalty 2829.931948 = -654578.901067
  nChanged 34
		SP:Iteration 29Q (61577.840000 sec): 3 clusters
  Score: Raw -657420.136694 + Penalty 2829.931948 = -654590.204745
  nChanged 31
		SP:Iteration 30Q (61578.090000 sec): 3 clusters
  Score: Raw -657427.870368 + Penalty 2829.931948 = -654597.938420
  nChanged 22
		SP:Iteration 31Q (61578.240000 sec): 3 clusters
  Score: Raw -657433.138068 + Penalty 2829.931948 = -654603.206120
  nChanged 22
		SP:Iteration 32Q (61578.460000 sec): 3 clusters
  Score: Raw -657438.854773 + Penalty 2829.931948 = -654608.922825
  nChanged 19
		SP:Iteration 33Q (61578.680000 sec): 3 clusters
  Score: Raw -657442.702272 + Penalty 2829.931948 = -654612.770324
  nChanged 17
		SP:Iteration 34Q (61578.900000 sec): 3 clusters
  Score: Raw -657446.730513 + Penalty 2829.931948 = -654616.798565
  nChanged 21
		SP:Iteration 35Q (61579.110000 sec): 3 clusters
  Score: Raw -657453.119795 + Penalty 2829.931948 = -654623.187847
  nChanged 24
		SP:Iteration 36Q (61579.300000 sec): 3 clusters
  Score: Raw -657459.273559 + Penalty 2829.931948 = -654629.341611
  nChanged 22
		SP:Iteration 37Q (61579.480000 sec): 3 clusters
  Score: Raw -657464.709345 + Penalty 2829.931948 = -654634.777397
  nChanged 16
		SP:Iteration 38Q (61579.660000 sec): 3 clusters
  Score: Raw -657469.193570 + Penalty 2829.931948 = -654639.261622
  nChanged 17
		SP:Iteration 39Q (61579.880000 sec): 3 clusters
  Score: Raw -657473.829753 + Penalty 2829.931948 = -654643.897805
  nChanged 15
		SP:Iteration 40F (61580.050000 sec): 3 clusters
  Score: Raw -657476.918459 + Penalty 2829.931948 = -654646.986510
  nChanged 17
		SP:Iteration 41Q (61580.250000 sec): 3 clusters
  Score: Raw -657480.819757 + Penalty 2829.931948 = -654650.887809
  nChanged 11
		SP:Iteration 42Q (61580.460000 sec): 3 clusters
  Score: Raw -657483.198525 + Penalty 2829.931948 = -654653.266577
  nChanged 12
		SP:Iteration 43Q (61580.620000 sec): 3 clusters
  Score: Raw -657487.004419 + Penalty 2829.931948 = -654657.072471
  nChanged 13
		SP:Iteration 44Q (61580.820000 sec): 3 clusters
  Score: Raw -657490.705678 + Penalty 2829.931948 = -654660.773729
  nChanged 13
		SP:Iteration 45Q (61581.000000 sec): 3 clusters
  Score: Raw -657494.704035 + Penalty 2829.931948 = -654664.772087
  nChanged 20
		SP:Iteration 46Q (61581.210000 sec): 3 clusters
  Score: Raw -657499.359840 + Penalty 2829.931948 = -654669.427892
  nChanged 17
		SP:Iteration 47Q (61581.330000 sec): 3 clusters
  Score: Raw -657504.221887 + Penalty 2829.931948 = -654674.289939
  nChanged 19
		SP:Iteration 48Q (61581.490000 sec): 3 clusters
  Score: Raw -657509.445858 + Penalty 2829.931948 = -654679.513910
  nChanged 16
		SP:Iteration 49Q (61581.660000 sec): 3 clusters
  Score: Raw -657513.403726 + Penalty 2829.931948 = -654683.471778
  nChanged 10
		SP:Iteration 50Q (61581.820000 sec): 3 clusters
  Score: Raw -657515.459916 + Penalty 2829.931948 = -654685.527968
  nChanged 11
		SP:Iteration 51Q (61581.990000 sec): 3 clusters
  Score: Raw -657517.720337 + Penalty 2829.931948 = -654687.788389
  nChanged 7
		SP:Iteration 52Q (61582.190000 sec): 3 clusters
  Score: Raw -657519.456645 + Penalty 2829.931948 = -654689.524697
  nChanged 5
		SP:Iteration 53Q (61582.350000 sec): 3 clusters
  Score: Raw -657522.606015 + Penalty 2829.931948 = -654692.674067
  nChanged 9
		SP:Iteration 54Q (61582.570000 sec): 3 clusters
  Score: Raw -657526.423302 + Penalty 2829.931948 = -654696.491354
  nChanged 15
		SP:Iteration 55Q (61582.760000 sec): 3 clusters
  Score: Raw -657530.147687 + Penalty 2829.931948 = -654700.215738
  nChanged 12
		SP:Iteration 56Q (61582.880000 sec): 3 clusters
  Score: Raw -657532.705767 + Penalty 2829.931948 = -654702.773819
  nChanged 10
		SP:Iteration 57Q (61583.080000 sec): 3 clusters
  Score: Raw -657534.270451 + Penalty 2829.931948 = -654704.338503
  nChanged 5
		SP:Iteration 58Q (61583.290000 sec): 3 clusters
  Score: Raw -657535.061037 + Penalty 2829.931948 = -654705.129089
  nChanged 6
		SP:Iteration 59Q (61583.480000 sec): 3 clusters
  Score: Raw -657536.270199 + Penalty 2829.931948 = -654706.338251
  nChanged 5
		SP:Iteration 60F (61583.710000 sec): 3 clusters
  Score: Raw -657537.616815 + Penalty 2829.931948 = -654707.684867
  nChanged 3
		SP:Iteration 61Q (61583.950000 sec): 3 clusters
  Score: Raw -657537.963106 + Penalty 2829.931948 = -654708.031158
  nChanged 3
		SP:Iteration 62Q (61584.180000 sec): 3 clusters
  Score: Raw -657538.756240 + Penalty 2829.931948 = -654708.824291
  nChanged 5
		SP:Iteration 63Q (61584.320000 sec): 3 clusters
  Score: Raw -657540.199052 + Penalty 2829.931948 = -654710.267103
  nChanged 9
		SP:Iteration 64Q (61584.550000 sec): 3 clusters
  Score: Raw -657542.369742 + Penalty 2829.931948 = -654712.437793
  nChanged 8
		SP:Iteration 65Q (61584.690000 sec): 3 clusters
  Score: Raw -657544.294752 + Penalty 2829.931948 = -654714.362804
  nChanged 8
		SP:Iteration 66Q (61584.870000 sec): 3 clusters
  Score: Raw -657545.568003 + Penalty 2829.931948 = -654715.636055
  nChanged 1
		SP:Iteration 67Q (61585.060000 sec): 3 clusters
  Score: Raw -657545.782943 + Penalty 2829.931948 = -654715.850995
  nChanged 0
		SP:Iteration 68F (61585.220000 sec): 3 clusters
  Score: Raw -657545.782943 + Penalty 2829.931948 = -654715.850995
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61585.360000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61585.500000 sec): 3 clusters
  Score: Raw -53007.325817 + Penalty 2034.984797 = -50972.341020
  nChanged 133
		SP:Iteration 1F (61585.720000 sec): 3 clusters
  Score: Raw -53168.017205 + Penalty 2034.984797 = -51133.032407
  nChanged 31
		SP:Iteration 2F (61585.890000 sec): 3 clusters
  Score: Raw -53207.019325 + Penalty 2034.984797 = -51172.034528
  nChanged 12
		SP:Iteration 3Q (61586.040000 sec): 3 clusters
  Score: Raw -53225.214199 + Penalty 2034.984797 = -51190.229401
  nChanged 9
		SP:Iteration 4Q (61586.190000 sec): 3 clusters
  Score: Raw -53241.088136 + Penalty 2034.984797 = -51206.103339
  nChanged 12
		SP:Iteration 5Q (61586.350000 sec): 3 clusters
  Score: Raw -53267.800364 + Penalty 2034.984797 = -51232.815567
  nChanged 9
		SP:Iteration 6Q (61586.470000 sec): 3 clusters
  Score: Raw -53282.139503 + Penalty 2034.984797 = -51247.154706
  nChanged 2
		SP:Iteration 7Q (61586.650000 sec): 3 clusters
  Score: Raw -53288.768318 + Penalty 2034.984797 = -51253.783521
  nChanged 1
		SP:Iteration 8Q (61586.900000 sec): 3 clusters
  Score: Raw -53291.099333 + Penalty 2034.984797 = -51256.114536
  nChanged 1
		SP:Iteration 9Q (61587.070000 sec): 3 clusters
  Score: Raw -53294.516762 + Penalty 2034.984797 = -51259.531964
  nChanged 5
		SP:Iteration 10Q (61587.290000 sec): 3 clusters
  Score: Raw -53301.139128 + Penalty 2034.984797 = -51266.154331
  nChanged 5
		SP:Iteration 11Q (61587.420000 sec): 3 clusters
  Score: Raw -53312.537477 + Penalty 2034.984797 = -51277.552679
  nChanged 1
		SP:Iteration 12Q (61587.600000 sec): 3 clusters
  Score: Raw -53314.095644 + Penalty 2034.984797 = -51279.110847
  nChanged 1
		SP:Iteration 13Q (61587.810000 sec): 3 clusters
  Score: Raw -53315.027649 + Penalty 2034.984797 = -51280.042851
  nChanged 0
		SP:Iteration 14F (61587.970000 sec): 3 clusters
  Score: Raw -53315.027649 + Penalty 2034.984797 = -51280.042851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61588.070000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61588.260000 sec): 3 clusters
  Score: Raw -50568.179211 + Penalty 2009.848390 = -48558.330822
  nChanged 113
		SP:Iteration 1F (61588.400000 sec): 3 clusters
  Score: Raw -50730.397525 + Penalty 2009.848390 = -48720.549135
  nChanged 28
		SP:Iteration 2F (61588.590000 sec): 3 clusters
  Score: Raw -50770.880545 + Penalty 2009.848390 = -48761.032156
  nChanged 16
		SP:Iteration 3Q (61588.780000 sec): 3 clusters
  Score: Raw -50793.644139 + Penalty 2009.848390 = -48783.795749
  nChanged 6
		SP:Iteration 4Q (61588.940000 sec): 3 clusters
  Score: Raw -50802.743254 + Penalty 2009.848390 = -48792.894865
  nChanged 4
		SP:Iteration 5Q (61589.140000 sec): 3 clusters
  Score: Raw -50809.692904 + Penalty 2009.848390 = -48799.844515
  nChanged 4
		SP:Iteration 6Q (61589.320000 sec): 3 clusters
  Score: Raw -50815.948924 + Penalty 2009.848390 = -48806.100534
  nChanged 1
		SP:Iteration 7Q (61589.510000 sec): 3 clusters
  Score: Raw -50817.105110 + Penalty 2009.848390 = -48807.256721
  nChanged 2
		SP:Iteration 8Q (61589.680000 sec): 3 clusters
  Score: Raw -50821.516653 + Penalty 2009.848390 = -48811.668263
  nChanged 4
		SP:Iteration 9Q (61589.850000 sec): 3 clusters
  Score: Raw -50828.910585 + Penalty 2009.848390 = -48819.062196
  nChanged 3
		SP:Iteration 10Q (61590.010000 sec): 3 clusters
  Score: Raw -50832.782079 + Penalty 2009.848390 = -48822.933689
  nChanged 0
		SP:Iteration 11F (61590.180000 sec): 3 clusters
  Score: Raw -50832.782079 + Penalty 2009.848390 = -48822.933689
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61590.300000 sec): 2 clusters
  Score: Raw -835048.607082 + Penalty 1458.025371 = -833590.581711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61590.520000 sec): 3 clusters
  Score: Raw -830668.768818 + Penalty 2916.050742 = -827752.718076
  nChanged 3328
		SP:Iteration 1F (61590.720000 sec): 3 clusters
  Score: Raw -832497.699202 + Penalty 2916.050742 = -829581.648460
  nChanged 570
		SP:Iteration 2F (61590.940000 sec): 3 clusters
  Score: Raw -832794.610517 + Penalty 2916.050742 = -829878.559775
  nChanged 465
		SP:Iteration 3F (61591.140000 sec): 3 clusters
  Score: Raw -833063.588981 + Penalty 2916.050742 = -830147.538239
  nChanged 444
		SP:Iteration 4F (61591.340000 sec): 3 clusters
  Score: Raw -833353.379701 + Penalty 2916.050742 = -830437.328959
  nChanged 412
		SP:Iteration 5F (61591.540000 sec): 3 clusters
  Score: Raw -833638.720094 + Penalty 2916.050742 = -830722.669352
  nChanged 428
		SP:Iteration 6F (61591.740000 sec): 3 clusters
  Score: Raw -833943.081679 + Penalty 2916.050742 = -831027.030937
  nChanged 418
		SP:Iteration 7F (61591.950000 sec): 3 clusters
  Score: Raw -834227.565907 + Penalty 2916.050742 = -831311.515165
  nChanged 371
		SP:Iteration 8Q (61592.180000 sec): 3 clusters
  Score: Raw -834460.783585 + Penalty 2916.050742 = -831544.732843
  nChanged 309
		SP:Iteration 9Q (61592.440000 sec): 3 clusters
  Score: Raw -834616.189865 + Penalty 2916.050742 = -831700.139123
  nChanged 243
		SP:Iteration 10Q (61592.640000 sec): 3 clusters
  Score: Raw -834738.135672 + Penalty 2916.050742 = -831822.084930
  nChanged 195
		SP:Iteration 11Q (61592.860000 sec): 3 clusters
  Score: Raw -834809.974909 + Penalty 2916.050742 = -831893.924168
  nChanged 138
		SP:Iteration 12Q (61593.170000 sec): 3 clusters
  Score: Raw -834851.530690 + Penalty 2916.050742 = -831935.479949
  nChanged 94
		SP:Iteration 13Q (61593.440000 sec): 3 clusters
  Score: Raw -834877.010581 + Penalty 2916.050742 = -831960.959839
  nChanged 61
		SP:Iteration 14Q (61593.600000 sec): 3 clusters
  Score: Raw -834893.880605 + Penalty 2916.050742 = -831977.829863
  nChanged 60
		SP:Iteration 15Q (61593.750000 sec): 3 clusters
  Score: Raw -834907.911933 + Penalty 2916.050742 = -831991.861191
  nChanged 54
		SP:Iteration 16Q (61593.920000 sec): 3 clusters
  Score: Raw -834918.182012 + Penalty 2916.050742 = -832002.131270
  nChanged 39
		SP:Iteration 17Q (61594.110000 sec): 3 clusters
  Score: Raw -834925.821106 + Penalty 2916.050742 = -832009.770364
  nChanged 33
		SP:Iteration 18Q (61594.360000 sec): 3 clusters
  Score: Raw -834932.281824 + Penalty 2916.050742 = -832016.231082
  nChanged 34
		SP:Iteration 19Q (61594.640000 sec): 3 clusters
  Score: Raw -834937.940456 + Penalty 2916.050742 = -832021.889715
  nChanged 19
		SP:Iteration 20F (61594.860000 sec): 3 clusters
  Score: Raw -834940.183638 + Penalty 2916.050742 = -832024.132896
  nChanged 10
		SP:Iteration 21Q (61595.100000 sec): 3 clusters
  Score: Raw -834941.556729 + Penalty 2916.050742 = -832025.505987
  nChanged 13
		SP:Iteration 22Q (61595.350000 sec): 3 clusters
  Score: Raw -834943.037771 + Penalty 2916.050742 = -832026.987029
  nChanged 6
		SP:Iteration 23Q (61595.620000 sec): 3 clusters
  Score: Raw -834944.158525 + Penalty 2916.050742 = -832028.107783
  nChanged 9
		SP:Iteration 24Q (61595.840000 sec): 3 clusters
  Score: Raw -834944.943388 + Penalty 2916.050742 = -832028.892647
  nChanged 5
		SP:Iteration 25Q (61596.030000 sec): 3 clusters
  Score: Raw -834945.648314 + Penalty 2916.050742 = -832029.597572
  nChanged 2
		SP:Iteration 26Q (61596.280000 sec): 3 clusters
  Score: Raw -834945.822626 + Penalty 2916.050742 = -832029.771884
  nChanged 1
		SP:Iteration 27Q (61596.420000 sec): 3 clusters
  Score: Raw -834945.899679 + Penalty 2916.050742 = -832029.848937
  nChanged 2
		SP:Iteration 28Q (61596.630000 sec): 3 clusters
  Score: Raw -834946.057832 + Penalty 2916.050742 = -832030.007090
  nChanged 0
		SP:Iteration 29F (61596.830000 sec): 3 clusters
  Score: Raw -834946.057832 + Penalty 2916.050742 = -832030.007090
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61597.000000 sec): 2 clusters
  Score: Raw -880218.427991 + Penalty 1469.696440 = -878748.731551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61597.260000 sec): 3 clusters
  Score: Raw -875440.639191 + Penalty 2939.392881 = -872501.246310
  nChanged 3560
		SP:Iteration 1F (61597.510000 sec): 3 clusters
  Score: Raw -877485.992695 + Penalty 2939.392881 = -874546.599814
  nChanged 620
		SP:Iteration 2F (61597.720000 sec): 3 clusters
  Score: Raw -877817.195524 + Penalty 2939.392881 = -874877.802643
  nChanged 511
		SP:Iteration 3F (61597.970000 sec): 3 clusters
  Score: Raw -878133.971233 + Penalty 2939.392881 = -875194.578352
  nChanged 488
		SP:Iteration 4F (61598.200000 sec): 3 clusters
  Score: Raw -878449.580004 + Penalty 2939.392881 = -875510.187123
  nChanged 474
		SP:Iteration 5F (61598.440000 sec): 3 clusters
  Score: Raw -878733.235213 + Penalty 2939.392881 = -875793.842332
  nChanged 425
		SP:Iteration 6F (61598.620000 sec): 3 clusters
  Score: Raw -878996.293097 + Penalty 2939.392881 = -876056.900216
  nChanged 431
		SP:Iteration 7F (61598.890000 sec): 3 clusters
  Score: Raw -879290.071976 + Penalty 2939.392881 = -876350.679095
  nChanged 400
		SP:Iteration 8Q (61599.140000 sec): 3 clusters
  Score: Raw -879573.991999 + Penalty 2939.392881 = -876634.599119
  nChanged 334
		SP:Iteration 9Q (61599.360000 sec): 3 clusters
  Score: Raw -879820.766796 + Penalty 2939.392881 = -876881.373915
  nChanged 283
		SP:Iteration 10Q (61599.580000 sec): 3 clusters
  Score: Raw -880066.833118 + Penalty 2939.392881 = -877127.440237
  nChanged 224
		SP:Iteration 11Q (61599.810000 sec): 3 clusters
  Score: Raw -880290.343531 + Penalty 2939.392881 = -877350.950650
  nChanged 201
		SP:Iteration 12Q (61600.060000 sec): 3 clusters
  Score: Raw -880533.597729 + Penalty 2939.392881 = -877594.204848
  nChanged 194
		SP:Iteration 13Q (61600.290000 sec): 3 clusters
  Score: Raw -880794.464860 + Penalty 2939.392881 = -877855.071979
  nChanged 161
		SP:Iteration 14Q (61600.540000 sec): 3 clusters
  Score: Raw -880995.906581 + Penalty 2939.392881 = -878056.513700
  nChanged 124
		SP:Iteration 15Q (61600.750000 sec): 3 clusters
  Score: Raw -881113.881494 + Penalty 2939.392881 = -878174.488613
  nChanged 77
		SP:Iteration 16Q (61600.970000 sec): 3 clusters
  Score: Raw -881171.987534 + Penalty 2939.392881 = -878232.594653
  nChanged 42
		SP:Iteration 17Q (61601.140000 sec): 3 clusters
  Score: Raw -881202.631913 + Penalty 2939.392881 = -878263.239032
  nChanged 36
		SP:Iteration 18Q (61601.360000 sec): 3 clusters
  Score: Raw -881219.604669 + Penalty 2939.392881 = -878280.211788
  nChanged 22
		SP:Iteration 19Q (61601.600000 sec): 3 clusters
  Score: Raw -881231.056104 + Penalty 2939.392881 = -878291.663223
  nChanged 11
		SP:Iteration 20F (61601.820000 sec): 3 clusters
  Score: Raw -881236.240955 + Penalty 2939.392881 = -878296.848074
  nChanged 10
		SP:Iteration 21Q (61602.050000 sec): 3 clusters
  Score: Raw -881241.024646 + Penalty 2939.392881 = -878301.631765
  nChanged 6
		SP:Iteration 22Q (61602.330000 sec): 3 clusters
  Score: Raw -881242.851116 + Penalty 2939.392881 = -878303.458235
  nChanged 4
		SP:Iteration 23Q (61602.540000 sec): 3 clusters
  Score: Raw -881244.797059 + Penalty 2939.392881 = -878305.404178
  nChanged 5
		SP:Iteration 24Q (61602.770000 sec): 3 clusters
  Score: Raw -881247.060205 + Penalty 2939.392881 = -878307.667324
  nChanged 7
		SP:Iteration 25Q (61603.010000 sec): 3 clusters
  Score: Raw -881249.371097 + Penalty 2939.392881 = -878309.978216
  nChanged 3
		SP:Iteration 26Q (61603.220000 sec): 3 clusters
  Score: Raw -881250.362742 + Penalty 2939.392881 = -878310.969861
  nChanged 2
		SP:Iteration 27Q (61603.410000 sec): 3 clusters
  Score: Raw -881250.753342 + Penalty 2939.392881 = -878311.360461
  nChanged 2
		SP:Iteration 28Q (61603.600000 sec): 3 clusters
  Score: Raw -881251.167829 + Penalty 2939.392881 = -878311.774948
  nChanged 2
		SP:Iteration 29Q (61603.850000 sec): 3 clusters
  Score: Raw -881252.411201 + Penalty 2939.392881 = -878313.018320
  nChanged 3
		SP:Iteration 30Q (61604.020000 sec): 3 clusters
  Score: Raw -881253.682311 + Penalty 2939.392881 = -878314.289430
  nChanged 4
		SP:Iteration 31Q (61604.230000 sec): 3 clusters
  Score: Raw -881255.091751 + Penalty 2939.392881 = -878315.698870
  nChanged 6
		SP:Iteration 32Q (61604.460000 sec): 3 clusters
  Score: Raw -881257.285535 + Penalty 2939.392881 = -878317.892654
  nChanged 5
		SP:Iteration 33Q (61604.620000 sec): 3 clusters
  Score: Raw -881258.645452 + Penalty 2939.392881 = -878319.252571
  nChanged 3
		SP:Iteration 34Q (61604.800000 sec): 3 clusters
  Score: Raw -881259.363874 + Penalty 2939.392881 = -878319.970993
  nChanged 3
		SP:Iteration 35Q (61605.020000 sec): 3 clusters
  Score: Raw -881260.134445 + Penalty 2939.392881 = -878320.741564
  nChanged 4
		SP:Iteration 36Q (61605.210000 sec): 3 clusters
  Score: Raw -881261.186246 + Penalty 2939.392881 = -878321.793365
  nChanged 4
		SP:Iteration 37Q (61605.430000 sec): 3 clusters
  Score: Raw -881263.136303 + Penalty 2939.392881 = -878323.743422
  nChanged 7
		SP:Iteration 38Q (61605.640000 sec): 3 clusters
  Score: Raw -881266.948420 + Penalty 2939.392881 = -878327.555539
  nChanged 7
		SP:Iteration 39Q (61605.840000 sec): 3 clusters
  Score: Raw -881271.023870 + Penalty 2939.392881 = -878331.630989
  nChanged 7
		SP:Iteration 40F (61606.050000 sec): 3 clusters
  Score: Raw -881274.005730 + Penalty 2939.392881 = -878334.612849
  nChanged 4
		SP:Iteration 41Q (61606.280000 sec): 3 clusters
  Score: Raw -881275.523363 + Penalty 2939.392881 = -878336.130482
  nChanged 4
		SP:Iteration 42Q (61606.500000 sec): 3 clusters
  Score: Raw -881276.748879 + Penalty 2939.392881 = -878337.355998
  nChanged 3
		SP:Iteration 43Q (61606.680000 sec): 3 clusters
  Score: Raw -881278.650485 + Penalty 2939.392881 = -878339.257604
  nChanged 3
		SP:Iteration 44Q (61606.920000 sec): 3 clusters
  Score: Raw -881279.958151 + Penalty 2939.392881 = -878340.565270
  nChanged 4
		SP:Iteration 45Q (61607.130000 sec): 3 clusters
  Score: Raw -881281.269085 + Penalty 2939.392881 = -878341.876204
  nChanged 1
		SP:Iteration 46Q (61607.340000 sec): 3 clusters
  Score: Raw -881282.721442 + Penalty 2939.392881 = -878343.328561
  nChanged 1
		SP:Iteration 47Q (61607.540000 sec): 3 clusters
  Score: Raw -881283.218123 + Penalty 2939.392881 = -878343.825242
  nChanged 0
		SP:Iteration 48F (61607.760000 sec): 3 clusters
  Score: Raw -881283.218123 + Penalty 2939.392881 = -878343.825242
  nChanged 0
Iteration 499Q (61757.720000 sec): 75 clusters
  Score: Raw -138130479.374233 + Penalty 169872.908604 = -137960606.465629
  nChanged 8
Iteration 500F (61993.270000 sec): 75 clusters
  Score: Raw -138130479.519186 + Penalty 169872.908604 = -137960606.610582
  nChanged 7
Iteration 501Q (62163.330000 sec): 75 clusters
  Score: Raw -138130479.652937 + Penalty 169872.908604 = -137960606.744333
  nChanged 5
Iteration 502Q (62336.780000 sec): 75 clusters
  Score: Raw -138130479.777952 + Penalty 169872.908604 = -137960606.869348
  nChanged 4
Iteration 503Q (62502.620000 sec): 75 clusters
  Score: Raw -138130479.826122 + Penalty 169872.908604 = -137960606.917518
  nChanged 1
Iteration 504Q (62673.580000 sec): 75 clusters
  Score: Raw -138130479.848329 + Penalty 169872.908604 = -137960606.939724
  nChanged 1
Iteration 505Q (62847.100000 sec): 75 clusters
  Score: Raw -138130479.872397 + Penalty 169872.908604 = -137960606.963793
  nChanged 3
Iteration 506Q (63059.730000 sec): 75 clusters
  Score: Raw -138130479.916300 + Penalty 169872.908604 = -137960607.007695
  nChanged 3
Iteration 507Q (63244.710000 sec): 75 clusters
  Score: Raw -138130479.940793 + Penalty 169872.908604 = -137960607.032189
  nChanged 2
Iteration 508Q (63443.990000 sec): 75 clusters
  Score: Raw -138130479.971947 + Penalty 169872.908604 = -137960607.063343
  nChanged 1
Iteration 509Q (63649.100000 sec): 75 clusters
  Score: Raw -138130479.982117 + Penalty 169872.908604 = -137960607.073513
  nChanged 1
Iteration 510Q (63840.020000 sec): 75 clusters
  Score: Raw -138130480.000833 + Penalty 169872.908604 = -137960607.092229
  nChanged 4
Iteration 511Q (64026.290000 sec): 75 clusters
  Score: Raw -138130480.035291 + Penalty 169872.908604 = -137960607.126686
  nChanged 5
Iteration 512Q (64195.440000 sec): 75 clusters
  Score: Raw -138130480.119260 + Penalty 169872.908604 = -137960607.210655
  nChanged 8
Iteration 513Q (64363.750000 sec): 75 clusters
  Score: Raw -138130480.382840 + Penalty 169872.908604 = -137960607.474236
  nChanged 11
Iteration 514Q (64524.500000 sec): 75 clusters
  Score: Raw -138130480.761184 + Penalty 169872.908604 = -137960607.852580
  nChanged 15
Iteration 515Q (64681.180000 sec): 75 clusters
  Score: Raw -138130481.288514 + Penalty 169872.908604 = -137960608.379910
  nChanged 16
Iteration 516Q (64846.330000 sec): 75 clusters
  Score: Raw -138130481.887394 + Penalty 169872.908604 = -137960608.978790
  nChanged 9
Iteration 517Q (65021.650000 sec): 75 clusters
  Score: Raw -138130482.169370 + Penalty 169872.908604 = -137960609.260765
  nChanged 6
Iteration 518Q (65197.130000 sec): 75 clusters
  Score: Raw -138130482.320276 + Penalty 169872.908604 = -137960609.411672
  nChanged 10
Iteration 519Q (65365.900000 sec): 75 clusters
  Score: Raw -138130482.430033 + Penalty 169872.908604 = -137960609.521428
  nChanged 4
Iteration 520F (65606.720000 sec): 75 clusters
  Score: Raw -138130482.482330 + Penalty 169872.908604 = -137960609.573726
  nChanged 4
Iteration 521Q (65777.940000 sec): 75 clusters
  Score: Raw -138130482.549385 + Penalty 169872.908604 = -137960609.640781
  nChanged 5
Iteration 522Q (65946.940000 sec): 75 clusters
  Score: Raw -138130482.784295 + Penalty 169872.908604 = -137960609.875691
  nChanged 7
Iteration 523Q (66117.440000 sec): 75 clusters
  Score: Raw -138130482.888849 + Penalty 169872.908604 = -137960609.980244
  nChanged 6
Iteration 524Q (66289.060000 sec): 75 clusters
  Score: Raw -138130482.962853 + Penalty 169872.908604 = -137960610.054249
  nChanged 5
Iteration 525Q (66469.220000 sec): 75 clusters
  Score: Raw -138130483.014380 + Penalty 169872.908604 = -137960610.105776
  nChanged 7
Iteration 526Q (66638.850000 sec): 75 clusters
  Score: Raw -138130483.075814 + Penalty 169872.908604 = -137960610.167209
  nChanged 3
Iteration 527Q (66807.610000 sec): 75 clusters
  Score: Raw -138130483.101345 + Penalty 169872.908604 = -137960610.192741
  nChanged 2
Iteration 528Q (66980.950000 sec): 75 clusters
  Score: Raw -138130483.123617 + Penalty 169872.908604 = -137960610.215012
  nChanged 4
Iteration 529Q (67147.300000 sec): 75 clusters
  Score: Raw -138130483.176222 + Penalty 169872.908604 = -137960610.267618
  nChanged 8
Iteration 530Q (67303.550000 sec): 75 clusters
  Score: Raw -138130483.284447 + Penalty 169872.908604 = -137960610.375843
  nChanged 8
Iteration 531Q (67477.930000 sec): 75 clusters
  Score: Raw -138130483.430334 + Penalty 169872.908604 = -137960610.521730
  nChanged 11
Iteration 532Q (67649.320000 sec): 75 clusters
  Score: Raw -138130483.641073 + Penalty 169872.908604 = -137960610.732468
  nChanged 13
Iteration 533Q (67814.760000 sec): 75 clusters
  Score: Raw -138130484.044987 + Penalty 169872.908604 = -137960611.136383
  nChanged 7
Iteration 534Q (67987.090000 sec): 75 clusters
  Score: Raw -138130484.202156 + Penalty 169872.908604 = -137960611.293551
  nChanged 6
Iteration 535Q (68157.190000 sec): 75 clusters
  Score: Raw -138130484.432324 + Penalty 169872.908604 = -137960611.523719
  nChanged 4
Iteration 536Q (68327.990000 sec): 75 clusters
  Score: Raw -138130484.492306 + Penalty 169872.908604 = -137960611.583702
  nChanged 2
Iteration 537Q (68500.010000 sec): 75 clusters
  Score: Raw -138130484.560284 + Penalty 169872.908604 = -137960611.651680
  nChanged 1
Iteration 538Q (68666.250000 sec): 75 clusters
  Score: Raw -138130484.581582 + Penalty 169872.908604 = -137960611.672977
  nChanged 4
Writing temp clu file 
Because OldScore, -137960611.651680, is greater than current (better) Score,-137960611.672977 
 Compute initial score before splitting:   Score: Raw -138130484.581582 + Penalty 169872.908604 = -137960611.672977
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68666.800000 sec): 2 clusters
  Score: Raw -354870.424712 + Penalty 1336.164966 = -353534.259745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68666.980000 sec): 3 clusters
  Score: Raw -353023.448487 + Penalty 2672.329932 = -350351.118554
  nChanged 1437
		SP:Iteration 1F (68667.160000 sec): 3 clusters
  Score: Raw -353973.243523 + Penalty 2672.329932 = -351300.913591
  nChanged 387
		SP:Iteration 2F (68667.320000 sec): 3 clusters
  Score: Raw -354333.734730 + Penalty 2672.329932 = -351661.404797
  nChanged 318
		SP:Iteration 3F (68667.530000 sec): 3 clusters
  Score: Raw -354661.170975 + Penalty 2672.329932 = -351988.841043
  nChanged 264
		SP:Iteration 4F (68667.710000 sec): 3 clusters
  Score: Raw -354907.090589 + Penalty 2672.329932 = -352234.760656
  nChanged 195
		SP:Iteration 5F (68667.930000 sec): 3 clusters
  Score: Raw -355058.712402 + Penalty 2672.329932 = -352386.382470
  nChanged 132
		SP:Iteration 6Q (68668.090000 sec): 3 clusters
  Score: Raw -355134.459120 + Penalty 2672.329932 = -352462.129188
  nChanged 89
		SP:Iteration 7Q (68668.290000 sec): 3 clusters
  Score: Raw -355185.615706 + Penalty 2672.329932 = -352513.285774
  nChanged 67
		SP:Iteration 8Q (68668.470000 sec): 3 clusters
  Score: Raw -355224.233389 + Penalty 2672.329932 = -352551.903457
  nChanged 40
		SP:Iteration 9Q (68668.630000 sec): 3 clusters
  Score: Raw -355241.757462 + Penalty 2672.329932 = -352569.427530
  nChanged 45
		SP:Iteration 10Q (68668.810000 sec): 3 clusters
  Score: Raw -355262.391564 + Penalty 2672.329932 = -352590.061632
  nChanged 35
		SP:Iteration 11Q (68668.950000 sec): 3 clusters
  Score: Raw -355276.792098 + Penalty 2672.329932 = -352604.462165
  nChanged 25
		SP:Iteration 12Q (68669.050000 sec): 3 clusters
  Score: Raw -355287.431178 + Penalty 2672.329932 = -352615.101246
  nChanged 16
		SP:Iteration 13Q (68669.190000 sec): 3 clusters
  Score: Raw -355293.023577 + Penalty 2672.329932 = -352620.693645
  nChanged 15
		SP:Iteration 14Q (68669.330000 sec): 3 clusters
  Score: Raw -355299.050162 + Penalty 2672.329932 = -352626.720229
  nChanged 18
		SP:Iteration 15Q (68669.450000 sec): 3 clusters
  Score: Raw -355307.478600 + Penalty 2672.329932 = -352635.148667
  nChanged 17
		SP:Iteration 16Q (68669.640000 sec): 3 clusters
  Score: Raw -355312.919907 + Penalty 2672.329932 = -352640.589974
  nChanged 12
		SP:Iteration 17Q (68669.840000 sec): 3 clusters
  Score: Raw -355316.177235 + Penalty 2672.329932 = -352643.847303
  nChanged 10
		SP:Iteration 18Q (68670.020000 sec): 3 clusters
  Score: Raw -355319.225761 + Penalty 2672.329932 = -352646.895828
  nChanged 10
		SP:Iteration 19Q (68670.250000 sec): 3 clusters
  Score: Raw -355323.559121 + Penalty 2672.329932 = -352651.229188
  nChanged 9
		SP:Iteration 20F (68670.430000 sec): 3 clusters
  Score: Raw -355327.023472 + Penalty 2672.329932 = -352654.693540
  nChanged 9
		SP:Iteration 21Q (68670.620000 sec): 3 clusters
  Score: Raw -355331.507745 + Penalty 2672.329932 = -352659.177813
  nChanged 8
		SP:Iteration 22Q (68670.780000 sec): 3 clusters
  Score: Raw -355334.947881 + Penalty 2672.329932 = -352662.617948
  nChanged 5
		SP:Iteration 23Q (68670.930000 sec): 3 clusters
  Score: Raw -355336.061660 + Penalty 2672.329932 = -352663.731728
  nChanged 5
		SP:Iteration 24Q (68671.110000 sec): 3 clusters
  Score: Raw -355337.330753 + Penalty 2672.329932 = -352665.000821
  nChanged 5
		SP:Iteration 25Q (68671.330000 sec): 3 clusters
  Score: Raw -355339.412619 + Penalty 2672.329932 = -352667.082687
  nChanged 6
		SP:Iteration 26Q (68671.490000 sec): 3 clusters
  Score: Raw -355341.634585 + Penalty 2672.329932 = -352669.304652
  nChanged 3
		SP:Iteration 27Q (68671.700000 sec): 3 clusters
  Score: Raw -355342.334293 + Penalty 2672.329932 = -352670.004361
  nChanged 1
		SP:Iteration 28Q (68671.880000 sec): 3 clusters
  Score: Raw -355343.108944 + Penalty 2672.329932 = -352670.779011
  nChanged 3
		SP:Iteration 29Q (68672.050000 sec): 3 clusters
  Score: Raw -355343.930419 + Penalty 2672.329932 = -352671.600486
  nChanged 5
		SP:Iteration 30Q (68672.230000 sec): 3 clusters
  Score: Raw -355345.528769 + Penalty 2672.329932 = -352673.198836
  nChanged 6
		SP:Iteration 31Q (68672.420000 sec): 3 clusters
  Score: Raw -355347.453041 + Penalty 2672.329932 = -352675.123109
  nChanged 3
		SP:Iteration 32Q (68672.600000 sec): 3 clusters
  Score: Raw -355348.511236 + Penalty 2672.329932 = -352676.181304
  nChanged 4
		SP:Iteration 33Q (68672.780000 sec): 3 clusters
  Score: Raw -355350.313277 + Penalty 2672.329932 = -352677.983345
  nChanged 5
		SP:Iteration 34Q (68672.970000 sec): 3 clusters
  Score: Raw -355352.746752 + Penalty 2672.329932 = -352680.416819
  nChanged 4
		SP:Iteration 35Q (68673.180000 sec): 3 clusters
  Score: Raw -355354.022942 + Penalty 2672.329932 = -352681.693010
  nChanged 3
		SP:Iteration 36Q (68673.330000 sec): 3 clusters
  Score: Raw -355354.852886 + Penalty 2672.329932 = -352682.522954
  nChanged 4
		SP:Iteration 37Q (68673.470000 sec): 3 clusters
  Score: Raw -355356.790568 + Penalty 2672.329932 = -352684.460636
  nChanged 4
		SP:Iteration 38Q (68673.640000 sec): 3 clusters
  Score: Raw -355359.230813 + Penalty 2672.329932 = -352686.900880
  nChanged 6
		SP:Iteration 39Q (68673.840000 sec): 3 clusters
  Score: Raw -355360.879809 + Penalty 2672.329932 = -352688.549876
  nChanged 5
		SP:Iteration 40F (68674.040000 sec): 3 clusters
  Score: Raw -355362.144265 + Penalty 2672.329932 = -352689.814332
  nChanged 4
		SP:Iteration 41Q (68674.170000 sec): 3 clusters
  Score: Raw -355363.096509 + Penalty 2672.329932 = -352690.766577
  nChanged 0
		SP:Iteration 42F (68674.370000 sec): 3 clusters
  Score: Raw -355363.096509 + Penalty 2672.329932 = -352690.766577
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68674.890000 sec): 2 clusters
  Score: Raw -9126686.710259 + Penalty 1845.498642 = -9124841.211616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68675.510000 sec): 3 clusters
  Score: Raw -9071471.412743 + Penalty 3690.997285 = -9067780.415458
  nChanged 40682
		SP:Iteration 1F (68676.170000 sec): 3 clusters
  Score: Raw -9095226.426825 + Penalty 3690.997285 = -9091535.429540
  nChanged 3092
		SP:Iteration 2Q (68676.790000 sec): 3 clusters
  Score: Raw -9096107.793519 + Penalty 3690.997285 = -9092416.796234
  nChanged 3305
		SP:Iteration 3Q (68677.400000 sec): 3 clusters
  Score: Raw -9097265.082950 + Penalty 3690.997285 = -9093574.085665
  nChanged 3661
		SP:Iteration 4Q (68678.050000 sec): 3 clusters
  Score: Raw -9098798.699681 + Penalty 3690.997285 = -9095107.702396
  nChanged 4257
		SP:Iteration 5Q (68678.810000 sec): 3 clusters
  Score: Raw -9101017.286697 + Penalty 3690.997285 = -9097326.289412
  nChanged 4858
		SP:Iteration 6F (68679.510000 sec): 3 clusters
  Score: Raw -9104031.418463 + Penalty 3690.997285 = -9100340.421178
  nChanged 5289
		SP:Iteration 7F (68680.210000 sec): 3 clusters
  Score: Raw -9108033.909021 + Penalty 3690.997285 = -9104342.911736
  nChanged 5498
		SP:Iteration 8F (68680.970000 sec): 3 clusters
  Score: Raw -9112656.655222 + Penalty 3690.997285 = -9108965.657937
  nChanged 4940
		SP:Iteration 9F (68681.670000 sec): 3 clusters
  Score: Raw -9116556.025529 + Penalty 3690.997285 = -9112865.028244
  nChanged 3797
		SP:Iteration 10Q (68682.400000 sec): 3 clusters
  Score: Raw -9118866.207902 + Penalty 3690.997285 = -9115175.210617
  nChanged 2513
		SP:Iteration 11Q (68683.100000 sec): 3 clusters
  Score: Raw -9120060.251758 + Penalty 3690.997285 = -9116369.254473
  nChanged 1846
		SP:Iteration 12Q (68683.770000 sec): 3 clusters
  Score: Raw -9120843.836195 + Penalty 3690.997285 = -9117152.838910
  nChanged 1495
		SP:Iteration 13Q (68684.400000 sec): 3 clusters
  Score: Raw -9121396.808689 + Penalty 3690.997285 = -9117705.811404
  nChanged 1273
		SP:Iteration 14Q (68685.070000 sec): 3 clusters
  Score: Raw -9121792.067671 + Penalty 3690.997285 = -9118101.070386
  nChanged 1025
		SP:Iteration 15Q (68685.720000 sec): 3 clusters
  Score: Raw -9122078.567616 + Penalty 3690.997285 = -9118387.570331
  nChanged 881
		SP:Iteration 16Q (68686.390000 sec): 3 clusters
  Score: Raw -9122284.406219 + Penalty 3690.997285 = -9118593.408934
  nChanged 718
		SP:Iteration 17Q (68687.060000 sec): 3 clusters
  Score: Raw -9122431.221251 + Penalty 3690.997285 = -9118740.223966
  nChanged 684
		SP:Iteration 18Q (68687.760000 sec): 3 clusters
  Score: Raw -9122556.454434 + Penalty 3690.997285 = -9118865.457150
  nChanged 542
		SP:Iteration 19Q (68688.430000 sec): 3 clusters
  Score: Raw -9122648.665979 + Penalty 3690.997285 = -9118957.668694
  nChanged 507
		SP:Iteration 20F (68689.160000 sec): 3 clusters
  Score: Raw -9122724.104366 + Penalty 3690.997285 = -9119033.107081
  nChanged 443
		SP:Iteration 21Q (68689.900000 sec): 3 clusters
  Score: Raw -9122783.347467 + Penalty 3690.997285 = -9119092.350182
  nChanged 413
		SP:Iteration 22Q (68690.580000 sec): 3 clusters
  Score: Raw -9122845.780996 + Penalty 3690.997285 = -9119154.783711
  nChanged 435
		SP:Iteration 23Q (68691.310000 sec): 3 clusters
  Score: Raw -9122909.594195 + Penalty 3690.997285 = -9119218.596910
  nChanged 420
		SP:Iteration 24Q (68692.040000 sec): 3 clusters
  Score: Raw -9122973.218946 + Penalty 3690.997285 = -9119282.221661
  nChanged 433
		SP:Iteration 25Q (68692.730000 sec): 3 clusters
  Score: Raw -9123040.546697 + Penalty 3690.997285 = -9119349.549412
  nChanged 442
		SP:Iteration 26Q (68693.440000 sec): 3 clusters
  Score: Raw -9123109.574116 + Penalty 3690.997285 = -9119418.576831
  nChanged 411
		SP:Iteration 27Q (68694.140000 sec): 3 clusters
  Score: Raw -9123167.031550 + Penalty 3690.997285 = -9119476.034265
  nChanged 385
		SP:Iteration 28Q (68694.850000 sec): 3 clusters
  Score: Raw -9123217.230630 + Penalty 3690.997285 = -9119526.233345
  nChanged 385
		SP:Iteration 29Q (68695.550000 sec): 3 clusters
  Score: Raw -9123262.815428 + Penalty 3690.997285 = -9119571.818143
  nChanged 351
		SP:Iteration 30Q (68696.170000 sec): 3 clusters
  Score: Raw -9123302.787982 + Penalty 3690.997285 = -9119611.790697
  nChanged 365
		SP:Iteration 31Q (68696.860000 sec): 3 clusters
  Score: Raw -9123345.185063 + Penalty 3690.997285 = -9119654.187778
  nChanged 388
		SP:Iteration 32Q (68697.520000 sec): 3 clusters
  Score: Raw -9123393.383419 + Penalty 3690.997285 = -9119702.386134
  nChanged 382
		SP:Iteration 33Q (68698.230000 sec): 3 clusters
  Score: Raw -9123437.873568 + Penalty 3690.997285 = -9119746.876283
  nChanged 380
		SP:Iteration 34Q (68698.890000 sec): 3 clusters
  Score: Raw -9123480.205617 + Penalty 3690.997285 = -9119789.208332
  nChanged 367
		SP:Iteration 35Q (68699.500000 sec): 3 clusters
  Score: Raw -9123521.152879 + Penalty 3690.997285 = -9119830.155594
  nChanged 359
		SP:Iteration 36Q (68700.190000 sec): 3 clusters
  Score: Raw -9123556.336658 + Penalty 3690.997285 = -9119865.339373
  nChanged 300
		SP:Iteration 37Q (68700.860000 sec): 3 clusters
  Score: Raw -9123581.531417 + Penalty 3690.997285 = -9119890.534132
  nChanged 273
		SP:Iteration 38Q (68701.570000 sec): 3 clusters
  Score: Raw -9123602.878800 + Penalty 3690.997285 = -9119911.881515
  nChanged 271
		SP:Iteration 39Q (68702.210000 sec): 3 clusters
  Score: Raw -9123623.921273 + Penalty 3690.997285 = -9119932.923988
  nChanged 258
		SP:Iteration 40F (68702.920000 sec): 3 clusters
  Score: Raw -9123645.563582 + Penalty 3690.997285 = -9119954.566297
  nChanged 251
		SP:Iteration 41Q (68703.600000 sec): 3 clusters
  Score: Raw -9123664.957351 + Penalty 3690.997285 = -9119973.960066
  nChanged 237
		SP:Iteration 42Q (68704.310000 sec): 3 clusters
  Score: Raw -9123682.514955 + Penalty 3690.997285 = -9119991.517670
  nChanged 229
		SP:Iteration 43Q (68705.090000 sec): 3 clusters
  Score: Raw -9123698.249015 + Penalty 3690.997285 = -9120007.251730
  nChanged 217
		SP:Iteration 44Q (68705.840000 sec): 3 clusters
  Score: Raw -9123713.031886 + Penalty 3690.997285 = -9120022.034601
  nChanged 203
		SP:Iteration 45Q (68706.590000 sec): 3 clusters
  Score: Raw -9123725.804673 + Penalty 3690.997285 = -9120034.807388
  nChanged 200
		SP:Iteration 46Q (68707.390000 sec): 3 clusters
  Score: Raw -9123738.197316 + Penalty 3690.997285 = -9120047.200031
  nChanged 214
		SP:Iteration 47Q (68708.190000 sec): 3 clusters
  Score: Raw -9123751.045007 + Penalty 3690.997285 = -9120060.047722
  nChanged 205
		SP:Iteration 48Q (68708.940000 sec): 3 clusters
  Score: Raw -9123763.618855 + Penalty 3690.997285 = -9120072.621570
  nChanged 189
		SP:Iteration 49Q (68709.750000 sec): 3 clusters
  Score: Raw -9123774.980009 + Penalty 3690.997285 = -9120083.982724
  nChanged 167
		SP:Iteration 50Q (68710.520000 sec): 3 clusters
  Score: Raw -9123783.486334 + Penalty 3690.997285 = -9120092.489050
  nChanged 140
		SP:Iteration 51Q (68711.340000 sec): 3 clusters
  Score: Raw -9123790.334291 + Penalty 3690.997285 = -9120099.337006
  nChanged 142
		SP:Iteration 52Q (68712.100000 sec): 3 clusters
  Score: Raw -9123796.845580 + Penalty 3690.997285 = -9120105.848295
  nChanged 132
		SP:Iteration 53Q (68712.730000 sec): 3 clusters
  Score: Raw -9123802.499599 + Penalty 3690.997285 = -9120111.502314
  nChanged 110
		SP:Iteration 54Q (68713.420000 sec): 3 clusters
  Score: Raw -9123806.326493 + Penalty 3690.997285 = -9120115.329208
  nChanged 90
		SP:Iteration 55Q (68714.140000 sec): 3 clusters
  Score: Raw -9123809.493301 + Penalty 3690.997285 = -9120118.496016
  nChanged 85
		SP:Iteration 56Q (68714.770000 sec): 3 clusters
  Score: Raw -9123812.477023 + Penalty 3690.997285 = -9120121.479738
  nChanged 79
		SP:Iteration 57Q (68715.490000 sec): 3 clusters
  Score: Raw -9123814.984315 + Penalty 3690.997285 = -9120123.987030
  nChanged 79
		SP:Iteration 58Q (68716.120000 sec): 3 clusters
  Score: Raw -9123817.683626 + Penalty 3690.997285 = -9120126.686341
  nChanged 98
		SP:Iteration 59Q (68716.820000 sec): 3 clusters
  Score: Raw -9123821.857670 + Penalty 3690.997285 = -9120130.860385
  nChanged 112
		SP:Iteration 60F (68717.500000 sec): 3 clusters
  Score: Raw -9123827.377740 + Penalty 3690.997285 = -9120136.380455
  nChanged 127
		SP:Iteration 61Q (68718.100000 sec): 3 clusters
  Score: Raw -9123833.315335 + Penalty 3690.997285 = -9120142.318050
  nChanged 107
		SP:Iteration 62Q (68718.720000 sec): 3 clusters
  Score: Raw -9123837.814597 + Penalty 3690.997285 = -9120146.817312
  nChanged 98
		SP:Iteration 63Q (68719.330000 sec): 3 clusters
  Score: Raw -9123841.616661 + Penalty 3690.997285 = -9120150.619376
  nChanged 89
		SP:Iteration 64Q (68719.890000 sec): 3 clusters
  Score: Raw -9123845.192399 + Penalty 3690.997285 = -9120154.195114
  nChanged 95
		SP:Iteration 65Q (68720.560000 sec): 3 clusters
  Score: Raw -9123848.880299 + Penalty 3690.997285 = -9120157.883014
  nChanged 94
		SP:Iteration 66Q (68721.210000 sec): 3 clusters
  Score: Raw -9123852.828147 + Penalty 3690.997285 = -9120161.830862
  nChanged 94
		SP:Iteration 67Q (68721.860000 sec): 3 clusters
  Score: Raw -9123856.456017 + Penalty 3690.997285 = -9120165.458732
  nChanged 86
		SP:Iteration 68Q (68722.460000 sec): 3 clusters
  Score: Raw -9123859.509932 + Penalty 3690.997285 = -9120168.512647
  nChanged 98
		SP:Iteration 69Q (68723.040000 sec): 3 clusters
  Score: Raw -9123863.152109 + Penalty 3690.997285 = -9120172.154824
  nChanged 97
		SP:Iteration 70Q (68723.740000 sec): 3 clusters
  Score: Raw -9123867.087784 + Penalty 3690.997285 = -9120176.090499
  nChanged 101
		SP:Iteration 71Q (68724.400000 sec): 3 clusters
  Score: Raw -9123871.194586 + Penalty 3690.997285 = -9120180.197301
  nChanged 73
		SP:Iteration 72Q (68725.080000 sec): 3 clusters
  Score: Raw -9123873.965519 + Penalty 3690.997285 = -9120182.968234
  nChanged 72
		SP:Iteration 73Q (68725.740000 sec): 3 clusters
  Score: Raw -9123876.536889 + Penalty 3690.997285 = -9120185.539604
  nChanged 69
		SP:Iteration 74Q (68726.440000 sec): 3 clusters
  Score: Raw -9123879.050610 + Penalty 3690.997285 = -9120188.053325
  nChanged 67
		SP:Iteration 75Q (68727.020000 sec): 3 clusters
  Score: Raw -9123881.306824 + Penalty 3690.997285 = -9120190.309539
  nChanged 60
		SP:Iteration 76Q (68727.700000 sec): 3 clusters
  Score: Raw -9123882.965112 + Penalty 3690.997285 = -9120191.967827
  nChanged 54
		SP:Iteration 77Q (68728.330000 sec): 3 clusters
  Score: Raw -9123884.361276 + Penalty 3690.997285 = -9120193.363991
  nChanged 53
		SP:Iteration 78Q (68728.980000 sec): 3 clusters
  Score: Raw -9123885.596016 + Penalty 3690.997285 = -9120194.598731
  nChanged 53
		SP:Iteration 79Q (68729.630000 sec): 3 clusters
  Score: Raw -9123887.064133 + Penalty 3690.997285 = -9120196.066848
  nChanged 53
		SP:Iteration 80F (68730.300000 sec): 3 clusters
  Score: Raw -9123888.483498 + Penalty 3690.997285 = -9120197.486213
  nChanged 51
		SP:Iteration 81Q (68730.850000 sec): 3 clusters
  Score: Raw -9123890.024587 + Penalty 3690.997285 = -9120199.027302
  nChanged 57
		SP:Iteration 82Q (68731.480000 sec): 3 clusters
  Score: Raw -9123892.121643 + Penalty 3690.997285 = -9120201.124358
  nChanged 66
		SP:Iteration 83Q (68732.080000 sec): 3 clusters
  Score: Raw -9123894.346378 + Penalty 3690.997285 = -9120203.349093
  nChanged 55
		SP:Iteration 84Q (68732.690000 sec): 3 clusters
  Score: Raw -9123895.748256 + Penalty 3690.997285 = -9120204.750971
  nChanged 49
		SP:Iteration 85Q (68733.300000 sec): 3 clusters
  Score: Raw -9123896.804975 + Penalty 3690.997285 = -9120205.807690
  nChanged 37
		SP:Iteration 86Q (68733.920000 sec): 3 clusters
  Score: Raw -9123897.703542 + Penalty 3690.997285 = -9120206.706257
  nChanged 39
		SP:Iteration 87Q (68734.530000 sec): 3 clusters
  Score: Raw -9123898.593437 + Penalty 3690.997285 = -9120207.596152
  nChanged 40
		SP:Iteration 88Q (68735.160000 sec): 3 clusters
  Score: Raw -9123899.561504 + Penalty 3690.997285 = -9120208.564219
  nChanged 35
		SP:Iteration 89Q (68735.820000 sec): 3 clusters
  Score: Raw -9123900.360196 + Penalty 3690.997285 = -9120209.362911
  nChanged 39
		SP:Iteration 90Q (68736.500000 sec): 3 clusters
  Score: Raw -9123901.255493 + Penalty 3690.997285 = -9120210.258208
  nChanged 44
		SP:Iteration 91Q (68737.140000 sec): 3 clusters
  Score: Raw -9123902.314975 + Penalty 3690.997285 = -9120211.317690
  nChanged 34
		SP:Iteration 92Q (68737.790000 sec): 3 clusters
  Score: Raw -9123903.005944 + Penalty 3690.997285 = -9120212.008659
  nChanged 32
		SP:Iteration 93Q (68738.410000 sec): 3 clusters
  Score: Raw -9123903.558673 + Penalty 3690.997285 = -9120212.561388
  nChanged 28
		SP:Iteration 94Q (68739.100000 sec): 3 clusters
  Score: Raw -9123904.042467 + Penalty 3690.997285 = -9120213.045182
  nChanged 26
		SP:Iteration 95Q (68739.740000 sec): 3 clusters
  Score: Raw -9123904.632928 + Penalty 3690.997285 = -9120213.635643
  nChanged 37
		SP:Iteration 96Q (68740.400000 sec): 3 clusters
  Score: Raw -9123905.418690 + Penalty 3690.997285 = -9120214.421405
  nChanged 31
		SP:Iteration 97Q (68741.080000 sec): 3 clusters
  Score: Raw -9123906.115121 + Penalty 3690.997285 = -9120215.117836
  nChanged 35
		SP:Iteration 98Q (68741.740000 sec): 3 clusters
  Score: Raw -9123906.977655 + Penalty 3690.997285 = -9120215.980370
  nChanged 30
		SP:Iteration 99Q (68742.400000 sec): 3 clusters
  Score: Raw -9123907.502713 + Penalty 3690.997285 = -9120216.505428
  nChanged 23
		SP:Iteration 100F (68743.110000 sec): 3 clusters
  Score: Raw -9123907.908582 + Penalty 3690.997285 = -9120216.911297
  nChanged 26
		SP:Iteration 101Q (68743.800000 sec): 3 clusters
  Score: Raw -9123908.318954 + Penalty 3690.997285 = -9120217.321669
  nChanged 24
		SP:Iteration 102Q (68744.440000 sec): 3 clusters
  Score: Raw -9123908.632828 + Penalty 3690.997285 = -9120217.635543
  nChanged 19
		SP:Iteration 103Q (68745.140000 sec): 3 clusters
  Score: Raw -9123908.946261 + Penalty 3690.997285 = -9120217.948976
  nChanged 20
		SP:Iteration 104Q (68745.820000 sec): 3 clusters
  Score: Raw -9123909.414681 + Penalty 3690.997285 = -9120218.417396
  nChanged 31
		SP:Iteration 105Q (68746.470000 sec): 3 clusters
  Score: Raw -9123910.109067 + Penalty 3690.997285 = -9120219.111782
  nChanged 27
		SP:Iteration 106Q (68747.150000 sec): 3 clusters
  Score: Raw -9123910.621393 + Penalty 3690.997285 = -9120219.624108
  nChanged 23
		SP:Iteration 107Q (68747.810000 sec): 3 clusters
  Score: Raw -9123911.156090 + Penalty 3690.997285 = -9120220.158805
  nChanged 20
		SP:Iteration 108Q (68748.430000 sec): 3 clusters
  Score: Raw -9123911.635675 + Penalty 3690.997285 = -9120220.638390
  nChanged 26
		SP:Iteration 109Q (68749.070000 sec): 3 clusters
  Score: Raw -9123912.219621 + Penalty 3690.997285 = -9120221.222336
  nChanged 23
		SP:Iteration 110Q (68749.690000 sec): 3 clusters
  Score: Raw -9123912.679418 + Penalty 3690.997285 = -9120221.682133
  nChanged 22
		SP:Iteration 111Q (68750.400000 sec): 3 clusters
  Score: Raw -9123913.065032 + Penalty 3690.997285 = -9120222.067747
  nChanged 18
		SP:Iteration 112Q (68751.090000 sec): 3 clusters
  Score: Raw -9123913.398918 + Penalty 3690.997285 = -9120222.401633
  nChanged 12
		SP:Iteration 113Q (68751.830000 sec): 3 clusters
  Score: Raw -9123913.561854 + Penalty 3690.997285 = -9120222.564569
  nChanged 13
		SP:Iteration 114Q (68752.510000 sec): 3 clusters
  Score: Raw -9123913.780831 + Penalty 3690.997285 = -9120222.783546
  nChanged 14
		SP:Iteration 115Q (68753.220000 sec): 3 clusters
  Score: Raw -9123914.036678 + Penalty 3690.997285 = -9120223.039393
  nChanged 14
		SP:Iteration 116Q (68753.930000 sec): 3 clusters
  Score: Raw -9123914.229300 + Penalty 3690.997285 = -9120223.232015
  nChanged 12
		SP:Iteration 117Q (68754.610000 sec): 3 clusters
  Score: Raw -9123914.417410 + Penalty 3690.997285 = -9120223.420125
  nChanged 10
		SP:Iteration 118Q (68755.320000 sec): 3 clusters
  Score: Raw -9123914.526988 + Penalty 3690.997285 = -9120223.529703
  nChanged 8
		SP:Iteration 119Q (68755.960000 sec): 3 clusters
  Score: Raw -9123914.631674 + Penalty 3690.997285 = -9120223.634389
  nChanged 8
		SP:Iteration 120F (68756.650000 sec): 3 clusters
  Score: Raw -9123914.795646 + Penalty 3690.997285 = -9120223.798361
  nChanged 11
		SP:Iteration 121Q (68757.270000 sec): 3 clusters
  Score: Raw -9123914.995671 + Penalty 3690.997285 = -9120223.998386
  nChanged 8
		SP:Iteration 122Q (68757.950000 sec): 3 clusters
  Score: Raw -9123915.087244 + Penalty 3690.997285 = -9120224.089959
  nChanged 5
		SP:Iteration 123Q (68758.570000 sec): 3 clusters
  Score: Raw -9123915.196476 + Penalty 3690.997285 = -9120224.199191
  nChanged 11
		SP:Iteration 124Q (68759.270000 sec): 3 clusters
  Score: Raw -9123915.394925 + Penalty 3690.997285 = -9120224.397640
  nChanged 9
		SP:Iteration 125Q (68759.870000 sec): 3 clusters
  Score: Raw -9123915.518140 + Penalty 3690.997285 = -9120224.520855
  nChanged 8
		SP:Iteration 126Q (68760.540000 sec): 3 clusters
  Score: Raw -9123915.599227 + Penalty 3690.997285 = -9120224.601942
  nChanged 7
		SP:Iteration 127Q (68761.240000 sec): 3 clusters
  Score: Raw -9123915.718660 + Penalty 3690.997285 = -9120224.721375
  nChanged 5
		SP:Iteration 128Q (68761.930000 sec): 3 clusters
  Score: Raw -9123915.796452 + Penalty 3690.997285 = -9120224.799167
  nChanged 8
		SP:Iteration 129Q (68762.610000 sec): 3 clusters
  Score: Raw -9123915.926334 + Penalty 3690.997285 = -9120224.929049
  nChanged 5
		SP:Iteration 130Q (68763.300000 sec): 3 clusters
  Score: Raw -9123916.019957 + Penalty 3690.997285 = -9120225.022672
  nChanged 10
		SP:Iteration 131Q (68763.870000 sec): 3 clusters
  Score: Raw -9123916.139339 + Penalty 3690.997285 = -9120225.142054
  nChanged 11
		SP:Iteration 132Q (68764.550000 sec): 3 clusters
  Score: Raw -9123916.257014 + Penalty 3690.997285 = -9120225.259729
  nChanged 15
		SP:Iteration 133Q (68765.260000 sec): 3 clusters
  Score: Raw -9123916.470045 + Penalty 3690.997285 = -9120225.472760
  nChanged 14
		SP:Iteration 134Q (68765.940000 sec): 3 clusters
  Score: Raw -9123916.706846 + Penalty 3690.997285 = -9120225.709561
  nChanged 15
		SP:Iteration 135Q (68766.560000 sec): 3 clusters
  Score: Raw -9123916.925509 + Penalty 3690.997285 = -9120225.928224
  nChanged 15
		SP:Iteration 136Q (68767.240000 sec): 3 clusters
  Score: Raw -9123917.133995 + Penalty 3690.997285 = -9120226.136710
  nChanged 16
		SP:Iteration 137Q (68767.940000 sec): 3 clusters
  Score: Raw -9123917.368173 + Penalty 3690.997285 = -9120226.370888
  nChanged 16
		SP:Iteration 138Q (68768.600000 sec): 3 clusters
  Score: Raw -9123917.679242 + Penalty 3690.997285 = -9120226.681957
  nChanged 17
		SP:Iteration 139Q (68769.240000 sec): 3 clusters
  Score: Raw -9123917.932966 + Penalty 3690.997285 = -9120226.935681
  nChanged 18
		SP:Iteration 140F (68769.970000 sec): 3 clusters
  Score: Raw -9123918.255120 + Penalty 3690.997285 = -9120227.257835
  nChanged 16
		SP:Iteration 141Q (68770.560000 sec): 3 clusters
  Score: Raw -9123918.512501 + Penalty 3690.997285 = -9120227.515216
  nChanged 14
		SP:Iteration 142Q (68771.240000 sec): 3 clusters
  Score: Raw -9123918.804348 + Penalty 3690.997285 = -9120227.807063
  nChanged 18
		SP:Iteration 143Q (68771.950000 sec): 3 clusters
  Score: Raw -9123919.160196 + Penalty 3690.997285 = -9120228.162911
  nChanged 19
		SP:Iteration 144Q (68772.640000 sec): 3 clusters
  Score: Raw -9123919.380734 + Penalty 3690.997285 = -9120228.383449
  nChanged 9
		SP:Iteration 145Q (68773.290000 sec): 3 clusters
  Score: Raw -9123919.553002 + Penalty 3690.997285 = -9120228.555717
  nChanged 7
		SP:Iteration 146Q (68773.810000 sec): 3 clusters
  Score: Raw -9123919.675300 + Penalty 3690.997285 = -9120228.678015
  nChanged 9
		SP:Iteration 147Q (68774.390000 sec): 3 clusters
  Score: Raw -9123919.778222 + Penalty 3690.997285 = -9120228.780937
  nChanged 15
		SP:Iteration 148Q (68775.070000 sec): 3 clusters
  Score: Raw -9123920.010668 + Penalty 3690.997285 = -9120229.013383
  nChanged 16
		SP:Iteration 149Q (68775.740000 sec): 3 clusters
  Score: Raw -9123920.336260 + Penalty 3690.997285 = -9120229.338975
  nChanged 23
		SP:Iteration 150Q (68776.420000 sec): 3 clusters
  Score: Raw -9123920.820376 + Penalty 3690.997285 = -9120229.823091
  nChanged 23
		SP:Iteration 151Q (68777.100000 sec): 3 clusters
  Score: Raw -9123921.304740 + Penalty 3690.997285 = -9120230.307455
  nChanged 19
		SP:Iteration 152Q (68777.780000 sec): 3 clusters
  Score: Raw -9123921.661338 + Penalty 3690.997285 = -9120230.664053
  nChanged 25
		SP:Iteration 153Q (68778.430000 sec): 3 clusters
  Score: Raw -9123922.246098 + Penalty 3690.997285 = -9120231.248813
  nChanged 23
		SP:Iteration 154Q (68779.130000 sec): 3 clusters
  Score: Raw -9123922.624005 + Penalty 3690.997285 = -9120231.626720
  nChanged 16
		SP:Iteration 155Q (68779.800000 sec): 3 clusters
  Score: Raw -9123922.963086 + Penalty 3690.997285 = -9120231.965801
  nChanged 22
		SP:Iteration 156Q (68780.570000 sec): 3 clusters
  Score: Raw -9123923.440253 + Penalty 3690.997285 = -9120232.442968
  nChanged 25
		SP:Iteration 157Q (68781.250000 sec): 3 clusters
  Score: Raw -9123923.978008 + Penalty 3690.997285 = -9120232.980723
  nChanged 22
		SP:Iteration 158Q (68782.050000 sec): 3 clusters
  Score: Raw -9123924.349262 + Penalty 3690.997285 = -9120233.351977
  nChanged 20
		SP:Iteration 159Q (68782.790000 sec): 3 clusters
  Score: Raw -9123924.664205 + Penalty 3690.997285 = -9120233.666920
  nChanged 19
		SP:Iteration 160F (68783.580000 sec): 3 clusters
  Score: Raw -9123925.031410 + Penalty 3690.997285 = -9120234.034125
  nChanged 23
		SP:Iteration 161Q (68784.350000 sec): 3 clusters
  Score: Raw -9123925.531337 + Penalty 3690.997285 = -9120234.534052
  nChanged 25
		SP:Iteration 162Q (68785.130000 sec): 3 clusters
  Score: Raw -9123926.119277 + Penalty 3690.997285 = -9120235.121992
  nChanged 24
		SP:Iteration 163Q (68785.880000 sec): 3 clusters
  Score: Raw -9123926.617239 + Penalty 3690.997285 = -9120235.619954
  nChanged 22
		SP:Iteration 164Q (68786.640000 sec): 3 clusters
  Score: Raw -9123927.073167 + Penalty 3690.997285 = -9120236.075882
  nChanged 18
		SP:Iteration 165Q (68787.420000 sec): 3 clusters
  Score: Raw -9123927.377985 + Penalty 3690.997285 = -9120236.380700
  nChanged 15
		SP:Iteration 166Q (68788.200000 sec): 3 clusters
  Score: Raw -9123927.637181 + Penalty 3690.997285 = -9120236.639896
  nChanged 14
		SP:Iteration 167Q (68788.950000 sec): 3 clusters
  Score: Raw -9123927.818415 + Penalty 3690.997285 = -9120236.821130
  nChanged 11
		SP:Iteration 168Q (68789.580000 sec): 3 clusters
  Score: Raw -9123927.969088 + Penalty 3690.997285 = -9120236.971803
  nChanged 10
		SP:Iteration 169Q (68790.250000 sec): 3 clusters
  Score: Raw -9123928.057167 + Penalty 3690.997285 = -9120237.059882
  nChanged 5
		SP:Iteration 170Q (68790.930000 sec): 3 clusters
  Score: Raw -9123928.115208 + Penalty 3690.997285 = -9120237.117923
  nChanged 5
		SP:Iteration 171Q (68791.620000 sec): 3 clusters
  Score: Raw -9123928.193807 + Penalty 3690.997285 = -9120237.196522
  nChanged 7
		SP:Iteration 172Q (68792.260000 sec): 3 clusters
  Score: Raw -9123928.272144 + Penalty 3690.997285 = -9120237.274859
  nChanged 1
		SP:Iteration 173Q (68792.830000 sec): 3 clusters
  Score: Raw -9123928.278120 + Penalty 3690.997285 = -9120237.280835
  nChanged 1
		SP:Iteration 174Q (68793.420000 sec): 3 clusters
  Score: Raw -9123928.321888 + Penalty 3690.997285 = -9120237.324603
  nChanged 3
		SP:Iteration 175Q (68794.090000 sec): 3 clusters
  Score: Raw -9123928.360956 + Penalty 3690.997285 = -9120237.363671
  nChanged 2
		SP:Iteration 176Q (68794.760000 sec): 3 clusters
  Score: Raw -9123928.391569 + Penalty 3690.997285 = -9120237.394284
  nChanged 1
		SP:Iteration 177Q (68795.360000 sec): 3 clusters
  Score: Raw -9123928.400916 + Penalty 3690.997285 = -9120237.403631
  nChanged 1
		SP:Iteration 178Q (68795.990000 sec): 3 clusters
  Score: Raw -9123928.406757 + Penalty 3690.997285 = -9120237.409472
  nChanged 0
		SP:Iteration 179F (68796.630000 sec): 3 clusters
  Score: Raw -9123928.406757 + Penalty 3690.997285 = -9120237.409472
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68796.880000 sec): 2 clusters
  Score: Raw -2642418.242894 + Penalty 1643.780150 = -2640774.462744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68797.230000 sec): 3 clusters
  Score: Raw -2627381.829797 + Penalty 3287.560301 = -2624094.269496
  nChanged 11194
		SP:Iteration 1F (68797.580000 sec): 3 clusters
  Score: Raw -2633499.615315 + Penalty 3287.560301 = -2630212.055014
  nChanged 1172
		SP:Iteration 2Q (68797.890000 sec): 3 clusters
  Score: Raw -2633906.591122 + Penalty 3287.560301 = -2630619.030821
  nChanged 1132
		SP:Iteration 3Q (68798.320000 sec): 3 clusters
  Score: Raw -2634361.669834 + Penalty 3287.560301 = -2631074.109533
  nChanged 1247
		SP:Iteration 4F (68798.610000 sec): 3 clusters
  Score: Raw -2634939.668179 + Penalty 3287.560301 = -2631652.107878
  nChanged 1319
		SP:Iteration 5F (68798.940000 sec): 3 clusters
  Score: Raw -2635663.935586 + Penalty 3287.560301 = -2632376.375285
  nChanged 1435
		SP:Iteration 6F (68799.230000 sec): 3 clusters
  Score: Raw -2636530.277249 + Penalty 3287.560301 = -2633242.716948
  nChanged 1449
		SP:Iteration 7F (68799.510000 sec): 3 clusters
  Score: Raw -2637450.515845 + Penalty 3287.560301 = -2634162.955544
  nChanged 1365
		SP:Iteration 8F (68799.830000 sec): 3 clusters
  Score: Raw -2638287.891109 + Penalty 3287.560301 = -2635000.330808
  nChanged 1249
		SP:Iteration 9F (68800.090000 sec): 3 clusters
  Score: Raw -2638902.271666 + Penalty 3287.560301 = -2635614.711365
  nChanged 1039
		SP:Iteration 10Q (68800.360000 sec): 3 clusters
  Score: Raw -2639306.091884 + Penalty 3287.560301 = -2636018.531583
  nChanged 768
		SP:Iteration 11Q (68800.640000 sec): 3 clusters
  Score: Raw -2639567.203256 + Penalty 3287.560301 = -2636279.642955
  nChanged 621
		SP:Iteration 12Q (68800.970000 sec): 3 clusters
  Score: Raw -2639743.782824 + Penalty 3287.560301 = -2636456.222524
  nChanged 520
		SP:Iteration 13Q (68801.280000 sec): 3 clusters
  Score: Raw -2639872.448844 + Penalty 3287.560301 = -2636584.888543
  nChanged 423
		SP:Iteration 14Q (68801.620000 sec): 3 clusters
  Score: Raw -2639970.107508 + Penalty 3287.560301 = -2636682.547207
  nChanged 387
		SP:Iteration 15Q (68802.010000 sec): 3 clusters
  Score: Raw -2640055.642776 + Penalty 3287.560301 = -2636768.082475
  nChanged 379
		SP:Iteration 16Q (68802.290000 sec): 3 clusters
  Score: Raw -2640144.993998 + Penalty 3287.560301 = -2636857.433697
  nChanged 411
		SP:Iteration 17Q (68802.700000 sec): 3 clusters
  Score: Raw -2640245.398889 + Penalty 3287.560301 = -2636957.838589
  nChanged 446
		SP:Iteration 18Q (68803.040000 sec): 3 clusters
  Score: Raw -2640358.262912 + Penalty 3287.560301 = -2637070.702611
  nChanged 483
		SP:Iteration 19Q (68803.340000 sec): 3 clusters
  Score: Raw -2640490.155099 + Penalty 3287.560301 = -2637202.594799
  nChanged 488
		SP:Iteration 20F (68803.660000 sec): 3 clusters
  Score: Raw -2640632.483455 + Penalty 3287.560301 = -2637344.923154
  nChanged 558
		SP:Iteration 21Q (68803.940000 sec): 3 clusters
  Score: Raw -2640804.883327 + Penalty 3287.560301 = -2637517.323026
  nChanged 574
		SP:Iteration 22Q (68804.270000 sec): 3 clusters
  Score: Raw -2640993.932469 + Penalty 3287.560301 = -2637706.372169
  nChanged 605
		SP:Iteration 23Q (68804.580000 sec): 3 clusters
  Score: Raw -2641195.098963 + Penalty 3287.560301 = -2637907.538662
  nChanged 552
		SP:Iteration 24Q (68804.920000 sec): 3 clusters
  Score: Raw -2641369.430466 + Penalty 3287.560301 = -2638081.870166
  nChanged 537
		SP:Iteration 25Q (68805.240000 sec): 3 clusters
  Score: Raw -2641551.938450 + Penalty 3287.560301 = -2638264.378149
  nChanged 544
		SP:Iteration 26Q (68805.540000 sec): 3 clusters
  Score: Raw -2641732.629887 + Penalty 3287.560301 = -2638445.069586
  nChanged 515
		SP:Iteration 27Q (68805.860000 sec): 3 clusters
  Score: Raw -2641902.056519 + Penalty 3287.560301 = -2638614.496218
  nChanged 479
		SP:Iteration 28Q (68806.220000 sec): 3 clusters
  Score: Raw -2642072.838648 + Penalty 3287.560301 = -2638785.278347
  nChanged 435
		SP:Iteration 29Q (68806.510000 sec): 3 clusters
  Score: Raw -2642231.299455 + Penalty 3287.560301 = -2638943.739154
  nChanged 402
		SP:Iteration 30Q (68806.800000 sec): 3 clusters
  Score: Raw -2642370.214270 + Penalty 3287.560301 = -2639082.653969
  nChanged 372
		SP:Iteration 31Q (68807.080000 sec): 3 clusters
  Score: Raw -2642490.268840 + Penalty 3287.560301 = -2639202.708539
  nChanged 320
		SP:Iteration 32Q (68807.410000 sec): 3 clusters
  Score: Raw -2642593.065793 + Penalty 3287.560301 = -2639305.505492
  nChanged 291
		SP:Iteration 33Q (68807.700000 sec): 3 clusters
  Score: Raw -2642683.592683 + Penalty 3287.560301 = -2639396.032382
  nChanged 238
		SP:Iteration 34Q (68808.050000 sec): 3 clusters
  Score: Raw -2642757.195776 + Penalty 3287.560301 = -2639469.635475
  nChanged 209
		SP:Iteration 35Q (68808.320000 sec): 3 clusters
  Score: Raw -2642823.801199 + Penalty 3287.560301 = -2639536.240899
  nChanged 190
		SP:Iteration 36Q (68808.610000 sec): 3 clusters
  Score: Raw -2642881.205036 + Penalty 3287.560301 = -2639593.644735
  nChanged 177
		SP:Iteration 37Q (68808.910000 sec): 3 clusters
  Score: Raw -2642926.400189 + Penalty 3287.560301 = -2639638.839888
  nChanged 149
		SP:Iteration 38Q (68809.230000 sec): 3 clusters
  Score: Raw -2642966.218656 + Penalty 3287.560301 = -2639678.658355
  nChanged 132
		SP:Iteration 39Q (68809.500000 sec): 3 clusters
  Score: Raw -2643003.791352 + Penalty 3287.560301 = -2639716.231052
  nChanged 115
		SP:Iteration 40F (68809.830000 sec): 3 clusters
  Score: Raw -2643030.443981 + Penalty 3287.560301 = -2639742.883680
  nChanged 91
		SP:Iteration 41Q (68810.130000 sec): 3 clusters
  Score: Raw -2643048.921539 + Penalty 3287.560301 = -2639761.361238
  nChanged 76
		SP:Iteration 42Q (68810.410000 sec): 3 clusters
  Score: Raw -2643064.245833 + Penalty 3287.560301 = -2639776.685532
  nChanged 54
		SP:Iteration 43Q (68810.710000 sec): 3 clusters
  Score: Raw -2643073.954499 + Penalty 3287.560301 = -2639786.394198
  nChanged 46
		SP:Iteration 44Q (68810.990000 sec): 3 clusters
  Score: Raw -2643080.653943 + Penalty 3287.560301 = -2639793.093642
  nChanged 38
		SP:Iteration 45Q (68811.320000 sec): 3 clusters
  Score: Raw -2643086.693526 + Penalty 3287.560301 = -2639799.133225
  nChanged 39
		SP:Iteration 46Q (68811.660000 sec): 3 clusters
  Score: Raw -2643093.392819 + Penalty 3287.560301 = -2639805.832518
  nChanged 42
		SP:Iteration 47Q (68811.930000 sec): 3 clusters
  Score: Raw -2643100.398136 + Penalty 3287.560301 = -2639812.837835
  nChanged 31
		SP:Iteration 48Q (68812.210000 sec): 3 clusters
  Score: Raw -2643105.970724 + Penalty 3287.560301 = -2639818.410423
  nChanged 28
		SP:Iteration 49Q (68812.510000 sec): 3 clusters
  Score: Raw -2643110.974488 + Penalty 3287.560301 = -2639823.414187
  nChanged 29
		SP:Iteration 50Q (68812.860000 sec): 3 clusters
  Score: Raw -2643115.219493 + Penalty 3287.560301 = -2639827.659192
  nChanged 25
		SP:Iteration 51Q (68813.190000 sec): 3 clusters
  Score: Raw -2643119.090592 + Penalty 3287.560301 = -2639831.530291
  nChanged 19
		SP:Iteration 52Q (68813.510000 sec): 3 clusters
  Score: Raw -2643121.629348 + Penalty 3287.560301 = -2639834.069047
  nChanged 19
		SP:Iteration 53Q (68813.790000 sec): 3 clusters
  Score: Raw -2643123.953913 + Penalty 3287.560301 = -2639836.393612
  nChanged 11
		SP:Iteration 54Q (68814.070000 sec): 3 clusters
  Score: Raw -2643125.556863 + Penalty 3287.560301 = -2639837.996562
  nChanged 10
		SP:Iteration 55Q (68814.370000 sec): 3 clusters
  Score: Raw -2643127.388808 + Penalty 3287.560301 = -2639839.828507
  nChanged 14
		SP:Iteration 56Q (68814.600000 sec): 3 clusters
  Score: Raw -2643129.880200 + Penalty 3287.560301 = -2639842.319899
  nChanged 16
		SP:Iteration 57Q (68814.890000 sec): 3 clusters
  Score: Raw -2643132.789809 + Penalty 3287.560301 = -2639845.229509
  nChanged 20
		SP:Iteration 58Q (68815.250000 sec): 3 clusters
  Score: Raw -2643136.300469 + Penalty 3287.560301 = -2639848.740168
  nChanged 18
		SP:Iteration 59Q (68815.520000 sec): 3 clusters
  Score: Raw -2643138.903931 + Penalty 3287.560301 = -2639851.343630
  nChanged 18
		SP:Iteration 60F (68815.810000 sec): 3 clusters
  Score: Raw -2643141.438486 + Penalty 3287.560301 = -2639853.878185
  nChanged 12
		SP:Iteration 61Q (68816.070000 sec): 3 clusters
  Score: Raw -2643143.215782 + Penalty 3287.560301 = -2639855.655481
  nChanged 15
		SP:Iteration 62Q (68816.370000 sec): 3 clusters
  Score: Raw -2643146.357098 + Penalty 3287.560301 = -2639858.796797
  nChanged 17
		SP:Iteration 63Q (68816.690000 sec): 3 clusters
  Score: Raw -2643149.297690 + Penalty 3287.560301 = -2639861.737390
  nChanged 15
		SP:Iteration 64Q (68817.000000 sec): 3 clusters
  Score: Raw -2643151.307354 + Penalty 3287.560301 = -2639863.747053
  nChanged 10
		SP:Iteration 65Q (68817.350000 sec): 3 clusters
  Score: Raw -2643152.870429 + Penalty 3287.560301 = -2639865.310128
  nChanged 15
		SP:Iteration 66Q (68817.630000 sec): 3 clusters
  Score: Raw -2643155.252182 + Penalty 3287.560301 = -2639867.691881
  nChanged 10
		SP:Iteration 67Q (68818.030000 sec): 3 clusters
  Score: Raw -2643157.126356 + Penalty 3287.560301 = -2639869.566055
  nChanged 14
		SP:Iteration 68Q (68818.320000 sec): 3 clusters
  Score: Raw -2643159.785695 + Penalty 3287.560301 = -2639872.225394
  nChanged 18
		SP:Iteration 69Q (68818.620000 sec): 3 clusters
  Score: Raw -2643162.829022 + Penalty 3287.560301 = -2639875.268721
  nChanged 11
		SP:Iteration 70Q (68818.920000 sec): 3 clusters
  Score: Raw -2643164.205910 + Penalty 3287.560301 = -2639876.645609
  nChanged 11
		SP:Iteration 71Q (68819.210000 sec): 3 clusters
  Score: Raw -2643166.013697 + Penalty 3287.560301 = -2639878.453396
  nChanged 10
		SP:Iteration 72Q (68819.530000 sec): 3 clusters
  Score: Raw -2643167.585389 + Penalty 3287.560301 = -2639880.025088
  nChanged 9
		SP:Iteration 73Q (68819.880000 sec): 3 clusters
  Score: Raw -2643169.274696 + Penalty 3287.560301 = -2639881.714395
  nChanged 8
		SP:Iteration 74Q (68820.190000 sec): 3 clusters
  Score: Raw -2643170.730164 + Penalty 3287.560301 = -2639883.169863
  nChanged 9
		SP:Iteration 75Q (68820.480000 sec): 3 clusters
  Score: Raw -2643171.984315 + Penalty 3287.560301 = -2639884.424014
  nChanged 5
		SP:Iteration 76Q (68820.760000 sec): 3 clusters
  Score: Raw -2643172.974060 + Penalty 3287.560301 = -2639885.413759
  nChanged 4
		SP:Iteration 77Q (68821.090000 sec): 3 clusters
  Score: Raw -2643173.598922 + Penalty 3287.560301 = -2639886.038621
  nChanged 4
		SP:Iteration 78Q (68821.380000 sec): 3 clusters
  Score: Raw -2643174.367719 + Penalty 3287.560301 = -2639886.807418
  nChanged 4
		SP:Iteration 79Q (68821.710000 sec): 3 clusters
  Score: Raw -2643174.894116 + Penalty 3287.560301 = -2639887.333815
  nChanged 4
		SP:Iteration 80F (68822.000000 sec): 3 clusters
  Score: Raw -2643175.332070 + Penalty 3287.560301 = -2639887.771769
  nChanged 5
		SP:Iteration 81Q (68822.360000 sec): 3 clusters
  Score: Raw -2643175.940709 + Penalty 3287.560301 = -2639888.380408
  nChanged 2
		SP:Iteration 82Q (68822.660000 sec): 3 clusters
  Score: Raw -2643176.333229 + Penalty 3287.560301 = -2639888.772928
  nChanged 3
		SP:Iteration 83Q (68823.000000 sec): 3 clusters
  Score: Raw -2643176.884996 + Penalty 3287.560301 = -2639889.324695
  nChanged 4
		SP:Iteration 84Q (68823.330000 sec): 3 clusters
  Score: Raw -2643177.354528 + Penalty 3287.560301 = -2639889.794228
  nChanged 2
		SP:Iteration 85Q (68823.680000 sec): 3 clusters
  Score: Raw -2643177.566105 + Penalty 3287.560301 = -2639890.005804
  nChanged 1
		SP:Iteration 86Q (68824.020000 sec): 3 clusters
  Score: Raw -2643177.822885 + Penalty 3287.560301 = -2639890.262584
  nChanged 1
		SP:Iteration 87Q (68824.280000 sec): 3 clusters
  Score: Raw -2643177.961814 + Penalty 3287.560301 = -2639890.401513
  nChanged 1
		SP:Iteration 88Q (68824.600000 sec): 3 clusters
  Score: Raw -2643178.189663 + Penalty 3287.560301 = -2639890.629362
  nChanged 1
		SP:Iteration 89Q (68824.900000 sec): 3 clusters
  Score: Raw -2643178.380525 + Penalty 3287.560301 = -2639890.820224
  nChanged 1
		SP:Iteration 90Q (68825.210000 sec): 3 clusters
  Score: Raw -2643178.533346 + Penalty 3287.560301 = -2639890.973045
  nChanged 1
		SP:Iteration 91Q (68825.570000 sec): 3 clusters
  Score: Raw -2643178.670293 + Penalty 3287.560301 = -2639891.109992
  nChanged 1
		SP:Iteration 92Q (68825.880000 sec): 3 clusters
  Score: Raw -2643178.879471 + Penalty 3287.560301 = -2639891.319170
  nChanged 2
		SP:Iteration 93Q (68826.200000 sec): 3 clusters
  Score: Raw -2643179.112685 + Penalty 3287.560301 = -2639891.552384
  nChanged 3
		SP:Iteration 94Q (68826.540000 sec): 3 clusters
  Score: Raw -2643179.470411 + Penalty 3287.560301 = -2639891.910110
  nChanged 0
		SP:Iteration 95F (68826.870000 sec): 3 clusters
  Score: Raw -2643179.470411 + Penalty 3287.560301 = -2639891.910110
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68826.990000 sec): 2 clusters
  Score: Raw -163070.414393 + Penalty 1199.291566 = -161871.122827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68827.120000 sec): 3 clusters
  Score: Raw -162440.046511 + Penalty 2398.583131 = -160041.463380
  nChanged 540
		SP:Iteration 1F (68827.280000 sec): 3 clusters
  Score: Raw -162828.478176 + Penalty 2398.583131 = -160429.895045
  nChanged 133
		SP:Iteration 2F (68827.420000 sec): 3 clusters
  Score: Raw -162989.496391 + Penalty 2398.583131 = -160590.913260
  nChanged 104
		SP:Iteration 3F (68827.570000 sec): 3 clusters
  Score: Raw -163114.868254 + Penalty 2398.583131 = -160716.285123
  nChanged 80
		SP:Iteration 4Q (68827.710000 sec): 3 clusters
  Score: Raw -163194.480442 + Penalty 2398.583131 = -160795.897311
  nChanged 57
		SP:Iteration 5Q (68827.830000 sec): 3 clusters
  Score: Raw -163252.256177 + Penalty 2398.583131 = -160853.673046
  nChanged 40
		SP:Iteration 6Q (68827.960000 sec): 3 clusters
  Score: Raw -163283.966890 + Penalty 2398.583131 = -160885.383758
  nChanged 29
		SP:Iteration 7Q (68828.110000 sec): 3 clusters
  Score: Raw -163313.422534 + Penalty 2398.583131 = -160914.839403
  nChanged 25
		SP:Iteration 8Q (68828.300000 sec): 3 clusters
  Score: Raw -163335.705914 + Penalty 2398.583131 = -160937.122783
  nChanged 32
		SP:Iteration 9Q (68828.490000 sec): 3 clusters
  Score: Raw -163369.795259 + Penalty 2398.583131 = -160971.212127
  nChanged 30
		SP:Iteration 10Q (68828.660000 sec): 3 clusters
  Score: Raw -163404.346364 + Penalty 2398.583131 = -161005.763233
  nChanged 28
		SP:Iteration 11Q (68828.830000 sec): 3 clusters
  Score: Raw -163423.082684 + Penalty 2398.583131 = -161024.499553
  nChanged 15
		SP:Iteration 12Q (68829.000000 sec): 3 clusters
  Score: Raw -163435.388831 + Penalty 2398.583131 = -161036.805700
  nChanged 12
		SP:Iteration 13Q (68829.180000 sec): 3 clusters
  Score: Raw -163443.984161 + Penalty 2398.583131 = -161045.401030
  nChanged 8
		SP:Iteration 14Q (68829.370000 sec): 3 clusters
  Score: Raw -163448.097997 + Penalty 2398.583131 = -161049.514866
  nChanged 4
		SP:Iteration 15Q (68829.520000 sec): 3 clusters
  Score: Raw -163452.033965 + Penalty 2398.583131 = -161053.450834
  nChanged 2
		SP:Iteration 16Q (68829.720000 sec): 3 clusters
  Score: Raw -163453.820034 + Penalty 2398.583131 = -161055.236903
  nChanged 4
		SP:Iteration 17Q (68829.900000 sec): 3 clusters
  Score: Raw -163457.041569 + Penalty 2398.583131 = -161058.458438
  nChanged 5
		SP:Iteration 18Q (68830.050000 sec): 3 clusters
  Score: Raw -163460.602351 + Penalty 2398.583131 = -161062.019220
  nChanged 2
		SP:Iteration 19Q (68830.230000 sec): 3 clusters
  Score: Raw -163462.360566 + Penalty 2398.583131 = -161063.777434
  nChanged 1
		SP:Iteration 20F (68830.390000 sec): 3 clusters
  Score: Raw -163463.207395 + Penalty 2398.583131 = -161064.624263
  nChanged 1
		SP:Iteration 21Q (68830.590000 sec): 3 clusters
  Score: Raw -163463.454069 + Penalty 2398.583131 = -161064.870938
  nChanged 0
		SP:Iteration 22F (68830.800000 sec): 3 clusters
  Score: Raw -163463.454069 + Penalty 2398.583131 = -161064.870938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68830.950000 sec): 2 clusters
  Score: Raw -1526409.720834 + Penalty 1562.979537 = -1524846.741298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68831.300000 sec): 3 clusters
  Score: Raw -1517487.437688 + Penalty 3125.959073 = -1514361.478615
  nChanged 6755
		SP:Iteration 1F (68831.540000 sec): 3 clusters
  Score: Raw -1521211.170749 + Penalty 3125.959073 = -1518085.211675
  nChanged 830
		SP:Iteration 2F (68831.790000 sec): 3 clusters
  Score: Raw -1521541.498766 + Penalty 3125.959073 = -1518415.539693
  nChanged 742
		SP:Iteration 3Q (68832.130000 sec): 3 clusters
  Score: Raw -1521897.393620 + Penalty 3125.959073 = -1518771.434547
  nChanged 734
		SP:Iteration 4Q (68832.450000 sec): 3 clusters
  Score: Raw -1522326.591013 + Penalty 3125.959073 = -1519200.631939
  nChanged 809
		SP:Iteration 5F (68832.700000 sec): 3 clusters
  Score: Raw -1522873.955571 + Penalty 3125.959073 = -1519747.996498
  nChanged 832
		SP:Iteration 6F (68832.950000 sec): 3 clusters
  Score: Raw -1523536.319295 + Penalty 3125.959073 = -1520410.360222
  nChanged 827
		SP:Iteration 7F (68833.280000 sec): 3 clusters
  Score: Raw -1524278.331201 + Penalty 3125.959073 = -1521152.372128
  nChanged 714
		SP:Iteration 8Q (68833.560000 sec): 3 clusters
  Score: Raw -1524886.517196 + Penalty 3125.959073 = -1521760.558123
  nChanged 577
		SP:Iteration 9Q (68833.820000 sec): 3 clusters
  Score: Raw -1525351.306525 + Penalty 3125.959073 = -1522225.347452
  nChanged 465
		SP:Iteration 10Q (68834.060000 sec): 3 clusters
  Score: Raw -1525704.840580 + Penalty 3125.959073 = -1522578.881506
  nChanged 353
		SP:Iteration 11Q (68834.300000 sec): 3 clusters
  Score: Raw -1525941.863379 + Penalty 3125.959073 = -1522815.904306
  nChanged 269
		SP:Iteration 12Q (68834.510000 sec): 3 clusters
  Score: Raw -1526110.882039 + Penalty 3125.959073 = -1522984.922966
  nChanged 186
		SP:Iteration 13Q (68834.730000 sec): 3 clusters
  Score: Raw -1526221.248433 + Penalty 3125.959073 = -1523095.289360
  nChanged 152
		SP:Iteration 14Q (68835.020000 sec): 3 clusters
  Score: Raw -1526297.463174 + Penalty 3125.959073 = -1523171.504100
  nChanged 105
		SP:Iteration 15Q (68835.340000 sec): 3 clusters
  Score: Raw -1526347.675128 + Penalty 3125.959073 = -1523221.716055
  nChanged 91
		SP:Iteration 16Q (68835.570000 sec): 3 clusters
  Score: Raw -1526392.166229 + Penalty 3125.959073 = -1523266.207155
  nChanged 83
		SP:Iteration 17Q (68835.840000 sec): 3 clusters
  Score: Raw -1526430.137482 + Penalty 3125.959073 = -1523304.178409
  nChanged 63
		SP:Iteration 18Q (68836.060000 sec): 3 clusters
  Score: Raw -1526455.952545 + Penalty 3125.959073 = -1523329.993472
  nChanged 47
		SP:Iteration 19Q (68836.340000 sec): 3 clusters
  Score: Raw -1526478.523553 + Penalty 3125.959073 = -1523352.564479
  nChanged 36
		SP:Iteration 20F (68836.630000 sec): 3 clusters
  Score: Raw -1526493.411173 + Penalty 3125.959073 = -1523367.452099
  nChanged 33
		SP:Iteration 21Q (68836.880000 sec): 3 clusters
  Score: Raw -1526504.686568 + Penalty 3125.959073 = -1523378.727495
  nChanged 31
		SP:Iteration 22Q (68837.140000 sec): 3 clusters
  Score: Raw -1526520.804956 + Penalty 3125.959073 = -1523394.845883
  nChanged 26
		SP:Iteration 23Q (68837.380000 sec): 3 clusters
  Score: Raw -1526531.373785 + Penalty 3125.959073 = -1523405.414711
  nChanged 23
		SP:Iteration 24Q (68837.620000 sec): 3 clusters
  Score: Raw -1526539.504005 + Penalty 3125.959073 = -1523413.544932
  nChanged 13
		SP:Iteration 25Q (68837.880000 sec): 3 clusters
  Score: Raw -1526547.162403 + Penalty 3125.959073 = -1523421.203330
  nChanged 19
		SP:Iteration 26Q (68838.110000 sec): 3 clusters
  Score: Raw -1526557.630928 + Penalty 3125.959073 = -1523431.671854
  nChanged 16
		SP:Iteration 27Q (68838.360000 sec): 3 clusters
  Score: Raw -1526563.814160 + Penalty 3125.959073 = -1523437.855087
  nChanged 7
		SP:Iteration 28Q (68838.600000 sec): 3 clusters
  Score: Raw -1526565.541635 + Penalty 3125.959073 = -1523439.582561
  nChanged 9
		SP:Iteration 29Q (68838.840000 sec): 3 clusters
  Score: Raw -1526568.267030 + Penalty 3125.959073 = -1523442.307957
  nChanged 8
		SP:Iteration 30Q (68839.080000 sec): 3 clusters
  Score: Raw -1526570.028387 + Penalty 3125.959073 = -1523444.069314
  nChanged 2
		SP:Iteration 31Q (68839.290000 sec): 3 clusters
  Score: Raw -1526570.818919 + Penalty 3125.959073 = -1523444.859846
  nChanged 2
		SP:Iteration 32Q (68839.530000 sec): 3 clusters
  Score: Raw -1526571.011572 + Penalty 3125.959073 = -1523445.052499
  nChanged 2
		SP:Iteration 33Q (68839.770000 sec): 3 clusters
  Score: Raw -1526571.536287 + Penalty 3125.959073 = -1523445.577213
  nChanged 3
		SP:Iteration 34Q (68840.040000 sec): 3 clusters
  Score: Raw -1526573.502963 + Penalty 3125.959073 = -1523447.543890
  nChanged 4
		SP:Iteration 35Q (68840.220000 sec): 3 clusters
  Score: Raw -1526574.290635 + Penalty 3125.959073 = -1523448.331562
  nChanged 2
		SP:Iteration 36Q (68840.490000 sec): 3 clusters
  Score: Raw -1526574.558512 + Penalty 3125.959073 = -1523448.599438
  nChanged 2
		SP:Iteration 37Q (68840.720000 sec): 3 clusters
  Score: Raw -1526575.230895 + Penalty 3125.959073 = -1523449.271821
  nChanged 3
		SP:Iteration 38Q (68841.060000 sec): 3 clusters
  Score: Raw -1526576.070017 + Penalty 3125.959073 = -1523450.110943
  nChanged 3
		SP:Iteration 39Q (68841.280000 sec): 3 clusters
  Score: Raw -1526576.864971 + Penalty 3125.959073 = -1523450.905897
  nChanged 2
		SP:Iteration 40F (68841.580000 sec): 3 clusters
  Score: Raw -1526577.488527 + Penalty 3125.959073 = -1523451.529453
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68841.740000 sec): 2 clusters
  Score: Raw -1090078.975462 + Penalty 1500.168845 = -1088578.806616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68841.970000 sec): 3 clusters
  Score: Raw -1084226.449338 + Penalty 3000.337691 = -1081226.111648
  nChanged 4435
		SP:Iteration 1F (68842.170000 sec): 3 clusters
  Score: Raw -1086772.875354 + Penalty 3000.337691 = -1083772.537663
  nChanged 749
		SP:Iteration 2F (68842.420000 sec): 3 clusters
  Score: Raw -1087226.147959 + Penalty 3000.337691 = -1084225.810268
  nChanged 666
		SP:Iteration 3F (68842.660000 sec): 3 clusters
  Score: Raw -1087635.488682 + Penalty 3000.337691 = -1084635.150992
  nChanged 634
		SP:Iteration 4F (68842.910000 sec): 3 clusters
  Score: Raw -1088073.685279 + Penalty 3000.337691 = -1085073.347588
  nChanged 616
		SP:Iteration 5F (68843.080000 sec): 3 clusters
  Score: Raw -1088537.865254 + Penalty 3000.337691 = -1085537.527563
  nChanged 513
		SP:Iteration 6F (68843.280000 sec): 3 clusters
  Score: Raw -1088947.184902 + Penalty 3000.337691 = -1085946.847212
  nChanged 445
		SP:Iteration 7Q (68843.500000 sec): 3 clusters
  Score: Raw -1089306.477688 + Penalty 3000.337691 = -1086306.139998
  nChanged 343
		SP:Iteration 8Q (68843.740000 sec): 3 clusters
  Score: Raw -1089570.468694 + Penalty 3000.337691 = -1086570.131003
  nChanged 227
		SP:Iteration 9Q (68844.000000 sec): 3 clusters
  Score: Raw -1089739.478006 + Penalty 3000.337691 = -1086739.140315
  nChanged 176
		SP:Iteration 10Q (68844.210000 sec): 3 clusters
  Score: Raw -1089880.775908 + Penalty 3000.337691 = -1086880.438218
  nChanged 139
		SP:Iteration 11Q (68844.440000 sec): 3 clusters
  Score: Raw -1089988.774748 + Penalty 3000.337691 = -1086988.437057
  nChanged 103
		SP:Iteration 12Q (68844.680000 sec): 3 clusters
  Score: Raw -1090056.169142 + Penalty 3000.337691 = -1087055.831452
  nChanged 74
		SP:Iteration 13Q (68844.860000 sec): 3 clusters
  Score: Raw -1090105.120383 + Penalty 3000.337691 = -1087104.782693
  nChanged 62
		SP:Iteration 14Q (68845.150000 sec): 3 clusters
  Score: Raw -1090142.018419 + Penalty 3000.337691 = -1087141.680728
  nChanged 38
		SP:Iteration 15Q (68845.380000 sec): 3 clusters
  Score: Raw -1090167.251314 + Penalty 3000.337691 = -1087166.913623
  nChanged 29
		SP:Iteration 16Q (68845.540000 sec): 3 clusters
  Score: Raw -1090188.770789 + Penalty 3000.337691 = -1087188.433099
  nChanged 28
		SP:Iteration 17Q (68845.770000 sec): 3 clusters
  Score: Raw -1090210.534332 + Penalty 3000.337691 = -1087210.196641
  nChanged 22
		SP:Iteration 18Q (68846.010000 sec): 3 clusters
  Score: Raw -1090227.767161 + Penalty 3000.337691 = -1087227.429470
  nChanged 13
		SP:Iteration 19Q (68846.270000 sec): 3 clusters
  Score: Raw -1090240.165722 + Penalty 3000.337691 = -1087239.828032
  nChanged 18
		SP:Iteration 20F (68846.430000 sec): 3 clusters
  Score: Raw -1090252.297656 + Penalty 3000.337691 = -1087251.959966
  nChanged 7
		SP:Iteration 21Q (68846.660000 sec): 3 clusters
  Score: Raw -1090256.653418 + Penalty 3000.337691 = -1087256.315728
  nChanged 8
		SP:Iteration 22Q (68846.860000 sec): 3 clusters
  Score: Raw -1090263.983707 + Penalty 3000.337691 = -1087263.646017
  nChanged 6
		SP:Iteration 23Q (68847.050000 sec): 3 clusters
  Score: Raw -1090266.926810 + Penalty 3000.337691 = -1087266.589120
  nChanged 4
		SP:Iteration 24Q (68847.360000 sec): 3 clusters
  Score: Raw -1090269.711844 + Penalty 3000.337691 = -1087269.374153
  nChanged 2
		SP:Iteration 25Q (68847.560000 sec): 3 clusters
  Score: Raw -1090270.472848 + Penalty 3000.337691 = -1087270.135157
  nChanged 0
		SP:Iteration 26F (68847.760000 sec): 3 clusters
  Score: Raw -1090270.472848 + Penalty 3000.337691 = -1087270.135157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68847.940000 sec): 2 clusters
  Score: Raw -1923139.216756 + Penalty 1597.489040 = -1921541.727717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68848.210000 sec): 3 clusters
  Score: Raw -1912119.935978 + Penalty 3194.978079 = -1908924.957898
  nChanged 8291
		SP:Iteration 1F (68848.530000 sec): 3 clusters
  Score: Raw -1916644.869319 + Penalty 3194.978079 = -1913449.891239
  nChanged 1065
		SP:Iteration 2F (68848.780000 sec): 3 clusters
  Score: Raw -1917105.452622 + Penalty 3194.978079 = -1913910.474543
  nChanged 1017
		SP:Iteration 3F (68849.100000 sec): 3 clusters
  Score: Raw -1917563.613051 + Penalty 3194.978079 = -1914368.634972
  nChanged 999
		SP:Iteration 4F (68849.370000 sec): 3 clusters
  Score: Raw -1918062.096795 + Penalty 3194.978079 = -1914867.118716
  nChanged 985
		SP:Iteration 5F (68849.660000 sec): 3 clusters
  Score: Raw -1918616.100557 + Penalty 3194.978079 = -1915421.122477
  nChanged 1000
		SP:Iteration 6F (68849.920000 sec): 3 clusters
  Score: Raw -1919228.156584 + Penalty 3194.978079 = -1916033.178504
  nChanged 965
		SP:Iteration 7F (68850.210000 sec): 3 clusters
  Score: Raw -1919914.839745 + Penalty 3194.978079 = -1916719.861665
  nChanged 986
		SP:Iteration 8F (68850.530000 sec): 3 clusters
  Score: Raw -1920712.517873 + Penalty 3194.978079 = -1917517.539793
  nChanged 904
		SP:Iteration 9Q (68850.790000 sec): 3 clusters
  Score: Raw -1921467.984485 + Penalty 3194.978079 = -1918273.006406
  nChanged 715
		SP:Iteration 10Q (68851.070000 sec): 3 clusters
  Score: Raw -1922084.728070 + Penalty 3194.978079 = -1918889.749991
  nChanged 513
		SP:Iteration 11Q (68851.340000 sec): 3 clusters
  Score: Raw -1922530.782236 + Penalty 3194.978079 = -1919335.804157
  nChanged 385
		SP:Iteration 12Q (68851.660000 sec): 3 clusters
  Score: Raw -1922863.788730 + Penalty 3194.978079 = -1919668.810650
  nChanged 249
		SP:Iteration 13Q (68851.880000 sec): 3 clusters
  Score: Raw -1923077.510156 + Penalty 3194.978079 = -1919882.532076
  nChanged 165
		SP:Iteration 14Q (68852.230000 sec): 3 clusters
  Score: Raw -1923211.267172 + Penalty 3194.978079 = -1920016.289092
  nChanged 104
		SP:Iteration 15Q (68852.480000 sec): 3 clusters
  Score: Raw -1923286.703519 + Penalty 3194.978079 = -1920091.725439
  nChanged 52
		SP:Iteration 16Q (68852.780000 sec): 3 clusters
  Score: Raw -1923327.129159 + Penalty 3194.978079 = -1920132.151080
  nChanged 33
		SP:Iteration 17Q (68853.070000 sec): 3 clusters
  Score: Raw -1923359.359101 + Penalty 3194.978079 = -1920164.381022
  nChanged 38
		SP:Iteration 18Q (68853.350000 sec): 3 clusters
  Score: Raw -1923388.682313 + Penalty 3194.978079 = -1920193.704233
  nChanged 36
		SP:Iteration 19Q (68853.600000 sec): 3 clusters
  Score: Raw -1923417.724024 + Penalty 3194.978079 = -1920222.745945
  nChanged 27
		SP:Iteration 20F (68853.920000 sec): 3 clusters
  Score: Raw -1923438.830976 + Penalty 3194.978079 = -1920243.852897
  nChanged 32
		SP:Iteration 21Q (68854.150000 sec): 3 clusters
  Score: Raw -1923463.833140 + Penalty 3194.978079 = -1920268.855061
  nChanged 20
		SP:Iteration 22Q (68854.450000 sec): 3 clusters
  Score: Raw -1923478.852839 + Penalty 3194.978079 = -1920283.874760
  nChanged 21
		SP:Iteration 23Q (68854.730000 sec): 3 clusters
  Score: Raw -1923492.923007 + Penalty 3194.978079 = -1920297.944928
  nChanged 17
		SP:Iteration 24Q (68854.940000 sec): 3 clusters
  Score: Raw -1923504.001279 + Penalty 3194.978079 = -1920309.023199
  nChanged 10
		SP:Iteration 25Q (68855.210000 sec): 3 clusters
  Score: Raw -1923516.731990 + Penalty 3194.978079 = -1920321.753911
  nChanged 10
		SP:Iteration 26Q (68855.480000 sec): 3 clusters
  Score: Raw -1923526.856460 + Penalty 3194.978079 = -1920331.878381
  nChanged 8
		SP:Iteration 27Q (68855.800000 sec): 3 clusters
  Score: Raw -1923531.301403 + Penalty 3194.978079 = -1920336.323324
  nChanged 2
		SP:Iteration 28Q (68856.060000 sec): 3 clusters
  Score: Raw -1923533.108196 + Penalty 3194.978079 = -1920338.130116
  nChanged 2
		SP:Iteration 29Q (68856.320000 sec): 3 clusters
  Score: Raw -1923534.667279 + Penalty 3194.978079 = -1920339.689200
  nChanged 2
		SP:Iteration 30Q (68856.580000 sec): 3 clusters
  Score: Raw -1923535.736343 + Penalty 3194.978079 = -1920340.758263
  nChanged 1
		SP:Iteration 31Q (68856.850000 sec): 3 clusters
  Score: Raw -1923536.125067 + Penalty 3194.978079 = -1920341.146988
  nChanged 0
		SP:Iteration 32F (68857.120000 sec): 3 clusters
  Score: Raw -1923536.125067 + Penalty 3194.978079 = -1920341.146988
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68857.230000 sec): 2 clusters
  Score: Raw -142737.307462 + Penalty 1186.326832 = -141550.980630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68857.420000 sec): 3 clusters
  Score: Raw -142151.326113 + Penalty 2372.653665 = -139778.672449
  nChanged 495
		SP:Iteration 1F (68857.590000 sec): 3 clusters
  Score: Raw -142452.884489 + Penalty 2372.653665 = -140080.230824
  nChanged 91
		SP:Iteration 2F (68857.750000 sec): 3 clusters
  Score: Raw -142527.512295 + Penalty 2372.653665 = -140154.858631
  nChanged 68
		SP:Iteration 3Q (68857.900000 sec): 3 clusters
  Score: Raw -142590.459289 + Penalty 2372.653665 = -140217.805624
  nChanged 69
		SP:Iteration 4Q (68858.100000 sec): 3 clusters
  Score: Raw -142668.044342 + Penalty 2372.653665 = -140295.390678
  nChanged 70
		SP:Iteration 5Q (68858.310000 sec): 3 clusters
  Score: Raw -142746.873214 + Penalty 2372.653665 = -140374.219549
  nChanged 62
		SP:Iteration 6Q (68858.480000 sec): 3 clusters
  Score: Raw -142808.147201 + Penalty 2372.653665 = -140435.493536
  nChanged 51
		SP:Iteration 7Q (68858.650000 sec): 3 clusters
  Score: Raw -142862.746837 + Penalty 2372.653665 = -140490.093172
  nChanged 51
		SP:Iteration 8Q (68858.830000 sec): 3 clusters
  Score: Raw -142912.104249 + Penalty 2372.653665 = -140539.450585
  nChanged 40
		SP:Iteration 9Q (68859.000000 sec): 3 clusters
  Score: Raw -142947.833580 + Penalty 2372.653665 = -140575.179915
  nChanged 34
		SP:Iteration 10Q (68859.170000 sec): 3 clusters
  Score: Raw -142979.097515 + Penalty 2372.653665 = -140606.443850
  nChanged 18
		SP:Iteration 11Q (68859.330000 sec): 3 clusters
  Score: Raw -142994.889988 + Penalty 2372.653665 = -140622.236323
  nChanged 21
		SP:Iteration 12Q (68859.500000 sec): 3 clusters
  Score: Raw -143016.424621 + Penalty 2372.653665 = -140643.770957
  nChanged 23
		SP:Iteration 13Q (68859.650000 sec): 3 clusters
  Score: Raw -143040.012732 + Penalty 2372.653665 = -140667.359067
  nChanged 16
		SP:Iteration 14Q (68859.770000 sec): 3 clusters
  Score: Raw -143056.157174 + Penalty 2372.653665 = -140683.503509
  nChanged 15
		SP:Iteration 15Q (68859.900000 sec): 3 clusters
  Score: Raw -143073.729650 + Penalty 2372.653665 = -140701.075985
  nChanged 18
		SP:Iteration 16Q (68860.030000 sec): 3 clusters
  Score: Raw -143091.031440 + Penalty 2372.653665 = -140718.377776
  nChanged 15
		SP:Iteration 17Q (68860.150000 sec): 3 clusters
  Score: Raw -143107.576040 + Penalty 2372.653665 = -140734.922375
  nChanged 14
		SP:Iteration 18Q (68860.320000 sec): 3 clusters
  Score: Raw -143125.267617 + Penalty 2372.653665 = -140752.613953
  nChanged 11
		SP:Iteration 19Q (68860.490000 sec): 3 clusters
  Score: Raw -143136.822304 + Penalty 2372.653665 = -140764.168640
  nChanged 8
		SP:Iteration 20F (68860.680000 sec): 3 clusters
  Score: Raw -143143.040328 + Penalty 2372.653665 = -140770.386663
  nChanged 2
		SP:Iteration 21Q (68860.840000 sec): 3 clusters
  Score: Raw -143145.080295 + Penalty 2372.653665 = -140772.426630
  nChanged 4
		SP:Iteration 22Q (68860.960000 sec): 3 clusters
  Score: Raw -143148.361941 + Penalty 2372.653665 = -140775.708276
  nChanged 1
		SP:Iteration 23Q (68861.080000 sec): 3 clusters
  Score: Raw -143148.841251 + Penalty 2372.653665 = -140776.187586
  nChanged 0
		SP:Iteration 24F (68861.280000 sec): 3 clusters
  Score: Raw -143148.841251 + Penalty 2372.653665 = -140776.187586
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68861.380000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68861.560000 sec): 3 clusters
  Score: Raw -430313.099603 + Penalty 2708.859280 = -427604.240323
  nChanged 1651
		SP:Iteration 1F (68861.740000 sec): 3 clusters
  Score: Raw -431216.327383 + Penalty 2708.859280 = -428507.468103
  nChanged 276
		SP:Iteration 2F (68861.930000 sec): 3 clusters
  Score: Raw -431374.666696 + Penalty 2708.859280 = -428665.807415
  nChanged 205
		SP:Iteration 3Q (68862.100000 sec): 3 clusters
  Score: Raw -431476.530797 + Penalty 2708.859280 = -428767.671517
  nChanged 157
		SP:Iteration 4Q (68862.340000 sec): 3 clusters
  Score: Raw -431540.043080 + Penalty 2708.859280 = -428831.183800
  nChanged 111
		SP:Iteration 5Q (68862.530000 sec): 3 clusters
  Score: Raw -431588.107932 + Penalty 2708.859280 = -428879.248651
  nChanged 105
		SP:Iteration 6Q (68862.750000 sec): 3 clusters
  Score: Raw -431635.578090 + Penalty 2708.859280 = -428926.718810
  nChanged 95
		SP:Iteration 7Q (68862.920000 sec): 3 clusters
  Score: Raw -431680.912920 + Penalty 2708.859280 = -428972.053639
  nChanged 88
		SP:Iteration 8Q (68863.110000 sec): 3 clusters
  Score: Raw -431720.661508 + Penalty 2708.859280 = -429011.802227
  nChanged 92
		SP:Iteration 9Q (68863.310000 sec): 3 clusters
  Score: Raw -431767.863915 + Penalty 2708.859280 = -429059.004635
  nChanged 111
		SP:Iteration 10Q (68863.480000 sec): 3 clusters
  Score: Raw -431826.755505 + Penalty 2708.859280 = -429117.896225
  nChanged 104
		SP:Iteration 11Q (68863.640000 sec): 3 clusters
  Score: Raw -431886.419858 + Penalty 2708.859280 = -429177.560578
  nChanged 123
		SP:Iteration 12Q (68863.810000 sec): 3 clusters
  Score: Raw -431961.473222 + Penalty 2708.859280 = -429252.613942
  nChanged 126
		SP:Iteration 13Q (68863.970000 sec): 3 clusters
  Score: Raw -432043.748048 + Penalty 2708.859280 = -429334.888768
  nChanged 128
		SP:Iteration 14Q (68864.130000 sec): 3 clusters
  Score: Raw -432128.001256 + Penalty 2708.859280 = -429419.141976
  nChanged 125
		SP:Iteration 15Q (68864.280000 sec): 3 clusters
  Score: Raw -432216.583509 + Penalty 2708.859280 = -429507.724228
  nChanged 116
		SP:Iteration 16Q (68864.500000 sec): 3 clusters
  Score: Raw -432306.862682 + Penalty 2708.859280 = -429598.003401
  nChanged 104
		SP:Iteration 17Q (68864.660000 sec): 3 clusters
  Score: Raw -432389.440997 + Penalty 2708.859280 = -429680.581717
  nChanged 87
		SP:Iteration 18Q (68864.830000 sec): 3 clusters
  Score: Raw -432460.475212 + Penalty 2708.859280 = -429751.615932
  nChanged 57
		SP:Iteration 19Q (68865.000000 sec): 3 clusters
  Score: Raw -432505.271508 + Penalty 2708.859280 = -429796.412228
  nChanged 44
		SP:Iteration 20F (68865.180000 sec): 3 clusters
  Score: Raw -432537.245926 + Penalty 2708.859280 = -429828.386645
  nChanged 38
		SP:Iteration 21Q (68865.340000 sec): 3 clusters
  Score: Raw -432569.328264 + Penalty 2708.859280 = -429860.468984
  nChanged 29
		SP:Iteration 22Q (68865.510000 sec): 3 clusters
  Score: Raw -432599.628835 + Penalty 2708.859280 = -429890.769555
  nChanged 22
		SP:Iteration 23Q (68865.720000 sec): 3 clusters
  Score: Raw -432618.792685 + Penalty 2708.859280 = -429909.933405
  nChanged 15
		SP:Iteration 24Q (68865.880000 sec): 3 clusters
  Score: Raw -432633.736753 + Penalty 2708.859280 = -429924.877472
  nChanged 11
		SP:Iteration 25Q (68866.000000 sec): 3 clusters
  Score: Raw -432648.010232 + Penalty 2708.859280 = -429939.150951
  nChanged 17
		SP:Iteration 26Q (68866.170000 sec): 3 clusters
  Score: Raw -432662.005805 + Penalty 2708.859280 = -429953.146525
  nChanged 11
		SP:Iteration 27Q (68866.340000 sec): 3 clusters
  Score: Raw -432668.995429 + Penalty 2708.859280 = -429960.136149
  nChanged 6
		SP:Iteration 28Q (68866.500000 sec): 3 clusters
  Score: Raw -432672.769585 + Penalty 2708.859280 = -429963.910305
  nChanged 2
		SP:Iteration 29Q (68866.660000 sec): 3 clusters
  Score: Raw -432674.365298 + Penalty 2708.859280 = -429965.506018
  nChanged 1
		SP:Iteration 30Q (68866.830000 sec): 3 clusters
  Score: Raw -432674.930803 + Penalty 2708.859280 = -429966.071522
  nChanged 0
		SP:Iteration 31F (68866.990000 sec): 3 clusters
  Score: Raw -432674.930803 + Penalty 2708.859280 = -429966.071522
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68867.080000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68867.200000 sec): 3 clusters
  Score: Raw -52992.542409 + Penalty 2028.722561 = -50963.819847
  nChanged 146
		SP:Iteration 1F (68867.330000 sec): 3 clusters
  Score: Raw -53186.621922 + Penalty 2028.722561 = -51157.899361
  nChanged 32
		SP:Iteration 2F (68867.460000 sec): 3 clusters
  Score: Raw -53236.814639 + Penalty 2028.722561 = -51208.092077
  nChanged 11
		SP:Iteration 3Q (68867.630000 sec): 3 clusters
  Score: Raw -53254.984390 + Penalty 2028.722561 = -51226.261829
  nChanged 9
		SP:Iteration 4Q (68867.820000 sec): 3 clusters
  Score: Raw -53280.291429 + Penalty 2028.722561 = -51251.568867
  nChanged 7
		SP:Iteration 5Q (68868.060000 sec): 3 clusters
  Score: Raw -53290.418743 + Penalty 2028.722561 = -51261.696182
  nChanged 7
		SP:Iteration 6Q (68868.290000 sec): 3 clusters
  Score: Raw -53298.737784 + Penalty 2028.722561 = -51270.015223
  nChanged 6
		SP:Iteration 7Q (68868.490000 sec): 3 clusters
  Score: Raw -53309.167949 + Penalty 2028.722561 = -51280.445387
  nChanged 7
		SP:Iteration 8Q (68868.720000 sec): 3 clusters
  Score: Raw -53326.243840 + Penalty 2028.722561 = -51297.521279
  nChanged 3
		SP:Iteration 9Q (68868.890000 sec): 3 clusters
  Score: Raw -53329.292786 + Penalty 2028.722561 = -51300.570224
  nChanged 1
		SP:Iteration 10Q (68869.110000 sec): 3 clusters
  Score: Raw -53329.905381 + Penalty 2028.722561 = -51301.182820
  nChanged 0
		SP:Iteration 11F (68869.270000 sec): 3 clusters
  Score: Raw -53329.905381 + Penalty 2028.722561 = -51301.182820
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68871.710000 sec): 2 clusters
  Score: Raw -42897895.314577 + Penalty 2100.039432 = -42895795.275145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68874.700000 sec): 3 clusters
  Score: Raw -42622386.964418 + Penalty 4200.078864 = -42618186.885555
  nChanged 200654
		SP:Iteration 1F (68877.800000 sec): 3 clusters
  Score: Raw -42745668.901116 + Penalty 4200.078864 = -42741468.822253
  nChanged 12554
		SP:Iteration 2Q (68880.300000 sec): 3 clusters
  Score: Raw -42749011.773950 + Penalty 4200.078864 = -42744811.695086
  nChanged 14237
		SP:Iteration 3Q (68882.790000 sec): 3 clusters
  Score: Raw -42753629.476166 + Penalty 4200.078864 = -42749429.397303
  nChanged 16393
		SP:Iteration 4Q (68885.390000 sec): 3 clusters
  Score: Raw -42760066.094154 + Penalty 4200.078864 = -42755866.015291
  nChanged 18572
		SP:Iteration 5Q (68888.070000 sec): 3 clusters
  Score: Raw -42768676.688180 + Penalty 4200.078864 = -42764476.609317
  nChanged 20656
		SP:Iteration 6F (68890.460000 sec): 3 clusters
  Score: Raw -42779872.625145 + Penalty 4200.078864 = -42775672.546281
  nChanged 23340
		SP:Iteration 7F (68892.920000 sec): 3 clusters
  Score: Raw -42794267.761569 + Penalty 4200.078864 = -42790067.682705
  nChanged 26278
		SP:Iteration 8F (68894.890000 sec): 3 clusters
  Score: Raw -42812427.466577 + Penalty 4200.078864 = -42808227.387713
  nChanged 28275
		SP:Iteration 9F (68897.010000 sec): 3 clusters
  Score: Raw -42833671.492960 + Penalty 4200.078864 = -42829471.414097
  nChanged 27226
		SP:Iteration 10F (68899.370000 sec): 3 clusters
  Score: Raw -42855197.091370 + Penalty 4200.078864 = -42850997.012506
  nChanged 22388
		SP:Iteration 11F (68901.710000 sec): 3 clusters
  Score: Raw -42873154.708695 + Penalty 4200.078864 = -42868954.629832
  nChanged 15601
		SP:Iteration 12Q (68904.090000 sec): 3 clusters
  Score: Raw -42885481.271394 + Penalty 4200.078864 = -42881281.192530
  nChanged 9013
		SP:Iteration 13Q (68906.540000 sec): 3 clusters
  Score: Raw -42892310.071168 + Penalty 4200.078864 = -42888109.992304
  nChanged 4483
		SP:Iteration 14Q (68908.820000 sec): 3 clusters
  Score: Raw -42895554.090946 + Penalty 4200.078864 = -42891354.012082
  nChanged 2006
		SP:Iteration 15Q (68911.090000 sec): 3 clusters
  Score: Raw -42896975.233333 + Penalty 4200.078864 = -42892775.154469
  nChanged 854
		SP:Iteration 16Q (68913.310000 sec): 3 clusters
  Score: Raw -42897606.320618 + Penalty 4200.078864 = -42893406.241754
  nChanged 344
		SP:Iteration 17Q (68915.380000 sec): 3 clusters
  Score: Raw -42897852.752260 + Penalty 4200.078864 = -42893652.673396
  nChanged 158
		SP:Iteration 18Q (68917.760000 sec): 3 clusters
  Score: Raw -42897972.204112 + Penalty 4200.078864 = -42893772.125248
  nChanged 81
		SP:Iteration 19Q (68919.910000 sec): 3 clusters
  Score: Raw -42898028.378193 + Penalty 4200.078864 = -42893828.299330
  nChanged 53
		SP:Iteration 20F (68922.500000 sec): 3 clusters
  Score: Raw -42898068.839037 + Penalty 4200.078864 = -42893868.760174
  nChanged 37
		SP:Iteration 21Q (68924.900000 sec): 3 clusters
  Score: Raw -42898102.737882 + Penalty 4200.078864 = -42893902.659018
  nChanged 25
		SP:Iteration 22Q (68927.160000 sec): 3 clusters
  Score: Raw -42898122.533596 + Penalty 4200.078864 = -42893922.454733
  nChanged 20
		SP:Iteration 23Q (68929.480000 sec): 3 clusters
  Score: Raw -42898137.481379 + Penalty 4200.078864 = -42893937.402515
  nChanged 11
		SP:Iteration 24Q (68931.450000 sec): 3 clusters
  Score: Raw -42898146.221691 + Penalty 4200.078864 = -42893946.142827
  nChanged 11
		SP:Iteration 25Q (68933.650000 sec): 3 clusters
  Score: Raw -42898154.042294 + Penalty 4200.078864 = -42893953.963430
  nChanged 8
		SP:Iteration 26Q (68935.770000 sec): 3 clusters
  Score: Raw -42898160.459330 + Penalty 4200.078864 = -42893960.380467
  nChanged 8
		SP:Iteration 27Q (68937.950000 sec): 3 clusters
  Score: Raw -42898166.315095 + Penalty 4200.078864 = -42893966.236232
  nChanged 6
		SP:Iteration 28Q (68940.470000 sec): 3 clusters
  Score: Raw -42898170.835445 + Penalty 4200.078864 = -42893970.756582
  nChanged 8
		SP:Iteration 29Q (68942.950000 sec): 3 clusters
  Score: Raw -42898177.846280 + Penalty 4200.078864 = -42893977.767416
  nChanged 8
		SP:Iteration 30Q (68945.020000 sec): 3 clusters
  Score: Raw -42898183.257856 + Penalty 4200.078864 = -42893983.178992
  nChanged 2
		SP:Iteration 31Q (68947.200000 sec): 3 clusters
  Score: Raw -42898184.743524 + Penalty 4200.078864 = -42893984.664660
  nChanged 2
		SP:Iteration 32Q (68949.350000 sec): 3 clusters
  Score: Raw -42898186.485838 + Penalty 4200.078864 = -42893986.406974
  nChanged 2
		SP:Iteration 33Q (68951.310000 sec): 3 clusters
  Score: Raw -42898188.278204 + Penalty 4200.078864 = -42893988.199340
  nChanged 1
		SP:Iteration 34Q (68953.230000 sec): 3 clusters
  Score: Raw -42898188.647981 + Penalty 4200.078864 = -42893988.569117
  nChanged 1
		SP:Iteration 35Q (68955.220000 sec): 3 clusters
  Score: Raw -42898189.073239 + Penalty 4200.078864 = -42893988.994375
  nChanged 1
		SP:Iteration 36Q (68957.360000 sec): 3 clusters
  Score: Raw -42898189.881609 + Penalty 4200.078864 = -42893989.802745
  nChanged 1
		SP:Iteration 37Q (68959.460000 sec): 3 clusters
  Score: Raw -42898190.442637 + Penalty 4200.078864 = -42893990.363773
  nChanged 1
		SP:Iteration 38Q (68961.560000 sec): 3 clusters
  Score: Raw -42898190.814323 + Penalty 4200.078864 = -42893990.735460
  nChanged 1
		SP:Iteration 39Q (68963.860000 sec): 3 clusters
  Score: Raw -42898192.598929 + Penalty 4200.078864 = -42893992.520065
  nChanged 4
		SP:Iteration 40F (68966.350000 sec): 3 clusters
  Score: Raw -42898195.274500 + Penalty 4200.078864 = -42893995.195636
  nChanged 3
		SP:Iteration 41Q (68968.550000 sec): 3 clusters
  Score: Raw -42898197.518125 + Penalty 4200.078864 = -42893997.439262
  nChanged 2
		SP:Iteration 42Q (68970.610000 sec): 3 clusters
  Score: Raw -42898198.826955 + Penalty 4200.078864 = -42893998.748092
  nChanged 2
		SP:Iteration 43Q (68972.760000 sec): 3 clusters
  Score: Raw -42898199.898250 + Penalty 4200.078864 = -42893999.819387
  nChanged 0
		SP:Iteration 44F (68974.840000 sec): 3 clusters
  Score: Raw -42898199.898250 + Penalty 4200.078864 = -42893999.819387
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68975.190000 sec): 2 clusters
  Score: Raw -1328075.791951 + Penalty 1539.776346 = -1326536.015604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68975.480000 sec): 3 clusters
  Score: Raw -1320552.622925 + Penalty 3079.552693 = -1317473.070233
  nChanged 5707
		SP:Iteration 1F (68975.770000 sec): 3 clusters
  Score: Raw -1323731.282097 + Penalty 3079.552693 = -1320651.729404
  nChanged 743
		SP:Iteration 2F (68976.030000 sec): 3 clusters
  Score: Raw -1324036.403686 + Penalty 3079.552693 = -1320956.850993
  nChanged 644
		SP:Iteration 3Q (68976.300000 sec): 3 clusters
  Score: Raw -1324315.796838 + Penalty 3079.552693 = -1321236.244145
  nChanged 591
		SP:Iteration 4Q (68976.560000 sec): 3 clusters
  Score: Raw -1324587.717615 + Penalty 3079.552693 = -1321508.164922
  nChanged 568
		SP:Iteration 5Q (68976.840000 sec): 3 clusters
  Score: Raw -1324885.474881 + Penalty 3079.552693 = -1321805.922188
  nChanged 605
		SP:Iteration 6Q (68977.110000 sec): 3 clusters
  Score: Raw -1325220.268484 + Penalty 3079.552693 = -1322140.715791
  nChanged 604
		SP:Iteration 7Q (68977.340000 sec): 3 clusters
  Score: Raw -1325554.018985 + Penalty 3079.552693 = -1322474.466292
  nChanged 589
		SP:Iteration 8Q (68977.640000 sec): 3 clusters
  Score: Raw -1325919.069552 + Penalty 3079.552693 = -1322839.516859
  nChanged 552
		SP:Iteration 9Q (68977.840000 sec): 3 clusters
  Score: Raw -1326309.148336 + Penalty 3079.552693 = -1323229.595643
  nChanged 534
		SP:Iteration 10Q (68978.080000 sec): 3 clusters
  Score: Raw -1326701.541124 + Penalty 3079.552693 = -1323621.988431
  nChanged 484
		SP:Iteration 11Q (68978.310000 sec): 3 clusters
  Score: Raw -1327031.992104 + Penalty 3079.552693 = -1323952.439411
  nChanged 422
		SP:Iteration 12Q (68978.560000 sec): 3 clusters
  Score: Raw -1327322.230503 + Penalty 3079.552693 = -1324242.677810
  nChanged 347
		SP:Iteration 13Q (68978.830000 sec): 3 clusters
  Score: Raw -1327540.278662 + Penalty 3079.552693 = -1324460.725969
  nChanged 249
		SP:Iteration 14Q (68979.060000 sec): 3 clusters
  Score: Raw -1327679.098871 + Penalty 3079.552693 = -1324599.546178
  nChanged 213
		SP:Iteration 15Q (68979.350000 sec): 3 clusters
  Score: Raw -1327777.114197 + Penalty 3079.552693 = -1324697.561504
  nChanged 156
		SP:Iteration 16Q (68979.620000 sec): 3 clusters
  Score: Raw -1327846.569568 + Penalty 3079.552693 = -1324767.016875
  nChanged 115
		SP:Iteration 17Q (68979.900000 sec): 3 clusters
  Score: Raw -1327888.674760 + Penalty 3079.552693 = -1324809.122067
  nChanged 92
		SP:Iteration 18Q (68980.110000 sec): 3 clusters
  Score: Raw -1327924.214432 + Penalty 3079.552693 = -1324844.661739
  nChanged 84
		SP:Iteration 19Q (68980.330000 sec): 3 clusters
  Score: Raw -1327952.885391 + Penalty 3079.552693 = -1324873.332698
  nChanged 72
		SP:Iteration 20F (68980.560000 sec): 3 clusters
  Score: Raw -1327983.310832 + Penalty 3079.552693 = -1324903.758139
  nChanged 71
		SP:Iteration 21Q (68980.810000 sec): 3 clusters
  Score: Raw -1328009.334844 + Penalty 3079.552693 = -1324929.782151
  nChanged 69
		SP:Iteration 22Q (68981.030000 sec): 3 clusters
  Score: Raw -1328037.870995 + Penalty 3079.552693 = -1324958.318302
  nChanged 69
		SP:Iteration 23Q (68981.230000 sec): 3 clusters
  Score: Raw -1328067.559607 + Penalty 3079.552693 = -1324988.006914
  nChanged 66
		SP:Iteration 24Q (68981.480000 sec): 3 clusters
  Score: Raw -1328091.872506 + Penalty 3079.552693 = -1325012.319813
  nChanged 47
		SP:Iteration 25Q (68981.790000 sec): 3 clusters
  Score: Raw -1328112.058691 + Penalty 3079.552693 = -1325032.505998
  nChanged 42
		SP:Iteration 26Q (68982.070000 sec): 3 clusters
  Score: Raw -1328130.382615 + Penalty 3079.552693 = -1325050.829922
  nChanged 49
		SP:Iteration 27Q (68982.270000 sec): 3 clusters
  Score: Raw -1328155.392613 + Penalty 3079.552693 = -1325075.839920
  nChanged 42
		SP:Iteration 28Q (68982.570000 sec): 3 clusters
  Score: Raw -1328175.219699 + Penalty 3079.552693 = -1325095.667006
  nChanged 42
		SP:Iteration 29Q (68982.830000 sec): 3 clusters
  Score: Raw -1328196.420424 + Penalty 3079.552693 = -1325116.867731
  nChanged 39
		SP:Iteration 30Q (68983.070000 sec): 3 clusters
  Score: Raw -1328215.054868 + Penalty 3079.552693 = -1325135.502175
  nChanged 32
		SP:Iteration 31Q (68983.310000 sec): 3 clusters
  Score: Raw -1328226.928747 + Penalty 3079.552693 = -1325147.376054
  nChanged 28
		SP:Iteration 32Q (68983.570000 sec): 3 clusters
  Score: Raw -1328236.782981 + Penalty 3079.552693 = -1325157.230288
  nChanged 25
		SP:Iteration 33Q (68983.790000 sec): 3 clusters
  Score: Raw -1328245.229868 + Penalty 3079.552693 = -1325165.677175
  nChanged 17
		SP:Iteration 34Q (68984.030000 sec): 3 clusters
  Score: Raw -1328252.545842 + Penalty 3079.552693 = -1325172.993149
  nChanged 23
		SP:Iteration 35Q (68984.290000 sec): 3 clusters
  Score: Raw -1328262.953527 + Penalty 3079.552693 = -1325183.400834
  nChanged 24
		SP:Iteration 36Q (68984.530000 sec): 3 clusters
  Score: Raw -1328274.702409 + Penalty 3079.552693 = -1325195.149716
  nChanged 20
		SP:Iteration 37Q (68984.820000 sec): 3 clusters
  Score: Raw -1328284.976269 + Penalty 3079.552693 = -1325205.423576
  nChanged 16
		SP:Iteration 38Q (68984.990000 sec): 3 clusters
  Score: Raw -1328292.963963 + Penalty 3079.552693 = -1325213.411270
  nChanged 10
		SP:Iteration 39Q (68985.210000 sec): 3 clusters
  Score: Raw -1328296.523792 + Penalty 3079.552693 = -1325216.971099
  nChanged 10
		SP:Iteration 40F (68985.460000 sec): 3 clusters
  Score: Raw -1328300.745010 + Penalty 3079.552693 = -1325221.192317
  nChanged 9
		SP:Iteration 41Q (68985.690000 sec): 3 clusters
  Score: Raw -1328304.603256 + Penalty 3079.552693 = -1325225.050563
  nChanged 9
		SP:Iteration 42Q (68985.950000 sec): 3 clusters
  Score: Raw -1328310.439172 + Penalty 3079.552693 = -1325230.886479
  nChanged 7
		SP:Iteration 43Q (68986.310000 sec): 3 clusters
  Score: Raw -1328314.750166 + Penalty 3079.552693 = -1325235.197473
  nChanged 7
		SP:Iteration 44Q (68986.570000 sec): 3 clusters
  Score: Raw -1328317.880851 + Penalty 3079.552693 = -1325238.328158
  nChanged 8
		SP:Iteration 45Q (68986.790000 sec): 3 clusters
  Score: Raw -1328323.788643 + Penalty 3079.552693 = -1325244.235950
  nChanged 8
		SP:Iteration 46Q (68987.090000 sec): 3 clusters
  Score: Raw -1328326.866560 + Penalty 3079.552693 = -1325247.313867
  nChanged 6
		SP:Iteration 47Q (68987.340000 sec): 3 clusters
  Score: Raw -1328329.499307 + Penalty 3079.552693 = -1325249.946614
  nChanged 9
		SP:Iteration 48Q (68987.610000 sec): 3 clusters
  Score: Raw -1328333.687856 + Penalty 3079.552693 = -1325254.135163
  nChanged 2
		SP:Iteration 49Q (68987.830000 sec): 3 clusters
  Score: Raw -1328334.289346 + Penalty 3079.552693 = -1325254.736653
  nChanged 1
		SP:Iteration 50Q (68988.090000 sec): 3 clusters
  Score: Raw -1328334.616432 + Penalty 3079.552693 = -1325255.063739
  nChanged 2
		SP:Iteration 51Q (68988.370000 sec): 3 clusters
  Score: Raw -1328335.603168 + Penalty 3079.552693 = -1325256.050475
  nChanged 4
		SP:Iteration 52Q (68988.640000 sec): 3 clusters
  Score: Raw -1328337.619256 + Penalty 3079.552693 = -1325258.066563
  nChanged 2
		SP:Iteration 53Q (68988.940000 sec): 3 clusters
  Score: Raw -1328338.441053 + Penalty 3079.552693 = -1325258.888360
  nChanged 1
		SP:Iteration 54Q (68989.200000 sec): 3 clusters
  Score: Raw -1328338.786551 + Penalty 3079.552693 = -1325259.233858
  nChanged 0
		SP:Iteration 55F (68989.490000 sec): 3 clusters
  Score: Raw -1328338.786551 + Penalty 3079.552693 = -1325259.233858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68989.580000 sec): 2 clusters
  Score: Raw -130579.915264 + Penalty 1169.704831 = -129410.210433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68989.860000 sec): 3 clusters
  Score: Raw -130069.393570 + Penalty 2339.409663 = -127729.983907
  nChanged 447
		SP:Iteration 1F (68990.040000 sec): 3 clusters
  Score: Raw -130412.269808 + Penalty 2339.409663 = -128072.860145
  nChanged 102
		SP:Iteration 2F (68990.220000 sec): 3 clusters
  Score: Raw -130513.734396 + Penalty 2339.409663 = -128174.324734
  nChanged 67
		SP:Iteration 3F (68990.400000 sec): 3 clusters
  Score: Raw -130593.313960 + Penalty 2339.409663 = -128253.904298
  nChanged 49
		SP:Iteration 4Q (68990.560000 sec): 3 clusters
  Score: Raw -130645.419514 + Penalty 2339.409663 = -128306.009852
  nChanged 36
		SP:Iteration 5Q (68990.730000 sec): 3 clusters
  Score: Raw -130681.892556 + Penalty 2339.409663 = -128342.482893
  nChanged 33
		SP:Iteration 6Q (68990.860000 sec): 3 clusters
  Score: Raw -130718.026851 + Penalty 2339.409663 = -128378.617189
  nChanged 34
		SP:Iteration 7Q (68990.980000 sec): 3 clusters
  Score: Raw -130781.676885 + Penalty 2339.409663 = -128442.267222
  nChanged 29
		SP:Iteration 8Q (68991.160000 sec): 3 clusters
  Score: Raw -130863.552078 + Penalty 2339.409663 = -128524.142416
  nChanged 32
		SP:Iteration 9Q (68991.360000 sec): 3 clusters
  Score: Raw -130905.665623 + Penalty 2339.409663 = -128566.255960
  nChanged 33
		SP:Iteration 10Q (68991.570000 sec): 3 clusters
  Score: Raw -130948.454040 + Penalty 2339.409663 = -128609.044377
  nChanged 39
		SP:Iteration 11Q (68991.690000 sec): 3 clusters
  Score: Raw -130995.878955 + Penalty 2339.409663 = -128656.469292
  nChanged 39
		SP:Iteration 12Q (68991.860000 sec): 3 clusters
  Score: Raw -131032.281900 + Penalty 2339.409663 = -128692.872238
  nChanged 25
		SP:Iteration 13Q (68992.040000 sec): 3 clusters
  Score: Raw -131058.521571 + Penalty 2339.409663 = -128719.111908
  nChanged 32
		SP:Iteration 14Q (68992.160000 sec): 3 clusters
  Score: Raw -131098.260988 + Penalty 2339.409663 = -128758.851325
  nChanged 34
		SP:Iteration 15Q (68992.360000 sec): 3 clusters
  Score: Raw -131135.318218 + Penalty 2339.409663 = -128795.908556
  nChanged 32
		SP:Iteration 16Q (68992.500000 sec): 3 clusters
  Score: Raw -131165.587582 + Penalty 2339.409663 = -128826.177919
  nChanged 32
		SP:Iteration 17Q (68992.630000 sec): 3 clusters
  Score: Raw -131200.061692 + Penalty 2339.409663 = -128860.652030
  nChanged 27
		SP:Iteration 18Q (68992.800000 sec): 3 clusters
  Score: Raw -131229.519262 + Penalty 2339.409663 = -128890.109599
  nChanged 24
		SP:Iteration 19Q (68992.990000 sec): 3 clusters
  Score: Raw -131263.645361 + Penalty 2339.409663 = -128924.235699
  nChanged 16
		SP:Iteration 20F (68993.130000 sec): 3 clusters
  Score: Raw -131285.113444 + Penalty 2339.409663 = -128945.703781
  nChanged 11
		SP:Iteration 21Q (68993.340000 sec): 3 clusters
  Score: Raw -131299.448180 + Penalty 2339.409663 = -128960.038517
  nChanged 9
		SP:Iteration 22Q (68993.520000 sec): 3 clusters
  Score: Raw -131312.750665 + Penalty 2339.409663 = -128973.341003
  nChanged 8
		SP:Iteration 23Q (68993.720000 sec): 3 clusters
  Score: Raw -131320.597093 + Penalty 2339.409663 = -128981.187430
  nChanged 5
		SP:Iteration 24Q (68993.910000 sec): 3 clusters
  Score: Raw -131323.615448 + Penalty 2339.409663 = -128984.205785
  nChanged 2
		SP:Iteration 25Q (68994.100000 sec): 3 clusters
  Score: Raw -131324.932812 + Penalty 2339.409663 = -128985.523149
  nChanged 2
		SP:Iteration 26Q (68994.230000 sec): 3 clusters
  Score: Raw -131325.749326 + Penalty 2339.409663 = -128986.339664
  nChanged 1
		SP:Iteration 27Q (68994.400000 sec): 3 clusters
  Score: Raw -131325.941580 + Penalty 2339.409663 = -128986.531917
  nChanged 0
		SP:Iteration 28F (68994.570000 sec): 3 clusters
  Score: Raw -131325.941580 + Penalty 2339.409663 = -128986.531917
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (39399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68994.930000 sec): 2 clusters
  Score: Raw -4356907.285369 + Penalty 1719.493054 = -4355187.792315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68995.320000 sec): 3 clusters
  Score: Raw -4332293.078223 + Penalty 3438.986107 = -4328854.092116
  nChanged 18303
		SP:Iteration 1F (68995.730000 sec): 3 clusters
  Score: Raw -4342325.307774 + Penalty 3438.986107 = -4338886.321667
  nChanged 1333
		SP:Iteration 2Q (68996.200000 sec): 3 clusters
  Score: Raw -4342607.594799 + Penalty 3438.986107 = -4339168.608692
  nChanged 1197
		SP:Iteration 3Q (68996.650000 sec): 3 clusters
  Score: Raw -4342860.046093 + Penalty 3438.986107 = -4339421.059986
  nChanged 1089
		SP:Iteration 4Q (68997.050000 sec): 3 clusters
  Score: Raw -4343090.617551 + Penalty 3438.986107 = -4339651.631443
  nChanged 1131
		SP:Iteration 5Q (68997.530000 sec): 3 clusters
  Score: Raw -4343396.529060 + Penalty 3438.986107 = -4339957.542953
  nChanged 1396
		SP:Iteration 6Q (68998.000000 sec): 3 clusters
  Score: Raw -4343894.952886 + Penalty 3438.986107 = -4340455.966779
  nChanged 1673
		SP:Iteration 7Q (68998.500000 sec): 3 clusters
  Score: Raw -4344641.951048 + Penalty 3438.986107 = -4341202.964941
  nChanged 2075
		SP:Iteration 8F (68998.960000 sec): 3 clusters
  Score: Raw -4345826.966771 + Penalty 3438.986107 = -4342387.980664
  nChanged 2553
		SP:Iteration 9F (68999.400000 sec): 3 clusters
  Score: Raw -4347662.948609 + Penalty 3438.986107 = -4344223.962502
  nChanged 2969
		SP:Iteration 10F (68999.810000 sec): 3 clusters
  Score: Raw -4350164.342511 + Penalty 3438.986107 = -4346725.356404
  nChanged 2912
		SP:Iteration 11F (69000.240000 sec): 3 clusters
  Score: Raw -4352865.056724 + Penalty 3438.986107 = -4349426.070617
  nChanged 2171
		SP:Iteration 12F (69000.690000 sec): 3 clusters
  Score: Raw -4354893.367605 + Penalty 3438.986107 = -4351454.381498
  nChanged 1239
		SP:Iteration 13Q (69001.080000 sec): 3 clusters
  Score: Raw -4356032.137807 + Penalty 3438.986107 = -4352593.151700
  nChanged 642
		SP:Iteration 14Q (69001.550000 sec): 3 clusters
  Score: Raw -4356621.416236 + Penalty 3438.986107 = -4353182.430129
  nChanged 270
		SP:Iteration 15Q (69001.910000 sec): 3 clusters
  Score: Raw -4356866.310992 + Penalty 3438.986107 = -4353427.324885
  nChanged 106
		SP:Iteration 16Q (69002.270000 sec): 3 clusters
  Score: Raw -4356971.313096 + Penalty 3438.986107 = -4353532.326989
  nChanged 54
		SP:Iteration 17Q (69002.750000 sec): 3 clusters
  Score: Raw -4357025.540621 + Penalty 3438.986107 = -4353586.554513
  nChanged 36
		SP:Iteration 18Q (69003.110000 sec): 3 clusters
  Score: Raw -4357055.997015 + Penalty 3438.986107 = -4353617.010908
  nChanged 15
		SP:Iteration 19Q (69003.490000 sec): 3 clusters
  Score: Raw -4357070.302378 + Penalty 3438.986107 = -4353631.316271
  nChanged 8
		SP:Iteration 20F (69003.880000 sec): 3 clusters
  Score: Raw -4357076.806831 + Penalty 3438.986107 = -4353637.820723
  nChanged 8
		SP:Iteration 21Q (69004.230000 sec): 3 clusters
  Score: Raw -4357082.203576 + Penalty 3438.986107 = -4353643.217469
  nChanged 5
		SP:Iteration 22Q (69004.620000 sec): 3 clusters
  Score: Raw -4357086.900634 + Penalty 3438.986107 = -4353647.914527
  nChanged 6
		SP:Iteration 23Q (69005.040000 sec): 3 clusters
  Score: Raw -4357091.461571 + Penalty 3438.986107 = -4353652.475464
  nChanged 7
		SP:Iteration 24Q (69005.380000 sec): 3 clusters
  Score: Raw -4357098.835181 + Penalty 3438.986107 = -4353659.849074
  nChanged 6
		SP:Iteration 25Q (69005.740000 sec): 3 clusters
  Score: Raw -4357103.855939 + Penalty 3438.986107 = -4353664.869831
  nChanged 5
		SP:Iteration 26Q (69006.150000 sec): 3 clusters
  Score: Raw -4357106.710132 + Penalty 3438.986107 = -4353667.724025
  nChanged 2
		SP:Iteration 27Q (69006.550000 sec): 3 clusters
  Score: Raw -4357107.945992 + Penalty 3438.986107 = -4353668.959885
  nChanged 0
		SP:Iteration 28F (69006.940000 sec): 3 clusters
  Score: Raw -4357107.945992 + Penalty 3438.986107 = -4353668.959885
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69007.200000 sec): 2 clusters
  Score: Raw -3235825.606088 + Penalty 1684.780781 = -3234140.825307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69007.570000 sec): 3 clusters
  Score: Raw -3216269.330154 + Penalty 3369.561562 = -3212899.768592
  nChanged 14715
		SP:Iteration 1F (69007.950000 sec): 3 clusters
  Score: Raw -3224866.971121 + Penalty 3369.561562 = -3221497.409560
  nChanged 1695
		SP:Iteration 2F (69008.350000 sec): 3 clusters
  Score: Raw -3225603.352041 + Penalty 3369.561562 = -3222233.790479
  nChanged 1764
		SP:Iteration 3F (69008.710000 sec): 3 clusters
  Score: Raw -3226565.546885 + Penalty 3369.561562 = -3223195.985323
  nChanged 2051
		SP:Iteration 4F (69009.050000 sec): 3 clusters
  Score: Raw -3227944.529943 + Penalty 3369.561562 = -3224574.968382
  nChanged 2299
		SP:Iteration 5F (69009.400000 sec): 3 clusters
  Score: Raw -3229637.326845 + Penalty 3369.561562 = -3226267.765284
  nChanged 2196
		SP:Iteration 6F (69009.810000 sec): 3 clusters
  Score: Raw -3231429.109172 + Penalty 3369.561562 = -3228059.547610
  nChanged 1986
		SP:Iteration 7F (69010.190000 sec): 3 clusters
  Score: Raw -3233334.029974 + Penalty 3369.561562 = -3229964.468413
  nChanged 1429
		SP:Iteration 8Q (69010.530000 sec): 3 clusters
  Score: Raw -3234929.636396 + Penalty 3369.561562 = -3231560.074834
  nChanged 936
		SP:Iteration 9Q (69010.910000 sec): 3 clusters
  Score: Raw -3235901.255728 + Penalty 3369.561562 = -3232531.694166
  nChanged 591
		SP:Iteration 10Q (69011.290000 sec): 3 clusters
  Score: Raw -3236331.771823 + Penalty 3369.561562 = -3232962.210262
  nChanged 406
		SP:Iteration 11Q (69011.750000 sec): 3 clusters
  Score: Raw -3236593.752442 + Penalty 3369.561562 = -3233224.190880
  nChanged 299
		SP:Iteration 12Q (69012.110000 sec): 3 clusters
  Score: Raw -3236787.215740 + Penalty 3369.561562 = -3233417.654179
  nChanged 241
		SP:Iteration 13Q (69012.460000 sec): 3 clusters
  Score: Raw -3236956.595998 + Penalty 3369.561562 = -3233587.034436
  nChanged 199
		SP:Iteration 14Q (69012.800000 sec): 3 clusters
  Score: Raw -3237078.533992 + Penalty 3369.561562 = -3233708.972431
  nChanged 143
		SP:Iteration 15Q (69013.100000 sec): 3 clusters
  Score: Raw -3237137.727319 + Penalty 3369.561562 = -3233768.165758
  nChanged 105
		SP:Iteration 16Q (69013.460000 sec): 3 clusters
  Score: Raw -3237167.583108 + Penalty 3369.561562 = -3233798.021546
  nChanged 76
		SP:Iteration 17Q (69013.790000 sec): 3 clusters
  Score: Raw -3237185.933774 + Penalty 3369.561562 = -3233816.372212
  nChanged 53
		SP:Iteration 18Q (69014.150000 sec): 3 clusters
  Score: Raw -3237196.671767 + Penalty 3369.561562 = -3233827.110205
  nChanged 40
		SP:Iteration 19Q (69014.500000 sec): 3 clusters
  Score: Raw -3237205.573204 + Penalty 3369.561562 = -3233836.011643
  nChanged 38
		SP:Iteration 20F (69014.880000 sec): 3 clusters
  Score: Raw -3237212.978403 + Penalty 3369.561562 = -3233843.416841
  nChanged 34
		SP:Iteration 21Q (69015.300000 sec): 3 clusters
  Score: Raw -3237218.395982 + Penalty 3369.561562 = -3233848.834420
  nChanged 22
		SP:Iteration 22Q (69015.660000 sec): 3 clusters
  Score: Raw -3237222.474613 + Penalty 3369.561562 = -3233852.913051
  nChanged 18
		SP:Iteration 23Q (69016.010000 sec): 3 clusters
  Score: Raw -3237225.428384 + Penalty 3369.561562 = -3233855.866822
  nChanged 19
		SP:Iteration 24Q (69016.400000 sec): 3 clusters
  Score: Raw -3237228.534125 + Penalty 3369.561562 = -3233858.972563
  nChanged 23
		SP:Iteration 25Q (69016.750000 sec): 3 clusters
  Score: Raw -3237231.836269 + Penalty 3369.561562 = -3233862.274707
  nChanged 17
		SP:Iteration 26Q (69017.100000 sec): 3 clusters
  Score: Raw -3237234.595858 + Penalty 3369.561562 = -3233865.034296
  nChanged 17
		SP:Iteration 27Q (69017.450000 sec): 3 clusters
  Score: Raw -3237236.963533 + Penalty 3369.561562 = -3233867.401972
  nChanged 10
		SP:Iteration 28Q (69017.840000 sec): 3 clusters
  Score: Raw -3237238.164768 + Penalty 3369.561562 = -3233868.603207
  nChanged 6
		SP:Iteration 29Q (69018.190000 sec): 3 clusters
  Score: Raw -3237239.374270 + Penalty 3369.561562 = -3233869.812709
  nChanged 5
		SP:Iteration 30Q (69018.540000 sec): 3 clusters
  Score: Raw -3237240.239985 + Penalty 3369.561562 = -3233870.678423
  nChanged 5
		SP:Iteration 31Q (69018.890000 sec): 3 clusters
  Score: Raw -3237240.851484 + Penalty 3369.561562 = -3233871.289922
  nChanged 5
		SP:Iteration 32Q (69019.280000 sec): 3 clusters
  Score: Raw -3237241.307452 + Penalty 3369.561562 = -3233871.745890
  nChanged 3
		SP:Iteration 33Q (69019.640000 sec): 3 clusters
  Score: Raw -3237241.580405 + Penalty 3369.561562 = -3233872.018843
  nChanged 2
		SP:Iteration 34Q (69019.980000 sec): 3 clusters
  Score: Raw -3237241.739939 + Penalty 3369.561562 = -3233872.178378
  nChanged 0
		SP:Iteration 35F (69020.380000 sec): 3 clusters
  Score: Raw -3237241.739939 + Penalty 3369.561562 = -3233872.178378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69020.450000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69020.610000 sec): 3 clusters
  Score: Raw -60324.344114 + Penalty 2081.699249 = -58242.644865
  nChanged 171
		SP:Iteration 1F (69020.770000 sec): 3 clusters
  Score: Raw -60539.893540 + Penalty 2081.699249 = -58458.194291
  nChanged 39
		SP:Iteration 2F (69020.920000 sec): 3 clusters
  Score: Raw -60617.966528 + Penalty 2081.699249 = -58536.267279
  nChanged 23
		SP:Iteration 3Q (69021.080000 sec): 3 clusters
  Score: Raw -60654.983185 + Penalty 2081.699249 = -58573.283936
  nChanged 16
		SP:Iteration 4Q (69021.240000 sec): 3 clusters
  Score: Raw -60699.811589 + Penalty 2081.699249 = -58618.112340
  nChanged 15
		SP:Iteration 5Q (69021.400000 sec): 3 clusters
  Score: Raw -60767.591874 + Penalty 2081.699249 = -58685.892625
  nChanged 11
		SP:Iteration 6Q (69021.560000 sec): 3 clusters
  Score: Raw -60798.213964 + Penalty 2081.699249 = -58716.514716
  nChanged 10
		SP:Iteration 7Q (69021.720000 sec): 3 clusters
  Score: Raw -60823.705039 + Penalty 2081.699249 = -58742.005790
  nChanged 6
		SP:Iteration 8Q (69021.880000 sec): 3 clusters
  Score: Raw -60839.801926 + Penalty 2081.699249 = -58758.102677
  nChanged 7
		SP:Iteration 9Q (69022.040000 sec): 3 clusters
  Score: Raw -60849.010905 + Penalty 2081.699249 = -58767.311656
  nChanged 5
		SP:Iteration 10Q (69022.200000 sec): 3 clusters
  Score: Raw -60856.264059 + Penalty 2081.699249 = -58774.564810
  nChanged 5
		SP:Iteration 11Q (69022.360000 sec): 3 clusters
  Score: Raw -60863.905867 + Penalty 2081.699249 = -58782.206618
  nChanged 6
		SP:Iteration 12Q (69022.520000 sec): 3 clusters
  Score: Raw -60882.389137 + Penalty 2081.699249 = -58800.689888
  nChanged 9
		SP:Iteration 13Q (69022.680000 sec): 3 clusters
  Score: Raw -60897.532525 + Penalty 2081.699249 = -58815.833276
  nChanged 7
		SP:Iteration 14Q (69022.850000 sec): 3 clusters
  Score: Raw -60909.568661 + Penalty 2081.699249 = -58827.869412
  nChanged 5
		SP:Iteration 15Q (69023.000000 sec): 3 clusters
  Score: Raw -60913.332037 + Penalty 2081.699249 = -58831.632788
  nChanged 5
		SP:Iteration 16Q (69023.160000 sec): 3 clusters
  Score: Raw -60919.914465 + Penalty 2081.699249 = -58838.215216
  nChanged 6
		SP:Iteration 17Q (69023.320000 sec): 3 clusters
  Score: Raw -60927.001676 + Penalty 2081.699249 = -58845.302427
  nChanged 4
		SP:Iteration 18Q (69023.480000 sec): 3 clusters
  Score: Raw -60931.780619 + Penalty 2081.699249 = -58850.081370
  nChanged 4
		SP:Iteration 19Q (69023.640000 sec): 3 clusters
  Score: Raw -60937.353768 + Penalty 2081.699249 = -58855.654519
  nChanged 4
		SP:Iteration 20F (69023.800000 sec): 3 clusters
  Score: Raw -60953.063827 + Penalty 2081.699249 = -58871.364578
  nChanged 4
		SP:Iteration 21Q (69023.960000 sec): 3 clusters
  Score: Raw -61040.555808 + Penalty 2081.699249 = -58958.856560
  nChanged 14
		SP:Iteration 22Q (69024.120000 sec): 3 clusters
  Score: Raw -61067.594821 + Penalty 2081.699249 = -58985.895572
  nChanged 8
		SP:Iteration 23Q (69024.280000 sec): 3 clusters
  Score: Raw -61082.024565 + Penalty 2081.699249 = -59000.325317
  nChanged 10
		SP:Iteration 24Q (69024.440000 sec): 3 clusters
  Score: Raw -61094.941755 + Penalty 2081.699249 = -59013.242506
  nChanged 5
		SP:Iteration 25Q (69024.600000 sec): 3 clusters
  Score: Raw -61098.680274 + Penalty 2081.699249 = -59016.981025
  nChanged 2
		SP:Iteration 26Q (69024.760000 sec): 3 clusters
  Score: Raw -61100.194214 + Penalty 2081.699249 = -59018.494965
  nChanged 2
		SP:Iteration 27Q (69024.920000 sec): 3 clusters
  Score: Raw -61101.585204 + Penalty 2081.699249 = -59019.885956
  nChanged 1
		SP:Iteration 28Q (69025.080000 sec): 3 clusters
  Score: Raw -61102.075274 + Penalty 2081.699249 = -59020.376025
  nChanged 1
		SP:Iteration 29Q (69025.240000 sec): 3 clusters
  Score: Raw -61103.321706 + Penalty 2081.699249 = -59021.622458
  nChanged 0
		SP:Iteration 30F (69025.420000 sec): 3 clusters
  Score: Raw -61121.194605 + Penalty 2081.699249 = -59039.495356
  nChanged 1
		SP:Iteration 31Q (69025.620000 sec): 3 clusters
  Score: Raw -61143.819483 + Penalty 2081.699249 = -59062.120234
  nChanged 4
		SP:Iteration 32Q (69025.800000 sec): 3 clusters
  Score: Raw -61148.253016 + Penalty 2081.699249 = -59066.553767
  nChanged 2
		SP:Iteration 33Q (69025.980000 sec): 3 clusters
  Score: Raw -61150.236565 + Penalty 2081.699249 = -59068.537316
  nChanged 1
		SP:Iteration 34Q (69026.210000 sec): 3 clusters
  Score: Raw -61153.884969 + Penalty 2081.699249 = -59072.185720
  nChanged 2
		SP:Iteration 35Q (69026.420000 sec): 3 clusters
  Score: Raw -61159.429534 + Penalty 2081.699249 = -59077.730285
  nChanged 4
		SP:Iteration 36Q (69026.560000 sec): 3 clusters
  Score: Raw -61171.404144 + Penalty 2081.699249 = -59089.704895
  nChanged 8
		SP:Iteration 37Q (69026.760000 sec): 3 clusters
  Score: Raw -61185.879107 + Penalty 2081.699249 = -59104.179858
  nChanged 3
		SP:Iteration 38Q (69026.970000 sec): 3 clusters
  Score: Raw -61189.913222 + Penalty 2081.699249 = -59108.213973
  nChanged 3
		SP:Iteration 39Q (69027.190000 sec): 3 clusters
  Score: Raw -61193.981717 + Penalty 2081.699249 = -59112.282468
  nChanged 1
		SP:Iteration 40F (69027.400000 sec): 3 clusters
  Score: Raw -61195.023085 + Penalty 2081.699249 = -59113.323836
  nChanged 2
		SP:Iteration 41Q (69027.610000 sec): 3 clusters
  Score: Raw -61196.901182 + Penalty 2081.699249 = -59115.201933
  nChanged 0
		SP:Iteration 42F (69027.840000 sec): 3 clusters
  Score: Raw -61196.901182 + Penalty 2081.699249 = -59115.201933
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69028.000000 sec): 2 clusters
  Score: Raw -1501020.614888 + Penalty 1553.261029 = -1499467.353858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69028.280000 sec): 3 clusters
  Score: Raw -1492899.557628 + Penalty 3106.522059 = -1489793.035569
  nChanged 6178
		SP:Iteration 1F (69028.480000 sec): 3 clusters
  Score: Raw -1496437.049150 + Penalty 3106.522059 = -1493330.527091
  nChanged 855
		SP:Iteration 2F (69028.810000 sec): 3 clusters
  Score: Raw -1496810.238820 + Penalty 3106.522059 = -1493703.716761
  nChanged 713
		SP:Iteration 3F (69029.040000 sec): 3 clusters
  Score: Raw -1497089.406930 + Penalty 3106.522059 = -1493982.884871
  nChanged 636
		SP:Iteration 4Q (69029.320000 sec): 3 clusters
  Score: Raw -1497323.146441 + Penalty 3106.522059 = -1494216.624382
  nChanged 573
		SP:Iteration 5Q (69029.560000 sec): 3 clusters
  Score: Raw -1497533.240102 + Penalty 3106.522059 = -1494426.718043
  nChanged 507
		SP:Iteration 6Q (69029.820000 sec): 3 clusters
  Score: Raw -1497685.569535 + Penalty 3106.522059 = -1494579.047476
  nChanged 414
		SP:Iteration 7Q (69030.140000 sec): 3 clusters
  Score: Raw -1497803.664166 + Penalty 3106.522059 = -1494697.142107
  nChanged 362
		SP:Iteration 8Q (69030.380000 sec): 3 clusters
  Score: Raw -1497904.271947 + Penalty 3106.522059 = -1494797.749888
  nChanged 333
		SP:Iteration 9Q (69030.620000 sec): 3 clusters
  Score: Raw -1497990.059499 + Penalty 3106.522059 = -1494883.537440
  nChanged 297
		SP:Iteration 10Q (69030.840000 sec): 3 clusters
  Score: Raw -1498072.351701 + Penalty 3106.522059 = -1494965.829642
  nChanged 336
		SP:Iteration 11Q (69031.140000 sec): 3 clusters
  Score: Raw -1498178.784565 + Penalty 3106.522059 = -1495072.262506
  nChanged 370
		SP:Iteration 12Q (69031.380000 sec): 3 clusters
  Score: Raw -1498299.546521 + Penalty 3106.522059 = -1495193.024462
  nChanged 385
		SP:Iteration 13Q (69031.640000 sec): 3 clusters
  Score: Raw -1498449.090049 + Penalty 3106.522059 = -1495342.567990
  nChanged 418
		SP:Iteration 14Q (69031.910000 sec): 3 clusters
  Score: Raw -1498610.821187 + Penalty 3106.522059 = -1495504.299128
  nChanged 466
		SP:Iteration 15Q (69032.210000 sec): 3 clusters
  Score: Raw -1498818.021676 + Penalty 3106.522059 = -1495711.499617
  nChanged 545
		SP:Iteration 16Q (69032.480000 sec): 3 clusters
  Score: Raw -1499115.897018 + Penalty 3106.522059 = -1496009.374959
  nChanged 577
		SP:Iteration 17Q (69032.730000 sec): 3 clusters
  Score: Raw -1499471.192980 + Penalty 3106.522059 = -1496364.670921
  nChanged 599
		SP:Iteration 18Q (69032.960000 sec): 3 clusters
  Score: Raw -1499866.098292 + Penalty 3106.522059 = -1496759.576233
  nChanged 522
		SP:Iteration 19Q (69033.230000 sec): 3 clusters
  Score: Raw -1500234.948987 + Penalty 3106.522059 = -1497128.426928
  nChanged 421
		SP:Iteration 20F (69033.440000 sec): 3 clusters
  Score: Raw -1500550.181412 + Penalty 3106.522059 = -1497443.659353
  nChanged 329
		SP:Iteration 21Q (69033.620000 sec): 3 clusters
  Score: Raw -1500821.411420 + Penalty 3106.522059 = -1497714.889361
  nChanged 230
		SP:Iteration 22Q (69033.830000 sec): 3 clusters
  Score: Raw -1501037.707636 + Penalty 3106.522059 = -1497931.185577
  nChanged 119
		SP:Iteration 23Q (69034.060000 sec): 3 clusters
  Score: Raw -1501151.796188 + Penalty 3106.522059 = -1498045.274129
  nChanged 97
		SP:Iteration 24Q (69034.340000 sec): 3 clusters
  Score: Raw -1501247.472328 + Penalty 3106.522059 = -1498140.950269
  nChanged 74
		SP:Iteration 25Q (69034.600000 sec): 3 clusters
  Score: Raw -1501307.588703 + Penalty 3106.522059 = -1498201.066644
  nChanged 46
		SP:Iteration 26Q (69034.880000 sec): 3 clusters
  Score: Raw -1501344.891148 + Penalty 3106.522059 = -1498238.369089
  nChanged 28
		SP:Iteration 27Q (69035.160000 sec): 3 clusters
  Score: Raw -1501366.198725 + Penalty 3106.522059 = -1498259.676666
  nChanged 17
		SP:Iteration 28Q (69035.420000 sec): 3 clusters
  Score: Raw -1501380.100295 + Penalty 3106.522059 = -1498273.578236
  nChanged 15
		SP:Iteration 29Q (69035.620000 sec): 3 clusters
  Score: Raw -1501397.508576 + Penalty 3106.522059 = -1498290.986517
  nChanged 17
		SP:Iteration 30Q (69035.920000 sec): 3 clusters
  Score: Raw -1501410.474752 + Penalty 3106.522059 = -1498303.952693
  nChanged 10
		SP:Iteration 31Q (69036.170000 sec): 3 clusters
  Score: Raw -1501418.266372 + Penalty 3106.522059 = -1498311.744313
  nChanged 12
		SP:Iteration 32Q (69036.410000 sec): 3 clusters
  Score: Raw -1501425.168111 + Penalty 3106.522059 = -1498318.646052
  nChanged 10
		SP:Iteration 33Q (69036.650000 sec): 3 clusters
  Score: Raw -1501432.325179 + Penalty 3106.522059 = -1498325.803120
  nChanged 7
		SP:Iteration 34Q (69036.970000 sec): 3 clusters
  Score: Raw -1501436.626482 + Penalty 3106.522059 = -1498330.104423
  nChanged 4
		SP:Iteration 35Q (69037.150000 sec): 3 clusters
  Score: Raw -1501440.063814 + Penalty 3106.522059 = -1498333.541755
  nChanged 1
		SP:Iteration 36Q (69037.410000 sec): 3 clusters
  Score: Raw -1501440.995614 + Penalty 3106.522059 = -1498334.473555
  nChanged 2
		SP:Iteration 37Q (69037.660000 sec): 3 clusters
  Score: Raw -1501442.545298 + Penalty 3106.522059 = -1498336.023239
  nChanged 2
		SP:Iteration 38Q (69037.950000 sec): 3 clusters
  Score: Raw -1501444.573838 + Penalty 3106.522059 = -1498338.051779
  nChanged 3
		SP:Iteration 39Q (69038.200000 sec): 3 clusters
  Score: Raw -1501445.585563 + Penalty 3106.522059 = -1498339.063504
  nChanged 3
		SP:Iteration 40F (69038.500000 sec): 3 clusters
  Score: Raw -1501447.408783 + Penalty 3106.522059 = -1498340.886724
  nChanged 2
		SP:Iteration 41Q (69038.750000 sec): 3 clusters
  Score: Raw -1501449.131050 + Penalty 3106.522059 = -1498342.608991
  nChanged 1
		SP:Iteration 42Q (69038.980000 sec): 3 clusters
  Score: Raw -1501450.396212 + Penalty 3106.522059 = -1498343.874153
  nChanged 2
		SP:Iteration 43Q (69039.240000 sec): 3 clusters
  Score: Raw -1501451.839467 + Penalty 3106.522059 = -1498345.317408
  nChanged 1
		SP:Iteration 44Q (69039.450000 sec): 3 clusters
  Score: Raw -1501452.134229 + Penalty 3106.522059 = -1498345.612170
  nChanged 1
		SP:Iteration 45Q (69039.630000 sec): 3 clusters
  Score: Raw -1501452.611971 + Penalty 3106.522059 = -1498346.089912
  nChanged 0
		SP:Iteration 46F (69039.880000 sec): 3 clusters
  Score: Raw -1501452.611971 + Penalty 3106.522059 = -1498346.089912
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69040.140000 sec): 2 clusters
  Score: Raw -2483092.741448 + Penalty 1638.088608 = -2481454.652840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69040.510000 sec): 3 clusters
  Score: Raw -2468560.957300 + Penalty 3276.177216 = -2465284.780084
  nChanged 10897
		SP:Iteration 1F (69040.840000 sec): 3 clusters
  Score: Raw -2475503.311421 + Penalty 3276.177216 = -2472227.134206
  nChanged 1910
		SP:Iteration 2F (69041.130000 sec): 3 clusters
  Score: Raw -2476858.474148 + Penalty 3276.177216 = -2473582.296932
  nChanged 1869
		SP:Iteration 3F (69041.480000 sec): 3 clusters
  Score: Raw -2478076.549690 + Penalty 3276.177216 = -2474800.372474
  nChanged 1526
		SP:Iteration 4F (69041.820000 sec): 3 clusters
  Score: Raw -2478976.437987 + Penalty 3276.177216 = -2475700.260771
  nChanged 1224
		SP:Iteration 5F (69042.130000 sec): 3 clusters
  Score: Raw -2479678.107944 + Penalty 3276.177216 = -2476401.930729
  nChanged 1002
		SP:Iteration 6Q (69042.480000 sec): 3 clusters
  Score: Raw -2480330.939381 + Penalty 3276.177216 = -2477054.762165
  nChanged 929
		SP:Iteration 7Q (69042.820000 sec): 3 clusters
  Score: Raw -2480954.248873 + Penalty 3276.177216 = -2477678.071657
  nChanged 825
		SP:Iteration 8Q (69043.180000 sec): 3 clusters
  Score: Raw -2481452.591724 + Penalty 3276.177216 = -2478176.414508
  nChanged 694
		SP:Iteration 9Q (69043.420000 sec): 3 clusters
  Score: Raw -2481814.849795 + Penalty 3276.177216 = -2478538.672579
  nChanged 520
		SP:Iteration 10Q (69043.750000 sec): 3 clusters
  Score: Raw -2482024.233515 + Penalty 3276.177216 = -2478748.056299
  nChanged 399
		SP:Iteration 11Q (69044.040000 sec): 3 clusters
  Score: Raw -2482149.197401 + Penalty 3276.177216 = -2478873.020185
  nChanged 273
		SP:Iteration 12Q (69044.390000 sec): 3 clusters
  Score: Raw -2482215.762953 + Penalty 3276.177216 = -2478939.585737
  nChanged 202
		SP:Iteration 13Q (69044.670000 sec): 3 clusters
  Score: Raw -2482258.465750 + Penalty 3276.177216 = -2478982.288534
  nChanged 174
		SP:Iteration 14Q (69044.980000 sec): 3 clusters
  Score: Raw -2482287.664792 + Penalty 3276.177216 = -2479011.487576
  nChanged 118
		SP:Iteration 15Q (69045.280000 sec): 3 clusters
  Score: Raw -2482304.753341 + Penalty 3276.177216 = -2479028.576125
  nChanged 104
		SP:Iteration 16Q (69045.640000 sec): 3 clusters
  Score: Raw -2482316.801518 + Penalty 3276.177216 = -2479040.624302
  nChanged 73
		SP:Iteration 17Q (69046.020000 sec): 3 clusters
  Score: Raw -2482323.758626 + Penalty 3276.177216 = -2479047.581410
  nChanged 59
		SP:Iteration 18Q (69046.350000 sec): 3 clusters
  Score: Raw -2482328.986672 + Penalty 3276.177216 = -2479052.809456
  nChanged 48
		SP:Iteration 19Q (69046.640000 sec): 3 clusters
  Score: Raw -2482332.968950 + Penalty 3276.177216 = -2479056.791735
  nChanged 28
		SP:Iteration 20F (69046.890000 sec): 3 clusters
  Score: Raw -2482335.114428 + Penalty 3276.177216 = -2479058.937212
  nChanged 22
		SP:Iteration 21Q (69047.210000 sec): 3 clusters
  Score: Raw -2482336.458771 + Penalty 3276.177216 = -2479060.281555
  nChanged 26
		SP:Iteration 22Q (69047.480000 sec): 3 clusters
  Score: Raw -2482338.335953 + Penalty 3276.177216 = -2479062.158737
  nChanged 30
		SP:Iteration 23Q (69047.810000 sec): 3 clusters
  Score: Raw -2482340.461471 + Penalty 3276.177216 = -2479064.284255
  nChanged 23
		SP:Iteration 24Q (69048.150000 sec): 3 clusters
  Score: Raw -2482341.657536 + Penalty 3276.177216 = -2479065.480320
  nChanged 13
		SP:Iteration 25Q (69048.460000 sec): 3 clusters
  Score: Raw -2482342.451822 + Penalty 3276.177216 = -2479066.274606
  nChanged 21
		SP:Iteration 26Q (69048.780000 sec): 3 clusters
  Score: Raw -2482343.843505 + Penalty 3276.177216 = -2479067.666289
  nChanged 23
		SP:Iteration 27Q (69049.120000 sec): 3 clusters
  Score: Raw -2482345.776703 + Penalty 3276.177216 = -2479069.599487
  nChanged 22
		SP:Iteration 28Q (69049.420000 sec): 3 clusters
  Score: Raw -2482347.225696 + Penalty 3276.177216 = -2479071.048480
  nChanged 13
		SP:Iteration 29Q (69049.780000 sec): 3 clusters
  Score: Raw -2482347.880638 + Penalty 3276.177216 = -2479071.703422
  nChanged 13
		SP:Iteration 30Q (69050.050000 sec): 3 clusters
  Score: Raw -2482348.376892 + Penalty 3276.177216 = -2479072.199676
  nChanged 12
		SP:Iteration 31Q (69050.360000 sec): 3 clusters
  Score: Raw -2482348.947235 + Penalty 3276.177216 = -2479072.770019
  nChanged 10
		SP:Iteration 32Q (69050.720000 sec): 3 clusters
  Score: Raw -2482349.431003 + Penalty 3276.177216 = -2479073.253788
  nChanged 9
		SP:Iteration 33Q (69051.040000 sec): 3 clusters
  Score: Raw -2482349.994871 + Penalty 3276.177216 = -2479073.817655
  nChanged 11
		SP:Iteration 34Q (69051.330000 sec): 3 clusters
  Score: Raw -2482350.424114 + Penalty 3276.177216 = -2479074.246898
  nChanged 5
		SP:Iteration 35Q (69051.640000 sec): 3 clusters
  Score: Raw -2482350.679094 + Penalty 3276.177216 = -2479074.501878
  nChanged 8
		SP:Iteration 36Q (69051.880000 sec): 3 clusters
  Score: Raw -2482351.179487 + Penalty 3276.177216 = -2479075.002271
  nChanged 12
		SP:Iteration 37Q (69052.230000 sec): 3 clusters
  Score: Raw -2482351.910514 + Penalty 3276.177216 = -2479075.733298
  nChanged 12
		SP:Iteration 38Q (69052.590000 sec): 3 clusters
  Score: Raw -2482352.518212 + Penalty 3276.177216 = -2479076.340996
  nChanged 4
		SP:Iteration 39Q (69052.910000 sec): 3 clusters
  Score: Raw -2482352.646914 + Penalty 3276.177216 = -2479076.469699
  nChanged 2
		SP:Iteration 40F (69053.240000 sec): 3 clusters
  Score: Raw -2482352.732473 + Penalty 3276.177216 = -2479076.555257
  nChanged 5
		SP:Iteration 41Q (69053.620000 sec): 3 clusters
  Score: Raw -2482353.042113 + Penalty 3276.177216 = -2479076.864897
  nChanged 5
		SP:Iteration 42Q (69053.940000 sec): 3 clusters
  Score: Raw -2482353.232266 + Penalty 3276.177216 = -2479077.055051
  nChanged 2
		SP:Iteration 43Q (69054.340000 sec): 3 clusters
  Score: Raw -2482353.331528 + Penalty 3276.177216 = -2479077.154312
  nChanged 5
		SP:Iteration 44Q (69054.630000 sec): 3 clusters
  Score: Raw -2482353.599487 + Penalty 3276.177216 = -2479077.422271
  nChanged 3
		SP:Iteration 45Q (69055.000000 sec): 3 clusters
  Score: Raw -2482353.712547 + Penalty 3276.177216 = -2479077.535331
  nChanged 2
		SP:Iteration 46Q (69055.300000 sec): 3 clusters
  Score: Raw -2482353.857662 + Penalty 3276.177216 = -2479077.680446
  nChanged 4
		SP:Iteration 47Q (69055.590000 sec): 3 clusters
  Score: Raw -2482354.111548 + Penalty 3276.177216 = -2479077.934332
  nChanged 1
		SP:Iteration 48Q (69055.940000 sec): 3 clusters
  Score: Raw -2482354.157227 + Penalty 3276.177216 = -2479077.980011
  nChanged 0
		SP:Iteration 49F (69056.200000 sec): 3 clusters
  Score: Raw -2482354.157227 + Penalty 3276.177216 = -2479077.980011
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69056.330000 sec): 2 clusters
  Score: Raw -394724.147117 + Penalty 1351.874865 = -393372.272252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69056.530000 sec): 3 clusters
  Score: Raw -392698.431237 + Penalty 2703.749730 = -389994.681507
  nChanged 1608
		SP:Iteration 1F (69056.700000 sec): 3 clusters
  Score: Raw -393694.798581 + Penalty 2703.749730 = -390991.048851
  nChanged 327
		SP:Iteration 2F (69056.900000 sec): 3 clusters
  Score: Raw -393939.723443 + Penalty 2703.749730 = -391235.973713
  nChanged 275
		SP:Iteration 3F (69057.060000 sec): 3 clusters
  Score: Raw -394143.341720 + Penalty 2703.749730 = -391439.591990
  nChanged 227
		SP:Iteration 4F (69057.260000 sec): 3 clusters
  Score: Raw -394331.825935 + Penalty 2703.749730 = -391628.076205
  nChanged 202
		SP:Iteration 5Q (69057.410000 sec): 3 clusters
  Score: Raw -394476.874350 + Penalty 2703.749730 = -391773.124620
  nChanged 179
		SP:Iteration 6Q (69057.580000 sec): 3 clusters
  Score: Raw -394592.595520 + Penalty 2703.749730 = -391888.845790
  nChanged 127
		SP:Iteration 7Q (69057.770000 sec): 3 clusters
  Score: Raw -394665.255636 + Penalty 2703.749730 = -391961.505906
  nChanged 117
		SP:Iteration 8Q (69057.930000 sec): 3 clusters
  Score: Raw -394754.010672 + Penalty 2703.749730 = -392050.260942
  nChanged 129
		SP:Iteration 9Q (69058.150000 sec): 3 clusters
  Score: Raw -394859.258860 + Penalty 2703.749730 = -392155.509130
  nChanged 119
		SP:Iteration 10Q (69058.310000 sec): 3 clusters
  Score: Raw -394963.283285 + Penalty 2703.749730 = -392259.533555
  nChanged 102
		SP:Iteration 11Q (69058.500000 sec): 3 clusters
  Score: Raw -395043.739095 + Penalty 2703.749730 = -392339.989365
  nChanged 86
		SP:Iteration 12Q (69058.740000 sec): 3 clusters
  Score: Raw -395112.259221 + Penalty 2703.749730 = -392408.509491
  nChanged 86
		SP:Iteration 13Q (69058.970000 sec): 3 clusters
  Score: Raw -395169.501042 + Penalty 2703.749730 = -392465.751312
  nChanged 78
		SP:Iteration 14Q (69059.190000 sec): 3 clusters
  Score: Raw -395215.775778 + Penalty 2703.749730 = -392512.026048
  nChanged 75
		SP:Iteration 15Q (69059.370000 sec): 3 clusters
  Score: Raw -395251.538344 + Penalty 2703.749730 = -392547.788614
  nChanged 58
		SP:Iteration 16Q (69059.560000 sec): 3 clusters
  Score: Raw -395273.656345 + Penalty 2703.749730 = -392569.906615
  nChanged 41
		SP:Iteration 17Q (69059.750000 sec): 3 clusters
  Score: Raw -395291.948687 + Penalty 2703.749730 = -392588.198957
  nChanged 31
		SP:Iteration 18Q (69059.960000 sec): 3 clusters
  Score: Raw -395304.884405 + Penalty 2703.749730 = -392601.134675
  nChanged 31
		SP:Iteration 19Q (69060.140000 sec): 3 clusters
  Score: Raw -395317.473093 + Penalty 2703.749730 = -392613.723363
  nChanged 27
		SP:Iteration 20F (69060.340000 sec): 3 clusters
  Score: Raw -395327.058759 + Penalty 2703.749730 = -392623.309029
  nChanged 22
		SP:Iteration 21Q (69060.530000 sec): 3 clusters
  Score: Raw -395337.701492 + Penalty 2703.749730 = -392633.951762
  nChanged 22
		SP:Iteration 22Q (69060.760000 sec): 3 clusters
  Score: Raw -395348.189106 + Penalty 2703.749730 = -392644.439376
  nChanged 15
		SP:Iteration 23Q (69060.940000 sec): 3 clusters
  Score: Raw -395354.621938 + Penalty 2703.749730 = -392650.872208
  nChanged 19
		SP:Iteration 24Q (69061.140000 sec): 3 clusters
  Score: Raw -395363.991610 + Penalty 2703.749730 = -392660.241880
  nChanged 19
		SP:Iteration 25Q (69061.350000 sec): 3 clusters
  Score: Raw -395382.769128 + Penalty 2703.749730 = -392679.019398
  nChanged 31
		SP:Iteration 26Q (69061.560000 sec): 3 clusters
  Score: Raw -395418.803087 + Penalty 2703.749730 = -392715.053357
  nChanged 36
		SP:Iteration 27Q (69061.760000 sec): 3 clusters
  Score: Raw -395459.022988 + Penalty 2703.749730 = -392755.273258
  nChanged 30
		SP:Iteration 28Q (69061.940000 sec): 3 clusters
  Score: Raw -395473.394894 + Penalty 2703.749730 = -392769.645164
  nChanged 22
		SP:Iteration 29Q (69062.120000 sec): 3 clusters
  Score: Raw -395481.576635 + Penalty 2703.749730 = -392777.826905
  nChanged 15
		SP:Iteration 30Q (69062.280000 sec): 3 clusters
  Score: Raw -395488.398907 + Penalty 2703.749730 = -392784.649177
  nChanged 17
		SP:Iteration 31Q (69062.450000 sec): 3 clusters
  Score: Raw -395495.747889 + Penalty 2703.749730 = -392791.998159
  nChanged 17
		SP:Iteration 32Q (69062.630000 sec): 3 clusters
  Score: Raw -395504.010456 + Penalty 2703.749730 = -392800.260726
  nChanged 14
		SP:Iteration 33Q (69062.830000 sec): 3 clusters
  Score: Raw -395514.403114 + Penalty 2703.749730 = -392810.653384
  nChanged 22
		SP:Iteration 34Q (69062.980000 sec): 3 clusters
  Score: Raw -395536.371165 + Penalty 2703.749730 = -392832.621435
  nChanged 25
		SP:Iteration 35Q (69063.140000 sec): 3 clusters
  Score: Raw -395563.321829 + Penalty 2703.749730 = -392859.572099
  nChanged 34
		SP:Iteration 36Q (69063.360000 sec): 3 clusters
  Score: Raw -395594.029799 + Penalty 2703.749730 = -392890.280069
  nChanged 36
		SP:Iteration 37Q (69063.540000 sec): 3 clusters
  Score: Raw -395609.632623 + Penalty 2703.749730 = -392905.882893
  nChanged 17
		SP:Iteration 38Q (69063.750000 sec): 3 clusters
  Score: Raw -395617.952235 + Penalty 2703.749730 = -392914.202505
  nChanged 18
		SP:Iteration 39Q (69063.890000 sec): 3 clusters
  Score: Raw -395622.889023 + Penalty 2703.749730 = -392919.139293
  nChanged 9
		SP:Iteration 40F (69064.140000 sec): 3 clusters
  Score: Raw -395625.184014 + Penalty 2703.749730 = -392921.434284
  nChanged 3
		SP:Iteration 41Q (69064.360000 sec): 3 clusters
  Score: Raw -395625.631015 + Penalty 2703.749730 = -392921.881285
  nChanged 1
		SP:Iteration 42Q (69064.520000 sec): 3 clusters
  Score: Raw -395625.884760 + Penalty 2703.749730 = -392922.135030
  nChanged 1
		SP:Iteration 43Q (69064.750000 sec): 3 clusters
  Score: Raw -395626.300792 + Penalty 2703.749730 = -392922.551062
  nChanged 1
		SP:Iteration 44Q (69064.910000 sec): 3 clusters
  Score: Raw -395626.465218 + Penalty 2703.749730 = -392922.715488
  nChanged 0
		SP:Iteration 45F (69065.100000 sec): 3 clusters
  Score: Raw -395626.465218 + Penalty 2703.749730 = -392922.715488
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69065.300000 sec): 2 clusters
  Score: Raw -2160972.481328 + Penalty 1612.900663 = -2159359.580664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69065.600000 sec): 3 clusters
  Score: Raw -2148624.032089 + Penalty 3225.801327 = -2145398.230762
  nChanged 9144
		SP:Iteration 1F (69065.950000 sec): 3 clusters
  Score: Raw -2153691.975939 + Penalty 3225.801327 = -2150466.174612
  nChanged 919
		SP:Iteration 2Q (69066.210000 sec): 3 clusters
  Score: Raw -2153994.887344 + Penalty 3225.801327 = -2150769.086017
  nChanged 837
		SP:Iteration 3Q (69066.560000 sec): 3 clusters
  Score: Raw -2154277.825561 + Penalty 3225.801327 = -2151052.024235
  nChanged 848
		SP:Iteration 4Q (69066.820000 sec): 3 clusters
  Score: Raw -2154554.793524 + Penalty 3225.801327 = -2151328.992198
  nChanged 736
		SP:Iteration 5Q (69067.120000 sec): 3 clusters
  Score: Raw -2154821.881139 + Penalty 3225.801327 = -2151596.079812
  nChanged 780
		SP:Iteration 6Q (69067.380000 sec): 3 clusters
  Score: Raw -2155135.237594 + Penalty 3225.801327 = -2151909.436268
  nChanged 794
		SP:Iteration 7Q (69067.750000 sec): 3 clusters
  Score: Raw -2155529.796969 + Penalty 3225.801327 = -2152303.995643
  nChanged 903
		SP:Iteration 8Q (69068.050000 sec): 3 clusters
  Score: Raw -2156058.072697 + Penalty 3225.801327 = -2152832.271371
  nChanged 930
		SP:Iteration 9Q (69068.310000 sec): 3 clusters
  Score: Raw -2156658.855821 + Penalty 3225.801327 = -2153433.054494
  nChanged 951
		SP:Iteration 10Q (69068.610000 sec): 3 clusters
  Score: Raw -2157288.569201 + Penalty 3225.801327 = -2154062.767875
  nChanged 899
		SP:Iteration 11Q (69068.840000 sec): 3 clusters
  Score: Raw -2157885.655047 + Penalty 3225.801327 = -2154659.853720
  nChanged 814
		SP:Iteration 12Q (69069.070000 sec): 3 clusters
  Score: Raw -2158380.971803 + Penalty 3225.801327 = -2155155.170476
  nChanged 704
		SP:Iteration 13Q (69069.360000 sec): 3 clusters
  Score: Raw -2158783.478716 + Penalty 3225.801327 = -2155557.677390
  nChanged 556
		SP:Iteration 14Q (69069.640000 sec): 3 clusters
  Score: Raw -2159072.371693 + Penalty 3225.801327 = -2155846.570366
  nChanged 466
		SP:Iteration 15Q (69069.990000 sec): 3 clusters
  Score: Raw -2159318.169200 + Penalty 3225.801327 = -2156092.367873
  nChanged 425
		SP:Iteration 16Q (69070.220000 sec): 3 clusters
  Score: Raw -2159535.760962 + Penalty 3225.801327 = -2156309.959636
  nChanged 388
		SP:Iteration 17Q (69070.550000 sec): 3 clusters
  Score: Raw -2159729.644565 + Penalty 3225.801327 = -2156503.843239
  nChanged 364
		SP:Iteration 18Q (69070.830000 sec): 3 clusters
  Score: Raw -2159918.294339 + Penalty 3225.801327 = -2156692.493013
  nChanged 332
		SP:Iteration 19Q (69071.110000 sec): 3 clusters
  Score: Raw -2160093.489327 + Penalty 3225.801327 = -2156867.688001
  nChanged 305
		SP:Iteration 20F (69071.380000 sec): 3 clusters
  Score: Raw -2160263.913393 + Penalty 3225.801327 = -2157038.112066
  nChanged 300
		SP:Iteration 21Q (69071.650000 sec): 3 clusters
  Score: Raw -2160450.065347 + Penalty 3225.801327 = -2157224.264020
  nChanged 243
		SP:Iteration 22Q (69071.960000 sec): 3 clusters
  Score: Raw -2160604.798547 + Penalty 3225.801327 = -2157378.997220
  nChanged 196
		SP:Iteration 23Q (69072.260000 sec): 3 clusters
  Score: Raw -2160730.935215 + Penalty 3225.801327 = -2157505.133889
  nChanged 161
		SP:Iteration 24Q (69072.550000 sec): 3 clusters
  Score: Raw -2160830.379291 + Penalty 3225.801327 = -2157604.577965
  nChanged 116
		SP:Iteration 25Q (69072.850000 sec): 3 clusters
  Score: Raw -2160902.708099 + Penalty 3225.801327 = -2157676.906773
  nChanged 91
		SP:Iteration 26Q (69073.180000 sec): 3 clusters
  Score: Raw -2160976.006234 + Penalty 3225.801327 = -2157750.204908
  nChanged 82
		SP:Iteration 27Q (69073.470000 sec): 3 clusters
  Score: Raw -2161036.126358 + Penalty 3225.801327 = -2157810.325032
  nChanged 67
		SP:Iteration 28Q (69073.780000 sec): 3 clusters
  Score: Raw -2161081.122239 + Penalty 3225.801327 = -2157855.320913
  nChanged 35
		SP:Iteration 29Q (69074.070000 sec): 3 clusters
  Score: Raw -2161108.211759 + Penalty 3225.801327 = -2157882.410433
  nChanged 33
		SP:Iteration 30Q (69074.370000 sec): 3 clusters
  Score: Raw -2161132.521125 + Penalty 3225.801327 = -2157906.719798
  nChanged 18
		SP:Iteration 31Q (69074.630000 sec): 3 clusters
  Score: Raw -2161144.227492 + Penalty 3225.801327 = -2157918.426166
  nChanged 13
		SP:Iteration 32Q (69074.890000 sec): 3 clusters
  Score: Raw -2161153.745771 + Penalty 3225.801327 = -2157927.944445
  nChanged 14
		SP:Iteration 33Q (69075.190000 sec): 3 clusters
  Score: Raw -2161164.942936 + Penalty 3225.801327 = -2157939.141609
  nChanged 11
		SP:Iteration 34Q (69075.420000 sec): 3 clusters
  Score: Raw -2161172.187761 + Penalty 3225.801327 = -2157946.386435
  nChanged 13
		SP:Iteration 35Q (69075.720000 sec): 3 clusters
  Score: Raw -2161177.456145 + Penalty 3225.801327 = -2157951.654819
  nChanged 11
		SP:Iteration 36Q (69076.090000 sec): 3 clusters
  Score: Raw -2161183.823543 + Penalty 3225.801327 = -2157958.022216
  nChanged 6
		SP:Iteration 37Q (69076.410000 sec): 3 clusters
  Score: Raw -2161187.836101 + Penalty 3225.801327 = -2157962.034775
  nChanged 1
		SP:Iteration 38Q (69076.630000 sec): 3 clusters
  Score: Raw -2161188.733801 + Penalty 3225.801327 = -2157962.932475
  nChanged 2
		SP:Iteration 39Q (69076.890000 sec): 3 clusters
  Score: Raw -2161189.977830 + Penalty 3225.801327 = -2157964.176503
  nChanged 1
		SP:Iteration 40F (69077.160000 sec): 3 clusters
  Score: Raw -2161190.349640 + Penalty 3225.801327 = -2157964.548313
  nChanged 1
		SP:Iteration 41Q (69077.420000 sec): 3 clusters
  Score: Raw -2161191.179527 + Penalty 3225.801327 = -2157965.378201
  nChanged 0
		SP:Iteration 42F (69077.740000 sec): 3 clusters
  Score: Raw -2161191.179527 + Penalty 3225.801327 = -2157965.378201
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69078.420000 sec): 2 clusters
  Score: Raw -10970593.813767 + Penalty 1874.501072 = -10968719.312696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69079.210000 sec): 3 clusters
  Score: Raw -10903955.898174 + Penalty 3749.002143 = -10900206.896031
  nChanged 48876
		SP:Iteration 1F (69079.930000 sec): 3 clusters
  Score: Raw -10932239.095803 + Penalty 3749.002143 = -10928490.093660
  nChanged 3546
		SP:Iteration 2Q (69080.710000 sec): 3 clusters
  Score: Raw -10933388.867137 + Penalty 3749.002143 = -10929639.864993
  nChanged 4306
		SP:Iteration 3Q (69081.620000 sec): 3 clusters
  Score: Raw -10935159.202068 + Penalty 3749.002143 = -10931410.199925
  nChanged 5176
		SP:Iteration 4F (69082.460000 sec): 3 clusters
  Score: Raw -10937786.639043 + Penalty 3749.002143 = -10934037.636900
  nChanged 6204
		SP:Iteration 5F (69083.240000 sec): 3 clusters
  Score: Raw -10941443.949312 + Penalty 3749.002143 = -10937694.947169
  nChanged 6887
		SP:Iteration 6F (69084.010000 sec): 3 clusters
  Score: Raw -10945734.822054 + Penalty 3749.002143 = -10941985.819911
  nChanged 6709
		SP:Iteration 7F (69084.790000 sec): 3 clusters
  Score: Raw -10949763.226958 + Penalty 3749.002143 = -10946014.224815
  nChanged 5866
		SP:Iteration 8F (69085.540000 sec): 3 clusters
  Score: Raw -10952939.409786 + Penalty 3749.002143 = -10949190.407643
  nChanged 4963
		SP:Iteration 9Q (69086.420000 sec): 3 clusters
  Score: Raw -10955372.173605 + Penalty 3749.002143 = -10951623.171462
  nChanged 3999
		SP:Iteration 10Q (69087.240000 sec): 3 clusters
  Score: Raw -10957137.522592 + Penalty 3749.002143 = -10953388.520449
  nChanged 3275
		SP:Iteration 11Q (69088.020000 sec): 3 clusters
  Score: Raw -10958465.975748 + Penalty 3749.002143 = -10954716.973605
  nChanged 2977
		SP:Iteration 12Q (69088.750000 sec): 3 clusters
  Score: Raw -10959608.330126 + Penalty 3749.002143 = -10955859.327983
  nChanged 2952
		SP:Iteration 13Q (69089.450000 sec): 3 clusters
  Score: Raw -10960681.977938 + Penalty 3749.002143 = -10956932.975795
  nChanged 2953
		SP:Iteration 14Q (69090.320000 sec): 3 clusters
  Score: Raw -10961744.526196 + Penalty 3749.002143 = -10957995.524053
  nChanged 2994
		SP:Iteration 15Q (69091.110000 sec): 3 clusters
  Score: Raw -10962826.682241 + Penalty 3749.002143 = -10959077.680098
  nChanged 2938
		SP:Iteration 16Q (69091.850000 sec): 3 clusters
  Score: Raw -10963885.364328 + Penalty 3749.002143 = -10960136.362185
  nChanged 2880
		SP:Iteration 17Q (69092.620000 sec): 3 clusters
  Score: Raw -10964946.108610 + Penalty 3749.002143 = -10961197.106467
  nChanged 2743
		SP:Iteration 18Q (69093.450000 sec): 3 clusters
  Score: Raw -10965960.795027 + Penalty 3749.002143 = -10962211.792884
  nChanged 2554
		SP:Iteration 19Q (69094.270000 sec): 3 clusters
  Score: Raw -10966889.469337 + Penalty 3749.002143 = -10963140.467193
  nChanged 2379
		SP:Iteration 20F (69095.100000 sec): 3 clusters
  Score: Raw -10967731.424507 + Penalty 3749.002143 = -10963982.422364
  nChanged 2120
		SP:Iteration 21Q (69095.900000 sec): 3 clusters
  Score: Raw -10968468.592791 + Penalty 3749.002143 = -10964719.590648
  nChanged 1889
		SP:Iteration 22Q (69096.680000 sec): 3 clusters
  Score: Raw -10969096.010742 + Penalty 3749.002143 = -10965347.008599
  nChanged 1545
		SP:Iteration 23Q (69097.430000 sec): 3 clusters
  Score: Raw -10969567.401754 + Penalty 3749.002143 = -10965818.399611
  nChanged 1314
		SP:Iteration 24Q (69098.160000 sec): 3 clusters
  Score: Raw -10969939.568269 + Penalty 3749.002143 = -10966190.566126
  nChanged 1111
		SP:Iteration 25Q (69098.880000 sec): 3 clusters
  Score: Raw -10970229.811883 + Penalty 3749.002143 = -10966480.809740
  nChanged 903
		SP:Iteration 26Q (69099.580000 sec): 3 clusters
  Score: Raw -10970453.346049 + Penalty 3749.002143 = -10966704.343906
  nChanged 760
		SP:Iteration 27Q (69100.250000 sec): 3 clusters
  Score: Raw -10970624.420320 + Penalty 3749.002143 = -10966875.418177
  nChanged 590
		SP:Iteration 28Q (69100.890000 sec): 3 clusters
  Score: Raw -10970746.671038 + Penalty 3749.002143 = -10966997.668895
  nChanged 495
		SP:Iteration 29Q (69101.620000 sec): 3 clusters
  Score: Raw -10970849.160113 + Penalty 3749.002143 = -10967100.157970
  nChanged 432
		SP:Iteration 30Q (69102.360000 sec): 3 clusters
  Score: Raw -10970929.569795 + Penalty 3749.002143 = -10967180.567651
  nChanged 361
		SP:Iteration 31Q (69103.070000 sec): 3 clusters
  Score: Raw -10970995.071009 + Penalty 3749.002143 = -10967246.068866
  nChanged 313
		SP:Iteration 32Q (69103.720000 sec): 3 clusters
  Score: Raw -10971049.439715 + Penalty 3749.002143 = -10967300.437572
  nChanged 270
		SP:Iteration 33Q (69104.450000 sec): 3 clusters
  Score: Raw -10971098.057872 + Penalty 3749.002143 = -10967349.055729
  nChanged 237
		SP:Iteration 34Q (69105.190000 sec): 3 clusters
  Score: Raw -10971133.064381 + Penalty 3749.002143 = -10967384.062238
  nChanged 201
		SP:Iteration 35Q (69105.850000 sec): 3 clusters
  Score: Raw -10971162.796990 + Penalty 3749.002143 = -10967413.794847
  nChanged 187
		SP:Iteration 36Q (69106.600000 sec): 3 clusters
  Score: Raw -10971194.634930 + Penalty 3749.002143 = -10967445.632787
  nChanged 173
		SP:Iteration 37Q (69107.330000 sec): 3 clusters
  Score: Raw -10971219.182635 + Penalty 3749.002143 = -10967470.180492
  nChanged 158
		SP:Iteration 38Q (69108.090000 sec): 3 clusters
  Score: Raw -10971242.698316 + Penalty 3749.002143 = -10967493.696173
  nChanged 131
		SP:Iteration 39Q (69108.820000 sec): 3 clusters
  Score: Raw -10971262.670150 + Penalty 3749.002143 = -10967513.668006
  nChanged 112
		SP:Iteration 40F (69109.630000 sec): 3 clusters
  Score: Raw -10971278.659781 + Penalty 3749.002143 = -10967529.657638
  nChanged 119
		SP:Iteration 41Q (69110.410000 sec): 3 clusters
  Score: Raw -10971297.246050 + Penalty 3749.002143 = -10967548.243907
  nChanged 98
		SP:Iteration 42Q (69111.070000 sec): 3 clusters
  Score: Raw -10971310.310622 + Penalty 3749.002143 = -10967561.308479
  nChanged 102
		SP:Iteration 43Q (69111.730000 sec): 3 clusters
  Score: Raw -10971323.377326 + Penalty 3749.002143 = -10967574.375183
  nChanged 80
		SP:Iteration 44Q (69112.360000 sec): 3 clusters
  Score: Raw -10971332.323821 + Penalty 3749.002143 = -10967583.321678
  nChanged 53
		SP:Iteration 45Q (69112.970000 sec): 3 clusters
  Score: Raw -10971338.238426 + Penalty 3749.002143 = -10967589.236283
  nChanged 56
		SP:Iteration 46Q (69113.580000 sec): 3 clusters
  Score: Raw -10971343.932596 + Penalty 3749.002143 = -10967594.930452
  nChanged 43
		SP:Iteration 47Q (69114.240000 sec): 3 clusters
  Score: Raw -10971348.793618 + Penalty 3749.002143 = -10967599.791475
  nChanged 46
		SP:Iteration 48Q (69114.930000 sec): 3 clusters
  Score: Raw -10971354.269475 + Penalty 3749.002143 = -10967605.267332
  nChanged 49
		SP:Iteration 49Q (69115.610000 sec): 3 clusters
  Score: Raw -10971360.339151 + Penalty 3749.002143 = -10967611.337008
  nChanged 54
		SP:Iteration 50Q (69116.220000 sec): 3 clusters
  Score: Raw -10971366.076965 + Penalty 3749.002143 = -10967617.074822
  nChanged 55
		SP:Iteration 51Q (69116.900000 sec): 3 clusters
  Score: Raw -10971372.860453 + Penalty 3749.002143 = -10967623.858310
  nChanged 58
		SP:Iteration 52Q (69117.690000 sec): 3 clusters
  Score: Raw -10971379.856343 + Penalty 3749.002143 = -10967630.854200
  nChanged 43
		SP:Iteration 53Q (69118.430000 sec): 3 clusters
  Score: Raw -10971384.104765 + Penalty 3749.002143 = -10967635.102622
  nChanged 35
		SP:Iteration 54Q (69119.210000 sec): 3 clusters
  Score: Raw -10971388.070795 + Penalty 3749.002143 = -10967639.068652
  nChanged 28
		SP:Iteration 55Q (69119.970000 sec): 3 clusters
  Score: Raw -10971390.841955 + Penalty 3749.002143 = -10967641.839812
  nChanged 29
		SP:Iteration 56Q (69120.640000 sec): 3 clusters
  Score: Raw -10971394.088327 + Penalty 3749.002143 = -10967645.086184
  nChanged 36
		SP:Iteration 57Q (69121.340000 sec): 3 clusters
  Score: Raw -10971398.680503 + Penalty 3749.002143 = -10967649.678360
  nChanged 35
		SP:Iteration 58Q (69122.000000 sec): 3 clusters
  Score: Raw -10971402.193673 + Penalty 3749.002143 = -10967653.191530
  nChanged 21
		SP:Iteration 59Q (69122.690000 sec): 3 clusters
  Score: Raw -10971404.011846 + Penalty 3749.002143 = -10967655.009703
  nChanged 14
		SP:Iteration 60F (69123.380000 sec): 3 clusters
  Score: Raw -10971405.286319 + Penalty 3749.002143 = -10967656.284176
  nChanged 13
		SP:Iteration 61Q (69124.040000 sec): 3 clusters
  Score: Raw -10971406.421958 + Penalty 3749.002143 = -10967657.419814
  nChanged 10
		SP:Iteration 62Q (69124.680000 sec): 3 clusters
  Score: Raw -10971407.330302 + Penalty 3749.002143 = -10967658.328159
  nChanged 9
		SP:Iteration 63Q (69125.310000 sec): 3 clusters
  Score: Raw -10971408.229126 + Penalty 3749.002143 = -10967659.226983
  nChanged 8
		SP:Iteration 64Q (69126.010000 sec): 3 clusters
  Score: Raw -10971409.009804 + Penalty 3749.002143 = -10967660.007660
  nChanged 9
		SP:Iteration 65Q (69126.720000 sec): 3 clusters
  Score: Raw -10971409.999085 + Penalty 3749.002143 = -10967660.996942
  nChanged 8
		SP:Iteration 66Q (69127.340000 sec): 3 clusters
  Score: Raw -10971410.946063 + Penalty 3749.002143 = -10967661.943920
  nChanged 12
		SP:Iteration 67Q (69127.970000 sec): 3 clusters
  Score: Raw -10971412.024951 + Penalty 3749.002143 = -10967663.022807
  nChanged 10
		SP:Iteration 68Q (69128.640000 sec): 3 clusters
  Score: Raw -10971413.353300 + Penalty 3749.002143 = -10967664.351157
  nChanged 18
		SP:Iteration 69Q (69129.340000 sec): 3 clusters
  Score: Raw -10971415.358858 + Penalty 3749.002143 = -10967666.356714
  nChanged 17
		SP:Iteration 70Q (69130.060000 sec): 3 clusters
  Score: Raw -10971417.099534 + Penalty 3749.002143 = -10967668.097391
  nChanged 14
		SP:Iteration 71Q (69130.830000 sec): 3 clusters
  Score: Raw -10971418.431730 + Penalty 3749.002143 = -10967669.429587
  nChanged 12
		SP:Iteration 72Q (69131.530000 sec): 3 clusters
  Score: Raw -10971419.308150 + Penalty 3749.002143 = -10967670.306006
  nChanged 13
		SP:Iteration 73Q (69132.180000 sec): 3 clusters
  Score: Raw -10971420.479890 + Penalty 3749.002143 = -10967671.477747
  nChanged 10
		SP:Iteration 74Q (69132.940000 sec): 3 clusters
  Score: Raw -10971421.551365 + Penalty 3749.002143 = -10967672.549222
  nChanged 13
		SP:Iteration 75Q (69133.640000 sec): 3 clusters
  Score: Raw -10971422.662672 + Penalty 3749.002143 = -10967673.660529
  nChanged 9
		SP:Iteration 76Q (69134.350000 sec): 3 clusters
  Score: Raw -10971423.405105 + Penalty 3749.002143 = -10967674.402962
  nChanged 9
		SP:Iteration 77Q (69135.070000 sec): 3 clusters
  Score: Raw -10971424.384531 + Penalty 3749.002143 = -10967675.382388
  nChanged 8
		SP:Iteration 78Q (69135.830000 sec): 3 clusters
  Score: Raw -10971425.005084 + Penalty 3749.002143 = -10967676.002941
  nChanged 5
		SP:Iteration 79Q (69136.520000 sec): 3 clusters
  Score: Raw -10971425.637026 + Penalty 3749.002143 = -10967676.634882
  nChanged 5
		SP:Iteration 80F (69137.270000 sec): 3 clusters
  Score: Raw -10971426.270481 + Penalty 3749.002143 = -10967677.268338
  nChanged 5
		SP:Iteration 81Q (69137.970000 sec): 3 clusters
  Score: Raw -10971426.786781 + Penalty 3749.002143 = -10967677.784638
  nChanged 7
		SP:Iteration 82Q (69138.650000 sec): 3 clusters
  Score: Raw -10971427.559387 + Penalty 3749.002143 = -10967678.557244
  nChanged 8
		SP:Iteration 83Q (69139.300000 sec): 3 clusters
  Score: Raw -10971428.225522 + Penalty 3749.002143 = -10967679.223379
  nChanged 12
		SP:Iteration 84Q (69139.970000 sec): 3 clusters
  Score: Raw -10971429.275246 + Penalty 3749.002143 = -10967680.273103
  nChanged 8
		SP:Iteration 85Q (69140.630000 sec): 3 clusters
  Score: Raw -10971430.076557 + Penalty 3749.002143 = -10967681.074414
  nChanged 7
		SP:Iteration 86Q (69141.320000 sec): 3 clusters
  Score: Raw -10971430.593886 + Penalty 3749.002143 = -10967681.591743
  nChanged 5
		SP:Iteration 87Q (69141.940000 sec): 3 clusters
  Score: Raw -10971431.067149 + Penalty 3749.002143 = -10967682.065006
  nChanged 3
		SP:Iteration 88Q (69142.670000 sec): 3 clusters
  Score: Raw -10971431.289981 + Penalty 3749.002143 = -10967682.287838
  nChanged 2
		SP:Iteration 89Q (69143.430000 sec): 3 clusters
  Score: Raw -10971431.429923 + Penalty 3749.002143 = -10967682.427780
  nChanged 2
		SP:Iteration 90Q (69144.170000 sec): 3 clusters
  Score: Raw -10971431.542460 + Penalty 3749.002143 = -10967682.540317
  nChanged 0
		SP:Iteration 91F (69144.930000 sec): 3 clusters
  Score: Raw -10971431.542460 + Penalty 3749.002143 = -10967682.540317
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69145.120000 sec): 2 clusters
  Score: Raw -938943.900715 + Penalty 1479.793780 = -937464.106936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69145.380000 sec): 3 clusters
  Score: Raw -933864.921155 + Penalty 2959.587559 = -930905.333596
  nChanged 3870
		SP:Iteration 1F (69145.600000 sec): 3 clusters
  Score: Raw -936008.221119 + Penalty 2959.587559 = -933048.633560
  nChanged 539
		SP:Iteration 2F (69145.830000 sec): 3 clusters
  Score: Raw -936236.954557 + Penalty 2959.587559 = -933277.366998
  nChanged 402
		SP:Iteration 3Q (69146.000000 sec): 3 clusters
  Score: Raw -936410.790354 + Penalty 2959.587559 = -933451.202795
  nChanged 377
		SP:Iteration 4Q (69146.160000 sec): 3 clusters
  Score: Raw -936586.769516 + Penalty 2959.587559 = -933627.181957
  nChanged 367
		SP:Iteration 5Q (69146.310000 sec): 3 clusters
  Score: Raw -936752.545321 + Penalty 2959.587559 = -933792.957762
  nChanged 354
		SP:Iteration 6Q (69146.500000 sec): 3 clusters
  Score: Raw -936918.938472 + Penalty 2959.587559 = -933959.350913
  nChanged 374
		SP:Iteration 7Q (69146.740000 sec): 3 clusters
  Score: Raw -937103.451407 + Penalty 2959.587559 = -934143.863848
  nChanged 356
		SP:Iteration 8Q (69146.970000 sec): 3 clusters
  Score: Raw -937296.699598 + Penalty 2959.587559 = -934337.112039
  nChanged 360
		SP:Iteration 9Q (69147.160000 sec): 3 clusters
  Score: Raw -937506.485774 + Penalty 2959.587559 = -934546.898215
  nChanged 382
		SP:Iteration 10Q (69147.390000 sec): 3 clusters
  Score: Raw -937754.762160 + Penalty 2959.587559 = -934795.174601
  nChanged 334
		SP:Iteration 11Q (69147.600000 sec): 3 clusters
  Score: Raw -937975.072922 + Penalty 2959.587559 = -935015.485363
  nChanged 317
		SP:Iteration 12Q (69147.760000 sec): 3 clusters
  Score: Raw -938200.224412 + Penalty 2959.587559 = -935240.636853
  nChanged 280
		SP:Iteration 13Q (69148.020000 sec): 3 clusters
  Score: Raw -938398.496111 + Penalty 2959.587559 = -935438.908552
  nChanged 236
		SP:Iteration 14Q (69148.280000 sec): 3 clusters
  Score: Raw -938583.357985 + Penalty 2959.587559 = -935623.770426
  nChanged 189
		SP:Iteration 15Q (69148.520000 sec): 3 clusters
  Score: Raw -938733.445686 + Penalty 2959.587559 = -935773.858127
  nChanged 136
		SP:Iteration 16Q (69148.720000 sec): 3 clusters
  Score: Raw -938832.545364 + Penalty 2959.587559 = -935872.957805
  nChanged 84
		SP:Iteration 17Q (69148.970000 sec): 3 clusters
  Score: Raw -938895.711988 + Penalty 2959.587559 = -935936.124429
  nChanged 74
		SP:Iteration 18Q (69149.250000 sec): 3 clusters
  Score: Raw -938956.338750 + Penalty 2959.587559 = -935996.751191
  nChanged 51
		SP:Iteration 19Q (69149.500000 sec): 3 clusters
  Score: Raw -939002.283320 + Penalty 2959.587559 = -936042.695761
  nChanged 43
		SP:Iteration 20F (69149.720000 sec): 3 clusters
  Score: Raw -939037.480003 + Penalty 2959.587559 = -936077.892444
  nChanged 37
		SP:Iteration 21Q (69149.930000 sec): 3 clusters
  Score: Raw -939061.612137 + Penalty 2959.587559 = -936102.024578
  nChanged 19
		SP:Iteration 22Q (69150.130000 sec): 3 clusters
  Score: Raw -939074.698016 + Penalty 2959.587559 = -936115.110457
  nChanged 10
		SP:Iteration 23Q (69150.330000 sec): 3 clusters
  Score: Raw -939081.271206 + Penalty 2959.587559 = -936121.683647
  nChanged 9
		SP:Iteration 24Q (69150.530000 sec): 3 clusters
  Score: Raw -939088.786157 + Penalty 2959.587559 = -936129.198598
  nChanged 9
		SP:Iteration 25Q (69150.730000 sec): 3 clusters
  Score: Raw -939096.339079 + Penalty 2959.587559 = -936136.751520
  nChanged 8
		SP:Iteration 26Q (69150.950000 sec): 3 clusters
  Score: Raw -939103.029350 + Penalty 2959.587559 = -936143.441790
  nChanged 5
		SP:Iteration 27Q (69151.210000 sec): 3 clusters
  Score: Raw -939106.666293 + Penalty 2959.587559 = -936147.078734
  nChanged 6
		SP:Iteration 28Q (69151.440000 sec): 3 clusters
  Score: Raw -939111.034701 + Penalty 2959.587559 = -936151.447142
  nChanged 3
		SP:Iteration 29Q (69151.650000 sec): 3 clusters
  Score: Raw -939113.105397 + Penalty 2959.587559 = -936153.517838
  nChanged 2
		SP:Iteration 30Q (69151.900000 sec): 3 clusters
  Score: Raw -939115.108121 + Penalty 2959.587559 = -936155.520562
  nChanged 1
		SP:Iteration 31Q (69152.110000 sec): 3 clusters
  Score: Raw -939115.771151 + Penalty 2959.587559 = -936156.183592
  nChanged 0
		SP:Iteration 32F (69152.300000 sec): 3 clusters
  Score: Raw -939115.771151 + Penalty 2959.587559 = -936156.183592
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69152.770000 sec): 2 clusters
  Score: Raw -7477044.551535 + Penalty 1818.202580 = -7475226.348955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69153.340000 sec): 3 clusters
  Score: Raw -7430324.234315 + Penalty 3636.405161 = -7426687.829154
  nChanged 34498
		SP:Iteration 1F (69153.900000 sec): 3 clusters
  Score: Raw -7450003.467725 + Penalty 3636.405161 = -7446367.062564
  nChanged 2255
		SP:Iteration 2Q (69154.510000 sec): 3 clusters
  Score: Raw -7450496.427647 + Penalty 3636.405161 = -7446860.022486
  nChanged 2241
		SP:Iteration 3Q (69155.140000 sec): 3 clusters
  Score: Raw -7451005.098186 + Penalty 3636.405161 = -7447368.693025
  nChanged 2256
		SP:Iteration 4Q (69155.750000 sec): 3 clusters
  Score: Raw -7451563.196364 + Penalty 3636.405161 = -7447926.791203
  nChanged 2322
		SP:Iteration 5Q (69156.360000 sec): 3 clusters
  Score: Raw -7452194.165237 + Penalty 3636.405161 = -7448557.760076
  nChanged 2498
		SP:Iteration 6Q (69157.000000 sec): 3 clusters
  Score: Raw -7452997.123347 + Penalty 3636.405161 = -7449360.718186
  nChanged 2863
		SP:Iteration 7Q (69157.640000 sec): 3 clusters
  Score: Raw -7454172.197136 + Penalty 3636.405161 = -7450535.791975
  nChanged 3392
		SP:Iteration 8Q (69158.230000 sec): 3 clusters
  Score: Raw -7455996.581200 + Penalty 3636.405161 = -7452360.176039
  nChanged 3946
		SP:Iteration 9F (69158.790000 sec): 3 clusters
  Score: Raw -7458596.374425 + Penalty 3636.405161 = -7454959.969264
  nChanged 4267
		SP:Iteration 10F (69159.370000 sec): 3 clusters
  Score: Raw -7461701.087783 + Penalty 3636.405161 = -7458064.682622
  nChanged 4100
		SP:Iteration 11F (69159.920000 sec): 3 clusters
  Score: Raw -7464260.048245 + Penalty 3636.405161 = -7460623.643085
  nChanged 3023
		SP:Iteration 12Q (69160.510000 sec): 3 clusters
  Score: Raw -7465525.388543 + Penalty 3636.405161 = -7461888.983382
  nChanged 1917
		SP:Iteration 13Q (69161.110000 sec): 3 clusters
  Score: Raw -7466132.144832 + Penalty 3636.405161 = -7462495.739671
  nChanged 1400
		SP:Iteration 14Q (69161.690000 sec): 3 clusters
  Score: Raw -7466602.525198 + Penalty 3636.405161 = -7462966.120038
  nChanged 1339
		SP:Iteration 15Q (69162.330000 sec): 3 clusters
  Score: Raw -7467085.199859 + Penalty 3636.405161 = -7463448.794698
  nChanged 1345
		SP:Iteration 16Q (69162.970000 sec): 3 clusters
  Score: Raw -7467607.330604 + Penalty 3636.405161 = -7463970.925443
  nChanged 1427
		SP:Iteration 17Q (69163.480000 sec): 3 clusters
  Score: Raw -7468192.625412 + Penalty 3636.405161 = -7464556.220251
  nChanged 1422
		SP:Iteration 18Q (69164.080000 sec): 3 clusters
  Score: Raw -7468829.430442 + Penalty 3636.405161 = -7465193.025281
  nChanged 1455
		SP:Iteration 19Q (69164.620000 sec): 3 clusters
  Score: Raw -7469527.591048 + Penalty 3636.405161 = -7465891.185887
  nChanged 1458
		SP:Iteration 20F (69165.170000 sec): 3 clusters
  Score: Raw -7470315.389773 + Penalty 3636.405161 = -7466678.984612
  nChanged 1452
		SP:Iteration 21Q (69165.690000 sec): 3 clusters
  Score: Raw -7471123.915115 + Penalty 3636.405161 = -7467487.509955
  nChanged 1422
		SP:Iteration 22Q (69166.270000 sec): 3 clusters
  Score: Raw -7471949.351304 + Penalty 3636.405161 = -7468312.946143
  nChanged 1265
		SP:Iteration 23Q (69166.830000 sec): 3 clusters
  Score: Raw -7472659.054660 + Penalty 3636.405161 = -7469022.649500
  nChanged 1176
		SP:Iteration 24Q (69167.330000 sec): 3 clusters
  Score: Raw -7473319.250807 + Penalty 3636.405161 = -7469682.845646
  nChanged 1040
		SP:Iteration 25Q (69167.980000 sec): 3 clusters
  Score: Raw -7473930.056844 + Penalty 3636.405161 = -7470293.651683
  nChanged 956
		SP:Iteration 26Q (69168.560000 sec): 3 clusters
  Score: Raw -7474468.917473 + Penalty 3636.405161 = -7470832.512312
  nChanged 851
		SP:Iteration 27Q (69169.140000 sec): 3 clusters
  Score: Raw -7474948.237102 + Penalty 3636.405161 = -7471311.831941
  nChanged 770
		SP:Iteration 28Q (69169.750000 sec): 3 clusters
  Score: Raw -7475355.536655 + Penalty 3636.405161 = -7471719.131494
  nChanged 629
		SP:Iteration 29Q (69170.370000 sec): 3 clusters
  Score: Raw -7475668.366006 + Penalty 3636.405161 = -7472031.960845
  nChanged 574
		SP:Iteration 30Q (69170.990000 sec): 3 clusters
  Score: Raw -7475944.819779 + Penalty 3636.405161 = -7472308.414619
  nChanged 517
		SP:Iteration 31Q (69171.470000 sec): 3 clusters
  Score: Raw -7476196.379534 + Penalty 3636.405161 = -7472559.974373
  nChanged 448
		SP:Iteration 32Q (69172.030000 sec): 3 clusters
  Score: Raw -7476391.837807 + Penalty 3636.405161 = -7472755.432646
  nChanged 341
		SP:Iteration 33Q (69172.610000 sec): 3 clusters
  Score: Raw -7476525.106934 + Penalty 3636.405161 = -7472888.701773
  nChanged 291
		SP:Iteration 34Q (69173.120000 sec): 3 clusters
  Score: Raw -7476623.211902 + Penalty 3636.405161 = -7472986.806741
  nChanged 243
		SP:Iteration 35Q (69173.650000 sec): 3 clusters
  Score: Raw -7476709.388305 + Penalty 3636.405161 = -7473072.983144
  nChanged 233
		SP:Iteration 36Q (69174.170000 sec): 3 clusters
  Score: Raw -7476793.980811 + Penalty 3636.405161 = -7473157.575650
  nChanged 208
		SP:Iteration 37Q (69174.780000 sec): 3 clusters
  Score: Raw -7476874.449419 + Penalty 3636.405161 = -7473238.044258
  nChanged 184
		SP:Iteration 38Q (69175.300000 sec): 3 clusters
  Score: Raw -7476936.910298 + Penalty 3636.405161 = -7473300.505137
  nChanged 157
		SP:Iteration 39Q (69175.880000 sec): 3 clusters
  Score: Raw -7477003.395787 + Penalty 3636.405161 = -7473366.990626
  nChanged 159
		SP:Iteration 40F (69176.440000 sec): 3 clusters
  Score: Raw -7477071.365453 + Penalty 3636.405161 = -7473434.960292
  nChanged 133
		SP:Iteration 41Q (69177.060000 sec): 3 clusters
  Score: Raw -7477134.272196 + Penalty 3636.405161 = -7473497.867036
  nChanged 131
		SP:Iteration 42Q (69177.680000 sec): 3 clusters
  Score: Raw -7477211.179508 + Penalty 3636.405161 = -7473574.774347
  nChanged 135
		SP:Iteration 43Q (69178.260000 sec): 3 clusters
  Score: Raw -7477282.970926 + Penalty 3636.405161 = -7473646.565765
  nChanged 124
		SP:Iteration 44Q (69178.800000 sec): 3 clusters
  Score: Raw -7477340.728368 + Penalty 3636.405161 = -7473704.323207
  nChanged 120
		SP:Iteration 45Q (69179.400000 sec): 3 clusters
  Score: Raw -7477397.539374 + Penalty 3636.405161 = -7473761.134213
  nChanged 102
		SP:Iteration 46Q (69179.970000 sec): 3 clusters
  Score: Raw -7477450.484683 + Penalty 3636.405161 = -7473814.079522
  nChanged 112
		SP:Iteration 47Q (69180.520000 sec): 3 clusters
  Score: Raw -7477511.501934 + Penalty 3636.405161 = -7473875.096774
  nChanged 104
		SP:Iteration 48Q (69181.050000 sec): 3 clusters
  Score: Raw -7477555.452979 + Penalty 3636.405161 = -7473919.047818
  nChanged 78
		SP:Iteration 49Q (69181.650000 sec): 3 clusters
  Score: Raw -7477580.792149 + Penalty 3636.405161 = -7473944.386988
  nChanged 58
		SP:Iteration 50Q (69182.290000 sec): 3 clusters
  Score: Raw -7477599.036045 + Penalty 3636.405161 = -7473962.630885
  nChanged 39
		SP:Iteration 51Q (69182.900000 sec): 3 clusters
  Score: Raw -7477611.325779 + Penalty 3636.405161 = -7473974.920618
  nChanged 35
		SP:Iteration 52Q (69183.510000 sec): 3 clusters
  Score: Raw -7477622.961266 + Penalty 3636.405161 = -7473986.556106
  nChanged 46
		SP:Iteration 53Q (69184.150000 sec): 3 clusters
  Score: Raw -7477636.715751 + Penalty 3636.405161 = -7474000.310590
  nChanged 38
		SP:Iteration 54Q (69184.780000 sec): 3 clusters
  Score: Raw -7477649.096172 + Penalty 3636.405161 = -7474012.691012
  nChanged 37
		SP:Iteration 55Q (69185.430000 sec): 3 clusters
  Score: Raw -7477661.437755 + Penalty 3636.405161 = -7474025.032594
  nChanged 26
		SP:Iteration 56Q (69186.040000 sec): 3 clusters
  Score: Raw -7477668.954830 + Penalty 3636.405161 = -7474032.549669
  nChanged 28
		SP:Iteration 57Q (69186.660000 sec): 3 clusters
  Score: Raw -7477676.033157 + Penalty 3636.405161 = -7474039.627997
  nChanged 20
		SP:Iteration 58Q (69187.290000 sec): 3 clusters
  Score: Raw -7477681.450298 + Penalty 3636.405161 = -7474045.045137
  nChanged 18
		SP:Iteration 59Q (69187.910000 sec): 3 clusters
  Score: Raw -7477687.465411 + Penalty 3636.405161 = -7474051.060251
  nChanged 15
		SP:Iteration 60F (69188.570000 sec): 3 clusters
  Score: Raw -7477692.250867 + Penalty 3636.405161 = -7474055.845706
  nChanged 15
		SP:Iteration 61Q (69189.190000 sec): 3 clusters
  Score: Raw -7477695.662459 + Penalty 3636.405161 = -7474059.257298
  nChanged 9
		SP:Iteration 62Q (69189.840000 sec): 3 clusters
  Score: Raw -7477697.201956 + Penalty 3636.405161 = -7474060.796795
  nChanged 8
		SP:Iteration 63Q (69190.450000 sec): 3 clusters
  Score: Raw -7477698.881209 + Penalty 3636.405161 = -7474062.476049
  nChanged 6
		SP:Iteration 64Q (69191.070000 sec): 3 clusters
  Score: Raw -7477700.039317 + Penalty 3636.405161 = -7474063.634156
  nChanged 7
		SP:Iteration 65Q (69191.690000 sec): 3 clusters
  Score: Raw -7477701.091719 + Penalty 3636.405161 = -7474064.686558
  nChanged 7
		SP:Iteration 66Q (69192.240000 sec): 3 clusters
  Score: Raw -7477703.039897 + Penalty 3636.405161 = -7474066.634737
  nChanged 6
		SP:Iteration 67Q (69192.790000 sec): 3 clusters
  Score: Raw -7477704.534191 + Penalty 3636.405161 = -7474068.129030
  nChanged 8
		SP:Iteration 68Q (69193.370000 sec): 3 clusters
  Score: Raw -7477706.795318 + Penalty 3636.405161 = -7474070.390158
  nChanged 7
		SP:Iteration 69Q (69193.930000 sec): 3 clusters
  Score: Raw -7477708.750156 + Penalty 3636.405161 = -7474072.344995
  nChanged 10
		SP:Iteration 70Q (69194.540000 sec): 3 clusters
  Score: Raw -7477711.662206 + Penalty 3636.405161 = -7474075.257045
  nChanged 12
		SP:Iteration 71Q (69195.100000 sec): 3 clusters
  Score: Raw -7477714.780509 + Penalty 3636.405161 = -7474078.375348
  nChanged 10
		SP:Iteration 72Q (69195.640000 sec): 3 clusters
  Score: Raw -7477717.708336 + Penalty 3636.405161 = -7474081.303175
  nChanged 14
		SP:Iteration 73Q (69196.280000 sec): 3 clusters
  Score: Raw -7477721.719402 + Penalty 3636.405161 = -7474085.314241
  nChanged 10
		SP:Iteration 74Q (69196.850000 sec): 3 clusters
  Score: Raw -7477724.682192 + Penalty 3636.405161 = -7474088.277031
  nChanged 9
		SP:Iteration 75Q (69197.380000 sec): 3 clusters
  Score: Raw -7477727.339195 + Penalty 3636.405161 = -7474090.934034
  nChanged 8
		SP:Iteration 76Q (69197.890000 sec): 3 clusters
  Score: Raw -7477729.638808 + Penalty 3636.405161 = -7474093.233647
  nChanged 11
		SP:Iteration 77Q (69198.410000 sec): 3 clusters
  Score: Raw -7477733.143890 + Penalty 3636.405161 = -7474096.738729
  nChanged 11
		SP:Iteration 78Q (69198.920000 sec): 3 clusters
  Score: Raw -7477735.019718 + Penalty 3636.405161 = -7474098.614557
  nChanged 14
		SP:Iteration 79Q (69199.520000 sec): 3 clusters
  Score: Raw -7477738.673819 + Penalty 3636.405161 = -7474102.268658
  nChanged 10
		SP:Iteration 80F (69200.130000 sec): 3 clusters
  Score: Raw -7477740.392204 + Penalty 3636.405161 = -7474103.987043
  nChanged 8
		SP:Iteration 81Q (69200.660000 sec): 3 clusters
  Score: Raw -7477742.100566 + Penalty 3636.405161 = -7474105.695405
  nChanged 4
		SP:Iteration 82Q (69201.270000 sec): 3 clusters
  Score: Raw -7477742.898631 + Penalty 3636.405161 = -7474106.493470
  nChanged 4
		SP:Iteration 83Q (69201.780000 sec): 3 clusters
  Score: Raw -7477743.709029 + Penalty 3636.405161 = -7474107.303868
  nChanged 4
		SP:Iteration 84Q (69202.340000 sec): 3 clusters
  Score: Raw -7477744.754891 + Penalty 3636.405161 = -7474108.349730
  nChanged 4
		SP:Iteration 85Q (69202.840000 sec): 3 clusters
  Score: Raw -7477745.558853 + Penalty 3636.405161 = -7474109.153692
  nChanged 2
		SP:Iteration 86Q (69203.380000 sec): 3 clusters
  Score: Raw -7477746.067223 + Penalty 3636.405161 = -7474109.662063
  nChanged 2
		SP:Iteration 87Q (69204.020000 sec): 3 clusters
  Score: Raw -7477746.330777 + Penalty 3636.405161 = -7474109.925616
  nChanged 0
		SP:Iteration 88F (69204.560000 sec): 3 clusters
  Score: Raw -7477746.330777 + Penalty 3636.405161 = -7474109.925616
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69204.750000 sec): 2 clusters
  Score: Raw -1998720.460885 + Penalty 1600.184219 = -1997120.276665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69205.020000 sec): 3 clusters
  Score: Raw -1987508.047569 + Penalty 3200.368438 = -1984307.679130
  nChanged 8475
		SP:Iteration 1F (69205.320000 sec): 3 clusters
  Score: Raw -1992013.888436 + Penalty 3200.368438 = -1988813.519997
  nChanged 905
		SP:Iteration 2Q (69205.660000 sec): 3 clusters
  Score: Raw -1992288.682634 + Penalty 3200.368438 = -1989088.314195
  nChanged 755
		SP:Iteration 3Q (69205.970000 sec): 3 clusters
  Score: Raw -1992520.450878 + Penalty 3200.368438 = -1989320.082439
  nChanged 713
		SP:Iteration 4Q (69206.270000 sec): 3 clusters
  Score: Raw -1992745.772205 + Penalty 3200.368438 = -1989545.403767
  nChanged 729
		SP:Iteration 5Q (69206.520000 sec): 3 clusters
  Score: Raw -1993007.440781 + Penalty 3200.368438 = -1989807.072343
  nChanged 808
		SP:Iteration 6Q (69206.810000 sec): 3 clusters
  Score: Raw -1993313.198687 + Penalty 3200.368438 = -1990112.830248
  nChanged 845
		SP:Iteration 7Q (69207.150000 sec): 3 clusters
  Score: Raw -1993690.570369 + Penalty 3200.368438 = -1990490.201930
  nChanged 904
		SP:Iteration 8Q (69207.470000 sec): 3 clusters
  Score: Raw -1994190.767228 + Penalty 3200.368438 = -1990990.398789
  nChanged 1014
		SP:Iteration 9F (69207.750000 sec): 3 clusters
  Score: Raw -1994838.280210 + Penalty 3200.368438 = -1991637.911771
  nChanged 980
		SP:Iteration 10F (69208.090000 sec): 3 clusters
  Score: Raw -1995521.092132 + Penalty 3200.368438 = -1992320.723693
  nChanged 933
		SP:Iteration 11Q (69208.360000 sec): 3 clusters
  Score: Raw -1996233.547741 + Penalty 3200.368438 = -1993033.179303
  nChanged 807
		SP:Iteration 12Q (69208.630000 sec): 3 clusters
  Score: Raw -1996850.876936 + Penalty 3200.368438 = -1993650.508498
  nChanged 637
		SP:Iteration 13Q (69208.880000 sec): 3 clusters
  Score: Raw -1997320.278143 + Penalty 3200.368438 = -1994119.909705
  nChanged 450
		SP:Iteration 14Q (69209.180000 sec): 3 clusters
  Score: Raw -1997638.738832 + Penalty 3200.368438 = -1994438.370394
  nChanged 372
		SP:Iteration 15Q (69209.430000 sec): 3 clusters
  Score: Raw -1997882.582060 + Penalty 3200.368438 = -1994682.213622
  nChanged 291
		SP:Iteration 16Q (69209.720000 sec): 3 clusters
  Score: Raw -1998046.084854 + Penalty 3200.368438 = -1994845.716415
  nChanged 263
		SP:Iteration 17Q (69209.960000 sec): 3 clusters
  Score: Raw -1998192.474815 + Penalty 3200.368438 = -1994992.106377
  nChanged 210
		SP:Iteration 18Q (69210.240000 sec): 3 clusters
  Score: Raw -1998305.097590 + Penalty 3200.368438 = -1995104.729152
  nChanged 172
		SP:Iteration 19Q (69210.500000 sec): 3 clusters
  Score: Raw -1998392.287687 + Penalty 3200.368438 = -1995191.919248
  nChanged 146
		SP:Iteration 20F (69210.760000 sec): 3 clusters
  Score: Raw -1998469.606561 + Penalty 3200.368438 = -1995269.238123
  nChanged 149
		SP:Iteration 21Q (69210.990000 sec): 3 clusters
  Score: Raw -1998550.762149 + Penalty 3200.368438 = -1995350.393711
  nChanged 125
		SP:Iteration 22Q (69211.250000 sec): 3 clusters
  Score: Raw -1998615.470478 + Penalty 3200.368438 = -1995415.102040
  nChanged 96
		SP:Iteration 23Q (69211.540000 sec): 3 clusters
  Score: Raw -1998663.903605 + Penalty 3200.368438 = -1995463.535167
  nChanged 92
		SP:Iteration 24Q (69211.780000 sec): 3 clusters
  Score: Raw -1998711.066758 + Penalty 3200.368438 = -1995510.698320
  nChanged 82
		SP:Iteration 25Q (69212.020000 sec): 3 clusters
  Score: Raw -1998757.452245 + Penalty 3200.368438 = -1995557.083807
  nChanged 65
		SP:Iteration 26Q (69212.250000 sec): 3 clusters
  Score: Raw -1998790.547640 + Penalty 3200.368438 = -1995590.179201
  nChanged 53
		SP:Iteration 27Q (69212.480000 sec): 3 clusters
  Score: Raw -1998816.791410 + Penalty 3200.368438 = -1995616.422972
  nChanged 34
		SP:Iteration 28Q (69212.750000 sec): 3 clusters
  Score: Raw -1998834.391202 + Penalty 3200.368438 = -1995634.022764
  nChanged 43
		SP:Iteration 29Q (69212.970000 sec): 3 clusters
  Score: Raw -1998855.533940 + Penalty 3200.368438 = -1995655.165501
  nChanged 32
		SP:Iteration 30Q (69213.240000 sec): 3 clusters
  Score: Raw -1998870.748887 + Penalty 3200.368438 = -1995670.380448
  nChanged 27
		SP:Iteration 31Q (69213.550000 sec): 3 clusters
  Score: Raw -1998882.627716 + Penalty 3200.368438 = -1995682.259278
  nChanged 22
		SP:Iteration 32Q (69213.860000 sec): 3 clusters
  Score: Raw -1998891.240628 + Penalty 3200.368438 = -1995690.872189
  nChanged 12
		SP:Iteration 33Q (69214.130000 sec): 3 clusters
  Score: Raw -1998898.147193 + Penalty 3200.368438 = -1995697.778755
  nChanged 18
		SP:Iteration 34Q (69214.390000 sec): 3 clusters
  Score: Raw -1998908.003524 + Penalty 3200.368438 = -1995707.635085
  nChanged 15
		SP:Iteration 35Q (69214.630000 sec): 3 clusters
  Score: Raw -1998914.396658 + Penalty 3200.368438 = -1995714.028220
  nChanged 10
		SP:Iteration 36Q (69214.920000 sec): 3 clusters
  Score: Raw -1998920.536853 + Penalty 3200.368438 = -1995720.168414
  nChanged 14
		SP:Iteration 37Q (69215.220000 sec): 3 clusters
  Score: Raw -1998927.018681 + Penalty 3200.368438 = -1995726.650242
  nChanged 14
		SP:Iteration 38Q (69215.510000 sec): 3 clusters
  Score: Raw -1998935.641193 + Penalty 3200.368438 = -1995735.272755
  nChanged 10
		SP:Iteration 39Q (69215.820000 sec): 3 clusters
  Score: Raw -1998940.558129 + Penalty 3200.368438 = -1995740.189691
  nChanged 6
		SP:Iteration 40F (69216.100000 sec): 3 clusters
  Score: Raw -1998943.296781 + Penalty 3200.368438 = -1995742.928342
  nChanged 7
		SP:Iteration 41Q (69216.330000 sec): 3 clusters
  Score: Raw -1998945.684831 + Penalty 3200.368438 = -1995745.316392
  nChanged 5
		SP:Iteration 42Q (69216.640000 sec): 3 clusters
  Score: Raw -1998947.444534 + Penalty 3200.368438 = -1995747.076095
  nChanged 5
		SP:Iteration 43Q (69216.870000 sec): 3 clusters
  Score: Raw -1998949.668551 + Penalty 3200.368438 = -1995749.300112
  nChanged 3
		SP:Iteration 44Q (69217.140000 sec): 3 clusters
  Score: Raw -1998951.036873 + Penalty 3200.368438 = -1995750.668434
  nChanged 4
		SP:Iteration 45Q (69217.460000 sec): 3 clusters
  Score: Raw -1998952.662285 + Penalty 3200.368438 = -1995752.293847
  nChanged 4
		SP:Iteration 46Q (69217.700000 sec): 3 clusters
  Score: Raw -1998955.114143 + Penalty 3200.368438 = -1995754.745705
  nChanged 6
		SP:Iteration 47Q (69217.940000 sec): 3 clusters
  Score: Raw -1998958.113731 + Penalty 3200.368438 = -1995757.745292
  nChanged 6
		SP:Iteration 48Q (69218.260000 sec): 3 clusters
  Score: Raw -1998961.700616 + Penalty 3200.368438 = -1995761.332177
  nChanged 5
		SP:Iteration 49Q (69218.540000 sec): 3 clusters
  Score: Raw -1998964.338961 + Penalty 3200.368438 = -1995763.970522
  nChanged 2
		SP:Iteration 50Q (69218.880000 sec): 3 clusters
  Score: Raw -1998966.723786 + Penalty 3200.368438 = -1995766.355348
  nChanged 4
		SP:Iteration 51Q (69219.130000 sec): 3 clusters
  Score: Raw -1998969.860006 + Penalty 3200.368438 = -1995769.491568
  nChanged 6
		SP:Iteration 52Q (69219.420000 sec): 3 clusters
  Score: Raw -1998974.017793 + Penalty 3200.368438 = -1995773.649355
  nChanged 3
		SP:Iteration 53Q (69219.710000 sec): 3 clusters
  Score: Raw -1998974.809397 + Penalty 3200.368438 = -1995774.440959
  nChanged 0
		SP:Iteration 54F (69219.980000 sec): 3 clusters
  Score: Raw -1998974.809397 + Penalty 3200.368438 = -1995774.440959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69220.310000 sec): 2 clusters
  Score: Raw -4059298.701618 + Penalty 1727.126780 = -4057571.574838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69220.810000 sec): 3 clusters
  Score: Raw -4033439.589126 + Penalty 3454.253559 = -4029985.335566
  nChanged 19149
		SP:Iteration 1F (69221.270000 sec): 3 clusters
  Score: Raw -4044911.560245 + Penalty 3454.253559 = -4041457.306686
  nChanged 2197
		SP:Iteration 2F (69221.670000 sec): 3 clusters
  Score: Raw -4045864.346083 + Penalty 3454.253559 = -4042410.092524
  nChanged 2256
		SP:Iteration 3F (69222.070000 sec): 3 clusters
  Score: Raw -4046961.191476 + Penalty 3454.253559 = -4043506.937916
  nChanged 2274
		SP:Iteration 4F (69222.460000 sec): 3 clusters
  Score: Raw -4048097.029512 + Penalty 3454.253559 = -4044642.775953
  nChanged 2182
		SP:Iteration 5F (69222.860000 sec): 3 clusters
  Score: Raw -4049134.306203 + Penalty 3454.253559 = -4045680.052644
  nChanged 2068
		SP:Iteration 6F (69223.280000 sec): 3 clusters
  Score: Raw -4050155.906674 + Penalty 3454.253559 = -4046701.653115
  nChanged 1951
		SP:Iteration 7Q (69223.740000 sec): 3 clusters
  Score: Raw -4051135.858092 + Penalty 3454.253559 = -4047681.604533
  nChanged 1796
		SP:Iteration 8Q (69224.100000 sec): 3 clusters
  Score: Raw -4052059.144603 + Penalty 3454.253559 = -4048604.891044
  nChanged 1676
		SP:Iteration 9Q (69224.590000 sec): 3 clusters
  Score: Raw -4052926.420303 + Penalty 3454.253559 = -4049472.166744
  nChanged 1498
		SP:Iteration 10Q (69225.000000 sec): 3 clusters
  Score: Raw -4053586.881264 + Penalty 3454.253559 = -4050132.627705
  nChanged 1187
		SP:Iteration 11Q (69225.440000 sec): 3 clusters
  Score: Raw -4053973.450774 + Penalty 3454.253559 = -4050519.197214
  nChanged 890
		SP:Iteration 12Q (69225.910000 sec): 3 clusters
  Score: Raw -4054198.750719 + Penalty 3454.253559 = -4050744.497160
  nChanged 647
		SP:Iteration 13Q (69226.370000 sec): 3 clusters
  Score: Raw -4054327.527458 + Penalty 3454.253559 = -4050873.273899
  nChanged 452
		SP:Iteration 14Q (69226.790000 sec): 3 clusters
  Score: Raw -4054406.990183 + Penalty 3454.253559 = -4050952.736624
  nChanged 399
		SP:Iteration 15Q (69227.200000 sec): 3 clusters
  Score: Raw -4054479.618543 + Penalty 3454.253559 = -4051025.364984
  nChanged 364
		SP:Iteration 16Q (69227.610000 sec): 3 clusters
  Score: Raw -4054543.334010 + Penalty 3454.253559 = -4051089.080451
  nChanged 350
		SP:Iteration 17Q (69228.060000 sec): 3 clusters
  Score: Raw -4054602.871976 + Penalty 3454.253559 = -4051148.618416
  nChanged 350
		SP:Iteration 18Q (69228.480000 sec): 3 clusters
  Score: Raw -4054659.828990 + Penalty 3454.253559 = -4051205.575431
  nChanged 320
		SP:Iteration 19Q (69228.900000 sec): 3 clusters
  Score: Raw -4054715.752854 + Penalty 3454.253559 = -4051261.499294
  nChanged 332
		SP:Iteration 20F (69229.330000 sec): 3 clusters
  Score: Raw -4054776.224626 + Penalty 3454.253559 = -4051321.971067
  nChanged 364
		SP:Iteration 21Q (69229.780000 sec): 3 clusters
  Score: Raw -4054842.978574 + Penalty 3454.253559 = -4051388.725015
  nChanged 350
		SP:Iteration 22Q (69230.210000 sec): 3 clusters
  Score: Raw -4054907.750433 + Penalty 3454.253559 = -4051453.496874
  nChanged 398
		SP:Iteration 23Q (69230.600000 sec): 3 clusters
  Score: Raw -4054981.354851 + Penalty 3454.253559 = -4051527.101292
  nChanged 380
		SP:Iteration 24Q (69230.980000 sec): 3 clusters
  Score: Raw -4055054.392989 + Penalty 3454.253559 = -4051600.139430
  nChanged 372
		SP:Iteration 25Q (69231.420000 sec): 3 clusters
  Score: Raw -4055122.897223 + Penalty 3454.253559 = -4051668.643664
  nChanged 370
		SP:Iteration 26Q (69231.870000 sec): 3 clusters
  Score: Raw -4055195.591705 + Penalty 3454.253559 = -4051741.338146
  nChanged 390
		SP:Iteration 27Q (69232.320000 sec): 3 clusters
  Score: Raw -4055270.426614 + Penalty 3454.253559 = -4051816.173055
  nChanged 354
		SP:Iteration 28Q (69232.710000 sec): 3 clusters
  Score: Raw -4055335.662708 + Penalty 3454.253559 = -4051881.409149
  nChanged 365
		SP:Iteration 29Q (69233.070000 sec): 3 clusters
  Score: Raw -4055400.000939 + Penalty 3454.253559 = -4051945.747380
  nChanged 334
		SP:Iteration 30Q (69233.500000 sec): 3 clusters
  Score: Raw -4055452.384191 + Penalty 3454.253559 = -4051998.130632
  nChanged 294
		SP:Iteration 31Q (69233.850000 sec): 3 clusters
  Score: Raw -4055495.344059 + Penalty 3454.253559 = -4052041.090500
  nChanged 240
		SP:Iteration 32Q (69234.230000 sec): 3 clusters
  Score: Raw -4055530.551855 + Penalty 3454.253559 = -4052076.298295
  nChanged 264
		SP:Iteration 33Q (69234.650000 sec): 3 clusters
  Score: Raw -4055569.679803 + Penalty 3454.253559 = -4052115.426244
  nChanged 279
		SP:Iteration 34Q (69235.070000 sec): 3 clusters
  Score: Raw -4055608.736565 + Penalty 3454.253559 = -4052154.483006
  nChanged 257
		SP:Iteration 35Q (69235.570000 sec): 3 clusters
  Score: Raw -4055644.842697 + Penalty 3454.253559 = -4052190.589138
  nChanged 244
		SP:Iteration 36Q (69235.980000 sec): 3 clusters
  Score: Raw -4055677.874650 + Penalty 3454.253559 = -4052223.621091
  nChanged 228
		SP:Iteration 37Q (69236.420000 sec): 3 clusters
  Score: Raw -4055705.181942 + Penalty 3454.253559 = -4052250.928383
  nChanged 224
		SP:Iteration 38Q (69236.800000 sec): 3 clusters
  Score: Raw -4055731.787097 + Penalty 3454.253559 = -4052277.533538
  nChanged 208
		SP:Iteration 39Q (69237.220000 sec): 3 clusters
  Score: Raw -4055755.593335 + Penalty 3454.253559 = -4052301.339776
  nChanged 213
		SP:Iteration 40F (69237.660000 sec): 3 clusters
  Score: Raw -4055779.431037 + Penalty 3454.253559 = -4052325.177478
  nChanged 199
		SP:Iteration 41Q (69238.170000 sec): 3 clusters
  Score: Raw -4055802.928658 + Penalty 3454.253559 = -4052348.675099
  nChanged 201
		SP:Iteration 42Q (69238.580000 sec): 3 clusters
  Score: Raw -4055824.954840 + Penalty 3454.253559 = -4052370.701281
  nChanged 171
		SP:Iteration 43Q (69239.000000 sec): 3 clusters
  Score: Raw -4055844.257695 + Penalty 3454.253559 = -4052390.004135
  nChanged 163
		SP:Iteration 44Q (69239.400000 sec): 3 clusters
  Score: Raw -4055861.473726 + Penalty 3454.253559 = -4052407.220167
  nChanged 158
		SP:Iteration 45Q (69239.830000 sec): 3 clusters
  Score: Raw -4055875.375220 + Penalty 3454.253559 = -4052421.121661
  nChanged 122
		SP:Iteration 46Q (69240.300000 sec): 3 clusters
  Score: Raw -4055884.457941 + Penalty 3454.253559 = -4052430.204382
  nChanged 114
		SP:Iteration 47Q (69240.730000 sec): 3 clusters
  Score: Raw -4055893.300069 + Penalty 3454.253559 = -4052439.046510
  nChanged 113
		SP:Iteration 48Q (69241.100000 sec): 3 clusters
  Score: Raw -4055901.919392 + Penalty 3454.253559 = -4052447.665833
  nChanged 110
		SP:Iteration 49Q (69241.510000 sec): 3 clusters
  Score: Raw -4055909.556038 + Penalty 3454.253559 = -4052455.302479
  nChanged 92
		SP:Iteration 50Q (69242.020000 sec): 3 clusters
  Score: Raw -4055915.238458 + Penalty 3454.253559 = -4052460.984899
  nChanged 97
		SP:Iteration 51Q (69242.440000 sec): 3 clusters
  Score: Raw -4055921.519027 + Penalty 3454.253559 = -4052467.265468
  nChanged 92
		SP:Iteration 52Q (69242.790000 sec): 3 clusters
  Score: Raw -4055929.217178 + Penalty 3454.253559 = -4052474.963618
  nChanged 118
		SP:Iteration 53Q (69243.210000 sec): 3 clusters
  Score: Raw -4055938.546749 + Penalty 3454.253559 = -4052484.293190
  nChanged 116
		SP:Iteration 54Q (69243.690000 sec): 3 clusters
  Score: Raw -4055946.720125 + Penalty 3454.253559 = -4052492.466566
  nChanged 95
		SP:Iteration 55Q (69244.190000 sec): 3 clusters
  Score: Raw -4055953.543357 + Penalty 3454.253559 = -4052499.289798
  nChanged 97
		SP:Iteration 56Q (69244.600000 sec): 3 clusters
  Score: Raw -4055960.911332 + Penalty 3454.253559 = -4052506.657773
  nChanged 104
		SP:Iteration 57Q (69245.030000 sec): 3 clusters
  Score: Raw -4055971.999269 + Penalty 3454.253559 = -4052517.745710
  nChanged 122
		SP:Iteration 58Q (69245.490000 sec): 3 clusters
  Score: Raw -4055986.503510 + Penalty 3454.253559 = -4052532.249951
  nChanged 146
		SP:Iteration 59Q (69245.950000 sec): 3 clusters
  Score: Raw -4056003.902610 + Penalty 3454.253559 = -4052549.649051
  nChanged 163
		SP:Iteration 60F (69246.330000 sec): 3 clusters
  Score: Raw -4056028.601602 + Penalty 3454.253559 = -4052574.348043
  nChanged 181
		SP:Iteration 61Q (69246.770000 sec): 3 clusters
  Score: Raw -4056056.818750 + Penalty 3454.253559 = -4052602.565191
  nChanged 197
		SP:Iteration 62Q (69247.160000 sec): 3 clusters
  Score: Raw -4056084.806305 + Penalty 3454.253559 = -4052630.552746
  nChanged 196
		SP:Iteration 63Q (69247.550000 sec): 3 clusters
  Score: Raw -4056109.879589 + Penalty 3454.253559 = -4052655.626030
  nChanged 190
		SP:Iteration 64Q (69248.060000 sec): 3 clusters
  Score: Raw -4056137.277657 + Penalty 3454.253559 = -4052683.024098
  nChanged 218
		SP:Iteration 65Q (69248.470000 sec): 3 clusters
  Score: Raw -4056171.855279 + Penalty 3454.253559 = -4052717.601720
  nChanged 222
		SP:Iteration 66Q (69248.890000 sec): 3 clusters
  Score: Raw -4056209.416649 + Penalty 3454.253559 = -4052755.163090
  nChanged 217
		SP:Iteration 67Q (69249.350000 sec): 3 clusters
  Score: Raw -4056242.431298 + Penalty 3454.253559 = -4052788.177739
  nChanged 196
		SP:Iteration 68Q (69249.820000 sec): 3 clusters
  Score: Raw -4056268.486934 + Penalty 3454.253559 = -4052814.233374
  nChanged 191
		SP:Iteration 69Q (69250.210000 sec): 3 clusters
  Score: Raw -4056293.641309 + Penalty 3454.253559 = -4052839.387750
  nChanged 180
		SP:Iteration 70Q (69250.620000 sec): 3 clusters
  Score: Raw -4056319.208999 + Penalty 3454.253559 = -4052864.955440
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		SP:Iteration 71Q (69251.090000 sec): 3 clusters
  Score: Raw -4056342.895728 + Penalty 3454.253559 = -4052888.642168
  nChanged 169
		SP:Iteration 72Q (69251.480000 sec): 3 clusters
  Score: Raw -4056363.142427 + Penalty 3454.253559 = -4052908.888867
  nChanged 150
		SP:Iteration 73Q (69251.900000 sec): 3 clusters
  Score: Raw -4056380.216557 + Penalty 3454.253559 = -4052925.962998
  nChanged 137
		SP:Iteration 74Q (69252.340000 sec): 3 clusters
  Score: Raw -4056398.038268 + Penalty 3454.253559 = -4052943.784709
  nChanged 156
		SP:Iteration 75Q (69252.770000 sec): 3 clusters
  Score: Raw -4056418.205194 + Penalty 3454.253559 = -4052963.951635
  nChanged 185
		SP:Iteration 76Q (69253.160000 sec): 3 clusters
  Score: Raw -4056443.938386 + Penalty 3454.253559 = -4052989.684827
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		SP:Iteration 77Q (69253.600000 sec): 3 clusters
  Score: Raw -4056468.638278 + Penalty 3454.253559 = -4053014.384719
  nChanged 170
		SP:Iteration 78Q (69254.090000 sec): 3 clusters
  Score: Raw -4056486.002791 + Penalty 3454.253559 = -4053031.749232
  nChanged 149
		SP:Iteration 79Q (69254.520000 sec): 3 clusters
  Score: Raw -4056501.526196 + Penalty 3454.253559 = -4053047.272637
  nChanged 129
		SP:Iteration 80F (69254.890000 sec): 3 clusters
  Score: Raw -4056514.031836 + Penalty 3454.253559 = -4053059.778277
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		SP:Iteration 81Q (69255.330000 sec): 3 clusters
  Score: Raw -4056526.344657 + Penalty 3454.253559 = -4053072.091098
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		SP:Iteration 82Q (69255.780000 sec): 3 clusters
  Score: Raw -4056535.903349 + Penalty 3454.253559 = -4053081.649789
  nChanged 103
		SP:Iteration 83Q (69256.150000 sec): 3 clusters
  Score: Raw -4056543.543766 + Penalty 3454.253559 = -4053089.290207
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		SP:Iteration 84Q (69256.570000 sec): 3 clusters
  Score: Raw -4056550.376996 + Penalty 3454.253559 = -4053096.123437
  nChanged 90
		SP:Iteration 85Q (69257.030000 sec): 3 clusters
  Score: Raw -4056556.271286 + Penalty 3454.253559 = -4053102.017727
  nChanged 79
		SP:Iteration 86Q (69257.480000 sec): 3 clusters
  Score: Raw -4056561.523003 + Penalty 3454.253559 = -4053107.269444
  nChanged 67
		SP:Iteration 87Q (69257.880000 sec): 3 clusters
  Score: Raw -4056565.695786 + Penalty 3454.253559 = -4053111.442226
  nChanged 68
		SP:Iteration 88Q (69258.360000 sec): 3 clusters
  Score: Raw -4056569.643618 + Penalty 3454.253559 = -4053115.390059
  nChanged 54
		SP:Iteration 89Q (69258.710000 sec): 3 clusters
  Score: Raw -4056572.528384 + Penalty 3454.253559 = -4053118.274825
  nChanged 46
		SP:Iteration 90Q (69259.080000 sec): 3 clusters
  Score: Raw -4056575.384152 + Penalty 3454.253559 = -4053121.130593
  nChanged 59
		SP:Iteration 91Q (69259.500000 sec): 3 clusters
  Score: Raw -4056578.956096 + Penalty 3454.253559 = -4053124.702537
  nChanged 61
		SP:Iteration 92Q (69259.870000 sec): 3 clusters
  Score: Raw -4056582.711113 + Penalty 3454.253559 = -4053128.457554
  nChanged 65
		SP:Iteration 93Q (69260.270000 sec): 3 clusters
  Score: Raw -4056586.543936 + Penalty 3454.253559 = -4053132.290377
  nChanged 62
		SP:Iteration 94Q (69260.730000 sec): 3 clusters
  Score: Raw -4056590.391932 + Penalty 3454.253559 = -4053136.138372
  nChanged 53
		SP:Iteration 95Q (69261.140000 sec): 3 clusters
  Score: Raw -4056593.329413 + Penalty 3454.253559 = -4053139.075853
  nChanged 43
		SP:Iteration 96Q (69261.600000 sec): 3 clusters
  Score: Raw -4056595.210843 + Penalty 3454.253559 = -4053140.957283
  nChanged 45
		SP:Iteration 97Q (69262.080000 sec): 3 clusters
  Score: Raw -4056597.469492 + Penalty 3454.253559 = -4053143.215932
  nChanged 53
		SP:Iteration 98Q (69262.540000 sec): 3 clusters
  Score: Raw -4056600.693744 + Penalty 3454.253559 = -4053146.440185
  nChanged 65
		SP:Iteration 99Q (69262.980000 sec): 3 clusters
  Score: Raw -4056604.931028 + Penalty 3454.253559 = -4053150.677469
  nChanged 64
		SP:Iteration 100F (69263.460000 sec): 3 clusters
  Score: Raw -4056609.213202 + Penalty 3454.253559 = -4053154.959643
  nChanged 64
		SP:Iteration 101Q (69263.950000 sec): 3 clusters
  Score: Raw -4056612.800677 + Penalty 3454.253559 = -4053158.547118
  nChanged 58
		SP:Iteration 102Q (69264.450000 sec): 3 clusters
  Score: Raw -4056615.321107 + Penalty 3454.253559 = -4053161.067547
  nChanged 42
		SP:Iteration 103Q (69264.900000 sec): 3 clusters
  Score: Raw -4056616.993466 + Penalty 3454.253559 = -4053162.739907
  nChanged 38
		SP:Iteration 104Q (69265.400000 sec): 3 clusters
  Score: Raw -4056618.349139 + Penalty 3454.253559 = -4053164.095580
  nChanged 35
		SP:Iteration 105Q (69265.810000 sec): 3 clusters
  Score: Raw -4056619.633257 + Penalty 3454.253559 = -4053165.379697
  nChanged 36
		SP:Iteration 106Q (69266.260000 sec): 3 clusters
  Score: Raw -4056621.139921 + Penalty 3454.253559 = -4053166.886362
  nChanged 38
		SP:Iteration 107Q (69266.750000 sec): 3 clusters
  Score: Raw -4056622.819081 + Penalty 3454.253559 = -4053168.565522
  nChanged 41
		SP:Iteration 108Q (69267.160000 sec): 3 clusters
  Score: Raw -4056624.462920 + Penalty 3454.253559 = -4053170.209361
  nChanged 30
		SP:Iteration 109Q (69267.600000 sec): 3 clusters
  Score: Raw -4056625.665592 + Penalty 3454.253559 = -4053171.412033
  nChanged 32
		SP:Iteration 110Q (69267.990000 sec): 3 clusters
  Score: Raw -4056626.848220 + Penalty 3454.253559 = -4053172.594661
  nChanged 34
		SP:Iteration 111Q (69268.440000 sec): 3 clusters
  Score: Raw -4056628.533552 + Penalty 3454.253559 = -4053174.279992
  nChanged 40
		SP:Iteration 112Q (69268.940000 sec): 3 clusters
  Score: Raw -4056630.195126 + Penalty 3454.253559 = -4053175.941567
  nChanged 41
		SP:Iteration 113Q (69269.390000 sec): 3 clusters
  Score: Raw -4056631.988290 + Penalty 3454.253559 = -4053177.734730
  nChanged 52
		SP:Iteration 114Q (69269.890000 sec): 3 clusters
  Score: Raw -4056634.915618 + Penalty 3454.253559 = -4053180.662059
  nChanged 45
		SP:Iteration 115Q (69270.350000 sec): 3 clusters
  Score: Raw -4056636.989919 + Penalty 3454.253559 = -4053182.736360
  nChanged 41
		SP:Iteration 116Q (69270.790000 sec): 3 clusters
  Score: Raw -4056638.490457 + Penalty 3454.253559 = -4053184.236898
  nChanged 29
		SP:Iteration 117Q (69271.290000 sec): 3 clusters
  Score: Raw -4056639.750257 + Penalty 3454.253559 = -4053185.496697
  nChanged 39
		SP:Iteration 118Q (69271.830000 sec): 3 clusters
  Score: Raw -4056641.414505 + Penalty 3454.253559 = -4053187.160946
  nChanged 39
		SP:Iteration 119Q (69272.280000 sec): 3 clusters
  Score: Raw -4056643.159009 + Penalty 3454.253559 = -4053188.905449
  nChanged 45
		SP:Iteration 120F (69272.730000 sec): 3 clusters
  Score: Raw -4056645.345382 + Penalty 3454.253559 = -4053191.091823
  nChanged 56
		SP:Iteration 121Q (69273.180000 sec): 3 clusters
  Score: Raw -4056648.825314 + Penalty 3454.253559 = -4053194.571755
  nChanged 68
		SP:Iteration 122Q (69273.680000 sec): 3 clusters
  Score: Raw -4056652.859436 + Penalty 3454.253559 = -4053198.605877
  nChanged 72
		SP:Iteration 123Q (69274.150000 sec): 3 clusters
  Score: Raw -4056657.443411 + Penalty 3454.253559 = -4053203.189852
  nChanged 72
		SP:Iteration 124Q (69274.510000 sec): 3 clusters
  Score: Raw -4056662.295488 + Penalty 3454.253559 = -4053208.041928
  nChanged 84
		SP:Iteration 125Q (69274.950000 sec): 3 clusters
  Score: Raw -4056669.339353 + Penalty 3454.253559 = -4053215.085794
  nChanged 88
		SP:Iteration 126Q (69275.370000 sec): 3 clusters
  Score: Raw -4056675.730804 + Penalty 3454.253559 = -4053221.477245
  nChanged 83
		SP:Iteration 127Q (69275.820000 sec): 3 clusters
  Score: Raw -4056681.273104 + Penalty 3454.253559 = -4053227.019544
  nChanged 92
		SP:Iteration 128Q (69276.220000 sec): 3 clusters
  Score: Raw -4056687.841642 + Penalty 3454.253559 = -4053233.588082
  nChanged 95
		SP:Iteration 129Q (69276.590000 sec): 3 clusters
  Score: Raw -4056694.837132 + Penalty 3454.253559 = -4053240.583573
  nChanged 95
		SP:Iteration 130Q (69277.000000 sec): 3 clusters
  Score: Raw -4056701.697567 + Penalty 3454.253559 = -4053247.444008
  nChanged 97
		SP:Iteration 131Q (69277.410000 sec): 3 clusters
  Score: Raw -4056708.756707 + Penalty 3454.253559 = -4053254.503148
  nChanged 92
		SP:Iteration 132Q (69277.840000 sec): 3 clusters
  Score: Raw -4056715.023569 + Penalty 3454.253559 = -4053260.770010
  nChanged 89
		SP:Iteration 133Q (69278.230000 sec): 3 clusters
  Score: Raw -4056721.361475 + Penalty 3454.253559 = -4053267.107916
  nChanged 106
		SP:Iteration 134Q (69278.630000 sec): 3 clusters
  Score: Raw -4056730.586534 + Penalty 3454.253559 = -4053276.332974
  nChanged 123
		SP:Iteration 135Q (69279.080000 sec): 3 clusters
  Score: Raw -4056741.753169 + Penalty 3454.253559 = -4053287.499610
  nChanged 120
		SP:Iteration 136Q (69279.450000 sec): 3 clusters
  Score: Raw -4056752.151511 + Penalty 3454.253559 = -4053297.897952
  nChanged 119
		SP:Iteration 137Q (69279.900000 sec): 3 clusters
  Score: Raw -4056762.439836 + Penalty 3454.253559 = -4053308.186277
  nChanged 122
		SP:Iteration 138Q (69280.330000 sec): 3 clusters
  Score: Raw -4056772.378152 + Penalty 3454.253559 = -4053318.124593
  nChanged 114
		SP:Iteration 139Q (69280.720000 sec): 3 clusters
  Score: Raw -4056782.408856 + Penalty 3454.253559 = -4053328.155297
  nChanged 118
		SP:Iteration 140F (69281.110000 sec): 3 clusters
  Score: Raw -4056793.553087 + Penalty 3454.253559 = -4053339.299528
  nChanged 134
		SP:Iteration 141Q (69281.570000 sec): 3 clusters
  Score: Raw -4056809.883328 + Penalty 3454.253559 = -4053355.629769
  nChanged 154
		SP:Iteration 142Q (69282.000000 sec): 3 clusters
  Score: Raw -4056830.657924 + Penalty 3454.253559 = -4053376.404365
  nChanged 173
		SP:Iteration 143Q (69282.410000 sec): 3 clusters
  Score: Raw -4056855.428638 + Penalty 3454.253559 = -4053401.175079
  nChanged 185
		SP:Iteration 144Q (69282.800000 sec): 3 clusters
  Score: Raw -4056880.258568 + Penalty 3454.253559 = -4053426.005009
  nChanged 180
		SP:Iteration 145Q (69283.250000 sec): 3 clusters
  Score: Raw -4056904.985525 + Penalty 3454.253559 = -4053450.731966
  nChanged 181
		SP:Iteration 146Q (69283.690000 sec): 3 clusters
  Score: Raw -4056929.615287 + Penalty 3454.253559 = -4053475.361728
  nChanged 187
		SP:Iteration 147Q (69284.140000 sec): 3 clusters
  Score: Raw -4056955.871255 + Penalty 3454.253559 = -4053501.617695
  nChanged 202
		SP:Iteration 148Q (69284.550000 sec): 3 clusters
  Score: Raw -4056982.793136 + Penalty 3454.253559 = -4053528.539577
  nChanged 201
		SP:Iteration 149Q (69284.950000 sec): 3 clusters
  Score: Raw -4057012.329811 + Penalty 3454.253559 = -4053558.076252
  nChanged 217
		SP:Iteration 150Q (69285.400000 sec): 3 clusters
  Score: Raw -4057049.658097 + Penalty 3454.253559 = -4053595.404538
  nChanged 234
		SP:Iteration 151Q (69285.800000 sec): 3 clusters
  Score: Raw -4057089.864584 + Penalty 3454.253559 = -4053635.611025
  nChanged 251
		SP:Iteration 152Q (69286.230000 sec): 3 clusters
  Score: Raw -4057131.443883 + Penalty 3454.253559 = -4053677.190324
  nChanged 251
		SP:Iteration 153Q (69286.670000 sec): 3 clusters
  Score: Raw -4057174.031366 + Penalty 3454.253559 = -4053719.777807
  nChanged 263
		SP:Iteration 154Q (69287.050000 sec): 3 clusters
  Score: Raw -4057224.430328 + Penalty 3454.253559 = -4053770.176768
  nChanged 294
		SP:Iteration 155Q (69287.470000 sec): 3 clusters
  Score: Raw -4057283.905123 + Penalty 3454.253559 = -4053829.651564
  nChanged 278
		SP:Iteration 156Q (69287.850000 sec): 3 clusters
  Score: Raw -4057340.652115 + Penalty 3454.253559 = -4053886.398556
  nChanged 291
		SP:Iteration 157Q (69288.250000 sec): 3 clusters
  Score: Raw -4057399.497927 + Penalty 3454.253559 = -4053945.244368
  nChanged 317
		SP:Iteration 158Q (69288.660000 sec): 3 clusters
  Score: Raw -4057462.514422 + Penalty 3454.253559 = -4054008.260863
  nChanged 300
		SP:Iteration 159Q (69289.070000 sec): 3 clusters
  Score: Raw -4057525.216829 + Penalty 3454.253559 = -4054070.963270
  nChanged 313
		SP:Iteration 160F (69289.470000 sec): 3 clusters
  Score: Raw -4057597.136054 + Penalty 3454.253559 = -4054142.882495
  nChanged 310
		SP:Iteration 161Q (69289.830000 sec): 3 clusters
  Score: Raw -4057665.552149 + Penalty 3454.253559 = -4054211.298590
  nChanged 304
		SP:Iteration 162Q (69290.220000 sec): 3 clusters
  Score: Raw -4057737.053760 + Penalty 3454.253559 = -4054282.800201
  nChanged 302
		SP:Iteration 163Q (69290.610000 sec): 3 clusters
  Score: Raw -4057810.173378 + Penalty 3454.253559 = -4054355.919819
  nChanged 287
		SP:Iteration 164Q (69290.980000 sec): 3 clusters
  Score: Raw -4057875.966635 + Penalty 3454.253559 = -4054421.713075
  nChanged 275
		SP:Iteration 165Q (69291.340000 sec): 3 clusters
  Score: Raw -4057935.017359 + Penalty 3454.253559 = -4054480.763800
  nChanged 268
		SP:Iteration 166Q (69291.690000 sec): 3 clusters
  Score: Raw -4057983.855696 + Penalty 3454.253559 = -4054529.602137
  nChanged 239
		SP:Iteration 167Q (69292.110000 sec): 3 clusters
  Score: Raw -4058020.747624 + Penalty 3454.253559 = -4054566.494064
  nChanged 222
		SP:Iteration 168Q (69292.530000 sec): 3 clusters
  Score: Raw -4058054.113293 + Penalty 3454.253559 = -4054599.859734
  nChanged 235
		SP:Iteration 169Q (69292.910000 sec): 3 clusters
  Score: Raw -4058085.393729 + Penalty 3454.253559 = -4054631.140170
  nChanged 191
		SP:Iteration 170Q (69293.320000 sec): 3 clusters
  Score: Raw -4058109.596866 + Penalty 3454.253559 = -4054655.343306
  nChanged 187
		SP:Iteration 171Q (69293.730000 sec): 3 clusters
  Score: Raw -4058134.452605 + Penalty 3454.253559 = -4054680.199046
  nChanged 186
		SP:Iteration 172Q (69294.200000 sec): 3 clusters
  Score: Raw -4058159.648334 + Penalty 3454.253559 = -4054705.394775
  nChanged 189
		SP:Iteration 173Q (69294.600000 sec): 3 clusters
  Score: Raw -4058186.152082 + Penalty 3454.253559 = -4054731.898523
  nChanged 199
		SP:Iteration 174Q (69295.000000 sec): 3 clusters
  Score: Raw -4058216.353459 + Penalty 3454.253559 = -4054762.099900
  nChanged 196
		SP:Iteration 175Q (69295.430000 sec): 3 clusters
  Score: Raw -4058241.571674 + Penalty 3454.253559 = -4054787.318115
  nChanged 165
		SP:Iteration 176Q (69295.850000 sec): 3 clusters
  Score: Raw -4058259.808523 + Penalty 3454.253559 = -4054805.554963
  nChanged 148
		SP:Iteration 177Q (69296.240000 sec): 3 clusters
  Score: Raw -4058276.390236 + Penalty 3454.253559 = -4054822.136677
  nChanged 141
		SP:Iteration 178Q (69296.630000 sec): 3 clusters
  Score: Raw -4058290.998666 + Penalty 3454.253559 = -4054836.745107
  nChanged 102
		SP:Iteration 179Q (69296.980000 sec): 3 clusters
  Score: Raw -4058300.629020 + Penalty 3454.253559 = -4054846.375460
  nChanged 110
		SP:Iteration 180F (69297.400000 sec): 3 clusters
  Score: Raw -4058311.202705 + Penalty 3454.253559 = -4054856.949145
  nChanged 90
		SP:Iteration 181Q (69297.840000 sec): 3 clusters
  Score: Raw -4058320.853282 + Penalty 3454.253559 = -4054866.599723
  nChanged 89
		SP:Iteration 182Q (69298.240000 sec): 3 clusters
  Score: Raw -4058330.743256 + Penalty 3454.253559 = -4054876.489697
  nChanged 117
		SP:Iteration 183Q (69298.620000 sec): 3 clusters
  Score: Raw -4058343.985106 + Penalty 3454.253559 = -4054889.731547
  nChanged 120
		SP:Iteration 184Q (69298.950000 sec): 3 clusters
  Score: Raw -4058357.976081 + Penalty 3454.253559 = -4054903.722522
  nChanged 121
		SP:Iteration 185Q (69299.390000 sec): 3 clusters
  Score: Raw -4058372.318284 + Penalty 3454.253559 = -4054918.064725
  nChanged 116
		SP:Iteration 186Q (69299.790000 sec): 3 clusters
  Score: Raw -4058386.191784 + Penalty 3454.253559 = -4054931.938225
  nChanged 122
		SP:Iteration 187Q (69300.180000 sec): 3 clusters
  Score: Raw -4058401.260316 + Penalty 3454.253559 = -4054947.006757
  nChanged 132
		SP:Iteration 188Q (69300.590000 sec): 3 clusters
  Score: Raw -4058418.526956 + Penalty 3454.253559 = -4054964.273396
  nChanged 137
		SP:Iteration 189Q (69301.000000 sec): 3 clusters
  Score: Raw -4058435.732781 + Penalty 3454.253559 = -4054981.479222
  nChanged 142
		SP:Iteration 190Q (69301.390000 sec): 3 clusters
  Score: Raw -4058452.680937 + Penalty 3454.253559 = -4054998.427377
  nChanged 131
		SP:Iteration 191Q (69301.820000 sec): 3 clusters
  Score: Raw -4058467.695360 + Penalty 3454.253559 = -4055013.441801
  nChanged 120
		SP:Iteration 192Q (69302.230000 sec): 3 clusters
  Score: Raw -4058481.648959 + Penalty 3454.253559 = -4055027.395400
  nChanged 114
		SP:Iteration 193Q (69302.620000 sec): 3 clusters
  Score: Raw -4058494.861357 + Penalty 3454.253559 = -4055040.607798
  nChanged 111
		SP:Iteration 194Q (69303.040000 sec): 3 clusters
  Score: Raw -4058509.530547 + Penalty 3454.253559 = -4055055.276987
  nChanged 138
		SP:Iteration 195Q (69303.420000 sec): 3 clusters
  Score: Raw -4058530.526067 + Penalty 3454.253559 = -4055076.272507
  nChanged 157
		SP:Iteration 196Q (69303.820000 sec): 3 clusters
  Score: Raw -4058558.415040 + Penalty 3454.253559 = -4055104.161481
  nChanged 171
		SP:Iteration 197Q (69304.310000 sec): 3 clusters
  Score: Raw -4058586.713915 + Penalty 3454.253559 = -4055132.460356
  nChanged 174
		SP:Iteration 198Q (69304.720000 sec): 3 clusters
  Score: Raw -4058611.445767 + Penalty 3454.253559 = -4055157.192208
  nChanged 146
		SP:Iteration 199Q (69305.170000 sec): 3 clusters
  Score: Raw -4058634.184312 + Penalty 3454.253559 = -4055179.930753
  nChanged 171
		SP:Iteration 200F (69305.650000 sec): 3 clusters
  Score: Raw -4058661.910944 + Penalty 3454.253559 = -4055207.657384
  nChanged 174
		SP:Iteration 201Q (69306.090000 sec): 3 clusters
  Score: Raw -4058687.607658 + Penalty 3454.253559 = -4055233.354098
  nChanged 152
		SP:Iteration 202Q (69306.600000 sec): 3 clusters
  Score: Raw -4058714.091569 + Penalty 3454.253559 = -4055259.838010
  nChanged 174
		SP:Iteration 203Q (69306.990000 sec): 3 clusters
  Score: Raw -4058749.407512 + Penalty 3454.253559 = -4055295.153952
  nChanged 196
		SP:Iteration 204Q (69307.430000 sec): 3 clusters
  Score: Raw -4058786.455918 + Penalty 3454.253559 = -4055332.202359
  nChanged 196
		SP:Iteration 205Q (69307.830000 sec): 3 clusters
  Score: Raw -4058827.451666 + Penalty 3454.253559 = -4055373.198107
  nChanged 203
		SP:Iteration 206Q (69308.280000 sec): 3 clusters
  Score: Raw -4058870.428273 + Penalty 3454.253559 = -4055416.174713
  nChanged 201
		SP:Iteration 207Q (69308.700000 sec): 3 clusters
  Score: Raw -4058911.341611 + Penalty 3454.253559 = -4055457.088052
  nChanged 184
		SP:Iteration 208Q (69309.130000 sec): 3 clusters
  Score: Raw -4058948.757833 + Penalty 3454.253559 = -4055494.504274
  nChanged 204
		SP:Iteration 209Q (69309.550000 sec): 3 clusters
  Score: Raw -4058994.190572 + Penalty 3454.253559 = -4055539.937013
  nChanged 208
		SP:Iteration 210Q (69310.000000 sec): 3 clusters
  Score: Raw -4059046.426167 + Penalty 3454.253559 = -4055592.172608
  nChanged 228
		SP:Iteration 211Q (69310.450000 sec): 3 clusters
  Score: Raw -4059106.883125 + Penalty 3454.253559 = -4055652.629565
  nChanged 214
		SP:Iteration 212Q (69310.880000 sec): 3 clusters
  Score: Raw -4059160.318767 + Penalty 3454.253559 = -4055706.065208
  nChanged 203
		SP:Iteration 213Q (69311.350000 sec): 3 clusters
  Score: Raw -4059213.371750 + Penalty 3454.253559 = -4055759.118191
  nChanged 206
		SP:Iteration 214Q (69311.670000 sec): 3 clusters
  Score: Raw -4059266.350184 + Penalty 3454.253559 = -4055812.096624
  nChanged 182
		SP:Iteration 215Q (69312.030000 sec): 3 clusters
  Score: Raw -4059313.664326 + Penalty 3454.253559 = -4055859.410766
  nChanged 195
		SP:Iteration 216Q (69312.460000 sec): 3 clusters
  Score: Raw -4059373.841881 + Penalty 3454.253559 = -4055919.588322
  nChanged 193
		SP:Iteration 217Q (69312.930000 sec): 3 clusters
  Score: Raw -4059431.953506 + Penalty 3454.253559 = -4055977.699946
  nChanged 193
		SP:Iteration 218Q (69313.360000 sec): 3 clusters
  Score: Raw -4059489.833975 + Penalty 3454.253559 = -4056035.580416
  nChanged 182
		SP:Iteration 219Q (69313.790000 sec): 3 clusters
  Score: Raw -4059537.257223 + Penalty 3454.253559 = -4056083.003664
  nChanged 166
		SP:Iteration 220F (69314.160000 sec): 3 clusters
  Score: Raw -4059577.514022 + Penalty 3454.253559 = -4056123.260463
  nChanged 136
		SP:Iteration 221Q (69314.480000 sec): 3 clusters
  Score: Raw -4059617.669909 + Penalty 3454.253559 = -4056163.416349
  nChanged 132
		SP:Iteration 222Q (69314.980000 sec): 3 clusters
  Score: Raw -4059654.617161 + Penalty 3454.253559 = -4056200.363602
  nChanged 128
		SP:Iteration 223Q (69315.390000 sec): 3 clusters
  Score: Raw -4059695.402396 + Penalty 3454.253559 = -4056241.148837
  nChanged 120
		SP:Iteration 224Q (69315.840000 sec): 3 clusters
  Score: Raw -4059734.125452 + Penalty 3454.253559 = -4056279.871893
  nChanged 110
		SP:Iteration 225Q (69316.300000 sec): 3 clusters
  Score: Raw -4059768.964346 + Penalty 3454.253559 = -4056314.710787
  nChanged 97
		SP:Iteration 226Q (69316.590000 sec): 3 clusters
  Score: Raw -4059799.746582 + Penalty 3454.253559 = -4056345.493023
  nChanged 101
		SP:Iteration 227Q (69316.910000 sec): 3 clusters
  Score: Raw -4059830.622660 + Penalty 3454.253559 = -4056376.369101
  nChanged 85
		SP:Iteration 228Q (69317.200000 sec): 3 clusters
  Score: Raw -4059857.795935 + Penalty 3454.253559 = -4056403.542376
  nChanged 65
		SP:Iteration 229Q (69317.510000 sec): 3 clusters
  Score: Raw -4059876.181967 + Penalty 3454.253559 = -4056421.928408
  nChanged 47
		SP:Iteration 230Q (69317.820000 sec): 3 clusters
  Score: Raw -4059887.552426 + Penalty 3454.253559 = -4056433.298867
  nChanged 32
		SP:Iteration 231Q (69318.140000 sec): 3 clusters
  Score: Raw -4059895.748029 + Penalty 3454.253559 = -4056441.494470
  nChanged 34
		SP:Iteration 232Q (69318.450000 sec): 3 clusters
  Score: Raw -4059905.762982 + Penalty 3454.253559 = -4056451.509422
  nChanged 32
		SP:Iteration 233Q (69318.830000 sec): 3 clusters
  Score: Raw -4059914.360981 + Penalty 3454.253559 = -4056460.107422
  nChanged 30
		SP:Iteration 234Q (69319.190000 sec): 3 clusters
  Score: Raw -4059923.103569 + Penalty 3454.253559 = -4056468.850009
  nChanged 28
		SP:Iteration 235Q (69319.630000 sec): 3 clusters
  Score: Raw -4059930.729102 + Penalty 3454.253559 = -4056476.475542
  nChanged 26
		SP:Iteration 236Q (69320.000000 sec): 3 clusters
  Score: Raw -4059938.449813 + Penalty 3454.253559 = -4056484.196254
  nChanged 22
		SP:Iteration 237Q (69320.340000 sec): 3 clusters
  Score: Raw -4059943.721940 + Penalty 3454.253559 = -4056489.468381
  nChanged 22
		SP:Iteration 238Q (69320.670000 sec): 3 clusters
  Score: Raw -4059947.349817 + Penalty 3454.253559 = -4056493.096258
  nChanged 12
		SP:Iteration 239Q (69321.070000 sec): 3 clusters
  Score: Raw -4059950.987794 + Penalty 3454.253559 = -4056496.734235
  nChanged 15
		SP:Iteration 240F (69321.530000 sec): 3 clusters
  Score: Raw -4059954.835025 + Penalty 3454.253559 = -4056500.581466
  nChanged 20
		SP:Iteration 241Q (69322.010000 sec): 3 clusters
  Score: Raw -4059960.141158 + Penalty 3454.253559 = -4056505.887599
  nChanged 16
		SP:Iteration 242Q (69322.490000 sec): 3 clusters
  Score: Raw -4059963.218154 + Penalty 3454.253559 = -4056508.964594
  nChanged 9
		SP:Iteration 243Q (69322.860000 sec): 3 clusters
  Score: Raw -4059965.104869 + Penalty 3454.253559 = -4056510.851310
  nChanged 12
		SP:Iteration 244Q (69323.330000 sec): 3 clusters
  Score: Raw -4059967.773177 + Penalty 3454.253559 = -4056513.519618
  nChanged 8
		SP:Iteration 245Q (69323.780000 sec): 3 clusters
  Score: Raw -4059969.972744 + Penalty 3454.253559 = -4056515.719185
  nChanged 17
		SP:Iteration 246Q (69324.210000 sec): 3 clusters
  Score: Raw -4059974.521898 + Penalty 3454.253559 = -4056520.268339
  nChanged 18
		SP:Iteration 247Q (69324.630000 sec): 3 clusters
  Score: Raw -4059979.344547 + Penalty 3454.253559 = -4056525.090988
  nChanged 17
		SP:Iteration 248Q (69325.060000 sec): 3 clusters
  Score: Raw -4059983.813764 + Penalty 3454.253559 = -4056529.560205
  nChanged 9
		SP:Iteration 249Q (69325.460000 sec): 3 clusters
  Score: Raw -4059985.239498 + Penalty 3454.253559 = -4056530.985938
  nChanged 6
		SP:Iteration 250Q (69325.870000 sec): 3 clusters
  Score: Raw -4059986.290945 + Penalty 3454.253559 = -4056532.037386
  nChanged 5
		SP:Iteration 251Q (69326.250000 sec): 3 clusters
  Score: Raw -4059987.178109 + Penalty 3454.253559 = -4056532.924550
  nChanged 2
		SP:Iteration 252Q (69326.680000 sec): 3 clusters
  Score: Raw -4059987.439757 + Penalty 3454.253559 = -4056533.186198
  nChanged 2
		SP:Iteration 253Q (69327.150000 sec): 3 clusters
  Score: Raw -4059987.664195 + Penalty 3454.253559 = -4056533.410635
  nChanged 2
		SP:Iteration 254Q (69327.620000 sec): 3 clusters
  Score: Raw -4059988.111365 + Penalty 3454.253559 = -4056533.857805
  nChanged 2
		SP:Iteration 255Q (69328.030000 sec): 3 clusters
  Score: Raw -4059988.590594 + Penalty 3454.253559 = -4056534.337034
  nChanged 1
		SP:Iteration 256Q (69328.370000 sec): 3 clusters
  Score: Raw -4059988.694347 + Penalty 3454.253559 = -4056534.440787
  nChanged 2
		SP:Iteration 257Q (69328.740000 sec): 3 clusters
  Score: Raw -4059988.989801 + Penalty 3454.253559 = -4056534.736242
  nChanged 1
		SP:Iteration 258Q (69329.050000 sec): 3 clusters
  Score: Raw -4059989.056305 + Penalty 3454.253559 = -4056534.802746
  nChanged 0
		SP:Iteration 259F (69329.510000 sec): 3 clusters
  Score: Raw -4059989.056305 + Penalty 3454.253559 = -4056534.802746
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69329.700000 sec): 2 clusters
  Score: Raw -1596076.499691 + Penalty 1566.813294 = -1594509.686397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69329.910000 sec): 3 clusters
  Score: Raw -1586909.659283 + Penalty 3133.626588 = -1583776.032694
  nChanged 6915
		SP:Iteration 1F (69330.150000 sec): 3 clusters
  Score: Raw -1590638.959002 + Penalty 3133.626588 = -1587505.332414
  nChanged 852
		SP:Iteration 2F (69330.420000 sec): 3 clusters
  Score: Raw -1590975.887920 + Penalty 3133.626588 = -1587842.261332
  nChanged 786
		SP:Iteration 3F (69330.670000 sec): 3 clusters
  Score: Raw -1591336.518264 + Penalty 3133.626588 = -1588202.891676
  nChanged 819
		SP:Iteration 4F (69330.960000 sec): 3 clusters
  Score: Raw -1591807.798455 + Penalty 3133.626588 = -1588674.171867
  nChanged 893
		SP:Iteration 5F (69331.210000 sec): 3 clusters
  Score: Raw -1592400.917736 + Penalty 3133.626588 = -1589267.291148
  nChanged 1018
		SP:Iteration 6F (69331.430000 sec): 3 clusters
  Score: Raw -1593085.155343 + Penalty 3133.626588 = -1589951.528755
  nChanged 973
		SP:Iteration 7F (69331.640000 sec): 3 clusters
  Score: Raw -1593737.430419 + Penalty 3133.626588 = -1590603.803831
  nChanged 871
		SP:Iteration 8F (69331.870000 sec): 3 clusters
  Score: Raw -1594267.749948 + Penalty 3133.626588 = -1591134.123359
  nChanged 714
		SP:Iteration 9Q (69332.130000 sec): 3 clusters
  Score: Raw -1594655.278812 + Penalty 3133.626588 = -1591521.652224
  nChanged 613
		SP:Iteration 10Q (69332.410000 sec): 3 clusters
  Score: Raw -1594986.734050 + Penalty 3133.626588 = -1591853.107462
  nChanged 512
		SP:Iteration 11Q (69332.670000 sec): 3 clusters
  Score: Raw -1595291.964522 + Penalty 3133.626588 = -1592158.337934
  nChanged 469
		SP:Iteration 12Q (69332.910000 sec): 3 clusters
  Score: Raw -1595572.398521 + Penalty 3133.626588 = -1592438.771932
  nChanged 428
		SP:Iteration 13Q (69333.200000 sec): 3 clusters
  Score: Raw -1595792.446404 + Penalty 3133.626588 = -1592658.819815
  nChanged 393
		SP:Iteration 14Q (69333.470000 sec): 3 clusters
  Score: Raw -1595979.415658 + Penalty 3133.626588 = -1592845.789070
  nChanged 343
		SP:Iteration 15Q (69333.730000 sec): 3 clusters
  Score: Raw -1596108.950984 + Penalty 3133.626588 = -1592975.324396
  nChanged 263
		SP:Iteration 16Q (69334.020000 sec): 3 clusters
  Score: Raw -1596197.236217 + Penalty 3133.626588 = -1593063.609629
  nChanged 210
		SP:Iteration 17Q (69334.260000 sec): 3 clusters
  Score: Raw -1596256.187615 + Penalty 3133.626588 = -1593122.561026
  nChanged 158
		SP:Iteration 18Q (69334.500000 sec): 3 clusters
  Score: Raw -1596297.496081 + Penalty 3133.626588 = -1593163.869493
  nChanged 126
		SP:Iteration 19Q (69334.750000 sec): 3 clusters
  Score: Raw -1596323.629395 + Penalty 3133.626588 = -1593190.002806
  nChanged 96
		SP:Iteration 20F (69335.000000 sec): 3 clusters
  Score: Raw -1596338.985812 + Penalty 3133.626588 = -1593205.359223
  nChanged 78
		SP:Iteration 21Q (69335.280000 sec): 3 clusters
  Score: Raw -1596353.112472 + Penalty 3133.626588 = -1593219.485884
  nChanged 68
		SP:Iteration 22Q (69335.550000 sec): 3 clusters
  Score: Raw -1596362.619452 + Penalty 3133.626588 = -1593228.992864
  nChanged 45
		SP:Iteration 23Q (69335.800000 sec): 3 clusters
  Score: Raw -1596368.060254 + Penalty 3133.626588 = -1593234.433666
  nChanged 38
		SP:Iteration 24Q (69336.090000 sec): 3 clusters
  Score: Raw -1596372.380189 + Penalty 3133.626588 = -1593238.753601
  nChanged 34
		SP:Iteration 25Q (69336.340000 sec): 3 clusters
  Score: Raw -1596376.628442 + Penalty 3133.626588 = -1593243.001854
  nChanged 23
		SP:Iteration 26Q (69336.580000 sec): 3 clusters
  Score: Raw -1596379.355079 + Penalty 3133.626588 = -1593245.728491
  nChanged 20
		SP:Iteration 27Q (69336.830000 sec): 3 clusters
  Score: Raw -1596381.473820 + Penalty 3133.626588 = -1593247.847232
  nChanged 19
		SP:Iteration 28Q (69337.090000 sec): 3 clusters
  Score: Raw -1596383.302759 + Penalty 3133.626588 = -1593249.676171
  nChanged 12
		SP:Iteration 29Q (69337.360000 sec): 3 clusters
  Score: Raw -1596384.046838 + Penalty 3133.626588 = -1593250.420249
  nChanged 10
		SP:Iteration 30Q (69337.570000 sec): 3 clusters
  Score: Raw -1596384.813277 + Penalty 3133.626588 = -1593251.186689
  nChanged 5
		SP:Iteration 31Q (69337.790000 sec): 3 clusters
  Score: Raw -1596385.208969 + Penalty 3133.626588 = -1593251.582380
  nChanged 6
		SP:Iteration 32Q (69338.040000 sec): 3 clusters
  Score: Raw -1596385.574064 + Penalty 3133.626588 = -1593251.947476
  nChanged 2
		SP:Iteration 33Q (69338.310000 sec): 3 clusters
  Score: Raw -1596385.644416 + Penalty 3133.626588 = -1593252.017828
  nChanged 1
		SP:Iteration 34Q (69338.570000 sec): 3 clusters
  Score: Raw -1596385.777836 + Penalty 3133.626588 = -1593252.151247
  nChanged 2
		SP:Iteration 35Q (69338.850000 sec): 3 clusters
  Score: Raw -1596385.893307 + Penalty 3133.626588 = -1593252.266718
  nChanged 1
		SP:Iteration 36Q (69339.090000 sec): 3 clusters
  Score: Raw -1596385.972376 + Penalty 3133.626588 = -1593252.345788
  nChanged 2
		SP:Iteration 37Q (69339.340000 sec): 3 clusters
  Score: Raw -1596386.077493 + Penalty 3133.626588 = -1593252.450905
  nChanged 0
		SP:Iteration 38F (69339.620000 sec): 3 clusters
  Score: Raw -1596386.077493 + Penalty 3133.626588 = -1593252.450905
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69339.910000 sec): 2 clusters
  Score: Raw -5345873.638433 + Penalty 1757.477806 = -5344116.160627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69340.300000 sec): 3 clusters
  Score: Raw -5314245.246030 + Penalty 3514.955612 = -5310730.290418
  nChanged 23383
		SP:Iteration 1F (69340.700000 sec): 3 clusters
  Score: Raw -5327785.093605 + Penalty 3514.955612 = -5324270.137992
  nChanged 2284
		SP:Iteration 2Q (69341.210000 sec): 3 clusters
  Score: Raw -5328600.671295 + Penalty 3514.955612 = -5325085.715682
  nChanged 2490
		SP:Iteration 3F (69341.690000 sec): 3 clusters
  Score: Raw -5329627.428766 + Penalty 3514.955612 = -5326112.473153
  nChanged 2816
		SP:Iteration 4F (69342.220000 sec): 3 clusters
  Score: Raw -5331047.925440 + Penalty 3514.955612 = -5327532.969827
  nChanged 3138
		SP:Iteration 5F (69342.620000 sec): 3 clusters
  Score: Raw -5332903.166533 + Penalty 3514.955612 = -5329388.210920
  nChanged 3334
		SP:Iteration 6F (69343.150000 sec): 3 clusters
  Score: Raw -5335226.967968 + Penalty 3514.955612 = -5331712.012356
  nChanged 3225
		SP:Iteration 7F (69343.650000 sec): 3 clusters
  Score: Raw -5337796.368477 + Penalty 3514.955612 = -5334281.412864
  nChanged 2692
		SP:Iteration 8F (69344.150000 sec): 3 clusters
  Score: Raw -5340133.165031 + Penalty 3514.955612 = -5336618.209419
  nChanged 2035
		SP:Iteration 9Q (69344.580000 sec): 3 clusters
  Score: Raw -5342066.615108 + Penalty 3514.955612 = -5338551.659496
  nChanged 1417
		SP:Iteration 10Q (69345.050000 sec): 3 clusters
  Score: Raw -5343245.131372 + Penalty 3514.955612 = -5339730.175760
  nChanged 975
		SP:Iteration 11Q (69345.520000 sec): 3 clusters
  Score: Raw -5343914.862909 + Penalty 3514.955612 = -5340399.907296
  nChanged 682
		SP:Iteration 12Q (69346.040000 sec): 3 clusters
  Score: Raw -5344339.376244 + Penalty 3514.955612 = -5340824.420631
  nChanged 548
		SP:Iteration 13Q (69346.510000 sec): 3 clusters
  Score: Raw -5344634.717041 + Penalty 3514.955612 = -5341119.761428
  nChanged 450
		SP:Iteration 14Q (69346.890000 sec): 3 clusters
  Score: Raw -5344846.898868 + Penalty 3514.955612 = -5341331.943255
  nChanged 356
		SP:Iteration 15Q (69347.340000 sec): 3 clusters
  Score: Raw -5345013.311328 + Penalty 3514.955612 = -5341498.355716
  nChanged 330
		SP:Iteration 16Q (69347.850000 sec): 3 clusters
  Score: Raw -5345177.678899 + Penalty 3514.955612 = -5341662.723286
  nChanged 309
		SP:Iteration 17Q (69348.380000 sec): 3 clusters
  Score: Raw -5345332.050953 + Penalty 3514.955612 = -5341817.095340
  nChanged 268
		SP:Iteration 18Q (69348.870000 sec): 3 clusters
  Score: Raw -5345463.794494 + Penalty 3514.955612 = -5341948.838881
  nChanged 214
		SP:Iteration 19Q (69349.300000 sec): 3 clusters
  Score: Raw -5345569.429806 + Penalty 3514.955612 = -5342054.474194
  nChanged 173
		SP:Iteration 20F (69349.750000 sec): 3 clusters
  Score: Raw -5345652.287390 + Penalty 3514.955612 = -5342137.331777
  nChanged 141
		SP:Iteration 21Q (69350.280000 sec): 3 clusters
  Score: Raw -5345716.012541 + Penalty 3514.955612 = -5342201.056929
  nChanged 121
		SP:Iteration 22Q (69350.750000 sec): 3 clusters
  Score: Raw -5345770.182227 + Penalty 3514.955612 = -5342255.226615
  nChanged 92
		SP:Iteration 23Q (69351.190000 sec): 3 clusters
  Score: Raw -5345807.841267 + Penalty 3514.955612 = -5342292.885654
  nChanged 81
		SP:Iteration 24Q (69351.580000 sec): 3 clusters
  Score: Raw -5345843.199313 + Penalty 3514.955612 = -5342328.243700
  nChanged 73
		SP:Iteration 25Q (69351.990000 sec): 3 clusters
  Score: Raw -5345875.135891 + Penalty 3514.955612 = -5342360.180278
  nChanged 59
		SP:Iteration 26Q (69352.460000 sec): 3 clusters
  Score: Raw -5345903.309991 + Penalty 3514.955612 = -5342388.354379
  nChanged 59
		SP:Iteration 27Q (69352.900000 sec): 3 clusters
  Score: Raw -5345933.102858 + Penalty 3514.955612 = -5342418.147246
  nChanged 57
		SP:Iteration 28Q (69353.390000 sec): 3 clusters
  Score: Raw -5345959.581914 + Penalty 3514.955612 = -5342444.626302
  nChanged 39
		SP:Iteration 29Q (69353.770000 sec): 3 clusters
  Score: Raw -5345974.877476 + Penalty 3514.955612 = -5342459.921863
  nChanged 32
		SP:Iteration 30Q (69354.150000 sec): 3 clusters
  Score: Raw -5345991.747477 + Penalty 3514.955612 = -5342476.791865
  nChanged 34
		SP:Iteration 31Q (69354.590000 sec): 3 clusters
  Score: Raw -5346012.484731 + Penalty 3514.955612 = -5342497.529119
  nChanged 32
		SP:Iteration 32Q (69355.020000 sec): 3 clusters
  Score: Raw -5346027.891308 + Penalty 3514.955612 = -5342512.935695
  nChanged 29
		SP:Iteration 33Q (69355.460000 sec): 3 clusters
  Score: Raw -5346044.284360 + Penalty 3514.955612 = -5342529.328748
  nChanged 29
		SP:Iteration 34Q (69355.800000 sec): 3 clusters
  Score: Raw -5346057.444770 + Penalty 3514.955612 = -5342542.489158
  nChanged 21
		SP:Iteration 35Q (69356.240000 sec): 3 clusters
  Score: Raw -5346068.257806 + Penalty 3514.955612 = -5342553.302194
  nChanged 17
		SP:Iteration 36Q (69356.690000 sec): 3 clusters
  Score: Raw -5346078.104389 + Penalty 3514.955612 = -5342563.148777
  nChanged 19
		SP:Iteration 37Q (69357.150000 sec): 3 clusters
  Score: Raw -5346086.535033 + Penalty 3514.955612 = -5342571.579421
  nChanged 9
		SP:Iteration 38Q (69357.580000 sec): 3 clusters
  Score: Raw -5346089.674382 + Penalty 3514.955612 = -5342574.718770
  nChanged 3
		SP:Iteration 39Q (69358.050000 sec): 3 clusters
  Score: Raw -5346091.111324 + Penalty 3514.955612 = -5342576.155711
  nChanged 2
		SP:Iteration 40F (69358.390000 sec): 3 clusters
  Score: Raw -5346091.811024 + Penalty 3514.955612 = -5342576.855411
  nChanged 2
		SP:Iteration 41Q (69358.780000 sec): 3 clusters
  Score: Raw -5346092.519572 + Penalty 3514.955612 = -5342577.563960
  nChanged 1
		SP:Iteration 42Q (69359.280000 sec): 3 clusters
  Score: Raw -5346092.963949 + Penalty 3514.955612 = -5342578.008336
  nChanged 1
		SP:Iteration 43Q (69359.770000 sec): 3 clusters
  Score: Raw -5346093.314763 + Penalty 3514.955612 = -5342578.359151
  nChanged 0
		SP:Iteration 44F (69360.260000 sec): 3 clusters
  Score: Raw -5346093.314763 + Penalty 3514.955612 = -5342578.359151
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69360.380000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69360.560000 sec): 3 clusters
  Score: Raw -302598.829385 + Penalty 2615.232591 = -299983.596794
  nChanged 1185
		SP:Iteration 1F (69360.760000 sec): 3 clusters
  Score: Raw -303380.500333 + Penalty 2615.232591 = -300765.267742
  nChanged 284
		SP:Iteration 2F (69360.910000 sec): 3 clusters
  Score: Raw -303629.632669 + Penalty 2615.232591 = -301014.400077
  nChanged 229
		SP:Iteration 3F (69361.080000 sec): 3 clusters
  Score: Raw -303851.330138 + Penalty 2615.232591 = -301236.097547
  nChanged 218
		SP:Iteration 4F (69361.270000 sec): 3 clusters
  Score: Raw -304070.753662 + Penalty 2615.232591 = -301455.521071
  nChanged 181
		SP:Iteration 5F (69361.410000 sec): 3 clusters
  Score: Raw -304252.443058 + Penalty 2615.232591 = -301637.210467
  nChanged 138
		SP:Iteration 6Q (69361.570000 sec): 3 clusters
  Score: Raw -304395.515833 + Penalty 2615.232591 = -301780.283242
  nChanged 122
		SP:Iteration 7Q (69361.730000 sec): 3 clusters
  Score: Raw -304502.972856 + Penalty 2615.232591 = -301887.740265
  nChanged 97
		SP:Iteration 8Q (69361.890000 sec): 3 clusters
  Score: Raw -304602.241566 + Penalty 2615.232591 = -301987.008975
  nChanged 95
		SP:Iteration 9Q (69362.050000 sec): 3 clusters
  Score: Raw -304699.155926 + Penalty 2615.232591 = -302083.923335
  nChanged 84
		SP:Iteration 10Q (69362.210000 sec): 3 clusters
  Score: Raw -304794.254234 + Penalty 2615.232591 = -302179.021643
  nChanged 64
		SP:Iteration 11Q (69362.370000 sec): 3 clusters
  Score: Raw -304850.426938 + Penalty 2615.232591 = -302235.194347
  nChanged 56
		SP:Iteration 12Q (69362.530000 sec): 3 clusters
  Score: Raw -304893.995925 + Penalty 2615.232591 = -302278.763334
  nChanged 40
		SP:Iteration 13Q (69362.690000 sec): 3 clusters
  Score: Raw -304917.053105 + Penalty 2615.232591 = -302301.820514
  nChanged 28
		SP:Iteration 14Q (69362.850000 sec): 3 clusters
  Score: Raw -304939.699806 + Penalty 2615.232591 = -302324.467215
  nChanged 32
		SP:Iteration 15Q (69363.010000 sec): 3 clusters
  Score: Raw -304959.259855 + Penalty 2615.232591 = -302344.027264
  nChanged 30
		SP:Iteration 16Q (69363.170000 sec): 3 clusters
  Score: Raw -304975.257968 + Penalty 2615.232591 = -302360.025377
  nChanged 20
		SP:Iteration 17Q (69363.330000 sec): 3 clusters
  Score: Raw -304986.972684 + Penalty 2615.232591 = -302371.740093
  nChanged 22
		SP:Iteration 18Q (69363.490000 sec): 3 clusters
  Score: Raw -304995.672719 + Penalty 2615.232591 = -302380.440128
  nChanged 20
		SP:Iteration 19Q (69363.650000 sec): 3 clusters
  Score: Raw -305003.098604 + Penalty 2615.232591 = -302387.866012
  nChanged 15
		SP:Iteration 20F (69363.810000 sec): 3 clusters
  Score: Raw -305009.862233 + Penalty 2615.232591 = -302394.629642
  nChanged 11
		SP:Iteration 21Q (69363.970000 sec): 3 clusters
  Score: Raw -305013.073866 + Penalty 2615.232591 = -302397.841275
  nChanged 5
		SP:Iteration 22Q (69364.160000 sec): 3 clusters
  Score: Raw -305014.697785 + Penalty 2615.232591 = -302399.465194
  nChanged 8
		SP:Iteration 23Q (69364.300000 sec): 3 clusters
  Score: Raw -305016.581956 + Penalty 2615.232591 = -302401.349365
  nChanged 3
		SP:Iteration 24Q (69364.450000 sec): 3 clusters
  Score: Raw -305017.122728 + Penalty 2615.232591 = -302401.890137
  nChanged 1
		SP:Iteration 25Q (69364.590000 sec): 3 clusters
  Score: Raw -305017.272766 + Penalty 2615.232591 = -302402.040175
  nChanged 0
		SP:Iteration 26F (69364.830000 sec): 3 clusters
  Score: Raw -305017.272766 + Penalty 2615.232591 = -302402.040175
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69364.930000 sec): 2 clusters
  Score: Raw -357913.349616 + Penalty 1328.846321 = -356584.503295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69365.100000 sec): 3 clusters
  Score: Raw -356207.082679 + Penalty 2657.692643 = -353549.390036
  nChanged 1349
		SP:Iteration 1F (69365.220000 sec): 3 clusters
  Score: Raw -357081.244909 + Penalty 2657.692643 = -354423.552267
  nChanged 351
		SP:Iteration 2F (69365.380000 sec): 3 clusters
  Score: Raw -357430.026371 + Penalty 2657.692643 = -354772.333728
  nChanged 309
		SP:Iteration 3F (69365.540000 sec): 3 clusters
  Score: Raw -357795.565164 + Penalty 2657.692643 = -355137.872521
  nChanged 309
		SP:Iteration 4F (69365.700000 sec): 3 clusters
  Score: Raw -358169.355863 + Penalty 2657.692643 = -355511.663220
  nChanged 274
		SP:Iteration 5F (69365.860000 sec): 3 clusters
  Score: Raw -358455.299600 + Penalty 2657.692643 = -355797.606958
  nChanged 190
		SP:Iteration 6F (69366.020000 sec): 3 clusters
  Score: Raw -358633.598913 + Penalty 2657.692643 = -355975.906270
  nChanged 133
		SP:Iteration 7Q (69366.180000 sec): 3 clusters
  Score: Raw -358738.032409 + Penalty 2657.692643 = -356080.339766
  nChanged 85
		SP:Iteration 8Q (69366.340000 sec): 3 clusters
  Score: Raw -358783.473637 + Penalty 2657.692643 = -356125.780994
  nChanged 38
		SP:Iteration 9Q (69366.500000 sec): 3 clusters
  Score: Raw -358800.676441 + Penalty 2657.692643 = -356142.983798
  nChanged 29
		SP:Iteration 10Q (69366.660000 sec): 3 clusters
  Score: Raw -358814.149508 + Penalty 2657.692643 = -356156.456865
  nChanged 19
		SP:Iteration 11Q (69366.830000 sec): 3 clusters
  Score: Raw -358826.612799 + Penalty 2657.692643 = -356168.920156
  nChanged 16
		SP:Iteration 12Q (69366.990000 sec): 3 clusters
  Score: Raw -358835.095977 + Penalty 2657.692643 = -356177.403334
  nChanged 26
		SP:Iteration 13Q (69367.140000 sec): 3 clusters
  Score: Raw -358844.583553 + Penalty 2657.692643 = -356186.890910
  nChanged 17
		SP:Iteration 14Q (69367.280000 sec): 3 clusters
  Score: Raw -358851.464821 + Penalty 2657.692643 = -356193.772178
  nChanged 13
		SP:Iteration 15Q (69367.420000 sec): 3 clusters
  Score: Raw -358856.812121 + Penalty 2657.692643 = -356199.119478
  nChanged 9
		SP:Iteration 16Q (69367.590000 sec): 3 clusters
  Score: Raw -358861.143985 + Penalty 2657.692643 = -356203.451342
  nChanged 12
		SP:Iteration 17Q (69367.780000 sec): 3 clusters
  Score: Raw -358864.996885 + Penalty 2657.692643 = -356207.304242
  nChanged 5
		SP:Iteration 18Q (69367.960000 sec): 3 clusters
  Score: Raw -358866.445743 + Penalty 2657.692643 = -356208.753100
  nChanged 8
		SP:Iteration 19Q (69368.120000 sec): 3 clusters
  Score: Raw -358868.367170 + Penalty 2657.692643 = -356210.674527
  nChanged 10
		SP:Iteration 20F (69368.290000 sec): 3 clusters
  Score: Raw -358870.361769 + Penalty 2657.692643 = -356212.669126
  nChanged 6
		SP:Iteration 21Q (69368.440000 sec): 3 clusters
  Score: Raw -358872.702235 + Penalty 2657.692643 = -356215.009592
  nChanged 4
		SP:Iteration 22Q (69368.640000 sec): 3 clusters
  Score: Raw -358874.272050 + Penalty 2657.692643 = -356216.579407
  nChanged 0
		SP:Iteration 23F (69368.770000 sec): 3 clusters
  Score: Raw -358874.272050 + Penalty 2657.692643 = -356216.579407
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (107955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69369.350000 sec): 2 clusters
  Score: Raw -11094229.075659 + Penalty 1883.288835 = -11092345.786824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69370.290000 sec): 3 clusters
  Score: Raw -11023972.002763 + Penalty 3766.577670 = -11020205.425093
  nChanged 51770
		SP:Iteration 1F (69371.240000 sec): 3 clusters
  Score: Raw -11055412.912567 + Penalty 3766.577670 = -11051646.334897
  nChanged 4480
		SP:Iteration 2Q (69372.090000 sec): 3 clusters
  Score: Raw -11057153.463555 + Penalty 3766.577670 = -11053386.885886
  nChanged 5118
		SP:Iteration 3Q (69373.130000 sec): 3 clusters
  Score: Raw -11059498.305817 + Penalty 3766.577670 = -11055731.728148
  nChanged 5837
		SP:Iteration 4F (69373.860000 sec): 3 clusters
  Score: Raw -11062439.358359 + Penalty 3766.577670 = -11058672.780689
  nChanged 6355
		SP:Iteration 5F (69374.860000 sec): 3 clusters
  Score: Raw -11066147.363235 + Penalty 3766.577670 = -11062380.785565
  nChanged 6677
		SP:Iteration 6F (69375.670000 sec): 3 clusters
  Score: Raw -11070647.241612 + Penalty 3766.577670 = -11066880.663942
  nChanged 6418
		SP:Iteration 7F (69376.670000 sec): 3 clusters
  Score: Raw -11075583.618390 + Penalty 3766.577670 = -11071817.040721
  nChanged 5686
		SP:Iteration 8F (69377.610000 sec): 3 clusters
  Score: Raw -11079657.160448 + Penalty 3766.577670 = -11075890.582778
  nChanged 4226
		SP:Iteration 9Q (69378.450000 sec): 3 clusters
  Score: Raw -11081855.797874 + Penalty 3766.577670 = -11078089.220204
  nChanged 2963
		SP:Iteration 10Q (69379.480000 sec): 3 clusters
  Score: Raw -11083112.671645 + Penalty 3766.577670 = -11079346.093975
  nChanged 2372
		SP:Iteration 11Q (69380.270000 sec): 3 clusters
  Score: Raw -11084093.864571 + Penalty 3766.577670 = -11080327.286901
  nChanged 2253
		SP:Iteration 12Q (69381.330000 sec): 3 clusters
  Score: Raw -11085071.875112 + Penalty 3766.577670 = -11081305.297442
  nChanged 2297
		SP:Iteration 13Q (69382.240000 sec): 3 clusters
  Score: Raw -11086149.459580 + Penalty 3766.577670 = -11082382.881910
  nChanged 2288
		SP:Iteration 14Q (69383.220000 sec): 3 clusters
  Score: Raw -11087279.186086 + Penalty 3766.577670 = -11083512.608416
  nChanged 2239
		SP:Iteration 15Q (69384.150000 sec): 3 clusters
  Score: Raw -11088453.923444 + Penalty 3766.577670 = -11084687.345775
  nChanged 2100
		SP:Iteration 16Q (69385.110000 sec): 3 clusters
  Score: Raw -11089592.939182 + Penalty 3766.577670 = -11085826.361512
  nChanged 1936
		SP:Iteration 17Q (69386.010000 sec): 3 clusters
  Score: Raw -11090648.546122 + Penalty 3766.577670 = -11086881.968453
  nChanged 1671
		SP:Iteration 18Q (69386.850000 sec): 3 clusters
  Score: Raw -11091551.643048 + Penalty 3766.577670 = -11087785.065379
  nChanged 1448
		SP:Iteration 19Q (69387.730000 sec): 3 clusters
  Score: Raw -11092322.730644 + Penalty 3766.577670 = -11088556.152975
  nChanged 1268
		SP:Iteration 20F (69388.520000 sec): 3 clusters
  Score: Raw -11092971.914049 + Penalty 3766.577670 = -11089205.336380
  nChanged 1088
		SP:Iteration 21Q (69389.450000 sec): 3 clusters
  Score: Raw -11093511.601454 + Penalty 3766.577670 = -11089745.023784
  nChanged 914
		SP:Iteration 22Q (69390.110000 sec): 3 clusters
  Score: Raw -11093926.858149 + Penalty 3766.577670 = -11090160.280479
  nChanged 735
		SP:Iteration 23Q (69391.020000 sec): 3 clusters
  Score: Raw -11094241.666077 + Penalty 3766.577670 = -11090475.088407
  nChanged 601
		SP:Iteration 24Q (69391.950000 sec): 3 clusters
  Score: Raw -11094472.136704 + Penalty 3766.577670 = -11090705.559035
  nChanged 497
		SP:Iteration 25Q (69392.690000 sec): 3 clusters
  Score: Raw -11094652.754012 + Penalty 3766.577670 = -11090886.176342
  nChanged 429
		SP:Iteration 26Q (69393.560000 sec): 3 clusters
  Score: Raw -11094793.447766 + Penalty 3766.577670 = -11091026.870096
  nChanged 370
		SP:Iteration 27Q (69394.300000 sec): 3 clusters
  Score: Raw -11094906.373411 + Penalty 3766.577670 = -11091139.795741
  nChanged 301
		SP:Iteration 28Q (69395.150000 sec): 3 clusters
  Score: Raw -11094994.012622 + Penalty 3766.577670 = -11091227.434953
  nChanged 282
		SP:Iteration 29Q (69396.000000 sec): 3 clusters
  Score: Raw -11095078.555300 + Penalty 3766.577670 = -11091311.977631
  nChanged 225
		SP:Iteration 30Q (69396.750000 sec): 3 clusters
  Score: Raw -11095142.050426 + Penalty 3766.577670 = -11091375.472756
  nChanged 174
		SP:Iteration 31Q (69397.630000 sec): 3 clusters
  Score: Raw -11095186.035391 + Penalty 3766.577670 = -11091419.457721
  nChanged 137
		SP:Iteration 32Q (69398.430000 sec): 3 clusters
  Score: Raw -11095215.835194 + Penalty 3766.577670 = -11091449.257524
  nChanged 133
		SP:Iteration 33Q (69399.300000 sec): 3 clusters
  Score: Raw -11095242.996930 + Penalty 3766.577670 = -11091476.419261
  nChanged 122
		SP:Iteration 34Q (69400.180000 sec): 3 clusters
  Score: Raw -11095266.500422 + Penalty 3766.577670 = -11091499.922753
  nChanged 88
		SP:Iteration 35Q (69400.990000 sec): 3 clusters
  Score: Raw -11095282.161043 + Penalty 3766.577670 = -11091515.583373
  nChanged 84
		SP:Iteration 36Q (69401.800000 sec): 3 clusters
  Score: Raw -11095298.586555 + Penalty 3766.577670 = -11091532.008885
  nChanged 92
		SP:Iteration 37Q (69402.500000 sec): 3 clusters
  Score: Raw -11095318.944950 + Penalty 3766.577670 = -11091552.367281
  nChanged 85
		SP:Iteration 38Q (69403.400000 sec): 3 clusters
  Score: Raw -11095335.418536 + Penalty 3766.577670 = -11091568.840866
  nChanged 68
		SP:Iteration 39Q (69404.220000 sec): 3 clusters
  Score: Raw -11095349.953008 + Penalty 3766.577670 = -11091583.375338
  nChanged 70
		SP:Iteration 40F (69404.940000 sec): 3 clusters
  Score: Raw -11095365.059098 + Penalty 3766.577670 = -11091598.481429
  nChanged 54
		SP:Iteration 41Q (69405.760000 sec): 3 clusters
  Score: Raw -11095374.768799 + Penalty 3766.577670 = -11091608.191129
  nChanged 43
		SP:Iteration 42Q (69406.540000 sec): 3 clusters
  Score: Raw -11095382.349750 + Penalty 3766.577670 = -11091615.772080
  nChanged 41
		SP:Iteration 43Q (69407.330000 sec): 3 clusters
  Score: Raw -11095389.142719 + Penalty 3766.577670 = -11091622.565049
  nChanged 38
		SP:Iteration 44Q (69408.120000 sec): 3 clusters
  Score: Raw -11095396.516839 + Penalty 3766.577670 = -11091629.939169
  nChanged 36
		SP:Iteration 45Q (69408.820000 sec): 3 clusters
  Score: Raw -11095402.502292 + Penalty 3766.577670 = -11091635.924622
  nChanged 29
		SP:Iteration 46Q (69409.720000 sec): 3 clusters
  Score: Raw -11095407.587774 + Penalty 3766.577670 = -11091641.010104
  nChanged 28
		SP:Iteration 47Q (69410.590000 sec): 3 clusters
  Score: Raw -11095411.871118 + Penalty 3766.577670 = -11091645.293448
  nChanged 23
		SP:Iteration 48Q (69411.260000 sec): 3 clusters
  Score: Raw -11095415.047141 + Penalty 3766.577670 = -11091648.469472
  nChanged 13
		SP:Iteration 49Q (69412.070000 sec): 3 clusters
  Score: Raw -11095416.672378 + Penalty 3766.577670 = -11091650.094708
  nChanged 8
		SP:Iteration 50Q (69412.840000 sec): 3 clusters
  Score: Raw -11095417.775565 + Penalty 3766.577670 = -11091651.197895
  nChanged 6
		SP:Iteration 51Q (69413.640000 sec): 3 clusters
  Score: Raw -11095418.536192 + Penalty 3766.577670 = -11091651.958523
  nChanged 4
		SP:Iteration 52Q (69414.480000 sec): 3 clusters
  Score: Raw -11095418.949439 + Penalty 3766.577670 = -11091652.371769
  nChanged 3
		SP:Iteration 53Q (69415.130000 sec): 3 clusters
  Score: Raw -11095419.496438 + Penalty 3766.577670 = -11091652.918769
  nChanged 5
		SP:Iteration 54Q (69416.010000 sec): 3 clusters
  Score: Raw -11095420.076975 + Penalty 3766.577670 = -11091653.499305
  nChanged 6
		SP:Iteration 55Q (69416.850000 sec): 3 clusters
  Score: Raw -11095421.214932 + Penalty 3766.577670 = -11091654.637262
  nChanged 12
		SP:Iteration 56Q (69417.540000 sec): 3 clusters
  Score: Raw -11095422.707794 + Penalty 3766.577670 = -11091656.130124
  nChanged 5
		SP:Iteration 57Q (69418.380000 sec): 3 clusters
  Score: Raw -11095423.507995 + Penalty 3766.577670 = -11091656.930325
  nChanged 7
		SP:Iteration 58Q (69419.160000 sec): 3 clusters
  Score: Raw -11095424.341288 + Penalty 3766.577670 = -11091657.763619
  nChanged 6
		SP:Iteration 59Q (69419.850000 sec): 3 clusters
  Score: Raw -11095424.968112 + Penalty 3766.577670 = -11091658.390442
  nChanged 4
		SP:Iteration 60F (69420.710000 sec): 3 clusters
  Score: Raw -11095425.378830 + Penalty 3766.577670 = -11091658.801160
  nChanged 4
		SP:Iteration 61Q (69421.520000 sec): 3 clusters
  Score: Raw -11095425.741006 + Penalty 3766.577670 = -11091659.163337
  nChanged 1
		SP:Iteration 62Q (69422.160000 sec): 3 clusters
  Score: Raw -11095426.010484 + Penalty 3766.577670 = -11091659.432815
  nChanged 3
		SP:Iteration 63Q (69423.010000 sec): 3 clusters
  Score: Raw -11095426.261230 + Penalty 3766.577670 = -11091659.683561
  nChanged 2
		SP:Iteration 64Q (69423.830000 sec): 3 clusters
  Score: Raw -11095426.523574 + Penalty 3766.577670 = -11091659.945904
  nChanged 3
		SP:Iteration 65Q (69424.480000 sec): 3 clusters
  Score: Raw -11095426.877878 + Penalty 3766.577670 = -11091660.300208
  nChanged 3
		SP:Iteration 66Q (69425.350000 sec): 3 clusters
  Score: Raw -11095427.216059 + Penalty 3766.577670 = -11091660.638389
  nChanged 4
		SP:Iteration 67Q (69426.220000 sec): 3 clusters
  Score: Raw -11095427.724045 + Penalty 3766.577670 = -11091661.146375
  nChanged 3
		SP:Iteration 68Q (69426.940000 sec): 3 clusters
  Score: Raw -11095428.054466 + Penalty 3766.577670 = -11091661.476796
  nChanged 1
		SP:Iteration 69Q (69427.740000 sec): 3 clusters
  Score: Raw -11095428.135353 + Penalty 3766.577670 = -11091661.557684
  nChanged 0
		SP:Iteration 70F (69428.430000 sec): 3 clusters
  Score: Raw -11095428.135353 + Penalty 3766.577670 = -11091661.557684
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69428.560000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69428.700000 sec): 3 clusters
  Score: Raw -21136.402786 + Penalty 1770.189646 = -19366.213140
  nChanged 34
		SP:Iteration 1F (69428.870000 sec): 3 clusters
  Score: Raw -21227.114872 + Penalty 1770.189646 = -19456.925226
  nChanged 14
		SP:Iteration 2F (69429.010000 sec): 3 clusters
  Score: Raw -21270.284827 + Penalty 1770.189646 = -19500.095181
  nChanged 4
		SP:Iteration 3Q (69429.170000 sec): 3 clusters
  Score: Raw -21285.095400 + Penalty 1770.189646 = -19514.905754
  nChanged 2
		SP:Iteration 4Q (69429.330000 sec): 3 clusters
  Score: Raw -21288.509946 + Penalty 1770.189646 = -19518.320300
  nChanged 1
		SP:Iteration 5Q (69429.490000 sec): 3 clusters
  Score: Raw -21293.131119 + Penalty 1770.189646 = -19522.941473
  nChanged 0
		SP:Iteration 6F (69429.650000 sec): 3 clusters
  Score: Raw -21293.131119 + Penalty 1770.189646 = -19522.941473
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69429.770000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69429.930000 sec): 3 clusters
  Score: Raw -147908.665121 + Penalty 2342.554458 = -145566.110663
  nChanged 453
		SP:Iteration 1F (69430.070000 sec): 3 clusters
  Score: Raw -148242.370790 + Penalty 2342.554458 = -145899.816332
  nChanged 109
		SP:Iteration 2F (69430.200000 sec): 3 clusters
  Score: Raw -148358.984329 + Penalty 2342.554458 = -146016.429871
  nChanged 73
		SP:Iteration 3F (69430.340000 sec): 3 clusters
  Score: Raw -148415.843515 + Penalty 2342.554458 = -146073.289057
  nChanged 34
		SP:Iteration 4Q (69430.480000 sec): 3 clusters
  Score: Raw -148445.552086 + Penalty 2342.554458 = -146102.997628
  nChanged 24
		SP:Iteration 5Q (69430.620000 sec): 3 clusters
  Score: Raw -148467.014794 + Penalty 2342.554458 = -146124.460335
  nChanged 26
		SP:Iteration 6Q (69430.740000 sec): 3 clusters
  Score: Raw -148495.688381 + Penalty 2342.554458 = -146153.133923
  nChanged 39
		SP:Iteration 7Q (69430.890000 sec): 3 clusters
  Score: Raw -148536.557055 + Penalty 2342.554458 = -146194.002597
  nChanged 35
		SP:Iteration 8Q (69431.030000 sec): 3 clusters
  Score: Raw -148577.300314 + Penalty 2342.554458 = -146234.745856
  nChanged 27
		SP:Iteration 9Q (69431.180000 sec): 3 clusters
  Score: Raw -148602.339640 + Penalty 2342.554458 = -146259.785182
  nChanged 23
		SP:Iteration 10Q (69431.370000 sec): 3 clusters
  Score: Raw -148630.598947 + Penalty 2342.554458 = -146288.044489
  nChanged 26
		SP:Iteration 11Q (69431.540000 sec): 3 clusters
  Score: Raw -148662.837684 + Penalty 2342.554458 = -146320.283226
  nChanged 23
		SP:Iteration 12Q (69431.720000 sec): 3 clusters
  Score: Raw -148683.165952 + Penalty 2342.554458 = -146340.611494
  nChanged 19
		SP:Iteration 13Q (69431.880000 sec): 3 clusters
  Score: Raw -148697.368262 + Penalty 2342.554458 = -146354.813804
  nChanged 9
		SP:Iteration 14Q (69432.080000 sec): 3 clusters
  Score: Raw -148710.412223 + Penalty 2342.554458 = -146367.857765
  nChanged 8
		SP:Iteration 15Q (69432.220000 sec): 3 clusters
  Score: Raw -148718.662186 + Penalty 2342.554458 = -146376.107728
  nChanged 13
		SP:Iteration 16Q (69432.360000 sec): 3 clusters
  Score: Raw -148728.347358 + Penalty 2342.554458 = -146385.792900
  nChanged 4
		SP:Iteration 17Q (69432.500000 sec): 3 clusters
  Score: Raw -148732.435851 + Penalty 2342.554458 = -146389.881392
  nChanged 3
		SP:Iteration 18Q (69432.650000 sec): 3 clusters
  Score: Raw -148734.822362 + Penalty 2342.554458 = -146392.267903
  nChanged 4
		SP:Iteration 19Q (69432.790000 sec): 3 clusters
  Score: Raw -148738.851749 + Penalty 2342.554458 = -146396.297291
  nChanged 4
		SP:Iteration 20F (69432.940000 sec): 3 clusters
  Score: Raw -148742.648708 + Penalty 2342.554458 = -146400.094250
  nChanged 3
		SP:Iteration 21Q (69433.100000 sec): 3 clusters
  Score: Raw -148746.474201 + Penalty 2342.554458 = -146403.919743
  nChanged 2
		SP:Iteration 22Q (69433.260000 sec): 3 clusters
  Score: Raw -148747.599799 + Penalty 2342.554458 = -146405.045341
  nChanged 2
		SP:Iteration 23Q (69433.420000 sec): 3 clusters
  Score: Raw -148749.653953 + Penalty 2342.554458 = -146407.099494
  nChanged 3
		SP:Iteration 24Q (69433.580000 sec): 3 clusters
  Score: Raw -148752.142345 + Penalty 2342.554458 = -146409.587887
  nChanged 3
		SP:Iteration 25Q (69433.740000 sec): 3 clusters
  Score: Raw -148754.315715 + Penalty 2342.554458 = -146411.761257
  nChanged 1
		SP:Iteration 26Q (69433.900000 sec): 3 clusters
  Score: Raw -148754.973502 + Penalty 2342.554458 = -146412.419044
  nChanged 0
		SP:Iteration 27F (69434.060000 sec): 3 clusters
  Score: Raw -148754.973502 + Penalty 2342.554458 = -146412.419044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69434.220000 sec): 2 clusters
  Score: Raw -1219526.235651 + Penalty 1524.688062 = -1218001.547590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69434.460000 sec): 3 clusters
  Score: Raw -1212750.098780 + Penalty 3049.376123 = -1209700.722657
  nChanged 5184
		SP:Iteration 1F (69434.690000 sec): 3 clusters
  Score: Raw -1215926.571677 + Penalty 3049.376123 = -1212877.195554
  nChanged 971
		SP:Iteration 2F (69434.900000 sec): 3 clusters
  Score: Raw -1216615.171043 + Penalty 3049.376123 = -1213565.794919
  nChanged 926
		SP:Iteration 3F (69435.180000 sec): 3 clusters
  Score: Raw -1217226.346297 + Penalty 3049.376123 = -1214176.970173
  nChanged 795
		SP:Iteration 4F (69435.440000 sec): 3 clusters
  Score: Raw -1217665.077351 + Penalty 3049.376123 = -1214615.701228
  nChanged 572
		SP:Iteration 5Q (69435.700000 sec): 3 clusters
  Score: Raw -1217934.911634 + Penalty 3049.376123 = -1214885.535510
  nChanged 449
		SP:Iteration 6Q (69435.940000 sec): 3 clusters
  Score: Raw -1218112.658227 + Penalty 3049.376123 = -1215063.282103
  nChanged 345
		SP:Iteration 7Q (69436.210000 sec): 3 clusters
  Score: Raw -1218234.627301 + Penalty 3049.376123 = -1215185.251178
  nChanged 262
		SP:Iteration 8Q (69436.430000 sec): 3 clusters
  Score: Raw -1218314.169758 + Penalty 3049.376123 = -1215264.793634
  nChanged 223
		SP:Iteration 9Q (69436.640000 sec): 3 clusters
  Score: Raw -1218371.709815 + Penalty 3049.376123 = -1215322.333691
  nChanged 167
		SP:Iteration 10Q (69436.870000 sec): 3 clusters
  Score: Raw -1218406.950730 + Penalty 3049.376123 = -1215357.574607
  nChanged 126
		SP:Iteration 11Q (69437.100000 sec): 3 clusters
  Score: Raw -1218432.402348 + Penalty 3049.376123 = -1215383.026225
  nChanged 112
		SP:Iteration 12Q (69437.330000 sec): 3 clusters
  Score: Raw -1218454.400590 + Penalty 3049.376123 = -1215405.024466
  nChanged 106
		SP:Iteration 13Q (69437.580000 sec): 3 clusters
  Score: Raw -1218477.447730 + Penalty 3049.376123 = -1215428.071606
  nChanged 103
		SP:Iteration 14Q (69437.830000 sec): 3 clusters
  Score: Raw -1218499.434929 + Penalty 3049.376123 = -1215450.058805
  nChanged 99
		SP:Iteration 15Q (69438.100000 sec): 3 clusters
  Score: Raw -1218519.686855 + Penalty 3049.376123 = -1215470.310731
  nChanged 106
		SP:Iteration 16Q (69438.300000 sec): 3 clusters
  Score: Raw -1218544.213728 + Penalty 3049.376123 = -1215494.837604
  nChanged 120
		SP:Iteration 17Q (69438.580000 sec): 3 clusters
  Score: Raw -1218571.311137 + Penalty 3049.376123 = -1215521.935013
  nChanged 131
		SP:Iteration 18Q (69438.790000 sec): 3 clusters
  Score: Raw -1218601.034848 + Penalty 3049.376123 = -1215551.658725
  nChanged 120
		SP:Iteration 19Q (69439.050000 sec): 3 clusters
  Score: Raw -1218631.226969 + Penalty 3049.376123 = -1215581.850845
  nChanged 135
		SP:Iteration 20F (69439.230000 sec): 3 clusters
  Score: Raw -1218665.276703 + Penalty 3049.376123 = -1215615.900579
  nChanged 137
		SP:Iteration 21Q (69439.490000 sec): 3 clusters
  Score: Raw -1218702.408473 + Penalty 3049.376123 = -1215653.032349
  nChanged 170
		SP:Iteration 22Q (69439.790000 sec): 3 clusters
  Score: Raw -1218751.824035 + Penalty 3049.376123 = -1215702.447912
  nChanged 171
		SP:Iteration 23Q (69439.970000 sec): 3 clusters
  Score: Raw -1218806.852810 + Penalty 3049.376123 = -1215757.476687
  nChanged 174
		SP:Iteration 24Q (69440.190000 sec): 3 clusters
  Score: Raw -1218863.199385 + Penalty 3049.376123 = -1215813.823262
  nChanged 191
		SP:Iteration 25Q (69440.490000 sec): 3 clusters
  Score: Raw -1218922.640865 + Penalty 3049.376123 = -1215873.264742
  nChanged 206
		SP:Iteration 26Q (69440.750000 sec): 3 clusters
  Score: Raw -1218989.264226 + Penalty 3049.376123 = -1215939.888102
  nChanged 216
		SP:Iteration 27Q (69441.000000 sec): 3 clusters
  Score: Raw -1219059.877316 + Penalty 3049.376123 = -1216010.501193
  nChanged 215
		SP:Iteration 28Q (69441.220000 sec): 3 clusters
  Score: Raw -1219135.115643 + Penalty 3049.376123 = -1216085.739520
  nChanged 242
		SP:Iteration 29Q (69441.470000 sec): 3 clusters
  Score: Raw -1219225.738251 + Penalty 3049.376123 = -1216176.362127
  nChanged 247
		SP:Iteration 30Q (69441.720000 sec): 3 clusters
  Score: Raw -1219324.706036 + Penalty 3049.376123 = -1216275.329913
  nChanged 264
		SP:Iteration 31Q (69441.920000 sec): 3 clusters
  Score: Raw -1219431.853512 + Penalty 3049.376123 = -1216382.477389
  nChanged 259
		SP:Iteration 32Q (69442.200000 sec): 3 clusters
  Score: Raw -1219537.321147 + Penalty 3049.376123 = -1216487.945023
  nChanged 239
		SP:Iteration 33Q (69442.390000 sec): 3 clusters
  Score: Raw -1219627.187526 + Penalty 3049.376123 = -1216577.811402
  nChanged 227
		SP:Iteration 34Q (69442.630000 sec): 3 clusters
  Score: Raw -1219723.778979 + Penalty 3049.376123 = -1216674.402856
  nChanged 233
		SP:Iteration 35Q (69442.960000 sec): 3 clusters
  Score: Raw -1219814.086300 + Penalty 3049.376123 = -1216764.710177
  nChanged 209
		SP:Iteration 36Q (69443.160000 sec): 3 clusters
  Score: Raw -1219886.019316 + Penalty 3049.376123 = -1216836.643193
  nChanged 199
		SP:Iteration 37Q (69443.440000 sec): 3 clusters
  Score: Raw -1219956.369584 + Penalty 3049.376123 = -1216906.993460
  nChanged 164
		SP:Iteration 38Q (69443.640000 sec): 3 clusters
  Score: Raw -1220007.036655 + Penalty 3049.376123 = -1216957.660531
  nChanged 150
		SP:Iteration 39Q (69443.910000 sec): 3 clusters
  Score: Raw -1220052.048034 + Penalty 3049.376123 = -1217002.671911
  nChanged 134
		SP:Iteration 40F (69444.070000 sec): 3 clusters
  Score: Raw -1220089.299548 + Penalty 3049.376123 = -1217039.923424
  nChanged 115
		SP:Iteration 41Q (69444.260000 sec): 3 clusters
  Score: Raw -1220122.964025 + Penalty 3049.376123 = -1217073.587902
  nChanged 117
		SP:Iteration 42Q (69444.500000 sec): 3 clusters
  Score: Raw -1220155.992315 + Penalty 3049.376123 = -1217106.616192
  nChanged 93
		SP:Iteration 43Q (69444.700000 sec): 3 clusters
  Score: Raw -1220182.203053 + Penalty 3049.376123 = -1217132.826930
  nChanged 89
		SP:Iteration 44Q (69444.890000 sec): 3 clusters
  Score: Raw -1220205.946814 + Penalty 3049.376123 = -1217156.570690
  nChanged 70
		SP:Iteration 45Q (69445.160000 sec): 3 clusters
  Score: Raw -1220224.663143 + Penalty 3049.376123 = -1217175.287019
  nChanged 64
		SP:Iteration 46Q (69445.400000 sec): 3 clusters
  Score: Raw -1220239.757292 + Penalty 3049.376123 = -1217190.381169
  nChanged 46
		SP:Iteration 47Q (69445.590000 sec): 3 clusters
  Score: Raw -1220250.251868 + Penalty 3049.376123 = -1217200.875744
  nChanged 37
		SP:Iteration 48Q (69445.780000 sec): 3 clusters
  Score: Raw -1220258.021105 + Penalty 3049.376123 = -1217208.644981
  nChanged 36
		SP:Iteration 49Q (69445.980000 sec): 3 clusters
  Score: Raw -1220265.494569 + Penalty 3049.376123 = -1217216.118446
  nChanged 34
		SP:Iteration 50Q (69446.150000 sec): 3 clusters
  Score: Raw -1220272.224144 + Penalty 3049.376123 = -1217222.848021
  nChanged 35
		SP:Iteration 51Q (69446.430000 sec): 3 clusters
  Score: Raw -1220280.164162 + Penalty 3049.376123 = -1217230.788039
  nChanged 34
		SP:Iteration 52Q (69446.610000 sec): 3 clusters
  Score: Raw -1220286.954313 + Penalty 3049.376123 = -1217237.578189
  nChanged 40
		SP:Iteration 53Q (69446.820000 sec): 3 clusters
  Score: Raw -1220296.027268 + Penalty 3049.376123 = -1217246.651144
  nChanged 36
		SP:Iteration 54Q (69447.050000 sec): 3 clusters
  Score: Raw -1220305.844552 + Penalty 3049.376123 = -1217256.468428
  nChanged 34
		SP:Iteration 55Q (69447.270000 sec): 3 clusters
  Score: Raw -1220314.436859 + Penalty 3049.376123 = -1217265.060736
  nChanged 31
		SP:Iteration 56Q (69447.420000 sec): 3 clusters
  Score: Raw -1220321.069014 + Penalty 3049.376123 = -1217271.692890
  nChanged 33
		SP:Iteration 57Q (69447.600000 sec): 3 clusters
  Score: Raw -1220327.953070 + Penalty 3049.376123 = -1217278.576946
  nChanged 23
		SP:Iteration 58Q (69447.850000 sec): 3 clusters
  Score: Raw -1220332.911647 + Penalty 3049.376123 = -1217283.535524
  nChanged 15
		SP:Iteration 59Q (69448.000000 sec): 3 clusters
  Score: Raw -1220335.945864 + Penalty 3049.376123 = -1217286.569741
  nChanged 12
		SP:Iteration 60F (69448.230000 sec): 3 clusters
  Score: Raw -1220338.325779 + Penalty 3049.376123 = -1217288.949656
  nChanged 14
		SP:Iteration 61Q (69448.410000 sec): 3 clusters
  Score: Raw -1220341.087778 + Penalty 3049.376123 = -1217291.711655
  nChanged 10
		SP:Iteration 62Q (69448.640000 sec): 3 clusters
  Score: Raw -1220343.020775 + Penalty 3049.376123 = -1217293.644652
  nChanged 7
		SP:Iteration 63Q (69448.830000 sec): 3 clusters
  Score: Raw -1220344.687935 + Penalty 3049.376123 = -1217295.311811
  nChanged 6
		SP:Iteration 64Q (69449.020000 sec): 3 clusters
  Score: Raw -1220346.535656 + Penalty 3049.376123 = -1217297.159533
  nChanged 6
		SP:Iteration 65Q (69449.210000 sec): 3 clusters
  Score: Raw -1220347.713397 + Penalty 3049.376123 = -1217298.337273
  nChanged 5
		SP:Iteration 66Q (69449.430000 sec): 3 clusters
  Score: Raw -1220348.416569 + Penalty 3049.376123 = -1217299.040446
  nChanged 2
		SP:Iteration 67Q (69449.670000 sec): 3 clusters
  Score: Raw -1220348.755771 + Penalty 3049.376123 = -1217299.379648
  nChanged 3
		SP:Iteration 68Q (69449.850000 sec): 3 clusters
  Score: Raw -1220349.350804 + Penalty 3049.376123 = -1217299.974680
  nChanged 5
		SP:Iteration 69Q (69450.080000 sec): 3 clusters
  Score: Raw -1220350.439511 + Penalty 3049.376123 = -1217301.063387
  nChanged 6
		SP:Iteration 70Q (69450.250000 sec): 3 clusters
  Score: Raw -1220351.799090 + Penalty 3049.376123 = -1217302.422966
  nChanged 7
		SP:Iteration 71Q (69450.490000 sec): 3 clusters
  Score: Raw -1220353.325846 + Penalty 3049.376123 = -1217303.949722
  nChanged 9
		SP:Iteration 72Q (69450.760000 sec): 3 clusters
  Score: Raw -1220354.781355 + Penalty 3049.376123 = -1217305.405231
  nChanged 4
		SP:Iteration 73Q (69450.970000 sec): 3 clusters
  Score: Raw -1220355.512851 + Penalty 3049.376123 = -1217306.136728
  nChanged 3
		SP:Iteration 74Q (69451.150000 sec): 3 clusters
  Score: Raw -1220355.902006 + Penalty 3049.376123 = -1217306.525883
  nChanged 3
		SP:Iteration 75Q (69451.400000 sec): 3 clusters
  Score: Raw -1220356.316164 + Penalty 3049.376123 = -1217306.940041
  nChanged 3
		SP:Iteration 76Q (69451.610000 sec): 3 clusters
  Score: Raw -1220356.632908 + Penalty 3049.376123 = -1217307.256784
  nChanged 4
		SP:Iteration 77Q (69451.860000 sec): 3 clusters
  Score: Raw -1220357.160576 + Penalty 3049.376123 = -1217307.784452
  nChanged 5
		SP:Iteration 78Q (69452.160000 sec): 3 clusters
  Score: Raw -1220357.919048 + Penalty 3049.376123 = -1217308.542925
  nChanged 4
		SP:Iteration 79Q (69452.410000 sec): 3 clusters
  Score: Raw -1220358.446848 + Penalty 3049.376123 = -1217309.070724
  nChanged 5
		SP:Iteration 80F (69452.630000 sec): 3 clusters
  Score: Raw -1220359.405469 + Penalty 3049.376123 = -1217310.029345
  nChanged 3
		SP:Iteration 81Q (69452.850000 sec): 3 clusters
  Score: Raw -1220360.037448 + Penalty 3049.376123 = -1217310.661325
  nChanged 2
		SP:Iteration 82Q (69453.060000 sec): 3 clusters
  Score: Raw -1220360.362204 + Penalty 3049.376123 = -1217310.986081
  nChanged 3
		SP:Iteration 83Q (69453.280000 sec): 3 clusters
  Score: Raw -1220360.692144 + Penalty 3049.376123 = -1217311.316021
  nChanged 2
		SP:Iteration 84Q (69453.510000 sec): 3 clusters
  Score: Raw -1220360.944063 + Penalty 3049.376123 = -1217311.567940
  nChanged 1
		SP:Iteration 85Q (69453.680000 sec): 3 clusters
  Score: Raw -1220361.017585 + Penalty 3049.376123 = -1217311.641462
  nChanged 0
		SP:Iteration 86F (69453.910000 sec): 3 clusters
  Score: Raw -1220361.017585 + Penalty 3049.376123 = -1217311.641462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69454.110000 sec): 2 clusters
  Score: Raw -1961663.907130 + Penalty 1613.922704 = -1960049.984426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69454.430000 sec): 3 clusters
  Score: Raw -1949379.401266 + Penalty 3227.845408 = -1946151.555858
  nChanged 9243
		SP:Iteration 1F (69454.730000 sec): 3 clusters
  Score: Raw -1955040.338886 + Penalty 3227.845408 = -1951812.493477
  nChanged 1272
		SP:Iteration 2F (69455.040000 sec): 3 clusters
  Score: Raw -1955654.944717 + Penalty 3227.845408 = -1952427.099309
  nChanged 1160
		SP:Iteration 3F (69455.320000 sec): 3 clusters
  Score: Raw -1956187.830541 + Penalty 3227.845408 = -1952959.985133
  nChanged 1060
		SP:Iteration 4F (69455.610000 sec): 3 clusters
  Score: Raw -1956706.264966 + Penalty 3227.845408 = -1953478.419558
  nChanged 1025
		SP:Iteration 5Q (69455.900000 sec): 3 clusters
  Score: Raw -1957273.620188 + Penalty 3227.845408 = -1954045.774779
  nChanged 1068
		SP:Iteration 6F (69456.250000 sec): 3 clusters
  Score: Raw -1957918.121819 + Penalty 3227.845408 = -1954690.276411
  nChanged 1020
		SP:Iteration 7Q (69456.590000 sec): 3 clusters
  Score: Raw -1958564.797931 + Penalty 3227.845408 = -1955336.952523
  nChanged 925
		SP:Iteration 8Q (69456.920000 sec): 3 clusters
  Score: Raw -1959174.114190 + Penalty 3227.845408 = -1955946.268781
  nChanged 815
		SP:Iteration 9Q (69457.230000 sec): 3 clusters
  Score: Raw -1959702.876808 + Penalty 3227.845408 = -1956475.031400
  nChanged 693
		SP:Iteration 10Q (69457.550000 sec): 3 clusters
  Score: Raw -1960115.200920 + Penalty 3227.845408 = -1956887.355512
  nChanged 587
		SP:Iteration 11Q (69457.830000 sec): 3 clusters
  Score: Raw -1960422.587231 + Penalty 3227.845408 = -1957194.741822
  nChanged 487
		SP:Iteration 12Q (69458.120000 sec): 3 clusters
  Score: Raw -1960674.639890 + Penalty 3227.845408 = -1957446.794482
  nChanged 442
		SP:Iteration 13Q (69458.370000 sec): 3 clusters
  Score: Raw -1960910.656252 + Penalty 3227.845408 = -1957682.810843
  nChanged 398
		SP:Iteration 14Q (69458.680000 sec): 3 clusters
  Score: Raw -1961127.562799 + Penalty 3227.845408 = -1957899.717391
  nChanged 351
		SP:Iteration 15Q (69458.990000 sec): 3 clusters
  Score: Raw -1961319.287278 + Penalty 3227.845408 = -1958091.441870
  nChanged 341
		SP:Iteration 16Q (69459.280000 sec): 3 clusters
  Score: Raw -1961521.196288 + Penalty 3227.845408 = -1958293.350880
  nChanged 306
		SP:Iteration 17Q (69459.600000 sec): 3 clusters
  Score: Raw -1961716.973296 + Penalty 3227.845408 = -1958489.127888
  nChanged 264
		SP:Iteration 18Q (69459.880000 sec): 3 clusters
  Score: Raw -1961878.988736 + Penalty 3227.845408 = -1958651.143327
  nChanged 224
		SP:Iteration 19Q (69460.150000 sec): 3 clusters
  Score: Raw -1962029.717361 + Penalty 3227.845408 = -1958801.871953
  nChanged 188
		SP:Iteration 20F (69460.410000 sec): 3 clusters
  Score: Raw -1962175.916353 + Penalty 3227.845408 = -1958948.070945
  nChanged 178
		SP:Iteration 21Q (69460.730000 sec): 3 clusters
  Score: Raw -1962329.963572 + Penalty 3227.845408 = -1959102.118164
  nChanged 155
		SP:Iteration 22Q (69461.050000 sec): 3 clusters
  Score: Raw -1962429.870182 + Penalty 3227.845408 = -1959202.024774
  nChanged 102
		SP:Iteration 23Q (69461.370000 sec): 3 clusters
  Score: Raw -1962482.236884 + Penalty 3227.845408 = -1959254.391475
  nChanged 89
		SP:Iteration 24Q (69461.680000 sec): 3 clusters
  Score: Raw -1962520.545934 + Penalty 3227.845408 = -1959292.700526
  nChanged 70
		SP:Iteration 25Q (69461.950000 sec): 3 clusters
  Score: Raw -1962548.239860 + Penalty 3227.845408 = -1959320.394451
  nChanged 61
		SP:Iteration 26Q (69462.310000 sec): 3 clusters
  Score: Raw -1962566.242566 + Penalty 3227.845408 = -1959338.397158
  nChanged 34
		SP:Iteration 27Q (69462.560000 sec): 3 clusters
  Score: Raw -1962578.162534 + Penalty 3227.845408 = -1959350.317126
  nChanged 27
		SP:Iteration 28Q (69462.840000 sec): 3 clusters
  Score: Raw -1962587.130688 + Penalty 3227.845408 = -1959359.285280
  nChanged 18
		SP:Iteration 29Q (69463.130000 sec): 3 clusters
  Score: Raw -1962591.961538 + Penalty 3227.845408 = -1959364.116130
  nChanged 16
		SP:Iteration 30Q (69463.450000 sec): 3 clusters
  Score: Raw -1962595.625302 + Penalty 3227.845408 = -1959367.779894
  nChanged 13
		SP:Iteration 31Q (69463.750000 sec): 3 clusters
  Score: Raw -1962598.650938 + Penalty 3227.845408 = -1959370.805530
  nChanged 13
		SP:Iteration 32Q (69464.000000 sec): 3 clusters
  Score: Raw -1962601.340414 + Penalty 3227.845408 = -1959373.495006
  nChanged 8
		SP:Iteration 33Q (69464.300000 sec): 3 clusters
  Score: Raw -1962603.613530 + Penalty 3227.845408 = -1959375.768122
  nChanged 9
		SP:Iteration 34Q (69464.590000 sec): 3 clusters
  Score: Raw -1962605.130445 + Penalty 3227.845408 = -1959377.285037
  nChanged 2
		SP:Iteration 35Q (69464.920000 sec): 3 clusters
  Score: Raw -1962605.523700 + Penalty 3227.845408 = -1959377.678292
  nChanged 1
		SP:Iteration 36Q (69465.210000 sec): 3 clusters
  Score: Raw -1962606.067903 + Penalty 3227.845408 = -1959378.222495
  nChanged 2
		SP:Iteration 37Q (69465.520000 sec): 3 clusters
  Score: Raw -1962606.354980 + Penalty 3227.845408 = -1959378.509571
  nChanged 1
		SP:Iteration 38Q (69465.840000 sec): 3 clusters
  Score: Raw -1962606.574092 + Penalty 3227.845408 = -1959378.728684
  nChanged 3
		SP:Iteration 39Q (69466.150000 sec): 3 clusters
  Score: Raw -1962607.191468 + Penalty 3227.845408 = -1959379.346060
  nChanged 5
		SP:Iteration 40F (69466.460000 sec): 3 clusters
  Score: Raw -1962608.393680 + Penalty 3227.845408 = -1959380.548272
  nChanged 5
		SP:Iteration 41Q (69466.720000 sec): 3 clusters
  Score: Raw -1962609.795538 + Penalty 3227.845408 = -1959381.950130
  nChanged 8
		SP:Iteration 42Q (69467.000000 sec): 3 clusters
  Score: Raw -1962611.608967 + Penalty 3227.845408 = -1959383.763558
  nChanged 5
		SP:Iteration 43Q (69467.240000 sec): 3 clusters
  Score: Raw -1962612.509531 + Penalty 3227.845408 = -1959384.664123
  nChanged 7
		SP:Iteration 44Q (69467.490000 sec): 3 clusters
  Score: Raw -1962613.946531 + Penalty 3227.845408 = -1959386.101123
  nChanged 6
		SP:Iteration 45Q (69467.800000 sec): 3 clusters
  Score: Raw -1962615.935850 + Penalty 3227.845408 = -1959388.090442
  nChanged 8
		SP:Iteration 46Q (69468.120000 sec): 3 clusters
  Score: Raw -1962618.097015 + Penalty 3227.845408 = -1959390.251607
  nChanged 11
		SP:Iteration 47Q (69468.400000 sec): 3 clusters
  Score: Raw -1962620.371761 + Penalty 3227.845408 = -1959392.526353
  nChanged 8
		SP:Iteration 48Q (69468.680000 sec): 3 clusters
  Score: Raw -1962621.953079 + Penalty 3227.845408 = -1959394.107670
  nChanged 8
		SP:Iteration 49Q (69468.940000 sec): 3 clusters
  Score: Raw -1962624.119820 + Penalty 3227.845408 = -1959396.274412
  nChanged 7
		SP:Iteration 50Q (69469.210000 sec): 3 clusters
  Score: Raw -1962625.220066 + Penalty 3227.845408 = -1959397.374658
  nChanged 4
		SP:Iteration 51Q (69469.500000 sec): 3 clusters
  Score: Raw -1962626.064225 + Penalty 3227.845408 = -1959398.218817
  nChanged 6
		SP:Iteration 52Q (69469.750000 sec): 3 clusters
  Score: Raw -1962626.974223 + Penalty 3227.845408 = -1959399.128815
  nChanged 2
		SP:Iteration 53Q (69470.040000 sec): 3 clusters
  Score: Raw -1962627.252554 + Penalty 3227.845408 = -1959399.407146
  nChanged 0
		SP:Iteration 54F (69470.310000 sec): 3 clusters
  Score: Raw -1962627.252554 + Penalty 3227.845408 = -1959399.407146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69470.450000 sec): 2 clusters
  Score: Raw -885965.382946 + Penalty 1487.350004 = -884478.032942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69470.660000 sec): 3 clusters
  Score: Raw -880634.880054 + Penalty 2974.700008 = -877660.180046
  nChanged 4094
		SP:Iteration 1F (69470.890000 sec): 3 clusters
  Score: Raw -883067.946920 + Penalty 2974.700008 = -880093.246912
  nChanged 653
		SP:Iteration 2F (69471.090000 sec): 3 clusters
  Score: Raw -883414.052838 + Penalty 2974.700008 = -880439.352830
  nChanged 546
		SP:Iteration 3F (69471.300000 sec): 3 clusters
  Score: Raw -883713.854477 + Penalty 2974.700008 = -880739.154469
  nChanged 498
		SP:Iteration 4F (69471.440000 sec): 3 clusters
  Score: Raw -883996.084904 + Penalty 2974.700008 = -881021.384896
  nChanged 465
		SP:Iteration 5Q (69471.640000 sec): 3 clusters
  Score: Raw -884264.037049 + Penalty 2974.700008 = -881289.337042
  nChanged 440
		SP:Iteration 6Q (69471.850000 sec): 3 clusters
  Score: Raw -884471.404508 + Penalty 2974.700008 = -881496.704500
  nChanged 342
		SP:Iteration 7Q (69472.080000 sec): 3 clusters
  Score: Raw -884631.047808 + Penalty 2974.700008 = -881656.347800
  nChanged 293
		SP:Iteration 8Q (69472.260000 sec): 3 clusters
  Score: Raw -884754.324845 + Penalty 2974.700008 = -881779.624837
  nChanged 261
		SP:Iteration 9Q (69472.470000 sec): 3 clusters
  Score: Raw -884854.208324 + Penalty 2974.700008 = -881879.508316
  nChanged 231
		SP:Iteration 10Q (69472.630000 sec): 3 clusters
  Score: Raw -884937.876934 + Penalty 2974.700008 = -881963.176926
  nChanged 200
		SP:Iteration 11Q (69472.820000 sec): 3 clusters
  Score: Raw -885011.113078 + Penalty 2974.700008 = -882036.413070
  nChanged 190
		SP:Iteration 12Q (69473.040000 sec): 3 clusters
  Score: Raw -885088.669040 + Penalty 2974.700008 = -882113.969033
  nChanged 187
		SP:Iteration 13Q (69473.250000 sec): 3 clusters
  Score: Raw -885160.678356 + Penalty 2974.700008 = -882185.978348
  nChanged 175
		SP:Iteration 14Q (69473.460000 sec): 3 clusters
  Score: Raw -885228.545355 + Penalty 2974.700008 = -882253.845347
  nChanged 156
		SP:Iteration 15Q (69473.660000 sec): 3 clusters
  Score: Raw -885284.153456 + Penalty 2974.700008 = -882309.453448
  nChanged 139
		SP:Iteration 16Q (69473.880000 sec): 3 clusters
  Score: Raw -885334.224143 + Penalty 2974.700008 = -882359.524136
  nChanged 144
		SP:Iteration 17Q (69474.100000 sec): 3 clusters
  Score: Raw -885383.449192 + Penalty 2974.700008 = -882408.749184
  nChanged 126
		SP:Iteration 18Q (69474.320000 sec): 3 clusters
  Score: Raw -885422.553584 + Penalty 2974.700008 = -882447.853576
  nChanged 107
		SP:Iteration 19Q (69474.510000 sec): 3 clusters
  Score: Raw -885454.947524 + Penalty 2974.700008 = -882480.247516
  nChanged 86
		SP:Iteration 20F (69474.750000 sec): 3 clusters
  Score: Raw -885477.323813 + Penalty 2974.700008 = -882502.623805
  nChanged 78
		SP:Iteration 21Q (69474.950000 sec): 3 clusters
  Score: Raw -885493.054839 + Penalty 2974.700008 = -882518.354831
  nChanged 56
		SP:Iteration 22Q (69475.150000 sec): 3 clusters
  Score: Raw -885507.453304 + Penalty 2974.700008 = -882532.753297
  nChanged 62
		SP:Iteration 23Q (69475.330000 sec): 3 clusters
  Score: Raw -885524.335345 + Penalty 2974.700008 = -882549.635337
  nChanged 66
		SP:Iteration 24Q (69475.530000 sec): 3 clusters
  Score: Raw -885539.823993 + Penalty 2974.700008 = -882565.123985
  nChanged 59
		SP:Iteration 25Q (69475.730000 sec): 3 clusters
  Score: Raw -885554.147565 + Penalty 2974.700008 = -882579.447557
  nChanged 54
		SP:Iteration 26Q (69475.930000 sec): 3 clusters
  Score: Raw -885567.453959 + Penalty 2974.700008 = -882592.753952
  nChanged 62
		SP:Iteration 27Q (69476.140000 sec): 3 clusters
  Score: Raw -885584.654690 + Penalty 2974.700008 = -882609.954682
  nChanged 69
		SP:Iteration 28Q (69476.390000 sec): 3 clusters
  Score: Raw -885606.113072 + Penalty 2974.700008 = -882631.413064
  nChanged 72
		SP:Iteration 29Q (69476.570000 sec): 3 clusters
  Score: Raw -885623.264628 + Penalty 2974.700008 = -882648.564620
  nChanged 73
		SP:Iteration 30Q (69476.760000 sec): 3 clusters
  Score: Raw -885643.542366 + Penalty 2974.700008 = -882668.842358
  nChanged 74
		SP:Iteration 31Q (69476.940000 sec): 3 clusters
  Score: Raw -885666.185585 + Penalty 2974.700008 = -882691.485577
  nChanged 75
		SP:Iteration 32Q (69477.130000 sec): 3 clusters
  Score: Raw -885690.210719 + Penalty 2974.700008 = -882715.510712
  nChanged 77
		SP:Iteration 33Q (69477.340000 sec): 3 clusters
  Score: Raw -885715.984499 + Penalty 2974.700008 = -882741.284491
  nChanged 85
		SP:Iteration 34Q (69477.500000 sec): 3 clusters
  Score: Raw -885744.737969 + Penalty 2974.700008 = -882770.037961
  nChanged 85
		SP:Iteration 35Q (69477.700000 sec): 3 clusters
  Score: Raw -885770.858113 + Penalty 2974.700008 = -882796.158105
  nChanged 89
		SP:Iteration 36Q (69477.880000 sec): 3 clusters
  Score: Raw -885802.197616 + Penalty 2974.700008 = -882827.497609
  nChanged 107
		SP:Iteration 37Q (69478.080000 sec): 3 clusters
  Score: Raw -885839.472103 + Penalty 2974.700008 = -882864.772095
  nChanged 95
		SP:Iteration 38Q (69478.260000 sec): 3 clusters
  Score: Raw -885874.903991 + Penalty 2974.700008 = -882900.203983
  nChanged 110
		SP:Iteration 39Q (69478.470000 sec): 3 clusters
  Score: Raw -885914.922474 + Penalty 2974.700008 = -882940.222466
  nChanged 112
		SP:Iteration 40F (69478.680000 sec): 3 clusters
  Score: Raw -885963.314437 + Penalty 2974.700008 = -882988.614430
  nChanged 124
		SP:Iteration 41Q (69478.860000 sec): 3 clusters
  Score: Raw -886016.121232 + Penalty 2974.700008 = -883041.421224
  nChanged 126
		SP:Iteration 42Q (69479.050000 sec): 3 clusters
  Score: Raw -886068.225857 + Penalty 2974.700008 = -883093.525849
  nChanged 119
		SP:Iteration 43Q (69479.220000 sec): 3 clusters
  Score: Raw -886117.208294 + Penalty 2974.700008 = -883142.508286
  nChanged 102
		SP:Iteration 44Q (69479.420000 sec): 3 clusters
  Score: Raw -886161.561640 + Penalty 2974.700008 = -883186.861632
  nChanged 103
		SP:Iteration 45Q (69479.620000 sec): 3 clusters
  Score: Raw -886210.523525 + Penalty 2974.700008 = -883235.823517
  nChanged 115
		SP:Iteration 46Q (69479.780000 sec): 3 clusters
  Score: Raw -886271.943096 + Penalty 2974.700008 = -883297.243088
  nChanged 118
		SP:Iteration 47Q (69480.030000 sec): 3 clusters
  Score: Raw -886330.664553 + Penalty 2974.700008 = -883355.964545
  nChanged 103
		SP:Iteration 48Q (69480.180000 sec): 3 clusters
  Score: Raw -886382.655989 + Penalty 2974.700008 = -883407.955981
  nChanged 112
		SP:Iteration 49Q (69480.380000 sec): 3 clusters
  Score: Raw -886430.668296 + Penalty 2974.700008 = -883455.968288
  nChanged 97
		SP:Iteration 50Q (69480.580000 sec): 3 clusters
  Score: Raw -886466.995158 + Penalty 2974.700008 = -883492.295150
  nChanged 82
		SP:Iteration 51Q (69480.780000 sec): 3 clusters
  Score: Raw -886492.601290 + Penalty 2974.700008 = -883517.901282
  nChanged 56
		SP:Iteration 52Q (69480.960000 sec): 3 clusters
  Score: Raw -886507.217462 + Penalty 2974.700008 = -883532.517454
  nChanged 49
		SP:Iteration 53Q (69481.220000 sec): 3 clusters
  Score: Raw -886519.359914 + Penalty 2974.700008 = -883544.659906
  nChanged 39
		SP:Iteration 54Q (69481.400000 sec): 3 clusters
  Score: Raw -886528.406602 + Penalty 2974.700008 = -883553.706594
  nChanged 31
		SP:Iteration 55Q (69481.610000 sec): 3 clusters
  Score: Raw -886537.136570 + Penalty 2974.700008 = -883562.436562
  nChanged 34
		SP:Iteration 56Q (69481.790000 sec): 3 clusters
  Score: Raw -886545.714871 + Penalty 2974.700008 = -883571.014864
  nChanged 29
		SP:Iteration 57Q (69481.960000 sec): 3 clusters
  Score: Raw -886552.430830 + Penalty 2974.700008 = -883577.730822
  nChanged 27
		SP:Iteration 58Q (69482.160000 sec): 3 clusters
  Score: Raw -886558.235163 + Penalty 2974.700008 = -883583.535155
  nChanged 24
		SP:Iteration 59Q (69482.370000 sec): 3 clusters
  Score: Raw -886565.776462 + Penalty 2974.700008 = -883591.076454
  nChanged 41
		SP:Iteration 60F (69482.520000 sec): 3 clusters
  Score: Raw -886583.963940 + Penalty 2974.700008 = -883609.263932
  nChanged 49
		SP:Iteration 61Q (69482.720000 sec): 3 clusters
  Score: Raw -886609.539520 + Penalty 2974.700008 = -883634.839512
  nChanged 45
		SP:Iteration 62Q (69482.960000 sec): 3 clusters
  Score: Raw -886631.944262 + Penalty 2974.700008 = -883657.244255
  nChanged 46
		SP:Iteration 63Q (69483.140000 sec): 3 clusters
  Score: Raw -886654.373053 + Penalty 2974.700008 = -883679.673045
  nChanged 50
		SP:Iteration 64Q (69483.300000 sec): 3 clusters
  Score: Raw -886672.682429 + Penalty 2974.700008 = -883697.982422
  nChanged 35
		SP:Iteration 65Q (69483.500000 sec): 3 clusters
  Score: Raw -886683.409403 + Penalty 2974.700008 = -883708.709396
  nChanged 32
		SP:Iteration 66Q (69483.720000 sec): 3 clusters
  Score: Raw -886692.163743 + Penalty 2974.700008 = -883717.463736
  nChanged 26
		SP:Iteration 67Q (69483.920000 sec): 3 clusters
  Score: Raw -886697.785622 + Penalty 2974.700008 = -883723.085614
  nChanged 30
		SP:Iteration 68Q (69484.100000 sec): 3 clusters
  Score: Raw -886704.156204 + Penalty 2974.700008 = -883729.456196
  nChanged 22
		SP:Iteration 69Q (69484.310000 sec): 3 clusters
  Score: Raw -886708.443922 + Penalty 2974.700008 = -883733.743915
  nChanged 20
		SP:Iteration 70Q (69484.520000 sec): 3 clusters
  Score: Raw -886712.479998 + Penalty 2974.700008 = -883737.779990
  nChanged 17
		SP:Iteration 71Q (69484.690000 sec): 3 clusters
  Score: Raw -886716.510340 + Penalty 2974.700008 = -883741.810332
  nChanged 11
		SP:Iteration 72Q (69484.900000 sec): 3 clusters
  Score: Raw -886718.417156 + Penalty 2974.700008 = -883743.717148
  nChanged 3
		SP:Iteration 73Q (69485.120000 sec): 3 clusters
  Score: Raw -886718.700291 + Penalty 2974.700008 = -883744.000283
  nChanged 6
		SP:Iteration 74Q (69485.290000 sec): 3 clusters
  Score: Raw -886719.477181 + Penalty 2974.700008 = -883744.777173
  nChanged 1
		SP:Iteration 75Q (69485.510000 sec): 3 clusters
  Score: Raw -886719.581562 + Penalty 2974.700008 = -883744.881554
  nChanged 1
		SP:Iteration 76Q (69485.680000 sec): 3 clusters
  Score: Raw -886719.762120 + Penalty 2974.700008 = -883745.062113
  nChanged 1
		SP:Iteration 77Q (69485.880000 sec): 3 clusters
  Score: Raw -886719.842610 + Penalty 2974.700008 = -883745.142603
  nChanged 1
		SP:Iteration 78Q (69486.080000 sec): 3 clusters
  Score: Raw -886720.078948 + Penalty 2974.700008 = -883745.378940
  nChanged 1
		SP:Iteration 79Q (69486.270000 sec): 3 clusters
  Score: Raw -886720.179487 + Penalty 2974.700008 = -883745.479480
  nChanged 0
		SP:Iteration 80F (69486.430000 sec): 3 clusters
  Score: Raw -886720.179487 + Penalty 2974.700008 = -883745.479480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69486.530000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69486.710000 sec): 3 clusters
  Score: Raw -146809.189420 + Penalty 2371.774692 = -144437.414728
  nChanged 505
		SP:Iteration 1F (69486.930000 sec): 3 clusters
  Score: Raw -147248.097783 + Penalty 2371.774692 = -144876.323091
  nChanged 151
		SP:Iteration 2F (69487.100000 sec): 3 clusters
  Score: Raw -147462.209856 + Penalty 2371.774692 = -145090.435164
  nChanged 96
		SP:Iteration 3F (69487.230000 sec): 3 clusters
  Score: Raw -147576.920029 + Penalty 2371.774692 = -145205.145337
  nChanged 55
		SP:Iteration 4Q (69487.370000 sec): 3 clusters
  Score: Raw -147628.192436 + Penalty 2371.774692 = -145256.417744
  nChanged 45
		SP:Iteration 5Q (69487.560000 sec): 3 clusters
  Score: Raw -147663.532019 + Penalty 2371.774692 = -145291.757327
  nChanged 38
		SP:Iteration 6Q (69487.720000 sec): 3 clusters
  Score: Raw -147691.886506 + Penalty 2371.774692 = -145320.111814
  nChanged 22
		SP:Iteration 7Q (69487.870000 sec): 3 clusters
  Score: Raw -147710.476551 + Penalty 2371.774692 = -145338.701860
  nChanged 25
		SP:Iteration 8Q (69488.040000 sec): 3 clusters
  Score: Raw -147734.754563 + Penalty 2371.774692 = -145362.979871
  nChanged 29
		SP:Iteration 9Q (69488.230000 sec): 3 clusters
  Score: Raw -147761.900227 + Penalty 2371.774692 = -145390.125535
  nChanged 29
		SP:Iteration 10Q (69488.370000 sec): 3 clusters
  Score: Raw -147786.267098 + Penalty 2371.774692 = -145414.492406
  nChanged 22
		SP:Iteration 11Q (69488.540000 sec): 3 clusters
  Score: Raw -147806.650097 + Penalty 2371.774692 = -145434.875406
  nChanged 20
		SP:Iteration 12Q (69488.670000 sec): 3 clusters
  Score: Raw -147826.603233 + Penalty 2371.774692 = -145454.828541
  nChanged 17
		SP:Iteration 13Q (69488.840000 sec): 3 clusters
  Score: Raw -147842.720633 + Penalty 2371.774692 = -145470.945941
  nChanged 15
		SP:Iteration 14Q (69489.020000 sec): 3 clusters
  Score: Raw -147852.001180 + Penalty 2371.774692 = -145480.226488
  nChanged 8
		SP:Iteration 15Q (69489.220000 sec): 3 clusters
  Score: Raw -147855.534969 + Penalty 2371.774692 = -145483.760277
  nChanged 9
		SP:Iteration 16Q (69489.350000 sec): 3 clusters
  Score: Raw -147860.381584 + Penalty 2371.774692 = -145488.606892
  nChanged 6
		SP:Iteration 17Q (69489.490000 sec): 3 clusters
  Score: Raw -147864.376976 + Penalty 2371.774692 = -145492.602284
  nChanged 7
		SP:Iteration 18Q (69489.670000 sec): 3 clusters
  Score: Raw -147869.314939 + Penalty 2371.774692 = -145497.540248
  nChanged 8
		SP:Iteration 19Q (69489.810000 sec): 3 clusters
  Score: Raw -147875.698951 + Penalty 2371.774692 = -145503.924259
  nChanged 5
		SP:Iteration 20F (69489.990000 sec): 3 clusters
  Score: Raw -147877.787659 + Penalty 2371.774692 = -145506.012968
  nChanged 5
		SP:Iteration 21Q (69490.160000 sec): 3 clusters
  Score: Raw -147882.095884 + Penalty 2371.774692 = -145510.321192
  nChanged 7
		SP:Iteration 22Q (69490.340000 sec): 3 clusters
  Score: Raw -147887.047225 + Penalty 2371.774692 = -145515.272533
  nChanged 9
		SP:Iteration 23Q (69490.540000 sec): 3 clusters
  Score: Raw -147891.992918 + Penalty 2371.774692 = -145520.218226
  nChanged 9
		SP:Iteration 24Q (69490.720000 sec): 3 clusters
  Score: Raw -147895.554410 + Penalty 2371.774692 = -145523.779718
  nChanged 2
		SP:Iteration 25Q (69490.880000 sec): 3 clusters
  Score: Raw -147896.507746 + Penalty 2371.774692 = -145524.733054
  nChanged 1
		SP:Iteration 26Q (69491.040000 sec): 3 clusters
  Score: Raw -147896.740412 + Penalty 2371.774692 = -145524.965721
  nChanged 0
		SP:Iteration 27F (69491.220000 sec): 3 clusters
  Score: Raw -147896.740412 + Penalty 2371.774692 = -145524.965721
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69491.290000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69491.400000 sec): 3 clusters
  Score: Raw -285332.961451 + Penalty 2573.080896 = -282759.880554
  nChanged 1049
		SP:Iteration 1F (69491.570000 sec): 3 clusters
  Score: Raw -286022.335733 + Penalty 2573.080896 = -283449.254837
  nChanged 226
		SP:Iteration 2F (69491.720000 sec): 3 clusters
  Score: Raw -286202.377844 + Penalty 2573.080896 = -283629.296947
  nChanged 189
		SP:Iteration 3F (69491.920000 sec): 3 clusters
  Score: Raw -286355.243204 + Penalty 2573.080896 = -283782.162307
  nChanged 136
		SP:Iteration 4Q (69492.070000 sec): 3 clusters
  Score: Raw -286453.021733 + Penalty 2573.080896 = -283879.940837
  nChanged 102
		SP:Iteration 5Q (69492.190000 sec): 3 clusters
  Score: Raw -286515.808323 + Penalty 2573.080896 = -283942.727427
  nChanged 76
		SP:Iteration 6Q (69492.320000 sec): 3 clusters
  Score: Raw -286562.351997 + Penalty 2573.080896 = -283989.271101
  nChanged 58
		SP:Iteration 7Q (69492.480000 sec): 3 clusters
  Score: Raw -286596.887294 + Penalty 2573.080896 = -284023.806397
  nChanged 47
		SP:Iteration 8Q (69492.670000 sec): 3 clusters
  Score: Raw -286628.145943 + Penalty 2573.080896 = -284055.065047
  nChanged 44
		SP:Iteration 9Q (69492.770000 sec): 3 clusters
  Score: Raw -286653.821472 + Penalty 2573.080896 = -284080.740576
  nChanged 29
		SP:Iteration 10Q (69492.970000 sec): 3 clusters
  Score: Raw -286670.686173 + Penalty 2573.080896 = -284097.605276
  nChanged 28
		SP:Iteration 11Q (69493.160000 sec): 3 clusters
  Score: Raw -286690.699641 + Penalty 2573.080896 = -284117.618745
  nChanged 34
		SP:Iteration 12Q (69493.340000 sec): 3 clusters
  Score: Raw -286708.764166 + Penalty 2573.080896 = -284135.683269
  nChanged 27
		SP:Iteration 13Q (69493.490000 sec): 3 clusters
  Score: Raw -286726.494006 + Penalty 2573.080896 = -284153.413109
  nChanged 28
		SP:Iteration 14Q (69493.630000 sec): 3 clusters
  Score: Raw -286742.533074 + Penalty 2573.080896 = -284169.452177
  nChanged 15
		SP:Iteration 15Q (69493.780000 sec): 3 clusters
  Score: Raw -286750.418108 + Penalty 2573.080896 = -284177.337212
  nChanged 17
		SP:Iteration 16Q (69493.940000 sec): 3 clusters
  Score: Raw -286758.906986 + Penalty 2573.080896 = -284185.826090
  nChanged 12
		SP:Iteration 17Q (69494.110000 sec): 3 clusters
  Score: Raw -286765.176392 + Penalty 2573.080896 = -284192.095495
  nChanged 14
		SP:Iteration 18Q (69494.300000 sec): 3 clusters
  Score: Raw -286771.915470 + Penalty 2573.080896 = -284198.834573
  nChanged 7
		SP:Iteration 19Q (69494.440000 sec): 3 clusters
  Score: Raw -286775.273934 + Penalty 2573.080896 = -284202.193038
  nChanged 8
		SP:Iteration 20F (69494.640000 sec): 3 clusters
  Score: Raw -286778.714259 + Penalty 2573.080896 = -284205.633363
  nChanged 7
		SP:Iteration 21Q (69494.750000 sec): 3 clusters
  Score: Raw -286783.600692 + Penalty 2573.080896 = -284210.519796
  nChanged 9
		SP:Iteration 22Q (69494.930000 sec): 3 clusters
  Score: Raw -286787.496392 + Penalty 2573.080896 = -284214.415495
  nChanged 8
		SP:Iteration 23Q (69495.080000 sec): 3 clusters
  Score: Raw -286792.086012 + Penalty 2573.080896 = -284219.005116
  nChanged 9
		SP:Iteration 24Q (69495.250000 sec): 3 clusters
  Score: Raw -286795.967505 + Penalty 2573.080896 = -284222.886609
  nChanged 8
		SP:Iteration 25Q (69495.410000 sec): 3 clusters
  Score: Raw -286799.768136 + Penalty 2573.080896 = -284226.687239
  nChanged 5
		SP:Iteration 26Q (69495.560000 sec): 3 clusters
  Score: Raw -286801.648647 + Penalty 2573.080896 = -284228.567750
  nChanged 6
		SP:Iteration 27Q (69495.710000 sec): 3 clusters
  Score: Raw -286803.987049 + Penalty 2573.080896 = -284230.906152
  nChanged 3
		SP:Iteration 28Q (69495.900000 sec): 3 clusters
  Score: Raw -286804.714475 + Penalty 2573.080896 = -284231.633579
  nChanged 1
		SP:Iteration 29Q (69496.040000 sec): 3 clusters
  Score: Raw -286804.950739 + Penalty 2573.080896 = -284231.869843
  nChanged 1
		SP:Iteration 30Q (69496.210000 sec): 3 clusters
  Score: Raw -286805.676934 + Penalty 2573.080896 = -284232.596037
  nChanged 1
		SP:Iteration 31Q (69496.320000 sec): 3 clusters
  Score: Raw -286806.025374 + Penalty 2573.080896 = -284232.944478
  nChanged 2
		SP:Iteration 32Q (69496.480000 sec): 3 clusters
  Score: Raw -286806.869577 + Penalty 2573.080896 = -284233.788681
  nChanged 1
		SP:Iteration 33Q (69496.700000 sec): 3 clusters
  Score: Raw -286807.224171 + Penalty 2573.080896 = -284234.143275
  nChanged 1
		SP:Iteration 34Q (69496.820000 sec): 3 clusters
  Score: Raw -286807.616455 + Penalty 2573.080896 = -284234.535559
  nChanged 0
		SP:Iteration 35F (69496.990000 sec): 3 clusters
  Score: Raw -286807.616455 + Penalty 2573.080896 = -284234.535559
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69497.100000 sec): 2 clusters
  Score: Raw -646344.845042 + Penalty 1419.679520 = -644925.165522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69497.310000 sec): 3 clusters
  Score: Raw -643061.543409 + Penalty 2839.359039 = -640222.184370
  nChanged 2546
		SP:Iteration 1F (69497.450000 sec): 3 clusters
  Score: Raw -644458.502261 + Penalty 2839.359039 = -641619.143222
  nChanged 438
		SP:Iteration 2F (69497.640000 sec): 3 clusters
  Score: Raw -644682.405827 + Penalty 2839.359039 = -641843.046788
  nChanged 347
		SP:Iteration 3F (69497.860000 sec): 3 clusters
  Score: Raw -644860.568571 + Penalty 2839.359039 = -642021.209532
  nChanged 313
		SP:Iteration 4F (69498.020000 sec): 3 clusters
  Score: Raw -645033.448112 + Penalty 2839.359039 = -642194.089073
  nChanged 291
		SP:Iteration 5Q (69498.180000 sec): 3 clusters
  Score: Raw -645204.556570 + Penalty 2839.359039 = -642365.197531
  nChanged 295
		SP:Iteration 6Q (69498.380000 sec): 3 clusters
  Score: Raw -645374.575612 + Penalty 2839.359039 = -642535.216572
  nChanged 275
		SP:Iteration 7Q (69498.570000 sec): 3 clusters
  Score: Raw -645522.796461 + Penalty 2839.359039 = -642683.437422
  nChanged 250
		SP:Iteration 8Q (69498.730000 sec): 3 clusters
  Score: Raw -645665.146313 + Penalty 2839.359039 = -642825.787274
  nChanged 206
		SP:Iteration 9Q (69498.920000 sec): 3 clusters
  Score: Raw -645776.331105 + Penalty 2839.359039 = -642936.972065
  nChanged 177
		SP:Iteration 10Q (69499.090000 sec): 3 clusters
  Score: Raw -645876.876860 + Penalty 2839.359039 = -643037.517821
  nChanged 177
		SP:Iteration 11Q (69499.280000 sec): 3 clusters
  Score: Raw -645987.618815 + Penalty 2839.359039 = -643148.259776
  nChanged 148
		SP:Iteration 12Q (69499.460000 sec): 3 clusters
  Score: Raw -646084.314767 + Penalty 2839.359039 = -643244.955727
  nChanged 147
		SP:Iteration 13Q (69499.610000 sec): 3 clusters
  Score: Raw -646181.844756 + Penalty 2839.359039 = -643342.485717
  nChanged 128
		SP:Iteration 14Q (69499.810000 sec): 3 clusters
  Score: Raw -646275.505065 + Penalty 2839.359039 = -643436.146026
  nChanged 104
		SP:Iteration 15Q (69500.000000 sec): 3 clusters
  Score: Raw -646349.430972 + Penalty 2839.359039 = -643510.071933
  nChanged 91
		SP:Iteration 16Q (69500.200000 sec): 3 clusters
  Score: Raw -646408.707649 + Penalty 2839.359039 = -643569.348610
  nChanged 79
		SP:Iteration 17Q (69500.380000 sec): 3 clusters
  Score: Raw -646476.775967 + Penalty 2839.359039 = -643637.416928
  nChanged 80
		SP:Iteration 18Q (69500.550000 sec): 3 clusters
  Score: Raw -646541.988564 + Penalty 2839.359039 = -643702.629525
  nChanged 64
		SP:Iteration 19Q (69500.740000 sec): 3 clusters
  Score: Raw -646587.754529 + Penalty 2839.359039 = -643748.395490
  nChanged 43
		SP:Iteration 20F (69500.920000 sec): 3 clusters
  Score: Raw -646616.875218 + Penalty 2839.359039 = -643777.516179
  nChanged 33
		SP:Iteration 21Q (69501.100000 sec): 3 clusters
  Score: Raw -646640.006242 + Penalty 2839.359039 = -643800.647203
  nChanged 28
		SP:Iteration 22Q (69501.310000 sec): 3 clusters
  Score: Raw -646655.172527 + Penalty 2839.359039 = -643815.813488
  nChanged 25
		SP:Iteration 23Q (69501.480000 sec): 3 clusters
  Score: Raw -646665.217465 + Penalty 2839.359039 = -643825.858426
  nChanged 19
		SP:Iteration 24Q (69501.670000 sec): 3 clusters
  Score: Raw -646675.183885 + Penalty 2839.359039 = -643835.824846
  nChanged 12
		SP:Iteration 25Q (69501.880000 sec): 3 clusters
  Score: Raw -646683.457286 + Penalty 2839.359039 = -643844.098247
  nChanged 10
		SP:Iteration 26Q (69502.090000 sec): 3 clusters
  Score: Raw -646690.671608 + Penalty 2839.359039 = -643851.312569
  nChanged 13
		SP:Iteration 27Q (69502.230000 sec): 3 clusters
  Score: Raw -646695.880239 + Penalty 2839.359039 = -643856.521200
  nChanged 9
		SP:Iteration 28Q (69502.470000 sec): 3 clusters
  Score: Raw -646701.886926 + Penalty 2839.359039 = -643862.527887
  nChanged 15
		SP:Iteration 29Q (69502.650000 sec): 3 clusters
  Score: Raw -646712.059805 + Penalty 2839.359039 = -643872.700766
  nChanged 11
		SP:Iteration 30Q (69502.870000 sec): 3 clusters
  Score: Raw -646719.227578 + Penalty 2839.359039 = -643879.868539
  nChanged 10
		SP:Iteration 31Q (69503.050000 sec): 3 clusters
  Score: Raw -646726.139891 + Penalty 2839.359039 = -643886.780852
  nChanged 13
		SP:Iteration 32Q (69503.180000 sec): 3 clusters
  Score: Raw -646731.957437 + Penalty 2839.359039 = -643892.598398
  nChanged 8
		SP:Iteration 33Q (69503.370000 sec): 3 clusters
  Score: Raw -646736.037359 + Penalty 2839.359039 = -643896.678320
  nChanged 5
		SP:Iteration 34Q (69503.590000 sec): 3 clusters
  Score: Raw -646739.976979 + Penalty 2839.359039 = -643900.617940
  nChanged 10
		SP:Iteration 35Q (69503.770000 sec): 3 clusters
  Score: Raw -646745.490918 + Penalty 2839.359039 = -643906.131879
  nChanged 4
		SP:Iteration 36Q (69503.900000 sec): 3 clusters
  Score: Raw -646748.050542 + Penalty 2839.359039 = -643908.691503
  nChanged 4
		SP:Iteration 37Q (69504.090000 sec): 3 clusters
  Score: Raw -646750.182792 + Penalty 2839.359039 = -643910.823752
  nChanged 2
		SP:Iteration 38Q (69504.260000 sec): 3 clusters
  Score: Raw -646750.929677 + Penalty 2839.359039 = -643911.570638
  nChanged 0
		SP:Iteration 39F (69504.430000 sec): 3 clusters
  Score: Raw -646750.929677 + Penalty 2839.359039 = -643911.570638
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69504.540000 sec): 2 clusters
  Score: Raw -181436.682260 + Penalty 1210.826774 = -180225.855486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69504.710000 sec): 3 clusters
  Score: Raw -180737.043980 + Penalty 2421.653548 = -178315.390433
  nChanged 581
		SP:Iteration 1F (69504.820000 sec): 3 clusters
  Score: Raw -181145.598074 + Penalty 2421.653548 = -178723.944526
  nChanged 113
		SP:Iteration 2F (69505.000000 sec): 3 clusters
  Score: Raw -181220.839182 + Penalty 2421.653548 = -178799.185635
  nChanged 63
		SP:Iteration 3Q (69505.130000 sec): 3 clusters
  Score: Raw -181264.619628 + Penalty 2421.653548 = -178842.966080
  nChanged 53
		SP:Iteration 4Q (69505.300000 sec): 3 clusters
  Score: Raw -181300.564521 + Penalty 2421.653548 = -178878.910973
  nChanged 41
		SP:Iteration 5Q (69505.460000 sec): 3 clusters
  Score: Raw -181322.558674 + Penalty 2421.653548 = -178900.905127
  nChanged 23
		SP:Iteration 6Q (69505.680000 sec): 3 clusters
  Score: Raw -181337.034346 + Penalty 2421.653548 = -178915.380798
  nChanged 20
		SP:Iteration 7Q (69505.820000 sec): 3 clusters
  Score: Raw -181348.600490 + Penalty 2421.653548 = -178926.946942
  nChanged 19
		SP:Iteration 8Q (69505.980000 sec): 3 clusters
  Score: Raw -181357.977699 + Penalty 2421.653548 = -178936.324152
  nChanged 14
		SP:Iteration 9Q (69506.120000 sec): 3 clusters
  Score: Raw -181367.850120 + Penalty 2421.653548 = -178946.196572
  nChanged 14
		SP:Iteration 10Q (69506.260000 sec): 3 clusters
  Score: Raw -181375.786876 + Penalty 2421.653548 = -178954.133329
  nChanged 7
		SP:Iteration 11Q (69506.440000 sec): 3 clusters
  Score: Raw -181379.923495 + Penalty 2421.653548 = -178958.269948
  nChanged 11
		SP:Iteration 12Q (69506.580000 sec): 3 clusters
  Score: Raw -181386.397061 + Penalty 2421.653548 = -178964.743514
  nChanged 11
		SP:Iteration 13Q (69506.760000 sec): 3 clusters
  Score: Raw -181394.096206 + Penalty 2421.653548 = -178972.442658
  nChanged 9
		SP:Iteration 14Q (69506.860000 sec): 3 clusters
  Score: Raw -181398.979202 + Penalty 2421.653548 = -178977.325654
  nChanged 10
		SP:Iteration 15Q (69507.020000 sec): 3 clusters
  Score: Raw -181405.684696 + Penalty 2421.653548 = -178984.031148
  nChanged 14
		SP:Iteration 16Q (69507.120000 sec): 3 clusters
  Score: Raw -181411.949866 + Penalty 2421.653548 = -178990.296318
  nChanged 6
		SP:Iteration 17Q (69507.280000 sec): 3 clusters
  Score: Raw -181415.671195 + Penalty 2421.653548 = -178994.017648
  nChanged 7
		SP:Iteration 18Q (69507.440000 sec): 3 clusters
  Score: Raw -181420.682470 + Penalty 2421.653548 = -178999.028922
  nChanged 6
		SP:Iteration 19Q (69507.590000 sec): 3 clusters
  Score: Raw -181425.291154 + Penalty 2421.653548 = -179003.637606
  nChanged 13
		SP:Iteration 20F (69507.770000 sec): 3 clusters
  Score: Raw -181433.842854 + Penalty 2421.653548 = -179012.189306
  nChanged 11
		SP:Iteration 21Q (69507.930000 sec): 3 clusters
  Score: Raw -181441.843516 + Penalty 2421.653548 = -179020.189968
  nChanged 11
		SP:Iteration 22Q (69508.100000 sec): 3 clusters
  Score: Raw -181449.605491 + Penalty 2421.653548 = -179027.951944
  nChanged 9
		SP:Iteration 23Q (69508.300000 sec): 3 clusters
  Score: Raw -181456.200806 + Penalty 2421.653548 = -179034.547258
  nChanged 11
		SP:Iteration 24Q (69508.430000 sec): 3 clusters
  Score: Raw -181463.223359 + Penalty 2421.653548 = -179041.569811
  nChanged 12
		SP:Iteration 25Q (69508.570000 sec): 3 clusters
  Score: Raw -181468.425750 + Penalty 2421.653548 = -179046.772203
  nChanged 6
		SP:Iteration 26Q (69508.720000 sec): 3 clusters
  Score: Raw -181471.120938 + Penalty 2421.653548 = -179049.467390
  nChanged 3
		SP:Iteration 27Q (69508.860000 sec): 3 clusters
  Score: Raw -181472.639461 + Penalty 2421.653548 = -179050.985913
  nChanged 2
		SP:Iteration 28Q (69509.020000 sec): 3 clusters
  Score: Raw -181473.151764 + Penalty 2421.653548 = -179051.498217
  nChanged 4
		SP:Iteration 29Q (69509.220000 sec): 3 clusters
  Score: Raw -181474.807456 + Penalty 2421.653548 = -179053.153908
  nChanged 3
		SP:Iteration 30Q (69509.360000 sec): 3 clusters
  Score: Raw -181476.743048 + Penalty 2421.653548 = -179055.089500
  nChanged 4
		SP:Iteration 31Q (69509.510000 sec): 3 clusters
  Score: Raw -181479.662426 + Penalty 2421.653548 = -179058.008878
  nChanged 4
		SP:Iteration 32Q (69509.640000 sec): 3 clusters
  Score: Raw -181480.913918 + Penalty 2421.653548 = -179059.260370
  nChanged 3
		SP:Iteration 33Q (69509.810000 sec): 3 clusters
  Score: Raw -181481.923105 + Penalty 2421.653548 = -179060.269558
  nChanged 1
		SP:Iteration 34Q (69509.980000 sec): 3 clusters
  Score: Raw -181482.464028 + Penalty 2421.653548 = -179060.810480
  nChanged 1
		SP:Iteration 35Q (69510.150000 sec): 3 clusters
  Score: Raw -181482.908056 + Penalty 2421.653548 = -179061.254508
  nChanged 2
		SP:Iteration 36Q (69510.320000 sec): 3 clusters
  Score: Raw -181484.625659 + Penalty 2421.653548 = -179062.972111
  nChanged 0
		SP:Iteration 37F (69510.460000 sec): 3 clusters
  Score: Raw -181484.625659 + Penalty 2421.653548 = -179062.972111
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69510.580000 sec): 2 clusters
  Score: Raw -620200.505741 + Penalty 1419.627311 = -618780.878430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69510.780000 sec): 3 clusters
  Score: Raw -616861.786829 + Penalty 2839.254621 = -614022.532207
  nChanged 2616
		SP:Iteration 1F (69510.960000 sec): 3 clusters
  Score: Raw -618224.621747 + Penalty 2839.254621 = -615385.367126
  nChanged 440
		SP:Iteration 2F (69511.110000 sec): 3 clusters
  Score: Raw -618450.034109 + Penalty 2839.254621 = -615610.779488
  nChanged 359
		SP:Iteration 3F (69511.290000 sec): 3 clusters
  Score: Raw -618647.560801 + Penalty 2839.254621 = -615808.306180
  nChanged 291
		SP:Iteration 4Q (69511.460000 sec): 3 clusters
  Score: Raw -618799.799576 + Penalty 2839.254621 = -615960.544955
  nChanged 256
		SP:Iteration 5Q (69511.620000 sec): 3 clusters
  Score: Raw -618916.622976 + Penalty 2839.254621 = -616077.368355
  nChanged 209
		SP:Iteration 6Q (69511.780000 sec): 3 clusters
  Score: Raw -619021.163110 + Penalty 2839.254621 = -616181.908489
  nChanged 198
		SP:Iteration 7Q (69511.960000 sec): 3 clusters
  Score: Raw -619113.761091 + Penalty 2839.254621 = -616274.506469
  nChanged 182
		SP:Iteration 8Q (69512.170000 sec): 3 clusters
  Score: Raw -619191.044635 + Penalty 2839.254621 = -616351.790013
  nChanged 169
		SP:Iteration 9Q (69512.310000 sec): 3 clusters
  Score: Raw -619260.095722 + Penalty 2839.254621 = -616420.841101
  nChanged 150
		SP:Iteration 10Q (69512.520000 sec): 3 clusters
  Score: Raw -619318.087713 + Penalty 2839.254621 = -616478.833092
  nChanged 149
		SP:Iteration 11Q (69512.680000 sec): 3 clusters
  Score: Raw -619375.463567 + Penalty 2839.254621 = -616536.208946
  nChanged 161
		SP:Iteration 12Q (69512.850000 sec): 3 clusters
  Score: Raw -619438.417988 + Penalty 2839.254621 = -616599.163366
  nChanged 166
		SP:Iteration 13Q (69513.030000 sec): 3 clusters
  Score: Raw -619503.672880 + Penalty 2839.254621 = -616664.418259
  nChanged 156
		SP:Iteration 14Q (69513.260000 sec): 3 clusters
  Score: Raw -619568.473099 + Penalty 2839.254621 = -616729.218478
  nChanged 181
		SP:Iteration 15Q (69513.430000 sec): 3 clusters
  Score: Raw -619655.248767 + Penalty 2839.254621 = -616815.994145
  nChanged 202
		SP:Iteration 16Q (69513.610000 sec): 3 clusters
  Score: Raw -619753.289977 + Penalty 2839.254621 = -616914.035356
  nChanged 192
		SP:Iteration 17Q (69513.830000 sec): 3 clusters
  Score: Raw -619847.080420 + Penalty 2839.254621 = -617007.825799
  nChanged 184
		SP:Iteration 18Q (69514.020000 sec): 3 clusters
  Score: Raw -619944.973607 + Penalty 2839.254621 = -617105.718986
  nChanged 219
		SP:Iteration 19Q (69514.190000 sec): 3 clusters
  Score: Raw -620071.999854 + Penalty 2839.254621 = -617232.745233
  nChanged 190
		SP:Iteration 20F (69514.350000 sec): 3 clusters
  Score: Raw -620186.696167 + Penalty 2839.254621 = -617347.441545
  nChanged 178
		SP:Iteration 21Q (69514.530000 sec): 3 clusters
  Score: Raw -620298.971254 + Penalty 2839.254621 = -617459.716633
  nChanged 154
		SP:Iteration 22Q (69514.690000 sec): 3 clusters
  Score: Raw -620406.024503 + Penalty 2839.254621 = -617566.769882
  nChanged 154
		SP:Iteration 23Q (69514.860000 sec): 3 clusters
  Score: Raw -620504.720843 + Penalty 2839.254621 = -617665.466222
  nChanged 111
		SP:Iteration 24Q (69515.060000 sec): 3 clusters
  Score: Raw -620560.132308 + Penalty 2839.254621 = -617720.877687
  nChanged 102
		SP:Iteration 25Q (69515.180000 sec): 3 clusters
  Score: Raw -620607.794882 + Penalty 2839.254621 = -617768.540260
  nChanged 80
		SP:Iteration 26Q (69515.380000 sec): 3 clusters
  Score: Raw -620638.136446 + Penalty 2839.254621 = -617798.881824
  nChanged 61
		SP:Iteration 27Q (69515.540000 sec): 3 clusters
  Score: Raw -620663.883934 + Penalty 2839.254621 = -617824.629312
  nChanged 55
		SP:Iteration 28Q (69515.770000 sec): 3 clusters
  Score: Raw -620684.315320 + Penalty 2839.254621 = -617845.060699
  nChanged 47
		SP:Iteration 29Q (69515.930000 sec): 3 clusters
  Score: Raw -620699.600122 + Penalty 2839.254621 = -617860.345500
  nChanged 29
		SP:Iteration 30Q (69516.130000 sec): 3 clusters
  Score: Raw -620710.218498 + Penalty 2839.254621 = -617870.963876
  nChanged 32
		SP:Iteration 31Q (69516.330000 sec): 3 clusters
  Score: Raw -620723.297546 + Penalty 2839.254621 = -617884.042925
  nChanged 38
		SP:Iteration 32Q (69516.530000 sec): 3 clusters
  Score: Raw -620737.373626 + Penalty 2839.254621 = -617898.119004
  nChanged 34
		SP:Iteration 33Q (69516.740000 sec): 3 clusters
  Score: Raw -620751.505530 + Penalty 2839.254621 = -617912.250908
  nChanged 40
		SP:Iteration 34Q (69516.930000 sec): 3 clusters
  Score: Raw -620767.867016 + Penalty 2839.254621 = -617928.612394
  nChanged 35
		SP:Iteration 35Q (69517.140000 sec): 3 clusters
  Score: Raw -620780.015504 + Penalty 2839.254621 = -617940.760883
  nChanged 23
		SP:Iteration 36Q (69517.360000 sec): 3 clusters
  Score: Raw -620789.482163 + Penalty 2839.254621 = -617950.227542
  nChanged 24
		SP:Iteration 37Q (69517.580000 sec): 3 clusters
  Score: Raw -620800.327904 + Penalty 2839.254621 = -617961.073282
  nChanged 20
		SP:Iteration 38Q (69517.760000 sec): 3 clusters
  Score: Raw -620807.365509 + Penalty 2839.254621 = -617968.110888
  nChanged 14
		SP:Iteration 39Q (69517.970000 sec): 3 clusters
  Score: Raw -620811.652495 + Penalty 2839.254621 = -617972.397873
  nChanged 9
		SP:Iteration 40F (69518.120000 sec): 3 clusters
  Score: Raw -620813.805870 + Penalty 2839.254621 = -617974.551249
  nChanged 9
		SP:Iteration 41Q (69518.290000 sec): 3 clusters
  Score: Raw -620817.387562 + Penalty 2839.254621 = -617978.132941
  nChanged 13
		SP:Iteration 42Q (69518.460000 sec): 3 clusters
  Score: Raw -620821.721563 + Penalty 2839.254621 = -617982.466942
  nChanged 13
		SP:Iteration 43Q (69518.630000 sec): 3 clusters
  Score: Raw -620825.781681 + Penalty 2839.254621 = -617986.527059
  nChanged 9
		SP:Iteration 44Q (69518.790000 sec): 3 clusters
  Score: Raw -620828.599394 + Penalty 2839.254621 = -617989.344773
  nChanged 7
		SP:Iteration 45Q (69518.920000 sec): 3 clusters
  Score: Raw -620831.350375 + Penalty 2839.254621 = -617992.095753
  nChanged 12
		SP:Iteration 46Q (69519.080000 sec): 3 clusters
  Score: Raw -620835.968815 + Penalty 2839.254621 = -617996.714193
  nChanged 10
		SP:Iteration 47Q (69519.220000 sec): 3 clusters
  Score: Raw -620838.698086 + Penalty 2839.254621 = -617999.443465
  nChanged 3
		SP:Iteration 48Q (69519.370000 sec): 3 clusters
  Score: Raw -620839.554931 + Penalty 2839.254621 = -618000.300310
  nChanged 2
		SP:Iteration 49Q (69519.570000 sec): 3 clusters
  Score: Raw -620840.449149 + Penalty 2839.254621 = -618001.194527
  nChanged 4
		SP:Iteration 50Q (69519.750000 sec): 3 clusters
  Score: Raw -620842.253220 + Penalty 2839.254621 = -618002.998599
  nChanged 6
		SP:Iteration 51Q (69519.920000 sec): 3 clusters
  Score: Raw -620843.861368 + Penalty 2839.254621 = -618004.606747
  nChanged 3
		SP:Iteration 52Q (69520.110000 sec): 3 clusters
  Score: Raw -620844.594041 + Penalty 2839.254621 = -618005.339419
  nChanged 2
		SP:Iteration 53Q (69520.300000 sec): 3 clusters
  Score: Raw -620844.892760 + Penalty 2839.254621 = -618005.638138
  nChanged 2
		SP:Iteration 54Q (69520.530000 sec): 3 clusters
  Score: Raw -620845.257886 + Penalty 2839.254621 = -618006.003264
  nChanged 1
		SP:Iteration 55Q (69520.690000 sec): 3 clusters
  Score: Raw -620845.424768 + Penalty 2839.254621 = -618006.170147
  nChanged 3
		SP:Iteration 56Q (69520.890000 sec): 3 clusters
  Score: Raw -620846.094294 + Penalty 2839.254621 = -618006.839673
  nChanged 2
		SP:Iteration 57Q (69521.060000 sec): 3 clusters
  Score: Raw -620846.720220 + Penalty 2839.254621 = -618007.465599
  nChanged 4
		SP:Iteration 58Q (69521.250000 sec): 3 clusters
  Score: Raw -620847.678552 + Penalty 2839.254621 = -618008.423930
  nChanged 1
		SP:Iteration 59Q (69521.410000 sec): 3 clusters
  Score: Raw -620847.973612 + Penalty 2839.254621 = -618008.718990
  nChanged 0
		SP:Iteration 60F (69521.580000 sec): 3 clusters
  Score: Raw -620847.973612 + Penalty 2839.254621 = -618008.718990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69521.810000 sec): 2 clusters
  Score: Raw -2307303.106826 + Penalty 1630.044794 = -2305673.062032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69522.110000 sec): 3 clusters
  Score: Raw -2293582.142228 + Penalty 3260.089588 = -2290322.052640
  nChanged 10258
		SP:Iteration 1F (69522.470000 sec): 3 clusters
  Score: Raw -2299120.584391 + Penalty 3260.089588 = -2295860.494803
  nChanged 1193
		SP:Iteration 2F (69522.740000 sec): 3 clusters
  Score: Raw -2299626.401571 + Penalty 3260.089588 = -2296366.311983
  nChanged 1249
		SP:Iteration 3F (69523.090000 sec): 3 clusters
  Score: Raw -2300215.548442 + Penalty 3260.089588 = -2296955.458854
  nChanged 1323
		SP:Iteration 4F (69523.400000 sec): 3 clusters
  Score: Raw -2300888.434998 + Penalty 3260.089588 = -2297628.345410
  nChanged 1381
		SP:Iteration 5F (69523.670000 sec): 3 clusters
  Score: Raw -2301738.837996 + Penalty 3260.089588 = -2298478.748408
  nChanged 1568
		SP:Iteration 6F (69524.010000 sec): 3 clusters
  Score: Raw -2302879.002880 + Penalty 3260.089588 = -2299618.913292
  nChanged 1524
		SP:Iteration 7F (69524.250000 sec): 3 clusters
  Score: Raw -2304164.233932 + Penalty 3260.089588 = -2300904.144344
  nChanged 1278
		SP:Iteration 8F (69524.570000 sec): 3 clusters
  Score: Raw -2305356.761006 + Penalty 3260.089588 = -2302096.671418
  nChanged 897
		SP:Iteration 9Q (69524.850000 sec): 3 clusters
  Score: Raw -2306175.843860 + Penalty 3260.089588 = -2302915.754272
  nChanged 568
		SP:Iteration 10Q (69525.110000 sec): 3 clusters
  Score: Raw -2306677.850367 + Penalty 3260.089588 = -2303417.760779
  nChanged 359
		SP:Iteration 11Q (69525.340000 sec): 3 clusters
  Score: Raw -2306955.288451 + Penalty 3260.089588 = -2303695.198863
  nChanged 227
		SP:Iteration 12Q (69525.630000 sec): 3 clusters
  Score: Raw -2307110.932671 + Penalty 3260.089588 = -2303850.843083
  nChanged 172
		SP:Iteration 13Q (69525.910000 sec): 3 clusters
  Score: Raw -2307219.045241 + Penalty 3260.089588 = -2303958.955653
  nChanged 132
		SP:Iteration 14Q (69526.190000 sec): 3 clusters
  Score: Raw -2307307.423416 + Penalty 3260.089588 = -2304047.333828
  nChanged 105
		SP:Iteration 15Q (69526.410000 sec): 3 clusters
  Score: Raw -2307389.286996 + Penalty 3260.089588 = -2304129.197408
  nChanged 80
		SP:Iteration 16Q (69526.670000 sec): 3 clusters
  Score: Raw -2307434.353129 + Penalty 3260.089588 = -2304174.263541
  nChanged 64
		SP:Iteration 17Q (69526.940000 sec): 3 clusters
  Score: Raw -2307471.482374 + Penalty 3260.089588 = -2304211.392786
  nChanged 46
		SP:Iteration 18Q (69527.250000 sec): 3 clusters
  Score: Raw -2307503.638641 + Penalty 3260.089588 = -2304243.549053
  nChanged 49
		SP:Iteration 19Q (69527.490000 sec): 3 clusters
  Score: Raw -2307533.807257 + Penalty 3260.089588 = -2304273.717669
  nChanged 38
		SP:Iteration 20F (69527.780000 sec): 3 clusters
  Score: Raw -2307548.860098 + Penalty 3260.089588 = -2304288.770510
  nChanged 20
		SP:Iteration 21Q (69528.030000 sec): 3 clusters
  Score: Raw -2307557.000705 + Penalty 3260.089588 = -2304296.911117
  nChanged 12
		SP:Iteration 22Q (69528.290000 sec): 3 clusters
  Score: Raw -2307562.007163 + Penalty 3260.089588 = -2304301.917575
  nChanged 10
		SP:Iteration 23Q (69528.490000 sec): 3 clusters
  Score: Raw -2307567.590190 + Penalty 3260.089588 = -2304307.500602
  nChanged 8
		SP:Iteration 24Q (69528.760000 sec): 3 clusters
  Score: Raw -2307571.009509 + Penalty 3260.089588 = -2304310.919921
  nChanged 6
		SP:Iteration 25Q (69529.010000 sec): 3 clusters
  Score: Raw -2307572.724327 + Penalty 3260.089588 = -2304312.634739
  nChanged 1
		SP:Iteration 26Q (69529.290000 sec): 3 clusters
  Score: Raw -2307572.989218 + Penalty 3260.089588 = -2304312.899630
  nChanged 2
		SP:Iteration 27Q (69529.540000 sec): 3 clusters
  Score: Raw -2307573.228811 + Penalty 3260.089588 = -2304313.139223
  nChanged 0
		SP:Iteration 28F (69529.820000 sec): 3 clusters
  Score: Raw -2307573.228811 + Penalty 3260.089588 = -2304313.139223
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69529.930000 sec): 2 clusters
  Score: Raw -354683.013310 + Penalty 1340.428494 = -353342.584815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69530.110000 sec): 3 clusters
  Score: Raw -352833.829419 + Penalty 2680.856988 = -350152.972430
  nChanged 1509
		SP:Iteration 1F (69530.250000 sec): 3 clusters
  Score: Raw -353864.728254 + Penalty 2680.856988 = -351183.871266
  nChanged 355
		SP:Iteration 2F (69530.380000 sec): 3 clusters
  Score: Raw -354222.298382 + Penalty 2680.856988 = -351541.441393
  nChanged 300
		SP:Iteration 3F (69530.550000 sec): 3 clusters
  Score: Raw -354576.432166 + Penalty 2680.856988 = -351895.575177
  nChanged 270
		SP:Iteration 4F (69530.710000 sec): 3 clusters
  Score: Raw -354846.826653 + Penalty 2680.856988 = -352165.969665
  nChanged 212
		SP:Iteration 5F (69530.880000 sec): 3 clusters
  Score: Raw -355013.303707 + Penalty 2680.856988 = -352332.446719
  nChanged 161
		SP:Iteration 6Q (69531.070000 sec): 3 clusters
  Score: Raw -355146.920141 + Penalty 2680.856988 = -352466.063152
  nChanged 136
		SP:Iteration 7Q (69531.220000 sec): 3 clusters
  Score: Raw -355276.107692 + Penalty 2680.856988 = -352595.250704
  nChanged 141
		SP:Iteration 8Q (69531.350000 sec): 3 clusters
  Score: Raw -355417.222051 + Penalty 2680.856988 = -352736.365063
  nChanged 123
		SP:Iteration 9Q (69531.520000 sec): 3 clusters
  Score: Raw -355542.654689 + Penalty 2680.856988 = -352861.797700
  nChanged 99
		SP:Iteration 10Q (69531.670000 sec): 3 clusters
  Score: Raw -355627.750217 + Penalty 2680.856988 = -352946.893229
  nChanged 79
		SP:Iteration 11Q (69531.820000 sec): 3 clusters
  Score: Raw -355674.890281 + Penalty 2680.856988 = -352994.033292
  nChanged 59
		SP:Iteration 12Q (69532.030000 sec): 3 clusters
  Score: Raw -355711.018179 + Penalty 2680.856988 = -353030.161191
  nChanged 51
		SP:Iteration 13Q (69532.150000 sec): 3 clusters
  Score: Raw -355737.192600 + Penalty 2680.856988 = -353056.335612
  nChanged 34
		SP:Iteration 14Q (69532.340000 sec): 3 clusters
  Score: Raw -355752.768509 + Penalty 2680.856988 = -353071.911520
  nChanged 27
		SP:Iteration 15Q (69532.520000 sec): 3 clusters
  Score: Raw -355763.013962 + Penalty 2680.856988 = -353082.156974
  nChanged 15
		SP:Iteration 16Q (69532.670000 sec): 3 clusters
  Score: Raw -355770.675722 + Penalty 2680.856988 = -353089.818734
  nChanged 17
		SP:Iteration 17Q (69532.840000 sec): 3 clusters
  Score: Raw -355776.322261 + Penalty 2680.856988 = -353095.465273
  nChanged 14
		SP:Iteration 18Q (69533.020000 sec): 3 clusters
  Score: Raw -355780.871395 + Penalty 2680.856988 = -353100.014407
  nChanged 10
		SP:Iteration 19Q (69533.180000 sec): 3 clusters
  Score: Raw -355783.357950 + Penalty 2680.856988 = -353102.500962
  nChanged 8
		SP:Iteration 20F (69533.320000 sec): 3 clusters
  Score: Raw -355786.503723 + Penalty 2680.856988 = -353105.646734
  nChanged 6
		SP:Iteration 21Q (69533.520000 sec): 3 clusters
  Score: Raw -355788.360220 + Penalty 2680.856988 = -353107.503231
  nChanged 4
		SP:Iteration 22Q (69533.680000 sec): 3 clusters
  Score: Raw -355789.176202 + Penalty 2680.856988 = -353108.319214
  nChanged 2
		SP:Iteration 23Q (69533.850000 sec): 3 clusters
  Score: Raw -355789.897285 + Penalty 2680.856988 = -353109.040297
  nChanged 3
		SP:Iteration 24Q (69534.050000 sec): 3 clusters
  Score: Raw -355791.540632 + Penalty 2680.856988 = -353110.683643
  nChanged 8
		SP:Iteration 25Q (69534.220000 sec): 3 clusters
  Score: Raw -355793.005999 + Penalty 2680.856988 = -353112.149011
  nChanged 3
		SP:Iteration 26Q (69534.400000 sec): 3 clusters
  Score: Raw -355793.536321 + Penalty 2680.856988 = -353112.679333
  nChanged 2
		SP:Iteration 27Q (69534.590000 sec): 3 clusters
  Score: Raw -355794.042979 + Penalty 2680.856988 = -353113.185990
  nChanged 3
		SP:Iteration 28Q (69534.810000 sec): 3 clusters
  Score: Raw -355795.576863 + Penalty 2680.856988 = -353114.719875
  nChanged 2
		SP:Iteration 29Q (69534.970000 sec): 3 clusters
  Score: Raw -355796.643715 + Penalty 2680.856988 = -353115.786726
  nChanged 7
		SP:Iteration 30Q (69535.120000 sec): 3 clusters
  Score: Raw -355798.251334 + Penalty 2680.856988 = -353117.394345
  nChanged 3
		SP:Iteration 31Q (69535.310000 sec): 3 clusters
  Score: Raw -355798.760607 + Penalty 2680.856988 = -353117.903619
  nChanged 3
		SP:Iteration 32Q (69535.430000 sec): 3 clusters
  Score: Raw -355799.224500 + Penalty 2680.856988 = -353118.367512
  nChanged 0
		SP:Iteration 33F (69535.550000 sec): 3 clusters
  Score: Raw -355799.224500 + Penalty 2680.856988 = -353118.367512
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69535.640000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69535.760000 sec): 3 clusters
  Score: Raw -13984.926562 + Penalty 1598.993801 = -12385.932761
  nChanged 9
		SP:Iteration 1F (69535.880000 sec): 3 clusters
  Score: Raw -14038.362332 + Penalty 1598.993801 = -12439.368532
  nChanged 5
		SP:Iteration 2Q (69536.000000 sec): 3 clusters
  Score: Raw -14055.686823 + Penalty 1598.993801 = -12456.693022
  nChanged 0
		SP:Iteration 3F (69536.120000 sec): 3 clusters
  Score: Raw -14055.686823 + Penalty 1598.993801 = -12456.693022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69536.210000 sec): 2 clusters
  Score: Raw -468358.599258 + Penalty 1369.999063 = -466988.600195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69536.420000 sec): 3 clusters
  Score: Raw -466024.365197 + Penalty 2739.998126 = -463284.367071
  nChanged 1812
		SP:Iteration 1F (69536.580000 sec): 3 clusters
  Score: Raw -467040.238069 + Penalty 2739.998126 = -464300.239943
  nChanged 351
		SP:Iteration 2F (69536.760000 sec): 3 clusters
  Score: Raw -467265.283025 + Penalty 2739.998126 = -464525.284899
  nChanged 269
		SP:Iteration 3F (69536.880000 sec): 3 clusters
  Score: Raw -467425.612162 + Penalty 2739.998126 = -464685.614036
  nChanged 179
		SP:Iteration 4Q (69537.060000 sec): 3 clusters
  Score: Raw -467534.499037 + Penalty 2739.998126 = -464794.500911
  nChanged 171
		SP:Iteration 5Q (69537.290000 sec): 3 clusters
  Score: Raw -467612.562300 + Penalty 2739.998126 = -464872.564174
  nChanged 130
		SP:Iteration 6Q (69537.420000 sec): 3 clusters
  Score: Raw -467675.780902 + Penalty 2739.998126 = -464935.782777
  nChanged 130
		SP:Iteration 7Q (69537.580000 sec): 3 clusters
  Score: Raw -467751.155821 + Penalty 2739.998126 = -465011.157695
  nChanged 140
		SP:Iteration 8Q (69537.740000 sec): 3 clusters
  Score: Raw -467843.532160 + Penalty 2739.998126 = -465103.534035
  nChanged 129
		SP:Iteration 9Q (69537.890000 sec): 3 clusters
  Score: Raw -467929.557178 + Penalty 2739.998126 = -465189.559053
  nChanged 126
		SP:Iteration 10Q (69538.050000 sec): 3 clusters
  Score: Raw -468004.461765 + Penalty 2739.998126 = -465264.463639
  nChanged 112
		SP:Iteration 11Q (69538.230000 sec): 3 clusters
  Score: Raw -468063.668475 + Penalty 2739.998126 = -465323.670350
  nChanged 96
		SP:Iteration 12Q (69538.410000 sec): 3 clusters
  Score: Raw -468121.130224 + Penalty 2739.998126 = -465381.132098
  nChanged 100
		SP:Iteration 13Q (69538.560000 sec): 3 clusters
  Score: Raw -468177.812799 + Penalty 2739.998126 = -465437.814674
  nChanged 95
		SP:Iteration 14Q (69538.700000 sec): 3 clusters
  Score: Raw -468225.075420 + Penalty 2739.998126 = -465485.077294
  nChanged 81
		SP:Iteration 15Q (69538.860000 sec): 3 clusters
  Score: Raw -468267.748230 + Penalty 2739.998126 = -465527.750105
  nChanged 62
		SP:Iteration 16Q (69539.030000 sec): 3 clusters
  Score: Raw -468301.988952 + Penalty 2739.998126 = -465561.990827
  nChanged 46
		SP:Iteration 17Q (69539.240000 sec): 3 clusters
  Score: Raw -468320.180853 + Penalty 2739.998126 = -465580.182728
  nChanged 34
		SP:Iteration 18Q (69539.410000 sec): 3 clusters
  Score: Raw -468332.967539 + Penalty 2739.998126 = -465592.969413
  nChanged 29
		SP:Iteration 19Q (69539.550000 sec): 3 clusters
  Score: Raw -468345.626329 + Penalty 2739.998126 = -465605.628204
  nChanged 21
		SP:Iteration 20F (69539.730000 sec): 3 clusters
  Score: Raw -468355.422858 + Penalty 2739.998126 = -465615.424732
  nChanged 20
		SP:Iteration 21Q (69539.880000 sec): 3 clusters
  Score: Raw -468363.413419 + Penalty 2739.998126 = -465623.415294
  nChanged 16
		SP:Iteration 22Q (69540.050000 sec): 3 clusters
  Score: Raw -468372.154466 + Penalty 2739.998126 = -465632.156341
  nChanged 19
		SP:Iteration 23Q (69540.230000 sec): 3 clusters
  Score: Raw -468382.273158 + Penalty 2739.998126 = -465642.275032
  nChanged 20
		SP:Iteration 24Q (69540.380000 sec): 3 clusters
  Score: Raw -468389.942311 + Penalty 2739.998126 = -465649.944185
  nChanged 18
		SP:Iteration 25Q (69540.560000 sec): 3 clusters
  Score: Raw -468396.218410 + Penalty 2739.998126 = -465656.220285
  nChanged 10
		SP:Iteration 26Q (69540.690000 sec): 3 clusters
  Score: Raw -468398.832874 + Penalty 2739.998126 = -465658.834748
  nChanged 6
		SP:Iteration 27Q (69540.900000 sec): 3 clusters
  Score: Raw -468400.630392 + Penalty 2739.998126 = -465660.632266
  nChanged 9
		SP:Iteration 28Q (69541.050000 sec): 3 clusters
  Score: Raw -468404.109012 + Penalty 2739.998126 = -465664.110886
  nChanged 7
		SP:Iteration 29Q (69541.270000 sec): 3 clusters
  Score: Raw -468408.471626 + Penalty 2739.998126 = -465668.473501
  nChanged 12
		SP:Iteration 30Q (69541.490000 sec): 3 clusters
  Score: Raw -468414.650601 + Penalty 2739.998126 = -465674.652475
  nChanged 11
		SP:Iteration 31Q (69541.650000 sec): 3 clusters
  Score: Raw -468418.892101 + Penalty 2739.998126 = -465678.893975
  nChanged 6
		SP:Iteration 32Q (69541.840000 sec): 3 clusters
  Score: Raw -468421.191740 + Penalty 2739.998126 = -465681.193614
  nChanged 9
		SP:Iteration 33Q (69541.960000 sec): 3 clusters
  Score: Raw -468424.519991 + Penalty 2739.998126 = -465684.521866
  nChanged 5
		SP:Iteration 34Q (69542.130000 sec): 3 clusters
  Score: Raw -468426.129732 + Penalty 2739.998126 = -465686.131607
  nChanged 4
		SP:Iteration 35Q (69542.350000 sec): 3 clusters
  Score: Raw -468428.232871 + Penalty 2739.998126 = -465688.234745
  nChanged 6
		SP:Iteration 36Q (69542.500000 sec): 3 clusters
  Score: Raw -468432.188015 + Penalty 2739.998126 = -465692.189890
  nChanged 8
		SP:Iteration 37Q (69542.660000 sec): 3 clusters
  Score: Raw -468435.903834 + Penalty 2739.998126 = -465695.905709
  nChanged 6
		SP:Iteration 38Q (69542.810000 sec): 3 clusters
  Score: Raw -468441.297928 + Penalty 2739.998126 = -465701.299803
  nChanged 10
		SP:Iteration 39Q (69543.020000 sec): 3 clusters
  Score: Raw -468446.241506 + Penalty 2739.998126 = -465706.243380
  nChanged 14
		SP:Iteration 40F (69543.190000 sec): 3 clusters
  Score: Raw -468454.904637 + Penalty 2739.998126 = -465714.906511
  nChanged 12
		SP:Iteration 41Q (69543.360000 sec): 3 clusters
  Score: Raw -468463.730339 + Penalty 2739.998126 = -465723.732213
  nChanged 16
		SP:Iteration 42Q (69543.550000 sec): 3 clusters
  Score: Raw -468471.990488 + Penalty 2739.998126 = -465731.992362
  nChanged 12
		SP:Iteration 43Q (69543.710000 sec): 3 clusters
  Score: Raw -468479.342348 + Penalty 2739.998126 = -465739.344222
  nChanged 8
		SP:Iteration 44Q (69543.900000 sec): 3 clusters
  Score: Raw -468481.711662 + Penalty 2739.998126 = -465741.713536
  nChanged 6
		SP:Iteration 45Q (69544.070000 sec): 3 clusters
  Score: Raw -468484.921104 + Penalty 2739.998126 = -465744.922979
  nChanged 7
		SP:Iteration 46Q (69544.250000 sec): 3 clusters
  Score: Raw -468488.868845 + Penalty 2739.998126 = -465748.870719
  nChanged 3
		SP:Iteration 47Q (69544.410000 sec): 3 clusters
  Score: Raw -468490.381945 + Penalty 2739.998126 = -465750.383819
  nChanged 7
		SP:Iteration 48Q (69544.640000 sec): 3 clusters
  Score: Raw -468492.871424 + Penalty 2739.998126 = -465752.873299
  nChanged 6
		SP:Iteration 49Q (69544.770000 sec): 3 clusters
  Score: Raw -468495.360097 + Penalty 2739.998126 = -465755.361972
  nChanged 6
		SP:Iteration 50Q (69544.920000 sec): 3 clusters
  Score: Raw -468498.195950 + Penalty 2739.998126 = -465758.197824
  nChanged 5
		SP:Iteration 51Q (69545.130000 sec): 3 clusters
  Score: Raw -468501.404759 + Penalty 2739.998126 = -465761.406633
  nChanged 4
		SP:Iteration 52Q (69545.310000 sec): 3 clusters
  Score: Raw -468504.313075 + Penalty 2739.998126 = -465764.314949
  nChanged 1
		SP:Iteration 53Q (69545.480000 sec): 3 clusters
  Score: Raw -468504.637692 + Penalty 2739.998126 = -465764.639566
  nChanged 0
		SP:Iteration 54F (69545.660000 sec): 3 clusters
  Score: Raw -468504.637692 + Penalty 2739.998126 = -465764.639566
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69545.770000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69545.970000 sec): 3 clusters
  Score: Raw -481942.332891 + Penalty 2725.876488 = -479216.456403
  nChanged 1736
		SP:Iteration 1F (69546.120000 sec): 3 clusters
  Score: Raw -482900.988802 + Penalty 2725.876488 = -480175.112314
  nChanged 290
		SP:Iteration 2F (69546.300000 sec): 3 clusters
  Score: Raw -483041.936142 + Penalty 2725.876488 = -480316.059654
  nChanged 194
		SP:Iteration 3Q (69546.460000 sec): 3 clusters
  Score: Raw -483131.988752 + Penalty 2725.876488 = -480406.112264
  nChanged 141
		SP:Iteration 4Q (69546.610000 sec): 3 clusters
  Score: Raw -483198.339928 + Penalty 2725.876488 = -480472.463440
  nChanged 132
		SP:Iteration 5Q (69546.790000 sec): 3 clusters
  Score: Raw -483273.405032 + Penalty 2725.876488 = -480547.528544
  nChanged 151
		SP:Iteration 6Q (69547.000000 sec): 3 clusters
  Score: Raw -483361.726696 + Penalty 2725.876488 = -480635.850208
  nChanged 158
		SP:Iteration 7Q (69547.140000 sec): 3 clusters
  Score: Raw -483463.477416 + Penalty 2725.876488 = -480737.600929
  nChanged 152
		SP:Iteration 8Q (69547.390000 sec): 3 clusters
  Score: Raw -483555.581458 + Penalty 2725.876488 = -480829.704970
  nChanged 147
		SP:Iteration 9Q (69547.510000 sec): 3 clusters
  Score: Raw -483659.175594 + Penalty 2725.876488 = -480933.299106
  nChanged 150
		SP:Iteration 10Q (69547.690000 sec): 3 clusters
  Score: Raw -483771.684414 + Penalty 2725.876488 = -481045.807926
  nChanged 123
		SP:Iteration 11Q (69547.880000 sec): 3 clusters
  Score: Raw -483858.145100 + Penalty 2725.876488 = -481132.268613
  nChanged 117
		SP:Iteration 12Q (69548.030000 sec): 3 clusters
  Score: Raw -483951.157934 + Penalty 2725.876488 = -481225.281446
  nChanged 104
		SP:Iteration 13Q (69548.240000 sec): 3 clusters
  Score: Raw -484045.145922 + Penalty 2725.876488 = -481319.269434
  nChanged 88
		SP:Iteration 14Q (69548.420000 sec): 3 clusters
  Score: Raw -484123.994536 + Penalty 2725.876488 = -481398.118048
  nChanged 72
		SP:Iteration 15Q (69548.570000 sec): 3 clusters
  Score: Raw -484180.221407 + Penalty 2725.876488 = -481454.344919
  nChanged 52
		SP:Iteration 16Q (69548.680000 sec): 3 clusters
  Score: Raw -484218.535061 + Penalty 2725.876488 = -481492.658573
  nChanged 36
		SP:Iteration 17Q (69548.870000 sec): 3 clusters
  Score: Raw -484249.809845 + Penalty 2725.876488 = -481523.933357
  nChanged 19
		SP:Iteration 18Q (69549.000000 sec): 3 clusters
  Score: Raw -484267.315525 + Penalty 2725.876488 = -481541.439037
  nChanged 22
		SP:Iteration 19Q (69549.120000 sec): 3 clusters
  Score: Raw -484284.481170 + Penalty 2725.876488 = -481558.604682
  nChanged 19
		SP:Iteration 20F (69549.260000 sec): 3 clusters
  Score: Raw -484301.009894 + Penalty 2725.876488 = -481575.133406
  nChanged 16
		SP:Iteration 21Q (69549.450000 sec): 3 clusters
  Score: Raw -484315.716817 + Penalty 2725.876488 = -481589.840330
  nChanged 11
		SP:Iteration 22Q (69549.590000 sec): 3 clusters
  Score: Raw -484327.072771 + Penalty 2725.876488 = -481601.196283
  nChanged 10
		SP:Iteration 23Q (69549.740000 sec): 3 clusters
  Score: Raw -484335.148769 + Penalty 2725.876488 = -481609.272281
  nChanged 4
		SP:Iteration 24Q (69549.900000 sec): 3 clusters
  Score: Raw -484339.338791 + Penalty 2725.876488 = -481613.462304
  nChanged 4
		SP:Iteration 25Q (69550.080000 sec): 3 clusters
  Score: Raw -484342.501601 + Penalty 2725.876488 = -481616.625113
  nChanged 4
		SP:Iteration 26Q (69550.270000 sec): 3 clusters
  Score: Raw -484346.168680 + Penalty 2725.876488 = -481620.292192
  nChanged 5
		SP:Iteration 27Q (69550.430000 sec): 3 clusters
  Score: Raw -484350.032145 + Penalty 2725.876488 = -481624.155657
  nChanged 4
		SP:Iteration 28Q (69550.610000 sec): 3 clusters
  Score: Raw -484353.295268 + Penalty 2725.876488 = -481627.418780
  nChanged 5
		SP:Iteration 29Q (69550.740000 sec): 3 clusters
  Score: Raw -484357.936918 + Penalty 2725.876488 = -481632.060430
  nChanged 4
		SP:Iteration 30Q (69550.950000 sec): 3 clusters
  Score: Raw -484360.719187 + Penalty 2725.876488 = -481634.842699
  nChanged 2
		SP:Iteration 31Q (69551.050000 sec): 3 clusters
  Score: Raw -484362.107287 + Penalty 2725.876488 = -481636.230799
  nChanged 1
		SP:Iteration 32Q (69551.260000 sec): 3 clusters
  Score: Raw -484362.714543 + Penalty 2725.876488 = -481636.838055
  nChanged 2
		SP:Iteration 33Q (69551.440000 sec): 3 clusters
  Score: Raw -484363.580505 + Penalty 2725.876488 = -481637.704017
  nChanged 1
		SP:Iteration 34Q (69551.600000 sec): 3 clusters
  Score: Raw -484364.028783 + Penalty 2725.876488 = -481638.152296
  nChanged 0
		SP:Iteration 35F (69551.770000 sec): 3 clusters
  Score: Raw -484364.028783 + Penalty 2725.876488 = -481638.152296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69551.850000 sec): 2 clusters
  Score: Raw -856832.804794 + Penalty 1465.832989 = -855366.971806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69552.090000 sec): 3 clusters
  Score: Raw -852227.428569 + Penalty 2931.665977 = -849295.762592
  nChanged 3507
		SP:Iteration 1F (69552.280000 sec): 3 clusters
  Score: Raw -854151.073557 + Penalty 2931.665977 = -851219.407579
  nChanged 523
		SP:Iteration 2F (69552.490000 sec): 3 clusters
  Score: Raw -854379.753772 + Penalty 2931.665977 = -851448.087794
  nChanged 414
		SP:Iteration 3F (69552.660000 sec): 3 clusters
  Score: Raw -854557.233316 + Penalty 2931.665977 = -851625.567339
  nChanged 332
		SP:Iteration 4Q (69552.840000 sec): 3 clusters
  Score: Raw -854706.823802 + Penalty 2931.665977 = -851775.157825
  nChanged 335
		SP:Iteration 5Q (69553.060000 sec): 3 clusters
  Score: Raw -854873.846759 + Penalty 2931.665977 = -851942.180782
  nChanged 389
		SP:Iteration 6Q (69553.200000 sec): 3 clusters
  Score: Raw -855100.170212 + Penalty 2931.665977 = -852168.504234
  nChanged 432
		SP:Iteration 7F (69553.410000 sec): 3 clusters
  Score: Raw -855381.349294 + Penalty 2931.665977 = -852449.683316
  nChanged 436
		SP:Iteration 8F (69553.580000 sec): 3 clusters
  Score: Raw -855672.739346 + Penalty 2931.665977 = -852741.073369
  nChanged 437
		SP:Iteration 9F (69553.800000 sec): 3 clusters
  Score: Raw -855978.004254 + Penalty 2931.665977 = -853046.338276
  nChanged 381
		SP:Iteration 10Q (69553.990000 sec): 3 clusters
  Score: Raw -856233.080355 + Penalty 2931.665977 = -853301.414377
  nChanged 324
		SP:Iteration 11Q (69554.190000 sec): 3 clusters
  Score: Raw -856449.602051 + Penalty 2931.665977 = -853517.936074
  nChanged 283
		SP:Iteration 12Q (69554.410000 sec): 3 clusters
  Score: Raw -856641.049224 + Penalty 2931.665977 = -853709.383247
  nChanged 246
		SP:Iteration 13Q (69554.560000 sec): 3 clusters
  Score: Raw -856809.997718 + Penalty 2931.665977 = -853878.331741
  nChanged 200
		SP:Iteration 14Q (69554.770000 sec): 3 clusters
  Score: Raw -856940.849070 + Penalty 2931.665977 = -854009.183093
  nChanged 170
		SP:Iteration 15Q (69554.950000 sec): 3 clusters
  Score: Raw -857065.912530 + Penalty 2931.665977 = -854134.246553
  nChanged 164
		SP:Iteration 16Q (69555.130000 sec): 3 clusters
  Score: Raw -857189.940310 + Penalty 2931.665977 = -854258.274333
  nChanged 141
		SP:Iteration 17Q (69555.310000 sec): 3 clusters
  Score: Raw -857309.671800 + Penalty 2931.665977 = -854378.005823
  nChanged 121
		SP:Iteration 18Q (69555.480000 sec): 3 clusters
  Score: Raw -857404.250061 + Penalty 2931.665977 = -854472.584084
  nChanged 102
		SP:Iteration 19Q (69555.670000 sec): 3 clusters
  Score: Raw -857477.713117 + Penalty 2931.665977 = -854546.047139
  nChanged 72
		SP:Iteration 20F (69555.850000 sec): 3 clusters
  Score: Raw -857528.130602 + Penalty 2931.665977 = -854596.464624
  nChanged 60
		SP:Iteration 21Q (69556.110000 sec): 3 clusters
  Score: Raw -857558.554492 + Penalty 2931.665977 = -854626.888515
  nChanged 49
		SP:Iteration 22Q (69556.280000 sec): 3 clusters
  Score: Raw -857578.252379 + Penalty 2931.665977 = -854646.586402
  nChanged 28
		SP:Iteration 23Q (69556.460000 sec): 3 clusters
  Score: Raw -857589.207217 + Penalty 2931.665977 = -854657.541239
  nChanged 22
		SP:Iteration 24Q (69556.640000 sec): 3 clusters
  Score: Raw -857595.597803 + Penalty 2931.665977 = -854663.931826
  nChanged 17
		SP:Iteration 25Q (69556.850000 sec): 3 clusters
  Score: Raw -857599.994219 + Penalty 2931.665977 = -854668.328241
  nChanged 15
		SP:Iteration 26Q (69557.020000 sec): 3 clusters
  Score: Raw -857602.805226 + Penalty 2931.665977 = -854671.139248
  nChanged 8
		SP:Iteration 27Q (69557.240000 sec): 3 clusters
  Score: Raw -857604.292035 + Penalty 2931.665977 = -854672.626057
  nChanged 7
		SP:Iteration 28Q (69557.460000 sec): 3 clusters
  Score: Raw -857606.035663 + Penalty 2931.665977 = -854674.369686
  nChanged 8
		SP:Iteration 29Q (69557.610000 sec): 3 clusters
  Score: Raw -857607.952848 + Penalty 2931.665977 = -854676.286871
  nChanged 6
		SP:Iteration 30Q (69557.830000 sec): 3 clusters
  Score: Raw -857609.742754 + Penalty 2931.665977 = -854678.076777
  nChanged 6
		SP:Iteration 31Q (69557.990000 sec): 3 clusters
  Score: Raw -857610.451747 + Penalty 2931.665977 = -854678.785770
  nChanged 1
		SP:Iteration 32Q (69558.210000 sec): 3 clusters
  Score: Raw -857610.682518 + Penalty 2931.665977 = -854679.016541
  nChanged 1
		SP:Iteration 33Q (69558.380000 sec): 3 clusters
  Score: Raw -857610.805816 + Penalty 2931.665977 = -854679.139838
  nChanged 0
		SP:Iteration 34F (69558.630000 sec): 3 clusters
  Score: Raw -857610.805816 + Penalty 2931.665977 = -854679.139838
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69558.720000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69558.980000 sec): 3 clusters
  Score: Raw -767287.249055 + Penalty 2889.383429 = -764397.865626
  nChanged 3072
		SP:Iteration 1F (69559.180000 sec): 3 clusters
  Score: Raw -768997.604090 + Penalty 2889.383429 = -766108.220661
  nChanged 570
		SP:Iteration 2F (69559.390000 sec): 3 clusters
  Score: Raw -769419.803953 + Penalty 2889.383429 = -766530.420524
  nChanged 543
		SP:Iteration 3F (69559.530000 sec): 3 clusters
  Score: Raw -769833.526653 + Penalty 2889.383429 = -766944.143223
  nChanged 527
		SP:Iteration 4F (69559.740000 sec): 3 clusters
  Score: Raw -770272.729094 + Penalty 2889.383429 = -767383.345665
  nChanged 491
		SP:Iteration 5F (69559.930000 sec): 3 clusters
  Score: Raw -770644.579483 + Penalty 2889.383429 = -767755.196053
  nChanged 413
		SP:Iteration 6F (69560.120000 sec): 3 clusters
  Score: Raw -770919.848298 + Penalty 2889.383429 = -768030.464869
  nChanged 300
		SP:Iteration 7Q (69560.300000 sec): 3 clusters
  Score: Raw -771060.301629 + Penalty 2889.383429 = -768170.918200
  nChanged 213
		SP:Iteration 8Q (69560.490000 sec): 3 clusters
  Score: Raw -771147.622836 + Penalty 2889.383429 = -768258.239406
  nChanged 150
		SP:Iteration 9Q (69560.700000 sec): 3 clusters
  Score: Raw -771204.848943 + Penalty 2889.383429 = -768315.465514
  nChanged 127
		SP:Iteration 10Q (69560.860000 sec): 3 clusters
  Score: Raw -771249.915707 + Penalty 2889.383429 = -768360.532278
  nChanged 102
		SP:Iteration 11Q (69561.050000 sec): 3 clusters
  Score: Raw -771285.587045 + Penalty 2889.383429 = -768396.203616
  nChanged 93
		SP:Iteration 12Q (69561.230000 sec): 3 clusters
  Score: Raw -771315.660889 + Penalty 2889.383429 = -768426.277460
  nChanged 65
		SP:Iteration 13Q (69561.420000 sec): 3 clusters
  Score: Raw -771330.448998 + Penalty 2889.383429 = -768441.065568
  nChanged 42
		SP:Iteration 14Q (69561.640000 sec): 3 clusters
  Score: Raw -771340.059028 + Penalty 2889.383429 = -768450.675599
  nChanged 38
		SP:Iteration 15Q (69561.830000 sec): 3 clusters
  Score: Raw -771347.775543 + Penalty 2889.383429 = -768458.392114
  nChanged 36
		SP:Iteration 16Q (69562.060000 sec): 3 clusters
  Score: Raw -771355.913340 + Penalty 2889.383429 = -768466.529911
  nChanged 41
		SP:Iteration 17Q (69562.190000 sec): 3 clusters
  Score: Raw -771366.572799 + Penalty 2889.383429 = -768477.189369
  nChanged 39
		SP:Iteration 18Q (69562.400000 sec): 3 clusters
  Score: Raw -771374.905527 + Penalty 2889.383429 = -768485.522097
  nChanged 38
		SP:Iteration 19Q (69562.570000 sec): 3 clusters
  Score: Raw -771383.253144 + Penalty 2889.383429 = -768493.869715
  nChanged 27
		SP:Iteration 20F (69562.740000 sec): 3 clusters
  Score: Raw -771387.761086 + Penalty 2889.383429 = -768498.377657
  nChanged 27
		SP:Iteration 21Q (69562.940000 sec): 3 clusters
  Score: Raw -771392.267172 + Penalty 2889.383429 = -768502.883743
  nChanged 26
		SP:Iteration 22Q (69563.110000 sec): 3 clusters
  Score: Raw -771396.253635 + Penalty 2889.383429 = -768506.870205
  nChanged 15
		SP:Iteration 23Q (69563.290000 sec): 3 clusters
  Score: Raw -771398.411638 + Penalty 2889.383429 = -768509.028209
  nChanged 11
		SP:Iteration 24Q (69563.510000 sec): 3 clusters
  Score: Raw -771399.689858 + Penalty 2889.383429 = -768510.306428
  nChanged 9
		SP:Iteration 25Q (69563.690000 sec): 3 clusters
  Score: Raw -771400.883579 + Penalty 2889.383429 = -768511.500149
  nChanged 12
		SP:Iteration 26Q (69563.890000 sec): 3 clusters
  Score: Raw -771402.549056 + Penalty 2889.383429 = -768513.165626
  nChanged 10
		SP:Iteration 27Q (69564.050000 sec): 3 clusters
  Score: Raw -771403.924485 + Penalty 2889.383429 = -768514.541056
  nChanged 8
		SP:Iteration 28Q (69564.270000 sec): 3 clusters
  Score: Raw -771405.051547 + Penalty 2889.383429 = -768515.668117
  nChanged 6
		SP:Iteration 29Q (69564.460000 sec): 3 clusters
  Score: Raw -771406.293741 + Penalty 2889.383429 = -768516.910312
  nChanged 9
		SP:Iteration 30Q (69564.670000 sec): 3 clusters
  Score: Raw -771408.460935 + Penalty 2889.383429 = -768519.077505
  nChanged 14
		SP:Iteration 31Q (69564.830000 sec): 3 clusters
  Score: Raw -771410.896787 + Penalty 2889.383429 = -768521.513358
  nChanged 13
		SP:Iteration 32Q (69565.030000 sec): 3 clusters
  Score: Raw -771413.374977 + Penalty 2889.383429 = -768523.991547
  nChanged 13
		SP:Iteration 33Q (69565.200000 sec): 3 clusters
  Score: Raw -771415.204428 + Penalty 2889.383429 = -768525.820999
  nChanged 9
		SP:Iteration 34Q (69565.380000 sec): 3 clusters
  Score: Raw -771416.259045 + Penalty 2889.383429 = -768526.875615
  nChanged 5
		SP:Iteration 35Q (69565.520000 sec): 3 clusters
  Score: Raw -771416.801031 + Penalty 2889.383429 = -768527.417602
  nChanged 3
		SP:Iteration 36Q (69565.690000 sec): 3 clusters
  Score: Raw -771417.134433 + Penalty 2889.383429 = -768527.751004
  nChanged 3
		SP:Iteration 37Q (69565.890000 sec): 3 clusters
  Score: Raw -771417.490243 + Penalty 2889.383429 = -768528.106813
  nChanged 2
		SP:Iteration 38Q (69566.130000 sec): 3 clusters
  Score: Raw -771417.643007 + Penalty 2889.383429 = -768528.259577
  nChanged 1
		SP:Iteration 39Q (69566.330000 sec): 3 clusters
  Score: Raw -771417.827212 + Penalty 2889.383429 = -768528.443782
  nChanged 0
		SP:Iteration 40F (69566.490000 sec): 3 clusters
  Score: Raw -771417.827212 + Penalty 2889.383429 = -768528.443782
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69566.570000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69566.720000 sec): 3 clusters
  Score: Raw -233903.561219 + Penalty 2522.428734 = -231381.132485
  nChanged 854
		SP:Iteration 1F (69566.860000 sec): 3 clusters
  Score: Raw -234430.401160 + Penalty 2522.428734 = -231907.972426
  nChanged 193
		SP:Iteration 2F (69567.040000 sec): 3 clusters
  Score: Raw -234604.568218 + Penalty 2522.428734 = -232082.139484
  nChanged 162
		SP:Iteration 3F (69567.170000 sec): 3 clusters
  Score: Raw -234776.327910 + Penalty 2522.428734 = -232253.899176
  nChanged 126
		SP:Iteration 4F (69567.320000 sec): 3 clusters
  Score: Raw -234904.996148 + Penalty 2522.428734 = -232382.567414
  nChanged 116
		SP:Iteration 5Q (69567.480000 sec): 3 clusters
  Score: Raw -235021.883475 + Penalty 2522.428734 = -232499.454742
  nChanged 108
		SP:Iteration 6Q (69567.650000 sec): 3 clusters
  Score: Raw -235106.680838 + Penalty 2522.428734 = -232584.252104
  nChanged 96
		SP:Iteration 7Q (69567.790000 sec): 3 clusters
  Score: Raw -235178.700708 + Penalty 2522.428734 = -232656.271975
  nChanged 67
		SP:Iteration 8Q (69567.930000 sec): 3 clusters
  Score: Raw -235228.695566 + Penalty 2522.428734 = -232706.266833
  nChanged 65
		SP:Iteration 9Q (69568.090000 sec): 3 clusters
  Score: Raw -235267.092357 + Penalty 2522.428734 = -232744.663624
  nChanged 43
		SP:Iteration 10Q (69568.250000 sec): 3 clusters
  Score: Raw -235297.385035 + Penalty 2522.428734 = -232774.956301
  nChanged 35
		SP:Iteration 11Q (69568.430000 sec): 3 clusters
  Score: Raw -235317.087309 + Penalty 2522.428734 = -232794.658575
  nChanged 25
		SP:Iteration 12Q (69568.590000 sec): 3 clusters
  Score: Raw -235329.507332 + Penalty 2522.428734 = -232807.078598
  nChanged 23
		SP:Iteration 13Q (69568.750000 sec): 3 clusters
  Score: Raw -235342.797438 + Penalty 2522.428734 = -232820.368704
  nChanged 26
		SP:Iteration 14Q (69568.910000 sec): 3 clusters
  Score: Raw -235355.630317 + Penalty 2522.428734 = -232833.201583
  nChanged 15
		SP:Iteration 15Q (69569.090000 sec): 3 clusters
  Score: Raw -235362.567589 + Penalty 2522.428734 = -232840.138855
  nChanged 7
		SP:Iteration 16Q (69569.240000 sec): 3 clusters
  Score: Raw -235365.913266 + Penalty 2522.428734 = -232843.484532
  nChanged 8
		SP:Iteration 17Q (69569.390000 sec): 3 clusters
  Score: Raw -235369.725460 + Penalty 2522.428734 = -232847.296726
  nChanged 14
		SP:Iteration 18Q (69569.550000 sec): 3 clusters
  Score: Raw -235377.441072 + Penalty 2522.428734 = -232855.012338
  nChanged 10
		SP:Iteration 19Q (69569.730000 sec): 3 clusters
  Score: Raw -235384.422303 + Penalty 2522.428734 = -232861.993569
  nChanged 11
		SP:Iteration 20F (69569.940000 sec): 3 clusters
  Score: Raw -235390.559537 + Penalty 2522.428734 = -232868.130804
  nChanged 6
		SP:Iteration 21Q (69570.070000 sec): 3 clusters
  Score: Raw -235394.447077 + Penalty 2522.428734 = -232872.018343
  nChanged 7
		SP:Iteration 22Q (69570.220000 sec): 3 clusters
  Score: Raw -235397.664040 + Penalty 2522.428734 = -232875.235306
  nChanged 5
		SP:Iteration 23Q (69570.370000 sec): 3 clusters
  Score: Raw -235399.170671 + Penalty 2522.428734 = -232876.741937
  nChanged 2
		SP:Iteration 24Q (69570.540000 sec): 3 clusters
  Score: Raw -235399.689424 + Penalty 2522.428734 = -232877.260690
  nChanged 2
		SP:Iteration 25Q (69570.680000 sec): 3 clusters
  Score: Raw -235400.621375 + Penalty 2522.428734 = -232878.192642
  nChanged 1
		SP:Iteration 26Q (69570.820000 sec): 3 clusters
  Score: Raw -235401.013969 + Penalty 2522.428734 = -232878.585235
  nChanged 3
		SP:Iteration 27Q (69570.980000 sec): 3 clusters
  Score: Raw -235402.056979 + Penalty 2522.428734 = -232879.628245
  nChanged 3
		SP:Iteration 28Q (69571.190000 sec): 3 clusters
  Score: Raw -235403.521225 + Penalty 2522.428734 = -232881.092491
  nChanged 2
		SP:Iteration 29Q (69571.340000 sec): 3 clusters
  Score: Raw -235404.283547 + Penalty 2522.428734 = -232881.854813
  nChanged 1
		SP:Iteration 30Q (69571.470000 sec): 3 clusters
  Score: Raw -235405.211298 + Penalty 2522.428734 = -232882.782564
  nChanged 1
		SP:Iteration 31Q (69571.650000 sec): 3 clusters
  Score: Raw -235405.701544 + Penalty 2522.428734 = -232883.272811
  nChanged 2
		SP:Iteration 32Q (69571.840000 sec): 3 clusters
  Score: Raw -235407.160437 + Penalty 2522.428734 = -232884.731703
  nChanged 4
		SP:Iteration 33Q (69571.930000 sec): 3 clusters
  Score: Raw -235409.414260 + Penalty 2522.428734 = -232886.985526
  nChanged 2
		SP:Iteration 34Q (69572.060000 sec): 3 clusters
  Score: Raw -235410.884106 + Penalty 2522.428734 = -232888.455372
  nChanged 2
		SP:Iteration 35Q (69572.250000 sec): 3 clusters
  Score: Raw -235412.266936 + Penalty 2522.428734 = -232889.838202
  nChanged 3
		SP:Iteration 36Q (69572.400000 sec): 3 clusters
  Score: Raw -235413.597285 + Penalty 2522.428734 = -232891.168552
  nChanged 2
		SP:Iteration 37Q (69572.520000 sec): 3 clusters
  Score: Raw -235414.566059 + Penalty 2522.428734 = -232892.137325
  nChanged 0
		SP:Iteration 38F (69572.680000 sec): 3 clusters
  Score: Raw -235414.566059 + Penalty 2522.428734 = -232892.137325
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69572.790000 sec): 2 clusters
  Score: Raw -538296.229061 + Penalty 1396.820671 = -536899.408391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69572.960000 sec): 3 clusters
  Score: Raw -535478.905122 + Penalty 2793.641341 = -532685.263780
  nChanged 2181
		SP:Iteration 1F (69573.100000 sec): 3 clusters
  Score: Raw -536715.512707 + Penalty 2793.641341 = -533921.871365
  nChanged 375
		SP:Iteration 2F (69573.300000 sec): 3 clusters
  Score: Raw -536951.664186 + Penalty 2793.641341 = -534158.022845
  nChanged 323
		SP:Iteration 3F (69573.460000 sec): 3 clusters
  Score: Raw -537160.444893 + Penalty 2793.641341 = -534366.803551
  nChanged 278
		SP:Iteration 4F (69573.640000 sec): 3 clusters
  Score: Raw -537341.680873 + Penalty 2793.641341 = -534548.039532
  nChanged 254
		SP:Iteration 5Q (69573.820000 sec): 3 clusters
  Score: Raw -537517.651644 + Penalty 2793.641341 = -534724.010302
  nChanged 270
		SP:Iteration 6Q (69574.030000 sec): 3 clusters
  Score: Raw -537731.168577 + Penalty 2793.641341 = -534937.527236
  nChanged 265
		SP:Iteration 7Q (69574.180000 sec): 3 clusters
  Score: Raw -537942.228326 + Penalty 2793.641341 = -535148.586984
  nChanged 247
		SP:Iteration 8Q (69574.380000 sec): 3 clusters
  Score: Raw -538194.017647 + Penalty 2793.641341 = -535400.376306
  nChanged 266
		SP:Iteration 9Q (69574.500000 sec): 3 clusters
  Score: Raw -538497.538040 + Penalty 2793.641341 = -535703.896699
  nChanged 261
		SP:Iteration 10Q (69574.680000 sec): 3 clusters
  Score: Raw -538768.343115 + Penalty 2793.641341 = -535974.701773
  nChanged 211
		SP:Iteration 11Q (69574.850000 sec): 3 clusters
  Score: Raw -538978.371068 + Penalty 2793.641341 = -536184.729727
  nChanged 170
		SP:Iteration 12Q (69575.040000 sec): 3 clusters
  Score: Raw -539138.657743 + Penalty 2793.641341 = -536345.016401
  nChanged 127
		SP:Iteration 13Q (69575.240000 sec): 3 clusters
  Score: Raw -539257.580670 + Penalty 2793.641341 = -536463.939328
  nChanged 104
		SP:Iteration 14Q (69575.380000 sec): 3 clusters
  Score: Raw -539339.191872 + Penalty 2793.641341 = -536545.550531
  nChanged 85
		SP:Iteration 15Q (69575.520000 sec): 3 clusters
  Score: Raw -539388.206149 + Penalty 2793.641341 = -536594.564808
  nChanged 50
		SP:Iteration 16Q (69575.640000 sec): 3 clusters
  Score: Raw -539412.455215 + Penalty 2793.641341 = -536618.813873
  nChanged 31
		SP:Iteration 17Q (69575.800000 sec): 3 clusters
  Score: Raw -539424.676762 + Penalty 2793.641341 = -536631.035420
  nChanged 25
		SP:Iteration 18Q (69575.950000 sec): 3 clusters
  Score: Raw -539433.989279 + Penalty 2793.641341 = -536640.347938
  nChanged 17
		SP:Iteration 19Q (69576.140000 sec): 3 clusters
  Score: Raw -539438.651767 + Penalty 2793.641341 = -536645.010426
  nChanged 16
		SP:Iteration 20F (69576.340000 sec): 3 clusters
  Score: Raw -539444.138372 + Penalty 2793.641341 = -536650.497031
  nChanged 9
		SP:Iteration 21Q (69576.470000 sec): 3 clusters
  Score: Raw -539446.731620 + Penalty 2793.641341 = -536653.090279
  nChanged 9
		SP:Iteration 22Q (69576.620000 sec): 3 clusters
  Score: Raw -539448.610637 + Penalty 2793.641341 = -536654.969296
  nChanged 5
		SP:Iteration 23Q (69576.820000 sec): 3 clusters
  Score: Raw -539449.809982 + Penalty 2793.641341 = -536656.168641
  nChanged 7
		SP:Iteration 24Q (69577.000000 sec): 3 clusters
  Score: Raw -539451.156983 + Penalty 2793.641341 = -536657.515641
  nChanged 4
		SP:Iteration 25Q (69577.170000 sec): 3 clusters
  Score: Raw -539452.647392 + Penalty 2793.641341 = -536659.006050
  nChanged 7
		SP:Iteration 26Q (69577.340000 sec): 3 clusters
  Score: Raw -539454.742450 + Penalty 2793.641341 = -536661.101109
  nChanged 9
		SP:Iteration 27Q (69577.490000 sec): 3 clusters
  Score: Raw -539457.106516 + Penalty 2793.641341 = -536663.465174
  nChanged 6
		SP:Iteration 28Q (69577.670000 sec): 3 clusters
  Score: Raw -539458.345554 + Penalty 2793.641341 = -536664.704212
  nChanged 4
		SP:Iteration 29Q (69577.820000 sec): 3 clusters
  Score: Raw -539459.039467 + Penalty 2793.641341 = -536665.398126
  nChanged 2
		SP:Iteration 30Q (69578.010000 sec): 3 clusters
  Score: Raw -539459.286200 + Penalty 2793.641341 = -536665.644859
  nChanged 0
		SP:Iteration 31F (69578.190000 sec): 3 clusters
  Score: Raw -539459.286200 + Penalty 2793.641341 = -536665.644859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69578.240000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69578.400000 sec): 3 clusters
  Score: Raw -53399.162885 + Penalty 2036.840178 = -51362.322706
  nChanged 126
		SP:Iteration 1F (69578.580000 sec): 3 clusters
  Score: Raw -53585.510598 + Penalty 2036.840178 = -51548.670420
  nChanged 36
		SP:Iteration 2F (69578.780000 sec): 3 clusters
  Score: Raw -53652.290365 + Penalty 2036.840178 = -51615.450187
  nChanged 22
		SP:Iteration 3Q (69578.920000 sec): 3 clusters
  Score: Raw -53692.583017 + Penalty 2036.840178 = -51655.742838
  nChanged 13
		SP:Iteration 4Q (69579.040000 sec): 3 clusters
  Score: Raw -53716.531321 + Penalty 2036.840178 = -51679.691143
  nChanged 15
		SP:Iteration 5Q (69579.190000 sec): 3 clusters
  Score: Raw -53761.409672 + Penalty 2036.840178 = -51724.569493
  nChanged 17
		SP:Iteration 6Q (69579.340000 sec): 3 clusters
  Score: Raw -53830.852782 + Penalty 2036.840178 = -51794.012604
  nChanged 28
		SP:Iteration 7F (69579.480000 sec): 3 clusters
  Score: Raw -53895.702213 + Penalty 2036.840178 = -51858.862035
  nChanged 20
		SP:Iteration 8Q (69579.630000 sec): 3 clusters
  Score: Raw -53948.681547 + Penalty 2036.840178 = -51911.841368
  nChanged 18
		SP:Iteration 9Q (69579.800000 sec): 3 clusters
  Score: Raw -53973.689713 + Penalty 2036.840178 = -51936.849535
  nChanged 3
		SP:Iteration 10Q (69579.980000 sec): 3 clusters
  Score: Raw -53984.707273 + Penalty 2036.840178 = -51947.867095
  nChanged 1
		SP:Iteration 11Q (69580.130000 sec): 3 clusters
  Score: Raw -53986.454165 + Penalty 2036.840178 = -51949.613986
  nChanged 1
		SP:Iteration 12Q (69580.280000 sec): 3 clusters
  Score: Raw -53988.756265 + Penalty 2036.840178 = -51951.916086
  nChanged 0
		SP:Iteration 13F (69580.430000 sec): 3 clusters
  Score: Raw -53988.756265 + Penalty 2036.840178 = -51951.916086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69580.560000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69580.700000 sec): 3 clusters
  Score: Raw -315512.546881 + Penalty 2591.611318 = -312920.935564
  nChanged 1082
		SP:Iteration 1F (69580.890000 sec): 3 clusters
  Score: Raw -316089.790982 + Penalty 2591.611318 = -313498.179664
  nChanged 196
		SP:Iteration 2F (69581.060000 sec): 3 clusters
  Score: Raw -316197.233611 + Penalty 2591.611318 = -313605.622293
  nChanged 115
		SP:Iteration 3Q (69581.180000 sec): 3 clusters
  Score: Raw -316249.425585 + Penalty 2591.611318 = -313657.814268
  nChanged 76
		SP:Iteration 4Q (69581.320000 sec): 3 clusters
  Score: Raw -316286.715178 + Penalty 2591.611318 = -313695.103861
  nChanged 60
		SP:Iteration 5Q (69581.470000 sec): 3 clusters
  Score: Raw -316317.031085 + Penalty 2591.611318 = -313725.419767
  nChanged 60
		SP:Iteration 6Q (69581.630000 sec): 3 clusters
  Score: Raw -316353.191035 + Penalty 2591.611318 = -313761.579717
  nChanged 69
		SP:Iteration 7Q (69581.810000 sec): 3 clusters
  Score: Raw -316397.558195 + Penalty 2591.611318 = -313805.946878
  nChanged 79
		SP:Iteration 8Q (69582.020000 sec): 3 clusters
  Score: Raw -316462.523785 + Penalty 2591.611318 = -313870.912468
  nChanged 100
		SP:Iteration 9Q (69582.160000 sec): 3 clusters
  Score: Raw -316554.031054 + Penalty 2591.611318 = -313962.419736
  nChanged 120
		SP:Iteration 10Q (69582.320000 sec): 3 clusters
  Score: Raw -316696.321540 + Penalty 2591.611318 = -314104.710222
  nChanged 144
		SP:Iteration 11Q (69582.460000 sec): 3 clusters
  Score: Raw -316838.888091 + Penalty 2591.611318 = -314247.276774
  nChanged 141
		SP:Iteration 12Q (69582.690000 sec): 3 clusters
  Score: Raw -316968.332485 + Penalty 2591.611318 = -314376.721167
  nChanged 135
		SP:Iteration 13Q (69582.850000 sec): 3 clusters
  Score: Raw -317099.142059 + Penalty 2591.611318 = -314507.530742
  nChanged 111
		SP:Iteration 14Q (69583.040000 sec): 3 clusters
  Score: Raw -317195.099596 + Penalty 2591.611318 = -314603.488278
  nChanged 88
		SP:Iteration 15Q (69583.220000 sec): 3 clusters
  Score: Raw -317271.583025 + Penalty 2591.611318 = -314679.971707
  nChanged 66
		SP:Iteration 16Q (69583.340000 sec): 3 clusters
  Score: Raw -317329.277127 + Penalty 2591.611318 = -314737.665810
  nChanged 55
		SP:Iteration 17Q (69583.500000 sec): 3 clusters
  Score: Raw -317385.898984 + Penalty 2591.611318 = -314794.287666
  nChanged 38
		SP:Iteration 18Q (69583.660000 sec): 3 clusters
  Score: Raw -317420.925777 + Penalty 2591.611318 = -314829.314460
  nChanged 26
		SP:Iteration 19Q (69583.850000 sec): 3 clusters
  Score: Raw -317447.728232 + Penalty 2591.611318 = -314856.116914
  nChanged 19
		SP:Iteration 20F (69584.010000 sec): 3 clusters
  Score: Raw -317465.488496 + Penalty 2591.611318 = -314873.877179
  nChanged 11
		SP:Iteration 21Q (69584.160000 sec): 3 clusters
  Score: Raw -317473.576770 + Penalty 2591.611318 = -314881.965453
  nChanged 9
		SP:Iteration 22Q (69584.320000 sec): 3 clusters
  Score: Raw -317482.768226 + Penalty 2591.611318 = -314891.156909
  nChanged 9
		SP:Iteration 23Q (69584.480000 sec): 3 clusters
  Score: Raw -317490.755431 + Penalty 2591.611318 = -314899.144113
  nChanged 10
		SP:Iteration 24Q (69584.680000 sec): 3 clusters
  Score: Raw -317498.182441 + Penalty 2591.611318 = -314906.571124
  nChanged 5
		SP:Iteration 25Q (69584.830000 sec): 3 clusters
  Score: Raw -317505.831870 + Penalty 2591.611318 = -314914.220552
  nChanged 9
		SP:Iteration 26Q (69584.990000 sec): 3 clusters
  Score: Raw -317514.103074 + Penalty 2591.611318 = -314922.491756
  nChanged 8
		SP:Iteration 27Q (69585.160000 sec): 3 clusters
  Score: Raw -317525.708232 + Penalty 2591.611318 = -314934.096914
  nChanged 8
		SP:Iteration 28Q (69585.340000 sec): 3 clusters
  Score: Raw -317534.452370 + Penalty 2591.611318 = -314942.841053
  nChanged 5
		SP:Iteration 29Q (69585.490000 sec): 3 clusters
  Score: Raw -317538.161491 + Penalty 2591.611318 = -314946.550173
  nChanged 2
		SP:Iteration 30Q (69585.640000 sec): 3 clusters
  Score: Raw -317540.095645 + Penalty 2591.611318 = -314948.484327
  nChanged 5
		SP:Iteration 31Q (69585.810000 sec): 3 clusters
  Score: Raw -317549.043142 + Penalty 2591.611318 = -314957.431825
  nChanged 5
		SP:Iteration 32Q (69585.980000 sec): 3 clusters
  Score: Raw -317555.069183 + Penalty 2591.611318 = -314963.457866
  nChanged 2
		SP:Iteration 33Q (69586.150000 sec): 3 clusters
  Score: Raw -317556.018686 + Penalty 2591.611318 = -314964.407369
  nChanged 2
		SP:Iteration 34Q (69586.310000 sec): 3 clusters
  Score: Raw -317559.544727 + Penalty 2591.611318 = -314967.933409
  nChanged 1
		SP:Iteration 35Q (69586.500000 sec): 3 clusters
  Score: Raw -317561.146117 + Penalty 2591.611318 = -314969.534800
  nChanged 0
		SP:Iteration 36F (69586.720000 sec): 3 clusters
  Score: Raw -317561.146117 + Penalty 2591.611318 = -314969.534800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69586.780000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69586.940000 sec): 3 clusters
  Score: Raw -44060.884017 + Penalty 1955.251077 = -42105.632940
  nChanged 85
		SP:Iteration 1F (69587.150000 sec): 3 clusters
  Score: Raw -44181.483593 + Penalty 1955.251077 = -42226.232516
  nChanged 19
		SP:Iteration 2Q (69587.240000 sec): 3 clusters
  Score: Raw -44212.637862 + Penalty 1955.251077 = -42257.386785
  nChanged 10
		SP:Iteration 3Q (69587.390000 sec): 3 clusters
  Score: Raw -44231.000309 + Penalty 1955.251077 = -42275.749232
  nChanged 5
		SP:Iteration 4Q (69587.530000 sec): 3 clusters
  Score: Raw -44236.835896 + Penalty 1955.251077 = -42281.584819
  nChanged 1
		SP:Iteration 5Q (69587.720000 sec): 3 clusters
  Score: Raw -44240.478591 + Penalty 1955.251077 = -42285.227515
  nChanged 0
		SP:Iteration 6F (69587.860000 sec): 3 clusters
  Score: Raw -44240.478591 + Penalty 1955.251077 = -42285.227515
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69588.000000 sec): 2 clusters
  Score: Raw -594195.942583 + Penalty 1412.693210 = -592783.249374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69588.190000 sec): 3 clusters
  Score: Raw -591064.622945 + Penalty 2825.386420 = -588239.236526
  nChanged 2430
		SP:Iteration 1F (69588.340000 sec): 3 clusters
  Score: Raw -592516.899009 + Penalty 2825.386420 = -589691.512590
  nChanged 444
		SP:Iteration 2F (69588.480000 sec): 3 clusters
  Score: Raw -592776.736409 + Penalty 2825.386420 = -589951.349989
  nChanged 340
		SP:Iteration 3F (69588.680000 sec): 3 clusters
  Score: Raw -592951.103697 + Penalty 2825.386420 = -590125.717277
  nChanged 290
		SP:Iteration 4Q (69588.880000 sec): 3 clusters
  Score: Raw -593099.344898 + Penalty 2825.386420 = -590273.958478
  nChanged 262
		SP:Iteration 5Q (69589.060000 sec): 3 clusters
  Score: Raw -593243.269533 + Penalty 2825.386420 = -590417.883113
  nChanged 245
		SP:Iteration 6Q (69589.260000 sec): 3 clusters
  Score: Raw -593374.870330 + Penalty 2825.386420 = -590549.483911
  nChanged 216
		SP:Iteration 7Q (69589.380000 sec): 3 clusters
  Score: Raw -593490.571922 + Penalty 2825.386420 = -590665.185502
  nChanged 199
		SP:Iteration 8Q (69589.540000 sec): 3 clusters
  Score: Raw -593615.236055 + Penalty 2825.386420 = -590789.849635
  nChanged 191
		SP:Iteration 9Q (69589.740000 sec): 3 clusters
  Score: Raw -593742.440027 + Penalty 2825.386420 = -590917.053607
  nChanged 175
		SP:Iteration 10Q (69589.900000 sec): 3 clusters
  Score: Raw -593864.978146 + Penalty 2825.386420 = -591039.591726
  nChanged 159
		SP:Iteration 11Q (69590.080000 sec): 3 clusters
  Score: Raw -593966.949945 + Penalty 2825.386420 = -591141.563525
  nChanged 140
		SP:Iteration 12Q (69590.280000 sec): 3 clusters
  Score: Raw -594044.758122 + Penalty 2825.386420 = -591219.371702
  nChanged 123
		SP:Iteration 13Q (69590.460000 sec): 3 clusters
  Score: Raw -594113.623870 + Penalty 2825.386420 = -591288.237451
  nChanged 95
		SP:Iteration 14Q (69590.620000 sec): 3 clusters
  Score: Raw -594170.179050 + Penalty 2825.386420 = -591344.792630
  nChanged 89
		SP:Iteration 15Q (69590.760000 sec): 3 clusters
  Score: Raw -594214.241125 + Penalty 2825.386420 = -591388.854706
  nChanged 67
		SP:Iteration 16Q (69590.980000 sec): 3 clusters
  Score: Raw -594245.453502 + Penalty 2825.386420 = -591420.067082
  nChanged 61
		SP:Iteration 17Q (69591.130000 sec): 3 clusters
  Score: Raw -594272.513334 + Penalty 2825.386420 = -591447.126914
  nChanged 52
		SP:Iteration 18Q (69591.290000 sec): 3 clusters
  Score: Raw -594299.404600 + Penalty 2825.386420 = -591474.018181
  nChanged 50
		SP:Iteration 19Q (69591.480000 sec): 3 clusters
  Score: Raw -594326.005725 + Penalty 2825.386420 = -591500.619305
  nChanged 51
		SP:Iteration 20F (69591.690000 sec): 3 clusters
  Score: Raw -594355.330052 + Penalty 2825.386420 = -591529.943632
  nChanged 44
		SP:Iteration 21Q (69591.840000 sec): 3 clusters
  Score: Raw -594380.295115 + Penalty 2825.386420 = -591554.908695
  nChanged 36
		SP:Iteration 22Q (69592.020000 sec): 3 clusters
  Score: Raw -594402.835027 + Penalty 2825.386420 = -591577.448607
  nChanged 24
		SP:Iteration 23Q (69592.210000 sec): 3 clusters
  Score: Raw -594415.510247 + Penalty 2825.386420 = -591590.123827
  nChanged 24
		SP:Iteration 24Q (69592.410000 sec): 3 clusters
  Score: Raw -594428.169286 + Penalty 2825.386420 = -591602.782867
  nChanged 21
		SP:Iteration 25Q (69592.560000 sec): 3 clusters
  Score: Raw -594440.434064 + Penalty 2825.386420 = -591615.047644
  nChanged 18
		SP:Iteration 26Q (69592.700000 sec): 3 clusters
  Score: Raw -594452.707465 + Penalty 2825.386420 = -591627.321045
  nChanged 18
		SP:Iteration 27Q (69592.920000 sec): 3 clusters
  Score: Raw -594464.285974 + Penalty 2825.386420 = -591638.899554
  nChanged 16
		SP:Iteration 28Q (69593.080000 sec): 3 clusters
  Score: Raw -594473.093300 + Penalty 2825.386420 = -591647.706880
  nChanged 10
		SP:Iteration 29Q (69593.280000 sec): 3 clusters
  Score: Raw -594477.996447 + Penalty 2825.386420 = -591652.610028
  nChanged 7
		SP:Iteration 30Q (69593.400000 sec): 3 clusters
  Score: Raw -594480.427681 + Penalty 2825.386420 = -591655.041262
  nChanged 9
		SP:Iteration 31Q (69593.580000 sec): 3 clusters
  Score: Raw -594483.860823 + Penalty 2825.386420 = -591658.474403
  nChanged 10
		SP:Iteration 32Q (69593.740000 sec): 3 clusters
  Score: Raw -594487.303364 + Penalty 2825.386420 = -591661.916944
  nChanged 6
		SP:Iteration 33Q (69593.910000 sec): 3 clusters
  Score: Raw -594489.000693 + Penalty 2825.386420 = -591663.614273
  nChanged 8
		SP:Iteration 34Q (69594.080000 sec): 3 clusters
  Score: Raw -594491.003970 + Penalty 2825.386420 = -591665.617550
  nChanged 7
		SP:Iteration 35Q (69594.280000 sec): 3 clusters
  Score: Raw -594493.459940 + Penalty 2825.386420 = -591668.073520
  nChanged 2
		SP:Iteration 36Q (69594.480000 sec): 3 clusters
  Score: Raw -594493.990818 + Penalty 2825.386420 = -591668.604399
  nChanged 5
		SP:Iteration 37Q (69594.660000 sec): 3 clusters
  Score: Raw -594495.545841 + Penalty 2825.386420 = -591670.159422
  nChanged 3
		SP:Iteration 38Q (69594.860000 sec): 3 clusters
  Score: Raw -594497.041142 + Penalty 2825.386420 = -591671.654722
  nChanged 7
		SP:Iteration 39Q (69595.030000 sec): 3 clusters
  Score: Raw -594499.805855 + Penalty 2825.386420 = -591674.419435
  nChanged 5
		SP:Iteration 40F (69595.220000 sec): 3 clusters
  Score: Raw -594501.118389 + Penalty 2825.386420 = -591675.731969
  nChanged 4
		SP:Iteration 41Q (69595.390000 sec): 3 clusters
  Score: Raw -594502.132058 + Penalty 2825.386420 = -591676.745639
  nChanged 3
		SP:Iteration 42Q (69595.590000 sec): 3 clusters
  Score: Raw -594503.413002 + Penalty 2825.386420 = -591678.026583
  nChanged 5
		SP:Iteration 43Q (69595.790000 sec): 3 clusters
  Score: Raw -594505.058378 + Penalty 2825.386420 = -591679.671958
  nChanged 4
		SP:Iteration 44Q (69595.930000 sec): 3 clusters
  Score: Raw -594507.631250 + Penalty 2825.386420 = -591682.244831
  nChanged 8
		SP:Iteration 45Q (69596.090000 sec): 3 clusters
  Score: Raw -594511.210732 + Penalty 2825.386420 = -591685.824312
  nChanged 8
		SP:Iteration 46Q (69596.270000 sec): 3 clusters
  Score: Raw -594514.187375 + Penalty 2825.386420 = -591688.800956
  nChanged 3
		SP:Iteration 47Q (69596.450000 sec): 3 clusters
  Score: Raw -594514.647685 + Penalty 2825.386420 = -591689.261265
  nChanged 0
		SP:Iteration 48F (69596.640000 sec): 3 clusters
  Score: Raw -594514.647685 + Penalty 2825.386420 = -591689.261265
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69596.760000 sec): 2 clusters
  Score: Raw -376692.385669 + Penalty 1352.980311 = -375339.405357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69596.890000 sec): 3 clusters
  Score: Raw -374660.801566 + Penalty 2705.960623 = -371954.840943
  nChanged 1632
		SP:Iteration 1F (69597.090000 sec): 3 clusters
  Score: Raw -375825.064953 + Penalty 2705.960623 = -373119.104330
  nChanged 393
		SP:Iteration 2F (69597.210000 sec): 3 clusters
  Score: Raw -376120.489877 + Penalty 2705.960623 = -373414.529254
  nChanged 275
		SP:Iteration 3F (69597.350000 sec): 3 clusters
  Score: Raw -376312.522962 + Penalty 2705.960623 = -373606.562340
  nChanged 204
		SP:Iteration 4Q (69597.510000 sec): 3 clusters
  Score: Raw -376446.348718 + Penalty 2705.960623 = -373740.388095
  nChanged 163
		SP:Iteration 5Q (69597.750000 sec): 3 clusters
  Score: Raw -376536.410436 + Penalty 2705.960623 = -373830.449813
  nChanged 140
		SP:Iteration 6Q (69597.880000 sec): 3 clusters
  Score: Raw -376608.565860 + Penalty 2705.960623 = -373902.605237
  nChanged 97
		SP:Iteration 7Q (69598.110000 sec): 3 clusters
  Score: Raw -376657.317940 + Penalty 2705.960623 = -373951.357317
  nChanged 104
		SP:Iteration 8Q (69598.240000 sec): 3 clusters
  Score: Raw -376707.735414 + Penalty 2705.960623 = -374001.774791
  nChanged 80
		SP:Iteration 9Q (69598.410000 sec): 3 clusters
  Score: Raw -376743.319391 + Penalty 2705.960623 = -374037.358768
  nChanged 68
		SP:Iteration 10Q (69598.600000 sec): 3 clusters
  Score: Raw -376774.666327 + Penalty 2705.960623 = -374068.705704
  nChanged 69
		SP:Iteration 11Q (69598.750000 sec): 3 clusters
  Score: Raw -376809.114892 + Penalty 2705.960623 = -374103.154269
  nChanged 55
		SP:Iteration 12Q (69598.920000 sec): 3 clusters
  Score: Raw -376830.413899 + Penalty 2705.960623 = -374124.453277
  nChanged 32
		SP:Iteration 13Q (69599.060000 sec): 3 clusters
  Score: Raw -376841.546620 + Penalty 2705.960623 = -374135.585997
  nChanged 26
		SP:Iteration 14Q (69599.200000 sec): 3 clusters
  Score: Raw -376850.035363 + Penalty 2705.960623 = -374144.074740
  nChanged 20
		SP:Iteration 15Q (69599.410000 sec): 3 clusters
  Score: Raw -376855.619482 + Penalty 2705.960623 = -374149.658859
  nChanged 16
		SP:Iteration 16Q (69599.590000 sec): 3 clusters
  Score: Raw -376858.996830 + Penalty 2705.960623 = -374153.036207
  nChanged 10
		SP:Iteration 17Q (69599.760000 sec): 3 clusters
  Score: Raw -376861.535495 + Penalty 2705.960623 = -374155.574873
  nChanged 11
		SP:Iteration 18Q (69599.950000 sec): 3 clusters
  Score: Raw -376864.352505 + Penalty 2705.960623 = -374158.391882
  nChanged 7
		SP:Iteration 19Q (69600.110000 sec): 3 clusters
  Score: Raw -376866.159896 + Penalty 2705.960623 = -374160.199273
  nChanged 11
		SP:Iteration 20F (69600.270000 sec): 3 clusters
  Score: Raw -376868.211199 + Penalty 2705.960623 = -374162.250576
  nChanged 6
		SP:Iteration 21Q (69600.430000 sec): 3 clusters
  Score: Raw -376870.059427 + Penalty 2705.960623 = -374164.098804
  nChanged 7
		SP:Iteration 22Q (69600.570000 sec): 3 clusters
  Score: Raw -376873.192559 + Penalty 2705.960623 = -374167.231936
  nChanged 8
		SP:Iteration 23Q (69600.700000 sec): 3 clusters
  Score: Raw -376875.204430 + Penalty 2705.960623 = -374169.243807
  nChanged 12
		SP:Iteration 24Q (69600.850000 sec): 3 clusters
  Score: Raw -376879.502926 + Penalty 2705.960623 = -374173.542303
  nChanged 10
		SP:Iteration 25Q (69601.010000 sec): 3 clusters
  Score: Raw -376883.036128 + Penalty 2705.960623 = -374177.075505
  nChanged 5
		SP:Iteration 26Q (69601.190000 sec): 3 clusters
  Score: Raw -376884.651154 + Penalty 2705.960623 = -374178.690531
  nChanged 4
		SP:Iteration 27Q (69601.330000 sec): 3 clusters
  Score: Raw -376885.564835 + Penalty 2705.960623 = -374179.604213
  nChanged 4
		SP:Iteration 28Q (69601.470000 sec): 3 clusters
  Score: Raw -376886.676785 + Penalty 2705.960623 = -374180.716162
  nChanged 3
		SP:Iteration 29Q (69601.630000 sec): 3 clusters
  Score: Raw -376887.378213 + Penalty 2705.960623 = -374181.417590
  nChanged 3
		SP:Iteration 30Q (69601.790000 sec): 3 clusters
  Score: Raw -376887.668166 + Penalty 2705.960623 = -374181.707543
  nChanged 2
		SP:Iteration 31Q (69601.970000 sec): 3 clusters
  Score: Raw -376888.004913 + Penalty 2705.960623 = -374182.044290
  nChanged 1
		SP:Iteration 32Q (69602.140000 sec): 3 clusters
  Score: Raw -376888.103225 + Penalty 2705.960623 = -374182.142602
  nChanged 0
		SP:Iteration 33F (69602.290000 sec): 3 clusters
  Score: Raw -376888.103225 + Penalty 2705.960623 = -374182.142602
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69602.420000 sec): 2 clusters
  Score: Raw -436880.585194 + Penalty 1356.637397 = -435523.947798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69602.550000 sec): 3 clusters
  Score: Raw -434716.990084 + Penalty 2713.274793 = -432003.715291
  nChanged 1696
		SP:Iteration 1F (69602.700000 sec): 3 clusters
  Score: Raw -435660.663455 + Penalty 2713.274793 = -432947.388662
  nChanged 299
		SP:Iteration 2F (69602.880000 sec): 3 clusters
  Score: Raw -435833.686324 + Penalty 2713.274793 = -433120.411530
  nChanged 235
		SP:Iteration 3F (69603.000000 sec): 3 clusters
  Score: Raw -435966.287437 + Penalty 2713.274793 = -433253.012644
  nChanged 197
		SP:Iteration 4Q (69603.180000 sec): 3 clusters
  Score: Raw -436078.114818 + Penalty 2713.274793 = -433364.840025
  nChanged 194
		SP:Iteration 5Q (69603.370000 sec): 3 clusters
  Score: Raw -436201.147009 + Penalty 2713.274793 = -433487.872215
  nChanged 184
		SP:Iteration 6Q (69603.540000 sec): 3 clusters
  Score: Raw -436319.001734 + Penalty 2713.274793 = -433605.726941
  nChanged 148
		SP:Iteration 7Q (69603.740000 sec): 3 clusters
  Score: Raw -436408.263940 + Penalty 2713.274793 = -433694.989147
  nChanged 130
		SP:Iteration 8Q (69603.890000 sec): 3 clusters
  Score: Raw -436487.257265 + Penalty 2713.274793 = -433773.982472
  nChanged 105
		SP:Iteration 9Q (69604.060000 sec): 3 clusters
  Score: Raw -436544.633103 + Penalty 2713.274793 = -433831.358310
  nChanged 95
		SP:Iteration 10Q (69604.240000 sec): 3 clusters
  Score: Raw -436602.379232 + Penalty 2713.274793 = -433889.104438
  nChanged 83
		SP:Iteration 11Q (69604.420000 sec): 3 clusters
  Score: Raw -436649.006502 + Penalty 2713.274793 = -433935.731709
  nChanged 80
		SP:Iteration 12Q (69604.630000 sec): 3 clusters
  Score: Raw -436694.238483 + Penalty 2713.274793 = -433980.963690
  nChanged 65
		SP:Iteration 13Q (69604.810000 sec): 3 clusters
  Score: Raw -436729.793394 + Penalty 2713.274793 = -434016.518600
  nChanged 60
		SP:Iteration 14Q (69604.930000 sec): 3 clusters
  Score: Raw -436763.634575 + Penalty 2713.274793 = -434050.359782
  nChanged 60
		SP:Iteration 15Q (69605.110000 sec): 3 clusters
  Score: Raw -436797.615039 + Penalty 2713.274793 = -434084.340245
  nChanged 55
		SP:Iteration 16Q (69605.260000 sec): 3 clusters
  Score: Raw -436830.839274 + Penalty 2713.274793 = -434117.564481
  nChanged 57
		SP:Iteration 17Q (69605.400000 sec): 3 clusters
  Score: Raw -436863.817057 + Penalty 2713.274793 = -434150.542264
  nChanged 53
		SP:Iteration 18Q (69605.600000 sec): 3 clusters
  Score: Raw -436892.349244 + Penalty 2713.274793 = -434179.074451
  nChanged 37
		SP:Iteration 19Q (69605.760000 sec): 3 clusters
  Score: Raw -436913.872088 + Penalty 2713.274793 = -434200.597295
  nChanged 27
		SP:Iteration 20F (69605.890000 sec): 3 clusters
  Score: Raw -436928.883617 + Penalty 2713.274793 = -434215.608823
  nChanged 24
		SP:Iteration 21Q (69606.040000 sec): 3 clusters
  Score: Raw -436941.134412 + Penalty 2713.274793 = -434227.859619
  nChanged 20
		SP:Iteration 22Q (69606.200000 sec): 3 clusters
  Score: Raw -436953.840285 + Penalty 2713.274793 = -434240.565492
  nChanged 20
		SP:Iteration 23Q (69606.360000 sec): 3 clusters
  Score: Raw -436967.835200 + Penalty 2713.274793 = -434254.560407
  nChanged 20
		SP:Iteration 24Q (69606.480000 sec): 3 clusters
  Score: Raw -436979.193640 + Penalty 2713.274793 = -434265.918846
  nChanged 19
		SP:Iteration 25Q (69606.660000 sec): 3 clusters
  Score: Raw -436993.398831 + Penalty 2713.274793 = -434280.124038
  nChanged 16
		SP:Iteration 26Q (69606.840000 sec): 3 clusters
  Score: Raw -437004.102502 + Penalty 2713.274793 = -434290.827709
  nChanged 14
		SP:Iteration 27Q (69607.020000 sec): 3 clusters
  Score: Raw -437012.332619 + Penalty 2713.274793 = -434299.057826
  nChanged 7
		SP:Iteration 28Q (69607.170000 sec): 3 clusters
  Score: Raw -437014.958041 + Penalty 2713.274793 = -434301.683248
  nChanged 6
		SP:Iteration 29Q (69607.380000 sec): 3 clusters
  Score: Raw -437017.818991 + Penalty 2713.274793 = -434304.544198
  nChanged 8
		SP:Iteration 30Q (69607.520000 sec): 3 clusters
  Score: Raw -437024.334547 + Penalty 2713.274793 = -434311.059753
  nChanged 9
		SP:Iteration 31Q (69607.740000 sec): 3 clusters
  Score: Raw -437030.997122 + Penalty 2713.274793 = -434317.722329
  nChanged 9
		SP:Iteration 32Q (69607.900000 sec): 3 clusters
  Score: Raw -437036.334513 + Penalty 2713.274793 = -434323.059720
  nChanged 5
		SP:Iteration 33Q (69608.060000 sec): 3 clusters
  Score: Raw -437039.279360 + Penalty 2713.274793 = -434326.004567
  nChanged 8
		SP:Iteration 34Q (69608.220000 sec): 3 clusters
  Score: Raw -437043.914484 + Penalty 2713.274793 = -434330.639690
  nChanged 2
		SP:Iteration 35Q (69608.400000 sec): 3 clusters
  Score: Raw -437045.976426 + Penalty 2713.274793 = -434332.701633
  nChanged 5
		SP:Iteration 36Q (69608.580000 sec): 3 clusters
  Score: Raw -437047.998833 + Penalty 2713.274793 = -434334.724039
  nChanged 3
		SP:Iteration 37Q (69608.760000 sec): 3 clusters
  Score: Raw -437050.252786 + Penalty 2713.274793 = -434336.977992
  nChanged 5
		SP:Iteration 38Q (69608.910000 sec): 3 clusters
  Score: Raw -437053.068671 + Penalty 2713.274793 = -434339.793877
  nChanged 4
		SP:Iteration 39Q (69609.090000 sec): 3 clusters
  Score: Raw -437055.619888 + Penalty 2713.274793 = -434342.345095
  nChanged 1
		SP:Iteration 40F (69609.230000 sec): 3 clusters
  Score: Raw -437056.232686 + Penalty 2713.274793 = -434342.957893
  nChanged 1
		SP:Iteration 41Q (69609.380000 sec): 3 clusters
  Score: Raw -437058.193723 + Penalty 2713.274793 = -434344.918930
  nChanged 0
		SP:Iteration 42F (69609.500000 sec): 3 clusters
  Score: Raw -437058.193723 + Penalty 2713.274793 = -434344.918930
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69609.610000 sec): 2 clusters
  Score: Raw -436612.723938 + Penalty 1368.825516 = -435243.898422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69609.750000 sec): 3 clusters
  Score: Raw -434309.255151 + Penalty 2737.651031 = -431571.604119
  nChanged 1846
		SP:Iteration 1F (69609.960000 sec): 3 clusters
  Score: Raw -435461.036342 + Penalty 2737.651031 = -432723.385311
  nChanged 362
		SP:Iteration 2F (69610.120000 sec): 3 clusters
  Score: Raw -435702.000222 + Penalty 2737.651031 = -432964.349191
  nChanged 301
		SP:Iteration 3F (69610.290000 sec): 3 clusters
  Score: Raw -435936.330105 + Penalty 2737.651031 = -433198.679073
  nChanged 271
		SP:Iteration 4F (69610.470000 sec): 3 clusters
  Score: Raw -436170.244442 + Penalty 2737.651031 = -433432.593411
  nChanged 287
		SP:Iteration 5F (69610.640000 sec): 3 clusters
  Score: Raw -436429.829673 + Penalty 2737.651031 = -433692.178642
  nChanged 266
		SP:Iteration 6F (69610.800000 sec): 3 clusters
  Score: Raw -436677.356709 + Penalty 2737.651031 = -433939.705678
  nChanged 223
		SP:Iteration 7Q (69610.970000 sec): 3 clusters
  Score: Raw -436860.674859 + Penalty 2737.651031 = -434123.023828
  nChanged 184
		SP:Iteration 8Q (69611.120000 sec): 3 clusters
  Score: Raw -437003.294976 + Penalty 2737.651031 = -434265.643944
  nChanged 150
		SP:Iteration 9Q (69611.290000 sec): 3 clusters
  Score: Raw -437126.043998 + Penalty 2737.651031 = -434388.392967
  nChanged 138
		SP:Iteration 10Q (69611.470000 sec): 3 clusters
  Score: Raw -437250.408768 + Penalty 2737.651031 = -434512.757737
  nChanged 114
		SP:Iteration 11Q (69611.630000 sec): 3 clusters
  Score: Raw -437344.364973 + Penalty 2737.651031 = -434606.713942
  nChanged 73
		SP:Iteration 12Q (69611.780000 sec): 3 clusters
  Score: Raw -437390.773288 + Penalty 2737.651031 = -434653.122257
  nChanged 64
		SP:Iteration 13Q (69611.970000 sec): 3 clusters
  Score: Raw -437431.275763 + Penalty 2737.651031 = -434693.624731
  nChanged 53
		SP:Iteration 14Q (69612.140000 sec): 3 clusters
  Score: Raw -437461.274603 + Penalty 2737.651031 = -434723.623571
  nChanged 24
		SP:Iteration 15Q (69612.280000 sec): 3 clusters
  Score: Raw -437472.047729 + Penalty 2737.651031 = -434734.396698
  nChanged 21
		SP:Iteration 16Q (69612.470000 sec): 3 clusters
  Score: Raw -437482.465515 + Penalty 2737.651031 = -434744.814483
  nChanged 11
		SP:Iteration 17Q (69612.610000 sec): 3 clusters
  Score: Raw -437487.386437 + Penalty 2737.651031 = -434749.735405
  nChanged 6
		SP:Iteration 18Q (69612.770000 sec): 3 clusters
  Score: Raw -437489.681158 + Penalty 2737.651031 = -434752.030127
  nChanged 3
		SP:Iteration 19Q (69612.930000 sec): 3 clusters
  Score: Raw -437490.253388 + Penalty 2737.651031 = -434752.602357
  nChanged 1
		SP:Iteration 20F (69613.090000 sec): 3 clusters
  Score: Raw -437490.667162 + Penalty 2737.651031 = -434753.016131
  nChanged 2
		SP:Iteration 21Q (69613.270000 sec): 3 clusters
  Score: Raw -437491.120438 + Penalty 2737.651031 = -434753.469406
  nChanged 0
		SP:Iteration 22F (69613.440000 sec): 3 clusters
  Score: Raw -437491.120438 + Penalty 2737.651031 = -434753.469406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69613.550000 sec): 2 clusters
  Score: Raw -1065504.806299 + Penalty 1505.503861 = -1063999.302438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69613.760000 sec): 3 clusters
  Score: Raw -1059499.865430 + Penalty 3011.007722 = -1056488.857708
  nChanged 4552
		SP:Iteration 1F (69613.940000 sec): 3 clusters
  Score: Raw -1061931.227584 + Penalty 3011.007722 = -1058920.219862
  nChanged 662
		SP:Iteration 2F (69614.160000 sec): 3 clusters
  Score: Raw -1062230.914016 + Penalty 3011.007722 = -1059219.906294
  nChanged 547
		SP:Iteration 3F (69614.430000 sec): 3 clusters
  Score: Raw -1062468.070676 + Penalty 3011.007722 = -1059457.062954
  nChanged 480
		SP:Iteration 4Q (69614.600000 sec): 3 clusters
  Score: Raw -1062680.194685 + Penalty 3011.007722 = -1059669.186963
  nChanged 446
		SP:Iteration 5Q (69614.810000 sec): 3 clusters
  Score: Raw -1062885.401028 + Penalty 3011.007722 = -1059874.393306
  nChanged 402
		SP:Iteration 6Q (69615.040000 sec): 3 clusters
  Score: Raw -1063073.917060 + Penalty 3011.007722 = -1060062.909338
  nChanged 393
		SP:Iteration 7Q (69615.230000 sec): 3 clusters
  Score: Raw -1063260.817665 + Penalty 3011.007722 = -1060249.809943
  nChanged 350
		SP:Iteration 8Q (69615.480000 sec): 3 clusters
  Score: Raw -1063419.143022 + Penalty 3011.007722 = -1060408.135300
  nChanged 349
		SP:Iteration 9Q (69615.750000 sec): 3 clusters
  Score: Raw -1063583.454913 + Penalty 3011.007722 = -1060572.447191
  nChanged 364
		SP:Iteration 10Q (69615.970000 sec): 3 clusters
  Score: Raw -1063778.295978 + Penalty 3011.007722 = -1060767.288255
  nChanged 359
		SP:Iteration 11Q (69616.190000 sec): 3 clusters
  Score: Raw -1063962.913477 + Penalty 3011.007722 = -1060951.905754
  nChanged 319
		SP:Iteration 12Q (69616.450000 sec): 3 clusters
  Score: Raw -1064111.768427 + Penalty 3011.007722 = -1061100.760704
  nChanged 299
		SP:Iteration 13Q (69616.680000 sec): 3 clusters
  Score: Raw -1064258.393958 + Penalty 3011.007722 = -1061247.386236
  nChanged 306
		SP:Iteration 14Q (69616.950000 sec): 3 clusters
  Score: Raw -1064416.727568 + Penalty 3011.007722 = -1061405.719846
  nChanged 293
		SP:Iteration 15Q (69617.110000 sec): 3 clusters
  Score: Raw -1064591.310837 + Penalty 3011.007722 = -1061580.303115
  nChanged 299
		SP:Iteration 16Q (69617.360000 sec): 3 clusters
  Score: Raw -1064762.932198 + Penalty 3011.007722 = -1061751.924475
  nChanged 263
		SP:Iteration 17Q (69617.540000 sec): 3 clusters
  Score: Raw -1064913.517777 + Penalty 3011.007722 = -1061902.510055
  nChanged 241
		SP:Iteration 18Q (69617.730000 sec): 3 clusters
  Score: Raw -1065042.777356 + Penalty 3011.007722 = -1062031.769634
  nChanged 202
		SP:Iteration 19Q (69617.960000 sec): 3 clusters
  Score: Raw -1065155.457541 + Penalty 3011.007722 = -1062144.449819
  nChanged 172
		SP:Iteration 20F (69618.220000 sec): 3 clusters
  Score: Raw -1065260.038907 + Penalty 3011.007722 = -1062249.031185
  nChanged 145
		SP:Iteration 21Q (69618.440000 sec): 3 clusters
  Score: Raw -1065348.924896 + Penalty 3011.007722 = -1062337.917174
  nChanged 116
		SP:Iteration 22Q (69618.680000 sec): 3 clusters
  Score: Raw -1065411.445356 + Penalty 3011.007722 = -1062400.437634
  nChanged 104
		SP:Iteration 23Q (69618.900000 sec): 3 clusters
  Score: Raw -1065468.596605 + Penalty 3011.007722 = -1062457.588882
  nChanged 75
		SP:Iteration 24Q (69619.100000 sec): 3 clusters
  Score: Raw -1065515.695925 + Penalty 3011.007722 = -1062504.688202
  nChanged 60
		SP:Iteration 25Q (69619.270000 sec): 3 clusters
  Score: Raw -1065557.662708 + Penalty 3011.007722 = -1062546.654986
  nChanged 58
		SP:Iteration 26Q (69619.530000 sec): 3 clusters
  Score: Raw -1065601.407630 + Penalty 3011.007722 = -1062590.399908
  nChanged 48
		SP:Iteration 27Q (69619.720000 sec): 3 clusters
  Score: Raw -1065631.032065 + Penalty 3011.007722 = -1062620.024342
  nChanged 31
		SP:Iteration 28Q (69619.940000 sec): 3 clusters
  Score: Raw -1065650.110774 + Penalty 3011.007722 = -1062639.103052
  nChanged 22
		SP:Iteration 29Q (69620.180000 sec): 3 clusters
  Score: Raw -1065663.958832 + Penalty 3011.007722 = -1062652.951109
  nChanged 21
		SP:Iteration 30Q (69620.400000 sec): 3 clusters
  Score: Raw -1065677.401474 + Penalty 3011.007722 = -1062666.393751
  nChanged 16
		SP:Iteration 31Q (69620.560000 sec): 3 clusters
  Score: Raw -1065690.248443 + Penalty 3011.007722 = -1062679.240721
  nChanged 15
		SP:Iteration 32Q (69620.760000 sec): 3 clusters
  Score: Raw -1065701.788160 + Penalty 3011.007722 = -1062690.780438
  nChanged 21
		SP:Iteration 33Q (69620.990000 sec): 3 clusters
  Score: Raw -1065719.591639 + Penalty 3011.007722 = -1062708.583917
  nChanged 15
		SP:Iteration 34Q (69621.180000 sec): 3 clusters
  Score: Raw -1065729.574973 + Penalty 3011.007722 = -1062718.567251
  nChanged 9
		SP:Iteration 35Q (69621.420000 sec): 3 clusters
  Score: Raw -1065734.819047 + Penalty 3011.007722 = -1062723.811325
  nChanged 9
		SP:Iteration 36Q (69621.650000 sec): 3 clusters
  Score: Raw -1065741.424778 + Penalty 3011.007722 = -1062730.417056
  nChanged 7
		SP:Iteration 37Q (69621.830000 sec): 3 clusters
  Score: Raw -1065745.581242 + Penalty 3011.007722 = -1062734.573520
  nChanged 9
		SP:Iteration 38Q (69622.010000 sec): 3 clusters
  Score: Raw -1065751.765409 + Penalty 3011.007722 = -1062740.757686
  nChanged 8
		SP:Iteration 39Q (69622.240000 sec): 3 clusters
  Score: Raw -1065756.222082 + Penalty 3011.007722 = -1062745.214360
  nChanged 3
		SP:Iteration 40F (69622.430000 sec): 3 clusters
  Score: Raw -1065757.660210 + Penalty 3011.007722 = -1062746.652488
  nChanged 5
		SP:Iteration 41Q (69622.710000 sec): 3 clusters
  Score: Raw -1065761.623078 + Penalty 3011.007722 = -1062750.615356
  nChanged 4
		SP:Iteration 42Q (69622.910000 sec): 3 clusters
  Score: Raw -1065764.470067 + Penalty 3011.007722 = -1062753.462345
  nChanged 3
		SP:Iteration 43Q (69623.140000 sec): 3 clusters
  Score: Raw -1065766.846016 + Penalty 3011.007722 = -1062755.838294
  nChanged 4
		SP:Iteration 44Q (69623.310000 sec): 3 clusters
  Score: Raw -1065768.963230 + Penalty 3011.007722 = -1062757.955508
  nChanged 4
		SP:Iteration 45Q (69623.500000 sec): 3 clusters
  Score: Raw -1065771.769952 + Penalty 3011.007722 = -1062760.762229
  nChanged 5
		SP:Iteration 46Q (69623.710000 sec): 3 clusters
  Score: Raw -1065774.492374 + Penalty 3011.007722 = -1062763.484652
  nChanged 3
		SP:Iteration 47Q (69623.970000 sec): 3 clusters
  Score: Raw -1065776.748713 + Penalty 3011.007722 = -1062765.740991
  nChanged 3
		SP:Iteration 48Q (69624.200000 sec): 3 clusters
  Score: Raw -1065779.415045 + Penalty 3011.007722 = -1062768.407323
  nChanged 3
		SP:Iteration 49Q (69624.410000 sec): 3 clusters
  Score: Raw -1065782.828770 + Penalty 3011.007722 = -1062771.821048
  nChanged 3
		SP:Iteration 50Q (69624.560000 sec): 3 clusters
  Score: Raw -1065786.534203 + Penalty 3011.007722 = -1062775.526481
  nChanged 7
		SP:Iteration 51Q (69624.820000 sec): 3 clusters
  Score: Raw -1065793.102965 + Penalty 3011.007722 = -1062782.095242
  nChanged 7
		SP:Iteration 52Q (69625.020000 sec): 3 clusters
  Score: Raw -1065796.600080 + Penalty 3011.007722 = -1062785.592358
  nChanged 3
		SP:Iteration 53Q (69625.280000 sec): 3 clusters
  Score: Raw -1065799.052795 + Penalty 3011.007722 = -1062788.045072
  nChanged 3
		SP:Iteration 54Q (69625.510000 sec): 3 clusters
  Score: Raw -1065801.808123 + Penalty 3011.007722 = -1062790.800401
  nChanged 2
		SP:Iteration 55Q (69625.720000 sec): 3 clusters
  Score: Raw -1065804.345986 + Penalty 3011.007722 = -1062793.338264
  nChanged 2
		SP:Iteration 56Q (69625.940000 sec): 3 clusters
  Score: Raw -1065807.241790 + Penalty 3011.007722 = -1062796.234068
  nChanged 4
		SP:Iteration 57Q (69626.140000 sec): 3 clusters
  Score: Raw -1065811.597130 + Penalty 3011.007722 = -1062800.589407
  nChanged 4
		SP:Iteration 58Q (69626.370000 sec): 3 clusters
  Score: Raw -1065815.576349 + Penalty 3011.007722 = -1062804.568627
  nChanged 3
		SP:Iteration 59Q (69626.580000 sec): 3 clusters
  Score: Raw -1065818.403673 + Penalty 3011.007722 = -1062807.395950
  nChanged 2
		SP:Iteration 60F (69626.830000 sec): 3 clusters
  Score: Raw -1065819.922500 + Penalty 3011.007722 = -1062808.914778
  nChanged 4
		SP:Iteration 61Q (69627.010000 sec): 3 clusters
  Score: Raw -1065822.691549 + Penalty 3011.007722 = -1062811.683826
  nChanged 3
		SP:Iteration 62Q (69627.230000 sec): 3 clusters
  Score: Raw -1065824.379720 + Penalty 3011.007722 = -1062813.371998
  nChanged 0
		SP:Iteration 63F (69627.450000 sec): 3 clusters
  Score: Raw -1065824.379720 + Penalty 3011.007722 = -1062813.371998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69627.520000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69627.690000 sec): 3 clusters
  Score: Raw -53963.399157 + Penalty 2038.685027 = -51924.714130
  nChanged 122
		SP:Iteration 1F (69627.850000 sec): 3 clusters
  Score: Raw -54173.216754 + Penalty 2038.685027 = -52134.531727
  nChanged 45
		SP:Iteration 2F (69628.000000 sec): 3 clusters
  Score: Raw -54301.706061 + Penalty 2038.685027 = -52263.021034
  nChanged 32
		SP:Iteration 3F (69628.130000 sec): 3 clusters
  Score: Raw -54358.713088 + Penalty 2038.685027 = -52320.028061
  nChanged 14
		SP:Iteration 4Q (69628.290000 sec): 3 clusters
  Score: Raw -54394.053448 + Penalty 2038.685027 = -52355.368420
  nChanged 12
		SP:Iteration 5Q (69628.480000 sec): 3 clusters
  Score: Raw -54413.813972 + Penalty 2038.685027 = -52375.128945
  nChanged 9
		SP:Iteration 6Q (69628.590000 sec): 3 clusters
  Score: Raw -54426.727802 + Penalty 2038.685027 = -52388.042775
  nChanged 4
		SP:Iteration 7Q (69628.760000 sec): 3 clusters
  Score: Raw -54432.623847 + Penalty 2038.685027 = -52393.938820
  nChanged 3
		SP:Iteration 8Q (69628.920000 sec): 3 clusters
  Score: Raw -54440.722106 + Penalty 2038.685027 = -52402.037079
  nChanged 3
		SP:Iteration 9Q (69629.060000 sec): 3 clusters
  Score: Raw -54447.455692 + Penalty 2038.685027 = -52408.770665
  nChanged 3
		SP:Iteration 10Q (69629.230000 sec): 3 clusters
  Score: Raw -54452.874764 + Penalty 2038.685027 = -52414.189737
  nChanged 3
		SP:Iteration 11Q (69629.380000 sec): 3 clusters
  Score: Raw -54460.503344 + Penalty 2038.685027 = -52421.818317
  nChanged 3
		SP:Iteration 12Q (69629.540000 sec): 3 clusters
  Score: Raw -54465.133542 + Penalty 2038.685027 = -52426.448515
  nChanged 7
		SP:Iteration 13Q (69629.710000 sec): 3 clusters
  Score: Raw -54472.730527 + Penalty 2038.685027 = -52434.045500
  nChanged 2
		SP:Iteration 14Q (69629.850000 sec): 3 clusters
  Score: Raw -54475.331177 + Penalty 2038.685027 = -52436.646150
  nChanged 2
		SP:Iteration 15Q (69630.000000 sec): 3 clusters
  Score: Raw -54477.614326 + Penalty 2038.685027 = -52438.929299
  nChanged 2
		SP:Iteration 16Q (69630.160000 sec): 3 clusters
  Score: Raw -54480.760944 + Penalty 2038.685027 = -52442.075917
  nChanged 2
		SP:Iteration 17Q (69630.350000 sec): 3 clusters
  Score: Raw -54485.146176 + Penalty 2038.685027 = -52446.461149
  nChanged 4
		SP:Iteration 18Q (69630.480000 sec): 3 clusters
  Score: Raw -54493.658922 + Penalty 2038.685027 = -52454.973895
  nChanged 2
		SP:Iteration 19Q (69630.630000 sec): 3 clusters
  Score: Raw -54495.958984 + Penalty 2038.685027 = -52457.273957
  nChanged 1
		SP:Iteration 20F (69630.820000 sec): 3 clusters
  Score: Raw -54499.279364 + Penalty 2038.685027 = -52460.594337
  nChanged 1
		SP:Iteration 21Q (69630.960000 sec): 3 clusters
  Score: Raw -54501.983965 + Penalty 2038.685027 = -52463.298937
  nChanged 1
		SP:Iteration 22Q (69631.160000 sec): 3 clusters
  Score: Raw -54502.799304 + Penalty 2038.685027 = -52464.114277
  nChanged 1
		SP:Iteration 23Q (69631.310000 sec): 3 clusters
  Score: Raw -54503.538225 + Penalty 2038.685027 = -52464.853198
  nChanged 1
		SP:Iteration 24Q (69631.440000 sec): 3 clusters
  Score: Raw -54504.007723 + Penalty 2038.685027 = -52465.322696
  nChanged 0
		SP:Iteration 25F (69631.610000 sec): 3 clusters
  Score: Raw -54504.007723 + Penalty 2038.685027 = -52465.322696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69631.670000 sec): 2 clusters
  Score: Raw -228018.822647 + Penalty 1253.126709 = -226765.695938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69631.820000 sec): 3 clusters
  Score: Raw -226986.163541 + Penalty 2506.253418 = -224479.910123
  nChanged 839
		SP:Iteration 1F (69631.990000 sec): 3 clusters
  Score: Raw -227510.444674 + Penalty 2506.253418 = -225004.191256
  nChanged 165
		SP:Iteration 2F (69632.160000 sec): 3 clusters
  Score: Raw -227640.023676 + Penalty 2506.253418 = -225133.770258
  nChanged 107
		SP:Iteration 3Q (69632.320000 sec): 3 clusters
  Score: Raw -227709.154820 + Penalty 2506.253418 = -225202.901402
  nChanged 91
		SP:Iteration 4Q (69632.500000 sec): 3 clusters
  Score: Raw -227785.974910 + Penalty 2506.253418 = -225279.721491
  nChanged 92
		SP:Iteration 5Q (69632.620000 sec): 3 clusters
  Score: Raw -227852.076234 + Penalty 2506.253418 = -225345.822816
  nChanged 73
		SP:Iteration 6Q (69632.780000 sec): 3 clusters
  Score: Raw -227895.008818 + Penalty 2506.253418 = -225388.755399
  nChanged 58
		SP:Iteration 7Q (69632.940000 sec): 3 clusters
  Score: Raw -227938.886748 + Penalty 2506.253418 = -225432.633330
  nChanged 52
		SP:Iteration 8Q (69633.100000 sec): 3 clusters
  Score: Raw -227975.384809 + Penalty 2506.253418 = -225469.131391
  nChanged 46
		SP:Iteration 9Q (69633.260000 sec): 3 clusters
  Score: Raw -227998.147975 + Penalty 2506.253418 = -225491.894557
  nChanged 40
		SP:Iteration 10Q (69633.410000 sec): 3 clusters
  Score: Raw -228019.308999 + Penalty 2506.253418 = -225513.055581
  nChanged 47
		SP:Iteration 11Q (69633.580000 sec): 3 clusters
  Score: Raw -228046.415612 + Penalty 2506.253418 = -225540.162194
  nChanged 49
		SP:Iteration 12Q (69633.740000 sec): 3 clusters
  Score: Raw -228074.149419 + Penalty 2506.253418 = -225567.896001
  nChanged 44
		SP:Iteration 13Q (69633.940000 sec): 3 clusters
  Score: Raw -228098.726606 + Penalty 2506.253418 = -225592.473187
  nChanged 30
		SP:Iteration 14Q (69634.070000 sec): 3 clusters
  Score: Raw -228115.264685 + Penalty 2506.253418 = -225609.011266
  nChanged 24
		SP:Iteration 15Q (69634.180000 sec): 3 clusters
  Score: Raw -228129.463050 + Penalty 2506.253418 = -225623.209632
  nChanged 26
		SP:Iteration 16Q (69634.330000 sec): 3 clusters
  Score: Raw -228140.789970 + Penalty 2506.253418 = -225634.536551
  nChanged 19
		SP:Iteration 17Q (69634.490000 sec): 3 clusters
  Score: Raw -228149.492340 + Penalty 2506.253418 = -225643.238921
  nChanged 19
		SP:Iteration 18Q (69634.640000 sec): 3 clusters
  Score: Raw -228157.427982 + Penalty 2506.253418 = -225651.174564
  nChanged 16
		SP:Iteration 19Q (69634.800000 sec): 3 clusters
  Score: Raw -228164.782678 + Penalty 2506.253418 = -225658.529260
  nChanged 14
		SP:Iteration 20F (69634.960000 sec): 3 clusters
  Score: Raw -228171.273595 + Penalty 2506.253418 = -225665.020176
  nChanged 10
		SP:Iteration 21Q (69635.110000 sec): 3 clusters
  Score: Raw -228176.026000 + Penalty 2506.253418 = -225669.772582
  nChanged 12
		SP:Iteration 22Q (69635.300000 sec): 3 clusters
  Score: Raw -228180.550914 + Penalty 2506.253418 = -225674.297496
  nChanged 11
		SP:Iteration 23Q (69635.460000 sec): 3 clusters
  Score: Raw -228184.400199 + Penalty 2506.253418 = -225678.146780
  nChanged 6
		SP:Iteration 24Q (69635.610000 sec): 3 clusters
  Score: Raw -228186.835656 + Penalty 2506.253418 = -225680.582238
  nChanged 8
		SP:Iteration 25Q (69635.780000 sec): 3 clusters
  Score: Raw -228191.248724 + Penalty 2506.253418 = -225684.995305
  nChanged 15
		SP:Iteration 26Q (69635.940000 sec): 3 clusters
  Score: Raw -228197.546783 + Penalty 2506.253418 = -225691.293365
  nChanged 13
		SP:Iteration 27Q (69636.100000 sec): 3 clusters
  Score: Raw -228204.150636 + Penalty 2506.253418 = -225697.897218
  nChanged 13
		SP:Iteration 28Q (69636.240000 sec): 3 clusters
  Score: Raw -228209.038233 + Penalty 2506.253418 = -225702.784815
  nChanged 10
		SP:Iteration 29Q (69636.440000 sec): 3 clusters
  Score: Raw -228212.505787 + Penalty 2506.253418 = -225706.252368
  nChanged 5
		SP:Iteration 30Q (69636.600000 sec): 3 clusters
  Score: Raw -228214.907747 + Penalty 2506.253418 = -225708.654329
  nChanged 5
		SP:Iteration 31Q (69636.780000 sec): 3 clusters
  Score: Raw -228217.309053 + Penalty 2506.253418 = -225711.055634
  nChanged 4
		SP:Iteration 32Q (69636.960000 sec): 3 clusters
  Score: Raw -228219.127308 + Penalty 2506.253418 = -225712.873889
  nChanged 4
		SP:Iteration 33Q (69637.120000 sec): 3 clusters
  Score: Raw -228220.832081 + Penalty 2506.253418 = -225714.578663
  nChanged 6
		SP:Iteration 34Q (69637.280000 sec): 3 clusters
  Score: Raw -228222.230789 + Penalty 2506.253418 = -225715.977371
  nChanged 4
		SP:Iteration 35Q (69637.450000 sec): 3 clusters
  Score: Raw -228224.046832 + Penalty 2506.253418 = -225717.793413
  nChanged 4
		SP:Iteration 36Q (69637.590000 sec): 3 clusters
  Score: Raw -228225.367878 + Penalty 2506.253418 = -225719.114460
  nChanged 2
		SP:Iteration 37Q (69637.740000 sec): 3 clusters
  Score: Raw -228226.253853 + Penalty 2506.253418 = -225720.000435
  nChanged 0
		SP:Iteration 38F (69637.880000 sec): 3 clusters
  Score: Raw -228226.253853 + Penalty 2506.253418 = -225720.000435
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69637.970000 sec): 2 clusters
  Score: Raw -213619.281342 + Penalty 1243.924020 = -212375.357322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69638.160000 sec): 3 clusters
  Score: Raw -212697.916954 + Penalty 2487.848041 = -210210.068913
  nChanged 742
		SP:Iteration 1F (69638.310000 sec): 3 clusters
  Score: Raw -213162.174257 + Penalty 2487.848041 = -210674.326217
  nChanged 166
		SP:Iteration 2F (69638.520000 sec): 3 clusters
  Score: Raw -213265.960033 + Penalty 2487.848041 = -210778.111993
  nChanged 93
		SP:Iteration 3Q (69638.660000 sec): 3 clusters
  Score: Raw -213335.494747 + Penalty 2487.848041 = -210847.646707
  nChanged 76
		SP:Iteration 4Q (69638.810000 sec): 3 clusters
  Score: Raw -213384.080024 + Penalty 2487.848041 = -210896.231983
  nChanged 62
		SP:Iteration 5Q (69638.970000 sec): 3 clusters
  Score: Raw -213420.947992 + Penalty 2487.848041 = -210933.099951
  nChanged 54
		SP:Iteration 6Q (69639.130000 sec): 3 clusters
  Score: Raw -213456.897081 + Penalty 2487.848041 = -210969.049040
  nChanged 51
		SP:Iteration 7Q (69639.290000 sec): 3 clusters
  Score: Raw -213494.714261 + Penalty 2487.848041 = -211006.866220
  nChanged 45
		SP:Iteration 8Q (69639.400000 sec): 3 clusters
  Score: Raw -213531.398244 + Penalty 2487.848041 = -211043.550203
  nChanged 41
		SP:Iteration 9Q (69639.560000 sec): 3 clusters
  Score: Raw -213563.290857 + Penalty 2487.848041 = -211075.442817
  nChanged 41
		SP:Iteration 10Q (69639.720000 sec): 3 clusters
  Score: Raw -213595.292505 + Penalty 2487.848041 = -211107.444464
  nChanged 46
		SP:Iteration 11Q (69639.890000 sec): 3 clusters
  Score: Raw -213626.504299 + Penalty 2487.848041 = -211138.656259
  nChanged 34
		SP:Iteration 12Q (69640.080000 sec): 3 clusters
  Score: Raw -213650.553825 + Penalty 2487.848041 = -211162.705785
  nChanged 34
		SP:Iteration 13Q (69640.240000 sec): 3 clusters
  Score: Raw -213672.342551 + Penalty 2487.848041 = -211184.494510
  nChanged 23
		SP:Iteration 14Q (69640.430000 sec): 3 clusters
  Score: Raw -213691.055953 + Penalty 2487.848041 = -211203.207912
  nChanged 19
		SP:Iteration 15Q (69640.550000 sec): 3 clusters
  Score: Raw -213702.928531 + Penalty 2487.848041 = -211215.080490
  nChanged 12
		SP:Iteration 16Q (69640.710000 sec): 3 clusters
  Score: Raw -213713.486913 + Penalty 2487.848041 = -211225.638872
  nChanged 19
		SP:Iteration 17Q (69640.910000 sec): 3 clusters
  Score: Raw -213735.084958 + Penalty 2487.848041 = -211247.236917
  nChanged 27
		SP:Iteration 18Q (69641.050000 sec): 3 clusters
  Score: Raw -213756.765210 + Penalty 2487.848041 = -211268.917169
  nChanged 32
		SP:Iteration 19Q (69641.210000 sec): 3 clusters
  Score: Raw -213774.502730 + Penalty 2487.848041 = -211286.654689
  nChanged 24
		SP:Iteration 20F (69641.410000 sec): 3 clusters
  Score: Raw -213792.025504 + Penalty 2487.848041 = -211304.177464
  nChanged 28
		SP:Iteration 21Q (69641.560000 sec): 3 clusters
  Score: Raw -213812.386025 + Penalty 2487.848041 = -211324.537984
  nChanged 21
		SP:Iteration 22Q (69641.710000 sec): 3 clusters
  Score: Raw -213825.950249 + Penalty 2487.848041 = -211338.102208
  nChanged 23
		SP:Iteration 23Q (69641.860000 sec): 3 clusters
  Score: Raw -213847.607579 + Penalty 2487.848041 = -211359.759538
  nChanged 29
		SP:Iteration 24Q (69641.990000 sec): 3 clusters
  Score: Raw -213871.023456 + Penalty 2487.848041 = -211383.175416
  nChanged 24
		SP:Iteration 25Q (69642.100000 sec): 3 clusters
  Score: Raw -213891.368131 + Penalty 2487.848041 = -211403.520091
  nChanged 24
		SP:Iteration 26Q (69642.260000 sec): 3 clusters
  Score: Raw -213914.635297 + Penalty 2487.848041 = -211426.787256
  nChanged 30
		SP:Iteration 27Q (69642.440000 sec): 3 clusters
  Score: Raw -213936.808798 + Penalty 2487.848041 = -211448.960757
  nChanged 28
		SP:Iteration 28Q (69642.580000 sec): 3 clusters
  Score: Raw -213960.750522 + Penalty 2487.848041 = -211472.902481
  nChanged 21
		SP:Iteration 29Q (69642.740000 sec): 3 clusters
  Score: Raw -213974.330380 + Penalty 2487.848041 = -211486.482339
  nChanged 24
		SP:Iteration 30Q (69642.900000 sec): 3 clusters
  Score: Raw -213990.445928 + Penalty 2487.848041 = -211502.597887
  nChanged 24
		SP:Iteration 31Q (69643.070000 sec): 3 clusters
  Score: Raw -214011.540488 + Penalty 2487.848041 = -211523.692447
  nChanged 31
		SP:Iteration 32Q (69643.200000 sec): 3 clusters
  Score: Raw -214045.203000 + Penalty 2487.848041 = -211557.354960
  nChanged 34
		SP:Iteration 33Q (69643.340000 sec): 3 clusters
  Score: Raw -214074.580655 + Penalty 2487.848041 = -211586.732615
  nChanged 27
		SP:Iteration 34Q (69643.480000 sec): 3 clusters
  Score: Raw -214098.969262 + Penalty 2487.848041 = -211611.121222
  nChanged 29
		SP:Iteration 35Q (69643.630000 sec): 3 clusters
  Score: Raw -214115.611886 + Penalty 2487.848041 = -211627.763845
  nChanged 24
		SP:Iteration 36Q (69643.850000 sec): 3 clusters
  Score: Raw -214134.206274 + Penalty 2487.848041 = -211646.358233
  nChanged 24
		SP:Iteration 37Q (69643.960000 sec): 3 clusters
  Score: Raw -214161.302362 + Penalty 2487.848041 = -211673.454322
  nChanged 22
		SP:Iteration 38Q (69644.120000 sec): 3 clusters
  Score: Raw -214182.489707 + Penalty 2487.848041 = -211694.641666
  nChanged 17
		SP:Iteration 39Q (69644.280000 sec): 3 clusters
  Score: Raw -214193.903674 + Penalty 2487.848041 = -211706.055634
  nChanged 8
		SP:Iteration 40F (69644.470000 sec): 3 clusters
  Score: Raw -214199.011750 + Penalty 2487.848041 = -211711.163710
  nChanged 10
		SP:Iteration 41Q (69644.610000 sec): 3 clusters
  Score: Raw -214204.315287 + Penalty 2487.848041 = -211716.467246
  nChanged 6
		SP:Iteration 42Q (69644.770000 sec): 3 clusters
  Score: Raw -214206.641232 + Penalty 2487.848041 = -211718.793191
  nChanged 3
		SP:Iteration 43Q (69644.960000 sec): 3 clusters
  Score: Raw -214207.823319 + Penalty 2487.848041 = -211719.975278
  nChanged 0
		SP:Iteration 44F (69645.110000 sec): 3 clusters
  Score: Raw -214207.823319 + Penalty 2487.848041 = -211719.975278
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69645.190000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69645.350000 sec): 3 clusters
  Score: Raw -47107.230107 + Penalty 1977.462309 = -45129.767798
  nChanged 97
		SP:Iteration 1F (69645.520000 sec): 3 clusters
  Score: Raw -47246.898350 + Penalty 1977.462309 = -45269.436041
  nChanged 22
		SP:Iteration 2F (69645.680000 sec): 3 clusters
  Score: Raw -47283.270339 + Penalty 1977.462309 = -45305.808030
  nChanged 7
		SP:Iteration 3Q (69645.860000 sec): 3 clusters
  Score: Raw -47297.047075 + Penalty 1977.462309 = -45319.584765
  nChanged 3
		SP:Iteration 4Q (69646.000000 sec): 3 clusters
  Score: Raw -47301.557846 + Penalty 1977.462309 = -45324.095537
  nChanged 2
		SP:Iteration 5Q (69646.140000 sec): 3 clusters
  Score: Raw -47305.694166 + Penalty 1977.462309 = -45328.231857
  nChanged 0
		SP:Iteration 6F (69646.310000 sec): 3 clusters
  Score: Raw -47305.694166 + Penalty 1977.462309 = -45328.231857
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69646.400000 sec): 2 clusters
  Score: Raw -73156.293507 + Penalty 1102.474273 = -72053.819235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69646.560000 sec): 3 clusters
  Score: Raw -72947.962830 + Penalty 2204.948545 = -70743.014285
  nChanged 255
		SP:Iteration 1F (69646.760000 sec): 3 clusters
  Score: Raw -73406.844965 + Penalty 2204.948545 = -71201.896420
  nChanged 97
		SP:Iteration 2F (69646.940000 sec): 3 clusters
  Score: Raw -73570.038765 + Penalty 2204.948545 = -71365.090219
  nChanged 61
		SP:Iteration 3F (69647.040000 sec): 3 clusters
  Score: Raw -73708.999522 + Penalty 2204.948545 = -71504.050976
  nChanged 50
		SP:Iteration 4F (69647.210000 sec): 3 clusters
  Score: Raw -73808.502045 + Penalty 2204.948545 = -71603.553500
  nChanged 40
		SP:Iteration 5Q (69647.360000 sec): 3 clusters
  Score: Raw -73902.591403 + Penalty 2204.948545 = -71697.642858
  nChanged 39
		SP:Iteration 6Q (69647.540000 sec): 3 clusters
  Score: Raw -73980.714526 + Penalty 2204.948545 = -71775.765980
  nChanged 21
		SP:Iteration 7Q (69647.690000 sec): 3 clusters
  Score: Raw -74011.941128 + Penalty 2204.948545 = -71806.992583
  nChanged 6
		SP:Iteration 8Q (69647.840000 sec): 3 clusters
  Score: Raw -74017.581367 + Penalty 2204.948545 = -71812.632821
  nChanged 3
		SP:Iteration 9Q (69647.990000 sec): 3 clusters
  Score: Raw -74022.631090 + Penalty 2204.948545 = -71817.682545
  nChanged 4
		SP:Iteration 10Q (69648.180000 sec): 3 clusters
  Score: Raw -74029.729026 + Penalty 2204.948545 = -71824.780480
  nChanged 2
		SP:Iteration 11Q (69648.340000 sec): 3 clusters
  Score: Raw -74033.506950 + Penalty 2204.948545 = -71828.558404
  nChanged 3
		SP:Iteration 12Q (69648.500000 sec): 3 clusters
  Score: Raw -74036.215809 + Penalty 2204.948545 = -71831.267263
  nChanged 4
		SP:Iteration 13Q (69648.680000 sec): 3 clusters
  Score: Raw -74040.572460 + Penalty 2204.948545 = -71835.623915
  nChanged 2
		SP:Iteration 14Q (69648.830000 sec): 3 clusters
  Score: Raw -74042.061922 + Penalty 2204.948545 = -71837.113377
  nChanged 1
		SP:Iteration 15Q (69648.930000 sec): 3 clusters
  Score: Raw -74043.213818 + Penalty 2204.948545 = -71838.265272
  nChanged 1
		SP:Iteration 16Q (69649.080000 sec): 3 clusters
  Score: Raw -74043.733586 + Penalty 2204.948545 = -71838.785040
  nChanged 0
		SP:Iteration 17F (69649.240000 sec): 3 clusters
  Score: Raw -74043.733586 + Penalty 2204.948545 = -71838.785040
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69649.310000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69649.480000 sec): 3 clusters
  Score: Raw -50569.729206 + Penalty 2018.445025 = -48551.284181
  nChanged 110
		SP:Iteration 1F (69649.630000 sec): 3 clusters
  Score: Raw -50732.859686 + Penalty 2018.445025 = -48714.414661
  nChanged 30
		SP:Iteration 2F (69649.780000 sec): 3 clusters
  Score: Raw -50784.972795 + Penalty 2018.445025 = -48766.527770
  nChanged 17
		SP:Iteration 3Q (69649.940000 sec): 3 clusters
  Score: Raw -50810.051931 + Penalty 2018.445025 = -48791.606906
  nChanged 9
		SP:Iteration 4Q (69650.110000 sec): 3 clusters
  Score: Raw -50828.788966 + Penalty 2018.445025 = -48810.343941
  nChanged 3
		SP:Iteration 5Q (69650.240000 sec): 3 clusters
  Score: Raw -50834.432703 + Penalty 2018.445025 = -48815.987678
  nChanged 5
		SP:Iteration 6Q (69650.400000 sec): 3 clusters
  Score: Raw -50842.658994 + Penalty 2018.445025 = -48824.213969
  nChanged 5
		SP:Iteration 7Q (69650.560000 sec): 3 clusters
  Score: Raw -50848.399258 + Penalty 2018.445025 = -48829.954233
  nChanged 3
		SP:Iteration 8Q (69650.740000 sec): 3 clusters
  Score: Raw -50853.078662 + Penalty 2018.445025 = -48834.633636
  nChanged 4
		SP:Iteration 9Q (69650.900000 sec): 3 clusters
  Score: Raw -50869.850193 + Penalty 2018.445025 = -48851.405168
  nChanged 2
		SP:Iteration 10Q (69651.040000 sec): 3 clusters
  Score: Raw -50874.044260 + Penalty 2018.445025 = -48855.599235
  nChanged 2
		SP:Iteration 11Q (69651.180000 sec): 3 clusters
  Score: Raw -50880.543177 + Penalty 2018.445025 = -48862.098152
  nChanged 3
		SP:Iteration 12Q (69651.360000 sec): 3 clusters
  Score: Raw -50886.516662 + Penalty 2018.445025 = -48868.071637
  nChanged 4
		SP:Iteration 13Q (69651.490000 sec): 3 clusters
  Score: Raw -50893.251111 + Penalty 2018.445025 = -48874.806086
  nChanged 1
		SP:Iteration 14Q (69651.640000 sec): 3 clusters
  Score: Raw -50895.070973 + Penalty 2018.445025 = -48876.625948
  nChanged 1
		SP:Iteration 15Q (69651.800000 sec): 3 clusters
  Score: Raw -50896.818560 + Penalty 2018.445025 = -48878.373535
  nChanged 2
		SP:Iteration 16Q (69651.980000 sec): 3 clusters
  Score: Raw -50900.389959 + Penalty 2018.445025 = -48881.944934
  nChanged 3
		SP:Iteration 17Q (69652.120000 sec): 3 clusters
  Score: Raw -50903.707784 + Penalty 2018.445025 = -48885.262759
  nChanged 2
		SP:Iteration 18Q (69652.280000 sec): 3 clusters
  Score: Raw -50906.264584 + Penalty 2018.445025 = -48887.819559
  nChanged 2
		SP:Iteration 19Q (69652.440000 sec): 3 clusters
  Score: Raw -50912.744224 + Penalty 2018.445025 = -48894.299199
  nChanged 1
		SP:Iteration 20F (69652.630000 sec): 3 clusters
  Score: Raw -50913.826476 + Penalty 2018.445025 = -48895.381451
  nChanged 1
		SP:Iteration 21Q (69652.810000 sec): 3 clusters
  Score: Raw -50915.266759 + Penalty 2018.445025 = -48896.821734
  nChanged 0
		SP:Iteration 22F (69652.970000 sec): 3 clusters
  Score: Raw -50915.266759 + Penalty 2018.445025 = -48896.821734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69653.070000 sec): 2 clusters
  Score: Raw -395556.000608 + Penalty 1354.039203 = -394201.961406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69653.240000 sec): 3 clusters
  Score: Raw -393472.035326 + Penalty 2708.078405 = -390763.956921
  nChanged 1691
		SP:Iteration 1F (69653.430000 sec): 3 clusters
  Score: Raw -394482.593899 + Penalty 2708.078405 = -391774.515494
  nChanged 330
		SP:Iteration 2F (69653.590000 sec): 3 clusters
  Score: Raw -394697.814232 + Penalty 2708.078405 = -391989.735827
  nChanged 233
		SP:Iteration 3F (69653.750000 sec): 3 clusters
  Score: Raw -394857.807066 + Penalty 2708.078405 = -392149.728661
  nChanged 179
		SP:Iteration 4Q (69653.900000 sec): 3 clusters
  Score: Raw -394965.437315 + Penalty 2708.078405 = -392257.358910
  nChanged 165
		SP:Iteration 5Q (69654.080000 sec): 3 clusters
  Score: Raw -395066.948552 + Penalty 2708.078405 = -392358.870147
  nChanged 143
		SP:Iteration 6Q (69654.310000 sec): 3 clusters
  Score: Raw -395138.631692 + Penalty 2708.078405 = -392430.553287
  nChanged 115
		SP:Iteration 7Q (69654.470000 sec): 3 clusters
  Score: Raw -395202.684860 + Penalty 2708.078405 = -392494.606454
  nChanged 123
		SP:Iteration 8Q (69654.650000 sec): 3 clusters
  Score: Raw -395286.960507 + Penalty 2708.078405 = -392578.882101
  nChanged 121
		SP:Iteration 9Q (69654.790000 sec): 3 clusters
  Score: Raw -395362.256330 + Penalty 2708.078405 = -392654.177924
  nChanged 111
		SP:Iteration 10Q (69654.980000 sec): 3 clusters
  Score: Raw -395420.944144 + Penalty 2708.078405 = -392712.865739
  nChanged 91
		SP:Iteration 11Q (69655.110000 sec): 3 clusters
  Score: Raw -395472.355210 + Penalty 2708.078405 = -392764.276805
  nChanged 87
		SP:Iteration 12Q (69655.260000 sec): 3 clusters
  Score: Raw -395532.419651 + Penalty 2708.078405 = -392824.341246
  nChanged 104
		SP:Iteration 13Q (69655.440000 sec): 3 clusters
  Score: Raw -395599.458440 + Penalty 2708.078405 = -392891.380035
  nChanged 97
		SP:Iteration 14Q (69655.570000 sec): 3 clusters
  Score: Raw -395664.933124 + Penalty 2708.078405 = -392956.854719
  nChanged 111
		SP:Iteration 15Q (69655.730000 sec): 3 clusters
  Score: Raw -395764.271581 + Penalty 2708.078405 = -393056.193176
  nChanged 136
		SP:Iteration 16Q (69655.940000 sec): 3 clusters
  Score: Raw -395889.849522 + Penalty 2708.078405 = -393181.771117
  nChanged 127
		SP:Iteration 17Q (69656.080000 sec): 3 clusters
  Score: Raw -396000.935452 + Penalty 2708.078405 = -393292.857047
  nChanged 109
		SP:Iteration 18Q (69656.240000 sec): 3 clusters
  Score: Raw -396095.772066 + Penalty 2708.078405 = -393387.693660
  nChanged 99
		SP:Iteration 19Q (69656.430000 sec): 3 clusters
  Score: Raw -396177.508533 + Penalty 2708.078405 = -393469.430128
  nChanged 86
		SP:Iteration 20F (69656.580000 sec): 3 clusters
  Score: Raw -396257.826330 + Penalty 2708.078405 = -393549.747924
  nChanged 85
		SP:Iteration 21Q (69656.770000 sec): 3 clusters
  Score: Raw -396338.270855 + Penalty 2708.078405 = -393630.192450
  nChanged 90
		SP:Iteration 22Q (69656.920000 sec): 3 clusters
  Score: Raw -396409.911237 + Penalty 2708.078405 = -393701.832832
  nChanged 71
		SP:Iteration 23Q (69657.080000 sec): 3 clusters
  Score: Raw -396458.825523 + Penalty 2708.078405 = -393750.747118
  nChanged 66
		SP:Iteration 24Q (69657.240000 sec): 3 clusters
  Score: Raw -396506.405044 + Penalty 2708.078405 = -393798.326639
  nChanged 56
		SP:Iteration 25Q (69657.390000 sec): 3 clusters
  Score: Raw -396535.030090 + Penalty 2708.078405 = -393826.951685
  nChanged 34
		SP:Iteration 26Q (69657.550000 sec): 3 clusters
  Score: Raw -396550.889591 + Penalty 2708.078405 = -393842.811186
  nChanged 39
		SP:Iteration 27Q (69657.720000 sec): 3 clusters
  Score: Raw -396572.821938 + Penalty 2708.078405 = -393864.743533
  nChanged 29
		SP:Iteration 28Q (69657.870000 sec): 3 clusters
  Score: Raw -396587.398285 + Penalty 2708.078405 = -393879.319880
  nChanged 23
		SP:Iteration 29Q (69658.010000 sec): 3 clusters
  Score: Raw -396596.821294 + Penalty 2708.078405 = -393888.742888
  nChanged 24
		SP:Iteration 30Q (69658.150000 sec): 3 clusters
  Score: Raw -396606.890586 + Penalty 2708.078405 = -393898.812181
  nChanged 21
		SP:Iteration 31Q (69658.310000 sec): 3 clusters
  Score: Raw -396617.888876 + Penalty 2708.078405 = -393909.810471
  nChanged 16
		SP:Iteration 32Q (69658.480000 sec): 3 clusters
  Score: Raw -396623.643795 + Penalty 2708.078405 = -393915.565389
  nChanged 10
		SP:Iteration 33Q (69658.630000 sec): 3 clusters
  Score: Raw -396626.433139 + Penalty 2708.078405 = -393918.354734
  nChanged 10
		SP:Iteration 34Q (69658.830000 sec): 3 clusters
  Score: Raw -396628.312850 + Penalty 2708.078405 = -393920.234445
  nChanged 8
		SP:Iteration 35Q (69659.000000 sec): 3 clusters
  Score: Raw -396630.878906 + Penalty 2708.078405 = -393922.800501
  nChanged 11
		SP:Iteration 36Q (69659.170000 sec): 3 clusters
  Score: Raw -396634.708980 + Penalty 2708.078405 = -393926.630575
  nChanged 6
		SP:Iteration 37Q (69659.310000 sec): 3 clusters
  Score: Raw -396636.581750 + Penalty 2708.078405 = -393928.503345
  nChanged 6
		SP:Iteration 38Q (69659.450000 sec): 3 clusters
  Score: Raw -396638.007580 + Penalty 2708.078405 = -393929.929175
  nChanged 6
		SP:Iteration 39Q (69659.610000 sec): 3 clusters
  Score: Raw -396639.550314 + Penalty 2708.078405 = -393931.471909
  nChanged 4
		SP:Iteration 40F (69659.700000 sec): 3 clusters
  Score: Raw -396641.475523 + Penalty 2708.078405 = -393933.397118
  nChanged 6
		SP:Iteration 41Q (69659.900000 sec): 3 clusters
  Score: Raw -396643.174406 + Penalty 2708.078405 = -393935.096000
  nChanged 13
		SP:Iteration 42Q (69660.050000 sec): 3 clusters
  Score: Raw -396646.741802 + Penalty 2708.078405 = -393938.663396
  nChanged 12
		SP:Iteration 43Q (69660.240000 sec): 3 clusters
  Score: Raw -396649.885663 + Penalty 2708.078405 = -393941.807258
  nChanged 12
		SP:Iteration 44Q (69660.360000 sec): 3 clusters
  Score: Raw -396654.585332 + Penalty 2708.078405 = -393946.506927
  nChanged 17
		SP:Iteration 45Q (69660.480000 sec): 3 clusters
  Score: Raw -396660.451438 + Penalty 2708.078405 = -393952.373033
  nChanged 13
		SP:Iteration 46Q (69660.680000 sec): 3 clusters
  Score: Raw -396665.700787 + Penalty 2708.078405 = -393957.622382
  nChanged 13
		SP:Iteration 47Q (69660.840000 sec): 3 clusters
  Score: Raw -396670.591411 + Penalty 2708.078405 = -393962.513006
  nChanged 19
		SP:Iteration 48Q (69660.990000 sec): 3 clusters
  Score: Raw -396677.878008 + Penalty 2708.078405 = -393969.799603
  nChanged 15
		SP:Iteration 49Q (69661.140000 sec): 3 clusters
  Score: Raw -396681.535131 + Penalty 2708.078405 = -393973.456725
  nChanged 9
		SP:Iteration 50Q (69661.310000 sec): 3 clusters
  Score: Raw -396684.965463 + Penalty 2708.078405 = -393976.887058
  nChanged 11
		SP:Iteration 51Q (69661.420000 sec): 3 clusters
  Score: Raw -396688.394921 + Penalty 2708.078405 = -393980.316516
  nChanged 12
		SP:Iteration 52Q (69661.580000 sec): 3 clusters
  Score: Raw -396692.126433 + Penalty 2708.078405 = -393984.048028
  nChanged 13
		SP:Iteration 53Q (69661.750000 sec): 3 clusters
  Score: Raw -396696.637483 + Penalty 2708.078405 = -393988.559077
  nChanged 14
		SP:Iteration 54Q (69661.890000 sec): 3 clusters
  Score: Raw -396701.527533 + Penalty 2708.078405 = -393993.449128
  nChanged 16
		SP:Iteration 55Q (69662.060000 sec): 3 clusters
  Score: Raw -396705.714524 + Penalty 2708.078405 = -393997.636118
  nChanged 6
		SP:Iteration 56Q (69662.260000 sec): 3 clusters
  Score: Raw -396707.295662 + Penalty 2708.078405 = -393999.217257
  nChanged 7
		SP:Iteration 57Q (69662.390000 sec): 3 clusters
  Score: Raw -396708.803888 + Penalty 2708.078405 = -394000.725482
  nChanged 7
		SP:Iteration 58Q (69662.550000 sec): 3 clusters
  Score: Raw -396710.083598 + Penalty 2708.078405 = -394002.005193
  nChanged 8
		SP:Iteration 59Q (69662.740000 sec): 3 clusters
  Score: Raw -396712.229990 + Penalty 2708.078405 = -394004.151585
  nChanged 4
		SP:Iteration 60F (69662.900000 sec): 3 clusters
  Score: Raw -396712.981313 + Penalty 2708.078405 = -394004.902908
  nChanged 5
		SP:Iteration 61Q (69663.060000 sec): 3 clusters
  Score: Raw -396714.541780 + Penalty 2708.078405 = -394006.463374
  nChanged 4
		SP:Iteration 62Q (69663.220000 sec): 3 clusters
  Score: Raw -396715.347361 + Penalty 2708.078405 = -394007.268956
  nChanged 2
		SP:Iteration 63Q (69663.420000 sec): 3 clusters
  Score: Raw -396715.897413 + Penalty 2708.078405 = -394007.819008
  nChanged 3
		SP:Iteration 64Q (69663.560000 sec): 3 clusters
  Score: Raw -396717.148766 + Penalty 2708.078405 = -394009.070361
  nChanged 4
		SP:Iteration 65Q (69663.720000 sec): 3 clusters
  Score: Raw -396718.259268 + Penalty 2708.078405 = -394010.180863
  nChanged 3
		SP:Iteration 66Q (69663.890000 sec): 3 clusters
  Score: Raw -396718.902570 + Penalty 2708.078405 = -394010.824164
  nChanged 2
		SP:Iteration 67Q (69664.040000 sec): 3 clusters
  Score: Raw -396719.246115 + Penalty 2708.078405 = -394011.167710
  nChanged 3
		SP:Iteration 68Q (69664.210000 sec): 3 clusters
  Score: Raw -396719.757865 + Penalty 2708.078405 = -394011.679460
  nChanged 4
		SP:Iteration 69Q (69664.360000 sec): 3 clusters
  Score: Raw -396720.598685 + Penalty 2708.078405 = -394012.520280
  nChanged 3
		SP:Iteration 70Q (69664.520000 sec): 3 clusters
  Score: Raw -396721.013756 + Penalty 2708.078405 = -394012.935350
  nChanged 1
		SP:Iteration 71Q (69664.720000 sec): 3 clusters
  Score: Raw -396721.183862 + Penalty 2708.078405 = -394013.105457
  nChanged 2
		SP:Iteration 72Q (69664.880000 sec): 3 clusters
  Score: Raw -396721.575583 + Penalty 2708.078405 = -394013.497178
  nChanged 1
		SP:Iteration 73Q (69665.050000 sec): 3 clusters
  Score: Raw -396721.652152 + Penalty 2708.078405 = -394013.573747
  nChanged 1
		SP:Iteration 74Q (69665.280000 sec): 3 clusters
  Score: Raw -396721.816588 + Penalty 2708.078405 = -394013.738183
  nChanged 1
		SP:Iteration 75Q (69665.450000 sec): 3 clusters
  Score: Raw -396721.995738 + Penalty 2708.078405 = -394013.917333
  nChanged 2
		SP:Iteration 76Q (69665.580000 sec): 3 clusters
  Score: Raw -396722.266077 + Penalty 2708.078405 = -394014.187671
  nChanged 0
		SP:Iteration 77F (69665.790000 sec): 3 clusters
  Score: Raw -396722.266077 + Penalty 2708.078405 = -394014.187671
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69665.860000 sec): 2 clusters
  Score: Raw -23407.926441 + Penalty 902.984560 = -22504.941881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69665.990000 sec): 3 clusters
  Score: Raw -23519.641536 + Penalty 1805.969120 = -21713.672416
  nChanged 55
		SP:Iteration 1F (69666.190000 sec): 3 clusters
  Score: Raw -23659.558584 + Penalty 1805.969120 = -21853.589464
  nChanged 17
		SP:Iteration 2F (69666.350000 sec): 3 clusters
  Score: Raw -23734.972211 + Penalty 1805.969120 = -21929.003091
  nChanged 8
		SP:Iteration 3Q (69666.520000 sec): 3 clusters
  Score: Raw -23794.498777 + Penalty 1805.969120 = -21988.529657
  nChanged 9
		SP:Iteration 4Q (69666.630000 sec): 3 clusters
  Score: Raw -23820.814382 + Penalty 1805.969120 = -22014.845262
  nChanged 6
		SP:Iteration 5Q (69666.760000 sec): 3 clusters
  Score: Raw -23849.221896 + Penalty 1805.969120 = -22043.252776
  nChanged 2
		SP:Iteration 6Q (69666.890000 sec): 3 clusters
  Score: Raw -23857.630595 + Penalty 1805.969120 = -22051.661475
  nChanged 2
		SP:Iteration 7Q (69667.020000 sec): 3 clusters
  Score: Raw -23864.108135 + Penalty 1805.969120 = -22058.139015
  nChanged 1
		SP:Iteration 8Q (69667.170000 sec): 3 clusters
  Score: Raw -23870.386507 + Penalty 1805.969120 = -22064.417387
  nChanged 1
		SP:Iteration 9Q (69667.330000 sec): 3 clusters
  Score: Raw -23874.111410 + Penalty 1805.969120 = -22068.142290
  nChanged 0
		SP:Iteration 10F (69667.520000 sec): 3 clusters
  Score: Raw -23874.111410 + Penalty 1805.969120 = -22068.142290
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69667.590000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69667.720000 sec): 3 clusters
  Score: Raw -134418.204349 + Penalty 2312.828097 = -132105.376252
  nChanged 380
		SP:Iteration 1F (69667.880000 sec): 3 clusters
  Score: Raw -134708.134961 + Penalty 2312.828097 = -132395.306864
  nChanged 82
		SP:Iteration 2F (69668.050000 sec): 3 clusters
  Score: Raw -134797.130751 + Penalty 2312.828097 = -132484.302655
  nChanged 68
		SP:Iteration 3F (69668.210000 sec): 3 clusters
  Score: Raw -134868.926937 + Penalty 2312.828097 = -132556.098840
  nChanged 51
		SP:Iteration 4Q (69668.380000 sec): 3 clusters
  Score: Raw -134923.514704 + Penalty 2312.828097 = -132610.686607
  nChanged 36
		SP:Iteration 5Q (69668.520000 sec): 3 clusters
  Score: Raw -134956.226777 + Penalty 2312.828097 = -132643.398680
  nChanged 27
		SP:Iteration 6Q (69668.680000 sec): 3 clusters
  Score: Raw -134979.797066 + Penalty 2312.828097 = -132666.968969
  nChanged 16
		SP:Iteration 7Q (69668.850000 sec): 3 clusters
  Score: Raw -135004.301308 + Penalty 2312.828097 = -132691.473211
  nChanged 24
		SP:Iteration 8Q (69669.000000 sec): 3 clusters
  Score: Raw -135022.461928 + Penalty 2312.828097 = -132709.633832
  nChanged 17
		SP:Iteration 9Q (69669.140000 sec): 3 clusters
  Score: Raw -135042.042736 + Penalty 2312.828097 = -132729.214639
  nChanged 24
		SP:Iteration 10Q (69669.280000 sec): 3 clusters
  Score: Raw -135064.041628 + Penalty 2312.828097 = -132751.213531
  nChanged 19
		SP:Iteration 11Q (69669.420000 sec): 3 clusters
  Score: Raw -135081.621505 + Penalty 2312.828097 = -132768.793409
  nChanged 20
		SP:Iteration 12Q (69669.580000 sec): 3 clusters
  Score: Raw -135099.585327 + Penalty 2312.828097 = -132786.757230
  nChanged 18
		SP:Iteration 13Q (69669.690000 sec): 3 clusters
  Score: Raw -135111.362581 + Penalty 2312.828097 = -132798.534484
  nChanged 12
		SP:Iteration 14Q (69669.850000 sec): 3 clusters
  Score: Raw -135120.491774 + Penalty 2312.828097 = -132807.663678
  nChanged 9
		SP:Iteration 15Q (69670.010000 sec): 3 clusters
  Score: Raw -135126.399947 + Penalty 2312.828097 = -132813.571851
  nChanged 4
		SP:Iteration 16Q (69670.170000 sec): 3 clusters
  Score: Raw -135129.189320 + Penalty 2312.828097 = -132816.361223
  nChanged 5
		SP:Iteration 17Q (69670.300000 sec): 3 clusters
  Score: Raw -135132.862417 + Penalty 2312.828097 = -132820.034320
  nChanged 4
		SP:Iteration 18Q (69670.460000 sec): 3 clusters
  Score: Raw -135136.446186 + Penalty 2312.828097 = -132823.618089
  nChanged 3
		SP:Iteration 19Q (69670.620000 sec): 3 clusters
  Score: Raw -135138.129634 + Penalty 2312.828097 = -132825.301537
  nChanged 0
		SP:Iteration 20F (69670.760000 sec): 3 clusters
  Score: Raw -135138.129634 + Penalty 2312.828097 = -132825.301537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69670.880000 sec): 2 clusters
  Score: Raw -364438.986585 + Penalty 1343.126351 = -363095.860234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69671.050000 sec): 3 clusters
  Score: Raw -362528.011343 + Penalty 2686.252703 = -359841.758640
  nChanged 1543
		SP:Iteration 1F (69671.240000 sec): 3 clusters
  Score: Raw -363402.862128 + Penalty 2686.252703 = -360716.609426
  nChanged 312
		SP:Iteration 2F (69671.400000 sec): 3 clusters
  Score: Raw -363606.938690 + Penalty 2686.252703 = -360920.685987
  nChanged 229
		SP:Iteration 3F (69671.560000 sec): 3 clusters
  Score: Raw -363747.836989 + Penalty 2686.252703 = -361061.584287
  nChanged 165
		SP:Iteration 4Q (69671.740000 sec): 3 clusters
  Score: Raw -363845.830677 + Penalty 2686.252703 = -361159.577975
  nChanged 143
		SP:Iteration 5Q (69671.930000 sec): 3 clusters
  Score: Raw -363942.757773 + Penalty 2686.252703 = -361256.505071
  nChanged 154
		SP:Iteration 6Q (69672.080000 sec): 3 clusters
  Score: Raw -364035.302978 + Penalty 2686.252703 = -361349.050276
  nChanged 109
		SP:Iteration 7Q (69672.270000 sec): 3 clusters
  Score: Raw -364094.456009 + Penalty 2686.252703 = -361408.203306
  nChanged 105
		SP:Iteration 8Q (69672.400000 sec): 3 clusters
  Score: Raw -364146.741080 + Penalty 2686.252703 = -361460.488378
  nChanged 87
		SP:Iteration 9Q (69672.630000 sec): 3 clusters
  Score: Raw -364191.135508 + Penalty 2686.252703 = -361504.882805
  nChanged 91
		SP:Iteration 10Q (69672.800000 sec): 3 clusters
  Score: Raw -364239.675829 + Penalty 2686.252703 = -361553.423126
  nChanged 87
		SP:Iteration 11Q (69672.950000 sec): 3 clusters
  Score: Raw -364283.718130 + Penalty 2686.252703 = -361597.465427
  nChanged 58
		SP:Iteration 12Q (69673.110000 sec): 3 clusters
  Score: Raw -364314.948261 + Penalty 2686.252703 = -361628.695558
  nChanged 57
		SP:Iteration 13Q (69673.270000 sec): 3 clusters
  Score: Raw -364341.749864 + Penalty 2686.252703 = -361655.497162
  nChanged 64
		SP:Iteration 14Q (69673.440000 sec): 3 clusters
  Score: Raw -364381.705261 + Penalty 2686.252703 = -361695.452558
  nChanged 75
		SP:Iteration 15Q (69673.640000 sec): 3 clusters
  Score: Raw -364427.208635 + Penalty 2686.252703 = -361740.955933
  nChanged 64
		SP:Iteration 16Q (69673.760000 sec): 3 clusters
  Score: Raw -364471.611046 + Penalty 2686.252703 = -361785.358343
  nChanged 58
		SP:Iteration 17Q (69673.940000 sec): 3 clusters
  Score: Raw -364516.382942 + Penalty 2686.252703 = -361830.130239
  nChanged 58
		SP:Iteration 18Q (69674.090000 sec): 3 clusters
  Score: Raw -364547.915844 + Penalty 2686.252703 = -361861.663142
  nChanged 42
		SP:Iteration 19Q (69674.260000 sec): 3 clusters
  Score: Raw -364575.484461 + Penalty 2686.252703 = -361889.231759
  nChanged 36
		SP:Iteration 20F (69674.420000 sec): 3 clusters
  Score: Raw -364592.994608 + Penalty 2686.252703 = -361906.741905
  nChanged 31
		SP:Iteration 21Q (69674.580000 sec): 3 clusters
  Score: Raw -364611.725650 + Penalty 2686.252703 = -361925.472947
  nChanged 26
		SP:Iteration 22Q (69674.760000 sec): 3 clusters
  Score: Raw -364628.788371 + Penalty 2686.252703 = -361942.535668
  nChanged 23
		SP:Iteration 23Q (69674.940000 sec): 3 clusters
  Score: Raw -364642.891556 + Penalty 2686.252703 = -361956.638853
  nChanged 24
		SP:Iteration 24Q (69675.060000 sec): 3 clusters
  Score: Raw -364658.664121 + Penalty 2686.252703 = -361972.411419
  nChanged 19
		SP:Iteration 25Q (69675.210000 sec): 3 clusters
  Score: Raw -364674.482664 + Penalty 2686.252703 = -361988.229962
  nChanged 13
		SP:Iteration 26Q (69675.370000 sec): 3 clusters
  Score: Raw -364684.674842 + Penalty 2686.252703 = -361998.422140
  nChanged 17
		SP:Iteration 27Q (69675.540000 sec): 3 clusters
  Score: Raw -364698.694641 + Penalty 2686.252703 = -362012.441938
  nChanged 12
		SP:Iteration 28Q (69675.690000 sec): 3 clusters
  Score: Raw -364709.492653 + Penalty 2686.252703 = -362023.239950
  nChanged 13
		SP:Iteration 29Q (69675.860000 sec): 3 clusters
  Score: Raw -364717.490859 + Penalty 2686.252703 = -362031.238157
  nChanged 11
		SP:Iteration 30Q (69676.060000 sec): 3 clusters
  Score: Raw -364723.785210 + Penalty 2686.252703 = -362037.532508
  nChanged 8
		SP:Iteration 31Q (69676.210000 sec): 3 clusters
  Score: Raw -364728.686192 + Penalty 2686.252703 = -362042.433490
  nChanged 11
		SP:Iteration 32Q (69676.370000 sec): 3 clusters
  Score: Raw -364734.313920 + Penalty 2686.252703 = -362048.061218
  nChanged 4
		SP:Iteration 33Q (69676.530000 sec): 3 clusters
  Score: Raw -364736.268454 + Penalty 2686.252703 = -362050.015751
  nChanged 2
		SP:Iteration 34Q (69676.720000 sec): 3 clusters
  Score: Raw -364736.780010 + Penalty 2686.252703 = -362050.527308
  nChanged 1
		SP:Iteration 35Q (69676.860000 sec): 3 clusters
  Score: Raw -364736.869759 + Penalty 2686.252703 = -362050.617057
  nChanged 1
		SP:Iteration 36Q (69677.020000 sec): 3 clusters
  Score: Raw -364737.496952 + Penalty 2686.252703 = -362051.244250
  nChanged 1
		SP:Iteration 37Q (69677.230000 sec): 3 clusters
  Score: Raw -364738.063281 + Penalty 2686.252703 = -362051.810579
  nChanged 1
		SP:Iteration 38Q (69677.410000 sec): 3 clusters
  Score: Raw -364738.291181 + Penalty 2686.252703 = -362052.038479
  nChanged 0
		SP:Iteration 39F (69677.570000 sec): 3 clusters
  Score: Raw -364738.291181 + Penalty 2686.252703 = -362052.038479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69677.700000 sec): 2 clusters
  Score: Raw -432855.361529 + Penalty 1354.780234 = -431500.581295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69677.890000 sec): 3 clusters
  Score: Raw -430772.768416 + Penalty 2709.560467 = -428063.207949
  nChanged 1656
		SP:Iteration 1F (69678.030000 sec): 3 clusters
  Score: Raw -431729.970158 + Penalty 2709.560467 = -429020.409691
  nChanged 317
		SP:Iteration 2F (69678.190000 sec): 3 clusters
  Score: Raw -431948.699396 + Penalty 2709.560467 = -429239.138929
  nChanged 240
		SP:Iteration 3F (69678.370000 sec): 3 clusters
  Score: Raw -432100.680759 + Penalty 2709.560467 = -429391.120292
  nChanged 187
		SP:Iteration 4Q (69678.520000 sec): 3 clusters
  Score: Raw -432219.492635 + Penalty 2709.560467 = -429509.932168
  nChanged 183
		SP:Iteration 5Q (69678.670000 sec): 3 clusters
  Score: Raw -432347.894443 + Penalty 2709.560467 = -429638.333975
  nChanged 180
		SP:Iteration 6Q (69678.820000 sec): 3 clusters
  Score: Raw -432473.429233 + Penalty 2709.560467 = -429763.868766
  nChanged 183
		SP:Iteration 7Q (69679.030000 sec): 3 clusters
  Score: Raw -432599.740454 + Penalty 2709.560467 = -429890.179987
  nChanged 165
		SP:Iteration 8Q (69679.180000 sec): 3 clusters
  Score: Raw -432713.805418 + Penalty 2709.560467 = -430004.244951
  nChanged 155
		SP:Iteration 9Q (69679.340000 sec): 3 clusters
  Score: Raw -432811.274910 + Penalty 2709.560467 = -430101.714443
  nChanged 127
		SP:Iteration 10Q (69679.560000 sec): 3 clusters
  Score: Raw -432883.996340 + Penalty 2709.560467 = -430174.435873
  nChanged 87
		SP:Iteration 11Q (69679.690000 sec): 3 clusters
  Score: Raw -432929.074974 + Penalty 2709.560467 = -430219.514507
  nChanged 70
		SP:Iteration 12Q (69679.880000 sec): 3 clusters
  Score: Raw -432965.302159 + Penalty 2709.560467 = -430255.741692
  nChanged 50
		SP:Iteration 13Q (69680.010000 sec): 3 clusters
  Score: Raw -432987.793180 + Penalty 2709.560467 = -430278.232713
  nChanged 31
		SP:Iteration 14Q (69680.200000 sec): 3 clusters
  Score: Raw -433004.236654 + Penalty 2709.560467 = -430294.676186
  nChanged 29
		SP:Iteration 15Q (69680.360000 sec): 3 clusters
  Score: Raw -433017.003269 + Penalty 2709.560467 = -430307.442802
  nChanged 20
		SP:Iteration 16Q (69680.520000 sec): 3 clusters
  Score: Raw -433029.593232 + Penalty 2709.560467 = -430320.032765
  nChanged 29
		SP:Iteration 17Q (69680.700000 sec): 3 clusters
  Score: Raw -433046.938255 + Penalty 2709.560467 = -430337.377788
  nChanged 28
		SP:Iteration 18Q (69680.870000 sec): 3 clusters
  Score: Raw -433062.475890 + Penalty 2709.560467 = -430352.915423
  nChanged 23
		SP:Iteration 19Q (69681.030000 sec): 3 clusters
  Score: Raw -433071.915965 + Penalty 2709.560467 = -430362.355498
  nChanged 16
		SP:Iteration 20F (69681.190000 sec): 3 clusters
  Score: Raw -433078.411823 + Penalty 2709.560467 = -430368.851356
  nChanged 16
		SP:Iteration 21Q (69681.380000 sec): 3 clusters
  Score: Raw -433086.043463 + Penalty 2709.560467 = -430376.482996
  nChanged 13
		SP:Iteration 22Q (69681.560000 sec): 3 clusters
  Score: Raw -433091.631070 + Penalty 2709.560467 = -430382.070603
  nChanged 6
		SP:Iteration 23Q (69681.770000 sec): 3 clusters
  Score: Raw -433093.644726 + Penalty 2709.560467 = -430384.084259
  nChanged 5
		SP:Iteration 24Q (69681.970000 sec): 3 clusters
  Score: Raw -433095.710619 + Penalty 2709.560467 = -430386.150152
  nChanged 3
		SP:Iteration 25Q (69682.140000 sec): 3 clusters
  Score: Raw -433096.998714 + Penalty 2709.560467 = -430387.438247
  nChanged 1
		SP:Iteration 26Q (69682.290000 sec): 3 clusters
  Score: Raw -433097.267515 + Penalty 2709.560467 = -430387.707048
  nChanged 0
		SP:Iteration 27F (69682.430000 sec): 3 clusters
  Score: Raw -433097.267515 + Penalty 2709.560467 = -430387.707048
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (19249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69682.640000 sec): 2 clusters
  Score: Raw -2132575.281950 + Penalty 1603.097338 = -2130972.184611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69682.960000 sec): 3 clusters
  Score: Raw -2121008.295363 + Penalty 3206.194677 = -2117802.100686
  nChanged 8626
		SP:Iteration 1F (69683.260000 sec): 3 clusters
  Score: Raw -2125726.731149 + Penalty 3206.194677 = -2122520.536473
  nChanged 957
		SP:Iteration 2Q (69683.600000 sec): 3 clusters
  Score: Raw -2126035.792230 + Penalty 3206.194677 = -2122829.597553
  nChanged 809
		SP:Iteration 3Q (69683.880000 sec): 3 clusters
  Score: Raw -2126284.449303 + Penalty 3206.194677 = -2123078.254626
  nChanged 705
		SP:Iteration 4Q (69684.150000 sec): 3 clusters
  Score: Raw -2126494.657748 + Penalty 3206.194677 = -2123288.463071
  nChanged 688
		SP:Iteration 5Q (69684.440000 sec): 3 clusters
  Score: Raw -2126725.286262 + Penalty 3206.194677 = -2123519.091585
  nChanged 707
		SP:Iteration 6Q (69684.720000 sec): 3 clusters
  Score: Raw -2126976.834029 + Penalty 3206.194677 = -2123770.639352
  nChanged 704
		SP:Iteration 7Q (69685.020000 sec): 3 clusters
  Score: Raw -2127254.616501 + Penalty 3206.194677 = -2124048.421824
  nChanged 742
		SP:Iteration 8Q (69685.270000 sec): 3 clusters
  Score: Raw -2127591.961737 + Penalty 3206.194677 = -2124385.767060
  nChanged 801
		SP:Iteration 9Q (69685.580000 sec): 3 clusters
  Score: Raw -2128021.351163 + Penalty 3206.194677 = -2124815.156486
  nChanged 827
		SP:Iteration 10Q (69685.910000 sec): 3 clusters
  Score: Raw -2128534.656743 + Penalty 3206.194677 = -2125328.462066
  nChanged 882
		SP:Iteration 11Q (69686.230000 sec): 3 clusters
  Score: Raw -2129091.054286 + Penalty 3206.194677 = -2125884.859609
  nChanged 831
		SP:Iteration 12Q (69686.440000 sec): 3 clusters
  Score: Raw -2129527.465880 + Penalty 3206.194677 = -2126321.271203
  nChanged 646
		SP:Iteration 13Q (69686.800000 sec): 3 clusters
  Score: Raw -2129789.864949 + Penalty 3206.194677 = -2126583.670272
  nChanged 454
		SP:Iteration 14Q (69687.050000 sec): 3 clusters
  Score: Raw -2129950.459058 + Penalty 3206.194677 = -2126744.264381
  nChanged 343
		SP:Iteration 15Q (69687.300000 sec): 3 clusters
  Score: Raw -2130044.866191 + Penalty 3206.194677 = -2126838.671514
  nChanged 244
		SP:Iteration 16Q (69687.580000 sec): 3 clusters
  Score: Raw -2130116.229518 + Penalty 3206.194677 = -2126910.034841
  nChanged 222
		SP:Iteration 17Q (69687.860000 sec): 3 clusters
  Score: Raw -2130185.003321 + Penalty 3206.194677 = -2126978.808645
  nChanged 217
		SP:Iteration 18Q (69688.140000 sec): 3 clusters
  Score: Raw -2130251.554844 + Penalty 3206.194677 = -2127045.360167
  nChanged 215
		SP:Iteration 19Q (69688.440000 sec): 3 clusters
  Score: Raw -2130310.309902 + Penalty 3206.194677 = -2127104.115225
  nChanged 189
		SP:Iteration 20F (69688.710000 sec): 3 clusters
  Score: Raw -2130366.270151 + Penalty 3206.194677 = -2127160.075474
  nChanged 198
		SP:Iteration 21Q (69689.060000 sec): 3 clusters
  Score: Raw -2130425.904738 + Penalty 3206.194677 = -2127219.710061
  nChanged 201
		SP:Iteration 22Q (69689.290000 sec): 3 clusters
  Score: Raw -2130485.366305 + Penalty 3206.194677 = -2127279.171629
  nChanged 213
		SP:Iteration 23Q (69689.540000 sec): 3 clusters
  Score: Raw -2130550.715287 + Penalty 3206.194677 = -2127344.520610
  nChanged 194
		SP:Iteration 24Q (69689.890000 sec): 3 clusters
  Score: Raw -2130611.791736 + Penalty 3206.194677 = -2127405.597059
  nChanged 203
		SP:Iteration 25Q (69690.110000 sec): 3 clusters
  Score: Raw -2130680.784909 + Penalty 3206.194677 = -2127474.590232
  nChanged 220
		SP:Iteration 26Q (69690.400000 sec): 3 clusters
  Score: Raw -2130754.303011 + Penalty 3206.194677 = -2127548.108334
  nChanged 202
		SP:Iteration 27Q (69690.680000 sec): 3 clusters
  Score: Raw -2130817.006290 + Penalty 3206.194677 = -2127610.811614
  nChanged 208
		SP:Iteration 28Q (69690.940000 sec): 3 clusters
  Score: Raw -2130888.355864 + Penalty 3206.194677 = -2127682.161187
  nChanged 205
		SP:Iteration 29Q (69691.230000 sec): 3 clusters
  Score: Raw -2130953.733065 + Penalty 3206.194677 = -2127747.538388
  nChanged 199
		SP:Iteration 30Q (69691.450000 sec): 3 clusters
  Score: Raw -2131013.825605 + Penalty 3206.194677 = -2127807.630929
  nChanged 192
		SP:Iteration 31Q (69691.760000 sec): 3 clusters
  Score: Raw -2131076.694193 + Penalty 3206.194677 = -2127870.499517
  nChanged 198
		SP:Iteration 32Q (69692.040000 sec): 3 clusters
  Score: Raw -2131142.142680 + Penalty 3206.194677 = -2127935.948003
  nChanged 188
		SP:Iteration 33Q (69692.300000 sec): 3 clusters
  Score: Raw -2131207.229773 + Penalty 3206.194677 = -2128001.035096
  nChanged 183
		SP:Iteration 34Q (69692.550000 sec): 3 clusters
  Score: Raw -2131271.504233 + Penalty 3206.194677 = -2128065.309556
  nChanged 193
		SP:Iteration 35Q (69692.790000 sec): 3 clusters
  Score: Raw -2131338.941707 + Penalty 3206.194677 = -2128132.747030
  nChanged 195
		SP:Iteration 36Q (69693.070000 sec): 3 clusters
  Score: Raw -2131407.802855 + Penalty 3206.194677 = -2128201.608178
  nChanged 199
		SP:Iteration 37Q (69693.260000 sec): 3 clusters
  Score: Raw -2131486.026376 + Penalty 3206.194677 = -2128279.831699
  nChanged 216
		SP:Iteration 38Q (69693.470000 sec): 3 clusters
  Score: Raw -2131576.693260 + Penalty 3206.194677 = -2128370.498583
  nChanged 202
		SP:Iteration 39Q (69693.680000 sec): 3 clusters
  Score: Raw -2131661.921594 + Penalty 3206.194677 = -2128455.726917
  nChanged 211
		SP:Iteration 40F (69693.920000 sec): 3 clusters
  Score: Raw -2131755.969546 + Penalty 3206.194677 = -2128549.774869
  nChanged 224
		SP:Iteration 41Q (69694.180000 sec): 3 clusters
  Score: Raw -2131866.158379 + Penalty 3206.194677 = -2128659.963702
  nChanged 193
		SP:Iteration 42Q (69694.470000 sec): 3 clusters
  Score: Raw -2131967.103633 + Penalty 3206.194677 = -2128760.908956
  nChanged 200
		SP:Iteration 43Q (69694.710000 sec): 3 clusters
  Score: Raw -2132070.144053 + Penalty 3206.194677 = -2128863.949376
  nChanged 171
		SP:Iteration 44Q (69694.930000 sec): 3 clusters
  Score: Raw -2132152.638963 + Penalty 3206.194677 = -2128946.444286
  nChanged 135
		SP:Iteration 45Q (69695.170000 sec): 3 clusters
  Score: Raw -2132214.203639 + Penalty 3206.194677 = -2129008.008962
  nChanged 140
		SP:Iteration 46Q (69695.400000 sec): 3 clusters
  Score: Raw -2132284.340047 + Penalty 3206.194677 = -2129078.145370
  nChanged 124
		SP:Iteration 47Q (69695.660000 sec): 3 clusters
  Score: Raw -2132348.620270 + Penalty 3206.194677 = -2129142.425594
  nChanged 104
		SP:Iteration 48Q (69695.900000 sec): 3 clusters
  Score: Raw -2132403.137170 + Penalty 3206.194677 = -2129196.942493
  nChanged 99
		SP:Iteration 49Q (69696.120000 sec): 3 clusters
  Score: Raw -2132454.671945 + Penalty 3206.194677 = -2129248.477268
  nChanged 81
		SP:Iteration 50Q (69696.360000 sec): 3 clusters
  Score: Raw -2132496.288228 + Penalty 3206.194677 = -2129290.093551
  nChanged 73
		SP:Iteration 51Q (69696.630000 sec): 3 clusters
  Score: Raw -2132541.153942 + Penalty 3206.194677 = -2129334.959265
  nChanged 69
		SP:Iteration 52Q (69696.880000 sec): 3 clusters
  Score: Raw -2132578.718632 + Penalty 3206.194677 = -2129372.523955
  nChanged 54
		SP:Iteration 53Q (69697.120000 sec): 3 clusters
  Score: Raw -2132608.689502 + Penalty 3206.194677 = -2129402.494825
  nChanged 44
		SP:Iteration 54Q (69697.300000 sec): 3 clusters
  Score: Raw -2132637.644617 + Penalty 3206.194677 = -2129431.449940
  nChanged 35
		SP:Iteration 55Q (69697.540000 sec): 3 clusters
  Score: Raw -2132658.845970 + Penalty 3206.194677 = -2129452.651294
  nChanged 29
		SP:Iteration 56Q (69697.820000 sec): 3 clusters
  Score: Raw -2132676.888868 + Penalty 3206.194677 = -2129470.694191
  nChanged 27
		SP:Iteration 57Q (69698.090000 sec): 3 clusters
  Score: Raw -2132691.061956 + Penalty 3206.194677 = -2129484.867279
  nChanged 22
		SP:Iteration 58Q (69698.330000 sec): 3 clusters
  Score: Raw -2132703.417322 + Penalty 3206.194677 = -2129497.222645
  nChanged 25
		SP:Iteration 59Q (69698.580000 sec): 3 clusters
  Score: Raw -2132718.577445 + Penalty 3206.194677 = -2129512.382768
  nChanged 26
		SP:Iteration 60F (69698.810000 sec): 3 clusters
  Score: Raw -2132735.529324 + Penalty 3206.194677 = -2129529.334647
  nChanged 29
		SP:Iteration 61Q (69699.070000 sec): 3 clusters
  Score: Raw -2132751.797465 + Penalty 3206.194677 = -2129545.602788
  nChanged 18
		SP:Iteration 62Q (69699.340000 sec): 3 clusters
  Score: Raw -2132764.433063 + Penalty 3206.194677 = -2129558.238386
  nChanged 17
		SP:Iteration 63Q (69699.600000 sec): 3 clusters
  Score: Raw -2132777.872527 + Penalty 3206.194677 = -2129571.677850
  nChanged 17
		SP:Iteration 64Q (69699.840000 sec): 3 clusters
  Score: Raw -2132786.271497 + Penalty 3206.194677 = -2129580.076820
  nChanged 11
		SP:Iteration 65Q (69700.100000 sec): 3 clusters
  Score: Raw -2132793.783782 + Penalty 3206.194677 = -2129587.589105
  nChanged 15
		SP:Iteration 66Q (69700.370000 sec): 3 clusters
  Score: Raw -2132800.155024 + Penalty 3206.194677 = -2129593.960347
  nChanged 11
		SP:Iteration 67Q (69700.570000 sec): 3 clusters
  Score: Raw -2132805.954844 + Penalty 3206.194677 = -2129599.760167
  nChanged 11
		SP:Iteration 68Q (69700.870000 sec): 3 clusters
  Score: Raw -2132811.914637 + Penalty 3206.194677 = -2129605.719961
  nChanged 10
		SP:Iteration 69Q (69701.100000 sec): 3 clusters
  Score: Raw -2132817.385416 + Penalty 3206.194677 = -2129611.190739
  nChanged 7
		SP:Iteration 70Q (69701.380000 sec): 3 clusters
  Score: Raw -2132820.883484 + Penalty 3206.194677 = -2129614.688807
  nChanged 4
		SP:Iteration 71Q (69701.650000 sec): 3 clusters
  Score: Raw -2132822.742319 + Penalty 3206.194677 = -2129616.547642
  nChanged 2
		SP:Iteration 72Q (69701.940000 sec): 3 clusters
  Score: Raw -2132823.754101 + Penalty 3206.194677 = -2129617.559425
  nChanged 2
		SP:Iteration 73Q (69702.240000 sec): 3 clusters
  Score: Raw -2132824.204197 + Penalty 3206.194677 = -2129618.009520
  nChanged 0
		SP:Iteration 74F (69702.570000 sec): 3 clusters
  Score: Raw -2132824.204197 + Penalty 3206.194677 = -2129618.009520
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69702.670000 sec): 2 clusters
  Score: Raw -657492.656699 + Penalty 1414.939104 = -656077.717596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69702.830000 sec): 3 clusters
  Score: Raw -654246.411627 + Penalty 2829.878207 = -651416.533420
  nChanged 2482
		SP:Iteration 1F (69703.030000 sec): 3 clusters
  Score: Raw -655661.900061 + Penalty 2829.878207 = -652832.021854
  nChanged 431
		SP:Iteration 2F (69703.210000 sec): 3 clusters
  Score: Raw -655883.585260 + Penalty 2829.878207 = -653053.707053
  nChanged 317
		SP:Iteration 3F (69703.410000 sec): 3 clusters
  Score: Raw -656041.282107 + Penalty 2829.878207 = -653211.403900
  nChanged 243
		SP:Iteration 4Q (69703.630000 sec): 3 clusters
  Score: Raw -656136.347592 + Penalty 2829.878207 = -653306.469385
  nChanged 172
		SP:Iteration 5Q (69703.790000 sec): 3 clusters
  Score: Raw -656196.164350 + Penalty 2829.878207 = -653366.286143
  nChanged 139
		SP:Iteration 6Q (69703.970000 sec): 3 clusters
  Score: Raw -656250.090157 + Penalty 2829.878207 = -653420.211950
  nChanged 135
		SP:Iteration 7Q (69704.160000 sec): 3 clusters
  Score: Raw -656295.359455 + Penalty 2829.878207 = -653465.481248
  nChanged 126
		SP:Iteration 8Q (69704.350000 sec): 3 clusters
  Score: Raw -656335.108113 + Penalty 2829.878207 = -653505.229906
  nChanged 125
		SP:Iteration 9Q (69704.530000 sec): 3 clusters
  Score: Raw -656386.080779 + Penalty 2829.878207 = -653556.202572
  nChanged 146
		SP:Iteration 10Q (69704.720000 sec): 3 clusters
  Score: Raw -656449.833473 + Penalty 2829.878207 = -653619.955266
  nChanged 149
		SP:Iteration 11Q (69704.900000 sec): 3 clusters
  Score: Raw -656511.045749 + Penalty 2829.878207 = -653681.167541
  nChanged 146
		SP:Iteration 12Q (69705.090000 sec): 3 clusters
  Score: Raw -656591.336761 + Penalty 2829.878207 = -653761.458554
  nChanged 184
		SP:Iteration 13Q (69705.240000 sec): 3 clusters
  Score: Raw -656709.039822 + Penalty 2829.878207 = -653879.161615
  nChanged 210
		SP:Iteration 14Q (69705.470000 sec): 3 clusters
  Score: Raw -656827.980677 + Penalty 2829.878207 = -653998.102470
  nChanged 185
		SP:Iteration 15Q (69705.690000 sec): 3 clusters
  Score: Raw -656927.540119 + Penalty 2829.878207 = -654097.661912
  nChanged 171
		SP:Iteration 16Q (69705.830000 sec): 3 clusters
  Score: Raw -657016.315328 + Penalty 2829.878207 = -654186.437121
  nChanged 172
		SP:Iteration 17Q (69706.010000 sec): 3 clusters
  Score: Raw -657102.538366 + Penalty 2829.878207 = -654272.660159
  nChanged 165
		SP:Iteration 18Q (69706.210000 sec): 3 clusters
  Score: Raw -657185.241592 + Penalty 2829.878207 = -654355.363385
  nChanged 144
		SP:Iteration 19Q (69706.350000 sec): 3 clusters
  Score: Raw -657262.518628 + Penalty 2829.878207 = -654432.640421
  nChanged 120
		SP:Iteration 20F (69706.550000 sec): 3 clusters
  Score: Raw -657327.701314 + Penalty 2829.878207 = -654497.823107
  nChanged 109
		SP:Iteration 21Q (69706.700000 sec): 3 clusters
  Score: Raw -657387.250599 + Penalty 2829.878207 = -654557.372392
  nChanged 102
		SP:Iteration 22Q (69706.850000 sec): 3 clusters
  Score: Raw -657435.617130 + Penalty 2829.878207 = -654605.738923
  nChanged 79
		SP:Iteration 23Q (69707.040000 sec): 3 clusters
  Score: Raw -657471.529407 + Penalty 2829.878207 = -654641.651200
  nChanged 54
		SP:Iteration 24Q (69707.220000 sec): 3 clusters
  Score: Raw -657494.753494 + Penalty 2829.878207 = -654664.875287
  nChanged 65
		SP:Iteration 25Q (69707.370000 sec): 3 clusters
  Score: Raw -657524.068538 + Penalty 2829.878207 = -654694.190331
  nChanged 55
		SP:Iteration 26Q (69707.550000 sec): 3 clusters
  Score: Raw -657549.988367 + Penalty 2829.878207 = -654720.110160
  nChanged 43
		SP:Iteration 27Q (69707.720000 sec): 3 clusters
  Score: Raw -657568.529912 + Penalty 2829.878207 = -654738.651705
  nChanged 36
		SP:Iteration 28Q (69707.940000 sec): 3 clusters
  Score: Raw -657581.681357 + Penalty 2829.878207 = -654751.803150
  nChanged 24
		SP:Iteration 29Q (69708.130000 sec): 3 clusters
  Score: Raw -657593.006098 + Penalty 2829.878207 = -654763.127891
  nChanged 23
		SP:Iteration 30Q (69708.280000 sec): 3 clusters
  Score: Raw -657604.147291 + Penalty 2829.878207 = -654774.269084
  nChanged 26
		SP:Iteration 31Q (69708.470000 sec): 3 clusters
  Score: Raw -657614.622619 + Penalty 2829.878207 = -654784.744412
  nChanged 31
		SP:Iteration 32Q (69708.660000 sec): 3 clusters
  Score: Raw -657625.623927 + Penalty 2829.878207 = -654795.745720
  nChanged 20
		SP:Iteration 33Q (69708.920000 sec): 3 clusters
  Score: Raw -657634.404765 + Penalty 2829.878207 = -654804.526558
  nChanged 19
		SP:Iteration 34Q (69709.130000 sec): 3 clusters
  Score: Raw -657642.031400 + Penalty 2829.878207 = -654812.153193
  nChanged 15
		SP:Iteration 35Q (69709.280000 sec): 3 clusters
  Score: Raw -657650.569658 + Penalty 2829.878207 = -654820.691451
  nChanged 16
		SP:Iteration 36Q (69709.550000 sec): 3 clusters
  Score: Raw -657656.760903 + Penalty 2829.878207 = -654826.882696
  nChanged 14
		SP:Iteration 37Q (69709.750000 sec): 3 clusters
  Score: Raw -657661.375230 + Penalty 2829.878207 = -654831.497023
  nChanged 13
		SP:Iteration 38Q (69709.880000 sec): 3 clusters
  Score: Raw -657665.245060 + Penalty 2829.878207 = -654835.366853
  nChanged 14
		SP:Iteration 39Q (69710.070000 sec): 3 clusters
  Score: Raw -657669.848457 + Penalty 2829.878207 = -654839.970250
  nChanged 7
		SP:Iteration 40F (69710.250000 sec): 3 clusters
  Score: Raw -657672.129782 + Penalty 2829.878207 = -654842.251575
  nChanged 2
		SP:Iteration 41Q (69710.450000 sec): 3 clusters
  Score: Raw -657673.436512 + Penalty 2829.878207 = -654843.558305
  nChanged 2
		SP:Iteration 42Q (69710.620000 sec): 3 clusters
  Score: Raw -657674.170824 + Penalty 2829.878207 = -654844.292617
  nChanged 4
		SP:Iteration 43Q (69710.760000 sec): 3 clusters
  Score: Raw -657675.727152 + Penalty 2829.878207 = -654845.848945
  nChanged 3
		SP:Iteration 44Q (69710.900000 sec): 3 clusters
  Score: Raw -657676.591888 + Penalty 2829.878207 = -654846.713680
  nChanged 4
		SP:Iteration 45Q (69711.040000 sec): 3 clusters
  Score: Raw -657677.559838 + Penalty 2829.878207 = -654847.681631
  nChanged 2
		SP:Iteration 46Q (69711.190000 sec): 3 clusters
  Score: Raw -657678.375858 + Penalty 2829.878207 = -654848.497651
  nChanged 3
		SP:Iteration 47Q (69711.340000 sec): 3 clusters
  Score: Raw -657679.472742 + Penalty 2829.878207 = -654849.594534
  nChanged 7
		SP:Iteration 48Q (69711.530000 sec): 3 clusters
  Score: Raw -657682.085847 + Penalty 2829.878207 = -654852.207640
  nChanged 4
		SP:Iteration 49Q (69711.710000 sec): 3 clusters
  Score: Raw -657683.511727 + Penalty 2829.878207 = -654853.633520
  nChanged 3
		SP:Iteration 50Q (69711.950000 sec): 3 clusters
  Score: Raw -657685.301053 + Penalty 2829.878207 = -654855.422846
  nChanged 4
		SP:Iteration 51Q (69712.110000 sec): 3 clusters
  Score: Raw -657686.599388 + Penalty 2829.878207 = -654856.721181
  nChanged 5
		SP:Iteration 52Q (69712.300000 sec): 3 clusters
  Score: Raw -657689.488660 + Penalty 2829.878207 = -654859.610453
  nChanged 6
		SP:Iteration 53Q (69712.450000 sec): 3 clusters
  Score: Raw -657691.411586 + Penalty 2829.878207 = -654861.533379
  nChanged 5
		SP:Iteration 54Q (69712.670000 sec): 3 clusters
  Score: Raw -657694.095937 + Penalty 2829.878207 = -654864.217730
  nChanged 8
		SP:Iteration 55Q (69712.830000 sec): 3 clusters
  Score: Raw -657697.452125 + Penalty 2829.878207 = -654867.573917
  nChanged 11
		SP:Iteration 56Q (69712.990000 sec): 3 clusters
  Score: Raw -657701.331691 + Penalty 2829.878207 = -654871.453484
  nChanged 11
		SP:Iteration 57Q (69713.140000 sec): 3 clusters
  Score: Raw -657706.666945 + Penalty 2829.878207 = -654876.788738
  nChanged 11
		SP:Iteration 58Q (69713.310000 sec): 3 clusters
  Score: Raw -657711.545016 + Penalty 2829.878207 = -654881.666809
  nChanged 10
		SP:Iteration 59Q (69713.470000 sec): 3 clusters
  Score: Raw -657716.595243 + Penalty 2829.878207 = -654886.717036
  nChanged 12
		SP:Iteration 60F (69713.670000 sec): 3 clusters
  Score: Raw -657724.287089 + Penalty 2829.878207 = -654894.408882
  nChanged 14
		SP:Iteration 61Q (69713.850000 sec): 3 clusters
  Score: Raw -657730.589873 + Penalty 2829.878207 = -654900.711666
  nChanged 8
		SP:Iteration 62Q (69714.010000 sec): 3 clusters
  Score: Raw -657735.766330 + Penalty 2829.878207 = -654905.888123
  nChanged 7
		SP:Iteration 63Q (69714.190000 sec): 3 clusters
  Score: Raw -657738.164398 + Penalty 2829.878207 = -654908.286191
  nChanged 5
		SP:Iteration 64Q (69714.360000 sec): 3 clusters
  Score: Raw -657739.663626 + Penalty 2829.878207 = -654909.785418
  nChanged 4
		SP:Iteration 65Q (69714.510000 sec): 3 clusters
  Score: Raw -657740.699528 + Penalty 2829.878207 = -654910.821321
  nChanged 3
		SP:Iteration 66Q (69714.630000 sec): 3 clusters
  Score: Raw -657742.266955 + Penalty 2829.878207 = -654912.388748
  nChanged 3
		SP:Iteration 67Q (69714.790000 sec): 3 clusters
  Score: Raw -657743.959127 + Penalty 2829.878207 = -654914.080920
  nChanged 3
		SP:Iteration 68Q (69714.970000 sec): 3 clusters
  Score: Raw -657745.291402 + Penalty 2829.878207 = -654915.413195
  nChanged 5
		SP:Iteration 69Q (69715.120000 sec): 3 clusters
  Score: Raw -657748.061704 + Penalty 2829.878207 = -654918.183497
  nChanged 8
		SP:Iteration 70Q (69715.280000 sec): 3 clusters
  Score: Raw -657751.767252 + Penalty 2829.878207 = -654921.889045
  nChanged 8
		SP:Iteration 71Q (69715.500000 sec): 3 clusters
  Score: Raw -657755.626504 + Penalty 2829.878207 = -654925.748297
  nChanged 1
		SP:Iteration 72Q (69715.690000 sec): 3 clusters
  Score: Raw -657755.895740 + Penalty 2829.878207 = -654926.017533
  nChanged 2
		SP:Iteration 73Q (69715.890000 sec): 3 clusters
  Score: Raw -657757.219790 + Penalty 2829.878207 = -654927.341583
  nChanged 4
		SP:Iteration 74Q (69716.070000 sec): 3 clusters
  Score: Raw -657760.061739 + Penalty 2829.878207 = -654930.183532
  nChanged 4
		SP:Iteration 75Q (69716.310000 sec): 3 clusters
  Score: Raw -657762.036164 + Penalty 2829.878207 = -654932.157957
  nChanged 1
		SP:Iteration 76Q (69716.500000 sec): 3 clusters
  Score: Raw -657762.228947 + Penalty 2829.878207 = -654932.350740
  nChanged 1
		SP:Iteration 77Q (69716.630000 sec): 3 clusters
  Score: Raw -657762.430866 + Penalty 2829.878207 = -654932.552659
  nChanged 1
		SP:Iteration 78Q (69716.820000 sec): 3 clusters
  Score: Raw -657762.921160 + Penalty 2829.878207 = -654933.042953
  nChanged 3
		SP:Iteration 79Q (69717.010000 sec): 3 clusters
  Score: Raw -657763.902361 + Penalty 2829.878207 = -654934.024154
  nChanged 4
		SP:Iteration 80F (69717.200000 sec): 3 clusters
  Score: Raw -657765.424371 + Penalty 2829.878207 = -654935.546164
  nChanged 1
		SP:Iteration 81Q (69717.440000 sec): 3 clusters
  Score: Raw -657765.957545 + Penalty 2829.878207 = -654936.079337
  nChanged 1
		SP:Iteration 82Q (69717.650000 sec): 3 clusters
  Score: Raw -657766.401108 + Penalty 2829.878207 = -654936.522901
  nChanged 1
		SP:Iteration 83Q (69717.800000 sec): 3 clusters
  Score: Raw -657766.734053 + Penalty 2829.878207 = -654936.855846
  nChanged 0
		SP:Iteration 84F (69718.010000 sec): 3 clusters
  Score: Raw -657766.734053 + Penalty 2829.878207 = -654936.855846
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69718.120000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69718.280000 sec): 3 clusters
  Score: Raw -53010.272258 + Penalty 2034.984797 = -50975.287460
  nChanged 122
		SP:Iteration 1F (69718.400000 sec): 3 clusters
  Score: Raw -53150.907849 + Penalty 2034.984797 = -51115.923052
  nChanged 29
		SP:Iteration 2F (69718.550000 sec): 3 clusters
  Score: Raw -53193.617816 + Penalty 2034.984797 = -51158.633019
  nChanged 14
		SP:Iteration 3Q (69718.710000 sec): 3 clusters
  Score: Raw -53228.294841 + Penalty 2034.984797 = -51193.310043
  nChanged 16
		SP:Iteration 4Q (69718.870000 sec): 3 clusters
  Score: Raw -53250.935597 + Penalty 2034.984797 = -51215.950800
  nChanged 10
		SP:Iteration 5Q (69719.030000 sec): 3 clusters
  Score: Raw -53268.769691 + Penalty 2034.984797 = -51233.784894
  nChanged 7
		SP:Iteration 6Q (69719.190000 sec): 3 clusters
  Score: Raw -53275.835425 + Penalty 2034.984797 = -51240.850627
  nChanged 3
		SP:Iteration 7Q (69719.350000 sec): 3 clusters
  Score: Raw -53280.487908 + Penalty 2034.984797 = -51245.503111
  nChanged 3
		SP:Iteration 8Q (69719.510000 sec): 3 clusters
  Score: Raw -53283.972598 + Penalty 2034.984797 = -51248.987801
  nChanged 4
		SP:Iteration 9Q (69719.670000 sec): 3 clusters
  Score: Raw -53288.716254 + Penalty 2034.984797 = -51253.731456
  nChanged 0
		SP:Iteration 10F (69719.830000 sec): 3 clusters
  Score: Raw -53288.716254 + Penalty 2034.984797 = -51253.731456
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69719.910000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69720.070000 sec): 3 clusters
  Score: Raw -50597.073308 + Penalty 2009.848390 = -48587.224919
  nChanged 108
		SP:Iteration 1F (69720.240000 sec): 3 clusters
  Score: Raw -50754.533435 + Penalty 2009.848390 = -48744.685045
  nChanged 22
		SP:Iteration 2Q (69720.370000 sec): 3 clusters
  Score: Raw -50803.498756 + Penalty 2009.848390 = -48793.650367
  nChanged 10
		SP:Iteration 3Q (69720.510000 sec): 3 clusters
  Score: Raw -50823.410084 + Penalty 2009.848390 = -48813.561694
  nChanged 7
		SP:Iteration 4Q (69720.650000 sec): 3 clusters
  Score: Raw -50834.101561 + Penalty 2009.848390 = -48824.253172
  nChanged 3
		SP:Iteration 5Q (69720.770000 sec): 3 clusters
  Score: Raw -50839.587171 + Penalty 2009.848390 = -48829.738781
  nChanged 1
		SP:Iteration 6Q (69720.900000 sec): 3 clusters
  Score: Raw -50841.757707 + Penalty 2009.848390 = -48831.909318
  nChanged 1
		SP:Iteration 7Q (69721.050000 sec): 3 clusters
  Score: Raw -50844.254847 + Penalty 2009.848390 = -48834.406457
  nChanged 1
		SP:Iteration 8Q (69721.190000 sec): 3 clusters
  Score: Raw -50847.999915 + Penalty 2009.848390 = -48838.151526
  nChanged 1
		SP:Iteration 9Q (69721.330000 sec): 3 clusters
  Score: Raw -50848.909905 + Penalty 2009.848390 = -48839.061515
  nChanged 1
		SP:Iteration 10Q (69721.480000 sec): 3 clusters
  Score: Raw -50849.630161 + Penalty 2009.848390 = -48839.781771
  nChanged 1
		SP:Iteration 11Q (69721.620000 sec): 3 clusters
  Score: Raw -50851.383802 + Penalty 2009.848390 = -48841.535412
  nChanged 0
		SP:Iteration 12F (69721.770000 sec): 3 clusters
  Score: Raw -50851.383802 + Penalty 2009.848390 = -48841.535412
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69721.890000 sec): 2 clusters
  Score: Raw -835048.607082 + Penalty 1458.025371 = -833590.581711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69722.070000 sec): 3 clusters
  Score: Raw -830708.772967 + Penalty 2916.050742 = -827792.722225
  nChanged 3337
		SP:Iteration 1F (69722.260000 sec): 3 clusters
  Score: Raw -832422.857360 + Penalty 2916.050742 = -829506.806618
  nChanged 504
		SP:Iteration 2F (69722.440000 sec): 3 clusters
  Score: Raw -832631.868698 + Penalty 2916.050742 = -829715.817956
  nChanged 411
		SP:Iteration 3F (69722.670000 sec): 3 clusters
  Score: Raw -832813.394214 + Penalty 2916.050742 = -829897.343472
  nChanged 385
		SP:Iteration 4Q (69722.790000 sec): 3 clusters
  Score: Raw -833002.829888 + Penalty 2916.050742 = -830086.779146
  nChanged 408
		SP:Iteration 5F (69722.970000 sec): 3 clusters
  Score: Raw -833227.856274 + Penalty 2916.050742 = -830311.805532
  nChanged 420
		SP:Iteration 6F (69723.140000 sec): 3 clusters
  Score: Raw -833490.677136 + Penalty 2916.050742 = -830574.626394
  nChanged 438
		SP:Iteration 7F (69723.310000 sec): 3 clusters
  Score: Raw -833777.590188 + Penalty 2916.050742 = -830861.539446
  nChanged 416
		SP:Iteration 8F (69723.480000 sec): 3 clusters
  Score: Raw -834043.136677 + Penalty 2916.050742 = -831127.085936
  nChanged 363
		SP:Iteration 9Q (69723.650000 sec): 3 clusters
  Score: Raw -834263.392956 + Penalty 2916.050742 = -831347.342214
  nChanged 316
		SP:Iteration 10Q (69723.830000 sec): 3 clusters
  Score: Raw -834442.718117 + Penalty 2916.050742 = -831526.667375
  nChanged 271
		SP:Iteration 11Q (69724.050000 sec): 3 clusters
  Score: Raw -834577.461832 + Penalty 2916.050742 = -831661.411090
  nChanged 207
		SP:Iteration 12Q (69724.260000 sec): 3 clusters
  Score: Raw -834660.371992 + Penalty 2916.050742 = -831744.321250
  nChanged 175
		SP:Iteration 13Q (69724.420000 sec): 3 clusters
  Score: Raw -834727.438033 + Penalty 2916.050742 = -831811.387291
  nChanged 146
		SP:Iteration 14Q (69724.580000 sec): 3 clusters
  Score: Raw -834780.861639 + Penalty 2916.050742 = -831864.810897
  nChanged 116
		SP:Iteration 15Q (69724.760000 sec): 3 clusters
  Score: Raw -834821.797719 + Penalty 2916.050742 = -831905.746977
  nChanged 87
		SP:Iteration 16Q (69724.950000 sec): 3 clusters
  Score: Raw -834846.494009 + Penalty 2916.050742 = -831930.443267
  nChanged 67
		SP:Iteration 17Q (69725.130000 sec): 3 clusters
  Score: Raw -834862.924587 + Penalty 2916.050742 = -831946.873845
  nChanged 49
		SP:Iteration 18Q (69725.310000 sec): 3 clusters
  Score: Raw -834873.567066 + Penalty 2916.050742 = -831957.516324
  nChanged 36
		SP:Iteration 19Q (69725.500000 sec): 3 clusters
  Score: Raw -834883.470879 + Penalty 2916.050742 = -831967.420137
  nChanged 45
		SP:Iteration 20F (69725.680000 sec): 3 clusters
  Score: Raw -834893.519862 + Penalty 2916.050742 = -831977.469121
  nChanged 32
		SP:Iteration 21Q (69725.860000 sec): 3 clusters
  Score: Raw -834901.522644 + Penalty 2916.050742 = -831985.471903
  nChanged 32
		SP:Iteration 22Q (69726.040000 sec): 3 clusters
  Score: Raw -834909.004022 + Penalty 2916.050742 = -831992.953280
  nChanged 28
		SP:Iteration 23Q (69726.250000 sec): 3 clusters
  Score: Raw -834913.489846 + Penalty 2916.050742 = -831997.439104
  nChanged 22
		SP:Iteration 24Q (69726.420000 sec): 3 clusters
  Score: Raw -834917.320762 + Penalty 2916.050742 = -832001.270020
  nChanged 9
		SP:Iteration 25Q (69726.600000 sec): 3 clusters
  Score: Raw -834919.003138 + Penalty 2916.050742 = -832002.952396
  nChanged 12
		SP:Iteration 26Q (69726.770000 sec): 3 clusters
  Score: Raw -834922.553283 + Penalty 2916.050742 = -832006.502541
  nChanged 14
		SP:Iteration 27Q (69726.970000 sec): 3 clusters
  Score: Raw -834925.162047 + Penalty 2916.050742 = -832009.111305
  nChanged 14
		SP:Iteration 28Q (69727.130000 sec): 3 clusters
  Score: Raw -834927.909399 + Penalty 2916.050742 = -832011.858657
  nChanged 12
		SP:Iteration 29Q (69727.330000 sec): 3 clusters
  Score: Raw -834929.275178 + Penalty 2916.050742 = -832013.224436
  nChanged 8
		SP:Iteration 30Q (69727.560000 sec): 3 clusters
  Score: Raw -834930.585843 + Penalty 2916.050742 = -832014.535101
  nChanged 8
		SP:Iteration 31Q (69727.790000 sec): 3 clusters
  Score: Raw -834932.001348 + Penalty 2916.050742 = -832015.950606
  nChanged 8
		SP:Iteration 32Q (69727.970000 sec): 3 clusters
  Score: Raw -834933.159695 + Penalty 2916.050742 = -832017.108953
  nChanged 4
		SP:Iteration 33Q (69728.160000 sec): 3 clusters
  Score: Raw -834933.644554 + Penalty 2916.050742 = -832017.593812
  nChanged 4
		SP:Iteration 34Q (69728.380000 sec): 3 clusters
  Score: Raw -834934.142409 + Penalty 2916.050742 = -832018.091667
  nChanged 2
		SP:Iteration 35Q (69728.610000 sec): 3 clusters
  Score: Raw -834934.411492 + Penalty 2916.050742 = -832018.360750
  nChanged 0
		SP:Iteration 36F (69728.770000 sec): 3 clusters
  Score: Raw -834934.411492 + Penalty 2916.050742 = -832018.360750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69728.890000 sec): 2 clusters
  Score: Raw -881561.481184 + Penalty 1469.945659 = -880091.535525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69729.070000 sec): 3 clusters
  Score: Raw -876872.024382 + Penalty 2939.891318 = -873932.133064
  nChanged 3567
		SP:Iteration 1F (69729.260000 sec): 3 clusters
  Score: Raw -878907.104071 + Penalty 2939.891318 = -875967.212753
  nChanged 572
		SP:Iteration 2F (69729.480000 sec): 3 clusters
  Score: Raw -879194.499694 + Penalty 2939.891318 = -876254.608376
  nChanged 488
		SP:Iteration 3F (69729.680000 sec): 3 clusters
  Score: Raw -879433.715132 + Penalty 2939.891318 = -876493.823814
  nChanged 392
		SP:Iteration 4Q (69729.920000 sec): 3 clusters
  Score: Raw -879638.444386 + Penalty 2939.891318 = -876698.553068
  nChanged 368
		SP:Iteration 5Q (69730.090000 sec): 3 clusters
  Score: Raw -879839.096588 + Penalty 2939.891318 = -876899.205270
  nChanged 388
		SP:Iteration 6Q (69730.330000 sec): 3 clusters
  Score: Raw -880071.972935 + Penalty 2939.891318 = -877132.081617
  nChanged 386
		SP:Iteration 7Q (69730.530000 sec): 3 clusters
  Score: Raw -880287.107772 + Penalty 2939.891318 = -877347.216454
  nChanged 351
		SP:Iteration 8Q (69730.700000 sec): 3 clusters
  Score: Raw -880492.639781 + Penalty 2939.891318 = -877552.748463
  nChanged 311
		SP:Iteration 9Q (69730.900000 sec): 3 clusters
  Score: Raw -880624.239248 + Penalty 2939.891318 = -877684.347930
  nChanged 243
		SP:Iteration 10Q (69731.120000 sec): 3 clusters
  Score: Raw -880716.308262 + Penalty 2939.891318 = -877776.416944
  nChanged 179
		SP:Iteration 11Q (69731.360000 sec): 3 clusters
  Score: Raw -880783.659503 + Penalty 2939.891318 = -877843.768185
  nChanged 163
		SP:Iteration 12Q (69731.510000 sec): 3 clusters
  Score: Raw -880837.262546 + Penalty 2939.891318 = -877897.371228
  nChanged 135
		SP:Iteration 13Q (69731.640000 sec): 3 clusters
  Score: Raw -880878.403801 + Penalty 2939.891318 = -877938.512483
  nChanged 123
		SP:Iteration 14Q (69731.820000 sec): 3 clusters
  Score: Raw -880912.429826 + Penalty 2939.891318 = -877972.538509
  nChanged 102
		SP:Iteration 15Q (69732.030000 sec): 3 clusters
  Score: Raw -880941.278247 + Penalty 2939.891318 = -878001.386929
  nChanged 87
		SP:Iteration 16Q (69732.220000 sec): 3 clusters
  Score: Raw -880959.623705 + Penalty 2939.891318 = -878019.732387
  nChanged 72
		SP:Iteration 17Q (69732.400000 sec): 3 clusters
  Score: Raw -880977.091520 + Penalty 2939.891318 = -878037.200202
  nChanged 58
		SP:Iteration 18Q (69732.600000 sec): 3 clusters
  Score: Raw -880991.903165 + Penalty 2939.891318 = -878052.011847
  nChanged 61
		SP:Iteration 19Q (69732.820000 sec): 3 clusters
  Score: Raw -881006.323912 + Penalty 2939.891318 = -878066.432594
  nChanged 57
		SP:Iteration 20F (69732.950000 sec): 3 clusters
  Score: Raw -881022.709741 + Penalty 2939.891318 = -878082.818424
  nChanged 56
		SP:Iteration 21Q (69733.190000 sec): 3 clusters
  Score: Raw -881037.859075 + Penalty 2939.891318 = -878097.967757
  nChanged 57
		SP:Iteration 22Q (69733.380000 sec): 3 clusters
  Score: Raw -881053.516849 + Penalty 2939.891318 = -878113.625531
  nChanged 64
		SP:Iteration 23Q (69733.560000 sec): 3 clusters
  Score: Raw -881068.859047 + Penalty 2939.891318 = -878128.967729
  nChanged 60
		SP:Iteration 24Q (69733.800000 sec): 3 clusters
  Score: Raw -881081.889378 + Penalty 2939.891318 = -878141.998060
  nChanged 58
		SP:Iteration 25Q (69733.950000 sec): 3 clusters
  Score: Raw -881092.953816 + Penalty 2939.891318 = -878153.062498
  nChanged 50
		SP:Iteration 26Q (69734.130000 sec): 3 clusters
  Score: Raw -881103.251698 + Penalty 2939.891318 = -878163.360380
  nChanged 45
		SP:Iteration 27Q (69734.310000 sec): 3 clusters
  Score: Raw -881111.145579 + Penalty 2939.891318 = -878171.254261
  nChanged 34
		SP:Iteration 28Q (69734.530000 sec): 3 clusters
  Score: Raw -881118.090196 + Penalty 2939.891318 = -878178.198878
  nChanged 43
		SP:Iteration 29Q (69734.720000 sec): 3 clusters
  Score: Raw -881127.406397 + Penalty 2939.891318 = -878187.515079
  nChanged 45
		SP:Iteration 30Q (69734.890000 sec): 3 clusters
  Score: Raw -881137.181472 + Penalty 2939.891318 = -878197.290154
  nChanged 55
		SP:Iteration 31Q (69735.120000 sec): 3 clusters
  Score: Raw -881152.570428 + Penalty 2939.891318 = -878212.679110
  nChanged 62
		SP:Iteration 32Q (69735.290000 sec): 3 clusters
  Score: Raw -881169.517483 + Penalty 2939.891318 = -878229.626165
  nChanged 53
		SP:Iteration 33Q (69735.510000 sec): 3 clusters
  Score: Raw -881180.733325 + Penalty 2939.891318 = -878240.842007
  nChanged 59
		SP:Iteration 34Q (69735.680000 sec): 3 clusters
  Score: Raw -881192.329081 + Penalty 2939.891318 = -878252.437763
  nChanged 54
		SP:Iteration 35Q (69735.840000 sec): 3 clusters
  Score: Raw -881203.897900 + Penalty 2939.891318 = -878264.006582
  nChanged 59
		SP:Iteration 36Q (69736.010000 sec): 3 clusters
  Score: Raw -881216.589943 + Penalty 2939.891318 = -878276.698625
  nChanged 62
		SP:Iteration 37Q (69736.170000 sec): 3 clusters
  Score: Raw -881229.472200 + Penalty 2939.891318 = -878289.580882
  nChanged 61
		SP:Iteration 38Q (69736.380000 sec): 3 clusters
  Score: Raw -881244.830587 + Penalty 2939.891318 = -878304.939270
  nChanged 72
		SP:Iteration 39Q (69736.630000 sec): 3 clusters
  Score: Raw -881261.803912 + Penalty 2939.891318 = -878321.912594
  nChanged 82
		SP:Iteration 40F (69736.850000 sec): 3 clusters
  Score: Raw -881282.861080 + Penalty 2939.891318 = -878342.969762
  nChanged 88
		SP:Iteration 41Q (69737.040000 sec): 3 clusters
  Score: Raw -881312.167589 + Penalty 2939.891318 = -878372.276271
  nChanged 103
		SP:Iteration 42Q (69737.210000 sec): 3 clusters
  Score: Raw -881346.687348 + Penalty 2939.891318 = -878406.796030
  nChanged 112
		SP:Iteration 43Q (69737.450000 sec): 3 clusters
  Score: Raw -881376.903971 + Penalty 2939.891318 = -878437.012653
  nChanged 96
		SP:Iteration 44Q (69737.630000 sec): 3 clusters
  Score: Raw -881404.247058 + Penalty 2939.891318 = -878464.355740
  nChanged 96
		SP:Iteration 45Q (69737.870000 sec): 3 clusters
  Score: Raw -881429.644949 + Penalty 2939.891318 = -878489.753631
  nChanged 89
		SP:Iteration 46Q (69738.050000 sec): 3 clusters
  Score: Raw -881456.035716 + Penalty 2939.891318 = -878516.144398
  nChanged 91
		SP:Iteration 47Q (69738.250000 sec): 3 clusters
  Score: Raw -881484.582515 + Penalty 2939.891318 = -878544.691197
  nChanged 89
		SP:Iteration 48Q (69738.450000 sec): 3 clusters
  Score: Raw -881515.377877 + Penalty 2939.891318 = -878575.486559
  nChanged 102
		SP:Iteration 49Q (69738.620000 sec): 3 clusters
  Score: Raw -881555.370161 + Penalty 2939.891318 = -878615.478843
  nChanged 120
		SP:Iteration 50Q (69738.820000 sec): 3 clusters
  Score: Raw -881603.036015 + Penalty 2939.891318 = -878663.144697
  nChanged 118
		SP:Iteration 51Q (69739.010000 sec): 3 clusters
  Score: Raw -881650.897100 + Penalty 2939.891318 = -878711.005782
  nChanged 103
		SP:Iteration 52Q (69739.210000 sec): 3 clusters
  Score: Raw -881685.156695 + Penalty 2939.891318 = -878745.265377
  nChanged 96
		SP:Iteration 53Q (69739.370000 sec): 3 clusters
  Score: Raw -881718.315987 + Penalty 2939.891318 = -878778.424670
  nChanged 117
		SP:Iteration 54Q (69739.550000 sec): 3 clusters
  Score: Raw -881763.139138 + Penalty 2939.891318 = -878823.247820
  nChanged 92
		SP:Iteration 55Q (69739.700000 sec): 3 clusters
  Score: Raw -881796.364719 + Penalty 2939.891318 = -878856.473401
  nChanged 81
		SP:Iteration 56Q (69739.860000 sec): 3 clusters
  Score: Raw -881825.282779 + Penalty 2939.891318 = -878885.391461
  nChanged 78
		SP:Iteration 57Q (69740.010000 sec): 3 clusters
  Score: Raw -881858.323713 + Penalty 2939.891318 = -878918.432395
  nChanged 80
		SP:Iteration 58Q (69740.230000 sec): 3 clusters
  Score: Raw -881888.860493 + Penalty 2939.891318 = -878948.969175
  nChanged 79
		SP:Iteration 59Q (69740.440000 sec): 3 clusters
  Score: Raw -881928.514933 + Penalty 2939.891318 = -878988.623615
  nChanged 69
		SP:Iteration 60F (69740.630000 sec): 3 clusters
  Score: Raw -881959.476139 + Penalty 2939.891318 = -879019.584821
  nChanged 63
		SP:Iteration 61Q (69740.890000 sec): 3 clusters
  Score: Raw -881988.754978 + Penalty 2939.891318 = -879048.863660
  nChanged 66
		SP:Iteration 62Q (69741.110000 sec): 3 clusters
  Score: Raw -882019.720876 + Penalty 2939.891318 = -879079.829558
  nChanged 59
		SP:Iteration 63Q (69741.280000 sec): 3 clusters
  Score: Raw -882050.381497 + Penalty 2939.891318 = -879110.490179
  nChanged 52
		SP:Iteration 64Q (69741.440000 sec): 3 clusters
  Score: Raw -882074.494942 + Penalty 2939.891318 = -879134.603624
  nChanged 44
		SP:Iteration 65Q (69741.590000 sec): 3 clusters
  Score: Raw -882092.640618 + Penalty 2939.891318 = -879152.749300
  nChanged 29
		SP:Iteration 66Q (69741.830000 sec): 3 clusters
  Score: Raw -882105.416283 + Penalty 2939.891318 = -879165.524965
  nChanged 26
		SP:Iteration 67Q (69742.030000 sec): 3 clusters
  Score: Raw -882114.960100 + Penalty 2939.891318 = -879175.068782
  nChanged 23
		SP:Iteration 68Q (69742.240000 sec): 3 clusters
  Score: Raw -882123.365158 + Penalty 2939.891318 = -879183.473840
  nChanged 18
		SP:Iteration 69Q (69742.480000 sec): 3 clusters
  Score: Raw -882129.630192 + Penalty 2939.891318 = -879189.738874
  nChanged 11
		SP:Iteration 70Q (69742.680000 sec): 3 clusters
  Score: Raw -882133.087708 + Penalty 2939.891318 = -879193.196390
  nChanged 14
		SP:Iteration 71Q (69742.860000 sec): 3 clusters
  Score: Raw -882137.647034 + Penalty 2939.891318 = -879197.755716
  nChanged 14
		SP:Iteration 72Q (69743.030000 sec): 3 clusters
  Score: Raw -882142.715135 + Penalty 2939.891318 = -879202.823817
  nChanged 17
		SP:Iteration 73Q (69743.290000 sec): 3 clusters
  Score: Raw -882149.276712 + Penalty 2939.891318 = -879209.385394
  nChanged 17
		SP:Iteration 74Q (69743.430000 sec): 3 clusters
  Score: Raw -882156.684665 + Penalty 2939.891318 = -879216.793347
  nChanged 16
		SP:Iteration 75Q (69743.690000 sec): 3 clusters
  Score: Raw -882163.557701 + Penalty 2939.891318 = -879223.666383
  nChanged 18
		SP:Iteration 76Q (69743.890000 sec): 3 clusters
  Score: Raw -882173.003563 + Penalty 2939.891318 = -879233.112245
  nChanged 19
		SP:Iteration 77Q (69744.040000 sec): 3 clusters
  Score: Raw -882182.437876 + Penalty 2939.891318 = -879242.546558
  nChanged 13
		SP:Iteration 78Q (69744.260000 sec): 3 clusters
  Score: Raw -882187.739303 + Penalty 2939.891318 = -879247.847985
  nChanged 15
		SP:Iteration 79Q (69744.400000 sec): 3 clusters
  Score: Raw -882193.330671 + Penalty 2939.891318 = -879253.439353
  nChanged 8
		SP:Iteration 80F (69744.580000 sec): 3 clusters
  Score: Raw -882195.548353 + Penalty 2939.891318 = -879255.657035
  nChanged 6
		SP:Iteration 81Q (69744.760000 sec): 3 clusters
  Score: Raw -882197.735310 + Penalty 2939.891318 = -879257.843992
  nChanged 6
		SP:Iteration 82Q (69745.000000 sec): 3 clusters
  Score: Raw -882200.628426 + Penalty 2939.891318 = -879260.737108
  nChanged 8
		SP:Iteration 83Q (69745.190000 sec): 3 clusters
  Score: Raw -882203.237039 + Penalty 2939.891318 = -879263.345722
  nChanged 2
		SP:Iteration 84Q (69745.400000 sec): 3 clusters
  Score: Raw -882203.808682 + Penalty 2939.891318 = -879263.917365
  nChanged 8
		SP:Iteration 85Q (69745.580000 sec): 3 clusters
  Score: Raw -882206.402306 + Penalty 2939.891318 = -879266.510988
  nChanged 9
		SP:Iteration 86Q (69745.820000 sec): 3 clusters
  Score: Raw -882210.151049 + Penalty 2939.891318 = -879270.259731
  nChanged 9
		SP:Iteration 87Q (69746.020000 sec): 3 clusters
  Score: Raw -882213.610884 + Penalty 2939.891318 = -879273.719566
  nChanged 14
		SP:Iteration 88Q (69746.210000 sec): 3 clusters
  Score: Raw -882221.152026 + Penalty 2939.891318 = -879281.260708
  nChanged 15
		SP:Iteration 89Q (69746.390000 sec): 3 clusters
  Score: Raw -882227.920135 + Penalty 2939.891318 = -879288.028817
  nChanged 16
		SP:Iteration 90Q (69746.580000 sec): 3 clusters
  Score: Raw -882234.246353 + Penalty 2939.891318 = -879294.355035
  nChanged 12
		SP:Iteration 91Q (69746.740000 sec): 3 clusters
  Score: Raw -882240.372608 + Penalty 2939.891318 = -879300.481290
  nChanged 17
		SP:Iteration 92Q (69746.900000 sec): 3 clusters
  Score: Raw -882248.816166 + Penalty 2939.891318 = -879308.924848
  nChanged 13
		SP:Iteration 93Q (69747.060000 sec): 3 clusters
  Score: Raw -882258.285723 + Penalty 2939.891318 = -879318.394405
  nChanged 13
		SP:Iteration 94Q (69747.300000 sec): 3 clusters
  Score: Raw -882267.368494 + Penalty 2939.891318 = -879327.477176
  nChanged 13
		SP:Iteration 95Q (69747.510000 sec): 3 clusters
  Score: Raw -882277.882153 + Penalty 2939.891318 = -879337.990835
  nChanged 21
		SP:Iteration 96Q (69747.720000 sec): 3 clusters
  Score: Raw -882294.369954 + Penalty 2939.891318 = -879354.478636
  nChanged 26
		SP:Iteration 97Q (69747.910000 sec): 3 clusters
  Score: Raw -882312.335329 + Penalty 2939.891318 = -879372.444011
  nChanged 19
		SP:Iteration 98Q (69748.080000 sec): 3 clusters
  Score: Raw -882323.908776 + Penalty 2939.891318 = -879384.017458
  nChanged 17
		SP:Iteration 99Q (69748.280000 sec): 3 clusters
  Score: Raw -882332.500638 + Penalty 2939.891318 = -879392.609321
  nChanged 12
		SP:Iteration 100F (69748.460000 sec): 3 clusters
  Score: Raw -882340.336411 + Penalty 2939.891318 = -879400.445093
  nChanged 11
		SP:Iteration 101Q (69748.630000 sec): 3 clusters
  Score: Raw -882345.925418 + Penalty 2939.891318 = -879406.034100
  nChanged 11
		SP:Iteration 102Q (69748.800000 sec): 3 clusters
  Score: Raw -882351.174949 + Penalty 2939.891318 = -879411.283631
  nChanged 10
		SP:Iteration 103Q (69748.980000 sec): 3 clusters
  Score: Raw -882357.152001 + Penalty 2939.891318 = -879417.260683
  nChanged 6
		SP:Iteration 104Q (69749.150000 sec): 3 clusters
  Score: Raw -882360.129708 + Penalty 2939.891318 = -879420.238390
  nChanged 6
		SP:Iteration 105Q (69749.360000 sec): 3 clusters
  Score: Raw -882363.123218 + Penalty 2939.891318 = -879423.231900
  nChanged 5
		SP:Iteration 106Q (69749.620000 sec): 3 clusters
  Score: Raw -882365.586137 + Penalty 2939.891318 = -879425.694819
  nChanged 3
		SP:Iteration 107Q (69749.840000 sec): 3 clusters
  Score: Raw -882366.984534 + Penalty 2939.891318 = -879427.093216
  nChanged 1
		SP:Iteration 108Q (69749.960000 sec): 3 clusters
  Score: Raw -882367.620436 + Penalty 2939.891318 = -879427.729118
  nChanged 2
		SP:Iteration 109Q (69750.160000 sec): 3 clusters
  Score: Raw -882368.354338 + Penalty 2939.891318 = -879428.463020
  nChanged 0
		SP:Iteration 110F (69750.320000 sec): 3 clusters
  Score: Raw -882368.354338 + Penalty 2939.891318 = -879428.463020
  nChanged 0
Iteration 539Q (69927.230000 sec): 75 clusters
  Score: Raw -138130484.630192 + Penalty 169872.908604 = -137960611.721588
  nChanged 4
Iteration 540F (70198.280000 sec): 75 clusters
  Score: Raw -138130484.661654 + Penalty 169872.908604 = -137960611.753049
  nChanged 1
Iteration 541Q (70394.650000 sec): 75 clusters
  Score: Raw -138130484.669817 + Penalty 169872.908604 = -137960611.761213
  nChanged 1
Iteration 542Q (70563.880000 sec): 75 clusters
  Score: Raw -138130484.707915 + Penalty 169872.908604 = -137960611.799311
  nChanged 0
Iteration 543F (70794.830000 sec): 75 clusters
  Score: Raw -138130484.707915 + Penalty 169872.908604 = -137960611.799311
  nChanged 0
Compute initial score before splitting:   Score: Raw -138130484.707915 + Penalty 169872.908604 = -137960611.799311
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 1 (3724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70794.920000 sec): 2 clusters
  Score: Raw -354870.424712 + Penalty 1336.164966 = -353534.259745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70795.130000 sec): 3 clusters
  Score: Raw -353072.118346 + Penalty 2672.329932 = -350399.788414
  nChanged 1471
		SP:Iteration 1F (70795.280000 sec): 3 clusters
  Score: Raw -354005.895161 + Penalty 2672.329932 = -351333.565229
  nChanged 364
		SP:Iteration 2F (70795.460000 sec): 3 clusters
  Score: Raw -354350.205927 + Penalty 2672.329932 = -351677.875995
  nChanged 296
		SP:Iteration 3F (70795.620000 sec): 3 clusters
  Score: Raw -354611.452225 + Penalty 2672.329932 = -351939.122292
  nChanged 230
		SP:Iteration 4F (70795.800000 sec): 3 clusters
  Score: Raw -354816.642646 + Penalty 2672.329932 = -352144.312713
  nChanged 184
		SP:Iteration 5Q (70795.970000 sec): 3 clusters
  Score: Raw -354959.255196 + Penalty 2672.329932 = -352286.925263
  nChanged 163
		SP:Iteration 6Q (70796.210000 sec): 3 clusters
  Score: Raw -355048.498130 + Penalty 2672.329932 = -352376.168198
  nChanged 99
		SP:Iteration 7Q (70796.340000 sec): 3 clusters
  Score: Raw -355103.434261 + Penalty 2672.329932 = -352431.104329
  nChanged 70
		SP:Iteration 8Q (70796.570000 sec): 3 clusters
  Score: Raw -355144.232869 + Penalty 2672.329932 = -352471.902936
  nChanged 67
		SP:Iteration 9Q (70796.740000 sec): 3 clusters
  Score: Raw -355173.508203 + Penalty 2672.329932 = -352501.178271
  nChanged 50
		SP:Iteration 10Q (70796.920000 sec): 3 clusters
  Score: Raw -355193.767989 + Penalty 2672.329932 = -352521.438057
  nChanged 39
		SP:Iteration 11Q (70797.080000 sec): 3 clusters
  Score: Raw -355209.935702 + Penalty 2672.329932 = -352537.605769
  nChanged 27
		SP:Iteration 12Q (70797.260000 sec): 3 clusters
  Score: Raw -355220.081579 + Penalty 2672.329932 = -352547.751646
  nChanged 20
		SP:Iteration 13Q (70797.420000 sec): 3 clusters
  Score: Raw -355231.458949 + Penalty 2672.329932 = -352559.129016
  nChanged 25
		SP:Iteration 14Q (70797.580000 sec): 3 clusters
  Score: Raw -355247.401066 + Penalty 2672.329932 = -352575.071133
  nChanged 28
		SP:Iteration 15Q (70797.790000 sec): 3 clusters
  Score: Raw -355257.135453 + Penalty 2672.329932 = -352584.805520
  nChanged 30
		SP:Iteration 16Q (70797.960000 sec): 3 clusters
  Score: Raw -355272.393262 + Penalty 2672.329932 = -352600.063330
  nChanged 23
		SP:Iteration 17Q (70798.130000 sec): 3 clusters
  Score: Raw -355283.983859 + Penalty 2672.329932 = -352611.653926
  nChanged 31
		SP:Iteration 18Q (70798.320000 sec): 3 clusters
  Score: Raw -355300.598337 + Penalty 2672.329932 = -352628.268404
  nChanged 37
		SP:Iteration 19Q (70798.480000 sec): 3 clusters
  Score: Raw -355313.346640 + Penalty 2672.329932 = -352641.016708
  nChanged 29
		SP:Iteration 20F (70798.690000 sec): 3 clusters
  Score: Raw -355326.934017 + Penalty 2672.329932 = -352654.604085
  nChanged 27
		SP:Iteration 21Q (70798.880000 sec): 3 clusters
  Score: Raw -355339.258725 + Penalty 2672.329932 = -352666.928792
  nChanged 21
		SP:Iteration 22Q (70799.070000 sec): 3 clusters
  Score: Raw -355346.576918 + Penalty 2672.329932 = -352674.246985
  nChanged 15
		SP:Iteration 23Q (70799.220000 sec): 3 clusters
  Score: Raw -355352.027473 + Penalty 2672.329932 = -352679.697540
  nChanged 17
		SP:Iteration 24Q (70799.400000 sec): 3 clusters
  Score: Raw -355357.347151 + Penalty 2672.329932 = -352685.017219
  nChanged 12
		SP:Iteration 25Q (70799.580000 sec): 3 clusters
  Score: Raw -355360.587155 + Penalty 2672.329932 = -352688.257223
  nChanged 11
		SP:Iteration 26Q (70799.770000 sec): 3 clusters
  Score: Raw -355363.994740 + Penalty 2672.329932 = -352691.664807
  nChanged 9
		SP:Iteration 27Q (70799.900000 sec): 3 clusters
  Score: Raw -355366.668935 + Penalty 2672.329932 = -352694.339003
  nChanged 12
		SP:Iteration 28Q (70800.010000 sec): 3 clusters
  Score: Raw -355369.636027 + Penalty 2672.329932 = -352697.306095
  nChanged 14
		SP:Iteration 29Q (70800.150000 sec): 3 clusters
  Score: Raw -355373.199547 + Penalty 2672.329932 = -352700.869615
  nChanged 14
		SP:Iteration 30Q (70800.290000 sec): 3 clusters
  Score: Raw -355376.426094 + Penalty 2672.329932 = -352704.096161
  nChanged 19
		SP:Iteration 31Q (70800.420000 sec): 3 clusters
  Score: Raw -355383.018907 + Penalty 2672.329932 = -352710.688975
  nChanged 25
		SP:Iteration 32Q (70800.570000 sec): 3 clusters
  Score: Raw -355390.710412 + Penalty 2672.329932 = -352718.380480
  nChanged 13
		SP:Iteration 33Q (70800.740000 sec): 3 clusters
  Score: Raw -355394.566684 + Penalty 2672.329932 = -352722.236751
  nChanged 19
		SP:Iteration 34Q (70800.920000 sec): 3 clusters
  Score: Raw -355399.387391 + Penalty 2672.329932 = -352727.057459
  nChanged 11
		SP:Iteration 35Q (70801.050000 sec): 3 clusters
  Score: Raw -355401.709944 + Penalty 2672.329932 = -352729.380012
  nChanged 14
		SP:Iteration 36Q (70801.180000 sec): 3 clusters
  Score: Raw -355405.440476 + Penalty 2672.329932 = -352733.110544
  nChanged 14
		SP:Iteration 37Q (70801.360000 sec): 3 clusters
  Score: Raw -355408.281592 + Penalty 2672.329932 = -352735.951659
  nChanged 14
		SP:Iteration 38Q (70801.500000 sec): 3 clusters
  Score: Raw -355411.194466 + Penalty 2672.329932 = -352738.864534
  nChanged 12
		SP:Iteration 39Q (70801.640000 sec): 3 clusters
  Score: Raw -355413.913036 + Penalty 2672.329932 = -352741.583103
  nChanged 12
		SP:Iteration 40F (70801.780000 sec): 3 clusters
  Score: Raw -355417.494839 + Penalty 2672.329932 = -352745.164906
  nChanged 14
		SP:Iteration 41Q (70801.920000 sec): 3 clusters
  Score: Raw -355422.677257 + Penalty 2672.329932 = -352750.347325
  nChanged 17
		SP:Iteration 42Q (70802.050000 sec): 3 clusters
  Score: Raw -355427.321644 + Penalty 2672.329932 = -352754.991712
  nChanged 19
		SP:Iteration 43Q (70802.230000 sec): 3 clusters
  Score: Raw -355434.410900 + Penalty 2672.329932 = -352762.080968
  nChanged 22
		SP:Iteration 44Q (70802.410000 sec): 3 clusters
  Score: Raw -355443.318502 + Penalty 2672.329932 = -352770.988570
  nChanged 20
		SP:Iteration 45Q (70802.570000 sec): 3 clusters
  Score: Raw -355451.868410 + Penalty 2672.329932 = -352779.538477
  nChanged 25
		SP:Iteration 46Q (70802.700000 sec): 3 clusters
  Score: Raw -355461.338088 + Penalty 2672.329932 = -352789.008156
  nChanged 30
		SP:Iteration 47Q (70802.860000 sec): 3 clusters
  Score: Raw -355474.412731 + Penalty 2672.329932 = -352802.082798
  nChanged 27
		SP:Iteration 48Q (70803.020000 sec): 3 clusters
  Score: Raw -355485.982457 + Penalty 2672.329932 = -352813.652525
  nChanged 26
		SP:Iteration 49Q (70803.160000 sec): 3 clusters
  Score: Raw -355497.136758 + Penalty 2672.329932 = -352824.806826
  nChanged 21
		SP:Iteration 50Q (70803.280000 sec): 3 clusters
  Score: Raw -355506.218655 + Penalty 2672.329932 = -352833.888723
  nChanged 23
		SP:Iteration 51Q (70803.440000 sec): 3 clusters
  Score: Raw -355515.856874 + Penalty 2672.329932 = -352843.526941
  nChanged 24
		SP:Iteration 52Q (70803.660000 sec): 3 clusters
  Score: Raw -355523.033244 + Penalty 2672.329932 = -352850.703311
  nChanged 14
		SP:Iteration 53Q (70803.820000 sec): 3 clusters
  Score: Raw -355526.359684 + Penalty 2672.329932 = -352854.029752
  nChanged 8
		SP:Iteration 54Q (70804.010000 sec): 3 clusters
  Score: Raw -355528.201701 + Penalty 2672.329932 = -352855.871769
  nChanged 3
		SP:Iteration 55Q (70804.180000 sec): 3 clusters
  Score: Raw -355528.736234 + Penalty 2672.329932 = -352856.406301
  nChanged 0
		SP:Iteration 56F (70804.360000 sec): 3 clusters
  Score: Raw -355528.736234 + Penalty 2672.329932 = -352856.406301
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 2 (85555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70804.880000 sec): 2 clusters
  Score: Raw -9126686.710259 + Penalty 1845.498642 = -9124841.211616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70805.490000 sec): 3 clusters
  Score: Raw -9071281.623910 + Penalty 3690.997285 = -9067590.626625
  nChanged 40817
		SP:Iteration 1F (70806.040000 sec): 3 clusters
  Score: Raw -9094859.770194 + Penalty 3690.997285 = -9091168.772910
  nChanged 3157
		SP:Iteration 2Q (70806.640000 sec): 3 clusters
  Score: Raw -9095763.317806 + Penalty 3690.997285 = -9092072.320521
  nChanged 3651
		SP:Iteration 3Q (70807.320000 sec): 3 clusters
  Score: Raw -9097085.282676 + Penalty 3690.997285 = -9093394.285391
  nChanged 4439
		SP:Iteration 4F (70807.990000 sec): 3 clusters
  Score: Raw -9099049.561540 + Penalty 3690.997285 = -9095358.564256
  nChanged 5223
		SP:Iteration 5F (70808.620000 sec): 3 clusters
  Score: Raw -9101802.233358 + Penalty 3690.997285 = -9098111.236073
  nChanged 5797
		SP:Iteration 6F (70809.230000 sec): 3 clusters
  Score: Raw -9105209.026424 + Penalty 3690.997285 = -9101518.029139
  nChanged 5737
		SP:Iteration 7F (70809.840000 sec): 3 clusters
  Score: Raw -9108830.103167 + Penalty 3690.997285 = -9105139.105882
  nChanged 5446
		SP:Iteration 8F (70810.480000 sec): 3 clusters
  Score: Raw -9112633.335082 + Penalty 3690.997285 = -9108942.337797
  nChanged 5031
		SP:Iteration 9F (70811.100000 sec): 3 clusters
  Score: Raw -9116635.690879 + Penalty 3690.997285 = -9112944.693594
  nChanged 4386
		SP:Iteration 10F (70811.690000 sec): 3 clusters
  Score: Raw -9120408.397103 + Penalty 3690.997285 = -9116717.399818
  nChanged 3438
		SP:Iteration 11Q (70812.330000 sec): 3 clusters
  Score: Raw -9123394.722527 + Penalty 3690.997285 = -9119703.725242
  nChanged 2139
		SP:Iteration 12Q (70812.990000 sec): 3 clusters
  Score: Raw -9125133.186553 + Penalty 3690.997285 = -9121442.189268
  nChanged 1238
		SP:Iteration 13Q (70813.600000 sec): 3 clusters
  Score: Raw -9126058.886783 + Penalty 3690.997285 = -9122367.889498
  nChanged 626
		SP:Iteration 14Q (70814.230000 sec): 3 clusters
  Score: Raw -9126506.421996 + Penalty 3690.997285 = -9122815.424711
  nChanged 293
		SP:Iteration 15Q (70814.880000 sec): 3 clusters
  Score: Raw -9126705.597653 + Penalty 3690.997285 = -9123014.600368
  nChanged 162
		SP:Iteration 16Q (70815.490000 sec): 3 clusters
  Score: Raw -9126815.792740 + Penalty 3690.997285 = -9123124.795455
  nChanged 87
		SP:Iteration 17Q (70816.120000 sec): 3 clusters
  Score: Raw -9126877.346702 + Penalty 3690.997285 = -9123186.349417
  nChanged 64
		SP:Iteration 18Q (70816.770000 sec): 3 clusters
  Score: Raw -9126917.961664 + Penalty 3690.997285 = -9123226.964379
  nChanged 40
		SP:Iteration 19Q (70817.390000 sec): 3 clusters
  Score: Raw -9126944.296061 + Penalty 3690.997285 = -9123253.298776
  nChanged 27
		SP:Iteration 20F (70817.980000 sec): 3 clusters
  Score: Raw -9126960.854886 + Penalty 3690.997285 = -9123269.857601
  nChanged 24
		SP:Iteration 21Q (70818.510000 sec): 3 clusters
  Score: Raw -9126976.020760 + Penalty 3690.997285 = -9123285.023475
  nChanged 17
		SP:Iteration 22Q (70819.070000 sec): 3 clusters
  Score: Raw -9126986.463798 + Penalty 3690.997285 = -9123295.466513
  nChanged 11
		SP:Iteration 23Q (70819.680000 sec): 3 clusters
  Score: Raw -9126992.585302 + Penalty 3690.997285 = -9123301.588017
  nChanged 10
		SP:Iteration 24Q (70820.260000 sec): 3 clusters
  Score: Raw -9126999.491470 + Penalty 3690.997285 = -9123308.494186
  nChanged 11
		SP:Iteration 25Q (70820.840000 sec): 3 clusters
  Score: Raw -9127006.954429 + Penalty 3690.997285 = -9123315.957144
  nChanged 14
		SP:Iteration 26Q (70821.400000 sec): 3 clusters
  Score: Raw -9127016.190766 + Penalty 3690.997285 = -9123325.193481
  nChanged 11
		SP:Iteration 27Q (70821.960000 sec): 3 clusters
  Score: Raw -9127022.595824 + Penalty 3690.997285 = -9123331.598539
  nChanged 8
		SP:Iteration 28Q (70822.500000 sec): 3 clusters
  Score: Raw -9127027.322164 + Penalty 3690.997285 = -9123336.324879
  nChanged 4
		SP:Iteration 29Q (70823.070000 sec): 3 clusters
  Score: Raw -9127028.964251 + Penalty 3690.997285 = -9123337.966966
  nChanged 3
		SP:Iteration 30Q (70823.660000 sec): 3 clusters
  Score: Raw -9127031.417896 + Penalty 3690.997285 = -9123340.420611
  nChanged 3
		SP:Iteration 31Q (70824.230000 sec): 3 clusters
  Score: Raw -9127032.629282 + Penalty 3690.997285 = -9123341.631997
  nChanged 4
		SP:Iteration 32Q (70824.760000 sec): 3 clusters
  Score: Raw -9127035.382306 + Penalty 3690.997285 = -9123344.385021
  nChanged 5
		SP:Iteration 33Q (70825.270000 sec): 3 clusters
  Score: Raw -9127039.131871 + Penalty 3690.997285 = -9123348.134586
  nChanged 4
		SP:Iteration 34Q (70825.810000 sec): 3 clusters
  Score: Raw -9127040.686789 + Penalty 3690.997285 = -9123349.689504
  nChanged 2
		SP:Iteration 35Q (70826.360000 sec): 3 clusters
  Score: Raw -9127041.091071 + Penalty 3690.997285 = -9123350.093786
  nChanged 1
		SP:Iteration 36Q (70826.920000 sec): 3 clusters
  Score: Raw -9127041.293095 + Penalty 3690.997285 = -9123350.295810
  nChanged 0
		SP:Iteration 37F (70827.500000 sec): 3 clusters
  Score: Raw -9127041.293095 + Penalty 3690.997285 = -9123350.295810
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 3 (24725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70827.700000 sec): 2 clusters
  Score: Raw -2642418.242894 + Penalty 1643.780150 = -2640774.462744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70827.990000 sec): 3 clusters
  Score: Raw -2627360.257505 + Penalty 3287.560301 = -2624072.697204
  nChanged 11388
		SP:Iteration 1F (70828.310000 sec): 3 clusters
  Score: Raw -2633577.982263 + Penalty 3287.560301 = -2630290.421962
  nChanged 1131
		SP:Iteration 2Q (70828.630000 sec): 3 clusters
  Score: Raw -2633936.989321 + Penalty 3287.560301 = -2630649.429020
  nChanged 1059
		SP:Iteration 3Q (70828.870000 sec): 3 clusters
  Score: Raw -2634292.729780 + Penalty 3287.560301 = -2631005.169479
  nChanged 1147
		SP:Iteration 4Q (70829.170000 sec): 3 clusters
  Score: Raw -2634765.672395 + Penalty 3287.560301 = -2631478.112094
  nChanged 1375
		SP:Iteration 5F (70829.400000 sec): 3 clusters
  Score: Raw -2635471.156250 + Penalty 3287.560301 = -2632183.595949
  nChanged 1514
		SP:Iteration 6F (70829.700000 sec): 3 clusters
  Score: Raw -2636390.891650 + Penalty 3287.560301 = -2633103.331349
  nChanged 1668
		SP:Iteration 7F (70829.980000 sec): 3 clusters
  Score: Raw -2637585.951293 + Penalty 3287.560301 = -2634298.390993
  nChanged 1677
		SP:Iteration 8F (70830.240000 sec): 3 clusters
  Score: Raw -2638844.687591 + Penalty 3287.560301 = -2635557.127290
  nChanged 1408
		SP:Iteration 9F (70830.510000 sec): 3 clusters
  Score: Raw -2639955.731895 + Penalty 3287.560301 = -2636668.171594
  nChanged 1141
		SP:Iteration 10Q (70830.870000 sec): 3 clusters
  Score: Raw -2640876.109725 + Penalty 3287.560301 = -2637588.549424
  nChanged 817
		SP:Iteration 11Q (70831.190000 sec): 3 clusters
  Score: Raw -2641490.045161 + Penalty 3287.560301 = -2638202.484860
  nChanged 511
		SP:Iteration 12Q (70831.500000 sec): 3 clusters
  Score: Raw -2641878.181928 + Penalty 3287.560301 = -2638590.621627
  nChanged 367
		SP:Iteration 13Q (70831.800000 sec): 3 clusters
  Score: Raw -2642149.932474 + Penalty 3287.560301 = -2638862.372173
  nChanged 247
		SP:Iteration 14Q (70832.110000 sec): 3 clusters
  Score: Raw -2642334.847651 + Penalty 3287.560301 = -2639047.287350
  nChanged 146
		SP:Iteration 15Q (70832.350000 sec): 3 clusters
  Score: Raw -2642429.422220 + Penalty 3287.560301 = -2639141.861919
  nChanged 83
		SP:Iteration 16Q (70832.650000 sec): 3 clusters
  Score: Raw -2642491.935338 + Penalty 3287.560301 = -2639204.375037
  nChanged 59
		SP:Iteration 17Q (70832.870000 sec): 3 clusters
  Score: Raw -2642536.281222 + Penalty 3287.560301 = -2639248.720921
  nChanged 46
		SP:Iteration 18Q (70833.130000 sec): 3 clusters
  Score: Raw -2642573.211915 + Penalty 3287.560301 = -2639285.651614
  nChanged 32
		SP:Iteration 19Q (70833.410000 sec): 3 clusters
  Score: Raw -2642595.085189 + Penalty 3287.560301 = -2639307.524888
  nChanged 16
		SP:Iteration 20F (70833.640000 sec): 3 clusters
  Score: Raw -2642607.194596 + Penalty 3287.560301 = -2639319.634295
  nChanged 19
		SP:Iteration 21Q (70833.900000 sec): 3 clusters
  Score: Raw -2642621.256571 + Penalty 3287.560301 = -2639333.696270
  nChanged 18
		SP:Iteration 22Q (70834.160000 sec): 3 clusters
  Score: Raw -2642633.488037 + Penalty 3287.560301 = -2639345.927736
  nChanged 15
		SP:Iteration 23Q (70834.460000 sec): 3 clusters
  Score: Raw -2642647.099244 + Penalty 3287.560301 = -2639359.538943
  nChanged 14
		SP:Iteration 24Q (70834.760000 sec): 3 clusters
  Score: Raw -2642660.964989 + Penalty 3287.560301 = -2639373.404688
  nChanged 13
		SP:Iteration 25Q (70834.990000 sec): 3 clusters
  Score: Raw -2642673.981332 + Penalty 3287.560301 = -2639386.421031
  nChanged 9
		SP:Iteration 26Q (70835.270000 sec): 3 clusters
  Score: Raw -2642681.054921 + Penalty 3287.560301 = -2639393.494620
  nChanged 7
		SP:Iteration 27Q (70835.560000 sec): 3 clusters
  Score: Raw -2642687.439017 + Penalty 3287.560301 = -2639399.878717
  nChanged 6
		SP:Iteration 28Q (70835.820000 sec): 3 clusters
  Score: Raw -2642691.809255 + Penalty 3287.560301 = -2639404.248954
  nChanged 7
		SP:Iteration 29Q (70836.100000 sec): 3 clusters
  Score: Raw -2642697.448656 + Penalty 3287.560301 = -2639409.888355
  nChanged 4
		SP:Iteration 30Q (70836.390000 sec): 3 clusters
  Score: Raw -2642700.492118 + Penalty 3287.560301 = -2639412.931817
  nChanged 2
		SP:Iteration 31Q (70836.710000 sec): 3 clusters
  Score: Raw -2642702.399791 + Penalty 3287.560301 = -2639414.839490
  nChanged 4
		SP:Iteration 32Q (70837.020000 sec): 3 clusters
  Score: Raw -2642704.274684 + Penalty 3287.560301 = -2639416.714384
  nChanged 0
		SP:Iteration 33F (70837.310000 sec): 3 clusters
  Score: Raw -2642704.274684 + Penalty 3287.560301 = -2639416.714384
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 4 (1604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70837.410000 sec): 2 clusters
  Score: Raw -163070.414393 + Penalty 1199.291566 = -161871.122827
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70837.540000 sec): 3 clusters
  Score: Raw -162427.952049 + Penalty 2398.583131 = -160029.368918
  nChanged 544
		SP:Iteration 1F (70837.740000 sec): 3 clusters
  Score: Raw -162821.072035 + Penalty 2398.583131 = -160422.488904
  nChanged 130
		SP:Iteration 2F (70837.880000 sec): 3 clusters
  Score: Raw -162946.403462 + Penalty 2398.583131 = -160547.820331
  nChanged 68
		SP:Iteration 3Q (70838.010000 sec): 3 clusters
  Score: Raw -163008.791495 + Penalty 2398.583131 = -160610.208363
  nChanged 58
		SP:Iteration 4Q (70838.180000 sec): 3 clusters
  Score: Raw -163057.616334 + Penalty 2398.583131 = -160659.033202
  nChanged 42
		SP:Iteration 5Q (70838.330000 sec): 3 clusters
  Score: Raw -163092.831659 + Penalty 2398.583131 = -160694.248528
  nChanged 33
		SP:Iteration 6Q (70838.500000 sec): 3 clusters
  Score: Raw -163117.717255 + Penalty 2398.583131 = -160719.134124
  nChanged 25
		SP:Iteration 7Q (70838.670000 sec): 3 clusters
  Score: Raw -163135.692452 + Penalty 2398.583131 = -160737.109321
  nChanged 21
		SP:Iteration 8Q (70838.810000 sec): 3 clusters
  Score: Raw -163151.582553 + Penalty 2398.583131 = -160752.999422
  nChanged 17
		SP:Iteration 9Q (70838.930000 sec): 3 clusters
  Score: Raw -163161.016866 + Penalty 2398.583131 = -160762.433735
  nChanged 7
		SP:Iteration 10Q (70839.060000 sec): 3 clusters
  Score: Raw -163166.585353 + Penalty 2398.583131 = -160768.002221
  nChanged 9
		SP:Iteration 11Q (70839.240000 sec): 3 clusters
  Score: Raw -163174.254602 + Penalty 2398.583131 = -160775.671470
  nChanged 9
		SP:Iteration 12Q (70839.410000 sec): 3 clusters
  Score: Raw -163177.870996 + Penalty 2398.583131 = -160779.287864
  nChanged 9
		SP:Iteration 13Q (70839.560000 sec): 3 clusters
  Score: Raw -163182.984037 + Penalty 2398.583131 = -160784.400905
  nChanged 7
		SP:Iteration 14Q (70839.760000 sec): 3 clusters
  Score: Raw -163185.776929 + Penalty 2398.583131 = -160787.193797
  nChanged 4
		SP:Iteration 15Q (70839.920000 sec): 3 clusters
  Score: Raw -163188.184557 + Penalty 2398.583131 = -160789.601426
  nChanged 4
		SP:Iteration 16Q (70840.110000 sec): 3 clusters
  Score: Raw -163190.170406 + Penalty 2398.583131 = -160791.587275
  nChanged 5
		SP:Iteration 17Q (70840.330000 sec): 3 clusters
  Score: Raw -163193.078866 + Penalty 2398.583131 = -160794.495734
  nChanged 3
		SP:Iteration 18Q (70840.500000 sec): 3 clusters
  Score: Raw -163195.164976 + Penalty 2398.583131 = -160796.581845
  nChanged 3
		SP:Iteration 19Q (70840.670000 sec): 3 clusters
  Score: Raw -163196.691750 + Penalty 2398.583131 = -160798.108619
  nChanged 5
		SP:Iteration 20F (70840.860000 sec): 3 clusters
  Score: Raw -163198.852032 + Penalty 2398.583131 = -160800.268901
  nChanged 3
		SP:Iteration 21Q (70841.040000 sec): 3 clusters
  Score: Raw -163200.598860 + Penalty 2398.583131 = -160802.015729
  nChanged 4
		SP:Iteration 22Q (70841.200000 sec): 3 clusters
  Score: Raw -163202.769702 + Penalty 2398.583131 = -160804.186570
  nChanged 2
		SP:Iteration 23Q (70841.390000 sec): 3 clusters
  Score: Raw -163203.337096 + Penalty 2398.583131 = -160804.753964
  nChanged 1
		SP:Iteration 24Q (70841.540000 sec): 3 clusters
  Score: Raw -163203.688073 + Penalty 2398.583131 = -160805.104942
  nChanged 1
		SP:Iteration 25Q (70841.730000 sec): 3 clusters
  Score: Raw -163205.305336 + Penalty 2398.583131 = -160806.722204
  nChanged 1
		SP:Iteration 26Q (70841.940000 sec): 3 clusters
  Score: Raw -163206.303093 + Penalty 2398.583131 = -160807.719961
  nChanged 3
		SP:Iteration 27Q (70842.090000 sec): 3 clusters
  Score: Raw -163208.135717 + Penalty 2398.583131 = -160809.552585
  nChanged 2
		SP:Iteration 28Q (70842.280000 sec): 3 clusters
  Score: Raw -163208.914913 + Penalty 2398.583131 = -160810.331781
  nChanged 2
		SP:Iteration 29Q (70842.430000 sec): 3 clusters
  Score: Raw -163209.767533 + Penalty 2398.583131 = -160811.184401
  nChanged 3
		SP:Iteration 30Q (70842.590000 sec): 3 clusters
  Score: Raw -163211.209417 + Penalty 2398.583131 = -160812.626286
  nChanged 2
		SP:Iteration 31Q (70842.760000 sec): 3 clusters
  Score: Raw -163212.276635 + Penalty 2398.583131 = -160813.693504
  nChanged 1
		SP:Iteration 32Q (70842.940000 sec): 3 clusters
  Score: Raw -163212.943684 + Penalty 2398.583131 = -160814.360553
  nChanged 1
		SP:Iteration 33Q (70843.090000 sec): 3 clusters
  Score: Raw -163213.147395 + Penalty 2398.583131 = -160814.564264
  nChanged 1
		SP:Iteration 34Q (70843.220000 sec): 3 clusters
  Score: Raw -163213.297476 + Penalty 2398.583131 = -160814.714345
  nChanged 0
		SP:Iteration 35F (70843.370000 sec): 3 clusters
  Score: Raw -163213.297476 + Penalty 2398.583131 = -160814.714345
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 5 (15038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70843.540000 sec): 2 clusters
  Score: Raw -1526409.720834 + Penalty 1562.979537 = -1524846.741298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70843.790000 sec): 3 clusters
  Score: Raw -1517551.310346 + Penalty 3125.959073 = -1514425.351273
  nChanged 6662
		SP:Iteration 1F (70844.020000 sec): 3 clusters
  Score: Raw -1521083.851814 + Penalty 3125.959073 = -1517957.892741
  nChanged 758
		SP:Iteration 2F (70844.270000 sec): 3 clusters
  Score: Raw -1521317.930447 + Penalty 3125.959073 = -1518191.971374
  nChanged 628
		SP:Iteration 3Q (70844.520000 sec): 3 clusters
  Score: Raw -1521524.627891 + Penalty 3125.959073 = -1518398.668817
  nChanged 579
		SP:Iteration 4Q (70844.780000 sec): 3 clusters
  Score: Raw -1521709.090463 + Penalty 3125.959073 = -1518583.131390
  nChanged 536
		SP:Iteration 5Q (70845.030000 sec): 3 clusters
  Score: Raw -1521894.115625 + Penalty 3125.959073 = -1518768.156552
  nChanged 524
		SP:Iteration 6Q (70845.280000 sec): 3 clusters
  Score: Raw -1522092.906341 + Penalty 3125.959073 = -1518966.947268
  nChanged 524
		SP:Iteration 7Q (70845.530000 sec): 3 clusters
  Score: Raw -1522332.824325 + Penalty 3125.959073 = -1519206.865252
  nChanged 587
		SP:Iteration 8Q (70845.780000 sec): 3 clusters
  Score: Raw -1522633.547271 + Penalty 3125.959073 = -1519507.588198
  nChanged 665
		SP:Iteration 9Q (70846.030000 sec): 3 clusters
  Score: Raw -1523076.334604 + Penalty 3125.959073 = -1519950.375530
  nChanged 801
		SP:Iteration 10F (70846.300000 sec): 3 clusters
  Score: Raw -1523680.571996 + Penalty 3125.959073 = -1520554.612923
  nChanged 842
		SP:Iteration 11F (70846.560000 sec): 3 clusters
  Score: Raw -1524341.205039 + Penalty 3125.959073 = -1521215.245966
  nChanged 813
		SP:Iteration 12F (70846.800000 sec): 3 clusters
  Score: Raw -1524898.099207 + Penalty 3125.959073 = -1521772.140134
  nChanged 645
		SP:Iteration 13Q (70847.050000 sec): 3 clusters
  Score: Raw -1525262.046347 + Penalty 3125.959073 = -1522136.087273
  nChanged 482
		SP:Iteration 14Q (70847.320000 sec): 3 clusters
  Score: Raw -1525518.500425 + Penalty 3125.959073 = -1522392.541351
  nChanged 386
		SP:Iteration 15Q (70847.600000 sec): 3 clusters
  Score: Raw -1525716.344036 + Penalty 3125.959073 = -1522590.384963
  nChanged 347
		SP:Iteration 16Q (70847.870000 sec): 3 clusters
  Score: Raw -1525931.920991 + Penalty 3125.959073 = -1522805.961918
  nChanged 340
		SP:Iteration 17Q (70848.140000 sec): 3 clusters
  Score: Raw -1526152.144716 + Penalty 3125.959073 = -1523026.185642
  nChanged 338
		SP:Iteration 18Q (70848.410000 sec): 3 clusters
  Score: Raw -1526370.709606 + Penalty 3125.959073 = -1523244.750532
  nChanged 307
		SP:Iteration 19Q (70848.720000 sec): 3 clusters
  Score: Raw -1526578.055903 + Penalty 3125.959073 = -1523452.096830
  nChanged 256
		SP:Iteration 20F (70848.930000 sec): 3 clusters
  Score: Raw -1526720.507614 + Penalty 3125.959073 = -1523594.548541
  nChanged 212
		SP:Iteration 21Q (70849.180000 sec): 3 clusters
  Score: Raw -1526809.036031 + Penalty 3125.959073 = -1523683.076958
  nChanged 162
		SP:Iteration 22Q (70849.440000 sec): 3 clusters
  Score: Raw -1526872.723546 + Penalty 3125.959073 = -1523746.764472
  nChanged 138
		SP:Iteration 23Q (70849.690000 sec): 3 clusters
  Score: Raw -1526920.081371 + Penalty 3125.959073 = -1523794.122298
  nChanged 108
		SP:Iteration 24Q (70849.950000 sec): 3 clusters
  Score: Raw -1526948.165303 + Penalty 3125.959073 = -1523822.206229
  nChanged 81
		SP:Iteration 25Q (70850.240000 sec): 3 clusters
  Score: Raw -1526967.105765 + Penalty 3125.959073 = -1523841.146692
  nChanged 63
		SP:Iteration 26Q (70850.460000 sec): 3 clusters
  Score: Raw -1526983.875451 + Penalty 3125.959073 = -1523857.916378
  nChanged 68
		SP:Iteration 27Q (70850.760000 sec): 3 clusters
  Score: Raw -1526998.403328 + Penalty 3125.959073 = -1523872.444254
  nChanged 58
		SP:Iteration 28Q (70851.000000 sec): 3 clusters
  Score: Raw -1527011.851017 + Penalty 3125.959073 = -1523885.891943
  nChanged 56
		SP:Iteration 29Q (70851.240000 sec): 3 clusters
  Score: Raw -1527023.795009 + Penalty 3125.959073 = -1523897.835936
  nChanged 46
		SP:Iteration 30Q (70851.490000 sec): 3 clusters
  Score: Raw -1527033.311282 + Penalty 3125.959073 = -1523907.352209
  nChanged 35
		SP:Iteration 31Q (70851.740000 sec): 3 clusters
  Score: Raw -1527038.416699 + Penalty 3125.959073 = -1523912.457626
  nChanged 36
		SP:Iteration 32Q (70852.010000 sec): 3 clusters
  Score: Raw -1527043.805186 + Penalty 3125.959073 = -1523917.846112
  nChanged 32
		SP:Iteration 33Q (70852.240000 sec): 3 clusters
  Score: Raw -1527048.037792 + Penalty 3125.959073 = -1523922.078719
  nChanged 26
		SP:Iteration 34Q (70852.490000 sec): 3 clusters
  Score: Raw -1527052.340931 + Penalty 3125.959073 = -1523926.381858
  nChanged 28
		SP:Iteration 35Q (70852.760000 sec): 3 clusters
  Score: Raw -1527056.641291 + Penalty 3125.959073 = -1523930.682217
  nChanged 22
		SP:Iteration 36Q (70853.010000 sec): 3 clusters
  Score: Raw -1527059.925279 + Penalty 3125.959073 = -1523933.966206
  nChanged 24
		SP:Iteration 37Q (70853.230000 sec): 3 clusters
  Score: Raw -1527062.690908 + Penalty 3125.959073 = -1523936.731835
  nChanged 18
		SP:Iteration 38Q (70853.490000 sec): 3 clusters
  Score: Raw -1527064.678167 + Penalty 3125.959073 = -1523938.719093
  nChanged 16
		SP:Iteration 39Q (70853.780000 sec): 3 clusters
  Score: Raw -1527066.477171 + Penalty 3125.959073 = -1523940.518097
  nChanged 14
		SP:Iteration 40F (70854.010000 sec): 3 clusters
  Score: Raw -1527068.014133 + Penalty 3125.959073 = -1523942.055060
  nChanged 12
		SP:Iteration 41Q (70854.270000 sec): 3 clusters
  Score: Raw -1527069.722872 + Penalty 3125.959073 = -1523943.763798
  nChanged 9
		SP:Iteration 42Q (70854.600000 sec): 3 clusters
  Score: Raw -1527071.380619 + Penalty 3125.959073 = -1523945.421546
  nChanged 15
		SP:Iteration 43Q (70854.840000 sec): 3 clusters
  Score: Raw -1527073.750031 + Penalty 3125.959073 = -1523947.790958
  nChanged 16
		SP:Iteration 44Q (70855.110000 sec): 3 clusters
  Score: Raw -1527075.541527 + Penalty 3125.959073 = -1523949.582453
  nChanged 12
		SP:Iteration 45Q (70855.430000 sec): 3 clusters
  Score: Raw -1527076.603021 + Penalty 3125.959073 = -1523950.643947
  nChanged 6
		SP:Iteration 46Q (70855.670000 sec): 3 clusters
  Score: Raw -1527077.188451 + Penalty 3125.959073 = -1523951.229378
  nChanged 6
		SP:Iteration 47Q (70855.960000 sec): 3 clusters
  Score: Raw -1527078.059412 + Penalty 3125.959073 = -1523952.100339
  nChanged 5
		SP:Iteration 48Q (70856.230000 sec): 3 clusters
  Score: Raw -1527078.594321 + Penalty 3125.959073 = -1523952.635248
  nChanged 5
		SP:Iteration 49Q (70856.490000 sec): 3 clusters
  Score: Raw -1527079.145732 + Penalty 3125.959073 = -1523953.186659
  nChanged 5
		SP:Iteration 50Q (70856.770000 sec): 3 clusters
  Score: Raw -1527079.673931 + Penalty 3125.959073 = -1523953.714858
  nChanged 3
		SP:Iteration 51Q (70857.070000 sec): 3 clusters
  Score: Raw -1527079.911367 + Penalty 3125.959073 = -1523953.952294
  nChanged 0
		SP:Iteration 52F (70857.300000 sec): 3 clusters
  Score: Raw -1527079.911367 + Penalty 3125.959073 = -1523953.952294
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 6 (10217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70857.450000 sec): 2 clusters
  Score: Raw -1090078.975462 + Penalty 1500.168845 = -1088578.806616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70857.670000 sec): 3 clusters
  Score: Raw -1084255.289700 + Penalty 3000.337691 = -1081254.952009
  nChanged 4393
		SP:Iteration 1F (70857.850000 sec): 3 clusters
  Score: Raw -1086658.342645 + Penalty 3000.337691 = -1083658.004954
  nChanged 555
		SP:Iteration 2F (70858.050000 sec): 3 clusters
  Score: Raw -1086872.889284 + Penalty 3000.337691 = -1083872.551593
  nChanged 459
		SP:Iteration 3Q (70858.290000 sec): 3 clusters
  Score: Raw -1087045.151460 + Penalty 3000.337691 = -1084044.813769
  nChanged 391
		SP:Iteration 4Q (70858.500000 sec): 3 clusters
  Score: Raw -1087186.655429 + Penalty 3000.337691 = -1084186.317739
  nChanged 339
		SP:Iteration 5Q (70858.760000 sec): 3 clusters
  Score: Raw -1087314.709150 + Penalty 3000.337691 = -1084314.371459
  nChanged 359
		SP:Iteration 6Q (70858.980000 sec): 3 clusters
  Score: Raw -1087451.684806 + Penalty 3000.337691 = -1084451.347115
  nChanged 329
		SP:Iteration 7Q (70859.170000 sec): 3 clusters
  Score: Raw -1087584.701927 + Penalty 3000.337691 = -1084584.364237
  nChanged 334
		SP:Iteration 8Q (70859.430000 sec): 3 clusters
  Score: Raw -1087745.042683 + Penalty 3000.337691 = -1084744.704993
  nChanged 366
		SP:Iteration 9Q (70859.670000 sec): 3 clusters
  Score: Raw -1087920.230789 + Penalty 3000.337691 = -1084919.893099
  nChanged 350
		SP:Iteration 10Q (70859.910000 sec): 3 clusters
  Score: Raw -1088095.592679 + Penalty 3000.337691 = -1085095.254989
  nChanged 359
		SP:Iteration 11Q (70860.150000 sec): 3 clusters
  Score: Raw -1088276.776724 + Penalty 3000.337691 = -1085276.439033
  nChanged 373
		SP:Iteration 12Q (70860.450000 sec): 3 clusters
  Score: Raw -1088490.134438 + Penalty 3000.337691 = -1085489.796748
  nChanged 376
		SP:Iteration 13Q (70860.690000 sec): 3 clusters
  Score: Raw -1088725.751819 + Penalty 3000.337691 = -1085725.414128
  nChanged 364
		SP:Iteration 14Q (70860.950000 sec): 3 clusters
  Score: Raw -1088955.518377 + Penalty 3000.337691 = -1085955.180687
  nChanged 361
		SP:Iteration 15Q (70861.210000 sec): 3 clusters
  Score: Raw -1089184.047729 + Penalty 3000.337691 = -1086183.710039
  nChanged 322
		SP:Iteration 16Q (70861.410000 sec): 3 clusters
  Score: Raw -1089378.541829 + Penalty 3000.337691 = -1086378.204139
  nChanged 281
		SP:Iteration 17Q (70861.630000 sec): 3 clusters
  Score: Raw -1089555.427500 + Penalty 3000.337691 = -1086555.089809
  nChanged 261
		SP:Iteration 18Q (70861.830000 sec): 3 clusters
  Score: Raw -1089708.848204 + Penalty 3000.337691 = -1086708.510514
  nChanged 243
		SP:Iteration 19Q (70862.030000 sec): 3 clusters
  Score: Raw -1089836.872364 + Penalty 3000.337691 = -1086836.534673
  nChanged 210
		SP:Iteration 20F (70862.290000 sec): 3 clusters
  Score: Raw -1089927.622443 + Penalty 3000.337691 = -1086927.284753
  nChanged 185
		SP:Iteration 21Q (70862.480000 sec): 3 clusters
  Score: Raw -1089999.352751 + Penalty 3000.337691 = -1086999.015060
  nChanged 154
		SP:Iteration 22Q (70862.750000 sec): 3 clusters
  Score: Raw -1090055.533305 + Penalty 3000.337691 = -1087055.195614
  nChanged 128
		SP:Iteration 23Q (70863.010000 sec): 3 clusters
  Score: Raw -1090093.767651 + Penalty 3000.337691 = -1087093.429960
  nChanged 102
		SP:Iteration 24Q (70863.190000 sec): 3 clusters
  Score: Raw -1090126.505929 + Penalty 3000.337691 = -1087126.168239
  nChanged 105
		SP:Iteration 25Q (70863.430000 sec): 3 clusters
  Score: Raw -1090156.514128 + Penalty 3000.337691 = -1087156.176438
  nChanged 88
		SP:Iteration 26Q (70863.660000 sec): 3 clusters
  Score: Raw -1090183.701794 + Penalty 3000.337691 = -1087183.364103
  nChanged 81
		SP:Iteration 27Q (70863.850000 sec): 3 clusters
  Score: Raw -1090204.225701 + Penalty 3000.337691 = -1087203.888010
  nChanged 59
		SP:Iteration 28Q (70864.100000 sec): 3 clusters
  Score: Raw -1090215.450505 + Penalty 3000.337691 = -1087215.112815
  nChanged 49
		SP:Iteration 29Q (70864.290000 sec): 3 clusters
  Score: Raw -1090225.344836 + Penalty 3000.337691 = -1087225.007145
  nChanged 56
		SP:Iteration 30Q (70864.510000 sec): 3 clusters
  Score: Raw -1090237.676907 + Penalty 3000.337691 = -1087237.339216
  nChanged 57
		SP:Iteration 31Q (70864.710000 sec): 3 clusters
  Score: Raw -1090249.325523 + Penalty 3000.337691 = -1087248.987832
  nChanged 53
		SP:Iteration 32Q (70864.940000 sec): 3 clusters
  Score: Raw -1090262.036456 + Penalty 3000.337691 = -1087261.698766
  nChanged 58
		SP:Iteration 33Q (70865.190000 sec): 3 clusters
  Score: Raw -1090276.234378 + Penalty 3000.337691 = -1087275.896687
  nChanged 68
		SP:Iteration 34Q (70865.400000 sec): 3 clusters
  Score: Raw -1090290.343438 + Penalty 3000.337691 = -1087290.005747
  nChanged 56
		SP:Iteration 35Q (70865.600000 sec): 3 clusters
  Score: Raw -1090303.437277 + Penalty 3000.337691 = -1087303.099587
  nChanged 48
		SP:Iteration 36Q (70865.890000 sec): 3 clusters
  Score: Raw -1090314.044715 + Penalty 3000.337691 = -1087313.707025
  nChanged 48
		SP:Iteration 37Q (70866.180000 sec): 3 clusters
  Score: Raw -1090326.017565 + Penalty 3000.337691 = -1087325.679875
  nChanged 53
		SP:Iteration 38Q (70866.450000 sec): 3 clusters
  Score: Raw -1090337.917196 + Penalty 3000.337691 = -1087337.579505
  nChanged 45
		SP:Iteration 39Q (70866.720000 sec): 3 clusters
  Score: Raw -1090348.448391 + Penalty 3000.337691 = -1087348.110701
  nChanged 49
		SP:Iteration 40F (70867.000000 sec): 3 clusters
  Score: Raw -1090359.425604 + Penalty 3000.337691 = -1087359.087913
  nChanged 47
		SP:Iteration 41Q (70867.210000 sec): 3 clusters
  Score: Raw -1090370.019731 + Penalty 3000.337691 = -1087369.682041
  nChanged 45
		SP:Iteration 42Q (70867.390000 sec): 3 clusters
  Score: Raw -1090380.982483 + Penalty 3000.337691 = -1087380.644792
  nChanged 56
		SP:Iteration 43Q (70867.590000 sec): 3 clusters
  Score: Raw -1090395.186863 + Penalty 3000.337691 = -1087394.849173
  nChanged 64
		SP:Iteration 44Q (70867.760000 sec): 3 clusters
  Score: Raw -1090412.570953 + Penalty 3000.337691 = -1087412.233263
  nChanged 63
		SP:Iteration 45Q (70867.950000 sec): 3 clusters
  Score: Raw -1090429.062485 + Penalty 3000.337691 = -1087428.724795
  nChanged 64
		SP:Iteration 46Q (70868.150000 sec): 3 clusters
  Score: Raw -1090448.349834 + Penalty 3000.337691 = -1087448.012144
  nChanged 64
		SP:Iteration 47Q (70868.350000 sec): 3 clusters
  Score: Raw -1090466.089857 + Penalty 3000.337691 = -1087465.752166
  nChanged 61
		SP:Iteration 48Q (70868.600000 sec): 3 clusters
  Score: Raw -1090482.573854 + Penalty 3000.337691 = -1087482.236164
  nChanged 60
		SP:Iteration 49Q (70868.830000 sec): 3 clusters
  Score: Raw -1090495.575262 + Penalty 3000.337691 = -1087495.237572
  nChanged 51
		SP:Iteration 50Q (70869.060000 sec): 3 clusters
  Score: Raw -1090507.571152 + Penalty 3000.337691 = -1087507.233462
  nChanged 54
		SP:Iteration 51Q (70869.280000 sec): 3 clusters
  Score: Raw -1090521.659530 + Penalty 3000.337691 = -1087521.321839
  nChanged 67
		SP:Iteration 52Q (70869.540000 sec): 3 clusters
  Score: Raw -1090537.834825 + Penalty 3000.337691 = -1087537.497134
  nChanged 64
		SP:Iteration 53Q (70869.780000 sec): 3 clusters
  Score: Raw -1090552.778228 + Penalty 3000.337691 = -1087552.440537
  nChanged 49
		SP:Iteration 54Q (70870.040000 sec): 3 clusters
  Score: Raw -1090565.007666 + Penalty 3000.337691 = -1087564.669975
  nChanged 50
		SP:Iteration 55Q (70870.240000 sec): 3 clusters
  Score: Raw -1090574.852225 + Penalty 3000.337691 = -1087574.514534
  nChanged 41
		SP:Iteration 56Q (70870.540000 sec): 3 clusters
  Score: Raw -1090586.306015 + Penalty 3000.337691 = -1087585.968325
  nChanged 55
		SP:Iteration 57Q (70870.740000 sec): 3 clusters
  Score: Raw -1090604.947842 + Penalty 3000.337691 = -1087604.610152
  nChanged 60
		SP:Iteration 58Q (70870.940000 sec): 3 clusters
  Score: Raw -1090628.528204 + Penalty 3000.337691 = -1087628.190513
  nChanged 73
		SP:Iteration 59Q (70871.200000 sec): 3 clusters
  Score: Raw -1090656.238080 + Penalty 3000.337691 = -1087655.900390
  nChanged 95
		SP:Iteration 60F (70871.410000 sec): 3 clusters
  Score: Raw -1090693.428316 + Penalty 3000.337691 = -1087693.090626
  nChanged 83
		SP:Iteration 61Q (70871.590000 sec): 3 clusters
  Score: Raw -1090737.976308 + Penalty 3000.337691 = -1087737.638617
  nChanged 106
		SP:Iteration 62Q (70871.810000 sec): 3 clusters
  Score: Raw -1090799.281480 + Penalty 3000.337691 = -1087798.943790
  nChanged 130
		SP:Iteration 63Q (70872.060000 sec): 3 clusters
  Score: Raw -1090880.404194 + Penalty 3000.337691 = -1087880.066503
  nChanged 138
		SP:Iteration 64Q (70872.320000 sec): 3 clusters
  Score: Raw -1090991.009782 + Penalty 3000.337691 = -1087990.672091
  nChanged 171
		SP:Iteration 65Q (70872.560000 sec): 3 clusters
  Score: Raw -1091115.336135 + Penalty 3000.337691 = -1088114.998444
  nChanged 162
		SP:Iteration 66Q (70872.770000 sec): 3 clusters
  Score: Raw -1091211.279241 + Penalty 3000.337691 = -1088210.941551
  nChanged 139
		SP:Iteration 67Q (70873.010000 sec): 3 clusters
  Score: Raw -1091273.023571 + Penalty 3000.337691 = -1088272.685881
  nChanged 116
		SP:Iteration 68Q (70873.220000 sec): 3 clusters
  Score: Raw -1091315.009498 + Penalty 3000.337691 = -1088314.671807
  nChanged 81
		SP:Iteration 69Q (70873.440000 sec): 3 clusters
  Score: Raw -1091335.362156 + Penalty 3000.337691 = -1088335.024466
  nChanged 51
		SP:Iteration 70Q (70873.660000 sec): 3 clusters
  Score: Raw -1091347.761339 + Penalty 3000.337691 = -1088347.423648
  nChanged 43
		SP:Iteration 71Q (70873.900000 sec): 3 clusters
  Score: Raw -1091357.798539 + Penalty 3000.337691 = -1088357.460848
  nChanged 34
		SP:Iteration 72Q (70874.080000 sec): 3 clusters
  Score: Raw -1091362.687220 + Penalty 3000.337691 = -1088362.349530
  nChanged 18
		SP:Iteration 73Q (70874.350000 sec): 3 clusters
  Score: Raw -1091364.747327 + Penalty 3000.337691 = -1088364.409636
  nChanged 10
		SP:Iteration 74Q (70874.560000 sec): 3 clusters
  Score: Raw -1091366.000260 + Penalty 3000.337691 = -1088365.662570
  nChanged 8
		SP:Iteration 75Q (70874.770000 sec): 3 clusters
  Score: Raw -1091367.069002 + Penalty 3000.337691 = -1088366.731312
  nChanged 11
		SP:Iteration 76Q (70874.950000 sec): 3 clusters
  Score: Raw -1091368.570380 + Penalty 3000.337691 = -1088368.232690
  nChanged 5
		SP:Iteration 77Q (70875.100000 sec): 3 clusters
  Score: Raw -1091368.958569 + Penalty 3000.337691 = -1088368.620879
  nChanged 4
		SP:Iteration 78Q (70875.330000 sec): 3 clusters
  Score: Raw -1091369.300408 + Penalty 3000.337691 = -1088368.962717
  nChanged 0
		SP:Iteration 79F (70875.520000 sec): 3 clusters
  Score: Raw -1091369.300408 + Penalty 3000.337691 = -1088368.962717
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 7 (18596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70875.700000 sec): 2 clusters
  Score: Raw -1923139.216756 + Penalty 1597.489040 = -1921541.727717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70875.990000 sec): 3 clusters
  Score: Raw -1912034.991359 + Penalty 3194.978079 = -1908840.013279
  nChanged 8338
		SP:Iteration 1F (70876.290000 sec): 3 clusters
  Score: Raw -1916638.904044 + Penalty 3194.978079 = -1913443.925964
  nChanged 1055
		SP:Iteration 2F (70876.590000 sec): 3 clusters
  Score: Raw -1917156.483539 + Penalty 3194.978079 = -1913961.505459
  nChanged 1052
		SP:Iteration 3F (70876.810000 sec): 3 clusters
  Score: Raw -1917695.451179 + Penalty 3194.978079 = -1914500.473100
  nChanged 1019
		SP:Iteration 4F (70877.120000 sec): 3 clusters
  Score: Raw -1918248.699061 + Penalty 3194.978079 = -1915053.720981
  nChanged 1045
		SP:Iteration 5F (70877.420000 sec): 3 clusters
  Score: Raw -1918844.278895 + Penalty 3194.978079 = -1915649.300815
  nChanged 984
		SP:Iteration 6F (70877.780000 sec): 3 clusters
  Score: Raw -1919442.213361 + Penalty 3194.978079 = -1916247.235282
  nChanged 969
		SP:Iteration 7F (70878.090000 sec): 3 clusters
  Score: Raw -1920062.952701 + Penalty 3194.978079 = -1916867.974622
  nChanged 930
		SP:Iteration 8F (70878.370000 sec): 3 clusters
  Score: Raw -1920650.912461 + Penalty 3194.978079 = -1917455.934382
  nChanged 788
		SP:Iteration 9Q (70878.690000 sec): 3 clusters
  Score: Raw -1921167.406057 + Penalty 3194.978079 = -1917972.427977
  nChanged 695
		SP:Iteration 10Q (70879.010000 sec): 3 clusters
  Score: Raw -1921561.691918 + Penalty 3194.978079 = -1918366.713839
  nChanged 514
		SP:Iteration 11Q (70879.260000 sec): 3 clusters
  Score: Raw -1921792.072936 + Penalty 3194.978079 = -1918597.094857
  nChanged 427
		SP:Iteration 12Q (70879.560000 sec): 3 clusters
  Score: Raw -1921942.227967 + Penalty 3194.978079 = -1918747.249888
  nChanged 283
		SP:Iteration 13Q (70879.830000 sec): 3 clusters
  Score: Raw -1922026.449079 + Penalty 3194.978079 = -1918831.471000
  nChanged 228
		SP:Iteration 14Q (70880.180000 sec): 3 clusters
  Score: Raw -1922087.211241 + Penalty 3194.978079 = -1918892.233162
  nChanged 189
		SP:Iteration 15Q (70880.530000 sec): 3 clusters
  Score: Raw -1922134.297429 + Penalty 3194.978079 = -1918939.319349
  nChanged 174
		SP:Iteration 16Q (70880.780000 sec): 3 clusters
  Score: Raw -1922173.215395 + Penalty 3194.978079 = -1918978.237315
  nChanged 164
		SP:Iteration 17Q (70881.010000 sec): 3 clusters
  Score: Raw -1922211.249051 + Penalty 3194.978079 = -1919016.270972
  nChanged 154
		SP:Iteration 18Q (70881.280000 sec): 3 clusters
  Score: Raw -1922244.387900 + Penalty 3194.978079 = -1919049.409821
  nChanged 143
		SP:Iteration 19Q (70881.630000 sec): 3 clusters
  Score: Raw -1922273.964327 + Penalty 3194.978079 = -1919078.986247
  nChanged 138
		SP:Iteration 20F (70881.980000 sec): 3 clusters
  Score: Raw -1922301.752562 + Penalty 3194.978079 = -1919106.774483
  nChanged 127
		SP:Iteration 21Q (70882.350000 sec): 3 clusters
  Score: Raw -1922329.071676 + Penalty 3194.978079 = -1919134.093597
  nChanged 119
		SP:Iteration 22Q (70882.610000 sec): 3 clusters
  Score: Raw -1922351.416464 + Penalty 3194.978079 = -1919156.438385
  nChanged 95
		SP:Iteration 23Q (70882.900000 sec): 3 clusters
  Score: Raw -1922370.761874 + Penalty 3194.978079 = -1919175.783795
  nChanged 112
		SP:Iteration 24Q (70883.170000 sec): 3 clusters
  Score: Raw -1922396.453622 + Penalty 3194.978079 = -1919201.475542
  nChanged 104
		SP:Iteration 25Q (70883.470000 sec): 3 clusters
  Score: Raw -1922418.996580 + Penalty 3194.978079 = -1919224.018500
  nChanged 98
		SP:Iteration 26Q (70883.820000 sec): 3 clusters
  Score: Raw -1922438.016906 + Penalty 3194.978079 = -1919243.038827
  nChanged 103
		SP:Iteration 27Q (70884.170000 sec): 3 clusters
  Score: Raw -1922458.151828 + Penalty 3194.978079 = -1919263.173749
  nChanged 88
		SP:Iteration 28Q (70884.510000 sec): 3 clusters
  Score: Raw -1922475.074130 + Penalty 3194.978079 = -1919280.096051
  nChanged 77
		SP:Iteration 29Q (70884.790000 sec): 3 clusters
  Score: Raw -1922488.435384 + Penalty 3194.978079 = -1919293.457304
  nChanged 87
		SP:Iteration 30Q (70885.120000 sec): 3 clusters
  Score: Raw -1922503.983748 + Penalty 3194.978079 = -1919309.005669
  nChanged 82
		SP:Iteration 31Q (70885.440000 sec): 3 clusters
  Score: Raw -1922520.202078 + Penalty 3194.978079 = -1919325.223998
  nChanged 105
		SP:Iteration 32Q (70885.690000 sec): 3 clusters
  Score: Raw -1922544.327392 + Penalty 3194.978079 = -1919349.349313
  nChanged 106
		SP:Iteration 33Q (70885.980000 sec): 3 clusters
  Score: Raw -1922566.350933 + Penalty 3194.978079 = -1919371.372854
  nChanged 104
		SP:Iteration 34Q (70886.220000 sec): 3 clusters
  Score: Raw -1922588.647876 + Penalty 3194.978079 = -1919393.669797
  nChanged 107
		SP:Iteration 35Q (70886.590000 sec): 3 clusters
  Score: Raw -1922614.632785 + Penalty 3194.978079 = -1919419.654706
  nChanged 117
		SP:Iteration 36Q (70886.870000 sec): 3 clusters
  Score: Raw -1922642.870152 + Penalty 3194.978079 = -1919447.892073
  nChanged 118
		SP:Iteration 37Q (70887.200000 sec): 3 clusters
  Score: Raw -1922671.923897 + Penalty 3194.978079 = -1919476.945818
  nChanged 111
		SP:Iteration 38Q (70887.530000 sec): 3 clusters
  Score: Raw -1922698.336819 + Penalty 3194.978079 = -1919503.358739
  nChanged 108
		SP:Iteration 39Q (70887.820000 sec): 3 clusters
  Score: Raw -1922722.881871 + Penalty 3194.978079 = -1919527.903791
  nChanged 108
		SP:Iteration 40F (70888.160000 sec): 3 clusters
  Score: Raw -1922747.955931 + Penalty 3194.978079 = -1919552.977852
  nChanged 98
		SP:Iteration 41Q (70888.420000 sec): 3 clusters
  Score: Raw -1922772.264507 + Penalty 3194.978079 = -1919577.286427
  nChanged 100
		SP:Iteration 42Q (70888.740000 sec): 3 clusters
  Score: Raw -1922802.396836 + Penalty 3194.978079 = -1919607.418757
  nChanged 102
		SP:Iteration 43Q (70889.000000 sec): 3 clusters
  Score: Raw -1922834.006314 + Penalty 3194.978079 = -1919639.028234
  nChanged 122
		SP:Iteration 44Q (70889.310000 sec): 3 clusters
  Score: Raw -1922877.298133 + Penalty 3194.978079 = -1919682.320054
  nChanged 124
		SP:Iteration 45Q (70889.590000 sec): 3 clusters
  Score: Raw -1922921.048041 + Penalty 3194.978079 = -1919726.069962
  nChanged 126
		SP:Iteration 46Q (70889.880000 sec): 3 clusters
  Score: Raw -1922961.590409 + Penalty 3194.978079 = -1919766.612329
  nChanged 123
		SP:Iteration 47Q (70890.220000 sec): 3 clusters
  Score: Raw -1923002.983765 + Penalty 3194.978079 = -1919808.005686
  nChanged 112
		SP:Iteration 48Q (70890.510000 sec): 3 clusters
  Score: Raw -1923041.269831 + Penalty 3194.978079 = -1919846.291752
  nChanged 121
		SP:Iteration 49Q (70890.810000 sec): 3 clusters
  Score: Raw -1923088.783770 + Penalty 3194.978079 = -1919893.805690
  nChanged 127
		SP:Iteration 50Q (70891.100000 sec): 3 clusters
  Score: Raw -1923148.085025 + Penalty 3194.978079 = -1919953.106946
  nChanged 130
		SP:Iteration 51Q (70891.490000 sec): 3 clusters
  Score: Raw -1923205.413612 + Penalty 3194.978079 = -1920010.435533
  nChanged 110
		SP:Iteration 52Q (70891.750000 sec): 3 clusters
  Score: Raw -1923257.129679 + Penalty 3194.978079 = -1920062.151600
  nChanged 105
		SP:Iteration 53Q (70891.990000 sec): 3 clusters
  Score: Raw -1923308.205882 + Penalty 3194.978079 = -1920113.227803
  nChanged 101
		SP:Iteration 54Q (70892.260000 sec): 3 clusters
  Score: Raw -1923357.084665 + Penalty 3194.978079 = -1920162.106586
  nChanged 100
		SP:Iteration 55Q (70892.500000 sec): 3 clusters
  Score: Raw -1923406.650410 + Penalty 3194.978079 = -1920211.672331
  nChanged 91
		SP:Iteration 56Q (70892.730000 sec): 3 clusters
  Score: Raw -1923444.680620 + Penalty 3194.978079 = -1920249.702541
  nChanged 78
		SP:Iteration 57Q (70892.970000 sec): 3 clusters
  Score: Raw -1923476.092390 + Penalty 3194.978079 = -1920281.114311
  nChanged 57
		SP:Iteration 58Q (70893.250000 sec): 3 clusters
  Score: Raw -1923497.934080 + Penalty 3194.978079 = -1920302.956001
  nChanged 63
		SP:Iteration 59Q (70893.540000 sec): 3 clusters
  Score: Raw -1923520.149728 + Penalty 3194.978079 = -1920325.171649
  nChanged 50
		SP:Iteration 60F (70893.870000 sec): 3 clusters
  Score: Raw -1923540.164913 + Penalty 3194.978079 = -1920345.186833
  nChanged 51
		SP:Iteration 61Q (70894.160000 sec): 3 clusters
  Score: Raw -1923558.940049 + Penalty 3194.978079 = -1920363.961969
  nChanged 36
		SP:Iteration 62Q (70894.460000 sec): 3 clusters
  Score: Raw -1923573.826121 + Penalty 3194.978079 = -1920378.848041
  nChanged 31
		SP:Iteration 63Q (70894.790000 sec): 3 clusters
  Score: Raw -1923586.784298 + Penalty 3194.978079 = -1920391.806219
  nChanged 31
		SP:Iteration 64Q (70895.040000 sec): 3 clusters
  Score: Raw -1923596.565380 + Penalty 3194.978079 = -1920401.587301
  nChanged 34
		SP:Iteration 65Q (70895.350000 sec): 3 clusters
  Score: Raw -1923609.290628 + Penalty 3194.978079 = -1920414.312548
  nChanged 28
		SP:Iteration 66Q (70895.710000 sec): 3 clusters
  Score: Raw -1923618.820598 + Penalty 3194.978079 = -1920423.842519
  nChanged 29
		SP:Iteration 67Q (70896.070000 sec): 3 clusters
  Score: Raw -1923629.442801 + Penalty 3194.978079 = -1920434.464721
  nChanged 22
		SP:Iteration 68Q (70896.400000 sec): 3 clusters
  Score: Raw -1923637.777466 + Penalty 3194.978079 = -1920442.799387
  nChanged 19
		SP:Iteration 69Q (70896.650000 sec): 3 clusters
  Score: Raw -1923645.283099 + Penalty 3194.978079 = -1920450.305019
  nChanged 14
		SP:Iteration 70Q (70896.990000 sec): 3 clusters
  Score: Raw -1923650.765977 + Penalty 3194.978079 = -1920455.787897
  nChanged 16
		SP:Iteration 71Q (70897.270000 sec): 3 clusters
  Score: Raw -1923657.332806 + Penalty 3194.978079 = -1920462.354726
  nChanged 17
		SP:Iteration 72Q (70897.590000 sec): 3 clusters
  Score: Raw -1923664.164991 + Penalty 3194.978079 = -1920469.186911
  nChanged 11
		SP:Iteration 73Q (70897.950000 sec): 3 clusters
  Score: Raw -1923668.834963 + Penalty 3194.978079 = -1920473.856884
  nChanged 17
		SP:Iteration 74Q (70898.280000 sec): 3 clusters
  Score: Raw -1923674.773779 + Penalty 3194.978079 = -1920479.795700
  nChanged 13
		SP:Iteration 75Q (70898.510000 sec): 3 clusters
  Score: Raw -1923679.608438 + Penalty 3194.978079 = -1920484.630358
  nChanged 12
		SP:Iteration 76Q (70898.850000 sec): 3 clusters
  Score: Raw -1923683.726204 + Penalty 3194.978079 = -1920488.748125
  nChanged 12
		SP:Iteration 77Q (70899.090000 sec): 3 clusters
  Score: Raw -1923686.494441 + Penalty 3194.978079 = -1920491.516362
  nChanged 8
		SP:Iteration 78Q (70899.310000 sec): 3 clusters
  Score: Raw -1923689.676865 + Penalty 3194.978079 = -1920494.698785
  nChanged 4
		SP:Iteration 79Q (70899.670000 sec): 3 clusters
  Score: Raw -1923690.991522 + Penalty 3194.978079 = -1920496.013442
  nChanged 3
		SP:Iteration 80F (70899.920000 sec): 3 clusters
  Score: Raw -1923691.729564 + Penalty 3194.978079 = -1920496.751485
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 8 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70900.050000 sec): 2 clusters
  Score: Raw -142737.307462 + Penalty 1186.326832 = -141550.980630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70900.250000 sec): 3 clusters
  Score: Raw -142193.042434 + Penalty 2372.653665 = -139820.388769
  nChanged 480
		SP:Iteration 1F (70900.370000 sec): 3 clusters
  Score: Raw -142573.688874 + Penalty 2372.653665 = -140201.035209
  nChanged 120
		SP:Iteration 2F (70900.550000 sec): 3 clusters
  Score: Raw -142700.404342 + Penalty 2372.653665 = -140327.750677
  nChanged 78
		SP:Iteration 3F (70900.750000 sec): 3 clusters
  Score: Raw -142770.301442 + Penalty 2372.653665 = -140397.647777
  nChanged 45
		SP:Iteration 4Q (70900.930000 sec): 3 clusters
  Score: Raw -142814.766126 + Penalty 2372.653665 = -140442.112462
  nChanged 31
		SP:Iteration 5Q (70901.110000 sec): 3 clusters
  Score: Raw -142832.755828 + Penalty 2372.653665 = -140460.102163
  nChanged 20
		SP:Iteration 6Q (70901.240000 sec): 3 clusters
  Score: Raw -142846.866537 + Penalty 2372.653665 = -140474.212872
  nChanged 13
		SP:Iteration 7Q (70901.410000 sec): 3 clusters
  Score: Raw -142856.123719 + Penalty 2372.653665 = -140483.470054
  nChanged 8
		SP:Iteration 8Q (70901.590000 sec): 3 clusters
  Score: Raw -142861.167141 + Penalty 2372.653665 = -140488.513476
  nChanged 10
		SP:Iteration 9Q (70901.740000 sec): 3 clusters
  Score: Raw -142868.882037 + Penalty 2372.653665 = -140496.228372
  nChanged 10
		SP:Iteration 10Q (70901.890000 sec): 3 clusters
  Score: Raw -142875.603988 + Penalty 2372.653665 = -140502.950323
  nChanged 10
		SP:Iteration 11Q (70902.060000 sec): 3 clusters
  Score: Raw -142884.160995 + Penalty 2372.653665 = -140511.507330
  nChanged 9
		SP:Iteration 12Q (70902.190000 sec): 3 clusters
  Score: Raw -142891.378031 + Penalty 2372.653665 = -140518.724366
  nChanged 8
		SP:Iteration 13Q (70902.290000 sec): 3 clusters
  Score: Raw -142899.099282 + Penalty 2372.653665 = -140526.445617
  nChanged 10
		SP:Iteration 14Q (70902.470000 sec): 3 clusters
  Score: Raw -142904.793884 + Penalty 2372.653665 = -140532.140219
  nChanged 10
		SP:Iteration 15Q (70902.670000 sec): 3 clusters
  Score: Raw -142914.099290 + Penalty 2372.653665 = -140541.445625
  nChanged 13
		SP:Iteration 16Q (70902.790000 sec): 3 clusters
  Score: Raw -142924.469627 + Penalty 2372.653665 = -140551.815963
  nChanged 13
		SP:Iteration 17Q (70902.970000 sec): 3 clusters
  Score: Raw -142931.860637 + Penalty 2372.653665 = -140559.206972
  nChanged 8
		SP:Iteration 18Q (70903.160000 sec): 3 clusters
  Score: Raw -142939.337522 + Penalty 2372.653665 = -140566.683857
  nChanged 11
		SP:Iteration 19Q (70903.290000 sec): 3 clusters
  Score: Raw -142949.212300 + Penalty 2372.653665 = -140576.558636
  nChanged 13
		SP:Iteration 20F (70903.480000 sec): 3 clusters
  Score: Raw -142960.024415 + Penalty 2372.653665 = -140587.370750
  nChanged 14
		SP:Iteration 21Q (70903.710000 sec): 3 clusters
  Score: Raw -142970.178821 + Penalty 2372.653665 = -140597.525156
  nChanged 7
		SP:Iteration 22Q (70903.930000 sec): 3 clusters
  Score: Raw -142975.496046 + Penalty 2372.653665 = -140602.842381
  nChanged 3
		SP:Iteration 23Q (70904.080000 sec): 3 clusters
  Score: Raw -142980.469307 + Penalty 2372.653665 = -140607.815642
  nChanged 6
		SP:Iteration 24Q (70904.270000 sec): 3 clusters
  Score: Raw -142986.553080 + Penalty 2372.653665 = -140613.899415
  nChanged 4
		SP:Iteration 25Q (70904.440000 sec): 3 clusters
  Score: Raw -142989.100572 + Penalty 2372.653665 = -140616.446908
  nChanged 4
		SP:Iteration 26Q (70904.650000 sec): 3 clusters
  Score: Raw -142991.756944 + Penalty 2372.653665 = -140619.103280
  nChanged 1
		SP:Iteration 27Q (70904.860000 sec): 3 clusters
  Score: Raw -142992.120155 + Penalty 2372.653665 = -140619.466491
  nChanged 0
		SP:Iteration 28F (70905.070000 sec): 3 clusters
  Score: Raw -142992.120155 + Penalty 2372.653665 = -140619.466491
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 9 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70905.260000 sec): 2 clusters
  Score: Raw -432416.680401 + Penalty 1354.429640 = -431062.250761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70905.480000 sec): 3 clusters
  Score: Raw -430339.679532 + Penalty 2708.859280 = -427630.820252
  nChanged 1640
		SP:Iteration 1F (70905.670000 sec): 3 clusters
  Score: Raw -431236.758806 + Penalty 2708.859280 = -428527.899526
  nChanged 285
		SP:Iteration 2F (70905.890000 sec): 3 clusters
  Score: Raw -431403.918844 + Penalty 2708.859280 = -428695.059563
  nChanged 217
		SP:Iteration 3F (70906.080000 sec): 3 clusters
  Score: Raw -431543.397317 + Penalty 2708.859280 = -428834.538037
  nChanged 184
		SP:Iteration 4Q (70906.270000 sec): 3 clusters
  Score: Raw -431678.481552 + Penalty 2708.859280 = -428969.622272
  nChanged 200
		SP:Iteration 5Q (70906.440000 sec): 3 clusters
  Score: Raw -431817.232259 + Penalty 2708.859280 = -429108.372979
  nChanged 204
		SP:Iteration 6Q (70906.610000 sec): 3 clusters
  Score: Raw -431945.767327 + Penalty 2708.859280 = -429236.908047
  nChanged 179
		SP:Iteration 7Q (70906.740000 sec): 3 clusters
  Score: Raw -432077.195392 + Penalty 2708.859280 = -429368.336112
  nChanged 191
		SP:Iteration 8Q (70906.930000 sec): 3 clusters
  Score: Raw -432211.487744 + Penalty 2708.859280 = -429502.628464
  nChanged 183
		SP:Iteration 9Q (70907.220000 sec): 3 clusters
  Score: Raw -432340.965673 + Penalty 2708.859280 = -429632.106393
  nChanged 178
		SP:Iteration 10Q (70907.450000 sec): 3 clusters
  Score: Raw -432471.630875 + Penalty 2708.859280 = -429762.771595
  nChanged 147
		SP:Iteration 11Q (70907.620000 sec): 3 clusters
  Score: Raw -432569.435053 + Penalty 2708.859280 = -429860.575773
  nChanged 99
		SP:Iteration 12Q (70907.770000 sec): 3 clusters
  Score: Raw -432641.735404 + Penalty 2708.859280 = -429932.876124
  nChanged 89
		SP:Iteration 13Q (70907.960000 sec): 3 clusters
  Score: Raw -432709.982483 + Penalty 2708.859280 = -430001.123202
  nChanged 82
		SP:Iteration 14Q (70908.140000 sec): 3 clusters
  Score: Raw -432768.080132 + Penalty 2708.859280 = -430059.220852
  nChanged 63
		SP:Iteration 15Q (70908.320000 sec): 3 clusters
  Score: Raw -432803.092149 + Penalty 2708.859280 = -430094.232868
  nChanged 54
		SP:Iteration 16Q (70908.490000 sec): 3 clusters
  Score: Raw -432835.307251 + Penalty 2708.859280 = -430126.447970
  nChanged 41
		SP:Iteration 17Q (70908.650000 sec): 3 clusters
  Score: Raw -432858.499166 + Penalty 2708.859280 = -430149.639886
  nChanged 37
		SP:Iteration 18Q (70908.810000 sec): 3 clusters
  Score: Raw -432876.726282 + Penalty 2708.859280 = -430167.867002
  nChanged 24
		SP:Iteration 19Q (70908.960000 sec): 3 clusters
  Score: Raw -432887.983198 + Penalty 2708.859280 = -430179.123918
  nChanged 22
		SP:Iteration 20F (70909.120000 sec): 3 clusters
  Score: Raw -432897.182979 + Penalty 2708.859280 = -430188.323699
  nChanged 10
		SP:Iteration 21Q (70909.290000 sec): 3 clusters
  Score: Raw -432900.934712 + Penalty 2708.859280 = -430192.075432
  nChanged 4
		SP:Iteration 22Q (70909.450000 sec): 3 clusters
  Score: Raw -432902.241915 + Penalty 2708.859280 = -430193.382634
  nChanged 2
		SP:Iteration 23Q (70909.660000 sec): 3 clusters
  Score: Raw -432904.220197 + Penalty 2708.859280 = -430195.360917
  nChanged 2
		SP:Iteration 24Q (70909.860000 sec): 3 clusters
  Score: Raw -432904.738879 + Penalty 2708.859280 = -430195.879598
  nChanged 1
		SP:Iteration 25Q (70910.000000 sec): 3 clusters
  Score: Raw -432905.416699 + Penalty 2708.859280 = -430196.557418
  nChanged 2
		SP:Iteration 26Q (70910.180000 sec): 3 clusters
  Score: Raw -432905.857305 + Penalty 2708.859280 = -430196.998024
  nChanged 2
		SP:Iteration 27Q (70910.400000 sec): 3 clusters
  Score: Raw -432906.362475 + Penalty 2708.859280 = -430197.503194
  nChanged 2
		SP:Iteration 28Q (70910.570000 sec): 3 clusters
  Score: Raw -432907.027257 + Penalty 2708.859280 = -430198.167977
  nChanged 2
		SP:Iteration 29Q (70910.760000 sec): 3 clusters
  Score: Raw -432907.466132 + Penalty 2708.859280 = -430198.606851
  nChanged 1
		SP:Iteration 30Q (70910.940000 sec): 3 clusters
  Score: Raw -432907.818954 + Penalty 2708.859280 = -430198.959674
  nChanged 0
		SP:Iteration 31F (70911.100000 sec): 3 clusters
  Score: Raw -432907.818954 + Penalty 2708.859280 = -430198.959674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 10 (514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70911.230000 sec): 2 clusters
  Score: Raw -53016.565383 + Penalty 1014.361281 = -52002.204102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70911.480000 sec): 3 clusters
  Score: Raw -53014.000452 + Penalty 2028.722561 = -50985.277891
  nChanged 135
		SP:Iteration 1F (70911.640000 sec): 3 clusters
  Score: Raw -53193.946070 + Penalty 2028.722561 = -51165.223509
  nChanged 31
		SP:Iteration 2F (70911.810000 sec): 3 clusters
  Score: Raw -53252.381035 + Penalty 2028.722561 = -51223.658474
  nChanged 25
		SP:Iteration 3Q (70911.980000 sec): 3 clusters
  Score: Raw -53307.815257 + Penalty 2028.722561 = -51279.092696
  nChanged 31
		SP:Iteration 4F (70912.150000 sec): 3 clusters
  Score: Raw -53396.078853 + Penalty 2028.722561 = -51367.356292
  nChanged 28
		SP:Iteration 5F (70912.320000 sec): 3 clusters
  Score: Raw -53454.284933 + Penalty 2028.722561 = -51425.562372
  nChanged 25
		SP:Iteration 6Q (70912.500000 sec): 3 clusters
  Score: Raw -53639.353235 + Penalty 2028.722561 = -51610.630674
  nChanged 28
		SP:Iteration 7F (70912.650000 sec): 3 clusters
  Score: Raw -53730.263141 + Penalty 2028.722561 = -51701.540580
  nChanged 17
		SP:Iteration 8Q (70912.850000 sec): 3 clusters
  Score: Raw -53779.221348 + Penalty 2028.722561 = -51750.498786
  nChanged 11
		SP:Iteration 9Q (70913.050000 sec): 3 clusters
  Score: Raw -53812.143222 + Penalty 2028.722561 = -51783.420660
  nChanged 4
		SP:Iteration 10Q (70913.180000 sec): 3 clusters
  Score: Raw -53822.012624 + Penalty 2028.722561 = -51793.290063
  nChanged 2
		SP:Iteration 11Q (70913.300000 sec): 3 clusters
  Score: Raw -53825.743134 + Penalty 2028.722561 = -51797.020573
  nChanged 2
		SP:Iteration 12Q (70913.420000 sec): 3 clusters
  Score: Raw -53830.722981 + Penalty 2028.722561 = -51802.000420
  nChanged 0
		SP:Iteration 13F (70913.600000 sec): 3 clusters
  Score: Raw -53830.722981 + Penalty 2028.722561 = -51802.000420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 11 (409757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70915.790000 sec): 2 clusters
  Score: Raw -42897895.314577 + Penalty 2100.039432 = -42895795.275145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70918.430000 sec): 3 clusters
  Score: Raw -42622533.529052 + Penalty 4200.078864 = -42618333.450188
  nChanged 200690
		SP:Iteration 1F (70920.980000 sec): 3 clusters
  Score: Raw -42746362.208432 + Penalty 4200.078864 = -42742162.129568
  nChanged 14581
		SP:Iteration 2Q (70923.730000 sec): 3 clusters
  Score: Raw -42750619.457710 + Penalty 4200.078864 = -42746419.378846
  nChanged 17478
		SP:Iteration 3Q (70926.410000 sec): 3 clusters
  Score: Raw -42756642.961843 + Penalty 4200.078864 = -42752442.882979
  nChanged 20150
		SP:Iteration 4Q (70929.040000 sec): 3 clusters
  Score: Raw -42764503.389026 + Penalty 4200.078864 = -42760303.310163
  nChanged 21881
		SP:Iteration 5F (70931.420000 sec): 3 clusters
  Score: Raw -42773843.561256 + Penalty 4200.078864 = -42769643.482392
  nChanged 22421
		SP:Iteration 6F (70934.200000 sec): 3 clusters
  Score: Raw -42784337.015613 + Penalty 4200.078864 = -42780136.936750
  nChanged 22760
		SP:Iteration 7F (70937.400000 sec): 3 clusters
  Score: Raw -42796340.288698 + Penalty 4200.078864 = -42792140.209834
  nChanged 23263
		SP:Iteration 8F (70940.750000 sec): 3 clusters
  Score: Raw -42810732.712751 + Penalty 4200.078864 = -42806532.633888
  nChanged 24538
		SP:Iteration 9F (70943.220000 sec): 3 clusters
  Score: Raw -42828192.851576 + Penalty 4200.078864 = -42823992.772713
  nChanged 24535
		SP:Iteration 10F (70945.640000 sec): 3 clusters
  Score: Raw -42847737.725034 + Penalty 4200.078864 = -42843537.646171
  nChanged 22077
		SP:Iteration 11F (70948.090000 sec): 3 clusters
  Score: Raw -42866476.361147 + Penalty 4200.078864 = -42862276.282284
  nChanged 16603
		SP:Iteration 12Q (70950.720000 sec): 3 clusters
  Score: Raw -42880712.875011 + Penalty 4200.078864 = -42876512.796147
  nChanged 10571
		SP:Iteration 13Q (70953.210000 sec): 3 clusters
  Score: Raw -42889564.126103 + Penalty 4200.078864 = -42885364.047240
  nChanged 5787
		SP:Iteration 14Q (70955.500000 sec): 3 clusters
  Score: Raw -42894201.683936 + Penalty 4200.078864 = -42890001.605072
  nChanged 2810
		SP:Iteration 15Q (70957.860000 sec): 3 clusters
  Score: Raw -42896358.159815 + Penalty 4200.078864 = -42892158.080952
  nChanged 1221
		SP:Iteration 16Q (70960.100000 sec): 3 clusters
  Score: Raw -42897271.535238 + Penalty 4200.078864 = -42893071.456375
  nChanged 520
		SP:Iteration 17Q (70962.290000 sec): 3 clusters
  Score: Raw -42897683.405846 + Penalty 4200.078864 = -42893483.326983
  nChanged 239
		SP:Iteration 18Q (70964.660000 sec): 3 clusters
  Score: Raw -42897890.711935 + Penalty 4200.078864 = -42893690.633072
  nChanged 106
		SP:Iteration 19Q (70966.580000 sec): 3 clusters
  Score: Raw -42897978.328969 + Penalty 4200.078864 = -42893778.250105
  nChanged 71
		SP:Iteration 20F (70968.870000 sec): 3 clusters
  Score: Raw -42898033.208345 + Penalty 4200.078864 = -42893833.129482
  nChanged 47
		SP:Iteration 21Q (70970.970000 sec): 3 clusters
  Score: Raw -42898066.784099 + Penalty 4200.078864 = -42893866.705235
  nChanged 29
		SP:Iteration 22Q (70973.350000 sec): 3 clusters
  Score: Raw -42898083.911916 + Penalty 4200.078864 = -42893883.833052
  nChanged 13
		SP:Iteration 23Q (70975.650000 sec): 3 clusters
  Score: Raw -42898091.398208 + Penalty 4200.078864 = -42893891.319345
  nChanged 9
		SP:Iteration 24Q (70978.010000 sec): 3 clusters
  Score: Raw -42898099.168597 + Penalty 4200.078864 = -42893899.089733
  nChanged 16
		SP:Iteration 25Q (70980.150000 sec): 3 clusters
  Score: Raw -42898112.715668 + Penalty 4200.078864 = -42893912.636805
  nChanged 9
		SP:Iteration 26Q (70982.200000 sec): 3 clusters
  Score: Raw -42898118.694637 + Penalty 4200.078864 = -42893918.615773
  nChanged 9
		SP:Iteration 27Q (70984.390000 sec): 3 clusters
  Score: Raw -42898124.852094 + Penalty 4200.078864 = -42893924.773230
  nChanged 9
		SP:Iteration 28Q (70986.850000 sec): 3 clusters
  Score: Raw -42898129.211486 + Penalty 4200.078864 = -42893929.132623
  nChanged 3
		SP:Iteration 29Q (70988.850000 sec): 3 clusters
  Score: Raw -42898131.889356 + Penalty 4200.078864 = -42893931.810493
  nChanged 5
		SP:Iteration 30Q (70990.900000 sec): 3 clusters
  Score: Raw -42898137.176132 + Penalty 4200.078864 = -42893937.097269
  nChanged 8
		SP:Iteration 31Q (70993.170000 sec): 3 clusters
  Score: Raw -42898143.830277 + Penalty 4200.078864 = -42893943.751414
  nChanged 8
		SP:Iteration 32Q (70995.350000 sec): 3 clusters
  Score: Raw -42898152.577838 + Penalty 4200.078864 = -42893952.498975
  nChanged 6
		SP:Iteration 33Q (70997.630000 sec): 3 clusters
  Score: Raw -42898157.590782 + Penalty 4200.078864 = -42893957.511918
  nChanged 4
		SP:Iteration 34Q (70999.780000 sec): 3 clusters
  Score: Raw -42898160.984513 + Penalty 4200.078864 = -42893960.905650
  nChanged 3
		SP:Iteration 35Q (71001.780000 sec): 3 clusters
  Score: Raw -42898163.253221 + Penalty 4200.078864 = -42893963.174357
  nChanged 2
		SP:Iteration 36Q (71003.930000 sec): 3 clusters
  Score: Raw -42898164.618350 + Penalty 4200.078864 = -42893964.539487
  nChanged 2
		SP:Iteration 37Q (71006.930000 sec): 3 clusters
  Score: Raw -42898165.963223 + Penalty 4200.078864 = -42893965.884359
  nChanged 1
		SP:Iteration 38Q (71009.910000 sec): 3 clusters
  Score: Raw -42898167.005520 + Penalty 4200.078864 = -42893966.926657
  nChanged 2
		SP:Iteration 39Q (71012.160000 sec): 3 clusters
  Score: Raw -42898168.843760 + Penalty 4200.078864 = -42893968.764896
  nChanged 2
		SP:Iteration 40F (71014.620000 sec): 3 clusters
  Score: Raw -42898170.609355 + Penalty 4200.078864 = -42893970.530492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 12 (13037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71014.880000 sec): 2 clusters
  Score: Raw -1328075.791951 + Penalty 1539.776346 = -1326536.015604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71015.150000 sec): 3 clusters
  Score: Raw -1320478.458909 + Penalty 3079.552693 = -1317398.906216
  nChanged 5742
		SP:Iteration 1F (71015.410000 sec): 3 clusters
  Score: Raw -1323675.126603 + Penalty 3079.552693 = -1320595.573910
  nChanged 830
		SP:Iteration 2F (71015.670000 sec): 3 clusters
  Score: Raw -1324041.245285 + Penalty 3079.552693 = -1320961.692592
  nChanged 705
		SP:Iteration 3F (71015.970000 sec): 3 clusters
  Score: Raw -1324354.527698 + Penalty 3079.552693 = -1321274.975005
  nChanged 676
		SP:Iteration 4F (71016.190000 sec): 3 clusters
  Score: Raw -1324655.140855 + Penalty 3079.552693 = -1321575.588162
  nChanged 559
		SP:Iteration 5Q (71016.430000 sec): 3 clusters
  Score: Raw -1324885.058866 + Penalty 3079.552693 = -1321805.506173
  nChanged 501
		SP:Iteration 6Q (71016.690000 sec): 3 clusters
  Score: Raw -1325095.818599 + Penalty 3079.552693 = -1322016.265906
  nChanged 478
		SP:Iteration 7Q (71016.940000 sec): 3 clusters
  Score: Raw -1325306.248560 + Penalty 3079.552693 = -1322226.695867
  nChanged 478
		SP:Iteration 8Q (71017.220000 sec): 3 clusters
  Score: Raw -1325504.800425 + Penalty 3079.552693 = -1322425.247732
  nChanged 416
		SP:Iteration 9Q (71017.470000 sec): 3 clusters
  Score: Raw -1325668.509507 + Penalty 3079.552693 = -1322588.956814
  nChanged 375
		SP:Iteration 10Q (71017.720000 sec): 3 clusters
  Score: Raw -1325812.238711 + Penalty 3079.552693 = -1322732.686018
  nChanged 347
		SP:Iteration 11Q (71017.970000 sec): 3 clusters
  Score: Raw -1325972.128207 + Penalty 3079.552693 = -1322892.575514
  nChanged 375
		SP:Iteration 12Q (71018.220000 sec): 3 clusters
  Score: Raw -1326132.562755 + Penalty 3079.552693 = -1323053.010062
  nChanged 339
		SP:Iteration 13Q (71018.480000 sec): 3 clusters
  Score: Raw -1326276.268042 + Penalty 3079.552693 = -1323196.715349
  nChanged 336
		SP:Iteration 14Q (71018.730000 sec): 3 clusters
  Score: Raw -1326413.021940 + Penalty 3079.552693 = -1323333.469247
  nChanged 303
		SP:Iteration 15Q (71018.980000 sec): 3 clusters
  Score: Raw -1326511.327750 + Penalty 3079.552693 = -1323431.775057
  nChanged 235
		SP:Iteration 16Q (71019.210000 sec): 3 clusters
  Score: Raw -1326569.556620 + Penalty 3079.552693 = -1323490.003927
  nChanged 147
		SP:Iteration 17Q (71019.490000 sec): 3 clusters
  Score: Raw -1326599.283341 + Penalty 3079.552693 = -1323519.730648
  nChanged 116
		SP:Iteration 18Q (71019.710000 sec): 3 clusters
  Score: Raw -1326623.076206 + Penalty 3079.552693 = -1323543.523513
  nChanged 99
		SP:Iteration 19Q (71019.950000 sec): 3 clusters
  Score: Raw -1326644.887926 + Penalty 3079.552693 = -1323565.335233
  nChanged 97
		SP:Iteration 20F (71020.190000 sec): 3 clusters
  Score: Raw -1326661.953016 + Penalty 3079.552693 = -1323582.400323
  nChanged 82
		SP:Iteration 21Q (71020.440000 sec): 3 clusters
  Score: Raw -1326676.242391 + Penalty 3079.552693 = -1323596.689698
  nChanged 72
		SP:Iteration 22Q (71020.690000 sec): 3 clusters
  Score: Raw -1326688.044355 + Penalty 3079.552693 = -1323608.491662
  nChanged 71
		SP:Iteration 23Q (71020.980000 sec): 3 clusters
  Score: Raw -1326701.299444 + Penalty 3079.552693 = -1323621.746751
  nChanged 81
		SP:Iteration 24Q (71021.260000 sec): 3 clusters
  Score: Raw -1326718.244644 + Penalty 3079.552693 = -1323638.691951
  nChanged 87
		SP:Iteration 25Q (71021.490000 sec): 3 clusters
  Score: Raw -1326735.757408 + Penalty 3079.552693 = -1323656.204715
  nChanged 70
		SP:Iteration 26Q (71021.730000 sec): 3 clusters
  Score: Raw -1326750.908795 + Penalty 3079.552693 = -1323671.356102
  nChanged 88
		SP:Iteration 27Q (71021.980000 sec): 3 clusters
  Score: Raw -1326770.292149 + Penalty 3079.552693 = -1323690.739456
  nChanged 83
		SP:Iteration 28Q (71022.230000 sec): 3 clusters
  Score: Raw -1326787.321436 + Penalty 3079.552693 = -1323707.768743
  nChanged 86
		SP:Iteration 29Q (71022.500000 sec): 3 clusters
  Score: Raw -1326807.977390 + Penalty 3079.552693 = -1323728.424697
  nChanged 100
		SP:Iteration 30Q (71022.760000 sec): 3 clusters
  Score: Raw -1326831.442754 + Penalty 3079.552693 = -1323751.890061
  nChanged 97
		SP:Iteration 31Q (71023.020000 sec): 3 clusters
  Score: Raw -1326854.388044 + Penalty 3079.552693 = -1323774.835351
  nChanged 88
		SP:Iteration 32Q (71023.300000 sec): 3 clusters
  Score: Raw -1326875.650900 + Penalty 3079.552693 = -1323796.098207
  nChanged 96
		SP:Iteration 33Q (71023.520000 sec): 3 clusters
  Score: Raw -1326896.949332 + Penalty 3079.552693 = -1323817.396639
  nChanged 88
		SP:Iteration 34Q (71023.810000 sec): 3 clusters
  Score: Raw -1326918.219864 + Penalty 3079.552693 = -1323838.667171
  nChanged 95
		SP:Iteration 35Q (71024.090000 sec): 3 clusters
  Score: Raw -1326943.167467 + Penalty 3079.552693 = -1323863.614774
  nChanged 106
		SP:Iteration 36Q (71024.350000 sec): 3 clusters
  Score: Raw -1326968.594326 + Penalty 3079.552693 = -1323889.041633
  nChanged 113
		SP:Iteration 37Q (71024.620000 sec): 3 clusters
  Score: Raw -1326997.479910 + Penalty 3079.552693 = -1323917.927217
  nChanged 120
		SP:Iteration 38Q (71024.930000 sec): 3 clusters
  Score: Raw -1327032.706649 + Penalty 3079.552693 = -1323953.153956
  nChanged 129
		SP:Iteration 39Q (71025.150000 sec): 3 clusters
  Score: Raw -1327071.748425 + Penalty 3079.552693 = -1323992.195732
  nChanged 122
		SP:Iteration 40F (71025.400000 sec): 3 clusters
  Score: Raw -1327104.050183 + Penalty 3079.552693 = -1324024.497490
  nChanged 100
		SP:Iteration 41Q (71025.630000 sec): 3 clusters
  Score: Raw -1327126.432413 + Penalty 3079.552693 = -1324046.879720
  nChanged 95
		SP:Iteration 42Q (71025.870000 sec): 3 clusters
  Score: Raw -1327143.849020 + Penalty 3079.552693 = -1324064.296327
  nChanged 67
		SP:Iteration 43Q (71026.170000 sec): 3 clusters
  Score: Raw -1327157.715491 + Penalty 3079.552693 = -1324078.162798
  nChanged 76
		SP:Iteration 44Q (71026.410000 sec): 3 clusters
  Score: Raw -1327176.854893 + Penalty 3079.552693 = -1324097.302200
  nChanged 80
		SP:Iteration 45Q (71026.630000 sec): 3 clusters
  Score: Raw -1327197.283582 + Penalty 3079.552693 = -1324117.730889
  nChanged 76
		SP:Iteration 46Q (71026.890000 sec): 3 clusters
  Score: Raw -1327218.810683 + Penalty 3079.552693 = -1324139.257990
  nChanged 76
		SP:Iteration 47Q (71027.110000 sec): 3 clusters
  Score: Raw -1327239.039304 + Penalty 3079.552693 = -1324159.486611
  nChanged 86
		SP:Iteration 48Q (71027.460000 sec): 3 clusters
  Score: Raw -1327258.472721 + Penalty 3079.552693 = -1324178.920028
  nChanged 74
		SP:Iteration 49Q (71027.750000 sec): 3 clusters
  Score: Raw -1327276.738318 + Penalty 3079.552693 = -1324197.185625
  nChanged 91
		SP:Iteration 50Q (71027.980000 sec): 3 clusters
  Score: Raw -1327302.124392 + Penalty 3079.552693 = -1324222.571699
  nChanged 88
		SP:Iteration 51Q (71028.280000 sec): 3 clusters
  Score: Raw -1327326.882047 + Penalty 3079.552693 = -1324247.329354
  nChanged 94
		SP:Iteration 52Q (71028.500000 sec): 3 clusters
  Score: Raw -1327354.918148 + Penalty 3079.552693 = -1324275.365455
  nChanged 102
		SP:Iteration 53Q (71028.740000 sec): 3 clusters
  Score: Raw -1327384.130286 + Penalty 3079.552693 = -1324304.577593
  nChanged 97
		SP:Iteration 54Q (71028.990000 sec): 3 clusters
  Score: Raw -1327406.933471 + Penalty 3079.552693 = -1324327.380778
  nChanged 91
		SP:Iteration 55Q (71029.200000 sec): 3 clusters
  Score: Raw -1327430.714474 + Penalty 3079.552693 = -1324351.161781
  nChanged 98
		SP:Iteration 56Q (71029.410000 sec): 3 clusters
  Score: Raw -1327456.662608 + Penalty 3079.552693 = -1324377.109915
  nChanged 86
		SP:Iteration 57Q (71029.640000 sec): 3 clusters
  Score: Raw -1327482.955875 + Penalty 3079.552693 = -1324403.403182
  nChanged 83
		SP:Iteration 58Q (71029.950000 sec): 3 clusters
  Score: Raw -1327514.423325 + Penalty 3079.552693 = -1324434.870632
  nChanged 107
		SP:Iteration 59Q (71030.250000 sec): 3 clusters
  Score: Raw -1327556.935130 + Penalty 3079.552693 = -1324477.382437
  nChanged 139
		SP:Iteration 60F (71030.500000 sec): 3 clusters
  Score: Raw -1327616.776617 + Penalty 3079.552693 = -1324537.223924
  nChanged 127
		SP:Iteration 61Q (71030.780000 sec): 3 clusters
  Score: Raw -1327679.102242 + Penalty 3079.552693 = -1324599.549549
  nChanged 144
		SP:Iteration 62Q (71031.060000 sec): 3 clusters
  Score: Raw -1327748.518602 + Penalty 3079.552693 = -1324668.965909
  nChanged 152
		SP:Iteration 63Q (71031.340000 sec): 3 clusters
  Score: Raw -1327810.583717 + Penalty 3079.552693 = -1324731.031024
  nChanged 133
		SP:Iteration 64Q (71031.610000 sec): 3 clusters
  Score: Raw -1327853.874551 + Penalty 3079.552693 = -1324774.321858
  nChanged 106
		SP:Iteration 65Q (71031.890000 sec): 3 clusters
  Score: Raw -1327883.063690 + Penalty 3079.552693 = -1324803.510997
  nChanged 68
		SP:Iteration 66Q (71032.110000 sec): 3 clusters
  Score: Raw -1327900.403154 + Penalty 3079.552693 = -1324820.850461
  nChanged 66
		SP:Iteration 67Q (71032.330000 sec): 3 clusters
  Score: Raw -1327917.776321 + Penalty 3079.552693 = -1324838.223628
  nChanged 50
		SP:Iteration 68Q (71032.520000 sec): 3 clusters
  Score: Raw -1327929.706552 + Penalty 3079.552693 = -1324850.153859
  nChanged 38
		SP:Iteration 69Q (71032.760000 sec): 3 clusters
  Score: Raw -1327936.760592 + Penalty 3079.552693 = -1324857.207899
  nChanged 46
		SP:Iteration 70Q (71033.000000 sec): 3 clusters
  Score: Raw -1327945.212961 + Penalty 3079.552693 = -1324865.660268
  nChanged 40
		SP:Iteration 71Q (71033.260000 sec): 3 clusters
  Score: Raw -1327953.120354 + Penalty 3079.552693 = -1324873.567661
  nChanged 39
		SP:Iteration 72Q (71033.520000 sec): 3 clusters
  Score: Raw -1327960.885865 + Penalty 3079.552693 = -1324881.333172
  nChanged 51
		SP:Iteration 73Q (71033.780000 sec): 3 clusters
  Score: Raw -1327971.013806 + Penalty 3079.552693 = -1324891.461113
  nChanged 40
		SP:Iteration 74Q (71034.010000 sec): 3 clusters
  Score: Raw -1327979.695003 + Penalty 3079.552693 = -1324900.142310
  nChanged 37
		SP:Iteration 75Q (71034.200000 sec): 3 clusters
  Score: Raw -1327987.905480 + Penalty 3079.552693 = -1324908.352787
  nChanged 36
		SP:Iteration 76Q (71034.390000 sec): 3 clusters
  Score: Raw -1327995.383011 + Penalty 3079.552693 = -1324915.830318
  nChanged 25
		SP:Iteration 77Q (71034.620000 sec): 3 clusters
  Score: Raw -1328000.077310 + Penalty 3079.552693 = -1324920.524617
  nChanged 19
		SP:Iteration 78Q (71034.860000 sec): 3 clusters
  Score: Raw -1328004.100185 + Penalty 3079.552693 = -1324924.547492
  nChanged 34
		SP:Iteration 79Q (71035.150000 sec): 3 clusters
  Score: Raw -1328012.494764 + Penalty 3079.552693 = -1324932.942071
  nChanged 35
		SP:Iteration 80F (71035.370000 sec): 3 clusters
  Score: Raw -1328019.959657 + Penalty 3079.552693 = -1324940.406964
  nChanged 39
		SP:Iteration 81Q (71035.620000 sec): 3 clusters
  Score: Raw -1328031.086258 + Penalty 3079.552693 = -1324951.533565
  nChanged 48
		SP:Iteration 82Q (71035.870000 sec): 3 clusters
  Score: Raw -1328047.020788 + Penalty 3079.552693 = -1324967.468095
  nChanged 54
		SP:Iteration 83Q (71036.130000 sec): 3 clusters
  Score: Raw -1328061.635602 + Penalty 3079.552693 = -1324982.082909
  nChanged 52
		SP:Iteration 84Q (71036.310000 sec): 3 clusters
  Score: Raw -1328075.861926 + Penalty 3079.552693 = -1324996.309233
  nChanged 53
		SP:Iteration 85Q (71036.550000 sec): 3 clusters
  Score: Raw -1328095.177164 + Penalty 3079.552693 = -1325015.624471
  nChanged 63
		SP:Iteration 86Q (71036.730000 sec): 3 clusters
  Score: Raw -1328115.867529 + Penalty 3079.552693 = -1325036.314836
  nChanged 56
		SP:Iteration 87Q (71036.980000 sec): 3 clusters
  Score: Raw -1328133.791558 + Penalty 3079.552693 = -1325054.238865
  nChanged 55
		SP:Iteration 88Q (71037.150000 sec): 3 clusters
  Score: Raw -1328149.933306 + Penalty 3079.552693 = -1325070.380613
  nChanged 52
		SP:Iteration 89Q (71037.450000 sec): 3 clusters
  Score: Raw -1328163.753393 + Penalty 3079.552693 = -1325084.200700
  nChanged 53
		SP:Iteration 90Q (71037.720000 sec): 3 clusters
  Score: Raw -1328177.826198 + Penalty 3079.552693 = -1325098.273505
  nChanged 54
		SP:Iteration 91Q (71038.020000 sec): 3 clusters
  Score: Raw -1328190.251340 + Penalty 3079.552693 = -1325110.698647
  nChanged 46
		SP:Iteration 92Q (71038.270000 sec): 3 clusters
  Score: Raw -1328200.497339 + Penalty 3079.552693 = -1325120.944646
  nChanged 33
		SP:Iteration 93Q (71038.530000 sec): 3 clusters
  Score: Raw -1328206.213993 + Penalty 3079.552693 = -1325126.661300
  nChanged 25
		SP:Iteration 94Q (71038.820000 sec): 3 clusters
  Score: Raw -1328211.436359 + Penalty 3079.552693 = -1325131.883666
  nChanged 36
		SP:Iteration 95Q (71038.980000 sec): 3 clusters
  Score: Raw -1328218.309433 + Penalty 3079.552693 = -1325138.756740
  nChanged 26
		SP:Iteration 96Q (71039.230000 sec): 3 clusters
  Score: Raw -1328224.793027 + Penalty 3079.552693 = -1325145.240334
  nChanged 35
		SP:Iteration 97Q (71039.410000 sec): 3 clusters
  Score: Raw -1328232.191951 + Penalty 3079.552693 = -1325152.639258
  nChanged 23
		SP:Iteration 98Q (71039.610000 sec): 3 clusters
  Score: Raw -1328237.573441 + Penalty 3079.552693 = -1325158.020748
  nChanged 22
		SP:Iteration 99Q (71039.870000 sec): 3 clusters
  Score: Raw -1328242.679968 + Penalty 3079.552693 = -1325163.127275
  nChanged 21
		SP:Iteration 100F (71040.150000 sec): 3 clusters
  Score: Raw -1328246.971797 + Penalty 3079.552693 = -1325167.419104
  nChanged 15
		SP:Iteration 101Q (71040.400000 sec): 3 clusters
  Score: Raw -1328250.979217 + Penalty 3079.552693 = -1325171.426524
  nChanged 16
		SP:Iteration 102Q (71040.660000 sec): 3 clusters
  Score: Raw -1328253.638732 + Penalty 3079.552693 = -1325174.086039
  nChanged 11
		SP:Iteration 103Q (71040.910000 sec): 3 clusters
  Score: Raw -1328255.948295 + Penalty 3079.552693 = -1325176.395602
  nChanged 16
		SP:Iteration 104Q (71041.140000 sec): 3 clusters
  Score: Raw -1328259.341475 + Penalty 3079.552693 = -1325179.788782
  nChanged 20
		SP:Iteration 105Q (71041.370000 sec): 3 clusters
  Score: Raw -1328263.530294 + Penalty 3079.552693 = -1325183.977601
  nChanged 17
		SP:Iteration 106Q (71041.620000 sec): 3 clusters
  Score: Raw -1328267.542488 + Penalty 3079.552693 = -1325187.989795
  nChanged 18
		SP:Iteration 107Q (71041.830000 sec): 3 clusters
  Score: Raw -1328272.024933 + Penalty 3079.552693 = -1325192.472240
  nChanged 21
		SP:Iteration 108Q (71042.050000 sec): 3 clusters
  Score: Raw -1328278.077165 + Penalty 3079.552693 = -1325198.524472
  nChanged 24
		SP:Iteration 109Q (71042.290000 sec): 3 clusters
  Score: Raw -1328283.462823 + Penalty 3079.552693 = -1325203.910130
  nChanged 21
		SP:Iteration 110Q (71042.490000 sec): 3 clusters
  Score: Raw -1328288.089899 + Penalty 3079.552693 = -1325208.537206
  nChanged 17
		SP:Iteration 111Q (71042.710000 sec): 3 clusters
  Score: Raw -1328291.413814 + Penalty 3079.552693 = -1325211.861121
  nChanged 10
		SP:Iteration 112Q (71042.920000 sec): 3 clusters
  Score: Raw -1328293.852176 + Penalty 3079.552693 = -1325214.299483
  nChanged 11
		SP:Iteration 113Q (71043.140000 sec): 3 clusters
  Score: Raw -1328296.812893 + Penalty 3079.552693 = -1325217.260200
  nChanged 14
		SP:Iteration 114Q (71043.440000 sec): 3 clusters
  Score: Raw -1328300.095677 + Penalty 3079.552693 = -1325220.542984
  nChanged 7
		SP:Iteration 115Q (71043.730000 sec): 3 clusters
  Score: Raw -1328302.183293 + Penalty 3079.552693 = -1325222.630600
  nChanged 11
		SP:Iteration 116Q (71043.990000 sec): 3 clusters
  Score: Raw -1328304.332660 + Penalty 3079.552693 = -1325224.779967
  nChanged 8
		SP:Iteration 117Q (71044.210000 sec): 3 clusters
  Score: Raw -1328306.137235 + Penalty 3079.552693 = -1325226.584542
  nChanged 11
		SP:Iteration 118Q (71044.490000 sec): 3 clusters
  Score: Raw -1328309.420657 + Penalty 3079.552693 = -1325229.867964
  nChanged 11
		SP:Iteration 119Q (71044.740000 sec): 3 clusters
  Score: Raw -1328312.153728 + Penalty 3079.552693 = -1325232.601035
  nChanged 14
		SP:Iteration 120F (71045.000000 sec): 3 clusters
  Score: Raw -1328315.803271 + Penalty 3079.552693 = -1325236.250578
  nChanged 21
		SP:Iteration 121Q (71045.230000 sec): 3 clusters
  Score: Raw -1328320.866660 + Penalty 3079.552693 = -1325241.313967
  nChanged 14
		SP:Iteration 122Q (71045.420000 sec): 3 clusters
  Score: Raw -1328325.709719 + Penalty 3079.552693 = -1325246.157026
  nChanged 18
		SP:Iteration 123Q (71045.670000 sec): 3 clusters
  Score: Raw -1328332.902114 + Penalty 3079.552693 = -1325253.349421
  nChanged 22
		SP:Iteration 124Q (71045.890000 sec): 3 clusters
  Score: Raw -1328340.314784 + Penalty 3079.552693 = -1325260.762091
  nChanged 30
		SP:Iteration 125Q (71046.170000 sec): 3 clusters
  Score: Raw -1328350.582820 + Penalty 3079.552693 = -1325271.030127
  nChanged 24
		SP:Iteration 126Q (71046.420000 sec): 3 clusters
  Score: Raw -1328357.892793 + Penalty 3079.552693 = -1325278.340100
  nChanged 25
		SP:Iteration 127Q (71046.690000 sec): 3 clusters
  Score: Raw -1328365.181260 + Penalty 3079.552693 = -1325285.628567
  nChanged 23
		SP:Iteration 128Q (71046.900000 sec): 3 clusters
  Score: Raw -1328372.110739 + Penalty 3079.552693 = -1325292.558046
  nChanged 23
		SP:Iteration 129Q (71047.170000 sec): 3 clusters
  Score: Raw -1328379.404717 + Penalty 3079.552693 = -1325299.852024
  nChanged 25
		SP:Iteration 130Q (71047.460000 sec): 3 clusters
  Score: Raw -1328389.973676 + Penalty 3079.552693 = -1325310.420983
  nChanged 35
		SP:Iteration 131Q (71047.690000 sec): 3 clusters
  Score: Raw -1328401.948646 + Penalty 3079.552693 = -1325322.395953
  nChanged 31
		SP:Iteration 132Q (71047.920000 sec): 3 clusters
  Score: Raw -1328411.834594 + Penalty 3079.552693 = -1325332.281901
  nChanged 23
		SP:Iteration 133Q (71048.170000 sec): 3 clusters
  Score: Raw -1328418.255097 + Penalty 3079.552693 = -1325338.702404
  nChanged 20
		SP:Iteration 134Q (71048.400000 sec): 3 clusters
  Score: Raw -1328424.803917 + Penalty 3079.552693 = -1325345.251224
  nChanged 15
		SP:Iteration 135Q (71048.650000 sec): 3 clusters
  Score: Raw -1328429.167536 + Penalty 3079.552693 = -1325349.614843
  nChanged 10
		SP:Iteration 136Q (71048.880000 sec): 3 clusters
  Score: Raw -1328432.622819 + Penalty 3079.552693 = -1325353.070126
  nChanged 12
		SP:Iteration 137Q (71049.090000 sec): 3 clusters
  Score: Raw -1328434.975669 + Penalty 3079.552693 = -1325355.422976
  nChanged 11
		SP:Iteration 138Q (71049.350000 sec): 3 clusters
  Score: Raw -1328437.446211 + Penalty 3079.552693 = -1325357.893518
  nChanged 7
		SP:Iteration 139Q (71049.570000 sec): 3 clusters
  Score: Raw -1328439.477083 + Penalty 3079.552693 = -1325359.924390
  nChanged 9
		SP:Iteration 140F (71049.800000 sec): 3 clusters
  Score: Raw -1328441.416081 + Penalty 3079.552693 = -1325361.863388
  nChanged 4
		SP:Iteration 141Q (71050.040000 sec): 3 clusters
  Score: Raw -1328442.127762 + Penalty 3079.552693 = -1325362.575069
  nChanged 1
		SP:Iteration 142Q (71050.240000 sec): 3 clusters
  Score: Raw -1328442.262929 + Penalty 3079.552693 = -1325362.710236
  nChanged 1
		SP:Iteration 143Q (71050.470000 sec): 3 clusters
  Score: Raw -1328442.594377 + Penalty 3079.552693 = -1325363.041684
  nChanged 0
		SP:Iteration 144F (71050.700000 sec): 3 clusters
  Score: Raw -1328442.594377 + Penalty 3079.552693 = -1325363.041684
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 13 (1337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71050.820000 sec): 2 clusters
  Score: Raw -130579.915264 + Penalty 1169.704831 = -129410.210433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71051.000000 sec): 3 clusters
  Score: Raw -130078.765799 + Penalty 2339.409663 = -127739.356136
  nChanged 431
		SP:Iteration 1F (71051.170000 sec): 3 clusters
  Score: Raw -130409.145633 + Penalty 2339.409663 = -128069.735970
  nChanged 103
		SP:Iteration 2F (71051.330000 sec): 3 clusters
  Score: Raw -130526.240379 + Penalty 2339.409663 = -128186.830716
  nChanged 81
		SP:Iteration 3F (71051.450000 sec): 3 clusters
  Score: Raw -130675.732202 + Penalty 2339.409663 = -128336.322540
  nChanged 65
		SP:Iteration 4Q (71051.630000 sec): 3 clusters
  Score: Raw -130787.889937 + Penalty 2339.409663 = -128448.480275
  nChanged 62
		SP:Iteration 5Q (71051.800000 sec): 3 clusters
  Score: Raw -130850.490901 + Penalty 2339.409663 = -128511.081238
  nChanged 49
		SP:Iteration 6Q (71051.970000 sec): 3 clusters
  Score: Raw -130911.538374 + Penalty 2339.409663 = -128572.128711
  nChanged 50
		SP:Iteration 7Q (71052.150000 sec): 3 clusters
  Score: Raw -130968.674685 + Penalty 2339.409663 = -128629.265022
  nChanged 44
		SP:Iteration 8Q (71052.340000 sec): 3 clusters
  Score: Raw -131019.694398 + Penalty 2339.409663 = -128680.284735
  nChanged 48
		SP:Iteration 9Q (71052.560000 sec): 3 clusters
  Score: Raw -131075.343927 + Penalty 2339.409663 = -128735.934265
  nChanged 38
		SP:Iteration 10Q (71052.760000 sec): 3 clusters
  Score: Raw -131130.161729 + Penalty 2339.409663 = -128790.752066
  nChanged 32
		SP:Iteration 11Q (71052.890000 sec): 3 clusters
  Score: Raw -131179.065595 + Penalty 2339.409663 = -128839.655932
  nChanged 24
		SP:Iteration 12Q (71053.110000 sec): 3 clusters
  Score: Raw -131218.578524 + Penalty 2339.409663 = -128879.168861
  nChanged 26
		SP:Iteration 13Q (71053.330000 sec): 3 clusters
  Score: Raw -131259.468343 + Penalty 2339.409663 = -128920.058680
  nChanged 24
		SP:Iteration 14Q (71053.470000 sec): 3 clusters
  Score: Raw -131294.783398 + Penalty 2339.409663 = -128955.373736
  nChanged 17
		SP:Iteration 15Q (71053.670000 sec): 3 clusters
  Score: Raw -131312.385473 + Penalty 2339.409663 = -128972.975810
  nChanged 7
		SP:Iteration 16Q (71053.850000 sec): 3 clusters
  Score: Raw -131318.572583 + Penalty 2339.409663 = -128979.162920
  nChanged 4
		SP:Iteration 17Q (71054.000000 sec): 3 clusters
  Score: Raw -131323.482891 + Penalty 2339.409663 = -128984.073228
  nChanged 5
		SP:Iteration 18Q (71054.180000 sec): 3 clusters
  Score: Raw -131327.973029 + Penalty 2339.409663 = -128988.563367
  nChanged 4
		SP:Iteration 19Q (71054.360000 sec): 3 clusters
  Score: Raw -131331.382602 + Penalty 2339.409663 = -128991.972940
  nChanged 4
		SP:Iteration 20F (71054.530000 sec): 3 clusters
  Score: Raw -131338.328205 + Penalty 2339.409663 = -128998.918543
  nChanged 5
		SP:Iteration 21Q (71054.710000 sec): 3 clusters
  Score: Raw -131350.916270 + Penalty 2339.409663 = -129011.506608
  nChanged 5
		SP:Iteration 22Q (71054.880000 sec): 3 clusters
  Score: Raw -131354.714719 + Penalty 2339.409663 = -129015.305056
  nChanged 2
		SP:Iteration 23Q (71055.020000 sec): 3 clusters
  Score: Raw -131357.070105 + Penalty 2339.409663 = -129017.660443
  nChanged 3
		SP:Iteration 24Q (71055.210000 sec): 3 clusters
  Score: Raw -131359.722206 + Penalty 2339.409663 = -129020.312543
  nChanged 2
		SP:Iteration 25Q (71055.370000 sec): 3 clusters
  Score: Raw -131361.711603 + Penalty 2339.409663 = -129022.301940
  nChanged 2
		SP:Iteration 26Q (71055.560000 sec): 3 clusters
  Score: Raw -131365.914389 + Penalty 2339.409663 = -129026.504727
  nChanged 0
		SP:Iteration 27F (71055.750000 sec): 3 clusters
  Score: Raw -131365.914389 + Penalty 2339.409663 = -129026.504727
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 14 (39404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71055.970000 sec): 2 clusters
  Score: Raw -4357439.166107 + Penalty 1719.513675 = -4355719.652432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71056.330000 sec): 3 clusters
  Score: Raw -4332648.136729 + Penalty 3439.027349 = -4329209.109380
  nChanged 18320
		SP:Iteration 1F (71056.810000 sec): 3 clusters
  Score: Raw -4342784.398430 + Penalty 3439.027349 = -4339345.371080
  nChanged 1334
		SP:Iteration 2Q (71057.210000 sec): 3 clusters
  Score: Raw -4343067.176505 + Penalty 3439.027349 = -4339628.149156
  nChanged 1184
		SP:Iteration 3Q (71057.570000 sec): 3 clusters
  Score: Raw -4343306.800487 + Penalty 3439.027349 = -4339867.773137
  nChanged 1109
		SP:Iteration 4Q (71057.970000 sec): 3 clusters
  Score: Raw -4343532.023402 + Penalty 3439.027349 = -4340092.996053
  nChanged 1090
		SP:Iteration 5Q (71058.360000 sec): 3 clusters
  Score: Raw -4343753.438271 + Penalty 3439.027349 = -4340314.410922
  nChanged 1023
		SP:Iteration 6Q (71058.740000 sec): 3 clusters
  Score: Raw -4343978.017197 + Penalty 3439.027349 = -4340538.989847
  nChanged 1047
		SP:Iteration 7Q (71059.190000 sec): 3 clusters
  Score: Raw -4344249.987470 + Penalty 3439.027349 = -4340810.960121
  nChanged 1253
		SP:Iteration 8Q (71059.650000 sec): 3 clusters
  Score: Raw -4344659.751124 + Penalty 3439.027349 = -4341220.723775
  nChanged 1558
		SP:Iteration 9Q (71060.090000 sec): 3 clusters
  Score: Raw -4345333.714194 + Penalty 3439.027349 = -4341894.686845
  nChanged 2112
		SP:Iteration 10F (71060.470000 sec): 3 clusters
  Score: Raw -4346531.284767 + Penalty 3439.027349 = -4343092.257418
  nChanged 2688
		SP:Iteration 11F (71060.860000 sec): 3 clusters
  Score: Raw -4348468.754206 + Penalty 3439.027349 = -4345029.726857
  nChanged 3169
		SP:Iteration 12F (71061.260000 sec): 3 clusters
  Score: Raw -4351239.428968 + Penalty 3439.027349 = -4347800.401619
  nChanged 2947
		SP:Iteration 13F (71061.730000 sec): 3 clusters
  Score: Raw -4354087.411894 + Penalty 3439.027349 = -4350648.384545
  nChanged 2024
		SP:Iteration 14F (71062.130000 sec): 3 clusters
  Score: Raw -4356071.051698 + Penalty 3439.027349 = -4352632.024349
  nChanged 963
		SP:Iteration 15Q (71062.560000 sec): 3 clusters
  Score: Raw -4357001.587148 + Penalty 3439.027349 = -4353562.559799
  nChanged 357
		SP:Iteration 16Q (71062.940000 sec): 3 clusters
  Score: Raw -4357367.438323 + Penalty 3439.027349 = -4353928.410974
  nChanged 139
		SP:Iteration 17Q (71063.300000 sec): 3 clusters
  Score: Raw -4357513.998937 + Penalty 3439.027349 = -4354074.971588
  nChanged 61
		SP:Iteration 18Q (71063.670000 sec): 3 clusters
  Score: Raw -4357589.758073 + Penalty 3439.027349 = -4354150.730723
  nChanged 29
		SP:Iteration 19Q (71064.030000 sec): 3 clusters
  Score: Raw -4357625.960337 + Penalty 3439.027349 = -4354186.932988
  nChanged 22
		SP:Iteration 20F (71064.390000 sec): 3 clusters
  Score: Raw -4357663.881478 + Penalty 3439.027349 = -4354224.854129
  nChanged 15
		SP:Iteration 21Q (71064.760000 sec): 3 clusters
  Score: Raw -4357684.553250 + Penalty 3439.027349 = -4354245.525901
  nChanged 8
		SP:Iteration 22Q (71065.140000 sec): 3 clusters
  Score: Raw -4357697.671614 + Penalty 3439.027349 = -4354258.644264
  nChanged 7
		SP:Iteration 23Q (71065.540000 sec): 3 clusters
  Score: Raw -4357706.318711 + Penalty 3439.027349 = -4354267.291361
  nChanged 2
		SP:Iteration 24Q (71065.930000 sec): 3 clusters
  Score: Raw -4357708.800788 + Penalty 3439.027349 = -4354269.773438
  nChanged 3
		SP:Iteration 25Q (71066.290000 sec): 3 clusters
  Score: Raw -4357711.107205 + Penalty 3439.027349 = -4354272.079856
  nChanged 1
		SP:Iteration 26Q (71066.670000 sec): 3 clusters
  Score: Raw -4357711.675776 + Penalty 3439.027349 = -4354272.648427
  nChanged 0
		SP:Iteration 27F (71067.070000 sec): 3 clusters
  Score: Raw -4357711.675776 + Penalty 3439.027349 = -4354272.648427
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 15 (31821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71067.290000 sec): 2 clusters
  Score: Raw -3235825.606088 + Penalty 1684.780781 = -3234140.825307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71067.640000 sec): 3 clusters
  Score: Raw -3216028.011163 + Penalty 3369.561562 = -3212658.449601
  nChanged 14754
		SP:Iteration 1F (71068.000000 sec): 3 clusters
  Score: Raw -3224399.234189 + Penalty 3369.561562 = -3221029.672627
  nChanged 1537
		SP:Iteration 2Q (71068.380000 sec): 3 clusters
  Score: Raw -3225063.529535 + Penalty 3369.561562 = -3221693.967974
  nChanged 1649
		SP:Iteration 3F (71068.770000 sec): 3 clusters
  Score: Raw -3225945.370912 + Penalty 3369.561562 = -3222575.809350
  nChanged 1805
		SP:Iteration 4F (71069.170000 sec): 3 clusters
  Score: Raw -3226981.792684 + Penalty 3369.561562 = -3223612.231122
  nChanged 1954
		SP:Iteration 5F (71069.580000 sec): 3 clusters
  Score: Raw -3228190.748494 + Penalty 3369.561562 = -3224821.186933
  nChanged 2076
		SP:Iteration 6F (71069.980000 sec): 3 clusters
  Score: Raw -3229499.063204 + Penalty 3369.561562 = -3226129.501642
  nChanged 1963
		SP:Iteration 7F (71070.360000 sec): 3 clusters
  Score: Raw -3230827.537241 + Penalty 3369.561562 = -3227457.975680
  nChanged 1755
		SP:Iteration 8F (71070.710000 sec): 3 clusters
  Score: Raw -3232120.543478 + Penalty 3369.561562 = -3228750.981917
  nChanged 1457
		SP:Iteration 9Q (71071.050000 sec): 3 clusters
  Score: Raw -3233145.037037 + Penalty 3369.561562 = -3229775.475475
  nChanged 1144
		SP:Iteration 10Q (71071.460000 sec): 3 clusters
  Score: Raw -3233875.627014 + Penalty 3369.561562 = -3230506.065453
  nChanged 913
		SP:Iteration 11Q (71071.840000 sec): 3 clusters
  Score: Raw -3234392.449331 + Penalty 3369.561562 = -3231022.887770
  nChanged 778
		SP:Iteration 12Q (71072.270000 sec): 3 clusters
  Score: Raw -3234814.261969 + Penalty 3369.561562 = -3231444.700407
  nChanged 673
		SP:Iteration 13Q (71072.680000 sec): 3 clusters
  Score: Raw -3235182.960366 + Penalty 3369.561562 = -3231813.398804
  nChanged 599
		SP:Iteration 14Q (71073.080000 sec): 3 clusters
  Score: Raw -3235512.759387 + Penalty 3369.561562 = -3232143.197825
  nChanged 548
		SP:Iteration 15Q (71073.400000 sec): 3 clusters
  Score: Raw -3235832.337508 + Penalty 3369.561562 = -3232462.775946
  nChanged 441
		SP:Iteration 16Q (71073.770000 sec): 3 clusters
  Score: Raw -3236098.816574 + Penalty 3369.561562 = -3232729.255012
  nChanged 358
		SP:Iteration 17Q (71074.120000 sec): 3 clusters
  Score: Raw -3236337.415049 + Penalty 3369.561562 = -3232967.853488
  nChanged 276
		SP:Iteration 18Q (71074.500000 sec): 3 clusters
  Score: Raw -3236541.481195 + Penalty 3369.561562 = -3233171.919634
  nChanged 268
		SP:Iteration 19Q (71074.840000 sec): 3 clusters
  Score: Raw -3236767.692204 + Penalty 3369.561562 = -3233398.130643
  nChanged 239
		SP:Iteration 20F (71075.210000 sec): 3 clusters
  Score: Raw -3236949.104471 + Penalty 3369.561562 = -3233579.542909
  nChanged 176
		SP:Iteration 21Q (71075.540000 sec): 3 clusters
  Score: Raw -3237051.251310 + Penalty 3369.561562 = -3233681.689748
  nChanged 139
		SP:Iteration 22Q (71075.880000 sec): 3 clusters
  Score: Raw -3237109.596106 + Penalty 3369.561562 = -3233740.034545
  nChanged 118
		SP:Iteration 23Q (71076.280000 sec): 3 clusters
  Score: Raw -3237142.418645 + Penalty 3369.561562 = -3233772.857084
  nChanged 82
		SP:Iteration 24Q (71076.640000 sec): 3 clusters
  Score: Raw -3237162.924752 + Penalty 3369.561562 = -3233793.363190
  nChanged 59
		SP:Iteration 25Q (71076.950000 sec): 3 clusters
  Score: Raw -3237175.882447 + Penalty 3369.561562 = -3233806.320886
  nChanged 49
		SP:Iteration 26Q (71077.280000 sec): 3 clusters
  Score: Raw -3237188.667885 + Penalty 3369.561562 = -3233819.106324
  nChanged 53
		SP:Iteration 27Q (71077.610000 sec): 3 clusters
  Score: Raw -3237203.050959 + Penalty 3369.561562 = -3233833.489397
  nChanged 42
		SP:Iteration 28Q (71077.900000 sec): 3 clusters
  Score: Raw -3237211.560602 + Penalty 3369.561562 = -3233841.999040
  nChanged 38
		SP:Iteration 29Q (71078.250000 sec): 3 clusters
  Score: Raw -3237217.390233 + Penalty 3369.561562 = -3233847.828671
  nChanged 29
		SP:Iteration 30Q (71078.570000 sec): 3 clusters
  Score: Raw -3237221.759440 + Penalty 3369.561562 = -3233852.197879
  nChanged 18
		SP:Iteration 31Q (71078.920000 sec): 3 clusters
  Score: Raw -3237225.661807 + Penalty 3369.561562 = -3233856.100245
  nChanged 19
		SP:Iteration 32Q (71079.340000 sec): 3 clusters
  Score: Raw -3237228.596073 + Penalty 3369.561562 = -3233859.034512
  nChanged 13
		SP:Iteration 33Q (71079.680000 sec): 3 clusters
  Score: Raw -3237230.704973 + Penalty 3369.561562 = -3233861.143411
  nChanged 12
		SP:Iteration 34Q (71079.980000 sec): 3 clusters
  Score: Raw -3237232.697635 + Penalty 3369.561562 = -3233863.136073
  nChanged 11
		SP:Iteration 35Q (71080.300000 sec): 3 clusters
  Score: Raw -3237234.513811 + Penalty 3369.561562 = -3233864.952249
  nChanged 8
		SP:Iteration 36Q (71080.600000 sec): 3 clusters
  Score: Raw -3237235.810977 + Penalty 3369.561562 = -3233866.249415
  nChanged 6
		SP:Iteration 37Q (71080.880000 sec): 3 clusters
  Score: Raw -3237236.549032 + Penalty 3369.561562 = -3233866.987470
  nChanged 5
		SP:Iteration 38Q (71081.240000 sec): 3 clusters
  Score: Raw -3237237.363443 + Penalty 3369.561562 = -3233867.801882
  nChanged 4
		SP:Iteration 39Q (71081.600000 sec): 3 clusters
  Score: Raw -3237237.811585 + Penalty 3369.561562 = -3233868.250023
  nChanged 1
		SP:Iteration 40F (71081.960000 sec): 3 clusters
  Score: Raw -3237237.919084 + Penalty 3369.561562 = -3233868.357522
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 16 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71082.060000 sec): 2 clusters
  Score: Raw -60384.218421 + Penalty 1040.849624 = -59343.368797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71082.190000 sec): 3 clusters
  Score: Raw -60300.473017 + Penalty 2081.699249 = -58218.773768
  nChanged 156
		SP:Iteration 1F (71082.420000 sec): 3 clusters
  Score: Raw -60522.065845 + Penalty 2081.699249 = -58440.366596
  nChanged 50
		SP:Iteration 2F (71082.560000 sec): 3 clusters
  Score: Raw -60614.721563 + Penalty 2081.699249 = -58533.022314
  nChanged 28
		SP:Iteration 3Q (71082.810000 sec): 3 clusters
  Score: Raw -60670.328443 + Penalty 2081.699249 = -58588.629194
  nChanged 26
		SP:Iteration 4Q (71082.980000 sec): 3 clusters
  Score: Raw -60725.006535 + Penalty 2081.699249 = -58643.307286
  nChanged 18
		SP:Iteration 5Q (71083.120000 sec): 3 clusters
  Score: Raw -60751.906311 + Penalty 2081.699249 = -58670.207062
  nChanged 14
		SP:Iteration 6Q (71083.250000 sec): 3 clusters
  Score: Raw -60777.293782 + Penalty 2081.699249 = -58695.594533
  nChanged 9
		SP:Iteration 7Q (71083.460000 sec): 3 clusters
  Score: Raw -60797.561912 + Penalty 2081.699249 = -58715.862663
  nChanged 4
		SP:Iteration 8Q (71083.640000 sec): 3 clusters
  Score: Raw -60811.182096 + Penalty 2081.699249 = -58729.482848
  nChanged 7
		SP:Iteration 9Q (71083.760000 sec): 3 clusters
  Score: Raw -60838.278908 + Penalty 2081.699249 = -58756.579659
  nChanged 9
		SP:Iteration 10Q (71083.980000 sec): 3 clusters
  Score: Raw -60905.970155 + Penalty 2081.699249 = -58824.270906
  nChanged 13
		SP:Iteration 11Q (71084.130000 sec): 3 clusters
  Score: Raw -60933.556834 + Penalty 2081.699249 = -58851.857585
  nChanged 9
		SP:Iteration 12Q (71084.310000 sec): 3 clusters
  Score: Raw -60950.950029 + Penalty 2081.699249 = -58869.250780
  nChanged 6
		SP:Iteration 13Q (71084.440000 sec): 3 clusters
  Score: Raw -60965.081502 + Penalty 2081.699249 = -58883.382253
  nChanged 4
		SP:Iteration 14Q (71084.560000 sec): 3 clusters
  Score: Raw -60969.397046 + Penalty 2081.699249 = -58887.697798
  nChanged 4
		SP:Iteration 15Q (71084.670000 sec): 3 clusters
  Score: Raw -60978.644928 + Penalty 2081.699249 = -58896.945679
  nChanged 4
		SP:Iteration 16Q (71084.830000 sec): 3 clusters
  Score: Raw -60987.871602 + Penalty 2081.699249 = -58906.172353
  nChanged 7
		SP:Iteration 17Q (71085.000000 sec): 3 clusters
  Score: Raw -61000.366184 + Penalty 2081.699249 = -58918.666935
  nChanged 5
		SP:Iteration 18Q (71085.180000 sec): 3 clusters
  Score: Raw -61010.106878 + Penalty 2081.699249 = -58928.407629
  nChanged 3
		SP:Iteration 19Q (71085.340000 sec): 3 clusters
  Score: Raw -61013.506950 + Penalty 2081.699249 = -58931.807701
  nChanged 3
		SP:Iteration 20F (71085.470000 sec): 3 clusters
  Score: Raw -61018.338963 + Penalty 2081.699249 = -58936.639715
  nChanged 1
		SP:Iteration 21Q (71085.660000 sec): 3 clusters
  Score: Raw -61019.260323 + Penalty 2081.699249 = -58937.561075
  nChanged 1
		SP:Iteration 22Q (71085.780000 sec): 3 clusters
  Score: Raw -61020.519768 + Penalty 2081.699249 = -58938.820519
  nChanged 0
		SP:Iteration 23F (71085.940000 sec): 3 clusters
  Score: Raw -61020.519768 + Penalty 2081.699249 = -58938.820519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 17 (14165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71086.120000 sec): 2 clusters
  Score: Raw -1501020.614888 + Penalty 1553.261029 = -1499467.353858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71086.380000 sec): 3 clusters
  Score: Raw -1492787.660230 + Penalty 3106.522059 = -1489681.138171
  nChanged 6227
		SP:Iteration 1F (71086.690000 sec): 3 clusters
  Score: Raw -1496180.709604 + Penalty 3106.522059 = -1493074.187545
  nChanged 823
		SP:Iteration 2F (71086.950000 sec): 3 clusters
  Score: Raw -1496517.417530 + Penalty 3106.522059 = -1493410.895471
  nChanged 726
		SP:Iteration 3F (71087.170000 sec): 3 clusters
  Score: Raw -1496829.515249 + Penalty 3106.522059 = -1493722.993190
  nChanged 694
		SP:Iteration 4Q (71087.440000 sec): 3 clusters
  Score: Raw -1497180.672655 + Penalty 3106.522059 = -1494074.150596
  nChanged 713
		SP:Iteration 5F (71087.660000 sec): 3 clusters
  Score: Raw -1497600.286345 + Penalty 3106.522059 = -1494493.764286
  nChanged 757
		SP:Iteration 6F (71087.930000 sec): 3 clusters
  Score: Raw -1498107.177414 + Penalty 3106.522059 = -1495000.655355
  nChanged 791
		SP:Iteration 7F (71088.180000 sec): 3 clusters
  Score: Raw -1498716.861691 + Penalty 3106.522059 = -1495610.339632
  nChanged 782
		SP:Iteration 8F (71088.450000 sec): 3 clusters
  Score: Raw -1499303.929865 + Penalty 3106.522059 = -1496197.407806
  nChanged 711
		SP:Iteration 9F (71088.670000 sec): 3 clusters
  Score: Raw -1499759.368788 + Penalty 3106.522059 = -1496652.846729
  nChanged 606
		SP:Iteration 10Q (71088.900000 sec): 3 clusters
  Score: Raw -1500086.619168 + Penalty 3106.522059 = -1496980.097109
  nChanged 478
		SP:Iteration 11Q (71089.190000 sec): 3 clusters
  Score: Raw -1500288.447777 + Penalty 3106.522059 = -1497181.925718
  nChanged 373
		SP:Iteration 12Q (71089.440000 sec): 3 clusters
  Score: Raw -1500408.391605 + Penalty 3106.522059 = -1497301.869546
  nChanged 253
		SP:Iteration 13Q (71089.680000 sec): 3 clusters
  Score: Raw -1500477.318231 + Penalty 3106.522059 = -1497370.796172
  nChanged 220
		SP:Iteration 14Q (71089.980000 sec): 3 clusters
  Score: Raw -1500530.263627 + Penalty 3106.522059 = -1497423.741568
  nChanged 186
		SP:Iteration 15Q (71090.200000 sec): 3 clusters
  Score: Raw -1500570.837893 + Penalty 3106.522059 = -1497464.315834
  nChanged 154
		SP:Iteration 16Q (71090.520000 sec): 3 clusters
  Score: Raw -1500602.585247 + Penalty 3106.522059 = -1497496.063188
  nChanged 143
		SP:Iteration 17Q (71090.800000 sec): 3 clusters
  Score: Raw -1500628.530352 + Penalty 3106.522059 = -1497522.008293
  nChanged 139
		SP:Iteration 18Q (71091.080000 sec): 3 clusters
  Score: Raw -1500656.629811 + Penalty 3106.522059 = -1497550.107752
  nChanged 152
		SP:Iteration 19Q (71091.350000 sec): 3 clusters
  Score: Raw -1500690.930089 + Penalty 3106.522059 = -1497584.408030
  nChanged 142
		SP:Iteration 20F (71091.620000 sec): 3 clusters
  Score: Raw -1500717.356992 + Penalty 3106.522059 = -1497610.834933
  nChanged 118
		SP:Iteration 21Q (71091.860000 sec): 3 clusters
  Score: Raw -1500737.570486 + Penalty 3106.522059 = -1497631.048427
  nChanged 102
		SP:Iteration 22Q (71092.140000 sec): 3 clusters
  Score: Raw -1500754.761785 + Penalty 3106.522059 = -1497648.239726
  nChanged 87
		SP:Iteration 23Q (71092.400000 sec): 3 clusters
  Score: Raw -1500771.688528 + Penalty 3106.522059 = -1497665.166469
  nChanged 111
		SP:Iteration 24Q (71092.650000 sec): 3 clusters
  Score: Raw -1500791.832153 + Penalty 3106.522059 = -1497685.310094
  nChanged 111
		SP:Iteration 25Q (71092.990000 sec): 3 clusters
  Score: Raw -1500812.723645 + Penalty 3106.522059 = -1497706.201586
  nChanged 101
		SP:Iteration 26Q (71093.250000 sec): 3 clusters
  Score: Raw -1500830.813944 + Penalty 3106.522059 = -1497724.291885
  nChanged 101
		SP:Iteration 27Q (71093.550000 sec): 3 clusters
  Score: Raw -1500851.233812 + Penalty 3106.522059 = -1497744.711753
  nChanged 113
		SP:Iteration 28Q (71093.800000 sec): 3 clusters
  Score: Raw -1500873.587803 + Penalty 3106.522059 = -1497767.065744
  nChanged 114
		SP:Iteration 29Q (71094.140000 sec): 3 clusters
  Score: Raw -1500896.947865 + Penalty 3106.522059 = -1497790.425806
  nChanged 109
		SP:Iteration 30Q (71094.370000 sec): 3 clusters
  Score: Raw -1500918.992429 + Penalty 3106.522059 = -1497812.470370
  nChanged 112
		SP:Iteration 31Q (71094.670000 sec): 3 clusters
  Score: Raw -1500940.088181 + Penalty 3106.522059 = -1497833.566122
  nChanged 93
		SP:Iteration 32Q (71094.860000 sec): 3 clusters
  Score: Raw -1500959.686146 + Penalty 3106.522059 = -1497853.164087
  nChanged 80
		SP:Iteration 33Q (71095.160000 sec): 3 clusters
  Score: Raw -1500975.387077 + Penalty 3106.522059 = -1497868.865018
  nChanged 76
		SP:Iteration 34Q (71095.390000 sec): 3 clusters
  Score: Raw -1500990.977920 + Penalty 3106.522059 = -1497884.455861
  nChanged 82
		SP:Iteration 35Q (71095.630000 sec): 3 clusters
  Score: Raw -1501006.366241 + Penalty 3106.522059 = -1497899.844182
  nChanged 86
		SP:Iteration 36Q (71095.940000 sec): 3 clusters
  Score: Raw -1501022.603104 + Penalty 3106.522059 = -1497916.081045
  nChanged 91
		SP:Iteration 37Q (71096.180000 sec): 3 clusters
  Score: Raw -1501043.177043 + Penalty 3106.522059 = -1497936.654984
  nChanged 91
		SP:Iteration 38Q (71096.390000 sec): 3 clusters
  Score: Raw -1501062.174734 + Penalty 3106.522059 = -1497955.652675
  nChanged 80
		SP:Iteration 39Q (71096.650000 sec): 3 clusters
  Score: Raw -1501077.175886 + Penalty 3106.522059 = -1497970.653827
  nChanged 67
		SP:Iteration 40F (71096.940000 sec): 3 clusters
  Score: Raw -1501090.915892 + Penalty 3106.522059 = -1497984.393833
  nChanged 71
		SP:Iteration 41Q (71097.210000 sec): 3 clusters
  Score: Raw -1501102.720874 + Penalty 3106.522059 = -1497996.198815
  nChanged 58
		SP:Iteration 42Q (71097.460000 sec): 3 clusters
  Score: Raw -1501113.060278 + Penalty 3106.522059 = -1498006.538219
  nChanged 49
		SP:Iteration 43Q (71097.720000 sec): 3 clusters
  Score: Raw -1501121.452161 + Penalty 3106.522059 = -1498014.930102
  nChanged 38
		SP:Iteration 44Q (71097.980000 sec): 3 clusters
  Score: Raw -1501128.582968 + Penalty 3106.522059 = -1498022.060909
  nChanged 46
		SP:Iteration 45Q (71098.210000 sec): 3 clusters
  Score: Raw -1501138.790900 + Penalty 3106.522059 = -1498032.268841
  nChanged 47
		SP:Iteration 46Q (71098.410000 sec): 3 clusters
  Score: Raw -1501147.644718 + Penalty 3106.522059 = -1498041.122659
  nChanged 42
		SP:Iteration 47Q (71098.670000 sec): 3 clusters
  Score: Raw -1501154.106380 + Penalty 3106.522059 = -1498047.584321
  nChanged 31
		SP:Iteration 48Q (71098.870000 sec): 3 clusters
  Score: Raw -1501159.085757 + Penalty 3106.522059 = -1498052.563698
  nChanged 26
		SP:Iteration 49Q (71099.090000 sec): 3 clusters
  Score: Raw -1501162.997790 + Penalty 3106.522059 = -1498056.475731
  nChanged 26
		SP:Iteration 50Q (71099.310000 sec): 3 clusters
  Score: Raw -1501166.402779 + Penalty 3106.522059 = -1498059.880720
  nChanged 18
		SP:Iteration 51Q (71099.550000 sec): 3 clusters
  Score: Raw -1501169.083423 + Penalty 3106.522059 = -1498062.561364
  nChanged 16
		SP:Iteration 52Q (71099.820000 sec): 3 clusters
  Score: Raw -1501172.332480 + Penalty 3106.522059 = -1498065.810421
  nChanged 23
		SP:Iteration 53Q (71100.040000 sec): 3 clusters
  Score: Raw -1501177.587946 + Penalty 3106.522059 = -1498071.065887
  nChanged 22
		SP:Iteration 54Q (71100.310000 sec): 3 clusters
  Score: Raw -1501180.873559 + Penalty 3106.522059 = -1498074.351500
  nChanged 21
		SP:Iteration 55Q (71100.580000 sec): 3 clusters
  Score: Raw -1501184.184709 + Penalty 3106.522059 = -1498077.662650
  nChanged 16
		SP:Iteration 56Q (71100.820000 sec): 3 clusters
  Score: Raw -1501186.689082 + Penalty 3106.522059 = -1498080.167023
  nChanged 17
		SP:Iteration 57Q (71101.080000 sec): 3 clusters
  Score: Raw -1501188.732952 + Penalty 3106.522059 = -1498082.210893
  nChanged 20
		SP:Iteration 58Q (71101.330000 sec): 3 clusters
  Score: Raw -1501191.218810 + Penalty 3106.522059 = -1498084.696751
  nChanged 18
		SP:Iteration 59Q (71101.580000 sec): 3 clusters
  Score: Raw -1501194.076483 + Penalty 3106.522059 = -1498087.554424
  nChanged 19
		SP:Iteration 60F (71101.820000 sec): 3 clusters
  Score: Raw -1501196.948220 + Penalty 3106.522059 = -1498090.426161
  nChanged 12
		SP:Iteration 61Q (71102.070000 sec): 3 clusters
  Score: Raw -1501198.612723 + Penalty 3106.522059 = -1498092.090664
  nChanged 14
		SP:Iteration 62Q (71102.350000 sec): 3 clusters
  Score: Raw -1501200.715445 + Penalty 3106.522059 = -1498094.193386
  nChanged 19
		SP:Iteration 63Q (71102.570000 sec): 3 clusters
  Score: Raw -1501203.548296 + Penalty 3106.522059 = -1498097.026237
  nChanged 21
		SP:Iteration 64Q (71102.860000 sec): 3 clusters
  Score: Raw -1501206.436110 + Penalty 3106.522059 = -1498099.914051
  nChanged 25
		SP:Iteration 65Q (71103.090000 sec): 3 clusters
  Score: Raw -1501210.515499 + Penalty 3106.522059 = -1498103.993440
  nChanged 19
		SP:Iteration 66Q (71103.330000 sec): 3 clusters
  Score: Raw -1501213.942876 + Penalty 3106.522059 = -1498107.420817
  nChanged 18
		SP:Iteration 67Q (71103.580000 sec): 3 clusters
  Score: Raw -1501216.974845 + Penalty 3106.522059 = -1498110.452786
  nChanged 18
		SP:Iteration 68Q (71103.820000 sec): 3 clusters
  Score: Raw -1501221.304149 + Penalty 3106.522059 = -1498114.782090
  nChanged 21
		SP:Iteration 69Q (71104.070000 sec): 3 clusters
  Score: Raw -1501225.139561 + Penalty 3106.522059 = -1498118.617502
  nChanged 20
		SP:Iteration 70Q (71104.320000 sec): 3 clusters
  Score: Raw -1501228.269095 + Penalty 3106.522059 = -1498121.747036
  nChanged 17
		SP:Iteration 71Q (71104.570000 sec): 3 clusters
  Score: Raw -1501231.529787 + Penalty 3106.522059 = -1498125.007728
  nChanged 25
		SP:Iteration 72Q (71104.810000 sec): 3 clusters
  Score: Raw -1501235.728537 + Penalty 3106.522059 = -1498129.206478
  nChanged 16
		SP:Iteration 73Q (71105.060000 sec): 3 clusters
  Score: Raw -1501238.446147 + Penalty 3106.522059 = -1498131.924088
  nChanged 17
		SP:Iteration 74Q (71105.350000 sec): 3 clusters
  Score: Raw -1501241.028519 + Penalty 3106.522059 = -1498134.506460
  nChanged 16
		SP:Iteration 75Q (71105.560000 sec): 3 clusters
  Score: Raw -1501243.919745 + Penalty 3106.522059 = -1498137.397686
  nChanged 25
		SP:Iteration 76Q (71105.810000 sec): 3 clusters
  Score: Raw -1501248.696261 + Penalty 3106.522059 = -1498142.174202
  nChanged 26
		SP:Iteration 77Q (71106.050000 sec): 3 clusters
  Score: Raw -1501253.848979 + Penalty 3106.522059 = -1498147.326920
  nChanged 21
		SP:Iteration 78Q (71106.300000 sec): 3 clusters
  Score: Raw -1501257.682471 + Penalty 3106.522059 = -1498151.160412
  nChanged 18
		SP:Iteration 79Q (71106.550000 sec): 3 clusters
  Score: Raw -1501260.692146 + Penalty 3106.522059 = -1498154.170087
  nChanged 14
		SP:Iteration 80F (71106.800000 sec): 3 clusters
  Score: Raw -1501263.468792 + Penalty 3106.522059 = -1498156.946733
  nChanged 16
		SP:Iteration 81Q (71107.030000 sec): 3 clusters
  Score: Raw -1501265.979803 + Penalty 3106.522059 = -1498159.457744
  nChanged 18
		SP:Iteration 82Q (71107.300000 sec): 3 clusters
  Score: Raw -1501269.489813 + Penalty 3106.522059 = -1498162.967754
  nChanged 13
		SP:Iteration 83Q (71107.510000 sec): 3 clusters
  Score: Raw -1501271.947404 + Penalty 3106.522059 = -1498165.425345
  nChanged 8
		SP:Iteration 84Q (71107.800000 sec): 3 clusters
  Score: Raw -1501274.150227 + Penalty 3106.522059 = -1498167.628168
  nChanged 16
		SP:Iteration 85Q (71108.020000 sec): 3 clusters
  Score: Raw -1501277.335857 + Penalty 3106.522059 = -1498170.813798
  nChanged 15
		SP:Iteration 86Q (71108.240000 sec): 3 clusters
  Score: Raw -1501280.125119 + Penalty 3106.522059 = -1498173.603060
  nChanged 14
		SP:Iteration 87Q (71108.480000 sec): 3 clusters
  Score: Raw -1501282.544409 + Penalty 3106.522059 = -1498176.022350
  nChanged 14
		SP:Iteration 88Q (71108.750000 sec): 3 clusters
  Score: Raw -1501285.192222 + Penalty 3106.522059 = -1498178.670163
  nChanged 19
		SP:Iteration 89Q (71109.000000 sec): 3 clusters
  Score: Raw -1501287.982359 + Penalty 3106.522059 = -1498181.460300
  nChanged 13
		SP:Iteration 90Q (71109.240000 sec): 3 clusters
  Score: Raw -1501289.675807 + Penalty 3106.522059 = -1498183.153748
  nChanged 5
		SP:Iteration 91Q (71109.510000 sec): 3 clusters
  Score: Raw -1501290.357879 + Penalty 3106.522059 = -1498183.835820
  nChanged 3
		SP:Iteration 92Q (71109.760000 sec): 3 clusters
  Score: Raw -1501290.694159 + Penalty 3106.522059 = -1498184.172100
  nChanged 4
		SP:Iteration 93Q (71110.020000 sec): 3 clusters
  Score: Raw -1501291.267240 + Penalty 3106.522059 = -1498184.745181
  nChanged 5
		SP:Iteration 94Q (71110.290000 sec): 3 clusters
  Score: Raw -1501291.986095 + Penalty 3106.522059 = -1498185.464036
  nChanged 3
		SP:Iteration 95Q (71110.540000 sec): 3 clusters
  Score: Raw -1501292.353432 + Penalty 3106.522059 = -1498185.831373
  nChanged 1
		SP:Iteration 96Q (71110.800000 sec): 3 clusters
  Score: Raw -1501292.650176 + Penalty 3106.522059 = -1498186.128117
  nChanged 3
		SP:Iteration 97Q (71111.020000 sec): 3 clusters
  Score: Raw -1501292.900458 + Penalty 3106.522059 = -1498186.378399
  nChanged 1
		SP:Iteration 98Q (71111.260000 sec): 3 clusters
  Score: Raw -1501292.992522 + Penalty 3106.522059 = -1498186.470463
  nChanged 2
		SP:Iteration 99Q (71111.520000 sec): 3 clusters
  Score: Raw -1501293.355603 + Penalty 3106.522059 = -1498186.833544
  nChanged 3
		SP:Iteration 100F (71111.770000 sec): 3 clusters
  Score: Raw -1501293.805585 + Penalty 3106.522059 = -1498187.283526
  nChanged 3
		SP:Iteration 101Q (71112.010000 sec): 3 clusters
  Score: Raw -1501294.302333 + Penalty 3106.522059 = -1498187.780274
  nChanged 3
		SP:Iteration 102Q (71112.210000 sec): 3 clusters
  Score: Raw -1501294.927609 + Penalty 3106.522059 = -1498188.405550
  nChanged 4
		SP:Iteration 103Q (71112.470000 sec): 3 clusters
  Score: Raw -1501295.967489 + Penalty 3106.522059 = -1498189.445430
  nChanged 3
		SP:Iteration 104Q (71112.690000 sec): 3 clusters
  Score: Raw -1501296.428394 + Penalty 3106.522059 = -1498189.906335
  nChanged 4
		SP:Iteration 105Q (71112.930000 sec): 3 clusters
  Score: Raw -1501297.593953 + Penalty 3106.522059 = -1498191.071894
  nChanged 7
		SP:Iteration 106Q (71113.160000 sec): 3 clusters
  Score: Raw -1501298.709059 + Penalty 3106.522059 = -1498192.187000
  nChanged 4
		SP:Iteration 107Q (71113.430000 sec): 3 clusters
  Score: Raw -1501299.247081 + Penalty 3106.522059 = -1498192.725022
  nChanged 4
		SP:Iteration 108Q (71113.690000 sec): 3 clusters
  Score: Raw -1501300.104676 + Penalty 3106.522059 = -1498193.582617
  nChanged 5
		SP:Iteration 109Q (71113.910000 sec): 3 clusters
  Score: Raw -1501301.078633 + Penalty 3106.522059 = -1498194.556574
  nChanged 7
		SP:Iteration 110Q (71114.140000 sec): 3 clusters
  Score: Raw -1501302.935870 + Penalty 3106.522059 = -1498196.413811
  nChanged 10
		SP:Iteration 111Q (71114.370000 sec): 3 clusters
  Score: Raw -1501304.785189 + Penalty 3106.522059 = -1498198.263130
  nChanged 7
		SP:Iteration 112Q (71114.570000 sec): 3 clusters
  Score: Raw -1501306.562608 + Penalty 3106.522059 = -1498200.040549
  nChanged 9
		SP:Iteration 113Q (71114.850000 sec): 3 clusters
  Score: Raw -1501308.067839 + Penalty 3106.522059 = -1498201.545780
  nChanged 9
		SP:Iteration 114Q (71115.120000 sec): 3 clusters
  Score: Raw -1501309.493878 + Penalty 3106.522059 = -1498202.971819
  nChanged 6
		SP:Iteration 115Q (71115.420000 sec): 3 clusters
  Score: Raw -1501310.649247 + Penalty 3106.522059 = -1498204.127188
  nChanged 6
		SP:Iteration 116Q (71115.670000 sec): 3 clusters
  Score: Raw -1501311.908421 + Penalty 3106.522059 = -1498205.386362
  nChanged 9
		SP:Iteration 117Q (71115.910000 sec): 3 clusters
  Score: Raw -1501313.443791 + Penalty 3106.522059 = -1498206.921732
  nChanged 9
		SP:Iteration 118Q (71116.170000 sec): 3 clusters
  Score: Raw -1501314.551477 + Penalty 3106.522059 = -1498208.029418
  nChanged 8
		SP:Iteration 119Q (71116.440000 sec): 3 clusters
  Score: Raw -1501316.370994 + Penalty 3106.522059 = -1498209.848935
  nChanged 7
		SP:Iteration 120F (71116.710000 sec): 3 clusters
  Score: Raw -1501317.506104 + Penalty 3106.522059 = -1498210.984045
  nChanged 7
		SP:Iteration 121Q (71116.990000 sec): 3 clusters
  Score: Raw -1501318.395546 + Penalty 3106.522059 = -1498211.873487
  nChanged 4
		SP:Iteration 122Q (71117.210000 sec): 3 clusters
  Score: Raw -1501319.281868 + Penalty 3106.522059 = -1498212.759809
  nChanged 4
		SP:Iteration 123Q (71117.430000 sec): 3 clusters
  Score: Raw -1501319.743238 + Penalty 3106.522059 = -1498213.221179
  nChanged 4
		SP:Iteration 124Q (71117.720000 sec): 3 clusters
  Score: Raw -1501320.364423 + Penalty 3106.522059 = -1498213.842364
  nChanged 5
		SP:Iteration 125Q (71117.930000 sec): 3 clusters
  Score: Raw -1501321.052085 + Penalty 3106.522059 = -1498214.530026
  nChanged 1
		SP:Iteration 126Q (71118.130000 sec): 3 clusters
  Score: Raw -1501321.157322 + Penalty 3106.522059 = -1498214.635263
  nChanged 0
		SP:Iteration 127F (71118.450000 sec): 3 clusters
  Score: Raw -1501321.157322 + Penalty 3106.522059 = -1498214.635263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 18 (23874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71118.650000 sec): 2 clusters
  Score: Raw -2483092.741448 + Penalty 1638.088608 = -2481454.652840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71118.980000 sec): 3 clusters
  Score: Raw -2468636.434451 + Penalty 3276.177216 = -2465360.257235
  nChanged 10853
		SP:Iteration 1F (71119.340000 sec): 3 clusters
  Score: Raw -2474575.400325 + Penalty 3276.177216 = -2471299.223109
  nChanged 1277
		SP:Iteration 2F (71119.630000 sec): 3 clusters
  Score: Raw -2475059.498796 + Penalty 3276.177216 = -2471783.321580
  nChanged 1197
		SP:Iteration 3F (71119.970000 sec): 3 clusters
  Score: Raw -2475548.599094 + Penalty 3276.177216 = -2472272.421878
  nChanged 1213
		SP:Iteration 4F (71120.270000 sec): 3 clusters
  Score: Raw -2476080.375441 + Penalty 3276.177216 = -2472804.198225
  nChanged 1272
		SP:Iteration 5F (71120.510000 sec): 3 clusters
  Score: Raw -2476660.304892 + Penalty 3276.177216 = -2473384.127677
  nChanged 1286
		SP:Iteration 6F (71120.840000 sec): 3 clusters
  Score: Raw -2477278.702860 + Penalty 3276.177216 = -2474002.525644
  nChanged 1210
		SP:Iteration 7F (71121.220000 sec): 3 clusters
  Score: Raw -2477865.590355 + Penalty 3276.177216 = -2474589.413139
  nChanged 1121
		SP:Iteration 8Q (71121.540000 sec): 3 clusters
  Score: Raw -2478422.012148 + Penalty 3276.177216 = -2475145.834932
  nChanged 1045
		SP:Iteration 9Q (71121.850000 sec): 3 clusters
  Score: Raw -2478950.663563 + Penalty 3276.177216 = -2475674.486348
  nChanged 911
		SP:Iteration 10Q (71122.240000 sec): 3 clusters
  Score: Raw -2479402.409544 + Penalty 3276.177216 = -2476126.232328
  nChanged 796
		SP:Iteration 11Q (71122.570000 sec): 3 clusters
  Score: Raw -2479776.747392 + Penalty 3276.177216 = -2476500.570176
  nChanged 687
		SP:Iteration 12Q (71122.860000 sec): 3 clusters
  Score: Raw -2480090.191541 + Penalty 3276.177216 = -2476814.014325
  nChanged 598
		SP:Iteration 13Q (71123.170000 sec): 3 clusters
  Score: Raw -2480356.744227 + Penalty 3276.177216 = -2477080.567011
  nChanged 525
		SP:Iteration 14Q (71123.530000 sec): 3 clusters
  Score: Raw -2480584.180396 + Penalty 3276.177216 = -2477308.003180
  nChanged 463
		SP:Iteration 15Q (71123.820000 sec): 3 clusters
  Score: Raw -2480786.845808 + Penalty 3276.177216 = -2477510.668592
  nChanged 460
		SP:Iteration 16Q (71124.180000 sec): 3 clusters
  Score: Raw -2480995.958799 + Penalty 3276.177216 = -2477719.781584
  nChanged 433
		SP:Iteration 17Q (71124.490000 sec): 3 clusters
  Score: Raw -2481194.016715 + Penalty 3276.177216 = -2477917.839499
  nChanged 444
		SP:Iteration 18Q (71124.760000 sec): 3 clusters
  Score: Raw -2481384.908447 + Penalty 3276.177216 = -2478108.731231
  nChanged 395
		SP:Iteration 19Q (71125.050000 sec): 3 clusters
  Score: Raw -2481553.164331 + Penalty 3276.177216 = -2478276.987115
  nChanged 392
		SP:Iteration 20F (71125.310000 sec): 3 clusters
  Score: Raw -2481722.532186 + Penalty 3276.177216 = -2478446.354970
  nChanged 382
		SP:Iteration 21Q (71125.630000 sec): 3 clusters
  Score: Raw -2481887.428875 + Penalty 3276.177216 = -2478611.251659
  nChanged 374
		SP:Iteration 22Q (71125.980000 sec): 3 clusters
  Score: Raw -2482059.647445 + Penalty 3276.177216 = -2478783.470229
  nChanged 343
		SP:Iteration 23Q (71126.230000 sec): 3 clusters
  Score: Raw -2482219.280098 + Penalty 3276.177216 = -2478943.102882
  nChanged 338
		SP:Iteration 24Q (71126.520000 sec): 3 clusters
  Score: Raw -2482368.043543 + Penalty 3276.177216 = -2479091.866327
  nChanged 283
		SP:Iteration 25Q (71126.830000 sec): 3 clusters
  Score: Raw -2482505.398006 + Penalty 3276.177216 = -2479229.220790
  nChanged 279
		SP:Iteration 26Q (71127.090000 sec): 3 clusters
  Score: Raw -2482646.387168 + Penalty 3276.177216 = -2479370.209952
  nChanged 249
		SP:Iteration 27Q (71127.400000 sec): 3 clusters
  Score: Raw -2482770.188035 + Penalty 3276.177216 = -2479494.010819
  nChanged 232
		SP:Iteration 28Q (71127.740000 sec): 3 clusters
  Score: Raw -2482896.148929 + Penalty 3276.177216 = -2479619.971713
  nChanged 201
		SP:Iteration 29Q (71128.060000 sec): 3 clusters
  Score: Raw -2483007.484709 + Penalty 3276.177216 = -2479731.307493
  nChanged 162
		SP:Iteration 30Q (71128.330000 sec): 3 clusters
  Score: Raw -2483089.904746 + Penalty 3276.177216 = -2479813.727530
  nChanged 143
		SP:Iteration 31Q (71128.650000 sec): 3 clusters
  Score: Raw -2483158.805589 + Penalty 3276.177216 = -2479882.628373
  nChanged 124
		SP:Iteration 32Q (71128.960000 sec): 3 clusters
  Score: Raw -2483217.095619 + Penalty 3276.177216 = -2479940.918403
  nChanged 115
		SP:Iteration 33Q (71129.310000 sec): 3 clusters
  Score: Raw -2483266.640524 + Penalty 3276.177216 = -2479990.463308
  nChanged 70
		SP:Iteration 34Q (71129.620000 sec): 3 clusters
  Score: Raw -2483296.124522 + Penalty 3276.177216 = -2480019.947306
  nChanged 52
		SP:Iteration 35Q (71129.900000 sec): 3 clusters
  Score: Raw -2483319.140032 + Penalty 3276.177216 = -2480042.962816
  nChanged 39
		SP:Iteration 36Q (71130.210000 sec): 3 clusters
  Score: Raw -2483335.488423 + Penalty 3276.177216 = -2480059.311207
  nChanged 36
		SP:Iteration 37Q (71130.520000 sec): 3 clusters
  Score: Raw -2483352.817154 + Penalty 3276.177216 = -2480076.639938
  nChanged 37
		SP:Iteration 38Q (71130.830000 sec): 3 clusters
  Score: Raw -2483370.150795 + Penalty 3276.177216 = -2480093.973579
  nChanged 30
		SP:Iteration 39Q (71131.080000 sec): 3 clusters
  Score: Raw -2483380.876199 + Penalty 3276.177216 = -2480104.698983
  nChanged 27
		SP:Iteration 40F (71131.380000 sec): 3 clusters
  Score: Raw -2483390.620501 + Penalty 3276.177216 = -2480114.443285
  nChanged 24
		SP:Iteration 41Q (71131.650000 sec): 3 clusters
  Score: Raw -2483399.463710 + Penalty 3276.177216 = -2480123.286494
  nChanged 21
		SP:Iteration 42Q (71131.900000 sec): 3 clusters
  Score: Raw -2483408.581422 + Penalty 3276.177216 = -2480132.404206
  nChanged 25
		SP:Iteration 43Q (71132.210000 sec): 3 clusters
  Score: Raw -2483418.531422 + Penalty 3276.177216 = -2480142.354206
  nChanged 23
		SP:Iteration 44Q (71132.530000 sec): 3 clusters
  Score: Raw -2483427.629207 + Penalty 3276.177216 = -2480151.451991
  nChanged 17
		SP:Iteration 45Q (71132.860000 sec): 3 clusters
  Score: Raw -2483432.843739 + Penalty 3276.177216 = -2480156.666523
  nChanged 18
		SP:Iteration 46Q (71133.180000 sec): 3 clusters
  Score: Raw -2483438.797190 + Penalty 3276.177216 = -2480162.619974
  nChanged 9
		SP:Iteration 47Q (71133.510000 sec): 3 clusters
  Score: Raw -2483441.029868 + Penalty 3276.177216 = -2480164.852652
  nChanged 7
		SP:Iteration 48Q (71133.740000 sec): 3 clusters
  Score: Raw -2483443.345132 + Penalty 3276.177216 = -2480167.167916
  nChanged 12
		SP:Iteration 49Q (71134.090000 sec): 3 clusters
  Score: Raw -2483447.931499 + Penalty 3276.177216 = -2480171.754283
  nChanged 9
		SP:Iteration 50Q (71134.420000 sec): 3 clusters
  Score: Raw -2483450.562829 + Penalty 3276.177216 = -2480174.385613
  nChanged 6
		SP:Iteration 51Q (71134.730000 sec): 3 clusters
  Score: Raw -2483452.842311 + Penalty 3276.177216 = -2480176.665095
  nChanged 7
		SP:Iteration 52Q (71134.980000 sec): 3 clusters
  Score: Raw -2483455.184566 + Penalty 3276.177216 = -2480179.007350
  nChanged 4
		SP:Iteration 53Q (71135.320000 sec): 3 clusters
  Score: Raw -2483457.221046 + Penalty 3276.177216 = -2480181.043830
  nChanged 4
		SP:Iteration 54Q (71135.570000 sec): 3 clusters
  Score: Raw -2483458.886808 + Penalty 3276.177216 = -2480182.709592
  nChanged 5
		SP:Iteration 55Q (71135.860000 sec): 3 clusters
  Score: Raw -2483460.518251 + Penalty 3276.177216 = -2480184.341036
  nChanged 3
		SP:Iteration 56Q (71136.120000 sec): 3 clusters
  Score: Raw -2483461.855217 + Penalty 3276.177216 = -2480185.678001
  nChanged 1
		SP:Iteration 57Q (71136.400000 sec): 3 clusters
  Score: Raw -2483461.992957 + Penalty 3276.177216 = -2480185.815741
  nChanged 0
		SP:Iteration 58F (71136.710000 sec): 3 clusters
  Score: Raw -2483461.992957 + Penalty 3276.177216 = -2480185.815741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 19 (4102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71136.850000 sec): 2 clusters
  Score: Raw -394724.147117 + Penalty 1351.874865 = -393372.272252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71137.110000 sec): 3 clusters
  Score: Raw -392689.850320 + Penalty 2703.749730 = -389986.100590
  nChanged 1665
		SP:Iteration 1F (71137.300000 sec): 3 clusters
  Score: Raw -393625.822714 + Penalty 2703.749730 = -390922.072983
  nChanged 291
		SP:Iteration 2F (71137.550000 sec): 3 clusters
  Score: Raw -393792.491367 + Penalty 2703.749730 = -391088.741637
  nChanged 201
		SP:Iteration 3Q (71137.790000 sec): 3 clusters
  Score: Raw -393902.507428 + Penalty 2703.749730 = -391198.757698
  nChanged 183
		SP:Iteration 4Q (71137.980000 sec): 3 clusters
  Score: Raw -394011.009992 + Penalty 2703.749730 = -391307.260262
  nChanged 164
		SP:Iteration 5Q (71138.180000 sec): 3 clusters
  Score: Raw -394093.470357 + Penalty 2703.749730 = -391389.720627
  nChanged 111
		SP:Iteration 6Q (71138.390000 sec): 3 clusters
  Score: Raw -394152.148992 + Penalty 2703.749730 = -391448.399261
  nChanged 106
		SP:Iteration 7Q (71138.560000 sec): 3 clusters
  Score: Raw -394206.152682 + Penalty 2703.749730 = -391502.402952
  nChanged 101
		SP:Iteration 8Q (71138.750000 sec): 3 clusters
  Score: Raw -394259.245203 + Penalty 2703.749730 = -391555.495473
  nChanged 90
		SP:Iteration 9Q (71138.980000 sec): 3 clusters
  Score: Raw -394310.287480 + Penalty 2703.749730 = -391606.537750
  nChanged 84
		SP:Iteration 10Q (71139.160000 sec): 3 clusters
  Score: Raw -394354.228931 + Penalty 2703.749730 = -391650.479201
  nChanged 80
		SP:Iteration 11Q (71139.390000 sec): 3 clusters
  Score: Raw -394382.436775 + Penalty 2703.749730 = -391678.687045
  nChanged 66
		SP:Iteration 12Q (71139.570000 sec): 3 clusters
  Score: Raw -394405.019606 + Penalty 2703.749730 = -391701.269876
  nChanged 57
		SP:Iteration 13Q (71139.700000 sec): 3 clusters
  Score: Raw -394429.505846 + Penalty 2703.749730 = -391725.756116
  nChanged 55
		SP:Iteration 14Q (71139.840000 sec): 3 clusters
  Score: Raw -394453.773698 + Penalty 2703.749730 = -391750.023968
  nChanged 50
		SP:Iteration 15Q (71140.060000 sec): 3 clusters
  Score: Raw -394473.703522 + Penalty 2703.749730 = -391769.953792
  nChanged 52
		SP:Iteration 16Q (71140.250000 sec): 3 clusters
  Score: Raw -394494.466842 + Penalty 2703.749730 = -391790.717112
  nChanged 49
		SP:Iteration 17Q (71140.440000 sec): 3 clusters
  Score: Raw -394515.642881 + Penalty 2703.749730 = -391811.893151
  nChanged 41
		SP:Iteration 18Q (71140.570000 sec): 3 clusters
  Score: Raw -394529.058756 + Penalty 2703.749730 = -391825.309026
  nChanged 32
		SP:Iteration 19Q (71140.760000 sec): 3 clusters
  Score: Raw -394538.838709 + Penalty 2703.749730 = -391835.088979
  nChanged 20
		SP:Iteration 20F (71140.940000 sec): 3 clusters
  Score: Raw -394544.414980 + Penalty 2703.749730 = -391840.665250
  nChanged 25
		SP:Iteration 21Q (71141.070000 sec): 3 clusters
  Score: Raw -394551.275030 + Penalty 2703.749730 = -391847.525300
  nChanged 18
		SP:Iteration 22Q (71141.260000 sec): 3 clusters
  Score: Raw -394555.893738 + Penalty 2703.749730 = -391852.144008
  nChanged 18
		SP:Iteration 23Q (71141.410000 sec): 3 clusters
  Score: Raw -394559.435154 + Penalty 2703.749730 = -391855.685424
  nChanged 12
		SP:Iteration 24Q (71141.560000 sec): 3 clusters
  Score: Raw -394561.927387 + Penalty 2703.749730 = -391858.177657
  nChanged 14
		SP:Iteration 25Q (71141.730000 sec): 3 clusters
  Score: Raw -394565.357519 + Penalty 2703.749730 = -391861.607789
  nChanged 9
		SP:Iteration 26Q (71141.860000 sec): 3 clusters
  Score: Raw -394567.273364 + Penalty 2703.749730 = -391863.523634
  nChanged 13
		SP:Iteration 27Q (71142.000000 sec): 3 clusters
  Score: Raw -394571.500313 + Penalty 2703.749730 = -391867.750583
  nChanged 17
		SP:Iteration 28Q (71142.210000 sec): 3 clusters
  Score: Raw -394578.050261 + Penalty 2703.749730 = -391874.300531
  nChanged 24
		SP:Iteration 29Q (71142.390000 sec): 3 clusters
  Score: Raw -394587.219326 + Penalty 2703.749730 = -391883.469596
  nChanged 18
		SP:Iteration 30Q (71142.600000 sec): 3 clusters
  Score: Raw -394593.222539 + Penalty 2703.749730 = -391889.472809
  nChanged 14
		SP:Iteration 31Q (71142.760000 sec): 3 clusters
  Score: Raw -394597.685848 + Penalty 2703.749730 = -391893.936118
  nChanged 21
		SP:Iteration 32Q (71142.940000 sec): 3 clusters
  Score: Raw -394607.190943 + Penalty 2703.749730 = -391903.441213
  nChanged 32
		SP:Iteration 33Q (71143.110000 sec): 3 clusters
  Score: Raw -394622.416448 + Penalty 2703.749730 = -391918.666718
  nChanged 32
		SP:Iteration 34Q (71143.250000 sec): 3 clusters
  Score: Raw -394638.004239 + Penalty 2703.749730 = -391934.254509
  nChanged 42
		SP:Iteration 35Q (71143.420000 sec): 3 clusters
  Score: Raw -394657.414688 + Penalty 2703.749730 = -391953.664958
  nChanged 44
		SP:Iteration 36Q (71143.590000 sec): 3 clusters
  Score: Raw -394679.629290 + Penalty 2703.749730 = -391975.879560
  nChanged 46
		SP:Iteration 37Q (71143.720000 sec): 3 clusters
  Score: Raw -394708.322771 + Penalty 2703.749730 = -392004.573041
  nChanged 49
		SP:Iteration 38Q (71143.890000 sec): 3 clusters
  Score: Raw -394731.659225 + Penalty 2703.749730 = -392027.909495
  nChanged 39
		SP:Iteration 39Q (71144.100000 sec): 3 clusters
  Score: Raw -394751.023763 + Penalty 2703.749730 = -392047.274033
  nChanged 43
		SP:Iteration 40F (71144.280000 sec): 3 clusters
  Score: Raw -394770.253934 + Penalty 2703.749730 = -392066.504204
  nChanged 37
		SP:Iteration 41Q (71144.420000 sec): 3 clusters
  Score: Raw -394789.084297 + Penalty 2703.749730 = -392085.334567
  nChanged 50
		SP:Iteration 42Q (71144.620000 sec): 3 clusters
  Score: Raw -394816.757620 + Penalty 2703.749730 = -392113.007890
  nChanged 38
		SP:Iteration 43Q (71144.800000 sec): 3 clusters
  Score: Raw -394833.125106 + Penalty 2703.749730 = -392129.375376
  nChanged 38
		SP:Iteration 44Q (71145.000000 sec): 3 clusters
  Score: Raw -394849.662064 + Penalty 2703.749730 = -392145.912334
  nChanged 39
		SP:Iteration 45Q (71145.160000 sec): 3 clusters
  Score: Raw -394870.771207 + Penalty 2703.749730 = -392167.021477
  nChanged 35
		SP:Iteration 46Q (71145.330000 sec): 3 clusters
  Score: Raw -394893.596495 + Penalty 2703.749730 = -392189.846765
  nChanged 37
		SP:Iteration 47Q (71145.560000 sec): 3 clusters
  Score: Raw -394915.908212 + Penalty 2703.749730 = -392212.158482
  nChanged 26
		SP:Iteration 48Q (71145.720000 sec): 3 clusters
  Score: Raw -394928.921752 + Penalty 2703.749730 = -392225.172022
  nChanged 22
		SP:Iteration 49Q (71145.890000 sec): 3 clusters
  Score: Raw -394942.564090 + Penalty 2703.749730 = -392238.814360
  nChanged 25
		SP:Iteration 50Q (71146.030000 sec): 3 clusters
  Score: Raw -394957.826311 + Penalty 2703.749730 = -392254.076581
  nChanged 26
		SP:Iteration 51Q (71146.180000 sec): 3 clusters
  Score: Raw -394971.602992 + Penalty 2703.749730 = -392267.853262
  nChanged 26
		SP:Iteration 52Q (71146.350000 sec): 3 clusters
  Score: Raw -394986.362520 + Penalty 2703.749730 = -392282.612790
  nChanged 18
		SP:Iteration 53Q (71146.540000 sec): 3 clusters
  Score: Raw -394995.511022 + Penalty 2703.749730 = -392291.761292
  nChanged 15
		SP:Iteration 54Q (71146.710000 sec): 3 clusters
  Score: Raw -395001.404058 + Penalty 2703.749730 = -392297.654328
  nChanged 8
		SP:Iteration 55Q (71146.890000 sec): 3 clusters
  Score: Raw -395006.099737 + Penalty 2703.749730 = -392302.350006
  nChanged 9
		SP:Iteration 56Q (71147.120000 sec): 3 clusters
  Score: Raw -395009.333249 + Penalty 2703.749730 = -392305.583519
  nChanged 7
		SP:Iteration 57Q (71147.310000 sec): 3 clusters
  Score: Raw -395011.755162 + Penalty 2703.749730 = -392308.005432
  nChanged 5
		SP:Iteration 58Q (71147.500000 sec): 3 clusters
  Score: Raw -395012.876103 + Penalty 2703.749730 = -392309.126373
  nChanged 6
		SP:Iteration 59Q (71147.680000 sec): 3 clusters
  Score: Raw -395014.261240 + Penalty 2703.749730 = -392310.511510
  nChanged 5
		SP:Iteration 60F (71147.840000 sec): 3 clusters
  Score: Raw -395017.100005 + Penalty 2703.749730 = -392313.350275
  nChanged 7
		SP:Iteration 61Q (71147.980000 sec): 3 clusters
  Score: Raw -395021.800923 + Penalty 2703.749730 = -392318.051193
  nChanged 9
		SP:Iteration 62Q (71148.140000 sec): 3 clusters
  Score: Raw -395026.011307 + Penalty 2703.749730 = -392322.261577
  nChanged 10
		SP:Iteration 63Q (71148.300000 sec): 3 clusters
  Score: Raw -395031.596441 + Penalty 2703.749730 = -392327.846711
  nChanged 11
		SP:Iteration 64Q (71148.500000 sec): 3 clusters
  Score: Raw -395036.443588 + Penalty 2703.749730 = -392332.693858
  nChanged 11
		SP:Iteration 65Q (71148.630000 sec): 3 clusters
  Score: Raw -395042.295816 + Penalty 2703.749730 = -392338.546086
  nChanged 11
		SP:Iteration 66Q (71148.720000 sec): 3 clusters
  Score: Raw -395047.853245 + Penalty 2703.749730 = -392344.103515
  nChanged 10
		SP:Iteration 67Q (71148.910000 sec): 3 clusters
  Score: Raw -395051.697590 + Penalty 2703.749730 = -392347.947860
  nChanged 7
		SP:Iteration 68Q (71149.090000 sec): 3 clusters
  Score: Raw -395053.672963 + Penalty 2703.749730 = -392349.923233
  nChanged 5
		SP:Iteration 69Q (71149.290000 sec): 3 clusters
  Score: Raw -395056.349698 + Penalty 2703.749730 = -392352.599968
  nChanged 4
		SP:Iteration 70Q (71149.440000 sec): 3 clusters
  Score: Raw -395059.276994 + Penalty 2703.749730 = -392355.527264
  nChanged 8
		SP:Iteration 71Q (71149.630000 sec): 3 clusters
  Score: Raw -395065.033881 + Penalty 2703.749730 = -392361.284151
  nChanged 7
		SP:Iteration 72Q (71149.890000 sec): 3 clusters
  Score: Raw -395070.305320 + Penalty 2703.749730 = -392366.555590
  nChanged 7
		SP:Iteration 73Q (71150.080000 sec): 3 clusters
  Score: Raw -395073.795561 + Penalty 2703.749730 = -392370.045831
  nChanged 10
		SP:Iteration 74Q (71150.220000 sec): 3 clusters
  Score: Raw -395078.881919 + Penalty 2703.749730 = -392375.132189
  nChanged 6
		SP:Iteration 75Q (71150.390000 sec): 3 clusters
  Score: Raw -395081.294716 + Penalty 2703.749730 = -392377.544986
  nChanged 5
		SP:Iteration 76Q (71150.560000 sec): 3 clusters
  Score: Raw -395084.079665 + Penalty 2703.749730 = -392380.329935
  nChanged 5
		SP:Iteration 77Q (71150.730000 sec): 3 clusters
  Score: Raw -395086.273757 + Penalty 2703.749730 = -392382.524027
  nChanged 8
		SP:Iteration 78Q (71150.910000 sec): 3 clusters
  Score: Raw -395090.700749 + Penalty 2703.749730 = -392386.951019
  nChanged 10
		SP:Iteration 79Q (71151.070000 sec): 3 clusters
  Score: Raw -395095.513748 + Penalty 2703.749730 = -392391.764018
  nChanged 8
		SP:Iteration 80F (71151.240000 sec): 3 clusters
  Score: Raw -395099.406650 + Penalty 2703.749730 = -392395.656920
  nChanged 11
		SP:Iteration 81Q (71151.400000 sec): 3 clusters
  Score: Raw -395106.451098 + Penalty 2703.749730 = -392402.701368
  nChanged 16
		SP:Iteration 82Q (71151.570000 sec): 3 clusters
  Score: Raw -395114.392800 + Penalty 2703.749730 = -392410.643070
  nChanged 12
		SP:Iteration 83Q (71151.730000 sec): 3 clusters
  Score: Raw -395118.789259 + Penalty 2703.749730 = -392415.039529
  nChanged 5
		SP:Iteration 84Q (71151.890000 sec): 3 clusters
  Score: Raw -395121.615582 + Penalty 2703.749730 = -392417.865852
  nChanged 5
		SP:Iteration 85Q (71152.060000 sec): 3 clusters
  Score: Raw -395124.565779 + Penalty 2703.749730 = -392420.816049
  nChanged 9
		SP:Iteration 86Q (71152.230000 sec): 3 clusters
  Score: Raw -395129.895340 + Penalty 2703.749730 = -392426.145610
  nChanged 6
		SP:Iteration 87Q (71152.360000 sec): 3 clusters
  Score: Raw -395134.075204 + Penalty 2703.749730 = -392430.325474
  nChanged 6
		SP:Iteration 88Q (71152.530000 sec): 3 clusters
  Score: Raw -395137.936604 + Penalty 2703.749730 = -392434.186874
  nChanged 2
		SP:Iteration 89Q (71152.690000 sec): 3 clusters
  Score: Raw -395138.505974 + Penalty 2703.749730 = -392434.756244
  nChanged 1
		SP:Iteration 90Q (71152.880000 sec): 3 clusters
  Score: Raw -395138.970399 + Penalty 2703.749730 = -392435.220669
  nChanged 1
		SP:Iteration 91Q (71153.040000 sec): 3 clusters
  Score: Raw -395139.393293 + Penalty 2703.749730 = -392435.643563
  nChanged 1
		SP:Iteration 92Q (71153.210000 sec): 3 clusters
  Score: Raw -395140.432065 + Penalty 2703.749730 = -392436.682335
  nChanged 1
		SP:Iteration 93Q (71153.370000 sec): 3 clusters
  Score: Raw -395141.242427 + Penalty 2703.749730 = -392437.492697
  nChanged 0
		SP:Iteration 94F (71153.550000 sec): 3 clusters
  Score: Raw -395141.242427 + Penalty 2703.749730 = -392437.492697
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 20 (20446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71153.770000 sec): 2 clusters
  Score: Raw -2160972.481328 + Penalty 1612.900663 = -2159359.580664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71154.060000 sec): 3 clusters
  Score: Raw -2148637.023300 + Penalty 3225.801327 = -2145411.221973
  nChanged 9201
		SP:Iteration 1F (71154.320000 sec): 3 clusters
  Score: Raw -2153460.976593 + Penalty 3225.801327 = -2150235.175267
  nChanged 939
		SP:Iteration 2Q (71154.570000 sec): 3 clusters
  Score: Raw -2153744.659531 + Penalty 3225.801327 = -2150518.858204
  nChanged 851
		SP:Iteration 3Q (71154.860000 sec): 3 clusters
  Score: Raw -2154009.540761 + Penalty 3225.801327 = -2150783.739434
  nChanged 798
		SP:Iteration 4Q (71155.180000 sec): 3 clusters
  Score: Raw -2154275.056332 + Penalty 3225.801327 = -2151049.255006
  nChanged 833
		SP:Iteration 5Q (71155.420000 sec): 3 clusters
  Score: Raw -2154547.488127 + Penalty 3225.801327 = -2151321.686801
  nChanged 815
		SP:Iteration 6Q (71155.720000 sec): 3 clusters
  Score: Raw -2154827.949976 + Penalty 3225.801327 = -2151602.148649
  nChanged 827
		SP:Iteration 7Q (71156.070000 sec): 3 clusters
  Score: Raw -2155151.981282 + Penalty 3225.801327 = -2151926.179955
  nChanged 902
		SP:Iteration 8Q (71156.390000 sec): 3 clusters
  Score: Raw -2155564.708118 + Penalty 3225.801327 = -2152338.906791
  nChanged 1035
		SP:Iteration 9F (71156.680000 sec): 3 clusters
  Score: Raw -2156129.906447 + Penalty 3225.801327 = -2152904.105121
  nChanged 1132
		SP:Iteration 10F (71156.990000 sec): 3 clusters
  Score: Raw -2156870.185212 + Penalty 3225.801327 = -2153644.383886
  nChanged 1265
		SP:Iteration 11F (71157.310000 sec): 3 clusters
  Score: Raw -2157856.758849 + Penalty 3225.801327 = -2154630.957522
  nChanged 1254
		SP:Iteration 12F (71157.580000 sec): 3 clusters
  Score: Raw -2158961.287177 + Penalty 3225.801327 = -2155735.485850
  nChanged 1014
		SP:Iteration 13Q (71157.830000 sec): 3 clusters
  Score: Raw -2159906.628402 + Penalty 3225.801327 = -2156680.827075
  nChanged 642
		SP:Iteration 14Q (71158.090000 sec): 3 clusters
  Score: Raw -2160514.593097 + Penalty 3225.801327 = -2157288.791770
  nChanged 309
		SP:Iteration 15Q (71158.360000 sec): 3 clusters
  Score: Raw -2160818.827465 + Penalty 3225.801327 = -2157593.026138
  nChanged 145
		SP:Iteration 16Q (71158.710000 sec): 3 clusters
  Score: Raw -2160952.487969 + Penalty 3225.801327 = -2157726.686643
  nChanged 64
		SP:Iteration 17Q (71159.030000 sec): 3 clusters
  Score: Raw -2161013.428091 + Penalty 3225.801327 = -2157787.626765
  nChanged 33
		SP:Iteration 18Q (71159.300000 sec): 3 clusters
  Score: Raw -2161057.775571 + Penalty 3225.801327 = -2157831.974244
  nChanged 24
		SP:Iteration 19Q (71159.600000 sec): 3 clusters
  Score: Raw -2161090.800043 + Penalty 3225.801327 = -2157864.998716
  nChanged 8
		SP:Iteration 20F (71159.940000 sec): 3 clusters
  Score: Raw -2161101.142061 + Penalty 3225.801327 = -2157875.340735
  nChanged 10
		SP:Iteration 21Q (71160.220000 sec): 3 clusters
  Score: Raw -2161114.944846 + Penalty 3225.801327 = -2157889.143520
  nChanged 8
		SP:Iteration 22Q (71160.470000 sec): 3 clusters
  Score: Raw -2161126.799772 + Penalty 3225.801327 = -2157900.998446
  nChanged 6
		SP:Iteration 23Q (71160.850000 sec): 3 clusters
  Score: Raw -2161136.718222 + Penalty 3225.801327 = -2157910.916895
  nChanged 4
		SP:Iteration 24Q (71161.120000 sec): 3 clusters
  Score: Raw -2161144.282722 + Penalty 3225.801327 = -2157918.481395
  nChanged 4
		SP:Iteration 25Q (71161.370000 sec): 3 clusters
  Score: Raw -2161153.589719 + Penalty 3225.801327 = -2157927.788392
  nChanged 6
		SP:Iteration 26Q (71161.620000 sec): 3 clusters
  Score: Raw -2161162.123844 + Penalty 3225.801327 = -2157936.322518
  nChanged 5
		SP:Iteration 27Q (71161.940000 sec): 3 clusters
  Score: Raw -2161173.252761 + Penalty 3225.801327 = -2157947.451435
  nChanged 5
		SP:Iteration 28Q (71162.220000 sec): 3 clusters
  Score: Raw -2161179.403094 + Penalty 3225.801327 = -2157953.601768
  nChanged 5
		SP:Iteration 29Q (71162.490000 sec): 3 clusters
  Score: Raw -2161185.806515 + Penalty 3225.801327 = -2157960.005188
  nChanged 2
		SP:Iteration 30Q (71162.800000 sec): 3 clusters
  Score: Raw -2161188.018790 + Penalty 3225.801327 = -2157962.217463
  nChanged 0
		SP:Iteration 31F (71163.050000 sec): 3 clusters
  Score: Raw -2161188.018790 + Penalty 3225.801327 = -2157962.217463
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 21 (102272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71163.750000 sec): 2 clusters
  Score: Raw -10970593.813767 + Penalty 1874.501072 = -10968719.312696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71164.510000 sec): 3 clusters
  Score: Raw -10904063.238514 + Penalty 3749.002143 = -10900314.236371
  nChanged 48991
		SP:Iteration 1F (71165.270000 sec): 3 clusters
  Score: Raw -10932621.800702 + Penalty 3749.002143 = -10928872.798559
  nChanged 3366
		SP:Iteration 2Q (71166.060000 sec): 3 clusters
  Score: Raw -10933467.660690 + Penalty 3749.002143 = -10929718.658547
  nChanged 3367
		SP:Iteration 3Q (71166.890000 sec): 3 clusters
  Score: Raw -10934393.996690 + Penalty 3749.002143 = -10930644.994546
  nChanged 3581
		SP:Iteration 4Q (71167.730000 sec): 3 clusters
  Score: Raw -10935468.650122 + Penalty 3749.002143 = -10931719.647979
  nChanged 3787
		SP:Iteration 5Q (71168.530000 sec): 3 clusters
  Score: Raw -10936717.661212 + Penalty 3749.002143 = -10932968.659069
  nChanged 4241
		SP:Iteration 6Q (71169.280000 sec): 3 clusters
  Score: Raw -10938356.938214 + Penalty 3749.002143 = -10934607.936071
  nChanged 4921
		SP:Iteration 7Q (71170.020000 sec): 3 clusters
  Score: Raw -10940769.194710 + Penalty 3749.002143 = -10937020.192567
  nChanged 5927
		SP:Iteration 8F (71170.700000 sec): 3 clusters
  Score: Raw -10944489.408195 + Penalty 3749.002143 = -10940740.406052
  nChanged 6656
		SP:Iteration 9F (71171.390000 sec): 3 clusters
  Score: Raw -10949461.563373 + Penalty 3749.002143 = -10945712.561230
  nChanged 6423
		SP:Iteration 10F (71172.130000 sec): 3 clusters
  Score: Raw -10954211.732324 + Penalty 3749.002143 = -10950462.730181
  nChanged 5151
		SP:Iteration 11F (71172.890000 sec): 3 clusters
  Score: Raw -10957321.649121 + Penalty 3749.002143 = -10953572.646978
  nChanged 3482
		SP:Iteration 12Q (71173.690000 sec): 3 clusters
  Score: Raw -10958843.697781 + Penalty 3749.002143 = -10955094.695638
  nChanged 2405
		SP:Iteration 13Q (71174.460000 sec): 3 clusters
  Score: Raw -10959785.034400 + Penalty 3749.002143 = -10956036.032256
  nChanged 2021
		SP:Iteration 14Q (71175.220000 sec): 3 clusters
  Score: Raw -10960581.953175 + Penalty 3749.002143 = -10956832.951032
  nChanged 1905
		SP:Iteration 15Q (71176.010000 sec): 3 clusters
  Score: Raw -10961334.965612 + Penalty 3749.002143 = -10957585.963469
  nChanged 1876
		SP:Iteration 16Q (71176.820000 sec): 3 clusters
  Score: Raw -10962076.362089 + Penalty 3749.002143 = -10958327.359946
  nChanged 1814
		SP:Iteration 17Q (71177.620000 sec): 3 clusters
  Score: Raw -10962780.854513 + Penalty 3749.002143 = -10959031.852370
  nChanged 1724
		SP:Iteration 18Q (71178.360000 sec): 3 clusters
  Score: Raw -10963464.535556 + Penalty 3749.002143 = -10959715.533413
  nChanged 1670
		SP:Iteration 19Q (71179.100000 sec): 3 clusters
  Score: Raw -10964120.107432 + Penalty 3749.002143 = -10960371.105289
  nChanged 1549
		SP:Iteration 20F (71179.870000 sec): 3 clusters
  Score: Raw -10964718.993358 + Penalty 3749.002143 = -10960969.991215
  nChanged 1505
		SP:Iteration 21Q (71180.630000 sec): 3 clusters
  Score: Raw -10965323.005070 + Penalty 3749.002143 = -10961574.002927
  nChanged 1444
		SP:Iteration 22Q (71181.380000 sec): 3 clusters
  Score: Raw -10965910.087768 + Penalty 3749.002143 = -10962161.085625
  nChanged 1336
		SP:Iteration 23Q (71182.140000 sec): 3 clusters
  Score: Raw -10966429.966383 + Penalty 3749.002143 = -10962680.964239
  nChanged 1194
		SP:Iteration 24Q (71182.910000 sec): 3 clusters
  Score: Raw -10966902.438956 + Penalty 3749.002143 = -10963153.436813
  nChanged 1188
		SP:Iteration 25Q (71183.670000 sec): 3 clusters
  Score: Raw -10967376.315778 + Penalty 3749.002143 = -10963627.313635
  nChanged 1084
		SP:Iteration 26Q (71184.330000 sec): 3 clusters
  Score: Raw -10967809.229804 + Penalty 3749.002143 = -10964060.227661
  nChanged 985
		SP:Iteration 27Q (71185.010000 sec): 3 clusters
  Score: Raw -10968187.628458 + Penalty 3749.002143 = -10964438.626315
  nChanged 869
		SP:Iteration 28Q (71185.700000 sec): 3 clusters
  Score: Raw -10968518.216180 + Penalty 3749.002143 = -10964769.214037
  nChanged 807
		SP:Iteration 29Q (71186.450000 sec): 3 clusters
  Score: Raw -10968833.149529 + Penalty 3749.002143 = -10965084.147386
  nChanged 745
		SP:Iteration 30Q (71187.150000 sec): 3 clusters
  Score: Raw -10969121.437326 + Penalty 3749.002143 = -10965372.435183
  nChanged 668
		SP:Iteration 31Q (71187.870000 sec): 3 clusters
  Score: Raw -10969375.898657 + Penalty 3749.002143 = -10965626.896514
  nChanged 613
		SP:Iteration 32Q (71188.540000 sec): 3 clusters
  Score: Raw -10969611.441011 + Penalty 3749.002143 = -10965862.438868
  nChanged 566
		SP:Iteration 33Q (71189.150000 sec): 3 clusters
  Score: Raw -10969822.583029 + Penalty 3749.002143 = -10966073.580886
  nChanged 523
		SP:Iteration 34Q (71189.920000 sec): 3 clusters
  Score: Raw -10970013.967897 + Penalty 3749.002143 = -10966264.965754
  nChanged 483
		SP:Iteration 35Q (71190.640000 sec): 3 clusters
  Score: Raw -10970182.030792 + Penalty 3749.002143 = -10966433.028649
  nChanged 419
		SP:Iteration 36Q (71191.350000 sec): 3 clusters
  Score: Raw -10970315.820919 + Penalty 3749.002143 = -10966566.818776
  nChanged 352
		SP:Iteration 37Q (71192.150000 sec): 3 clusters
  Score: Raw -10970424.057887 + Penalty 3749.002143 = -10966675.055744
  nChanged 335
		SP:Iteration 38Q (71192.950000 sec): 3 clusters
  Score: Raw -10970520.317582 + Penalty 3749.002143 = -10966771.315439
  nChanged 297
		SP:Iteration 39Q (71193.770000 sec): 3 clusters
  Score: Raw -10970606.948569 + Penalty 3749.002143 = -10966857.946426
  nChanged 258
		SP:Iteration 40F (71194.660000 sec): 3 clusters
  Score: Raw -10970682.846156 + Penalty 3749.002143 = -10966933.844013
  nChanged 243
		SP:Iteration 41Q (71195.510000 sec): 3 clusters
  Score: Raw -10970750.352236 + Penalty 3749.002143 = -10967001.350092
  nChanged 219
		SP:Iteration 42Q (71196.360000 sec): 3 clusters
  Score: Raw -10970809.092055 + Penalty 3749.002143 = -10967060.089912
  nChanged 181
		SP:Iteration 43Q (71197.220000 sec): 3 clusters
  Score: Raw -10970854.685480 + Penalty 3749.002143 = -10967105.683337
  nChanged 128
		SP:Iteration 44Q (71198.100000 sec): 3 clusters
  Score: Raw -10970885.326802 + Penalty 3749.002143 = -10967136.324659
  nChanged 125
		SP:Iteration 45Q (71198.790000 sec): 3 clusters
  Score: Raw -10970911.114103 + Penalty 3749.002143 = -10967162.111960
  nChanged 99
		SP:Iteration 46Q (71199.490000 sec): 3 clusters
  Score: Raw -10970931.641291 + Penalty 3749.002143 = -10967182.639148
  nChanged 95
		SP:Iteration 47Q (71200.110000 sec): 3 clusters
  Score: Raw -10970949.472799 + Penalty 3749.002143 = -10967200.470656
  nChanged 87
		SP:Iteration 48Q (71200.690000 sec): 3 clusters
  Score: Raw -10970968.158132 + Penalty 3749.002143 = -10967219.155989
  nChanged 72
		SP:Iteration 49Q (71201.260000 sec): 3 clusters
  Score: Raw -10970983.584784 + Penalty 3749.002143 = -10967234.582641
  nChanged 73
		SP:Iteration 50Q (71201.790000 sec): 3 clusters
  Score: Raw -10971001.160156 + Penalty 3749.002143 = -10967252.158012
  nChanged 84
		SP:Iteration 51Q (71202.340000 sec): 3 clusters
  Score: Raw -10971018.612214 + Penalty 3749.002143 = -10967269.610071
  nChanged 70
		SP:Iteration 52Q (71203.040000 sec): 3 clusters
  Score: Raw -10971030.842094 + Penalty 3749.002143 = -10967281.839951
  nChanged 63
		SP:Iteration 53Q (71203.630000 sec): 3 clusters
  Score: Raw -10971043.952309 + Penalty 3749.002143 = -10967294.950166
  nChanged 58
		SP:Iteration 54Q (71204.360000 sec): 3 clusters
  Score: Raw -10971054.663369 + Penalty 3749.002143 = -10967305.661226
  nChanged 63
		SP:Iteration 55Q (71205.070000 sec): 3 clusters
  Score: Raw -10971066.838973 + Penalty 3749.002143 = -10967317.836830
  nChanged 60
		SP:Iteration 56Q (71205.750000 sec): 3 clusters
  Score: Raw -10971080.281355 + Penalty 3749.002143 = -10967331.279212
  nChanged 64
		SP:Iteration 57Q (71206.440000 sec): 3 clusters
  Score: Raw -10971094.159610 + Penalty 3749.002143 = -10967345.157467
  nChanged 55
		SP:Iteration 58Q (71207.110000 sec): 3 clusters
  Score: Raw -10971104.420187 + Penalty 3749.002143 = -10967355.418044
  nChanged 46
		SP:Iteration 59Q (71207.770000 sec): 3 clusters
  Score: Raw -10971113.261480 + Penalty 3749.002143 = -10967364.259337
  nChanged 36
		SP:Iteration 60F (71208.450000 sec): 3 clusters
  Score: Raw -10971120.685788 + Penalty 3749.002143 = -10967371.683644
  nChanged 40
		SP:Iteration 61Q (71209.130000 sec): 3 clusters
  Score: Raw -10971127.676156 + Penalty 3749.002143 = -10967378.674012
  nChanged 28
		SP:Iteration 62Q (71209.740000 sec): 3 clusters
  Score: Raw -10971131.817092 + Penalty 3749.002143 = -10967382.814949
  nChanged 23
		SP:Iteration 63Q (71210.320000 sec): 3 clusters
  Score: Raw -10971135.387811 + Penalty 3749.002143 = -10967386.385668
  nChanged 16
		SP:Iteration 64Q (71210.930000 sec): 3 clusters
  Score: Raw -10971138.086080 + Penalty 3749.002143 = -10967389.083936
  nChanged 18
		SP:Iteration 65Q (71211.580000 sec): 3 clusters
  Score: Raw -10971141.238639 + Penalty 3749.002143 = -10967392.236496
  nChanged 14
		SP:Iteration 66Q (71212.190000 sec): 3 clusters
  Score: Raw -10971143.472514 + Penalty 3749.002143 = -10967394.470371
  nChanged 16
		SP:Iteration 67Q (71212.800000 sec): 3 clusters
  Score: Raw -10971145.716054 + Penalty 3749.002143 = -10967396.713911
  nChanged 13
		SP:Iteration 68Q (71213.440000 sec): 3 clusters
  Score: Raw -10971147.093134 + Penalty 3749.002143 = -10967398.090991
  nChanged 9
		SP:Iteration 69Q (71214.100000 sec): 3 clusters
  Score: Raw -10971148.170886 + Penalty 3749.002143 = -10967399.168743
  nChanged 5
		SP:Iteration 70Q (71214.720000 sec): 3 clusters
  Score: Raw -10971148.673940 + Penalty 3749.002143 = -10967399.671797
  nChanged 1
		SP:Iteration 71Q (71215.400000 sec): 3 clusters
  Score: Raw -10971148.799712 + Penalty 3749.002143 = -10967399.797569
  nChanged 1
		SP:Iteration 72Q (71216.020000 sec): 3 clusters
  Score: Raw -10971149.023143 + Penalty 3749.002143 = -10967400.021000
  nChanged 4
		SP:Iteration 73Q (71216.770000 sec): 3 clusters
  Score: Raw -10971149.665654 + Penalty 3749.002143 = -10967400.663511
  nChanged 3
		SP:Iteration 74Q (71217.410000 sec): 3 clusters
  Score: Raw -10971150.005922 + Penalty 3749.002143 = -10967401.003779
  nChanged 3
		SP:Iteration 75Q (71218.090000 sec): 3 clusters
  Score: Raw -10971150.386129 + Penalty 3749.002143 = -10967401.383986
  nChanged 2
		SP:Iteration 76Q (71218.800000 sec): 3 clusters
  Score: Raw -10971150.714768 + Penalty 3749.002143 = -10967401.712625
  nChanged 5
		SP:Iteration 77Q (71219.510000 sec): 3 clusters
  Score: Raw -10971151.508243 + Penalty 3749.002143 = -10967402.506100
  nChanged 4
		SP:Iteration 78Q (71220.170000 sec): 3 clusters
  Score: Raw -10971152.261038 + Penalty 3749.002143 = -10967403.258895
  nChanged 5
		SP:Iteration 79Q (71220.930000 sec): 3 clusters
  Score: Raw -10971152.832939 + Penalty 3749.002143 = -10967403.830796
  nChanged 6
		SP:Iteration 80F (71221.670000 sec): 3 clusters
  Score: Raw -10971153.750917 + Penalty 3749.002143 = -10967404.748774
  nChanged 12
		SP:Iteration 81Q (71222.370000 sec): 3 clusters
  Score: Raw -10971155.280022 + Penalty 3749.002143 = -10967406.277878
  nChanged 15
		SP:Iteration 82Q (71223.100000 sec): 3 clusters
  Score: Raw -10971158.131232 + Penalty 3749.002143 = -10967409.129089
  nChanged 12
		SP:Iteration 83Q (71223.790000 sec): 3 clusters
  Score: Raw -10971160.321505 + Penalty 3749.002143 = -10967411.319362
  nChanged 16
		SP:Iteration 84Q (71224.460000 sec): 3 clusters
  Score: Raw -10971162.635540 + Penalty 3749.002143 = -10967413.633397
  nChanged 10
		SP:Iteration 85Q (71225.060000 sec): 3 clusters
  Score: Raw -10971164.267618 + Penalty 3749.002143 = -10967415.265474
  nChanged 8
		SP:Iteration 86Q (71225.660000 sec): 3 clusters
  Score: Raw -10971165.378623 + Penalty 3749.002143 = -10967416.376479
  nChanged 8
		SP:Iteration 87Q (71226.220000 sec): 3 clusters
  Score: Raw -10971167.112040 + Penalty 3749.002143 = -10967418.109897
  nChanged 14
		SP:Iteration 88Q (71226.770000 sec): 3 clusters
  Score: Raw -10971169.985745 + Penalty 3749.002143 = -10967420.983602
  nChanged 16
		SP:Iteration 89Q (71227.350000 sec): 3 clusters
  Score: Raw -10971173.844123 + Penalty 3749.002143 = -10967424.841980
  nChanged 21
		SP:Iteration 90Q (71228.000000 sec): 3 clusters
  Score: Raw -10971178.790446 + Penalty 3749.002143 = -10967429.788303
  nChanged 19
		SP:Iteration 91Q (71228.670000 sec): 3 clusters
  Score: Raw -10971182.057934 + Penalty 3749.002143 = -10967433.055791
  nChanged 15
		SP:Iteration 92Q (71229.350000 sec): 3 clusters
  Score: Raw -10971184.229034 + Penalty 3749.002143 = -10967435.226891
  nChanged 10
		SP:Iteration 93Q (71230.010000 sec): 3 clusters
  Score: Raw -10971186.069714 + Penalty 3749.002143 = -10967437.067571
  nChanged 6
		SP:Iteration 94Q (71230.690000 sec): 3 clusters
  Score: Raw -10971186.730026 + Penalty 3749.002143 = -10967437.727882
  nChanged 6
		SP:Iteration 95Q (71231.330000 sec): 3 clusters
  Score: Raw -10971187.301901 + Penalty 3749.002143 = -10967438.299757
  nChanged 3
		SP:Iteration 96Q (71231.960000 sec): 3 clusters
  Score: Raw -10971187.620590 + Penalty 3749.002143 = -10967438.618446
  nChanged 3
		SP:Iteration 97Q (71232.600000 sec): 3 clusters
  Score: Raw -10971188.180632 + Penalty 3749.002143 = -10967439.178489
  nChanged 7
		SP:Iteration 98Q (71233.170000 sec): 3 clusters
  Score: Raw -10971189.484109 + Penalty 3749.002143 = -10967440.481966
  nChanged 9
		SP:Iteration 99Q (71233.800000 sec): 3 clusters
  Score: Raw -10971190.819832 + Penalty 3749.002143 = -10967441.817689
  nChanged 8
		SP:Iteration 100F (71234.520000 sec): 3 clusters
  Score: Raw -10971192.544812 + Penalty 3749.002143 = -10967443.542669
  nChanged 4
		SP:Iteration 101Q (71235.160000 sec): 3 clusters
  Score: Raw -10971193.341369 + Penalty 3749.002143 = -10967444.339226
  nChanged 8
		SP:Iteration 102Q (71235.810000 sec): 3 clusters
  Score: Raw -10971194.857360 + Penalty 3749.002143 = -10967445.855217
  nChanged 6
		SP:Iteration 103Q (71236.480000 sec): 3 clusters
  Score: Raw -10971195.626582 + Penalty 3749.002143 = -10967446.624439
  nChanged 5
		SP:Iteration 104Q (71237.090000 sec): 3 clusters
  Score: Raw -10971196.689724 + Penalty 3749.002143 = -10967447.687581
  nChanged 6
		SP:Iteration 105Q (71237.680000 sec): 3 clusters
  Score: Raw -10971197.538472 + Penalty 3749.002143 = -10967448.536329
  nChanged 3
		SP:Iteration 106Q (71238.250000 sec): 3 clusters
  Score: Raw -10971198.205984 + Penalty 3749.002143 = -10967449.203841
  nChanged 4
		SP:Iteration 107Q (71238.860000 sec): 3 clusters
  Score: Raw -10971199.073415 + Penalty 3749.002143 = -10967450.071272
  nChanged 6
		SP:Iteration 108Q (71239.480000 sec): 3 clusters
  Score: Raw -10971200.344648 + Penalty 3749.002143 = -10967451.342505
  nChanged 3
		SP:Iteration 109Q (71240.150000 sec): 3 clusters
  Score: Raw -10971200.821895 + Penalty 3749.002143 = -10967451.819752
  nChanged 0
		SP:Iteration 110F (71240.900000 sec): 3 clusters
  Score: Raw -10971200.821895 + Penalty 3749.002143 = -10967451.819752
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 22 (9012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71241.070000 sec): 2 clusters
  Score: Raw -938845.143361 + Penalty 1479.775749 = -937365.367612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71241.320000 sec): 3 clusters
  Score: Raw -933784.783640 + Penalty 2959.551498 = -930825.232142
  nChanged 3885
		SP:Iteration 1F (71241.540000 sec): 3 clusters
  Score: Raw -935941.590418 + Penalty 2959.551498 = -932982.038920
  nChanged 522
		SP:Iteration 2F (71241.780000 sec): 3 clusters
  Score: Raw -936155.842743 + Penalty 2959.551498 = -933196.291245
  nChanged 402
		SP:Iteration 3Q (71242.080000 sec): 3 clusters
  Score: Raw -936296.312217 + Penalty 2959.551498 = -933336.760719
  nChanged 327
		SP:Iteration 4Q (71242.270000 sec): 3 clusters
  Score: Raw -936408.365975 + Penalty 2959.551498 = -933448.814477
  nChanged 290
		SP:Iteration 5Q (71242.510000 sec): 3 clusters
  Score: Raw -936494.855627 + Penalty 2959.551498 = -933535.304129
  nChanged 239
		SP:Iteration 6Q (71242.770000 sec): 3 clusters
  Score: Raw -936576.369920 + Penalty 2959.551498 = -933616.818422
  nChanged 233
		SP:Iteration 7Q (71243.010000 sec): 3 clusters
  Score: Raw -936644.361488 + Penalty 2959.551498 = -933684.809990
  nChanged 179
		SP:Iteration 8Q (71243.220000 sec): 3 clusters
  Score: Raw -936698.994918 + Penalty 2959.551498 = -933739.443420
  nChanged 179
		SP:Iteration 9Q (71243.400000 sec): 3 clusters
  Score: Raw -936766.748714 + Penalty 2959.551498 = -933807.197216
  nChanged 205
		SP:Iteration 10Q (71243.600000 sec): 3 clusters
  Score: Raw -936844.311190 + Penalty 2959.551498 = -933884.759692
  nChanged 207
		SP:Iteration 11Q (71243.840000 sec): 3 clusters
  Score: Raw -936920.823130 + Penalty 2959.551498 = -933961.271632
  nChanged 222
		SP:Iteration 12Q (71244.090000 sec): 3 clusters
  Score: Raw -937015.695898 + Penalty 2959.551498 = -934056.144400
  nChanged 217
		SP:Iteration 13Q (71244.290000 sec): 3 clusters
  Score: Raw -937103.048128 + Penalty 2959.551498 = -934143.496630
  nChanged 205
		SP:Iteration 14Q (71244.480000 sec): 3 clusters
  Score: Raw -937180.471585 + Penalty 2959.551498 = -934220.920087
  nChanged 200
		SP:Iteration 15Q (71244.680000 sec): 3 clusters
  Score: Raw -937252.138531 + Penalty 2959.551498 = -934292.587033
  nChanged 202
		SP:Iteration 16Q (71244.950000 sec): 3 clusters
  Score: Raw -937323.876964 + Penalty 2959.551498 = -934364.325466
  nChanged 205
		SP:Iteration 17Q (71245.220000 sec): 3 clusters
  Score: Raw -937394.169222 + Penalty 2959.551498 = -934434.617724
  nChanged 201
		SP:Iteration 18Q (71245.470000 sec): 3 clusters
  Score: Raw -937461.176826 + Penalty 2959.551498 = -934501.625328
  nChanged 186
		SP:Iteration 19Q (71245.670000 sec): 3 clusters
  Score: Raw -937527.414509 + Penalty 2959.551498 = -934567.863011
  nChanged 173
		SP:Iteration 20F (71245.920000 sec): 3 clusters
  Score: Raw -937594.044957 + Penalty 2959.551498 = -934634.493459
  nChanged 174
		SP:Iteration 21Q (71246.190000 sec): 3 clusters
  Score: Raw -937651.993042 + Penalty 2959.551498 = -934692.441544
  nChanged 156
		SP:Iteration 22Q (71246.410000 sec): 3 clusters
  Score: Raw -937699.812168 + Penalty 2959.551498 = -934740.260670
  nChanged 165
		SP:Iteration 23Q (71246.680000 sec): 3 clusters
  Score: Raw -937752.115903 + Penalty 2959.551498 = -934792.564405
  nChanged 159
		SP:Iteration 24Q (71246.960000 sec): 3 clusters
  Score: Raw -937798.689708 + Penalty 2959.551498 = -934839.138210
  nChanged 129
		SP:Iteration 25Q (71247.140000 sec): 3 clusters
  Score: Raw -937843.542015 + Penalty 2959.551498 = -934883.990517
  nChanged 127
		SP:Iteration 26Q (71247.340000 sec): 3 clusters
  Score: Raw -937893.880661 + Penalty 2959.551498 = -934934.329163
  nChanged 132
		SP:Iteration 27Q (71247.580000 sec): 3 clusters
  Score: Raw -937947.111607 + Penalty 2959.551498 = -934987.560109
  nChanged 155
		SP:Iteration 28Q (71247.800000 sec): 3 clusters
  Score: Raw -938013.046785 + Penalty 2959.551498 = -935053.495287
  nChanged 153
		SP:Iteration 29Q (71247.970000 sec): 3 clusters
  Score: Raw -938069.755975 + Penalty 2959.551498 = -935110.204477
  nChanged 128
		SP:Iteration 30Q (71248.190000 sec): 3 clusters
  Score: Raw -938121.296678 + Penalty 2959.551498 = -935161.745180
  nChanged 162
		SP:Iteration 31Q (71248.380000 sec): 3 clusters
  Score: Raw -938185.398511 + Penalty 2959.551498 = -935225.847013
  nChanged 146
		SP:Iteration 32Q (71248.550000 sec): 3 clusters
  Score: Raw -938242.233508 + Penalty 2959.551498 = -935282.682010
  nChanged 140
		SP:Iteration 33Q (71248.800000 sec): 3 clusters
  Score: Raw -938299.313811 + Penalty 2959.551498 = -935339.762313
  nChanged 138
		SP:Iteration 34Q (71248.980000 sec): 3 clusters
  Score: Raw -938350.572164 + Penalty 2959.551498 = -935391.020666
  nChanged 134
		SP:Iteration 35Q (71249.240000 sec): 3 clusters
  Score: Raw -938400.560759 + Penalty 2959.551498 = -935441.009261
  nChanged 132
		SP:Iteration 36Q (71249.460000 sec): 3 clusters
  Score: Raw -938453.410058 + Penalty 2959.551498 = -935493.858560
  nChanged 120
		SP:Iteration 37Q (71249.660000 sec): 3 clusters
  Score: Raw -938505.892184 + Penalty 2959.551498 = -935546.340686
  nChanged 128
		SP:Iteration 38Q (71249.850000 sec): 3 clusters
  Score: Raw -938558.191448 + Penalty 2959.551498 = -935598.639950
  nChanged 106
		SP:Iteration 39Q (71250.110000 sec): 3 clusters
  Score: Raw -938593.497837 + Penalty 2959.551498 = -935633.946339
  nChanged 81
		SP:Iteration 40F (71250.330000 sec): 3 clusters
  Score: Raw -938619.955387 + Penalty 2959.551498 = -935660.403889
  nChanged 79
		SP:Iteration 41Q (71250.520000 sec): 3 clusters
  Score: Raw -938643.382811 + Penalty 2959.551498 = -935683.831313
  nChanged 58
		SP:Iteration 42Q (71250.720000 sec): 3 clusters
  Score: Raw -938661.219314 + Penalty 2959.551498 = -935701.667816
  nChanged 61
		SP:Iteration 43Q (71250.970000 sec): 3 clusters
  Score: Raw -938680.471707 + Penalty 2959.551498 = -935720.920209
  nChanged 60
		SP:Iteration 44Q (71251.230000 sec): 3 clusters
  Score: Raw -938698.426911 + Penalty 2959.551498 = -935738.875413
  nChanged 51
		SP:Iteration 45Q (71251.540000 sec): 3 clusters
  Score: Raw -938712.802280 + Penalty 2959.551498 = -935753.250782
  nChanged 50
		SP:Iteration 46Q (71251.780000 sec): 3 clusters
  Score: Raw -938729.553619 + Penalty 2959.551498 = -935770.002121
  nChanged 60
		SP:Iteration 47Q (71251.980000 sec): 3 clusters
  Score: Raw -938750.741733 + Penalty 2959.551498 = -935791.190235
  nChanged 62
		SP:Iteration 48Q (71252.190000 sec): 3 clusters
  Score: Raw -938773.258781 + Penalty 2959.551498 = -935813.707283
  nChanged 58
		SP:Iteration 49Q (71252.400000 sec): 3 clusters
  Score: Raw -938791.768120 + Penalty 2959.551498 = -935832.216622
  nChanged 48
		SP:Iteration 50Q (71252.600000 sec): 3 clusters
  Score: Raw -938805.675523 + Penalty 2959.551498 = -935846.124025
  nChanged 51
		SP:Iteration 51Q (71252.810000 sec): 3 clusters
  Score: Raw -938821.600806 + Penalty 2959.551498 = -935862.049308
  nChanged 54
		SP:Iteration 52Q (71253.000000 sec): 3 clusters
  Score: Raw -938841.314042 + Penalty 2959.551498 = -935881.762544
  nChanged 52
		SP:Iteration 53Q (71253.220000 sec): 3 clusters
  Score: Raw -938858.464094 + Penalty 2959.551498 = -935898.912596
  nChanged 47
		SP:Iteration 54Q (71253.440000 sec): 3 clusters
  Score: Raw -938872.937793 + Penalty 2959.551498 = -935913.386295
  nChanged 35
		SP:Iteration 55Q (71253.620000 sec): 3 clusters
  Score: Raw -938882.426876 + Penalty 2959.551498 = -935922.875378
  nChanged 28
		SP:Iteration 56Q (71253.830000 sec): 3 clusters
  Score: Raw -938889.624861 + Penalty 2959.551498 = -935930.073363
  nChanged 30
		SP:Iteration 57Q (71254.000000 sec): 3 clusters
  Score: Raw -938898.771244 + Penalty 2959.551498 = -935939.219746
  nChanged 31
		SP:Iteration 58Q (71254.220000 sec): 3 clusters
  Score: Raw -938907.840885 + Penalty 2959.551498 = -935948.289387
  nChanged 29
		SP:Iteration 59Q (71254.440000 sec): 3 clusters
  Score: Raw -938915.579681 + Penalty 2959.551498 = -935956.028183
  nChanged 20
		SP:Iteration 60F (71254.650000 sec): 3 clusters
  Score: Raw -938921.396770 + Penalty 2959.551498 = -935961.845272
  nChanged 24
		SP:Iteration 61Q (71254.890000 sec): 3 clusters
  Score: Raw -938926.847812 + Penalty 2959.551498 = -935967.296314
  nChanged 21
		SP:Iteration 62Q (71255.100000 sec): 3 clusters
  Score: Raw -938932.381580 + Penalty 2959.551498 = -935972.830082
  nChanged 16
		SP:Iteration 63Q (71255.260000 sec): 3 clusters
  Score: Raw -938936.491780 + Penalty 2959.551498 = -935976.940282
  nChanged 18
		SP:Iteration 64Q (71255.490000 sec): 3 clusters
  Score: Raw -938941.912500 + Penalty 2959.551498 = -935982.361002
  nChanged 25
		SP:Iteration 65Q (71255.710000 sec): 3 clusters
  Score: Raw -938947.790156 + Penalty 2959.551498 = -935988.238658
  nChanged 24
		SP:Iteration 66Q (71255.950000 sec): 3 clusters
  Score: Raw -938954.468406 + Penalty 2959.551498 = -935994.916908
  nChanged 26
		SP:Iteration 67Q (71256.170000 sec): 3 clusters
  Score: Raw -938965.918067 + Penalty 2959.551498 = -936006.366569
  nChanged 31
		SP:Iteration 68Q (71256.400000 sec): 3 clusters
  Score: Raw -938979.236208 + Penalty 2959.551498 = -936019.684710
  nChanged 37
		SP:Iteration 69Q (71256.540000 sec): 3 clusters
  Score: Raw -938994.716907 + Penalty 2959.551498 = -936035.165409
  nChanged 26
		SP:Iteration 70Q (71256.790000 sec): 3 clusters
  Score: Raw -939003.983238 + Penalty 2959.551498 = -936044.431740
  nChanged 19
		SP:Iteration 71Q (71257.030000 sec): 3 clusters
  Score: Raw -939009.589394 + Penalty 2959.551498 = -936050.037896
  nChanged 16
		SP:Iteration 72Q (71257.190000 sec): 3 clusters
  Score: Raw -939013.348187 + Penalty 2959.551498 = -936053.796689
  nChanged 14
		SP:Iteration 73Q (71257.390000 sec): 3 clusters
  Score: Raw -939017.168041 + Penalty 2959.551498 = -936057.616543
  nChanged 11
		SP:Iteration 74Q (71257.650000 sec): 3 clusters
  Score: Raw -939019.766799 + Penalty 2959.551498 = -936060.215301
  nChanged 4
		SP:Iteration 75Q (71257.830000 sec): 3 clusters
  Score: Raw -939020.884735 + Penalty 2959.551498 = -936061.333237
  nChanged 7
		SP:Iteration 76Q (71258.090000 sec): 3 clusters
  Score: Raw -939022.488536 + Penalty 2959.551498 = -936062.937038
  nChanged 6
		SP:Iteration 77Q (71258.320000 sec): 3 clusters
  Score: Raw -939024.343004 + Penalty 2959.551498 = -936064.791506
  nChanged 3
		SP:Iteration 78Q (71258.560000 sec): 3 clusters
  Score: Raw -939024.793929 + Penalty 2959.551498 = -936065.242431
  nChanged 3
		SP:Iteration 79Q (71258.810000 sec): 3 clusters
  Score: Raw -939025.713244 + Penalty 2959.551498 = -936066.161746
  nChanged 3
		SP:Iteration 80F (71259.110000 sec): 3 clusters
  Score: Raw -939026.405786 + Penalty 2959.551498 = -936066.854288
  nChanged 4
		SP:Iteration 81Q (71259.340000 sec): 3 clusters
  Score: Raw -939027.148014 + Penalty 2959.551498 = -936067.596516
  nChanged 2
		SP:Iteration 82Q (71259.530000 sec): 3 clusters
  Score: Raw -939027.562844 + Penalty 2959.551498 = -936068.011346
  nChanged 3
		SP:Iteration 83Q (71259.790000 sec): 3 clusters
  Score: Raw -939028.518864 + Penalty 2959.551498 = -936068.967366
  nChanged 6
		SP:Iteration 84Q (71260.010000 sec): 3 clusters
  Score: Raw -939030.386815 + Penalty 2959.551498 = -936070.835317
  nChanged 5
		SP:Iteration 85Q (71260.240000 sec): 3 clusters
  Score: Raw -939031.307419 + Penalty 2959.551498 = -936071.755921
  nChanged 2
		SP:Iteration 86Q (71260.470000 sec): 3 clusters
  Score: Raw -939031.528946 + Penalty 2959.551498 = -936071.977448
  nChanged 1
		SP:Iteration 87Q (71260.680000 sec): 3 clusters
  Score: Raw -939032.071359 + Penalty 2959.551498 = -936072.519861
  nChanged 2
		SP:Iteration 88Q (71260.870000 sec): 3 clusters
  Score: Raw -939032.547840 + Penalty 2959.551498 = -936072.996342
  nChanged 6
		SP:Iteration 89Q (71261.060000 sec): 3 clusters
  Score: Raw -939033.641164 + Penalty 2959.551498 = -936074.089666
  nChanged 6
		SP:Iteration 90Q (71261.290000 sec): 3 clusters
  Score: Raw -939035.306483 + Penalty 2959.551498 = -936075.754985
  nChanged 5
		SP:Iteration 91Q (71261.460000 sec): 3 clusters
  Score: Raw -939036.671711 + Penalty 2959.551498 = -936077.120213
  nChanged 3
		SP:Iteration 92Q (71261.640000 sec): 3 clusters
  Score: Raw -939037.062171 + Penalty 2959.551498 = -936077.510673
  nChanged 3
		SP:Iteration 93Q (71261.840000 sec): 3 clusters
  Score: Raw -939037.466651 + Penalty 2959.551498 = -936077.915153
  nChanged 2
		SP:Iteration 94Q (71262.090000 sec): 3 clusters
  Score: Raw -939037.944662 + Penalty 2959.551498 = -936078.393164
  nChanged 2
		SP:Iteration 95Q (71262.270000 sec): 3 clusters
  Score: Raw -939038.478734 + Penalty 2959.551498 = -936078.927236
  nChanged 2
		SP:Iteration 96Q (71262.480000 sec): 3 clusters
  Score: Raw -939038.856657 + Penalty 2959.551498 = -936079.305159
  nChanged 2
		SP:Iteration 97Q (71262.700000 sec): 3 clusters
  Score: Raw -939039.774060 + Penalty 2959.551498 = -936080.222562
  nChanged 5
		SP:Iteration 98Q (71262.910000 sec): 3 clusters
  Score: Raw -939040.515059 + Penalty 2959.551498 = -936080.963561
  nChanged 2
		SP:Iteration 99Q (71263.120000 sec): 3 clusters
  Score: Raw -939041.312625 + Penalty 2959.551498 = -936081.761127
  nChanged 3
		SP:Iteration 100F (71263.320000 sec): 3 clusters
  Score: Raw -939041.856350 + Penalty 2959.551498 = -936082.304852
  nChanged 2
		SP:Iteration 101Q (71263.540000 sec): 3 clusters
  Score: Raw -939042.421283 + Penalty 2959.551498 = -936082.869785
  nChanged 0
		SP:Iteration 102F (71263.750000 sec): 3 clusters
  Score: Raw -939042.421283 + Penalty 2959.551498 = -936082.869785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 23 (72326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71264.230000 sec): 2 clusters
  Score: Raw -7477044.551535 + Penalty 1818.202580 = -7475226.348955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71264.890000 sec): 3 clusters
  Score: Raw -7430630.237878 + Penalty 3636.405161 = -7426993.832718
  nChanged 34111
		SP:Iteration 1F (71265.480000 sec): 3 clusters
  Score: Raw -7450198.479335 + Penalty 3636.405161 = -7446562.074174
  nChanged 2496
		SP:Iteration 2Q (71266.140000 sec): 3 clusters
  Score: Raw -7450809.266456 + Penalty 3636.405161 = -7447172.861295
  nChanged 2455
		SP:Iteration 3Q (71266.840000 sec): 3 clusters
  Score: Raw -7451450.731961 + Penalty 3636.405161 = -7447814.326801
  nChanged 2508
		SP:Iteration 4Q (71267.470000 sec): 3 clusters
  Score: Raw -7452120.919118 + Penalty 3636.405161 = -7448484.513957
  nChanged 2470
		SP:Iteration 5Q (71268.140000 sec): 3 clusters
  Score: Raw -7452915.681569 + Penalty 3636.405161 = -7449279.276409
  nChanged 2751
		SP:Iteration 6Q (71268.880000 sec): 3 clusters
  Score: Raw -7453995.470758 + Penalty 3636.405161 = -7450359.065597
  nChanged 3143
		SP:Iteration 7Q (71269.620000 sec): 3 clusters
  Score: Raw -7455518.958774 + Penalty 3636.405161 = -7451882.553614
  nChanged 3760
		SP:Iteration 8F (71270.230000 sec): 3 clusters
  Score: Raw -7457806.261387 + Penalty 3636.405161 = -7454169.856226
  nChanged 4183
		SP:Iteration 9F (71270.870000 sec): 3 clusters
  Score: Raw -7461201.635770 + Penalty 3636.405161 = -7457565.230609
  nChanged 4426
		SP:Iteration 10F (71271.590000 sec): 3 clusters
  Score: Raw -7465182.937114 + Penalty 3636.405161 = -7461546.531953
  nChanged 4009
		SP:Iteration 11F (71272.280000 sec): 3 clusters
  Score: Raw -7468142.234627 + Penalty 3636.405161 = -7464505.829466
  nChanged 3055
		SP:Iteration 12Q (71272.950000 sec): 3 clusters
  Score: Raw -7469708.550287 + Penalty 3636.405161 = -7466072.145126
  nChanged 2160
		SP:Iteration 13Q (71273.650000 sec): 3 clusters
  Score: Raw -7470523.211654 + Penalty 3636.405161 = -7466886.806493
  nChanged 1528
		SP:Iteration 14Q (71274.390000 sec): 3 clusters
  Score: Raw -7471034.028308 + Penalty 3636.405161 = -7467397.623147
  nChanged 1305
		SP:Iteration 15Q (71275.090000 sec): 3 clusters
  Score: Raw -7471475.807988 + Penalty 3636.405161 = -7467839.402827
  nChanged 1226
		SP:Iteration 16Q (71275.820000 sec): 3 clusters
  Score: Raw -7471894.756342 + Penalty 3636.405161 = -7468258.351181
  nChanged 1185
		SP:Iteration 17Q (71276.540000 sec): 3 clusters
  Score: Raw -7472288.269213 + Penalty 3636.405161 = -7468651.864052
  nChanged 1131
		SP:Iteration 18Q (71277.170000 sec): 3 clusters
  Score: Raw -7472660.133671 + Penalty 3636.405161 = -7469023.728510
  nChanged 1086
		SP:Iteration 19Q (71277.880000 sec): 3 clusters
  Score: Raw -7473007.590919 + Penalty 3636.405161 = -7469371.185758
  nChanged 1048
		SP:Iteration 20F (71278.630000 sec): 3 clusters
  Score: Raw -7473347.984293 + Penalty 3636.405161 = -7469711.579132
  nChanged 975
		SP:Iteration 21Q (71279.340000 sec): 3 clusters
  Score: Raw -7473667.764154 + Penalty 3636.405161 = -7470031.358993
  nChanged 951
		SP:Iteration 22Q (71280.050000 sec): 3 clusters
  Score: Raw -7473971.536472 + Penalty 3636.405161 = -7470335.131311
  nChanged 920
		SP:Iteration 23Q (71280.760000 sec): 3 clusters
  Score: Raw -7474263.224265 + Penalty 3636.405161 = -7470626.819105
  nChanged 867
		SP:Iteration 24Q (71281.480000 sec): 3 clusters
  Score: Raw -7474542.721200 + Penalty 3636.405161 = -7470906.316039
  nChanged 827
		SP:Iteration 25Q (71282.150000 sec): 3 clusters
  Score: Raw -7474813.219252 + Penalty 3636.405161 = -7471176.814092
  nChanged 766
		SP:Iteration 26Q (71282.740000 sec): 3 clusters
  Score: Raw -7475059.087856 + Penalty 3636.405161 = -7471422.682695
  nChanged 737
		SP:Iteration 27Q (71283.280000 sec): 3 clusters
  Score: Raw -7475308.383231 + Penalty 3636.405161 = -7471671.978071
  nChanged 677
		SP:Iteration 28Q (71283.800000 sec): 3 clusters
  Score: Raw -7475528.926692 + Penalty 3636.405161 = -7471892.521532
  nChanged 607
		SP:Iteration 29Q (71284.340000 sec): 3 clusters
  Score: Raw -7475722.551099 + Penalty 3636.405161 = -7472086.145939
  nChanged 543
		SP:Iteration 30Q (71284.940000 sec): 3 clusters
  Score: Raw -7475890.139069 + Penalty 3636.405161 = -7472253.733908
  nChanged 498
		SP:Iteration 31Q (71285.560000 sec): 3 clusters
  Score: Raw -7476045.716094 + Penalty 3636.405161 = -7472409.310933
  nChanged 460
		SP:Iteration 32Q (71286.110000 sec): 3 clusters
  Score: Raw -7476192.396041 + Penalty 3636.405161 = -7472555.990880
  nChanged 413
		SP:Iteration 33Q (71286.750000 sec): 3 clusters
  Score: Raw -7476322.326371 + Penalty 3636.405161 = -7472685.921210
  nChanged 386
		SP:Iteration 34Q (71287.240000 sec): 3 clusters
  Score: Raw -7476458.515211 + Penalty 3636.405161 = -7472822.110050
  nChanged 380
		SP:Iteration 35Q (71287.790000 sec): 3 clusters
  Score: Raw -7476586.168829 + Penalty 3636.405161 = -7472949.763668
  nChanged 320
		SP:Iteration 36Q (71288.270000 sec): 3 clusters
  Score: Raw -7476683.515247 + Penalty 3636.405161 = -7473047.110086
  nChanged 278
		SP:Iteration 37Q (71288.810000 sec): 3 clusters
  Score: Raw -7476761.855152 + Penalty 3636.405161 = -7473125.449992
  nChanged 238
		SP:Iteration 38Q (71289.400000 sec): 3 clusters
  Score: Raw -7476824.960747 + Penalty 3636.405161 = -7473188.555587
  nChanged 213
		SP:Iteration 39Q (71290.030000 sec): 3 clusters
  Score: Raw -7476881.025349 + Penalty 3636.405161 = -7473244.620188
  nChanged 186
		SP:Iteration 40F (71290.650000 sec): 3 clusters
  Score: Raw -7476938.620704 + Penalty 3636.405161 = -7473302.215543
  nChanged 186
		SP:Iteration 41Q (71291.270000 sec): 3 clusters
  Score: Raw -7476996.410766 + Penalty 3636.405161 = -7473360.005606
  nChanged 164
		SP:Iteration 42Q (71291.880000 sec): 3 clusters
  Score: Raw -7477048.245984 + Penalty 3636.405161 = -7473411.840823
  nChanged 132
		SP:Iteration 43Q (71292.470000 sec): 3 clusters
  Score: Raw -7477089.542151 + Penalty 3636.405161 = -7473453.136990
  nChanged 118
		SP:Iteration 44Q (71293.010000 sec): 3 clusters
  Score: Raw -7477128.149078 + Penalty 3636.405161 = -7473491.743917
  nChanged 122
		SP:Iteration 45Q (71293.540000 sec): 3 clusters
  Score: Raw -7477163.719907 + Penalty 3636.405161 = -7473527.314746
  nChanged 103
		SP:Iteration 46Q (71294.080000 sec): 3 clusters
  Score: Raw -7477194.827470 + Penalty 3636.405161 = -7473558.422309
  nChanged 83
		SP:Iteration 47Q (71294.650000 sec): 3 clusters
  Score: Raw -7477219.045840 + Penalty 3636.405161 = -7473582.640679
  nChanged 70
		SP:Iteration 48Q (71295.170000 sec): 3 clusters
  Score: Raw -7477239.841705 + Penalty 3636.405161 = -7473603.436544
  nChanged 63
		SP:Iteration 49Q (71295.790000 sec): 3 clusters
  Score: Raw -7477256.076656 + Penalty 3636.405161 = -7473619.671496
  nChanged 56
		SP:Iteration 50Q (71296.340000 sec): 3 clusters
  Score: Raw -7477272.552679 + Penalty 3636.405161 = -7473636.147518
  nChanged 42
		SP:Iteration 51Q (71296.910000 sec): 3 clusters
  Score: Raw -7477283.572475 + Penalty 3636.405161 = -7473647.167314
  nChanged 39
		SP:Iteration 52Q (71297.550000 sec): 3 clusters
  Score: Raw -7477293.857455 + Penalty 3636.405161 = -7473657.452294
  nChanged 38
		SP:Iteration 53Q (71298.090000 sec): 3 clusters
  Score: Raw -7477303.448343 + Penalty 3636.405161 = -7473667.043182
  nChanged 25
		SP:Iteration 54Q (71298.670000 sec): 3 clusters
  Score: Raw -7477309.572064 + Penalty 3636.405161 = -7473673.166903
  nChanged 24
		SP:Iteration 55Q (71299.250000 sec): 3 clusters
  Score: Raw -7477314.846456 + Penalty 3636.405161 = -7473678.441295
  nChanged 21
		SP:Iteration 56Q (71299.810000 sec): 3 clusters
  Score: Raw -7477321.305582 + Penalty 3636.405161 = -7473684.900421
  nChanged 23
		SP:Iteration 57Q (71300.330000 sec): 3 clusters
  Score: Raw -7477327.803775 + Penalty 3636.405161 = -7473691.398615
  nChanged 30
		SP:Iteration 58Q (71300.900000 sec): 3 clusters
  Score: Raw -7477336.188189 + Penalty 3636.405161 = -7473699.783028
  nChanged 27
		SP:Iteration 59Q (71301.440000 sec): 3 clusters
  Score: Raw -7477343.535989 + Penalty 3636.405161 = -7473707.130828
  nChanged 19
		SP:Iteration 60F (71302.020000 sec): 3 clusters
  Score: Raw -7477347.552601 + Penalty 3636.405161 = -7473711.147440
  nChanged 17
		SP:Iteration 61Q (71302.580000 sec): 3 clusters
  Score: Raw -7477352.375542 + Penalty 3636.405161 = -7473715.970381
  nChanged 18
		SP:Iteration 62Q (71303.130000 sec): 3 clusters
  Score: Raw -7477356.652994 + Penalty 3636.405161 = -7473720.247834
  nChanged 19
		SP:Iteration 63Q (71303.690000 sec): 3 clusters
  Score: Raw -7477360.491823 + Penalty 3636.405161 = -7473724.086663
  nChanged 12
		SP:Iteration 64Q (71304.210000 sec): 3 clusters
  Score: Raw -7477364.176853 + Penalty 3636.405161 = -7473727.771692
  nChanged 10
		SP:Iteration 65Q (71304.780000 sec): 3 clusters
  Score: Raw -7477367.161029 + Penalty 3636.405161 = -7473730.755868
  nChanged 11
		SP:Iteration 66Q (71305.360000 sec): 3 clusters
  Score: Raw -7477369.725943 + Penalty 3636.405161 = -7473733.320782
  nChanged 5
		SP:Iteration 67Q (71305.940000 sec): 3 clusters
  Score: Raw -7477370.853403 + Penalty 3636.405161 = -7473734.448242
  nChanged 12
		SP:Iteration 68Q (71306.530000 sec): 3 clusters
  Score: Raw -7477373.882469 + Penalty 3636.405161 = -7473737.477308
  nChanged 14
		SP:Iteration 69Q (71307.080000 sec): 3 clusters
  Score: Raw -7477378.596153 + Penalty 3636.405161 = -7473742.190992
  nChanged 14
		SP:Iteration 70Q (71307.680000 sec): 3 clusters
  Score: Raw -7477381.646303 + Penalty 3636.405161 = -7473745.241142
  nChanged 14
		SP:Iteration 71Q (71308.210000 sec): 3 clusters
  Score: Raw -7477384.585512 + Penalty 3636.405161 = -7473748.180351
  nChanged 14
		SP:Iteration 72Q (71308.770000 sec): 3 clusters
  Score: Raw -7477388.238356 + Penalty 3636.405161 = -7473751.833195
  nChanged 18
		SP:Iteration 73Q (71309.300000 sec): 3 clusters
  Score: Raw -7477393.352087 + Penalty 3636.405161 = -7473756.946926
  nChanged 16
		SP:Iteration 74Q (71309.930000 sec): 3 clusters
  Score: Raw -7477397.207630 + Penalty 3636.405161 = -7473760.802470
  nChanged 13
		SP:Iteration 75Q (71310.470000 sec): 3 clusters
  Score: Raw -7477400.613825 + Penalty 3636.405161 = -7473764.208664
  nChanged 10
		SP:Iteration 76Q (71311.000000 sec): 3 clusters
  Score: Raw -7477403.025142 + Penalty 3636.405161 = -7473766.619981
  nChanged 13
		SP:Iteration 77Q (71311.550000 sec): 3 clusters
  Score: Raw -7477408.077459 + Penalty 3636.405161 = -7473771.672298
  nChanged 17
		SP:Iteration 78Q (71312.070000 sec): 3 clusters
  Score: Raw -7477413.211062 + Penalty 3636.405161 = -7473776.805901
  nChanged 18
		SP:Iteration 79Q (71312.580000 sec): 3 clusters
  Score: Raw -7477417.033022 + Penalty 3636.405161 = -7473780.627861
  nChanged 9
		SP:Iteration 80F (71313.160000 sec): 3 clusters
  Score: Raw -7477419.062896 + Penalty 3636.405161 = -7473782.657735
  nChanged 9
		SP:Iteration 81Q (71313.700000 sec): 3 clusters
  Score: Raw -7477421.497532 + Penalty 3636.405161 = -7473785.092372
  nChanged 3
		SP:Iteration 82Q (71314.250000 sec): 3 clusters
  Score: Raw -7477422.142035 + Penalty 3636.405161 = -7473785.736874
  nChanged 2
		SP:Iteration 83Q (71314.810000 sec): 3 clusters
  Score: Raw -7477422.581018 + Penalty 3636.405161 = -7473786.175857
  nChanged 2
		SP:Iteration 84Q (71315.350000 sec): 3 clusters
  Score: Raw -7477423.105029 + Penalty 3636.405161 = -7473786.699868
  nChanged 3
		SP:Iteration 85Q (71315.900000 sec): 3 clusters
  Score: Raw -7477424.221557 + Penalty 3636.405161 = -7473787.816396
  nChanged 5
		SP:Iteration 86Q (71316.450000 sec): 3 clusters
  Score: Raw -7477426.076317 + Penalty 3636.405161 = -7473789.671156
  nChanged 6
		SP:Iteration 87Q (71316.990000 sec): 3 clusters
  Score: Raw -7477427.742050 + Penalty 3636.405161 = -7473791.336890
  nChanged 8
		SP:Iteration 88Q (71317.560000 sec): 3 clusters
  Score: Raw -7477428.893101 + Penalty 3636.405161 = -7473792.487940
  nChanged 4
		SP:Iteration 89Q (71318.090000 sec): 3 clusters
  Score: Raw -7477429.878074 + Penalty 3636.405161 = -7473793.472913
  nChanged 5
		SP:Iteration 90Q (71318.650000 sec): 3 clusters
  Score: Raw -7477430.887449 + Penalty 3636.405161 = -7473794.482289
  nChanged 4
		SP:Iteration 91Q (71319.180000 sec): 3 clusters
  Score: Raw -7477432.297553 + Penalty 3636.405161 = -7473795.892393
  nChanged 5
		SP:Iteration 92Q (71319.710000 sec): 3 clusters
  Score: Raw -7477434.177414 + Penalty 3636.405161 = -7473797.772253
  nChanged 4
		SP:Iteration 93Q (71320.310000 sec): 3 clusters
  Score: Raw -7477435.953331 + Penalty 3636.405161 = -7473799.548170
  nChanged 7
		SP:Iteration 94Q (71320.890000 sec): 3 clusters
  Score: Raw -7477437.680835 + Penalty 3636.405161 = -7473801.275675
  nChanged 2
		SP:Iteration 95Q (71321.420000 sec): 3 clusters
  Score: Raw -7477438.042924 + Penalty 3636.405161 = -7473801.637763
  nChanged 2
		SP:Iteration 96Q (71321.990000 sec): 3 clusters
  Score: Raw -7477438.425825 + Penalty 3636.405161 = -7473802.020664
  nChanged 2
		SP:Iteration 97Q (71322.610000 sec): 3 clusters
  Score: Raw -7477439.111922 + Penalty 3636.405161 = -7473802.706761
  nChanged 2
		SP:Iteration 98Q (71323.160000 sec): 3 clusters
  Score: Raw -7477440.098146 + Penalty 3636.405161 = -7473803.692985
  nChanged 4
		SP:Iteration 99Q (71323.760000 sec): 3 clusters
  Score: Raw -7477441.459680 + Penalty 3636.405161 = -7473805.054520
  nChanged 5
		SP:Iteration 100F (71324.350000 sec): 3 clusters
  Score: Raw -7477442.433576 + Penalty 3636.405161 = -7473806.028415
  nChanged 7
		SP:Iteration 101Q (71324.910000 sec): 3 clusters
  Score: Raw -7477445.133442 + Penalty 3636.405161 = -7473808.728281
  nChanged 3
		SP:Iteration 102Q (71325.510000 sec): 3 clusters
  Score: Raw -7477446.740172 + Penalty 3636.405161 = -7473810.335011
  nChanged 5
		SP:Iteration 103Q (71326.020000 sec): 3 clusters
  Score: Raw -7477447.935916 + Penalty 3636.405161 = -7473811.530756
  nChanged 4
		SP:Iteration 104Q (71326.550000 sec): 3 clusters
  Score: Raw -7477448.873892 + Penalty 3636.405161 = -7473812.468731
  nChanged 2
		SP:Iteration 105Q (71327.050000 sec): 3 clusters
  Score: Raw -7477449.208551 + Penalty 3636.405161 = -7473812.803390
  nChanged 0
		SP:Iteration 106F (71327.760000 sec): 3 clusters
  Score: Raw -7477449.208551 + Penalty 3636.405161 = -7473812.803390
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 24 (18907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71327.920000 sec): 2 clusters
  Score: Raw -1998720.460885 + Penalty 1600.184219 = -1997120.276665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71328.180000 sec): 3 clusters
  Score: Raw -1987252.479817 + Penalty 3200.368438 = -1984052.111379
  nChanged 8652
		SP:Iteration 1F (71328.500000 sec): 3 clusters
  Score: Raw -1992051.507253 + Penalty 3200.368438 = -1988851.138815
  nChanged 945
		SP:Iteration 2Q (71328.810000 sec): 3 clusters
  Score: Raw -1992382.139764 + Penalty 3200.368438 = -1989181.771326
  nChanged 850
		SP:Iteration 3Q (71329.100000 sec): 3 clusters
  Score: Raw -1992673.140762 + Penalty 3200.368438 = -1989472.772324
  nChanged 785
		SP:Iteration 4Q (71329.420000 sec): 3 clusters
  Score: Raw -1992954.713290 + Penalty 3200.368438 = -1989754.344852
  nChanged 785
		SP:Iteration 5Q (71329.710000 sec): 3 clusters
  Score: Raw -1993276.930854 + Penalty 3200.368438 = -1990076.562415
  nChanged 835
		SP:Iteration 6Q (71329.990000 sec): 3 clusters
  Score: Raw -1993663.187628 + Penalty 3200.368438 = -1990462.819190
  nChanged 926
		SP:Iteration 7Q (71330.350000 sec): 3 clusters
  Score: Raw -1994156.105435 + Penalty 3200.368438 = -1990955.736996
  nChanged 956
		SP:Iteration 8F (71330.600000 sec): 3 clusters
  Score: Raw -1994747.650772 + Penalty 3200.368438 = -1991547.282333
  nChanged 991
		SP:Iteration 9F (71330.960000 sec): 3 clusters
  Score: Raw -1995387.693457 + Penalty 3200.368438 = -1992187.325018
  nChanged 956
		SP:Iteration 10F (71331.220000 sec): 3 clusters
  Score: Raw -1996080.746974 + Penalty 3200.368438 = -1992880.378535
  nChanged 867
		SP:Iteration 11Q (71331.540000 sec): 3 clusters
  Score: Raw -1996689.074767 + Penalty 3200.368438 = -1993488.706328
  nChanged 672
		SP:Iteration 12Q (71331.800000 sec): 3 clusters
  Score: Raw -1997071.145392 + Penalty 3200.368438 = -1993870.776954
  nChanged 471
		SP:Iteration 13Q (71332.100000 sec): 3 clusters
  Score: Raw -1997279.424335 + Penalty 3200.368438 = -1994079.055897
  nChanged 350
		SP:Iteration 14Q (71332.360000 sec): 3 clusters
  Score: Raw -1997411.448538 + Penalty 3200.368438 = -1994211.080100
  nChanged 286
		SP:Iteration 15Q (71332.690000 sec): 3 clusters
  Score: Raw -1997502.669174 + Penalty 3200.368438 = -1994302.300735
  nChanged 242
		SP:Iteration 16Q (71332.950000 sec): 3 clusters
  Score: Raw -1997585.220821 + Penalty 3200.368438 = -1994384.852383
  nChanged 237
		SP:Iteration 17Q (71333.260000 sec): 3 clusters
  Score: Raw -1997666.481381 + Penalty 3200.368438 = -1994466.112942
  nChanged 206
		SP:Iteration 18Q (71333.580000 sec): 3 clusters
  Score: Raw -1997733.794622 + Penalty 3200.368438 = -1994533.426184
  nChanged 171
		SP:Iteration 19Q (71333.840000 sec): 3 clusters
  Score: Raw -1997788.349826 + Penalty 3200.368438 = -1994587.981387
  nChanged 173
		SP:Iteration 20F (71334.120000 sec): 3 clusters
  Score: Raw -1997845.298679 + Penalty 3200.368438 = -1994644.930241
  nChanged 166
		SP:Iteration 21Q (71334.410000 sec): 3 clusters
  Score: Raw -1997895.301808 + Penalty 3200.368438 = -1994694.933370
  nChanged 154
		SP:Iteration 22Q (71334.740000 sec): 3 clusters
  Score: Raw -1997936.174081 + Penalty 3200.368438 = -1994735.805642
  nChanged 143
		SP:Iteration 23Q (71334.990000 sec): 3 clusters
  Score: Raw -1997974.306904 + Penalty 3200.368438 = -1994773.938465
  nChanged 126
		SP:Iteration 24Q (71335.310000 sec): 3 clusters
  Score: Raw -1998007.111011 + Penalty 3200.368438 = -1994806.742573
  nChanged 125
		SP:Iteration 25Q (71335.620000 sec): 3 clusters
  Score: Raw -1998045.455767 + Penalty 3200.368438 = -1994845.087328
  nChanged 130
		SP:Iteration 26Q (71335.930000 sec): 3 clusters
  Score: Raw -1998084.127398 + Penalty 3200.368438 = -1994883.758960
  nChanged 131
		SP:Iteration 27Q (71336.170000 sec): 3 clusters
  Score: Raw -1998121.824767 + Penalty 3200.368438 = -1994921.456328
  nChanged 124
		SP:Iteration 28Q (71336.430000 sec): 3 clusters
  Score: Raw -1998159.316066 + Penalty 3200.368438 = -1994958.947628
  nChanged 113
		SP:Iteration 29Q (71336.690000 sec): 3 clusters
  Score: Raw -1998193.897430 + Penalty 3200.368438 = -1994993.528992
  nChanged 110
		SP:Iteration 30Q (71336.940000 sec): 3 clusters
  Score: Raw -1998231.811663 + Penalty 3200.368438 = -1995031.443224
  nChanged 135
		SP:Iteration 31Q (71337.180000 sec): 3 clusters
  Score: Raw -1998277.590657 + Penalty 3200.368438 = -1995077.222219
  nChanged 136
		SP:Iteration 32Q (71337.500000 sec): 3 clusters
  Score: Raw -1998326.535549 + Penalty 3200.368438 = -1995126.167111
  nChanged 127
		SP:Iteration 33Q (71337.800000 sec): 3 clusters
  Score: Raw -1998372.760465 + Penalty 3200.368438 = -1995172.392027
  nChanged 119
		SP:Iteration 34Q (71338.080000 sec): 3 clusters
  Score: Raw -1998421.841158 + Penalty 3200.368438 = -1995221.472720
  nChanged 106
		SP:Iteration 35Q (71338.320000 sec): 3 clusters
  Score: Raw -1998470.968034 + Penalty 3200.368438 = -1995270.599596
  nChanged 96
		SP:Iteration 36Q (71338.630000 sec): 3 clusters
  Score: Raw -1998520.040495 + Penalty 3200.368438 = -1995319.672057
  nChanged 95
		SP:Iteration 37Q (71338.910000 sec): 3 clusters
  Score: Raw -1998565.553750 + Penalty 3200.368438 = -1995365.185311
  nChanged 95
		SP:Iteration 38Q (71339.200000 sec): 3 clusters
  Score: Raw -1998610.032368 + Penalty 3200.368438 = -1995409.663930
  nChanged 75
		SP:Iteration 39Q (71339.490000 sec): 3 clusters
  Score: Raw -1998642.901617 + Penalty 3200.368438 = -1995442.533179
  nChanged 69
		SP:Iteration 40F (71339.790000 sec): 3 clusters
  Score: Raw -1998671.976521 + Penalty 3200.368438 = -1995471.608082
  nChanged 80
		SP:Iteration 41Q (71340.130000 sec): 3 clusters
  Score: Raw -1998701.548210 + Penalty 3200.368438 = -1995501.179772
  nChanged 59
		SP:Iteration 42Q (71340.390000 sec): 3 clusters
  Score: Raw -1998721.965058 + Penalty 3200.368438 = -1995521.596620
  nChanged 43
		SP:Iteration 43Q (71340.660000 sec): 3 clusters
  Score: Raw -1998736.602073 + Penalty 3200.368438 = -1995536.233634
  nChanged 40
		SP:Iteration 44Q (71340.930000 sec): 3 clusters
  Score: Raw -1998749.083906 + Penalty 3200.368438 = -1995548.715468
  nChanged 38
		SP:Iteration 45Q (71341.210000 sec): 3 clusters
  Score: Raw -1998760.384792 + Penalty 3200.368438 = -1995560.016353
  nChanged 36
		SP:Iteration 46Q (71341.490000 sec): 3 clusters
  Score: Raw -1998771.156603 + Penalty 3200.368438 = -1995570.788165
  nChanged 32
		SP:Iteration 47Q (71341.830000 sec): 3 clusters
  Score: Raw -1998780.765676 + Penalty 3200.368438 = -1995580.397237
  nChanged 28
		SP:Iteration 48Q (71342.140000 sec): 3 clusters
  Score: Raw -1998792.453221 + Penalty 3200.368438 = -1995592.084782
  nChanged 38
		SP:Iteration 49Q (71342.440000 sec): 3 clusters
  Score: Raw -1998803.559518 + Penalty 3200.368438 = -1995603.191080
  nChanged 26
		SP:Iteration 50Q (71342.710000 sec): 3 clusters
  Score: Raw -1998809.949826 + Penalty 3200.368438 = -1995609.581388
  nChanged 27
		SP:Iteration 51Q (71343.010000 sec): 3 clusters
  Score: Raw -1998818.372526 + Penalty 3200.368438 = -1995618.004088
  nChanged 29
		SP:Iteration 52Q (71343.360000 sec): 3 clusters
  Score: Raw -1998829.103220 + Penalty 3200.368438 = -1995628.734781
  nChanged 28
		SP:Iteration 53Q (71343.530000 sec): 3 clusters
  Score: Raw -1998839.217404 + Penalty 3200.368438 = -1995638.848966
  nChanged 24
		SP:Iteration 54Q (71343.810000 sec): 3 clusters
  Score: Raw -1998846.653388 + Penalty 3200.368438 = -1995646.284949
  nChanged 25
		SP:Iteration 55Q (71344.050000 sec): 3 clusters
  Score: Raw -1998855.304283 + Penalty 3200.368438 = -1995654.935844
  nChanged 26
		SP:Iteration 56Q (71344.300000 sec): 3 clusters
  Score: Raw -1998862.528333 + Penalty 3200.368438 = -1995662.159894
  nChanged 15
		SP:Iteration 57Q (71344.570000 sec): 3 clusters
  Score: Raw -1998866.861607 + Penalty 3200.368438 = -1995666.493168
  nChanged 14
		SP:Iteration 58Q (71344.830000 sec): 3 clusters
  Score: Raw -1998870.082522 + Penalty 3200.368438 = -1995669.714083
  nChanged 13
		SP:Iteration 59Q (71345.120000 sec): 3 clusters
  Score: Raw -1998873.447383 + Penalty 3200.368438 = -1995673.078945
  nChanged 19
		SP:Iteration 60F (71345.410000 sec): 3 clusters
  Score: Raw -1998878.548836 + Penalty 3200.368438 = -1995678.180397
  nChanged 12
		SP:Iteration 61Q (71345.670000 sec): 3 clusters
  Score: Raw -1998881.179651 + Penalty 3200.368438 = -1995680.811212
  nChanged 9
		SP:Iteration 62Q (71345.960000 sec): 3 clusters
  Score: Raw -1998884.036320 + Penalty 3200.368438 = -1995683.667882
  nChanged 8
		SP:Iteration 63Q (71346.250000 sec): 3 clusters
  Score: Raw -1998885.657338 + Penalty 3200.368438 = -1995685.288900
  nChanged 4
		SP:Iteration 64Q (71346.510000 sec): 3 clusters
  Score: Raw -1998886.652699 + Penalty 3200.368438 = -1995686.284261
  nChanged 5
		SP:Iteration 65Q (71346.860000 sec): 3 clusters
  Score: Raw -1998887.780299 + Penalty 3200.368438 = -1995687.411861
  nChanged 2
		SP:Iteration 66Q (71347.120000 sec): 3 clusters
  Score: Raw -1998888.062224 + Penalty 3200.368438 = -1995687.693786
  nChanged 0
		SP:Iteration 67F (71347.380000 sec): 3 clusters
  Score: Raw -1998888.062224 + Penalty 3200.368438 = -1995687.693786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 25 (41294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71347.730000 sec): 2 clusters
  Score: Raw -4059298.701618 + Penalty 1727.126780 = -4057571.574838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71348.170000 sec): 3 clusters
  Score: Raw -4033342.881931 + Penalty 3454.253559 = -4029888.628371
  nChanged 19205
		SP:Iteration 1F (71348.630000 sec): 3 clusters
  Score: Raw -4043992.781600 + Penalty 3454.253559 = -4040538.528040
  nChanged 1787
		SP:Iteration 2Q (71349.060000 sec): 3 clusters
  Score: Raw -4044547.007648 + Penalty 3454.253559 = -4041092.754089
  nChanged 1806
		SP:Iteration 3Q (71349.500000 sec): 3 clusters
  Score: Raw -4045184.350131 + Penalty 3454.253559 = -4041730.096571
  nChanged 1861
		SP:Iteration 4Q (71349.940000 sec): 3 clusters
  Score: Raw -4045940.479942 + Penalty 3454.253559 = -4042486.226382
  nChanged 1992
		SP:Iteration 5Q (71350.410000 sec): 3 clusters
  Score: Raw -4046854.745527 + Penalty 3454.253559 = -4043400.491967
  nChanged 2092
		SP:Iteration 6F (71350.850000 sec): 3 clusters
  Score: Raw -4047959.003928 + Penalty 3454.253559 = -4044504.750369
  nChanged 2304
		SP:Iteration 7F (71351.320000 sec): 3 clusters
  Score: Raw -4049330.338343 + Penalty 3454.253559 = -4045876.084784
  nChanged 2335
		SP:Iteration 8F (71351.790000 sec): 3 clusters
  Score: Raw -4050922.703608 + Penalty 3454.253559 = -4047468.450049
  nChanged 2276
		SP:Iteration 9F (71352.190000 sec): 3 clusters
  Score: Raw -4052613.049498 + Penalty 3454.253559 = -4049158.795939
  nChanged 2059
		SP:Iteration 10Q (71352.680000 sec): 3 clusters
  Score: Raw -4054137.324430 + Penalty 3454.253559 = -4050683.070871
  nChanged 1674
		SP:Iteration 11Q (71353.080000 sec): 3 clusters
  Score: Raw -4055238.001478 + Penalty 3454.253559 = -4051783.747919
  nChanged 1284
		SP:Iteration 12Q (71353.500000 sec): 3 clusters
  Score: Raw -4056008.639410 + Penalty 3454.253559 = -4052554.385850
  nChanged 974
		SP:Iteration 13Q (71353.910000 sec): 3 clusters
  Score: Raw -4056547.036476 + Penalty 3454.253559 = -4053092.782916
  nChanged 779
		SP:Iteration 14Q (71354.290000 sec): 3 clusters
  Score: Raw -4056955.979098 + Penalty 3454.253559 = -4053501.725539
  nChanged 724
		SP:Iteration 15Q (71354.720000 sec): 3 clusters
  Score: Raw -4057372.477488 + Penalty 3454.253559 = -4053918.223929
  nChanged 701
		SP:Iteration 16Q (71355.110000 sec): 3 clusters
  Score: Raw -4057788.706785 + Penalty 3454.253559 = -4054334.453226
  nChanged 669
		SP:Iteration 17Q (71355.530000 sec): 3 clusters
  Score: Raw -4058181.574016 + Penalty 3454.253559 = -4054727.320456
  nChanged 584
		SP:Iteration 18Q (71355.940000 sec): 3 clusters
  Score: Raw -4058524.924250 + Penalty 3454.253559 = -4055070.670691
  nChanged 503
		SP:Iteration 19Q (71356.390000 sec): 3 clusters
  Score: Raw -4058799.811547 + Penalty 3454.253559 = -4055345.557988
  nChanged 442
		SP:Iteration 20F (71356.740000 sec): 3 clusters
  Score: Raw -4059021.252081 + Penalty 3454.253559 = -4055566.998522
  nChanged 373
		SP:Iteration 21Q (71357.170000 sec): 3 clusters
  Score: Raw -4059200.151004 + Penalty 3454.253559 = -4055745.897445
  nChanged 282
		SP:Iteration 22Q (71357.580000 sec): 3 clusters
  Score: Raw -4059328.566060 + Penalty 3454.253559 = -4055874.312501
  nChanged 237
		SP:Iteration 23Q (71357.990000 sec): 3 clusters
  Score: Raw -4059427.708216 + Penalty 3454.253559 = -4055973.454657
  nChanged 210
		SP:Iteration 24Q (71358.480000 sec): 3 clusters
  Score: Raw -4059504.451306 + Penalty 3454.253559 = -4056050.197747
  nChanged 176
		SP:Iteration 25Q (71358.840000 sec): 3 clusters
  Score: Raw -4059571.463930 + Penalty 3454.253559 = -4056117.210371
  nChanged 160
		SP:Iteration 26Q (71359.310000 sec): 3 clusters
  Score: Raw -4059631.483448 + Penalty 3454.253559 = -4056177.229889
  nChanged 146
		SP:Iteration 27Q (71359.720000 sec): 3 clusters
  Score: Raw -4059682.321350 + Penalty 3454.253559 = -4056228.067791
  nChanged 124
		SP:Iteration 28Q (71360.110000 sec): 3 clusters
  Score: Raw -4059728.865250 + Penalty 3454.253559 = -4056274.611690
  nChanged 131
		SP:Iteration 29Q (71360.550000 sec): 3 clusters
  Score: Raw -4059770.126603 + Penalty 3454.253559 = -4056315.873043
  nChanged 102
		SP:Iteration 30Q (71360.980000 sec): 3 clusters
  Score: Raw -4059803.009296 + Penalty 3454.253559 = -4056348.755737
  nChanged 96
		SP:Iteration 31Q (71361.410000 sec): 3 clusters
  Score: Raw -4059826.472957 + Penalty 3454.253559 = -4056372.219398
  nChanged 66
		SP:Iteration 32Q (71361.850000 sec): 3 clusters
  Score: Raw -4059840.118958 + Penalty 3454.253559 = -4056385.865398
  nChanged 49
		SP:Iteration 33Q (71362.290000 sec): 3 clusters
  Score: Raw -4059850.619219 + Penalty 3454.253559 = -4056396.365660
  nChanged 44
		SP:Iteration 34Q (71362.730000 sec): 3 clusters
  Score: Raw -4059859.921035 + Penalty 3454.253559 = -4056405.667476
  nChanged 32
		SP:Iteration 35Q (71363.170000 sec): 3 clusters
  Score: Raw -4059866.467202 + Penalty 3454.253559 = -4056412.213643
  nChanged 26
		SP:Iteration 36Q (71363.600000 sec): 3 clusters
  Score: Raw -4059870.710549 + Penalty 3454.253559 = -4056416.456990
  nChanged 22
		SP:Iteration 37Q (71364.040000 sec): 3 clusters
  Score: Raw -4059875.009617 + Penalty 3454.253559 = -4056420.756058
  nChanged 30
		SP:Iteration 38Q (71364.480000 sec): 3 clusters
  Score: Raw -4059880.242769 + Penalty 3454.253559 = -4056425.989210
  nChanged 27
		SP:Iteration 39Q (71364.910000 sec): 3 clusters
  Score: Raw -4059885.007966 + Penalty 3454.253559 = -4056430.754407
  nChanged 32
		SP:Iteration 40F (71365.370000 sec): 3 clusters
  Score: Raw -4059890.965607 + Penalty 3454.253559 = -4056436.712048
  nChanged 31
		SP:Iteration 41Q (71365.790000 sec): 3 clusters
  Score: Raw -4059896.330925 + Penalty 3454.253559 = -4056442.077365
  nChanged 28
		SP:Iteration 42Q (71366.250000 sec): 3 clusters
  Score: Raw -4059901.540054 + Penalty 3454.253559 = -4056447.286495
  nChanged 26
		SP:Iteration 43Q (71366.660000 sec): 3 clusters
  Score: Raw -4059905.722759 + Penalty 3454.253559 = -4056451.469200
  nChanged 14
		SP:Iteration 44Q (71367.100000 sec): 3 clusters
  Score: Raw -4059907.939869 + Penalty 3454.253559 = -4056453.686310
  nChanged 19
		SP:Iteration 45Q (71367.570000 sec): 3 clusters
  Score: Raw -4059912.157054 + Penalty 3454.253559 = -4056457.903495
  nChanged 21
		SP:Iteration 46Q (71368.000000 sec): 3 clusters
  Score: Raw -4059915.986419 + Penalty 3454.253559 = -4056461.732859
  nChanged 20
		SP:Iteration 47Q (71368.350000 sec): 3 clusters
  Score: Raw -4059919.218852 + Penalty 3454.253559 = -4056464.965292
  nChanged 15
		SP:Iteration 48Q (71368.740000 sec): 3 clusters
  Score: Raw -4059921.569991 + Penalty 3454.253559 = -4056467.316432
  nChanged 14
		SP:Iteration 49Q (71369.130000 sec): 3 clusters
  Score: Raw -4059923.988235 + Penalty 3454.253559 = -4056469.734676
  nChanged 11
		SP:Iteration 50Q (71369.460000 sec): 3 clusters
  Score: Raw -4059925.883616 + Penalty 3454.253559 = -4056471.630056
  nChanged 10
		SP:Iteration 51Q (71369.860000 sec): 3 clusters
  Score: Raw -4059927.373595 + Penalty 3454.253559 = -4056473.120036
  nChanged 11
		SP:Iteration 52Q (71370.230000 sec): 3 clusters
  Score: Raw -4059928.966961 + Penalty 3454.253559 = -4056474.713402
  nChanged 4
		SP:Iteration 53Q (71370.590000 sec): 3 clusters
  Score: Raw -4059929.632438 + Penalty 3454.253559 = -4056475.378878
  nChanged 3
		SP:Iteration 54Q (71371.020000 sec): 3 clusters
  Score: Raw -4059930.069279 + Penalty 3454.253559 = -4056475.815719
  nChanged 4
		SP:Iteration 55Q (71371.400000 sec): 3 clusters
  Score: Raw -4059930.574402 + Penalty 3454.253559 = -4056476.320842
  nChanged 3
		SP:Iteration 56Q (71371.800000 sec): 3 clusters
  Score: Raw -4059931.001124 + Penalty 3454.253559 = -4056476.747565
  nChanged 4
		SP:Iteration 57Q (71372.220000 sec): 3 clusters
  Score: Raw -4059931.484131 + Penalty 3454.253559 = -4056477.230572
  nChanged 3
		SP:Iteration 58Q (71372.600000 sec): 3 clusters
  Score: Raw -4059931.837183 + Penalty 3454.253559 = -4056477.583623
  nChanged 5
		SP:Iteration 59Q (71373.010000 sec): 3 clusters
  Score: Raw -4059932.528594 + Penalty 3454.253559 = -4056478.275035
  nChanged 3
		SP:Iteration 60F (71373.340000 sec): 3 clusters
  Score: Raw -4059932.915450 + Penalty 3454.253559 = -4056478.661890
  nChanged 1
		SP:Iteration 61Q (71373.720000 sec): 3 clusters
  Score: Raw -4059932.968790 + Penalty 3454.253559 = -4056478.715231
  nChanged 2
		SP:Iteration 62Q (71374.110000 sec): 3 clusters
  Score: Raw -4059933.398331 + Penalty 3454.253559 = -4056479.144772
  nChanged 2
		SP:Iteration 63Q (71374.480000 sec): 3 clusters
  Score: Raw -4059933.609995 + Penalty 3454.253559 = -4056479.356436
  nChanged 0
		SP:Iteration 64F (71374.900000 sec): 3 clusters
  Score: Raw -4059933.609995 + Penalty 3454.253559 = -4056479.356436
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 26 (15397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71375.030000 sec): 2 clusters
  Score: Raw -1596076.499691 + Penalty 1566.813294 = -1594509.686397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71375.280000 sec): 3 clusters
  Score: Raw -1586965.378076 + Penalty 3133.626588 = -1583831.751488
  nChanged 6967
		SP:Iteration 1F (71375.510000 sec): 3 clusters
  Score: Raw -1591023.138779 + Penalty 3133.626588 = -1587889.512191
  nChanged 1210
		SP:Iteration 2F (71375.790000 sec): 3 clusters
  Score: Raw -1591858.440877 + Penalty 3133.626588 = -1588724.814289
  nChanged 1208
		SP:Iteration 3F (71376.100000 sec): 3 clusters
  Score: Raw -1592749.866920 + Penalty 3133.626588 = -1589616.240332
  nChanged 1183
		SP:Iteration 4F (71376.390000 sec): 3 clusters
  Score: Raw -1593609.720852 + Penalty 3133.626588 = -1590476.094263
  nChanged 998
		SP:Iteration 5F (71376.700000 sec): 3 clusters
  Score: Raw -1594251.630756 + Penalty 3133.626588 = -1591118.004168
  nChanged 728
		SP:Iteration 6Q (71377.040000 sec): 3 clusters
  Score: Raw -1594668.230121 + Penalty 3133.626588 = -1591534.603532
  nChanged 550
		SP:Iteration 7Q (71377.340000 sec): 3 clusters
  Score: Raw -1594954.363923 + Penalty 3133.626588 = -1591820.737335
  nChanged 405
		SP:Iteration 8Q (71377.620000 sec): 3 clusters
  Score: Raw -1595138.272409 + Penalty 3133.626588 = -1592004.645821
  nChanged 326
		SP:Iteration 9Q (71377.980000 sec): 3 clusters
  Score: Raw -1595269.594918 + Penalty 3133.626588 = -1592135.968329
  nChanged 251
		SP:Iteration 10Q (71378.300000 sec): 3 clusters
  Score: Raw -1595373.800213 + Penalty 3133.626588 = -1592240.173624
  nChanged 227
		SP:Iteration 11Q (71378.540000 sec): 3 clusters
  Score: Raw -1595465.260519 + Penalty 3133.626588 = -1592331.633930
  nChanged 182
		SP:Iteration 12Q (71378.850000 sec): 3 clusters
  Score: Raw -1595528.179071 + Penalty 3133.626588 = -1592394.552483
  nChanged 157
		SP:Iteration 13Q (71379.100000 sec): 3 clusters
  Score: Raw -1595575.171758 + Penalty 3133.626588 = -1592441.545170
  nChanged 153
		SP:Iteration 14Q (71379.380000 sec): 3 clusters
  Score: Raw -1595628.659851 + Penalty 3133.626588 = -1592495.033263
  nChanged 168
		SP:Iteration 15Q (71379.630000 sec): 3 clusters
  Score: Raw -1595698.315183 + Penalty 3133.626588 = -1592564.688594
  nChanged 177
		SP:Iteration 16Q (71379.930000 sec): 3 clusters
  Score: Raw -1595782.112856 + Penalty 3133.626588 = -1592648.486268
  nChanged 193
		SP:Iteration 17Q (71380.120000 sec): 3 clusters
  Score: Raw -1595884.622693 + Penalty 3133.626588 = -1592750.996104
  nChanged 191
		SP:Iteration 18Q (71380.350000 sec): 3 clusters
  Score: Raw -1595997.541700 + Penalty 3133.626588 = -1592863.915112
  nChanged 180
		SP:Iteration 19Q (71380.570000 sec): 3 clusters
  Score: Raw -1596110.088186 + Penalty 3133.626588 = -1592976.461597
  nChanged 160
		SP:Iteration 20F (71380.810000 sec): 3 clusters
  Score: Raw -1596210.550476 + Penalty 3133.626588 = -1593076.923888
  nChanged 153
		SP:Iteration 21Q (71381.060000 sec): 3 clusters
  Score: Raw -1596307.667151 + Penalty 3133.626588 = -1593174.040562
  nChanged 141
		SP:Iteration 22Q (71381.380000 sec): 3 clusters
  Score: Raw -1596393.730915 + Penalty 3133.626588 = -1593260.104327
  nChanged 129
		SP:Iteration 23Q (71381.580000 sec): 3 clusters
  Score: Raw -1596462.385595 + Penalty 3133.626588 = -1593328.759006
  nChanged 107
		SP:Iteration 24Q (71381.830000 sec): 3 clusters
  Score: Raw -1596501.227623 + Penalty 3133.626588 = -1593367.601035
  nChanged 70
		SP:Iteration 25Q (71382.090000 sec): 3 clusters
  Score: Raw -1596522.030718 + Penalty 3133.626588 = -1593388.404130
  nChanged 57
		SP:Iteration 26Q (71382.360000 sec): 3 clusters
  Score: Raw -1596538.904223 + Penalty 3133.626588 = -1593405.277634
  nChanged 47
		SP:Iteration 27Q (71382.580000 sec): 3 clusters
  Score: Raw -1596550.893020 + Penalty 3133.626588 = -1593417.266432
  nChanged 49
		SP:Iteration 28Q (71382.830000 sec): 3 clusters
  Score: Raw -1596563.739289 + Penalty 3133.626588 = -1593430.112700
  nChanged 41
		SP:Iteration 29Q (71383.020000 sec): 3 clusters
  Score: Raw -1596576.086125 + Penalty 3133.626588 = -1593442.459537
  nChanged 34
		SP:Iteration 30Q (71383.250000 sec): 3 clusters
  Score: Raw -1596585.415058 + Penalty 3133.626588 = -1593451.788469
  nChanged 40
		SP:Iteration 31Q (71383.490000 sec): 3 clusters
  Score: Raw -1596596.154260 + Penalty 3133.626588 = -1593462.527672
  nChanged 30
		SP:Iteration 32Q (71383.760000 sec): 3 clusters
  Score: Raw -1596606.246647 + Penalty 3133.626588 = -1593472.620059
  nChanged 40
		SP:Iteration 33Q (71383.980000 sec): 3 clusters
  Score: Raw -1596621.565182 + Penalty 3133.626588 = -1593487.938594
  nChanged 49
		SP:Iteration 34Q (71384.200000 sec): 3 clusters
  Score: Raw -1596641.457749 + Penalty 3133.626588 = -1593507.831161
  nChanged 44
		SP:Iteration 35Q (71384.430000 sec): 3 clusters
  Score: Raw -1596656.262540 + Penalty 3133.626588 = -1593522.635951
  nChanged 33
		SP:Iteration 36Q (71384.660000 sec): 3 clusters
  Score: Raw -1596666.699242 + Penalty 3133.626588 = -1593533.072653
  nChanged 36
		SP:Iteration 37Q (71384.940000 sec): 3 clusters
  Score: Raw -1596677.675318 + Penalty 3133.626588 = -1593544.048730
  nChanged 41
		SP:Iteration 38Q (71385.180000 sec): 3 clusters
  Score: Raw -1596691.717144 + Penalty 3133.626588 = -1593558.090555
  nChanged 46
		SP:Iteration 39Q (71385.380000 sec): 3 clusters
  Score: Raw -1596707.608483 + Penalty 3133.626588 = -1593573.981894
  nChanged 29
		SP:Iteration 40F (71385.630000 sec): 3 clusters
  Score: Raw -1596716.923962 + Penalty 3133.626588 = -1593583.297374
  nChanged 30
		SP:Iteration 41Q (71385.830000 sec): 3 clusters
  Score: Raw -1596726.504326 + Penalty 3133.626588 = -1593592.877737
  nChanged 31
		SP:Iteration 42Q (71386.090000 sec): 3 clusters
  Score: Raw -1596735.967814 + Penalty 3133.626588 = -1593602.341226
  nChanged 27
		SP:Iteration 43Q (71386.400000 sec): 3 clusters
  Score: Raw -1596743.430418 + Penalty 3133.626588 = -1593609.803829
  nChanged 25
		SP:Iteration 44Q (71386.650000 sec): 3 clusters
  Score: Raw -1596748.612523 + Penalty 3133.626588 = -1593614.985934
  nChanged 15
		SP:Iteration 45Q (71386.870000 sec): 3 clusters
  Score: Raw -1596752.775940 + Penalty 3133.626588 = -1593619.149352
  nChanged 15
		SP:Iteration 46Q (71387.130000 sec): 3 clusters
  Score: Raw -1596756.742057 + Penalty 3133.626588 = -1593623.115469
  nChanged 13
		SP:Iteration 47Q (71387.380000 sec): 3 clusters
  Score: Raw -1596760.647415 + Penalty 3133.626588 = -1593627.020826
  nChanged 10
		SP:Iteration 48Q (71387.640000 sec): 3 clusters
  Score: Raw -1596763.002189 + Penalty 3133.626588 = -1593629.375601
  nChanged 16
		SP:Iteration 49Q (71387.900000 sec): 3 clusters
  Score: Raw -1596767.284123 + Penalty 3133.626588 = -1593633.657535
  nChanged 14
		SP:Iteration 50Q (71388.090000 sec): 3 clusters
  Score: Raw -1596771.147655 + Penalty 3133.626588 = -1593637.521067
  nChanged 12
		SP:Iteration 51Q (71388.320000 sec): 3 clusters
  Score: Raw -1596774.388543 + Penalty 3133.626588 = -1593640.761955
  nChanged 12
		SP:Iteration 52Q (71388.550000 sec): 3 clusters
  Score: Raw -1596777.983709 + Penalty 3133.626588 = -1593644.357121
  nChanged 15
		SP:Iteration 53Q (71388.780000 sec): 3 clusters
  Score: Raw -1596783.591742 + Penalty 3133.626588 = -1593649.965154
  nChanged 21
		SP:Iteration 54Q (71389.040000 sec): 3 clusters
  Score: Raw -1596789.371356 + Penalty 3133.626588 = -1593655.744768
  nChanged 21
		SP:Iteration 55Q (71389.230000 sec): 3 clusters
  Score: Raw -1596795.542628 + Penalty 3133.626588 = -1593661.916040
  nChanged 20
		SP:Iteration 56Q (71389.470000 sec): 3 clusters
  Score: Raw -1596802.463862 + Penalty 3133.626588 = -1593668.837273
  nChanged 25
		SP:Iteration 57Q (71389.720000 sec): 3 clusters
  Score: Raw -1596809.925680 + Penalty 3133.626588 = -1593676.299092
  nChanged 26
		SP:Iteration 58Q (71389.890000 sec): 3 clusters
  Score: Raw -1596818.258497 + Penalty 3133.626588 = -1593684.631909
  nChanged 17
		SP:Iteration 59Q (71390.150000 sec): 3 clusters
  Score: Raw -1596822.227771 + Penalty 3133.626588 = -1593688.601183
  nChanged 9
		SP:Iteration 60F (71390.400000 sec): 3 clusters
  Score: Raw -1596824.077557 + Penalty 3133.626588 = -1593690.450968
  nChanged 8
		SP:Iteration 61Q (71390.670000 sec): 3 clusters
  Score: Raw -1596826.188333 + Penalty 3133.626588 = -1593692.561744
  nChanged 5
		SP:Iteration 62Q (71390.890000 sec): 3 clusters
  Score: Raw -1596827.311090 + Penalty 3133.626588 = -1593693.684501
  nChanged 5
		SP:Iteration 63Q (71391.160000 sec): 3 clusters
  Score: Raw -1596828.198771 + Penalty 3133.626588 = -1593694.572182
  nChanged 5
		SP:Iteration 64Q (71391.330000 sec): 3 clusters
  Score: Raw -1596829.194544 + Penalty 3133.626588 = -1593695.567956
  nChanged 4
		SP:Iteration 65Q (71391.600000 sec): 3 clusters
  Score: Raw -1596829.918747 + Penalty 3133.626588 = -1593696.292158
  nChanged 3
		SP:Iteration 66Q (71391.860000 sec): 3 clusters
  Score: Raw -1596830.247565 + Penalty 3133.626588 = -1593696.620977
  nChanged 0
		SP:Iteration 67F (71392.100000 sec): 3 clusters
  Score: Raw -1596830.247565 + Penalty 3133.626588 = -1593696.620977
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 27 (49774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71392.470000 sec): 2 clusters
  Score: Raw -5345873.638433 + Penalty 1757.477806 = -5344116.160627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71393.040000 sec): 3 clusters
  Score: Raw -5314282.832576 + Penalty 3514.955612 = -5310767.876964
  nChanged 23526
		SP:Iteration 1F (71393.550000 sec): 3 clusters
  Score: Raw -5327384.867609 + Penalty 3514.955612 = -5323869.911997
  nChanged 1877
		SP:Iteration 2Q (71394.100000 sec): 3 clusters
  Score: Raw -5327916.600113 + Penalty 3514.955612 = -5324401.644500
  nChanged 2008
		SP:Iteration 3Q (71394.560000 sec): 3 clusters
  Score: Raw -5328609.759211 + Penalty 3514.955612 = -5325094.803598
  nChanged 2436
		SP:Iteration 4Q (71395.010000 sec): 3 clusters
  Score: Raw -5329712.736405 + Penalty 3514.955612 = -5326197.780792
  nChanged 3179
		SP:Iteration 5F (71395.470000 sec): 3 clusters
  Score: Raw -5331645.642878 + Penalty 3514.955612 = -5328130.687266
  nChanged 4108
		SP:Iteration 6F (71395.900000 sec): 3 clusters
  Score: Raw -5334908.789855 + Penalty 3514.955612 = -5331393.834243
  nChanged 4434
		SP:Iteration 7F (71396.280000 sec): 3 clusters
  Score: Raw -5339086.408166 + Penalty 3514.955612 = -5335571.452553
  nChanged 3651
		SP:Iteration 8F (71396.610000 sec): 3 clusters
  Score: Raw -5342768.720329 + Penalty 3514.955612 = -5339253.764717
  nChanged 2053
		SP:Iteration 9Q (71397.040000 sec): 3 clusters
  Score: Raw -5344781.049270 + Penalty 3514.955612 = -5341266.093657
  nChanged 828
		SP:Iteration 10Q (71397.500000 sec): 3 clusters
  Score: Raw -5345597.981647 + Penalty 3514.955612 = -5342083.026034
  nChanged 245
		SP:Iteration 11Q (71397.910000 sec): 3 clusters
  Score: Raw -5345866.432216 + Penalty 3514.955612 = -5342351.476603
  nChanged 87
		SP:Iteration 12Q (71398.310000 sec): 3 clusters
  Score: Raw -5345977.254141 + Penalty 3514.955612 = -5342462.298528
  nChanged 38
		SP:Iteration 13Q (71398.760000 sec): 3 clusters
  Score: Raw -5346036.854451 + Penalty 3514.955612 = -5342521.898839
  nChanged 22
		SP:Iteration 14Q (71399.180000 sec): 3 clusters
  Score: Raw -5346063.806448 + Penalty 3514.955612 = -5342548.850835
  nChanged 14
		SP:Iteration 15Q (71399.620000 sec): 3 clusters
  Score: Raw -5346080.052747 + Penalty 3514.955612 = -5342565.097135
  nChanged 9
		SP:Iteration 16Q (71400.050000 sec): 3 clusters
  Score: Raw -5346089.838898 + Penalty 3514.955612 = -5342574.883285
  nChanged 6
		SP:Iteration 17Q (71400.480000 sec): 3 clusters
  Score: Raw -5346099.215408 + Penalty 3514.955612 = -5342584.259795
  nChanged 7
		SP:Iteration 18Q (71400.910000 sec): 3 clusters
  Score: Raw -5346109.574975 + Penalty 3514.955612 = -5342594.619362
  nChanged 6
		SP:Iteration 19Q (71401.340000 sec): 3 clusters
  Score: Raw -5346115.919132 + Penalty 3514.955612 = -5342600.963519
  nChanged 2
		SP:Iteration 20F (71401.820000 sec): 3 clusters
  Score: Raw -5346117.233034 + Penalty 3514.955612 = -5342602.277421
  nChanged 3
		SP:Iteration 21Q (71402.230000 sec): 3 clusters
  Score: Raw -5346119.034566 + Penalty 3514.955612 = -5342604.078953
  nChanged 3
		SP:Iteration 22Q (71402.660000 sec): 3 clusters
  Score: Raw -5346121.387496 + Penalty 3514.955612 = -5342606.431883
  nChanged 2
		SP:Iteration 23Q (71403.120000 sec): 3 clusters
  Score: Raw -5346123.129043 + Penalty 3514.955612 = -5342608.173430
  nChanged 2
		SP:Iteration 24Q (71403.500000 sec): 3 clusters
  Score: Raw -5346124.295089 + Penalty 3514.955612 = -5342609.339477
  nChanged 2
		SP:Iteration 25Q (71403.950000 sec): 3 clusters
  Score: Raw -5346128.298447 + Penalty 3514.955612 = -5342613.342835
  nChanged 3
		SP:Iteration 26Q (71404.390000 sec): 3 clusters
  Score: Raw -5346130.756728 + Penalty 3514.955612 = -5342615.801116
  nChanged 1
		SP:Iteration 27Q (71404.820000 sec): 3 clusters
  Score: Raw -5346132.018102 + Penalty 3514.955612 = -5342617.062489
  nChanged 2
		SP:Iteration 28Q (71405.190000 sec): 3 clusters
  Score: Raw -5346133.137563 + Penalty 3514.955612 = -5342618.181950
  nChanged 0
		SP:Iteration 29F (71405.640000 sec): 3 clusters
  Score: Raw -5346133.137563 + Penalty 3514.955612 = -5342618.181950
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 28 (3124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71405.800000 sec): 2 clusters
  Score: Raw -304080.527146 + Penalty 1307.616296 = -302772.910851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71405.950000 sec): 3 clusters
  Score: Raw -302641.321923 + Penalty 2615.232591 = -300026.089332
  nChanged 1199
		SP:Iteration 1F (71406.120000 sec): 3 clusters
  Score: Raw -303485.519385 + Penalty 2615.232591 = -300870.286794
  nChanged 318
		SP:Iteration 2F (71406.280000 sec): 3 clusters
  Score: Raw -303803.367294 + Penalty 2615.232591 = -301188.134703
  nChanged 252
		SP:Iteration 3F (71406.440000 sec): 3 clusters
  Score: Raw -304049.443897 + Penalty 2615.232591 = -301434.211306
  nChanged 198
		SP:Iteration 4F (71406.630000 sec): 3 clusters
  Score: Raw -304245.346490 + Penalty 2615.232591 = -301630.113899
  nChanged 172
		SP:Iteration 5F (71406.820000 sec): 3 clusters
  Score: Raw -304423.784618 + Penalty 2615.232591 = -301808.552027
  nChanged 132
		SP:Iteration 6Q (71406.980000 sec): 3 clusters
  Score: Raw -304536.242182 + Penalty 2615.232591 = -301921.009591
  nChanged 91
		SP:Iteration 7Q (71407.160000 sec): 3 clusters
  Score: Raw -304614.567650 + Penalty 2615.232591 = -301999.335059
  nChanged 71
		SP:Iteration 8Q (71407.330000 sec): 3 clusters
  Score: Raw -304682.584364 + Penalty 2615.232591 = -302067.351773
  nChanged 58
		SP:Iteration 9Q (71407.460000 sec): 3 clusters
  Score: Raw -304737.968936 + Penalty 2615.232591 = -302122.736345
  nChanged 47
		SP:Iteration 10Q (71407.640000 sec): 3 clusters
  Score: Raw -304789.793908 + Penalty 2615.232591 = -302174.561317
  nChanged 37
		SP:Iteration 11Q (71407.790000 sec): 3 clusters
  Score: Raw -304819.406543 + Penalty 2615.232591 = -302204.173952
  nChanged 22
		SP:Iteration 12Q (71408.020000 sec): 3 clusters
  Score: Raw -304834.206587 + Penalty 2615.232591 = -302218.973996
  nChanged 14
		SP:Iteration 13Q (71408.200000 sec): 3 clusters
  Score: Raw -304839.584166 + Penalty 2615.232591 = -302224.351575
  nChanged 8
		SP:Iteration 14Q (71408.360000 sec): 3 clusters
  Score: Raw -304843.095375 + Penalty 2615.232591 = -302227.862784
  nChanged 9
		SP:Iteration 15Q (71408.540000 sec): 3 clusters
  Score: Raw -304846.650900 + Penalty 2615.232591 = -302231.418309
  nChanged 5
		SP:Iteration 16Q (71408.670000 sec): 3 clusters
  Score: Raw -304848.938498 + Penalty 2615.232591 = -302233.705907
  nChanged 5
		SP:Iteration 17Q (71408.870000 sec): 3 clusters
  Score: Raw -304851.904441 + Penalty 2615.232591 = -302236.671850
  nChanged 4
		SP:Iteration 18Q (71409.050000 sec): 3 clusters
  Score: Raw -304853.779140 + Penalty 2615.232591 = -302238.546549
  nChanged 4
		SP:Iteration 19Q (71409.200000 sec): 3 clusters
  Score: Raw -304855.598063 + Penalty 2615.232591 = -302240.365472
  nChanged 3
		SP:Iteration 20F (71409.380000 sec): 3 clusters
  Score: Raw -304856.690484 + Penalty 2615.232591 = -302241.457892
  nChanged 3
		SP:Iteration 21Q (71409.540000 sec): 3 clusters
  Score: Raw -304857.852481 + Penalty 2615.232591 = -302242.619890
  nChanged 2
		SP:Iteration 22Q (71409.660000 sec): 3 clusters
  Score: Raw -304858.788105 + Penalty 2615.232591 = -302243.555514
  nChanged 2
		SP:Iteration 23Q (71409.780000 sec): 3 clusters
  Score: Raw -304859.704144 + Penalty 2615.232591 = -302244.471553
  nChanged 3
		SP:Iteration 24Q (71409.970000 sec): 3 clusters
  Score: Raw -304861.470459 + Penalty 2615.232591 = -302246.237868
  nChanged 2
		SP:Iteration 25Q (71410.160000 sec): 3 clusters
  Score: Raw -304862.389341 + Penalty 2615.232591 = -302247.156750
  nChanged 2
		SP:Iteration 26Q (71410.290000 sec): 3 clusters
  Score: Raw -304863.421773 + Penalty 2615.232591 = -302248.189182
  nChanged 1
		SP:Iteration 27Q (71410.510000 sec): 3 clusters
  Score: Raw -304863.761997 + Penalty 2615.232591 = -302248.529406
  nChanged 1
		SP:Iteration 28Q (71410.670000 sec): 3 clusters
  Score: Raw -304864.185284 + Penalty 2615.232591 = -302248.952693
  nChanged 2
		SP:Iteration 29Q (71410.890000 sec): 3 clusters
  Score: Raw -304865.318039 + Penalty 2615.232591 = -302250.085448
  nChanged 1
		SP:Iteration 30Q (71411.080000 sec): 3 clusters
  Score: Raw -304866.044607 + Penalty 2615.232591 = -302250.812015
  nChanged 2
		SP:Iteration 31Q (71411.270000 sec): 3 clusters
  Score: Raw -304866.674169 + Penalty 2615.232591 = -302251.441578
  nChanged 3
		SP:Iteration 32Q (71411.450000 sec): 3 clusters
  Score: Raw -304867.984344 + Penalty 2615.232591 = -302252.751753
  nChanged 3
		SP:Iteration 33Q (71411.590000 sec): 3 clusters
  Score: Raw -304869.066574 + Penalty 2615.232591 = -302253.833983
  nChanged 1
		SP:Iteration 34Q (71411.770000 sec): 3 clusters
  Score: Raw -304869.361482 + Penalty 2615.232591 = -302254.128891
  nChanged 1
		SP:Iteration 35Q (71411.990000 sec): 3 clusters
  Score: Raw -304869.536288 + Penalty 2615.232591 = -302254.303697
  nChanged 3
		SP:Iteration 36Q (71412.180000 sec): 3 clusters
  Score: Raw -304870.989762 + Penalty 2615.232591 = -302255.757170
  nChanged 1
		SP:Iteration 37Q (71412.340000 sec): 3 clusters
  Score: Raw -304871.213781 + Penalty 2615.232591 = -302255.981190
  nChanged 0
		SP:Iteration 38F (71412.510000 sec): 3 clusters
  Score: Raw -304871.213781 + Penalty 2615.232591 = -302255.981190
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 29 (3560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71412.600000 sec): 2 clusters
  Score: Raw -357913.349616 + Penalty 1328.846321 = -356584.503295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71412.790000 sec): 3 clusters
  Score: Raw -356213.725639 + Penalty 2657.692643 = -353556.032997
  nChanged 1344
		SP:Iteration 1F (71412.960000 sec): 3 clusters
  Score: Raw -357099.415303 + Penalty 2657.692643 = -354441.722660
  nChanged 356
		SP:Iteration 2F (71413.130000 sec): 3 clusters
  Score: Raw -357426.501330 + Penalty 2657.692643 = -354768.808688
  nChanged 286
		SP:Iteration 3F (71413.320000 sec): 3 clusters
  Score: Raw -357726.223739 + Penalty 2657.692643 = -355068.531096
  nChanged 250
		SP:Iteration 4F (71413.470000 sec): 3 clusters
  Score: Raw -358014.741792 + Penalty 2657.692643 = -355357.049149
  nChanged 216
		SP:Iteration 5F (71413.660000 sec): 3 clusters
  Score: Raw -358258.066300 + Penalty 2657.692643 = -355600.373657
  nChanged 179
		SP:Iteration 6F (71413.840000 sec): 3 clusters
  Score: Raw -358489.214746 + Penalty 2657.692643 = -355831.522103
  nChanged 158
		SP:Iteration 7Q (71414.020000 sec): 3 clusters
  Score: Raw -358681.143882 + Penalty 2657.692643 = -356023.451239
  nChanged 108
		SP:Iteration 8Q (71414.200000 sec): 3 clusters
  Score: Raw -358764.044083 + Penalty 2657.692643 = -356106.351440
  nChanged 73
		SP:Iteration 9Q (71414.380000 sec): 3 clusters
  Score: Raw -358804.946168 + Penalty 2657.692643 = -356147.253525
  nChanged 42
		SP:Iteration 10Q (71414.550000 sec): 3 clusters
  Score: Raw -358821.900718 + Penalty 2657.692643 = -356164.208075
  nChanged 28
		SP:Iteration 11Q (71414.720000 sec): 3 clusters
  Score: Raw -358832.846146 + Penalty 2657.692643 = -356175.153504
  nChanged 21
		SP:Iteration 12Q (71414.900000 sec): 3 clusters
  Score: Raw -358839.060896 + Penalty 2657.692643 = -356181.368253
  nChanged 11
		SP:Iteration 13Q (71415.080000 sec): 3 clusters
  Score: Raw -358842.468093 + Penalty 2657.692643 = -356184.775450
  nChanged 16
		SP:Iteration 14Q (71415.260000 sec): 3 clusters
  Score: Raw -358848.345792 + Penalty 2657.692643 = -356190.653149
  nChanged 11
		SP:Iteration 15Q (71415.450000 sec): 3 clusters
  Score: Raw -358851.158530 + Penalty 2657.692643 = -356193.465887
  nChanged 7
		SP:Iteration 16Q (71415.630000 sec): 3 clusters
  Score: Raw -358853.394385 + Penalty 2657.692643 = -356195.701742
  nChanged 4
		SP:Iteration 17Q (71415.760000 sec): 3 clusters
  Score: Raw -358855.026132 + Penalty 2657.692643 = -356197.333489
  nChanged 4
		SP:Iteration 18Q (71415.930000 sec): 3 clusters
  Score: Raw -358855.921169 + Penalty 2657.692643 = -356198.228527
  nChanged 2
		SP:Iteration 19Q (71416.110000 sec): 3 clusters
  Score: Raw -358856.343974 + Penalty 2657.692643 = -356198.651332
  nChanged 3
		SP:Iteration 20F (71416.270000 sec): 3 clusters
  Score: Raw -358857.119358 + Penalty 2657.692643 = -356199.426715
  nChanged 4
		SP:Iteration 21Q (71416.450000 sec): 3 clusters
  Score: Raw -358858.027262 + Penalty 2657.692643 = -356200.334619
  nChanged 5
		SP:Iteration 22Q (71416.670000 sec): 3 clusters
  Score: Raw -358859.075723 + Penalty 2657.692643 = -356201.383081
  nChanged 1
		SP:Iteration 23Q (71416.820000 sec): 3 clusters
  Score: Raw -358859.366504 + Penalty 2657.692643 = -356201.673861
  nChanged 0
		SP:Iteration 24F (71417.010000 sec): 3 clusters
  Score: Raw -358859.366504 + Penalty 2657.692643 = -356201.673861
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 30 (107951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71417.710000 sec): 2 clusters
  Score: Raw -11093798.590101 + Penalty 1883.282814 = -11091915.307288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71418.560000 sec): 3 clusters
  Score: Raw -11023395.715624 + Penalty 3766.565627 = -11019629.149997
  nChanged 51730
		SP:Iteration 1F (71419.360000 sec): 3 clusters
  Score: Raw -11055808.266777 + Penalty 3766.565627 = -11052041.701150
  nChanged 5265
		SP:Iteration 2Q (71420.200000 sec): 3 clusters
  Score: Raw -11058118.528211 + Penalty 3766.565627 = -11054351.962584
  nChanged 5742
		SP:Iteration 3F (71421.000000 sec): 3 clusters
  Score: Raw -11061117.516550 + Penalty 3766.565627 = -11057350.950923
  nChanged 6018
		SP:Iteration 4F (71421.930000 sec): 3 clusters
  Score: Raw -11064628.903516 + Penalty 3766.565627 = -11060862.337889
  nChanged 6047
		SP:Iteration 5F (71422.790000 sec): 3 clusters
  Score: Raw -11068331.812382 + Penalty 3766.565627 = -11064565.246755
  nChanged 5722
		SP:Iteration 6F (71423.650000 sec): 3 clusters
  Score: Raw -11071921.915725 + Penalty 3766.565627 = -11068155.350097
  nChanged 5123
		SP:Iteration 7Q (71424.610000 sec): 3 clusters
  Score: Raw -11075195.529734 + Penalty 3766.565627 = -11071428.964106
  nChanged 4533
		SP:Iteration 8Q (71425.490000 sec): 3 clusters
  Score: Raw -11078194.251168 + Penalty 3766.565627 = -11074427.685541
  nChanged 4206
		SP:Iteration 9Q (71426.410000 sec): 3 clusters
  Score: Raw -11080958.835127 + Penalty 3766.565627 = -11077192.269499
  nChanged 3734
		SP:Iteration 10Q (71427.180000 sec): 3 clusters
  Score: Raw -11083271.014206 + Penalty 3766.565627 = -11079504.448579
  nChanged 3339
		SP:Iteration 11Q (71428.020000 sec): 3 clusters
  Score: Raw -11085268.650941 + Penalty 3766.565627 = -11081502.085313
  nChanged 3116
		SP:Iteration 12Q (71428.810000 sec): 3 clusters
  Score: Raw -11087119.966386 + Penalty 3766.565627 = -11083353.400759
  nChanged 2783
		SP:Iteration 13Q (71429.640000 sec): 3 clusters
  Score: Raw -11088825.613740 + Penalty 3766.565627 = -11085059.048113
  nChanged 2446
		SP:Iteration 14Q (71430.460000 sec): 3 clusters
  Score: Raw -11090364.386120 + Penalty 3766.565627 = -11086597.820493
  nChanged 1911
		SP:Iteration 15Q (71431.240000 sec): 3 clusters
  Score: Raw -11091562.510757 + Penalty 3766.565627 = -11087795.945130
  nChanged 1439
		SP:Iteration 16Q (71431.980000 sec): 3 clusters
  Score: Raw -11092468.072038 + Penalty 3766.565627 = -11088701.506411
  nChanged 975
		SP:Iteration 17Q (71432.730000 sec): 3 clusters
  Score: Raw -11093063.692752 + Penalty 3766.565627 = -11089297.127125
  nChanged 577
		SP:Iteration 18Q (71433.500000 sec): 3 clusters
  Score: Raw -11093419.725226 + Penalty 3766.565627 = -11089653.159599
  nChanged 380
		SP:Iteration 19Q (71434.210000 sec): 3 clusters
  Score: Raw -11093647.547317 + Penalty 3766.565627 = -11089880.981689
  nChanged 218
		SP:Iteration 20F (71434.990000 sec): 3 clusters
  Score: Raw -11093784.149570 + Penalty 3766.565627 = -11090017.583943
  nChanged 142
		SP:Iteration 21Q (71435.720000 sec): 3 clusters
  Score: Raw -11093876.845337 + Penalty 3766.565627 = -11090110.279709
  nChanged 96
		SP:Iteration 22Q (71436.480000 sec): 3 clusters
  Score: Raw -11093929.651286 + Penalty 3766.565627 = -11090163.085659
  nChanged 58
		SP:Iteration 23Q (71437.220000 sec): 3 clusters
  Score: Raw -11093963.908501 + Penalty 3766.565627 = -11090197.342874
  nChanged 48
		SP:Iteration 24Q (71437.870000 sec): 3 clusters
  Score: Raw -11093994.730887 + Penalty 3766.565627 = -11090228.165260
  nChanged 33
		SP:Iteration 25Q (71438.610000 sec): 3 clusters
  Score: Raw -11094014.140610 + Penalty 3766.565627 = -11090247.574983
  nChanged 24
		SP:Iteration 26Q (71439.340000 sec): 3 clusters
  Score: Raw -11094028.454059 + Penalty 3766.565627 = -11090261.888431
  nChanged 17
		SP:Iteration 27Q (71440.180000 sec): 3 clusters
  Score: Raw -11094039.488114 + Penalty 3766.565627 = -11090272.922487
  nChanged 17
		SP:Iteration 28Q (71440.910000 sec): 3 clusters
  Score: Raw -11094046.915470 + Penalty 3766.565627 = -11090280.349843
  nChanged 11
		SP:Iteration 29Q (71441.690000 sec): 3 clusters
  Score: Raw -11094051.243251 + Penalty 3766.565627 = -11090284.677624
  nChanged 9
		SP:Iteration 30Q (71442.390000 sec): 3 clusters
  Score: Raw -11094053.939090 + Penalty 3766.565627 = -11090287.373462
  nChanged 2
		SP:Iteration 31Q (71443.020000 sec): 3 clusters
  Score: Raw -11094054.465981 + Penalty 3766.565627 = -11090287.900354
  nChanged 2
		SP:Iteration 32Q (71443.800000 sec): 3 clusters
  Score: Raw -11094055.098955 + Penalty 3766.565627 = -11090288.533328
  nChanged 2
		SP:Iteration 33Q (71444.630000 sec): 3 clusters
  Score: Raw -11094055.800147 + Penalty 3766.565627 = -11090289.234519
  nChanged 3
		SP:Iteration 34Q (71445.520000 sec): 3 clusters
  Score: Raw -11094057.117211 + Penalty 3766.565627 = -11090290.551584
  nChanged 2
		SP:Iteration 35Q (71446.390000 sec): 3 clusters
  Score: Raw -11094058.362037 + Penalty 3766.565627 = -11090291.796409
  nChanged 3
		SP:Iteration 36Q (71447.320000 sec): 3 clusters
  Score: Raw -11094060.466201 + Penalty 3766.565627 = -11090293.900574
  nChanged 3
		SP:Iteration 37Q (71448.250000 sec): 3 clusters
  Score: Raw -11094061.689682 + Penalty 3766.565627 = -11090295.124055
  nChanged 3
		SP:Iteration 38Q (71449.220000 sec): 3 clusters
  Score: Raw -11094062.946328 + Penalty 3766.565627 = -11090296.380700
  nChanged 1
		SP:Iteration 39Q (71450.200000 sec): 3 clusters
  Score: Raw -11094063.196226 + Penalty 3766.565627 = -11090296.630599
  nChanged 1
		SP:Iteration 40F (71451.170000 sec): 3 clusters
  Score: Raw -11094063.935240 + Penalty 3766.565627 = -11090297.369613
  nChanged 4
		SP:Iteration 41Q (71452.030000 sec): 3 clusters
  Score: Raw -11094066.227519 + Penalty 3766.565627 = -11090299.661892
  nChanged 2
		SP:Iteration 42Q (71452.850000 sec): 3 clusters
  Score: Raw -11094066.936010 + Penalty 3766.565627 = -11090300.370383
  nChanged 2
		SP:Iteration 43Q (71453.590000 sec): 3 clusters
  Score: Raw -11094067.540822 + Penalty 3766.565627 = -11090300.975195
  nChanged 2
		SP:Iteration 44Q (71454.330000 sec): 3 clusters
  Score: Raw -11094068.313865 + Penalty 3766.565627 = -11090301.748238
  nChanged 2
		SP:Iteration 45Q (71455.100000 sec): 3 clusters
  Score: Raw -11094068.833647 + Penalty 3766.565627 = -11090302.268020
  nChanged 1
		SP:Iteration 46Q (71455.920000 sec): 3 clusters
  Score: Raw -11094069.538249 + Penalty 3766.565627 = -11090302.972622
  nChanged 2
		SP:Iteration 47Q (71456.720000 sec): 3 clusters
  Score: Raw -11094070.221215 + Penalty 3766.565627 = -11090303.655588
  nChanged 1
		SP:Iteration 48Q (71457.500000 sec): 3 clusters
  Score: Raw -11094070.480867 + Penalty 3766.565627 = -11090303.915240
  nChanged 0
		SP:Iteration 49F (71458.310000 sec): 3 clusters
  Score: Raw -11094070.480867 + Penalty 3766.565627 = -11090303.915240
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 31 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71458.460000 sec): 2 clusters
  Score: Raw -20974.888307 + Penalty 885.094823 = -20089.793484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71458.640000 sec): 3 clusters
  Score: Raw -21134.149268 + Penalty 1770.189646 = -19363.959623
  nChanged 34
		SP:Iteration 1F (71458.810000 sec): 3 clusters
  Score: Raw -21210.791789 + Penalty 1770.189646 = -19440.602143
  nChanged 8
		SP:Iteration 2Q (71458.980000 sec): 3 clusters
  Score: Raw -21236.690318 + Penalty 1770.189646 = -19466.500672
  nChanged 1
		SP:Iteration 3Q (71459.120000 sec): 3 clusters
  Score: Raw -21239.722817 + Penalty 1770.189646 = -19469.533171
  nChanged 0
		SP:Iteration 4F (71459.240000 sec): 3 clusters
  Score: Raw -21239.722817 + Penalty 1770.189646 = -19469.533171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 32 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71459.340000 sec): 2 clusters
  Score: Raw -148357.075110 + Penalty 1171.277229 = -147185.797881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71459.540000 sec): 3 clusters
  Score: Raw -147860.506746 + Penalty 2342.554458 = -145517.952287
  nChanged 423
		SP:Iteration 1F (71459.680000 sec): 3 clusters
  Score: Raw -148176.255063 + Penalty 2342.554458 = -145833.700605
  nChanged 99
		SP:Iteration 2F (71459.840000 sec): 3 clusters
  Score: Raw -148249.911629 + Penalty 2342.554458 = -145907.357171
  nChanged 52
		SP:Iteration 3Q (71460.000000 sec): 3 clusters
  Score: Raw -148298.767555 + Penalty 2342.554458 = -145956.213097
  nChanged 46
		SP:Iteration 4Q (71460.190000 sec): 3 clusters
  Score: Raw -148347.903641 + Penalty 2342.554458 = -146005.349183
  nChanged 44
		SP:Iteration 5Q (71460.400000 sec): 3 clusters
  Score: Raw -148392.551108 + Penalty 2342.554458 = -146049.996650
  nChanged 38
		SP:Iteration 6Q (71460.560000 sec): 3 clusters
  Score: Raw -148432.520157 + Penalty 2342.554458 = -146089.965699
  nChanged 40
		SP:Iteration 7Q (71460.740000 sec): 3 clusters
  Score: Raw -148477.615426 + Penalty 2342.554458 = -146135.060967
  nChanged 48
		SP:Iteration 8Q (71460.900000 sec): 3 clusters
  Score: Raw -148526.693333 + Penalty 2342.554458 = -146184.138875
  nChanged 51
		SP:Iteration 9Q (71461.100000 sec): 3 clusters
  Score: Raw -148579.466519 + Penalty 2342.554458 = -146236.912061
  nChanged 28
		SP:Iteration 10Q (71461.250000 sec): 3 clusters
  Score: Raw -148606.263534 + Penalty 2342.554458 = -146263.709076
  nChanged 21
		SP:Iteration 11Q (71461.380000 sec): 3 clusters
  Score: Raw -148638.276325 + Penalty 2342.554458 = -146295.721867
  nChanged 32
		SP:Iteration 12Q (71461.540000 sec): 3 clusters
  Score: Raw -148671.747951 + Penalty 2342.554458 = -146329.193493
  nChanged 27
		SP:Iteration 13Q (71461.670000 sec): 3 clusters
  Score: Raw -148696.060358 + Penalty 2342.554458 = -146353.505900
  nChanged 19
		SP:Iteration 14Q (71461.850000 sec): 3 clusters
  Score: Raw -148714.456361 + Penalty 2342.554458 = -146371.901903
  nChanged 15
		SP:Iteration 15Q (71461.980000 sec): 3 clusters
  Score: Raw -148726.013728 + Penalty 2342.554458 = -146383.459269
  nChanged 11
		SP:Iteration 16Q (71462.120000 sec): 3 clusters
  Score: Raw -148735.297594 + Penalty 2342.554458 = -146392.743136
  nChanged 11
		SP:Iteration 17Q (71462.280000 sec): 3 clusters
  Score: Raw -148742.505368 + Penalty 2342.554458 = -146399.950910
  nChanged 8
		SP:Iteration 18Q (71462.480000 sec): 3 clusters
  Score: Raw -148750.231931 + Penalty 2342.554458 = -146407.677473
  nChanged 10
		SP:Iteration 19Q (71462.600000 sec): 3 clusters
  Score: Raw -148764.591594 + Penalty 2342.554458 = -146422.037136
  nChanged 10
		SP:Iteration 20F (71462.750000 sec): 3 clusters
  Score: Raw -148773.233142 + Penalty 2342.554458 = -146430.678684
  nChanged 6
		SP:Iteration 21Q (71462.920000 sec): 3 clusters
  Score: Raw -148779.545939 + Penalty 2342.554458 = -146436.991481
  nChanged 2
		SP:Iteration 22Q (71463.080000 sec): 3 clusters
  Score: Raw -148784.788303 + Penalty 2342.554458 = -146442.233845
  nChanged 5
		SP:Iteration 23Q (71463.260000 sec): 3 clusters
  Score: Raw -148791.013232 + Penalty 2342.554458 = -146448.458773
  nChanged 5
		SP:Iteration 24Q (71463.380000 sec): 3 clusters
  Score: Raw -148797.210079 + Penalty 2342.554458 = -146454.655621
  nChanged 6
		SP:Iteration 25Q (71463.560000 sec): 3 clusters
  Score: Raw -148804.572538 + Penalty 2342.554458 = -146462.018079
  nChanged 1
		SP:Iteration 26Q (71463.800000 sec): 3 clusters
  Score: Raw -148805.222387 + Penalty 2342.554458 = -146462.667929
  nChanged 1
		SP:Iteration 27Q (71463.970000 sec): 3 clusters
  Score: Raw -148807.477614 + Penalty 2342.554458 = -146464.923155
  nChanged 2
		SP:Iteration 28Q (71464.220000 sec): 3 clusters
  Score: Raw -148808.523132 + Penalty 2342.554458 = -146465.968674
  nChanged 0
		SP:Iteration 29F (71464.350000 sec): 3 clusters
  Score: Raw -148808.523132 + Penalty 2342.554458 = -146465.968674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 33 (11881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71464.480000 sec): 2 clusters
  Score: Raw -1219526.235651 + Penalty 1524.688062 = -1218001.547590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71464.680000 sec): 3 clusters
  Score: Raw -1212598.972907 + Penalty 3049.376123 = -1209549.596784
  nChanged 5270
		SP:Iteration 1F (71464.870000 sec): 3 clusters
  Score: Raw -1215875.227161 + Penalty 3049.376123 = -1212825.851038
  nChanged 908
		SP:Iteration 2F (71465.090000 sec): 3 clusters
  Score: Raw -1216460.027935 + Penalty 3049.376123 = -1213410.651811
  nChanged 852
		SP:Iteration 3F (71465.370000 sec): 3 clusters
  Score: Raw -1217079.618950 + Penalty 3049.376123 = -1214030.242826
  nChanged 804
		SP:Iteration 4F (71465.600000 sec): 3 clusters
  Score: Raw -1217612.754467 + Penalty 3049.376123 = -1214563.378344
  nChanged 646
		SP:Iteration 5F (71465.860000 sec): 3 clusters
  Score: Raw -1217984.433987 + Penalty 3049.376123 = -1214935.057864
  nChanged 502
		SP:Iteration 6Q (71466.080000 sec): 3 clusters
  Score: Raw -1218240.831589 + Penalty 3049.376123 = -1215191.455466
  nChanged 426
		SP:Iteration 7Q (71466.330000 sec): 3 clusters
  Score: Raw -1218420.260902 + Penalty 3049.376123 = -1215370.884779
  nChanged 338
		SP:Iteration 8Q (71466.580000 sec): 3 clusters
  Score: Raw -1218557.664581 + Penalty 3049.376123 = -1215508.288457
  nChanged 280
		SP:Iteration 9Q (71466.840000 sec): 3 clusters
  Score: Raw -1218659.206864 + Penalty 3049.376123 = -1215609.830741
  nChanged 233
		SP:Iteration 10Q (71467.050000 sec): 3 clusters
  Score: Raw -1218744.983974 + Penalty 3049.376123 = -1215695.607851
  nChanged 212
		SP:Iteration 11Q (71467.300000 sec): 3 clusters
  Score: Raw -1218816.688080 + Penalty 3049.376123 = -1215767.311957
  nChanged 174
		SP:Iteration 12Q (71467.560000 sec): 3 clusters
  Score: Raw -1218872.736853 + Penalty 3049.376123 = -1215823.360729
  nChanged 171
		SP:Iteration 13Q (71467.880000 sec): 3 clusters
  Score: Raw -1218923.701128 + Penalty 3049.376123 = -1215874.325005
  nChanged 166
		SP:Iteration 14Q (71468.110000 sec): 3 clusters
  Score: Raw -1218971.782212 + Penalty 3049.376123 = -1215922.406089
  nChanged 173
		SP:Iteration 15Q (71468.410000 sec): 3 clusters
  Score: Raw -1219022.678001 + Penalty 3049.376123 = -1215973.301877
  nChanged 167
		SP:Iteration 16Q (71468.670000 sec): 3 clusters
  Score: Raw -1219071.660171 + Penalty 3049.376123 = -1216022.284047
  nChanged 167
		SP:Iteration 17Q (71468.860000 sec): 3 clusters
  Score: Raw -1219124.916157 + Penalty 3049.376123 = -1216075.540034
  nChanged 180
		SP:Iteration 18Q (71469.100000 sec): 3 clusters
  Score: Raw -1219188.360045 + Penalty 3049.376123 = -1216138.983921
  nChanged 203
		SP:Iteration 19Q (71469.330000 sec): 3 clusters
  Score: Raw -1219269.546690 + Penalty 3049.376123 = -1216220.170567
  nChanged 210
		SP:Iteration 20F (71469.570000 sec): 3 clusters
  Score: Raw -1219355.567295 + Penalty 3049.376123 = -1216306.191171
  nChanged 224
		SP:Iteration 21Q (71469.830000 sec): 3 clusters
  Score: Raw -1219445.194334 + Penalty 3049.376123 = -1216395.818210
  nChanged 235
		SP:Iteration 22Q (71470.030000 sec): 3 clusters
  Score: Raw -1219545.196681 + Penalty 3049.376123 = -1216495.820557
  nChanged 214
		SP:Iteration 23Q (71470.250000 sec): 3 clusters
  Score: Raw -1219634.075284 + Penalty 3049.376123 = -1216584.699160
  nChanged 227
		SP:Iteration 24Q (71470.470000 sec): 3 clusters
  Score: Raw -1219731.958782 + Penalty 3049.376123 = -1216682.582659
  nChanged 221
		SP:Iteration 25Q (71470.730000 sec): 3 clusters
  Score: Raw -1219817.652821 + Penalty 3049.376123 = -1216768.276698
  nChanged 179
		SP:Iteration 26Q (71471.000000 sec): 3 clusters
  Score: Raw -1219883.494535 + Penalty 3049.376123 = -1216834.118411
  nChanged 195
		SP:Iteration 27Q (71471.220000 sec): 3 clusters
  Score: Raw -1219955.137459 + Penalty 3049.376123 = -1216905.761336
  nChanged 175
		SP:Iteration 28Q (71471.450000 sec): 3 clusters
  Score: Raw -1220008.816678 + Penalty 3049.376123 = -1216959.440554
  nChanged 137
		SP:Iteration 29Q (71471.690000 sec): 3 clusters
  Score: Raw -1220048.643406 + Penalty 3049.376123 = -1216999.267283
  nChanged 125
		SP:Iteration 30Q (71471.960000 sec): 3 clusters
  Score: Raw -1220083.134035 + Penalty 3049.376123 = -1217033.757911
  nChanged 116
		SP:Iteration 31Q (71472.120000 sec): 3 clusters
  Score: Raw -1220119.719961 + Penalty 3049.376123 = -1217070.343837
  nChanged 114
		SP:Iteration 32Q (71472.330000 sec): 3 clusters
  Score: Raw -1220152.891420 + Penalty 3049.376123 = -1217103.515297
  nChanged 93
		SP:Iteration 33Q (71472.540000 sec): 3 clusters
  Score: Raw -1220177.161322 + Penalty 3049.376123 = -1217127.785198
  nChanged 76
		SP:Iteration 34Q (71472.790000 sec): 3 clusters
  Score: Raw -1220198.215634 + Penalty 3049.376123 = -1217148.839510
  nChanged 75
		SP:Iteration 35Q (71473.050000 sec): 3 clusters
  Score: Raw -1220218.518198 + Penalty 3049.376123 = -1217169.142075
  nChanged 65
		SP:Iteration 36Q (71473.270000 sec): 3 clusters
  Score: Raw -1220234.414781 + Penalty 3049.376123 = -1217185.038658
  nChanged 59
		SP:Iteration 37Q (71473.510000 sec): 3 clusters
  Score: Raw -1220246.904741 + Penalty 3049.376123 = -1217197.528618
  nChanged 51
		SP:Iteration 38Q (71473.750000 sec): 3 clusters
  Score: Raw -1220257.837604 + Penalty 3049.376123 = -1217208.461480
  nChanged 40
		SP:Iteration 39Q (71473.980000 sec): 3 clusters
  Score: Raw -1220265.878727 + Penalty 3049.376123 = -1217216.502603
  nChanged 37
		SP:Iteration 40F (71474.180000 sec): 3 clusters
  Score: Raw -1220273.392079 + Penalty 3049.376123 = -1217224.015955
  nChanged 35
		SP:Iteration 41Q (71474.420000 sec): 3 clusters
  Score: Raw -1220281.622903 + Penalty 3049.376123 = -1217232.246779
  nChanged 41
		SP:Iteration 42Q (71474.690000 sec): 3 clusters
  Score: Raw -1220289.119177 + Penalty 3049.376123 = -1217239.743054
  nChanged 34
		SP:Iteration 43Q (71474.920000 sec): 3 clusters
  Score: Raw -1220297.406777 + Penalty 3049.376123 = -1217248.030653
  nChanged 37
		SP:Iteration 44Q (71475.140000 sec): 3 clusters
  Score: Raw -1220306.841107 + Penalty 3049.376123 = -1217257.464984
  nChanged 28
		SP:Iteration 45Q (71475.330000 sec): 3 clusters
  Score: Raw -1220313.430005 + Penalty 3049.376123 = -1217264.053882
  nChanged 27
		SP:Iteration 46Q (71475.550000 sec): 3 clusters
  Score: Raw -1220319.486845 + Penalty 3049.376123 = -1217270.110721
  nChanged 28
		SP:Iteration 47Q (71475.750000 sec): 3 clusters
  Score: Raw -1220325.559300 + Penalty 3049.376123 = -1217276.183177
  nChanged 21
		SP:Iteration 48Q (71475.990000 sec): 3 clusters
  Score: Raw -1220329.776988 + Penalty 3049.376123 = -1217280.400864
  nChanged 18
		SP:Iteration 49Q (71476.220000 sec): 3 clusters
  Score: Raw -1220333.573794 + Penalty 3049.376123 = -1217284.197670
  nChanged 24
		SP:Iteration 50Q (71476.480000 sec): 3 clusters
  Score: Raw -1220339.152322 + Penalty 3049.376123 = -1217289.776198
  nChanged 24
		SP:Iteration 51Q (71476.710000 sec): 3 clusters
  Score: Raw -1220343.829436 + Penalty 3049.376123 = -1217294.453312
  nChanged 15
		SP:Iteration 52Q (71477.000000 sec): 3 clusters
  Score: Raw -1220346.883089 + Penalty 3049.376123 = -1217297.506966
  nChanged 17
		SP:Iteration 53Q (71477.230000 sec): 3 clusters
  Score: Raw -1220350.074218 + Penalty 3049.376123 = -1217300.698095
  nChanged 8
		SP:Iteration 54Q (71477.460000 sec): 3 clusters
  Score: Raw -1220351.536766 + Penalty 3049.376123 = -1217302.160642
  nChanged 8
		SP:Iteration 55Q (71477.740000 sec): 3 clusters
  Score: Raw -1220353.577209 + Penalty 3049.376123 = -1217304.201085
  nChanged 14
		SP:Iteration 56Q (71477.940000 sec): 3 clusters
  Score: Raw -1220356.636633 + Penalty 3049.376123 = -1217307.260510
  nChanged 13
		SP:Iteration 57Q (71478.170000 sec): 3 clusters
  Score: Raw -1220359.363472 + Penalty 3049.376123 = -1217309.987349
  nChanged 8
		SP:Iteration 58Q (71478.430000 sec): 3 clusters
  Score: Raw -1220360.826661 + Penalty 3049.376123 = -1217311.450538
  nChanged 5
		SP:Iteration 59Q (71478.690000 sec): 3 clusters
  Score: Raw -1220361.680471 + Penalty 3049.376123 = -1217312.304348
  nChanged 6
		SP:Iteration 60F (71478.950000 sec): 3 clusters
  Score: Raw -1220362.839307 + Penalty 3049.376123 = -1217313.463184
  nChanged 5
		SP:Iteration 61Q (71479.190000 sec): 3 clusters
  Score: Raw -1220363.628205 + Penalty 3049.376123 = -1217314.252082
  nChanged 4
		SP:Iteration 62Q (71479.420000 sec): 3 clusters
  Score: Raw -1220364.170357 + Penalty 3049.376123 = -1217314.794233
  nChanged 3
		SP:Iteration 63Q (71479.640000 sec): 3 clusters
  Score: Raw -1220364.493391 + Penalty 3049.376123 = -1217315.117268
  nChanged 0
		SP:Iteration 64F (71479.880000 sec): 3 clusters
  Score: Raw -1220364.493391 + Penalty 3049.376123 = -1217315.117268
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 34 (20575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71480.100000 sec): 2 clusters
  Score: Raw -1961663.907130 + Penalty 1613.922704 = -1960049.984426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71480.400000 sec): 3 clusters
  Score: Raw -1949137.960852 + Penalty 3227.845408 = -1945910.115444
  nChanged 9431
		SP:Iteration 1F (71480.660000 sec): 3 clusters
  Score: Raw -1954711.290266 + Penalty 3227.845408 = -1951483.444857
  nChanged 1449
		SP:Iteration 2F (71481.010000 sec): 3 clusters
  Score: Raw -1955618.446707 + Penalty 3227.845408 = -1952390.601298
  nChanged 1480
		SP:Iteration 3F (71481.300000 sec): 3 clusters
  Score: Raw -1956611.189829 + Penalty 3227.845408 = -1953383.344420
  nChanged 1433
		SP:Iteration 4F (71481.610000 sec): 3 clusters
  Score: Raw -1957523.190968 + Penalty 3227.845408 = -1954295.345560
  nChanged 1264
		SP:Iteration 5F (71481.980000 sec): 3 clusters
  Score: Raw -1958255.780765 + Penalty 3227.845408 = -1955027.935357
  nChanged 1064
		SP:Iteration 6F (71482.280000 sec): 3 clusters
  Score: Raw -1958840.190942 + Penalty 3227.845408 = -1955612.345534
  nChanged 898
		SP:Iteration 7Q (71482.560000 sec): 3 clusters
  Score: Raw -1959266.230036 + Penalty 3227.845408 = -1956038.384628
  nChanged 695
		SP:Iteration 8Q (71482.860000 sec): 3 clusters
  Score: Raw -1959555.244059 + Penalty 3227.845408 = -1956327.398651
  nChanged 521
		SP:Iteration 9Q (71483.200000 sec): 3 clusters
  Score: Raw -1959752.439964 + Penalty 3227.845408 = -1956524.594556
  nChanged 476
		SP:Iteration 10Q (71483.510000 sec): 3 clusters
  Score: Raw -1959919.201090 + Penalty 3227.845408 = -1956691.355682
  nChanged 360
		SP:Iteration 11Q (71483.820000 sec): 3 clusters
  Score: Raw -1960039.488356 + Penalty 3227.845408 = -1956811.642948
  nChanged 346
		SP:Iteration 12Q (71484.120000 sec): 3 clusters
  Score: Raw -1960154.465906 + Penalty 3227.845408 = -1956926.620497
  nChanged 280
		SP:Iteration 13Q (71484.430000 sec): 3 clusters
  Score: Raw -1960243.518451 + Penalty 3227.845408 = -1957015.673042
  nChanged 262
		SP:Iteration 14Q (71484.770000 sec): 3 clusters
  Score: Raw -1960332.722402 + Penalty 3227.845408 = -1957104.876994
  nChanged 248
		SP:Iteration 15Q (71485.070000 sec): 3 clusters
  Score: Raw -1960430.379312 + Penalty 3227.845408 = -1957202.533904
  nChanged 243
		SP:Iteration 16Q (71485.410000 sec): 3 clusters
  Score: Raw -1960524.459775 + Penalty 3227.845408 = -1957296.614367
  nChanged 238
		SP:Iteration 17Q (71485.690000 sec): 3 clusters
  Score: Raw -1960607.461960 + Penalty 3227.845408 = -1957379.616551
  nChanged 209
		SP:Iteration 18Q (71486.020000 sec): 3 clusters
  Score: Raw -1960671.347515 + Penalty 3227.845408 = -1957443.502107
  nChanged 186
		SP:Iteration 19Q (71486.310000 sec): 3 clusters
  Score: Raw -1960733.870962 + Penalty 3227.845408 = -1957506.025554
  nChanged 220
		SP:Iteration 20F (71486.610000 sec): 3 clusters
  Score: Raw -1960808.002327 + Penalty 3227.845408 = -1957580.156919
  nChanged 225
		SP:Iteration 21Q (71486.950000 sec): 3 clusters
  Score: Raw -1960887.369436 + Penalty 3227.845408 = -1957659.524027
  nChanged 206
		SP:Iteration 22Q (71487.250000 sec): 3 clusters
  Score: Raw -1960956.303748 + Penalty 3227.845408 = -1957728.458340
  nChanged 213
		SP:Iteration 23Q (71487.490000 sec): 3 clusters
  Score: Raw -1961018.921969 + Penalty 3227.845408 = -1957791.076561
  nChanged 195
		SP:Iteration 24Q (71487.800000 sec): 3 clusters
  Score: Raw -1961076.294820 + Penalty 3227.845408 = -1957848.449412
  nChanged 189
		SP:Iteration 25Q (71488.100000 sec): 3 clusters
  Score: Raw -1961136.726651 + Penalty 3227.845408 = -1957908.881243
  nChanged 182
		SP:Iteration 26Q (71488.410000 sec): 3 clusters
  Score: Raw -1961190.418712 + Penalty 3227.845408 = -1957962.573303
  nChanged 176
		SP:Iteration 27Q (71488.650000 sec): 3 clusters
  Score: Raw -1961236.982351 + Penalty 3227.845408 = -1958009.136943
  nChanged 159
		SP:Iteration 28Q (71488.970000 sec): 3 clusters
  Score: Raw -1961276.506141 + Penalty 3227.845408 = -1958048.660732
  nChanged 135
		SP:Iteration 29Q (71489.320000 sec): 3 clusters
  Score: Raw -1961305.998537 + Penalty 3227.845408 = -1958078.153128
  nChanged 111
		SP:Iteration 30Q (71489.580000 sec): 3 clusters
  Score: Raw -1961324.270169 + Penalty 3227.845408 = -1958096.424761
  nChanged 92
		SP:Iteration 31Q (71489.930000 sec): 3 clusters
  Score: Raw -1961339.717567 + Penalty 3227.845408 = -1958111.872159
  nChanged 85
		SP:Iteration 32Q (71490.210000 sec): 3 clusters
  Score: Raw -1961356.395096 + Penalty 3227.845408 = -1958128.549688
  nChanged 87
		SP:Iteration 33Q (71490.550000 sec): 3 clusters
  Score: Raw -1961371.599257 + Penalty 3227.845408 = -1958143.753849
  nChanged 73
		SP:Iteration 34Q (71490.920000 sec): 3 clusters
  Score: Raw -1961383.446260 + Penalty 3227.845408 = -1958155.600852
  nChanged 81
		SP:Iteration 35Q (71491.190000 sec): 3 clusters
  Score: Raw -1961400.384031 + Penalty 3227.845408 = -1958172.538623
  nChanged 94
		SP:Iteration 36Q (71491.500000 sec): 3 clusters
  Score: Raw -1961423.760509 + Penalty 3227.845408 = -1958195.915101
  nChanged 114
		SP:Iteration 37Q (71491.840000 sec): 3 clusters
  Score: Raw -1961447.287607 + Penalty 3227.845408 = -1958219.442199
  nChanged 109
		SP:Iteration 38Q (71492.110000 sec): 3 clusters
  Score: Raw -1961472.040781 + Penalty 3227.845408 = -1958244.195373
  nChanged 107
		SP:Iteration 39Q (71492.390000 sec): 3 clusters
  Score: Raw -1961496.621007 + Penalty 3227.845408 = -1958268.775599
  nChanged 123
		SP:Iteration 40F (71492.690000 sec): 3 clusters
  Score: Raw -1961529.359416 + Penalty 3227.845408 = -1958301.514008
  nChanged 141
		SP:Iteration 41Q (71493.020000 sec): 3 clusters
  Score: Raw -1961566.686162 + Penalty 3227.845408 = -1958338.840754
  nChanged 133
		SP:Iteration 42Q (71493.260000 sec): 3 clusters
  Score: Raw -1961602.799811 + Penalty 3227.845408 = -1958374.954402
  nChanged 147
		SP:Iteration 43Q (71493.590000 sec): 3 clusters
  Score: Raw -1961647.051848 + Penalty 3227.845408 = -1958419.206440
  nChanged 146
		SP:Iteration 44Q (71493.870000 sec): 3 clusters
  Score: Raw -1961697.745056 + Penalty 3227.845408 = -1958469.899648
  nChanged 151
		SP:Iteration 45Q (71494.200000 sec): 3 clusters
  Score: Raw -1961758.119086 + Penalty 3227.845408 = -1958530.273677
  nChanged 175
		SP:Iteration 46Q (71494.510000 sec): 3 clusters
  Score: Raw -1961829.760547 + Penalty 3227.845408 = -1958601.915139
  nChanged 183
		SP:Iteration 47Q (71494.810000 sec): 3 clusters
  Score: Raw -1961899.835139 + Penalty 3227.845408 = -1958671.989731
  nChanged 164
		SP:Iteration 48Q (71495.080000 sec): 3 clusters
  Score: Raw -1961954.303713 + Penalty 3227.845408 = -1958726.458305
  nChanged 150
		SP:Iteration 49Q (71495.470000 sec): 3 clusters
  Score: Raw -1962006.749597 + Penalty 3227.845408 = -1958778.904188
  nChanged 156
		SP:Iteration 50Q (71495.790000 sec): 3 clusters
  Score: Raw -1962058.665599 + Penalty 3227.845408 = -1958830.820191
  nChanged 145
		SP:Iteration 51Q (71496.090000 sec): 3 clusters
  Score: Raw -1962107.076779 + Penalty 3227.845408 = -1958879.231370
  nChanged 132
		SP:Iteration 52Q (71496.370000 sec): 3 clusters
  Score: Raw -1962149.026993 + Penalty 3227.845408 = -1958921.181585
  nChanged 139
		SP:Iteration 53Q (71496.690000 sec): 3 clusters
  Score: Raw -1962196.399506 + Penalty 3227.845408 = -1958968.554097
  nChanged 143
		SP:Iteration 54Q (71497.000000 sec): 3 clusters
  Score: Raw -1962246.114308 + Penalty 3227.845408 = -1959018.268899
  nChanged 134
		SP:Iteration 55Q (71497.300000 sec): 3 clusters
  Score: Raw -1962289.954529 + Penalty 3227.845408 = -1959062.109121
  nChanged 109
		SP:Iteration 56Q (71497.590000 sec): 3 clusters
  Score: Raw -1962331.280639 + Penalty 3227.845408 = -1959103.435230
  nChanged 120
		SP:Iteration 57Q (71497.870000 sec): 3 clusters
  Score: Raw -1962374.958533 + Penalty 3227.845408 = -1959147.113124
  nChanged 104
		SP:Iteration 58Q (71498.090000 sec): 3 clusters
  Score: Raw -1962411.145186 + Penalty 3227.845408 = -1959183.299778
  nChanged 106
		SP:Iteration 59Q (71498.350000 sec): 3 clusters
  Score: Raw -1962448.165402 + Penalty 3227.845408 = -1959220.319994
  nChanged 79
		SP:Iteration 60F (71498.670000 sec): 3 clusters
  Score: Raw -1962473.309086 + Penalty 3227.845408 = -1959245.463678
  nChanged 54
		SP:Iteration 61Q (71498.930000 sec): 3 clusters
  Score: Raw -1962490.378236 + Penalty 3227.845408 = -1959262.532827
  nChanged 54
		SP:Iteration 62Q (71499.220000 sec): 3 clusters
  Score: Raw -1962505.979855 + Penalty 3227.845408 = -1959278.134446
  nChanged 54
		SP:Iteration 63Q (71499.550000 sec): 3 clusters
  Score: Raw -1962518.821013 + Penalty 3227.845408 = -1959290.975604
  nChanged 45
		SP:Iteration 64Q (71499.820000 sec): 3 clusters
  Score: Raw -1962530.196945 + Penalty 3227.845408 = -1959302.351537
  nChanged 31
		SP:Iteration 65Q (71500.130000 sec): 3 clusters
  Score: Raw -1962539.021971 + Penalty 3227.845408 = -1959311.176563
  nChanged 39
		SP:Iteration 66Q (71500.400000 sec): 3 clusters
  Score: Raw -1962549.673046 + Penalty 3227.845408 = -1959321.827638
  nChanged 31
		SP:Iteration 67Q (71500.620000 sec): 3 clusters
  Score: Raw -1962557.802992 + Penalty 3227.845408 = -1959329.957584
  nChanged 23
		SP:Iteration 68Q (71500.910000 sec): 3 clusters
  Score: Raw -1962563.756301 + Penalty 3227.845408 = -1959335.910892
  nChanged 29
		SP:Iteration 69Q (71501.190000 sec): 3 clusters
  Score: Raw -1962571.458774 + Penalty 3227.845408 = -1959343.613366
  nChanged 33
		SP:Iteration 70Q (71501.460000 sec): 3 clusters
  Score: Raw -1962581.735259 + Penalty 3227.845408 = -1959353.889851
  nChanged 39
		SP:Iteration 71Q (71501.690000 sec): 3 clusters
  Score: Raw -1962594.161923 + Penalty 3227.845408 = -1959366.316515
  nChanged 39
		SP:Iteration 72Q (71501.930000 sec): 3 clusters
  Score: Raw -1962606.593808 + Penalty 3227.845408 = -1959378.748399
  nChanged 38
		SP:Iteration 73Q (71502.170000 sec): 3 clusters
  Score: Raw -1962617.801416 + Penalty 3227.845408 = -1959389.956008
  nChanged 34
		SP:Iteration 74Q (71502.440000 sec): 3 clusters
  Score: Raw -1962629.301425 + Penalty 3227.845408 = -1959401.456017
  nChanged 40
		SP:Iteration 75Q (71502.850000 sec): 3 clusters
  Score: Raw -1962643.646123 + Penalty 3227.845408 = -1959415.800714
  nChanged 40
		SP:Iteration 76Q (71503.170000 sec): 3 clusters
  Score: Raw -1962659.832199 + Penalty 3227.845408 = -1959431.986791
  nChanged 33
		SP:Iteration 77Q (71503.450000 sec): 3 clusters
  Score: Raw -1962673.789474 + Penalty 3227.845408 = -1959445.944066
  nChanged 30
		SP:Iteration 78Q (71503.760000 sec): 3 clusters
  Score: Raw -1962685.301431 + Penalty 3227.845408 = -1959457.456023
  nChanged 29
		SP:Iteration 79Q (71504.110000 sec): 3 clusters
  Score: Raw -1962693.959676 + Penalty 3227.845408 = -1959466.114267
  nChanged 25
		SP:Iteration 80F (71504.440000 sec): 3 clusters
  Score: Raw -1962702.974371 + Penalty 3227.845408 = -1959475.128962
  nChanged 22
		SP:Iteration 81Q (71504.790000 sec): 3 clusters
  Score: Raw -1962710.710750 + Penalty 3227.845408 = -1959482.865342
  nChanged 20
		SP:Iteration 82Q (71505.120000 sec): 3 clusters
  Score: Raw -1962715.963851 + Penalty 3227.845408 = -1959488.118443
  nChanged 24
		SP:Iteration 83Q (71505.410000 sec): 3 clusters
  Score: Raw -1962722.922508 + Penalty 3227.845408 = -1959495.077099
  nChanged 22
		SP:Iteration 84Q (71505.720000 sec): 3 clusters
  Score: Raw -1962729.663867 + Penalty 3227.845408 = -1959501.818459
  nChanged 22
		SP:Iteration 85Q (71505.940000 sec): 3 clusters
  Score: Raw -1962737.240758 + Penalty 3227.845408 = -1959509.395349
  nChanged 20
		SP:Iteration 86Q (71506.230000 sec): 3 clusters
  Score: Raw -1962743.761709 + Penalty 3227.845408 = -1959515.916300
  nChanged 15
		SP:Iteration 87Q (71506.500000 sec): 3 clusters
  Score: Raw -1962749.688331 + Penalty 3227.845408 = -1959521.842923
  nChanged 16
		SP:Iteration 88Q (71506.810000 sec): 3 clusters
  Score: Raw -1962755.213948 + Penalty 3227.845408 = -1959527.368540
  nChanged 12
		SP:Iteration 89Q (71507.170000 sec): 3 clusters
  Score: Raw -1962758.625185 + Penalty 3227.845408 = -1959530.779777
  nChanged 7
		SP:Iteration 90Q (71507.480000 sec): 3 clusters
  Score: Raw -1962760.289491 + Penalty 3227.845408 = -1959532.444082
  nChanged 8
		SP:Iteration 91Q (71507.760000 sec): 3 clusters
  Score: Raw -1962762.003736 + Penalty 3227.845408 = -1959534.158328
  nChanged 5
		SP:Iteration 92Q (71508.080000 sec): 3 clusters
  Score: Raw -1962763.000871 + Penalty 3227.845408 = -1959535.155462
  nChanged 1
		SP:Iteration 93Q (71508.330000 sec): 3 clusters
  Score: Raw -1962763.094699 + Penalty 3227.845408 = -1959535.249291
  nChanged 3
		SP:Iteration 94Q (71508.610000 sec): 3 clusters
  Score: Raw -1962763.759773 + Penalty 3227.845408 = -1959535.914365
  nChanged 2
		SP:Iteration 95Q (71508.900000 sec): 3 clusters
  Score: Raw -1962764.136687 + Penalty 3227.845408 = -1959536.291278
  nChanged 2
		SP:Iteration 96Q (71509.140000 sec): 3 clusters
  Score: Raw -1962764.479909 + Penalty 3227.845408 = -1959536.634501
  nChanged 2
		SP:Iteration 97Q (71509.380000 sec): 3 clusters
  Score: Raw -1962765.208005 + Penalty 3227.845408 = -1959537.362596
  nChanged 1
		SP:Iteration 98Q (71509.610000 sec): 3 clusters
  Score: Raw -1962765.868966 + Penalty 3227.845408 = -1959538.023557
  nChanged 2
		SP:Iteration 99Q (71509.910000 sec): 3 clusters
  Score: Raw -1962766.119417 + Penalty 3227.845408 = -1959538.274009
  nChanged 1
		SP:Iteration 100F (71510.220000 sec): 3 clusters
  Score: Raw -1962766.614846 + Penalty 3227.845408 = -1959538.769437
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 35 (9442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71510.390000 sec): 2 clusters
  Score: Raw -885965.382946 + Penalty 1487.350004 = -884478.032942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71510.620000 sec): 3 clusters
  Score: Raw -880661.500919 + Penalty 2974.700008 = -877686.800912
  nChanged 4058
		SP:Iteration 1F (71510.850000 sec): 3 clusters
  Score: Raw -883211.694931 + Penalty 2974.700008 = -880236.994923
  nChanged 799
		SP:Iteration 2F (71511.120000 sec): 3 clusters
  Score: Raw -883739.960709 + Penalty 2974.700008 = -880765.260701
  nChanged 677
		SP:Iteration 3F (71511.350000 sec): 3 clusters
  Score: Raw -884175.752501 + Penalty 2974.700008 = -881201.052493
  nChanged 575
		SP:Iteration 4F (71511.600000 sec): 3 clusters
  Score: Raw -884573.735383 + Penalty 2974.700008 = -881599.035375
  nChanged 528
		SP:Iteration 5F (71511.790000 sec): 3 clusters
  Score: Raw -884930.573440 + Penalty 2974.700008 = -881955.873433
  nChanged 461
		SP:Iteration 6Q (71512.020000 sec): 3 clusters
  Score: Raw -885231.816954 + Penalty 2974.700008 = -882257.116946
  nChanged 369
		SP:Iteration 7Q (71512.260000 sec): 3 clusters
  Score: Raw -885489.583144 + Penalty 2974.700008 = -882514.883136
  nChanged 339
		SP:Iteration 8Q (71512.520000 sec): 3 clusters
  Score: Raw -885712.660725 + Penalty 2974.700008 = -882737.960717
  nChanged 278
		SP:Iteration 9Q (71512.770000 sec): 3 clusters
  Score: Raw -885886.693828 + Penalty 2974.700008 = -882911.993820
  nChanged 246
		SP:Iteration 10Q (71513.000000 sec): 3 clusters
  Score: Raw -886023.531238 + Penalty 2974.700008 = -883048.831230
  nChanged 192
		SP:Iteration 11Q (71513.190000 sec): 3 clusters
  Score: Raw -886135.112521 + Penalty 2974.700008 = -883160.412513
  nChanged 184
		SP:Iteration 12Q (71513.390000 sec): 3 clusters
  Score: Raw -886239.885081 + Penalty 2974.700008 = -883265.185073
  nChanged 152
		SP:Iteration 13Q (71513.630000 sec): 3 clusters
  Score: Raw -886317.449191 + Penalty 2974.700008 = -883342.749183
  nChanged 141
		SP:Iteration 14Q (71513.860000 sec): 3 clusters
  Score: Raw -886385.224740 + Penalty 2974.700008 = -883410.524732
  nChanged 122
		SP:Iteration 15Q (71514.150000 sec): 3 clusters
  Score: Raw -886441.421434 + Penalty 2974.700008 = -883466.721426
  nChanged 104
		SP:Iteration 16Q (71514.400000 sec): 3 clusters
  Score: Raw -886487.016369 + Penalty 2974.700008 = -883512.316361
  nChanged 87
		SP:Iteration 17Q (71514.640000 sec): 3 clusters
  Score: Raw -886528.174996 + Penalty 2974.700008 = -883553.474988
  nChanged 89
		SP:Iteration 18Q (71514.870000 sec): 3 clusters
  Score: Raw -886567.139474 + Penalty 2974.700008 = -883592.439466
  nChanged 78
		SP:Iteration 19Q (71515.110000 sec): 3 clusters
  Score: Raw -886600.181063 + Penalty 2974.700008 = -883625.481055
  nChanged 70
		SP:Iteration 20F (71515.310000 sec): 3 clusters
  Score: Raw -886624.832365 + Penalty 2974.700008 = -883650.132357
  nChanged 60
		SP:Iteration 21Q (71515.540000 sec): 3 clusters
  Score: Raw -886642.882929 + Penalty 2974.700008 = -883668.182921
  nChanged 61
		SP:Iteration 22Q (71515.720000 sec): 3 clusters
  Score: Raw -886663.847199 + Penalty 2974.700008 = -883689.147192
  nChanged 54
		SP:Iteration 23Q (71515.940000 sec): 3 clusters
  Score: Raw -886682.787731 + Penalty 2974.700008 = -883708.087723
  nChanged 49
		SP:Iteration 24Q (71516.180000 sec): 3 clusters
  Score: Raw -886698.148162 + Penalty 2974.700008 = -883723.448154
  nChanged 43
		SP:Iteration 25Q (71516.390000 sec): 3 clusters
  Score: Raw -886711.992287 + Penalty 2974.700008 = -883737.292279
  nChanged 40
		SP:Iteration 26Q (71516.710000 sec): 3 clusters
  Score: Raw -886724.713311 + Penalty 2974.700008 = -883750.013303
  nChanged 39
		SP:Iteration 27Q (71516.870000 sec): 3 clusters
  Score: Raw -886736.763957 + Penalty 2974.700008 = -883762.063949
  nChanged 35
		SP:Iteration 28Q (71517.090000 sec): 3 clusters
  Score: Raw -886745.478098 + Penalty 2974.700008 = -883770.778090
  nChanged 28
		SP:Iteration 29Q (71517.270000 sec): 3 clusters
  Score: Raw -886752.284793 + Penalty 2974.700008 = -883777.584785
  nChanged 20
		SP:Iteration 30Q (71517.440000 sec): 3 clusters
  Score: Raw -886757.239091 + Penalty 2974.700008 = -883782.539084
  nChanged 16
		SP:Iteration 31Q (71517.680000 sec): 3 clusters
  Score: Raw -886759.834550 + Penalty 2974.700008 = -883785.134543
  nChanged 12
		SP:Iteration 32Q (71517.910000 sec): 3 clusters
  Score: Raw -886762.054228 + Penalty 2974.700008 = -883787.354221
  nChanged 8
		SP:Iteration 33Q (71518.090000 sec): 3 clusters
  Score: Raw -886763.309602 + Penalty 2974.700008 = -883788.609595
  nChanged 4
		SP:Iteration 34Q (71518.310000 sec): 3 clusters
  Score: Raw -886764.172563 + Penalty 2974.700008 = -883789.472555
  nChanged 7
		SP:Iteration 35Q (71518.600000 sec): 3 clusters
  Score: Raw -886765.355571 + Penalty 2974.700008 = -883790.655563
  nChanged 8
		SP:Iteration 36Q (71518.810000 sec): 3 clusters
  Score: Raw -886766.553434 + Penalty 2974.700008 = -883791.853427
  nChanged 7
		SP:Iteration 37Q (71518.990000 sec): 3 clusters
  Score: Raw -886767.350839 + Penalty 2974.700008 = -883792.650831
  nChanged 6
		SP:Iteration 38Q (71519.270000 sec): 3 clusters
  Score: Raw -886768.799136 + Penalty 2974.700008 = -883794.099128
  nChanged 8
		SP:Iteration 39Q (71519.490000 sec): 3 clusters
  Score: Raw -886770.921503 + Penalty 2974.700008 = -883796.221495
  nChanged 12
		SP:Iteration 40F (71519.670000 sec): 3 clusters
  Score: Raw -886772.975449 + Penalty 2974.700008 = -883798.275441
  nChanged 8
		SP:Iteration 41Q (71519.970000 sec): 3 clusters
  Score: Raw -886774.599948 + Penalty 2974.700008 = -883799.899940
  nChanged 9
		SP:Iteration 42Q (71520.250000 sec): 3 clusters
  Score: Raw -886775.896345 + Penalty 2974.700008 = -883801.196338
  nChanged 6
		SP:Iteration 43Q (71520.430000 sec): 3 clusters
  Score: Raw -886777.151803 + Penalty 2974.700008 = -883802.451795
  nChanged 6
		SP:Iteration 44Q (71520.730000 sec): 3 clusters
  Score: Raw -886778.554272 + Penalty 2974.700008 = -883803.854265
  nChanged 7
		SP:Iteration 45Q (71520.950000 sec): 3 clusters
  Score: Raw -886782.410866 + Penalty 2974.700008 = -883807.710858
  nChanged 10
		SP:Iteration 46Q (71521.170000 sec): 3 clusters
  Score: Raw -886785.577118 + Penalty 2974.700008 = -883810.877110
  nChanged 10
		SP:Iteration 47Q (71521.430000 sec): 3 clusters
  Score: Raw -886787.655036 + Penalty 2974.700008 = -883812.955028
  nChanged 9
		SP:Iteration 48Q (71521.670000 sec): 3 clusters
  Score: Raw -886789.506249 + Penalty 2974.700008 = -883814.806242
  nChanged 6
		SP:Iteration 49Q (71521.900000 sec): 3 clusters
  Score: Raw -886790.321570 + Penalty 2974.700008 = -883815.621562
  nChanged 4
		SP:Iteration 50Q (71522.110000 sec): 3 clusters
  Score: Raw -886790.921833 + Penalty 2974.700008 = -883816.221825
  nChanged 5
		SP:Iteration 51Q (71522.250000 sec): 3 clusters
  Score: Raw -886791.833313 + Penalty 2974.700008 = -883817.133305
  nChanged 3
		SP:Iteration 52Q (71522.470000 sec): 3 clusters
  Score: Raw -886792.500736 + Penalty 2974.700008 = -883817.800729
  nChanged 2
		SP:Iteration 53Q (71522.670000 sec): 3 clusters
  Score: Raw -886792.853962 + Penalty 2974.700008 = -883818.153954
  nChanged 1
		SP:Iteration 54Q (71522.840000 sec): 3 clusters
  Score: Raw -886793.162440 + Penalty 2974.700008 = -883818.462432
  nChanged 1
		SP:Iteration 55Q (71523.140000 sec): 3 clusters
  Score: Raw -886793.443986 + Penalty 2974.700008 = -883818.743978
  nChanged 1
		SP:Iteration 56Q (71523.350000 sec): 3 clusters
  Score: Raw -886793.941337 + Penalty 2974.700008 = -883819.241329
  nChanged 1
		SP:Iteration 57Q (71523.580000 sec): 3 clusters
  Score: Raw -886793.980072 + Penalty 2974.700008 = -883819.280065
  nChanged 0
		SP:Iteration 58F (71523.840000 sec): 3 clusters
  Score: Raw -886793.980072 + Penalty 2974.700008 = -883819.280065
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 36 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71523.980000 sec): 2 clusters
  Score: Raw -147394.441305 + Penalty 1185.887346 = -146208.553959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71524.160000 sec): 3 clusters
  Score: Raw -146845.077070 + Penalty 2371.774692 = -144473.302378
  nChanged 488
		SP:Iteration 1F (71524.330000 sec): 3 clusters
  Score: Raw -147199.434198 + Penalty 2371.774692 = -144827.659506
  nChanged 115
		SP:Iteration 2F (71524.520000 sec): 3 clusters
  Score: Raw -147374.718322 + Penalty 2371.774692 = -145002.943630
  nChanged 112
		SP:Iteration 3F (71524.670000 sec): 3 clusters
  Score: Raw -147518.661322 + Penalty 2371.774692 = -145146.886631
  nChanged 83
		SP:Iteration 4F (71524.810000 sec): 3 clusters
  Score: Raw -147604.447327 + Penalty 2371.774692 = -145232.672635
  nChanged 71
		SP:Iteration 5Q (71525.010000 sec): 3 clusters
  Score: Raw -147680.201129 + Penalty 2371.774692 = -145308.426437
  nChanged 53
		SP:Iteration 6Q (71525.130000 sec): 3 clusters
  Score: Raw -147733.018936 + Penalty 2371.774692 = -145361.244244
  nChanged 45
		SP:Iteration 7Q (71525.350000 sec): 3 clusters
  Score: Raw -147775.592221 + Penalty 2371.774692 = -145403.817529
  nChanged 30
		SP:Iteration 8Q (71525.460000 sec): 3 clusters
  Score: Raw -147800.129884 + Penalty 2371.774692 = -145428.355193
  nChanged 22
		SP:Iteration 9Q (71525.610000 sec): 3 clusters
  Score: Raw -147816.640891 + Penalty 2371.774692 = -145444.866199
  nChanged 15
		SP:Iteration 10Q (71525.790000 sec): 3 clusters
  Score: Raw -147833.170632 + Penalty 2371.774692 = -145461.395940
  nChanged 12
		SP:Iteration 11Q (71525.950000 sec): 3 clusters
  Score: Raw -147846.865254 + Penalty 2371.774692 = -145475.090562
  nChanged 15
		SP:Iteration 12Q (71526.190000 sec): 3 clusters
  Score: Raw -147857.858179 + Penalty 2371.774692 = -145486.083487
  nChanged 7
		SP:Iteration 13Q (71526.370000 sec): 3 clusters
  Score: Raw -147864.547915 + Penalty 2371.774692 = -145492.773223
  nChanged 7
		SP:Iteration 14Q (71526.580000 sec): 3 clusters
  Score: Raw -147871.015746 + Penalty 2371.774692 = -145499.241055
  nChanged 6
		SP:Iteration 15Q (71526.720000 sec): 3 clusters
  Score: Raw -147876.342697 + Penalty 2371.774692 = -145504.568005
  nChanged 7
		SP:Iteration 16Q (71526.850000 sec): 3 clusters
  Score: Raw -147884.160733 + Penalty 2371.774692 = -145512.386041
  nChanged 3
		SP:Iteration 17Q (71526.960000 sec): 3 clusters
  Score: Raw -147887.235669 + Penalty 2371.774692 = -145515.460977
  nChanged 3
		SP:Iteration 18Q (71527.150000 sec): 3 clusters
  Score: Raw -147889.753777 + Penalty 2371.774692 = -145517.979085
  nChanged 5
		SP:Iteration 19Q (71527.310000 sec): 3 clusters
  Score: Raw -147895.403281 + Penalty 2371.774692 = -145523.628590
  nChanged 11
		SP:Iteration 20F (71527.460000 sec): 3 clusters
  Score: Raw -147908.792356 + Penalty 2371.774692 = -145537.017664
  nChanged 5
		SP:Iteration 21Q (71527.630000 sec): 3 clusters
  Score: Raw -147912.588098 + Penalty 2371.774692 = -145540.813406
  nChanged 5
		SP:Iteration 22Q (71527.770000 sec): 3 clusters
  Score: Raw -147915.283945 + Penalty 2371.774692 = -145543.509254
  nChanged 3
		SP:Iteration 23Q (71527.910000 sec): 3 clusters
  Score: Raw -147917.456200 + Penalty 2371.774692 = -145545.681508
  nChanged 2
		SP:Iteration 24Q (71528.110000 sec): 3 clusters
  Score: Raw -147922.228170 + Penalty 2371.774692 = -145550.453479
  nChanged 3
		SP:Iteration 25Q (71528.350000 sec): 3 clusters
  Score: Raw -147924.107336 + Penalty 2371.774692 = -145552.332644
  nChanged 4
		SP:Iteration 26Q (71528.500000 sec): 3 clusters
  Score: Raw -147926.996985 + Penalty 2371.774692 = -145555.222293
  nChanged 2
		SP:Iteration 27Q (71528.620000 sec): 3 clusters
  Score: Raw -147927.540871 + Penalty 2371.774692 = -145555.766180
  nChanged 0
		SP:Iteration 28F (71528.750000 sec): 3 clusters
  Score: Raw -147927.540871 + Penalty 2371.774692 = -145555.766180
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 37 (2744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71528.890000 sec): 2 clusters
  Score: Raw -286601.017460 + Penalty 1286.540448 = -285314.477012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71529.080000 sec): 3 clusters
  Score: Raw -285295.643704 + Penalty 2573.080896 = -282722.562808
  nChanged 1037
		SP:Iteration 1F (71529.300000 sec): 3 clusters
  Score: Raw -285907.760330 + Penalty 2573.080896 = -283334.679433
  nChanged 239
		SP:Iteration 2F (71529.480000 sec): 3 clusters
  Score: Raw -286084.002279 + Penalty 2573.080896 = -283510.921382
  nChanged 176
		SP:Iteration 3F (71529.650000 sec): 3 clusters
  Score: Raw -286220.839275 + Penalty 2573.080896 = -283647.758379
  nChanged 142
		SP:Iteration 4F (71529.850000 sec): 3 clusters
  Score: Raw -286320.389900 + Penalty 2573.080896 = -283747.309004
  nChanged 113
		SP:Iteration 5Q (71530.070000 sec): 3 clusters
  Score: Raw -286402.603848 + Penalty 2573.080896 = -283829.522952
  nChanged 100
		SP:Iteration 6Q (71530.230000 sec): 3 clusters
  Score: Raw -286462.510510 + Penalty 2573.080896 = -283889.429614
  nChanged 79
		SP:Iteration 7Q (71530.390000 sec): 3 clusters
  Score: Raw -286514.177477 + Penalty 2573.080896 = -283941.096581
  nChanged 77
		SP:Iteration 8Q (71530.570000 sec): 3 clusters
  Score: Raw -286569.820351 + Penalty 2573.080896 = -283996.739454
  nChanged 61
		SP:Iteration 9Q (71530.740000 sec): 3 clusters
  Score: Raw -286610.035573 + Penalty 2573.080896 = -284036.954677
  nChanged 51
		SP:Iteration 10Q (71530.890000 sec): 3 clusters
  Score: Raw -286642.675499 + Penalty 2573.080896 = -284069.594603
  nChanged 41
		SP:Iteration 11Q (71531.050000 sec): 3 clusters
  Score: Raw -286665.659721 + Penalty 2573.080896 = -284092.578824
  nChanged 40
		SP:Iteration 12Q (71531.220000 sec): 3 clusters
  Score: Raw -286689.015487 + Penalty 2573.080896 = -284115.934591
  nChanged 27
		SP:Iteration 13Q (71531.410000 sec): 3 clusters
  Score: Raw -286699.534696 + Penalty 2573.080896 = -284126.453799
  nChanged 18
		SP:Iteration 14Q (71531.630000 sec): 3 clusters
  Score: Raw -286707.999071 + Penalty 2573.080896 = -284134.918175
  nChanged 10
		SP:Iteration 15Q (71531.840000 sec): 3 clusters
  Score: Raw -286712.907484 + Penalty 2573.080896 = -284139.826588
  nChanged 8
		SP:Iteration 16Q (71532.000000 sec): 3 clusters
  Score: Raw -286716.490587 + Penalty 2573.080896 = -284143.409691
  nChanged 13
		SP:Iteration 17Q (71532.110000 sec): 3 clusters
  Score: Raw -286721.493510 + Penalty 2573.080896 = -284148.412613
  nChanged 15
		SP:Iteration 18Q (71532.270000 sec): 3 clusters
  Score: Raw -286727.386884 + Penalty 2573.080896 = -284154.305988
  nChanged 11
		SP:Iteration 19Q (71532.390000 sec): 3 clusters
  Score: Raw -286731.113428 + Penalty 2573.080896 = -284158.032532
  nChanged 6
		SP:Iteration 20F (71532.560000 sec): 3 clusters
  Score: Raw -286733.008385 + Penalty 2573.080896 = -284159.927489
  nChanged 6
		SP:Iteration 21Q (71532.730000 sec): 3 clusters
  Score: Raw -286734.628575 + Penalty 2573.080896 = -284161.547678
  nChanged 2
		SP:Iteration 22Q (71532.920000 sec): 3 clusters
  Score: Raw -286735.044074 + Penalty 2573.080896 = -284161.963178
  nChanged 1
		SP:Iteration 23Q (71533.100000 sec): 3 clusters
  Score: Raw -286735.350263 + Penalty 2573.080896 = -284162.269366
  nChanged 2
		SP:Iteration 24Q (71533.270000 sec): 3 clusters
  Score: Raw -286736.251800 + Penalty 2573.080896 = -284163.170904
  nChanged 1
		SP:Iteration 25Q (71533.440000 sec): 3 clusters
  Score: Raw -286736.654725 + Penalty 2573.080896 = -284163.573829
  nChanged 3
		SP:Iteration 26Q (71533.660000 sec): 3 clusters
  Score: Raw -286737.723146 + Penalty 2573.080896 = -284164.642249
  nChanged 4
		SP:Iteration 27Q (71533.890000 sec): 3 clusters
  Score: Raw -286738.892944 + Penalty 2573.080896 = -284165.812048
  nChanged 4
		SP:Iteration 28Q (71534.080000 sec): 3 clusters
  Score: Raw -286739.992293 + Penalty 2573.080896 = -284166.911396
  nChanged 3
		SP:Iteration 29Q (71534.240000 sec): 3 clusters
  Score: Raw -286741.240982 + Penalty 2573.080896 = -284168.160085
  nChanged 3
		SP:Iteration 30Q (71534.490000 sec): 3 clusters
  Score: Raw -286742.847545 + Penalty 2573.080896 = -284169.766649
  nChanged 4
		SP:Iteration 31Q (71534.620000 sec): 3 clusters
  Score: Raw -286744.951305 + Penalty 2573.080896 = -284171.870409
  nChanged 4
		SP:Iteration 32Q (71534.850000 sec): 3 clusters
  Score: Raw -286746.115198 + Penalty 2573.080896 = -284173.034302
  nChanged 5
		SP:Iteration 33Q (71535.050000 sec): 3 clusters
  Score: Raw -286748.222056 + Penalty 2573.080896 = -284175.141160
  nChanged 6
		SP:Iteration 34Q (71535.210000 sec): 3 clusters
  Score: Raw -286751.413048 + Penalty 2573.080896 = -284178.332152
  nChanged 12
		SP:Iteration 35Q (71535.400000 sec): 3 clusters
  Score: Raw -286757.157656 + Penalty 2573.080896 = -284184.076760
  nChanged 9
		SP:Iteration 36Q (71535.560000 sec): 3 clusters
  Score: Raw -286762.034027 + Penalty 2573.080896 = -284188.953130
  nChanged 7
		SP:Iteration 37Q (71535.730000 sec): 3 clusters
  Score: Raw -286766.092912 + Penalty 2573.080896 = -284193.012016
  nChanged 10
		SP:Iteration 38Q (71535.900000 sec): 3 clusters
  Score: Raw -286769.978232 + Penalty 2573.080896 = -284196.897336
  nChanged 9
		SP:Iteration 39Q (71536.060000 sec): 3 clusters
  Score: Raw -286773.388748 + Penalty 2573.080896 = -284200.307852
  nChanged 6
		SP:Iteration 40F (71536.230000 sec): 3 clusters
  Score: Raw -286776.071648 + Penalty 2573.080896 = -284202.990751
  nChanged 2
		SP:Iteration 41Q (71536.400000 sec): 3 clusters
  Score: Raw -286777.738287 + Penalty 2573.080896 = -284204.657390
  nChanged 2
		SP:Iteration 42Q (71536.570000 sec): 3 clusters
  Score: Raw -286778.262046 + Penalty 2573.080896 = -284205.181149
  nChanged 1
		SP:Iteration 43Q (71536.740000 sec): 3 clusters
  Score: Raw -286778.631476 + Penalty 2573.080896 = -284205.550579
  nChanged 1
		SP:Iteration 44Q (71536.920000 sec): 3 clusters
  Score: Raw -286779.194823 + Penalty 2573.080896 = -284206.113926
  nChanged 2
		SP:Iteration 45Q (71537.060000 sec): 3 clusters
  Score: Raw -286779.893418 + Penalty 2573.080896 = -284206.812522
  nChanged 3
		SP:Iteration 46Q (71537.270000 sec): 3 clusters
  Score: Raw -286781.826754 + Penalty 2573.080896 = -284208.745857
  nChanged 4
		SP:Iteration 47Q (71537.490000 sec): 3 clusters
  Score: Raw -286784.428663 + Penalty 2573.080896 = -284211.347766
  nChanged 4
		SP:Iteration 48Q (71537.720000 sec): 3 clusters
  Score: Raw -286786.488912 + Penalty 2573.080896 = -284213.408016
  nChanged 2
		SP:Iteration 49Q (71537.870000 sec): 3 clusters
  Score: Raw -286787.028735 + Penalty 2573.080896 = -284213.947838
  nChanged 0
		SP:Iteration 50F (71538.000000 sec): 3 clusters
  Score: Raw -286787.028735 + Penalty 2573.080896 = -284213.947838
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 38 (6226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71538.120000 sec): 2 clusters
  Score: Raw -646344.845042 + Penalty 1419.679520 = -644925.165522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71538.290000 sec): 3 clusters
  Score: Raw -643033.326053 + Penalty 2839.359039 = -640193.967014
  nChanged 2567
		SP:Iteration 1F (71538.540000 sec): 3 clusters
  Score: Raw -644440.607302 + Penalty 2839.359039 = -641601.248263
  nChanged 494
		SP:Iteration 2F (71538.750000 sec): 3 clusters
  Score: Raw -644771.285468 + Penalty 2839.359039 = -641931.926429
  nChanged 467
		SP:Iteration 3F (71538.920000 sec): 3 clusters
  Score: Raw -645077.101598 + Penalty 2839.359039 = -642237.742559
  nChanged 371
		SP:Iteration 4F (71539.130000 sec): 3 clusters
  Score: Raw -645324.818806 + Penalty 2839.359039 = -642485.459767
  nChanged 332
		SP:Iteration 5F (71539.320000 sec): 3 clusters
  Score: Raw -645547.583558 + Penalty 2839.359039 = -642708.224519
  nChanged 282
		SP:Iteration 6Q (71539.530000 sec): 3 clusters
  Score: Raw -645706.111135 + Penalty 2839.359039 = -642866.752096
  nChanged 209
		SP:Iteration 7Q (71539.700000 sec): 3 clusters
  Score: Raw -645818.173433 + Penalty 2839.359039 = -642978.814394
  nChanged 177
		SP:Iteration 8Q (71539.920000 sec): 3 clusters
  Score: Raw -645914.657197 + Penalty 2839.359039 = -643075.298158
  nChanged 129
		SP:Iteration 9Q (71540.080000 sec): 3 clusters
  Score: Raw -645980.008689 + Penalty 2839.359039 = -643140.649650
  nChanged 108
		SP:Iteration 10Q (71540.260000 sec): 3 clusters
  Score: Raw -646037.760479 + Penalty 2839.359039 = -643198.401440
  nChanged 108
		SP:Iteration 11Q (71540.450000 sec): 3 clusters
  Score: Raw -646110.675620 + Penalty 2839.359039 = -643271.316581
  nChanged 110
		SP:Iteration 12Q (71540.630000 sec): 3 clusters
  Score: Raw -646172.730819 + Penalty 2839.359039 = -643333.371780
  nChanged 88
		SP:Iteration 13Q (71540.800000 sec): 3 clusters
  Score: Raw -646221.988442 + Penalty 2839.359039 = -643382.629402
  nChanged 93
		SP:Iteration 14Q (71540.960000 sec): 3 clusters
  Score: Raw -646278.517805 + Penalty 2839.359039 = -643439.158766
  nChanged 91
		SP:Iteration 15Q (71541.190000 sec): 3 clusters
  Score: Raw -646322.702729 + Penalty 2839.359039 = -643483.343690
  nChanged 71
		SP:Iteration 16Q (71541.360000 sec): 3 clusters
  Score: Raw -646358.405344 + Penalty 2839.359039 = -643519.046305
  nChanged 65
		SP:Iteration 17Q (71541.500000 sec): 3 clusters
  Score: Raw -646397.595407 + Penalty 2839.359039 = -643558.236368
  nChanged 64
		SP:Iteration 18Q (71541.670000 sec): 3 clusters
  Score: Raw -646436.778120 + Penalty 2839.359039 = -643597.419081
  nChanged 55
		SP:Iteration 19Q (71541.860000 sec): 3 clusters
  Score: Raw -646468.061163 + Penalty 2839.359039 = -643628.702124
  nChanged 56
		SP:Iteration 20F (71542.020000 sec): 3 clusters
  Score: Raw -646500.618187 + Penalty 2839.359039 = -643661.259148
  nChanged 51
		SP:Iteration 21Q (71542.200000 sec): 3 clusters
  Score: Raw -646529.115817 + Penalty 2839.359039 = -643689.756778
  nChanged 40
		SP:Iteration 22Q (71542.410000 sec): 3 clusters
  Score: Raw -646550.645935 + Penalty 2839.359039 = -643711.286896
  nChanged 31
		SP:Iteration 23Q (71542.580000 sec): 3 clusters
  Score: Raw -646564.271495 + Penalty 2839.359039 = -643724.912456
  nChanged 27
		SP:Iteration 24Q (71542.740000 sec): 3 clusters
  Score: Raw -646574.748277 + Penalty 2839.359039 = -643735.389238
  nChanged 22
		SP:Iteration 25Q (71543.020000 sec): 3 clusters
  Score: Raw -646584.597894 + Penalty 2839.359039 = -643745.238855
  nChanged 17
		SP:Iteration 26Q (71543.220000 sec): 3 clusters
  Score: Raw -646593.912921 + Penalty 2839.359039 = -643754.553882
  nChanged 15
		SP:Iteration 27Q (71543.440000 sec): 3 clusters
  Score: Raw -646599.521396 + Penalty 2839.359039 = -643760.162357
  nChanged 14
		SP:Iteration 28Q (71543.620000 sec): 3 clusters
  Score: Raw -646605.244898 + Penalty 2839.359039 = -643765.885859
  nChanged 14
		SP:Iteration 29Q (71543.780000 sec): 3 clusters
  Score: Raw -646611.342955 + Penalty 2839.359039 = -643771.983916
  nChanged 9
		SP:Iteration 30Q (71544.000000 sec): 3 clusters
  Score: Raw -646615.099014 + Penalty 2839.359039 = -643775.739975
  nChanged 6
		SP:Iteration 31Q (71544.220000 sec): 3 clusters
  Score: Raw -646616.613587 + Penalty 2839.359039 = -643777.254548
  nChanged 4
		SP:Iteration 32Q (71544.410000 sec): 3 clusters
  Score: Raw -646617.823720 + Penalty 2839.359039 = -643778.464681
  nChanged 2
		SP:Iteration 33Q (71544.590000 sec): 3 clusters
  Score: Raw -646618.611702 + Penalty 2839.359039 = -643779.252663
  nChanged 3
		SP:Iteration 34Q (71544.740000 sec): 3 clusters
  Score: Raw -646619.111560 + Penalty 2839.359039 = -643779.752521
  nChanged 1
		SP:Iteration 35Q (71544.930000 sec): 3 clusters
  Score: Raw -646619.256986 + Penalty 2839.359039 = -643779.897947
  nChanged 0
		SP:Iteration 36F (71545.070000 sec): 3 clusters
  Score: Raw -646619.256986 + Penalty 2839.359039 = -643779.897947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 39 (1722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71545.160000 sec): 2 clusters
  Score: Raw -181436.682260 + Penalty 1210.826774 = -180225.855486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71545.320000 sec): 3 clusters
  Score: Raw -180731.979607 + Penalty 2421.653548 = -178310.326060
  nChanged 591
		SP:Iteration 1F (71545.480000 sec): 3 clusters
  Score: Raw -181141.899390 + Penalty 2421.653548 = -178720.245843
  nChanged 140
		SP:Iteration 2F (71545.640000 sec): 3 clusters
  Score: Raw -181237.556864 + Penalty 2421.653548 = -178815.903317
  nChanged 75
		SP:Iteration 3Q (71545.800000 sec): 3 clusters
  Score: Raw -181298.180980 + Penalty 2421.653548 = -178876.527432
  nChanged 53
		SP:Iteration 4Q (71545.960000 sec): 3 clusters
  Score: Raw -181337.264872 + Penalty 2421.653548 = -178915.611324
  nChanged 36
		SP:Iteration 5Q (71546.120000 sec): 3 clusters
  Score: Raw -181361.031341 + Penalty 2421.653548 = -178939.377793
  nChanged 29
		SP:Iteration 6Q (71546.280000 sec): 3 clusters
  Score: Raw -181381.206719 + Penalty 2421.653548 = -178959.553171
  nChanged 24
		SP:Iteration 7Q (71546.440000 sec): 3 clusters
  Score: Raw -181394.617336 + Penalty 2421.653548 = -178972.963789
  nChanged 16
		SP:Iteration 8Q (71546.600000 sec): 3 clusters
  Score: Raw -181402.386169 + Penalty 2421.653548 = -178980.732621
  nChanged 19
		SP:Iteration 9Q (71546.750000 sec): 3 clusters
  Score: Raw -181414.333940 + Penalty 2421.653548 = -178992.680392
  nChanged 13
		SP:Iteration 10Q (71546.910000 sec): 3 clusters
  Score: Raw -181422.043001 + Penalty 2421.653548 = -179000.389454
  nChanged 8
		SP:Iteration 11Q (71547.080000 sec): 3 clusters
  Score: Raw -181427.085489 + Penalty 2421.653548 = -179005.431941
  nChanged 8
		SP:Iteration 12Q (71547.230000 sec): 3 clusters
  Score: Raw -181431.777136 + Penalty 2421.653548 = -179010.123588
  nChanged 10
		SP:Iteration 13Q (71547.390000 sec): 3 clusters
  Score: Raw -181436.708688 + Penalty 2421.653548 = -179015.055140
  nChanged 4
		SP:Iteration 14Q (71547.550000 sec): 3 clusters
  Score: Raw -181438.959214 + Penalty 2421.653548 = -179017.305666
  nChanged 6
		SP:Iteration 15Q (71547.710000 sec): 3 clusters
  Score: Raw -181442.238446 + Penalty 2421.653548 = -179020.584898
  nChanged 8
		SP:Iteration 16Q (71547.870000 sec): 3 clusters
  Score: Raw -181446.038984 + Penalty 2421.653548 = -179024.385437
  nChanged 5
		SP:Iteration 17Q (71548.030000 sec): 3 clusters
  Score: Raw -181447.671538 + Penalty 2421.653548 = -179026.017991
  nChanged 2
		SP:Iteration 18Q (71548.190000 sec): 3 clusters
  Score: Raw -181448.793140 + Penalty 2421.653548 = -179027.139592
  nChanged 5
		SP:Iteration 19Q (71548.350000 sec): 3 clusters
  Score: Raw -181451.212506 + Penalty 2421.653548 = -179029.558958
  nChanged 6
		SP:Iteration 20F (71548.510000 sec): 3 clusters
  Score: Raw -181454.871161 + Penalty 2421.653548 = -179033.217613
  nChanged 6
		SP:Iteration 21Q (71548.670000 sec): 3 clusters
  Score: Raw -181459.483790 + Penalty 2421.653548 = -179037.830242
  nChanged 10
		SP:Iteration 22Q (71548.830000 sec): 3 clusters
  Score: Raw -181465.010917 + Penalty 2421.653548 = -179043.357370
  nChanged 10
		SP:Iteration 23Q (71549.030000 sec): 3 clusters
  Score: Raw -181471.687513 + Penalty 2421.653548 = -179050.033965
  nChanged 8
		SP:Iteration 24Q (71549.190000 sec): 3 clusters
  Score: Raw -181477.107922 + Penalty 2421.653548 = -179055.454374
  nChanged 11
		SP:Iteration 25Q (71549.350000 sec): 3 clusters
  Score: Raw -181485.574315 + Penalty 2421.653548 = -179063.920768
  nChanged 18
		SP:Iteration 26Q (71549.510000 sec): 3 clusters
  Score: Raw -181498.156814 + Penalty 2421.653548 = -179076.503267
  nChanged 22
		SP:Iteration 27Q (71549.700000 sec): 3 clusters
  Score: Raw -181509.841608 + Penalty 2421.653548 = -179088.188061
  nChanged 22
		SP:Iteration 28Q (71549.850000 sec): 3 clusters
  Score: Raw -181527.339946 + Penalty 2421.653548 = -179105.686398
  nChanged 13
		SP:Iteration 29Q (71550.000000 sec): 3 clusters
  Score: Raw -181534.653799 + Penalty 2421.653548 = -179113.000252
  nChanged 3
		SP:Iteration 30Q (71550.140000 sec): 3 clusters
  Score: Raw -181537.595261 + Penalty 2421.653548 = -179115.941713
  nChanged 2
		SP:Iteration 31Q (71550.280000 sec): 3 clusters
  Score: Raw -181538.825299 + Penalty 2421.653548 = -179117.171752
  nChanged 1
		SP:Iteration 32Q (71550.430000 sec): 3 clusters
  Score: Raw -181539.208936 + Penalty 2421.653548 = -179117.555388
  nChanged 0
		SP:Iteration 33F (71550.570000 sec): 3 clusters
  Score: Raw -181539.208936 + Penalty 2421.653548 = -179117.555388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 40 (6224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71550.690000 sec): 2 clusters
  Score: Raw -620200.505741 + Penalty 1419.627311 = -618780.878430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71550.840000 sec): 3 clusters
  Score: Raw -616814.093103 + Penalty 2839.254621 = -613974.838481
  nChanged 2634
		SP:Iteration 1F (71550.990000 sec): 3 clusters
  Score: Raw -618280.816381 + Penalty 2839.254621 = -615441.561760
  nChanged 417
		SP:Iteration 2F (71551.140000 sec): 3 clusters
  Score: Raw -618501.905002 + Penalty 2839.254621 = -615662.650380
  nChanged 395
		SP:Iteration 3F (71551.290000 sec): 3 clusters
  Score: Raw -618751.146600 + Penalty 2839.254621 = -615911.891979
  nChanged 393
		SP:Iteration 4F (71551.440000 sec): 3 clusters
  Score: Raw -619012.452371 + Penalty 2839.254621 = -616173.197749
  nChanged 367
		SP:Iteration 5F (71551.590000 sec): 3 clusters
  Score: Raw -619270.388955 + Penalty 2839.254621 = -616431.134333
  nChanged 359
		SP:Iteration 6F (71551.740000 sec): 3 clusters
  Score: Raw -619510.900292 + Penalty 2839.254621 = -616671.645671
  nChanged 330
		SP:Iteration 7F (71551.890000 sec): 3 clusters
  Score: Raw -619717.811701 + Penalty 2839.254621 = -616878.557080
  nChanged 299
		SP:Iteration 8Q (71552.040000 sec): 3 clusters
  Score: Raw -619909.061257 + Penalty 2839.254621 = -617069.806636
  nChanged 250
		SP:Iteration 9Q (71552.190000 sec): 3 clusters
  Score: Raw -620070.932943 + Penalty 2839.254621 = -617231.678322
  nChanged 204
		SP:Iteration 10Q (71552.340000 sec): 3 clusters
  Score: Raw -620196.992216 + Penalty 2839.254621 = -617357.737595
  nChanged 184
		SP:Iteration 11Q (71552.480000 sec): 3 clusters
  Score: Raw -620307.643990 + Penalty 2839.254621 = -617468.389369
  nChanged 144
		SP:Iteration 12Q (71552.640000 sec): 3 clusters
  Score: Raw -620398.370420 + Penalty 2839.254621 = -617559.115798
  nChanged 134
		SP:Iteration 13Q (71552.780000 sec): 3 clusters
  Score: Raw -620490.897811 + Penalty 2839.254621 = -617651.643190
  nChanged 112
		SP:Iteration 14Q (71552.940000 sec): 3 clusters
  Score: Raw -620555.560332 + Penalty 2839.254621 = -617716.305710
  nChanged 92
		SP:Iteration 15Q (71553.080000 sec): 3 clusters
  Score: Raw -620603.990851 + Penalty 2839.254621 = -617764.736230
  nChanged 76
		SP:Iteration 16Q (71553.240000 sec): 3 clusters
  Score: Raw -620643.821769 + Penalty 2839.254621 = -617804.567147
  nChanged 69
		SP:Iteration 17Q (71553.380000 sec): 3 clusters
  Score: Raw -620682.990782 + Penalty 2839.254621 = -617843.736160
  nChanged 47
		SP:Iteration 18Q (71553.540000 sec): 3 clusters
  Score: Raw -620705.376470 + Penalty 2839.254621 = -617866.121849
  nChanged 52
		SP:Iteration 19Q (71553.680000 sec): 3 clusters
  Score: Raw -620728.428345 + Penalty 2839.254621 = -617889.173723
  nChanged 45
		SP:Iteration 20F (71553.840000 sec): 3 clusters
  Score: Raw -620746.276303 + Penalty 2839.254621 = -617907.021681
  nChanged 43
		SP:Iteration 21Q (71553.980000 sec): 3 clusters
  Score: Raw -620764.498664 + Penalty 2839.254621 = -617925.244043
  nChanged 30
		SP:Iteration 22Q (71554.160000 sec): 3 clusters
  Score: Raw -620776.048858 + Penalty 2839.254621 = -617936.794237
  nChanged 20
		SP:Iteration 23Q (71554.310000 sec): 3 clusters
  Score: Raw -620784.259163 + Penalty 2839.254621 = -617945.004541
  nChanged 32
		SP:Iteration 24Q (71554.470000 sec): 3 clusters
  Score: Raw -620795.108065 + Penalty 2839.254621 = -617955.853444
  nChanged 21
		SP:Iteration 25Q (71554.620000 sec): 3 clusters
  Score: Raw -620803.251134 + Penalty 2839.254621 = -617963.996512
  nChanged 19
		SP:Iteration 26Q (71554.770000 sec): 3 clusters
  Score: Raw -620810.941582 + Penalty 2839.254621 = -617971.686960
  nChanged 16
		SP:Iteration 27Q (71554.920000 sec): 3 clusters
  Score: Raw -620817.691590 + Penalty 2839.254621 = -617978.436969
  nChanged 13
		SP:Iteration 28Q (71555.070000 sec): 3 clusters
  Score: Raw -620821.907886 + Penalty 2839.254621 = -617982.653265
  nChanged 8
		SP:Iteration 29Q (71555.220000 sec): 3 clusters
  Score: Raw -620824.437808 + Penalty 2839.254621 = -617985.183187
  nChanged 5
		SP:Iteration 30Q (71555.370000 sec): 3 clusters
  Score: Raw -620826.641412 + Penalty 2839.254621 = -617987.386790
  nChanged 10
		SP:Iteration 31Q (71555.520000 sec): 3 clusters
  Score: Raw -620830.154830 + Penalty 2839.254621 = -617990.900209
  nChanged 9
		SP:Iteration 32Q (71555.660000 sec): 3 clusters
  Score: Raw -620832.203211 + Penalty 2839.254621 = -617992.948590
  nChanged 3
		SP:Iteration 33Q (71555.820000 sec): 3 clusters
  Score: Raw -620833.763064 + Penalty 2839.254621 = -617994.508443
  nChanged 7
		SP:Iteration 34Q (71555.960000 sec): 3 clusters
  Score: Raw -620835.808368 + Penalty 2839.254621 = -617996.553746
  nChanged 2
		SP:Iteration 35Q (71556.120000 sec): 3 clusters
  Score: Raw -620836.769834 + Penalty 2839.254621 = -617997.515213
  nChanged 5
		SP:Iteration 36Q (71556.260000 sec): 3 clusters
  Score: Raw -620838.238205 + Penalty 2839.254621 = -617998.983583
  nChanged 7
		SP:Iteration 37Q (71556.420000 sec): 3 clusters
  Score: Raw -620841.067258 + Penalty 2839.254621 = -618001.812637
  nChanged 6
		SP:Iteration 38Q (71556.560000 sec): 3 clusters
  Score: Raw -620842.693564 + Penalty 2839.254621 = -618003.438942
  nChanged 6
		SP:Iteration 39Q (71556.710000 sec): 3 clusters
  Score: Raw -620844.229336 + Penalty 2839.254621 = -618004.974714
  nChanged 3
		SP:Iteration 40F (71556.860000 sec): 3 clusters
  Score: Raw -620845.141834 + Penalty 2839.254621 = -618005.887213
  nChanged 1
		SP:Iteration 41Q (71557.010000 sec): 3 clusters
  Score: Raw -620845.516905 + Penalty 2839.254621 = -618006.262283
  nChanged 0
		SP:Iteration 42F (71557.160000 sec): 3 clusters
  Score: Raw -620845.516905 + Penalty 2839.254621 = -618006.262283
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 41 (22721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71557.420000 sec): 2 clusters
  Score: Raw -2307303.106826 + Penalty 1630.044794 = -2305673.062032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71557.740000 sec): 3 clusters
  Score: Raw -2293512.956607 + Penalty 3260.089588 = -2290252.867019
  nChanged 10362
		SP:Iteration 1F (71558.060000 sec): 3 clusters
  Score: Raw -2299331.490488 + Penalty 3260.089588 = -2296071.400900
  nChanged 1120
		SP:Iteration 2Q (71558.410000 sec): 3 clusters
  Score: Raw -2299729.771516 + Penalty 3260.089588 = -2296469.681928
  nChanged 1012
		SP:Iteration 3Q (71558.780000 sec): 3 clusters
  Score: Raw -2300088.799837 + Penalty 3260.089588 = -2296828.710249
  nChanged 954
		SP:Iteration 4Q (71559.080000 sec): 3 clusters
  Score: Raw -2300449.668319 + Penalty 3260.089588 = -2297189.578731
  nChanged 1006
		SP:Iteration 5Q (71559.370000 sec): 3 clusters
  Score: Raw -2300905.459731 + Penalty 3260.089588 = -2297645.370143
  nChanged 1149
		SP:Iteration 6F (71559.670000 sec): 3 clusters
  Score: Raw -2301521.163813 + Penalty 3260.089588 = -2298261.074225
  nChanged 1293
		SP:Iteration 7F (71559.960000 sec): 3 clusters
  Score: Raw -2302357.604056 + Penalty 3260.089588 = -2299097.514468
  nChanged 1421
		SP:Iteration 8F (71560.280000 sec): 3 clusters
  Score: Raw -2303409.600493 + Penalty 3260.089588 = -2300149.510905
  nChanged 1429
		SP:Iteration 9F (71560.660000 sec): 3 clusters
  Score: Raw -2304567.659950 + Penalty 3260.089588 = -2301307.570362
  nChanged 1232
		SP:Iteration 10F (71560.990000 sec): 3 clusters
  Score: Raw -2305629.784489 + Penalty 3260.089588 = -2302369.694901
  nChanged 938
		SP:Iteration 11Q (71561.310000 sec): 3 clusters
  Score: Raw -2306425.023145 + Penalty 3260.089588 = -2303164.933557
  nChanged 606
		SP:Iteration 12Q (71561.630000 sec): 3 clusters
  Score: Raw -2306918.707682 + Penalty 3260.089588 = -2303658.618095
  nChanged 340
		SP:Iteration 13Q (71561.930000 sec): 3 clusters
  Score: Raw -2307183.389329 + Penalty 3260.089588 = -2303923.299741
  nChanged 182
		SP:Iteration 14Q (71562.210000 sec): 3 clusters
  Score: Raw -2307333.637633 + Penalty 3260.089588 = -2304073.548045
  nChanged 91
		SP:Iteration 15Q (71562.490000 sec): 3 clusters
  Score: Raw -2307414.665199 + Penalty 3260.089588 = -2304154.575611
  nChanged 52
		SP:Iteration 16Q (71562.860000 sec): 3 clusters
  Score: Raw -2307465.913612 + Penalty 3260.089588 = -2304205.824024
  nChanged 39
		SP:Iteration 17Q (71563.180000 sec): 3 clusters
  Score: Raw -2307502.854630 + Penalty 3260.089588 = -2304242.765042
  nChanged 22
		SP:Iteration 18Q (71563.410000 sec): 3 clusters
  Score: Raw -2307521.165320 + Penalty 3260.089588 = -2304261.075732
  nChanged 13
		SP:Iteration 19Q (71563.720000 sec): 3 clusters
  Score: Raw -2307533.867238 + Penalty 3260.089588 = -2304273.777650
  nChanged 10
		SP:Iteration 20F (71563.980000 sec): 3 clusters
  Score: Raw -2307543.122851 + Penalty 3260.089588 = -2304283.033263
  nChanged 4
		SP:Iteration 21Q (71564.280000 sec): 3 clusters
  Score: Raw -2307546.691539 + Penalty 3260.089588 = -2304286.601951
  nChanged 4
		SP:Iteration 22Q (71564.590000 sec): 3 clusters
  Score: Raw -2307552.167448 + Penalty 3260.089588 = -2304292.077860
  nChanged 5
		SP:Iteration 23Q (71564.910000 sec): 3 clusters
  Score: Raw -2307557.562333 + Penalty 3260.089588 = -2304297.472745
  nChanged 5
		SP:Iteration 24Q (71565.210000 sec): 3 clusters
  Score: Raw -2307562.008111 + Penalty 3260.089588 = -2304301.918524
  nChanged 4
		SP:Iteration 25Q (71565.510000 sec): 3 clusters
  Score: Raw -2307566.204561 + Penalty 3260.089588 = -2304306.114973
  nChanged 2
		SP:Iteration 26Q (71565.810000 sec): 3 clusters
  Score: Raw -2307570.003411 + Penalty 3260.089588 = -2304309.913823
  nChanged 6
		SP:Iteration 27Q (71566.040000 sec): 3 clusters
  Score: Raw -2307577.135153 + Penalty 3260.089588 = -2304317.045565
  nChanged 2
		SP:Iteration 28Q (71566.300000 sec): 3 clusters
  Score: Raw -2307579.453492 + Penalty 3260.089588 = -2304319.363904
  nChanged 2
		SP:Iteration 29Q (71566.560000 sec): 3 clusters
  Score: Raw -2307581.938433 + Penalty 3260.089588 = -2304321.848845
  nChanged 1
		SP:Iteration 30Q (71566.840000 sec): 3 clusters
  Score: Raw -2307582.911155 + Penalty 3260.089588 = -2304322.821567
  nChanged 2
		SP:Iteration 31Q (71567.120000 sec): 3 clusters
  Score: Raw -2307584.767964 + Penalty 3260.089588 = -2304324.678376
  nChanged 1
		SP:Iteration 32Q (71567.470000 sec): 3 clusters
  Score: Raw -2307585.442430 + Penalty 3260.089588 = -2304325.352842
  nChanged 1
		SP:Iteration 33Q (71567.820000 sec): 3 clusters
  Score: Raw -2307586.270479 + Penalty 3260.089588 = -2304326.180891
  nChanged 2
		SP:Iteration 34Q (71568.090000 sec): 3 clusters
  Score: Raw -2307587.189781 + Penalty 3260.089588 = -2304327.100193
  nChanged 3
		SP:Iteration 35Q (71568.350000 sec): 3 clusters
  Score: Raw -2307589.520549 + Penalty 3260.089588 = -2304329.430961
  nChanged 3
		SP:Iteration 36Q (71568.670000 sec): 3 clusters
  Score: Raw -2307592.713816 + Penalty 3260.089588 = -2304332.624228
  nChanged 2
		SP:Iteration 37Q (71568.970000 sec): 3 clusters
  Score: Raw -2307595.550890 + Penalty 3260.089588 = -2304335.461302
  nChanged 1
		SP:Iteration 38Q (71569.300000 sec): 3 clusters
  Score: Raw -2307596.000743 + Penalty 3260.089588 = -2304335.911155
  nChanged 0
		SP:Iteration 39F (71569.710000 sec): 3 clusters
  Score: Raw -2307596.000743 + Penalty 3260.089588 = -2304335.911155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 42 (3823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71569.830000 sec): 2 clusters
  Score: Raw -354683.013310 + Penalty 1340.428494 = -353342.584815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71570.030000 sec): 3 clusters
  Score: Raw -352731.807563 + Penalty 2680.856988 = -350050.950574
  nChanged 1553
		SP:Iteration 1F (71570.170000 sec): 3 clusters
  Score: Raw -353834.166920 + Penalty 2680.856988 = -351153.309931
  nChanged 408
		SP:Iteration 2F (71570.360000 sec): 3 clusters
  Score: Raw -354266.130548 + Penalty 2680.856988 = -351585.273559
  nChanged 312
		SP:Iteration 3F (71570.540000 sec): 3 clusters
  Score: Raw -354584.610760 + Penalty 2680.856988 = -351903.753772
  nChanged 237
		SP:Iteration 4F (71570.750000 sec): 3 clusters
  Score: Raw -354776.065214 + Penalty 2680.856988 = -352095.208225
  nChanged 190
		SP:Iteration 5Q (71570.990000 sec): 3 clusters
  Score: Raw -354930.179451 + Penalty 2680.856988 = -352249.322463
  nChanged 160
		SP:Iteration 6Q (71571.190000 sec): 3 clusters
  Score: Raw -355071.892076 + Penalty 2680.856988 = -352391.035087
  nChanged 137
		SP:Iteration 7Q (71571.350000 sec): 3 clusters
  Score: Raw -355205.506002 + Penalty 2680.856988 = -352524.649014
  nChanged 139
		SP:Iteration 8Q (71571.540000 sec): 3 clusters
  Score: Raw -355328.379150 + Penalty 2680.856988 = -352647.522162
  nChanged 111
		SP:Iteration 9Q (71571.730000 sec): 3 clusters
  Score: Raw -355413.697617 + Penalty 2680.856988 = -352732.840629
  nChanged 90
		SP:Iteration 10Q (71571.910000 sec): 3 clusters
  Score: Raw -355469.253437 + Penalty 2680.856988 = -352788.396448
  nChanged 85
		SP:Iteration 11Q (71572.090000 sec): 3 clusters
  Score: Raw -355517.346519 + Penalty 2680.856988 = -352836.489530
  nChanged 61
		SP:Iteration 12Q (71572.290000 sec): 3 clusters
  Score: Raw -355547.227426 + Penalty 2680.856988 = -352866.370437
  nChanged 47
		SP:Iteration 13Q (71572.450000 sec): 3 clusters
  Score: Raw -355566.721159 + Penalty 2680.856988 = -352885.864171
  nChanged 38
		SP:Iteration 14Q (71572.690000 sec): 3 clusters
  Score: Raw -355582.063045 + Penalty 2680.856988 = -352901.206057
  nChanged 25
		SP:Iteration 15Q (71572.830000 sec): 3 clusters
  Score: Raw -355590.498685 + Penalty 2680.856988 = -352909.641696
  nChanged 24
		SP:Iteration 16Q (71573.050000 sec): 3 clusters
  Score: Raw -355601.748855 + Penalty 2680.856988 = -352920.891867
  nChanged 18
		SP:Iteration 17Q (71573.230000 sec): 3 clusters
  Score: Raw -355610.587622 + Penalty 2680.856988 = -352929.730634
  nChanged 20
		SP:Iteration 18Q (71573.400000 sec): 3 clusters
  Score: Raw -355617.435266 + Penalty 2680.856988 = -352936.578277
  nChanged 17
		SP:Iteration 19Q (71573.580000 sec): 3 clusters
  Score: Raw -355628.263973 + Penalty 2680.856988 = -352947.406984
  nChanged 21
		SP:Iteration 20F (71573.740000 sec): 3 clusters
  Score: Raw -355636.340033 + Penalty 2680.856988 = -352955.483045
  nChanged 20
		SP:Iteration 21Q (71573.950000 sec): 3 clusters
  Score: Raw -355643.890721 + Penalty 2680.856988 = -352963.033732
  nChanged 10
		SP:Iteration 22Q (71574.090000 sec): 3 clusters
  Score: Raw -355648.089671 + Penalty 2680.856988 = -352967.232682
  nChanged 11
		SP:Iteration 23Q (71574.270000 sec): 3 clusters
  Score: Raw -355655.272182 + Penalty 2680.856988 = -352974.415193
  nChanged 17
		SP:Iteration 24Q (71574.440000 sec): 3 clusters
  Score: Raw -355666.287211 + Penalty 2680.856988 = -352985.430222
  nChanged 18
		SP:Iteration 25Q (71574.590000 sec): 3 clusters
  Score: Raw -355671.234919 + Penalty 2680.856988 = -352990.377931
  nChanged 13
		SP:Iteration 26Q (71574.780000 sec): 3 clusters
  Score: Raw -355676.153027 + Penalty 2680.856988 = -352995.296039
  nChanged 10
		SP:Iteration 27Q (71574.950000 sec): 3 clusters
  Score: Raw -355678.896570 + Penalty 2680.856988 = -352998.039582
  nChanged 5
		SP:Iteration 28Q (71575.210000 sec): 3 clusters
  Score: Raw -355682.963917 + Penalty 2680.856988 = -353002.106929
  nChanged 11
		SP:Iteration 29Q (71575.390000 sec): 3 clusters
  Score: Raw -355687.820502 + Penalty 2680.856988 = -353006.963514
  nChanged 7
		SP:Iteration 30Q (71575.600000 sec): 3 clusters
  Score: Raw -355689.483394 + Penalty 2680.856988 = -353008.626406
  nChanged 4
		SP:Iteration 31Q (71575.800000 sec): 3 clusters
  Score: Raw -355690.358654 + Penalty 2680.856988 = -353009.501666
  nChanged 3
		SP:Iteration 32Q (71576.020000 sec): 3 clusters
  Score: Raw -355691.519941 + Penalty 2680.856988 = -353010.662953
  nChanged 2
		SP:Iteration 33Q (71576.180000 sec): 3 clusters
  Score: Raw -355692.033933 + Penalty 2680.856988 = -353011.176944
  nChanged 1
		SP:Iteration 34Q (71576.370000 sec): 3 clusters
  Score: Raw -355692.191381 + Penalty 2680.856988 = -353011.334393
  nChanged 0
		SP:Iteration 35F (71576.560000 sec): 3 clusters
  Score: Raw -355692.191381 + Penalty 2680.856988 = -353011.334393
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 43 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71576.630000 sec): 2 clusters
  Score: Raw -13820.747736 + Penalty 799.496900 = -13021.250836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71576.720000 sec): 3 clusters
  Score: Raw -13972.826633 + Penalty 1598.993801 = -12373.832832
  nChanged 11
		SP:Iteration 1F (71576.870000 sec): 3 clusters
  Score: Raw -14013.722914 + Penalty 1598.993801 = -12414.729113
  nChanged 3
		SP:Iteration 2Q (71577.040000 sec): 3 clusters
  Score: Raw -14028.369534 + Penalty 1598.993801 = -12429.375733
  nChanged 1
		SP:Iteration 3Q (71577.170000 sec): 3 clusters
  Score: Raw -14033.379053 + Penalty 1598.993801 = -12434.385252
  nChanged 0
		SP:Iteration 4F (71577.380000 sec): 3 clusters
  Score: Raw -14033.379053 + Penalty 1598.993801 = -12434.385252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 44 (4586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71577.510000 sec): 2 clusters
  Score: Raw -468358.599258 + Penalty 1369.999063 = -466988.600195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71577.670000 sec): 3 clusters
  Score: Raw -466007.940424 + Penalty 2739.998126 = -463267.942299
  nChanged 1811
		SP:Iteration 1F (71577.830000 sec): 3 clusters
  Score: Raw -466947.776117 + Penalty 2739.998126 = -464207.777991
  nChanged 314
		SP:Iteration 2F (71578.000000 sec): 3 clusters
  Score: Raw -467116.793644 + Penalty 2739.998126 = -464376.795519
  nChanged 236
		SP:Iteration 3F (71578.170000 sec): 3 clusters
  Score: Raw -467228.004058 + Penalty 2739.998126 = -464488.005932
  nChanged 168
		SP:Iteration 4Q (71578.290000 sec): 3 clusters
  Score: Raw -467291.861265 + Penalty 2739.998126 = -464551.863139
  nChanged 121
		SP:Iteration 5Q (71578.480000 sec): 3 clusters
  Score: Raw -467338.488201 + Penalty 2739.998126 = -464598.490075
  nChanged 124
		SP:Iteration 6Q (71578.700000 sec): 3 clusters
  Score: Raw -467385.099742 + Penalty 2739.998126 = -464645.101616
  nChanged 115
		SP:Iteration 7Q (71578.930000 sec): 3 clusters
  Score: Raw -467431.109025 + Penalty 2739.998126 = -464691.110899
  nChanged 102
		SP:Iteration 8Q (71579.120000 sec): 3 clusters
  Score: Raw -467468.983553 + Penalty 2739.998126 = -464728.985427
  nChanged 102
		SP:Iteration 9Q (71579.290000 sec): 3 clusters
  Score: Raw -467512.034157 + Penalty 2739.998126 = -464772.036032
  nChanged 115
		SP:Iteration 10Q (71579.460000 sec): 3 clusters
  Score: Raw -467564.335379 + Penalty 2739.998126 = -464824.337254
  nChanged 137
		SP:Iteration 11Q (71579.690000 sec): 3 clusters
  Score: Raw -467631.119412 + Penalty 2739.998126 = -464891.121287
  nChanged 114
		SP:Iteration 12Q (71579.930000 sec): 3 clusters
  Score: Raw -467696.393399 + Penalty 2739.998126 = -464956.395274
  nChanged 135
		SP:Iteration 13Q (71580.140000 sec): 3 clusters
  Score: Raw -467772.904073 + Penalty 2739.998126 = -465032.905947
  nChanged 127
		SP:Iteration 14Q (71580.350000 sec): 3 clusters
  Score: Raw -467855.589391 + Penalty 2739.998126 = -465115.591265
  nChanged 129
		SP:Iteration 15Q (71580.540000 sec): 3 clusters
  Score: Raw -467938.567132 + Penalty 2739.998126 = -465198.569006
  nChanged 134
		SP:Iteration 16Q (71580.780000 sec): 3 clusters
  Score: Raw -468039.657078 + Penalty 2739.998126 = -465299.658953
  nChanged 119
		SP:Iteration 17Q (71580.920000 sec): 3 clusters
  Score: Raw -468133.326159 + Penalty 2739.998126 = -465393.328034
  nChanged 100
		SP:Iteration 18Q (71581.120000 sec): 3 clusters
  Score: Raw -468194.081032 + Penalty 2739.998126 = -465454.082906
  nChanged 79
		SP:Iteration 19Q (71581.260000 sec): 3 clusters
  Score: Raw -468234.168809 + Penalty 2739.998126 = -465494.170683
  nChanged 77
		SP:Iteration 20F (71581.420000 sec): 3 clusters
  Score: Raw -468286.969342 + Penalty 2739.998126 = -465546.971217
  nChanged 64
		SP:Iteration 21Q (71581.580000 sec): 3 clusters
  Score: Raw -468326.817510 + Penalty 2739.998126 = -465586.819385
  nChanged 57
		SP:Iteration 22Q (71581.740000 sec): 3 clusters
  Score: Raw -468359.425767 + Penalty 2739.998126 = -465619.427642
  nChanged 42
		SP:Iteration 23Q (71581.910000 sec): 3 clusters
  Score: Raw -468382.736067 + Penalty 2739.998126 = -465642.737942
  nChanged 35
		SP:Iteration 24Q (71582.120000 sec): 3 clusters
  Score: Raw -468403.521488 + Penalty 2739.998126 = -465663.523363
  nChanged 29
		SP:Iteration 25Q (71582.300000 sec): 3 clusters
  Score: Raw -468419.528076 + Penalty 2739.998126 = -465679.529950
  nChanged 27
		SP:Iteration 26Q (71582.480000 sec): 3 clusters
  Score: Raw -468435.368225 + Penalty 2739.998126 = -465695.370099
  nChanged 23
		SP:Iteration 27Q (71582.650000 sec): 3 clusters
  Score: Raw -468447.275778 + Penalty 2739.998126 = -465707.277652
  nChanged 25
		SP:Iteration 28Q (71582.880000 sec): 3 clusters
  Score: Raw -468458.856440 + Penalty 2739.998126 = -465718.858314
  nChanged 17
		SP:Iteration 29Q (71583.040000 sec): 3 clusters
  Score: Raw -468465.497209 + Penalty 2739.998126 = -465725.499083
  nChanged 14
		SP:Iteration 30Q (71583.240000 sec): 3 clusters
  Score: Raw -468472.481608 + Penalty 2739.998126 = -465732.483482
  nChanged 22
		SP:Iteration 31Q (71583.420000 sec): 3 clusters
  Score: Raw -468482.979625 + Penalty 2739.998126 = -465742.981499
  nChanged 12
		SP:Iteration 32Q (71583.620000 sec): 3 clusters
  Score: Raw -468487.552464 + Penalty 2739.998126 = -465747.554338
  nChanged 8
		SP:Iteration 33Q (71583.810000 sec): 3 clusters
  Score: Raw -468490.246278 + Penalty 2739.998126 = -465750.248152
  nChanged 3
		SP:Iteration 34Q (71584.030000 sec): 3 clusters
  Score: Raw -468491.774069 + Penalty 2739.998126 = -465751.775944
  nChanged 7
		SP:Iteration 35Q (71584.170000 sec): 3 clusters
  Score: Raw -468496.739885 + Penalty 2739.998126 = -465756.741760
  nChanged 11
		SP:Iteration 36Q (71584.360000 sec): 3 clusters
  Score: Raw -468501.111501 + Penalty 2739.998126 = -465761.113375
  nChanged 6
		SP:Iteration 37Q (71584.510000 sec): 3 clusters
  Score: Raw -468502.955206 + Penalty 2739.998126 = -465762.957080
  nChanged 3
		SP:Iteration 38Q (71584.680000 sec): 3 clusters
  Score: Raw -468503.671981 + Penalty 2739.998126 = -465763.673856
  nChanged 2
		SP:Iteration 39Q (71584.860000 sec): 3 clusters
  Score: Raw -468504.593811 + Penalty 2739.998126 = -465764.595686
  nChanged 3
		SP:Iteration 40F (71585.070000 sec): 3 clusters
  Score: Raw -468505.820772 + Penalty 2739.998126 = -465765.822646
  nChanged 6
		SP:Iteration 41Q (71585.320000 sec): 3 clusters
  Score: Raw -468508.190725 + Penalty 2739.998126 = -465768.192599
  nChanged 6
		SP:Iteration 42Q (71585.510000 sec): 3 clusters
  Score: Raw -468509.705081 + Penalty 2739.998126 = -465769.706955
  nChanged 4
		SP:Iteration 43Q (71585.650000 sec): 3 clusters
  Score: Raw -468511.231974 + Penalty 2739.998126 = -465771.233848
  nChanged 4
		SP:Iteration 44Q (71585.890000 sec): 3 clusters
  Score: Raw -468512.899011 + Penalty 2739.998126 = -465772.900886
  nChanged 2
		SP:Iteration 45Q (71586.050000 sec): 3 clusters
  Score: Raw -468513.515734 + Penalty 2739.998126 = -465773.517608
  nChanged 2
		SP:Iteration 46Q (71586.280000 sec): 3 clusters
  Score: Raw -468514.313346 + Penalty 2739.998126 = -465774.315220
  nChanged 1
		SP:Iteration 47Q (71586.440000 sec): 3 clusters
  Score: Raw -468514.846858 + Penalty 2739.998126 = -465774.848732
  nChanged 0
		SP:Iteration 48F (71586.620000 sec): 3 clusters
  Score: Raw -468514.846858 + Penalty 2739.998126 = -465774.848732
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 45 (4391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71586.730000 sec): 2 clusters
  Score: Raw -484160.095718 + Penalty 1362.938244 = -482797.157474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71587.000000 sec): 3 clusters
  Score: Raw -481887.056805 + Penalty 2725.876488 = -479161.180317
  nChanged 1739
		SP:Iteration 1F (71587.190000 sec): 3 clusters
  Score: Raw -482828.589281 + Penalty 2725.876488 = -480102.712793
  nChanged 298
		SP:Iteration 2F (71587.400000 sec): 3 clusters
  Score: Raw -482973.052966 + Penalty 2725.876488 = -480247.176478
  nChanged 192
		SP:Iteration 3Q (71587.540000 sec): 3 clusters
  Score: Raw -483058.823767 + Penalty 2725.876488 = -480332.947279
  nChanged 154
		SP:Iteration 4Q (71587.710000 sec): 3 clusters
  Score: Raw -483133.676415 + Penalty 2725.876488 = -480407.799928
  nChanged 153
		SP:Iteration 5Q (71587.920000 sec): 3 clusters
  Score: Raw -483204.142443 + Penalty 2725.876488 = -480478.265955
  nChanged 139
		SP:Iteration 6Q (71588.100000 sec): 3 clusters
  Score: Raw -483263.394153 + Penalty 2725.876488 = -480537.517665
  nChanged 134
		SP:Iteration 7Q (71588.300000 sec): 3 clusters
  Score: Raw -483317.637771 + Penalty 2725.876488 = -480591.761283
  nChanged 107
		SP:Iteration 8Q (71588.490000 sec): 3 clusters
  Score: Raw -483361.586796 + Penalty 2725.876488 = -480635.710308
  nChanged 108
		SP:Iteration 9Q (71588.680000 sec): 3 clusters
  Score: Raw -483409.601345 + Penalty 2725.876488 = -480683.724857
  nChanged 109
		SP:Iteration 10Q (71588.910000 sec): 3 clusters
  Score: Raw -483457.002786 + Penalty 2725.876488 = -480731.126298
  nChanged 99
		SP:Iteration 11Q (71589.080000 sec): 3 clusters
  Score: Raw -483503.478693 + Penalty 2725.876488 = -480777.602205
  nChanged 110
		SP:Iteration 12Q (71589.250000 sec): 3 clusters
  Score: Raw -483556.413290 + Penalty 2725.876488 = -480830.536802
  nChanged 112
		SP:Iteration 13Q (71589.470000 sec): 3 clusters
  Score: Raw -483625.125460 + Penalty 2725.876488 = -480899.248972
  nChanged 111
		SP:Iteration 14Q (71589.720000 sec): 3 clusters
  Score: Raw -483688.546548 + Penalty 2725.876488 = -480962.670060
  nChanged 104
		SP:Iteration 15Q (71589.920000 sec): 3 clusters
  Score: Raw -483746.685716 + Penalty 2725.876488 = -481020.809228
  nChanged 97
		SP:Iteration 16Q (71590.160000 sec): 3 clusters
  Score: Raw -483798.331683 + Penalty 2725.876488 = -481072.455195
  nChanged 93
		SP:Iteration 17Q (71590.300000 sec): 3 clusters
  Score: Raw -483851.269468 + Penalty 2725.876488 = -481125.392980
  nChanged 93
		SP:Iteration 18Q (71590.480000 sec): 3 clusters
  Score: Raw -483903.712010 + Penalty 2725.876488 = -481177.835522
  nChanged 77
		SP:Iteration 19Q (71590.670000 sec): 3 clusters
  Score: Raw -483948.145044 + Penalty 2725.876488 = -481222.268557
  nChanged 64
		SP:Iteration 20F (71590.850000 sec): 3 clusters
  Score: Raw -483986.659496 + Penalty 2725.876488 = -481260.783008
  nChanged 69
		SP:Iteration 21Q (71591.030000 sec): 3 clusters
  Score: Raw -484032.148014 + Penalty 2725.876488 = -481306.271526
  nChanged 60
		SP:Iteration 22Q (71591.270000 sec): 3 clusters
  Score: Raw -484075.336576 + Penalty 2725.876488 = -481349.460088
  nChanged 48
		SP:Iteration 23Q (71591.420000 sec): 3 clusters
  Score: Raw -484107.015547 + Penalty 2725.876488 = -481381.139060
  nChanged 49
		SP:Iteration 24Q (71591.590000 sec): 3 clusters
  Score: Raw -484141.596375 + Penalty 2725.876488 = -481415.719887
  nChanged 46
		SP:Iteration 25Q (71591.780000 sec): 3 clusters
  Score: Raw -484173.605095 + Penalty 2725.876488 = -481447.728607
  nChanged 35
		SP:Iteration 26Q (71592.030000 sec): 3 clusters
  Score: Raw -484199.423978 + Penalty 2725.876488 = -481473.547490
  nChanged 27
		SP:Iteration 27Q (71592.210000 sec): 3 clusters
  Score: Raw -484216.817876 + Penalty 2725.876488 = -481490.941388
  nChanged 24
		SP:Iteration 28Q (71592.440000 sec): 3 clusters
  Score: Raw -484231.874674 + Penalty 2725.876488 = -481505.998187
  nChanged 17
		SP:Iteration 29Q (71592.610000 sec): 3 clusters
  Score: Raw -484242.714254 + Penalty 2725.876488 = -481516.837766
  nChanged 18
		SP:Iteration 30Q (71592.800000 sec): 3 clusters
  Score: Raw -484256.139643 + Penalty 2725.876488 = -481530.263155
  nChanged 13
		SP:Iteration 31Q (71593.000000 sec): 3 clusters
  Score: Raw -484264.414196 + Penalty 2725.876488 = -481538.537708
  nChanged 8
		SP:Iteration 32Q (71593.150000 sec): 3 clusters
  Score: Raw -484270.965978 + Penalty 2725.876488 = -481545.089490
  nChanged 9
		SP:Iteration 33Q (71593.330000 sec): 3 clusters
  Score: Raw -484277.035870 + Penalty 2725.876488 = -481551.159382
  nChanged 5
		SP:Iteration 34Q (71593.510000 sec): 3 clusters
  Score: Raw -484284.925058 + Penalty 2725.876488 = -481559.048570
  nChanged 9
		SP:Iteration 35Q (71593.700000 sec): 3 clusters
  Score: Raw -484291.793337 + Penalty 2725.876488 = -481565.916850
  nChanged 8
		SP:Iteration 36Q (71593.850000 sec): 3 clusters
  Score: Raw -484297.224001 + Penalty 2725.876488 = -481571.347513
  nChanged 6
		SP:Iteration 37Q (71594.070000 sec): 3 clusters
  Score: Raw -484301.514249 + Penalty 2725.876488 = -481575.637761
  nChanged 7
		SP:Iteration 38Q (71594.290000 sec): 3 clusters
  Score: Raw -484306.421669 + Penalty 2725.876488 = -481580.545181
  nChanged 1
		SP:Iteration 39Q (71594.500000 sec): 3 clusters
  Score: Raw -484307.252612 + Penalty 2725.876488 = -481581.376125
  nChanged 1
		SP:Iteration 40F (71594.700000 sec): 3 clusters
  Score: Raw -484307.850811 + Penalty 2725.876488 = -481581.974323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 46 (8271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71594.860000 sec): 2 clusters
  Score: Raw -856832.804794 + Penalty 1465.832989 = -855366.971806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71595.080000 sec): 3 clusters
  Score: Raw -852214.508423 + Penalty 2931.665977 = -849282.842445
  nChanged 3547
		SP:Iteration 1F (71595.260000 sec): 3 clusters
  Score: Raw -854154.482497 + Penalty 2931.665977 = -851222.816520
  nChanged 653
		SP:Iteration 2F (71595.490000 sec): 3 clusters
  Score: Raw -854560.217452 + Penalty 2931.665977 = -851628.551475
  nChanged 596
		SP:Iteration 3F (71595.780000 sec): 3 clusters
  Score: Raw -855016.825661 + Penalty 2931.665977 = -852085.159683
  nChanged 581
		SP:Iteration 4F (71595.990000 sec): 3 clusters
  Score: Raw -855422.649784 + Penalty 2931.665977 = -852490.983807
  nChanged 517
		SP:Iteration 5F (71596.180000 sec): 3 clusters
  Score: Raw -855756.823396 + Penalty 2931.665977 = -852825.157418
  nChanged 430
		SP:Iteration 6F (71596.400000 sec): 3 clusters
  Score: Raw -856035.289782 + Penalty 2931.665977 = -853103.623805
  nChanged 382
		SP:Iteration 7Q (71596.610000 sec): 3 clusters
  Score: Raw -856283.598293 + Penalty 2931.665977 = -853351.932316
  nChanged 316
		SP:Iteration 8Q (71596.840000 sec): 3 clusters
  Score: Raw -856483.035776 + Penalty 2931.665977 = -853551.369799
  nChanged 264
		SP:Iteration 9Q (71597.090000 sec): 3 clusters
  Score: Raw -856646.420652 + Penalty 2931.665977 = -853714.754675
  nChanged 227
		SP:Iteration 10Q (71597.320000 sec): 3 clusters
  Score: Raw -856801.484939 + Penalty 2931.665977 = -853869.818961
  nChanged 191
		SP:Iteration 11Q (71597.510000 sec): 3 clusters
  Score: Raw -856949.267942 + Penalty 2931.665977 = -854017.601965
  nChanged 175
		SP:Iteration 12Q (71597.670000 sec): 3 clusters
  Score: Raw -857089.492674 + Penalty 2931.665977 = -854157.826696
  nChanged 152
		SP:Iteration 13Q (71597.940000 sec): 3 clusters
  Score: Raw -857199.324762 + Penalty 2931.665977 = -854267.658784
  nChanged 137
		SP:Iteration 14Q (71598.180000 sec): 3 clusters
  Score: Raw -857307.565606 + Penalty 2931.665977 = -854375.899629
  nChanged 109
		SP:Iteration 15Q (71598.400000 sec): 3 clusters
  Score: Raw -857390.095096 + Penalty 2931.665977 = -854458.429119
  nChanged 87
		SP:Iteration 16Q (71598.570000 sec): 3 clusters
  Score: Raw -857457.800684 + Penalty 2931.665977 = -854526.134707
  nChanged 91
		SP:Iteration 17Q (71598.840000 sec): 3 clusters
  Score: Raw -857525.644589 + Penalty 2931.665977 = -854593.978611
  nChanged 64
		SP:Iteration 18Q (71599.090000 sec): 3 clusters
  Score: Raw -857557.864500 + Penalty 2931.665977 = -854626.198522
  nChanged 38
		SP:Iteration 19Q (71599.340000 sec): 3 clusters
  Score: Raw -857576.195644 + Penalty 2931.665977 = -854644.529667
  nChanged 40
		SP:Iteration 20F (71599.600000 sec): 3 clusters
  Score: Raw -857593.516110 + Penalty 2931.665977 = -854661.850133
  nChanged 27
		SP:Iteration 21Q (71599.860000 sec): 3 clusters
  Score: Raw -857604.427686 + Penalty 2931.665977 = -854672.761709
  nChanged 20
		SP:Iteration 22Q (71600.060000 sec): 3 clusters
  Score: Raw -857608.935381 + Penalty 2931.665977 = -854677.269404
  nChanged 11
		SP:Iteration 23Q (71600.310000 sec): 3 clusters
  Score: Raw -857611.009868 + Penalty 2931.665977 = -854679.343891
  nChanged 3
		SP:Iteration 24Q (71600.560000 sec): 3 clusters
  Score: Raw -857611.461225 + Penalty 2931.665977 = -854679.795248
  nChanged 1
		SP:Iteration 25Q (71600.780000 sec): 3 clusters
  Score: Raw -857611.574845 + Penalty 2931.665977 = -854679.908868
  nChanged 1
		SP:Iteration 26Q (71600.960000 sec): 3 clusters
  Score: Raw -857611.926397 + Penalty 2931.665977 = -854680.260420
  nChanged 2
		SP:Iteration 27Q (71601.170000 sec): 3 clusters
  Score: Raw -857612.390384 + Penalty 2931.665977 = -854680.724407
  nChanged 3
		SP:Iteration 28Q (71601.470000 sec): 3 clusters
  Score: Raw -857613.210076 + Penalty 2931.665977 = -854681.544098
  nChanged 2
		SP:Iteration 29Q (71601.680000 sec): 3 clusters
  Score: Raw -857613.450730 + Penalty 2931.665977 = -854681.784753
  nChanged 1
		SP:Iteration 30Q (71601.890000 sec): 3 clusters
  Score: Raw -857613.477593 + Penalty 2931.665977 = -854681.811616
  nChanged 0
		SP:Iteration 31F (71602.130000 sec): 3 clusters
  Score: Raw -857613.477593 + Penalty 2931.665977 = -854681.811616
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 47 (7262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71602.270000 sec): 2 clusters
  Score: Raw -771232.191516 + Penalty 1444.691715 = -769787.499801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71602.470000 sec): 3 clusters
  Score: Raw -767296.705792 + Penalty 2889.383429 = -764407.322363
  nChanged 3042
		SP:Iteration 1F (71602.670000 sec): 3 clusters
  Score: Raw -768817.501868 + Penalty 2889.383429 = -765928.118439
  nChanged 440
		SP:Iteration 2F (71602.890000 sec): 3 clusters
  Score: Raw -769025.385229 + Penalty 2889.383429 = -766136.001799
  nChanged 380
		SP:Iteration 3F (71603.060000 sec): 3 clusters
  Score: Raw -769203.491087 + Penalty 2889.383429 = -766314.107658
  nChanged 321
		SP:Iteration 4Q (71603.230000 sec): 3 clusters
  Score: Raw -769362.781861 + Penalty 2889.383429 = -766473.398431
  nChanged 301
		SP:Iteration 5Q (71603.440000 sec): 3 clusters
  Score: Raw -769521.599189 + Penalty 2889.383429 = -766632.215759
  nChanged 279
		SP:Iteration 6Q (71603.630000 sec): 3 clusters
  Score: Raw -769677.660133 + Penalty 2889.383429 = -766788.276704
  nChanged 270
		SP:Iteration 7Q (71603.820000 sec): 3 clusters
  Score: Raw -769816.587590 + Penalty 2889.383429 = -766927.204161
  nChanged 245
		SP:Iteration 8Q (71603.990000 sec): 3 clusters
  Score: Raw -769983.691507 + Penalty 2889.383429 = -767094.308077
  nChanged 313
		SP:Iteration 9Q (71604.200000 sec): 3 clusters
  Score: Raw -770214.641569 + Penalty 2889.383429 = -767325.258140
  nChanged 353
		SP:Iteration 10Q (71604.390000 sec): 3 clusters
  Score: Raw -770462.813988 + Penalty 2889.383429 = -767573.430559
  nChanged 350
		SP:Iteration 11Q (71604.630000 sec): 3 clusters
  Score: Raw -770732.207048 + Penalty 2889.383429 = -767842.823618
  nChanged 355
		SP:Iteration 12Q (71604.800000 sec): 3 clusters
  Score: Raw -770987.008289 + Penalty 2889.383429 = -768097.624860
  nChanged 301
		SP:Iteration 13Q (71605.060000 sec): 3 clusters
  Score: Raw -771167.879269 + Penalty 2889.383429 = -768278.495840
  nChanged 227
		SP:Iteration 14Q (71605.250000 sec): 3 clusters
  Score: Raw -771297.170470 + Penalty 2889.383429 = -768407.787041
  nChanged 175
		SP:Iteration 15Q (71605.510000 sec): 3 clusters
  Score: Raw -771379.612913 + Penalty 2889.383429 = -768490.229483
  nChanged 154
		SP:Iteration 16Q (71605.660000 sec): 3 clusters
  Score: Raw -771448.212064 + Penalty 2889.383429 = -768558.828635
  nChanged 139
		SP:Iteration 17Q (71605.830000 sec): 3 clusters
  Score: Raw -771506.657664 + Penalty 2889.383429 = -768617.274234
  nChanged 124
		SP:Iteration 18Q (71606.010000 sec): 3 clusters
  Score: Raw -771547.840902 + Penalty 2889.383429 = -768658.457472
  nChanged 95
		SP:Iteration 19Q (71606.220000 sec): 3 clusters
  Score: Raw -771573.610661 + Penalty 2889.383429 = -768684.227231
  nChanged 73
		SP:Iteration 20F (71606.390000 sec): 3 clusters
  Score: Raw -771596.842613 + Penalty 2889.383429 = -768707.459184
  nChanged 65
		SP:Iteration 21Q (71606.570000 sec): 3 clusters
  Score: Raw -771615.868782 + Penalty 2889.383429 = -768726.485353
  nChanged 49
		SP:Iteration 22Q (71606.690000 sec): 3 clusters
  Score: Raw -771627.532297 + Penalty 2889.383429 = -768738.148868
  nChanged 43
		SP:Iteration 23Q (71606.890000 sec): 3 clusters
  Score: Raw -771640.705476 + Penalty 2889.383429 = -768751.322046
  nChanged 47
		SP:Iteration 24Q (71607.090000 sec): 3 clusters
  Score: Raw -771654.883562 + Penalty 2889.383429 = -768765.500132
  nChanged 42
		SP:Iteration 25Q (71607.240000 sec): 3 clusters
  Score: Raw -771665.145014 + Penalty 2889.383429 = -768775.761585
  nChanged 31
		SP:Iteration 26Q (71607.510000 sec): 3 clusters
  Score: Raw -771671.830309 + Penalty 2889.383429 = -768782.446879
  nChanged 25
		SP:Iteration 27Q (71607.700000 sec): 3 clusters
  Score: Raw -771676.834790 + Penalty 2889.383429 = -768787.451361
  nChanged 23
		SP:Iteration 28Q (71607.890000 sec): 3 clusters
  Score: Raw -771682.577664 + Penalty 2889.383429 = -768793.194235
  nChanged 20
		SP:Iteration 29Q (71608.120000 sec): 3 clusters
  Score: Raw -771687.425081 + Penalty 2889.383429 = -768798.041652
  nChanged 21
		SP:Iteration 30Q (71608.310000 sec): 3 clusters
  Score: Raw -771691.533138 + Penalty 2889.383429 = -768802.149708
  nChanged 15
		SP:Iteration 31Q (71608.570000 sec): 3 clusters
  Score: Raw -771694.619762 + Penalty 2889.383429 = -768805.236332
  nChanged 14
		SP:Iteration 32Q (71608.810000 sec): 3 clusters
  Score: Raw -771697.430123 + Penalty 2889.383429 = -768808.046693
  nChanged 6
		SP:Iteration 33Q (71608.990000 sec): 3 clusters
  Score: Raw -771698.388808 + Penalty 2889.383429 = -768809.005379
  nChanged 5
		SP:Iteration 34Q (71609.230000 sec): 3 clusters
  Score: Raw -771699.498635 + Penalty 2889.383429 = -768810.115206
  nChanged 10
		SP:Iteration 35Q (71609.410000 sec): 3 clusters
  Score: Raw -771701.017304 + Penalty 2889.383429 = -768811.633875
  nChanged 8
		SP:Iteration 36Q (71609.690000 sec): 3 clusters
  Score: Raw -771702.020421 + Penalty 2889.383429 = -768812.636992
  nChanged 6
		SP:Iteration 37Q (71609.910000 sec): 3 clusters
  Score: Raw -771703.281861 + Penalty 2889.383429 = -768813.898432
  nChanged 8
		SP:Iteration 38Q (71610.150000 sec): 3 clusters
  Score: Raw -771704.516219 + Penalty 2889.383429 = -768815.132790
  nChanged 5
		SP:Iteration 39Q (71610.390000 sec): 3 clusters
  Score: Raw -771705.190222 + Penalty 2889.383429 = -768815.806793
  nChanged 0
		SP:Iteration 40F (71610.670000 sec): 3 clusters
  Score: Raw -771705.190222 + Penalty 2889.383429 = -768815.806793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 48 (2348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71610.750000 sec): 2 clusters
  Score: Raw -234916.518069 + Penalty 1261.214367 = -233655.303702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71610.970000 sec): 3 clusters
  Score: Raw -233871.079534 + Penalty 2522.428734 = -231348.650801
  nChanged 832
		SP:Iteration 1F (71611.170000 sec): 3 clusters
  Score: Raw -234479.979836 + Penalty 2522.428734 = -231957.551102
  nChanged 199
		SP:Iteration 2F (71611.390000 sec): 3 clusters
  Score: Raw -234680.121748 + Penalty 2522.428734 = -232157.693014
  nChanged 146
		SP:Iteration 3F (71611.570000 sec): 3 clusters
  Score: Raw -234823.843047 + Penalty 2522.428734 = -232301.414313
  nChanged 122
		SP:Iteration 4F (71611.750000 sec): 3 clusters
  Score: Raw -234973.688944 + Penalty 2522.428734 = -232451.260210
  nChanged 127
		SP:Iteration 5F (71611.960000 sec): 3 clusters
  Score: Raw -235111.909257 + Penalty 2522.428734 = -232589.480523
  nChanged 118
		SP:Iteration 6F (71612.120000 sec): 3 clusters
  Score: Raw -235228.397093 + Penalty 2522.428734 = -232705.968359
  nChanged 93
		SP:Iteration 7Q (71612.290000 sec): 3 clusters
  Score: Raw -235330.728946 + Penalty 2522.428734 = -232808.300213
  nChanged 67
		SP:Iteration 8Q (71612.450000 sec): 3 clusters
  Score: Raw -235390.818793 + Penalty 2522.428734 = -232868.390059
  nChanged 57
		SP:Iteration 9Q (71612.610000 sec): 3 clusters
  Score: Raw -235447.060191 + Penalty 2522.428734 = -232924.631457
  nChanged 36
		SP:Iteration 10Q (71612.780000 sec): 3 clusters
  Score: Raw -235478.577054 + Penalty 2522.428734 = -232956.148321
  nChanged 18
		SP:Iteration 11Q (71612.960000 sec): 3 clusters
  Score: Raw -235498.594140 + Penalty 2522.428734 = -232976.165406
  nChanged 14
		SP:Iteration 12Q (71613.120000 sec): 3 clusters
  Score: Raw -235510.983155 + Penalty 2522.428734 = -232988.554422
  nChanged 12
		SP:Iteration 13Q (71613.360000 sec): 3 clusters
  Score: Raw -235518.848086 + Penalty 2522.428734 = -232996.419352
  nChanged 12
		SP:Iteration 14Q (71613.530000 sec): 3 clusters
  Score: Raw -235529.320268 + Penalty 2522.428734 = -233006.891534
  nChanged 9
		SP:Iteration 15Q (71613.700000 sec): 3 clusters
  Score: Raw -235535.478721 + Penalty 2522.428734 = -233013.049987
  nChanged 6
		SP:Iteration 16Q (71613.830000 sec): 3 clusters
  Score: Raw -235540.138432 + Penalty 2522.428734 = -233017.709699
  nChanged 3
		SP:Iteration 17Q (71613.970000 sec): 3 clusters
  Score: Raw -235542.904751 + Penalty 2522.428734 = -233020.476018
  nChanged 4
		SP:Iteration 18Q (71614.160000 sec): 3 clusters
  Score: Raw -235545.649582 + Penalty 2522.428734 = -233023.220848
  nChanged 2
		SP:Iteration 19Q (71614.350000 sec): 3 clusters
  Score: Raw -235548.426794 + Penalty 2522.428734 = -233025.998060
  nChanged 2
		SP:Iteration 20F (71614.550000 sec): 3 clusters
  Score: Raw -235551.013796 + Penalty 2522.428734 = -233028.585062
  nChanged 4
		SP:Iteration 21Q (71614.720000 sec): 3 clusters
  Score: Raw -235552.936613 + Penalty 2522.428734 = -233030.507879
  nChanged 1
		SP:Iteration 22Q (71614.860000 sec): 3 clusters
  Score: Raw -235553.626890 + Penalty 2522.428734 = -233031.198156
  nChanged 1
		SP:Iteration 23Q (71615.040000 sec): 3 clusters
  Score: Raw -235554.441894 + Penalty 2522.428734 = -233032.013160
  nChanged 0
		SP:Iteration 24F (71615.160000 sec): 3 clusters
  Score: Raw -235554.441894 + Penalty 2522.428734 = -233032.013160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 49 (5409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71615.280000 sec): 2 clusters
  Score: Raw -538296.229061 + Penalty 1396.820671 = -536899.408391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71615.440000 sec): 3 clusters
  Score: Raw -535436.589383 + Penalty 2793.641341 = -532642.948041
  nChanged 2236
		SP:Iteration 1F (71615.620000 sec): 3 clusters
  Score: Raw -536640.993083 + Penalty 2793.641341 = -533847.351742
  nChanged 362
		SP:Iteration 2F (71615.820000 sec): 3 clusters
  Score: Raw -536830.310379 + Penalty 2793.641341 = -534036.669037
  nChanged 291
		SP:Iteration 3F (71616.020000 sec): 3 clusters
  Score: Raw -536980.023749 + Penalty 2793.641341 = -534186.382407
  nChanged 243
		SP:Iteration 4Q (71616.290000 sec): 3 clusters
  Score: Raw -537104.197570 + Penalty 2793.641341 = -534310.556229
  nChanged 225
		SP:Iteration 5Q (71616.470000 sec): 3 clusters
  Score: Raw -537228.020018 + Penalty 2793.641341 = -534434.378676
  nChanged 200
		SP:Iteration 6Q (71616.720000 sec): 3 clusters
  Score: Raw -537340.586499 + Penalty 2793.641341 = -534546.945158
  nChanged 181
		SP:Iteration 7Q (71616.870000 sec): 3 clusters
  Score: Raw -537442.166853 + Penalty 2793.641341 = -534648.525512
  nChanged 193
		SP:Iteration 8Q (71617.030000 sec): 3 clusters
  Score: Raw -537554.571999 + Penalty 2793.641341 = -534760.930658
  nChanged 162
		SP:Iteration 9Q (71617.240000 sec): 3 clusters
  Score: Raw -537647.164967 + Penalty 2793.641341 = -534853.523626
  nChanged 162
		SP:Iteration 10Q (71617.450000 sec): 3 clusters
  Score: Raw -537756.759185 + Penalty 2793.641341 = -534963.117843
  nChanged 172
		SP:Iteration 11Q (71617.620000 sec): 3 clusters
  Score: Raw -537879.458395 + Penalty 2793.641341 = -535085.817054
  nChanged 179
		SP:Iteration 12Q (71617.850000 sec): 3 clusters
  Score: Raw -538025.509643 + Penalty 2793.641341 = -535231.868301
  nChanged 157
		SP:Iteration 13Q (71618.020000 sec): 3 clusters
  Score: Raw -538167.539779 + Penalty 2793.641341 = -535373.898437
  nChanged 125
		SP:Iteration 14Q (71618.260000 sec): 3 clusters
  Score: Raw -538289.881320 + Penalty 2793.641341 = -535496.239978
  nChanged 91
		SP:Iteration 15Q (71618.440000 sec): 3 clusters
  Score: Raw -538374.154163 + Penalty 2793.641341 = -535580.512822
  nChanged 67
		SP:Iteration 16Q (71618.670000 sec): 3 clusters
  Score: Raw -538432.960907 + Penalty 2793.641341 = -535639.319565
  nChanged 68
		SP:Iteration 17Q (71618.850000 sec): 3 clusters
  Score: Raw -538479.139148 + Penalty 2793.641341 = -535685.497806
  nChanged 40
		SP:Iteration 18Q (71619.080000 sec): 3 clusters
  Score: Raw -538508.628146 + Penalty 2793.641341 = -535714.986805
  nChanged 44
		SP:Iteration 19Q (71619.270000 sec): 3 clusters
  Score: Raw -538541.020945 + Penalty 2793.641341 = -535747.379604
  nChanged 36
		SP:Iteration 20F (71619.440000 sec): 3 clusters
  Score: Raw -538568.741214 + Penalty 2793.641341 = -535775.099873
  nChanged 31
		SP:Iteration 21Q (71619.620000 sec): 3 clusters
  Score: Raw -538587.168245 + Penalty 2793.641341 = -535793.526904
  nChanged 24
		SP:Iteration 22Q (71619.820000 sec): 3 clusters
  Score: Raw -538605.287004 + Penalty 2793.641341 = -535811.645663
  nChanged 20
		SP:Iteration 23Q (71620.010000 sec): 3 clusters
  Score: Raw -538615.627673 + Penalty 2793.641341 = -535821.986331
  nChanged 16
		SP:Iteration 24Q (71620.150000 sec): 3 clusters
  Score: Raw -538623.900508 + Penalty 2793.641341 = -535830.259167
  nChanged 12
		SP:Iteration 25Q (71620.360000 sec): 3 clusters
  Score: Raw -538630.361089 + Penalty 2793.641341 = -535836.719748
  nChanged 14
		SP:Iteration 26Q (71620.540000 sec): 3 clusters
  Score: Raw -538641.232214 + Penalty 2793.641341 = -535847.590873
  nChanged 11
		SP:Iteration 27Q (71620.770000 sec): 3 clusters
  Score: Raw -538647.817478 + Penalty 2793.641341 = -535854.176137
  nChanged 7
		SP:Iteration 28Q (71620.980000 sec): 3 clusters
  Score: Raw -538652.920132 + Penalty 2793.641341 = -535859.278790
  nChanged 6
		SP:Iteration 29Q (71621.170000 sec): 3 clusters
  Score: Raw -538655.015944 + Penalty 2793.641341 = -535861.374602
  nChanged 4
		SP:Iteration 30Q (71621.400000 sec): 3 clusters
  Score: Raw -538656.581909 + Penalty 2793.641341 = -535862.940567
  nChanged 4
		SP:Iteration 31Q (71621.630000 sec): 3 clusters
  Score: Raw -538657.952049 + Penalty 2793.641341 = -535864.310708
  nChanged 2
		SP:Iteration 32Q (71621.800000 sec): 3 clusters
  Score: Raw -538658.752654 + Penalty 2793.641341 = -535865.111313
  nChanged 5
		SP:Iteration 33Q (71622.000000 sec): 3 clusters
  Score: Raw -538660.632169 + Penalty 2793.641341 = -535866.990828
  nChanged 4
		SP:Iteration 34Q (71622.260000 sec): 3 clusters
  Score: Raw -538662.316618 + Penalty 2793.641341 = -535868.675277
  nChanged 3
		SP:Iteration 35Q (71622.490000 sec): 3 clusters
  Score: Raw -538664.437236 + Penalty 2793.641341 = -535870.795895
  nChanged 2
		SP:Iteration 36Q (71622.720000 sec): 3 clusters
  Score: Raw -538665.951791 + Penalty 2793.641341 = -535872.310450
  nChanged 1
		SP:Iteration 37Q (71622.920000 sec): 3 clusters
  Score: Raw -538666.580952 + Penalty 2793.641341 = -535872.939611
  nChanged 1
		SP:Iteration 38Q (71623.130000 sec): 3 clusters
  Score: Raw -538667.066699 + Penalty 2793.641341 = -535873.425357
  nChanged 1
		SP:Iteration 39Q (71623.390000 sec): 3 clusters
  Score: Raw -538667.295089 + Penalty 2793.641341 = -535873.653748
  nChanged 1
		SP:Iteration 40F (71623.560000 sec): 3 clusters
  Score: Raw -538667.579700 + Penalty 2793.641341 = -535873.938359
  nChanged 2
		SP:Iteration 41Q (71623.770000 sec): 3 clusters
  Score: Raw -538668.030250 + Penalty 2793.641341 = -535874.388908
  nChanged 3
		SP:Iteration 42Q (71623.980000 sec): 3 clusters
  Score: Raw -538669.390103 + Penalty 2793.641341 = -535875.748762
  nChanged 4
		SP:Iteration 43Q (71624.150000 sec): 3 clusters
  Score: Raw -538670.902775 + Penalty 2793.641341 = -535877.261434
  nChanged 4
		SP:Iteration 44Q (71624.310000 sec): 3 clusters
  Score: Raw -538673.760904 + Penalty 2793.641341 = -535880.119563
  nChanged 3
		SP:Iteration 45Q (71624.500000 sec): 3 clusters
  Score: Raw -538674.875773 + Penalty 2793.641341 = -535881.234431
  nChanged 3
		SP:Iteration 46Q (71624.680000 sec): 3 clusters
  Score: Raw -538675.912491 + Penalty 2793.641341 = -535882.271149
  nChanged 2
		SP:Iteration 47Q (71624.830000 sec): 3 clusters
  Score: Raw -538676.840222 + Penalty 2793.641341 = -535883.198881
  nChanged 3
		SP:Iteration 48Q (71625.050000 sec): 3 clusters
  Score: Raw -538678.210035 + Penalty 2793.641341 = -535884.568694
  nChanged 0
		SP:Iteration 49F (71625.200000 sec): 3 clusters
  Score: Raw -538678.210035 + Penalty 2793.641341 = -535884.568694
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 50 (527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71625.300000 sec): 2 clusters
  Score: Raw -53459.162399 + Penalty 1018.420089 = -52440.742309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71625.480000 sec): 3 clusters
  Score: Raw -53404.721083 + Penalty 2036.840178 = -51367.880905
  nChanged 127
		SP:Iteration 1F (71625.640000 sec): 3 clusters
  Score: Raw -53614.202679 + Penalty 2036.840178 = -51577.362501
  nChanged 39
		SP:Iteration 2F (71625.820000 sec): 3 clusters
  Score: Raw -53679.803380 + Penalty 2036.840178 = -51642.963201
  nChanged 21
		SP:Iteration 3Q (71626.020000 sec): 3 clusters
  Score: Raw -53711.080448 + Penalty 2036.840178 = -51674.240270
  nChanged 11
		SP:Iteration 4Q (71626.210000 sec): 3 clusters
  Score: Raw -53743.478702 + Penalty 2036.840178 = -51706.638524
  nChanged 11
		SP:Iteration 5Q (71626.420000 sec): 3 clusters
  Score: Raw -53767.137025 + Penalty 2036.840178 = -51730.296847
  nChanged 7
		SP:Iteration 6Q (71626.620000 sec): 3 clusters
  Score: Raw -53777.336637 + Penalty 2036.840178 = -51740.496459
  nChanged 5
		SP:Iteration 7Q (71626.820000 sec): 3 clusters
  Score: Raw -53784.652743 + Penalty 2036.840178 = -51747.812565
  nChanged 8
		SP:Iteration 8Q (71626.950000 sec): 3 clusters
  Score: Raw -53802.810988 + Penalty 2036.840178 = -51765.970809
  nChanged 10
		SP:Iteration 9Q (71627.120000 sec): 3 clusters
  Score: Raw -53820.477323 + Penalty 2036.840178 = -51783.637145
  nChanged 7
		SP:Iteration 10Q (71627.300000 sec): 3 clusters
  Score: Raw -53838.087008 + Penalty 2036.840178 = -51801.246830
  nChanged 6
		SP:Iteration 11Q (71627.470000 sec): 3 clusters
  Score: Raw -53846.197126 + Penalty 2036.840178 = -51809.356947
  nChanged 4
		SP:Iteration 12Q (71627.640000 sec): 3 clusters
  Score: Raw -53851.257687 + Penalty 2036.840178 = -51814.417509
  nChanged 3
		SP:Iteration 13Q (71627.850000 sec): 3 clusters
  Score: Raw -53854.051977 + Penalty 2036.840178 = -51817.211799
  nChanged 3
		SP:Iteration 14Q (71628.020000 sec): 3 clusters
  Score: Raw -53861.257668 + Penalty 2036.840178 = -51824.417490
  nChanged 5
		SP:Iteration 15Q (71628.200000 sec): 3 clusters
  Score: Raw -53871.047547 + Penalty 2036.840178 = -51834.207369
  nChanged 2
		SP:Iteration 16Q (71628.390000 sec): 3 clusters
  Score: Raw -53874.369338 + Penalty 2036.840178 = -51837.529160
  nChanged 2
		SP:Iteration 17Q (71628.550000 sec): 3 clusters
  Score: Raw -53877.765509 + Penalty 2036.840178 = -51840.925330
  nChanged 2
		SP:Iteration 18Q (71628.720000 sec): 3 clusters
  Score: Raw -53889.676761 + Penalty 2036.840178 = -51852.836582
  nChanged 5
		SP:Iteration 19Q (71628.910000 sec): 3 clusters
  Score: Raw -53921.823453 + Penalty 2036.840178 = -51884.983274
  nChanged 5
		SP:Iteration 20F (71629.040000 sec): 3 clusters
  Score: Raw -53930.668814 + Penalty 2036.840178 = -51893.828636
  nChanged 4
		SP:Iteration 21Q (71629.160000 sec): 3 clusters
  Score: Raw -53939.708065 + Penalty 2036.840178 = -51902.867887
  nChanged 3
		SP:Iteration 22Q (71629.290000 sec): 3 clusters
  Score: Raw -53947.018811 + Penalty 2036.840178 = -51910.178632
  nChanged 5
		SP:Iteration 23Q (71629.460000 sec): 3 clusters
  Score: Raw -53960.427265 + Penalty 2036.840178 = -51923.587087
  nChanged 3
		SP:Iteration 24Q (71629.600000 sec): 3 clusters
  Score: Raw -53968.320964 + Penalty 2036.840178 = -51931.480786
  nChanged 2
		SP:Iteration 25Q (71629.750000 sec): 3 clusters
  Score: Raw -53972.183215 + Penalty 2036.840178 = -51935.343036
  nChanged 1
		SP:Iteration 26Q (71629.920000 sec): 3 clusters
  Score: Raw -53973.061336 + Penalty 2036.840178 = -51936.221158
  nChanged 1
		SP:Iteration 27Q (71630.100000 sec): 3 clusters
  Score: Raw -53974.354294 + Penalty 2036.840178 = -51937.514116
  nChanged 0
		SP:Iteration 28F (71630.270000 sec): 3 clusters
  Score: Raw -53974.354294 + Penalty 2036.840178 = -51937.514116
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 51 (2905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71630.390000 sec): 2 clusters
  Score: Raw -316824.985560 + Penalty 1295.805659 = -315529.179901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71630.620000 sec): 3 clusters
  Score: Raw -315424.211044 + Penalty 2591.611318 = -312832.599727
  nChanged 1129
		SP:Iteration 1F (71630.860000 sec): 3 clusters
  Score: Raw -316068.035130 + Penalty 2591.611318 = -313476.423813
  nChanged 225
		SP:Iteration 2F (71631.080000 sec): 3 clusters
  Score: Raw -316207.801796 + Penalty 2591.611318 = -313616.190479
  nChanged 136
		SP:Iteration 3Q (71631.280000 sec): 3 clusters
  Score: Raw -316301.745511 + Penalty 2591.611318 = -313710.134194
  nChanged 117
		SP:Iteration 4Q (71631.490000 sec): 3 clusters
  Score: Raw -316418.131335 + Penalty 2591.611318 = -313826.520018
  nChanged 120
		SP:Iteration 5Q (71631.680000 sec): 3 clusters
  Score: Raw -316544.995366 + Penalty 2591.611318 = -313953.384049
  nChanged 94
		SP:Iteration 6Q (71631.840000 sec): 3 clusters
  Score: Raw -316612.646172 + Penalty 2591.611318 = -314021.034855
  nChanged 80
		SP:Iteration 7Q (71632.000000 sec): 3 clusters
  Score: Raw -316649.535620 + Penalty 2591.611318 = -314057.924303
  nChanged 58
		SP:Iteration 8Q (71632.160000 sec): 3 clusters
  Score: Raw -316679.441532 + Penalty 2591.611318 = -314087.830214
  nChanged 57
		SP:Iteration 9Q (71632.340000 sec): 3 clusters
  Score: Raw -316708.729735 + Penalty 2591.611318 = -314117.118417
  nChanged 52
		SP:Iteration 10Q (71632.480000 sec): 3 clusters
  Score: Raw -316734.520596 + Penalty 2591.611318 = -314142.909278
  nChanged 56
		SP:Iteration 11Q (71632.670000 sec): 3 clusters
  Score: Raw -316760.061641 + Penalty 2591.611318 = -314168.450324
  nChanged 46
		SP:Iteration 12Q (71632.820000 sec): 3 clusters
  Score: Raw -316781.489000 + Penalty 2591.611318 = -314189.877682
  nChanged 36
		SP:Iteration 13Q (71632.960000 sec): 3 clusters
  Score: Raw -316801.701089 + Penalty 2591.611318 = -314210.089771
  nChanged 49
		SP:Iteration 14Q (71633.130000 sec): 3 clusters
  Score: Raw -316822.987629 + Penalty 2591.611318 = -314231.376311
  nChanged 48
		SP:Iteration 15Q (71633.310000 sec): 3 clusters
  Score: Raw -316842.965672 + Penalty 2591.611318 = -314251.354354
  nChanged 40
		SP:Iteration 16Q (71633.490000 sec): 3 clusters
  Score: Raw -316856.592052 + Penalty 2591.611318 = -314264.980734
  nChanged 27
		SP:Iteration 17Q (71633.640000 sec): 3 clusters
  Score: Raw -316867.850448 + Penalty 2591.611318 = -314276.239131
  nChanged 29
		SP:Iteration 18Q (71633.820000 sec): 3 clusters
  Score: Raw -316878.740168 + Penalty 2591.611318 = -314287.128851
  nChanged 29
		SP:Iteration 19Q (71633.980000 sec): 3 clusters
  Score: Raw -316891.095706 + Penalty 2591.611318 = -314299.484389
  nChanged 34
		SP:Iteration 20F (71634.110000 sec): 3 clusters
  Score: Raw -316906.680934 + Penalty 2591.611318 = -314315.069617
  nChanged 33
		SP:Iteration 21Q (71634.280000 sec): 3 clusters
  Score: Raw -316920.404718 + Penalty 2591.611318 = -314328.793401
  nChanged 27
		SP:Iteration 22Q (71634.430000 sec): 3 clusters
  Score: Raw -316932.615866 + Penalty 2591.611318 = -314341.004548
  nChanged 34
		SP:Iteration 23Q (71634.600000 sec): 3 clusters
  Score: Raw -316948.496724 + Penalty 2591.611318 = -314356.885407
  nChanged 40
		SP:Iteration 24Q (71634.790000 sec): 3 clusters
  Score: Raw -316964.062742 + Penalty 2591.611318 = -314372.451424
  nChanged 39
		SP:Iteration 25Q (71634.940000 sec): 3 clusters
  Score: Raw -316979.028446 + Penalty 2591.611318 = -314387.417128
  nChanged 34
		SP:Iteration 26Q (71635.120000 sec): 3 clusters
  Score: Raw -316991.694202 + Penalty 2591.611318 = -314400.082884
  nChanged 35
		SP:Iteration 27Q (71635.290000 sec): 3 clusters
  Score: Raw -317005.922260 + Penalty 2591.611318 = -314414.310942
  nChanged 31
		SP:Iteration 28Q (71635.460000 sec): 3 clusters
  Score: Raw -317021.922370 + Penalty 2591.611318 = -314430.311053
  nChanged 38
		SP:Iteration 29Q (71635.640000 sec): 3 clusters
  Score: Raw -317036.565949 + Penalty 2591.611318 = -314444.954631
  nChanged 36
		SP:Iteration 30Q (71635.810000 sec): 3 clusters
  Score: Raw -317056.940130 + Penalty 2591.611318 = -314465.328812
  nChanged 55
		SP:Iteration 31Q (71636.000000 sec): 3 clusters
  Score: Raw -317089.642997 + Penalty 2591.611318 = -314498.031679
  nChanged 53
		SP:Iteration 32Q (71636.180000 sec): 3 clusters
  Score: Raw -317124.606848 + Penalty 2591.611318 = -314532.995531
  nChanged 52
		SP:Iteration 33Q (71636.400000 sec): 3 clusters
  Score: Raw -317162.723757 + Penalty 2591.611318 = -314571.112439
  nChanged 62
		SP:Iteration 34Q (71636.590000 sec): 3 clusters
  Score: Raw -317206.697418 + Penalty 2591.611318 = -314615.086101
  nChanged 58
		SP:Iteration 35Q (71636.800000 sec): 3 clusters
  Score: Raw -317248.640982 + Penalty 2591.611318 = -314657.029665
  nChanged 47
		SP:Iteration 36Q (71637.010000 sec): 3 clusters
  Score: Raw -317282.996870 + Penalty 2591.611318 = -314691.385552
  nChanged 37
		SP:Iteration 37Q (71637.170000 sec): 3 clusters
  Score: Raw -317315.757028 + Penalty 2591.611318 = -314724.145710
  nChanged 42
		SP:Iteration 38Q (71637.350000 sec): 3 clusters
  Score: Raw -317350.705524 + Penalty 2591.611318 = -314759.094206
  nChanged 35
		SP:Iteration 39Q (71637.510000 sec): 3 clusters
  Score: Raw -317375.089042 + Penalty 2591.611318 = -314783.477724
  nChanged 33
		SP:Iteration 40F (71637.650000 sec): 3 clusters
  Score: Raw -317396.572496 + Penalty 2591.611318 = -314804.961178
  nChanged 22
		SP:Iteration 41Q (71637.830000 sec): 3 clusters
  Score: Raw -317411.232448 + Penalty 2591.611318 = -314819.621130
  nChanged 20
		SP:Iteration 42Q (71638.010000 sec): 3 clusters
  Score: Raw -317427.340213 + Penalty 2591.611318 = -314835.728896
  nChanged 21
		SP:Iteration 43Q (71638.190000 sec): 3 clusters
  Score: Raw -317442.954523 + Penalty 2591.611318 = -314851.343206
  nChanged 19
		SP:Iteration 44Q (71638.380000 sec): 3 clusters
  Score: Raw -317457.725253 + Penalty 2591.611318 = -314866.113935
  nChanged 12
		SP:Iteration 45Q (71638.580000 sec): 3 clusters
  Score: Raw -317464.264584 + Penalty 2591.611318 = -314872.653266
  nChanged 10
		SP:Iteration 46Q (71638.800000 sec): 3 clusters
  Score: Raw -317472.162856 + Penalty 2591.611318 = -314880.551538
  nChanged 10
		SP:Iteration 47Q (71638.980000 sec): 3 clusters
  Score: Raw -317479.791592 + Penalty 2591.611318 = -314888.180275
  nChanged 11
		SP:Iteration 48Q (71639.160000 sec): 3 clusters
  Score: Raw -317486.931950 + Penalty 2591.611318 = -314895.320632
  nChanged 11
		SP:Iteration 49Q (71639.360000 sec): 3 clusters
  Score: Raw -317493.475865 + Penalty 2591.611318 = -314901.864548
  nChanged 8
		SP:Iteration 50Q (71639.530000 sec): 3 clusters
  Score: Raw -317500.451306 + Penalty 2591.611318 = -314908.839989
  nChanged 7
		SP:Iteration 51Q (71639.720000 sec): 3 clusters
  Score: Raw -317506.760049 + Penalty 2591.611318 = -314915.148732
  nChanged 16
		SP:Iteration 52Q (71639.870000 sec): 3 clusters
  Score: Raw -317517.443130 + Penalty 2591.611318 = -314925.831813
  nChanged 9
		SP:Iteration 53Q (71640.100000 sec): 3 clusters
  Score: Raw -317523.254895 + Penalty 2591.611318 = -314931.643577
  nChanged 7
		SP:Iteration 54Q (71640.310000 sec): 3 clusters
  Score: Raw -317526.264615 + Penalty 2591.611318 = -314934.653297
  nChanged 5
		SP:Iteration 55Q (71640.520000 sec): 3 clusters
  Score: Raw -317529.033651 + Penalty 2591.611318 = -314937.422333
  nChanged 4
		SP:Iteration 56Q (71640.680000 sec): 3 clusters
  Score: Raw -317531.873261 + Penalty 2591.611318 = -314940.261944
  nChanged 0
		SP:Iteration 57F (71640.850000 sec): 3 clusters
  Score: Raw -317531.873261 + Penalty 2591.611318 = -314940.261944
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 52 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71640.960000 sec): 2 clusters
  Score: Raw -44091.580305 + Penalty 977.625538 = -43113.954767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71641.110000 sec): 3 clusters
  Score: Raw -44053.462034 + Penalty 1955.251077 = -42098.210957
  nChanged 86
		SP:Iteration 1F (71641.240000 sec): 3 clusters
  Score: Raw -44186.010162 + Penalty 1955.251077 = -42230.759085
  nChanged 20
		SP:Iteration 2Q (71641.450000 sec): 3 clusters
  Score: Raw -44219.138142 + Penalty 1955.251077 = -42263.887065
  nChanged 7
		SP:Iteration 3Q (71641.590000 sec): 3 clusters
  Score: Raw -44236.467024 + Penalty 1955.251077 = -42281.215947
  nChanged 6
		SP:Iteration 4Q (71641.790000 sec): 3 clusters
  Score: Raw -44245.350720 + Penalty 1955.251077 = -42290.099643
  nChanged 4
		SP:Iteration 5Q (71641.950000 sec): 3 clusters
  Score: Raw -44251.452184 + Penalty 1955.251077 = -42296.201107
  nChanged 0
		SP:Iteration 6F (71642.160000 sec): 3 clusters
  Score: Raw -44251.452184 + Penalty 1955.251077 = -42296.201107
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 53 (5964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71642.240000 sec): 2 clusters
  Score: Raw -594195.942583 + Penalty 1412.693210 = -592783.249374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71642.420000 sec): 3 clusters
  Score: Raw -591054.686597 + Penalty 2825.386420 = -588229.300178
  nChanged 2429
		SP:Iteration 1F (71642.600000 sec): 3 clusters
  Score: Raw -592479.707407 + Penalty 2825.386420 = -589654.320987
  nChanged 448
		SP:Iteration 2F (71642.790000 sec): 3 clusters
  Score: Raw -592763.306017 + Penalty 2825.386420 = -589937.919597
  nChanged 360
		SP:Iteration 3F (71642.970000 sec): 3 clusters
  Score: Raw -593009.061703 + Penalty 2825.386420 = -590183.675283
  nChanged 344
		SP:Iteration 4F (71643.220000 sec): 3 clusters
  Score: Raw -593235.376734 + Penalty 2825.386420 = -590409.990314
  nChanged 301
		SP:Iteration 5F (71643.400000 sec): 3 clusters
  Score: Raw -593407.518760 + Penalty 2825.386420 = -590582.132340
  nChanged 269
		SP:Iteration 6Q (71643.620000 sec): 3 clusters
  Score: Raw -593565.687562 + Penalty 2825.386420 = -590740.301143
  nChanged 218
		SP:Iteration 7Q (71643.850000 sec): 3 clusters
  Score: Raw -593691.044165 + Penalty 2825.386420 = -590865.657745
  nChanged 179
		SP:Iteration 8Q (71644.120000 sec): 3 clusters
  Score: Raw -593770.222203 + Penalty 2825.386420 = -590944.835783
  nChanged 132
		SP:Iteration 9Q (71644.310000 sec): 3 clusters
  Score: Raw -593822.537218 + Penalty 2825.386420 = -590997.150798
  nChanged 94
		SP:Iteration 10Q (71644.560000 sec): 3 clusters
  Score: Raw -593852.647817 + Penalty 2825.386420 = -591027.261398
  nChanged 69
		SP:Iteration 11Q (71644.790000 sec): 3 clusters
  Score: Raw -593874.051952 + Penalty 2825.386420 = -591048.665532
  nChanged 64
		SP:Iteration 12Q (71645.040000 sec): 3 clusters
  Score: Raw -593896.410830 + Penalty 2825.386420 = -591071.024411
  nChanged 54
		SP:Iteration 13Q (71645.180000 sec): 3 clusters
  Score: Raw -593912.438163 + Penalty 2825.386420 = -591087.051743
  nChanged 45
		SP:Iteration 14Q (71645.380000 sec): 3 clusters
  Score: Raw -593923.957703 + Penalty 2825.386420 = -591098.571283
  nChanged 42
		SP:Iteration 15Q (71645.520000 sec): 3 clusters
  Score: Raw -593934.885326 + Penalty 2825.386420 = -591109.498906
  nChanged 32
		SP:Iteration 16Q (71645.750000 sec): 3 clusters
  Score: Raw -593943.724169 + Penalty 2825.386420 = -591118.337749
  nChanged 32
		SP:Iteration 17Q (71645.940000 sec): 3 clusters
  Score: Raw -593953.405906 + Penalty 2825.386420 = -591128.019487
  nChanged 37
		SP:Iteration 18Q (71646.100000 sec): 3 clusters
  Score: Raw -593964.416861 + Penalty 2825.386420 = -591139.030441
  nChanged 37
		SP:Iteration 19Q (71646.240000 sec): 3 clusters
  Score: Raw -593973.534772 + Penalty 2825.386420 = -591148.148352
  nChanged 36
		SP:Iteration 20F (71646.440000 sec): 3 clusters
  Score: Raw -593987.617163 + Penalty 2825.386420 = -591162.230744
  nChanged 48
		SP:Iteration 21Q (71646.630000 sec): 3 clusters
  Score: Raw -594006.234620 + Penalty 2825.386420 = -591180.848200
  nChanged 47
		SP:Iteration 22Q (71646.820000 sec): 3 clusters
  Score: Raw -594020.086748 + Penalty 2825.386420 = -591194.700329
  nChanged 40
		SP:Iteration 23Q (71646.980000 sec): 3 clusters
  Score: Raw -594033.682421 + Penalty 2825.386420 = -591208.296001
  nChanged 36
		SP:Iteration 24Q (71647.160000 sec): 3 clusters
  Score: Raw -594044.899178 + Penalty 2825.386420 = -591219.512758
  nChanged 32
		SP:Iteration 25Q (71647.350000 sec): 3 clusters
  Score: Raw -594057.232442 + Penalty 2825.386420 = -591231.846022
  nChanged 39
		SP:Iteration 26Q (71647.540000 sec): 3 clusters
  Score: Raw -594072.357365 + Penalty 2825.386420 = -591246.970946
  nChanged 37
		SP:Iteration 27Q (71647.750000 sec): 3 clusters
  Score: Raw -594085.569157 + Penalty 2825.386420 = -591260.182738
  nChanged 42
		SP:Iteration 28Q (71647.960000 sec): 3 clusters
  Score: Raw -594101.859716 + Penalty 2825.386420 = -591276.473296
  nChanged 37
		SP:Iteration 29Q (71648.160000 sec): 3 clusters
  Score: Raw -594113.724244 + Penalty 2825.386420 = -591288.337825
  nChanged 33
		SP:Iteration 30Q (71648.380000 sec): 3 clusters
  Score: Raw -594124.640394 + Penalty 2825.386420 = -591299.253974
  nChanged 29
		SP:Iteration 31Q (71648.600000 sec): 3 clusters
  Score: Raw -594134.127892 + Penalty 2825.386420 = -591308.741473
  nChanged 31
		SP:Iteration 32Q (71648.800000 sec): 3 clusters
  Score: Raw -594144.494564 + Penalty 2825.386420 = -591319.108144
  nChanged 28
		SP:Iteration 33Q (71649.000000 sec): 3 clusters
  Score: Raw -594155.706649 + Penalty 2825.386420 = -591330.320229
  nChanged 23
		SP:Iteration 34Q (71649.180000 sec): 3 clusters
  Score: Raw -594163.368310 + Penalty 2825.386420 = -591337.981890
  nChanged 22
		SP:Iteration 35Q (71649.500000 sec): 3 clusters
  Score: Raw -594168.541527 + Penalty 2825.386420 = -591343.155107
  nChanged 18
		SP:Iteration 36Q (71649.740000 sec): 3 clusters
  Score: Raw -594173.082232 + Penalty 2825.386420 = -591347.695812
  nChanged 16
		SP:Iteration 37Q (71649.940000 sec): 3 clusters
  Score: Raw -594178.026759 + Penalty 2825.386420 = -591352.640339
  nChanged 15
		SP:Iteration 38Q (71650.120000 sec): 3 clusters
  Score: Raw -594183.422253 + Penalty 2825.386420 = -591358.035833
  nChanged 18
		SP:Iteration 39Q (71650.340000 sec): 3 clusters
  Score: Raw -594189.634171 + Penalty 2825.386420 = -591364.247751
  nChanged 21
		SP:Iteration 40F (71650.530000 sec): 3 clusters
  Score: Raw -594195.763436 + Penalty 2825.386420 = -591370.377016
  nChanged 19
		SP:Iteration 41Q (71650.760000 sec): 3 clusters
  Score: Raw -594200.767512 + Penalty 2825.386420 = -591375.381092
  nChanged 19
		SP:Iteration 42Q (71650.950000 sec): 3 clusters
  Score: Raw -594206.869452 + Penalty 2825.386420 = -591381.483032
  nChanged 19
		SP:Iteration 43Q (71651.170000 sec): 3 clusters
  Score: Raw -594210.810994 + Penalty 2825.386420 = -591385.424574
  nChanged 7
		SP:Iteration 44Q (71651.380000 sec): 3 clusters
  Score: Raw -594211.797920 + Penalty 2825.386420 = -591386.411501
  nChanged 8
		SP:Iteration 45Q (71651.600000 sec): 3 clusters
  Score: Raw -594213.241545 + Penalty 2825.386420 = -591387.855125
  nChanged 6
		SP:Iteration 46Q (71651.830000 sec): 3 clusters
  Score: Raw -594215.235151 + Penalty 2825.386420 = -591389.848732
  nChanged 11
		SP:Iteration 47Q (71652.030000 sec): 3 clusters
  Score: Raw -594217.927886 + Penalty 2825.386420 = -591392.541467
  nChanged 12
		SP:Iteration 48Q (71652.260000 sec): 3 clusters
  Score: Raw -594221.341394 + Penalty 2825.386420 = -591395.954974
  nChanged 11
		SP:Iteration 49Q (71652.560000 sec): 3 clusters
  Score: Raw -594225.683238 + Penalty 2825.386420 = -591400.296819
  nChanged 12
		SP:Iteration 50Q (71652.820000 sec): 3 clusters
  Score: Raw -594228.693115 + Penalty 2825.386420 = -591403.306695
  nChanged 11
		SP:Iteration 51Q (71653.040000 sec): 3 clusters
  Score: Raw -594231.531293 + Penalty 2825.386420 = -591406.144873
  nChanged 10
		SP:Iteration 52Q (71653.250000 sec): 3 clusters
  Score: Raw -594235.109420 + Penalty 2825.386420 = -591409.723001
  nChanged 11
		SP:Iteration 53Q (71653.450000 sec): 3 clusters
  Score: Raw -594239.727557 + Penalty 2825.386420 = -591414.341137
  nChanged 13
		SP:Iteration 54Q (71653.600000 sec): 3 clusters
  Score: Raw -594243.679139 + Penalty 2825.386420 = -591418.292719
  nChanged 14
		SP:Iteration 55Q (71653.810000 sec): 3 clusters
  Score: Raw -594248.576249 + Penalty 2825.386420 = -591423.189829
  nChanged 20
		SP:Iteration 56Q (71653.990000 sec): 3 clusters
  Score: Raw -594257.285661 + Penalty 2825.386420 = -591431.899242
  nChanged 16
		SP:Iteration 57Q (71654.190000 sec): 3 clusters
  Score: Raw -594263.073590 + Penalty 2825.386420 = -591437.687170
  nChanged 13
		SP:Iteration 58Q (71654.410000 sec): 3 clusters
  Score: Raw -594267.247423 + Penalty 2825.386420 = -591441.861003
  nChanged 18
		SP:Iteration 59Q (71654.600000 sec): 3 clusters
  Score: Raw -594272.653815 + Penalty 2825.386420 = -591447.267396
  nChanged 16
		SP:Iteration 60F (71654.780000 sec): 3 clusters
  Score: Raw -594276.225639 + Penalty 2825.386420 = -591450.839219
  nChanged 11
		SP:Iteration 61Q (71654.920000 sec): 3 clusters
  Score: Raw -594278.210979 + Penalty 2825.386420 = -591452.824560
  nChanged 12
		SP:Iteration 62Q (71655.050000 sec): 3 clusters
  Score: Raw -594282.716286 + Penalty 2825.386420 = -591457.329867
  nChanged 14
		SP:Iteration 63Q (71655.190000 sec): 3 clusters
  Score: Raw -594288.108202 + Penalty 2825.386420 = -591462.721783
  nChanged 16
		SP:Iteration 64Q (71655.330000 sec): 3 clusters
  Score: Raw -594294.660494 + Penalty 2825.386420 = -591469.274075
  nChanged 15
		SP:Iteration 65Q (71655.470000 sec): 3 clusters
  Score: Raw -594300.284167 + Penalty 2825.386420 = -591474.897747
  nChanged 21
		SP:Iteration 66Q (71655.640000 sec): 3 clusters
  Score: Raw -594306.671542 + Penalty 2825.386420 = -591481.285122
  nChanged 23
		SP:Iteration 67Q (71655.770000 sec): 3 clusters
  Score: Raw -594315.135651 + Penalty 2825.386420 = -591489.749232
  nChanged 16
		SP:Iteration 68Q (71655.910000 sec): 3 clusters
  Score: Raw -594319.436850 + Penalty 2825.386420 = -591494.050430
  nChanged 10
		SP:Iteration 69Q (71656.050000 sec): 3 clusters
  Score: Raw -594322.308323 + Penalty 2825.386420 = -591496.921903
  nChanged 9
		SP:Iteration 70Q (71656.190000 sec): 3 clusters
  Score: Raw -594324.495694 + Penalty 2825.386420 = -591499.109274
  nChanged 11
		SP:Iteration 71Q (71656.320000 sec): 3 clusters
  Score: Raw -594327.057169 + Penalty 2825.386420 = -591501.670749
  nChanged 8
		SP:Iteration 72Q (71656.460000 sec): 3 clusters
  Score: Raw -594328.446766 + Penalty 2825.386420 = -591503.060346
  nChanged 6
		SP:Iteration 73Q (71656.630000 sec): 3 clusters
  Score: Raw -594329.312141 + Penalty 2825.386420 = -591503.925722
  nChanged 4
		SP:Iteration 74Q (71656.770000 sec): 3 clusters
  Score: Raw -594330.280961 + Penalty 2825.386420 = -591504.894541
  nChanged 8
		SP:Iteration 75Q (71656.910000 sec): 3 clusters
  Score: Raw -594332.247554 + Penalty 2825.386420 = -591506.861134
  nChanged 9
		SP:Iteration 76Q (71657.040000 sec): 3 clusters
  Score: Raw -594334.205871 + Penalty 2825.386420 = -591508.819451
  nChanged 3
		SP:Iteration 77Q (71657.180000 sec): 3 clusters
  Score: Raw -594334.788420 + Penalty 2825.386420 = -591509.402000
  nChanged 2
		SP:Iteration 78Q (71657.320000 sec): 3 clusters
  Score: Raw -594335.312266 + Penalty 2825.386420 = -591509.925847
  nChanged 2
		SP:Iteration 79Q (71657.490000 sec): 3 clusters
  Score: Raw -594335.734477 + Penalty 2825.386420 = -591510.348057
  nChanged 2
		SP:Iteration 80F (71657.690000 sec): 3 clusters
  Score: Raw -594336.055639 + Penalty 2825.386420 = -591510.669219
  nChanged 1
		SP:Iteration 81Q (71657.850000 sec): 3 clusters
  Score: Raw -594336.114617 + Penalty 2825.386420 = -591510.728197
  nChanged 0
		SP:Iteration 82F (71658.010000 sec): 3 clusters
  Score: Raw -594336.114617 + Penalty 2825.386420 = -591510.728197
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 54 (4130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71658.110000 sec): 2 clusters
  Score: Raw -376692.385669 + Penalty 1352.980311 = -375339.405357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71658.300000 sec): 3 clusters
  Score: Raw -374657.869973 + Penalty 2705.960623 = -371951.909350
  nChanged 1632
		SP:Iteration 1F (71658.440000 sec): 3 clusters
  Score: Raw -375730.420874 + Penalty 2705.960623 = -373024.460251
  nChanged 333
		SP:Iteration 2F (71658.590000 sec): 3 clusters
  Score: Raw -375954.420442 + Penalty 2705.960623 = -373248.459819
  nChanged 245
		SP:Iteration 3F (71658.730000 sec): 3 clusters
  Score: Raw -376113.994854 + Penalty 2705.960623 = -373408.034231
  nChanged 197
		SP:Iteration 4Q (71658.870000 sec): 3 clusters
  Score: Raw -376226.740962 + Penalty 2705.960623 = -373520.780339
  nChanged 158
		SP:Iteration 5Q (71659.030000 sec): 3 clusters
  Score: Raw -376330.359813 + Penalty 2705.960623 = -373624.399190
  nChanged 151
		SP:Iteration 6Q (71659.170000 sec): 3 clusters
  Score: Raw -376423.814048 + Penalty 2705.960623 = -373717.853426
  nChanged 116
		SP:Iteration 7Q (71659.330000 sec): 3 clusters
  Score: Raw -376486.967703 + Penalty 2705.960623 = -373781.007080
  nChanged 98
		SP:Iteration 8Q (71659.490000 sec): 3 clusters
  Score: Raw -376556.806100 + Penalty 2705.960623 = -373850.845477
  nChanged 103
		SP:Iteration 9Q (71659.650000 sec): 3 clusters
  Score: Raw -376630.378243 + Penalty 2705.960623 = -373924.417620
  nChanged 112
		SP:Iteration 10Q (71659.810000 sec): 3 clusters
  Score: Raw -376712.672467 + Penalty 2705.960623 = -374006.711845
  nChanged 100
		SP:Iteration 11Q (71659.970000 sec): 3 clusters
  Score: Raw -376771.400028 + Penalty 2705.960623 = -374065.439405
  nChanged 88
		SP:Iteration 12Q (71660.130000 sec): 3 clusters
  Score: Raw -376819.744286 + Penalty 2705.960623 = -374113.783663
  nChanged 75
		SP:Iteration 13Q (71660.290000 sec): 3 clusters
  Score: Raw -376860.197848 + Penalty 2705.960623 = -374154.237225
  nChanged 72
		SP:Iteration 14Q (71660.450000 sec): 3 clusters
  Score: Raw -376901.611896 + Penalty 2705.960623 = -374195.651273
  nChanged 67
		SP:Iteration 15Q (71660.610000 sec): 3 clusters
  Score: Raw -376932.840516 + Penalty 2705.960623 = -374226.879893
  nChanged 71
		SP:Iteration 16Q (71660.770000 sec): 3 clusters
  Score: Raw -376966.640684 + Penalty 2705.960623 = -374260.680062
  nChanged 66
		SP:Iteration 17Q (71660.930000 sec): 3 clusters
  Score: Raw -377001.263387 + Penalty 2705.960623 = -374295.302764
  nChanged 60
		SP:Iteration 18Q (71661.090000 sec): 3 clusters
  Score: Raw -377038.379944 + Penalty 2705.960623 = -374332.419321
  nChanged 71
		SP:Iteration 19Q (71661.250000 sec): 3 clusters
  Score: Raw -377085.124571 + Penalty 2705.960623 = -374379.163948
  nChanged 66
		SP:Iteration 20F (71661.410000 sec): 3 clusters
  Score: Raw -377120.898250 + Penalty 2705.960623 = -374414.937627
  nChanged 52
		SP:Iteration 21Q (71661.570000 sec): 3 clusters
  Score: Raw -377149.626638 + Penalty 2705.960623 = -374443.666016
  nChanged 60
		SP:Iteration 22Q (71661.730000 sec): 3 clusters
  Score: Raw -377179.797511 + Penalty 2705.960623 = -374473.836888
  nChanged 48
		SP:Iteration 23Q (71661.890000 sec): 3 clusters
  Score: Raw -377198.509851 + Penalty 2705.960623 = -374492.549228
  nChanged 42
		SP:Iteration 24Q (71662.050000 sec): 3 clusters
  Score: Raw -377215.766443 + Penalty 2705.960623 = -374509.805820
  nChanged 31
		SP:Iteration 25Q (71662.210000 sec): 3 clusters
  Score: Raw -377226.589094 + Penalty 2705.960623 = -374520.628471
  nChanged 22
		SP:Iteration 26Q (71662.370000 sec): 3 clusters
  Score: Raw -377233.611559 + Penalty 2705.960623 = -374527.650937
  nChanged 13
		SP:Iteration 27Q (71662.530000 sec): 3 clusters
  Score: Raw -377238.799400 + Penalty 2705.960623 = -374532.838777
  nChanged 10
		SP:Iteration 28Q (71662.690000 sec): 3 clusters
  Score: Raw -377241.487029 + Penalty 2705.960623 = -374535.526406
  nChanged 8
		SP:Iteration 29Q (71662.850000 sec): 3 clusters
  Score: Raw -377244.174956 + Penalty 2705.960623 = -374538.214333
  nChanged 7
		SP:Iteration 30Q (71663.030000 sec): 3 clusters
  Score: Raw -377245.962216 + Penalty 2705.960623 = -374540.001593
  nChanged 6
		SP:Iteration 31Q (71663.180000 sec): 3 clusters
  Score: Raw -377247.635518 + Penalty 2705.960623 = -374541.674895
  nChanged 4
		SP:Iteration 32Q (71663.320000 sec): 3 clusters
  Score: Raw -377248.870748 + Penalty 2705.960623 = -374542.910125
  nChanged 5
		SP:Iteration 33Q (71663.470000 sec): 3 clusters
  Score: Raw -377250.151537 + Penalty 2705.960623 = -374544.190914
  nChanged 5
		SP:Iteration 34Q (71663.610000 sec): 3 clusters
  Score: Raw -377251.398474 + Penalty 2705.960623 = -374545.437851
  nChanged 5
		SP:Iteration 35Q (71663.750000 sec): 3 clusters
  Score: Raw -377252.463162 + Penalty 2705.960623 = -374546.502539
  nChanged 1
		SP:Iteration 36Q (71663.900000 sec): 3 clusters
  Score: Raw -377252.600708 + Penalty 2705.960623 = -374546.640085
  nChanged 2
		SP:Iteration 37Q (71664.040000 sec): 3 clusters
  Score: Raw -377252.773654 + Penalty 2705.960623 = -374546.813031
  nChanged 0
		SP:Iteration 38F (71664.190000 sec): 3 clusters
  Score: Raw -377252.773654 + Penalty 2705.960623 = -374546.813031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 55 (4224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71664.300000 sec): 2 clusters
  Score: Raw -436880.585194 + Penalty 1356.637397 = -435523.947798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71664.450000 sec): 3 clusters
  Score: Raw -434765.752609 + Penalty 2713.274793 = -432052.477816
  nChanged 1680
		SP:Iteration 1F (71664.600000 sec): 3 clusters
  Score: Raw -435630.583381 + Penalty 2713.274793 = -432917.308588
  nChanged 300
		SP:Iteration 2F (71664.760000 sec): 3 clusters
  Score: Raw -435802.297312 + Penalty 2713.274793 = -433089.022519
  nChanged 235
		SP:Iteration 3F (71664.920000 sec): 3 clusters
  Score: Raw -435925.435307 + Penalty 2713.274793 = -433212.160514
  nChanged 186
		SP:Iteration 4Q (71665.090000 sec): 3 clusters
  Score: Raw -436011.697704 + Penalty 2713.274793 = -433298.422911
  nChanged 152
		SP:Iteration 5Q (71665.240000 sec): 3 clusters
  Score: Raw -436080.377929 + Penalty 2713.274793 = -433367.103136
  nChanged 130
		SP:Iteration 6Q (71665.390000 sec): 3 clusters
  Score: Raw -436150.610040 + Penalty 2713.274793 = -433437.335247
  nChanged 134
		SP:Iteration 7Q (71665.530000 sec): 3 clusters
  Score: Raw -436223.158478 + Penalty 2713.274793 = -433509.883684
  nChanged 121
		SP:Iteration 8Q (71665.670000 sec): 3 clusters
  Score: Raw -436284.614279 + Penalty 2713.274793 = -433571.339485
  nChanged 117
		SP:Iteration 9Q (71665.820000 sec): 3 clusters
  Score: Raw -436356.680501 + Penalty 2713.274793 = -433643.405708
  nChanged 125
		SP:Iteration 10Q (71665.960000 sec): 3 clusters
  Score: Raw -436429.633325 + Penalty 2713.274793 = -433716.358532
  nChanged 117
		SP:Iteration 11Q (71666.110000 sec): 3 clusters
  Score: Raw -436499.243195 + Penalty 2713.274793 = -433785.968402
  nChanged 104
		SP:Iteration 12Q (71666.250000 sec): 3 clusters
  Score: Raw -436573.183167 + Penalty 2713.274793 = -433859.908374
  nChanged 104
		SP:Iteration 13Q (71666.390000 sec): 3 clusters
  Score: Raw -436642.751558 + Penalty 2713.274793 = -433929.476765
  nChanged 78
		SP:Iteration 14Q (71666.540000 sec): 3 clusters
  Score: Raw -436701.132427 + Penalty 2713.274793 = -433987.857634
  nChanged 69
		SP:Iteration 15Q (71666.680000 sec): 3 clusters
  Score: Raw -436747.268541 + Penalty 2713.274793 = -434033.993748
  nChanged 60
		SP:Iteration 16Q (71666.830000 sec): 3 clusters
  Score: Raw -436785.809360 + Penalty 2713.274793 = -434072.534567
  nChanged 49
		SP:Iteration 17Q (71666.970000 sec): 3 clusters
  Score: Raw -436815.377148 + Penalty 2713.274793 = -434102.102355
  nChanged 37
		SP:Iteration 18Q (71667.110000 sec): 3 clusters
  Score: Raw -436844.317538 + Penalty 2713.274793 = -434131.042745
  nChanged 37
		SP:Iteration 19Q (71667.260000 sec): 3 clusters
  Score: Raw -436868.455569 + Penalty 2713.274793 = -434155.180775
  nChanged 25
		SP:Iteration 20F (71667.400000 sec): 3 clusters
  Score: Raw -436884.688842 + Penalty 2713.274793 = -434171.414048
  nChanged 26
		SP:Iteration 21Q (71667.550000 sec): 3 clusters
  Score: Raw -436904.220859 + Penalty 2713.274793 = -434190.946066
  nChanged 24
		SP:Iteration 22Q (71667.690000 sec): 3 clusters
  Score: Raw -436922.142773 + Penalty 2713.274793 = -434208.867979
  nChanged 22
		SP:Iteration 23Q (71667.830000 sec): 3 clusters
  Score: Raw -436938.186553 + Penalty 2713.274793 = -434224.911760
  nChanged 27
		SP:Iteration 24Q (71667.980000 sec): 3 clusters
  Score: Raw -436956.185746 + Penalty 2713.274793 = -434242.910952
  nChanged 23
		SP:Iteration 25Q (71668.120000 sec): 3 clusters
  Score: Raw -436975.371942 + Penalty 2713.274793 = -434262.097149
  nChanged 22
		SP:Iteration 26Q (71668.270000 sec): 3 clusters
  Score: Raw -436993.009681 + Penalty 2713.274793 = -434279.734887
  nChanged 13
		SP:Iteration 27Q (71668.410000 sec): 3 clusters
  Score: Raw -437004.482846 + Penalty 2713.274793 = -434291.208052
  nChanged 13
		SP:Iteration 28Q (71668.550000 sec): 3 clusters
  Score: Raw -437012.781993 + Penalty 2713.274793 = -434299.507200
  nChanged 9
		SP:Iteration 29Q (71668.730000 sec): 3 clusters
  Score: Raw -437019.244240 + Penalty 2713.274793 = -434305.969446
  nChanged 9
		SP:Iteration 30Q (71668.850000 sec): 3 clusters
  Score: Raw -437029.690522 + Penalty 2713.274793 = -434316.415729
  nChanged 7
		SP:Iteration 31Q (71669.050000 sec): 3 clusters
  Score: Raw -437035.077492 + Penalty 2713.274793 = -434321.802699
  nChanged 6
		SP:Iteration 32Q (71669.290000 sec): 3 clusters
  Score: Raw -437038.851485 + Penalty 2713.274793 = -434325.576691
  nChanged 2
		SP:Iteration 33Q (71669.470000 sec): 3 clusters
  Score: Raw -437040.451355 + Penalty 2713.274793 = -434327.176561
  nChanged 3
		SP:Iteration 34Q (71669.690000 sec): 3 clusters
  Score: Raw -437041.425853 + Penalty 2713.274793 = -434328.151060
  nChanged 2
		SP:Iteration 35Q (71669.830000 sec): 3 clusters
  Score: Raw -437042.560285 + Penalty 2713.274793 = -434329.285492
  nChanged 2
		SP:Iteration 36Q (71670.050000 sec): 3 clusters
  Score: Raw -437043.161014 + Penalty 2713.274793 = -434329.886220
  nChanged 1
		SP:Iteration 37Q (71670.270000 sec): 3 clusters
  Score: Raw -437044.008848 + Penalty 2713.274793 = -434330.734055
  nChanged 0
		SP:Iteration 38F (71670.490000 sec): 3 clusters
  Score: Raw -437044.008848 + Penalty 2713.274793 = -434330.734055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 56 (4553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71670.590000 sec): 2 clusters
  Score: Raw -436612.723938 + Penalty 1368.825516 = -435243.898422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71670.780000 sec): 3 clusters
  Score: Raw -434270.275845 + Penalty 2737.651031 = -431532.624814
  nChanged 1827
		SP:Iteration 1F (71670.940000 sec): 3 clusters
  Score: Raw -435366.321501 + Penalty 2737.651031 = -432628.670469
  nChanged 356
		SP:Iteration 2F (71671.100000 sec): 3 clusters
  Score: Raw -435583.441906 + Penalty 2737.651031 = -432845.790875
  nChanged 274
		SP:Iteration 3F (71671.270000 sec): 3 clusters
  Score: Raw -435740.463529 + Penalty 2737.651031 = -433002.812497
  nChanged 242
		SP:Iteration 4F (71671.430000 sec): 3 clusters
  Score: Raw -435898.452150 + Penalty 2737.651031 = -433160.801119
  nChanged 254
		SP:Iteration 5F (71671.620000 sec): 3 clusters
  Score: Raw -436082.774326 + Penalty 2737.651031 = -433345.123295
  nChanged 241
		SP:Iteration 6F (71671.800000 sec): 3 clusters
  Score: Raw -436266.355001 + Penalty 2737.651031 = -433528.703969
  nChanged 223
		SP:Iteration 7Q (71671.980000 sec): 3 clusters
  Score: Raw -436434.888560 + Penalty 2737.651031 = -433697.237529
  nChanged 209
		SP:Iteration 8Q (71672.130000 sec): 3 clusters
  Score: Raw -436609.729723 + Penalty 2737.651031 = -433872.078692
  nChanged 180
		SP:Iteration 9Q (71672.240000 sec): 3 clusters
  Score: Raw -436773.171708 + Penalty 2737.651031 = -434035.520677
  nChanged 141
		SP:Iteration 10Q (71672.420000 sec): 3 clusters
  Score: Raw -436902.096443 + Penalty 2737.651031 = -434164.445412
  nChanged 136
		SP:Iteration 11Q (71672.590000 sec): 3 clusters
  Score: Raw -437028.349918 + Penalty 2737.651031 = -434290.698886
  nChanged 88
		SP:Iteration 12Q (71672.730000 sec): 3 clusters
  Score: Raw -437116.930261 + Penalty 2737.651031 = -434379.279230
  nChanged 66
		SP:Iteration 13Q (71672.960000 sec): 3 clusters
  Score: Raw -437185.716032 + Penalty 2737.651031 = -434448.065001
  nChanged 62
		SP:Iteration 14Q (71673.070000 sec): 3 clusters
  Score: Raw -437235.705083 + Penalty 2737.651031 = -434498.054052
  nChanged 33
		SP:Iteration 15Q (71673.240000 sec): 3 clusters
  Score: Raw -437263.427221 + Penalty 2737.651031 = -434525.776189
  nChanged 22
		SP:Iteration 16Q (71673.410000 sec): 3 clusters
  Score: Raw -437279.065731 + Penalty 2737.651031 = -434541.414700
  nChanged 18
		SP:Iteration 17Q (71673.640000 sec): 3 clusters
  Score: Raw -437292.908057 + Penalty 2737.651031 = -434555.257025
  nChanged 16
		SP:Iteration 18Q (71673.870000 sec): 3 clusters
  Score: Raw -437302.578272 + Penalty 2737.651031 = -434564.927241
  nChanged 17
		SP:Iteration 19Q (71674.060000 sec): 3 clusters
  Score: Raw -437314.134108 + Penalty 2737.651031 = -434576.483077
  nChanged 14
		SP:Iteration 20F (71674.250000 sec): 3 clusters
  Score: Raw -437323.851122 + Penalty 2737.651031 = -434586.200091
  nChanged 11
		SP:Iteration 21Q (71674.440000 sec): 3 clusters
  Score: Raw -437331.568386 + Penalty 2737.651031 = -434593.917354
  nChanged 6
		SP:Iteration 22Q (71674.630000 sec): 3 clusters
  Score: Raw -437335.098845 + Penalty 2737.651031 = -434597.447813
  nChanged 6
		SP:Iteration 23Q (71674.860000 sec): 3 clusters
  Score: Raw -437337.848438 + Penalty 2737.651031 = -434600.197406
  nChanged 4
		SP:Iteration 24Q (71675.070000 sec): 3 clusters
  Score: Raw -437339.565063 + Penalty 2737.651031 = -434601.914032
  nChanged 1
		SP:Iteration 25Q (71675.270000 sec): 3 clusters
  Score: Raw -437340.053640 + Penalty 2737.651031 = -434602.402608
  nChanged 0
		SP:Iteration 26F (71675.420000 sec): 3 clusters
  Score: Raw -437340.053640 + Penalty 2737.651031 = -434602.402608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 57 (10558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71675.580000 sec): 2 clusters
  Score: Raw -1065504.806299 + Penalty 1505.503861 = -1063999.302438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71675.890000 sec): 3 clusters
  Score: Raw -1059546.037275 + Penalty 3011.007722 = -1056535.029553
  nChanged 4541
		SP:Iteration 1F (71676.090000 sec): 3 clusters
  Score: Raw -1061828.979551 + Penalty 3011.007722 = -1058817.971829
  nChanged 545
		SP:Iteration 2F (71676.370000 sec): 3 clusters
  Score: Raw -1062056.005324 + Penalty 3011.007722 = -1059044.997602
  nChanged 510
		SP:Iteration 3Q (71676.660000 sec): 3 clusters
  Score: Raw -1062274.809182 + Penalty 3011.007722 = -1059263.801460
  nChanged 481
		SP:Iteration 4Q (71676.910000 sec): 3 clusters
  Score: Raw -1062481.991956 + Penalty 3011.007722 = -1059470.984234
  nChanged 421
		SP:Iteration 5Q (71677.110000 sec): 3 clusters
  Score: Raw -1062695.363524 + Penalty 3011.007722 = -1059684.355801
  nChanged 426
		SP:Iteration 6Q (71677.310000 sec): 3 clusters
  Score: Raw -1062959.998779 + Penalty 3011.007722 = -1059948.991057
  nChanged 486
		SP:Iteration 7Q (71677.530000 sec): 3 clusters
  Score: Raw -1063276.062182 + Penalty 3011.007722 = -1060265.054460
  nChanged 464
		SP:Iteration 8Q (71677.760000 sec): 3 clusters
  Score: Raw -1063620.718028 + Penalty 3011.007722 = -1060609.710306
  nChanged 466
		SP:Iteration 9Q (71677.940000 sec): 3 clusters
  Score: Raw -1063944.572861 + Penalty 3011.007722 = -1060933.565138
  nChanged 446
		SP:Iteration 10Q (71678.160000 sec): 3 clusters
  Score: Raw -1064261.059325 + Penalty 3011.007722 = -1061250.051603
  nChanged 401
		SP:Iteration 11Q (71678.350000 sec): 3 clusters
  Score: Raw -1064519.926302 + Penalty 3011.007722 = -1061508.918580
  nChanged 342
		SP:Iteration 12Q (71678.550000 sec): 3 clusters
  Score: Raw -1064711.442416 + Penalty 3011.007722 = -1061700.434694
  nChanged 294
		SP:Iteration 13Q (71678.740000 sec): 3 clusters
  Score: Raw -1064888.305680 + Penalty 3011.007722 = -1061877.297958
  nChanged 245
		SP:Iteration 14Q (71678.940000 sec): 3 clusters
  Score: Raw -1065036.627587 + Penalty 3011.007722 = -1062025.619865
  nChanged 207
		SP:Iteration 15Q (71679.290000 sec): 3 clusters
  Score: Raw -1065157.381474 + Penalty 3011.007722 = -1062146.373752
  nChanged 165
		SP:Iteration 16Q (71679.570000 sec): 3 clusters
  Score: Raw -1065247.534099 + Penalty 3011.007722 = -1062236.526376
  nChanged 136
		SP:Iteration 17Q (71679.810000 sec): 3 clusters
  Score: Raw -1065321.417039 + Penalty 3011.007722 = -1062310.409317
  nChanged 112
		SP:Iteration 18Q (71680.080000 sec): 3 clusters
  Score: Raw -1065378.866248 + Penalty 3011.007722 = -1062367.858525
  nChanged 109
		SP:Iteration 19Q (71680.280000 sec): 3 clusters
  Score: Raw -1065440.034837 + Penalty 3011.007722 = -1062429.027115
  nChanged 89
		SP:Iteration 20F (71680.550000 sec): 3 clusters
  Score: Raw -1065491.450729 + Penalty 3011.007722 = -1062480.443007
  nChanged 84
		SP:Iteration 21Q (71680.780000 sec): 3 clusters
  Score: Raw -1065541.825308 + Penalty 3011.007722 = -1062530.817585
  nChanged 72
		SP:Iteration 22Q (71681.040000 sec): 3 clusters
  Score: Raw -1065580.342795 + Penalty 3011.007722 = -1062569.335073
  nChanged 53
		SP:Iteration 23Q (71681.270000 sec): 3 clusters
  Score: Raw -1065609.794037 + Penalty 3011.007722 = -1062598.786315
  nChanged 42
		SP:Iteration 24Q (71681.510000 sec): 3 clusters
  Score: Raw -1065634.318957 + Penalty 3011.007722 = -1062623.311235
  nChanged 39
		SP:Iteration 25Q (71681.740000 sec): 3 clusters
  Score: Raw -1065659.133932 + Penalty 3011.007722 = -1062648.126210
  nChanged 26
		SP:Iteration 26Q (71681.960000 sec): 3 clusters
  Score: Raw -1065673.217878 + Penalty 3011.007722 = -1062662.210156
  nChanged 19
		SP:Iteration 27Q (71682.220000 sec): 3 clusters
  Score: Raw -1065682.774970 + Penalty 3011.007722 = -1062671.767248
  nChanged 15
		SP:Iteration 28Q (71682.420000 sec): 3 clusters
  Score: Raw -1065690.079491 + Penalty 3011.007722 = -1062679.071768
  nChanged 16
		SP:Iteration 29Q (71682.600000 sec): 3 clusters
  Score: Raw -1065696.821921 + Penalty 3011.007722 = -1062685.814198
  nChanged 13
		SP:Iteration 30Q (71682.900000 sec): 3 clusters
  Score: Raw -1065704.539849 + Penalty 3011.007722 = -1062693.532126
  nChanged 15
		SP:Iteration 31Q (71683.120000 sec): 3 clusters
  Score: Raw -1065715.092178 + Penalty 3011.007722 = -1062704.084456
  nChanged 16
		SP:Iteration 32Q (71683.360000 sec): 3 clusters
  Score: Raw -1065722.338572 + Penalty 3011.007722 = -1062711.330849
  nChanged 8
		SP:Iteration 33Q (71683.580000 sec): 3 clusters
  Score: Raw -1065726.446485 + Penalty 3011.007722 = -1062715.438763
  nChanged 7
		SP:Iteration 34Q (71683.760000 sec): 3 clusters
  Score: Raw -1065729.826521 + Penalty 3011.007722 = -1062718.818798
  nChanged 6
		SP:Iteration 35Q (71683.970000 sec): 3 clusters
  Score: Raw -1065733.110729 + Penalty 3011.007722 = -1062722.103007
  nChanged 7
		SP:Iteration 36Q (71684.180000 sec): 3 clusters
  Score: Raw -1065736.005918 + Penalty 3011.007722 = -1062724.998196
  nChanged 5
		SP:Iteration 37Q (71684.350000 sec): 3 clusters
  Score: Raw -1065738.721852 + Penalty 3011.007722 = -1062727.714129
  nChanged 4
		SP:Iteration 38Q (71684.600000 sec): 3 clusters
  Score: Raw -1065740.519963 + Penalty 3011.007722 = -1062729.512241
  nChanged 6
		SP:Iteration 39Q (71684.800000 sec): 3 clusters
  Score: Raw -1065744.240930 + Penalty 3011.007722 = -1062733.233207
  nChanged 8
		SP:Iteration 40F (71685.010000 sec): 3 clusters
  Score: Raw -1065749.424821 + Penalty 3011.007722 = -1062738.417098
  nChanged 8
		SP:Iteration 41Q (71685.210000 sec): 3 clusters
  Score: Raw -1065754.656907 + Penalty 3011.007722 = -1062743.649184
  nChanged 6
		SP:Iteration 42Q (71685.450000 sec): 3 clusters
  Score: Raw -1065759.741342 + Penalty 3011.007722 = -1062748.733620
  nChanged 9
		SP:Iteration 43Q (71685.670000 sec): 3 clusters
  Score: Raw -1065764.607545 + Penalty 3011.007722 = -1062753.599823
  nChanged 6
		SP:Iteration 44Q (71685.830000 sec): 3 clusters
  Score: Raw -1065769.477890 + Penalty 3011.007722 = -1062758.470168
  nChanged 7
		SP:Iteration 45Q (71686.060000 sec): 3 clusters
  Score: Raw -1065772.559594 + Penalty 3011.007722 = -1062761.551871
  nChanged 5
		SP:Iteration 46Q (71686.210000 sec): 3 clusters
  Score: Raw -1065775.190298 + Penalty 3011.007722 = -1062764.182575
  nChanged 2
		SP:Iteration 47Q (71686.380000 sec): 3 clusters
  Score: Raw -1065776.433326 + Penalty 3011.007722 = -1062765.425603
  nChanged 2
		SP:Iteration 48Q (71686.600000 sec): 3 clusters
  Score: Raw -1065777.438205 + Penalty 3011.007722 = -1062766.430483
  nChanged 1
		SP:Iteration 49Q (71686.800000 sec): 3 clusters
  Score: Raw -1065777.794470 + Penalty 3011.007722 = -1062766.786748
  nChanged 0
		SP:Iteration 50F (71687.010000 sec): 3 clusters
  Score: Raw -1065777.794470 + Penalty 3011.007722 = -1062766.786748
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 58 (530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71687.090000 sec): 2 clusters
  Score: Raw -54027.418834 + Penalty 1019.342514 = -53008.076320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71687.300000 sec): 3 clusters
  Score: Raw -53971.445429 + Penalty 2038.685027 = -51932.760402
  nChanged 135
		SP:Iteration 1F (71687.410000 sec): 3 clusters
  Score: Raw -54149.105811 + Penalty 2038.685027 = -52110.420784
  nChanged 30
		SP:Iteration 2F (71687.600000 sec): 3 clusters
  Score: Raw -54193.185419 + Penalty 2038.685027 = -52154.500392
  nChanged 13
		SP:Iteration 3Q (71687.740000 sec): 3 clusters
  Score: Raw -54213.374170 + Penalty 2038.685027 = -52174.689143
  nChanged 4
		SP:Iteration 4Q (71687.870000 sec): 3 clusters
  Score: Raw -54225.854046 + Penalty 2038.685027 = -52187.169019
  nChanged 6
		SP:Iteration 5Q (71688.000000 sec): 3 clusters
  Score: Raw -54234.701098 + Penalty 2038.685027 = -52196.016071
  nChanged 2
		SP:Iteration 6Q (71688.170000 sec): 3 clusters
  Score: Raw -54237.365044 + Penalty 2038.685027 = -52198.680017
  nChanged 1
		SP:Iteration 7Q (71688.330000 sec): 3 clusters
  Score: Raw -54239.699108 + Penalty 2038.685027 = -52201.014081
  nChanged 1
		SP:Iteration 8Q (71688.450000 sec): 3 clusters
  Score: Raw -54240.768304 + Penalty 2038.685027 = -52202.083276
  nChanged 1
		SP:Iteration 9Q (71688.570000 sec): 3 clusters
  Score: Raw -54243.156498 + Penalty 2038.685027 = -52204.471471
  nChanged 1
		SP:Iteration 10Q (71688.750000 sec): 3 clusters
  Score: Raw -54244.736047 + Penalty 2038.685027 = -52206.051020
  nChanged 1
		SP:Iteration 11Q (71688.890000 sec): 3 clusters
  Score: Raw -54245.603137 + Penalty 2038.685027 = -52206.918110
  nChanged 0
		SP:Iteration 12F (71689.100000 sec): 3 clusters
  Score: Raw -54245.603137 + Penalty 2038.685027 = -52206.918110
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 59 (2234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71689.190000 sec): 2 clusters
  Score: Raw -228018.822647 + Penalty 1253.126709 = -226765.695938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71689.370000 sec): 3 clusters
  Score: Raw -227042.460459 + Penalty 2506.253418 = -224536.207041
  nChanged 813
		SP:Iteration 1F (71689.550000 sec): 3 clusters
  Score: Raw -227580.313410 + Penalty 2506.253418 = -225074.059992
  nChanged 181
		SP:Iteration 2F (71689.760000 sec): 3 clusters
  Score: Raw -227726.017383 + Penalty 2506.253418 = -225219.763965
  nChanged 133
		SP:Iteration 3F (71689.940000 sec): 3 clusters
  Score: Raw -227845.641310 + Penalty 2506.253418 = -225339.387892
  nChanged 110
		SP:Iteration 4Q (71690.130000 sec): 3 clusters
  Score: Raw -227944.512006 + Penalty 2506.253418 = -225438.258588
  nChanged 79
		SP:Iteration 5Q (71690.330000 sec): 3 clusters
  Score: Raw -228006.913308 + Penalty 2506.253418 = -225500.659890
  nChanged 66
		SP:Iteration 6Q (71690.520000 sec): 3 clusters
  Score: Raw -228064.079346 + Penalty 2506.253418 = -225557.825928
  nChanged 49
		SP:Iteration 7Q (71690.730000 sec): 3 clusters
  Score: Raw -228093.820163 + Penalty 2506.253418 = -225587.566745
  nChanged 33
		SP:Iteration 8Q (71690.930000 sec): 3 clusters
  Score: Raw -228117.776042 + Penalty 2506.253418 = -225611.522623
  nChanged 22
		SP:Iteration 9Q (71691.080000 sec): 3 clusters
  Score: Raw -228132.331972 + Penalty 2506.253418 = -225626.078554
  nChanged 19
		SP:Iteration 10Q (71691.260000 sec): 3 clusters
  Score: Raw -228146.345352 + Penalty 2506.253418 = -225640.091934
  nChanged 23
		SP:Iteration 11Q (71691.430000 sec): 3 clusters
  Score: Raw -228165.089573 + Penalty 2506.253418 = -225658.836154
  nChanged 23
		SP:Iteration 12Q (71691.600000 sec): 3 clusters
  Score: Raw -228179.319639 + Penalty 2506.253418 = -225673.066221
  nChanged 14
		SP:Iteration 13Q (71691.770000 sec): 3 clusters
  Score: Raw -228189.290559 + Penalty 2506.253418 = -225683.037141
  nChanged 14
		SP:Iteration 14Q (71691.940000 sec): 3 clusters
  Score: Raw -228197.878253 + Penalty 2506.253418 = -225691.624835
  nChanged 15
		SP:Iteration 15Q (71692.110000 sec): 3 clusters
  Score: Raw -228204.945792 + Penalty 2506.253418 = -225698.692374
  nChanged 11
		SP:Iteration 16Q (71692.280000 sec): 3 clusters
  Score: Raw -228209.738829 + Penalty 2506.253418 = -225703.485411
  nChanged 4
		SP:Iteration 17Q (71692.460000 sec): 3 clusters
  Score: Raw -228211.471976 + Penalty 2506.253418 = -225705.218558
  nChanged 1
		SP:Iteration 18Q (71692.640000 sec): 3 clusters
  Score: Raw -228212.155278 + Penalty 2506.253418 = -225705.901860
  nChanged 4
		SP:Iteration 19Q (71692.820000 sec): 3 clusters
  Score: Raw -228214.413457 + Penalty 2506.253418 = -225708.160039
  nChanged 0
		SP:Iteration 20F (71692.970000 sec): 3 clusters
  Score: Raw -228214.413457 + Penalty 2506.253418 = -225708.160039
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 60 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71693.110000 sec): 2 clusters
  Score: Raw -213619.281342 + Penalty 1243.924020 = -212375.357322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71693.230000 sec): 3 clusters
  Score: Raw -212682.546588 + Penalty 2487.848041 = -210194.698547
  nChanged 755
		SP:Iteration 1F (71693.370000 sec): 3 clusters
  Score: Raw -213158.701129 + Penalty 2487.848041 = -210670.853089
  nChanged 153
		SP:Iteration 2F (71693.560000 sec): 3 clusters
  Score: Raw -213273.921782 + Penalty 2487.848041 = -210786.073741
  nChanged 112
		SP:Iteration 3F (71693.780000 sec): 3 clusters
  Score: Raw -213376.368388 + Penalty 2487.848041 = -210888.520347
  nChanged 110
		SP:Iteration 4F (71693.980000 sec): 3 clusters
  Score: Raw -213479.768307 + Penalty 2487.848041 = -210991.920266
  nChanged 79
		SP:Iteration 5Q (71694.160000 sec): 3 clusters
  Score: Raw -213544.029232 + Penalty 2487.848041 = -211056.181192
  nChanged 73
		SP:Iteration 6Q (71694.320000 sec): 3 clusters
  Score: Raw -213602.791568 + Penalty 2487.848041 = -211114.943527
  nChanged 50
		SP:Iteration 7Q (71694.440000 sec): 3 clusters
  Score: Raw -213631.617750 + Penalty 2487.848041 = -211143.769709
  nChanged 37
		SP:Iteration 8Q (71694.600000 sec): 3 clusters
  Score: Raw -213657.091071 + Penalty 2487.848041 = -211169.243031
  nChanged 27
		SP:Iteration 9Q (71694.790000 sec): 3 clusters
  Score: Raw -213682.185032 + Penalty 2487.848041 = -211194.336991
  nChanged 31
		SP:Iteration 10Q (71694.970000 sec): 3 clusters
  Score: Raw -213710.665562 + Penalty 2487.848041 = -211222.817521
  nChanged 40
		SP:Iteration 11Q (71695.140000 sec): 3 clusters
  Score: Raw -213738.798671 + Penalty 2487.848041 = -211250.950630
  nChanged 38
		SP:Iteration 12Q (71695.270000 sec): 3 clusters
  Score: Raw -213779.399902 + Penalty 2487.848041 = -211291.551861
  nChanged 45
		SP:Iteration 13Q (71695.440000 sec): 3 clusters
  Score: Raw -213841.971506 + Penalty 2487.848041 = -211354.123465
  nChanged 48
		SP:Iteration 14Q (71695.650000 sec): 3 clusters
  Score: Raw -213889.567019 + Penalty 2487.848041 = -211401.718978
  nChanged 50
		SP:Iteration 15Q (71695.850000 sec): 3 clusters
  Score: Raw -213927.595202 + Penalty 2487.848041 = -211439.747161
  nChanged 42
		SP:Iteration 16Q (71696.040000 sec): 3 clusters
  Score: Raw -213952.910917 + Penalty 2487.848041 = -211465.062877
  nChanged 32
		SP:Iteration 17Q (71696.220000 sec): 3 clusters
  Score: Raw -213977.022621 + Penalty 2487.848041 = -211489.174580
  nChanged 28
		SP:Iteration 18Q (71696.370000 sec): 3 clusters
  Score: Raw -213995.630033 + Penalty 2487.848041 = -211507.781992
  nChanged 20
		SP:Iteration 19Q (71696.500000 sec): 3 clusters
  Score: Raw -214007.859167 + Penalty 2487.848041 = -211520.011126
  nChanged 21
		SP:Iteration 20F (71696.630000 sec): 3 clusters
  Score: Raw -214025.517460 + Penalty 2487.848041 = -211537.669420
  nChanged 19
		SP:Iteration 21Q (71696.750000 sec): 3 clusters
  Score: Raw -214043.350689 + Penalty 2487.848041 = -211555.502648
  nChanged 19
		SP:Iteration 22Q (71696.910000 sec): 3 clusters
  Score: Raw -214059.026158 + Penalty 2487.848041 = -211571.178117
  nChanged 15
		SP:Iteration 23Q (71697.080000 sec): 3 clusters
  Score: Raw -214067.779649 + Penalty 2487.848041 = -211579.931608
  nChanged 9
		SP:Iteration 24Q (71697.210000 sec): 3 clusters
  Score: Raw -214072.482978 + Penalty 2487.848041 = -211584.634937
  nChanged 8
		SP:Iteration 25Q (71697.380000 sec): 3 clusters
  Score: Raw -214076.519225 + Penalty 2487.848041 = -211588.671185
  nChanged 10
		SP:Iteration 26Q (71697.510000 sec): 3 clusters
  Score: Raw -214081.176206 + Penalty 2487.848041 = -211593.328165
  nChanged 8
		SP:Iteration 27Q (71697.630000 sec): 3 clusters
  Score: Raw -214083.137918 + Penalty 2487.848041 = -211595.289878
  nChanged 4
		SP:Iteration 28Q (71697.800000 sec): 3 clusters
  Score: Raw -214084.160524 + Penalty 2487.848041 = -211596.312483
  nChanged 2
		SP:Iteration 29Q (71697.970000 sec): 3 clusters
  Score: Raw -214084.677119 + Penalty 2487.848041 = -211596.829079
  nChanged 0
		SP:Iteration 30F (71698.150000 sec): 3 clusters
  Score: Raw -214084.677119 + Penalty 2487.848041 = -211596.829079
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 61 (439 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71698.250000 sec): 2 clusters
  Score: Raw -47137.633272 + Penalty 988.731155 = -46148.902117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71698.410000 sec): 3 clusters
  Score: Raw -47096.147205 + Penalty 1977.462309 = -45118.684896
  nChanged 98
		SP:Iteration 1F (71698.660000 sec): 3 clusters
  Score: Raw -47243.886568 + Penalty 1977.462309 = -45266.424259
  nChanged 17
		SP:Iteration 2Q (71698.850000 sec): 3 clusters
  Score: Raw -47267.037172 + Penalty 1977.462309 = -45289.574863
  nChanged 8
		SP:Iteration 3Q (71699.060000 sec): 3 clusters
  Score: Raw -47276.805376 + Penalty 1977.462309 = -45299.343066
  nChanged 5
		SP:Iteration 4Q (71699.260000 sec): 3 clusters
  Score: Raw -47292.847945 + Penalty 1977.462309 = -45315.385636
  nChanged 5
		SP:Iteration 5Q (71699.460000 sec): 3 clusters
  Score: Raw -47303.900790 + Penalty 1977.462309 = -45326.438481
  nChanged 6
		SP:Iteration 6Q (71699.630000 sec): 3 clusters
  Score: Raw -47314.911921 + Penalty 1977.462309 = -45337.449612
  nChanged 5
		SP:Iteration 7Q (71699.750000 sec): 3 clusters
  Score: Raw -47320.466121 + Penalty 1977.462309 = -45343.003811
  nChanged 3
		SP:Iteration 8Q (71699.910000 sec): 3 clusters
  Score: Raw -47325.665404 + Penalty 1977.462309 = -45348.203094
  nChanged 6
		SP:Iteration 9Q (71700.060000 sec): 3 clusters
  Score: Raw -47335.673294 + Penalty 1977.462309 = -45358.210985
  nChanged 3
		SP:Iteration 10Q (71700.250000 sec): 3 clusters
  Score: Raw -47338.848858 + Penalty 1977.462309 = -45361.386549
  nChanged 1
		SP:Iteration 11Q (71700.420000 sec): 3 clusters
  Score: Raw -47340.399562 + Penalty 1977.462309 = -45362.937253
  nChanged 0
		SP:Iteration 12F (71700.590000 sec): 3 clusters
  Score: Raw -47340.399562 + Penalty 1977.462309 = -45362.937253
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 62 (884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71700.720000 sec): 2 clusters
  Score: Raw -73156.293507 + Penalty 1102.474273 = -72053.819235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71700.890000 sec): 3 clusters
  Score: Raw -72986.196783 + Penalty 2204.948545 = -70781.248237
  nChanged 272
		SP:Iteration 1F (71701.070000 sec): 3 clusters
  Score: Raw -73455.385907 + Penalty 2204.948545 = -71250.437362
  nChanged 95
		SP:Iteration 2F (71701.270000 sec): 3 clusters
  Score: Raw -73604.765119 + Penalty 2204.948545 = -71399.816574
  nChanged 52
		SP:Iteration 3F (71701.450000 sec): 3 clusters
  Score: Raw -73678.433439 + Penalty 2204.948545 = -71473.484894
  nChanged 26
		SP:Iteration 4Q (71701.640000 sec): 3 clusters
  Score: Raw -73712.537765 + Penalty 2204.948545 = -71507.589219
  nChanged 18
		SP:Iteration 5Q (71701.830000 sec): 3 clusters
  Score: Raw -73747.655220 + Penalty 2204.948545 = -71542.706675
  nChanged 16
		SP:Iteration 6Q (71702.010000 sec): 3 clusters
  Score: Raw -73771.247967 + Penalty 2204.948545 = -71566.299421
  nChanged 6
		SP:Iteration 7Q (71702.200000 sec): 3 clusters
  Score: Raw -73779.411247 + Penalty 2204.948545 = -71574.462701
  nChanged 5
		SP:Iteration 8Q (71702.390000 sec): 3 clusters
  Score: Raw -73791.797581 + Penalty 2204.948545 = -71586.849036
  nChanged 8
		SP:Iteration 9Q (71702.580000 sec): 3 clusters
  Score: Raw -73804.743275 + Penalty 2204.948545 = -71599.794730
  nChanged 10
		SP:Iteration 10Q (71702.770000 sec): 3 clusters
  Score: Raw -73822.214423 + Penalty 2204.948545 = -71617.265878
  nChanged 6
		SP:Iteration 11Q (71702.990000 sec): 3 clusters
  Score: Raw -73825.113739 + Penalty 2204.948545 = -71620.165194
  nChanged 6
		SP:Iteration 12Q (71703.130000 sec): 3 clusters
  Score: Raw -73828.979315 + Penalty 2204.948545 = -71624.030770
  nChanged 3
		SP:Iteration 13Q (71703.290000 sec): 3 clusters
  Score: Raw -73830.625989 + Penalty 2204.948545 = -71625.677444
  nChanged 2
		SP:Iteration 14Q (71703.480000 sec): 3 clusters
  Score: Raw -73833.138937 + Penalty 2204.948545 = -71628.190392
  nChanged 0
		SP:Iteration 15F (71703.670000 sec): 3 clusters
  Score: Raw -73833.138937 + Penalty 2204.948545 = -71628.190392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 63 (498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71703.820000 sec): 2 clusters
  Score: Raw -50550.230181 + Penalty 1009.222513 = -49541.007668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71703.970000 sec): 3 clusters
  Score: Raw -50522.425700 + Penalty 2018.445025 = -48503.980675
  nChanged 143
		SP:Iteration 1F (71704.230000 sec): 3 clusters
  Score: Raw -50740.686807 + Penalty 2018.445025 = -48722.241782
  nChanged 31
		SP:Iteration 2F (71704.390000 sec): 3 clusters
  Score: Raw -50784.780439 + Penalty 2018.445025 = -48766.335414
  nChanged 10
		SP:Iteration 3Q (71704.630000 sec): 3 clusters
  Score: Raw -50803.047266 + Penalty 2018.445025 = -48784.602241
  nChanged 10
		SP:Iteration 4Q (71704.840000 sec): 3 clusters
  Score: Raw -50817.633068 + Penalty 2018.445025 = -48799.188043
  nChanged 5
		SP:Iteration 5Q (71705.050000 sec): 3 clusters
  Score: Raw -50823.306728 + Penalty 2018.445025 = -48804.861703
  nChanged 5
		SP:Iteration 6Q (71705.230000 sec): 3 clusters
  Score: Raw -50831.014426 + Penalty 2018.445025 = -48812.569401
  nChanged 4
		SP:Iteration 7Q (71705.430000 sec): 3 clusters
  Score: Raw -50837.218564 + Penalty 2018.445025 = -48818.773539
  nChanged 3
		SP:Iteration 8Q (71705.610000 sec): 3 clusters
  Score: Raw -50842.154777 + Penalty 2018.445025 = -48823.709752
  nChanged 1
		SP:Iteration 9Q (71705.730000 sec): 3 clusters
  Score: Raw -50844.371623 + Penalty 2018.445025 = -48825.926598
  nChanged 1
		SP:Iteration 10Q (71705.900000 sec): 3 clusters
  Score: Raw -50846.584674 + Penalty 2018.445025 = -48828.139649
  nChanged 0
		SP:Iteration 11F (71706.070000 sec): 3 clusters
  Score: Raw -50846.584674 + Penalty 2018.445025 = -48828.139649
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 64 (4157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71706.150000 sec): 2 clusters
  Score: Raw -395556.000608 + Penalty 1354.039203 = -394201.961406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71706.400000 sec): 3 clusters
  Score: Raw -393505.898612 + Penalty 2708.078405 = -390797.820207
  nChanged 1651
		SP:Iteration 1F (71706.630000 sec): 3 clusters
  Score: Raw -394461.519046 + Penalty 2708.078405 = -391753.440641
  nChanged 323
		SP:Iteration 2F (71706.870000 sec): 3 clusters
  Score: Raw -394681.567560 + Penalty 2708.078405 = -391973.489155
  nChanged 260
		SP:Iteration 3F (71707.080000 sec): 3 clusters
  Score: Raw -394910.445602 + Penalty 2708.078405 = -392202.367196
  nChanged 271
		SP:Iteration 4F (71707.250000 sec): 3 clusters
  Score: Raw -395166.863520 + Penalty 2708.078405 = -392458.785115
  nChanged 250
		SP:Iteration 5F (71707.460000 sec): 3 clusters
  Score: Raw -395397.368086 + Penalty 2708.078405 = -392689.289680
  nChanged 229
		SP:Iteration 6F (71707.680000 sec): 3 clusters
  Score: Raw -395664.916161 + Penalty 2708.078405 = -392956.837756
  nChanged 231
		SP:Iteration 7F (71707.920000 sec): 3 clusters
  Score: Raw -395925.124335 + Penalty 2708.078405 = -393217.045930
  nChanged 231
		SP:Iteration 8F (71708.100000 sec): 3 clusters
  Score: Raw -396122.151089 + Penalty 2708.078405 = -393414.072683
  nChanged 167
		SP:Iteration 9Q (71708.260000 sec): 3 clusters
  Score: Raw -396263.703319 + Penalty 2708.078405 = -393555.624914
  nChanged 155
		SP:Iteration 10Q (71708.510000 sec): 3 clusters
  Score: Raw -396370.019342 + Penalty 2708.078405 = -393661.940936
  nChanged 114
		SP:Iteration 11Q (71708.710000 sec): 3 clusters
  Score: Raw -396440.918330 + Penalty 2708.078405 = -393732.839925
  nChanged 101
		SP:Iteration 12Q (71708.900000 sec): 3 clusters
  Score: Raw -396500.088256 + Penalty 2708.078405 = -393792.009851
  nChanged 79
		SP:Iteration 13Q (71709.110000 sec): 3 clusters
  Score: Raw -396537.131994 + Penalty 2708.078405 = -393829.053589
  nChanged 73
		SP:Iteration 14Q (71709.270000 sec): 3 clusters
  Score: Raw -396575.340680 + Penalty 2708.078405 = -393867.262275
  nChanged 64
		SP:Iteration 15Q (71709.460000 sec): 3 clusters
  Score: Raw -396602.607789 + Penalty 2708.078405 = -393894.529384
  nChanged 51
		SP:Iteration 16Q (71709.620000 sec): 3 clusters
  Score: Raw -396625.209234 + Penalty 2708.078405 = -393917.130829
  nChanged 46
		SP:Iteration 17Q (71709.750000 sec): 3 clusters
  Score: Raw -396649.155815 + Penalty 2708.078405 = -393941.077409
  nChanged 49
		SP:Iteration 18Q (71709.920000 sec): 3 clusters
  Score: Raw -396669.269761 + Penalty 2708.078405 = -393961.191356
  nChanged 40
		SP:Iteration 19Q (71710.170000 sec): 3 clusters
  Score: Raw -396686.030565 + Penalty 2708.078405 = -393977.952160
  nChanged 33
		SP:Iteration 20F (71710.390000 sec): 3 clusters
  Score: Raw -396700.966280 + Penalty 2708.078405 = -393992.887875
  nChanged 28
		SP:Iteration 21Q (71710.580000 sec): 3 clusters
  Score: Raw -396710.637936 + Penalty 2708.078405 = -394002.559531
  nChanged 18
		SP:Iteration 22Q (71710.800000 sec): 3 clusters
  Score: Raw -396715.796892 + Penalty 2708.078405 = -394007.718486
  nChanged 13
		SP:Iteration 23Q (71710.960000 sec): 3 clusters
  Score: Raw -396718.441739 + Penalty 2708.078405 = -394010.363333
  nChanged 9
		SP:Iteration 24Q (71711.150000 sec): 3 clusters
  Score: Raw -396721.128517 + Penalty 2708.078405 = -394013.050111
  nChanged 11
		SP:Iteration 25Q (71711.290000 sec): 3 clusters
  Score: Raw -396723.362977 + Penalty 2708.078405 = -394015.284572
  nChanged 4
		SP:Iteration 26Q (71711.510000 sec): 3 clusters
  Score: Raw -396724.008162 + Penalty 2708.078405 = -394015.929757
  nChanged 3
		SP:Iteration 27Q (71711.660000 sec): 3 clusters
  Score: Raw -396725.009800 + Penalty 2708.078405 = -394016.931395
  nChanged 5
		SP:Iteration 28Q (71711.900000 sec): 3 clusters
  Score: Raw -396726.906963 + Penalty 2708.078405 = -394018.828558
  nChanged 4
		SP:Iteration 29Q (71712.040000 sec): 3 clusters
  Score: Raw -396728.412031 + Penalty 2708.078405 = -394020.333626
  nChanged 3
		SP:Iteration 30Q (71712.230000 sec): 3 clusters
  Score: Raw -396729.305422 + Penalty 2708.078405 = -394021.227017
  nChanged 4
		SP:Iteration 31Q (71712.390000 sec): 3 clusters
  Score: Raw -396729.841423 + Penalty 2708.078405 = -394021.763017
  nChanged 3
		SP:Iteration 32Q (71712.570000 sec): 3 clusters
  Score: Raw -396730.316556 + Penalty 2708.078405 = -394022.238151
  nChanged 1
		SP:Iteration 33Q (71712.720000 sec): 3 clusters
  Score: Raw -396730.533723 + Penalty 2708.078405 = -394022.455317
  nChanged 2
		SP:Iteration 34Q (71712.950000 sec): 3 clusters
  Score: Raw -396730.862235 + Penalty 2708.078405 = -394022.783830
  nChanged 1
		SP:Iteration 35Q (71713.160000 sec): 3 clusters
  Score: Raw -396731.172386 + Penalty 2708.078405 = -394023.093980
  nChanged 4
		SP:Iteration 36Q (71713.350000 sec): 3 clusters
  Score: Raw -396731.740979 + Penalty 2708.078405 = -394023.662574
  nChanged 2
		SP:Iteration 37Q (71713.550000 sec): 3 clusters
  Score: Raw -396732.213304 + Penalty 2708.078405 = -394024.134898
  nChanged 2
		SP:Iteration 38Q (71713.730000 sec): 3 clusters
  Score: Raw -396732.603491 + Penalty 2708.078405 = -394024.525085
  nChanged 3
		SP:Iteration 39Q (71713.910000 sec): 3 clusters
  Score: Raw -396732.999568 + Penalty 2708.078405 = -394024.921163
  nChanged 0
		SP:Iteration 40F (71714.120000 sec): 3 clusters
  Score: Raw -396732.999568 + Penalty 2708.078405 = -394024.921163
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 65 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71714.250000 sec): 2 clusters
  Score: Raw -23407.926441 + Penalty 902.984560 = -22504.941881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71714.390000 sec): 3 clusters
  Score: Raw -23555.306431 + Penalty 1805.969120 = -21749.337311
  nChanged 56
		SP:Iteration 1F (71714.560000 sec): 3 clusters
  Score: Raw -23720.650754 + Penalty 1805.969120 = -21914.681634
  nChanged 14
		SP:Iteration 2F (71714.730000 sec): 3 clusters
  Score: Raw -23752.853346 + Penalty 1805.969120 = -21946.884226
  nChanged 7
		SP:Iteration 3Q (71714.960000 sec): 3 clusters
  Score: Raw -23779.126869 + Penalty 1805.969120 = -21973.157749
  nChanged 5
		SP:Iteration 4Q (71715.190000 sec): 3 clusters
  Score: Raw -23793.520079 + Penalty 1805.969120 = -21987.550959
  nChanged 0
		SP:Iteration 5F (71715.340000 sec): 3 clusters
  Score: Raw -23793.520079 + Penalty 1805.969120 = -21987.550959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 66 (1232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71715.510000 sec): 2 clusters
  Score: Raw -134823.689077 + Penalty 1156.414048 = -133667.275029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71715.650000 sec): 3 clusters
  Score: Raw -134390.251419 + Penalty 2312.828097 = -132077.423322
  nChanged 383
		SP:Iteration 1F (71715.820000 sec): 3 clusters
  Score: Raw -134686.034962 + Penalty 2312.828097 = -132373.206865
  nChanged 86
		SP:Iteration 2F (71715.950000 sec): 3 clusters
  Score: Raw -134763.215614 + Penalty 2312.828097 = -132450.387518
  nChanged 56
		SP:Iteration 3Q (71716.110000 sec): 3 clusters
  Score: Raw -134809.887880 + Penalty 2312.828097 = -132497.059783
  nChanged 38
		SP:Iteration 4Q (71716.270000 sec): 3 clusters
  Score: Raw -134834.344145 + Penalty 2312.828097 = -132521.516048
  nChanged 20
		SP:Iteration 5Q (71716.450000 sec): 3 clusters
  Score: Raw -134851.313768 + Penalty 2312.828097 = -132538.485671
  nChanged 16
		SP:Iteration 6Q (71716.630000 sec): 3 clusters
  Score: Raw -134859.965085 + Penalty 2312.828097 = -132547.136988
  nChanged 9
		SP:Iteration 7Q (71716.750000 sec): 3 clusters
  Score: Raw -134864.332504 + Penalty 2312.828097 = -132551.504407
  nChanged 6
		SP:Iteration 8Q (71716.970000 sec): 3 clusters
  Score: Raw -134869.640310 + Penalty 2312.828097 = -132556.812213
  nChanged 11
		SP:Iteration 9Q (71717.090000 sec): 3 clusters
  Score: Raw -134874.000627 + Penalty 2312.828097 = -132561.172530
  nChanged 3
		SP:Iteration 10Q (71717.250000 sec): 3 clusters
  Score: Raw -134875.330012 + Penalty 2312.828097 = -132562.501915
  nChanged 3
		SP:Iteration 11Q (71717.440000 sec): 3 clusters
  Score: Raw -134876.934126 + Penalty 2312.828097 = -132564.106029
  nChanged 2
		SP:Iteration 12Q (71717.660000 sec): 3 clusters
  Score: Raw -134877.801724 + Penalty 2312.828097 = -132564.973627
  nChanged 2
		SP:Iteration 13Q (71717.800000 sec): 3 clusters
  Score: Raw -134879.464080 + Penalty 2312.828097 = -132566.635983
  nChanged 3
		SP:Iteration 14Q (71718.000000 sec): 3 clusters
  Score: Raw -134881.411236 + Penalty 2312.828097 = -132568.583139
  nChanged 4
		SP:Iteration 15Q (71718.190000 sec): 3 clusters
  Score: Raw -134883.915109 + Penalty 2312.828097 = -132571.087013
  nChanged 5
		SP:Iteration 16Q (71718.340000 sec): 3 clusters
  Score: Raw -134886.230001 + Penalty 2312.828097 = -132573.401904
  nChanged 5
		SP:Iteration 17Q (71718.510000 sec): 3 clusters
  Score: Raw -134888.928278 + Penalty 2312.828097 = -132576.100182
  nChanged 1
		SP:Iteration 18Q (71718.630000 sec): 3 clusters
  Score: Raw -134889.375734 + Penalty 2312.828097 = -132576.547638
  nChanged 2
		SP:Iteration 19Q (71718.810000 sec): 3 clusters
  Score: Raw -134890.020620 + Penalty 2312.828097 = -132577.192523
  nChanged 2
		SP:Iteration 20F (71718.950000 sec): 3 clusters
  Score: Raw -134890.476202 + Penalty 2312.828097 = -132577.648105
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 67 (3887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71719.070000 sec): 2 clusters
  Score: Raw -364438.986585 + Penalty 1343.126351 = -363095.860234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71719.250000 sec): 3 clusters
  Score: Raw -362494.415355 + Penalty 2686.252703 = -359808.162652
  nChanged 1524
		SP:Iteration 1F (71719.370000 sec): 3 clusters
  Score: Raw -363411.148271 + Penalty 2686.252703 = -360724.895568
  nChanged 332
		SP:Iteration 2F (71719.550000 sec): 3 clusters
  Score: Raw -363658.348235 + Penalty 2686.252703 = -360972.095532
  nChanged 260
		SP:Iteration 3F (71719.730000 sec): 3 clusters
  Score: Raw -363839.124428 + Penalty 2686.252703 = -361152.871725
  nChanged 217
		SP:Iteration 4F (71719.930000 sec): 3 clusters
  Score: Raw -363989.117126 + Penalty 2686.252703 = -361302.864423
  nChanged 165
		SP:Iteration 5Q (71720.060000 sec): 3 clusters
  Score: Raw -364097.567884 + Penalty 2686.252703 = -361411.315181
  nChanged 140
		SP:Iteration 6Q (71720.230000 sec): 3 clusters
  Score: Raw -364180.855548 + Penalty 2686.252703 = -361494.602845
  nChanged 119
		SP:Iteration 7Q (71720.400000 sec): 3 clusters
  Score: Raw -364245.273574 + Penalty 2686.252703 = -361559.020872
  nChanged 97
		SP:Iteration 8Q (71720.570000 sec): 3 clusters
  Score: Raw -364294.056374 + Penalty 2686.252703 = -361607.803671
  nChanged 72
		SP:Iteration 9Q (71720.740000 sec): 3 clusters
  Score: Raw -364336.688336 + Penalty 2686.252703 = -361650.435633
  nChanged 76
		SP:Iteration 10Q (71720.930000 sec): 3 clusters
  Score: Raw -364385.387295 + Penalty 2686.252703 = -361699.134593
  nChanged 66
		SP:Iteration 11Q (71721.100000 sec): 3 clusters
  Score: Raw -364430.240454 + Penalty 2686.252703 = -361743.987751
  nChanged 53
		SP:Iteration 12Q (71721.250000 sec): 3 clusters
  Score: Raw -364463.135147 + Penalty 2686.252703 = -361776.882444
  nChanged 48
		SP:Iteration 13Q (71721.410000 sec): 3 clusters
  Score: Raw -364486.960117 + Penalty 2686.252703 = -361800.707414
  nChanged 35
		SP:Iteration 14Q (71721.590000 sec): 3 clusters
  Score: Raw -364503.174193 + Penalty 2686.252703 = -361816.921490
  nChanged 24
		SP:Iteration 15Q (71721.830000 sec): 3 clusters
  Score: Raw -364517.585283 + Penalty 2686.252703 = -361831.332580
  nChanged 17
		SP:Iteration 16Q (71722.070000 sec): 3 clusters
  Score: Raw -364525.764784 + Penalty 2686.252703 = -361839.512081
  nChanged 13
		SP:Iteration 17Q (71722.280000 sec): 3 clusters
  Score: Raw -364529.712766 + Penalty 2686.252703 = -361843.460064
  nChanged 7
		SP:Iteration 18Q (71722.430000 sec): 3 clusters
  Score: Raw -364532.116652 + Penalty 2686.252703 = -361845.863950
  nChanged 9
		SP:Iteration 19Q (71722.610000 sec): 3 clusters
  Score: Raw -364536.031319 + Penalty 2686.252703 = -361849.778617
  nChanged 13
		SP:Iteration 20F (71722.770000 sec): 3 clusters
  Score: Raw -364540.227468 + Penalty 2686.252703 = -361853.974765
  nChanged 10
		SP:Iteration 21Q (71722.940000 sec): 3 clusters
  Score: Raw -364543.097025 + Penalty 2686.252703 = -361856.844322
  nChanged 10
		SP:Iteration 22Q (71723.150000 sec): 3 clusters
  Score: Raw -364546.082011 + Penalty 2686.252703 = -361859.829308
  nChanged 5
		SP:Iteration 23Q (71723.350000 sec): 3 clusters
  Score: Raw -364548.211843 + Penalty 2686.252703 = -361861.959140
  nChanged 8
		SP:Iteration 24Q (71723.550000 sec): 3 clusters
  Score: Raw -364551.210247 + Penalty 2686.252703 = -361864.957544
  nChanged 9
		SP:Iteration 25Q (71723.720000 sec): 3 clusters
  Score: Raw -364555.208711 + Penalty 2686.252703 = -361868.956008
  nChanged 16
		SP:Iteration 26Q (71723.870000 sec): 3 clusters
  Score: Raw -364560.588355 + Penalty 2686.252703 = -361874.335652
  nChanged 17
		SP:Iteration 27Q (71724.000000 sec): 3 clusters
  Score: Raw -364566.386033 + Penalty 2686.252703 = -361880.133330
  nChanged 13
		SP:Iteration 28Q (71724.170000 sec): 3 clusters
  Score: Raw -364572.524131 + Penalty 2686.252703 = -361886.271429
  nChanged 12
		SP:Iteration 29Q (71724.330000 sec): 3 clusters
  Score: Raw -364578.424375 + Penalty 2686.252703 = -361892.171672
  nChanged 12
		SP:Iteration 30Q (71724.470000 sec): 3 clusters
  Score: Raw -364583.069720 + Penalty 2686.252703 = -361896.817017
  nChanged 12
		SP:Iteration 31Q (71724.610000 sec): 3 clusters
  Score: Raw -364589.594048 + Penalty 2686.252703 = -361903.341346
  nChanged 12
		SP:Iteration 32Q (71724.740000 sec): 3 clusters
  Score: Raw -364594.604668 + Penalty 2686.252703 = -361908.351965
  nChanged 12
		SP:Iteration 33Q (71724.870000 sec): 3 clusters
  Score: Raw -364598.836666 + Penalty 2686.252703 = -361912.583963
  nChanged 8
		SP:Iteration 34Q (71725.050000 sec): 3 clusters
  Score: Raw -364604.313977 + Penalty 2686.252703 = -361918.061274
  nChanged 11
		SP:Iteration 35Q (71725.230000 sec): 3 clusters
  Score: Raw -364609.805452 + Penalty 2686.252703 = -361923.552750
  nChanged 12
		SP:Iteration 36Q (71725.410000 sec): 3 clusters
  Score: Raw -364616.646903 + Penalty 2686.252703 = -361930.394201
  nChanged 13
		SP:Iteration 37Q (71725.540000 sec): 3 clusters
  Score: Raw -364626.491811 + Penalty 2686.252703 = -361940.239109
  nChanged 20
		SP:Iteration 38Q (71725.680000 sec): 3 clusters
  Score: Raw -364636.382923 + Penalty 2686.252703 = -361950.130221
  nChanged 12
		SP:Iteration 39Q (71725.810000 sec): 3 clusters
  Score: Raw -364641.153043 + Penalty 2686.252703 = -361954.900340
  nChanged 5
		SP:Iteration 40F (71725.950000 sec): 3 clusters
  Score: Raw -364643.784801 + Penalty 2686.252703 = -361957.532098
  nChanged 5
		SP:Iteration 41Q (71726.120000 sec): 3 clusters
  Score: Raw -364645.561903 + Penalty 2686.252703 = -361959.309200
  nChanged 5
		SP:Iteration 42Q (71726.260000 sec): 3 clusters
  Score: Raw -364647.212817 + Penalty 2686.252703 = -361960.960115
  nChanged 2
		SP:Iteration 43Q (71726.440000 sec): 3 clusters
  Score: Raw -364647.744586 + Penalty 2686.252703 = -361961.491884
  nChanged 1
		SP:Iteration 44Q (71726.620000 sec): 3 clusters
  Score: Raw -364648.411588 + Penalty 2686.252703 = -361962.158885
  nChanged 2
		SP:Iteration 45Q (71726.800000 sec): 3 clusters
  Score: Raw -364649.352090 + Penalty 2686.252703 = -361963.099388
  nChanged 3
		SP:Iteration 46Q (71726.980000 sec): 3 clusters
  Score: Raw -364650.549185 + Penalty 2686.252703 = -361964.296482
  nChanged 5
		SP:Iteration 47Q (71727.190000 sec): 3 clusters
  Score: Raw -364652.236524 + Penalty 2686.252703 = -361965.983821
  nChanged 2
		SP:Iteration 48Q (71727.390000 sec): 3 clusters
  Score: Raw -364652.997725 + Penalty 2686.252703 = -361966.745022
  nChanged 1
		SP:Iteration 49Q (71727.620000 sec): 3 clusters
  Score: Raw -364653.837694 + Penalty 2686.252703 = -361967.584992
  nChanged 3
		SP:Iteration 50Q (71727.780000 sec): 3 clusters
  Score: Raw -364654.536139 + Penalty 2686.252703 = -361968.283436
  nChanged 0
		SP:Iteration 51F (71727.960000 sec): 3 clusters
  Score: Raw -364654.536139 + Penalty 2686.252703 = -361968.283436
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 68 (4176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71728.080000 sec): 2 clusters
  Score: Raw -432855.361529 + Penalty 1354.780234 = -431500.581295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71728.280000 sec): 3 clusters
  Score: Raw -430769.525349 + Penalty 2709.560467 = -428059.964882
  nChanged 1640
		SP:Iteration 1F (71728.450000 sec): 3 clusters
  Score: Raw -431726.404500 + Penalty 2709.560467 = -429016.844033
  nChanged 356
		SP:Iteration 2F (71728.640000 sec): 3 clusters
  Score: Raw -431978.242191 + Penalty 2709.560467 = -429268.681724
  nChanged 295
		SP:Iteration 3F (71728.780000 sec): 3 clusters
  Score: Raw -432196.036354 + Penalty 2709.560467 = -429486.475887
  nChanged 261
		SP:Iteration 4F (71728.960000 sec): 3 clusters
  Score: Raw -432397.906995 + Penalty 2709.560467 = -429688.346528
  nChanged 221
		SP:Iteration 5F (71729.170000 sec): 3 clusters
  Score: Raw -432568.953709 + Penalty 2709.560467 = -429859.393242
  nChanged 193
		SP:Iteration 6Q (71729.370000 sec): 3 clusters
  Score: Raw -432728.387162 + Penalty 2709.560467 = -430018.826695
  nChanged 165
		SP:Iteration 7Q (71729.550000 sec): 3 clusters
  Score: Raw -432860.016858 + Penalty 2709.560467 = -430150.456391
  nChanged 112
		SP:Iteration 8Q (71729.740000 sec): 3 clusters
  Score: Raw -432945.442022 + Penalty 2709.560467 = -430235.881555
  nChanged 89
		SP:Iteration 9Q (71729.930000 sec): 3 clusters
  Score: Raw -433011.056685 + Penalty 2709.560467 = -430301.496218
  nChanged 66
		SP:Iteration 10Q (71730.110000 sec): 3 clusters
  Score: Raw -433050.178857 + Penalty 2709.560467 = -430340.618390
  nChanged 38
		SP:Iteration 11Q (71730.300000 sec): 3 clusters
  Score: Raw -433075.950706 + Penalty 2709.560467 = -430366.390238
  nChanged 34
		SP:Iteration 12Q (71730.500000 sec): 3 clusters
  Score: Raw -433100.138778 + Penalty 2709.560467 = -430390.578311
  nChanged 40
		SP:Iteration 13Q (71730.700000 sec): 3 clusters
  Score: Raw -433128.023827 + Penalty 2709.560467 = -430418.463360
  nChanged 31
		SP:Iteration 14Q (71730.920000 sec): 3 clusters
  Score: Raw -433149.518444 + Penalty 2709.560467 = -430439.957977
  nChanged 29
		SP:Iteration 15Q (71731.080000 sec): 3 clusters
  Score: Raw -433169.557518 + Penalty 2709.560467 = -430459.997051
  nChanged 20
		SP:Iteration 16Q (71731.320000 sec): 3 clusters
  Score: Raw -433182.906219 + Penalty 2709.560467 = -430473.345751
  nChanged 20
		SP:Iteration 17Q (71731.570000 sec): 3 clusters
  Score: Raw -433192.654998 + Penalty 2709.560467 = -430483.094531
  nChanged 17
		SP:Iteration 18Q (71731.780000 sec): 3 clusters
  Score: Raw -433205.299609 + Penalty 2709.560467 = -430495.739142
  nChanged 15
		SP:Iteration 19Q (71732.030000 sec): 3 clusters
  Score: Raw -433215.413972 + Penalty 2709.560467 = -430505.853505
  nChanged 15
		SP:Iteration 20F (71732.260000 sec): 3 clusters
  Score: Raw -433227.976745 + Penalty 2709.560467 = -430518.416278
  nChanged 11
		SP:Iteration 21Q (71732.420000 sec): 3 clusters
  Score: Raw -433233.909437 + Penalty 2709.560467 = -430524.348969
  nChanged 9
		SP:Iteration 22Q (71732.570000 sec): 3 clusters
  Score: Raw -433238.555905 + Penalty 2709.560467 = -430528.995438
  nChanged 10
		SP:Iteration 23Q (71732.790000 sec): 3 clusters
  Score: Raw -433244.520626 + Penalty 2709.560467 = -430534.960159
  nChanged 17
		SP:Iteration 24Q (71733.000000 sec): 3 clusters
  Score: Raw -433259.201806 + Penalty 2709.560467 = -430549.641339
  nChanged 23
		SP:Iteration 25Q (71733.160000 sec): 3 clusters
  Score: Raw -433277.959349 + Penalty 2709.560467 = -430568.398882
  nChanged 23
		SP:Iteration 26Q (71733.360000 sec): 3 clusters
  Score: Raw -433294.928015 + Penalty 2709.560467 = -430585.367547
  nChanged 16
		SP:Iteration 27Q (71733.500000 sec): 3 clusters
  Score: Raw -433303.572474 + Penalty 2709.560467 = -430594.012007
  nChanged 6
		SP:Iteration 28Q (71733.690000 sec): 3 clusters
  Score: Raw -433306.667559 + Penalty 2709.560467 = -430597.107092
  nChanged 6
		SP:Iteration 29Q (71733.840000 sec): 3 clusters
  Score: Raw -433310.381662 + Penalty 2709.560467 = -430600.821195
  nChanged 5
		SP:Iteration 30Q (71734.010000 sec): 3 clusters
  Score: Raw -433313.573685 + Penalty 2709.560467 = -430604.013218
  nChanged 6
		SP:Iteration 31Q (71734.180000 sec): 3 clusters
  Score: Raw -433316.803678 + Penalty 2709.560467 = -430607.243211
  nChanged 2
		SP:Iteration 32Q (71734.390000 sec): 3 clusters
  Score: Raw -433317.392417 + Penalty 2709.560467 = -430607.831950
  nChanged 0
		SP:Iteration 33F (71734.640000 sec): 3 clusters
  Score: Raw -433317.392417 + Penalty 2709.560467 = -430607.831950
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 69 (19249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71734.830000 sec): 2 clusters
  Score: Raw -2132575.281950 + Penalty 1603.097338 = -2130972.184611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71735.150000 sec): 3 clusters
  Score: Raw -2121034.127254 + Penalty 3206.194677 = -2117827.932577
  nChanged 8682
		SP:Iteration 1F (71735.410000 sec): 3 clusters
  Score: Raw -2125791.224309 + Penalty 3206.194677 = -2122585.029632
  nChanged 840
		SP:Iteration 2Q (71735.780000 sec): 3 clusters
  Score: Raw -2126033.867244 + Penalty 3206.194677 = -2122827.672568
  nChanged 737
		SP:Iteration 3Q (71736.130000 sec): 3 clusters
  Score: Raw -2126265.910972 + Penalty 3206.194677 = -2123059.716295
  nChanged 707
		SP:Iteration 4Q (71736.480000 sec): 3 clusters
  Score: Raw -2126484.317312 + Penalty 3206.194677 = -2123278.122635
  nChanged 636
		SP:Iteration 5Q (71736.800000 sec): 3 clusters
  Score: Raw -2126663.853208 + Penalty 3206.194677 = -2123457.658532
  nChanged 583
		SP:Iteration 6Q (71737.120000 sec): 3 clusters
  Score: Raw -2126836.115589 + Penalty 3206.194677 = -2123629.920912
  nChanged 604
		SP:Iteration 7Q (71737.420000 sec): 3 clusters
  Score: Raw -2127046.592193 + Penalty 3206.194677 = -2123840.397517
  nChanged 696
		SP:Iteration 8Q (71737.750000 sec): 3 clusters
  Score: Raw -2127366.404693 + Penalty 3206.194677 = -2124160.210016
  nChanged 865
		SP:Iteration 9Q (71738.000000 sec): 3 clusters
  Score: Raw -2127846.903452 + Penalty 3206.194677 = -2124640.708775
  nChanged 983
		SP:Iteration 10F (71738.350000 sec): 3 clusters
  Score: Raw -2128479.292965 + Penalty 3206.194677 = -2125273.098289
  nChanged 1100
		SP:Iteration 11F (71738.640000 sec): 3 clusters
  Score: Raw -2129280.605047 + Penalty 3206.194677 = -2126074.410370
  nChanged 1131
		SP:Iteration 12F (71738.910000 sec): 3 clusters
  Score: Raw -2130222.194862 + Penalty 3206.194677 = -2127016.000186
  nChanged 997
		SP:Iteration 13F (71739.260000 sec): 3 clusters
  Score: Raw -2131087.225418 + Penalty 3206.194677 = -2127881.030741
  nChanged 769
		SP:Iteration 14Q (71739.530000 sec): 3 clusters
  Score: Raw -2131787.916807 + Penalty 3206.194677 = -2128581.722130
  nChanged 492
		SP:Iteration 15Q (71739.920000 sec): 3 clusters
  Score: Raw -2132218.130496 + Penalty 3206.194677 = -2129011.935820
  nChanged 239
		SP:Iteration 16Q (71740.190000 sec): 3 clusters
  Score: Raw -2132429.927623 + Penalty 3206.194677 = -2129223.732946
  nChanged 134
		SP:Iteration 17Q (71740.510000 sec): 3 clusters
  Score: Raw -2132560.285818 + Penalty 3206.194677 = -2129354.091141
  nChanged 62
		SP:Iteration 18Q (71740.780000 sec): 3 clusters
  Score: Raw -2132618.767127 + Penalty 3206.194677 = -2129412.572451
  nChanged 31
		SP:Iteration 19Q (71741.140000 sec): 3 clusters
  Score: Raw -2132652.080198 + Penalty 3206.194677 = -2129445.885521
  nChanged 19
		SP:Iteration 20F (71741.410000 sec): 3 clusters
  Score: Raw -2132675.529309 + Penalty 3206.194677 = -2129469.334633
  nChanged 15
		SP:Iteration 21Q (71741.650000 sec): 3 clusters
  Score: Raw -2132698.396081 + Penalty 3206.194677 = -2129492.201404
  nChanged 12
		SP:Iteration 22Q (71741.880000 sec): 3 clusters
  Score: Raw -2132715.042239 + Penalty 3206.194677 = -2129508.847563
  nChanged 7
		SP:Iteration 23Q (71742.160000 sec): 3 clusters
  Score: Raw -2132721.748014 + Penalty 3206.194677 = -2129515.553337
  nChanged 1
		SP:Iteration 24Q (71742.430000 sec): 3 clusters
  Score: Raw -2132723.104536 + Penalty 3206.194677 = -2129516.909859
  nChanged 0
		SP:Iteration 25F (71742.730000 sec): 3 clusters
  Score: Raw -2132723.104536 + Penalty 3206.194677 = -2129516.909859
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 70 (6047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71742.890000 sec): 2 clusters
  Score: Raw -657492.656699 + Penalty 1414.939104 = -656077.717596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71743.120000 sec): 3 clusters
  Score: Raw -654262.027236 + Penalty 2829.878207 = -651432.149029
  nChanged 2503
		SP:Iteration 1F (71743.340000 sec): 3 clusters
  Score: Raw -655628.552678 + Penalty 2829.878207 = -652798.674471
  nChanged 418
		SP:Iteration 2F (71743.540000 sec): 3 clusters
  Score: Raw -655837.737222 + Penalty 2829.878207 = -653007.859015
  nChanged 309
		SP:Iteration 3F (71743.760000 sec): 3 clusters
  Score: Raw -655977.793060 + Penalty 2829.878207 = -653147.914852
  nChanged 235
		SP:Iteration 4Q (71743.970000 sec): 3 clusters
  Score: Raw -656099.252109 + Penalty 2829.878207 = -653269.373902
  nChanged 237
		SP:Iteration 5Q (71744.170000 sec): 3 clusters
  Score: Raw -656234.329253 + Penalty 2829.878207 = -653404.451046
  nChanged 261
		SP:Iteration 6Q (71744.390000 sec): 3 clusters
  Score: Raw -656382.736318 + Penalty 2829.878207 = -653552.858111
  nChanged 263
		SP:Iteration 7Q (71744.580000 sec): 3 clusters
  Score: Raw -656544.382326 + Penalty 2829.878207 = -653714.504119
  nChanged 260
		SP:Iteration 8Q (71744.830000 sec): 3 clusters
  Score: Raw -656725.990512 + Penalty 2829.878207 = -653896.112305
  nChanged 248
		SP:Iteration 9Q (71745.100000 sec): 3 clusters
  Score: Raw -656904.153688 + Penalty 2829.878207 = -654074.275481
  nChanged 223
		SP:Iteration 10Q (71745.340000 sec): 3 clusters
  Score: Raw -657086.784681 + Penalty 2829.878207 = -654256.906474
  nChanged 203
		SP:Iteration 11Q (71745.570000 sec): 3 clusters
  Score: Raw -657257.561705 + Penalty 2829.878207 = -654427.683498
  nChanged 158
		SP:Iteration 12Q (71745.740000 sec): 3 clusters
  Score: Raw -657400.151460 + Penalty 2829.878207 = -654570.273253
  nChanged 130
		SP:Iteration 13Q (71745.890000 sec): 3 clusters
  Score: Raw -657511.363936 + Penalty 2829.878207 = -654681.485729
  nChanged 116
		SP:Iteration 14Q (71746.100000 sec): 3 clusters
  Score: Raw -657605.558796 + Penalty 2829.878207 = -654775.680589
  nChanged 97
		SP:Iteration 15Q (71746.270000 sec): 3 clusters
  Score: Raw -657697.404369 + Penalty 2829.878207 = -654867.526162
  nChanged 68
		SP:Iteration 16Q (71746.450000 sec): 3 clusters
  Score: Raw -657761.822927 + Penalty 2829.878207 = -654931.944720
  nChanged 51
		SP:Iteration 17Q (71746.650000 sec): 3 clusters
  Score: Raw -657804.320668 + Penalty 2829.878207 = -654974.442461
  nChanged 37
		SP:Iteration 18Q (71746.830000 sec): 3 clusters
  Score: Raw -657835.253654 + Penalty 2829.878207 = -655005.375447
  nChanged 26
		SP:Iteration 19Q (71747.030000 sec): 3 clusters
  Score: Raw -657851.673007 + Penalty 2829.878207 = -655021.794800
  nChanged 19
		SP:Iteration 20F (71747.250000 sec): 3 clusters
  Score: Raw -657861.821837 + Penalty 2829.878207 = -655031.943630
  nChanged 12
		SP:Iteration 21Q (71747.470000 sec): 3 clusters
  Score: Raw -657868.508825 + Penalty 2829.878207 = -655038.630618
  nChanged 13
		SP:Iteration 22Q (71747.690000 sec): 3 clusters
  Score: Raw -657876.530701 + Penalty 2829.878207 = -655046.652494
  nChanged 14
		SP:Iteration 23Q (71747.870000 sec): 3 clusters
  Score: Raw -657884.282222 + Penalty 2829.878207 = -655054.404015
  nChanged 9
		SP:Iteration 24Q (71748.060000 sec): 3 clusters
  Score: Raw -657888.598676 + Penalty 2829.878207 = -655058.720469
  nChanged 5
		SP:Iteration 25Q (71748.280000 sec): 3 clusters
  Score: Raw -657890.104598 + Penalty 2829.878207 = -655060.226390
  nChanged 1
		SP:Iteration 26Q (71748.490000 sec): 3 clusters
  Score: Raw -657890.537006 + Penalty 2829.878207 = -655060.658799
  nChanged 1
		SP:Iteration 27Q (71748.740000 sec): 3 clusters
  Score: Raw -657890.699449 + Penalty 2829.878207 = -655060.821242
  nChanged 0
		SP:Iteration 28F (71748.900000 sec): 3 clusters
  Score: Raw -657890.699449 + Penalty 2829.878207 = -655060.821242
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 71 (524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71749.050000 sec): 2 clusters
  Score: Raw -53080.719883 + Penalty 1017.492399 = -52063.227485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71749.220000 sec): 3 clusters
  Score: Raw -53020.545544 + Penalty 2034.984797 = -50985.560747
  nChanged 121
		SP:Iteration 1F (71749.420000 sec): 3 clusters
  Score: Raw -53180.119925 + Penalty 2034.984797 = -51145.135128
  nChanged 23
		SP:Iteration 2Q (71749.530000 sec): 3 clusters
  Score: Raw -53212.604724 + Penalty 2034.984797 = -51177.619927
  nChanged 16
		SP:Iteration 3Q (71749.700000 sec): 3 clusters
  Score: Raw -53244.742235 + Penalty 2034.984797 = -51209.757438
  nChanged 11
		SP:Iteration 4Q (71749.890000 sec): 3 clusters
  Score: Raw -53276.970134 + Penalty 2034.984797 = -51241.985337
  nChanged 17
		SP:Iteration 5Q (71750.120000 sec): 3 clusters
  Score: Raw -53319.852972 + Penalty 2034.984797 = -51284.868174
  nChanged 18
		SP:Iteration 6Q (71750.280000 sec): 3 clusters
  Score: Raw -53357.594976 + Penalty 2034.984797 = -51322.610178
  nChanged 9
		SP:Iteration 7Q (71750.410000 sec): 3 clusters
  Score: Raw -53382.257809 + Penalty 2034.984797 = -51347.273012
  nChanged 6
		SP:Iteration 8Q (71750.610000 sec): 3 clusters
  Score: Raw -53396.016099 + Penalty 2034.984797 = -51361.031301
  nChanged 4
		SP:Iteration 9Q (71750.790000 sec): 3 clusters
  Score: Raw -53401.519747 + Penalty 2034.984797 = -51366.534949
  nChanged 1
		SP:Iteration 10Q (71750.920000 sec): 3 clusters
  Score: Raw -53402.568948 + Penalty 2034.984797 = -51367.584150
  nChanged 0
		SP:Iteration 11F (71751.080000 sec): 3 clusters
  Score: Raw -53402.568948 + Penalty 2034.984797 = -51367.584150
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 72 (485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71751.140000 sec): 2 clusters
  Score: Raw -50628.088614 + Penalty 1004.924195 = -49623.164419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71751.320000 sec): 3 clusters
  Score: Raw -50574.480925 + Penalty 2009.848390 = -48564.632535
  nChanged 107
		SP:Iteration 1F (71751.460000 sec): 3 clusters
  Score: Raw -50722.565967 + Penalty 2009.848390 = -48712.717578
  nChanged 22
		SP:Iteration 2Q (71751.670000 sec): 3 clusters
  Score: Raw -50758.230277 + Penalty 2009.848390 = -48748.381888
  nChanged 10
		SP:Iteration 3Q (71751.800000 sec): 3 clusters
  Score: Raw -50772.713312 + Penalty 2009.848390 = -48762.864922
  nChanged 10
		SP:Iteration 4Q (71751.930000 sec): 3 clusters
  Score: Raw -50786.975143 + Penalty 2009.848390 = -48777.126753
  nChanged 4
		SP:Iteration 5Q (71752.060000 sec): 3 clusters
  Score: Raw -50795.642227 + Penalty 2009.848390 = -48785.793837
  nChanged 6
		SP:Iteration 6Q (71752.210000 sec): 3 clusters
  Score: Raw -50805.360148 + Penalty 2009.848390 = -48795.511759
  nChanged 2
		SP:Iteration 7Q (71752.420000 sec): 3 clusters
  Score: Raw -50807.329373 + Penalty 2009.848390 = -48797.480984
  nChanged 2
		SP:Iteration 8Q (71752.670000 sec): 3 clusters
  Score: Raw -50810.114117 + Penalty 2009.848390 = -48800.265728
  nChanged 0
		SP:Iteration 9F (71752.880000 sec): 3 clusters
  Score: Raw -50810.114117 + Penalty 2009.848390 = -48800.265728
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 73 (7883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71752.990000 sec): 2 clusters
  Score: Raw -835048.607082 + Penalty 1458.025371 = -833590.581711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71753.220000 sec): 3 clusters
  Score: Raw -830735.143315 + Penalty 2916.050742 = -827819.092573
  nChanged 3302
		SP:Iteration 1F (71753.450000 sec): 3 clusters
  Score: Raw -832488.996880 + Penalty 2916.050742 = -829572.946138
  nChanged 502
		SP:Iteration 2F (71753.680000 sec): 3 clusters
  Score: Raw -832735.961081 + Penalty 2916.050742 = -829819.910340
  nChanged 427
		SP:Iteration 3F (71753.910000 sec): 3 clusters
  Score: Raw -832957.069951 + Penalty 2916.050742 = -830041.019209
  nChanged 375
		SP:Iteration 4Q (71754.150000 sec): 3 clusters
  Score: Raw -833171.314105 + Penalty 2916.050742 = -830255.263363
  nChanged 395
		SP:Iteration 5F (71754.380000 sec): 3 clusters
  Score: Raw -833454.281446 + Penalty 2916.050742 = -830538.230704
  nChanged 487
		SP:Iteration 6F (71754.620000 sec): 3 clusters
  Score: Raw -833807.979028 + Penalty 2916.050742 = -830891.928286
  nChanged 491
		SP:Iteration 7F (71754.840000 sec): 3 clusters
  Score: Raw -834174.640626 + Penalty 2916.050742 = -831258.589885
  nChanged 424
		SP:Iteration 8F (71755.090000 sec): 3 clusters
  Score: Raw -834437.389835 + Penalty 2916.050742 = -831521.339093
  nChanged 313
		SP:Iteration 9Q (71755.320000 sec): 3 clusters
  Score: Raw -834593.368455 + Penalty 2916.050742 = -831677.317713
  nChanged 250
		SP:Iteration 10Q (71755.510000 sec): 3 clusters
  Score: Raw -834705.858236 + Penalty 2916.050742 = -831789.807494
  nChanged 169
		SP:Iteration 11Q (71755.750000 sec): 3 clusters
  Score: Raw -834768.025214 + Penalty 2916.050742 = -831851.974473
  nChanged 120
		SP:Iteration 12Q (71755.970000 sec): 3 clusters
  Score: Raw -834808.455745 + Penalty 2916.050742 = -831892.405003
  nChanged 94
		SP:Iteration 13Q (71756.190000 sec): 3 clusters
  Score: Raw -834838.251918 + Penalty 2916.050742 = -831922.201176
  nChanged 93
		SP:Iteration 14Q (71756.450000 sec): 3 clusters
  Score: Raw -834865.321430 + Penalty 2916.050742 = -831949.270688
  nChanged 81
		SP:Iteration 15Q (71756.640000 sec): 3 clusters
  Score: Raw -834884.904938 + Penalty 2916.050742 = -831968.854196
  nChanged 63
		SP:Iteration 16Q (71756.850000 sec): 3 clusters
  Score: Raw -834902.042349 + Penalty 2916.050742 = -831985.991607
  nChanged 52
		SP:Iteration 17Q (71757.050000 sec): 3 clusters
  Score: Raw -834915.098081 + Penalty 2916.050742 = -831999.047339
  nChanged 45
		SP:Iteration 18Q (71757.240000 sec): 3 clusters
  Score: Raw -834922.493314 + Penalty 2916.050742 = -832006.442572
  nChanged 29
		SP:Iteration 19Q (71757.440000 sec): 3 clusters
  Score: Raw -834926.451570 + Penalty 2916.050742 = -832010.400828
  nChanged 27
		SP:Iteration 20F (71757.710000 sec): 3 clusters
  Score: Raw -834930.989663 + Penalty 2916.050742 = -832014.938922
  nChanged 23
		SP:Iteration 21Q (71757.890000 sec): 3 clusters
  Score: Raw -834934.656977 + Penalty 2916.050742 = -832018.606236
  nChanged 15
		SP:Iteration 22Q (71758.050000 sec): 3 clusters
  Score: Raw -834936.778754 + Penalty 2916.050742 = -832020.728012
  nChanged 12
		SP:Iteration 23Q (71758.290000 sec): 3 clusters
  Score: Raw -834938.395521 + Penalty 2916.050742 = -832022.344779
  nChanged 12
		SP:Iteration 24Q (71758.490000 sec): 3 clusters
  Score: Raw -834939.604402 + Penalty 2916.050742 = -832023.553660
  nChanged 11
		SP:Iteration 25Q (71758.780000 sec): 3 clusters
  Score: Raw -834940.844321 + Penalty 2916.050742 = -832024.793579
  nChanged 8
		SP:Iteration 26Q (71758.980000 sec): 3 clusters
  Score: Raw -834941.677886 + Penalty 2916.050742 = -832025.627144
  nChanged 6
		SP:Iteration 27Q (71759.190000 sec): 3 clusters
  Score: Raw -834942.657224 + Penalty 2916.050742 = -832026.606482
  nChanged 5
		SP:Iteration 28Q (71759.420000 sec): 3 clusters
  Score: Raw -834943.274639 + Penalty 2916.050742 = -832027.223897
  nChanged 5
		SP:Iteration 29Q (71759.610000 sec): 3 clusters
  Score: Raw -834943.752765 + Penalty 2916.050742 = -832027.702023
  nChanged 3
		SP:Iteration 30Q (71759.820000 sec): 3 clusters
  Score: Raw -834944.036388 + Penalty 2916.050742 = -832027.985646
  nChanged 2
		SP:Iteration 31Q (71760.000000 sec): 3 clusters
  Score: Raw -834944.365089 + Penalty 2916.050742 = -832028.314347
  nChanged 3
		SP:Iteration 32Q (71760.250000 sec): 3 clusters
  Score: Raw -834944.741793 + Penalty 2916.050742 = -832028.691051
  nChanged 5
		SP:Iteration 33Q (71760.460000 sec): 3 clusters
  Score: Raw -834945.488010 + Penalty 2916.050742 = -832029.437268
  nChanged 7
		SP:Iteration 34Q (71760.660000 sec): 3 clusters
  Score: Raw -834946.359165 + Penalty 2916.050742 = -832030.308423
  nChanged 6
		SP:Iteration 35Q (71760.830000 sec): 3 clusters
  Score: Raw -834946.805694 + Penalty 2916.050742 = -832030.754952
  nChanged 2
		SP:Iteration 36Q (71761.040000 sec): 3 clusters
  Score: Raw -834947.036804 + Penalty 2916.050742 = -832030.986062
  nChanged 1
		SP:Iteration 37Q (71761.310000 sec): 3 clusters
  Score: Raw -834947.157732 + Penalty 2916.050742 = -832031.106990
  nChanged 0
		SP:Iteration 38F (71761.550000 sec): 3 clusters
  Score: Raw -834947.157732 + Penalty 2916.050742 = -832031.106990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.84 GB.

 Trying to split cluster 74 (8483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (71761.670000 sec): 2 clusters
  Score: Raw -881561.481184 + Penalty 1469.945659 = -880091.535525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (71761.910000 sec): 3 clusters
  Score: Raw -876808.958108 + Penalty 2939.891318 = -873869.066790
  nChanged 3587
		SP:Iteration 1F (71762.110000 sec): 3 clusters
  Score: Raw -878771.010900 + Penalty 2939.891318 = -875831.119582
  nChanged 538
		SP:Iteration 2F (71762.310000 sec): 3 clusters
  Score: Raw -879043.147715 + Penalty 2939.891318 = -876103.256398
  nChanged 466
		SP:Iteration 3F (71762.480000 sec): 3 clusters
  Score: Raw -879283.932659 + Penalty 2939.891318 = -876344.041341
  nChanged 434
		SP:Iteration 4F (71762.730000 sec): 3 clusters
  Score: Raw -879540.487987 + Penalty 2939.891318 = -876600.596669
  nChanged 454
		SP:Iteration 5F (71762.940000 sec): 3 clusters
  Score: Raw -879834.528405 + Penalty 2939.891318 = -876894.637087
  nChanged 443
		SP:Iteration 6F (71763.160000 sec): 3 clusters
  Score: Raw -880116.603271 + Penalty 2939.891318 = -877176.711953
  nChanged 441
		SP:Iteration 7F (71763.420000 sec): 3 clusters
  Score: Raw -880440.627296 + Penalty 2939.891318 = -877500.735978
  nChanged 427
		SP:Iteration 8F (71763.660000 sec): 3 clusters
  Score: Raw -880763.083083 + Penalty 2939.891318 = -877823.191765
  nChanged 444
		SP:Iteration 9F (71763.900000 sec): 3 clusters
  Score: Raw -881114.888091 + Penalty 2939.891318 = -878174.996773
  nChanged 424
		SP:Iteration 10Q (71764.140000 sec): 3 clusters
  Score: Raw -881471.819489 + Penalty 2939.891318 = -878531.928171
  nChanged 349
		SP:Iteration 11Q (71764.350000 sec): 3 clusters
  Score: Raw -881782.397752 + Penalty 2939.891318 = -878842.506434
  nChanged 296
		SP:Iteration 12Q (71764.560000 sec): 3 clusters
  Score: Raw -882044.188472 + Penalty 2939.891318 = -879104.297154
  nChanged 243
		SP:Iteration 13Q (71764.790000 sec): 3 clusters
  Score: Raw -882245.599003 + Penalty 2939.891318 = -879305.707685
  nChanged 162
		SP:Iteration 14Q (71764.930000 sec): 3 clusters
  Score: Raw -882354.286065 + Penalty 2939.891318 = -879414.394747
  nChanged 118
		SP:Iteration 15Q (71765.090000 sec): 3 clusters
  Score: Raw -882428.084872 + Penalty 2939.891318 = -879488.193554
  nChanged 91
		SP:Iteration 16Q (71765.260000 sec): 3 clusters
  Score: Raw -882484.797185 + Penalty 2939.891318 = -879544.905867
  nChanged 76
		SP:Iteration 17Q (71765.430000 sec): 3 clusters
  Score: Raw -882540.271358 + Penalty 2939.891318 = -879600.380040
  nChanged 70
		SP:Iteration 18Q (71765.590000 sec): 3 clusters
  Score: Raw -882578.527892 + Penalty 2939.891318 = -879638.636574
  nChanged 44
		SP:Iteration 19Q (71765.760000 sec): 3 clusters
  Score: Raw -882598.085537 + Penalty 2939.891318 = -879658.194219
  nChanged 24
		SP:Iteration 20F (71765.930000 sec): 3 clusters
  Score: Raw -882608.087624 + Penalty 2939.891318 = -879668.196306
  nChanged 20
		SP:Iteration 21Q (71766.090000 sec): 3 clusters
  Score: Raw -882616.760223 + Penalty 2939.891318 = -879676.868905
  nChanged 15
		SP:Iteration 22Q (71766.260000 sec): 3 clusters
  Score: Raw -882622.568450 + Penalty 2939.891318 = -879682.677132
  nChanged 12
		SP:Iteration 23Q (71766.420000 sec): 3 clusters
  Score: Raw -882626.815517 + Penalty 2939.891318 = -879686.924199
  nChanged 7
		SP:Iteration 24Q (71766.590000 sec): 3 clusters
  Score: Raw -882628.388615 + Penalty 2939.891318 = -879688.497297
  nChanged 5
		SP:Iteration 25Q (71766.750000 sec): 3 clusters
  Score: Raw -882630.260549 + Penalty 2939.891318 = -879690.369231
  nChanged 6
		SP:Iteration 26Q (71766.920000 sec): 3 clusters
  Score: Raw -882632.119848 + Penalty 2939.891318 = -879692.228530
  nChanged 4
		SP:Iteration 27Q (71767.080000 sec): 3 clusters
  Score: Raw -882633.206624 + Penalty 2939.891318 = -879693.315306
  nChanged 2
		SP:Iteration 28Q (71767.270000 sec): 3 clusters
  Score: Raw -882634.364164 + Penalty 2939.891318 = -879694.472846
  nChanged 2
		SP:Iteration 29Q (71767.480000 sec): 3 clusters
  Score: Raw -882635.279004 + Penalty 2939.891318 = -879695.387686
  nChanged 1
		SP:Iteration 30Q (71767.640000 sec): 3 clusters
  Score: Raw -882635.563968 + Penalty 2939.891318 = -879695.672650
  nChanged 2
		SP:Iteration 31Q (71767.810000 sec): 3 clusters
  Score: Raw -882636.298170 + Penalty 2939.891318 = -879696.406852
  nChanged 0
		SP:Iteration 32F (71768.040000 sec): 3 clusters
  Score: Raw -882636.298170 + Penalty 2939.891318 = -879696.406852
  nChanged 0
------ Evaluating fit on full set of 4094919 points ------
  Score: Raw -414327683.338596 + Penalty 183083.721376 = -414144599.617220
Time taken for this iteration:72428.620000 seconds.
 20->75 Clusters: Score -414144599.617220, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 2.45 GB would take us to total of 9.81 GB.
------ Running on subset of 1364973 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 9 (2150 points): Lose 83.451070 but Gain 2295.579846
Iteration 0F (72541.090000 sec): 20 clusters
  Score: Raw -127954042.196177 + Penalty 43616.017074 = -127910426.179103
  nChanged 1292956
Iteration 1F (72595.600000 sec): 20 clusters
  Score: Raw -134557103.298831 + Penalty 43616.017074 = -134513487.281756
  nChanged 471367
Iteration 2F (72654.100000 sec): 20 clusters
  Score: Raw -135562160.692046 + Penalty 43616.017074 = -135518544.674972
  nChanged 308511
Iteration 3F (72711.430000 sec): 20 clusters
  Score: Raw -136356782.545838 + Penalty 43616.017074 = -136313166.528763
  nChanged 235717
Iteration 4F (72774.070000 sec): 20 clusters
  Score: Raw -136848431.221238 + Penalty 43616.017074 = -136804815.204164
  nChanged 168958
Iteration 5F (72829.530000 sec): 20 clusters
  Score: Raw -137057754.754910 + Penalty 43616.017074 = -137014138.737836
  nChanged 125261
Iteration 6F (72889.470000 sec): 20 clusters
  Score: Raw -137191432.003133 + Penalty 43616.017074 = -137147815.986059
  nChanged 104244
Iteration 7F (72941.740000 sec): 20 clusters
  Score: Raw -137307621.049119 + Penalty 43616.017074 = -137264005.032045
  nChanged 91589
Iteration 8F (72994.290000 sec): 20 clusters
  Score: Raw -137397403.488047 + Penalty 43616.017074 = -137353787.470973
  nChanged 77029
Iteration 9F (73052.870000 sec): 20 clusters
  Score: Raw -137458398.405367 + Penalty 43616.017074 = -137414782.388293
  nChanged 61923
Iteration 10Q (73091.550000 sec): 20 clusters
  Score: Raw -137500019.502384 + Penalty 43616.017074 = -137456403.485310
  nChanged 49163
Iteration 11Q (73129.940000 sec): 20 clusters
  Score: Raw -137530151.789469 + Penalty 43616.017074 = -137486535.772395
  nChanged 40810
Iteration 12Q (73176.040000 sec): 20 clusters
  Score: Raw -137554525.983055 + Penalty 43616.017074 = -137510909.965980
  nChanged 34515
Iteration 13Q (73216.220000 sec): 20 clusters
  Score: Raw -137574454.922603 + Penalty 43616.017074 = -137530838.905529
  nChanged 29979
Iteration 14Q (73256.630000 sec): 20 clusters
  Score: Raw -137589737.687683 + Penalty 43616.017074 = -137546121.670609
  nChanged 25188
Iteration 15Q (73294.720000 sec): 20 clusters
  Score: Raw -137600093.063934 + Penalty 43616.017074 = -137556477.046860
  nChanged 21038
Iteration 16Q (73333.410000 sec): 20 clusters
  Score: Raw -137607787.120078 + Penalty 43616.017074 = -137564171.103003
  nChanged 17936
Iteration 17Q (73379.120000 sec): 20 clusters
  Score: Raw -137614108.328174 + Penalty 43616.017074 = -137570492.311100
  nChanged 15838
Iteration 18Q (73415.750000 sec): 20 clusters
  Score: Raw -137619945.277696 + Penalty 43616.017074 = -137576329.260622
  nChanged 14553
Iteration 19Q (73455.500000 sec): 20 clusters
  Score: Raw -137625743.158790 + Penalty 43616.017074 = -137582127.141715
  nChanged 13319
Writing temp clu file 
Because OldScore, -137576329.260622, is greater than current (better) Score,-137582127.141715 
 Compute initial score before splitting:   Score: Raw -137625743.158790 + Penalty 43616.017074 = -137582127.141715
Memory request: 0.08 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (45028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73456.340000 sec): 2 clusters
  Score: Raw -4341160.715046 + Penalty 1741.193967 = -4339419.521079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73456.840000 sec): 3 clusters
  Score: Raw -4313017.833019 + Penalty 3482.387934 = -4309535.445084
  nChanged 21054
		SP:Iteration 1F (73457.280000 sec): 3 clusters
  Score: Raw -4326769.312571 + Penalty 3482.387934 = -4323286.924637
  nChanged 3430
		SP:Iteration 2F (73457.740000 sec): 3 clusters
  Score: Raw -4329541.258831 + Penalty 3482.387934 = -4326058.870897
  nChanged 3799
		SP:Iteration 3F (73458.200000 sec): 3 clusters
  Score: Raw -4332664.971946 + Penalty 3482.387934 = -4329182.584011
  nChanged 3815
		SP:Iteration 4F (73458.690000 sec): 3 clusters
  Score: Raw -4335806.399113 + Penalty 3482.387934 = -4332324.011179
  nChanged 3491
		SP:Iteration 5F (73459.160000 sec): 3 clusters
  Score: Raw -4338595.906338 + Penalty 3482.387934 = -4335113.518404
  nChanged 2948
		SP:Iteration 6F (73459.540000 sec): 3 clusters
  Score: Raw -4340772.495484 + Penalty 3482.387934 = -4337290.107550
  nChanged 2289
		SP:Iteration 7F (73459.970000 sec): 3 clusters
  Score: Raw -4342099.691781 + Penalty 3482.387934 = -4338617.303846
  nChanged 1673
		SP:Iteration 8Q (73460.420000 sec): 3 clusters
  Score: Raw -4342832.369910 + Penalty 3482.387934 = -4339349.981976
  nChanged 1264
		SP:Iteration 9Q (73460.920000 sec): 3 clusters
  Score: Raw -4343333.762710 + Penalty 3482.387934 = -4339851.374776
  nChanged 961
		SP:Iteration 10Q (73461.390000 sec): 3 clusters
  Score: Raw -4343678.481837 + Penalty 3482.387934 = -4340196.093902
  nChanged 787
		SP:Iteration 11Q (73461.890000 sec): 3 clusters
  Score: Raw -4343901.651804 + Penalty 3482.387934 = -4340419.263870
  nChanged 592
		SP:Iteration 12Q (73462.320000 sec): 3 clusters
  Score: Raw -4344047.849551 + Penalty 3482.387934 = -4340565.461616
  nChanged 476
		SP:Iteration 13Q (73462.780000 sec): 3 clusters
  Score: Raw -4344143.019995 + Penalty 3482.387934 = -4340660.632061
  nChanged 353
		SP:Iteration 14Q (73463.270000 sec): 3 clusters
  Score: Raw -4344211.524661 + Penalty 3482.387934 = -4340729.136727
  nChanged 298
		SP:Iteration 15Q (73463.740000 sec): 3 clusters
  Score: Raw -4344268.564906 + Penalty 3482.387934 = -4340786.176972
  nChanged 284
		SP:Iteration 16Q (73464.180000 sec): 3 clusters
  Score: Raw -4344316.798311 + Penalty 3482.387934 = -4340834.410377
  nChanged 257
		SP:Iteration 17Q (73464.620000 sec): 3 clusters
  Score: Raw -4344362.040192 + Penalty 3482.387934 = -4340879.652258
  nChanged 260
		SP:Iteration 18Q (73465.060000 sec): 3 clusters
  Score: Raw -4344404.769062 + Penalty 3482.387934 = -4340922.381128
  nChanged 252
		SP:Iteration 19Q (73465.490000 sec): 3 clusters
  Score: Raw -4344446.532575 + Penalty 3482.387934 = -4340964.144641
  nChanged 266
		SP:Iteration 20F (73465.930000 sec): 3 clusters
  Score: Raw -4344495.414108 + Penalty 3482.387934 = -4341013.026174
  nChanged 274
		SP:Iteration 21Q (73466.420000 sec): 3 clusters
  Score: Raw -4344544.788975 + Penalty 3482.387934 = -4341062.401041
  nChanged 305
		SP:Iteration 22Q (73466.910000 sec): 3 clusters
  Score: Raw -4344608.964205 + Penalty 3482.387934 = -4341126.576271
  nChanged 348
		SP:Iteration 23Q (73467.380000 sec): 3 clusters
  Score: Raw -4344694.749350 + Penalty 3482.387934 = -4341212.361416
  nChanged 339
		SP:Iteration 24Q (73467.870000 sec): 3 clusters
  Score: Raw -4344775.078349 + Penalty 3482.387934 = -4341292.690414
  nChanged 330
		SP:Iteration 25Q (73468.340000 sec): 3 clusters
  Score: Raw -4344867.588020 + Penalty 3482.387934 = -4341385.200086
  nChanged 347
		SP:Iteration 26Q (73468.800000 sec): 3 clusters
  Score: Raw -4344955.622365 + Penalty 3482.387934 = -4341473.234431
  nChanged 364
		SP:Iteration 27Q (73469.230000 sec): 3 clusters
  Score: Raw -4345047.623354 + Penalty 3482.387934 = -4341565.235420
  nChanged 362
		SP:Iteration 28Q (73469.690000 sec): 3 clusters
  Score: Raw -4345142.871285 + Penalty 3482.387934 = -4341660.483351
  nChanged 351
		SP:Iteration 29Q (73470.160000 sec): 3 clusters
  Score: Raw -4345242.463683 + Penalty 3482.387934 = -4341760.075749
  nChanged 382
		SP:Iteration 30Q (73470.620000 sec): 3 clusters
  Score: Raw -4345353.167035 + Penalty 3482.387934 = -4341870.779101
  nChanged 407
		SP:Iteration 31Q (73471.050000 sec): 3 clusters
  Score: Raw -4345468.809743 + Penalty 3482.387934 = -4341986.421808
  nChanged 376
		SP:Iteration 32Q (73471.480000 sec): 3 clusters
  Score: Raw -4345572.971889 + Penalty 3482.387934 = -4342090.583954
  nChanged 375
		SP:Iteration 33Q (73471.950000 sec): 3 clusters
  Score: Raw -4345670.276761 + Penalty 3482.387934 = -4342187.888826
  nChanged 329
		SP:Iteration 34Q (73472.420000 sec): 3 clusters
  Score: Raw -4345746.118759 + Penalty 3482.387934 = -4342263.730825
  nChanged 309
		SP:Iteration 35Q (73472.850000 sec): 3 clusters
  Score: Raw -4345809.111843 + Penalty 3482.387934 = -4342326.723909
  nChanged 281
		SP:Iteration 36Q (73473.280000 sec): 3 clusters
  Score: Raw -4345857.856375 + Penalty 3482.387934 = -4342375.468441
  nChanged 243
		SP:Iteration 37Q (73473.710000 sec): 3 clusters
  Score: Raw -4345893.478356 + Penalty 3482.387934 = -4342411.090422
  nChanged 217
		SP:Iteration 38Q (73474.190000 sec): 3 clusters
  Score: Raw -4345925.223044 + Penalty 3482.387934 = -4342442.835110
  nChanged 212
		SP:Iteration 39Q (73474.620000 sec): 3 clusters
  Score: Raw -4345955.625947 + Penalty 3482.387934 = -4342473.238012
  nChanged 208
		SP:Iteration 40F (73475.090000 sec): 3 clusters
  Score: Raw -4345988.873287 + Penalty 3482.387934 = -4342506.485353
  nChanged 213
		SP:Iteration 41Q (73475.500000 sec): 3 clusters
  Score: Raw -4346019.020667 + Penalty 3482.387934 = -4342536.632733
  nChanged 196
		SP:Iteration 42Q (73475.940000 sec): 3 clusters
  Score: Raw -4346046.226154 + Penalty 3482.387934 = -4342563.838220
  nChanged 171
		SP:Iteration 43Q (73476.340000 sec): 3 clusters
  Score: Raw -4346067.700209 + Penalty 3482.387934 = -4342585.312275
  nChanged 162
		SP:Iteration 44Q (73476.770000 sec): 3 clusters
  Score: Raw -4346089.285667 + Penalty 3482.387934 = -4342606.897733
  nChanged 170
		SP:Iteration 45Q (73477.180000 sec): 3 clusters
  Score: Raw -4346109.313536 + Penalty 3482.387934 = -4342626.925602
  nChanged 145
		SP:Iteration 46Q (73477.620000 sec): 3 clusters
  Score: Raw -4346123.749733 + Penalty 3482.387934 = -4342641.361799
  nChanged 132
		SP:Iteration 47Q (73478.040000 sec): 3 clusters
  Score: Raw -4346136.555904 + Penalty 3482.387934 = -4342654.167970
  nChanged 128
		SP:Iteration 48Q (73478.500000 sec): 3 clusters
  Score: Raw -4346150.784298 + Penalty 3482.387934 = -4342668.396363
  nChanged 122
		SP:Iteration 49Q (73478.980000 sec): 3 clusters
  Score: Raw -4346163.965217 + Penalty 3482.387934 = -4342681.577283
  nChanged 118
		SP:Iteration 50Q (73479.400000 sec): 3 clusters
  Score: Raw -4346178.107696 + Penalty 3482.387934 = -4342695.719762
  nChanged 132
		SP:Iteration 51Q (73479.850000 sec): 3 clusters
  Score: Raw -4346197.766890 + Penalty 3482.387934 = -4342715.378956
  nChanged 119
		SP:Iteration 52Q (73480.350000 sec): 3 clusters
  Score: Raw -4346215.869771 + Penalty 3482.387934 = -4342733.481837
  nChanged 114
		SP:Iteration 53Q (73480.840000 sec): 3 clusters
  Score: Raw -4346235.212658 + Penalty 3482.387934 = -4342752.824724
  nChanged 129
		SP:Iteration 54Q (73481.260000 sec): 3 clusters
  Score: Raw -4346259.949565 + Penalty 3482.387934 = -4342777.561631
  nChanged 141
		SP:Iteration 55Q (73481.700000 sec): 3 clusters
  Score: Raw -4346289.479782 + Penalty 3482.387934 = -4342807.091848
  nChanged 124
		SP:Iteration 56Q (73482.100000 sec): 3 clusters
  Score: Raw -4346309.679977 + Penalty 3482.387934 = -4342827.292043
  nChanged 126
		SP:Iteration 57Q (73482.520000 sec): 3 clusters
  Score: Raw -4346326.740645 + Penalty 3482.387934 = -4342844.352711
  nChanged 116
		SP:Iteration 58Q (73483.000000 sec): 3 clusters
  Score: Raw -4346341.297414 + Penalty 3482.387934 = -4342858.909480
  nChanged 113
		SP:Iteration 59Q (73483.400000 sec): 3 clusters
  Score: Raw -4346354.799523 + Penalty 3482.387934 = -4342872.411589
  nChanged 97
		SP:Iteration 60F (73483.890000 sec): 3 clusters
  Score: Raw -4346365.757268 + Penalty 3482.387934 = -4342883.369334
  nChanged 98
		SP:Iteration 61Q (73484.360000 sec): 3 clusters
  Score: Raw -4346376.535981 + Penalty 3482.387934 = -4342894.148047
  nChanged 84
		SP:Iteration 62Q (73484.780000 sec): 3 clusters
  Score: Raw -4346385.175848 + Penalty 3482.387934 = -4342902.787914
  nChanged 84
		SP:Iteration 63Q (73485.190000 sec): 3 clusters
  Score: Raw -4346393.074114 + Penalty 3482.387934 = -4342910.686180
  nChanged 65
		SP:Iteration 64Q (73485.610000 sec): 3 clusters
  Score: Raw -4346398.243280 + Penalty 3482.387934 = -4342915.855346
  nChanged 52
		SP:Iteration 65Q (73486.040000 sec): 3 clusters
  Score: Raw -4346401.844002 + Penalty 3482.387934 = -4342919.456067
  nChanged 56
		SP:Iteration 66Q (73486.400000 sec): 3 clusters
  Score: Raw -4346406.242853 + Penalty 3482.387934 = -4342923.854919
  nChanged 55
		SP:Iteration 67Q (73486.860000 sec): 3 clusters
  Score: Raw -4346410.153335 + Penalty 3482.387934 = -4342927.765401
  nChanged 39
		SP:Iteration 68Q (73487.290000 sec): 3 clusters
  Score: Raw -4346412.653240 + Penalty 3482.387934 = -4342930.265305
  nChanged 33
		SP:Iteration 69Q (73487.740000 sec): 3 clusters
  Score: Raw -4346415.114718 + Penalty 3482.387934 = -4342932.726784
  nChanged 34
		SP:Iteration 70Q (73488.120000 sec): 3 clusters
  Score: Raw -4346417.705156 + Penalty 3482.387934 = -4342935.317222
  nChanged 34
		SP:Iteration 71Q (73488.520000 sec): 3 clusters
  Score: Raw -4346420.061245 + Penalty 3482.387934 = -4342937.673311
  nChanged 41
		SP:Iteration 72Q (73488.960000 sec): 3 clusters
  Score: Raw -4346422.741372 + Penalty 3482.387934 = -4342940.353438
  nChanged 32
		SP:Iteration 73Q (73489.380000 sec): 3 clusters
  Score: Raw -4346424.916504 + Penalty 3482.387934 = -4342942.528570
  nChanged 37
		SP:Iteration 74Q (73489.860000 sec): 3 clusters
  Score: Raw -4346426.981890 + Penalty 3482.387934 = -4342944.593956
  nChanged 25
		SP:Iteration 75Q (73490.320000 sec): 3 clusters
  Score: Raw -4346428.132809 + Penalty 3482.387934 = -4342945.744875
  nChanged 26
		SP:Iteration 76Q (73490.760000 sec): 3 clusters
  Score: Raw -4346429.961941 + Penalty 3482.387934 = -4342947.574007
  nChanged 23
		SP:Iteration 77Q (73491.140000 sec): 3 clusters
  Score: Raw -4346431.616303 + Penalty 3482.387934 = -4342949.228368
  nChanged 29
		SP:Iteration 78Q (73491.540000 sec): 3 clusters
  Score: Raw -4346433.527068 + Penalty 3482.387934 = -4342951.139134
  nChanged 24
		SP:Iteration 79Q (73491.990000 sec): 3 clusters
  Score: Raw -4346435.499560 + Penalty 3482.387934 = -4342953.111626
  nChanged 20
		SP:Iteration 80F (73492.430000 sec): 3 clusters
  Score: Raw -4346436.396767 + Penalty 3482.387934 = -4342954.008833
  nChanged 17
		SP:Iteration 81Q (73492.800000 sec): 3 clusters
  Score: Raw -4346437.313871 + Penalty 3482.387934 = -4342954.925937
  nChanged 17
		SP:Iteration 82Q (73493.250000 sec): 3 clusters
  Score: Raw -4346438.140645 + Penalty 3482.387934 = -4342955.752711
  nChanged 14
		SP:Iteration 83Q (73493.670000 sec): 3 clusters
  Score: Raw -4346438.734992 + Penalty 3482.387934 = -4342956.347058
  nChanged 13
		SP:Iteration 84Q (73494.130000 sec): 3 clusters
  Score: Raw -4346439.125900 + Penalty 3482.387934 = -4342956.737965
  nChanged 12
		SP:Iteration 85Q (73494.570000 sec): 3 clusters
  Score: Raw -4346439.656403 + Penalty 3482.387934 = -4342957.268469
  nChanged 13
		SP:Iteration 86Q (73494.980000 sec): 3 clusters
  Score: Raw -4346440.238295 + Penalty 3482.387934 = -4342957.850361
  nChanged 12
		SP:Iteration 87Q (73495.400000 sec): 3 clusters
  Score: Raw -4346441.197290 + Penalty 3482.387934 = -4342958.809356
  nChanged 16
		SP:Iteration 88Q (73495.760000 sec): 3 clusters
  Score: Raw -4346441.869173 + Penalty 3482.387934 = -4342959.481239
  nChanged 7
		SP:Iteration 89Q (73496.170000 sec): 3 clusters
  Score: Raw -4346442.279169 + Penalty 3482.387934 = -4342959.891235
  nChanged 9
		SP:Iteration 90Q (73496.650000 sec): 3 clusters
  Score: Raw -4346442.714680 + Penalty 3482.387934 = -4342960.326746
  nChanged 9
		SP:Iteration 91Q (73497.060000 sec): 3 clusters
  Score: Raw -4346442.967459 + Penalty 3482.387934 = -4342960.579525
  nChanged 5
		SP:Iteration 92Q (73497.490000 sec): 3 clusters
  Score: Raw -4346443.217556 + Penalty 3482.387934 = -4342960.829621
  nChanged 5
		SP:Iteration 93Q (73497.920000 sec): 3 clusters
  Score: Raw -4346443.392354 + Penalty 3482.387934 = -4342961.004420
  nChanged 5
		SP:Iteration 94Q (73498.310000 sec): 3 clusters
  Score: Raw -4346443.633254 + Penalty 3482.387934 = -4342961.245320
  nChanged 9
		SP:Iteration 95Q (73498.670000 sec): 3 clusters
  Score: Raw -4346443.933957 + Penalty 3482.387934 = -4342961.546023
  nChanged 14
		SP:Iteration 96Q (73499.030000 sec): 3 clusters
  Score: Raw -4346444.548395 + Penalty 3482.387934 = -4342962.160460
  nChanged 14
		SP:Iteration 97Q (73499.440000 sec): 3 clusters
  Score: Raw -4346445.033420 + Penalty 3482.387934 = -4342962.645486
  nChanged 9
		SP:Iteration 98Q (73499.850000 sec): 3 clusters
  Score: Raw -4346445.624736 + Penalty 3482.387934 = -4342963.236802
  nChanged 10
		SP:Iteration 99Q (73500.300000 sec): 3 clusters
  Score: Raw -4346446.095029 + Penalty 3482.387934 = -4342963.707095
  nChanged 8
		SP:Iteration 100F (73500.730000 sec): 3 clusters
  Score: Raw -4346446.362933 + Penalty 3482.387934 = -4342963.974999
  nChanged 6
		SP:Iteration 101Q (73501.210000 sec): 3 clusters
  Score: Raw -4346446.569630 + Penalty 3482.387934 = -4342964.181695
  nChanged 8
		SP:Iteration 102Q (73501.620000 sec): 3 clusters
  Score: Raw -4346446.966645 + Penalty 3482.387934 = -4342964.578710
  nChanged 10
		SP:Iteration 103Q (73502.040000 sec): 3 clusters
  Score: Raw -4346447.456047 + Penalty 3482.387934 = -4342965.068112
  nChanged 9
		SP:Iteration 104Q (73502.440000 sec): 3 clusters
  Score: Raw -4346447.801481 + Penalty 3482.387934 = -4342965.413547
  nChanged 11
		SP:Iteration 105Q (73502.850000 sec): 3 clusters
  Score: Raw -4346448.239441 + Penalty 3482.387934 = -4342965.851506
  nChanged 8
		SP:Iteration 106Q (73503.300000 sec): 3 clusters
  Score: Raw -4346448.599966 + Penalty 3482.387934 = -4342966.212032
  nChanged 6
		SP:Iteration 107Q (73503.710000 sec): 3 clusters
  Score: Raw -4346448.876552 + Penalty 3482.387934 = -4342966.488618
  nChanged 9
		SP:Iteration 108Q (73504.100000 sec): 3 clusters
  Score: Raw -4346449.241695 + Penalty 3482.387934 = -4342966.853761
  nChanged 9
		SP:Iteration 109Q (73504.510000 sec): 3 clusters
  Score: Raw -4346449.557448 + Penalty 3482.387934 = -4342967.169514
  nChanged 6
		SP:Iteration 110Q (73504.920000 sec): 3 clusters
  Score: Raw -4346449.802719 + Penalty 3482.387934 = -4342967.414785
  nChanged 7
		SP:Iteration 111Q (73505.340000 sec): 3 clusters
  Score: Raw -4346450.126238 + Penalty 3482.387934 = -4342967.738304
  nChanged 4
		SP:Iteration 112Q (73505.780000 sec): 3 clusters
  Score: Raw -4346450.331686 + Penalty 3482.387934 = -4342967.943752
  nChanged 8
		SP:Iteration 113Q (73506.180000 sec): 3 clusters
  Score: Raw -4346450.700536 + Penalty 3482.387934 = -4342968.312602
  nChanged 9
		SP:Iteration 114Q (73506.590000 sec): 3 clusters
  Score: Raw -4346451.350318 + Penalty 3482.387934 = -4342968.962384
  nChanged 10
		SP:Iteration 115Q (73507.040000 sec): 3 clusters
  Score: Raw -4346451.915755 + Penalty 3482.387934 = -4342969.527821
  nChanged 8
		SP:Iteration 116Q (73507.420000 sec): 3 clusters
  Score: Raw -4346452.266505 + Penalty 3482.387934 = -4342969.878570
  nChanged 4
		SP:Iteration 117Q (73507.800000 sec): 3 clusters
  Score: Raw -4346452.387134 + Penalty 3482.387934 = -4342969.999200
  nChanged 4
		SP:Iteration 118Q (73508.240000 sec): 3 clusters
  Score: Raw -4346452.554343 + Penalty 3482.387934 = -4342970.166409
  nChanged 6
		SP:Iteration 119Q (73508.620000 sec): 3 clusters
  Score: Raw -4346452.820679 + Penalty 3482.387934 = -4342970.432745
  nChanged 4
		SP:Iteration 120F (73509.020000 sec): 3 clusters
  Score: Raw -4346453.005182 + Penalty 3482.387934 = -4342970.617248
  nChanged 4
		SP:Iteration 121Q (73509.440000 sec): 3 clusters
  Score: Raw -4346453.154350 + Penalty 3482.387934 = -4342970.766416
  nChanged 4
		SP:Iteration 122Q (73509.830000 sec): 3 clusters
  Score: Raw -4346453.250995 + Penalty 3482.387934 = -4342970.863061
  nChanged 1
		SP:Iteration 123Q (73510.230000 sec): 3 clusters
  Score: Raw -4346453.281116 + Penalty 3482.387934 = -4342970.893181
  nChanged 2
		SP:Iteration 124Q (73510.680000 sec): 3 clusters
  Score: Raw -4346453.323567 + Penalty 3482.387934 = -4342970.935632
  nChanged 1
		SP:Iteration 125Q (73511.120000 sec): 3 clusters
  Score: Raw -4346453.339580 + Penalty 3482.387934 = -4342970.951645
  nChanged 0
		SP:Iteration 126F (73511.570000 sec): 3 clusters
  Score: Raw -4346453.339580 + Penalty 3482.387934 = -4342970.951645
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 9.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (51542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73512.140000 sec): 2 clusters
  Score: Raw -5097491.313885 + Penalty 1763.149747 = -5095728.164138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73512.630000 sec): 3 clusters
  Score: Raw -5064729.559650 + Penalty 3526.299494 = -5061203.260157
  nChanged 24230
		SP:Iteration 1F (73513.090000 sec): 3 clusters
  Score: Raw -5080037.158721 + Penalty 3526.299494 = -5076510.859228
  nChanged 3354
		SP:Iteration 2F (73513.550000 sec): 3 clusters
  Score: Raw -5082365.540319 + Penalty 3526.299494 = -5078839.240825
  nChanged 3593
		SP:Iteration 3F (73514.000000 sec): 3 clusters
  Score: Raw -5085027.803469 + Penalty 3526.299494 = -5081501.503975
  nChanged 3765
		SP:Iteration 4F (73514.470000 sec): 3 clusters
  Score: Raw -5087631.777451 + Penalty 3526.299494 = -5084105.477958
  nChanged 3531
		SP:Iteration 5F (73514.900000 sec): 3 clusters
  Score: Raw -5089889.240629 + Penalty 3526.299494 = -5086362.941135
  nChanged 3071
		SP:Iteration 6F (73515.360000 sec): 3 clusters
  Score: Raw -5091743.827609 + Penalty 3526.299494 = -5088217.528115
  nChanged 2530
		SP:Iteration 7Q (73515.850000 sec): 3 clusters
  Score: Raw -5093176.718153 + Penalty 3526.299494 = -5089650.418659
  nChanged 2000
		SP:Iteration 8Q (73516.340000 sec): 3 clusters
  Score: Raw -5094155.946195 + Penalty 3526.299494 = -5090629.646702
  nChanged 1580
		SP:Iteration 9Q (73516.810000 sec): 3 clusters
  Score: Raw -5094827.626480 + Penalty 3526.299494 = -5091301.326986
  nChanged 1373
		SP:Iteration 10Q (73517.350000 sec): 3 clusters
  Score: Raw -5095377.932541 + Penalty 3526.299494 = -5091851.633048
  nChanged 1201
		SP:Iteration 11Q (73517.830000 sec): 3 clusters
  Score: Raw -5095836.317294 + Penalty 3526.299494 = -5092310.017800
  nChanged 1150
		SP:Iteration 12Q (73518.360000 sec): 3 clusters
  Score: Raw -5096235.642714 + Penalty 3526.299494 = -5092709.343221
  nChanged 1108
		SP:Iteration 13Q (73518.920000 sec): 3 clusters
  Score: Raw -5096588.599406 + Penalty 3526.299494 = -5093062.299912
  nChanged 1136
		SP:Iteration 14Q (73519.400000 sec): 3 clusters
  Score: Raw -5096955.702742 + Penalty 3526.299494 = -5093429.403248
  nChanged 1243
		SP:Iteration 15Q (73519.890000 sec): 3 clusters
  Score: Raw -5097403.965836 + Penalty 3526.299494 = -5093877.666342
  nChanged 1316
		SP:Iteration 16Q (73520.410000 sec): 3 clusters
  Score: Raw -5097966.256240 + Penalty 3526.299494 = -5094439.956746
  nChanged 1447
		SP:Iteration 17Q (73520.810000 sec): 3 clusters
  Score: Raw -5098754.421300 + Penalty 3526.299494 = -5095228.121806
  nChanged 1474
		SP:Iteration 18Q (73521.250000 sec): 3 clusters
  Score: Raw -5099813.555174 + Penalty 3526.299494 = -5096287.255681
  nChanged 1372
		SP:Iteration 19Q (73521.700000 sec): 3 clusters
  Score: Raw -5100885.330754 + Penalty 3526.299494 = -5097359.031261
  nChanged 1046
		SP:Iteration 20F (73522.140000 sec): 3 clusters
  Score: Raw -5101636.416965 + Penalty 3526.299494 = -5098110.117471
  nChanged 743
		SP:Iteration 21Q (73522.620000 sec): 3 clusters
  Score: Raw -5102111.985196 + Penalty 3526.299494 = -5098585.685702
  nChanged 524
		SP:Iteration 22Q (73523.100000 sec): 3 clusters
  Score: Raw -5102406.937434 + Penalty 3526.299494 = -5098880.637940
  nChanged 384
		SP:Iteration 23Q (73523.580000 sec): 3 clusters
  Score: Raw -5102612.699262 + Penalty 3526.299494 = -5099086.399768
  nChanged 295
		SP:Iteration 24Q (73523.990000 sec): 3 clusters
  Score: Raw -5102746.699450 + Penalty 3526.299494 = -5099220.399956
  nChanged 215
		SP:Iteration 25Q (73524.460000 sec): 3 clusters
  Score: Raw -5102824.437609 + Penalty 3526.299494 = -5099298.138115
  nChanged 163
		SP:Iteration 26Q (73524.900000 sec): 3 clusters
  Score: Raw -5102872.001198 + Penalty 3526.299494 = -5099345.701704
  nChanged 123
		SP:Iteration 27Q (73525.300000 sec): 3 clusters
  Score: Raw -5102898.157715 + Penalty 3526.299494 = -5099371.858222
  nChanged 83
		SP:Iteration 28Q (73525.750000 sec): 3 clusters
  Score: Raw -5102913.223830 + Penalty 3526.299494 = -5099386.924336
  nChanged 53
		SP:Iteration 29Q (73526.170000 sec): 3 clusters
  Score: Raw -5102921.876372 + Penalty 3526.299494 = -5099395.576878
  nChanged 47
		SP:Iteration 30Q (73526.610000 sec): 3 clusters
  Score: Raw -5102928.206131 + Penalty 3526.299494 = -5099401.906637
  nChanged 37
		SP:Iteration 31Q (73527.080000 sec): 3 clusters
  Score: Raw -5102932.239306 + Penalty 3526.299494 = -5099405.939812
  nChanged 29
		SP:Iteration 32Q (73527.540000 sec): 3 clusters
  Score: Raw -5102935.131084 + Penalty 3526.299494 = -5099408.831590
  nChanged 15
		SP:Iteration 33Q (73527.990000 sec): 3 clusters
  Score: Raw -5102936.094871 + Penalty 3526.299494 = -5099409.795378
  nChanged 5
		SP:Iteration 34Q (73528.490000 sec): 3 clusters
  Score: Raw -5102936.367178 + Penalty 3526.299494 = -5099410.067685
  nChanged 4
		SP:Iteration 35Q (73528.990000 sec): 3 clusters
  Score: Raw -5102936.526504 + Penalty 3526.299494 = -5099410.227011
  nChanged 2
		SP:Iteration 36Q (73529.410000 sec): 3 clusters
  Score: Raw -5102936.640907 + Penalty 3526.299494 = -5099410.341414
  nChanged 2
		SP:Iteration 37Q (73529.850000 sec): 3 clusters
  Score: Raw -5102936.863933 + Penalty 3526.299494 = -5099410.564439
  nChanged 2
		SP:Iteration 38Q (73530.260000 sec): 3 clusters
  Score: Raw -5102936.938278 + Penalty 3526.299494 = -5099410.638784
  nChanged 1
		SP:Iteration 39Q (73530.780000 sec): 3 clusters
  Score: Raw -5102937.043118 + Penalty 3526.299494 = -5099410.743625
  nChanged 1
		SP:Iteration 40F (73531.260000 sec): 3 clusters
  Score: Raw -5103022.353447 + Penalty 3526.299494 = -5099496.053953
  nChanged 34
		SP:Iteration 41Q (73531.760000 sec): 3 clusters
  Score: Raw -5103062.791964 + Penalty 3526.299494 = -5099536.492470
  nChanged 63
		SP:Iteration 42Q (73532.170000 sec): 3 clusters
  Score: Raw -5103076.417520 + Penalty 3526.299494 = -5099550.118027
  nChanged 51
		SP:Iteration 43Q (73532.650000 sec): 3 clusters
  Score: Raw -5103086.511431 + Penalty 3526.299494 = -5099560.211937
  nChanged 45
		SP:Iteration 44Q (73532.980000 sec): 3 clusters
  Score: Raw -5103095.373229 + Penalty 3526.299494 = -5099569.073735
  nChanged 34
		SP:Iteration 45Q (73533.450000 sec): 3 clusters
  Score: Raw -5103100.149624 + Penalty 3526.299494 = -5099573.850131
  nChanged 29
		SP:Iteration 46Q (73533.890000 sec): 3 clusters
  Score: Raw -5103103.973634 + Penalty 3526.299494 = -5099577.674141
  nChanged 21
		SP:Iteration 47Q (73534.320000 sec): 3 clusters
  Score: Raw -5103106.485244 + Penalty 3526.299494 = -5099580.185750
  nChanged 27
		SP:Iteration 48Q (73534.810000 sec): 3 clusters
  Score: Raw -5103110.361788 + Penalty 3526.299494 = -5099584.062294
  nChanged 25
		SP:Iteration 49Q (73535.240000 sec): 3 clusters
  Score: Raw -5103112.516807 + Penalty 3526.299494 = -5099586.217313
  nChanged 13
		SP:Iteration 50Q (73535.660000 sec): 3 clusters
  Score: Raw -5103113.279138 + Penalty 3526.299494 = -5099586.979645
  nChanged 5
		SP:Iteration 51Q (73536.100000 sec): 3 clusters
  Score: Raw -5103114.035869 + Penalty 3526.299494 = -5099587.736375
  nChanged 9
		SP:Iteration 52Q (73536.550000 sec): 3 clusters
  Score: Raw -5103115.860925 + Penalty 3526.299494 = -5099589.561431
  nChanged 9
		SP:Iteration 53Q (73536.940000 sec): 3 clusters
  Score: Raw -5103116.902312 + Penalty 3526.299494 = -5099590.602819
  nChanged 4
		SP:Iteration 54Q (73537.360000 sec): 3 clusters
  Score: Raw -5103117.159185 + Penalty 3526.299494 = -5099590.859691
  nChanged 2
		SP:Iteration 55Q (73537.850000 sec): 3 clusters
  Score: Raw -5103117.410750 + Penalty 3526.299494 = -5099591.111257
  nChanged 3
		SP:Iteration 56Q (73538.320000 sec): 3 clusters
  Score: Raw -5103117.673224 + Penalty 3526.299494 = -5099591.373730
  nChanged 4
		SP:Iteration 57Q (73538.730000 sec): 3 clusters
  Score: Raw -5103117.896153 + Penalty 3526.299494 = -5099591.596659
  nChanged 2
		SP:Iteration 58Q (73539.200000 sec): 3 clusters
  Score: Raw -5103118.024781 + Penalty 3526.299494 = -5099591.725287
  nChanged 1
		SP:Iteration 59Q (73539.650000 sec): 3 clusters
  Score: Raw -5103118.060618 + Penalty 3526.299494 = -5099591.761124
  nChanged 0
		SP:Iteration 60F (73540.120000 sec): 3 clusters
  Score: Raw -5103118.060618 + Penalty 3526.299494 = -5099591.761124
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 21.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (20302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73540.370000 sec): 2 clusters
  Score: Raw -2023912.962275 + Penalty 1611.752136 = -2022301.210139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73540.670000 sec): 3 clusters
  Score: Raw -2011929.869611 + Penalty 3223.504272 = -2008706.365339
  nChanged 9215
		SP:Iteration 1F (73540.960000 sec): 3 clusters
  Score: Raw -2018629.959512 + Penalty 3223.504272 = -2015406.455240
  nChanged 2110
		SP:Iteration 2F (73541.260000 sec): 3 clusters
  Score: Raw -2022099.054236 + Penalty 3223.504272 = -2018875.549964
  nChanged 2621
		SP:Iteration 3F (73541.530000 sec): 3 clusters
  Score: Raw -2025921.796210 + Penalty 3223.504272 = -2022698.291938
  nChanged 2310
		SP:Iteration 4F (73541.870000 sec): 3 clusters
  Score: Raw -2028486.996020 + Penalty 3223.504272 = -2025263.491748
  nChanged 1637
		SP:Iteration 5F (73542.260000 sec): 3 clusters
  Score: Raw -2030034.880468 + Penalty 3223.504272 = -2026811.376196
  nChanged 1127
		SP:Iteration 6F (73542.520000 sec): 3 clusters
  Score: Raw -2031055.895484 + Penalty 3223.504272 = -2027832.391213
  nChanged 865
		SP:Iteration 7Q (73542.800000 sec): 3 clusters
  Score: Raw -2031871.756416 + Penalty 3223.504272 = -2028648.252144
  nChanged 667
		SP:Iteration 8Q (73543.070000 sec): 3 clusters
  Score: Raw -2032510.676699 + Penalty 3223.504272 = -2029287.172428
  nChanged 523
		SP:Iteration 9Q (73543.340000 sec): 3 clusters
  Score: Raw -2032932.925053 + Penalty 3223.504272 = -2029709.420782
  nChanged 386
		SP:Iteration 10Q (73543.660000 sec): 3 clusters
  Score: Raw -2033237.891105 + Penalty 3223.504272 = -2030014.386833
  nChanged 323
		SP:Iteration 11Q (73543.930000 sec): 3 clusters
  Score: Raw -2033447.646781 + Penalty 3223.504272 = -2030224.142509
  nChanged 230
		SP:Iteration 12Q (73544.180000 sec): 3 clusters
  Score: Raw -2033540.937910 + Penalty 3223.504272 = -2030317.433638
  nChanged 162
		SP:Iteration 13Q (73544.500000 sec): 3 clusters
  Score: Raw -2033584.225867 + Penalty 3223.504272 = -2030360.721595
  nChanged 123
		SP:Iteration 14Q (73544.790000 sec): 3 clusters
  Score: Raw -2033606.668412 + Penalty 3223.504272 = -2030383.164141
  nChanged 56
		SP:Iteration 15Q (73545.090000 sec): 3 clusters
  Score: Raw -2033620.248410 + Penalty 3223.504272 = -2030396.744138
  nChanged 35
		SP:Iteration 16Q (73545.440000 sec): 3 clusters
  Score: Raw -2033624.247066 + Penalty 3223.504272 = -2030400.742794
  nChanged 28
		SP:Iteration 17Q (73545.760000 sec): 3 clusters
  Score: Raw -2033626.628480 + Penalty 3223.504272 = -2030403.124208
  nChanged 21
		SP:Iteration 18Q (73546.100000 sec): 3 clusters
  Score: Raw -2033628.530794 + Penalty 3223.504272 = -2030405.026522
  nChanged 14
		SP:Iteration 19Q (73546.430000 sec): 3 clusters
  Score: Raw -2033629.459203 + Penalty 3223.504272 = -2030405.954931
  nChanged 10
		SP:Iteration 20F (73546.710000 sec): 3 clusters
  Score: Raw -2033629.885814 + Penalty 3223.504272 = -2030406.381542
  nChanged 4
		SP:Iteration 21Q (73547.010000 sec): 3 clusters
  Score: Raw -2033630.053968 + Penalty 3223.504272 = -2030406.549696
  nChanged 0
		SP:Iteration 22F (73547.370000 sec): 3 clusters
  Score: Raw -2033630.053968 + Penalty 3223.504272 = -2030406.549696
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 22.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (36712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73547.670000 sec): 2 clusters
  Score: Raw -3591351.425830 + Penalty 1708.014580 = -3589643.411250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73548.040000 sec): 3 clusters
  Score: Raw -3568658.451978 + Penalty 3416.029161 = -3565242.422818
  nChanged 17018
		SP:Iteration 1F (73548.410000 sec): 3 clusters
  Score: Raw -3580436.920128 + Penalty 3416.029161 = -3577020.890967
  nChanged 3176
		SP:Iteration 2F (73548.750000 sec): 3 clusters
  Score: Raw -3583245.198847 + Penalty 3416.029161 = -3579829.169686
  nChanged 3179
		SP:Iteration 3F (73549.110000 sec): 3 clusters
  Score: Raw -3585809.326602 + Penalty 3416.029161 = -3582393.297441
  nChanged 2781
		SP:Iteration 4F (73549.540000 sec): 3 clusters
  Score: Raw -3587835.369283 + Penalty 3416.029161 = -3584419.340122
  nChanged 2197
		SP:Iteration 5F (73549.940000 sec): 3 clusters
  Score: Raw -3589192.308921 + Penalty 3416.029161 = -3585776.279761
  nChanged 1645
		SP:Iteration 6Q (73550.370000 sec): 3 clusters
  Score: Raw -3590071.726862 + Penalty 3416.029161 = -3586655.697701
  nChanged 1233
		SP:Iteration 7Q (73550.810000 sec): 3 clusters
  Score: Raw -3590648.608243 + Penalty 3416.029161 = -3587232.579082
  nChanged 965
		SP:Iteration 8Q (73551.290000 sec): 3 clusters
  Score: Raw -3591059.124142 + Penalty 3416.029161 = -3587643.094982
  nChanged 832
		SP:Iteration 9Q (73551.760000 sec): 3 clusters
  Score: Raw -3591407.311656 + Penalty 3416.029161 = -3587991.282495
  nChanged 736
		SP:Iteration 10Q (73552.160000 sec): 3 clusters
  Score: Raw -3591694.414014 + Penalty 3416.029161 = -3588278.384853
  nChanged 625
		SP:Iteration 11Q (73552.610000 sec): 3 clusters
  Score: Raw -3591931.809142 + Penalty 3416.029161 = -3588515.779981
  nChanged 597
		SP:Iteration 12Q (73553.070000 sec): 3 clusters
  Score: Raw -3592133.227274 + Penalty 3416.029161 = -3588717.198113
  nChanged 473
		SP:Iteration 13Q (73553.470000 sec): 3 clusters
  Score: Raw -3592274.836434 + Penalty 3416.029161 = -3588858.807273
  nChanged 426
		SP:Iteration 14Q (73553.880000 sec): 3 clusters
  Score: Raw -3592397.740926 + Penalty 3416.029161 = -3588981.711765
  nChanged 365
		SP:Iteration 15Q (73554.320000 sec): 3 clusters
  Score: Raw -3592488.135145 + Penalty 3416.029161 = -3589072.105984
  nChanged 286
		SP:Iteration 16Q (73554.760000 sec): 3 clusters
  Score: Raw -3592556.169920 + Penalty 3416.029161 = -3589140.140760
  nChanged 247
		SP:Iteration 17Q (73555.190000 sec): 3 clusters
  Score: Raw -3592608.752567 + Penalty 3416.029161 = -3589192.723406
  nChanged 214
		SP:Iteration 18Q (73555.650000 sec): 3 clusters
  Score: Raw -3592649.071952 + Penalty 3416.029161 = -3589233.042791
  nChanged 179
		SP:Iteration 19Q (73556.060000 sec): 3 clusters
  Score: Raw -3592679.437855 + Penalty 3416.029161 = -3589263.408694
  nChanged 154
		SP:Iteration 20F (73556.450000 sec): 3 clusters
  Score: Raw -3592705.881381 + Penalty 3416.029161 = -3589289.852220
  nChanged 132
		SP:Iteration 21Q (73556.880000 sec): 3 clusters
  Score: Raw -3592729.246878 + Penalty 3416.029161 = -3589313.217717
  nChanged 152
		SP:Iteration 22Q (73557.310000 sec): 3 clusters
  Score: Raw -3592752.914540 + Penalty 3416.029161 = -3589336.885380
  nChanged 141
		SP:Iteration 23Q (73557.740000 sec): 3 clusters
  Score: Raw -3592776.097415 + Penalty 3416.029161 = -3589360.068255
  nChanged 142
		SP:Iteration 24Q (73558.180000 sec): 3 clusters
  Score: Raw -3592799.514860 + Penalty 3416.029161 = -3589383.485699
  nChanged 141
		SP:Iteration 25Q (73558.630000 sec): 3 clusters
  Score: Raw -3592822.274468 + Penalty 3416.029161 = -3589406.245307
  nChanged 135
		SP:Iteration 26Q (73559.070000 sec): 3 clusters
  Score: Raw -3592841.791980 + Penalty 3416.029161 = -3589425.762819
  nChanged 123
		SP:Iteration 27Q (73559.480000 sec): 3 clusters
  Score: Raw -3592859.121332 + Penalty 3416.029161 = -3589443.092172
  nChanged 117
		SP:Iteration 28Q (73559.880000 sec): 3 clusters
  Score: Raw -3592875.639329 + Penalty 3416.029161 = -3589459.610168
  nChanged 104
		SP:Iteration 29Q (73560.270000 sec): 3 clusters
  Score: Raw -3592891.074014 + Penalty 3416.029161 = -3589475.044853
  nChanged 106
		SP:Iteration 30Q (73560.610000 sec): 3 clusters
  Score: Raw -3592907.143795 + Penalty 3416.029161 = -3589491.114634
  nChanged 105
		SP:Iteration 31Q (73560.920000 sec): 3 clusters
  Score: Raw -3592922.287262 + Penalty 3416.029161 = -3589506.258101
  nChanged 103
		SP:Iteration 32Q (73561.250000 sec): 3 clusters
  Score: Raw -3592934.531695 + Penalty 3416.029161 = -3589518.502535
  nChanged 80
		SP:Iteration 33Q (73561.670000 sec): 3 clusters
  Score: Raw -3592943.185901 + Penalty 3416.029161 = -3589527.156740
  nChanged 77
		SP:Iteration 34Q (73562.020000 sec): 3 clusters
  Score: Raw -3592952.078823 + Penalty 3416.029161 = -3589536.049663
  nChanged 80
		SP:Iteration 35Q (73562.430000 sec): 3 clusters
  Score: Raw -3592961.232032 + Penalty 3416.029161 = -3589545.202871
  nChanged 88
		SP:Iteration 36Q (73562.830000 sec): 3 clusters
  Score: Raw -3592973.212835 + Penalty 3416.029161 = -3589557.183674
  nChanged 86
		SP:Iteration 37Q (73563.190000 sec): 3 clusters
  Score: Raw -3592982.944407 + Penalty 3416.029161 = -3589566.915247
  nChanged 85
		SP:Iteration 38Q (73563.640000 sec): 3 clusters
  Score: Raw -3592992.642762 + Penalty 3416.029161 = -3589576.613601
  nChanged 74
		SP:Iteration 39Q (73564.010000 sec): 3 clusters
  Score: Raw -3593001.201800 + Penalty 3416.029161 = -3589585.172640
  nChanged 73
		SP:Iteration 40F (73564.480000 sec): 3 clusters
  Score: Raw -3593008.723970 + Penalty 3416.029161 = -3589592.694809
  nChanged 66
		SP:Iteration 41Q (73564.890000 sec): 3 clusters
  Score: Raw -3593015.445174 + Penalty 3416.029161 = -3589599.416013
  nChanged 58
		SP:Iteration 42Q (73565.340000 sec): 3 clusters
  Score: Raw -3593020.411209 + Penalty 3416.029161 = -3589604.382049
  nChanged 52
		SP:Iteration 43Q (73565.650000 sec): 3 clusters
  Score: Raw -3593026.109540 + Penalty 3416.029161 = -3589610.080379
  nChanged 55
		SP:Iteration 44Q (73566.040000 sec): 3 clusters
  Score: Raw -3593030.704007 + Penalty 3416.029161 = -3589614.674846
  nChanged 48
		SP:Iteration 45Q (73566.390000 sec): 3 clusters
  Score: Raw -3593034.247335 + Penalty 3416.029161 = -3589618.218175
  nChanged 40
		SP:Iteration 46Q (73566.760000 sec): 3 clusters
  Score: Raw -3593037.439690 + Penalty 3416.029161 = -3589621.410529
  nChanged 36
		SP:Iteration 47Q (73567.180000 sec): 3 clusters
  Score: Raw -3593039.894976 + Penalty 3416.029161 = -3589623.865816
  nChanged 25
		SP:Iteration 48Q (73567.490000 sec): 3 clusters
  Score: Raw -3593041.436788 + Penalty 3416.029161 = -3589625.407627
  nChanged 16
		SP:Iteration 49Q (73567.800000 sec): 3 clusters
  Score: Raw -3593042.389974 + Penalty 3416.029161 = -3589626.360813
  nChanged 18
		SP:Iteration 50Q (73568.160000 sec): 3 clusters
  Score: Raw -3593043.531088 + Penalty 3416.029161 = -3589627.501927
  nChanged 19
		SP:Iteration 51Q (73568.520000 sec): 3 clusters
  Score: Raw -3593044.462124 + Penalty 3416.029161 = -3589628.432963
  nChanged 22
		SP:Iteration 52Q (73568.920000 sec): 3 clusters
  Score: Raw -3593045.467207 + Penalty 3416.029161 = -3589629.438047
  nChanged 21
		SP:Iteration 53Q (73569.290000 sec): 3 clusters
  Score: Raw -3593046.689799 + Penalty 3416.029161 = -3589630.660638
  nChanged 14
		SP:Iteration 54Q (73569.620000 sec): 3 clusters
  Score: Raw -3593047.298063 + Penalty 3416.029161 = -3589631.268903
  nChanged 14
		SP:Iteration 55Q (73570.010000 sec): 3 clusters
  Score: Raw -3593048.086272 + Penalty 3416.029161 = -3589632.057111
  nChanged 20
		SP:Iteration 56Q (73570.400000 sec): 3 clusters
  Score: Raw -3593049.296847 + Penalty 3416.029161 = -3589633.267687
  nChanged 22
		SP:Iteration 57Q (73570.740000 sec): 3 clusters
  Score: Raw -3593051.123919 + Penalty 3416.029161 = -3589635.094758
  nChanged 21
		SP:Iteration 58Q (73571.100000 sec): 3 clusters
  Score: Raw -3593052.355326 + Penalty 3416.029161 = -3589636.326165
  nChanged 19
		SP:Iteration 59Q (73571.440000 sec): 3 clusters
  Score: Raw -3593053.263796 + Penalty 3416.029161 = -3589637.234635
  nChanged 16
		SP:Iteration 60F (73571.770000 sec): 3 clusters
  Score: Raw -3593054.504311 + Penalty 3416.029161 = -3589638.475151
  nChanged 19
		SP:Iteration 61Q (73572.100000 sec): 3 clusters
  Score: Raw -3593056.036303 + Penalty 3416.029161 = -3589640.007143
  nChanged 19
		SP:Iteration 62Q (73572.450000 sec): 3 clusters
  Score: Raw -3593056.984569 + Penalty 3416.029161 = -3589640.955408
  nChanged 13
		SP:Iteration 63Q (73572.800000 sec): 3 clusters
  Score: Raw -3593057.811306 + Penalty 3416.029161 = -3589641.782145
  nChanged 15
		SP:Iteration 64Q (73573.140000 sec): 3 clusters
  Score: Raw -3593058.885453 + Penalty 3416.029161 = -3589642.856292
  nChanged 21
		SP:Iteration 65Q (73573.490000 sec): 3 clusters
  Score: Raw -3593060.477144 + Penalty 3416.029161 = -3589644.447983
  nChanged 31
		SP:Iteration 66Q (73573.880000 sec): 3 clusters
  Score: Raw -3593062.594990 + Penalty 3416.029161 = -3589646.565830
  nChanged 31
		SP:Iteration 67Q (73574.290000 sec): 3 clusters
  Score: Raw -3593064.363447 + Penalty 3416.029161 = -3589648.334286
  nChanged 26
		SP:Iteration 68Q (73574.650000 sec): 3 clusters
  Score: Raw -3593065.889795 + Penalty 3416.029161 = -3589649.860634
  nChanged 28
		SP:Iteration 69Q (73575.060000 sec): 3 clusters
  Score: Raw -3593068.013502 + Penalty 3416.029161 = -3589651.984342
  nChanged 24
		SP:Iteration 70Q (73575.470000 sec): 3 clusters
  Score: Raw -3593069.749746 + Penalty 3416.029161 = -3589653.720586
  nChanged 34
		SP:Iteration 71Q (73575.900000 sec): 3 clusters
  Score: Raw -3593072.007234 + Penalty 3416.029161 = -3589655.978073
  nChanged 29
		SP:Iteration 72Q (73576.360000 sec): 3 clusters
  Score: Raw -3593074.228928 + Penalty 3416.029161 = -3589658.199768
  nChanged 31
		SP:Iteration 73Q (73576.700000 sec): 3 clusters
  Score: Raw -3593075.897640 + Penalty 3416.029161 = -3589659.868479
  nChanged 37
		SP:Iteration 74Q (73577.110000 sec): 3 clusters
  Score: Raw -3593078.224798 + Penalty 3416.029161 = -3589662.195638
  nChanged 31
		SP:Iteration 75Q (73577.500000 sec): 3 clusters
  Score: Raw -3593081.052721 + Penalty 3416.029161 = -3589665.023560
  nChanged 34
		SP:Iteration 76Q (73577.870000 sec): 3 clusters
  Score: Raw -3593084.414317 + Penalty 3416.029161 = -3589668.385156
  nChanged 32
		SP:Iteration 77Q (73578.220000 sec): 3 clusters
  Score: Raw -3593086.506564 + Penalty 3416.029161 = -3589670.477403
  nChanged 25
		SP:Iteration 78Q (73578.630000 sec): 3 clusters
  Score: Raw -3593088.425323 + Penalty 3416.029161 = -3589672.396162
  nChanged 28
		SP:Iteration 79Q (73578.980000 sec): 3 clusters
  Score: Raw -3593090.805918 + Penalty 3416.029161 = -3589674.776758
  nChanged 35
		SP:Iteration 80F (73579.370000 sec): 3 clusters
  Score: Raw -3593094.569429 + Penalty 3416.029161 = -3589678.540268
  nChanged 36
		SP:Iteration 81Q (73579.710000 sec): 3 clusters
  Score: Raw -3593097.639951 + Penalty 3416.029161 = -3589681.610790
  nChanged 41
		SP:Iteration 82Q (73580.030000 sec): 3 clusters
  Score: Raw -3593101.299149 + Penalty 3416.029161 = -3589685.269988
  nChanged 50
		SP:Iteration 83Q (73580.430000 sec): 3 clusters
  Score: Raw -3593106.695808 + Penalty 3416.029161 = -3589690.666647
  nChanged 56
		SP:Iteration 84Q (73580.840000 sec): 3 clusters
  Score: Raw -3593114.357358 + Penalty 3416.029161 = -3589698.328198
  nChanged 69
		SP:Iteration 85Q (73581.190000 sec): 3 clusters
  Score: Raw -3593122.662101 + Penalty 3416.029161 = -3589706.632941
  nChanged 60
		SP:Iteration 86Q (73581.570000 sec): 3 clusters
  Score: Raw -3593127.928710 + Penalty 3416.029161 = -3589711.899549
  nChanged 45
		SP:Iteration 87Q (73582.010000 sec): 3 clusters
  Score: Raw -3593131.501909 + Penalty 3416.029161 = -3589715.472749
  nChanged 51
		SP:Iteration 88Q (73582.380000 sec): 3 clusters
  Score: Raw -3593138.382287 + Penalty 3416.029161 = -3589722.353126
  nChanged 51
		SP:Iteration 89Q (73582.720000 sec): 3 clusters
  Score: Raw -3593143.919856 + Penalty 3416.029161 = -3589727.890696
  nChanged 46
		SP:Iteration 90Q (73583.060000 sec): 3 clusters
  Score: Raw -3593148.489986 + Penalty 3416.029161 = -3589732.460825
  nChanged 52
		SP:Iteration 91Q (73583.450000 sec): 3 clusters
  Score: Raw -3593155.985911 + Penalty 3416.029161 = -3589739.956750
  nChanged 70
		SP:Iteration 92Q (73583.840000 sec): 3 clusters
  Score: Raw -3593163.938493 + Penalty 3416.029161 = -3589747.909332
  nChanged 65
		SP:Iteration 93Q (73584.230000 sec): 3 clusters
  Score: Raw -3593171.107493 + Penalty 3416.029161 = -3589755.078333
  nChanged 68
		SP:Iteration 94Q (73584.560000 sec): 3 clusters
  Score: Raw -3593178.584182 + Penalty 3416.029161 = -3589762.555021
  nChanged 61
		SP:Iteration 95Q (73584.900000 sec): 3 clusters
  Score: Raw -3593184.659430 + Penalty 3416.029161 = -3589768.630270
  nChanged 66
		SP:Iteration 96Q (73585.300000 sec): 3 clusters
  Score: Raw -3593190.972248 + Penalty 3416.029161 = -3589774.943087
  nChanged 58
		SP:Iteration 97Q (73585.680000 sec): 3 clusters
  Score: Raw -3593196.783960 + Penalty 3416.029161 = -3589780.754800
  nChanged 59
		SP:Iteration 98Q (73586.060000 sec): 3 clusters
  Score: Raw -3593203.091524 + Penalty 3416.029161 = -3589787.062363
  nChanged 68
		SP:Iteration 99Q (73586.520000 sec): 3 clusters
  Score: Raw -3593211.055942 + Penalty 3416.029161 = -3589795.026781
  nChanged 58
		SP:Iteration 100F (73586.880000 sec): 3 clusters
  Score: Raw -3593218.254493 + Penalty 3416.029161 = -3589802.225332
  nChanged 69
		SP:Iteration 101Q (73587.270000 sec): 3 clusters
  Score: Raw -3593225.427390 + Penalty 3416.029161 = -3589809.398230
  nChanged 58
		SP:Iteration 102Q (73587.650000 sec): 3 clusters
  Score: Raw -3593231.601373 + Penalty 3416.029161 = -3589815.572213
  nChanged 61
		SP:Iteration 103Q (73588.020000 sec): 3 clusters
  Score: Raw -3593236.442994 + Penalty 3416.029161 = -3589820.413833
  nChanged 44
		SP:Iteration 104Q (73588.380000 sec): 3 clusters
  Score: Raw -3593240.023945 + Penalty 3416.029161 = -3589823.994785
  nChanged 44
		SP:Iteration 105Q (73588.800000 sec): 3 clusters
  Score: Raw -3593243.181432 + Penalty 3416.029161 = -3589827.152271
  nChanged 39
		SP:Iteration 106Q (73589.160000 sec): 3 clusters
  Score: Raw -3593245.582890 + Penalty 3416.029161 = -3589829.553730
  nChanged 30
		SP:Iteration 107Q (73589.560000 sec): 3 clusters
  Score: Raw -3593248.098345 + Penalty 3416.029161 = -3589832.069184
  nChanged 35
		SP:Iteration 108Q (73589.930000 sec): 3 clusters
  Score: Raw -3593250.856752 + Penalty 3416.029161 = -3589834.827591
  nChanged 36
		SP:Iteration 109Q (73590.310000 sec): 3 clusters
  Score: Raw -3593253.712811 + Penalty 3416.029161 = -3589837.683650
  nChanged 32
		SP:Iteration 110Q (73590.670000 sec): 3 clusters
  Score: Raw -3593256.163433 + Penalty 3416.029161 = -3589840.134272
  nChanged 30
		SP:Iteration 111Q (73591.090000 sec): 3 clusters
  Score: Raw -3593258.616646 + Penalty 3416.029161 = -3589842.587486
  nChanged 33
		SP:Iteration 112Q (73591.400000 sec): 3 clusters
  Score: Raw -3593262.151441 + Penalty 3416.029161 = -3589846.122280
  nChanged 26
		SP:Iteration 113Q (73591.800000 sec): 3 clusters
  Score: Raw -3593265.039590 + Penalty 3416.029161 = -3589849.010429
  nChanged 29
		SP:Iteration 114Q (73592.270000 sec): 3 clusters
  Score: Raw -3593267.441106 + Penalty 3416.029161 = -3589851.411945
  nChanged 20
		SP:Iteration 115Q (73592.670000 sec): 3 clusters
  Score: Raw -3593269.091627 + Penalty 3416.029161 = -3589853.062467
  nChanged 15
		SP:Iteration 116Q (73593.130000 sec): 3 clusters
  Score: Raw -3593270.485692 + Penalty 3416.029161 = -3589854.456531
  nChanged 21
		SP:Iteration 117Q (73593.500000 sec): 3 clusters
  Score: Raw -3593272.580474 + Penalty 3416.029161 = -3589856.551314
  nChanged 20
		SP:Iteration 118Q (73593.890000 sec): 3 clusters
  Score: Raw -3593274.600165 + Penalty 3416.029161 = -3589858.571004
  nChanged 27
		SP:Iteration 119Q (73594.300000 sec): 3 clusters
  Score: Raw -3593277.448890 + Penalty 3416.029161 = -3589861.419730
  nChanged 28
		SP:Iteration 120F (73594.730000 sec): 3 clusters
  Score: Raw -3593280.657693 + Penalty 3416.029161 = -3589864.628532
  nChanged 32
		SP:Iteration 121Q (73595.150000 sec): 3 clusters
  Score: Raw -3593284.723957 + Penalty 3416.029161 = -3589868.694796
  nChanged 37
		SP:Iteration 122Q (73595.550000 sec): 3 clusters
  Score: Raw -3593289.272670 + Penalty 3416.029161 = -3589873.243509
  nChanged 32
		SP:Iteration 123Q (73595.920000 sec): 3 clusters
  Score: Raw -3593292.656084 + Penalty 3416.029161 = -3589876.626923
  nChanged 25
		SP:Iteration 124Q (73596.290000 sec): 3 clusters
  Score: Raw -3593295.564041 + Penalty 3416.029161 = -3589879.534880
  nChanged 20
		SP:Iteration 125Q (73596.670000 sec): 3 clusters
  Score: Raw -3593297.455879 + Penalty 3416.029161 = -3589881.426718
  nChanged 27
		SP:Iteration 126Q (73597.090000 sec): 3 clusters
  Score: Raw -3593299.706334 + Penalty 3416.029161 = -3589883.677174
  nChanged 26
		SP:Iteration 127Q (73597.430000 sec): 3 clusters
  Score: Raw -3593302.071715 + Penalty 3416.029161 = -3589886.042554
  nChanged 30
		SP:Iteration 128Q (73597.800000 sec): 3 clusters
  Score: Raw -3593304.424874 + Penalty 3416.029161 = -3589888.395713
  nChanged 24
		SP:Iteration 129Q (73598.130000 sec): 3 clusters
  Score: Raw -3593306.721704 + Penalty 3416.029161 = -3589890.692543
  nChanged 27
		SP:Iteration 130Q (73598.530000 sec): 3 clusters
  Score: Raw -3593309.525582 + Penalty 3416.029161 = -3589893.496422
  nChanged 31
		SP:Iteration 131Q (73598.870000 sec): 3 clusters
  Score: Raw -3593313.001895 + Penalty 3416.029161 = -3589896.972734
  nChanged 40
		SP:Iteration 132Q (73599.280000 sec): 3 clusters
  Score: Raw -3593317.672591 + Penalty 3416.029161 = -3589901.643430
  nChanged 42
		SP:Iteration 133Q (73599.630000 sec): 3 clusters
  Score: Raw -3593321.837991 + Penalty 3416.029161 = -3589905.808830
  nChanged 25
		SP:Iteration 134Q (73600.020000 sec): 3 clusters
  Score: Raw -3593325.361215 + Penalty 3416.029161 = -3589909.332055
  nChanged 34
		SP:Iteration 135Q (73600.430000 sec): 3 clusters
  Score: Raw -3593329.453690 + Penalty 3416.029161 = -3589913.424529
  nChanged 28
		SP:Iteration 136Q (73600.810000 sec): 3 clusters
  Score: Raw -3593333.572392 + Penalty 3416.029161 = -3589917.543231
  nChanged 39
		SP:Iteration 137Q (73601.230000 sec): 3 clusters
  Score: Raw -3593340.106085 + Penalty 3416.029161 = -3589924.076925
  nChanged 34
		SP:Iteration 138Q (73601.620000 sec): 3 clusters
  Score: Raw -3593344.726362 + Penalty 3416.029161 = -3589928.697201
  nChanged 37
		SP:Iteration 139Q (73602.070000 sec): 3 clusters
  Score: Raw -3593349.660708 + Penalty 3416.029161 = -3589933.631547
  nChanged 34
		SP:Iteration 140F (73602.510000 sec): 3 clusters
  Score: Raw -3593356.677445 + Penalty 3416.029161 = -3589940.648284
  nChanged 55
		SP:Iteration 141Q (73602.850000 sec): 3 clusters
  Score: Raw -3593370.814486 + Penalty 3416.029161 = -3589954.785326
  nChanged 64
		SP:Iteration 142Q (73603.230000 sec): 3 clusters
  Score: Raw -3593387.130644 + Penalty 3416.029161 = -3589971.101483
  nChanged 74
		SP:Iteration 143Q (73603.620000 sec): 3 clusters
  Score: Raw -3593407.935158 + Penalty 3416.029161 = -3589991.905998
  nChanged 81
		SP:Iteration 144Q (73603.960000 sec): 3 clusters
  Score: Raw -3593427.992352 + Penalty 3416.029161 = -3590011.963191
  nChanged 81
		SP:Iteration 145Q (73604.350000 sec): 3 clusters
  Score: Raw -3593440.151784 + Penalty 3416.029161 = -3590024.122623
  nChanged 73
		SP:Iteration 146Q (73604.730000 sec): 3 clusters
  Score: Raw -3593451.864307 + Penalty 3416.029161 = -3590035.835146
  nChanged 56
		SP:Iteration 147Q (73605.120000 sec): 3 clusters
  Score: Raw -3593460.646923 + Penalty 3416.029161 = -3590044.617762
  nChanged 47
		SP:Iteration 148Q (73605.540000 sec): 3 clusters
  Score: Raw -3593471.928973 + Penalty 3416.029161 = -3590055.899812
  nChanged 57
		SP:Iteration 149Q (73605.970000 sec): 3 clusters
  Score: Raw -3593480.193439 + Penalty 3416.029161 = -3590064.164278
  nChanged 41
		SP:Iteration 150Q (73606.370000 sec): 3 clusters
  Score: Raw -3593484.378111 + Penalty 3416.029161 = -3590068.348950
  nChanged 27
		SP:Iteration 151Q (73606.760000 sec): 3 clusters
  Score: Raw -3593487.426422 + Penalty 3416.029161 = -3590071.397261
  nChanged 30
		SP:Iteration 152Q (73607.170000 sec): 3 clusters
  Score: Raw -3593490.509207 + Penalty 3416.029161 = -3590074.480047
  nChanged 31
		SP:Iteration 153Q (73607.540000 sec): 3 clusters
  Score: Raw -3593494.957343 + Penalty 3416.029161 = -3590078.928182
  nChanged 35
		SP:Iteration 154Q (73607.970000 sec): 3 clusters
  Score: Raw -3593498.288422 + Penalty 3416.029161 = -3590082.259261
  nChanged 29
		SP:Iteration 155Q (73608.310000 sec): 3 clusters
  Score: Raw -3593502.853768 + Penalty 3416.029161 = -3590086.824607
  nChanged 32
		SP:Iteration 156Q (73608.730000 sec): 3 clusters
  Score: Raw -3593508.068492 + Penalty 3416.029161 = -3590092.039332
  nChanged 40
		SP:Iteration 157Q (73609.090000 sec): 3 clusters
  Score: Raw -3593514.641351 + Penalty 3416.029161 = -3590098.612191
  nChanged 33
		SP:Iteration 158Q (73609.420000 sec): 3 clusters
  Score: Raw -3593520.621317 + Penalty 3416.029161 = -3590104.592156
  nChanged 34
		SP:Iteration 159Q (73609.850000 sec): 3 clusters
  Score: Raw -3593525.830007 + Penalty 3416.029161 = -3590109.800846
  nChanged 36
		SP:Iteration 160F (73610.190000 sec): 3 clusters
  Score: Raw -3593529.557336 + Penalty 3416.029161 = -3590113.528175
  nChanged 27
		SP:Iteration 161Q (73610.570000 sec): 3 clusters
  Score: Raw -3593532.173247 + Penalty 3416.029161 = -3590116.144086
  nChanged 20
		SP:Iteration 162Q (73610.950000 sec): 3 clusters
  Score: Raw -3593534.050361 + Penalty 3416.029161 = -3590118.021201
  nChanged 16
		SP:Iteration 163Q (73611.410000 sec): 3 clusters
  Score: Raw -3593535.696375 + Penalty 3416.029161 = -3590119.667215
  nChanged 19
		SP:Iteration 164Q (73611.750000 sec): 3 clusters
  Score: Raw -3593537.652977 + Penalty 3416.029161 = -3590121.623816
  nChanged 17
		SP:Iteration 165Q (73612.120000 sec): 3 clusters
  Score: Raw -3593538.798193 + Penalty 3416.029161 = -3590122.769032
  nChanged 13
		SP:Iteration 166Q (73612.440000 sec): 3 clusters
  Score: Raw -3593539.831290 + Penalty 3416.029161 = -3590123.802129
  nChanged 11
		SP:Iteration 167Q (73612.830000 sec): 3 clusters
  Score: Raw -3593540.518705 + Penalty 3416.029161 = -3590124.489544
  nChanged 10
		SP:Iteration 168Q (73613.220000 sec): 3 clusters
  Score: Raw -3593541.173210 + Penalty 3416.029161 = -3590125.144050
  nChanged 10
		SP:Iteration 169Q (73613.600000 sec): 3 clusters
  Score: Raw -3593541.664476 + Penalty 3416.029161 = -3590125.635315
  nChanged 4
		SP:Iteration 170Q (73613.950000 sec): 3 clusters
  Score: Raw -3593541.941120 + Penalty 3416.029161 = -3590125.911959
  nChanged 4
		SP:Iteration 171Q (73614.320000 sec): 3 clusters
  Score: Raw -3593542.216437 + Penalty 3416.029161 = -3590126.187276
  nChanged 6
		SP:Iteration 172Q (73614.750000 sec): 3 clusters
  Score: Raw -3593542.689724 + Penalty 3416.029161 = -3590126.660563
  nChanged 5
		SP:Iteration 173Q (73615.090000 sec): 3 clusters
  Score: Raw -3593543.158146 + Penalty 3416.029161 = -3590127.128985
  nChanged 5
		SP:Iteration 174Q (73615.480000 sec): 3 clusters
  Score: Raw -3593543.368225 + Penalty 3416.029161 = -3590127.339064
  nChanged 2
		SP:Iteration 175Q (73615.870000 sec): 3 clusters
  Score: Raw -3593543.504745 + Penalty 3416.029161 = -3590127.475584
  nChanged 2
		SP:Iteration 176Q (73616.220000 sec): 3 clusters
  Score: Raw -3593543.639971 + Penalty 3416.029161 = -3590127.610810
  nChanged 1
		SP:Iteration 177Q (73616.650000 sec): 3 clusters
  Score: Raw -3593543.691461 + Penalty 3416.029161 = -3590127.662300
  nChanged 0
		SP:Iteration 178F (73617.040000 sec): 3 clusters
  Score: Raw -3593543.691461 + Penalty 3416.029161 = -3590127.662300
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 23.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (25423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73617.280000 sec): 2 clusters
  Score: Raw -2620103.826754 + Penalty 1648.304053 = -2618455.522702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73617.560000 sec): 3 clusters
  Score: Raw -2604584.769640 + Penalty 3296.608105 = -2601288.161534
  nChanged 11662
		SP:Iteration 1F (73617.860000 sec): 3 clusters
  Score: Raw -2611241.117181 + Penalty 3296.608105 = -2607944.509076
  nChanged 1552
		SP:Iteration 2F (73618.210000 sec): 3 clusters
  Score: Raw -2612202.922645 + Penalty 3296.608105 = -2608906.314540
  nChanged 1670
		SP:Iteration 3F (73618.530000 sec): 3 clusters
  Score: Raw -2613352.295121 + Penalty 3296.608105 = -2610055.687016
  nChanged 1750
		SP:Iteration 4F (73618.880000 sec): 3 clusters
  Score: Raw -2614449.202057 + Penalty 3296.608105 = -2611152.593951
  nChanged 1559
		SP:Iteration 5F (73619.260000 sec): 3 clusters
  Score: Raw -2615217.810354 + Penalty 3296.608105 = -2611921.202248
  nChanged 1256
		SP:Iteration 6Q (73619.590000 sec): 3 clusters
  Score: Raw -2615749.315025 + Penalty 3296.608105 = -2612452.706920
  nChanged 1034
		SP:Iteration 7Q (73619.870000 sec): 3 clusters
  Score: Raw -2616221.118789 + Penalty 3296.608105 = -2612924.510683
  nChanged 980
		SP:Iteration 8Q (73620.200000 sec): 3 clusters
  Score: Raw -2616671.771054 + Penalty 3296.608105 = -2613375.162948
  nChanged 918
		SP:Iteration 9Q (73620.570000 sec): 3 clusters
  Score: Raw -2617107.751462 + Penalty 3296.608105 = -2613811.143357
  nChanged 783
		SP:Iteration 10Q (73620.860000 sec): 3 clusters
  Score: Raw -2617488.333193 + Penalty 3296.608105 = -2614191.725087
  nChanged 727
		SP:Iteration 11Q (73621.130000 sec): 3 clusters
  Score: Raw -2617825.401792 + Penalty 3296.608105 = -2614528.793687
  nChanged 676
		SP:Iteration 12Q (73621.420000 sec): 3 clusters
  Score: Raw -2618140.044723 + Penalty 3296.608105 = -2614843.436618
  nChanged 548
		SP:Iteration 13Q (73621.770000 sec): 3 clusters
  Score: Raw -2618396.836903 + Penalty 3296.608105 = -2615100.228797
  nChanged 487
		SP:Iteration 14Q (73622.030000 sec): 3 clusters
  Score: Raw -2618610.282881 + Penalty 3296.608105 = -2615313.674776
  nChanged 449
		SP:Iteration 15Q (73622.320000 sec): 3 clusters
  Score: Raw -2618815.433100 + Penalty 3296.608105 = -2615518.824994
  nChanged 403
		SP:Iteration 16Q (73622.650000 sec): 3 clusters
  Score: Raw -2618980.062317 + Penalty 3296.608105 = -2615683.454212
  nChanged 352
		SP:Iteration 17Q (73622.950000 sec): 3 clusters
  Score: Raw -2619128.893353 + Penalty 3296.608105 = -2615832.285247
  nChanged 313
		SP:Iteration 18Q (73623.230000 sec): 3 clusters
  Score: Raw -2619273.408599 + Penalty 3296.608105 = -2615976.800493
  nChanged 322
		SP:Iteration 19Q (73623.570000 sec): 3 clusters
  Score: Raw -2619416.689949 + Penalty 3296.608105 = -2616120.081844
  nChanged 278
		SP:Iteration 20F (73623.850000 sec): 3 clusters
  Score: Raw -2619557.065909 + Penalty 3296.608105 = -2616260.457804
  nChanged 267
		SP:Iteration 21Q (73624.170000 sec): 3 clusters
  Score: Raw -2619713.101540 + Penalty 3296.608105 = -2616416.493434
  nChanged 246
		SP:Iteration 22Q (73624.530000 sec): 3 clusters
  Score: Raw -2619886.243968 + Penalty 3296.608105 = -2616589.635863
  nChanged 236
		SP:Iteration 23Q (73624.820000 sec): 3 clusters
  Score: Raw -2620074.311064 + Penalty 3296.608105 = -2616777.702959
  nChanged 237
		SP:Iteration 24Q (73625.140000 sec): 3 clusters
  Score: Raw -2620217.581977 + Penalty 3296.608105 = -2616920.973872
  nChanged 223
		SP:Iteration 25Q (73625.400000 sec): 3 clusters
  Score: Raw -2620337.387404 + Penalty 3296.608105 = -2617040.779299
  nChanged 178
		SP:Iteration 26Q (73625.740000 sec): 3 clusters
  Score: Raw -2620422.019148 + Penalty 3296.608105 = -2617125.411043
  nChanged 132
		SP:Iteration 27Q (73626.060000 sec): 3 clusters
  Score: Raw -2620481.313618 + Penalty 3296.608105 = -2617184.705513
  nChanged 130
		SP:Iteration 28Q (73626.430000 sec): 3 clusters
  Score: Raw -2620530.427428 + Penalty 3296.608105 = -2617233.819323
  nChanged 110
		SP:Iteration 29Q (73626.780000 sec): 3 clusters
  Score: Raw -2620571.435542 + Penalty 3296.608105 = -2617274.827437
  nChanged 97
		SP:Iteration 30Q (73627.120000 sec): 3 clusters
  Score: Raw -2620605.992882 + Penalty 3296.608105 = -2617309.384777
  nChanged 72
		SP:Iteration 31Q (73627.410000 sec): 3 clusters
  Score: Raw -2620627.833521 + Penalty 3296.608105 = -2617331.225416
  nChanged 58
		SP:Iteration 32Q (73627.710000 sec): 3 clusters
  Score: Raw -2620640.411762 + Penalty 3296.608105 = -2617343.803656
  nChanged 49
		SP:Iteration 33Q (73628.100000 sec): 3 clusters
  Score: Raw -2620653.860357 + Penalty 3296.608105 = -2617357.252252
  nChanged 57
		SP:Iteration 34Q (73628.440000 sec): 3 clusters
  Score: Raw -2620672.859168 + Penalty 3296.608105 = -2617376.251063
  nChanged 65
		SP:Iteration 35Q (73628.810000 sec): 3 clusters
  Score: Raw -2620694.248558 + Penalty 3296.608105 = -2617397.640452
  nChanged 58
		SP:Iteration 36Q (73629.120000 sec): 3 clusters
  Score: Raw -2620709.303881 + Penalty 3296.608105 = -2617412.695776
  nChanged 49
		SP:Iteration 37Q (73629.460000 sec): 3 clusters
  Score: Raw -2620723.153321 + Penalty 3296.608105 = -2617426.545215
  nChanged 52
		SP:Iteration 38Q (73629.810000 sec): 3 clusters
  Score: Raw -2620734.504669 + Penalty 3296.608105 = -2617437.896563
  nChanged 35
		SP:Iteration 39Q (73630.150000 sec): 3 clusters
  Score: Raw -2620743.827350 + Penalty 3296.608105 = -2617447.219245
  nChanged 34
		SP:Iteration 40F (73630.460000 sec): 3 clusters
  Score: Raw -2620753.175706 + Penalty 3296.608105 = -2617456.567601
  nChanged 44
		SP:Iteration 41Q (73630.830000 sec): 3 clusters
  Score: Raw -2620768.074091 + Penalty 3296.608105 = -2617471.465986
  nChanged 60
		SP:Iteration 42Q (73631.150000 sec): 3 clusters
  Score: Raw -2620787.814054 + Penalty 3296.608105 = -2617491.205948
  nChanged 47
		SP:Iteration 43Q (73631.530000 sec): 3 clusters
  Score: Raw -2620802.784596 + Penalty 3296.608105 = -2617506.176491
  nChanged 52
		SP:Iteration 44Q (73631.870000 sec): 3 clusters
  Score: Raw -2620820.301766 + Penalty 3296.608105 = -2617523.693660
  nChanged 56
		SP:Iteration 45Q (73632.160000 sec): 3 clusters
  Score: Raw -2620837.621960 + Penalty 3296.608105 = -2617541.013855
  nChanged 61
		SP:Iteration 46Q (73632.490000 sec): 3 clusters
  Score: Raw -2620854.794478 + Penalty 3296.608105 = -2617558.186372
  nChanged 64
		SP:Iteration 47Q (73632.780000 sec): 3 clusters
  Score: Raw -2620875.180364 + Penalty 3296.608105 = -2617578.572258
  nChanged 66
		SP:Iteration 48Q (73633.090000 sec): 3 clusters
  Score: Raw -2620899.888760 + Penalty 3296.608105 = -2617603.280654
  nChanged 64
		SP:Iteration 49Q (73633.410000 sec): 3 clusters
  Score: Raw -2620920.590441 + Penalty 3296.608105 = -2617623.982335
  nChanged 58
		SP:Iteration 50Q (73633.730000 sec): 3 clusters
  Score: Raw -2620938.874137 + Penalty 3296.608105 = -2617642.266031
  nChanged 67
		SP:Iteration 51Q (73634.070000 sec): 3 clusters
  Score: Raw -2620959.784211 + Penalty 3296.608105 = -2617663.176106
  nChanged 67
		SP:Iteration 52Q (73634.400000 sec): 3 clusters
  Score: Raw -2620985.220151 + Penalty 3296.608105 = -2617688.612045
  nChanged 71
		SP:Iteration 53Q (73634.720000 sec): 3 clusters
  Score: Raw -2621005.918811 + Penalty 3296.608105 = -2617709.310705
  nChanged 51
		SP:Iteration 54Q (73635.070000 sec): 3 clusters
  Score: Raw -2621025.062105 + Penalty 3296.608105 = -2617728.454000
  nChanged 48
		SP:Iteration 55Q (73635.410000 sec): 3 clusters
  Score: Raw -2621041.095415 + Penalty 3296.608105 = -2617744.487310
  nChanged 57
		SP:Iteration 56Q (73635.730000 sec): 3 clusters
  Score: Raw -2621056.051512 + Penalty 3296.608105 = -2617759.443407
  nChanged 44
		SP:Iteration 57Q (73636.080000 sec): 3 clusters
  Score: Raw -2621068.369713 + Penalty 3296.608105 = -2617771.761608
  nChanged 38
		SP:Iteration 58Q (73636.420000 sec): 3 clusters
  Score: Raw -2621078.953914 + Penalty 3296.608105 = -2617782.345808
  nChanged 48
		SP:Iteration 59Q (73636.700000 sec): 3 clusters
  Score: Raw -2621094.585627 + Penalty 3296.608105 = -2617797.977522
  nChanged 51
		SP:Iteration 60F (73637.040000 sec): 3 clusters
  Score: Raw -2621106.348743 + Penalty 3296.608105 = -2617809.740638
  nChanged 48
		SP:Iteration 61Q (73637.360000 sec): 3 clusters
  Score: Raw -2621120.602832 + Penalty 3296.608105 = -2617823.994727
  nChanged 48
		SP:Iteration 62Q (73637.660000 sec): 3 clusters
  Score: Raw -2621136.822851 + Penalty 3296.608105 = -2617840.214745
  nChanged 50
		SP:Iteration 63Q (73637.960000 sec): 3 clusters
  Score: Raw -2621153.438341 + Penalty 3296.608105 = -2617856.830235
  nChanged 61
		SP:Iteration 64Q (73638.320000 sec): 3 clusters
  Score: Raw -2621172.531775 + Penalty 3296.608105 = -2617875.923670
  nChanged 56
		SP:Iteration 65Q (73638.630000 sec): 3 clusters
  Score: Raw -2621187.044206 + Penalty 3296.608105 = -2617890.436101
  nChanged 57
		SP:Iteration 66Q (73638.950000 sec): 3 clusters
  Score: Raw -2621202.676823 + Penalty 3296.608105 = -2617906.068718
  nChanged 64
		SP:Iteration 67Q (73639.290000 sec): 3 clusters
  Score: Raw -2621216.922321 + Penalty 3296.608105 = -2617920.314216
  nChanged 42
		SP:Iteration 68Q (73639.610000 sec): 3 clusters
  Score: Raw -2621226.668820 + Penalty 3296.608105 = -2617930.060714
  nChanged 40
		SP:Iteration 69Q (73639.910000 sec): 3 clusters
  Score: Raw -2621236.570664 + Penalty 3296.608105 = -2617939.962559
  nChanged 49
		SP:Iteration 70Q (73640.240000 sec): 3 clusters
  Score: Raw -2621248.696655 + Penalty 3296.608105 = -2617952.088550
  nChanged 43
		SP:Iteration 71Q (73640.580000 sec): 3 clusters
  Score: Raw -2621258.823709 + Penalty 3296.608105 = -2617962.215604
  nChanged 34
		SP:Iteration 72Q (73640.920000 sec): 3 clusters
  Score: Raw -2621268.776059 + Penalty 3296.608105 = -2617972.167954
  nChanged 35
		SP:Iteration 73Q (73641.220000 sec): 3 clusters
  Score: Raw -2621280.557997 + Penalty 3296.608105 = -2617983.949891
  nChanged 40
		SP:Iteration 74Q (73641.590000 sec): 3 clusters
  Score: Raw -2621290.905607 + Penalty 3296.608105 = -2617994.297502
  nChanged 26
		SP:Iteration 75Q (73641.920000 sec): 3 clusters
  Score: Raw -2621296.652911 + Penalty 3296.608105 = -2618000.044806
  nChanged 13
		SP:Iteration 76Q (73642.200000 sec): 3 clusters
  Score: Raw -2621299.262540 + Penalty 3296.608105 = -2618002.654434
  nChanged 15
		SP:Iteration 77Q (73642.570000 sec): 3 clusters
  Score: Raw -2621303.416214 + Penalty 3296.608105 = -2618006.808109
  nChanged 19
		SP:Iteration 78Q (73642.850000 sec): 3 clusters
  Score: Raw -2621307.517163 + Penalty 3296.608105 = -2618010.909058
  nChanged 19
		SP:Iteration 79Q (73643.200000 sec): 3 clusters
  Score: Raw -2621310.984364 + Penalty 3296.608105 = -2618014.376259
  nChanged 13
		SP:Iteration 80F (73643.520000 sec): 3 clusters
  Score: Raw -2621313.499796 + Penalty 3296.608105 = -2618016.891691
  nChanged 11
		SP:Iteration 81Q (73643.850000 sec): 3 clusters
  Score: Raw -2621315.208561 + Penalty 3296.608105 = -2618018.600456
  nChanged 7
		SP:Iteration 82Q (73644.170000 sec): 3 clusters
  Score: Raw -2621316.704628 + Penalty 3296.608105 = -2618020.096523
  nChanged 7
		SP:Iteration 83Q (73644.500000 sec): 3 clusters
  Score: Raw -2621318.351917 + Penalty 3296.608105 = -2618021.743812
  nChanged 4
		SP:Iteration 84Q (73644.840000 sec): 3 clusters
  Score: Raw -2621319.087842 + Penalty 3296.608105 = -2618022.479736
  nChanged 4
		SP:Iteration 85Q (73645.170000 sec): 3 clusters
  Score: Raw -2621319.985679 + Penalty 3296.608105 = -2618023.377573
  nChanged 5
		SP:Iteration 86Q (73645.430000 sec): 3 clusters
  Score: Raw -2621320.621490 + Penalty 3296.608105 = -2618024.013385
  nChanged 3
		SP:Iteration 87Q (73645.720000 sec): 3 clusters
  Score: Raw -2621320.965000 + Penalty 3296.608105 = -2618024.356895
  nChanged 1
		SP:Iteration 88Q (73646.040000 sec): 3 clusters
  Score: Raw -2621321.149597 + Penalty 3296.608105 = -2618024.541491
  nChanged 2
		SP:Iteration 89Q (73646.370000 sec): 3 clusters
  Score: Raw -2621321.416550 + Penalty 3296.608105 = -2618024.808445
  nChanged 1
		SP:Iteration 90Q (73646.710000 sec): 3 clusters
  Score: Raw -2621321.561607 + Penalty 3296.608105 = -2618024.953501
  nChanged 2
		SP:Iteration 91Q (73647.030000 sec): 3 clusters
  Score: Raw -2621321.903266 + Penalty 3296.608105 = -2618025.295161
  nChanged 2
		SP:Iteration 92Q (73647.290000 sec): 3 clusters
  Score: Raw -2621322.207619 + Penalty 3296.608105 = -2618025.599514
  nChanged 2
		SP:Iteration 93Q (73647.600000 sec): 3 clusters
  Score: Raw -2621322.577221 + Penalty 3296.608105 = -2618025.969116
  nChanged 2
		SP:Iteration 94Q (73647.940000 sec): 3 clusters
  Score: Raw -2621322.772138 + Penalty 3296.608105 = -2618026.164032
  nChanged 2
		SP:Iteration 95Q (73648.270000 sec): 3 clusters
  Score: Raw -2621323.090542 + Penalty 3296.608105 = -2618026.482437
  nChanged 3
		SP:Iteration 96Q (73648.690000 sec): 3 clusters
  Score: Raw -2621323.585912 + Penalty 3296.608105 = -2618026.977807
  nChanged 2
		SP:Iteration 97Q (73649.000000 sec): 3 clusters
  Score: Raw -2621323.772834 + Penalty 3296.608105 = -2618027.164729
  nChanged 1
		SP:Iteration 98Q (73649.330000 sec): 3 clusters
  Score: Raw -2621323.869621 + Penalty 3296.608105 = -2618027.261515
  nChanged 0
		SP:Iteration 99F (73649.680000 sec): 3 clusters
  Score: Raw -2621323.869621 + Penalty 3296.608105 = -2618027.261515
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (4551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73649.810000 sec): 2 clusters
  Score: Raw -420721.799269 + Penalty 1368.754119 = -419353.045151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73650.050000 sec): 3 clusters
  Score: Raw -418828.530416 + Penalty 2737.508237 = -416091.022179
  nChanged 1924
		SP:Iteration 1F (73650.300000 sec): 3 clusters
  Score: Raw -423435.866580 + Penalty 2737.508237 = -420698.358343
  nChanged 924
		SP:Iteration 2F (73650.470000 sec): 3 clusters
  Score: Raw -426471.247555 + Penalty 2737.508237 = -423733.739318
  nChanged 462
		SP:Iteration 3F (73650.620000 sec): 3 clusters
  Score: Raw -428643.108118 + Penalty 2737.508237 = -425905.599881
  nChanged 183
		SP:Iteration 4Q (73650.780000 sec): 3 clusters
  Score: Raw -429567.383944 + Penalty 2737.508237 = -426829.875707
  nChanged 164
		SP:Iteration 5Q (73650.960000 sec): 3 clusters
  Score: Raw -430094.894314 + Penalty 2737.508237 = -427357.386077
  nChanged 159
		SP:Iteration 6Q (73651.140000 sec): 3 clusters
  Score: Raw -430650.307257 + Penalty 2737.508237 = -427912.799020
  nChanged 156
		SP:Iteration 7Q (73651.320000 sec): 3 clusters
  Score: Raw -431363.795978 + Penalty 2737.508237 = -428626.287740
  nChanged 193
		SP:Iteration 8Q (73651.530000 sec): 3 clusters
  Score: Raw -432046.273151 + Penalty 2737.508237 = -429308.764914
  nChanged 125
		SP:Iteration 9Q (73651.720000 sec): 3 clusters
  Score: Raw -432400.898084 + Penalty 2737.508237 = -429663.389847
  nChanged 25
		SP:Iteration 10Q (73651.900000 sec): 3 clusters
  Score: Raw -432457.552204 + Penalty 2737.508237 = -429720.043966
  nChanged 5
		SP:Iteration 11Q (73652.080000 sec): 3 clusters
  Score: Raw -432471.699591 + Penalty 2737.508237 = -429734.191354
  nChanged 3
		SP:Iteration 12Q (73652.240000 sec): 3 clusters
  Score: Raw -432502.490970 + Penalty 2737.508237 = -429764.982733
  nChanged 2
		SP:Iteration 13Q (73652.420000 sec): 3 clusters
  Score: Raw -432510.784254 + Penalty 2737.508237 = -429773.276017
  nChanged 4
		SP:Iteration 14Q (73652.640000 sec): 3 clusters
  Score: Raw -432516.098098 + Penalty 2737.508237 = -429778.589861
  nChanged 5
		SP:Iteration 15Q (73652.860000 sec): 3 clusters
  Score: Raw -432519.420128 + Penalty 2737.508237 = -429781.911891
  nChanged 2
		SP:Iteration 16Q (73653.060000 sec): 3 clusters
  Score: Raw -432521.797127 + Penalty 2737.508237 = -429784.288889
  nChanged 2
		SP:Iteration 17Q (73653.210000 sec): 3 clusters
  Score: Raw -432523.542878 + Penalty 2737.508237 = -429786.034641
  nChanged 3
		SP:Iteration 18Q (73653.430000 sec): 3 clusters
  Score: Raw -432525.411699 + Penalty 2737.508237 = -429787.903462
  nChanged 1
		SP:Iteration 19Q (73653.640000 sec): 3 clusters
  Score: Raw -432525.549457 + Penalty 2737.508237 = -429788.041220
  nChanged 0
		SP:Iteration 20F (73653.810000 sec): 3 clusters
  Score: Raw -432558.026082 + Penalty 2737.508237 = -429820.517845
  nChanged 4
		SP:Iteration 21Q (73653.990000 sec): 3 clusters
  Score: Raw -432593.749911 + Penalty 2737.508237 = -429856.241674
  nChanged 7
		SP:Iteration 22Q (73654.170000 sec): 3 clusters
  Score: Raw -432602.881250 + Penalty 2737.508237 = -429865.373013
  nChanged 5
		SP:Iteration 23Q (73654.350000 sec): 3 clusters
  Score: Raw -432605.604109 + Penalty 2737.508237 = -429868.095872
  nChanged 2
		SP:Iteration 24Q (73654.550000 sec): 3 clusters
  Score: Raw -432606.505866 + Penalty 2737.508237 = -429868.997629
  nChanged 1
		SP:Iteration 25Q (73654.740000 sec): 3 clusters
  Score: Raw -432608.819892 + Penalty 2737.508237 = -429871.311655
  nChanged 1
		SP:Iteration 26Q (73654.940000 sec): 3 clusters
  Score: Raw -432609.506306 + Penalty 2737.508237 = -429871.998069
  nChanged 1
		SP:Iteration 27Q (73655.130000 sec): 3 clusters
  Score: Raw -432610.133642 + Penalty 2737.508237 = -429872.625405
  nChanged 0
		SP:Iteration 28F (73655.330000 sec): 3 clusters
  Score: Raw -432610.133642 + Penalty 2737.508237 = -429872.625405
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 24.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (443443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73657.790000 sec): 2 clusters
  Score: Raw -46262626.205398 + Penalty 2112.877739 = -46260513.327659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73660.190000 sec): 3 clusters
  Score: Raw -45964166.196726 + Penalty 4225.755479 = -45959940.441248
  nChanged 217338
		SP:Iteration 1F (73662.760000 sec): 3 clusters
  Score: Raw -46097354.162398 + Penalty 4225.755479 = -46093128.406919
  nChanged 18479
		SP:Iteration 2Q (73665.530000 sec): 3 clusters
  Score: Raw -46103883.162292 + Penalty 4225.755479 = -46099657.406813
  nChanged 23960
		SP:Iteration 3F (73668.430000 sec): 3 clusters
  Score: Raw -46115067.857751 + Penalty 4225.755479 = -46110842.102273
  nChanged 29505
		SP:Iteration 4F (73670.780000 sec): 3 clusters
  Score: Raw -46132133.236072 + Penalty 4225.755479 = -46127907.480593
  nChanged 33682
		SP:Iteration 5F (73673.230000 sec): 3 clusters
  Score: Raw -46155840.560590 + Penalty 4225.755479 = -46151614.805111
  nChanged 34833
		SP:Iteration 6F (73676.080000 sec): 3 clusters
  Score: Raw -46184253.664405 + Penalty 4225.755479 = -46180027.908926
  nChanged 32039
		SP:Iteration 7F (73678.510000 sec): 3 clusters
  Score: Raw -46212632.273830 + Penalty 4225.755479 = -46208406.518351
  nChanged 25089
		SP:Iteration 8F (73681.020000 sec): 3 clusters
  Score: Raw -46235710.839957 + Penalty 4225.755479 = -46231485.084478
  nChanged 16058
		SP:Iteration 9Q (73683.740000 sec): 3 clusters
  Score: Raw -46250560.247890 + Penalty 4225.755479 = -46246334.492411
  nChanged 8403
		SP:Iteration 10Q (73685.940000 sec): 3 clusters
  Score: Raw -46258117.192141 + Penalty 4225.755479 = -46253891.436662
  nChanged 3538
		SP:Iteration 11Q (73688.100000 sec): 3 clusters
  Score: Raw -46261201.856771 + Penalty 4225.755479 = -46256976.101292
  nChanged 1286
		SP:Iteration 12Q (73690.300000 sec): 3 clusters
  Score: Raw -46262366.356744 + Penalty 4225.755479 = -46258140.601265
  nChanged 440
		SP:Iteration 13Q (73692.180000 sec): 3 clusters
  Score: Raw -46262808.570939 + Penalty 4225.755479 = -46258582.815460
  nChanged 267
		SP:Iteration 14Q (73694.410000 sec): 3 clusters
  Score: Raw -46263026.592285 + Penalty 4225.755479 = -46258800.836806
  nChanged 185
		SP:Iteration 15Q (73696.490000 sec): 3 clusters
  Score: Raw -46263144.985251 + Penalty 4225.755479 = -46258919.229773
  nChanged 121
		SP:Iteration 16Q (73698.620000 sec): 3 clusters
  Score: Raw -46263212.668862 + Penalty 4225.755479 = -46258986.913384
  nChanged 106
		SP:Iteration 17Q (73701.050000 sec): 3 clusters
  Score: Raw -46263267.419960 + Penalty 4225.755479 = -46259041.664482
  nChanged 102
		SP:Iteration 18Q (73703.370000 sec): 3 clusters
  Score: Raw -46263339.664145 + Penalty 4225.755479 = -46259113.908666
  nChanged 104
		SP:Iteration 19Q (73705.620000 sec): 3 clusters
  Score: Raw -46263394.313431 + Penalty 4225.755479 = -46259168.557953
  nChanged 98
		SP:Iteration 20F (73708.950000 sec): 3 clusters
  Score: Raw -46263434.554841 + Penalty 4225.755479 = -46259208.799362
  nChanged 82
		SP:Iteration 21Q (73711.630000 sec): 3 clusters
  Score: Raw -46263465.223838 + Penalty 4225.755479 = -46259239.468359
  nChanged 63
		SP:Iteration 22Q (73713.930000 sec): 3 clusters
  Score: Raw -46263488.186322 + Penalty 4225.755479 = -46259262.430843
  nChanged 54
		SP:Iteration 23Q (73716.250000 sec): 3 clusters
  Score: Raw -46263510.441813 + Penalty 4225.755479 = -46259284.686335
  nChanged 64
		SP:Iteration 24Q (73718.370000 sec): 3 clusters
  Score: Raw -46263535.272104 + Penalty 4225.755479 = -46259309.516626
  nChanged 57
		SP:Iteration 25Q (73720.570000 sec): 3 clusters
  Score: Raw -46263557.152999 + Penalty 4225.755479 = -46259331.397521
  nChanged 48
		SP:Iteration 26Q (73722.620000 sec): 3 clusters
  Score: Raw -46263574.182816 + Penalty 4225.755479 = -46259348.427338
  nChanged 53
		SP:Iteration 27Q (73724.700000 sec): 3 clusters
  Score: Raw -46263592.246409 + Penalty 4225.755479 = -46259366.490931
  nChanged 44
		SP:Iteration 28Q (73726.980000 sec): 3 clusters
  Score: Raw -46263607.015792 + Penalty 4225.755479 = -46259381.260314
  nChanged 43
		SP:Iteration 29Q (73729.110000 sec): 3 clusters
  Score: Raw -46263620.345650 + Penalty 4225.755479 = -46259394.590172
  nChanged 42
		SP:Iteration 30Q (73731.150000 sec): 3 clusters
  Score: Raw -46263630.662513 + Penalty 4225.755479 = -46259404.907035
  nChanged 34
		SP:Iteration 31Q (73733.370000 sec): 3 clusters
  Score: Raw -46263639.531322 + Penalty 4225.755479 = -46259413.775843
  nChanged 35
		SP:Iteration 32Q (73735.550000 sec): 3 clusters
  Score: Raw -46263652.324099 + Penalty 4225.755479 = -46259426.568620
  nChanged 33
		SP:Iteration 33Q (73737.630000 sec): 3 clusters
  Score: Raw -46263660.604174 + Penalty 4225.755479 = -46259434.848696
  nChanged 29
		SP:Iteration 34Q (73739.700000 sec): 3 clusters
  Score: Raw -46263669.536036 + Penalty 4225.755479 = -46259443.780558
  nChanged 27
		SP:Iteration 35Q (73742.090000 sec): 3 clusters
  Score: Raw -46263676.561578 + Penalty 4225.755479 = -46259450.806099
  nChanged 24
		SP:Iteration 36Q (73744.120000 sec): 3 clusters
  Score: Raw -46263682.660146 + Penalty 4225.755479 = -46259456.904668
  nChanged 25
		SP:Iteration 37Q (73746.220000 sec): 3 clusters
  Score: Raw -46263687.682528 + Penalty 4225.755479 = -46259461.927050
  nChanged 21
		SP:Iteration 38Q (73748.390000 sec): 3 clusters
  Score: Raw -46263691.735726 + Penalty 4225.755479 = -46259465.980248
  nChanged 16
		SP:Iteration 39Q (73750.630000 sec): 3 clusters
  Score: Raw -46263695.614540 + Penalty 4225.755479 = -46259469.859061
  nChanged 17
		SP:Iteration 40F (73753.300000 sec): 3 clusters
  Score: Raw -46263699.353059 + Penalty 4225.755479 = -46259473.597580
  nChanged 12
		SP:Iteration 41Q (73755.710000 sec): 3 clusters
  Score: Raw -46263701.693145 + Penalty 4225.755479 = -46259475.937666
  nChanged 12
		SP:Iteration 42Q (73757.980000 sec): 3 clusters
  Score: Raw -46263704.413261 + Penalty 4225.755479 = -46259478.657783
  nChanged 11
		SP:Iteration 43Q (73760.200000 sec): 3 clusters
  Score: Raw -46263706.341205 + Penalty 4225.755479 = -46259480.585726
  nChanged 4
		SP:Iteration 44Q (73762.580000 sec): 3 clusters
  Score: Raw -46263706.967617 + Penalty 4225.755479 = -46259481.212139
  nChanged 8
		SP:Iteration 45Q (73764.840000 sec): 3 clusters
  Score: Raw -46263708.641657 + Penalty 4225.755479 = -46259482.886178
  nChanged 5
		SP:Iteration 46Q (73766.960000 sec): 3 clusters
  Score: Raw -46263709.188805 + Penalty 4225.755479 = -46259483.433326
  nChanged 3
		SP:Iteration 47Q (73769.130000 sec): 3 clusters
  Score: Raw -46263709.481917 + Penalty 4225.755479 = -46259483.726438
  nChanged 1
		SP:Iteration 48Q (73771.170000 sec): 3 clusters
  Score: Raw -46263709.702736 + Penalty 4225.755479 = -46259483.947258
  nChanged 0
		SP:Iteration 49F (73773.780000 sec): 3 clusters
  Score: Raw -46263709.702736 + Penalty 4225.755479 = -46259483.947258
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (243719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73775.070000 sec): 2 clusters
  Score: Raw -25514062.662756 + Penalty 2015.612820 = -25512047.049936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73777.050000 sec): 3 clusters
  Score: Raw -25352250.816487 + Penalty 4031.225640 = -25348219.590847
  nChanged 118475
		SP:Iteration 1F (73778.980000 sec): 3 clusters
  Score: Raw -25431325.733587 + Penalty 4031.225640 = -25427294.507947
  nChanged 15924
		SP:Iteration 2F (73780.500000 sec): 3 clusters
  Score: Raw -25444841.300847 + Penalty 4031.225640 = -25440810.075207
  nChanged 20394
		SP:Iteration 3F (73781.980000 sec): 3 clusters
  Score: Raw -25464298.561048 + Penalty 4031.225640 = -25460267.335408
  nChanged 21406
		SP:Iteration 4F (73783.520000 sec): 3 clusters
  Score: Raw -25481666.580984 + Penalty 4031.225640 = -25477635.355344
  nChanged 17063
		SP:Iteration 5F (73784.890000 sec): 3 clusters
  Score: Raw -25491691.406585 + Penalty 4031.225640 = -25487660.180944
  nChanged 11251
		SP:Iteration 6Q (73786.480000 sec): 3 clusters
  Score: Raw -25496785.703836 + Penalty 4031.225640 = -25492754.478195
  nChanged 7467
		SP:Iteration 7Q (73788.070000 sec): 3 clusters
  Score: Raw -25499895.264951 + Penalty 4031.225640 = -25495864.039310
  nChanged 5535
		SP:Iteration 8Q (73789.730000 sec): 3 clusters
  Score: Raw -25502257.062467 + Penalty 4031.225640 = -25498225.836827
  nChanged 4580
		SP:Iteration 9Q (73791.110000 sec): 3 clusters
  Score: Raw -25504106.743504 + Penalty 4031.225640 = -25500075.517864
  nChanged 4233
		SP:Iteration 10Q (73792.650000 sec): 3 clusters
  Score: Raw -25505926.656852 + Penalty 4031.225640 = -25501895.431212
  nChanged 4234
		SP:Iteration 11Q (73794.160000 sec): 3 clusters
  Score: Raw -25507733.441528 + Penalty 4031.225640 = -25503702.215887
  nChanged 4164
		SP:Iteration 12Q (73795.580000 sec): 3 clusters
  Score: Raw -25509465.494795 + Penalty 4031.225640 = -25505434.269155
  nChanged 4221
		SP:Iteration 13Q (73797.040000 sec): 3 clusters
  Score: Raw -25511201.831454 + Penalty 4031.225640 = -25507170.605813
  nChanged 4201
		SP:Iteration 14Q (73798.510000 sec): 3 clusters
  Score: Raw -25512959.597331 + Penalty 4031.225640 = -25508928.371690
  nChanged 4251
		SP:Iteration 15Q (73799.980000 sec): 3 clusters
  Score: Raw -25514813.238466 + Penalty 4031.225640 = -25510782.012826
  nChanged 4232
		SP:Iteration 16Q (73801.340000 sec): 3 clusters
  Score: Raw -25516776.040803 + Penalty 4031.225640 = -25512744.815162
  nChanged 4130
		SP:Iteration 17Q (73802.840000 sec): 3 clusters
  Score: Raw -25518890.125550 + Penalty 4031.225640 = -25514858.899910
  nChanged 4026
		SP:Iteration 18Q (73804.420000 sec): 3 clusters
  Score: Raw -25521214.966855 + Penalty 4031.225640 = -25517183.741215
  nChanged 3919
		SP:Iteration 19Q (73805.940000 sec): 3 clusters
  Score: Raw -25523670.447602 + Penalty 4031.225640 = -25519639.221962
  nChanged 3560
		SP:Iteration 20F (73807.480000 sec): 3 clusters
  Score: Raw -25526160.083117 + Penalty 4031.225640 = -25522128.857477
  nChanged 3161
		SP:Iteration 21Q (73808.840000 sec): 3 clusters
  Score: Raw -25528655.653145 + Penalty 4031.225640 = -25524624.427504
  nChanged 2795
		SP:Iteration 22Q (73810.250000 sec): 3 clusters
  Score: Raw -25531214.507164 + Penalty 4031.225640 = -25527183.281524
  nChanged 2342
		SP:Iteration 23Q (73811.650000 sec): 3 clusters
  Score: Raw -25533539.778965 + Penalty 4031.225640 = -25529508.553324
  nChanged 2015
		SP:Iteration 24Q (73813.050000 sec): 3 clusters
  Score: Raw -25535452.768352 + Penalty 4031.225640 = -25531421.542712
  nChanged 1442
		SP:Iteration 25Q (73814.560000 sec): 3 clusters
  Score: Raw -25536419.221152 + Penalty 4031.225640 = -25532387.995511
  nChanged 1027
		SP:Iteration 26Q (73815.870000 sec): 3 clusters
  Score: Raw -25536820.003067 + Penalty 4031.225640 = -25532788.777427
  nChanged 638
		SP:Iteration 27Q (73817.160000 sec): 3 clusters
  Score: Raw -25536959.793542 + Penalty 4031.225640 = -25532928.567902
  nChanged 437
		SP:Iteration 28Q (73818.370000 sec): 3 clusters
  Score: Raw -25537022.162274 + Penalty 4031.225640 = -25532990.936634
  nChanged 290
		SP:Iteration 29Q (73819.570000 sec): 3 clusters
  Score: Raw -25537050.862917 + Penalty 4031.225640 = -25533019.637277
  nChanged 207
		SP:Iteration 30Q (73820.890000 sec): 3 clusters
  Score: Raw -25537065.700632 + Penalty 4031.225640 = -25533034.474991
  nChanged 146
		SP:Iteration 31Q (73822.250000 sec): 3 clusters
  Score: Raw -25537073.230847 + Penalty 4031.225640 = -25533042.005206
  nChanged 93
		SP:Iteration 32Q (73823.660000 sec): 3 clusters
  Score: Raw -25537076.772808 + Penalty 4031.225640 = -25533045.547168
  nChanged 70
		SP:Iteration 33Q (73825.080000 sec): 3 clusters
  Score: Raw -25537079.187107 + Penalty 4031.225640 = -25533047.961467
  nChanged 50
		SP:Iteration 34Q (73826.520000 sec): 3 clusters
  Score: Raw -25537080.697642 + Penalty 4031.225640 = -25533049.472002
  nChanged 32
		SP:Iteration 35Q (73827.970000 sec): 3 clusters
  Score: Raw -25537081.385612 + Penalty 4031.225640 = -25533050.159971
  nChanged 31
		SP:Iteration 36Q (73829.330000 sec): 3 clusters
  Score: Raw -25537081.999889 + Penalty 4031.225640 = -25533050.774248
  nChanged 23
		SP:Iteration 37Q (73830.700000 sec): 3 clusters
  Score: Raw -25537082.393570 + Penalty 4031.225640 = -25533051.167929
  nChanged 19
		SP:Iteration 38Q (73832.020000 sec): 3 clusters
  Score: Raw -25537082.728786 + Penalty 4031.225640 = -25533051.503146
  nChanged 9
		SP:Iteration 39Q (73833.320000 sec): 3 clusters
  Score: Raw -25537082.863883 + Penalty 4031.225640 = -25533051.638243
  nChanged 7
		SP:Iteration 40F (73834.960000 sec): 3 clusters
  Score: Raw -25537082.974146 + Penalty 4031.225640 = -25533051.748505
  nChanged 6
		SP:Iteration 41Q (73836.360000 sec): 3 clusters
  Score: Raw -25537083.076901 + Penalty 4031.225640 = -25533051.851261
  nChanged 7
		SP:Iteration 42Q (73837.710000 sec): 3 clusters
  Score: Raw -25537083.241110 + Penalty 4031.225640 = -25533052.015469
  nChanged 10
		SP:Iteration 43Q (73839.220000 sec): 3 clusters
  Score: Raw -25537083.422357 + Penalty 4031.225640 = -25533052.196717
  nChanged 10
		SP:Iteration 44Q (73840.570000 sec): 3 clusters
  Score: Raw -25537083.682183 + Penalty 4031.225640 = -25533052.456542
  nChanged 9
		SP:Iteration 45Q (73842.190000 sec): 3 clusters
  Score: Raw -25537083.805808 + Penalty 4031.225640 = -25533052.580168
  nChanged 3
		SP:Iteration 46Q (73843.920000 sec): 3 clusters
  Score: Raw -25537083.827718 + Penalty 4031.225640 = -25533052.602078
  nChanged 0
		SP:Iteration 47F (73845.790000 sec): 3 clusters
  Score: Raw -25537083.827718 + Penalty 4031.225640 = -25533052.602078
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 25.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (10191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73845.990000 sec): 2 clusters
  Score: Raw -984830.790374 + Penalty 1499.754792 = -983331.035582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73846.200000 sec): 3 clusters
  Score: Raw -979236.969947 + Penalty 2999.509583 = -976237.460364
  nChanged 4385
		SP:Iteration 1F (73846.380000 sec): 3 clusters
  Score: Raw -982938.401809 + Penalty 2999.509583 = -979938.892226
  nChanged 1326
		SP:Iteration 2F (73846.580000 sec): 3 clusters
  Score: Raw -985602.852834 + Penalty 2999.509583 = -982603.343251
  nChanged 1361
		SP:Iteration 3F (73846.740000 sec): 3 clusters
  Score: Raw -987860.035579 + Penalty 2999.509583 = -984860.525996
  nChanged 913
		SP:Iteration 4F (73846.980000 sec): 3 clusters
  Score: Raw -988581.571539 + Penalty 2999.509583 = -985582.061956
  nChanged 431
		SP:Iteration 5Q (73847.230000 sec): 3 clusters
  Score: Raw -988733.704297 + Penalty 2999.509583 = -985734.194713
  nChanged 154
		SP:Iteration 6Q (73847.350000 sec): 3 clusters
  Score: Raw -988771.264797 + Penalty 2999.509583 = -985771.755214
  nChanged 68
		SP:Iteration 7Q (73847.550000 sec): 3 clusters
  Score: Raw -988781.757076 + Penalty 2999.509583 = -985782.247492
  nChanged 36
		SP:Iteration 8Q (73847.760000 sec): 3 clusters
  Score: Raw -988786.233032 + Penalty 2999.509583 = -985786.723449
  nChanged 18
		SP:Iteration 9Q (73847.900000 sec): 3 clusters
  Score: Raw -988788.042032 + Penalty 2999.509583 = -985788.532448
  nChanged 15
		SP:Iteration 10Q (73848.060000 sec): 3 clusters
  Score: Raw -988789.518765 + Penalty 2999.509583 = -985790.009182
  nChanged 9
		SP:Iteration 11Q (73848.240000 sec): 3 clusters
  Score: Raw -988790.077029 + Penalty 2999.509583 = -985790.567446
  nChanged 4
		SP:Iteration 12Q (73848.400000 sec): 3 clusters
  Score: Raw -988790.446974 + Penalty 2999.509583 = -985790.937390
  nChanged 5
		SP:Iteration 13Q (73848.570000 sec): 3 clusters
  Score: Raw -988790.765868 + Penalty 2999.509583 = -985791.256285
  nChanged 3
		SP:Iteration 14Q (73848.740000 sec): 3 clusters
  Score: Raw -988791.115824 + Penalty 2999.509583 = -985791.606241
  nChanged 3
		SP:Iteration 15Q (73848.910000 sec): 3 clusters
  Score: Raw -988791.395157 + Penalty 2999.509583 = -985791.885574
  nChanged 1
		SP:Iteration 16Q (73849.200000 sec): 3 clusters
  Score: Raw -988791.477900 + Penalty 2999.509583 = -985791.968317
  nChanged 0
		SP:Iteration 17F (73849.440000 sec): 3 clusters
  Score: Raw -988791.477900 + Penalty 2999.509583 = -985791.968317
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 26.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (49465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73849.830000 sec): 2 clusters
  Score: Raw -4855572.097185 + Penalty 1756.465852 = -4853815.631333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73850.320000 sec): 3 clusters
  Score: Raw -4824326.203155 + Penalty 3512.931704 = -4820813.271451
  nChanged 23276
		SP:Iteration 1F (73850.720000 sec): 3 clusters
  Score: Raw -4839879.999218 + Penalty 3512.931704 = -4836367.067514
  nChanged 3872
		SP:Iteration 2F (73851.210000 sec): 3 clusters
  Score: Raw -4843806.826437 + Penalty 3512.931704 = -4840293.894733
  nChanged 4545
		SP:Iteration 3F (73851.730000 sec): 3 clusters
  Score: Raw -4848179.085025 + Penalty 3512.931704 = -4844666.153321
  nChanged 4435
		SP:Iteration 4F (73852.220000 sec): 3 clusters
  Score: Raw -4852052.538218 + Penalty 3512.931704 = -4848539.606514
  nChanged 3740
		SP:Iteration 5F (73852.640000 sec): 3 clusters
  Score: Raw -4855010.846213 + Penalty 3512.931704 = -4851497.914509
  nChanged 2804
		SP:Iteration 6F (73853.060000 sec): 3 clusters
  Score: Raw -4856913.078098 + Penalty 3512.931704 = -4853400.146394
  nChanged 2042
		SP:Iteration 7Q (73853.580000 sec): 3 clusters
  Score: Raw -4858088.654873 + Penalty 3512.931704 = -4854575.723169
  nChanged 1486
		SP:Iteration 8Q (73854.010000 sec): 3 clusters
  Score: Raw -4858802.806963 + Penalty 3512.931704 = -4855289.875259
  nChanged 1059
		SP:Iteration 9Q (73854.490000 sec): 3 clusters
  Score: Raw -4859192.821093 + Penalty 3512.931704 = -4855679.889389
  nChanged 774
		SP:Iteration 10Q (73854.940000 sec): 3 clusters
  Score: Raw -4859437.865933 + Penalty 3512.931704 = -4855924.934229
  nChanged 625
		SP:Iteration 11Q (73855.400000 sec): 3 clusters
  Score: Raw -4859604.945459 + Penalty 3512.931704 = -4856092.013755
  nChanged 489
		SP:Iteration 12Q (73855.840000 sec): 3 clusters
  Score: Raw -4859728.387446 + Penalty 3512.931704 = -4856215.455742
  nChanged 447
		SP:Iteration 13Q (73856.280000 sec): 3 clusters
  Score: Raw -4859830.066169 + Penalty 3512.931704 = -4856317.134465
  nChanged 392
		SP:Iteration 14Q (73856.770000 sec): 3 clusters
  Score: Raw -4859904.730895 + Penalty 3512.931704 = -4856391.799191
  nChanged 312
		SP:Iteration 15Q (73857.250000 sec): 3 clusters
  Score: Raw -4859957.397797 + Penalty 3512.931704 = -4856444.466093
  nChanged 273
		SP:Iteration 16Q (73857.690000 sec): 3 clusters
  Score: Raw -4859998.637365 + Penalty 3512.931704 = -4856485.705661
  nChanged 238
		SP:Iteration 17Q (73858.150000 sec): 3 clusters
  Score: Raw -4860032.320937 + Penalty 3512.931704 = -4856519.389233
  nChanged 212
		SP:Iteration 18Q (73858.660000 sec): 3 clusters
  Score: Raw -4860061.408063 + Penalty 3512.931704 = -4856548.476359
  nChanged 198
		SP:Iteration 19Q (73859.120000 sec): 3 clusters
  Score: Raw -4860087.438405 + Penalty 3512.931704 = -4856574.506701
  nChanged 183
		SP:Iteration 20F (73859.600000 sec): 3 clusters
  Score: Raw -4860111.892707 + Penalty 3512.931704 = -4856598.961002
  nChanged 185
		SP:Iteration 21Q (73860.050000 sec): 3 clusters
  Score: Raw -4860132.562885 + Penalty 3512.931704 = -4856619.631181
  nChanged 145
		SP:Iteration 22Q (73860.520000 sec): 3 clusters
  Score: Raw -4860148.131869 + Penalty 3512.931704 = -4856635.200165
  nChanged 148
		SP:Iteration 23Q (73861.040000 sec): 3 clusters
  Score: Raw -4860164.644343 + Penalty 3512.931704 = -4856651.712639
  nChanged 141
		SP:Iteration 24Q (73861.470000 sec): 3 clusters
  Score: Raw -4860178.910190 + Penalty 3512.931704 = -4856665.978486
  nChanged 142
		SP:Iteration 25Q (73861.930000 sec): 3 clusters
  Score: Raw -4860193.383047 + Penalty 3512.931704 = -4856680.451343
  nChanged 130
		SP:Iteration 26Q (73862.450000 sec): 3 clusters
  Score: Raw -4860206.753322 + Penalty 3512.931704 = -4856693.821618
  nChanged 128
		SP:Iteration 27Q (73862.880000 sec): 3 clusters
  Score: Raw -4860218.602707 + Penalty 3512.931704 = -4856705.671003
  nChanged 127
		SP:Iteration 28Q (73863.340000 sec): 3 clusters
  Score: Raw -4860231.109862 + Penalty 3512.931704 = -4856718.178158
  nChanged 115
		SP:Iteration 29Q (73863.840000 sec): 3 clusters
  Score: Raw -4860243.009675 + Penalty 3512.931704 = -4856730.077971
  nChanged 94
		SP:Iteration 30Q (73864.300000 sec): 3 clusters
  Score: Raw -4860254.259806 + Penalty 3512.931704 = -4856741.328102
  nChanged 103
		SP:Iteration 31Q (73864.720000 sec): 3 clusters
  Score: Raw -4860264.592704 + Penalty 3512.931704 = -4856751.661000
  nChanged 96
		SP:Iteration 32Q (73865.180000 sec): 3 clusters
  Score: Raw -4860273.112880 + Penalty 3512.931704 = -4856760.181176
  nChanged 94
		SP:Iteration 33Q (73865.640000 sec): 3 clusters
  Score: Raw -4860280.568071 + Penalty 3512.931704 = -4856767.636367
  nChanged 83
		SP:Iteration 34Q (73866.110000 sec): 3 clusters
  Score: Raw -4860288.585568 + Penalty 3512.931704 = -4856775.653864
  nChanged 95
		SP:Iteration 35Q (73866.610000 sec): 3 clusters
  Score: Raw -4860296.655630 + Penalty 3512.931704 = -4856783.723926
  nChanged 90
		SP:Iteration 36Q (73867.070000 sec): 3 clusters
  Score: Raw -4860303.571895 + Penalty 3512.931704 = -4856790.640191
  nChanged 90
		SP:Iteration 37Q (73867.520000 sec): 3 clusters
  Score: Raw -4860310.190271 + Penalty 3512.931704 = -4856797.258567
  nChanged 86
		SP:Iteration 38Q (73867.970000 sec): 3 clusters
  Score: Raw -4860316.075287 + Penalty 3512.931704 = -4856803.143583
  nChanged 76
		SP:Iteration 39Q (73868.330000 sec): 3 clusters
  Score: Raw -4860320.819245 + Penalty 3512.931704 = -4856807.887541
  nChanged 75
		SP:Iteration 40F (73868.730000 sec): 3 clusters
  Score: Raw -4860326.820441 + Penalty 3512.931704 = -4856813.888737
  nChanged 73
		SP:Iteration 41Q (73869.200000 sec): 3 clusters
  Score: Raw -4860333.348907 + Penalty 3512.931704 = -4856820.417203
  nChanged 75
		SP:Iteration 42Q (73869.620000 sec): 3 clusters
  Score: Raw -4860341.329391 + Penalty 3512.931704 = -4856828.397687
  nChanged 82
		SP:Iteration 43Q (73870.080000 sec): 3 clusters
  Score: Raw -4860350.537064 + Penalty 3512.931704 = -4856837.605360
  nChanged 88
		SP:Iteration 44Q (73870.530000 sec): 3 clusters
  Score: Raw -4860358.902568 + Penalty 3512.931704 = -4856845.970864
  nChanged 72
		SP:Iteration 45Q (73870.930000 sec): 3 clusters
  Score: Raw -4860364.293104 + Penalty 3512.931704 = -4856851.361400
  nChanged 70
		SP:Iteration 46Q (73871.340000 sec): 3 clusters
  Score: Raw -4860370.527685 + Penalty 3512.931704 = -4856857.595981
  nChanged 74
		SP:Iteration 47Q (73871.790000 sec): 3 clusters
  Score: Raw -4860377.675703 + Penalty 3512.931704 = -4856864.743999
  nChanged 77
		SP:Iteration 48Q (73872.260000 sec): 3 clusters
  Score: Raw -4860384.331000 + Penalty 3512.931704 = -4856871.399296
  nChanged 87
		SP:Iteration 49Q (73872.700000 sec): 3 clusters
  Score: Raw -4860392.292154 + Penalty 3512.931704 = -4856879.360450
  nChanged 82
		SP:Iteration 50Q (73873.140000 sec): 3 clusters
  Score: Raw -4860399.127378 + Penalty 3512.931704 = -4856886.195674
  nChanged 78
		SP:Iteration 51Q (73873.570000 sec): 3 clusters
  Score: Raw -4860405.327316 + Penalty 3512.931704 = -4856892.395612
  nChanged 74
		SP:Iteration 52Q (73874.000000 sec): 3 clusters
  Score: Raw -4860410.198190 + Penalty 3512.931704 = -4856897.266486
  nChanged 55
		SP:Iteration 53Q (73874.490000 sec): 3 clusters
  Score: Raw -4860413.750980 + Penalty 3512.931704 = -4856900.819276
  nChanged 56
		SP:Iteration 54Q (73874.960000 sec): 3 clusters
  Score: Raw -4860417.630998 + Penalty 3512.931704 = -4856904.699294
  nChanged 63
		SP:Iteration 55Q (73875.400000 sec): 3 clusters
  Score: Raw -4860422.966669 + Penalty 3512.931704 = -4856910.034965
  nChanged 62
		SP:Iteration 56Q (73875.930000 sec): 3 clusters
  Score: Raw -4860427.812238 + Penalty 3512.931704 = -4856914.880534
  nChanged 70
		SP:Iteration 57Q (73876.350000 sec): 3 clusters
  Score: Raw -4860434.291748 + Penalty 3512.931704 = -4856921.360044
  nChanged 76
		SP:Iteration 58Q (73876.830000 sec): 3 clusters
  Score: Raw -4860441.961102 + Penalty 3512.931704 = -4856929.029398
  nChanged 64
		SP:Iteration 59Q (73877.240000 sec): 3 clusters
  Score: Raw -4860448.299593 + Penalty 3512.931704 = -4856935.367889
  nChanged 75
		SP:Iteration 60F (73877.690000 sec): 3 clusters
  Score: Raw -4860456.163521 + Penalty 3512.931704 = -4856943.231817
  nChanged 93
		SP:Iteration 61Q (73878.130000 sec): 3 clusters
  Score: Raw -4860465.693632 + Penalty 3512.931704 = -4856952.761928
  nChanged 100
		SP:Iteration 62Q (73878.550000 sec): 3 clusters
  Score: Raw -4860476.469252 + Penalty 3512.931704 = -4856963.537548
  nChanged 109
		SP:Iteration 63Q (73878.960000 sec): 3 clusters
  Score: Raw -4860489.303621 + Penalty 3512.931704 = -4856976.371917
  nChanged 113
		SP:Iteration 64Q (73879.430000 sec): 3 clusters
  Score: Raw -4860503.864814 + Penalty 3512.931704 = -4856990.933110
  nChanged 109
		SP:Iteration 65Q (73879.860000 sec): 3 clusters
  Score: Raw -4860516.458281 + Penalty 3512.931704 = -4857003.526577
  nChanged 121
		SP:Iteration 66Q (73880.330000 sec): 3 clusters
  Score: Raw -4860532.775033 + Penalty 3512.931704 = -4857019.843329
  nChanged 129
		SP:Iteration 67Q (73880.800000 sec): 3 clusters
  Score: Raw -4860547.939704 + Penalty 3512.931704 = -4857035.008000
  nChanged 122
		SP:Iteration 68Q (73881.280000 sec): 3 clusters
  Score: Raw -4860559.625935 + Penalty 3512.931704 = -4857046.694231
  nChanged 88
		SP:Iteration 69Q (73881.730000 sec): 3 clusters
  Score: Raw -4860567.308761 + Penalty 3512.931704 = -4857054.377057
  nChanged 80
		SP:Iteration 70Q (73882.210000 sec): 3 clusters
  Score: Raw -4860574.397247 + Penalty 3512.931704 = -4857061.465543
  nChanged 73
		SP:Iteration 71Q (73882.660000 sec): 3 clusters
  Score: Raw -4860580.819386 + Penalty 3512.931704 = -4857067.887682
  nChanged 83
		SP:Iteration 72Q (73883.070000 sec): 3 clusters
  Score: Raw -4860587.121642 + Penalty 3512.931704 = -4857074.189938
  nChanged 78
		SP:Iteration 73Q (73883.490000 sec): 3 clusters
  Score: Raw -4860594.200934 + Penalty 3512.931704 = -4857081.269230
  nChanged 83
		SP:Iteration 74Q (73883.930000 sec): 3 clusters
  Score: Raw -4860600.788314 + Penalty 3512.931704 = -4857087.856610
  nChanged 84
		SP:Iteration 75Q (73884.420000 sec): 3 clusters
  Score: Raw -4860607.770987 + Penalty 3512.931704 = -4857094.839283
  nChanged 76
		SP:Iteration 76Q (73884.880000 sec): 3 clusters
  Score: Raw -4860615.038380 + Penalty 3512.931704 = -4857102.106676
  nChanged 90
		SP:Iteration 77Q (73885.330000 sec): 3 clusters
  Score: Raw -4860623.200904 + Penalty 3512.931704 = -4857110.269199
  nChanged 104
		SP:Iteration 78Q (73885.710000 sec): 3 clusters
  Score: Raw -4860632.721407 + Penalty 3512.931704 = -4857119.789703
  nChanged 118
		SP:Iteration 79Q (73886.140000 sec): 3 clusters
  Score: Raw -4860644.855448 + Penalty 3512.931704 = -4857131.923744
  nChanged 109
		SP:Iteration 80F (73886.550000 sec): 3 clusters
  Score: Raw -4860656.821600 + Penalty 3512.931704 = -4857143.889896
  nChanged 133
		SP:Iteration 81Q (73887.020000 sec): 3 clusters
  Score: Raw -4860673.641982 + Penalty 3512.931704 = -4857160.710278
  nChanged 122
		SP:Iteration 82Q (73887.410000 sec): 3 clusters
  Score: Raw -4860687.028274 + Penalty 3512.931704 = -4857174.096570
  nChanged 119
		SP:Iteration 83Q (73887.890000 sec): 3 clusters
  Score: Raw -4860699.289264 + Penalty 3512.931704 = -4857186.357560
  nChanged 114
		SP:Iteration 84Q (73888.300000 sec): 3 clusters
  Score: Raw -4860709.634615 + Penalty 3512.931704 = -4857196.702911
  nChanged 116
		SP:Iteration 85Q (73888.690000 sec): 3 clusters
  Score: Raw -4860720.475197 + Penalty 3512.931704 = -4857207.543493
  nChanged 97
		SP:Iteration 86Q (73889.250000 sec): 3 clusters
  Score: Raw -4860729.361840 + Penalty 3512.931704 = -4857216.430136
  nChanged 101
		SP:Iteration 87Q (73889.610000 sec): 3 clusters
  Score: Raw -4860738.926653 + Penalty 3512.931704 = -4857225.994949
  nChanged 101
		SP:Iteration 88Q (73890.030000 sec): 3 clusters
  Score: Raw -4860750.495431 + Penalty 3512.931704 = -4857237.563727
  nChanged 103
		SP:Iteration 89Q (73890.440000 sec): 3 clusters
  Score: Raw -4860761.519190 + Penalty 3512.931704 = -4857248.587486
  nChanged 103
		SP:Iteration 90Q (73890.970000 sec): 3 clusters
  Score: Raw -4860771.457682 + Penalty 3512.931704 = -4857258.525978
  nChanged 103
		SP:Iteration 91Q (73891.440000 sec): 3 clusters
  Score: Raw -4860780.007499 + Penalty 3512.931704 = -4857267.075795
  nChanged 93
		SP:Iteration 92Q (73891.880000 sec): 3 clusters
  Score: Raw -4860787.592468 + Penalty 3512.931704 = -4857274.660764
  nChanged 88
		SP:Iteration 93Q (73892.390000 sec): 3 clusters
  Score: Raw -4860795.243473 + Penalty 3512.931704 = -4857282.311769
  nChanged 84
		SP:Iteration 94Q (73892.820000 sec): 3 clusters
  Score: Raw -4860801.964385 + Penalty 3512.931704 = -4857289.032681
  nChanged 73
		SP:Iteration 95Q (73893.230000 sec): 3 clusters
  Score: Raw -4860807.684676 + Penalty 3512.931704 = -4857294.752972
  nChanged 73
		SP:Iteration 96Q (73893.730000 sec): 3 clusters
  Score: Raw -4860814.415260 + Penalty 3512.931704 = -4857301.483556
  nChanged 69
		SP:Iteration 97Q (73894.170000 sec): 3 clusters
  Score: Raw -4860819.728443 + Penalty 3512.931704 = -4857306.796739
  nChanged 62
		SP:Iteration 98Q (73894.640000 sec): 3 clusters
  Score: Raw -4860824.570338 + Penalty 3512.931704 = -4857311.638634
  nChanged 61
		SP:Iteration 99Q (73895.050000 sec): 3 clusters
  Score: Raw -4860828.328311 + Penalty 3512.931704 = -4857315.396607
  nChanged 39
		SP:Iteration 100F (73895.500000 sec): 3 clusters
  Score: Raw -4860830.179700 + Penalty 3512.931704 = -4857317.247996
  nChanged 35
		SP:Iteration 101Q (73895.950000 sec): 3 clusters
  Score: Raw -4860832.005720 + Penalty 3512.931704 = -4857319.074016
  nChanged 45
		SP:Iteration 102Q (73896.320000 sec): 3 clusters
  Score: Raw -4860834.650142 + Penalty 3512.931704 = -4857321.718438
  nChanged 45
		SP:Iteration 103Q (73896.770000 sec): 3 clusters
  Score: Raw -4860836.662085 + Penalty 3512.931704 = -4857323.730381
  nChanged 26
		SP:Iteration 104Q (73897.270000 sec): 3 clusters
  Score: Raw -4860837.456892 + Penalty 3512.931704 = -4857324.525188
  nChanged 17
		SP:Iteration 105Q (73897.670000 sec): 3 clusters
  Score: Raw -4860837.981954 + Penalty 3512.931704 = -4857325.050250
  nChanged 15
		SP:Iteration 106Q (73898.170000 sec): 3 clusters
  Score: Raw -4860838.655131 + Penalty 3512.931704 = -4857325.723427
  nChanged 17
		SP:Iteration 107Q (73898.590000 sec): 3 clusters
  Score: Raw -4860839.713396 + Penalty 3512.931704 = -4857326.781692
  nChanged 23
		SP:Iteration 108Q (73899.110000 sec): 3 clusters
  Score: Raw -4860840.824123 + Penalty 3512.931704 = -4857327.892419
  nChanged 24
		SP:Iteration 109Q (73899.570000 sec): 3 clusters
  Score: Raw -4860841.805316 + Penalty 3512.931704 = -4857328.873612
  nChanged 14
		SP:Iteration 110Q (73900.050000 sec): 3 clusters
  Score: Raw -4860842.450919 + Penalty 3512.931704 = -4857329.519215
  nChanged 18
		SP:Iteration 111Q (73900.520000 sec): 3 clusters
  Score: Raw -4860843.197788 + Penalty 3512.931704 = -4857330.266084
  nChanged 15
		SP:Iteration 112Q (73900.990000 sec): 3 clusters
  Score: Raw -4860843.850929 + Penalty 3512.931704 = -4857330.919225
  nChanged 21
		SP:Iteration 113Q (73901.470000 sec): 3 clusters
  Score: Raw -4860844.700565 + Penalty 3512.931704 = -4857331.768861
  nChanged 19
		SP:Iteration 114Q (73901.900000 sec): 3 clusters
  Score: Raw -4860845.576569 + Penalty 3512.931704 = -4857332.644865
  nChanged 20
		SP:Iteration 115Q (73902.290000 sec): 3 clusters
  Score: Raw -4860846.612587 + Penalty 3512.931704 = -4857333.680883
  nChanged 19
		SP:Iteration 116Q (73902.660000 sec): 3 clusters
  Score: Raw -4860847.746073 + Penalty 3512.931704 = -4857334.814369
  nChanged 27
		SP:Iteration 117Q (73903.060000 sec): 3 clusters
  Score: Raw -4860849.436686 + Penalty 3512.931704 = -4857336.504982
  nChanged 22
		SP:Iteration 118Q (73903.540000 sec): 3 clusters
  Score: Raw -4860850.774648 + Penalty 3512.931704 = -4857337.842944
  nChanged 23
		SP:Iteration 119Q (73903.960000 sec): 3 clusters
  Score: Raw -4860852.354039 + Penalty 3512.931704 = -4857339.422335
  nChanged 33
		SP:Iteration 120F (73904.470000 sec): 3 clusters
  Score: Raw -4860854.627611 + Penalty 3512.931704 = -4857341.695907
  nChanged 33
		SP:Iteration 121Q (73904.920000 sec): 3 clusters
  Score: Raw -4860856.698065 + Penalty 3512.931704 = -4857343.766361
  nChanged 25
		SP:Iteration 122Q (73905.400000 sec): 3 clusters
  Score: Raw -4860858.038843 + Penalty 3512.931704 = -4857345.107139
  nChanged 26
		SP:Iteration 123Q (73905.800000 sec): 3 clusters
  Score: Raw -4860859.124419 + Penalty 3512.931704 = -4857346.192715
  nChanged 16
		SP:Iteration 124Q (73906.240000 sec): 3 clusters
  Score: Raw -4860859.925323 + Penalty 3512.931704 = -4857346.993619
  nChanged 24
		SP:Iteration 125Q (73906.750000 sec): 3 clusters
  Score: Raw -4860861.421330 + Penalty 3512.931704 = -4857348.489626
  nChanged 24
		SP:Iteration 126Q (73907.180000 sec): 3 clusters
  Score: Raw -4860862.858816 + Penalty 3512.931704 = -4857349.927112
  nChanged 17
		SP:Iteration 127Q (73907.640000 sec): 3 clusters
  Score: Raw -4860863.586024 + Penalty 3512.931704 = -4857350.654320
  nChanged 16
		SP:Iteration 128Q (73908.070000 sec): 3 clusters
  Score: Raw -4860864.467150 + Penalty 3512.931704 = -4857351.535446
  nChanged 17
		SP:Iteration 129Q (73908.530000 sec): 3 clusters
  Score: Raw -4860865.225134 + Penalty 3512.931704 = -4857352.293430
  nChanged 14
		SP:Iteration 130Q (73908.990000 sec): 3 clusters
  Score: Raw -4860865.755840 + Penalty 3512.931704 = -4857352.824136
  nChanged 13
		SP:Iteration 131Q (73909.450000 sec): 3 clusters
  Score: Raw -4860866.382042 + Penalty 3512.931704 = -4857353.450338
  nChanged 13
		SP:Iteration 132Q (73909.900000 sec): 3 clusters
  Score: Raw -4860867.110291 + Penalty 3512.931704 = -4857354.178587
  nChanged 18
		SP:Iteration 133Q (73910.270000 sec): 3 clusters
  Score: Raw -4860868.060826 + Penalty 3512.931704 = -4857355.129122
  nChanged 20
		SP:Iteration 134Q (73910.650000 sec): 3 clusters
  Score: Raw -4860869.263964 + Penalty 3512.931704 = -4857356.332260
  nChanged 25
		SP:Iteration 135Q (73911.100000 sec): 3 clusters
  Score: Raw -4860870.628291 + Penalty 3512.931704 = -4857357.696587
  nChanged 23
		SP:Iteration 136Q (73911.500000 sec): 3 clusters
  Score: Raw -4860871.844725 + Penalty 3512.931704 = -4857358.913021
  nChanged 16
		SP:Iteration 137Q (73911.930000 sec): 3 clusters
  Score: Raw -4860872.719894 + Penalty 3512.931704 = -4857359.788190
  nChanged 12
		SP:Iteration 138Q (73912.380000 sec): 3 clusters
  Score: Raw -4860873.284168 + Penalty 3512.931704 = -4857360.352464
  nChanged 12
		SP:Iteration 139Q (73912.830000 sec): 3 clusters
  Score: Raw -4860873.639825 + Penalty 3512.931704 = -4857360.708121
  nChanged 8
		SP:Iteration 140F (73913.290000 sec): 3 clusters
  Score: Raw -4860874.050023 + Penalty 3512.931704 = -4857361.118319
  nChanged 5
		SP:Iteration 141Q (73913.730000 sec): 3 clusters
  Score: Raw -4860874.304859 + Penalty 3512.931704 = -4857361.373155
  nChanged 14
		SP:Iteration 142Q (73914.220000 sec): 3 clusters
  Score: Raw -4860875.197836 + Penalty 3512.931704 = -4857362.266132
  nChanged 12
		SP:Iteration 143Q (73914.600000 sec): 3 clusters
  Score: Raw -4860875.730896 + Penalty 3512.931704 = -4857362.799192
  nChanged 14
		SP:Iteration 144Q (73915.040000 sec): 3 clusters
  Score: Raw -4860876.174290 + Penalty 3512.931704 = -4857363.242586
  nChanged 11
		SP:Iteration 145Q (73915.460000 sec): 3 clusters
  Score: Raw -4860876.601516 + Penalty 3512.931704 = -4857363.669812
  nChanged 11
		SP:Iteration 146Q (73915.910000 sec): 3 clusters
  Score: Raw -4860877.115479 + Penalty 3512.931704 = -4857364.183775
  nChanged 14
		SP:Iteration 147Q (73916.310000 sec): 3 clusters
  Score: Raw -4860877.826617 + Penalty 3512.931704 = -4857364.894913
  nChanged 9
		SP:Iteration 148Q (73916.690000 sec): 3 clusters
  Score: Raw -4860878.215828 + Penalty 3512.931704 = -4857365.284124
  nChanged 6
		SP:Iteration 149Q (73917.160000 sec): 3 clusters
  Score: Raw -4860878.432243 + Penalty 3512.931704 = -4857365.500538
  nChanged 4
		SP:Iteration 150Q (73917.690000 sec): 3 clusters
  Score: Raw -4860878.558985 + Penalty 3512.931704 = -4857365.627281
  nChanged 6
		SP:Iteration 151Q (73918.180000 sec): 3 clusters
  Score: Raw -4860878.759930 + Penalty 3512.931704 = -4857365.828226
  nChanged 2
		SP:Iteration 152Q (73918.620000 sec): 3 clusters
  Score: Raw -4860878.884143 + Penalty 3512.931704 = -4857365.952439
  nChanged 2
		SP:Iteration 153Q (73919.100000 sec): 3 clusters
  Score: Raw -4860878.917792 + Penalty 3512.931704 = -4857365.986088
  nChanged 2
		SP:Iteration 154Q (73919.620000 sec): 3 clusters
  Score: Raw -4860878.944033 + Penalty 3512.931704 = -4857366.012329
  nChanged 1
		SP:Iteration 155Q (73920.080000 sec): 3 clusters
  Score: Raw -4860878.953534 + Penalty 3512.931704 = -4857366.021830
  nChanged 0
		SP:Iteration 156F (73920.570000 sec): 3 clusters
  Score: Raw -4860878.953534 + Penalty 3512.931704 = -4857366.021830
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 27.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (21087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73920.820000 sec): 2 clusters
  Score: Raw -2217908.956564 + Penalty 1617.916953 = -2216291.039611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73921.100000 sec): 3 clusters
  Score: Raw -2205438.557791 + Penalty 3235.833905 = -2202202.723886
  nChanged 9491
		SP:Iteration 1F (73921.360000 sec): 3 clusters
  Score: Raw -2213659.475968 + Penalty 3235.833905 = -2210423.642062
  nChanged 2477
		SP:Iteration 2F (73921.680000 sec): 3 clusters
  Score: Raw -2217729.248442 + Penalty 3235.833905 = -2214493.414537
  nChanged 2486
		SP:Iteration 3F (73921.980000 sec): 3 clusters
  Score: Raw -2221510.157228 + Penalty 3235.833905 = -2218274.323323
  nChanged 1909
		SP:Iteration 4F (73922.240000 sec): 3 clusters
  Score: Raw -2224287.637359 + Penalty 3235.833905 = -2221051.803454
  nChanged 1371
		SP:Iteration 5F (73922.550000 sec): 3 clusters
  Score: Raw -2226473.276292 + Penalty 3235.833905 = -2223237.442387
  nChanged 1150
		SP:Iteration 6F (73922.840000 sec): 3 clusters
  Score: Raw -2228561.151285 + Penalty 3235.833905 = -2225325.317379
  nChanged 1078
		SP:Iteration 7F (73923.220000 sec): 3 clusters
  Score: Raw -2230760.080803 + Penalty 3235.833905 = -2227524.246897
  nChanged 711
		SP:Iteration 8Q (73923.500000 sec): 3 clusters
  Score: Raw -2231478.946834 + Penalty 3235.833905 = -2228243.112929
  nChanged 272
		SP:Iteration 9Q (73923.780000 sec): 3 clusters
  Score: Raw -2231568.072848 + Penalty 3235.833905 = -2228332.238943
  nChanged 100
		SP:Iteration 10Q (73924.050000 sec): 3 clusters
  Score: Raw -2231588.626716 + Penalty 3235.833905 = -2228352.792811
  nChanged 51
		SP:Iteration 11Q (73924.330000 sec): 3 clusters
  Score: Raw -2231596.401747 + Penalty 3235.833905 = -2228360.567842
  nChanged 33
		SP:Iteration 12Q (73924.620000 sec): 3 clusters
  Score: Raw -2231600.418943 + Penalty 3235.833905 = -2228364.585038
  nChanged 18
		SP:Iteration 13Q (73924.890000 sec): 3 clusters
  Score: Raw -2231601.935330 + Penalty 3235.833905 = -2228366.101425
  nChanged 6
		SP:Iteration 14Q (73925.180000 sec): 3 clusters
  Score: Raw -2231602.149466 + Penalty 3235.833905 = -2228366.315560
  nChanged 2
		SP:Iteration 15Q (73925.470000 sec): 3 clusters
  Score: Raw -2231602.424117 + Penalty 3235.833905 = -2228366.590211
  nChanged 3
		SP:Iteration 16Q (73925.740000 sec): 3 clusters
  Score: Raw -2231602.618631 + Penalty 3235.833905 = -2228366.784726
  nChanged 1
		SP:Iteration 17Q (73926.080000 sec): 3 clusters
  Score: Raw -2231602.674298 + Penalty 3235.833905 = -2228366.840393
  nChanged 1
		SP:Iteration 18Q (73926.380000 sec): 3 clusters
  Score: Raw -2231602.701270 + Penalty 3235.833905 = -2228366.867365
  nChanged 0
		SP:Iteration 19F (73926.630000 sec): 3 clusters
  Score: Raw -2231602.701270 + Penalty 3235.833905 = -2228366.867365
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 28.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (149499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (73927.520000 sec): 2 clusters
  Score: Raw -15810022.645113 + Penalty 1936.194810 = -15808086.450303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (73928.750000 sec): 3 clusters
  Score: Raw -15711785.632780 + Penalty 3872.389619 = -15707913.243160
  nChanged 72289
		SP:Iteration 1F (73930.030000 sec): 3 clusters
  Score: Raw -15755346.912755 + Penalty 3872.389619 = -15751474.523136
  nChanged 7096
		SP:Iteration 2Q (73931.150000 sec): 3 clusters
  Score: Raw -15759130.135488 + Penalty 3872.389619 = -15755257.745869
  nChanged 9706
		SP:Iteration 3F (73932.200000 sec): 3 clusters
  Score: Raw -15765819.618629 + Penalty 3872.389619 = -15761947.229010
  nChanged 12258
		SP:Iteration 4F (73933.220000 sec): 3 clusters
  Score: Raw -15775224.819248 + Penalty 3872.389619 = -15771352.429629
  nChanged 12639
		SP:Iteration 5F (73934.220000 sec): 3 clusters
  Score: Raw -15783882.957404 + Penalty 3872.389619 = -15780010.567785
  nChanged 10391
		SP:Iteration 6F (73935.180000 sec): 3 clusters
  Score: Raw -15789682.637673 + Penalty 3872.389619 = -15785810.248053
  nChanged 7504
		SP:Iteration 7F (73936.210000 sec): 3 clusters
  Score: Raw -15792830.550126 + Penalty 3872.389619 = -15788958.160506
  nChanged 5195
		SP:Iteration 8Q (73937.330000 sec): 3 clusters
  Score: Raw -15794506.923235 + Penalty 3872.389619 = -15790634.533616
  nChanged 3859
		SP:Iteration 9Q (73938.480000 sec): 3 clusters
  Score: Raw -15795608.384638 + Penalty 3872.389619 = -15791735.995018
  nChanged 3152
		SP:Iteration 10Q (73939.500000 sec): 3 clusters
  Score: Raw -15796488.507155 + Penalty 3872.389619 = -15792616.117536
  nChanged 3129
		SP:Iteration 11Q (73940.500000 sec): 3 clusters
  Score: Raw -15797384.664022 + Penalty 3872.389619 = -15793512.274402
  nChanged 3312
		SP:Iteration 12Q (73941.540000 sec): 3 clusters
  Score: Raw -15798336.648079 + Penalty 3872.389619 = -15794464.258460
  nChanged 3594
		SP:Iteration 13Q (73942.640000 sec): 3 clusters
  Score: Raw -15799400.097660 + Penalty 3872.389619 = -15795527.708040
  nChanged 3824
		SP:Iteration 14Q (73943.620000 sec): 3 clusters
  Score: Raw -15800534.937606 + Penalty 3872.389619 = -15796662.547987
  nChanged 3929
		SP:Iteration 15Q (73944.630000 sec): 3 clusters
  Score: Raw -15801686.768089 + Penalty 3872.389619 = -15797814.378470
  nChanged 3934
		SP:Iteration 16Q (73945.640000 sec): 3 clusters
  Score: Raw -15802847.981544 + Penalty 3872.389619 = -15798975.591924
  nChanged 3993
		SP:Iteration 17Q (73946.670000 sec): 3 clusters
  Score: Raw -15804036.045567 + Penalty 3872.389619 = -15800163.655948
  nChanged 3935
		SP:Iteration 18Q (73947.560000 sec): 3 clusters
  Score: Raw -15805195.737784 + Penalty 3872.389619 = -15801323.348165
  nChanged 3847
		SP:Iteration 19Q (73948.480000 sec): 3 clusters
  Score: Raw -15806317.026781 + Penalty 3872.389619 = -15802444.637162
  nChanged 3657
		SP:Iteration 20F (73949.340000 sec): 3 clusters
  Score: Raw -15807361.103889 + Penalty 3872.389619 = -15803488.714270
  nChanged 3454
		SP:Iteration 21Q (73950.280000 sec): 3 clusters
  Score: Raw -15808309.869253 + Penalty 3872.389619 = -15804437.479634
  nChanged 3225
		SP:Iteration 22Q (73951.320000 sec): 3 clusters
  Score: Raw -15809165.189040 + Penalty 3872.389619 = -15805292.799420
  nChanged 2918
		SP:Iteration 23Q (73952.330000 sec): 3 clusters
  Score: Raw -15809897.860120 + Penalty 3872.389619 = -15806025.470501
  nChanged 2681
		SP:Iteration 24Q (73953.280000 sec): 3 clusters
  Score: Raw -15810552.307010 + Penalty 3872.389619 = -15806679.917390
  nChanged 2403
		SP:Iteration 25Q (73954.210000 sec): 3 clusters
  Score: Raw -15811103.584502 + Penalty 3872.389619 = -15807231.194882
  nChanged 2106
		SP:Iteration 26Q (73955.070000 sec): 3 clusters
  Score: Raw -15811547.104596 + Penalty 3872.389619 = -15807674.714976
  nChanged 1780
		SP:Iteration 27Q (73955.990000 sec): 3 clusters
  Score: Raw -15811889.308718 + Penalty 3872.389619 = -15808016.919099
  nChanged 1579
		SP:Iteration 28Q (73956.860000 sec): 3 clusters
  Score: Raw -15812171.714898 + Penalty 3872.389619 = -15808299.325279
  nChanged 1358
		SP:Iteration 29Q (73957.870000 sec): 3 clusters
  Score: Raw -15812393.892370 + Penalty 3872.389619 = -15808521.502750
  nChanged 1175
		SP:Iteration 30Q (73958.830000 sec): 3 clusters
  Score: Raw -15812572.247632 + Penalty 3872.389619 = -15808699.858013
  nChanged 999
		SP:Iteration 31Q (73959.870000 sec): 3 clusters
  Score: Raw -15812710.934006 + Penalty 3872.389619 = -15808838.544387
  nChanged 854
		SP:Iteration 32Q (73960.830000 sec): 3 clusters
  Score: Raw -15812817.306968 + Penalty 3872.389619 = -15808944.917348
  nChanged 729
		SP:Iteration 33Q (73961.790000 sec): 3 clusters
  Score: Raw -15812901.980659 + Penalty 3872.389619 = -15809029.591040
  nChanged 629
		SP:Iteration 34Q (73962.710000 sec): 3 clusters
  Score: Raw -15812970.489134 + Penalty 3872.389619 = -15809098.099514
  nChanged 543
		SP:Iteration 35Q (73963.710000 sec): 3 clusters
  Score: Raw -15813023.176065 + Penalty 3872.389619 = -15809150.786445
  nChanged 484
		SP:Iteration 36Q (73964.580000 sec): 3 clusters
  Score: Raw -15813068.273973 + Penalty 3872.389619 = -15809195.884353
  nChanged 414
		SP:Iteration 37Q (73965.580000 sec): 3 clusters
  Score: Raw -15813102.905655 + Penalty 3872.389619 = -15809230.516035
  nChanged 377
		SP:Iteration 38Q (73966.560000 sec): 3 clusters
  Score: Raw -15813134.863828 + Penalty 3872.389619 = -15809262.474209
  nChanged 328
		SP:Iteration 39Q (73967.510000 sec): 3 clusters
  Score: Raw -15813160.240385 + Penalty 3872.389619 = -15809287.850766
  nChanged 293
		SP:Iteration 40F (73968.540000 sec): 3 clusters
  Score: Raw -15813182.789071 + Penalty 3872.389619 = -15809310.399452
  nChanged 286
		SP:Iteration 41Q (73969.570000 sec): 3 clusters
  Score: Raw -15813204.693255 + Penalty 3872.389619 = -15809332.303636
  nChanged 247
		SP:Iteration 42Q (73970.560000 sec): 3 clusters
  Score: Raw -15813222.580093 + Penalty 3872.389619 = -15809350.190473
  nChanged 233
		SP:Iteration 43Q (73971.550000 sec): 3 clusters
  Score: Raw -15813238.713851 + Penalty 3872.389619 = -15809366.324232
  nChanged 191
		SP:Iteration 44Q (73972.470000 sec): 3 clusters
  Score: Raw -15813249.940091 + Penalty 3872.389619 = -15809377.550472
  nChanged 155
		SP:Iteration 45Q (73973.420000 sec): 3 clusters
  Score: Raw -15813259.066836 + Penalty 3872.389619 = -15809386.677217
  nChanged 151
		SP:Iteration 46Q (73974.400000 sec): 3 clusters
  Score: Raw -15813267.957131 + Penalty 3872.389619 = -15809395.567512
  nChanged 128
		SP:Iteration 47Q (73975.300000 sec): 3 clusters
  Score: Raw -15813274.784959 + Penalty 3872.389619 = -15809402.395339
  nChanged 129
		SP:Iteration 48Q (73976.220000 sec): 3 clusters
  Score: Raw -15813281.902934 + Penalty 3872.389619 = -15809409.513314
  nChanged 125
		SP:Iteration 49Q (73977.160000 sec): 3 clusters
  Score: Raw -15813288.451780 + Penalty 3872.389619 = -15809416.062161
  nChanged 102
		SP:Iteration 50Q (73978.150000 sec): 3 clusters
  Score: Raw -15813293.592200 + Penalty 3872.389619 = -15809421.202580
  nChanged 90
		SP:Iteration 51Q (73979.120000 sec): 3 clusters
  Score: Raw -15813297.050110 + Penalty 3872.389619 = -15809424.660491
  nChanged 61
		SP:Iteration 52Q (73980.120000 sec): 3 clusters
  Score: Raw -15813299.294448 + Penalty 3872.389619 = -15809426.904829
  nChanged 55
		SP:Iteration 53Q (73981.000000 sec): 3 clusters
  Score: Raw -15813301.532633 + Penalty 3872.389619 = -15809429.143013
  nChanged 47
		SP:Iteration 54Q (73982.020000 sec): 3 clusters
  Score: Raw -15813303.165769 + Penalty 3872.389619 = -15809430.776150
  nChanged 48
		SP:Iteration 55Q (73983.040000 sec): 3 clusters
  Score: Raw -15813304.883711 + Penalty 3872.389619 = -15809432.494092
  nChanged 47
		SP:Iteration 56Q (73983.910000 sec): 3 clusters
  Score: Raw -15813306.732497 + Penalty 3872.389619 = -15809434.342877
  nChanged 49
		SP:Iteration 57Q (73984.820000 sec): 3 clusters
  Score: Raw -15813308.688556 + Penalty 3872.389619 = -15809436.298937
  nChanged 51
		SP:Iteration 58Q (73985.720000 sec): 3 clusters
  Score: Raw -15813310.622854 + Penalty 3872.389619 = -15809438.233235
  nChanged 46
		SP:Iteration 59Q (73986.690000 sec): 3 clusters
  Score: Raw -15813312.203718 + Penalty 3872.389619 = -15809439.814099
  nChanged 39
		SP:Iteration 60F (73987.710000 sec): 3 clusters
  Score: Raw -15813313.393104 + Penalty 3872.389619 = -15809441.003485
  nChanged 27
		SP:Iteration 61Q (73988.610000 sec): 3 clusters
  Score: Raw -15813314.400468 + Penalty 3872.389619 = -15809442.010849
  nChanged 35
		SP:Iteration 62Q (73989.510000 sec): 3 clusters
  Score: Raw -15813315.674393 + Penalty 3872.389619 = -15809443.284774
  nChanged 33
		SP:Iteration 63Q (73990.410000 sec): 3 clusters
  Score: Raw -15813316.803286 + Penalty 3872.389619 = -15809444.413666
  nChanged 29
		SP:Iteration 64Q (73991.330000 sec): 3 clusters
  Score: Raw -15813317.646446 + Penalty 3872.389619 = -15809445.256827
  nChanged 28
		SP:Iteration 65Q (73992.230000 sec): 3 clusters
  Score: Raw -15813318.553539 + Penalty 3872.389619 = -15809446.163919
  nChanged 34
		SP:Iteration 66Q (73993.120000 sec): 3 clusters
  Score: Raw -15813319.664954 + Penalty 3872.389619 = -15809447.275335
  nChanged 31
		SP:Iteration 67Q (73994.070000 sec): 3 clusters
  Score: Raw -15813320.860844 + Penalty 3872.389619 = -15809448.471225
  nChanged 34
		SP:Iteration 68Q (73995.230000 sec): 3 clusters
  Score: Raw -15813321.975104 + Penalty 3872.389619 = -15809449.585484
  nChanged 24
		SP:Iteration 69Q (73996.330000 sec): 3 clusters
  Score: Raw -15813322.740908 + Penalty 3872.389619 = -15809450.351288
  nChanged 23
		SP:Iteration 70Q (73997.460000 sec): 3 clusters
  Score: Raw -15813323.622427 + Penalty 3872.389619 = -15809451.232807
  nChanged 26
		SP:Iteration 71Q (73998.560000 sec): 3 clusters
  Score: Raw -15813324.421836 + Penalty 3872.389619 = -15809452.032216
  nChanged 22
		SP:Iteration 72Q (73999.710000 sec): 3 clusters
  Score: Raw -15813325.033168 + Penalty 3872.389619 = -15809452.643548
  nChanged 15
		SP:Iteration 73Q (74000.800000 sec): 3 clusters
  Score: Raw -15813325.432760 + Penalty 3872.389619 = -15809453.043140
  nChanged 12
		SP:Iteration 74Q (74001.800000 sec): 3 clusters
  Score: Raw -15813325.742899 + Penalty 3872.389619 = -15809453.353280
  nChanged 13
		SP:Iteration 75Q (74002.730000 sec): 3 clusters
  Score: Raw -15813326.118800 + Penalty 3872.389619 = -15809453.729181
  nChanged 16
		SP:Iteration 76Q (74003.680000 sec): 3 clusters
  Score: Raw -15813326.537944 + Penalty 3872.389619 = -15809454.148325
  nChanged 16
		SP:Iteration 77Q (74004.670000 sec): 3 clusters
  Score: Raw -15813327.017100 + Penalty 3872.389619 = -15809454.627480
  nChanged 15
		SP:Iteration 78Q (74005.550000 sec): 3 clusters
  Score: Raw -15813327.499568 + Penalty 3872.389619 = -15809455.109949
  nChanged 12
		SP:Iteration 79Q (74006.470000 sec): 3 clusters
  Score: Raw -15813327.839910 + Penalty 3872.389619 = -15809455.450290
  nChanged 15
		SP:Iteration 80F (74007.370000 sec): 3 clusters
  Score: Raw -15813328.223110 + Penalty 3872.389619 = -15809455.833490
  nChanged 16
		SP:Iteration 81Q (74008.280000 sec): 3 clusters
  Score: Raw -15813328.613474 + Penalty 3872.389619 = -15809456.223855
  nChanged 14
		SP:Iteration 82Q (74009.190000 sec): 3 clusters
  Score: Raw -15813328.974149 + Penalty 3872.389619 = -15809456.584529
  nChanged 8
		SP:Iteration 83Q (74010.130000 sec): 3 clusters
  Score: Raw -15813329.159119 + Penalty 3872.389619 = -15809456.769499
  nChanged 7
		SP:Iteration 84Q (74010.950000 sec): 3 clusters
  Score: Raw -15813329.364013 + Penalty 3872.389619 = -15809456.974393
  nChanged 8
		SP:Iteration 85Q (74011.870000 sec): 3 clusters
  Score: Raw -15813329.550947 + Penalty 3872.389619 = -15809457.161328
  nChanged 9
		SP:Iteration 86Q (74012.810000 sec): 3 clusters
  Score: Raw -15813329.752860 + Penalty 3872.389619 = -15809457.363240
  nChanged 7
		SP:Iteration 87Q (74013.770000 sec): 3 clusters
  Score: Raw -15813329.961906 + Penalty 3872.389619 = -15809457.572287
  nChanged 11
		SP:Iteration 88Q (74014.710000 sec): 3 clusters
  Score: Raw -15813330.299387 + Penalty 3872.389619 = -15809457.909768
  nChanged 11
		SP:Iteration 89Q (74015.710000 sec): 3 clusters
  Score: Raw -15813330.641504 + Penalty 3872.389619 = -15809458.251885
  nChanged 13
		SP:Iteration 90Q (74016.690000 sec): 3 clusters
  Score: Raw -15813330.994135 + Penalty 3872.389619 = -15809458.604516
  nChanged 14
		SP:Iteration 91Q (74017.680000 sec): 3 clusters
  Score: Raw -15813331.308236 + Penalty 3872.389619 = -15809458.918617
  nChanged 7
		SP:Iteration 92Q (74018.580000 sec): 3 clusters
  Score: Raw -15813331.439468 + Penalty 3872.389619 = -15809459.049849
  nChanged 5
		SP:Iteration 93Q (74019.490000 sec): 3 clusters
  Score: Raw -15813331.530291 + Penalty 3872.389619 = -15809459.140672
  nChanged 4
		SP:Iteration 94Q (74020.370000 sec): 3 clusters
  Score: Raw -15813331.587927 + Penalty 3872.389619 = -15809459.198307
  nChanged 1
		SP:Iteration 95Q (74021.370000 sec): 3 clusters
  Score: Raw -15813331.603204 + Penalty 3872.389619 = -15809459.213585
  nChanged 0
		SP:Iteration 96F (74022.540000 sec): 3 clusters
  Score: Raw -15813331.603204 + Penalty 3872.389619 = -15809459.213585
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 29.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (22665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74022.870000 sec): 2 clusters
  Score: Raw -2080429.076898 + Penalty 1629.643789 = -2078799.433109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74023.250000 sec): 3 clusters
  Score: Raw -2066759.278694 + Penalty 3259.287578 = -2063499.991115
  nChanged 10371
		SP:Iteration 1F (74023.550000 sec): 3 clusters
  Score: Raw -2074054.193688 + Penalty 3259.287578 = -2070794.906110
  nChanged 2440
		SP:Iteration 2F (74023.960000 sec): 3 clusters
  Score: Raw -2077183.704765 + Penalty 3259.287578 = -2073924.417187
  nChanged 2746
		SP:Iteration 3F (74024.260000 sec): 3 clusters
  Score: Raw -2080570.321431 + Penalty 3259.287578 = -2077311.033853
  nChanged 2189
		SP:Iteration 4F (74024.580000 sec): 3 clusters
  Score: Raw -2082557.766025 + Penalty 3259.287578 = -2079298.478447
  nChanged 1429
		SP:Iteration 5F (74024.870000 sec): 3 clusters
  Score: Raw -2083451.886897 + Penalty 3259.287578 = -2080192.599319
  nChanged 874
		SP:Iteration 6Q (74025.140000 sec): 3 clusters
  Score: Raw -2083859.143018 + Penalty 3259.287578 = -2080599.855439
  nChanged 576
		SP:Iteration 7Q (74025.440000 sec): 3 clusters
  Score: Raw -2084074.140352 + Penalty 3259.287578 = -2080814.852774
  nChanged 356
		SP:Iteration 8Q (74025.710000 sec): 3 clusters
  Score: Raw -2084187.946471 + Penalty 3259.287578 = -2080928.658893
  nChanged 239
		SP:Iteration 9Q (74026.040000 sec): 3 clusters
  Score: Raw -2084253.817635 + Penalty 3259.287578 = -2080994.530056
  nChanged 205
		SP:Iteration 10Q (74026.340000 sec): 3 clusters
  Score: Raw -2084326.137734 + Penalty 3259.287578 = -2081066.850156
  nChanged 204
		SP:Iteration 11Q (74026.640000 sec): 3 clusters
  Score: Raw -2084399.808311 + Penalty 3259.287578 = -2081140.520733
  nChanged 206
		SP:Iteration 12Q (74026.980000 sec): 3 clusters
  Score: Raw -2084476.506235 + Penalty 3259.287578 = -2081217.218657
  nChanged 201
		SP:Iteration 13Q (74027.310000 sec): 3 clusters
  Score: Raw -2084573.812976 + Penalty 3259.287578 = -2081314.525398
  nChanged 230
		SP:Iteration 14Q (74027.630000 sec): 3 clusters
  Score: Raw -2084722.868451 + Penalty 3259.287578 = -2081463.580873
  nChanged 269
		SP:Iteration 15Q (74027.950000 sec): 3 clusters
  Score: Raw -2084907.417247 + Penalty 3259.287578 = -2081648.129669
  nChanged 311
		SP:Iteration 16Q (74028.360000 sec): 3 clusters
  Score: Raw -2085093.296693 + Penalty 3259.287578 = -2081834.009114
  nChanged 322
		SP:Iteration 17Q (74028.640000 sec): 3 clusters
  Score: Raw -2085285.086703 + Penalty 3259.287578 = -2082025.799125
  nChanged 362
		SP:Iteration 18Q (74028.960000 sec): 3 clusters
  Score: Raw -2085486.679293 + Penalty 3259.287578 = -2082227.391715
  nChanged 375
		SP:Iteration 19Q (74029.280000 sec): 3 clusters
  Score: Raw -2085695.141465 + Penalty 3259.287578 = -2082435.853887
  nChanged 370
		SP:Iteration 20F (74029.630000 sec): 3 clusters
  Score: Raw -2085918.740355 + Penalty 3259.287578 = -2082659.452777
  nChanged 381
		SP:Iteration 21Q (74029.970000 sec): 3 clusters
  Score: Raw -2086159.284101 + Penalty 3259.287578 = -2082899.996523
  nChanged 415
		SP:Iteration 22Q (74030.290000 sec): 3 clusters
  Score: Raw -2086430.375244 + Penalty 3259.287578 = -2083171.087666
  nChanged 380
		SP:Iteration 23Q (74030.630000 sec): 3 clusters
  Score: Raw -2086678.294309 + Penalty 3259.287578 = -2083419.006731
  nChanged 361
		SP:Iteration 24Q (74030.900000 sec): 3 clusters
  Score: Raw -2086915.875227 + Penalty 3259.287578 = -2083656.587649
  nChanged 299
		SP:Iteration 25Q (74031.190000 sec): 3 clusters
  Score: Raw -2087045.453512 + Penalty 3259.287578 = -2083786.165934
  nChanged 224
		SP:Iteration 26Q (74031.550000 sec): 3 clusters
  Score: Raw -2087107.840321 + Penalty 3259.287578 = -2083848.552742
  nChanged 146
		SP:Iteration 27Q (74031.850000 sec): 3 clusters
  Score: Raw -2087134.474762 + Penalty 3259.287578 = -2083875.187184
  nChanged 97
		SP:Iteration 28Q (74032.180000 sec): 3 clusters
  Score: Raw -2087148.794877 + Penalty 3259.287578 = -2083889.507299
  nChanged 64
		SP:Iteration 29Q (74032.430000 sec): 3 clusters
  Score: Raw -2087154.577997 + Penalty 3259.287578 = -2083895.290419
  nChanged 30
		SP:Iteration 30Q (74032.720000 sec): 3 clusters
  Score: Raw -2087157.002374 + Penalty 3259.287578 = -2083897.714796
  nChanged 24
		SP:Iteration 31Q (74033.010000 sec): 3 clusters
  Score: Raw -2087158.462133 + Penalty 3259.287578 = -2083899.174555
  nChanged 16
		SP:Iteration 32Q (74033.280000 sec): 3 clusters
  Score: Raw -2087159.405135 + Penalty 3259.287578 = -2083900.117557
  nChanged 15
		SP:Iteration 33Q (74033.590000 sec): 3 clusters
  Score: Raw -2087160.282643 + Penalty 3259.287578 = -2083900.995065
  nChanged 12
		SP:Iteration 34Q (74033.880000 sec): 3 clusters
  Score: Raw -2087160.862738 + Penalty 3259.287578 = -2083901.575160
  nChanged 8
		SP:Iteration 35Q (74034.190000 sec): 3 clusters
  Score: Raw -2087161.246460 + Penalty 3259.287578 = -2083901.958882
  nChanged 6
		SP:Iteration 36Q (74034.450000 sec): 3 clusters
  Score: Raw -2087161.506423 + Penalty 3259.287578 = -2083902.218845
  nChanged 4
		SP:Iteration 37Q (74034.790000 sec): 3 clusters
  Score: Raw -2087161.649123 + Penalty 3259.287578 = -2083902.361545
  nChanged 3
		SP:Iteration 38Q (74035.110000 sec): 3 clusters
  Score: Raw -2087161.742346 + Penalty 3259.287578 = -2083902.454768
  nChanged 1
		SP:Iteration 39Q (74035.340000 sec): 3 clusters
  Score: Raw -2087161.827805 + Penalty 3259.287578 = -2083902.540227
  nChanged 4
		SP:Iteration 40F (74035.660000 sec): 3 clusters
  Score: Raw -2087162.008513 + Penalty 3259.287578 = -2083902.720935
  nChanged 6
		SP:Iteration 41Q (74035.990000 sec): 3 clusters
  Score: Raw -2087162.357905 + Penalty 3259.287578 = -2083903.070327
  nChanged 3
		SP:Iteration 42Q (74036.310000 sec): 3 clusters
  Score: Raw -2087162.438608 + Penalty 3259.287578 = -2083903.151030
  nChanged 0
		SP:Iteration 43F (74036.580000 sec): 3 clusters
  Score: Raw -2087162.438608 + Penalty 3259.287578 = -2083903.151030
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 30.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (23237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74036.840000 sec): 2 clusters
  Score: Raw -2377371.395927 + Penalty 1633.693931 = -2375737.701996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74037.090000 sec): 3 clusters
  Score: Raw -2363427.091568 + Penalty 3267.387862 = -2360159.703706
  nChanged 10562
		SP:Iteration 1F (74037.410000 sec): 3 clusters
  Score: Raw -2369815.485759 + Penalty 3267.387862 = -2366548.097897
  nChanged 1861
		SP:Iteration 2F (74037.690000 sec): 3 clusters
  Score: Raw -2371357.647137 + Penalty 3267.387862 = -2368090.259275
  nChanged 2090
		SP:Iteration 3F (74037.950000 sec): 3 clusters
  Score: Raw -2373404.073764 + Penalty 3267.387862 = -2370136.685902
  nChanged 2368
		SP:Iteration 4F (74038.280000 sec): 3 clusters
  Score: Raw -2376233.778521 + Penalty 3267.387862 = -2372966.390659
  nChanged 2295
		SP:Iteration 5F (74038.610000 sec): 3 clusters
  Score: Raw -2379323.215141 + Penalty 3267.387862 = -2376055.827279
  nChanged 2014
		SP:Iteration 6F (74038.930000 sec): 3 clusters
  Score: Raw -2382462.681369 + Penalty 3267.387862 = -2379195.293507
  nChanged 1709
		SP:Iteration 7F (74039.300000 sec): 3 clusters
  Score: Raw -2384895.153271 + Penalty 3267.387862 = -2381627.765409
  nChanged 1175
		SP:Iteration 8F (74039.610000 sec): 3 clusters
  Score: Raw -2386033.585312 + Penalty 3267.387862 = -2382766.197450
  nChanged 651
		SP:Iteration 9Q (74039.950000 sec): 3 clusters
  Score: Raw -2386389.511257 + Penalty 3267.387862 = -2383122.123395
  nChanged 376
		SP:Iteration 10Q (74040.240000 sec): 3 clusters
  Score: Raw -2386547.774948 + Penalty 3267.387862 = -2383280.387086
  nChanged 246
		SP:Iteration 11Q (74040.570000 sec): 3 clusters
  Score: Raw -2386621.593627 + Penalty 3267.387862 = -2383354.205765
  nChanged 182
		SP:Iteration 12Q (74040.890000 sec): 3 clusters
  Score: Raw -2386667.135033 + Penalty 3267.387862 = -2383399.747171
  nChanged 136
		SP:Iteration 13Q (74041.150000 sec): 3 clusters
  Score: Raw -2386695.332889 + Penalty 3267.387862 = -2383427.945026
  nChanged 103
		SP:Iteration 14Q (74041.430000 sec): 3 clusters
  Score: Raw -2386710.387343 + Penalty 3267.387862 = -2383442.999481
  nChanged 70
		SP:Iteration 15Q (74041.770000 sec): 3 clusters
  Score: Raw -2386717.117508 + Penalty 3267.387862 = -2383449.729646
  nChanged 46
		SP:Iteration 16Q (74042.090000 sec): 3 clusters
  Score: Raw -2386720.466518 + Penalty 3267.387862 = -2383453.078656
  nChanged 32
		SP:Iteration 17Q (74042.400000 sec): 3 clusters
  Score: Raw -2386723.105852 + Penalty 3267.387862 = -2383455.717990
  nChanged 32
		SP:Iteration 18Q (74042.700000 sec): 3 clusters
  Score: Raw -2386726.423580 + Penalty 3267.387862 = -2383459.035718
  nChanged 34
		SP:Iteration 19Q (74043.010000 sec): 3 clusters
  Score: Raw -2386729.138550 + Penalty 3267.387862 = -2383461.750688
  nChanged 28
		SP:Iteration 20F (74043.310000 sec): 3 clusters
  Score: Raw -2386731.446495 + Penalty 3267.387862 = -2383464.058632
  nChanged 31
		SP:Iteration 21Q (74043.600000 sec): 3 clusters
  Score: Raw -2386733.791276 + Penalty 3267.387862 = -2383466.403414
  nChanged 26
		SP:Iteration 22Q (74043.910000 sec): 3 clusters
  Score: Raw -2386735.907763 + Penalty 3267.387862 = -2383468.519900
  nChanged 27
		SP:Iteration 23Q (74044.210000 sec): 3 clusters
  Score: Raw -2386737.683910 + Penalty 3267.387862 = -2383470.296048
  nChanged 24
		SP:Iteration 24Q (74044.480000 sec): 3 clusters
  Score: Raw -2386739.430616 + Penalty 3267.387862 = -2383472.042753
  nChanged 21
		SP:Iteration 25Q (74044.840000 sec): 3 clusters
  Score: Raw -2386741.184954 + Penalty 3267.387862 = -2383473.797092
  nChanged 21
		SP:Iteration 26Q (74045.130000 sec): 3 clusters
  Score: Raw -2386742.688399 + Penalty 3267.387862 = -2383475.300537
  nChanged 21
		SP:Iteration 27Q (74045.420000 sec): 3 clusters
  Score: Raw -2386744.035219 + Penalty 3267.387862 = -2383476.647357
  nChanged 11
		SP:Iteration 28Q (74045.790000 sec): 3 clusters
  Score: Raw -2386744.636370 + Penalty 3267.387862 = -2383477.248507
  nChanged 12
		SP:Iteration 29Q (74046.150000 sec): 3 clusters
  Score: Raw -2386745.348564 + Penalty 3267.387862 = -2383477.960702
  nChanged 4
		SP:Iteration 30Q (74046.500000 sec): 3 clusters
  Score: Raw -2386745.602192 + Penalty 3267.387862 = -2383478.214330
  nChanged 2
		SP:Iteration 31Q (74046.850000 sec): 3 clusters
  Score: Raw -2386745.686671 + Penalty 3267.387862 = -2383478.298808
  nChanged 6
		SP:Iteration 32Q (74047.220000 sec): 3 clusters
  Score: Raw -2386746.001106 + Penalty 3267.387862 = -2383478.613243
  nChanged 4
		SP:Iteration 33Q (74047.550000 sec): 3 clusters
  Score: Raw -2386746.203345 + Penalty 3267.387862 = -2383478.815483
  nChanged 1
		SP:Iteration 34Q (74047.900000 sec): 3 clusters
  Score: Raw -2386746.230784 + Penalty 3267.387862 = -2383478.842921
  nChanged 1
		SP:Iteration 35Q (74048.210000 sec): 3 clusters
  Score: Raw -2386746.260286 + Penalty 3267.387862 = -2383478.872424
  nChanged 2
		SP:Iteration 36Q (74048.600000 sec): 3 clusters
  Score: Raw -2386746.331935 + Penalty 3267.387862 = -2383478.944073
  nChanged 3
		SP:Iteration 37Q (74048.950000 sec): 3 clusters
  Score: Raw -2386746.473847 + Penalty 3267.387862 = -2383479.085984
  nChanged 3
		SP:Iteration 38Q (74049.250000 sec): 3 clusters
  Score: Raw -2386746.581933 + Penalty 3267.387862 = -2383479.194071
  nChanged 2
		SP:Iteration 39Q (74049.610000 sec): 3 clusters
  Score: Raw -2386746.634792 + Penalty 3267.387862 = -2383479.246930
  nChanged 4
		SP:Iteration 40F (74049.950000 sec): 3 clusters
  Score: Raw -2386746.908711 + Penalty 3267.387862 = -2383479.520849
  nChanged 5
		SP:Iteration 41Q (74050.280000 sec): 3 clusters
  Score: Raw -2386747.145967 + Penalty 3267.387862 = -2383479.758104
  nChanged 1
		SP:Iteration 42Q (74050.540000 sec): 3 clusters
  Score: Raw -2386747.209417 + Penalty 3267.387862 = -2383479.821554
  nChanged 2
		SP:Iteration 43Q (74050.920000 sec): 3 clusters
  Score: Raw -2386747.353470 + Penalty 3267.387862 = -2383479.965608
  nChanged 2
		SP:Iteration 44Q (74051.250000 sec): 3 clusters
  Score: Raw -2386747.439419 + Penalty 3267.387862 = -2383480.051557
  nChanged 1
		SP:Iteration 45Q (74051.580000 sec): 3 clusters
  Score: Raw -2386747.472965 + Penalty 3267.387862 = -2383480.085102
  nChanged 1
		SP:Iteration 46Q (74051.940000 sec): 3 clusters
  Score: Raw -2386747.494032 + Penalty 3267.387862 = -2383480.106170
  nChanged 0
		SP:Iteration 47F (74052.270000 sec): 3 clusters
  Score: Raw -2386747.494032 + Penalty 3267.387862 = -2383480.106170
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 31.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (55098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74052.690000 sec): 2 clusters
  Score: Raw -5597018.676923 + Penalty 1773.991163 = -5595244.685760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74053.240000 sec): 3 clusters
  Score: Raw -5562051.455260 + Penalty 3547.982326 = -5558503.472934
  nChanged 26011
		SP:Iteration 1F (74053.730000 sec): 3 clusters
  Score: Raw -5578956.446267 + Penalty 3547.982326 = -5575408.463941
  nChanged 4476
		SP:Iteration 2F (74054.270000 sec): 3 clusters
  Score: Raw -5584104.658090 + Penalty 3547.982326 = -5580556.675763
  nChanged 5737
		SP:Iteration 3F (74054.760000 sec): 3 clusters
  Score: Raw -5592596.831840 + Penalty 3547.982326 = -5589048.849514
  nChanged 5743
		SP:Iteration 4F (74055.230000 sec): 3 clusters
  Score: Raw -5600595.938186 + Penalty 3547.982326 = -5597047.955859
  nChanged 4721
		SP:Iteration 5F (74055.720000 sec): 3 clusters
  Score: Raw -5605222.932018 + Penalty 3547.982326 = -5601674.949691
  nChanged 3416
		SP:Iteration 6F (74056.290000 sec): 3 clusters
  Score: Raw -5607650.479649 + Penalty 3547.982326 = -5604102.497322
  nChanged 2375
		SP:Iteration 7Q (74056.760000 sec): 3 clusters
  Score: Raw -5609039.169000 + Penalty 3547.982326 = -5605491.186673
  nChanged 1869
		SP:Iteration 8Q (74057.190000 sec): 3 clusters
  Score: Raw -5610029.784650 + Penalty 3547.982326 = -5606481.802324
  nChanged 1657
		SP:Iteration 9Q (74057.700000 sec): 3 clusters
  Score: Raw -5610949.497277 + Penalty 3547.982326 = -5607401.514950
  nChanged 1562
		SP:Iteration 10Q (74058.180000 sec): 3 clusters
  Score: Raw -5612135.623845 + Penalty 3547.982326 = -5608587.641518
  nChanged 1747
		SP:Iteration 11Q (74058.670000 sec): 3 clusters
  Score: Raw -5614657.020561 + Penalty 3547.982326 = -5611109.038235
  nChanged 1930
		SP:Iteration 12Q (74059.150000 sec): 3 clusters
  Score: Raw -5618301.542221 + Penalty 3547.982326 = -5614753.559894
  nChanged 1300
		SP:Iteration 13Q (74059.660000 sec): 3 clusters
  Score: Raw -5619380.801294 + Penalty 3547.982326 = -5615832.818968
  nChanged 655
		SP:Iteration 14Q (74060.130000 sec): 3 clusters
  Score: Raw -5619549.454941 + Penalty 3547.982326 = -5616001.472615
  nChanged 274
		SP:Iteration 15Q (74060.650000 sec): 3 clusters
  Score: Raw -5619589.097981 + Penalty 3547.982326 = -5616041.115655
  nChanged 151
		SP:Iteration 16Q (74061.090000 sec): 3 clusters
  Score: Raw -5619603.099486 + Penalty 3547.982326 = -5616055.117159
  nChanged 71
		SP:Iteration 17Q (74061.650000 sec): 3 clusters
  Score: Raw -5619607.347012 + Penalty 3547.982326 = -5616059.364685
  nChanged 43
		SP:Iteration 18Q (74062.130000 sec): 3 clusters
  Score: Raw -5619609.617397 + Penalty 3547.982326 = -5616061.635070
  nChanged 27
		SP:Iteration 19Q (74062.600000 sec): 3 clusters
  Score: Raw -5619610.497808 + Penalty 3547.982326 = -5616062.515481
  nChanged 7
		SP:Iteration 20F (74063.110000 sec): 3 clusters
  Score: Raw -5619610.975780 + Penalty 3547.982326 = -5616062.993453
  nChanged 7
		SP:Iteration 21Q (74063.530000 sec): 3 clusters
  Score: Raw -5619611.190198 + Penalty 3547.982326 = -5616063.207871
  nChanged 4
		SP:Iteration 22Q (74064.040000 sec): 3 clusters
  Score: Raw -5619611.301703 + Penalty 3547.982326 = -5616063.319376
  nChanged 1
		SP:Iteration 23Q (74064.430000 sec): 3 clusters
  Score: Raw -5619611.308875 + Penalty 3547.982326 = -5616063.326548
  nChanged 0
		SP:Iteration 24F (74064.970000 sec): 3 clusters
  Score: Raw -5619611.308875 + Penalty 3547.982326 = -5616063.326548
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 32.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (20746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74065.200000 sec): 2 clusters
  Score: Raw -2206383.431528 + Penalty 1615.267670 = -2204768.163858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74065.470000 sec): 3 clusters
  Score: Raw -2193920.706316 + Penalty 3230.535339 = -2190690.170977
  nChanged 9325
		SP:Iteration 1F (74065.750000 sec): 3 clusters
  Score: Raw -2198978.703037 + Penalty 3230.535339 = -2195748.167697
  nChanged 1036
		SP:Iteration 2Q (74066.110000 sec): 3 clusters
  Score: Raw -2199384.631252 + Penalty 3230.535339 = -2196154.095913
  nChanged 1046
		SP:Iteration 3F (74066.440000 sec): 3 clusters
  Score: Raw -2199835.825963 + Penalty 3230.535339 = -2196605.290624
  nChanged 1094
		SP:Iteration 4F (74066.690000 sec): 3 clusters
  Score: Raw -2200414.203216 + Penalty 3230.535339 = -2197183.667877
  nChanged 1270
		SP:Iteration 5F (74066.980000 sec): 3 clusters
  Score: Raw -2201238.213515 + Penalty 3230.535339 = -2198007.678176
  nChanged 1418
		SP:Iteration 6F (74067.290000 sec): 3 clusters
  Score: Raw -2202345.588787 + Penalty 3230.535339 = -2199115.053448
  nChanged 1513
		SP:Iteration 7F (74067.610000 sec): 3 clusters
  Score: Raw -2203727.550406 + Penalty 3230.535339 = -2200497.015067
  nChanged 1302
		SP:Iteration 8F (74067.960000 sec): 3 clusters
  Score: Raw -2204978.118360 + Penalty 3230.535339 = -2201747.583021
  nChanged 836
		SP:Iteration 9Q (74068.290000 sec): 3 clusters
  Score: Raw -2205792.338731 + Penalty 3230.535339 = -2202561.803392
  nChanged 411
		SP:Iteration 10Q (74068.570000 sec): 3 clusters
  Score: Raw -2206216.299460 + Penalty 3230.535339 = -2202985.764121
  nChanged 167
		SP:Iteration 11Q (74068.810000 sec): 3 clusters
  Score: Raw -2206391.791592 + Penalty 3230.535339 = -2203161.256252
  nChanged 66
		SP:Iteration 12Q (74069.080000 sec): 3 clusters
  Score: Raw -2206472.400122 + Penalty 3230.535339 = -2203241.864783
  nChanged 33
		SP:Iteration 13Q (74069.410000 sec): 3 clusters
  Score: Raw -2206511.012213 + Penalty 3230.535339 = -2203280.476874
  nChanged 22
		SP:Iteration 14Q (74069.630000 sec): 3 clusters
  Score: Raw -2206538.787872 + Penalty 3230.535339 = -2203308.252533
  nChanged 14
		SP:Iteration 15Q (74069.950000 sec): 3 clusters
  Score: Raw -2206554.001189 + Penalty 3230.535339 = -2203323.465850
  nChanged 9
		SP:Iteration 16Q (74070.220000 sec): 3 clusters
  Score: Raw -2206563.590375 + Penalty 3230.535339 = -2203333.055036
  nChanged 4
		SP:Iteration 17Q (74070.470000 sec): 3 clusters
  Score: Raw -2206568.958161 + Penalty 3230.535339 = -2203338.422822
  nChanged 5
		SP:Iteration 18Q (74070.730000 sec): 3 clusters
  Score: Raw -2206574.898014 + Penalty 3230.535339 = -2203344.362675
  nChanged 4
		SP:Iteration 19Q (74070.950000 sec): 3 clusters
  Score: Raw -2206580.958131 + Penalty 3230.535339 = -2203350.422791
  nChanged 5
		SP:Iteration 20F (74071.270000 sec): 3 clusters
  Score: Raw -2206589.853203 + Penalty 3230.535339 = -2203359.317864
  nChanged 6
		SP:Iteration 21Q (74071.520000 sec): 3 clusters
  Score: Raw -2206594.726319 + Penalty 3230.535339 = -2203364.190979
  nChanged 4
		SP:Iteration 22Q (74071.770000 sec): 3 clusters
  Score: Raw -2206599.526016 + Penalty 3230.535339 = -2203368.990677
  nChanged 2
		SP:Iteration 23Q (74072.030000 sec): 3 clusters
  Score: Raw -2206602.111161 + Penalty 3230.535339 = -2203371.575822
  nChanged 0
		SP:Iteration 24F (74072.400000 sec): 3 clusters
  Score: Raw -2206602.111161 + Penalty 3230.535339 = -2203371.575822
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (109021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74073.110000 sec): 2 clusters
  Score: Raw -11481083.468982 + Penalty 1884.885568 = -11479198.583414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74074.020000 sec): 3 clusters
  Score: Raw -11410120.979946 + Penalty 3769.771136 = -11406351.208810
  nChanged 52183
		SP:Iteration 1F (74074.940000 sec): 3 clusters
  Score: Raw -11442563.610718 + Penalty 3769.771136 = -11438793.839582
  nChanged 7561
		SP:Iteration 2F (74075.880000 sec): 3 clusters
  Score: Raw -11449005.442174 + Penalty 3769.771136 = -11445235.671038
  nChanged 10844
		SP:Iteration 3F (74076.800000 sec): 3 clusters
  Score: Raw -11460486.439641 + Penalty 3769.771136 = -11456716.668504
  nChanged 11659
		SP:Iteration 4F (74077.760000 sec): 3 clusters
  Score: Raw -11471387.968737 + Penalty 3769.771136 = -11467618.197601
  nChanged 8714
		SP:Iteration 5F (74078.660000 sec): 3 clusters
  Score: Raw -11476837.395045 + Penalty 3769.771136 = -11473067.623909
  nChanged 5175
		SP:Iteration 6Q (74079.680000 sec): 3 clusters
  Score: Raw -11478736.463777 + Penalty 3769.771136 = -11474966.692641
  nChanged 2885
		SP:Iteration 7Q (74080.650000 sec): 3 clusters
  Score: Raw -11479364.010937 + Penalty 3769.771136 = -11475594.239801
  nChanged 1661
		SP:Iteration 8Q (74081.630000 sec): 3 clusters
  Score: Raw -11479610.089189 + Penalty 3769.771136 = -11475840.318053
  nChanged 1161
		SP:Iteration 9Q (74082.600000 sec): 3 clusters
  Score: Raw -11479749.348286 + Penalty 3769.771136 = -11475979.577150
  nChanged 953
		SP:Iteration 10Q (74083.420000 sec): 3 clusters
  Score: Raw -11479851.478281 + Penalty 3769.771136 = -11476081.707145
  nChanged 903
		SP:Iteration 11Q (74084.160000 sec): 3 clusters
  Score: Raw -11479950.409986 + Penalty 3769.771136 = -11476180.638850
  nChanged 907
		SP:Iteration 12Q (74084.890000 sec): 3 clusters
  Score: Raw -11480050.157238 + Penalty 3769.771136 = -11476280.386102
  nChanged 955
		SP:Iteration 13Q (74085.710000 sec): 3 clusters
  Score: Raw -11480157.156607 + Penalty 3769.771136 = -11476387.385471
  nChanged 965
		SP:Iteration 14Q (74086.510000 sec): 3 clusters
  Score: Raw -11480259.745481 + Penalty 3769.771136 = -11476489.974345
  nChanged 931
		SP:Iteration 15Q (74087.270000 sec): 3 clusters
  Score: Raw -11480358.912530 + Penalty 3769.771136 = -11476589.141394
  nChanged 930
		SP:Iteration 16Q (74088.130000 sec): 3 clusters
  Score: Raw -11480456.394247 + Penalty 3769.771136 = -11476686.623111
  nChanged 930
		SP:Iteration 17Q (74088.960000 sec): 3 clusters
  Score: Raw -11480554.057485 + Penalty 3769.771136 = -11476784.286349
  nChanged 878
		SP:Iteration 18Q (74089.770000 sec): 3 clusters
  Score: Raw -11480640.716723 + Penalty 3769.771136 = -11476870.945587
  nChanged 845
		SP:Iteration 19Q (74090.700000 sec): 3 clusters
  Score: Raw -11480720.469389 + Penalty 3769.771136 = -11476950.698253
  nChanged 843
		SP:Iteration 20F (74091.470000 sec): 3 clusters
  Score: Raw -11480801.965507 + Penalty 3769.771136 = -11477032.194371
  nChanged 866
		SP:Iteration 21Q (74092.250000 sec): 3 clusters
  Score: Raw -11480892.052298 + Penalty 3769.771136 = -11477122.281161
  nChanged 931
		SP:Iteration 22Q (74093.010000 sec): 3 clusters
  Score: Raw -11480995.371273 + Penalty 3769.771136 = -11477225.600137
  nChanged 991
		SP:Iteration 23Q (74093.810000 sec): 3 clusters
  Score: Raw -11481108.967751 + Penalty 3769.771136 = -11477339.196615
  nChanged 1033
		SP:Iteration 24Q (74094.650000 sec): 3 clusters
  Score: Raw -11481227.194238 + Penalty 3769.771136 = -11477457.423102
  nChanged 1059
		SP:Iteration 25Q (74095.430000 sec): 3 clusters
  Score: Raw -11481350.399150 + Penalty 3769.771136 = -11477580.628014
  nChanged 1039
		SP:Iteration 26Q (74096.160000 sec): 3 clusters
  Score: Raw -11481469.595349 + Penalty 3769.771136 = -11477699.824213
  nChanged 1035
		SP:Iteration 27Q (74096.890000 sec): 3 clusters
  Score: Raw -11481584.140580 + Penalty 3769.771136 = -11477814.369444
  nChanged 1003
		SP:Iteration 28Q (74097.720000 sec): 3 clusters
  Score: Raw -11481696.248216 + Penalty 3769.771136 = -11477926.477080
  nChanged 1031
		SP:Iteration 29Q (74098.530000 sec): 3 clusters
  Score: Raw -11481810.378881 + Penalty 3769.771136 = -11478040.607745
  nChanged 1002
		SP:Iteration 30Q (74099.320000 sec): 3 clusters
  Score: Raw -11481921.650718 + Penalty 3769.771136 = -11478151.879582
  nChanged 1048
		SP:Iteration 31Q (74100.080000 sec): 3 clusters
  Score: Raw -11482039.867368 + Penalty 3769.771136 = -11478270.096231
  nChanged 1025
		SP:Iteration 32Q (74100.770000 sec): 3 clusters
  Score: Raw -11482154.726103 + Penalty 3769.771136 = -11478384.954967
  nChanged 1002
		SP:Iteration 33Q (74101.560000 sec): 3 clusters
  Score: Raw -11482267.206738 + Penalty 3769.771136 = -11478497.435602
  nChanged 999
		SP:Iteration 34Q (74102.350000 sec): 3 clusters
  Score: Raw -11482381.887461 + Penalty 3769.771136 = -11478612.116325
  nChanged 1022
		SP:Iteration 35Q (74103.150000 sec): 3 clusters
  Score: Raw -11482497.968653 + Penalty 3769.771136 = -11478728.197517
  nChanged 995
		SP:Iteration 36Q (74103.930000 sec): 3 clusters
  Score: Raw -11482612.485051 + Penalty 3769.771136 = -11478842.713915
  nChanged 949
		SP:Iteration 37Q (74104.790000 sec): 3 clusters
  Score: Raw -11482720.232284 + Penalty 3769.771136 = -11478950.461148
  nChanged 981
		SP:Iteration 38Q (74105.600000 sec): 3 clusters
  Score: Raw -11482834.665747 + Penalty 3769.771136 = -11479064.894611
  nChanged 926
		SP:Iteration 39Q (74106.410000 sec): 3 clusters
  Score: Raw -11482938.358772 + Penalty 3769.771136 = -11479168.587636
  nChanged 891
		SP:Iteration 40F (74107.210000 sec): 3 clusters
  Score: Raw -11483032.843472 + Penalty 3769.771136 = -11479263.072336
  nChanged 878
		SP:Iteration 41Q (74108.010000 sec): 3 clusters
  Score: Raw -11483127.941004 + Penalty 3769.771136 = -11479358.169868
  nChanged 894
		SP:Iteration 42Q (74108.850000 sec): 3 clusters
  Score: Raw -11483227.735499 + Penalty 3769.771136 = -11479457.964363
  nChanged 877
		SP:Iteration 43Q (74109.700000 sec): 3 clusters
  Score: Raw -11483328.235170 + Penalty 3769.771136 = -11479558.464034
  nChanged 883
		SP:Iteration 44Q (74110.600000 sec): 3 clusters
  Score: Raw -11483430.574860 + Penalty 3769.771136 = -11479660.803724
  nChanged 847
		SP:Iteration 45Q (74111.420000 sec): 3 clusters
  Score: Raw -11483522.156805 + Penalty 3769.771136 = -11479752.385669
  nChanged 761
		SP:Iteration 46Q (74112.220000 sec): 3 clusters
  Score: Raw -11483596.515098 + Penalty 3769.771136 = -11479826.743962
  nChanged 695
		SP:Iteration 47Q (74113.090000 sec): 3 clusters
  Score: Raw -11483659.353363 + Penalty 3769.771136 = -11479889.582227
  nChanged 623
		SP:Iteration 48Q (74113.970000 sec): 3 clusters
  Score: Raw -11483714.854572 + Penalty 3769.771136 = -11479945.083436
  nChanged 587
		SP:Iteration 49Q (74114.770000 sec): 3 clusters
  Score: Raw -11483768.652180 + Penalty 3769.771136 = -11479998.881044
  nChanged 558
		SP:Iteration 50Q (74115.610000 sec): 3 clusters
  Score: Raw -11483813.223311 + Penalty 3769.771136 = -11480043.452175
  nChanged 514
		SP:Iteration 51Q (74116.470000 sec): 3 clusters
  Score: Raw -11483852.399727 + Penalty 3769.771136 = -11480082.628591
  nChanged 495
		SP:Iteration 52Q (74117.270000 sec): 3 clusters
  Score: Raw -11483890.329812 + Penalty 3769.771136 = -11480120.558676
  nChanged 462
		SP:Iteration 53Q (74118.090000 sec): 3 clusters
  Score: Raw -11483925.564695 + Penalty 3769.771136 = -11480155.793559
  nChanged 446
		SP:Iteration 54Q (74118.880000 sec): 3 clusters
  Score: Raw -11483957.285823 + Penalty 3769.771136 = -11480187.514687
  nChanged 404
		SP:Iteration 55Q (74119.780000 sec): 3 clusters
  Score: Raw -11483984.518173 + Penalty 3769.771136 = -11480214.747037
  nChanged 386
		SP:Iteration 56Q (74120.550000 sec): 3 clusters
  Score: Raw -11484009.944756 + Penalty 3769.771136 = -11480240.173620
  nChanged 355
		SP:Iteration 57Q (74121.370000 sec): 3 clusters
  Score: Raw -11484035.011730 + Penalty 3769.771136 = -11480265.240594
  nChanged 352
		SP:Iteration 58Q (74122.190000 sec): 3 clusters
  Score: Raw -11484059.265951 + Penalty 3769.771136 = -11480289.494815
  nChanged 385
		SP:Iteration 59Q (74123.010000 sec): 3 clusters
  Score: Raw -11484086.665957 + Penalty 3769.771136 = -11480316.894821
  nChanged 366
		SP:Iteration 60F (74123.810000 sec): 3 clusters
  Score: Raw -11484111.239286 + Penalty 3769.771136 = -11480341.468150
  nChanged 350
		SP:Iteration 61Q (74124.480000 sec): 3 clusters
  Score: Raw -11484134.165834 + Penalty 3769.771136 = -11480364.394698
  nChanged 338
		SP:Iteration 62Q (74125.230000 sec): 3 clusters
  Score: Raw -11484154.454186 + Penalty 3769.771136 = -11480384.683050
  nChanged 285
		SP:Iteration 63Q (74126.030000 sec): 3 clusters
  Score: Raw -11484170.284460 + Penalty 3769.771136 = -11480400.513324
  nChanged 250
		SP:Iteration 64Q (74126.830000 sec): 3 clusters
  Score: Raw -11484183.251336 + Penalty 3769.771136 = -11480413.480200
  nChanged 243
		SP:Iteration 65Q (74127.640000 sec): 3 clusters
  Score: Raw -11484197.314878 + Penalty 3769.771136 = -11480427.543742
  nChanged 237
		SP:Iteration 66Q (74128.480000 sec): 3 clusters
  Score: Raw -11484210.284006 + Penalty 3769.771136 = -11480440.512870
  nChanged 227
		SP:Iteration 67Q (74129.220000 sec): 3 clusters
  Score: Raw -11484222.289076 + Penalty 3769.771136 = -11480452.517940
  nChanged 217
		SP:Iteration 68Q (74129.990000 sec): 3 clusters
  Score: Raw -11484233.275999 + Penalty 3769.771136 = -11480463.504863
  nChanged 220
		SP:Iteration 69Q (74130.770000 sec): 3 clusters
  Score: Raw -11484244.575915 + Penalty 3769.771136 = -11480474.804779
  nChanged 215
		SP:Iteration 70Q (74131.550000 sec): 3 clusters
  Score: Raw -11484256.057772 + Penalty 3769.771136 = -11480486.286636
  nChanged 209
		SP:Iteration 71Q (74132.370000 sec): 3 clusters
  Score: Raw -11484266.475476 + Penalty 3769.771136 = -11480496.704340
  nChanged 220
		SP:Iteration 72Q (74133.150000 sec): 3 clusters
  Score: Raw -11484278.259728 + Penalty 3769.771136 = -11480508.488592
  nChanged 223
		SP:Iteration 73Q (74134.030000 sec): 3 clusters
  Score: Raw -11484290.103302 + Penalty 3769.771136 = -11480520.332166
  nChanged 204
		SP:Iteration 74Q (74134.760000 sec): 3 clusters
  Score: Raw -11484299.957615 + Penalty 3769.771136 = -11480530.186479
  nChanged 183
		SP:Iteration 75Q (74135.500000 sec): 3 clusters
  Score: Raw -11484308.921019 + Penalty 3769.771136 = -11480539.149883
  nChanged 193
		SP:Iteration 76Q (74136.320000 sec): 3 clusters
  Score: Raw -11484318.551612 + Penalty 3769.771136 = -11480548.780476
  nChanged 171
		SP:Iteration 77Q (74137.080000 sec): 3 clusters
  Score: Raw -11484326.558210 + Penalty 3769.771136 = -11480556.787074
  nChanged 160
		SP:Iteration 78Q (74137.900000 sec): 3 clusters
  Score: Raw -11484334.184129 + Penalty 3769.771136 = -11480564.412993
  nChanged 141
		SP:Iteration 79Q (74138.720000 sec): 3 clusters
  Score: Raw -11484339.726475 + Penalty 3769.771136 = -11480569.955339
  nChanged 124
		SP:Iteration 80F (74139.590000 sec): 3 clusters
  Score: Raw -11484344.612663 + Penalty 3769.771136 = -11480574.841527
  nChanged 124
		SP:Iteration 81Q (74140.420000 sec): 3 clusters
  Score: Raw -11484349.955513 + Penalty 3769.771136 = -11480580.184377
  nChanged 132
		SP:Iteration 82Q (74141.280000 sec): 3 clusters
  Score: Raw -11484355.800048 + Penalty 3769.771136 = -11480586.028912
  nChanged 114
		SP:Iteration 83Q (74142.070000 sec): 3 clusters
  Score: Raw -11484361.019542 + Penalty 3769.771136 = -11480591.248406
  nChanged 125
		SP:Iteration 84Q (74142.840000 sec): 3 clusters
  Score: Raw -11484366.217511 + Penalty 3769.771136 = -11480596.446375
  nChanged 99
		SP:Iteration 85Q (74143.660000 sec): 3 clusters
  Score: Raw -11484369.653769 + Penalty 3769.771136 = -11480599.882633
  nChanged 88
		SP:Iteration 86Q (74144.420000 sec): 3 clusters
  Score: Raw -11484372.515329 + Penalty 3769.771136 = -11480602.744192
  nChanged 69
		SP:Iteration 87Q (74145.180000 sec): 3 clusters
  Score: Raw -11484374.712651 + Penalty 3769.771136 = -11480604.941515
  nChanged 67
		SP:Iteration 88Q (74146.070000 sec): 3 clusters
  Score: Raw -11484376.876068 + Penalty 3769.771136 = -11480607.104932
  nChanged 64
		SP:Iteration 89Q (74146.900000 sec): 3 clusters
  Score: Raw -11484378.910750 + Penalty 3769.771136 = -11480609.139614
  nChanged 58
		SP:Iteration 90Q (74147.620000 sec): 3 clusters
  Score: Raw -11484380.490620 + Penalty 3769.771136 = -11480610.719484
  nChanged 47
		SP:Iteration 91Q (74148.380000 sec): 3 clusters
  Score: Raw -11484381.820573 + Penalty 3769.771136 = -11480612.049437
  nChanged 42
		SP:Iteration 92Q (74149.210000 sec): 3 clusters
  Score: Raw -11484383.027488 + Penalty 3769.771136 = -11480613.256352
  nChanged 43
		SP:Iteration 93Q (74150.030000 sec): 3 clusters
  Score: Raw -11484384.240635 + Penalty 3769.771136 = -11480614.469499
  nChanged 57
		SP:Iteration 94Q (74150.810000 sec): 3 clusters
  Score: Raw -11484385.479765 + Penalty 3769.771136 = -11480615.708629
  nChanged 39
		SP:Iteration 95Q (74151.770000 sec): 3 clusters
  Score: Raw -11484386.538390 + Penalty 3769.771136 = -11480616.767254
  nChanged 41
		SP:Iteration 96Q (74152.740000 sec): 3 clusters
  Score: Raw -11484387.688152 + Penalty 3769.771136 = -11480617.917015
  nChanged 28
		SP:Iteration 97Q (74153.670000 sec): 3 clusters
  Score: Raw -11484388.399982 + Penalty 3769.771136 = -11480618.628846
  nChanged 25
		SP:Iteration 98Q (74154.630000 sec): 3 clusters
  Score: Raw -11484388.944703 + Penalty 3769.771136 = -11480619.173567
  nChanged 27
		SP:Iteration 99Q (74155.610000 sec): 3 clusters
  Score: Raw -11484389.593184 + Penalty 3769.771136 = -11480619.822048
  nChanged 41
		SP:Iteration 100F (74156.550000 sec): 3 clusters
  Score: Raw -11484390.856227 + Penalty 3769.771136 = -11480621.085091
  nChanged 52
		SP:Iteration 101Q (74157.470000 sec): 3 clusters
  Score: Raw -11484392.495097 + Penalty 3769.771136 = -11480622.723961
  nChanged 50
		SP:Iteration 102Q (74158.370000 sec): 3 clusters
  Score: Raw -11484393.905073 + Penalty 3769.771136 = -11480624.133937
  nChanged 50
		SP:Iteration 103Q (74159.270000 sec): 3 clusters
  Score: Raw -11484395.469376 + Penalty 3769.771136 = -11480625.698240
  nChanged 57
		SP:Iteration 104Q (74160.190000 sec): 3 clusters
  Score: Raw -11484397.647635 + Penalty 3769.771136 = -11480627.876499
  nChanged 51
		SP:Iteration 105Q (74161.000000 sec): 3 clusters
  Score: Raw -11484399.135639 + Penalty 3769.771136 = -11480629.364503
  nChanged 55
		SP:Iteration 106Q (74161.830000 sec): 3 clusters
  Score: Raw -11484401.021141 + Penalty 3769.771136 = -11480631.250005
  nChanged 60
		SP:Iteration 107Q (74162.560000 sec): 3 clusters
  Score: Raw -11484402.992102 + Penalty 3769.771136 = -11480633.220966
  nChanged 60
		SP:Iteration 108Q (74163.260000 sec): 3 clusters
  Score: Raw -11484404.680900 + Penalty 3769.771136 = -11480634.909763
  nChanged 48
		SP:Iteration 109Q (74164.090000 sec): 3 clusters
  Score: Raw -11484406.090570 + Penalty 3769.771136 = -11480636.319434
  nChanged 51
		SP:Iteration 110Q (74164.900000 sec): 3 clusters
  Score: Raw -11484407.669165 + Penalty 3769.771136 = -11480637.898029
  nChanged 55
		SP:Iteration 111Q (74165.660000 sec): 3 clusters
  Score: Raw -11484409.853681 + Penalty 3769.771136 = -11480640.082545
  nChanged 60
		SP:Iteration 112Q (74166.410000 sec): 3 clusters
  Score: Raw -11484411.772276 + Penalty 3769.771136 = -11480642.001140
  nChanged 58
		SP:Iteration 113Q (74167.230000 sec): 3 clusters
  Score: Raw -11484413.984615 + Penalty 3769.771136 = -11480644.213479
  nChanged 69
		SP:Iteration 114Q (74168.060000 sec): 3 clusters
  Score: Raw -11484416.306963 + Penalty 3769.771136 = -11480646.535827
  nChanged 66
		SP:Iteration 115Q (74168.830000 sec): 3 clusters
  Score: Raw -11484418.721339 + Penalty 3769.771136 = -11480648.950203
  nChanged 66
		SP:Iteration 116Q (74169.650000 sec): 3 clusters
  Score: Raw -11484420.767048 + Penalty 3769.771136 = -11480650.995912
  nChanged 53
		SP:Iteration 117Q (74170.500000 sec): 3 clusters
  Score: Raw -11484422.441346 + Penalty 3769.771136 = -11480652.670210
  nChanged 56
		SP:Iteration 118Q (74171.240000 sec): 3 clusters
  Score: Raw -11484424.623425 + Penalty 3769.771136 = -11480654.852289
  nChanged 62
		SP:Iteration 119Q (74171.990000 sec): 3 clusters
  Score: Raw -11484427.337203 + Penalty 3769.771136 = -11480657.566067
  nChanged 68
		SP:Iteration 120F (74172.800000 sec): 3 clusters
  Score: Raw -11484430.322813 + Penalty 3769.771136 = -11480660.551677
  nChanged 88
		SP:Iteration 121Q (74173.640000 sec): 3 clusters
  Score: Raw -11484434.061002 + Penalty 3769.771136 = -11480664.289866
  nChanged 88
		SP:Iteration 122Q (74174.360000 sec): 3 clusters
  Score: Raw -11484437.603825 + Penalty 3769.771136 = -11480667.832689
  nChanged 68
		SP:Iteration 123Q (74175.110000 sec): 3 clusters
  Score: Raw -11484440.167524 + Penalty 3769.771136 = -11480670.396388
  nChanged 71
		SP:Iteration 124Q (74175.950000 sec): 3 clusters
  Score: Raw -11484443.090017 + Penalty 3769.771136 = -11480673.318881
  nChanged 64
		SP:Iteration 125Q (74176.660000 sec): 3 clusters
  Score: Raw -11484445.596053 + Penalty 3769.771136 = -11480675.824917
  nChanged 62
		SP:Iteration 126Q (74177.410000 sec): 3 clusters
  Score: Raw -11484447.558758 + Penalty 3769.771136 = -11480677.787622
  nChanged 50
		SP:Iteration 127Q (74178.170000 sec): 3 clusters
  Score: Raw -11484449.192142 + Penalty 3769.771136 = -11480679.421006
  nChanged 45
		SP:Iteration 128Q (74178.930000 sec): 3 clusters
  Score: Raw -11484450.486656 + Penalty 3769.771136 = -11480680.715520
  nChanged 44
		SP:Iteration 129Q (74179.780000 sec): 3 clusters
  Score: Raw -11484451.840061 + Penalty 3769.771136 = -11480682.068925
  nChanged 40
		SP:Iteration 130Q (74180.540000 sec): 3 clusters
  Score: Raw -11484452.857523 + Penalty 3769.771136 = -11480683.086387
  nChanged 29
		SP:Iteration 131Q (74181.380000 sec): 3 clusters
  Score: Raw -11484453.652988 + Penalty 3769.771136 = -11480683.881852
  nChanged 32
		SP:Iteration 132Q (74182.050000 sec): 3 clusters
  Score: Raw -11484454.343724 + Penalty 3769.771136 = -11480684.572588
  nChanged 22
		SP:Iteration 133Q (74182.900000 sec): 3 clusters
  Score: Raw -11484454.815139 + Penalty 3769.771136 = -11480685.044003
  nChanged 17
		SP:Iteration 134Q (74183.730000 sec): 3 clusters
  Score: Raw -11484455.217415 + Penalty 3769.771136 = -11480685.446279
  nChanged 18
		SP:Iteration 135Q (74184.490000 sec): 3 clusters
  Score: Raw -11484455.563025 + Penalty 3769.771136 = -11480685.791889
  nChanged 21
		SP:Iteration 136Q (74185.200000 sec): 3 clusters
  Score: Raw -11484456.057993 + Penalty 3769.771136 = -11480686.286857
  nChanged 20
		SP:Iteration 137Q (74186.010000 sec): 3 clusters
  Score: Raw -11484456.470770 + Penalty 3769.771136 = -11480686.699634
  nChanged 11
		SP:Iteration 138Q (74186.770000 sec): 3 clusters
  Score: Raw -11484456.723697 + Penalty 3769.771136 = -11480686.952561
  nChanged 14
		SP:Iteration 139Q (74187.540000 sec): 3 clusters
  Score: Raw -11484457.036624 + Penalty 3769.771136 = -11480687.265488
  nChanged 10
		SP:Iteration 140F (74188.290000 sec): 3 clusters
  Score: Raw -11484457.273316 + Penalty 3769.771136 = -11480687.502180
  nChanged 8
		SP:Iteration 141Q (74189.020000 sec): 3 clusters
  Score: Raw -11484457.455944 + Penalty 3769.771136 = -11480687.684808
  nChanged 10
		SP:Iteration 142Q (74189.830000 sec): 3 clusters
  Score: Raw -11484457.681438 + Penalty 3769.771136 = -11480687.910302
  nChanged 12
		SP:Iteration 143Q (74190.580000 sec): 3 clusters
  Score: Raw -11484457.956439 + Penalty 3769.771136 = -11480688.185303
  nChanged 11
		SP:Iteration 144Q (74191.390000 sec): 3 clusters
  Score: Raw -11484458.167717 + Penalty 3769.771136 = -11480688.396581
  nChanged 8
		SP:Iteration 145Q (74192.120000 sec): 3 clusters
  Score: Raw -11484458.317667 + Penalty 3769.771136 = -11480688.546531
  nChanged 9
		SP:Iteration 146Q (74192.860000 sec): 3 clusters
  Score: Raw -11484458.515361 + Penalty 3769.771136 = -11480688.744225
  nChanged 13
		SP:Iteration 147Q (74193.620000 sec): 3 clusters
  Score: Raw -11484458.810297 + Penalty 3769.771136 = -11480689.039161
  nChanged 15
		SP:Iteration 148Q (74194.430000 sec): 3 clusters
  Score: Raw -11484459.152489 + Penalty 3769.771136 = -11480689.381352
  nChanged 23
		SP:Iteration 149Q (74195.230000 sec): 3 clusters
  Score: Raw -11484459.731810 + Penalty 3769.771136 = -11480689.960674
  nChanged 18
		SP:Iteration 150Q (74195.980000 sec): 3 clusters
  Score: Raw -11484460.206910 + Penalty 3769.771136 = -11480690.435774
  nChanged 23
		SP:Iteration 151Q (74196.750000 sec): 3 clusters
  Score: Raw -11484460.717200 + Penalty 3769.771136 = -11480690.946064
  nChanged 17
		SP:Iteration 152Q (74197.550000 sec): 3 clusters
  Score: Raw -11484461.207994 + Penalty 3769.771136 = -11480691.436858
  nChanged 17
		SP:Iteration 153Q (74198.290000 sec): 3 clusters
  Score: Raw -11484461.589680 + Penalty 3769.771136 = -11480691.818544
  nChanged 15
		SP:Iteration 154Q (74199.060000 sec): 3 clusters
  Score: Raw -11484462.081004 + Penalty 3769.771136 = -11480692.309868
  nChanged 20
		SP:Iteration 155Q (74199.880000 sec): 3 clusters
  Score: Raw -11484462.683895 + Penalty 3769.771136 = -11480692.912759
  nChanged 14
		SP:Iteration 156Q (74200.610000 sec): 3 clusters
  Score: Raw -11484463.109364 + Penalty 3769.771136 = -11480693.338228
  nChanged 17
		SP:Iteration 157Q (74201.370000 sec): 3 clusters
  Score: Raw -11484463.523005 + Penalty 3769.771136 = -11480693.751869
  nChanged 22
		SP:Iteration 158Q (74202.210000 sec): 3 clusters
  Score: Raw -11484464.172499 + Penalty 3769.771136 = -11480694.401363
  nChanged 20
		SP:Iteration 159Q (74203.000000 sec): 3 clusters
  Score: Raw -11484464.563927 + Penalty 3769.771136 = -11480694.792791
  nChanged 20
		SP:Iteration 160F (74203.810000 sec): 3 clusters
  Score: Raw -11484465.041819 + Penalty 3769.771136 = -11480695.270683
  nChanged 18
		SP:Iteration 161Q (74204.550000 sec): 3 clusters
  Score: Raw -11484465.442407 + Penalty 3769.771136 = -11480695.671271
  nChanged 20
		SP:Iteration 162Q (74205.300000 sec): 3 clusters
  Score: Raw -11484465.959338 + Penalty 3769.771136 = -11480696.188202
  nChanged 22
		SP:Iteration 163Q (74206.070000 sec): 3 clusters
  Score: Raw -11484466.562133 + Penalty 3769.771136 = -11480696.790997
  nChanged 28
		SP:Iteration 164Q (74206.860000 sec): 3 clusters
  Score: Raw -11484467.354869 + Penalty 3769.771136 = -11480697.583733
  nChanged 26
		SP:Iteration 165Q (74207.710000 sec): 3 clusters
  Score: Raw -11484468.325890 + Penalty 3769.771136 = -11480698.554754
  nChanged 34
		SP:Iteration 166Q (74208.470000 sec): 3 clusters
  Score: Raw -11484469.589816 + Penalty 3769.771136 = -11480699.818680
  nChanged 31
		SP:Iteration 167Q (74209.340000 sec): 3 clusters
  Score: Raw -11484470.766202 + Penalty 3769.771136 = -11480700.995066
  nChanged 38
		SP:Iteration 168Q (74210.180000 sec): 3 clusters
  Score: Raw -11484472.308979 + Penalty 3769.771136 = -11480702.537843
  nChanged 50
		SP:Iteration 169Q (74210.880000 sec): 3 clusters
  Score: Raw -11484473.935578 + Penalty 3769.771136 = -11480704.164442
  nChanged 40
		SP:Iteration 170Q (74211.690000 sec): 3 clusters
  Score: Raw -11484475.051178 + Penalty 3769.771136 = -11480705.280042
  nChanged 35
		SP:Iteration 171Q (74212.460000 sec): 3 clusters
  Score: Raw -11484476.157484 + Penalty 3769.771136 = -11480706.386348
  nChanged 30
		SP:Iteration 172Q (74213.220000 sec): 3 clusters
  Score: Raw -11484477.314721 + Penalty 3769.771136 = -11480707.543585
  nChanged 34
		SP:Iteration 173Q (74213.970000 sec): 3 clusters
  Score: Raw -11484478.319469 + Penalty 3769.771136 = -11480708.548333
  nChanged 36
		SP:Iteration 174Q (74214.790000 sec): 3 clusters
  Score: Raw -11484479.335730 + Penalty 3769.771136 = -11480709.564594
  nChanged 41
		SP:Iteration 175Q (74215.590000 sec): 3 clusters
  Score: Raw -11484480.506500 + Penalty 3769.771136 = -11480710.735364
  nChanged 38
		SP:Iteration 176Q (74216.350000 sec): 3 clusters
  Score: Raw -11484481.585240 + Penalty 3769.771136 = -11480711.814103
  nChanged 22
		SP:Iteration 177Q (74217.220000 sec): 3 clusters
  Score: Raw -11484482.161018 + Penalty 3769.771136 = -11480712.389882
  nChanged 17
		SP:Iteration 178Q (74218.110000 sec): 3 clusters
  Score: Raw -11484482.508231 + Penalty 3769.771136 = -11480712.737095
  nChanged 9
		SP:Iteration 179Q (74218.920000 sec): 3 clusters
  Score: Raw -11484482.669862 + Penalty 3769.771136 = -11480712.898726
  nChanged 12
		SP:Iteration 180F (74219.700000 sec): 3 clusters
  Score: Raw -11484482.980823 + Penalty 3769.771136 = -11480713.209687
  nChanged 17
		SP:Iteration 181Q (74220.530000 sec): 3 clusters
  Score: Raw -11484483.470193 + Penalty 3769.771136 = -11480713.699057
  nChanged 22
		SP:Iteration 182Q (74221.330000 sec): 3 clusters
  Score: Raw -11484484.046152 + Penalty 3769.771136 = -11480714.275016
  nChanged 21
		SP:Iteration 183Q (74222.090000 sec): 3 clusters
  Score: Raw -11484484.647562 + Penalty 3769.771136 = -11480714.876426
  nChanged 17
		SP:Iteration 184Q (74222.980000 sec): 3 clusters
  Score: Raw -11484485.084833 + Penalty 3769.771136 = -11480715.313697
  nChanged 9
		SP:Iteration 185Q (74223.810000 sec): 3 clusters
  Score: Raw -11484485.327462 + Penalty 3769.771136 = -11480715.556326
  nChanged 11
		SP:Iteration 186Q (74224.590000 sec): 3 clusters
  Score: Raw -11484485.592650 + Penalty 3769.771136 = -11480715.821514
  nChanged 9
		SP:Iteration 187Q (74225.430000 sec): 3 clusters
  Score: Raw -11484485.873146 + Penalty 3769.771136 = -11480716.102010
  nChanged 16
		SP:Iteration 188Q (74226.210000 sec): 3 clusters
  Score: Raw -11484486.262618 + Penalty 3769.771136 = -11480716.491482
  nChanged 21
		SP:Iteration 189Q (74227.020000 sec): 3 clusters
  Score: Raw -11484486.646845 + Penalty 3769.771136 = -11480716.875709
  nChanged 20
		SP:Iteration 190Q (74227.800000 sec): 3 clusters
  Score: Raw -11484487.044999 + Penalty 3769.771136 = -11480717.273863
  nChanged 12
		SP:Iteration 191Q (74228.640000 sec): 3 clusters
  Score: Raw -11484487.410561 + Penalty 3769.771136 = -11480717.639425
  nChanged 15
		SP:Iteration 192Q (74229.410000 sec): 3 clusters
  Score: Raw -11484487.807273 + Penalty 3769.771136 = -11480718.036137
  nChanged 25
		SP:Iteration 193Q (74230.260000 sec): 3 clusters
  Score: Raw -11484488.322960 + Penalty 3769.771136 = -11480718.551824
  nChanged 20
		SP:Iteration 194Q (74231.200000 sec): 3 clusters
  Score: Raw -11484488.734860 + Penalty 3769.771136 = -11480718.963724
  nChanged 20
		SP:Iteration 195Q (74232.090000 sec): 3 clusters
  Score: Raw -11484489.196121 + Penalty 3769.771136 = -11480719.424985
  nChanged 22
		SP:Iteration 196Q (74233.020000 sec): 3 clusters
  Score: Raw -11484489.798768 + Penalty 3769.771136 = -11480720.027632
  nChanged 23
		SP:Iteration 197Q (74233.890000 sec): 3 clusters
  Score: Raw -11484490.310527 + Penalty 3769.771136 = -11480720.539391
  nChanged 22
		SP:Iteration 198Q (74234.800000 sec): 3 clusters
  Score: Raw -11484490.767508 + Penalty 3769.771136 = -11480720.996372
  nChanged 15
		SP:Iteration 199Q (74235.710000 sec): 3 clusters
  Score: Raw -11484491.130998 + Penalty 3769.771136 = -11480721.359862
  nChanged 20
		SP:Iteration 200F (74236.650000 sec): 3 clusters
  Score: Raw -11484491.533303 + Penalty 3769.771136 = -11480721.762167
  nChanged 13
		SP:Iteration 201Q (74237.550000 sec): 3 clusters
  Score: Raw -11484491.849296 + Penalty 3769.771136 = -11480722.078160
  nChanged 11
		SP:Iteration 202Q (74238.260000 sec): 3 clusters
  Score: Raw -11484492.038423 + Penalty 3769.771136 = -11480722.267287
  nChanged 7
		SP:Iteration 203Q (74239.040000 sec): 3 clusters
  Score: Raw -11484492.175075 + Penalty 3769.771136 = -11480722.403939
  nChanged 5
		SP:Iteration 204Q (74239.780000 sec): 3 clusters
  Score: Raw -11484492.249677 + Penalty 3769.771136 = -11480722.478541
  nChanged 1
		SP:Iteration 205Q (74240.580000 sec): 3 clusters
  Score: Raw -11484492.270476 + Penalty 3769.771136 = -11480722.499340
  nChanged 1
		SP:Iteration 206Q (74241.430000 sec): 3 clusters
  Score: Raw -11484492.299582 + Penalty 3769.771136 = -11480722.528446
  nChanged 4
		SP:Iteration 207Q (74242.180000 sec): 3 clusters
  Score: Raw -11484492.396096 + Penalty 3769.771136 = -11480722.624960
  nChanged 5
		SP:Iteration 208Q (74242.960000 sec): 3 clusters
  Score: Raw -11484492.483809 + Penalty 3769.771136 = -11480722.712673
  nChanged 6
		SP:Iteration 209Q (74243.770000 sec): 3 clusters
  Score: Raw -11484492.598918 + Penalty 3769.771136 = -11480722.827782
  nChanged 3
		SP:Iteration 210Q (74244.470000 sec): 3 clusters
  Score: Raw -11484492.669167 + Penalty 3769.771136 = -11480722.898031
  nChanged 7
		SP:Iteration 211Q (74245.210000 sec): 3 clusters
  Score: Raw -11484492.824928 + Penalty 3769.771136 = -11480723.053792
  nChanged 4
		SP:Iteration 212Q (74246.000000 sec): 3 clusters
  Score: Raw -11484492.895525 + Penalty 3769.771136 = -11480723.124389
  nChanged 7
		SP:Iteration 213Q (74246.770000 sec): 3 clusters
  Score: Raw -11484493.020553 + Penalty 3769.771136 = -11480723.249417
  nChanged 5
		SP:Iteration 214Q (74247.550000 sec): 3 clusters
  Score: Raw -11484493.146512 + Penalty 3769.771136 = -11480723.375376
  nChanged 7
		SP:Iteration 215Q (74248.280000 sec): 3 clusters
  Score: Raw -11484493.284129 + Penalty 3769.771136 = -11480723.512993
  nChanged 5
		SP:Iteration 216Q (74249.090000 sec): 3 clusters
  Score: Raw -11484493.414126 + Penalty 3769.771136 = -11480723.642990
  nChanged 3
		SP:Iteration 217Q (74249.960000 sec): 3 clusters
  Score: Raw -11484493.463579 + Penalty 3769.771136 = -11480723.692443
  nChanged 1
		SP:Iteration 218Q (74250.710000 sec): 3 clusters
  Score: Raw -11484493.472363 + Penalty 3769.771136 = -11480723.701227
  nChanged 0
		SP:Iteration 219F (74251.430000 sec): 3 clusters
  Score: Raw -11484493.472363 + Penalty 3769.771136 = -11480723.701227
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 33.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (2747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74251.620000 sec): 2 clusters
  Score: Raw -261397.291376 + Penalty 1286.718011 = -260110.573364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74251.800000 sec): 3 clusters
  Score: Raw -260235.856507 + Penalty 2573.436023 = -257662.420484
  nChanged 1102
		SP:Iteration 1F (74251.990000 sec): 3 clusters
  Score: Raw -261961.700386 + Penalty 2573.436023 = -259388.264363
  nChanged 559
		SP:Iteration 2F (74252.230000 sec): 3 clusters
  Score: Raw -264674.465201 + Penalty 2573.436023 = -262101.029178
  nChanged 431
		SP:Iteration 3F (74252.390000 sec): 3 clusters
  Score: Raw -266366.443656 + Penalty 2573.436023 = -263793.007633
  nChanged 145
		SP:Iteration 4F (74252.580000 sec): 3 clusters
  Score: Raw -266661.912235 + Penalty 2573.436023 = -264088.476212
  nChanged 49
		SP:Iteration 5Q (74252.720000 sec): 3 clusters
  Score: Raw -266716.627490 + Penalty 2573.436023 = -264143.191467
  nChanged 27
		SP:Iteration 6Q (74252.890000 sec): 3 clusters
  Score: Raw -266746.702314 + Penalty 2573.436023 = -264173.266291
  nChanged 23
		SP:Iteration 7Q (74253.080000 sec): 3 clusters
  Score: Raw -266769.704600 + Penalty 2573.436023 = -264196.268577
  nChanged 17
		SP:Iteration 8Q (74253.290000 sec): 3 clusters
  Score: Raw -266785.536639 + Penalty 2573.436023 = -264212.100616
  nChanged 9
		SP:Iteration 9Q (74253.440000 sec): 3 clusters
  Score: Raw -266791.119080 + Penalty 2573.436023 = -264217.683057
  nChanged 8
		SP:Iteration 10Q (74253.620000 sec): 3 clusters
  Score: Raw -266796.093862 + Penalty 2573.436023 = -264222.657839
  nChanged 9
		SP:Iteration 11Q (74253.790000 sec): 3 clusters
  Score: Raw -266801.261254 + Penalty 2573.436023 = -264227.825231
  nChanged 9
		SP:Iteration 12Q (74253.990000 sec): 3 clusters
  Score: Raw -266805.326017 + Penalty 2573.436023 = -264231.889994
  nChanged 5
		SP:Iteration 13Q (74254.190000 sec): 3 clusters
  Score: Raw -266807.456070 + Penalty 2573.436023 = -264234.020047
  nChanged 3
		SP:Iteration 14Q (74254.380000 sec): 3 clusters
  Score: Raw -266808.428398 + Penalty 2573.436023 = -264234.992375
  nChanged 3
		SP:Iteration 15Q (74254.560000 sec): 3 clusters
  Score: Raw -266809.256080 + Penalty 2573.436023 = -264235.820057
  nChanged 0
		SP:Iteration 16F (74254.730000 sec): 3 clusters
  Score: Raw -266809.256080 + Penalty 2573.436023 = -264235.820057
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 34.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (30438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74255.010000 sec): 2 clusters
  Score: Raw -2963882.860508 + Penalty 1677.560155 = -2962205.300353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74255.350000 sec): 3 clusters
  Score: Raw -2946125.609686 + Penalty 3355.120310 = -2942770.489376
  nChanged 14213
		SP:Iteration 1F (74255.730000 sec): 3 clusters
  Score: Raw -2960404.608490 + Penalty 3355.120310 = -2957049.488180
  nChanged 3763
		SP:Iteration 2F (74256.020000 sec): 3 clusters
  Score: Raw -2967554.077436 + Penalty 3355.120310 = -2964198.957126
  nChanged 3993
		SP:Iteration 3F (74256.350000 sec): 3 clusters
  Score: Raw -2976038.554641 + Penalty 3355.120310 = -2972683.434332
  nChanged 3094
		SP:Iteration 4F (74256.650000 sec): 3 clusters
  Score: Raw -2982699.993725 + Penalty 3355.120310 = -2979344.873415
  nChanged 2002
		SP:Iteration 5F (74257.040000 sec): 3 clusters
  Score: Raw -2986260.216717 + Penalty 3355.120310 = -2982905.096407
  nChanged 1168
		SP:Iteration 6Q (74257.390000 sec): 3 clusters
  Score: Raw -2987290.644276 + Penalty 3355.120310 = -2983935.523966
  nChanged 608
		SP:Iteration 7Q (74257.750000 sec): 3 clusters
  Score: Raw -2987598.887079 + Penalty 3355.120310 = -2984243.766769
  nChanged 310
		SP:Iteration 8Q (74258.170000 sec): 3 clusters
  Score: Raw -2987700.600327 + Penalty 3355.120310 = -2984345.480017
  nChanged 191
		SP:Iteration 9Q (74258.530000 sec): 3 clusters
  Score: Raw -2987754.363660 + Penalty 3355.120310 = -2984399.243350
  nChanged 184
		SP:Iteration 10Q (74258.890000 sec): 3 clusters
  Score: Raw -2987803.989111 + Penalty 3355.120310 = -2984448.868801
  nChanged 164
		SP:Iteration 11Q (74259.250000 sec): 3 clusters
  Score: Raw -2987844.242979 + Penalty 3355.120310 = -2984489.122669
  nChanged 181
		SP:Iteration 12Q (74259.640000 sec): 3 clusters
  Score: Raw -2987887.079073 + Penalty 3355.120310 = -2984531.958763
  nChanged 169
		SP:Iteration 13Q (74259.950000 sec): 3 clusters
  Score: Raw -2987927.606822 + Penalty 3355.120310 = -2984572.486512
  nChanged 181
		SP:Iteration 14Q (74260.370000 sec): 3 clusters
  Score: Raw -2987970.883803 + Penalty 3355.120310 = -2984615.763494
  nChanged 163
		SP:Iteration 15Q (74260.750000 sec): 3 clusters
  Score: Raw -2988006.291409 + Penalty 3355.120310 = -2984651.171100
  nChanged 144
		SP:Iteration 16Q (74261.120000 sec): 3 clusters
  Score: Raw -2988037.116385 + Penalty 3355.120310 = -2984681.996076
  nChanged 125
		SP:Iteration 17Q (74261.530000 sec): 3 clusters
  Score: Raw -2988063.385992 + Penalty 3355.120310 = -2984708.265682
  nChanged 126
		SP:Iteration 18Q (74261.860000 sec): 3 clusters
  Score: Raw -2988094.782939 + Penalty 3355.120310 = -2984739.662629
  nChanged 134
		SP:Iteration 19Q (74262.150000 sec): 3 clusters
  Score: Raw -2988134.534870 + Penalty 3355.120310 = -2984779.414560
  nChanged 154
		SP:Iteration 20F (74262.530000 sec): 3 clusters
  Score: Raw -2988180.327082 + Penalty 3355.120310 = -2984825.206772
  nChanged 150
		SP:Iteration 21Q (74262.900000 sec): 3 clusters
  Score: Raw -2988227.133375 + Penalty 3355.120310 = -2984872.013065
  nChanged 144
		SP:Iteration 22Q (74263.250000 sec): 3 clusters
  Score: Raw -2988263.045870 + Penalty 3355.120310 = -2984907.925560
  nChanged 134
		SP:Iteration 23Q (74263.640000 sec): 3 clusters
  Score: Raw -2988293.228676 + Penalty 3355.120310 = -2984938.108366
  nChanged 131
		SP:Iteration 24Q (74263.940000 sec): 3 clusters
  Score: Raw -2988317.183665 + Penalty 3355.120310 = -2984962.063355
  nChanged 107
		SP:Iteration 25Q (74264.310000 sec): 3 clusters
  Score: Raw -2988334.233999 + Penalty 3355.120310 = -2984979.113689
  nChanged 83
		SP:Iteration 26Q (74264.650000 sec): 3 clusters
  Score: Raw -2988346.619963 + Penalty 3355.120310 = -2984991.499653
  nChanged 70
		SP:Iteration 27Q (74265.030000 sec): 3 clusters
  Score: Raw -2988356.427483 + Penalty 3355.120310 = -2985001.307173
  nChanged 54
		SP:Iteration 28Q (74265.370000 sec): 3 clusters
  Score: Raw -2988362.364202 + Penalty 3355.120310 = -2985007.243892
  nChanged 47
		SP:Iteration 29Q (74265.710000 sec): 3 clusters
  Score: Raw -2988367.176001 + Penalty 3355.120310 = -2985012.055692
  nChanged 49
		SP:Iteration 30Q (74266.000000 sec): 3 clusters
  Score: Raw -2988371.715504 + Penalty 3355.120310 = -2985016.595194
  nChanged 34
		SP:Iteration 31Q (74266.400000 sec): 3 clusters
  Score: Raw -2988374.673010 + Penalty 3355.120310 = -2985019.552701
  nChanged 33
		SP:Iteration 32Q (74266.750000 sec): 3 clusters
  Score: Raw -2988377.225222 + Penalty 3355.120310 = -2985022.104913
  nChanged 27
		SP:Iteration 33Q (74267.070000 sec): 3 clusters
  Score: Raw -2988378.679329 + Penalty 3355.120310 = -2985023.559019
  nChanged 16
		SP:Iteration 34Q (74267.400000 sec): 3 clusters
  Score: Raw -2988379.414211 + Penalty 3355.120310 = -2985024.293901
  nChanged 10
		SP:Iteration 35Q (74267.710000 sec): 3 clusters
  Score: Raw -2988379.735856 + Penalty 3355.120310 = -2985024.615546
  nChanged 4
		SP:Iteration 36Q (74268.050000 sec): 3 clusters
  Score: Raw -2988379.944696 + Penalty 3355.120310 = -2985024.824386
  nChanged 5
		SP:Iteration 37Q (74268.330000 sec): 3 clusters
  Score: Raw -2988380.135256 + Penalty 3355.120310 = -2985025.014946
  nChanged 6
		SP:Iteration 38Q (74268.670000 sec): 3 clusters
  Score: Raw -2988380.375702 + Penalty 3355.120310 = -2985025.255392
  nChanged 4
		SP:Iteration 39Q (74269.050000 sec): 3 clusters
  Score: Raw -2988380.540031 + Penalty 3355.120310 = -2985025.419721
  nChanged 3
		SP:Iteration 40F (74269.420000 sec): 3 clusters
  Score: Raw -2988380.732181 + Penalty 3355.120310 = -2985025.611871
  nChanged 3
		SP:Iteration 41Q (74269.760000 sec): 3 clusters
  Score: Raw -2988380.865115 + Penalty 3355.120310 = -2985025.744805
  nChanged 4
		SP:Iteration 42Q (74270.150000 sec): 3 clusters
  Score: Raw -2988380.956496 + Penalty 3355.120310 = -2985025.836186
  nChanged 1
		SP:Iteration 43Q (74270.570000 sec): 3 clusters
  Score: Raw -2988380.972206 + Penalty 3355.120310 = -2985025.851896
  nChanged 0
		SP:Iteration 44F (74270.910000 sec): 3 clusters
  Score: Raw -2988380.972206 + Penalty 3355.120310 = -2985025.851896
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 35.
Iteration 20F (74380.780000 sec): 36 clusters
  Score: Raw -137828593.218417 + Penalty 80345.294610 = -137748247.923806
  nChanged 54813
Iteration 21Q (74448.870000 sec): 36 clusters
  Score: Raw -137852946.949601 + Penalty 80345.294610 = -137772601.654991
  nChanged 26032
Iteration 22Q (74519.880000 sec): 36 clusters
  Score: Raw -137862510.785622 + Penalty 80345.294610 = -137782165.491012
  nChanged 18640
Iteration 23Q (74584.110000 sec): 36 clusters
  Score: Raw -137868564.622218 + Penalty 80345.294610 = -137788219.327608
  nChanged 14853
Iteration 24Q (74647.470000 sec): 36 clusters
  Score: Raw -137872949.995425 + Penalty 80345.294610 = -137792604.700815
  nChanged 12775
Iteration 25Q (74716.500000 sec): 36 clusters
  Score: Raw -137876469.222663 + Penalty 80345.294610 = -137796123.928053
  nChanged 11126
Iteration 26Q (74802.340000 sec): 36 clusters
  Score: Raw -137879370.183078 + Penalty 80345.294610 = -137799024.888468
  nChanged 10178
Iteration 27Q (74892.510000 sec): 36 clusters
  Score: Raw -137881710.784121 + Penalty 80345.294610 = -137801365.489511
  nChanged 9063
Iteration 28Q (74968.050000 sec): 36 clusters
  Score: Raw -137883479.869840 + Penalty 80345.294610 = -137803134.575229
  nChanged 8197
Iteration 29Q (75045.930000 sec): 36 clusters
  Score: Raw -137884858.352235 + Penalty 80345.294610 = -137804513.057625
  nChanged 7352
Iteration 30Q (75129.310000 sec): 36 clusters
  Score: Raw -137885972.558523 + Penalty 80345.294610 = -137805627.263912
  nChanged 6643
Iteration 31Q (75219.190000 sec): 36 clusters
  Score: Raw -137886942.059121 + Penalty 80345.294610 = -137806596.764511
  nChanged 6182
Iteration 32Q (75301.160000 sec): 36 clusters
  Score: Raw -137887804.450904 + Penalty 80345.294610 = -137807459.156294
  nChanged 5753
Iteration 33Q (75381.330000 sec): 36 clusters
  Score: Raw -137888586.095962 + Penalty 80345.294610 = -137808240.801352
  nChanged 5472
Iteration 34Q (75456.280000 sec): 36 clusters
  Score: Raw -137889316.594582 + Penalty 80345.294610 = -137808971.299972
  nChanged 5376
Iteration 35Q (75537.260000 sec): 36 clusters
  Score: Raw -137890034.033742 + Penalty 80345.294610 = -137809688.739131
  nChanged 5180
Iteration 36Q (75618.260000 sec): 36 clusters
  Score: Raw -137890705.754472 + Penalty 80345.294610 = -137810360.459862
  nChanged 4945
Iteration 37Q (75701.110000 sec): 36 clusters
  Score: Raw -137891315.204670 + Penalty 80345.294610 = -137810969.910059
  nChanged 4724
Iteration 38Q (75777.410000 sec): 36 clusters
  Score: Raw -137891893.300931 + Penalty 80345.294610 = -137811548.006321
  nChanged 4526
Iteration 39Q (75847.920000 sec): 36 clusters
  Score: Raw -137892437.816274 + Penalty 80345.294610 = -137812092.521664
  nChanged 4471
Iteration 40F (75964.160000 sec): 36 clusters
  Score: Raw -137893969.436087 + Penalty 80345.294610 = -137813624.141477
  nChanged 4780
Iteration 41Q (76028.130000 sec): 36 clusters
  Score: Raw -137895370.594500 + Penalty 80345.294610 = -137815025.299890
  nChanged 5111
Iteration 42Q (76099.490000 sec): 36 clusters
  Score: Raw -137896555.635430 + Penalty 80345.294610 = -137816210.340819
  nChanged 5142
Iteration 43Q (76161.630000 sec): 36 clusters
  Score: Raw -137897538.768984 + Penalty 80345.294610 = -137817193.474374
  nChanged 4936
Iteration 44Q (76221.790000 sec): 36 clusters
  Score: Raw -137898353.888888 + Penalty 80345.294610 = -137818008.594277
  nChanged 4747
Iteration 45Q (76293.910000 sec): 36 clusters
  Score: Raw -137899031.055849 + Penalty 80345.294610 = -137818685.761239
  nChanged 4440
Iteration 46Q (76368.510000 sec): 36 clusters
  Score: Raw -137899569.663484 + Penalty 80345.294610 = -137819224.368874
  nChanged 4170
Iteration 47Q (76436.180000 sec): 36 clusters
  Score: Raw -137900050.504676 + Penalty 80345.294610 = -137819705.210066
  nChanged 3856
Iteration 48Q (76509.560000 sec): 36 clusters
  Score: Raw -137900473.245778 + Penalty 80345.294610 = -137820127.951168
  nChanged 3750
Iteration 49Q (76576.320000 sec): 36 clusters
  Score: Raw -137900826.687098 + Penalty 80345.294610 = -137820481.392488
  nChanged 3544
Iteration 50Q (76652.530000 sec): 36 clusters
  Score: Raw -137901226.886136 + Penalty 80345.294610 = -137820881.591526
  nChanged 3398
Iteration 51Q (76718.630000 sec): 36 clusters
  Score: Raw -137901539.156994 + Penalty 80345.294610 = -137821193.862384
  nChanged 3392
Iteration 52Q (76790.970000 sec): 36 clusters
  Score: Raw -137901851.671723 + Penalty 80345.294610 = -137821506.377113
  nChanged 3421
Iteration 53Q (76856.280000 sec): 36 clusters
  Score: Raw -137902144.137168 + Penalty 80345.294610 = -137821798.842558
  nChanged 3363
Iteration 54Q (76923.680000 sec): 36 clusters
  Score: Raw -137902438.117494 + Penalty 80345.294610 = -137822092.822884
  nChanged 3293
Iteration 55Q (76993.100000 sec): 36 clusters
  Score: Raw -137902720.611418 + Penalty 80345.294610 = -137822375.316808
  nChanged 3141
Iteration 56Q (77056.860000 sec): 36 clusters
  Score: Raw -137902974.636601 + Penalty 80345.294610 = -137822629.341991
  nChanged 3004
Iteration 57Q (77132.370000 sec): 36 clusters
  Score: Raw -137903225.546245 + Penalty 80345.294610 = -137822880.251635
  nChanged 2976
Iteration 58Q (77198.780000 sec): 36 clusters
  Score: Raw -137903478.638771 + Penalty 80345.294610 = -137823133.344161
  nChanged 2974
Writing temp clu file 
Because OldScore, -137822880.251635, is greater than current (better) Score,-137823133.344161 
 Compute initial score before splitting:   Score: Raw -137903478.638771 + Penalty 80345.294610 = -137823133.344161
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (22591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77199.470000 sec): 2 clusters
  Score: Raw -2286532.421281 + Penalty 1629.112367 = -2284903.308914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77199.750000 sec): 3 clusters
  Score: Raw -2272922.234742 + Penalty 3258.224735 = -2269664.010007
  nChanged 10288
		SP:Iteration 1F (77200.070000 sec): 3 clusters
  Score: Raw -2279125.865550 + Penalty 3258.224735 = -2275867.640815
  nChanged 1799
		SP:Iteration 2F (77200.390000 sec): 3 clusters
  Score: Raw -2280546.673019 + Penalty 3258.224735 = -2277288.448284
  nChanged 2170
		SP:Iteration 3F (77200.730000 sec): 3 clusters
  Score: Raw -2282666.130962 + Penalty 3258.224735 = -2279407.906227
  nChanged 2076
		SP:Iteration 4F (77201.070000 sec): 3 clusters
  Score: Raw -2284681.712472 + Penalty 3258.224735 = -2281423.487738
  nChanged 1645
		SP:Iteration 5F (77201.390000 sec): 3 clusters
  Score: Raw -2286062.368670 + Penalty 3258.224735 = -2282804.143936
  nChanged 1059
		SP:Iteration 6Q (77201.760000 sec): 3 clusters
  Score: Raw -2286808.045715 + Penalty 3258.224735 = -2283549.820981
  nChanged 669
		SP:Iteration 7Q (77202.100000 sec): 3 clusters
  Score: Raw -2287237.299655 + Penalty 3258.224735 = -2283979.074920
  nChanged 416
		SP:Iteration 8Q (77202.460000 sec): 3 clusters
  Score: Raw -2287476.549210 + Penalty 3258.224735 = -2284218.324475
  nChanged 297
		SP:Iteration 9Q (77202.750000 sec): 3 clusters
  Score: Raw -2287632.932990 + Penalty 3258.224735 = -2284374.708255
  nChanged 204
		SP:Iteration 10Q (77203.090000 sec): 3 clusters
  Score: Raw -2287719.928753 + Penalty 3258.224735 = -2284461.704019
  nChanged 162
		SP:Iteration 11Q (77203.360000 sec): 3 clusters
  Score: Raw -2287784.460091 + Penalty 3258.224735 = -2284526.235356
  nChanged 136
		SP:Iteration 12Q (77203.680000 sec): 3 clusters
  Score: Raw -2287833.709729 + Penalty 3258.224735 = -2284575.484994
  nChanged 112
		SP:Iteration 13Q (77204.050000 sec): 3 clusters
  Score: Raw -2287875.137170 + Penalty 3258.224735 = -2284616.912435
  nChanged 94
		SP:Iteration 14Q (77204.360000 sec): 3 clusters
  Score: Raw -2287905.133720 + Penalty 3258.224735 = -2284646.908985
  nChanged 83
		SP:Iteration 15Q (77204.760000 sec): 3 clusters
  Score: Raw -2287933.804999 + Penalty 3258.224735 = -2284675.580264
  nChanged 86
		SP:Iteration 16Q (77205.020000 sec): 3 clusters
  Score: Raw -2287960.339104 + Penalty 3258.224735 = -2284702.114370
  nChanged 62
		SP:Iteration 17Q (77205.380000 sec): 3 clusters
  Score: Raw -2287978.478322 + Penalty 3258.224735 = -2284720.253587
  nChanged 44
		SP:Iteration 18Q (77205.680000 sec): 3 clusters
  Score: Raw -2287989.500562 + Penalty 3258.224735 = -2284731.275827
  nChanged 33
		SP:Iteration 19Q (77206.010000 sec): 3 clusters
  Score: Raw -2287999.692884 + Penalty 3258.224735 = -2284741.468149
  nChanged 36
		SP:Iteration 20F (77206.320000 sec): 3 clusters
  Score: Raw -2288011.401291 + Penalty 3258.224735 = -2284753.176557
  nChanged 34
		SP:Iteration 21Q (77206.630000 sec): 3 clusters
  Score: Raw -2288022.349256 + Penalty 3258.224735 = -2284764.124522
  nChanged 29
		SP:Iteration 22Q (77206.970000 sec): 3 clusters
  Score: Raw -2288031.740433 + Penalty 3258.224735 = -2284773.515699
  nChanged 33
		SP:Iteration 23Q (77207.300000 sec): 3 clusters
  Score: Raw -2288041.960599 + Penalty 3258.224735 = -2284783.735864
  nChanged 24
		SP:Iteration 24Q (77207.640000 sec): 3 clusters
  Score: Raw -2288049.471858 + Penalty 3258.224735 = -2284791.247124
  nChanged 25
		SP:Iteration 25Q (77207.950000 sec): 3 clusters
  Score: Raw -2288056.493199 + Penalty 3258.224735 = -2284798.268465
  nChanged 24
		SP:Iteration 26Q (77208.250000 sec): 3 clusters
  Score: Raw -2288064.518618 + Penalty 3258.224735 = -2284806.293884
  nChanged 16
		SP:Iteration 27Q (77208.580000 sec): 3 clusters
  Score: Raw -2288070.517849 + Penalty 3258.224735 = -2284812.293114
  nChanged 23
		SP:Iteration 28Q (77208.890000 sec): 3 clusters
  Score: Raw -2288078.121889 + Penalty 3258.224735 = -2284819.897155
  nChanged 35
		SP:Iteration 29Q (77209.180000 sec): 3 clusters
  Score: Raw -2288090.204808 + Penalty 3258.224735 = -2284831.980073
  nChanged 24
		SP:Iteration 30Q (77209.520000 sec): 3 clusters
  Score: Raw -2288098.922298 + Penalty 3258.224735 = -2284840.697563
  nChanged 25
		SP:Iteration 31Q (77209.800000 sec): 3 clusters
  Score: Raw -2288106.941799 + Penalty 3258.224735 = -2284848.717065
  nChanged 19
		SP:Iteration 32Q (77210.110000 sec): 3 clusters
  Score: Raw -2288112.449765 + Penalty 3258.224735 = -2284854.225030
  nChanged 13
		SP:Iteration 33Q (77210.430000 sec): 3 clusters
  Score: Raw -2288116.029938 + Penalty 3258.224735 = -2284857.805203
  nChanged 10
		SP:Iteration 34Q (77210.740000 sec): 3 clusters
  Score: Raw -2288119.518079 + Penalty 3258.224735 = -2284861.293345
  nChanged 14
		SP:Iteration 35Q (77211.010000 sec): 3 clusters
  Score: Raw -2288125.041064 + Penalty 3258.224735 = -2284866.816330
  nChanged 15
		SP:Iteration 36Q (77211.310000 sec): 3 clusters
  Score: Raw -2288129.657871 + Penalty 3258.224735 = -2284871.433136
  nChanged 13
		SP:Iteration 37Q (77211.630000 sec): 3 clusters
  Score: Raw -2288134.940582 + Penalty 3258.224735 = -2284876.715847
  nChanged 17
		SP:Iteration 38Q (77211.920000 sec): 3 clusters
  Score: Raw -2288140.605703 + Penalty 3258.224735 = -2284882.380968
  nChanged 18
		SP:Iteration 39Q (77212.220000 sec): 3 clusters
  Score: Raw -2288149.565583 + Penalty 3258.224735 = -2284891.340849
  nChanged 19
		SP:Iteration 40F (77212.550000 sec): 3 clusters
  Score: Raw -2288162.968906 + Penalty 3258.224735 = -2284904.744171
  nChanged 14
		SP:Iteration 41Q (77212.840000 sec): 3 clusters
  Score: Raw -2288169.234162 + Penalty 3258.224735 = -2284911.009427
  nChanged 12
		SP:Iteration 42Q (77213.130000 sec): 3 clusters
  Score: Raw -2288173.587971 + Penalty 3258.224735 = -2284915.363236
  nChanged 8
		SP:Iteration 43Q (77213.450000 sec): 3 clusters
  Score: Raw -2288177.020282 + Penalty 3258.224735 = -2284918.795547
  nChanged 9
		SP:Iteration 44Q (77213.800000 sec): 3 clusters
  Score: Raw -2288180.021151 + Penalty 3258.224735 = -2284921.796416
  nChanged 11
		SP:Iteration 45Q (77214.070000 sec): 3 clusters
  Score: Raw -2288185.674495 + Penalty 3258.224735 = -2284927.449761
  nChanged 9
		SP:Iteration 46Q (77214.430000 sec): 3 clusters
  Score: Raw -2288189.353170 + Penalty 3258.224735 = -2284931.128435
  nChanged 8
		SP:Iteration 47Q (77214.680000 sec): 3 clusters
  Score: Raw -2288192.946482 + Penalty 3258.224735 = -2284934.721747
  nChanged 8
		SP:Iteration 48Q (77214.960000 sec): 3 clusters
  Score: Raw -2288197.873754 + Penalty 3258.224735 = -2284939.649019
  nChanged 8
		SP:Iteration 49Q (77215.210000 sec): 3 clusters
  Score: Raw -2288201.519250 + Penalty 3258.224735 = -2284943.294516
  nChanged 11
		SP:Iteration 50Q (77215.560000 sec): 3 clusters
  Score: Raw -2288207.699485 + Penalty 3258.224735 = -2284949.474751
  nChanged 14
		SP:Iteration 51Q (77215.820000 sec): 3 clusters
  Score: Raw -2288212.663356 + Penalty 3258.224735 = -2284954.438621
  nChanged 12
		SP:Iteration 52Q (77216.080000 sec): 3 clusters
  Score: Raw -2288217.143600 + Penalty 3258.224735 = -2284958.918866
  nChanged 5
		SP:Iteration 53Q (77216.390000 sec): 3 clusters
  Score: Raw -2288218.907327 + Penalty 3258.224735 = -2284960.682592
  nChanged 6
		SP:Iteration 54Q (77216.700000 sec): 3 clusters
  Score: Raw -2288221.507365 + Penalty 3258.224735 = -2284963.282630
  nChanged 7
		SP:Iteration 55Q (77216.970000 sec): 3 clusters
  Score: Raw -2288224.344734 + Penalty 3258.224735 = -2284966.119999
  nChanged 8
		SP:Iteration 56Q (77217.250000 sec): 3 clusters
  Score: Raw -2288227.825778 + Penalty 3258.224735 = -2284969.601044
  nChanged 10
		SP:Iteration 57Q (77217.550000 sec): 3 clusters
  Score: Raw -2288230.765815 + Penalty 3258.224735 = -2284972.541081
  nChanged 4
		SP:Iteration 58Q (77217.840000 sec): 3 clusters
  Score: Raw -2288231.963374 + Penalty 3258.224735 = -2284973.738640
  nChanged 7
		SP:Iteration 59Q (77218.140000 sec): 3 clusters
  Score: Raw -2288234.374327 + Penalty 3258.224735 = -2284976.149592
  nChanged 4
		SP:Iteration 60F (77218.470000 sec): 3 clusters
  Score: Raw -2288235.722413 + Penalty 3258.224735 = -2284977.497678
  nChanged 1
		SP:Iteration 61Q (77218.740000 sec): 3 clusters
  Score: Raw -2288236.435832 + Penalty 3258.224735 = -2284978.211097
  nChanged 4
		SP:Iteration 62Q (77219.040000 sec): 3 clusters
  Score: Raw -2288238.082967 + Penalty 3258.224735 = -2284979.858233
  nChanged 4
		SP:Iteration 63Q (77219.290000 sec): 3 clusters
  Score: Raw -2288240.438857 + Penalty 3258.224735 = -2284982.214122
  nChanged 4
		SP:Iteration 64Q (77219.610000 sec): 3 clusters
  Score: Raw -2288241.628884 + Penalty 3258.224735 = -2284983.404149
  nChanged 4
		SP:Iteration 65Q (77219.880000 sec): 3 clusters
  Score: Raw -2288242.851013 + Penalty 3258.224735 = -2284984.626279
  nChanged 2
		SP:Iteration 66Q (77220.150000 sec): 3 clusters
  Score: Raw -2288243.621778 + Penalty 3258.224735 = -2284985.397044
  nChanged 1
		SP:Iteration 67Q (77220.420000 sec): 3 clusters
  Score: Raw -2288244.182858 + Penalty 3258.224735 = -2284985.958123
  nChanged 1
		SP:Iteration 68Q (77220.700000 sec): 3 clusters
  Score: Raw -2288244.305408 + Penalty 3258.224735 = -2284986.080674
  nChanged 0
		SP:Iteration 69F (77221.000000 sec): 3 clusters
  Score: Raw -2288244.305408 + Penalty 3258.224735 = -2284986.080674
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (5438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77221.120000 sec): 2 clusters
  Score: Raw -526292.402412 + Penalty 1397.689577 = -524894.712835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77221.320000 sec): 3 clusters
  Score: Raw -523478.462755 + Penalty 2795.379153 = -520683.083602
  nChanged 2208
		SP:Iteration 1F (77221.470000 sec): 3 clusters
  Score: Raw -524660.218811 + Penalty 2795.379153 = -521864.839658
  nChanged 426
		SP:Iteration 2F (77221.630000 sec): 3 clusters
  Score: Raw -524994.347979 + Penalty 2795.379153 = -522198.968826
  nChanged 401
		SP:Iteration 3F (77221.780000 sec): 3 clusters
  Score: Raw -525316.910733 + Penalty 2795.379153 = -522521.531580
  nChanged 382
		SP:Iteration 4F (77221.930000 sec): 3 clusters
  Score: Raw -525671.053721 + Penalty 2795.379153 = -522875.674568
  nChanged 413
		SP:Iteration 5F (77222.130000 sec): 3 clusters
  Score: Raw -526061.302992 + Penalty 2795.379153 = -523265.923838
  nChanged 387
		SP:Iteration 6F (77222.290000 sec): 3 clusters
  Score: Raw -526462.512791 + Penalty 2795.379153 = -523667.133638
  nChanged 349
		SP:Iteration 7F (77222.440000 sec): 3 clusters
  Score: Raw -526813.888020 + Penalty 2795.379153 = -524018.508867
  nChanged 291
		SP:Iteration 8F (77222.590000 sec): 3 clusters
  Score: Raw -527085.945716 + Penalty 2795.379153 = -524290.566563
  nChanged 200
		SP:Iteration 9Q (77222.750000 sec): 3 clusters
  Score: Raw -527234.642818 + Penalty 2795.379153 = -524439.263665
  nChanged 138
		SP:Iteration 10Q (77222.900000 sec): 3 clusters
  Score: Raw -527309.503182 + Penalty 2795.379153 = -524514.124029
  nChanged 81
		SP:Iteration 11Q (77223.050000 sec): 3 clusters
  Score: Raw -527357.233264 + Penalty 2795.379153 = -524561.854111
  nChanged 80
		SP:Iteration 12Q (77223.200000 sec): 3 clusters
  Score: Raw -527385.301217 + Penalty 2795.379153 = -524589.922063
  nChanged 38
		SP:Iteration 13Q (77223.360000 sec): 3 clusters
  Score: Raw -527396.420673 + Penalty 2795.379153 = -524601.041520
  nChanged 30
		SP:Iteration 14Q (77223.510000 sec): 3 clusters
  Score: Raw -527407.222714 + Penalty 2795.379153 = -524611.843561
  nChanged 23
		SP:Iteration 15Q (77223.660000 sec): 3 clusters
  Score: Raw -527414.020446 + Penalty 2795.379153 = -524618.641293
  nChanged 17
		SP:Iteration 16Q (77223.820000 sec): 3 clusters
  Score: Raw -527417.835784 + Penalty 2795.379153 = -524622.456631
  nChanged 9
		SP:Iteration 17Q (77223.970000 sec): 3 clusters
  Score: Raw -527419.828658 + Penalty 2795.379153 = -524624.449505
  nChanged 11
		SP:Iteration 18Q (77224.120000 sec): 3 clusters
  Score: Raw -527423.958284 + Penalty 2795.379153 = -524628.579131
  nChanged 12
		SP:Iteration 19Q (77224.280000 sec): 3 clusters
  Score: Raw -527426.664279 + Penalty 2795.379153 = -524631.285126
  nChanged 4
		SP:Iteration 20F (77224.430000 sec): 3 clusters
  Score: Raw -527429.149443 + Penalty 2795.379153 = -524633.770290
  nChanged 10
		SP:Iteration 21Q (77224.620000 sec): 3 clusters
  Score: Raw -527433.092629 + Penalty 2795.379153 = -524637.713476
  nChanged 6
		SP:Iteration 22Q (77224.780000 sec): 3 clusters
  Score: Raw -527434.581124 + Penalty 2795.379153 = -524639.201971
  nChanged 7
		SP:Iteration 23Q (77224.930000 sec): 3 clusters
  Score: Raw -527437.242736 + Penalty 2795.379153 = -524641.863583
  nChanged 10
		SP:Iteration 24Q (77225.080000 sec): 3 clusters
  Score: Raw -527440.140915 + Penalty 2795.379153 = -524644.761762
  nChanged 11
		SP:Iteration 25Q (77225.240000 sec): 3 clusters
  Score: Raw -527442.230555 + Penalty 2795.379153 = -524646.851402
  nChanged 6
		SP:Iteration 26Q (77225.390000 sec): 3 clusters
  Score: Raw -527444.023543 + Penalty 2795.379153 = -524648.644389
  nChanged 6
		SP:Iteration 27Q (77225.540000 sec): 3 clusters
  Score: Raw -527445.262970 + Penalty 2795.379153 = -524649.883817
  nChanged 8
		SP:Iteration 28Q (77225.700000 sec): 3 clusters
  Score: Raw -527447.822077 + Penalty 2795.379153 = -524652.442924
  nChanged 6
		SP:Iteration 29Q (77225.840000 sec): 3 clusters
  Score: Raw -527449.560143 + Penalty 2795.379153 = -524654.180990
  nChanged 4
		SP:Iteration 30Q (77226.000000 sec): 3 clusters
  Score: Raw -527450.241620 + Penalty 2795.379153 = -524654.862467
  nChanged 6
		SP:Iteration 31Q (77226.150000 sec): 3 clusters
  Score: Raw -527451.298437 + Penalty 2795.379153 = -524655.919283
  nChanged 2
		SP:Iteration 32Q (77226.300000 sec): 3 clusters
  Score: Raw -527451.683475 + Penalty 2795.379153 = -524656.304322
  nChanged 0
		SP:Iteration 33F (77226.440000 sec): 3 clusters
  Score: Raw -527451.683475 + Penalty 2795.379153 = -524656.304322
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (8844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77226.600000 sec): 2 clusters
  Score: Raw -801643.046549 + Penalty 1476.717863 = -800166.328686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77226.810000 sec): 3 clusters
  Score: Raw -796841.645680 + Penalty 2953.435726 = -793888.209954
  nChanged 3778
		SP:Iteration 1F (77227.030000 sec): 3 clusters
  Score: Raw -799427.200883 + Penalty 2953.435726 = -796473.765157
  nChanged 890
		SP:Iteration 2F (77227.290000 sec): 3 clusters
  Score: Raw -800585.475602 + Penalty 2953.435726 = -797632.039876
  nChanged 950
		SP:Iteration 3F (77227.520000 sec): 3 clusters
  Score: Raw -802070.973990 + Penalty 2953.435726 = -799117.538264
  nChanged 904
		SP:Iteration 4F (77227.770000 sec): 3 clusters
  Score: Raw -803333.658015 + Penalty 2953.435726 = -800380.222289
  nChanged 661
		SP:Iteration 5F (77228.040000 sec): 3 clusters
  Score: Raw -803997.814252 + Penalty 2953.435726 = -801044.378526
  nChanged 441
		SP:Iteration 6Q (77228.240000 sec): 3 clusters
  Score: Raw -804258.766482 + Penalty 2953.435726 = -801305.330755
  nChanged 278
		SP:Iteration 7Q (77228.500000 sec): 3 clusters
  Score: Raw -804384.644464 + Penalty 2953.435726 = -801431.208738
  nChanged 175
		SP:Iteration 8Q (77228.700000 sec): 3 clusters
  Score: Raw -804454.208329 + Penalty 2953.435726 = -801500.772602
  nChanged 124
		SP:Iteration 9Q (77228.980000 sec): 3 clusters
  Score: Raw -804497.188830 + Penalty 2953.435726 = -801543.753104
  nChanged 119
		SP:Iteration 10Q (77229.200000 sec): 3 clusters
  Score: Raw -804539.782227 + Penalty 2953.435726 = -801586.346501
  nChanged 118
		SP:Iteration 11Q (77229.450000 sec): 3 clusters
  Score: Raw -804583.346190 + Penalty 2953.435726 = -801629.910463
  nChanged 113
		SP:Iteration 12Q (77229.680000 sec): 3 clusters
  Score: Raw -804624.190940 + Penalty 2953.435726 = -801670.755214
  nChanged 114
		SP:Iteration 13Q (77229.900000 sec): 3 clusters
  Score: Raw -804663.605013 + Penalty 2953.435726 = -801710.169286
  nChanged 116
		SP:Iteration 14Q (77230.150000 sec): 3 clusters
  Score: Raw -804701.149303 + Penalty 2953.435726 = -801747.713577
  nChanged 99
		SP:Iteration 15Q (77230.380000 sec): 3 clusters
  Score: Raw -804733.832061 + Penalty 2953.435726 = -801780.396335
  nChanged 103
		SP:Iteration 16Q (77230.590000 sec): 3 clusters
  Score: Raw -804769.002194 + Penalty 2953.435726 = -801815.566467
  nChanged 102
		SP:Iteration 17Q (77230.810000 sec): 3 clusters
  Score: Raw -804802.705587 + Penalty 2953.435726 = -801849.269861
  nChanged 91
		SP:Iteration 18Q (77231.100000 sec): 3 clusters
  Score: Raw -804835.249209 + Penalty 2953.435726 = -801881.813483
  nChanged 101
		SP:Iteration 19Q (77231.320000 sec): 3 clusters
  Score: Raw -804869.218737 + Penalty 2953.435726 = -801915.783011
  nChanged 89
		SP:Iteration 20F (77231.540000 sec): 3 clusters
  Score: Raw -804911.993323 + Penalty 2953.435726 = -801958.557597
  nChanged 84
		SP:Iteration 21Q (77231.770000 sec): 3 clusters
  Score: Raw -804948.062239 + Penalty 2953.435726 = -801994.626513
  nChanged 83
		SP:Iteration 22Q (77231.980000 sec): 3 clusters
  Score: Raw -804986.241577 + Penalty 2953.435726 = -802032.805850
  nChanged 93
		SP:Iteration 23Q (77232.260000 sec): 3 clusters
  Score: Raw -805021.592234 + Penalty 2953.435726 = -802068.156507
  nChanged 86
		SP:Iteration 24Q (77232.490000 sec): 3 clusters
  Score: Raw -805060.182457 + Penalty 2953.435726 = -802106.746731
  nChanged 85
		SP:Iteration 25Q (77232.750000 sec): 3 clusters
  Score: Raw -805084.996207 + Penalty 2953.435726 = -802131.560481
  nChanged 55
		SP:Iteration 26Q (77233.000000 sec): 3 clusters
  Score: Raw -805099.165065 + Penalty 2953.435726 = -802145.729339
  nChanged 39
		SP:Iteration 27Q (77233.230000 sec): 3 clusters
  Score: Raw -805105.427763 + Penalty 2953.435726 = -802151.992037
  nChanged 26
		SP:Iteration 28Q (77233.450000 sec): 3 clusters
  Score: Raw -805109.581959 + Penalty 2953.435726 = -802156.146233
  nChanged 18
		SP:Iteration 29Q (77233.690000 sec): 3 clusters
  Score: Raw -805113.744079 + Penalty 2953.435726 = -802160.308353
  nChanged 17
		SP:Iteration 30Q (77233.940000 sec): 3 clusters
  Score: Raw -805120.905543 + Penalty 2953.435726 = -802167.469817
  nChanged 28
		SP:Iteration 31Q (77234.090000 sec): 3 clusters
  Score: Raw -805130.015808 + Penalty 2953.435726 = -802176.580082
  nChanged 27
		SP:Iteration 32Q (77234.250000 sec): 3 clusters
  Score: Raw -805135.976243 + Penalty 2953.435726 = -802182.540517
  nChanged 21
		SP:Iteration 33Q (77234.480000 sec): 3 clusters
  Score: Raw -805139.950307 + Penalty 2953.435726 = -802186.514581
  nChanged 20
		SP:Iteration 34Q (77234.740000 sec): 3 clusters
  Score: Raw -805143.710862 + Penalty 2953.435726 = -802190.275135
  nChanged 16
		SP:Iteration 35Q (77234.960000 sec): 3 clusters
  Score: Raw -805145.968029 + Penalty 2953.435726 = -802192.532303
  nChanged 10
		SP:Iteration 36Q (77235.240000 sec): 3 clusters
  Score: Raw -805148.449109 + Penalty 2953.435726 = -802195.013383
  nChanged 8
		SP:Iteration 37Q (77235.440000 sec): 3 clusters
  Score: Raw -805150.543212 + Penalty 2953.435726 = -802197.107486
  nChanged 12
		SP:Iteration 38Q (77235.620000 sec): 3 clusters
  Score: Raw -805152.415092 + Penalty 2953.435726 = -802198.979366
  nChanged 13
		SP:Iteration 39Q (77235.860000 sec): 3 clusters
  Score: Raw -805153.942593 + Penalty 2953.435726 = -802200.506867
  nChanged 8
		SP:Iteration 40F (77236.070000 sec): 3 clusters
  Score: Raw -805155.222509 + Penalty 2953.435726 = -802201.786782
  nChanged 8
		SP:Iteration 41Q (77236.260000 sec): 3 clusters
  Score: Raw -805156.056173 + Penalty 2953.435726 = -802202.620447
  nChanged 8
		SP:Iteration 42Q (77236.510000 sec): 3 clusters
  Score: Raw -805157.274387 + Penalty 2953.435726 = -802203.838661
  nChanged 8
		SP:Iteration 43Q (77236.730000 sec): 3 clusters
  Score: Raw -805158.452053 + Penalty 2953.435726 = -802205.016327
  nChanged 8
		SP:Iteration 44Q (77236.930000 sec): 3 clusters
  Score: Raw -805160.128564 + Penalty 2953.435726 = -802206.692838
  nChanged 6
		SP:Iteration 45Q (77237.090000 sec): 3 clusters
  Score: Raw -805162.664157 + Penalty 2953.435726 = -802209.228431
  nChanged 13
		SP:Iteration 46Q (77237.260000 sec): 3 clusters
  Score: Raw -805167.741332 + Penalty 2953.435726 = -802214.305606
  nChanged 28
		SP:Iteration 47Q (77237.500000 sec): 3 clusters
  Score: Raw -805176.283711 + Penalty 2953.435726 = -802222.847985
  nChanged 35
		SP:Iteration 48Q (77237.690000 sec): 3 clusters
  Score: Raw -805188.078471 + Penalty 2953.435726 = -802234.642745
  nChanged 28
		SP:Iteration 49Q (77237.900000 sec): 3 clusters
  Score: Raw -805194.967878 + Penalty 2953.435726 = -802241.532152
  nChanged 28
		SP:Iteration 50Q (77238.160000 sec): 3 clusters
  Score: Raw -805201.064306 + Penalty 2953.435726 = -802247.628579
  nChanged 23
		SP:Iteration 51Q (77238.340000 sec): 3 clusters
  Score: Raw -805206.778537 + Penalty 2953.435726 = -802253.342811
  nChanged 26
		SP:Iteration 52Q (77238.660000 sec): 3 clusters
  Score: Raw -805218.622307 + Penalty 2953.435726 = -802265.186581
  nChanged 36
		SP:Iteration 53Q (77238.810000 sec): 3 clusters
  Score: Raw -805228.977490 + Penalty 2953.435726 = -802275.541764
  nChanged 34
		SP:Iteration 54Q (77239.000000 sec): 3 clusters
  Score: Raw -805238.895943 + Penalty 2953.435726 = -802285.460217
  nChanged 29
		SP:Iteration 55Q (77239.280000 sec): 3 clusters
  Score: Raw -805245.435260 + Penalty 2953.435726 = -802291.999534
  nChanged 25
		SP:Iteration 56Q (77239.520000 sec): 3 clusters
  Score: Raw -805250.691331 + Penalty 2953.435726 = -802297.255605
  nChanged 17
		SP:Iteration 57Q (77239.730000 sec): 3 clusters
  Score: Raw -805255.361301 + Penalty 2953.435726 = -802301.925575
  nChanged 20
		SP:Iteration 58Q (77240.010000 sec): 3 clusters
  Score: Raw -805259.770159 + Penalty 2953.435726 = -802306.334433
  nChanged 24
		SP:Iteration 59Q (77240.190000 sec): 3 clusters
  Score: Raw -805265.928281 + Penalty 2953.435726 = -802312.492555
  nChanged 15
		SP:Iteration 60F (77240.420000 sec): 3 clusters
  Score: Raw -805269.584175 + Penalty 2953.435726 = -802316.148449
  nChanged 12
		SP:Iteration 61Q (77240.660000 sec): 3 clusters
  Score: Raw -805271.685221 + Penalty 2953.435726 = -802318.249494
  nChanged 17
		SP:Iteration 62Q (77240.870000 sec): 3 clusters
  Score: Raw -805275.739668 + Penalty 2953.435726 = -802322.303941
  nChanged 21
		SP:Iteration 63Q (77241.060000 sec): 3 clusters
  Score: Raw -805279.858303 + Penalty 2953.435726 = -802326.422577
  nChanged 21
		SP:Iteration 64Q (77241.280000 sec): 3 clusters
  Score: Raw -805283.053160 + Penalty 2953.435726 = -802329.617433
  nChanged 18
		SP:Iteration 65Q (77241.440000 sec): 3 clusters
  Score: Raw -805287.702483 + Penalty 2953.435726 = -802334.266757
  nChanged 20
		SP:Iteration 66Q (77241.660000 sec): 3 clusters
  Score: Raw -805291.168829 + Penalty 2953.435726 = -802337.733103
  nChanged 21
		SP:Iteration 67Q (77241.810000 sec): 3 clusters
  Score: Raw -805293.722179 + Penalty 2953.435726 = -802340.286453
  nChanged 15
		SP:Iteration 68Q (77242.020000 sec): 3 clusters
  Score: Raw -805296.386552 + Penalty 2953.435726 = -802342.950826
  nChanged 18
		SP:Iteration 69Q (77242.240000 sec): 3 clusters
  Score: Raw -805299.472749 + Penalty 2953.435726 = -802346.037022
  nChanged 12
		SP:Iteration 70Q (77242.410000 sec): 3 clusters
  Score: Raw -805300.786362 + Penalty 2953.435726 = -802347.350636
  nChanged 9
		SP:Iteration 71Q (77242.580000 sec): 3 clusters
  Score: Raw -805302.684738 + Penalty 2953.435726 = -802349.249011
  nChanged 15
		SP:Iteration 72Q (77242.750000 sec): 3 clusters
  Score: Raw -805304.982126 + Penalty 2953.435726 = -802351.546399
  nChanged 19
		SP:Iteration 73Q (77242.960000 sec): 3 clusters
  Score: Raw -805310.828989 + Penalty 2953.435726 = -802357.393263
  nChanged 19
		SP:Iteration 74Q (77243.130000 sec): 3 clusters
  Score: Raw -805314.393452 + Penalty 2953.435726 = -802360.957726
  nChanged 13
		SP:Iteration 75Q (77243.340000 sec): 3 clusters
  Score: Raw -805316.805745 + Penalty 2953.435726 = -802363.370019
  nChanged 12
		SP:Iteration 76Q (77243.500000 sec): 3 clusters
  Score: Raw -805319.135272 + Penalty 2953.435726 = -802365.699546
  nChanged 12
		SP:Iteration 77Q (77243.750000 sec): 3 clusters
  Score: Raw -805321.264028 + Penalty 2953.435726 = -802367.828302
  nChanged 15
		SP:Iteration 78Q (77243.960000 sec): 3 clusters
  Score: Raw -805323.636023 + Penalty 2953.435726 = -802370.200296
  nChanged 17
		SP:Iteration 79Q (77244.120000 sec): 3 clusters
  Score: Raw -805331.134713 + Penalty 2953.435726 = -802377.698987
  nChanged 23
		SP:Iteration 80F (77244.310000 sec): 3 clusters
  Score: Raw -805335.096308 + Penalty 2953.435726 = -802381.660581
  nChanged 17
		SP:Iteration 81Q (77244.530000 sec): 3 clusters
  Score: Raw -805338.112756 + Penalty 2953.435726 = -802384.677029
  nChanged 18
		SP:Iteration 82Q (77244.710000 sec): 3 clusters
  Score: Raw -805340.436550 + Penalty 2953.435726 = -802387.000824
  nChanged 10
		SP:Iteration 83Q (77244.880000 sec): 3 clusters
  Score: Raw -805341.958788 + Penalty 2953.435726 = -802388.523062
  nChanged 8
		SP:Iteration 84Q (77245.100000 sec): 3 clusters
  Score: Raw -805342.859879 + Penalty 2953.435726 = -802389.424153
  nChanged 9
		SP:Iteration 85Q (77245.300000 sec): 3 clusters
  Score: Raw -805344.153446 + Penalty 2953.435726 = -802390.717720
  nChanged 8
		SP:Iteration 86Q (77245.540000 sec): 3 clusters
  Score: Raw -805348.268432 + Penalty 2953.435726 = -802394.832706
  nChanged 14
		SP:Iteration 87Q (77245.770000 sec): 3 clusters
  Score: Raw -805351.934401 + Penalty 2953.435726 = -802398.498675
  nChanged 11
		SP:Iteration 88Q (77245.940000 sec): 3 clusters
  Score: Raw -805354.316500 + Penalty 2953.435726 = -802400.880774
  nChanged 15
		SP:Iteration 89Q (77246.180000 sec): 3 clusters
  Score: Raw -805357.361857 + Penalty 2953.435726 = -802403.926131
  nChanged 16
		SP:Iteration 90Q (77246.420000 sec): 3 clusters
  Score: Raw -805359.249637 + Penalty 2953.435726 = -802405.813911
  nChanged 8
		SP:Iteration 91Q (77246.640000 sec): 3 clusters
  Score: Raw -805360.580907 + Penalty 2953.435726 = -802407.145181
  nChanged 7
		SP:Iteration 92Q (77246.880000 sec): 3 clusters
  Score: Raw -805361.796421 + Penalty 2953.435726 = -802408.360695
  nChanged 10
		SP:Iteration 93Q (77247.090000 sec): 3 clusters
  Score: Raw -805362.772797 + Penalty 2953.435726 = -802409.337071
  nChanged 9
		SP:Iteration 94Q (77247.250000 sec): 3 clusters
  Score: Raw -805364.492453 + Penalty 2953.435726 = -802411.056727
  nChanged 10
		SP:Iteration 95Q (77247.480000 sec): 3 clusters
  Score: Raw -805366.055677 + Penalty 2953.435726 = -802412.619951
  nChanged 15
		SP:Iteration 96Q (77247.660000 sec): 3 clusters
  Score: Raw -805369.007945 + Penalty 2953.435726 = -802415.572219
  nChanged 13
		SP:Iteration 97Q (77247.920000 sec): 3 clusters
  Score: Raw -805371.674511 + Penalty 2953.435726 = -802418.238785
  nChanged 13
		SP:Iteration 98Q (77248.120000 sec): 3 clusters
  Score: Raw -805373.795772 + Penalty 2953.435726 = -802420.360046
  nChanged 12
		SP:Iteration 99Q (77248.410000 sec): 3 clusters
  Score: Raw -805376.155416 + Penalty 2953.435726 = -802422.719690
  nChanged 13
		SP:Iteration 100F (77248.640000 sec): 3 clusters
  Score: Raw -805377.950244 + Penalty 2953.435726 = -802424.514517
  nChanged 12
		SP:Iteration 101Q (77248.890000 sec): 3 clusters
  Score: Raw -805380.775488 + Penalty 2953.435726 = -802427.339761
  nChanged 18
		SP:Iteration 102Q (77249.120000 sec): 3 clusters
  Score: Raw -805385.292487 + Penalty 2953.435726 = -802431.856761
  nChanged 27
		SP:Iteration 103Q (77249.330000 sec): 3 clusters
  Score: Raw -805395.523900 + Penalty 2953.435726 = -802442.088174
  nChanged 36
		SP:Iteration 104Q (77249.520000 sec): 3 clusters
  Score: Raw -805404.509674 + Penalty 2953.435726 = -802451.073948
  nChanged 24
		SP:Iteration 105Q (77249.760000 sec): 3 clusters
  Score: Raw -805414.627921 + Penalty 2953.435726 = -802461.192195
  nChanged 28
		SP:Iteration 106Q (77249.970000 sec): 3 clusters
  Score: Raw -805420.835317 + Penalty 2953.435726 = -802467.399591
  nChanged 18
		SP:Iteration 107Q (77250.170000 sec): 3 clusters
  Score: Raw -805425.534624 + Penalty 2953.435726 = -802472.098898
  nChanged 22
		SP:Iteration 108Q (77250.400000 sec): 3 clusters
  Score: Raw -805432.688847 + Penalty 2953.435726 = -802479.253120
  nChanged 28
		SP:Iteration 109Q (77250.580000 sec): 3 clusters
  Score: Raw -805441.022099 + Penalty 2953.435726 = -802487.586373
  nChanged 19
		SP:Iteration 110Q (77250.850000 sec): 3 clusters
  Score: Raw -805448.772594 + Penalty 2953.435726 = -802495.336868
  nChanged 28
		SP:Iteration 111Q (77251.080000 sec): 3 clusters
  Score: Raw -805457.427248 + Penalty 2953.435726 = -802503.991522
  nChanged 25
		SP:Iteration 112Q (77251.240000 sec): 3 clusters
  Score: Raw -805468.339753 + Penalty 2953.435726 = -802514.904027
  nChanged 29
		SP:Iteration 113Q (77251.460000 sec): 3 clusters
  Score: Raw -805480.600662 + Penalty 2953.435726 = -802527.164935
  nChanged 29
		SP:Iteration 114Q (77251.660000 sec): 3 clusters
  Score: Raw -805495.368144 + Penalty 2953.435726 = -802541.932418
  nChanged 34
		SP:Iteration 115Q (77251.890000 sec): 3 clusters
  Score: Raw -805509.588434 + Penalty 2953.435726 = -802556.152707
  nChanged 38
		SP:Iteration 116Q (77252.180000 sec): 3 clusters
  Score: Raw -805530.617534 + Penalty 2953.435726 = -802577.181808
  nChanged 52
		SP:Iteration 117Q (77252.360000 sec): 3 clusters
  Score: Raw -805561.260757 + Penalty 2953.435726 = -802607.825030
  nChanged 76
		SP:Iteration 118Q (77252.600000 sec): 3 clusters
  Score: Raw -805608.243239 + Penalty 2953.435726 = -802654.807512
  nChanged 75
		SP:Iteration 119Q (77252.860000 sec): 3 clusters
  Score: Raw -805652.203555 + Penalty 2953.435726 = -802698.767828
  nChanged 79
		SP:Iteration 120F (77253.100000 sec): 3 clusters
  Score: Raw -805726.016929 + Penalty 2953.435726 = -802772.581202
  nChanged 97
		SP:Iteration 121Q (77253.360000 sec): 3 clusters
  Score: Raw -805843.796511 + Penalty 2953.435726 = -802890.360785
  nChanged 131
		SP:Iteration 122Q (77253.600000 sec): 3 clusters
  Score: Raw -805954.207354 + Penalty 2953.435726 = -803000.771628
  nChanged 103
		SP:Iteration 123Q (77253.840000 sec): 3 clusters
  Score: Raw -806047.854042 + Penalty 2953.435726 = -803094.418316
  nChanged 94
		SP:Iteration 124Q (77254.050000 sec): 3 clusters
  Score: Raw -806088.647756 + Penalty 2953.435726 = -803135.212030
  nChanged 65
		SP:Iteration 125Q (77254.310000 sec): 3 clusters
  Score: Raw -806109.529180 + Penalty 2953.435726 = -803156.093454
  nChanged 34
		SP:Iteration 126Q (77254.560000 sec): 3 clusters
  Score: Raw -806120.901664 + Penalty 2953.435726 = -803167.465937
  nChanged 32
		SP:Iteration 127Q (77254.780000 sec): 3 clusters
  Score: Raw -806129.825302 + Penalty 2953.435726 = -803176.389576
  nChanged 32
		SP:Iteration 128Q (77255.050000 sec): 3 clusters
  Score: Raw -806135.961906 + Penalty 2953.435726 = -803182.526180
  nChanged 16
		SP:Iteration 129Q (77255.280000 sec): 3 clusters
  Score: Raw -806140.162285 + Penalty 2953.435726 = -803186.726558
  nChanged 18
		SP:Iteration 130Q (77255.550000 sec): 3 clusters
  Score: Raw -806143.877865 + Penalty 2953.435726 = -803190.442139
  nChanged 15
		SP:Iteration 131Q (77255.810000 sec): 3 clusters
  Score: Raw -806146.390093 + Penalty 2953.435726 = -803192.954367
  nChanged 13
		SP:Iteration 132Q (77256.070000 sec): 3 clusters
  Score: Raw -806148.400463 + Penalty 2953.435726 = -803194.964737
  nChanged 9
		SP:Iteration 133Q (77256.340000 sec): 3 clusters
  Score: Raw -806149.162762 + Penalty 2953.435726 = -803195.727036
  nChanged 2
		SP:Iteration 134Q (77256.600000 sec): 3 clusters
  Score: Raw -806149.317173 + Penalty 2953.435726 = -803195.881447
  nChanged 0
		SP:Iteration 135F (77256.890000 sec): 3 clusters
  Score: Raw -806149.317173 + Penalty 2953.435726 = -803195.881447
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 37.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (15219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77257.060000 sec): 2 clusters
  Score: Raw -1533906.331881 + Penalty 1564.923738 = -1532341.408143
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77257.340000 sec): 3 clusters
  Score: Raw -1524937.480978 + Penalty 3129.847476 = -1521807.633502
  nChanged 6749
		SP:Iteration 1F (77257.620000 sec): 3 clusters
  Score: Raw -1528690.742132 + Penalty 3129.847476 = -1525560.894656
  nChanged 904
		SP:Iteration 2F (77257.880000 sec): 3 clusters
  Score: Raw -1529100.958692 + Penalty 3129.847476 = -1525971.111216
  nChanged 854
		SP:Iteration 3F (77258.180000 sec): 3 clusters
  Score: Raw -1529542.090870 + Penalty 3129.847476 = -1526412.243394
  nChanged 875
		SP:Iteration 4F (77258.420000 sec): 3 clusters
  Score: Raw -1529994.918317 + Penalty 3129.847476 = -1526865.070841
  nChanged 807
		SP:Iteration 5F (77258.740000 sec): 3 clusters
  Score: Raw -1530408.451782 + Penalty 3129.847476 = -1527278.604306
  nChanged 738
		SP:Iteration 6Q (77259.000000 sec): 3 clusters
  Score: Raw -1530793.547633 + Penalty 3129.847476 = -1527663.700157
  nChanged 717
		SP:Iteration 7Q (77259.320000 sec): 3 clusters
  Score: Raw -1531202.308435 + Penalty 3129.847476 = -1528072.460959
  nChanged 669
		SP:Iteration 8Q (77259.580000 sec): 3 clusters
  Score: Raw -1531591.082939 + Penalty 3129.847476 = -1528461.235463
  nChanged 600
		SP:Iteration 9Q (77259.840000 sec): 3 clusters
  Score: Raw -1531887.319185 + Penalty 3129.847476 = -1528757.471709
  nChanged 491
		SP:Iteration 10Q (77260.130000 sec): 3 clusters
  Score: Raw -1532099.612871 + Penalty 3129.847476 = -1528969.765395
  nChanged 389
		SP:Iteration 11Q (77260.370000 sec): 3 clusters
  Score: Raw -1532239.723654 + Penalty 3129.847476 = -1529109.876178
  nChanged 330
		SP:Iteration 12Q (77260.630000 sec): 3 clusters
  Score: Raw -1532344.599111 + Penalty 3129.847476 = -1529214.751635
  nChanged 282
		SP:Iteration 13Q (77260.880000 sec): 3 clusters
  Score: Raw -1532429.881025 + Penalty 3129.847476 = -1529300.033549
  nChanged 254
		SP:Iteration 14Q (77261.150000 sec): 3 clusters
  Score: Raw -1532511.125733 + Penalty 3129.847476 = -1529381.278257
  nChanged 230
		SP:Iteration 15Q (77261.440000 sec): 3 clusters
  Score: Raw -1532588.392497 + Penalty 3129.847476 = -1529458.545021
  nChanged 210
		SP:Iteration 16Q (77261.700000 sec): 3 clusters
  Score: Raw -1532665.510319 + Penalty 3129.847476 = -1529535.662843
  nChanged 223
		SP:Iteration 17Q (77261.960000 sec): 3 clusters
  Score: Raw -1532740.925683 + Penalty 3129.847476 = -1529611.078207
  nChanged 229
		SP:Iteration 18Q (77262.230000 sec): 3 clusters
  Score: Raw -1532812.674911 + Penalty 3129.847476 = -1529682.827435
  nChanged 196
		SP:Iteration 19Q (77262.530000 sec): 3 clusters
  Score: Raw -1532869.248520 + Penalty 3129.847476 = -1529739.401044
  nChanged 188
		SP:Iteration 20F (77262.880000 sec): 3 clusters
  Score: Raw -1532933.071389 + Penalty 3129.847476 = -1529803.223913
  nChanged 170
		SP:Iteration 21Q (77263.110000 sec): 3 clusters
  Score: Raw -1532985.178151 + Penalty 3129.847476 = -1529855.330675
  nChanged 176
		SP:Iteration 22Q (77263.370000 sec): 3 clusters
  Score: Raw -1533036.817535 + Penalty 3129.847476 = -1529906.970059
  nChanged 183
		SP:Iteration 23Q (77263.630000 sec): 3 clusters
  Score: Raw -1533098.590463 + Penalty 3129.847476 = -1529968.742987
  nChanged 190
		SP:Iteration 24Q (77263.960000 sec): 3 clusters
  Score: Raw -1533165.007894 + Penalty 3129.847476 = -1530035.160418
  nChanged 212
		SP:Iteration 25Q (77264.220000 sec): 3 clusters
  Score: Raw -1533239.273016 + Penalty 3129.847476 = -1530109.425540
  nChanged 209
		SP:Iteration 26Q (77264.500000 sec): 3 clusters
  Score: Raw -1533312.130607 + Penalty 3129.847476 = -1530182.283131
  nChanged 187
		SP:Iteration 27Q (77264.730000 sec): 3 clusters
  Score: Raw -1533374.967780 + Penalty 3129.847476 = -1530245.120304
  nChanged 169
		SP:Iteration 28Q (77264.970000 sec): 3 clusters
  Score: Raw -1533425.394935 + Penalty 3129.847476 = -1530295.547459
  nChanged 159
		SP:Iteration 29Q (77265.240000 sec): 3 clusters
  Score: Raw -1533468.169385 + Penalty 3129.847476 = -1530338.321909
  nChanged 142
		SP:Iteration 30Q (77265.490000 sec): 3 clusters
  Score: Raw -1533499.542769 + Penalty 3129.847476 = -1530369.695293
  nChanged 112
		SP:Iteration 31Q (77265.780000 sec): 3 clusters
  Score: Raw -1533517.365618 + Penalty 3129.847476 = -1530387.518142
  nChanged 98
		SP:Iteration 32Q (77266.030000 sec): 3 clusters
  Score: Raw -1533533.530291 + Penalty 3129.847476 = -1530403.682815
  nChanged 73
		SP:Iteration 33Q (77266.300000 sec): 3 clusters
  Score: Raw -1533548.152807 + Penalty 3129.847476 = -1530418.305331
  nChanged 77
		SP:Iteration 34Q (77266.510000 sec): 3 clusters
  Score: Raw -1533560.392184 + Penalty 3129.847476 = -1530430.544708
  nChanged 49
		SP:Iteration 35Q (77266.770000 sec): 3 clusters
  Score: Raw -1533568.801982 + Penalty 3129.847476 = -1530438.954506
  nChanged 40
		SP:Iteration 36Q (77267.010000 sec): 3 clusters
  Score: Raw -1533575.410859 + Penalty 3129.847476 = -1530445.563383
  nChanged 51
		SP:Iteration 37Q (77267.260000 sec): 3 clusters
  Score: Raw -1533584.305444 + Penalty 3129.847476 = -1530454.457967
  nChanged 50
		SP:Iteration 38Q (77267.510000 sec): 3 clusters
  Score: Raw -1533591.111682 + Penalty 3129.847476 = -1530461.264206
  nChanged 44
		SP:Iteration 39Q (77267.700000 sec): 3 clusters
  Score: Raw -1533595.487553 + Penalty 3129.847476 = -1530465.640077
  nChanged 31
		SP:Iteration 40F (77267.920000 sec): 3 clusters
  Score: Raw -1533599.024800 + Penalty 3129.847476 = -1530469.177324
  nChanged 30
		SP:Iteration 41Q (77268.130000 sec): 3 clusters
  Score: Raw -1533602.908128 + Penalty 3129.847476 = -1530473.060652
  nChanged 30
		SP:Iteration 42Q (77268.390000 sec): 3 clusters
  Score: Raw -1533605.570678 + Penalty 3129.847476 = -1530475.723202
  nChanged 21
		SP:Iteration 43Q (77268.640000 sec): 3 clusters
  Score: Raw -1533607.410498 + Penalty 3129.847476 = -1530477.563022
  nChanged 16
		SP:Iteration 44Q (77268.890000 sec): 3 clusters
  Score: Raw -1533608.684560 + Penalty 3129.847476 = -1530478.837084
  nChanged 9
		SP:Iteration 45Q (77269.130000 sec): 3 clusters
  Score: Raw -1533609.398171 + Penalty 3129.847476 = -1530479.550695
  nChanged 12
		SP:Iteration 46Q (77269.410000 sec): 3 clusters
  Score: Raw -1533610.701119 + Penalty 3129.847476 = -1530480.853643
  nChanged 11
		SP:Iteration 47Q (77269.590000 sec): 3 clusters
  Score: Raw -1533611.520312 + Penalty 3129.847476 = -1530481.672836
  nChanged 7
		SP:Iteration 48Q (77269.930000 sec): 3 clusters
  Score: Raw -1533612.029683 + Penalty 3129.847476 = -1530482.182207
  nChanged 7
		SP:Iteration 49Q (77270.170000 sec): 3 clusters
  Score: Raw -1533612.479153 + Penalty 3129.847476 = -1530482.631677
  nChanged 4
		SP:Iteration 50Q (77270.360000 sec): 3 clusters
  Score: Raw -1533612.909162 + Penalty 3129.847476 = -1530483.061686
  nChanged 4
		SP:Iteration 51Q (77270.590000 sec): 3 clusters
  Score: Raw -1533613.318352 + Penalty 3129.847476 = -1530483.470876
  nChanged 3
		SP:Iteration 52Q (77270.850000 sec): 3 clusters
  Score: Raw -1533613.424386 + Penalty 3129.847476 = -1530483.576910
  nChanged 1
		SP:Iteration 53Q (77271.120000 sec): 3 clusters
  Score: Raw -1533613.507642 + Penalty 3129.847476 = -1530483.660166
  nChanged 1
		SP:Iteration 54Q (77271.350000 sec): 3 clusters
  Score: Raw -1533613.614710 + Penalty 3129.847476 = -1530483.767234
  nChanged 2
		SP:Iteration 55Q (77271.610000 sec): 3 clusters
  Score: Raw -1533613.750290 + Penalty 3129.847476 = -1530483.902814
  nChanged 4
		SP:Iteration 56Q (77271.890000 sec): 3 clusters
  Score: Raw -1533614.017682 + Penalty 3129.847476 = -1530484.170206
  nChanged 1
		SP:Iteration 57Q (77272.140000 sec): 3 clusters
  Score: Raw -1533614.082245 + Penalty 3129.847476 = -1530484.234769
  nChanged 0
		SP:Iteration 58F (77272.400000 sec): 3 clusters
  Score: Raw -1533614.082245 + Penalty 3129.847476 = -1530484.234769
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (27752 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77272.630000 sec): 2 clusters
  Score: Raw -2861573.930411 + Penalty 1662.547768 = -2859911.382643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77273.010000 sec): 3 clusters
  Score: Raw -2844582.671746 + Penalty 3325.095536 = -2841257.576209
  nChanged 12733
		SP:Iteration 1F (77273.300000 sec): 3 clusters
  Score: Raw -2852364.535837 + Penalty 3325.095536 = -2849039.440300
  nChanged 2026
		SP:Iteration 2F (77273.620000 sec): 3 clusters
  Score: Raw -2853786.578176 + Penalty 3325.095536 = -2850461.482640
  nChanged 2356
		SP:Iteration 3F (77274.020000 sec): 3 clusters
  Score: Raw -2855771.491832 + Penalty 3325.095536 = -2852446.396296
  nChanged 2439
		SP:Iteration 4F (77274.320000 sec): 3 clusters
  Score: Raw -2857963.009247 + Penalty 3325.095536 = -2854637.913710
  nChanged 2081
		SP:Iteration 5F (77274.660000 sec): 3 clusters
  Score: Raw -2859746.451918 + Penalty 3325.095536 = -2856421.356382
  nChanged 1571
		SP:Iteration 6F (77274.980000 sec): 3 clusters
  Score: Raw -2860894.695687 + Penalty 3325.095536 = -2857569.600151
  nChanged 1113
		SP:Iteration 7Q (77275.310000 sec): 3 clusters
  Score: Raw -2861658.968266 + Penalty 3325.095536 = -2858333.872730
  nChanged 780
		SP:Iteration 8Q (77275.670000 sec): 3 clusters
  Score: Raw -2862107.914256 + Penalty 3325.095536 = -2858782.818719
  nChanged 547
		SP:Iteration 9Q (77276.070000 sec): 3 clusters
  Score: Raw -2862366.921924 + Penalty 3325.095536 = -2859041.826388
  nChanged 420
		SP:Iteration 10Q (77276.380000 sec): 3 clusters
  Score: Raw -2862569.400627 + Penalty 3325.095536 = -2859244.305091
  nChanged 315
		SP:Iteration 11Q (77276.720000 sec): 3 clusters
  Score: Raw -2862725.566920 + Penalty 3325.095536 = -2859400.471384
  nChanged 289
		SP:Iteration 12Q (77277.020000 sec): 3 clusters
  Score: Raw -2862883.639089 + Penalty 3325.095536 = -2859558.543553
  nChanged 272
		SP:Iteration 13Q (77277.400000 sec): 3 clusters
  Score: Raw -2863055.740022 + Penalty 3325.095536 = -2859730.644486
  nChanged 291
		SP:Iteration 14Q (77277.710000 sec): 3 clusters
  Score: Raw -2863268.509708 + Penalty 3325.095536 = -2859943.414171
  nChanged 246
		SP:Iteration 15Q (77278.050000 sec): 3 clusters
  Score: Raw -2863495.515481 + Penalty 3325.095536 = -2860170.419945
  nChanged 258
		SP:Iteration 16Q (77278.400000 sec): 3 clusters
  Score: Raw -2863711.633446 + Penalty 3325.095536 = -2860386.537910
  nChanged 234
		SP:Iteration 17Q (77278.710000 sec): 3 clusters
  Score: Raw -2863885.718496 + Penalty 3325.095536 = -2860560.622959
  nChanged 197
		SP:Iteration 18Q (77279.030000 sec): 3 clusters
  Score: Raw -2863992.220703 + Penalty 3325.095536 = -2860667.125166
  nChanged 151
		SP:Iteration 19Q (77279.390000 sec): 3 clusters
  Score: Raw -2864043.918734 + Penalty 3325.095536 = -2860718.823198
  nChanged 115
		SP:Iteration 20F (77279.680000 sec): 3 clusters
  Score: Raw -2864075.842088 + Penalty 3325.095536 = -2860750.746552
  nChanged 89
		SP:Iteration 21Q (77280.030000 sec): 3 clusters
  Score: Raw -2864100.196659 + Penalty 3325.095536 = -2860775.101123
  nChanged 81
		SP:Iteration 22Q (77280.370000 sec): 3 clusters
  Score: Raw -2864120.795311 + Penalty 3325.095536 = -2860795.699774
  nChanged 53
		SP:Iteration 23Q (77280.700000 sec): 3 clusters
  Score: Raw -2864132.113768 + Penalty 3325.095536 = -2860807.018232
  nChanged 45
		SP:Iteration 24Q (77281.010000 sec): 3 clusters
  Score: Raw -2864141.995525 + Penalty 3325.095536 = -2860816.899989
  nChanged 42
		SP:Iteration 25Q (77281.360000 sec): 3 clusters
  Score: Raw -2864148.784224 + Penalty 3325.095536 = -2860823.688688
  nChanged 31
		SP:Iteration 26Q (77281.710000 sec): 3 clusters
  Score: Raw -2864153.027437 + Penalty 3325.095536 = -2860827.931901
  nChanged 27
		SP:Iteration 27Q (77282.060000 sec): 3 clusters
  Score: Raw -2864157.408768 + Penalty 3325.095536 = -2860832.313232
  nChanged 16
		SP:Iteration 28Q (77282.360000 sec): 3 clusters
  Score: Raw -2864159.571747 + Penalty 3325.095536 = -2860834.476211
  nChanged 18
		SP:Iteration 29Q (77282.670000 sec): 3 clusters
  Score: Raw -2864162.336670 + Penalty 3325.095536 = -2860837.241134
  nChanged 15
		SP:Iteration 30Q (77282.950000 sec): 3 clusters
  Score: Raw -2864164.479480 + Penalty 3325.095536 = -2860839.383944
  nChanged 15
		SP:Iteration 31Q (77283.290000 sec): 3 clusters
  Score: Raw -2864166.381899 + Penalty 3325.095536 = -2860841.286363
  nChanged 11
		SP:Iteration 32Q (77283.580000 sec): 3 clusters
  Score: Raw -2864167.243750 + Penalty 3325.095536 = -2860842.148214
  nChanged 4
		SP:Iteration 33Q (77283.880000 sec): 3 clusters
  Score: Raw -2864167.612781 + Penalty 3325.095536 = -2860842.517245
  nChanged 3
		SP:Iteration 34Q (77284.260000 sec): 3 clusters
  Score: Raw -2864167.989241 + Penalty 3325.095536 = -2860842.893705
  nChanged 4
		SP:Iteration 35Q (77284.600000 sec): 3 clusters
  Score: Raw -2864168.592552 + Penalty 3325.095536 = -2860843.497016
  nChanged 5
		SP:Iteration 36Q (77284.940000 sec): 3 clusters
  Score: Raw -2864169.096162 + Penalty 3325.095536 = -2860844.000626
  nChanged 4
		SP:Iteration 37Q (77285.220000 sec): 3 clusters
  Score: Raw -2864169.361953 + Penalty 3325.095536 = -2860844.266417
  nChanged 1
		SP:Iteration 38Q (77285.490000 sec): 3 clusters
  Score: Raw -2864169.385052 + Penalty 3325.095536 = -2860844.289516
  nChanged 1
		SP:Iteration 39Q (77285.810000 sec): 3 clusters
  Score: Raw -2864169.413810 + Penalty 3325.095536 = -2860844.318274
  nChanged 1
		SP:Iteration 40F (77286.180000 sec): 3 clusters
  Score: Raw -2864169.548472 + Penalty 3325.095536 = -2860844.452935
  nChanged 2
		SP:Iteration 41Q (77286.540000 sec): 3 clusters
  Score: Raw -2864169.781991 + Penalty 3325.095536 = -2860844.686454
  nChanged 2
		SP:Iteration 42Q (77286.820000 sec): 3 clusters
  Score: Raw -2864169.936777 + Penalty 3325.095536 = -2860844.841241
  nChanged 3
		SP:Iteration 43Q (77287.160000 sec): 3 clusters
  Score: Raw -2864170.184352 + Penalty 3325.095536 = -2860845.088815
  nChanged 2
		SP:Iteration 44Q (77287.480000 sec): 3 clusters
  Score: Raw -2864170.363417 + Penalty 3325.095536 = -2860845.267881
  nChanged 1
		SP:Iteration 45Q (77287.810000 sec): 3 clusters
  Score: Raw -2864170.435718 + Penalty 3325.095536 = -2860845.340181
  nChanged 2
		SP:Iteration 46Q (77288.050000 sec): 3 clusters
  Score: Raw -2864170.582172 + Penalty 3325.095536 = -2860845.486636
  nChanged 1
		SP:Iteration 47Q (77288.360000 sec): 3 clusters
  Score: Raw -2864170.690144 + Penalty 3325.095536 = -2860845.594608
  nChanged 1
		SP:Iteration 48Q (77288.660000 sec): 3 clusters
  Score: Raw -2864170.831286 + Penalty 3325.095536 = -2860845.735750
  nChanged 1
		SP:Iteration 49Q (77288.930000 sec): 3 clusters
  Score: Raw -2864170.886178 + Penalty 3325.095536 = -2860845.790641
  nChanged 0
		SP:Iteration 50F (77289.280000 sec): 3 clusters
  Score: Raw -2864170.886178 + Penalty 3325.095536 = -2860845.790641
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77289.410000 sec): 2 clusters
  Score: Raw -234543.757114 + Penalty 1269.708627 = -233274.048486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77289.580000 sec): 3 clusters
  Score: Raw -233654.285446 + Penalty 2539.417255 = -231114.868191
  nChanged 969
		SP:Iteration 1F (77289.730000 sec): 3 clusters
  Score: Raw -236193.959488 + Penalty 2539.417255 = -233654.542233
  nChanged 459
		SP:Iteration 2F (77289.860000 sec): 3 clusters
  Score: Raw -239004.732004 + Penalty 2539.417255 = -236465.314750
  nChanged 277
		SP:Iteration 3F (77290.020000 sec): 3 clusters
  Score: Raw -240928.331645 + Penalty 2539.417255 = -238388.914390
  nChanged 130
		SP:Iteration 4F (77290.120000 sec): 3 clusters
  Score: Raw -241118.346560 + Penalty 2539.417255 = -238578.929305
  nChanged 51
		SP:Iteration 5Q (77290.310000 sec): 3 clusters
  Score: Raw -241182.048238 + Penalty 2539.417255 = -238642.630984
  nChanged 35
		SP:Iteration 6Q (77290.510000 sec): 3 clusters
  Score: Raw -241219.259389 + Penalty 2539.417255 = -238679.842135
  nChanged 22
		SP:Iteration 7Q (77290.720000 sec): 3 clusters
  Score: Raw -241238.010660 + Penalty 2539.417255 = -238698.593405
  nChanged 16
		SP:Iteration 8Q (77290.900000 sec): 3 clusters
  Score: Raw -241255.090772 + Penalty 2539.417255 = -238715.673517
  nChanged 6
		SP:Iteration 9Q (77291.060000 sec): 3 clusters
  Score: Raw -241262.620969 + Penalty 2539.417255 = -238723.203715
  nChanged 10
		SP:Iteration 10Q (77291.330000 sec): 3 clusters
  Score: Raw -241271.971083 + Penalty 2539.417255 = -238732.553828
  nChanged 8
		SP:Iteration 11Q (77291.510000 sec): 3 clusters
  Score: Raw -241281.081894 + Penalty 2539.417255 = -238741.664639
  nChanged 5
		SP:Iteration 12Q (77291.680000 sec): 3 clusters
  Score: Raw -241286.920535 + Penalty 2539.417255 = -238747.503280
  nChanged 4
		SP:Iteration 13Q (77291.840000 sec): 3 clusters
  Score: Raw -241290.061574 + Penalty 2539.417255 = -238750.644319
  nChanged 4
		SP:Iteration 14Q (77292.030000 sec): 3 clusters
  Score: Raw -241292.688467 + Penalty 2539.417255 = -238753.271213
  nChanged 2
		SP:Iteration 15Q (77292.250000 sec): 3 clusters
  Score: Raw -241295.941091 + Penalty 2539.417255 = -238756.523837
  nChanged 4
		SP:Iteration 16Q (77292.480000 sec): 3 clusters
  Score: Raw -241301.356072 + Penalty 2539.417255 = -238761.938817
  nChanged 5
		SP:Iteration 17Q (77292.660000 sec): 3 clusters
  Score: Raw -241305.905128 + Penalty 2539.417255 = -238766.487873
  nChanged 4
		SP:Iteration 18Q (77292.830000 sec): 3 clusters
  Score: Raw -241310.481911 + Penalty 2539.417255 = -238771.064657
  nChanged 0
		SP:Iteration 19F (77293.000000 sec): 3 clusters
  Score: Raw -241310.481911 + Penalty 2539.417255 = -238771.064657
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 39.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (423299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77295.180000 sec): 2 clusters
  Score: Raw -44263165.943940 + Penalty 2105.323035 = -44261060.620905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77297.640000 sec): 3 clusters
  Score: Raw -43978794.290726 + Penalty 4210.646071 = -43974583.644655
  nChanged 207100
		SP:Iteration 1F (77300.120000 sec): 3 clusters
  Score: Raw -44104369.388147 + Penalty 4210.646071 = -44100158.742076
  nChanged 12185
		SP:Iteration 2Q (77302.730000 sec): 3 clusters
  Score: Raw -44107138.116144 + Penalty 4210.646071 = -44102927.470073
  nChanged 14012
		SP:Iteration 3Q (77305.410000 sec): 3 clusters
  Score: Raw -44110841.002585 + Penalty 4210.646071 = -44106630.356514
  nChanged 16004
		SP:Iteration 4Q (77308.770000 sec): 3 clusters
  Score: Raw -44115623.660816 + Penalty 4210.646071 = -44111413.014745
  nChanged 17817
		SP:Iteration 5Q (77312.370000 sec): 3 clusters
  Score: Raw -44121535.044466 + Penalty 4210.646071 = -44117324.398395
  nChanged 19490
		SP:Iteration 6Q (77315.090000 sec): 3 clusters
  Score: Raw -44128620.021987 + Penalty 4210.646071 = -44124409.375917
  nChanged 20923
		SP:Iteration 7Q (77317.840000 sec): 3 clusters
  Score: Raw -44136749.208885 + Penalty 4210.646071 = -44132538.562814
  nChanged 21605
		SP:Iteration 8F (77320.320000 sec): 3 clusters
  Score: Raw -44145860.775580 + Penalty 4210.646071 = -44141650.129509
  nChanged 22141
		SP:Iteration 9F (77322.610000 sec): 3 clusters
  Score: Raw -44156386.112310 + Penalty 4210.646071 = -44152175.466239
  nChanged 23042
		SP:Iteration 10F (77324.920000 sec): 3 clusters
  Score: Raw -44168853.633148 + Penalty 4210.646071 = -44164642.987077
  nChanged 24214
		SP:Iteration 11F (77327.450000 sec): 3 clusters
  Score: Raw -44183943.968676 + Penalty 4210.646071 = -44179733.322606
  nChanged 25397
		SP:Iteration 12F (77329.990000 sec): 3 clusters
  Score: Raw -44202065.778985 + Penalty 4210.646071 = -44197855.132914
  nChanged 24531
		SP:Iteration 13F (77332.650000 sec): 3 clusters
  Score: Raw -44222093.983940 + Penalty 4210.646071 = -44217883.337870
  nChanged 20516
		SP:Iteration 14Q (77335.380000 sec): 3 clusters
  Score: Raw -44240644.751634 + Penalty 4210.646071 = -44236434.105564
  nChanged 13808
		SP:Iteration 15Q (77337.620000 sec): 3 clusters
  Score: Raw -44253673.948271 + Penalty 4210.646071 = -44249463.302200
  nChanged 6974
		SP:Iteration 16Q (77339.750000 sec): 3 clusters
  Score: Raw -44260061.856597 + Penalty 4210.646071 = -44255851.210526
  nChanged 2731
		SP:Iteration 17Q (77342.210000 sec): 3 clusters
  Score: Raw -44262400.044656 + Penalty 4210.646071 = -44258189.398586
  nChanged 872
		SP:Iteration 18Q (77344.310000 sec): 3 clusters
  Score: Raw -44263114.318809 + Penalty 4210.646071 = -44258903.672739
  nChanged 307
		SP:Iteration 19Q (77346.580000 sec): 3 clusters
  Score: Raw -44263416.304397 + Penalty 4210.646071 = -44259205.658326
  nChanged 155
		SP:Iteration 20F (77348.620000 sec): 3 clusters
  Score: Raw -44263597.210641 + Penalty 4210.646071 = -44259386.564570
  nChanged 100
		SP:Iteration 21Q (77350.520000 sec): 3 clusters
  Score: Raw -44263710.774745 + Penalty 4210.646071 = -44259500.128674
  nChanged 87
		SP:Iteration 22Q (77352.650000 sec): 3 clusters
  Score: Raw -44263799.113318 + Penalty 4210.646071 = -44259588.467247
  nChanged 81
		SP:Iteration 23Q (77354.690000 sec): 3 clusters
  Score: Raw -44263853.808605 + Penalty 4210.646071 = -44259643.162534
  nChanged 67
		SP:Iteration 24Q (77356.860000 sec): 3 clusters
  Score: Raw -44263903.450876 + Penalty 4210.646071 = -44259692.804805
  nChanged 55
		SP:Iteration 25Q (77359.020000 sec): 3 clusters
  Score: Raw -44263947.697886 + Penalty 4210.646071 = -44259737.051815
  nChanged 47
		SP:Iteration 26Q (77361.110000 sec): 3 clusters
  Score: Raw -44263977.183914 + Penalty 4210.646071 = -44259766.537843
  nChanged 39
		SP:Iteration 27Q (77363.110000 sec): 3 clusters
  Score: Raw -44263995.444057 + Penalty 4210.646071 = -44259784.797987
  nChanged 28
		SP:Iteration 28Q (77365.050000 sec): 3 clusters
  Score: Raw -44264011.499408 + Penalty 4210.646071 = -44259800.853338
  nChanged 26
		SP:Iteration 29Q (77367.070000 sec): 3 clusters
  Score: Raw -44264032.097418 + Penalty 4210.646071 = -44259821.451347
  nChanged 37
		SP:Iteration 30Q (77369.290000 sec): 3 clusters
  Score: Raw -44264058.393369 + Penalty 4210.646071 = -44259847.747298
  nChanged 34
		SP:Iteration 31Q (77371.580000 sec): 3 clusters
  Score: Raw -44264076.861630 + Penalty 4210.646071 = -44259866.215559
  nChanged 30
		SP:Iteration 32Q (77373.640000 sec): 3 clusters
  Score: Raw -44264095.238986 + Penalty 4210.646071 = -44259884.592915
  nChanged 32
		SP:Iteration 33Q (77376.120000 sec): 3 clusters
  Score: Raw -44264124.154075 + Penalty 4210.646071 = -44259913.508004
  nChanged 38
		SP:Iteration 34Q (77378.760000 sec): 3 clusters
  Score: Raw -44264157.458358 + Penalty 4210.646071 = -44259946.812287
  nChanged 41
		SP:Iteration 35Q (77381.440000 sec): 3 clusters
  Score: Raw -44264191.887924 + Penalty 4210.646071 = -44259981.241853
  nChanged 43
		SP:Iteration 36Q (77383.750000 sec): 3 clusters
  Score: Raw -44264222.040993 + Penalty 4210.646071 = -44260011.394922
  nChanged 48
		SP:Iteration 37Q (77385.900000 sec): 3 clusters
  Score: Raw -44264271.527102 + Penalty 4210.646071 = -44260060.881031
  nChanged 35
		SP:Iteration 38Q (77387.830000 sec): 3 clusters
  Score: Raw -44264299.023056 + Penalty 4210.646071 = -44260088.376985
  nChanged 39
		SP:Iteration 39Q (77389.830000 sec): 3 clusters
  Score: Raw -44264326.677070 + Penalty 4210.646071 = -44260116.030999
  nChanged 31
		SP:Iteration 40F (77392.230000 sec): 3 clusters
  Score: Raw -44264348.494129 + Penalty 4210.646071 = -44260137.848059
  nChanged 29
		SP:Iteration 41Q (77394.320000 sec): 3 clusters
  Score: Raw -44264366.445012 + Penalty 4210.646071 = -44260155.798941
  nChanged 26
		SP:Iteration 42Q (77396.350000 sec): 3 clusters
  Score: Raw -44264381.221743 + Penalty 4210.646071 = -44260170.575673
  nChanged 24
		SP:Iteration 43Q (77398.450000 sec): 3 clusters
  Score: Raw -44264392.522520 + Penalty 4210.646071 = -44260181.876449
  nChanged 18
		SP:Iteration 44Q (77400.570000 sec): 3 clusters
  Score: Raw -44264400.822539 + Penalty 4210.646071 = -44260190.176468
  nChanged 13
		SP:Iteration 45Q (77402.730000 sec): 3 clusters
  Score: Raw -44264407.170424 + Penalty 4210.646071 = -44260196.524353
  nChanged 17
		SP:Iteration 46Q (77404.680000 sec): 3 clusters
  Score: Raw -44264415.021738 + Penalty 4210.646071 = -44260204.375667
  nChanged 10
		SP:Iteration 47Q (77406.660000 sec): 3 clusters
  Score: Raw -44264419.154197 + Penalty 4210.646071 = -44260208.508126
  nChanged 8
		SP:Iteration 48Q (77408.610000 sec): 3 clusters
  Score: Raw -44264423.114847 + Penalty 4210.646071 = -44260212.468776
  nChanged 7
		SP:Iteration 49Q (77410.670000 sec): 3 clusters
  Score: Raw -44264426.379283 + Penalty 4210.646071 = -44260215.733212
  nChanged 6
		SP:Iteration 50Q (77412.650000 sec): 3 clusters
  Score: Raw -44264428.530036 + Penalty 4210.646071 = -44260217.883966
  nChanged 6
		SP:Iteration 51Q (77414.730000 sec): 3 clusters
  Score: Raw -44264430.505962 + Penalty 4210.646071 = -44260219.859892
  nChanged 4
		SP:Iteration 52Q (77416.700000 sec): 3 clusters
  Score: Raw -44264431.656778 + Penalty 4210.646071 = -44260221.010707
  nChanged 4
		SP:Iteration 53Q (77418.740000 sec): 3 clusters
  Score: Raw -44264433.255599 + Penalty 4210.646071 = -44260222.609528
  nChanged 5
		SP:Iteration 54Q (77420.790000 sec): 3 clusters
  Score: Raw -44264435.159100 + Penalty 4210.646071 = -44260224.513030
  nChanged 2
		SP:Iteration 55Q (77422.920000 sec): 3 clusters
  Score: Raw -44264435.516734 + Penalty 4210.646071 = -44260224.870663
  nChanged 1
		SP:Iteration 56Q (77425.000000 sec): 3 clusters
  Score: Raw -44264435.621006 + Penalty 4210.646071 = -44260224.974936
  nChanged 1
		SP:Iteration 57Q (77427.010000 sec): 3 clusters
  Score: Raw -44264435.811081 + Penalty 4210.646071 = -44260225.165010
  nChanged 1
		SP:Iteration 58Q (77428.990000 sec): 3 clusters
  Score: Raw -44264435.988661 + Penalty 4210.646071 = -44260225.342590
  nChanged 0
		SP:Iteration 59F (77431.140000 sec): 3 clusters
  Score: Raw -44264435.988661 + Penalty 4210.646071 = -44260225.342590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (25899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77431.650000 sec): 2 clusters
  Score: Raw -2760056.219782 + Penalty 1651.318441 = -2758404.901341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77431.980000 sec): 3 clusters
  Score: Raw -2744304.931388 + Penalty 3302.636882 = -2741002.294506
  nChanged 11863
		SP:Iteration 1F (77432.310000 sec): 3 clusters
  Score: Raw -2750834.479237 + Penalty 3302.636882 = -2747531.842355
  nChanged 1218
		SP:Iteration 2Q (77432.620000 sec): 3 clusters
  Score: Raw -2751322.401241 + Penalty 3302.636882 = -2748019.764359
  nChanged 1245
		SP:Iteration 3Q (77432.950000 sec): 3 clusters
  Score: Raw -2751829.643746 + Penalty 3302.636882 = -2748527.006864
  nChanged 1225
		SP:Iteration 4Q (77433.270000 sec): 3 clusters
  Score: Raw -2752329.839463 + Penalty 3302.636882 = -2749027.202581
  nChanged 1195
		SP:Iteration 5Q (77433.620000 sec): 3 clusters
  Score: Raw -2752858.635704 + Penalty 3302.636882 = -2749555.998822
  nChanged 1256
		SP:Iteration 6Q (77434.010000 sec): 3 clusters
  Score: Raw -2753472.986635 + Penalty 3302.636882 = -2750170.349753
  nChanged 1422
		SP:Iteration 7F (77434.380000 sec): 3 clusters
  Score: Raw -2754290.576571 + Penalty 3302.636882 = -2750987.939689
  nChanged 1583
		SP:Iteration 8F (77434.700000 sec): 3 clusters
  Score: Raw -2755239.696381 + Penalty 3302.636882 = -2751937.059499
  nChanged 1507
		SP:Iteration 9F (77435.010000 sec): 3 clusters
  Score: Raw -2756122.250747 + Penalty 3302.636882 = -2752819.613865
  nChanged 1303
		SP:Iteration 10F (77435.350000 sec): 3 clusters
  Score: Raw -2756736.386873 + Penalty 3302.636882 = -2753433.749991
  nChanged 1006
		SP:Iteration 11Q (77435.680000 sec): 3 clusters
  Score: Raw -2757099.454297 + Penalty 3302.636882 = -2753796.817415
  nChanged 718
		SP:Iteration 12Q (77435.950000 sec): 3 clusters
  Score: Raw -2757327.048921 + Penalty 3302.636882 = -2754024.412039
  nChanged 575
		SP:Iteration 13Q (77436.250000 sec): 3 clusters
  Score: Raw -2757490.433778 + Penalty 3302.636882 = -2754187.796896
  nChanged 458
		SP:Iteration 14Q (77436.610000 sec): 3 clusters
  Score: Raw -2757618.556893 + Penalty 3302.636882 = -2754315.920011
  nChanged 442
		SP:Iteration 15Q (77436.950000 sec): 3 clusters
  Score: Raw -2757749.553310 + Penalty 3302.636882 = -2754446.916428
  nChanged 444
		SP:Iteration 16Q (77437.290000 sec): 3 clusters
  Score: Raw -2757872.458894 + Penalty 3302.636882 = -2754569.822012
  nChanged 440
		SP:Iteration 17Q (77437.590000 sec): 3 clusters
  Score: Raw -2757993.821227 + Penalty 3302.636882 = -2754691.184345
  nChanged 469
		SP:Iteration 18Q (77437.910000 sec): 3 clusters
  Score: Raw -2758136.668495 + Penalty 3302.636882 = -2754834.031613
  nChanged 538
		SP:Iteration 19Q (77438.250000 sec): 3 clusters
  Score: Raw -2758317.116628 + Penalty 3302.636882 = -2755014.479746
  nChanged 592
		SP:Iteration 20F (77438.580000 sec): 3 clusters
  Score: Raw -2758518.057094 + Penalty 3302.636882 = -2755215.420212
  nChanged 606
		SP:Iteration 21Q (77438.900000 sec): 3 clusters
  Score: Raw -2758729.239843 + Penalty 3302.636882 = -2755426.602961
  nChanged 611
		SP:Iteration 22Q (77439.230000 sec): 3 clusters
  Score: Raw -2758947.147979 + Penalty 3302.636882 = -2755644.511097
  nChanged 673
		SP:Iteration 23Q (77439.600000 sec): 3 clusters
  Score: Raw -2759202.933201 + Penalty 3302.636882 = -2755900.296319
  nChanged 660
		SP:Iteration 24Q (77439.930000 sec): 3 clusters
  Score: Raw -2759451.541039 + Penalty 3302.636882 = -2756148.904157
  nChanged 602
		SP:Iteration 25Q (77440.320000 sec): 3 clusters
  Score: Raw -2759681.545109 + Penalty 3302.636882 = -2756378.908227
  nChanged 606
		SP:Iteration 26Q (77440.650000 sec): 3 clusters
  Score: Raw -2759916.700581 + Penalty 3302.636882 = -2756614.063699
  nChanged 584
		SP:Iteration 27Q (77440.970000 sec): 3 clusters
  Score: Raw -2760147.864744 + Penalty 3302.636882 = -2756845.227862
  nChanged 515
		SP:Iteration 28Q (77441.280000 sec): 3 clusters
  Score: Raw -2760340.806813 + Penalty 3302.636882 = -2757038.169931
  nChanged 435
		SP:Iteration 29Q (77441.570000 sec): 3 clusters
  Score: Raw -2760482.781846 + Penalty 3302.636882 = -2757180.144964
  nChanged 383
		SP:Iteration 30Q (77441.890000 sec): 3 clusters
  Score: Raw -2760596.822730 + Penalty 3302.636882 = -2757294.185848
  nChanged 325
		SP:Iteration 31Q (77442.170000 sec): 3 clusters
  Score: Raw -2760692.097697 + Penalty 3302.636882 = -2757389.460815
  nChanged 279
		SP:Iteration 32Q (77442.460000 sec): 3 clusters
  Score: Raw -2760768.872170 + Penalty 3302.636882 = -2757466.235288
  nChanged 232
		SP:Iteration 33Q (77442.820000 sec): 3 clusters
  Score: Raw -2760825.506723 + Penalty 3302.636882 = -2757522.869841
  nChanged 188
		SP:Iteration 34Q (77443.130000 sec): 3 clusters
  Score: Raw -2760869.630652 + Penalty 3302.636882 = -2757566.993770
  nChanged 151
		SP:Iteration 35Q (77443.450000 sec): 3 clusters
  Score: Raw -2760904.676691 + Penalty 3302.636882 = -2757602.039809
  nChanged 140
		SP:Iteration 36Q (77443.720000 sec): 3 clusters
  Score: Raw -2760935.007743 + Penalty 3302.636882 = -2757632.370861
  nChanged 119
		SP:Iteration 37Q (77444.080000 sec): 3 clusters
  Score: Raw -2760959.569575 + Penalty 3302.636882 = -2757656.932693
  nChanged 101
		SP:Iteration 38Q (77444.350000 sec): 3 clusters
  Score: Raw -2760975.965912 + Penalty 3302.636882 = -2757673.329030
  nChanged 77
		SP:Iteration 39Q (77444.670000 sec): 3 clusters
  Score: Raw -2760988.842968 + Penalty 3302.636882 = -2757686.206086
  nChanged 62
		SP:Iteration 40F (77444.990000 sec): 3 clusters
  Score: Raw -2760997.323098 + Penalty 3302.636882 = -2757694.686216
  nChanged 53
		SP:Iteration 41Q (77445.320000 sec): 3 clusters
  Score: Raw -2761005.467307 + Penalty 3302.636882 = -2757702.830425
  nChanged 47
		SP:Iteration 42Q (77445.620000 sec): 3 clusters
  Score: Raw -2761013.260100 + Penalty 3302.636882 = -2757710.623218
  nChanged 36
		SP:Iteration 43Q (77445.990000 sec): 3 clusters
  Score: Raw -2761018.860288 + Penalty 3302.636882 = -2757716.223406
  nChanged 34
		SP:Iteration 44Q (77446.320000 sec): 3 clusters
  Score: Raw -2761024.388560 + Penalty 3302.636882 = -2757721.751678
  nChanged 35
		SP:Iteration 45Q (77446.680000 sec): 3 clusters
  Score: Raw -2761030.982105 + Penalty 3302.636882 = -2757728.345223
  nChanged 37
		SP:Iteration 46Q (77447.010000 sec): 3 clusters
  Score: Raw -2761036.224946 + Penalty 3302.636882 = -2757733.588064
  nChanged 36
		SP:Iteration 47Q (77447.340000 sec): 3 clusters
  Score: Raw -2761042.513405 + Penalty 3302.636882 = -2757739.876523
  nChanged 32
		SP:Iteration 48Q (77447.730000 sec): 3 clusters
  Score: Raw -2761048.562380 + Penalty 3302.636882 = -2757745.925498
  nChanged 32
		SP:Iteration 49Q (77448.020000 sec): 3 clusters
  Score: Raw -2761054.077941 + Penalty 3302.636882 = -2757751.441059
  nChanged 26
		SP:Iteration 50Q (77448.340000 sec): 3 clusters
  Score: Raw -2761057.626912 + Penalty 3302.636882 = -2757754.990030
  nChanged 25
		SP:Iteration 51Q (77448.660000 sec): 3 clusters
  Score: Raw -2761061.235035 + Penalty 3302.636882 = -2757758.598153
  nChanged 23
		SP:Iteration 52Q (77448.980000 sec): 3 clusters
  Score: Raw -2761064.357997 + Penalty 3302.636882 = -2757761.721115
  nChanged 21
		SP:Iteration 53Q (77449.290000 sec): 3 clusters
  Score: Raw -2761066.682990 + Penalty 3302.636882 = -2757764.046108
  nChanged 17
		SP:Iteration 54Q (77449.670000 sec): 3 clusters
  Score: Raw -2761068.826264 + Penalty 3302.636882 = -2757766.189382
  nChanged 11
		SP:Iteration 55Q (77449.950000 sec): 3 clusters
  Score: Raw -2761070.224771 + Penalty 3302.636882 = -2757767.587889
  nChanged 8
		SP:Iteration 56Q (77450.310000 sec): 3 clusters
  Score: Raw -2761071.367068 + Penalty 3302.636882 = -2757768.730186
  nChanged 6
		SP:Iteration 57Q (77450.660000 sec): 3 clusters
  Score: Raw -2761072.229493 + Penalty 3302.636882 = -2757769.592611
  nChanged 8
		SP:Iteration 58Q (77450.960000 sec): 3 clusters
  Score: Raw -2761073.021361 + Penalty 3302.636882 = -2757770.384479
  nChanged 5
		SP:Iteration 59Q (77451.330000 sec): 3 clusters
  Score: Raw -2761073.716238 + Penalty 3302.636882 = -2757771.079356
  nChanged 8
		SP:Iteration 60F (77451.620000 sec): 3 clusters
  Score: Raw -2761074.631804 + Penalty 3302.636882 = -2757771.994922
  nChanged 9
		SP:Iteration 61Q (77451.940000 sec): 3 clusters
  Score: Raw -2761075.996497 + Penalty 3302.636882 = -2757773.359615
  nChanged 12
		SP:Iteration 62Q (77452.250000 sec): 3 clusters
  Score: Raw -2761078.356206 + Penalty 3302.636882 = -2757775.719324
  nChanged 10
		SP:Iteration 63Q (77452.550000 sec): 3 clusters
  Score: Raw -2761079.709758 + Penalty 3302.636882 = -2757777.072876
  nChanged 18
		SP:Iteration 64Q (77452.860000 sec): 3 clusters
  Score: Raw -2761082.569201 + Penalty 3302.636882 = -2757779.932319
  nChanged 14
		SP:Iteration 65Q (77453.200000 sec): 3 clusters
  Score: Raw -2761085.068307 + Penalty 3302.636882 = -2757782.431425
  nChanged 14
		SP:Iteration 66Q (77453.550000 sec): 3 clusters
  Score: Raw -2761086.968407 + Penalty 3302.636882 = -2757784.331525
  nChanged 14
		SP:Iteration 67Q (77453.880000 sec): 3 clusters
  Score: Raw -2761089.162000 + Penalty 3302.636882 = -2757786.525118
  nChanged 19
		SP:Iteration 68Q (77454.180000 sec): 3 clusters
  Score: Raw -2761091.769720 + Penalty 3302.636882 = -2757789.132838
  nChanged 19
		SP:Iteration 69Q (77454.500000 sec): 3 clusters
  Score: Raw -2761094.106339 + Penalty 3302.636882 = -2757791.469457
  nChanged 11
		SP:Iteration 70Q (77454.860000 sec): 3 clusters
  Score: Raw -2761095.417710 + Penalty 3302.636882 = -2757792.780828
  nChanged 9
		SP:Iteration 71Q (77455.160000 sec): 3 clusters
  Score: Raw -2761096.759374 + Penalty 3302.636882 = -2757794.122492
  nChanged 10
		SP:Iteration 72Q (77455.460000 sec): 3 clusters
  Score: Raw -2761097.837008 + Penalty 3302.636882 = -2757795.200126
  nChanged 5
		SP:Iteration 73Q (77455.780000 sec): 3 clusters
  Score: Raw -2761098.409770 + Penalty 3302.636882 = -2757795.772888
  nChanged 3
		SP:Iteration 74Q (77456.170000 sec): 3 clusters
  Score: Raw -2761098.681417 + Penalty 3302.636882 = -2757796.044535
  nChanged 1
		SP:Iteration 75Q (77456.490000 sec): 3 clusters
  Score: Raw -2761098.852507 + Penalty 3302.636882 = -2757796.215625
  nChanged 1
		SP:Iteration 76Q (77456.830000 sec): 3 clusters
  Score: Raw -2761099.067400 + Penalty 3302.636882 = -2757796.430518
  nChanged 4
		SP:Iteration 77Q (77457.180000 sec): 3 clusters
  Score: Raw -2761099.708678 + Penalty 3302.636882 = -2757797.071796
  nChanged 8
		SP:Iteration 78Q (77457.490000 sec): 3 clusters
  Score: Raw -2761101.184752 + Penalty 3302.636882 = -2757798.547870
  nChanged 8
		SP:Iteration 79Q (77457.820000 sec): 3 clusters
  Score: Raw -2761102.284921 + Penalty 3302.636882 = -2757799.648039
  nChanged 2
		SP:Iteration 80F (77458.140000 sec): 3 clusters
  Score: Raw -2761102.497741 + Penalty 3302.636882 = -2757799.860859
  nChanged 1
		SP:Iteration 81Q (77458.480000 sec): 3 clusters
  Score: Raw -2761102.588965 + Penalty 3302.636882 = -2757799.952083
  nChanged 1
		SP:Iteration 82Q (77458.820000 sec): 3 clusters
  Score: Raw -2761102.688874 + Penalty 3302.636882 = -2757800.051992
  nChanged 2
		SP:Iteration 83Q (77459.170000 sec): 3 clusters
  Score: Raw -2761102.870883 + Penalty 3302.636882 = -2757800.234001
  nChanged 4
		SP:Iteration 84Q (77459.530000 sec): 3 clusters
  Score: Raw -2761103.498041 + Penalty 3302.636882 = -2757800.861159
  nChanged 3
		SP:Iteration 85Q (77459.860000 sec): 3 clusters
  Score: Raw -2761103.895064 + Penalty 3302.636882 = -2757801.258182
  nChanged 2
		SP:Iteration 86Q (77460.200000 sec): 3 clusters
  Score: Raw -2761104.079564 + Penalty 3302.636882 = -2757801.442682
  nChanged 3
		SP:Iteration 87Q (77460.530000 sec): 3 clusters
  Score: Raw -2761104.331097 + Penalty 3302.636882 = -2757801.694215
  nChanged 1
		SP:Iteration 88Q (77460.900000 sec): 3 clusters
  Score: Raw -2761104.444727 + Penalty 3302.636882 = -2757801.807845
  nChanged 1
		SP:Iteration 89Q (77461.260000 sec): 3 clusters
  Score: Raw -2761104.570127 + Penalty 3302.636882 = -2757801.933245
  nChanged 1
		SP:Iteration 90Q (77461.520000 sec): 3 clusters
  Score: Raw -2761104.729432 + Penalty 3302.636882 = -2757802.092550
  nChanged 0
		SP:Iteration 91F (77461.890000 sec): 3 clusters
  Score: Raw -2761104.729432 + Penalty 3302.636882 = -2757802.092550
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (38048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77462.190000 sec): 2 clusters
  Score: Raw -3704741.408718 + Penalty 1713.823117 = -3703027.585601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77462.600000 sec): 3 clusters
  Score: Raw -3681098.667717 + Penalty 3427.646235 = -3677671.021482
  nChanged 17556
		SP:Iteration 1F (77462.950000 sec): 3 clusters
  Score: Raw -3691403.408510 + Penalty 3427.646235 = -3687975.762275
  nChanged 2415
		SP:Iteration 2F (77463.300000 sec): 3 clusters
  Score: Raw -3692817.493334 + Penalty 3427.646235 = -3689389.847100
  nChanged 2550
		SP:Iteration 3F (77463.680000 sec): 3 clusters
  Score: Raw -3694342.119973 + Penalty 3427.646235 = -3690914.473738
  nChanged 2620
		SP:Iteration 4F (77464.060000 sec): 3 clusters
  Score: Raw -3695783.245907 + Penalty 3427.646235 = -3692355.599673
  nChanged 2398
		SP:Iteration 5F (77464.460000 sec): 3 clusters
  Score: Raw -3697102.105345 + Penalty 3427.646235 = -3693674.459110
  nChanged 2213
		SP:Iteration 6F (77464.820000 sec): 3 clusters
  Score: Raw -3698315.592542 + Penalty 3427.646235 = -3694887.946307
  nChanged 1974
		SP:Iteration 7F (77465.230000 sec): 3 clusters
  Score: Raw -3699387.415741 + Penalty 3427.646235 = -3695959.769507
  nChanged 1698
		SP:Iteration 8Q (77465.600000 sec): 3 clusters
  Score: Raw -3700279.202935 + Penalty 3427.646235 = -3696851.556700
  nChanged 1495
		SP:Iteration 9Q (77466.070000 sec): 3 clusters
  Score: Raw -3700990.203122 + Penalty 3427.646235 = -3697562.556887
  nChanged 1277
		SP:Iteration 10Q (77466.400000 sec): 3 clusters
  Score: Raw -3701590.690148 + Penalty 3427.646235 = -3698163.043913
  nChanged 1136
		SP:Iteration 11Q (77466.920000 sec): 3 clusters
  Score: Raw -3702099.844577 + Penalty 3427.646235 = -3698672.198342
  nChanged 963
		SP:Iteration 12Q (77467.290000 sec): 3 clusters
  Score: Raw -3702508.270134 + Penalty 3427.646235 = -3699080.623899
  nChanged 798
		SP:Iteration 13Q (77467.720000 sec): 3 clusters
  Score: Raw -3702820.342170 + Penalty 3427.646235 = -3699392.695936
  nChanged 680
		SP:Iteration 14Q (77468.090000 sec): 3 clusters
  Score: Raw -3703070.838907 + Penalty 3427.646235 = -3699643.192672
  nChanged 581
		SP:Iteration 15Q (77468.470000 sec): 3 clusters
  Score: Raw -3703280.257265 + Penalty 3427.646235 = -3699852.611030
  nChanged 480
		SP:Iteration 16Q (77468.860000 sec): 3 clusters
  Score: Raw -3703439.218792 + Penalty 3427.646235 = -3700011.572557
  nChanged 437
		SP:Iteration 17Q (77469.230000 sec): 3 clusters
  Score: Raw -3703586.487690 + Penalty 3427.646235 = -3700158.841455
  nChanged 424
		SP:Iteration 18Q (77469.680000 sec): 3 clusters
  Score: Raw -3703711.938715 + Penalty 3427.646235 = -3700284.292480
  nChanged 366
		SP:Iteration 19Q (77470.030000 sec): 3 clusters
  Score: Raw -3703812.799630 + Penalty 3427.646235 = -3700385.153395
  nChanged 366
		SP:Iteration 20F (77470.430000 sec): 3 clusters
  Score: Raw -3703920.197081 + Penalty 3427.646235 = -3700492.550847
  nChanged 385
		SP:Iteration 21Q (77470.830000 sec): 3 clusters
  Score: Raw -3704023.335302 + Penalty 3427.646235 = -3700595.689067
  nChanged 337
		SP:Iteration 22Q (77471.220000 sec): 3 clusters
  Score: Raw -3704118.502710 + Penalty 3427.646235 = -3700690.856475
  nChanged 346
		SP:Iteration 23Q (77471.560000 sec): 3 clusters
  Score: Raw -3704208.781971 + Penalty 3427.646235 = -3700781.135736
  nChanged 307
		SP:Iteration 24Q (77471.950000 sec): 3 clusters
  Score: Raw -3704282.478985 + Penalty 3427.646235 = -3700854.832750
  nChanged 310
		SP:Iteration 25Q (77472.360000 sec): 3 clusters
  Score: Raw -3704358.468249 + Penalty 3427.646235 = -3700930.822014
  nChanged 301
		SP:Iteration 26Q (77472.750000 sec): 3 clusters
  Score: Raw -3704437.112893 + Penalty 3427.646235 = -3701009.466658
  nChanged 287
		SP:Iteration 27Q (77473.120000 sec): 3 clusters
  Score: Raw -3704511.822193 + Penalty 3427.646235 = -3701084.175958
  nChanged 294
		SP:Iteration 28Q (77473.490000 sec): 3 clusters
  Score: Raw -3704580.132549 + Penalty 3427.646235 = -3701152.486314
  nChanged 235
		SP:Iteration 29Q (77473.930000 sec): 3 clusters
  Score: Raw -3704630.089732 + Penalty 3427.646235 = -3701202.443497
  nChanged 226
		SP:Iteration 30Q (77474.340000 sec): 3 clusters
  Score: Raw -3704681.783781 + Penalty 3427.646235 = -3701254.137546
  nChanged 213
		SP:Iteration 31Q (77474.720000 sec): 3 clusters
  Score: Raw -3704729.556382 + Penalty 3427.646235 = -3701301.910147
  nChanged 203
		SP:Iteration 32Q (77475.120000 sec): 3 clusters
  Score: Raw -3704771.891065 + Penalty 3427.646235 = -3701344.244830
  nChanged 191
		SP:Iteration 33Q (77475.480000 sec): 3 clusters
  Score: Raw -3704807.832080 + Penalty 3427.646235 = -3701380.185845
  nChanged 180
		SP:Iteration 34Q (77475.820000 sec): 3 clusters
  Score: Raw -3704842.644498 + Penalty 3427.646235 = -3701414.998263
  nChanged 172
		SP:Iteration 35Q (77476.180000 sec): 3 clusters
  Score: Raw -3704875.900419 + Penalty 3427.646235 = -3701448.254184
  nChanged 161
		SP:Iteration 36Q (77476.510000 sec): 3 clusters
  Score: Raw -3704906.064670 + Penalty 3427.646235 = -3701478.418435
  nChanged 152
		SP:Iteration 37Q (77476.880000 sec): 3 clusters
  Score: Raw -3704933.592229 + Penalty 3427.646235 = -3701505.945994
  nChanged 145
		SP:Iteration 38Q (77477.230000 sec): 3 clusters
  Score: Raw -3704958.758091 + Penalty 3427.646235 = -3701531.111856
  nChanged 137
		SP:Iteration 39Q (77477.580000 sec): 3 clusters
  Score: Raw -3704979.885995 + Penalty 3427.646235 = -3701552.239761
  nChanged 121
		SP:Iteration 40F (77477.970000 sec): 3 clusters
  Score: Raw -3705000.690789 + Penalty 3427.646235 = -3701573.044554
  nChanged 114
		SP:Iteration 41Q (77478.320000 sec): 3 clusters
  Score: Raw -3705018.560921 + Penalty 3427.646235 = -3701590.914686
  nChanged 112
		SP:Iteration 42Q (77478.750000 sec): 3 clusters
  Score: Raw -3705035.661496 + Penalty 3427.646235 = -3701608.015262
  nChanged 110
		SP:Iteration 43Q (77479.100000 sec): 3 clusters
  Score: Raw -3705053.836329 + Penalty 3427.646235 = -3701626.190094
  nChanged 119
		SP:Iteration 44Q (77479.500000 sec): 3 clusters
  Score: Raw -3705076.166976 + Penalty 3427.646235 = -3701648.520741
  nChanged 146
		SP:Iteration 45Q (77479.860000 sec): 3 clusters
  Score: Raw -3705108.146921 + Penalty 3427.646235 = -3701680.500687
  nChanged 144
		SP:Iteration 46Q (77480.240000 sec): 3 clusters
  Score: Raw -3705134.719021 + Penalty 3427.646235 = -3701707.072786
  nChanged 119
		SP:Iteration 47Q (77480.610000 sec): 3 clusters
  Score: Raw -3705156.781143 + Penalty 3427.646235 = -3701729.134908
  nChanged 93
		SP:Iteration 48Q (77480.990000 sec): 3 clusters
  Score: Raw -3705170.680320 + Penalty 3427.646235 = -3701743.034085
  nChanged 86
		SP:Iteration 49Q (77481.360000 sec): 3 clusters
  Score: Raw -3705181.948200 + Penalty 3427.646235 = -3701754.301965
  nChanged 72
		SP:Iteration 50Q (77481.760000 sec): 3 clusters
  Score: Raw -3705193.333862 + Penalty 3427.646235 = -3701765.687627
  nChanged 70
		SP:Iteration 51Q (77482.170000 sec): 3 clusters
  Score: Raw -3705204.130474 + Penalty 3427.646235 = -3701776.484239
  nChanged 78
		SP:Iteration 52Q (77482.540000 sec): 3 clusters
  Score: Raw -3705216.667782 + Penalty 3427.646235 = -3701789.021548
  nChanged 75
		SP:Iteration 53Q (77482.890000 sec): 3 clusters
  Score: Raw -3705229.401599 + Penalty 3427.646235 = -3701801.755364
  nChanged 79
		SP:Iteration 54Q (77483.300000 sec): 3 clusters
  Score: Raw -3705244.856730 + Penalty 3427.646235 = -3701817.210496
  nChanged 80
		SP:Iteration 55Q (77483.630000 sec): 3 clusters
  Score: Raw -3705258.814328 + Penalty 3427.646235 = -3701831.168093
  nChanged 87
		SP:Iteration 56Q (77484.040000 sec): 3 clusters
  Score: Raw -3705277.429208 + Penalty 3427.646235 = -3701849.782974
  nChanged 91
		SP:Iteration 57Q (77484.410000 sec): 3 clusters
  Score: Raw -3705294.729621 + Penalty 3427.646235 = -3701867.083386
  nChanged 72
		SP:Iteration 58Q (77484.800000 sec): 3 clusters
  Score: Raw -3705309.735156 + Penalty 3427.646235 = -3701882.088921
  nChanged 72
		SP:Iteration 59Q (77485.110000 sec): 3 clusters
  Score: Raw -3705321.914325 + Penalty 3427.646235 = -3701894.268090
  nChanged 65
		SP:Iteration 60F (77485.480000 sec): 3 clusters
  Score: Raw -3705334.690829 + Penalty 3427.646235 = -3701907.044594
  nChanged 66
		SP:Iteration 61Q (77485.870000 sec): 3 clusters
  Score: Raw -3705345.237512 + Penalty 3427.646235 = -3701917.591278
  nChanged 58
		SP:Iteration 62Q (77486.240000 sec): 3 clusters
  Score: Raw -3705355.312623 + Penalty 3427.646235 = -3701927.666388
  nChanged 65
		SP:Iteration 63Q (77486.600000 sec): 3 clusters
  Score: Raw -3705367.702099 + Penalty 3427.646235 = -3701940.055864
  nChanged 56
		SP:Iteration 64Q (77486.950000 sec): 3 clusters
  Score: Raw -3705377.543588 + Penalty 3427.646235 = -3701949.897354
  nChanged 58
		SP:Iteration 65Q (77487.290000 sec): 3 clusters
  Score: Raw -3705385.994256 + Penalty 3427.646235 = -3701958.348022
  nChanged 56
		SP:Iteration 66Q (77487.680000 sec): 3 clusters
  Score: Raw -3705394.434725 + Penalty 3427.646235 = -3701966.788490
  nChanged 45
		SP:Iteration 67Q (77488.080000 sec): 3 clusters
  Score: Raw -3705402.210138 + Penalty 3427.646235 = -3701974.563903
  nChanged 57
		SP:Iteration 68Q (77488.410000 sec): 3 clusters
  Score: Raw -3705415.484532 + Penalty 3427.646235 = -3701987.838297
  nChanged 58
		SP:Iteration 69Q (77488.750000 sec): 3 clusters
  Score: Raw -3705430.086400 + Penalty 3427.646235 = -3702002.440165
  nChanged 61
		SP:Iteration 70Q (77489.190000 sec): 3 clusters
  Score: Raw -3705444.127221 + Penalty 3427.646235 = -3702016.480986
  nChanged 64
		SP:Iteration 71Q (77489.530000 sec): 3 clusters
  Score: Raw -3705459.879382 + Penalty 3427.646235 = -3702032.233147
  nChanged 61
		SP:Iteration 72Q (77489.920000 sec): 3 clusters
  Score: Raw -3705473.161317 + Penalty 3427.646235 = -3702045.515082
  nChanged 63
		SP:Iteration 73Q (77490.310000 sec): 3 clusters
  Score: Raw -3705487.254139 + Penalty 3427.646235 = -3702059.607904
  nChanged 54
		SP:Iteration 74Q (77490.630000 sec): 3 clusters
  Score: Raw -3705499.973106 + Penalty 3427.646235 = -3702072.326872
  nChanged 57
		SP:Iteration 75Q (77491.010000 sec): 3 clusters
  Score: Raw -3705513.534948 + Penalty 3427.646235 = -3702085.888713
  nChanged 62
		SP:Iteration 76Q (77491.410000 sec): 3 clusters
  Score: Raw -3705528.753615 + Penalty 3427.646235 = -3702101.107381
  nChanged 61
		SP:Iteration 77Q (77491.750000 sec): 3 clusters
  Score: Raw -3705545.468459 + Penalty 3427.646235 = -3702117.822225
  nChanged 60
		SP:Iteration 78Q (77492.130000 sec): 3 clusters
  Score: Raw -3705559.858402 + Penalty 3427.646235 = -3702132.212168
  nChanged 55
		SP:Iteration 79Q (77492.540000 sec): 3 clusters
  Score: Raw -3705572.836621 + Penalty 3427.646235 = -3702145.190386
  nChanged 47
		SP:Iteration 80F (77492.950000 sec): 3 clusters
  Score: Raw -3705589.077895 + Penalty 3427.646235 = -3702161.431660
  nChanged 61
		SP:Iteration 81Q (77493.280000 sec): 3 clusters
  Score: Raw -3705612.086984 + Penalty 3427.646235 = -3702184.440749
  nChanged 76
		SP:Iteration 82Q (77493.650000 sec): 3 clusters
  Score: Raw -3705636.346504 + Penalty 3427.646235 = -3702208.700269
  nChanged 66
		SP:Iteration 83Q (77494.030000 sec): 3 clusters
  Score: Raw -3705653.738195 + Penalty 3427.646235 = -3702226.091960
  nChanged 48
		SP:Iteration 84Q (77494.420000 sec): 3 clusters
  Score: Raw -3705666.429751 + Penalty 3427.646235 = -3702238.783516
  nChanged 49
		SP:Iteration 85Q (77494.770000 sec): 3 clusters
  Score: Raw -3705680.696764 + Penalty 3427.646235 = -3702253.050529
  nChanged 64
		SP:Iteration 86Q (77495.100000 sec): 3 clusters
  Score: Raw -3705700.616240 + Penalty 3427.646235 = -3702272.970005
  nChanged 53
		SP:Iteration 87Q (77495.510000 sec): 3 clusters
  Score: Raw -3705718.172972 + Penalty 3427.646235 = -3702290.526737
  nChanged 54
		SP:Iteration 88Q (77495.910000 sec): 3 clusters
  Score: Raw -3705734.544666 + Penalty 3427.646235 = -3702306.898431
  nChanged 45
		SP:Iteration 89Q (77496.290000 sec): 3 clusters
  Score: Raw -3705748.584934 + Penalty 3427.646235 = -3702320.938699
  nChanged 48
		SP:Iteration 90Q (77496.660000 sec): 3 clusters
  Score: Raw -3705762.669557 + Penalty 3427.646235 = -3702335.023322
  nChanged 44
		SP:Iteration 91Q (77497.060000 sec): 3 clusters
  Score: Raw -3705773.790454 + Penalty 3427.646235 = -3702346.144219
  nChanged 27
		SP:Iteration 92Q (77497.430000 sec): 3 clusters
  Score: Raw -3705780.958754 + Penalty 3427.646235 = -3702353.312519
  nChanged 24
		SP:Iteration 93Q (77497.840000 sec): 3 clusters
  Score: Raw -3705785.411382 + Penalty 3427.646235 = -3702357.765147
  nChanged 16
		SP:Iteration 94Q (77498.250000 sec): 3 clusters
  Score: Raw -3705788.017817 + Penalty 3427.646235 = -3702360.371583
  nChanged 15
		SP:Iteration 95Q (77498.660000 sec): 3 clusters
  Score: Raw -3705790.621116 + Penalty 3427.646235 = -3702362.974881
  nChanged 11
		SP:Iteration 96Q (77498.990000 sec): 3 clusters
  Score: Raw -3705793.298111 + Penalty 3427.646235 = -3702365.651877
  nChanged 13
		SP:Iteration 97Q (77499.360000 sec): 3 clusters
  Score: Raw -3705795.535064 + Penalty 3427.646235 = -3702367.888829
  nChanged 9
		SP:Iteration 98Q (77499.680000 sec): 3 clusters
  Score: Raw -3705798.070326 + Penalty 3427.646235 = -3702370.424091
  nChanged 12
		SP:Iteration 99Q (77500.080000 sec): 3 clusters
  Score: Raw -3705800.062418 + Penalty 3427.646235 = -3702372.416183
  nChanged 7
		SP:Iteration 100F (77500.490000 sec): 3 clusters
  Score: Raw -3705801.208075 + Penalty 3427.646235 = -3702373.561841
  nChanged 7
		SP:Iteration 101Q (77500.880000 sec): 3 clusters
  Score: Raw -3705802.038782 + Penalty 3427.646235 = -3702374.392547
  nChanged 3
		SP:Iteration 102Q (77501.300000 sec): 3 clusters
  Score: Raw -3705802.467629 + Penalty 3427.646235 = -3702374.821394
  nChanged 0
		SP:Iteration 103F (77501.720000 sec): 3 clusters
  Score: Raw -3705802.467629 + Penalty 3427.646235 = -3702374.821394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (4089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77501.850000 sec): 2 clusters
  Score: Raw -389467.028665 + Penalty 1351.359055 = -388115.669611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77502.080000 sec): 3 clusters
  Score: Raw -387449.786623 + Penalty 2702.718109 = -384747.068514
  nChanged 1625
		SP:Iteration 1F (77502.280000 sec): 3 clusters
  Score: Raw -388556.783902 + Penalty 2702.718109 = -385854.065793
  nChanged 397
		SP:Iteration 2F (77502.430000 sec): 3 clusters
  Score: Raw -388863.434889 + Penalty 2702.718109 = -386160.716780
  nChanged 269
		SP:Iteration 3F (77502.600000 sec): 3 clusters
  Score: Raw -389065.117069 + Penalty 2702.718109 = -386362.398960
  nChanged 204
		SP:Iteration 4Q (77502.820000 sec): 3 clusters
  Score: Raw -389216.512550 + Penalty 2702.718109 = -386513.794441
  nChanged 185
		SP:Iteration 5Q (77503.020000 sec): 3 clusters
  Score: Raw -389355.910833 + Penalty 2702.718109 = -386653.192724
  nChanged 171
		SP:Iteration 6Q (77503.220000 sec): 3 clusters
  Score: Raw -389499.642688 + Penalty 2702.718109 = -386796.924578
  nChanged 166
		SP:Iteration 7Q (77503.370000 sec): 3 clusters
  Score: Raw -389636.482009 + Penalty 2702.718109 = -386933.763900
  nChanged 127
		SP:Iteration 8Q (77503.600000 sec): 3 clusters
  Score: Raw -389733.568330 + Penalty 2702.718109 = -387030.850221
  nChanged 99
		SP:Iteration 9Q (77503.820000 sec): 3 clusters
  Score: Raw -389823.454495 + Penalty 2702.718109 = -387120.736386
  nChanged 88
		SP:Iteration 10Q (77504.040000 sec): 3 clusters
  Score: Raw -389899.037510 + Penalty 2702.718109 = -387196.319400
  nChanged 79
		SP:Iteration 11Q (77504.240000 sec): 3 clusters
  Score: Raw -389950.061947 + Penalty 2702.718109 = -387247.343837
  nChanged 45
		SP:Iteration 12Q (77504.440000 sec): 3 clusters
  Score: Raw -389969.604659 + Penalty 2702.718109 = -387266.886550
  nChanged 29
		SP:Iteration 13Q (77504.600000 sec): 3 clusters
  Score: Raw -389980.060647 + Penalty 2702.718109 = -387277.342537
  nChanged 22
		SP:Iteration 14Q (77504.760000 sec): 3 clusters
  Score: Raw -389988.612322 + Penalty 2702.718109 = -387285.894213
  nChanged 16
		SP:Iteration 15Q (77504.950000 sec): 3 clusters
  Score: Raw -389992.785326 + Penalty 2702.718109 = -387290.067217
  nChanged 14
		SP:Iteration 16Q (77505.140000 sec): 3 clusters
  Score: Raw -389997.161345 + Penalty 2702.718109 = -387294.443236
  nChanged 10
		SP:Iteration 17Q (77505.310000 sec): 3 clusters
  Score: Raw -389998.691628 + Penalty 2702.718109 = -387295.973519
  nChanged 4
		SP:Iteration 18Q (77505.480000 sec): 3 clusters
  Score: Raw -389999.427459 + Penalty 2702.718109 = -387296.709350
  nChanged 1
		SP:Iteration 19Q (77505.630000 sec): 3 clusters
  Score: Raw -389999.737245 + Penalty 2702.718109 = -387297.019136
  nChanged 2
		SP:Iteration 20F (77505.850000 sec): 3 clusters
  Score: Raw -390000.058247 + Penalty 2702.718109 = -387297.340138
  nChanged 6
		SP:Iteration 21Q (77505.960000 sec): 3 clusters
  Score: Raw -390001.282561 + Penalty 2702.718109 = -387298.564452
  nChanged 3
		SP:Iteration 22Q (77506.190000 sec): 3 clusters
  Score: Raw -390001.905710 + Penalty 2702.718109 = -387299.187601
  nChanged 3
		SP:Iteration 23Q (77506.370000 sec): 3 clusters
  Score: Raw -390002.565836 + Penalty 2702.718109 = -387299.847727
  nChanged 2
		SP:Iteration 24Q (77506.570000 sec): 3 clusters
  Score: Raw -390003.148509 + Penalty 2702.718109 = -387300.430400
  nChanged 5
		SP:Iteration 25Q (77506.750000 sec): 3 clusters
  Score: Raw -390005.079703 + Penalty 2702.718109 = -387302.361594
  nChanged 6
		SP:Iteration 26Q (77506.920000 sec): 3 clusters
  Score: Raw -390007.195279 + Penalty 2702.718109 = -387304.477170
  nChanged 7
		SP:Iteration 27Q (77507.090000 sec): 3 clusters
  Score: Raw -390008.441140 + Penalty 2702.718109 = -387305.723030
  nChanged 3
		SP:Iteration 28Q (77507.270000 sec): 3 clusters
  Score: Raw -390008.969629 + Penalty 2702.718109 = -387306.251519
  nChanged 1
		SP:Iteration 29Q (77507.420000 sec): 3 clusters
  Score: Raw -390009.301454 + Penalty 2702.718109 = -387306.583345
  nChanged 2
		SP:Iteration 30Q (77507.620000 sec): 3 clusters
  Score: Raw -390010.180549 + Penalty 2702.718109 = -387307.462439
  nChanged 1
		SP:Iteration 31Q (77507.770000 sec): 3 clusters
  Score: Raw -390010.372328 + Penalty 2702.718109 = -387307.654219
  nChanged 1
		SP:Iteration 32Q (77507.940000 sec): 3 clusters
  Score: Raw -390010.549749 + Penalty 2702.718109 = -387307.831640
  nChanged 0
		SP:Iteration 33F (77508.110000 sec): 3 clusters
  Score: Raw -390010.549749 + Penalty 2702.718109 = -387307.831640
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (9772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77508.280000 sec): 2 clusters
  Score: Raw -968304.516557 + Penalty 1492.932420 = -966811.584137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77508.550000 sec): 3 clusters
  Score: Raw -962754.739464 + Penalty 2985.864841 = -959768.874624
  nChanged 4290
		SP:Iteration 1F (77508.750000 sec): 3 clusters
  Score: Raw -965141.491849 + Penalty 2985.864841 = -962155.627008
  nChanged 688
		SP:Iteration 2F (77509.030000 sec): 3 clusters
  Score: Raw -965513.098255 + Penalty 2985.864841 = -962527.233414
  nChanged 594
		SP:Iteration 3F (77509.290000 sec): 3 clusters
  Score: Raw -965865.650294 + Penalty 2985.864841 = -962879.785453
  nChanged 586
		SP:Iteration 4F (77509.570000 sec): 3 clusters
  Score: Raw -966258.224102 + Penalty 2985.864841 = -963272.359261
  nChanged 560
		SP:Iteration 5F (77509.810000 sec): 3 clusters
  Score: Raw -966691.901684 + Penalty 2985.864841 = -963706.036843
  nChanged 558
		SP:Iteration 6F (77510.040000 sec): 3 clusters
  Score: Raw -967165.382835 + Penalty 2985.864841 = -964179.517995
  nChanged 562
		SP:Iteration 7F (77510.270000 sec): 3 clusters
  Score: Raw -967638.780182 + Penalty 2985.864841 = -964652.915341
  nChanged 499
		SP:Iteration 8F (77510.470000 sec): 3 clusters
  Score: Raw -968057.096630 + Penalty 2985.864841 = -965071.231789
  nChanged 430
		SP:Iteration 9Q (77510.720000 sec): 3 clusters
  Score: Raw -968412.646937 + Penalty 2985.864841 = -965426.782096
  nChanged 363
		SP:Iteration 10Q (77510.940000 sec): 3 clusters
  Score: Raw -968675.604125 + Penalty 2985.864841 = -965689.739285
  nChanged 295
		SP:Iteration 11Q (77511.100000 sec): 3 clusters
  Score: Raw -968871.412340 + Penalty 2985.864841 = -965885.547499
  nChanged 228
		SP:Iteration 12Q (77511.260000 sec): 3 clusters
  Score: Raw -968988.055156 + Penalty 2985.864841 = -966002.190315
  nChanged 172
		SP:Iteration 13Q (77511.460000 sec): 3 clusters
  Score: Raw -969058.170429 + Penalty 2985.864841 = -966072.305589
  nChanged 114
		SP:Iteration 14Q (77511.650000 sec): 3 clusters
  Score: Raw -969099.768877 + Penalty 2985.864841 = -966113.904036
  nChanged 85
		SP:Iteration 15Q (77511.880000 sec): 3 clusters
  Score: Raw -969123.997868 + Penalty 2985.864841 = -966138.133028
  nChanged 60
		SP:Iteration 16Q (77512.100000 sec): 3 clusters
  Score: Raw -969142.551177 + Penalty 2985.864841 = -966156.686337
  nChanged 63
		SP:Iteration 17Q (77512.310000 sec): 3 clusters
  Score: Raw -969160.134166 + Penalty 2985.864841 = -966174.269326
  nChanged 50
		SP:Iteration 18Q (77512.540000 sec): 3 clusters
  Score: Raw -969170.375126 + Penalty 2985.864841 = -966184.510286
  nChanged 38
		SP:Iteration 19Q (77512.780000 sec): 3 clusters
  Score: Raw -969177.752943 + Penalty 2985.864841 = -966191.888103
  nChanged 32
		SP:Iteration 20F (77513.000000 sec): 3 clusters
  Score: Raw -969185.701699 + Penalty 2985.864841 = -966199.836859
  nChanged 30
		SP:Iteration 21Q (77513.230000 sec): 3 clusters
  Score: Raw -969192.421927 + Penalty 2985.864841 = -966206.557086
  nChanged 23
		SP:Iteration 22Q (77513.470000 sec): 3 clusters
  Score: Raw -969196.399861 + Penalty 2985.864841 = -966210.535021
  nChanged 20
		SP:Iteration 23Q (77513.730000 sec): 3 clusters
  Score: Raw -969199.616654 + Penalty 2985.864841 = -966213.751814
  nChanged 20
		SP:Iteration 24Q (77513.970000 sec): 3 clusters
  Score: Raw -969202.435842 + Penalty 2985.864841 = -966216.571002
  nChanged 14
		SP:Iteration 25Q (77514.160000 sec): 3 clusters
  Score: Raw -969205.146672 + Penalty 2985.864841 = -966219.281832
  nChanged 16
		SP:Iteration 26Q (77514.400000 sec): 3 clusters
  Score: Raw -969209.247712 + Penalty 2985.864841 = -966223.382871
  nChanged 20
		SP:Iteration 27Q (77514.620000 sec): 3 clusters
  Score: Raw -969213.680443 + Penalty 2985.864841 = -966227.815603
  nChanged 27
		SP:Iteration 28Q (77514.790000 sec): 3 clusters
  Score: Raw -969222.701235 + Penalty 2985.864841 = -966236.836394
  nChanged 37
		SP:Iteration 29Q (77514.970000 sec): 3 clusters
  Score: Raw -969233.792806 + Penalty 2985.864841 = -966247.927965
  nChanged 51
		SP:Iteration 30Q (77515.220000 sec): 3 clusters
  Score: Raw -969248.763815 + Penalty 2985.864841 = -966262.898974
  nChanged 36
		SP:Iteration 31Q (77515.500000 sec): 3 clusters
  Score: Raw -969259.912300 + Penalty 2985.864841 = -966274.047459
  nChanged 33
		SP:Iteration 32Q (77515.750000 sec): 3 clusters
  Score: Raw -969267.175800 + Penalty 2985.864841 = -966281.310959
  nChanged 20
		SP:Iteration 33Q (77516.010000 sec): 3 clusters
  Score: Raw -969271.765515 + Penalty 2985.864841 = -966285.900674
  nChanged 13
		SP:Iteration 34Q (77516.190000 sec): 3 clusters
  Score: Raw -969274.895457 + Penalty 2985.864841 = -966289.030616
  nChanged 15
		SP:Iteration 35Q (77516.360000 sec): 3 clusters
  Score: Raw -969276.593534 + Penalty 2985.864841 = -966290.728694
  nChanged 9
		SP:Iteration 36Q (77516.570000 sec): 3 clusters
  Score: Raw -969278.425364 + Penalty 2985.864841 = -966292.560523
  nChanged 17
		SP:Iteration 37Q (77516.810000 sec): 3 clusters
  Score: Raw -969282.639941 + Penalty 2985.864841 = -966296.775100
  nChanged 21
		SP:Iteration 38Q (77516.990000 sec): 3 clusters
  Score: Raw -969287.402948 + Penalty 2985.864841 = -966301.538107
  nChanged 20
		SP:Iteration 39Q (77517.220000 sec): 3 clusters
  Score: Raw -969293.315845 + Penalty 2985.864841 = -966307.451004
  nChanged 22
		SP:Iteration 40F (77517.470000 sec): 3 clusters
  Score: Raw -969299.727761 + Penalty 2985.864841 = -966313.862921
  nChanged 25
		SP:Iteration 41Q (77517.630000 sec): 3 clusters
  Score: Raw -969307.273042 + Penalty 2985.864841 = -966321.408202
  nChanged 29
		SP:Iteration 42Q (77517.870000 sec): 3 clusters
  Score: Raw -969314.370644 + Penalty 2985.864841 = -966328.505803
  nChanged 25
		SP:Iteration 43Q (77518.140000 sec): 3 clusters
  Score: Raw -969319.461735 + Penalty 2985.864841 = -966333.596894
  nChanged 21
		SP:Iteration 44Q (77518.410000 sec): 3 clusters
  Score: Raw -969323.611937 + Penalty 2985.864841 = -966337.747096
  nChanged 21
		SP:Iteration 45Q (77518.620000 sec): 3 clusters
  Score: Raw -969327.471269 + Penalty 2985.864841 = -966341.606429
  nChanged 20
		SP:Iteration 46Q (77518.900000 sec): 3 clusters
  Score: Raw -969330.613636 + Penalty 2985.864841 = -966344.748795
  nChanged 26
		SP:Iteration 47Q (77519.180000 sec): 3 clusters
  Score: Raw -969335.454945 + Penalty 2985.864841 = -966349.590105
  nChanged 25
		SP:Iteration 48Q (77519.440000 sec): 3 clusters
  Score: Raw -969339.161053 + Penalty 2985.864841 = -966353.296213
  nChanged 12
		SP:Iteration 49Q (77519.670000 sec): 3 clusters
  Score: Raw -969340.638227 + Penalty 2985.864841 = -966354.773387
  nChanged 13
		SP:Iteration 50Q (77519.940000 sec): 3 clusters
  Score: Raw -969342.234734 + Penalty 2985.864841 = -966356.369894
  nChanged 6
		SP:Iteration 51Q (77520.190000 sec): 3 clusters
  Score: Raw -969343.154350 + Penalty 2985.864841 = -966357.289510
  nChanged 7
		SP:Iteration 52Q (77520.410000 sec): 3 clusters
  Score: Raw -969343.830205 + Penalty 2985.864841 = -966357.965364
  nChanged 8
		SP:Iteration 53Q (77520.670000 sec): 3 clusters
  Score: Raw -969344.506647 + Penalty 2985.864841 = -966358.641807
  nChanged 3
		SP:Iteration 54Q (77520.880000 sec): 3 clusters
  Score: Raw -969344.797402 + Penalty 2985.864841 = -966358.932561
  nChanged 5
		SP:Iteration 55Q (77521.120000 sec): 3 clusters
  Score: Raw -969345.402756 + Penalty 2985.864841 = -966359.537916
  nChanged 5
		SP:Iteration 56Q (77521.360000 sec): 3 clusters
  Score: Raw -969345.937880 + Penalty 2985.864841 = -966360.073039
  nChanged 5
		SP:Iteration 57Q (77521.540000 sec): 3 clusters
  Score: Raw -969346.338074 + Penalty 2985.864841 = -966360.473234
  nChanged 4
		SP:Iteration 58Q (77521.750000 sec): 3 clusters
  Score: Raw -969346.677678 + Penalty 2985.864841 = -966360.812837
  nChanged 3
		SP:Iteration 59Q (77522.000000 sec): 3 clusters
  Score: Raw -969346.913300 + Penalty 2985.864841 = -966361.048459
  nChanged 3
		SP:Iteration 60F (77522.210000 sec): 3 clusters
  Score: Raw -969347.029264 + Penalty 2985.864841 = -966361.164424
  nChanged 1
		SP:Iteration 61Q (77522.470000 sec): 3 clusters
  Score: Raw -969347.077051 + Penalty 2985.864841 = -966361.212210
  nChanged 0
		SP:Iteration 62F (77522.690000 sec): 3 clusters
  Score: Raw -969347.077051 + Penalty 2985.864841 = -966361.212210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77522.850000 sec): 2 clusters
  Score: Raw -1524581.749362 + Penalty 1555.946101 = -1523025.803261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77523.150000 sec): 3 clusters
  Score: Raw -1516102.791384 + Penalty 3111.892201 = -1512990.899183
  nChanged 6493
		SP:Iteration 1F (77523.450000 sec): 3 clusters
  Score: Raw -1519650.993178 + Penalty 3111.892201 = -1516539.100976
  nChanged 857
		SP:Iteration 2F (77523.740000 sec): 3 clusters
  Score: Raw -1520063.208171 + Penalty 3111.892201 = -1516951.315970
  nChanged 845
		SP:Iteration 3F (77523.990000 sec): 3 clusters
  Score: Raw -1520528.830281 + Penalty 3111.892201 = -1517416.938080
  nChanged 865
		SP:Iteration 4F (77524.300000 sec): 3 clusters
  Score: Raw -1521034.498454 + Penalty 3111.892201 = -1517922.606252
  nChanged 883
		SP:Iteration 5F (77524.570000 sec): 3 clusters
  Score: Raw -1521565.522642 + Penalty 3111.892201 = -1518453.630440
  nChanged 859
		SP:Iteration 6F (77524.840000 sec): 3 clusters
  Score: Raw -1522124.380276 + Penalty 3111.892201 = -1519012.488075
  nChanged 846
		SP:Iteration 7F (77525.110000 sec): 3 clusters
  Score: Raw -1522655.725534 + Penalty 3111.892201 = -1519543.833332
  nChanged 725
		SP:Iteration 8F (77525.360000 sec): 3 clusters
  Score: Raw -1523041.580840 + Penalty 3111.892201 = -1519929.688639
  nChanged 525
		SP:Iteration 9Q (77525.620000 sec): 3 clusters
  Score: Raw -1523242.475777 + Penalty 3111.892201 = -1520130.583575
  nChanged 333
		SP:Iteration 10Q (77525.850000 sec): 3 clusters
  Score: Raw -1523351.657839 + Penalty 3111.892201 = -1520239.765637
  nChanged 263
		SP:Iteration 11Q (77526.160000 sec): 3 clusters
  Score: Raw -1523420.317925 + Penalty 3111.892201 = -1520308.425724
  nChanged 188
		SP:Iteration 12Q (77526.450000 sec): 3 clusters
  Score: Raw -1523461.867287 + Penalty 3111.892201 = -1520349.975086
  nChanged 150
		SP:Iteration 13Q (77526.700000 sec): 3 clusters
  Score: Raw -1523490.395218 + Penalty 3111.892201 = -1520378.503017
  nChanged 114
		SP:Iteration 14Q (77527.030000 sec): 3 clusters
  Score: Raw -1523511.705879 + Penalty 3111.892201 = -1520399.813677
  nChanged 93
		SP:Iteration 15Q (77527.360000 sec): 3 clusters
  Score: Raw -1523526.136634 + Penalty 3111.892201 = -1520414.244433
  nChanged 83
		SP:Iteration 16Q (77527.590000 sec): 3 clusters
  Score: Raw -1523537.652209 + Penalty 3111.892201 = -1520425.760007
  nChanged 88
		SP:Iteration 17Q (77527.850000 sec): 3 clusters
  Score: Raw -1523552.001862 + Penalty 3111.892201 = -1520440.109661
  nChanged 97
		SP:Iteration 18Q (77528.140000 sec): 3 clusters
  Score: Raw -1523565.676403 + Penalty 3111.892201 = -1520453.784202
  nChanged 88
		SP:Iteration 19Q (77528.390000 sec): 3 clusters
  Score: Raw -1523579.932421 + Penalty 3111.892201 = -1520468.040219
  nChanged 95
		SP:Iteration 20F (77528.610000 sec): 3 clusters
  Score: Raw -1523592.711873 + Penalty 3111.892201 = -1520480.819671
  nChanged 75
		SP:Iteration 21Q (77528.840000 sec): 3 clusters
  Score: Raw -1523603.413740 + Penalty 3111.892201 = -1520491.521538
  nChanged 71
		SP:Iteration 22Q (77529.130000 sec): 3 clusters
  Score: Raw -1523612.067622 + Penalty 3111.892201 = -1520500.175420
  nChanged 61
		SP:Iteration 23Q (77529.400000 sec): 3 clusters
  Score: Raw -1523619.042301 + Penalty 3111.892201 = -1520507.150100
  nChanged 64
		SP:Iteration 24Q (77529.680000 sec): 3 clusters
  Score: Raw -1523626.990656 + Penalty 3111.892201 = -1520515.098455
  nChanged 59
		SP:Iteration 25Q (77529.980000 sec): 3 clusters
  Score: Raw -1523635.020516 + Penalty 3111.892201 = -1520523.128314
  nChanged 62
		SP:Iteration 26Q (77530.260000 sec): 3 clusters
  Score: Raw -1523643.408975 + Penalty 3111.892201 = -1520531.516773
  nChanged 64
		SP:Iteration 27Q (77530.510000 sec): 3 clusters
  Score: Raw -1523652.125571 + Penalty 3111.892201 = -1520540.233370
  nChanged 68
		SP:Iteration 28Q (77530.760000 sec): 3 clusters
  Score: Raw -1523660.564859 + Penalty 3111.892201 = -1520548.672657
  nChanged 64
		SP:Iteration 29Q (77531.050000 sec): 3 clusters
  Score: Raw -1523668.532130 + Penalty 3111.892201 = -1520556.639929
  nChanged 69
		SP:Iteration 30Q (77531.320000 sec): 3 clusters
  Score: Raw -1523678.699414 + Penalty 3111.892201 = -1520566.807213
  nChanged 78
		SP:Iteration 31Q (77531.670000 sec): 3 clusters
  Score: Raw -1523691.955766 + Penalty 3111.892201 = -1520580.063565
  nChanged 88
		SP:Iteration 32Q (77531.930000 sec): 3 clusters
  Score: Raw -1523706.130385 + Penalty 3111.892201 = -1520594.238184
  nChanged 96
		SP:Iteration 33Q (77532.230000 sec): 3 clusters
  Score: Raw -1523722.355846 + Penalty 3111.892201 = -1520610.463645
  nChanged 100
		SP:Iteration 34Q (77532.510000 sec): 3 clusters
  Score: Raw -1523738.420189 + Penalty 3111.892201 = -1520626.527988
  nChanged 103
		SP:Iteration 35Q (77532.860000 sec): 3 clusters
  Score: Raw -1523757.271132 + Penalty 3111.892201 = -1520645.378931
  nChanged 114
		SP:Iteration 36Q (77533.160000 sec): 3 clusters
  Score: Raw -1523777.597175 + Penalty 3111.892201 = -1520665.704974
  nChanged 121
		SP:Iteration 37Q (77533.480000 sec): 3 clusters
  Score: Raw -1523800.615021 + Penalty 3111.892201 = -1520688.722820
  nChanged 144
		SP:Iteration 38Q (77533.730000 sec): 3 clusters
  Score: Raw -1523827.847853 + Penalty 3111.892201 = -1520715.955652
  nChanged 153
		SP:Iteration 39Q (77534.000000 sec): 3 clusters
  Score: Raw -1523859.346107 + Penalty 3111.892201 = -1520747.453905
  nChanged 165
		SP:Iteration 40F (77534.240000 sec): 3 clusters
  Score: Raw -1523892.424810 + Penalty 3111.892201 = -1520780.532608
  nChanged 169
		SP:Iteration 41Q (77534.560000 sec): 3 clusters
  Score: Raw -1523929.031848 + Penalty 3111.892201 = -1520817.139646
  nChanged 173
		SP:Iteration 42Q (77534.810000 sec): 3 clusters
  Score: Raw -1523967.151012 + Penalty 3111.892201 = -1520855.258811
  nChanged 165
		SP:Iteration 43Q (77535.110000 sec): 3 clusters
  Score: Raw -1524000.557102 + Penalty 3111.892201 = -1520888.664900
  nChanged 141
		SP:Iteration 44Q (77535.400000 sec): 3 clusters
  Score: Raw -1524030.793578 + Penalty 3111.892201 = -1520918.901377
  nChanged 151
		SP:Iteration 45Q (77535.700000 sec): 3 clusters
  Score: Raw -1524060.262792 + Penalty 3111.892201 = -1520948.370591
  nChanged 144
		SP:Iteration 46Q (77535.990000 sec): 3 clusters
  Score: Raw -1524088.737072 + Penalty 3111.892201 = -1520976.844871
  nChanged 131
		SP:Iteration 47Q (77536.220000 sec): 3 clusters
  Score: Raw -1524112.272043 + Penalty 3111.892201 = -1521000.379842
  nChanged 134
		SP:Iteration 48Q (77536.500000 sec): 3 clusters
  Score: Raw -1524139.693430 + Penalty 3111.892201 = -1521027.801229
  nChanged 134
		SP:Iteration 49Q (77536.740000 sec): 3 clusters
  Score: Raw -1524165.098299 + Penalty 3111.892201 = -1521053.206098
  nChanged 128
		SP:Iteration 50Q (77537.030000 sec): 3 clusters
  Score: Raw -1524191.513475 + Penalty 3111.892201 = -1521079.621274
  nChanged 132
		SP:Iteration 51Q (77537.270000 sec): 3 clusters
  Score: Raw -1524220.114928 + Penalty 3111.892201 = -1521108.222726
  nChanged 132
		SP:Iteration 52Q (77537.530000 sec): 3 clusters
  Score: Raw -1524244.322449 + Penalty 3111.892201 = -1521132.430247
  nChanged 132
		SP:Iteration 53Q (77537.800000 sec): 3 clusters
  Score: Raw -1524268.974493 + Penalty 3111.892201 = -1521157.082291
  nChanged 130
		SP:Iteration 54Q (77538.040000 sec): 3 clusters
  Score: Raw -1524291.753644 + Penalty 3111.892201 = -1521179.861442
  nChanged 104
		SP:Iteration 55Q (77538.370000 sec): 3 clusters
  Score: Raw -1524308.508211 + Penalty 3111.892201 = -1521196.616009
  nChanged 94
		SP:Iteration 56Q (77538.630000 sec): 3 clusters
  Score: Raw -1524323.691541 + Penalty 3111.892201 = -1521211.799340
  nChanged 86
		SP:Iteration 57Q (77538.880000 sec): 3 clusters
  Score: Raw -1524340.377101 + Penalty 3111.892201 = -1521228.484900
  nChanged 92
		SP:Iteration 58Q (77539.160000 sec): 3 clusters
  Score: Raw -1524359.240665 + Penalty 3111.892201 = -1521247.348463
  nChanged 107
		SP:Iteration 59Q (77539.420000 sec): 3 clusters
  Score: Raw -1524379.967436 + Penalty 3111.892201 = -1521268.075234
  nChanged 111
		SP:Iteration 60F (77539.690000 sec): 3 clusters
  Score: Raw -1524401.579639 + Penalty 3111.892201 = -1521289.687437
  nChanged 94
		SP:Iteration 61Q (77539.940000 sec): 3 clusters
  Score: Raw -1524420.960178 + Penalty 3111.892201 = -1521309.067976
  nChanged 98
		SP:Iteration 62Q (77540.220000 sec): 3 clusters
  Score: Raw -1524440.383827 + Penalty 3111.892201 = -1521328.491625
  nChanged 102
		SP:Iteration 63Q (77540.460000 sec): 3 clusters
  Score: Raw -1524459.351778 + Penalty 3111.892201 = -1521347.459577
  nChanged 102
		SP:Iteration 64Q (77540.730000 sec): 3 clusters
  Score: Raw -1524481.463154 + Penalty 3111.892201 = -1521369.570953
  nChanged 103
		SP:Iteration 65Q (77540.970000 sec): 3 clusters
  Score: Raw -1524505.278644 + Penalty 3111.892201 = -1521393.386442
  nChanged 118
		SP:Iteration 66Q (77541.220000 sec): 3 clusters
  Score: Raw -1524533.353855 + Penalty 3111.892201 = -1521421.461653
  nChanged 111
		SP:Iteration 67Q (77541.500000 sec): 3 clusters
  Score: Raw -1524561.591884 + Penalty 3111.892201 = -1521449.699683
  nChanged 109
		SP:Iteration 68Q (77541.750000 sec): 3 clusters
  Score: Raw -1524584.850573 + Penalty 3111.892201 = -1521472.958371
  nChanged 96
		SP:Iteration 69Q (77541.990000 sec): 3 clusters
  Score: Raw -1524605.956005 + Penalty 3111.892201 = -1521494.063804
  nChanged 100
		SP:Iteration 70Q (77542.260000 sec): 3 clusters
  Score: Raw -1524628.235390 + Penalty 3111.892201 = -1521516.343189
  nChanged 111
		SP:Iteration 71Q (77542.500000 sec): 3 clusters
  Score: Raw -1524654.357812 + Penalty 3111.892201 = -1521542.465610
  nChanged 87
		SP:Iteration 72Q (77542.720000 sec): 3 clusters
  Score: Raw -1524669.628552 + Penalty 3111.892201 = -1521557.736350
  nChanged 80
		SP:Iteration 73Q (77542.970000 sec): 3 clusters
  Score: Raw -1524684.198236 + Penalty 3111.892201 = -1521572.306034
  nChanged 67
		SP:Iteration 74Q (77543.210000 sec): 3 clusters
  Score: Raw -1524698.477754 + Penalty 3111.892201 = -1521586.585552
  nChanged 79
		SP:Iteration 75Q (77543.490000 sec): 3 clusters
  Score: Raw -1524716.539243 + Penalty 3111.892201 = -1521604.647042
  nChanged 78
		SP:Iteration 76Q (77543.730000 sec): 3 clusters
  Score: Raw -1524735.226440 + Penalty 3111.892201 = -1521623.334238
  nChanged 75
		SP:Iteration 77Q (77543.990000 sec): 3 clusters
  Score: Raw -1524753.103178 + Penalty 3111.892201 = -1521641.210977
  nChanged 76
		SP:Iteration 78Q (77544.260000 sec): 3 clusters
  Score: Raw -1524768.850874 + Penalty 3111.892201 = -1521656.958672
  nChanged 65
		SP:Iteration 79Q (77544.500000 sec): 3 clusters
  Score: Raw -1524782.345460 + Penalty 3111.892201 = -1521670.453259
  nChanged 61
		SP:Iteration 80F (77544.770000 sec): 3 clusters
  Score: Raw -1524796.048924 + Penalty 3111.892201 = -1521684.156723
  nChanged 60
		SP:Iteration 81Q (77545.010000 sec): 3 clusters
  Score: Raw -1524811.452405 + Penalty 3111.892201 = -1521699.560204
  nChanged 63
		SP:Iteration 82Q (77545.250000 sec): 3 clusters
  Score: Raw -1524828.533158 + Penalty 3111.892201 = -1521716.640957
  nChanged 54
		SP:Iteration 83Q (77545.510000 sec): 3 clusters
  Score: Raw -1524842.916813 + Penalty 3111.892201 = -1521731.024611
  nChanged 63
		SP:Iteration 84Q (77545.690000 sec): 3 clusters
  Score: Raw -1524859.016264 + Penalty 3111.892201 = -1521747.124062
  nChanged 58
		SP:Iteration 85Q (77545.930000 sec): 3 clusters
  Score: Raw -1524873.044383 + Penalty 3111.892201 = -1521761.152181
  nChanged 57
		SP:Iteration 86Q (77546.180000 sec): 3 clusters
  Score: Raw -1524884.907762 + Penalty 3111.892201 = -1521773.015561
  nChanged 49
		SP:Iteration 87Q (77546.430000 sec): 3 clusters
  Score: Raw -1524895.841522 + Penalty 3111.892201 = -1521783.949321
  nChanged 49
		SP:Iteration 88Q (77546.710000 sec): 3 clusters
  Score: Raw -1524906.204471 + Penalty 3111.892201 = -1521794.312269
  nChanged 31
		SP:Iteration 89Q (77546.930000 sec): 3 clusters
  Score: Raw -1524912.250347 + Penalty 3111.892201 = -1521800.358145
  nChanged 32
		SP:Iteration 90Q (77547.160000 sec): 3 clusters
  Score: Raw -1524919.173576 + Penalty 3111.892201 = -1521807.281375
  nChanged 23
		SP:Iteration 91Q (77547.410000 sec): 3 clusters
  Score: Raw -1524923.436100 + Penalty 3111.892201 = -1521811.543899
  nChanged 27
		SP:Iteration 92Q (77547.680000 sec): 3 clusters
  Score: Raw -1524929.662569 + Penalty 3111.892201 = -1521817.770367
  nChanged 22
		SP:Iteration 93Q (77547.940000 sec): 3 clusters
  Score: Raw -1524934.188334 + Penalty 3111.892201 = -1521822.296132
  nChanged 19
		SP:Iteration 94Q (77548.230000 sec): 3 clusters
  Score: Raw -1524938.812966 + Penalty 3111.892201 = -1521826.920765
  nChanged 21
		SP:Iteration 95Q (77548.480000 sec): 3 clusters
  Score: Raw -1524945.010510 + Penalty 3111.892201 = -1521833.118308
  nChanged 29
		SP:Iteration 96Q (77548.680000 sec): 3 clusters
  Score: Raw -1524952.458622 + Penalty 3111.892201 = -1521840.566420
  nChanged 26
		SP:Iteration 97Q (77548.920000 sec): 3 clusters
  Score: Raw -1524958.127688 + Penalty 3111.892201 = -1521846.235487
  nChanged 22
		SP:Iteration 98Q (77549.160000 sec): 3 clusters
  Score: Raw -1524962.278095 + Penalty 3111.892201 = -1521850.385894
  nChanged 17
		SP:Iteration 99Q (77549.400000 sec): 3 clusters
  Score: Raw -1524965.987282 + Penalty 3111.892201 = -1521854.095081
  nChanged 18
		SP:Iteration 100F (77549.680000 sec): 3 clusters
  Score: Raw -1524971.089341 + Penalty 3111.892201 = -1521859.197139
  nChanged 17
		SP:Iteration 101Q (77549.910000 sec): 3 clusters
  Score: Raw -1524975.611119 + Penalty 3111.892201 = -1521863.718918
  nChanged 12
		SP:Iteration 102Q (77550.190000 sec): 3 clusters
  Score: Raw -1524977.535336 + Penalty 3111.892201 = -1521865.643135
  nChanged 9
		SP:Iteration 103Q (77550.360000 sec): 3 clusters
  Score: Raw -1524979.271155 + Penalty 3111.892201 = -1521867.378953
  nChanged 10
		SP:Iteration 104Q (77550.630000 sec): 3 clusters
  Score: Raw -1524981.286567 + Penalty 3111.892201 = -1521869.394366
  nChanged 12
		SP:Iteration 105Q (77550.840000 sec): 3 clusters
  Score: Raw -1524983.361869 + Penalty 3111.892201 = -1521871.469667
  nChanged 8
		SP:Iteration 106Q (77551.120000 sec): 3 clusters
  Score: Raw -1524985.546305 + Penalty 3111.892201 = -1521873.654104
  nChanged 6
		SP:Iteration 107Q (77551.360000 sec): 3 clusters
  Score: Raw -1524987.021751 + Penalty 3111.892201 = -1521875.129549
  nChanged 8
		SP:Iteration 108Q (77551.570000 sec): 3 clusters
  Score: Raw -1524988.427507 + Penalty 3111.892201 = -1521876.535306
  nChanged 11
		SP:Iteration 109Q (77551.880000 sec): 3 clusters
  Score: Raw -1524990.481864 + Penalty 3111.892201 = -1521878.589662
  nChanged 8
		SP:Iteration 110Q (77552.150000 sec): 3 clusters
  Score: Raw -1524992.147240 + Penalty 3111.892201 = -1521880.255039
  nChanged 8
		SP:Iteration 111Q (77552.440000 sec): 3 clusters
  Score: Raw -1524993.833979 + Penalty 3111.892201 = -1521881.941777
  nChanged 11
		SP:Iteration 112Q (77552.680000 sec): 3 clusters
  Score: Raw -1524995.760980 + Penalty 3111.892201 = -1521883.868779
  nChanged 5
		SP:Iteration 113Q (77552.940000 sec): 3 clusters
  Score: Raw -1524996.643043 + Penalty 3111.892201 = -1521884.750842
  nChanged 3
		SP:Iteration 114Q (77553.240000 sec): 3 clusters
  Score: Raw -1524997.066584 + Penalty 3111.892201 = -1521885.174383
  nChanged 2
		SP:Iteration 115Q (77553.480000 sec): 3 clusters
  Score: Raw -1524997.416842 + Penalty 3111.892201 = -1521885.524641
  nChanged 3
		SP:Iteration 116Q (77553.740000 sec): 3 clusters
  Score: Raw -1524997.973092 + Penalty 3111.892201 = -1521886.080891
  nChanged 4
		SP:Iteration 117Q (77554.000000 sec): 3 clusters
  Score: Raw -1524998.582411 + Penalty 3111.892201 = -1521886.690210
  nChanged 4
		SP:Iteration 118Q (77554.280000 sec): 3 clusters
  Score: Raw -1524999.155951 + Penalty 3111.892201 = -1521887.263749
  nChanged 3
		SP:Iteration 119Q (77554.540000 sec): 3 clusters
  Score: Raw -1524999.575054 + Penalty 3111.892201 = -1521887.682853
  nChanged 3
		SP:Iteration 120F (77554.840000 sec): 3 clusters
  Score: Raw -1525000.043078 + Penalty 3111.892201 = -1521888.150877
  nChanged 1
		SP:Iteration 121Q (77555.120000 sec): 3 clusters
  Score: Raw -1525000.330606 + Penalty 3111.892201 = -1521888.438404
  nChanged 2
		SP:Iteration 122Q (77555.380000 sec): 3 clusters
  Score: Raw -1525000.689484 + Penalty 3111.892201 = -1521888.797282
  nChanged 4
		SP:Iteration 123Q (77555.660000 sec): 3 clusters
  Score: Raw -1525001.337050 + Penalty 3111.892201 = -1521889.444848
  nChanged 2
		SP:Iteration 124Q (77555.930000 sec): 3 clusters
  Score: Raw -1525001.557506 + Penalty 3111.892201 = -1521889.665304
  nChanged 2
		SP:Iteration 125Q (77556.170000 sec): 3 clusters
  Score: Raw -1525001.963154 + Penalty 3111.892201 = -1521890.070953
  nChanged 2
		SP:Iteration 126Q (77556.430000 sec): 3 clusters
  Score: Raw -1525002.412753 + Penalty 3111.892201 = -1521890.520552
  nChanged 1
		SP:Iteration 127Q (77556.750000 sec): 3 clusters
  Score: Raw -1525002.495593 + Penalty 3111.892201 = -1521890.603391
  nChanged 1
		SP:Iteration 128Q (77557.060000 sec): 3 clusters
  Score: Raw -1525002.585381 + Penalty 3111.892201 = -1521890.693179
  nChanged 2
		SP:Iteration 129Q (77557.280000 sec): 3 clusters
  Score: Raw -1525002.972946 + Penalty 3111.892201 = -1521891.080744
  nChanged 3
		SP:Iteration 130Q (77557.510000 sec): 3 clusters
  Score: Raw -1525003.514148 + Penalty 3111.892201 = -1521891.621947
  nChanged 0
		SP:Iteration 131F (77557.780000 sec): 3 clusters
  Score: Raw -1525003.514148 + Penalty 3111.892201 = -1521891.621947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (13626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77557.950000 sec): 2 clusters
  Score: Raw -1547115.766546 + Penalty 1546.956939 = -1545568.809606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77558.330000 sec): 3 clusters
  Score: Raw -1539105.936802 + Penalty 3093.913879 = -1536012.022924
  nChanged 6035
		SP:Iteration 1F (77558.640000 sec): 3 clusters
  Score: Raw -1542431.016704 + Penalty 3093.913879 = -1539337.102825
  nChanged 769
		SP:Iteration 2F (77558.920000 sec): 3 clusters
  Score: Raw -1542718.074577 + Penalty 3093.913879 = -1539624.160699
  nChanged 588
		SP:Iteration 3Q (77559.180000 sec): 3 clusters
  Score: Raw -1542929.669818 + Penalty 3093.913879 = -1539835.755939
  nChanged 543
		SP:Iteration 4Q (77559.450000 sec): 3 clusters
  Score: Raw -1543142.788134 + Penalty 3093.913879 = -1540048.874256
  nChanged 517
		SP:Iteration 5Q (77559.720000 sec): 3 clusters
  Score: Raw -1543377.361325 + Penalty 3093.913879 = -1540283.447446
  nChanged 549
		SP:Iteration 6Q (77559.940000 sec): 3 clusters
  Score: Raw -1543770.219516 + Penalty 3093.913879 = -1540676.305638
  nChanged 677
		SP:Iteration 7Q (77560.190000 sec): 3 clusters
  Score: Raw -1544563.954520 + Penalty 3093.913879 = -1541470.040642
  nChanged 831
		SP:Iteration 8F (77560.420000 sec): 3 clusters
  Score: Raw -1545930.684447 + Penalty 3093.913879 = -1542836.770568
  nChanged 916
		SP:Iteration 9F (77560.660000 sec): 3 clusters
  Score: Raw -1546963.769773 + Penalty 3093.913879 = -1543869.855895
  nChanged 812
		SP:Iteration 10F (77561.020000 sec): 3 clusters
  Score: Raw -1547548.204097 + Penalty 3093.913879 = -1544454.290218
  nChanged 601
		SP:Iteration 11Q (77561.280000 sec): 3 clusters
  Score: Raw -1547985.201021 + Penalty 3093.913879 = -1544891.287143
  nChanged 468
		SP:Iteration 12Q (77561.540000 sec): 3 clusters
  Score: Raw -1548416.206339 + Penalty 3093.913879 = -1545322.292461
  nChanged 469
		SP:Iteration 13Q (77561.810000 sec): 3 clusters
  Score: Raw -1548955.617949 + Penalty 3093.913879 = -1545861.704070
  nChanged 427
		SP:Iteration 14Q (77562.120000 sec): 3 clusters
  Score: Raw -1549483.420350 + Penalty 3093.913879 = -1546389.506471
  nChanged 364
		SP:Iteration 15Q (77562.400000 sec): 3 clusters
  Score: Raw -1549894.018644 + Penalty 3093.913879 = -1546800.104765
  nChanged 269
		SP:Iteration 16Q (77562.680000 sec): 3 clusters
  Score: Raw -1550117.280547 + Penalty 3093.913879 = -1547023.366669
  nChanged 151
		SP:Iteration 17Q (77562.900000 sec): 3 clusters
  Score: Raw -1550193.301394 + Penalty 3093.913879 = -1547099.387515
  nChanged 73
		SP:Iteration 18Q (77563.150000 sec): 3 clusters
  Score: Raw -1550214.696814 + Penalty 3093.913879 = -1547120.782935
  nChanged 45
		SP:Iteration 19Q (77563.290000 sec): 3 clusters
  Score: Raw -1550224.340070 + Penalty 3093.913879 = -1547130.426192
  nChanged 23
		SP:Iteration 20F (77563.540000 sec): 3 clusters
  Score: Raw -1550227.326279 + Penalty 3093.913879 = -1547133.412400
  nChanged 11
		SP:Iteration 21Q (77563.730000 sec): 3 clusters
  Score: Raw -1550228.519604 + Penalty 3093.913879 = -1547134.605726
  nChanged 7
		SP:Iteration 22Q (77563.980000 sec): 3 clusters
  Score: Raw -1550229.031528 + Penalty 3093.913879 = -1547135.117650
  nChanged 1
		SP:Iteration 23Q (77564.230000 sec): 3 clusters
  Score: Raw -1550229.096321 + Penalty 3093.913879 = -1547135.182442
  nChanged 2
		SP:Iteration 24Q (77564.480000 sec): 3 clusters
  Score: Raw -1550229.320142 + Penalty 3093.913879 = -1547135.406263
  nChanged 4
		SP:Iteration 25Q (77564.710000 sec): 3 clusters
  Score: Raw -1550229.748573 + Penalty 3093.913879 = -1547135.834695
  nChanged 3
		SP:Iteration 26Q (77564.940000 sec): 3 clusters
  Score: Raw -1550230.010167 + Penalty 3093.913879 = -1547136.096288
  nChanged 1
		SP:Iteration 27Q (77565.140000 sec): 3 clusters
  Score: Raw -1550230.052907 + Penalty 3093.913879 = -1547136.139029
  nChanged 0
		SP:Iteration 28F (77565.390000 sec): 3 clusters
  Score: Raw -1550230.052907 + Penalty 3093.913879 = -1547136.139029
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 40.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (7071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77565.520000 sec): 2 clusters
  Score: Raw -641850.404736 + Penalty 1440.360544 = -640410.044192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77565.750000 sec): 3 clusters
  Score: Raw -638096.518715 + Penalty 2880.721087 = -635215.797628
  nChanged 2988
		SP:Iteration 1F (77565.950000 sec): 3 clusters
  Score: Raw -640296.966227 + Penalty 2880.721087 = -637416.245140
  nChanged 808
		SP:Iteration 2F (77566.120000 sec): 3 clusters
  Score: Raw -641340.389160 + Penalty 2880.721087 = -638459.668073
  nChanged 742
		SP:Iteration 3F (77566.310000 sec): 3 clusters
  Score: Raw -642263.068412 + Penalty 2880.721087 = -639382.347324
  nChanged 596
		SP:Iteration 4F (77566.470000 sec): 3 clusters
  Score: Raw -642861.915694 + Penalty 2880.721087 = -639981.194606
  nChanged 418
		SP:Iteration 5F (77566.640000 sec): 3 clusters
  Score: Raw -643182.521804 + Penalty 2880.721087 = -640301.800717
  nChanged 272
		SP:Iteration 6Q (77566.850000 sec): 3 clusters
  Score: Raw -643363.462390 + Penalty 2880.721087 = -640482.741303
  nChanged 186
		SP:Iteration 7Q (77567.060000 sec): 3 clusters
  Score: Raw -643509.404933 + Penalty 2880.721087 = -640628.683846
  nChanged 177
		SP:Iteration 8Q (77567.280000 sec): 3 clusters
  Score: Raw -643652.640177 + Penalty 2880.721087 = -640771.919090
  nChanged 163
		SP:Iteration 9Q (77567.500000 sec): 3 clusters
  Score: Raw -643762.045401 + Penalty 2880.721087 = -640881.324313
  nChanged 123
		SP:Iteration 10Q (77567.690000 sec): 3 clusters
  Score: Raw -643842.304913 + Penalty 2880.721087 = -640961.583825
  nChanged 116
		SP:Iteration 11Q (77567.940000 sec): 3 clusters
  Score: Raw -643907.373810 + Penalty 2880.721087 = -641026.652723
  nChanged 99
		SP:Iteration 12Q (77568.190000 sec): 3 clusters
  Score: Raw -643966.519840 + Penalty 2880.721087 = -641085.798752
  nChanged 85
		SP:Iteration 13Q (77568.370000 sec): 3 clusters
  Score: Raw -644015.155176 + Penalty 2880.721087 = -641134.434089
  nChanged 78
		SP:Iteration 14Q (77568.580000 sec): 3 clusters
  Score: Raw -644060.716036 + Penalty 2880.721087 = -641179.994948
  nChanged 72
		SP:Iteration 15Q (77568.840000 sec): 3 clusters
  Score: Raw -644111.732917 + Penalty 2880.721087 = -641231.011830
  nChanged 83
		SP:Iteration 16Q (77569.040000 sec): 3 clusters
  Score: Raw -644174.590164 + Penalty 2880.721087 = -641293.869077
  nChanged 76
		SP:Iteration 17Q (77569.300000 sec): 3 clusters
  Score: Raw -644218.687799 + Penalty 2880.721087 = -641337.966711
  nChanged 61
		SP:Iteration 18Q (77569.490000 sec): 3 clusters
  Score: Raw -644247.051550 + Penalty 2880.721087 = -641366.330463
  nChanged 49
		SP:Iteration 19Q (77569.680000 sec): 3 clusters
  Score: Raw -644272.113300 + Penalty 2880.721087 = -641391.392213
  nChanged 32
		SP:Iteration 20F (77569.830000 sec): 3 clusters
  Score: Raw -644280.777167 + Penalty 2880.721087 = -641400.056080
  nChanged 19
		SP:Iteration 21Q (77569.990000 sec): 3 clusters
  Score: Raw -644286.096048 + Penalty 2880.721087 = -641405.374961
  nChanged 12
		SP:Iteration 22Q (77570.140000 sec): 3 clusters
  Score: Raw -644288.942876 + Penalty 2880.721087 = -641408.221788
  nChanged 13
		SP:Iteration 23Q (77570.330000 sec): 3 clusters
  Score: Raw -644292.646342 + Penalty 2880.721087 = -641411.925255
  nChanged 12
		SP:Iteration 24Q (77570.540000 sec): 3 clusters
  Score: Raw -644295.401701 + Penalty 2880.721087 = -641414.680613
  nChanged 10
		SP:Iteration 25Q (77570.760000 sec): 3 clusters
  Score: Raw -644298.178104 + Penalty 2880.721087 = -641417.457017
  nChanged 12
		SP:Iteration 26Q (77570.990000 sec): 3 clusters
  Score: Raw -644301.741230 + Penalty 2880.721087 = -641421.020143
  nChanged 11
		SP:Iteration 27Q (77571.210000 sec): 3 clusters
  Score: Raw -644303.889888 + Penalty 2880.721087 = -641423.168801
  nChanged 9
		SP:Iteration 28Q (77571.390000 sec): 3 clusters
  Score: Raw -644306.277838 + Penalty 2880.721087 = -641425.556751
  nChanged 9
		SP:Iteration 29Q (77571.620000 sec): 3 clusters
  Score: Raw -644308.049638 + Penalty 2880.721087 = -641427.328550
  nChanged 10
		SP:Iteration 30Q (77571.780000 sec): 3 clusters
  Score: Raw -644310.050332 + Penalty 2880.721087 = -641429.329244
  nChanged 9
		SP:Iteration 31Q (77571.980000 sec): 3 clusters
  Score: Raw -644311.656026 + Penalty 2880.721087 = -641430.934939
  nChanged 8
		SP:Iteration 32Q (77572.120000 sec): 3 clusters
  Score: Raw -644312.764448 + Penalty 2880.721087 = -641432.043361
  nChanged 5
		SP:Iteration 33Q (77572.280000 sec): 3 clusters
  Score: Raw -644313.859468 + Penalty 2880.721087 = -641433.138381
  nChanged 11
		SP:Iteration 34Q (77572.470000 sec): 3 clusters
  Score: Raw -644316.117252 + Penalty 2880.721087 = -641435.396165
  nChanged 13
		SP:Iteration 35Q (77572.640000 sec): 3 clusters
  Score: Raw -644319.858570 + Penalty 2880.721087 = -641439.137483
  nChanged 14
		SP:Iteration 36Q (77572.860000 sec): 3 clusters
  Score: Raw -644323.400793 + Penalty 2880.721087 = -641442.679706
  nChanged 12
		SP:Iteration 37Q (77573.060000 sec): 3 clusters
  Score: Raw -644325.852544 + Penalty 2880.721087 = -641445.131457
  nChanged 9
		SP:Iteration 38Q (77573.280000 sec): 3 clusters
  Score: Raw -644327.017390 + Penalty 2880.721087 = -641446.296303
  nChanged 5
		SP:Iteration 39Q (77573.420000 sec): 3 clusters
  Score: Raw -644328.329448 + Penalty 2880.721087 = -641447.608360
  nChanged 8
		SP:Iteration 40F (77573.640000 sec): 3 clusters
  Score: Raw -644329.200013 + Penalty 2880.721087 = -641448.478926
  nChanged 3
		SP:Iteration 41Q (77573.830000 sec): 3 clusters
  Score: Raw -644329.491448 + Penalty 2880.721087 = -641448.770361
  nChanged 3
		SP:Iteration 42Q (77574.020000 sec): 3 clusters
  Score: Raw -644330.196855 + Penalty 2880.721087 = -641449.475767
  nChanged 2
		SP:Iteration 43Q (77574.240000 sec): 3 clusters
  Score: Raw -644330.808978 + Penalty 2880.721087 = -641450.087890
  nChanged 2
		SP:Iteration 44Q (77574.400000 sec): 3 clusters
  Score: Raw -644331.213633 + Penalty 2880.721087 = -641450.492545
  nChanged 0
		SP:Iteration 45F (77574.610000 sec): 3 clusters
  Score: Raw -644331.213633 + Penalty 2880.721087 = -641450.492545
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 41.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (13329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77574.730000 sec): 2 clusters
  Score: Raw -1412519.843383 + Penalty 1543.375826 = -1410976.467557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77575.030000 sec): 3 clusters
  Score: Raw -1404755.345928 + Penalty 3086.751652 = -1401668.594276
  nChanged 5930
		SP:Iteration 1F (77575.260000 sec): 3 clusters
  Score: Raw -1408227.284078 + Penalty 3086.751652 = -1405140.532426
  nChanged 901
		SP:Iteration 2F (77575.490000 sec): 3 clusters
  Score: Raw -1408822.952069 + Penalty 3086.751652 = -1405736.200417
  nChanged 898
		SP:Iteration 3F (77575.740000 sec): 3 clusters
  Score: Raw -1409463.427158 + Penalty 3086.751652 = -1406376.675506
  nChanged 860
		SP:Iteration 4F (77576.000000 sec): 3 clusters
  Score: Raw -1410150.586149 + Penalty 3086.751652 = -1407063.834497
  nChanged 879
		SP:Iteration 5F (77576.240000 sec): 3 clusters
  Score: Raw -1410791.394836 + Penalty 3086.751652 = -1407704.643183
  nChanged 825
		SP:Iteration 6F (77576.560000 sec): 3 clusters
  Score: Raw -1411393.079410 + Penalty 3086.751652 = -1408306.327758
  nChanged 662
		SP:Iteration 7Q (77576.750000 sec): 3 clusters
  Score: Raw -1411857.495541 + Penalty 3086.751652 = -1408770.743888
  nChanged 571
		SP:Iteration 8Q (77577.000000 sec): 3 clusters
  Score: Raw -1412236.773040 + Penalty 3086.751652 = -1409150.021388
  nChanged 474
		SP:Iteration 9Q (77577.250000 sec): 3 clusters
  Score: Raw -1412531.863456 + Penalty 3086.751652 = -1409445.111804
  nChanged 372
		SP:Iteration 10Q (77577.500000 sec): 3 clusters
  Score: Raw -1412759.489454 + Penalty 3086.751652 = -1409672.737802
  nChanged 340
		SP:Iteration 11Q (77577.770000 sec): 3 clusters
  Score: Raw -1412959.751632 + Penalty 3086.751652 = -1409872.999980
  nChanged 262
		SP:Iteration 12Q (77578.010000 sec): 3 clusters
  Score: Raw -1413095.680846 + Penalty 3086.751652 = -1410008.929194
  nChanged 224
		SP:Iteration 13Q (77578.250000 sec): 3 clusters
  Score: Raw -1413193.847383 + Penalty 3086.751652 = -1410107.095731
  nChanged 192
		SP:Iteration 14Q (77578.480000 sec): 3 clusters
  Score: Raw -1413257.373974 + Penalty 3086.751652 = -1410170.622321
  nChanged 140
		SP:Iteration 15Q (77578.750000 sec): 3 clusters
  Score: Raw -1413292.920528 + Penalty 3086.751652 = -1410206.168876
  nChanged 95
		SP:Iteration 16Q (77579.030000 sec): 3 clusters
  Score: Raw -1413316.110708 + Penalty 3086.751652 = -1410229.359056
  nChanged 91
		SP:Iteration 17Q (77579.290000 sec): 3 clusters
  Score: Raw -1413335.963275 + Penalty 3086.751652 = -1410249.211623
  nChanged 75
		SP:Iteration 18Q (77579.520000 sec): 3 clusters
  Score: Raw -1413351.771112 + Penalty 3086.751652 = -1410265.019460
  nChanged 53
		SP:Iteration 19Q (77579.730000 sec): 3 clusters
  Score: Raw -1413360.843148 + Penalty 3086.751652 = -1410274.091496
  nChanged 51
		SP:Iteration 20F (77579.970000 sec): 3 clusters
  Score: Raw -1413369.453898 + Penalty 3086.751652 = -1410282.702246
  nChanged 43
		SP:Iteration 21Q (77580.230000 sec): 3 clusters
  Score: Raw -1413376.617206 + Penalty 3086.751652 = -1410289.865553
  nChanged 38
		SP:Iteration 22Q (77580.500000 sec): 3 clusters
  Score: Raw -1413380.410024 + Penalty 3086.751652 = -1410293.658372
  nChanged 20
		SP:Iteration 23Q (77580.790000 sec): 3 clusters
  Score: Raw -1413382.451011 + Penalty 3086.751652 = -1410295.699358
  nChanged 19
		SP:Iteration 24Q (77581.030000 sec): 3 clusters
  Score: Raw -1413384.519130 + Penalty 3086.751652 = -1410297.767478
  nChanged 17
		SP:Iteration 25Q (77581.330000 sec): 3 clusters
  Score: Raw -1413386.273049 + Penalty 3086.751652 = -1410299.521396
  nChanged 11
		SP:Iteration 26Q (77581.700000 sec): 3 clusters
  Score: Raw -1413387.499979 + Penalty 3086.751652 = -1410300.748326
  nChanged 17
		SP:Iteration 27Q (77581.960000 sec): 3 clusters
  Score: Raw -1413389.304834 + Penalty 3086.751652 = -1410302.553181
  nChanged 16
		SP:Iteration 28Q (77582.230000 sec): 3 clusters
  Score: Raw -1413390.626032 + Penalty 3086.751652 = -1410303.874380
  nChanged 12
		SP:Iteration 29Q (77582.550000 sec): 3 clusters
  Score: Raw -1413391.830724 + Penalty 3086.751652 = -1410305.079071
  nChanged 14
		SP:Iteration 30Q (77582.830000 sec): 3 clusters
  Score: Raw -1413393.598905 + Penalty 3086.751652 = -1410306.847253
  nChanged 15
		SP:Iteration 31Q (77583.050000 sec): 3 clusters
  Score: Raw -1413394.893301 + Penalty 3086.751652 = -1410308.141649
  nChanged 11
		SP:Iteration 32Q (77583.250000 sec): 3 clusters
  Score: Raw -1413395.858561 + Penalty 3086.751652 = -1410309.106909
  nChanged 11
		SP:Iteration 33Q (77583.490000 sec): 3 clusters
  Score: Raw -1413396.832663 + Penalty 3086.751652 = -1410310.081011
  nChanged 11
		SP:Iteration 34Q (77583.770000 sec): 3 clusters
  Score: Raw -1413397.917332 + Penalty 3086.751652 = -1410311.165679
  nChanged 13
		SP:Iteration 35Q (77584.100000 sec): 3 clusters
  Score: Raw -1413399.073794 + Penalty 3086.751652 = -1410312.322142
  nChanged 14
		SP:Iteration 36Q (77584.360000 sec): 3 clusters
  Score: Raw -1413400.724362 + Penalty 3086.751652 = -1410313.972709
  nChanged 10
		SP:Iteration 37Q (77584.660000 sec): 3 clusters
  Score: Raw -1413402.096742 + Penalty 3086.751652 = -1410315.345090
  nChanged 13
		SP:Iteration 38Q (77584.910000 sec): 3 clusters
  Score: Raw -1413403.740775 + Penalty 3086.751652 = -1410316.989123
  nChanged 16
		SP:Iteration 39Q (77585.150000 sec): 3 clusters
  Score: Raw -1413405.360439 + Penalty 3086.751652 = -1410318.608786
  nChanged 13
		SP:Iteration 40F (77585.440000 sec): 3 clusters
  Score: Raw -1413406.899961 + Penalty 3086.751652 = -1410320.148309
  nChanged 12
		SP:Iteration 41Q (77585.700000 sec): 3 clusters
  Score: Raw -1413408.092084 + Penalty 3086.751652 = -1410321.340432
  nChanged 11
		SP:Iteration 42Q (77585.940000 sec): 3 clusters
  Score: Raw -1413409.199182 + Penalty 3086.751652 = -1410322.447530
  nChanged 14
		SP:Iteration 43Q (77586.190000 sec): 3 clusters
  Score: Raw -1413410.839124 + Penalty 3086.751652 = -1410324.087472
  nChanged 12
		SP:Iteration 44Q (77586.440000 sec): 3 clusters
  Score: Raw -1413412.180944 + Penalty 3086.751652 = -1410325.429292
  nChanged 17
		SP:Iteration 45Q (77586.730000 sec): 3 clusters
  Score: Raw -1413413.751840 + Penalty 3086.751652 = -1410327.000188
  nChanged 14
		SP:Iteration 46Q (77586.920000 sec): 3 clusters
  Score: Raw -1413414.731198 + Penalty 3086.751652 = -1410327.979546
  nChanged 4
		SP:Iteration 47Q (77587.140000 sec): 3 clusters
  Score: Raw -1413415.007653 + Penalty 3086.751652 = -1410328.256001
  nChanged 4
		SP:Iteration 48Q (77587.460000 sec): 3 clusters
  Score: Raw -1413415.256603 + Penalty 3086.751652 = -1410328.504950
  nChanged 5
		SP:Iteration 49Q (77587.680000 sec): 3 clusters
  Score: Raw -1413415.651602 + Penalty 3086.751652 = -1410328.899950
  nChanged 6
		SP:Iteration 50Q (77587.920000 sec): 3 clusters
  Score: Raw -1413416.154859 + Penalty 3086.751652 = -1410329.403207
  nChanged 10
		SP:Iteration 51Q (77588.200000 sec): 3 clusters
  Score: Raw -1413416.919848 + Penalty 3086.751652 = -1410330.168196
  nChanged 9
		SP:Iteration 52Q (77588.440000 sec): 3 clusters
  Score: Raw -1413417.623739 + Penalty 3086.751652 = -1410330.872086
  nChanged 11
		SP:Iteration 53Q (77588.670000 sec): 3 clusters
  Score: Raw -1413418.615113 + Penalty 3086.751652 = -1410331.863461
  nChanged 11
		SP:Iteration 54Q (77588.930000 sec): 3 clusters
  Score: Raw -1413420.007845 + Penalty 3086.751652 = -1410333.256193
  nChanged 15
		SP:Iteration 55Q (77589.150000 sec): 3 clusters
  Score: Raw -1413421.410492 + Penalty 3086.751652 = -1410334.658840
  nChanged 21
		SP:Iteration 56Q (77589.360000 sec): 3 clusters
  Score: Raw -1413423.875218 + Penalty 3086.751652 = -1410337.123566
  nChanged 16
		SP:Iteration 57Q (77589.610000 sec): 3 clusters
  Score: Raw -1413426.468063 + Penalty 3086.751652 = -1410339.716411
  nChanged 21
		SP:Iteration 58Q (77589.860000 sec): 3 clusters
  Score: Raw -1413429.572504 + Penalty 3086.751652 = -1410342.820851
  nChanged 15
		SP:Iteration 59Q (77590.080000 sec): 3 clusters
  Score: Raw -1413431.056849 + Penalty 3086.751652 = -1410344.305197
  nChanged 17
		SP:Iteration 60F (77590.340000 sec): 3 clusters
  Score: Raw -1413432.684907 + Penalty 3086.751652 = -1410345.933254
  nChanged 12
		SP:Iteration 61Q (77590.600000 sec): 3 clusters
  Score: Raw -1413433.579417 + Penalty 3086.751652 = -1410346.827764
  nChanged 11
		SP:Iteration 62Q (77590.870000 sec): 3 clusters
  Score: Raw -1413434.729661 + Penalty 3086.751652 = -1410347.978008
  nChanged 12
		SP:Iteration 63Q (77591.120000 sec): 3 clusters
  Score: Raw -1413436.032322 + Penalty 3086.751652 = -1410349.280670
  nChanged 12
		SP:Iteration 64Q (77591.410000 sec): 3 clusters
  Score: Raw -1413437.120788 + Penalty 3086.751652 = -1410350.369136
  nChanged 13
		SP:Iteration 65Q (77591.630000 sec): 3 clusters
  Score: Raw -1413438.070090 + Penalty 3086.751652 = -1410351.318438
  nChanged 9
		SP:Iteration 66Q (77591.870000 sec): 3 clusters
  Score: Raw -1413438.897406 + Penalty 3086.751652 = -1410352.145754
  nChanged 10
		SP:Iteration 67Q (77592.120000 sec): 3 clusters
  Score: Raw -1413439.930656 + Penalty 3086.751652 = -1410353.179004
  nChanged 10
		SP:Iteration 68Q (77592.300000 sec): 3 clusters
  Score: Raw -1413440.975205 + Penalty 3086.751652 = -1410354.223552
  nChanged 13
		SP:Iteration 69Q (77592.500000 sec): 3 clusters
  Score: Raw -1413442.034365 + Penalty 3086.751652 = -1410355.282713
  nChanged 9
		SP:Iteration 70Q (77592.730000 sec): 3 clusters
  Score: Raw -1413442.675677 + Penalty 3086.751652 = -1410355.924025
  nChanged 6
		SP:Iteration 71Q (77592.980000 sec): 3 clusters
  Score: Raw -1413443.187476 + Penalty 3086.751652 = -1410356.435824
  nChanged 6
		SP:Iteration 72Q (77593.220000 sec): 3 clusters
  Score: Raw -1413443.740458 + Penalty 3086.751652 = -1410356.988806
  nChanged 7
		SP:Iteration 73Q (77593.430000 sec): 3 clusters
  Score: Raw -1413444.141550 + Penalty 3086.751652 = -1410357.389897
  nChanged 6
		SP:Iteration 74Q (77593.610000 sec): 3 clusters
  Score: Raw -1413444.670249 + Penalty 3086.751652 = -1410357.918597
  nChanged 4
		SP:Iteration 75Q (77593.880000 sec): 3 clusters
  Score: Raw -1413445.169467 + Penalty 3086.751652 = -1410358.417814
  nChanged 9
		SP:Iteration 76Q (77594.100000 sec): 3 clusters
  Score: Raw -1413446.020220 + Penalty 3086.751652 = -1410359.268567
  nChanged 4
		SP:Iteration 77Q (77594.380000 sec): 3 clusters
  Score: Raw -1413446.283273 + Penalty 3086.751652 = -1410359.531621
  nChanged 4
		SP:Iteration 78Q (77594.560000 sec): 3 clusters
  Score: Raw -1413446.650700 + Penalty 3086.751652 = -1410359.899048
  nChanged 3
		SP:Iteration 79Q (77594.840000 sec): 3 clusters
  Score: Raw -1413447.036729 + Penalty 3086.751652 = -1410360.285077
  nChanged 3
		SP:Iteration 80F (77595.090000 sec): 3 clusters
  Score: Raw -1413447.257936 + Penalty 3086.751652 = -1410360.506284
  nChanged 3
		SP:Iteration 81Q (77595.330000 sec): 3 clusters
  Score: Raw -1413447.401829 + Penalty 3086.751652 = -1410360.650177
  nChanged 1
		SP:Iteration 82Q (77595.560000 sec): 3 clusters
  Score: Raw -1413447.416136 + Penalty 3086.751652 = -1410360.664484
  nChanged 0
		SP:Iteration 83F (77595.790000 sec): 3 clusters
  Score: Raw -1413447.416136 + Penalty 3086.751652 = -1410360.664484
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (29587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77596.040000 sec): 2 clusters
  Score: Raw -3060117.126789 + Penalty 1672.952183 = -3058444.174606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77596.350000 sec): 3 clusters
  Score: Raw -3041783.108297 + Penalty 3345.904365 = -3038437.203932
  nChanged 13720
		SP:Iteration 1F (77596.680000 sec): 3 clusters
  Score: Raw -3050370.425519 + Penalty 3345.904365 = -3047024.521154
  nChanged 2153
		SP:Iteration 2F (77597.040000 sec): 3 clusters
  Score: Raw -3052033.091805 + Penalty 3345.904365 = -3048687.187439
  nChanged 2323
		SP:Iteration 3F (77597.450000 sec): 3 clusters
  Score: Raw -3053782.191271 + Penalty 3345.904365 = -3050436.286906
  nChanged 2252
		SP:Iteration 4F (77597.810000 sec): 3 clusters
  Score: Raw -3055437.524651 + Penalty 3345.904365 = -3052091.620285
  nChanged 2034
		SP:Iteration 5F (77598.190000 sec): 3 clusters
  Score: Raw -3057163.268896 + Penalty 3345.904365 = -3053817.364531
  nChanged 1899
		SP:Iteration 6F (77598.490000 sec): 3 clusters
  Score: Raw -3058907.841642 + Penalty 3345.904365 = -3055561.937277
  nChanged 1657
		SP:Iteration 7F (77598.820000 sec): 3 clusters
  Score: Raw -3060740.089009 + Penalty 3345.904365 = -3057394.184644
  nChanged 1345
		SP:Iteration 8Q (77599.170000 sec): 3 clusters
  Score: Raw -3062148.459318 + Penalty 3345.904365 = -3058802.554952
  nChanged 892
		SP:Iteration 9Q (77599.550000 sec): 3 clusters
  Score: Raw -3062786.430234 + Penalty 3345.904365 = -3059440.525868
  nChanged 643
		SP:Iteration 10Q (77599.890000 sec): 3 clusters
  Score: Raw -3063166.960579 + Penalty 3345.904365 = -3059821.056213
  nChanged 490
		SP:Iteration 11Q (77600.300000 sec): 3 clusters
  Score: Raw -3063457.114468 + Penalty 3345.904365 = -3060111.210103
  nChanged 393
		SP:Iteration 12Q (77600.630000 sec): 3 clusters
  Score: Raw -3063683.300199 + Penalty 3345.904365 = -3060337.395834
  nChanged 344
		SP:Iteration 13Q (77600.990000 sec): 3 clusters
  Score: Raw -3063861.382009 + Penalty 3345.904365 = -3060515.477644
  nChanged 341
		SP:Iteration 14Q (77601.380000 sec): 3 clusters
  Score: Raw -3064017.559175 + Penalty 3345.904365 = -3060671.654809
  nChanged 275
		SP:Iteration 15Q (77601.760000 sec): 3 clusters
  Score: Raw -3064116.023170 + Penalty 3345.904365 = -3060770.118805
  nChanged 242
		SP:Iteration 16Q (77602.110000 sec): 3 clusters
  Score: Raw -3064191.737971 + Penalty 3345.904365 = -3060845.833605
  nChanged 216
		SP:Iteration 17Q (77602.440000 sec): 3 clusters
  Score: Raw -3064256.823292 + Penalty 3345.904365 = -3060910.918927
  nChanged 201
		SP:Iteration 18Q (77602.710000 sec): 3 clusters
  Score: Raw -3064326.530707 + Penalty 3345.904365 = -3060980.626341
  nChanged 196
		SP:Iteration 19Q (77603.120000 sec): 3 clusters
  Score: Raw -3064382.628642 + Penalty 3345.904365 = -3061036.724276
  nChanged 174
		SP:Iteration 20F (77603.440000 sec): 3 clusters
  Score: Raw -3064430.563749 + Penalty 3345.904365 = -3061084.659384
  nChanged 164
		SP:Iteration 21Q (77603.770000 sec): 3 clusters
  Score: Raw -3064473.497816 + Penalty 3345.904365 = -3061127.593451
  nChanged 151
		SP:Iteration 22Q (77604.120000 sec): 3 clusters
  Score: Raw -3064515.835032 + Penalty 3345.904365 = -3061169.930667
  nChanged 134
		SP:Iteration 23Q (77604.500000 sec): 3 clusters
  Score: Raw -3064546.383839 + Penalty 3345.904365 = -3061200.479473
  nChanged 107
		SP:Iteration 24Q (77604.790000 sec): 3 clusters
  Score: Raw -3064567.649555 + Penalty 3345.904365 = -3061221.745190
  nChanged 118
		SP:Iteration 25Q (77605.170000 sec): 3 clusters
  Score: Raw -3064593.062511 + Penalty 3345.904365 = -3061247.158146
  nChanged 106
		SP:Iteration 26Q (77605.470000 sec): 3 clusters
  Score: Raw -3064618.365902 + Penalty 3345.904365 = -3061272.461537
  nChanged 107
		SP:Iteration 27Q (77605.870000 sec): 3 clusters
  Score: Raw -3064645.036663 + Penalty 3345.904365 = -3061299.132298
  nChanged 122
		SP:Iteration 28Q (77606.210000 sec): 3 clusters
  Score: Raw -3064675.648878 + Penalty 3345.904365 = -3061329.744513
  nChanged 121
		SP:Iteration 29Q (77606.560000 sec): 3 clusters
  Score: Raw -3064708.052825 + Penalty 3345.904365 = -3061362.148460
  nChanged 121
		SP:Iteration 30Q (77606.890000 sec): 3 clusters
  Score: Raw -3064742.308225 + Penalty 3345.904365 = -3061396.403860
  nChanged 124
		SP:Iteration 31Q (77607.260000 sec): 3 clusters
  Score: Raw -3064766.735048 + Penalty 3345.904365 = -3061420.830683
  nChanged 89
		SP:Iteration 32Q (77607.660000 sec): 3 clusters
  Score: Raw -3064781.402175 + Penalty 3345.904365 = -3061435.497810
  nChanged 74
		SP:Iteration 33Q (77608.080000 sec): 3 clusters
  Score: Raw -3064797.182042 + Penalty 3345.904365 = -3061451.277677
  nChanged 81
		SP:Iteration 34Q (77608.400000 sec): 3 clusters
  Score: Raw -3064810.231227 + Penalty 3345.904365 = -3061464.326862
  nChanged 64
		SP:Iteration 35Q (77608.740000 sec): 3 clusters
  Score: Raw -3064818.930470 + Penalty 3345.904365 = -3061473.026104
  nChanged 45
		SP:Iteration 36Q (77609.030000 sec): 3 clusters
  Score: Raw -3064825.349488 + Penalty 3345.904365 = -3061479.445122
  nChanged 49
		SP:Iteration 37Q (77609.380000 sec): 3 clusters
  Score: Raw -3064831.840722 + Penalty 3345.904365 = -3061485.936357
  nChanged 39
		SP:Iteration 38Q (77609.670000 sec): 3 clusters
  Score: Raw -3064837.030353 + Penalty 3345.904365 = -3061491.125988
  nChanged 41
		SP:Iteration 39Q (77610.040000 sec): 3 clusters
  Score: Raw -3064842.621586 + Penalty 3345.904365 = -3061496.717221
  nChanged 37
		SP:Iteration 40F (77610.410000 sec): 3 clusters
  Score: Raw -3064846.857662 + Penalty 3345.904365 = -3061500.953297
  nChanged 24
		SP:Iteration 41Q (77610.780000 sec): 3 clusters
  Score: Raw -3064849.454198 + Penalty 3345.904365 = -3061503.549833
  nChanged 23
		SP:Iteration 42Q (77611.120000 sec): 3 clusters
  Score: Raw -3064851.639743 + Penalty 3345.904365 = -3061505.735378
  nChanged 15
		SP:Iteration 43Q (77611.440000 sec): 3 clusters
  Score: Raw -3064852.617315 + Penalty 3345.904365 = -3061506.712950
  nChanged 13
		SP:Iteration 44Q (77611.840000 sec): 3 clusters
  Score: Raw -3064853.710537 + Penalty 3345.904365 = -3061507.806172
  nChanged 11
		SP:Iteration 45Q (77612.160000 sec): 3 clusters
  Score: Raw -3064855.138566 + Penalty 3345.904365 = -3061509.234201
  nChanged 15
		SP:Iteration 46Q (77612.480000 sec): 3 clusters
  Score: Raw -3064857.092626 + Penalty 3345.904365 = -3061511.188261
  nChanged 15
		SP:Iteration 47Q (77612.900000 sec): 3 clusters
  Score: Raw -3064858.780061 + Penalty 3345.904365 = -3061512.875696
  nChanged 8
		SP:Iteration 48Q (77613.260000 sec): 3 clusters
  Score: Raw -3064859.446313 + Penalty 3345.904365 = -3061513.541948
  nChanged 6
		SP:Iteration 49Q (77613.550000 sec): 3 clusters
  Score: Raw -3064859.790078 + Penalty 3345.904365 = -3061513.885713
  nChanged 4
		SP:Iteration 50Q (77613.860000 sec): 3 clusters
  Score: Raw -3064860.011214 + Penalty 3345.904365 = -3061514.106849
  nChanged 2
		SP:Iteration 51Q (77614.240000 sec): 3 clusters
  Score: Raw -3064860.142244 + Penalty 3345.904365 = -3061514.237879
  nChanged 3
		SP:Iteration 52Q (77614.610000 sec): 3 clusters
  Score: Raw -3064860.472531 + Penalty 3345.904365 = -3061514.568166
  nChanged 2
		SP:Iteration 53Q (77614.940000 sec): 3 clusters
  Score: Raw -3064860.578376 + Penalty 3345.904365 = -3061514.674011
  nChanged 0
		SP:Iteration 54F (77615.320000 sec): 3 clusters
  Score: Raw -3064860.578376 + Penalty 3345.904365 = -3061514.674011
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 42.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (18674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77615.500000 sec): 2 clusters
  Score: Raw -1996423.187502 + Penalty 1598.169212 = -1994825.018290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77615.740000 sec): 3 clusters
  Score: Raw -1985197.537523 + Penalty 3196.338425 = -1982001.199098
  nChanged 8471
		SP:Iteration 1F (77616.050000 sec): 3 clusters
  Score: Raw -1989733.564510 + Penalty 3196.338425 = -1986537.226085
  nChanged 829
		SP:Iteration 2Q (77616.320000 sec): 3 clusters
  Score: Raw -1989991.286727 + Penalty 3196.338425 = -1986794.948302
  nChanged 747
		SP:Iteration 3Q (77616.620000 sec): 3 clusters
  Score: Raw -1990213.769714 + Penalty 3196.338425 = -1987017.431289
  nChanged 656
		SP:Iteration 4Q (77616.980000 sec): 3 clusters
  Score: Raw -1990432.095608 + Penalty 3196.338425 = -1987235.757183
  nChanged 705
		SP:Iteration 5Q (77617.270000 sec): 3 clusters
  Score: Raw -1990690.399645 + Penalty 3196.338425 = -1987494.061220
  nChanged 714
		SP:Iteration 6Q (77617.540000 sec): 3 clusters
  Score: Raw -1990991.728828 + Penalty 3196.338425 = -1987795.390403
  nChanged 869
		SP:Iteration 7Q (77617.840000 sec): 3 clusters
  Score: Raw -1991430.667492 + Penalty 3196.338425 = -1988234.329067
  nChanged 1038
		SP:Iteration 8F (77618.100000 sec): 3 clusters
  Score: Raw -1992092.611354 + Penalty 3196.338425 = -1988896.272930
  nChanged 1247
		SP:Iteration 9F (77618.420000 sec): 3 clusters
  Score: Raw -1993043.196103 + Penalty 3196.338425 = -1989846.857678
  nChanged 1295
		SP:Iteration 10F (77618.760000 sec): 3 clusters
  Score: Raw -1994161.797876 + Penalty 3196.338425 = -1990965.459451
  nChanged 1114
		SP:Iteration 11F (77619.100000 sec): 3 clusters
  Score: Raw -1995157.070369 + Penalty 3196.338425 = -1991960.731944
  nChanged 744
		SP:Iteration 12Q (77619.360000 sec): 3 clusters
  Score: Raw -1995827.039218 + Penalty 3196.338425 = -1992630.700793
  nChanged 395
		SP:Iteration 13Q (77619.690000 sec): 3 clusters
  Score: Raw -1996171.967882 + Penalty 3196.338425 = -1992975.629458
  nChanged 181
		SP:Iteration 14Q (77619.920000 sec): 3 clusters
  Score: Raw -1996352.577954 + Penalty 3196.338425 = -1993156.239529
  nChanged 98
		SP:Iteration 15Q (77620.160000 sec): 3 clusters
  Score: Raw -1996471.584830 + Penalty 3196.338425 = -1993275.246405
  nChanged 43
		SP:Iteration 16Q (77620.450000 sec): 3 clusters
  Score: Raw -1996530.171002 + Penalty 3196.338425 = -1993333.832578
  nChanged 21
		SP:Iteration 17Q (77620.720000 sec): 3 clusters
  Score: Raw -1996563.812747 + Penalty 3196.338425 = -1993367.474322
  nChanged 18
		SP:Iteration 18Q (77620.970000 sec): 3 clusters
  Score: Raw -1996588.362622 + Penalty 3196.338425 = -1993392.024197
  nChanged 11
		SP:Iteration 19Q (77621.250000 sec): 3 clusters
  Score: Raw -1996602.372535 + Penalty 3196.338425 = -1993406.034110
  nChanged 4
		SP:Iteration 20F (77621.560000 sec): 3 clusters
  Score: Raw -1996606.334769 + Penalty 3196.338425 = -1993409.996344
  nChanged 2
		SP:Iteration 21Q (77621.860000 sec): 3 clusters
  Score: Raw -1996608.470249 + Penalty 3196.338425 = -1993412.131824
  nChanged 2
		SP:Iteration 22Q (77622.150000 sec): 3 clusters
  Score: Raw -1996611.281096 + Penalty 3196.338425 = -1993414.942671
  nChanged 2
		SP:Iteration 23Q (77622.410000 sec): 3 clusters
  Score: Raw -1996613.535497 + Penalty 3196.338425 = -1993417.197072
  nChanged 1
		SP:Iteration 24Q (77622.750000 sec): 3 clusters
  Score: Raw -1996615.394605 + Penalty 3196.338425 = -1993419.056181
  nChanged 1
		SP:Iteration 25Q (77623.020000 sec): 3 clusters
  Score: Raw -1996617.848862 + Penalty 3196.338425 = -1993421.510437
  nChanged 3
		SP:Iteration 26Q (77623.290000 sec): 3 clusters
  Score: Raw -1996623.030451 + Penalty 3196.338425 = -1993426.692026
  nChanged 1
		SP:Iteration 27Q (77623.590000 sec): 3 clusters
  Score: Raw -1996625.365937 + Penalty 3196.338425 = -1993429.027512
  nChanged 1
		SP:Iteration 28Q (77623.900000 sec): 3 clusters
  Score: Raw -1996626.020857 + Penalty 3196.338425 = -1993429.682432
  nChanged 0
		SP:Iteration 29F (77624.260000 sec): 3 clusters
  Score: Raw -1996626.020857 + Penalty 3196.338425 = -1993429.682432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (88652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77624.770000 sec): 2 clusters
  Score: Raw -9240566.802417 + Penalty 1851.277004 = -9238715.525412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77625.510000 sec): 3 clusters
  Score: Raw -9183484.693015 + Penalty 3702.554008 = -9179782.139007
  nChanged 42036
		SP:Iteration 1F (77626.160000 sec): 3 clusters
  Score: Raw -9208167.222580 + Penalty 3702.554008 = -9204464.668571
  nChanged 3521
		SP:Iteration 2Q (77626.860000 sec): 3 clusters
  Score: Raw -9209428.744209 + Penalty 3702.554008 = -9205726.190200
  nChanged 3933
		SP:Iteration 3Q (77627.600000 sec): 3 clusters
  Score: Raw -9210987.458915 + Penalty 3702.554008 = -9207284.904906
  nChanged 4364
		SP:Iteration 4Q (77628.380000 sec): 3 clusters
  Score: Raw -9212970.091948 + Penalty 3702.554008 = -9209267.537940
  nChanged 4849
		SP:Iteration 5F (77629.070000 sec): 3 clusters
  Score: Raw -9215275.126447 + Penalty 3702.554008 = -9211572.572439
  nChanged 4855
		SP:Iteration 6F (77629.840000 sec): 3 clusters
  Score: Raw -9217655.532051 + Penalty 3702.554008 = -9213952.978042
  nChanged 4842
		SP:Iteration 7F (77630.490000 sec): 3 clusters
  Score: Raw -9220033.101593 + Penalty 3702.554008 = -9216330.547585
  nChanged 4363
		SP:Iteration 8Q (77631.200000 sec): 3 clusters
  Score: Raw -9222081.429159 + Penalty 3702.554008 = -9218378.875151
  nChanged 3898
		SP:Iteration 9Q (77631.910000 sec): 3 clusters
  Score: Raw -9223866.835072 + Penalty 3702.554008 = -9220164.281064
  nChanged 3565
		SP:Iteration 10Q (77632.590000 sec): 3 clusters
  Score: Raw -9225544.639540 + Penalty 3702.554008 = -9221842.085531
  nChanged 3218
		SP:Iteration 11Q (77633.320000 sec): 3 clusters
  Score: Raw -9227117.393340 + Penalty 3702.554008 = -9223414.839332
  nChanged 2998
		SP:Iteration 12Q (77634.020000 sec): 3 clusters
  Score: Raw -9228745.254661 + Penalty 3702.554008 = -9225042.700653
  nChanged 2874
		SP:Iteration 13Q (77634.720000 sec): 3 clusters
  Score: Raw -9230433.631052 + Penalty 3702.554008 = -9226731.077044
  nChanged 2725
		SP:Iteration 14Q (77635.550000 sec): 3 clusters
  Score: Raw -9232116.165258 + Penalty 3702.554008 = -9228413.611250
  nChanged 2590
		SP:Iteration 15Q (77636.390000 sec): 3 clusters
  Score: Raw -9233695.143164 + Penalty 3702.554008 = -9229992.589156
  nChanged 2439
		SP:Iteration 16Q (77637.210000 sec): 3 clusters
  Score: Raw -9235161.713299 + Penalty 3702.554008 = -9231459.159291
  nChanged 2267
		SP:Iteration 17Q (77638.000000 sec): 3 clusters
  Score: Raw -9236585.195579 + Penalty 3702.554008 = -9232882.641570
  nChanged 2082
		SP:Iteration 18Q (77638.800000 sec): 3 clusters
  Score: Raw -9237931.120982 + Penalty 3702.554008 = -9234228.566974
  nChanged 1770
		SP:Iteration 19Q (77639.530000 sec): 3 clusters
  Score: Raw -9239154.711111 + Penalty 3702.554008 = -9235452.157103
  nChanged 1425
		SP:Iteration 20F (77640.300000 sec): 3 clusters
  Score: Raw -9240182.805619 + Penalty 3702.554008 = -9236480.251611
  nChanged 1095
		SP:Iteration 21Q (77641.090000 sec): 3 clusters
  Score: Raw -9241006.588803 + Penalty 3702.554008 = -9237304.034795
  nChanged 799
		SP:Iteration 22Q (77641.850000 sec): 3 clusters
  Score: Raw -9241655.718737 + Penalty 3702.554008 = -9237953.164728
  nChanged 515
		SP:Iteration 23Q (77642.610000 sec): 3 clusters
  Score: Raw -9242136.727159 + Penalty 3702.554008 = -9238434.173151
  nChanged 370
		SP:Iteration 24Q (77643.170000 sec): 3 clusters
  Score: Raw -9242472.719228 + Penalty 3702.554008 = -9238770.165220
  nChanged 267
		SP:Iteration 25Q (77643.790000 sec): 3 clusters
  Score: Raw -9242682.782349 + Penalty 3702.554008 = -9238980.228340
  nChanged 198
		SP:Iteration 26Q (77644.350000 sec): 3 clusters
  Score: Raw -9242802.183961 + Penalty 3702.554008 = -9239099.629953
  nChanged 155
		SP:Iteration 27Q (77644.930000 sec): 3 clusters
  Score: Raw -9242883.449438 + Penalty 3702.554008 = -9239180.895430
  nChanged 122
		SP:Iteration 28Q (77645.470000 sec): 3 clusters
  Score: Raw -9242941.666043 + Penalty 3702.554008 = -9239239.112034
  nChanged 87
		SP:Iteration 29Q (77646.070000 sec): 3 clusters
  Score: Raw -9242976.672379 + Penalty 3702.554008 = -9239274.118371
  nChanged 67
		SP:Iteration 30Q (77646.710000 sec): 3 clusters
  Score: Raw -9243001.502232 + Penalty 3702.554008 = -9239298.948223
  nChanged 58
		SP:Iteration 31Q (77647.300000 sec): 3 clusters
  Score: Raw -9243018.650758 + Penalty 3702.554008 = -9239316.096749
  nChanged 33
		SP:Iteration 32Q (77648.010000 sec): 3 clusters
  Score: Raw -9243026.121925 + Penalty 3702.554008 = -9239323.567917
  nChanged 19
		SP:Iteration 33Q (77648.610000 sec): 3 clusters
  Score: Raw -9243029.658484 + Penalty 3702.554008 = -9239327.104475
  nChanged 14
		SP:Iteration 34Q (77649.180000 sec): 3 clusters
  Score: Raw -9243031.175011 + Penalty 3702.554008 = -9239328.621002
  nChanged 5
		SP:Iteration 35Q (77649.820000 sec): 3 clusters
  Score: Raw -9243031.963702 + Penalty 3702.554008 = -9239329.409693
  nChanged 8
		SP:Iteration 36Q (77650.400000 sec): 3 clusters
  Score: Raw -9243033.915549 + Penalty 3702.554008 = -9239331.361540
  nChanged 16
		SP:Iteration 37Q (77651.000000 sec): 3 clusters
  Score: Raw -9243036.825076 + Penalty 3702.554008 = -9239334.271067
  nChanged 7
		SP:Iteration 38Q (77651.690000 sec): 3 clusters
  Score: Raw -9243038.313920 + Penalty 3702.554008 = -9239335.759912
  nChanged 9
		SP:Iteration 39Q (77652.310000 sec): 3 clusters
  Score: Raw -9243039.349860 + Penalty 3702.554008 = -9239336.795852
  nChanged 3
		SP:Iteration 40F (77652.920000 sec): 3 clusters
  Score: Raw -9243041.810608 + Penalty 3702.554008 = -9239339.256599
  nChanged 11
		SP:Iteration 41Q (77653.510000 sec): 3 clusters
  Score: Raw -9243043.458841 + Penalty 3702.554008 = -9239340.904833
  nChanged 5
		SP:Iteration 42Q (77654.110000 sec): 3 clusters
  Score: Raw -9243044.209330 + Penalty 3702.554008 = -9239341.655322
  nChanged 6
		SP:Iteration 43Q (77654.700000 sec): 3 clusters
  Score: Raw -9243045.307272 + Penalty 3702.554008 = -9239342.753264
  nChanged 6
		SP:Iteration 44Q (77655.280000 sec): 3 clusters
  Score: Raw -9243045.844477 + Penalty 3702.554008 = -9239343.290468
  nChanged 1
		SP:Iteration 45Q (77655.880000 sec): 3 clusters
  Score: Raw -9243045.950476 + Penalty 3702.554008 = -9239343.396468
  nChanged 1
		SP:Iteration 46Q (77656.390000 sec): 3 clusters
  Score: Raw -9243046.098348 + Penalty 3702.554008 = -9239343.544340
  nChanged 1
		SP:Iteration 47Q (77657.020000 sec): 3 clusters
  Score: Raw -9243046.410975 + Penalty 3702.554008 = -9239343.856967
  nChanged 3
		SP:Iteration 48Q (77657.610000 sec): 3 clusters
  Score: Raw -9243046.901014 + Penalty 3702.554008 = -9239344.347006
  nChanged 0
		SP:Iteration 49F (77658.290000 sec): 3 clusters
  Score: Raw -9243046.901014 + Penalty 3702.554008 = -9239344.347006
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77658.440000 sec): 2 clusters
  Score: Raw -55361.212744 + Penalty 1048.969767 = -54312.242978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77658.650000 sec): 3 clusters
  Score: Raw -55321.839533 + Penalty 2097.939533 = -53223.900000
  nChanged 183
		SP:Iteration 1F (77658.890000 sec): 3 clusters
  Score: Raw -55718.689656 + Penalty 2097.939533 = -53620.750123
  nChanged 78
		SP:Iteration 2F (77659.090000 sec): 3 clusters
  Score: Raw -55963.727681 + Penalty 2097.939533 = -53865.788148
  nChanged 47
		SP:Iteration 3F (77659.280000 sec): 3 clusters
  Score: Raw -56165.974414 + Penalty 2097.939533 = -54068.034880
  nChanged 31
		SP:Iteration 4Q (77659.450000 sec): 3 clusters
  Score: Raw -56273.871335 + Penalty 2097.939533 = -54175.931802
  nChanged 19
		SP:Iteration 5Q (77659.630000 sec): 3 clusters
  Score: Raw -56474.990088 + Penalty 2097.939533 = -54377.050555
  nChanged 20
		SP:Iteration 6Q (77659.820000 sec): 3 clusters
  Score: Raw -56561.904607 + Penalty 2097.939533 = -54463.965074
  nChanged 8
		SP:Iteration 7Q (77659.990000 sec): 3 clusters
  Score: Raw -56597.079719 + Penalty 2097.939533 = -54499.140186
  nChanged 8
		SP:Iteration 8Q (77660.200000 sec): 3 clusters
  Score: Raw -56624.646938 + Penalty 2097.939533 = -54526.707405
  nChanged 9
		SP:Iteration 9Q (77660.360000 sec): 3 clusters
  Score: Raw -56638.583583 + Penalty 2097.939533 = -54540.644050
  nChanged 0
		SP:Iteration 10F (77660.560000 sec): 3 clusters
  Score: Raw -56649.290092 + Penalty 2097.939533 = -54551.350559
  nChanged 1
		SP:Iteration 11Q (77660.750000 sec): 3 clusters
  Score: Raw -56676.168057 + Penalty 2097.939533 = -54578.228523
  nChanged 3
		SP:Iteration 12Q (77660.910000 sec): 3 clusters
  Score: Raw -56706.363621 + Penalty 2097.939533 = -54608.424088
  nChanged 5
		SP:Iteration 13Q (77661.090000 sec): 3 clusters
  Score: Raw -56763.226788 + Penalty 2097.939533 = -54665.287255
  nChanged 8
		SP:Iteration 14Q (77661.270000 sec): 3 clusters
  Score: Raw -56838.264358 + Penalty 2097.939533 = -54740.324825
  nChanged 8
		SP:Iteration 15Q (77661.430000 sec): 3 clusters
  Score: Raw -56867.121567 + Penalty 2097.939533 = -54769.182034
  nChanged 6
		SP:Iteration 16Q (77661.590000 sec): 3 clusters
  Score: Raw -56876.765590 + Penalty 2097.939533 = -54778.826057
  nChanged 4
		SP:Iteration 17Q (77661.730000 sec): 3 clusters
  Score: Raw -56888.024273 + Penalty 2097.939533 = -54790.084740
  nChanged 4
		SP:Iteration 18Q (77661.850000 sec): 3 clusters
  Score: Raw -56899.536820 + Penalty 2097.939533 = -54801.597287
  nChanged 4
		SP:Iteration 19Q (77661.990000 sec): 3 clusters
  Score: Raw -56926.339333 + Penalty 2097.939533 = -54828.399800
  nChanged 7
		SP:Iteration 20F (77662.170000 sec): 3 clusters
  Score: Raw -56938.210628 + Penalty 2097.939533 = -54840.271095
  nChanged 3
		SP:Iteration 21Q (77662.330000 sec): 3 clusters
  Score: Raw -56942.767641 + Penalty 2097.939533 = -54844.828108
  nChanged 3
		SP:Iteration 22Q (77662.510000 sec): 3 clusters
  Score: Raw -56946.209871 + Penalty 2097.939533 = -54848.270337
  nChanged 1
		SP:Iteration 23Q (77662.680000 sec): 3 clusters
  Score: Raw -56948.094568 + Penalty 2097.939533 = -54850.155035
  nChanged 1
		SP:Iteration 24Q (77662.810000 sec): 3 clusters
  Score: Raw -56948.942233 + Penalty 2097.939533 = -54851.002700
  nChanged 0
		SP:Iteration 25F (77662.930000 sec): 3 clusters
  Score: Raw -56948.942233 + Penalty 2097.939533 = -54851.002700
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (12628 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77663.090000 sec): 2 clusters
  Score: Raw -1292807.597794 + Penalty 1534.596676 = -1291273.001118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77663.370000 sec): 3 clusters
  Score: Raw -1285525.390503 + Penalty 3069.193351 = -1282456.197152
  nChanged 5602
		SP:Iteration 1F (77663.630000 sec): 3 clusters
  Score: Raw -1289186.515476 + Penalty 3069.193351 = -1286117.322125
  nChanged 1184
		SP:Iteration 2F (77663.870000 sec): 3 clusters
  Score: Raw -1290610.973903 + Penalty 3069.193351 = -1287541.780552
  nChanged 1339
		SP:Iteration 3F (77664.100000 sec): 3 clusters
  Score: Raw -1292094.115832 + Penalty 3069.193351 = -1289024.922481
  nChanged 1155
		SP:Iteration 4F (77664.350000 sec): 3 clusters
  Score: Raw -1293168.907766 + Penalty 3069.193351 = -1290099.714415
  nChanged 819
		SP:Iteration 5F (77664.600000 sec): 3 clusters
  Score: Raw -1293866.627918 + Penalty 3069.193351 = -1290797.434567
  nChanged 538
		SP:Iteration 6Q (77664.850000 sec): 3 clusters
  Score: Raw -1294276.658269 + Penalty 3069.193351 = -1291207.464918
  nChanged 367
		SP:Iteration 7Q (77665.110000 sec): 3 clusters
  Score: Raw -1294543.974806 + Penalty 3069.193351 = -1291474.781454
  nChanged 268
		SP:Iteration 8Q (77665.360000 sec): 3 clusters
  Score: Raw -1294749.482883 + Penalty 3069.193351 = -1291680.289531
  nChanged 221
		SP:Iteration 9Q (77665.590000 sec): 3 clusters
  Score: Raw -1294908.076570 + Penalty 3069.193351 = -1291838.883219
  nChanged 166
		SP:Iteration 10Q (77665.860000 sec): 3 clusters
  Score: Raw -1295001.674858 + Penalty 3069.193351 = -1291932.481507
  nChanged 139
		SP:Iteration 11Q (77666.100000 sec): 3 clusters
  Score: Raw -1295062.454555 + Penalty 3069.193351 = -1291993.261204
  nChanged 109
		SP:Iteration 12Q (77666.390000 sec): 3 clusters
  Score: Raw -1295111.272728 + Penalty 3069.193351 = -1292042.079376
  nChanged 95
		SP:Iteration 13Q (77666.650000 sec): 3 clusters
  Score: Raw -1295149.665623 + Penalty 3069.193351 = -1292080.472272
  nChanged 70
		SP:Iteration 14Q (77666.920000 sec): 3 clusters
  Score: Raw -1295174.263516 + Penalty 3069.193351 = -1292105.070165
  nChanged 63
		SP:Iteration 15Q (77667.180000 sec): 3 clusters
  Score: Raw -1295195.185359 + Penalty 3069.193351 = -1292125.992008
  nChanged 53
		SP:Iteration 16Q (77667.410000 sec): 3 clusters
  Score: Raw -1295213.080722 + Penalty 3069.193351 = -1292143.887371
  nChanged 52
		SP:Iteration 17Q (77667.690000 sec): 3 clusters
  Score: Raw -1295231.071697 + Penalty 3069.193351 = -1292161.878345
  nChanged 49
		SP:Iteration 18Q (77667.940000 sec): 3 clusters
  Score: Raw -1295249.843447 + Penalty 3069.193351 = -1292180.650096
  nChanged 49
		SP:Iteration 19Q (77668.230000 sec): 3 clusters
  Score: Raw -1295267.780846 + Penalty 3069.193351 = -1292198.587495
  nChanged 58
		SP:Iteration 20F (77668.500000 sec): 3 clusters
  Score: Raw -1295287.246617 + Penalty 3069.193351 = -1292218.053266
  nChanged 57
		SP:Iteration 21Q (77668.730000 sec): 3 clusters
  Score: Raw -1295309.917895 + Penalty 3069.193351 = -1292240.724544
  nChanged 52
		SP:Iteration 22Q (77669.000000 sec): 3 clusters
  Score: Raw -1295331.426993 + Penalty 3069.193351 = -1292262.233642
  nChanged 52
		SP:Iteration 23Q (77669.250000 sec): 3 clusters
  Score: Raw -1295349.960467 + Penalty 3069.193351 = -1292280.767116
  nChanged 48
		SP:Iteration 24Q (77669.500000 sec): 3 clusters
  Score: Raw -1295371.475728 + Penalty 3069.193351 = -1292302.282377
  nChanged 54
		SP:Iteration 25Q (77669.740000 sec): 3 clusters
  Score: Raw -1295408.038414 + Penalty 3069.193351 = -1292338.845063
  nChanged 63
		SP:Iteration 26Q (77669.920000 sec): 3 clusters
  Score: Raw -1295456.187080 + Penalty 3069.193351 = -1292386.993729
  nChanged 74
		SP:Iteration 27Q (77670.050000 sec): 3 clusters
  Score: Raw -1295525.097601 + Penalty 3069.193351 = -1292455.904250
  nChanged 72
		SP:Iteration 28Q (77670.220000 sec): 3 clusters
  Score: Raw -1295643.231700 + Penalty 3069.193351 = -1292574.038349
  nChanged 62
		SP:Iteration 29Q (77670.510000 sec): 3 clusters
  Score: Raw -1295741.941609 + Penalty 3069.193351 = -1292672.748258
  nChanged 54
		SP:Iteration 30Q (77670.750000 sec): 3 clusters
  Score: Raw -1295777.479255 + Penalty 3069.193351 = -1292708.285903
  nChanged 39
		SP:Iteration 31Q (77671.030000 sec): 3 clusters
  Score: Raw -1295797.247219 + Penalty 3069.193351 = -1292728.053868
  nChanged 26
		SP:Iteration 32Q (77671.210000 sec): 3 clusters
  Score: Raw -1295807.143289 + Penalty 3069.193351 = -1292737.949938
  nChanged 20
		SP:Iteration 33Q (77671.460000 sec): 3 clusters
  Score: Raw -1295813.288994 + Penalty 3069.193351 = -1292744.095642
  nChanged 15
		SP:Iteration 34Q (77671.740000 sec): 3 clusters
  Score: Raw -1295817.238153 + Penalty 3069.193351 = -1292748.044801
  nChanged 11
		SP:Iteration 35Q (77672.040000 sec): 3 clusters
  Score: Raw -1295820.448695 + Penalty 3069.193351 = -1292751.255344
  nChanged 14
		SP:Iteration 36Q (77672.320000 sec): 3 clusters
  Score: Raw -1295824.009167 + Penalty 3069.193351 = -1292754.815816
  nChanged 11
		SP:Iteration 37Q (77672.560000 sec): 3 clusters
  Score: Raw -1295825.919268 + Penalty 3069.193351 = -1292756.725917
  nChanged 3
		SP:Iteration 38Q (77672.800000 sec): 3 clusters
  Score: Raw -1295826.343850 + Penalty 3069.193351 = -1292757.150499
  nChanged 1
		SP:Iteration 39Q (77673.000000 sec): 3 clusters
  Score: Raw -1295826.518594 + Penalty 3069.193351 = -1292757.325242
  nChanged 2
		SP:Iteration 40F (77673.250000 sec): 3 clusters
  Score: Raw -1295826.878522 + Penalty 3069.193351 = -1292757.685171
  nChanged 1
		SP:Iteration 41Q (77673.450000 sec): 3 clusters
  Score: Raw -1295827.040193 + Penalty 3069.193351 = -1292757.846842
  nChanged 2
		SP:Iteration 42Q (77673.680000 sec): 3 clusters
  Score: Raw -1295827.300880 + Penalty 3069.193351 = -1292758.107529
  nChanged 1
		SP:Iteration 43Q (77673.900000 sec): 3 clusters
  Score: Raw -1295827.395037 + Penalty 3069.193351 = -1292758.201685
  nChanged 0
		SP:Iteration 44F (77674.150000 sec): 3 clusters
  Score: Raw -1295827.395037 + Penalty 3069.193351 = -1292758.201685
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (62350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77674.550000 sec): 2 clusters
  Score: Raw -6326526.159210 + Penalty 1794.084330 = -6324732.074880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77675.060000 sec): 3 clusters
  Score: Raw -6286667.097098 + Penalty 3588.168659 = -6283078.928439
  nChanged 29514
		SP:Iteration 1F (77675.600000 sec): 3 clusters
  Score: Raw -6303454.602096 + Penalty 3588.168659 = -6299866.433437
  nChanged 2892
		SP:Iteration 2Q (77676.160000 sec): 3 clusters
  Score: Raw -6304604.054775 + Penalty 3588.168659 = -6301015.886116
  nChanged 3586
		SP:Iteration 3F (77676.700000 sec): 3 clusters
  Score: Raw -6306423.990473 + Penalty 3588.168659 = -6302835.821814
  nChanged 4352
		SP:Iteration 4F (77677.270000 sec): 3 clusters
  Score: Raw -6309151.599378 + Penalty 3588.168659 = -6305563.430719
  nChanged 4841
		SP:Iteration 5F (77677.860000 sec): 3 clusters
  Score: Raw -6312619.473695 + Penalty 3588.168659 = -6309031.305036
  nChanged 4611
		SP:Iteration 6F (77678.390000 sec): 3 clusters
  Score: Raw -6316012.326505 + Penalty 3588.168659 = -6312424.157846
  nChanged 3697
		SP:Iteration 7F (77678.910000 sec): 3 clusters
  Score: Raw -6318850.457318 + Penalty 3588.168659 = -6315262.288659
  nChanged 2716
		SP:Iteration 8Q (77679.480000 sec): 3 clusters
  Score: Raw -6321245.265978 + Penalty 3588.168659 = -6317657.097319
  nChanged 1890
		SP:Iteration 9Q (77680.020000 sec): 3 clusters
  Score: Raw -6323516.193631 + Penalty 3588.168659 = -6319928.024972
  nChanged 1331
		SP:Iteration 10Q (77680.550000 sec): 3 clusters
  Score: Raw -6325297.518369 + Penalty 3588.168659 = -6321709.349710
  nChanged 835
		SP:Iteration 11Q (77681.010000 sec): 3 clusters
  Score: Raw -6326128.466572 + Penalty 3588.168659 = -6322540.297912
  nChanged 572
		SP:Iteration 12Q (77681.450000 sec): 3 clusters
  Score: Raw -6326540.062787 + Penalty 3588.168659 = -6322951.894128
  nChanged 437
		SP:Iteration 13Q (77681.950000 sec): 3 clusters
  Score: Raw -6326771.280032 + Penalty 3588.168659 = -6323183.111373
  nChanged 357
		SP:Iteration 14Q (77682.450000 sec): 3 clusters
  Score: Raw -6326921.648530 + Penalty 3588.168659 = -6323333.479871
  nChanged 286
		SP:Iteration 15Q (77682.950000 sec): 3 clusters
  Score: Raw -6327020.295776 + Penalty 3588.168659 = -6323432.127117
  nChanged 257
		SP:Iteration 16Q (77683.430000 sec): 3 clusters
  Score: Raw -6327102.150509 + Penalty 3588.168659 = -6323513.981850
  nChanged 222
		SP:Iteration 17Q (77683.910000 sec): 3 clusters
  Score: Raw -6327161.363030 + Penalty 3588.168659 = -6323573.194371
  nChanged 192
		SP:Iteration 18Q (77684.430000 sec): 3 clusters
  Score: Raw -6327209.611865 + Penalty 3588.168659 = -6323621.443206
  nChanged 148
		SP:Iteration 19Q (77684.930000 sec): 3 clusters
  Score: Raw -6327242.327520 + Penalty 3588.168659 = -6323654.158861
  nChanged 126
		SP:Iteration 20F (77685.450000 sec): 3 clusters
  Score: Raw -6327266.182576 + Penalty 3588.168659 = -6323678.013917
  nChanged 100
		SP:Iteration 21Q (77685.950000 sec): 3 clusters
  Score: Raw -6327284.649982 + Penalty 3588.168659 = -6323696.481322
  nChanged 111
		SP:Iteration 22Q (77686.470000 sec): 3 clusters
  Score: Raw -6327305.845891 + Penalty 3588.168659 = -6323717.677231
  nChanged 88
		SP:Iteration 23Q (77686.960000 sec): 3 clusters
  Score: Raw -6327319.886057 + Penalty 3588.168659 = -6323731.717398
  nChanged 70
		SP:Iteration 24Q (77687.510000 sec): 3 clusters
  Score: Raw -6327330.296731 + Penalty 3588.168659 = -6323742.128072
  nChanged 57
		SP:Iteration 25Q (77688.000000 sec): 3 clusters
  Score: Raw -6327338.315141 + Penalty 3588.168659 = -6323750.146482
  nChanged 48
		SP:Iteration 26Q (77688.480000 sec): 3 clusters
  Score: Raw -6327343.933233 + Penalty 3588.168659 = -6323755.764573
  nChanged 44
		SP:Iteration 27Q (77689.000000 sec): 3 clusters
  Score: Raw -6327348.615883 + Penalty 3588.168659 = -6323760.447224
  nChanged 35
		SP:Iteration 28Q (77689.540000 sec): 3 clusters
  Score: Raw -6327352.356377 + Penalty 3588.168659 = -6323764.187717
  nChanged 28
		SP:Iteration 29Q (77690.030000 sec): 3 clusters
  Score: Raw -6327355.654310 + Penalty 3588.168659 = -6323767.485651
  nChanged 27
		SP:Iteration 30Q (77690.550000 sec): 3 clusters
  Score: Raw -6327358.078074 + Penalty 3588.168659 = -6323769.909415
  nChanged 20
		SP:Iteration 31Q (77691.030000 sec): 3 clusters
  Score: Raw -6327360.116062 + Penalty 3588.168659 = -6323771.947403
  nChanged 20
		SP:Iteration 32Q (77691.530000 sec): 3 clusters
  Score: Raw -6327362.797103 + Penalty 3588.168659 = -6323774.628444
  nChanged 30
		SP:Iteration 33Q (77692.070000 sec): 3 clusters
  Score: Raw -6327366.445318 + Penalty 3588.168659 = -6323778.276659
  nChanged 26
		SP:Iteration 34Q (77692.590000 sec): 3 clusters
  Score: Raw -6327369.210414 + Penalty 3588.168659 = -6323781.041755
  nChanged 27
		SP:Iteration 35Q (77693.130000 sec): 3 clusters
  Score: Raw -6327371.986766 + Penalty 3588.168659 = -6323783.818107
  nChanged 18
		SP:Iteration 36Q (77693.650000 sec): 3 clusters
  Score: Raw -6327373.690025 + Penalty 3588.168659 = -6323785.521366
  nChanged 16
		SP:Iteration 37Q (77694.070000 sec): 3 clusters
  Score: Raw -6327374.904761 + Penalty 3588.168659 = -6323786.736101
  nChanged 12
		SP:Iteration 38Q (77694.590000 sec): 3 clusters
  Score: Raw -6327376.081982 + Penalty 3588.168659 = -6323787.913323
  nChanged 13
		SP:Iteration 39Q (77695.050000 sec): 3 clusters
  Score: Raw -6327377.234965 + Penalty 3588.168659 = -6323789.066306
  nChanged 15
		SP:Iteration 40F (77695.570000 sec): 3 clusters
  Score: Raw -6327378.596192 + Penalty 3588.168659 = -6323790.427533
  nChanged 14
		SP:Iteration 41Q (77696.110000 sec): 3 clusters
  Score: Raw -6327379.994747 + Penalty 3588.168659 = -6323791.826087
  nChanged 12
		SP:Iteration 42Q (77696.640000 sec): 3 clusters
  Score: Raw -6327380.995286 + Penalty 3588.168659 = -6323792.826627
  nChanged 9
		SP:Iteration 43Q (77697.140000 sec): 3 clusters
  Score: Raw -6327381.742585 + Penalty 3588.168659 = -6323793.573926
  nChanged 7
		SP:Iteration 44Q (77697.590000 sec): 3 clusters
  Score: Raw -6327382.530432 + Penalty 3588.168659 = -6323794.361773
  nChanged 9
		SP:Iteration 45Q (77698.130000 sec): 3 clusters
  Score: Raw -6327383.531701 + Penalty 3588.168659 = -6323795.363042
  nChanged 10
		SP:Iteration 46Q (77698.590000 sec): 3 clusters
  Score: Raw -6327384.453318 + Penalty 3588.168659 = -6323796.284659
  nChanged 10
		SP:Iteration 47Q (77699.000000 sec): 3 clusters
  Score: Raw -6327385.410486 + Penalty 3588.168659 = -6323797.241827
  nChanged 13
		SP:Iteration 48Q (77699.480000 sec): 3 clusters
  Score: Raw -6327387.008646 + Penalty 3588.168659 = -6323798.839987
  nChanged 14
		SP:Iteration 49Q (77699.960000 sec): 3 clusters
  Score: Raw -6327388.522514 + Penalty 3588.168659 = -6323800.353855
  nChanged 10
		SP:Iteration 50Q (77700.410000 sec): 3 clusters
  Score: Raw -6327389.224355 + Penalty 3588.168659 = -6323801.055696
  nChanged 5
		SP:Iteration 51Q (77700.880000 sec): 3 clusters
  Score: Raw -6327389.791546 + Penalty 3588.168659 = -6323801.622887
  nChanged 6
		SP:Iteration 52Q (77701.450000 sec): 3 clusters
  Score: Raw -6327390.220767 + Penalty 3588.168659 = -6323802.052108
  nChanged 5
		SP:Iteration 53Q (77701.950000 sec): 3 clusters
  Score: Raw -6327390.533845 + Penalty 3588.168659 = -6323802.365186
  nChanged 6
		SP:Iteration 54Q (77702.540000 sec): 3 clusters
  Score: Raw -6327390.954855 + Penalty 3588.168659 = -6323802.786196
  nChanged 3
		SP:Iteration 55Q (77703.060000 sec): 3 clusters
  Score: Raw -6327391.148865 + Penalty 3588.168659 = -6323802.980206
  nChanged 4
		SP:Iteration 56Q (77703.540000 sec): 3 clusters
  Score: Raw -6327391.533851 + Penalty 3588.168659 = -6323803.365192
  nChanged 4
		SP:Iteration 57Q (77704.060000 sec): 3 clusters
  Score: Raw -6327391.942085 + Penalty 3588.168659 = -6323803.773426
  nChanged 5
		SP:Iteration 58Q (77704.540000 sec): 3 clusters
  Score: Raw -6327392.412185 + Penalty 3588.168659 = -6323804.243526
  nChanged 1
		SP:Iteration 59Q (77704.970000 sec): 3 clusters
  Score: Raw -6327392.499065 + Penalty 3588.168659 = -6323804.330406
  nChanged 1
		SP:Iteration 60F (77705.530000 sec): 3 clusters
  Score: Raw -6327392.612112 + Penalty 3588.168659 = -6323804.443452
  nChanged 3
		SP:Iteration 61Q (77706.070000 sec): 3 clusters
  Score: Raw -6327392.824850 + Penalty 3588.168659 = -6323804.656191
  nChanged 3
		SP:Iteration 62Q (77706.530000 sec): 3 clusters
  Score: Raw -6327393.021483 + Penalty 3588.168659 = -6323804.852824
  nChanged 2
		SP:Iteration 63Q (77707.090000 sec): 3 clusters
  Score: Raw -6327393.140317 + Penalty 3588.168659 = -6323804.971658
  nChanged 3
		SP:Iteration 64Q (77707.590000 sec): 3 clusters
  Score: Raw -6327393.319821 + Penalty 3588.168659 = -6323805.151162
  nChanged 1
		SP:Iteration 65Q (77708.090000 sec): 3 clusters
  Score: Raw -6327393.369322 + Penalty 3588.168659 = -6323805.200663
  nChanged 0
		SP:Iteration 66F (77708.640000 sec): 3 clusters
  Score: Raw -6327393.369322 + Penalty 3588.168659 = -6323805.200663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (21949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77708.870000 sec): 2 clusters
  Score: Raw -2251244.982956 + Penalty 1624.427490 = -2249620.555467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77709.150000 sec): 3 clusters
  Score: Raw -2238123.499239 + Penalty 3248.854979 = -2234874.644260
  nChanged 9968
		SP:Iteration 1F (77709.430000 sec): 3 clusters
  Score: Raw -2244030.443550 + Penalty 3248.854979 = -2240781.588571
  nChanged 1648
		SP:Iteration 2F (77709.850000 sec): 3 clusters
  Score: Raw -2245195.969211 + Penalty 3248.854979 = -2241947.114232
  nChanged 1834
		SP:Iteration 3F (77710.180000 sec): 3 clusters
  Score: Raw -2246643.584932 + Penalty 3248.854979 = -2243394.729953
  nChanged 1755
		SP:Iteration 4F (77710.460000 sec): 3 clusters
  Score: Raw -2248066.322047 + Penalty 3248.854979 = -2244817.467068
  nChanged 1549
		SP:Iteration 5F (77710.810000 sec): 3 clusters
  Score: Raw -2249251.776812 + Penalty 3248.854979 = -2246002.921833
  nChanged 1321
		SP:Iteration 6F (77711.170000 sec): 3 clusters
  Score: Raw -2250180.763089 + Penalty 3248.854979 = -2246931.908109
  nChanged 1077
		SP:Iteration 7Q (77711.510000 sec): 3 clusters
  Score: Raw -2250896.362664 + Penalty 3248.854979 = -2247647.507685
  nChanged 823
		SP:Iteration 8Q (77711.870000 sec): 3 clusters
  Score: Raw -2251417.773730 + Penalty 3248.854979 = -2248168.918751
  nChanged 697
		SP:Iteration 9Q (77712.200000 sec): 3 clusters
  Score: Raw -2251880.421021 + Penalty 3248.854979 = -2248631.566042
  nChanged 590
		SP:Iteration 10Q (77712.560000 sec): 3 clusters
  Score: Raw -2252310.806621 + Penalty 3248.854979 = -2249061.951642
  nChanged 512
		SP:Iteration 11Q (77712.870000 sec): 3 clusters
  Score: Raw -2252707.242291 + Penalty 3248.854979 = -2249458.387312
  nChanged 471
		SP:Iteration 12Q (77713.200000 sec): 3 clusters
  Score: Raw -2253095.176451 + Penalty 3248.854979 = -2249846.321472
  nChanged 410
		SP:Iteration 13Q (77713.490000 sec): 3 clusters
  Score: Raw -2253467.253417 + Penalty 3248.854979 = -2250218.398438
  nChanged 401
		SP:Iteration 14Q (77713.830000 sec): 3 clusters
  Score: Raw -2253842.855948 + Penalty 3248.854979 = -2250594.000968
  nChanged 350
		SP:Iteration 15Q (77714.170000 sec): 3 clusters
  Score: Raw -2254203.285188 + Penalty 3248.854979 = -2250954.430209
  nChanged 298
		SP:Iteration 16Q (77714.510000 sec): 3 clusters
  Score: Raw -2254498.718990 + Penalty 3248.854979 = -2251249.864010
  nChanged 274
		SP:Iteration 17Q (77714.790000 sec): 3 clusters
  Score: Raw -2254802.054215 + Penalty 3248.854979 = -2251553.199235
  nChanged 239
		SP:Iteration 18Q (77715.080000 sec): 3 clusters
  Score: Raw -2255225.515372 + Penalty 3248.854979 = -2251976.660393
  nChanged 203
		SP:Iteration 19Q (77715.400000 sec): 3 clusters
  Score: Raw -2255699.620792 + Penalty 3248.854979 = -2252450.765812
  nChanged 156
		SP:Iteration 20F (77715.760000 sec): 3 clusters
  Score: Raw -2255975.087707 + Penalty 3248.854979 = -2252726.232727
  nChanged 118
		SP:Iteration 21Q (77716.000000 sec): 3 clusters
  Score: Raw -2256038.089911 + Penalty 3248.854979 = -2252789.234932
  nChanged 54
		SP:Iteration 22Q (77716.350000 sec): 3 clusters
  Score: Raw -2256049.723472 + Penalty 3248.854979 = -2252800.868493
  nChanged 27
		SP:Iteration 23Q (77716.700000 sec): 3 clusters
  Score: Raw -2256054.698668 + Penalty 3248.854979 = -2252805.843689
  nChanged 15
		SP:Iteration 24Q (77716.980000 sec): 3 clusters
  Score: Raw -2256056.850601 + Penalty 3248.854979 = -2252807.995622
  nChanged 7
		SP:Iteration 25Q (77717.280000 sec): 3 clusters
  Score: Raw -2256057.704258 + Penalty 3248.854979 = -2252808.849279
  nChanged 6
		SP:Iteration 26Q (77717.610000 sec): 3 clusters
  Score: Raw -2256058.458530 + Penalty 3248.854979 = -2252809.603550
  nChanged 6
		SP:Iteration 27Q (77717.890000 sec): 3 clusters
  Score: Raw -2256059.188200 + Penalty 3248.854979 = -2252810.333221
  nChanged 8
		SP:Iteration 28Q (77718.130000 sec): 3 clusters
  Score: Raw -2256059.926173 + Penalty 3248.854979 = -2252811.071194
  nChanged 5
		SP:Iteration 29Q (77718.450000 sec): 3 clusters
  Score: Raw -2256060.382159 + Penalty 3248.854979 = -2252811.527179
  nChanged 6
		SP:Iteration 30Q (77718.730000 sec): 3 clusters
  Score: Raw -2256061.523763 + Penalty 3248.854979 = -2252812.668783
  nChanged 5
		SP:Iteration 31Q (77719.030000 sec): 3 clusters
  Score: Raw -2256062.078354 + Penalty 3248.854979 = -2252813.223374
  nChanged 4
		SP:Iteration 32Q (77719.340000 sec): 3 clusters
  Score: Raw -2256062.428824 + Penalty 3248.854979 = -2252813.573844
  nChanged 3
		SP:Iteration 33Q (77719.630000 sec): 3 clusters
  Score: Raw -2256062.661806 + Penalty 3248.854979 = -2252813.806827
  nChanged 0
		SP:Iteration 34F (77719.960000 sec): 3 clusters
  Score: Raw -2256062.661806 + Penalty 3248.854979 = -2252813.806827
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77720.270000 sec): 2 clusters
  Score: Raw -3648346.377404 + Penalty 1709.165769 = -3646637.211635
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77720.690000 sec): 3 clusters
  Score: Raw -3625147.952773 + Penalty 3418.331539 = -3621729.621235
  nChanged 17165
		SP:Iteration 1F (77721.110000 sec): 3 clusters
  Score: Raw -3636135.026640 + Penalty 3418.331539 = -3632716.695101
  nChanged 2618
		SP:Iteration 2F (77721.500000 sec): 3 clusters
  Score: Raw -3637999.714061 + Penalty 3418.331539 = -3634581.382523
  nChanged 2869
		SP:Iteration 3F (77721.900000 sec): 3 clusters
  Score: Raw -3640126.371018 + Penalty 3418.331539 = -3636708.039480
  nChanged 2720
		SP:Iteration 4F (77722.260000 sec): 3 clusters
  Score: Raw -3642002.613368 + Penalty 3418.331539 = -3638584.281829
  nChanged 2279
		SP:Iteration 5F (77722.680000 sec): 3 clusters
  Score: Raw -3643452.290304 + Penalty 3418.331539 = -3640033.958766
  nChanged 1857
		SP:Iteration 6F (77723.060000 sec): 3 clusters
  Score: Raw -3644535.161575 + Penalty 3418.331539 = -3641116.830036
  nChanged 1513
		SP:Iteration 7Q (77723.510000 sec): 3 clusters
  Score: Raw -3645308.489476 + Penalty 3418.331539 = -3641890.157938
  nChanged 1172
		SP:Iteration 8Q (77723.970000 sec): 3 clusters
  Score: Raw -3645882.468939 + Penalty 3418.331539 = -3642464.137400
  nChanged 934
		SP:Iteration 9Q (77724.440000 sec): 3 clusters
  Score: Raw -3646297.360047 + Penalty 3418.331539 = -3642879.028508
  nChanged 762
		SP:Iteration 10Q (77724.860000 sec): 3 clusters
  Score: Raw -3646582.667202 + Penalty 3418.331539 = -3643164.335664
  nChanged 625
		SP:Iteration 11Q (77725.270000 sec): 3 clusters
  Score: Raw -3646817.698599 + Penalty 3418.331539 = -3643399.367061
  nChanged 568
		SP:Iteration 12Q (77725.700000 sec): 3 clusters
  Score: Raw -3647029.143655 + Penalty 3418.331539 = -3643610.812117
  nChanged 481
		SP:Iteration 13Q (77726.140000 sec): 3 clusters
  Score: Raw -3647200.319002 + Penalty 3418.331539 = -3643781.987464
  nChanged 467
		SP:Iteration 14Q (77726.580000 sec): 3 clusters
  Score: Raw -3647356.526197 + Penalty 3418.331539 = -3643938.194659
  nChanged 426
		SP:Iteration 15Q (77726.960000 sec): 3 clusters
  Score: Raw -3647510.980833 + Penalty 3418.331539 = -3644092.649295
  nChanged 395
		SP:Iteration 16Q (77727.400000 sec): 3 clusters
  Score: Raw -3647646.455470 + Penalty 3418.331539 = -3644228.123932
  nChanged 383
		SP:Iteration 17Q (77727.870000 sec): 3 clusters
  Score: Raw -3647758.542676 + Penalty 3418.331539 = -3644340.211137
  nChanged 344
		SP:Iteration 18Q (77728.290000 sec): 3 clusters
  Score: Raw -3647842.747776 + Penalty 3418.331539 = -3644424.416238
  nChanged 294
		SP:Iteration 19Q (77728.690000 sec): 3 clusters
  Score: Raw -3647913.458060 + Penalty 3418.331539 = -3644495.126521
  nChanged 287
		SP:Iteration 20F (77729.120000 sec): 3 clusters
  Score: Raw -3647981.755719 + Penalty 3418.331539 = -3644563.424180
  nChanged 266
		SP:Iteration 21Q (77729.520000 sec): 3 clusters
  Score: Raw -3648041.471577 + Penalty 3418.331539 = -3644623.140038
  nChanged 244
		SP:Iteration 22Q (77729.880000 sec): 3 clusters
  Score: Raw -3648093.823444 + Penalty 3418.331539 = -3644675.491906
  nChanged 261
		SP:Iteration 23Q (77730.240000 sec): 3 clusters
  Score: Raw -3648158.863596 + Penalty 3418.331539 = -3644740.532058
  nChanged 274
		SP:Iteration 24Q (77730.660000 sec): 3 clusters
  Score: Raw -3648231.250886 + Penalty 3418.331539 = -3644812.919347
  nChanged 283
		SP:Iteration 25Q (77731.030000 sec): 3 clusters
  Score: Raw -3648304.606267 + Penalty 3418.331539 = -3644886.274728
  nChanged 273
		SP:Iteration 26Q (77731.370000 sec): 3 clusters
  Score: Raw -3648381.108061 + Penalty 3418.331539 = -3644962.776523
  nChanged 289
		SP:Iteration 27Q (77731.760000 sec): 3 clusters
  Score: Raw -3648462.153377 + Penalty 3418.331539 = -3645043.821839
  nChanged 317
		SP:Iteration 28Q (77732.220000 sec): 3 clusters
  Score: Raw -3648557.856597 + Penalty 3418.331539 = -3645139.525059
  nChanged 321
		SP:Iteration 29Q (77732.590000 sec): 3 clusters
  Score: Raw -3648669.562121 + Penalty 3418.331539 = -3645251.230582
  nChanged 344
		SP:Iteration 30Q (77732.910000 sec): 3 clusters
  Score: Raw -3648794.624759 + Penalty 3418.331539 = -3645376.293220
  nChanged 343
		SP:Iteration 31Q (77733.300000 sec): 3 clusters
  Score: Raw -3648922.139934 + Penalty 3418.331539 = -3645503.808396
  nChanged 339
		SP:Iteration 32Q (77733.720000 sec): 3 clusters
  Score: Raw -3649051.609105 + Penalty 3418.331539 = -3645633.277566
  nChanged 314
		SP:Iteration 33Q (77734.120000 sec): 3 clusters
  Score: Raw -3649169.671880 + Penalty 3418.331539 = -3645751.340341
  nChanged 323
		SP:Iteration 34Q (77734.530000 sec): 3 clusters
  Score: Raw -3649308.277020 + Penalty 3418.331539 = -3645889.945482
  nChanged 317
		SP:Iteration 35Q (77734.950000 sec): 3 clusters
  Score: Raw -3649440.703598 + Penalty 3418.331539 = -3646022.372059
  nChanged 272
		SP:Iteration 36Q (77735.280000 sec): 3 clusters
  Score: Raw -3649545.521118 + Penalty 3418.331539 = -3646127.189579
  nChanged 214
		SP:Iteration 37Q (77735.600000 sec): 3 clusters
  Score: Raw -3649632.950411 + Penalty 3418.331539 = -3646214.618872
  nChanged 166
		SP:Iteration 38Q (77735.960000 sec): 3 clusters
  Score: Raw -3649694.098059 + Penalty 3418.331539 = -3646275.766520
  nChanged 134
		SP:Iteration 39Q (77736.320000 sec): 3 clusters
  Score: Raw -3649738.295215 + Penalty 3418.331539 = -3646319.963677
  nChanged 112
		SP:Iteration 40F (77736.660000 sec): 3 clusters
  Score: Raw -3649776.677030 + Penalty 3418.331539 = -3646358.345492
  nChanged 84
		SP:Iteration 41Q (77736.980000 sec): 3 clusters
  Score: Raw -3649801.647612 + Penalty 3418.331539 = -3646383.316073
  nChanged 60
		SP:Iteration 42Q (77737.360000 sec): 3 clusters
  Score: Raw -3649817.619705 + Penalty 3418.331539 = -3646399.288166
  nChanged 36
		SP:Iteration 43Q (77737.780000 sec): 3 clusters
  Score: Raw -3649826.360158 + Penalty 3418.331539 = -3646408.028619
  nChanged 26
		SP:Iteration 44Q (77738.140000 sec): 3 clusters
  Score: Raw -3649832.071882 + Penalty 3418.331539 = -3646413.740344
  nChanged 22
		SP:Iteration 45Q (77738.580000 sec): 3 clusters
  Score: Raw -3649837.903952 + Penalty 3418.331539 = -3646419.572413
  nChanged 20
		SP:Iteration 46Q (77738.990000 sec): 3 clusters
  Score: Raw -3649841.507512 + Penalty 3418.331539 = -3646423.175973
  nChanged 11
		SP:Iteration 47Q (77739.380000 sec): 3 clusters
  Score: Raw -3649843.173451 + Penalty 3418.331539 = -3646424.841912
  nChanged 10
		SP:Iteration 48Q (77739.760000 sec): 3 clusters
  Score: Raw -3649845.883788 + Penalty 3418.331539 = -3646427.552249
  nChanged 13
		SP:Iteration 49Q (77740.170000 sec): 3 clusters
  Score: Raw -3649848.732848 + Penalty 3418.331539 = -3646430.401309
  nChanged 15
		SP:Iteration 50Q (77740.520000 sec): 3 clusters
  Score: Raw -3649851.441604 + Penalty 3418.331539 = -3646433.110065
  nChanged 12
		SP:Iteration 51Q (77740.900000 sec): 3 clusters
  Score: Raw -3649853.905383 + Penalty 3418.331539 = -3646435.573844
  nChanged 5
		SP:Iteration 52Q (77741.330000 sec): 3 clusters
  Score: Raw -3649854.775595 + Penalty 3418.331539 = -3646436.444057
  nChanged 5
		SP:Iteration 53Q (77741.750000 sec): 3 clusters
  Score: Raw -3649855.739828 + Penalty 3418.331539 = -3646437.408290
  nChanged 5
		SP:Iteration 54Q (77742.190000 sec): 3 clusters
  Score: Raw -3649856.491706 + Penalty 3418.331539 = -3646438.160168
  nChanged 6
		SP:Iteration 55Q (77742.590000 sec): 3 clusters
  Score: Raw -3649857.781253 + Penalty 3418.331539 = -3646439.449714
  nChanged 3
		SP:Iteration 56Q (77742.990000 sec): 3 clusters
  Score: Raw -3649858.270695 + Penalty 3418.331539 = -3646439.939156
  nChanged 5
		SP:Iteration 57Q (77743.300000 sec): 3 clusters
  Score: Raw -3649858.919590 + Penalty 3418.331539 = -3646440.588051
  nChanged 1
		SP:Iteration 58Q (77743.670000 sec): 3 clusters
  Score: Raw -3649859.575541 + Penalty 3418.331539 = -3646441.244003
  nChanged 2
		SP:Iteration 59Q (77744.000000 sec): 3 clusters
  Score: Raw -3649860.131690 + Penalty 3418.331539 = -3646441.800152
  nChanged 2
		SP:Iteration 60F (77744.390000 sec): 3 clusters
  Score: Raw -3649860.440098 + Penalty 3418.331539 = -3646442.108560
  nChanged 1
		SP:Iteration 61Q (77744.720000 sec): 3 clusters
  Score: Raw -3649860.491895 + Penalty 3418.331539 = -3646442.160356
  nChanged 0
		SP:Iteration 62F (77745.100000 sec): 3 clusters
  Score: Raw -3649860.491895 + Penalty 3418.331539 = -3646442.160356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (1527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77745.230000 sec): 2 clusters
  Score: Raw -148404.388476 + Penalty 1191.297300 = -147213.091177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77745.400000 sec): 3 clusters
  Score: Raw -147914.215394 + Penalty 2382.594599 = -145531.620795
  nChanged 561
		SP:Iteration 1F (77745.610000 sec): 3 clusters
  Score: Raw -148656.634965 + Penalty 2382.594599 = -146274.040366
  nChanged 200
		SP:Iteration 2F (77745.850000 sec): 3 clusters
  Score: Raw -149027.189105 + Penalty 2382.594599 = -146644.594506
  nChanged 145
		SP:Iteration 3F (77746.030000 sec): 3 clusters
  Score: Raw -149296.498625 + Penalty 2382.594599 = -146913.904026
  nChanged 77
		SP:Iteration 4F (77746.240000 sec): 3 clusters
  Score: Raw -149405.234671 + Penalty 2382.594599 = -147022.640072
  nChanged 44
		SP:Iteration 5Q (77746.420000 sec): 3 clusters
  Score: Raw -149498.608646 + Penalty 2382.594599 = -147116.014047
  nChanged 34
		SP:Iteration 6Q (77746.550000 sec): 3 clusters
  Score: Raw -149564.230012 + Penalty 2382.594599 = -147181.635412
  nChanged 26
		SP:Iteration 7Q (77746.760000 sec): 3 clusters
  Score: Raw -149628.173812 + Penalty 2382.594599 = -147245.579213
  nChanged 16
		SP:Iteration 8Q (77746.940000 sec): 3 clusters
  Score: Raw -149655.952974 + Penalty 2382.594599 = -147273.358375
  nChanged 10
		SP:Iteration 9Q (77747.060000 sec): 3 clusters
  Score: Raw -149664.979657 + Penalty 2382.594599 = -147282.385057
  nChanged 3
		SP:Iteration 10Q (77747.290000 sec): 3 clusters
  Score: Raw -149666.545134 + Penalty 2382.594599 = -147283.950534
  nChanged 1
		SP:Iteration 11Q (77747.460000 sec): 3 clusters
  Score: Raw -149666.902808 + Penalty 2382.594599 = -147284.308208
  nChanged 0
		SP:Iteration 12F (77747.590000 sec): 3 clusters
  Score: Raw -149666.902808 + Penalty 2382.594599 = -147284.308208
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (185591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77748.640000 sec): 2 clusters
  Score: Raw -19645158.165254 + Penalty 1971.336349 = -19643186.828906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77749.780000 sec): 3 clusters
  Score: Raw -19522545.549838 + Penalty 3942.672697 = -19518602.877140
  nChanged 89670
		SP:Iteration 1F (77750.900000 sec): 3 clusters
  Score: Raw -19576832.925345 + Penalty 3942.672697 = -19572890.252648
  nChanged 7463
		SP:Iteration 2Q (77752.210000 sec): 3 clusters
  Score: Raw -19579503.683627 + Penalty 3942.672697 = -19575561.010930
  nChanged 8777
		SP:Iteration 3Q (77753.620000 sec): 3 clusters
  Score: Raw -19583594.802389 + Penalty 3942.672697 = -19579652.129692
  nChanged 10438
		SP:Iteration 4F (77754.890000 sec): 3 clusters
  Score: Raw -19589608.843414 + Penalty 3942.672697 = -19585666.170717
  nChanged 11755
		SP:Iteration 5F (77756.180000 sec): 3 clusters
  Score: Raw -19597289.086466 + Penalty 3942.672697 = -19593346.413769
  nChanged 11940
		SP:Iteration 6F (77757.340000 sec): 3 clusters
  Score: Raw -19605458.469194 + Penalty 3942.672697 = -19601515.796497
  nChanged 10905
		SP:Iteration 7F (77758.450000 sec): 3 clusters
  Score: Raw -19613273.451717 + Penalty 3942.672697 = -19609330.779020
  nChanged 9005
		SP:Iteration 8Q (77759.710000 sec): 3 clusters
  Score: Raw -19620193.099843 + Penalty 3942.672697 = -19616250.427146
  nChanged 7462
		SP:Iteration 9Q (77761.020000 sec): 3 clusters
  Score: Raw -19625873.987703 + Penalty 3942.672697 = -19621931.315005
  nChanged 5774
		SP:Iteration 10Q (77762.190000 sec): 3 clusters
  Score: Raw -19629943.657379 + Penalty 3942.672697 = -19626000.984682
  nChanged 4554
		SP:Iteration 11Q (77763.360000 sec): 3 clusters
  Score: Raw -19633114.104608 + Penalty 3942.672697 = -19629171.431911
  nChanged 3796
		SP:Iteration 12Q (77764.560000 sec): 3 clusters
  Score: Raw -19635766.608120 + Penalty 3942.672697 = -19631823.935423
  nChanged 3208
		SP:Iteration 13Q (77765.620000 sec): 3 clusters
  Score: Raw -19637936.908695 + Penalty 3942.672697 = -19633994.235998
  nChanged 2924
		SP:Iteration 14Q (77766.700000 sec): 3 clusters
  Score: Raw -19639734.452780 + Penalty 3942.672697 = -19635791.780083
  nChanged 2561
		SP:Iteration 15Q (77767.880000 sec): 3 clusters
  Score: Raw -19641069.744117 + Penalty 3942.672697 = -19637127.071419
  nChanged 2115
		SP:Iteration 16Q (77769.020000 sec): 3 clusters
  Score: Raw -19642007.900050 + Penalty 3942.672697 = -19638065.227353
  nChanged 1799
		SP:Iteration 17Q (77770.160000 sec): 3 clusters
  Score: Raw -19642671.931381 + Penalty 3942.672697 = -19638729.258684
  nChanged 1459
		SP:Iteration 18Q (77771.370000 sec): 3 clusters
  Score: Raw -19643134.601116 + Penalty 3942.672697 = -19639191.928418
  nChanged 1209
		SP:Iteration 19Q (77772.520000 sec): 3 clusters
  Score: Raw -19643450.616594 + Penalty 3942.672697 = -19639507.943897
  nChanged 1012
		SP:Iteration 20F (77773.680000 sec): 3 clusters
  Score: Raw -19643683.993253 + Penalty 3942.672697 = -19639741.320556
  nChanged 927
		SP:Iteration 21Q (77774.720000 sec): 3 clusters
  Score: Raw -19643882.050665 + Penalty 3942.672697 = -19639939.377968
  nChanged 884
		SP:Iteration 22Q (77775.780000 sec): 3 clusters
  Score: Raw -19644053.885149 + Penalty 3942.672697 = -19640111.212452
  nChanged 790
		SP:Iteration 23Q (77776.830000 sec): 3 clusters
  Score: Raw -19644196.624810 + Penalty 3942.672697 = -19640253.952113
  nChanged 773
		SP:Iteration 24Q (77777.940000 sec): 3 clusters
  Score: Raw -19644335.363186 + Penalty 3942.672697 = -19640392.690489
  nChanged 758
		SP:Iteration 25Q (77779.100000 sec): 3 clusters
  Score: Raw -19644467.673288 + Penalty 3942.672697 = -19640525.000590
  nChanged 717
		SP:Iteration 26Q (77780.220000 sec): 3 clusters
  Score: Raw -19644585.753195 + Penalty 3942.672697 = -19640643.080497
  nChanged 692
		SP:Iteration 27Q (77781.360000 sec): 3 clusters
  Score: Raw -19644699.741971 + Penalty 3942.672697 = -19640757.069274
  nChanged 685
		SP:Iteration 28Q (77782.490000 sec): 3 clusters
  Score: Raw -19644808.778953 + Penalty 3942.672697 = -19640866.106256
  nChanged 625
		SP:Iteration 29Q (77783.520000 sec): 3 clusters
  Score: Raw -19644906.584573 + Penalty 3942.672697 = -19640963.911876
  nChanged 630
		SP:Iteration 30Q (77784.760000 sec): 3 clusters
  Score: Raw -19645006.381544 + Penalty 3942.672697 = -19641063.708847
  nChanged 576
		SP:Iteration 31Q (77786.020000 sec): 3 clusters
  Score: Raw -19645094.673333 + Penalty 3942.672697 = -19641152.000636
  nChanged 537
		SP:Iteration 32Q (77787.190000 sec): 3 clusters
  Score: Raw -19645174.350971 + Penalty 3942.672697 = -19641231.678274
  nChanged 516
		SP:Iteration 33Q (77788.320000 sec): 3 clusters
  Score: Raw -19645250.126887 + Penalty 3942.672697 = -19641307.454189
  nChanged 509
		SP:Iteration 34Q (77789.450000 sec): 3 clusters
  Score: Raw -19645325.355812 + Penalty 3942.672697 = -19641382.683115
  nChanged 511
		SP:Iteration 35Q (77790.570000 sec): 3 clusters
  Score: Raw -19645398.625422 + Penalty 3942.672697 = -19641455.952724
  nChanged 468
		SP:Iteration 36Q (77791.680000 sec): 3 clusters
  Score: Raw -19645473.774251 + Penalty 3942.672697 = -19641531.101554
  nChanged 484
		SP:Iteration 37Q (77792.840000 sec): 3 clusters
  Score: Raw -19645551.647397 + Penalty 3942.672697 = -19641608.974699
  nChanged 485
		SP:Iteration 38Q (77793.900000 sec): 3 clusters
  Score: Raw -19645628.466524 + Penalty 3942.672697 = -19641685.793827
  nChanged 503
		SP:Iteration 39Q (77794.930000 sec): 3 clusters
  Score: Raw -19645711.560745 + Penalty 3942.672697 = -19641768.888048
  nChanged 495
		SP:Iteration 40F (77796.220000 sec): 3 clusters
  Score: Raw -19645796.328004 + Penalty 3942.672697 = -19641853.655306
  nChanged 459
		SP:Iteration 41Q (77797.690000 sec): 3 clusters
  Score: Raw -19645871.764839 + Penalty 3942.672697 = -19641929.092142
  nChanged 397
		SP:Iteration 42Q (77799.150000 sec): 3 clusters
  Score: Raw -19645937.408424 + Penalty 3942.672697 = -19641994.735727
  nChanged 386
		SP:Iteration 43Q (77800.530000 sec): 3 clusters
  Score: Raw -19646010.018634 + Penalty 3942.672697 = -19642067.345937
  nChanged 389
		SP:Iteration 44Q (77801.900000 sec): 3 clusters
  Score: Raw -19646081.699552 + Penalty 3942.672697 = -19642139.026855
  nChanged 374
		SP:Iteration 45Q (77803.270000 sec): 3 clusters
  Score: Raw -19646147.267010 + Penalty 3942.672697 = -19642204.594313
  nChanged 370
		SP:Iteration 46Q (77804.680000 sec): 3 clusters
  Score: Raw -19646210.682201 + Penalty 3942.672697 = -19642268.009503
  nChanged 329
		SP:Iteration 47Q (77805.920000 sec): 3 clusters
  Score: Raw -19646269.920477 + Penalty 3942.672697 = -19642327.247779
  nChanged 331
		SP:Iteration 48Q (77807.020000 sec): 3 clusters
  Score: Raw -19646331.086866 + Penalty 3942.672697 = -19642388.414169
  nChanged 298
		SP:Iteration 49Q (77808.140000 sec): 3 clusters
  Score: Raw -19646383.957431 + Penalty 3942.672697 = -19642441.284734
  nChanged 286
		SP:Iteration 50Q (77809.220000 sec): 3 clusters
  Score: Raw -19646432.323702 + Penalty 3942.672697 = -19642489.651005
  nChanged 272
		SP:Iteration 51Q (77810.200000 sec): 3 clusters
  Score: Raw -19646478.196730 + Penalty 3942.672697 = -19642535.524033
  nChanged 266
		SP:Iteration 52Q (77811.190000 sec): 3 clusters
  Score: Raw -19646522.982401 + Penalty 3942.672697 = -19642580.309704
  nChanged 255
		SP:Iteration 53Q (77812.270000 sec): 3 clusters
  Score: Raw -19646563.763780 + Penalty 3942.672697 = -19642621.091083
  nChanged 234
		SP:Iteration 54Q (77813.460000 sec): 3 clusters
  Score: Raw -19646605.842315 + Penalty 3942.672697 = -19642663.169617
  nChanged 246
		SP:Iteration 55Q (77814.620000 sec): 3 clusters
  Score: Raw -19646644.671901 + Penalty 3942.672697 = -19642701.999204
  nChanged 195
		SP:Iteration 56Q (77815.770000 sec): 3 clusters
  Score: Raw -19646676.533158 + Penalty 3942.672697 = -19642733.860461
  nChanged 195
		SP:Iteration 57Q (77816.860000 sec): 3 clusters
  Score: Raw -19646709.427193 + Penalty 3942.672697 = -19642766.754496
  nChanged 177
		SP:Iteration 58Q (77817.960000 sec): 3 clusters
  Score: Raw -19646737.994226 + Penalty 3942.672697 = -19642795.321529
  nChanged 175
		SP:Iteration 59Q (77818.970000 sec): 3 clusters
  Score: Raw -19646762.571571 + Penalty 3942.672697 = -19642819.898874
  nChanged 149
		SP:Iteration 60F (77820.120000 sec): 3 clusters
  Score: Raw -19646780.147151 + Penalty 3942.672697 = -19642837.474454
  nChanged 143
		SP:Iteration 61Q (77821.210000 sec): 3 clusters
  Score: Raw -19646800.406734 + Penalty 3942.672697 = -19642857.734037
  nChanged 147
		SP:Iteration 62Q (77822.310000 sec): 3 clusters
  Score: Raw -19646818.208606 + Penalty 3942.672697 = -19642875.535909
  nChanged 118
		SP:Iteration 63Q (77823.420000 sec): 3 clusters
  Score: Raw -19646834.774021 + Penalty 3942.672697 = -19642892.101324
  nChanged 137
		SP:Iteration 64Q (77824.480000 sec): 3 clusters
  Score: Raw -19646850.821169 + Penalty 3942.672697 = -19642908.148471
  nChanged 115
		SP:Iteration 65Q (77825.530000 sec): 3 clusters
  Score: Raw -19646866.835113 + Penalty 3942.672697 = -19642924.162416
  nChanged 135
		SP:Iteration 66Q (77826.490000 sec): 3 clusters
  Score: Raw -19646885.473970 + Penalty 3942.672697 = -19642942.801272
  nChanged 131
		SP:Iteration 67Q (77827.570000 sec): 3 clusters
  Score: Raw -19646902.404832 + Penalty 3942.672697 = -19642959.732135
  nChanged 101
		SP:Iteration 68Q (77828.560000 sec): 3 clusters
  Score: Raw -19646915.017064 + Penalty 3942.672697 = -19642972.344367
  nChanged 90
		SP:Iteration 69Q (77829.630000 sec): 3 clusters
  Score: Raw -19646925.359374 + Penalty 3942.672697 = -19642982.686677
  nChanged 81
		SP:Iteration 70Q (77830.560000 sec): 3 clusters
  Score: Raw -19646935.307067 + Penalty 3942.672697 = -19642992.634370
  nChanged 84
		SP:Iteration 71Q (77831.610000 sec): 3 clusters
  Score: Raw -19646944.899191 + Penalty 3942.672697 = -19643002.226494
  nChanged 81
		SP:Iteration 72Q (77832.690000 sec): 3 clusters
  Score: Raw -19646952.862825 + Penalty 3942.672697 = -19643010.190127
  nChanged 77
		SP:Iteration 73Q (77833.650000 sec): 3 clusters
  Score: Raw -19646962.945902 + Penalty 3942.672697 = -19643020.273205
  nChanged 72
		SP:Iteration 74Q (77834.640000 sec): 3 clusters
  Score: Raw -19646970.899979 + Penalty 3942.672697 = -19643028.227282
  nChanged 59
		SP:Iteration 75Q (77835.710000 sec): 3 clusters
  Score: Raw -19646976.589040 + Penalty 3942.672697 = -19643033.916343
  nChanged 46
		SP:Iteration 76Q (77836.730000 sec): 3 clusters
  Score: Raw -19646980.916264 + Penalty 3942.672697 = -19643038.243567
  nChanged 44
		SP:Iteration 77Q (77837.830000 sec): 3 clusters
  Score: Raw -19646985.658805 + Penalty 3942.672697 = -19643042.986108
  nChanged 51
		SP:Iteration 78Q (77838.940000 sec): 3 clusters
  Score: Raw -19646991.747627 + Penalty 3942.672697 = -19643049.074930
  nChanged 53
		SP:Iteration 79Q (77839.920000 sec): 3 clusters
  Score: Raw -19646996.669294 + Penalty 3942.672697 = -19643053.996597
  nChanged 47
		SP:Iteration 80F (77841.070000 sec): 3 clusters
  Score: Raw -19647001.475860 + Penalty 3942.672697 = -19643058.803162
  nChanged 46
		SP:Iteration 81Q (77842.150000 sec): 3 clusters
  Score: Raw -19647005.852308 + Penalty 3942.672697 = -19643063.179610
  nChanged 35
		SP:Iteration 82Q (77843.290000 sec): 3 clusters
  Score: Raw -19647009.225181 + Penalty 3942.672697 = -19643066.552484
  nChanged 34
		SP:Iteration 83Q (77844.440000 sec): 3 clusters
  Score: Raw -19647011.830779 + Penalty 3942.672697 = -19643069.158082
  nChanged 28
		SP:Iteration 84Q (77845.460000 sec): 3 clusters
  Score: Raw -19647013.978777 + Penalty 3942.672697 = -19643071.306080
  nChanged 24
		SP:Iteration 85Q (77846.570000 sec): 3 clusters
  Score: Raw -19647015.582014 + Penalty 3942.672697 = -19643072.909316
  nChanged 20
		SP:Iteration 86Q (77847.690000 sec): 3 clusters
  Score: Raw -19647017.394077 + Penalty 3942.672697 = -19643074.721380
  nChanged 15
		SP:Iteration 87Q (77848.800000 sec): 3 clusters
  Score: Raw -19647018.524253 + Penalty 3942.672697 = -19643075.851556
  nChanged 12
		SP:Iteration 88Q (77849.940000 sec): 3 clusters
  Score: Raw -19647019.242139 + Penalty 3942.672697 = -19643076.569442
  nChanged 9
		SP:Iteration 89Q (77850.990000 sec): 3 clusters
  Score: Raw -19647020.093349 + Penalty 3942.672697 = -19643077.420652
  nChanged 16
		SP:Iteration 90Q (77851.940000 sec): 3 clusters
  Score: Raw -19647021.709292 + Penalty 3942.672697 = -19643079.036595
  nChanged 24
		SP:Iteration 91Q (77852.940000 sec): 3 clusters
  Score: Raw -19647023.271399 + Penalty 3942.672697 = -19643080.598702
  nChanged 17
		SP:Iteration 92Q (77854.070000 sec): 3 clusters
  Score: Raw -19647024.565089 + Penalty 3942.672697 = -19643081.892392
  nChanged 16
		SP:Iteration 93Q (77855.170000 sec): 3 clusters
  Score: Raw -19647025.799759 + Penalty 3942.672697 = -19643083.127062
  nChanged 13
		SP:Iteration 94Q (77856.210000 sec): 3 clusters
  Score: Raw -19647026.743902 + Penalty 3942.672697 = -19643084.071205
  nChanged 17
		SP:Iteration 95Q (77857.220000 sec): 3 clusters
  Score: Raw -19647027.929157 + Penalty 3942.672697 = -19643085.256460
  nChanged 16
		SP:Iteration 96Q (77858.270000 sec): 3 clusters
  Score: Raw -19647028.866567 + Penalty 3942.672697 = -19643086.193870
  nChanged 15
		SP:Iteration 97Q (77859.260000 sec): 3 clusters
  Score: Raw -19647029.914174 + Penalty 3942.672697 = -19643087.241477
  nChanged 19
		SP:Iteration 98Q (77860.430000 sec): 3 clusters
  Score: Raw -19647031.280429 + Penalty 3942.672697 = -19643088.607732
  nChanged 16
		SP:Iteration 99Q (77861.400000 sec): 3 clusters
  Score: Raw -19647032.550641 + Penalty 3942.672697 = -19643089.877944
  nChanged 20
		SP:Iteration 100F (77862.460000 sec): 3 clusters
  Score: Raw -19647034.185389 + Penalty 3942.672697 = -19643091.512692
  nChanged 20
		SP:Iteration 101Q (77863.500000 sec): 3 clusters
  Score: Raw -19647035.832696 + Penalty 3942.672697 = -19643093.159999
  nChanged 17
		SP:Iteration 102Q (77864.500000 sec): 3 clusters
  Score: Raw -19647037.076081 + Penalty 3942.672697 = -19643094.403384
  nChanged 14
		SP:Iteration 103Q (77865.440000 sec): 3 clusters
  Score: Raw -19647038.128317 + Penalty 3942.672697 = -19643095.455620
  nChanged 12
		SP:Iteration 104Q (77866.640000 sec): 3 clusters
  Score: Raw -19647039.082232 + Penalty 3942.672697 = -19643096.409535
  nChanged 16
		SP:Iteration 105Q (77867.960000 sec): 3 clusters
  Score: Raw -19647040.279246 + Penalty 3942.672697 = -19643097.606549
  nChanged 15
		SP:Iteration 106Q (77869.350000 sec): 3 clusters
  Score: Raw -19647041.486088 + Penalty 3942.672697 = -19643098.813391
  nChanged 16
		SP:Iteration 107Q (77870.730000 sec): 3 clusters
  Score: Raw -19647043.067758 + Penalty 3942.672697 = -19643100.395061
  nChanged 20
		SP:Iteration 108Q (77872.100000 sec): 3 clusters
  Score: Raw -19647045.450600 + Penalty 3942.672697 = -19643102.777902
  nChanged 20
		SP:Iteration 109Q (77873.460000 sec): 3 clusters
  Score: Raw -19647047.095530 + Penalty 3942.672697 = -19643104.422832
  nChanged 20
		SP:Iteration 110Q (77874.870000 sec): 3 clusters
  Score: Raw -19647048.864041 + Penalty 3942.672697 = -19643106.191344
  nChanged 23
		SP:Iteration 111Q (77875.900000 sec): 3 clusters
  Score: Raw -19647050.707008 + Penalty 3942.672697 = -19643108.034311
  nChanged 20
		SP:Iteration 112Q (77876.990000 sec): 3 clusters
  Score: Raw -19647052.159659 + Penalty 3942.672697 = -19643109.486962
  nChanged 13
		SP:Iteration 113Q (77878.100000 sec): 3 clusters
  Score: Raw -19647052.918586 + Penalty 3942.672697 = -19643110.245889
  nChanged 8
		SP:Iteration 114Q (77879.230000 sec): 3 clusters
  Score: Raw -19647053.634188 + Penalty 3942.672697 = -19643110.961491
  nChanged 13
		SP:Iteration 115Q (77880.220000 sec): 3 clusters
  Score: Raw -19647054.470335 + Penalty 3942.672697 = -19643111.797637
  nChanged 12
		SP:Iteration 116Q (77881.220000 sec): 3 clusters
  Score: Raw -19647055.522213 + Penalty 3942.672697 = -19643112.849515
  nChanged 12
		SP:Iteration 117Q (77882.270000 sec): 3 clusters
  Score: Raw -19647056.235851 + Penalty 3942.672697 = -19643113.563154
  nChanged 10
		SP:Iteration 118Q (77883.400000 sec): 3 clusters
  Score: Raw -19647057.080721 + Penalty 3942.672697 = -19643114.408024
  nChanged 17
		SP:Iteration 119Q (77884.390000 sec): 3 clusters
  Score: Raw -19647058.703525 + Penalty 3942.672697 = -19643116.030827
  nChanged 14
		SP:Iteration 120F (77885.460000 sec): 3 clusters
  Score: Raw -19647059.652331 + Penalty 3942.672697 = -19643116.979634
  nChanged 9
		SP:Iteration 121Q (77886.550000 sec): 3 clusters
  Score: Raw -19647060.261213 + Penalty 3942.672697 = -19643117.588516
  nChanged 11
		SP:Iteration 122Q (77887.610000 sec): 3 clusters
  Score: Raw -19647060.991634 + Penalty 3942.672697 = -19643118.318937
  nChanged 9
		SP:Iteration 123Q (77888.670000 sec): 3 clusters
  Score: Raw -19647061.567392 + Penalty 3942.672697 = -19643118.894695
  nChanged 4
		SP:Iteration 124Q (77889.710000 sec): 3 clusters
  Score: Raw -19647061.855358 + Penalty 3942.672697 = -19643119.182661
  nChanged 3
		SP:Iteration 125Q (77890.770000 sec): 3 clusters
  Score: Raw -19647062.095976 + Penalty 3942.672697 = -19643119.423279
  nChanged 1
		SP:Iteration 126Q (77891.910000 sec): 3 clusters
  Score: Raw -19647062.147410 + Penalty 3942.672697 = -19643119.474713
  nChanged 0
		SP:Iteration 127F (77893.060000 sec): 3 clusters
  Score: Raw -19647062.147410 + Penalty 3942.672697 = -19643119.474713
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77893.270000 sec): 2 clusters
  Score: Raw -608578.139910 + Penalty 1416.782830 = -607161.357080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77893.460000 sec): 3 clusters
  Score: Raw -605297.708713 + Penalty 2833.565659 = -602464.143053
  nChanged 2568
		SP:Iteration 1F (77893.650000 sec): 3 clusters
  Score: Raw -606683.019384 + Penalty 2833.565659 = -603849.453724
  nChanged 486
		SP:Iteration 2F (77893.850000 sec): 3 clusters
  Score: Raw -607009.369621 + Penalty 2833.565659 = -604175.803961
  nChanged 415
		SP:Iteration 3F (77894.040000 sec): 3 clusters
  Score: Raw -607309.047224 + Penalty 2833.565659 = -604475.481564
  nChanged 426
		SP:Iteration 4F (77894.220000 sec): 3 clusters
  Score: Raw -607641.831968 + Penalty 2833.565659 = -604808.266309
  nChanged 431
		SP:Iteration 5F (77894.420000 sec): 3 clusters
  Score: Raw -607981.776679 + Penalty 2833.565659 = -605148.211020
  nChanged 402
		SP:Iteration 6F (77894.590000 sec): 3 clusters
  Score: Raw -608287.302982 + Penalty 2833.565659 = -605453.737323
  nChanged 319
		SP:Iteration 7F (77894.760000 sec): 3 clusters
  Score: Raw -608531.295231 + Penalty 2833.565659 = -605697.729571
  nChanged 269
		SP:Iteration 8Q (77894.990000 sec): 3 clusters
  Score: Raw -608730.771990 + Penalty 2833.565659 = -605897.206330
  nChanged 215
		SP:Iteration 9Q (77895.270000 sec): 3 clusters
  Score: Raw -608863.000566 + Penalty 2833.565659 = -606029.434907
  nChanged 141
		SP:Iteration 10Q (77895.430000 sec): 3 clusters
  Score: Raw -608954.187765 + Penalty 2833.565659 = -606120.622105
  nChanged 128
		SP:Iteration 11Q (77895.650000 sec): 3 clusters
  Score: Raw -609023.229257 + Penalty 2833.565659 = -606189.663598
  nChanged 85
		SP:Iteration 12Q (77895.860000 sec): 3 clusters
  Score: Raw -609067.562116 + Penalty 2833.565659 = -606233.996457
  nChanged 65
		SP:Iteration 13Q (77896.030000 sec): 3 clusters
  Score: Raw -609099.957659 + Penalty 2833.565659 = -606266.392000
  nChanged 58
		SP:Iteration 14Q (77896.290000 sec): 3 clusters
  Score: Raw -609131.163807 + Penalty 2833.565659 = -606297.598148
  nChanged 51
		SP:Iteration 15Q (77896.490000 sec): 3 clusters
  Score: Raw -609153.793469 + Penalty 2833.565659 = -606320.227809
  nChanged 35
		SP:Iteration 16Q (77896.670000 sec): 3 clusters
  Score: Raw -609165.651404 + Penalty 2833.565659 = -606332.085745
  nChanged 28
		SP:Iteration 17Q (77896.880000 sec): 3 clusters
  Score: Raw -609176.878095 + Penalty 2833.565659 = -606343.312435
  nChanged 23
		SP:Iteration 18Q (77897.130000 sec): 3 clusters
  Score: Raw -609184.699220 + Penalty 2833.565659 = -606351.133560
  nChanged 19
		SP:Iteration 19Q (77897.350000 sec): 3 clusters
  Score: Raw -609191.137371 + Penalty 2833.565659 = -606357.571711
  nChanged 14
		SP:Iteration 20F (77897.570000 sec): 3 clusters
  Score: Raw -609196.862793 + Penalty 2833.565659 = -606363.297134
  nChanged 14
		SP:Iteration 21Q (77897.730000 sec): 3 clusters
  Score: Raw -609202.238122 + Penalty 2833.565659 = -606368.672463
  nChanged 15
		SP:Iteration 22Q (77897.930000 sec): 3 clusters
  Score: Raw -609205.820934 + Penalty 2833.565659 = -606372.255275
  nChanged 7
		SP:Iteration 23Q (77898.130000 sec): 3 clusters
  Score: Raw -609208.522683 + Penalty 2833.565659 = -606374.957023
  nChanged 6
		SP:Iteration 24Q (77898.290000 sec): 3 clusters
  Score: Raw -609211.064909 + Penalty 2833.565659 = -606377.499250
  nChanged 5
		SP:Iteration 25Q (77898.510000 sec): 3 clusters
  Score: Raw -609212.705243 + Penalty 2833.565659 = -606379.139584
  nChanged 5
		SP:Iteration 26Q (77898.700000 sec): 3 clusters
  Score: Raw -609214.130331 + Penalty 2833.565659 = -606380.564672
  nChanged 5
		SP:Iteration 27Q (77898.930000 sec): 3 clusters
  Score: Raw -609215.005923 + Penalty 2833.565659 = -606381.440263
  nChanged 5
		SP:Iteration 28Q (77899.050000 sec): 3 clusters
  Score: Raw -609216.757159 + Penalty 2833.565659 = -606383.191500
  nChanged 4
		SP:Iteration 29Q (77899.230000 sec): 3 clusters
  Score: Raw -609217.515583 + Penalty 2833.565659 = -606383.949924
  nChanged 4
		SP:Iteration 30Q (77899.410000 sec): 3 clusters
  Score: Raw -609219.040194 + Penalty 2833.565659 = -606385.474535
  nChanged 4
		SP:Iteration 31Q (77899.650000 sec): 3 clusters
  Score: Raw -609220.489170 + Penalty 2833.565659 = -606386.923510
  nChanged 1
		SP:Iteration 32Q (77899.870000 sec): 3 clusters
  Score: Raw -609220.753879 + Penalty 2833.565659 = -606387.188220
  nChanged 0
		SP:Iteration 33F (77900.170000 sec): 3 clusters
  Score: Raw -609220.753879 + Penalty 2833.565659 = -606387.188220
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (40136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77900.480000 sec): 2 clusters
  Score: Raw -4002902.453669 + Penalty 1722.504707 = -4001179.948962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77900.810000 sec): 3 clusters
  Score: Raw -3977635.347900 + Penalty 3445.009414 = -3974190.338486
  nChanged 18768
		SP:Iteration 1F (77901.230000 sec): 3 clusters
  Score: Raw -3988681.741748 + Penalty 3445.009414 = -3985236.732334
  nChanged 2055
		SP:Iteration 2F (77901.650000 sec): 3 clusters
  Score: Raw -3989639.533074 + Penalty 3445.009414 = -3986194.523660
  nChanged 2219
		SP:Iteration 3F (77902.020000 sec): 3 clusters
  Score: Raw -3990950.470970 + Penalty 3445.009414 = -3987505.461556
  nChanged 2601
		SP:Iteration 4F (77902.410000 sec): 3 clusters
  Score: Raw -3992913.376957 + Penalty 3445.009414 = -3989468.367543
  nChanged 3002
		SP:Iteration 5F (77902.850000 sec): 3 clusters
  Score: Raw -3995671.232979 + Penalty 3445.009414 = -3992226.223565
  nChanged 3271
		SP:Iteration 6F (77903.210000 sec): 3 clusters
  Score: Raw -3998777.054815 + Penalty 3445.009414 = -3995332.045401
  nChanged 2983
		SP:Iteration 7F (77903.630000 sec): 3 clusters
  Score: Raw -4001310.443394 + Penalty 3445.009414 = -3997865.433980
  nChanged 2292
		SP:Iteration 8F (77904.020000 sec): 3 clusters
  Score: Raw -4003195.027404 + Penalty 3445.009414 = -3999750.017990
  nChanged 1736
		SP:Iteration 9Q (77904.460000 sec): 3 clusters
  Score: Raw -4004650.479475 + Penalty 3445.009414 = -4001205.470061
  nChanged 1424
		SP:Iteration 10Q (77904.910000 sec): 3 clusters
  Score: Raw -4005814.429019 + Penalty 3445.009414 = -4002369.419605
  nChanged 1135
		SP:Iteration 11Q (77905.320000 sec): 3 clusters
  Score: Raw -4006832.430548 + Penalty 3445.009414 = -4003387.421134
  nChanged 907
		SP:Iteration 12Q (77905.730000 sec): 3 clusters
  Score: Raw -4007602.805462 + Penalty 3445.009414 = -4004157.796048
  nChanged 656
		SP:Iteration 13Q (77906.150000 sec): 3 clusters
  Score: Raw -4008010.607736 + Penalty 3445.009414 = -4004565.598322
  nChanged 441
		SP:Iteration 14Q (77906.530000 sec): 3 clusters
  Score: Raw -4008179.325867 + Penalty 3445.009414 = -4004734.316453
  nChanged 285
		SP:Iteration 15Q (77906.880000 sec): 3 clusters
  Score: Raw -4008254.185487 + Penalty 3445.009414 = -4004809.176073
  nChanged 197
		SP:Iteration 16Q (77907.310000 sec): 3 clusters
  Score: Raw -4008293.260467 + Penalty 3445.009414 = -4004848.251053
  nChanged 115
		SP:Iteration 17Q (77907.710000 sec): 3 clusters
  Score: Raw -4008308.296164 + Penalty 3445.009414 = -4004863.286750
  nChanged 71
		SP:Iteration 18Q (77908.110000 sec): 3 clusters
  Score: Raw -4008316.644961 + Penalty 3445.009414 = -4004871.635547
  nChanged 60
		SP:Iteration 19Q (77908.480000 sec): 3 clusters
  Score: Raw -4008320.400807 + Penalty 3445.009414 = -4004875.391393
  nChanged 33
		SP:Iteration 20F (77908.880000 sec): 3 clusters
  Score: Raw -4008326.227642 + Penalty 3445.009414 = -4004881.218228
  nChanged 28
		SP:Iteration 21Q (77909.300000 sec): 3 clusters
  Score: Raw -4008328.435486 + Penalty 3445.009414 = -4004883.426072
  nChanged 21
		SP:Iteration 22Q (77909.700000 sec): 3 clusters
  Score: Raw -4008329.468438 + Penalty 3445.009414 = -4004884.459024
  nChanged 20
		SP:Iteration 23Q (77910.070000 sec): 3 clusters
  Score: Raw -4008330.359202 + Penalty 3445.009414 = -4004885.349788
  nChanged 16
		SP:Iteration 24Q (77910.470000 sec): 3 clusters
  Score: Raw -4008331.069910 + Penalty 3445.009414 = -4004886.060496
  nChanged 8
		SP:Iteration 25Q (77910.830000 sec): 3 clusters
  Score: Raw -4008331.235429 + Penalty 3445.009414 = -4004886.226015
  nChanged 3
		SP:Iteration 26Q (77911.260000 sec): 3 clusters
  Score: Raw -4008331.307579 + Penalty 3445.009414 = -4004886.298165
  nChanged 1
		SP:Iteration 27Q (77911.660000 sec): 3 clusters
  Score: Raw -4008331.331357 + Penalty 3445.009414 = -4004886.321943
  nChanged 1
		SP:Iteration 28Q (77912.020000 sec): 3 clusters
  Score: Raw -4008331.376990 + Penalty 3445.009414 = -4004886.367576
  nChanged 1
		SP:Iteration 29Q (77912.360000 sec): 3 clusters
  Score: Raw -4008331.414951 + Penalty 3445.009414 = -4004886.405537
  nChanged 1
		SP:Iteration 30Q (77912.760000 sec): 3 clusters
  Score: Raw -4008331.440554 + Penalty 3445.009414 = -4004886.431140
  nChanged 0
		SP:Iteration 31F (77913.160000 sec): 3 clusters
  Score: Raw -4008331.440554 + Penalty 3445.009414 = -4004886.431140
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (11201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77913.380000 sec): 2 clusters
  Score: Raw -1197785.605621 + Penalty 1515.110730 = -1196270.494891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77913.590000 sec): 3 clusters
  Score: Raw -1191376.055608 + Penalty 3030.221460 = -1188345.834148
  nChanged 4796
		SP:Iteration 1F (77913.880000 sec): 3 clusters
  Score: Raw -1194152.151807 + Penalty 3030.221460 = -1191121.930346
  nChanged 846
		SP:Iteration 2F (77914.140000 sec): 3 clusters
  Score: Raw -1195096.001870 + Penalty 3030.221460 = -1192065.780410
  nChanged 903
		SP:Iteration 3F (77914.340000 sec): 3 clusters
  Score: Raw -1196203.077979 + Penalty 3030.221460 = -1193172.856519
  nChanged 1040
		SP:Iteration 4F (77914.610000 sec): 3 clusters
  Score: Raw -1197158.916282 + Penalty 3030.221460 = -1194128.694822
  nChanged 946
		SP:Iteration 5F (77914.870000 sec): 3 clusters
  Score: Raw -1198024.271601 + Penalty 3030.221460 = -1194994.050141
  nChanged 763
		SP:Iteration 6F (77915.030000 sec): 3 clusters
  Score: Raw -1198686.675941 + Penalty 3030.221460 = -1195656.454481
  nChanged 560
		SP:Iteration 7Q (77915.260000 sec): 3 clusters
  Score: Raw -1199198.326912 + Penalty 3030.221460 = -1196168.105452
  nChanged 430
		SP:Iteration 8Q (77915.470000 sec): 3 clusters
  Score: Raw -1199676.104873 + Penalty 3030.221460 = -1196645.883413
  nChanged 353
		SP:Iteration 9Q (77915.690000 sec): 3 clusters
  Score: Raw -1200118.423283 + Penalty 3030.221460 = -1197088.201823
  nChanged 347
		SP:Iteration 10Q (77915.900000 sec): 3 clusters
  Score: Raw -1200500.895096 + Penalty 3030.221460 = -1197470.673636
  nChanged 322
		SP:Iteration 11Q (77916.100000 sec): 3 clusters
  Score: Raw -1200878.792967 + Penalty 3030.221460 = -1197848.571507
  nChanged 305
		SP:Iteration 12Q (77916.330000 sec): 3 clusters
  Score: Raw -1201232.655114 + Penalty 3030.221460 = -1198202.433654
  nChanged 253
		SP:Iteration 13Q (77916.540000 sec): 3 clusters
  Score: Raw -1201482.495315 + Penalty 3030.221460 = -1198452.273855
  nChanged 164
		SP:Iteration 14Q (77916.800000 sec): 3 clusters
  Score: Raw -1201594.801922 + Penalty 3030.221460 = -1198564.580462
  nChanged 103
		SP:Iteration 15Q (77917.020000 sec): 3 clusters
  Score: Raw -1201658.630045 + Penalty 3030.221460 = -1198628.408585
  nChanged 83
		SP:Iteration 16Q (77917.240000 sec): 3 clusters
  Score: Raw -1201700.652985 + Penalty 3030.221460 = -1198670.431525
  nChanged 62
		SP:Iteration 17Q (77917.460000 sec): 3 clusters
  Score: Raw -1201733.211566 + Penalty 3030.221460 = -1198702.990106
  nChanged 52
		SP:Iteration 18Q (77917.650000 sec): 3 clusters
  Score: Raw -1201757.311454 + Penalty 3030.221460 = -1198727.089993
  nChanged 36
		SP:Iteration 19Q (77917.850000 sec): 3 clusters
  Score: Raw -1201769.953382 + Penalty 3030.221460 = -1198739.731922
  nChanged 27
		SP:Iteration 20F (77918.050000 sec): 3 clusters
  Score: Raw -1201783.107472 + Penalty 3030.221460 = -1198752.886012
  nChanged 27
		SP:Iteration 21Q (77918.270000 sec): 3 clusters
  Score: Raw -1201791.679563 + Penalty 3030.221460 = -1198761.458103
  nChanged 24
		SP:Iteration 22Q (77918.470000 sec): 3 clusters
  Score: Raw -1201799.797746 + Penalty 3030.221460 = -1198769.576285
  nChanged 22
		SP:Iteration 23Q (77918.640000 sec): 3 clusters
  Score: Raw -1201804.661709 + Penalty 3030.221460 = -1198774.440249
  nChanged 14
		SP:Iteration 24Q (77918.870000 sec): 3 clusters
  Score: Raw -1201807.146535 + Penalty 3030.221460 = -1198776.925075
  nChanged 6
		SP:Iteration 25Q (77919.070000 sec): 3 clusters
  Score: Raw -1201808.076541 + Penalty 3030.221460 = -1198777.855081
  nChanged 3
		SP:Iteration 26Q (77919.300000 sec): 3 clusters
  Score: Raw -1201808.642353 + Penalty 3030.221460 = -1198778.420893
  nChanged 3
		SP:Iteration 27Q (77919.570000 sec): 3 clusters
  Score: Raw -1201809.277317 + Penalty 3030.221460 = -1198779.055857
  nChanged 2
		SP:Iteration 28Q (77919.750000 sec): 3 clusters
  Score: Raw -1201809.621383 + Penalty 3030.221460 = -1198779.399923
  nChanged 0
		SP:Iteration 29F (77920.040000 sec): 3 clusters
  Score: Raw -1201809.621383 + Penalty 3030.221460 = -1198779.399923
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (135895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77920.870000 sec): 2 clusters
  Score: Raw -14284478.217752 + Penalty 1920.691144 = -14282557.526608
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77921.760000 sec): 3 clusters
  Score: Raw -14195402.010320 + Penalty 3841.382288 = -14191560.628032
  nChanged 65539
		SP:Iteration 1F (77922.660000 sec): 3 clusters
  Score: Raw -14235192.450750 + Penalty 3841.382288 = -14231351.068462
  nChanged 6498
		SP:Iteration 2Q (77923.650000 sec): 3 clusters
  Score: Raw -14237819.553682 + Penalty 3841.382288 = -14233978.171394
  nChanged 7735
		SP:Iteration 3F (77924.600000 sec): 3 clusters
  Score: Raw -14241596.553906 + Penalty 3841.382288 = -14237755.171619
  nChanged 9060
		SP:Iteration 4F (77925.470000 sec): 3 clusters
  Score: Raw -14246835.012923 + Penalty 3841.382288 = -14242993.630635
  nChanged 9904
		SP:Iteration 5F (77926.390000 sec): 3 clusters
  Score: Raw -14253391.300608 + Penalty 3841.382288 = -14249549.918320
  nChanged 9926
		SP:Iteration 6F (77927.270000 sec): 3 clusters
  Score: Raw -14260735.097338 + Penalty 3841.382288 = -14256893.715051
  nChanged 9055
		SP:Iteration 7F (77928.240000 sec): 3 clusters
  Score: Raw -14267892.217243 + Penalty 3841.382288 = -14264050.834956
  nChanged 7484
		SP:Iteration 8F (77929.220000 sec): 3 clusters
  Score: Raw -14274338.466886 + Penalty 3841.382288 = -14270497.084599
  nChanged 5543
		SP:Iteration 9Q (77930.260000 sec): 3 clusters
  Score: Raw -14279296.548982 + Penalty 3841.382288 = -14275455.166694
  nChanged 3442
		SP:Iteration 10Q (77931.250000 sec): 3 clusters
  Score: Raw -14282295.409798 + Penalty 3841.382288 = -14278454.027510
  nChanged 1766
		SP:Iteration 11Q (77932.150000 sec): 3 clusters
  Score: Raw -14283765.214679 + Penalty 3841.382288 = -14279923.832392
  nChanged 852
		SP:Iteration 12Q (77933.030000 sec): 3 clusters
  Score: Raw -14284441.559795 + Penalty 3841.382288 = -14280600.177507
  nChanged 399
		SP:Iteration 13Q (77933.870000 sec): 3 clusters
  Score: Raw -14284758.334507 + Penalty 3841.382288 = -14280916.952219
  nChanged 223
		SP:Iteration 14Q (77934.610000 sec): 3 clusters
  Score: Raw -14284930.658352 + Penalty 3841.382288 = -14281089.276065
  nChanged 150
		SP:Iteration 15Q (77935.320000 sec): 3 clusters
  Score: Raw -14285024.845707 + Penalty 3841.382288 = -14281183.463420
  nChanged 91
		SP:Iteration 16Q (77936.090000 sec): 3 clusters
  Score: Raw -14285073.103385 + Penalty 3841.382288 = -14281231.721097
  nChanged 75
		SP:Iteration 17Q (77936.880000 sec): 3 clusters
  Score: Raw -14285108.313586 + Penalty 3841.382288 = -14281266.931299
  nChanged 41
		SP:Iteration 18Q (77937.720000 sec): 3 clusters
  Score: Raw -14285129.193216 + Penalty 3841.382288 = -14281287.810929
  nChanged 38
		SP:Iteration 19Q (77938.630000 sec): 3 clusters
  Score: Raw -14285144.324408 + Penalty 3841.382288 = -14281302.942120
  nChanged 23
		SP:Iteration 20F (77939.610000 sec): 3 clusters
  Score: Raw -14285152.015939 + Penalty 3841.382288 = -14281310.633651
  nChanged 13
		SP:Iteration 21Q (77940.490000 sec): 3 clusters
  Score: Raw -14285155.181268 + Penalty 3841.382288 = -14281313.798980
  nChanged 10
		SP:Iteration 22Q (77941.340000 sec): 3 clusters
  Score: Raw -14285158.269760 + Penalty 3841.382288 = -14281316.887472
  nChanged 10
		SP:Iteration 23Q (77942.180000 sec): 3 clusters
  Score: Raw -14285162.304754 + Penalty 3841.382288 = -14281320.922466
  nChanged 8
		SP:Iteration 24Q (77943.070000 sec): 3 clusters
  Score: Raw -14285164.542579 + Penalty 3841.382288 = -14281323.160291
  nChanged 4
		SP:Iteration 25Q (77943.890000 sec): 3 clusters
  Score: Raw -14285165.619859 + Penalty 3841.382288 = -14281324.237572
  nChanged 6
		SP:Iteration 26Q (77944.840000 sec): 3 clusters
  Score: Raw -14285166.939445 + Penalty 3841.382288 = -14281325.557158
  nChanged 3
		SP:Iteration 27Q (77945.850000 sec): 3 clusters
  Score: Raw -14285167.635709 + Penalty 3841.382288 = -14281326.253422
  nChanged 1
		SP:Iteration 28Q (77946.900000 sec): 3 clusters
  Score: Raw -14285167.695881 + Penalty 3841.382288 = -14281326.313593
  nChanged 0
		SP:Iteration 29F (77948.010000 sec): 3 clusters
  Score: Raw -14285167.695881 + Penalty 3841.382288 = -14281326.313593
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (15026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77948.150000 sec): 2 clusters
  Score: Raw -1407271.711201 + Penalty 1562.849813 = -1405708.861387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77948.470000 sec): 3 clusters
  Score: Raw -1398397.140468 + Penalty 3125.699627 = -1395271.440841
  nChanged 6722
		SP:Iteration 1F (77948.680000 sec): 3 clusters
  Score: Raw -1402894.595295 + Penalty 3125.699627 = -1399768.895668
  nChanged 1255
		SP:Iteration 2F (77948.920000 sec): 3 clusters
  Score: Raw -1403840.230816 + Penalty 3125.699627 = -1400714.531189
  nChanged 1178
		SP:Iteration 3F (77949.170000 sec): 3 clusters
  Score: Raw -1404733.838320 + Penalty 3125.699627 = -1401608.138693
  nChanged 1056
		SP:Iteration 4F (77949.420000 sec): 3 clusters
  Score: Raw -1405532.685665 + Penalty 3125.699627 = -1402406.986038
  nChanged 945
		SP:Iteration 5F (77949.670000 sec): 3 clusters
  Score: Raw -1406238.028001 + Penalty 3125.699627 = -1403112.328374
  nChanged 779
		SP:Iteration 6F (77949.890000 sec): 3 clusters
  Score: Raw -1406770.575889 + Penalty 3125.699627 = -1403644.876262
  nChanged 628
		SP:Iteration 7Q (77950.120000 sec): 3 clusters
  Score: Raw -1407156.945998 + Penalty 3125.699627 = -1404031.246372
  nChanged 531
		SP:Iteration 8Q (77950.420000 sec): 3 clusters
  Score: Raw -1407468.483580 + Penalty 3125.699627 = -1404342.783953
  nChanged 433
		SP:Iteration 9Q (77950.660000 sec): 3 clusters
  Score: Raw -1407696.765420 + Penalty 3125.699627 = -1404571.065793
  nChanged 356
		SP:Iteration 10Q (77950.860000 sec): 3 clusters
  Score: Raw -1407862.269680 + Penalty 3125.699627 = -1404736.570053
  nChanged 281
		SP:Iteration 11Q (77951.140000 sec): 3 clusters
  Score: Raw -1407988.073240 + Penalty 3125.699627 = -1404862.373613
  nChanged 237
		SP:Iteration 12Q (77951.360000 sec): 3 clusters
  Score: Raw -1408082.506131 + Penalty 3125.699627 = -1404956.806504
  nChanged 182
		SP:Iteration 13Q (77951.690000 sec): 3 clusters
  Score: Raw -1408152.472870 + Penalty 3125.699627 = -1405026.773243
  nChanged 169
		SP:Iteration 14Q (77951.960000 sec): 3 clusters
  Score: Raw -1408221.703745 + Penalty 3125.699627 = -1405096.004118
  nChanged 163
		SP:Iteration 15Q (77952.270000 sec): 3 clusters
  Score: Raw -1408286.174632 + Penalty 3125.699627 = -1405160.475005
  nChanged 131
		SP:Iteration 16Q (77952.490000 sec): 3 clusters
  Score: Raw -1408338.957522 + Penalty 3125.699627 = -1405213.257895
  nChanged 111
		SP:Iteration 17Q (77952.770000 sec): 3 clusters
  Score: Raw -1408379.145914 + Penalty 3125.699627 = -1405253.446287
  nChanged 89
		SP:Iteration 18Q (77953.010000 sec): 3 clusters
  Score: Raw -1408409.137096 + Penalty 3125.699627 = -1405283.437469
  nChanged 76
		SP:Iteration 19Q (77953.280000 sec): 3 clusters
  Score: Raw -1408432.464009 + Penalty 3125.699627 = -1405306.764383
  nChanged 63
		SP:Iteration 20F (77953.570000 sec): 3 clusters
  Score: Raw -1408455.011611 + Penalty 3125.699627 = -1405329.311985
  nChanged 63
		SP:Iteration 21Q (77953.840000 sec): 3 clusters
  Score: Raw -1408475.947079 + Penalty 3125.699627 = -1405350.247452
  nChanged 59
		SP:Iteration 22Q (77954.030000 sec): 3 clusters
  Score: Raw -1408497.928599 + Penalty 3125.699627 = -1405372.228972
  nChanged 47
		SP:Iteration 23Q (77954.280000 sec): 3 clusters
  Score: Raw -1408514.691531 + Penalty 3125.699627 = -1405388.991905
  nChanged 39
		SP:Iteration 24Q (77954.550000 sec): 3 clusters
  Score: Raw -1408526.308122 + Penalty 3125.699627 = -1405400.608495
  nChanged 31
		SP:Iteration 25Q (77954.830000 sec): 3 clusters
  Score: Raw -1408532.396074 + Penalty 3125.699627 = -1405406.696447
  nChanged 25
		SP:Iteration 26Q (77955.090000 sec): 3 clusters
  Score: Raw -1408538.559357 + Penalty 3125.699627 = -1405412.859730
  nChanged 15
		SP:Iteration 27Q (77955.370000 sec): 3 clusters
  Score: Raw -1408541.138429 + Penalty 3125.699627 = -1405415.438802
  nChanged 15
		SP:Iteration 28Q (77955.620000 sec): 3 clusters
  Score: Raw -1408545.033682 + Penalty 3125.699627 = -1405419.334055
  nChanged 19
		SP:Iteration 29Q (77955.860000 sec): 3 clusters
  Score: Raw -1408549.098316 + Penalty 3125.699627 = -1405423.398689
  nChanged 19
		SP:Iteration 30Q (77956.100000 sec): 3 clusters
  Score: Raw -1408552.783656 + Penalty 3125.699627 = -1405427.084029
  nChanged 19
		SP:Iteration 31Q (77956.390000 sec): 3 clusters
  Score: Raw -1408556.465715 + Penalty 3125.699627 = -1405430.766088
  nChanged 11
		SP:Iteration 32Q (77956.630000 sec): 3 clusters
  Score: Raw -1408559.697135 + Penalty 3125.699627 = -1405433.997509
  nChanged 16
		SP:Iteration 33Q (77956.880000 sec): 3 clusters
  Score: Raw -1408563.313731 + Penalty 3125.699627 = -1405437.614104
  nChanged 19
		SP:Iteration 34Q (77957.150000 sec): 3 clusters
  Score: Raw -1408569.210027 + Penalty 3125.699627 = -1405443.510400
  nChanged 19
		SP:Iteration 35Q (77957.330000 sec): 3 clusters
  Score: Raw -1408573.612302 + Penalty 3125.699627 = -1405447.912676
  nChanged 17
		SP:Iteration 36Q (77957.610000 sec): 3 clusters
  Score: Raw -1408577.156666 + Penalty 3125.699627 = -1405451.457039
  nChanged 16
		SP:Iteration 37Q (77957.870000 sec): 3 clusters
  Score: Raw -1408581.007904 + Penalty 3125.699627 = -1405455.308277
  nChanged 15
		SP:Iteration 38Q (77958.150000 sec): 3 clusters
  Score: Raw -1408587.107177 + Penalty 3125.699627 = -1405461.407550
  nChanged 21
		SP:Iteration 39Q (77958.360000 sec): 3 clusters
  Score: Raw -1408595.093858 + Penalty 3125.699627 = -1405469.394232
  nChanged 32
		SP:Iteration 40F (77958.610000 sec): 3 clusters
  Score: Raw -1408606.469171 + Penalty 3125.699627 = -1405480.769544
  nChanged 33
		SP:Iteration 41Q (77958.900000 sec): 3 clusters
  Score: Raw -1408625.149830 + Penalty 3125.699627 = -1405499.450203
  nChanged 38
		SP:Iteration 42Q (77959.110000 sec): 3 clusters
  Score: Raw -1408637.921565 + Penalty 3125.699627 = -1405512.221938
  nChanged 34
		SP:Iteration 43Q (77959.400000 sec): 3 clusters
  Score: Raw -1408650.981175 + Penalty 3125.699627 = -1405525.281548
  nChanged 44
		SP:Iteration 44Q (77959.730000 sec): 3 clusters
  Score: Raw -1408665.867806 + Penalty 3125.699627 = -1405540.168179
  nChanged 31
		SP:Iteration 45Q (77960.010000 sec): 3 clusters
  Score: Raw -1408674.242617 + Penalty 3125.699627 = -1405548.542990
  nChanged 23
		SP:Iteration 46Q (77960.230000 sec): 3 clusters
  Score: Raw -1408679.124551 + Penalty 3125.699627 = -1405553.424924
  nChanged 21
		SP:Iteration 47Q (77960.480000 sec): 3 clusters
  Score: Raw -1408684.586658 + Penalty 3125.699627 = -1405558.887031
  nChanged 21
		SP:Iteration 48Q (77960.750000 sec): 3 clusters
  Score: Raw -1408690.273595 + Penalty 3125.699627 = -1405564.573969
  nChanged 18
		SP:Iteration 49Q (77961.010000 sec): 3 clusters
  Score: Raw -1408694.129214 + Penalty 3125.699627 = -1405568.429588
  nChanged 18
		SP:Iteration 50Q (77961.260000 sec): 3 clusters
  Score: Raw -1408697.942494 + Penalty 3125.699627 = -1405572.242867
  nChanged 20
		SP:Iteration 51Q (77961.500000 sec): 3 clusters
  Score: Raw -1408702.378127 + Penalty 3125.699627 = -1405576.678501
  nChanged 15
		SP:Iteration 52Q (77961.780000 sec): 3 clusters
  Score: Raw -1408705.407591 + Penalty 3125.699627 = -1405579.707964
  nChanged 17
		SP:Iteration 53Q (77962.020000 sec): 3 clusters
  Score: Raw -1408708.462116 + Penalty 3125.699627 = -1405582.762489
  nChanged 24
		SP:Iteration 54Q (77962.340000 sec): 3 clusters
  Score: Raw -1408714.714352 + Penalty 3125.699627 = -1405589.014726
  nChanged 20
		SP:Iteration 55Q (77962.540000 sec): 3 clusters
  Score: Raw -1408719.659744 + Penalty 3125.699627 = -1405593.960117
  nChanged 17
		SP:Iteration 56Q (77962.780000 sec): 3 clusters
  Score: Raw -1408724.209806 + Penalty 3125.699627 = -1405598.510179
  nChanged 20
		SP:Iteration 57Q (77963.000000 sec): 3 clusters
  Score: Raw -1408729.053978 + Penalty 3125.699627 = -1405603.354351
  nChanged 18
		SP:Iteration 58Q (77963.220000 sec): 3 clusters
  Score: Raw -1408732.848777 + Penalty 3125.699627 = -1405607.149150
  nChanged 23
		SP:Iteration 59Q (77963.470000 sec): 3 clusters
  Score: Raw -1408739.706403 + Penalty 3125.699627 = -1405614.006777
  nChanged 25
		SP:Iteration 60F (77963.780000 sec): 3 clusters
  Score: Raw -1408744.385238 + Penalty 3125.699627 = -1405618.685611
  nChanged 17
		SP:Iteration 61Q (77964.010000 sec): 3 clusters
  Score: Raw -1408748.835651 + Penalty 3125.699627 = -1405623.136024
  nChanged 24
		SP:Iteration 62Q (77964.260000 sec): 3 clusters
  Score: Raw -1408756.131422 + Penalty 3125.699627 = -1405630.431795
  nChanged 22
		SP:Iteration 63Q (77964.550000 sec): 3 clusters
  Score: Raw -1408762.306510 + Penalty 3125.699627 = -1405636.606883
  nChanged 26
		SP:Iteration 64Q (77964.810000 sec): 3 clusters
  Score: Raw -1408769.993466 + Penalty 3125.699627 = -1405644.293840
  nChanged 26
		SP:Iteration 65Q (77965.090000 sec): 3 clusters
  Score: Raw -1408776.728213 + Penalty 3125.699627 = -1405651.028586
  nChanged 23
		SP:Iteration 66Q (77965.340000 sec): 3 clusters
  Score: Raw -1408782.003023 + Penalty 3125.699627 = -1405656.303397
  nChanged 24
		SP:Iteration 67Q (77965.590000 sec): 3 clusters
  Score: Raw -1408786.291652 + Penalty 3125.699627 = -1405660.592025
  nChanged 22
		SP:Iteration 68Q (77965.830000 sec): 3 clusters
  Score: Raw -1408792.975182 + Penalty 3125.699627 = -1405667.275555
  nChanged 23
		SP:Iteration 69Q (77966.100000 sec): 3 clusters
  Score: Raw -1408800.232782 + Penalty 3125.699627 = -1405674.533156
  nChanged 28
		SP:Iteration 70Q (77966.360000 sec): 3 clusters
  Score: Raw -1408805.630599 + Penalty 3125.699627 = -1405679.930972
  nChanged 24
		SP:Iteration 71Q (77966.590000 sec): 3 clusters
  Score: Raw -1408810.091087 + Penalty 3125.699627 = -1405684.391461
  nChanged 13
		SP:Iteration 72Q (77966.900000 sec): 3 clusters
  Score: Raw -1408812.426163 + Penalty 3125.699627 = -1405686.726536
  nChanged 13
		SP:Iteration 73Q (77967.180000 sec): 3 clusters
  Score: Raw -1408815.076117 + Penalty 3125.699627 = -1405689.376491
  nChanged 13
		SP:Iteration 74Q (77967.400000 sec): 3 clusters
  Score: Raw -1408817.122852 + Penalty 3125.699627 = -1405691.423226
  nChanged 10
		SP:Iteration 75Q (77967.680000 sec): 3 clusters
  Score: Raw -1408818.897432 + Penalty 3125.699627 = -1405693.197805
  nChanged 10
		SP:Iteration 76Q (77967.930000 sec): 3 clusters
  Score: Raw -1408820.220165 + Penalty 3125.699627 = -1405694.520538
  nChanged 6
		SP:Iteration 77Q (77968.180000 sec): 3 clusters
  Score: Raw -1408821.233746 + Penalty 3125.699627 = -1405695.534119
  nChanged 7
		SP:Iteration 78Q (77968.430000 sec): 3 clusters
  Score: Raw -1408822.396605 + Penalty 3125.699627 = -1405696.696979
  nChanged 5
		SP:Iteration 79Q (77968.680000 sec): 3 clusters
  Score: Raw -1408823.363750 + Penalty 3125.699627 = -1405697.664123
  nChanged 6
		SP:Iteration 80F (77969.010000 sec): 3 clusters
  Score: Raw -1408824.002024 + Penalty 3125.699627 = -1405698.302397
  nChanged 3
		SP:Iteration 81Q (77969.250000 sec): 3 clusters
  Score: Raw -1408824.467171 + Penalty 3125.699627 = -1405698.767544
  nChanged 2
		SP:Iteration 82Q (77969.520000 sec): 3 clusters
  Score: Raw -1408824.716856 + Penalty 3125.699627 = -1405699.017229
  nChanged 2
		SP:Iteration 83Q (77969.740000 sec): 3 clusters
  Score: Raw -1408825.311167 + Penalty 3125.699627 = -1405699.611540
  nChanged 6
		SP:Iteration 84Q (77969.970000 sec): 3 clusters
  Score: Raw -1408826.280282 + Penalty 3125.699627 = -1405700.580656
  nChanged 8
		SP:Iteration 85Q (77970.230000 sec): 3 clusters
  Score: Raw -1408827.377033 + Penalty 3125.699627 = -1405701.677407
  nChanged 5
		SP:Iteration 86Q (77970.440000 sec): 3 clusters
  Score: Raw -1408828.455564 + Penalty 3125.699627 = -1405702.755937
  nChanged 6
		SP:Iteration 87Q (77970.640000 sec): 3 clusters
  Score: Raw -1408829.214482 + Penalty 3125.699627 = -1405703.514855
  nChanged 4
		SP:Iteration 88Q (77970.920000 sec): 3 clusters
  Score: Raw -1408829.680143 + Penalty 3125.699627 = -1405703.980516
  nChanged 2
		SP:Iteration 89Q (77971.200000 sec): 3 clusters
  Score: Raw -1408829.885876 + Penalty 3125.699627 = -1405704.186249
  nChanged 1
		SP:Iteration 90Q (77971.420000 sec): 3 clusters
  Score: Raw -1408829.986682 + Penalty 3125.699627 = -1405704.287055
  nChanged 0
		SP:Iteration 91F (77971.670000 sec): 3 clusters
  Score: Raw -1408829.986682 + Penalty 3125.699627 = -1405704.287055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (11417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77971.840000 sec): 2 clusters
  Score: Raw -1111105.267681 + Penalty 1518.214547 = -1109587.053134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77972.020000 sec): 3 clusters
  Score: Raw -1104641.664923 + Penalty 3036.429094 = -1101605.235829
  nChanged 5031
		SP:Iteration 1F (77972.200000 sec): 3 clusters
  Score: Raw -1108099.128799 + Penalty 3036.429094 = -1105062.699705
  nChanged 1045
		SP:Iteration 2F (77972.420000 sec): 3 clusters
  Score: Raw -1109051.877160 + Penalty 3036.429094 = -1106015.448066
  nChanged 942
		SP:Iteration 3F (77972.670000 sec): 3 clusters
  Score: Raw -1109902.800961 + Penalty 3036.429094 = -1106866.371867
  nChanged 809
		SP:Iteration 4F (77972.910000 sec): 3 clusters
  Score: Raw -1110460.130862 + Penalty 3036.429094 = -1107423.701767
  nChanged 661
		SP:Iteration 5F (77973.160000 sec): 3 clusters
  Score: Raw -1110925.244092 + Penalty 3036.429094 = -1107888.814998
  nChanged 604
		SP:Iteration 6F (77973.430000 sec): 3 clusters
  Score: Raw -1111309.263263 + Penalty 3036.429094 = -1108272.834169
  nChanged 456
		SP:Iteration 7Q (77973.600000 sec): 3 clusters
  Score: Raw -1111550.464916 + Penalty 3036.429094 = -1108514.035822
  nChanged 377
		SP:Iteration 8Q (77973.850000 sec): 3 clusters
  Score: Raw -1111731.498955 + Penalty 3036.429094 = -1108695.069860
  nChanged 289
		SP:Iteration 9Q (77974.120000 sec): 3 clusters
  Score: Raw -1111861.816490 + Penalty 3036.429094 = -1108825.387396
  nChanged 238
		SP:Iteration 10Q (77974.400000 sec): 3 clusters
  Score: Raw -1111956.159187 + Penalty 3036.429094 = -1108919.730093
  nChanged 218
		SP:Iteration 11Q (77974.640000 sec): 3 clusters
  Score: Raw -1112035.042916 + Penalty 3036.429094 = -1108998.613822
  nChanged 190
		SP:Iteration 12Q (77974.880000 sec): 3 clusters
  Score: Raw -1112121.372385 + Penalty 3036.429094 = -1109084.943290
  nChanged 195
		SP:Iteration 13Q (77975.170000 sec): 3 clusters
  Score: Raw -1112243.909293 + Penalty 3036.429094 = -1109207.480198
  nChanged 224
		SP:Iteration 14Q (77975.380000 sec): 3 clusters
  Score: Raw -1112432.383358 + Penalty 3036.429094 = -1109395.954264
  nChanged 212
		SP:Iteration 15Q (77975.640000 sec): 3 clusters
  Score: Raw -1112666.643057 + Penalty 3036.429094 = -1109630.213963
  nChanged 232
		SP:Iteration 16Q (77975.890000 sec): 3 clusters
  Score: Raw -1112867.164112 + Penalty 3036.429094 = -1109830.735017
  nChanged 205
		SP:Iteration 17Q (77976.070000 sec): 3 clusters
  Score: Raw -1112981.974249 + Penalty 3036.429094 = -1109945.545154
  nChanged 175
		SP:Iteration 18Q (77976.280000 sec): 3 clusters
  Score: Raw -1113051.686536 + Penalty 3036.429094 = -1110015.257441
  nChanged 139
		SP:Iteration 19Q (77976.450000 sec): 3 clusters
  Score: Raw -1113096.274218 + Penalty 3036.429094 = -1110059.845124
  nChanged 119
		SP:Iteration 20F (77976.710000 sec): 3 clusters
  Score: Raw -1113127.482975 + Penalty 3036.429094 = -1110091.053880
  nChanged 86
		SP:Iteration 21Q (77976.920000 sec): 3 clusters
  Score: Raw -1113154.663170 + Penalty 3036.429094 = -1110118.234075
  nChanged 79
		SP:Iteration 22Q (77977.140000 sec): 3 clusters
  Score: Raw -1113174.188090 + Penalty 3036.429094 = -1110137.758996
  nChanged 68
		SP:Iteration 23Q (77977.300000 sec): 3 clusters
  Score: Raw -1113191.057641 + Penalty 3036.429094 = -1110154.628547
  nChanged 62
		SP:Iteration 24Q (77977.480000 sec): 3 clusters
  Score: Raw -1113202.026543 + Penalty 3036.429094 = -1110165.597448
  nChanged 41
		SP:Iteration 25Q (77977.680000 sec): 3 clusters
  Score: Raw -1113209.546558 + Penalty 3036.429094 = -1110173.117464
  nChanged 36
		SP:Iteration 26Q (77977.880000 sec): 3 clusters
  Score: Raw -1113215.860025 + Penalty 3036.429094 = -1110179.430930
  nChanged 32
		SP:Iteration 27Q (77978.150000 sec): 3 clusters
  Score: Raw -1113221.022708 + Penalty 3036.429094 = -1110184.593613
  nChanged 32
		SP:Iteration 28Q (77978.390000 sec): 3 clusters
  Score: Raw -1113229.160834 + Penalty 3036.429094 = -1110192.731740
  nChanged 43
		SP:Iteration 29Q (77978.640000 sec): 3 clusters
  Score: Raw -1113238.366616 + Penalty 3036.429094 = -1110201.937522
  nChanged 33
		SP:Iteration 30Q (77978.880000 sec): 3 clusters
  Score: Raw -1113243.402826 + Penalty 3036.429094 = -1110206.973731
  nChanged 22
		SP:Iteration 31Q (77979.140000 sec): 3 clusters
  Score: Raw -1113246.312257 + Penalty 3036.429094 = -1110209.883162
  nChanged 18
		SP:Iteration 32Q (77979.400000 sec): 3 clusters
  Score: Raw -1113248.292060 + Penalty 3036.429094 = -1110211.862966
  nChanged 16
		SP:Iteration 33Q (77979.660000 sec): 3 clusters
  Score: Raw -1113250.631259 + Penalty 3036.429094 = -1110214.202165
  nChanged 12
		SP:Iteration 34Q (77979.950000 sec): 3 clusters
  Score: Raw -1113251.834110 + Penalty 3036.429094 = -1110215.405015
  nChanged 11
		SP:Iteration 35Q (77980.150000 sec): 3 clusters
  Score: Raw -1113253.249570 + Penalty 3036.429094 = -1110216.820475
  nChanged 14
		SP:Iteration 36Q (77980.380000 sec): 3 clusters
  Score: Raw -1113255.164061 + Penalty 3036.429094 = -1110218.734966
  nChanged 15
		SP:Iteration 37Q (77980.610000 sec): 3 clusters
  Score: Raw -1113257.006127 + Penalty 3036.429094 = -1110220.577033
  nChanged 14
		SP:Iteration 38Q (77980.840000 sec): 3 clusters
  Score: Raw -1113259.209519 + Penalty 3036.429094 = -1110222.780425
  nChanged 13
		SP:Iteration 39Q (77981.100000 sec): 3 clusters
  Score: Raw -1113260.945107 + Penalty 3036.429094 = -1110224.516012
  nChanged 13
		SP:Iteration 40F (77981.350000 sec): 3 clusters
  Score: Raw -1113262.492557 + Penalty 3036.429094 = -1110226.063463
  nChanged 11
		SP:Iteration 41Q (77981.580000 sec): 3 clusters
  Score: Raw -1113263.899668 + Penalty 3036.429094 = -1110227.470574
  nChanged 6
		SP:Iteration 42Q (77981.750000 sec): 3 clusters
  Score: Raw -1113264.645723 + Penalty 3036.429094 = -1110228.216628
  nChanged 10
		SP:Iteration 43Q (77982.050000 sec): 3 clusters
  Score: Raw -1113266.103821 + Penalty 3036.429094 = -1110229.674727
  nChanged 7
		SP:Iteration 44Q (77982.310000 sec): 3 clusters
  Score: Raw -1113266.533198 + Penalty 3036.429094 = -1110230.104104
  nChanged 3
		SP:Iteration 45Q (77982.580000 sec): 3 clusters
  Score: Raw -1113266.877045 + Penalty 3036.429094 = -1110230.447951
  nChanged 4
		SP:Iteration 46Q (77982.840000 sec): 3 clusters
  Score: Raw -1113267.375162 + Penalty 3036.429094 = -1110230.946068
  nChanged 3
		SP:Iteration 47Q (77983.080000 sec): 3 clusters
  Score: Raw -1113267.674922 + Penalty 3036.429094 = -1110231.245828
  nChanged 4
		SP:Iteration 48Q (77983.290000 sec): 3 clusters
  Score: Raw -1113267.927814 + Penalty 3036.429094 = -1110231.498720
  nChanged 1
		SP:Iteration 49Q (77983.490000 sec): 3 clusters
  Score: Raw -1113267.969903 + Penalty 3036.429094 = -1110231.540809
  nChanged 0
		SP:Iteration 50F (77983.700000 sec): 3 clusters
  Score: Raw -1113267.969903 + Penalty 3036.429094 = -1110231.540809
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (11267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77983.860000 sec): 2 clusters
  Score: Raw -1183623.045757 + Penalty 1516.065424 = -1182106.980333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77984.080000 sec): 3 clusters
  Score: Raw -1177099.909213 + Penalty 3032.130848 = -1174067.778365
  nChanged 4919
		SP:Iteration 1F (77984.250000 sec): 3 clusters
  Score: Raw -1179930.398558 + Penalty 3032.130848 = -1176898.267710
  nChanged 789
		SP:Iteration 2F (77984.490000 sec): 3 clusters
  Score: Raw -1180535.893956 + Penalty 3032.130848 = -1177503.763108
  nChanged 838
		SP:Iteration 3F (77984.720000 sec): 3 clusters
  Score: Raw -1181668.171908 + Penalty 3032.130848 = -1178636.041060
  nChanged 952
		SP:Iteration 4F (77984.920000 sec): 3 clusters
  Score: Raw -1183695.946163 + Penalty 3032.130848 = -1180663.815315
  nChanged 1101
		SP:Iteration 5F (77985.140000 sec): 3 clusters
  Score: Raw -1185722.417348 + Penalty 3032.130848 = -1182690.286500
  nChanged 1256
		SP:Iteration 6F (77985.380000 sec): 3 clusters
  Score: Raw -1187376.463262 + Penalty 3032.130848 = -1184344.332414
  nChanged 777
		SP:Iteration 7F (77985.610000 sec): 3 clusters
  Score: Raw -1188314.132531 + Penalty 3032.130848 = -1185282.001683
  nChanged 348
		SP:Iteration 8Q (77985.810000 sec): 3 clusters
  Score: Raw -1188870.031191 + Penalty 3032.130848 = -1185837.900343
  nChanged 239
		SP:Iteration 9Q (77986.060000 sec): 3 clusters
  Score: Raw -1189387.785203 + Penalty 3032.130848 = -1186355.654355
  nChanged 165
		SP:Iteration 10Q (77986.260000 sec): 3 clusters
  Score: Raw -1189703.788091 + Penalty 3032.130848 = -1186671.657243
  nChanged 122
		SP:Iteration 11Q (77986.480000 sec): 3 clusters
  Score: Raw -1189881.736980 + Penalty 3032.130848 = -1186849.606132
  nChanged 92
		SP:Iteration 12Q (77986.650000 sec): 3 clusters
  Score: Raw -1189979.652504 + Penalty 3032.130848 = -1186947.521657
  nChanged 70
		SP:Iteration 13Q (77986.920000 sec): 3 clusters
  Score: Raw -1190043.509189 + Penalty 3032.130848 = -1187011.378341
  nChanged 51
		SP:Iteration 14Q (77987.140000 sec): 3 clusters
  Score: Raw -1190077.708770 + Penalty 3032.130848 = -1187045.577922
  nChanged 37
		SP:Iteration 15Q (77987.370000 sec): 3 clusters
  Score: Raw -1190105.830586 + Penalty 3032.130848 = -1187073.699738
  nChanged 42
		SP:Iteration 16Q (77987.570000 sec): 3 clusters
  Score: Raw -1190139.396813 + Penalty 3032.130848 = -1187107.265965
  nChanged 38
		SP:Iteration 17Q (77987.740000 sec): 3 clusters
  Score: Raw -1190166.038146 + Penalty 3032.130848 = -1187133.907298
  nChanged 27
		SP:Iteration 18Q (77987.940000 sec): 3 clusters
  Score: Raw -1190181.732387 + Penalty 3032.130848 = -1187149.601539
  nChanged 23
		SP:Iteration 19Q (77988.120000 sec): 3 clusters
  Score: Raw -1190194.468738 + Penalty 3032.130848 = -1187162.337890
  nChanged 19
		SP:Iteration 20F (77988.340000 sec): 3 clusters
  Score: Raw -1190203.275876 + Penalty 3032.130848 = -1187171.145028
  nChanged 17
		SP:Iteration 21Q (77988.540000 sec): 3 clusters
  Score: Raw -1190210.010155 + Penalty 3032.130848 = -1187177.879308
  nChanged 12
		SP:Iteration 22Q (77988.720000 sec): 3 clusters
  Score: Raw -1190215.037717 + Penalty 3032.130848 = -1187182.906870
  nChanged 15
		SP:Iteration 23Q (77988.920000 sec): 3 clusters
  Score: Raw -1190219.803828 + Penalty 3032.130848 = -1187187.672980
  nChanged 7
		SP:Iteration 24Q (77989.160000 sec): 3 clusters
  Score: Raw -1190221.497051 + Penalty 3032.130848 = -1187189.366203
  nChanged 3
		SP:Iteration 25Q (77989.320000 sec): 3 clusters
  Score: Raw -1190221.989885 + Penalty 3032.130848 = -1187189.859037
  nChanged 3
		SP:Iteration 26Q (77989.520000 sec): 3 clusters
  Score: Raw -1190222.744909 + Penalty 3032.130848 = -1187190.614061
  nChanged 1
		SP:Iteration 27Q (77989.740000 sec): 3 clusters
  Score: Raw -1190222.846826 + Penalty 3032.130848 = -1187190.715978
  nChanged 0
		SP:Iteration 28F (77989.960000 sec): 3 clusters
  Score: Raw -1190222.846826 + Penalty 3032.130848 = -1187190.715978
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (21860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (77990.200000 sec): 2 clusters
  Score: Raw -2434126.807721 + Penalty 1623.767236 = -2432503.040485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (77990.540000 sec): 3 clusters
  Score: Raw -2420897.508772 + Penalty 3247.534473 = -2417649.974299
  nChanged 9857
		SP:Iteration 1F (77990.810000 sec): 3 clusters
  Score: Raw -2426133.263067 + Penalty 3247.534473 = -2422885.728594
  nChanged 944
		SP:Iteration 2Q (77991.100000 sec): 3 clusters
  Score: Raw -2426418.602846 + Penalty 3247.534473 = -2423171.068374
  nChanged 834
		SP:Iteration 3Q (77991.430000 sec): 3 clusters
  Score: Raw -2426634.263380 + Penalty 3247.534473 = -2423386.728907
  nChanged 695
		SP:Iteration 4Q (77991.710000 sec): 3 clusters
  Score: Raw -2426790.001248 + Penalty 3247.534473 = -2423542.466775
  nChanged 592
		SP:Iteration 5Q (77992.080000 sec): 3 clusters
  Score: Raw -2426936.980123 + Penalty 3247.534473 = -2423689.445651
  nChanged 574
		SP:Iteration 6Q (77992.370000 sec): 3 clusters
  Score: Raw -2427087.318740 + Penalty 3247.534473 = -2423839.784268
  nChanged 605
		SP:Iteration 7Q (77992.720000 sec): 3 clusters
  Score: Raw -2427264.758605 + Penalty 3247.534473 = -2424017.224133
  nChanged 653
		SP:Iteration 8Q (77993.020000 sec): 3 clusters
  Score: Raw -2427480.998367 + Penalty 3247.534473 = -2424233.463894
  nChanged 758
		SP:Iteration 9Q (77993.330000 sec): 3 clusters
  Score: Raw -2427791.896722 + Penalty 3247.534473 = -2424544.362250
  nChanged 857
		SP:Iteration 10Q (77993.630000 sec): 3 clusters
  Score: Raw -2428207.381178 + Penalty 3247.534473 = -2424959.846706
  nChanged 1065
		SP:Iteration 11Q (77993.970000 sec): 3 clusters
  Score: Raw -2428844.624475 + Penalty 3247.534473 = -2425597.090003
  nChanged 1258
		SP:Iteration 12F (77994.280000 sec): 3 clusters
  Score: Raw -2429752.786620 + Penalty 3247.534473 = -2426505.252147
  nChanged 1310
		SP:Iteration 13F (77994.550000 sec): 3 clusters
  Score: Raw -2430785.049556 + Penalty 3247.534473 = -2427537.515083
  nChanged 1225
		SP:Iteration 14F (77994.880000 sec): 3 clusters
  Score: Raw -2431839.444829 + Penalty 3247.534473 = -2428591.910357
  nChanged 1019
		SP:Iteration 15Q (77995.200000 sec): 3 clusters
  Score: Raw -2432741.307352 + Penalty 3247.534473 = -2429493.772880
  nChanged 709
		SP:Iteration 16Q (77995.460000 sec): 3 clusters
  Score: Raw -2433395.335774 + Penalty 3247.534473 = -2430147.801301
  nChanged 443
		SP:Iteration 17Q (77995.800000 sec): 3 clusters
  Score: Raw -2433809.315675 + Penalty 3247.534473 = -2430561.781203
  nChanged 228
		SP:Iteration 18Q (77996.070000 sec): 3 clusters
  Score: Raw -2433992.942468 + Penalty 3247.534473 = -2430745.407995
  nChanged 145
		SP:Iteration 19Q (77996.390000 sec): 3 clusters
  Score: Raw -2434123.813294 + Penalty 3247.534473 = -2430876.278821
  nChanged 99
		SP:Iteration 20F (77996.690000 sec): 3 clusters
  Score: Raw -2434206.089993 + Penalty 3247.534473 = -2430958.555520
  nChanged 63
		SP:Iteration 21Q (77997.020000 sec): 3 clusters
  Score: Raw -2434255.372003 + Penalty 3247.534473 = -2431007.837530
  nChanged 32
		SP:Iteration 22Q (77997.270000 sec): 3 clusters
  Score: Raw -2434281.879426 + Penalty 3247.534473 = -2431034.344953
  nChanged 25
		SP:Iteration 23Q (77997.560000 sec): 3 clusters
  Score: Raw -2434302.321711 + Penalty 3247.534473 = -2431054.787238
  nChanged 18
		SP:Iteration 24Q (77997.850000 sec): 3 clusters
  Score: Raw -2434314.644772 + Penalty 3247.534473 = -2431067.110299
  nChanged 10
		SP:Iteration 25Q (77998.190000 sec): 3 clusters
  Score: Raw -2434323.464483 + Penalty 3247.534473 = -2431075.930011
  nChanged 12
		SP:Iteration 26Q (77998.490000 sec): 3 clusters
  Score: Raw -2434332.270789 + Penalty 3247.534473 = -2431084.736317
  nChanged 7
		SP:Iteration 27Q (77998.820000 sec): 3 clusters
  Score: Raw -2434338.433577 + Penalty 3247.534473 = -2431090.899104
  nChanged 6
		SP:Iteration 28Q (77999.060000 sec): 3 clusters
  Score: Raw -2434343.321656 + Penalty 3247.534473 = -2431095.787184
  nChanged 5
		SP:Iteration 29Q (77999.340000 sec): 3 clusters
  Score: Raw -2434346.331892 + Penalty 3247.534473 = -2431098.797419
  nChanged 3
		SP:Iteration 30Q (77999.610000 sec): 3 clusters
  Score: Raw -2434348.377012 + Penalty 3247.534473 = -2431100.842540
  nChanged 3
		SP:Iteration 31Q (77999.850000 sec): 3 clusters
  Score: Raw -2434351.193496 + Penalty 3247.534473 = -2431103.659024
  nChanged 6
		SP:Iteration 32Q (78000.170000 sec): 3 clusters
  Score: Raw -2434356.267656 + Penalty 3247.534473 = -2431108.733183
  nChanged 4
		SP:Iteration 33Q (78000.360000 sec): 3 clusters
  Score: Raw -2434360.778178 + Penalty 3247.534473 = -2431113.243705
  nChanged 4
		SP:Iteration 34Q (78000.670000 sec): 3 clusters
  Score: Raw -2434363.365595 + Penalty 3247.534473 = -2431115.831123
  nChanged 0
		SP:Iteration 35F (78001.020000 sec): 3 clusters
  Score: Raw -2434363.365595 + Penalty 3247.534473 = -2431115.831123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (1480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78001.110000 sec): 2 clusters
  Score: Raw -145964.039166 + Penalty 1186.217072 = -144777.822094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78001.290000 sec): 3 clusters
  Score: Raw -145420.958060 + Penalty 2372.434144 = -143048.523916
  nChanged 491
		SP:Iteration 1F (78001.470000 sec): 3 clusters
  Score: Raw -145825.606213 + Penalty 2372.434144 = -143453.172069
  nChanged 129
		SP:Iteration 2F (78001.600000 sec): 3 clusters
  Score: Raw -145962.468537 + Penalty 2372.434144 = -143590.034392
  nChanged 80
		SP:Iteration 3F (78001.790000 sec): 3 clusters
  Score: Raw -146055.496898 + Penalty 2372.434144 = -143683.062754
  nChanged 70
		SP:Iteration 4Q (78001.920000 sec): 3 clusters
  Score: Raw -146149.314894 + Penalty 2372.434144 = -143776.880750
  nChanged 60
		SP:Iteration 5Q (78002.040000 sec): 3 clusters
  Score: Raw -146236.498297 + Penalty 2372.434144 = -143864.064153
  nChanged 58
		SP:Iteration 6Q (78002.220000 sec): 3 clusters
  Score: Raw -146317.206788 + Penalty 2372.434144 = -143944.772644
  nChanged 56
		SP:Iteration 7Q (78002.390000 sec): 3 clusters
  Score: Raw -146413.781754 + Penalty 2372.434144 = -144041.347610
  nChanged 66
		SP:Iteration 8Q (78002.610000 sec): 3 clusters
  Score: Raw -146588.169675 + Penalty 2372.434144 = -144215.735531
  nChanged 83
		SP:Iteration 9F (78002.740000 sec): 3 clusters
  Score: Raw -146918.780769 + Penalty 2372.434144 = -144546.346625
  nChanged 75
		SP:Iteration 10F (78002.910000 sec): 3 clusters
  Score: Raw -147365.739179 + Penalty 2372.434144 = -144993.305035
  nChanged 50
		SP:Iteration 11Q (78003.130000 sec): 3 clusters
  Score: Raw -147459.025916 + Penalty 2372.434144 = -145086.591771
  nChanged 26
		SP:Iteration 12Q (78003.240000 sec): 3 clusters
  Score: Raw -147496.918380 + Penalty 2372.434144 = -145124.484236
  nChanged 12
		SP:Iteration 13Q (78003.390000 sec): 3 clusters
  Score: Raw -147511.967035 + Penalty 2372.434144 = -145139.532891
  nChanged 7
		SP:Iteration 14Q (78003.560000 sec): 3 clusters
  Score: Raw -147524.136996 + Penalty 2372.434144 = -145151.702852
  nChanged 5
		SP:Iteration 15Q (78003.760000 sec): 3 clusters
  Score: Raw -147531.012648 + Penalty 2372.434144 = -145158.578504
  nChanged 3
		SP:Iteration 16Q (78003.960000 sec): 3 clusters
  Score: Raw -147533.576785 + Penalty 2372.434144 = -145161.142640
  nChanged 1
		SP:Iteration 17Q (78004.200000 sec): 3 clusters
  Score: Raw -147534.427915 + Penalty 2372.434144 = -145161.993771
  nChanged 0
		SP:Iteration 18F (78004.370000 sec): 3 clusters
  Score: Raw -147534.427915 + Penalty 2372.434144 = -145161.993771
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (20121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (78004.640000 sec): 2 clusters
  Score: Raw -2000833.339499 + Penalty 1610.296890 = -1999223.042609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (78004.990000 sec): 3 clusters
  Score: Raw -1989081.902695 + Penalty 3220.593781 = -1985861.308914
  nChanged 9136
		SP:Iteration 1F (78005.370000 sec): 3 clusters
  Score: Raw -1996257.888030 + Penalty 3220.593781 = -1993037.294249
  nChanged 2101
		SP:Iteration 2F (78005.750000 sec): 3 clusters
  Score: Raw -1998200.572467 + Penalty 3220.593781 = -1994979.978686
  nChanged 2235
		SP:Iteration 3F (78006.090000 sec): 3 clusters
  Score: Raw -2000841.949359 + Penalty 3220.593781 = -1997621.355578
  nChanged 2316
		SP:Iteration 4F (78006.370000 sec): 3 clusters
  Score: Raw -2004162.091411 + Penalty 3220.593781 = -2000941.497630
  nChanged 1869
		SP:Iteration 5F (78006.690000 sec): 3 clusters
  Score: Raw -2007142.017735 + Penalty 3220.593781 = -2003921.423954
  nChanged 1317
		SP:Iteration 6F (78006.990000 sec): 3 clusters
  Score: Raw -2008873.871031 + Penalty 3220.593781 = -2005653.277251
  nChanged 887
		SP:Iteration 7Q (78007.210000 sec): 3 clusters
  Score: Raw -2009702.024744 + Penalty 3220.593781 = -2006481.430963
  nChanged 563
		SP:Iteration 8Q (78007.490000 sec): 3 clusters
  Score: Raw -2010130.338339 + Penalty 3220.593781 = -2006909.744558
  nChanged 412
		SP:Iteration 9Q (78007.830000 sec): 3 clusters
  Score: Raw -2010397.064083 + Penalty 3220.593781 = -2007176.470302
  nChanged 329
		SP:Iteration 10Q (78008.090000 sec): 3 clusters
  Score: Raw -2010639.903659 + Penalty 3220.593781 = -2007419.309879
  nChanged 356
		SP:Iteration 11Q (78008.410000 sec): 3 clusters
  Score: Raw -2011014.906237 + Penalty 3220.593781 = -2007794.312457
  nChanged 414
		SP:Iteration 12Q (78008.710000 sec): 3 clusters
  Score: Raw -2011628.595368 + Penalty 3220.593781 = -2008408.001588
  nChanged 453
		SP:Iteration 13Q (78009.030000 sec): 3 clusters
  Score: Raw -2012271.836956 + Penalty 3220.593781 = -2009051.243176
  nChanged 330
		SP:Iteration 14Q (78009.330000 sec): 3 clusters
  Score: Raw -2012528.198783 + Penalty 3220.593781 = -2009307.605003
  nChanged 186
		SP:Iteration 15Q (78009.600000 sec): 3 clusters
  Score: Raw -2012596.693328 + Penalty 3220.593781 = -2009376.099548
  nChanged 95
		SP:Iteration 16Q (78009.900000 sec): 3 clusters
  Score: Raw -2012622.524499 + Penalty 3220.593781 = -2009401.930719
  nChanged 59
		SP:Iteration 17Q (78010.180000 sec): 3 clusters
  Score: Raw -2012638.129496 + Penalty 3220.593781 = -2009417.535715
  nChanged 44
		SP:Iteration 18Q (78010.470000 sec): 3 clusters
  Score: Raw -2012648.071420 + Penalty 3220.593781 = -2009427.477639
  nChanged 26
		SP:Iteration 19Q (78010.760000 sec): 3 clusters
  Score: Raw -2012652.298448 + Penalty 3220.593781 = -2009431.704667
  nChanged 18
		SP:Iteration 20F (78011.080000 sec): 3 clusters
  Score: Raw -2012655.329572 + Penalty 3220.593781 = -2009434.735792
  nChanged 13
		SP:Iteration 21Q (78011.370000 sec): 3 clusters
  Score: Raw -2012657.547003 + Penalty 3220.593781 = -2009436.953222
  nChanged 14
		SP:Iteration 22Q (78011.680000 sec): 3 clusters
  Score: Raw -2012659.643919 + Penalty 3220.593781 = -2009439.050139
  nChanged 14
		SP:Iteration 23Q (78011.910000 sec): 3 clusters
  Score: Raw -2012661.114403 + Penalty 3220.593781 = -2009440.520622
  nChanged 7
		SP:Iteration 24Q (78012.200000 sec): 3 clusters
  Score: Raw -2012661.791105 + Penalty 3220.593781 = -2009441.197324
  nChanged 5
		SP:Iteration 25Q (78012.480000 sec): 3 clusters
  Score: Raw -2012662.650613 + Penalty 3220.593781 = -2009442.056833
  nChanged 5
		SP:Iteration 26Q (78012.780000 sec): 3 clusters
  Score: Raw -2012662.948633 + Penalty 3220.593781 = -2009442.354853
  nChanged 3
		SP:Iteration 27Q (78013.110000 sec): 3 clusters
  Score: Raw -2012663.246300 + Penalty 3220.593781 = -2009442.652519
  nChanged 2
		SP:Iteration 28Q (78013.430000 sec): 3 clusters
  Score: Raw -2012663.412870 + Penalty 3220.593781 = -2009442.819090
  nChanged 4
		SP:Iteration 29Q (78013.720000 sec): 3 clusters
  Score: Raw -2012663.691143 + Penalty 3220.593781 = -2009443.097362
  nChanged 3
		SP:Iteration 30Q (78014.000000 sec): 3 clusters
  Score: Raw -2012663.879398 + Penalty 3220.593781 = -2009443.285617
  nChanged 4
		SP:Iteration 31Q (78014.300000 sec): 3 clusters
  Score: Raw -2012664.212686 + Penalty 3220.593781 = -2009443.618906
  nChanged 2
		SP:Iteration 32Q (78014.630000 sec): 3 clusters
  Score: Raw -2012664.391126 + Penalty 3220.593781 = -2009443.797345
  nChanged 2
		SP:Iteration 33Q (78014.890000 sec): 3 clusters
  Score: Raw -2012664.589222 + Penalty 3220.593781 = -2009443.995442
  nChanged 1
		SP:Iteration 34Q (78015.180000 sec): 3 clusters
  Score: Raw -2012664.684749 + Penalty 3220.593781 = -2009444.090969
  nChanged 3
		SP:Iteration 35Q (78015.500000 sec): 3 clusters
  Score: Raw -2012665.007171 + Penalty 3220.593781 = -2009444.413391
  nChanged 2
		SP:Iteration 36Q (78015.770000 sec): 3 clusters
  Score: Raw -2012665.263898 + Penalty 3220.593781 = -2009444.670117
  nChanged 3
		SP:Iteration 37Q (78016.040000 sec): 3 clusters
  Score: Raw -2012665.726296 + Penalty 3220.593781 = -2009445.132516
  nChanged 8
		SP:Iteration 38Q (78016.310000 sec): 3 clusters
  Score: Raw -2012666.607870 + Penalty 3220.593781 = -2009446.014089
  nChanged 3
		SP:Iteration 39Q (78016.630000 sec): 3 clusters
  Score: Raw -2012666.913619 + Penalty 3220.593781 = -2009446.319839
  nChanged 1
		SP:Iteration 40F (78016.960000 sec): 3 clusters
  Score: Raw -2012666.951727 + Penalty 3220.593781 = -2009446.357947
  nChanged 1
		SP:Iteration 41Q (78017.290000 sec): 3 clusters
  Score: Raw -2012667.006402 + Penalty 3220.593781 = -2009446.412621
  nChanged 0
		SP:Iteration 42F (78017.580000 sec): 3 clusters
  Score: Raw -2012667.006402 + Penalty 3220.593781 = -2009446.412621
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Iteration 59Q (78127.910000 sec): 54 clusters
  Score: Raw -137987920.101124 + Penalty 121665.731838 = -137866254.369286
  nChanged 20693
Iteration 60F (78275.410000 sec): 54 clusters
  Score: Raw -138002288.971205 + Penalty 121665.731838 = -137880623.239367
  nChanged 20020
Iteration 61Q (78374.730000 sec): 54 clusters
  Score: Raw -138009501.653987 + Penalty 121665.731838 = -137887835.922149
  nChanged 12952
Iteration 62Q (78468.490000 sec): 54 clusters
  Score: Raw -138013333.091717 + Penalty 121665.731838 = -137891667.359879
  nChanged 10080
Iteration 63Q (78565.890000 sec): 54 clusters
  Score: Raw -138015925.412096 + Penalty 121665.731838 = -137894259.680258
  nChanged 8517
Iteration 64Q (78670.670000 sec): 54 clusters
  Score: Raw -138017828.975027 + Penalty 121665.731838 = -137896163.243189
  nChanged 7402
Iteration 65Q (78781.070000 sec): 54 clusters
  Score: Raw -138019252.630890 + Penalty 121665.731838 = -137897586.899052
  nChanged 6623
Iteration 66Q (78885.320000 sec): 54 clusters
  Score: Raw -138020416.055386 + Penalty 121665.731838 = -137898750.323547
  nChanged 6132
Iteration 67Q (78983.100000 sec): 54 clusters
  Score: Raw -138021387.002859 + Penalty 121665.731838 = -137899721.271021
  nChanged 5722
Iteration 68Q (79086.950000 sec): 54 clusters
  Score: Raw -138022198.718179 + Penalty 121665.731838 = -137900532.986340
  nChanged 5247
Iteration 69Q (79192.160000 sec): 54 clusters
  Score: Raw -138022902.017573 + Penalty 121665.731838 = -137901236.285734
  nChanged 5136
Iteration 70Q (79295.200000 sec): 54 clusters
  Score: Raw -138023584.163523 + Penalty 121665.731838 = -137901918.431684
  nChanged 5092
Iteration 71Q (79389.100000 sec): 54 clusters
  Score: Raw -138024238.797181 + Penalty 121665.731838 = -137902573.065342
  nChanged 4964
Iteration 72Q (79485.080000 sec): 54 clusters
  Score: Raw -138024873.889802 + Penalty 121665.731838 = -137903208.157963
  nChanged 4867
Iteration 73Q (79585.090000 sec): 54 clusters
  Score: Raw -138025481.503976 + Penalty 121665.731838 = -137903815.772138
  nChanged 4721
Iteration 74Q (79688.990000 sec): 54 clusters
  Score: Raw -138026061.998038 + Penalty 121665.731838 = -137904396.266199
  nChanged 4548
Iteration 75Q (79787.790000 sec): 54 clusters
  Score: Raw -138026600.792214 + Penalty 121665.731838 = -137904935.060376
  nChanged 4449
Iteration 76Q (79887.300000 sec): 54 clusters
  Score: Raw -138027101.681438 + Penalty 121665.731838 = -137905435.949600
  nChanged 4250
Iteration 77Q (79989.990000 sec): 54 clusters
  Score: Raw -138027553.814826 + Penalty 121665.731838 = -137905888.082988
  nChanged 4066
Iteration 78Q (80095.670000 sec): 54 clusters
  Score: Raw -138027958.839125 + Penalty 121665.731838 = -137906293.107287
  nChanged 3852
Iteration 79Q (80205.420000 sec): 54 clusters
  Score: Raw -138028320.651453 + Penalty 121665.731838 = -137906654.919615
  nChanged 3628
Iteration 80F (80359.150000 sec): 54 clusters
  Score: Raw -138028835.828270 + Penalty 121665.731838 = -137907170.096431
  nChanged 3708
Iteration 81Q (80461.920000 sec): 54 clusters
  Score: Raw -138029337.204330 + Penalty 121665.731838 = -137907671.472492
  nChanged 3673
Iteration 82Q (80561.820000 sec): 54 clusters
  Score: Raw -138029838.857291 + Penalty 121665.731838 = -137908173.125453
  nChanged 3521
Iteration 83Q (80669.320000 sec): 54 clusters
  Score: Raw -138030190.690810 + Penalty 121665.731838 = -137908524.958971
  nChanged 3446
Iteration 84Q (80782.430000 sec): 54 clusters
  Score: Raw -138030511.562586 + Penalty 121665.731838 = -137908845.830748
  nChanged 3330
Iteration 85Q (80921.450000 sec): 54 clusters
  Score: Raw -138030800.007790 + Penalty 121665.731838 = -137909134.275952
  nChanged 3104
Iteration 86Q (81034.130000 sec): 54 clusters
  Score: Raw -138031051.462167 + Penalty 121665.731838 = -137909385.730329
  nChanged 2963
Iteration 87Q (81152.880000 sec): 54 clusters
  Score: Raw -138031281.343220 + Penalty 121665.731838 = -137909615.611381
  nChanged 2768
Iteration 88Q (81279.680000 sec): 54 clusters
  Score: Raw -138031484.646959 + Penalty 121665.731838 = -137909818.915120
  nChanged 2609
Iteration 89Q (81404.060000 sec): 54 clusters
  Score: Raw -138031671.031473 + Penalty 121665.731838 = -137910005.299634
  nChanged 2529
Iteration 90Q (81522.040000 sec): 54 clusters
  Score: Raw -138031852.617962 + Penalty 121665.731838 = -137910186.886123
  nChanged 2438
Iteration 91Q (81639.510000 sec): 54 clusters
  Score: Raw -138032016.443749 + Penalty 121665.731838 = -137910350.711911
  nChanged 2348
Iteration 92Q (81758.170000 sec): 54 clusters
  Score: Raw -138032170.150449 + Penalty 121665.731838 = -137910504.418610
  nChanged 2207
Iteration 93Q (81861.900000 sec): 54 clusters
  Score: Raw -138032315.257595 + Penalty 121665.731838 = -137910649.525757
  nChanged 2197
Iteration 94Q (81971.890000 sec): 54 clusters
  Score: Raw -138032457.936948 + Penalty 121665.731838 = -137910792.205110
  nChanged 2171
Iteration 95Q (82079.330000 sec): 54 clusters
  Score: Raw -138032600.698210 + Penalty 121665.731838 = -137910934.966372
  nChanged 2155
Iteration 96Q (82156.160000 sec): 54 clusters
  Score: Raw -138032742.608119 + Penalty 121665.731838 = -137911076.876281
  nChanged 2152
Iteration 97Q (82217.750000 sec): 54 clusters
  Score: Raw -138032879.920817 + Penalty 121665.731838 = -137911214.188978
  nChanged 1989
Iteration 98Q (82276.300000 sec): 54 clusters
  Score: Raw -138033001.859882 + Penalty 121665.731838 = -137911336.128044
  nChanged 1906
Writing temp clu file 
Because OldScore, -137911214.188978, is greater than current (better) Score,-137911336.128044 
 Compute initial score before splitting:   Score: Raw -138033001.859882 + Penalty 121665.731838 = -137911336.128044
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82276.710000 sec): 2 clusters
  Score: Raw -104441.693019 + Penalty 1133.200741 = -103308.492279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82276.880000 sec): 3 clusters
  Score: Raw -104081.790549 + Penalty 2266.401481 = -101815.389067
  nChanged 317
		SP:Iteration 1F (82277.050000 sec): 3 clusters
  Score: Raw -104398.729442 + Penalty 2266.401481 = -102132.327961
  nChanged 107
		SP:Iteration 2F (82277.250000 sec): 3 clusters
  Score: Raw -104535.099434 + Penalty 2266.401481 = -102268.697953
  nChanged 68
		SP:Iteration 3F (82277.430000 sec): 3 clusters
  Score: Raw -104645.042084 + Penalty 2266.401481 = -102378.640602
  nChanged 59
		SP:Iteration 4F (82277.610000 sec): 3 clusters
  Score: Raw -104751.171703 + Penalty 2266.401481 = -102484.770222
  nChanged 46
		SP:Iteration 5Q (82277.820000 sec): 3 clusters
  Score: Raw -104822.525866 + Penalty 2266.401481 = -102556.124384
  nChanged 32
		SP:Iteration 6Q (82278.000000 sec): 3 clusters
  Score: Raw -104880.933872 + Penalty 2266.401481 = -102614.532391
  nChanged 36
		SP:Iteration 7Q (82278.150000 sec): 3 clusters
  Score: Raw -104942.320319 + Penalty 2266.401481 = -102675.918838
  nChanged 29
		SP:Iteration 8Q (82278.360000 sec): 3 clusters
  Score: Raw -104987.148954 + Penalty 2266.401481 = -102720.747472
  nChanged 22
		SP:Iteration 9Q (82278.500000 sec): 3 clusters
  Score: Raw -105022.184483 + Penalty 2266.401481 = -102755.783002
  nChanged 24
		SP:Iteration 10Q (82278.670000 sec): 3 clusters
  Score: Raw -105060.773819 + Penalty 2266.401481 = -102794.372337
  nChanged 17
		SP:Iteration 11Q (82278.860000 sec): 3 clusters
  Score: Raw -105084.233962 + Penalty 2266.401481 = -102817.832481
  nChanged 8
		SP:Iteration 12Q (82279.020000 sec): 3 clusters
  Score: Raw -105091.729698 + Penalty 2266.401481 = -102825.328216
  nChanged 8
		SP:Iteration 13Q (82279.230000 sec): 3 clusters
  Score: Raw -105104.775863 + Penalty 2266.401481 = -102838.374382
  nChanged 11
		SP:Iteration 14Q (82279.380000 sec): 3 clusters
  Score: Raw -105119.987207 + Penalty 2266.401481 = -102853.585726
  nChanged 10
		SP:Iteration 15Q (82279.570000 sec): 3 clusters
  Score: Raw -105142.596088 + Penalty 2266.401481 = -102876.194607
  nChanged 12
		SP:Iteration 16Q (82279.790000 sec): 3 clusters
  Score: Raw -105159.670003 + Penalty 2266.401481 = -102893.268522
  nChanged 7
		SP:Iteration 17Q (82279.970000 sec): 3 clusters
  Score: Raw -105165.638147 + Penalty 2266.401481 = -102899.236666
  nChanged 6
		SP:Iteration 18Q (82280.200000 sec): 3 clusters
  Score: Raw -105171.907104 + Penalty 2266.401481 = -102905.505622
  nChanged 5
		SP:Iteration 19Q (82280.340000 sec): 3 clusters
  Score: Raw -105175.870533 + Penalty 2266.401481 = -102909.469052
  nChanged 1
		SP:Iteration 20F (82280.550000 sec): 3 clusters
  Score: Raw -105184.339694 + Penalty 2266.401481 = -102917.938213
  nChanged 2
		SP:Iteration 21Q (82280.720000 sec): 3 clusters
  Score: Raw -105190.120668 + Penalty 2266.401481 = -102923.719186
  nChanged 5
		SP:Iteration 22Q (82280.950000 sec): 3 clusters
  Score: Raw -105195.449604 + Penalty 2266.401481 = -102929.048122
  nChanged 7
		SP:Iteration 23Q (82281.130000 sec): 3 clusters
  Score: Raw -105209.898095 + Penalty 2266.401481 = -102943.496614
  nChanged 6
		SP:Iteration 24Q (82281.310000 sec): 3 clusters
  Score: Raw -105223.620902 + Penalty 2266.401481 = -102957.219420
  nChanged 9
		SP:Iteration 25Q (82281.540000 sec): 3 clusters
  Score: Raw -105248.301020 + Penalty 2266.401481 = -102981.899538
  nChanged 8
		SP:Iteration 26Q (82281.690000 sec): 3 clusters
  Score: Raw -105263.837503 + Penalty 2266.401481 = -102997.436022
  nChanged 6
		SP:Iteration 27Q (82281.900000 sec): 3 clusters
  Score: Raw -105269.578041 + Penalty 2266.401481 = -103003.176559
  nChanged 3
		SP:Iteration 28Q (82282.040000 sec): 3 clusters
  Score: Raw -105272.102752 + Penalty 2266.401481 = -103005.701270
  nChanged 3
		SP:Iteration 29Q (82282.260000 sec): 3 clusters
  Score: Raw -105275.769811 + Penalty 2266.401481 = -103009.368330
  nChanged 2
		SP:Iteration 30Q (82282.420000 sec): 3 clusters
  Score: Raw -105277.534505 + Penalty 2266.401481 = -103011.133024
  nChanged 2
		SP:Iteration 31Q (82282.600000 sec): 3 clusters
  Score: Raw -105278.894033 + Penalty 2266.401481 = -103012.492552
  nChanged 0
		SP:Iteration 32F (82282.780000 sec): 3 clusters
  Score: Raw -105278.894033 + Penalty 2266.401481 = -103012.492552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (7660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82282.900000 sec): 2 clusters
  Score: Raw -746461.618949 + Penalty 1453.362180 = -745008.256769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82283.110000 sec): 3 clusters
  Score: Raw -742270.759979 + Penalty 2906.724360 = -739364.035619
  nChanged 3254
		SP:Iteration 1F (82283.300000 sec): 3 clusters
  Score: Raw -744086.856975 + Penalty 2906.724360 = -741180.132615
  nChanged 605
		SP:Iteration 2F (82283.540000 sec): 3 clusters
  Score: Raw -744524.806804 + Penalty 2906.724360 = -741618.082443
  nChanged 620
		SP:Iteration 3F (82283.740000 sec): 3 clusters
  Score: Raw -745183.915550 + Penalty 2906.724360 = -742277.191190
  nChanged 712
		SP:Iteration 4F (82283.970000 sec): 3 clusters
  Score: Raw -746001.833836 + Penalty 2906.724360 = -743095.109476
  nChanged 676
		SP:Iteration 5F (82284.220000 sec): 3 clusters
  Score: Raw -746651.921571 + Penalty 2906.724360 = -743745.197210
  nChanged 506
		SP:Iteration 6F (82284.410000 sec): 3 clusters
  Score: Raw -747040.472245 + Penalty 2906.724360 = -744133.747885
  nChanged 316
		SP:Iteration 7Q (82284.630000 sec): 3 clusters
  Score: Raw -747231.401697 + Penalty 2906.724360 = -744324.677337
  nChanged 218
		SP:Iteration 8Q (82284.820000 sec): 3 clusters
  Score: Raw -747328.775652 + Penalty 2906.724360 = -744422.051292
  nChanged 131
		SP:Iteration 9Q (82285.040000 sec): 3 clusters
  Score: Raw -747380.760003 + Penalty 2906.724360 = -744474.035642
  nChanged 88
		SP:Iteration 10Q (82285.260000 sec): 3 clusters
  Score: Raw -747412.180091 + Penalty 2906.724360 = -744505.455730
  nChanged 76
		SP:Iteration 11Q (82285.480000 sec): 3 clusters
  Score: Raw -747436.329320 + Penalty 2906.724360 = -744529.604960
  nChanged 59
		SP:Iteration 12Q (82285.690000 sec): 3 clusters
  Score: Raw -747453.212702 + Penalty 2906.724360 = -744546.488342
  nChanged 54
		SP:Iteration 13Q (82285.880000 sec): 3 clusters
  Score: Raw -747468.286621 + Penalty 2906.724360 = -744561.562261
  nChanged 59
		SP:Iteration 14Q (82286.090000 sec): 3 clusters
  Score: Raw -747487.612987 + Penalty 2906.724360 = -744580.888626
  nChanged 43
		SP:Iteration 15Q (82286.270000 sec): 3 clusters
  Score: Raw -747498.498094 + Penalty 2906.724360 = -744591.773733
  nChanged 29
		SP:Iteration 16Q (82286.490000 sec): 3 clusters
  Score: Raw -747505.952095 + Penalty 2906.724360 = -744599.227735
  nChanged 24
		SP:Iteration 17Q (82286.690000 sec): 3 clusters
  Score: Raw -747512.831295 + Penalty 2906.724360 = -744606.106934
  nChanged 16
		SP:Iteration 18Q (82286.860000 sec): 3 clusters
  Score: Raw -747515.867986 + Penalty 2906.724360 = -744609.143626
  nChanged 16
		SP:Iteration 19Q (82287.070000 sec): 3 clusters
  Score: Raw -747519.267530 + Penalty 2906.724360 = -744612.543169
  nChanged 15
		SP:Iteration 20F (82287.280000 sec): 3 clusters
  Score: Raw -747523.115633 + Penalty 2906.724360 = -744616.391273
  nChanged 11
		SP:Iteration 21Q (82287.530000 sec): 3 clusters
  Score: Raw -747526.487740 + Penalty 2906.724360 = -744619.763380
  nChanged 12
		SP:Iteration 22Q (82287.750000 sec): 3 clusters
  Score: Raw -747529.048300 + Penalty 2906.724360 = -744622.323940
  nChanged 8
		SP:Iteration 23Q (82287.970000 sec): 3 clusters
  Score: Raw -747530.948883 + Penalty 2906.724360 = -744624.224523
  nChanged 14
		SP:Iteration 24Q (82288.230000 sec): 3 clusters
  Score: Raw -747534.700227 + Penalty 2906.724360 = -744627.975867
  nChanged 9
		SP:Iteration 25Q (82288.450000 sec): 3 clusters
  Score: Raw -747536.650529 + Penalty 2906.724360 = -744629.926168
  nChanged 6
		SP:Iteration 26Q (82288.660000 sec): 3 clusters
  Score: Raw -747537.299144 + Penalty 2906.724360 = -744630.574783
  nChanged 4
		SP:Iteration 27Q (82288.860000 sec): 3 clusters
  Score: Raw -747537.729460 + Penalty 2906.724360 = -744631.005100
  nChanged 2
		SP:Iteration 28Q (82289.120000 sec): 3 clusters
  Score: Raw -747538.725587 + Penalty 2906.724360 = -744632.001227
  nChanged 1
		SP:Iteration 29Q (82289.300000 sec): 3 clusters
  Score: Raw -747538.852051 + Penalty 2906.724360 = -744632.127690
  nChanged 1
		SP:Iteration 30Q (82289.510000 sec): 3 clusters
  Score: Raw -747539.026545 + Penalty 2906.724360 = -744632.302185
  nChanged 0
		SP:Iteration 31F (82289.760000 sec): 3 clusters
  Score: Raw -747539.026545 + Penalty 2906.724360 = -744632.302185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82289.890000 sec): 2 clusters
  Score: Raw -395092.327111 + Penalty 1354.663453 = -393737.663658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82290.060000 sec): 3 clusters
  Score: Raw -393048.891110 + Penalty 2709.326906 = -390339.564204
  nChanged 1708
		SP:Iteration 1F (82290.260000 sec): 3 clusters
  Score: Raw -394102.817371 + Penalty 2709.326906 = -391393.490465
  nChanged 351
		SP:Iteration 2F (82290.480000 sec): 3 clusters
  Score: Raw -394370.538764 + Penalty 2709.326906 = -391661.211858
  nChanged 292
		SP:Iteration 3F (82290.660000 sec): 3 clusters
  Score: Raw -394589.572181 + Penalty 2709.326906 = -391880.245275
  nChanged 246
		SP:Iteration 4F (82290.860000 sec): 3 clusters
  Score: Raw -394804.689244 + Penalty 2709.326906 = -392095.362338
  nChanged 250
		SP:Iteration 5F (82291.080000 sec): 3 clusters
  Score: Raw -395045.644738 + Penalty 2709.326906 = -392336.317832
  nChanged 257
		SP:Iteration 6F (82291.300000 sec): 3 clusters
  Score: Raw -395296.500168 + Penalty 2709.326906 = -392587.173262
  nChanged 262
		SP:Iteration 7F (82291.490000 sec): 3 clusters
  Score: Raw -395558.526182 + Penalty 2709.326906 = -392849.199276
  nChanged 247
		SP:Iteration 8F (82291.710000 sec): 3 clusters
  Score: Raw -395807.062930 + Penalty 2709.326906 = -393097.736024
  nChanged 196
		SP:Iteration 9Q (82291.940000 sec): 3 clusters
  Score: Raw -395991.174970 + Penalty 2709.326906 = -393281.848063
  nChanged 157
		SP:Iteration 10Q (82292.140000 sec): 3 clusters
  Score: Raw -396141.698877 + Penalty 2709.326906 = -393432.371971
  nChanged 115
		SP:Iteration 11Q (82292.340000 sec): 3 clusters
  Score: Raw -396235.871233 + Penalty 2709.326906 = -393526.544327
  nChanged 92
		SP:Iteration 12Q (82292.530000 sec): 3 clusters
  Score: Raw -396312.417774 + Penalty 2709.326906 = -393603.090868
  nChanged 50
		SP:Iteration 13Q (82292.770000 sec): 3 clusters
  Score: Raw -396351.299138 + Penalty 2709.326906 = -393641.972231
  nChanged 36
		SP:Iteration 14Q (82292.970000 sec): 3 clusters
  Score: Raw -396375.170795 + Penalty 2709.326906 = -393665.843889
  nChanged 24
		SP:Iteration 15Q (82293.160000 sec): 3 clusters
  Score: Raw -396387.066814 + Penalty 2709.326906 = -393677.739908
  nChanged 13
		SP:Iteration 16Q (82293.340000 sec): 3 clusters
  Score: Raw -396394.334927 + Penalty 2709.326906 = -393685.008020
  nChanged 9
		SP:Iteration 17Q (82293.570000 sec): 3 clusters
  Score: Raw -396400.939126 + Penalty 2709.326906 = -393691.612220
  nChanged 7
		SP:Iteration 18Q (82293.750000 sec): 3 clusters
  Score: Raw -396404.327936 + Penalty 2709.326906 = -393695.001030
  nChanged 4
		SP:Iteration 19Q (82293.960000 sec): 3 clusters
  Score: Raw -396405.769146 + Penalty 2709.326906 = -393696.442240
  nChanged 1
		SP:Iteration 20F (82294.120000 sec): 3 clusters
  Score: Raw -396406.226778 + Penalty 2709.326906 = -393696.899872
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (12871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82294.310000 sec): 2 clusters
  Score: Raw -1293941.996443 + Penalty 1537.693950 = -1292404.302493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82294.560000 sec): 3 clusters
  Score: Raw -1286531.056209 + Penalty 3075.387899 = -1283455.668310
  nChanged 5617
		SP:Iteration 1F (82294.760000 sec): 3 clusters
  Score: Raw -1289618.396057 + Penalty 3075.387899 = -1286543.008158
  nChanged 793
		SP:Iteration 2F (82295.040000 sec): 3 clusters
  Score: Raw -1290050.651289 + Penalty 3075.387899 = -1286975.263390
  nChanged 789
		SP:Iteration 3F (82295.270000 sec): 3 clusters
  Score: Raw -1290503.925399 + Penalty 3075.387899 = -1287428.537500
  nChanged 752
		SP:Iteration 4F (82295.520000 sec): 3 clusters
  Score: Raw -1290994.954243 + Penalty 3075.387899 = -1287919.566344
  nChanged 778
		SP:Iteration 5F (82295.730000 sec): 3 clusters
  Score: Raw -1291509.097221 + Penalty 3075.387899 = -1288433.709322
  nChanged 667
		SP:Iteration 6F (82295.980000 sec): 3 clusters
  Score: Raw -1291985.867253 + Penalty 3075.387899 = -1288910.479354
  nChanged 630
		SP:Iteration 7Q (82296.220000 sec): 3 clusters
  Score: Raw -1292496.877747 + Penalty 3075.387899 = -1289421.489848
  nChanged 525
		SP:Iteration 8Q (82296.520000 sec): 3 clusters
  Score: Raw -1292904.576548 + Penalty 3075.387899 = -1289829.188649
  nChanged 400
		SP:Iteration 9Q (82296.770000 sec): 3 clusters
  Score: Raw -1293175.172913 + Penalty 3075.387899 = -1290099.785014
  nChanged 286
		SP:Iteration 10Q (82296.980000 sec): 3 clusters
  Score: Raw -1293340.992477 + Penalty 3075.387899 = -1290265.604578
  nChanged 237
		SP:Iteration 11Q (82297.230000 sec): 3 clusters
  Score: Raw -1293472.312500 + Penalty 3075.387899 = -1290396.924601
  nChanged 165
		SP:Iteration 12Q (82297.480000 sec): 3 clusters
  Score: Raw -1293556.512581 + Penalty 3075.387899 = -1290481.124681
  nChanged 138
		SP:Iteration 13Q (82297.680000 sec): 3 clusters
  Score: Raw -1293627.358543 + Penalty 3075.387899 = -1290551.970644
  nChanged 133
		SP:Iteration 14Q (82297.890000 sec): 3 clusters
  Score: Raw -1293698.751942 + Penalty 3075.387899 = -1290623.364043
  nChanged 115
		SP:Iteration 15Q (82298.160000 sec): 3 clusters
  Score: Raw -1293747.852711 + Penalty 3075.387899 = -1290672.464812
  nChanged 100
		SP:Iteration 16Q (82298.360000 sec): 3 clusters
  Score: Raw -1293793.921038 + Penalty 3075.387899 = -1290718.533139
  nChanged 102
		SP:Iteration 17Q (82298.600000 sec): 3 clusters
  Score: Raw -1293846.840940 + Penalty 3075.387899 = -1290771.453041
  nChanged 87
		SP:Iteration 18Q (82298.830000 sec): 3 clusters
  Score: Raw -1293894.131732 + Penalty 3075.387899 = -1290818.743833
  nChanged 75
		SP:Iteration 19Q (82299.040000 sec): 3 clusters
  Score: Raw -1293925.138183 + Penalty 3075.387899 = -1290849.750284
  nChanged 65
		SP:Iteration 20F (82299.270000 sec): 3 clusters
  Score: Raw -1293962.895921 + Penalty 3075.387899 = -1290887.508022
  nChanged 71
		SP:Iteration 21Q (82299.490000 sec): 3 clusters
  Score: Raw -1294001.326576 + Penalty 3075.387899 = -1290925.938677
  nChanged 48
		SP:Iteration 22Q (82299.720000 sec): 3 clusters
  Score: Raw -1294023.805378 + Penalty 3075.387899 = -1290948.417479
  nChanged 37
		SP:Iteration 23Q (82299.950000 sec): 3 clusters
  Score: Raw -1294037.758049 + Penalty 3075.387899 = -1290962.370150
  nChanged 32
		SP:Iteration 24Q (82300.200000 sec): 3 clusters
  Score: Raw -1294050.590254 + Penalty 3075.387899 = -1290975.202355
  nChanged 38
		SP:Iteration 25Q (82300.400000 sec): 3 clusters
  Score: Raw -1294064.483767 + Penalty 3075.387899 = -1290989.095867
  nChanged 29
		SP:Iteration 26Q (82300.570000 sec): 3 clusters
  Score: Raw -1294079.430649 + Penalty 3075.387899 = -1291004.042750
  nChanged 33
		SP:Iteration 27Q (82300.800000 sec): 3 clusters
  Score: Raw -1294092.314877 + Penalty 3075.387899 = -1291016.926978
  nChanged 27
		SP:Iteration 28Q (82301.030000 sec): 3 clusters
  Score: Raw -1294100.607902 + Penalty 3075.387899 = -1291025.220003
  nChanged 27
		SP:Iteration 29Q (82301.270000 sec): 3 clusters
  Score: Raw -1294112.499007 + Penalty 3075.387899 = -1291037.111108
  nChanged 30
		SP:Iteration 30Q (82301.510000 sec): 3 clusters
  Score: Raw -1294123.756638 + Penalty 3075.387899 = -1291048.368739
  nChanged 27
		SP:Iteration 31Q (82301.760000 sec): 3 clusters
  Score: Raw -1294134.368203 + Penalty 3075.387899 = -1291058.980304
  nChanged 15
		SP:Iteration 32Q (82301.990000 sec): 3 clusters
  Score: Raw -1294139.059466 + Penalty 3075.387899 = -1291063.671567
  nChanged 17
		SP:Iteration 33Q (82302.180000 sec): 3 clusters
  Score: Raw -1294146.227683 + Penalty 3075.387899 = -1291070.839784
  nChanged 17
		SP:Iteration 34Q (82302.410000 sec): 3 clusters
  Score: Raw -1294151.679220 + Penalty 3075.387899 = -1291076.291321
  nChanged 11
		SP:Iteration 35Q (82302.650000 sec): 3 clusters
  Score: Raw -1294155.493988 + Penalty 3075.387899 = -1291080.106088
  nChanged 18
		SP:Iteration 36Q (82302.820000 sec): 3 clusters
  Score: Raw -1294161.758012 + Penalty 3075.387899 = -1291086.370113
  nChanged 9
		SP:Iteration 37Q (82303.070000 sec): 3 clusters
  Score: Raw -1294165.678692 + Penalty 3075.387899 = -1291090.290793
  nChanged 7
		SP:Iteration 38Q (82303.240000 sec): 3 clusters
  Score: Raw -1294167.536820 + Penalty 3075.387899 = -1291092.148921
  nChanged 4
		SP:Iteration 39Q (82303.460000 sec): 3 clusters
  Score: Raw -1294168.667415 + Penalty 3075.387899 = -1291093.279515
  nChanged 2
		SP:Iteration 40F (82303.660000 sec): 3 clusters
  Score: Raw -1294168.966254 + Penalty 3075.387899 = -1291093.578354
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82303.760000 sec): 2 clusters
  Score: Raw -521349.238014 + Penalty 1387.229955 = -519962.008060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82303.970000 sec): 3 clusters
  Score: Raw -518710.653118 + Penalty 2774.459909 = -515936.193208
  nChanged 2042
		SP:Iteration 1F (82304.180000 sec): 3 clusters
  Score: Raw -519872.287712 + Penalty 2774.459909 = -517097.827803
  nChanged 377
		SP:Iteration 2F (82304.370000 sec): 3 clusters
  Score: Raw -520093.049641 + Penalty 2774.459909 = -517318.589731
  nChanged 283
		SP:Iteration 3F (82304.530000 sec): 3 clusters
  Score: Raw -520251.442462 + Penalty 2774.459909 = -517476.982553
  nChanged 210
		SP:Iteration 4Q (82304.720000 sec): 3 clusters
  Score: Raw -520349.417173 + Penalty 2774.459909 = -517574.957263
  nChanged 180
		SP:Iteration 5Q (82304.920000 sec): 3 clusters
  Score: Raw -520437.635761 + Penalty 2774.459909 = -517663.175852
  nChanged 159
		SP:Iteration 6Q (82305.090000 sec): 3 clusters
  Score: Raw -520509.542504 + Penalty 2774.459909 = -517735.082594
  nChanged 123
		SP:Iteration 7Q (82305.270000 sec): 3 clusters
  Score: Raw -520561.561341 + Penalty 2774.459909 = -517787.101432
  nChanged 105
		SP:Iteration 8Q (82305.440000 sec): 3 clusters
  Score: Raw -520600.377577 + Penalty 2774.459909 = -517825.917667
  nChanged 99
		SP:Iteration 9Q (82305.640000 sec): 3 clusters
  Score: Raw -520641.150424 + Penalty 2774.459909 = -517866.690514
  nChanged 103
		SP:Iteration 10Q (82305.850000 sec): 3 clusters
  Score: Raw -520679.350920 + Penalty 2774.459909 = -517904.891011
  nChanged 79
		SP:Iteration 11Q (82306.040000 sec): 3 clusters
  Score: Raw -520707.364259 + Penalty 2774.459909 = -517932.904350
  nChanged 67
		SP:Iteration 12Q (82306.220000 sec): 3 clusters
  Score: Raw -520733.360957 + Penalty 2774.459909 = -517958.901047
  nChanged 65
		SP:Iteration 13Q (82306.400000 sec): 3 clusters
  Score: Raw -520759.814448 + Penalty 2774.459909 = -517985.354539
  nChanged 71
		SP:Iteration 14Q (82306.560000 sec): 3 clusters
  Score: Raw -520784.104876 + Penalty 2774.459909 = -518009.644967
  nChanged 63
		SP:Iteration 15Q (82306.760000 sec): 3 clusters
  Score: Raw -520808.031019 + Penalty 2774.459909 = -518033.571109
  nChanged 81
		SP:Iteration 16Q (82306.930000 sec): 3 clusters
  Score: Raw -520835.478557 + Penalty 2774.459909 = -518061.018648
  nChanged 59
		SP:Iteration 17Q (82307.130000 sec): 3 clusters
  Score: Raw -520857.495818 + Penalty 2774.459909 = -518083.035909
  nChanged 64
		SP:Iteration 18Q (82307.290000 sec): 3 clusters
  Score: Raw -520888.679116 + Penalty 2774.459909 = -518114.219206
  nChanged 82
		SP:Iteration 19Q (82307.490000 sec): 3 clusters
  Score: Raw -520927.133540 + Penalty 2774.459909 = -518152.673631
  nChanged 94
		SP:Iteration 20F (82307.680000 sec): 3 clusters
  Score: Raw -520976.872506 + Penalty 2774.459909 = -518202.412596
  nChanged 106
		SP:Iteration 21Q (82307.860000 sec): 3 clusters
  Score: Raw -521027.995033 + Penalty 2774.459909 = -518253.535124
  nChanged 97
		SP:Iteration 22Q (82308.060000 sec): 3 clusters
  Score: Raw -521071.408699 + Penalty 2774.459909 = -518296.948789
  nChanged 70
		SP:Iteration 23Q (82308.260000 sec): 3 clusters
  Score: Raw -521105.942642 + Penalty 2774.459909 = -518331.482732
  nChanged 63
		SP:Iteration 24Q (82308.450000 sec): 3 clusters
  Score: Raw -521135.454199 + Penalty 2774.459909 = -518360.994290
  nChanged 67
		SP:Iteration 25Q (82308.650000 sec): 3 clusters
  Score: Raw -521170.199424 + Penalty 2774.459909 = -518395.739515
  nChanged 60
		SP:Iteration 26Q (82308.830000 sec): 3 clusters
  Score: Raw -521205.424895 + Penalty 2774.459909 = -518430.964986
  nChanged 61
		SP:Iteration 27Q (82309.060000 sec): 3 clusters
  Score: Raw -521230.406732 + Penalty 2774.459909 = -518455.946823
  nChanged 50
		SP:Iteration 28Q (82309.240000 sec): 3 clusters
  Score: Raw -521248.129828 + Penalty 2774.459909 = -518473.669919
  nChanged 38
		SP:Iteration 29Q (82309.460000 sec): 3 clusters
  Score: Raw -521265.786138 + Penalty 2774.459909 = -518491.326229
  nChanged 35
		SP:Iteration 30Q (82309.660000 sec): 3 clusters
  Score: Raw -521281.372677 + Penalty 2774.459909 = -518506.912768
  nChanged 36
		SP:Iteration 31Q (82309.810000 sec): 3 clusters
  Score: Raw -521295.478258 + Penalty 2774.459909 = -518521.018349
  nChanged 37
		SP:Iteration 32Q (82310.020000 sec): 3 clusters
  Score: Raw -521308.459050 + Penalty 2774.459909 = -518533.999140
  nChanged 20
		SP:Iteration 33Q (82310.240000 sec): 3 clusters
  Score: Raw -521315.243788 + Penalty 2774.459909 = -518540.783878
  nChanged 14
		SP:Iteration 34Q (82310.450000 sec): 3 clusters
  Score: Raw -521321.246090 + Penalty 2774.459909 = -518546.786181
  nChanged 20
		SP:Iteration 35Q (82310.670000 sec): 3 clusters
  Score: Raw -521328.419947 + Penalty 2774.459909 = -518553.960038
  nChanged 25
		SP:Iteration 36Q (82310.840000 sec): 3 clusters
  Score: Raw -521335.052166 + Penalty 2774.459909 = -518560.592257
  nChanged 18
		SP:Iteration 37Q (82311.050000 sec): 3 clusters
  Score: Raw -521341.078450 + Penalty 2774.459909 = -518566.618541
  nChanged 19
		SP:Iteration 38Q (82311.250000 sec): 3 clusters
  Score: Raw -521348.584893 + Penalty 2774.459909 = -518574.124983
  nChanged 17
		SP:Iteration 39Q (82311.450000 sec): 3 clusters
  Score: Raw -521353.573272 + Penalty 2774.459909 = -518579.113363
  nChanged 15
		SP:Iteration 40F (82311.640000 sec): 3 clusters
  Score: Raw -521356.722630 + Penalty 2774.459909 = -518582.262721
  nChanged 14
		SP:Iteration 41Q (82311.820000 sec): 3 clusters
  Score: Raw -521360.721177 + Penalty 2774.459909 = -518586.261268
  nChanged 15
		SP:Iteration 42Q (82312.000000 sec): 3 clusters
  Score: Raw -521365.555584 + Penalty 2774.459909 = -518591.095674
  nChanged 15
		SP:Iteration 43Q (82312.200000 sec): 3 clusters
  Score: Raw -521370.936238 + Penalty 2774.459909 = -518596.476329
  nChanged 14
		SP:Iteration 44Q (82312.360000 sec): 3 clusters
  Score: Raw -521375.399712 + Penalty 2774.459909 = -518600.939803
  nChanged 16
		SP:Iteration 45Q (82312.560000 sec): 3 clusters
  Score: Raw -521380.740226 + Penalty 2774.459909 = -518606.280317
  nChanged 16
		SP:Iteration 46Q (82312.790000 sec): 3 clusters
  Score: Raw -521386.227177 + Penalty 2774.459909 = -518611.767268
  nChanged 12
		SP:Iteration 47Q (82312.950000 sec): 3 clusters
  Score: Raw -521389.661768 + Penalty 2774.459909 = -518615.201858
  nChanged 16
		SP:Iteration 48Q (82313.140000 sec): 3 clusters
  Score: Raw -521394.440150 + Penalty 2774.459909 = -518619.980241
  nChanged 13
		SP:Iteration 49Q (82313.300000 sec): 3 clusters
  Score: Raw -521400.441046 + Penalty 2774.459909 = -518625.981137
  nChanged 16
		SP:Iteration 50Q (82313.470000 sec): 3 clusters
  Score: Raw -521405.104878 + Penalty 2774.459909 = -518630.644969
  nChanged 15
		SP:Iteration 51Q (82313.670000 sec): 3 clusters
  Score: Raw -521409.345327 + Penalty 2774.459909 = -518634.885418
  nChanged 9
		SP:Iteration 52Q (82313.830000 sec): 3 clusters
  Score: Raw -521412.099164 + Penalty 2774.459909 = -518637.639254
  nChanged 10
		SP:Iteration 53Q (82314.000000 sec): 3 clusters
  Score: Raw -521414.768487 + Penalty 2774.459909 = -518640.308578
  nChanged 13
		SP:Iteration 54Q (82314.150000 sec): 3 clusters
  Score: Raw -521418.626966 + Penalty 2774.459909 = -518644.167057
  nChanged 13
		SP:Iteration 55Q (82314.330000 sec): 3 clusters
  Score: Raw -521422.138644 + Penalty 2774.459909 = -518647.678734
  nChanged 11
		SP:Iteration 56Q (82314.480000 sec): 3 clusters
  Score: Raw -521425.441817 + Penalty 2774.459909 = -518650.981908
  nChanged 8
		SP:Iteration 57Q (82314.680000 sec): 3 clusters
  Score: Raw -521428.481350 + Penalty 2774.459909 = -518654.021441
  nChanged 8
		SP:Iteration 58Q (82314.830000 sec): 3 clusters
  Score: Raw -521430.820557 + Penalty 2774.459909 = -518656.360647
  nChanged 3
		SP:Iteration 59Q (82315.050000 sec): 3 clusters
  Score: Raw -521431.438450 + Penalty 2774.459909 = -518656.978541
  nChanged 4
		SP:Iteration 60F (82315.240000 sec): 3 clusters
  Score: Raw -521432.442816 + Penalty 2774.459909 = -518657.982906
  nChanged 2
		SP:Iteration 61Q (82315.420000 sec): 3 clusters
  Score: Raw -521432.953239 + Penalty 2774.459909 = -518658.493329
  nChanged 3
		SP:Iteration 62Q (82315.610000 sec): 3 clusters
  Score: Raw -521433.858360 + Penalty 2774.459909 = -518659.398450
  nChanged 3
		SP:Iteration 63Q (82315.780000 sec): 3 clusters
  Score: Raw -521434.623056 + Penalty 2774.459909 = -518660.163146
  nChanged 1
		SP:Iteration 64Q (82315.970000 sec): 3 clusters
  Score: Raw -521434.729063 + Penalty 2774.459909 = -518660.269154
  nChanged 0
		SP:Iteration 65F (82316.140000 sec): 3 clusters
  Score: Raw -521434.729063 + Penalty 2774.459909 = -518660.269154
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (3194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82316.250000 sec): 2 clusters
  Score: Raw -318965.393165 + Penalty 1311.217266 = -317654.175899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82316.450000 sec): 3 clusters
  Score: Raw -317485.993129 + Penalty 2622.434532 = -314863.558597
  nChanged 1234
		SP:Iteration 1F (82316.620000 sec): 3 clusters
  Score: Raw -318372.168134 + Penalty 2622.434532 = -315749.733602
  nChanged 295
		SP:Iteration 2F (82316.850000 sec): 3 clusters
  Score: Raw -318820.905551 + Penalty 2622.434532 = -316198.471019
  nChanged 312
		SP:Iteration 3F (82317.010000 sec): 3 clusters
  Score: Raw -319326.528050 + Penalty 2622.434532 = -316704.093518
  nChanged 322
		SP:Iteration 4F (82317.180000 sec): 3 clusters
  Score: Raw -320461.471216 + Penalty 2622.434532 = -317839.036684
  nChanged 395
		SP:Iteration 5F (82317.370000 sec): 3 clusters
  Score: Raw -321783.157580 + Penalty 2622.434532 = -319160.723048
  nChanged 312
		SP:Iteration 6F (82317.590000 sec): 3 clusters
  Score: Raw -322612.155224 + Penalty 2622.434532 = -319989.720692
  nChanged 130
		SP:Iteration 7Q (82317.780000 sec): 3 clusters
  Score: Raw -322889.503761 + Penalty 2622.434532 = -320267.069229
  nChanged 43
		SP:Iteration 8Q (82317.980000 sec): 3 clusters
  Score: Raw -322938.887958 + Penalty 2622.434532 = -320316.453426
  nChanged 12
		SP:Iteration 9Q (82318.140000 sec): 3 clusters
  Score: Raw -322951.099161 + Penalty 2622.434532 = -320328.664629
  nChanged 10
		SP:Iteration 10Q (82318.340000 sec): 3 clusters
  Score: Raw -322960.726612 + Penalty 2622.434532 = -320338.292081
  nChanged 8
		SP:Iteration 11Q (82318.520000 sec): 3 clusters
  Score: Raw -322965.033289 + Penalty 2622.434532 = -320342.598757
  nChanged 3
		SP:Iteration 12Q (82318.680000 sec): 3 clusters
  Score: Raw -322967.572475 + Penalty 2622.434532 = -320345.137943
  nChanged 4
		SP:Iteration 13Q (82318.880000 sec): 3 clusters
  Score: Raw -322971.967916 + Penalty 2622.434532 = -320349.533385
  nChanged 4
		SP:Iteration 14Q (82319.060000 sec): 3 clusters
  Score: Raw -322975.159903 + Penalty 2622.434532 = -320352.725372
  nChanged 2
		SP:Iteration 15Q (82319.270000 sec): 3 clusters
  Score: Raw -322976.377169 + Penalty 2622.434532 = -320353.942637
  nChanged 0
		SP:Iteration 16F (82319.460000 sec): 3 clusters
  Score: Raw -322976.377169 + Penalty 2622.434532 = -320353.942637
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (419807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82321.230000 sec): 2 clusters
  Score: Raw -43912526.374211 + Penalty 2103.976934 = -43910422.397277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82323.170000 sec): 3 clusters
  Score: Raw -43629995.448524 + Penalty 4207.953867 = -43625787.494656
  nChanged 205892
		SP:Iteration 1F (82324.990000 sec): 3 clusters
  Score: Raw -43754459.664775 + Penalty 4207.953867 = -43750251.710908
  nChanged 11342
		SP:Iteration 2Q (82326.940000 sec): 3 clusters
  Score: Raw -43757414.912017 + Penalty 4207.953867 = -43753206.958149
  nChanged 14325
		SP:Iteration 3Q (82328.820000 sec): 3 clusters
  Score: Raw -43762542.458175 + Penalty 4207.953867 = -43758334.504308
  nChanged 19903
		SP:Iteration 4Q (82330.720000 sec): 3 clusters
  Score: Raw -43772286.669748 + Penalty 4207.953867 = -43768078.715881
  nChanged 28439
		SP:Iteration 5F (82332.520000 sec): 3 clusters
  Score: Raw -43791085.940625 + Penalty 4207.953867 = -43786877.986758
  nChanged 37557
		SP:Iteration 6F (82334.360000 sec): 3 clusters
  Score: Raw -43822802.679311 + Penalty 4207.953867 = -43818594.725444
  nChanged 40705
		SP:Iteration 7F (82336.290000 sec): 3 clusters
  Score: Raw -43862868.860998 + Penalty 4207.953867 = -43858660.907131
  nChanged 30774
		SP:Iteration 8F (82338.100000 sec): 3 clusters
  Score: Raw -43894003.801072 + Penalty 4207.953867 = -43889795.847205
  nChanged 14151
		SP:Iteration 9Q (82339.870000 sec): 3 clusters
  Score: Raw -43907526.575162 + Penalty 4207.953867 = -43903318.621295
  nChanged 4300
		SP:Iteration 10Q (82341.410000 sec): 3 clusters
  Score: Raw -43911350.164057 + Penalty 4207.953867 = -43907142.210190
  nChanged 1082
		SP:Iteration 11Q (82342.960000 sec): 3 clusters
  Score: Raw -43912284.456092 + Penalty 4207.953867 = -43908076.502225
  nChanged 289
		SP:Iteration 12Q (82344.450000 sec): 3 clusters
  Score: Raw -43912578.765205 + Penalty 4207.953867 = -43908370.811337
  nChanged 103
		SP:Iteration 13Q (82346.060000 sec): 3 clusters
  Score: Raw -43912683.369592 + Penalty 4207.953867 = -43908475.415725
  nChanged 46
		SP:Iteration 14Q (82347.590000 sec): 3 clusters
  Score: Raw -43912733.577818 + Penalty 4207.953867 = -43908525.623951
  nChanged 23
		SP:Iteration 15Q (82349.270000 sec): 3 clusters
  Score: Raw -43912757.615582 + Penalty 4207.953867 = -43908549.661715
  nChanged 16
		SP:Iteration 16Q (82351.050000 sec): 3 clusters
  Score: Raw -43912774.773549 + Penalty 4207.953867 = -43908566.819681
  nChanged 10
		SP:Iteration 17Q (82352.640000 sec): 3 clusters
  Score: Raw -43912786.881698 + Penalty 4207.953867 = -43908578.927831
  nChanged 10
		SP:Iteration 18Q (82354.040000 sec): 3 clusters
  Score: Raw -43912796.177069 + Penalty 4207.953867 = -43908588.223202
  nChanged 3
		SP:Iteration 19Q (82355.540000 sec): 3 clusters
  Score: Raw -43912799.243899 + Penalty 4207.953867 = -43908591.290031
  nChanged 3
		SP:Iteration 20F (82357.320000 sec): 3 clusters
  Score: Raw -43912801.241063 + Penalty 4207.953867 = -43908593.287195
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82357.690000 sec): 2 clusters
  Score: Raw -2551180.243273 + Penalty 1637.843387 = -2549542.399887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82358.000000 sec): 3 clusters
  Score: Raw -2536724.370822 + Penalty 3275.686773 = -2533448.684049
  nChanged 10904
		SP:Iteration 1F (82358.280000 sec): 3 clusters
  Score: Raw -2542641.844399 + Penalty 3275.686773 = -2539366.157626
  nChanged 979
		SP:Iteration 2Q (82358.560000 sec): 3 clusters
  Score: Raw -2542934.420257 + Penalty 3275.686773 = -2539658.733484
  nChanged 937
		SP:Iteration 3Q (82358.860000 sec): 3 clusters
  Score: Raw -2543193.888444 + Penalty 3275.686773 = -2539918.201671
  nChanged 784
		SP:Iteration 4Q (82359.150000 sec): 3 clusters
  Score: Raw -2543401.851112 + Penalty 3275.686773 = -2540126.164339
  nChanged 767
		SP:Iteration 5Q (82359.400000 sec): 3 clusters
  Score: Raw -2543641.390919 + Penalty 3275.686773 = -2540365.704146
  nChanged 802
		SP:Iteration 6Q (82359.710000 sec): 3 clusters
  Score: Raw -2543903.570860 + Penalty 3275.686773 = -2540627.884087
  nChanged 837
		SP:Iteration 7Q (82360.000000 sec): 3 clusters
  Score: Raw -2544212.227055 + Penalty 3275.686773 = -2540936.540282
  nChanged 839
		SP:Iteration 8Q (82360.260000 sec): 3 clusters
  Score: Raw -2544563.243016 + Penalty 3275.686773 = -2541287.556243
  nChanged 905
		SP:Iteration 9Q (82360.560000 sec): 3 clusters
  Score: Raw -2544978.227311 + Penalty 3275.686773 = -2541702.540538
  nChanged 985
		SP:Iteration 10Q (82360.840000 sec): 3 clusters
  Score: Raw -2545482.471911 + Penalty 3275.686773 = -2542206.785137
  nChanged 1004
		SP:Iteration 11Q (82361.120000 sec): 3 clusters
  Score: Raw -2545981.393380 + Penalty 3275.686773 = -2542705.706607
  nChanged 916
		SP:Iteration 12Q (82361.400000 sec): 3 clusters
  Score: Raw -2546383.771747 + Penalty 3275.686773 = -2543108.084973
  nChanged 772
		SP:Iteration 13Q (82361.660000 sec): 3 clusters
  Score: Raw -2546679.704315 + Penalty 3275.686773 = -2543404.017542
  nChanged 652
		SP:Iteration 14Q (82361.960000 sec): 3 clusters
  Score: Raw -2546906.045369 + Penalty 3275.686773 = -2543630.358596
  nChanged 580
		SP:Iteration 15Q (82362.260000 sec): 3 clusters
  Score: Raw -2547116.589258 + Penalty 3275.686773 = -2543840.902485
  nChanged 574
		SP:Iteration 16Q (82362.520000 sec): 3 clusters
  Score: Raw -2547337.903787 + Penalty 3275.686773 = -2544062.217014
  nChanged 589
		SP:Iteration 17Q (82362.810000 sec): 3 clusters
  Score: Raw -2547588.277511 + Penalty 3275.686773 = -2544312.590738
  nChanged 655
		SP:Iteration 18Q (82363.100000 sec): 3 clusters
  Score: Raw -2547886.389226 + Penalty 3275.686773 = -2544610.702453
  nChanged 692
		SP:Iteration 19Q (82363.420000 sec): 3 clusters
  Score: Raw -2548258.976921 + Penalty 3275.686773 = -2544983.290148
  nChanged 764
		SP:Iteration 20F (82363.700000 sec): 3 clusters
  Score: Raw -2548748.446895 + Penalty 3275.686773 = -2545472.760122
  nChanged 785
		SP:Iteration 21Q (82363.980000 sec): 3 clusters
  Score: Raw -2549343.505923 + Penalty 3275.686773 = -2546067.819150
  nChanged 746
		SP:Iteration 22Q (82364.270000 sec): 3 clusters
  Score: Raw -2549956.064657 + Penalty 3275.686773 = -2546680.377883
  nChanged 648
		SP:Iteration 23Q (82364.570000 sec): 3 clusters
  Score: Raw -2550512.506228 + Penalty 3275.686773 = -2547236.819454
  nChanged 512
		SP:Iteration 24Q (82364.850000 sec): 3 clusters
  Score: Raw -2550906.272257 + Penalty 3275.686773 = -2547630.585483
  nChanged 408
		SP:Iteration 25Q (82365.120000 sec): 3 clusters
  Score: Raw -2551181.803292 + Penalty 3275.686773 = -2547906.116519
  nChanged 292
		SP:Iteration 26Q (82365.390000 sec): 3 clusters
  Score: Raw -2551367.067773 + Penalty 3275.686773 = -2548091.381000
  nChanged 227
		SP:Iteration 27Q (82365.640000 sec): 3 clusters
  Score: Raw -2551501.904259 + Penalty 3275.686773 = -2548226.217485
  nChanged 174
		SP:Iteration 28Q (82365.900000 sec): 3 clusters
  Score: Raw -2551585.943694 + Penalty 3275.686773 = -2548310.256920
  nChanged 126
		SP:Iteration 29Q (82366.180000 sec): 3 clusters
  Score: Raw -2551634.981986 + Penalty 3275.686773 = -2548359.295213
  nChanged 94
		SP:Iteration 30Q (82366.460000 sec): 3 clusters
  Score: Raw -2551670.834610 + Penalty 3275.686773 = -2548395.147837
  nChanged 63
		SP:Iteration 31Q (82366.740000 sec): 3 clusters
  Score: Raw -2551693.407304 + Penalty 3275.686773 = -2548417.720531
  nChanged 58
		SP:Iteration 32Q (82367.020000 sec): 3 clusters
  Score: Raw -2551713.499465 + Penalty 3275.686773 = -2548437.812692
  nChanged 46
		SP:Iteration 33Q (82367.280000 sec): 3 clusters
  Score: Raw -2551727.927417 + Penalty 3275.686773 = -2548452.240644
  nChanged 42
		SP:Iteration 34Q (82367.530000 sec): 3 clusters
  Score: Raw -2551741.220917 + Penalty 3275.686773 = -2548465.534144
  nChanged 28
		SP:Iteration 35Q (82367.800000 sec): 3 clusters
  Score: Raw -2551748.951941 + Penalty 3275.686773 = -2548473.265168
  nChanged 30
		SP:Iteration 36Q (82368.040000 sec): 3 clusters
  Score: Raw -2551759.153472 + Penalty 3275.686773 = -2548483.466699
  nChanged 43
		SP:Iteration 37Q (82368.330000 sec): 3 clusters
  Score: Raw -2551771.338478 + Penalty 3275.686773 = -2548495.651705
  nChanged 30
		SP:Iteration 38Q (82368.590000 sec): 3 clusters
  Score: Raw -2551779.609956 + Penalty 3275.686773 = -2548503.923182
  nChanged 22
		SP:Iteration 39Q (82368.850000 sec): 3 clusters
  Score: Raw -2551786.024605 + Penalty 3275.686773 = -2548510.337832
  nChanged 20
		SP:Iteration 40F (82369.170000 sec): 3 clusters
  Score: Raw -2551792.543155 + Penalty 3275.686773 = -2548516.856382
  nChanged 20
		SP:Iteration 41Q (82369.430000 sec): 3 clusters
  Score: Raw -2551797.910675 + Penalty 3275.686773 = -2548522.223902
  nChanged 18
		SP:Iteration 42Q (82369.700000 sec): 3 clusters
  Score: Raw -2551804.072612 + Penalty 3275.686773 = -2548528.385838
  nChanged 16
		SP:Iteration 43Q (82369.970000 sec): 3 clusters
  Score: Raw -2551809.066239 + Penalty 3275.686773 = -2548533.379466
  nChanged 21
		SP:Iteration 44Q (82370.240000 sec): 3 clusters
  Score: Raw -2551815.844693 + Penalty 3275.686773 = -2548540.157920
  nChanged 21
		SP:Iteration 45Q (82370.480000 sec): 3 clusters
  Score: Raw -2551822.542638 + Penalty 3275.686773 = -2548546.855864
  nChanged 17
		SP:Iteration 46Q (82370.740000 sec): 3 clusters
  Score: Raw -2551826.508502 + Penalty 3275.686773 = -2548550.821729
  nChanged 8
		SP:Iteration 47Q (82370.980000 sec): 3 clusters
  Score: Raw -2551828.157286 + Penalty 3275.686773 = -2548552.470513
  nChanged 5
		SP:Iteration 48Q (82371.260000 sec): 3 clusters
  Score: Raw -2551829.061847 + Penalty 3275.686773 = -2548553.375074
  nChanged 3
		SP:Iteration 49Q (82371.520000 sec): 3 clusters
  Score: Raw -2551829.645005 + Penalty 3275.686773 = -2548553.958232
  nChanged 2
		SP:Iteration 50Q (82371.800000 sec): 3 clusters
  Score: Raw -2551830.073599 + Penalty 3275.686773 = -2548554.386826
  nChanged 2
		SP:Iteration 51Q (82372.110000 sec): 3 clusters
  Score: Raw -2551830.422533 + Penalty 3275.686773 = -2548554.735760
  nChanged 0
		SP:Iteration 52F (82372.440000 sec): 3 clusters
  Score: Raw -2551830.422533 + Penalty 3275.686773 = -2548554.735760
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (24907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82372.620000 sec): 2 clusters
  Score: Raw -2438877.603123 + Penalty 1644.971927 = -2437232.631196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82372.910000 sec): 3 clusters
  Score: Raw -2423573.036061 + Penalty 3289.943854 = -2420283.092207
  nChanged 11535
		SP:Iteration 1F (82373.200000 sec): 3 clusters
  Score: Raw -2430022.831455 + Penalty 3289.943854 = -2426732.887600
  nChanged 1328
		SP:Iteration 2F (82373.460000 sec): 3 clusters
  Score: Raw -2430549.721740 + Penalty 3289.943854 = -2427259.777886
  nChanged 1280
		SP:Iteration 3F (82373.740000 sec): 3 clusters
  Score: Raw -2431170.975588 + Penalty 3289.943854 = -2427881.031733
  nChanged 1401
		SP:Iteration 4F (82374.050000 sec): 3 clusters
  Score: Raw -2431982.382335 + Penalty 3289.943854 = -2428692.438481
  nChanged 1625
		SP:Iteration 5F (82374.320000 sec): 3 clusters
  Score: Raw -2432984.383095 + Penalty 3289.943854 = -2429694.439240
  nChanged 1614
		SP:Iteration 6F (82374.650000 sec): 3 clusters
  Score: Raw -2434023.163296 + Penalty 3289.943854 = -2430733.219441
  nChanged 1550
		SP:Iteration 7F (82374.940000 sec): 3 clusters
  Score: Raw -2435095.921754 + Penalty 3289.943854 = -2431805.977899
  nChanged 1376
		SP:Iteration 8F (82375.210000 sec): 3 clusters
  Score: Raw -2436136.748467 + Penalty 3289.943854 = -2432846.804613
  nChanged 1161
		SP:Iteration 9Q (82375.520000 sec): 3 clusters
  Score: Raw -2437015.610813 + Penalty 3289.943854 = -2433725.666958
  nChanged 920
		SP:Iteration 10Q (82375.830000 sec): 3 clusters
  Score: Raw -2437677.237595 + Penalty 3289.943854 = -2434387.293740
  nChanged 661
		SP:Iteration 11Q (82376.120000 sec): 3 clusters
  Score: Raw -2438092.118923 + Penalty 3289.943854 = -2434802.175069
  nChanged 536
		SP:Iteration 12Q (82376.410000 sec): 3 clusters
  Score: Raw -2438429.956108 + Penalty 3289.943854 = -2435140.012254
  nChanged 438
		SP:Iteration 13Q (82376.700000 sec): 3 clusters
  Score: Raw -2438690.616671 + Penalty 3289.943854 = -2435400.672817
  nChanged 355
		SP:Iteration 14Q (82376.980000 sec): 3 clusters
  Score: Raw -2438869.016224 + Penalty 3289.943854 = -2435579.072370
  nChanged 298
		SP:Iteration 15Q (82377.270000 sec): 3 clusters
  Score: Raw -2439014.714087 + Penalty 3289.943854 = -2435724.770233
  nChanged 252
		SP:Iteration 16Q (82377.540000 sec): 3 clusters
  Score: Raw -2439129.216488 + Penalty 3289.943854 = -2435839.272634
  nChanged 226
		SP:Iteration 17Q (82377.840000 sec): 3 clusters
  Score: Raw -2439230.269124 + Penalty 3289.943854 = -2435940.325269
  nChanged 202
		SP:Iteration 18Q (82378.090000 sec): 3 clusters
  Score: Raw -2439320.763210 + Penalty 3289.943854 = -2436030.819356
  nChanged 205
		SP:Iteration 19Q (82378.420000 sec): 3 clusters
  Score: Raw -2439405.710626 + Penalty 3289.943854 = -2436115.766771
  nChanged 174
		SP:Iteration 20F (82378.700000 sec): 3 clusters
  Score: Raw -2439472.664584 + Penalty 3289.943854 = -2436182.720729
  nChanged 131
		SP:Iteration 21Q (82379.010000 sec): 3 clusters
  Score: Raw -2439524.958396 + Penalty 3289.943854 = -2436235.014542
  nChanged 118
		SP:Iteration 22Q (82379.270000 sec): 3 clusters
  Score: Raw -2439571.551648 + Penalty 3289.943854 = -2436281.607794
  nChanged 106
		SP:Iteration 23Q (82379.560000 sec): 3 clusters
  Score: Raw -2439605.160752 + Penalty 3289.943854 = -2436315.216898
  nChanged 83
		SP:Iteration 24Q (82379.880000 sec): 3 clusters
  Score: Raw -2439630.439045 + Penalty 3289.943854 = -2436340.495191
  nChanged 87
		SP:Iteration 25Q (82380.180000 sec): 3 clusters
  Score: Raw -2439657.625388 + Penalty 3289.943854 = -2436367.681534
  nChanged 66
		SP:Iteration 26Q (82380.410000 sec): 3 clusters
  Score: Raw -2439676.371882 + Penalty 3289.943854 = -2436386.428028
  nChanged 71
		SP:Iteration 27Q (82380.710000 sec): 3 clusters
  Score: Raw -2439694.872620 + Penalty 3289.943854 = -2436404.928765
  nChanged 61
		SP:Iteration 28Q (82381.010000 sec): 3 clusters
  Score: Raw -2439709.872812 + Penalty 3289.943854 = -2436419.928958
  nChanged 54
		SP:Iteration 29Q (82381.310000 sec): 3 clusters
  Score: Raw -2439722.462752 + Penalty 3289.943854 = -2436432.518897
  nChanged 46
		SP:Iteration 30Q (82381.620000 sec): 3 clusters
  Score: Raw -2439732.340823 + Penalty 3289.943854 = -2436442.396968
  nChanged 48
		SP:Iteration 31Q (82381.930000 sec): 3 clusters
  Score: Raw -2439743.706857 + Penalty 3289.943854 = -2436453.763002
  nChanged 48
		SP:Iteration 32Q (82382.170000 sec): 3 clusters
  Score: Raw -2439755.793408 + Penalty 3289.943854 = -2436465.849554
  nChanged 56
		SP:Iteration 33Q (82382.450000 sec): 3 clusters
  Score: Raw -2439774.319548 + Penalty 3289.943854 = -2436484.375693
  nChanged 51
		SP:Iteration 34Q (82382.740000 sec): 3 clusters
  Score: Raw -2439787.807123 + Penalty 3289.943854 = -2436497.863268
  nChanged 57
		SP:Iteration 35Q (82382.980000 sec): 3 clusters
  Score: Raw -2439805.825033 + Penalty 3289.943854 = -2436515.881179
  nChanged 57
		SP:Iteration 36Q (82383.320000 sec): 3 clusters
  Score: Raw -2439823.738312 + Penalty 3289.943854 = -2436533.794457
  nChanged 48
		SP:Iteration 37Q (82383.600000 sec): 3 clusters
  Score: Raw -2439836.284416 + Penalty 3289.943854 = -2436546.340562
  nChanged 42
		SP:Iteration 38Q (82383.870000 sec): 3 clusters
  Score: Raw -2439846.814145 + Penalty 3289.943854 = -2436556.870291
  nChanged 35
		SP:Iteration 39Q (82384.210000 sec): 3 clusters
  Score: Raw -2439855.476075 + Penalty 3289.943854 = -2436565.532221
  nChanged 42
		SP:Iteration 40F (82384.530000 sec): 3 clusters
  Score: Raw -2439867.017924 + Penalty 3289.943854 = -2436577.074069
  nChanged 35
		SP:Iteration 41Q (82384.800000 sec): 3 clusters
  Score: Raw -2439874.734159 + Penalty 3289.943854 = -2436584.790305
  nChanged 29
		SP:Iteration 42Q (82385.070000 sec): 3 clusters
  Score: Raw -2439879.558513 + Penalty 3289.943854 = -2436589.614658
  nChanged 18
		SP:Iteration 43Q (82385.320000 sec): 3 clusters
  Score: Raw -2439882.298117 + Penalty 3289.943854 = -2436592.354263
  nChanged 11
		SP:Iteration 44Q (82385.610000 sec): 3 clusters
  Score: Raw -2439884.704570 + Penalty 3289.943854 = -2436594.760716
  nChanged 8
		SP:Iteration 45Q (82385.970000 sec): 3 clusters
  Score: Raw -2439886.041054 + Penalty 3289.943854 = -2436596.097199
  nChanged 7
		SP:Iteration 46Q (82386.240000 sec): 3 clusters
  Score: Raw -2439886.994175 + Penalty 3289.943854 = -2436597.050321
  nChanged 7
		SP:Iteration 47Q (82386.540000 sec): 3 clusters
  Score: Raw -2439888.475060 + Penalty 3289.943854 = -2436598.531205
  nChanged 7
		SP:Iteration 48Q (82386.890000 sec): 3 clusters
  Score: Raw -2439889.576555 + Penalty 3289.943854 = -2436599.632700
  nChanged 6
		SP:Iteration 49Q (82387.150000 sec): 3 clusters
  Score: Raw -2439890.202386 + Penalty 3289.943854 = -2436600.258531
  nChanged 1
		SP:Iteration 50Q (82387.390000 sec): 3 clusters
  Score: Raw -2439890.246004 + Penalty 3289.943854 = -2436600.302149
  nChanged 0
		SP:Iteration 51F (82387.690000 sec): 3 clusters
  Score: Raw -2439890.246004 + Penalty 3289.943854 = -2436600.302149
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (4012 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82387.840000 sec): 2 clusters
  Score: Raw -381957.557220 + Penalty 1348.269837 = -380609.287383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82388.060000 sec): 3 clusters
  Score: Raw -379970.206874 + Penalty 2696.539673 = -377273.667200
  nChanged 1614
		SP:Iteration 1F (82388.250000 sec): 3 clusters
  Score: Raw -380967.180090 + Penalty 2696.539673 = -378270.640417
  nChanged 370
		SP:Iteration 2F (82388.470000 sec): 3 clusters
  Score: Raw -381253.535582 + Penalty 2696.539673 = -378556.995909
  nChanged 282
		SP:Iteration 3F (82388.660000 sec): 3 clusters
  Score: Raw -381484.246559 + Penalty 2696.539673 = -378787.706886
  nChanged 256
		SP:Iteration 4F (82388.870000 sec): 3 clusters
  Score: Raw -381750.024805 + Penalty 2696.539673 = -379053.485132
  nChanged 229
		SP:Iteration 5F (82389.080000 sec): 3 clusters
  Score: Raw -382015.995793 + Penalty 2696.539673 = -379319.456120
  nChanged 197
		SP:Iteration 6Q (82389.250000 sec): 3 clusters
  Score: Raw -382226.541131 + Penalty 2696.539673 = -379530.001458
  nChanged 157
		SP:Iteration 7Q (82389.440000 sec): 3 clusters
  Score: Raw -382367.766266 + Penalty 2696.539673 = -379671.226593
  nChanged 102
		SP:Iteration 8Q (82389.580000 sec): 3 clusters
  Score: Raw -382447.376011 + Penalty 2696.539673 = -379750.836337
  nChanged 81
		SP:Iteration 9Q (82389.770000 sec): 3 clusters
  Score: Raw -382508.929537 + Penalty 2696.539673 = -379812.389864
  nChanged 62
		SP:Iteration 10Q (82389.960000 sec): 3 clusters
  Score: Raw -382550.065262 + Penalty 2696.539673 = -379853.525589
  nChanged 48
		SP:Iteration 11Q (82390.140000 sec): 3 clusters
  Score: Raw -382569.435704 + Penalty 2696.539673 = -379872.896030
  nChanged 38
		SP:Iteration 12Q (82390.320000 sec): 3 clusters
  Score: Raw -382584.636282 + Penalty 2696.539673 = -379888.096608
  nChanged 24
		SP:Iteration 13Q (82390.530000 sec): 3 clusters
  Score: Raw -382594.952931 + Penalty 2696.539673 = -379898.413257
  nChanged 13
		SP:Iteration 14Q (82390.700000 sec): 3 clusters
  Score: Raw -382600.218572 + Penalty 2696.539673 = -379903.678898
  nChanged 20
		SP:Iteration 15Q (82390.880000 sec): 3 clusters
  Score: Raw -382609.898376 + Penalty 2696.539673 = -379913.358703
  nChanged 27
		SP:Iteration 16Q (82391.110000 sec): 3 clusters
  Score: Raw -382620.365745 + Penalty 2696.539673 = -379923.826072
  nChanged 19
		SP:Iteration 17Q (82391.290000 sec): 3 clusters
  Score: Raw -382628.922524 + Penalty 2696.539673 = -379932.382851
  nChanged 27
		SP:Iteration 18Q (82391.470000 sec): 3 clusters
  Score: Raw -382640.925263 + Penalty 2696.539673 = -379944.385590
  nChanged 28
		SP:Iteration 19Q (82391.680000 sec): 3 clusters
  Score: Raw -382654.274005 + Penalty 2696.539673 = -379957.734331
  nChanged 32
		SP:Iteration 20F (82391.840000 sec): 3 clusters
  Score: Raw -382669.299291 + Penalty 2696.539673 = -379972.759618
  nChanged 25
		SP:Iteration 21Q (82392.040000 sec): 3 clusters
  Score: Raw -382678.871975 + Penalty 2696.539673 = -379982.332302
  nChanged 18
		SP:Iteration 22Q (82392.230000 sec): 3 clusters
  Score: Raw -382685.731783 + Penalty 2696.539673 = -379989.192109
  nChanged 15
		SP:Iteration 23Q (82392.380000 sec): 3 clusters
  Score: Raw -382691.065765 + Penalty 2696.539673 = -379994.526092
  nChanged 11
		SP:Iteration 24Q (82392.570000 sec): 3 clusters
  Score: Raw -382693.332516 + Penalty 2696.539673 = -379996.792843
  nChanged 4
		SP:Iteration 25Q (82392.810000 sec): 3 clusters
  Score: Raw -382693.986961 + Penalty 2696.539673 = -379997.447287
  nChanged 3
		SP:Iteration 26Q (82393.010000 sec): 3 clusters
  Score: Raw -382694.588718 + Penalty 2696.539673 = -379998.049045
  nChanged 2
		SP:Iteration 27Q (82393.180000 sec): 3 clusters
  Score: Raw -382696.911128 + Penalty 2696.539673 = -380000.371455
  nChanged 5
		SP:Iteration 28Q (82393.400000 sec): 3 clusters
  Score: Raw -382697.564014 + Penalty 2696.539673 = -380001.024340
  nChanged 4
		SP:Iteration 29Q (82393.640000 sec): 3 clusters
  Score: Raw -382698.103317 + Penalty 2696.539673 = -380001.563644
  nChanged 3
		SP:Iteration 30Q (82393.830000 sec): 3 clusters
  Score: Raw -382698.488529 + Penalty 2696.539673 = -380001.948856
  nChanged 1
		SP:Iteration 31Q (82394.040000 sec): 3 clusters
  Score: Raw -382698.662709 + Penalty 2696.539673 = -380002.123036
  nChanged 3
		SP:Iteration 32Q (82394.190000 sec): 3 clusters
  Score: Raw -382699.660686 + Penalty 2696.539673 = -380003.121013
  nChanged 4
		SP:Iteration 33Q (82394.380000 sec): 3 clusters
  Score: Raw -382701.242970 + Penalty 2696.539673 = -380004.703297
  nChanged 9
		SP:Iteration 34Q (82394.540000 sec): 3 clusters
  Score: Raw -382703.184845 + Penalty 2696.539673 = -380006.645172
  nChanged 5
		SP:Iteration 35Q (82394.720000 sec): 3 clusters
  Score: Raw -382704.893275 + Penalty 2696.539673 = -380008.353602
  nChanged 6
		SP:Iteration 36Q (82394.920000 sec): 3 clusters
  Score: Raw -382706.187756 + Penalty 2696.539673 = -380009.648082
  nChanged 4
		SP:Iteration 37Q (82395.080000 sec): 3 clusters
  Score: Raw -382707.850358 + Penalty 2696.539673 = -380011.310684
  nChanged 4
		SP:Iteration 38Q (82395.280000 sec): 3 clusters
  Score: Raw -382708.783001 + Penalty 2696.539673 = -380012.243328
  nChanged 3
		SP:Iteration 39Q (82395.460000 sec): 3 clusters
  Score: Raw -382709.595280 + Penalty 2696.539673 = -380013.055606
  nChanged 2
		SP:Iteration 40F (82395.630000 sec): 3 clusters
  Score: Raw -382711.876401 + Penalty 2696.539673 = -380015.336727
  nChanged 5
		SP:Iteration 41Q (82395.830000 sec): 3 clusters
  Score: Raw -382714.628836 + Penalty 2696.539673 = -380018.089162
  nChanged 4
		SP:Iteration 42Q (82396.010000 sec): 3 clusters
  Score: Raw -382716.001571 + Penalty 2696.539673 = -380019.461897
  nChanged 7
		SP:Iteration 43Q (82396.200000 sec): 3 clusters
  Score: Raw -382718.084289 + Penalty 2696.539673 = -380021.544615
  nChanged 4
		SP:Iteration 44Q (82396.440000 sec): 3 clusters
  Score: Raw -382718.942092 + Penalty 2696.539673 = -380022.402418
  nChanged 3
		SP:Iteration 45Q (82396.640000 sec): 3 clusters
  Score: Raw -382720.340831 + Penalty 2696.539673 = -380023.801158
  nChanged 5
		SP:Iteration 46Q (82396.830000 sec): 3 clusters
  Score: Raw -382722.488551 + Penalty 2696.539673 = -380025.948877
  nChanged 9
		SP:Iteration 47Q (82397.010000 sec): 3 clusters
  Score: Raw -382727.551276 + Penalty 2696.539673 = -380031.011602
  nChanged 5
		SP:Iteration 48Q (82397.200000 sec): 3 clusters
  Score: Raw -382728.414877 + Penalty 2696.539673 = -380031.875204
  nChanged 2
		SP:Iteration 49Q (82397.330000 sec): 3 clusters
  Score: Raw -382729.172451 + Penalty 2696.539673 = -380032.632778
  nChanged 2
		SP:Iteration 50Q (82397.480000 sec): 3 clusters
  Score: Raw -382729.765854 + Penalty 2696.539673 = -380033.226181
  nChanged 1
		SP:Iteration 51Q (82397.640000 sec): 3 clusters
  Score: Raw -382729.809941 + Penalty 2696.539673 = -380033.270268
  nChanged 0
		SP:Iteration 52F (82397.780000 sec): 3 clusters
  Score: Raw -382729.809941 + Penalty 2696.539673 = -380033.270268
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (8674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82397.910000 sec): 2 clusters
  Score: Raw -863061.480148 + Penalty 1473.563865 = -861587.916283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82398.070000 sec): 3 clusters
  Score: Raw -858170.664846 + Penalty 2947.127730 = -855223.537115
  nChanged 3730
		SP:Iteration 1F (82398.270000 sec): 3 clusters
  Score: Raw -860371.613190 + Penalty 2947.127730 = -857424.485459
  nChanged 600
		SP:Iteration 2F (82398.470000 sec): 3 clusters
  Score: Raw -860692.127773 + Penalty 2947.127730 = -857745.000043
  nChanged 521
		SP:Iteration 3F (82398.740000 sec): 3 clusters
  Score: Raw -860960.064985 + Penalty 2947.127730 = -858012.937255
  nChanged 430
		SP:Iteration 4Q (82398.930000 sec): 3 clusters
  Score: Raw -861177.423897 + Penalty 2947.127730 = -858230.296167
  nChanged 461
		SP:Iteration 5F (82399.150000 sec): 3 clusters
  Score: Raw -861430.015005 + Penalty 2947.127730 = -858482.887274
  nChanged 436
		SP:Iteration 6F (82399.420000 sec): 3 clusters
  Score: Raw -861714.761965 + Penalty 2947.127730 = -858767.634234
  nChanged 458
		SP:Iteration 7F (82399.640000 sec): 3 clusters
  Score: Raw -862015.275769 + Penalty 2947.127730 = -859068.148039
  nChanged 407
		SP:Iteration 8Q (82399.890000 sec): 3 clusters
  Score: Raw -862276.167827 + Penalty 2947.127730 = -859329.040096
  nChanged 341
		SP:Iteration 9Q (82400.120000 sec): 3 clusters
  Score: Raw -862489.248025 + Penalty 2947.127730 = -859542.120295
  nChanged 306
		SP:Iteration 10Q (82400.370000 sec): 3 clusters
  Score: Raw -862677.051824 + Penalty 2947.127730 = -859729.924094
  nChanged 271
		SP:Iteration 11Q (82400.560000 sec): 3 clusters
  Score: Raw -862833.229869 + Penalty 2947.127730 = -859886.102138
  nChanged 207
		SP:Iteration 12Q (82400.800000 sec): 3 clusters
  Score: Raw -862953.329762 + Penalty 2947.127730 = -860006.202032
  nChanged 169
		SP:Iteration 13Q (82401.020000 sec): 3 clusters
  Score: Raw -863047.595994 + Penalty 2947.127730 = -860100.468263
  nChanged 149
		SP:Iteration 14Q (82401.230000 sec): 3 clusters
  Score: Raw -863134.096468 + Penalty 2947.127730 = -860186.968737
  nChanged 136
		SP:Iteration 15Q (82401.420000 sec): 3 clusters
  Score: Raw -863225.746368 + Penalty 2947.127730 = -860278.618637
  nChanged 128
		SP:Iteration 16Q (82401.620000 sec): 3 clusters
  Score: Raw -863319.234152 + Penalty 2947.127730 = -860372.106421
  nChanged 115
		SP:Iteration 17Q (82401.840000 sec): 3 clusters
  Score: Raw -863391.682036 + Penalty 2947.127730 = -860444.554306
  nChanged 85
		SP:Iteration 18Q (82402.020000 sec): 3 clusters
  Score: Raw -863443.236020 + Penalty 2947.127730 = -860496.108290
  nChanged 83
		SP:Iteration 19Q (82402.250000 sec): 3 clusters
  Score: Raw -863489.372251 + Penalty 2947.127730 = -860542.244520
  nChanged 62
		SP:Iteration 20F (82402.460000 sec): 3 clusters
  Score: Raw -863516.698738 + Penalty 2947.127730 = -860569.571007
  nChanged 47
		SP:Iteration 21Q (82402.690000 sec): 3 clusters
  Score: Raw -863532.206675 + Penalty 2947.127730 = -860585.078945
  nChanged 38
		SP:Iteration 22Q (82402.900000 sec): 3 clusters
  Score: Raw -863544.816125 + Penalty 2947.127730 = -860597.688395
  nChanged 27
		SP:Iteration 23Q (82403.170000 sec): 3 clusters
  Score: Raw -863553.845187 + Penalty 2947.127730 = -860606.717456
  nChanged 22
		SP:Iteration 24Q (82403.360000 sec): 3 clusters
  Score: Raw -863558.034333 + Penalty 2947.127730 = -860610.906602
  nChanged 16
		SP:Iteration 25Q (82403.590000 sec): 3 clusters
  Score: Raw -863562.205047 + Penalty 2947.127730 = -860615.077316
  nChanged 15
		SP:Iteration 26Q (82403.850000 sec): 3 clusters
  Score: Raw -863565.306242 + Penalty 2947.127730 = -860618.178512
  nChanged 7
		SP:Iteration 27Q (82404.090000 sec): 3 clusters
  Score: Raw -863566.842250 + Penalty 2947.127730 = -860619.714519
  nChanged 7
		SP:Iteration 28Q (82404.280000 sec): 3 clusters
  Score: Raw -863569.333114 + Penalty 2947.127730 = -860622.205384
  nChanged 9
		SP:Iteration 29Q (82404.500000 sec): 3 clusters
  Score: Raw -863572.448132 + Penalty 2947.127730 = -860625.320402
  nChanged 7
		SP:Iteration 30Q (82404.660000 sec): 3 clusters
  Score: Raw -863573.744770 + Penalty 2947.127730 = -860626.617040
  nChanged 6
		SP:Iteration 31Q (82404.900000 sec): 3 clusters
  Score: Raw -863574.854319 + Penalty 2947.127730 = -860627.726588
  nChanged 4
		SP:Iteration 32Q (82405.100000 sec): 3 clusters
  Score: Raw -863575.780652 + Penalty 2947.127730 = -860628.652922
  nChanged 3
		SP:Iteration 33Q (82405.290000 sec): 3 clusters
  Score: Raw -863576.988124 + Penalty 2947.127730 = -860629.860393
  nChanged 2
		SP:Iteration 34Q (82405.520000 sec): 3 clusters
  Score: Raw -863577.368196 + Penalty 2947.127730 = -860630.240465
  nChanged 2
		SP:Iteration 35Q (82405.730000 sec): 3 clusters
  Score: Raw -863577.674550 + Penalty 2947.127730 = -860630.546819
  nChanged 4
		SP:Iteration 36Q (82405.940000 sec): 3 clusters
  Score: Raw -863578.209682 + Penalty 2947.127730 = -860631.081951
  nChanged 2
		SP:Iteration 37Q (82406.160000 sec): 3 clusters
  Score: Raw -863578.675074 + Penalty 2947.127730 = -860631.547344
  nChanged 2
		SP:Iteration 38Q (82406.370000 sec): 3 clusters
  Score: Raw -863579.023122 + Penalty 2947.127730 = -860631.895392
  nChanged 0
		SP:Iteration 39F (82406.590000 sec): 3 clusters
  Score: Raw -863579.023122 + Penalty 2947.127730 = -860631.895392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82406.740000 sec): 2 clusters
  Score: Raw -1535574.142433 + Penalty 1557.149019 = -1534016.993414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82406.930000 sec): 3 clusters
  Score: Raw -1527111.387605 + Penalty 3114.298038 = -1523997.089567
  nChanged 6508
		SP:Iteration 1F (82407.160000 sec): 3 clusters
  Score: Raw -1530577.937777 + Penalty 3114.298038 = -1527463.639740
  nChanged 846
		SP:Iteration 2F (82407.420000 sec): 3 clusters
  Score: Raw -1530956.420692 + Penalty 3114.298038 = -1527842.122654
  nChanged 847
		SP:Iteration 3F (82407.680000 sec): 3 clusters
  Score: Raw -1531353.341344 + Penalty 3114.298038 = -1528239.043306
  nChanged 861
		SP:Iteration 4F (82407.880000 sec): 3 clusters
  Score: Raw -1531826.946350 + Penalty 3114.298038 = -1528712.648312
  nChanged 885
		SP:Iteration 5F (82408.150000 sec): 3 clusters
  Score: Raw -1532383.313623 + Penalty 3114.298038 = -1529269.015586
  nChanged 907
		SP:Iteration 6F (82408.340000 sec): 3 clusters
  Score: Raw -1532980.868928 + Penalty 3114.298038 = -1529866.570891
  nChanged 834
		SP:Iteration 7F (82408.580000 sec): 3 clusters
  Score: Raw -1533536.400662 + Penalty 3114.298038 = -1530422.102624
  nChanged 698
		SP:Iteration 8Q (82408.810000 sec): 3 clusters
  Score: Raw -1534008.924649 + Penalty 3114.298038 = -1530894.626611
  nChanged 601
		SP:Iteration 9Q (82409.050000 sec): 3 clusters
  Score: Raw -1534443.492124 + Penalty 3114.298038 = -1531329.194086
  nChanged 475
		SP:Iteration 10Q (82409.290000 sec): 3 clusters
  Score: Raw -1534796.084700 + Penalty 3114.298038 = -1531681.786662
  nChanged 368
		SP:Iteration 11Q (82409.540000 sec): 3 clusters
  Score: Raw -1535091.303016 + Penalty 3114.298038 = -1531977.004978
  nChanged 270
		SP:Iteration 12Q (82409.760000 sec): 3 clusters
  Score: Raw -1535320.534329 + Penalty 3114.298038 = -1532206.236291
  nChanged 192
		SP:Iteration 13Q (82409.940000 sec): 3 clusters
  Score: Raw -1535489.523459 + Penalty 3114.298038 = -1532375.225421
  nChanged 111
		SP:Iteration 14Q (82410.210000 sec): 3 clusters
  Score: Raw -1535587.065181 + Penalty 3114.298038 = -1532472.767143
  nChanged 62
		SP:Iteration 15Q (82410.430000 sec): 3 clusters
  Score: Raw -1535648.997991 + Penalty 3114.298038 = -1532534.699953
  nChanged 45
		SP:Iteration 16Q (82410.640000 sec): 3 clusters
  Score: Raw -1535693.376590 + Penalty 3114.298038 = -1532579.078553
  nChanged 24
		SP:Iteration 17Q (82410.870000 sec): 3 clusters
  Score: Raw -1535722.184406 + Penalty 3114.298038 = -1532607.886368
  nChanged 19
		SP:Iteration 18Q (82411.110000 sec): 3 clusters
  Score: Raw -1535746.183118 + Penalty 3114.298038 = -1532631.885081
  nChanged 10
		SP:Iteration 19Q (82411.340000 sec): 3 clusters
  Score: Raw -1535755.700255 + Penalty 3114.298038 = -1532641.402217
  nChanged 8
		SP:Iteration 20F (82411.630000 sec): 3 clusters
  Score: Raw -1535763.308769 + Penalty 3114.298038 = -1532649.010731
  nChanged 4
		SP:Iteration 21Q (82411.880000 sec): 3 clusters
  Score: Raw -1535766.982424 + Penalty 3114.298038 = -1532652.684386
  nChanged 5
		SP:Iteration 22Q (82412.110000 sec): 3 clusters
  Score: Raw -1535771.730048 + Penalty 3114.298038 = -1532657.432010
  nChanged 3
		SP:Iteration 23Q (82412.400000 sec): 3 clusters
  Score: Raw -1535775.584883 + Penalty 3114.298038 = -1532661.286845
  nChanged 2
		SP:Iteration 24Q (82412.640000 sec): 3 clusters
  Score: Raw -1535776.642561 + Penalty 3114.298038 = -1532662.344523
  nChanged 0
		SP:Iteration 25F (82412.900000 sec): 3 clusters
  Score: Raw -1535776.642561 + Penalty 3114.298038 = -1532662.344523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (13436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82412.990000 sec): 2 clusters
  Score: Raw -1501860.718560 + Penalty 1544.675104 = -1500316.043456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82413.290000 sec): 3 clusters
  Score: Raw -1494043.945005 + Penalty 3089.350209 = -1490954.594796
  nChanged 5875
		SP:Iteration 1F (82413.520000 sec): 3 clusters
  Score: Raw -1497161.974686 + Penalty 3089.350209 = -1494072.624477
  nChanged 696
		SP:Iteration 2F (82413.760000 sec): 3 clusters
  Score: Raw -1497409.075223 + Penalty 3089.350209 = -1494319.725014
  nChanged 630
		SP:Iteration 3Q (82414.020000 sec): 3 clusters
  Score: Raw -1497606.287108 + Penalty 3089.350209 = -1494516.936899
  nChanged 498
		SP:Iteration 4Q (82414.260000 sec): 3 clusters
  Score: Raw -1497764.903289 + Penalty 3089.350209 = -1494675.553080
  nChanged 455
		SP:Iteration 5Q (82414.530000 sec): 3 clusters
  Score: Raw -1497929.365319 + Penalty 3089.350209 = -1494840.015110
  nChanged 479
		SP:Iteration 6Q (82414.760000 sec): 3 clusters
  Score: Raw -1498121.601229 + Penalty 3089.350209 = -1495032.251020
  nChanged 516
		SP:Iteration 7Q (82414.980000 sec): 3 clusters
  Score: Raw -1498357.397842 + Penalty 3089.350209 = -1495268.047633
  nChanged 598
		SP:Iteration 8Q (82415.260000 sec): 3 clusters
  Score: Raw -1498669.557094 + Penalty 3089.350209 = -1495580.206885
  nChanged 680
		SP:Iteration 9F (82415.500000 sec): 3 clusters
  Score: Raw -1499090.107368 + Penalty 3089.350209 = -1496000.757159
  nChanged 801
		SP:Iteration 10F (82415.750000 sec): 3 clusters
  Score: Raw -1499686.194549 + Penalty 3089.350209 = -1496596.844340
  nChanged 818
		SP:Iteration 11F (82416.000000 sec): 3 clusters
  Score: Raw -1500369.274530 + Penalty 3089.350209 = -1497279.924321
  nChanged 707
		SP:Iteration 12F (82416.250000 sec): 3 clusters
  Score: Raw -1501005.508323 + Penalty 3089.350209 = -1497916.158114
  nChanged 494
		SP:Iteration 13Q (82416.470000 sec): 3 clusters
  Score: Raw -1501471.817033 + Penalty 3089.350209 = -1498382.466824
  nChanged 278
		SP:Iteration 14Q (82416.720000 sec): 3 clusters
  Score: Raw -1501759.671090 + Penalty 3089.350209 = -1498670.320881
  nChanged 119
		SP:Iteration 15Q (82416.950000 sec): 3 clusters
  Score: Raw -1501880.686924 + Penalty 3089.350209 = -1498791.336716
  nChanged 52
		SP:Iteration 16Q (82417.140000 sec): 3 clusters
  Score: Raw -1501943.706548 + Penalty 3089.350209 = -1498854.356339
  nChanged 27
		SP:Iteration 17Q (82417.400000 sec): 3 clusters
  Score: Raw -1501983.678339 + Penalty 3089.350209 = -1498894.328130
  nChanged 16
		SP:Iteration 18Q (82417.620000 sec): 3 clusters
  Score: Raw -1502004.215265 + Penalty 3089.350209 = -1498914.865056
  nChanged 9
		SP:Iteration 19Q (82417.840000 sec): 3 clusters
  Score: Raw -1502013.718232 + Penalty 3089.350209 = -1498924.368023
  nChanged 7
		SP:Iteration 20F (82418.070000 sec): 3 clusters
  Score: Raw -1502022.798037 + Penalty 3089.350209 = -1498933.447828
  nChanged 2
		SP:Iteration 21Q (82418.280000 sec): 3 clusters
  Score: Raw -1502024.416990 + Penalty 3089.350209 = -1498935.066781
  nChanged 1
		SP:Iteration 22Q (82418.530000 sec): 3 clusters
  Score: Raw -1502025.258273 + Penalty 3089.350209 = -1498935.908064
  nChanged 1
		SP:Iteration 23Q (82418.730000 sec): 3 clusters
  Score: Raw -1502026.151225 + Penalty 3089.350209 = -1498936.801016
  nChanged 0
		SP:Iteration 24F (82418.920000 sec): 3 clusters
  Score: Raw -1502026.151225 + Penalty 3089.350209 = -1498936.801016
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82419.030000 sec): 2 clusters
  Score: Raw -444479.927288 + Penalty 1377.342597 = -443102.584691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82419.270000 sec): 3 clusters
  Score: Raw -442125.339336 + Penalty 2754.685194 = -439370.654142
  nChanged 1944
		SP:Iteration 1F (82419.460000 sec): 3 clusters
  Score: Raw -443258.447636 + Penalty 2754.685194 = -440503.762442
  nChanged 433
		SP:Iteration 2F (82419.660000 sec): 3 clusters
  Score: Raw -443626.985669 + Penalty 2754.685194 = -440872.300475
  nChanged 354
		SP:Iteration 3F (82419.820000 sec): 3 clusters
  Score: Raw -443907.371597 + Penalty 2754.685194 = -441152.686403
  nChanged 283
		SP:Iteration 4F (82420.040000 sec): 3 clusters
  Score: Raw -444142.172327 + Penalty 2754.685194 = -441387.487133
  nChanged 259
		SP:Iteration 5F (82420.190000 sec): 3 clusters
  Score: Raw -444365.769536 + Penalty 2754.685194 = -441611.084342
  nChanged 210
		SP:Iteration 6Q (82420.400000 sec): 3 clusters
  Score: Raw -444499.511486 + Penalty 2754.685194 = -441744.826291
  nChanged 171
		SP:Iteration 7Q (82420.590000 sec): 3 clusters
  Score: Raw -444613.986389 + Penalty 2754.685194 = -441859.301195
  nChanged 142
		SP:Iteration 8Q (82420.800000 sec): 3 clusters
  Score: Raw -444711.837749 + Penalty 2754.685194 = -441957.152555
  nChanged 145
		SP:Iteration 9Q (82421.010000 sec): 3 clusters
  Score: Raw -444795.923628 + Penalty 2754.685194 = -442041.238434
  nChanged 107
		SP:Iteration 10Q (82421.200000 sec): 3 clusters
  Score: Raw -444863.542594 + Penalty 2754.685194 = -442108.857400
  nChanged 107
		SP:Iteration 11Q (82421.400000 sec): 3 clusters
  Score: Raw -444947.428007 + Penalty 2754.685194 = -442192.742813
  nChanged 95
		SP:Iteration 12Q (82421.620000 sec): 3 clusters
  Score: Raw -445009.036378 + Penalty 2754.685194 = -442254.351184
  nChanged 93
		SP:Iteration 13Q (82421.760000 sec): 3 clusters
  Score: Raw -445069.115038 + Penalty 2754.685194 = -442314.429843
  nChanged 83
		SP:Iteration 14Q (82421.980000 sec): 3 clusters
  Score: Raw -445119.824791 + Penalty 2754.685194 = -442365.139597
  nChanged 68
		SP:Iteration 15Q (82422.130000 sec): 3 clusters
  Score: Raw -445163.024995 + Penalty 2754.685194 = -442408.339800
  nChanged 80
		SP:Iteration 16Q (82422.330000 sec): 3 clusters
  Score: Raw -445220.297407 + Penalty 2754.685194 = -442465.612213
  nChanged 93
		SP:Iteration 17Q (82422.550000 sec): 3 clusters
  Score: Raw -445288.118555 + Penalty 2754.685194 = -442533.433361
  nChanged 92
		SP:Iteration 18Q (82422.710000 sec): 3 clusters
  Score: Raw -445351.897552 + Penalty 2754.685194 = -442597.212358
  nChanged 85
		SP:Iteration 19Q (82422.910000 sec): 3 clusters
  Score: Raw -445418.249347 + Penalty 2754.685194 = -442663.564153
  nChanged 97
		SP:Iteration 20F (82423.100000 sec): 3 clusters
  Score: Raw -445488.936981 + Penalty 2754.685194 = -442734.251787
  nChanged 109
		SP:Iteration 21Q (82423.290000 sec): 3 clusters
  Score: Raw -445566.358160 + Penalty 2754.685194 = -442811.672966
  nChanged 83
		SP:Iteration 22Q (82423.470000 sec): 3 clusters
  Score: Raw -445633.646038 + Penalty 2754.685194 = -442878.960843
  nChanged 77
		SP:Iteration 23Q (82423.680000 sec): 3 clusters
  Score: Raw -445695.528274 + Penalty 2754.685194 = -442940.843080
  nChanged 82
		SP:Iteration 24Q (82423.820000 sec): 3 clusters
  Score: Raw -445755.276247 + Penalty 2754.685194 = -443000.591053
  nChanged 63
		SP:Iteration 25Q (82424.020000 sec): 3 clusters
  Score: Raw -445797.455418 + Penalty 2754.685194 = -443042.770224
  nChanged 44
		SP:Iteration 26Q (82424.220000 sec): 3 clusters
  Score: Raw -445820.917049 + Penalty 2754.685194 = -443066.231855
  nChanged 22
		SP:Iteration 27Q (82424.410000 sec): 3 clusters
  Score: Raw -445829.439992 + Penalty 2754.685194 = -443074.754798
  nChanged 22
		SP:Iteration 28Q (82424.590000 sec): 3 clusters
  Score: Raw -445839.714996 + Penalty 2754.685194 = -443085.029802
  nChanged 22
		SP:Iteration 29Q (82424.770000 sec): 3 clusters
  Score: Raw -445849.494565 + Penalty 2754.685194 = -443094.809371
  nChanged 24
		SP:Iteration 30Q (82424.980000 sec): 3 clusters
  Score: Raw -445859.592126 + Penalty 2754.685194 = -443104.906932
  nChanged 17
		SP:Iteration 31Q (82425.160000 sec): 3 clusters
  Score: Raw -445867.182345 + Penalty 2754.685194 = -443112.497150
  nChanged 15
		SP:Iteration 32Q (82425.380000 sec): 3 clusters
  Score: Raw -445872.494331 + Penalty 2754.685194 = -443117.809137
  nChanged 11
		SP:Iteration 33Q (82425.540000 sec): 3 clusters
  Score: Raw -445875.119984 + Penalty 2754.685194 = -443120.434790
  nChanged 5
		SP:Iteration 34Q (82425.750000 sec): 3 clusters
  Score: Raw -445876.793045 + Penalty 2754.685194 = -443122.107851
  nChanged 5
		SP:Iteration 35Q (82425.900000 sec): 3 clusters
  Score: Raw -445878.488369 + Penalty 2754.685194 = -443123.803175
  nChanged 7
		SP:Iteration 36Q (82426.140000 sec): 3 clusters
  Score: Raw -445881.759619 + Penalty 2754.685194 = -443127.074425
  nChanged 4
		SP:Iteration 37Q (82426.310000 sec): 3 clusters
  Score: Raw -445883.023122 + Penalty 2754.685194 = -443128.337927
  nChanged 2
		SP:Iteration 38Q (82426.510000 sec): 3 clusters
  Score: Raw -445883.776558 + Penalty 2754.685194 = -443129.091364
  nChanged 4
		SP:Iteration 39Q (82426.690000 sec): 3 clusters
  Score: Raw -445884.438240 + Penalty 2754.685194 = -443129.753046
  nChanged 0
		SP:Iteration 40F (82426.890000 sec): 3 clusters
  Score: Raw -445884.438240 + Penalty 2754.685194 = -443129.753046
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (12312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82426.990000 sec): 2 clusters
  Score: Raw -1305878.890927 + Penalty 1530.478572 = -1304348.412355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82427.200000 sec): 3 clusters
  Score: Raw -1298808.083081 + Penalty 3060.957145 = -1295747.125937
  nChanged 5339
		SP:Iteration 1F (82427.410000 sec): 3 clusters
  Score: Raw -1301686.815275 + Penalty 3060.957145 = -1298625.858130
  nChanged 766
		SP:Iteration 2F (82427.650000 sec): 3 clusters
  Score: Raw -1302046.121057 + Penalty 3060.957145 = -1298985.163913
  nChanged 688
		SP:Iteration 3F (82427.890000 sec): 3 clusters
  Score: Raw -1302402.804668 + Penalty 3060.957145 = -1299341.847523
  nChanged 686
		SP:Iteration 4F (82428.100000 sec): 3 clusters
  Score: Raw -1302800.260915 + Penalty 3060.957145 = -1299739.303770
  nChanged 734
		SP:Iteration 5F (82428.310000 sec): 3 clusters
  Score: Raw -1303253.382539 + Penalty 3060.957145 = -1300192.425394
  nChanged 709
		SP:Iteration 6F (82428.590000 sec): 3 clusters
  Score: Raw -1303770.268692 + Penalty 3060.957145 = -1300709.311548
  nChanged 737
		SP:Iteration 7F (82428.830000 sec): 3 clusters
  Score: Raw -1304403.173412 + Penalty 3060.957145 = -1301342.216268
  nChanged 706
		SP:Iteration 8F (82429.050000 sec): 3 clusters
  Score: Raw -1305070.718192 + Penalty 3060.957145 = -1302009.761048
  nChanged 691
		SP:Iteration 9F (82429.240000 sec): 3 clusters
  Score: Raw -1305712.119389 + Penalty 3060.957145 = -1302651.162245
  nChanged 584
		SP:Iteration 10Q (82429.450000 sec): 3 clusters
  Score: Raw -1306238.329350 + Penalty 3060.957145 = -1303177.372205
  nChanged 496
		SP:Iteration 11Q (82429.650000 sec): 3 clusters
  Score: Raw -1306548.756924 + Penalty 3060.957145 = -1303487.799779
  nChanged 326
		SP:Iteration 12Q (82429.880000 sec): 3 clusters
  Score: Raw -1306711.824631 + Penalty 3060.957145 = -1303650.867487
  nChanged 218
		SP:Iteration 13Q (82430.130000 sec): 3 clusters
  Score: Raw -1306784.029668 + Penalty 3060.957145 = -1303723.072524
  nChanged 139
		SP:Iteration 14Q (82430.340000 sec): 3 clusters
  Score: Raw -1306823.850130 + Penalty 3060.957145 = -1303762.892985
  nChanged 92
		SP:Iteration 15Q (82430.560000 sec): 3 clusters
  Score: Raw -1306841.517871 + Penalty 3060.957145 = -1303780.560727
  nChanged 61
		SP:Iteration 16Q (82430.760000 sec): 3 clusters
  Score: Raw -1306851.019746 + Penalty 3060.957145 = -1303790.062602
  nChanged 53
		SP:Iteration 17Q (82430.970000 sec): 3 clusters
  Score: Raw -1306859.318568 + Penalty 3060.957145 = -1303798.361424
  nChanged 43
		SP:Iteration 18Q (82431.220000 sec): 3 clusters
  Score: Raw -1306866.096458 + Penalty 3060.957145 = -1303805.139313
  nChanged 39
		SP:Iteration 19Q (82431.470000 sec): 3 clusters
  Score: Raw -1306871.834341 + Penalty 3060.957145 = -1303810.877196
  nChanged 30
		SP:Iteration 20F (82431.710000 sec): 3 clusters
  Score: Raw -1306876.589520 + Penalty 3060.957145 = -1303815.632375
  nChanged 32
		SP:Iteration 21Q (82431.930000 sec): 3 clusters
  Score: Raw -1306883.125059 + Penalty 3060.957145 = -1303822.167915
  nChanged 41
		SP:Iteration 22Q (82432.150000 sec): 3 clusters
  Score: Raw -1306889.562636 + Penalty 3060.957145 = -1303828.605492
  nChanged 27
		SP:Iteration 23Q (82432.420000 sec): 3 clusters
  Score: Raw -1306893.646702 + Penalty 3060.957145 = -1303832.689557
  nChanged 23
		SP:Iteration 24Q (82432.650000 sec): 3 clusters
  Score: Raw -1306896.401956 + Penalty 3060.957145 = -1303835.444811
  nChanged 24
		SP:Iteration 25Q (82432.880000 sec): 3 clusters
  Score: Raw -1306899.440641 + Penalty 3060.957145 = -1303838.483497
  nChanged 21
		SP:Iteration 26Q (82433.090000 sec): 3 clusters
  Score: Raw -1306902.134580 + Penalty 3060.957145 = -1303841.177435
  nChanged 16
		SP:Iteration 27Q (82433.330000 sec): 3 clusters
  Score: Raw -1306903.410723 + Penalty 3060.957145 = -1303842.453579
  nChanged 16
		SP:Iteration 28Q (82433.590000 sec): 3 clusters
  Score: Raw -1306905.184140 + Penalty 3060.957145 = -1303844.226995
  nChanged 12
		SP:Iteration 29Q (82433.790000 sec): 3 clusters
  Score: Raw -1306906.377381 + Penalty 3060.957145 = -1303845.420236
  nChanged 9
		SP:Iteration 30Q (82434.010000 sec): 3 clusters
  Score: Raw -1306907.293887 + Penalty 3060.957145 = -1303846.336743
  nChanged 7
		SP:Iteration 31Q (82434.270000 sec): 3 clusters
  Score: Raw -1306908.200749 + Penalty 3060.957145 = -1303847.243605
  nChanged 8
		SP:Iteration 32Q (82434.530000 sec): 3 clusters
  Score: Raw -1306909.336768 + Penalty 3060.957145 = -1303848.379624
  nChanged 17
		SP:Iteration 33Q (82434.760000 sec): 3 clusters
  Score: Raw -1306912.285107 + Penalty 3060.957145 = -1303851.327962
  nChanged 20
		SP:Iteration 34Q (82434.950000 sec): 3 clusters
  Score: Raw -1306915.577829 + Penalty 3060.957145 = -1303854.620684
  nChanged 21
		SP:Iteration 35Q (82435.190000 sec): 3 clusters
  Score: Raw -1306918.050970 + Penalty 3060.957145 = -1303857.093825
  nChanged 19
		SP:Iteration 36Q (82435.380000 sec): 3 clusters
  Score: Raw -1306920.777817 + Penalty 3060.957145 = -1303859.820672
  nChanged 11
		SP:Iteration 37Q (82435.610000 sec): 3 clusters
  Score: Raw -1306922.349433 + Penalty 3060.957145 = -1303861.392288
  nChanged 10
		SP:Iteration 38Q (82435.840000 sec): 3 clusters
  Score: Raw -1306923.629459 + Penalty 3060.957145 = -1303862.672314
  nChanged 8
		SP:Iteration 39Q (82436.060000 sec): 3 clusters
  Score: Raw -1306924.470848 + Penalty 3060.957145 = -1303863.513704
  nChanged 11
		SP:Iteration 40F (82436.310000 sec): 3 clusters
  Score: Raw -1306925.519498 + Penalty 3060.957145 = -1303864.562353
  nChanged 10
		SP:Iteration 41Q (82436.560000 sec): 3 clusters
  Score: Raw -1306926.393303 + Penalty 3060.957145 = -1303865.436159
  nChanged 4
		SP:Iteration 42Q (82436.820000 sec): 3 clusters
  Score: Raw -1306926.724812 + Penalty 3060.957145 = -1303865.767667
  nChanged 2
		SP:Iteration 43Q (82437.080000 sec): 3 clusters
  Score: Raw -1306926.840429 + Penalty 3060.957145 = -1303865.883285
  nChanged 0
		SP:Iteration 44F (82437.310000 sec): 3 clusters
  Score: Raw -1306926.840429 + Penalty 3060.957145 = -1303865.883285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (5672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82437.450000 sec): 2 clusters
  Score: Raw -619566.351939 + Penalty 1404.535774 = -618161.816166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82437.640000 sec): 3 clusters
  Score: Raw -616562.710814 + Penalty 2809.071547 = -613753.639267
  nChanged 2342
		SP:Iteration 1F (82437.860000 sec): 3 clusters
  Score: Raw -617838.535275 + Penalty 2809.071547 = -615029.463728
  nChanged 397
		SP:Iteration 2F (82438.100000 sec): 3 clusters
  Score: Raw -618044.746914 + Penalty 2809.071547 = -615235.675367
  nChanged 283
		SP:Iteration 3Q (82438.340000 sec): 3 clusters
  Score: Raw -618197.265830 + Penalty 2809.071547 = -615388.194283
  nChanged 218
		SP:Iteration 4Q (82438.540000 sec): 3 clusters
  Score: Raw -618315.342842 + Penalty 2809.071547 = -615506.271294
  nChanged 213
		SP:Iteration 5Q (82438.780000 sec): 3 clusters
  Score: Raw -618433.506198 + Penalty 2809.071547 = -615624.434651
  nChanged 208
		SP:Iteration 6Q (82438.950000 sec): 3 clusters
  Score: Raw -618543.856090 + Penalty 2809.071547 = -615734.784543
  nChanged 220
		SP:Iteration 7Q (82439.180000 sec): 3 clusters
  Score: Raw -618695.042971 + Penalty 2809.071547 = -615885.971424
  nChanged 265
		SP:Iteration 8Q (82439.410000 sec): 3 clusters
  Score: Raw -618917.192997 + Penalty 2809.071547 = -616108.121450
  nChanged 317
		SP:Iteration 9F (82439.600000 sec): 3 clusters
  Score: Raw -619253.450359 + Penalty 2809.071547 = -616444.378812
  nChanged 386
		SP:Iteration 10F (82439.770000 sec): 3 clusters
  Score: Raw -619785.078180 + Penalty 2809.071547 = -616976.006633
  nChanged 386
		SP:Iteration 11F (82440.030000 sec): 3 clusters
  Score: Raw -620308.199798 + Penalty 2809.071547 = -617499.128251
  nChanged 331
		SP:Iteration 12F (82440.220000 sec): 3 clusters
  Score: Raw -620663.726795 + Penalty 2809.071547 = -617854.655248
  nChanged 218
		SP:Iteration 13Q (82440.420000 sec): 3 clusters
  Score: Raw -620830.674255 + Penalty 2809.071547 = -618021.602708
  nChanged 119
		SP:Iteration 14Q (82440.640000 sec): 3 clusters
  Score: Raw -620913.111195 + Penalty 2809.071547 = -618104.039648
  nChanged 99
		SP:Iteration 15Q (82440.840000 sec): 3 clusters
  Score: Raw -620992.321148 + Penalty 2809.071547 = -618183.249600
  nChanged 89
		SP:Iteration 16Q (82441.030000 sec): 3 clusters
  Score: Raw -621095.292349 + Penalty 2809.071547 = -618286.220802
  nChanged 86
		SP:Iteration 17Q (82441.200000 sec): 3 clusters
  Score: Raw -621209.556850 + Penalty 2809.071547 = -618400.485303
  nChanged 76
		SP:Iteration 18Q (82441.420000 sec): 3 clusters
  Score: Raw -621307.424505 + Penalty 2809.071547 = -618498.352958
  nChanged 49
		SP:Iteration 19Q (82441.640000 sec): 3 clusters
  Score: Raw -621353.049059 + Penalty 2809.071547 = -618543.977512
  nChanged 32
		SP:Iteration 20F (82441.870000 sec): 3 clusters
  Score: Raw -621372.979611 + Penalty 2809.071547 = -618563.908064
  nChanged 17
		SP:Iteration 21Q (82442.080000 sec): 3 clusters
  Score: Raw -621379.776889 + Penalty 2809.071547 = -618570.705342
  nChanged 11
		SP:Iteration 22Q (82442.300000 sec): 3 clusters
  Score: Raw -621383.319151 + Penalty 2809.071547 = -618574.247604
  nChanged 7
		SP:Iteration 23Q (82442.460000 sec): 3 clusters
  Score: Raw -621385.685746 + Penalty 2809.071547 = -618576.614199
  nChanged 6
		SP:Iteration 24Q (82442.650000 sec): 3 clusters
  Score: Raw -621387.775542 + Penalty 2809.071547 = -618578.703994
  nChanged 4
		SP:Iteration 25Q (82442.890000 sec): 3 clusters
  Score: Raw -621388.574993 + Penalty 2809.071547 = -618579.503446
  nChanged 1
		SP:Iteration 26Q (82443.050000 sec): 3 clusters
  Score: Raw -621388.714529 + Penalty 2809.071547 = -618579.642981
  nChanged 1
		SP:Iteration 27Q (82443.230000 sec): 3 clusters
  Score: Raw -621388.839526 + Penalty 2809.071547 = -618579.767979
  nChanged 0
		SP:Iteration 28F (82443.400000 sec): 3 clusters
  Score: Raw -621388.839526 + Penalty 2809.071547 = -618579.767979
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (11173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82443.580000 sec): 2 clusters
  Score: Raw -1199388.541275 + Penalty 1514.704008 = -1197873.837267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82443.840000 sec): 3 clusters
  Score: Raw -1192924.949445 + Penalty 3029.408016 = -1189895.541430
  nChanged 4895
		SP:Iteration 1F (82444.070000 sec): 3 clusters
  Score: Raw -1195455.231638 + Penalty 3029.408016 = -1192425.823622
  nChanged 544
		SP:Iteration 2Q (82444.240000 sec): 3 clusters
  Score: Raw -1195651.059740 + Penalty 3029.408016 = -1192621.651725
  nChanged 472
		SP:Iteration 3Q (82444.490000 sec): 3 clusters
  Score: Raw -1195811.764327 + Penalty 3029.408016 = -1192782.356312
  nChanged 404
		SP:Iteration 4Q (82444.710000 sec): 3 clusters
  Score: Raw -1195943.315311 + Penalty 3029.408016 = -1192913.907296
  nChanged 369
		SP:Iteration 5Q (82444.930000 sec): 3 clusters
  Score: Raw -1196075.213515 + Penalty 3029.408016 = -1193045.805499
  nChanged 376
		SP:Iteration 6Q (82445.150000 sec): 3 clusters
  Score: Raw -1196211.687421 + Penalty 3029.408016 = -1193182.279405
  nChanged 375
		SP:Iteration 7Q (82445.360000 sec): 3 clusters
  Score: Raw -1196365.796255 + Penalty 3029.408016 = -1193336.388239
  nChanged 380
		SP:Iteration 8Q (82445.580000 sec): 3 clusters
  Score: Raw -1196559.143550 + Penalty 3029.408016 = -1193529.735534
  nChanged 414
		SP:Iteration 9Q (82445.810000 sec): 3 clusters
  Score: Raw -1196786.214398 + Penalty 3029.408016 = -1193756.806382
  nChanged 446
		SP:Iteration 10Q (82446.000000 sec): 3 clusters
  Score: Raw -1197070.032237 + Penalty 3029.408016 = -1194040.624222
  nChanged 503
		SP:Iteration 11Q (82446.240000 sec): 3 clusters
  Score: Raw -1197432.004627 + Penalty 3029.408016 = -1194402.596612
  nChanged 505
		SP:Iteration 12Q (82446.450000 sec): 3 clusters
  Score: Raw -1197853.053676 + Penalty 3029.408016 = -1194823.645660
  nChanged 499
		SP:Iteration 13Q (82446.700000 sec): 3 clusters
  Score: Raw -1198297.046851 + Penalty 3029.408016 = -1195267.638836
  nChanged 430
		SP:Iteration 14Q (82446.880000 sec): 3 clusters
  Score: Raw -1198660.989009 + Penalty 3029.408016 = -1195631.580994
  nChanged 332
		SP:Iteration 15Q (82447.110000 sec): 3 clusters
  Score: Raw -1198930.332017 + Penalty 3029.408016 = -1195900.924002
  nChanged 224
		SP:Iteration 16Q (82447.290000 sec): 3 clusters
  Score: Raw -1199102.231470 + Penalty 3029.408016 = -1196072.823454
  nChanged 168
		SP:Iteration 17Q (82447.540000 sec): 3 clusters
  Score: Raw -1199228.328813 + Penalty 3029.408016 = -1196198.920797
  nChanged 122
		SP:Iteration 18Q (82447.720000 sec): 3 clusters
  Score: Raw -1199296.368822 + Penalty 3029.408016 = -1196266.960806
  nChanged 72
		SP:Iteration 19Q (82447.950000 sec): 3 clusters
  Score: Raw -1199340.921897 + Penalty 3029.408016 = -1196311.513882
  nChanged 71
		SP:Iteration 20F (82448.140000 sec): 3 clusters
  Score: Raw -1199381.459697 + Penalty 3029.408016 = -1196352.051681
  nChanged 50
		SP:Iteration 21Q (82448.360000 sec): 3 clusters
  Score: Raw -1199408.944133 + Penalty 3029.408016 = -1196379.536117
  nChanged 43
		SP:Iteration 22Q (82448.560000 sec): 3 clusters
  Score: Raw -1199439.148160 + Penalty 3029.408016 = -1196409.740144
  nChanged 46
		SP:Iteration 23Q (82448.770000 sec): 3 clusters
  Score: Raw -1199465.088582 + Penalty 3029.408016 = -1196435.680567
  nChanged 30
		SP:Iteration 24Q (82449.010000 sec): 3 clusters
  Score: Raw -1199482.773917 + Penalty 3029.408016 = -1196453.365901
  nChanged 22
		SP:Iteration 25Q (82449.250000 sec): 3 clusters
  Score: Raw -1199496.255148 + Penalty 3029.408016 = -1196466.847132
  nChanged 22
		SP:Iteration 26Q (82449.450000 sec): 3 clusters
  Score: Raw -1199511.349766 + Penalty 3029.408016 = -1196481.941750
  nChanged 28
		SP:Iteration 27Q (82449.700000 sec): 3 clusters
  Score: Raw -1199530.139611 + Penalty 3029.408016 = -1196500.731595
  nChanged 20
		SP:Iteration 28Q (82449.950000 sec): 3 clusters
  Score: Raw -1199545.904252 + Penalty 3029.408016 = -1196516.496236
  nChanged 21
		SP:Iteration 29Q (82450.130000 sec): 3 clusters
  Score: Raw -1199559.171416 + Penalty 3029.408016 = -1196529.763400
  nChanged 15
		SP:Iteration 30Q (82450.360000 sec): 3 clusters
  Score: Raw -1199572.297152 + Penalty 3029.408016 = -1196542.889136
  nChanged 17
		SP:Iteration 31Q (82450.550000 sec): 3 clusters
  Score: Raw -1199584.716548 + Penalty 3029.408016 = -1196555.308533
  nChanged 16
		SP:Iteration 32Q (82450.770000 sec): 3 clusters
  Score: Raw -1199597.129142 + Penalty 3029.408016 = -1196567.721126
  nChanged 11
		SP:Iteration 33Q (82450.950000 sec): 3 clusters
  Score: Raw -1199603.744052 + Penalty 3029.408016 = -1196574.336037
  nChanged 14
		SP:Iteration 34Q (82451.180000 sec): 3 clusters
  Score: Raw -1199615.782508 + Penalty 3029.408016 = -1196586.374492
  nChanged 8
		SP:Iteration 35Q (82451.370000 sec): 3 clusters
  Score: Raw -1199621.190265 + Penalty 3029.408016 = -1196591.782249
  nChanged 5
		SP:Iteration 36Q (82451.580000 sec): 3 clusters
  Score: Raw -1199625.228149 + Penalty 3029.408016 = -1196595.820133
  nChanged 4
		SP:Iteration 37Q (82451.770000 sec): 3 clusters
  Score: Raw -1199628.001527 + Penalty 3029.408016 = -1196598.593511
  nChanged 4
		SP:Iteration 38Q (82452.010000 sec): 3 clusters
  Score: Raw -1199629.848032 + Penalty 3029.408016 = -1196600.440017
  nChanged 1
		SP:Iteration 39Q (82452.200000 sec): 3 clusters
  Score: Raw -1199630.102835 + Penalty 3029.408016 = -1196600.694819
  nChanged 0
		SP:Iteration 40F (82452.480000 sec): 3 clusters
  Score: Raw -1199630.102835 + Penalty 3029.408016 = -1196600.694819
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (82069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82452.870000 sec): 2 clusters
  Score: Raw -8550439.021951 + Penalty 1838.738791 = -8548600.283160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82453.390000 sec): 3 clusters
  Score: Raw -8497493.586703 + Penalty 3677.477582 = -8493816.109121
  nChanged 39110
		SP:Iteration 1F (82453.870000 sec): 3 clusters
  Score: Raw -8521155.336534 + Penalty 3677.477582 = -8517477.858953
  nChanged 3840
		SP:Iteration 2Q (82454.440000 sec): 3 clusters
  Score: Raw -8522650.584622 + Penalty 3677.477582 = -8518973.107041
  nChanged 4535
		SP:Iteration 3F (82454.930000 sec): 3 clusters
  Score: Raw -8524867.455863 + Penalty 3677.477582 = -8521189.978281
  nChanged 5408
		SP:Iteration 4F (82455.450000 sec): 3 clusters
  Score: Raw -8528196.988310 + Penalty 3677.477582 = -8524519.510729
  nChanged 6261
		SP:Iteration 5F (82455.970000 sec): 3 clusters
  Score: Raw -8532972.847710 + Penalty 3677.477582 = -8529295.370128
  nChanged 6665
		SP:Iteration 6F (82456.470000 sec): 3 clusters
  Score: Raw -8538816.844200 + Penalty 3677.477582 = -8535139.366618
  nChanged 5741
		SP:Iteration 7F (82456.970000 sec): 3 clusters
  Score: Raw -8544111.554227 + Penalty 3677.477582 = -8540434.076645
  nChanged 3853
		SP:Iteration 8Q (82457.490000 sec): 3 clusters
  Score: Raw -8547586.293604 + Penalty 3677.477582 = -8543908.816023
  nChanged 2113
		SP:Iteration 9Q (82458.000000 sec): 3 clusters
  Score: Raw -8549349.781642 + Penalty 3677.477582 = -8545672.304060
  nChanged 972
		SP:Iteration 10Q (82458.510000 sec): 3 clusters
  Score: Raw -8550102.738236 + Penalty 3677.477582 = -8546425.260654
  nChanged 432
		SP:Iteration 11Q (82458.970000 sec): 3 clusters
  Score: Raw -8550424.333350 + Penalty 3677.477582 = -8546746.855768
  nChanged 192
		SP:Iteration 12Q (82459.470000 sec): 3 clusters
  Score: Raw -8550568.094251 + Penalty 3677.477582 = -8546890.616669
  nChanged 104
		SP:Iteration 13Q (82459.930000 sec): 3 clusters
  Score: Raw -8550641.789126 + Penalty 3677.477582 = -8546964.311544
  nChanged 64
		SP:Iteration 14Q (82460.390000 sec): 3 clusters
  Score: Raw -8550690.071378 + Penalty 3677.477582 = -8547012.593796
  nChanged 50
		SP:Iteration 15Q (82460.840000 sec): 3 clusters
  Score: Raw -8550726.466686 + Penalty 3677.477582 = -8547048.989104
  nChanged 33
		SP:Iteration 16Q (82461.290000 sec): 3 clusters
  Score: Raw -8550751.434006 + Penalty 3677.477582 = -8547073.956425
  nChanged 24
		SP:Iteration 17Q (82461.750000 sec): 3 clusters
  Score: Raw -8550767.209449 + Penalty 3677.477582 = -8547089.731867
  nChanged 13
		SP:Iteration 18Q (82462.210000 sec): 3 clusters
  Score: Raw -8550776.736923 + Penalty 3677.477582 = -8547099.259341
  nChanged 6
		SP:Iteration 19Q (82462.630000 sec): 3 clusters
  Score: Raw -8550778.828941 + Penalty 3677.477582 = -8547101.351359
  nChanged 1
		SP:Iteration 20F (82463.110000 sec): 3 clusters
  Score: Raw -8550779.551470 + Penalty 3677.477582 = -8547102.073888
  nChanged 2
		SP:Iteration 21Q (82463.520000 sec): 3 clusters
  Score: Raw -8550780.407645 + Penalty 3677.477582 = -8547102.930064
  nChanged 2
		SP:Iteration 22Q (82463.950000 sec): 3 clusters
  Score: Raw -8550781.751897 + Penalty 3677.477582 = -8547104.274316
  nChanged 3
		SP:Iteration 23Q (82464.440000 sec): 3 clusters
  Score: Raw -8550784.574031 + Penalty 3677.477582 = -8547107.096449
  nChanged 3
		SP:Iteration 24Q (82464.970000 sec): 3 clusters
  Score: Raw -8550785.484848 + Penalty 3677.477582 = -8547108.007266
  nChanged 3
		SP:Iteration 25Q (82465.500000 sec): 3 clusters
  Score: Raw -8550786.792567 + Penalty 3677.477582 = -8547109.314986
  nChanged 0
		SP:Iteration 26F (82466.040000 sec): 3 clusters
  Score: Raw -8550786.792567 + Penalty 3677.477582 = -8547109.314986
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82466.150000 sec): 2 clusters
  Score: Raw -20673.149131 + Penalty 893.954459 = -19779.194672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82466.330000 sec): 3 clusters
  Score: Raw -20874.293177 + Penalty 1787.908918 = -19086.384259
  nChanged 43
		SP:Iteration 1F (82466.580000 sec): 3 clusters
  Score: Raw -20988.257938 + Penalty 1787.908918 = -19200.349019
  nChanged 12
		SP:Iteration 2Q (82466.750000 sec): 3 clusters
  Score: Raw -21012.217764 + Penalty 1787.908918 = -19224.308846
  nChanged 4
		SP:Iteration 3Q (82466.920000 sec): 3 clusters
  Score: Raw -21027.579724 + Penalty 1787.908918 = -19239.670806
  nChanged 2
		SP:Iteration 4Q (82467.050000 sec): 3 clusters
  Score: Raw -21033.816750 + Penalty 1787.908918 = -19245.907831
  nChanged 0
		SP:Iteration 5F (82467.270000 sec): 3 clusters
  Score: Raw -21033.816750 + Penalty 1787.908918 = -19245.907831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (11586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82467.360000 sec): 2 clusters
  Score: Raw -1193163.429213 + Penalty 1520.602322 = -1191642.826891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82467.610000 sec): 3 clusters
  Score: Raw -1186548.596811 + Penalty 3041.204644 = -1183507.392167
  nChanged 5106
		SP:Iteration 1F (82467.840000 sec): 3 clusters
  Score: Raw -1189427.354269 + Penalty 3041.204644 = -1186386.149625
  nChanged 782
		SP:Iteration 2F (82468.040000 sec): 3 clusters
  Score: Raw -1189886.074327 + Penalty 3041.204644 = -1186844.869683
  nChanged 769
		SP:Iteration 3F (82468.260000 sec): 3 clusters
  Score: Raw -1190355.732371 + Penalty 3041.204644 = -1187314.527727
  nChanged 773
		SP:Iteration 4F (82468.500000 sec): 3 clusters
  Score: Raw -1190870.638984 + Penalty 3041.204644 = -1187829.434340
  nChanged 741
		SP:Iteration 5F (82468.740000 sec): 3 clusters
  Score: Raw -1191356.892082 + Penalty 3041.204644 = -1188315.687438
  nChanged 658
		SP:Iteration 6F (82468.980000 sec): 3 clusters
  Score: Raw -1191739.157569 + Penalty 3041.204644 = -1188697.952924
  nChanged 570
		SP:Iteration 7Q (82469.200000 sec): 3 clusters
  Score: Raw -1192037.305797 + Penalty 3041.204644 = -1188996.101153
  nChanged 445
		SP:Iteration 8Q (82469.470000 sec): 3 clusters
  Score: Raw -1192234.661011 + Penalty 3041.204644 = -1189193.456367
  nChanged 346
		SP:Iteration 9Q (82469.700000 sec): 3 clusters
  Score: Raw -1192373.096059 + Penalty 3041.204644 = -1189331.891415
  nChanged 275
		SP:Iteration 10Q (82469.940000 sec): 3 clusters
  Score: Raw -1192489.423826 + Penalty 3041.204644 = -1189448.219182
  nChanged 236
		SP:Iteration 11Q (82470.180000 sec): 3 clusters
  Score: Raw -1192582.204805 + Penalty 3041.204644 = -1189541.000161
  nChanged 221
		SP:Iteration 12Q (82470.420000 sec): 3 clusters
  Score: Raw -1192664.231566 + Penalty 3041.204644 = -1189623.026922
  nChanged 214
		SP:Iteration 13Q (82470.660000 sec): 3 clusters
  Score: Raw -1192746.945823 + Penalty 3041.204644 = -1189705.741179
  nChanged 209
		SP:Iteration 14Q (82470.890000 sec): 3 clusters
  Score: Raw -1192834.334236 + Penalty 3041.204644 = -1189793.129592
  nChanged 197
		SP:Iteration 15Q (82471.170000 sec): 3 clusters
  Score: Raw -1192920.275484 + Penalty 3041.204644 = -1189879.070840
  nChanged 194
		SP:Iteration 16Q (82471.430000 sec): 3 clusters
  Score: Raw -1193008.250390 + Penalty 3041.204644 = -1189967.045745
  nChanged 189
		SP:Iteration 17Q (82471.630000 sec): 3 clusters
  Score: Raw -1193097.735584 + Penalty 3041.204644 = -1190056.530940
  nChanged 183
		SP:Iteration 18Q (82471.880000 sec): 3 clusters
  Score: Raw -1193189.959108 + Penalty 3041.204644 = -1190148.754464
  nChanged 175
		SP:Iteration 19Q (82472.120000 sec): 3 clusters
  Score: Raw -1193278.484461 + Penalty 3041.204644 = -1190237.279817
  nChanged 138
		SP:Iteration 20F (82472.320000 sec): 3 clusters
  Score: Raw -1193350.336191 + Penalty 3041.204644 = -1190309.131547
  nChanged 117
		SP:Iteration 21Q (82472.540000 sec): 3 clusters
  Score: Raw -1193406.567798 + Penalty 3041.204644 = -1190365.363154
  nChanged 102
		SP:Iteration 22Q (82472.770000 sec): 3 clusters
  Score: Raw -1193456.034746 + Penalty 3041.204644 = -1190414.830101
  nChanged 91
		SP:Iteration 23Q (82473.010000 sec): 3 clusters
  Score: Raw -1193507.878068 + Penalty 3041.204644 = -1190466.673424
  nChanged 59
		SP:Iteration 24Q (82473.260000 sec): 3 clusters
  Score: Raw -1193537.297974 + Penalty 3041.204644 = -1190496.093329
  nChanged 52
		SP:Iteration 25Q (82473.490000 sec): 3 clusters
  Score: Raw -1193563.862052 + Penalty 3041.204644 = -1190522.657408
  nChanged 54
		SP:Iteration 26Q (82473.740000 sec): 3 clusters
  Score: Raw -1193591.473402 + Penalty 3041.204644 = -1190550.268758
  nChanged 43
		SP:Iteration 27Q (82473.990000 sec): 3 clusters
  Score: Raw -1193616.561152 + Penalty 3041.204644 = -1190575.356507
  nChanged 39
		SP:Iteration 28Q (82474.210000 sec): 3 clusters
  Score: Raw -1193636.035008 + Penalty 3041.204644 = -1190594.830364
  nChanged 45
		SP:Iteration 29Q (82474.500000 sec): 3 clusters
  Score: Raw -1193654.641867 + Penalty 3041.204644 = -1190613.437223
  nChanged 22
		SP:Iteration 30Q (82474.780000 sec): 3 clusters
  Score: Raw -1193666.339935 + Penalty 3041.204644 = -1190625.135291
  nChanged 31
		SP:Iteration 31Q (82475.050000 sec): 3 clusters
  Score: Raw -1193684.826041 + Penalty 3041.204644 = -1190643.621397
  nChanged 34
		SP:Iteration 32Q (82475.250000 sec): 3 clusters
  Score: Raw -1193701.809319 + Penalty 3041.204644 = -1190660.604674
  nChanged 21
		SP:Iteration 33Q (82475.450000 sec): 3 clusters
  Score: Raw -1193712.312119 + Penalty 3041.204644 = -1190671.107475
  nChanged 18
		SP:Iteration 34Q (82475.690000 sec): 3 clusters
  Score: Raw -1193718.972033 + Penalty 3041.204644 = -1190677.767388
  nChanged 11
		SP:Iteration 35Q (82475.920000 sec): 3 clusters
  Score: Raw -1193724.893130 + Penalty 3041.204644 = -1190683.688485
  nChanged 12
		SP:Iteration 36Q (82476.130000 sec): 3 clusters
  Score: Raw -1193729.192903 + Penalty 3041.204644 = -1190687.988258
  nChanged 6
		SP:Iteration 37Q (82476.360000 sec): 3 clusters
  Score: Raw -1193731.310225 + Penalty 3041.204644 = -1190690.105580
  nChanged 3
		SP:Iteration 38Q (82476.580000 sec): 3 clusters
  Score: Raw -1193732.625480 + Penalty 3041.204644 = -1190691.420835
  nChanged 2
		SP:Iteration 39Q (82476.830000 sec): 3 clusters
  Score: Raw -1193733.341509 + Penalty 3041.204644 = -1190692.136864
  nChanged 1
		SP:Iteration 40F (82477.080000 sec): 3 clusters
  Score: Raw -1193733.668883 + Penalty 3041.204644 = -1190692.464239
  nChanged 3
		SP:Iteration 41Q (82477.310000 sec): 3 clusters
  Score: Raw -1193734.376549 + Penalty 3041.204644 = -1190693.171905
  nChanged 2
		SP:Iteration 42Q (82477.590000 sec): 3 clusters
  Score: Raw -1193735.426949 + Penalty 3041.204644 = -1190694.222305
  nChanged 3
		SP:Iteration 43Q (82477.810000 sec): 3 clusters
  Score: Raw -1193737.107419 + Penalty 3041.204644 = -1190695.902775
  nChanged 5
		SP:Iteration 44Q (82478.030000 sec): 3 clusters
  Score: Raw -1193739.406609 + Penalty 3041.204644 = -1190698.201965
  nChanged 2
		SP:Iteration 45Q (82478.280000 sec): 3 clusters
  Score: Raw -1193739.910784 + Penalty 3041.204644 = -1190698.706140
  nChanged 0
		SP:Iteration 46F (82478.470000 sec): 3 clusters
  Score: Raw -1193739.910784 + Penalty 3041.204644 = -1190698.706140
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (69029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82478.880000 sec): 2 clusters
  Score: Raw -7059670.975199 + Penalty 1810.620823 = -7057860.354376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82479.370000 sec): 3 clusters
  Score: Raw -7015631.578728 + Penalty 3621.241645 = -7012010.337083
  nChanged 32584
		SP:Iteration 1F (82479.860000 sec): 3 clusters
  Score: Raw -7034727.267091 + Penalty 3621.241645 = -7031106.025446
  nChanged 2746
		SP:Iteration 2Q (82480.390000 sec): 3 clusters
  Score: Raw -7035648.787117 + Penalty 3621.241645 = -7032027.545471
  nChanged 2891
		SP:Iteration 3Q (82480.900000 sec): 3 clusters
  Score: Raw -7036796.609192 + Penalty 3621.241645 = -7033175.367547
  nChanged 3141
		SP:Iteration 4Q (82481.390000 sec): 3 clusters
  Score: Raw -7038090.846042 + Penalty 3621.241645 = -7034469.604396
  nChanged 3388
		SP:Iteration 5Q (82481.920000 sec): 3 clusters
  Score: Raw -7039540.691637 + Penalty 3621.241645 = -7035919.449992
  nChanged 3433
		SP:Iteration 6Q (82482.420000 sec): 3 clusters
  Score: Raw -7041117.063722 + Penalty 3621.241645 = -7037495.822076
  nChanged 3533
		SP:Iteration 7F (82482.920000 sec): 3 clusters
  Score: Raw -7042914.957560 + Penalty 3621.241645 = -7039293.715914
  nChanged 3626
		SP:Iteration 8F (82483.390000 sec): 3 clusters
  Score: Raw -7044994.881296 + Penalty 3621.241645 = -7041373.639651
  nChanged 3504
		SP:Iteration 9F (82483.890000 sec): 3 clusters
  Score: Raw -7047041.424862 + Penalty 3621.241645 = -7043420.183216
  nChanged 3135
		SP:Iteration 10Q (82484.370000 sec): 3 clusters
  Score: Raw -7048749.686140 + Penalty 3621.241645 = -7045128.444495
  nChanged 2544
		SP:Iteration 11Q (82484.860000 sec): 3 clusters
  Score: Raw -7049820.382559 + Penalty 3621.241645 = -7046199.140914
  nChanged 1870
		SP:Iteration 12Q (82485.380000 sec): 3 clusters
  Score: Raw -7050389.230247 + Penalty 3621.241645 = -7046767.988601
  nChanged 1389
		SP:Iteration 13Q (82485.910000 sec): 3 clusters
  Score: Raw -7050718.689352 + Penalty 3621.241645 = -7047097.447707
  nChanged 1129
		SP:Iteration 14Q (82486.380000 sec): 3 clusters
  Score: Raw -7050962.998250 + Penalty 3621.241645 = -7047341.756605
  nChanged 1004
		SP:Iteration 15Q (82486.860000 sec): 3 clusters
  Score: Raw -7051151.608625 + Penalty 3621.241645 = -7047530.366980
  nChanged 835
		SP:Iteration 16Q (82487.370000 sec): 3 clusters
  Score: Raw -7051300.400672 + Penalty 3621.241645 = -7047679.159027
  nChanged 766
		SP:Iteration 17Q (82487.850000 sec): 3 clusters
  Score: Raw -7051431.437430 + Penalty 3621.241645 = -7047810.195785
  nChanged 742
		SP:Iteration 18Q (82488.310000 sec): 3 clusters
  Score: Raw -7051553.494835 + Penalty 3621.241645 = -7047932.253190
  nChanged 724
		SP:Iteration 19Q (82488.800000 sec): 3 clusters
  Score: Raw -7051675.935666 + Penalty 3621.241645 = -7048054.694020
  nChanged 665
		SP:Iteration 20F (82489.280000 sec): 3 clusters
  Score: Raw -7051777.716239 + Penalty 3621.241645 = -7048156.474594
  nChanged 620
		SP:Iteration 21Q (82489.780000 sec): 3 clusters
  Score: Raw -7051860.371591 + Penalty 3621.241645 = -7048239.129946
  nChanged 539
		SP:Iteration 22Q (82490.270000 sec): 3 clusters
  Score: Raw -7051933.627364 + Penalty 3621.241645 = -7048312.385719
  nChanged 526
		SP:Iteration 23Q (82490.800000 sec): 3 clusters
  Score: Raw -7051999.363471 + Penalty 3621.241645 = -7048378.121826
  nChanged 495
		SP:Iteration 24Q (82491.290000 sec): 3 clusters
  Score: Raw -7052065.186329 + Penalty 3621.241645 = -7048443.944684
  nChanged 480
		SP:Iteration 25Q (82491.810000 sec): 3 clusters
  Score: Raw -7052119.260145 + Penalty 3621.241645 = -7048498.018500
  nChanged 447
		SP:Iteration 26Q (82492.310000 sec): 3 clusters
  Score: Raw -7052165.389125 + Penalty 3621.241645 = -7048544.147480
  nChanged 435
		SP:Iteration 27Q (82492.810000 sec): 3 clusters
  Score: Raw -7052213.947660 + Penalty 3621.241645 = -7048592.706015
  nChanged 463
		SP:Iteration 28Q (82493.310000 sec): 3 clusters
  Score: Raw -7052268.346636 + Penalty 3621.241645 = -7048647.104991
  nChanged 476
		SP:Iteration 29Q (82493.830000 sec): 3 clusters
  Score: Raw -7052325.920661 + Penalty 3621.241645 = -7048704.679016
  nChanged 503
		SP:Iteration 30Q (82494.350000 sec): 3 clusters
  Score: Raw -7052385.845178 + Penalty 3621.241645 = -7048764.603532
  nChanged 525
		SP:Iteration 31Q (82494.850000 sec): 3 clusters
  Score: Raw -7052449.990219 + Penalty 3621.241645 = -7048828.748574
  nChanged 535
		SP:Iteration 32Q (82495.350000 sec): 3 clusters
  Score: Raw -7052515.039882 + Penalty 3621.241645 = -7048893.798237
  nChanged 574
		SP:Iteration 33Q (82495.820000 sec): 3 clusters
  Score: Raw -7052591.392745 + Penalty 3621.241645 = -7048970.151100
  nChanged 616
		SP:Iteration 34Q (82496.330000 sec): 3 clusters
  Score: Raw -7052675.539467 + Penalty 3621.241645 = -7049054.297822
  nChanged 661
		SP:Iteration 35Q (82496.820000 sec): 3 clusters
  Score: Raw -7052767.530843 + Penalty 3621.241645 = -7049146.289198
  nChanged 635
		SP:Iteration 36Q (82497.310000 sec): 3 clusters
  Score: Raw -7052854.149176 + Penalty 3621.241645 = -7049232.907531
  nChanged 628
		SP:Iteration 37Q (82497.810000 sec): 3 clusters
  Score: Raw -7052938.357074 + Penalty 3621.241645 = -7049317.115429
  nChanged 657
		SP:Iteration 38Q (82498.260000 sec): 3 clusters
  Score: Raw -7053028.164894 + Penalty 3621.241645 = -7049406.923249
  nChanged 705
		SP:Iteration 39Q (82498.740000 sec): 3 clusters
  Score: Raw -7053132.146619 + Penalty 3621.241645 = -7049510.904974
  nChanged 744
		SP:Iteration 40F (82499.250000 sec): 3 clusters
  Score: Raw -7053248.435887 + Penalty 3621.241645 = -7049627.194242
  nChanged 780
		SP:Iteration 41Q (82499.730000 sec): 3 clusters
  Score: Raw -7053373.374415 + Penalty 3621.241645 = -7049752.132770
  nChanged 814
		SP:Iteration 42Q (82500.260000 sec): 3 clusters
  Score: Raw -7053512.596085 + Penalty 3621.241645 = -7049891.354439
  nChanged 856
		SP:Iteration 43Q (82500.760000 sec): 3 clusters
  Score: Raw -7053673.478318 + Penalty 3621.241645 = -7050052.236673
  nChanged 928
		SP:Iteration 44Q (82501.250000 sec): 3 clusters
  Score: Raw -7053857.754880 + Penalty 3621.241645 = -7050236.513235
  nChanged 918
		SP:Iteration 45Q (82501.780000 sec): 3 clusters
  Score: Raw -7054050.387695 + Penalty 3621.241645 = -7050429.146050
  nChanged 992
		SP:Iteration 46Q (82502.290000 sec): 3 clusters
  Score: Raw -7054266.812407 + Penalty 3621.241645 = -7050645.570762
  nChanged 1000
		SP:Iteration 47Q (82502.830000 sec): 3 clusters
  Score: Raw -7054504.833239 + Penalty 3621.241645 = -7050883.591594
  nChanged 1043
		SP:Iteration 48Q (82503.350000 sec): 3 clusters
  Score: Raw -7054783.739326 + Penalty 3621.241645 = -7051162.497681
  nChanged 1102
		SP:Iteration 49Q (82503.860000 sec): 3 clusters
  Score: Raw -7055102.742544 + Penalty 3621.241645 = -7051481.500899
  nChanged 1142
		SP:Iteration 50Q (82504.330000 sec): 3 clusters
  Score: Raw -7055459.547392 + Penalty 3621.241645 = -7051838.305747
  nChanged 1175
		SP:Iteration 51Q (82504.810000 sec): 3 clusters
  Score: Raw -7055861.016780 + Penalty 3621.241645 = -7052239.775135
  nChanged 1150
		SP:Iteration 52Q (82505.290000 sec): 3 clusters
  Score: Raw -7056295.483287 + Penalty 3621.241645 = -7052674.241642
  nChanged 1119
		SP:Iteration 53Q (82505.760000 sec): 3 clusters
  Score: Raw -7056751.897786 + Penalty 3621.241645 = -7053130.656141
  nChanged 1066
		SP:Iteration 54Q (82506.260000 sec): 3 clusters
  Score: Raw -7057222.690101 + Penalty 3621.241645 = -7053601.448455
  nChanged 1014
		SP:Iteration 55Q (82506.720000 sec): 3 clusters
  Score: Raw -7057684.249961 + Penalty 3621.241645 = -7054063.008316
  nChanged 895
		SP:Iteration 56Q (82507.220000 sec): 3 clusters
  Score: Raw -7058084.486936 + Penalty 3621.241645 = -7054463.245291
  nChanged 799
		SP:Iteration 57Q (82507.770000 sec): 3 clusters
  Score: Raw -7058432.907175 + Penalty 3621.241645 = -7054811.665530
  nChanged 710
		SP:Iteration 58Q (82508.210000 sec): 3 clusters
  Score: Raw -7058724.924702 + Penalty 3621.241645 = -7055103.683057
  nChanged 632
		SP:Iteration 59Q (82508.660000 sec): 3 clusters
  Score: Raw -7058980.028503 + Penalty 3621.241645 = -7055358.786858
  nChanged 553
		SP:Iteration 60F (82509.120000 sec): 3 clusters
  Score: Raw -7059189.200469 + Penalty 3621.241645 = -7055567.958824
  nChanged 476
		SP:Iteration 61Q (82509.590000 sec): 3 clusters
  Score: Raw -7059368.133938 + Penalty 3621.241645 = -7055746.892293
  nChanged 445
		SP:Iteration 62Q (82510.040000 sec): 3 clusters
  Score: Raw -7059529.294901 + Penalty 3621.241645 = -7055908.053256
  nChanged 374
		SP:Iteration 63Q (82510.500000 sec): 3 clusters
  Score: Raw -7059647.530843 + Penalty 3621.241645 = -7056026.289198
  nChanged 347
		SP:Iteration 64Q (82510.970000 sec): 3 clusters
  Score: Raw -7059759.977900 + Penalty 3621.241645 = -7056138.736255
  nChanged 299
		SP:Iteration 65Q (82511.400000 sec): 3 clusters
  Score: Raw -7059856.192726 + Penalty 3621.241645 = -7056234.951081
  nChanged 263
		SP:Iteration 66Q (82511.860000 sec): 3 clusters
  Score: Raw -7059936.162297 + Penalty 3621.241645 = -7056314.920651
  nChanged 229
		SP:Iteration 67Q (82512.310000 sec): 3 clusters
  Score: Raw -7060008.149722 + Penalty 3621.241645 = -7056386.908077
  nChanged 199
		SP:Iteration 68Q (82512.750000 sec): 3 clusters
  Score: Raw -7060070.636908 + Penalty 3621.241645 = -7056449.395263
  nChanged 177
		SP:Iteration 69Q (82513.180000 sec): 3 clusters
  Score: Raw -7060120.190558 + Penalty 3621.241645 = -7056498.948913
  nChanged 140
		SP:Iteration 70Q (82513.640000 sec): 3 clusters
  Score: Raw -7060152.662858 + Penalty 3621.241645 = -7056531.421213
  nChanged 114
		SP:Iteration 71Q (82514.090000 sec): 3 clusters
  Score: Raw -7060179.965754 + Penalty 3621.241645 = -7056558.724109
  nChanged 107
		SP:Iteration 72Q (82514.560000 sec): 3 clusters
  Score: Raw -7060208.824085 + Penalty 3621.241645 = -7056587.582440
  nChanged 109
		SP:Iteration 73Q (82515.030000 sec): 3 clusters
  Score: Raw -7060239.532405 + Penalty 3621.241645 = -7056618.290760
  nChanged 112
		SP:Iteration 74Q (82515.480000 sec): 3 clusters
  Score: Raw -7060269.816959 + Penalty 3621.241645 = -7056648.575313
  nChanged 87
		SP:Iteration 75Q (82515.940000 sec): 3 clusters
  Score: Raw -7060289.636863 + Penalty 3621.241645 = -7056668.395218
  nChanged 70
		SP:Iteration 76Q (82516.410000 sec): 3 clusters
  Score: Raw -7060305.686373 + Penalty 3621.241645 = -7056684.444728
  nChanged 59
		SP:Iteration 77Q (82516.880000 sec): 3 clusters
  Score: Raw -7060316.148464 + Penalty 3621.241645 = -7056694.906819
  nChanged 41
		SP:Iteration 78Q (82517.410000 sec): 3 clusters
  Score: Raw -7060323.062637 + Penalty 3621.241645 = -7056701.820991
  nChanged 35
		SP:Iteration 79Q (82517.890000 sec): 3 clusters
  Score: Raw -7060329.776971 + Penalty 3621.241645 = -7056708.535326
  nChanged 35
		SP:Iteration 80F (82518.390000 sec): 3 clusters
  Score: Raw -7060338.003236 + Penalty 3621.241645 = -7056716.761591
  nChanged 40
		SP:Iteration 81Q (82518.870000 sec): 3 clusters
  Score: Raw -7060347.548265 + Penalty 3621.241645 = -7056726.306620
  nChanged 36
		SP:Iteration 82Q (82519.320000 sec): 3 clusters
  Score: Raw -7060354.140514 + Penalty 3621.241645 = -7056732.898869
  nChanged 24
		SP:Iteration 83Q (82519.770000 sec): 3 clusters
  Score: Raw -7060357.551754 + Penalty 3621.241645 = -7056736.310109
  nChanged 16
		SP:Iteration 84Q (82520.210000 sec): 3 clusters
  Score: Raw -7060359.763857 + Penalty 3621.241645 = -7056738.522212
  nChanged 7
		SP:Iteration 85Q (82520.690000 sec): 3 clusters
  Score: Raw -7060360.584540 + Penalty 3621.241645 = -7056739.342895
  nChanged 6
		SP:Iteration 86Q (82521.110000 sec): 3 clusters
  Score: Raw -7060361.261934 + Penalty 3621.241645 = -7056740.020289
  nChanged 4
		SP:Iteration 87Q (82521.560000 sec): 3 clusters
  Score: Raw -7060361.929459 + Penalty 3621.241645 = -7056740.687814
  nChanged 3
		SP:Iteration 88Q (82521.960000 sec): 3 clusters
  Score: Raw -7060362.301487 + Penalty 3621.241645 = -7056741.059841
  nChanged 5
		SP:Iteration 89Q (82522.390000 sec): 3 clusters
  Score: Raw -7060363.252755 + Penalty 3621.241645 = -7056742.011110
  nChanged 8
		SP:Iteration 90Q (82522.810000 sec): 3 clusters
  Score: Raw -7060364.401213 + Penalty 3621.241645 = -7056743.159568
  nChanged 8
		SP:Iteration 91Q (82523.200000 sec): 3 clusters
  Score: Raw -7060365.601942 + Penalty 3621.241645 = -7056744.360297
  nChanged 11
		SP:Iteration 92Q (82523.630000 sec): 3 clusters
  Score: Raw -7060366.857831 + Penalty 3621.241645 = -7056745.616186
  nChanged 8
		SP:Iteration 93Q (82524.080000 sec): 3 clusters
  Score: Raw -7060368.022355 + Penalty 3621.241645 = -7056746.780710
  nChanged 7
		SP:Iteration 94Q (82524.540000 sec): 3 clusters
  Score: Raw -7060368.974949 + Penalty 3621.241645 = -7056747.733304
  nChanged 6
		SP:Iteration 95Q (82524.950000 sec): 3 clusters
  Score: Raw -7060369.912852 + Penalty 3621.241645 = -7056748.671207
  nChanged 8
		SP:Iteration 96Q (82525.370000 sec): 3 clusters
  Score: Raw -7060370.784989 + Penalty 3621.241645 = -7056749.543344
  nChanged 3
		SP:Iteration 97Q (82525.820000 sec): 3 clusters
  Score: Raw -7060371.267179 + Penalty 3621.241645 = -7056750.025534
  nChanged 3
		SP:Iteration 98Q (82526.250000 sec): 3 clusters
  Score: Raw -7060371.559118 + Penalty 3621.241645 = -7056750.317473
  nChanged 3
		SP:Iteration 99Q (82526.690000 sec): 3 clusters
  Score: Raw -7060371.903657 + Penalty 3621.241645 = -7056750.662012
  nChanged 3
		SP:Iteration 100F (82527.130000 sec): 3 clusters
  Score: Raw -7060372.428043 + Penalty 3621.241645 = -7056751.186398
  nChanged 5
		SP:Iteration 101Q (82527.570000 sec): 3 clusters
  Score: Raw -7060373.059862 + Penalty 3621.241645 = -7056751.818217
  nChanged 6
		SP:Iteration 102Q (82528.020000 sec): 3 clusters
  Score: Raw -7060373.728441 + Penalty 3621.241645 = -7056752.486796
  nChanged 5
		SP:Iteration 103Q (82528.500000 sec): 3 clusters
  Score: Raw -7060374.591503 + Penalty 3621.241645 = -7056753.349857
  nChanged 9
		SP:Iteration 104Q (82529.010000 sec): 3 clusters
  Score: Raw -7060375.636476 + Penalty 3621.241645 = -7056754.394831
  nChanged 6
		SP:Iteration 105Q (82529.540000 sec): 3 clusters
  Score: Raw -7060376.262644 + Penalty 3621.241645 = -7056755.020999
  nChanged 7
		SP:Iteration 106Q (82530.000000 sec): 3 clusters
  Score: Raw -7060376.902275 + Penalty 3621.241645 = -7056755.660630
  nChanged 6
		SP:Iteration 107Q (82530.450000 sec): 3 clusters
  Score: Raw -7060377.572600 + Penalty 3621.241645 = -7056756.330955
  nChanged 3
		SP:Iteration 108Q (82530.920000 sec): 3 clusters
  Score: Raw -7060377.826802 + Penalty 3621.241645 = -7056756.585157
  nChanged 3
		SP:Iteration 109Q (82531.350000 sec): 3 clusters
  Score: Raw -7060378.130646 + Penalty 3621.241645 = -7056756.889001
  nChanged 5
		SP:Iteration 110Q (82531.820000 sec): 3 clusters
  Score: Raw -7060379.095640 + Penalty 3621.241645 = -7056757.853995
  nChanged 4
		SP:Iteration 111Q (82532.330000 sec): 3 clusters
  Score: Raw -7060379.748317 + Penalty 3621.241645 = -7056758.506672
  nChanged 10
		SP:Iteration 112Q (82532.820000 sec): 3 clusters
  Score: Raw -7060381.313566 + Penalty 3621.241645 = -7056760.071921
  nChanged 7
		SP:Iteration 113Q (82533.280000 sec): 3 clusters
  Score: Raw -7060382.578469 + Penalty 3621.241645 = -7056761.336823
  nChanged 8
		SP:Iteration 114Q (82533.730000 sec): 3 clusters
  Score: Raw -7060383.474716 + Penalty 3621.241645 = -7056762.233071
  nChanged 2
		SP:Iteration 115Q (82534.200000 sec): 3 clusters
  Score: Raw -7060383.805846 + Penalty 3621.241645 = -7056762.564201
  nChanged 7
		SP:Iteration 116Q (82534.650000 sec): 3 clusters
  Score: Raw -7060385.217012 + Penalty 3621.241645 = -7056763.975367
  nChanged 6
		SP:Iteration 117Q (82535.100000 sec): 3 clusters
  Score: Raw -7060385.811530 + Penalty 3621.241645 = -7056764.569885
  nChanged 2
		SP:Iteration 118Q (82535.550000 sec): 3 clusters
  Score: Raw -7060386.067634 + Penalty 3621.241645 = -7056764.825989
  nChanged 2
		SP:Iteration 119Q (82536.060000 sec): 3 clusters
  Score: Raw -7060386.224732 + Penalty 3621.241645 = -7056764.983087
  nChanged 3
		SP:Iteration 120F (82536.570000 sec): 3 clusters
  Score: Raw -7060386.361203 + Penalty 3621.241645 = -7056765.119558
  nChanged 3
		SP:Iteration 121Q (82537.050000 sec): 3 clusters
  Score: Raw -7060386.628430 + Penalty 3621.241645 = -7056765.386785
  nChanged 2
		SP:Iteration 122Q (82537.530000 sec): 3 clusters
  Score: Raw -7060386.944851 + Penalty 3621.241645 = -7056765.703206
  nChanged 2
		SP:Iteration 123Q (82538.030000 sec): 3 clusters
  Score: Raw -7060387.190400 + Penalty 3621.241645 = -7056765.948755
  nChanged 1
		SP:Iteration 124Q (82538.500000 sec): 3 clusters
  Score: Raw -7060387.232126 + Penalty 3621.241645 = -7056765.990480
  nChanged 0
		SP:Iteration 125F (82539.000000 sec): 3 clusters
  Score: Raw -7060387.232126 + Penalty 3621.241645 = -7056765.990480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (22874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82539.220000 sec): 2 clusters
  Score: Raw -2375594.951028 + Penalty 1631.135378 = -2373963.815649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82539.480000 sec): 3 clusters
  Score: Raw -2361821.247889 + Penalty 3262.270756 = -2358558.977132
  nChanged 10412
		SP:Iteration 1F (82539.770000 sec): 3 clusters
  Score: Raw -2367771.414480 + Penalty 3262.270756 = -2364509.143724
  nChanged 1454
		SP:Iteration 2F (82540.060000 sec): 3 clusters
  Score: Raw -2368645.299768 + Penalty 3262.270756 = -2365383.029012
  nChanged 1729
		SP:Iteration 3F (82540.330000 sec): 3 clusters
  Score: Raw -2369947.931107 + Penalty 3262.270756 = -2366685.660350
  nChanged 1982
		SP:Iteration 4F (82540.610000 sec): 3 clusters
  Score: Raw -2371827.251848 + Penalty 3262.270756 = -2368564.981091
  nChanged 1907
		SP:Iteration 5F (82540.870000 sec): 3 clusters
  Score: Raw -2373800.605230 + Penalty 3262.270756 = -2370538.334474
  nChanged 1423
		SP:Iteration 6F (82541.140000 sec): 3 clusters
  Score: Raw -2374952.278909 + Penalty 3262.270756 = -2371690.008152
  nChanged 879
		SP:Iteration 7Q (82541.450000 sec): 3 clusters
  Score: Raw -2375547.469057 + Penalty 3262.270756 = -2372285.198301
  nChanged 586
		SP:Iteration 8Q (82541.740000 sec): 3 clusters
  Score: Raw -2375973.830078 + Penalty 3262.270756 = -2372711.559322
  nChanged 466
		SP:Iteration 9Q (82542.050000 sec): 3 clusters
  Score: Raw -2376253.333476 + Penalty 3262.270756 = -2372991.062720
  nChanged 330
		SP:Iteration 10Q (82542.310000 sec): 3 clusters
  Score: Raw -2376451.761373 + Penalty 3262.270756 = -2373189.490617
  nChanged 258
		SP:Iteration 11Q (82542.600000 sec): 3 clusters
  Score: Raw -2376571.078601 + Penalty 3262.270756 = -2373308.807844
  nChanged 192
		SP:Iteration 12Q (82542.870000 sec): 3 clusters
  Score: Raw -2376639.534770 + Penalty 3262.270756 = -2373377.264014
  nChanged 161
		SP:Iteration 13Q (82543.160000 sec): 3 clusters
  Score: Raw -2376682.815657 + Penalty 3262.270756 = -2373420.544901
  nChanged 117
		SP:Iteration 14Q (82543.420000 sec): 3 clusters
  Score: Raw -2376712.261021 + Penalty 3262.270756 = -2373449.990265
  nChanged 85
		SP:Iteration 15Q (82543.690000 sec): 3 clusters
  Score: Raw -2376731.470913 + Penalty 3262.270756 = -2373469.200157
  nChanged 73
		SP:Iteration 16Q (82543.980000 sec): 3 clusters
  Score: Raw -2376747.693541 + Penalty 3262.270756 = -2373485.422785
  nChanged 70
		SP:Iteration 17Q (82544.270000 sec): 3 clusters
  Score: Raw -2376764.155893 + Penalty 3262.270756 = -2373501.885137
  nChanged 61
		SP:Iteration 18Q (82544.590000 sec): 3 clusters
  Score: Raw -2376776.278040 + Penalty 3262.270756 = -2373514.007283
  nChanged 53
		SP:Iteration 19Q (82544.870000 sec): 3 clusters
  Score: Raw -2376785.011602 + Penalty 3262.270756 = -2373522.740846
  nChanged 41
		SP:Iteration 20F (82545.160000 sec): 3 clusters
  Score: Raw -2376791.055029 + Penalty 3262.270756 = -2373528.784273
  nChanged 31
		SP:Iteration 21Q (82545.420000 sec): 3 clusters
  Score: Raw -2376795.007797 + Penalty 3262.270756 = -2373532.737041
  nChanged 24
		SP:Iteration 22Q (82545.690000 sec): 3 clusters
  Score: Raw -2376798.599789 + Penalty 3262.270756 = -2373536.329032
  nChanged 27
		SP:Iteration 23Q (82545.920000 sec): 3 clusters
  Score: Raw -2376802.597030 + Penalty 3262.270756 = -2373540.326273
  nChanged 23
		SP:Iteration 24Q (82546.240000 sec): 3 clusters
  Score: Raw -2376806.035898 + Penalty 3262.270756 = -2373543.765142
  nChanged 18
		SP:Iteration 25Q (82546.550000 sec): 3 clusters
  Score: Raw -2376809.153851 + Penalty 3262.270756 = -2373546.883095
  nChanged 21
		SP:Iteration 26Q (82546.900000 sec): 3 clusters
  Score: Raw -2376811.275664 + Penalty 3262.270756 = -2373549.004908
  nChanged 24
		SP:Iteration 27Q (82547.190000 sec): 3 clusters
  Score: Raw -2376813.729649 + Penalty 3262.270756 = -2373551.458892
  nChanged 10
		SP:Iteration 28Q (82547.480000 sec): 3 clusters
  Score: Raw -2376814.829834 + Penalty 3262.270756 = -2373552.559078
  nChanged 10
		SP:Iteration 29Q (82547.750000 sec): 3 clusters
  Score: Raw -2376816.206435 + Penalty 3262.270756 = -2373553.935678
  nChanged 8
		SP:Iteration 30Q (82548.000000 sec): 3 clusters
  Score: Raw -2376816.788837 + Penalty 3262.270756 = -2373554.518080
  nChanged 7
		SP:Iteration 31Q (82548.230000 sec): 3 clusters
  Score: Raw -2376817.368009 + Penalty 3262.270756 = -2373555.097253
  nChanged 9
		SP:Iteration 32Q (82548.510000 sec): 3 clusters
  Score: Raw -2376818.095221 + Penalty 3262.270756 = -2373555.824465
  nChanged 5
		SP:Iteration 33Q (82548.770000 sec): 3 clusters
  Score: Raw -2376818.561987 + Penalty 3262.270756 = -2373556.291230
  nChanged 6
		SP:Iteration 34Q (82549.060000 sec): 3 clusters
  Score: Raw -2376819.175018 + Penalty 3262.270756 = -2373556.904262
  nChanged 5
		SP:Iteration 35Q (82549.330000 sec): 3 clusters
  Score: Raw -2376819.732772 + Penalty 3262.270756 = -2373557.462016
  nChanged 6
		SP:Iteration 36Q (82549.540000 sec): 3 clusters
  Score: Raw -2376820.608750 + Penalty 3262.270756 = -2373558.337993
  nChanged 8
		SP:Iteration 37Q (82549.820000 sec): 3 clusters
  Score: Raw -2376821.754446 + Penalty 3262.270756 = -2373559.483690
  nChanged 6
		SP:Iteration 38Q (82550.050000 sec): 3 clusters
  Score: Raw -2376822.596646 + Penalty 3262.270756 = -2373560.325890
  nChanged 7
		SP:Iteration 39Q (82550.360000 sec): 3 clusters
  Score: Raw -2376823.296286 + Penalty 3262.270756 = -2373561.025530
  nChanged 5
		SP:Iteration 40F (82550.560000 sec): 3 clusters
  Score: Raw -2376823.528744 + Penalty 3262.270756 = -2373561.257988
  nChanged 2
		SP:Iteration 41Q (82550.880000 sec): 3 clusters
  Score: Raw -2376823.608094 + Penalty 3262.270756 = -2373561.337337
  nChanged 2
		SP:Iteration 42Q (82551.160000 sec): 3 clusters
  Score: Raw -2376824.025597 + Penalty 3262.270756 = -2373561.754841
  nChanged 1
		SP:Iteration 43Q (82551.470000 sec): 3 clusters
  Score: Raw -2376824.077065 + Penalty 3262.270756 = -2373561.806309
  nChanged 1
		SP:Iteration 44Q (82551.760000 sec): 3 clusters
  Score: Raw -2376824.098008 + Penalty 3262.270756 = -2373561.827252
  nChanged 0
		SP:Iteration 45F (82552.040000 sec): 3 clusters
  Score: Raw -2376824.098008 + Penalty 3262.270756 = -2373561.827252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (38337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82552.270000 sec): 2 clusters
  Score: Raw -3738802.865162 + Penalty 1715.052750 = -3737087.812412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82552.630000 sec): 3 clusters
  Score: Raw -3714771.998445 + Penalty 3430.105499 = -3711341.892946
  nChanged 17821
		SP:Iteration 1F (82552.990000 sec): 3 clusters
  Score: Raw -3725232.166569 + Penalty 3430.105499 = -3721802.061070
  nChanged 2076
		SP:Iteration 2F (82553.340000 sec): 3 clusters
  Score: Raw -3726116.352555 + Penalty 3430.105499 = -3722686.247056
  nChanged 2118
		SP:Iteration 3F (82553.730000 sec): 3 clusters
  Score: Raw -3727098.138880 + Penalty 3430.105499 = -3723668.033381
  nChanged 2125
		SP:Iteration 4F (82554.110000 sec): 3 clusters
  Score: Raw -3728216.905859 + Penalty 3430.105499 = -3724786.800360
  nChanged 2160
		SP:Iteration 5F (82554.440000 sec): 3 clusters
  Score: Raw -3729370.728916 + Penalty 3430.105499 = -3725940.623417
  nChanged 2154
		SP:Iteration 6F (82554.780000 sec): 3 clusters
  Score: Raw -3730648.434974 + Penalty 3430.105499 = -3727218.329475
  nChanged 2006
		SP:Iteration 7F (82555.200000 sec): 3 clusters
  Score: Raw -3731952.443773 + Penalty 3430.105499 = -3728522.338274
  nChanged 1860
		SP:Iteration 8Q (82555.580000 sec): 3 clusters
  Score: Raw -3733231.032483 + Penalty 3430.105499 = -3729800.926984
  nChanged 1700
		SP:Iteration 9Q (82555.960000 sec): 3 clusters
  Score: Raw -3734431.430931 + Penalty 3430.105499 = -3731001.325432
  nChanged 1570
		SP:Iteration 10Q (82556.360000 sec): 3 clusters
  Score: Raw -3735563.168248 + Penalty 3430.105499 = -3732133.062749
  nChanged 1329
		SP:Iteration 11Q (82556.710000 sec): 3 clusters
  Score: Raw -3736518.195665 + Penalty 3430.105499 = -3733088.090166
  nChanged 1137
		SP:Iteration 12Q (82557.090000 sec): 3 clusters
  Score: Raw -3737405.354025 + Penalty 3430.105499 = -3733975.248526
  nChanged 931
		SP:Iteration 13Q (82557.500000 sec): 3 clusters
  Score: Raw -3738141.126086 + Penalty 3430.105499 = -3734711.020587
  nChanged 776
		SP:Iteration 14Q (82557.840000 sec): 3 clusters
  Score: Raw -3738745.169756 + Penalty 3430.105499 = -3735315.064257
  nChanged 576
		SP:Iteration 15Q (82558.180000 sec): 3 clusters
  Score: Raw -3739172.288390 + Penalty 3430.105499 = -3735742.182890
  nChanged 439
		SP:Iteration 16Q (82558.550000 sec): 3 clusters
  Score: Raw -3739461.838523 + Penalty 3430.105499 = -3736031.733024
  nChanged 331
		SP:Iteration 17Q (82558.870000 sec): 3 clusters
  Score: Raw -3739657.446119 + Penalty 3430.105499 = -3736227.340620
  nChanged 249
		SP:Iteration 18Q (82559.200000 sec): 3 clusters
  Score: Raw -3739777.462202 + Penalty 3430.105499 = -3736347.356703
  nChanged 185
		SP:Iteration 19Q (82559.580000 sec): 3 clusters
  Score: Raw -3739873.535582 + Penalty 3430.105499 = -3736443.430083
  nChanged 146
		SP:Iteration 20F (82559.880000 sec): 3 clusters
  Score: Raw -3739961.056806 + Penalty 3430.105499 = -3736530.951307
  nChanged 137
		SP:Iteration 21Q (82560.230000 sec): 3 clusters
  Score: Raw -3740038.116348 + Penalty 3430.105499 = -3736608.010849
  nChanged 105
		SP:Iteration 22Q (82560.550000 sec): 3 clusters
  Score: Raw -3740101.953214 + Penalty 3430.105499 = -3736671.847715
  nChanged 88
		SP:Iteration 23Q (82560.890000 sec): 3 clusters
  Score: Raw -3740164.001935 + Penalty 3430.105499 = -3736733.896436
  nChanged 72
		SP:Iteration 24Q (82561.240000 sec): 3 clusters
  Score: Raw -3740208.227283 + Penalty 3430.105499 = -3736778.121784
  nChanged 55
		SP:Iteration 25Q (82561.570000 sec): 3 clusters
  Score: Raw -3740236.238652 + Penalty 3430.105499 = -3736806.133153
  nChanged 46
		SP:Iteration 26Q (82561.970000 sec): 3 clusters
  Score: Raw -3740250.630318 + Penalty 3430.105499 = -3736820.524819
  nChanged 32
		SP:Iteration 27Q (82562.300000 sec): 3 clusters
  Score: Raw -3740259.529750 + Penalty 3430.105499 = -3736829.424251
  nChanged 16
		SP:Iteration 28Q (82562.600000 sec): 3 clusters
  Score: Raw -3740263.213060 + Penalty 3430.105499 = -3736833.107560
  nChanged 9
		SP:Iteration 29Q (82562.930000 sec): 3 clusters
  Score: Raw -3740264.995123 + Penalty 3430.105499 = -3736834.889624
  nChanged 8
		SP:Iteration 30Q (82563.250000 sec): 3 clusters
  Score: Raw -3740266.468433 + Penalty 3430.105499 = -3736836.362934
  nChanged 7
		SP:Iteration 31Q (82563.580000 sec): 3 clusters
  Score: Raw -3740267.981105 + Penalty 3430.105499 = -3736837.875605
  nChanged 3
		SP:Iteration 32Q (82563.880000 sec): 3 clusters
  Score: Raw -3740268.728577 + Penalty 3430.105499 = -3736838.623078
  nChanged 3
		SP:Iteration 33Q (82564.230000 sec): 3 clusters
  Score: Raw -3740269.203971 + Penalty 3430.105499 = -3736839.098472
  nChanged 2
		SP:Iteration 34Q (82564.570000 sec): 3 clusters
  Score: Raw -3740269.516288 + Penalty 3430.105499 = -3736839.410789
  nChanged 0
		SP:Iteration 35F (82564.880000 sec): 3 clusters
  Score: Raw -3740269.516288 + Penalty 3430.105499 = -3736839.410789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (1098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82565.000000 sec): 2 clusters
  Score: Raw -110092.215217 + Penalty 1137.702414 = -108954.512804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82565.230000 sec): 3 clusters
  Score: Raw -109735.128741 + Penalty 2275.404827 = -107459.723914
  nChanged 334
		SP:Iteration 1F (82565.390000 sec): 3 clusters
  Score: Raw -110044.443271 + Penalty 2275.404827 = -107769.038444
  nChanged 79
		SP:Iteration 2F (82565.630000 sec): 3 clusters
  Score: Raw -110133.476105 + Penalty 2275.404827 = -107858.071278
  nChanged 55
		SP:Iteration 3F (82565.760000 sec): 3 clusters
  Score: Raw -110209.151091 + Penalty 2275.404827 = -107933.746264
  nChanged 47
		SP:Iteration 4Q (82565.970000 sec): 3 clusters
  Score: Raw -110301.765822 + Penalty 2275.404827 = -108026.360995
  nChanged 55
		SP:Iteration 5F (82566.120000 sec): 3 clusters
  Score: Raw -110453.046313 + Penalty 2275.404827 = -108177.641486
  nChanged 60
		SP:Iteration 6F (82566.310000 sec): 3 clusters
  Score: Raw -110683.221381 + Penalty 2275.404827 = -108407.816554
  nChanged 61
		SP:Iteration 7F (82566.450000 sec): 3 clusters
  Score: Raw -110832.828340 + Penalty 2275.404827 = -108557.423513
  nChanged 57
		SP:Iteration 8F (82566.600000 sec): 3 clusters
  Score: Raw -110965.248648 + Penalty 2275.404827 = -108689.843820
  nChanged 64
		SP:Iteration 9F (82566.800000 sec): 3 clusters
  Score: Raw -111093.684685 + Penalty 2275.404827 = -108818.279858
  nChanged 39
		SP:Iteration 10Q (82566.970000 sec): 3 clusters
  Score: Raw -111184.786620 + Penalty 2275.404827 = -108909.381793
  nChanged 31
		SP:Iteration 11Q (82567.150000 sec): 3 clusters
  Score: Raw -111244.584000 + Penalty 2275.404827 = -108969.179172
  nChanged 22
		SP:Iteration 12Q (82567.330000 sec): 3 clusters
  Score: Raw -111287.844810 + Penalty 2275.404827 = -109012.439982
  nChanged 17
		SP:Iteration 13Q (82567.500000 sec): 3 clusters
  Score: Raw -111311.891295 + Penalty 2275.404827 = -109036.486467
  nChanged 11
		SP:Iteration 14Q (82567.660000 sec): 3 clusters
  Score: Raw -111331.245429 + Penalty 2275.404827 = -109055.840601
  nChanged 13
		SP:Iteration 15Q (82567.820000 sec): 3 clusters
  Score: Raw -111354.976326 + Penalty 2275.404827 = -109079.571499
  nChanged 9
		SP:Iteration 16Q (82568.000000 sec): 3 clusters
  Score: Raw -111378.600533 + Penalty 2275.404827 = -109103.195705
  nChanged 12
		SP:Iteration 17Q (82568.170000 sec): 3 clusters
  Score: Raw -111404.793624 + Penalty 2275.404827 = -109129.388797
  nChanged 12
		SP:Iteration 18Q (82568.310000 sec): 3 clusters
  Score: Raw -111449.613683 + Penalty 2275.404827 = -109174.208856
  nChanged 7
		SP:Iteration 19Q (82568.500000 sec): 3 clusters
  Score: Raw -111468.660202 + Penalty 2275.404827 = -109193.255375
  nChanged 8
		SP:Iteration 20F (82568.670000 sec): 3 clusters
  Score: Raw -111500.926064 + Penalty 2275.404827 = -109225.521237
  nChanged 14
		SP:Iteration 21Q (82568.850000 sec): 3 clusters
  Score: Raw -111599.581538 + Penalty 2275.404827 = -109324.176711
  nChanged 13
		SP:Iteration 22Q (82569.070000 sec): 3 clusters
  Score: Raw -111858.764101 + Penalty 2275.404827 = -109583.359273
  nChanged 1
		SP:Iteration 23Q (82569.230000 sec): 3 clusters
  Score: Raw -111888.548388 + Penalty 2275.404827 = -109613.143561
  nChanged 0
		SP:Iteration 24F (82569.450000 sec): 3 clusters
  Score: Raw -111888.548388 + Penalty 2275.404827 = -109613.143561
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (175700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82570.260000 sec): 2 clusters
  Score: Raw -18631714.782791 + Penalty 1962.436657 = -18629752.346134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82571.140000 sec): 3 clusters
  Score: Raw -18515660.925168 + Penalty 3924.873314 = -18511736.051854
  nChanged 85027
		SP:Iteration 1F (82571.990000 sec): 3 clusters
  Score: Raw -18566286.793715 + Penalty 3924.873314 = -18562361.920401
  nChanged 6127
		SP:Iteration 2Q (82572.890000 sec): 3 clusters
  Score: Raw -18567981.925424 + Penalty 3924.873314 = -18564057.052110
  nChanged 7455
		SP:Iteration 3Q (82573.840000 sec): 3 clusters
  Score: Raw -18570681.150682 + Penalty 3924.873314 = -18566756.277367
  nChanged 9365
		SP:Iteration 4F (82574.750000 sec): 3 clusters
  Score: Raw -18575108.576149 + Penalty 3924.873314 = -18571183.702835
  nChanged 11602
		SP:Iteration 5F (82575.710000 sec): 3 clusters
  Score: Raw -18582097.246063 + Penalty 3924.873314 = -18578172.372749
  nChanged 13173
		SP:Iteration 6F (82576.720000 sec): 3 clusters
  Score: Raw -18591645.681064 + Penalty 3924.873314 = -18587720.807750
  nChanged 12990
		SP:Iteration 7F (82577.700000 sec): 3 clusters
  Score: Raw -18602505.785364 + Penalty 3924.873314 = -18598580.912050
  nChanged 10810
		SP:Iteration 8F (82578.640000 sec): 3 clusters
  Score: Raw -18612742.033142 + Penalty 3924.873314 = -18608817.159828
  nChanged 7425
		SP:Iteration 9Q (82579.550000 sec): 3 clusters
  Score: Raw -18620045.610956 + Penalty 3924.873314 = -18616120.737641
  nChanged 4484
		SP:Iteration 10Q (82580.390000 sec): 3 clusters
  Score: Raw -18624127.845447 + Penalty 3924.873314 = -18620202.972133
  nChanged 2981
		SP:Iteration 11Q (82581.190000 sec): 3 clusters
  Score: Raw -18626520.590731 + Penalty 3924.873314 = -18622595.717417
  nChanged 2068
		SP:Iteration 12Q (82582.040000 sec): 3 clusters
  Score: Raw -18627969.439252 + Penalty 3924.873314 = -18624044.565938
  nChanged 1505
		SP:Iteration 13Q (82582.850000 sec): 3 clusters
  Score: Raw -18628920.130067 + Penalty 3924.873314 = -18624995.256753
  nChanged 1189
		SP:Iteration 14Q (82583.600000 sec): 3 clusters
  Score: Raw -18629596.490159 + Penalty 3924.873314 = -18625671.616845
  nChanged 970
		SP:Iteration 15Q (82584.400000 sec): 3 clusters
  Score: Raw -18630105.354108 + Penalty 3924.873314 = -18626180.480794
  nChanged 813
		SP:Iteration 16Q (82585.190000 sec): 3 clusters
  Score: Raw -18630519.255433 + Penalty 3924.873314 = -18626594.382119
  nChanged 675
		SP:Iteration 17Q (82585.940000 sec): 3 clusters
  Score: Raw -18630833.834028 + Penalty 3924.873314 = -18626908.960713
  nChanged 557
		SP:Iteration 18Q (82586.650000 sec): 3 clusters
  Score: Raw -18631075.915841 + Penalty 3924.873314 = -18627151.042527
  nChanged 429
		SP:Iteration 19Q (82587.420000 sec): 3 clusters
  Score: Raw -18631245.672987 + Penalty 3924.873314 = -18627320.799672
  nChanged 352
		SP:Iteration 20F (82588.210000 sec): 3 clusters
  Score: Raw -18631372.701115 + Penalty 3924.873314 = -18627447.827801
  nChanged 283
		SP:Iteration 21Q (82588.920000 sec): 3 clusters
  Score: Raw -18631463.675659 + Penalty 3924.873314 = -18627538.802345
  nChanged 238
		SP:Iteration 22Q (82589.650000 sec): 3 clusters
  Score: Raw -18631542.004237 + Penalty 3924.873314 = -18627617.130922
  nChanged 216
		SP:Iteration 23Q (82590.420000 sec): 3 clusters
  Score: Raw -18631611.276994 + Penalty 3924.873314 = -18627686.403680
  nChanged 202
		SP:Iteration 24Q (82591.170000 sec): 3 clusters
  Score: Raw -18631678.800694 + Penalty 3924.873314 = -18627753.927380
  nChanged 162
		SP:Iteration 25Q (82592.100000 sec): 3 clusters
  Score: Raw -18631732.503178 + Penalty 3924.873314 = -18627807.629863
  nChanged 156
		SP:Iteration 26Q (82592.960000 sec): 3 clusters
  Score: Raw -18631792.261777 + Penalty 3924.873314 = -18627867.388463
  nChanged 182
		SP:Iteration 27Q (82593.790000 sec): 3 clusters
  Score: Raw -18631859.283084 + Penalty 3924.873314 = -18627934.409769
  nChanged 146
		SP:Iteration 28Q (82594.850000 sec): 3 clusters
  Score: Raw -18631916.404920 + Penalty 3924.873314 = -18627991.531606
  nChanged 135
		SP:Iteration 29Q (82595.860000 sec): 3 clusters
  Score: Raw -18631971.043580 + Penalty 3924.873314 = -18628046.170266
  nChanged 112
		SP:Iteration 30Q (82596.970000 sec): 3 clusters
  Score: Raw -18632015.322460 + Penalty 3924.873314 = -18628090.449146
  nChanged 84
		SP:Iteration 31Q (82597.940000 sec): 3 clusters
  Score: Raw -18632039.857170 + Penalty 3924.873314 = -18628114.983856
  nChanged 61
		SP:Iteration 32Q (82598.840000 sec): 3 clusters
  Score: Raw -18632060.834398 + Penalty 3924.873314 = -18628135.961084
  nChanged 56
		SP:Iteration 33Q (82599.670000 sec): 3 clusters
  Score: Raw -18632080.157292 + Penalty 3924.873314 = -18628155.283978
  nChanged 50
		SP:Iteration 34Q (82600.420000 sec): 3 clusters
  Score: Raw -18632095.769939 + Penalty 3924.873314 = -18628170.896625
  nChanged 47
		SP:Iteration 35Q (82601.220000 sec): 3 clusters
  Score: Raw -18632110.192509 + Penalty 3924.873314 = -18628185.319195
  nChanged 39
		SP:Iteration 36Q (82602.000000 sec): 3 clusters
  Score: Raw -18632122.780671 + Penalty 3924.873314 = -18628197.907357
  nChanged 38
		SP:Iteration 37Q (82602.800000 sec): 3 clusters
  Score: Raw -18632133.159579 + Penalty 3924.873314 = -18628208.286265
  nChanged 25
		SP:Iteration 38Q (82603.560000 sec): 3 clusters
  Score: Raw -18632140.638106 + Penalty 3924.873314 = -18628215.764792
  nChanged 26
		SP:Iteration 39Q (82604.350000 sec): 3 clusters
  Score: Raw -18632148.698498 + Penalty 3924.873314 = -18628223.825184
  nChanged 22
		SP:Iteration 40F (82605.250000 sec): 3 clusters
  Score: Raw -18632153.771028 + Penalty 3924.873314 = -18628228.897714
  nChanged 10
		SP:Iteration 41Q (82606.010000 sec): 3 clusters
  Score: Raw -18632155.967936 + Penalty 3924.873314 = -18628231.094622
  nChanged 7
		SP:Iteration 42Q (82606.750000 sec): 3 clusters
  Score: Raw -18632157.539550 + Penalty 3924.873314 = -18628232.666236
  nChanged 6
		SP:Iteration 43Q (82607.540000 sec): 3 clusters
  Score: Raw -18632158.884047 + Penalty 3924.873314 = -18628234.010733
  nChanged 5
		SP:Iteration 44Q (82608.280000 sec): 3 clusters
  Score: Raw -18632160.116449 + Penalty 3924.873314 = -18628235.243134
  nChanged 10
		SP:Iteration 45Q (82609.120000 sec): 3 clusters
  Score: Raw -18632161.943232 + Penalty 3924.873314 = -18628237.069918
  nChanged 6
		SP:Iteration 46Q (82609.970000 sec): 3 clusters
  Score: Raw -18632162.903360 + Penalty 3924.873314 = -18628238.030046
  nChanged 4
		SP:Iteration 47Q (82610.830000 sec): 3 clusters
  Score: Raw -18632163.900716 + Penalty 3924.873314 = -18628239.027401
  nChanged 4
		SP:Iteration 48Q (82611.660000 sec): 3 clusters
  Score: Raw -18632164.846332 + Penalty 3924.873314 = -18628239.973018
  nChanged 1
		SP:Iteration 49Q (82612.510000 sec): 3 clusters
  Score: Raw -18632164.979152 + Penalty 3924.873314 = -18628240.105838
  nChanged 1
		SP:Iteration 50Q (82613.350000 sec): 3 clusters
  Score: Raw -18632165.252768 + Penalty 3924.873314 = -18628240.379454
  nChanged 2
		SP:Iteration 51Q (82614.200000 sec): 3 clusters
  Score: Raw -18632165.977953 + Penalty 3924.873314 = -18628241.104639
  nChanged 3
		SP:Iteration 52Q (82615.060000 sec): 3 clusters
  Score: Raw -18632167.383246 + Penalty 3924.873314 = -18628242.509932
  nChanged 4
		SP:Iteration 53Q (82615.930000 sec): 3 clusters
  Score: Raw -18632168.966301 + Penalty 3924.873314 = -18628244.092987
  nChanged 4
		SP:Iteration 54Q (82616.780000 sec): 3 clusters
  Score: Raw -18632169.793904 + Penalty 3924.873314 = -18628244.920590
  nChanged 3
		SP:Iteration 55Q (82617.580000 sec): 3 clusters
  Score: Raw -18632170.813570 + Penalty 3924.873314 = -18628245.940255
  nChanged 4
		SP:Iteration 56Q (82618.390000 sec): 3 clusters
  Score: Raw -18632171.629599 + Penalty 3924.873314 = -18628246.756285
  nChanged 2
		SP:Iteration 57Q (82619.270000 sec): 3 clusters
  Score: Raw -18632171.838567 + Penalty 3924.873314 = -18628246.965253
  nChanged 1
		SP:Iteration 58Q (82620.120000 sec): 3 clusters
  Score: Raw -18632172.032040 + Penalty 3924.873314 = -18628247.158726
  nChanged 0
		SP:Iteration 59F (82621.020000 sec): 3 clusters
  Score: Raw -18632172.032040 + Penalty 3924.873314 = -18628247.158726
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82621.220000 sec): 2 clusters
  Score: Raw -607856.964630 + Penalty 1416.490300 = -606440.474330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82621.470000 sec): 3 clusters
  Score: Raw -604583.034034 + Penalty 2832.980601 = -601750.053433
  nChanged 2556
		SP:Iteration 1F (82621.650000 sec): 3 clusters
  Score: Raw -606128.193410 + Penalty 2832.980601 = -603295.212810
  nChanged 482
		SP:Iteration 2F (82621.820000 sec): 3 clusters
  Score: Raw -606465.367788 + Penalty 2832.980601 = -603632.387187
  nChanged 416
		SP:Iteration 3F (82622.080000 sec): 3 clusters
  Score: Raw -606750.838230 + Penalty 2832.980601 = -603917.857629
  nChanged 406
		SP:Iteration 4F (82622.270000 sec): 3 clusters
  Score: Raw -607048.533598 + Penalty 2832.980601 = -604215.552997
  nChanged 393
		SP:Iteration 5F (82622.440000 sec): 3 clusters
  Score: Raw -607346.311131 + Penalty 2832.980601 = -604513.330530
  nChanged 380
		SP:Iteration 6F (82622.650000 sec): 3 clusters
  Score: Raw -607645.086644 + Penalty 2832.980601 = -604812.106044
  nChanged 312
		SP:Iteration 7F (82622.850000 sec): 3 clusters
  Score: Raw -607895.764677 + Penalty 2832.980601 = -605062.784076
  nChanged 261
		SP:Iteration 8Q (82623.060000 sec): 3 clusters
  Score: Raw -608100.039796 + Penalty 2832.980601 = -605267.059195
  nChanged 202
		SP:Iteration 9Q (82623.280000 sec): 3 clusters
  Score: Raw -608237.139441 + Penalty 2832.980601 = -605404.158840
  nChanged 144
		SP:Iteration 10Q (82623.480000 sec): 3 clusters
  Score: Raw -608325.542516 + Penalty 2832.980601 = -605492.561915
  nChanged 110
		SP:Iteration 11Q (82623.720000 sec): 3 clusters
  Score: Raw -608376.983874 + Penalty 2832.980601 = -605544.003274
  nChanged 77
		SP:Iteration 12Q (82623.900000 sec): 3 clusters
  Score: Raw -608416.762374 + Penalty 2832.980601 = -605583.781773
  nChanged 59
		SP:Iteration 13Q (82624.110000 sec): 3 clusters
  Score: Raw -608441.075191 + Penalty 2832.980601 = -605608.094590
  nChanged 40
		SP:Iteration 14Q (82624.270000 sec): 3 clusters
  Score: Raw -608458.737310 + Penalty 2832.980601 = -605625.756710
  nChanged 31
		SP:Iteration 15Q (82624.460000 sec): 3 clusters
  Score: Raw -608471.032216 + Penalty 2832.980601 = -605638.051615
  nChanged 32
		SP:Iteration 16Q (82624.640000 sec): 3 clusters
  Score: Raw -608483.610924 + Penalty 2832.980601 = -605650.630324
  nChanged 24
		SP:Iteration 17Q (82624.820000 sec): 3 clusters
  Score: Raw -608492.834947 + Penalty 2832.980601 = -605659.854347
  nChanged 24
		SP:Iteration 18Q (82624.970000 sec): 3 clusters
  Score: Raw -608504.500900 + Penalty 2832.980601 = -605671.520300
  nChanged 18
		SP:Iteration 19Q (82625.160000 sec): 3 clusters
  Score: Raw -608510.625670 + Penalty 2832.980601 = -605677.645069
  nChanged 10
		SP:Iteration 20F (82625.350000 sec): 3 clusters
  Score: Raw -608513.345942 + Penalty 2832.980601 = -605680.365341
  nChanged 7
		SP:Iteration 21Q (82625.570000 sec): 3 clusters
  Score: Raw -608515.425961 + Penalty 2832.980601 = -605682.445360
  nChanged 7
		SP:Iteration 22Q (82625.760000 sec): 3 clusters
  Score: Raw -608518.302200 + Penalty 2832.980601 = -605685.321599
  nChanged 11
		SP:Iteration 23Q (82625.960000 sec): 3 clusters
  Score: Raw -608521.639937 + Penalty 2832.980601 = -605688.659337
  nChanged 3
		SP:Iteration 24Q (82626.190000 sec): 3 clusters
  Score: Raw -608522.647167 + Penalty 2832.980601 = -605689.666566
  nChanged 2
		SP:Iteration 25Q (82626.380000 sec): 3 clusters
  Score: Raw -608522.942437 + Penalty 2832.980601 = -605689.961836
  nChanged 0
		SP:Iteration 26F (82626.550000 sec): 3 clusters
  Score: Raw -608522.942437 + Penalty 2832.980601 = -605689.961836
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (13605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82626.740000 sec): 2 clusters
  Score: Raw -1359181.179497 + Penalty 1546.706306 = -1357634.473192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82626.970000 sec): 3 clusters
  Score: Raw -1351188.708322 + Penalty 3093.412612 = -1348095.295711
  nChanged 6090
		SP:Iteration 1F (82627.210000 sec): 3 clusters
  Score: Raw -1354560.303455 + Penalty 3093.412612 = -1351466.890843
  nChanged 792
		SP:Iteration 2F (82627.450000 sec): 3 clusters
  Score: Raw -1354881.468780 + Penalty 3093.412612 = -1351788.056168
  nChanged 674
		SP:Iteration 3Q (82627.730000 sec): 3 clusters
  Score: Raw -1355163.442773 + Penalty 3093.412612 = -1352070.030162
  nChanged 659
		SP:Iteration 4Q (82627.940000 sec): 3 clusters
  Score: Raw -1355463.810320 + Penalty 3093.412612 = -1352370.397709
  nChanged 698
		SP:Iteration 5F (82628.180000 sec): 3 clusters
  Score: Raw -1355823.035782 + Penalty 3093.412612 = -1352729.623171
  nChanged 715
		SP:Iteration 6F (82628.400000 sec): 3 clusters
  Score: Raw -1356229.716398 + Penalty 3093.412612 = -1353136.303786
  nChanged 730
		SP:Iteration 7F (82628.650000 sec): 3 clusters
  Score: Raw -1356671.248323 + Penalty 3093.412612 = -1353577.835712
  nChanged 748
		SP:Iteration 8F (82628.930000 sec): 3 clusters
  Score: Raw -1357156.330668 + Penalty 3093.412612 = -1354062.918057
  nChanged 693
		SP:Iteration 9F (82629.180000 sec): 3 clusters
  Score: Raw -1357651.005786 + Penalty 3093.412612 = -1354557.593175
  nChanged 616
		SP:Iteration 10Q (82629.390000 sec): 3 clusters
  Score: Raw -1358136.672468 + Penalty 3093.412612 = -1355043.259856
  nChanged 500
		SP:Iteration 11Q (82629.630000 sec): 3 clusters
  Score: Raw -1358557.218689 + Penalty 3093.412612 = -1355463.806077
  nChanged 363
		SP:Iteration 12Q (82629.910000 sec): 3 clusters
  Score: Raw -1358850.489269 + Penalty 3093.412612 = -1355757.076657
  nChanged 243
		SP:Iteration 13Q (82630.150000 sec): 3 clusters
  Score: Raw -1359046.951194 + Penalty 3093.412612 = -1355953.538582
  nChanged 161
		SP:Iteration 14Q (82630.360000 sec): 3 clusters
  Score: Raw -1359174.843058 + Penalty 3093.412612 = -1356081.430446
  nChanged 110
		SP:Iteration 15Q (82630.560000 sec): 3 clusters
  Score: Raw -1359259.522504 + Penalty 3093.412612 = -1356166.109893
  nChanged 84
		SP:Iteration 16Q (82630.820000 sec): 3 clusters
  Score: Raw -1359311.947628 + Penalty 3093.412612 = -1356218.535016
  nChanged 67
		SP:Iteration 17Q (82631.010000 sec): 3 clusters
  Score: Raw -1359347.826192 + Penalty 3093.412612 = -1356254.413580
  nChanged 36
		SP:Iteration 18Q (82631.240000 sec): 3 clusters
  Score: Raw -1359365.592800 + Penalty 3093.412612 = -1356272.180189
  nChanged 23
		SP:Iteration 19Q (82631.490000 sec): 3 clusters
  Score: Raw -1359378.339785 + Penalty 3093.412612 = -1356284.927173
  nChanged 20
		SP:Iteration 20F (82631.730000 sec): 3 clusters
  Score: Raw -1359388.457284 + Penalty 3093.412612 = -1356295.044672
  nChanged 19
		SP:Iteration 21Q (82631.960000 sec): 3 clusters
  Score: Raw -1359396.399222 + Penalty 3093.412612 = -1356302.986610
  nChanged 9
		SP:Iteration 22Q (82632.240000 sec): 3 clusters
  Score: Raw -1359401.263259 + Penalty 3093.412612 = -1356307.850648
  nChanged 10
		SP:Iteration 23Q (82632.500000 sec): 3 clusters
  Score: Raw -1359406.534457 + Penalty 3093.412612 = -1356313.121846
  nChanged 11
		SP:Iteration 24Q (82632.730000 sec): 3 clusters
  Score: Raw -1359412.301892 + Penalty 3093.412612 = -1356318.889281
  nChanged 8
		SP:Iteration 25Q (82632.960000 sec): 3 clusters
  Score: Raw -1359415.993170 + Penalty 3093.412612 = -1356322.580558
  nChanged 7
		SP:Iteration 26Q (82633.210000 sec): 3 clusters
  Score: Raw -1359419.911020 + Penalty 3093.412612 = -1356326.498408
  nChanged 13
		SP:Iteration 27Q (82633.500000 sec): 3 clusters
  Score: Raw -1359425.908910 + Penalty 3093.412612 = -1356332.496298
  nChanged 8
		SP:Iteration 28Q (82633.710000 sec): 3 clusters
  Score: Raw -1359431.436792 + Penalty 3093.412612 = -1356338.024181
  nChanged 6
		SP:Iteration 29Q (82633.950000 sec): 3 clusters
  Score: Raw -1359434.548439 + Penalty 3093.412612 = -1356341.135827
  nChanged 8
		SP:Iteration 30Q (82634.160000 sec): 3 clusters
  Score: Raw -1359438.146342 + Penalty 3093.412612 = -1356344.733730
  nChanged 6
		SP:Iteration 31Q (82634.370000 sec): 3 clusters
  Score: Raw -1359440.246320 + Penalty 3093.412612 = -1356346.833708
  nChanged 1
		SP:Iteration 32Q (82634.550000 sec): 3 clusters
  Score: Raw -1359440.634663 + Penalty 3093.412612 = -1356347.222051
  nChanged 0
		SP:Iteration 33F (82634.810000 sec): 3 clusters
  Score: Raw -1359440.634663 + Penalty 3093.412612 = -1356347.222051
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (3893 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82634.950000 sec): 2 clusters
  Score: Raw -421463.354131 + Penalty 1343.376994 = -420119.977137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82635.180000 sec): 3 clusters
  Score: Raw -419567.973988 + Penalty 2686.753988 = -416881.220000
  nChanged 1488
		SP:Iteration 1F (82635.380000 sec): 3 clusters
  Score: Raw -420382.882980 + Penalty 2686.753988 = -417696.128992
  nChanged 287
		SP:Iteration 2F (82635.550000 sec): 3 clusters
  Score: Raw -420544.132106 + Penalty 2686.753988 = -417857.378118
  nChanged 200
		SP:Iteration 3F (82635.690000 sec): 3 clusters
  Score: Raw -420663.210481 + Penalty 2686.753988 = -417976.456493
  nChanged 177
		SP:Iteration 4Q (82635.930000 sec): 3 clusters
  Score: Raw -420775.443188 + Penalty 2686.753988 = -418088.689200
  nChanged 172
		SP:Iteration 5Q (82636.150000 sec): 3 clusters
  Score: Raw -420896.671166 + Penalty 2686.753988 = -418209.917178
  nChanged 159
		SP:Iteration 6Q (82636.320000 sec): 3 clusters
  Score: Raw -421017.804688 + Penalty 2686.753988 = -418331.050700
  nChanged 164
		SP:Iteration 7Q (82636.530000 sec): 3 clusters
  Score: Raw -421174.603135 + Penalty 2686.753988 = -418487.849147
  nChanged 177
		SP:Iteration 8Q (82636.720000 sec): 3 clusters
  Score: Raw -421334.845806 + Penalty 2686.753988 = -418648.091818
  nChanged 180
		SP:Iteration 9Q (82636.970000 sec): 3 clusters
  Score: Raw -421469.624959 + Penalty 2686.753988 = -418782.870971
  nChanged 151
		SP:Iteration 10Q (82637.130000 sec): 3 clusters
  Score: Raw -421587.136903 + Penalty 2686.753988 = -418900.382915
  nChanged 145
		SP:Iteration 11Q (82637.310000 sec): 3 clusters
  Score: Raw -421705.701268 + Penalty 2686.753988 = -419018.947280
  nChanged 140
		SP:Iteration 12Q (82637.530000 sec): 3 clusters
  Score: Raw -421809.314600 + Penalty 2686.753988 = -419122.560612
  nChanged 114
		SP:Iteration 13Q (82637.710000 sec): 3 clusters
  Score: Raw -421884.997598 + Penalty 2686.753988 = -419198.243610
  nChanged 99
		SP:Iteration 14Q (82637.880000 sec): 3 clusters
  Score: Raw -421956.773268 + Penalty 2686.753988 = -419270.019280
  nChanged 84
		SP:Iteration 15Q (82638.040000 sec): 3 clusters
  Score: Raw -422017.010486 + Penalty 2686.753988 = -419330.256498
  nChanged 76
		SP:Iteration 16Q (82638.230000 sec): 3 clusters
  Score: Raw -422072.687180 + Penalty 2686.753988 = -419385.933192
  nChanged 68
		SP:Iteration 17Q (82638.470000 sec): 3 clusters
  Score: Raw -422119.988158 + Penalty 2686.753988 = -419433.234170
  nChanged 46
		SP:Iteration 18Q (82638.730000 sec): 3 clusters
  Score: Raw -422155.005224 + Penalty 2686.753988 = -419468.251236
  nChanged 39
		SP:Iteration 19Q (82638.880000 sec): 3 clusters
  Score: Raw -422185.383013 + Penalty 2686.753988 = -419498.629025
  nChanged 30
		SP:Iteration 20F (82639.140000 sec): 3 clusters
  Score: Raw -422201.617265 + Penalty 2686.753988 = -419514.863277
  nChanged 26
		SP:Iteration 21Q (82639.380000 sec): 3 clusters
  Score: Raw -422212.322635 + Penalty 2686.753988 = -419525.568647
  nChanged 13
		SP:Iteration 22Q (82639.600000 sec): 3 clusters
  Score: Raw -422217.735695 + Penalty 2686.753988 = -419530.981708
  nChanged 6
		SP:Iteration 23Q (82639.750000 sec): 3 clusters
  Score: Raw -422219.763997 + Penalty 2686.753988 = -419533.010009
  nChanged 6
		SP:Iteration 24Q (82639.970000 sec): 3 clusters
  Score: Raw -422221.876795 + Penalty 2686.753988 = -419535.122807
  nChanged 8
		SP:Iteration 25Q (82640.170000 sec): 3 clusters
  Score: Raw -422225.626076 + Penalty 2686.753988 = -419538.872088
  nChanged 3
		SP:Iteration 26Q (82640.420000 sec): 3 clusters
  Score: Raw -422226.324193 + Penalty 2686.753988 = -419539.570205
  nChanged 2
		SP:Iteration 27Q (82640.610000 sec): 3 clusters
  Score: Raw -422226.762935 + Penalty 2686.753988 = -419540.008947
  nChanged 0
		SP:Iteration 28F (82640.770000 sec): 3 clusters
  Score: Raw -422226.762935 + Penalty 2686.753988 = -419540.008947
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (120464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82641.460000 sec): 2 clusters
  Score: Raw -12496920.519735 + Penalty 1901.104763 = -12495019.414973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82642.290000 sec): 3 clusters
  Score: Raw -12418031.267018 + Penalty 3802.209525 = -12414229.057493
  nChanged 57839
		SP:Iteration 1F (82643.060000 sec): 3 clusters
  Score: Raw -12453088.846095 + Penalty 3802.209525 = -12449286.636570
  nChanged 4828
		SP:Iteration 2Q (82643.860000 sec): 3 clusters
  Score: Raw -12454802.445870 + Penalty 3802.209525 = -12451000.236345
  nChanged 5085
		SP:Iteration 3Q (82644.590000 sec): 3 clusters
  Score: Raw -12456948.523620 + Penalty 3802.209525 = -12453146.314094
  nChanged 5597
		SP:Iteration 4Q (82645.290000 sec): 3 clusters
  Score: Raw -12459599.622239 + Penalty 3802.209525 = -12455797.412714
  nChanged 6032
		SP:Iteration 5F (82645.910000 sec): 3 clusters
  Score: Raw -12462820.658514 + Penalty 3802.209525 = -12459018.448988
  nChanged 6395
		SP:Iteration 6F (82646.560000 sec): 3 clusters
  Score: Raw -12466625.061416 + Penalty 3802.209525 = -12462822.851891
  nChanged 6891
		SP:Iteration 7F (82647.210000 sec): 3 clusters
  Score: Raw -12470924.357011 + Penalty 3802.209525 = -12467122.147486
  nChanged 6715
		SP:Iteration 8F (82647.900000 sec): 3 clusters
  Score: Raw -12474866.283384 + Penalty 3802.209525 = -12471064.073859
  nChanged 5722
		SP:Iteration 9Q (82648.640000 sec): 3 clusters
  Score: Raw -12477482.159269 + Penalty 3802.209525 = -12473679.949743
  nChanged 4137
		SP:Iteration 10Q (82649.440000 sec): 3 clusters
  Score: Raw -12478738.184234 + Penalty 3802.209525 = -12474935.974709
  nChanged 2549
		SP:Iteration 11Q (82650.140000 sec): 3 clusters
  Score: Raw -12479233.585458 + Penalty 3802.209525 = -12475431.375933
  nChanged 1626
		SP:Iteration 12Q (82650.810000 sec): 3 clusters
  Score: Raw -12479455.190128 + Penalty 3802.209525 = -12475652.980603
  nChanged 1054
		SP:Iteration 13Q (82651.480000 sec): 3 clusters
  Score: Raw -12479584.005397 + Penalty 3802.209525 = -12475781.795871
  nChanged 866
		SP:Iteration 14Q (82652.290000 sec): 3 clusters
  Score: Raw -12479687.283717 + Penalty 3802.209525 = -12475885.074192
  nChanged 788
		SP:Iteration 15Q (82653.050000 sec): 3 clusters
  Score: Raw -12479777.305348 + Penalty 3802.209525 = -12475975.095823
  nChanged 719
		SP:Iteration 16Q (82653.780000 sec): 3 clusters
  Score: Raw -12479857.901864 + Penalty 3802.209525 = -12476055.692338
  nChanged 704
		SP:Iteration 17Q (82654.540000 sec): 3 clusters
  Score: Raw -12479940.998224 + Penalty 3802.209525 = -12476138.788699
  nChanged 694
		SP:Iteration 18Q (82655.330000 sec): 3 clusters
  Score: Raw -12480019.148569 + Penalty 3802.209525 = -12476216.939044
  nChanged 737
		SP:Iteration 19Q (82656.110000 sec): 3 clusters
  Score: Raw -12480106.296348 + Penalty 3802.209525 = -12476304.086823
  nChanged 770
		SP:Iteration 20F (82656.880000 sec): 3 clusters
  Score: Raw -12480196.614369 + Penalty 3802.209525 = -12476394.404843
  nChanged 767
		SP:Iteration 21Q (82657.560000 sec): 3 clusters
  Score: Raw -12480289.839838 + Penalty 3802.209525 = -12476487.630313
  nChanged 835
		SP:Iteration 22Q (82658.280000 sec): 3 clusters
  Score: Raw -12480393.267292 + Penalty 3802.209525 = -12476591.057767
  nChanged 795
		SP:Iteration 23Q (82659.020000 sec): 3 clusters
  Score: Raw -12480495.530683 + Penalty 3802.209525 = -12476693.321157
  nChanged 858
		SP:Iteration 24Q (82659.750000 sec): 3 clusters
  Score: Raw -12480606.075027 + Penalty 3802.209525 = -12476803.865502
  nChanged 930
		SP:Iteration 25Q (82660.520000 sec): 3 clusters
  Score: Raw -12480728.438140 + Penalty 3802.209525 = -12476926.228614
  nChanged 949
		SP:Iteration 26Q (82661.280000 sec): 3 clusters
  Score: Raw -12480857.137525 + Penalty 3802.209525 = -12477054.927999
  nChanged 987
		SP:Iteration 27Q (82662.080000 sec): 3 clusters
  Score: Raw -12481000.513548 + Penalty 3802.209525 = -12477198.304022
  nChanged 1046
		SP:Iteration 28Q (82662.830000 sec): 3 clusters
  Score: Raw -12481163.652178 + Penalty 3802.209525 = -12477361.442653
  nChanged 1128
		SP:Iteration 29Q (82663.530000 sec): 3 clusters
  Score: Raw -12481353.910587 + Penalty 3802.209525 = -12477551.701062
  nChanged 1225
		SP:Iteration 30Q (82664.240000 sec): 3 clusters
  Score: Raw -12481567.716952 + Penalty 3802.209525 = -12477765.507426
  nChanged 1245
		SP:Iteration 31Q (82664.920000 sec): 3 clusters
  Score: Raw -12481791.254499 + Penalty 3802.209525 = -12477989.044973
  nChanged 1311
		SP:Iteration 32Q (82665.610000 sec): 3 clusters
  Score: Raw -12482045.930007 + Penalty 3802.209525 = -12478243.720482
  nChanged 1444
		SP:Iteration 33Q (82666.280000 sec): 3 clusters
  Score: Raw -12482356.070202 + Penalty 3802.209525 = -12478553.860677
  nChanged 1581
		SP:Iteration 34Q (82666.940000 sec): 3 clusters
  Score: Raw -12482733.040861 + Penalty 3802.209525 = -12478930.831336
  nChanged 1748
		SP:Iteration 35Q (82667.660000 sec): 3 clusters
  Score: Raw -12483204.191671 + Penalty 3802.209525 = -12479401.982146
  nChanged 1878
		SP:Iteration 36Q (82668.380000 sec): 3 clusters
  Score: Raw -12483747.444868 + Penalty 3802.209525 = -12479945.235342
  nChanged 2018
		SP:Iteration 37Q (82669.140000 sec): 3 clusters
  Score: Raw -12484381.889690 + Penalty 3802.209525 = -12480579.680165
  nChanged 2084
		SP:Iteration 38Q (82669.820000 sec): 3 clusters
  Score: Raw -12485068.836144 + Penalty 3802.209525 = -12481266.626619
  nChanged 2115
		SP:Iteration 39Q (82670.490000 sec): 3 clusters
  Score: Raw -12485795.590134 + Penalty 3802.209525 = -12481993.380608
  nChanged 2125
		SP:Iteration 40F (82671.170000 sec): 3 clusters
  Score: Raw -12486581.136642 + Penalty 3802.209525 = -12482778.927117
  nChanged 2156
		SP:Iteration 41Q (82671.830000 sec): 3 clusters
  Score: Raw -12487433.754964 + Penalty 3802.209525 = -12483631.545438
  nChanged 2162
		SP:Iteration 42Q (82672.470000 sec): 3 clusters
  Score: Raw -12488327.583328 + Penalty 3802.209525 = -12484525.373803
  nChanged 2091
		SP:Iteration 43Q (82673.090000 sec): 3 clusters
  Score: Raw -12489243.243385 + Penalty 3802.209525 = -12485441.033859
  nChanged 2070
		SP:Iteration 44Q (82673.740000 sec): 3 clusters
  Score: Raw -12490220.377547 + Penalty 3802.209525 = -12486418.168021
  nChanged 2015
		SP:Iteration 45Q (82674.390000 sec): 3 clusters
  Score: Raw -12491218.909501 + Penalty 3802.209525 = -12487416.699976
  nChanged 1910
		SP:Iteration 46Q (82675.020000 sec): 3 clusters
  Score: Raw -12492228.733873 + Penalty 3802.209525 = -12488426.524348
  nChanged 1779
		SP:Iteration 47Q (82675.570000 sec): 3 clusters
  Score: Raw -12493246.261051 + Penalty 3802.209525 = -12489444.051526
  nChanged 1557
		SP:Iteration 48Q (82676.090000 sec): 3 clusters
  Score: Raw -12494195.516313 + Penalty 3802.209525 = -12490393.306787
  nChanged 1372
		SP:Iteration 49Q (82676.780000 sec): 3 clusters
  Score: Raw -12495072.707635 + Penalty 3802.209525 = -12491270.498109
  nChanged 1082
		SP:Iteration 50Q (82677.400000 sec): 3 clusters
  Score: Raw -12495802.522346 + Penalty 3802.209525 = -12492000.312820
  nChanged 791
		SP:Iteration 51Q (82678.040000 sec): 3 clusters
  Score: Raw -12496319.457545 + Penalty 3802.209525 = -12492517.248019
  nChanged 530
		SP:Iteration 52Q (82678.670000 sec): 3 clusters
  Score: Raw -12496659.474305 + Penalty 3802.209525 = -12492857.264780
  nChanged 356
		SP:Iteration 53Q (82679.360000 sec): 3 clusters
  Score: Raw -12496887.323546 + Penalty 3802.209525 = -12493085.114020
  nChanged 239
		SP:Iteration 54Q (82680.000000 sec): 3 clusters
  Score: Raw -12497059.637731 + Penalty 3802.209525 = -12493257.428206
  nChanged 171
		SP:Iteration 55Q (82680.650000 sec): 3 clusters
  Score: Raw -12497182.002531 + Penalty 3802.209525 = -12493379.793005
  nChanged 100
		SP:Iteration 56Q (82681.330000 sec): 3 clusters
  Score: Raw -12497247.303336 + Penalty 3802.209525 = -12493445.093811
  nChanged 66
		SP:Iteration 57Q (82681.910000 sec): 3 clusters
  Score: Raw -12497281.894556 + Penalty 3802.209525 = -12493479.685030
  nChanged 43
		SP:Iteration 58Q (82682.490000 sec): 3 clusters
  Score: Raw -12497300.972867 + Penalty 3802.209525 = -12493498.763342
  nChanged 27
		SP:Iteration 59Q (82683.030000 sec): 3 clusters
  Score: Raw -12497313.955046 + Penalty 3802.209525 = -12493511.745520
  nChanged 19
		SP:Iteration 60F (82683.640000 sec): 3 clusters
  Score: Raw -12497322.670069 + Penalty 3802.209525 = -12493520.460544
  nChanged 21
		SP:Iteration 61Q (82684.300000 sec): 3 clusters
  Score: Raw -12497332.500607 + Penalty 3802.209525 = -12493530.291082
  nChanged 18
		SP:Iteration 62Q (82684.890000 sec): 3 clusters
  Score: Raw -12497340.741713 + Penalty 3802.209525 = -12493538.532188
  nChanged 16
		SP:Iteration 63Q (82685.530000 sec): 3 clusters
  Score: Raw -12497348.858366 + Penalty 3802.209525 = -12493546.648841
  nChanged 12
		SP:Iteration 64Q (82686.160000 sec): 3 clusters
  Score: Raw -12497355.314783 + Penalty 3802.209525 = -12493553.105257
  nChanged 12
		SP:Iteration 65Q (82686.740000 sec): 3 clusters
  Score: Raw -12497358.228215 + Penalty 3802.209525 = -12493556.018690
  nChanged 6
		SP:Iteration 66Q (82687.290000 sec): 3 clusters
  Score: Raw -12497360.019688 + Penalty 3802.209525 = -12493557.810162
  nChanged 3
		SP:Iteration 67Q (82687.900000 sec): 3 clusters
  Score: Raw -12497361.334450 + Penalty 3802.209525 = -12493559.124925
  nChanged 4
		SP:Iteration 68Q (82688.500000 sec): 3 clusters
  Score: Raw -12497362.323905 + Penalty 3802.209525 = -12493560.114379
  nChanged 3
		SP:Iteration 69Q (82689.130000 sec): 3 clusters
  Score: Raw -12497363.234582 + Penalty 3802.209525 = -12493561.025057
  nChanged 3
		SP:Iteration 70Q (82689.740000 sec): 3 clusters
  Score: Raw -12497364.694936 + Penalty 3802.209525 = -12493562.485411
  nChanged 2
		SP:Iteration 71Q (82690.280000 sec): 3 clusters
  Score: Raw -12497365.269588 + Penalty 3802.209525 = -12493563.060063
  nChanged 0
		SP:Iteration 72F (82690.900000 sec): 3 clusters
  Score: Raw -12497365.269588 + Penalty 3802.209525 = -12493563.060063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (11229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82691.090000 sec): 2 clusters
  Score: Raw -1048397.638746 + Penalty 1515.516437 = -1046882.122309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82691.320000 sec): 3 clusters
  Score: Raw -1042110.204168 + Penalty 3031.032874 = -1039079.171294
  nChanged 4872
		SP:Iteration 1F (82691.570000 sec): 3 clusters
  Score: Raw -1045314.245928 + Penalty 3031.032874 = -1042283.213054
  nChanged 1078
		SP:Iteration 2F (82691.820000 sec): 3 clusters
  Score: Raw -1046421.785898 + Penalty 3031.032874 = -1043390.753024
  nChanged 980
		SP:Iteration 3F (82692.030000 sec): 3 clusters
  Score: Raw -1047333.619602 + Penalty 3031.032874 = -1044302.586729
  nChanged 771
		SP:Iteration 4F (82692.210000 sec): 3 clusters
  Score: Raw -1047861.064926 + Penalty 3031.032874 = -1044830.032052
  nChanged 561
		SP:Iteration 5Q (82692.500000 sec): 3 clusters
  Score: Raw -1048157.936072 + Penalty 3031.032874 = -1045126.903198
  nChanged 410
		SP:Iteration 6Q (82692.700000 sec): 3 clusters
  Score: Raw -1048337.213525 + Penalty 3031.032874 = -1045306.180651
  nChanged 329
		SP:Iteration 7Q (82692.950000 sec): 3 clusters
  Score: Raw -1048470.959430 + Penalty 3031.032874 = -1045439.926556
  nChanged 248
		SP:Iteration 8Q (82693.190000 sec): 3 clusters
  Score: Raw -1048559.671154 + Penalty 3031.032874 = -1045528.638280
  nChanged 213
		SP:Iteration 9Q (82693.410000 sec): 3 clusters
  Score: Raw -1048635.361373 + Penalty 3031.032874 = -1045604.328499
  nChanged 187
		SP:Iteration 10Q (82693.660000 sec): 3 clusters
  Score: Raw -1048691.378367 + Penalty 3031.032874 = -1045660.345493
  nChanged 157
		SP:Iteration 11Q (82693.890000 sec): 3 clusters
  Score: Raw -1048745.298061 + Penalty 3031.032874 = -1045714.265187
  nChanged 173
		SP:Iteration 12Q (82694.130000 sec): 3 clusters
  Score: Raw -1048816.331688 + Penalty 3031.032874 = -1045785.298814
  nChanged 151
		SP:Iteration 13Q (82694.380000 sec): 3 clusters
  Score: Raw -1048867.250778 + Penalty 3031.032874 = -1045836.217904
  nChanged 139
		SP:Iteration 14Q (82694.600000 sec): 3 clusters
  Score: Raw -1048908.227756 + Penalty 3031.032874 = -1045877.194882
  nChanged 136
		SP:Iteration 15Q (82694.840000 sec): 3 clusters
  Score: Raw -1048946.391995 + Penalty 3031.032874 = -1045915.359121
  nChanged 111
		SP:Iteration 16Q (82695.050000 sec): 3 clusters
  Score: Raw -1048976.856595 + Penalty 3031.032874 = -1045945.823721
  nChanged 127
		SP:Iteration 17Q (82695.280000 sec): 3 clusters
  Score: Raw -1049016.107356 + Penalty 3031.032874 = -1045985.074482
  nChanged 125
		SP:Iteration 18Q (82695.480000 sec): 3 clusters
  Score: Raw -1049059.526124 + Penalty 3031.032874 = -1046028.493250
  nChanged 123
		SP:Iteration 19Q (82695.700000 sec): 3 clusters
  Score: Raw -1049104.470000 + Penalty 3031.032874 = -1046073.437126
  nChanged 113
		SP:Iteration 20F (82695.920000 sec): 3 clusters
  Score: Raw -1049143.439964 + Penalty 3031.032874 = -1046112.407090
  nChanged 112
		SP:Iteration 21Q (82696.130000 sec): 3 clusters
  Score: Raw -1049182.649537 + Penalty 3031.032874 = -1046151.616664
  nChanged 130
		SP:Iteration 22Q (82696.390000 sec): 3 clusters
  Score: Raw -1049230.859515 + Penalty 3031.032874 = -1046199.826641
  nChanged 120
		SP:Iteration 23Q (82696.600000 sec): 3 clusters
  Score: Raw -1049276.615250 + Penalty 3031.032874 = -1046245.582376
  nChanged 121
		SP:Iteration 24Q (82696.790000 sec): 3 clusters
  Score: Raw -1049321.648168 + Penalty 3031.032874 = -1046290.615294
  nChanged 118
		SP:Iteration 25Q (82697.000000 sec): 3 clusters
  Score: Raw -1049371.813812 + Penalty 3031.032874 = -1046340.780938
  nChanged 125
		SP:Iteration 26Q (82697.170000 sec): 3 clusters
  Score: Raw -1049424.782885 + Penalty 3031.032874 = -1046393.750012
  nChanged 143
		SP:Iteration 27Q (82697.360000 sec): 3 clusters
  Score: Raw -1049484.582783 + Penalty 3031.032874 = -1046453.549909
  nChanged 120
		SP:Iteration 28Q (82697.510000 sec): 3 clusters
  Score: Raw -1049538.378757 + Penalty 3031.032874 = -1046507.345883
  nChanged 127
		SP:Iteration 29Q (82697.680000 sec): 3 clusters
  Score: Raw -1049582.103776 + Penalty 3031.032874 = -1046551.070902
  nChanged 87
		SP:Iteration 30Q (82697.940000 sec): 3 clusters
  Score: Raw -1049606.394125 + Penalty 3031.032874 = -1046575.361251
  nChanged 81
		SP:Iteration 31Q (82698.150000 sec): 3 clusters
  Score: Raw -1049629.715634 + Penalty 3031.032874 = -1046598.682760
  nChanged 76
		SP:Iteration 32Q (82698.400000 sec): 3 clusters
  Score: Raw -1049652.589818 + Penalty 3031.032874 = -1046621.556944
  nChanged 63
		SP:Iteration 33Q (82698.630000 sec): 3 clusters
  Score: Raw -1049668.781304 + Penalty 3031.032874 = -1046637.748430
  nChanged 51
		SP:Iteration 34Q (82698.840000 sec): 3 clusters
  Score: Raw -1049682.123090 + Penalty 3031.032874 = -1046651.090216
  nChanged 66
		SP:Iteration 35Q (82699.030000 sec): 3 clusters
  Score: Raw -1049701.600228 + Penalty 3031.032874 = -1046670.567354
  nChanged 56
		SP:Iteration 36Q (82699.250000 sec): 3 clusters
  Score: Raw -1049714.853443 + Penalty 3031.032874 = -1046683.820569
  nChanged 44
		SP:Iteration 37Q (82699.470000 sec): 3 clusters
  Score: Raw -1049725.294851 + Penalty 3031.032874 = -1046694.261978
  nChanged 41
		SP:Iteration 38Q (82699.700000 sec): 3 clusters
  Score: Raw -1049733.125790 + Penalty 3031.032874 = -1046702.092916
  nChanged 33
		SP:Iteration 39Q (82699.840000 sec): 3 clusters
  Score: Raw -1049740.843372 + Penalty 3031.032874 = -1046709.810499
  nChanged 29
		SP:Iteration 40F (82700.060000 sec): 3 clusters
  Score: Raw -1049747.262378 + Penalty 3031.032874 = -1046716.229504
  nChanged 23
		SP:Iteration 41Q (82700.290000 sec): 3 clusters
  Score: Raw -1049752.272772 + Penalty 3031.032874 = -1046721.239898
  nChanged 21
		SP:Iteration 42Q (82700.430000 sec): 3 clusters
  Score: Raw -1049755.765418 + Penalty 3031.032874 = -1046724.732544
  nChanged 17
		SP:Iteration 43Q (82700.590000 sec): 3 clusters
  Score: Raw -1049758.614453 + Penalty 3031.032874 = -1046727.581579
  nChanged 15
		SP:Iteration 44Q (82700.820000 sec): 3 clusters
  Score: Raw -1049761.205168 + Penalty 3031.032874 = -1046730.172294
  nChanged 15
		SP:Iteration 45Q (82700.990000 sec): 3 clusters
  Score: Raw -1049764.649531 + Penalty 3031.032874 = -1046733.616657
  nChanged 16
		SP:Iteration 46Q (82701.110000 sec): 3 clusters
  Score: Raw -1049767.098886 + Penalty 3031.032874 = -1046736.066012
  nChanged 11
		SP:Iteration 47Q (82701.300000 sec): 3 clusters
  Score: Raw -1049768.537884 + Penalty 3031.032874 = -1046737.505010
  nChanged 7
		SP:Iteration 48Q (82701.510000 sec): 3 clusters
  Score: Raw -1049769.940801 + Penalty 3031.032874 = -1046738.907927
  nChanged 9
		SP:Iteration 49Q (82701.700000 sec): 3 clusters
  Score: Raw -1049771.277757 + Penalty 3031.032874 = -1046740.244883
  nChanged 8
		SP:Iteration 50Q (82701.920000 sec): 3 clusters
  Score: Raw -1049772.133194 + Penalty 3031.032874 = -1046741.100320
  nChanged 5
		SP:Iteration 51Q (82702.090000 sec): 3 clusters
  Score: Raw -1049772.862803 + Penalty 3031.032874 = -1046741.829930
  nChanged 6
		SP:Iteration 52Q (82702.310000 sec): 3 clusters
  Score: Raw -1049773.451856 + Penalty 3031.032874 = -1046742.418982
  nChanged 5
		SP:Iteration 53Q (82702.530000 sec): 3 clusters
  Score: Raw -1049773.896084 + Penalty 3031.032874 = -1046742.863210
  nChanged 1
		SP:Iteration 54Q (82702.710000 sec): 3 clusters
  Score: Raw -1049774.003725 + Penalty 3031.032874 = -1046742.970851
  nChanged 0
		SP:Iteration 55F (82702.910000 sec): 3 clusters
  Score: Raw -1049774.003725 + Penalty 3031.032874 = -1046742.970851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (7960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82703.050000 sec): 2 clusters
  Score: Raw -790789.502560 + Penalty 1459.604945 = -789329.897615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82703.210000 sec): 3 clusters
  Score: Raw -786402.563234 + Penalty 2919.209891 = -783483.353343
  nChanged 3364
		SP:Iteration 1F (82703.410000 sec): 3 clusters
  Score: Raw -788411.513484 + Penalty 2919.209891 = -785492.303593
  nChanged 700
		SP:Iteration 2F (82703.650000 sec): 3 clusters
  Score: Raw -789129.280855 + Penalty 2919.209891 = -786210.070965
  nChanged 714
		SP:Iteration 3F (82703.840000 sec): 3 clusters
  Score: Raw -790076.150903 + Penalty 2919.209891 = -787156.941013
  nChanged 694
		SP:Iteration 4F (82704.050000 sec): 3 clusters
  Score: Raw -790741.035360 + Penalty 2919.209891 = -787821.825469
  nChanged 582
		SP:Iteration 5F (82704.280000 sec): 3 clusters
  Score: Raw -791195.564662 + Penalty 2919.209891 = -788276.354772
  nChanged 448
		SP:Iteration 6F (82704.480000 sec): 3 clusters
  Score: Raw -791508.358834 + Penalty 2919.209891 = -788589.148944
  nChanged 358
		SP:Iteration 7Q (82704.670000 sec): 3 clusters
  Score: Raw -791733.624255 + Penalty 2919.209891 = -788814.414364
  nChanged 277
		SP:Iteration 8Q (82704.900000 sec): 3 clusters
  Score: Raw -791887.360458 + Penalty 2919.209891 = -788968.150568
  nChanged 208
		SP:Iteration 9Q (82705.090000 sec): 3 clusters
  Score: Raw -791986.713105 + Penalty 2919.209891 = -789067.503214
  nChanged 167
		SP:Iteration 10Q (82705.290000 sec): 3 clusters
  Score: Raw -792057.470220 + Penalty 2919.209891 = -789138.260329
  nChanged 144
		SP:Iteration 11Q (82705.490000 sec): 3 clusters
  Score: Raw -792120.546458 + Penalty 2919.209891 = -789201.336567
  nChanged 126
		SP:Iteration 12Q (82705.710000 sec): 3 clusters
  Score: Raw -792177.988250 + Penalty 2919.209891 = -789258.778359
  nChanged 103
		SP:Iteration 13Q (82705.910000 sec): 3 clusters
  Score: Raw -792223.803834 + Penalty 2919.209891 = -789304.593943
  nChanged 110
		SP:Iteration 14Q (82706.140000 sec): 3 clusters
  Score: Raw -792284.506854 + Penalty 2919.209891 = -789365.296963
  nChanged 113
		SP:Iteration 15Q (82706.330000 sec): 3 clusters
  Score: Raw -792353.518238 + Penalty 2919.209891 = -789434.308347
  nChanged 122
		SP:Iteration 16Q (82706.550000 sec): 3 clusters
  Score: Raw -792433.965359 + Penalty 2919.209891 = -789514.755469
  nChanged 133
		SP:Iteration 17Q (82706.770000 sec): 3 clusters
  Score: Raw -792528.070395 + Penalty 2919.209891 = -789608.860505
  nChanged 133
		SP:Iteration 18Q (82706.960000 sec): 3 clusters
  Score: Raw -792626.192110 + Penalty 2919.209891 = -789706.982219
  nChanged 124
		SP:Iteration 19Q (82707.150000 sec): 3 clusters
  Score: Raw -792712.382691 + Penalty 2919.209891 = -789793.172801
  nChanged 104
		SP:Iteration 20F (82707.330000 sec): 3 clusters
  Score: Raw -792764.160614 + Penalty 2919.209891 = -789844.950723
  nChanged 76
		SP:Iteration 21Q (82707.570000 sec): 3 clusters
  Score: Raw -792792.345360 + Penalty 2919.209891 = -789873.135469
  nChanged 51
		SP:Iteration 22Q (82707.770000 sec): 3 clusters
  Score: Raw -792810.497520 + Penalty 2919.209891 = -789891.287630
  nChanged 44
		SP:Iteration 23Q (82708.000000 sec): 3 clusters
  Score: Raw -792825.453224 + Penalty 2919.209891 = -789906.243333
  nChanged 45
		SP:Iteration 24Q (82708.240000 sec): 3 clusters
  Score: Raw -792840.987376 + Penalty 2919.209891 = -789921.777485
  nChanged 43
		SP:Iteration 25Q (82708.480000 sec): 3 clusters
  Score: Raw -792853.383454 + Penalty 2919.209891 = -789934.173564
  nChanged 42
		SP:Iteration 26Q (82708.670000 sec): 3 clusters
  Score: Raw -792864.681288 + Penalty 2919.209891 = -789945.471398
  nChanged 36
		SP:Iteration 27Q (82708.870000 sec): 3 clusters
  Score: Raw -792875.210050 + Penalty 2919.209891 = -789956.000159
  nChanged 33
		SP:Iteration 28Q (82709.110000 sec): 3 clusters
  Score: Raw -792883.316156 + Penalty 2919.209891 = -789964.106265
  nChanged 21
		SP:Iteration 29Q (82709.300000 sec): 3 clusters
  Score: Raw -792887.883078 + Penalty 2919.209891 = -789968.673188
  nChanged 20
		SP:Iteration 30Q (82709.500000 sec): 3 clusters
  Score: Raw -792894.367460 + Penalty 2919.209891 = -789975.157570
  nChanged 28
		SP:Iteration 31Q (82709.690000 sec): 3 clusters
  Score: Raw -792904.094448 + Penalty 2919.209891 = -789984.884557
  nChanged 33
		SP:Iteration 32Q (82709.910000 sec): 3 clusters
  Score: Raw -792914.635224 + Penalty 2919.209891 = -789995.425333
  nChanged 33
		SP:Iteration 33Q (82710.100000 sec): 3 clusters
  Score: Raw -792923.934910 + Penalty 2919.209891 = -790004.725020
  nChanged 28
		SP:Iteration 34Q (82710.350000 sec): 3 clusters
  Score: Raw -792930.622070 + Penalty 2919.209891 = -790011.412179
  nChanged 16
		SP:Iteration 35Q (82710.560000 sec): 3 clusters
  Score: Raw -792933.656781 + Penalty 2919.209891 = -790014.446890
  nChanged 13
		SP:Iteration 36Q (82710.730000 sec): 3 clusters
  Score: Raw -792936.807894 + Penalty 2919.209891 = -790017.598003
  nChanged 14
		SP:Iteration 37Q (82710.940000 sec): 3 clusters
  Score: Raw -792940.271216 + Penalty 2919.209891 = -790021.061325
  nChanged 13
		SP:Iteration 38Q (82711.130000 sec): 3 clusters
  Score: Raw -792942.793027 + Penalty 2919.209891 = -790023.583137
  nChanged 10
		SP:Iteration 39Q (82711.350000 sec): 3 clusters
  Score: Raw -792944.579688 + Penalty 2919.209891 = -790025.369798
  nChanged 7
		SP:Iteration 40F (82711.560000 sec): 3 clusters
  Score: Raw -792945.980707 + Penalty 2919.209891 = -790026.770816
  nChanged 1
		SP:Iteration 41Q (82711.740000 sec): 3 clusters
  Score: Raw -792946.073414 + Penalty 2919.209891 = -790026.863523
  nChanged 2
		SP:Iteration 42Q (82711.970000 sec): 3 clusters
  Score: Raw -792946.243748 + Penalty 2919.209891 = -790027.033858
  nChanged 1
		SP:Iteration 43Q (82712.170000 sec): 3 clusters
  Score: Raw -792946.357668 + Penalty 2919.209891 = -790027.147777
  nChanged 1
		SP:Iteration 44Q (82712.380000 sec): 3 clusters
  Score: Raw -792946.440057 + Penalty 2919.209891 = -790027.230166
  nChanged 2
		SP:Iteration 45Q (82712.550000 sec): 3 clusters
  Score: Raw -792946.819606 + Penalty 2919.209891 = -790027.609715
  nChanged 3
		SP:Iteration 46Q (82712.780000 sec): 3 clusters
  Score: Raw -792947.321708 + Penalty 2919.209891 = -790028.111818
  nChanged 3
		SP:Iteration 47Q (82713.000000 sec): 3 clusters
  Score: Raw -792947.715486 + Penalty 2919.209891 = -790028.505596
  nChanged 2
		SP:Iteration 48Q (82713.170000 sec): 3 clusters
  Score: Raw -792947.982822 + Penalty 2919.209891 = -790028.772931
  nChanged 1
		SP:Iteration 49Q (82713.400000 sec): 3 clusters
  Score: Raw -792948.230349 + Penalty 2919.209891 = -790029.020458
  nChanged 4
		SP:Iteration 50Q (82713.610000 sec): 3 clusters
  Score: Raw -792949.019427 + Penalty 2919.209891 = -790029.809537
  nChanged 3
		SP:Iteration 51Q (82713.820000 sec): 3 clusters
  Score: Raw -792949.392144 + Penalty 2919.209891 = -790030.182254
  nChanged 2
		SP:Iteration 52Q (82714.040000 sec): 3 clusters
  Score: Raw -792950.532716 + Penalty 2919.209891 = -790031.322825
  nChanged 7
		SP:Iteration 53Q (82714.220000 sec): 3 clusters
  Score: Raw -792952.327463 + Penalty 2919.209891 = -790033.117573
  nChanged 4
		SP:Iteration 54Q (82714.410000 sec): 3 clusters
  Score: Raw -792953.000920 + Penalty 2919.209891 = -790033.791029
  nChanged 4
		SP:Iteration 55Q (82714.600000 sec): 3 clusters
  Score: Raw -792953.443135 + Penalty 2919.209891 = -790034.233244
  nChanged 4
		SP:Iteration 56Q (82714.800000 sec): 3 clusters
  Score: Raw -792954.256582 + Penalty 2919.209891 = -790035.046692
  nChanged 2
		SP:Iteration 57Q (82715.020000 sec): 3 clusters
  Score: Raw -792954.495616 + Penalty 2919.209891 = -790035.285725
  nChanged 1
		SP:Iteration 58Q (82715.190000 sec): 3 clusters
  Score: Raw -792954.548840 + Penalty 2919.209891 = -790035.338949
  nChanged 0
		SP:Iteration 59F (82715.430000 sec): 3 clusters
  Score: Raw -792954.548840 + Penalty 2919.209891 = -790035.338949
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82715.570000 sec): 2 clusters
  Score: Raw -894747.234203 + Penalty 1470.003117 = -893277.231087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82715.740000 sec): 3 clusters
  Score: Raw -890090.196764 + Penalty 2940.006233 = -887150.190531
  nChanged 3572
		SP:Iteration 1F (82715.970000 sec): 3 clusters
  Score: Raw -892074.924381 + Penalty 2940.006233 = -889134.918148
  nChanged 687
		SP:Iteration 2F (82716.180000 sec): 3 clusters
  Score: Raw -892612.016226 + Penalty 2940.006233 = -889672.009993
  nChanged 738
		SP:Iteration 3F (82716.400000 sec): 3 clusters
  Score: Raw -893439.114687 + Penalty 2940.006233 = -890499.108454
  nChanged 785
		SP:Iteration 4F (82716.620000 sec): 3 clusters
  Score: Raw -894363.433142 + Penalty 2940.006233 = -891423.426909
  nChanged 661
		SP:Iteration 5F (82716.810000 sec): 3 clusters
  Score: Raw -894994.041322 + Penalty 2940.006233 = -892054.035089
  nChanged 499
		SP:Iteration 6F (82717.020000 sec): 3 clusters
  Score: Raw -895346.580164 + Penalty 2940.006233 = -892406.573930
  nChanged 335
		SP:Iteration 7Q (82717.260000 sec): 3 clusters
  Score: Raw -895492.334589 + Penalty 2940.006233 = -892552.328355
  nChanged 181
		SP:Iteration 8Q (82717.470000 sec): 3 clusters
  Score: Raw -895555.617800 + Penalty 2940.006233 = -892615.611566
  nChanged 123
		SP:Iteration 9Q (82717.640000 sec): 3 clusters
  Score: Raw -895590.349531 + Penalty 2940.006233 = -892650.343298
  nChanged 92
		SP:Iteration 10Q (82717.880000 sec): 3 clusters
  Score: Raw -895615.571084 + Penalty 2940.006233 = -892675.564851
  nChanged 75
		SP:Iteration 11Q (82718.060000 sec): 3 clusters
  Score: Raw -895632.356446 + Penalty 2940.006233 = -892692.350213
  nChanged 58
		SP:Iteration 12Q (82718.280000 sec): 3 clusters
  Score: Raw -895643.882718 + Penalty 2940.006233 = -892703.876484
  nChanged 46
		SP:Iteration 13Q (82718.500000 sec): 3 clusters
  Score: Raw -895652.754887 + Penalty 2940.006233 = -892712.748654
  nChanged 28
		SP:Iteration 14Q (82718.700000 sec): 3 clusters
  Score: Raw -895657.631085 + Penalty 2940.006233 = -892717.624852
  nChanged 18
		SP:Iteration 15Q (82718.920000 sec): 3 clusters
  Score: Raw -895659.967245 + Penalty 2940.006233 = -892719.961012
  nChanged 15
		SP:Iteration 16Q (82719.100000 sec): 3 clusters
  Score: Raw -895661.848023 + Penalty 2940.006233 = -892721.841790
  nChanged 18
		SP:Iteration 17Q (82719.300000 sec): 3 clusters
  Score: Raw -895664.374930 + Penalty 2940.006233 = -892724.368697
  nChanged 14
		SP:Iteration 18Q (82719.500000 sec): 3 clusters
  Score: Raw -895666.128023 + Penalty 2940.006233 = -892726.121790
  nChanged 13
		SP:Iteration 19Q (82719.700000 sec): 3 clusters
  Score: Raw -895668.196430 + Penalty 2940.006233 = -892728.190197
  nChanged 17
		SP:Iteration 20F (82719.930000 sec): 3 clusters
  Score: Raw -895670.207762 + Penalty 2940.006233 = -892730.201528
  nChanged 16
		SP:Iteration 21Q (82720.120000 sec): 3 clusters
  Score: Raw -895672.593321 + Penalty 2940.006233 = -892732.587088
  nChanged 21
		SP:Iteration 22Q (82720.360000 sec): 3 clusters
  Score: Raw -895676.166396 + Penalty 2940.006233 = -892736.160163
  nChanged 17
		SP:Iteration 23Q (82720.520000 sec): 3 clusters
  Score: Raw -895679.329885 + Penalty 2940.006233 = -892739.323652
  nChanged 16
		SP:Iteration 24Q (82720.720000 sec): 3 clusters
  Score: Raw -895681.213374 + Penalty 2940.006233 = -892741.207141
  nChanged 10
		SP:Iteration 25Q (82720.940000 sec): 3 clusters
  Score: Raw -895682.801380 + Penalty 2940.006233 = -892742.795146
  nChanged 15
		SP:Iteration 26Q (82721.110000 sec): 3 clusters
  Score: Raw -895684.971091 + Penalty 2940.006233 = -892744.964858
  nChanged 20
		SP:Iteration 27Q (82721.310000 sec): 3 clusters
  Score: Raw -895688.233317 + Penalty 2940.006233 = -892748.227084
  nChanged 14
		SP:Iteration 28Q (82721.500000 sec): 3 clusters
  Score: Raw -895689.793607 + Penalty 2940.006233 = -892749.787374
  nChanged 7
		SP:Iteration 29Q (82721.710000 sec): 3 clusters
  Score: Raw -895690.739202 + Penalty 2940.006233 = -892750.732969
  nChanged 8
		SP:Iteration 30Q (82721.880000 sec): 3 clusters
  Score: Raw -895691.468238 + Penalty 2940.006233 = -892751.462005
  nChanged 2
		SP:Iteration 31Q (82722.090000 sec): 3 clusters
  Score: Raw -895691.648495 + Penalty 2940.006233 = -892751.642262
  nChanged 2
		SP:Iteration 32Q (82722.320000 sec): 3 clusters
  Score: Raw -895691.934006 + Penalty 2940.006233 = -892751.927773
  nChanged 2
		SP:Iteration 33Q (82722.540000 sec): 3 clusters
  Score: Raw -895692.231095 + Penalty 2940.006233 = -892752.224861
  nChanged 4
		SP:Iteration 34Q (82722.720000 sec): 3 clusters
  Score: Raw -895692.687442 + Penalty 2940.006233 = -892752.681209
  nChanged 4
		SP:Iteration 35Q (82722.930000 sec): 3 clusters
  Score: Raw -895692.948953 + Penalty 2940.006233 = -892752.942720
  nChanged 2
		SP:Iteration 36Q (82723.140000 sec): 3 clusters
  Score: Raw -895693.137065 + Penalty 2940.006233 = -892753.130831
  nChanged 0
		SP:Iteration 37F (82723.350000 sec): 3 clusters
  Score: Raw -895693.137065 + Penalty 2940.006233 = -892753.130831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (25701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82723.560000 sec): 2 clusters
  Score: Raw -2850772.652269 + Penalty 1650.071342 = -2849122.580927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82723.850000 sec): 3 clusters
  Score: Raw -2834979.178752 + Penalty 3300.142684 = -2831679.036068
  nChanged 11759
		SP:Iteration 1F (82724.150000 sec): 3 clusters
  Score: Raw -2841482.788573 + Penalty 3300.142684 = -2838182.645890
  nChanged 1063
		SP:Iteration 2Q (82724.430000 sec): 3 clusters
  Score: Raw -2841794.079114 + Penalty 3300.142684 = -2838493.936430
  nChanged 971
		SP:Iteration 3Q (82724.750000 sec): 3 clusters
  Score: Raw -2842086.127377 + Penalty 3300.142684 = -2838785.984694
  nChanged 891
		SP:Iteration 4Q (82725.050000 sec): 3 clusters
  Score: Raw -2842387.216239 + Penalty 3300.142684 = -2839087.073556
  nChanged 975
		SP:Iteration 5Q (82725.340000 sec): 3 clusters
  Score: Raw -2842774.777977 + Penalty 3300.142684 = -2839474.635293
  nChanged 1036
		SP:Iteration 6Q (82725.650000 sec): 3 clusters
  Score: Raw -2843284.931447 + Penalty 3300.142684 = -2839984.788763
  nChanged 1227
		SP:Iteration 7Q (82725.940000 sec): 3 clusters
  Score: Raw -2844014.417023 + Penalty 3300.142684 = -2840714.274339
  nChanged 1415
		SP:Iteration 8F (82726.210000 sec): 3 clusters
  Score: Raw -2845014.748961 + Penalty 3300.142684 = -2841714.606278
  nChanged 1573
		SP:Iteration 9F (82726.480000 sec): 3 clusters
  Score: Raw -2846228.182197 + Penalty 3300.142684 = -2842928.039513
  nChanged 1530
		SP:Iteration 10F (82726.750000 sec): 3 clusters
  Score: Raw -2847503.964836 + Penalty 3300.142684 = -2844203.822152
  nChanged 1423
		SP:Iteration 11F (82727.020000 sec): 3 clusters
  Score: Raw -2848758.060646 + Penalty 3300.142684 = -2845457.917963
  nChanged 1044
		SP:Iteration 12Q (82727.330000 sec): 3 clusters
  Score: Raw -2849711.426742 + Penalty 3300.142684 = -2846411.284058
  nChanged 627
		SP:Iteration 13Q (82727.660000 sec): 3 clusters
  Score: Raw -2850262.264779 + Penalty 3300.142684 = -2846962.122095
  nChanged 347
		SP:Iteration 14Q (82727.900000 sec): 3 clusters
  Score: Raw -2850563.386970 + Penalty 3300.142684 = -2847263.244286
  nChanged 212
		SP:Iteration 15Q (82728.180000 sec): 3 clusters
  Score: Raw -2850734.098259 + Penalty 3300.142684 = -2847433.955575
  nChanged 131
		SP:Iteration 16Q (82728.470000 sec): 3 clusters
  Score: Raw -2850831.761759 + Penalty 3300.142684 = -2847531.619075
  nChanged 82
		SP:Iteration 17Q (82728.760000 sec): 3 clusters
  Score: Raw -2850891.733637 + Penalty 3300.142684 = -2847591.590953
  nChanged 52
		SP:Iteration 18Q (82729.030000 sec): 3 clusters
  Score: Raw -2850924.885450 + Penalty 3300.142684 = -2847624.742767
  nChanged 35
		SP:Iteration 19Q (82729.300000 sec): 3 clusters
  Score: Raw -2850945.339925 + Penalty 3300.142684 = -2847645.197241
  nChanged 24
		SP:Iteration 20F (82729.570000 sec): 3 clusters
  Score: Raw -2850958.846898 + Penalty 3300.142684 = -2847658.704215
  nChanged 18
		SP:Iteration 21Q (82729.820000 sec): 3 clusters
  Score: Raw -2850973.331084 + Penalty 3300.142684 = -2847673.188400
  nChanged 15
		SP:Iteration 22Q (82730.040000 sec): 3 clusters
  Score: Raw -2850984.554517 + Penalty 3300.142684 = -2847684.411833
  nChanged 12
		SP:Iteration 23Q (82730.310000 sec): 3 clusters
  Score: Raw -2850990.063947 + Penalty 3300.142684 = -2847689.921263
  nChanged 2
		SP:Iteration 24Q (82730.580000 sec): 3 clusters
  Score: Raw -2850991.387026 + Penalty 3300.142684 = -2847691.244342
  nChanged 2
		SP:Iteration 25Q (82730.830000 sec): 3 clusters
  Score: Raw -2850992.622157 + Penalty 3300.142684 = -2847692.479473
  nChanged 2
		SP:Iteration 26Q (82731.110000 sec): 3 clusters
  Score: Raw -2850993.477161 + Penalty 3300.142684 = -2847693.334477
  nChanged 2
		SP:Iteration 27Q (82731.370000 sec): 3 clusters
  Score: Raw -2850994.722067 + Penalty 3300.142684 = -2847694.579383
  nChanged 3
		SP:Iteration 28Q (82731.670000 sec): 3 clusters
  Score: Raw -2850996.325109 + Penalty 3300.142684 = -2847696.182425
  nChanged 3
		SP:Iteration 29Q (82731.960000 sec): 3 clusters
  Score: Raw -2850998.423217 + Penalty 3300.142684 = -2847698.280533
  nChanged 4
		SP:Iteration 30Q (82732.210000 sec): 3 clusters
  Score: Raw -2851000.156616 + Penalty 3300.142684 = -2847700.013932
  nChanged 3
		SP:Iteration 31Q (82732.530000 sec): 3 clusters
  Score: Raw -2851002.140471 + Penalty 3300.142684 = -2847701.997787
  nChanged 3
		SP:Iteration 32Q (82732.770000 sec): 3 clusters
  Score: Raw -2851003.937891 + Penalty 3300.142684 = -2847703.795207
  nChanged 5
		SP:Iteration 33Q (82733.030000 sec): 3 clusters
  Score: Raw -2851007.801836 + Penalty 3300.142684 = -2847707.659153
  nChanged 4
		SP:Iteration 34Q (82733.310000 sec): 3 clusters
  Score: Raw -2851011.226325 + Penalty 3300.142684 = -2847711.083642
  nChanged 5
		SP:Iteration 35Q (82733.530000 sec): 3 clusters
  Score: Raw -2851013.698830 + Penalty 3300.142684 = -2847713.556146
  nChanged 1
		SP:Iteration 36Q (82733.830000 sec): 3 clusters
  Score: Raw -2851014.393197 + Penalty 3300.142684 = -2847714.250514
  nChanged 2
		SP:Iteration 37Q (82734.090000 sec): 3 clusters
  Score: Raw -2851015.565478 + Penalty 3300.142684 = -2847715.422794
  nChanged 2
		SP:Iteration 38Q (82734.400000 sec): 3 clusters
  Score: Raw -2851016.774087 + Penalty 3300.142684 = -2847716.631404
  nChanged 2
		SP:Iteration 39Q (82734.680000 sec): 3 clusters
  Score: Raw -2851018.385511 + Penalty 3300.142684 = -2847718.242827
  nChanged 3
		SP:Iteration 40F (82734.960000 sec): 3 clusters
  Score: Raw -2851020.268449 + Penalty 3300.142684 = -2847720.125766
  nChanged 5
		SP:Iteration 41Q (82735.250000 sec): 3 clusters
  Score: Raw -2851025.153405 + Penalty 3300.142684 = -2847725.010721
  nChanged 6
		SP:Iteration 42Q (82735.510000 sec): 3 clusters
  Score: Raw -2851032.532344 + Penalty 3300.142684 = -2847732.389661
  nChanged 10
		SP:Iteration 43Q (82735.740000 sec): 3 clusters
  Score: Raw -2851040.719090 + Penalty 3300.142684 = -2847740.576407
  nChanged 8
		SP:Iteration 44Q (82736.030000 sec): 3 clusters
  Score: Raw -2851046.174060 + Penalty 3300.142684 = -2847746.031377
  nChanged 6
		SP:Iteration 45Q (82736.270000 sec): 3 clusters
  Score: Raw -2851051.398666 + Penalty 3300.142684 = -2847751.255983
  nChanged 6
		SP:Iteration 46Q (82736.530000 sec): 3 clusters
  Score: Raw -2851056.311880 + Penalty 3300.142684 = -2847756.169197
  nChanged 7
		SP:Iteration 47Q (82736.840000 sec): 3 clusters
  Score: Raw -2851059.943658 + Penalty 3300.142684 = -2847759.800974
  nChanged 7
		SP:Iteration 48Q (82737.090000 sec): 3 clusters
  Score: Raw -2851063.810695 + Penalty 3300.142684 = -2847763.668011
  nChanged 6
		SP:Iteration 49Q (82737.370000 sec): 3 clusters
  Score: Raw -2851069.417802 + Penalty 3300.142684 = -2847769.275119
  nChanged 7
		SP:Iteration 50Q (82737.580000 sec): 3 clusters
  Score: Raw -2851074.375969 + Penalty 3300.142684 = -2847774.233285
  nChanged 5
		SP:Iteration 51Q (82737.880000 sec): 3 clusters
  Score: Raw -2851078.092565 + Penalty 3300.142684 = -2847777.949881
  nChanged 4
		SP:Iteration 52Q (82738.130000 sec): 3 clusters
  Score: Raw -2851080.465256 + Penalty 3300.142684 = -2847780.322572
  nChanged 2
		SP:Iteration 53Q (82738.420000 sec): 3 clusters
  Score: Raw -2851081.603362 + Penalty 3300.142684 = -2847781.460679
  nChanged 0
		SP:Iteration 54F (82738.720000 sec): 3 clusters
  Score: Raw -2851081.603362 + Penalty 3300.142684 = -2847781.460679
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82738.820000 sec): 2 clusters
  Score: Raw -62614.692819 + Penalty 1047.171329 = -61567.521490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82739.000000 sec): 3 clusters
  Score: Raw -62476.562934 + Penalty 2094.342658 = -60382.220275
  nChanged 160
		SP:Iteration 1F (82739.170000 sec): 3 clusters
  Score: Raw -62693.720800 + Penalty 2094.342658 = -60599.378142
  nChanged 32
		SP:Iteration 2F (82739.350000 sec): 3 clusters
  Score: Raw -62749.198319 + Penalty 2094.342658 = -60654.855660
  nChanged 24
		SP:Iteration 3Q (82739.530000 sec): 3 clusters
  Score: Raw -62802.212021 + Penalty 2094.342658 = -60707.869362
  nChanged 22
		SP:Iteration 4Q (82739.690000 sec): 3 clusters
  Score: Raw -62847.299211 + Penalty 2094.342658 = -60752.956552
  nChanged 18
		SP:Iteration 5Q (82739.810000 sec): 3 clusters
  Score: Raw -62896.719920 + Penalty 2094.342658 = -60802.377261
  nChanged 11
		SP:Iteration 6Q (82739.970000 sec): 3 clusters
  Score: Raw -62917.452947 + Penalty 2094.342658 = -60823.110288
  nChanged 9
		SP:Iteration 7Q (82740.110000 sec): 3 clusters
  Score: Raw -62940.528764 + Penalty 2094.342658 = -60846.186105
  nChanged 12
		SP:Iteration 8Q (82740.270000 sec): 3 clusters
  Score: Raw -62967.429355 + Penalty 2094.342658 = -60873.086696
  nChanged 13
		SP:Iteration 9Q (82740.450000 sec): 3 clusters
  Score: Raw -62989.434290 + Penalty 2094.342658 = -60895.091631
  nChanged 8
		SP:Iteration 10Q (82740.620000 sec): 3 clusters
  Score: Raw -63005.667894 + Penalty 2094.342658 = -60911.325235
  nChanged 3
		SP:Iteration 11Q (82740.820000 sec): 3 clusters
  Score: Raw -63008.749271 + Penalty 2094.342658 = -60914.406613
  nChanged 2
		SP:Iteration 12Q (82740.990000 sec): 3 clusters
  Score: Raw -63011.571678 + Penalty 2094.342658 = -60917.229020
  nChanged 0
		SP:Iteration 13F (82741.190000 sec): 3 clusters
  Score: Raw -63011.571678 + Penalty 2094.342658 = -60917.229020
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (4265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82741.270000 sec): 2 clusters
  Score: Raw -419111.433091 + Penalty 1358.207087 = -417753.226004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82741.410000 sec): 3 clusters
  Score: Raw -417073.540098 + Penalty 2716.414174 = -414357.125923
  nChanged 1743
		SP:Iteration 1F (82741.540000 sec): 3 clusters
  Score: Raw -418727.045266 + Penalty 2716.414174 = -416010.631092
  nChanged 547
		SP:Iteration 2F (82741.690000 sec): 3 clusters
  Score: Raw -419645.119843 + Penalty 2716.414174 = -416928.705669
  nChanged 472
		SP:Iteration 3F (82741.890000 sec): 3 clusters
  Score: Raw -420210.886197 + Penalty 2716.414174 = -417494.472023
  nChanged 364
		SP:Iteration 4F (82742.050000 sec): 3 clusters
  Score: Raw -420586.095487 + Penalty 2716.414174 = -417869.681313
  nChanged 249
		SP:Iteration 5F (82742.230000 sec): 3 clusters
  Score: Raw -420766.872621 + Penalty 2716.414174 = -418050.458447
  nChanged 142
		SP:Iteration 6Q (82742.380000 sec): 3 clusters
  Score: Raw -420839.876782 + Penalty 2716.414174 = -418123.462607
  nChanged 78
		SP:Iteration 7Q (82742.470000 sec): 3 clusters
  Score: Raw -420875.405938 + Penalty 2716.414174 = -418158.991764
  nChanged 53
		SP:Iteration 8Q (82742.570000 sec): 3 clusters
  Score: Raw -420896.502443 + Penalty 2716.414174 = -418180.088268
  nChanged 39
		SP:Iteration 9Q (82742.710000 sec): 3 clusters
  Score: Raw -420908.640696 + Penalty 2716.414174 = -418192.226521
  nChanged 27
		SP:Iteration 10Q (82742.890000 sec): 3 clusters
  Score: Raw -420916.092600 + Penalty 2716.414174 = -418199.678426
  nChanged 18
		SP:Iteration 11Q (82743.070000 sec): 3 clusters
  Score: Raw -420921.561074 + Penalty 2716.414174 = -418205.146899
  nChanged 11
		SP:Iteration 12Q (82743.240000 sec): 3 clusters
  Score: Raw -420924.038289 + Penalty 2716.414174 = -418207.624115
  nChanged 7
		SP:Iteration 13Q (82743.410000 sec): 3 clusters
  Score: Raw -420927.685189 + Penalty 2716.414174 = -418211.271015
  nChanged 8
		SP:Iteration 14Q (82743.620000 sec): 3 clusters
  Score: Raw -420929.620072 + Penalty 2716.414174 = -418213.205897
  nChanged 4
		SP:Iteration 15Q (82743.820000 sec): 3 clusters
  Score: Raw -420930.626059 + Penalty 2716.414174 = -418214.211884
  nChanged 1
		SP:Iteration 16Q (82743.980000 sec): 3 clusters
  Score: Raw -420930.844838 + Penalty 2716.414174 = -418214.430664
  nChanged 0
		SP:Iteration 17F (82744.190000 sec): 3 clusters
  Score: Raw -420930.844838 + Penalty 2716.414174 = -418214.430664
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (16945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82744.360000 sec): 2 clusters
  Score: Raw -1739850.501012 + Penalty 1582.380814 = -1738268.120199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82744.550000 sec): 3 clusters
  Score: Raw -1729779.501107 + Penalty 3164.761627 = -1726614.739479
  nChanged 7525
		SP:Iteration 1F (82744.830000 sec): 3 clusters
  Score: Raw -1734222.645443 + Penalty 3164.761627 = -1731057.883816
  nChanged 1152
		SP:Iteration 2F (82745.060000 sec): 3 clusters
  Score: Raw -1734966.014008 + Penalty 3164.761627 = -1731801.252381
  nChanged 1151
		SP:Iteration 3F (82745.280000 sec): 3 clusters
  Score: Raw -1735765.489126 + Penalty 3164.761627 = -1732600.727499
  nChanged 1171
		SP:Iteration 4F (82745.520000 sec): 3 clusters
  Score: Raw -1736602.880059 + Penalty 3164.761627 = -1733438.118431
  nChanged 1110
		SP:Iteration 5F (82745.760000 sec): 3 clusters
  Score: Raw -1737330.543210 + Penalty 3164.761627 = -1734165.781583
  nChanged 991
		SP:Iteration 6F (82746.030000 sec): 3 clusters
  Score: Raw -1737924.165747 + Penalty 3164.761627 = -1734759.404120
  nChanged 898
		SP:Iteration 7F (82746.270000 sec): 3 clusters
  Score: Raw -1738444.360809 + Penalty 3164.761627 = -1735279.599182
  nChanged 707
		SP:Iteration 8Q (82746.490000 sec): 3 clusters
  Score: Raw -1738881.123397 + Penalty 3164.761627 = -1735716.361770
  nChanged 634
		SP:Iteration 9Q (82746.700000 sec): 3 clusters
  Score: Raw -1739239.528774 + Penalty 3164.761627 = -1736074.767147
  nChanged 506
		SP:Iteration 10Q (82746.950000 sec): 3 clusters
  Score: Raw -1739503.831333 + Penalty 3164.761627 = -1736339.069705
  nChanged 367
		SP:Iteration 11Q (82747.170000 sec): 3 clusters
  Score: Raw -1739669.722125 + Penalty 3164.761627 = -1736504.960498
  nChanged 283
		SP:Iteration 12Q (82747.390000 sec): 3 clusters
  Score: Raw -1739786.727483 + Penalty 3164.761627 = -1736621.965856
  nChanged 276
		SP:Iteration 13Q (82747.650000 sec): 3 clusters
  Score: Raw -1739894.184047 + Penalty 3164.761627 = -1736729.422420
  nChanged 235
		SP:Iteration 14Q (82747.870000 sec): 3 clusters
  Score: Raw -1739982.210636 + Penalty 3164.761627 = -1736817.449008
  nChanged 219
		SP:Iteration 15Q (82748.100000 sec): 3 clusters
  Score: Raw -1740056.592348 + Penalty 3164.761627 = -1736891.830721
  nChanged 187
		SP:Iteration 16Q (82748.370000 sec): 3 clusters
  Score: Raw -1740120.428422 + Penalty 3164.761627 = -1736955.666795
  nChanged 185
		SP:Iteration 17Q (82748.610000 sec): 3 clusters
  Score: Raw -1740182.318834 + Penalty 3164.761627 = -1737017.557206
  nChanged 157
		SP:Iteration 18Q (82748.860000 sec): 3 clusters
  Score: Raw -1740228.621365 + Penalty 3164.761627 = -1737063.859738
  nChanged 140
		SP:Iteration 19Q (82749.120000 sec): 3 clusters
  Score: Raw -1740262.094830 + Penalty 3164.761627 = -1737097.333203
  nChanged 121
		SP:Iteration 20F (82749.360000 sec): 3 clusters
  Score: Raw -1740293.909609 + Penalty 3164.761627 = -1737129.147981
  nChanged 114
		SP:Iteration 21Q (82749.630000 sec): 3 clusters
  Score: Raw -1740326.329932 + Penalty 3164.761627 = -1737161.568305
  nChanged 112
		SP:Iteration 22Q (82749.860000 sec): 3 clusters
  Score: Raw -1740354.910417 + Penalty 3164.761627 = -1737190.148790
  nChanged 98
		SP:Iteration 23Q (82750.120000 sec): 3 clusters
  Score: Raw -1740377.447506 + Penalty 3164.761627 = -1737212.685879
  nChanged 90
		SP:Iteration 24Q (82750.360000 sec): 3 clusters
  Score: Raw -1740397.724398 + Penalty 3164.761627 = -1737232.962770
  nChanged 82
		SP:Iteration 25Q (82750.670000 sec): 3 clusters
  Score: Raw -1740417.554510 + Penalty 3164.761627 = -1737252.792883
  nChanged 79
		SP:Iteration 26Q (82750.920000 sec): 3 clusters
  Score: Raw -1740435.080527 + Penalty 3164.761627 = -1737270.318900
  nChanged 66
		SP:Iteration 27Q (82751.200000 sec): 3 clusters
  Score: Raw -1740447.145315 + Penalty 3164.761627 = -1737282.383688
  nChanged 63
		SP:Iteration 28Q (82751.440000 sec): 3 clusters
  Score: Raw -1740459.947174 + Penalty 3164.761627 = -1737295.185547
  nChanged 53
		SP:Iteration 29Q (82751.690000 sec): 3 clusters
  Score: Raw -1740470.231628 + Penalty 3164.761627 = -1737305.470001
  nChanged 46
		SP:Iteration 30Q (82751.950000 sec): 3 clusters
  Score: Raw -1740477.486424 + Penalty 3164.761627 = -1737312.724797
  nChanged 36
		SP:Iteration 31Q (82752.160000 sec): 3 clusters
  Score: Raw -1740481.424829 + Penalty 3164.761627 = -1737316.663201
  nChanged 35
		SP:Iteration 32Q (82752.390000 sec): 3 clusters
  Score: Raw -1740486.587490 + Penalty 3164.761627 = -1737321.825862
  nChanged 48
		SP:Iteration 33Q (82752.610000 sec): 3 clusters
  Score: Raw -1740495.481605 + Penalty 3164.761627 = -1737330.719978
  nChanged 34
		SP:Iteration 34Q (82752.840000 sec): 3 clusters
  Score: Raw -1740500.561216 + Penalty 3164.761627 = -1737335.799589
  nChanged 27
		SP:Iteration 35Q (82753.100000 sec): 3 clusters
  Score: Raw -1740504.577458 + Penalty 3164.761627 = -1737339.815831
  nChanged 23
		SP:Iteration 36Q (82753.390000 sec): 3 clusters
  Score: Raw -1740508.032336 + Penalty 3164.761627 = -1737343.270708
  nChanged 20
		SP:Iteration 37Q (82753.630000 sec): 3 clusters
  Score: Raw -1740510.489166 + Penalty 3164.761627 = -1737345.727539
  nChanged 14
		SP:Iteration 38Q (82753.880000 sec): 3 clusters
  Score: Raw -1740511.940026 + Penalty 3164.761627 = -1737347.178399
  nChanged 7
		SP:Iteration 39Q (82754.130000 sec): 3 clusters
  Score: Raw -1740512.942405 + Penalty 3164.761627 = -1737348.180778
  nChanged 7
		SP:Iteration 40F (82754.410000 sec): 3 clusters
  Score: Raw -1740513.648579 + Penalty 3164.761627 = -1737348.886951
  nChanged 13
		SP:Iteration 41Q (82754.640000 sec): 3 clusters
  Score: Raw -1740514.998934 + Penalty 3164.761627 = -1737350.237307
  nChanged 14
		SP:Iteration 42Q (82754.880000 sec): 3 clusters
  Score: Raw -1740516.927116 + Penalty 3164.761627 = -1737352.165489
  nChanged 16
		SP:Iteration 43Q (82755.150000 sec): 3 clusters
  Score: Raw -1740518.870685 + Penalty 3164.761627 = -1737354.109058
  nChanged 16
		SP:Iteration 44Q (82755.380000 sec): 3 clusters
  Score: Raw -1740520.897510 + Penalty 3164.761627 = -1737356.135883
  nChanged 13
		SP:Iteration 45Q (82755.680000 sec): 3 clusters
  Score: Raw -1740522.526163 + Penalty 3164.761627 = -1737357.764536
  nChanged 16
		SP:Iteration 46Q (82755.890000 sec): 3 clusters
  Score: Raw -1740524.270126 + Penalty 3164.761627 = -1737359.508499
  nChanged 13
		SP:Iteration 47Q (82756.150000 sec): 3 clusters
  Score: Raw -1740525.507432 + Penalty 3164.761627 = -1737360.745805
  nChanged 9
		SP:Iteration 48Q (82756.430000 sec): 3 clusters
  Score: Raw -1740526.353362 + Penalty 3164.761627 = -1737361.591735
  nChanged 9
		SP:Iteration 49Q (82756.680000 sec): 3 clusters
  Score: Raw -1740527.487158 + Penalty 3164.761627 = -1737362.725531
  nChanged 5
		SP:Iteration 50Q (82756.920000 sec): 3 clusters
  Score: Raw -1740528.008495 + Penalty 3164.761627 = -1737363.246868
  nChanged 6
		SP:Iteration 51Q (82757.180000 sec): 3 clusters
  Score: Raw -1740528.448772 + Penalty 3164.761627 = -1737363.687144
  nChanged 4
		SP:Iteration 52Q (82757.430000 sec): 3 clusters
  Score: Raw -1740528.711297 + Penalty 3164.761627 = -1737363.949669
  nChanged 4
		SP:Iteration 53Q (82757.650000 sec): 3 clusters
  Score: Raw -1740529.035236 + Penalty 3164.761627 = -1737364.273609
  nChanged 2
		SP:Iteration 54Q (82757.940000 sec): 3 clusters
  Score: Raw -1740529.221234 + Penalty 3164.761627 = -1737364.459606
  nChanged 1
		SP:Iteration 55Q (82758.200000 sec): 3 clusters
  Score: Raw -1740529.267368 + Penalty 3164.761627 = -1737364.505740
  nChanged 1
		SP:Iteration 56Q (82758.420000 sec): 3 clusters
  Score: Raw -1740529.308687 + Penalty 3164.761627 = -1737364.547060
  nChanged 1
		SP:Iteration 57Q (82758.680000 sec): 3 clusters
  Score: Raw -1740529.369059 + Penalty 3164.761627 = -1737364.607432
  nChanged 0
		SP:Iteration 58F (82758.930000 sec): 3 clusters
  Score: Raw -1740529.369059 + Penalty 3164.761627 = -1737364.607432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (6179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82759.050000 sec): 2 clusters
  Score: Raw -555517.279829 + Penalty 1418.448155 = -554098.831673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82759.260000 sec): 3 clusters
  Score: Raw -552184.333986 + Penalty 2836.896311 = -549347.437676
  nChanged 2636
		SP:Iteration 1F (82759.480000 sec): 3 clusters
  Score: Raw -554051.482877 + Penalty 2836.896311 = -551214.586567
  nChanged 698
		SP:Iteration 2F (82759.630000 sec): 3 clusters
  Score: Raw -554908.860157 + Penalty 2836.896311 = -552071.963847
  nChanged 635
		SP:Iteration 3F (82759.850000 sec): 3 clusters
  Score: Raw -555600.713724 + Penalty 2836.896311 = -552763.817414
  nChanged 508
		SP:Iteration 4F (82760.050000 sec): 3 clusters
  Score: Raw -556027.251070 + Penalty 2836.896311 = -553190.354760
  nChanged 332
		SP:Iteration 5F (82760.220000 sec): 3 clusters
  Score: Raw -556242.075692 + Penalty 2836.896311 = -553405.179382
  nChanged 216
		SP:Iteration 6Q (82760.370000 sec): 3 clusters
  Score: Raw -556350.464105 + Penalty 2836.896311 = -553513.567794
  nChanged 146
		SP:Iteration 7Q (82760.600000 sec): 3 clusters
  Score: Raw -556411.273432 + Penalty 2836.896311 = -553574.377121
  nChanged 98
		SP:Iteration 8Q (82760.770000 sec): 3 clusters
  Score: Raw -556450.505993 + Penalty 2836.896311 = -553613.609683
  nChanged 73
		SP:Iteration 9Q (82760.980000 sec): 3 clusters
  Score: Raw -556478.173210 + Penalty 2836.896311 = -553641.276900
  nChanged 61
		SP:Iteration 10Q (82761.160000 sec): 3 clusters
  Score: Raw -556502.271922 + Penalty 2836.896311 = -553665.375612
  nChanged 57
		SP:Iteration 11Q (82761.330000 sec): 3 clusters
  Score: Raw -556519.546442 + Penalty 2836.896311 = -553682.650131
  nChanged 62
		SP:Iteration 12Q (82761.550000 sec): 3 clusters
  Score: Raw -556539.278472 + Penalty 2836.896311 = -553702.382161
  nChanged 44
		SP:Iteration 13Q (82761.740000 sec): 3 clusters
  Score: Raw -556553.674222 + Penalty 2836.896311 = -553716.777912
  nChanged 50
		SP:Iteration 14Q (82761.920000 sec): 3 clusters
  Score: Raw -556570.099308 + Penalty 2836.896311 = -553733.202997
  nChanged 43
		SP:Iteration 15Q (82762.080000 sec): 3 clusters
  Score: Raw -556580.791522 + Penalty 2836.896311 = -553743.895212
  nChanged 35
		SP:Iteration 16Q (82762.270000 sec): 3 clusters
  Score: Raw -556588.476750 + Penalty 2836.896311 = -553751.580439
  nChanged 30
		SP:Iteration 17Q (82762.480000 sec): 3 clusters
  Score: Raw -556595.177693 + Penalty 2836.896311 = -553758.281383
  nChanged 26
		SP:Iteration 18Q (82762.670000 sec): 3 clusters
  Score: Raw -556600.896776 + Penalty 2836.896311 = -553764.000465
  nChanged 24
		SP:Iteration 19Q (82762.840000 sec): 3 clusters
  Score: Raw -556606.880715 + Penalty 2836.896311 = -553769.984404
  nChanged 26
		SP:Iteration 20F (82763.010000 sec): 3 clusters
  Score: Raw -556612.858173 + Penalty 2836.896311 = -553775.961862
  nChanged 31
		SP:Iteration 21Q (82763.200000 sec): 3 clusters
  Score: Raw -556622.588641 + Penalty 2836.896311 = -553785.692330
  nChanged 34
		SP:Iteration 22Q (82763.430000 sec): 3 clusters
  Score: Raw -556631.899354 + Penalty 2836.896311 = -553795.003044
  nChanged 34
		SP:Iteration 23Q (82763.610000 sec): 3 clusters
  Score: Raw -556640.679075 + Penalty 2836.896311 = -553803.782765
  nChanged 32
		SP:Iteration 24Q (82763.780000 sec): 3 clusters
  Score: Raw -556650.995232 + Penalty 2836.896311 = -553814.098921
  nChanged 36
		SP:Iteration 25Q (82764.000000 sec): 3 clusters
  Score: Raw -556663.160251 + Penalty 2836.896311 = -553826.263940
  nChanged 40
		SP:Iteration 26Q (82764.190000 sec): 3 clusters
  Score: Raw -556675.280747 + Penalty 2836.896311 = -553838.384436
  nChanged 32
		SP:Iteration 27Q (82764.370000 sec): 3 clusters
  Score: Raw -556683.754174 + Penalty 2836.896311 = -553846.857863
  nChanged 30
		SP:Iteration 28Q (82764.580000 sec): 3 clusters
  Score: Raw -556692.844849 + Penalty 2836.896311 = -553855.948538
  nChanged 35
		SP:Iteration 29Q (82764.780000 sec): 3 clusters
  Score: Raw -556702.853375 + Penalty 2836.896311 = -553865.957064
  nChanged 34
		SP:Iteration 30Q (82764.960000 sec): 3 clusters
  Score: Raw -556712.843099 + Penalty 2836.896311 = -553875.946788
  nChanged 32
		SP:Iteration 31Q (82765.160000 sec): 3 clusters
  Score: Raw -556721.661461 + Penalty 2836.896311 = -553884.765150
  nChanged 37
		SP:Iteration 32Q (82765.340000 sec): 3 clusters
  Score: Raw -556733.240419 + Penalty 2836.896311 = -553896.344108
  nChanged 38
		SP:Iteration 33Q (82765.570000 sec): 3 clusters
  Score: Raw -556745.854754 + Penalty 2836.896311 = -553908.958443
  nChanged 42
		SP:Iteration 34Q (82765.760000 sec): 3 clusters
  Score: Raw -556762.764223 + Penalty 2836.896311 = -553925.867912
  nChanged 44
		SP:Iteration 35Q (82765.940000 sec): 3 clusters
  Score: Raw -556783.962215 + Penalty 2836.896311 = -553947.065904
  nChanged 49
		SP:Iteration 36Q (82766.160000 sec): 3 clusters
  Score: Raw -556809.162306 + Penalty 2836.896311 = -553972.265995
  nChanged 51
		SP:Iteration 37Q (82766.330000 sec): 3 clusters
  Score: Raw -556839.291133 + Penalty 2836.896311 = -554002.394822
  nChanged 43
		SP:Iteration 38Q (82766.520000 sec): 3 clusters
  Score: Raw -556858.605938 + Penalty 2836.896311 = -554021.709628
  nChanged 39
		SP:Iteration 39Q (82766.730000 sec): 3 clusters
  Score: Raw -556873.377057 + Penalty 2836.896311 = -554036.480746
  nChanged 31
		SP:Iteration 40F (82766.960000 sec): 3 clusters
  Score: Raw -556882.267900 + Penalty 2836.896311 = -554045.371589
  nChanged 25
		SP:Iteration 41Q (82767.150000 sec): 3 clusters
  Score: Raw -556891.138713 + Penalty 2836.896311 = -554054.242402
  nChanged 26
		SP:Iteration 42Q (82767.320000 sec): 3 clusters
  Score: Raw -556900.032280 + Penalty 2836.896311 = -554063.135969
  nChanged 22
		SP:Iteration 43Q (82767.520000 sec): 3 clusters
  Score: Raw -556907.517516 + Penalty 2836.896311 = -554070.621206
  nChanged 14
		SP:Iteration 44Q (82767.710000 sec): 3 clusters
  Score: Raw -556911.871827 + Penalty 2836.896311 = -554074.975517
  nChanged 10
		SP:Iteration 45Q (82767.890000 sec): 3 clusters
  Score: Raw -556914.820535 + Penalty 2836.896311 = -554077.924224
  nChanged 5
		SP:Iteration 46Q (82768.130000 sec): 3 clusters
  Score: Raw -556915.861916 + Penalty 2836.896311 = -554078.965606
  nChanged 5
		SP:Iteration 47Q (82768.320000 sec): 3 clusters
  Score: Raw -556917.307256 + Penalty 2836.896311 = -554080.410945
  nChanged 1
		SP:Iteration 48Q (82768.490000 sec): 3 clusters
  Score: Raw -556917.698005 + Penalty 2836.896311 = -554080.801695
  nChanged 3
		SP:Iteration 49Q (82768.690000 sec): 3 clusters
  Score: Raw -556918.690341 + Penalty 2836.896311 = -554081.794030
  nChanged 4
		SP:Iteration 50Q (82768.880000 sec): 3 clusters
  Score: Raw -556920.139558 + Penalty 2836.896311 = -554083.243247
  nChanged 6
		SP:Iteration 51Q (82769.040000 sec): 3 clusters
  Score: Raw -556921.651369 + Penalty 2836.896311 = -554084.755058
  nChanged 3
		SP:Iteration 52Q (82769.250000 sec): 3 clusters
  Score: Raw -556922.270189 + Penalty 2836.896311 = -554085.373879
  nChanged 5
		SP:Iteration 53Q (82769.460000 sec): 3 clusters
  Score: Raw -556923.192426 + Penalty 2836.896311 = -554086.296115
  nChanged 3
		SP:Iteration 54Q (82769.620000 sec): 3 clusters
  Score: Raw -556923.826124 + Penalty 2836.896311 = -554086.929814
  nChanged 2
		SP:Iteration 55Q (82769.850000 sec): 3 clusters
  Score: Raw -556924.900950 + Penalty 2836.896311 = -554088.004640
  nChanged 3
		SP:Iteration 56Q (82770.070000 sec): 3 clusters
  Score: Raw -556926.557294 + Penalty 2836.896311 = -554089.660983
  nChanged 3
		SP:Iteration 57Q (82770.270000 sec): 3 clusters
  Score: Raw -556927.810028 + Penalty 2836.896311 = -554090.913718
  nChanged 5
		SP:Iteration 58Q (82770.460000 sec): 3 clusters
  Score: Raw -556930.286243 + Penalty 2836.896311 = -554093.389932
  nChanged 6
		SP:Iteration 59Q (82770.650000 sec): 3 clusters
  Score: Raw -556932.254758 + Penalty 2836.896311 = -554095.358447
  nChanged 5
		SP:Iteration 60F (82770.830000 sec): 3 clusters
  Score: Raw -556933.938329 + Penalty 2836.896311 = -554097.042018
  nChanged 5
		SP:Iteration 61Q (82771.010000 sec): 3 clusters
  Score: Raw -556935.885210 + Penalty 2836.896311 = -554098.988899
  nChanged 6
		SP:Iteration 62Q (82771.220000 sec): 3 clusters
  Score: Raw -556937.216375 + Penalty 2836.896311 = -554100.320064
  nChanged 5
		SP:Iteration 63Q (82771.390000 sec): 3 clusters
  Score: Raw -556938.183258 + Penalty 2836.896311 = -554101.286947
  nChanged 5
		SP:Iteration 64Q (82771.570000 sec): 3 clusters
  Score: Raw -556939.415793 + Penalty 2836.896311 = -554102.519483
  nChanged 3
		SP:Iteration 65Q (82771.770000 sec): 3 clusters
  Score: Raw -556940.266949 + Penalty 2836.896311 = -554103.370638
  nChanged 1
		SP:Iteration 66Q (82771.990000 sec): 3 clusters
  Score: Raw -556940.748970 + Penalty 2836.896311 = -554103.852660
  nChanged 1
		SP:Iteration 67Q (82772.160000 sec): 3 clusters
  Score: Raw -556941.303101 + Penalty 2836.896311 = -554104.406790
  nChanged 3
		SP:Iteration 68Q (82772.360000 sec): 3 clusters
  Score: Raw -556942.713557 + Penalty 2836.896311 = -554105.817247
  nChanged 4
		SP:Iteration 69Q (82772.540000 sec): 3 clusters
  Score: Raw -556944.206402 + Penalty 2836.896311 = -554107.310091
  nChanged 3
		SP:Iteration 70Q (82772.780000 sec): 3 clusters
  Score: Raw -556945.174485 + Penalty 2836.896311 = -554108.278174
  nChanged 2
		SP:Iteration 71Q (82772.940000 sec): 3 clusters
  Score: Raw -556945.624486 + Penalty 2836.896311 = -554108.728176
  nChanged 2
		SP:Iteration 72Q (82773.160000 sec): 3 clusters
  Score: Raw -556946.074268 + Penalty 2836.896311 = -554109.177958
  nChanged 1
		SP:Iteration 73Q (82773.320000 sec): 3 clusters
  Score: Raw -556946.474606 + Penalty 2836.896311 = -554109.578296
  nChanged 2
		SP:Iteration 74Q (82773.520000 sec): 3 clusters
  Score: Raw -556947.122582 + Penalty 2836.896311 = -554110.226271
  nChanged 1
		SP:Iteration 75Q (82773.750000 sec): 3 clusters
  Score: Raw -556947.580801 + Penalty 2836.896311 = -554110.684490
  nChanged 2
		SP:Iteration 76Q (82773.960000 sec): 3 clusters
  Score: Raw -556948.063013 + Penalty 2836.896311 = -554111.166702
  nChanged 2
		SP:Iteration 77Q (82774.120000 sec): 3 clusters
  Score: Raw -556948.623291 + Penalty 2836.896311 = -554111.726980
  nChanged 1
		SP:Iteration 78Q (82774.320000 sec): 3 clusters
  Score: Raw -556948.757716 + Penalty 2836.896311 = -554111.861405
  nChanged 0
		SP:Iteration 79F (82774.490000 sec): 3 clusters
  Score: Raw -556948.757716 + Penalty 2836.896311 = -554111.861405
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (23327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82774.660000 sec): 2 clusters
  Score: Raw -2426581.435225 + Penalty 1634.322100 = -2424947.113126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82774.980000 sec): 3 clusters
  Score: Raw -2412558.139910 + Penalty 3268.644199 = -2409289.495711
  nChanged 10565
		SP:Iteration 1F (82775.250000 sec): 3 clusters
  Score: Raw -2418405.950577 + Penalty 3268.644199 = -2415137.306378
  nChanged 1232
		SP:Iteration 2F (82775.530000 sec): 3 clusters
  Score: Raw -2418936.026596 + Penalty 3268.644199 = -2415667.382397
  nChanged 1274
		SP:Iteration 3F (82775.780000 sec): 3 clusters
  Score: Raw -2419582.943894 + Penalty 3268.644199 = -2416314.299695
  nChanged 1435
		SP:Iteration 4F (82776.060000 sec): 3 clusters
  Score: Raw -2420448.039072 + Penalty 3268.644199 = -2417179.394873
  nChanged 1533
		SP:Iteration 5F (82776.340000 sec): 3 clusters
  Score: Raw -2421522.320430 + Penalty 3268.644199 = -2418253.676231
  nChanged 1569
		SP:Iteration 6F (82776.600000 sec): 3 clusters
  Score: Raw -2422694.245797 + Penalty 3268.644199 = -2419425.601598
  nChanged 1437
		SP:Iteration 7F (82776.850000 sec): 3 clusters
  Score: Raw -2423758.747092 + Penalty 3268.644199 = -2420490.102893
  nChanged 1133
		SP:Iteration 8Q (82777.120000 sec): 3 clusters
  Score: Raw -2424528.831895 + Penalty 3268.644199 = -2421260.187696
  nChanged 823
		SP:Iteration 9Q (82777.400000 sec): 3 clusters
  Score: Raw -2425057.917923 + Penalty 3268.644199 = -2421789.273724
  nChanged 615
		SP:Iteration 10Q (82777.740000 sec): 3 clusters
  Score: Raw -2425414.731313 + Penalty 3268.644199 = -2422146.087113
  nChanged 455
		SP:Iteration 11Q (82778.030000 sec): 3 clusters
  Score: Raw -2425643.253458 + Penalty 3268.644199 = -2422374.609258
  nChanged 363
		SP:Iteration 12Q (82778.280000 sec): 3 clusters
  Score: Raw -2425817.824488 + Penalty 3268.644199 = -2422549.180289
  nChanged 320
		SP:Iteration 13Q (82778.530000 sec): 3 clusters
  Score: Raw -2425949.848277 + Penalty 3268.644199 = -2422681.204078
  nChanged 268
		SP:Iteration 14Q (82778.820000 sec): 3 clusters
  Score: Raw -2426061.197757 + Penalty 3268.644199 = -2422792.553558
  nChanged 253
		SP:Iteration 15Q (82779.130000 sec): 3 clusters
  Score: Raw -2426175.505161 + Penalty 3268.644199 = -2422906.860962
  nChanged 250
		SP:Iteration 16Q (82779.370000 sec): 3 clusters
  Score: Raw -2426289.054265 + Penalty 3268.644199 = -2423020.410065
  nChanged 230
		SP:Iteration 17Q (82779.660000 sec): 3 clusters
  Score: Raw -2426394.769009 + Penalty 3268.644199 = -2423126.124810
  nChanged 208
		SP:Iteration 18Q (82779.900000 sec): 3 clusters
  Score: Raw -2426490.991494 + Penalty 3268.644199 = -2423222.347295
  nChanged 191
		SP:Iteration 19Q (82780.200000 sec): 3 clusters
  Score: Raw -2426582.730676 + Penalty 3268.644199 = -2423314.086477
  nChanged 195
		SP:Iteration 20F (82780.460000 sec): 3 clusters
  Score: Raw -2426677.995447 + Penalty 3268.644199 = -2423409.351248
  nChanged 169
		SP:Iteration 21Q (82780.710000 sec): 3 clusters
  Score: Raw -2426753.509661 + Penalty 3268.644199 = -2423484.865461
  nChanged 132
		SP:Iteration 22Q (82780.920000 sec): 3 clusters
  Score: Raw -2426806.438102 + Penalty 3268.644199 = -2423537.793902
  nChanged 99
		SP:Iteration 23Q (82781.220000 sec): 3 clusters
  Score: Raw -2426840.133523 + Penalty 3268.644199 = -2423571.489324
  nChanged 78
		SP:Iteration 24Q (82781.450000 sec): 3 clusters
  Score: Raw -2426869.795094 + Penalty 3268.644199 = -2423601.150895
  nChanged 68
		SP:Iteration 25Q (82781.760000 sec): 3 clusters
  Score: Raw -2426897.203559 + Penalty 3268.644199 = -2423628.559359
  nChanged 50
		SP:Iteration 26Q (82781.980000 sec): 3 clusters
  Score: Raw -2426916.228669 + Penalty 3268.644199 = -2423647.584470
  nChanged 43
		SP:Iteration 27Q (82782.240000 sec): 3 clusters
  Score: Raw -2426933.116046 + Penalty 3268.644199 = -2423664.471846
  nChanged 36
		SP:Iteration 28Q (82782.510000 sec): 3 clusters
  Score: Raw -2426944.377614 + Penalty 3268.644199 = -2423675.733415
  nChanged 31
		SP:Iteration 29Q (82782.820000 sec): 3 clusters
  Score: Raw -2426954.084799 + Penalty 3268.644199 = -2423685.440600
  nChanged 21
		SP:Iteration 30Q (82783.110000 sec): 3 clusters
  Score: Raw -2426961.172483 + Penalty 3268.644199 = -2423692.528284
  nChanged 14
		SP:Iteration 31Q (82783.350000 sec): 3 clusters
  Score: Raw -2426966.340266 + Penalty 3268.644199 = -2423697.696066
  nChanged 12
		SP:Iteration 32Q (82783.590000 sec): 3 clusters
  Score: Raw -2426969.903778 + Penalty 3268.644199 = -2423701.259579
  nChanged 11
		SP:Iteration 33Q (82783.850000 sec): 3 clusters
  Score: Raw -2426973.279581 + Penalty 3268.644199 = -2423704.635382
  nChanged 6
		SP:Iteration 34Q (82784.140000 sec): 3 clusters
  Score: Raw -2426974.312565 + Penalty 3268.644199 = -2423705.668366
  nChanged 6
		SP:Iteration 35Q (82784.400000 sec): 3 clusters
  Score: Raw -2426975.686283 + Penalty 3268.644199 = -2423707.042084
  nChanged 6
		SP:Iteration 36Q (82784.630000 sec): 3 clusters
  Score: Raw -2426976.750079 + Penalty 3268.644199 = -2423708.105880
  nChanged 4
		SP:Iteration 37Q (82784.920000 sec): 3 clusters
  Score: Raw -2426977.640045 + Penalty 3268.644199 = -2423708.995846
  nChanged 4
		SP:Iteration 38Q (82785.220000 sec): 3 clusters
  Score: Raw -2426978.618702 + Penalty 3268.644199 = -2423709.974502
  nChanged 5
		SP:Iteration 39Q (82785.480000 sec): 3 clusters
  Score: Raw -2426979.637022 + Penalty 3268.644199 = -2423710.992823
  nChanged 5
		SP:Iteration 40F (82785.790000 sec): 3 clusters
  Score: Raw -2426980.900889 + Penalty 3268.644199 = -2423712.256690
  nChanged 7
		SP:Iteration 41Q (82786.030000 sec): 3 clusters
  Score: Raw -2426982.297112 + Penalty 3268.644199 = -2423713.652913
  nChanged 5
		SP:Iteration 42Q (82786.270000 sec): 3 clusters
  Score: Raw -2426984.106611 + Penalty 3268.644199 = -2423715.462412
  nChanged 2
		SP:Iteration 43Q (82786.560000 sec): 3 clusters
  Score: Raw -2426984.428076 + Penalty 3268.644199 = -2423715.783876
  nChanged 1
		SP:Iteration 44Q (82786.870000 sec): 3 clusters
  Score: Raw -2426984.683810 + Penalty 3268.644199 = -2423716.039611
  nChanged 3
		SP:Iteration 45Q (82787.120000 sec): 3 clusters
  Score: Raw -2426985.170123 + Penalty 3268.644199 = -2423716.525923
  nChanged 1
		SP:Iteration 46Q (82787.420000 sec): 3 clusters
  Score: Raw -2426985.485166 + Penalty 3268.644199 = -2423716.840966
  nChanged 0
		SP:Iteration 47F (82787.670000 sec): 3 clusters
  Score: Raw -2426985.485166 + Penalty 3268.644199 = -2423716.840966
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82787.760000 sec): 2 clusters
  Score: Raw -34236.878884 + Penalty 967.402042 = -33269.476842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82787.880000 sec): 3 clusters
  Score: Raw -34241.583338 + Penalty 1934.804084 = -32306.779255
  nChanged 82
		SP:Iteration 1F (82788.080000 sec): 3 clusters
  Score: Raw -34444.066850 + Penalty 1934.804084 = -32509.262766
  nChanged 25
		SP:Iteration 2F (82788.240000 sec): 3 clusters
  Score: Raw -34524.915358 + Penalty 1934.804084 = -32590.111274
  nChanged 17
		SP:Iteration 3Q (82788.420000 sec): 3 clusters
  Score: Raw -34567.345067 + Penalty 1934.804084 = -32632.540983
  nChanged 6
		SP:Iteration 4Q (82788.600000 sec): 3 clusters
  Score: Raw -34585.415872 + Penalty 1934.804084 = -32650.611789
  nChanged 12
		SP:Iteration 5Q (82788.770000 sec): 3 clusters
  Score: Raw -34628.509794 + Penalty 1934.804084 = -32693.705711
  nChanged 13
		SP:Iteration 6Q (82788.970000 sec): 3 clusters
  Score: Raw -34683.414535 + Penalty 1934.804084 = -32748.610451
  nChanged 14
		SP:Iteration 7Q (82789.140000 sec): 3 clusters
  Score: Raw -34727.336439 + Penalty 1934.804084 = -32792.532355
  nChanged 12
		SP:Iteration 8Q (82789.280000 sec): 3 clusters
  Score: Raw -34775.402455 + Penalty 1934.804084 = -32840.598372
  nChanged 12
		SP:Iteration 9Q (82789.510000 sec): 3 clusters
  Score: Raw -34836.517447 + Penalty 1934.804084 = -32901.713363
  nChanged 10
		SP:Iteration 10Q (82789.640000 sec): 3 clusters
  Score: Raw -34906.495884 + Penalty 1934.804084 = -32971.691800
  nChanged 12
		SP:Iteration 11Q (82789.830000 sec): 3 clusters
  Score: Raw -34980.901838 + Penalty 1934.804084 = -33046.097754
  nChanged 6
		SP:Iteration 12Q (82790.010000 sec): 3 clusters
  Score: Raw -35039.171777 + Penalty 1934.804084 = -33104.367693
  nChanged 3
		SP:Iteration 13Q (82790.170000 sec): 3 clusters
  Score: Raw -35076.842759 + Penalty 1934.804084 = -33142.038675
  nChanged 5
		SP:Iteration 14Q (82790.320000 sec): 3 clusters
  Score: Raw -35142.127185 + Penalty 1934.804084 = -33207.323101
  nChanged 3
		SP:Iteration 15Q (82790.460000 sec): 3 clusters
  Score: Raw -35218.551671 + Penalty 1934.804084 = -33283.747587
  nChanged 2
		SP:Iteration 16Q (82790.650000 sec): 3 clusters
  Score: Raw -35226.933129 + Penalty 1934.804084 = -33292.129045
  nChanged 0
		SP:Iteration 17F (82790.830000 sec): 3 clusters
  Score: Raw -35226.933129 + Penalty 1934.804084 = -33292.129045
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (27919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82791.110000 sec): 2 clusters
  Score: Raw -3117332.613013 + Penalty 1663.522695 = -3115669.090318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82791.400000 sec): 3 clusters
  Score: Raw -3100186.413422 + Penalty 3327.045390 = -3096859.368032
  nChanged 12775
		SP:Iteration 1F (82791.710000 sec): 3 clusters
  Score: Raw -3107365.970418 + Penalty 3327.045390 = -3104038.925027
  nChanged 1308
		SP:Iteration 2Q (82792.060000 sec): 3 clusters
  Score: Raw -3107900.798263 + Penalty 3327.045390 = -3104573.752873
  nChanged 1457
		SP:Iteration 3F (82792.390000 sec): 3 clusters
  Score: Raw -3108644.860085 + Penalty 3327.045390 = -3105317.814695
  nChanged 1763
		SP:Iteration 4F (82792.730000 sec): 3 clusters
  Score: Raw -3109811.617964 + Penalty 3327.045390 = -3106484.572574
  nChanged 2108
		SP:Iteration 5F (82793.070000 sec): 3 clusters
  Score: Raw -3111499.419040 + Penalty 3327.045390 = -3108172.373649
  nChanged 2181
		SP:Iteration 6F (82793.410000 sec): 3 clusters
  Score: Raw -3113523.298764 + Penalty 3327.045390 = -3110196.253373
  nChanged 1813
		SP:Iteration 7F (82793.680000 sec): 3 clusters
  Score: Raw -3115275.075963 + Penalty 3327.045390 = -3111948.030573
  nChanged 1195
		SP:Iteration 8Q (82793.980000 sec): 3 clusters
  Score: Raw -3116462.823480 + Penalty 3327.045390 = -3113135.778090
  nChanged 577
		SP:Iteration 9Q (82794.300000 sec): 3 clusters
  Score: Raw -3117045.296695 + Penalty 3327.045390 = -3113718.251305
  nChanged 227
		SP:Iteration 10Q (82794.580000 sec): 3 clusters
  Score: Raw -3117276.643659 + Penalty 3327.045390 = -3113949.598269
  nChanged 96
		SP:Iteration 11Q (82794.880000 sec): 3 clusters
  Score: Raw -3117383.945783 + Penalty 3327.045390 = -3114056.900393
  nChanged 43
		SP:Iteration 12Q (82795.160000 sec): 3 clusters
  Score: Raw -3117427.658404 + Penalty 3327.045390 = -3114100.613014
  nChanged 29
		SP:Iteration 13Q (82795.430000 sec): 3 clusters
  Score: Raw -3117459.375595 + Penalty 3327.045390 = -3114132.330204
  nChanged 21
		SP:Iteration 14Q (82795.710000 sec): 3 clusters
  Score: Raw -3117482.739199 + Penalty 3327.045390 = -3114155.693809
  nChanged 18
		SP:Iteration 15Q (82796.050000 sec): 3 clusters
  Score: Raw -3117500.704522 + Penalty 3327.045390 = -3114173.659132
  nChanged 11
		SP:Iteration 16Q (82796.360000 sec): 3 clusters
  Score: Raw -3117512.702534 + Penalty 3327.045390 = -3114185.657144
  nChanged 8
		SP:Iteration 17Q (82796.620000 sec): 3 clusters
  Score: Raw -3117523.493339 + Penalty 3327.045390 = -3114196.447948
  nChanged 4
		SP:Iteration 18Q (82796.880000 sec): 3 clusters
  Score: Raw -3117527.451197 + Penalty 3327.045390 = -3114200.405806
  nChanged 0
		SP:Iteration 19F (82797.190000 sec): 3 clusters
  Score: Raw -3117527.451197 + Penalty 3327.045390 = -3114200.405806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (8789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82797.300000 sec): 2 clusters
  Score: Raw -834213.402977 + Penalty 1475.704136 = -832737.698842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82797.530000 sec): 3 clusters
  Score: Raw -829397.140787 + Penalty 2951.408271 = -826445.732516
  nChanged 3678
		SP:Iteration 1F (82797.720000 sec): 3 clusters
  Score: Raw -831523.990919 + Penalty 2951.408271 = -828572.582648
  nChanged 604
		SP:Iteration 2F (82797.880000 sec): 3 clusters
  Score: Raw -831891.006721 + Penalty 2951.408271 = -828939.598450
  nChanged 549
		SP:Iteration 3F (82798.100000 sec): 3 clusters
  Score: Raw -832247.476735 + Penalty 2951.408271 = -829296.068464
  nChanged 523
		SP:Iteration 4F (82798.340000 sec): 3 clusters
  Score: Raw -832582.414602 + Penalty 2951.408271 = -829631.006331
  nChanged 493
		SP:Iteration 5F (82798.520000 sec): 3 clusters
  Score: Raw -832864.373197 + Penalty 2951.408271 = -829912.964926
  nChanged 417
		SP:Iteration 6Q (82798.730000 sec): 3 clusters
  Score: Raw -833121.574061 + Penalty 2951.408271 = -830170.165790
  nChanged 414
		SP:Iteration 7Q (82798.970000 sec): 3 clusters
  Score: Raw -833343.310271 + Penalty 2951.408271 = -830391.902000
  nChanged 333
		SP:Iteration 8Q (82799.190000 sec): 3 clusters
  Score: Raw -833528.057400 + Penalty 2951.408271 = -830576.649129
  nChanged 288
		SP:Iteration 9Q (82799.420000 sec): 3 clusters
  Score: Raw -833661.410917 + Penalty 2951.408271 = -830710.002646
  nChanged 250
		SP:Iteration 10Q (82799.610000 sec): 3 clusters
  Score: Raw -833779.836512 + Penalty 2951.408271 = -830828.428241
  nChanged 239
		SP:Iteration 11Q (82799.840000 sec): 3 clusters
  Score: Raw -833898.251418 + Penalty 2951.408271 = -830946.843147
  nChanged 211
		SP:Iteration 12Q (82800.040000 sec): 3 clusters
  Score: Raw -833998.003506 + Penalty 2951.408271 = -831046.595235
  nChanged 216
		SP:Iteration 13Q (82800.260000 sec): 3 clusters
  Score: Raw -834083.788778 + Penalty 2951.408271 = -831132.380507
  nChanged 184
		SP:Iteration 14Q (82800.480000 sec): 3 clusters
  Score: Raw -834159.004951 + Penalty 2951.408271 = -831207.596680
  nChanged 195
		SP:Iteration 15Q (82800.670000 sec): 3 clusters
  Score: Raw -834240.437048 + Penalty 2951.408271 = -831289.028777
  nChanged 172
		SP:Iteration 16Q (82800.870000 sec): 3 clusters
  Score: Raw -834311.493396 + Penalty 2951.408271 = -831360.085125
  nChanged 158
		SP:Iteration 17Q (82801.040000 sec): 3 clusters
  Score: Raw -834361.330385 + Penalty 2951.408271 = -831409.922113
  nChanged 125
		SP:Iteration 18Q (82801.250000 sec): 3 clusters
  Score: Raw -834399.474257 + Penalty 2951.408271 = -831448.065986
  nChanged 103
		SP:Iteration 19Q (82801.430000 sec): 3 clusters
  Score: Raw -834428.453036 + Penalty 2951.408271 = -831477.044765
  nChanged 78
		SP:Iteration 20F (82801.640000 sec): 3 clusters
  Score: Raw -834446.502975 + Penalty 2951.408271 = -831495.094704
  nChanged 68
		SP:Iteration 21Q (82801.860000 sec): 3 clusters
  Score: Raw -834464.564196 + Penalty 2951.408271 = -831513.155925
  nChanged 72
		SP:Iteration 22Q (82802.070000 sec): 3 clusters
  Score: Raw -834480.985352 + Penalty 2951.408271 = -831529.577081
  nChanged 70
		SP:Iteration 23Q (82802.270000 sec): 3 clusters
  Score: Raw -834496.616200 + Penalty 2951.408271 = -831545.207929
  nChanged 57
		SP:Iteration 24Q (82802.460000 sec): 3 clusters
  Score: Raw -834509.689289 + Penalty 2951.408271 = -831558.281018
  nChanged 57
		SP:Iteration 25Q (82802.690000 sec): 3 clusters
  Score: Raw -834522.108407 + Penalty 2951.408271 = -831570.700136
  nChanged 47
		SP:Iteration 26Q (82802.900000 sec): 3 clusters
  Score: Raw -834531.906036 + Penalty 2951.408271 = -831580.497765
  nChanged 40
		SP:Iteration 27Q (82803.120000 sec): 3 clusters
  Score: Raw -834539.081185 + Penalty 2951.408271 = -831587.672914
  nChanged 39
		SP:Iteration 28Q (82803.320000 sec): 3 clusters
  Score: Raw -834546.255597 + Penalty 2951.408271 = -831594.847326
  nChanged 35
		SP:Iteration 29Q (82803.520000 sec): 3 clusters
  Score: Raw -834553.289445 + Penalty 2951.408271 = -831601.881174
  nChanged 38
		SP:Iteration 30Q (82803.730000 sec): 3 clusters
  Score: Raw -834559.426022 + Penalty 2951.408271 = -831608.017751
  nChanged 30
		SP:Iteration 31Q (82803.920000 sec): 3 clusters
  Score: Raw -834564.539567 + Penalty 2951.408271 = -831613.131296
  nChanged 23
		SP:Iteration 32Q (82804.130000 sec): 3 clusters
  Score: Raw -834568.271222 + Penalty 2951.408271 = -831616.862951
  nChanged 24
		SP:Iteration 33Q (82804.320000 sec): 3 clusters
  Score: Raw -834571.158519 + Penalty 2951.408271 = -831619.750248
  nChanged 19
		SP:Iteration 34Q (82804.530000 sec): 3 clusters
  Score: Raw -834573.075034 + Penalty 2951.408271 = -831621.666763
  nChanged 6
		SP:Iteration 35Q (82804.730000 sec): 3 clusters
  Score: Raw -834574.100435 + Penalty 2951.408271 = -831622.692164
  nChanged 8
		SP:Iteration 36Q (82804.940000 sec): 3 clusters
  Score: Raw -834574.844367 + Penalty 2951.408271 = -831623.436096
  nChanged 5
		SP:Iteration 37Q (82805.110000 sec): 3 clusters
  Score: Raw -834575.517963 + Penalty 2951.408271 = -831624.109692
  nChanged 9
		SP:Iteration 38Q (82805.320000 sec): 3 clusters
  Score: Raw -834576.280141 + Penalty 2951.408271 = -831624.871870
  nChanged 5
		SP:Iteration 39Q (82805.550000 sec): 3 clusters
  Score: Raw -834577.358690 + Penalty 2951.408271 = -831625.950419
  nChanged 11
		SP:Iteration 40F (82805.690000 sec): 3 clusters
  Score: Raw -834578.511990 + Penalty 2951.408271 = -831627.103719
  nChanged 11
		SP:Iteration 41Q (82805.890000 sec): 3 clusters
  Score: Raw -834579.775928 + Penalty 2951.408271 = -831628.367657
  nChanged 16
		SP:Iteration 42Q (82806.110000 sec): 3 clusters
  Score: Raw -834582.241240 + Penalty 2951.408271 = -831630.832969
  nChanged 19
		SP:Iteration 43Q (82806.310000 sec): 3 clusters
  Score: Raw -834585.189381 + Penalty 2951.408271 = -831633.781110
  nChanged 10
		SP:Iteration 44Q (82806.510000 sec): 3 clusters
  Score: Raw -834586.626454 + Penalty 2951.408271 = -831635.218183
  nChanged 12
		SP:Iteration 45Q (82806.730000 sec): 3 clusters
  Score: Raw -834588.574751 + Penalty 2951.408271 = -831637.166480
  nChanged 9
		SP:Iteration 46Q (82806.920000 sec): 3 clusters
  Score: Raw -834590.857586 + Penalty 2951.408271 = -831639.449315
  nChanged 12
		SP:Iteration 47Q (82807.150000 sec): 3 clusters
  Score: Raw -834592.848468 + Penalty 2951.408271 = -831641.440197
  nChanged 10
		SP:Iteration 48Q (82807.330000 sec): 3 clusters
  Score: Raw -834594.312066 + Penalty 2951.408271 = -831642.903795
  nChanged 8
		SP:Iteration 49Q (82807.550000 sec): 3 clusters
  Score: Raw -834595.809598 + Penalty 2951.408271 = -831644.401327
  nChanged 9
		SP:Iteration 50Q (82807.770000 sec): 3 clusters
  Score: Raw -834597.550251 + Penalty 2951.408271 = -831646.141980
  nChanged 16
		SP:Iteration 51Q (82807.960000 sec): 3 clusters
  Score: Raw -834601.048608 + Penalty 2951.408271 = -831649.640337
  nChanged 23
		SP:Iteration 52Q (82808.210000 sec): 3 clusters
  Score: Raw -834605.277197 + Penalty 2951.408271 = -831653.868926
  nChanged 22
		SP:Iteration 53Q (82808.430000 sec): 3 clusters
  Score: Raw -834610.649750 + Penalty 2951.408271 = -831659.241479
  nChanged 25
		SP:Iteration 54Q (82808.620000 sec): 3 clusters
  Score: Raw -834618.642773 + Penalty 2951.408271 = -831667.234502
  nChanged 32
		SP:Iteration 55Q (82808.830000 sec): 3 clusters
  Score: Raw -834630.638496 + Penalty 2951.408271 = -831679.230225
  nChanged 47
		SP:Iteration 56Q (82808.990000 sec): 3 clusters
  Score: Raw -834648.494357 + Penalty 2951.408271 = -831697.086086
  nChanged 46
		SP:Iteration 57Q (82809.210000 sec): 3 clusters
  Score: Raw -834666.698518 + Penalty 2951.408271 = -831715.290247
  nChanged 62
		SP:Iteration 58Q (82809.400000 sec): 3 clusters
  Score: Raw -834699.132143 + Penalty 2951.408271 = -831747.723872
  nChanged 71
		SP:Iteration 59Q (82809.620000 sec): 3 clusters
  Score: Raw -834729.317951 + Penalty 2951.408271 = -831777.909680
  nChanged 55
		SP:Iteration 60F (82809.890000 sec): 3 clusters
  Score: Raw -834744.268957 + Penalty 2951.408271 = -831792.860686
  nChanged 51
		SP:Iteration 61Q (82810.070000 sec): 3 clusters
  Score: Raw -834755.915528 + Penalty 2951.408271 = -831804.507257
  nChanged 41
		SP:Iteration 62Q (82810.260000 sec): 3 clusters
  Score: Raw -834764.877594 + Penalty 2951.408271 = -831813.469323
  nChanged 30
		SP:Iteration 63Q (82810.480000 sec): 3 clusters
  Score: Raw -834770.962934 + Penalty 2951.408271 = -831819.554663
  nChanged 32
		SP:Iteration 64Q (82810.730000 sec): 3 clusters
  Score: Raw -834778.621305 + Penalty 2951.408271 = -831827.213034
  nChanged 27
		SP:Iteration 65Q (82810.960000 sec): 3 clusters
  Score: Raw -834784.231352 + Penalty 2951.408271 = -831832.823081
  nChanged 27
		SP:Iteration 66Q (82811.110000 sec): 3 clusters
  Score: Raw -834788.728886 + Penalty 2951.408271 = -831837.320615
  nChanged 22
		SP:Iteration 67Q (82811.320000 sec): 3 clusters
  Score: Raw -834793.703413 + Penalty 2951.408271 = -831842.295142
  nChanged 22
		SP:Iteration 68Q (82811.520000 sec): 3 clusters
  Score: Raw -834798.065371 + Penalty 2951.408271 = -831846.657100
  nChanged 24
		SP:Iteration 69Q (82811.710000 sec): 3 clusters
  Score: Raw -834803.047323 + Penalty 2951.408271 = -831851.639052
  nChanged 23
		SP:Iteration 70Q (82811.910000 sec): 3 clusters
  Score: Raw -834807.788432 + Penalty 2951.408271 = -831856.380161
  nChanged 18
		SP:Iteration 71Q (82812.100000 sec): 3 clusters
  Score: Raw -834812.372827 + Penalty 2951.408271 = -831860.964556
  nChanged 25
		SP:Iteration 72Q (82812.300000 sec): 3 clusters
  Score: Raw -834816.658169 + Penalty 2951.408271 = -831865.249898
  nChanged 16
		SP:Iteration 73Q (82812.500000 sec): 3 clusters
  Score: Raw -834819.080223 + Penalty 2951.408271 = -831867.671952
  nChanged 12
		SP:Iteration 74Q (82812.730000 sec): 3 clusters
  Score: Raw -834821.506531 + Penalty 2951.408271 = -831870.098260
  nChanged 10
		SP:Iteration 75Q (82812.980000 sec): 3 clusters
  Score: Raw -834823.421838 + Penalty 2951.408271 = -831872.013567
  nChanged 7
		SP:Iteration 76Q (82813.150000 sec): 3 clusters
  Score: Raw -834824.389435 + Penalty 2951.408271 = -831872.981164
  nChanged 5
		SP:Iteration 77Q (82813.360000 sec): 3 clusters
  Score: Raw -834824.881540 + Penalty 2951.408271 = -831873.473269
  nChanged 5
		SP:Iteration 78Q (82813.560000 sec): 3 clusters
  Score: Raw -834825.396928 + Penalty 2951.408271 = -831873.988657
  nChanged 2
		SP:Iteration 79Q (82813.770000 sec): 3 clusters
  Score: Raw -834825.522096 + Penalty 2951.408271 = -831874.113825
  nChanged 3
		SP:Iteration 80F (82813.980000 sec): 3 clusters
  Score: Raw -834826.011456 + Penalty 2951.408271 = -831874.603185
  nChanged 6
		SP:Iteration 81Q (82814.180000 sec): 3 clusters
  Score: Raw -834826.632534 + Penalty 2951.408271 = -831875.224263
  nChanged 2
		SP:Iteration 82Q (82814.370000 sec): 3 clusters
  Score: Raw -834826.784456 + Penalty 2951.408271 = -831875.376185
  nChanged 2
		SP:Iteration 83Q (82814.610000 sec): 3 clusters
  Score: Raw -834826.877589 + Penalty 2951.408271 = -831875.469318
  nChanged 0
		SP:Iteration 84F (82814.800000 sec): 3 clusters
  Score: Raw -834826.877589 + Penalty 2951.408271 = -831875.469318
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82814.970000 sec): 2 clusters
  Score: Raw -2082405.402138 + Penalty 1610.941700 = -2080794.460438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82815.210000 sec): 3 clusters
  Score: Raw -2070133.402264 + Penalty 3221.883401 = -2066911.518863
  nChanged 9171
		SP:Iteration 1F (82815.500000 sec): 3 clusters
  Score: Raw -2075340.688844 + Penalty 3221.883401 = -2072118.805443
  nChanged 1225
		SP:Iteration 2F (82815.740000 sec): 3 clusters
  Score: Raw -2075903.037378 + Penalty 3221.883401 = -2072681.153978
  nChanged 1221
		SP:Iteration 3F (82816.000000 sec): 3 clusters
  Score: Raw -2076498.465116 + Penalty 3221.883401 = -2073276.581715
  nChanged 1275
		SP:Iteration 4F (82816.310000 sec): 3 clusters
  Score: Raw -2077207.435445 + Penalty 3221.883401 = -2073985.552044
  nChanged 1256
		SP:Iteration 5F (82816.580000 sec): 3 clusters
  Score: Raw -2077959.340264 + Penalty 3221.883401 = -2074737.456863
  nChanged 1216
		SP:Iteration 6F (82816.820000 sec): 3 clusters
  Score: Raw -2078748.980859 + Penalty 3221.883401 = -2075527.097459
  nChanged 1116
		SP:Iteration 7F (82817.100000 sec): 3 clusters
  Score: Raw -2079552.619029 + Penalty 3221.883401 = -2076330.735628
  nChanged 975
		SP:Iteration 8Q (82817.340000 sec): 3 clusters
  Score: Raw -2080366.695535 + Penalty 3221.883401 = -2077144.812134
  nChanged 777
		SP:Iteration 9Q (82817.610000 sec): 3 clusters
  Score: Raw -2081076.651062 + Penalty 3221.883401 = -2077854.767661
  nChanged 612
		SP:Iteration 10Q (82817.840000 sec): 3 clusters
  Score: Raw -2081637.710750 + Penalty 3221.883401 = -2078415.827350
  nChanged 442
		SP:Iteration 11Q (82818.140000 sec): 3 clusters
  Score: Raw -2082028.595889 + Penalty 3221.883401 = -2078806.712488
  nChanged 323
		SP:Iteration 12Q (82818.400000 sec): 3 clusters
  Score: Raw -2082296.476446 + Penalty 3221.883401 = -2079074.593045
  nChanged 244
		SP:Iteration 13Q (82818.660000 sec): 3 clusters
  Score: Raw -2082488.889461 + Penalty 3221.883401 = -2079267.006060
  nChanged 187
		SP:Iteration 14Q (82818.890000 sec): 3 clusters
  Score: Raw -2082610.653854 + Penalty 3221.883401 = -2079388.770453
  nChanged 129
		SP:Iteration 15Q (82819.140000 sec): 3 clusters
  Score: Raw -2082698.387749 + Penalty 3221.883401 = -2079476.504348
  nChanged 112
		SP:Iteration 16Q (82819.350000 sec): 3 clusters
  Score: Raw -2082769.869030 + Penalty 3221.883401 = -2079547.985630
  nChanged 93
		SP:Iteration 17Q (82819.610000 sec): 3 clusters
  Score: Raw -2082819.490422 + Penalty 3221.883401 = -2079597.607021
  nChanged 70
		SP:Iteration 18Q (82819.850000 sec): 3 clusters
  Score: Raw -2082850.975652 + Penalty 3221.883401 = -2079629.092251
  nChanged 50
		SP:Iteration 19Q (82820.090000 sec): 3 clusters
  Score: Raw -2082871.863934 + Penalty 3221.883401 = -2079649.980533
  nChanged 43
		SP:Iteration 20F (82820.310000 sec): 3 clusters
  Score: Raw -2082887.365610 + Penalty 3221.883401 = -2079665.482210
  nChanged 34
		SP:Iteration 21Q (82820.560000 sec): 3 clusters
  Score: Raw -2082899.760501 + Penalty 3221.883401 = -2079677.877100
  nChanged 26
		SP:Iteration 22Q (82820.790000 sec): 3 clusters
  Score: Raw -2082908.810971 + Penalty 3221.883401 = -2079686.927570
  nChanged 17
		SP:Iteration 23Q (82821.030000 sec): 3 clusters
  Score: Raw -2082914.159839 + Penalty 3221.883401 = -2079692.276438
  nChanged 10
		SP:Iteration 24Q (82821.260000 sec): 3 clusters
  Score: Raw -2082916.886402 + Penalty 3221.883401 = -2079695.003001
  nChanged 7
		SP:Iteration 25Q (82821.540000 sec): 3 clusters
  Score: Raw -2082918.342705 + Penalty 3221.883401 = -2079696.459304
  nChanged 10
		SP:Iteration 26Q (82821.790000 sec): 3 clusters
  Score: Raw -2082921.002144 + Penalty 3221.883401 = -2079699.118743
  nChanged 9
		SP:Iteration 27Q (82822.030000 sec): 3 clusters
  Score: Raw -2082923.880520 + Penalty 3221.883401 = -2079701.997119
  nChanged 9
		SP:Iteration 28Q (82822.250000 sec): 3 clusters
  Score: Raw -2082926.374403 + Penalty 3221.883401 = -2079704.491002
  nChanged 5
		SP:Iteration 29Q (82822.500000 sec): 3 clusters
  Score: Raw -2082928.063095 + Penalty 3221.883401 = -2079706.179694
  nChanged 8
		SP:Iteration 30Q (82822.750000 sec): 3 clusters
  Score: Raw -2082930.881271 + Penalty 3221.883401 = -2079708.997871
  nChanged 9
		SP:Iteration 31Q (82822.990000 sec): 3 clusters
  Score: Raw -2082934.249424 + Penalty 3221.883401 = -2079712.366023
  nChanged 10
		SP:Iteration 32Q (82823.230000 sec): 3 clusters
  Score: Raw -2082938.068895 + Penalty 3221.883401 = -2079716.185495
  nChanged 13
		SP:Iteration 33Q (82823.510000 sec): 3 clusters
  Score: Raw -2082945.136074 + Penalty 3221.883401 = -2079723.252673
  nChanged 15
		SP:Iteration 34Q (82823.740000 sec): 3 clusters
  Score: Raw -2082952.045002 + Penalty 3221.883401 = -2079730.161601
  nChanged 15
		SP:Iteration 35Q (82823.980000 sec): 3 clusters
  Score: Raw -2082963.135228 + Penalty 3221.883401 = -2079741.251827
  nChanged 16
		SP:Iteration 36Q (82824.260000 sec): 3 clusters
  Score: Raw -2082973.943106 + Penalty 3221.883401 = -2079752.059705
  nChanged 15
		SP:Iteration 37Q (82824.540000 sec): 3 clusters
  Score: Raw -2082981.573388 + Penalty 3221.883401 = -2079759.689987
  nChanged 18
		SP:Iteration 38Q (82824.790000 sec): 3 clusters
  Score: Raw -2082992.085586 + Penalty 3221.883401 = -2079770.202185
  nChanged 21
		SP:Iteration 39Q (82824.990000 sec): 3 clusters
  Score: Raw -2083001.966954 + Penalty 3221.883401 = -2079780.083554
  nChanged 16
		SP:Iteration 40F (82825.230000 sec): 3 clusters
  Score: Raw -2083009.464814 + Penalty 3221.883401 = -2079787.581413
  nChanged 6
		SP:Iteration 41Q (82825.460000 sec): 3 clusters
  Score: Raw -2083011.781439 + Penalty 3221.883401 = -2079789.898039
  nChanged 5
		SP:Iteration 42Q (82825.690000 sec): 3 clusters
  Score: Raw -2083013.926762 + Penalty 3221.883401 = -2079792.043361
  nChanged 8
		SP:Iteration 43Q (82825.930000 sec): 3 clusters
  Score: Raw -2083017.097966 + Penalty 3221.883401 = -2079795.214565
  nChanged 6
		SP:Iteration 44Q (82826.160000 sec): 3 clusters
  Score: Raw -2083019.763691 + Penalty 3221.883401 = -2079797.880291
  nChanged 7
		SP:Iteration 45Q (82826.420000 sec): 3 clusters
  Score: Raw -2083022.374306 + Penalty 3221.883401 = -2079800.490905
  nChanged 5
		SP:Iteration 46Q (82826.640000 sec): 3 clusters
  Score: Raw -2083024.115978 + Penalty 3221.883401 = -2079802.232577
  nChanged 1
		SP:Iteration 47Q (82826.930000 sec): 3 clusters
  Score: Raw -2083024.644623 + Penalty 3221.883401 = -2079802.761222
  nChanged 1
		SP:Iteration 48Q (82827.140000 sec): 3 clusters
  Score: Raw -2083024.817735 + Penalty 3221.883401 = -2079802.934334
  nChanged 0
		SP:Iteration 49F (82827.390000 sec): 3 clusters
  Score: Raw -2083024.817735 + Penalty 3221.883401 = -2079802.934334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82827.550000 sec): 2 clusters
  Score: Raw -446147.024922 + Penalty 1360.364450 = -444786.660472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82827.730000 sec): 3 clusters
  Score: Raw -443891.712539 + Penalty 2720.728900 = -441170.983639
  nChanged 1747
		SP:Iteration 1F (82827.900000 sec): 3 clusters
  Score: Raw -444926.916901 + Penalty 2720.728900 = -442206.188001
  nChanged 346
		SP:Iteration 2F (82828.070000 sec): 3 clusters
  Score: Raw -445128.403918 + Penalty 2720.728900 = -442407.675018
  nChanged 228
		SP:Iteration 3F (82828.270000 sec): 3 clusters
  Score: Raw -445252.564554 + Penalty 2720.728900 = -442531.835655
  nChanged 173
		SP:Iteration 4Q (82828.490000 sec): 3 clusters
  Score: Raw -445343.344042 + Penalty 2720.728900 = -442622.615143
  nChanged 162
		SP:Iteration 5Q (82828.640000 sec): 3 clusters
  Score: Raw -445416.487734 + Penalty 2720.728900 = -442695.758834
  nChanged 106
		SP:Iteration 6Q (82828.850000 sec): 3 clusters
  Score: Raw -445461.709384 + Penalty 2720.728900 = -442740.980484
  nChanged 82
		SP:Iteration 7Q (82829.010000 sec): 3 clusters
  Score: Raw -445499.671460 + Penalty 2720.728900 = -442778.942560
  nChanged 78
		SP:Iteration 8Q (82829.200000 sec): 3 clusters
  Score: Raw -445529.131110 + Penalty 2720.728900 = -442808.402210
  nChanged 69
		SP:Iteration 9Q (82829.420000 sec): 3 clusters
  Score: Raw -445557.016294 + Penalty 2720.728900 = -442836.287395
  nChanged 71
		SP:Iteration 10Q (82829.570000 sec): 3 clusters
  Score: Raw -445589.388578 + Penalty 2720.728900 = -442868.659679
  nChanged 83
		SP:Iteration 11Q (82829.750000 sec): 3 clusters
  Score: Raw -445621.009724 + Penalty 2720.728900 = -442900.280824
  nChanged 66
		SP:Iteration 12Q (82829.930000 sec): 3 clusters
  Score: Raw -445647.306408 + Penalty 2720.728900 = -442926.577509
  nChanged 68
		SP:Iteration 13Q (82830.110000 sec): 3 clusters
  Score: Raw -445673.566716 + Penalty 2720.728900 = -442952.837816
  nChanged 80
		SP:Iteration 14Q (82830.270000 sec): 3 clusters
  Score: Raw -445708.129243 + Penalty 2720.728900 = -442987.400344
  nChanged 81
		SP:Iteration 15Q (82830.460000 sec): 3 clusters
  Score: Raw -445745.510717 + Penalty 2720.728900 = -443024.781818
  nChanged 80
		SP:Iteration 16Q (82830.630000 sec): 3 clusters
  Score: Raw -445782.077618 + Penalty 2720.728900 = -443061.348718
  nChanged 70
		SP:Iteration 17Q (82830.840000 sec): 3 clusters
  Score: Raw -445817.587967 + Penalty 2720.728900 = -443096.859067
  nChanged 78
		SP:Iteration 18Q (82831.010000 sec): 3 clusters
  Score: Raw -445865.462334 + Penalty 2720.728900 = -443144.733434
  nChanged 82
		SP:Iteration 19Q (82831.230000 sec): 3 clusters
  Score: Raw -445913.521118 + Penalty 2720.728900 = -443192.792219
  nChanged 81
		SP:Iteration 20F (82831.360000 sec): 3 clusters
  Score: Raw -445960.166470 + Penalty 2720.728900 = -443239.437570
  nChanged 92
		SP:Iteration 21Q (82831.540000 sec): 3 clusters
  Score: Raw -446019.674998 + Penalty 2720.728900 = -443298.946099
  nChanged 75
		SP:Iteration 22Q (82831.720000 sec): 3 clusters
  Score: Raw -446069.849743 + Penalty 2720.728900 = -443349.120844
  nChanged 82
		SP:Iteration 23Q (82831.920000 sec): 3 clusters
  Score: Raw -446123.773332 + Penalty 2720.728900 = -443403.044432
  nChanged 61
		SP:Iteration 24Q (82832.090000 sec): 3 clusters
  Score: Raw -446153.354046 + Penalty 2720.728900 = -443432.625146
  nChanged 40
		SP:Iteration 25Q (82832.330000 sec): 3 clusters
  Score: Raw -446171.335963 + Penalty 2720.728900 = -443450.607064
  nChanged 37
		SP:Iteration 26Q (82832.500000 sec): 3 clusters
  Score: Raw -446188.943339 + Penalty 2720.728900 = -443468.214439
  nChanged 30
		SP:Iteration 27Q (82832.690000 sec): 3 clusters
  Score: Raw -446200.605510 + Penalty 2720.728900 = -443479.876610
  nChanged 24
		SP:Iteration 28Q (82832.830000 sec): 3 clusters
  Score: Raw -446209.910878 + Penalty 2720.728900 = -443489.181979
  nChanged 22
		SP:Iteration 29Q (82832.970000 sec): 3 clusters
  Score: Raw -446219.107401 + Penalty 2720.728900 = -443498.378501
  nChanged 19
		SP:Iteration 30Q (82833.140000 sec): 3 clusters
  Score: Raw -446225.710425 + Penalty 2720.728900 = -443504.981526
  nChanged 16
		SP:Iteration 31Q (82833.350000 sec): 3 clusters
  Score: Raw -446230.931308 + Penalty 2720.728900 = -443510.202408
  nChanged 15
		SP:Iteration 32Q (82833.520000 sec): 3 clusters
  Score: Raw -446236.946825 + Penalty 2720.728900 = -443516.217925
  nChanged 13
		SP:Iteration 33Q (82833.730000 sec): 3 clusters
  Score: Raw -446241.509569 + Penalty 2720.728900 = -443520.780669
  nChanged 9
		SP:Iteration 34Q (82833.910000 sec): 3 clusters
  Score: Raw -446243.437524 + Penalty 2720.728900 = -443522.708624
  nChanged 6
		SP:Iteration 35Q (82834.100000 sec): 3 clusters
  Score: Raw -446245.854172 + Penalty 2720.728900 = -443525.125272
  nChanged 5
		SP:Iteration 36Q (82834.300000 sec): 3 clusters
  Score: Raw -446247.939503 + Penalty 2720.728900 = -443527.210603
  nChanged 6
		SP:Iteration 37Q (82834.440000 sec): 3 clusters
  Score: Raw -446250.218926 + Penalty 2720.728900 = -443529.490027
  nChanged 5
		SP:Iteration 38Q (82834.620000 sec): 3 clusters
  Score: Raw -446251.310215 + Penalty 2720.728900 = -443530.581316
  nChanged 2
		SP:Iteration 39Q (82834.780000 sec): 3 clusters
  Score: Raw -446251.652355 + Penalty 2720.728900 = -443530.923455
  nChanged 2
		SP:Iteration 40F (82834.990000 sec): 3 clusters
  Score: Raw -446251.973340 + Penalty 2720.728900 = -443531.244441
  nChanged 4
		SP:Iteration 41Q (82835.160000 sec): 3 clusters
  Score: Raw -446252.676896 + Penalty 2720.728900 = -443531.947996
  nChanged 3
		SP:Iteration 42Q (82835.270000 sec): 3 clusters
  Score: Raw -446253.331350 + Penalty 2720.728900 = -443532.602450
  nChanged 3
		SP:Iteration 43Q (82835.460000 sec): 3 clusters
  Score: Raw -446255.317930 + Penalty 2720.728900 = -443534.589030
  nChanged 9
		SP:Iteration 44Q (82835.670000 sec): 3 clusters
  Score: Raw -446258.476361 + Penalty 2720.728900 = -443537.747461
  nChanged 2
		SP:Iteration 45Q (82835.860000 sec): 3 clusters
  Score: Raw -446258.807153 + Penalty 2720.728900 = -443538.078253
  nChanged 3
		SP:Iteration 46Q (82836.020000 sec): 3 clusters
  Score: Raw -446259.417229 + Penalty 2720.728900 = -443538.688329
  nChanged 2
		SP:Iteration 47Q (82836.220000 sec): 3 clusters
  Score: Raw -446259.627704 + Penalty 2720.728900 = -443538.898804
  nChanged 0
		SP:Iteration 48F (82836.360000 sec): 3 clusters
  Score: Raw -446259.627704 + Penalty 2720.728900 = -443538.898804
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82836.470000 sec): 2 clusters
  Score: Raw -48977.616743 + Penalty 1018.728146 = -47958.888597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82836.640000 sec): 3 clusters
  Score: Raw -48934.270407 + Penalty 2037.456292 = -46896.814115
  nChanged 134
		SP:Iteration 1F (82836.810000 sec): 3 clusters
  Score: Raw -49117.812876 + Penalty 2037.456292 = -47080.356584
  nChanged 38
		SP:Iteration 2F (82836.970000 sec): 3 clusters
  Score: Raw -49180.080760 + Penalty 2037.456292 = -47142.624468
  nChanged 13
		SP:Iteration 3Q (82837.130000 sec): 3 clusters
  Score: Raw -49194.615748 + Penalty 2037.456292 = -47157.159456
  nChanged 5
		SP:Iteration 4Q (82837.290000 sec): 3 clusters
  Score: Raw -49200.610873 + Penalty 2037.456292 = -47163.154581
  nChanged 6
		SP:Iteration 5Q (82837.450000 sec): 3 clusters
  Score: Raw -49206.945321 + Penalty 2037.456292 = -47169.489029
  nChanged 2
		SP:Iteration 6Q (82837.610000 sec): 3 clusters
  Score: Raw -49210.974046 + Penalty 2037.456292 = -47173.517754
  nChanged 1
		SP:Iteration 7Q (82837.790000 sec): 3 clusters
  Score: Raw -49214.533453 + Penalty 2037.456292 = -47177.077161
  nChanged 1
		SP:Iteration 8Q (82837.980000 sec): 3 clusters
  Score: Raw -49215.394968 + Penalty 2037.456292 = -47177.938676
  nChanged 0
		SP:Iteration 9F (82838.120000 sec): 3 clusters
  Score: Raw -49215.394968 + Penalty 2037.456292 = -47177.938676
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82838.210000 sec): 2 clusters
  Score: Raw -207389.460628 + Penalty 1237.165309 = -206152.295319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82838.370000 sec): 3 clusters
  Score: Raw -206548.410137 + Penalty 2474.330618 = -204074.079518
  nChanged 687
		SP:Iteration 1F (82838.480000 sec): 3 clusters
  Score: Raw -206996.126385 + Penalty 2474.330618 = -204521.795767
  nChanged 167
		SP:Iteration 2F (82838.590000 sec): 3 clusters
  Score: Raw -207115.431707 + Penalty 2474.330618 = -204641.101089
  nChanged 101
		SP:Iteration 3Q (82838.700000 sec): 3 clusters
  Score: Raw -207180.198819 + Penalty 2474.330618 = -204705.868201
  nChanged 67
		SP:Iteration 4Q (82838.810000 sec): 3 clusters
  Score: Raw -207226.010073 + Penalty 2474.330618 = -204751.679455
  nChanged 69
		SP:Iteration 5Q (82838.920000 sec): 3 clusters
  Score: Raw -207271.178883 + Penalty 2474.330618 = -204796.848265
  nChanged 66
		SP:Iteration 6Q (82839.030000 sec): 3 clusters
  Score: Raw -207321.000255 + Penalty 2474.330618 = -204846.669637
  nChanged 52
		SP:Iteration 7Q (82839.180000 sec): 3 clusters
  Score: Raw -207355.679508 + Penalty 2474.330618 = -204881.348890
  nChanged 43
		SP:Iteration 8Q (82839.380000 sec): 3 clusters
  Score: Raw -207372.126795 + Penalty 2474.330618 = -204897.796177
  nChanged 19
		SP:Iteration 9Q (82839.530000 sec): 3 clusters
  Score: Raw -207380.420296 + Penalty 2474.330618 = -204906.089678
  nChanged 18
		SP:Iteration 10Q (82839.690000 sec): 3 clusters
  Score: Raw -207388.921982 + Penalty 2474.330618 = -204914.591363
  nChanged 11
		SP:Iteration 11Q (82839.870000 sec): 3 clusters
  Score: Raw -207393.429023 + Penalty 2474.330618 = -204919.098404
  nChanged 5
		SP:Iteration 12Q (82840.110000 sec): 3 clusters
  Score: Raw -207395.295908 + Penalty 2474.330618 = -204920.965290
  nChanged 5
		SP:Iteration 13Q (82840.250000 sec): 3 clusters
  Score: Raw -207397.798524 + Penalty 2474.330618 = -204923.467906
  nChanged 6
		SP:Iteration 14Q (82840.440000 sec): 3 clusters
  Score: Raw -207399.556139 + Penalty 2474.330618 = -204925.225520
  nChanged 4
		SP:Iteration 15Q (82840.650000 sec): 3 clusters
  Score: Raw -207400.506715 + Penalty 2474.330618 = -204926.176096
  nChanged 4
		SP:Iteration 16Q (82840.850000 sec): 3 clusters
  Score: Raw -207401.576571 + Penalty 2474.330618 = -204927.245952
  nChanged 2
		SP:Iteration 17Q (82841.010000 sec): 3 clusters
  Score: Raw -207402.502354 + Penalty 2474.330618 = -204928.171736
  nChanged 4
		SP:Iteration 18Q (82841.190000 sec): 3 clusters
  Score: Raw -207403.974470 + Penalty 2474.330618 = -204929.643852
  nChanged 7
		SP:Iteration 19Q (82841.310000 sec): 3 clusters
  Score: Raw -207406.325573 + Penalty 2474.330618 = -204931.994954
  nChanged 4
		SP:Iteration 20F (82841.500000 sec): 3 clusters
  Score: Raw -207407.168021 + Penalty 2474.330618 = -204932.837403
  nChanged 3
		SP:Iteration 21Q (82841.730000 sec): 3 clusters
  Score: Raw -207408.403433 + Penalty 2474.330618 = -204934.072815
  nChanged 3
		SP:Iteration 22Q (82841.910000 sec): 3 clusters
  Score: Raw -207409.429975 + Penalty 2474.330618 = -204935.099356
  nChanged 1
		SP:Iteration 23Q (82842.060000 sec): 3 clusters
  Score: Raw -207409.598876 + Penalty 2474.330618 = -204935.268257
  nChanged 0
		SP:Iteration 24F (82842.170000 sec): 3 clusters
  Score: Raw -207409.598876 + Penalty 2474.330618 = -204935.268257
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (6347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82842.250000 sec): 2 clusters
  Score: Raw -644718.126744 + Penalty 1422.807350 = -643295.319394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82842.420000 sec): 3 clusters
  Score: Raw -641383.322592 + Penalty 2845.614700 = -638537.707892
  nChanged 2647
		SP:Iteration 1F (82842.650000 sec): 3 clusters
  Score: Raw -643068.985571 + Penalty 2845.614700 = -640223.370871
  nChanged 625
		SP:Iteration 2F (82842.860000 sec): 3 clusters
  Score: Raw -643845.265591 + Penalty 2845.614700 = -640999.650890
  nChanged 728
		SP:Iteration 3F (82843.030000 sec): 3 clusters
  Score: Raw -645005.384331 + Penalty 2845.614700 = -642159.769631
  nChanged 733
		SP:Iteration 4F (82843.170000 sec): 3 clusters
  Score: Raw -646329.728538 + Penalty 2845.614700 = -643484.113838
  nChanged 567
		SP:Iteration 5F (82843.330000 sec): 3 clusters
  Score: Raw -647311.021409 + Penalty 2845.614700 = -644465.406709
  nChanged 324
		SP:Iteration 6F (82843.470000 sec): 3 clusters
  Score: Raw -647825.039696 + Penalty 2845.614700 = -644979.424996
  nChanged 197
		SP:Iteration 7Q (82843.710000 sec): 3 clusters
  Score: Raw -648125.573699 + Penalty 2845.614700 = -645279.958998
  nChanged 142
		SP:Iteration 8Q (82843.900000 sec): 3 clusters
  Score: Raw -648297.894166 + Penalty 2845.614700 = -645452.279465
  nChanged 79
		SP:Iteration 9Q (82844.090000 sec): 3 clusters
  Score: Raw -648349.733303 + Penalty 2845.614700 = -645504.118603
  nChanged 38
		SP:Iteration 10Q (82844.250000 sec): 3 clusters
  Score: Raw -648362.335123 + Penalty 2845.614700 = -645516.720423
  nChanged 19
		SP:Iteration 11Q (82844.400000 sec): 3 clusters
  Score: Raw -648366.590250 + Penalty 2845.614700 = -645520.975550
  nChanged 9
		SP:Iteration 12Q (82844.580000 sec): 3 clusters
  Score: Raw -648368.424587 + Penalty 2845.614700 = -645522.809887
  nChanged 10
		SP:Iteration 13Q (82844.780000 sec): 3 clusters
  Score: Raw -648370.360592 + Penalty 2845.614700 = -645524.745891
  nChanged 5
		SP:Iteration 14Q (82844.990000 sec): 3 clusters
  Score: Raw -648371.163760 + Penalty 2845.614700 = -645525.549060
  nChanged 5
		SP:Iteration 15Q (82845.150000 sec): 3 clusters
  Score: Raw -648372.483584 + Penalty 2845.614700 = -645526.868884
  nChanged 1
		SP:Iteration 16Q (82845.380000 sec): 3 clusters
  Score: Raw -648373.000811 + Penalty 2845.614700 = -645527.386111
  nChanged 2
		SP:Iteration 17Q (82845.580000 sec): 3 clusters
  Score: Raw -648373.405617 + Penalty 2845.614700 = -645527.790916
  nChanged 2
		SP:Iteration 18Q (82845.770000 sec): 3 clusters
  Score: Raw -648373.705865 + Penalty 2845.614700 = -645528.091165
  nChanged 1
		SP:Iteration 19Q (82845.940000 sec): 3 clusters
  Score: Raw -648373.830313 + Penalty 2845.614700 = -645528.215613
  nChanged 1
		SP:Iteration 20F (82846.170000 sec): 3 clusters
  Score: Raw -648374.020958 + Penalty 2845.614700 = -645528.406258
  nChanged 1
		SP:Iteration 21Q (82846.330000 sec): 3 clusters
  Score: Raw -648374.195453 + Penalty 2845.614700 = -645528.580752
  nChanged 0
		SP:Iteration 22F (82846.570000 sec): 3 clusters
  Score: Raw -648374.195453 + Penalty 2845.614700 = -645528.580752
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82846.650000 sec): 2 clusters
  Score: Raw -30350.370568 + Penalty 934.276360 = -29416.094208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82846.800000 sec): 3 clusters
  Score: Raw -30415.935963 + Penalty 1868.552720 = -28547.383242
  nChanged 62
		SP:Iteration 1F (82847.000000 sec): 3 clusters
  Score: Raw -30589.188169 + Penalty 1868.552720 = -28720.635448
  nChanged 24
		SP:Iteration 2F (82847.190000 sec): 3 clusters
  Score: Raw -30679.909730 + Penalty 1868.552720 = -28811.357009
  nChanged 18
		SP:Iteration 3F (82847.350000 sec): 3 clusters
  Score: Raw -30742.021562 + Penalty 1868.552720 = -28873.468841
  nChanged 10
		SP:Iteration 4Q (82847.500000 sec): 3 clusters
  Score: Raw -30790.105354 + Penalty 1868.552720 = -28921.552633
  nChanged 4
		SP:Iteration 5Q (82847.640000 sec): 3 clusters
  Score: Raw -30804.911416 + Penalty 1868.552720 = -28936.358695
  nChanged 0
		SP:Iteration 6F (82847.740000 sec): 3 clusters
  Score: Raw -30804.911416 + Penalty 1868.552720 = -28936.358695
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (28577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82848.000000 sec): 2 clusters
  Score: Raw -2920499.351453 + Penalty 1667.308090 = -2918832.043363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82848.290000 sec): 3 clusters
  Score: Raw -2902939.735382 + Penalty 3334.616180 = -2899605.119202
  nChanged 13056
		SP:Iteration 1F (82848.620000 sec): 3 clusters
  Score: Raw -2910309.355090 + Penalty 3334.616180 = -2906974.738910
  nChanged 1499
		SP:Iteration 2F (82848.940000 sec): 3 clusters
  Score: Raw -2910964.924703 + Penalty 3334.616180 = -2907630.308523
  nChanged 1500
		SP:Iteration 3F (82849.270000 sec): 3 clusters
  Score: Raw -2911701.639789 + Penalty 3334.616180 = -2908367.023608
  nChanged 1527
		SP:Iteration 4F (82849.610000 sec): 3 clusters
  Score: Raw -2912598.490579 + Penalty 3334.616180 = -2909263.874399
  nChanged 1536
		SP:Iteration 5F (82849.960000 sec): 3 clusters
  Score: Raw -2913555.257031 + Penalty 3334.616180 = -2910220.640851
  nChanged 1486
		SP:Iteration 6F (82850.290000 sec): 3 clusters
  Score: Raw -2914527.886425 + Penalty 3334.616180 = -2911193.270245
  nChanged 1407
		SP:Iteration 7Q (82850.570000 sec): 3 clusters
  Score: Raw -2915378.932955 + Penalty 3334.616180 = -2912044.316775
  nChanged 1188
		SP:Iteration 8Q (82850.940000 sec): 3 clusters
  Score: Raw -2916029.957555 + Penalty 3334.616180 = -2912695.341375
  nChanged 1023
		SP:Iteration 9Q (82851.240000 sec): 3 clusters
  Score: Raw -2916562.377393 + Penalty 3334.616180 = -2913227.761213
  nChanged 967
		SP:Iteration 10Q (82851.530000 sec): 3 clusters
  Score: Raw -2917047.479362 + Penalty 3334.616180 = -2913712.863182
  nChanged 931
		SP:Iteration 11Q (82851.810000 sec): 3 clusters
  Score: Raw -2917520.172558 + Penalty 3334.616180 = -2914185.556378
  nChanged 915
		SP:Iteration 12Q (82852.100000 sec): 3 clusters
  Score: Raw -2918016.638850 + Penalty 3334.616180 = -2914682.022669
  nChanged 890
		SP:Iteration 13Q (82852.410000 sec): 3 clusters
  Score: Raw -2918522.248368 + Penalty 3334.616180 = -2915187.632187
  nChanged 821
		SP:Iteration 14Q (82852.700000 sec): 3 clusters
  Score: Raw -2918986.957524 + Penalty 3334.616180 = -2915652.341344
  nChanged 726
		SP:Iteration 15Q (82852.970000 sec): 3 clusters
  Score: Raw -2919396.463064 + Penalty 3334.616180 = -2916061.846884
  nChanged 594
		SP:Iteration 16Q (82853.270000 sec): 3 clusters
  Score: Raw -2919715.150776 + Penalty 3334.616180 = -2916380.534596
  nChanged 469
		SP:Iteration 17Q (82853.540000 sec): 3 clusters
  Score: Raw -2919970.737675 + Penalty 3334.616180 = -2916636.121495
  nChanged 375
		SP:Iteration 18Q (82853.820000 sec): 3 clusters
  Score: Raw -2920172.328918 + Penalty 3334.616180 = -2916837.712737
  nChanged 275
		SP:Iteration 19Q (82854.090000 sec): 3 clusters
  Score: Raw -2920326.434232 + Penalty 3334.616180 = -2916991.818052
  nChanged 186
		SP:Iteration 20F (82854.410000 sec): 3 clusters
  Score: Raw -2920420.928015 + Penalty 3334.616180 = -2917086.311835
  nChanged 146
		SP:Iteration 21Q (82854.710000 sec): 3 clusters
  Score: Raw -2920494.233614 + Penalty 3334.616180 = -2917159.617434
  nChanged 125
		SP:Iteration 22Q (82855.000000 sec): 3 clusters
  Score: Raw -2920553.611506 + Penalty 3334.616180 = -2917218.995326
  nChanged 85
		SP:Iteration 23Q (82855.280000 sec): 3 clusters
  Score: Raw -2920594.211496 + Penalty 3334.616180 = -2917259.595315
  nChanged 70
		SP:Iteration 24Q (82855.600000 sec): 3 clusters
  Score: Raw -2920626.539996 + Penalty 3334.616180 = -2917291.923816
  nChanged 61
		SP:Iteration 25Q (82855.860000 sec): 3 clusters
  Score: Raw -2920657.170558 + Penalty 3334.616180 = -2917322.554377
  nChanged 43
		SP:Iteration 26Q (82856.160000 sec): 3 clusters
  Score: Raw -2920676.995734 + Penalty 3334.616180 = -2917342.379554
  nChanged 36
		SP:Iteration 27Q (82856.420000 sec): 3 clusters
  Score: Raw -2920693.684094 + Penalty 3334.616180 = -2917359.067914
  nChanged 24
		SP:Iteration 28Q (82856.700000 sec): 3 clusters
  Score: Raw -2920701.232007 + Penalty 3334.616180 = -2917366.615827
  nChanged 11
		SP:Iteration 29Q (82857.000000 sec): 3 clusters
  Score: Raw -2920705.588704 + Penalty 3334.616180 = -2917370.972524
  nChanged 8
		SP:Iteration 30Q (82857.280000 sec): 3 clusters
  Score: Raw -2920708.609894 + Penalty 3334.616180 = -2917373.993713
  nChanged 9
		SP:Iteration 31Q (82857.520000 sec): 3 clusters
  Score: Raw -2920712.620589 + Penalty 3334.616180 = -2917378.004409
  nChanged 7
		SP:Iteration 32Q (82857.790000 sec): 3 clusters
  Score: Raw -2920715.172136 + Penalty 3334.616180 = -2917380.555956
  nChanged 6
		SP:Iteration 33Q (82858.090000 sec): 3 clusters
  Score: Raw -2920718.508789 + Penalty 3334.616180 = -2917383.892609
  nChanged 7
		SP:Iteration 34Q (82858.310000 sec): 3 clusters
  Score: Raw -2920721.175565 + Penalty 3334.616180 = -2917386.559385
  nChanged 5
		SP:Iteration 35Q (82858.650000 sec): 3 clusters
  Score: Raw -2920723.570904 + Penalty 3334.616180 = -2917388.954724
  nChanged 4
		SP:Iteration 36Q (82858.920000 sec): 3 clusters
  Score: Raw -2920725.986656 + Penalty 3334.616180 = -2917391.370476
  nChanged 6
		SP:Iteration 37Q (82859.200000 sec): 3 clusters
  Score: Raw -2920728.758501 + Penalty 3334.616180 = -2917394.142321
  nChanged 7
		SP:Iteration 38Q (82859.500000 sec): 3 clusters
  Score: Raw -2920731.558341 + Penalty 3334.616180 = -2917396.942160
  nChanged 11
		SP:Iteration 39Q (82859.820000 sec): 3 clusters
  Score: Raw -2920736.627665 + Penalty 3334.616180 = -2917402.011484
  nChanged 8
		SP:Iteration 40F (82860.100000 sec): 3 clusters
  Score: Raw -2920739.238385 + Penalty 3334.616180 = -2917404.622205
  nChanged 6
		SP:Iteration 41Q (82860.390000 sec): 3 clusters
  Score: Raw -2920741.068546 + Penalty 3334.616180 = -2917406.452366
  nChanged 3
		SP:Iteration 42Q (82860.690000 sec): 3 clusters
  Score: Raw -2920742.469832 + Penalty 3334.616180 = -2917407.853652
  nChanged 4
		SP:Iteration 43Q (82860.980000 sec): 3 clusters
  Score: Raw -2920744.325514 + Penalty 3334.616180 = -2917409.709334
  nChanged 6
		SP:Iteration 44Q (82861.310000 sec): 3 clusters
  Score: Raw -2920746.862019 + Penalty 3334.616180 = -2917412.245839
  nChanged 6
		SP:Iteration 45Q (82861.600000 sec): 3 clusters
  Score: Raw -2920749.216425 + Penalty 3334.616180 = -2917414.600245
  nChanged 3
		SP:Iteration 46Q (82861.910000 sec): 3 clusters
  Score: Raw -2920750.264140 + Penalty 3334.616180 = -2917415.647959
  nChanged 3
		SP:Iteration 47Q (82862.200000 sec): 3 clusters
  Score: Raw -2920751.761868 + Penalty 3334.616180 = -2917417.145688
  nChanged 4
		SP:Iteration 48Q (82862.450000 sec): 3 clusters
  Score: Raw -2920754.170131 + Penalty 3334.616180 = -2917419.553951
  nChanged 5
		SP:Iteration 49Q (82862.710000 sec): 3 clusters
  Score: Raw -2920755.697932 + Penalty 3334.616180 = -2917421.081752
  nChanged 2
		SP:Iteration 50Q (82863.010000 sec): 3 clusters
  Score: Raw -2920756.215973 + Penalty 3334.616180 = -2917421.599793
  nChanged 1
		SP:Iteration 51Q (82863.290000 sec): 3 clusters
  Score: Raw -2920757.287890 + Penalty 3334.616180 = -2917422.671710
  nChanged 6
		SP:Iteration 52Q (82863.600000 sec): 3 clusters
  Score: Raw -2920759.964749 + Penalty 3334.616180 = -2917425.348569
  nChanged 7
		SP:Iteration 53Q (82863.890000 sec): 3 clusters
  Score: Raw -2920763.059776 + Penalty 3334.616180 = -2917428.443596
  nChanged 7
		SP:Iteration 54Q (82864.140000 sec): 3 clusters
  Score: Raw -2920765.452986 + Penalty 3334.616180 = -2917430.836806
  nChanged 3
		SP:Iteration 55Q (82864.470000 sec): 3 clusters
  Score: Raw -2920766.554522 + Penalty 3334.616180 = -2917431.938342
  nChanged 1
		SP:Iteration 56Q (82864.750000 sec): 3 clusters
  Score: Raw -2920767.095999 + Penalty 3334.616180 = -2917432.479819
  nChanged 0
		SP:Iteration 57F (82865.090000 sec): 3 clusters
  Score: Raw -2920767.095999 + Penalty 3334.616180 = -2917432.479819
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (7242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82865.230000 sec): 2 clusters
  Score: Raw -783926.512851 + Penalty 1444.243562 = -782482.269289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82865.400000 sec): 3 clusters
  Score: Raw -779955.919678 + Penalty 2888.487124 = -777067.432554
  nChanged 3085
		SP:Iteration 1F (82865.630000 sec): 3 clusters
  Score: Raw -781810.954552 + Penalty 2888.487124 = -778922.467428
  nChanged 609
		SP:Iteration 2F (82865.830000 sec): 3 clusters
  Score: Raw -782329.599557 + Penalty 2888.487124 = -779441.112433
  nChanged 622
		SP:Iteration 3F (82866.040000 sec): 3 clusters
  Score: Raw -783022.766767 + Penalty 2888.487124 = -780134.279642
  nChanged 641
		SP:Iteration 4F (82866.240000 sec): 3 clusters
  Score: Raw -783901.344709 + Penalty 2888.487124 = -781012.857585
  nChanged 561
		SP:Iteration 5F (82866.450000 sec): 3 clusters
  Score: Raw -784639.942844 + Penalty 2888.487124 = -781751.455720
  nChanged 392
		SP:Iteration 6F (82866.670000 sec): 3 clusters
  Score: Raw -785092.912605 + Penalty 2888.487124 = -782204.425481
  nChanged 208
		SP:Iteration 7Q (82866.870000 sec): 3 clusters
  Score: Raw -785356.219891 + Penalty 2888.487124 = -782467.732767
  nChanged 129
		SP:Iteration 8Q (82867.070000 sec): 3 clusters
  Score: Raw -785519.001962 + Penalty 2888.487124 = -782630.514838
  nChanged 86
		SP:Iteration 9Q (82867.240000 sec): 3 clusters
  Score: Raw -785624.261747 + Penalty 2888.487124 = -782735.774622
  nChanged 68
		SP:Iteration 10Q (82867.420000 sec): 3 clusters
  Score: Raw -785706.543659 + Penalty 2888.487124 = -782818.056535
  nChanged 58
		SP:Iteration 11Q (82867.610000 sec): 3 clusters
  Score: Raw -785781.531304 + Penalty 2888.487124 = -782893.044179
  nChanged 39
		SP:Iteration 12Q (82867.840000 sec): 3 clusters
  Score: Raw -785835.821205 + Penalty 2888.487124 = -782947.334081
  nChanged 32
		SP:Iteration 13Q (82868.020000 sec): 3 clusters
  Score: Raw -785868.824939 + Penalty 2888.487124 = -782980.337814
  nChanged 22
		SP:Iteration 14Q (82868.210000 sec): 3 clusters
  Score: Raw -785889.049388 + Penalty 2888.487124 = -783000.562264
  nChanged 11
		SP:Iteration 15Q (82868.400000 sec): 3 clusters
  Score: Raw -785895.300811 + Penalty 2888.487124 = -783006.813687
  nChanged 8
		SP:Iteration 16Q (82868.650000 sec): 3 clusters
  Score: Raw -785899.270094 + Penalty 2888.487124 = -783010.782969
  nChanged 6
		SP:Iteration 17Q (82868.840000 sec): 3 clusters
  Score: Raw -785903.712585 + Penalty 2888.487124 = -783015.225461
  nChanged 4
		SP:Iteration 18Q (82869.020000 sec): 3 clusters
  Score: Raw -785907.088209 + Penalty 2888.487124 = -783018.601084
  nChanged 3
		SP:Iteration 19Q (82869.230000 sec): 3 clusters
  Score: Raw -785908.244549 + Penalty 2888.487124 = -783019.757425
  nChanged 1
		SP:Iteration 20F (82869.430000 sec): 3 clusters
  Score: Raw -785908.948574 + Penalty 2888.487124 = -783020.461449
  nChanged 1
		SP:Iteration 21Q (82869.660000 sec): 3 clusters
  Score: Raw -785909.043119 + Penalty 2888.487124 = -783020.555995
  nChanged 0
		SP:Iteration 22F (82869.880000 sec): 3 clusters
  Score: Raw -785909.043119 + Penalty 2888.487124 = -783020.555995
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (5108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82870.000000 sec): 2 clusters
  Score: Raw -501986.964566 + Penalty 1387.516523 = -500599.448044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82870.200000 sec): 3 clusters
  Score: Raw -499351.624914 + Penalty 2775.033046 = -496576.591869
  nChanged 2063
		SP:Iteration 1F (82870.360000 sec): 3 clusters
  Score: Raw -500699.747088 + Penalty 2775.033046 = -497924.714043
  nChanged 476
		SP:Iteration 2F (82870.560000 sec): 3 clusters
  Score: Raw -501088.435051 + Penalty 2775.033046 = -498313.402005
  nChanged 416
		SP:Iteration 3F (82870.730000 sec): 3 clusters
  Score: Raw -501422.759692 + Penalty 2775.033046 = -498647.726646
  nChanged 328
		SP:Iteration 4F (82870.910000 sec): 3 clusters
  Score: Raw -501721.389029 + Penalty 2775.033046 = -498946.355983
  nChanged 299
		SP:Iteration 5F (82871.080000 sec): 3 clusters
  Score: Raw -501970.292068 + Penalty 2775.033046 = -499195.259023
  nChanged 239
		SP:Iteration 6Q (82871.280000 sec): 3 clusters
  Score: Raw -502142.844761 + Penalty 2775.033046 = -499367.811715
  nChanged 185
		SP:Iteration 7Q (82871.500000 sec): 3 clusters
  Score: Raw -502286.002195 + Penalty 2775.033046 = -499510.969150
  nChanged 151
		SP:Iteration 8Q (82871.660000 sec): 3 clusters
  Score: Raw -502385.343026 + Penalty 2775.033046 = -499610.309980
  nChanged 128
		SP:Iteration 9Q (82871.870000 sec): 3 clusters
  Score: Raw -502464.563315 + Penalty 2775.033046 = -499689.530269
  nChanged 121
		SP:Iteration 10Q (82872.040000 sec): 3 clusters
  Score: Raw -502544.296553 + Penalty 2775.033046 = -499769.263507
  nChanged 127
		SP:Iteration 11Q (82872.240000 sec): 3 clusters
  Score: Raw -502631.466578 + Penalty 2775.033046 = -499856.433532
  nChanged 120
		SP:Iteration 12Q (82872.430000 sec): 3 clusters
  Score: Raw -502710.698975 + Penalty 2775.033046 = -499935.665930
  nChanged 123
		SP:Iteration 13Q (82872.640000 sec): 3 clusters
  Score: Raw -502787.020206 + Penalty 2775.033046 = -500011.987160
  nChanged 105
		SP:Iteration 14Q (82872.820000 sec): 3 clusters
  Score: Raw -502849.060359 + Penalty 2775.033046 = -500074.027313
  nChanged 89
		SP:Iteration 15Q (82873.010000 sec): 3 clusters
  Score: Raw -502909.188510 + Penalty 2775.033046 = -500134.155464
  nChanged 92
		SP:Iteration 16Q (82873.240000 sec): 3 clusters
  Score: Raw -502973.887743 + Penalty 2775.033046 = -500198.854697
  nChanged 74
		SP:Iteration 17Q (82873.400000 sec): 3 clusters
  Score: Raw -503021.043899 + Penalty 2775.033046 = -500246.010854
  nChanged 74
		SP:Iteration 18Q (82873.600000 sec): 3 clusters
  Score: Raw -503058.816517 + Penalty 2775.033046 = -500283.783471
  nChanged 54
		SP:Iteration 19Q (82873.790000 sec): 3 clusters
  Score: Raw -503087.890196 + Penalty 2775.033046 = -500312.857151
  nChanged 60
		SP:Iteration 20F (82874.000000 sec): 3 clusters
  Score: Raw -503119.518361 + Penalty 2775.033046 = -500344.485316
  nChanged 54
		SP:Iteration 21Q (82874.220000 sec): 3 clusters
  Score: Raw -503145.065358 + Penalty 2775.033046 = -500370.032312
  nChanged 43
		SP:Iteration 22Q (82874.400000 sec): 3 clusters
  Score: Raw -503166.788011 + Penalty 2775.033046 = -500391.754965
  nChanged 37
		SP:Iteration 23Q (82874.580000 sec): 3 clusters
  Score: Raw -503181.606569 + Penalty 2775.033046 = -500406.573523
  nChanged 30
		SP:Iteration 24Q (82874.790000 sec): 3 clusters
  Score: Raw -503190.369954 + Penalty 2775.033046 = -500415.336908
  nChanged 25
		SP:Iteration 25Q (82875.020000 sec): 3 clusters
  Score: Raw -503197.195416 + Penalty 2775.033046 = -500422.162370
  nChanged 24
		SP:Iteration 26Q (82875.200000 sec): 3 clusters
  Score: Raw -503203.584227 + Penalty 2775.033046 = -500428.551181
  nChanged 23
		SP:Iteration 27Q (82875.330000 sec): 3 clusters
  Score: Raw -503209.567787 + Penalty 2775.033046 = -500434.534742
  nChanged 23
		SP:Iteration 28Q (82875.470000 sec): 3 clusters
  Score: Raw -503215.894866 + Penalty 2775.033046 = -500440.861820
  nChanged 17
		SP:Iteration 29Q (82875.610000 sec): 3 clusters
  Score: Raw -503220.904345 + Penalty 2775.033046 = -500445.871299
  nChanged 22
		SP:Iteration 30Q (82875.820000 sec): 3 clusters
  Score: Raw -503226.959048 + Penalty 2775.033046 = -500451.926003
  nChanged 13
		SP:Iteration 31Q (82876.060000 sec): 3 clusters
  Score: Raw -503229.983826 + Penalty 2775.033046 = -500454.950780
  nChanged 11
		SP:Iteration 32Q (82876.290000 sec): 3 clusters
  Score: Raw -503231.983778 + Penalty 2775.033046 = -500456.950732
  nChanged 12
		SP:Iteration 33Q (82876.510000 sec): 3 clusters
  Score: Raw -503234.171427 + Penalty 2775.033046 = -500459.138382
  nChanged 11
		SP:Iteration 34Q (82876.670000 sec): 3 clusters
  Score: Raw -503235.810572 + Penalty 2775.033046 = -500460.777526
  nChanged 7
		SP:Iteration 35Q (82876.820000 sec): 3 clusters
  Score: Raw -503236.994004 + Penalty 2775.033046 = -500461.960958
  nChanged 10
		SP:Iteration 36Q (82876.940000 sec): 3 clusters
  Score: Raw -503239.831859 + Penalty 2775.033046 = -500464.798813
  nChanged 7
		SP:Iteration 37Q (82877.080000 sec): 3 clusters
  Score: Raw -503241.279013 + Penalty 2775.033046 = -500466.245968
  nChanged 5
		SP:Iteration 38Q (82877.200000 sec): 3 clusters
  Score: Raw -503242.006242 + Penalty 2775.033046 = -500466.973196
  nChanged 4
		SP:Iteration 39Q (82877.310000 sec): 3 clusters
  Score: Raw -503243.869662 + Penalty 2775.033046 = -500468.836617
  nChanged 5
		SP:Iteration 40F (82877.420000 sec): 3 clusters
  Score: Raw -503244.863555 + Penalty 2775.033046 = -500469.830509
  nChanged 4
		SP:Iteration 41Q (82877.530000 sec): 3 clusters
  Score: Raw -503245.385572 + Penalty 2775.033046 = -500470.352526
  nChanged 8
		SP:Iteration 42Q (82877.640000 sec): 3 clusters
  Score: Raw -503247.448643 + Penalty 2775.033046 = -500472.415598
  nChanged 7
		SP:Iteration 43Q (82877.780000 sec): 3 clusters
  Score: Raw -503248.904116 + Penalty 2775.033046 = -500473.871070
  nChanged 9
		SP:Iteration 44Q (82877.960000 sec): 3 clusters
  Score: Raw -503251.096455 + Penalty 2775.033046 = -500476.063409
  nChanged 7
		SP:Iteration 45Q (82878.150000 sec): 3 clusters
  Score: Raw -503252.584731 + Penalty 2775.033046 = -500477.551685
  nChanged 7
		SP:Iteration 46Q (82878.360000 sec): 3 clusters
  Score: Raw -503254.615565 + Penalty 2775.033046 = -500479.582519
  nChanged 8
		SP:Iteration 47Q (82878.560000 sec): 3 clusters
  Score: Raw -503256.900258 + Penalty 2775.033046 = -500481.867212
  nChanged 7
		SP:Iteration 48Q (82878.740000 sec): 3 clusters
  Score: Raw -503258.144457 + Penalty 2775.033046 = -500483.111411
  nChanged 4
		SP:Iteration 49Q (82878.930000 sec): 3 clusters
  Score: Raw -503258.681231 + Penalty 2775.033046 = -500483.648186
  nChanged 3
		SP:Iteration 50Q (82879.120000 sec): 3 clusters
  Score: Raw -503259.032366 + Penalty 2775.033046 = -500483.999320
  nChanged 4
		SP:Iteration 51Q (82879.290000 sec): 3 clusters
  Score: Raw -503259.864858 + Penalty 2775.033046 = -500484.831812
  nChanged 4
		SP:Iteration 52Q (82879.470000 sec): 3 clusters
  Score: Raw -503260.648092 + Penalty 2775.033046 = -500485.615047
  nChanged 6
		SP:Iteration 53Q (82879.700000 sec): 3 clusters
  Score: Raw -503262.022252 + Penalty 2775.033046 = -500486.989206
  nChanged 7
		SP:Iteration 54Q (82879.920000 sec): 3 clusters
  Score: Raw -503264.997226 + Penalty 2775.033046 = -500489.964180
  nChanged 11
		SP:Iteration 55Q (82880.030000 sec): 3 clusters
  Score: Raw -503267.428907 + Penalty 2775.033046 = -500492.395861
  nChanged 9
		SP:Iteration 56Q (82880.200000 sec): 3 clusters
  Score: Raw -503269.944798 + Penalty 2775.033046 = -500494.911752
  nChanged 15
		SP:Iteration 57Q (82880.370000 sec): 3 clusters
  Score: Raw -503273.699897 + Penalty 2775.033046 = -500498.666851
  nChanged 6
		SP:Iteration 58Q (82880.530000 sec): 3 clusters
  Score: Raw -503275.327972 + Penalty 2775.033046 = -500500.294927
  nChanged 5
		SP:Iteration 59Q (82880.740000 sec): 3 clusters
  Score: Raw -503276.387922 + Penalty 2775.033046 = -500501.354876
  nChanged 4
		SP:Iteration 60F (82880.890000 sec): 3 clusters
  Score: Raw -503277.185780 + Penalty 2775.033046 = -500502.152734
  nChanged 4
		SP:Iteration 61Q (82881.120000 sec): 3 clusters
  Score: Raw -503277.940908 + Penalty 2775.033046 = -500502.907862
  nChanged 0
		SP:Iteration 62F (82881.280000 sec): 3 clusters
  Score: Raw -503277.940908 + Penalty 2775.033046 = -500502.907862
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82881.400000 sec): 2 clusters
  Score: Raw -797572.645729 + Penalty 1450.299890 = -796122.345838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82881.550000 sec): 3 clusters
  Score: Raw -793472.495198 + Penalty 2900.599780 = -790571.895418
  nChanged 3216
		SP:Iteration 1F (82881.770000 sec): 3 clusters
  Score: Raw -795265.528178 + Penalty 2900.599780 = -792364.928398
  nChanged 593
		SP:Iteration 2F (82881.950000 sec): 3 clusters
  Score: Raw -795744.682832 + Penalty 2900.599780 = -792844.083052
  nChanged 587
		SP:Iteration 3F (82882.200000 sec): 3 clusters
  Score: Raw -796279.311378 + Penalty 2900.599780 = -793378.711598
  nChanged 617
		SP:Iteration 4F (82882.470000 sec): 3 clusters
  Score: Raw -796842.237799 + Penalty 2900.599780 = -793941.638019
  nChanged 515
		SP:Iteration 5F (82882.760000 sec): 3 clusters
  Score: Raw -797242.611968 + Penalty 2900.599780 = -794342.012188
  nChanged 363
		SP:Iteration 6Q (82882.980000 sec): 3 clusters
  Score: Raw -797440.680105 + Penalty 2900.599780 = -794540.080325
  nChanged 242
		SP:Iteration 7Q (82883.220000 sec): 3 clusters
  Score: Raw -797526.702075 + Penalty 2900.599780 = -794626.102294
  nChanged 130
		SP:Iteration 8Q (82883.390000 sec): 3 clusters
  Score: Raw -797562.164476 + Penalty 2900.599780 = -794661.564695
  nChanged 99
		SP:Iteration 9Q (82883.580000 sec): 3 clusters
  Score: Raw -797590.619711 + Penalty 2900.599780 = -794690.019931
  nChanged 76
		SP:Iteration 10Q (82883.760000 sec): 3 clusters
  Score: Raw -797608.168680 + Penalty 2900.599780 = -794707.568899
  nChanged 62
		SP:Iteration 11Q (82883.950000 sec): 3 clusters
  Score: Raw -797621.032347 + Penalty 2900.599780 = -794720.432566
  nChanged 47
		SP:Iteration 12Q (82884.140000 sec): 3 clusters
  Score: Raw -797630.999834 + Penalty 2900.599780 = -794730.400053
  nChanged 45
		SP:Iteration 13Q (82884.310000 sec): 3 clusters
  Score: Raw -797638.335563 + Penalty 2900.599780 = -794737.735783
  nChanged 22
		SP:Iteration 14Q (82884.520000 sec): 3 clusters
  Score: Raw -797641.702462 + Penalty 2900.599780 = -794741.102681
  nChanged 13
		SP:Iteration 15Q (82884.690000 sec): 3 clusters
  Score: Raw -797643.206381 + Penalty 2900.599780 = -794742.606601
  nChanged 12
		SP:Iteration 16Q (82884.900000 sec): 3 clusters
  Score: Raw -797644.836331 + Penalty 2900.599780 = -794744.236550
  nChanged 8
		SP:Iteration 17Q (82885.090000 sec): 3 clusters
  Score: Raw -797646.007678 + Penalty 2900.599780 = -794745.407898
  nChanged 6
		SP:Iteration 18Q (82885.270000 sec): 3 clusters
  Score: Raw -797646.682088 + Penalty 2900.599780 = -794746.082308
  nChanged 7
		SP:Iteration 19Q (82885.500000 sec): 3 clusters
  Score: Raw -797647.674140 + Penalty 2900.599780 = -794747.074359
  nChanged 6
		SP:Iteration 20F (82885.670000 sec): 3 clusters
  Score: Raw -797648.679496 + Penalty 2900.599780 = -794748.079716
  nChanged 3
		SP:Iteration 21Q (82885.900000 sec): 3 clusters
  Score: Raw -797649.230085 + Penalty 2900.599780 = -794748.630305
  nChanged 6
		SP:Iteration 22Q (82886.060000 sec): 3 clusters
  Score: Raw -797650.184048 + Penalty 2900.599780 = -794749.584268
  nChanged 7
		SP:Iteration 23Q (82886.280000 sec): 3 clusters
  Score: Raw -797650.929107 + Penalty 2900.599780 = -794750.329327
  nChanged 4
		SP:Iteration 24Q (82886.460000 sec): 3 clusters
  Score: Raw -797651.659097 + Penalty 2900.599780 = -794751.059317
  nChanged 3
		SP:Iteration 25Q (82886.600000 sec): 3 clusters
  Score: Raw -797651.967834 + Penalty 2900.599780 = -794751.368054
  nChanged 3
		SP:Iteration 26Q (82886.770000 sec): 3 clusters
  Score: Raw -797652.340217 + Penalty 2900.599780 = -794751.740436
  nChanged 3
		SP:Iteration 27Q (82886.920000 sec): 3 clusters
  Score: Raw -797652.861728 + Penalty 2900.599780 = -794752.261947
  nChanged 4
		SP:Iteration 28Q (82887.080000 sec): 3 clusters
  Score: Raw -797653.469865 + Penalty 2900.599780 = -794752.870085
  nChanged 6
		SP:Iteration 29Q (82887.250000 sec): 3 clusters
  Score: Raw -797654.340111 + Penalty 2900.599780 = -794753.740330
  nChanged 7
		SP:Iteration 30Q (82887.400000 sec): 3 clusters
  Score: Raw -797655.184327 + Penalty 2900.599780 = -794754.584547
  nChanged 3
		SP:Iteration 31Q (82887.540000 sec): 3 clusters
  Score: Raw -797655.588882 + Penalty 2900.599780 = -794754.989102
  nChanged 3
		SP:Iteration 32Q (82887.710000 sec): 3 clusters
  Score: Raw -797655.982406 + Penalty 2900.599780 = -794755.382625
  nChanged 4
		SP:Iteration 33Q (82887.880000 sec): 3 clusters
  Score: Raw -797656.561404 + Penalty 2900.599780 = -794755.961623
  nChanged 5
		SP:Iteration 34Q (82888.060000 sec): 3 clusters
  Score: Raw -797657.234357 + Penalty 2900.599780 = -794756.634576
  nChanged 5
		SP:Iteration 35Q (82888.260000 sec): 3 clusters
  Score: Raw -797657.865661 + Penalty 2900.599780 = -794757.265881
  nChanged 2
		SP:Iteration 36Q (82888.430000 sec): 3 clusters
  Score: Raw -797658.124957 + Penalty 2900.599780 = -794757.525176
  nChanged 1
		SP:Iteration 37Q (82888.660000 sec): 3 clusters
  Score: Raw -797658.247770 + Penalty 2900.599780 = -794757.647990
  nChanged 0
		SP:Iteration 38F (82888.890000 sec): 3 clusters
  Score: Raw -797658.247770 + Penalty 2900.599780 = -794757.647990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82888.960000 sec): 2 clusters
  Score: Raw -86084.262663 + Penalty 1096.673426 = -84987.589236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82889.120000 sec): 3 clusters
  Score: Raw -85844.935966 + Penalty 2193.346853 = -83651.589113
  nChanged 244
		SP:Iteration 1F (82889.280000 sec): 3 clusters
  Score: Raw -86081.763287 + Penalty 2193.346853 = -83888.416434
  nChanged 71
		SP:Iteration 2F (82889.490000 sec): 3 clusters
  Score: Raw -86149.703007 + Penalty 2193.346853 = -83956.356155
  nChanged 23
		SP:Iteration 3Q (82889.650000 sec): 3 clusters
  Score: Raw -86179.437135 + Penalty 2193.346853 = -83986.090282
  nChanged 15
		SP:Iteration 4Q (82889.870000 sec): 3 clusters
  Score: Raw -86192.701461 + Penalty 2193.346853 = -83999.354608
  nChanged 13
		SP:Iteration 5Q (82890.000000 sec): 3 clusters
  Score: Raw -86215.381961 + Penalty 2193.346853 = -84022.035108
  nChanged 12
		SP:Iteration 6Q (82890.200000 sec): 3 clusters
  Score: Raw -86232.101477 + Penalty 2193.346853 = -84038.754624
  nChanged 11
		SP:Iteration 7Q (82890.380000 sec): 3 clusters
  Score: Raw -86244.983684 + Penalty 2193.346853 = -84051.636831
  nChanged 7
		SP:Iteration 8Q (82890.560000 sec): 3 clusters
  Score: Raw -86251.606938 + Penalty 2193.346853 = -84058.260085
  nChanged 4
		SP:Iteration 9Q (82890.730000 sec): 3 clusters
  Score: Raw -86255.649408 + Penalty 2193.346853 = -84062.302555
  nChanged 8
		SP:Iteration 10Q (82890.890000 sec): 3 clusters
  Score: Raw -86262.555572 + Penalty 2193.346853 = -84069.208719
  nChanged 2
		SP:Iteration 11Q (82891.060000 sec): 3 clusters
  Score: Raw -86264.320098 + Penalty 2193.346853 = -84070.973245
  nChanged 3
		SP:Iteration 12Q (82891.240000 sec): 3 clusters
  Score: Raw -86267.929551 + Penalty 2193.346853 = -84074.582698
  nChanged 4
		SP:Iteration 13Q (82891.420000 sec): 3 clusters
  Score: Raw -86269.857653 + Penalty 2193.346853 = -84076.510800
  nChanged 2
		SP:Iteration 14Q (82891.580000 sec): 3 clusters
  Score: Raw -86272.020214 + Penalty 2193.346853 = -84078.673361
  nChanged 2
		SP:Iteration 15Q (82891.760000 sec): 3 clusters
  Score: Raw -86274.443242 + Penalty 2193.346853 = -84081.096389
  nChanged 2
		SP:Iteration 16Q (82891.900000 sec): 3 clusters
  Score: Raw -86275.663333 + Penalty 2193.346853 = -84082.316480
  nChanged 1
		SP:Iteration 17Q (82892.060000 sec): 3 clusters
  Score: Raw -86276.671708 + Penalty 2193.346853 = -84083.324855
  nChanged 1
		SP:Iteration 18Q (82892.240000 sec): 3 clusters
  Score: Raw -86277.565011 + Penalty 2193.346853 = -84084.218158
  nChanged 1
		SP:Iteration 19Q (82892.400000 sec): 3 clusters
  Score: Raw -86278.504180 + Penalty 2193.346853 = -84085.157327
  nChanged 3
		SP:Iteration 20F (82892.600000 sec): 3 clusters
  Score: Raw -86281.917066 + Penalty 2193.346853 = -84088.570213
  nChanged 4
		SP:Iteration 21Q (82892.730000 sec): 3 clusters
  Score: Raw -86285.531126 + Penalty 2193.346853 = -84092.184273
  nChanged 3
		SP:Iteration 22Q (82892.930000 sec): 3 clusters
  Score: Raw -86289.588867 + Penalty 2193.346853 = -84096.242014
  nChanged 1
		SP:Iteration 23Q (82893.110000 sec): 3 clusters
  Score: Raw -86290.321576 + Penalty 2193.346853 = -84096.974723
  nChanged 1
		SP:Iteration 24Q (82893.210000 sec): 3 clusters
  Score: Raw -86290.896252 + Penalty 2193.346853 = -84097.549399
  nChanged 1
		SP:Iteration 25Q (82893.380000 sec): 3 clusters
  Score: Raw -86291.517040 + Penalty 2193.346853 = -84098.170187
  nChanged 0
		SP:Iteration 26F (82893.560000 sec): 3 clusters
  Score: Raw -86291.517040 + Penalty 2193.346853 = -84098.170187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (17898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82893.710000 sec): 2 clusters
  Score: Raw -1840367.756668 + Penalty 1591.272191 = -1838776.484477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82893.980000 sec): 3 clusters
  Score: Raw -1829811.230709 + Penalty 3182.544382 = -1826628.686327
  nChanged 7991
		SP:Iteration 1F (82894.250000 sec): 3 clusters
  Score: Raw -1834184.441542 + Penalty 3182.544382 = -1831001.897160
  nChanged 1014
		SP:Iteration 2F (82894.480000 sec): 3 clusters
  Score: Raw -1834602.553874 + Penalty 3182.544382 = -1831420.009491
  nChanged 959
		SP:Iteration 3F (82894.740000 sec): 3 clusters
  Score: Raw -1835034.657354 + Penalty 3182.544382 = -1831852.112971
  nChanged 968
		SP:Iteration 4F (82894.940000 sec): 3 clusters
  Score: Raw -1835541.714539 + Penalty 3182.544382 = -1832359.170156
  nChanged 1070
		SP:Iteration 5F (82895.220000 sec): 3 clusters
  Score: Raw -1836227.703050 + Penalty 3182.544382 = -1833045.158668
  nChanged 1210
		SP:Iteration 6F (82895.460000 sec): 3 clusters
  Score: Raw -1837052.572466 + Penalty 3182.544382 = -1833870.028083
  nChanged 1111
		SP:Iteration 7F (82895.740000 sec): 3 clusters
  Score: Raw -1837790.060494 + Penalty 3182.544382 = -1834607.516111
  nChanged 956
		SP:Iteration 8F (82895.960000 sec): 3 clusters
  Score: Raw -1838391.231485 + Penalty 3182.544382 = -1835208.687102
  nChanged 793
		SP:Iteration 9Q (82896.210000 sec): 3 clusters
  Score: Raw -1838843.763057 + Penalty 3182.544382 = -1835661.218674
  nChanged 608
		SP:Iteration 10Q (82896.480000 sec): 3 clusters
  Score: Raw -1839143.486013 + Penalty 3182.544382 = -1835960.941630
  nChanged 428
		SP:Iteration 11Q (82896.720000 sec): 3 clusters
  Score: Raw -1839335.726671 + Penalty 3182.544382 = -1836153.182288
  nChanged 326
		SP:Iteration 12Q (82896.930000 sec): 3 clusters
  Score: Raw -1839482.432483 + Penalty 3182.544382 = -1836299.888101
  nChanged 283
		SP:Iteration 13Q (82897.190000 sec): 3 clusters
  Score: Raw -1839609.010373 + Penalty 3182.544382 = -1836426.465990
  nChanged 252
		SP:Iteration 14Q (82897.430000 sec): 3 clusters
  Score: Raw -1839738.730890 + Penalty 3182.544382 = -1836556.186508
  nChanged 235
		SP:Iteration 15Q (82897.670000 sec): 3 clusters
  Score: Raw -1839870.948663 + Penalty 3182.544382 = -1836688.404280
  nChanged 224
		SP:Iteration 16Q (82897.930000 sec): 3 clusters
  Score: Raw -1840004.232664 + Penalty 3182.544382 = -1836821.688281
  nChanged 200
		SP:Iteration 17Q (82898.200000 sec): 3 clusters
  Score: Raw -1840123.421521 + Penalty 3182.544382 = -1836940.877139
  nChanged 168
		SP:Iteration 18Q (82898.420000 sec): 3 clusters
  Score: Raw -1840222.412920 + Penalty 3182.544382 = -1837039.868537
  nChanged 138
		SP:Iteration 19Q (82898.710000 sec): 3 clusters
  Score: Raw -1840292.708835 + Penalty 3182.544382 = -1837110.164453
  nChanged 105
		SP:Iteration 20F (82898.940000 sec): 3 clusters
  Score: Raw -1840353.662694 + Penalty 3182.544382 = -1837171.118312
  nChanged 88
		SP:Iteration 21Q (82899.150000 sec): 3 clusters
  Score: Raw -1840410.270729 + Penalty 3182.544382 = -1837227.726347
  nChanged 71
		SP:Iteration 22Q (82899.430000 sec): 3 clusters
  Score: Raw -1840451.085028 + Penalty 3182.544382 = -1837268.540645
  nChanged 61
		SP:Iteration 23Q (82899.620000 sec): 3 clusters
  Score: Raw -1840485.115253 + Penalty 3182.544382 = -1837302.570871
  nChanged 45
		SP:Iteration 24Q (82899.880000 sec): 3 clusters
  Score: Raw -1840514.513660 + Penalty 3182.544382 = -1837331.969278
  nChanged 33
		SP:Iteration 25Q (82900.090000 sec): 3 clusters
  Score: Raw -1840533.022747 + Penalty 3182.544382 = -1837350.478364
  nChanged 33
		SP:Iteration 26Q (82900.370000 sec): 3 clusters
  Score: Raw -1840554.167809 + Penalty 3182.544382 = -1837371.623427
  nChanged 20
		SP:Iteration 27Q (82900.600000 sec): 3 clusters
  Score: Raw -1840566.847153 + Penalty 3182.544382 = -1837384.302771
  nChanged 20
		SP:Iteration 28Q (82900.810000 sec): 3 clusters
  Score: Raw -1840576.621435 + Penalty 3182.544382 = -1837394.077052
  nChanged 13
		SP:Iteration 29Q (82901.060000 sec): 3 clusters
  Score: Raw -1840584.333996 + Penalty 3182.544382 = -1837401.789614
  nChanged 15
		SP:Iteration 30Q (82901.260000 sec): 3 clusters
  Score: Raw -1840594.862430 + Penalty 3182.544382 = -1837412.318048
  nChanged 18
		SP:Iteration 31Q (82901.520000 sec): 3 clusters
  Score: Raw -1840605.085473 + Penalty 3182.544382 = -1837422.541091
  nChanged 12
		SP:Iteration 32Q (82901.740000 sec): 3 clusters
  Score: Raw -1840611.573297 + Penalty 3182.544382 = -1837429.028914
  nChanged 1
		SP:Iteration 33Q (82901.970000 sec): 3 clusters
  Score: Raw -1840611.963443 + Penalty 3182.544382 = -1837429.419061
  nChanged 4
		SP:Iteration 34Q (82902.240000 sec): 3 clusters
  Score: Raw -1840614.997441 + Penalty 3182.544382 = -1837432.453059
  nChanged 9
		SP:Iteration 35Q (82902.480000 sec): 3 clusters
  Score: Raw -1840619.802006 + Penalty 3182.544382 = -1837437.257624
  nChanged 5
		SP:Iteration 36Q (82902.690000 sec): 3 clusters
  Score: Raw -1840622.579586 + Penalty 3182.544382 = -1837440.035203
  nChanged 3
		SP:Iteration 37Q (82902.930000 sec): 3 clusters
  Score: Raw -1840623.434203 + Penalty 3182.544382 = -1837440.889821
  nChanged 1
		SP:Iteration 38Q (82903.180000 sec): 3 clusters
  Score: Raw -1840623.876457 + Penalty 3182.544382 = -1837441.332075
  nChanged 0
		SP:Iteration 39F (82903.410000 sec): 3 clusters
  Score: Raw -1840623.876457 + Penalty 3182.544382 = -1837441.332075
  nChanged 0
Deleting Class 61 (196 points): Lose 1575.043452 but Gain 2295.579846
Iteration 99Q (82995.750000 sec): 63 clusters
  Score: Raw -138055419.038703 + Penalty 142325.950452 = -137913093.088250
  nChanged 5245
Iteration 100F (83153.060000 sec): 63 clusters
  Score: Raw -138059249.589563 + Penalty 142325.950452 = -137916923.639111
  nChanged 5306
Iteration 101Q (83225.890000 sec): 63 clusters
  Score: Raw -138061235.697789 + Penalty 142325.950452 = -137918909.747337
  nChanged 4039
Iteration 102Q (83302.570000 sec): 63 clusters
  Score: Raw -138062460.485124 + Penalty 142325.950452 = -137920134.534672
  nChanged 3404
Iteration 103Q (83375.220000 sec): 63 clusters
  Score: Raw -138063200.448487 + Penalty 142325.950452 = -137920874.498034
  nChanged 3114
Iteration 104Q (83445.490000 sec): 63 clusters
  Score: Raw -138063736.551413 + Penalty 142325.950452 = -137921410.600960
  nChanged 2854
Iteration 105Q (83519.540000 sec): 63 clusters
  Score: Raw -138064216.419762 + Penalty 142325.950452 = -137921890.469310
  nChanged 2681
Iteration 106Q (83590.170000 sec): 63 clusters
  Score: Raw -138064583.043464 + Penalty 142325.950452 = -137922257.093012
  nChanged 2574
Iteration 107Q (83665.250000 sec): 63 clusters
  Score: Raw -138064872.306299 + Penalty 142325.950452 = -137922546.355846
  nChanged 2349
Iteration 108Q (83737.880000 sec): 63 clusters
  Score: Raw -138065099.245716 + Penalty 142325.950452 = -137922773.295264
  nChanged 2187
Iteration 109Q (83806.840000 sec): 63 clusters
  Score: Raw -138065291.498981 + Penalty 142325.950452 = -137922965.548528
  nChanged 2019
Iteration 110Q (83875.230000 sec): 63 clusters
  Score: Raw -138065454.668596 + Penalty 142325.950452 = -137923128.718144
  nChanged 1862
Iteration 111Q (83939.290000 sec): 63 clusters
  Score: Raw -138065603.671566 + Penalty 142325.950452 = -137923277.721114
  nChanged 1705
Iteration 112Q (84003.960000 sec): 63 clusters
  Score: Raw -138065734.617870 + Penalty 142325.950452 = -137923408.667418
  nChanged 1619
Iteration 113Q (84063.890000 sec): 63 clusters
  Score: Raw -138065858.038245 + Penalty 142325.950452 = -137923532.087792
  nChanged 1599
Iteration 114Q (84127.090000 sec): 63 clusters
  Score: Raw -138065978.690648 + Penalty 142325.950452 = -137923652.740195
  nChanged 1580
Iteration 115Q (84194.800000 sec): 63 clusters
  Score: Raw -138066099.409448 + Penalty 142325.950452 = -137923773.458995
  nChanged 1578
Iteration 116Q (84286.710000 sec): 63 clusters
  Score: Raw -138066207.823682 + Penalty 142325.950452 = -137923881.873230
  nChanged 1457
Iteration 117Q (84377.750000 sec): 63 clusters
  Score: Raw -138066300.311148 + Penalty 142325.950452 = -137923974.360696
  nChanged 1434
Iteration 118Q (84476.220000 sec): 63 clusters
  Score: Raw -138066388.669862 + Penalty 142325.950452 = -137924062.719409
  nChanged 1381
Iteration 119Q (84585.450000 sec): 63 clusters
  Score: Raw -138066479.091813 + Penalty 142325.950452 = -137924153.141361
  nChanged 1268
Iteration 120F (84741.130000 sec): 63 clusters
  Score: Raw -138066602.904074 + Penalty 142325.950452 = -137924276.953622
  nChanged 1278
Iteration 121Q (84835.330000 sec): 63 clusters
  Score: Raw -138066717.679029 + Penalty 142325.950452 = -137924391.728576
  nChanged 1292
Iteration 122Q (84937.280000 sec): 63 clusters
  Score: Raw -138066821.157724 + Penalty 142325.950452 = -137924495.207271
  nChanged 1270
Iteration 123Q (85042.700000 sec): 63 clusters
  Score: Raw -138066931.685051 + Penalty 142325.950452 = -137924605.734599
  nChanged 1340
Iteration 124Q (85166.480000 sec): 63 clusters
  Score: Raw -138067040.131368 + Penalty 142325.950452 = -137924714.180916
  nChanged 1336
Iteration 125Q (85287.650000 sec): 63 clusters
  Score: Raw -138067135.559672 + Penalty 142325.950452 = -137924809.609220
  nChanged 1295
Iteration 126Q (85415.320000 sec): 63 clusters
  Score: Raw -138067216.317705 + Penalty 142325.950452 = -137924890.367252
  nChanged 1209
Iteration 127Q (85529.590000 sec): 63 clusters
  Score: Raw -138067293.608443 + Penalty 142325.950452 = -137924967.657991
  nChanged 1188
Iteration 128Q (85649.690000 sec): 63 clusters
  Score: Raw -138067369.329537 + Penalty 142325.950452 = -137925043.379085
  nChanged 1124
Iteration 129Q (85770.500000 sec): 63 clusters
  Score: Raw -138067440.246653 + Penalty 142325.950452 = -137925114.296201
  nChanged 1118
Iteration 130Q (85895.070000 sec): 63 clusters
  Score: Raw -138067510.851876 + Penalty 142325.950452 = -137925184.901424
  nChanged 1043
Iteration 131Q (86014.610000 sec): 63 clusters
  Score: Raw -138067579.881249 + Penalty 142325.950452 = -137925253.930796
  nChanged 1035
Iteration 132Q (86142.310000 sec): 63 clusters
  Score: Raw -138067649.108330 + Penalty 142325.950452 = -137925323.157878
  nChanged 951
Iteration 133Q (86239.230000 sec): 63 clusters
  Score: Raw -138067709.028320 + Penalty 142325.950452 = -137925383.077867
  nChanged 935
Iteration 134Q (86329.500000 sec): 63 clusters
  Score: Raw -138067772.583290 + Penalty 142325.950452 = -137925446.632838
  nChanged 953
Iteration 135Q (86431.180000 sec): 63 clusters
  Score: Raw -138067831.242454 + Penalty 142325.950452 = -137925505.292001
  nChanged 871
Iteration 136Q (86531.050000 sec): 63 clusters
  Score: Raw -138067879.490243 + Penalty 142325.950452 = -137925553.539791
  nChanged 807
Iteration 137Q (86633.510000 sec): 63 clusters
  Score: Raw -138067926.171822 + Penalty 142325.950452 = -137925600.221370
  nChanged 813
Iteration 138Q (86740.360000 sec): 63 clusters
  Score: Raw -138067973.578585 + Penalty 142325.950452 = -137925647.628132
  nChanged 809
Writing temp clu file 
Because OldScore, -137925600.221370, is greater than current (better) Score,-137925647.628132 
 Compute initial score before splitting:   Score: Raw -138067973.578585 + Penalty 142325.950452 = -137925647.628132
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86741.000000 sec): 2 clusters
  Score: Raw -106767.322974 + Penalty 1137.109347 = -105630.213627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86741.190000 sec): 3 clusters
  Score: Raw -106419.604077 + Penalty 2274.218694 = -104145.385383
  nChanged 319
		SP:Iteration 1F (86741.420000 sec): 3 clusters
  Score: Raw -106703.138082 + Penalty 2274.218694 = -104428.919388
  nChanged 70
		SP:Iteration 2F (86741.690000 sec): 3 clusters
  Score: Raw -106799.312783 + Penalty 2274.218694 = -104525.094088
  nChanged 55
		SP:Iteration 3F (86741.820000 sec): 3 clusters
  Score: Raw -106874.067582 + Penalty 2274.218694 = -104599.848888
  nChanged 42
		SP:Iteration 4Q (86742.050000 sec): 3 clusters
  Score: Raw -106932.531244 + Penalty 2274.218694 = -104658.312549
  nChanged 46
		SP:Iteration 5Q (86742.240000 sec): 3 clusters
  Score: Raw -107005.536944 + Penalty 2274.218694 = -104731.318249
  nChanged 44
		SP:Iteration 6Q (86742.470000 sec): 3 clusters
  Score: Raw -107058.569669 + Penalty 2274.218694 = -104784.350974
  nChanged 31
		SP:Iteration 7Q (86742.670000 sec): 3 clusters
  Score: Raw -107094.929855 + Penalty 2274.218694 = -104820.711161
  nChanged 20
		SP:Iteration 8Q (86742.930000 sec): 3 clusters
  Score: Raw -107116.835272 + Penalty 2274.218694 = -104842.616578
  nChanged 11
		SP:Iteration 9Q (86743.100000 sec): 3 clusters
  Score: Raw -107128.154055 + Penalty 2274.218694 = -104853.935360
  nChanged 11
		SP:Iteration 10Q (86743.270000 sec): 3 clusters
  Score: Raw -107136.596475 + Penalty 2274.218694 = -104862.377781
  nChanged 6
		SP:Iteration 11Q (86743.430000 sec): 3 clusters
  Score: Raw -107144.399138 + Penalty 2274.218694 = -104870.180443
  nChanged 14
		SP:Iteration 12Q (86743.630000 sec): 3 clusters
  Score: Raw -107163.095161 + Penalty 2274.218694 = -104888.876467
  nChanged 15
		SP:Iteration 13Q (86743.830000 sec): 3 clusters
  Score: Raw -107179.504761 + Penalty 2274.218694 = -104905.286067
  nChanged 10
		SP:Iteration 14Q (86744.040000 sec): 3 clusters
  Score: Raw -107193.313187 + Penalty 2274.218694 = -104919.094493
  nChanged 10
		SP:Iteration 15Q (86744.210000 sec): 3 clusters
  Score: Raw -107204.868518 + Penalty 2274.218694 = -104930.649824
  nChanged 7
		SP:Iteration 16Q (86744.390000 sec): 3 clusters
  Score: Raw -107213.884076 + Penalty 2274.218694 = -104939.665381
  nChanged 4
		SP:Iteration 17Q (86744.570000 sec): 3 clusters
  Score: Raw -107217.235296 + Penalty 2274.218694 = -104943.016602
  nChanged 3
		SP:Iteration 18Q (86744.730000 sec): 3 clusters
  Score: Raw -107218.176294 + Penalty 2274.218694 = -104943.957599
  nChanged 3
		SP:Iteration 19Q (86744.930000 sec): 3 clusters
  Score: Raw -107222.637821 + Penalty 2274.218694 = -104948.419127
  nChanged 4
		SP:Iteration 20F (86745.090000 sec): 3 clusters
  Score: Raw -107227.011135 + Penalty 2274.218694 = -104952.792441
  nChanged 3
		SP:Iteration 21Q (86745.290000 sec): 3 clusters
  Score: Raw -107231.073991 + Penalty 2274.218694 = -104956.855297
  nChanged 5
		SP:Iteration 22Q (86745.500000 sec): 3 clusters
  Score: Raw -107235.506769 + Penalty 2274.218694 = -104961.288075
  nChanged 4
		SP:Iteration 23Q (86745.710000 sec): 3 clusters
  Score: Raw -107239.933410 + Penalty 2274.218694 = -104965.714716
  nChanged 3
		SP:Iteration 24Q (86745.870000 sec): 3 clusters
  Score: Raw -107241.454969 + Penalty 2274.218694 = -104967.236274
  nChanged 3
		SP:Iteration 25Q (86746.060000 sec): 3 clusters
  Score: Raw -107243.312405 + Penalty 2274.218694 = -104969.093710
  nChanged 0
		SP:Iteration 26F (86746.240000 sec): 3 clusters
  Score: Raw -107243.312405 + Penalty 2274.218694 = -104969.093710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (8023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86746.390000 sec): 2 clusters
  Score: Raw -797469.789004 + Penalty 1460.886001 = -796008.903003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86746.550000 sec): 3 clusters
  Score: Raw -793002.159387 + Penalty 2921.772001 = -790080.387386
  nChanged 3464
		SP:Iteration 1F (86746.810000 sec): 3 clusters
  Score: Raw -795335.141790 + Penalty 2921.772001 = -792413.369789
  nChanged 791
		SP:Iteration 2F (86747.030000 sec): 3 clusters
  Score: Raw -796227.402082 + Penalty 2921.772001 = -793305.630081
  nChanged 890
		SP:Iteration 3F (86747.210000 sec): 3 clusters
  Score: Raw -797158.344019 + Penalty 2921.772001 = -794236.572018
  nChanged 784
		SP:Iteration 4F (86747.430000 sec): 3 clusters
  Score: Raw -797884.891707 + Penalty 2921.772001 = -794963.119705
  nChanged 547
		SP:Iteration 5F (86747.670000 sec): 3 clusters
  Score: Raw -798270.377115 + Penalty 2921.772001 = -795348.605114
  nChanged 311
		SP:Iteration 6Q (86747.960000 sec): 3 clusters
  Score: Raw -798467.203950 + Penalty 2921.772001 = -795545.431949
  nChanged 193
		SP:Iteration 7Q (86748.250000 sec): 3 clusters
  Score: Raw -798564.434807 + Penalty 2921.772001 = -795642.662806
  nChanged 131
		SP:Iteration 8Q (86748.460000 sec): 3 clusters
  Score: Raw -798625.986900 + Penalty 2921.772001 = -795704.214899
  nChanged 93
		SP:Iteration 9Q (86748.720000 sec): 3 clusters
  Score: Raw -798673.810324 + Penalty 2921.772001 = -795752.038323
  nChanged 78
		SP:Iteration 10Q (86749.000000 sec): 3 clusters
  Score: Raw -798715.400200 + Penalty 2921.772001 = -795793.628199
  nChanged 60
		SP:Iteration 11Q (86749.190000 sec): 3 clusters
  Score: Raw -798741.823804 + Penalty 2921.772001 = -795820.051803
  nChanged 41
		SP:Iteration 12Q (86749.410000 sec): 3 clusters
  Score: Raw -798760.882877 + Penalty 2921.772001 = -795839.110876
  nChanged 41
		SP:Iteration 13Q (86749.630000 sec): 3 clusters
  Score: Raw -798783.457644 + Penalty 2921.772001 = -795861.685642
  nChanged 36
		SP:Iteration 14Q (86749.800000 sec): 3 clusters
  Score: Raw -798802.192164 + Penalty 2921.772001 = -795880.420163
  nChanged 32
		SP:Iteration 15Q (86750.020000 sec): 3 clusters
  Score: Raw -798816.819826 + Penalty 2921.772001 = -795895.047825
  nChanged 25
		SP:Iteration 16Q (86750.310000 sec): 3 clusters
  Score: Raw -798827.020072 + Penalty 2921.772001 = -795905.248071
  nChanged 28
		SP:Iteration 17Q (86750.550000 sec): 3 clusters
  Score: Raw -798835.334976 + Penalty 2921.772001 = -795913.562975
  nChanged 21
		SP:Iteration 18Q (86750.820000 sec): 3 clusters
  Score: Raw -798841.149520 + Penalty 2921.772001 = -795919.377519
  nChanged 18
		SP:Iteration 19Q (86751.020000 sec): 3 clusters
  Score: Raw -798846.493888 + Penalty 2921.772001 = -795924.721887
  nChanged 17
		SP:Iteration 20F (86751.230000 sec): 3 clusters
  Score: Raw -798850.615174 + Penalty 2921.772001 = -795928.843173
  nChanged 16
		SP:Iteration 21Q (86751.440000 sec): 3 clusters
  Score: Raw -798854.400343 + Penalty 2921.772001 = -795932.628342
  nChanged 13
		SP:Iteration 22Q (86751.640000 sec): 3 clusters
  Score: Raw -798857.807528 + Penalty 2921.772001 = -795936.035527
  nChanged 18
		SP:Iteration 23Q (86751.870000 sec): 3 clusters
  Score: Raw -798862.057008 + Penalty 2921.772001 = -795940.285007
  nChanged 13
		SP:Iteration 24Q (86752.070000 sec): 3 clusters
  Score: Raw -798865.237779 + Penalty 2921.772001 = -795943.465778
  nChanged 10
		SP:Iteration 25Q (86752.290000 sec): 3 clusters
  Score: Raw -798867.559572 + Penalty 2921.772001 = -795945.787571
  nChanged 5
		SP:Iteration 26Q (86752.500000 sec): 3 clusters
  Score: Raw -798868.521576 + Penalty 2921.772001 = -795946.749575
  nChanged 3
		SP:Iteration 27Q (86752.700000 sec): 3 clusters
  Score: Raw -798869.029242 + Penalty 2921.772001 = -795947.257241
  nChanged 2
		SP:Iteration 28Q (86752.930000 sec): 3 clusters
  Score: Raw -798869.715465 + Penalty 2921.772001 = -795947.943464
  nChanged 3
		SP:Iteration 29Q (86753.140000 sec): 3 clusters
  Score: Raw -798870.317104 + Penalty 2921.772001 = -795948.545103
  nChanged 1
		SP:Iteration 30Q (86753.370000 sec): 3 clusters
  Score: Raw -798870.658258 + Penalty 2921.772001 = -795948.886257
  nChanged 1
		SP:Iteration 31Q (86753.570000 sec): 3 clusters
  Score: Raw -798870.804526 + Penalty 2921.772001 = -795949.032525
  nChanged 1
		SP:Iteration 32Q (86753.800000 sec): 3 clusters
  Score: Raw -798871.030889 + Penalty 2921.772001 = -795949.258888
  nChanged 0
		SP:Iteration 33F (86754.020000 sec): 3 clusters
  Score: Raw -798871.030889 + Penalty 2921.772001 = -795949.258888
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86754.140000 sec): 2 clusters
  Score: Raw -381250.618599 + Penalty 1348.310335 = -379902.308264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86754.320000 sec): 3 clusters
  Score: Raw -379304.785356 + Penalty 2696.620670 = -376608.164686
  nChanged 1559
		SP:Iteration 1F (86754.510000 sec): 3 clusters
  Score: Raw -380226.126270 + Penalty 2696.620670 = -377529.505600
  nChanged 295
		SP:Iteration 2F (86754.740000 sec): 3 clusters
  Score: Raw -380436.942015 + Penalty 2696.620670 = -377740.321345
  nChanged 268
		SP:Iteration 3F (86754.890000 sec): 3 clusters
  Score: Raw -380670.491107 + Penalty 2696.620670 = -377973.870436
  nChanged 277
		SP:Iteration 4F (86755.090000 sec): 3 clusters
  Score: Raw -380913.403461 + Penalty 2696.620670 = -378216.782791
  nChanged 260
		SP:Iteration 5F (86755.330000 sec): 3 clusters
  Score: Raw -381171.702575 + Penalty 2696.620670 = -378475.081905
  nChanged 263
		SP:Iteration 6F (86755.500000 sec): 3 clusters
  Score: Raw -381433.893542 + Penalty 2696.620670 = -378737.272872
  nChanged 227
		SP:Iteration 7F (86755.750000 sec): 3 clusters
  Score: Raw -381647.564034 + Penalty 2696.620670 = -378950.943364
  nChanged 176
		SP:Iteration 8Q (86755.910000 sec): 3 clusters
  Score: Raw -381804.420824 + Penalty 2696.620670 = -379107.800153
  nChanged 129
		SP:Iteration 9Q (86756.100000 sec): 3 clusters
  Score: Raw -381917.176231 + Penalty 2696.620670 = -379220.555561
  nChanged 85
		SP:Iteration 10Q (86756.340000 sec): 3 clusters
  Score: Raw -381988.512477 + Penalty 2696.620670 = -379291.891807
  nChanged 50
		SP:Iteration 11Q (86756.540000 sec): 3 clusters
  Score: Raw -382028.471560 + Penalty 2696.620670 = -379331.850890
  nChanged 44
		SP:Iteration 12Q (86756.750000 sec): 3 clusters
  Score: Raw -382054.925242 + Penalty 2696.620670 = -379358.304571
  nChanged 26
		SP:Iteration 13Q (86756.960000 sec): 3 clusters
  Score: Raw -382066.340597 + Penalty 2696.620670 = -379369.719927
  nChanged 17
		SP:Iteration 14Q (86757.120000 sec): 3 clusters
  Score: Raw -382071.880199 + Penalty 2696.620670 = -379375.259528
  nChanged 6
		SP:Iteration 15Q (86757.340000 sec): 3 clusters
  Score: Raw -382075.060403 + Penalty 2696.620670 = -379378.439733
  nChanged 2
		SP:Iteration 16Q (86757.560000 sec): 3 clusters
  Score: Raw -382075.915285 + Penalty 2696.620670 = -379379.294614
  nChanged 3
		SP:Iteration 17Q (86757.720000 sec): 3 clusters
  Score: Raw -382077.544842 + Penalty 2696.620670 = -379380.924171
  nChanged 1
		SP:Iteration 18Q (86757.910000 sec): 3 clusters
  Score: Raw -382078.028653 + Penalty 2696.620670 = -379381.407982
  nChanged 2
		SP:Iteration 19Q (86758.040000 sec): 3 clusters
  Score: Raw -382079.031890 + Penalty 2696.620670 = -379382.411220
  nChanged 2
		SP:Iteration 20F (86758.230000 sec): 3 clusters
  Score: Raw -382079.802711 + Penalty 2696.620670 = -379383.182040
  nChanged 4
		SP:Iteration 21Q (86758.400000 sec): 3 clusters
  Score: Raw -382080.944867 + Penalty 2696.620670 = -379384.324197
  nChanged 2
		SP:Iteration 22Q (86758.550000 sec): 3 clusters
  Score: Raw -382081.532808 + Penalty 2696.620670 = -379384.912138
  nChanged 0
		SP:Iteration 23F (86758.730000 sec): 3 clusters
  Score: Raw -382081.532808 + Penalty 2696.620670 = -379384.912138
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (11101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86758.920000 sec): 2 clusters
  Score: Raw -1118013.007476 + Penalty 1513.653452 = -1116499.354024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86759.160000 sec): 3 clusters
  Score: Raw -1111750.075026 + Penalty 3027.306904 = -1108722.768122
  nChanged 4803
		SP:Iteration 1F (86759.400000 sec): 3 clusters
  Score: Raw -1114315.947402 + Penalty 3027.306904 = -1111288.640498
  nChanged 682
		SP:Iteration 2F (86759.710000 sec): 3 clusters
  Score: Raw -1114630.959109 + Penalty 3027.306904 = -1111603.652205
  nChanged 562
		SP:Iteration 3F (86759.950000 sec): 3 clusters
  Score: Raw -1114890.257669 + Penalty 3027.306904 = -1111862.950765
  nChanged 515
		SP:Iteration 4Q (86760.160000 sec): 3 clusters
  Score: Raw -1115127.413304 + Penalty 3027.306904 = -1112100.106401
  nChanged 473
		SP:Iteration 5Q (86760.400000 sec): 3 clusters
  Score: Raw -1115380.010640 + Penalty 3027.306904 = -1112352.703736
  nChanged 511
		SP:Iteration 6Q (86760.650000 sec): 3 clusters
  Score: Raw -1115686.547822 + Penalty 3027.306904 = -1112659.240918
  nChanged 526
		SP:Iteration 7Q (86760.930000 sec): 3 clusters
  Score: Raw -1116034.271088 + Penalty 3027.306904 = -1113006.964184
  nChanged 530
		SP:Iteration 8Q (86761.160000 sec): 3 clusters
  Score: Raw -1116388.761062 + Penalty 3027.306904 = -1113361.454158
  nChanged 485
		SP:Iteration 9Q (86761.420000 sec): 3 clusters
  Score: Raw -1116737.025115 + Penalty 3027.306904 = -1113709.718212
  nChanged 420
		SP:Iteration 10Q (86761.570000 sec): 3 clusters
  Score: Raw -1116987.493451 + Penalty 3027.306904 = -1113960.186547
  nChanged 320
		SP:Iteration 11Q (86761.800000 sec): 3 clusters
  Score: Raw -1117153.625865 + Penalty 3027.306904 = -1114126.318961
  nChanged 256
		SP:Iteration 12Q (86762.030000 sec): 3 clusters
  Score: Raw -1117272.596195 + Penalty 3027.306904 = -1114245.289291
  nChanged 208
		SP:Iteration 13Q (86762.240000 sec): 3 clusters
  Score: Raw -1117355.681092 + Penalty 3027.306904 = -1114328.374188
  nChanged 156
		SP:Iteration 14Q (86762.490000 sec): 3 clusters
  Score: Raw -1117414.575075 + Penalty 3027.306904 = -1114387.268171
  nChanged 133
		SP:Iteration 15Q (86762.720000 sec): 3 clusters
  Score: Raw -1117464.938913 + Penalty 3027.306904 = -1114437.632010
  nChanged 107
		SP:Iteration 16Q (86762.940000 sec): 3 clusters
  Score: Raw -1117505.073696 + Penalty 3027.306904 = -1114477.766792
  nChanged 114
		SP:Iteration 17Q (86763.200000 sec): 3 clusters
  Score: Raw -1117543.956779 + Penalty 3027.306904 = -1114516.649875
  nChanged 101
		SP:Iteration 18Q (86763.450000 sec): 3 clusters
  Score: Raw -1117576.713740 + Penalty 3027.306904 = -1114549.406836
  nChanged 100
		SP:Iteration 19Q (86763.710000 sec): 3 clusters
  Score: Raw -1117610.484273 + Penalty 3027.306904 = -1114583.177369
  nChanged 107
		SP:Iteration 20F (86763.940000 sec): 3 clusters
  Score: Raw -1117642.923461 + Penalty 3027.306904 = -1114615.616557
  nChanged 95
		SP:Iteration 21Q (86764.160000 sec): 3 clusters
  Score: Raw -1117671.044390 + Penalty 3027.306904 = -1114643.737486
  nChanged 81
		SP:Iteration 22Q (86764.380000 sec): 3 clusters
  Score: Raw -1117692.439737 + Penalty 3027.306904 = -1114665.132833
  nChanged 68
		SP:Iteration 23Q (86764.610000 sec): 3 clusters
  Score: Raw -1117710.929300 + Penalty 3027.306904 = -1114683.622396
  nChanged 62
		SP:Iteration 24Q (86764.880000 sec): 3 clusters
  Score: Raw -1117727.201551 + Penalty 3027.306904 = -1114699.894647
  nChanged 58
		SP:Iteration 25Q (86765.090000 sec): 3 clusters
  Score: Raw -1117741.408397 + Penalty 3027.306904 = -1114714.101493
  nChanged 49
		SP:Iteration 26Q (86765.340000 sec): 3 clusters
  Score: Raw -1117752.733029 + Penalty 3027.306904 = -1114725.426125
  nChanged 36
		SP:Iteration 27Q (86765.570000 sec): 3 clusters
  Score: Raw -1117762.085712 + Penalty 3027.306904 = -1114734.778808
  nChanged 33
		SP:Iteration 28Q (86765.800000 sec): 3 clusters
  Score: Raw -1117767.938558 + Penalty 3027.306904 = -1114740.631654
  nChanged 25
		SP:Iteration 29Q (86766.050000 sec): 3 clusters
  Score: Raw -1117771.706883 + Penalty 3027.306904 = -1114744.399979
  nChanged 14
		SP:Iteration 30Q (86766.290000 sec): 3 clusters
  Score: Raw -1117774.259487 + Penalty 3027.306904 = -1114746.952584
  nChanged 14
		SP:Iteration 31Q (86766.520000 sec): 3 clusters
  Score: Raw -1117776.130358 + Penalty 3027.306904 = -1114748.823454
  nChanged 17
		SP:Iteration 32Q (86766.740000 sec): 3 clusters
  Score: Raw -1117779.048124 + Penalty 3027.306904 = -1114751.741221
  nChanged 13
		SP:Iteration 33Q (86767.010000 sec): 3 clusters
  Score: Raw -1117781.338783 + Penalty 3027.306904 = -1114754.031880
  nChanged 11
		SP:Iteration 34Q (86767.270000 sec): 3 clusters
  Score: Raw -1117783.200823 + Penalty 3027.306904 = -1114755.893919
  nChanged 17
		SP:Iteration 35Q (86767.440000 sec): 3 clusters
  Score: Raw -1117785.967336 + Penalty 3027.306904 = -1114758.660432
  nChanged 22
		SP:Iteration 36Q (86767.660000 sec): 3 clusters
  Score: Raw -1117790.170095 + Penalty 3027.306904 = -1114762.863191
  nChanged 23
		SP:Iteration 37Q (86767.910000 sec): 3 clusters
  Score: Raw -1117794.092069 + Penalty 3027.306904 = -1114766.785165
  nChanged 18
		SP:Iteration 38Q (86768.110000 sec): 3 clusters
  Score: Raw -1117797.444501 + Penalty 3027.306904 = -1114770.137597
  nChanged 18
		SP:Iteration 39Q (86768.330000 sec): 3 clusters
  Score: Raw -1117800.044199 + Penalty 3027.306904 = -1114772.737295
  nChanged 23
		SP:Iteration 40F (86768.530000 sec): 3 clusters
  Score: Raw -1117805.137646 + Penalty 3027.306904 = -1114777.830742
  nChanged 23
		SP:Iteration 41Q (86768.780000 sec): 3 clusters
  Score: Raw -1117810.922217 + Penalty 3027.306904 = -1114783.615313
  nChanged 27
		SP:Iteration 42Q (86769.020000 sec): 3 clusters
  Score: Raw -1117816.640650 + Penalty 3027.306904 = -1114789.333746
  nChanged 21
		SP:Iteration 43Q (86769.260000 sec): 3 clusters
  Score: Raw -1117820.222104 + Penalty 3027.306904 = -1114792.915201
  nChanged 23
		SP:Iteration 44Q (86769.480000 sec): 3 clusters
  Score: Raw -1117825.742934 + Penalty 3027.306904 = -1114798.436030
  nChanged 20
		SP:Iteration 45Q (86769.710000 sec): 3 clusters
  Score: Raw -1117830.500936 + Penalty 3027.306904 = -1114803.194032
  nChanged 20
		SP:Iteration 46Q (86769.950000 sec): 3 clusters
  Score: Raw -1117834.937291 + Penalty 3027.306904 = -1114807.630387
  nChanged 21
		SP:Iteration 47Q (86770.200000 sec): 3 clusters
  Score: Raw -1117839.035003 + Penalty 3027.306904 = -1114811.728099
  nChanged 19
		SP:Iteration 48Q (86770.420000 sec): 3 clusters
  Score: Raw -1117843.151350 + Penalty 3027.306904 = -1114815.844446
  nChanged 19
		SP:Iteration 49Q (86770.700000 sec): 3 clusters
  Score: Raw -1117846.799708 + Penalty 3027.306904 = -1114819.492804
  nChanged 18
		SP:Iteration 50Q (86770.930000 sec): 3 clusters
  Score: Raw -1117849.822486 + Penalty 3027.306904 = -1114822.515582
  nChanged 11
		SP:Iteration 51Q (86771.190000 sec): 3 clusters
  Score: Raw -1117852.581741 + Penalty 3027.306904 = -1114825.274837
  nChanged 23
		SP:Iteration 52Q (86771.440000 sec): 3 clusters
  Score: Raw -1117856.928393 + Penalty 3027.306904 = -1114829.621490
  nChanged 16
		SP:Iteration 53Q (86771.660000 sec): 3 clusters
  Score: Raw -1117859.348224 + Penalty 3027.306904 = -1114832.041320
  nChanged 10
		SP:Iteration 54Q (86771.880000 sec): 3 clusters
  Score: Raw -1117861.687585 + Penalty 3027.306904 = -1114834.380681
  nChanged 13
		SP:Iteration 55Q (86772.110000 sec): 3 clusters
  Score: Raw -1117863.966691 + Penalty 3027.306904 = -1114836.659787
  nChanged 16
		SP:Iteration 56Q (86772.340000 sec): 3 clusters
  Score: Raw -1117867.278297 + Penalty 3027.306904 = -1114839.971393
  nChanged 16
		SP:Iteration 57Q (86772.550000 sec): 3 clusters
  Score: Raw -1117870.985181 + Penalty 3027.306904 = -1114843.678277
  nChanged 19
		SP:Iteration 58Q (86772.770000 sec): 3 clusters
  Score: Raw -1117874.863407 + Penalty 3027.306904 = -1114847.556503
  nChanged 21
		SP:Iteration 59Q (86773.030000 sec): 3 clusters
  Score: Raw -1117879.080975 + Penalty 3027.306904 = -1114851.774071
  nChanged 19
		SP:Iteration 60F (86773.230000 sec): 3 clusters
  Score: Raw -1117883.049558 + Penalty 3027.306904 = -1114855.742654
  nChanged 20
		SP:Iteration 61Q (86773.390000 sec): 3 clusters
  Score: Raw -1117888.158243 + Penalty 3027.306904 = -1114860.851340
  nChanged 22
		SP:Iteration 62Q (86773.610000 sec): 3 clusters
  Score: Raw -1117893.732899 + Penalty 3027.306904 = -1114866.425995
  nChanged 29
		SP:Iteration 63Q (86773.840000 sec): 3 clusters
  Score: Raw -1117901.552834 + Penalty 3027.306904 = -1114874.245930
  nChanged 30
		SP:Iteration 64Q (86774.080000 sec): 3 clusters
  Score: Raw -1117908.158966 + Penalty 3027.306904 = -1114880.852062
  nChanged 26
		SP:Iteration 65Q (86774.270000 sec): 3 clusters
  Score: Raw -1117914.740620 + Penalty 3027.306904 = -1114887.433716
  nChanged 34
		SP:Iteration 66Q (86774.490000 sec): 3 clusters
  Score: Raw -1117923.930289 + Penalty 3027.306904 = -1114896.623385
  nChanged 35
		SP:Iteration 67Q (86774.720000 sec): 3 clusters
  Score: Raw -1117934.768371 + Penalty 3027.306904 = -1114907.461467
  nChanged 35
		SP:Iteration 68Q (86774.900000 sec): 3 clusters
  Score: Raw -1117947.152566 + Penalty 3027.306904 = -1114919.845662
  nChanged 42
		SP:Iteration 69Q (86775.150000 sec): 3 clusters
  Score: Raw -1117960.145787 + Penalty 3027.306904 = -1114932.838883
  nChanged 46
		SP:Iteration 70Q (86775.430000 sec): 3 clusters
  Score: Raw -1117975.686201 + Penalty 3027.306904 = -1114948.379297
  nChanged 48
		SP:Iteration 71Q (86775.670000 sec): 3 clusters
  Score: Raw -1117992.304330 + Penalty 3027.306904 = -1114964.997426
  nChanged 57
		SP:Iteration 72Q (86775.890000 sec): 3 clusters
  Score: Raw -1118010.562523 + Penalty 3027.306904 = -1114983.255619
  nChanged 46
		SP:Iteration 73Q (86776.150000 sec): 3 clusters
  Score: Raw -1118026.417714 + Penalty 3027.306904 = -1114999.110810
  nChanged 46
		SP:Iteration 74Q (86776.390000 sec): 3 clusters
  Score: Raw -1118040.171468 + Penalty 3027.306904 = -1115012.864564
  nChanged 44
		SP:Iteration 75Q (86776.630000 sec): 3 clusters
  Score: Raw -1118054.409517 + Penalty 3027.306904 = -1115027.102613
  nChanged 33
		SP:Iteration 76Q (86776.820000 sec): 3 clusters
  Score: Raw -1118064.743634 + Penalty 3027.306904 = -1115037.436730
  nChanged 36
		SP:Iteration 77Q (86777.050000 sec): 3 clusters
  Score: Raw -1118075.169317 + Penalty 3027.306904 = -1115047.862413
  nChanged 28
		SP:Iteration 78Q (86777.260000 sec): 3 clusters
  Score: Raw -1118083.581526 + Penalty 3027.306904 = -1115056.274622
  nChanged 25
		SP:Iteration 79Q (86777.530000 sec): 3 clusters
  Score: Raw -1118091.285550 + Penalty 3027.306904 = -1115063.978647
  nChanged 24
		SP:Iteration 80F (86777.740000 sec): 3 clusters
  Score: Raw -1118098.943652 + Penalty 3027.306904 = -1115071.636748
  nChanged 24
		SP:Iteration 81Q (86778.000000 sec): 3 clusters
  Score: Raw -1118109.074086 + Penalty 3027.306904 = -1115081.767182
  nChanged 30
		SP:Iteration 82Q (86778.220000 sec): 3 clusters
  Score: Raw -1118116.998836 + Penalty 3027.306904 = -1115089.691932
  nChanged 25
		SP:Iteration 83Q (86778.430000 sec): 3 clusters
  Score: Raw -1118124.090897 + Penalty 3027.306904 = -1115096.783993
  nChanged 24
		SP:Iteration 84Q (86778.650000 sec): 3 clusters
  Score: Raw -1118131.160038 + Penalty 3027.306904 = -1115103.853134
  nChanged 27
		SP:Iteration 85Q (86778.870000 sec): 3 clusters
  Score: Raw -1118139.432340 + Penalty 3027.306904 = -1115112.125436
  nChanged 24
		SP:Iteration 86Q (86779.090000 sec): 3 clusters
  Score: Raw -1118148.625654 + Penalty 3027.306904 = -1115121.318750
  nChanged 27
		SP:Iteration 87Q (86779.340000 sec): 3 clusters
  Score: Raw -1118158.646576 + Penalty 3027.306904 = -1115131.339673
  nChanged 23
		SP:Iteration 88Q (86779.530000 sec): 3 clusters
  Score: Raw -1118166.339517 + Penalty 3027.306904 = -1115139.032613
  nChanged 32
		SP:Iteration 89Q (86779.800000 sec): 3 clusters
  Score: Raw -1118178.675024 + Penalty 3027.306904 = -1115151.368121
  nChanged 30
		SP:Iteration 90Q (86780.000000 sec): 3 clusters
  Score: Raw -1118190.715653 + Penalty 3027.306904 = -1115163.408749
  nChanged 25
		SP:Iteration 91Q (86780.220000 sec): 3 clusters
  Score: Raw -1118198.290288 + Penalty 3027.306904 = -1115170.983384
  nChanged 19
		SP:Iteration 92Q (86780.470000 sec): 3 clusters
  Score: Raw -1118205.128690 + Penalty 3027.306904 = -1115177.821787
  nChanged 16
		SP:Iteration 93Q (86780.680000 sec): 3 clusters
  Score: Raw -1118210.397359 + Penalty 3027.306904 = -1115183.090455
  nChanged 18
		SP:Iteration 94Q (86780.900000 sec): 3 clusters
  Score: Raw -1118214.841701 + Penalty 3027.306904 = -1115187.534798
  nChanged 15
		SP:Iteration 95Q (86781.150000 sec): 3 clusters
  Score: Raw -1118218.910944 + Penalty 3027.306904 = -1115191.604040
  nChanged 10
		SP:Iteration 96Q (86781.350000 sec): 3 clusters
  Score: Raw -1118221.231279 + Penalty 3027.306904 = -1115193.924376
  nChanged 7
		SP:Iteration 97Q (86781.540000 sec): 3 clusters
  Score: Raw -1118223.416773 + Penalty 3027.306904 = -1115196.109869
  nChanged 8
		SP:Iteration 98Q (86781.750000 sec): 3 clusters
  Score: Raw -1118225.813335 + Penalty 3027.306904 = -1115198.506431
  nChanged 10
		SP:Iteration 99Q (86782.030000 sec): 3 clusters
  Score: Raw -1118229.032899 + Penalty 3027.306904 = -1115201.725995
  nChanged 11
		SP:Iteration 100F (86782.270000 sec): 3 clusters
  Score: Raw -1118232.776758 + Penalty 3027.306904 = -1115205.469854
  nChanged 7
		SP:Iteration 101Q (86782.520000 sec): 3 clusters
  Score: Raw -1118235.290686 + Penalty 3027.306904 = -1115207.983782
  nChanged 8
		SP:Iteration 102Q (86782.750000 sec): 3 clusters
  Score: Raw -1118237.465506 + Penalty 3027.306904 = -1115210.158602
  nChanged 8
		SP:Iteration 103Q (86783.030000 sec): 3 clusters
  Score: Raw -1118240.188916 + Penalty 3027.306904 = -1115212.882012
  nChanged 8
		SP:Iteration 104Q (86783.250000 sec): 3 clusters
  Score: Raw -1118242.544130 + Penalty 3027.306904 = -1115215.237226
  nChanged 5
		SP:Iteration 105Q (86783.470000 sec): 3 clusters
  Score: Raw -1118244.319314 + Penalty 3027.306904 = -1115217.012410
  nChanged 3
		SP:Iteration 106Q (86783.700000 sec): 3 clusters
  Score: Raw -1118244.846474 + Penalty 3027.306904 = -1115217.539570
  nChanged 3
		SP:Iteration 107Q (86783.950000 sec): 3 clusters
  Score: Raw -1118245.953190 + Penalty 3027.306904 = -1115218.646286
  nChanged 10
		SP:Iteration 108Q (86784.150000 sec): 3 clusters
  Score: Raw -1118248.435526 + Penalty 3027.306904 = -1115221.128622
  nChanged 7
		SP:Iteration 109Q (86784.350000 sec): 3 clusters
  Score: Raw -1118250.594658 + Penalty 3027.306904 = -1115223.287754
  nChanged 8
		SP:Iteration 110Q (86784.570000 sec): 3 clusters
  Score: Raw -1118253.271061 + Penalty 3027.306904 = -1115225.964158
  nChanged 7
		SP:Iteration 111Q (86784.830000 sec): 3 clusters
  Score: Raw -1118254.942696 + Penalty 3027.306904 = -1115227.635792
  nChanged 6
		SP:Iteration 112Q (86785.050000 sec): 3 clusters
  Score: Raw -1118256.166772 + Penalty 3027.306904 = -1115228.859868
  nChanged 1
		SP:Iteration 113Q (86785.240000 sec): 3 clusters
  Score: Raw -1118256.282948 + Penalty 3027.306904 = -1115228.976044
  nChanged 1
		SP:Iteration 114Q (86785.490000 sec): 3 clusters
  Score: Raw -1118256.315535 + Penalty 3027.306904 = -1115229.008631
  nChanged 0
		SP:Iteration 115F (86785.670000 sec): 3 clusters
  Score: Raw -1118256.315535 + Penalty 3027.306904 = -1115229.008631
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86785.810000 sec): 2 clusters
  Score: Raw -532600.312355 + Penalty 1390.823003 = -531209.489353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86786.020000 sec): 3 clusters
  Score: Raw -529884.237321 + Penalty 2781.646005 = -527102.591316
  nChanged 2085
		SP:Iteration 1F (86786.210000 sec): 3 clusters
  Score: Raw -531073.072463 + Penalty 2781.646005 = -528291.426458
  nChanged 370
		SP:Iteration 2F (86786.430000 sec): 3 clusters
  Score: Raw -531273.351876 + Penalty 2781.646005 = -528491.705870
  nChanged 271
		SP:Iteration 3F (86786.660000 sec): 3 clusters
  Score: Raw -531413.004870 + Penalty 2781.646005 = -528631.358865
  nChanged 224
		SP:Iteration 4Q (86786.830000 sec): 3 clusters
  Score: Raw -531525.394743 + Penalty 2781.646005 = -528743.748738
  nChanged 184
		SP:Iteration 5Q (86787.040000 sec): 3 clusters
  Score: Raw -531629.848713 + Penalty 2781.646005 = -528848.202708
  nChanged 186
		SP:Iteration 6Q (86787.260000 sec): 3 clusters
  Score: Raw -531732.137884 + Penalty 2781.646005 = -528950.491878
  nChanged 171
		SP:Iteration 7Q (86787.500000 sec): 3 clusters
  Score: Raw -531827.186737 + Penalty 2781.646005 = -529045.540732
  nChanged 174
		SP:Iteration 8Q (86787.710000 sec): 3 clusters
  Score: Raw -531917.029119 + Penalty 2781.646005 = -529135.383114
  nChanged 148
		SP:Iteration 9Q (86787.900000 sec): 3 clusters
  Score: Raw -531991.652207 + Penalty 2781.646005 = -529210.006202
  nChanged 158
		SP:Iteration 10Q (86788.090000 sec): 3 clusters
  Score: Raw -532097.904161 + Penalty 2781.646005 = -529316.258156
  nChanged 177
		SP:Iteration 11Q (86788.270000 sec): 3 clusters
  Score: Raw -532216.559528 + Penalty 2781.646005 = -529434.913523
  nChanged 168
		SP:Iteration 12Q (86788.490000 sec): 3 clusters
  Score: Raw -532338.472497 + Penalty 2781.646005 = -529556.826492
  nChanged 155
		SP:Iteration 13Q (86788.730000 sec): 3 clusters
  Score: Raw -532436.600832 + Penalty 2781.646005 = -529654.954827
  nChanged 137
		SP:Iteration 14Q (86788.930000 sec): 3 clusters
  Score: Raw -532520.864805 + Penalty 2781.646005 = -529739.218800
  nChanged 112
		SP:Iteration 15Q (86789.210000 sec): 3 clusters
  Score: Raw -532582.701395 + Penalty 2781.646005 = -529801.055390
  nChanged 95
		SP:Iteration 16Q (86789.410000 sec): 3 clusters
  Score: Raw -532634.111397 + Penalty 2781.646005 = -529852.465392
  nChanged 70
		SP:Iteration 17Q (86789.630000 sec): 3 clusters
  Score: Raw -532665.181160 + Penalty 2781.646005 = -529883.535155
  nChanged 57
		SP:Iteration 18Q (86789.850000 sec): 3 clusters
  Score: Raw -532701.924761 + Penalty 2781.646005 = -529920.278756
  nChanged 55
		SP:Iteration 19Q (86790.010000 sec): 3 clusters
  Score: Raw -532727.201111 + Penalty 2781.646005 = -529945.555106
  nChanged 44
		SP:Iteration 20F (86790.210000 sec): 3 clusters
  Score: Raw -532740.714099 + Penalty 2781.646005 = -529959.068094
  nChanged 27
		SP:Iteration 21Q (86790.420000 sec): 3 clusters
  Score: Raw -532748.057584 + Penalty 2781.646005 = -529966.411579
  nChanged 21
		SP:Iteration 22Q (86790.650000 sec): 3 clusters
  Score: Raw -532755.579917 + Penalty 2781.646005 = -529973.933912
  nChanged 22
		SP:Iteration 23Q (86790.950000 sec): 3 clusters
  Score: Raw -532763.596993 + Penalty 2781.646005 = -529981.950988
  nChanged 24
		SP:Iteration 24Q (86791.130000 sec): 3 clusters
  Score: Raw -532771.373301 + Penalty 2781.646005 = -529989.727296
  nChanged 20
		SP:Iteration 25Q (86791.320000 sec): 3 clusters
  Score: Raw -532777.330967 + Penalty 2781.646005 = -529995.684962
  nChanged 15
		SP:Iteration 26Q (86791.490000 sec): 3 clusters
  Score: Raw -532782.132055 + Penalty 2781.646005 = -530000.486050
  nChanged 15
		SP:Iteration 27Q (86791.670000 sec): 3 clusters
  Score: Raw -532786.175375 + Penalty 2781.646005 = -530004.529369
  nChanged 11
		SP:Iteration 28Q (86791.860000 sec): 3 clusters
  Score: Raw -532788.887938 + Penalty 2781.646005 = -530007.241933
  nChanged 8
		SP:Iteration 29Q (86792.120000 sec): 3 clusters
  Score: Raw -532790.178833 + Penalty 2781.646005 = -530008.532828
  nChanged 6
		SP:Iteration 30Q (86792.300000 sec): 3 clusters
  Score: Raw -532791.597887 + Penalty 2781.646005 = -530009.951882
  nChanged 3
		SP:Iteration 31Q (86792.540000 sec): 3 clusters
  Score: Raw -532792.005660 + Penalty 2781.646005 = -530010.359655
  nChanged 0
		SP:Iteration 32F (86792.770000 sec): 3 clusters
  Score: Raw -532792.005660 + Penalty 2781.646005 = -530010.359655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86792.880000 sec): 2 clusters
  Score: Raw -270728.356478 + Penalty 1284.094101 = -269444.262377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86793.110000 sec): 3 clusters
  Score: Raw -269540.844218 + Penalty 2568.188203 = -266972.656016
  nChanged 986
		SP:Iteration 1F (86793.280000 sec): 3 clusters
  Score: Raw -270205.645946 + Penalty 2568.188203 = -267637.457743
  nChanged 248
		SP:Iteration 2F (86793.490000 sec): 3 clusters
  Score: Raw -270391.657805 + Penalty 2568.188203 = -267823.469603
  nChanged 193
		SP:Iteration 3F (86793.670000 sec): 3 clusters
  Score: Raw -270603.923440 + Penalty 2568.188203 = -268035.735237
  nChanged 206
		SP:Iteration 4F (86793.820000 sec): 3 clusters
  Score: Raw -270939.392424 + Penalty 2568.188203 = -268371.204221
  nChanged 216
		SP:Iteration 5F (86794.030000 sec): 3 clusters
  Score: Raw -271342.983419 + Penalty 2568.188203 = -268774.795216
  nChanged 170
		SP:Iteration 6F (86794.170000 sec): 3 clusters
  Score: Raw -271557.981700 + Penalty 2568.188203 = -268989.793498
  nChanged 128
		SP:Iteration 7Q (86794.350000 sec): 3 clusters
  Score: Raw -271706.373278 + Penalty 2568.188203 = -269138.185076
  nChanged 100
		SP:Iteration 8Q (86794.540000 sec): 3 clusters
  Score: Raw -271795.754501 + Penalty 2568.188203 = -269227.566298
  nChanged 62
		SP:Iteration 9Q (86794.740000 sec): 3 clusters
  Score: Raw -271838.310601 + Penalty 2568.188203 = -269270.122399
  nChanged 45
		SP:Iteration 10Q (86794.950000 sec): 3 clusters
  Score: Raw -271864.316581 + Penalty 2568.188203 = -269296.128378
  nChanged 25
		SP:Iteration 11Q (86795.130000 sec): 3 clusters
  Score: Raw -271875.159751 + Penalty 2568.188203 = -269306.971548
  nChanged 14
		SP:Iteration 12Q (86795.340000 sec): 3 clusters
  Score: Raw -271883.073430 + Penalty 2568.188203 = -269314.885227
  nChanged 13
		SP:Iteration 13Q (86795.520000 sec): 3 clusters
  Score: Raw -271890.273354 + Penalty 2568.188203 = -269322.085152
  nChanged 13
		SP:Iteration 14Q (86795.750000 sec): 3 clusters
  Score: Raw -271896.650656 + Penalty 2568.188203 = -269328.462454
  nChanged 7
		SP:Iteration 15Q (86795.950000 sec): 3 clusters
  Score: Raw -271899.253906 + Penalty 2568.188203 = -269331.065704
  nChanged 5
		SP:Iteration 16Q (86796.080000 sec): 3 clusters
  Score: Raw -271901.813758 + Penalty 2568.188203 = -269333.625556
  nChanged 6
		SP:Iteration 17Q (86796.270000 sec): 3 clusters
  Score: Raw -271904.662811 + Penalty 2568.188203 = -269336.474609
  nChanged 4
		SP:Iteration 18Q (86796.450000 sec): 3 clusters
  Score: Raw -271905.974764 + Penalty 2568.188203 = -269337.786561
  nChanged 6
		SP:Iteration 19Q (86796.650000 sec): 3 clusters
  Score: Raw -271907.583155 + Penalty 2568.188203 = -269339.394953
  nChanged 2
		SP:Iteration 20F (86796.870000 sec): 3 clusters
  Score: Raw -271908.074824 + Penalty 2568.188203 = -269339.886622
  nChanged 1
		SP:Iteration 21Q (86797.090000 sec): 3 clusters
  Score: Raw -271909.092791 + Penalty 2568.188203 = -269340.904589
  nChanged 2
		SP:Iteration 22Q (86797.390000 sec): 3 clusters
  Score: Raw -271909.697669 + Penalty 2568.188203 = -269341.509466
  nChanged 2
		SP:Iteration 23Q (86797.580000 sec): 3 clusters
  Score: Raw -271910.302876 + Penalty 2568.188203 = -269342.114674
  nChanged 0
		SP:Iteration 24F (86797.790000 sec): 3 clusters
  Score: Raw -271910.302876 + Penalty 2568.188203 = -269342.114674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (416896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86799.650000 sec): 2 clusters
  Score: Raw -43620744.971522 + Penalty 2102.846211 = -43618642.125311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86801.730000 sec): 3 clusters
  Score: Raw -43340698.770851 + Penalty 4205.692422 = -43336493.078428
  nChanged 204231
		SP:Iteration 1F (86803.940000 sec): 3 clusters
  Score: Raw -43465542.815870 + Penalty 4205.692422 = -43461337.123447
  nChanged 12872
		SP:Iteration 2Q (86806.570000 sec): 3 clusters
  Score: Raw -43469068.626985 + Penalty 4205.692422 = -43464862.934563
  nChanged 14796
		SP:Iteration 3Q (86809.130000 sec): 3 clusters
  Score: Raw -43474063.480130 + Penalty 4205.692422 = -43469857.787707
  nChanged 17201
		SP:Iteration 4Q (86811.690000 sec): 3 clusters
  Score: Raw -43481324.516105 + Penalty 4205.692422 = -43477118.823682
  nChanged 20067
		SP:Iteration 5Q (86813.890000 sec): 3 clusters
  Score: Raw -43491503.788646 + Penalty 4205.692422 = -43487298.096224
  nChanged 22523
		SP:Iteration 6F (86816.130000 sec): 3 clusters
  Score: Raw -43504872.706302 + Penalty 4205.692422 = -43500667.013880
  nChanged 24104
		SP:Iteration 7F (86818.430000 sec): 3 clusters
  Score: Raw -43520527.712209 + Penalty 4205.692422 = -43516322.019786
  nChanged 24159
		SP:Iteration 8F (86820.520000 sec): 3 clusters
  Score: Raw -43536268.891036 + Penalty 4205.692422 = -43532063.198613
  nChanged 21971
		SP:Iteration 9F (86822.460000 sec): 3 clusters
  Score: Raw -43549765.580780 + Penalty 4205.692422 = -43545559.888358
  nChanged 18145
		SP:Iteration 10Q (86824.560000 sec): 3 clusters
  Score: Raw -43559853.354778 + Penalty 4205.692422 = -43555647.662356
  nChanged 14472
		SP:Iteration 11Q (86826.380000 sec): 3 clusters
  Score: Raw -43567288.586320 + Penalty 4205.692422 = -43563082.893897
  nChanged 11917
		SP:Iteration 12Q (86828.160000 sec): 3 clusters
  Score: Raw -43573476.715910 + Penalty 4205.692422 = -43569271.023488
  nChanged 10296
		SP:Iteration 13Q (86829.930000 sec): 3 clusters
  Score: Raw -43579278.524260 + Penalty 4205.692422 = -43575072.831838
  nChanged 9371
		SP:Iteration 14Q (86831.810000 sec): 3 clusters
  Score: Raw -43585152.691797 + Penalty 4205.692422 = -43580946.999374
  nChanged 8547
		SP:Iteration 15Q (86833.560000 sec): 3 clusters
  Score: Raw -43591118.403639 + Penalty 4205.692422 = -43586912.711216
  nChanged 7598
		SP:Iteration 16Q (86835.360000 sec): 3 clusters
  Score: Raw -43596949.886689 + Penalty 4205.692422 = -43592744.194266
  nChanged 6377
		SP:Iteration 17Q (86837.350000 sec): 3 clusters
  Score: Raw -43601938.931326 + Penalty 4205.692422 = -43597733.238903
  nChanged 5195
		SP:Iteration 18Q (86839.320000 sec): 3 clusters
  Score: Raw -43605801.001649 + Penalty 4205.692422 = -43601595.309226
  nChanged 4295
		SP:Iteration 19Q (86841.300000 sec): 3 clusters
  Score: Raw -43608734.850022 + Penalty 4205.692422 = -43604529.157599
  nChanged 3511
		SP:Iteration 20F (86843.170000 sec): 3 clusters
  Score: Raw -43610881.138932 + Penalty 4205.692422 = -43606675.446510
  nChanged 2924
		SP:Iteration 21Q (86845.210000 sec): 3 clusters
  Score: Raw -43612490.367272 + Penalty 4205.692422 = -43608284.674849
  nChanged 2409
		SP:Iteration 22Q (86847.000000 sec): 3 clusters
  Score: Raw -43613674.097270 + Penalty 4205.692422 = -43609468.404847
  nChanged 2076
		SP:Iteration 23Q (86848.820000 sec): 3 clusters
  Score: Raw -43614618.584807 + Penalty 4205.692422 = -43610412.892385
  nChanged 1737
		SP:Iteration 24Q (86850.560000 sec): 3 clusters
  Score: Raw -43615362.041118 + Penalty 4205.692422 = -43611156.348695
  nChanged 1509
		SP:Iteration 25Q (86852.340000 sec): 3 clusters
  Score: Raw -43615931.018554 + Penalty 4205.692422 = -43611725.326132
  nChanged 1286
		SP:Iteration 26Q (86854.010000 sec): 3 clusters
  Score: Raw -43616386.542036 + Penalty 4205.692422 = -43612180.849614
  nChanged 1123
		SP:Iteration 27Q (86855.890000 sec): 3 clusters
  Score: Raw -43616754.630589 + Penalty 4205.692422 = -43612548.938167
  nChanged 1047
		SP:Iteration 28Q (86857.770000 sec): 3 clusters
  Score: Raw -43617067.418396 + Penalty 4205.692422 = -43612861.725973
  nChanged 964
		SP:Iteration 29Q (86859.630000 sec): 3 clusters
  Score: Raw -43617336.455079 + Penalty 4205.692422 = -43613130.762657
  nChanged 868
		SP:Iteration 30Q (86861.330000 sec): 3 clusters
  Score: Raw -43617565.477416 + Penalty 4205.692422 = -43613359.784994
  nChanged 770
		SP:Iteration 31Q (86863.010000 sec): 3 clusters
  Score: Raw -43617760.476830 + Penalty 4205.692422 = -43613554.784407
  nChanged 746
		SP:Iteration 32Q (86864.680000 sec): 3 clusters
  Score: Raw -43617941.604766 + Penalty 4205.692422 = -43613735.912344
  nChanged 715
		SP:Iteration 33Q (86866.730000 sec): 3 clusters
  Score: Raw -43618106.083740 + Penalty 4205.692422 = -43613900.391317
  nChanged 638
		SP:Iteration 34Q (86868.840000 sec): 3 clusters
  Score: Raw -43618256.425267 + Penalty 4205.692422 = -43614050.732844
  nChanged 618
		SP:Iteration 35Q (86871.080000 sec): 3 clusters
  Score: Raw -43618400.757858 + Penalty 4205.692422 = -43614195.065435
  nChanged 627
		SP:Iteration 36Q (86872.910000 sec): 3 clusters
  Score: Raw -43618553.760342 + Penalty 4205.692422 = -43614348.067919
  nChanged 617
		SP:Iteration 37Q (86874.910000 sec): 3 clusters
  Score: Raw -43618712.686637 + Penalty 4205.692422 = -43614506.994215
  nChanged 612
		SP:Iteration 38Q (86876.700000 sec): 3 clusters
  Score: Raw -43618869.766804 + Penalty 4205.692422 = -43614664.074382
  nChanged 567
		SP:Iteration 39Q (86878.840000 sec): 3 clusters
  Score: Raw -43619017.327877 + Penalty 4205.692422 = -43614811.635455
  nChanged 570
		SP:Iteration 40F (86881.150000 sec): 3 clusters
  Score: Raw -43619167.556697 + Penalty 4205.692422 = -43614961.864274
  nChanged 548
		SP:Iteration 41Q (86883.510000 sec): 3 clusters
  Score: Raw -43619313.269730 + Penalty 4205.692422 = -43615107.577307
  nChanged 521
		SP:Iteration 42Q (86885.470000 sec): 3 clusters
  Score: Raw -43619462.331373 + Penalty 4205.692422 = -43615256.638951
  nChanged 529
		SP:Iteration 43Q (86887.090000 sec): 3 clusters
  Score: Raw -43619630.807807 + Penalty 4205.692422 = -43615425.115384
  nChanged 502
		SP:Iteration 44Q (86888.720000 sec): 3 clusters
  Score: Raw -43619794.325991 + Penalty 4205.692422 = -43615588.633569
  nChanged 459
		SP:Iteration 45Q (86890.490000 sec): 3 clusters
  Score: Raw -43619952.033063 + Penalty 4205.692422 = -43615746.340641
  nChanged 453
		SP:Iteration 46Q (86892.400000 sec): 3 clusters
  Score: Raw -43620110.225142 + Penalty 4205.692422 = -43615904.532720
  nChanged 391
		SP:Iteration 47Q (86894.160000 sec): 3 clusters
  Score: Raw -43620235.820050 + Penalty 4205.692422 = -43616030.127627
  nChanged 312
		SP:Iteration 48Q (86895.880000 sec): 3 clusters
  Score: Raw -43620330.406886 + Penalty 4205.692422 = -43616124.714464
  nChanged 280
		SP:Iteration 49Q (86897.780000 sec): 3 clusters
  Score: Raw -43620414.738243 + Penalty 4205.692422 = -43616209.045820
  nChanged 240
		SP:Iteration 50Q (86899.510000 sec): 3 clusters
  Score: Raw -43620491.177657 + Penalty 4205.692422 = -43616285.485235
  nChanged 233
		SP:Iteration 51Q (86901.290000 sec): 3 clusters
  Score: Raw -43620570.126876 + Penalty 4205.692422 = -43616364.434454
  nChanged 203
		SP:Iteration 52Q (86902.970000 sec): 3 clusters
  Score: Raw -43620633.703382 + Penalty 4205.692422 = -43616428.010959
  nChanged 171
		SP:Iteration 53Q (86904.890000 sec): 3 clusters
  Score: Raw -43620691.883510 + Penalty 4205.692422 = -43616486.191087
  nChanged 161
		SP:Iteration 54Q (86906.880000 sec): 3 clusters
  Score: Raw -43620757.194950 + Penalty 4205.692422 = -43616551.502527
  nChanged 160
		SP:Iteration 55Q (86909.000000 sec): 3 clusters
  Score: Raw -43620818.048895 + Penalty 4205.692422 = -43616612.356472
  nChanged 120
		SP:Iteration 56Q (86910.930000 sec): 3 clusters
  Score: Raw -43620866.060102 + Penalty 4205.692422 = -43616660.367679
  nChanged 108
		SP:Iteration 57Q (86913.150000 sec): 3 clusters
  Score: Raw -43620903.442631 + Penalty 4205.692422 = -43616697.750209
  nChanged 79
		SP:Iteration 58Q (86915.120000 sec): 3 clusters
  Score: Raw -43620928.190568 + Penalty 4205.692422 = -43616722.498146
  nChanged 65
		SP:Iteration 59Q (86917.040000 sec): 3 clusters
  Score: Raw -43620950.633837 + Penalty 4205.692422 = -43616744.941415
  nChanged 60
		SP:Iteration 60F (86919.430000 sec): 3 clusters
  Score: Raw -43620970.360683 + Penalty 4205.692422 = -43616764.668261
  nChanged 53
		SP:Iteration 61Q (86921.420000 sec): 3 clusters
  Score: Raw -43620987.341391 + Penalty 4205.692422 = -43616781.648968
  nChanged 50
		SP:Iteration 62Q (86923.400000 sec): 3 clusters
  Score: Raw -43621003.252461 + Penalty 4205.692422 = -43616797.560038
  nChanged 39
		SP:Iteration 63Q (86925.340000 sec): 3 clusters
  Score: Raw -43621017.355305 + Penalty 4205.692422 = -43616811.662883
  nChanged 40
		SP:Iteration 64Q (86927.120000 sec): 3 clusters
  Score: Raw -43621031.782124 + Penalty 4205.692422 = -43616826.089702
  nChanged 36
		SP:Iteration 65Q (86928.870000 sec): 3 clusters
  Score: Raw -43621045.793796 + Penalty 4205.692422 = -43616840.101373
  nChanged 41
		SP:Iteration 66Q (86930.750000 sec): 3 clusters
  Score: Raw -43621059.702271 + Penalty 4205.692422 = -43616854.009848
  nChanged 32
		SP:Iteration 67Q (86932.500000 sec): 3 clusters
  Score: Raw -43621070.052702 + Penalty 4205.692422 = -43616864.360279
  nChanged 23
		SP:Iteration 68Q (86934.400000 sec): 3 clusters
  Score: Raw -43621078.123806 + Penalty 4205.692422 = -43616872.431384
  nChanged 21
		SP:Iteration 69Q (86936.370000 sec): 3 clusters
  Score: Raw -43621085.032069 + Penalty 4205.692422 = -43616879.339646
  nChanged 19
		SP:Iteration 70Q (86938.270000 sec): 3 clusters
  Score: Raw -43621091.097872 + Penalty 4205.692422 = -43616885.405449
  nChanged 15
		SP:Iteration 71Q (86940.150000 sec): 3 clusters
  Score: Raw -43621095.140985 + Penalty 4205.692422 = -43616889.448563
  nChanged 8
		SP:Iteration 72Q (86941.950000 sec): 3 clusters
  Score: Raw -43621096.839581 + Penalty 4205.692422 = -43616891.147158
  nChanged 8
		SP:Iteration 73Q (86943.730000 sec): 3 clusters
  Score: Raw -43621098.975486 + Penalty 4205.692422 = -43616893.283063
  nChanged 5
		SP:Iteration 74Q (86945.800000 sec): 3 clusters
  Score: Raw -43621100.095470 + Penalty 4205.692422 = -43616894.403047
  nChanged 6
		SP:Iteration 75Q (86948.010000 sec): 3 clusters
  Score: Raw -43621101.171197 + Penalty 4205.692422 = -43616895.478775
  nChanged 3
		SP:Iteration 76Q (86950.050000 sec): 3 clusters
  Score: Raw -43621101.968669 + Penalty 4205.692422 = -43616896.276246
  nChanged 3
		SP:Iteration 77Q (86951.970000 sec): 3 clusters
  Score: Raw -43621103.333169 + Penalty 4205.692422 = -43616897.640747
  nChanged 5
		SP:Iteration 78Q (86953.930000 sec): 3 clusters
  Score: Raw -43621104.766265 + Penalty 4205.692422 = -43616899.073842
  nChanged 10
		SP:Iteration 79Q (86955.710000 sec): 3 clusters
  Score: Raw -43621107.416184 + Penalty 4205.692422 = -43616901.723762
  nChanged 8
		SP:Iteration 80F (86958.030000 sec): 3 clusters
  Score: Raw -43621109.897499 + Penalty 4205.692422 = -43616904.205077
  nChanged 14
		SP:Iteration 81Q (86959.950000 sec): 3 clusters
  Score: Raw -43621115.355370 + Penalty 4205.692422 = -43616909.662947
  nChanged 13
		SP:Iteration 82Q (86961.910000 sec): 3 clusters
  Score: Raw -43621119.491735 + Penalty 4205.692422 = -43616913.799312
  nChanged 6
		SP:Iteration 83Q (86963.620000 sec): 3 clusters
  Score: Raw -43621120.821813 + Penalty 4205.692422 = -43616915.129390
  nChanged 5
		SP:Iteration 84Q (86965.200000 sec): 3 clusters
  Score: Raw -43621122.630257 + Penalty 4205.692422 = -43616916.937834
  nChanged 6
		SP:Iteration 85Q (86966.930000 sec): 3 clusters
  Score: Raw -43621124.507437 + Penalty 4205.692422 = -43616918.815014
  nChanged 5
		SP:Iteration 86Q (86968.670000 sec): 3 clusters
  Score: Raw -43621125.612119 + Penalty 4205.692422 = -43616919.919696
  nChanged 8
		SP:Iteration 87Q (86970.400000 sec): 3 clusters
  Score: Raw -43621129.156849 + Penalty 4205.692422 = -43616923.464426
  nChanged 7
		SP:Iteration 88Q (86972.150000 sec): 3 clusters
  Score: Raw -43621131.712614 + Penalty 4205.692422 = -43616926.020191
  nChanged 3
		SP:Iteration 89Q (86973.830000 sec): 3 clusters
  Score: Raw -43621132.401598 + Penalty 4205.692422 = -43616926.709175
  nChanged 4
		SP:Iteration 90Q (86975.670000 sec): 3 clusters
  Score: Raw -43621133.424823 + Penalty 4205.692422 = -43616927.732401
  nChanged 5
		SP:Iteration 91Q (86977.410000 sec): 3 clusters
  Score: Raw -43621134.580605 + Penalty 4205.692422 = -43616928.888182
  nChanged 1
		SP:Iteration 92Q (86979.240000 sec): 3 clusters
  Score: Raw -43621134.896286 + Penalty 4205.692422 = -43616929.203863
  nChanged 2
		SP:Iteration 93Q (86981.270000 sec): 3 clusters
  Score: Raw -43621135.388058 + Penalty 4205.692422 = -43616929.695636
  nChanged 1
		SP:Iteration 94Q (86983.150000 sec): 3 clusters
  Score: Raw -43621135.524121 + Penalty 4205.692422 = -43616929.831699
  nChanged 1
		SP:Iteration 95Q (86985.100000 sec): 3 clusters
  Score: Raw -43621135.678035 + Penalty 4205.692422 = -43616929.985612
  nChanged 0
		SP:Iteration 96F (86987.440000 sec): 3 clusters
  Score: Raw -43621135.678035 + Penalty 4205.692422 = -43616929.985612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (86987.870000 sec): 2 clusters
  Score: Raw -2520208.370810 + Penalty 1635.723210 = -2518572.647600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (86988.180000 sec): 3 clusters
  Score: Raw -2506002.006183 + Penalty 3271.446419 = -2502730.559764
  nChanged 10592
		SP:Iteration 1F (86988.450000 sec): 3 clusters
  Score: Raw -2511814.282825 + Penalty 3271.446419 = -2508542.836405
  nChanged 1048
		SP:Iteration 2Q (86988.790000 sec): 3 clusters
  Score: Raw -2512142.669033 + Penalty 3271.446419 = -2508871.222614
  nChanged 977
		SP:Iteration 3Q (86989.080000 sec): 3 clusters
  Score: Raw -2512452.977967 + Penalty 3271.446419 = -2509181.531548
  nChanged 904
		SP:Iteration 4Q (86989.420000 sec): 3 clusters
  Score: Raw -2512750.496979 + Penalty 3271.446419 = -2509479.050560
  nChanged 871
		SP:Iteration 5Q (86989.730000 sec): 3 clusters
  Score: Raw -2513054.495379 + Penalty 3271.446419 = -2509783.048960
  nChanged 916
		SP:Iteration 6Q (86990.030000 sec): 3 clusters
  Score: Raw -2513398.972499 + Penalty 3271.446419 = -2510127.526079
  nChanged 989
		SP:Iteration 7Q (86990.370000 sec): 3 clusters
  Score: Raw -2513775.449617 + Penalty 3271.446419 = -2510504.003198
  nChanged 996
		SP:Iteration 8Q (86990.700000 sec): 3 clusters
  Score: Raw -2514165.779438 + Penalty 3271.446419 = -2510894.333019
  nChanged 947
		SP:Iteration 9Q (86991.000000 sec): 3 clusters
  Score: Raw -2514565.789953 + Penalty 3271.446419 = -2511294.343534
  nChanged 970
		SP:Iteration 10Q (86991.330000 sec): 3 clusters
  Score: Raw -2514975.581912 + Penalty 3271.446419 = -2511704.135493
  nChanged 930
		SP:Iteration 11Q (86991.690000 sec): 3 clusters
  Score: Raw -2515379.071663 + Penalty 3271.446419 = -2512107.625244
  nChanged 880
		SP:Iteration 12Q (86991.970000 sec): 3 clusters
  Score: Raw -2515799.896300 + Penalty 3271.446419 = -2512528.449880
  nChanged 886
		SP:Iteration 13Q (86992.230000 sec): 3 clusters
  Score: Raw -2516258.291705 + Penalty 3271.446419 = -2512986.845286
  nChanged 885
		SP:Iteration 14Q (86992.570000 sec): 3 clusters
  Score: Raw -2516758.352761 + Penalty 3271.446419 = -2513486.906341
  nChanged 860
		SP:Iteration 15Q (86992.820000 sec): 3 clusters
  Score: Raw -2517284.307029 + Penalty 3271.446419 = -2514012.860610
  nChanged 817
		SP:Iteration 16Q (86993.130000 sec): 3 clusters
  Score: Raw -2517801.431263 + Penalty 3271.446419 = -2514529.984844
  nChanged 741
		SP:Iteration 17Q (86993.390000 sec): 3 clusters
  Score: Raw -2518270.406796 + Penalty 3271.446419 = -2514998.960377
  nChanged 640
		SP:Iteration 18Q (86993.700000 sec): 3 clusters
  Score: Raw -2518646.243586 + Penalty 3271.446419 = -2515374.797166
  nChanged 564
		SP:Iteration 19Q (86994.010000 sec): 3 clusters
  Score: Raw -2518984.332510 + Penalty 3271.446419 = -2515712.886091
  nChanged 492
		SP:Iteration 20F (86994.350000 sec): 3 clusters
  Score: Raw -2519297.824237 + Penalty 3271.446419 = -2516026.377818
  nChanged 419
		SP:Iteration 21Q (86994.590000 sec): 3 clusters
  Score: Raw -2519548.343718 + Penalty 3271.446419 = -2516276.897299
  nChanged 330
		SP:Iteration 22Q (86994.970000 sec): 3 clusters
  Score: Raw -2519742.997586 + Penalty 3271.446419 = -2516471.551167
  nChanged 267
		SP:Iteration 23Q (86995.280000 sec): 3 clusters
  Score: Raw -2519900.214084 + Penalty 3271.446419 = -2516628.767665
  nChanged 215
		SP:Iteration 24Q (86995.560000 sec): 3 clusters
  Score: Raw -2520017.782585 + Penalty 3271.446419 = -2516746.336166
  nChanged 163
		SP:Iteration 25Q (86995.800000 sec): 3 clusters
  Score: Raw -2520112.550762 + Penalty 3271.446419 = -2516841.104343
  nChanged 140
		SP:Iteration 26Q (86996.090000 sec): 3 clusters
  Score: Raw -2520200.117882 + Penalty 3271.446419 = -2516928.671463
  nChanged 110
		SP:Iteration 27Q (86996.350000 sec): 3 clusters
  Score: Raw -2520272.623259 + Penalty 3271.446419 = -2517001.176840
  nChanged 77
		SP:Iteration 28Q (86996.650000 sec): 3 clusters
  Score: Raw -2520326.788421 + Penalty 3271.446419 = -2517055.342001
  nChanged 57
		SP:Iteration 29Q (86996.950000 sec): 3 clusters
  Score: Raw -2520359.609111 + Penalty 3271.446419 = -2517088.162692
  nChanged 40
		SP:Iteration 30Q (86997.260000 sec): 3 clusters
  Score: Raw -2520389.767988 + Penalty 3271.446419 = -2517118.321569
  nChanged 41
		SP:Iteration 31Q (86997.520000 sec): 3 clusters
  Score: Raw -2520425.872560 + Penalty 3271.446419 = -2517154.426141
  nChanged 32
		SP:Iteration 32Q (86997.830000 sec): 3 clusters
  Score: Raw -2520444.884806 + Penalty 3271.446419 = -2517173.438387
  nChanged 17
		SP:Iteration 33Q (86998.160000 sec): 3 clusters
  Score: Raw -2520456.077913 + Penalty 3271.446419 = -2517184.631494
  nChanged 14
		SP:Iteration 34Q (86998.410000 sec): 3 clusters
  Score: Raw -2520465.511814 + Penalty 3271.446419 = -2517194.065395
  nChanged 13
		SP:Iteration 35Q (86998.740000 sec): 3 clusters
  Score: Raw -2520474.491100 + Penalty 3271.446419 = -2517203.044680
  nChanged 15
		SP:Iteration 36Q (86999.040000 sec): 3 clusters
  Score: Raw -2520486.096099 + Penalty 3271.446419 = -2517214.649680
  nChanged 11
		SP:Iteration 37Q (86999.370000 sec): 3 clusters
  Score: Raw -2520493.506893 + Penalty 3271.446419 = -2517222.060474
  nChanged 9
		SP:Iteration 38Q (86999.660000 sec): 3 clusters
  Score: Raw -2520500.758887 + Penalty 3271.446419 = -2517229.312468
  nChanged 10
		SP:Iteration 39Q (87000.020000 sec): 3 clusters
  Score: Raw -2520508.250599 + Penalty 3271.446419 = -2517236.804180
  nChanged 8
		SP:Iteration 40F (87000.320000 sec): 3 clusters
  Score: Raw -2520512.037193 + Penalty 3271.446419 = -2517240.590773
  nChanged 6
		SP:Iteration 41Q (87000.650000 sec): 3 clusters
  Score: Raw -2520516.772693 + Penalty 3271.446419 = -2517245.326274
  nChanged 5
		SP:Iteration 42Q (87000.950000 sec): 3 clusters
  Score: Raw -2520521.865058 + Penalty 3271.446419 = -2517250.418639
  nChanged 3
		SP:Iteration 43Q (87001.280000 sec): 3 clusters
  Score: Raw -2520524.336793 + Penalty 3271.446419 = -2517252.890374
  nChanged 2
		SP:Iteration 44Q (87001.570000 sec): 3 clusters
  Score: Raw -2520524.967486 + Penalty 3271.446419 = -2517253.521067
  nChanged 0
		SP:Iteration 45F (87001.860000 sec): 3 clusters
  Score: Raw -2520524.967486 + Penalty 3271.446419 = -2517253.521067
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87002.080000 sec): 2 clusters
  Score: Raw -2222783.340138 + Penalty 1629.248979 = -2221154.091159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87002.450000 sec): 3 clusters
  Score: Raw -2209044.623799 + Penalty 3258.497959 = -2205786.125841
  nChanged 10304
		SP:Iteration 1F (87002.750000 sec): 3 clusters
  Score: Raw -2214959.389102 + Penalty 3258.497959 = -2211700.891144
  nChanged 1337
		SP:Iteration 2F (87003.070000 sec): 3 clusters
  Score: Raw -2215617.297006 + Penalty 3258.497959 = -2212358.799047
  nChanged 1336
		SP:Iteration 3F (87003.420000 sec): 3 clusters
  Score: Raw -2216382.583062 + Penalty 3258.497959 = -2213124.085104
  nChanged 1400
		SP:Iteration 4F (87003.730000 sec): 3 clusters
  Score: Raw -2217188.588369 + Penalty 3258.497959 = -2213930.090410
  nChanged 1422
		SP:Iteration 5F (87003.970000 sec): 3 clusters
  Score: Raw -2218003.147103 + Penalty 3258.497959 = -2214744.649144
  nChanged 1383
		SP:Iteration 6F (87004.300000 sec): 3 clusters
  Score: Raw -2218774.476876 + Penalty 3258.497959 = -2215515.978918
  nChanged 1231
		SP:Iteration 7F (87004.620000 sec): 3 clusters
  Score: Raw -2219494.261583 + Penalty 3258.497959 = -2216235.763624
  nChanged 1066
		SP:Iteration 8Q (87004.960000 sec): 3 clusters
  Score: Raw -2220103.084769 + Penalty 3258.497959 = -2216844.586811
  nChanged 937
		SP:Iteration 9Q (87005.300000 sec): 3 clusters
  Score: Raw -2220694.443743 + Penalty 3258.497959 = -2217435.945784
  nChanged 839
		SP:Iteration 10Q (87005.600000 sec): 3 clusters
  Score: Raw -2221334.512355 + Penalty 3258.497959 = -2218076.014396
  nChanged 714
		SP:Iteration 11Q (87005.920000 sec): 3 clusters
  Score: Raw -2221981.231557 + Penalty 3258.497959 = -2218722.733599
  nChanged 585
		SP:Iteration 12Q (87006.200000 sec): 3 clusters
  Score: Raw -2222457.351478 + Penalty 3258.497959 = -2219198.853520
  nChanged 476
		SP:Iteration 13Q (87006.470000 sec): 3 clusters
  Score: Raw -2222757.731861 + Penalty 3258.497959 = -2219499.233903
  nChanged 366
		SP:Iteration 14Q (87006.770000 sec): 3 clusters
  Score: Raw -2222951.873384 + Penalty 3258.497959 = -2219693.375425
  nChanged 295
		SP:Iteration 15Q (87007.050000 sec): 3 clusters
  Score: Raw -2223090.030845 + Penalty 3258.497959 = -2219831.532886
  nChanged 236
		SP:Iteration 16Q (87007.320000 sec): 3 clusters
  Score: Raw -2223197.735572 + Penalty 3258.497959 = -2219939.237614
  nChanged 181
		SP:Iteration 17Q (87007.590000 sec): 3 clusters
  Score: Raw -2223279.115440 + Penalty 3258.497959 = -2220020.617481
  nChanged 163
		SP:Iteration 18Q (87007.870000 sec): 3 clusters
  Score: Raw -2223350.914998 + Penalty 3258.497959 = -2220092.417040
  nChanged 151
		SP:Iteration 19Q (87008.160000 sec): 3 clusters
  Score: Raw -2223420.705389 + Penalty 3258.497959 = -2220162.207430
  nChanged 138
		SP:Iteration 20F (87008.440000 sec): 3 clusters
  Score: Raw -2223477.575783 + Penalty 3258.497959 = -2220219.077824
  nChanged 106
		SP:Iteration 21Q (87008.710000 sec): 3 clusters
  Score: Raw -2223514.831243 + Penalty 3258.497959 = -2220256.333284
  nChanged 95
		SP:Iteration 22Q (87008.980000 sec): 3 clusters
  Score: Raw -2223549.528491 + Penalty 3258.497959 = -2220291.030532
  nChanged 79
		SP:Iteration 23Q (87009.330000 sec): 3 clusters
  Score: Raw -2223580.110315 + Penalty 3258.497959 = -2220321.612356
  nChanged 70
		SP:Iteration 24Q (87009.610000 sec): 3 clusters
  Score: Raw -2223600.568642 + Penalty 3258.497959 = -2220342.070684
  nChanged 53
		SP:Iteration 25Q (87009.960000 sec): 3 clusters
  Score: Raw -2223616.445356 + Penalty 3258.497959 = -2220357.947397
  nChanged 62
		SP:Iteration 26Q (87010.260000 sec): 3 clusters
  Score: Raw -2223636.142041 + Penalty 3258.497959 = -2220377.644082
  nChanged 56
		SP:Iteration 27Q (87010.490000 sec): 3 clusters
  Score: Raw -2223656.160541 + Penalty 3258.497959 = -2220397.662583
  nChanged 64
		SP:Iteration 28Q (87010.790000 sec): 3 clusters
  Score: Raw -2223674.286345 + Penalty 3258.497959 = -2220415.788386
  nChanged 49
		SP:Iteration 29Q (87011.050000 sec): 3 clusters
  Score: Raw -2223690.402709 + Penalty 3258.497959 = -2220431.904750
  nChanged 44
		SP:Iteration 30Q (87011.350000 sec): 3 clusters
  Score: Raw -2223705.855003 + Penalty 3258.497959 = -2220447.357045
  nChanged 51
		SP:Iteration 31Q (87011.760000 sec): 3 clusters
  Score: Raw -2223723.415697 + Penalty 3258.497959 = -2220464.917738
  nChanged 46
		SP:Iteration 32Q (87012.030000 sec): 3 clusters
  Score: Raw -2223742.051580 + Penalty 3258.497959 = -2220483.553622
  nChanged 45
		SP:Iteration 33Q (87012.330000 sec): 3 clusters
  Score: Raw -2223758.208919 + Penalty 3258.497959 = -2220499.710961
  nChanged 40
		SP:Iteration 34Q (87012.680000 sec): 3 clusters
  Score: Raw -2223775.109594 + Penalty 3258.497959 = -2220516.611636
  nChanged 44
		SP:Iteration 35Q (87013.010000 sec): 3 clusters
  Score: Raw -2223794.176200 + Penalty 3258.497959 = -2220535.678242
  nChanged 39
		SP:Iteration 36Q (87013.330000 sec): 3 clusters
  Score: Raw -2223813.104408 + Penalty 3258.497959 = -2220554.606449
  nChanged 47
		SP:Iteration 37Q (87013.640000 sec): 3 clusters
  Score: Raw -2223840.326675 + Penalty 3258.497959 = -2220581.828716
  nChanged 54
		SP:Iteration 38Q (87013.960000 sec): 3 clusters
  Score: Raw -2223869.413018 + Penalty 3258.497959 = -2220610.915059
  nChanged 50
		SP:Iteration 39Q (87014.200000 sec): 3 clusters
  Score: Raw -2223898.295728 + Penalty 3258.497959 = -2220639.797769
  nChanged 48
		SP:Iteration 40F (87014.490000 sec): 3 clusters
  Score: Raw -2223922.007288 + Penalty 3258.497959 = -2220663.509330
  nChanged 44
		SP:Iteration 41Q (87014.780000 sec): 3 clusters
  Score: Raw -2223938.681095 + Penalty 3258.497959 = -2220680.183136
  nChanged 32
		SP:Iteration 42Q (87015.150000 sec): 3 clusters
  Score: Raw -2223951.441394 + Penalty 3258.497959 = -2220692.943435
  nChanged 28
		SP:Iteration 43Q (87015.440000 sec): 3 clusters
  Score: Raw -2223962.093789 + Penalty 3258.497959 = -2220703.595831
  nChanged 23
		SP:Iteration 44Q (87015.770000 sec): 3 clusters
  Score: Raw -2223968.504361 + Penalty 3258.497959 = -2220710.006402
  nChanged 15
		SP:Iteration 45Q (87016.090000 sec): 3 clusters
  Score: Raw -2223972.212824 + Penalty 3258.497959 = -2220713.714866
  nChanged 12
		SP:Iteration 46Q (87016.360000 sec): 3 clusters
  Score: Raw -2223976.882507 + Penalty 3258.497959 = -2220718.384548
  nChanged 18
		SP:Iteration 47Q (87016.670000 sec): 3 clusters
  Score: Raw -2223983.215982 + Penalty 3258.497959 = -2220724.718024
  nChanged 23
		SP:Iteration 48Q (87016.920000 sec): 3 clusters
  Score: Raw -2223990.318315 + Penalty 3258.497959 = -2220731.820356
  nChanged 14
		SP:Iteration 49Q (87017.220000 sec): 3 clusters
  Score: Raw -2223994.018206 + Penalty 3258.497959 = -2220735.520247
  nChanged 12
		SP:Iteration 50Q (87017.560000 sec): 3 clusters
  Score: Raw -2223999.988375 + Penalty 3258.497959 = -2220741.490417
  nChanged 18
		SP:Iteration 51Q (87017.900000 sec): 3 clusters
  Score: Raw -2224006.820255 + Penalty 3258.497959 = -2220748.322296
  nChanged 10
		SP:Iteration 52Q (87018.180000 sec): 3 clusters
  Score: Raw -2224009.585646 + Penalty 3258.497959 = -2220751.087687
  nChanged 0
		SP:Iteration 53F (87018.490000 sec): 3 clusters
  Score: Raw -2224009.585646 + Penalty 3258.497959 = -2220751.087687
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87018.610000 sec): 2 clusters
  Score: Raw -378676.380720 + Penalty 1346.764254 = -377329.616466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87018.780000 sec): 3 clusters
  Score: Raw -376693.629772 + Penalty 2693.528509 = -374000.101264
  nChanged 1619
		SP:Iteration 1F (87018.940000 sec): 3 clusters
  Score: Raw -377689.500775 + Penalty 2693.528509 = -374995.972266
  nChanged 328
		SP:Iteration 2F (87019.150000 sec): 3 clusters
  Score: Raw -377924.548698 + Penalty 2693.528509 = -375231.020189
  nChanged 259
		SP:Iteration 3F (87019.390000 sec): 3 clusters
  Score: Raw -378136.846435 + Penalty 2693.528509 = -375443.317926
  nChanged 231
		SP:Iteration 4F (87019.650000 sec): 3 clusters
  Score: Raw -378307.562786 + Penalty 2693.528509 = -375614.034277
  nChanged 202
		SP:Iteration 5F (87019.830000 sec): 3 clusters
  Score: Raw -378466.738138 + Penalty 2693.528509 = -375773.209629
  nChanged 175
		SP:Iteration 6Q (87020.050000 sec): 3 clusters
  Score: Raw -378605.997381 + Penalty 2693.528509 = -375912.468872
  nChanged 150
		SP:Iteration 7Q (87020.260000 sec): 3 clusters
  Score: Raw -378716.146946 + Penalty 2693.528509 = -376022.618437
  nChanged 138
		SP:Iteration 8Q (87020.450000 sec): 3 clusters
  Score: Raw -378805.928564 + Penalty 2693.528509 = -376112.400055
  nChanged 129
		SP:Iteration 9Q (87020.660000 sec): 3 clusters
  Score: Raw -378896.537186 + Penalty 2693.528509 = -376203.008678
  nChanged 110
		SP:Iteration 10Q (87020.870000 sec): 3 clusters
  Score: Raw -378957.318836 + Penalty 2693.528509 = -376263.790327
  nChanged 87
		SP:Iteration 11Q (87021.110000 sec): 3 clusters
  Score: Raw -378994.462849 + Penalty 2693.528509 = -376300.934340
  nChanged 69
		SP:Iteration 12Q (87021.350000 sec): 3 clusters
  Score: Raw -379026.499652 + Penalty 2693.528509 = -376332.971144
  nChanged 50
		SP:Iteration 13Q (87021.580000 sec): 3 clusters
  Score: Raw -379045.594519 + Penalty 2693.528509 = -376352.066010
  nChanged 38
		SP:Iteration 14Q (87021.820000 sec): 3 clusters
  Score: Raw -379058.317429 + Penalty 2693.528509 = -376364.788920
  nChanged 28
		SP:Iteration 15Q (87022.030000 sec): 3 clusters
  Score: Raw -379073.749428 + Penalty 2693.528509 = -376380.220919
  nChanged 32
		SP:Iteration 16Q (87022.210000 sec): 3 clusters
  Score: Raw -379085.839571 + Penalty 2693.528509 = -376392.311062
  nChanged 28
		SP:Iteration 17Q (87022.410000 sec): 3 clusters
  Score: Raw -379094.050004 + Penalty 2693.528509 = -376400.521496
  nChanged 17
		SP:Iteration 18Q (87022.600000 sec): 3 clusters
  Score: Raw -379099.380415 + Penalty 2693.528509 = -376405.851907
  nChanged 15
		SP:Iteration 19Q (87022.800000 sec): 3 clusters
  Score: Raw -379103.062260 + Penalty 2693.528509 = -376409.533752
  nChanged 14
		SP:Iteration 20F (87023.040000 sec): 3 clusters
  Score: Raw -379106.394755 + Penalty 2693.528509 = -376412.866246
  nChanged 7
		SP:Iteration 21Q (87023.250000 sec): 3 clusters
  Score: Raw -379108.052991 + Penalty 2693.528509 = -376414.524483
  nChanged 3
		SP:Iteration 22Q (87023.510000 sec): 3 clusters
  Score: Raw -379108.639625 + Penalty 2693.528509 = -376415.111116
  nChanged 1
		SP:Iteration 23Q (87023.740000 sec): 3 clusters
  Score: Raw -379108.787187 + Penalty 2693.528509 = -376415.258678
  nChanged 0
		SP:Iteration 24F (87023.920000 sec): 3 clusters
  Score: Raw -379108.787187 + Penalty 2693.528509 = -376415.258678
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87024.120000 sec): 2 clusters
  Score: Raw -714848.003987 + Penalty 1442.438489 = -713405.565497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87024.330000 sec): 3 clusters
  Score: Raw -710888.963430 + Penalty 2884.876979 = -708004.086451
  nChanged 3028
		SP:Iteration 1F (87024.620000 sec): 3 clusters
  Score: Raw -712495.610314 + Penalty 2884.876979 = -709610.733335
  nChanged 500
		SP:Iteration 2F (87024.850000 sec): 3 clusters
  Score: Raw -712733.277841 + Penalty 2884.876979 = -709848.400862
  nChanged 394
		SP:Iteration 3F (87025.070000 sec): 3 clusters
  Score: Raw -712891.096390 + Penalty 2884.876979 = -710006.219411
  nChanged 305
		SP:Iteration 4Q (87025.320000 sec): 3 clusters
  Score: Raw -713010.916611 + Penalty 2884.876979 = -710126.039633
  nChanged 256
		SP:Iteration 5Q (87025.540000 sec): 3 clusters
  Score: Raw -713114.461169 + Penalty 2884.876979 = -710229.584190
  nChanged 256
		SP:Iteration 6Q (87025.790000 sec): 3 clusters
  Score: Raw -713228.186564 + Penalty 2884.876979 = -710343.309585
  nChanged 272
		SP:Iteration 7Q (87026.040000 sec): 3 clusters
  Score: Raw -713356.088726 + Penalty 2884.876979 = -710471.211747
  nChanged 267
		SP:Iteration 8Q (87026.260000 sec): 3 clusters
  Score: Raw -713485.850547 + Penalty 2884.876979 = -710600.973568
  nChanged 283
		SP:Iteration 9Q (87026.490000 sec): 3 clusters
  Score: Raw -713637.606299 + Penalty 2884.876979 = -710752.729320
  nChanged 291
		SP:Iteration 10Q (87026.750000 sec): 3 clusters
  Score: Raw -713815.590790 + Penalty 2884.876979 = -710930.713811
  nChanged 310
		SP:Iteration 11Q (87027.000000 sec): 3 clusters
  Score: Raw -714015.632505 + Penalty 2884.876979 = -711130.755526
  nChanged 306
		SP:Iteration 12Q (87027.200000 sec): 3 clusters
  Score: Raw -714245.752253 + Penalty 2884.876979 = -711360.875274
  nChanged 276
		SP:Iteration 13Q (87027.430000 sec): 3 clusters
  Score: Raw -714470.986573 + Penalty 2884.876979 = -711586.109594
  nChanged 239
		SP:Iteration 14Q (87027.640000 sec): 3 clusters
  Score: Raw -714655.859959 + Penalty 2884.876979 = -711770.982980
  nChanged 193
		SP:Iteration 15Q (87027.820000 sec): 3 clusters
  Score: Raw -714825.581198 + Penalty 2884.876979 = -711940.704219
  nChanged 160
		SP:Iteration 16Q (87028.050000 sec): 3 clusters
  Score: Raw -714958.021804 + Penalty 2884.876979 = -712073.144825
  nChanged 111
		SP:Iteration 17Q (87028.280000 sec): 3 clusters
  Score: Raw -715034.544667 + Penalty 2884.876979 = -712149.667688
  nChanged 72
		SP:Iteration 18Q (87028.480000 sec): 3 clusters
  Score: Raw -715080.891606 + Penalty 2884.876979 = -712196.014627
  nChanged 45
		SP:Iteration 19Q (87028.660000 sec): 3 clusters
  Score: Raw -715110.716655 + Penalty 2884.876979 = -712225.839676
  nChanged 32
		SP:Iteration 20F (87028.860000 sec): 3 clusters
  Score: Raw -715136.645739 + Penalty 2884.876979 = -712251.768760
  nChanged 28
		SP:Iteration 21Q (87029.100000 sec): 3 clusters
  Score: Raw -715157.900893 + Penalty 2884.876979 = -712273.023914
  nChanged 20
		SP:Iteration 22Q (87029.280000 sec): 3 clusters
  Score: Raw -715170.321700 + Penalty 2884.876979 = -712285.444722
  nChanged 20
		SP:Iteration 23Q (87029.460000 sec): 3 clusters
  Score: Raw -715182.163671 + Penalty 2884.876979 = -712297.286692
  nChanged 14
		SP:Iteration 24Q (87029.720000 sec): 3 clusters
  Score: Raw -715189.143452 + Penalty 2884.876979 = -712304.266473
  nChanged 10
		SP:Iteration 25Q (87029.990000 sec): 3 clusters
  Score: Raw -715192.564482 + Penalty 2884.876979 = -712307.687503
  nChanged 4
		SP:Iteration 26Q (87030.200000 sec): 3 clusters
  Score: Raw -715194.766798 + Penalty 2884.876979 = -712309.889819
  nChanged 3
		SP:Iteration 27Q (87030.430000 sec): 3 clusters
  Score: Raw -715196.195550 + Penalty 2884.876979 = -712311.318571
  nChanged 3
		SP:Iteration 28Q (87030.680000 sec): 3 clusters
  Score: Raw -715197.902288 + Penalty 2884.876979 = -712313.025309
  nChanged 2
		SP:Iteration 29Q (87030.870000 sec): 3 clusters
  Score: Raw -715198.725616 + Penalty 2884.876979 = -712313.848637
  nChanged 1
		SP:Iteration 30Q (87031.080000 sec): 3 clusters
  Score: Raw -715199.775250 + Penalty 2884.876979 = -712314.898272
  nChanged 2
		SP:Iteration 31Q (87031.260000 sec): 3 clusters
  Score: Raw -715200.701274 + Penalty 2884.876979 = -712315.824295
  nChanged 1
		SP:Iteration 32Q (87031.490000 sec): 3 clusters
  Score: Raw -715200.969459 + Penalty 2884.876979 = -712316.092480
  nChanged 0
		SP:Iteration 33F (87031.700000 sec): 3 clusters
  Score: Raw -715200.969459 + Penalty 2884.876979 = -712316.092480
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87031.910000 sec): 2 clusters
  Score: Raw -1525571.911283 + Penalty 1556.081452 = -1524015.829832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87032.210000 sec): 3 clusters
  Score: Raw -1517119.272749 + Penalty 3112.162903 = -1514007.109846
  nChanged 6433
		SP:Iteration 1F (87032.460000 sec): 3 clusters
  Score: Raw -1520523.358859 + Penalty 3112.162903 = -1517411.195956
  nChanged 784
		SP:Iteration 2F (87032.740000 sec): 3 clusters
  Score: Raw -1520842.806426 + Penalty 3112.162903 = -1517730.643523
  nChanged 723
		SP:Iteration 3F (87033.020000 sec): 3 clusters
  Score: Raw -1521105.749885 + Penalty 3112.162903 = -1517993.586982
  nChanged 669
		SP:Iteration 4Q (87033.280000 sec): 3 clusters
  Score: Raw -1521387.493623 + Penalty 3112.162903 = -1518275.330720
  nChanged 709
		SP:Iteration 5Q (87033.520000 sec): 3 clusters
  Score: Raw -1521765.480853 + Penalty 3112.162903 = -1518653.317950
  nChanged 771
		SP:Iteration 6F (87033.740000 sec): 3 clusters
  Score: Raw -1522226.984922 + Penalty 3112.162903 = -1519114.822019
  nChanged 856
		SP:Iteration 7F (87034.040000 sec): 3 clusters
  Score: Raw -1522820.375759 + Penalty 3112.162903 = -1519708.212856
  nChanged 934
		SP:Iteration 8F (87034.270000 sec): 3 clusters
  Score: Raw -1523441.010880 + Penalty 3112.162903 = -1520328.847976
  nChanged 822
		SP:Iteration 9F (87034.520000 sec): 3 clusters
  Score: Raw -1523920.455836 + Penalty 3112.162903 = -1520808.292933
  nChanged 643
		SP:Iteration 10Q (87034.740000 sec): 3 clusters
  Score: Raw -1524210.331836 + Penalty 3112.162903 = -1521098.168933
  nChanged 448
		SP:Iteration 11Q (87034.990000 sec): 3 clusters
  Score: Raw -1524369.505077 + Penalty 3112.162903 = -1521257.342174
  nChanged 304
		SP:Iteration 12Q (87035.240000 sec): 3 clusters
  Score: Raw -1524450.533224 + Penalty 3112.162903 = -1521338.370321
  nChanged 205
		SP:Iteration 13Q (87035.470000 sec): 3 clusters
  Score: Raw -1524492.322930 + Penalty 3112.162903 = -1521380.160027
  nChanged 144
		SP:Iteration 14Q (87035.690000 sec): 3 clusters
  Score: Raw -1524517.087520 + Penalty 3112.162903 = -1521404.924617
  nChanged 130
		SP:Iteration 15Q (87035.910000 sec): 3 clusters
  Score: Raw -1524543.347109 + Penalty 3112.162903 = -1521431.184206
  nChanged 112
		SP:Iteration 16Q (87036.130000 sec): 3 clusters
  Score: Raw -1524560.363889 + Penalty 3112.162903 = -1521448.200985
  nChanged 92
		SP:Iteration 17Q (87036.330000 sec): 3 clusters
  Score: Raw -1524573.575859 + Penalty 3112.162903 = -1521461.412956
  nChanged 83
		SP:Iteration 18Q (87036.540000 sec): 3 clusters
  Score: Raw -1524584.852777 + Penalty 3112.162903 = -1521472.689874
  nChanged 70
		SP:Iteration 19Q (87036.750000 sec): 3 clusters
  Score: Raw -1524594.493545 + Penalty 3112.162903 = -1521482.330642
  nChanged 76
		SP:Iteration 20F (87036.970000 sec): 3 clusters
  Score: Raw -1524603.547929 + Penalty 3112.162903 = -1521491.385026
  nChanged 84
		SP:Iteration 21Q (87037.210000 sec): 3 clusters
  Score: Raw -1524615.192810 + Penalty 3112.162903 = -1521503.029907
  nChanged 80
		SP:Iteration 22Q (87037.430000 sec): 3 clusters
  Score: Raw -1524626.940331 + Penalty 3112.162903 = -1521514.777428
  nChanged 77
		SP:Iteration 23Q (87037.670000 sec): 3 clusters
  Score: Raw -1524637.475582 + Penalty 3112.162903 = -1521525.312679
  nChanged 77
		SP:Iteration 24Q (87037.910000 sec): 3 clusters
  Score: Raw -1524650.219340 + Penalty 3112.162903 = -1521538.056437
  nChanged 106
		SP:Iteration 25Q (87038.140000 sec): 3 clusters
  Score: Raw -1524669.124397 + Penalty 3112.162903 = -1521556.961494
  nChanged 114
		SP:Iteration 26Q (87038.340000 sec): 3 clusters
  Score: Raw -1524690.791740 + Penalty 3112.162903 = -1521578.628837
  nChanged 115
		SP:Iteration 27Q (87038.540000 sec): 3 clusters
  Score: Raw -1524713.120563 + Penalty 3112.162903 = -1521600.957660
  nChanged 115
		SP:Iteration 28Q (87038.790000 sec): 3 clusters
  Score: Raw -1524732.733637 + Penalty 3112.162903 = -1521620.570733
  nChanged 117
		SP:Iteration 29Q (87039.010000 sec): 3 clusters
  Score: Raw -1524753.304730 + Penalty 3112.162903 = -1521641.141827
  nChanged 138
		SP:Iteration 30Q (87039.220000 sec): 3 clusters
  Score: Raw -1524779.772573 + Penalty 3112.162903 = -1521667.609670
  nChanged 160
		SP:Iteration 31Q (87039.460000 sec): 3 clusters
  Score: Raw -1524811.855928 + Penalty 3112.162903 = -1521699.693025
  nChanged 162
		SP:Iteration 32Q (87039.690000 sec): 3 clusters
  Score: Raw -1524847.167742 + Penalty 3112.162903 = -1521735.004839
  nChanged 158
		SP:Iteration 33Q (87039.870000 sec): 3 clusters
  Score: Raw -1524878.454748 + Penalty 3112.162903 = -1521766.291845
  nChanged 165
		SP:Iteration 34Q (87040.070000 sec): 3 clusters
  Score: Raw -1524911.161291 + Penalty 3112.162903 = -1521798.998388
  nChanged 147
		SP:Iteration 35Q (87040.280000 sec): 3 clusters
  Score: Raw -1524940.082323 + Penalty 3112.162903 = -1521827.919420
  nChanged 148
		SP:Iteration 36Q (87040.540000 sec): 3 clusters
  Score: Raw -1524968.388026 + Penalty 3112.162903 = -1521856.225123
  nChanged 147
		SP:Iteration 37Q (87040.780000 sec): 3 clusters
  Score: Raw -1525000.462977 + Penalty 3112.162903 = -1521888.300074
  nChanged 149
		SP:Iteration 38Q (87041.000000 sec): 3 clusters
  Score: Raw -1525034.712665 + Penalty 3112.162903 = -1521922.549762
  nChanged 139
		SP:Iteration 39Q (87041.230000 sec): 3 clusters
  Score: Raw -1525063.168961 + Penalty 3112.162903 = -1521951.006058
  nChanged 141
		SP:Iteration 40F (87041.470000 sec): 3 clusters
  Score: Raw -1525092.215416 + Penalty 3112.162903 = -1521980.052512
  nChanged 158
		SP:Iteration 41Q (87041.690000 sec): 3 clusters
  Score: Raw -1525121.840326 + Penalty 3112.162903 = -1522009.677423
  nChanged 149
		SP:Iteration 42Q (87041.930000 sec): 3 clusters
  Score: Raw -1525152.008274 + Penalty 3112.162903 = -1522039.845370
  nChanged 139
		SP:Iteration 43Q (87042.200000 sec): 3 clusters
  Score: Raw -1525179.530415 + Penalty 3112.162903 = -1522067.367512
  nChanged 120
		SP:Iteration 44Q (87042.420000 sec): 3 clusters
  Score: Raw -1525203.203677 + Penalty 3112.162903 = -1522091.040773
  nChanged 137
		SP:Iteration 45Q (87042.660000 sec): 3 clusters
  Score: Raw -1525230.883179 + Penalty 3112.162903 = -1522118.720276
  nChanged 137
		SP:Iteration 46Q (87042.910000 sec): 3 clusters
  Score: Raw -1525256.341814 + Penalty 3112.162903 = -1522144.178911
  nChanged 115
		SP:Iteration 47Q (87043.140000 sec): 3 clusters
  Score: Raw -1525277.891358 + Penalty 3112.162903 = -1522165.728455
  nChanged 121
		SP:Iteration 48Q (87043.350000 sec): 3 clusters
  Score: Raw -1525300.874193 + Penalty 3112.162903 = -1522188.711290
  nChanged 100
		SP:Iteration 49Q (87043.650000 sec): 3 clusters
  Score: Raw -1525321.533418 + Penalty 3112.162903 = -1522209.370515
  nChanged 100
		SP:Iteration 50Q (87043.890000 sec): 3 clusters
  Score: Raw -1525340.554102 + Penalty 3112.162903 = -1522228.391198
  nChanged 110
		SP:Iteration 51Q (87044.150000 sec): 3 clusters
  Score: Raw -1525364.307143 + Penalty 3112.162903 = -1522252.144240
  nChanged 116
		SP:Iteration 52Q (87044.370000 sec): 3 clusters
  Score: Raw -1525386.068308 + Penalty 3112.162903 = -1522273.905405
  nChanged 115
		SP:Iteration 53Q (87044.640000 sec): 3 clusters
  Score: Raw -1525410.127865 + Penalty 3112.162903 = -1522297.964961
  nChanged 127
		SP:Iteration 54Q (87044.860000 sec): 3 clusters
  Score: Raw -1525438.145389 + Penalty 3112.162903 = -1522325.982485
  nChanged 134
		SP:Iteration 55Q (87045.110000 sec): 3 clusters
  Score: Raw -1525470.137948 + Penalty 3112.162903 = -1522357.975045
  nChanged 141
		SP:Iteration 56Q (87045.350000 sec): 3 clusters
  Score: Raw -1525504.149807 + Penalty 3112.162903 = -1522391.986903
  nChanged 119
		SP:Iteration 57Q (87045.580000 sec): 3 clusters
  Score: Raw -1525529.811977 + Penalty 3112.162903 = -1522417.649074
  nChanged 105
		SP:Iteration 58Q (87045.860000 sec): 3 clusters
  Score: Raw -1525553.834498 + Penalty 3112.162903 = -1522441.671595
  nChanged 109
		SP:Iteration 59Q (87046.100000 sec): 3 clusters
  Score: Raw -1525578.182734 + Penalty 3112.162903 = -1522466.019830
  nChanged 106
		SP:Iteration 60F (87046.440000 sec): 3 clusters
  Score: Raw -1525600.067342 + Penalty 3112.162903 = -1522487.904438
  nChanged 100
		SP:Iteration 61Q (87046.690000 sec): 3 clusters
  Score: Raw -1525622.630371 + Penalty 3112.162903 = -1522510.467468
  nChanged 93
		SP:Iteration 62Q (87046.890000 sec): 3 clusters
  Score: Raw -1525643.734260 + Penalty 3112.162903 = -1522531.571357
  nChanged 95
		SP:Iteration 63Q (87047.120000 sec): 3 clusters
  Score: Raw -1525666.982712 + Penalty 3112.162903 = -1522554.819808
  nChanged 88
		SP:Iteration 64Q (87047.420000 sec): 3 clusters
  Score: Raw -1525686.129678 + Penalty 3112.162903 = -1522573.966775
  nChanged 78
		SP:Iteration 65Q (87047.630000 sec): 3 clusters
  Score: Raw -1525704.165785 + Penalty 3112.162903 = -1522592.002882
  nChanged 82
		SP:Iteration 66Q (87047.850000 sec): 3 clusters
  Score: Raw -1525723.344605 + Penalty 3112.162903 = -1522611.181701
  nChanged 70
		SP:Iteration 67Q (87048.120000 sec): 3 clusters
  Score: Raw -1525738.693366 + Penalty 3112.162903 = -1522626.530463
  nChanged 60
		SP:Iteration 68Q (87048.330000 sec): 3 clusters
  Score: Raw -1525750.555169 + Penalty 3112.162903 = -1522638.392266
  nChanged 61
		SP:Iteration 69Q (87048.540000 sec): 3 clusters
  Score: Raw -1525763.806857 + Penalty 3112.162903 = -1522651.643954
  nChanged 65
		SP:Iteration 70Q (87048.780000 sec): 3 clusters
  Score: Raw -1525778.614827 + Penalty 3112.162903 = -1522666.451924
  nChanged 63
		SP:Iteration 71Q (87049.000000 sec): 3 clusters
  Score: Raw -1525793.940157 + Penalty 3112.162903 = -1522681.777254
  nChanged 61
		SP:Iteration 72Q (87049.220000 sec): 3 clusters
  Score: Raw -1525809.397196 + Penalty 3112.162903 = -1522697.234292
  nChanged 59
		SP:Iteration 73Q (87049.440000 sec): 3 clusters
  Score: Raw -1525825.798656 + Penalty 3112.162903 = -1522713.635753
  nChanged 52
		SP:Iteration 74Q (87049.670000 sec): 3 clusters
  Score: Raw -1525838.687012 + Penalty 3112.162903 = -1522726.524109
  nChanged 46
		SP:Iteration 75Q (87049.920000 sec): 3 clusters
  Score: Raw -1525849.577851 + Penalty 3112.162903 = -1522737.414948
  nChanged 46
		SP:Iteration 76Q (87050.200000 sec): 3 clusters
  Score: Raw -1525860.827806 + Penalty 3112.162903 = -1522748.664902
  nChanged 41
		SP:Iteration 77Q (87050.450000 sec): 3 clusters
  Score: Raw -1525869.132453 + Penalty 3112.162903 = -1522756.969550
  nChanged 41
		SP:Iteration 78Q (87050.670000 sec): 3 clusters
  Score: Raw -1525877.834290 + Penalty 3112.162903 = -1522765.671386
  nChanged 42
		SP:Iteration 79Q (87050.920000 sec): 3 clusters
  Score: Raw -1525886.874991 + Penalty 3112.162903 = -1522774.712088
  nChanged 48
		SP:Iteration 80F (87051.190000 sec): 3 clusters
  Score: Raw -1525899.137281 + Penalty 3112.162903 = -1522786.974377
  nChanged 38
		SP:Iteration 81Q (87051.410000 sec): 3 clusters
  Score: Raw -1525907.156514 + Penalty 3112.162903 = -1522794.993610
  nChanged 37
		SP:Iteration 82Q (87051.710000 sec): 3 clusters
  Score: Raw -1525916.971973 + Penalty 3112.162903 = -1522804.809069
  nChanged 36
		SP:Iteration 83Q (87051.960000 sec): 3 clusters
  Score: Raw -1525925.239774 + Penalty 3112.162903 = -1522813.076871
  nChanged 26
		SP:Iteration 84Q (87052.200000 sec): 3 clusters
  Score: Raw -1525930.277203 + Penalty 3112.162903 = -1522818.114300
  nChanged 21
		SP:Iteration 85Q (87052.480000 sec): 3 clusters
  Score: Raw -1525934.728331 + Penalty 3112.162903 = -1522822.565428
  nChanged 24
		SP:Iteration 86Q (87052.690000 sec): 3 clusters
  Score: Raw -1525940.480445 + Penalty 3112.162903 = -1522828.317541
  nChanged 25
		SP:Iteration 87Q (87052.880000 sec): 3 clusters
  Score: Raw -1525947.466631 + Penalty 3112.162903 = -1522835.303728
  nChanged 28
		SP:Iteration 88Q (87053.120000 sec): 3 clusters
  Score: Raw -1525955.071114 + Penalty 3112.162903 = -1522842.908210
  nChanged 20
		SP:Iteration 89Q (87053.420000 sec): 3 clusters
  Score: Raw -1525959.752160 + Penalty 3112.162903 = -1522847.589257
  nChanged 15
		SP:Iteration 90Q (87053.640000 sec): 3 clusters
  Score: Raw -1525963.472233 + Penalty 3112.162903 = -1522851.309330
  nChanged 19
		SP:Iteration 91Q (87053.930000 sec): 3 clusters
  Score: Raw -1525968.375930 + Penalty 3112.162903 = -1522856.213027
  nChanged 20
		SP:Iteration 92Q (87054.180000 sec): 3 clusters
  Score: Raw -1525973.309049 + Penalty 3112.162903 = -1522861.146146
  nChanged 17
		SP:Iteration 93Q (87054.480000 sec): 3 clusters
  Score: Raw -1525977.595446 + Penalty 3112.162903 = -1522865.432543
  nChanged 16
		SP:Iteration 94Q (87054.740000 sec): 3 clusters
  Score: Raw -1525981.116945 + Penalty 3112.162903 = -1522868.954041
  nChanged 10
		SP:Iteration 95Q (87054.980000 sec): 3 clusters
  Score: Raw -1525983.610091 + Penalty 3112.162903 = -1522871.447188
  nChanged 9
		SP:Iteration 96Q (87055.290000 sec): 3 clusters
  Score: Raw -1525985.685980 + Penalty 3112.162903 = -1522873.523077
  nChanged 6
		SP:Iteration 97Q (87055.590000 sec): 3 clusters
  Score: Raw -1525986.943587 + Penalty 3112.162903 = -1522874.780684
  nChanged 9
		SP:Iteration 98Q (87055.800000 sec): 3 clusters
  Score: Raw -1525989.611077 + Penalty 3112.162903 = -1522877.448174
  nChanged 8
		SP:Iteration 99Q (87056.050000 sec): 3 clusters
  Score: Raw -1525991.379704 + Penalty 3112.162903 = -1522879.216801
  nChanged 9
		SP:Iteration 100F (87056.320000 sec): 3 clusters
  Score: Raw -1525993.423985 + Penalty 3112.162903 = -1522881.261082
  nChanged 8
		SP:Iteration 101Q (87056.520000 sec): 3 clusters
  Score: Raw -1525995.297597 + Penalty 3112.162903 = -1522883.134694
  nChanged 5
		SP:Iteration 102Q (87056.780000 sec): 3 clusters
  Score: Raw -1525996.192117 + Penalty 3112.162903 = -1522884.029214
  nChanged 5
		SP:Iteration 103Q (87057.030000 sec): 3 clusters
  Score: Raw -1525997.423409 + Penalty 3112.162903 = -1522885.260505
  nChanged 6
		SP:Iteration 104Q (87057.310000 sec): 3 clusters
  Score: Raw -1525998.485225 + Penalty 3112.162903 = -1522886.322322
  nChanged 5
		SP:Iteration 105Q (87057.560000 sec): 3 clusters
  Score: Raw -1525999.579982 + Penalty 3112.162903 = -1522887.417079
  nChanged 3
		SP:Iteration 106Q (87057.820000 sec): 3 clusters
  Score: Raw -1526000.206455 + Penalty 3112.162903 = -1522888.043552
  nChanged 5
		SP:Iteration 107Q (87058.040000 sec): 3 clusters
  Score: Raw -1526001.633082 + Penalty 3112.162903 = -1522889.470178
  nChanged 7
		SP:Iteration 108Q (87058.260000 sec): 3 clusters
  Score: Raw -1526003.303246 + Penalty 3112.162903 = -1522891.140343
  nChanged 7
		SP:Iteration 109Q (87058.510000 sec): 3 clusters
  Score: Raw -1526004.517882 + Penalty 3112.162903 = -1522892.354979
  nChanged 7
		SP:Iteration 110Q (87058.760000 sec): 3 clusters
  Score: Raw -1526005.673861 + Penalty 3112.162903 = -1522893.510958
  nChanged 6
		SP:Iteration 111Q (87059.060000 sec): 3 clusters
  Score: Raw -1526006.825682 + Penalty 3112.162903 = -1522894.662779
  nChanged 9
		SP:Iteration 112Q (87059.300000 sec): 3 clusters
  Score: Raw -1526008.648141 + Penalty 3112.162903 = -1522896.485238
  nChanged 7
		SP:Iteration 113Q (87059.560000 sec): 3 clusters
  Score: Raw -1526010.051915 + Penalty 3112.162903 = -1522897.889011
  nChanged 10
		SP:Iteration 114Q (87059.820000 sec): 3 clusters
  Score: Raw -1526012.272792 + Penalty 3112.162903 = -1522900.109888
  nChanged 11
		SP:Iteration 115Q (87060.100000 sec): 3 clusters
  Score: Raw -1526015.190201 + Penalty 3112.162903 = -1522903.027298
  nChanged 9
		SP:Iteration 116Q (87060.300000 sec): 3 clusters
  Score: Raw -1526017.582613 + Penalty 3112.162903 = -1522905.419710
  nChanged 7
		SP:Iteration 117Q (87060.600000 sec): 3 clusters
  Score: Raw -1526019.215168 + Penalty 3112.162903 = -1522907.052265
  nChanged 6
		SP:Iteration 118Q (87060.860000 sec): 3 clusters
  Score: Raw -1526020.106001 + Penalty 3112.162903 = -1522907.943098
  nChanged 6
		SP:Iteration 119Q (87061.140000 sec): 3 clusters
  Score: Raw -1526021.245184 + Penalty 3112.162903 = -1522909.082281
  nChanged 3
		SP:Iteration 120F (87061.380000 sec): 3 clusters
  Score: Raw -1526021.847584 + Penalty 3112.162903 = -1522909.684681
  nChanged 5
		SP:Iteration 121Q (87061.580000 sec): 3 clusters
  Score: Raw -1526023.071453 + Penalty 3112.162903 = -1522910.908549
  nChanged 4
		SP:Iteration 122Q (87061.810000 sec): 3 clusters
  Score: Raw -1526023.729825 + Penalty 3112.162903 = -1522911.566922
  nChanged 2
		SP:Iteration 123Q (87062.060000 sec): 3 clusters
  Score: Raw -1526023.949082 + Penalty 3112.162903 = -1522911.786178
  nChanged 1
		SP:Iteration 124Q (87062.290000 sec): 3 clusters
  Score: Raw -1526024.022194 + Penalty 3112.162903 = -1522911.859291
  nChanged 0
		SP:Iteration 125F (87062.580000 sec): 3 clusters
  Score: Raw -1526024.022194 + Penalty 3112.162903 = -1522911.859291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (16367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87062.720000 sec): 2 clusters
  Score: Raw -1822264.886813 + Penalty 1576.741139 = -1820688.145675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87062.950000 sec): 3 clusters
  Score: Raw -1812596.802339 + Penalty 3153.482277 = -1809443.320061
  nChanged 7252
		SP:Iteration 1F (87063.200000 sec): 3 clusters
  Score: Raw -1816455.440359 + Penalty 3153.482277 = -1813301.958081
  nChanged 781
		SP:Iteration 2Q (87063.530000 sec): 3 clusters
  Score: Raw -1816685.177112 + Penalty 3153.482277 = -1813531.694835
  nChanged 618
		SP:Iteration 3Q (87063.750000 sec): 3 clusters
  Score: Raw -1816844.314856 + Penalty 3153.482277 = -1813690.832578
  nChanged 513
		SP:Iteration 4Q (87064.040000 sec): 3 clusters
  Score: Raw -1816963.262913 + Penalty 3153.482277 = -1813809.780636
  nChanged 425
		SP:Iteration 5Q (87064.270000 sec): 3 clusters
  Score: Raw -1817061.728546 + Penalty 3153.482277 = -1813908.246269
  nChanged 392
		SP:Iteration 6Q (87064.580000 sec): 3 clusters
  Score: Raw -1817161.477209 + Penalty 3153.482277 = -1814007.994932
  nChanged 413
		SP:Iteration 7Q (87064.820000 sec): 3 clusters
  Score: Raw -1817273.148308 + Penalty 3153.482277 = -1814119.666031
  nChanged 418
		SP:Iteration 8Q (87065.080000 sec): 3 clusters
  Score: Raw -1817395.533095 + Penalty 3153.482277 = -1814242.050818
  nChanged 413
		SP:Iteration 9Q (87065.350000 sec): 3 clusters
  Score: Raw -1817524.243056 + Penalty 3153.482277 = -1814370.760779
  nChanged 459
		SP:Iteration 10Q (87065.620000 sec): 3 clusters
  Score: Raw -1817692.928795 + Penalty 3153.482277 = -1814539.446518
  nChanged 541
		SP:Iteration 11Q (87065.880000 sec): 3 clusters
  Score: Raw -1817937.820130 + Penalty 3153.482277 = -1814784.337853
  nChanged 661
		SP:Iteration 12Q (87066.120000 sec): 3 clusters
  Score: Raw -1818320.430373 + Penalty 3153.482277 = -1815166.948095
  nChanged 792
		SP:Iteration 13Q (87066.380000 sec): 3 clusters
  Score: Raw -1818862.008070 + Penalty 3153.482277 = -1815708.525793
  nChanged 859
		SP:Iteration 14F (87066.680000 sec): 3 clusters
  Score: Raw -1819517.192512 + Penalty 3153.482277 = -1816363.710235
  nChanged 826
		SP:Iteration 15F (87066.920000 sec): 3 clusters
  Score: Raw -1820167.382380 + Penalty 3153.482277 = -1817013.900103
  nChanged 705
		SP:Iteration 16Q (87067.220000 sec): 3 clusters
  Score: Raw -1820708.785432 + Penalty 3153.482277 = -1817555.303155
  nChanged 603
		SP:Iteration 17Q (87067.480000 sec): 3 clusters
  Score: Raw -1821191.410723 + Penalty 3153.482277 = -1818037.928446
  nChanged 485
		SP:Iteration 18Q (87067.760000 sec): 3 clusters
  Score: Raw -1821587.989852 + Penalty 3153.482277 = -1818434.507575
  nChanged 360
		SP:Iteration 19Q (87068.000000 sec): 3 clusters
  Score: Raw -1821890.661910 + Penalty 3153.482277 = -1818737.179633
  nChanged 242
		SP:Iteration 20F (87068.320000 sec): 3 clusters
  Score: Raw -1822087.683992 + Penalty 3153.482277 = -1818934.201715
  nChanged 149
		SP:Iteration 21Q (87068.590000 sec): 3 clusters
  Score: Raw -1822212.186892 + Penalty 3153.482277 = -1819058.704615
  nChanged 101
		SP:Iteration 22Q (87068.830000 sec): 3 clusters
  Score: Raw -1822298.906607 + Penalty 3153.482277 = -1819145.424330
  nChanged 54
		SP:Iteration 23Q (87069.090000 sec): 3 clusters
  Score: Raw -1822347.801298 + Penalty 3153.482277 = -1819194.319021
  nChanged 44
		SP:Iteration 24Q (87069.300000 sec): 3 clusters
  Score: Raw -1822390.260027 + Penalty 3153.482277 = -1819236.777750
  nChanged 30
		SP:Iteration 25Q (87069.550000 sec): 3 clusters
  Score: Raw -1822417.579193 + Penalty 3153.482277 = -1819264.096916
  nChanged 18
		SP:Iteration 26Q (87069.780000 sec): 3 clusters
  Score: Raw -1822433.811489 + Penalty 3153.482277 = -1819280.329212
  nChanged 9
		SP:Iteration 27Q (87070.000000 sec): 3 clusters
  Score: Raw -1822440.373085 + Penalty 3153.482277 = -1819286.890808
  nChanged 4
		SP:Iteration 28Q (87070.240000 sec): 3 clusters
  Score: Raw -1822446.382686 + Penalty 3153.482277 = -1819292.900409
  nChanged 6
		SP:Iteration 29Q (87070.480000 sec): 3 clusters
  Score: Raw -1822452.439546 + Penalty 3153.482277 = -1819298.957268
  nChanged 4
		SP:Iteration 30Q (87070.720000 sec): 3 clusters
  Score: Raw -1822455.124278 + Penalty 3153.482277 = -1819301.642001
  nChanged 1
		SP:Iteration 31Q (87071.000000 sec): 3 clusters
  Score: Raw -1822455.810759 + Penalty 3153.482277 = -1819302.328481
  nChanged 2
		SP:Iteration 32Q (87071.280000 sec): 3 clusters
  Score: Raw -1822459.027480 + Penalty 3153.482277 = -1819305.545203
  nChanged 3
		SP:Iteration 33Q (87071.620000 sec): 3 clusters
  Score: Raw -1822462.973095 + Penalty 3153.482277 = -1819309.490818
  nChanged 3
		SP:Iteration 34Q (87071.900000 sec): 3 clusters
  Score: Raw -1822465.668059 + Penalty 3153.482277 = -1819312.185782
  nChanged 2
		SP:Iteration 35Q (87072.260000 sec): 3 clusters
  Score: Raw -1822467.031811 + Penalty 3153.482277 = -1819313.549533
  nChanged 1
		SP:Iteration 36Q (87072.550000 sec): 3 clusters
  Score: Raw -1822468.178051 + Penalty 3153.482277 = -1819314.695774
  nChanged 2
		SP:Iteration 37Q (87072.850000 sec): 3 clusters
  Score: Raw -1822469.759406 + Penalty 3153.482277 = -1819316.277129
  nChanged 0
		SP:Iteration 38F (87073.120000 sec): 3 clusters
  Score: Raw -1822469.759406 + Penalty 3153.482277 = -1819316.277129
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87073.250000 sec): 2 clusters
  Score: Raw -373328.634924 + Penalty 1343.710584 = -371984.924340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87073.480000 sec): 3 clusters
  Score: Raw -371389.264926 + Penalty 2687.421168 = -368701.843757
  nChanged 1537
		SP:Iteration 1F (87073.700000 sec): 3 clusters
  Score: Raw -372354.292805 + Penalty 2687.421168 = -369666.871636
  nChanged 350
		SP:Iteration 2F (87073.870000 sec): 3 clusters
  Score: Raw -372697.784644 + Penalty 2687.421168 = -370010.363476
  nChanged 325
		SP:Iteration 3F (87074.080000 sec): 3 clusters
  Score: Raw -373057.158539 + Penalty 2687.421168 = -370369.737371
  nChanged 301
		SP:Iteration 4F (87074.290000 sec): 3 clusters
  Score: Raw -373385.400885 + Penalty 2687.421168 = -370697.979717
  nChanged 222
		SP:Iteration 5F (87074.500000 sec): 3 clusters
  Score: Raw -373575.566324 + Penalty 2687.421168 = -370888.145156
  nChanged 132
		SP:Iteration 6Q (87074.670000 sec): 3 clusters
  Score: Raw -373683.033988 + Penalty 2687.421168 = -370995.612820
  nChanged 115
		SP:Iteration 7Q (87074.850000 sec): 3 clusters
  Score: Raw -373769.496556 + Penalty 2687.421168 = -371082.075388
  nChanged 83
		SP:Iteration 8Q (87075.040000 sec): 3 clusters
  Score: Raw -373818.555720 + Penalty 2687.421168 = -371131.134552
  nChanged 69
		SP:Iteration 9Q (87075.230000 sec): 3 clusters
  Score: Raw -373854.094378 + Penalty 2687.421168 = -371166.673210
  nChanged 64
		SP:Iteration 10Q (87075.440000 sec): 3 clusters
  Score: Raw -373885.187408 + Penalty 2687.421168 = -371197.766240
  nChanged 47
		SP:Iteration 11Q (87075.630000 sec): 3 clusters
  Score: Raw -373908.293281 + Penalty 2687.421168 = -371220.872113
  nChanged 44
		SP:Iteration 12Q (87075.850000 sec): 3 clusters
  Score: Raw -373928.492313 + Penalty 2687.421168 = -371241.071145
  nChanged 28
		SP:Iteration 13Q (87076.140000 sec): 3 clusters
  Score: Raw -373938.206563 + Penalty 2687.421168 = -371250.785395
  nChanged 17
		SP:Iteration 14Q (87076.380000 sec): 3 clusters
  Score: Raw -373944.029178 + Penalty 2687.421168 = -371256.608010
  nChanged 14
		SP:Iteration 15Q (87076.550000 sec): 3 clusters
  Score: Raw -373947.932824 + Penalty 2687.421168 = -371260.511656
  nChanged 10
		SP:Iteration 16Q (87076.730000 sec): 3 clusters
  Score: Raw -373951.452088 + Penalty 2687.421168 = -371264.030920
  nChanged 4
		SP:Iteration 17Q (87076.890000 sec): 3 clusters
  Score: Raw -373952.227915 + Penalty 2687.421168 = -371264.806747
  nChanged 3
		SP:Iteration 18Q (87077.070000 sec): 3 clusters
  Score: Raw -373953.247552 + Penalty 2687.421168 = -371265.826384
  nChanged 6
		SP:Iteration 19Q (87077.230000 sec): 3 clusters
  Score: Raw -373955.660742 + Penalty 2687.421168 = -371268.239574
  nChanged 6
		SP:Iteration 20F (87077.410000 sec): 3 clusters
  Score: Raw -373957.739044 + Penalty 2687.421168 = -371270.317876
  nChanged 3
		SP:Iteration 21Q (87077.640000 sec): 3 clusters
  Score: Raw -373958.083916 + Penalty 2687.421168 = -371270.662748
  nChanged 1
		SP:Iteration 22Q (87077.810000 sec): 3 clusters
  Score: Raw -373958.288984 + Penalty 2687.421168 = -371270.867816
  nChanged 1
		SP:Iteration 23Q (87078.000000 sec): 3 clusters
  Score: Raw -373958.649344 + Penalty 2687.421168 = -371271.228176
  nChanged 2
		SP:Iteration 24Q (87078.200000 sec): 3 clusters
  Score: Raw -373959.033741 + Penalty 2687.421168 = -371271.612573
  nChanged 2
		SP:Iteration 25Q (87078.370000 sec): 3 clusters
  Score: Raw -373959.509305 + Penalty 2687.421168 = -371272.088137
  nChanged 1
		SP:Iteration 26Q (87078.550000 sec): 3 clusters
  Score: Raw -373959.764463 + Penalty 2687.421168 = -371272.343295
  nChanged 2
		SP:Iteration 27Q (87078.830000 sec): 3 clusters
  Score: Raw -373960.006934 + Penalty 2687.421168 = -371272.585766
  nChanged 0
		SP:Iteration 28F (87079.060000 sec): 3 clusters
  Score: Raw -373960.006934 + Penalty 2687.421168 = -371272.585766
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (12394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87079.220000 sec): 2 clusters
  Score: Raw -1314007.810844 + Penalty 1531.557262 = -1312476.253582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87079.490000 sec): 3 clusters
  Score: Raw -1306843.327751 + Penalty 3063.114523 = -1303780.213228
  nChanged 5367
		SP:Iteration 1F (87079.770000 sec): 3 clusters
  Score: Raw -1309822.233789 + Penalty 3063.114523 = -1306759.119266
  nChanged 803
		SP:Iteration 2F (87080.010000 sec): 3 clusters
  Score: Raw -1310242.351077 + Penalty 3063.114523 = -1307179.236554
  nChanged 724
		SP:Iteration 3F (87080.210000 sec): 3 clusters
  Score: Raw -1310681.979980 + Penalty 3063.114523 = -1307618.865457
  nChanged 727
		SP:Iteration 4F (87080.430000 sec): 3 clusters
  Score: Raw -1311165.917835 + Penalty 3063.114523 = -1308102.803312
  nChanged 710
		SP:Iteration 5F (87080.670000 sec): 3 clusters
  Score: Raw -1311732.888130 + Penalty 3063.114523 = -1308669.773607
  nChanged 748
		SP:Iteration 6F (87080.910000 sec): 3 clusters
  Score: Raw -1312482.003410 + Penalty 3063.114523 = -1309418.888887
  nChanged 735
		SP:Iteration 7F (87081.160000 sec): 3 clusters
  Score: Raw -1313280.587921 + Penalty 3063.114523 = -1310217.473398
  nChanged 619
		SP:Iteration 8Q (87081.430000 sec): 3 clusters
  Score: Raw -1313870.170283 + Penalty 3063.114523 = -1310807.055760
  nChanged 509
		SP:Iteration 9Q (87081.660000 sec): 3 clusters
  Score: Raw -1314235.914413 + Penalty 3063.114523 = -1311172.799890
  nChanged 362
		SP:Iteration 10Q (87081.910000 sec): 3 clusters
  Score: Raw -1314432.747634 + Penalty 3063.114523 = -1311369.633111
  nChanged 257
		SP:Iteration 11Q (87082.250000 sec): 3 clusters
  Score: Raw -1314563.187258 + Penalty 3063.114523 = -1311500.072735
  nChanged 209
		SP:Iteration 12Q (87082.500000 sec): 3 clusters
  Score: Raw -1314650.731803 + Penalty 3063.114523 = -1311587.617280
  nChanged 162
		SP:Iteration 13Q (87082.720000 sec): 3 clusters
  Score: Raw -1314705.728159 + Penalty 3063.114523 = -1311642.613635
  nChanged 120
		SP:Iteration 14Q (87082.980000 sec): 3 clusters
  Score: Raw -1314739.233182 + Penalty 3063.114523 = -1311676.118659
  nChanged 100
		SP:Iteration 15Q (87083.230000 sec): 3 clusters
  Score: Raw -1314769.997543 + Penalty 3063.114523 = -1311706.883020
  nChanged 103
		SP:Iteration 16Q (87083.430000 sec): 3 clusters
  Score: Raw -1314803.901945 + Penalty 3063.114523 = -1311740.787422
  nChanged 106
		SP:Iteration 17Q (87083.680000 sec): 3 clusters
  Score: Raw -1314838.403827 + Penalty 3063.114523 = -1311775.289304
  nChanged 100
		SP:Iteration 18Q (87083.940000 sec): 3 clusters
  Score: Raw -1314870.629381 + Penalty 3063.114523 = -1311807.514858
  nChanged 105
		SP:Iteration 19Q (87084.200000 sec): 3 clusters
  Score: Raw -1314901.921645 + Penalty 3063.114523 = -1311838.807122
  nChanged 76
		SP:Iteration 20F (87084.500000 sec): 3 clusters
  Score: Raw -1314922.921907 + Penalty 3063.114523 = -1311859.807384
  nChanged 83
		SP:Iteration 21Q (87084.710000 sec): 3 clusters
  Score: Raw -1314945.079845 + Penalty 3063.114523 = -1311881.965322
  nChanged 78
		SP:Iteration 22Q (87085.010000 sec): 3 clusters
  Score: Raw -1314967.886801 + Penalty 3063.114523 = -1311904.772278
  nChanged 68
		SP:Iteration 23Q (87085.310000 sec): 3 clusters
  Score: Raw -1314982.433031 + Penalty 3063.114523 = -1311919.318508
  nChanged 58
		SP:Iteration 24Q (87085.570000 sec): 3 clusters
  Score: Raw -1314993.622716 + Penalty 3063.114523 = -1311930.508193
  nChanged 57
		SP:Iteration 25Q (87085.860000 sec): 3 clusters
  Score: Raw -1315005.249218 + Penalty 3063.114523 = -1311942.134695
  nChanged 46
		SP:Iteration 26Q (87086.100000 sec): 3 clusters
  Score: Raw -1315012.700504 + Penalty 3063.114523 = -1311949.585981
  nChanged 35
		SP:Iteration 27Q (87086.370000 sec): 3 clusters
  Score: Raw -1315018.689075 + Penalty 3063.114523 = -1311955.574552
  nChanged 44
		SP:Iteration 28Q (87086.680000 sec): 3 clusters
  Score: Raw -1315027.727014 + Penalty 3063.114523 = -1311964.612491
  nChanged 49
		SP:Iteration 29Q (87086.980000 sec): 3 clusters
  Score: Raw -1315036.747997 + Penalty 3063.114523 = -1311973.633474
  nChanged 45
		SP:Iteration 30Q (87087.200000 sec): 3 clusters
  Score: Raw -1315045.535867 + Penalty 3063.114523 = -1311982.421344
  nChanged 43
		SP:Iteration 31Q (87087.470000 sec): 3 clusters
  Score: Raw -1315056.500466 + Penalty 3063.114523 = -1311993.385943
  nChanged 41
		SP:Iteration 32Q (87087.640000 sec): 3 clusters
  Score: Raw -1315064.042149 + Penalty 3063.114523 = -1312000.927626
  nChanged 37
		SP:Iteration 33Q (87087.860000 sec): 3 clusters
  Score: Raw -1315069.050934 + Penalty 3063.114523 = -1312005.936410
  nChanged 34
		SP:Iteration 34Q (87088.090000 sec): 3 clusters
  Score: Raw -1315072.622701 + Penalty 3063.114523 = -1312009.508178
  nChanged 27
		SP:Iteration 35Q (87088.300000 sec): 3 clusters
  Score: Raw -1315075.485112 + Penalty 3063.114523 = -1312012.370589
  nChanged 21
		SP:Iteration 36Q (87088.550000 sec): 3 clusters
  Score: Raw -1315078.090156 + Penalty 3063.114523 = -1312014.975633
  nChanged 21
		SP:Iteration 37Q (87088.740000 sec): 3 clusters
  Score: Raw -1315080.880661 + Penalty 3063.114523 = -1312017.766138
  nChanged 18
		SP:Iteration 38Q (87088.940000 sec): 3 clusters
  Score: Raw -1315082.708779 + Penalty 3063.114523 = -1312019.594256
  nChanged 12
		SP:Iteration 39Q (87089.140000 sec): 3 clusters
  Score: Raw -1315083.757118 + Penalty 3063.114523 = -1312020.642594
  nChanged 11
		SP:Iteration 40F (87089.360000 sec): 3 clusters
  Score: Raw -1315084.690983 + Penalty 3063.114523 = -1312021.576460
  nChanged 7
		SP:Iteration 41Q (87089.570000 sec): 3 clusters
  Score: Raw -1315085.352326 + Penalty 3063.114523 = -1312022.237803
  nChanged 7
		SP:Iteration 42Q (87089.770000 sec): 3 clusters
  Score: Raw -1315086.000180 + Penalty 3063.114523 = -1312022.885657
  nChanged 8
		SP:Iteration 43Q (87090.010000 sec): 3 clusters
  Score: Raw -1315086.498587 + Penalty 3063.114523 = -1312023.384064
  nChanged 3
		SP:Iteration 44Q (87090.280000 sec): 3 clusters
  Score: Raw -1315086.959353 + Penalty 3063.114523 = -1312023.844830
  nChanged 3
		SP:Iteration 45Q (87090.530000 sec): 3 clusters
  Score: Raw -1315087.294572 + Penalty 3063.114523 = -1312024.180049
  nChanged 6
		SP:Iteration 46Q (87090.740000 sec): 3 clusters
  Score: Raw -1315087.629425 + Penalty 3063.114523 = -1312024.514901
  nChanged 4
		SP:Iteration 47Q (87090.970000 sec): 3 clusters
  Score: Raw -1315087.880197 + Penalty 3063.114523 = -1312024.765674
  nChanged 7
		SP:Iteration 48Q (87091.150000 sec): 3 clusters
  Score: Raw -1315088.364725 + Penalty 3063.114523 = -1312025.250202
  nChanged 3
		SP:Iteration 49Q (87091.340000 sec): 3 clusters
  Score: Raw -1315088.499113 + Penalty 3063.114523 = -1312025.384590
  nChanged 1
		SP:Iteration 50Q (87091.540000 sec): 3 clusters
  Score: Raw -1315088.623492 + Penalty 3063.114523 = -1312025.508969
  nChanged 5
		SP:Iteration 51Q (87091.780000 sec): 3 clusters
  Score: Raw -1315088.902428 + Penalty 3063.114523 = -1312025.787905
  nChanged 1
		SP:Iteration 52Q (87091.990000 sec): 3 clusters
  Score: Raw -1315089.075395 + Penalty 3063.114523 = -1312025.960872
  nChanged 5
		SP:Iteration 53Q (87092.200000 sec): 3 clusters
  Score: Raw -1315089.352717 + Penalty 3063.114523 = -1312026.238194
  nChanged 4
		SP:Iteration 54Q (87092.420000 sec): 3 clusters
  Score: Raw -1315089.672422 + Penalty 3063.114523 = -1312026.557899
  nChanged 0
		SP:Iteration 55F (87092.680000 sec): 3 clusters
  Score: Raw -1315089.672422 + Penalty 3063.114523 = -1312026.557899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87092.740000 sec): 2 clusters
  Score: Raw -501518.373679 + Penalty 1368.611230 = -500149.762449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87092.890000 sec): 3 clusters
  Score: Raw -499227.319468 + Penalty 2737.222460 = -496490.097008
  nChanged 1803
		SP:Iteration 1F (87093.030000 sec): 3 clusters
  Score: Raw -500271.018291 + Penalty 2737.222460 = -497533.795831
  nChanged 317
		SP:Iteration 2F (87093.160000 sec): 3 clusters
  Score: Raw -500430.949202 + Penalty 2737.222460 = -497693.726742
  nChanged 216
		SP:Iteration 3Q (87093.290000 sec): 3 clusters
  Score: Raw -500528.612294 + Penalty 2737.222460 = -497791.389834
  nChanged 177
		SP:Iteration 4Q (87093.420000 sec): 3 clusters
  Score: Raw -500601.020799 + Penalty 2737.222460 = -497863.798339
  nChanged 145
		SP:Iteration 5Q (87093.540000 sec): 3 clusters
  Score: Raw -500655.325654 + Penalty 2737.222460 = -497918.103194
  nChanged 105
		SP:Iteration 6Q (87093.670000 sec): 3 clusters
  Score: Raw -500691.732621 + Penalty 2737.222460 = -497954.510161
  nChanged 80
		SP:Iteration 7Q (87093.800000 sec): 3 clusters
  Score: Raw -500719.371605 + Penalty 2737.222460 = -497982.149145
  nChanged 71
		SP:Iteration 8Q (87093.930000 sec): 3 clusters
  Score: Raw -500743.870968 + Penalty 2737.222460 = -498006.648508
  nChanged 54
		SP:Iteration 9Q (87094.050000 sec): 3 clusters
  Score: Raw -500761.784975 + Penalty 2737.222460 = -498024.562515
  nChanged 51
		SP:Iteration 10Q (87094.180000 sec): 3 clusters
  Score: Raw -500777.500693 + Penalty 2737.222460 = -498040.278233
  nChanged 35
		SP:Iteration 11Q (87094.310000 sec): 3 clusters
  Score: Raw -500789.636072 + Penalty 2737.222460 = -498052.413612
  nChanged 53
		SP:Iteration 12Q (87094.440000 sec): 3 clusters
  Score: Raw -500806.585372 + Penalty 2737.222460 = -498069.362912
  nChanged 49
		SP:Iteration 13Q (87094.560000 sec): 3 clusters
  Score: Raw -500823.280965 + Penalty 2737.222460 = -498086.058505
  nChanged 44
		SP:Iteration 14Q (87094.740000 sec): 3 clusters
  Score: Raw -500838.252684 + Penalty 2737.222460 = -498101.030224
  nChanged 51
		SP:Iteration 15Q (87094.930000 sec): 3 clusters
  Score: Raw -500857.087842 + Penalty 2737.222460 = -498119.865382
  nChanged 58
		SP:Iteration 16Q (87095.050000 sec): 3 clusters
  Score: Raw -500878.284269 + Penalty 2737.222460 = -498141.061809
  nChanged 58
		SP:Iteration 17Q (87095.190000 sec): 3 clusters
  Score: Raw -500902.442532 + Penalty 2737.222460 = -498165.220072
  nChanged 63
		SP:Iteration 18Q (87095.330000 sec): 3 clusters
  Score: Raw -500925.911446 + Penalty 2737.222460 = -498188.688986
  nChanged 56
		SP:Iteration 19Q (87095.470000 sec): 3 clusters
  Score: Raw -500947.805423 + Penalty 2737.222460 = -498210.582963
  nChanged 76
		SP:Iteration 20F (87095.610000 sec): 3 clusters
  Score: Raw -500984.425955 + Penalty 2737.222460 = -498247.203495
  nChanged 91
		SP:Iteration 21Q (87095.750000 sec): 3 clusters
  Score: Raw -501028.046657 + Penalty 2737.222460 = -498290.824197
  nChanged 96
		SP:Iteration 22Q (87095.890000 sec): 3 clusters
  Score: Raw -501079.469253 + Penalty 2737.222460 = -498342.246793
  nChanged 95
		SP:Iteration 23Q (87096.020000 sec): 3 clusters
  Score: Raw -501130.985175 + Penalty 2737.222460 = -498393.762715
  nChanged 87
		SP:Iteration 24Q (87096.160000 sec): 3 clusters
  Score: Raw -501180.307914 + Penalty 2737.222460 = -498443.085454
  nChanged 86
		SP:Iteration 25Q (87096.300000 sec): 3 clusters
  Score: Raw -501222.135181 + Penalty 2737.222460 = -498484.912721
  nChanged 75
		SP:Iteration 26Q (87096.440000 sec): 3 clusters
  Score: Raw -501259.000727 + Penalty 2737.222460 = -498521.778267
  nChanged 63
		SP:Iteration 27Q (87096.580000 sec): 3 clusters
  Score: Raw -501283.705973 + Penalty 2737.222460 = -498546.483513
  nChanged 53
		SP:Iteration 28Q (87096.760000 sec): 3 clusters
  Score: Raw -501308.481487 + Penalty 2737.222460 = -498571.259027
  nChanged 61
		SP:Iteration 29Q (87096.910000 sec): 3 clusters
  Score: Raw -501341.508808 + Penalty 2737.222460 = -498604.286348
  nChanged 45
		SP:Iteration 30Q (87097.090000 sec): 3 clusters
  Score: Raw -501364.233796 + Penalty 2737.222460 = -498627.011336
  nChanged 45
		SP:Iteration 31Q (87097.230000 sec): 3 clusters
  Score: Raw -501389.935958 + Penalty 2737.222460 = -498652.713498
  nChanged 47
		SP:Iteration 32Q (87097.380000 sec): 3 clusters
  Score: Raw -501414.865523 + Penalty 2737.222460 = -498677.643063
  nChanged 39
		SP:Iteration 33Q (87097.520000 sec): 3 clusters
  Score: Raw -501433.486686 + Penalty 2737.222460 = -498696.264226
  nChanged 40
		SP:Iteration 34Q (87097.650000 sec): 3 clusters
  Score: Raw -501454.069374 + Penalty 2737.222460 = -498716.846914
  nChanged 42
		SP:Iteration 35Q (87097.780000 sec): 3 clusters
  Score: Raw -501479.255962 + Penalty 2737.222460 = -498742.033502
  nChanged 37
		SP:Iteration 36Q (87097.900000 sec): 3 clusters
  Score: Raw -501502.887905 + Penalty 2737.222460 = -498765.665445
  nChanged 35
		SP:Iteration 37Q (87098.030000 sec): 3 clusters
  Score: Raw -501524.288191 + Penalty 2737.222460 = -498787.065731
  nChanged 16
		SP:Iteration 38Q (87098.160000 sec): 3 clusters
  Score: Raw -501535.214785 + Penalty 2737.222460 = -498797.992325
  nChanged 25
		SP:Iteration 39Q (87098.280000 sec): 3 clusters
  Score: Raw -501550.366145 + Penalty 2737.222460 = -498813.143685
  nChanged 25
		SP:Iteration 40F (87098.410000 sec): 3 clusters
  Score: Raw -501564.625473 + Penalty 2737.222460 = -498827.403013
  nChanged 11
		SP:Iteration 41Q (87098.540000 sec): 3 clusters
  Score: Raw -501572.180088 + Penalty 2737.222460 = -498834.957628
  nChanged 18
		SP:Iteration 42Q (87098.670000 sec): 3 clusters
  Score: Raw -501584.187529 + Penalty 2737.222460 = -498846.965069
  nChanged 12
		SP:Iteration 43Q (87098.790000 sec): 3 clusters
  Score: Raw -501589.884474 + Penalty 2737.222460 = -498852.662014
  nChanged 9
		SP:Iteration 44Q (87098.920000 sec): 3 clusters
  Score: Raw -501596.480948 + Penalty 2737.222460 = -498859.258488
  nChanged 6
		SP:Iteration 45Q (87099.050000 sec): 3 clusters
  Score: Raw -501601.655237 + Penalty 2737.222460 = -498864.432777
  nChanged 12
		SP:Iteration 46Q (87099.180000 sec): 3 clusters
  Score: Raw -501611.822320 + Penalty 2737.222460 = -498874.599860
  nChanged 14
		SP:Iteration 47Q (87099.300000 sec): 3 clusters
  Score: Raw -501620.254818 + Penalty 2737.222460 = -498883.032358
  nChanged 8
		SP:Iteration 48Q (87099.430000 sec): 3 clusters
  Score: Raw -501625.679795 + Penalty 2737.222460 = -498888.457335
  nChanged 6
		SP:Iteration 49Q (87099.560000 sec): 3 clusters
  Score: Raw -501630.313270 + Penalty 2737.222460 = -498893.090810
  nChanged 11
		SP:Iteration 50Q (87099.700000 sec): 3 clusters
  Score: Raw -501637.208919 + Penalty 2737.222460 = -498899.986459
  nChanged 6
		SP:Iteration 51Q (87099.850000 sec): 3 clusters
  Score: Raw -501642.034916 + Penalty 2737.222460 = -498904.812456
  nChanged 7
		SP:Iteration 52Q (87099.990000 sec): 3 clusters
  Score: Raw -501646.224288 + Penalty 2737.222460 = -498909.001828
  nChanged 5
		SP:Iteration 53Q (87100.130000 sec): 3 clusters
  Score: Raw -501650.427889 + Penalty 2737.222460 = -498913.205429
  nChanged 5
		SP:Iteration 54Q (87100.270000 sec): 3 clusters
  Score: Raw -501654.236295 + Penalty 2737.222460 = -498917.013835
  nChanged 3
		SP:Iteration 55Q (87100.410000 sec): 3 clusters
  Score: Raw -501655.964060 + Penalty 2737.222460 = -498918.741600
  nChanged 2
		SP:Iteration 56Q (87100.600000 sec): 3 clusters
  Score: Raw -501658.373311 + Penalty 2737.222460 = -498921.150851
  nChanged 3
		SP:Iteration 57Q (87100.770000 sec): 3 clusters
  Score: Raw -501660.415448 + Penalty 2737.222460 = -498923.192988
  nChanged 3
		SP:Iteration 58Q (87100.920000 sec): 3 clusters
  Score: Raw -501662.480091 + Penalty 2737.222460 = -498925.257631
  nChanged 2
		SP:Iteration 59Q (87101.080000 sec): 3 clusters
  Score: Raw -501663.007044 + Penalty 2737.222460 = -498925.784584
  nChanged 0
		SP:Iteration 60F (87101.240000 sec): 3 clusters
  Score: Raw -501663.007044 + Penalty 2737.222460 = -498925.784584
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (6889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87101.330000 sec): 2 clusters
  Score: Raw -746884.337381 + Penalty 1436.123198 = -745448.214184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87101.480000 sec): 3 clusters
  Score: Raw -743132.548376 + Penalty 2872.246395 = -740260.301981
  nChanged 2845
		SP:Iteration 1F (87101.640000 sec): 3 clusters
  Score: Raw -744635.742241 + Penalty 2872.246395 = -741763.495846
  nChanged 425
		SP:Iteration 2F (87101.790000 sec): 3 clusters
  Score: Raw -744812.456098 + Penalty 2872.246395 = -741940.209703
  nChanged 300
		SP:Iteration 3Q (87101.940000 sec): 3 clusters
  Score: Raw -744923.261147 + Penalty 2872.246395 = -742051.014752
  nChanged 256
		SP:Iteration 4Q (87102.100000 sec): 3 clusters
  Score: Raw -745010.701844 + Penalty 2872.246395 = -742138.455449
  nChanged 211
		SP:Iteration 5Q (87102.280000 sec): 3 clusters
  Score: Raw -745081.267797 + Penalty 2872.246395 = -742209.021402
  nChanged 204
		SP:Iteration 6Q (87102.430000 sec): 3 clusters
  Score: Raw -745146.655664 + Penalty 2872.246395 = -742274.409269
  nChanged 174
		SP:Iteration 7Q (87102.610000 sec): 3 clusters
  Score: Raw -745198.092626 + Penalty 2872.246395 = -742325.846231
  nChanged 128
		SP:Iteration 8Q (87102.760000 sec): 3 clusters
  Score: Raw -745236.143329 + Penalty 2872.246395 = -742363.896934
  nChanged 123
		SP:Iteration 9Q (87102.910000 sec): 3 clusters
  Score: Raw -745270.222905 + Penalty 2872.246395 = -742397.976510
  nChanged 108
		SP:Iteration 10Q (87103.060000 sec): 3 clusters
  Score: Raw -745300.232419 + Penalty 2872.246395 = -742427.986024
  nChanged 104
		SP:Iteration 11Q (87103.270000 sec): 3 clusters
  Score: Raw -745330.902513 + Penalty 2872.246395 = -742458.656117
  nChanged 107
		SP:Iteration 12Q (87103.460000 sec): 3 clusters
  Score: Raw -745362.839053 + Penalty 2872.246395 = -742490.592658
  nChanged 125
		SP:Iteration 13Q (87103.590000 sec): 3 clusters
  Score: Raw -745401.820704 + Penalty 2872.246395 = -742529.574309
  nChanged 141
		SP:Iteration 14Q (87103.800000 sec): 3 clusters
  Score: Raw -745452.245668 + Penalty 2872.246395 = -742579.999273
  nChanged 149
		SP:Iteration 15Q (87104.030000 sec): 3 clusters
  Score: Raw -745508.252523 + Penalty 2872.246395 = -742636.006128
  nChanged 146
		SP:Iteration 16Q (87104.280000 sec): 3 clusters
  Score: Raw -745565.208275 + Penalty 2872.246395 = -742692.961880
  nChanged 149
		SP:Iteration 17Q (87104.520000 sec): 3 clusters
  Score: Raw -745625.604201 + Penalty 2872.246395 = -742753.357805
  nChanged 138
		SP:Iteration 18Q (87104.800000 sec): 3 clusters
  Score: Raw -745688.256351 + Penalty 2872.246395 = -742816.009956
  nChanged 142
		SP:Iteration 19Q (87105.020000 sec): 3 clusters
  Score: Raw -745762.786888 + Penalty 2872.246395 = -742890.540493
  nChanged 178
		SP:Iteration 20F (87105.240000 sec): 3 clusters
  Score: Raw -745875.788270 + Penalty 2872.246395 = -743003.541875
  nChanged 184
		SP:Iteration 21Q (87105.480000 sec): 3 clusters
  Score: Raw -745991.160385 + Penalty 2872.246395 = -743118.913990
  nChanged 194
		SP:Iteration 22Q (87105.740000 sec): 3 clusters
  Score: Raw -746120.211968 + Penalty 2872.246395 = -743247.965573
  nChanged 193
		SP:Iteration 23Q (87105.980000 sec): 3 clusters
  Score: Raw -746238.869650 + Penalty 2872.246395 = -743366.623255
  nChanged 146
		SP:Iteration 24Q (87106.240000 sec): 3 clusters
  Score: Raw -746341.446813 + Penalty 2872.246395 = -743469.200418
  nChanged 128
		SP:Iteration 25Q (87106.450000 sec): 3 clusters
  Score: Raw -746424.761550 + Penalty 2872.246395 = -743552.515155
  nChanged 103
		SP:Iteration 26Q (87106.680000 sec): 3 clusters
  Score: Raw -746480.215404 + Penalty 2872.246395 = -743607.969009
  nChanged 84
		SP:Iteration 27Q (87106.900000 sec): 3 clusters
  Score: Raw -746525.587237 + Penalty 2872.246395 = -743653.340842
  nChanged 83
		SP:Iteration 28Q (87107.120000 sec): 3 clusters
  Score: Raw -746570.825760 + Penalty 2872.246395 = -743698.579365
  nChanged 83
		SP:Iteration 29Q (87107.310000 sec): 3 clusters
  Score: Raw -746614.085654 + Penalty 2872.246395 = -743741.839259
  nChanged 67
		SP:Iteration 30Q (87107.510000 sec): 3 clusters
  Score: Raw -746645.889671 + Penalty 2872.246395 = -743773.643276
  nChanged 50
		SP:Iteration 31Q (87107.750000 sec): 3 clusters
  Score: Raw -746668.848190 + Penalty 2872.246395 = -743796.601795
  nChanged 48
		SP:Iteration 32Q (87107.960000 sec): 3 clusters
  Score: Raw -746691.543566 + Penalty 2872.246395 = -743819.297171
  nChanged 32
		SP:Iteration 33Q (87108.150000 sec): 3 clusters
  Score: Raw -746703.788612 + Penalty 2872.246395 = -743831.542217
  nChanged 28
		SP:Iteration 34Q (87108.350000 sec): 3 clusters
  Score: Raw -746714.923863 + Penalty 2872.246395 = -743842.677468
  nChanged 18
		SP:Iteration 35Q (87108.560000 sec): 3 clusters
  Score: Raw -746723.901896 + Penalty 2872.246395 = -743851.655501
  nChanged 26
		SP:Iteration 36Q (87108.820000 sec): 3 clusters
  Score: Raw -746733.323600 + Penalty 2872.246395 = -743861.077205
  nChanged 21
		SP:Iteration 37Q (87109.060000 sec): 3 clusters
  Score: Raw -746744.060344 + Penalty 2872.246395 = -743871.813949
  nChanged 17
		SP:Iteration 38Q (87109.220000 sec): 3 clusters
  Score: Raw -746750.664271 + Penalty 2872.246395 = -743878.417876
  nChanged 17
		SP:Iteration 39Q (87109.410000 sec): 3 clusters
  Score: Raw -746759.575883 + Penalty 2872.246395 = -743887.329488
  nChanged 21
		SP:Iteration 40F (87109.620000 sec): 3 clusters
  Score: Raw -746767.312104 + Penalty 2872.246395 = -743895.065709
  nChanged 21
		SP:Iteration 41Q (87109.790000 sec): 3 clusters
  Score: Raw -746775.435046 + Penalty 2872.246395 = -743903.188651
  nChanged 23
		SP:Iteration 42Q (87109.990000 sec): 3 clusters
  Score: Raw -746786.138327 + Penalty 2872.246395 = -743913.891932
  nChanged 20
		SP:Iteration 43Q (87110.230000 sec): 3 clusters
  Score: Raw -746797.071245 + Penalty 2872.246395 = -743924.824850
  nChanged 25
		SP:Iteration 44Q (87110.460000 sec): 3 clusters
  Score: Raw -746810.537377 + Penalty 2872.246395 = -743938.290982
  nChanged 21
		SP:Iteration 45Q (87110.640000 sec): 3 clusters
  Score: Raw -746821.856907 + Penalty 2872.246395 = -743949.610512
  nChanged 18
		SP:Iteration 46Q (87110.930000 sec): 3 clusters
  Score: Raw -746833.672429 + Penalty 2872.246395 = -743961.426034
  nChanged 18
		SP:Iteration 47Q (87111.150000 sec): 3 clusters
  Score: Raw -746846.059643 + Penalty 2872.246395 = -743973.813248
  nChanged 24
		SP:Iteration 48Q (87111.340000 sec): 3 clusters
  Score: Raw -746859.355934 + Penalty 2872.246395 = -743987.109539
  nChanged 23
		SP:Iteration 49Q (87111.540000 sec): 3 clusters
  Score: Raw -746871.393296 + Penalty 2872.246395 = -743999.146901
  nChanged 20
		SP:Iteration 50Q (87111.750000 sec): 3 clusters
  Score: Raw -746883.061391 + Penalty 2872.246395 = -744010.814996
  nChanged 21
		SP:Iteration 51Q (87111.990000 sec): 3 clusters
  Score: Raw -746892.261363 + Penalty 2872.246395 = -744020.014968
  nChanged 12
		SP:Iteration 52Q (87112.280000 sec): 3 clusters
  Score: Raw -746899.432055 + Penalty 2872.246395 = -744027.185660
  nChanged 11
		SP:Iteration 53Q (87112.490000 sec): 3 clusters
  Score: Raw -746905.359627 + Penalty 2872.246395 = -744033.113232
  nChanged 13
		SP:Iteration 54Q (87112.710000 sec): 3 clusters
  Score: Raw -746912.452083 + Penalty 2872.246395 = -744040.205688
  nChanged 11
		SP:Iteration 55Q (87112.920000 sec): 3 clusters
  Score: Raw -746918.335229 + Penalty 2872.246395 = -744046.088834
  nChanged 9
		SP:Iteration 56Q (87113.120000 sec): 3 clusters
  Score: Raw -746922.507634 + Penalty 2872.246395 = -744050.261239
  nChanged 8
		SP:Iteration 57Q (87113.320000 sec): 3 clusters
  Score: Raw -746928.247187 + Penalty 2872.246395 = -744056.000792
  nChanged 9
		SP:Iteration 58Q (87113.500000 sec): 3 clusters
  Score: Raw -746932.467316 + Penalty 2872.246395 = -744060.220921
  nChanged 6
		SP:Iteration 59Q (87113.720000 sec): 3 clusters
  Score: Raw -746935.952705 + Penalty 2872.246395 = -744063.706310
  nChanged 8
		SP:Iteration 60F (87113.890000 sec): 3 clusters
  Score: Raw -746939.767788 + Penalty 2872.246395 = -744067.521393
  nChanged 12
		SP:Iteration 61Q (87114.060000 sec): 3 clusters
  Score: Raw -746947.415115 + Penalty 2872.246395 = -744075.168719
  nChanged 15
		SP:Iteration 62Q (87114.270000 sec): 3 clusters
  Score: Raw -746956.919416 + Penalty 2872.246395 = -744084.673021
  nChanged 13
		SP:Iteration 63Q (87114.450000 sec): 3 clusters
  Score: Raw -746963.823376 + Penalty 2872.246395 = -744091.576981
  nChanged 7
		SP:Iteration 64Q (87114.640000 sec): 3 clusters
  Score: Raw -746968.599901 + Penalty 2872.246395 = -744096.353506
  nChanged 10
		SP:Iteration 65Q (87114.860000 sec): 3 clusters
  Score: Raw -746973.330366 + Penalty 2872.246395 = -744101.083971
  nChanged 5
		SP:Iteration 66Q (87115.060000 sec): 3 clusters
  Score: Raw -746975.889791 + Penalty 2872.246395 = -744103.643396
  nChanged 2
		SP:Iteration 67Q (87115.320000 sec): 3 clusters
  Score: Raw -746977.757238 + Penalty 2872.246395 = -744105.510842
  nChanged 2
		SP:Iteration 68Q (87115.530000 sec): 3 clusters
  Score: Raw -746978.912028 + Penalty 2872.246395 = -744106.665633
  nChanged 2
		SP:Iteration 69Q (87115.720000 sec): 3 clusters
  Score: Raw -746979.581153 + Penalty 2872.246395 = -744107.334758
  nChanged 2
		SP:Iteration 70Q (87115.990000 sec): 3 clusters
  Score: Raw -746979.961927 + Penalty 2872.246395 = -744107.715532
  nChanged 0
		SP:Iteration 71F (87116.190000 sec): 3 clusters
  Score: Raw -746979.961927 + Penalty 2872.246395 = -744107.715532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (78435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87116.690000 sec): 2 clusters
  Score: Raw -8158323.140499 + Penalty 1831.379149 = -8156491.761350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87117.270000 sec): 3 clusters
  Score: Raw -8107663.153133 + Penalty 3662.758299 = -8104000.394834
  nChanged 37378
		SP:Iteration 1F (87117.780000 sec): 3 clusters
  Score: Raw -8129438.014091 + Penalty 3662.758299 = -8125775.255792
  nChanged 2899
		SP:Iteration 2Q (87118.310000 sec): 3 clusters
  Score: Raw -8130263.923605 + Penalty 3662.758299 = -8126601.165306
  nChanged 3206
		SP:Iteration 3Q (87118.860000 sec): 3 clusters
  Score: Raw -8131347.068969 + Penalty 3662.758299 = -8127684.310670
  nChanged 3722
		SP:Iteration 4Q (87119.420000 sec): 3 clusters
  Score: Raw -8132915.273544 + Penalty 3662.758299 = -8129252.515245
  nChanged 4497
		SP:Iteration 5F (87119.930000 sec): 3 clusters
  Score: Raw -8135386.971766 + Penalty 3662.758299 = -8131724.213467
  nChanged 5396
		SP:Iteration 6F (87120.490000 sec): 3 clusters
  Score: Raw -8139220.912915 + Penalty 3662.758299 = -8135558.154616
  nChanged 5980
		SP:Iteration 7F (87121.050000 sec): 3 clusters
  Score: Raw -8144273.870810 + Penalty 3662.758299 = -8140611.112511
  nChanged 5518
		SP:Iteration 8F (87121.620000 sec): 3 clusters
  Score: Raw -8149286.685282 + Penalty 3662.758299 = -8145623.926983
  nChanged 4340
		SP:Iteration 9F (87122.220000 sec): 3 clusters
  Score: Raw -8153343.327034 + Penalty 3662.758299 = -8149680.568735
  nChanged 2795
		SP:Iteration 10Q (87122.800000 sec): 3 clusters
  Score: Raw -8155881.493212 + Penalty 3662.758299 = -8152218.734913
  nChanged 1601
		SP:Iteration 11Q (87123.350000 sec): 3 clusters
  Score: Raw -8157234.509608 + Penalty 3662.758299 = -8153571.751309
  nChanged 971
		SP:Iteration 12Q (87123.890000 sec): 3 clusters
  Score: Raw -8157944.974106 + Penalty 3662.758299 = -8154282.215807
  nChanged 559
		SP:Iteration 13Q (87124.440000 sec): 3 clusters
  Score: Raw -8158316.049284 + Penalty 3662.758299 = -8154653.290985
  nChanged 349
		SP:Iteration 14Q (87124.970000 sec): 3 clusters
  Score: Raw -8158534.775330 + Penalty 3662.758299 = -8154872.017031
  nChanged 230
		SP:Iteration 15Q (87125.410000 sec): 3 clusters
  Score: Raw -8158663.805678 + Penalty 3662.758299 = -8155001.047379
  nChanged 167
		SP:Iteration 16Q (87125.940000 sec): 3 clusters
  Score: Raw -8158745.171715 + Penalty 3662.758299 = -8155082.413416
  nChanged 124
		SP:Iteration 17Q (87126.460000 sec): 3 clusters
  Score: Raw -8158806.067611 + Penalty 3662.758299 = -8155143.309312
  nChanged 87
		SP:Iteration 18Q (87126.990000 sec): 3 clusters
  Score: Raw -8158848.655521 + Penalty 3662.758299 = -8155185.897222
  nChanged 61
		SP:Iteration 19Q (87127.490000 sec): 3 clusters
  Score: Raw -8158872.041595 + Penalty 3662.758299 = -8155209.283296
  nChanged 53
		SP:Iteration 20F (87128.140000 sec): 3 clusters
  Score: Raw -8158898.829424 + Penalty 3662.758299 = -8155236.071125
  nChanged 47
		SP:Iteration 21Q (87128.680000 sec): 3 clusters
  Score: Raw -8158921.350049 + Penalty 3662.758299 = -8155258.591750
  nChanged 38
		SP:Iteration 22Q (87129.270000 sec): 3 clusters
  Score: Raw -8158939.818138 + Penalty 3662.758299 = -8155277.059839
  nChanged 43
		SP:Iteration 23Q (87129.820000 sec): 3 clusters
  Score: Raw -8158962.465036 + Penalty 3662.758299 = -8155299.706737
  nChanged 43
		SP:Iteration 24Q (87130.370000 sec): 3 clusters
  Score: Raw -8158980.825529 + Penalty 3662.758299 = -8155318.067230
  nChanged 29
		SP:Iteration 25Q (87130.900000 sec): 3 clusters
  Score: Raw -8158991.619702 + Penalty 3662.758299 = -8155328.861403
  nChanged 16
		SP:Iteration 26Q (87131.430000 sec): 3 clusters
  Score: Raw -8158996.658263 + Penalty 3662.758299 = -8155333.899964
  nChanged 13
		SP:Iteration 27Q (87131.940000 sec): 3 clusters
  Score: Raw -8159001.431020 + Penalty 3662.758299 = -8155338.672721
  nChanged 7
		SP:Iteration 28Q (87132.450000 sec): 3 clusters
  Score: Raw -8159004.876161 + Penalty 3662.758299 = -8155342.117862
  nChanged 8
		SP:Iteration 29Q (87132.970000 sec): 3 clusters
  Score: Raw -8159008.082602 + Penalty 3662.758299 = -8155345.324303
  nChanged 8
		SP:Iteration 30Q (87133.480000 sec): 3 clusters
  Score: Raw -8159010.412924 + Penalty 3662.758299 = -8155347.654625
  nChanged 4
		SP:Iteration 31Q (87133.950000 sec): 3 clusters
  Score: Raw -8159011.397243 + Penalty 3662.758299 = -8155348.638944
  nChanged 3
		SP:Iteration 32Q (87134.420000 sec): 3 clusters
  Score: Raw -8159012.321402 + Penalty 3662.758299 = -8155349.563103
  nChanged 3
		SP:Iteration 33Q (87134.900000 sec): 3 clusters
  Score: Raw -8159013.163983 + Penalty 3662.758299 = -8155350.405684
  nChanged 1
		SP:Iteration 34Q (87135.420000 sec): 3 clusters
  Score: Raw -8159013.344367 + Penalty 3662.758299 = -8155350.586068
  nChanged 0
		SP:Iteration 35F (87136.010000 sec): 3 clusters
  Score: Raw -8159013.344367 + Penalty 3662.758299 = -8155350.586068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87136.140000 sec): 2 clusters
  Score: Raw -20660.905760 + Penalty 893.954459 = -19766.951301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87136.310000 sec): 3 clusters
  Score: Raw -20826.002596 + Penalty 1787.908918 = -19038.093678
  nChanged 37
		SP:Iteration 1F (87136.530000 sec): 3 clusters
  Score: Raw -20924.641213 + Penalty 1787.908918 = -19136.732295
  nChanged 11
		SP:Iteration 2Q (87136.740000 sec): 3 clusters
  Score: Raw -20987.730864 + Penalty 1787.908918 = -19199.821946
  nChanged 9
		SP:Iteration 3Q (87136.940000 sec): 3 clusters
  Score: Raw -21057.374057 + Penalty 1787.908918 = -19269.465139
  nChanged 7
		SP:Iteration 4Q (87137.150000 sec): 3 clusters
  Score: Raw -21085.309499 + Penalty 1787.908918 = -19297.400581
  nChanged 3
		SP:Iteration 5Q (87137.340000 sec): 3 clusters
  Score: Raw -21111.785733 + Penalty 1787.908918 = -19323.876815
  nChanged 3
		SP:Iteration 6Q (87137.580000 sec): 3 clusters
  Score: Raw -21117.881752 + Penalty 1787.908918 = -19329.972834
  nChanged 0
		SP:Iteration 7F (87137.780000 sec): 3 clusters
  Score: Raw -21117.881752 + Penalty 1787.908918 = -19329.972834
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (11128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87137.910000 sec): 2 clusters
  Score: Raw -1148641.836091 + Penalty 1514.048207 = -1147127.787885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87138.180000 sec): 3 clusters
  Score: Raw -1142319.134723 + Penalty 3028.096413 = -1139291.038309
  nChanged 4732
		SP:Iteration 1F (87138.410000 sec): 3 clusters
  Score: Raw -1144900.033026 + Penalty 3028.096413 = -1141871.936613
  nChanged 727
		SP:Iteration 2F (87138.680000 sec): 3 clusters
  Score: Raw -1145249.975338 + Penalty 3028.096413 = -1142221.878925
  nChanged 624
		SP:Iteration 3F (87138.970000 sec): 3 clusters
  Score: Raw -1145583.014571 + Penalty 3028.096413 = -1142554.918157
  nChanged 602
		SP:Iteration 4F (87139.180000 sec): 3 clusters
  Score: Raw -1145953.748608 + Penalty 3028.096413 = -1142925.652195
  nChanged 634
		SP:Iteration 5F (87139.390000 sec): 3 clusters
  Score: Raw -1146376.004572 + Penalty 3028.096413 = -1143347.908159
  nChanged 638
		SP:Iteration 6F (87139.610000 sec): 3 clusters
  Score: Raw -1146849.880474 + Penalty 3028.096413 = -1143821.784060
  nChanged 619
		SP:Iteration 7F (87139.820000 sec): 3 clusters
  Score: Raw -1147339.218457 + Penalty 3028.096413 = -1144311.122044
  nChanged 573
		SP:Iteration 8F (87140.040000 sec): 3 clusters
  Score: Raw -1147820.624347 + Penalty 3028.096413 = -1144792.527934
  nChanged 450
		SP:Iteration 9Q (87140.250000 sec): 3 clusters
  Score: Raw -1148231.637767 + Penalty 3028.096413 = -1145203.541353
  nChanged 379
		SP:Iteration 10Q (87140.420000 sec): 3 clusters
  Score: Raw -1148624.994146 + Penalty 3028.096413 = -1145596.897733
  nChanged 326
		SP:Iteration 11Q (87140.580000 sec): 3 clusters
  Score: Raw -1148986.634226 + Penalty 3028.096413 = -1145958.537813
  nChanged 265
		SP:Iteration 12Q (87140.790000 sec): 3 clusters
  Score: Raw -1149230.266655 + Penalty 3028.096413 = -1146202.170242
  nChanged 193
		SP:Iteration 13Q (87141.040000 sec): 3 clusters
  Score: Raw -1149400.706834 + Penalty 3028.096413 = -1146372.610420
  nChanged 154
		SP:Iteration 14Q (87141.220000 sec): 3 clusters
  Score: Raw -1149486.707202 + Penalty 3028.096413 = -1146458.610789
  nChanged 106
		SP:Iteration 15Q (87141.400000 sec): 3 clusters
  Score: Raw -1149541.561091 + Penalty 3028.096413 = -1146513.464677
  nChanged 82
		SP:Iteration 16Q (87141.570000 sec): 3 clusters
  Score: Raw -1149586.998623 + Penalty 3028.096413 = -1146558.902209
  nChanged 64
		SP:Iteration 17Q (87141.750000 sec): 3 clusters
  Score: Raw -1149609.389298 + Penalty 3028.096413 = -1146581.292885
  nChanged 43
		SP:Iteration 18Q (87141.970000 sec): 3 clusters
  Score: Raw -1149626.310803 + Penalty 3028.096413 = -1146598.214390
  nChanged 38
		SP:Iteration 19Q (87142.180000 sec): 3 clusters
  Score: Raw -1149639.215389 + Penalty 3028.096413 = -1146611.118976
  nChanged 21
		SP:Iteration 20F (87142.390000 sec): 3 clusters
  Score: Raw -1149648.787080 + Penalty 3028.096413 = -1146620.690667
  nChanged 15
		SP:Iteration 21Q (87142.610000 sec): 3 clusters
  Score: Raw -1149654.483087 + Penalty 3028.096413 = -1146626.386674
  nChanged 12
		SP:Iteration 22Q (87142.790000 sec): 3 clusters
  Score: Raw -1149658.790213 + Penalty 3028.096413 = -1146630.693799
  nChanged 11
		SP:Iteration 23Q (87142.970000 sec): 3 clusters
  Score: Raw -1149660.769642 + Penalty 3028.096413 = -1146632.673229
  nChanged 5
		SP:Iteration 24Q (87143.140000 sec): 3 clusters
  Score: Raw -1149662.214988 + Penalty 3028.096413 = -1146634.118574
  nChanged 11
		SP:Iteration 25Q (87143.350000 sec): 3 clusters
  Score: Raw -1149665.001916 + Penalty 3028.096413 = -1146636.905502
  nChanged 8
		SP:Iteration 26Q (87143.560000 sec): 3 clusters
  Score: Raw -1149667.171527 + Penalty 3028.096413 = -1146639.075113
  nChanged 6
		SP:Iteration 27Q (87143.800000 sec): 3 clusters
  Score: Raw -1149668.847638 + Penalty 3028.096413 = -1146640.751225
  nChanged 6
		SP:Iteration 28Q (87144.010000 sec): 3 clusters
  Score: Raw -1149670.252477 + Penalty 3028.096413 = -1146642.156064
  nChanged 4
		SP:Iteration 29Q (87144.190000 sec): 3 clusters
  Score: Raw -1149670.718122 + Penalty 3028.096413 = -1146642.621708
  nChanged 3
		SP:Iteration 30Q (87144.370000 sec): 3 clusters
  Score: Raw -1149671.271829 + Penalty 3028.096413 = -1146643.175415
  nChanged 2
		SP:Iteration 31Q (87144.570000 sec): 3 clusters
  Score: Raw -1149671.646616 + Penalty 3028.096413 = -1146643.550203
  nChanged 2
		SP:Iteration 32Q (87144.820000 sec): 3 clusters
  Score: Raw -1149672.172542 + Penalty 3028.096413 = -1146644.076129
  nChanged 3
		SP:Iteration 33Q (87145.000000 sec): 3 clusters
  Score: Raw -1149672.813425 + Penalty 3028.096413 = -1146644.717012
  nChanged 2
		SP:Iteration 34Q (87145.170000 sec): 3 clusters
  Score: Raw -1149673.430099 + Penalty 3028.096413 = -1146645.333686
  nChanged 5
		SP:Iteration 35Q (87145.460000 sec): 3 clusters
  Score: Raw -1149674.674889 + Penalty 3028.096413 = -1146646.578476
  nChanged 2
		SP:Iteration 36Q (87145.680000 sec): 3 clusters
  Score: Raw -1149675.055319 + Penalty 3028.096413 = -1146646.958906
  nChanged 4
		SP:Iteration 37Q (87145.820000 sec): 3 clusters
  Score: Raw -1149675.606001 + Penalty 3028.096413 = -1146647.509588
  nChanged 2
		SP:Iteration 38Q (87146.050000 sec): 3 clusters
  Score: Raw -1149676.033336 + Penalty 3028.096413 = -1146647.936923
  nChanged 1
		SP:Iteration 39Q (87146.260000 sec): 3 clusters
  Score: Raw -1149676.219653 + Penalty 3028.096413 = -1146648.123240
  nChanged 0
		SP:Iteration 40F (87146.540000 sec): 3 clusters
  Score: Raw -1149676.219653 + Penalty 3028.096413 = -1146648.123240
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (74702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87146.950000 sec): 2 clusters
  Score: Raw -7647294.231200 + Penalty 1823.455098 = -7645470.776102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87147.610000 sec): 3 clusters
  Score: Raw -7599277.650326 + Penalty 3646.910197 = -7595630.740129
  nChanged 35376
		SP:Iteration 1F (87148.160000 sec): 3 clusters
  Score: Raw -7619619.069436 + Penalty 3646.910197 = -7615972.159239
  nChanged 2786
		SP:Iteration 2Q (87148.820000 sec): 3 clusters
  Score: Raw -7620478.389687 + Penalty 3646.910197 = -7616831.479490
  nChanged 3149
		SP:Iteration 3Q (87149.440000 sec): 3 clusters
  Score: Raw -7621626.277109 + Penalty 3646.910197 = -7617979.366912
  nChanged 3615
		SP:Iteration 4Q (87150.000000 sec): 3 clusters
  Score: Raw -7623265.219758 + Penalty 3646.910197 = -7619618.309561
  nChanged 4312
		SP:Iteration 5F (87150.560000 sec): 3 clusters
  Score: Raw -7625561.468715 + Penalty 3646.910197 = -7621914.558518
  nChanged 4753
		SP:Iteration 6F (87151.140000 sec): 3 clusters
  Score: Raw -7628607.811820 + Penalty 3646.910197 = -7624960.901623
  nChanged 5083
		SP:Iteration 7F (87151.700000 sec): 3 clusters
  Score: Raw -7632338.587110 + Penalty 3646.910197 = -7628691.676913
  nChanged 4768
		SP:Iteration 8F (87152.270000 sec): 3 clusters
  Score: Raw -7636328.776366 + Penalty 3646.910197 = -7632681.866169
  nChanged 3862
		SP:Iteration 9F (87152.810000 sec): 3 clusters
  Score: Raw -7640102.909872 + Penalty 3646.910197 = -7636455.999675
  nChanged 2889
		SP:Iteration 10Q (87153.380000 sec): 3 clusters
  Score: Raw -7642747.122473 + Penalty 3646.910197 = -7639100.212276
  nChanged 1965
		SP:Iteration 11Q (87153.910000 sec): 3 clusters
  Score: Raw -7644244.042074 + Penalty 3646.910197 = -7640597.131877
  nChanged 1353
		SP:Iteration 12Q (87154.410000 sec): 3 clusters
  Score: Raw -7645061.351116 + Penalty 3646.910197 = -7641414.440919
  nChanged 1014
		SP:Iteration 13Q (87154.920000 sec): 3 clusters
  Score: Raw -7645565.928750 + Penalty 3646.910197 = -7641919.018553
  nChanged 851
		SP:Iteration 14Q (87155.480000 sec): 3 clusters
  Score: Raw -7645962.170283 + Penalty 3646.910197 = -7642315.260086
  nChanged 728
		SP:Iteration 15Q (87156.000000 sec): 3 clusters
  Score: Raw -7646264.897992 + Penalty 3646.910197 = -7642617.987795
  nChanged 622
		SP:Iteration 16Q (87156.570000 sec): 3 clusters
  Score: Raw -7646502.097222 + Penalty 3646.910197 = -7642855.187025
  nChanged 543
		SP:Iteration 17Q (87157.130000 sec): 3 clusters
  Score: Raw -7646689.692193 + Penalty 3646.910197 = -7643042.781996
  nChanged 448
		SP:Iteration 18Q (87157.660000 sec): 3 clusters
  Score: Raw -7646827.691524 + Penalty 3646.910197 = -7643180.781327
  nChanged 400
		SP:Iteration 19Q (87158.200000 sec): 3 clusters
  Score: Raw -7646939.684625 + Penalty 3646.910197 = -7643292.774428
  nChanged 347
		SP:Iteration 20F (87158.760000 sec): 3 clusters
  Score: Raw -7647023.343741 + Penalty 3646.910197 = -7643376.433544
  nChanged 316
		SP:Iteration 21Q (87159.230000 sec): 3 clusters
  Score: Raw -7647095.296256 + Penalty 3646.910197 = -7643448.386059
  nChanged 272
		SP:Iteration 22Q (87159.780000 sec): 3 clusters
  Score: Raw -7647155.875551 + Penalty 3646.910197 = -7643508.965354
  nChanged 264
		SP:Iteration 23Q (87160.320000 sec): 3 clusters
  Score: Raw -7647211.594398 + Penalty 3646.910197 = -7643564.684201
  nChanged 221
		SP:Iteration 24Q (87160.790000 sec): 3 clusters
  Score: Raw -7647250.648689 + Penalty 3646.910197 = -7643603.738492
  nChanged 174
		SP:Iteration 25Q (87161.290000 sec): 3 clusters
  Score: Raw -7647278.628841 + Penalty 3646.910197 = -7643631.718644
  nChanged 154
		SP:Iteration 26Q (87161.800000 sec): 3 clusters
  Score: Raw -7647302.015318 + Penalty 3646.910197 = -7643655.105121
  nChanged 146
		SP:Iteration 27Q (87162.290000 sec): 3 clusters
  Score: Raw -7647320.704293 + Penalty 3646.910197 = -7643673.794096
  nChanged 113
		SP:Iteration 28Q (87162.740000 sec): 3 clusters
  Score: Raw -7647334.871280 + Penalty 3646.910197 = -7643687.961083
  nChanged 120
		SP:Iteration 29Q (87163.220000 sec): 3 clusters
  Score: Raw -7647350.198423 + Penalty 3646.910197 = -7643703.288226
  nChanged 114
		SP:Iteration 30Q (87163.700000 sec): 3 clusters
  Score: Raw -7647364.143240 + Penalty 3646.910197 = -7643717.233043
  nChanged 117
		SP:Iteration 31Q (87164.220000 sec): 3 clusters
  Score: Raw -7647378.859389 + Penalty 3646.910197 = -7643731.949192
  nChanged 116
		SP:Iteration 32Q (87164.740000 sec): 3 clusters
  Score: Raw -7647394.030428 + Penalty 3646.910197 = -7643747.120231
  nChanged 114
		SP:Iteration 33Q (87165.280000 sec): 3 clusters
  Score: Raw -7647410.591722 + Penalty 3646.910197 = -7643763.681525
  nChanged 112
		SP:Iteration 34Q (87165.780000 sec): 3 clusters
  Score: Raw -7647425.857137 + Penalty 3646.910197 = -7643778.946940
  nChanged 106
		SP:Iteration 35Q (87166.320000 sec): 3 clusters
  Score: Raw -7647442.168120 + Penalty 3646.910197 = -7643795.257923
  nChanged 107
		SP:Iteration 36Q (87166.840000 sec): 3 clusters
  Score: Raw -7647457.546929 + Penalty 3646.910197 = -7643810.636732
  nChanged 100
		SP:Iteration 37Q (87167.360000 sec): 3 clusters
  Score: Raw -7647469.699317 + Penalty 3646.910197 = -7643822.789120
  nChanged 89
		SP:Iteration 38Q (87167.860000 sec): 3 clusters
  Score: Raw -7647480.187234 + Penalty 3646.910197 = -7643833.277037
  nChanged 90
		SP:Iteration 39Q (87168.450000 sec): 3 clusters
  Score: Raw -7647492.121808 + Penalty 3646.910197 = -7643845.211611
  nChanged 88
		SP:Iteration 40F (87168.990000 sec): 3 clusters
  Score: Raw -7647504.270957 + Penalty 3646.910197 = -7643857.360760
  nChanged 74
		SP:Iteration 41Q (87169.520000 sec): 3 clusters
  Score: Raw -7647514.157758 + Penalty 3646.910197 = -7643867.247561
  nChanged 73
		SP:Iteration 42Q (87170.070000 sec): 3 clusters
  Score: Raw -7647522.947704 + Penalty 3646.910197 = -7643876.037507
  nChanged 72
		SP:Iteration 43Q (87170.570000 sec): 3 clusters
  Score: Raw -7647532.273894 + Penalty 3646.910197 = -7643885.363697
  nChanged 66
		SP:Iteration 44Q (87171.100000 sec): 3 clusters
  Score: Raw -7647541.198884 + Penalty 3646.910197 = -7643894.288687
  nChanged 73
		SP:Iteration 45Q (87171.650000 sec): 3 clusters
  Score: Raw -7647550.325768 + Penalty 3646.910197 = -7643903.415571
  nChanged 71
		SP:Iteration 46Q (87172.190000 sec): 3 clusters
  Score: Raw -7647559.893122 + Penalty 3646.910197 = -7643912.982925
  nChanged 73
		SP:Iteration 47Q (87172.690000 sec): 3 clusters
  Score: Raw -7647569.040832 + Penalty 3646.910197 = -7643922.130635
  nChanged 69
		SP:Iteration 48Q (87173.230000 sec): 3 clusters
  Score: Raw -7647576.809251 + Penalty 3646.910197 = -7643929.899054
  nChanged 58
		SP:Iteration 49Q (87173.780000 sec): 3 clusters
  Score: Raw -7647583.256415 + Penalty 3646.910197 = -7643936.346218
  nChanged 42
		SP:Iteration 50Q (87174.300000 sec): 3 clusters
  Score: Raw -7647587.979039 + Penalty 3646.910197 = -7643941.068842
  nChanged 45
		SP:Iteration 51Q (87174.890000 sec): 3 clusters
  Score: Raw -7647591.797165 + Penalty 3646.910197 = -7643944.886968
  nChanged 34
		SP:Iteration 52Q (87175.340000 sec): 3 clusters
  Score: Raw -7647595.041476 + Penalty 3646.910197 = -7643948.131279
  nChanged 31
		SP:Iteration 53Q (87175.840000 sec): 3 clusters
  Score: Raw -7647597.584321 + Penalty 3646.910197 = -7643950.674124
  nChanged 32
		SP:Iteration 54Q (87176.400000 sec): 3 clusters
  Score: Raw -7647600.186594 + Penalty 3646.910197 = -7643953.276397
  nChanged 22
		SP:Iteration 55Q (87176.980000 sec): 3 clusters
  Score: Raw -7647602.009265 + Penalty 3646.910197 = -7643955.099068
  nChanged 27
		SP:Iteration 56Q (87177.510000 sec): 3 clusters
  Score: Raw -7647605.078027 + Penalty 3646.910197 = -7643958.167830
  nChanged 31
		SP:Iteration 57Q (87178.070000 sec): 3 clusters
  Score: Raw -7647607.712587 + Penalty 3646.910197 = -7643960.802390
  nChanged 26
		SP:Iteration 58Q (87178.580000 sec): 3 clusters
  Score: Raw -7647610.078776 + Penalty 3646.910197 = -7643963.168579
  nChanged 23
		SP:Iteration 59Q (87179.140000 sec): 3 clusters
  Score: Raw -7647612.309974 + Penalty 3646.910197 = -7643965.399777
  nChanged 23
		SP:Iteration 60F (87179.700000 sec): 3 clusters
  Score: Raw -7647614.480447 + Penalty 3646.910197 = -7643967.570250
  nChanged 22
		SP:Iteration 61Q (87180.190000 sec): 3 clusters
  Score: Raw -7647616.507270 + Penalty 3646.910197 = -7643969.597073
  nChanged 15
		SP:Iteration 62Q (87180.760000 sec): 3 clusters
  Score: Raw -7647617.472413 + Penalty 3646.910197 = -7643970.562216
  nChanged 11
		SP:Iteration 63Q (87181.280000 sec): 3 clusters
  Score: Raw -7647618.169726 + Penalty 3646.910197 = -7643971.259529
  nChanged 12
		SP:Iteration 64Q (87181.850000 sec): 3 clusters
  Score: Raw -7647618.940168 + Penalty 3646.910197 = -7643972.029971
  nChanged 11
		SP:Iteration 65Q (87182.420000 sec): 3 clusters
  Score: Raw -7647619.785024 + Penalty 3646.910197 = -7643972.874827
  nChanged 11
		SP:Iteration 66Q (87183.000000 sec): 3 clusters
  Score: Raw -7647620.517007 + Penalty 3646.910197 = -7643973.606810
  nChanged 11
		SP:Iteration 67Q (87183.580000 sec): 3 clusters
  Score: Raw -7647621.337262 + Penalty 3646.910197 = -7643974.427065
  nChanged 8
		SP:Iteration 68Q (87184.150000 sec): 3 clusters
  Score: Raw -7647621.775464 + Penalty 3646.910197 = -7643974.865267
  nChanged 8
		SP:Iteration 69Q (87184.650000 sec): 3 clusters
  Score: Raw -7647622.316517 + Penalty 3646.910197 = -7643975.406320
  nChanged 8
		SP:Iteration 70Q (87185.230000 sec): 3 clusters
  Score: Raw -7647622.771652 + Penalty 3646.910197 = -7643975.861455
  nChanged 6
		SP:Iteration 71Q (87185.750000 sec): 3 clusters
  Score: Raw -7647623.188266 + Penalty 3646.910197 = -7643976.278069
  nChanged 6
		SP:Iteration 72Q (87186.380000 sec): 3 clusters
  Score: Raw -7647623.772631 + Penalty 3646.910197 = -7643976.862434
  nChanged 7
		SP:Iteration 73Q (87187.020000 sec): 3 clusters
  Score: Raw -7647624.333991 + Penalty 3646.910197 = -7643977.423794
  nChanged 2
		SP:Iteration 74Q (87187.660000 sec): 3 clusters
  Score: Raw -7647624.551516 + Penalty 3646.910197 = -7643977.641319
  nChanged 3
		SP:Iteration 75Q (87188.250000 sec): 3 clusters
  Score: Raw -7647624.698314 + Penalty 3646.910197 = -7643977.788117
  nChanged 4
		SP:Iteration 76Q (87188.880000 sec): 3 clusters
  Score: Raw -7647624.850238 + Penalty 3646.910197 = -7643977.940041
  nChanged 4
		SP:Iteration 77Q (87189.480000 sec): 3 clusters
  Score: Raw -7647625.174871 + Penalty 3646.910197 = -7643978.264674
  nChanged 6
		SP:Iteration 78Q (87190.040000 sec): 3 clusters
  Score: Raw -7647625.905404 + Penalty 3646.910197 = -7643978.995207
  nChanged 9
		SP:Iteration 79Q (87190.590000 sec): 3 clusters
  Score: Raw -7647626.393906 + Penalty 3646.910197 = -7643979.483710
  nChanged 3
		SP:Iteration 80F (87191.160000 sec): 3 clusters
  Score: Raw -7647626.500297 + Penalty 3646.910197 = -7643979.590100
  nChanged 2
		SP:Iteration 81Q (87191.700000 sec): 3 clusters
  Score: Raw -7647626.602727 + Penalty 3646.910197 = -7643979.692530
  nChanged 1
		SP:Iteration 82Q (87192.130000 sec): 3 clusters
  Score: Raw -7647626.672463 + Penalty 3646.910197 = -7643979.762266
  nChanged 1
		SP:Iteration 83Q (87192.630000 sec): 3 clusters
  Score: Raw -7647626.699044 + Penalty 3646.910197 = -7643979.788847
  nChanged 1
		SP:Iteration 84Q (87193.130000 sec): 3 clusters
  Score: Raw -7647626.746324 + Penalty 3646.910197 = -7643979.836127
  nChanged 1
		SP:Iteration 85Q (87193.690000 sec): 3 clusters
  Score: Raw -7647626.773276 + Penalty 3646.910197 = -7643979.863079
  nChanged 0
		SP:Iteration 86F (87194.280000 sec): 3 clusters
  Score: Raw -7647626.773276 + Penalty 3646.910197 = -7643979.863079
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (23385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87194.490000 sec): 2 clusters
  Score: Raw -2428123.652026 + Penalty 1634.725636 = -2426488.926389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87194.740000 sec): 3 clusters
  Score: Raw -2413921.700599 + Penalty 3269.451273 = -2410652.249326
  nChanged 10680
		SP:Iteration 1F (87195.060000 sec): 3 clusters
  Score: Raw -2420268.959892 + Penalty 3269.451273 = -2416999.508619
  nChanged 1480
		SP:Iteration 2F (87195.380000 sec): 3 clusters
  Score: Raw -2421029.085400 + Penalty 3269.451273 = -2417759.634127
  nChanged 1426
		SP:Iteration 3F (87195.660000 sec): 3 clusters
  Score: Raw -2421893.384348 + Penalty 3269.451273 = -2418623.933075
  nChanged 1419
		SP:Iteration 4F (87195.970000 sec): 3 clusters
  Score: Raw -2422859.189394 + Penalty 3269.451273 = -2419589.738122
  nChanged 1429
		SP:Iteration 5F (87196.270000 sec): 3 clusters
  Score: Raw -2423804.363589 + Penalty 3269.451273 = -2420534.912316
  nChanged 1284
		SP:Iteration 6F (87196.610000 sec): 3 clusters
  Score: Raw -2424594.740288 + Penalty 3269.451273 = -2421325.289015
  nChanged 1107
		SP:Iteration 7Q (87196.900000 sec): 3 clusters
  Score: Raw -2425211.303403 + Penalty 3269.451273 = -2421941.852130
  nChanged 934
		SP:Iteration 8Q (87197.190000 sec): 3 clusters
  Score: Raw -2425701.480731 + Penalty 3269.451273 = -2422432.029458
  nChanged 747
		SP:Iteration 9Q (87197.550000 sec): 3 clusters
  Score: Raw -2426055.735389 + Penalty 3269.451273 = -2422786.284117
  nChanged 613
		SP:Iteration 10Q (87197.850000 sec): 3 clusters
  Score: Raw -2426316.130174 + Penalty 3269.451273 = -2423046.678901
  nChanged 488
		SP:Iteration 11Q (87198.190000 sec): 3 clusters
  Score: Raw -2426502.933200 + Penalty 3269.451273 = -2423233.481927
  nChanged 428
		SP:Iteration 12Q (87198.480000 sec): 3 clusters
  Score: Raw -2426647.606924 + Penalty 3269.451273 = -2423378.155651
  nChanged 323
		SP:Iteration 13Q (87198.810000 sec): 3 clusters
  Score: Raw -2426742.093683 + Penalty 3269.451273 = -2423472.642411
  nChanged 280
		SP:Iteration 14Q (87199.130000 sec): 3 clusters
  Score: Raw -2426820.342401 + Penalty 3269.451273 = -2423550.891128
  nChanged 263
		SP:Iteration 15Q (87199.440000 sec): 3 clusters
  Score: Raw -2426893.637889 + Penalty 3269.451273 = -2423624.186616
  nChanged 256
		SP:Iteration 16Q (87199.740000 sec): 3 clusters
  Score: Raw -2426963.176244 + Penalty 3269.451273 = -2423693.724971
  nChanged 253
		SP:Iteration 17Q (87200.080000 sec): 3 clusters
  Score: Raw -2427033.604988 + Penalty 3269.451273 = -2423764.153715
  nChanged 238
		SP:Iteration 18Q (87200.350000 sec): 3 clusters
  Score: Raw -2427099.801856 + Penalty 3269.451273 = -2423830.350583
  nChanged 231
		SP:Iteration 19Q (87200.720000 sec): 3 clusters
  Score: Raw -2427162.051820 + Penalty 3269.451273 = -2423892.600547
  nChanged 228
		SP:Iteration 20F (87201.030000 sec): 3 clusters
  Score: Raw -2427227.416754 + Penalty 3269.451273 = -2423957.965482
  nChanged 242
		SP:Iteration 21Q (87201.340000 sec): 3 clusters
  Score: Raw -2427311.735372 + Penalty 3269.451273 = -2424042.284099
  nChanged 246
		SP:Iteration 22Q (87201.660000 sec): 3 clusters
  Score: Raw -2427392.620066 + Penalty 3269.451273 = -2424123.168793
  nChanged 252
		SP:Iteration 23Q (87202.010000 sec): 3 clusters
  Score: Raw -2427468.186419 + Penalty 3269.451273 = -2424198.735146
  nChanged 251
		SP:Iteration 24Q (87202.290000 sec): 3 clusters
  Score: Raw -2427555.047206 + Penalty 3269.451273 = -2424285.595933
  nChanged 258
		SP:Iteration 25Q (87202.630000 sec): 3 clusters
  Score: Raw -2427640.342782 + Penalty 3269.451273 = -2424370.891509
  nChanged 249
		SP:Iteration 26Q (87202.980000 sec): 3 clusters
  Score: Raw -2427724.388598 + Penalty 3269.451273 = -2424454.937325
  nChanged 242
		SP:Iteration 27Q (87203.350000 sec): 3 clusters
  Score: Raw -2427802.206952 + Penalty 3269.451273 = -2424532.755679
  nChanged 227
		SP:Iteration 28Q (87203.620000 sec): 3 clusters
  Score: Raw -2427878.205182 + Penalty 3269.451273 = -2424608.753910
  nChanged 223
		SP:Iteration 29Q (87203.890000 sec): 3 clusters
  Score: Raw -2427956.218717 + Penalty 3269.451273 = -2424686.767445
  nChanged 215
		SP:Iteration 30Q (87204.220000 sec): 3 clusters
  Score: Raw -2428026.812410 + Penalty 3269.451273 = -2424757.361138
  nChanged 205
		SP:Iteration 31Q (87204.610000 sec): 3 clusters
  Score: Raw -2428088.571008 + Penalty 3269.451273 = -2424819.119735
  nChanged 178
		SP:Iteration 32Q (87204.930000 sec): 3 clusters
  Score: Raw -2428148.498777 + Penalty 3269.451273 = -2424879.047505
  nChanged 187
		SP:Iteration 33Q (87205.300000 sec): 3 clusters
  Score: Raw -2428221.919782 + Penalty 3269.451273 = -2424952.468510
  nChanged 211
		SP:Iteration 34Q (87205.660000 sec): 3 clusters
  Score: Raw -2428308.362531 + Penalty 3269.451273 = -2425038.911258
  nChanged 208
		SP:Iteration 35Q (87205.950000 sec): 3 clusters
  Score: Raw -2428383.744116 + Penalty 3269.451273 = -2425114.292843
  nChanged 162
		SP:Iteration 36Q (87206.210000 sec): 3 clusters
  Score: Raw -2428437.724558 + Penalty 3269.451273 = -2425168.273285
  nChanged 171
		SP:Iteration 37Q (87206.530000 sec): 3 clusters
  Score: Raw -2428497.673864 + Penalty 3269.451273 = -2425228.222591
  nChanged 139
		SP:Iteration 38Q (87206.850000 sec): 3 clusters
  Score: Raw -2428547.666283 + Penalty 3269.451273 = -2425278.215010
  nChanged 133
		SP:Iteration 39Q (87207.120000 sec): 3 clusters
  Score: Raw -2428600.391653 + Penalty 3269.451273 = -2425330.940380
  nChanged 140
		SP:Iteration 40F (87207.470000 sec): 3 clusters
  Score: Raw -2428654.990292 + Penalty 3269.451273 = -2425385.539019
  nChanged 127
		SP:Iteration 41Q (87207.760000 sec): 3 clusters
  Score: Raw -2428709.301492 + Penalty 3269.451273 = -2425439.850219
  nChanged 111
		SP:Iteration 42Q (87208.040000 sec): 3 clusters
  Score: Raw -2428757.079096 + Penalty 3269.451273 = -2425487.627824
  nChanged 115
		SP:Iteration 43Q (87208.390000 sec): 3 clusters
  Score: Raw -2428805.087897 + Penalty 3269.451273 = -2425535.636625
  nChanged 120
		SP:Iteration 44Q (87208.650000 sec): 3 clusters
  Score: Raw -2428859.420581 + Penalty 3269.451273 = -2425589.969308
  nChanged 111
		SP:Iteration 45Q (87209.010000 sec): 3 clusters
  Score: Raw -2428899.355715 + Penalty 3269.451273 = -2425629.904442
  nChanged 90
		SP:Iteration 46Q (87209.290000 sec): 3 clusters
  Score: Raw -2428939.281129 + Penalty 3269.451273 = -2425669.829856
  nChanged 82
		SP:Iteration 47Q (87209.610000 sec): 3 clusters
  Score: Raw -2428976.791397 + Penalty 3269.451273 = -2425707.340124
  nChanged 82
		SP:Iteration 48Q (87209.860000 sec): 3 clusters
  Score: Raw -2429017.576889 + Penalty 3269.451273 = -2425748.125616
  nChanged 91
		SP:Iteration 49Q (87210.160000 sec): 3 clusters
  Score: Raw -2429078.726941 + Penalty 3269.451273 = -2425809.275668
  nChanged 94
		SP:Iteration 50Q (87210.430000 sec): 3 clusters
  Score: Raw -2429156.690430 + Penalty 3269.451273 = -2425887.239157
  nChanged 118
		SP:Iteration 51Q (87210.730000 sec): 3 clusters
  Score: Raw -2429242.138523 + Penalty 3269.451273 = -2425972.687251
  nChanged 99
		SP:Iteration 52Q (87210.970000 sec): 3 clusters
  Score: Raw -2429297.353551 + Penalty 3269.451273 = -2426027.902278
  nChanged 87
		SP:Iteration 53Q (87211.280000 sec): 3 clusters
  Score: Raw -2429347.871867 + Penalty 3269.451273 = -2426078.420594
  nChanged 82
		SP:Iteration 54Q (87211.520000 sec): 3 clusters
  Score: Raw -2429403.756778 + Penalty 3269.451273 = -2426134.305505
  nChanged 83
		SP:Iteration 55Q (87211.860000 sec): 3 clusters
  Score: Raw -2429469.473108 + Penalty 3269.451273 = -2426200.021835
  nChanged 70
		SP:Iteration 56Q (87212.180000 sec): 3 clusters
  Score: Raw -2429528.365020 + Penalty 3269.451273 = -2426258.913747
  nChanged 69
		SP:Iteration 57Q (87212.420000 sec): 3 clusters
  Score: Raw -2429585.112051 + Penalty 3269.451273 = -2426315.660778
  nChanged 46
		SP:Iteration 58Q (87212.710000 sec): 3 clusters
  Score: Raw -2429631.032053 + Penalty 3269.451273 = -2426361.580780
  nChanged 46
		SP:Iteration 59Q (87213.010000 sec): 3 clusters
  Score: Raw -2429668.911060 + Penalty 3269.451273 = -2426399.459787
  nChanged 40
		SP:Iteration 60F (87213.330000 sec): 3 clusters
  Score: Raw -2429922.908591 + Penalty 3269.451273 = -2426653.457318
  nChanged 90
		SP:Iteration 61Q (87213.600000 sec): 3 clusters
  Score: Raw -2430116.100509 + Penalty 3269.451273 = -2426846.649236
  nChanged 71
		SP:Iteration 62Q (87213.900000 sec): 3 clusters
  Score: Raw -2430176.978756 + Penalty 3269.451273 = -2426907.527483
  nChanged 48
		SP:Iteration 63Q (87214.230000 sec): 3 clusters
  Score: Raw -2430215.328542 + Penalty 3269.451273 = -2426945.877269
  nChanged 36
		SP:Iteration 64Q (87214.510000 sec): 3 clusters
  Score: Raw -2430242.211685 + Penalty 3269.451273 = -2426972.760412
  nChanged 25
		SP:Iteration 65Q (87214.800000 sec): 3 clusters
  Score: Raw -2430254.297963 + Penalty 3269.451273 = -2426984.846690
  nChanged 13
		SP:Iteration 66Q (87215.060000 sec): 3 clusters
  Score: Raw -2430258.770027 + Penalty 3269.451273 = -2426989.318754
  nChanged 9
		SP:Iteration 67Q (87215.340000 sec): 3 clusters
  Score: Raw -2430260.777283 + Penalty 3269.451273 = -2426991.326010
  nChanged 2
		SP:Iteration 68Q (87215.590000 sec): 3 clusters
  Score: Raw -2430261.121636 + Penalty 3269.451273 = -2426991.670364
  nChanged 0
		SP:Iteration 69F (87215.950000 sec): 3 clusters
  Score: Raw -2430262.881702 + Penalty 3269.451273 = -2426993.430429
  nChanged 2
		SP:Iteration 70Q (87216.220000 sec): 3 clusters
  Score: Raw -2430264.453433 + Penalty 3269.451273 = -2426995.002160
  nChanged 5
		SP:Iteration 71Q (87216.540000 sec): 3 clusters
  Score: Raw -2430266.817726 + Penalty 3269.451273 = -2426997.366453
  nChanged 3
		SP:Iteration 72Q (87216.840000 sec): 3 clusters
  Score: Raw -2430267.671318 + Penalty 3269.451273 = -2426998.220045
  nChanged 1
		SP:Iteration 73Q (87217.150000 sec): 3 clusters
  Score: Raw -2430267.870072 + Penalty 3269.451273 = -2426998.418800
  nChanged 1
		SP:Iteration 74Q (87217.450000 sec): 3 clusters
  Score: Raw -2430268.083570 + Penalty 3269.451273 = -2426998.632297
  nChanged 0
		SP:Iteration 75F (87217.830000 sec): 3 clusters
  Score: Raw -2430268.083570 + Penalty 3269.451273 = -2426998.632297
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (38407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87218.140000 sec): 2 clusters
  Score: Raw -3742919.256378 + Penalty 1715.349190 = -3741203.907188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87218.530000 sec): 3 clusters
  Score: Raw -3718976.657168 + Penalty 3430.698379 = -3715545.958788
  nChanged 17918
		SP:Iteration 1F (87218.940000 sec): 3 clusters
  Score: Raw -3729217.430164 + Penalty 3430.698379 = -3725786.731785
  nChanged 2033
		SP:Iteration 2F (87219.290000 sec): 3 clusters
  Score: Raw -3730084.124176 + Penalty 3430.698379 = -3726653.425797
  nChanged 2037
		SP:Iteration 3F (87219.710000 sec): 3 clusters
  Score: Raw -3730999.123319 + Penalty 3430.698379 = -3727568.424940
  nChanged 1997
		SP:Iteration 4F (87220.160000 sec): 3 clusters
  Score: Raw -3731946.365121 + Penalty 3430.698379 = -3728515.666742
  nChanged 2041
		SP:Iteration 5F (87220.570000 sec): 3 clusters
  Score: Raw -3732883.234869 + Penalty 3430.698379 = -3729452.536490
  nChanged 1946
		SP:Iteration 6F (87220.970000 sec): 3 clusters
  Score: Raw -3733781.999819 + Penalty 3430.698379 = -3730351.301439
  nChanged 1870
		SP:Iteration 7Q (87221.310000 sec): 3 clusters
  Score: Raw -3734657.713497 + Penalty 3430.698379 = -3731227.015118
  nChanged 1730
		SP:Iteration 8Q (87221.760000 sec): 3 clusters
  Score: Raw -3735531.029794 + Penalty 3430.698379 = -3732100.331414
  nChanged 1712
		SP:Iteration 9Q (87222.180000 sec): 3 clusters
  Score: Raw -3736391.575533 + Penalty 3430.698379 = -3732960.877153
  nChanged 1597
		SP:Iteration 10Q (87222.550000 sec): 3 clusters
  Score: Raw -3737208.262389 + Penalty 3430.698379 = -3733777.564009
  nChanged 1547
		SP:Iteration 11Q (87222.950000 sec): 3 clusters
  Score: Raw -3738043.455749 + Penalty 3430.698379 = -3734612.757370
  nChanged 1559
		SP:Iteration 12Q (87223.440000 sec): 3 clusters
  Score: Raw -3738922.104526 + Penalty 3430.698379 = -3735491.406146
  nChanged 1521
		SP:Iteration 13Q (87223.920000 sec): 3 clusters
  Score: Raw -3739790.389080 + Penalty 3430.698379 = -3736359.690700
  nChanged 1462
		SP:Iteration 14Q (87224.330000 sec): 3 clusters
  Score: Raw -3740692.497460 + Penalty 3430.698379 = -3737261.799081
  nChanged 1357
		SP:Iteration 15Q (87224.730000 sec): 3 clusters
  Score: Raw -3741585.806723 + Penalty 3430.698379 = -3738155.108343
  nChanged 1195
		SP:Iteration 16Q (87225.090000 sec): 3 clusters
  Score: Raw -3742371.788189 + Penalty 3430.698379 = -3738941.089809
  nChanged 909
		SP:Iteration 17Q (87225.500000 sec): 3 clusters
  Score: Raw -3742927.092226 + Penalty 3430.698379 = -3739496.393847
  nChanged 655
		SP:Iteration 18Q (87225.900000 sec): 3 clusters
  Score: Raw -3743279.776261 + Penalty 3430.698379 = -3739849.077881
  nChanged 495
		SP:Iteration 19Q (87226.370000 sec): 3 clusters
  Score: Raw -3743532.152972 + Penalty 3430.698379 = -3740101.454592
  nChanged 356
		SP:Iteration 20F (87226.750000 sec): 3 clusters
  Score: Raw -3743712.861696 + Penalty 3430.698379 = -3740282.163316
  nChanged 230
		SP:Iteration 21Q (87227.120000 sec): 3 clusters
  Score: Raw -3743841.525028 + Penalty 3430.698379 = -3740410.826648
  nChanged 188
		SP:Iteration 22Q (87227.510000 sec): 3 clusters
  Score: Raw -3743933.436143 + Penalty 3430.698379 = -3740502.737764
  nChanged 135
		SP:Iteration 23Q (87227.870000 sec): 3 clusters
  Score: Raw -3743984.768244 + Penalty 3430.698379 = -3740554.069865
  nChanged 90
		SP:Iteration 24Q (87228.280000 sec): 3 clusters
  Score: Raw -3744019.496224 + Penalty 3430.698379 = -3740588.797844
  nChanged 65
		SP:Iteration 25Q (87228.680000 sec): 3 clusters
  Score: Raw -3744045.864851 + Penalty 3430.698379 = -3740615.166472
  nChanged 58
		SP:Iteration 26Q (87229.030000 sec): 3 clusters
  Score: Raw -3744071.191298 + Penalty 3430.698379 = -3740640.492919
  nChanged 47
		SP:Iteration 27Q (87229.410000 sec): 3 clusters
  Score: Raw -3744087.588092 + Penalty 3430.698379 = -3740656.889713
  nChanged 41
		SP:Iteration 28Q (87229.800000 sec): 3 clusters
  Score: Raw -3744100.860280 + Penalty 3430.698379 = -3740670.161901
  nChanged 33
		SP:Iteration 29Q (87230.200000 sec): 3 clusters
  Score: Raw -3744109.789480 + Penalty 3430.698379 = -3740679.091100
  nChanged 22
		SP:Iteration 30Q (87230.600000 sec): 3 clusters
  Score: Raw -3744113.795667 + Penalty 3430.698379 = -3740683.097287
  nChanged 10
		SP:Iteration 31Q (87230.970000 sec): 3 clusters
  Score: Raw -3744115.755594 + Penalty 3430.698379 = -3740685.057215
  nChanged 10
		SP:Iteration 32Q (87231.310000 sec): 3 clusters
  Score: Raw -3744117.975960 + Penalty 3430.698379 = -3740687.277581
  nChanged 5
		SP:Iteration 33Q (87231.660000 sec): 3 clusters
  Score: Raw -3744119.272442 + Penalty 3430.698379 = -3740688.574062
  nChanged 7
		SP:Iteration 34Q (87232.030000 sec): 3 clusters
  Score: Raw -3744121.294422 + Penalty 3430.698379 = -3740690.596042
  nChanged 8
		SP:Iteration 35Q (87232.370000 sec): 3 clusters
  Score: Raw -3744122.456793 + Penalty 3430.698379 = -3740691.758413
  nChanged 3
		SP:Iteration 36Q (87232.730000 sec): 3 clusters
  Score: Raw -3744122.878161 + Penalty 3430.698379 = -3740692.179781
  nChanged 1
		SP:Iteration 37Q (87233.090000 sec): 3 clusters
  Score: Raw -3744123.320081 + Penalty 3430.698379 = -3740692.621702
  nChanged 3
		SP:Iteration 38Q (87233.480000 sec): 3 clusters
  Score: Raw -3744124.010645 + Penalty 3430.698379 = -3740693.312265
  nChanged 4
		SP:Iteration 39Q (87233.820000 sec): 3 clusters
  Score: Raw -3744125.192624 + Penalty 3430.698379 = -3740694.494245
  nChanged 6
		SP:Iteration 40F (87234.210000 sec): 3 clusters
  Score: Raw -3744126.691286 + Penalty 3430.698379 = -3740695.992907
  nChanged 8
		SP:Iteration 41Q (87234.590000 sec): 3 clusters
  Score: Raw -3744128.660709 + Penalty 3430.698379 = -3740697.962330
  nChanged 10
		SP:Iteration 42Q (87234.980000 sec): 3 clusters
  Score: Raw -3744130.765140 + Penalty 3430.698379 = -3740700.066760
  nChanged 8
		SP:Iteration 43Q (87235.360000 sec): 3 clusters
  Score: Raw -3744132.316317 + Penalty 3430.698379 = -3740701.617937
  nChanged 13
		SP:Iteration 44Q (87235.730000 sec): 3 clusters
  Score: Raw -3744136.546627 + Penalty 3430.698379 = -3740705.848248
  nChanged 12
		SP:Iteration 45Q (87236.040000 sec): 3 clusters
  Score: Raw -3744140.317272 + Penalty 3430.698379 = -3740709.618893
  nChanged 14
		SP:Iteration 46Q (87236.380000 sec): 3 clusters
  Score: Raw -3744144.576495 + Penalty 3430.698379 = -3740713.878115
  nChanged 8
		SP:Iteration 47Q (87236.740000 sec): 3 clusters
  Score: Raw -3744146.540702 + Penalty 3430.698379 = -3740715.842322
  nChanged 9
		SP:Iteration 48Q (87237.120000 sec): 3 clusters
  Score: Raw -3744148.511484 + Penalty 3430.698379 = -3740717.813104
  nChanged 6
		SP:Iteration 49Q (87237.470000 sec): 3 clusters
  Score: Raw -3744150.034361 + Penalty 3430.698379 = -3740719.335981
  nChanged 4
		SP:Iteration 50Q (87237.840000 sec): 3 clusters
  Score: Raw -3744151.680454 + Penalty 3430.698379 = -3740720.982075
  nChanged 4
		SP:Iteration 51Q (87238.210000 sec): 3 clusters
  Score: Raw -3744152.827021 + Penalty 3430.698379 = -3740722.128641
  nChanged 6
		SP:Iteration 52Q (87238.610000 sec): 3 clusters
  Score: Raw -3744154.238471 + Penalty 3430.698379 = -3740723.540091
  nChanged 11
		SP:Iteration 53Q (87239.010000 sec): 3 clusters
  Score: Raw -3744157.228796 + Penalty 3430.698379 = -3740726.530416
  nChanged 7
		SP:Iteration 54Q (87239.380000 sec): 3 clusters
  Score: Raw -3744158.844215 + Penalty 3430.698379 = -3740728.145836
  nChanged 6
		SP:Iteration 55Q (87239.730000 sec): 3 clusters
  Score: Raw -3744160.476645 + Penalty 3430.698379 = -3740729.778266
  nChanged 7
		SP:Iteration 56Q (87240.070000 sec): 3 clusters
  Score: Raw -3744161.823873 + Penalty 3430.698379 = -3740731.125494
  nChanged 3
		SP:Iteration 57Q (87240.450000 sec): 3 clusters
  Score: Raw -3744162.960612 + Penalty 3430.698379 = -3740732.262232
  nChanged 4
		SP:Iteration 58Q (87240.830000 sec): 3 clusters
  Score: Raw -3744163.925123 + Penalty 3430.698379 = -3740733.226744
  nChanged 5
		SP:Iteration 59Q (87241.230000 sec): 3 clusters
  Score: Raw -3744165.629153 + Penalty 3430.698379 = -3740734.930774
  nChanged 5
		SP:Iteration 60F (87241.610000 sec): 3 clusters
  Score: Raw -3744167.800322 + Penalty 3430.698379 = -3740737.101943
  nChanged 7
		SP:Iteration 61Q (87241.960000 sec): 3 clusters
  Score: Raw -3744170.903913 + Penalty 3430.698379 = -3740740.205533
  nChanged 13
		SP:Iteration 62Q (87242.320000 sec): 3 clusters
  Score: Raw -3744174.928207 + Penalty 3430.698379 = -3740744.229828
  nChanged 12
		SP:Iteration 63Q (87242.700000 sec): 3 clusters
  Score: Raw -3744182.005236 + Penalty 3430.698379 = -3740751.306857
  nChanged 13
		SP:Iteration 64Q (87243.090000 sec): 3 clusters
  Score: Raw -3744186.682271 + Penalty 3430.698379 = -3740755.983892
  nChanged 10
		SP:Iteration 65Q (87243.530000 sec): 3 clusters
  Score: Raw -3744189.894399 + Penalty 3430.698379 = -3740759.196019
  nChanged 9
		SP:Iteration 66Q (87243.820000 sec): 3 clusters
  Score: Raw -3744193.026933 + Penalty 3430.698379 = -3740762.328554
  nChanged 7
		SP:Iteration 67Q (87244.170000 sec): 3 clusters
  Score: Raw -3744196.131977 + Penalty 3430.698379 = -3740765.433598
  nChanged 12
		SP:Iteration 68Q (87244.500000 sec): 3 clusters
  Score: Raw -3744199.608506 + Penalty 3430.698379 = -3740768.910127
  nChanged 3
		SP:Iteration 69Q (87244.860000 sec): 3 clusters
  Score: Raw -3744200.617082 + Penalty 3430.698379 = -3740769.918703
  nChanged 6
		SP:Iteration 70Q (87245.240000 sec): 3 clusters
  Score: Raw -3744202.821931 + Penalty 3430.698379 = -3740772.123552
  nChanged 4
		SP:Iteration 71Q (87245.570000 sec): 3 clusters
  Score: Raw -3744204.438869 + Penalty 3430.698379 = -3740773.740490
  nChanged 7
		SP:Iteration 72Q (87245.970000 sec): 3 clusters
  Score: Raw -3744207.332674 + Penalty 3430.698379 = -3740776.634294
  nChanged 12
		SP:Iteration 73Q (87246.350000 sec): 3 clusters
  Score: Raw -3744211.094073 + Penalty 3430.698379 = -3740780.395693
  nChanged 9
		SP:Iteration 74Q (87246.780000 sec): 3 clusters
  Score: Raw -3744213.300469 + Penalty 3430.698379 = -3740782.602090
  nChanged 8
		SP:Iteration 75Q (87247.130000 sec): 3 clusters
  Score: Raw -3744215.842729 + Penalty 3430.698379 = -3740785.144350
  nChanged 13
		SP:Iteration 76Q (87247.490000 sec): 3 clusters
  Score: Raw -3744221.100877 + Penalty 3430.698379 = -3740790.402498
  nChanged 16
		SP:Iteration 77Q (87247.840000 sec): 3 clusters
  Score: Raw -3744229.832450 + Penalty 3430.698379 = -3740799.134071
  nChanged 22
		SP:Iteration 78Q (87248.190000 sec): 3 clusters
  Score: Raw -3744244.365744 + Penalty 3430.698379 = -3740813.667364
  nChanged 21
		SP:Iteration 79Q (87248.550000 sec): 3 clusters
  Score: Raw -3744257.183076 + Penalty 3430.698379 = -3740826.484697
  nChanged 15
		SP:Iteration 80F (87248.920000 sec): 3 clusters
  Score: Raw -3744266.889938 + Penalty 3430.698379 = -3740836.191558
  nChanged 20
		SP:Iteration 81Q (87249.270000 sec): 3 clusters
  Score: Raw -3744283.484360 + Penalty 3430.698379 = -3740852.785981
  nChanged 17
		SP:Iteration 82Q (87249.720000 sec): 3 clusters
  Score: Raw -3744297.896529 + Penalty 3430.698379 = -3740867.198149
  nChanged 21
		SP:Iteration 83Q (87250.050000 sec): 3 clusters
  Score: Raw -3744319.451126 + Penalty 3430.698379 = -3740888.752746
  nChanged 15
		SP:Iteration 84Q (87250.400000 sec): 3 clusters
  Score: Raw -3744325.404125 + Penalty 3430.698379 = -3740894.705745
  nChanged 10
		SP:Iteration 85Q (87250.790000 sec): 3 clusters
  Score: Raw -3744329.452140 + Penalty 3430.698379 = -3740898.753761
  nChanged 10
		SP:Iteration 86Q (87251.130000 sec): 3 clusters
  Score: Raw -3744333.147503 + Penalty 3430.698379 = -3740902.449123
  nChanged 6
		SP:Iteration 87Q (87251.440000 sec): 3 clusters
  Score: Raw -3744335.413864 + Penalty 3430.698379 = -3740904.715485
  nChanged 2
		SP:Iteration 88Q (87251.830000 sec): 3 clusters
  Score: Raw -3744336.500334 + Penalty 3430.698379 = -3740905.801954
  nChanged 5
		SP:Iteration 89Q (87252.220000 sec): 3 clusters
  Score: Raw -3744337.967448 + Penalty 3430.698379 = -3740907.269068
  nChanged 1
		SP:Iteration 90Q (87252.570000 sec): 3 clusters
  Score: Raw -3744338.247042 + Penalty 3430.698379 = -3740907.548662
  nChanged 1
		SP:Iteration 91Q (87252.960000 sec): 3 clusters
  Score: Raw -3744338.756131 + Penalty 3430.698379 = -3740908.057752
  nChanged 2
		SP:Iteration 92Q (87253.340000 sec): 3 clusters
  Score: Raw -3744339.161340 + Penalty 3430.698379 = -3740908.462961
  nChanged 0
		SP:Iteration 93F (87253.720000 sec): 3 clusters
  Score: Raw -3744339.161340 + Penalty 3430.698379 = -3740908.462961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87253.820000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87254.060000 sec): 3 clusters
  Score: Raw -49836.234111 + Penalty 2007.831837 = -47828.402273
  nChanged 102
		SP:Iteration 1F (87254.220000 sec): 3 clusters
  Score: Raw -49969.674407 + Penalty 2007.831837 = -47961.842570
  nChanged 26
		SP:Iteration 2F (87254.440000 sec): 3 clusters
  Score: Raw -50007.011633 + Penalty 2007.831837 = -47999.179796
  nChanged 5
		SP:Iteration 3Q (87254.610000 sec): 3 clusters
  Score: Raw -50012.205320 + Penalty 2007.831837 = -48004.373483
  nChanged 1
		SP:Iteration 4Q (87254.800000 sec): 3 clusters
  Score: Raw -50013.002402 + Penalty 2007.831837 = -48005.170565
  nChanged 1
		SP:Iteration 5Q (87254.930000 sec): 3 clusters
  Score: Raw -50014.674118 + Penalty 2007.831837 = -48006.842281
  nChanged 2
		SP:Iteration 6Q (87255.110000 sec): 3 clusters
  Score: Raw -50017.571830 + Penalty 2007.831837 = -48009.739993
  nChanged 1
		SP:Iteration 7Q (87255.310000 sec): 3 clusters
  Score: Raw -50018.042917 + Penalty 2007.831837 = -48010.211080
  nChanged 3
		SP:Iteration 8Q (87255.490000 sec): 3 clusters
  Score: Raw -50022.976780 + Penalty 2007.831837 = -48015.144943
  nChanged 3
		SP:Iteration 9Q (87255.590000 sec): 3 clusters
  Score: Raw -50027.949480 + Penalty 2007.831837 = -48020.117643
  nChanged 5
		SP:Iteration 10Q (87255.870000 sec): 3 clusters
  Score: Raw -50037.761945 + Penalty 2007.831837 = -48029.930108
  nChanged 2
		SP:Iteration 11Q (87256.040000 sec): 3 clusters
  Score: Raw -50043.049336 + Penalty 2007.831837 = -48035.217498
  nChanged 0
		SP:Iteration 12F (87256.250000 sec): 3 clusters
  Score: Raw -50043.049336 + Penalty 2007.831837 = -48035.217498
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (174330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87257.160000 sec): 2 clusters
  Score: Raw -18490624.977470 + Penalty 1961.164617 = -18488663.812853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87258.050000 sec): 3 clusters
  Score: Raw -18375831.735144 + Penalty 3922.329233 = -18371909.405911
  nChanged 83841
		SP:Iteration 1F (87258.960000 sec): 3 clusters
  Score: Raw -18426341.013427 + Penalty 3922.329233 = -18422418.684194
  nChanged 7334
		SP:Iteration 2Q (87259.930000 sec): 3 clusters
  Score: Raw -18429117.272337 + Penalty 3922.329233 = -18425194.943103
  nChanged 9063
		SP:Iteration 3F (87260.830000 sec): 3 clusters
  Score: Raw -18433439.005032 + Penalty 3922.329233 = -18429516.675798
  nChanged 10733
		SP:Iteration 4F (87261.890000 sec): 3 clusters
  Score: Raw -18439297.766083 + Penalty 3922.329233 = -18435375.436849
  nChanged 11473
		SP:Iteration 5F (87262.920000 sec): 3 clusters
  Score: Raw -18445745.212041 + Penalty 3922.329233 = -18441822.882808
  nChanged 10904
		SP:Iteration 6F (87263.910000 sec): 3 clusters
  Score: Raw -18451690.149798 + Penalty 3922.329233 = -18447767.820564
  nChanged 9409
		SP:Iteration 7F (87264.910000 sec): 3 clusters
  Score: Raw -18456582.620450 + Penalty 3922.329233 = -18452660.291217
  nChanged 7954
		SP:Iteration 8Q (87266.010000 sec): 3 clusters
  Score: Raw -18460712.656434 + Penalty 3922.329233 = -18456790.327201
  nChanged 6747
		SP:Iteration 9Q (87267.140000 sec): 3 clusters
  Score: Raw -18464520.694824 + Penalty 3922.329233 = -18460598.365591
  nChanged 6057
		SP:Iteration 10Q (87268.290000 sec): 3 clusters
  Score: Raw -18468081.837459 + Penalty 3922.329233 = -18464159.508226
  nChanged 5392
		SP:Iteration 11Q (87269.450000 sec): 3 clusters
  Score: Raw -18471167.437775 + Penalty 3922.329233 = -18467245.108541
  nChanged 4541
		SP:Iteration 12Q (87270.590000 sec): 3 clusters
  Score: Raw -18473689.869933 + Penalty 3922.329233 = -18469767.540700
  nChanged 3840
		SP:Iteration 13Q (87271.730000 sec): 3 clusters
  Score: Raw -18475672.317044 + Penalty 3922.329233 = -18471749.987811
  nChanged 3439
		SP:Iteration 14Q (87272.900000 sec): 3 clusters
  Score: Raw -18477329.524364 + Penalty 3922.329233 = -18473407.195131
  nChanged 3249
		SP:Iteration 15Q (87274.040000 sec): 3 clusters
  Score: Raw -18478859.286246 + Penalty 3922.329233 = -18474936.957012
  nChanged 3204
		SP:Iteration 16Q (87275.090000 sec): 3 clusters
  Score: Raw -18480393.358320 + Penalty 3922.329233 = -18476471.029087
  nChanged 3019
		SP:Iteration 17Q (87276.100000 sec): 3 clusters
  Score: Raw -18481916.739746 + Penalty 3922.329233 = -18477994.410513
  nChanged 2855
		SP:Iteration 18Q (87277.130000 sec): 3 clusters
  Score: Raw -18483405.481688 + Penalty 3922.329233 = -18479483.152454
  nChanged 2559
		SP:Iteration 19Q (87278.170000 sec): 3 clusters
  Score: Raw -18484793.795129 + Penalty 3922.329233 = -18480871.465896
  nChanged 2229
		SP:Iteration 20F (87279.270000 sec): 3 clusters
  Score: Raw -18486043.355664 + Penalty 3922.329233 = -18482121.026431
  nChanged 1855
		SP:Iteration 21Q (87280.170000 sec): 3 clusters
  Score: Raw -18487086.586351 + Penalty 3922.329233 = -18483164.257118
  nChanged 1529
		SP:Iteration 22Q (87281.080000 sec): 3 clusters
  Score: Raw -18487940.197590 + Penalty 3922.329233 = -18484017.868357
  nChanged 1241
		SP:Iteration 23Q (87282.060000 sec): 3 clusters
  Score: Raw -18488666.329958 + Penalty 3922.329233 = -18484744.000725
  nChanged 999
		SP:Iteration 24Q (87283.130000 sec): 3 clusters
  Score: Raw -18489275.774846 + Penalty 3922.329233 = -18485353.445612
  nChanged 748
		SP:Iteration 25Q (87284.170000 sec): 3 clusters
  Score: Raw -18489718.083032 + Penalty 3922.329233 = -18485795.753799
  nChanged 534
		SP:Iteration 26Q (87285.070000 sec): 3 clusters
  Score: Raw -18490020.725490 + Penalty 3922.329233 = -18486098.396257
  nChanged 427
		SP:Iteration 27Q (87286.000000 sec): 3 clusters
  Score: Raw -18490250.699708 + Penalty 3922.329233 = -18486328.370475
  nChanged 318
		SP:Iteration 28Q (87286.820000 sec): 3 clusters
  Score: Raw -18490416.946513 + Penalty 3922.329233 = -18486494.617279
  nChanged 239
		SP:Iteration 29Q (87287.590000 sec): 3 clusters
  Score: Raw -18490540.913665 + Penalty 3922.329233 = -18486618.584432
  nChanged 210
		SP:Iteration 30Q (87288.440000 sec): 3 clusters
  Score: Raw -18490653.128079 + Penalty 3922.329233 = -18486730.798846
  nChanged 171
		SP:Iteration 31Q (87289.340000 sec): 3 clusters
  Score: Raw -18490736.652215 + Penalty 3922.329233 = -18486814.322982
  nChanged 135
		SP:Iteration 32Q (87290.220000 sec): 3 clusters
  Score: Raw -18490796.033071 + Penalty 3922.329233 = -18486873.703838
  nChanged 90
		SP:Iteration 33Q (87291.120000 sec): 3 clusters
  Score: Raw -18490832.995723 + Penalty 3922.329233 = -18486910.666490
  nChanged 80
		SP:Iteration 34Q (87292.040000 sec): 3 clusters
  Score: Raw -18490862.380553 + Penalty 3922.329233 = -18486940.051319
  nChanged 64
		SP:Iteration 35Q (87293.050000 sec): 3 clusters
  Score: Raw -18490889.200095 + Penalty 3922.329233 = -18486966.870861
  nChanged 57
		SP:Iteration 36Q (87294.050000 sec): 3 clusters
  Score: Raw -18490914.494534 + Penalty 3922.329233 = -18486992.165301
  nChanged 50
		SP:Iteration 37Q (87294.990000 sec): 3 clusters
  Score: Raw -18490932.571681 + Penalty 3922.329233 = -18487010.242447
  nChanged 38
		SP:Iteration 38Q (87295.910000 sec): 3 clusters
  Score: Raw -18490947.567101 + Penalty 3922.329233 = -18487025.237868
  nChanged 37
		SP:Iteration 39Q (87296.890000 sec): 3 clusters
  Score: Raw -18490959.620025 + Penalty 3922.329233 = -18487037.290791
  nChanged 20
		SP:Iteration 40F (87297.910000 sec): 3 clusters
  Score: Raw -18490965.132504 + Penalty 3922.329233 = -18487042.803271
  nChanged 17
		SP:Iteration 41Q (87298.770000 sec): 3 clusters
  Score: Raw -18490970.452334 + Penalty 3922.329233 = -18487048.123101
  nChanged 17
		SP:Iteration 42Q (87299.690000 sec): 3 clusters
  Score: Raw -18490974.968595 + Penalty 3922.329233 = -18487052.639361
  nChanged 13
		SP:Iteration 43Q (87300.510000 sec): 3 clusters
  Score: Raw -18490977.985612 + Penalty 3922.329233 = -18487055.656378
  nChanged 9
		SP:Iteration 44Q (87301.300000 sec): 3 clusters
  Score: Raw -18490981.353671 + Penalty 3922.329233 = -18487059.024437
  nChanged 12
		SP:Iteration 45Q (87302.240000 sec): 3 clusters
  Score: Raw -18490984.594271 + Penalty 3922.329233 = -18487062.265038
  nChanged 9
		SP:Iteration 46Q (87303.200000 sec): 3 clusters
  Score: Raw -18490987.260980 + Penalty 3922.329233 = -18487064.931746
  nChanged 8
		SP:Iteration 47Q (87304.200000 sec): 3 clusters
  Score: Raw -18490990.336960 + Penalty 3922.329233 = -18487068.007727
  nChanged 12
		SP:Iteration 48Q (87305.120000 sec): 3 clusters
  Score: Raw -18490996.111175 + Penalty 3922.329233 = -18487073.781941
  nChanged 14
		SP:Iteration 49Q (87306.050000 sec): 3 clusters
  Score: Raw -18491000.727388 + Penalty 3922.329233 = -18487078.398155
  nChanged 13
		SP:Iteration 50Q (87306.960000 sec): 3 clusters
  Score: Raw -18491004.705219 + Penalty 3922.329233 = -18487082.375985
  nChanged 11
		SP:Iteration 51Q (87307.940000 sec): 3 clusters
  Score: Raw -18491008.320214 + Penalty 3922.329233 = -18487085.990981
  nChanged 12
		SP:Iteration 52Q (87308.820000 sec): 3 clusters
  Score: Raw -18491011.783535 + Penalty 3922.329233 = -18487089.454302
  nChanged 7
		SP:Iteration 53Q (87309.700000 sec): 3 clusters
  Score: Raw -18491014.317129 + Penalty 3922.329233 = -18487091.987896
  nChanged 7
		SP:Iteration 54Q (87310.660000 sec): 3 clusters
  Score: Raw -18491016.727161 + Penalty 3922.329233 = -18487094.397928
  nChanged 7
		SP:Iteration 55Q (87311.650000 sec): 3 clusters
  Score: Raw -18491018.841853 + Penalty 3922.329233 = -18487096.512619
  nChanged 5
		SP:Iteration 56Q (87312.650000 sec): 3 clusters
  Score: Raw -18491020.172234 + Penalty 3922.329233 = -18487097.843001
  nChanged 4
		SP:Iteration 57Q (87313.590000 sec): 3 clusters
  Score: Raw -18491021.781978 + Penalty 3922.329233 = -18487099.452744
  nChanged 6
		SP:Iteration 58Q (87314.470000 sec): 3 clusters
  Score: Raw -18491024.517511 + Penalty 3922.329233 = -18487102.188277
  nChanged 9
		SP:Iteration 59Q (87315.340000 sec): 3 clusters
  Score: Raw -18491027.509742 + Penalty 3922.329233 = -18487105.180509
  nChanged 11
		SP:Iteration 60F (87316.280000 sec): 3 clusters
  Score: Raw -18491031.229996 + Penalty 3922.329233 = -18487108.900762
  nChanged 13
		SP:Iteration 61Q (87317.270000 sec): 3 clusters
  Score: Raw -18491037.401820 + Penalty 3922.329233 = -18487115.072586
  nChanged 10
		SP:Iteration 62Q (87318.190000 sec): 3 clusters
  Score: Raw -18491040.452898 + Penalty 3922.329233 = -18487118.123664
  nChanged 8
		SP:Iteration 63Q (87319.090000 sec): 3 clusters
  Score: Raw -18491043.715602 + Penalty 3922.329233 = -18487121.386368
  nChanged 8
		SP:Iteration 64Q (87319.930000 sec): 3 clusters
  Score: Raw -18491045.833832 + Penalty 3922.329233 = -18487123.504598
  nChanged 2
		SP:Iteration 65Q (87320.780000 sec): 3 clusters
  Score: Raw -18491046.401307 + Penalty 3922.329233 = -18487124.072073
  nChanged 1
		SP:Iteration 66Q (87321.560000 sec): 3 clusters
  Score: Raw -18491046.931471 + Penalty 3922.329233 = -18487124.602238
  nChanged 3
		SP:Iteration 67Q (87322.270000 sec): 3 clusters
  Score: Raw -18491048.013763 + Penalty 3922.329233 = -18487125.684530
  nChanged 1
		SP:Iteration 68Q (87323.060000 sec): 3 clusters
  Score: Raw -18491048.339301 + Penalty 3922.329233 = -18487126.010068
  nChanged 1
		SP:Iteration 69Q (87323.850000 sec): 3 clusters
  Score: Raw -18491048.639361 + Penalty 3922.329233 = -18487126.310127
  nChanged 1
		SP:Iteration 70Q (87324.610000 sec): 3 clusters
  Score: Raw -18491049.196133 + Penalty 3922.329233 = -18487126.866899
  nChanged 3
		SP:Iteration 71Q (87325.410000 sec): 3 clusters
  Score: Raw -18491050.206445 + Penalty 3922.329233 = -18487127.877212
  nChanged 0
		SP:Iteration 72F (87326.350000 sec): 3 clusters
  Score: Raw -18491050.206445 + Penalty 3922.329233 = -18487127.877212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87326.540000 sec): 2 clusters
  Score: Raw -610145.036205 + Penalty 1417.074833 = -608727.961372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87326.750000 sec): 3 clusters
  Score: Raw -606896.687075 + Penalty 2834.149667 = -604062.537409
  nChanged 2586
		SP:Iteration 1F (87326.930000 sec): 3 clusters
  Score: Raw -608293.612614 + Penalty 2834.149667 = -605459.462947
  nChanged 460
		SP:Iteration 2F (87327.190000 sec): 3 clusters
  Score: Raw -608569.667771 + Penalty 2834.149667 = -605735.518104
  nChanged 365
		SP:Iteration 3F (87327.420000 sec): 3 clusters
  Score: Raw -608775.612044 + Penalty 2834.149667 = -605941.462377
  nChanged 333
		SP:Iteration 4F (87327.600000 sec): 3 clusters
  Score: Raw -608986.307096 + Penalty 2834.149667 = -606152.157429
  nChanged 314
		SP:Iteration 5F (87327.830000 sec): 3 clusters
  Score: Raw -609209.487887 + Penalty 2834.149667 = -606375.338221
  nChanged 329
		SP:Iteration 6F (87328.030000 sec): 3 clusters
  Score: Raw -609452.790446 + Penalty 2834.149667 = -606618.640779
  nChanged 342
		SP:Iteration 7F (87328.230000 sec): 3 clusters
  Score: Raw -609709.383671 + Penalty 2834.149667 = -606875.234004
  nChanged 342
		SP:Iteration 8F (87328.490000 sec): 3 clusters
  Score: Raw -609944.086563 + Penalty 2834.149667 = -607109.936896
  nChanged 267
		SP:Iteration 9Q (87328.670000 sec): 3 clusters
  Score: Raw -610111.818628 + Penalty 2834.149667 = -607277.668961
  nChanged 206
		SP:Iteration 10Q (87328.920000 sec): 3 clusters
  Score: Raw -610230.785842 + Penalty 2834.149667 = -607396.636175
  nChanged 141
		SP:Iteration 11Q (87329.100000 sec): 3 clusters
  Score: Raw -610311.459654 + Penalty 2834.149667 = -607477.309988
  nChanged 128
		SP:Iteration 12Q (87329.310000 sec): 3 clusters
  Score: Raw -610380.772050 + Penalty 2834.149667 = -607546.622383
  nChanged 95
		SP:Iteration 13Q (87329.520000 sec): 3 clusters
  Score: Raw -610425.686056 + Penalty 2834.149667 = -607591.536390
  nChanged 69
		SP:Iteration 14Q (87329.720000 sec): 3 clusters
  Score: Raw -610452.849388 + Penalty 2834.149667 = -607618.699722
  nChanged 65
		SP:Iteration 15Q (87329.940000 sec): 3 clusters
  Score: Raw -610478.512779 + Penalty 2834.149667 = -607644.363112
  nChanged 52
		SP:Iteration 16Q (87330.210000 sec): 3 clusters
  Score: Raw -610500.899447 + Penalty 2834.149667 = -607666.749780
  nChanged 53
		SP:Iteration 17Q (87330.400000 sec): 3 clusters
  Score: Raw -610520.793471 + Penalty 2834.149667 = -607686.643805
  nChanged 50
		SP:Iteration 18Q (87330.630000 sec): 3 clusters
  Score: Raw -610539.545042 + Penalty 2834.149667 = -607705.395375
  nChanged 39
		SP:Iteration 19Q (87330.830000 sec): 3 clusters
  Score: Raw -610557.006946 + Penalty 2834.149667 = -607722.857279
  nChanged 40
		SP:Iteration 20F (87331.050000 sec): 3 clusters
  Score: Raw -610573.314058 + Penalty 2834.149667 = -607739.164391
  nChanged 41
		SP:Iteration 21Q (87331.260000 sec): 3 clusters
  Score: Raw -610590.622726 + Penalty 2834.149667 = -607756.473059
  nChanged 46
		SP:Iteration 22Q (87331.470000 sec): 3 clusters
  Score: Raw -610611.614440 + Penalty 2834.149667 = -607777.464773
  nChanged 44
		SP:Iteration 23Q (87331.700000 sec): 3 clusters
  Score: Raw -610630.018404 + Penalty 2834.149667 = -607795.868737
  nChanged 41
		SP:Iteration 24Q (87331.870000 sec): 3 clusters
  Score: Raw -610647.237252 + Penalty 2834.149667 = -607813.087585
  nChanged 37
		SP:Iteration 25Q (87332.050000 sec): 3 clusters
  Score: Raw -610659.738625 + Penalty 2834.149667 = -607825.588958
  nChanged 33
		SP:Iteration 26Q (87332.240000 sec): 3 clusters
  Score: Raw -610670.655093 + Penalty 2834.149667 = -607836.505426
  nChanged 33
		SP:Iteration 27Q (87332.450000 sec): 3 clusters
  Score: Raw -610682.753321 + Penalty 2834.149667 = -607848.603654
  nChanged 30
		SP:Iteration 28Q (87332.680000 sec): 3 clusters
  Score: Raw -610692.487702 + Penalty 2834.149667 = -607858.338036
  nChanged 15
		SP:Iteration 29Q (87332.920000 sec): 3 clusters
  Score: Raw -610697.301127 + Penalty 2834.149667 = -607863.151460
  nChanged 18
		SP:Iteration 30Q (87333.100000 sec): 3 clusters
  Score: Raw -610701.983195 + Penalty 2834.149667 = -607867.833528
  nChanged 9
		SP:Iteration 31Q (87333.300000 sec): 3 clusters
  Score: Raw -610703.678391 + Penalty 2834.149667 = -607869.528725
  nChanged 8
		SP:Iteration 32Q (87333.520000 sec): 3 clusters
  Score: Raw -610705.499352 + Penalty 2834.149667 = -607871.349686
  nChanged 9
		SP:Iteration 33Q (87333.710000 sec): 3 clusters
  Score: Raw -610708.498226 + Penalty 2834.149667 = -607874.348560
  nChanged 12
		SP:Iteration 34Q (87333.920000 sec): 3 clusters
  Score: Raw -610712.084667 + Penalty 2834.149667 = -607877.935000
  nChanged 10
		SP:Iteration 35Q (87334.110000 sec): 3 clusters
  Score: Raw -610714.901089 + Penalty 2834.149667 = -607880.751422
  nChanged 14
		SP:Iteration 36Q (87334.320000 sec): 3 clusters
  Score: Raw -610721.449773 + Penalty 2834.149667 = -607887.300106
  nChanged 18
		SP:Iteration 37Q (87334.560000 sec): 3 clusters
  Score: Raw -610729.516735 + Penalty 2834.149667 = -607895.367068
  nChanged 18
		SP:Iteration 38Q (87334.750000 sec): 3 clusters
  Score: Raw -610737.210424 + Penalty 2834.149667 = -607903.060757
  nChanged 18
		SP:Iteration 39Q (87334.970000 sec): 3 clusters
  Score: Raw -610744.260251 + Penalty 2834.149667 = -607910.110584
  nChanged 13
		SP:Iteration 40F (87335.210000 sec): 3 clusters
  Score: Raw -610749.061189 + Penalty 2834.149667 = -607914.911522
  nChanged 18
		SP:Iteration 41Q (87335.400000 sec): 3 clusters
  Score: Raw -610756.566244 + Penalty 2834.149667 = -607922.416578
  nChanged 13
		SP:Iteration 42Q (87335.580000 sec): 3 clusters
  Score: Raw -610761.742285 + Penalty 2834.149667 = -607927.592619
  nChanged 9
		SP:Iteration 43Q (87335.840000 sec): 3 clusters
  Score: Raw -610764.520789 + Penalty 2834.149667 = -607930.371122
  nChanged 10
		SP:Iteration 44Q (87336.000000 sec): 3 clusters
  Score: Raw -610767.354823 + Penalty 2834.149667 = -607933.205156
  nChanged 5
		SP:Iteration 45Q (87336.190000 sec): 3 clusters
  Score: Raw -610769.002090 + Penalty 2834.149667 = -607934.852424
  nChanged 8
		SP:Iteration 46Q (87336.380000 sec): 3 clusters
  Score: Raw -610772.519627 + Penalty 2834.149667 = -607938.369960
  nChanged 8
		SP:Iteration 47Q (87336.580000 sec): 3 clusters
  Score: Raw -610775.900701 + Penalty 2834.149667 = -607941.751034
  nChanged 9
		SP:Iteration 48Q (87336.780000 sec): 3 clusters
  Score: Raw -610781.875291 + Penalty 2834.149667 = -607947.725625
  nChanged 8
		SP:Iteration 49Q (87336.980000 sec): 3 clusters
  Score: Raw -610784.319546 + Penalty 2834.149667 = -607950.169879
  nChanged 3
		SP:Iteration 50Q (87337.190000 sec): 3 clusters
  Score: Raw -610786.435681 + Penalty 2834.149667 = -607952.286014
  nChanged 3
		SP:Iteration 51Q (87337.380000 sec): 3 clusters
  Score: Raw -610787.898898 + Penalty 2834.149667 = -607953.749232
  nChanged 4
		SP:Iteration 52Q (87337.620000 sec): 3 clusters
  Score: Raw -610789.139202 + Penalty 2834.149667 = -607954.989535
  nChanged 2
		SP:Iteration 53Q (87337.790000 sec): 3 clusters
  Score: Raw -610789.522916 + Penalty 2834.149667 = -607955.373249
  nChanged 2
		SP:Iteration 54Q (87337.990000 sec): 3 clusters
  Score: Raw -610790.392127 + Penalty 2834.149667 = -607956.242460
  nChanged 3
		SP:Iteration 55Q (87338.220000 sec): 3 clusters
  Score: Raw -610791.521650 + Penalty 2834.149667 = -607957.371983
  nChanged 3
		SP:Iteration 56Q (87338.380000 sec): 3 clusters
  Score: Raw -610792.467469 + Penalty 2834.149667 = -607958.317803
  nChanged 4
		SP:Iteration 57Q (87338.600000 sec): 3 clusters
  Score: Raw -610793.028771 + Penalty 2834.149667 = -607958.879104
  nChanged 1
		SP:Iteration 58Q (87338.790000 sec): 3 clusters
  Score: Raw -610793.600517 + Penalty 2834.149667 = -607959.450850
  nChanged 1
		SP:Iteration 59Q (87338.960000 sec): 3 clusters
  Score: Raw -610793.807488 + Penalty 2834.149667 = -607959.657822
  nChanged 1
		SP:Iteration 60F (87339.160000 sec): 3 clusters
  Score: Raw -610793.950562 + Penalty 2834.149667 = -607959.800895
  nChanged 1
		SP:Iteration 61Q (87339.380000 sec): 3 clusters
  Score: Raw -610794.728007 + Penalty 2834.149667 = -607960.578341
  nChanged 3
		SP:Iteration 62Q (87339.590000 sec): 3 clusters
  Score: Raw -610795.897384 + Penalty 2834.149667 = -607961.747717
  nChanged 6
		SP:Iteration 63Q (87339.800000 sec): 3 clusters
  Score: Raw -610797.145495 + Penalty 2834.149667 = -607962.995828
  nChanged 2
		SP:Iteration 64Q (87340.000000 sec): 3 clusters
  Score: Raw -610797.426519 + Penalty 2834.149667 = -607963.276853
  nChanged 3
		SP:Iteration 65Q (87340.200000 sec): 3 clusters
  Score: Raw -610798.033563 + Penalty 2834.149667 = -607963.883896
  nChanged 3
		SP:Iteration 66Q (87340.340000 sec): 3 clusters
  Score: Raw -610798.703330 + Penalty 2834.149667 = -607964.553664
  nChanged 2
		SP:Iteration 67Q (87340.530000 sec): 3 clusters
  Score: Raw -610799.065463 + Penalty 2834.149667 = -607964.915796
  nChanged 1
		SP:Iteration 68Q (87340.690000 sec): 3 clusters
  Score: Raw -610799.132371 + Penalty 2834.149667 = -607964.982705
  nChanged 0
		SP:Iteration 69F (87340.860000 sec): 3 clusters
  Score: Raw -610799.132371 + Penalty 2834.149667 = -607964.982705
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (14015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87340.960000 sec): 2 clusters
  Score: Raw -1400491.943238 + Penalty 1551.531063 = -1398940.412175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87341.150000 sec): 3 clusters
  Score: Raw -1392279.179082 + Penalty 3103.062126 = -1389176.116957
  nChanged 6189
		SP:Iteration 1F (87341.400000 sec): 3 clusters
  Score: Raw -1395797.069055 + Penalty 3103.062126 = -1392694.006930
  nChanged 888
		SP:Iteration 2F (87341.620000 sec): 3 clusters
  Score: Raw -1396226.810015 + Penalty 3103.062126 = -1393123.747889
  nChanged 801
		SP:Iteration 3F (87341.870000 sec): 3 clusters
  Score: Raw -1396629.885371 + Penalty 3103.062126 = -1393526.823245
  nChanged 783
		SP:Iteration 4F (87342.140000 sec): 3 clusters
  Score: Raw -1397055.877598 + Penalty 3103.062126 = -1393952.815472
  nChanged 786
		SP:Iteration 5F (87342.370000 sec): 3 clusters
  Score: Raw -1397491.965369 + Penalty 3103.062126 = -1394388.903244
  nChanged 744
		SP:Iteration 6F (87342.590000 sec): 3 clusters
  Score: Raw -1397963.838014 + Penalty 3103.062126 = -1394860.775889
  nChanged 747
		SP:Iteration 7F (87342.860000 sec): 3 clusters
  Score: Raw -1398495.701365 + Penalty 3103.062126 = -1395392.639239
  nChanged 692
		SP:Iteration 8Q (87343.110000 sec): 3 clusters
  Score: Raw -1399001.046221 + Penalty 3103.062126 = -1395897.984095
  nChanged 613
		SP:Iteration 9Q (87343.350000 sec): 3 clusters
  Score: Raw -1399499.718459 + Penalty 3103.062126 = -1396396.656333
  nChanged 594
		SP:Iteration 10Q (87343.580000 sec): 3 clusters
  Score: Raw -1400001.073560 + Penalty 3103.062126 = -1396898.011434
  nChanged 479
		SP:Iteration 11Q (87343.790000 sec): 3 clusters
  Score: Raw -1400344.838439 + Penalty 3103.062126 = -1397241.776314
  nChanged 369
		SP:Iteration 12Q (87344.010000 sec): 3 clusters
  Score: Raw -1400610.300612 + Penalty 3103.062126 = -1397507.238486
  nChanged 288
		SP:Iteration 13Q (87344.250000 sec): 3 clusters
  Score: Raw -1400825.934007 + Penalty 3103.062126 = -1397722.871881
  nChanged 231
		SP:Iteration 14Q (87344.470000 sec): 3 clusters
  Score: Raw -1400963.949076 + Penalty 3103.062126 = -1397860.886950
  nChanged 190
		SP:Iteration 15Q (87344.690000 sec): 3 clusters
  Score: Raw -1401075.847041 + Penalty 3103.062126 = -1397972.784915
  nChanged 136
		SP:Iteration 16Q (87344.910000 sec): 3 clusters
  Score: Raw -1401153.599834 + Penalty 3103.062126 = -1398050.537709
  nChanged 112
		SP:Iteration 17Q (87345.150000 sec): 3 clusters
  Score: Raw -1401223.738925 + Penalty 3103.062126 = -1398120.676799
  nChanged 116
		SP:Iteration 18Q (87345.360000 sec): 3 clusters
  Score: Raw -1401285.353825 + Penalty 3103.062126 = -1398182.291700
  nChanged 102
		SP:Iteration 19Q (87345.580000 sec): 3 clusters
  Score: Raw -1401345.547115 + Penalty 3103.062126 = -1398242.484989
  nChanged 109
		SP:Iteration 20F (87345.810000 sec): 3 clusters
  Score: Raw -1401400.928011 + Penalty 3103.062126 = -1398297.865886
  nChanged 81
		SP:Iteration 21Q (87346.100000 sec): 3 clusters
  Score: Raw -1401425.352768 + Penalty 3103.062126 = -1398322.290642
  nChanged 49
		SP:Iteration 22Q (87346.350000 sec): 3 clusters
  Score: Raw -1401438.633626 + Penalty 3103.062126 = -1398335.571500
  nChanged 33
		SP:Iteration 23Q (87346.650000 sec): 3 clusters
  Score: Raw -1401445.477037 + Penalty 3103.062126 = -1398342.414911
  nChanged 24
		SP:Iteration 24Q (87346.870000 sec): 3 clusters
  Score: Raw -1401449.328787 + Penalty 3103.062126 = -1398346.266662
  nChanged 19
		SP:Iteration 25Q (87347.150000 sec): 3 clusters
  Score: Raw -1401452.295995 + Penalty 3103.062126 = -1398349.233870
  nChanged 15
		SP:Iteration 26Q (87347.410000 sec): 3 clusters
  Score: Raw -1401455.154240 + Penalty 3103.062126 = -1398352.092114
  nChanged 11
		SP:Iteration 27Q (87347.630000 sec): 3 clusters
  Score: Raw -1401456.888359 + Penalty 3103.062126 = -1398353.826233
  nChanged 9
		SP:Iteration 28Q (87347.860000 sec): 3 clusters
  Score: Raw -1401458.058541 + Penalty 3103.062126 = -1398354.996415
  nChanged 5
		SP:Iteration 29Q (87348.110000 sec): 3 clusters
  Score: Raw -1401458.563892 + Penalty 3103.062126 = -1398355.501767
  nChanged 5
		SP:Iteration 30Q (87348.330000 sec): 3 clusters
  Score: Raw -1401459.140561 + Penalty 3103.062126 = -1398356.078435
  nChanged 7
		SP:Iteration 31Q (87348.540000 sec): 3 clusters
  Score: Raw -1401459.990748 + Penalty 3103.062126 = -1398356.928622
  nChanged 4
		SP:Iteration 32Q (87348.800000 sec): 3 clusters
  Score: Raw -1401460.218586 + Penalty 3103.062126 = -1398357.156460
  nChanged 1
		SP:Iteration 33Q (87349.050000 sec): 3 clusters
  Score: Raw -1401460.292898 + Penalty 3103.062126 = -1398357.230773
  nChanged 1
		SP:Iteration 34Q (87349.300000 sec): 3 clusters
  Score: Raw -1401460.429525 + Penalty 3103.062126 = -1398357.367399
  nChanged 1
		SP:Iteration 35Q (87349.530000 sec): 3 clusters
  Score: Raw -1401460.524677 + Penalty 3103.062126 = -1398357.462551
  nChanged 1
		SP:Iteration 36Q (87349.780000 sec): 3 clusters
  Score: Raw -1401460.566885 + Penalty 3103.062126 = -1398357.504760
  nChanged 1
		SP:Iteration 37Q (87349.970000 sec): 3 clusters
  Score: Raw -1401460.753411 + Penalty 3103.062126 = -1398357.691285
  nChanged 2
		SP:Iteration 38Q (87350.200000 sec): 3 clusters
  Score: Raw -1401460.932017 + Penalty 3103.062126 = -1398357.869891
  nChanged 1
		SP:Iteration 39Q (87350.400000 sec): 3 clusters
  Score: Raw -1401461.027048 + Penalty 3103.062126 = -1398357.964923
  nChanged 2
		SP:Iteration 40F (87350.600000 sec): 3 clusters
  Score: Raw -1401461.291769 + Penalty 3103.062126 = -1398358.229644
  nChanged 2
		SP:Iteration 41Q (87350.820000 sec): 3 clusters
  Score: Raw -1401461.447358 + Penalty 3103.062126 = -1398358.385233
  nChanged 2
		SP:Iteration 42Q (87350.990000 sec): 3 clusters
  Score: Raw -1401461.619906 + Penalty 3103.062126 = -1398358.557780
  nChanged 2
		SP:Iteration 43Q (87351.220000 sec): 3 clusters
  Score: Raw -1401461.935658 + Penalty 3103.062126 = -1398358.873533
  nChanged 2
		SP:Iteration 44Q (87351.430000 sec): 3 clusters
  Score: Raw -1401462.185657 + Penalty 3103.062126 = -1398359.123532
  nChanged 5
		SP:Iteration 45Q (87351.680000 sec): 3 clusters
  Score: Raw -1401462.879429 + Penalty 3103.062126 = -1398359.817303
  nChanged 3
		SP:Iteration 46Q (87351.860000 sec): 3 clusters
  Score: Raw -1401463.186755 + Penalty 3103.062126 = -1398360.124629
  nChanged 2
		SP:Iteration 47Q (87352.110000 sec): 3 clusters
  Score: Raw -1401463.484270 + Penalty 3103.062126 = -1398360.422144
  nChanged 1
		SP:Iteration 48Q (87352.330000 sec): 3 clusters
  Score: Raw -1401463.564697 + Penalty 3103.062126 = -1398360.502572
  nChanged 0
		SP:Iteration 49F (87352.570000 sec): 3 clusters
  Score: Raw -1401463.564697 + Penalty 3103.062126 = -1398360.502572
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (3895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87352.670000 sec): 2 clusters
  Score: Raw -421688.599842 + Penalty 1343.460456 = -420345.139386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87352.900000 sec): 3 clusters
  Score: Raw -419691.553902 + Penalty 2686.920911 = -417004.632990
  nChanged 1561
		SP:Iteration 1F (87353.070000 sec): 3 clusters
  Score: Raw -420537.374709 + Penalty 2686.920911 = -417850.453798
  nChanged 273
		SP:Iteration 2F (87353.230000 sec): 3 clusters
  Score: Raw -420706.865937 + Penalty 2686.920911 = -418019.945025
  nChanged 217
		SP:Iteration 3F (87353.410000 sec): 3 clusters
  Score: Raw -420839.651886 + Penalty 2686.920911 = -418152.730974
  nChanged 200
		SP:Iteration 4F (87353.610000 sec): 3 clusters
  Score: Raw -420990.400623 + Penalty 2686.920911 = -418303.479712
  nChanged 224
		SP:Iteration 5F (87353.840000 sec): 3 clusters
  Score: Raw -421187.614252 + Penalty 2686.920911 = -418500.693340
  nChanged 219
		SP:Iteration 6F (87354.020000 sec): 3 clusters
  Score: Raw -421430.187287 + Penalty 2686.920911 = -418743.266376
  nChanged 262
		SP:Iteration 7F (87354.260000 sec): 3 clusters
  Score: Raw -421735.202561 + Penalty 2686.920911 = -419048.281650
  nChanged 235
		SP:Iteration 8F (87354.460000 sec): 3 clusters
  Score: Raw -421956.876218 + Penalty 2686.920911 = -419269.955306
  nChanged 180
		SP:Iteration 9Q (87354.640000 sec): 3 clusters
  Score: Raw -422119.672594 + Penalty 2686.920911 = -419432.751682
  nChanged 127
		SP:Iteration 10Q (87354.880000 sec): 3 clusters
  Score: Raw -422219.029671 + Penalty 2686.920911 = -419532.108760
  nChanged 91
		SP:Iteration 11Q (87355.060000 sec): 3 clusters
  Score: Raw -422288.641145 + Penalty 2686.920911 = -419601.720233
  nChanged 63
		SP:Iteration 12Q (87355.260000 sec): 3 clusters
  Score: Raw -422328.108120 + Penalty 2686.920911 = -419641.187209
  nChanged 34
		SP:Iteration 13Q (87355.460000 sec): 3 clusters
  Score: Raw -422344.883155 + Penalty 2686.920911 = -419657.962244
  nChanged 20
		SP:Iteration 14Q (87355.650000 sec): 3 clusters
  Score: Raw -422353.553958 + Penalty 2686.920911 = -419666.633047
  nChanged 16
		SP:Iteration 15Q (87355.820000 sec): 3 clusters
  Score: Raw -422361.044488 + Penalty 2686.920911 = -419674.123577
  nChanged 10
		SP:Iteration 16Q (87356.030000 sec): 3 clusters
  Score: Raw -422365.108054 + Penalty 2686.920911 = -419678.187143
  nChanged 8
		SP:Iteration 17Q (87356.230000 sec): 3 clusters
  Score: Raw -422369.432839 + Penalty 2686.920911 = -419682.511927
  nChanged 6
		SP:Iteration 18Q (87356.430000 sec): 3 clusters
  Score: Raw -422373.977270 + Penalty 2686.920911 = -419687.056359
  nChanged 7
		SP:Iteration 19Q (87356.620000 sec): 3 clusters
  Score: Raw -422377.014692 + Penalty 2686.920911 = -419690.093781
  nChanged 3
		SP:Iteration 20F (87356.790000 sec): 3 clusters
  Score: Raw -422378.761026 + Penalty 2686.920911 = -419691.840114
  nChanged 4
		SP:Iteration 21Q (87356.980000 sec): 3 clusters
  Score: Raw -422380.004542 + Penalty 2686.920911 = -419693.083631
  nChanged 4
		SP:Iteration 22Q (87357.160000 sec): 3 clusters
  Score: Raw -422381.857979 + Penalty 2686.920911 = -419694.937068
  nChanged 2
		SP:Iteration 23Q (87357.300000 sec): 3 clusters
  Score: Raw -422382.206873 + Penalty 2686.920911 = -419695.285962
  nChanged 1
		SP:Iteration 24Q (87357.460000 sec): 3 clusters
  Score: Raw -422382.589220 + Penalty 2686.920911 = -419695.668309
  nChanged 0
		SP:Iteration 25F (87357.610000 sec): 3 clusters
  Score: Raw -422382.589220 + Penalty 2686.920911 = -419695.668309
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (115935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87358.270000 sec): 2 clusters
  Score: Raw -11974133.070790 + Penalty 1894.877557 = -11972238.193232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87359.080000 sec): 3 clusters
  Score: Raw -11898367.777303 + Penalty 3789.755115 = -11894578.022188
  nChanged 55695
		SP:Iteration 1F (87359.750000 sec): 3 clusters
  Score: Raw -11930998.734062 + Penalty 3789.755115 = -11927208.978947
  nChanged 3932
		SP:Iteration 2Q (87360.500000 sec): 3 clusters
  Score: Raw -11931955.074420 + Penalty 3789.755115 = -11928165.319305
  nChanged 3984
		SP:Iteration 3Q (87361.280000 sec): 3 clusters
  Score: Raw -11933029.172974 + Penalty 3789.755115 = -11929239.417860
  nChanged 4283
		SP:Iteration 4Q (87362.040000 sec): 3 clusters
  Score: Raw -11934387.123695 + Penalty 3789.755115 = -11930597.368580
  nChanged 4809
		SP:Iteration 5Q (87362.850000 sec): 3 clusters
  Score: Raw -11936177.974731 + Penalty 3789.755115 = -11932388.219617
  nChanged 5430
		SP:Iteration 6Q (87363.550000 sec): 3 clusters
  Score: Raw -11938431.606835 + Penalty 3789.755115 = -11934641.851720
  nChanged 5959
		SP:Iteration 7F (87364.270000 sec): 3 clusters
  Score: Raw -11941220.743362 + Penalty 3789.755115 = -11937430.988247
  nChanged 6227
		SP:Iteration 8F (87365.020000 sec): 3 clusters
  Score: Raw -11944474.498320 + Penalty 3789.755115 = -11940684.743206
  nChanged 6437
		SP:Iteration 9F (87365.780000 sec): 3 clusters
  Score: Raw -11948224.610954 + Penalty 3789.755115 = -11944434.855839
  nChanged 6094
		SP:Iteration 10F (87366.480000 sec): 3 clusters
  Score: Raw -11952009.688761 + Penalty 3789.755115 = -11948219.933647
  nChanged 5394
		SP:Iteration 11Q (87367.210000 sec): 3 clusters
  Score: Raw -11955520.106496 + Penalty 3789.755115 = -11951730.351382
  nChanged 4606
		SP:Iteration 12Q (87367.890000 sec): 3 clusters
  Score: Raw -11958405.661517 + Penalty 3789.755115 = -11954615.906403
  nChanged 3777
		SP:Iteration 13Q (87368.580000 sec): 3 clusters
  Score: Raw -11960523.692817 + Penalty 3789.755115 = -11956733.937703
  nChanged 3028
		SP:Iteration 14Q (87369.250000 sec): 3 clusters
  Score: Raw -11962007.181688 + Penalty 3789.755115 = -11958217.426574
  nChanged 2661
		SP:Iteration 15Q (87369.980000 sec): 3 clusters
  Score: Raw -11963221.191042 + Penalty 3789.755115 = -11959431.435927
  nChanged 2446
		SP:Iteration 16Q (87370.650000 sec): 3 clusters
  Score: Raw -11964323.887140 + Penalty 3789.755115 = -11960534.132025
  nChanged 2370
		SP:Iteration 17Q (87371.390000 sec): 3 clusters
  Score: Raw -11965395.184864 + Penalty 3789.755115 = -11961605.429749
  nChanged 2254
		SP:Iteration 18Q (87372.080000 sec): 3 clusters
  Score: Raw -11966474.129169 + Penalty 3789.755115 = -11962684.374054
  nChanged 2186
		SP:Iteration 19Q (87372.740000 sec): 3 clusters
  Score: Raw -11967591.162989 + Penalty 3789.755115 = -11963801.407874
  nChanged 2100
		SP:Iteration 20F (87373.430000 sec): 3 clusters
  Score: Raw -11968705.853687 + Penalty 3789.755115 = -11964916.098573
  nChanged 1909
		SP:Iteration 21Q (87374.120000 sec): 3 clusters
  Score: Raw -11969742.284376 + Penalty 3789.755115 = -11965952.529261
  nChanged 1774
		SP:Iteration 22Q (87374.790000 sec): 3 clusters
  Score: Raw -11970761.723028 + Penalty 3789.755115 = -11966971.967913
  nChanged 1546
		SP:Iteration 23Q (87375.420000 sec): 3 clusters
  Score: Raw -11971685.804700 + Penalty 3789.755115 = -11967896.049585
  nChanged 1250
		SP:Iteration 24Q (87376.020000 sec): 3 clusters
  Score: Raw -11972421.669019 + Penalty 3789.755115 = -11968631.913904
  nChanged 1004
		SP:Iteration 25Q (87376.630000 sec): 3 clusters
  Score: Raw -11973005.588960 + Penalty 3789.755115 = -11969215.833845
  nChanged 750
		SP:Iteration 26Q (87377.220000 sec): 3 clusters
  Score: Raw -11973409.200689 + Penalty 3789.755115 = -11969619.445575
  nChanged 567
		SP:Iteration 27Q (87377.860000 sec): 3 clusters
  Score: Raw -11973700.477673 + Penalty 3789.755115 = -11969910.722558
  nChanged 446
		SP:Iteration 28Q (87378.490000 sec): 3 clusters
  Score: Raw -11973948.377468 + Penalty 3789.755115 = -11970158.622353
  nChanged 338
		SP:Iteration 29Q (87379.140000 sec): 3 clusters
  Score: Raw -11974134.276059 + Penalty 3789.755115 = -11970344.520945
  nChanged 266
		SP:Iteration 30Q (87379.830000 sec): 3 clusters
  Score: Raw -11974266.638041 + Penalty 3789.755115 = -11970476.882926
  nChanged 173
		SP:Iteration 31Q (87380.420000 sec): 3 clusters
  Score: Raw -11974346.643759 + Penalty 3789.755115 = -11970556.888644
  nChanged 138
		SP:Iteration 32Q (87381.080000 sec): 3 clusters
  Score: Raw -11974404.869478 + Penalty 3789.755115 = -11970615.114364
  nChanged 98
		SP:Iteration 33Q (87381.730000 sec): 3 clusters
  Score: Raw -11974447.333038 + Penalty 3789.755115 = -11970657.577923
  nChanged 77
		SP:Iteration 34Q (87382.290000 sec): 3 clusters
  Score: Raw -11974482.738953 + Penalty 3789.755115 = -11970692.983838
  nChanged 67
		SP:Iteration 35Q (87382.970000 sec): 3 clusters
  Score: Raw -11974512.291120 + Penalty 3789.755115 = -11970722.536006
  nChanged 67
		SP:Iteration 36Q (87383.620000 sec): 3 clusters
  Score: Raw -11974539.179235 + Penalty 3789.755115 = -11970749.424120
  nChanged 57
		SP:Iteration 37Q (87384.290000 sec): 3 clusters
  Score: Raw -11974562.117082 + Penalty 3789.755115 = -11970772.361968
  nChanged 49
		SP:Iteration 38Q (87384.940000 sec): 3 clusters
  Score: Raw -11974583.477693 + Penalty 3789.755115 = -11970793.722578
  nChanged 51
		SP:Iteration 39Q (87385.650000 sec): 3 clusters
  Score: Raw -11974608.745996 + Penalty 3789.755115 = -11970818.990882
  nChanged 50
		SP:Iteration 40F (87386.420000 sec): 3 clusters
  Score: Raw -11974635.205337 + Penalty 3789.755115 = -11970845.450222
  nChanged 46
		SP:Iteration 41Q (87387.150000 sec): 3 clusters
  Score: Raw -11974657.202298 + Penalty 3789.755115 = -11970867.447184
  nChanged 36
		SP:Iteration 42Q (87387.830000 sec): 3 clusters
  Score: Raw -11974670.754933 + Penalty 3789.755115 = -11970880.999818
  nChanged 25
		SP:Iteration 43Q (87388.460000 sec): 3 clusters
  Score: Raw -11974680.142722 + Penalty 3789.755115 = -11970890.387607
  nChanged 16
		SP:Iteration 44Q (87389.120000 sec): 3 clusters
  Score: Raw -11974687.706883 + Penalty 3789.755115 = -11970897.951768
  nChanged 22
		SP:Iteration 45Q (87389.730000 sec): 3 clusters
  Score: Raw -11974696.428379 + Penalty 3789.755115 = -11970906.673264
  nChanged 19
		SP:Iteration 46Q (87390.320000 sec): 3 clusters
  Score: Raw -11974707.791060 + Penalty 3789.755115 = -11970918.035945
  nChanged 24
		SP:Iteration 47Q (87390.940000 sec): 3 clusters
  Score: Raw -11974717.886635 + Penalty 3789.755115 = -11970928.131520
  nChanged 24
		SP:Iteration 48Q (87391.540000 sec): 3 clusters
  Score: Raw -11974728.663061 + Penalty 3789.755115 = -11970938.907946
  nChanged 21
		SP:Iteration 49Q (87392.150000 sec): 3 clusters
  Score: Raw -11974742.661091 + Penalty 3789.755115 = -11970952.905977
  nChanged 21
		SP:Iteration 50Q (87392.820000 sec): 3 clusters
  Score: Raw -11974752.618221 + Penalty 3789.755115 = -11970962.863106
  nChanged 16
		SP:Iteration 51Q (87393.560000 sec): 3 clusters
  Score: Raw -11974757.634750 + Penalty 3789.755115 = -11970967.879635
  nChanged 10
		SP:Iteration 52Q (87394.260000 sec): 3 clusters
  Score: Raw -11974761.233853 + Penalty 3789.755115 = -11970971.478738
  nChanged 10
		SP:Iteration 53Q (87395.000000 sec): 3 clusters
  Score: Raw -11974764.405806 + Penalty 3789.755115 = -11970974.650691
  nChanged 10
		SP:Iteration 54Q (87395.690000 sec): 3 clusters
  Score: Raw -11974767.981892 + Penalty 3789.755115 = -11970978.226778
  nChanged 8
		SP:Iteration 55Q (87396.320000 sec): 3 clusters
  Score: Raw -11974770.377183 + Penalty 3789.755115 = -11970980.622069
  nChanged 6
		SP:Iteration 56Q (87396.900000 sec): 3 clusters
  Score: Raw -11974772.942029 + Penalty 3789.755115 = -11970983.186914
  nChanged 9
		SP:Iteration 57Q (87397.540000 sec): 3 clusters
  Score: Raw -11974775.312627 + Penalty 3789.755115 = -11970985.557512
  nChanged 5
		SP:Iteration 58Q (87398.170000 sec): 3 clusters
  Score: Raw -11974776.269225 + Penalty 3789.755115 = -11970986.514111
  nChanged 5
		SP:Iteration 59Q (87398.830000 sec): 3 clusters
  Score: Raw -11974777.973227 + Penalty 3789.755115 = -11970988.218112
  nChanged 4
		SP:Iteration 60F (87399.550000 sec): 3 clusters
  Score: Raw -11974780.241472 + Penalty 3789.755115 = -11970990.486358
  nChanged 6
		SP:Iteration 61Q (87400.190000 sec): 3 clusters
  Score: Raw -11974781.884487 + Penalty 3789.755115 = -11970992.129373
  nChanged 5
		SP:Iteration 62Q (87400.880000 sec): 3 clusters
  Score: Raw -11974783.784700 + Penalty 3789.755115 = -11970994.029586
  nChanged 4
		SP:Iteration 63Q (87401.580000 sec): 3 clusters
  Score: Raw -11974785.065746 + Penalty 3789.755115 = -11970995.310631
  nChanged 5
		SP:Iteration 64Q (87402.390000 sec): 3 clusters
  Score: Raw -11974786.737250 + Penalty 3789.755115 = -11970996.982135
  nChanged 6
		SP:Iteration 65Q (87403.150000 sec): 3 clusters
  Score: Raw -11974788.935468 + Penalty 3789.755115 = -11970999.180354
  nChanged 4
		SP:Iteration 66Q (87403.870000 sec): 3 clusters
  Score: Raw -11974791.650805 + Penalty 3789.755115 = -11971001.895690
  nChanged 5
		SP:Iteration 67Q (87404.640000 sec): 3 clusters
  Score: Raw -11974793.004403 + Penalty 3789.755115 = -11971003.249289
  nChanged 2
		SP:Iteration 68Q (87405.290000 sec): 3 clusters
  Score: Raw -11974793.369492 + Penalty 3789.755115 = -11971003.614378
  nChanged 1
		SP:Iteration 69Q (87405.940000 sec): 3 clusters
  Score: Raw -11974793.701915 + Penalty 3789.755115 = -11971003.946801
  nChanged 0
		SP:Iteration 70F (87406.650000 sec): 3 clusters
  Score: Raw -11974793.701915 + Penalty 3789.755115 = -11971003.946801
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (9709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87406.820000 sec): 2 clusters
  Score: Raw -907377.771798 + Penalty 1491.881393 = -905885.890406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87407.090000 sec): 3 clusters
  Score: Raw -901883.976749 + Penalty 2983.762785 = -898900.213964
  nChanged 4134
		SP:Iteration 1F (87407.330000 sec): 3 clusters
  Score: Raw -904445.412088 + Penalty 2983.762785 = -901461.649303
  nChanged 780
		SP:Iteration 2F (87407.550000 sec): 3 clusters
  Score: Raw -905181.608049 + Penalty 2983.762785 = -902197.845264
  nChanged 791
		SP:Iteration 3F (87407.730000 sec): 3 clusters
  Score: Raw -905902.036946 + Penalty 2983.762785 = -902918.274161
  nChanged 718
		SP:Iteration 4F (87407.930000 sec): 3 clusters
  Score: Raw -906476.431548 + Penalty 2983.762785 = -903492.668763
  nChanged 643
		SP:Iteration 5F (87408.190000 sec): 3 clusters
  Score: Raw -906985.658882 + Penalty 2983.762785 = -904001.896097
  nChanged 542
		SP:Iteration 6F (87408.400000 sec): 3 clusters
  Score: Raw -907460.230612 + Penalty 2983.762785 = -904476.467827
  nChanged 472
		SP:Iteration 7Q (87408.610000 sec): 3 clusters
  Score: Raw -907901.796114 + Penalty 2983.762785 = -904918.033329
  nChanged 399
		SP:Iteration 8Q (87408.820000 sec): 3 clusters
  Score: Raw -908235.696834 + Penalty 2983.762785 = -905251.934048
  nChanged 290
		SP:Iteration 9Q (87409.070000 sec): 3 clusters
  Score: Raw -908447.103107 + Penalty 2983.762785 = -905463.340322
  nChanged 224
		SP:Iteration 10Q (87409.330000 sec): 3 clusters
  Score: Raw -908575.208893 + Penalty 2983.762785 = -905591.446108
  nChanged 164
		SP:Iteration 11Q (87409.530000 sec): 3 clusters
  Score: Raw -908656.626013 + Penalty 2983.762785 = -905672.863228
  nChanged 121
		SP:Iteration 12Q (87409.790000 sec): 3 clusters
  Score: Raw -908724.852010 + Penalty 2983.762785 = -905741.089225
  nChanged 124
		SP:Iteration 13Q (87410.010000 sec): 3 clusters
  Score: Raw -908799.199401 + Penalty 2983.762785 = -905815.436616
  nChanged 111
		SP:Iteration 14Q (87410.190000 sec): 3 clusters
  Score: Raw -908868.640691 + Penalty 2983.762785 = -905884.877906
  nChanged 91
		SP:Iteration 15Q (87410.440000 sec): 3 clusters
  Score: Raw -908919.267737 + Penalty 2983.762785 = -905935.504952
  nChanged 80
		SP:Iteration 16Q (87410.650000 sec): 3 clusters
  Score: Raw -908959.575506 + Penalty 2983.762785 = -905975.812721
  nChanged 59
		SP:Iteration 17Q (87410.870000 sec): 3 clusters
  Score: Raw -908990.502177 + Penalty 2983.762785 = -906006.739392
  nChanged 61
		SP:Iteration 18Q (87411.110000 sec): 3 clusters
  Score: Raw -909013.849164 + Penalty 2983.762785 = -906030.086379
  nChanged 47
		SP:Iteration 19Q (87411.350000 sec): 3 clusters
  Score: Raw -909030.881324 + Penalty 2983.762785 = -906047.118539
  nChanged 41
		SP:Iteration 20F (87411.640000 sec): 3 clusters
  Score: Raw -909045.166805 + Penalty 2983.762785 = -906061.404020
  nChanged 32
		SP:Iteration 21Q (87411.860000 sec): 3 clusters
  Score: Raw -909057.568786 + Penalty 2983.762785 = -906073.806001
  nChanged 28
		SP:Iteration 22Q (87412.090000 sec): 3 clusters
  Score: Raw -909065.753191 + Penalty 2983.762785 = -906081.990406
  nChanged 27
		SP:Iteration 23Q (87412.370000 sec): 3 clusters
  Score: Raw -909072.396278 + Penalty 2983.762785 = -906088.633493
  nChanged 14
		SP:Iteration 24Q (87412.600000 sec): 3 clusters
  Score: Raw -909075.493930 + Penalty 2983.762785 = -906091.731145
  nChanged 11
		SP:Iteration 25Q (87412.850000 sec): 3 clusters
  Score: Raw -909078.031868 + Penalty 2983.762785 = -906094.269083
  nChanged 7
		SP:Iteration 26Q (87413.060000 sec): 3 clusters
  Score: Raw -909080.554233 + Penalty 2983.762785 = -906096.791448
  nChanged 9
		SP:Iteration 27Q (87413.290000 sec): 3 clusters
  Score: Raw -909082.735186 + Penalty 2983.762785 = -906098.972401
  nChanged 5
		SP:Iteration 28Q (87413.550000 sec): 3 clusters
  Score: Raw -909083.434771 + Penalty 2983.762785 = -906099.671986
  nChanged 3
		SP:Iteration 29Q (87413.800000 sec): 3 clusters
  Score: Raw -909083.838409 + Penalty 2983.762785 = -906100.075624
  nChanged 3
		SP:Iteration 30Q (87414.090000 sec): 3 clusters
  Score: Raw -909084.167140 + Penalty 2983.762785 = -906100.404355
  nChanged 4
		SP:Iteration 31Q (87414.350000 sec): 3 clusters
  Score: Raw -909084.790365 + Penalty 2983.762785 = -906101.027580
  nChanged 3
		SP:Iteration 32Q (87414.570000 sec): 3 clusters
  Score: Raw -909085.738366 + Penalty 2983.762785 = -906101.975581
  nChanged 7
		SP:Iteration 33Q (87414.790000 sec): 3 clusters
  Score: Raw -909087.521300 + Penalty 2983.762785 = -906103.758514
  nChanged 7
		SP:Iteration 34Q (87415.040000 sec): 3 clusters
  Score: Raw -909089.596273 + Penalty 2983.762785 = -906105.833488
  nChanged 4
		SP:Iteration 35Q (87415.270000 sec): 3 clusters
  Score: Raw -909090.495174 + Penalty 2983.762785 = -906106.732388
  nChanged 4
		SP:Iteration 36Q (87415.480000 sec): 3 clusters
  Score: Raw -909091.292762 + Penalty 2983.762785 = -906107.529977
  nChanged 3
		SP:Iteration 37Q (87415.710000 sec): 3 clusters
  Score: Raw -909092.273417 + Penalty 2983.762785 = -906108.510632
  nChanged 5
		SP:Iteration 38Q (87415.970000 sec): 3 clusters
  Score: Raw -909094.776532 + Penalty 2983.762785 = -906111.013747
  nChanged 6
		SP:Iteration 39Q (87416.180000 sec): 3 clusters
  Score: Raw -909096.393602 + Penalty 2983.762785 = -906112.630817
  nChanged 6
		SP:Iteration 40F (87416.370000 sec): 3 clusters
  Score: Raw -909097.607952 + Penalty 2983.762785 = -906113.845167
  nChanged 4
		SP:Iteration 41Q (87416.620000 sec): 3 clusters
  Score: Raw -909098.896645 + Penalty 2983.762785 = -906115.133860
  nChanged 6
		SP:Iteration 42Q (87416.810000 sec): 3 clusters
  Score: Raw -909100.575294 + Penalty 2983.762785 = -906116.812509
  nChanged 8
		SP:Iteration 43Q (87417.100000 sec): 3 clusters
  Score: Raw -909102.644979 + Penalty 2983.762785 = -906118.882194
  nChanged 8
		SP:Iteration 44Q (87417.310000 sec): 3 clusters
  Score: Raw -909104.447517 + Penalty 2983.762785 = -906120.684732
  nChanged 4
		SP:Iteration 45Q (87417.600000 sec): 3 clusters
  Score: Raw -909105.371155 + Penalty 2983.762785 = -906121.608370
  nChanged 6
		SP:Iteration 46Q (87417.860000 sec): 3 clusters
  Score: Raw -909106.492669 + Penalty 2983.762785 = -906122.729884
  nChanged 4
		SP:Iteration 47Q (87418.090000 sec): 3 clusters
  Score: Raw -909107.017155 + Penalty 2983.762785 = -906123.254370
  nChanged 1
		SP:Iteration 48Q (87418.330000 sec): 3 clusters
  Score: Raw -909107.118810 + Penalty 2983.762785 = -906123.356025
  nChanged 0
		SP:Iteration 49F (87418.520000 sec): 3 clusters
  Score: Raw -909107.118810 + Penalty 2983.762785 = -906123.356025
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (1907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87418.650000 sec): 2 clusters
  Score: Raw -188741.956695 + Penalty 1227.409073 = -187514.547622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87418.860000 sec): 3 clusters
  Score: Raw -187902.082105 + Penalty 2454.818147 = -185447.263958
  nChanged 682
		SP:Iteration 1F (87419.080000 sec): 3 clusters
  Score: Raw -188329.891410 + Penalty 2454.818147 = -185875.073263
  nChanged 181
		SP:Iteration 2F (87419.250000 sec): 3 clusters
  Score: Raw -188500.881615 + Penalty 2454.818147 = -186046.063468
  nChanged 135
		SP:Iteration 3F (87419.450000 sec): 3 clusters
  Score: Raw -188636.886155 + Penalty 2454.818147 = -186182.068008
  nChanged 108
		SP:Iteration 4F (87419.630000 sec): 3 clusters
  Score: Raw -188741.577603 + Penalty 2454.818147 = -186286.759456
  nChanged 83
		SP:Iteration 5Q (87419.840000 sec): 3 clusters
  Score: Raw -188816.218906 + Penalty 2454.818147 = -186361.400760
  nChanged 63
		SP:Iteration 6Q (87420.060000 sec): 3 clusters
  Score: Raw -188855.481465 + Penalty 2454.818147 = -186400.663318
  nChanged 44
		SP:Iteration 7Q (87420.210000 sec): 3 clusters
  Score: Raw -188883.792505 + Penalty 2454.818147 = -186428.974358
  nChanged 38
		SP:Iteration 8Q (87420.400000 sec): 3 clusters
  Score: Raw -188910.821506 + Penalty 2454.818147 = -186456.003359
  nChanged 38
		SP:Iteration 9Q (87420.650000 sec): 3 clusters
  Score: Raw -188945.846073 + Penalty 2454.818147 = -186491.027926
  nChanged 38
		SP:Iteration 10Q (87420.830000 sec): 3 clusters
  Score: Raw -189025.711618 + Penalty 2454.818147 = -186570.893471
  nChanged 45
		SP:Iteration 11Q (87421.020000 sec): 3 clusters
  Score: Raw -189104.353705 + Penalty 2454.818147 = -186649.535559
  nChanged 40
		SP:Iteration 12Q (87421.170000 sec): 3 clusters
  Score: Raw -189145.608544 + Penalty 2454.818147 = -186690.790397
  nChanged 40
		SP:Iteration 13Q (87421.340000 sec): 3 clusters
  Score: Raw -189181.129120 + Penalty 2454.818147 = -186726.310973
  nChanged 41
		SP:Iteration 14Q (87421.570000 sec): 3 clusters
  Score: Raw -189212.244570 + Penalty 2454.818147 = -186757.426423
  nChanged 36
		SP:Iteration 15Q (87421.730000 sec): 3 clusters
  Score: Raw -189244.043239 + Penalty 2454.818147 = -186789.225093
  nChanged 34
		SP:Iteration 16Q (87421.920000 sec): 3 clusters
  Score: Raw -189270.389376 + Penalty 2454.818147 = -186815.571229
  nChanged 27
		SP:Iteration 17Q (87422.100000 sec): 3 clusters
  Score: Raw -189288.202397 + Penalty 2454.818147 = -186833.384250
  nChanged 20
		SP:Iteration 18Q (87422.260000 sec): 3 clusters
  Score: Raw -189299.218627 + Penalty 2454.818147 = -186844.400480
  nChanged 13
		SP:Iteration 19Q (87422.460000 sec): 3 clusters
  Score: Raw -189310.196185 + Penalty 2454.818147 = -186855.378038
  nChanged 11
		SP:Iteration 20F (87422.660000 sec): 3 clusters
  Score: Raw -189318.370916 + Penalty 2454.818147 = -186863.552769
  nChanged 10
		SP:Iteration 21Q (87422.850000 sec): 3 clusters
  Score: Raw -189324.781531 + Penalty 2454.818147 = -186869.963384
  nChanged 12
		SP:Iteration 22Q (87423.040000 sec): 3 clusters
  Score: Raw -189332.784488 + Penalty 2454.818147 = -186877.966341
  nChanged 12
		SP:Iteration 23Q (87423.240000 sec): 3 clusters
  Score: Raw -189338.886947 + Penalty 2454.818147 = -186884.068801
  nChanged 5
		SP:Iteration 24Q (87423.430000 sec): 3 clusters
  Score: Raw -189340.076324 + Penalty 2454.818147 = -186885.258177
  nChanged 1
		SP:Iteration 25Q (87423.630000 sec): 3 clusters
  Score: Raw -189340.185598 + Penalty 2454.818147 = -186885.367451
  nChanged 0
		SP:Iteration 26F (87423.810000 sec): 3 clusters
  Score: Raw -189340.185598 + Penalty 2454.818147 = -186885.367451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87423.980000 sec): 2 clusters
  Score: Raw -868016.088606 + Penalty 1464.550892 = -866551.537714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87424.200000 sec): 3 clusters
  Score: Raw -863450.206696 + Penalty 2929.101784 = -860521.104912
  nChanged 3450
		SP:Iteration 1F (87424.400000 sec): 3 clusters
  Score: Raw -865449.679558 + Penalty 2929.101784 = -862520.577774
  nChanged 684
		SP:Iteration 2F (87424.620000 sec): 3 clusters
  Score: Raw -866021.540854 + Penalty 2929.101784 = -863092.439070
  nChanged 738
		SP:Iteration 3F (87424.840000 sec): 3 clusters
  Score: Raw -866713.355156 + Penalty 2929.101784 = -863784.253372
  nChanged 696
		SP:Iteration 4F (87425.090000 sec): 3 clusters
  Score: Raw -867297.580005 + Penalty 2929.101784 = -864368.478221
  nChanged 564
		SP:Iteration 5F (87425.300000 sec): 3 clusters
  Score: Raw -867724.378611 + Penalty 2929.101784 = -864795.276828
  nChanged 364
		SP:Iteration 6Q (87425.530000 sec): 3 clusters
  Score: Raw -867927.376880 + Penalty 2929.101784 = -864998.275096
  nChanged 237
		SP:Iteration 7Q (87425.720000 sec): 3 clusters
  Score: Raw -868027.731583 + Penalty 2929.101784 = -865098.629799
  nChanged 140
		SP:Iteration 8Q (87425.960000 sec): 3 clusters
  Score: Raw -868080.065529 + Penalty 2929.101784 = -865150.963745
  nChanged 93
		SP:Iteration 9Q (87426.140000 sec): 3 clusters
  Score: Raw -868110.497909 + Penalty 2929.101784 = -865181.396126
  nChanged 71
		SP:Iteration 10Q (87426.360000 sec): 3 clusters
  Score: Raw -868128.904023 + Penalty 2929.101784 = -865199.802239
  nChanged 42
		SP:Iteration 11Q (87426.560000 sec): 3 clusters
  Score: Raw -868140.588012 + Penalty 2929.101784 = -865211.486229
  nChanged 26
		SP:Iteration 12Q (87426.770000 sec): 3 clusters
  Score: Raw -868145.007104 + Penalty 2929.101784 = -865215.905320
  nChanged 18
		SP:Iteration 13Q (87426.960000 sec): 3 clusters
  Score: Raw -868148.927341 + Penalty 2929.101784 = -865219.825557
  nChanged 18
		SP:Iteration 14Q (87427.170000 sec): 3 clusters
  Score: Raw -868153.077007 + Penalty 2929.101784 = -865223.975223
  nChanged 16
		SP:Iteration 15Q (87427.420000 sec): 3 clusters
  Score: Raw -868156.233819 + Penalty 2929.101784 = -865227.132035
  nChanged 8
		SP:Iteration 16Q (87427.640000 sec): 3 clusters
  Score: Raw -868158.426787 + Penalty 2929.101784 = -865229.325003
  nChanged 13
		SP:Iteration 17Q (87427.820000 sec): 3 clusters
  Score: Raw -868160.925001 + Penalty 2929.101784 = -865231.823217
  nChanged 10
		SP:Iteration 18Q (87428.030000 sec): 3 clusters
  Score: Raw -868162.326846 + Penalty 2929.101784 = -865233.225062
  nChanged 9
		SP:Iteration 19Q (87428.260000 sec): 3 clusters
  Score: Raw -868163.455529 + Penalty 2929.101784 = -865234.353746
  nChanged 3
		SP:Iteration 20F (87428.430000 sec): 3 clusters
  Score: Raw -868164.046795 + Penalty 2929.101784 = -865234.945011
  nChanged 6
		SP:Iteration 21Q (87428.650000 sec): 3 clusters
  Score: Raw -868164.808055 + Penalty 2929.101784 = -865235.706271
  nChanged 3
		SP:Iteration 22Q (87428.930000 sec): 3 clusters
  Score: Raw -868165.235439 + Penalty 2929.101784 = -865236.133655
  nChanged 2
		SP:Iteration 23Q (87429.210000 sec): 3 clusters
  Score: Raw -868165.464930 + Penalty 2929.101784 = -865236.363146
  nChanged 0
		SP:Iteration 24F (87429.430000 sec): 3 clusters
  Score: Raw -868165.464930 + Penalty 2929.101784 = -865236.363146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (29288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87429.710000 sec): 2 clusters
  Score: Raw -3238540.085466 + Penalty 1671.301638 = -3236868.783828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87430.090000 sec): 3 clusters
  Score: Raw -3220439.783748 + Penalty 3342.603275 = -3217097.180473
  nChanged 13532
		SP:Iteration 1F (87430.470000 sec): 3 clusters
  Score: Raw -3228117.402647 + Penalty 3342.603275 = -3224774.799372
  nChanged 1287
		SP:Iteration 2Q (87430.880000 sec): 3 clusters
  Score: Raw -3228535.902851 + Penalty 3342.603275 = -3225193.299576
  nChanged 1295
		SP:Iteration 3Q (87431.190000 sec): 3 clusters
  Score: Raw -3229032.826500 + Penalty 3342.603275 = -3225690.223224
  nChanged 1397
		SP:Iteration 4Q (87431.560000 sec): 3 clusters
  Score: Raw -3229703.238054 + Penalty 3342.603275 = -3226360.634778
  nChanged 1678
		SP:Iteration 5F (87431.960000 sec): 3 clusters
  Score: Raw -3230754.611351 + Penalty 3342.603275 = -3227412.008076
  nChanged 1990
		SP:Iteration 6F (87432.280000 sec): 3 clusters
  Score: Raw -3232324.317793 + Penalty 3342.603275 = -3228981.714518
  nChanged 2099
		SP:Iteration 7F (87432.610000 sec): 3 clusters
  Score: Raw -3234280.271345 + Penalty 3342.603275 = -3230937.668070
  nChanged 1808
		SP:Iteration 8F (87433.030000 sec): 3 clusters
  Score: Raw -3236145.987273 + Penalty 3342.603275 = -3232803.383997
  nChanged 1166
		SP:Iteration 9Q (87433.400000 sec): 3 clusters
  Score: Raw -3237515.877600 + Penalty 3342.603275 = -3234173.274325
  nChanged 639
		SP:Iteration 10Q (87433.770000 sec): 3 clusters
  Score: Raw -3238300.146068 + Penalty 3342.603275 = -3234957.542792
  nChanged 406
		SP:Iteration 11Q (87434.150000 sec): 3 clusters
  Score: Raw -3238600.273309 + Penalty 3342.603275 = -3235257.670034
  nChanged 274
		SP:Iteration 12Q (87434.540000 sec): 3 clusters
  Score: Raw -3238742.157800 + Penalty 3342.603275 = -3235399.554524
  nChanged 151
		SP:Iteration 13Q (87434.870000 sec): 3 clusters
  Score: Raw -3238801.106783 + Penalty 3342.603275 = -3235458.503508
  nChanged 105
		SP:Iteration 14Q (87435.190000 sec): 3 clusters
  Score: Raw -3238838.371655 + Penalty 3342.603275 = -3235495.768379
  nChanged 85
		SP:Iteration 15Q (87435.450000 sec): 3 clusters
  Score: Raw -3238862.517552 + Penalty 3342.603275 = -3235519.914277
  nChanged 63
		SP:Iteration 16Q (87435.800000 sec): 3 clusters
  Score: Raw -3238878.451952 + Penalty 3342.603275 = -3235535.848677
  nChanged 45
		SP:Iteration 17Q (87436.170000 sec): 3 clusters
  Score: Raw -3238888.435217 + Penalty 3342.603275 = -3235545.831942
  nChanged 34
		SP:Iteration 18Q (87436.510000 sec): 3 clusters
  Score: Raw -3238894.958619 + Penalty 3342.603275 = -3235552.355343
  nChanged 22
		SP:Iteration 19Q (87436.860000 sec): 3 clusters
  Score: Raw -3238899.090619 + Penalty 3342.603275 = -3235556.487344
  nChanged 17
		SP:Iteration 20F (87437.220000 sec): 3 clusters
  Score: Raw -3238901.779462 + Penalty 3342.603275 = -3235559.176187
  nChanged 16
		SP:Iteration 21Q (87437.500000 sec): 3 clusters
  Score: Raw -3238905.241484 + Penalty 3342.603275 = -3235562.638208
  nChanged 23
		SP:Iteration 22Q (87437.850000 sec): 3 clusters
  Score: Raw -3238909.949250 + Penalty 3342.603275 = -3235567.345975
  nChanged 16
		SP:Iteration 23Q (87438.120000 sec): 3 clusters
  Score: Raw -3238912.322678 + Penalty 3342.603275 = -3235569.719403
  nChanged 11
		SP:Iteration 24Q (87438.530000 sec): 3 clusters
  Score: Raw -3238914.235988 + Penalty 3342.603275 = -3235571.632712
  nChanged 9
		SP:Iteration 25Q (87438.860000 sec): 3 clusters
  Score: Raw -3238915.484043 + Penalty 3342.603275 = -3235572.880768
  nChanged 5
		SP:Iteration 26Q (87439.220000 sec): 3 clusters
  Score: Raw -3238916.501206 + Penalty 3342.603275 = -3235573.897931
  nChanged 5
		SP:Iteration 27Q (87439.580000 sec): 3 clusters
  Score: Raw -3238917.508002 + Penalty 3342.603275 = -3235574.904727
  nChanged 5
		SP:Iteration 28Q (87439.880000 sec): 3 clusters
  Score: Raw -3238918.326483 + Penalty 3342.603275 = -3235575.723208
  nChanged 9
		SP:Iteration 29Q (87440.210000 sec): 3 clusters
  Score: Raw -3238919.814600 + Penalty 3342.603275 = -3235577.211324
  nChanged 11
		SP:Iteration 30Q (87440.520000 sec): 3 clusters
  Score: Raw -3238921.984447 + Penalty 3342.603275 = -3235579.381172
  nChanged 12
		SP:Iteration 31Q (87440.830000 sec): 3 clusters
  Score: Raw -3238924.244490 + Penalty 3342.603275 = -3235581.641214
  nChanged 9
		SP:Iteration 32Q (87441.130000 sec): 3 clusters
  Score: Raw -3238925.665953 + Penalty 3342.603275 = -3235583.062678
  nChanged 11
		SP:Iteration 33Q (87441.470000 sec): 3 clusters
  Score: Raw -3238928.242669 + Penalty 3342.603275 = -3235585.639393
  nChanged 11
		SP:Iteration 34Q (87441.850000 sec): 3 clusters
  Score: Raw -3238930.153431 + Penalty 3342.603275 = -3235587.550155
  nChanged 10
		SP:Iteration 35Q (87442.140000 sec): 3 clusters
  Score: Raw -3238931.964413 + Penalty 3342.603275 = -3235589.361138
  nChanged 11
		SP:Iteration 36Q (87442.540000 sec): 3 clusters
  Score: Raw -3238933.991194 + Penalty 3342.603275 = -3235591.387918
  nChanged 8
		SP:Iteration 37Q (87442.850000 sec): 3 clusters
  Score: Raw -3238935.218453 + Penalty 3342.603275 = -3235592.615177
  nChanged 6
		SP:Iteration 38Q (87443.140000 sec): 3 clusters
  Score: Raw -3238935.969795 + Penalty 3342.603275 = -3235593.366520
  nChanged 3
		SP:Iteration 39Q (87443.500000 sec): 3 clusters
  Score: Raw -3238936.411269 + Penalty 3342.603275 = -3235593.807994
  nChanged 4
		SP:Iteration 40F (87443.820000 sec): 3 clusters
  Score: Raw -3238937.012178 + Penalty 3342.603275 = -3235594.408903
  nChanged 3
		SP:Iteration 41Q (87444.180000 sec): 3 clusters
  Score: Raw -3238937.381199 + Penalty 3342.603275 = -3235594.777923
  nChanged 2
		SP:Iteration 42Q (87444.480000 sec): 3 clusters
  Score: Raw -3238937.820393 + Penalty 3342.603275 = -3235595.217118
  nChanged 2
		SP:Iteration 43Q (87444.780000 sec): 3 clusters
  Score: Raw -3238938.073285 + Penalty 3342.603275 = -3235595.470009
  nChanged 1
		SP:Iteration 44Q (87445.130000 sec): 3 clusters
  Score: Raw -3238938.176977 + Penalty 3342.603275 = -3235595.573702
  nChanged 1
		SP:Iteration 45Q (87445.440000 sec): 3 clusters
  Score: Raw -3238938.358837 + Penalty 3342.603275 = -3235595.755562
  nChanged 0
		SP:Iteration 46F (87445.790000 sec): 3 clusters
  Score: Raw -3238938.358837 + Penalty 3342.603275 = -3235595.755562
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87445.940000 sec): 2 clusters
  Score: Raw -62710.164550 + Penalty 1047.429471 = -61662.735079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87446.170000 sec): 3 clusters
  Score: Raw -62555.476069 + Penalty 2094.858941 = -60460.617128
  nChanged 159
		SP:Iteration 1F (87446.390000 sec): 3 clusters
  Score: Raw -62762.985249 + Penalty 2094.858941 = -60668.126308
  nChanged 34
		SP:Iteration 2F (87446.580000 sec): 3 clusters
  Score: Raw -62820.075957 + Penalty 2094.858941 = -60725.217015
  nChanged 22
		SP:Iteration 3Q (87446.790000 sec): 3 clusters
  Score: Raw -62851.268804 + Penalty 2094.858941 = -60756.409863
  nChanged 12
		SP:Iteration 4Q (87446.900000 sec): 3 clusters
  Score: Raw -62864.624083 + Penalty 2094.858941 = -60769.765142
  nChanged 10
		SP:Iteration 5Q (87447.070000 sec): 3 clusters
  Score: Raw -62875.876771 + Penalty 2094.858941 = -60781.017829
  nChanged 2
		SP:Iteration 6Q (87447.230000 sec): 3 clusters
  Score: Raw -62877.276868 + Penalty 2094.858941 = -60782.417927
  nChanged 1
		SP:Iteration 7Q (87447.380000 sec): 3 clusters
  Score: Raw -62878.787316 + Penalty 2094.858941 = -60783.928374
  nChanged 2
		SP:Iteration 8Q (87447.530000 sec): 3 clusters
  Score: Raw -62880.060529 + Penalty 2094.858941 = -60785.201588
  nChanged 1
		SP:Iteration 9Q (87447.700000 sec): 3 clusters
  Score: Raw -62882.740108 + Penalty 2094.858941 = -60787.881166
  nChanged 1
		SP:Iteration 10Q (87447.850000 sec): 3 clusters
  Score: Raw -62884.014190 + Penalty 2094.858941 = -60789.155248
  nChanged 1
		SP:Iteration 11Q (87448.010000 sec): 3 clusters
  Score: Raw -62884.602860 + Penalty 2094.858941 = -60789.743919
  nChanged 0
		SP:Iteration 12F (87448.170000 sec): 3 clusters
  Score: Raw -62884.602860 + Penalty 2094.858941 = -60789.743919
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87448.290000 sec): 2 clusters
  Score: Raw -125391.437126 + Penalty 1166.513641 = -124224.923485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87448.470000 sec): 3 clusters
  Score: Raw -124953.265633 + Penalty 2333.027282 = -122620.238350
  nChanged 409
		SP:Iteration 1F (87448.690000 sec): 3 clusters
  Score: Raw -125284.299415 + Penalty 2333.027282 = -122951.272133
  nChanged 108
		SP:Iteration 2F (87448.900000 sec): 3 clusters
  Score: Raw -125423.092949 + Penalty 2333.027282 = -123090.065667
  nChanged 68
		SP:Iteration 3F (87449.100000 sec): 3 clusters
  Score: Raw -125546.756385 + Penalty 2333.027282 = -123213.729103
  nChanged 64
		SP:Iteration 4Q (87449.350000 sec): 3 clusters
  Score: Raw -125642.881063 + Penalty 2333.027282 = -123309.853781
  nChanged 48
		SP:Iteration 5Q (87449.530000 sec): 3 clusters
  Score: Raw -125725.841293 + Penalty 2333.027282 = -123392.814011
  nChanged 59
		SP:Iteration 6Q (87449.700000 sec): 3 clusters
  Score: Raw -125807.964766 + Penalty 2333.027282 = -123474.937484
  nChanged 44
		SP:Iteration 7Q (87449.900000 sec): 3 clusters
  Score: Raw -125857.369067 + Penalty 2333.027282 = -123524.341785
  nChanged 34
		SP:Iteration 8Q (87450.060000 sec): 3 clusters
  Score: Raw -125893.625081 + Penalty 2333.027282 = -123560.597798
  nChanged 30
		SP:Iteration 9Q (87450.230000 sec): 3 clusters
  Score: Raw -125925.256310 + Penalty 2333.027282 = -123592.229028
  nChanged 30
		SP:Iteration 10Q (87450.380000 sec): 3 clusters
  Score: Raw -125958.341889 + Penalty 2333.027282 = -123625.314607
  nChanged 20
		SP:Iteration 11Q (87450.540000 sec): 3 clusters
  Score: Raw -125974.407857 + Penalty 2333.027282 = -123641.380574
  nChanged 17
		SP:Iteration 12Q (87450.750000 sec): 3 clusters
  Score: Raw -125989.306883 + Penalty 2333.027282 = -123656.279601
  nChanged 8
		SP:Iteration 13Q (87450.870000 sec): 3 clusters
  Score: Raw -125994.295078 + Penalty 2333.027282 = -123661.267796
  nChanged 6
		SP:Iteration 14Q (87451.020000 sec): 3 clusters
  Score: Raw -125996.990316 + Penalty 2333.027282 = -123663.963033
  nChanged 1
		SP:Iteration 15Q (87451.190000 sec): 3 clusters
  Score: Raw -125997.775917 + Penalty 2333.027282 = -123664.748634
  nChanged 1
		SP:Iteration 16Q (87451.330000 sec): 3 clusters
  Score: Raw -125998.156459 + Penalty 2333.027282 = -123665.129176
  nChanged 1
		SP:Iteration 17Q (87451.500000 sec): 3 clusters
  Score: Raw -125998.762533 + Penalty 2333.027282 = -123665.735251
  nChanged 0
		SP:Iteration 18F (87451.700000 sec): 3 clusters
  Score: Raw -125998.762533 + Penalty 2333.027282 = -123665.735251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (15886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87451.880000 sec): 2 clusters
  Score: Raw -1636454.528942 + Penalty 1571.893943 = -1634882.634999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87452.180000 sec): 3 clusters
  Score: Raw -1627066.506459 + Penalty 3143.787887 = -1623922.718572
  nChanged 7050
		SP:Iteration 1F (87452.400000 sec): 3 clusters
  Score: Raw -1630958.589598 + Penalty 3143.787887 = -1627814.801712
  nChanged 887
		SP:Iteration 2F (87452.690000 sec): 3 clusters
  Score: Raw -1631390.113284 + Penalty 3143.787887 = -1628246.325398
  nChanged 1025
		SP:Iteration 3F (87452.910000 sec): 3 clusters
  Score: Raw -1631946.242789 + Penalty 3143.787887 = -1628802.454903
  nChanged 1028
		SP:Iteration 4F (87453.250000 sec): 3 clusters
  Score: Raw -1632557.754862 + Penalty 3143.787887 = -1629413.966976
  nChanged 1023
		SP:Iteration 5F (87453.550000 sec): 3 clusters
  Score: Raw -1633235.264365 + Penalty 3143.787887 = -1630091.476479
  nChanged 968
		SP:Iteration 6F (87453.840000 sec): 3 clusters
  Score: Raw -1633884.748991 + Penalty 3143.787887 = -1630740.961105
  nChanged 843
		SP:Iteration 7F (87454.090000 sec): 3 clusters
  Score: Raw -1634430.816489 + Penalty 3143.787887 = -1631287.028602
  nChanged 636
		SP:Iteration 8Q (87454.370000 sec): 3 clusters
  Score: Raw -1634841.112453 + Penalty 3143.787887 = -1631697.324567
  nChanged 527
		SP:Iteration 9Q (87454.670000 sec): 3 clusters
  Score: Raw -1635206.345391 + Penalty 3143.787887 = -1632062.557505
  nChanged 468
		SP:Iteration 10Q (87455.000000 sec): 3 clusters
  Score: Raw -1635562.971790 + Penalty 3143.787887 = -1632419.183904
  nChanged 359
		SP:Iteration 11Q (87455.270000 sec): 3 clusters
  Score: Raw -1635858.352758 + Penalty 3143.787887 = -1632714.564871
  nChanged 302
		SP:Iteration 12Q (87455.540000 sec): 3 clusters
  Score: Raw -1636114.898460 + Penalty 3143.787887 = -1632971.110574
  nChanged 221
		SP:Iteration 13Q (87455.770000 sec): 3 clusters
  Score: Raw -1636281.476908 + Penalty 3143.787887 = -1633137.689021
  nChanged 157
		SP:Iteration 14Q (87456.030000 sec): 3 clusters
  Score: Raw -1636394.203433 + Penalty 3143.787887 = -1633250.415547
  nChanged 99
		SP:Iteration 15Q (87456.240000 sec): 3 clusters
  Score: Raw -1636456.965605 + Penalty 3143.787887 = -1633313.177719
  nChanged 85
		SP:Iteration 16Q (87456.510000 sec): 3 clusters
  Score: Raw -1636511.295723 + Penalty 3143.787887 = -1633367.507836
  nChanged 60
		SP:Iteration 17Q (87456.790000 sec): 3 clusters
  Score: Raw -1636544.338489 + Penalty 3143.787887 = -1633400.550603
  nChanged 47
		SP:Iteration 18Q (87457.030000 sec): 3 clusters
  Score: Raw -1636566.270987 + Penalty 3143.787887 = -1633422.483101
  nChanged 41
		SP:Iteration 19Q (87457.290000 sec): 3 clusters
  Score: Raw -1636584.379659 + Penalty 3143.787887 = -1633440.591772
  nChanged 28
		SP:Iteration 20F (87457.610000 sec): 3 clusters
  Score: Raw -1636596.468185 + Penalty 3143.787887 = -1633452.680299
  nChanged 19
		SP:Iteration 21Q (87457.890000 sec): 3 clusters
  Score: Raw -1636607.360059 + Penalty 3143.787887 = -1633463.572173
  nChanged 33
		SP:Iteration 22Q (87458.130000 sec): 3 clusters
  Score: Raw -1636626.253235 + Penalty 3143.787887 = -1633482.465348
  nChanged 19
		SP:Iteration 23Q (87458.390000 sec): 3 clusters
  Score: Raw -1636638.663880 + Penalty 3143.787887 = -1633494.875993
  nChanged 19
		SP:Iteration 24Q (87458.690000 sec): 3 clusters
  Score: Raw -1636650.534461 + Penalty 3143.787887 = -1633506.746575
  nChanged 9
		SP:Iteration 25Q (87458.920000 sec): 3 clusters
  Score: Raw -1636657.825344 + Penalty 3143.787887 = -1633514.037457
  nChanged 13
		SP:Iteration 26Q (87459.170000 sec): 3 clusters
  Score: Raw -1636666.211618 + Penalty 3143.787887 = -1633522.423731
  nChanged 8
		SP:Iteration 27Q (87459.450000 sec): 3 clusters
  Score: Raw -1636669.051190 + Penalty 3143.787887 = -1633525.263304
  nChanged 3
		SP:Iteration 28Q (87459.710000 sec): 3 clusters
  Score: Raw -1636670.923874 + Penalty 3143.787887 = -1633527.135987
  nChanged 6
		SP:Iteration 29Q (87459.950000 sec): 3 clusters
  Score: Raw -1636674.389576 + Penalty 3143.787887 = -1633530.601689
  nChanged 6
		SP:Iteration 30Q (87460.190000 sec): 3 clusters
  Score: Raw -1636678.640557 + Penalty 3143.787887 = -1633534.852671
  nChanged 8
		SP:Iteration 31Q (87460.430000 sec): 3 clusters
  Score: Raw -1636684.352732 + Penalty 3143.787887 = -1633540.564846
  nChanged 8
		SP:Iteration 32Q (87460.680000 sec): 3 clusters
  Score: Raw -1636687.650532 + Penalty 3143.787887 = -1633543.862645
  nChanged 7
		SP:Iteration 33Q (87460.930000 sec): 3 clusters
  Score: Raw -1636690.764416 + Penalty 3143.787887 = -1633546.976530
  nChanged 3
		SP:Iteration 34Q (87461.160000 sec): 3 clusters
  Score: Raw -1636691.658879 + Penalty 3143.787887 = -1633547.870993
  nChanged 3
		SP:Iteration 35Q (87461.400000 sec): 3 clusters
  Score: Raw -1636692.762419 + Penalty 3143.787887 = -1633548.974532
  nChanged 0
		SP:Iteration 36F (87461.730000 sec): 3 clusters
  Score: Raw -1636692.762419 + Penalty 3143.787887 = -1633548.974532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87461.840000 sec): 2 clusters
  Score: Raw -88642.073000 + Penalty 1131.672037 = -87510.400963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87462.080000 sec): 3 clusters
  Score: Raw -88327.985869 + Penalty 2263.344074 = -86064.641795
  nChanged 352
		SP:Iteration 1F (87462.230000 sec): 3 clusters
  Score: Raw -88836.907117 + Penalty 2263.344074 = -86573.563043
  nChanged 113
		SP:Iteration 2F (87462.420000 sec): 3 clusters
  Score: Raw -89092.272510 + Penalty 2263.344074 = -86828.928436
  nChanged 71
		SP:Iteration 3F (87462.570000 sec): 3 clusters
  Score: Raw -89239.701470 + Penalty 2263.344074 = -86976.357396
  nChanged 45
		SP:Iteration 4Q (87462.800000 sec): 3 clusters
  Score: Raw -89319.261041 + Penalty 2263.344074 = -87055.916967
  nChanged 29
		SP:Iteration 5Q (87462.970000 sec): 3 clusters
  Score: Raw -89358.619127 + Penalty 2263.344074 = -87095.275052
  nChanged 21
		SP:Iteration 6Q (87463.150000 sec): 3 clusters
  Score: Raw -89379.296257 + Penalty 2263.344074 = -87115.952183
  nChanged 15
		SP:Iteration 7Q (87463.400000 sec): 3 clusters
  Score: Raw -89398.910848 + Penalty 2263.344074 = -87135.566774
  nChanged 8
		SP:Iteration 8Q (87463.580000 sec): 3 clusters
  Score: Raw -89408.885571 + Penalty 2263.344074 = -87145.541497
  nChanged 6
		SP:Iteration 9Q (87463.750000 sec): 3 clusters
  Score: Raw -89415.987073 + Penalty 2263.344074 = -87152.642999
  nChanged 6
		SP:Iteration 10Q (87464.010000 sec): 3 clusters
  Score: Raw -89425.314503 + Penalty 2263.344074 = -87161.970429
  nChanged 7
		SP:Iteration 11Q (87464.250000 sec): 3 clusters
  Score: Raw -89433.852349 + Penalty 2263.344074 = -87170.508275
  nChanged 6
		SP:Iteration 12Q (87464.420000 sec): 3 clusters
  Score: Raw -89442.316731 + Penalty 2263.344074 = -87178.972657
  nChanged 4
		SP:Iteration 13Q (87464.640000 sec): 3 clusters
  Score: Raw -89446.830436 + Penalty 2263.344074 = -87183.486362
  nChanged 1
		SP:Iteration 14Q (87464.780000 sec): 3 clusters
  Score: Raw -89447.846160 + Penalty 2263.344074 = -87184.502086
  nChanged 0
		SP:Iteration 15F (87464.960000 sec): 3 clusters
  Score: Raw -89448.304661 + Penalty 2263.344074 = -87184.960587
  nChanged 1
		SP:Iteration 16Q (87465.170000 sec): 3 clusters
  Score: Raw -89454.636010 + Penalty 2263.344074 = -87191.291936
  nChanged 5
		SP:Iteration 17Q (87465.360000 sec): 3 clusters
  Score: Raw -89461.526388 + Penalty 2263.344074 = -87198.182314
  nChanged 3
		SP:Iteration 18Q (87465.500000 sec): 3 clusters
  Score: Raw -89468.213567 + Penalty 2263.344074 = -87204.869493
  nChanged 5
		SP:Iteration 19Q (87465.700000 sec): 3 clusters
  Score: Raw -89472.434681 + Penalty 2263.344074 = -87209.090607
  nChanged 3
		SP:Iteration 20F (87465.910000 sec): 3 clusters
  Score: Raw -89474.384192 + Penalty 2263.344074 = -87211.040118
  nChanged 1
		SP:Iteration 21Q (87466.160000 sec): 3 clusters
  Score: Raw -89474.860283 + Penalty 2263.344074 = -87211.516209
  nChanged 0
		SP:Iteration 22F (87466.360000 sec): 3 clusters
  Score: Raw -89474.860283 + Penalty 2263.344074 = -87211.516209
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87466.620000 sec): 2 clusters
  Score: Raw -2346152.450860 + Penalty 1628.470914 = -2344523.979945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87466.930000 sec): 3 clusters
  Score: Raw -2332516.661115 + Penalty 3256.941829 = -2329259.719286
  nChanged 10193
		SP:Iteration 1F (87467.320000 sec): 3 clusters
  Score: Raw -2338189.281665 + Penalty 3256.941829 = -2334932.339837
  nChanged 1176
		SP:Iteration 2F (87467.650000 sec): 3 clusters
  Score: Raw -2338654.900836 + Penalty 3256.941829 = -2335397.959007
  nChanged 1138
		SP:Iteration 3F (87468.010000 sec): 3 clusters
  Score: Raw -2339149.502684 + Penalty 3256.941829 = -2335892.560855
  nChanged 1179
		SP:Iteration 4F (87468.360000 sec): 3 clusters
  Score: Raw -2339744.581643 + Penalty 3256.941829 = -2336487.639814
  nChanged 1240
		SP:Iteration 5F (87468.640000 sec): 3 clusters
  Score: Raw -2340479.289370 + Penalty 3256.941829 = -2337222.347541
  nChanged 1340
		SP:Iteration 6F (87468.960000 sec): 3 clusters
  Score: Raw -2341356.986897 + Penalty 3256.941829 = -2338100.045069
  nChanged 1323
		SP:Iteration 7F (87469.250000 sec): 3 clusters
  Score: Raw -2342209.917681 + Penalty 3256.941829 = -2338952.975853
  nChanged 1158
		SP:Iteration 8F (87469.530000 sec): 3 clusters
  Score: Raw -2342950.195111 + Penalty 3256.941829 = -2339693.253283
  nChanged 991
		SP:Iteration 9Q (87469.800000 sec): 3 clusters
  Score: Raw -2343596.197251 + Penalty 3256.941829 = -2340339.255423
  nChanged 786
		SP:Iteration 10Q (87470.120000 sec): 3 clusters
  Score: Raw -2344109.246118 + Penalty 3256.941829 = -2340852.304290
  nChanged 627
		SP:Iteration 11Q (87470.390000 sec): 3 clusters
  Score: Raw -2344511.315881 + Penalty 3256.941829 = -2341254.374053
  nChanged 513
		SP:Iteration 12Q (87470.630000 sec): 3 clusters
  Score: Raw -2344800.003195 + Penalty 3256.941829 = -2341543.061366
  nChanged 402
		SP:Iteration 13Q (87470.890000 sec): 3 clusters
  Score: Raw -2345013.331579 + Penalty 3256.941829 = -2341756.389750
  nChanged 369
		SP:Iteration 14Q (87471.180000 sec): 3 clusters
  Score: Raw -2345221.812131 + Penalty 3256.941829 = -2341964.870302
  nChanged 316
		SP:Iteration 15Q (87471.450000 sec): 3 clusters
  Score: Raw -2345398.923292 + Penalty 3256.941829 = -2342141.981463
  nChanged 285
		SP:Iteration 16Q (87471.740000 sec): 3 clusters
  Score: Raw -2345542.047904 + Penalty 3256.941829 = -2342285.106076
  nChanged 243
		SP:Iteration 17Q (87472.080000 sec): 3 clusters
  Score: Raw -2345671.731437 + Penalty 3256.941829 = -2342414.789608
  nChanged 230
		SP:Iteration 18Q (87472.360000 sec): 3 clusters
  Score: Raw -2345795.051216 + Penalty 3256.941829 = -2342538.109387
  nChanged 227
		SP:Iteration 19Q (87472.660000 sec): 3 clusters
  Score: Raw -2345925.088325 + Penalty 3256.941829 = -2342668.146496
  nChanged 170
		SP:Iteration 20F (87472.950000 sec): 3 clusters
  Score: Raw -2346012.177243 + Penalty 3256.941829 = -2342755.235415
  nChanged 150
		SP:Iteration 21Q (87473.200000 sec): 3 clusters
  Score: Raw -2346083.884666 + Penalty 3256.941829 = -2342826.942837
  nChanged 121
		SP:Iteration 22Q (87473.460000 sec): 3 clusters
  Score: Raw -2346140.616385 + Penalty 3256.941829 = -2342883.674557
  nChanged 113
		SP:Iteration 23Q (87473.750000 sec): 3 clusters
  Score: Raw -2346196.137496 + Penalty 3256.941829 = -2342939.195667
  nChanged 94
		SP:Iteration 24Q (87474.010000 sec): 3 clusters
  Score: Raw -2346237.545424 + Penalty 3256.941829 = -2342980.603595
  nChanged 75
		SP:Iteration 25Q (87474.260000 sec): 3 clusters
  Score: Raw -2346270.470095 + Penalty 3256.941829 = -2343013.528266
  nChanged 66
		SP:Iteration 26Q (87474.560000 sec): 3 clusters
  Score: Raw -2346300.268034 + Penalty 3256.941829 = -2343043.326205
  nChanged 53
		SP:Iteration 27Q (87474.830000 sec): 3 clusters
  Score: Raw -2346323.427162 + Penalty 3256.941829 = -2343066.485334
  nChanged 44
		SP:Iteration 28Q (87475.070000 sec): 3 clusters
  Score: Raw -2346344.531519 + Penalty 3256.941829 = -2343087.589691
  nChanged 37
		SP:Iteration 29Q (87475.310000 sec): 3 clusters
  Score: Raw -2346358.118245 + Penalty 3256.941829 = -2343101.176416
  nChanged 28
		SP:Iteration 30Q (87475.570000 sec): 3 clusters
  Score: Raw -2346369.626401 + Penalty 3256.941829 = -2343112.684572
  nChanged 26
		SP:Iteration 31Q (87475.890000 sec): 3 clusters
  Score: Raw -2346382.009037 + Penalty 3256.941829 = -2343125.067209
  nChanged 34
		SP:Iteration 32Q (87476.110000 sec): 3 clusters
  Score: Raw -2346394.881695 + Penalty 3256.941829 = -2343137.939866
  nChanged 29
		SP:Iteration 33Q (87476.390000 sec): 3 clusters
  Score: Raw -2346405.669275 + Penalty 3256.941829 = -2343148.727447
  nChanged 25
		SP:Iteration 34Q (87476.680000 sec): 3 clusters
  Score: Raw -2346414.709754 + Penalty 3256.941829 = -2343157.767925
  nChanged 20
		SP:Iteration 35Q (87476.960000 sec): 3 clusters
  Score: Raw -2346421.442491 + Penalty 3256.941829 = -2343164.500662
  nChanged 21
		SP:Iteration 36Q (87477.260000 sec): 3 clusters
  Score: Raw -2346427.250331 + Penalty 3256.941829 = -2343170.308503
  nChanged 13
		SP:Iteration 37Q (87477.520000 sec): 3 clusters
  Score: Raw -2346431.206537 + Penalty 3256.941829 = -2343174.264708
  nChanged 11
		SP:Iteration 38Q (87477.800000 sec): 3 clusters
  Score: Raw -2346434.746319 + Penalty 3256.941829 = -2343177.804490
  nChanged 8
		SP:Iteration 39Q (87478.090000 sec): 3 clusters
  Score: Raw -2346436.888639 + Penalty 3256.941829 = -2343179.946810
  nChanged 5
		SP:Iteration 40F (87478.390000 sec): 3 clusters
  Score: Raw -2346438.591402 + Penalty 3256.941829 = -2343181.649573
  nChanged 11
		SP:Iteration 41Q (87478.710000 sec): 3 clusters
  Score: Raw -2346442.493327 + Penalty 3256.941829 = -2343185.551498
  nChanged 11
		SP:Iteration 42Q (87478.980000 sec): 3 clusters
  Score: Raw -2346446.239744 + Penalty 3256.941829 = -2343189.297915
  nChanged 7
		SP:Iteration 43Q (87479.270000 sec): 3 clusters
  Score: Raw -2346449.710438 + Penalty 3256.941829 = -2343192.768609
  nChanged 8
		SP:Iteration 44Q (87479.570000 sec): 3 clusters
  Score: Raw -2346453.256183 + Penalty 3256.941829 = -2343196.314354
  nChanged 11
		SP:Iteration 45Q (87479.800000 sec): 3 clusters
  Score: Raw -2346456.858235 + Penalty 3256.941829 = -2343199.916406
  nChanged 10
		SP:Iteration 46Q (87480.140000 sec): 3 clusters
  Score: Raw -2346460.188495 + Penalty 3256.941829 = -2343203.246666
  nChanged 8
		SP:Iteration 47Q (87480.400000 sec): 3 clusters
  Score: Raw -2346462.657725 + Penalty 3256.941829 = -2343205.715897
  nChanged 4
		SP:Iteration 48Q (87480.730000 sec): 3 clusters
  Score: Raw -2346463.535051 + Penalty 3256.941829 = -2343206.593223
  nChanged 3
		SP:Iteration 49Q (87481.030000 sec): 3 clusters
  Score: Raw -2346464.284769 + Penalty 3256.941829 = -2343207.342940
  nChanged 2
		SP:Iteration 50Q (87481.390000 sec): 3 clusters
  Score: Raw -2346465.032595 + Penalty 3256.941829 = -2343208.090766
  nChanged 4
		SP:Iteration 51Q (87481.670000 sec): 3 clusters
  Score: Raw -2346466.939368 + Penalty 3256.941829 = -2343209.997539
  nChanged 4
		SP:Iteration 52Q (87481.990000 sec): 3 clusters
  Score: Raw -2346468.000205 + Penalty 3256.941829 = -2343211.058377
  nChanged 3
		SP:Iteration 53Q (87482.300000 sec): 3 clusters
  Score: Raw -2346468.474304 + Penalty 3256.941829 = -2343211.532475
  nChanged 2
		SP:Iteration 54Q (87482.620000 sec): 3 clusters
  Score: Raw -2346468.825993 + Penalty 3256.941829 = -2343211.884164
  nChanged 2
		SP:Iteration 55Q (87482.930000 sec): 3 clusters
  Score: Raw -2346469.401759 + Penalty 3256.941829 = -2343212.459931
  nChanged 1
		SP:Iteration 56Q (87483.260000 sec): 3 clusters
  Score: Raw -2346469.584787 + Penalty 3256.941829 = -2343212.642959
  nChanged 0
		SP:Iteration 57F (87483.630000 sec): 3 clusters
  Score: Raw -2346469.584787 + Penalty 3256.941829 = -2343212.642959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87483.790000 sec): 2 clusters
  Score: Raw -21022.556800 + Penalty 885.094823 = -20137.461977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87483.960000 sec): 3 clusters
  Score: Raw -21141.017266 + Penalty 1770.189646 = -19370.827620
  nChanged 36
		SP:Iteration 1F (87484.130000 sec): 3 clusters
  Score: Raw -21208.607900 + Penalty 1770.189646 = -19438.418254
  nChanged 16
		SP:Iteration 2F (87484.270000 sec): 3 clusters
  Score: Raw -21270.699238 + Penalty 1770.189646 = -19500.509593
  nChanged 13
		SP:Iteration 3F (87484.450000 sec): 3 clusters
  Score: Raw -21310.592146 + Penalty 1770.189646 = -19540.402500
  nChanged 5
		SP:Iteration 4Q (87484.620000 sec): 3 clusters
  Score: Raw -21329.413125 + Penalty 1770.189646 = -19559.223479
  nChanged 2
		SP:Iteration 5Q (87484.790000 sec): 3 clusters
  Score: Raw -21335.628820 + Penalty 1770.189646 = -19565.439175
  nChanged 1
		SP:Iteration 6Q (87484.960000 sec): 3 clusters
  Score: Raw -21338.108890 + Penalty 1770.189646 = -19567.919245
  nChanged 0
		SP:Iteration 7F (87485.140000 sec): 3 clusters
  Score: Raw -21338.108890 + Penalty 1770.189646 = -19567.919245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (33499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87485.440000 sec): 2 clusters
  Score: Raw -3721006.608386 + Penalty 1693.131516 = -3719313.476871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87485.840000 sec): 3 clusters
  Score: Raw -3700118.463010 + Penalty 3386.263032 = -3696732.199978
  nChanged 15485
		SP:Iteration 1F (87486.210000 sec): 3 clusters
  Score: Raw -3708532.614214 + Penalty 3386.263032 = -3705146.351182
  nChanged 1176
		SP:Iteration 2Q (87486.680000 sec): 3 clusters
  Score: Raw -3708793.361466 + Penalty 3386.263032 = -3705407.098434
  nChanged 1013
		SP:Iteration 3Q (87487.040000 sec): 3 clusters
  Score: Raw -3709012.511061 + Penalty 3386.263032 = -3705626.248030
  nChanged 945
		SP:Iteration 4Q (87487.430000 sec): 3 clusters
  Score: Raw -3709206.363694 + Penalty 3386.263032 = -3705820.100662
  nChanged 853
		SP:Iteration 5Q (87487.870000 sec): 3 clusters
  Score: Raw -3709371.083491 + Penalty 3386.263032 = -3705984.820460
  nChanged 799
		SP:Iteration 6Q (87488.250000 sec): 3 clusters
  Score: Raw -3709516.753030 + Penalty 3386.263032 = -3706130.489998
  nChanged 696
		SP:Iteration 7Q (87488.670000 sec): 3 clusters
  Score: Raw -3709640.322470 + Penalty 3386.263032 = -3706254.059439
  nChanged 698
		SP:Iteration 8Q (87489.110000 sec): 3 clusters
  Score: Raw -3709788.244750 + Penalty 3386.263032 = -3706401.981718
  nChanged 783
		SP:Iteration 9Q (87489.490000 sec): 3 clusters
  Score: Raw -3709975.273982 + Penalty 3386.263032 = -3706589.010951
  nChanged 896
		SP:Iteration 10Q (87489.850000 sec): 3 clusters
  Score: Raw -3710207.901185 + Penalty 3386.263032 = -3706821.638154
  nChanged 959
		SP:Iteration 11Q (87490.240000 sec): 3 clusters
  Score: Raw -3710529.588225 + Penalty 3386.263032 = -3707143.325193
  nChanged 1142
		SP:Iteration 12Q (87490.630000 sec): 3 clusters
  Score: Raw -3710972.336327 + Penalty 3386.263032 = -3707586.073295
  nChanged 1309
		SP:Iteration 13Q (87491.010000 sec): 3 clusters
  Score: Raw -3711584.392097 + Penalty 3386.263032 = -3708198.129065
  nChanged 1554
		SP:Iteration 14Q (87491.400000 sec): 3 clusters
  Score: Raw -3712460.711677 + Penalty 3386.263032 = -3709074.448646
  nChanged 1832
		SP:Iteration 15F (87491.810000 sec): 3 clusters
  Score: Raw -3713696.183586 + Penalty 3386.263032 = -3710309.920554
  nChanged 1849
		SP:Iteration 16F (87492.170000 sec): 3 clusters
  Score: Raw -3715080.563669 + Penalty 3386.263032 = -3711694.300637
  nChanged 1728
		SP:Iteration 17F (87492.520000 sec): 3 clusters
  Score: Raw -3716408.710561 + Penalty 3386.263032 = -3713022.447529
  nChanged 1436
		SP:Iteration 18Q (87492.860000 sec): 3 clusters
  Score: Raw -3717484.044800 + Penalty 3386.263032 = -3714097.781768
  nChanged 1156
		SP:Iteration 19Q (87493.250000 sec): 3 clusters
  Score: Raw -3718340.308943 + Penalty 3386.263032 = -3714954.045912
  nChanged 878
		SP:Iteration 20F (87493.630000 sec): 3 clusters
  Score: Raw -3718959.841396 + Penalty 3386.263032 = -3715573.578365
  nChanged 676
		SP:Iteration 21Q (87494.050000 sec): 3 clusters
  Score: Raw -3719419.993188 + Penalty 3386.263032 = -3716033.730156
  nChanged 550
		SP:Iteration 22Q (87494.530000 sec): 3 clusters
  Score: Raw -3719805.160696 + Penalty 3386.263032 = -3716418.897664
  nChanged 445
		SP:Iteration 23Q (87494.910000 sec): 3 clusters
  Score: Raw -3720119.455417 + Penalty 3386.263032 = -3716733.192386
  nChanged 350
		SP:Iteration 24Q (87495.310000 sec): 3 clusters
  Score: Raw -3720364.547125 + Penalty 3386.263032 = -3716978.284094
  nChanged 286
		SP:Iteration 25Q (87495.660000 sec): 3 clusters
  Score: Raw -3720570.894466 + Penalty 3386.263032 = -3717184.631435
  nChanged 227
		SP:Iteration 26Q (87496.030000 sec): 3 clusters
  Score: Raw -3720727.486367 + Penalty 3386.263032 = -3717341.223336
  nChanged 173
		SP:Iteration 27Q (87496.510000 sec): 3 clusters
  Score: Raw -3720832.955711 + Penalty 3386.263032 = -3717446.692680
  nChanged 148
		SP:Iteration 28Q (87496.850000 sec): 3 clusters
  Score: Raw -3720927.975786 + Penalty 3386.263032 = -3717541.712754
  nChanged 123
		SP:Iteration 29Q (87497.210000 sec): 3 clusters
  Score: Raw -3720998.392250 + Penalty 3386.263032 = -3717612.129219
  nChanged 100
		SP:Iteration 30Q (87497.640000 sec): 3 clusters
  Score: Raw -3721060.842640 + Penalty 3386.263032 = -3717674.579609
  nChanged 79
		SP:Iteration 31Q (87498.020000 sec): 3 clusters
  Score: Raw -3721101.353374 + Penalty 3386.263032 = -3717715.090342
  nChanged 52
		SP:Iteration 32Q (87498.360000 sec): 3 clusters
  Score: Raw -3721128.400238 + Penalty 3386.263032 = -3717742.137206
  nChanged 32
		SP:Iteration 33Q (87498.720000 sec): 3 clusters
  Score: Raw -3721143.216981 + Penalty 3386.263032 = -3717756.953950
  nChanged 27
		SP:Iteration 34Q (87499.070000 sec): 3 clusters
  Score: Raw -3721156.895188 + Penalty 3386.263032 = -3717770.632157
  nChanged 19
		SP:Iteration 35Q (87499.380000 sec): 3 clusters
  Score: Raw -3721167.375584 + Penalty 3386.263032 = -3717781.112552
  nChanged 18
		SP:Iteration 36Q (87499.730000 sec): 3 clusters
  Score: Raw -3721176.018552 + Penalty 3386.263032 = -3717789.755521
  nChanged 11
		SP:Iteration 37Q (87500.050000 sec): 3 clusters
  Score: Raw -3721181.231767 + Penalty 3386.263032 = -3717794.968735
  nChanged 10
		SP:Iteration 38Q (87500.440000 sec): 3 clusters
  Score: Raw -3721185.272688 + Penalty 3386.263032 = -3717799.009656
  nChanged 9
		SP:Iteration 39Q (87500.770000 sec): 3 clusters
  Score: Raw -3721188.497086 + Penalty 3386.263032 = -3717802.234054
  nChanged 7
		SP:Iteration 40F (87501.110000 sec): 3 clusters
  Score: Raw -3721192.061049 + Penalty 3386.263032 = -3717805.798017
  nChanged 7
		SP:Iteration 41Q (87501.450000 sec): 3 clusters
  Score: Raw -3721195.805519 + Penalty 3386.263032 = -3717809.542487
  nChanged 9
		SP:Iteration 42Q (87501.810000 sec): 3 clusters
  Score: Raw -3721199.982500 + Penalty 3386.263032 = -3717813.719468
  nChanged 7
		SP:Iteration 43Q (87502.170000 sec): 3 clusters
  Score: Raw -3721202.940972 + Penalty 3386.263032 = -3717816.677940
  nChanged 7
		SP:Iteration 44Q (87502.570000 sec): 3 clusters
  Score: Raw -3721206.835397 + Penalty 3386.263032 = -3717820.572365
  nChanged 8
		SP:Iteration 45Q (87502.880000 sec): 3 clusters
  Score: Raw -3721209.897865 + Penalty 3386.263032 = -3717823.634834
  nChanged 4
		SP:Iteration 46Q (87503.260000 sec): 3 clusters
  Score: Raw -3721211.776578 + Penalty 3386.263032 = -3717825.513546
  nChanged 3
		SP:Iteration 47Q (87503.610000 sec): 3 clusters
  Score: Raw -3721212.868992 + Penalty 3386.263032 = -3717826.605961
  nChanged 0
		SP:Iteration 48F (87503.970000 sec): 3 clusters
  Score: Raw -3721212.868992 + Penalty 3386.263032 = -3717826.605961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (9800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87504.120000 sec): 2 clusters
  Score: Raw -938958.600033 + Penalty 1493.397371 = -937465.202663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87504.380000 sec): 3 clusters
  Score: Raw -933432.615287 + Penalty 2986.794741 = -930445.820546
  nChanged 4308
		SP:Iteration 1F (87504.560000 sec): 3 clusters
  Score: Raw -936228.136263 + Penalty 2986.794741 = -933241.341522
  nChanged 840
		SP:Iteration 2F (87504.790000 sec): 3 clusters
  Score: Raw -936800.513625 + Penalty 2986.794741 = -933813.718884
  nChanged 684
		SP:Iteration 3F (87504.990000 sec): 3 clusters
  Score: Raw -937211.235024 + Penalty 2986.794741 = -934224.440283
  nChanged 588
		SP:Iteration 4F (87505.170000 sec): 3 clusters
  Score: Raw -937492.214850 + Penalty 2986.794741 = -934505.420109
  nChanged 414
		SP:Iteration 5Q (87505.430000 sec): 3 clusters
  Score: Raw -937665.071544 + Penalty 2986.794741 = -934678.276803
  nChanged 332
		SP:Iteration 6Q (87505.610000 sec): 3 clusters
  Score: Raw -937800.447465 + Penalty 2986.794741 = -934813.652724
  nChanged 295
		SP:Iteration 7Q (87505.910000 sec): 3 clusters
  Score: Raw -937920.350659 + Penalty 2986.794741 = -934933.555918
  nChanged 240
		SP:Iteration 8Q (87506.190000 sec): 3 clusters
  Score: Raw -938012.359045 + Penalty 2986.794741 = -935025.564304
  nChanged 242
		SP:Iteration 9Q (87506.400000 sec): 3 clusters
  Score: Raw -938100.650292 + Penalty 2986.794741 = -935113.855551
  nChanged 206
		SP:Iteration 10Q (87506.630000 sec): 3 clusters
  Score: Raw -938169.948173 + Penalty 2986.794741 = -935183.153432
  nChanged 207
		SP:Iteration 11Q (87506.880000 sec): 3 clusters
  Score: Raw -938239.721064 + Penalty 2986.794741 = -935252.926323
  nChanged 177
		SP:Iteration 12Q (87507.150000 sec): 3 clusters
  Score: Raw -938302.256000 + Penalty 2986.794741 = -935315.461259
  nChanged 165
		SP:Iteration 13Q (87507.340000 sec): 3 clusters
  Score: Raw -938357.801987 + Penalty 2986.794741 = -935371.007246
  nChanged 160
		SP:Iteration 14Q (87507.610000 sec): 3 clusters
  Score: Raw -938417.668763 + Penalty 2986.794741 = -935430.874022
  nChanged 165
		SP:Iteration 15Q (87507.860000 sec): 3 clusters
  Score: Raw -938487.680576 + Penalty 2986.794741 = -935500.885835
  nChanged 176
		SP:Iteration 16Q (87508.070000 sec): 3 clusters
  Score: Raw -938570.726643 + Penalty 2986.794741 = -935583.931902
  nChanged 187
		SP:Iteration 17Q (87508.310000 sec): 3 clusters
  Score: Raw -938655.551439 + Penalty 2986.794741 = -935668.756698
  nChanged 210
		SP:Iteration 18Q (87508.540000 sec): 3 clusters
  Score: Raw -938750.159914 + Penalty 2986.794741 = -935763.365173
  nChanged 190
		SP:Iteration 19Q (87508.840000 sec): 3 clusters
  Score: Raw -938841.063198 + Penalty 2986.794741 = -935854.268457
  nChanged 173
		SP:Iteration 20F (87509.090000 sec): 3 clusters
  Score: Raw -938921.982634 + Penalty 2986.794741 = -935935.187893
  nChanged 157
		SP:Iteration 21Q (87509.330000 sec): 3 clusters
  Score: Raw -939005.967973 + Penalty 2986.794741 = -936019.173232
  nChanged 157
		SP:Iteration 22Q (87509.560000 sec): 3 clusters
  Score: Raw -939093.844791 + Penalty 2986.794741 = -936107.050050
  nChanged 134
		SP:Iteration 23Q (87509.790000 sec): 3 clusters
  Score: Raw -939162.428618 + Penalty 2986.794741 = -936175.633877
  nChanged 116
		SP:Iteration 24Q (87510.000000 sec): 3 clusters
  Score: Raw -939209.184043 + Penalty 2986.794741 = -936222.389302
  nChanged 101
		SP:Iteration 25Q (87510.260000 sec): 3 clusters
  Score: Raw -939246.064915 + Penalty 2986.794741 = -936259.270174
  nChanged 104
		SP:Iteration 26Q (87510.470000 sec): 3 clusters
  Score: Raw -939281.392983 + Penalty 2986.794741 = -936294.598242
  nChanged 93
		SP:Iteration 27Q (87510.710000 sec): 3 clusters
  Score: Raw -939307.228524 + Penalty 2986.794741 = -936320.433783
  nChanged 77
		SP:Iteration 28Q (87510.960000 sec): 3 clusters
  Score: Raw -939326.310177 + Penalty 2986.794741 = -936339.515436
  nChanged 57
		SP:Iteration 29Q (87511.200000 sec): 3 clusters
  Score: Raw -939339.799780 + Penalty 2986.794741 = -936353.005039
  nChanged 56
		SP:Iteration 30Q (87511.450000 sec): 3 clusters
  Score: Raw -939354.667504 + Penalty 2986.794741 = -936367.872763
  nChanged 63
		SP:Iteration 31Q (87511.710000 sec): 3 clusters
  Score: Raw -939368.657759 + Penalty 2986.794741 = -936381.863018
  nChanged 55
		SP:Iteration 32Q (87511.960000 sec): 3 clusters
  Score: Raw -939380.358519 + Penalty 2986.794741 = -936393.563778
  nChanged 47
		SP:Iteration 33Q (87512.170000 sec): 3 clusters
  Score: Raw -939391.706325 + Penalty 2986.794741 = -936404.911584
  nChanged 59
		SP:Iteration 34Q (87512.410000 sec): 3 clusters
  Score: Raw -939406.089879 + Penalty 2986.794741 = -936419.295138
  nChanged 65
		SP:Iteration 35Q (87512.700000 sec): 3 clusters
  Score: Raw -939420.955066 + Penalty 2986.794741 = -936434.160325
  nChanged 63
		SP:Iteration 36Q (87512.920000 sec): 3 clusters
  Score: Raw -939435.697389 + Penalty 2986.794741 = -936448.902648
  nChanged 63
		SP:Iteration 37Q (87513.130000 sec): 3 clusters
  Score: Raw -939448.719347 + Penalty 2986.794741 = -936461.924606
  nChanged 47
		SP:Iteration 38Q (87513.360000 sec): 3 clusters
  Score: Raw -939458.614476 + Penalty 2986.794741 = -936471.819735
  nChanged 53
		SP:Iteration 39Q (87513.570000 sec): 3 clusters
  Score: Raw -939470.622545 + Penalty 2986.794741 = -936483.827804
  nChanged 58
		SP:Iteration 40F (87513.830000 sec): 3 clusters
  Score: Raw -939488.922987 + Penalty 2986.794741 = -936502.128246
  nChanged 77
		SP:Iteration 41Q (87514.050000 sec): 3 clusters
  Score: Raw -939509.358013 + Penalty 2986.794741 = -936522.563272
  nChanged 69
		SP:Iteration 42Q (87514.340000 sec): 3 clusters
  Score: Raw -939530.962828 + Penalty 2986.794741 = -936544.168087
  nChanged 60
		SP:Iteration 43Q (87514.580000 sec): 3 clusters
  Score: Raw -939546.880815 + Penalty 2986.794741 = -936560.086074
  nChanged 56
		SP:Iteration 44Q (87514.800000 sec): 3 clusters
  Score: Raw -939562.269383 + Penalty 2986.794741 = -936575.474642
  nChanged 56
		SP:Iteration 45Q (87515.050000 sec): 3 clusters
  Score: Raw -939576.137731 + Penalty 2986.794741 = -936589.342990
  nChanged 51
		SP:Iteration 46Q (87515.250000 sec): 3 clusters
  Score: Raw -939589.024205 + Penalty 2986.794741 = -936602.229464
  nChanged 57
		SP:Iteration 47Q (87515.460000 sec): 3 clusters
  Score: Raw -939606.178246 + Penalty 2986.794741 = -936619.383505
  nChanged 61
		SP:Iteration 48Q (87515.680000 sec): 3 clusters
  Score: Raw -939626.304272 + Penalty 2986.794741 = -936639.509531
  nChanged 57
		SP:Iteration 49Q (87515.910000 sec): 3 clusters
  Score: Raw -939646.092811 + Penalty 2986.794741 = -936659.298070
  nChanged 57
		SP:Iteration 50Q (87516.130000 sec): 3 clusters
  Score: Raw -939664.563697 + Penalty 2986.794741 = -936677.768956
  nChanged 55
		SP:Iteration 51Q (87516.410000 sec): 3 clusters
  Score: Raw -939681.387412 + Penalty 2986.794741 = -936694.592671
  nChanged 42
		SP:Iteration 52Q (87516.650000 sec): 3 clusters
  Score: Raw -939695.497925 + Penalty 2986.794741 = -936708.703184
  nChanged 48
		SP:Iteration 53Q (87516.910000 sec): 3 clusters
  Score: Raw -939709.501338 + Penalty 2986.794741 = -936722.706597
  nChanged 48
		SP:Iteration 54Q (87517.140000 sec): 3 clusters
  Score: Raw -939726.237537 + Penalty 2986.794741 = -936739.442796
  nChanged 44
		SP:Iteration 55Q (87517.400000 sec): 3 clusters
  Score: Raw -939740.785920 + Penalty 2986.794741 = -936753.991179
  nChanged 45
		SP:Iteration 56Q (87517.640000 sec): 3 clusters
  Score: Raw -939756.787654 + Penalty 2986.794741 = -936769.992913
  nChanged 39
		SP:Iteration 57Q (87517.900000 sec): 3 clusters
  Score: Raw -939769.181245 + Penalty 2986.794741 = -936782.386504
  nChanged 42
		SP:Iteration 58Q (87518.110000 sec): 3 clusters
  Score: Raw -939783.381225 + Penalty 2986.794741 = -936796.586484
  nChanged 43
		SP:Iteration 59Q (87518.360000 sec): 3 clusters
  Score: Raw -939798.276853 + Penalty 2986.794741 = -936811.482111
  nChanged 38
		SP:Iteration 60F (87518.610000 sec): 3 clusters
  Score: Raw -939811.669949 + Penalty 2986.794741 = -936824.875208
  nChanged 27
		SP:Iteration 61Q (87518.790000 sec): 3 clusters
  Score: Raw -939823.064620 + Penalty 2986.794741 = -936836.269879
  nChanged 32
		SP:Iteration 62Q (87519.070000 sec): 3 clusters
  Score: Raw -939834.341407 + Penalty 2986.794741 = -936847.546666
  nChanged 31
		SP:Iteration 63Q (87519.300000 sec): 3 clusters
  Score: Raw -939843.153364 + Penalty 2986.794741 = -936856.358623
  nChanged 20
		SP:Iteration 64Q (87519.530000 sec): 3 clusters
  Score: Raw -939848.577884 + Penalty 2986.794741 = -936861.783143
  nChanged 19
		SP:Iteration 65Q (87519.810000 sec): 3 clusters
  Score: Raw -939853.018013 + Penalty 2986.794741 = -936866.223272
  nChanged 14
		SP:Iteration 66Q (87520.000000 sec): 3 clusters
  Score: Raw -939857.046790 + Penalty 2986.794741 = -936870.252049
  nChanged 11
		SP:Iteration 67Q (87520.230000 sec): 3 clusters
  Score: Raw -939860.786027 + Penalty 2986.794741 = -936873.991286
  nChanged 10
		SP:Iteration 68Q (87520.460000 sec): 3 clusters
  Score: Raw -939865.617472 + Penalty 2986.794741 = -936878.822731
  nChanged 19
		SP:Iteration 69Q (87520.680000 sec): 3 clusters
  Score: Raw -939871.611042 + Penalty 2986.794741 = -936884.816301
  nChanged 7
		SP:Iteration 70Q (87520.840000 sec): 3 clusters
  Score: Raw -939873.486144 + Penalty 2986.794741 = -936886.691403
  nChanged 3
		SP:Iteration 71Q (87521.080000 sec): 3 clusters
  Score: Raw -939873.794672 + Penalty 2986.794741 = -936886.999931
  nChanged 1
		SP:Iteration 72Q (87521.300000 sec): 3 clusters
  Score: Raw -939873.971752 + Penalty 2986.794741 = -936887.177011
  nChanged 2
		SP:Iteration 73Q (87521.460000 sec): 3 clusters
  Score: Raw -939874.261092 + Penalty 2986.794741 = -936887.466351
  nChanged 1
		SP:Iteration 74Q (87521.700000 sec): 3 clusters
  Score: Raw -939874.368437 + Penalty 2986.794741 = -936887.573696
  nChanged 2
		SP:Iteration 75Q (87521.860000 sec): 3 clusters
  Score: Raw -939874.602448 + Penalty 2986.794741 = -936887.807707
  nChanged 1
		SP:Iteration 76Q (87522.070000 sec): 3 clusters
  Score: Raw -939874.768946 + Penalty 2986.794741 = -936887.974205
  nChanged 2
		SP:Iteration 77Q (87522.290000 sec): 3 clusters
  Score: Raw -939875.060019 + Penalty 2986.794741 = -936888.265278
  nChanged 1
		SP:Iteration 78Q (87522.470000 sec): 3 clusters
  Score: Raw -939875.152901 + Penalty 2986.794741 = -936888.358160
  nChanged 0
		SP:Iteration 79F (87522.700000 sec): 3 clusters
  Score: Raw -939875.152901 + Penalty 2986.794741 = -936888.358160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87522.850000 sec): 2 clusters
  Score: Raw -2046850.116191 + Penalty 1607.913183 = -2045242.203007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87523.120000 sec): 3 clusters
  Score: Raw -2035035.581607 + Penalty 3215.826367 = -2031819.755241
  nChanged 8915
		SP:Iteration 1F (87523.340000 sec): 3 clusters
  Score: Raw -2040252.525793 + Penalty 3215.826367 = -2037036.699426
  nChanged 1331
		SP:Iteration 2F (87523.610000 sec): 3 clusters
  Score: Raw -2040921.933431 + Penalty 3215.826367 = -2037706.107064
  nChanged 1280
		SP:Iteration 3F (87523.850000 sec): 3 clusters
  Score: Raw -2041637.661245 + Penalty 3215.826367 = -2038421.834879
  nChanged 1282
		SP:Iteration 4F (87524.120000 sec): 3 clusters
  Score: Raw -2042361.196240 + Penalty 3215.826367 = -2039145.369874
  nChanged 1180
		SP:Iteration 5F (87524.360000 sec): 3 clusters
  Score: Raw -2043044.421627 + Penalty 3215.826367 = -2039828.595260
  nChanged 1099
		SP:Iteration 6F (87524.660000 sec): 3 clusters
  Score: Raw -2043598.596809 + Penalty 3215.826367 = -2040382.770442
  nChanged 877
		SP:Iteration 7Q (87524.950000 sec): 3 clusters
  Score: Raw -2043953.271392 + Penalty 3215.826367 = -2040737.445025
  nChanged 700
		SP:Iteration 8Q (87525.260000 sec): 3 clusters
  Score: Raw -2044208.268233 + Penalty 3215.826367 = -2040992.441866
  nChanged 545
		SP:Iteration 9Q (87525.560000 sec): 3 clusters
  Score: Raw -2044377.211555 + Penalty 3215.826367 = -2041161.385189
  nChanged 437
		SP:Iteration 10Q (87525.840000 sec): 3 clusters
  Score: Raw -2044510.007639 + Penalty 3215.826367 = -2041294.181272
  nChanged 393
		SP:Iteration 11Q (87526.140000 sec): 3 clusters
  Score: Raw -2044631.318911 + Penalty 3215.826367 = -2041415.492545
  nChanged 406
		SP:Iteration 12Q (87526.410000 sec): 3 clusters
  Score: Raw -2044776.414905 + Penalty 3215.826367 = -2041560.588538
  nChanged 420
		SP:Iteration 13Q (87526.650000 sec): 3 clusters
  Score: Raw -2044946.156338 + Penalty 3215.826367 = -2041730.329971
  nChanged 451
		SP:Iteration 14Q (87526.930000 sec): 3 clusters
  Score: Raw -2045165.413439 + Penalty 3215.826367 = -2041949.587072
  nChanged 482
		SP:Iteration 15Q (87527.210000 sec): 3 clusters
  Score: Raw -2045427.865744 + Penalty 3215.826367 = -2042212.039377
  nChanged 540
		SP:Iteration 16Q (87527.470000 sec): 3 clusters
  Score: Raw -2045712.280377 + Penalty 3215.826367 = -2042496.454010
  nChanged 513
		SP:Iteration 17Q (87527.780000 sec): 3 clusters
  Score: Raw -2045953.340842 + Penalty 3215.826367 = -2042737.514475
  nChanged 472
		SP:Iteration 18Q (87528.050000 sec): 3 clusters
  Score: Raw -2046177.305053 + Penalty 3215.826367 = -2042961.478686
  nChanged 428
		SP:Iteration 19Q (87528.340000 sec): 3 clusters
  Score: Raw -2046392.295425 + Penalty 3215.826367 = -2043176.469058
  nChanged 425
		SP:Iteration 20F (87528.690000 sec): 3 clusters
  Score: Raw -2046605.824446 + Penalty 3215.826367 = -2043389.998079
  nChanged 401
		SP:Iteration 21Q (87529.000000 sec): 3 clusters
  Score: Raw -2046812.278333 + Penalty 3215.826367 = -2043596.451966
  nChanged 353
		SP:Iteration 22Q (87529.250000 sec): 3 clusters
  Score: Raw -2047000.554618 + Penalty 3215.826367 = -2043784.728251
  nChanged 340
		SP:Iteration 23Q (87529.580000 sec): 3 clusters
  Score: Raw -2047184.725479 + Penalty 3215.826367 = -2043968.899112
  nChanged 318
		SP:Iteration 24Q (87529.870000 sec): 3 clusters
  Score: Raw -2047336.194424 + Penalty 3215.826367 = -2044120.368057
  nChanged 271
		SP:Iteration 25Q (87530.140000 sec): 3 clusters
  Score: Raw -2047452.452832 + Penalty 3215.826367 = -2044236.626465
  nChanged 225
		SP:Iteration 26Q (87530.360000 sec): 3 clusters
  Score: Raw -2047539.401969 + Penalty 3215.826367 = -2044323.575602
  nChanged 222
		SP:Iteration 27Q (87530.640000 sec): 3 clusters
  Score: Raw -2047617.371827 + Penalty 3215.826367 = -2044401.545461
  nChanged 200
		SP:Iteration 28Q (87530.930000 sec): 3 clusters
  Score: Raw -2047684.438224 + Penalty 3215.826367 = -2044468.611857
  nChanged 191
		SP:Iteration 29Q (87531.180000 sec): 3 clusters
  Score: Raw -2047740.209006 + Penalty 3215.826367 = -2044524.382640
  nChanged 156
		SP:Iteration 30Q (87531.430000 sec): 3 clusters
  Score: Raw -2047781.613888 + Penalty 3215.826367 = -2044565.787522
  nChanged 142
		SP:Iteration 31Q (87531.700000 sec): 3 clusters
  Score: Raw -2047816.072763 + Penalty 3215.826367 = -2044600.246396
  nChanged 107
		SP:Iteration 32Q (87531.950000 sec): 3 clusters
  Score: Raw -2047835.865287 + Penalty 3215.826367 = -2044620.038920
  nChanged 86
		SP:Iteration 33Q (87532.190000 sec): 3 clusters
  Score: Raw -2047850.610034 + Penalty 3215.826367 = -2044634.783667
  nChanged 71
		SP:Iteration 34Q (87532.440000 sec): 3 clusters
  Score: Raw -2047862.289865 + Penalty 3215.826367 = -2044646.463498
  nChanged 71
		SP:Iteration 35Q (87532.680000 sec): 3 clusters
  Score: Raw -2047873.954738 + Penalty 3215.826367 = -2044658.128371
  nChanged 66
		SP:Iteration 36Q (87533.050000 sec): 3 clusters
  Score: Raw -2047884.431167 + Penalty 3215.826367 = -2044668.604800
  nChanged 56
		SP:Iteration 37Q (87533.270000 sec): 3 clusters
  Score: Raw -2047892.750237 + Penalty 3215.826367 = -2044676.923870
  nChanged 48
		SP:Iteration 38Q (87533.550000 sec): 3 clusters
  Score: Raw -2047898.538203 + Penalty 3215.826367 = -2044682.711836
  nChanged 46
		SP:Iteration 39Q (87533.870000 sec): 3 clusters
  Score: Raw -2047904.038133 + Penalty 3215.826367 = -2044688.211766
  nChanged 42
		SP:Iteration 40F (87534.170000 sec): 3 clusters
  Score: Raw -2047909.705602 + Penalty 3215.826367 = -2044693.879235
  nChanged 38
		SP:Iteration 41Q (87534.420000 sec): 3 clusters
  Score: Raw -2047914.545150 + Penalty 3215.826367 = -2044698.718784
  nChanged 38
		SP:Iteration 42Q (87534.690000 sec): 3 clusters
  Score: Raw -2047918.899444 + Penalty 3215.826367 = -2044703.073077
  nChanged 25
		SP:Iteration 43Q (87534.950000 sec): 3 clusters
  Score: Raw -2047922.070350 + Penalty 3215.826367 = -2044706.243983
  nChanged 24
		SP:Iteration 44Q (87535.270000 sec): 3 clusters
  Score: Raw -2047924.556866 + Penalty 3215.826367 = -2044708.730499
  nChanged 22
		SP:Iteration 45Q (87535.490000 sec): 3 clusters
  Score: Raw -2047926.800751 + Penalty 3215.826367 = -2044710.974385
  nChanged 24
		SP:Iteration 46Q (87535.820000 sec): 3 clusters
  Score: Raw -2047928.962773 + Penalty 3215.826367 = -2044713.136406
  nChanged 20
		SP:Iteration 47Q (87536.070000 sec): 3 clusters
  Score: Raw -2047930.399751 + Penalty 3215.826367 = -2044714.573384
  nChanged 16
		SP:Iteration 48Q (87536.330000 sec): 3 clusters
  Score: Raw -2047931.504483 + Penalty 3215.826367 = -2044715.678117
  nChanged 16
		SP:Iteration 49Q (87536.580000 sec): 3 clusters
  Score: Raw -2047932.537380 + Penalty 3215.826367 = -2044716.711014
  nChanged 21
		SP:Iteration 50Q (87536.830000 sec): 3 clusters
  Score: Raw -2047934.077261 + Penalty 3215.826367 = -2044718.250894
  nChanged 16
		SP:Iteration 51Q (87537.110000 sec): 3 clusters
  Score: Raw -2047935.317149 + Penalty 3215.826367 = -2044719.490782
  nChanged 18
		SP:Iteration 52Q (87537.390000 sec): 3 clusters
  Score: Raw -2047936.759520 + Penalty 3215.826367 = -2044720.933153
  nChanged 21
		SP:Iteration 53Q (87537.710000 sec): 3 clusters
  Score: Raw -2047939.125964 + Penalty 3215.826367 = -2044723.299597
  nChanged 27
		SP:Iteration 54Q (87538.030000 sec): 3 clusters
  Score: Raw -2047941.938538 + Penalty 3215.826367 = -2044726.112171
  nChanged 22
		SP:Iteration 55Q (87538.350000 sec): 3 clusters
  Score: Raw -2047943.894987 + Penalty 3215.826367 = -2044728.068621
  nChanged 16
		SP:Iteration 56Q (87538.700000 sec): 3 clusters
  Score: Raw -2047945.571077 + Penalty 3215.826367 = -2044729.744710
  nChanged 15
		SP:Iteration 57Q (87539.050000 sec): 3 clusters
  Score: Raw -2047946.800104 + Penalty 3215.826367 = -2044730.973737
  nChanged 13
		SP:Iteration 58Q (87539.390000 sec): 3 clusters
  Score: Raw -2047947.851324 + Penalty 3215.826367 = -2044732.024957
  nChanged 13
		SP:Iteration 59Q (87539.720000 sec): 3 clusters
  Score: Raw -2047948.855312 + Penalty 3215.826367 = -2044733.028945
  nChanged 11
		SP:Iteration 60F (87540.030000 sec): 3 clusters
  Score: Raw -2047949.843036 + Penalty 3215.826367 = -2044734.016669
  nChanged 8
		SP:Iteration 61Q (87540.350000 sec): 3 clusters
  Score: Raw -2047950.581916 + Penalty 3215.826367 = -2044734.755550
  nChanged 13
		SP:Iteration 62Q (87540.670000 sec): 3 clusters
  Score: Raw -2047951.492059 + Penalty 3215.826367 = -2044735.665692
  nChanged 10
		SP:Iteration 63Q (87541.050000 sec): 3 clusters
  Score: Raw -2047952.438888 + Penalty 3215.826367 = -2044736.612522
  nChanged 8
		SP:Iteration 64Q (87541.400000 sec): 3 clusters
  Score: Raw -2047953.003935 + Penalty 3215.826367 = -2044737.177568
  nChanged 5
		SP:Iteration 65Q (87541.700000 sec): 3 clusters
  Score: Raw -2047953.285948 + Penalty 3215.826367 = -2044737.459581
  nChanged 4
		SP:Iteration 66Q (87542.000000 sec): 3 clusters
  Score: Raw -2047953.542761 + Penalty 3215.826367 = -2044737.716394
  nChanged 9
		SP:Iteration 67Q (87542.330000 sec): 3 clusters
  Score: Raw -2047954.291477 + Penalty 3215.826367 = -2044738.465110
  nChanged 8
		SP:Iteration 68Q (87542.630000 sec): 3 clusters
  Score: Raw -2047954.865583 + Penalty 3215.826367 = -2044739.039217
  nChanged 2
		SP:Iteration 69Q (87542.910000 sec): 3 clusters
  Score: Raw -2047955.025299 + Penalty 3215.826367 = -2044739.198932
  nChanged 4
		SP:Iteration 70Q (87543.170000 sec): 3 clusters
  Score: Raw -2047955.321809 + Penalty 3215.826367 = -2044739.495442
  nChanged 5
		SP:Iteration 71Q (87543.480000 sec): 3 clusters
  Score: Raw -2047955.688592 + Penalty 3215.826367 = -2044739.862226
  nChanged 8
		SP:Iteration 72Q (87543.820000 sec): 3 clusters
  Score: Raw -2047956.135036 + Penalty 3215.826367 = -2044740.308669
  nChanged 2
		SP:Iteration 73Q (87544.070000 sec): 3 clusters
  Score: Raw -2047956.191341 + Penalty 3215.826367 = -2044740.364975
  nChanged 2
		SP:Iteration 74Q (87544.350000 sec): 3 clusters
  Score: Raw -2047956.301877 + Penalty 3215.826367 = -2044740.475510
  nChanged 1
		SP:Iteration 75Q (87544.620000 sec): 3 clusters
  Score: Raw -2047956.324755 + Penalty 3215.826367 = -2044740.498388
  nChanged 0
		SP:Iteration 76F (87544.960000 sec): 3 clusters
  Score: Raw -2047956.324755 + Penalty 3215.826367 = -2044740.498388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87545.100000 sec): 2 clusters
  Score: Raw -459043.279386 + Penalty 1365.326102 = -457677.953284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87545.360000 sec): 3 clusters
  Score: Raw -456778.082839 + Penalty 2730.652204 = -454047.430635
  nChanged 1770
		SP:Iteration 1F (87545.540000 sec): 3 clusters
  Score: Raw -457716.557590 + Penalty 2730.652204 = -454985.905386
  nChanged 307
		SP:Iteration 2F (87545.760000 sec): 3 clusters
  Score: Raw -457876.537491 + Penalty 2730.652204 = -455145.885287
  nChanged 213
		SP:Iteration 3Q (87545.920000 sec): 3 clusters
  Score: Raw -457988.721251 + Penalty 2730.652204 = -455258.069047
  nChanged 196
		SP:Iteration 4Q (87546.170000 sec): 3 clusters
  Score: Raw -458106.300371 + Penalty 2730.652204 = -455375.648167
  nChanged 184
		SP:Iteration 5Q (87546.320000 sec): 3 clusters
  Score: Raw -458210.462889 + Penalty 2730.652204 = -455479.810685
  nChanged 177
		SP:Iteration 6Q (87546.540000 sec): 3 clusters
  Score: Raw -458301.313722 + Penalty 2730.652204 = -455570.661518
  nChanged 141
		SP:Iteration 7Q (87546.690000 sec): 3 clusters
  Score: Raw -458381.538898 + Penalty 2730.652204 = -455650.886694
  nChanged 121
		SP:Iteration 8Q (87546.860000 sec): 3 clusters
  Score: Raw -458446.131819 + Penalty 2730.652204 = -455715.479615
  nChanged 113
		SP:Iteration 9Q (87547.120000 sec): 3 clusters
  Score: Raw -458504.227031 + Penalty 2730.652204 = -455773.574827
  nChanged 103
		SP:Iteration 10Q (87547.330000 sec): 3 clusters
  Score: Raw -458554.403269 + Penalty 2730.652204 = -455823.751065
  nChanged 93
		SP:Iteration 11Q (87547.610000 sec): 3 clusters
  Score: Raw -458601.823240 + Penalty 2730.652204 = -455871.171036
  nChanged 85
		SP:Iteration 12Q (87547.780000 sec): 3 clusters
  Score: Raw -458641.683565 + Penalty 2730.652204 = -455911.031361
  nChanged 76
		SP:Iteration 13Q (87547.990000 sec): 3 clusters
  Score: Raw -458675.449366 + Penalty 2730.652204 = -455944.797162
  nChanged 66
		SP:Iteration 14Q (87548.160000 sec): 3 clusters
  Score: Raw -458704.963933 + Penalty 2730.652204 = -455974.311729
  nChanged 59
		SP:Iteration 15Q (87548.350000 sec): 3 clusters
  Score: Raw -458733.514547 + Penalty 2730.652204 = -456002.862343
  nChanged 60
		SP:Iteration 16Q (87548.540000 sec): 3 clusters
  Score: Raw -458762.406892 + Penalty 2730.652204 = -456031.754688
  nChanged 64
		SP:Iteration 17Q (87548.750000 sec): 3 clusters
  Score: Raw -458789.975460 + Penalty 2730.652204 = -456059.323256
  nChanged 63
		SP:Iteration 18Q (87548.960000 sec): 3 clusters
  Score: Raw -458814.933142 + Penalty 2730.652204 = -456084.280938
  nChanged 68
		SP:Iteration 19Q (87549.150000 sec): 3 clusters
  Score: Raw -458843.874606 + Penalty 2730.652204 = -456113.222402
  nChanged 65
		SP:Iteration 20F (87549.360000 sec): 3 clusters
  Score: Raw -458870.052056 + Penalty 2730.652204 = -456139.399852
  nChanged 67
		SP:Iteration 21Q (87549.560000 sec): 3 clusters
  Score: Raw -458905.428861 + Penalty 2730.652204 = -456174.776657
  nChanged 73
		SP:Iteration 22Q (87549.740000 sec): 3 clusters
  Score: Raw -458947.319916 + Penalty 2730.652204 = -456216.667712
  nChanged 77
		SP:Iteration 23Q (87549.920000 sec): 3 clusters
  Score: Raw -459003.574910 + Penalty 2730.652204 = -456272.922706
  nChanged 73
		SP:Iteration 24Q (87550.110000 sec): 3 clusters
  Score: Raw -459057.029147 + Penalty 2730.652204 = -456326.376943
  nChanged 58
		SP:Iteration 25Q (87550.330000 sec): 3 clusters
  Score: Raw -459097.058817 + Penalty 2730.652204 = -456366.406613
  nChanged 53
		SP:Iteration 26Q (87550.630000 sec): 3 clusters
  Score: Raw -459132.474145 + Penalty 2730.652204 = -456401.821941
  nChanged 45
		SP:Iteration 27Q (87550.800000 sec): 3 clusters
  Score: Raw -459162.394268 + Penalty 2730.652204 = -456431.742064
  nChanged 48
		SP:Iteration 28Q (87551.000000 sec): 3 clusters
  Score: Raw -459194.229736 + Penalty 2730.652204 = -456463.577532
  nChanged 44
		SP:Iteration 29Q (87551.210000 sec): 3 clusters
  Score: Raw -459219.164034 + Penalty 2730.652204 = -456488.511830
  nChanged 33
		SP:Iteration 30Q (87551.370000 sec): 3 clusters
  Score: Raw -459236.101793 + Penalty 2730.652204 = -456505.449589
  nChanged 24
		SP:Iteration 31Q (87551.590000 sec): 3 clusters
  Score: Raw -459249.539375 + Penalty 2730.652204 = -456518.887171
  nChanged 23
		SP:Iteration 32Q (87551.840000 sec): 3 clusters
  Score: Raw -459259.497550 + Penalty 2730.652204 = -456528.845346
  nChanged 13
		SP:Iteration 33Q (87552.030000 sec): 3 clusters
  Score: Raw -459267.570689 + Penalty 2730.652204 = -456536.918485
  nChanged 18
		SP:Iteration 34Q (87552.180000 sec): 3 clusters
  Score: Raw -459277.941660 + Penalty 2730.652204 = -456547.289456
  nChanged 11
		SP:Iteration 35Q (87552.330000 sec): 3 clusters
  Score: Raw -459286.362254 + Penalty 2730.652204 = -456555.710050
  nChanged 16
		SP:Iteration 36Q (87552.510000 sec): 3 clusters
  Score: Raw -459299.787605 + Penalty 2730.652204 = -456569.135401
  nChanged 18
		SP:Iteration 37Q (87552.610000 sec): 3 clusters
  Score: Raw -459310.500891 + Penalty 2730.652204 = -456579.848687
  nChanged 14
		SP:Iteration 38Q (87552.740000 sec): 3 clusters
  Score: Raw -459318.235452 + Penalty 2730.652204 = -456587.583248
  nChanged 7
		SP:Iteration 39Q (87552.860000 sec): 3 clusters
  Score: Raw -459323.172548 + Penalty 2730.652204 = -456592.520344
  nChanged 3
		SP:Iteration 40F (87553.040000 sec): 3 clusters
  Score: Raw -459324.614205 + Penalty 2730.652204 = -456593.962001
  nChanged 3
		SP:Iteration 41Q (87553.180000 sec): 3 clusters
  Score: Raw -459325.830027 + Penalty 2730.652204 = -456595.177823
  nChanged 0
		SP:Iteration 42F (87553.370000 sec): 3 clusters
  Score: Raw -459325.830027 + Penalty 2730.652204 = -456595.177823
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87553.460000 sec): 2 clusters
  Score: Raw -33650.190075 + Penalty 958.733320 = -32691.456755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87553.590000 sec): 3 clusters
  Score: Raw -33643.875136 + Penalty 1917.466640 = -31726.408496
  nChanged 69
		SP:Iteration 1F (87553.750000 sec): 3 clusters
  Score: Raw -33777.066099 + Penalty 1917.466640 = -31859.599459
  nChanged 25
		SP:Iteration 2F (87553.900000 sec): 3 clusters
  Score: Raw -33843.341928 + Penalty 1917.466640 = -31925.875288
  nChanged 18
		SP:Iteration 3Q (87554.080000 sec): 3 clusters
  Score: Raw -33892.630623 + Penalty 1917.466640 = -31975.163983
  nChanged 11
		SP:Iteration 4Q (87554.190000 sec): 3 clusters
  Score: Raw -33933.333737 + Penalty 1917.466640 = -32015.867097
  nChanged 13
		SP:Iteration 5Q (87554.400000 sec): 3 clusters
  Score: Raw -33983.824379 + Penalty 1917.466640 = -32066.357739
  nChanged 13
		SP:Iteration 6Q (87554.560000 sec): 3 clusters
  Score: Raw -34049.968866 + Penalty 1917.466640 = -32132.502226
  nChanged 5
		SP:Iteration 7Q (87554.730000 sec): 3 clusters
  Score: Raw -34075.197799 + Penalty 1917.466640 = -32157.731159
  nChanged 2
		SP:Iteration 8Q (87554.850000 sec): 3 clusters
  Score: Raw -34083.726126 + Penalty 1917.466640 = -32166.259487
  nChanged 1
		SP:Iteration 9Q (87555.020000 sec): 3 clusters
  Score: Raw -34086.025808 + Penalty 1917.466640 = -32168.559168
  nChanged 0
		SP:Iteration 10F (87555.180000 sec): 3 clusters
  Score: Raw -34086.025808 + Penalty 1917.466640 = -32168.559168
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87555.280000 sec): 2 clusters
  Score: Raw -208459.018172 + Penalty 1237.885931 = -207221.132241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87555.430000 sec): 3 clusters
  Score: Raw -207580.933455 + Penalty 2475.771862 = -205105.161593
  nChanged 731
		SP:Iteration 1F (87555.600000 sec): 3 clusters
  Score: Raw -208064.741715 + Penalty 2475.771862 = -205588.969853
  nChanged 164
		SP:Iteration 2F (87555.720000 sec): 3 clusters
  Score: Raw -208197.286603 + Penalty 2475.771862 = -205721.514741
  nChanged 102
		SP:Iteration 3F (87555.940000 sec): 3 clusters
  Score: Raw -208268.538152 + Penalty 2475.771862 = -205792.766290
  nChanged 69
		SP:Iteration 4Q (87556.060000 sec): 3 clusters
  Score: Raw -208311.583833 + Penalty 2475.771862 = -205835.811971
  nChanged 48
		SP:Iteration 5Q (87556.240000 sec): 3 clusters
  Score: Raw -208339.547712 + Penalty 2475.771862 = -205863.775850
  nChanged 33
		SP:Iteration 6Q (87556.450000 sec): 3 clusters
  Score: Raw -208362.566545 + Penalty 2475.771862 = -205886.794682
  nChanged 30
		SP:Iteration 7Q (87556.600000 sec): 3 clusters
  Score: Raw -208382.131134 + Penalty 2475.771862 = -205906.359271
  nChanged 27
		SP:Iteration 8Q (87556.780000 sec): 3 clusters
  Score: Raw -208399.202203 + Penalty 2475.771862 = -205923.430341
  nChanged 33
		SP:Iteration 9Q (87557.010000 sec): 3 clusters
  Score: Raw -208415.435695 + Penalty 2475.771862 = -205939.663833
  nChanged 17
		SP:Iteration 10Q (87557.120000 sec): 3 clusters
  Score: Raw -208423.523209 + Penalty 2475.771862 = -205947.751347
  nChanged 16
		SP:Iteration 11Q (87557.280000 sec): 3 clusters
  Score: Raw -208429.408956 + Penalty 2475.771862 = -205953.637094
  nChanged 13
		SP:Iteration 12Q (87557.490000 sec): 3 clusters
  Score: Raw -208434.563852 + Penalty 2475.771862 = -205958.791990
  nChanged 12
		SP:Iteration 13Q (87557.660000 sec): 3 clusters
  Score: Raw -208441.667336 + Penalty 2475.771862 = -205965.895474
  nChanged 16
		SP:Iteration 14Q (87557.800000 sec): 3 clusters
  Score: Raw -208449.900367 + Penalty 2475.771862 = -205974.128505
  nChanged 8
		SP:Iteration 15Q (87558.010000 sec): 3 clusters
  Score: Raw -208455.404016 + Penalty 2475.771862 = -205979.632153
  nChanged 8
		SP:Iteration 16Q (87558.170000 sec): 3 clusters
  Score: Raw -208459.339663 + Penalty 2475.771862 = -205983.567800
  nChanged 12
		SP:Iteration 17Q (87558.370000 sec): 3 clusters
  Score: Raw -208465.105802 + Penalty 2475.771862 = -205989.333940
  nChanged 16
		SP:Iteration 18Q (87558.540000 sec): 3 clusters
  Score: Raw -208471.320799 + Penalty 2475.771862 = -205995.548937
  nChanged 6
		SP:Iteration 19Q (87558.790000 sec): 3 clusters
  Score: Raw -208472.687642 + Penalty 2475.771862 = -205996.915780
  nChanged 3
		SP:Iteration 20F (87558.990000 sec): 3 clusters
  Score: Raw -208473.644937 + Penalty 2475.771862 = -205997.873075
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87559.130000 sec): 2 clusters
  Score: Raw -439530.210816 + Penalty 1357.213434 = -438172.997382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87559.340000 sec): 3 clusters
  Score: Raw -437427.898960 + Penalty 2714.426868 = -434713.472092
  nChanged 1670
		SP:Iteration 1F (87559.540000 sec): 3 clusters
  Score: Raw -438306.607117 + Penalty 2714.426868 = -435592.180249
  nChanged 303
		SP:Iteration 2F (87559.760000 sec): 3 clusters
  Score: Raw -438500.777786 + Penalty 2714.426868 = -435786.350918
  nChanged 223
		SP:Iteration 3F (87559.970000 sec): 3 clusters
  Score: Raw -438654.212695 + Penalty 2714.426868 = -435939.785827
  nChanged 220
		SP:Iteration 4F (87560.150000 sec): 3 clusters
  Score: Raw -438830.254594 + Penalty 2714.426868 = -436115.827726
  nChanged 221
		SP:Iteration 5F (87560.390000 sec): 3 clusters
  Score: Raw -439011.410717 + Penalty 2714.426868 = -436296.983849
  nChanged 221
		SP:Iteration 6F (87560.580000 sec): 3 clusters
  Score: Raw -439183.746933 + Penalty 2714.426868 = -436469.320065
  nChanged 199
		SP:Iteration 7Q (87560.770000 sec): 3 clusters
  Score: Raw -439315.605697 + Penalty 2714.426868 = -436601.178829
  nChanged 171
		SP:Iteration 8Q (87560.960000 sec): 3 clusters
  Score: Raw -439419.326490 + Penalty 2714.426868 = -436704.899621
  nChanged 137
		SP:Iteration 9Q (87561.150000 sec): 3 clusters
  Score: Raw -439514.199301 + Penalty 2714.426868 = -436799.772432
  nChanged 119
		SP:Iteration 10Q (87561.340000 sec): 3 clusters
  Score: Raw -439583.250264 + Penalty 2714.426868 = -436868.823396
  nChanged 103
		SP:Iteration 11Q (87561.580000 sec): 3 clusters
  Score: Raw -439638.335983 + Penalty 2714.426868 = -436923.909115
  nChanged 81
		SP:Iteration 12Q (87561.810000 sec): 3 clusters
  Score: Raw -439676.501481 + Penalty 2714.426868 = -436962.074613
  nChanged 75
		SP:Iteration 13Q (87562.010000 sec): 3 clusters
  Score: Raw -439715.790660 + Penalty 2714.426868 = -437001.363792
  nChanged 73
		SP:Iteration 14Q (87562.190000 sec): 3 clusters
  Score: Raw -439754.291658 + Penalty 2714.426868 = -437039.864789
  nChanged 80
		SP:Iteration 15Q (87562.450000 sec): 3 clusters
  Score: Raw -439802.750953 + Penalty 2714.426868 = -437088.324085
  nChanged 66
		SP:Iteration 16Q (87562.610000 sec): 3 clusters
  Score: Raw -439852.622027 + Penalty 2714.426868 = -437138.195159
  nChanged 70
		SP:Iteration 17Q (87562.790000 sec): 3 clusters
  Score: Raw -439909.847302 + Penalty 2714.426868 = -437195.420434
  nChanged 76
		SP:Iteration 18Q (87562.990000 sec): 3 clusters
  Score: Raw -439961.431517 + Penalty 2714.426868 = -437247.004648
  nChanged 59
		SP:Iteration 19Q (87563.210000 sec): 3 clusters
  Score: Raw -439998.459786 + Penalty 2714.426868 = -437284.032918
  nChanged 54
		SP:Iteration 20F (87563.350000 sec): 3 clusters
  Score: Raw -440028.785986 + Penalty 2714.426868 = -437314.359118
  nChanged 57
		SP:Iteration 21Q (87563.530000 sec): 3 clusters
  Score: Raw -440056.147423 + Penalty 2714.426868 = -437341.720555
  nChanged 41
		SP:Iteration 22Q (87563.720000 sec): 3 clusters
  Score: Raw -440078.547386 + Penalty 2714.426868 = -437364.120518
  nChanged 26
		SP:Iteration 23Q (87563.880000 sec): 3 clusters
  Score: Raw -440089.845661 + Penalty 2714.426868 = -437375.418793
  nChanged 14
		SP:Iteration 24Q (87564.120000 sec): 3 clusters
  Score: Raw -440097.416415 + Penalty 2714.426868 = -437382.989547
  nChanged 9
		SP:Iteration 25Q (87564.360000 sec): 3 clusters
  Score: Raw -440101.702065 + Penalty 2714.426868 = -437387.275197
  nChanged 6
		SP:Iteration 26Q (87564.570000 sec): 3 clusters
  Score: Raw -440103.599846 + Penalty 2714.426868 = -437389.172978
  nChanged 6
		SP:Iteration 27Q (87564.760000 sec): 3 clusters
  Score: Raw -440105.423808 + Penalty 2714.426868 = -437390.996940
  nChanged 5
		SP:Iteration 28Q (87564.950000 sec): 3 clusters
  Score: Raw -440107.076963 + Penalty 2714.426868 = -437392.650094
  nChanged 5
		SP:Iteration 29Q (87565.110000 sec): 3 clusters
  Score: Raw -440108.559730 + Penalty 2714.426868 = -437394.132862
  nChanged 5
		SP:Iteration 30Q (87565.270000 sec): 3 clusters
  Score: Raw -440110.278969 + Penalty 2714.426868 = -437395.852101
  nChanged 3
		SP:Iteration 31Q (87565.450000 sec): 3 clusters
  Score: Raw -440111.233561 + Penalty 2714.426868 = -437396.806693
  nChanged 2
		SP:Iteration 32Q (87565.630000 sec): 3 clusters
  Score: Raw -440111.746836 + Penalty 2714.426868 = -437397.319968
  nChanged 1
		SP:Iteration 33Q (87565.820000 sec): 3 clusters
  Score: Raw -440112.004870 + Penalty 2714.426868 = -437397.578002
  nChanged 0
		SP:Iteration 34F (87566.010000 sec): 3 clusters
  Score: Raw -440112.004870 + Penalty 2714.426868 = -437397.578002
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87566.120000 sec): 2 clusters
  Score: Raw -29657.734843 + Penalty 930.612759 = -28727.122084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87566.310000 sec): 3 clusters
  Score: Raw -29718.214007 + Penalty 1861.225518 = -27856.988489
  nChanged 57
		SP:Iteration 1F (87566.420000 sec): 3 clusters
  Score: Raw -29831.853876 + Penalty 1861.225518 = -27970.628358
  nChanged 18
		SP:Iteration 2F (87566.580000 sec): 3 clusters
  Score: Raw -29901.329961 + Penalty 1861.225518 = -28040.104443
  nChanged 12
		SP:Iteration 3Q (87566.780000 sec): 3 clusters
  Score: Raw -29928.335485 + Penalty 1861.225518 = -28067.109967
  nChanged 6
		SP:Iteration 4Q (87566.990000 sec): 3 clusters
  Score: Raw -29946.797784 + Penalty 1861.225518 = -28085.572266
  nChanged 7
		SP:Iteration 5Q (87567.170000 sec): 3 clusters
  Score: Raw -29959.803316 + Penalty 1861.225518 = -28098.577798
  nChanged 5
		SP:Iteration 6Q (87567.350000 sec): 3 clusters
  Score: Raw -29969.898079 + Penalty 1861.225518 = -28108.672561
  nChanged 5
		SP:Iteration 7Q (87567.530000 sec): 3 clusters
  Score: Raw -29981.684845 + Penalty 1861.225518 = -28120.459327
  nChanged 3
		SP:Iteration 8Q (87567.680000 sec): 3 clusters
  Score: Raw -29989.705254 + Penalty 1861.225518 = -28128.479736
  nChanged 7
		SP:Iteration 9Q (87567.840000 sec): 3 clusters
  Score: Raw -30039.331305 + Penalty 1861.225518 = -28178.105787
  nChanged 6
		SP:Iteration 10Q (87568.010000 sec): 3 clusters
  Score: Raw -30051.992460 + Penalty 1861.225518 = -28190.766942
  nChanged 3
		SP:Iteration 11Q (87568.170000 sec): 3 clusters
  Score: Raw -30057.834257 + Penalty 1861.225518 = -28196.608739
  nChanged 3
		SP:Iteration 12Q (87568.330000 sec): 3 clusters
  Score: Raw -30071.039960 + Penalty 1861.225518 = -28209.814442
  nChanged 5
		SP:Iteration 13Q (87568.490000 sec): 3 clusters
  Score: Raw -30087.173359 + Penalty 1861.225518 = -28225.947841
  nChanged 3
		SP:Iteration 14Q (87568.650000 sec): 3 clusters
  Score: Raw -30096.395706 + Penalty 1861.225518 = -28235.170188
  nChanged 2
		SP:Iteration 15Q (87568.820000 sec): 3 clusters
  Score: Raw -30106.551247 + Penalty 1861.225518 = -28245.325729
  nChanged 2
		SP:Iteration 16Q (87568.990000 sec): 3 clusters
  Score: Raw -30112.850050 + Penalty 1861.225518 = -28251.624532
  nChanged 4
		SP:Iteration 17Q (87569.170000 sec): 3 clusters
  Score: Raw -30124.291229 + Penalty 1861.225518 = -28263.065711
  nChanged 2
		SP:Iteration 18Q (87569.350000 sec): 3 clusters
  Score: Raw -30127.975348 + Penalty 1861.225518 = -28266.749830
  nChanged 0
		SP:Iteration 19F (87569.560000 sec): 3 clusters
  Score: Raw -30127.975348 + Penalty 1861.225518 = -28266.749830
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87569.830000 sec): 2 clusters
  Score: Raw -2833760.778975 + Penalty 1662.084529 = -2832098.694446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87570.150000 sec): 3 clusters
  Score: Raw -2816801.243798 + Penalty 3324.169058 = -2813477.074740
  nChanged 12699
		SP:Iteration 1F (87570.480000 sec): 3 clusters
  Score: Raw -2823895.555460 + Penalty 3324.169058 = -2820571.386402
  nChanged 1380
		SP:Iteration 2Q (87570.790000 sec): 3 clusters
  Score: Raw -2824318.266076 + Penalty 3324.169058 = -2820994.097017
  nChanged 1189
		SP:Iteration 3Q (87571.070000 sec): 3 clusters
  Score: Raw -2824704.108315 + Penalty 3324.169058 = -2821379.939256
  nChanged 1155
		SP:Iteration 4Q (87571.370000 sec): 3 clusters
  Score: Raw -2825094.317649 + Penalty 3324.169058 = -2821770.148591
  nChanged 1173
		SP:Iteration 5Q (87571.700000 sec): 3 clusters
  Score: Raw -2825526.558180 + Penalty 3324.169058 = -2822202.389121
  nChanged 1131
		SP:Iteration 6Q (87572.000000 sec): 3 clusters
  Score: Raw -2825992.477998 + Penalty 3324.169058 = -2822668.308939
  nChanged 1209
		SP:Iteration 7Q (87572.350000 sec): 3 clusters
  Score: Raw -2826537.742033 + Penalty 3324.169058 = -2823213.572974
  nChanged 1280
		SP:Iteration 8Q (87572.680000 sec): 3 clusters
  Score: Raw -2827309.486430 + Penalty 3324.169058 = -2823985.317372
  nChanged 1422
		SP:Iteration 9F (87572.990000 sec): 3 clusters
  Score: Raw -2828222.541562 + Penalty 3324.169058 = -2824898.372503
  nChanged 1359
		SP:Iteration 10Q (87573.340000 sec): 3 clusters
  Score: Raw -2829048.403661 + Penalty 3324.169058 = -2825724.234603
  nChanged 1122
		SP:Iteration 11Q (87573.690000 sec): 3 clusters
  Score: Raw -2829577.401817 + Penalty 3324.169058 = -2826253.232758
  nChanged 789
		SP:Iteration 12Q (87574.030000 sec): 3 clusters
  Score: Raw -2829841.329504 + Penalty 3324.169058 = -2826517.160446
  nChanged 539
		SP:Iteration 13Q (87574.400000 sec): 3 clusters
  Score: Raw -2829978.084098 + Penalty 3324.169058 = -2826653.915039
  nChanged 419
		SP:Iteration 14Q (87574.700000 sec): 3 clusters
  Score: Raw -2830084.264035 + Penalty 3324.169058 = -2826760.094976
  nChanged 366
		SP:Iteration 15Q (87575.050000 sec): 3 clusters
  Score: Raw -2830183.484732 + Penalty 3324.169058 = -2826859.315673
  nChanged 367
		SP:Iteration 16Q (87575.420000 sec): 3 clusters
  Score: Raw -2830276.561896 + Penalty 3324.169058 = -2826952.392838
  nChanged 332
		SP:Iteration 17Q (87575.770000 sec): 3 clusters
  Score: Raw -2830357.989929 + Penalty 3324.169058 = -2827033.820870
  nChanged 330
		SP:Iteration 18Q (87576.110000 sec): 3 clusters
  Score: Raw -2830437.186778 + Penalty 3324.169058 = -2827113.017719
  nChanged 330
		SP:Iteration 19Q (87576.360000 sec): 3 clusters
  Score: Raw -2830515.090898 + Penalty 3324.169058 = -2827190.921840
  nChanged 340
		SP:Iteration 20F (87576.680000 sec): 3 clusters
  Score: Raw -2830603.918123 + Penalty 3324.169058 = -2827279.749064
  nChanged 350
		SP:Iteration 21Q (87576.970000 sec): 3 clusters
  Score: Raw -2830700.451235 + Penalty 3324.169058 = -2827376.282177
  nChanged 382
		SP:Iteration 22Q (87577.190000 sec): 3 clusters
  Score: Raw -2830813.656507 + Penalty 3324.169058 = -2827489.487449
  nChanged 415
		SP:Iteration 23Q (87577.480000 sec): 3 clusters
  Score: Raw -2830936.285281 + Penalty 3324.169058 = -2827612.116222
  nChanged 410
		SP:Iteration 24Q (87577.780000 sec): 3 clusters
  Score: Raw -2831065.507260 + Penalty 3324.169058 = -2827741.338201
  nChanged 411
		SP:Iteration 25Q (87578.050000 sec): 3 clusters
  Score: Raw -2831209.897581 + Penalty 3324.169058 = -2827885.728523
  nChanged 471
		SP:Iteration 26Q (87578.390000 sec): 3 clusters
  Score: Raw -2831384.214456 + Penalty 3324.169058 = -2828060.045397
  nChanged 474
		SP:Iteration 27Q (87578.690000 sec): 3 clusters
  Score: Raw -2831567.407883 + Penalty 3324.169058 = -2828243.238824
  nChanged 497
		SP:Iteration 28Q (87578.980000 sec): 3 clusters
  Score: Raw -2831776.233861 + Penalty 3324.169058 = -2828452.064803
  nChanged 501
		SP:Iteration 29Q (87579.340000 sec): 3 clusters
  Score: Raw -2832000.400100 + Penalty 3324.169058 = -2828676.231042
  nChanged 483
		SP:Iteration 30Q (87579.640000 sec): 3 clusters
  Score: Raw -2832221.842320 + Penalty 3324.169058 = -2828897.673261
  nChanged 452
		SP:Iteration 31Q (87579.940000 sec): 3 clusters
  Score: Raw -2832440.248478 + Penalty 3324.169058 = -2829116.079420
  nChanged 446
		SP:Iteration 32Q (87580.300000 sec): 3 clusters
  Score: Raw -2832666.917868 + Penalty 3324.169058 = -2829342.748809
  nChanged 419
		SP:Iteration 33Q (87580.610000 sec): 3 clusters
  Score: Raw -2832871.617489 + Penalty 3324.169058 = -2829547.448430
  nChanged 341
		SP:Iteration 34Q (87580.920000 sec): 3 clusters
  Score: Raw -2833043.232234 + Penalty 3324.169058 = -2829719.063175
  nChanged 309
		SP:Iteration 35Q (87581.300000 sec): 3 clusters
  Score: Raw -2833208.305526 + Penalty 3324.169058 = -2829884.136467
  nChanged 290
		SP:Iteration 36Q (87581.630000 sec): 3 clusters
  Score: Raw -2833382.666648 + Penalty 3324.169058 = -2830058.497590
  nChanged 269
		SP:Iteration 37Q (87581.970000 sec): 3 clusters
  Score: Raw -2833533.854274 + Penalty 3324.169058 = -2830209.685215
  nChanged 202
		SP:Iteration 38Q (87582.320000 sec): 3 clusters
  Score: Raw -2833646.853334 + Penalty 3324.169058 = -2830322.684275
  nChanged 171
		SP:Iteration 39Q (87582.620000 sec): 3 clusters
  Score: Raw -2833733.590788 + Penalty 3324.169058 = -2830409.421729
  nChanged 139
		SP:Iteration 40F (87583.030000 sec): 3 clusters
  Score: Raw -2833803.576196 + Penalty 3324.169058 = -2830479.407138
  nChanged 114
		SP:Iteration 41Q (87583.390000 sec): 3 clusters
  Score: Raw -2833857.241479 + Penalty 3324.169058 = -2830533.072420
  nChanged 70
		SP:Iteration 42Q (87583.740000 sec): 3 clusters
  Score: Raw -2833890.017495 + Penalty 3324.169058 = -2830565.848436
  nChanged 44
		SP:Iteration 43Q (87584.080000 sec): 3 clusters
  Score: Raw -2833909.101476 + Penalty 3324.169058 = -2830584.932418
  nChanged 49
		SP:Iteration 44Q (87584.370000 sec): 3 clusters
  Score: Raw -2833932.122189 + Penalty 3324.169058 = -2830607.953130
  nChanged 50
		SP:Iteration 45Q (87584.660000 sec): 3 clusters
  Score: Raw -2833952.691474 + Penalty 3324.169058 = -2830628.522416
  nChanged 37
		SP:Iteration 46Q (87584.960000 sec): 3 clusters
  Score: Raw -2833969.309002 + Penalty 3324.169058 = -2830645.139943
  nChanged 34
		SP:Iteration 47Q (87585.280000 sec): 3 clusters
  Score: Raw -2833986.096911 + Penalty 3324.169058 = -2830661.927853
  nChanged 25
		SP:Iteration 48Q (87585.560000 sec): 3 clusters
  Score: Raw -2833995.965661 + Penalty 3324.169058 = -2830671.796602
  nChanged 19
		SP:Iteration 49Q (87585.880000 sec): 3 clusters
  Score: Raw -2834003.852139 + Penalty 3324.169058 = -2830679.683081
  nChanged 19
		SP:Iteration 50Q (87586.160000 sec): 3 clusters
  Score: Raw -2834011.416291 + Penalty 3324.169058 = -2830687.247232
  nChanged 19
		SP:Iteration 51Q (87586.470000 sec): 3 clusters
  Score: Raw -2834019.980042 + Penalty 3324.169058 = -2830695.810983
  nChanged 25
		SP:Iteration 52Q (87586.820000 sec): 3 clusters
  Score: Raw -2834031.961964 + Penalty 3324.169058 = -2830707.792905
  nChanged 17
		SP:Iteration 53Q (87587.260000 sec): 3 clusters
  Score: Raw -2834041.612467 + Penalty 3324.169058 = -2830717.443409
  nChanged 17
		SP:Iteration 54Q (87587.550000 sec): 3 clusters
  Score: Raw -2834052.802587 + Penalty 3324.169058 = -2830728.633529
  nChanged 15
		SP:Iteration 55Q (87587.940000 sec): 3 clusters
  Score: Raw -2834059.361279 + Penalty 3324.169058 = -2830735.192220
  nChanged 11
		SP:Iteration 56Q (87588.260000 sec): 3 clusters
  Score: Raw -2834062.508306 + Penalty 3324.169058 = -2830738.339248
  nChanged 5
		SP:Iteration 57Q (87588.590000 sec): 3 clusters
  Score: Raw -2834064.468133 + Penalty 3324.169058 = -2830740.299075
  nChanged 2
		SP:Iteration 58Q (87588.930000 sec): 3 clusters
  Score: Raw -2834065.251877 + Penalty 3324.169058 = -2830741.082819
  nChanged 2
		SP:Iteration 59Q (87589.190000 sec): 3 clusters
  Score: Raw -2834066.820226 + Penalty 3324.169058 = -2830742.651168
  nChanged 4
		SP:Iteration 60F (87589.550000 sec): 3 clusters
  Score: Raw -2834068.813385 + Penalty 3324.169058 = -2830744.644326
  nChanged 4
		SP:Iteration 61Q (87589.900000 sec): 3 clusters
  Score: Raw -2834069.636276 + Penalty 3324.169058 = -2830745.467218
  nChanged 1
		SP:Iteration 62Q (87590.250000 sec): 3 clusters
  Score: Raw -2834070.162870 + Penalty 3324.169058 = -2830745.993812
  nChanged 1
		SP:Iteration 63Q (87590.620000 sec): 3 clusters
  Score: Raw -2834070.794851 + Penalty 3324.169058 = -2830746.625793
  nChanged 1
		SP:Iteration 64Q (87590.940000 sec): 3 clusters
  Score: Raw -2834071.003164 + Penalty 3324.169058 = -2830746.834105
  nChanged 0
		SP:Iteration 65F (87591.320000 sec): 3 clusters
  Score: Raw -2834071.003164 + Penalty 3324.169058 = -2830746.834105
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87591.450000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87591.650000 sec): 3 clusters
  Score: Raw -147654.037419 + Penalty 2342.554458 = -145311.482960
  nChanged 428
		SP:Iteration 1F (87591.900000 sec): 3 clusters
  Score: Raw -147979.208037 + Penalty 2342.554458 = -145636.653579
  nChanged 101
		SP:Iteration 2F (87592.060000 sec): 3 clusters
  Score: Raw -148080.768241 + Penalty 2342.554458 = -145738.213783
  nChanged 72
		SP:Iteration 3F (87592.180000 sec): 3 clusters
  Score: Raw -148154.624900 + Penalty 2342.554458 = -145812.070441
  nChanged 64
		SP:Iteration 4Q (87592.360000 sec): 3 clusters
  Score: Raw -148217.856479 + Penalty 2342.554458 = -145875.302020
  nChanged 63
		SP:Iteration 5Q (87592.540000 sec): 3 clusters
  Score: Raw -148291.042637 + Penalty 2342.554458 = -145948.488179
  nChanged 53
		SP:Iteration 6Q (87592.730000 sec): 3 clusters
  Score: Raw -148356.346937 + Penalty 2342.554458 = -146013.792479
  nChanged 54
		SP:Iteration 7Q (87592.900000 sec): 3 clusters
  Score: Raw -148430.348923 + Penalty 2342.554458 = -146087.794465
  nChanged 57
		SP:Iteration 8Q (87593.130000 sec): 3 clusters
  Score: Raw -148500.366010 + Penalty 2342.554458 = -146157.811552
  nChanged 43
		SP:Iteration 9Q (87593.290000 sec): 3 clusters
  Score: Raw -148570.440960 + Penalty 2342.554458 = -146227.886502
  nChanged 45
		SP:Iteration 10Q (87593.510000 sec): 3 clusters
  Score: Raw -148621.388709 + Penalty 2342.554458 = -146278.834251
  nChanged 34
		SP:Iteration 11Q (87593.750000 sec): 3 clusters
  Score: Raw -148657.422849 + Penalty 2342.554458 = -146314.868391
  nChanged 17
		SP:Iteration 12Q (87593.960000 sec): 3 clusters
  Score: Raw -148677.075281 + Penalty 2342.554458 = -146334.520823
  nChanged 10
		SP:Iteration 13Q (87594.160000 sec): 3 clusters
  Score: Raw -148686.087557 + Penalty 2342.554458 = -146343.533099
  nChanged 7
		SP:Iteration 14Q (87594.390000 sec): 3 clusters
  Score: Raw -148691.750702 + Penalty 2342.554458 = -146349.196243
  nChanged 4
		SP:Iteration 15Q (87594.580000 sec): 3 clusters
  Score: Raw -148694.747148 + Penalty 2342.554458 = -146352.192690
  nChanged 1
		SP:Iteration 16Q (87594.780000 sec): 3 clusters
  Score: Raw -148695.409298 + Penalty 2342.554458 = -146352.854839
  nChanged 0
		SP:Iteration 17F (87594.920000 sec): 3 clusters
  Score: Raw -148695.409298 + Penalty 2342.554458 = -146352.854839
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (5127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87595.050000 sec): 2 clusters
  Score: Raw -504914.840849 + Penalty 1388.119845 = -503526.721003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87595.310000 sec): 3 clusters
  Score: Raw -502232.327805 + Penalty 2776.239691 = -499456.088114
  nChanged 2078
		SP:Iteration 1F (87595.530000 sec): 3 clusters
  Score: Raw -503552.168782 + Penalty 2776.239691 = -500775.929091
  nChanged 425
		SP:Iteration 2F (87595.770000 sec): 3 clusters
  Score: Raw -503847.991643 + Penalty 2776.239691 = -501071.751952
  nChanged 374
		SP:Iteration 3F (87596.000000 sec): 3 clusters
  Score: Raw -504120.790694 + Penalty 2776.239691 = -501344.551003
  nChanged 317
		SP:Iteration 4F (87596.190000 sec): 3 clusters
  Score: Raw -504366.434644 + Penalty 2776.239691 = -501590.194954
  nChanged 263
		SP:Iteration 5F (87596.420000 sec): 3 clusters
  Score: Raw -504544.767702 + Penalty 2776.239691 = -501768.528011
  nChanged 215
		SP:Iteration 6Q (87596.600000 sec): 3 clusters
  Score: Raw -504664.086880 + Penalty 2776.239691 = -501887.847189
  nChanged 153
		SP:Iteration 7Q (87596.790000 sec): 3 clusters
  Score: Raw -504743.226160 + Penalty 2776.239691 = -501966.986469
  nChanged 135
		SP:Iteration 8Q (87596.970000 sec): 3 clusters
  Score: Raw -504810.250741 + Penalty 2776.239691 = -502034.011050
  nChanged 103
		SP:Iteration 9Q (87597.160000 sec): 3 clusters
  Score: Raw -504855.861142 + Penalty 2776.239691 = -502079.621451
  nChanged 93
		SP:Iteration 10Q (87597.330000 sec): 3 clusters
  Score: Raw -504892.267304 + Penalty 2776.239691 = -502116.027613
  nChanged 83
		SP:Iteration 11Q (87597.540000 sec): 3 clusters
  Score: Raw -504930.108326 + Penalty 2776.239691 = -502153.868635
  nChanged 98
		SP:Iteration 12Q (87597.790000 sec): 3 clusters
  Score: Raw -504983.689091 + Penalty 2776.239691 = -502207.449400
  nChanged 103
		SP:Iteration 13Q (87598.000000 sec): 3 clusters
  Score: Raw -505033.002901 + Penalty 2776.239691 = -502256.763210
  nChanged 87
		SP:Iteration 14Q (87598.220000 sec): 3 clusters
  Score: Raw -505077.439244 + Penalty 2776.239691 = -502301.199553
  nChanged 92
		SP:Iteration 15Q (87598.390000 sec): 3 clusters
  Score: Raw -505130.520581 + Penalty 2776.239691 = -502354.280890
  nChanged 114
		SP:Iteration 16Q (87598.610000 sec): 3 clusters
  Score: Raw -505190.864506 + Penalty 2776.239691 = -502414.624816
  nChanged 104
		SP:Iteration 17Q (87598.870000 sec): 3 clusters
  Score: Raw -505260.663615 + Penalty 2776.239691 = -502484.423924
  nChanged 117
		SP:Iteration 18Q (87599.070000 sec): 3 clusters
  Score: Raw -505341.832634 + Penalty 2776.239691 = -502565.592943
  nChanged 120
		SP:Iteration 19Q (87599.300000 sec): 3 clusters
  Score: Raw -505420.481186 + Penalty 2776.239691 = -502644.241495
  nChanged 105
		SP:Iteration 20F (87599.490000 sec): 3 clusters
  Score: Raw -505477.113570 + Penalty 2776.239691 = -502700.873879
  nChanged 90
		SP:Iteration 21Q (87599.690000 sec): 3 clusters
  Score: Raw -505518.826489 + Penalty 2776.239691 = -502742.586799
  nChanged 71
		SP:Iteration 22Q (87599.890000 sec): 3 clusters
  Score: Raw -505551.957416 + Penalty 2776.239691 = -502775.717725
  nChanged 93
		SP:Iteration 23Q (87600.080000 sec): 3 clusters
  Score: Raw -505594.765944 + Penalty 2776.239691 = -502818.526253
  nChanged 76
		SP:Iteration 24Q (87600.260000 sec): 3 clusters
  Score: Raw -505632.562423 + Penalty 2776.239691 = -502856.322732
  nChanged 68
		SP:Iteration 25Q (87600.440000 sec): 3 clusters
  Score: Raw -505669.586492 + Penalty 2776.239691 = -502893.346801
  nChanged 69
		SP:Iteration 26Q (87600.640000 sec): 3 clusters
  Score: Raw -505707.618294 + Penalty 2776.239691 = -502931.378603
  nChanged 67
		SP:Iteration 27Q (87600.880000 sec): 3 clusters
  Score: Raw -505745.389562 + Penalty 2776.239691 = -502969.149871
  nChanged 57
		SP:Iteration 28Q (87601.040000 sec): 3 clusters
  Score: Raw -505778.229086 + Penalty 2776.239691 = -503001.989396
  nChanged 59
		SP:Iteration 29Q (87601.230000 sec): 3 clusters
  Score: Raw -505806.628342 + Penalty 2776.239691 = -503030.388651
  nChanged 40
		SP:Iteration 30Q (87601.440000 sec): 3 clusters
  Score: Raw -505825.707312 + Penalty 2776.239691 = -503049.467621
  nChanged 43
		SP:Iteration 31Q (87601.610000 sec): 3 clusters
  Score: Raw -505843.912588 + Penalty 2776.239691 = -503067.672897
  nChanged 39
		SP:Iteration 32Q (87601.850000 sec): 3 clusters
  Score: Raw -505863.289952 + Penalty 2776.239691 = -503087.050261
  nChanged 38
		SP:Iteration 33Q (87602.070000 sec): 3 clusters
  Score: Raw -505884.635969 + Penalty 2776.239691 = -503108.396278
  nChanged 31
		SP:Iteration 34Q (87602.320000 sec): 3 clusters
  Score: Raw -505897.799143 + Penalty 2776.239691 = -503121.559453
  nChanged 33
		SP:Iteration 35Q (87602.540000 sec): 3 clusters
  Score: Raw -505911.531462 + Penalty 2776.239691 = -503135.291771
  nChanged 29
		SP:Iteration 36Q (87602.790000 sec): 3 clusters
  Score: Raw -505923.436897 + Penalty 2776.239691 = -503147.197206
  nChanged 35
		SP:Iteration 37Q (87602.990000 sec): 3 clusters
  Score: Raw -505936.484348 + Penalty 2776.239691 = -503160.244657
  nChanged 29
		SP:Iteration 38Q (87603.200000 sec): 3 clusters
  Score: Raw -505950.344702 + Penalty 2776.239691 = -503174.105011
  nChanged 43
		SP:Iteration 39Q (87603.460000 sec): 3 clusters
  Score: Raw -505971.587352 + Penalty 2776.239691 = -503195.347661
  nChanged 47
		SP:Iteration 40F (87603.650000 sec): 3 clusters
  Score: Raw -505992.514041 + Penalty 2776.239691 = -503216.274351
  nChanged 30
		SP:Iteration 41Q (87603.820000 sec): 3 clusters
  Score: Raw -506002.425598 + Penalty 2776.239691 = -503226.185908
  nChanged 18
		SP:Iteration 42Q (87604.070000 sec): 3 clusters
  Score: Raw -506007.076339 + Penalty 2776.239691 = -503230.836648
  nChanged 15
		SP:Iteration 43Q (87604.300000 sec): 3 clusters
  Score: Raw -506011.689923 + Penalty 2776.239691 = -503235.450232
  nChanged 18
		SP:Iteration 44Q (87604.490000 sec): 3 clusters
  Score: Raw -506018.459039 + Penalty 2776.239691 = -503242.219349
  nChanged 24
		SP:Iteration 45Q (87604.740000 sec): 3 clusters
  Score: Raw -506025.159033 + Penalty 2776.239691 = -503248.919342
  nChanged 16
		SP:Iteration 46Q (87604.950000 sec): 3 clusters
  Score: Raw -506030.163080 + Penalty 2776.239691 = -503253.923389
  nChanged 20
		SP:Iteration 47Q (87605.160000 sec): 3 clusters
  Score: Raw -506035.863440 + Penalty 2776.239691 = -503259.623749
  nChanged 15
		SP:Iteration 48Q (87605.330000 sec): 3 clusters
  Score: Raw -506039.718051 + Penalty 2776.239691 = -503263.478360
  nChanged 12
		SP:Iteration 49Q (87605.500000 sec): 3 clusters
  Score: Raw -506042.456664 + Penalty 2776.239691 = -503266.216973
  nChanged 14
		SP:Iteration 50Q (87605.680000 sec): 3 clusters
  Score: Raw -506045.538673 + Penalty 2776.239691 = -503269.298982
  nChanged 9
		SP:Iteration 51Q (87605.870000 sec): 3 clusters
  Score: Raw -506047.471285 + Penalty 2776.239691 = -503271.231594
  nChanged 11
		SP:Iteration 52Q (87606.070000 sec): 3 clusters
  Score: Raw -506050.516694 + Penalty 2776.239691 = -503274.277004
  nChanged 13
		SP:Iteration 53Q (87606.280000 sec): 3 clusters
  Score: Raw -506054.776026 + Penalty 2776.239691 = -503278.536336
  nChanged 7
		SP:Iteration 54Q (87606.520000 sec): 3 clusters
  Score: Raw -506056.952149 + Penalty 2776.239691 = -503280.712459
  nChanged 6
		SP:Iteration 55Q (87606.710000 sec): 3 clusters
  Score: Raw -506059.083986 + Penalty 2776.239691 = -503282.844295
  nChanged 4
		SP:Iteration 56Q (87606.950000 sec): 3 clusters
  Score: Raw -506059.974364 + Penalty 2776.239691 = -503283.734673
  nChanged 1
		SP:Iteration 57Q (87607.140000 sec): 3 clusters
  Score: Raw -506060.076153 + Penalty 2776.239691 = -503283.836462
  nChanged 2
		SP:Iteration 58Q (87607.390000 sec): 3 clusters
  Score: Raw -506060.482762 + Penalty 2776.239691 = -503284.243071
  nChanged 2
		SP:Iteration 59Q (87607.590000 sec): 3 clusters
  Score: Raw -506060.847529 + Penalty 2776.239691 = -503284.607838
  nChanged 3
		SP:Iteration 60F (87607.800000 sec): 3 clusters
  Score: Raw -506061.216237 + Penalty 2776.239691 = -503284.976546
  nChanged 2
		SP:Iteration 61Q (87608.040000 sec): 3 clusters
  Score: Raw -506061.494272 + Penalty 2776.239691 = -503285.254581
  nChanged 2
		SP:Iteration 62Q (87608.320000 sec): 3 clusters
  Score: Raw -506061.782926 + Penalty 2776.239691 = -503285.543235
  nChanged 1
		SP:Iteration 63Q (87608.520000 sec): 3 clusters
  Score: Raw -506061.947679 + Penalty 2776.239691 = -503285.707988
  nChanged 0
		SP:Iteration 64F (87608.770000 sec): 3 clusters
  Score: Raw -506061.947679 + Penalty 2776.239691 = -503285.707988
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87608.900000 sec): 2 clusters
  Score: Raw -792985.943487 + Penalty 1449.258915 = -791536.684572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87609.200000 sec): 3 clusters
  Score: Raw -788977.740110 + Penalty 2898.517830 = -786079.222279
  nChanged 3114
		SP:Iteration 1F (87609.450000 sec): 3 clusters
  Score: Raw -790606.918591 + Penalty 2898.517830 = -787708.400760
  nChanged 510
		SP:Iteration 2F (87609.740000 sec): 3 clusters
  Score: Raw -790884.337919 + Penalty 2898.517830 = -787985.820089
  nChanged 471
		SP:Iteration 3F (87610.000000 sec): 3 clusters
  Score: Raw -791216.004217 + Penalty 2898.517830 = -788317.486386
  nChanged 497
		SP:Iteration 4F (87610.210000 sec): 3 clusters
  Score: Raw -791603.534457 + Penalty 2898.517830 = -788705.016627
  nChanged 500
		SP:Iteration 5F (87610.410000 sec): 3 clusters
  Score: Raw -792010.162224 + Penalty 2898.517830 = -789111.644394
  nChanged 448
		SP:Iteration 6F (87610.580000 sec): 3 clusters
  Score: Raw -792340.202160 + Penalty 2898.517830 = -789441.684330
  nChanged 356
		SP:Iteration 7Q (87610.800000 sec): 3 clusters
  Score: Raw -792590.721149 + Penalty 2898.517830 = -789692.203319
  nChanged 272
		SP:Iteration 8Q (87611.030000 sec): 3 clusters
  Score: Raw -792741.238530 + Penalty 2898.517830 = -789842.720700
  nChanged 178
		SP:Iteration 9Q (87611.230000 sec): 3 clusters
  Score: Raw -792838.366508 + Penalty 2898.517830 = -789939.848677
  nChanged 132
		SP:Iteration 10Q (87611.440000 sec): 3 clusters
  Score: Raw -792899.015845 + Penalty 2898.517830 = -790000.498015
  nChanged 104
		SP:Iteration 11Q (87611.700000 sec): 3 clusters
  Score: Raw -792948.018411 + Penalty 2898.517830 = -790049.500581
  nChanged 81
		SP:Iteration 12Q (87611.980000 sec): 3 clusters
  Score: Raw -792984.333268 + Penalty 2898.517830 = -790085.815438
  nChanged 66
		SP:Iteration 13Q (87612.250000 sec): 3 clusters
  Score: Raw -793016.119396 + Penalty 2898.517830 = -790117.601566
  nChanged 67
		SP:Iteration 14Q (87612.500000 sec): 3 clusters
  Score: Raw -793040.201175 + Penalty 2898.517830 = -790141.683345
  nChanged 48
		SP:Iteration 15Q (87612.730000 sec): 3 clusters
  Score: Raw -793055.745989 + Penalty 2898.517830 = -790157.228159
  nChanged 32
		SP:Iteration 16Q (87612.960000 sec): 3 clusters
  Score: Raw -793065.351998 + Penalty 2898.517830 = -790166.834168
  nChanged 31
		SP:Iteration 17Q (87613.180000 sec): 3 clusters
  Score: Raw -793077.174024 + Penalty 2898.517830 = -790178.656194
  nChanged 27
		SP:Iteration 18Q (87613.440000 sec): 3 clusters
  Score: Raw -793086.639468 + Penalty 2898.517830 = -790188.121637
  nChanged 24
		SP:Iteration 19Q (87613.730000 sec): 3 clusters
  Score: Raw -793095.958908 + Penalty 2898.517830 = -790197.441078
  nChanged 30
		SP:Iteration 20F (87613.940000 sec): 3 clusters
  Score: Raw -793105.648873 + Penalty 2898.517830 = -790207.131042
  nChanged 21
		SP:Iteration 21Q (87614.140000 sec): 3 clusters
  Score: Raw -793111.911349 + Penalty 2898.517830 = -790213.393519
  nChanged 21
		SP:Iteration 22Q (87614.370000 sec): 3 clusters
  Score: Raw -793119.363592 + Penalty 2898.517830 = -790220.845762
  nChanged 18
		SP:Iteration 23Q (87614.620000 sec): 3 clusters
  Score: Raw -793126.161595 + Penalty 2898.517830 = -790227.643764
  nChanged 19
		SP:Iteration 24Q (87614.840000 sec): 3 clusters
  Score: Raw -793133.332562 + Penalty 2898.517830 = -790234.814732
  nChanged 23
		SP:Iteration 25Q (87615.000000 sec): 3 clusters
  Score: Raw -793141.834874 + Penalty 2898.517830 = -790243.317044
  nChanged 25
		SP:Iteration 26Q (87615.180000 sec): 3 clusters
  Score: Raw -793149.950572 + Penalty 2898.517830 = -790251.432742
  nChanged 14
		SP:Iteration 27Q (87615.380000 sec): 3 clusters
  Score: Raw -793154.622471 + Penalty 2898.517830 = -790256.104641
  nChanged 16
		SP:Iteration 28Q (87615.580000 sec): 3 clusters
  Score: Raw -793159.626327 + Penalty 2898.517830 = -790261.108497
  nChanged 17
		SP:Iteration 29Q (87615.770000 sec): 3 clusters
  Score: Raw -793165.006828 + Penalty 2898.517830 = -790266.488997
  nChanged 16
		SP:Iteration 30Q (87615.990000 sec): 3 clusters
  Score: Raw -793170.845656 + Penalty 2898.517830 = -790272.327826
  nChanged 15
		SP:Iteration 31Q (87616.200000 sec): 3 clusters
  Score: Raw -793176.325348 + Penalty 2898.517830 = -790277.807517
  nChanged 22
		SP:Iteration 32Q (87616.400000 sec): 3 clusters
  Score: Raw -793183.993188 + Penalty 2898.517830 = -790285.475358
  nChanged 20
		SP:Iteration 33Q (87616.640000 sec): 3 clusters
  Score: Raw -793189.658668 + Penalty 2898.517830 = -790291.140838
  nChanged 17
		SP:Iteration 34Q (87616.830000 sec): 3 clusters
  Score: Raw -793194.164160 + Penalty 2898.517830 = -790295.646330
  nChanged 8
		SP:Iteration 35Q (87617.040000 sec): 3 clusters
  Score: Raw -793195.650643 + Penalty 2898.517830 = -790297.132813
  nChanged 2
		SP:Iteration 36Q (87617.260000 sec): 3 clusters
  Score: Raw -793195.881944 + Penalty 2898.517830 = -790297.364114
  nChanged 0
		SP:Iteration 37F (87617.460000 sec): 3 clusters
  Score: Raw -793195.881944 + Penalty 2898.517830 = -790297.364114
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87617.570000 sec): 2 clusters
  Score: Raw -86084.262663 + Penalty 1096.673426 = -84987.589236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87617.750000 sec): 3 clusters
  Score: Raw -85841.557955 + Penalty 2193.346853 = -83648.211102
  nChanged 262
		SP:Iteration 1F (87617.880000 sec): 3 clusters
  Score: Raw -86125.820195 + Penalty 2193.346853 = -83932.473342
  nChanged 63
		SP:Iteration 2F (87618.070000 sec): 3 clusters
  Score: Raw -86201.738021 + Penalty 2193.346853 = -84008.391168
  nChanged 28
		SP:Iteration 3Q (87618.230000 sec): 3 clusters
  Score: Raw -86230.875544 + Penalty 2193.346853 = -84037.528691
  nChanged 22
		SP:Iteration 4Q (87618.400000 sec): 3 clusters
  Score: Raw -86258.220694 + Penalty 2193.346853 = -84064.873841
  nChanged 15
		SP:Iteration 5Q (87618.540000 sec): 3 clusters
  Score: Raw -86278.001277 + Penalty 2193.346853 = -84084.654424
  nChanged 12
		SP:Iteration 6Q (87618.710000 sec): 3 clusters
  Score: Raw -86295.240555 + Penalty 2193.346853 = -84101.893702
  nChanged 14
		SP:Iteration 7Q (87618.850000 sec): 3 clusters
  Score: Raw -86314.666650 + Penalty 2193.346853 = -84121.319798
  nChanged 10
		SP:Iteration 8Q (87618.970000 sec): 3 clusters
  Score: Raw -86327.116804 + Penalty 2193.346853 = -84133.769952
  nChanged 9
		SP:Iteration 9Q (87619.090000 sec): 3 clusters
  Score: Raw -86353.828933 + Penalty 2193.346853 = -84160.482080
  nChanged 13
		SP:Iteration 10Q (87619.250000 sec): 3 clusters
  Score: Raw -86374.129673 + Penalty 2193.346853 = -84180.782820
  nChanged 5
		SP:Iteration 11Q (87619.410000 sec): 3 clusters
  Score: Raw -86378.048278 + Penalty 2193.346853 = -84184.701425
  nChanged 7
		SP:Iteration 12Q (87619.570000 sec): 3 clusters
  Score: Raw -86388.355263 + Penalty 2193.346853 = -84195.008410
  nChanged 4
		SP:Iteration 13Q (87619.730000 sec): 3 clusters
  Score: Raw -86393.579293 + Penalty 2193.346853 = -84200.232440
  nChanged 5
		SP:Iteration 14Q (87619.910000 sec): 3 clusters
  Score: Raw -86399.778680 + Penalty 2193.346853 = -84206.431827
  nChanged 8
		SP:Iteration 15Q (87620.070000 sec): 3 clusters
  Score: Raw -86414.405307 + Penalty 2193.346853 = -84221.058454
  nChanged 11
		SP:Iteration 16Q (87620.250000 sec): 3 clusters
  Score: Raw -86428.249595 + Penalty 2193.346853 = -84234.902742
  nChanged 15
		SP:Iteration 17Q (87620.380000 sec): 3 clusters
  Score: Raw -86446.259749 + Penalty 2193.346853 = -84252.912896
  nChanged 5
		SP:Iteration 18Q (87620.570000 sec): 3 clusters
  Score: Raw -86450.790460 + Penalty 2193.346853 = -84257.443607
  nChanged 5
		SP:Iteration 19Q (87620.760000 sec): 3 clusters
  Score: Raw -86454.530142 + Penalty 2193.346853 = -84261.183289
  nChanged 3
		SP:Iteration 20F (87620.880000 sec): 3 clusters
  Score: Raw -86457.187677 + Penalty 2193.346853 = -84263.840824
  nChanged 1
		SP:Iteration 21Q (87621.080000 sec): 3 clusters
  Score: Raw -86457.662153 + Penalty 2193.346853 = -84264.315300
  nChanged 1
		SP:Iteration 22Q (87621.230000 sec): 3 clusters
  Score: Raw -86458.583308 + Penalty 2193.346853 = -84265.236455
  nChanged 0
		SP:Iteration 23F (87621.400000 sec): 3 clusters
  Score: Raw -86458.583308 + Penalty 2193.346853 = -84265.236455
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (17459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87621.600000 sec): 2 clusters
  Score: Raw -1800650.588091 + Penalty 1587.236715 = -1799063.351376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87621.920000 sec): 3 clusters
  Score: Raw -1790206.092802 + Penalty 3174.473430 = -1787031.619372
  nChanged 7835
		SP:Iteration 1F (87622.200000 sec): 3 clusters
  Score: Raw -1794606.858139 + Penalty 3174.473430 = -1791432.384709
  nChanged 1050
		SP:Iteration 2F (87622.460000 sec): 3 clusters
  Score: Raw -1795110.016307 + Penalty 3174.473430 = -1791935.542877
  nChanged 1057
		SP:Iteration 3F (87622.740000 sec): 3 clusters
  Score: Raw -1795726.133298 + Penalty 3174.473430 = -1792551.659868
  nChanged 1189
		SP:Iteration 4F (87623.070000 sec): 3 clusters
  Score: Raw -1796536.963677 + Penalty 3174.473430 = -1793362.490247
  nChanged 1201
		SP:Iteration 5F (87623.330000 sec): 3 clusters
  Score: Raw -1797374.798262 + Penalty 3174.473430 = -1794200.324832
  nChanged 1078
		SP:Iteration 6F (87623.640000 sec): 3 clusters
  Score: Raw -1798117.730552 + Penalty 3174.473430 = -1794943.257122
  nChanged 882
		SP:Iteration 7F (87623.900000 sec): 3 clusters
  Score: Raw -1798729.057518 + Penalty 3174.473430 = -1795554.584088
  nChanged 678
		SP:Iteration 8Q (87624.150000 sec): 3 clusters
  Score: Raw -1799279.614994 + Penalty 3174.473430 = -1796105.141564
  nChanged 537
		SP:Iteration 9Q (87624.390000 sec): 3 clusters
  Score: Raw -1799832.564705 + Penalty 3174.473430 = -1796658.091275
  nChanged 455
		SP:Iteration 10Q (87624.670000 sec): 3 clusters
  Score: Raw -1800270.363363 + Penalty 3174.473430 = -1797095.889933
  nChanged 374
		SP:Iteration 11Q (87624.950000 sec): 3 clusters
  Score: Raw -1800548.822037 + Penalty 3174.473430 = -1797374.348607
  nChanged 290
		SP:Iteration 12Q (87625.300000 sec): 3 clusters
  Score: Raw -1800710.495663 + Penalty 3174.473430 = -1797536.022233
  nChanged 215
		SP:Iteration 13Q (87625.560000 sec): 3 clusters
  Score: Raw -1800804.868728 + Penalty 3174.473430 = -1797630.395298
  nChanged 137
		SP:Iteration 14Q (87625.890000 sec): 3 clusters
  Score: Raw -1800855.956826 + Penalty 3174.473430 = -1797681.483396
  nChanged 104
		SP:Iteration 15Q (87626.200000 sec): 3 clusters
  Score: Raw -1800885.503648 + Penalty 3174.473430 = -1797711.030218
  nChanged 78
		SP:Iteration 16Q (87626.460000 sec): 3 clusters
  Score: Raw -1800907.052059 + Penalty 3174.473430 = -1797732.578629
  nChanged 74
		SP:Iteration 17Q (87626.760000 sec): 3 clusters
  Score: Raw -1800924.880367 + Penalty 3174.473430 = -1797750.406937
  nChanged 81
		SP:Iteration 18Q (87627.060000 sec): 3 clusters
  Score: Raw -1800943.020565 + Penalty 3174.473430 = -1797768.547135
  nChanged 49
		SP:Iteration 19Q (87627.290000 sec): 3 clusters
  Score: Raw -1800952.740417 + Penalty 3174.473430 = -1797778.266987
  nChanged 34
		SP:Iteration 20F (87627.530000 sec): 3 clusters
  Score: Raw -1800959.861976 + Penalty 3174.473430 = -1797785.388546
  nChanged 42
		SP:Iteration 21Q (87627.810000 sec): 3 clusters
  Score: Raw -1800969.900411 + Penalty 3174.473430 = -1797795.426981
  nChanged 48
		SP:Iteration 22Q (87628.100000 sec): 3 clusters
  Score: Raw -1800980.855971 + Penalty 3174.473430 = -1797806.382540
  nChanged 47
		SP:Iteration 23Q (87628.440000 sec): 3 clusters
  Score: Raw -1800992.749978 + Penalty 3174.473430 = -1797818.276548
  nChanged 46
		SP:Iteration 24Q (87628.700000 sec): 3 clusters
  Score: Raw -1801004.661218 + Penalty 3174.473430 = -1797830.187788
  nChanged 45
		SP:Iteration 25Q (87629.000000 sec): 3 clusters
  Score: Raw -1801014.678814 + Penalty 3174.473430 = -1797840.205384
  nChanged 40
		SP:Iteration 26Q (87629.330000 sec): 3 clusters
  Score: Raw -1801021.028444 + Penalty 3174.473430 = -1797846.555014
  nChanged 20
		SP:Iteration 27Q (87629.560000 sec): 3 clusters
  Score: Raw -1801023.232627 + Penalty 3174.473430 = -1797848.759197
  nChanged 15
		SP:Iteration 28Q (87629.860000 sec): 3 clusters
  Score: Raw -1801025.138487 + Penalty 3174.473430 = -1797850.665057
  nChanged 9
		SP:Iteration 29Q (87630.090000 sec): 3 clusters
  Score: Raw -1801026.105991 + Penalty 3174.473430 = -1797851.632561
  nChanged 11
		SP:Iteration 30Q (87630.390000 sec): 3 clusters
  Score: Raw -1801027.307858 + Penalty 3174.473430 = -1797852.834428
  nChanged 8
		SP:Iteration 31Q (87630.680000 sec): 3 clusters
  Score: Raw -1801028.035240 + Penalty 3174.473430 = -1797853.561810
  nChanged 5
		SP:Iteration 32Q (87630.950000 sec): 3 clusters
  Score: Raw -1801028.320936 + Penalty 3174.473430 = -1797853.847506
  nChanged 5
		SP:Iteration 33Q (87631.240000 sec): 3 clusters
  Score: Raw -1801028.652588 + Penalty 3174.473430 = -1797854.179158
  nChanged 5
		SP:Iteration 34Q (87631.530000 sec): 3 clusters
  Score: Raw -1801029.156439 + Penalty 3174.473430 = -1797854.683009
  nChanged 7
		SP:Iteration 35Q (87631.780000 sec): 3 clusters
  Score: Raw -1801030.320909 + Penalty 3174.473430 = -1797855.847479
  nChanged 9
		SP:Iteration 36Q (87632.030000 sec): 3 clusters
  Score: Raw -1801031.668484 + Penalty 3174.473430 = -1797857.195054
  nChanged 13
		SP:Iteration 37Q (87632.360000 sec): 3 clusters
  Score: Raw -1801033.603275 + Penalty 3174.473430 = -1797859.129845
  nChanged 15
		SP:Iteration 38Q (87632.690000 sec): 3 clusters
  Score: Raw -1801035.435984 + Penalty 3174.473430 = -1797860.962554
  nChanged 15
		SP:Iteration 39Q (87632.960000 sec): 3 clusters
  Score: Raw -1801037.112693 + Penalty 3174.473430 = -1797862.639263
  nChanged 9
		SP:Iteration 40F (87633.290000 sec): 3 clusters
  Score: Raw -1801038.321879 + Penalty 3174.473430 = -1797863.848449
  nChanged 11
		SP:Iteration 41Q (87633.540000 sec): 3 clusters
  Score: Raw -1801039.348811 + Penalty 3174.473430 = -1797864.875381
  nChanged 4
		SP:Iteration 42Q (87633.790000 sec): 3 clusters
  Score: Raw -1801039.866606 + Penalty 3174.473430 = -1797865.393176
  nChanged 4
		SP:Iteration 43Q (87634.100000 sec): 3 clusters
  Score: Raw -1801040.339521 + Penalty 3174.473430 = -1797865.866091
  nChanged 3
		SP:Iteration 44Q (87634.350000 sec): 3 clusters
  Score: Raw -1801040.572489 + Penalty 3174.473430 = -1797866.099059
  nChanged 3
		SP:Iteration 45Q (87634.630000 sec): 3 clusters
  Score: Raw -1801040.735004 + Penalty 3174.473430 = -1797866.261574
  nChanged 4
		SP:Iteration 46Q (87634.910000 sec): 3 clusters
  Score: Raw -1801041.039148 + Penalty 3174.473430 = -1797866.565718
  nChanged 5
		SP:Iteration 47Q (87635.160000 sec): 3 clusters
  Score: Raw -1801041.694470 + Penalty 3174.473430 = -1797867.221040
  nChanged 3
		SP:Iteration 48Q (87635.470000 sec): 3 clusters
  Score: Raw -1801042.150183 + Penalty 3174.473430 = -1797867.676753
  nChanged 6
		SP:Iteration 49Q (87635.790000 sec): 3 clusters
  Score: Raw -1801042.790661 + Penalty 3174.473430 = -1797868.317231
  nChanged 6
		SP:Iteration 50Q (87636.010000 sec): 3 clusters
  Score: Raw -1801043.467058 + Penalty 3174.473430 = -1797868.993628
  nChanged 6
		SP:Iteration 51Q (87636.270000 sec): 3 clusters
  Score: Raw -1801044.345537 + Penalty 3174.473430 = -1797869.872107
  nChanged 6
		SP:Iteration 52Q (87636.590000 sec): 3 clusters
  Score: Raw -1801044.968243 + Penalty 3174.473430 = -1797870.494813
  nChanged 6
		SP:Iteration 53Q (87636.840000 sec): 3 clusters
  Score: Raw -1801045.787247 + Penalty 3174.473430 = -1797871.313817
  nChanged 6
		SP:Iteration 54Q (87637.110000 sec): 3 clusters
  Score: Raw -1801046.415604 + Penalty 3174.473430 = -1797871.942174
  nChanged 2
		SP:Iteration 55Q (87637.420000 sec): 3 clusters
  Score: Raw -1801046.565034 + Penalty 3174.473430 = -1797872.091603
  nChanged 1
		SP:Iteration 56Q (87637.690000 sec): 3 clusters
  Score: Raw -1801046.745268 + Penalty 3174.473430 = -1797872.271838
  nChanged 1
		SP:Iteration 57Q (87638.040000 sec): 3 clusters
  Score: Raw -1801046.818243 + Penalty 3174.473430 = -1797872.344813
  nChanged 2
		SP:Iteration 58Q (87638.330000 sec): 3 clusters
  Score: Raw -1801047.104527 + Penalty 3174.473430 = -1797872.631097
  nChanged 2
		SP:Iteration 59Q (87638.590000 sec): 3 clusters
  Score: Raw -1801047.223159 + Penalty 3174.473430 = -1797872.749729
  nChanged 0
		SP:Iteration 60F (87638.860000 sec): 3 clusters
  Score: Raw -1801047.223159 + Penalty 3174.473430 = -1797872.749729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87638.990000 sec): 2 clusters
  Score: Raw -92484.605336 + Penalty 1102.657992 = -91381.947343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87639.220000 sec): 3 clusters
  Score: Raw -92238.829371 + Penalty 2205.315985 = -90033.513387
  nChanged 254
		SP:Iteration 1F (87639.360000 sec): 3 clusters
  Score: Raw -92501.848623 + Penalty 2205.315985 = -90296.532638
  nChanged 56
		SP:Iteration 2F (87639.510000 sec): 3 clusters
  Score: Raw -92571.471246 + Penalty 2205.315985 = -90366.155261
  nChanged 39
		SP:Iteration 3Q (87639.690000 sec): 3 clusters
  Score: Raw -92611.781837 + Penalty 2205.315985 = -90406.465853
  nChanged 29
		SP:Iteration 4Q (87639.870000 sec): 3 clusters
  Score: Raw -92649.121874 + Penalty 2205.315985 = -90443.805889
  nChanged 27
		SP:Iteration 5Q (87640.020000 sec): 3 clusters
  Score: Raw -92715.877102 + Penalty 2205.315985 = -90510.561118
  nChanged 44
		SP:Iteration 6Q (87640.200000 sec): 3 clusters
  Score: Raw -92830.272446 + Penalty 2205.315985 = -90624.956462
  nChanged 43
		SP:Iteration 7Q (87640.360000 sec): 3 clusters
  Score: Raw -92940.897056 + Penalty 2205.315985 = -90735.581072
  nChanged 37
		SP:Iteration 8Q (87640.630000 sec): 3 clusters
  Score: Raw -93001.681375 + Penalty 2205.315985 = -90796.365391
  nChanged 30
		SP:Iteration 9Q (87640.840000 sec): 3 clusters
  Score: Raw -93053.473353 + Penalty 2205.315985 = -90848.157369
  nChanged 25
		SP:Iteration 10Q (87641.050000 sec): 3 clusters
  Score: Raw -93097.773660 + Penalty 2205.315985 = -90892.457676
  nChanged 23
		SP:Iteration 11Q (87641.280000 sec): 3 clusters
  Score: Raw -93143.346356 + Penalty 2205.315985 = -90938.030371
  nChanged 19
		SP:Iteration 12Q (87641.470000 sec): 3 clusters
  Score: Raw -93179.104010 + Penalty 2205.315985 = -90973.788026
  nChanged 16
		SP:Iteration 13Q (87641.670000 sec): 3 clusters
  Score: Raw -93202.655093 + Penalty 2205.315985 = -90997.339108
  nChanged 12
		SP:Iteration 14Q (87641.880000 sec): 3 clusters
  Score: Raw -93220.343102 + Penalty 2205.315985 = -91015.027117
  nChanged 11
		SP:Iteration 15Q (87642.100000 sec): 3 clusters
  Score: Raw -93242.508973 + Penalty 2205.315985 = -91037.192989
  nChanged 3
		SP:Iteration 16Q (87642.290000 sec): 3 clusters
  Score: Raw -93248.383031 + Penalty 2205.315985 = -91043.067047
  nChanged 4
		SP:Iteration 17Q (87642.470000 sec): 3 clusters
  Score: Raw -93254.290275 + Penalty 2205.315985 = -91048.974290
  nChanged 3
		SP:Iteration 18Q (87642.670000 sec): 3 clusters
  Score: Raw -93259.687868 + Penalty 2205.315985 = -91054.371884
  nChanged 3
		SP:Iteration 19Q (87642.830000 sec): 3 clusters
  Score: Raw -93267.841922 + Penalty 2205.315985 = -91062.525938
  nChanged 1
		SP:Iteration 20F (87643.030000 sec): 3 clusters
  Score: Raw -93271.906014 + Penalty 2205.315985 = -91066.590029
  nChanged 2
		SP:Iteration 21Q (87643.270000 sec): 3 clusters
  Score: Raw -93280.183634 + Penalty 2205.315985 = -91074.867649
  nChanged 4
		SP:Iteration 22Q (87643.470000 sec): 3 clusters
  Score: Raw -93288.324327 + Penalty 2205.315985 = -91083.008343
  nChanged 2
		SP:Iteration 23Q (87643.630000 sec): 3 clusters
  Score: Raw -93300.913553 + Penalty 2205.315985 = -91095.597568
  nChanged 3
		SP:Iteration 24Q (87643.820000 sec): 3 clusters
  Score: Raw -93310.925131 + Penalty 2205.315985 = -91105.609146
  nChanged 1
		SP:Iteration 25Q (87644.100000 sec): 3 clusters
  Score: Raw -93313.911561 + Penalty 2205.315985 = -91108.595576
  nChanged 2
		SP:Iteration 26Q (87644.370000 sec): 3 clusters
  Score: Raw -93316.139657 + Penalty 2205.315985 = -91110.823673
  nChanged 1
		SP:Iteration 27Q (87644.560000 sec): 3 clusters
  Score: Raw -93317.289496 + Penalty 2205.315985 = -91111.973511
  nChanged 0
		SP:Iteration 28F (87644.700000 sec): 3 clusters
  Score: Raw -93317.289496 + Penalty 2205.315985 = -91111.973511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (4713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87644.830000 sec): 2 clusters
  Score: Raw -431523.617721 + Penalty 1374.437988 = -430149.179733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87645.090000 sec): 3 clusters
  Score: Raw -429156.703678 + Penalty 2748.875976 = -426407.827702
  nChanged 1890
		SP:Iteration 1F (87645.260000 sec): 3 clusters
  Score: Raw -430457.107326 + Penalty 2748.875976 = -427708.231350
  nChanged 443
		SP:Iteration 2F (87645.470000 sec): 3 clusters
  Score: Raw -430823.336151 + Penalty 2748.875976 = -428074.460175
  nChanged 334
		SP:Iteration 3F (87645.680000 sec): 3 clusters
  Score: Raw -431047.745438 + Penalty 2748.875976 = -428298.869462
  nChanged 241
		SP:Iteration 4F (87645.900000 sec): 3 clusters
  Score: Raw -431199.078835 + Penalty 2748.875976 = -428450.202859
  nChanged 194
		SP:Iteration 5Q (87646.130000 sec): 3 clusters
  Score: Raw -431331.695783 + Penalty 2748.875976 = -428582.819806
  nChanged 157
		SP:Iteration 6Q (87646.380000 sec): 3 clusters
  Score: Raw -431428.993033 + Penalty 2748.875976 = -428680.117056
  nChanged 121
		SP:Iteration 7Q (87646.590000 sec): 3 clusters
  Score: Raw -431490.542778 + Penalty 2748.875976 = -428741.666802
  nChanged 104
		SP:Iteration 8Q (87646.780000 sec): 3 clusters
  Score: Raw -431534.649166 + Penalty 2748.875976 = -428785.773190
  nChanged 76
		SP:Iteration 9Q (87646.990000 sec): 3 clusters
  Score: Raw -431556.354900 + Penalty 2748.875976 = -428807.478923
  nChanged 38
		SP:Iteration 10Q (87647.210000 sec): 3 clusters
  Score: Raw -431569.490884 + Penalty 2748.875976 = -428820.614908
  nChanged 46
		SP:Iteration 11Q (87647.430000 sec): 3 clusters
  Score: Raw -431584.039343 + Penalty 2748.875976 = -428835.163367
  nChanged 32
		SP:Iteration 12Q (87647.630000 sec): 3 clusters
  Score: Raw -431595.751487 + Penalty 2748.875976 = -428846.875511
  nChanged 34
		SP:Iteration 13Q (87647.790000 sec): 3 clusters
  Score: Raw -431608.463354 + Penalty 2748.875976 = -428859.587378
  nChanged 34
		SP:Iteration 14Q (87648.000000 sec): 3 clusters
  Score: Raw -431619.237403 + Penalty 2748.875976 = -428870.361427
  nChanged 25
		SP:Iteration 15Q (87648.210000 sec): 3 clusters
  Score: Raw -431627.574495 + Penalty 2748.875976 = -428878.698519
  nChanged 26
		SP:Iteration 16Q (87648.410000 sec): 3 clusters
  Score: Raw -431634.472055 + Penalty 2748.875976 = -428885.596079
  nChanged 18
		SP:Iteration 17Q (87648.590000 sec): 3 clusters
  Score: Raw -431640.255493 + Penalty 2748.875976 = -428891.379517
  nChanged 16
		SP:Iteration 18Q (87648.780000 sec): 3 clusters
  Score: Raw -431649.330996 + Penalty 2748.875976 = -428900.455020
  nChanged 20
		SP:Iteration 19Q (87648.960000 sec): 3 clusters
  Score: Raw -431657.842160 + Penalty 2748.875976 = -428908.966184
  nChanged 22
		SP:Iteration 20F (87649.160000 sec): 3 clusters
  Score: Raw -431663.788959 + Penalty 2748.875976 = -428914.912983
  nChanged 15
		SP:Iteration 21Q (87649.390000 sec): 3 clusters
  Score: Raw -431668.106675 + Penalty 2748.875976 = -428919.230699
  nChanged 16
		SP:Iteration 22Q (87649.550000 sec): 3 clusters
  Score: Raw -431673.188717 + Penalty 2748.875976 = -428924.312741
  nChanged 20
		SP:Iteration 23Q (87649.720000 sec): 3 clusters
  Score: Raw -431680.552150 + Penalty 2748.875976 = -428931.676174
  nChanged 17
		SP:Iteration 24Q (87649.930000 sec): 3 clusters
  Score: Raw -431687.543136 + Penalty 2748.875976 = -428938.667159
  nChanged 19
		SP:Iteration 25Q (87650.120000 sec): 3 clusters
  Score: Raw -431692.991824 + Penalty 2748.875976 = -428944.115848
  nChanged 9
		SP:Iteration 26Q (87650.290000 sec): 3 clusters
  Score: Raw -431695.364171 + Penalty 2748.875976 = -428946.488194
  nChanged 11
		SP:Iteration 27Q (87650.460000 sec): 3 clusters
  Score: Raw -431698.006834 + Penalty 2748.875976 = -428949.130858
  nChanged 13
		SP:Iteration 28Q (87650.660000 sec): 3 clusters
  Score: Raw -431702.647410 + Penalty 2748.875976 = -428953.771434
  nChanged 12
		SP:Iteration 29Q (87650.910000 sec): 3 clusters
  Score: Raw -431706.804144 + Penalty 2748.875976 = -428957.928167
  nChanged 12
		SP:Iteration 30Q (87651.120000 sec): 3 clusters
  Score: Raw -431710.259382 + Penalty 2748.875976 = -428961.383405
  nChanged 12
		SP:Iteration 31Q (87651.290000 sec): 3 clusters
  Score: Raw -431712.588588 + Penalty 2748.875976 = -428963.712612
  nChanged 6
		SP:Iteration 32Q (87651.520000 sec): 3 clusters
  Score: Raw -431714.049137 + Penalty 2748.875976 = -428965.173160
  nChanged 6
		SP:Iteration 33Q (87651.720000 sec): 3 clusters
  Score: Raw -431715.513545 + Penalty 2748.875976 = -428966.637569
  nChanged 4
		SP:Iteration 34Q (87651.970000 sec): 3 clusters
  Score: Raw -431716.379870 + Penalty 2748.875976 = -428967.503894
  nChanged 3
		SP:Iteration 35Q (87652.180000 sec): 3 clusters
  Score: Raw -431717.177760 + Penalty 2748.875976 = -428968.301784
  nChanged 1
		SP:Iteration 36Q (87652.470000 sec): 3 clusters
  Score: Raw -431717.292740 + Penalty 2748.875976 = -428968.416764
  nChanged 0
		SP:Iteration 37F (87652.650000 sec): 3 clusters
  Score: Raw -431717.292740 + Penalty 2748.875976 = -428968.416764
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (2528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87652.800000 sec): 2 clusters
  Score: Raw -270474.887006 + Penalty 1273.217360 = -269201.669645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87653.030000 sec): 3 clusters
  Score: Raw -269361.645374 + Penalty 2546.434720 = -266815.210653
  nChanged 894
		SP:Iteration 1F (87653.240000 sec): 3 clusters
  Score: Raw -269905.671799 + Penalty 2546.434720 = -267359.237079
  nChanged 180
		SP:Iteration 2F (87653.410000 sec): 3 clusters
  Score: Raw -270023.624197 + Penalty 2546.434720 = -267477.189476
  nChanged 112
		SP:Iteration 3Q (87653.630000 sec): 3 clusters
  Score: Raw -270104.799013 + Penalty 2546.434720 = -267558.364293
  nChanged 100
		SP:Iteration 4Q (87653.810000 sec): 3 clusters
  Score: Raw -270173.876013 + Penalty 2546.434720 = -267627.441293
  nChanged 82
		SP:Iteration 5Q (87654.060000 sec): 3 clusters
  Score: Raw -270219.915954 + Penalty 2546.434720 = -267673.481234
  nChanged 68
		SP:Iteration 6Q (87654.260000 sec): 3 clusters
  Score: Raw -270253.694140 + Penalty 2546.434720 = -267707.259420
  nChanged 47
		SP:Iteration 7Q (87654.450000 sec): 3 clusters
  Score: Raw -270284.384143 + Penalty 2546.434720 = -267737.949423
  nChanged 39
		SP:Iteration 8Q (87654.670000 sec): 3 clusters
  Score: Raw -270305.490270 + Penalty 2546.434720 = -267759.055549
  nChanged 32
		SP:Iteration 9Q (87654.860000 sec): 3 clusters
  Score: Raw -270322.740137 + Penalty 2546.434720 = -267776.305417
  nChanged 30
		SP:Iteration 10Q (87655.010000 sec): 3 clusters
  Score: Raw -270335.416901 + Penalty 2546.434720 = -267788.982181
  nChanged 25
		SP:Iteration 11Q (87655.230000 sec): 3 clusters
  Score: Raw -270347.926921 + Penalty 2546.434720 = -267801.492201
  nChanged 18
		SP:Iteration 12Q (87655.390000 sec): 3 clusters
  Score: Raw -270354.761327 + Penalty 2546.434720 = -267808.326606
  nChanged 16
		SP:Iteration 13Q (87655.640000 sec): 3 clusters
  Score: Raw -270360.868631 + Penalty 2546.434720 = -267814.433911
  nChanged 10
		SP:Iteration 14Q (87655.810000 sec): 3 clusters
  Score: Raw -270364.111168 + Penalty 2546.434720 = -267817.676448
  nChanged 8
		SP:Iteration 15Q (87656.060000 sec): 3 clusters
  Score: Raw -270367.768591 + Penalty 2546.434720 = -267821.333871
  nChanged 11
		SP:Iteration 16Q (87656.270000 sec): 3 clusters
  Score: Raw -270372.422260 + Penalty 2546.434720 = -267825.987540
  nChanged 7
		SP:Iteration 17Q (87656.430000 sec): 3 clusters
  Score: Raw -270375.442789 + Penalty 2546.434720 = -267829.008069
  nChanged 6
		SP:Iteration 18Q (87656.610000 sec): 3 clusters
  Score: Raw -270378.072715 + Penalty 2546.434720 = -267831.637995
  nChanged 4
		SP:Iteration 19Q (87656.800000 sec): 3 clusters
  Score: Raw -270379.704472 + Penalty 2546.434720 = -267833.269751
  nChanged 5
		SP:Iteration 20F (87656.970000 sec): 3 clusters
  Score: Raw -270381.676328 + Penalty 2546.434720 = -267835.241608
  nChanged 4
		SP:Iteration 21Q (87657.110000 sec): 3 clusters
  Score: Raw -270382.670077 + Penalty 2546.434720 = -267836.235357
  nChanged 1
		SP:Iteration 22Q (87657.280000 sec): 3 clusters
  Score: Raw -270383.434829 + Penalty 2546.434720 = -267837.000108
  nChanged 2
		SP:Iteration 23Q (87657.430000 sec): 3 clusters
  Score: Raw -270384.134818 + Penalty 2546.434720 = -267837.700098
  nChanged 0
		SP:Iteration 24F (87657.650000 sec): 3 clusters
  Score: Raw -270384.134818 + Penalty 2546.434720 = -267837.700098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87657.740000 sec): 2 clusters
  Score: Raw -77833.010134 + Penalty 1079.404105 = -76753.606029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87657.910000 sec): 3 clusters
  Score: Raw -77675.811433 + Penalty 2158.808210 = -75517.003223
  nChanged 212
		SP:Iteration 1F (87658.090000 sec): 3 clusters
  Score: Raw -77898.600639 + Penalty 2158.808210 = -75739.792428
  nChanged 51
		SP:Iteration 2F (87658.290000 sec): 3 clusters
  Score: Raw -77968.629125 + Penalty 2158.808210 = -75809.820914
  nChanged 25
		SP:Iteration 3Q (87658.440000 sec): 3 clusters
  Score: Raw -77998.705692 + Penalty 2158.808210 = -75839.897481
  nChanged 13
		SP:Iteration 4Q (87658.630000 sec): 3 clusters
  Score: Raw -78013.712424 + Penalty 2158.808210 = -75854.904214
  nChanged 8
		SP:Iteration 5Q (87658.780000 sec): 3 clusters
  Score: Raw -78022.772233 + Penalty 2158.808210 = -75863.964022
  nChanged 5
		SP:Iteration 6Q (87658.970000 sec): 3 clusters
  Score: Raw -78026.343973 + Penalty 2158.808210 = -75867.535763
  nChanged 3
		SP:Iteration 7Q (87659.150000 sec): 3 clusters
  Score: Raw -78030.128829 + Penalty 2158.808210 = -75871.320618
  nChanged 5
		SP:Iteration 8Q (87659.350000 sec): 3 clusters
  Score: Raw -78035.198255 + Penalty 2158.808210 = -75876.390044
  nChanged 2
		SP:Iteration 9Q (87659.560000 sec): 3 clusters
  Score: Raw -78037.151672 + Penalty 2158.808210 = -75878.343461
  nChanged 2
		SP:Iteration 10Q (87659.740000 sec): 3 clusters
  Score: Raw -78039.062133 + Penalty 2158.808210 = -75880.253922
  nChanged 2
		SP:Iteration 11Q (87659.940000 sec): 3 clusters
  Score: Raw -78041.256576 + Penalty 2158.808210 = -75882.448365
  nChanged 2
		SP:Iteration 12Q (87660.110000 sec): 3 clusters
  Score: Raw -78044.351657 + Penalty 2158.808210 = -75885.543446
  nChanged 6
		SP:Iteration 13Q (87660.300000 sec): 3 clusters
  Score: Raw -78054.216532 + Penalty 2158.808210 = -75895.408322
  nChanged 2
		SP:Iteration 14Q (87660.450000 sec): 3 clusters
  Score: Raw -78055.428756 + Penalty 2158.808210 = -75896.620545
  nChanged 0
		SP:Iteration 15F (87660.670000 sec): 3 clusters
  Score: Raw -78055.428756 + Penalty 2158.808210 = -75896.620545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (6195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87660.760000 sec): 2 clusters
  Score: Raw -622422.268476 + Penalty 1418.868392 = -621003.400085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87660.980000 sec): 3 clusters
  Score: Raw -619093.144033 + Penalty 2837.736783 = -616255.407250
  nChanged 2616
		SP:Iteration 1F (87661.230000 sec): 3 clusters
  Score: Raw -620720.329619 + Penalty 2837.736783 = -617882.592836
  nChanged 478
		SP:Iteration 2F (87661.390000 sec): 3 clusters
  Score: Raw -621001.347763 + Penalty 2837.736783 = -618163.610980
  nChanged 391
		SP:Iteration 3F (87661.660000 sec): 3 clusters
  Score: Raw -621222.824535 + Penalty 2837.736783 = -618385.087752
  nChanged 297
		SP:Iteration 4Q (87661.850000 sec): 3 clusters
  Score: Raw -621366.133246 + Penalty 2837.736783 = -618528.396463
  nChanged 229
		SP:Iteration 5Q (87662.110000 sec): 3 clusters
  Score: Raw -621472.840780 + Penalty 2837.736783 = -618635.103997
  nChanged 200
		SP:Iteration 6Q (87662.370000 sec): 3 clusters
  Score: Raw -621579.973692 + Penalty 2837.736783 = -618742.236908
  nChanged 213
		SP:Iteration 7Q (87662.580000 sec): 3 clusters
  Score: Raw -621694.288294 + Penalty 2837.736783 = -618856.551511
  nChanged 206
		SP:Iteration 8Q (87662.770000 sec): 3 clusters
  Score: Raw -621807.637696 + Penalty 2837.736783 = -618969.900912
  nChanged 206
		SP:Iteration 9Q (87662.980000 sec): 3 clusters
  Score: Raw -621928.934349 + Penalty 2837.736783 = -619091.197566
  nChanged 217
		SP:Iteration 10Q (87663.210000 sec): 3 clusters
  Score: Raw -622058.120473 + Penalty 2837.736783 = -619220.383690
  nChanged 212
		SP:Iteration 11Q (87663.410000 sec): 3 clusters
  Score: Raw -622191.545458 + Penalty 2837.736783 = -619353.808675
  nChanged 215
		SP:Iteration 12Q (87663.620000 sec): 3 clusters
  Score: Raw -622337.409545 + Penalty 2837.736783 = -619499.672762
  nChanged 184
		SP:Iteration 13Q (87663.820000 sec): 3 clusters
  Score: Raw -622479.456997 + Penalty 2837.736783 = -619641.720214
  nChanged 172
		SP:Iteration 14Q (87664.060000 sec): 3 clusters
  Score: Raw -622604.826865 + Penalty 2837.736783 = -619767.090082
  nChanged 160
		SP:Iteration 15Q (87664.240000 sec): 3 clusters
  Score: Raw -622701.138380 + Penalty 2837.736783 = -619863.401597
  nChanged 155
		SP:Iteration 16Q (87664.470000 sec): 3 clusters
  Score: Raw -622800.854763 + Penalty 2837.736783 = -619963.117980
  nChanged 130
		SP:Iteration 17Q (87664.700000 sec): 3 clusters
  Score: Raw -622901.886301 + Penalty 2837.736783 = -620064.149518
  nChanged 117
		SP:Iteration 18Q (87664.900000 sec): 3 clusters
  Score: Raw -622968.180866 + Penalty 2837.736783 = -620130.444083
  nChanged 84
		SP:Iteration 19Q (87665.080000 sec): 3 clusters
  Score: Raw -623005.339342 + Penalty 2837.736783 = -620167.602559
  nChanged 79
		SP:Iteration 20F (87665.280000 sec): 3 clusters
  Score: Raw -623038.784249 + Penalty 2837.736783 = -620201.047466
  nChanged 54
		SP:Iteration 21Q (87665.530000 sec): 3 clusters
  Score: Raw -623066.009036 + Penalty 2837.736783 = -620228.272252
  nChanged 66
		SP:Iteration 22Q (87665.780000 sec): 3 clusters
  Score: Raw -623098.058118 + Penalty 2837.736783 = -620260.321335
  nChanged 61
		SP:Iteration 23Q (87666.020000 sec): 3 clusters
  Score: Raw -623117.754706 + Penalty 2837.736783 = -620280.017923
  nChanged 44
		SP:Iteration 24Q (87666.240000 sec): 3 clusters
  Score: Raw -623133.625520 + Penalty 2837.736783 = -620295.888737
  nChanged 32
		SP:Iteration 25Q (87666.510000 sec): 3 clusters
  Score: Raw -623142.313730 + Penalty 2837.736783 = -620304.576947
  nChanged 21
		SP:Iteration 26Q (87666.780000 sec): 3 clusters
  Score: Raw -623147.469576 + Penalty 2837.736783 = -620309.732793
  nChanged 12
		SP:Iteration 27Q (87666.990000 sec): 3 clusters
  Score: Raw -623151.227479 + Penalty 2837.736783 = -620313.490696
  nChanged 15
		SP:Iteration 28Q (87667.210000 sec): 3 clusters
  Score: Raw -623154.758286 + Penalty 2837.736783 = -620317.021503
  nChanged 13
		SP:Iteration 29Q (87667.440000 sec): 3 clusters
  Score: Raw -623157.907893 + Penalty 2837.736783 = -620320.171110
  nChanged 10
		SP:Iteration 30Q (87667.640000 sec): 3 clusters
  Score: Raw -623159.705509 + Penalty 2837.736783 = -620321.968726
  nChanged 5
		SP:Iteration 31Q (87667.860000 sec): 3 clusters
  Score: Raw -623160.156237 + Penalty 2837.736783 = -620322.419453
  nChanged 3
		SP:Iteration 32Q (87668.080000 sec): 3 clusters
  Score: Raw -623160.469655 + Penalty 2837.736783 = -620322.732872
  nChanged 2
		SP:Iteration 33Q (87668.280000 sec): 3 clusters
  Score: Raw -623160.749846 + Penalty 2837.736783 = -620323.013063
  nChanged 1
		SP:Iteration 34Q (87668.440000 sec): 3 clusters
  Score: Raw -623160.936970 + Penalty 2837.736783 = -620323.200187
  nChanged 2
		SP:Iteration 35Q (87668.630000 sec): 3 clusters
  Score: Raw -623161.119438 + Penalty 2837.736783 = -620323.382655
  nChanged 0
		SP:Iteration 36F (87668.820000 sec): 3 clusters
  Score: Raw -623161.119438 + Penalty 2837.736783 = -620323.382655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (3000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87668.930000 sec): 2 clusters
  Score: Raw -305301.430544 + Penalty 1301.034730 = -304000.395814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87669.100000 sec): 3 clusters
  Score: Raw -303876.521900 + Penalty 2602.069459 = -301274.452440
  nChanged 1137
		SP:Iteration 1F (87669.270000 sec): 3 clusters
  Score: Raw -304577.172472 + Penalty 2602.069459 = -301975.103013
  nChanged 279
		SP:Iteration 2F (87669.430000 sec): 3 clusters
  Score: Raw -304782.589709 + Penalty 2602.069459 = -302180.520250
  nChanged 193
		SP:Iteration 3F (87669.610000 sec): 3 clusters
  Score: Raw -304928.265929 + Penalty 2602.069459 = -302326.196469
  nChanged 155
		SP:Iteration 4F (87669.840000 sec): 3 clusters
  Score: Raw -305038.585101 + Penalty 2602.069459 = -302436.515642
  nChanged 113
		SP:Iteration 5Q (87669.990000 sec): 3 clusters
  Score: Raw -305121.793047 + Penalty 2602.069459 = -302519.723588
  nChanged 110
		SP:Iteration 6Q (87670.150000 sec): 3 clusters
  Score: Raw -305183.738102 + Penalty 2602.069459 = -302581.668643
  nChanged 77
		SP:Iteration 7Q (87670.320000 sec): 3 clusters
  Score: Raw -305234.754482 + Penalty 2602.069459 = -302632.685023
  nChanged 75
		SP:Iteration 8Q (87670.520000 sec): 3 clusters
  Score: Raw -305288.305446 + Penalty 2602.069459 = -302686.235986
  nChanged 66
		SP:Iteration 9Q (87670.700000 sec): 3 clusters
  Score: Raw -305333.115817 + Penalty 2602.069459 = -302731.046358
  nChanged 67
		SP:Iteration 10Q (87670.880000 sec): 3 clusters
  Score: Raw -305376.823663 + Penalty 2602.069459 = -302774.754203
  nChanged 55
		SP:Iteration 11Q (87671.070000 sec): 3 clusters
  Score: Raw -305412.226600 + Penalty 2602.069459 = -302810.157140
  nChanged 50
		SP:Iteration 12Q (87671.250000 sec): 3 clusters
  Score: Raw -305443.698566 + Penalty 2602.069459 = -302841.629106
  nChanged 45
		SP:Iteration 13Q (87671.450000 sec): 3 clusters
  Score: Raw -305468.726285 + Penalty 2602.069459 = -302866.656826
  nChanged 31
		SP:Iteration 14Q (87671.660000 sec): 3 clusters
  Score: Raw -305491.377414 + Penalty 2602.069459 = -302889.307955
  nChanged 34
		SP:Iteration 15Q (87671.890000 sec): 3 clusters
  Score: Raw -305517.259862 + Penalty 2602.069459 = -302915.190402
  nChanged 28
		SP:Iteration 16Q (87672.100000 sec): 3 clusters
  Score: Raw -305537.440602 + Penalty 2602.069459 = -302935.371142
  nChanged 16
		SP:Iteration 17Q (87672.330000 sec): 3 clusters
  Score: Raw -305548.744798 + Penalty 2602.069459 = -302946.675339
  nChanged 19
		SP:Iteration 18Q (87672.550000 sec): 3 clusters
  Score: Raw -305561.246298 + Penalty 2602.069459 = -302959.176839
  nChanged 17
		SP:Iteration 19Q (87672.770000 sec): 3 clusters
  Score: Raw -305573.257060 + Penalty 2602.069459 = -302971.187600
  nChanged 20
		SP:Iteration 20F (87672.990000 sec): 3 clusters
  Score: Raw -305586.702564 + Penalty 2602.069459 = -302984.633105
  nChanged 17
		SP:Iteration 21Q (87673.200000 sec): 3 clusters
  Score: Raw -305604.961983 + Penalty 2602.069459 = -303002.892524
  nChanged 20
		SP:Iteration 22Q (87673.430000 sec): 3 clusters
  Score: Raw -305624.862968 + Penalty 2602.069459 = -303022.793509
  nChanged 17
		SP:Iteration 23Q (87673.580000 sec): 3 clusters
  Score: Raw -305641.665638 + Penalty 2602.069459 = -303039.596179
  nChanged 20
		SP:Iteration 24Q (87673.810000 sec): 3 clusters
  Score: Raw -305655.194225 + Penalty 2602.069459 = -303053.124765
  nChanged 10
		SP:Iteration 25Q (87673.970000 sec): 3 clusters
  Score: Raw -305659.396013 + Penalty 2602.069459 = -303057.326554
  nChanged 4
		SP:Iteration 26Q (87674.180000 sec): 3 clusters
  Score: Raw -305663.446826 + Penalty 2602.069459 = -303061.377366
  nChanged 8
		SP:Iteration 27Q (87674.410000 sec): 3 clusters
  Score: Raw -305669.366741 + Penalty 2602.069459 = -303067.297282
  nChanged 8
		SP:Iteration 28Q (87674.590000 sec): 3 clusters
  Score: Raw -305675.977187 + Penalty 2602.069459 = -303073.907727
  nChanged 4
		SP:Iteration 29Q (87674.770000 sec): 3 clusters
  Score: Raw -305679.401288 + Penalty 2602.069459 = -303077.331829
  nChanged 4
		SP:Iteration 30Q (87674.970000 sec): 3 clusters
  Score: Raw -305681.622703 + Penalty 2602.069459 = -303079.553243
  nChanged 3
		SP:Iteration 31Q (87675.160000 sec): 3 clusters
  Score: Raw -305682.064085 + Penalty 2602.069459 = -303079.994626
  nChanged 1
		SP:Iteration 32Q (87675.350000 sec): 3 clusters
  Score: Raw -305682.302227 + Penalty 2602.069459 = -303080.232768
  nChanged 0
		SP:Iteration 33F (87675.540000 sec): 3 clusters
  Score: Raw -305682.302227 + Penalty 2602.069459 = -303080.232768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87675.680000 sec): 2 clusters
  Score: Raw -637611.356193 + Penalty 1436.523705 = -636174.832488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87675.920000 sec): 3 clusters
  Score: Raw -633836.851108 + Penalty 2873.047410 = -630963.803697
  nChanged 2966
		SP:Iteration 1F (87676.170000 sec): 3 clusters
  Score: Raw -635806.169214 + Penalty 2873.047410 = -632933.121803
  nChanged 580
		SP:Iteration 2F (87676.420000 sec): 3 clusters
  Score: Raw -636242.164223 + Penalty 2873.047410 = -633369.116812
  nChanged 504
		SP:Iteration 3F (87676.610000 sec): 3 clusters
  Score: Raw -636661.810316 + Penalty 2873.047410 = -633788.762905
  nChanged 469
		SP:Iteration 4F (87676.840000 sec): 3 clusters
  Score: Raw -637045.429965 + Penalty 2873.047410 = -634172.382554
  nChanged 403
		SP:Iteration 5F (87677.120000 sec): 3 clusters
  Score: Raw -637359.919456 + Penalty 2873.047410 = -634486.872046
  nChanged 357
		SP:Iteration 6F (87677.350000 sec): 3 clusters
  Score: Raw -637603.764013 + Penalty 2873.047410 = -634730.716603
  nChanged 284
		SP:Iteration 7Q (87677.580000 sec): 3 clusters
  Score: Raw -637765.083933 + Penalty 2873.047410 = -634892.036523
  nChanged 235
		SP:Iteration 8Q (87677.750000 sec): 3 clusters
  Score: Raw -637880.100341 + Penalty 2873.047410 = -635007.052930
  nChanged 166
		SP:Iteration 9Q (87677.960000 sec): 3 clusters
  Score: Raw -637952.884469 + Penalty 2873.047410 = -635079.837059
  nChanged 134
		SP:Iteration 10Q (87678.160000 sec): 3 clusters
  Score: Raw -638007.240047 + Penalty 2873.047410 = -635134.192636
  nChanged 106
		SP:Iteration 11Q (87678.360000 sec): 3 clusters
  Score: Raw -638042.873404 + Penalty 2873.047410 = -635169.825994
  nChanged 73
		SP:Iteration 12Q (87678.540000 sec): 3 clusters
  Score: Raw -638069.376631 + Penalty 2873.047410 = -635196.329221
  nChanged 71
		SP:Iteration 13Q (87678.790000 sec): 3 clusters
  Score: Raw -638092.264389 + Penalty 2873.047410 = -635219.216978
  nChanged 59
		SP:Iteration 14Q (87678.970000 sec): 3 clusters
  Score: Raw -638111.180262 + Penalty 2873.047410 = -635238.132852
  nChanged 67
		SP:Iteration 15Q (87679.200000 sec): 3 clusters
  Score: Raw -638136.901627 + Penalty 2873.047410 = -635263.854217
  nChanged 65
		SP:Iteration 16Q (87679.420000 sec): 3 clusters
  Score: Raw -638160.791659 + Penalty 2873.047410 = -635287.744249
  nChanged 65
		SP:Iteration 17Q (87679.660000 sec): 3 clusters
  Score: Raw -638185.446526 + Penalty 2873.047410 = -635312.399115
  nChanged 58
		SP:Iteration 18Q (87679.890000 sec): 3 clusters
  Score: Raw -638207.133749 + Penalty 2873.047410 = -635334.086339
  nChanged 52
		SP:Iteration 19Q (87680.100000 sec): 3 clusters
  Score: Raw -638222.637137 + Penalty 2873.047410 = -635349.589727
  nChanged 51
		SP:Iteration 20F (87680.330000 sec): 3 clusters
  Score: Raw -638241.774498 + Penalty 2873.047410 = -635368.727088
  nChanged 51
		SP:Iteration 21Q (87680.570000 sec): 3 clusters
  Score: Raw -638256.219313 + Penalty 2873.047410 = -635383.171902
  nChanged 35
		SP:Iteration 22Q (87680.760000 sec): 3 clusters
  Score: Raw -638265.917477 + Penalty 2873.047410 = -635392.870067
  nChanged 35
		SP:Iteration 23Q (87681.000000 sec): 3 clusters
  Score: Raw -638273.223298 + Penalty 2873.047410 = -635400.175888
  nChanged 23
		SP:Iteration 24Q (87681.200000 sec): 3 clusters
  Score: Raw -638277.151144 + Penalty 2873.047410 = -635404.103734
  nChanged 20
		SP:Iteration 25Q (87681.420000 sec): 3 clusters
  Score: Raw -638280.455764 + Penalty 2873.047410 = -635407.408353
  nChanged 17
		SP:Iteration 26Q (87681.640000 sec): 3 clusters
  Score: Raw -638283.860188 + Penalty 2873.047410 = -635410.812778
  nChanged 10
		SP:Iteration 27Q (87681.850000 sec): 3 clusters
  Score: Raw -638285.542856 + Penalty 2873.047410 = -635412.495446
  nChanged 11
		SP:Iteration 28Q (87682.080000 sec): 3 clusters
  Score: Raw -638287.451861 + Penalty 2873.047410 = -635414.404450
  nChanged 8
		SP:Iteration 29Q (87682.330000 sec): 3 clusters
  Score: Raw -638288.983367 + Penalty 2873.047410 = -635415.935956
  nChanged 8
		SP:Iteration 30Q (87682.560000 sec): 3 clusters
  Score: Raw -638289.954352 + Penalty 2873.047410 = -635416.906941
  nChanged 5
		SP:Iteration 31Q (87682.740000 sec): 3 clusters
  Score: Raw -638290.374485 + Penalty 2873.047410 = -635417.327074
  nChanged 5
		SP:Iteration 32Q (87682.980000 sec): 3 clusters
  Score: Raw -638291.453972 + Penalty 2873.047410 = -635418.406562
  nChanged 9
		SP:Iteration 33Q (87683.140000 sec): 3 clusters
  Score: Raw -638293.136757 + Penalty 2873.047410 = -635420.089346
  nChanged 7
		SP:Iteration 34Q (87683.390000 sec): 3 clusters
  Score: Raw -638294.202169 + Penalty 2873.047410 = -635421.154759
  nChanged 12
		SP:Iteration 35Q (87683.590000 sec): 3 clusters
  Score: Raw -638296.673394 + Penalty 2873.047410 = -635423.625983
  nChanged 9
		SP:Iteration 36Q (87683.830000 sec): 3 clusters
  Score: Raw -638298.227403 + Penalty 2873.047410 = -635425.179993
  nChanged 4
		SP:Iteration 37Q (87684.070000 sec): 3 clusters
  Score: Raw -638298.671613 + Penalty 2873.047410 = -635425.624202
  nChanged 5
		SP:Iteration 38Q (87684.260000 sec): 3 clusters
  Score: Raw -638299.872147 + Penalty 2873.047410 = -635426.824736
  nChanged 9
		SP:Iteration 39Q (87684.500000 sec): 3 clusters
  Score: Raw -638301.860694 + Penalty 2873.047410 = -635428.813284
  nChanged 11
		SP:Iteration 40F (87684.700000 sec): 3 clusters
  Score: Raw -638303.892734 + Penalty 2873.047410 = -635430.845324
  nChanged 12
		SP:Iteration 41Q (87684.910000 sec): 3 clusters
  Score: Raw -638305.493344 + Penalty 2873.047410 = -635432.445933
  nChanged 7
		SP:Iteration 42Q (87685.140000 sec): 3 clusters
  Score: Raw -638306.388455 + Penalty 2873.047410 = -635433.341044
  nChanged 8
		SP:Iteration 43Q (87685.380000 sec): 3 clusters
  Score: Raw -638308.258928 + Penalty 2873.047410 = -635435.211518
  nChanged 11
		SP:Iteration 44Q (87685.630000 sec): 3 clusters
  Score: Raw -638309.802561 + Penalty 2873.047410 = -635436.755151
  nChanged 8
		SP:Iteration 45Q (87685.890000 sec): 3 clusters
  Score: Raw -638311.277863 + Penalty 2873.047410 = -635438.230453
  nChanged 6
		SP:Iteration 46Q (87686.120000 sec): 3 clusters
  Score: Raw -638313.179381 + Penalty 2873.047410 = -635440.131970
  nChanged 8
		SP:Iteration 47Q (87686.390000 sec): 3 clusters
  Score: Raw -638314.943654 + Penalty 2873.047410 = -635441.896244
  nChanged 10
		SP:Iteration 48Q (87686.650000 sec): 3 clusters
  Score: Raw -638316.526693 + Penalty 2873.047410 = -635443.479283
  nChanged 8
		SP:Iteration 49Q (87686.920000 sec): 3 clusters
  Score: Raw -638317.599346 + Penalty 2873.047410 = -635444.551935
  nChanged 6
		SP:Iteration 50Q (87687.150000 sec): 3 clusters
  Score: Raw -638318.560905 + Penalty 2873.047410 = -635445.513495
  nChanged 5
		SP:Iteration 51Q (87687.410000 sec): 3 clusters
  Score: Raw -638319.343341 + Penalty 2873.047410 = -635446.295931
  nChanged 8
		SP:Iteration 52Q (87687.670000 sec): 3 clusters
  Score: Raw -638320.444646 + Penalty 2873.047410 = -635447.397236
  nChanged 5
		SP:Iteration 53Q (87687.890000 sec): 3 clusters
  Score: Raw -638322.048612 + Penalty 2873.047410 = -635449.001202
  nChanged 7
		SP:Iteration 54Q (87688.170000 sec): 3 clusters
  Score: Raw -638323.069314 + Penalty 2873.047410 = -635450.021904
  nChanged 4
		SP:Iteration 55Q (87688.390000 sec): 3 clusters
  Score: Raw -638323.411565 + Penalty 2873.047410 = -635450.364155
  nChanged 2
		SP:Iteration 56Q (87688.620000 sec): 3 clusters
  Score: Raw -638323.739847 + Penalty 2873.047410 = -635450.692437
  nChanged 0
		SP:Iteration 57F (87688.870000 sec): 3 clusters
  Score: Raw -638323.739847 + Penalty 2873.047410 = -635450.692437
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87689.020000 sec): 2 clusters
  Score: Raw -227204.707197 + Penalty 1255.078902 = -225949.628295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87689.200000 sec): 3 clusters
  Score: Raw -226223.186616 + Penalty 2510.157803 = -223713.028812
  nChanged 824
		SP:Iteration 1F (87689.450000 sec): 3 clusters
  Score: Raw -226736.020107 + Penalty 2510.157803 = -224225.862304
  nChanged 172
		SP:Iteration 2F (87689.630000 sec): 3 clusters
  Score: Raw -226865.645170 + Penalty 2510.157803 = -224355.487366
  nChanged 116
		SP:Iteration 3F (87689.800000 sec): 3 clusters
  Score: Raw -226951.903809 + Penalty 2510.157803 = -224441.746005
  nChanged 102
		SP:Iteration 4Q (87689.970000 sec): 3 clusters
  Score: Raw -227049.655650 + Penalty 2510.157803 = -224539.497846
  nChanged 101
		SP:Iteration 5Q (87690.150000 sec): 3 clusters
  Score: Raw -227151.225353 + Penalty 2510.157803 = -224641.067550
  nChanged 106
		SP:Iteration 6Q (87690.430000 sec): 3 clusters
  Score: Raw -227257.787007 + Penalty 2510.157803 = -224747.629203
  nChanged 93
		SP:Iteration 7Q (87690.650000 sec): 3 clusters
  Score: Raw -227347.329997 + Penalty 2510.157803 = -224837.172194
  nChanged 91
		SP:Iteration 8Q (87690.860000 sec): 3 clusters
  Score: Raw -227432.339939 + Penalty 2510.157803 = -224922.182135
  nChanged 76
		SP:Iteration 9Q (87691.120000 sec): 3 clusters
  Score: Raw -227504.865898 + Penalty 2510.157803 = -224994.708095
  nChanged 68
		SP:Iteration 10Q (87691.270000 sec): 3 clusters
  Score: Raw -227554.561752 + Penalty 2510.157803 = -225044.403949
  nChanged 53
		SP:Iteration 11Q (87691.520000 sec): 3 clusters
  Score: Raw -227593.431119 + Penalty 2510.157803 = -225083.273315
  nChanged 41
		SP:Iteration 12Q (87691.700000 sec): 3 clusters
  Score: Raw -227616.435429 + Penalty 2510.157803 = -225106.277626
  nChanged 35
		SP:Iteration 13Q (87691.860000 sec): 3 clusters
  Score: Raw -227635.071789 + Penalty 2510.157803 = -225124.913986
  nChanged 25
		SP:Iteration 14Q (87692.010000 sec): 3 clusters
  Score: Raw -227647.002186 + Penalty 2510.157803 = -225136.844383
  nChanged 17
		SP:Iteration 15Q (87692.230000 sec): 3 clusters
  Score: Raw -227661.033817 + Penalty 2510.157803 = -225150.876013
  nChanged 29
		SP:Iteration 16Q (87692.430000 sec): 3 clusters
  Score: Raw -227681.266326 + Penalty 2510.157803 = -225171.108523
  nChanged 18
		SP:Iteration 17Q (87692.580000 sec): 3 clusters
  Score: Raw -227693.978097 + Penalty 2510.157803 = -225183.820294
  nChanged 10
		SP:Iteration 18Q (87692.780000 sec): 3 clusters
  Score: Raw -227698.927353 + Penalty 2510.157803 = -225188.769550
  nChanged 12
		SP:Iteration 19Q (87692.970000 sec): 3 clusters
  Score: Raw -227707.448867 + Penalty 2510.157803 = -225197.291063
  nChanged 17
		SP:Iteration 20F (87693.200000 sec): 3 clusters
  Score: Raw -227716.259067 + Penalty 2510.157803 = -225206.101263
  nChanged 13
		SP:Iteration 21Q (87693.350000 sec): 3 clusters
  Score: Raw -227722.380612 + Penalty 2510.157803 = -225212.222809
  nChanged 12
		SP:Iteration 22Q (87693.550000 sec): 3 clusters
  Score: Raw -227727.571538 + Penalty 2510.157803 = -225217.413735
  nChanged 8
		SP:Iteration 23Q (87693.730000 sec): 3 clusters
  Score: Raw -227731.627075 + Penalty 2510.157803 = -225221.469272
  nChanged 9
		SP:Iteration 24Q (87693.960000 sec): 3 clusters
  Score: Raw -227736.294021 + Penalty 2510.157803 = -225226.136218
  nChanged 10
		SP:Iteration 25Q (87694.150000 sec): 3 clusters
  Score: Raw -227741.572438 + Penalty 2510.157803 = -225231.414635
  nChanged 13
		SP:Iteration 26Q (87694.410000 sec): 3 clusters
  Score: Raw -227748.954458 + Penalty 2510.157803 = -225238.796655
  nChanged 16
		SP:Iteration 27Q (87694.640000 sec): 3 clusters
  Score: Raw -227760.414717 + Penalty 2510.157803 = -225250.256913
  nChanged 15
		SP:Iteration 28Q (87694.820000 sec): 3 clusters
  Score: Raw -227771.841481 + Penalty 2510.157803 = -225261.683678
  nChanged 14
		SP:Iteration 29Q (87695.000000 sec): 3 clusters
  Score: Raw -227782.141675 + Penalty 2510.157803 = -225271.983872
  nChanged 20
		SP:Iteration 30Q (87695.230000 sec): 3 clusters
  Score: Raw -227795.738877 + Penalty 2510.157803 = -225285.581074
  nChanged 14
		SP:Iteration 31Q (87695.410000 sec): 3 clusters
  Score: Raw -227804.845331 + Penalty 2510.157803 = -225294.687528
  nChanged 11
		SP:Iteration 32Q (87695.650000 sec): 3 clusters
  Score: Raw -227813.746848 + Penalty 2510.157803 = -225303.589044
  nChanged 19
		SP:Iteration 33Q (87695.820000 sec): 3 clusters
  Score: Raw -227832.261674 + Penalty 2510.157803 = -225322.103870
  nChanged 29
		SP:Iteration 34Q (87696.040000 sec): 3 clusters
  Score: Raw -227856.137435 + Penalty 2510.157803 = -225345.979631
  nChanged 21
		SP:Iteration 35Q (87696.240000 sec): 3 clusters
  Score: Raw -227875.763227 + Penalty 2510.157803 = -225365.605423
  nChanged 22
		SP:Iteration 36Q (87696.540000 sec): 3 clusters
  Score: Raw -227895.408146 + Penalty 2510.157803 = -225385.250343
  nChanged 20
		SP:Iteration 37Q (87696.720000 sec): 3 clusters
  Score: Raw -227911.032491 + Penalty 2510.157803 = -225400.874688
  nChanged 18
		SP:Iteration 38Q (87696.990000 sec): 3 clusters
  Score: Raw -227923.862119 + Penalty 2510.157803 = -225413.704316
  nChanged 18
		SP:Iteration 39Q (87697.180000 sec): 3 clusters
  Score: Raw -227933.731596 + Penalty 2510.157803 = -225423.573792
  nChanged 19
		SP:Iteration 40F (87697.370000 sec): 3 clusters
  Score: Raw -227944.580756 + Penalty 2510.157803 = -225434.422953
  nChanged 24
		SP:Iteration 41Q (87697.560000 sec): 3 clusters
  Score: Raw -227958.710933 + Penalty 2510.157803 = -225448.553130
  nChanged 15
		SP:Iteration 42Q (87697.790000 sec): 3 clusters
  Score: Raw -227969.271253 + Penalty 2510.157803 = -225459.113450
  nChanged 17
		SP:Iteration 43Q (87697.970000 sec): 3 clusters
  Score: Raw -227980.515095 + Penalty 2510.157803 = -225470.357292
  nChanged 11
		SP:Iteration 44Q (87698.180000 sec): 3 clusters
  Score: Raw -227988.292256 + Penalty 2510.157803 = -225478.134452
  nChanged 15
		SP:Iteration 45Q (87698.380000 sec): 3 clusters
  Score: Raw -227998.647906 + Penalty 2510.157803 = -225488.490103
  nChanged 18
		SP:Iteration 46Q (87698.650000 sec): 3 clusters
  Score: Raw -228011.086896 + Penalty 2510.157803 = -225500.929093
  nChanged 21
		SP:Iteration 47Q (87698.850000 sec): 3 clusters
  Score: Raw -228028.500705 + Penalty 2510.157803 = -225518.342902
  nChanged 21
		SP:Iteration 48Q (87699.050000 sec): 3 clusters
  Score: Raw -228052.179514 + Penalty 2510.157803 = -225542.021710
  nChanged 22
		SP:Iteration 49Q (87699.250000 sec): 3 clusters
  Score: Raw -228080.364394 + Penalty 2510.157803 = -225570.206590
  nChanged 28
		SP:Iteration 50Q (87699.510000 sec): 3 clusters
  Score: Raw -228140.865478 + Penalty 2510.157803 = -225630.707674
  nChanged 43
		SP:Iteration 51Q (87699.690000 sec): 3 clusters
  Score: Raw -228252.983059 + Penalty 2510.157803 = -225742.825256
  nChanged 49
		SP:Iteration 52Q (87699.870000 sec): 3 clusters
  Score: Raw -228356.527028 + Penalty 2510.157803 = -225846.369224
  nChanged 42
		SP:Iteration 53Q (87700.080000 sec): 3 clusters
  Score: Raw -228412.807994 + Penalty 2510.157803 = -225902.650190
  nChanged 28
		SP:Iteration 54Q (87700.270000 sec): 3 clusters
  Score: Raw -228443.214693 + Penalty 2510.157803 = -225933.056889
  nChanged 16
		SP:Iteration 55Q (87700.420000 sec): 3 clusters
  Score: Raw -228452.943648 + Penalty 2510.157803 = -225942.785844
  nChanged 5
		SP:Iteration 56Q (87700.600000 sec): 3 clusters
  Score: Raw -228454.274886 + Penalty 2510.157803 = -225944.117083
  nChanged 0
		SP:Iteration 57F (87700.770000 sec): 3 clusters
  Score: Raw -228454.274886 + Penalty 2510.157803 = -225944.117083
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (87700.950000 sec): 2 clusters
  Score: Raw -717139.709074 + Penalty 1429.035898 = -715710.673176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (87701.100000 sec): 3 clusters
  Score: Raw -713534.835390 + Penalty 2858.071796 = -710676.763593
  nChanged 2743
		SP:Iteration 1F (87701.310000 sec): 3 clusters
  Score: Raw -715010.075149 + Penalty 2858.071796 = -712152.003353
  nChanged 429
		SP:Iteration 2F (87701.510000 sec): 3 clusters
  Score: Raw -715189.791858 + Penalty 2858.071796 = -712331.720062
  nChanged 303
		SP:Iteration 3Q (87701.700000 sec): 3 clusters
  Score: Raw -715304.680597 + Penalty 2858.071796 = -712446.608801
  nChanged 235
		SP:Iteration 4Q (87701.950000 sec): 3 clusters
  Score: Raw -715396.186649 + Penalty 2858.071796 = -712538.114853
  nChanged 218
		SP:Iteration 5Q (87702.130000 sec): 3 clusters
  Score: Raw -715494.499341 + Penalty 2858.071796 = -712636.427544
  nChanged 218
		SP:Iteration 6Q (87702.350000 sec): 3 clusters
  Score: Raw -715601.999260 + Penalty 2858.071796 = -712743.927464
  nChanged 210
		SP:Iteration 7Q (87702.570000 sec): 3 clusters
  Score: Raw -715697.970744 + Penalty 2858.071796 = -712839.898948
  nChanged 217
		SP:Iteration 8Q (87702.720000 sec): 3 clusters
  Score: Raw -715811.518725 + Penalty 2858.071796 = -712953.446929
  nChanged 238
		SP:Iteration 9Q (87702.930000 sec): 3 clusters
  Score: Raw -715934.120874 + Penalty 2858.071796 = -713076.049078
  nChanged 235
		SP:Iteration 10Q (87703.130000 sec): 3 clusters
  Score: Raw -716075.212961 + Penalty 2858.071796 = -713217.141165
  nChanged 246
		SP:Iteration 11Q (87703.280000 sec): 3 clusters
  Score: Raw -716228.820383 + Penalty 2858.071796 = -713370.748587
  nChanged 247
		SP:Iteration 12Q (87703.480000 sec): 3 clusters
  Score: Raw -716400.906646 + Penalty 2858.071796 = -713542.834850
  nChanged 224
		SP:Iteration 13Q (87703.720000 sec): 3 clusters
  Score: Raw -716574.251170 + Penalty 2858.071796 = -713716.179374
  nChanged 226
		SP:Iteration 14Q (87703.920000 sec): 3 clusters
  Score: Raw -716749.248613 + Penalty 2858.071796 = -713891.176816
  nChanged 181
		SP:Iteration 15Q (87704.120000 sec): 3 clusters
  Score: Raw -716884.419939 + Penalty 2858.071796 = -714026.348143
  nChanged 140
		SP:Iteration 16Q (87704.350000 sec): 3 clusters
  Score: Raw -716989.818344 + Penalty 2858.071796 = -714131.746548
  nChanged 109
		SP:Iteration 17Q (87704.620000 sec): 3 clusters
  Score: Raw -717079.994800 + Penalty 2858.071796 = -714221.923004
  nChanged 91
		SP:Iteration 18Q (87704.850000 sec): 3 clusters
  Score: Raw -717138.667296 + Penalty 2858.071796 = -714280.595500
  nChanged 58
		SP:Iteration 19Q (87705.060000 sec): 3 clusters
  Score: Raw -717177.972705 + Penalty 2858.071796 = -714319.900909
  nChanged 56
		SP:Iteration 20F (87705.230000 sec): 3 clusters
  Score: Raw -717224.502214 + Penalty 2858.071796 = -714366.430418
  nChanged 44
		SP:Iteration 21Q (87705.460000 sec): 3 clusters
  Score: Raw -717261.417958 + Penalty 2858.071796 = -714403.346162
  nChanged 32
		SP:Iteration 22Q (87705.650000 sec): 3 clusters
  Score: Raw -717290.118789 + Penalty 2858.071796 = -714432.046993
  nChanged 21
		SP:Iteration 23Q (87705.920000 sec): 3 clusters
  Score: Raw -717313.584020 + Penalty 2858.071796 = -714455.512224
  nChanged 19
		SP:Iteration 24Q (87706.150000 sec): 3 clusters
  Score: Raw -717333.076302 + Penalty 2858.071796 = -714475.004505
  nChanged 15
		SP:Iteration 25Q (87706.330000 sec): 3 clusters
  Score: Raw -717344.092072 + Penalty 2858.071796 = -714486.020276
  nChanged 6
		SP:Iteration 26Q (87706.520000 sec): 3 clusters
  Score: Raw -717351.570674 + Penalty 2858.071796 = -714493.498878
  nChanged 8
		SP:Iteration 27Q (87706.750000 sec): 3 clusters
  Score: Raw -717358.660499 + Penalty 2858.071796 = -714500.588703
  nChanged 5
		SP:Iteration 28Q (87706.930000 sec): 3 clusters
  Score: Raw -717365.727816 + Penalty 2858.071796 = -714507.656020
  nChanged 7
		SP:Iteration 29Q (87707.140000 sec): 3 clusters
  Score: Raw -717372.612981 + Penalty 2858.071796 = -714514.541185
  nChanged 6
		SP:Iteration 30Q (87707.310000 sec): 3 clusters
  Score: Raw -717377.768571 + Penalty 2858.071796 = -714519.696775
  nChanged 5
		SP:Iteration 31Q (87707.490000 sec): 3 clusters
  Score: Raw -717380.966039 + Penalty 2858.071796 = -714522.894243
  nChanged 2
		SP:Iteration 32Q (87707.660000 sec): 3 clusters
  Score: Raw -717382.135139 + Penalty 2858.071796 = -714524.063343
  nChanged 1
		SP:Iteration 33Q (87707.850000 sec): 3 clusters
  Score: Raw -717382.924178 + Penalty 2858.071796 = -714524.852381
  nChanged 2
		SP:Iteration 34Q (87708.090000 sec): 3 clusters
  Score: Raw -717383.919390 + Penalty 2858.071796 = -714525.847594
  nChanged 1
		SP:Iteration 35Q (87708.340000 sec): 3 clusters
  Score: Raw -717385.843015 + Penalty 2858.071796 = -714527.771219
  nChanged 1
		SP:Iteration 36Q (87708.580000 sec): 3 clusters
  Score: Raw -717387.140566 + Penalty 2858.071796 = -714529.068770
  nChanged 1
		SP:Iteration 37Q (87708.740000 sec): 3 clusters
  Score: Raw -717387.278311 + Penalty 2858.071796 = -714529.206515
  nChanged 1
		SP:Iteration 38Q (87708.920000 sec): 3 clusters
  Score: Raw -717388.384079 + Penalty 2858.071796 = -714530.312283
  nChanged 0
		SP:Iteration 39F (87709.150000 sec): 3 clusters
  Score: Raw -717388.384079 + Penalty 2858.071796 = -714530.312283
  nChanged 0
Iteration 139Q (87802.710000 sec): 65 clusters
  Score: Raw -138072647.872114 + Penalty 146917.110144 = -137925730.761969
  nChanged 2421
Iteration 140F (87958.940000 sec): 65 clusters
  Score: Raw -138073449.241066 + Penalty 146917.110144 = -137926532.130922
  nChanged 2162
Iteration 141Q (88047.460000 sec): 65 clusters
  Score: Raw -138073820.067197 + Penalty 146917.110144 = -137926902.957052
  nChanged 1718
Iteration 142Q (88150.300000 sec): 65 clusters
  Score: Raw -138074032.994276 + Penalty 146917.110144 = -137927115.884132
  nChanged 1460
Iteration 143Q (88245.130000 sec): 65 clusters
  Score: Raw -138074179.100334 + Penalty 146917.110144 = -137927261.990189
  nChanged 1280
Iteration 144Q (88341.570000 sec): 65 clusters
  Score: Raw -138074277.223569 + Penalty 146917.110144 = -137927360.113424
  nChanged 1068
Iteration 145Q (88442.660000 sec): 65 clusters
  Score: Raw -138074353.054286 + Penalty 146917.110144 = -137927435.944142
  nChanged 959
Iteration 146Q (88540.410000 sec): 65 clusters
  Score: Raw -138074417.941476 + Penalty 146917.110144 = -137927500.831332
  nChanged 884
Iteration 147Q (88650.870000 sec): 65 clusters
  Score: Raw -138074477.765644 + Penalty 146917.110144 = -137927560.655500
  nChanged 849
Iteration 148Q (88754.690000 sec): 65 clusters
  Score: Raw -138074539.018783 + Penalty 146917.110144 = -137927621.908638
  nChanged 839
Iteration 149Q (88861.910000 sec): 65 clusters
  Score: Raw -138074599.803469 + Penalty 146917.110144 = -137927682.693325
  nChanged 777
Iteration 150Q (88956.560000 sec): 65 clusters
  Score: Raw -138074660.149653 + Penalty 146917.110144 = -137927743.039508
  nChanged 801
Iteration 151Q (89059.920000 sec): 65 clusters
  Score: Raw -138074723.210973 + Penalty 146917.110144 = -137927806.100828
  nChanged 764
Iteration 152Q (89164.930000 sec): 65 clusters
  Score: Raw -138074781.159998 + Penalty 146917.110144 = -137927864.049854
  nChanged 738
Iteration 153Q (89286.830000 sec): 65 clusters
  Score: Raw -138074832.757900 + Penalty 146917.110144 = -137927915.647755
  nChanged 732
Iteration 154Q (89416.120000 sec): 65 clusters
  Score: Raw -138074882.835665 + Penalty 146917.110144 = -137927965.725520
  nChanged 694
Iteration 155Q (89536.340000 sec): 65 clusters
  Score: Raw -138074931.337310 + Penalty 146917.110144 = -137928014.227165
  nChanged 685
Iteration 156Q (89660.210000 sec): 65 clusters
  Score: Raw -138074973.126554 + Penalty 146917.110144 = -137928056.016410
  nChanged 633
Iteration 157Q (89787.390000 sec): 65 clusters
  Score: Raw -138075014.333201 + Penalty 146917.110144 = -137928097.223057
  nChanged 637
Iteration 158Q (89910.400000 sec): 65 clusters
  Score: Raw -138075063.206667 + Penalty 146917.110144 = -137928146.096523
  nChanged 619
Iteration 159Q (90016.190000 sec): 65 clusters
  Score: Raw -138075108.655378 + Penalty 146917.110144 = -137928191.545233
  nChanged 615
Iteration 160F (90178.490000 sec): 65 clusters
  Score: Raw -138075155.256050 + Penalty 146917.110144 = -137928238.145906
  nChanged 585
Iteration 161Q (90283.270000 sec): 65 clusters
  Score: Raw -138075197.896194 + Penalty 146917.110144 = -137928280.786050
  nChanged 582
Iteration 162Q (90383.290000 sec): 65 clusters
  Score: Raw -138075239.391178 + Penalty 146917.110144 = -137928322.281034
  nChanged 541
Iteration 163Q (90481.940000 sec): 65 clusters
  Score: Raw -138075274.497732 + Penalty 146917.110144 = -137928357.387588
  nChanged 514
Iteration 164Q (90579.720000 sec): 65 clusters
  Score: Raw -138075308.973510 + Penalty 146917.110144 = -137928391.863366
  nChanged 512
Iteration 165Q (90666.760000 sec): 65 clusters
  Score: Raw -138075346.363122 + Penalty 146917.110144 = -137928429.252978
  nChanged 498
Iteration 166Q (90759.250000 sec): 65 clusters
  Score: Raw -138075387.085438 + Penalty 146917.110144 = -137928469.975293
  nChanged 504
Iteration 167Q (90846.190000 sec): 65 clusters
  Score: Raw -138075424.444656 + Penalty 146917.110144 = -137928507.334511
  nChanged 471
Iteration 168Q (90933.200000 sec): 65 clusters
  Score: Raw -138075458.096024 + Penalty 146917.110144 = -137928540.985880
  nChanged 451
Iteration 169Q (91027.820000 sec): 65 clusters
  Score: Raw -138075491.498583 + Penalty 146917.110144 = -137928574.388439
  nChanged 405
Iteration 170Q (91115.020000 sec): 65 clusters
  Score: Raw -138075520.156813 + Penalty 146917.110144 = -137928603.046668
  nChanged 402
Iteration 171Q (91207.970000 sec): 65 clusters
  Score: Raw -138075549.861817 + Penalty 146917.110144 = -137928632.751673
  nChanged 366
Iteration 172Q (91293.170000 sec): 65 clusters
  Score: Raw -138075579.822604 + Penalty 146917.110144 = -137928662.712459
  nChanged 376
Iteration 173Q (91361.750000 sec): 65 clusters
  Score: Raw -138075608.386515 + Penalty 146917.110144 = -137928691.276371
  nChanged 394
Iteration 174Q (91433.170000 sec): 65 clusters
  Score: Raw -138075641.374754 + Penalty 146917.110144 = -137928724.264610
  nChanged 382
Iteration 175Q (91502.190000 sec): 65 clusters
  Score: Raw -138075674.147308 + Penalty 146917.110144 = -137928757.037164
  nChanged 379
Iteration 176Q (91574.980000 sec): 65 clusters
  Score: Raw -138075705.079683 + Penalty 146917.110144 = -137928787.969539
  nChanged 343
Iteration 177Q (91641.350000 sec): 65 clusters
  Score: Raw -138075738.061107 + Penalty 146917.110144 = -137928820.950962
  nChanged 340
Iteration 178Q (91712.240000 sec): 65 clusters
  Score: Raw -138075770.316134 + Penalty 146917.110144 = -137928853.205990
  nChanged 333
Writing temp clu file 
Because OldScore, -137928820.950962, is greater than current (better) Score,-137928853.205990 
 Compute initial score before splitting:   Score: Raw -138075770.316134 + Penalty 146917.110144 = -137928853.205990
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91712.720000 sec): 2 clusters
  Score: Raw -111495.493276 + Penalty 1144.655346 = -110350.837930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91712.920000 sec): 3 clusters
  Score: Raw -111116.078785 + Penalty 2289.310692 = -108826.768093
  nChanged 358
		SP:Iteration 1F (91713.120000 sec): 3 clusters
  Score: Raw -111393.159274 + Penalty 2289.310692 = -109103.848582
  nChanged 78
		SP:Iteration 2F (91713.340000 sec): 3 clusters
  Score: Raw -111476.210628 + Penalty 2289.310692 = -109186.899936
  nChanged 47
		SP:Iteration 3Q (91713.480000 sec): 3 clusters
  Score: Raw -111522.332082 + Penalty 2289.310692 = -109233.021390
  nChanged 33
		SP:Iteration 4Q (91713.670000 sec): 3 clusters
  Score: Raw -111555.165010 + Penalty 2289.310692 = -109265.854319
  nChanged 26
		SP:Iteration 5Q (91713.820000 sec): 3 clusters
  Score: Raw -111574.760679 + Penalty 2289.310692 = -109285.449987
  nChanged 21
		SP:Iteration 6Q (91714.040000 sec): 3 clusters
  Score: Raw -111599.590561 + Penalty 2289.310692 = -109310.279870
  nChanged 22
		SP:Iteration 7Q (91714.210000 sec): 3 clusters
  Score: Raw -111640.299787 + Penalty 2289.310692 = -109350.989095
  nChanged 28
		SP:Iteration 8Q (91714.380000 sec): 3 clusters
  Score: Raw -111685.192405 + Penalty 2289.310692 = -109395.881714
  nChanged 26
		SP:Iteration 9Q (91714.580000 sec): 3 clusters
  Score: Raw -111723.309939 + Penalty 2289.310692 = -109433.999247
  nChanged 30
		SP:Iteration 10Q (91714.760000 sec): 3 clusters
  Score: Raw -111771.567647 + Penalty 2289.310692 = -109482.256956
  nChanged 30
		SP:Iteration 11Q (91714.960000 sec): 3 clusters
  Score: Raw -111819.097907 + Penalty 2289.310692 = -109529.787216
  nChanged 37
		SP:Iteration 12Q (91715.120000 sec): 3 clusters
  Score: Raw -111864.879094 + Penalty 2289.310692 = -109575.568402
  nChanged 24
		SP:Iteration 13Q (91715.300000 sec): 3 clusters
  Score: Raw -111906.733295 + Penalty 2289.310692 = -109617.422603
  nChanged 30
		SP:Iteration 14Q (91715.480000 sec): 3 clusters
  Score: Raw -111971.914929 + Penalty 2289.310692 = -109682.604238
  nChanged 41
		SP:Iteration 15Q (91715.680000 sec): 3 clusters
  Score: Raw -112043.234112 + Penalty 2289.310692 = -109753.923421
  nChanged 33
		SP:Iteration 16Q (91715.870000 sec): 3 clusters
  Score: Raw -112092.104529 + Penalty 2289.310692 = -109802.793838
  nChanged 35
		SP:Iteration 17Q (91716.000000 sec): 3 clusters
  Score: Raw -112170.578745 + Penalty 2289.310692 = -109881.268054
  nChanged 30
		SP:Iteration 18Q (91716.200000 sec): 3 clusters
  Score: Raw -112241.397512 + Penalty 2289.310692 = -109952.086821
  nChanged 20
		SP:Iteration 19Q (91716.380000 sec): 3 clusters
  Score: Raw -112288.885373 + Penalty 2289.310692 = -109999.574681
  nChanged 16
		SP:Iteration 20F (91716.570000 sec): 3 clusters
  Score: Raw -112309.611100 + Penalty 2289.310692 = -110020.300409
  nChanged 8
		SP:Iteration 21Q (91716.750000 sec): 3 clusters
  Score: Raw -112319.554667 + Penalty 2289.310692 = -110030.243975
  nChanged 6
		SP:Iteration 22Q (91716.940000 sec): 3 clusters
  Score: Raw -112332.292423 + Penalty 2289.310692 = -110042.981732
  nChanged 10
		SP:Iteration 23Q (91717.140000 sec): 3 clusters
  Score: Raw -112348.130475 + Penalty 2289.310692 = -110058.819784
  nChanged 9
		SP:Iteration 24Q (91717.320000 sec): 3 clusters
  Score: Raw -112361.592229 + Penalty 2289.310692 = -110072.281537
  nChanged 9
		SP:Iteration 25Q (91717.490000 sec): 3 clusters
  Score: Raw -112374.980853 + Penalty 2289.310692 = -110085.670162
  nChanged 14
		SP:Iteration 26Q (91717.660000 sec): 3 clusters
  Score: Raw -112394.719862 + Penalty 2289.310692 = -110105.409171
  nChanged 9
		SP:Iteration 27Q (91717.860000 sec): 3 clusters
  Score: Raw -112405.165981 + Penalty 2289.310692 = -110115.855289
  nChanged 5
		SP:Iteration 28Q (91718.030000 sec): 3 clusters
  Score: Raw -112411.964810 + Penalty 2289.310692 = -110122.654118
  nChanged 4
		SP:Iteration 29Q (91718.210000 sec): 3 clusters
  Score: Raw -112419.066012 + Penalty 2289.310692 = -110129.755320
  nChanged 3
		SP:Iteration 30Q (91718.400000 sec): 3 clusters
  Score: Raw -112421.948820 + Penalty 2289.310692 = -110132.638128
  nChanged 1
		SP:Iteration 31Q (91718.600000 sec): 3 clusters
  Score: Raw -112424.693450 + Penalty 2289.310692 = -110135.382758
  nChanged 2
		SP:Iteration 32Q (91718.770000 sec): 3 clusters
  Score: Raw -112426.883681 + Penalty 2289.310692 = -110137.572990
  nChanged 3
		SP:Iteration 33Q (91719.010000 sec): 3 clusters
  Score: Raw -112430.985492 + Penalty 2289.310692 = -110141.674800
  nChanged 0
		SP:Iteration 34F (91719.190000 sec): 3 clusters
  Score: Raw -112430.985492 + Penalty 2289.310692 = -110141.674800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (8499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91719.330000 sec): 2 clusters
  Score: Raw -846240.194488 + Penalty 1470.251866 = -844769.942623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91719.570000 sec): 3 clusters
  Score: Raw -841471.889047 + Penalty 2940.503731 = -838531.385315
  nChanged 3671
		SP:Iteration 1F (91719.860000 sec): 3 clusters
  Score: Raw -843598.227757 + Penalty 2940.503731 = -840657.724026
  nChanged 560
		SP:Iteration 2F (91720.100000 sec): 3 clusters
  Score: Raw -843983.246714 + Penalty 2940.503731 = -841042.742982
  nChanged 492
		SP:Iteration 3F (91720.320000 sec): 3 clusters
  Score: Raw -844397.426947 + Penalty 2940.503731 = -841456.923215
  nChanged 595
		SP:Iteration 4F (91720.570000 sec): 3 clusters
  Score: Raw -844899.404641 + Penalty 2940.503731 = -841958.900910
  nChanged 671
		SP:Iteration 5F (91720.790000 sec): 3 clusters
  Score: Raw -845583.710715 + Penalty 2940.503731 = -842643.206984
  nChanged 763
		SP:Iteration 6F (91721.000000 sec): 3 clusters
  Score: Raw -846347.806490 + Penalty 2940.503731 = -843407.302759
  nChanged 724
		SP:Iteration 7F (91721.210000 sec): 3 clusters
  Score: Raw -846969.925053 + Penalty 2940.503731 = -844029.421321
  nChanged 500
		SP:Iteration 8F (91721.440000 sec): 3 clusters
  Score: Raw -847298.645886 + Penalty 2940.503731 = -844358.142155
  nChanged 275
		SP:Iteration 9Q (91721.730000 sec): 3 clusters
  Score: Raw -847441.300932 + Penalty 2940.503731 = -844500.797201
  nChanged 183
		SP:Iteration 10Q (91721.930000 sec): 3 clusters
  Score: Raw -847531.693026 + Penalty 2940.503731 = -844591.189295
  nChanged 137
		SP:Iteration 11Q (91722.160000 sec): 3 clusters
  Score: Raw -847589.763843 + Penalty 2940.503731 = -844649.260111
  nChanged 93
		SP:Iteration 12Q (91722.380000 sec): 3 clusters
  Score: Raw -847622.654801 + Penalty 2940.503731 = -844682.151070
  nChanged 72
		SP:Iteration 13Q (91722.600000 sec): 3 clusters
  Score: Raw -847646.267945 + Penalty 2940.503731 = -844705.764214
  nChanged 49
		SP:Iteration 14Q (91722.820000 sec): 3 clusters
  Score: Raw -847662.640276 + Penalty 2940.503731 = -844722.136545
  nChanged 50
		SP:Iteration 15Q (91723.060000 sec): 3 clusters
  Score: Raw -847680.350291 + Penalty 2940.503731 = -844739.846560
  nChanged 46
		SP:Iteration 16Q (91723.310000 sec): 3 clusters
  Score: Raw -847694.579846 + Penalty 2940.503731 = -844754.076115
  nChanged 44
		SP:Iteration 17Q (91723.520000 sec): 3 clusters
  Score: Raw -847708.660357 + Penalty 2940.503731 = -844768.156626
  nChanged 39
		SP:Iteration 18Q (91723.730000 sec): 3 clusters
  Score: Raw -847719.451979 + Penalty 2940.503731 = -844778.948248
  nChanged 42
		SP:Iteration 19Q (91723.960000 sec): 3 clusters
  Score: Raw -847728.473132 + Penalty 2940.503731 = -844787.969400
  nChanged 31
		SP:Iteration 20F (91724.230000 sec): 3 clusters
  Score: Raw -847735.857273 + Penalty 2940.503731 = -844795.353542
  nChanged 25
		SP:Iteration 21Q (91724.510000 sec): 3 clusters
  Score: Raw -847742.659445 + Penalty 2940.503731 = -844802.155714
  nChanged 19
		SP:Iteration 22Q (91724.730000 sec): 3 clusters
  Score: Raw -847748.237551 + Penalty 2940.503731 = -844807.733819
  nChanged 19
		SP:Iteration 23Q (91725.020000 sec): 3 clusters
  Score: Raw -847751.743933 + Penalty 2940.503731 = -844811.240202
  nChanged 17
		SP:Iteration 24Q (91725.250000 sec): 3 clusters
  Score: Raw -847755.139045 + Penalty 2940.503731 = -844814.635314
  nChanged 17
		SP:Iteration 25Q (91725.500000 sec): 3 clusters
  Score: Raw -847758.732589 + Penalty 2940.503731 = -844818.228858
  nChanged 14
		SP:Iteration 26Q (91725.730000 sec): 3 clusters
  Score: Raw -847761.353490 + Penalty 2940.503731 = -844820.849759
  nChanged 11
		SP:Iteration 27Q (91725.960000 sec): 3 clusters
  Score: Raw -847763.964047 + Penalty 2940.503731 = -844823.460316
  nChanged 8
		SP:Iteration 28Q (91726.170000 sec): 3 clusters
  Score: Raw -847764.970545 + Penalty 2940.503731 = -844824.466813
  nChanged 7
		SP:Iteration 29Q (91726.380000 sec): 3 clusters
  Score: Raw -847765.995442 + Penalty 2940.503731 = -844825.491710
  nChanged 8
		SP:Iteration 30Q (91726.640000 sec): 3 clusters
  Score: Raw -847766.970318 + Penalty 2940.503731 = -844826.466587
  nChanged 5
		SP:Iteration 31Q (91726.890000 sec): 3 clusters
  Score: Raw -847767.576553 + Penalty 2940.503731 = -844827.072822
  nChanged 5
		SP:Iteration 32Q (91727.110000 sec): 3 clusters
  Score: Raw -847768.589980 + Penalty 2940.503731 = -844828.086248
  nChanged 5
		SP:Iteration 33Q (91727.310000 sec): 3 clusters
  Score: Raw -847769.579643 + Penalty 2940.503731 = -844829.075912
  nChanged 9
		SP:Iteration 34Q (91727.630000 sec): 3 clusters
  Score: Raw -847771.408404 + Penalty 2940.503731 = -844830.904673
  nChanged 13
		SP:Iteration 35Q (91727.860000 sec): 3 clusters
  Score: Raw -847774.267618 + Penalty 2940.503731 = -844833.763886
  nChanged 12
		SP:Iteration 36Q (91728.080000 sec): 3 clusters
  Score: Raw -847775.861393 + Penalty 2940.503731 = -844835.357662
  nChanged 5
		SP:Iteration 37Q (91728.310000 sec): 3 clusters
  Score: Raw -847776.781289 + Penalty 2940.503731 = -844836.277558
  nChanged 3
		SP:Iteration 38Q (91728.560000 sec): 3 clusters
  Score: Raw -847777.567245 + Penalty 2940.503731 = -844837.063513
  nChanged 1
		SP:Iteration 39Q (91728.780000 sec): 3 clusters
  Score: Raw -847777.695317 + Penalty 2940.503731 = -844837.191586
  nChanged 1
		SP:Iteration 40F (91728.980000 sec): 3 clusters
  Score: Raw -847777.769523 + Penalty 2940.503731 = -844837.265792
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91729.140000 sec): 2 clusters
  Score: Raw -390552.592726 + Penalty 1352.310045 = -389200.282681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91729.370000 sec): 3 clusters
  Score: Raw -388493.799958 + Penalty 2704.620090 = -385789.179869
  nChanged 1623
		SP:Iteration 1F (91729.570000 sec): 3 clusters
  Score: Raw -389421.885411 + Penalty 2704.620090 = -386717.265321
  nChanged 345
		SP:Iteration 2F (91729.800000 sec): 3 clusters
  Score: Raw -389667.019433 + Penalty 2704.620090 = -386962.399343
  nChanged 262
		SP:Iteration 3F (91730.050000 sec): 3 clusters
  Score: Raw -389857.369988 + Penalty 2704.620090 = -387152.749899
  nChanged 238
		SP:Iteration 4F (91730.230000 sec): 3 clusters
  Score: Raw -390074.251075 + Penalty 2704.620090 = -387369.630985
  nChanged 242
		SP:Iteration 5F (91730.420000 sec): 3 clusters
  Score: Raw -390318.465736 + Penalty 2704.620090 = -387613.845646
  nChanged 266
		SP:Iteration 6F (91730.650000 sec): 3 clusters
  Score: Raw -390594.265635 + Penalty 2704.620090 = -387889.645545
  nChanged 242
		SP:Iteration 7F (91730.860000 sec): 3 clusters
  Score: Raw -390887.892772 + Penalty 2704.620090 = -388183.272682
  nChanged 243
		SP:Iteration 8F (91731.020000 sec): 3 clusters
  Score: Raw -391140.588815 + Penalty 2704.620090 = -388435.968725
  nChanged 190
		SP:Iteration 9Q (91731.240000 sec): 3 clusters
  Score: Raw -391294.314290 + Penalty 2704.620090 = -388589.694200
  nChanged 125
		SP:Iteration 10Q (91731.460000 sec): 3 clusters
  Score: Raw -391365.964840 + Penalty 2704.620090 = -388661.344750
  nChanged 92
		SP:Iteration 11Q (91731.650000 sec): 3 clusters
  Score: Raw -391409.341383 + Penalty 2704.620090 = -388704.721293
  nChanged 61
		SP:Iteration 12Q (91731.870000 sec): 3 clusters
  Score: Raw -391434.590972 + Penalty 2704.620090 = -388729.970883
  nChanged 54
		SP:Iteration 13Q (91732.060000 sec): 3 clusters
  Score: Raw -391455.638730 + Penalty 2704.620090 = -388751.018640
  nChanged 27
		SP:Iteration 14Q (91732.270000 sec): 3 clusters
  Score: Raw -391462.134069 + Penalty 2704.620090 = -388757.513980
  nChanged 13
		SP:Iteration 15Q (91732.490000 sec): 3 clusters
  Score: Raw -391465.372299 + Penalty 2704.620090 = -388760.752209
  nChanged 11
		SP:Iteration 16Q (91732.680000 sec): 3 clusters
  Score: Raw -391468.404641 + Penalty 2704.620090 = -388763.784551
  nChanged 16
		SP:Iteration 17Q (91732.880000 sec): 3 clusters
  Score: Raw -391473.495779 + Penalty 2704.620090 = -388768.875689
  nChanged 10
		SP:Iteration 18Q (91733.130000 sec): 3 clusters
  Score: Raw -391477.894252 + Penalty 2704.620090 = -388773.274162
  nChanged 10
		SP:Iteration 19Q (91733.380000 sec): 3 clusters
  Score: Raw -391483.909492 + Penalty 2704.620090 = -388779.289402
  nChanged 15
		SP:Iteration 20F (91733.590000 sec): 3 clusters
  Score: Raw -391489.477078 + Penalty 2704.620090 = -388784.856988
  nChanged 12
		SP:Iteration 21Q (91733.780000 sec): 3 clusters
  Score: Raw -391492.957790 + Penalty 2704.620090 = -388788.337701
  nChanged 14
		SP:Iteration 22Q (91733.990000 sec): 3 clusters
  Score: Raw -391496.953593 + Penalty 2704.620090 = -388792.333503
  nChanged 11
		SP:Iteration 23Q (91734.220000 sec): 3 clusters
  Score: Raw -391501.508752 + Penalty 2704.620090 = -388796.888662
  nChanged 12
		SP:Iteration 24Q (91734.420000 sec): 3 clusters
  Score: Raw -391507.454623 + Penalty 2704.620090 = -388802.834534
  nChanged 11
		SP:Iteration 25Q (91734.650000 sec): 3 clusters
  Score: Raw -391516.514736 + Penalty 2704.620090 = -388811.894646
  nChanged 13
		SP:Iteration 26Q (91734.870000 sec): 3 clusters
  Score: Raw -391521.975949 + Penalty 2704.620090 = -388817.355859
  nChanged 12
		SP:Iteration 27Q (91735.150000 sec): 3 clusters
  Score: Raw -391525.437574 + Penalty 2704.620090 = -388820.817484
  nChanged 6
		SP:Iteration 28Q (91735.340000 sec): 3 clusters
  Score: Raw -391526.789395 + Penalty 2704.620090 = -388822.169306
  nChanged 8
		SP:Iteration 29Q (91735.580000 sec): 3 clusters
  Score: Raw -391530.005768 + Penalty 2704.620090 = -388825.385678
  nChanged 15
		SP:Iteration 30Q (91735.790000 sec): 3 clusters
  Score: Raw -391534.151297 + Penalty 2704.620090 = -388829.531208
  nChanged 11
		SP:Iteration 31Q (91735.970000 sec): 3 clusters
  Score: Raw -391536.518744 + Penalty 2704.620090 = -388831.898654
  nChanged 8
		SP:Iteration 32Q (91736.210000 sec): 3 clusters
  Score: Raw -391538.132522 + Penalty 2704.620090 = -388833.512432
  nChanged 7
		SP:Iteration 33Q (91736.430000 sec): 3 clusters
  Score: Raw -391542.529818 + Penalty 2704.620090 = -388837.909728
  nChanged 10
		SP:Iteration 34Q (91736.590000 sec): 3 clusters
  Score: Raw -391547.812987 + Penalty 2704.620090 = -388843.192897
  nChanged 8
		SP:Iteration 35Q (91736.750000 sec): 3 clusters
  Score: Raw -391549.608019 + Penalty 2704.620090 = -388844.987929
  nChanged 5
		SP:Iteration 36Q (91736.990000 sec): 3 clusters
  Score: Raw -391551.274819 + Penalty 2704.620090 = -388846.654729
  nChanged 4
		SP:Iteration 37Q (91737.200000 sec): 3 clusters
  Score: Raw -391552.351604 + Penalty 2704.620090 = -388847.731514
  nChanged 5
		SP:Iteration 38Q (91737.420000 sec): 3 clusters
  Score: Raw -391553.225785 + Penalty 2704.620090 = -388848.605695
  nChanged 4
		SP:Iteration 39Q (91737.580000 sec): 3 clusters
  Score: Raw -391555.094305 + Penalty 2704.620090 = -388850.474215
  nChanged 8
		SP:Iteration 40F (91737.780000 sec): 3 clusters
  Score: Raw -391559.104386 + Penalty 2704.620090 = -388854.484296
  nChanged 11
		SP:Iteration 41Q (91738.060000 sec): 3 clusters
  Score: Raw -391562.472192 + Penalty 2704.620090 = -388857.852102
  nChanged 7
		SP:Iteration 42Q (91738.230000 sec): 3 clusters
  Score: Raw -391563.817691 + Penalty 2704.620090 = -388859.197601
  nChanged 6
		SP:Iteration 43Q (91738.440000 sec): 3 clusters
  Score: Raw -391565.563756 + Penalty 2704.620090 = -388860.943666
  nChanged 4
		SP:Iteration 44Q (91738.630000 sec): 3 clusters
  Score: Raw -391566.618481 + Penalty 2704.620090 = -388861.998391
  nChanged 1
		SP:Iteration 45Q (91738.850000 sec): 3 clusters
  Score: Raw -391568.012866 + Penalty 2704.620090 = -388863.392776
  nChanged 4
		SP:Iteration 46Q (91739.050000 sec): 3 clusters
  Score: Raw -391569.430429 + Penalty 2704.620090 = -388864.810339
  nChanged 5
		SP:Iteration 47Q (91739.230000 sec): 3 clusters
  Score: Raw -391570.957219 + Penalty 2704.620090 = -388866.337129
  nChanged 2
		SP:Iteration 48Q (91739.440000 sec): 3 clusters
  Score: Raw -391571.491241 + Penalty 2704.620090 = -388866.871151
  nChanged 1
		SP:Iteration 49Q (91739.620000 sec): 3 clusters
  Score: Raw -391571.681457 + Penalty 2704.620090 = -388867.061367
  nChanged 0
		SP:Iteration 50F (91739.830000 sec): 3 clusters
  Score: Raw -391571.681457 + Penalty 2704.620090 = -388867.061367
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91740.000000 sec): 2 clusters
  Score: Raw -1062091.790280 + Penalty 1505.349876 = -1060586.440404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91740.270000 sec): 3 clusters
  Score: Raw -1056079.273427 + Penalty 3010.699753 = -1053068.573674
  nChanged 4595
		SP:Iteration 1F (91740.490000 sec): 3 clusters
  Score: Raw -1058722.795266 + Penalty 3010.699753 = -1055712.095514
  nChanged 748
		SP:Iteration 2F (91740.720000 sec): 3 clusters
  Score: Raw -1059131.008924 + Penalty 3010.699753 = -1056120.309171
  nChanged 626
		SP:Iteration 3F (91740.960000 sec): 3 clusters
  Score: Raw -1059470.387437 + Penalty 3010.699753 = -1056459.687684
  nChanged 590
		SP:Iteration 4F (91741.180000 sec): 3 clusters
  Score: Raw -1059788.487648 + Penalty 3010.699753 = -1056777.787895
  nChanged 532
		SP:Iteration 5F (91741.410000 sec): 3 clusters
  Score: Raw -1060111.342953 + Penalty 3010.699753 = -1057100.643200
  nChanged 548
		SP:Iteration 6F (91741.640000 sec): 3 clusters
  Score: Raw -1060434.940519 + Penalty 3010.699753 = -1057424.240766
  nChanged 486
		SP:Iteration 7Q (91741.940000 sec): 3 clusters
  Score: Raw -1060714.458233 + Penalty 3010.699753 = -1057703.758480
  nChanged 415
		SP:Iteration 8Q (91742.120000 sec): 3 clusters
  Score: Raw -1060925.856366 + Penalty 3010.699753 = -1057915.156613
  nChanged 354
		SP:Iteration 9Q (91742.360000 sec): 3 clusters
  Score: Raw -1061104.100221 + Penalty 3010.699753 = -1058093.400468
  nChanged 323
		SP:Iteration 10Q (91742.570000 sec): 3 clusters
  Score: Raw -1061262.446686 + Penalty 3010.699753 = -1058251.746933
  nChanged 279
		SP:Iteration 11Q (91742.780000 sec): 3 clusters
  Score: Raw -1061378.425957 + Penalty 3010.699753 = -1058367.726204
  nChanged 200
		SP:Iteration 12Q (91743.030000 sec): 3 clusters
  Score: Raw -1061448.941615 + Penalty 3010.699753 = -1058438.241862
  nChanged 159
		SP:Iteration 13Q (91743.180000 sec): 3 clusters
  Score: Raw -1061495.426434 + Penalty 3010.699753 = -1058484.726681
  nChanged 117
		SP:Iteration 14Q (91743.400000 sec): 3 clusters
  Score: Raw -1061528.061064 + Penalty 3010.699753 = -1058517.361311
  nChanged 96
		SP:Iteration 15Q (91743.620000 sec): 3 clusters
  Score: Raw -1061558.311371 + Penalty 3010.699753 = -1058547.611618
  nChanged 107
		SP:Iteration 16Q (91743.880000 sec): 3 clusters
  Score: Raw -1061587.761086 + Penalty 3010.699753 = -1058577.061333
  nChanged 90
		SP:Iteration 17Q (91744.160000 sec): 3 clusters
  Score: Raw -1061612.679261 + Penalty 3010.699753 = -1058601.979509
  nChanged 97
		SP:Iteration 18Q (91744.400000 sec): 3 clusters
  Score: Raw -1061641.021987 + Penalty 3010.699753 = -1058630.322234
  nChanged 100
		SP:Iteration 19Q (91744.640000 sec): 3 clusters
  Score: Raw -1061671.013324 + Penalty 3010.699753 = -1058660.313571
  nChanged 111
		SP:Iteration 20F (91744.900000 sec): 3 clusters
  Score: Raw -1061705.094590 + Penalty 3010.699753 = -1058694.394837
  nChanged 102
		SP:Iteration 21Q (91745.090000 sec): 3 clusters
  Score: Raw -1061740.705936 + Penalty 3010.699753 = -1058730.006183
  nChanged 102
		SP:Iteration 22Q (91745.320000 sec): 3 clusters
  Score: Raw -1061773.899705 + Penalty 3010.699753 = -1058763.199952
  nChanged 106
		SP:Iteration 23Q (91745.550000 sec): 3 clusters
  Score: Raw -1061809.857780 + Penalty 3010.699753 = -1058799.158027
  nChanged 86
		SP:Iteration 24Q (91745.830000 sec): 3 clusters
  Score: Raw -1061834.510746 + Penalty 3010.699753 = -1058823.810993
  nChanged 85
		SP:Iteration 25Q (91746.010000 sec): 3 clusters
  Score: Raw -1061857.997668 + Penalty 3010.699753 = -1058847.297915
  nChanged 90
		SP:Iteration 26Q (91746.280000 sec): 3 clusters
  Score: Raw -1061882.868590 + Penalty 3010.699753 = -1058872.168837
  nChanged 78
		SP:Iteration 27Q (91746.540000 sec): 3 clusters
  Score: Raw -1061908.563757 + Penalty 3010.699753 = -1058897.864004
  nChanged 92
		SP:Iteration 28Q (91746.800000 sec): 3 clusters
  Score: Raw -1061936.971047 + Penalty 3010.699753 = -1058926.271294
  nChanged 77
		SP:Iteration 29Q (91747.030000 sec): 3 clusters
  Score: Raw -1061962.780694 + Penalty 3010.699753 = -1058952.080941
  nChanged 101
		SP:Iteration 30Q (91747.260000 sec): 3 clusters
  Score: Raw -1062008.111457 + Penalty 3010.699753 = -1058997.411704
  nChanged 111
		SP:Iteration 31Q (91747.450000 sec): 3 clusters
  Score: Raw -1062051.603776 + Penalty 3010.699753 = -1059040.904023
  nChanged 92
		SP:Iteration 32Q (91747.690000 sec): 3 clusters
  Score: Raw -1062088.621180 + Penalty 3010.699753 = -1059077.921427
  nChanged 87
		SP:Iteration 33Q (91747.900000 sec): 3 clusters
  Score: Raw -1062114.894428 + Penalty 3010.699753 = -1059104.194676
  nChanged 72
		SP:Iteration 34Q (91748.140000 sec): 3 clusters
  Score: Raw -1062136.857636 + Penalty 3010.699753 = -1059126.157883
  nChanged 79
		SP:Iteration 35Q (91748.400000 sec): 3 clusters
  Score: Raw -1062168.260512 + Penalty 3010.699753 = -1059157.560759
  nChanged 81
		SP:Iteration 36Q (91748.640000 sec): 3 clusters
  Score: Raw -1062195.894978 + Penalty 3010.699753 = -1059185.195225
  nChanged 70
		SP:Iteration 37Q (91748.890000 sec): 3 clusters
  Score: Raw -1062215.260255 + Penalty 3010.699753 = -1059204.560502
  nChanged 69
		SP:Iteration 38Q (91749.120000 sec): 3 clusters
  Score: Raw -1062237.518419 + Penalty 3010.699753 = -1059226.818666
  nChanged 65
		SP:Iteration 39Q (91749.390000 sec): 3 clusters
  Score: Raw -1062260.016251 + Penalty 3010.699753 = -1059249.316498
  nChanged 73
		SP:Iteration 40F (91749.650000 sec): 3 clusters
  Score: Raw -1062287.612745 + Penalty 3010.699753 = -1059276.912992
  nChanged 86
		SP:Iteration 41Q (91749.930000 sec): 3 clusters
  Score: Raw -1062327.695525 + Penalty 3010.699753 = -1059316.995772
  nChanged 84
		SP:Iteration 42Q (91750.150000 sec): 3 clusters
  Score: Raw -1062367.133665 + Penalty 3010.699753 = -1059356.433913
  nChanged 93
		SP:Iteration 43Q (91750.440000 sec): 3 clusters
  Score: Raw -1062403.937279 + Penalty 3010.699753 = -1059393.237526
  nChanged 86
		SP:Iteration 44Q (91750.650000 sec): 3 clusters
  Score: Raw -1062439.940331 + Penalty 3010.699753 = -1059429.240578
  nChanged 73
		SP:Iteration 45Q (91750.900000 sec): 3 clusters
  Score: Raw -1062473.250356 + Penalty 3010.699753 = -1059462.550603
  nChanged 63
		SP:Iteration 46Q (91751.210000 sec): 3 clusters
  Score: Raw -1062497.831801 + Penalty 3010.699753 = -1059487.132048
  nChanged 61
		SP:Iteration 47Q (91751.470000 sec): 3 clusters
  Score: Raw -1062523.147931 + Penalty 3010.699753 = -1059512.448178
  nChanged 56
		SP:Iteration 48Q (91751.710000 sec): 3 clusters
  Score: Raw -1062548.566235 + Penalty 3010.699753 = -1059537.866482
  nChanged 50
		SP:Iteration 49Q (91752.010000 sec): 3 clusters
  Score: Raw -1062567.314088 + Penalty 3010.699753 = -1059556.614335
  nChanged 49
		SP:Iteration 50Q (91752.280000 sec): 3 clusters
  Score: Raw -1062586.098252 + Penalty 3010.699753 = -1059575.398499
  nChanged 54
		SP:Iteration 51Q (91752.580000 sec): 3 clusters
  Score: Raw -1062606.455216 + Penalty 3010.699753 = -1059595.755463
  nChanged 38
		SP:Iteration 52Q (91752.830000 sec): 3 clusters
  Score: Raw -1062619.267667 + Penalty 3010.699753 = -1059608.567914
  nChanged 38
		SP:Iteration 53Q (91753.050000 sec): 3 clusters
  Score: Raw -1062629.726507 + Penalty 3010.699753 = -1059619.026754
  nChanged 27
		SP:Iteration 54Q (91753.350000 sec): 3 clusters
  Score: Raw -1062638.394185 + Penalty 3010.699753 = -1059627.694433
  nChanged 26
		SP:Iteration 55Q (91753.550000 sec): 3 clusters
  Score: Raw -1062648.526491 + Penalty 3010.699753 = -1059637.826739
  nChanged 32
		SP:Iteration 56Q (91753.810000 sec): 3 clusters
  Score: Raw -1062660.424353 + Penalty 3010.699753 = -1059649.724600
  nChanged 26
		SP:Iteration 57Q (91754.030000 sec): 3 clusters
  Score: Raw -1062668.373683 + Penalty 3010.699753 = -1059657.673930
  nChanged 19
		SP:Iteration 58Q (91754.280000 sec): 3 clusters
  Score: Raw -1062673.344381 + Penalty 3010.699753 = -1059662.644628
  nChanged 15
		SP:Iteration 59Q (91754.560000 sec): 3 clusters
  Score: Raw -1062677.094254 + Penalty 3010.699753 = -1059666.394501
  nChanged 16
		SP:Iteration 60F (91754.780000 sec): 3 clusters
  Score: Raw -1062681.486512 + Penalty 3010.699753 = -1059670.786759
  nChanged 15
		SP:Iteration 61Q (91755.010000 sec): 3 clusters
  Score: Raw -1062686.503973 + Penalty 3010.699753 = -1059675.804220
  nChanged 17
		SP:Iteration 62Q (91755.230000 sec): 3 clusters
  Score: Raw -1062691.697317 + Penalty 3010.699753 = -1059680.997564
  nChanged 11
		SP:Iteration 63Q (91755.440000 sec): 3 clusters
  Score: Raw -1062694.931154 + Penalty 3010.699753 = -1059684.231401
  nChanged 11
		SP:Iteration 64Q (91755.640000 sec): 3 clusters
  Score: Raw -1062698.297892 + Penalty 3010.699753 = -1059687.598139
  nChanged 6
		SP:Iteration 65Q (91755.870000 sec): 3 clusters
  Score: Raw -1062699.174558 + Penalty 3010.699753 = -1059688.474805
  nChanged 4
		SP:Iteration 66Q (91756.140000 sec): 3 clusters
  Score: Raw -1062699.752751 + Penalty 3010.699753 = -1059689.052998
  nChanged 6
		SP:Iteration 67Q (91756.360000 sec): 3 clusters
  Score: Raw -1062700.867547 + Penalty 3010.699753 = -1059690.167794
  nChanged 5
		SP:Iteration 68Q (91756.600000 sec): 3 clusters
  Score: Raw -1062701.549600 + Penalty 3010.699753 = -1059690.849847
  nChanged 1
		SP:Iteration 69Q (91756.880000 sec): 3 clusters
  Score: Raw -1062701.594490 + Penalty 3010.699753 = -1059690.894737
  nChanged 0
		SP:Iteration 70F (91757.040000 sec): 3 clusters
  Score: Raw -1062701.594490 + Penalty 3010.699753 = -1059690.894737
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91757.210000 sec): 2 clusters
  Score: Raw -532535.991861 + Penalty 1390.823003 = -531145.168859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91757.420000 sec): 3 clusters
  Score: Raw -529807.516894 + Penalty 2781.646005 = -527025.870889
  nChanged 2127
		SP:Iteration 1F (91757.610000 sec): 3 clusters
  Score: Raw -531017.795649 + Penalty 2781.646005 = -528236.149644
  nChanged 380
		SP:Iteration 2F (91757.790000 sec): 3 clusters
  Score: Raw -531232.359992 + Penalty 2781.646005 = -528450.713987
  nChanged 249
		SP:Iteration 3Q (91758.030000 sec): 3 clusters
  Score: Raw -531358.779208 + Penalty 2781.646005 = -528577.133203
  nChanged 206
		SP:Iteration 4Q (91758.220000 sec): 3 clusters
  Score: Raw -531436.008506 + Penalty 2781.646005 = -528654.362501
  nChanged 151
		SP:Iteration 5Q (91758.410000 sec): 3 clusters
  Score: Raw -531503.676834 + Penalty 2781.646005 = -528722.030829
  nChanged 138
		SP:Iteration 6Q (91758.610000 sec): 3 clusters
  Score: Raw -531566.486516 + Penalty 2781.646005 = -528784.840511
  nChanged 130
		SP:Iteration 7Q (91758.880000 sec): 3 clusters
  Score: Raw -531625.649329 + Penalty 2781.646005 = -528844.003324
  nChanged 126
		SP:Iteration 8Q (91759.090000 sec): 3 clusters
  Score: Raw -531680.107627 + Penalty 2781.646005 = -528898.461622
  nChanged 119
		SP:Iteration 9Q (91759.310000 sec): 3 clusters
  Score: Raw -531737.150635 + Penalty 2781.646005 = -528955.504630
  nChanged 137
		SP:Iteration 10Q (91759.550000 sec): 3 clusters
  Score: Raw -531829.070257 + Penalty 2781.646005 = -529047.424252
  nChanged 152
		SP:Iteration 11Q (91759.810000 sec): 3 clusters
  Score: Raw -531924.420842 + Penalty 2781.646005 = -529142.774837
  nChanged 155
		SP:Iteration 12Q (91760.060000 sec): 3 clusters
  Score: Raw -532011.793423 + Penalty 2781.646005 = -529230.147418
  nChanged 141
		SP:Iteration 13Q (91760.260000 sec): 3 clusters
  Score: Raw -532090.355666 + Penalty 2781.646005 = -529308.709661
  nChanged 138
		SP:Iteration 14Q (91760.470000 sec): 3 clusters
  Score: Raw -532159.292929 + Penalty 2781.646005 = -529377.646924
  nChanged 119
		SP:Iteration 15Q (91760.680000 sec): 3 clusters
  Score: Raw -532215.227988 + Penalty 2781.646005 = -529433.581983
  nChanged 102
		SP:Iteration 16Q (91760.890000 sec): 3 clusters
  Score: Raw -532271.834795 + Penalty 2781.646005 = -529490.188790
  nChanged 92
		SP:Iteration 17Q (91761.090000 sec): 3 clusters
  Score: Raw -532324.685767 + Penalty 2781.646005 = -529543.039762
  nChanged 84
		SP:Iteration 18Q (91761.330000 sec): 3 clusters
  Score: Raw -532364.635743 + Penalty 2781.646005 = -529582.989738
  nChanged 59
		SP:Iteration 19Q (91761.490000 sec): 3 clusters
  Score: Raw -532386.336804 + Penalty 2781.646005 = -529604.690799
  nChanged 46
		SP:Iteration 20F (91761.680000 sec): 3 clusters
  Score: Raw -532408.663318 + Penalty 2781.646005 = -529627.017313
  nChanged 52
		SP:Iteration 21Q (91761.890000 sec): 3 clusters
  Score: Raw -532430.989856 + Penalty 2781.646005 = -529649.343851
  nChanged 45
		SP:Iteration 22Q (91762.050000 sec): 3 clusters
  Score: Raw -532444.602878 + Penalty 2781.646005 = -529662.956873
  nChanged 43
		SP:Iteration 23Q (91762.280000 sec): 3 clusters
  Score: Raw -532460.554305 + Penalty 2781.646005 = -529678.908300
  nChanged 44
		SP:Iteration 24Q (91762.450000 sec): 3 clusters
  Score: Raw -532478.913588 + Penalty 2781.646005 = -529697.267583
  nChanged 44
		SP:Iteration 25Q (91762.660000 sec): 3 clusters
  Score: Raw -532499.747600 + Penalty 2781.646005 = -529718.101595
  nChanged 50
		SP:Iteration 26Q (91762.870000 sec): 3 clusters
  Score: Raw -532524.083840 + Penalty 2781.646005 = -529742.437835
  nChanged 50
		SP:Iteration 27Q (91763.130000 sec): 3 clusters
  Score: Raw -532545.278210 + Penalty 2781.646005 = -529763.632205
  nChanged 48
		SP:Iteration 28Q (91763.300000 sec): 3 clusters
  Score: Raw -532564.065787 + Penalty 2781.646005 = -529782.419782
  nChanged 45
		SP:Iteration 29Q (91763.530000 sec): 3 clusters
  Score: Raw -532582.539656 + Penalty 2781.646005 = -529800.893651
  nChanged 49
		SP:Iteration 30Q (91763.780000 sec): 3 clusters
  Score: Raw -532601.979876 + Penalty 2781.646005 = -529820.333871
  nChanged 46
		SP:Iteration 31Q (91764.010000 sec): 3 clusters
  Score: Raw -532617.306763 + Penalty 2781.646005 = -529835.660758
  nChanged 32
		SP:Iteration 32Q (91764.250000 sec): 3 clusters
  Score: Raw -532628.532675 + Penalty 2781.646005 = -529846.886670
  nChanged 29
		SP:Iteration 33Q (91764.460000 sec): 3 clusters
  Score: Raw -532636.740709 + Penalty 2781.646005 = -529855.094704
  nChanged 21
		SP:Iteration 34Q (91764.680000 sec): 3 clusters
  Score: Raw -532641.291483 + Penalty 2781.646005 = -529859.645478
  nChanged 21
		SP:Iteration 35Q (91764.880000 sec): 3 clusters
  Score: Raw -532647.765693 + Penalty 2781.646005 = -529866.119688
  nChanged 16
		SP:Iteration 36Q (91765.070000 sec): 3 clusters
  Score: Raw -532652.754812 + Penalty 2781.646005 = -529871.108807
  nChanged 15
		SP:Iteration 37Q (91765.270000 sec): 3 clusters
  Score: Raw -532657.276503 + Penalty 2781.646005 = -529875.630498
  nChanged 15
		SP:Iteration 38Q (91765.480000 sec): 3 clusters
  Score: Raw -532660.986796 + Penalty 2781.646005 = -529879.340791
  nChanged 12
		SP:Iteration 39Q (91765.710000 sec): 3 clusters
  Score: Raw -532664.270206 + Penalty 2781.646005 = -529882.624201
  nChanged 14
		SP:Iteration 40F (91765.880000 sec): 3 clusters
  Score: Raw -532668.106018 + Penalty 2781.646005 = -529886.460013
  nChanged 17
		SP:Iteration 41Q (91766.070000 sec): 3 clusters
  Score: Raw -532673.271908 + Penalty 2781.646005 = -529891.625903
  nChanged 18
		SP:Iteration 42Q (91766.280000 sec): 3 clusters
  Score: Raw -532679.043296 + Penalty 2781.646005 = -529897.397291
  nChanged 15
		SP:Iteration 43Q (91766.500000 sec): 3 clusters
  Score: Raw -532683.111401 + Penalty 2781.646005 = -529901.465396
  nChanged 13
		SP:Iteration 44Q (91766.700000 sec): 3 clusters
  Score: Raw -532686.700133 + Penalty 2781.646005 = -529905.054128
  nChanged 15
		SP:Iteration 45Q (91766.900000 sec): 3 clusters
  Score: Raw -532690.213494 + Penalty 2781.646005 = -529908.567489
  nChanged 8
		SP:Iteration 46Q (91767.060000 sec): 3 clusters
  Score: Raw -532691.682179 + Penalty 2781.646005 = -529910.036174
  nChanged 6
		SP:Iteration 47Q (91767.230000 sec): 3 clusters
  Score: Raw -532692.926569 + Penalty 2781.646005 = -529911.280564
  nChanged 5
		SP:Iteration 48Q (91767.400000 sec): 3 clusters
  Score: Raw -532694.053748 + Penalty 2781.646005 = -529912.407743
  nChanged 1
		SP:Iteration 49Q (91767.600000 sec): 3 clusters
  Score: Raw -532694.167520 + Penalty 2781.646005 = -529912.521515
  nChanged 0
		SP:Iteration 50F (91767.820000 sec): 3 clusters
  Score: Raw -532694.167520 + Penalty 2781.646005 = -529912.521515
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91767.950000 sec): 2 clusters
  Score: Raw -270332.803116 + Penalty 1283.853450 = -269048.949666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91768.090000 sec): 3 clusters
  Score: Raw -269135.431504 + Penalty 2567.706899 = -266567.724605
  nChanged 981
		SP:Iteration 1F (91768.310000 sec): 3 clusters
  Score: Raw -269733.983942 + Penalty 2567.706899 = -267166.277043
  nChanged 223
		SP:Iteration 2F (91768.510000 sec): 3 clusters
  Score: Raw -269905.334460 + Penalty 2567.706899 = -267337.627561
  nChanged 179
		SP:Iteration 3F (91768.700000 sec): 3 clusters
  Score: Raw -270053.215251 + Penalty 2567.706899 = -267485.508352
  nChanged 176
		SP:Iteration 4F (91768.870000 sec): 3 clusters
  Score: Raw -270241.552624 + Penalty 2567.706899 = -267673.845724
  nChanged 197
		SP:Iteration 5F (91769.070000 sec): 3 clusters
  Score: Raw -270506.262367 + Penalty 2567.706899 = -267938.555468
  nChanged 191
		SP:Iteration 6F (91769.260000 sec): 3 clusters
  Score: Raw -270798.245584 + Penalty 2567.706899 = -268230.538684
  nChanged 160
		SP:Iteration 7F (91769.440000 sec): 3 clusters
  Score: Raw -271084.388382 + Penalty 2567.706899 = -268516.681483
  nChanged 156
		SP:Iteration 8F (91769.610000 sec): 3 clusters
  Score: Raw -271280.095223 + Penalty 2567.706899 = -268712.388324
  nChanged 99
		SP:Iteration 9Q (91769.790000 sec): 3 clusters
  Score: Raw -271382.581754 + Penalty 2567.706899 = -268814.874855
  nChanged 62
		SP:Iteration 10Q (91769.960000 sec): 3 clusters
  Score: Raw -271428.878529 + Penalty 2567.706899 = -268861.171630
  nChanged 46
		SP:Iteration 11Q (91770.130000 sec): 3 clusters
  Score: Raw -271454.924375 + Penalty 2567.706899 = -268887.217476
  nChanged 30
		SP:Iteration 12Q (91770.360000 sec): 3 clusters
  Score: Raw -271471.473949 + Penalty 2567.706899 = -268903.767050
  nChanged 24
		SP:Iteration 13Q (91770.560000 sec): 3 clusters
  Score: Raw -271484.892612 + Penalty 2567.706899 = -268917.185713
  nChanged 15
		SP:Iteration 14Q (91770.810000 sec): 3 clusters
  Score: Raw -271492.416146 + Penalty 2567.706899 = -268924.709247
  nChanged 10
		SP:Iteration 15Q (91771.020000 sec): 3 clusters
  Score: Raw -271496.527787 + Penalty 2567.706899 = -268928.820888
  nChanged 5
		SP:Iteration 16Q (91771.250000 sec): 3 clusters
  Score: Raw -271497.731654 + Penalty 2567.706899 = -268930.024755
  nChanged 3
		SP:Iteration 17Q (91771.390000 sec): 3 clusters
  Score: Raw -271498.751507 + Penalty 2567.706899 = -268931.044607
  nChanged 4
		SP:Iteration 18Q (91771.600000 sec): 3 clusters
  Score: Raw -271500.879096 + Penalty 2567.706899 = -268933.172197
  nChanged 4
		SP:Iteration 19Q (91771.780000 sec): 3 clusters
  Score: Raw -271501.977431 + Penalty 2567.706899 = -268934.270532
  nChanged 3
		SP:Iteration 20F (91771.980000 sec): 3 clusters
  Score: Raw -271502.714624 + Penalty 2567.706899 = -268935.007724
  nChanged 2
		SP:Iteration 21Q (91772.140000 sec): 3 clusters
  Score: Raw -271503.490034 + Penalty 2567.706899 = -268935.783135
  nChanged 1
		SP:Iteration 22Q (91772.330000 sec): 3 clusters
  Score: Raw -271503.734775 + Penalty 2567.706899 = -268936.027876
  nChanged 1
		SP:Iteration 23Q (91772.500000 sec): 3 clusters
  Score: Raw -271503.975745 + Penalty 2567.706899 = -268936.268846
  nChanged 1
		SP:Iteration 24Q (91772.620000 sec): 3 clusters
  Score: Raw -271504.209313 + Penalty 2567.706899 = -268936.502414
  nChanged 0
		SP:Iteration 25F (91772.800000 sec): 3 clusters
  Score: Raw -271504.209313 + Penalty 2567.706899 = -268936.502414
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (415701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91774.580000 sec): 2 clusters
  Score: Raw -43501738.865472 + Penalty 2102.379749 = -43499636.485723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91776.580000 sec): 3 clusters
  Score: Raw -43222888.312715 + Penalty 4204.759498 = -43218683.553217
  nChanged 203312
		SP:Iteration 1F (91778.450000 sec): 3 clusters
  Score: Raw -43346271.603633 + Penalty 4204.759498 = -43342066.844136
  nChanged 12466
		SP:Iteration 2Q (91780.610000 sec): 3 clusters
  Score: Raw -43349794.362633 + Penalty 4204.759498 = -43345589.603136
  nChanged 14991
		SP:Iteration 3Q (91782.760000 sec): 3 clusters
  Score: Raw -43355079.225906 + Penalty 4204.759498 = -43350874.466409
  nChanged 18666
		SP:Iteration 4Q (91784.880000 sec): 3 clusters
  Score: Raw -43363627.715281 + Penalty 4204.759498 = -43359422.955783
  nChanged 23328
		SP:Iteration 5F (91786.800000 sec): 3 clusters
  Score: Raw -43377313.110441 + Penalty 4204.759498 = -43373108.350943
  nChanged 27812
		SP:Iteration 6F (91789.310000 sec): 3 clusters
  Score: Raw -43397405.176550 + Penalty 4204.759498 = -43393200.417053
  nChanged 29601
		SP:Iteration 7F (91791.200000 sec): 3 clusters
  Score: Raw -43421968.690237 + Penalty 4204.759498 = -43417763.930740
  nChanged 26717
		SP:Iteration 8F (91793.040000 sec): 3 clusters
  Score: Raw -43444788.710066 + Penalty 4204.759498 = -43440583.950569
  nChanged 20650
		SP:Iteration 9Q (91795.100000 sec): 3 clusters
  Score: Raw -43461971.664385 + Penalty 4204.759498 = -43457766.904887
  nChanged 15389
		SP:Iteration 10Q (91796.940000 sec): 3 clusters
  Score: Raw -43474188.567224 + Penalty 4204.759498 = -43469983.807727
  nChanged 11591
		SP:Iteration 11Q (91798.740000 sec): 3 clusters
  Score: Raw -43483094.700833 + Penalty 4204.759498 = -43478889.941335
  nChanged 8783
		SP:Iteration 12Q (91800.480000 sec): 3 clusters
  Score: Raw -43489702.914775 + Penalty 4204.759498 = -43485498.155277
  nChanged 6412
		SP:Iteration 13Q (91802.160000 sec): 3 clusters
  Score: Raw -43494404.779867 + Penalty 4204.759498 = -43490200.020369
  nChanged 4398
		SP:Iteration 14Q (91803.750000 sec): 3 clusters
  Score: Raw -43497568.701500 + Penalty 4204.759498 = -43493363.942002
  nChanged 2854
		SP:Iteration 15Q (91805.290000 sec): 3 clusters
  Score: Raw -43499540.386366 + Penalty 4204.759498 = -43495335.626868
  nChanged 1676
		SP:Iteration 16Q (91806.910000 sec): 3 clusters
  Score: Raw -43500634.047797 + Penalty 4204.759498 = -43496429.288300
  nChanged 960
		SP:Iteration 17Q (91808.750000 sec): 3 clusters
  Score: Raw -43501220.938986 + Penalty 4204.759498 = -43497016.179489
  nChanged 528
		SP:Iteration 18Q (91810.390000 sec): 3 clusters
  Score: Raw -43501517.484477 + Penalty 4204.759498 = -43497312.724980
  nChanged 314
		SP:Iteration 19Q (91812.030000 sec): 3 clusters
  Score: Raw -43501690.847007 + Penalty 4204.759498 = -43497486.087510
  nChanged 224
		SP:Iteration 20F (91813.860000 sec): 3 clusters
  Score: Raw -43501809.284100 + Penalty 4204.759498 = -43497604.524602
  nChanged 145
		SP:Iteration 21Q (91815.450000 sec): 3 clusters
  Score: Raw -43501888.249085 + Penalty 4204.759498 = -43497683.489587
  nChanged 110
		SP:Iteration 22Q (91816.990000 sec): 3 clusters
  Score: Raw -43501949.328201 + Penalty 4204.759498 = -43497744.568703
  nChanged 78
		SP:Iteration 23Q (91818.500000 sec): 3 clusters
  Score: Raw -43501989.985565 + Penalty 4204.759498 = -43497785.226068
  nChanged 45
		SP:Iteration 24Q (91820.090000 sec): 3 clusters
  Score: Raw -43502015.937624 + Penalty 4204.759498 = -43497811.178127
  nChanged 26
		SP:Iteration 25Q (91821.620000 sec): 3 clusters
  Score: Raw -43502027.101131 + Penalty 4204.759498 = -43497822.341634
  nChanged 20
		SP:Iteration 26Q (91823.090000 sec): 3 clusters
  Score: Raw -43502035.554981 + Penalty 4204.759498 = -43497830.795483
  nChanged 15
		SP:Iteration 27Q (91824.700000 sec): 3 clusters
  Score: Raw -43502041.391968 + Penalty 4204.759498 = -43497836.632470
  nChanged 14
		SP:Iteration 28Q (91826.560000 sec): 3 clusters
  Score: Raw -43502047.192140 + Penalty 4204.759498 = -43497842.432642
  nChanged 9
		SP:Iteration 29Q (91828.800000 sec): 3 clusters
  Score: Raw -43502051.710847 + Penalty 4204.759498 = -43497846.951350
  nChanged 11
		SP:Iteration 30Q (91830.390000 sec): 3 clusters
  Score: Raw -43502055.573457 + Penalty 4204.759498 = -43497850.813960
  nChanged 9
		SP:Iteration 31Q (91832.170000 sec): 3 clusters
  Score: Raw -43502058.959398 + Penalty 4204.759498 = -43497854.199900
  nChanged 4
		SP:Iteration 32Q (91833.770000 sec): 3 clusters
  Score: Raw -43502060.535257 + Penalty 4204.759498 = -43497855.775759
  nChanged 4
		SP:Iteration 33Q (91835.370000 sec): 3 clusters
  Score: Raw -43502062.014912 + Penalty 4204.759498 = -43497857.255415
  nChanged 3
		SP:Iteration 34Q (91836.880000 sec): 3 clusters
  Score: Raw -43502062.513577 + Penalty 4204.759498 = -43497857.754080
  nChanged 0
		SP:Iteration 35F (91838.790000 sec): 3 clusters
  Score: Raw -43502062.513577 + Penalty 4204.759498 = -43497857.754080
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91839.170000 sec): 2 clusters
  Score: Raw -2506038.412875 + Penalty 1634.753430 = -2504403.659445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91839.420000 sec): 3 clusters
  Score: Raw -2491812.897259 + Penalty 3269.506859 = -2488543.390400
  nChanged 10706
		SP:Iteration 1F (91839.740000 sec): 3 clusters
  Score: Raw -2497748.291547 + Penalty 3269.506859 = -2494478.784688
  nChanged 1076
		SP:Iteration 2Q (91840.020000 sec): 3 clusters
  Score: Raw -2498133.208881 + Penalty 3269.506859 = -2494863.702021
  nChanged 1080
		SP:Iteration 3Q (91840.300000 sec): 3 clusters
  Score: Raw -2498537.904183 + Penalty 3269.506859 = -2495268.397324
  nChanged 1089
		SP:Iteration 4Q (91840.550000 sec): 3 clusters
  Score: Raw -2498994.589549 + Penalty 3269.506859 = -2495725.082690
  nChanged 1174
		SP:Iteration 5F (91840.840000 sec): 3 clusters
  Score: Raw -2499551.211822 + Penalty 3269.506859 = -2496281.704963
  nChanged 1288
		SP:Iteration 6F (91841.130000 sec): 3 clusters
  Score: Raw -2500214.968983 + Penalty 3269.506859 = -2496945.462124
  nChanged 1272
		SP:Iteration 7F (91841.410000 sec): 3 clusters
  Score: Raw -2500910.367646 + Penalty 3269.506859 = -2497640.860787
  nChanged 1280
		SP:Iteration 8F (91841.670000 sec): 3 clusters
  Score: Raw -2501688.395253 + Penalty 3269.506859 = -2498418.888393
  nChanged 1265
		SP:Iteration 9F (91841.970000 sec): 3 clusters
  Score: Raw -2502528.406030 + Penalty 3269.506859 = -2499258.899171
  nChanged 1177
		SP:Iteration 10F (91842.230000 sec): 3 clusters
  Score: Raw -2503363.718547 + Penalty 3269.506859 = -2500094.211688
  nChanged 1090
		SP:Iteration 11Q (91842.500000 sec): 3 clusters
  Score: Raw -2504188.403518 + Penalty 3269.506859 = -2500918.896659
  nChanged 916
		SP:Iteration 12Q (91842.770000 sec): 3 clusters
  Score: Raw -2504920.062114 + Penalty 3269.506859 = -2501650.555255
  nChanged 666
		SP:Iteration 13Q (91843.080000 sec): 3 clusters
  Score: Raw -2505434.869100 + Penalty 3269.506859 = -2502165.362241
  nChanged 403
		SP:Iteration 14Q (91843.360000 sec): 3 clusters
  Score: Raw -2505756.720405 + Penalty 3269.506859 = -2502487.213546
  nChanged 244
		SP:Iteration 15Q (91843.730000 sec): 3 clusters
  Score: Raw -2505952.831780 + Penalty 3269.506859 = -2502683.324921
  nChanged 137
		SP:Iteration 16Q (91844.030000 sec): 3 clusters
  Score: Raw -2506072.321509 + Penalty 3269.506859 = -2502802.814650
  nChanged 84
		SP:Iteration 17Q (91844.310000 sec): 3 clusters
  Score: Raw -2506137.062863 + Penalty 3269.506859 = -2502867.556004
  nChanged 50
		SP:Iteration 18Q (91844.550000 sec): 3 clusters
  Score: Raw -2506182.244886 + Penalty 3269.506859 = -2502912.738026
  nChanged 22
		SP:Iteration 19Q (91844.850000 sec): 3 clusters
  Score: Raw -2506202.399212 + Penalty 3269.506859 = -2502932.892352
  nChanged 16
		SP:Iteration 20F (91845.130000 sec): 3 clusters
  Score: Raw -2506216.589177 + Penalty 3269.506859 = -2502947.082317
  nChanged 13
		SP:Iteration 21Q (91845.450000 sec): 3 clusters
  Score: Raw -2506229.870451 + Penalty 3269.506859 = -2502960.363591
  nChanged 15
		SP:Iteration 22Q (91845.720000 sec): 3 clusters
  Score: Raw -2506239.289016 + Penalty 3269.506859 = -2502969.782156
  nChanged 9
		SP:Iteration 23Q (91845.990000 sec): 3 clusters
  Score: Raw -2506246.013753 + Penalty 3269.506859 = -2502976.506894
  nChanged 9
		SP:Iteration 24Q (91846.290000 sec): 3 clusters
  Score: Raw -2506254.121581 + Penalty 3269.506859 = -2502984.614722
  nChanged 4
		SP:Iteration 25Q (91846.520000 sec): 3 clusters
  Score: Raw -2506258.544624 + Penalty 3269.506859 = -2502989.037765
  nChanged 3
		SP:Iteration 26Q (91846.810000 sec): 3 clusters
  Score: Raw -2506261.048945 + Penalty 3269.506859 = -2502991.542086
  nChanged 3
		SP:Iteration 27Q (91847.100000 sec): 3 clusters
  Score: Raw -2506262.913464 + Penalty 3269.506859 = -2502993.406604
  nChanged 0
		SP:Iteration 28F (91847.360000 sec): 3 clusters
  Score: Raw -2506262.913464 + Penalty 3269.506859 = -2502993.406604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91847.550000 sec): 2 clusters
  Score: Raw -2163140.916041 + Penalty 1624.427490 = -2161516.488551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91847.860000 sec): 3 clusters
  Score: Raw -2149758.649129 + Penalty 3248.854979 = -2146509.794150
  nChanged 9941
		SP:Iteration 1F (91848.130000 sec): 3 clusters
  Score: Raw -2155484.191713 + Penalty 3248.854979 = -2152235.336734
  nChanged 1256
		SP:Iteration 2F (91848.430000 sec): 3 clusters
  Score: Raw -2156134.268524 + Penalty 3248.854979 = -2152885.413545
  nChanged 1268
		SP:Iteration 3F (91848.690000 sec): 3 clusters
  Score: Raw -2156759.066512 + Penalty 3248.854979 = -2153510.211533
  nChanged 1240
		SP:Iteration 4F (91848.920000 sec): 3 clusters
  Score: Raw -2157339.695465 + Penalty 3248.854979 = -2154090.840486
  nChanged 1167
		SP:Iteration 5F (91849.160000 sec): 3 clusters
  Score: Raw -2157919.603614 + Penalty 3248.854979 = -2154670.748635
  nChanged 1107
		SP:Iteration 6F (91849.450000 sec): 3 clusters
  Score: Raw -2158520.844592 + Penalty 3248.854979 = -2155271.989612
  nChanged 1105
		SP:Iteration 7F (91849.700000 sec): 3 clusters
  Score: Raw -2159158.398457 + Penalty 3248.854979 = -2155909.543477
  nChanged 997
		SP:Iteration 8Q (91849.950000 sec): 3 clusters
  Score: Raw -2159768.453872 + Penalty 3248.854979 = -2156519.598892
  nChanged 926
		SP:Iteration 9Q (91850.230000 sec): 3 clusters
  Score: Raw -2160303.770698 + Penalty 3248.854979 = -2157054.915719
  nChanged 833
		SP:Iteration 10Q (91850.490000 sec): 3 clusters
  Score: Raw -2160783.120869 + Penalty 3248.854979 = -2157534.265890
  nChanged 742
		SP:Iteration 11Q (91850.740000 sec): 3 clusters
  Score: Raw -2161201.037946 + Penalty 3248.854979 = -2157952.182967
  nChanged 664
		SP:Iteration 12Q (91850.990000 sec): 3 clusters
  Score: Raw -2161581.878468 + Penalty 3248.854979 = -2158333.023489
  nChanged 613
		SP:Iteration 13Q (91851.270000 sec): 3 clusters
  Score: Raw -2161951.656265 + Penalty 3248.854979 = -2158702.801286
  nChanged 602
		SP:Iteration 14Q (91851.560000 sec): 3 clusters
  Score: Raw -2162323.733055 + Penalty 3248.854979 = -2159074.878076
  nChanged 561
		SP:Iteration 15Q (91851.790000 sec): 3 clusters
  Score: Raw -2162625.398420 + Penalty 3248.854979 = -2159376.543441
  nChanged 472
		SP:Iteration 16Q (91852.050000 sec): 3 clusters
  Score: Raw -2162854.408260 + Penalty 3248.854979 = -2159605.553280
  nChanged 408
		SP:Iteration 17Q (91852.300000 sec): 3 clusters
  Score: Raw -2163034.491745 + Penalty 3248.854979 = -2159785.636766
  nChanged 375
		SP:Iteration 18Q (91852.610000 sec): 3 clusters
  Score: Raw -2163185.670197 + Penalty 3248.854979 = -2159936.815218
  nChanged 324
		SP:Iteration 19Q (91852.880000 sec): 3 clusters
  Score: Raw -2163301.944466 + Penalty 3248.854979 = -2160053.089487
  nChanged 283
		SP:Iteration 20F (91853.210000 sec): 3 clusters
  Score: Raw -2163395.826776 + Penalty 3248.854979 = -2160146.971797
  nChanged 238
		SP:Iteration 21Q (91853.450000 sec): 3 clusters
  Score: Raw -2163460.876159 + Penalty 3248.854979 = -2160212.021180
  nChanged 197
		SP:Iteration 22Q (91853.730000 sec): 3 clusters
  Score: Raw -2163512.959426 + Penalty 3248.854979 = -2160264.104447
  nChanged 172
		SP:Iteration 23Q (91854.020000 sec): 3 clusters
  Score: Raw -2163552.110070 + Penalty 3248.854979 = -2160303.255090
  nChanged 141
		SP:Iteration 24Q (91854.310000 sec): 3 clusters
  Score: Raw -2163578.711111 + Penalty 3248.854979 = -2160329.856131
  nChanged 106
		SP:Iteration 25Q (91854.590000 sec): 3 clusters
  Score: Raw -2163596.879823 + Penalty 3248.854979 = -2160348.024843
  nChanged 85
		SP:Iteration 26Q (91854.890000 sec): 3 clusters
  Score: Raw -2163611.453209 + Penalty 3248.854979 = -2160362.598230
  nChanged 83
		SP:Iteration 27Q (91855.150000 sec): 3 clusters
  Score: Raw -2163623.389960 + Penalty 3248.854979 = -2160374.534980
  nChanged 70
		SP:Iteration 28Q (91855.410000 sec): 3 clusters
  Score: Raw -2163633.381014 + Penalty 3248.854979 = -2160384.526035
  nChanged 53
		SP:Iteration 29Q (91855.690000 sec): 3 clusters
  Score: Raw -2163641.017573 + Penalty 3248.854979 = -2160392.162593
  nChanged 64
		SP:Iteration 30Q (91855.920000 sec): 3 clusters
  Score: Raw -2163649.709489 + Penalty 3248.854979 = -2160400.854509
  nChanged 51
		SP:Iteration 31Q (91856.250000 sec): 3 clusters
  Score: Raw -2163656.908284 + Penalty 3248.854979 = -2160408.053304
  nChanged 56
		SP:Iteration 32Q (91856.510000 sec): 3 clusters
  Score: Raw -2163664.215275 + Penalty 3248.854979 = -2160415.360296
  nChanged 42
		SP:Iteration 33Q (91856.810000 sec): 3 clusters
  Score: Raw -2163668.189885 + Penalty 3248.854979 = -2160419.334905
  nChanged 39
		SP:Iteration 34Q (91857.140000 sec): 3 clusters
  Score: Raw -2163671.194745 + Penalty 3248.854979 = -2160422.339766
  nChanged 28
		SP:Iteration 35Q (91857.420000 sec): 3 clusters
  Score: Raw -2163673.850762 + Penalty 3248.854979 = -2160424.995783
  nChanged 33
		SP:Iteration 36Q (91857.700000 sec): 3 clusters
  Score: Raw -2163676.591773 + Penalty 3248.854979 = -2160427.736793
  nChanged 25
		SP:Iteration 37Q (91857.980000 sec): 3 clusters
  Score: Raw -2163678.440347 + Penalty 3248.854979 = -2160429.585368
  nChanged 25
		SP:Iteration 38Q (91858.330000 sec): 3 clusters
  Score: Raw -2163680.479141 + Penalty 3248.854979 = -2160431.624161
  nChanged 22
		SP:Iteration 39Q (91858.570000 sec): 3 clusters
  Score: Raw -2163682.251698 + Penalty 3248.854979 = -2160433.396719
  nChanged 24
		SP:Iteration 40F (91858.900000 sec): 3 clusters
  Score: Raw -2163684.044950 + Penalty 3248.854979 = -2160435.189971
  nChanged 16
		SP:Iteration 41Q (91859.170000 sec): 3 clusters
  Score: Raw -2163685.473222 + Penalty 3248.854979 = -2160436.618243
  nChanged 15
		SP:Iteration 42Q (91859.440000 sec): 3 clusters
  Score: Raw -2163686.386785 + Penalty 3248.854979 = -2160437.531805
  nChanged 12
		SP:Iteration 43Q (91859.680000 sec): 3 clusters
  Score: Raw -2163686.932870 + Penalty 3248.854979 = -2160438.077891
  nChanged 4
		SP:Iteration 44Q (91859.960000 sec): 3 clusters
  Score: Raw -2163687.098284 + Penalty 3248.854979 = -2160438.243305
  nChanged 5
		SP:Iteration 45Q (91860.230000 sec): 3 clusters
  Score: Raw -2163687.373076 + Penalty 3248.854979 = -2160438.518097
  nChanged 8
		SP:Iteration 46Q (91860.540000 sec): 3 clusters
  Score: Raw -2163687.919284 + Penalty 3248.854979 = -2160439.064304
  nChanged 8
		SP:Iteration 47Q (91860.810000 sec): 3 clusters
  Score: Raw -2163688.459530 + Penalty 3248.854979 = -2160439.604550
  nChanged 9
		SP:Iteration 48Q (91861.200000 sec): 3 clusters
  Score: Raw -2163688.988880 + Penalty 3248.854979 = -2160440.133901
  nChanged 12
		SP:Iteration 49Q (91861.520000 sec): 3 clusters
  Score: Raw -2163689.566628 + Penalty 3248.854979 = -2160440.711648
  nChanged 10
		SP:Iteration 50Q (91861.800000 sec): 3 clusters
  Score: Raw -2163690.186926 + Penalty 3248.854979 = -2160441.331946
  nChanged 7
		SP:Iteration 51Q (91862.110000 sec): 3 clusters
  Score: Raw -2163690.514189 + Penalty 3248.854979 = -2160441.659210
  nChanged 6
		SP:Iteration 52Q (91862.420000 sec): 3 clusters
  Score: Raw -2163690.956004 + Penalty 3248.854979 = -2160442.101025
  nChanged 10
		SP:Iteration 53Q (91862.700000 sec): 3 clusters
  Score: Raw -2163691.475742 + Penalty 3248.854979 = -2160442.620762
  nChanged 8
		SP:Iteration 54Q (91863.000000 sec): 3 clusters
  Score: Raw -2163691.927376 + Penalty 3248.854979 = -2160443.072397
  nChanged 8
		SP:Iteration 55Q (91863.260000 sec): 3 clusters
  Score: Raw -2163692.380276 + Penalty 3248.854979 = -2160443.525296
  nChanged 6
		SP:Iteration 56Q (91863.550000 sec): 3 clusters
  Score: Raw -2163692.652477 + Penalty 3248.854979 = -2160443.797497
  nChanged 3
		SP:Iteration 57Q (91863.790000 sec): 3 clusters
  Score: Raw -2163692.750890 + Penalty 3248.854979 = -2160443.895911
  nChanged 3
		SP:Iteration 58Q (91864.080000 sec): 3 clusters
  Score: Raw -2163692.942858 + Penalty 3248.854979 = -2160444.087879
  nChanged 3
		SP:Iteration 59Q (91864.340000 sec): 3 clusters
  Score: Raw -2163693.041422 + Penalty 3248.854979 = -2160444.186443
  nChanged 1
		SP:Iteration 60F (91864.660000 sec): 3 clusters
  Score: Raw -2163693.070811 + Penalty 3248.854979 = -2160444.215832
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91864.750000 sec): 2 clusters
  Score: Raw -375316.292153 + Penalty 1345.285851 = -373971.006302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91864.980000 sec): 3 clusters
  Score: Raw -373345.329531 + Penalty 2690.571703 = -370654.757828
  nChanged 1516
		SP:Iteration 1F (91865.180000 sec): 3 clusters
  Score: Raw -374246.654725 + Penalty 2690.571703 = -371556.083022
  nChanged 350
		SP:Iteration 2F (91865.340000 sec): 3 clusters
  Score: Raw -374530.330505 + Penalty 2690.571703 = -371839.758802
  nChanged 314
		SP:Iteration 3F (91865.520000 sec): 3 clusters
  Score: Raw -374821.800161 + Penalty 2690.571703 = -372131.228458
  nChanged 287
		SP:Iteration 4F (91865.700000 sec): 3 clusters
  Score: Raw -375154.620549 + Penalty 2690.571703 = -372464.048846
  nChanged 248
		SP:Iteration 5F (91865.860000 sec): 3 clusters
  Score: Raw -375443.947712 + Penalty 2690.571703 = -372753.376009
  nChanged 207
		SP:Iteration 6F (91866.030000 sec): 3 clusters
  Score: Raw -375645.954868 + Penalty 2690.571703 = -372955.383165
  nChanged 172
		SP:Iteration 7Q (91866.220000 sec): 3 clusters
  Score: Raw -375821.992654 + Penalty 2690.571703 = -373131.420951
  nChanged 137
		SP:Iteration 8Q (91866.380000 sec): 3 clusters
  Score: Raw -375921.705153 + Penalty 2690.571703 = -373231.133450
  nChanged 102
		SP:Iteration 9Q (91866.600000 sec): 3 clusters
  Score: Raw -375980.098816 + Penalty 2690.571703 = -373289.527113
  nChanged 67
		SP:Iteration 10Q (91866.750000 sec): 3 clusters
  Score: Raw -376011.464548 + Penalty 2690.571703 = -373320.892845
  nChanged 56
		SP:Iteration 11Q (91866.940000 sec): 3 clusters
  Score: Raw -376033.066956 + Penalty 2690.571703 = -373342.495253
  nChanged 32
		SP:Iteration 12Q (91867.120000 sec): 3 clusters
  Score: Raw -376045.608305 + Penalty 2690.571703 = -373355.036602
  nChanged 26
		SP:Iteration 13Q (91867.320000 sec): 3 clusters
  Score: Raw -376054.352871 + Penalty 2690.571703 = -373363.781169
  nChanged 20
		SP:Iteration 14Q (91867.500000 sec): 3 clusters
  Score: Raw -376063.003255 + Penalty 2690.571703 = -373372.431552
  nChanged 20
		SP:Iteration 15Q (91867.680000 sec): 3 clusters
  Score: Raw -376072.636645 + Penalty 2690.571703 = -373382.064942
  nChanged 22
		SP:Iteration 16Q (91867.820000 sec): 3 clusters
  Score: Raw -376084.716484 + Penalty 2690.571703 = -373394.144781
  nChanged 21
		SP:Iteration 17Q (91868.040000 sec): 3 clusters
  Score: Raw -376092.876573 + Penalty 2690.571703 = -373402.304870
  nChanged 17
		SP:Iteration 18Q (91868.210000 sec): 3 clusters
  Score: Raw -376098.647980 + Penalty 2690.571703 = -373408.076277
  nChanged 16
		SP:Iteration 19Q (91868.400000 sec): 3 clusters
  Score: Raw -376102.783401 + Penalty 2690.571703 = -373412.211698
  nChanged 12
		SP:Iteration 20F (91868.580000 sec): 3 clusters
  Score: Raw -376106.589156 + Penalty 2690.571703 = -373416.017453
  nChanged 18
		SP:Iteration 21Q (91868.780000 sec): 3 clusters
  Score: Raw -376112.423112 + Penalty 2690.571703 = -373421.851409
  nChanged 18
		SP:Iteration 22Q (91868.980000 sec): 3 clusters
  Score: Raw -376116.594447 + Penalty 2690.571703 = -373426.022745
  nChanged 14
		SP:Iteration 23Q (91869.140000 sec): 3 clusters
  Score: Raw -376119.750247 + Penalty 2690.571703 = -373429.178544
  nChanged 10
		SP:Iteration 24Q (91869.330000 sec): 3 clusters
  Score: Raw -376121.840317 + Penalty 2690.571703 = -373431.268614
  nChanged 11
		SP:Iteration 25Q (91869.480000 sec): 3 clusters
  Score: Raw -376124.340358 + Penalty 2690.571703 = -373433.768655
  nChanged 7
		SP:Iteration 26Q (91869.660000 sec): 3 clusters
  Score: Raw -376125.476008 + Penalty 2690.571703 = -373434.904306
  nChanged 7
		SP:Iteration 27Q (91869.820000 sec): 3 clusters
  Score: Raw -376126.996483 + Penalty 2690.571703 = -373436.424780
  nChanged 3
		SP:Iteration 28Q (91870.030000 sec): 3 clusters
  Score: Raw -376128.023767 + Penalty 2690.571703 = -373437.452064
  nChanged 4
		SP:Iteration 29Q (91870.180000 sec): 3 clusters
  Score: Raw -376129.006408 + Penalty 2690.571703 = -373438.434705
  nChanged 3
		SP:Iteration 30Q (91870.400000 sec): 3 clusters
  Score: Raw -376130.087676 + Penalty 2690.571703 = -373439.515973
  nChanged 7
		SP:Iteration 31Q (91870.580000 sec): 3 clusters
  Score: Raw -376132.863402 + Penalty 2690.571703 = -373442.291699
  nChanged 7
		SP:Iteration 32Q (91870.750000 sec): 3 clusters
  Score: Raw -376135.026169 + Penalty 2690.571703 = -373444.454466
  nChanged 4
		SP:Iteration 33Q (91870.940000 sec): 3 clusters
  Score: Raw -376135.724402 + Penalty 2690.571703 = -373445.152699
  nChanged 1
		SP:Iteration 34Q (91871.140000 sec): 3 clusters
  Score: Raw -376136.092780 + Penalty 2690.571703 = -373445.521077
  nChanged 2
		SP:Iteration 35Q (91871.380000 sec): 3 clusters
  Score: Raw -376136.585364 + Penalty 2690.571703 = -373446.013661
  nChanged 2
		SP:Iteration 36Q (91871.600000 sec): 3 clusters
  Score: Raw -376136.807991 + Penalty 2690.571703 = -373446.236288
  nChanged 1
		SP:Iteration 37Q (91871.780000 sec): 3 clusters
  Score: Raw -376136.910892 + Penalty 2690.571703 = -373446.339189
  nChanged 1
		SP:Iteration 38Q (91871.980000 sec): 3 clusters
  Score: Raw -376136.953745 + Penalty 2690.571703 = -373446.382042
  nChanged 1
		SP:Iteration 39Q (91872.130000 sec): 3 clusters
  Score: Raw -376137.083185 + Penalty 2690.571703 = -373446.511482
  nChanged 1
		SP:Iteration 40F (91872.320000 sec): 3 clusters
  Score: Raw -376137.245297 + Penalty 2690.571703 = -373446.673594
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91872.460000 sec): 2 clusters
  Score: Raw -722629.529021 + Penalty 1444.333292 = -721185.195729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91872.640000 sec): 3 clusters
  Score: Raw -718667.057709 + Penalty 2888.666583 = -715778.391126
  nChanged 3020
		SP:Iteration 1F (91872.850000 sec): 3 clusters
  Score: Raw -720384.054150 + Penalty 2888.666583 = -717495.387567
  nChanged 498
		SP:Iteration 2F (91873.060000 sec): 3 clusters
  Score: Raw -720646.888361 + Penalty 2888.666583 = -717758.221778
  nChanged 407
		SP:Iteration 3F (91873.220000 sec): 3 clusters
  Score: Raw -720838.817946 + Penalty 2888.666583 = -717950.151363
  nChanged 350
		SP:Iteration 4Q (91873.420000 sec): 3 clusters
  Score: Raw -721017.190258 + Penalty 2888.666583 = -718128.523675
  nChanged 310
		SP:Iteration 5Q (91873.630000 sec): 3 clusters
  Score: Raw -721168.767017 + Penalty 2888.666583 = -718280.100433
  nChanged 264
		SP:Iteration 6Q (91873.870000 sec): 3 clusters
  Score: Raw -721293.453084 + Penalty 2888.666583 = -718404.786501
  nChanged 243
		SP:Iteration 7Q (91874.040000 sec): 3 clusters
  Score: Raw -721426.988220 + Penalty 2888.666583 = -718538.321637
  nChanged 238
		SP:Iteration 8Q (91874.290000 sec): 3 clusters
  Score: Raw -721555.140102 + Penalty 2888.666583 = -718666.473519
  nChanged 267
		SP:Iteration 9Q (91874.520000 sec): 3 clusters
  Score: Raw -721683.454608 + Penalty 2888.666583 = -718794.788025
  nChanged 211
		SP:Iteration 10Q (91874.700000 sec): 3 clusters
  Score: Raw -721775.264719 + Penalty 2888.666583 = -718886.598136
  nChanged 189
		SP:Iteration 11Q (91874.920000 sec): 3 clusters
  Score: Raw -721846.544952 + Penalty 2888.666583 = -718957.878368
  nChanged 154
		SP:Iteration 12Q (91875.130000 sec): 3 clusters
  Score: Raw -721907.346054 + Penalty 2888.666583 = -719018.679471
  nChanged 161
		SP:Iteration 13Q (91875.360000 sec): 3 clusters
  Score: Raw -721967.290962 + Penalty 2888.666583 = -719078.624379
  nChanged 139
		SP:Iteration 14Q (91875.560000 sec): 3 clusters
  Score: Raw -722016.719559 + Penalty 2888.666583 = -719128.052976
  nChanged 125
		SP:Iteration 15Q (91875.750000 sec): 3 clusters
  Score: Raw -722065.286914 + Penalty 2888.666583 = -719176.620330
  nChanged 113
		SP:Iteration 16Q (91875.960000 sec): 3 clusters
  Score: Raw -722101.419747 + Penalty 2888.666583 = -719212.753163
  nChanged 93
		SP:Iteration 17Q (91876.190000 sec): 3 clusters
  Score: Raw -722132.719191 + Penalty 2888.666583 = -719244.052608
  nChanged 89
		SP:Iteration 18Q (91876.370000 sec): 3 clusters
  Score: Raw -722160.930742 + Penalty 2888.666583 = -719272.264159
  nChanged 82
		SP:Iteration 19Q (91876.570000 sec): 3 clusters
  Score: Raw -722182.079287 + Penalty 2888.666583 = -719293.412704
  nChanged 64
		SP:Iteration 20F (91876.810000 sec): 3 clusters
  Score: Raw -722197.165529 + Penalty 2888.666583 = -719308.498946
  nChanged 71
		SP:Iteration 21Q (91877.030000 sec): 3 clusters
  Score: Raw -722218.750416 + Penalty 2888.666583 = -719330.083833
  nChanged 73
		SP:Iteration 22Q (91877.220000 sec): 3 clusters
  Score: Raw -722242.720360 + Penalty 2888.666583 = -719354.053776
  nChanged 69
		SP:Iteration 23Q (91877.440000 sec): 3 clusters
  Score: Raw -722263.734625 + Penalty 2888.666583 = -719375.068042
  nChanged 55
		SP:Iteration 24Q (91877.660000 sec): 3 clusters
  Score: Raw -722282.123668 + Penalty 2888.666583 = -719393.457084
  nChanged 61
		SP:Iteration 25Q (91877.900000 sec): 3 clusters
  Score: Raw -722298.659861 + Penalty 2888.666583 = -719409.993278
  nChanged 59
		SP:Iteration 26Q (91878.090000 sec): 3 clusters
  Score: Raw -722313.131943 + Penalty 2888.666583 = -719424.465360
  nChanged 45
		SP:Iteration 27Q (91878.280000 sec): 3 clusters
  Score: Raw -722327.105052 + Penalty 2888.666583 = -719438.438468
  nChanged 49
		SP:Iteration 28Q (91878.500000 sec): 3 clusters
  Score: Raw -722342.535127 + Penalty 2888.666583 = -719453.868544
  nChanged 51
		SP:Iteration 29Q (91878.700000 sec): 3 clusters
  Score: Raw -722359.545265 + Penalty 2888.666583 = -719470.878682
  nChanged 55
		SP:Iteration 30Q (91878.920000 sec): 3 clusters
  Score: Raw -722374.136376 + Penalty 2888.666583 = -719485.469793
  nChanged 53
		SP:Iteration 31Q (91879.150000 sec): 3 clusters
  Score: Raw -722388.987011 + Penalty 2888.666583 = -719500.320428
  nChanged 47
		SP:Iteration 32Q (91879.340000 sec): 3 clusters
  Score: Raw -722402.806712 + Penalty 2888.666583 = -719514.140129
  nChanged 38
		SP:Iteration 33Q (91879.560000 sec): 3 clusters
  Score: Raw -722413.468423 + Penalty 2888.666583 = -719524.801840
  nChanged 42
		SP:Iteration 34Q (91879.800000 sec): 3 clusters
  Score: Raw -722424.294823 + Penalty 2888.666583 = -719535.628240
  nChanged 49
		SP:Iteration 35Q (91880.020000 sec): 3 clusters
  Score: Raw -722438.599412 + Penalty 2888.666583 = -719549.932829
  nChanged 49
		SP:Iteration 36Q (91880.230000 sec): 3 clusters
  Score: Raw -722451.691776 + Penalty 2888.666583 = -719563.025193
  nChanged 52
		SP:Iteration 37Q (91880.450000 sec): 3 clusters
  Score: Raw -722466.282583 + Penalty 2888.666583 = -719577.616000
  nChanged 33
		SP:Iteration 38Q (91880.670000 sec): 3 clusters
  Score: Raw -722475.648222 + Penalty 2888.666583 = -719586.981639
  nChanged 39
		SP:Iteration 39Q (91880.900000 sec): 3 clusters
  Score: Raw -722483.701573 + Penalty 2888.666583 = -719595.034989
  nChanged 29
		SP:Iteration 40F (91881.080000 sec): 3 clusters
  Score: Raw -722491.588861 + Penalty 2888.666583 = -719602.922277
  nChanged 38
		SP:Iteration 41Q (91881.260000 sec): 3 clusters
  Score: Raw -722503.728160 + Penalty 2888.666583 = -719615.061577
  nChanged 40
		SP:Iteration 42Q (91881.440000 sec): 3 clusters
  Score: Raw -722514.999563 + Penalty 2888.666583 = -719626.332980
  nChanged 40
		SP:Iteration 43Q (91881.650000 sec): 3 clusters
  Score: Raw -722524.715634 + Penalty 2888.666583 = -719636.049051
  nChanged 36
		SP:Iteration 44Q (91881.870000 sec): 3 clusters
  Score: Raw -722532.634113 + Penalty 2888.666583 = -719643.967530
  nChanged 33
		SP:Iteration 45Q (91882.090000 sec): 3 clusters
  Score: Raw -722539.299814 + Penalty 2888.666583 = -719650.633231
  nChanged 29
		SP:Iteration 46Q (91882.290000 sec): 3 clusters
  Score: Raw -722545.357156 + Penalty 2888.666583 = -719656.690573
  nChanged 24
		SP:Iteration 47Q (91882.560000 sec): 3 clusters
  Score: Raw -722550.798761 + Penalty 2888.666583 = -719662.132178
  nChanged 28
		SP:Iteration 48Q (91882.760000 sec): 3 clusters
  Score: Raw -722556.584496 + Penalty 2888.666583 = -719667.917913
  nChanged 18
		SP:Iteration 49Q (91882.960000 sec): 3 clusters
  Score: Raw -722559.909729 + Penalty 2888.666583 = -719671.243146
  nChanged 15
		SP:Iteration 50Q (91883.170000 sec): 3 clusters
  Score: Raw -722562.348212 + Penalty 2888.666583 = -719673.681628
  nChanged 11
		SP:Iteration 51Q (91883.410000 sec): 3 clusters
  Score: Raw -722564.001428 + Penalty 2888.666583 = -719675.334845
  nChanged 8
		SP:Iteration 52Q (91883.600000 sec): 3 clusters
  Score: Raw -722565.835381 + Penalty 2888.666583 = -719677.168798
  nChanged 11
		SP:Iteration 53Q (91883.810000 sec): 3 clusters
  Score: Raw -722567.702703 + Penalty 2888.666583 = -719679.036120
  nChanged 8
		SP:Iteration 54Q (91884.010000 sec): 3 clusters
  Score: Raw -722569.056829 + Penalty 2888.666583 = -719680.390246
  nChanged 10
		SP:Iteration 55Q (91884.210000 sec): 3 clusters
  Score: Raw -722570.953005 + Penalty 2888.666583 = -719682.286421
  nChanged 11
		SP:Iteration 56Q (91884.450000 sec): 3 clusters
  Score: Raw -722573.158325 + Penalty 2888.666583 = -719684.491742
  nChanged 12
		SP:Iteration 57Q (91884.650000 sec): 3 clusters
  Score: Raw -722574.971911 + Penalty 2888.666583 = -719686.305327
  nChanged 7
		SP:Iteration 58Q (91884.880000 sec): 3 clusters
  Score: Raw -722576.085107 + Penalty 2888.666583 = -719687.418524
  nChanged 8
		SP:Iteration 59Q (91885.100000 sec): 3 clusters
  Score: Raw -722578.132232 + Penalty 2888.666583 = -719689.465649
  nChanged 10
		SP:Iteration 60F (91885.270000 sec): 3 clusters
  Score: Raw -722579.561795 + Penalty 2888.666583 = -719690.895212
  nChanged 5
		SP:Iteration 61Q (91885.510000 sec): 3 clusters
  Score: Raw -722580.194011 + Penalty 2888.666583 = -719691.527428
  nChanged 4
		SP:Iteration 62Q (91885.690000 sec): 3 clusters
  Score: Raw -722580.666832 + Penalty 2888.666583 = -719692.000249
  nChanged 5
		SP:Iteration 63Q (91885.880000 sec): 3 clusters
  Score: Raw -722581.424189 + Penalty 2888.666583 = -719692.757606
  nChanged 5
		SP:Iteration 64Q (91886.130000 sec): 3 clusters
  Score: Raw -722581.939187 + Penalty 2888.666583 = -719693.272604
  nChanged 7
		SP:Iteration 65Q (91886.340000 sec): 3 clusters
  Score: Raw -722582.807341 + Penalty 2888.666583 = -719694.140758
  nChanged 7
		SP:Iteration 66Q (91886.600000 sec): 3 clusters
  Score: Raw -722583.334488 + Penalty 2888.666583 = -719694.667905
  nChanged 4
		SP:Iteration 67Q (91886.770000 sec): 3 clusters
  Score: Raw -722584.232695 + Penalty 2888.666583 = -719695.566111
  nChanged 6
		SP:Iteration 68Q (91886.970000 sec): 3 clusters
  Score: Raw -722585.375537 + Penalty 2888.666583 = -719696.708954
  nChanged 10
		SP:Iteration 69Q (91887.220000 sec): 3 clusters
  Score: Raw -722586.977315 + Penalty 2888.666583 = -719698.310732
  nChanged 7
		SP:Iteration 70Q (91887.410000 sec): 3 clusters
  Score: Raw -722587.963790 + Penalty 2888.666583 = -719699.297207
  nChanged 8
		SP:Iteration 71Q (91887.590000 sec): 3 clusters
  Score: Raw -722588.973263 + Penalty 2888.666583 = -719700.306680
  nChanged 9
		SP:Iteration 72Q (91887.850000 sec): 3 clusters
  Score: Raw -722589.915230 + Penalty 2888.666583 = -719701.248647
  nChanged 5
		SP:Iteration 73Q (91888.050000 sec): 3 clusters
  Score: Raw -722590.675147 + Penalty 2888.666583 = -719702.008563
  nChanged 8
		SP:Iteration 74Q (91888.240000 sec): 3 clusters
  Score: Raw -722591.923382 + Penalty 2888.666583 = -719703.256798
  nChanged 8
		SP:Iteration 75Q (91888.470000 sec): 3 clusters
  Score: Raw -722592.954463 + Penalty 2888.666583 = -719704.287880
  nChanged 15
		SP:Iteration 76Q (91888.670000 sec): 3 clusters
  Score: Raw -722594.924287 + Penalty 2888.666583 = -719706.257704
  nChanged 9
		SP:Iteration 77Q (91888.880000 sec): 3 clusters
  Score: Raw -722596.153271 + Penalty 2888.666583 = -719707.486688
  nChanged 7
		SP:Iteration 78Q (91889.090000 sec): 3 clusters
  Score: Raw -722597.328959 + Penalty 2888.666583 = -719708.662376
  nChanged 5
		SP:Iteration 79Q (91889.310000 sec): 3 clusters
  Score: Raw -722597.791970 + Penalty 2888.666583 = -719709.125386
  nChanged 6
		SP:Iteration 80F (91889.520000 sec): 3 clusters
  Score: Raw -722598.682552 + Penalty 2888.666583 = -719710.015969
  nChanged 8
		SP:Iteration 81Q (91889.720000 sec): 3 clusters
  Score: Raw -722599.750930 + Penalty 2888.666583 = -719711.084347
  nChanged 7
		SP:Iteration 82Q (91889.920000 sec): 3 clusters
  Score: Raw -722600.669732 + Penalty 2888.666583 = -719712.003149
  nChanged 9
		SP:Iteration 83Q (91890.160000 sec): 3 clusters
  Score: Raw -722601.914008 + Penalty 2888.666583 = -719713.247425
  nChanged 7
		SP:Iteration 84Q (91890.390000 sec): 3 clusters
  Score: Raw -722602.681714 + Penalty 2888.666583 = -719714.015131
  nChanged 7
		SP:Iteration 85Q (91890.590000 sec): 3 clusters
  Score: Raw -722603.700107 + Penalty 2888.666583 = -719715.033524
  nChanged 8
		SP:Iteration 86Q (91890.790000 sec): 3 clusters
  Score: Raw -722604.987497 + Penalty 2888.666583 = -719716.320914
  nChanged 12
		SP:Iteration 87Q (91891.020000 sec): 3 clusters
  Score: Raw -722607.220162 + Penalty 2888.666583 = -719718.553579
  nChanged 11
		SP:Iteration 88Q (91891.220000 sec): 3 clusters
  Score: Raw -722609.193249 + Penalty 2888.666583 = -719720.526666
  nChanged 6
		SP:Iteration 89Q (91891.430000 sec): 3 clusters
  Score: Raw -722610.365207 + Penalty 2888.666583 = -719721.698624
  nChanged 6
		SP:Iteration 90Q (91891.650000 sec): 3 clusters
  Score: Raw -722611.534949 + Penalty 2888.666583 = -719722.868366
  nChanged 3
		SP:Iteration 91Q (91891.840000 sec): 3 clusters
  Score: Raw -722611.881509 + Penalty 2888.666583 = -719723.214926
  nChanged 2
		SP:Iteration 92Q (91892.090000 sec): 3 clusters
  Score: Raw -722612.198032 + Penalty 2888.666583 = -719723.531449
  nChanged 5
		SP:Iteration 93Q (91892.250000 sec): 3 clusters
  Score: Raw -722613.024735 + Penalty 2888.666583 = -719724.358151
  nChanged 6
		SP:Iteration 94Q (91892.450000 sec): 3 clusters
  Score: Raw -722613.921980 + Penalty 2888.666583 = -719725.255396
  nChanged 6
		SP:Iteration 95Q (91892.630000 sec): 3 clusters
  Score: Raw -722614.588282 + Penalty 2888.666583 = -719725.921699
  nChanged 6
		SP:Iteration 96Q (91892.820000 sec): 3 clusters
  Score: Raw -722615.377568 + Penalty 2888.666583 = -719726.710984
  nChanged 6
		SP:Iteration 97Q (91893.050000 sec): 3 clusters
  Score: Raw -722616.293881 + Penalty 2888.666583 = -719727.627297
  nChanged 7
		SP:Iteration 98Q (91893.270000 sec): 3 clusters
  Score: Raw -722617.342091 + Penalty 2888.666583 = -719728.675508
  nChanged 4
		SP:Iteration 99Q (91893.500000 sec): 3 clusters
  Score: Raw -722618.340565 + Penalty 2888.666583 = -719729.673982
  nChanged 6
		SP:Iteration 100F (91893.720000 sec): 3 clusters
  Score: Raw -722619.575734 + Penalty 2888.666583 = -719730.909151
  nChanged 6
		SP:Iteration 101Q (91893.970000 sec): 3 clusters
  Score: Raw -722620.669696 + Penalty 2888.666583 = -719732.003113
  nChanged 5
		SP:Iteration 102Q (91894.150000 sec): 3 clusters
  Score: Raw -722621.264332 + Penalty 2888.666583 = -719732.597749
  nChanged 6
		SP:Iteration 103Q (91894.340000 sec): 3 clusters
  Score: Raw -722622.396909 + Penalty 2888.666583 = -719733.730326
  nChanged 8
		SP:Iteration 104Q (91894.580000 sec): 3 clusters
  Score: Raw -722624.214245 + Penalty 2888.666583 = -719735.547662
  nChanged 10
		SP:Iteration 105Q (91894.770000 sec): 3 clusters
  Score: Raw -722625.853308 + Penalty 2888.666583 = -719737.186725
  nChanged 9
		SP:Iteration 106Q (91894.950000 sec): 3 clusters
  Score: Raw -722627.350723 + Penalty 2888.666583 = -719738.684139
  nChanged 4
		SP:Iteration 107Q (91895.200000 sec): 3 clusters
  Score: Raw -722628.156900 + Penalty 2888.666583 = -719739.490317
  nChanged 6
		SP:Iteration 108Q (91895.370000 sec): 3 clusters
  Score: Raw -722629.170905 + Penalty 2888.666583 = -719740.504322
  nChanged 8
		SP:Iteration 109Q (91895.620000 sec): 3 clusters
  Score: Raw -722631.255228 + Penalty 2888.666583 = -719742.588645
  nChanged 10
		SP:Iteration 110Q (91895.840000 sec): 3 clusters
  Score: Raw -722633.919710 + Penalty 2888.666583 = -719745.253127
  nChanged 14
		SP:Iteration 111Q (91896.020000 sec): 3 clusters
  Score: Raw -722638.108594 + Penalty 2888.666583 = -719749.442010
  nChanged 15
		SP:Iteration 112Q (91896.240000 sec): 3 clusters
  Score: Raw -722641.263385 + Penalty 2888.666583 = -719752.596802
  nChanged 13
		SP:Iteration 113Q (91896.410000 sec): 3 clusters
  Score: Raw -722644.153881 + Penalty 2888.666583 = -719755.487298
  nChanged 10
		SP:Iteration 114Q (91896.670000 sec): 3 clusters
  Score: Raw -722646.591936 + Penalty 2888.666583 = -719757.925353
  nChanged 11
		SP:Iteration 115Q (91896.920000 sec): 3 clusters
  Score: Raw -722649.591363 + Penalty 2888.666583 = -719760.924780
  nChanged 14
		SP:Iteration 116Q (91897.090000 sec): 3 clusters
  Score: Raw -722652.495883 + Penalty 2888.666583 = -719763.829300
  nChanged 14
		SP:Iteration 117Q (91897.310000 sec): 3 clusters
  Score: Raw -722656.241515 + Penalty 2888.666583 = -719767.574932
  nChanged 15
		SP:Iteration 118Q (91897.550000 sec): 3 clusters
  Score: Raw -722659.652307 + Penalty 2888.666583 = -719770.985724
  nChanged 14
		SP:Iteration 119Q (91897.810000 sec): 3 clusters
  Score: Raw -722662.229933 + Penalty 2888.666583 = -719773.563350
  nChanged 14
		SP:Iteration 120F (91898.020000 sec): 3 clusters
  Score: Raw -722664.702985 + Penalty 2888.666583 = -719776.036402
  nChanged 13
		SP:Iteration 121Q (91898.230000 sec): 3 clusters
  Score: Raw -722667.661670 + Penalty 2888.666583 = -719778.995087
  nChanged 10
		SP:Iteration 122Q (91898.450000 sec): 3 clusters
  Score: Raw -722669.897015 + Penalty 2888.666583 = -719781.230431
  nChanged 14
		SP:Iteration 123Q (91898.650000 sec): 3 clusters
  Score: Raw -722672.874611 + Penalty 2888.666583 = -719784.208028
  nChanged 9
		SP:Iteration 124Q (91898.900000 sec): 3 clusters
  Score: Raw -722674.795861 + Penalty 2888.666583 = -719786.129278
  nChanged 7
		SP:Iteration 125Q (91899.100000 sec): 3 clusters
  Score: Raw -722675.906267 + Penalty 2888.666583 = -719787.239684
  nChanged 11
		SP:Iteration 126Q (91899.310000 sec): 3 clusters
  Score: Raw -722679.369698 + Penalty 2888.666583 = -719790.703114
  nChanged 8
		SP:Iteration 127Q (91899.540000 sec): 3 clusters
  Score: Raw -722680.963096 + Penalty 2888.666583 = -719792.296513
  nChanged 8
		SP:Iteration 128Q (91899.760000 sec): 3 clusters
  Score: Raw -722682.532834 + Penalty 2888.666583 = -719793.866251
  nChanged 7
		SP:Iteration 129Q (91899.970000 sec): 3 clusters
  Score: Raw -722684.309127 + Penalty 2888.666583 = -719795.642543
  nChanged 8
		SP:Iteration 130Q (91900.210000 sec): 3 clusters
  Score: Raw -722685.198179 + Penalty 2888.666583 = -719796.531596
  nChanged 3
		SP:Iteration 131Q (91900.400000 sec): 3 clusters
  Score: Raw -722685.764574 + Penalty 2888.666583 = -719797.097991
  nChanged 5
		SP:Iteration 132Q (91900.640000 sec): 3 clusters
  Score: Raw -722686.793640 + Penalty 2888.666583 = -719798.127057
  nChanged 5
		SP:Iteration 133Q (91900.860000 sec): 3 clusters
  Score: Raw -722687.654959 + Penalty 2888.666583 = -719798.988376
  nChanged 5
		SP:Iteration 134Q (91901.050000 sec): 3 clusters
  Score: Raw -722688.398593 + Penalty 2888.666583 = -719799.732010
  nChanged 8
		SP:Iteration 135Q (91901.250000 sec): 3 clusters
  Score: Raw -722690.114193 + Penalty 2888.666583 = -719801.447610
  nChanged 6
		SP:Iteration 136Q (91901.440000 sec): 3 clusters
  Score: Raw -722691.262414 + Penalty 2888.666583 = -719802.595831
  nChanged 5
		SP:Iteration 137Q (91901.660000 sec): 3 clusters
  Score: Raw -722692.212480 + Penalty 2888.666583 = -719803.545897
  nChanged 5
		SP:Iteration 138Q (91901.900000 sec): 3 clusters
  Score: Raw -722693.122329 + Penalty 2888.666583 = -719804.455746
  nChanged 4
		SP:Iteration 139Q (91902.090000 sec): 3 clusters
  Score: Raw -722694.040493 + Penalty 2888.666583 = -719805.373910
  nChanged 1
		SP:Iteration 140F (91902.340000 sec): 3 clusters
  Score: Raw -722694.157348 + Penalty 2888.666583 = -719805.490764
  nChanged 2
		SP:Iteration 141Q (91902.540000 sec): 3 clusters
  Score: Raw -722694.354220 + Penalty 2888.666583 = -719805.687636
  nChanged 2
		SP:Iteration 142Q (91902.750000 sec): 3 clusters
  Score: Raw -722694.717811 + Penalty 2888.666583 = -719806.051228
  nChanged 3
		SP:Iteration 143Q (91902.960000 sec): 3 clusters
  Score: Raw -722694.967192 + Penalty 2888.666583 = -719806.300609
  nChanged 2
		SP:Iteration 144Q (91903.160000 sec): 3 clusters
  Score: Raw -722695.197220 + Penalty 2888.666583 = -719806.530637
  nChanged 3
		SP:Iteration 145Q (91903.360000 sec): 3 clusters
  Score: Raw -722695.941635 + Penalty 2888.666583 = -719807.275052
  nChanged 3
		SP:Iteration 146Q (91903.570000 sec): 3 clusters
  Score: Raw -722696.555478 + Penalty 2888.666583 = -719807.888895
  nChanged 4
		SP:Iteration 147Q (91903.750000 sec): 3 clusters
  Score: Raw -722697.310501 + Penalty 2888.666583 = -719808.643918
  nChanged 6
		SP:Iteration 148Q (91903.960000 sec): 3 clusters
  Score: Raw -722698.214657 + Penalty 2888.666583 = -719809.548074
  nChanged 3
		SP:Iteration 149Q (91904.130000 sec): 3 clusters
  Score: Raw -722698.944270 + Penalty 2888.666583 = -719810.277686
  nChanged 5
		SP:Iteration 150Q (91904.310000 sec): 3 clusters
  Score: Raw -722700.129367 + Penalty 2888.666583 = -719811.462784
  nChanged 6
		SP:Iteration 151Q (91904.540000 sec): 3 clusters
  Score: Raw -722700.865160 + Penalty 2888.666583 = -719812.198576
  nChanged 2
		SP:Iteration 152Q (91904.700000 sec): 3 clusters
  Score: Raw -722701.126979 + Penalty 2888.666583 = -719812.460395
  nChanged 2
		SP:Iteration 153Q (91904.890000 sec): 3 clusters
  Score: Raw -722701.411315 + Penalty 2888.666583 = -719812.744732
  nChanged 0
		SP:Iteration 154F (91905.090000 sec): 3 clusters
  Score: Raw -722701.411315 + Penalty 2888.666583 = -719812.744732
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91905.240000 sec): 2 clusters
  Score: Raw -1523317.853127 + Penalty 1555.833222 = -1521762.019905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91905.520000 sec): 3 clusters
  Score: Raw -1514854.127471 + Penalty 3111.666444 = -1511742.461026
  nChanged 6459
		SP:Iteration 1F (91905.730000 sec): 3 clusters
  Score: Raw -1518302.775124 + Penalty 3111.666444 = -1515191.108679
  nChanged 785
		SP:Iteration 2F (91906.010000 sec): 3 clusters
  Score: Raw -1518606.784386 + Penalty 3111.666444 = -1515495.117942
  nChanged 685
		SP:Iteration 3Q (91906.250000 sec): 3 clusters
  Score: Raw -1518879.112762 + Penalty 3111.666444 = -1515767.446317
  nChanged 642
		SP:Iteration 4Q (91906.500000 sec): 3 clusters
  Score: Raw -1519157.236213 + Penalty 3111.666444 = -1516045.569769
  nChanged 649
		SP:Iteration 5Q (91906.780000 sec): 3 clusters
  Score: Raw -1519471.965609 + Penalty 3111.666444 = -1516360.299165
  nChanged 701
		SP:Iteration 6Q (91907.020000 sec): 3 clusters
  Score: Raw -1519858.802127 + Penalty 3111.666444 = -1516747.135682
  nChanged 769
		SP:Iteration 7F (91907.290000 sec): 3 clusters
  Score: Raw -1520297.422784 + Penalty 3111.666444 = -1517185.756340
  nChanged 794
		SP:Iteration 8F (91907.530000 sec): 3 clusters
  Score: Raw -1520814.295279 + Penalty 3111.666444 = -1517702.628834
  nChanged 810
		SP:Iteration 9F (91907.860000 sec): 3 clusters
  Score: Raw -1521365.618157 + Penalty 3111.666444 = -1518253.951713
  nChanged 729
		SP:Iteration 10F (91908.140000 sec): 3 clusters
  Score: Raw -1521904.396518 + Penalty 3111.666444 = -1518792.730074
  nChanged 662
		SP:Iteration 11Q (91908.370000 sec): 3 clusters
  Score: Raw -1522434.536219 + Penalty 3111.666444 = -1519322.869775
  nChanged 494
		SP:Iteration 12Q (91908.670000 sec): 3 clusters
  Score: Raw -1522874.146621 + Penalty 3111.666444 = -1519762.480177
  nChanged 343
		SP:Iteration 13Q (91908.890000 sec): 3 clusters
  Score: Raw -1523224.025922 + Penalty 3111.666444 = -1520112.359478
  nChanged 212
		SP:Iteration 14Q (91909.110000 sec): 3 clusters
  Score: Raw -1523446.933924 + Penalty 3111.666444 = -1520335.267480
  nChanged 136
		SP:Iteration 15Q (91909.310000 sec): 3 clusters
  Score: Raw -1523572.237686 + Penalty 3111.666444 = -1520460.571242
  nChanged 72
		SP:Iteration 16Q (91909.540000 sec): 3 clusters
  Score: Raw -1523617.580524 + Penalty 3111.666444 = -1520505.914080
  nChanged 45
		SP:Iteration 17Q (91909.720000 sec): 3 clusters
  Score: Raw -1523643.729719 + Penalty 3111.666444 = -1520532.063274
  nChanged 42
		SP:Iteration 18Q (91909.940000 sec): 3 clusters
  Score: Raw -1523670.386881 + Penalty 3111.666444 = -1520558.720437
  nChanged 33
		SP:Iteration 19Q (91910.150000 sec): 3 clusters
  Score: Raw -1523685.959045 + Penalty 3111.666444 = -1520574.292600
  nChanged 13
		SP:Iteration 20F (91910.400000 sec): 3 clusters
  Score: Raw -1523691.394871 + Penalty 3111.666444 = -1520579.728427
  nChanged 11
		SP:Iteration 21Q (91910.630000 sec): 3 clusters
  Score: Raw -1523696.878072 + Penalty 3111.666444 = -1520585.211628
  nChanged 10
		SP:Iteration 22Q (91910.880000 sec): 3 clusters
  Score: Raw -1523702.569102 + Penalty 3111.666444 = -1520590.902658
  nChanged 11
		SP:Iteration 23Q (91911.150000 sec): 3 clusters
  Score: Raw -1523709.616800 + Penalty 3111.666444 = -1520597.950356
  nChanged 8
		SP:Iteration 24Q (91911.420000 sec): 3 clusters
  Score: Raw -1523711.987532 + Penalty 3111.666444 = -1520600.321088
  nChanged 7
		SP:Iteration 25Q (91911.650000 sec): 3 clusters
  Score: Raw -1523713.814929 + Penalty 3111.666444 = -1520602.148485
  nChanged 8
		SP:Iteration 26Q (91911.820000 sec): 3 clusters
  Score: Raw -1523716.435254 + Penalty 3111.666444 = -1520604.768810
  nChanged 4
		SP:Iteration 27Q (91912.070000 sec): 3 clusters
  Score: Raw -1523718.141937 + Penalty 3111.666444 = -1520606.475493
  nChanged 3
		SP:Iteration 28Q (91912.290000 sec): 3 clusters
  Score: Raw -1523719.259916 + Penalty 3111.666444 = -1520607.593472
  nChanged 2
		SP:Iteration 29Q (91912.480000 sec): 3 clusters
  Score: Raw -1523720.029524 + Penalty 3111.666444 = -1520608.363080
  nChanged 2
		SP:Iteration 30Q (91912.700000 sec): 3 clusters
  Score: Raw -1523721.089687 + Penalty 3111.666444 = -1520609.423242
  nChanged 6
		SP:Iteration 31Q (91912.920000 sec): 3 clusters
  Score: Raw -1523724.246271 + Penalty 3111.666444 = -1520612.579826
  nChanged 3
		SP:Iteration 32Q (91913.130000 sec): 3 clusters
  Score: Raw -1523725.806052 + Penalty 3111.666444 = -1520614.139608
  nChanged 2
		SP:Iteration 33Q (91913.370000 sec): 3 clusters
  Score: Raw -1523726.764152 + Penalty 3111.666444 = -1520615.097708
  nChanged 0
		SP:Iteration 34F (91913.560000 sec): 3 clusters
  Score: Raw -1523726.764152 + Penalty 3111.666444 = -1520615.097708
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91913.690000 sec): 2 clusters
  Score: Raw -1904159.259677 + Penalty 1584.059922 = -1902575.199755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91913.950000 sec): 3 clusters
  Score: Raw -1893986.570611 + Penalty 3168.119844 = -1890818.450767
  nChanged 7622
		SP:Iteration 1F (91914.220000 sec): 3 clusters
  Score: Raw -1898074.980736 + Penalty 3168.119844 = -1894906.860892
  nChanged 829
		SP:Iteration 2Q (91914.460000 sec): 3 clusters
  Score: Raw -1898363.161932 + Penalty 3168.119844 = -1895195.042088
  nChanged 765
		SP:Iteration 3Q (91914.760000 sec): 3 clusters
  Score: Raw -1898613.490240 + Penalty 3168.119844 = -1895445.370396
  nChanged 677
		SP:Iteration 4Q (91915.060000 sec): 3 clusters
  Score: Raw -1898813.833409 + Penalty 3168.119844 = -1895645.713565
  nChanged 612
		SP:Iteration 5Q (91915.300000 sec): 3 clusters
  Score: Raw -1899031.701956 + Penalty 3168.119844 = -1895863.582112
  nChanged 645
		SP:Iteration 6Q (91915.620000 sec): 3 clusters
  Score: Raw -1899271.788651 + Penalty 3168.119844 = -1896103.668807
  nChanged 651
		SP:Iteration 7Q (91915.880000 sec): 3 clusters
  Score: Raw -1899560.640540 + Penalty 3168.119844 = -1896392.520696
  nChanged 736
		SP:Iteration 8Q (91916.090000 sec): 3 clusters
  Score: Raw -1899962.234336 + Penalty 3168.119844 = -1896794.114492
  nChanged 823
		SP:Iteration 9Q (91916.430000 sec): 3 clusters
  Score: Raw -1900499.533755 + Penalty 3168.119844 = -1897331.413911
  nChanged 916
		SP:Iteration 10F (91916.700000 sec): 3 clusters
  Score: Raw -1901208.219604 + Penalty 3168.119844 = -1898040.099760
  nChanged 937
		SP:Iteration 11F (91916.960000 sec): 3 clusters
  Score: Raw -1901978.567900 + Penalty 3168.119844 = -1898810.448056
  nChanged 803
		SP:Iteration 12Q (91917.190000 sec): 3 clusters
  Score: Raw -1902683.964987 + Penalty 3168.119844 = -1899515.845143
  nChanged 588
		SP:Iteration 13Q (91917.460000 sec): 3 clusters
  Score: Raw -1903186.655029 + Penalty 3168.119844 = -1900018.535185
  nChanged 390
		SP:Iteration 14Q (91917.710000 sec): 3 clusters
  Score: Raw -1903483.464181 + Penalty 3168.119844 = -1900315.344336
  nChanged 288
		SP:Iteration 15Q (91917.990000 sec): 3 clusters
  Score: Raw -1903697.663641 + Penalty 3168.119844 = -1900529.543796
  nChanged 226
		SP:Iteration 16Q (91918.260000 sec): 3 clusters
  Score: Raw -1903863.652583 + Penalty 3168.119844 = -1900695.532739
  nChanged 170
		SP:Iteration 17Q (91918.530000 sec): 3 clusters
  Score: Raw -1903991.801185 + Penalty 3168.119844 = -1900823.681341
  nChanged 119
		SP:Iteration 18Q (91918.740000 sec): 3 clusters
  Score: Raw -1904083.320671 + Penalty 3168.119844 = -1900915.200827
  nChanged 82
		SP:Iteration 19Q (91919.030000 sec): 3 clusters
  Score: Raw -1904149.497814 + Penalty 3168.119844 = -1900981.377970
  nChanged 70
		SP:Iteration 20F (91919.310000 sec): 3 clusters
  Score: Raw -1904205.751542 + Penalty 3168.119844 = -1901037.631698
  nChanged 40
		SP:Iteration 21Q (91919.560000 sec): 3 clusters
  Score: Raw -1904236.778343 + Penalty 3168.119844 = -1901068.658499
  nChanged 29
		SP:Iteration 22Q (91919.780000 sec): 3 clusters
  Score: Raw -1904259.492487 + Penalty 3168.119844 = -1901091.372642
  nChanged 31
		SP:Iteration 23Q (91920.030000 sec): 3 clusters
  Score: Raw -1904283.304284 + Penalty 3168.119844 = -1901115.184440
  nChanged 21
		SP:Iteration 24Q (91920.260000 sec): 3 clusters
  Score: Raw -1904301.681961 + Penalty 3168.119844 = -1901133.562117
  nChanged 15
		SP:Iteration 25Q (91920.520000 sec): 3 clusters
  Score: Raw -1904316.071342 + Penalty 3168.119844 = -1901147.951498
  nChanged 17
		SP:Iteration 26Q (91920.790000 sec): 3 clusters
  Score: Raw -1904331.860868 + Penalty 3168.119844 = -1901163.741024
  nChanged 15
		SP:Iteration 27Q (91921.010000 sec): 3 clusters
  Score: Raw -1904347.290803 + Penalty 3168.119844 = -1901179.170959
  nChanged 14
		SP:Iteration 28Q (91921.300000 sec): 3 clusters
  Score: Raw -1904359.858304 + Penalty 3168.119844 = -1901191.738460
  nChanged 7
		SP:Iteration 29Q (91921.510000 sec): 3 clusters
  Score: Raw -1904365.614427 + Penalty 3168.119844 = -1901197.494583
  nChanged 4
		SP:Iteration 30Q (91921.800000 sec): 3 clusters
  Score: Raw -1904368.011384 + Penalty 3168.119844 = -1901199.891540
  nChanged 2
		SP:Iteration 31Q (91922.040000 sec): 3 clusters
  Score: Raw -1904369.622348 + Penalty 3168.119844 = -1901201.502503
  nChanged 1
		SP:Iteration 32Q (91922.370000 sec): 3 clusters
  Score: Raw -1904370.469805 + Penalty 3168.119844 = -1901202.349961
  nChanged 3
		SP:Iteration 33Q (91922.590000 sec): 3 clusters
  Score: Raw -1904371.991684 + Penalty 3168.119844 = -1901203.871839
  nChanged 3
		SP:Iteration 34Q (91922.830000 sec): 3 clusters
  Score: Raw -1904373.562033 + Penalty 3168.119844 = -1901205.442188
  nChanged 1
		SP:Iteration 35Q (91923.080000 sec): 3 clusters
  Score: Raw -1904374.717005 + Penalty 3168.119844 = -1901206.597160
  nChanged 1
		SP:Iteration 36Q (91923.360000 sec): 3 clusters
  Score: Raw -1904375.439942 + Penalty 3168.119844 = -1901207.320098
  nChanged 1
		SP:Iteration 37Q (91923.590000 sec): 3 clusters
  Score: Raw -1904376.183143 + Penalty 3168.119844 = -1901208.063299
  nChanged 1
		SP:Iteration 38Q (91923.900000 sec): 3 clusters
  Score: Raw -1904376.756072 + Penalty 3168.119844 = -1901208.636228
  nChanged 1
		SP:Iteration 39Q (91924.130000 sec): 3 clusters
  Score: Raw -1904377.437094 + Penalty 3168.119844 = -1901209.317249
  nChanged 1
		SP:Iteration 40F (91924.380000 sec): 3 clusters
  Score: Raw -1904378.110176 + Penalty 3168.119844 = -1901209.990332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91924.510000 sec): 2 clusters
  Score: Raw -376740.520489 + Penalty 1345.120751 = -375395.399738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91924.730000 sec): 3 clusters
  Score: Raw -374825.476031 + Penalty 2690.241502 = -372135.234528
  nChanged 1544
		SP:Iteration 1F (91924.910000 sec): 3 clusters
  Score: Raw -375852.521405 + Penalty 2690.241502 = -373162.279903
  nChanged 339
		SP:Iteration 2F (91925.120000 sec): 3 clusters
  Score: Raw -376132.653048 + Penalty 2690.241502 = -373442.411546
  nChanged 277
		SP:Iteration 3F (91925.260000 sec): 3 clusters
  Score: Raw -376352.465742 + Penalty 2690.241502 = -373662.224239
  nChanged 217
		SP:Iteration 4F (91925.430000 sec): 3 clusters
  Score: Raw -376534.750401 + Penalty 2690.241502 = -373844.508899
  nChanged 202
		SP:Iteration 5F (91925.690000 sec): 3 clusters
  Score: Raw -376711.269397 + Penalty 2690.241502 = -374021.027894
  nChanged 186
		SP:Iteration 6Q (91925.830000 sec): 3 clusters
  Score: Raw -376861.033834 + Penalty 2690.241502 = -374170.792332
  nChanged 152
		SP:Iteration 7Q (91925.970000 sec): 3 clusters
  Score: Raw -376977.197085 + Penalty 2690.241502 = -374286.955583
  nChanged 122
		SP:Iteration 8Q (91926.150000 sec): 3 clusters
  Score: Raw -377061.887703 + Penalty 2690.241502 = -374371.646201
  nChanged 87
		SP:Iteration 9Q (91926.350000 sec): 3 clusters
  Score: Raw -377111.392659 + Penalty 2690.241502 = -374421.151157
  nChanged 68
		SP:Iteration 10Q (91926.550000 sec): 3 clusters
  Score: Raw -377148.201267 + Penalty 2690.241502 = -374457.959765
  nChanged 40
		SP:Iteration 11Q (91926.760000 sec): 3 clusters
  Score: Raw -377168.173256 + Penalty 2690.241502 = -374477.931754
  nChanged 41
		SP:Iteration 12Q (91926.950000 sec): 3 clusters
  Score: Raw -377189.157147 + Penalty 2690.241502 = -374498.915645
  nChanged 35
		SP:Iteration 13Q (91927.150000 sec): 3 clusters
  Score: Raw -377211.756760 + Penalty 2690.241502 = -374521.515257
  nChanged 39
		SP:Iteration 14Q (91927.400000 sec): 3 clusters
  Score: Raw -377237.020998 + Penalty 2690.241502 = -374546.779495
  nChanged 34
		SP:Iteration 15Q (91927.630000 sec): 3 clusters
  Score: Raw -377254.953625 + Penalty 2690.241502 = -374564.712123
  nChanged 41
		SP:Iteration 16Q (91927.850000 sec): 3 clusters
  Score: Raw -377273.719993 + Penalty 2690.241502 = -374583.478490
  nChanged 33
		SP:Iteration 17Q (91928.090000 sec): 3 clusters
  Score: Raw -377291.670138 + Penalty 2690.241502 = -374601.428636
  nChanged 23
		SP:Iteration 18Q (91928.330000 sec): 3 clusters
  Score: Raw -377302.970085 + Penalty 2690.241502 = -374612.728583
  nChanged 18
		SP:Iteration 19Q (91928.540000 sec): 3 clusters
  Score: Raw -377314.739327 + Penalty 2690.241502 = -374624.497825
  nChanged 21
		SP:Iteration 20F (91928.720000 sec): 3 clusters
  Score: Raw -377324.252782 + Penalty 2690.241502 = -374634.011279
  nChanged 14
		SP:Iteration 21Q (91928.940000 sec): 3 clusters
  Score: Raw -377331.751550 + Penalty 2690.241502 = -374641.510048
  nChanged 18
		SP:Iteration 22Q (91929.140000 sec): 3 clusters
  Score: Raw -377339.457946 + Penalty 2690.241502 = -374649.216444
  nChanged 12
		SP:Iteration 23Q (91929.330000 sec): 3 clusters
  Score: Raw -377344.341829 + Penalty 2690.241502 = -374654.100327
  nChanged 12
		SP:Iteration 24Q (91929.530000 sec): 3 clusters
  Score: Raw -377351.162369 + Penalty 2690.241502 = -374660.920867
  nChanged 12
		SP:Iteration 25Q (91929.730000 sec): 3 clusters
  Score: Raw -377360.007412 + Penalty 2690.241502 = -374669.765910
  nChanged 11
		SP:Iteration 26Q (91929.890000 sec): 3 clusters
  Score: Raw -377368.500921 + Penalty 2690.241502 = -374678.259419
  nChanged 13
		SP:Iteration 27Q (91930.070000 sec): 3 clusters
  Score: Raw -377375.152324 + Penalty 2690.241502 = -374684.910821
  nChanged 6
		SP:Iteration 28Q (91930.280000 sec): 3 clusters
  Score: Raw -377379.209188 + Penalty 2690.241502 = -374688.967686
  nChanged 11
		SP:Iteration 29Q (91930.520000 sec): 3 clusters
  Score: Raw -377384.626326 + Penalty 2690.241502 = -374694.384824
  nChanged 13
		SP:Iteration 30Q (91930.690000 sec): 3 clusters
  Score: Raw -377393.849709 + Penalty 2690.241502 = -374703.608207
  nChanged 12
		SP:Iteration 31Q (91930.930000 sec): 3 clusters
  Score: Raw -377403.604517 + Penalty 2690.241502 = -374713.363015
  nChanged 13
		SP:Iteration 32Q (91931.140000 sec): 3 clusters
  Score: Raw -377417.376995 + Penalty 2690.241502 = -374727.135492
  nChanged 16
		SP:Iteration 33Q (91931.300000 sec): 3 clusters
  Score: Raw -377431.757811 + Penalty 2690.241502 = -374741.516309
  nChanged 22
		SP:Iteration 34Q (91931.530000 sec): 3 clusters
  Score: Raw -377457.732781 + Penalty 2690.241502 = -374767.491279
  nChanged 21
		SP:Iteration 35Q (91931.780000 sec): 3 clusters
  Score: Raw -377476.757109 + Penalty 2690.241502 = -374786.515607
  nChanged 14
		SP:Iteration 36Q (91931.950000 sec): 3 clusters
  Score: Raw -377485.130471 + Penalty 2690.241502 = -374794.888969
  nChanged 11
		SP:Iteration 37Q (91932.200000 sec): 3 clusters
  Score: Raw -377491.709255 + Penalty 2690.241502 = -374801.467753
  nChanged 7
		SP:Iteration 38Q (91932.400000 sec): 3 clusters
  Score: Raw -377495.980018 + Penalty 2690.241502 = -374805.738515
  nChanged 8
		SP:Iteration 39Q (91932.580000 sec): 3 clusters
  Score: Raw -377501.831460 + Penalty 2690.241502 = -374811.589958
  nChanged 4
		SP:Iteration 40F (91932.780000 sec): 3 clusters
  Score: Raw -377502.851712 + Penalty 2690.241502 = -374812.610210
  nChanged 3
		SP:Iteration 41Q (91933.030000 sec): 3 clusters
  Score: Raw -377503.903339 + Penalty 2690.241502 = -374813.661837
  nChanged 1
		SP:Iteration 42Q (91933.250000 sec): 3 clusters
  Score: Raw -377504.297187 + Penalty 2690.241502 = -374814.055685
  nChanged 2
		SP:Iteration 43Q (91933.450000 sec): 3 clusters
  Score: Raw -377504.684363 + Penalty 2690.241502 = -374814.442860
  nChanged 1
		SP:Iteration 44Q (91933.680000 sec): 3 clusters
  Score: Raw -377504.831750 + Penalty 2690.241502 = -374814.590248
  nChanged 0
		SP:Iteration 45F (91933.910000 sec): 3 clusters
  Score: Raw -377504.831750 + Penalty 2690.241502 = -374814.590248
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (12365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91934.060000 sec): 2 clusters
  Score: Raw -1310913.448241 + Penalty 1531.176592 = -1309382.271649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91934.310000 sec): 3 clusters
  Score: Raw -1303740.831526 + Penalty 3062.353183 = -1300678.478343
  nChanged 5351
		SP:Iteration 1F (91934.580000 sec): 3 clusters
  Score: Raw -1306805.231986 + Penalty 3062.353183 = -1303742.878802
  nChanged 821
		SP:Iteration 2F (91934.830000 sec): 3 clusters
  Score: Raw -1307325.694780 + Penalty 3062.353183 = -1304263.341597
  nChanged 812
		SP:Iteration 3F (91935.090000 sec): 3 clusters
  Score: Raw -1307949.012405 + Penalty 3062.353183 = -1304886.659221
  nChanged 898
		SP:Iteration 4F (91935.340000 sec): 3 clusters
  Score: Raw -1308735.139178 + Penalty 3062.353183 = -1305672.785994
  nChanged 927
		SP:Iteration 5F (91935.540000 sec): 3 clusters
  Score: Raw -1309566.066377 + Penalty 3062.353183 = -1306503.713193
  nChanged 836
		SP:Iteration 6F (91935.810000 sec): 3 clusters
  Score: Raw -1310331.865180 + Penalty 3062.353183 = -1307269.511996
  nChanged 707
		SP:Iteration 7F (91936.070000 sec): 3 clusters
  Score: Raw -1310874.536170 + Penalty 3062.353183 = -1307812.182986
  nChanged 518
		SP:Iteration 8Q (91936.360000 sec): 3 clusters
  Score: Raw -1311230.174962 + Penalty 3062.353183 = -1308167.821779
  nChanged 359
		SP:Iteration 9Q (91936.620000 sec): 3 clusters
  Score: Raw -1311424.736787 + Penalty 3062.353183 = -1308362.383604
  nChanged 273
		SP:Iteration 10Q (91936.880000 sec): 3 clusters
  Score: Raw -1311548.690059 + Penalty 3062.353183 = -1308486.336875
  nChanged 216
		SP:Iteration 11Q (91937.140000 sec): 3 clusters
  Score: Raw -1311639.267031 + Penalty 3062.353183 = -1308576.913847
  nChanged 179
		SP:Iteration 12Q (91937.400000 sec): 3 clusters
  Score: Raw -1311710.488438 + Penalty 3062.353183 = -1308648.135255
  nChanged 132
		SP:Iteration 13Q (91937.640000 sec): 3 clusters
  Score: Raw -1311756.257154 + Penalty 3062.353183 = -1308693.903971
  nChanged 112
		SP:Iteration 14Q (91937.910000 sec): 3 clusters
  Score: Raw -1311790.936148 + Penalty 3062.353183 = -1308728.582964
  nChanged 87
		SP:Iteration 15Q (91938.140000 sec): 3 clusters
  Score: Raw -1311815.258121 + Penalty 3062.353183 = -1308752.904938
  nChanged 67
		SP:Iteration 16Q (91938.400000 sec): 3 clusters
  Score: Raw -1311832.413781 + Penalty 3062.353183 = -1308770.060598
  nChanged 70
		SP:Iteration 17Q (91938.650000 sec): 3 clusters
  Score: Raw -1311847.816664 + Penalty 3062.353183 = -1308785.463480
  nChanged 54
		SP:Iteration 18Q (91938.910000 sec): 3 clusters
  Score: Raw -1311859.739287 + Penalty 3062.353183 = -1308797.386103
  nChanged 49
		SP:Iteration 19Q (91939.220000 sec): 3 clusters
  Score: Raw -1311869.890791 + Penalty 3062.353183 = -1308807.537607
  nChanged 39
		SP:Iteration 20F (91939.430000 sec): 3 clusters
  Score: Raw -1311877.017147 + Penalty 3062.353183 = -1308814.663964
  nChanged 34
		SP:Iteration 21Q (91939.680000 sec): 3 clusters
  Score: Raw -1311884.726670 + Penalty 3062.353183 = -1308822.373486
  nChanged 28
		SP:Iteration 22Q (91939.920000 sec): 3 clusters
  Score: Raw -1311888.411703 + Penalty 3062.353183 = -1308826.058520
  nChanged 22
		SP:Iteration 23Q (91940.130000 sec): 3 clusters
  Score: Raw -1311891.498132 + Penalty 3062.353183 = -1308829.144949
  nChanged 24
		SP:Iteration 24Q (91940.380000 sec): 3 clusters
  Score: Raw -1311894.436349 + Penalty 3062.353183 = -1308832.083165
  nChanged 22
		SP:Iteration 25Q (91940.640000 sec): 3 clusters
  Score: Raw -1311896.613864 + Penalty 3062.353183 = -1308834.260681
  nChanged 18
		SP:Iteration 26Q (91940.870000 sec): 3 clusters
  Score: Raw -1311898.314887 + Penalty 3062.353183 = -1308835.961703
  nChanged 13
		SP:Iteration 27Q (91941.140000 sec): 3 clusters
  Score: Raw -1311900.238048 + Penalty 3062.353183 = -1308837.884865
  nChanged 16
		SP:Iteration 28Q (91941.380000 sec): 3 clusters
  Score: Raw -1311902.057864 + Penalty 3062.353183 = -1308839.704681
  nChanged 26
		SP:Iteration 29Q (91941.640000 sec): 3 clusters
  Score: Raw -1311904.543067 + Penalty 3062.353183 = -1308842.189883
  nChanged 18
		SP:Iteration 30Q (91941.870000 sec): 3 clusters
  Score: Raw -1311906.991823 + Penalty 3062.353183 = -1308844.638640
  nChanged 24
		SP:Iteration 31Q (91942.120000 sec): 3 clusters
  Score: Raw -1311910.860300 + Penalty 3062.353183 = -1308848.507117
  nChanged 23
		SP:Iteration 32Q (91942.350000 sec): 3 clusters
  Score: Raw -1311913.836612 + Penalty 3062.353183 = -1308851.483429
  nChanged 15
		SP:Iteration 33Q (91942.580000 sec): 3 clusters
  Score: Raw -1311915.072540 + Penalty 3062.353183 = -1308852.719356
  nChanged 13
		SP:Iteration 34Q (91942.810000 sec): 3 clusters
  Score: Raw -1311916.666741 + Penalty 3062.353183 = -1308854.313558
  nChanged 8
		SP:Iteration 35Q (91943.030000 sec): 3 clusters
  Score: Raw -1311917.522618 + Penalty 3062.353183 = -1308855.169435
  nChanged 7
		SP:Iteration 36Q (91943.290000 sec): 3 clusters
  Score: Raw -1311918.295201 + Penalty 3062.353183 = -1308855.942017
  nChanged 4
		SP:Iteration 37Q (91943.510000 sec): 3 clusters
  Score: Raw -1311918.750549 + Penalty 3062.353183 = -1308856.397365
  nChanged 4
		SP:Iteration 38Q (91943.750000 sec): 3 clusters
  Score: Raw -1311918.914227 + Penalty 3062.353183 = -1308856.561043
  nChanged 2
		SP:Iteration 39Q (91944.030000 sec): 3 clusters
  Score: Raw -1311919.063389 + Penalty 3062.353183 = -1308856.710205
  nChanged 1
		SP:Iteration 40F (91944.230000 sec): 3 clusters
  Score: Raw -1311919.085057 + Penalty 3062.353183 = -1308856.731873
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91944.350000 sec): 2 clusters
  Score: Raw -501607.684591 + Penalty 1368.646964 = -500239.037627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91944.550000 sec): 3 clusters
  Score: Raw -499292.991447 + Penalty 2737.293928 = -496555.697519
  nChanged 1811
		SP:Iteration 1F (91944.720000 sec): 3 clusters
  Score: Raw -500237.371907 + Penalty 2737.293928 = -497500.077980
  nChanged 316
		SP:Iteration 2F (91944.930000 sec): 3 clusters
  Score: Raw -500405.007673 + Penalty 2737.293928 = -497667.713745
  nChanged 224
		SP:Iteration 3Q (91945.100000 sec): 3 clusters
  Score: Raw -500531.660282 + Penalty 2737.293928 = -497794.366354
  nChanged 203
		SP:Iteration 4Q (91945.290000 sec): 3 clusters
  Score: Raw -500629.739979 + Penalty 2737.293928 = -497892.446051
  nChanged 156
		SP:Iteration 5Q (91945.490000 sec): 3 clusters
  Score: Raw -500695.615718 + Penalty 2737.293928 = -497958.321790
  nChanged 115
		SP:Iteration 6Q (91945.660000 sec): 3 clusters
  Score: Raw -500739.653563 + Penalty 2737.293928 = -498002.359635
  nChanged 96
		SP:Iteration 7Q (91945.930000 sec): 3 clusters
  Score: Raw -500772.687405 + Penalty 2737.293928 = -498035.393477
  nChanged 91
		SP:Iteration 8Q (91946.100000 sec): 3 clusters
  Score: Raw -500804.106128 + Penalty 2737.293928 = -498066.812200
  nChanged 79
		SP:Iteration 9Q (91946.280000 sec): 3 clusters
  Score: Raw -500830.426501 + Penalty 2737.293928 = -498093.132573
  nChanged 86
		SP:Iteration 10Q (91946.400000 sec): 3 clusters
  Score: Raw -500861.924696 + Penalty 2737.293928 = -498124.630768
  nChanged 90
		SP:Iteration 11Q (91946.560000 sec): 3 clusters
  Score: Raw -500900.279590 + Penalty 2737.293928 = -498162.985662
  nChanged 86
		SP:Iteration 12Q (91946.750000 sec): 3 clusters
  Score: Raw -500940.269002 + Penalty 2737.293928 = -498202.975074
  nChanged 103
		SP:Iteration 13Q (91946.900000 sec): 3 clusters
  Score: Raw -500988.285128 + Penalty 2737.293928 = -498250.991201
  nChanged 107
		SP:Iteration 14Q (91947.160000 sec): 3 clusters
  Score: Raw -501046.592804 + Penalty 2737.293928 = -498309.298876
  nChanged 117
		SP:Iteration 15Q (91947.340000 sec): 3 clusters
  Score: Raw -501114.688649 + Penalty 2737.293928 = -498377.394722
  nChanged 107
		SP:Iteration 16Q (91947.530000 sec): 3 clusters
  Score: Raw -501184.346861 + Penalty 2737.293928 = -498447.052934
  nChanged 122
		SP:Iteration 17Q (91947.740000 sec): 3 clusters
  Score: Raw -501264.008140 + Penalty 2737.293928 = -498526.714213
  nChanged 108
		SP:Iteration 18Q (91947.970000 sec): 3 clusters
  Score: Raw -501339.020986 + Penalty 2737.293928 = -498601.727058
  nChanged 101
		SP:Iteration 19Q (91948.140000 sec): 3 clusters
  Score: Raw -501407.762462 + Penalty 2737.293928 = -498670.468534
  nChanged 83
		SP:Iteration 20F (91948.370000 sec): 3 clusters
  Score: Raw -501462.614713 + Penalty 2737.293928 = -498725.320785
  nChanged 71
		SP:Iteration 21Q (91948.550000 sec): 3 clusters
  Score: Raw -501516.800541 + Penalty 2737.293928 = -498779.506613
  nChanged 60
		SP:Iteration 22Q (91948.780000 sec): 3 clusters
  Score: Raw -501569.632902 + Penalty 2737.293928 = -498832.338974
  nChanged 52
		SP:Iteration 23Q (91949.020000 sec): 3 clusters
  Score: Raw -501616.566596 + Penalty 2737.293928 = -498879.272668
  nChanged 43
		SP:Iteration 24Q (91949.280000 sec): 3 clusters
  Score: Raw -501655.324678 + Penalty 2737.293928 = -498918.030750
  nChanged 26
		SP:Iteration 25Q (91949.540000 sec): 3 clusters
  Score: Raw -501681.454788 + Penalty 2737.293928 = -498944.160860
  nChanged 24
		SP:Iteration 26Q (91949.730000 sec): 3 clusters
  Score: Raw -501704.862474 + Penalty 2737.293928 = -498967.568546
  nChanged 18
		SP:Iteration 27Q (91949.930000 sec): 3 clusters
  Score: Raw -501720.737862 + Penalty 2737.293928 = -498983.443934
  nChanged 15
		SP:Iteration 28Q (91950.180000 sec): 3 clusters
  Score: Raw -501732.473703 + Penalty 2737.293928 = -498995.179775
  nChanged 11
		SP:Iteration 29Q (91950.370000 sec): 3 clusters
  Score: Raw -501743.028749 + Penalty 2737.293928 = -499005.734821
  nChanged 10
		SP:Iteration 30Q (91950.630000 sec): 3 clusters
  Score: Raw -501752.540358 + Penalty 2737.293928 = -499015.246431
  nChanged 8
		SP:Iteration 31Q (91950.870000 sec): 3 clusters
  Score: Raw -501760.851393 + Penalty 2737.293928 = -499023.557465
  nChanged 3
		SP:Iteration 32Q (91951.090000 sec): 3 clusters
  Score: Raw -501764.894093 + Penalty 2737.293928 = -499027.600166
  nChanged 2
		SP:Iteration 33Q (91951.330000 sec): 3 clusters
  Score: Raw -501767.175653 + Penalty 2737.293928 = -499029.881726
  nChanged 4
		SP:Iteration 34Q (91951.520000 sec): 3 clusters
  Score: Raw -501771.566587 + Penalty 2737.293928 = -499034.272660
  nChanged 1
		SP:Iteration 35Q (91951.710000 sec): 3 clusters
  Score: Raw -501772.579663 + Penalty 2737.293928 = -499035.285735
  nChanged 3
		SP:Iteration 36Q (91951.910000 sec): 3 clusters
  Score: Raw -501774.963808 + Penalty 2737.293928 = -499037.669881
  nChanged 2
		SP:Iteration 37Q (91952.110000 sec): 3 clusters
  Score: Raw -501776.695034 + Penalty 2737.293928 = -499039.401106
  nChanged 2
		SP:Iteration 38Q (91952.300000 sec): 3 clusters
  Score: Raw -501778.077129 + Penalty 2737.293928 = -499040.783201
  nChanged 0
		SP:Iteration 39F (91952.540000 sec): 3 clusters
  Score: Raw -501778.077129 + Penalty 2737.293928 = -499040.783201
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (5324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91952.710000 sec): 2 clusters
  Score: Raw -580712.087543 + Penalty 1394.246779 = -579317.840764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91952.890000 sec): 3 clusters
  Score: Raw -577876.821327 + Penalty 2788.493558 = -575088.327769
  nChanged 2140
		SP:Iteration 1F (91953.110000 sec): 3 clusters
  Score: Raw -578975.495119 + Penalty 2788.493558 = -576187.001560
  nChanged 367
		SP:Iteration 2F (91953.320000 sec): 3 clusters
  Score: Raw -579143.318016 + Penalty 2788.493558 = -576354.824458
  nChanged 285
		SP:Iteration 3F (91953.530000 sec): 3 clusters
  Score: Raw -579265.108640 + Penalty 2788.493558 = -576476.615081
  nChanged 234
		SP:Iteration 4Q (91953.740000 sec): 3 clusters
  Score: Raw -579360.775215 + Penalty 2788.493558 = -576572.281657
  nChanged 178
		SP:Iteration 5Q (91953.930000 sec): 3 clusters
  Score: Raw -579427.139592 + Penalty 2788.493558 = -576638.646033
  nChanged 139
		SP:Iteration 6Q (91954.140000 sec): 3 clusters
  Score: Raw -579475.240025 + Penalty 2788.493558 = -576686.746466
  nChanged 115
		SP:Iteration 7Q (91954.340000 sec): 3 clusters
  Score: Raw -579509.634916 + Penalty 2788.493558 = -576721.141358
  nChanged 89
		SP:Iteration 8Q (91954.540000 sec): 3 clusters
  Score: Raw -579535.584911 + Penalty 2788.493558 = -576747.091353
  nChanged 69
		SP:Iteration 9Q (91954.780000 sec): 3 clusters
  Score: Raw -579554.701329 + Penalty 2788.493558 = -576766.207771
  nChanged 61
		SP:Iteration 10Q (91954.970000 sec): 3 clusters
  Score: Raw -579570.556279 + Penalty 2788.493558 = -576782.062720
  nChanged 50
		SP:Iteration 11Q (91955.160000 sec): 3 clusters
  Score: Raw -579586.585235 + Penalty 2788.493558 = -576798.091676
  nChanged 55
		SP:Iteration 12Q (91955.390000 sec): 3 clusters
  Score: Raw -579600.451988 + Penalty 2788.493558 = -576811.958430
  nChanged 38
		SP:Iteration 13Q (91955.590000 sec): 3 clusters
  Score: Raw -579610.456536 + Penalty 2788.493558 = -576821.962978
  nChanged 44
		SP:Iteration 14Q (91955.790000 sec): 3 clusters
  Score: Raw -579621.304794 + Penalty 2788.493558 = -576832.811235
  nChanged 36
		SP:Iteration 15Q (91956.040000 sec): 3 clusters
  Score: Raw -579627.434830 + Penalty 2788.493558 = -576838.941272
  nChanged 25
		SP:Iteration 16Q (91956.240000 sec): 3 clusters
  Score: Raw -579632.748599 + Penalty 2788.493558 = -576844.255040
  nChanged 28
		SP:Iteration 17Q (91956.450000 sec): 3 clusters
  Score: Raw -579638.963145 + Penalty 2788.493558 = -576850.469587
  nChanged 24
		SP:Iteration 18Q (91956.680000 sec): 3 clusters
  Score: Raw -579644.851800 + Penalty 2788.493558 = -576856.358242
  nChanged 28
		SP:Iteration 19Q (91956.870000 sec): 3 clusters
  Score: Raw -579652.136426 + Penalty 2788.493558 = -576863.642867
  nChanged 28
		SP:Iteration 20F (91957.060000 sec): 3 clusters
  Score: Raw -579658.985089 + Penalty 2788.493558 = -576870.491531
  nChanged 25
		SP:Iteration 21Q (91957.270000 sec): 3 clusters
  Score: Raw -579663.596430 + Penalty 2788.493558 = -576875.102872
  nChanged 15
		SP:Iteration 22Q (91957.500000 sec): 3 clusters
  Score: Raw -579666.917100 + Penalty 2788.493558 = -576878.423542
  nChanged 23
		SP:Iteration 23Q (91957.740000 sec): 3 clusters
  Score: Raw -579671.839788 + Penalty 2788.493558 = -576883.346230
  nChanged 24
		SP:Iteration 24Q (91957.950000 sec): 3 clusters
  Score: Raw -579678.032250 + Penalty 2788.493558 = -576889.538692
  nChanged 32
		SP:Iteration 25Q (91958.150000 sec): 3 clusters
  Score: Raw -579686.237492 + Penalty 2788.493558 = -576897.743933
  nChanged 30
		SP:Iteration 26Q (91958.390000 sec): 3 clusters
  Score: Raw -579693.181195 + Penalty 2788.493558 = -576904.687637
  nChanged 23
		SP:Iteration 27Q (91958.600000 sec): 3 clusters
  Score: Raw -579698.039768 + Penalty 2788.493558 = -576909.546210
  nChanged 18
		SP:Iteration 28Q (91958.780000 sec): 3 clusters
  Score: Raw -579701.462026 + Penalty 2788.493558 = -576912.968468
  nChanged 19
		SP:Iteration 29Q (91958.980000 sec): 3 clusters
  Score: Raw -579706.516358 + Penalty 2788.493558 = -576918.022800
  nChanged 20
		SP:Iteration 30Q (91959.200000 sec): 3 clusters
  Score: Raw -579712.415425 + Penalty 2788.493558 = -576923.921867
  nChanged 24
		SP:Iteration 31Q (91959.390000 sec): 3 clusters
  Score: Raw -579717.715991 + Penalty 2788.493558 = -576929.222433
  nChanged 21
		SP:Iteration 32Q (91959.600000 sec): 3 clusters
  Score: Raw -579722.058116 + Penalty 2788.493558 = -576933.564558
  nChanged 14
		SP:Iteration 33Q (91959.780000 sec): 3 clusters
  Score: Raw -579724.341051 + Penalty 2788.493558 = -576935.847492
  nChanged 10
		SP:Iteration 34Q (91959.940000 sec): 3 clusters
  Score: Raw -579725.799716 + Penalty 2788.493558 = -576937.306158
  nChanged 9
		SP:Iteration 35Q (91960.060000 sec): 3 clusters
  Score: Raw -579727.745638 + Penalty 2788.493558 = -576939.252080
  nChanged 11
		SP:Iteration 36Q (91960.180000 sec): 3 clusters
  Score: Raw -579730.164332 + Penalty 2788.493558 = -576941.670773
  nChanged 14
		SP:Iteration 37Q (91960.300000 sec): 3 clusters
  Score: Raw -579732.640603 + Penalty 2788.493558 = -576944.147045
  nChanged 12
		SP:Iteration 38Q (91960.430000 sec): 3 clusters
  Score: Raw -579734.319398 + Penalty 2788.493558 = -576945.825840
  nChanged 10
		SP:Iteration 39Q (91960.550000 sec): 3 clusters
  Score: Raw -579736.113521 + Penalty 2788.493558 = -576947.619963
  nChanged 13
		SP:Iteration 40F (91960.680000 sec): 3 clusters
  Score: Raw -579738.697960 + Penalty 2788.493558 = -576950.204401
  nChanged 11
		SP:Iteration 41Q (91960.800000 sec): 3 clusters
  Score: Raw -579741.530661 + Penalty 2788.493558 = -576953.037103
  nChanged 10
		SP:Iteration 42Q (91960.920000 sec): 3 clusters
  Score: Raw -579743.059531 + Penalty 2788.493558 = -576954.565973
  nChanged 11
		SP:Iteration 43Q (91961.060000 sec): 3 clusters
  Score: Raw -579745.292419 + Penalty 2788.493558 = -576956.798860
  nChanged 10
		SP:Iteration 44Q (91961.190000 sec): 3 clusters
  Score: Raw -579746.975405 + Penalty 2788.493558 = -576958.481847
  nChanged 6
		SP:Iteration 45Q (91961.330000 sec): 3 clusters
  Score: Raw -579748.033007 + Penalty 2788.493558 = -576959.539449
  nChanged 10
		SP:Iteration 46Q (91961.490000 sec): 3 clusters
  Score: Raw -579749.978805 + Penalty 2788.493558 = -576961.485246
  nChanged 11
		SP:Iteration 47Q (91961.630000 sec): 3 clusters
  Score: Raw -579751.592485 + Penalty 2788.493558 = -576963.098927
  nChanged 11
		SP:Iteration 48Q (91961.750000 sec): 3 clusters
  Score: Raw -579753.840519 + Penalty 2788.493558 = -576965.346960
  nChanged 12
		SP:Iteration 49Q (91961.880000 sec): 3 clusters
  Score: Raw -579755.715158 + Penalty 2788.493558 = -576967.221600
  nChanged 9
		SP:Iteration 50Q (91962.000000 sec): 3 clusters
  Score: Raw -579757.086940 + Penalty 2788.493558 = -576968.593382
  nChanged 5
		SP:Iteration 51Q (91962.110000 sec): 3 clusters
  Score: Raw -579757.867329 + Penalty 2788.493558 = -576969.373771
  nChanged 2
		SP:Iteration 52Q (91962.250000 sec): 3 clusters
  Score: Raw -579758.091418 + Penalty 2788.493558 = -576969.597859
  nChanged 2
		SP:Iteration 53Q (91962.360000 sec): 3 clusters
  Score: Raw -579758.257745 + Penalty 2788.493558 = -576969.764186
  nChanged 3
		SP:Iteration 54Q (91962.480000 sec): 3 clusters
  Score: Raw -579758.615498 + Penalty 2788.493558 = -576970.121940
  nChanged 3
		SP:Iteration 55Q (91962.600000 sec): 3 clusters
  Score: Raw -579759.026048 + Penalty 2788.493558 = -576970.532490
  nChanged 2
		SP:Iteration 56Q (91962.720000 sec): 3 clusters
  Score: Raw -579759.285619 + Penalty 2788.493558 = -576970.792061
  nChanged 4
		SP:Iteration 57Q (91962.850000 sec): 3 clusters
  Score: Raw -579759.827771 + Penalty 2788.493558 = -576971.334212
  nChanged 7
		SP:Iteration 58Q (91962.970000 sec): 3 clusters
  Score: Raw -579761.552486 + Penalty 2788.493558 = -576973.058927
  nChanged 10
		SP:Iteration 59Q (91963.200000 sec): 3 clusters
  Score: Raw -579762.879795 + Penalty 2788.493558 = -576974.386236
  nChanged 5
		SP:Iteration 60F (91963.350000 sec): 3 clusters
  Score: Raw -579763.442844 + Penalty 2788.493558 = -576974.949286
  nChanged 3
		SP:Iteration 61Q (91963.500000 sec): 3 clusters
  Score: Raw -579763.702983 + Penalty 2788.493558 = -576975.209424
  nChanged 0
		SP:Iteration 62F (91963.680000 sec): 3 clusters
  Score: Raw -579763.702983 + Penalty 2788.493558 = -576975.209424
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (77714 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91964.070000 sec): 2 clusters
  Score: Raw -8080930.662842 + Penalty 1829.878489 = -8079100.784354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91964.630000 sec): 3 clusters
  Score: Raw -8030795.021871 + Penalty 3659.756978 = -8027135.264893
  nChanged 36964
		SP:Iteration 1F (91965.140000 sec): 3 clusters
  Score: Raw -8052349.449097 + Penalty 3659.756978 = -8048689.692120
  nChanged 2920
		SP:Iteration 2Q (91965.820000 sec): 3 clusters
  Score: Raw -8053104.182326 + Penalty 3659.756978 = -8049444.425348
  nChanged 2890
		SP:Iteration 3Q (91966.400000 sec): 3 clusters
  Score: Raw -8053920.241311 + Penalty 3659.756978 = -8050260.484334
  nChanged 3116
		SP:Iteration 4Q (91966.960000 sec): 3 clusters
  Score: Raw -8054896.993601 + Penalty 3659.756978 = -8051237.236624
  nChanged 3486
		SP:Iteration 5Q (91967.520000 sec): 3 clusters
  Score: Raw -8056205.925178 + Penalty 3659.756978 = -8052546.168200
  nChanged 4129
		SP:Iteration 6F (91968.160000 sec): 3 clusters
  Score: Raw -8058135.162146 + Penalty 3659.756978 = -8054475.405168
  nChanged 4978
		SP:Iteration 7F (91968.720000 sec): 3 clusters
  Score: Raw -8061159.542053 + Penalty 3659.756978 = -8057499.785075
  nChanged 5824
		SP:Iteration 8F (91969.340000 sec): 3 clusters
  Score: Raw -8065615.572769 + Penalty 3659.756978 = -8061955.815792
  nChanged 6260
		SP:Iteration 9F (91969.910000 sec): 3 clusters
  Score: Raw -8071182.503216 + Penalty 3659.756978 = -8067522.746238
  nChanged 5172
		SP:Iteration 10F (91970.390000 sec): 3 clusters
  Score: Raw -8076082.520660 + Penalty 3659.756978 = -8072422.763683
  nChanged 3211
		SP:Iteration 11Q (91970.920000 sec): 3 clusters
  Score: Raw -8079097.123767 + Penalty 3659.756978 = -8075437.366790
  nChanged 1508
		SP:Iteration 12Q (91971.460000 sec): 3 clusters
  Score: Raw -8080370.369210 + Penalty 3659.756978 = -8076710.612232
  nChanged 634
		SP:Iteration 13Q (91972.040000 sec): 3 clusters
  Score: Raw -8080886.979052 + Penalty 3659.756978 = -8077227.222074
  nChanged 270
		SP:Iteration 14Q (91972.580000 sec): 3 clusters
  Score: Raw -8081101.031699 + Penalty 3659.756978 = -8077441.274721
  nChanged 135
		SP:Iteration 15Q (91973.060000 sec): 3 clusters
  Score: Raw -8081211.128783 + Penalty 3659.756978 = -8077551.371805
  nChanged 86
		SP:Iteration 16Q (91973.610000 sec): 3 clusters
  Score: Raw -8081269.794339 + Penalty 3659.756978 = -8077610.037362
  nChanged 60
		SP:Iteration 17Q (91974.160000 sec): 3 clusters
  Score: Raw -8081309.870253 + Penalty 3659.756978 = -8077650.113276
  nChanged 36
		SP:Iteration 18Q (91974.690000 sec): 3 clusters
  Score: Raw -8081334.476194 + Penalty 3659.756978 = -8077674.719217
  nChanged 23
		SP:Iteration 19Q (91975.190000 sec): 3 clusters
  Score: Raw -8081345.894805 + Penalty 3659.756978 = -8077686.137828
  nChanged 11
		SP:Iteration 20F (91975.720000 sec): 3 clusters
  Score: Raw -8081350.230144 + Penalty 3659.756978 = -8077690.473166
  nChanged 13
		SP:Iteration 21Q (91976.200000 sec): 3 clusters
  Score: Raw -8081355.385738 + Penalty 3659.756978 = -8077695.628761
  nChanged 8
		SP:Iteration 22Q (91976.670000 sec): 3 clusters
  Score: Raw -8081358.086344 + Penalty 3659.756978 = -8077698.329366
  nChanged 3
		SP:Iteration 23Q (91977.130000 sec): 3 clusters
  Score: Raw -8081359.769108 + Penalty 3659.756978 = -8077700.012130
  nChanged 4
		SP:Iteration 24Q (91977.580000 sec): 3 clusters
  Score: Raw -8081361.477310 + Penalty 3659.756978 = -8077701.720332
  nChanged 3
		SP:Iteration 25Q (91978.080000 sec): 3 clusters
  Score: Raw -8081362.785718 + Penalty 3659.756978 = -8077703.028740
  nChanged 2
		SP:Iteration 26Q (91978.600000 sec): 3 clusters
  Score: Raw -8081363.412124 + Penalty 3659.756978 = -8077703.655147
  nChanged 1
		SP:Iteration 27Q (91979.070000 sec): 3 clusters
  Score: Raw -8081363.659528 + Penalty 3659.756978 = -8077703.902550
  nChanged 2
		SP:Iteration 28Q (91979.560000 sec): 3 clusters
  Score: Raw -8081363.923221 + Penalty 3659.756978 = -8077704.166243
  nChanged 1
		SP:Iteration 29Q (91980.030000 sec): 3 clusters
  Score: Raw -8081364.265165 + Penalty 3659.756978 = -8077704.508188
  nChanged 0
		SP:Iteration 30F (91980.540000 sec): 3 clusters
  Score: Raw -8081364.265165 + Penalty 3659.756978 = -8077704.508188
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91980.660000 sec): 2 clusters
  Score: Raw -20569.589069 + Penalty 893.289837 = -19676.299232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91980.880000 sec): 3 clusters
  Score: Raw -20662.612557 + Penalty 1786.579673 = -18876.032884
  nChanged 50
		SP:Iteration 1F (91981.030000 sec): 3 clusters
  Score: Raw -20775.697019 + Penalty 1786.579673 = -18989.117346
  nChanged 14
		SP:Iteration 2F (91981.260000 sec): 3 clusters
  Score: Raw -20814.704995 + Penalty 1786.579673 = -19028.125321
  nChanged 5
		SP:Iteration 3Q (91981.430000 sec): 3 clusters
  Score: Raw -20840.178694 + Penalty 1786.579673 = -19053.599021
  nChanged 6
		SP:Iteration 4Q (91981.600000 sec): 3 clusters
  Score: Raw -20863.588102 + Penalty 1786.579673 = -19077.008429
  nChanged 2
		SP:Iteration 5Q (91981.770000 sec): 3 clusters
  Score: Raw -20876.650935 + Penalty 1786.579673 = -19090.071262
  nChanged 3
		SP:Iteration 6Q (91982.000000 sec): 3 clusters
  Score: Raw -20910.178357 + Penalty 1786.579673 = -19123.598684
  nChanged 5
		SP:Iteration 7Q (91982.180000 sec): 3 clusters
  Score: Raw -20937.599478 + Penalty 1786.579673 = -19151.019804
  nChanged 5
		SP:Iteration 8Q (91982.390000 sec): 3 clusters
  Score: Raw -20969.608722 + Penalty 1786.579673 = -19183.029049
  nChanged 4
		SP:Iteration 9Q (91982.550000 sec): 3 clusters
  Score: Raw -20977.508376 + Penalty 1786.579673 = -19190.928703
  nChanged 1
		SP:Iteration 10Q (91982.810000 sec): 3 clusters
  Score: Raw -20984.737490 + Penalty 1786.579673 = -19198.157816
  nChanged 1
		SP:Iteration 11Q (91982.990000 sec): 3 clusters
  Score: Raw -20986.965885 + Penalty 1786.579673 = -19200.386212
  nChanged 0
		SP:Iteration 12F (91983.180000 sec): 3 clusters
  Score: Raw -20986.965885 + Penalty 1786.579673 = -19200.386212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (11078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91983.330000 sec): 2 clusters
  Score: Raw -1143679.198257 + Penalty 1513.316421 = -1142165.881836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91983.610000 sec): 3 clusters
  Score: Raw -1137421.249457 + Penalty 3026.632843 = -1134394.616615
  nChanged 4807
		SP:Iteration 1F (91983.830000 sec): 3 clusters
  Score: Raw -1140167.043822 + Penalty 3026.632843 = -1137140.410979
  nChanged 745
		SP:Iteration 2F (91984.070000 sec): 3 clusters
  Score: Raw -1140604.326092 + Penalty 3026.632843 = -1137577.693249
  nChanged 730
		SP:Iteration 3F (91984.310000 sec): 3 clusters
  Score: Raw -1141088.510715 + Penalty 3026.632843 = -1138061.877872
  nChanged 697
		SP:Iteration 4F (91984.540000 sec): 3 clusters
  Score: Raw -1141631.025423 + Penalty 3026.632843 = -1138604.392581
  nChanged 746
		SP:Iteration 5F (91984.740000 sec): 3 clusters
  Score: Raw -1142308.950786 + Penalty 3026.632843 = -1139282.317944
  nChanged 728
		SP:Iteration 6F (91985.000000 sec): 3 clusters
  Score: Raw -1143063.247545 + Penalty 3026.632843 = -1140036.614702
  nChanged 661
		SP:Iteration 7F (91985.240000 sec): 3 clusters
  Score: Raw -1143608.091626 + Penalty 3026.632843 = -1140581.458784
  nChanged 501
		SP:Iteration 8Q (91985.540000 sec): 3 clusters
  Score: Raw -1143909.221411 + Penalty 3026.632843 = -1140882.588569
  nChanged 372
		SP:Iteration 9Q (91985.770000 sec): 3 clusters
  Score: Raw -1144129.053705 + Penalty 3026.632843 = -1141102.420863
  nChanged 311
		SP:Iteration 10Q (91986.040000 sec): 3 clusters
  Score: Raw -1144317.995066 + Penalty 3026.632843 = -1141291.362224
  nChanged 250
		SP:Iteration 11Q (91986.270000 sec): 3 clusters
  Score: Raw -1144476.173249 + Penalty 3026.632843 = -1141449.540406
  nChanged 218
		SP:Iteration 12Q (91986.510000 sec): 3 clusters
  Score: Raw -1144602.384872 + Penalty 3026.632843 = -1141575.752030
  nChanged 199
		SP:Iteration 13Q (91986.720000 sec): 3 clusters
  Score: Raw -1144713.717672 + Penalty 3026.632843 = -1141687.084829
  nChanged 174
		SP:Iteration 14Q (91986.960000 sec): 3 clusters
  Score: Raw -1144814.764294 + Penalty 3026.632843 = -1141788.131452
  nChanged 181
		SP:Iteration 15Q (91987.210000 sec): 3 clusters
  Score: Raw -1144937.683057 + Penalty 3026.632843 = -1141911.050214
  nChanged 195
		SP:Iteration 16Q (91987.410000 sec): 3 clusters
  Score: Raw -1145090.717810 + Penalty 3026.632843 = -1142064.084968
  nChanged 175
		SP:Iteration 17Q (91987.620000 sec): 3 clusters
  Score: Raw -1145230.525942 + Penalty 3026.632843 = -1142203.893099
  nChanged 167
		SP:Iteration 18Q (91987.840000 sec): 3 clusters
  Score: Raw -1145376.968634 + Penalty 3026.632843 = -1142350.335791
  nChanged 148
		SP:Iteration 19Q (91988.040000 sec): 3 clusters
  Score: Raw -1145490.831572 + Penalty 3026.632843 = -1142464.198729
  nChanged 94
		SP:Iteration 20F (91988.300000 sec): 3 clusters
  Score: Raw -1145532.480664 + Penalty 3026.632843 = -1142505.847822
  nChanged 54
		SP:Iteration 21Q (91988.530000 sec): 3 clusters
  Score: Raw -1145550.663580 + Penalty 3026.632843 = -1142524.030737
  nChanged 50
		SP:Iteration 22Q (91988.750000 sec): 3 clusters
  Score: Raw -1145564.685641 + Penalty 3026.632843 = -1142538.052799
  nChanged 31
		SP:Iteration 23Q (91988.960000 sec): 3 clusters
  Score: Raw -1145571.279488 + Penalty 3026.632843 = -1142544.646645
  nChanged 25
		SP:Iteration 24Q (91989.190000 sec): 3 clusters
  Score: Raw -1145576.310867 + Penalty 3026.632843 = -1142549.678024
  nChanged 22
		SP:Iteration 25Q (91989.400000 sec): 3 clusters
  Score: Raw -1145579.630799 + Penalty 3026.632843 = -1142552.997957
  nChanged 12
		SP:Iteration 26Q (91989.660000 sec): 3 clusters
  Score: Raw -1145581.523589 + Penalty 3026.632843 = -1142554.890746
  nChanged 7
		SP:Iteration 27Q (91989.900000 sec): 3 clusters
  Score: Raw -1145582.478864 + Penalty 3026.632843 = -1142555.846022
  nChanged 3
		SP:Iteration 28Q (91990.130000 sec): 3 clusters
  Score: Raw -1145582.790651 + Penalty 3026.632843 = -1142556.157808
  nChanged 2
		SP:Iteration 29Q (91990.320000 sec): 3 clusters
  Score: Raw -1145583.075708 + Penalty 3026.632843 = -1142556.442866
  nChanged 2
		SP:Iteration 30Q (91990.570000 sec): 3 clusters
  Score: Raw -1145583.300574 + Penalty 3026.632843 = -1142556.667731
  nChanged 1
		SP:Iteration 31Q (91990.820000 sec): 3 clusters
  Score: Raw -1145583.561543 + Penalty 3026.632843 = -1142556.928700
  nChanged 5
		SP:Iteration 32Q (91991.060000 sec): 3 clusters
  Score: Raw -1145584.338725 + Penalty 3026.632843 = -1142557.705883
  nChanged 2
		SP:Iteration 33Q (91991.260000 sec): 3 clusters
  Score: Raw -1145584.545341 + Penalty 3026.632843 = -1142557.912499
  nChanged 1
		SP:Iteration 34Q (91991.470000 sec): 3 clusters
  Score: Raw -1145584.620301 + Penalty 3026.632843 = -1142557.987458
  nChanged 1
		SP:Iteration 35Q (91991.730000 sec): 3 clusters
  Score: Raw -1145584.648127 + Penalty 3026.632843 = -1142558.015285
  nChanged 0
		SP:Iteration 36F (91991.940000 sec): 3 clusters
  Score: Raw -1145584.648127 + Penalty 3026.632843 = -1142558.015285
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (76850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (91992.360000 sec): 2 clusters
  Score: Raw -7870624.815769 + Penalty 1828.061747 = -7868796.754023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (91992.920000 sec): 3 clusters
  Score: Raw -7821165.915878 + Penalty 3656.123493 = -7817509.792385
  nChanged 36532
		SP:Iteration 1F (91993.490000 sec): 3 clusters
  Score: Raw -7842986.946844 + Penalty 3656.123493 = -7839330.823351
  nChanged 4171
		SP:Iteration 2F (91993.990000 sec): 3 clusters
  Score: Raw -7845182.742311 + Penalty 3656.123493 = -7841526.618817
  nChanged 5450
		SP:Iteration 3F (91994.570000 sec): 3 clusters
  Score: Raw -7848744.118857 + Penalty 3656.123493 = -7845087.995364
  nChanged 6616
		SP:Iteration 4F (91995.110000 sec): 3 clusters
  Score: Raw -7853961.325859 + Penalty 3656.123493 = -7850305.202366
  nChanged 6664
		SP:Iteration 5F (91995.670000 sec): 3 clusters
  Score: Raw -7859813.353211 + Penalty 3656.123493 = -7856157.229717
  nChanged 5354
		SP:Iteration 6F (91996.150000 sec): 3 clusters
  Score: Raw -7864898.613455 + Penalty 3656.123493 = -7861242.489961
  nChanged 3430
		SP:Iteration 7Q (91996.680000 sec): 3 clusters
  Score: Raw -7868498.312876 + Penalty 3656.123493 = -7864842.189383
  nChanged 1679
		SP:Iteration 8Q (91997.140000 sec): 3 clusters
  Score: Raw -7870485.583315 + Penalty 3656.123493 = -7866829.459822
  nChanged 729
		SP:Iteration 9Q (91997.650000 sec): 3 clusters
  Score: Raw -7871263.637922 + Penalty 3656.123493 = -7867607.514428
  nChanged 399
		SP:Iteration 10Q (91998.120000 sec): 3 clusters
  Score: Raw -7871515.407067 + Penalty 3656.123493 = -7867859.283574
  nChanged 279
		SP:Iteration 11Q (91998.570000 sec): 3 clusters
  Score: Raw -7871648.607388 + Penalty 3656.123493 = -7867992.483895
  nChanged 183
		SP:Iteration 12Q (91999.140000 sec): 3 clusters
  Score: Raw -7871713.535330 + Penalty 3656.123493 = -7868057.411837
  nChanged 127
		SP:Iteration 13Q (91999.640000 sec): 3 clusters
  Score: Raw -7871748.963054 + Penalty 3656.123493 = -7868092.839561
  nChanged 99
		SP:Iteration 14Q (92000.120000 sec): 3 clusters
  Score: Raw -7871777.393868 + Penalty 3656.123493 = -7868121.270374
  nChanged 75
		SP:Iteration 15Q (92000.580000 sec): 3 clusters
  Score: Raw -7871796.359119 + Penalty 3656.123493 = -7868140.235626
  nChanged 55
		SP:Iteration 16Q (92001.140000 sec): 3 clusters
  Score: Raw -7871807.906885 + Penalty 3656.123493 = -7868151.783392
  nChanged 52
		SP:Iteration 17Q (92001.720000 sec): 3 clusters
  Score: Raw -7871818.971033 + Penalty 3656.123493 = -7868162.847539
  nChanged 38
		SP:Iteration 18Q (92002.210000 sec): 3 clusters
  Score: Raw -7871826.825422 + Penalty 3656.123493 = -7868170.701928
  nChanged 28
		SP:Iteration 19Q (92002.670000 sec): 3 clusters
  Score: Raw -7871831.783155 + Penalty 3656.123493 = -7868175.659662
  nChanged 19
		SP:Iteration 20F (92003.260000 sec): 3 clusters
  Score: Raw -7871835.578893 + Penalty 3656.123493 = -7868179.455399
  nChanged 23
		SP:Iteration 21Q (92003.740000 sec): 3 clusters
  Score: Raw -7871840.264549 + Penalty 3656.123493 = -7868184.141056
  nChanged 14
		SP:Iteration 22Q (92004.260000 sec): 3 clusters
  Score: Raw -7871843.083624 + Penalty 3656.123493 = -7868186.960130
  nChanged 8
		SP:Iteration 23Q (92004.690000 sec): 3 clusters
  Score: Raw -7871844.124517 + Penalty 3656.123493 = -7868188.001023
  nChanged 10
		SP:Iteration 24Q (92005.220000 sec): 3 clusters
  Score: Raw -7871845.523402 + Penalty 3656.123493 = -7868189.399909
  nChanged 5
		SP:Iteration 25Q (92005.700000 sec): 3 clusters
  Score: Raw -7871846.148632 + Penalty 3656.123493 = -7868190.025138
  nChanged 8
		SP:Iteration 26Q (92006.190000 sec): 3 clusters
  Score: Raw -7871847.000842 + Penalty 3656.123493 = -7868190.877349
  nChanged 4
		SP:Iteration 27Q (92006.630000 sec): 3 clusters
  Score: Raw -7871847.389565 + Penalty 3656.123493 = -7868191.266072
  nChanged 2
		SP:Iteration 28Q (92007.120000 sec): 3 clusters
  Score: Raw -7871847.695496 + Penalty 3656.123493 = -7868191.572002
  nChanged 2
		SP:Iteration 29Q (92007.600000 sec): 3 clusters
  Score: Raw -7871847.917942 + Penalty 3656.123493 = -7868191.794448
  nChanged 2
		SP:Iteration 30Q (92008.050000 sec): 3 clusters
  Score: Raw -7871848.126727 + Penalty 3656.123493 = -7868192.003233
  nChanged 2
		SP:Iteration 31Q (92008.630000 sec): 3 clusters
  Score: Raw -7871848.245298 + Penalty 3656.123493 = -7868192.121805
  nChanged 1
		SP:Iteration 32Q (92009.110000 sec): 3 clusters
  Score: Raw -7871848.274729 + Penalty 3656.123493 = -7868192.151235
  nChanged 0
		SP:Iteration 33F (92009.670000 sec): 3 clusters
  Score: Raw -7871848.274729 + Penalty 3656.123493 = -7868192.151235
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (23765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92009.880000 sec): 2 clusters
  Score: Raw -2471444.468008 + Penalty 1637.344993 = -2469807.123015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92010.190000 sec): 3 clusters
  Score: Raw -2456976.373167 + Penalty 3274.689986 = -2453701.683181
  nChanged 10758
		SP:Iteration 1F (92010.450000 sec): 3 clusters
  Score: Raw -2463070.584723 + Penalty 3274.689986 = -2459795.894736
  nChanged 1317
		SP:Iteration 2F (92010.820000 sec): 3 clusters
  Score: Raw -2463794.423977 + Penalty 3274.689986 = -2460519.733990
  nChanged 1559
		SP:Iteration 3F (92011.120000 sec): 3 clusters
  Score: Raw -2464905.457050 + Penalty 3274.689986 = -2461630.767064
  nChanged 1820
		SP:Iteration 4F (92011.530000 sec): 3 clusters
  Score: Raw -2466589.086319 + Penalty 3274.689986 = -2463314.396332
  nChanged 2151
		SP:Iteration 5F (92011.810000 sec): 3 clusters
  Score: Raw -2468982.121013 + Penalty 3274.689986 = -2465707.431026
  nChanged 2253
		SP:Iteration 6F (92012.190000 sec): 3 clusters
  Score: Raw -2471729.736337 + Penalty 3274.689986 = -2468455.046350
  nChanged 1780
		SP:Iteration 7F (92012.500000 sec): 3 clusters
  Score: Raw -2473788.668490 + Penalty 3274.689986 = -2470513.978503
  nChanged 1163
		SP:Iteration 8Q (92012.810000 sec): 3 clusters
  Score: Raw -2474807.445948 + Penalty 3274.689986 = -2471532.755961
  nChanged 678
		SP:Iteration 9Q (92013.130000 sec): 3 clusters
  Score: Raw -2475191.161728 + Penalty 3274.689986 = -2471916.471741
  nChanged 392
		SP:Iteration 10Q (92013.430000 sec): 3 clusters
  Score: Raw -2475338.187290 + Penalty 3274.689986 = -2472063.497304
  nChanged 216
		SP:Iteration 11Q (92013.710000 sec): 3 clusters
  Score: Raw -2475390.130013 + Penalty 3274.689986 = -2472115.440027
  nChanged 120
		SP:Iteration 12Q (92013.990000 sec): 3 clusters
  Score: Raw -2475409.461113 + Penalty 3274.689986 = -2472134.771126
  nChanged 73
		SP:Iteration 13Q (92014.320000 sec): 3 clusters
  Score: Raw -2475418.214546 + Penalty 3274.689986 = -2472143.524559
  nChanged 49
		SP:Iteration 14Q (92014.610000 sec): 3 clusters
  Score: Raw -2475422.893111 + Penalty 3274.689986 = -2472148.203125
  nChanged 37
		SP:Iteration 15Q (92014.870000 sec): 3 clusters
  Score: Raw -2475425.853630 + Penalty 3274.689986 = -2472151.163644
  nChanged 21
		SP:Iteration 16Q (92015.190000 sec): 3 clusters
  Score: Raw -2475427.935790 + Penalty 3274.689986 = -2472153.245803
  nChanged 21
		SP:Iteration 17Q (92015.490000 sec): 3 clusters
  Score: Raw -2475429.352287 + Penalty 3274.689986 = -2472154.662300
  nChanged 15
		SP:Iteration 18Q (92015.800000 sec): 3 clusters
  Score: Raw -2475430.370058 + Penalty 3274.689986 = -2472155.680071
  nChanged 16
		SP:Iteration 19Q (92016.150000 sec): 3 clusters
  Score: Raw -2475431.183745 + Penalty 3274.689986 = -2472156.493758
  nChanged 11
		SP:Iteration 20F (92016.490000 sec): 3 clusters
  Score: Raw -2475431.819242 + Penalty 3274.689986 = -2472157.129256
  nChanged 5
		SP:Iteration 21Q (92016.800000 sec): 3 clusters
  Score: Raw -2475432.106937 + Penalty 3274.689986 = -2472157.416951
  nChanged 8
		SP:Iteration 22Q (92017.140000 sec): 3 clusters
  Score: Raw -2475432.454442 + Penalty 3274.689986 = -2472157.764455
  nChanged 7
		SP:Iteration 23Q (92017.400000 sec): 3 clusters
  Score: Raw -2475432.716528 + Penalty 3274.689986 = -2472158.026542
  nChanged 6
		SP:Iteration 24Q (92017.690000 sec): 3 clusters
  Score: Raw -2475432.948533 + Penalty 3274.689986 = -2472158.258547
  nChanged 1
		SP:Iteration 25Q (92017.950000 sec): 3 clusters
  Score: Raw -2475432.991851 + Penalty 3274.689986 = -2472158.301865
  nChanged 0
		SP:Iteration 26F (92018.240000 sec): 3 clusters
  Score: Raw -2475432.991851 + Penalty 3274.689986 = -2472158.301865
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92018.580000 sec): 2 clusters
  Score: Raw -3588963.493903 + Penalty 1708.505163 = -3587254.988740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92018.940000 sec): 3 clusters
  Score: Raw -3565917.260396 + Penalty 3417.010327 = -3562500.250069
  nChanged 17075
		SP:Iteration 1F (92019.300000 sec): 3 clusters
  Score: Raw -3575963.877323 + Penalty 3417.010327 = -3572546.866996
  nChanged 2003
		SP:Iteration 2F (92019.660000 sec): 3 clusters
  Score: Raw -3576852.222978 + Penalty 3417.010327 = -3573435.212651
  nChanged 2025
		SP:Iteration 3F (92020.060000 sec): 3 clusters
  Score: Raw -3577889.882544 + Penalty 3417.010327 = -3574472.872217
  nChanged 2154
		SP:Iteration 4F (92020.380000 sec): 3 clusters
  Score: Raw -3579139.675376 + Penalty 3417.010327 = -3575722.665049
  nChanged 2197
		SP:Iteration 5F (92020.770000 sec): 3 clusters
  Score: Raw -3580533.939632 + Penalty 3417.010327 = -3577116.929305
  nChanged 2197
		SP:Iteration 6F (92021.170000 sec): 3 clusters
  Score: Raw -3582076.319878 + Penalty 3417.010327 = -3578659.309551
  nChanged 2143
		SP:Iteration 7F (92021.510000 sec): 3 clusters
  Score: Raw -3583708.599929 + Penalty 3417.010327 = -3580291.589602
  nChanged 1884
		SP:Iteration 8F (92021.850000 sec): 3 clusters
  Score: Raw -3585141.325086 + Penalty 3417.010327 = -3581724.314759
  nChanged 1500
		SP:Iteration 9Q (92022.190000 sec): 3 clusters
  Score: Raw -3586271.334364 + Penalty 3417.010327 = -3582854.324037
  nChanged 1167
		SP:Iteration 10Q (92022.560000 sec): 3 clusters
  Score: Raw -3587100.232868 + Penalty 3417.010327 = -3583683.222542
  nChanged 946
		SP:Iteration 11Q (92022.960000 sec): 3 clusters
  Score: Raw -3587752.552624 + Penalty 3417.010327 = -3584335.542297
  nChanged 701
		SP:Iteration 12Q (92023.330000 sec): 3 clusters
  Score: Raw -3588213.050080 + Penalty 3417.010327 = -3584796.039753
  nChanged 541
		SP:Iteration 13Q (92023.680000 sec): 3 clusters
  Score: Raw -3588568.592047 + Penalty 3417.010327 = -3585151.581721
  nChanged 417
		SP:Iteration 14Q (92023.970000 sec): 3 clusters
  Score: Raw -3588839.384026 + Penalty 3417.010327 = -3585422.373699
  nChanged 355
		SP:Iteration 15Q (92024.290000 sec): 3 clusters
  Score: Raw -3589035.906691 + Penalty 3417.010327 = -3585618.896364
  nChanged 275
		SP:Iteration 16Q (92024.570000 sec): 3 clusters
  Score: Raw -3589189.918462 + Penalty 3417.010327 = -3585772.908135
  nChanged 223
		SP:Iteration 17Q (92024.910000 sec): 3 clusters
  Score: Raw -3589321.234066 + Penalty 3417.010327 = -3585904.223739
  nChanged 187
		SP:Iteration 18Q (92025.240000 sec): 3 clusters
  Score: Raw -3589432.957526 + Penalty 3417.010327 = -3586015.947199
  nChanged 172
		SP:Iteration 19Q (92025.590000 sec): 3 clusters
  Score: Raw -3589539.579211 + Penalty 3417.010327 = -3586122.568884
  nChanged 141
		SP:Iteration 20F (92025.980000 sec): 3 clusters
  Score: Raw -3589614.981762 + Penalty 3417.010327 = -3586197.971435
  nChanged 120
		SP:Iteration 21Q (92026.390000 sec): 3 clusters
  Score: Raw -3589667.356288 + Penalty 3417.010327 = -3586250.345961
  nChanged 92
		SP:Iteration 22Q (92026.680000 sec): 3 clusters
  Score: Raw -3589705.923755 + Penalty 3417.010327 = -3586288.913428
  nChanged 63
		SP:Iteration 23Q (92027.060000 sec): 3 clusters
  Score: Raw -3589727.588938 + Penalty 3417.010327 = -3586310.578611
  nChanged 38
		SP:Iteration 24Q (92027.490000 sec): 3 clusters
  Score: Raw -3589740.695032 + Penalty 3417.010327 = -3586323.684705
  nChanged 50
		SP:Iteration 25Q (92027.870000 sec): 3 clusters
  Score: Raw -3589755.051822 + Penalty 3417.010327 = -3586338.041495
  nChanged 34
		SP:Iteration 26Q (92028.260000 sec): 3 clusters
  Score: Raw -3589762.965082 + Penalty 3417.010327 = -3586345.954755
  nChanged 25
		SP:Iteration 27Q (92028.600000 sec): 3 clusters
  Score: Raw -3589768.823487 + Penalty 3417.010327 = -3586351.813160
  nChanged 15
		SP:Iteration 28Q (92029.060000 sec): 3 clusters
  Score: Raw -3589772.397773 + Penalty 3417.010327 = -3586355.387446
  nChanged 10
		SP:Iteration 29Q (92029.430000 sec): 3 clusters
  Score: Raw -3589774.517389 + Penalty 3417.010327 = -3586357.507062
  nChanged 4
		SP:Iteration 30Q (92029.810000 sec): 3 clusters
  Score: Raw -3589775.034175 + Penalty 3417.010327 = -3586358.023848
  nChanged 2
		SP:Iteration 31Q (92030.180000 sec): 3 clusters
  Score: Raw -3589775.206259 + Penalty 3417.010327 = -3586358.195932
  nChanged 0
		SP:Iteration 32F (92030.600000 sec): 3 clusters
  Score: Raw -3589775.206259 + Penalty 3417.010327 = -3586358.195932
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92030.730000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92030.930000 sec): 3 clusters
  Score: Raw -49849.696197 + Penalty 2007.831837 = -47841.864360
  nChanged 112
		SP:Iteration 1F (92031.140000 sec): 3 clusters
  Score: Raw -50003.557971 + Penalty 2007.831837 = -47995.726134
  nChanged 24
		SP:Iteration 2Q (92031.330000 sec): 3 clusters
  Score: Raw -50043.203129 + Penalty 2007.831837 = -48035.371292
  nChanged 13
		SP:Iteration 3Q (92031.560000 sec): 3 clusters
  Score: Raw -50056.573237 + Penalty 2007.831837 = -48048.741400
  nChanged 6
		SP:Iteration 4Q (92031.730000 sec): 3 clusters
  Score: Raw -50064.736682 + Penalty 2007.831837 = -48056.904845
  nChanged 3
		SP:Iteration 5Q (92031.920000 sec): 3 clusters
  Score: Raw -50067.167109 + Penalty 2007.831837 = -48059.335272
  nChanged 1
		SP:Iteration 6Q (92032.100000 sec): 3 clusters
  Score: Raw -50067.953630 + Penalty 2007.831837 = -48060.121793
  nChanged 0
		SP:Iteration 7F (92032.260000 sec): 3 clusters
  Score: Raw -50067.953630 + Penalty 2007.831837 = -48060.121793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (173208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92033.130000 sec): 2 clusters
  Score: Raw -18374808.578300 + Penalty 1960.115375 = -18372848.462925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92034.150000 sec): 3 clusters
  Score: Raw -18260302.507093 + Penalty 3920.230751 = -18256382.276342
  nChanged 83694
		SP:Iteration 1F (92035.130000 sec): 3 clusters
  Score: Raw -18309589.477216 + Penalty 3920.230751 = -18305669.246466
  nChanged 5704
		SP:Iteration 2Q (92036.130000 sec): 3 clusters
  Score: Raw -18311100.009275 + Penalty 3920.230751 = -18307179.778524
  nChanged 6320
		SP:Iteration 3Q (92037.170000 sec): 3 clusters
  Score: Raw -18313187.934302 + Penalty 3920.230751 = -18309267.703552
  nChanged 7263
		SP:Iteration 4Q (92038.130000 sec): 3 clusters
  Score: Raw -18316195.190435 + Penalty 3920.230751 = -18312274.959684
  nChanged 8413
		SP:Iteration 5Q (92039.170000 sec): 3 clusters
  Score: Raw -18320525.687786 + Penalty 3920.230751 = -18316605.457035
  nChanged 9540
		SP:Iteration 6F (92040.000000 sec): 3 clusters
  Score: Raw -18326355.735858 + Penalty 3920.230751 = -18322435.505108
  nChanged 10389
		SP:Iteration 7F (92040.990000 sec): 3 clusters
  Score: Raw -18333215.188066 + Penalty 3920.230751 = -18329294.957315
  nChanged 10258
		SP:Iteration 8F (92041.970000 sec): 3 clusters
  Score: Raw -18339866.954018 + Penalty 3920.230751 = -18335946.723267
  nChanged 9169
		SP:Iteration 9F (92043.020000 sec): 3 clusters
  Score: Raw -18345134.346308 + Penalty 3920.230751 = -18341214.115557
  nChanged 7474
		SP:Iteration 10Q (92044.150000 sec): 3 clusters
  Score: Raw -18348750.424853 + Penalty 3920.230751 = -18344830.194102
  nChanged 5974
		SP:Iteration 11Q (92045.090000 sec): 3 clusters
  Score: Raw -18351302.442632 + Penalty 3920.230751 = -18347382.211881
  nChanged 4879
		SP:Iteration 12Q (92046.190000 sec): 3 clusters
  Score: Raw -18353261.931913 + Penalty 3920.230751 = -18349341.701163
  nChanged 4383
		SP:Iteration 13Q (92047.080000 sec): 3 clusters
  Score: Raw -18355054.295594 + Penalty 3920.230751 = -18351134.064844
  nChanged 4147
		SP:Iteration 14Q (92047.980000 sec): 3 clusters
  Score: Raw -18356796.730668 + Penalty 3920.230751 = -18352876.499917
  nChanged 4031
		SP:Iteration 15Q (92048.900000 sec): 3 clusters
  Score: Raw -18358617.357012 + Penalty 3920.230751 = -18354697.126262
  nChanged 4073
		SP:Iteration 16Q (92049.830000 sec): 3 clusters
  Score: Raw -18360592.991680 + Penalty 3920.230751 = -18356672.760929
  nChanged 4001
		SP:Iteration 17Q (92050.700000 sec): 3 clusters
  Score: Raw -18362722.873417 + Penalty 3920.230751 = -18358802.642667
  nChanged 3859
		SP:Iteration 18Q (92051.600000 sec): 3 clusters
  Score: Raw -18364945.077066 + Penalty 3920.230751 = -18361024.846316
  nChanged 3558
		SP:Iteration 19Q (92052.580000 sec): 3 clusters
  Score: Raw -18367137.428374 + Penalty 3920.230751 = -18363217.197623
  nChanged 3201
		SP:Iteration 20F (92053.600000 sec): 3 clusters
  Score: Raw -18369210.851163 + Penalty 3920.230751 = -18365290.620413
  nChanged 2654
		SP:Iteration 21Q (92054.500000 sec): 3 clusters
  Score: Raw -18370978.618563 + Penalty 3920.230751 = -18367058.387812
  nChanged 2061
		SP:Iteration 22Q (92055.430000 sec): 3 clusters
  Score: Raw -18372332.092096 + Penalty 3920.230751 = -18368411.861345
  nChanged 1493
		SP:Iteration 23Q (92056.280000 sec): 3 clusters
  Score: Raw -18373243.188107 + Penalty 3920.230751 = -18369322.957356
  nChanged 1054
		SP:Iteration 24Q (92057.250000 sec): 3 clusters
  Score: Raw -18373835.695905 + Penalty 3920.230751 = -18369915.465155
  nChanged 769
		SP:Iteration 25Q (92058.190000 sec): 3 clusters
  Score: Raw -18374261.162904 + Penalty 3920.230751 = -18370340.932154
  nChanged 541
		SP:Iteration 26Q (92059.170000 sec): 3 clusters
  Score: Raw -18374540.730917 + Penalty 3920.230751 = -18370620.500167
  nChanged 386
		SP:Iteration 27Q (92059.920000 sec): 3 clusters
  Score: Raw -18374723.434742 + Penalty 3920.230751 = -18370803.203991
  nChanged 276
		SP:Iteration 28Q (92060.720000 sec): 3 clusters
  Score: Raw -18374833.024611 + Penalty 3920.230751 = -18370912.793861
  nChanged 201
		SP:Iteration 29Q (92061.550000 sec): 3 clusters
  Score: Raw -18374927.262655 + Penalty 3920.230751 = -18371007.031904
  nChanged 175
		SP:Iteration 30Q (92062.470000 sec): 3 clusters
  Score: Raw -18375008.634681 + Penalty 3920.230751 = -18371088.403930
  nChanged 140
		SP:Iteration 31Q (92063.300000 sec): 3 clusters
  Score: Raw -18375072.284516 + Penalty 3920.230751 = -18371152.053766
  nChanged 94
		SP:Iteration 32Q (92064.170000 sec): 3 clusters
  Score: Raw -18375113.123168 + Penalty 3920.230751 = -18371192.892417
  nChanged 83
		SP:Iteration 33Q (92064.930000 sec): 3 clusters
  Score: Raw -18375146.503381 + Penalty 3920.230751 = -18371226.272631
  nChanged 61
		SP:Iteration 34Q (92065.690000 sec): 3 clusters
  Score: Raw -18375168.938697 + Penalty 3920.230751 = -18371248.707946
  nChanged 49
		SP:Iteration 35Q (92066.440000 sec): 3 clusters
  Score: Raw -18375186.845199 + Penalty 3920.230751 = -18371266.614448
  nChanged 49
		SP:Iteration 36Q (92067.230000 sec): 3 clusters
  Score: Raw -18375203.407775 + Penalty 3920.230751 = -18371283.177025
  nChanged 29
		SP:Iteration 37Q (92067.970000 sec): 3 clusters
  Score: Raw -18375211.126446 + Penalty 3920.230751 = -18371290.895695
  nChanged 13
		SP:Iteration 38Q (92068.760000 sec): 3 clusters
  Score: Raw -18375215.155656 + Penalty 3920.230751 = -18371294.924905
  nChanged 15
		SP:Iteration 39Q (92069.550000 sec): 3 clusters
  Score: Raw -18375219.608229 + Penalty 3920.230751 = -18371299.377478
  nChanged 12
		SP:Iteration 40F (92070.420000 sec): 3 clusters
  Score: Raw -18375222.473475 + Penalty 3920.230751 = -18371302.242724
  nChanged 6
		SP:Iteration 41Q (92071.220000 sec): 3 clusters
  Score: Raw -18375223.902947 + Penalty 3920.230751 = -18371303.672196
  nChanged 4
		SP:Iteration 42Q (92072.040000 sec): 3 clusters
  Score: Raw -18375225.180567 + Penalty 3920.230751 = -18371304.949816
  nChanged 5
		SP:Iteration 43Q (92072.870000 sec): 3 clusters
  Score: Raw -18375226.188755 + Penalty 3920.230751 = -18371305.958005
  nChanged 3
		SP:Iteration 44Q (92073.660000 sec): 3 clusters
  Score: Raw -18375227.042761 + Penalty 3920.230751 = -18371306.812011
  nChanged 4
		SP:Iteration 45Q (92074.500000 sec): 3 clusters
  Score: Raw -18375227.874853 + Penalty 3920.230751 = -18371307.644102
  nChanged 6
		SP:Iteration 46Q (92075.420000 sec): 3 clusters
  Score: Raw -18375229.380016 + Penalty 3920.230751 = -18371309.149266
  nChanged 8
		SP:Iteration 47Q (92076.260000 sec): 3 clusters
  Score: Raw -18375232.501072 + Penalty 3920.230751 = -18371312.270322
  nChanged 10
		SP:Iteration 48Q (92077.060000 sec): 3 clusters
  Score: Raw -18375236.728723 + Penalty 3920.230751 = -18371316.497972
  nChanged 13
		SP:Iteration 49Q (92077.880000 sec): 3 clusters
  Score: Raw -18375241.512864 + Penalty 3920.230751 = -18371321.282113
  nChanged 10
		SP:Iteration 50Q (92078.680000 sec): 3 clusters
  Score: Raw -18375246.319151 + Penalty 3920.230751 = -18371326.088400
  nChanged 12
		SP:Iteration 51Q (92079.500000 sec): 3 clusters
  Score: Raw -18375249.568742 + Penalty 3920.230751 = -18371329.337991
  nChanged 3
		SP:Iteration 52Q (92080.290000 sec): 3 clusters
  Score: Raw -18375250.922673 + Penalty 3920.230751 = -18371330.691923
  nChanged 3
		SP:Iteration 53Q (92081.160000 sec): 3 clusters
  Score: Raw -18375251.516627 + Penalty 3920.230751 = -18371331.285876
  nChanged 2
		SP:Iteration 54Q (92081.990000 sec): 3 clusters
  Score: Raw -18375252.032757 + Penalty 3920.230751 = -18371331.802006
  nChanged 4
		SP:Iteration 55Q (92082.840000 sec): 3 clusters
  Score: Raw -18375253.077041 + Penalty 3920.230751 = -18371332.846291
  nChanged 7
		SP:Iteration 56Q (92083.700000 sec): 3 clusters
  Score: Raw -18375255.809838 + Penalty 3920.230751 = -18371335.579087
  nChanged 5
		SP:Iteration 57Q (92084.560000 sec): 3 clusters
  Score: Raw -18375257.085224 + Penalty 3920.230751 = -18371336.854473
  nChanged 4
		SP:Iteration 58Q (92085.390000 sec): 3 clusters
  Score: Raw -18375258.017245 + Penalty 3920.230751 = -18371337.786495
  nChanged 2
		SP:Iteration 59Q (92086.230000 sec): 3 clusters
  Score: Raw -18375258.460066 + Penalty 3920.230751 = -18371338.229316
  nChanged 1
		SP:Iteration 60F (92087.140000 sec): 3 clusters
  Score: Raw -18375258.842508 + Penalty 3920.230751 = -18371338.611757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92087.370000 sec): 2 clusters
  Score: Raw -609332.274006 + Penalty 1416.862519 = -607915.411487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92087.600000 sec): 3 clusters
  Score: Raw -606082.822522 + Penalty 2833.725038 = -603249.097484
  nChanged 2535
		SP:Iteration 1F (92087.840000 sec): 3 clusters
  Score: Raw -607499.154526 + Penalty 2833.725038 = -604665.429488
  nChanged 396
		SP:Iteration 2F (92088.050000 sec): 3 clusters
  Score: Raw -607698.632962 + Penalty 2833.725038 = -604864.907924
  nChanged 308
		SP:Iteration 3F (92088.280000 sec): 3 clusters
  Score: Raw -607864.388845 + Penalty 2833.725038 = -605030.663807
  nChanged 290
		SP:Iteration 4Q (92088.480000 sec): 3 clusters
  Score: Raw -608023.017535 + Penalty 2833.725038 = -605189.292496
  nChanged 260
		SP:Iteration 5Q (92088.670000 sec): 3 clusters
  Score: Raw -608154.383979 + Penalty 2833.725038 = -605320.658941
  nChanged 226
		SP:Iteration 6Q (92088.870000 sec): 3 clusters
  Score: Raw -608261.483917 + Penalty 2833.725038 = -605427.758879
  nChanged 219
		SP:Iteration 7Q (92089.110000 sec): 3 clusters
  Score: Raw -608379.049362 + Penalty 2833.725038 = -605545.324324
  nChanged 228
		SP:Iteration 8Q (92089.310000 sec): 3 clusters
  Score: Raw -608512.767233 + Penalty 2833.725038 = -605679.042195
  nChanged 257
		SP:Iteration 9Q (92089.570000 sec): 3 clusters
  Score: Raw -608705.672809 + Penalty 2833.725038 = -605871.947771
  nChanged 290
		SP:Iteration 10Q (92089.740000 sec): 3 clusters
  Score: Raw -608915.183307 + Penalty 2833.725038 = -606081.458269
  nChanged 308
		SP:Iteration 11F (92090.020000 sec): 3 clusters
  Score: Raw -609134.520043 + Penalty 2833.725038 = -606300.795004
  nChanged 271
		SP:Iteration 12Q (92090.250000 sec): 3 clusters
  Score: Raw -609312.451431 + Penalty 2833.725038 = -606478.726392
  nChanged 218
		SP:Iteration 13Q (92090.430000 sec): 3 clusters
  Score: Raw -609449.442642 + Penalty 2833.725038 = -606615.717604
  nChanged 189
		SP:Iteration 14Q (92090.690000 sec): 3 clusters
  Score: Raw -609556.853344 + Penalty 2833.725038 = -606723.128306
  nChanged 134
		SP:Iteration 15Q (92090.860000 sec): 3 clusters
  Score: Raw -609626.409902 + Penalty 2833.725038 = -606792.684863
  nChanged 111
		SP:Iteration 16Q (92091.080000 sec): 3 clusters
  Score: Raw -609681.614616 + Penalty 2833.725038 = -606847.889578
  nChanged 95
		SP:Iteration 17Q (92091.290000 sec): 3 clusters
  Score: Raw -609731.936978 + Penalty 2833.725038 = -606898.211940
  nChanged 84
		SP:Iteration 18Q (92091.530000 sec): 3 clusters
  Score: Raw -609770.632982 + Penalty 2833.725038 = -606936.907944
  nChanged 63
		SP:Iteration 19Q (92091.800000 sec): 3 clusters
  Score: Raw -609797.578820 + Penalty 2833.725038 = -606963.853782
  nChanged 53
		SP:Iteration 20F (92092.020000 sec): 3 clusters
  Score: Raw -609822.618031 + Penalty 2833.725038 = -606988.892993
  nChanged 48
		SP:Iteration 21Q (92092.220000 sec): 3 clusters
  Score: Raw -609846.815162 + Penalty 2833.725038 = -607013.090123
  nChanged 43
		SP:Iteration 22Q (92092.410000 sec): 3 clusters
  Score: Raw -609868.252047 + Penalty 2833.725038 = -607034.527009
  nChanged 38
		SP:Iteration 23Q (92092.610000 sec): 3 clusters
  Score: Raw -609885.330668 + Penalty 2833.725038 = -607051.605630
  nChanged 28
		SP:Iteration 24Q (92092.870000 sec): 3 clusters
  Score: Raw -609900.015837 + Penalty 2833.725038 = -607066.290799
  nChanged 27
		SP:Iteration 25Q (92093.030000 sec): 3 clusters
  Score: Raw -609911.115493 + Penalty 2833.725038 = -607077.390455
  nChanged 26
		SP:Iteration 26Q (92093.210000 sec): 3 clusters
  Score: Raw -609922.953115 + Penalty 2833.725038 = -607089.228077
  nChanged 20
		SP:Iteration 27Q (92093.410000 sec): 3 clusters
  Score: Raw -609931.833666 + Penalty 2833.725038 = -607098.108628
  nChanged 15
		SP:Iteration 28Q (92093.640000 sec): 3 clusters
  Score: Raw -609938.529137 + Penalty 2833.725038 = -607104.804099
  nChanged 14
		SP:Iteration 29Q (92093.810000 sec): 3 clusters
  Score: Raw -609944.634149 + Penalty 2833.725038 = -607110.909110
  nChanged 13
		SP:Iteration 30Q (92094.010000 sec): 3 clusters
  Score: Raw -609948.919623 + Penalty 2833.725038 = -607115.194584
  nChanged 9
		SP:Iteration 31Q (92094.170000 sec): 3 clusters
  Score: Raw -609952.560349 + Penalty 2833.725038 = -607118.835311
  nChanged 12
		SP:Iteration 32Q (92094.340000 sec): 3 clusters
  Score: Raw -609956.795597 + Penalty 2833.725038 = -607123.070559
  nChanged 9
		SP:Iteration 33Q (92094.530000 sec): 3 clusters
  Score: Raw -609959.814204 + Penalty 2833.725038 = -607126.089166
  nChanged 5
		SP:Iteration 34Q (92094.740000 sec): 3 clusters
  Score: Raw -609961.935763 + Penalty 2833.725038 = -607128.210725
  nChanged 10
		SP:Iteration 35Q (92094.900000 sec): 3 clusters
  Score: Raw -609965.424681 + Penalty 2833.725038 = -607131.699643
  nChanged 7
		SP:Iteration 36Q (92095.120000 sec): 3 clusters
  Score: Raw -609968.047284 + Penalty 2833.725038 = -607134.322246
  nChanged 6
		SP:Iteration 37Q (92095.340000 sec): 3 clusters
  Score: Raw -609971.166839 + Penalty 2833.725038 = -607137.441801
  nChanged 10
		SP:Iteration 38Q (92095.510000 sec): 3 clusters
  Score: Raw -609975.003516 + Penalty 2833.725038 = -607141.278478
  nChanged 7
		SP:Iteration 39Q (92095.750000 sec): 3 clusters
  Score: Raw -609977.942758 + Penalty 2833.725038 = -607144.217720
  nChanged 6
		SP:Iteration 40F (92096.000000 sec): 3 clusters
  Score: Raw -609980.634924 + Penalty 2833.725038 = -607146.909886
  nChanged 10
		SP:Iteration 41Q (92096.250000 sec): 3 clusters
  Score: Raw -609983.409035 + Penalty 2833.725038 = -607149.683997
  nChanged 5
		SP:Iteration 42Q (92096.450000 sec): 3 clusters
  Score: Raw -609984.148680 + Penalty 2833.725038 = -607150.423642
  nChanged 3
		SP:Iteration 43Q (92096.710000 sec): 3 clusters
  Score: Raw -609984.845221 + Penalty 2833.725038 = -607151.120183
  nChanged 3
		SP:Iteration 44Q (92096.930000 sec): 3 clusters
  Score: Raw -609985.469443 + Penalty 2833.725038 = -607151.744405
  nChanged 3
		SP:Iteration 45Q (92097.180000 sec): 3 clusters
  Score: Raw -609986.088724 + Penalty 2833.725038 = -607152.363685
  nChanged 1
		SP:Iteration 46Q (92097.390000 sec): 3 clusters
  Score: Raw -609986.476429 + Penalty 2833.725038 = -607152.751391
  nChanged 1
		SP:Iteration 47Q (92097.580000 sec): 3 clusters
  Score: Raw -609986.556290 + Penalty 2833.725038 = -607152.831252
  nChanged 0
		SP:Iteration 48F (92097.810000 sec): 3 clusters
  Score: Raw -609986.556290 + Penalty 2833.725038 = -607152.831252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (13779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92097.930000 sec): 2 clusters
  Score: Raw -1377465.391296 + Penalty 1548.771408 = -1375916.619888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92098.160000 sec): 3 clusters
  Score: Raw -1369373.308617 + Penalty 3097.542816 = -1366275.765801
  nChanged 6159
		SP:Iteration 1F (92098.410000 sec): 3 clusters
  Score: Raw -1372878.558966 + Penalty 3097.542816 = -1369781.016149
  nChanged 848
		SP:Iteration 2F (92098.620000 sec): 3 clusters
  Score: Raw -1373298.957000 + Penalty 3097.542816 = -1370201.414184
  nChanged 777
		SP:Iteration 3F (92098.870000 sec): 3 clusters
  Score: Raw -1373706.841541 + Penalty 3097.542816 = -1370609.298725
  nChanged 772
		SP:Iteration 4F (92099.070000 sec): 3 clusters
  Score: Raw -1374143.656615 + Penalty 3097.542816 = -1371046.113799
  nChanged 718
		SP:Iteration 5F (92099.300000 sec): 3 clusters
  Score: Raw -1374531.371287 + Penalty 3097.542816 = -1371433.828471
  nChanged 647
		SP:Iteration 6Q (92099.540000 sec): 3 clusters
  Score: Raw -1374892.739651 + Penalty 3097.542816 = -1371795.196835
  nChanged 647
		SP:Iteration 7Q (92099.730000 sec): 3 clusters
  Score: Raw -1375290.183162 + Penalty 3097.542816 = -1372192.640346
  nChanged 587
		SP:Iteration 8Q (92099.990000 sec): 3 clusters
  Score: Raw -1375618.684627 + Penalty 3097.542816 = -1372521.141811
  nChanged 520
		SP:Iteration 9Q (92100.240000 sec): 3 clusters
  Score: Raw -1375890.898505 + Penalty 3097.542816 = -1372793.355688
  nChanged 421
		SP:Iteration 10Q (92100.530000 sec): 3 clusters
  Score: Raw -1376090.752639 + Penalty 3097.542816 = -1372993.209823
  nChanged 360
		SP:Iteration 11Q (92100.720000 sec): 3 clusters
  Score: Raw -1376244.944461 + Penalty 3097.542816 = -1373147.401645
  nChanged 291
		SP:Iteration 12Q (92100.950000 sec): 3 clusters
  Score: Raw -1376345.077291 + Penalty 3097.542816 = -1373247.534475
  nChanged 228
		SP:Iteration 13Q (92101.200000 sec): 3 clusters
  Score: Raw -1376430.326651 + Penalty 3097.542816 = -1373332.783835
  nChanged 191
		SP:Iteration 14Q (92101.400000 sec): 3 clusters
  Score: Raw -1376492.643175 + Penalty 3097.542816 = -1373395.100359
  nChanged 158
		SP:Iteration 15Q (92101.690000 sec): 3 clusters
  Score: Raw -1376540.888987 + Penalty 3097.542816 = -1373443.346171
  nChanged 128
		SP:Iteration 16Q (92101.890000 sec): 3 clusters
  Score: Raw -1376577.121386 + Penalty 3097.542816 = -1373479.578569
  nChanged 120
		SP:Iteration 17Q (92102.190000 sec): 3 clusters
  Score: Raw -1376610.287587 + Penalty 3097.542816 = -1373512.744771
  nChanged 122
		SP:Iteration 18Q (92102.430000 sec): 3 clusters
  Score: Raw -1376646.195126 + Penalty 3097.542816 = -1373548.652310
  nChanged 131
		SP:Iteration 19Q (92102.700000 sec): 3 clusters
  Score: Raw -1376690.557171 + Penalty 3097.542816 = -1373593.014354
  nChanged 141
		SP:Iteration 20F (92103.030000 sec): 3 clusters
  Score: Raw -1376739.368664 + Penalty 3097.542816 = -1373641.825848
  nChanged 138
		SP:Iteration 21Q (92103.260000 sec): 3 clusters
  Score: Raw -1376791.476232 + Penalty 3097.542816 = -1373693.933416
  nChanged 133
		SP:Iteration 22Q (92103.560000 sec): 3 clusters
  Score: Raw -1376836.597828 + Penalty 3097.542816 = -1373739.055011
  nChanged 122
		SP:Iteration 23Q (92103.780000 sec): 3 clusters
  Score: Raw -1376878.180873 + Penalty 3097.542816 = -1373780.638057
  nChanged 138
		SP:Iteration 24Q (92104.020000 sec): 3 clusters
  Score: Raw -1376924.786719 + Penalty 3097.542816 = -1373827.243903
  nChanged 119
		SP:Iteration 25Q (92104.240000 sec): 3 clusters
  Score: Raw -1376963.877742 + Penalty 3097.542816 = -1373866.334926
  nChanged 118
		SP:Iteration 26Q (92104.460000 sec): 3 clusters
  Score: Raw -1376998.963463 + Penalty 3097.542816 = -1373901.420647
  nChanged 107
		SP:Iteration 27Q (92104.720000 sec): 3 clusters
  Score: Raw -1377034.279226 + Penalty 3097.542816 = -1373936.736410
  nChanged 117
		SP:Iteration 28Q (92104.970000 sec): 3 clusters
  Score: Raw -1377071.017074 + Penalty 3097.542816 = -1373973.474258
  nChanged 104
		SP:Iteration 29Q (92105.200000 sec): 3 clusters
  Score: Raw -1377100.297201 + Penalty 3097.542816 = -1374002.754385
  nChanged 100
		SP:Iteration 30Q (92105.450000 sec): 3 clusters
  Score: Raw -1377125.639743 + Penalty 3097.542816 = -1374028.096927
  nChanged 85
		SP:Iteration 31Q (92105.670000 sec): 3 clusters
  Score: Raw -1377147.993885 + Penalty 3097.542816 = -1374050.451069
  nChanged 90
		SP:Iteration 32Q (92105.920000 sec): 3 clusters
  Score: Raw -1377171.941242 + Penalty 3097.542816 = -1374074.398426
  nChanged 78
		SP:Iteration 33Q (92106.120000 sec): 3 clusters
  Score: Raw -1377190.839775 + Penalty 3097.542816 = -1374093.296959
  nChanged 62
		SP:Iteration 34Q (92106.370000 sec): 3 clusters
  Score: Raw -1377206.575782 + Penalty 3097.542816 = -1374109.032965
  nChanged 57
		SP:Iteration 35Q (92106.600000 sec): 3 clusters
  Score: Raw -1377224.024495 + Penalty 3097.542816 = -1374126.481679
  nChanged 74
		SP:Iteration 36Q (92106.830000 sec): 3 clusters
  Score: Raw -1377248.797461 + Penalty 3097.542816 = -1374151.254645
  nChanged 67
		SP:Iteration 37Q (92107.110000 sec): 3 clusters
  Score: Raw -1377272.596980 + Penalty 3097.542816 = -1374175.054164
  nChanged 72
		SP:Iteration 38Q (92107.320000 sec): 3 clusters
  Score: Raw -1377293.706312 + Penalty 3097.542816 = -1374196.163496
  nChanged 57
		SP:Iteration 39Q (92107.550000 sec): 3 clusters
  Score: Raw -1377310.333953 + Penalty 3097.542816 = -1374212.791137
  nChanged 57
		SP:Iteration 40F (92107.800000 sec): 3 clusters
  Score: Raw -1377326.076109 + Penalty 3097.542816 = -1374228.533293
  nChanged 48
		SP:Iteration 41Q (92108.040000 sec): 3 clusters
  Score: Raw -1377340.980511 + Penalty 3097.542816 = -1374243.437695
  nChanged 52
		SP:Iteration 42Q (92108.320000 sec): 3 clusters
  Score: Raw -1377358.061680 + Penalty 3097.542816 = -1374260.518864
  nChanged 66
		SP:Iteration 43Q (92108.550000 sec): 3 clusters
  Score: Raw -1377379.532947 + Penalty 3097.542816 = -1374281.990131
  nChanged 59
		SP:Iteration 44Q (92108.820000 sec): 3 clusters
  Score: Raw -1377401.188638 + Penalty 3097.542816 = -1374303.645822
  nChanged 54
		SP:Iteration 45Q (92109.040000 sec): 3 clusters
  Score: Raw -1377421.679641 + Penalty 3097.542816 = -1374324.136825
  nChanged 52
		SP:Iteration 46Q (92109.320000 sec): 3 clusters
  Score: Raw -1377441.294222 + Penalty 3097.542816 = -1374343.751406
  nChanged 52
		SP:Iteration 47Q (92109.580000 sec): 3 clusters
  Score: Raw -1377460.518830 + Penalty 3097.542816 = -1374362.976014
  nChanged 63
		SP:Iteration 48Q (92109.860000 sec): 3 clusters
  Score: Raw -1377483.428901 + Penalty 3097.542816 = -1374385.886085
  nChanged 45
		SP:Iteration 49Q (92110.120000 sec): 3 clusters
  Score: Raw -1377499.149429 + Penalty 3097.542816 = -1374401.606613
  nChanged 48
		SP:Iteration 50Q (92110.310000 sec): 3 clusters
  Score: Raw -1377517.522129 + Penalty 3097.542816 = -1374419.979313
  nChanged 36
		SP:Iteration 51Q (92110.560000 sec): 3 clusters
  Score: Raw -1377530.483831 + Penalty 3097.542816 = -1374432.941015
  nChanged 37
		SP:Iteration 52Q (92110.770000 sec): 3 clusters
  Score: Raw -1377544.556003 + Penalty 3097.542816 = -1374447.013187
  nChanged 32
		SP:Iteration 53Q (92111.010000 sec): 3 clusters
  Score: Raw -1377556.941620 + Penalty 3097.542816 = -1374459.398803
  nChanged 29
		SP:Iteration 54Q (92111.210000 sec): 3 clusters
  Score: Raw -1377567.715032 + Penalty 3097.542816 = -1374470.172216
  nChanged 23
		SP:Iteration 55Q (92111.460000 sec): 3 clusters
  Score: Raw -1377575.988070 + Penalty 3097.542816 = -1374478.445253
  nChanged 16
		SP:Iteration 56Q (92111.690000 sec): 3 clusters
  Score: Raw -1377581.971044 + Penalty 3097.542816 = -1374484.428228
  nChanged 14
		SP:Iteration 57Q (92111.890000 sec): 3 clusters
  Score: Raw -1377587.983172 + Penalty 3097.542816 = -1374490.440356
  nChanged 18
		SP:Iteration 58Q (92112.110000 sec): 3 clusters
  Score: Raw -1377595.417213 + Penalty 3097.542816 = -1374497.874397
  nChanged 22
		SP:Iteration 59Q (92112.370000 sec): 3 clusters
  Score: Raw -1377602.322512 + Penalty 3097.542816 = -1374504.779695
  nChanged 15
		SP:Iteration 60F (92112.590000 sec): 3 clusters
  Score: Raw -1377608.114458 + Penalty 3097.542816 = -1374510.571641
  nChanged 15
		SP:Iteration 61Q (92112.820000 sec): 3 clusters
  Score: Raw -1377613.997866 + Penalty 3097.542816 = -1374516.455050
  nChanged 16
		SP:Iteration 62Q (92113.070000 sec): 3 clusters
  Score: Raw -1377620.270643 + Penalty 3097.542816 = -1374522.727827
  nChanged 18
		SP:Iteration 63Q (92113.290000 sec): 3 clusters
  Score: Raw -1377625.837777 + Penalty 3097.542816 = -1374528.294960
  nChanged 13
		SP:Iteration 64Q (92113.550000 sec): 3 clusters
  Score: Raw -1377629.676188 + Penalty 3097.542816 = -1374532.133372
  nChanged 12
		SP:Iteration 65Q (92113.730000 sec): 3 clusters
  Score: Raw -1377633.071337 + Penalty 3097.542816 = -1374535.528520
  nChanged 11
		SP:Iteration 66Q (92114.010000 sec): 3 clusters
  Score: Raw -1377635.402529 + Penalty 3097.542816 = -1374537.859713
  nChanged 8
		SP:Iteration 67Q (92114.250000 sec): 3 clusters
  Score: Raw -1377638.355291 + Penalty 3097.542816 = -1374540.812475
  nChanged 10
		SP:Iteration 68Q (92114.530000 sec): 3 clusters
  Score: Raw -1377640.963299 + Penalty 3097.542816 = -1374543.420483
  nChanged 12
		SP:Iteration 69Q (92114.740000 sec): 3 clusters
  Score: Raw -1377645.620550 + Penalty 3097.542816 = -1374548.077734
  nChanged 13
		SP:Iteration 70Q (92115.040000 sec): 3 clusters
  Score: Raw -1377649.180450 + Penalty 3097.542816 = -1374551.637634
  nChanged 8
		SP:Iteration 71Q (92115.300000 sec): 3 clusters
  Score: Raw -1377651.118576 + Penalty 3097.542816 = -1374553.575760
  nChanged 4
		SP:Iteration 72Q (92115.590000 sec): 3 clusters
  Score: Raw -1377651.812502 + Penalty 3097.542816 = -1374554.269686
  nChanged 3
		SP:Iteration 73Q (92115.840000 sec): 3 clusters
  Score: Raw -1377652.818045 + Penalty 3097.542816 = -1374555.275229
  nChanged 2
		SP:Iteration 74Q (92116.100000 sec): 3 clusters
  Score: Raw -1377654.091986 + Penalty 3097.542816 = -1374556.549170
  nChanged 6
		SP:Iteration 75Q (92116.390000 sec): 3 clusters
  Score: Raw -1377656.326099 + Penalty 3097.542816 = -1374558.783282
  nChanged 6
		SP:Iteration 76Q (92116.650000 sec): 3 clusters
  Score: Raw -1377657.656864 + Penalty 3097.542816 = -1374560.114048
  nChanged 1
		SP:Iteration 77Q (92116.870000 sec): 3 clusters
  Score: Raw -1377657.695070 + Penalty 3097.542816 = -1374560.152254
  nChanged 1
		SP:Iteration 78Q (92117.100000 sec): 3 clusters
  Score: Raw -1377658.031558 + Penalty 3097.542816 = -1374560.488742
  nChanged 4
		SP:Iteration 79Q (92117.380000 sec): 3 clusters
  Score: Raw -1377659.265520 + Penalty 3097.542816 = -1374561.722704
  nChanged 4
		SP:Iteration 80F (92117.660000 sec): 3 clusters
  Score: Raw -1377660.542824 + Penalty 3097.542816 = -1374563.000008
  nChanged 2
		SP:Iteration 81Q (92117.910000 sec): 3 clusters
  Score: Raw -1377661.109675 + Penalty 3097.542816 = -1374563.566859
  nChanged 2
		SP:Iteration 82Q (92118.160000 sec): 3 clusters
  Score: Raw -1377661.578642 + Penalty 3097.542816 = -1374564.035826
  nChanged 3
		SP:Iteration 83Q (92118.410000 sec): 3 clusters
  Score: Raw -1377662.880536 + Penalty 3097.542816 = -1374565.337720
  nChanged 4
		SP:Iteration 84Q (92118.620000 sec): 3 clusters
  Score: Raw -1377663.923946 + Penalty 3097.542816 = -1374566.381130
  nChanged 1
		SP:Iteration 85Q (92118.910000 sec): 3 clusters
  Score: Raw -1377664.217750 + Penalty 3097.542816 = -1374566.674934
  nChanged 1
		SP:Iteration 86Q (92119.180000 sec): 3 clusters
  Score: Raw -1377664.347188 + Penalty 3097.542816 = -1374566.804372
  nChanged 2
		SP:Iteration 87Q (92119.440000 sec): 3 clusters
  Score: Raw -1377665.038680 + Penalty 3097.542816 = -1374567.495863
  nChanged 3
		SP:Iteration 88Q (92119.680000 sec): 3 clusters
  Score: Raw -1377666.689547 + Penalty 3097.542816 = -1374569.146731
  nChanged 5
		SP:Iteration 89Q (92119.940000 sec): 3 clusters
  Score: Raw -1377668.506938 + Penalty 3097.542816 = -1374570.964122
  nChanged 5
		SP:Iteration 90Q (92120.220000 sec): 3 clusters
  Score: Raw -1377670.981237 + Penalty 3097.542816 = -1374573.438421
  nChanged 5
		SP:Iteration 91Q (92120.450000 sec): 3 clusters
  Score: Raw -1377673.262227 + Penalty 3097.542816 = -1374575.719410
  nChanged 5
		SP:Iteration 92Q (92120.690000 sec): 3 clusters
  Score: Raw -1377674.917162 + Penalty 3097.542816 = -1374577.374346
  nChanged 3
		SP:Iteration 93Q (92120.960000 sec): 3 clusters
  Score: Raw -1377677.264964 + Penalty 3097.542816 = -1374579.722148
  nChanged 4
		SP:Iteration 94Q (92121.190000 sec): 3 clusters
  Score: Raw -1377678.726378 + Penalty 3097.542816 = -1374581.183562
  nChanged 3
		SP:Iteration 95Q (92121.540000 sec): 3 clusters
  Score: Raw -1377680.169072 + Penalty 3097.542816 = -1374582.626256
  nChanged 3
		SP:Iteration 96Q (92121.820000 sec): 3 clusters
  Score: Raw -1377680.734917 + Penalty 3097.542816 = -1374583.192101
  nChanged 4
		SP:Iteration 97Q (92122.060000 sec): 3 clusters
  Score: Raw -1377681.983645 + Penalty 3097.542816 = -1374584.440829
  nChanged 3
		SP:Iteration 98Q (92122.320000 sec): 3 clusters
  Score: Raw -1377683.090391 + Penalty 3097.542816 = -1374585.547574
  nChanged 3
		SP:Iteration 99Q (92122.610000 sec): 3 clusters
  Score: Raw -1377684.103922 + Penalty 3097.542816 = -1374586.561106
  nChanged 3
		SP:Iteration 100F (92122.860000 sec): 3 clusters
  Score: Raw -1377684.934594 + Penalty 3097.542816 = -1374587.391778
  nChanged 7
		SP:Iteration 101Q (92123.120000 sec): 3 clusters
  Score: Raw -1377687.449408 + Penalty 3097.542816 = -1374589.906592
  nChanged 4
		SP:Iteration 102Q (92123.360000 sec): 3 clusters
  Score: Raw -1377689.260362 + Penalty 3097.542816 = -1374591.717545
  nChanged 3
		SP:Iteration 103Q (92123.590000 sec): 3 clusters
  Score: Raw -1377690.014929 + Penalty 3097.542816 = -1374592.472113
  nChanged 1
		SP:Iteration 104Q (92123.880000 sec): 3 clusters
  Score: Raw -1377690.097335 + Penalty 3097.542816 = -1374592.554519
  nChanged 0
		SP:Iteration 105F (92124.150000 sec): 3 clusters
  Score: Raw -1377690.097335 + Penalty 3097.542816 = -1374592.554519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (3899 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92124.280000 sec): 2 clusters
  Score: Raw -422121.103260 + Penalty 1343.627251 = -420777.476009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92124.560000 sec): 3 clusters
  Score: Raw -420184.621590 + Penalty 2687.254501 = -417497.367089
  nChanged 1533
		SP:Iteration 1F (92124.720000 sec): 3 clusters
  Score: Raw -421118.000711 + Penalty 2687.254501 = -418430.746209
  nChanged 309
		SP:Iteration 2F (92124.840000 sec): 3 clusters
  Score: Raw -421320.696105 + Penalty 2687.254501 = -418633.441604
  nChanged 232
		SP:Iteration 3F (92125.060000 sec): 3 clusters
  Score: Raw -421478.014266 + Penalty 2687.254501 = -418790.759765
  nChanged 216
		SP:Iteration 4F (92125.220000 sec): 3 clusters
  Score: Raw -421669.580991 + Penalty 2687.254501 = -418982.326489
  nChanged 219
		SP:Iteration 5F (92125.450000 sec): 3 clusters
  Score: Raw -421879.322532 + Penalty 2687.254501 = -419192.068030
  nChanged 183
		SP:Iteration 6Q (92125.680000 sec): 3 clusters
  Score: Raw -422036.588078 + Penalty 2687.254501 = -419349.333577
  nChanged 159
		SP:Iteration 7Q (92125.900000 sec): 3 clusters
  Score: Raw -422182.426783 + Penalty 2687.254501 = -419495.172282
  nChanged 161
		SP:Iteration 8Q (92126.060000 sec): 3 clusters
  Score: Raw -422322.432480 + Penalty 2687.254501 = -419635.177979
  nChanged 143
		SP:Iteration 9Q (92126.260000 sec): 3 clusters
  Score: Raw -422434.539629 + Penalty 2687.254501 = -419747.285128
  nChanged 137
		SP:Iteration 10Q (92126.440000 sec): 3 clusters
  Score: Raw -422550.613334 + Penalty 2687.254501 = -419863.358832
  nChanged 113
		SP:Iteration 11Q (92126.680000 sec): 3 clusters
  Score: Raw -422647.611970 + Penalty 2687.254501 = -419960.357468
  nChanged 84
		SP:Iteration 12Q (92126.940000 sec): 3 clusters
  Score: Raw -422718.165952 + Penalty 2687.254501 = -420030.911451
  nChanged 58
		SP:Iteration 13Q (92127.120000 sec): 3 clusters
  Score: Raw -422762.812558 + Penalty 2687.254501 = -420075.558056
  nChanged 42
		SP:Iteration 14Q (92127.340000 sec): 3 clusters
  Score: Raw -422788.934937 + Penalty 2687.254501 = -420101.680435
  nChanged 28
		SP:Iteration 15Q (92127.560000 sec): 3 clusters
  Score: Raw -422805.599577 + Penalty 2687.254501 = -420118.345075
  nChanged 22
		SP:Iteration 16Q (92127.770000 sec): 3 clusters
  Score: Raw -422816.773879 + Penalty 2687.254501 = -420129.519378
  nChanged 19
		SP:Iteration 17Q (92128.060000 sec): 3 clusters
  Score: Raw -422826.166348 + Penalty 2687.254501 = -420138.911846
  nChanged 14
		SP:Iteration 18Q (92128.260000 sec): 3 clusters
  Score: Raw -422833.581707 + Penalty 2687.254501 = -420146.327205
  nChanged 20
		SP:Iteration 19Q (92128.460000 sec): 3 clusters
  Score: Raw -422848.791027 + Penalty 2687.254501 = -420161.536525
  nChanged 19
		SP:Iteration 20F (92128.620000 sec): 3 clusters
  Score: Raw -422860.656499 + Penalty 2687.254501 = -420173.401998
  nChanged 12
		SP:Iteration 21Q (92128.830000 sec): 3 clusters
  Score: Raw -422866.801755 + Penalty 2687.254501 = -420179.547254
  nChanged 10
		SP:Iteration 22Q (92129.050000 sec): 3 clusters
  Score: Raw -422869.750407 + Penalty 2687.254501 = -420182.495906
  nChanged 3
		SP:Iteration 23Q (92129.290000 sec): 3 clusters
  Score: Raw -422870.646751 + Penalty 2687.254501 = -420183.392250
  nChanged 3
		SP:Iteration 24Q (92129.550000 sec): 3 clusters
  Score: Raw -422871.763763 + Penalty 2687.254501 = -420184.509262
  nChanged 0
		SP:Iteration 25F (92129.730000 sec): 3 clusters
  Score: Raw -422871.763763 + Penalty 2687.254501 = -420184.509262
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92130.360000 sec): 2 clusters
  Score: Raw -11831665.427199 + Penalty 1893.100397 = -11829772.326802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92131.120000 sec): 3 clusters
  Score: Raw -11756490.010185 + Penalty 3786.200795 = -11752703.809390
  nChanged 55059
		SP:Iteration 1F (92131.780000 sec): 3 clusters
  Score: Raw -11788611.900524 + Penalty 3786.200795 = -11784825.699730
  nChanged 4293
		SP:Iteration 2Q (92132.520000 sec): 3 clusters
  Score: Raw -11790128.671490 + Penalty 3786.200795 = -11786342.470696
  nChanged 5092
		SP:Iteration 3Q (92133.220000 sec): 3 clusters
  Score: Raw -11792518.229724 + Penalty 3786.200795 = -11788732.028929
  nChanged 5981
		SP:Iteration 4F (92133.980000 sec): 3 clusters
  Score: Raw -11795741.566931 + Penalty 3786.200795 = -11791955.366136
  nChanged 6651
		SP:Iteration 5F (92134.690000 sec): 3 clusters
  Score: Raw -11799401.399092 + Penalty 3786.200795 = -11795615.198297
  nChanged 6648
		SP:Iteration 6F (92135.380000 sec): 3 clusters
  Score: Raw -11802949.561622 + Penalty 3786.200795 = -11799163.360827
  nChanged 6361
		SP:Iteration 7F (92136.110000 sec): 3 clusters
  Score: Raw -11806226.747681 + Penalty 3786.200795 = -11802440.546886
  nChanged 5722
		SP:Iteration 8Q (92136.890000 sec): 3 clusters
  Score: Raw -11809047.152703 + Penalty 3786.200795 = -11805260.951908
  nChanged 4988
		SP:Iteration 9Q (92137.620000 sec): 3 clusters
  Score: Raw -11811372.819386 + Penalty 3786.200795 = -11807586.618591
  nChanged 4104
		SP:Iteration 10Q (92138.360000 sec): 3 clusters
  Score: Raw -11812973.553604 + Penalty 3786.200795 = -11809187.352810
  nChanged 3236
		SP:Iteration 11Q (92139.180000 sec): 3 clusters
  Score: Raw -11813918.905326 + Penalty 3786.200795 = -11810132.704532
  nChanged 2284
		SP:Iteration 12Q (92139.920000 sec): 3 clusters
  Score: Raw -11814402.777295 + Penalty 3786.200795 = -11810616.576500
  nChanged 1603
		SP:Iteration 13Q (92140.700000 sec): 3 clusters
  Score: Raw -11814646.648682 + Penalty 3786.200795 = -11810860.447887
  nChanged 1132
		SP:Iteration 14Q (92141.480000 sec): 3 clusters
  Score: Raw -11814797.075114 + Penalty 3786.200795 = -11811010.874320
  nChanged 860
		SP:Iteration 15Q (92142.240000 sec): 3 clusters
  Score: Raw -11814905.787853 + Penalty 3786.200795 = -11811119.587058
  nChanged 826
		SP:Iteration 16Q (92143.080000 sec): 3 clusters
  Score: Raw -11815017.354868 + Penalty 3786.200795 = -11811231.154074
  nChanged 817
		SP:Iteration 17Q (92143.860000 sec): 3 clusters
  Score: Raw -11815126.256001 + Penalty 3786.200795 = -11811340.055206
  nChanged 799
		SP:Iteration 18Q (92144.620000 sec): 3 clusters
  Score: Raw -11815233.427441 + Penalty 3786.200795 = -11811447.226646
  nChanged 815
		SP:Iteration 19Q (92145.440000 sec): 3 clusters
  Score: Raw -11815337.340930 + Penalty 3786.200795 = -11811551.140136
  nChanged 763
		SP:Iteration 20F (92146.170000 sec): 3 clusters
  Score: Raw -11815432.182482 + Penalty 3786.200795 = -11811645.981688
  nChanged 756
		SP:Iteration 21Q (92146.960000 sec): 3 clusters
  Score: Raw -11815526.679223 + Penalty 3786.200795 = -11811740.478429
  nChanged 729
		SP:Iteration 22Q (92147.680000 sec): 3 clusters
  Score: Raw -11815618.680153 + Penalty 3786.200795 = -11811832.479358
  nChanged 727
		SP:Iteration 23Q (92148.410000 sec): 3 clusters
  Score: Raw -11815705.659012 + Penalty 3786.200795 = -11811919.458217
  nChanged 729
		SP:Iteration 24Q (92149.120000 sec): 3 clusters
  Score: Raw -11815793.873762 + Penalty 3786.200795 = -11812007.672968
  nChanged 701
		SP:Iteration 25Q (92149.770000 sec): 3 clusters
  Score: Raw -11815877.005566 + Penalty 3786.200795 = -11812090.804771
  nChanged 744
		SP:Iteration 26Q (92150.410000 sec): 3 clusters
  Score: Raw -11815963.620783 + Penalty 3786.200795 = -11812177.419989
  nChanged 725
		SP:Iteration 27Q (92151.100000 sec): 3 clusters
  Score: Raw -11816049.562975 + Penalty 3786.200795 = -11812263.362180
  nChanged 717
		SP:Iteration 28Q (92151.820000 sec): 3 clusters
  Score: Raw -11816140.684611 + Penalty 3786.200795 = -11812354.483816
  nChanged 773
		SP:Iteration 29Q (92152.510000 sec): 3 clusters
  Score: Raw -11816240.500763 + Penalty 3786.200795 = -11812454.299968
  nChanged 800
		SP:Iteration 30Q (92153.200000 sec): 3 clusters
  Score: Raw -11816348.808227 + Penalty 3786.200795 = -11812562.607432
  nChanged 856
		SP:Iteration 31Q (92153.870000 sec): 3 clusters
  Score: Raw -11816473.455179 + Penalty 3786.200795 = -11812687.254384
  nChanged 895
		SP:Iteration 32Q (92154.580000 sec): 3 clusters
  Score: Raw -11816611.280571 + Penalty 3786.200795 = -11812825.079776
  nChanged 938
		SP:Iteration 33Q (92155.280000 sec): 3 clusters
  Score: Raw -11816763.528177 + Penalty 3786.200795 = -11812977.327382
  nChanged 1005
		SP:Iteration 34Q (92155.930000 sec): 3 clusters
  Score: Raw -11816923.446191 + Penalty 3786.200795 = -11813137.245396
  nChanged 1031
		SP:Iteration 35Q (92156.610000 sec): 3 clusters
  Score: Raw -11817099.464589 + Penalty 3786.200795 = -11813313.263794
  nChanged 1124
		SP:Iteration 36Q (92157.290000 sec): 3 clusters
  Score: Raw -11817302.862486 + Penalty 3786.200795 = -11813516.661691
  nChanged 1197
		SP:Iteration 37Q (92157.970000 sec): 3 clusters
  Score: Raw -11817539.869225 + Penalty 3786.200795 = -11813753.668430
  nChanged 1304
		SP:Iteration 38Q (92158.680000 sec): 3 clusters
  Score: Raw -11817812.244064 + Penalty 3786.200795 = -11814026.043269
  nChanged 1413
		SP:Iteration 39Q (92159.410000 sec): 3 clusters
  Score: Raw -11818123.445715 + Penalty 3786.200795 = -11814337.244920
  nChanged 1479
		SP:Iteration 40F (92160.110000 sec): 3 clusters
  Score: Raw -11818460.244739 + Penalty 3786.200795 = -11814674.043944
  nChanged 1526
		SP:Iteration 41Q (92160.780000 sec): 3 clusters
  Score: Raw -11818823.304343 + Penalty 3786.200795 = -11815037.103548
  nChanged 1616
		SP:Iteration 42Q (92161.450000 sec): 3 clusters
  Score: Raw -11819233.156427 + Penalty 3786.200795 = -11815446.955632
  nChanged 1697
		SP:Iteration 43Q (92162.130000 sec): 3 clusters
  Score: Raw -11819682.080894 + Penalty 3786.200795 = -11815895.880100
  nChanged 1730
		SP:Iteration 44Q (92162.800000 sec): 3 clusters
  Score: Raw -11820165.633771 + Penalty 3786.200795 = -11816379.432976
  nChanged 1757
		SP:Iteration 45Q (92163.450000 sec): 3 clusters
  Score: Raw -11820692.450791 + Penalty 3786.200795 = -11816906.249997
  nChanged 1875
		SP:Iteration 46Q (92164.130000 sec): 3 clusters
  Score: Raw -11821312.663443 + Penalty 3786.200795 = -11817526.462648
  nChanged 1926
		SP:Iteration 47Q (92164.810000 sec): 3 clusters
  Score: Raw -11821999.853130 + Penalty 3786.200795 = -11818213.652336
  nChanged 1971
		SP:Iteration 48Q (92165.530000 sec): 3 clusters
  Score: Raw -11822749.543018 + Penalty 3786.200795 = -11818963.342223
  nChanged 2007
		SP:Iteration 49Q (92166.250000 sec): 3 clusters
  Score: Raw -11823561.361149 + Penalty 3786.200795 = -11819775.160354
  nChanged 1988
		SP:Iteration 50Q (92166.950000 sec): 3 clusters
  Score: Raw -11824396.492440 + Penalty 3786.200795 = -11820610.291645
  nChanged 1999
		SP:Iteration 51Q (92167.670000 sec): 3 clusters
  Score: Raw -11825300.870335 + Penalty 3786.200795 = -11821514.669540
  nChanged 1917
		SP:Iteration 52Q (92168.390000 sec): 3 clusters
  Score: Raw -11826229.601885 + Penalty 3786.200795 = -11822443.401090
  nChanged 1844
		SP:Iteration 53Q (92169.050000 sec): 3 clusters
  Score: Raw -11827187.145888 + Penalty 3786.200795 = -11823400.945094
  nChanged 1741
		SP:Iteration 54Q (92169.740000 sec): 3 clusters
  Score: Raw -11828158.389607 + Penalty 3786.200795 = -11824372.188812
  nChanged 1553
		SP:Iteration 55Q (92170.380000 sec): 3 clusters
  Score: Raw -11829066.586782 + Penalty 3786.200795 = -11825280.385988
  nChanged 1305
		SP:Iteration 56Q (92171.040000 sec): 3 clusters
  Score: Raw -11829844.597227 + Penalty 3786.200795 = -11826058.396432
  nChanged 1029
		SP:Iteration 57Q (92171.750000 sec): 3 clusters
  Score: Raw -11830469.447511 + Penalty 3786.200795 = -11826683.246717
  nChanged 753
		SP:Iteration 58Q (92172.360000 sec): 3 clusters
  Score: Raw -11830908.352960 + Penalty 3786.200795 = -11827122.152166
  nChanged 539
		SP:Iteration 59Q (92173.080000 sec): 3 clusters
  Score: Raw -11831236.820347 + Penalty 3786.200795 = -11827450.619552
  nChanged 359
		SP:Iteration 60F (92173.840000 sec): 3 clusters
  Score: Raw -11831441.718598 + Penalty 3786.200795 = -11827655.517803
  nChanged 225
		SP:Iteration 61Q (92174.520000 sec): 3 clusters
  Score: Raw -11831566.100656 + Penalty 3786.200795 = -11827779.899861
  nChanged 141
		SP:Iteration 62Q (92175.180000 sec): 3 clusters
  Score: Raw -11831642.655768 + Penalty 3786.200795 = -11827856.454974
  nChanged 93
		SP:Iteration 63Q (92175.910000 sec): 3 clusters
  Score: Raw -11831697.204705 + Penalty 3786.200795 = -11827911.003911
  nChanged 66
		SP:Iteration 64Q (92176.560000 sec): 3 clusters
  Score: Raw -11831738.548622 + Penalty 3786.200795 = -11827952.347827
  nChanged 58
		SP:Iteration 65Q (92177.240000 sec): 3 clusters
  Score: Raw -11831774.339931 + Penalty 3786.200795 = -11827988.139136
  nChanged 52
		SP:Iteration 66Q (92177.860000 sec): 3 clusters
  Score: Raw -11831805.571314 + Penalty 3786.200795 = -11828019.370519
  nChanged 43
		SP:Iteration 67Q (92178.500000 sec): 3 clusters
  Score: Raw -11831834.745877 + Penalty 3786.200795 = -11828048.545083
  nChanged 32
		SP:Iteration 68Q (92179.100000 sec): 3 clusters
  Score: Raw -11831856.009524 + Penalty 3786.200795 = -11828069.808729
  nChanged 23
		SP:Iteration 69Q (92179.780000 sec): 3 clusters
  Score: Raw -11831873.214603 + Penalty 3786.200795 = -11828087.013808
  nChanged 17
		SP:Iteration 70Q (92180.420000 sec): 3 clusters
  Score: Raw -11831884.575401 + Penalty 3786.200795 = -11828098.374606
  nChanged 22
		SP:Iteration 71Q (92181.020000 sec): 3 clusters
  Score: Raw -11831899.930098 + Penalty 3786.200795 = -11828113.729304
  nChanged 23
		SP:Iteration 72Q (92181.680000 sec): 3 clusters
  Score: Raw -11831917.135059 + Penalty 3786.200795 = -11828130.934264
  nChanged 13
		SP:Iteration 73Q (92182.280000 sec): 3 clusters
  Score: Raw -11831926.823220 + Penalty 3786.200795 = -11828140.622426
  nChanged 9
		SP:Iteration 74Q (92182.870000 sec): 3 clusters
  Score: Raw -11831933.547379 + Penalty 3786.200795 = -11828147.346584
  nChanged 6
		SP:Iteration 75Q (92183.430000 sec): 3 clusters
  Score: Raw -11831936.897498 + Penalty 3786.200795 = -11828150.696703
  nChanged 4
		SP:Iteration 76Q (92183.960000 sec): 3 clusters
  Score: Raw -11831940.093065 + Penalty 3786.200795 = -11828153.892270
  nChanged 4
		SP:Iteration 77Q (92184.480000 sec): 3 clusters
  Score: Raw -11831942.457337 + Penalty 3786.200795 = -11828156.256543
  nChanged 2
		SP:Iteration 78Q (92184.940000 sec): 3 clusters
  Score: Raw -11831943.410709 + Penalty 3786.200795 = -11828157.209914
  nChanged 2
		SP:Iteration 79Q (92185.420000 sec): 3 clusters
  Score: Raw -11831944.082274 + Penalty 3786.200795 = -11828157.881479
  nChanged 3
		SP:Iteration 80F (92186.040000 sec): 3 clusters
  Score: Raw -11831946.502527 + Penalty 3786.200795 = -11828160.301732
  nChanged 4
		SP:Iteration 81Q (92186.600000 sec): 3 clusters
  Score: Raw -11831948.320924 + Penalty 3786.200795 = -11828162.120129
  nChanged 2
		SP:Iteration 82Q (92187.170000 sec): 3 clusters
  Score: Raw -11831949.061049 + Penalty 3786.200795 = -11828162.860254
  nChanged 1
		SP:Iteration 83Q (92187.760000 sec): 3 clusters
  Score: Raw -11831950.058559 + Penalty 3786.200795 = -11828163.857765
  nChanged 1
		SP:Iteration 84Q (92188.320000 sec): 3 clusters
  Score: Raw -11831950.732902 + Penalty 3786.200795 = -11828164.532107
  nChanged 0
		SP:Iteration 85F (92188.980000 sec): 3 clusters
  Score: Raw -11831950.732902 + Penalty 3786.200795 = -11828164.532107
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92189.130000 sec): 2 clusters
  Score: Raw -289532.751661 + Penalty 1297.198127 = -288235.553535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92189.370000 sec): 3 clusters
  Score: Raw -288151.087345 + Penalty 2594.396253 = -285556.691091
  nChanged 1118
		SP:Iteration 1F (92189.550000 sec): 3 clusters
  Score: Raw -288915.770593 + Penalty 2594.396253 = -286321.374340
  nChanged 270
		SP:Iteration 2F (92189.750000 sec): 3 clusters
  Score: Raw -289141.254349 + Penalty 2594.396253 = -286546.858096
  nChanged 198
		SP:Iteration 3F (92189.940000 sec): 3 clusters
  Score: Raw -289282.392518 + Penalty 2594.396253 = -286687.996265
  nChanged 146
		SP:Iteration 4Q (92190.170000 sec): 3 clusters
  Score: Raw -289391.479686 + Penalty 2594.396253 = -286797.083433
  nChanged 123
		SP:Iteration 5Q (92190.370000 sec): 3 clusters
  Score: Raw -289479.647698 + Penalty 2594.396253 = -286885.251445
  nChanged 101
		SP:Iteration 6Q (92190.550000 sec): 3 clusters
  Score: Raw -289560.258289 + Penalty 2594.396253 = -286965.862036
  nChanged 92
		SP:Iteration 7Q (92190.760000 sec): 3 clusters
  Score: Raw -289618.766743 + Penalty 2594.396253 = -287024.370490
  nChanged 65
		SP:Iteration 8Q (92190.950000 sec): 3 clusters
  Score: Raw -289650.175795 + Penalty 2594.396253 = -287055.779542
  nChanged 40
		SP:Iteration 9Q (92191.130000 sec): 3 clusters
  Score: Raw -289665.128817 + Penalty 2594.396253 = -287070.732564
  nChanged 30
		SP:Iteration 10Q (92191.310000 sec): 3 clusters
  Score: Raw -289677.466748 + Penalty 2594.396253 = -287083.070494
  nChanged 29
		SP:Iteration 11Q (92191.540000 sec): 3 clusters
  Score: Raw -289688.923696 + Penalty 2594.396253 = -287094.527443
  nChanged 21
		SP:Iteration 12Q (92191.730000 sec): 3 clusters
  Score: Raw -289696.866320 + Penalty 2594.396253 = -287102.470067
  nChanged 18
		SP:Iteration 13Q (92191.920000 sec): 3 clusters
  Score: Raw -289703.640571 + Penalty 2594.396253 = -287109.244317
  nChanged 18
		SP:Iteration 14Q (92192.120000 sec): 3 clusters
  Score: Raw -289711.231436 + Penalty 2594.396253 = -287116.835183
  nChanged 17
		SP:Iteration 15Q (92192.330000 sec): 3 clusters
  Score: Raw -289717.583604 + Penalty 2594.396253 = -287123.187351
  nChanged 13
		SP:Iteration 16Q (92192.520000 sec): 3 clusters
  Score: Raw -289721.137792 + Penalty 2594.396253 = -287126.741539
  nChanged 9
		SP:Iteration 17Q (92192.670000 sec): 3 clusters
  Score: Raw -289726.249891 + Penalty 2594.396253 = -287131.853638
  nChanged 13
		SP:Iteration 18Q (92192.880000 sec): 3 clusters
  Score: Raw -289730.437118 + Penalty 2594.396253 = -287136.040864
  nChanged 7
		SP:Iteration 19Q (92193.030000 sec): 3 clusters
  Score: Raw -289732.729743 + Penalty 2594.396253 = -287138.333490
  nChanged 4
		SP:Iteration 20F (92193.270000 sec): 3 clusters
  Score: Raw -289733.960705 + Penalty 2594.396253 = -287139.564452
  nChanged 5
		SP:Iteration 21Q (92193.500000 sec): 3 clusters
  Score: Raw -289734.903843 + Penalty 2594.396253 = -287140.507590
  nChanged 3
		SP:Iteration 22Q (92193.670000 sec): 3 clusters
  Score: Raw -289735.799313 + Penalty 2594.396253 = -287141.403060
  nChanged 3
		SP:Iteration 23Q (92193.890000 sec): 3 clusters
  Score: Raw -289736.328047 + Penalty 2594.396253 = -287141.931793
  nChanged 2
		SP:Iteration 24Q (92194.050000 sec): 3 clusters
  Score: Raw -289736.688370 + Penalty 2594.396253 = -287142.292117
  nChanged 2
		SP:Iteration 25Q (92194.250000 sec): 3 clusters
  Score: Raw -289737.176995 + Penalty 2594.396253 = -287142.780741
  nChanged 2
		SP:Iteration 26Q (92194.420000 sec): 3 clusters
  Score: Raw -289737.863198 + Penalty 2594.396253 = -287143.466945
  nChanged 2
		SP:Iteration 27Q (92194.610000 sec): 3 clusters
  Score: Raw -289738.622576 + Penalty 2594.396253 = -287144.226323
  nChanged 1
		SP:Iteration 28Q (92194.780000 sec): 3 clusters
  Score: Raw -289738.825019 + Penalty 2594.396253 = -287144.428766
  nChanged 1
		SP:Iteration 29Q (92194.990000 sec): 3 clusters
  Score: Raw -289739.388686 + Penalty 2594.396253 = -287144.992432
  nChanged 1
		SP:Iteration 30Q (92195.190000 sec): 3 clusters
  Score: Raw -289739.606929 + Penalty 2594.396253 = -287145.210676
  nChanged 2
		SP:Iteration 31Q (92195.400000 sec): 3 clusters
  Score: Raw -289740.630540 + Penalty 2594.396253 = -287146.234287
  nChanged 2
		SP:Iteration 32Q (92195.630000 sec): 3 clusters
  Score: Raw -289741.250394 + Penalty 2594.396253 = -287146.854141
  nChanged 1
		SP:Iteration 33Q (92195.830000 sec): 3 clusters
  Score: Raw -289741.545083 + Penalty 2594.396253 = -287147.148830
  nChanged 0
		SP:Iteration 34F (92196.060000 sec): 3 clusters
  Score: Raw -289741.545083 + Penalty 2594.396253 = -287147.148830
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92196.180000 sec): 2 clusters
  Score: Raw -189600.859664 + Penalty 1228.174181 = -188372.685483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92196.320000 sec): 3 clusters
  Score: Raw -188819.277243 + Penalty 2456.348362 = -186362.928882
  nChanged 638
		SP:Iteration 1F (92196.550000 sec): 3 clusters
  Score: Raw -189238.077111 + Penalty 2456.348362 = -186781.728750
  nChanged 147
		SP:Iteration 2F (92196.680000 sec): 3 clusters
  Score: Raw -189368.935488 + Penalty 2456.348362 = -186912.587126
  nChanged 99
		SP:Iteration 3F (92196.890000 sec): 3 clusters
  Score: Raw -189483.808558 + Penalty 2456.348362 = -187027.460196
  nChanged 118
		SP:Iteration 4F (92197.100000 sec): 3 clusters
  Score: Raw -189602.787234 + Penalty 2456.348362 = -187146.438872
  nChanged 106
		SP:Iteration 5F (92197.320000 sec): 3 clusters
  Score: Raw -189720.238863 + Penalty 2456.348362 = -187263.890501
  nChanged 93
		SP:Iteration 6Q (92197.500000 sec): 3 clusters
  Score: Raw -189831.744930 + Penalty 2456.348362 = -187375.396569
  nChanged 75
		SP:Iteration 7Q (92197.670000 sec): 3 clusters
  Score: Raw -189906.730402 + Penalty 2456.348362 = -187450.382041
  nChanged 57
		SP:Iteration 8Q (92197.890000 sec): 3 clusters
  Score: Raw -189963.181986 + Penalty 2456.348362 = -187506.833624
  nChanged 45
		SP:Iteration 9Q (92198.090000 sec): 3 clusters
  Score: Raw -190025.130367 + Penalty 2456.348362 = -187568.782005
  nChanged 45
		SP:Iteration 10Q (92198.240000 sec): 3 clusters
  Score: Raw -190079.658113 + Penalty 2456.348362 = -187623.309752
  nChanged 30
		SP:Iteration 11Q (92198.470000 sec): 3 clusters
  Score: Raw -190100.140094 + Penalty 2456.348362 = -187643.791732
  nChanged 21
		SP:Iteration 12Q (92198.590000 sec): 3 clusters
  Score: Raw -190116.522212 + Penalty 2456.348362 = -187660.173850
  nChanged 17
		SP:Iteration 13Q (92198.780000 sec): 3 clusters
  Score: Raw -190130.078595 + Penalty 2456.348362 = -187673.730234
  nChanged 19
		SP:Iteration 14Q (92199.010000 sec): 3 clusters
  Score: Raw -190146.264646 + Penalty 2456.348362 = -187689.916285
  nChanged 18
		SP:Iteration 15Q (92199.160000 sec): 3 clusters
  Score: Raw -190159.357545 + Penalty 2456.348362 = -187703.009184
  nChanged 19
		SP:Iteration 16Q (92199.360000 sec): 3 clusters
  Score: Raw -190175.050720 + Penalty 2456.348362 = -187718.702358
  nChanged 18
		SP:Iteration 17Q (92199.510000 sec): 3 clusters
  Score: Raw -190187.922690 + Penalty 2456.348362 = -187731.574328
  nChanged 14
		SP:Iteration 18Q (92199.720000 sec): 3 clusters
  Score: Raw -190197.712292 + Penalty 2456.348362 = -187741.363930
  nChanged 16
		SP:Iteration 19Q (92199.880000 sec): 3 clusters
  Score: Raw -190208.989540 + Penalty 2456.348362 = -187752.641178
  nChanged 17
		SP:Iteration 20F (92200.100000 sec): 3 clusters
  Score: Raw -190218.166531 + Penalty 2456.348362 = -187761.818170
  nChanged 11
		SP:Iteration 21Q (92200.290000 sec): 3 clusters
  Score: Raw -190225.767809 + Penalty 2456.348362 = -187769.419448
  nChanged 10
		SP:Iteration 22Q (92200.500000 sec): 3 clusters
  Score: Raw -190229.791713 + Penalty 2456.348362 = -187773.443352
  nChanged 4
		SP:Iteration 23Q (92200.670000 sec): 3 clusters
  Score: Raw -190231.915118 + Penalty 2456.348362 = -187775.566757
  nChanged 3
		SP:Iteration 24Q (92200.830000 sec): 3 clusters
  Score: Raw -190233.186494 + Penalty 2456.348362 = -187776.838132
  nChanged 1
		SP:Iteration 25Q (92201.000000 sec): 3 clusters
  Score: Raw -190233.566538 + Penalty 2456.348362 = -187777.218177
  nChanged 2
		SP:Iteration 26Q (92201.220000 sec): 3 clusters
  Score: Raw -190234.468663 + Penalty 2456.348362 = -187778.120301
  nChanged 1
		SP:Iteration 27Q (92201.390000 sec): 3 clusters
  Score: Raw -190235.444674 + Penalty 2456.348362 = -187779.096313
  nChanged 0
		SP:Iteration 28F (92201.580000 sec): 3 clusters
  Score: Raw -190235.444674 + Penalty 2456.348362 = -187779.096313
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92201.730000 sec): 2 clusters
  Score: Raw -867905.469679 + Penalty 1464.471662 = -866440.998017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92201.990000 sec): 3 clusters
  Score: Raw -863418.301521 + Penalty 2928.943324 = -860489.358197
  nChanged 3436
		SP:Iteration 1F (92202.220000 sec): 3 clusters
  Score: Raw -865509.833725 + Penalty 2928.943324 = -862580.890400
  nChanged 703
		SP:Iteration 2F (92202.470000 sec): 3 clusters
  Score: Raw -866074.055072 + Penalty 2928.943324 = -863145.111748
  nChanged 707
		SP:Iteration 3F (92202.670000 sec): 3 clusters
  Score: Raw -866651.621860 + Penalty 2928.943324 = -863722.678536
  nChanged 604
		SP:Iteration 4F (92202.940000 sec): 3 clusters
  Score: Raw -867100.792317 + Penalty 2928.943324 = -864171.848993
  nChanged 473
		SP:Iteration 5F (92203.120000 sec): 3 clusters
  Score: Raw -867467.520260 + Penalty 2928.943324 = -864538.576936
  nChanged 376
		SP:Iteration 6Q (92203.320000 sec): 3 clusters
  Score: Raw -867691.505269 + Penalty 2928.943324 = -864762.561944
  nChanged 243
		SP:Iteration 7Q (92203.600000 sec): 3 clusters
  Score: Raw -867817.520278 + Penalty 2928.943324 = -864888.576954
  nChanged 176
		SP:Iteration 8Q (92203.820000 sec): 3 clusters
  Score: Raw -867890.482046 + Penalty 2928.943324 = -864961.538722
  nChanged 104
		SP:Iteration 9Q (92204.000000 sec): 3 clusters
  Score: Raw -867928.649893 + Penalty 2928.943324 = -864999.706569
  nChanged 96
		SP:Iteration 10Q (92204.280000 sec): 3 clusters
  Score: Raw -867960.306549 + Penalty 2928.943324 = -865031.363225
  nChanged 84
		SP:Iteration 11Q (92204.490000 sec): 3 clusters
  Score: Raw -867984.401429 + Penalty 2928.943324 = -865055.458105
  nChanged 55
		SP:Iteration 12Q (92204.750000 sec): 3 clusters
  Score: Raw -867997.943985 + Penalty 2928.943324 = -865069.000660
  nChanged 35
		SP:Iteration 13Q (92204.970000 sec): 3 clusters
  Score: Raw -868006.239562 + Penalty 2928.943324 = -865077.296238
  nChanged 37
		SP:Iteration 14Q (92205.200000 sec): 3 clusters
  Score: Raw -868014.513466 + Penalty 2928.943324 = -865085.570141
  nChanged 28
		SP:Iteration 15Q (92205.420000 sec): 3 clusters
  Score: Raw -868020.353574 + Penalty 2928.943324 = -865091.410250
  nChanged 20
		SP:Iteration 16Q (92205.650000 sec): 3 clusters
  Score: Raw -868023.781516 + Penalty 2928.943324 = -865094.838192
  nChanged 10
		SP:Iteration 17Q (92205.840000 sec): 3 clusters
  Score: Raw -868025.334373 + Penalty 2928.943324 = -865096.391049
  nChanged 9
		SP:Iteration 18Q (92206.150000 sec): 3 clusters
  Score: Raw -868026.941852 + Penalty 2928.943324 = -865097.998527
  nChanged 10
		SP:Iteration 19Q (92206.310000 sec): 3 clusters
  Score: Raw -868028.970586 + Penalty 2928.943324 = -865100.027262
  nChanged 8
		SP:Iteration 20F (92206.570000 sec): 3 clusters
  Score: Raw -868030.531576 + Penalty 2928.943324 = -865101.588252
  nChanged 9
		SP:Iteration 21Q (92206.760000 sec): 3 clusters
  Score: Raw -868031.723573 + Penalty 2928.943324 = -865102.780248
  nChanged 7
		SP:Iteration 22Q (92207.030000 sec): 3 clusters
  Score: Raw -868033.449033 + Penalty 2928.943324 = -865104.505709
  nChanged 10
		SP:Iteration 23Q (92207.250000 sec): 3 clusters
  Score: Raw -868034.763405 + Penalty 2928.943324 = -865105.820081
  nChanged 5
		SP:Iteration 24Q (92207.500000 sec): 3 clusters
  Score: Raw -868035.837598 + Penalty 2928.943324 = -865106.894273
  nChanged 5
		SP:Iteration 25Q (92207.810000 sec): 3 clusters
  Score: Raw -868037.170975 + Penalty 2928.943324 = -865108.227651
  nChanged 5
		SP:Iteration 26Q (92208.040000 sec): 3 clusters
  Score: Raw -868038.096898 + Penalty 2928.943324 = -865109.153573
  nChanged 4
		SP:Iteration 27Q (92208.300000 sec): 3 clusters
  Score: Raw -868038.590838 + Penalty 2928.943324 = -865109.647513
  nChanged 1
		SP:Iteration 28Q (92208.510000 sec): 3 clusters
  Score: Raw -868038.728909 + Penalty 2928.943324 = -865109.785585
  nChanged 1
		SP:Iteration 29Q (92208.790000 sec): 3 clusters
  Score: Raw -868038.859729 + Penalty 2928.943324 = -865109.916405
  nChanged 2
		SP:Iteration 30Q (92209.020000 sec): 3 clusters
  Score: Raw -868039.398106 + Penalty 2928.943324 = -865110.454782
  nChanged 3
		SP:Iteration 31Q (92209.240000 sec): 3 clusters
  Score: Raw -868039.710798 + Penalty 2928.943324 = -865110.767474
  nChanged 2
		SP:Iteration 32Q (92209.470000 sec): 3 clusters
  Score: Raw -868040.085515 + Penalty 2928.943324 = -865111.142190
  nChanged 0
		SP:Iteration 33F (92209.710000 sec): 3 clusters
  Score: Raw -868040.085515 + Penalty 2928.943324 = -865111.142190
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (29916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92209.970000 sec): 2 clusters
  Score: Raw -3306428.977577 + Penalty 1674.749169 = -3304754.228407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92210.290000 sec): 3 clusters
  Score: Raw -3287947.601497 + Penalty 3349.498338 = -3284598.103158
  nChanged 13803
		SP:Iteration 1F (92210.570000 sec): 3 clusters
  Score: Raw -3295629.803195 + Penalty 3349.498338 = -3292280.304856
  nChanged 1264
		SP:Iteration 2Q (92210.900000 sec): 3 clusters
  Score: Raw -3296033.350641 + Penalty 3349.498338 = -3292683.852302
  nChanged 1215
		SP:Iteration 3Q (92211.210000 sec): 3 clusters
  Score: Raw -3296443.239021 + Penalty 3349.498338 = -3293093.740683
  nChanged 1225
		SP:Iteration 4Q (92211.540000 sec): 3 clusters
  Score: Raw -3296910.480450 + Penalty 3349.498338 = -3293560.982112
  nChanged 1373
		SP:Iteration 5Q (92211.850000 sec): 3 clusters
  Score: Raw -3297537.531759 + Penalty 3349.498338 = -3294188.033421
  nChanged 1525
		SP:Iteration 6F (92212.170000 sec): 3 clusters
  Score: Raw -3298451.246379 + Penalty 3349.498338 = -3295101.748040
  nChanged 1721
		SP:Iteration 7F (92212.530000 sec): 3 clusters
  Score: Raw -3299688.193895 + Penalty 3349.498338 = -3296338.695556
  nChanged 1863
		SP:Iteration 8F (92212.900000 sec): 3 clusters
  Score: Raw -3301209.677666 + Penalty 3349.498338 = -3297860.179328
  nChanged 1744
		SP:Iteration 9F (92213.190000 sec): 3 clusters
  Score: Raw -3302766.574843 + Penalty 3349.498338 = -3299417.076505
  nChanged 1401
		SP:Iteration 10Q (92213.540000 sec): 3 clusters
  Score: Raw -3303958.486680 + Penalty 3349.498338 = -3300608.988341
  nChanged 1049
		SP:Iteration 11Q (92213.840000 sec): 3 clusters
  Score: Raw -3304793.804365 + Penalty 3349.498338 = -3301444.306026
  nChanged 708
		SP:Iteration 12Q (92214.180000 sec): 3 clusters
  Score: Raw -3305329.092971 + Penalty 3349.498338 = -3301979.594633
  nChanged 548
		SP:Iteration 13Q (92214.540000 sec): 3 clusters
  Score: Raw -3305685.291247 + Penalty 3349.498338 = -3302335.792908
  nChanged 411
		SP:Iteration 14Q (92214.860000 sec): 3 clusters
  Score: Raw -3305905.312178 + Penalty 3349.498338 = -3302555.813840
  nChanged 342
		SP:Iteration 15Q (92215.170000 sec): 3 clusters
  Score: Raw -3306060.278249 + Penalty 3349.498338 = -3302710.779911
  nChanged 288
		SP:Iteration 16Q (92215.480000 sec): 3 clusters
  Score: Raw -3306170.697839 + Penalty 3349.498338 = -3302821.199501
  nChanged 240
		SP:Iteration 17Q (92215.840000 sec): 3 clusters
  Score: Raw -3306254.587859 + Penalty 3349.498338 = -3302905.089521
  nChanged 226
		SP:Iteration 18Q (92216.160000 sec): 3 clusters
  Score: Raw -3306331.603413 + Penalty 3349.498338 = -3302982.105075
  nChanged 210
		SP:Iteration 19Q (92216.490000 sec): 3 clusters
  Score: Raw -3306396.169025 + Penalty 3349.498338 = -3303046.670686
  nChanged 165
		SP:Iteration 20F (92216.810000 sec): 3 clusters
  Score: Raw -3306438.424407 + Penalty 3349.498338 = -3303088.926069
  nChanged 122
		SP:Iteration 21Q (92217.130000 sec): 3 clusters
  Score: Raw -3306465.576238 + Penalty 3349.498338 = -3303116.077900
  nChanged 106
		SP:Iteration 22Q (92217.440000 sec): 3 clusters
  Score: Raw -3306489.128985 + Penalty 3349.498338 = -3303139.630646
  nChanged 99
		SP:Iteration 23Q (92217.800000 sec): 3 clusters
  Score: Raw -3306508.461328 + Penalty 3349.498338 = -3303158.962990
  nChanged 91
		SP:Iteration 24Q (92218.130000 sec): 3 clusters
  Score: Raw -3306527.498380 + Penalty 3349.498338 = -3303178.000042
  nChanged 86
		SP:Iteration 25Q (92218.510000 sec): 3 clusters
  Score: Raw -3306543.504530 + Penalty 3349.498338 = -3303194.006191
  nChanged 70
		SP:Iteration 26Q (92218.790000 sec): 3 clusters
  Score: Raw -3306556.129232 + Penalty 3349.498338 = -3303206.630894
  nChanged 66
		SP:Iteration 27Q (92219.170000 sec): 3 clusters
  Score: Raw -3306568.205319 + Penalty 3349.498338 = -3303218.706981
  nChanged 63
		SP:Iteration 28Q (92219.460000 sec): 3 clusters
  Score: Raw -3306580.527634 + Penalty 3349.498338 = -3303231.029296
  nChanged 74
		SP:Iteration 29Q (92219.740000 sec): 3 clusters
  Score: Raw -3306597.332505 + Penalty 3349.498338 = -3303247.834166
  nChanged 80
		SP:Iteration 30Q (92220.090000 sec): 3 clusters
  Score: Raw -3306615.319818 + Penalty 3349.498338 = -3303265.821479
  nChanged 87
		SP:Iteration 31Q (92220.410000 sec): 3 clusters
  Score: Raw -3306635.028149 + Penalty 3349.498338 = -3303285.529811
  nChanged 80
		SP:Iteration 32Q (92220.710000 sec): 3 clusters
  Score: Raw -3306652.554216 + Penalty 3349.498338 = -3303303.055877
  nChanged 65
		SP:Iteration 33Q (92221.010000 sec): 3 clusters
  Score: Raw -3306664.866658 + Penalty 3349.498338 = -3303315.368320
  nChanged 57
		SP:Iteration 34Q (92221.340000 sec): 3 clusters
  Score: Raw -3306675.512497 + Penalty 3349.498338 = -3303326.014158
  nChanged 49
		SP:Iteration 35Q (92221.660000 sec): 3 clusters
  Score: Raw -3306686.469570 + Penalty 3349.498338 = -3303336.971231
  nChanged 48
		SP:Iteration 36Q (92221.980000 sec): 3 clusters
  Score: Raw -3306694.059744 + Penalty 3349.498338 = -3303344.561406
  nChanged 40
		SP:Iteration 37Q (92222.310000 sec): 3 clusters
  Score: Raw -3306701.465053 + Penalty 3349.498338 = -3303351.966715
  nChanged 43
		SP:Iteration 38Q (92222.610000 sec): 3 clusters
  Score: Raw -3306708.474154 + Penalty 3349.498338 = -3303358.975816
  nChanged 33
		SP:Iteration 39Q (92222.850000 sec): 3 clusters
  Score: Raw -3306713.129882 + Penalty 3349.498338 = -3303363.631543
  nChanged 31
		SP:Iteration 40F (92223.170000 sec): 3 clusters
  Score: Raw -3306717.974111 + Penalty 3349.498338 = -3303368.475772
  nChanged 24
		SP:Iteration 41Q (92223.490000 sec): 3 clusters
  Score: Raw -3306722.048824 + Penalty 3349.498338 = -3303372.550486
  nChanged 28
		SP:Iteration 42Q (92223.750000 sec): 3 clusters
  Score: Raw -3306726.004403 + Penalty 3349.498338 = -3303376.506064
  nChanged 18
		SP:Iteration 43Q (92224.030000 sec): 3 clusters
  Score: Raw -3306728.630339 + Penalty 3349.498338 = -3303379.132000
  nChanged 16
		SP:Iteration 44Q (92224.310000 sec): 3 clusters
  Score: Raw -3306730.592019 + Penalty 3349.498338 = -3303381.093680
  nChanged 14
		SP:Iteration 45Q (92224.670000 sec): 3 clusters
  Score: Raw -3306732.223222 + Penalty 3349.498338 = -3303382.724884
  nChanged 11
		SP:Iteration 46Q (92225.010000 sec): 3 clusters
  Score: Raw -3306733.756473 + Penalty 3349.498338 = -3303384.258134
  nChanged 11
		SP:Iteration 47Q (92225.310000 sec): 3 clusters
  Score: Raw -3306735.164271 + Penalty 3349.498338 = -3303385.665933
  nChanged 11
		SP:Iteration 48Q (92225.660000 sec): 3 clusters
  Score: Raw -3306736.508506 + Penalty 3349.498338 = -3303387.010167
  nChanged 7
		SP:Iteration 49Q (92225.930000 sec): 3 clusters
  Score: Raw -3306737.407240 + Penalty 3349.498338 = -3303387.908902
  nChanged 8
		SP:Iteration 50Q (92226.250000 sec): 3 clusters
  Score: Raw -3306738.289330 + Penalty 3349.498338 = -3303388.790991
  nChanged 6
		SP:Iteration 51Q (92226.530000 sec): 3 clusters
  Score: Raw -3306739.025245 + Penalty 3349.498338 = -3303389.526907
  nChanged 5
		SP:Iteration 52Q (92226.790000 sec): 3 clusters
  Score: Raw -3306739.520487 + Penalty 3349.498338 = -3303390.022149
  nChanged 1
		SP:Iteration 53Q (92227.070000 sec): 3 clusters
  Score: Raw -3306739.539876 + Penalty 3349.498338 = -3303390.041537
  nChanged 0
		SP:Iteration 54F (92227.340000 sec): 3 clusters
  Score: Raw -3306739.539876 + Penalty 3349.498338 = -3303390.041537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92227.460000 sec): 2 clusters
  Score: Raw -62710.164550 + Penalty 1047.429471 = -61662.735079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92227.640000 sec): 3 clusters
  Score: Raw -62555.529156 + Penalty 2094.858941 = -60460.670215
  nChanged 155
		SP:Iteration 1F (92227.820000 sec): 3 clusters
  Score: Raw -62745.572033 + Penalty 2094.858941 = -60650.713092
  nChanged 48
		SP:Iteration 2F (92228.040000 sec): 3 clusters
  Score: Raw -62834.852932 + Penalty 2094.858941 = -60739.993991
  nChanged 39
		SP:Iteration 3F (92228.220000 sec): 3 clusters
  Score: Raw -62926.340690 + Penalty 2094.858941 = -60831.481749
  nChanged 34
		SP:Iteration 4F (92228.440000 sec): 3 clusters
  Score: Raw -63023.701874 + Penalty 2094.858941 = -60928.842933
  nChanged 41
		SP:Iteration 5F (92228.630000 sec): 3 clusters
  Score: Raw -63174.430319 + Penalty 2094.858941 = -61079.571378
  nChanged 41
		SP:Iteration 6F (92228.790000 sec): 3 clusters
  Score: Raw -63342.747273 + Penalty 2094.858941 = -61247.888332
  nChanged 37
		SP:Iteration 7F (92228.980000 sec): 3 clusters
  Score: Raw -63553.075693 + Penalty 2094.858941 = -61458.216752
  nChanged 22
		SP:Iteration 8Q (92229.120000 sec): 3 clusters
  Score: Raw -63730.782326 + Penalty 2094.858941 = -61635.923385
  nChanged 20
		SP:Iteration 9Q (92229.310000 sec): 3 clusters
  Score: Raw -64039.084222 + Penalty 2094.858941 = -61944.225281
  nChanged 4
		SP:Iteration 10Q (92229.520000 sec): 3 clusters
  Score: Raw -64285.871224 + Penalty 2094.858941 = -62191.012283
  nChanged 1
		SP:Iteration 11Q (92229.670000 sec): 3 clusters
  Score: Raw -64383.121016 + Penalty 2094.858941 = -62288.262075
  nChanged 0
		SP:Iteration 12F (92229.860000 sec): 3 clusters
  Score: Raw -64383.121016 + Penalty 2094.858941 = -62288.262075
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92229.960000 sec): 2 clusters
  Score: Raw -125213.950945 + Penalty 1166.265549 = -124047.685396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92230.150000 sec): 3 clusters
  Score: Raw -124726.972866 + Penalty 2332.531099 = -122394.441768
  nChanged 392
		SP:Iteration 1F (92230.330000 sec): 3 clusters
  Score: Raw -125035.151462 + Penalty 2332.531099 = -122702.620363
  nChanged 110
		SP:Iteration 2F (92230.520000 sec): 3 clusters
  Score: Raw -125157.494465 + Penalty 2332.531099 = -122824.963366
  nChanged 86
		SP:Iteration 3F (92230.710000 sec): 3 clusters
  Score: Raw -125231.408886 + Penalty 2332.531099 = -122898.877787
  nChanged 42
		SP:Iteration 4Q (92230.910000 sec): 3 clusters
  Score: Raw -125270.431497 + Penalty 2332.531099 = -122937.900398
  nChanged 30
		SP:Iteration 5Q (92231.110000 sec): 3 clusters
  Score: Raw -125295.427204 + Penalty 2332.531099 = -122962.896105
  nChanged 27
		SP:Iteration 6Q (92231.300000 sec): 3 clusters
  Score: Raw -125315.839442 + Penalty 2332.531099 = -122983.308343
  nChanged 23
		SP:Iteration 7Q (92231.500000 sec): 3 clusters
  Score: Raw -125332.534182 + Penalty 2332.531099 = -123000.003083
  nChanged 25
		SP:Iteration 8Q (92231.710000 sec): 3 clusters
  Score: Raw -125356.489113 + Penalty 2332.531099 = -123023.958014
  nChanged 20
		SP:Iteration 9Q (92231.890000 sec): 3 clusters
  Score: Raw -125373.150336 + Penalty 2332.531099 = -123040.619237
  nChanged 24
		SP:Iteration 10Q (92232.040000 sec): 3 clusters
  Score: Raw -125391.146703 + Penalty 2332.531099 = -123058.615604
  nChanged 22
		SP:Iteration 11Q (92232.260000 sec): 3 clusters
  Score: Raw -125407.489966 + Penalty 2332.531099 = -123074.958867
  nChanged 19
		SP:Iteration 12Q (92232.420000 sec): 3 clusters
  Score: Raw -125423.673915 + Penalty 2332.531099 = -123091.142816
  nChanged 16
		SP:Iteration 13Q (92232.600000 sec): 3 clusters
  Score: Raw -125440.400749 + Penalty 2332.531099 = -123107.869650
  nChanged 22
		SP:Iteration 14Q (92232.790000 sec): 3 clusters
  Score: Raw -125465.056456 + Penalty 2332.531099 = -123132.525357
  nChanged 23
		SP:Iteration 15Q (92232.970000 sec): 3 clusters
  Score: Raw -125500.739856 + Penalty 2332.531099 = -123168.208757
  nChanged 29
		SP:Iteration 16Q (92233.170000 sec): 3 clusters
  Score: Raw -125553.410769 + Penalty 2332.531099 = -123220.879670
  nChanged 30
		SP:Iteration 17Q (92233.380000 sec): 3 clusters
  Score: Raw -125585.805259 + Penalty 2332.531099 = -123253.274160
  nChanged 20
		SP:Iteration 18Q (92233.540000 sec): 3 clusters
  Score: Raw -125601.206622 + Penalty 2332.531099 = -123268.675523
  nChanged 12
		SP:Iteration 19Q (92233.720000 sec): 3 clusters
  Score: Raw -125611.912893 + Penalty 2332.531099 = -123279.381794
  nChanged 14
		SP:Iteration 20F (92233.910000 sec): 3 clusters
  Score: Raw -125621.190305 + Penalty 2332.531099 = -123288.659206
  nChanged 14
		SP:Iteration 21Q (92234.110000 sec): 3 clusters
  Score: Raw -125629.682371 + Penalty 2332.531099 = -123297.151272
  nChanged 8
		SP:Iteration 22Q (92234.310000 sec): 3 clusters
  Score: Raw -125634.969125 + Penalty 2332.531099 = -123302.438026
  nChanged 6
		SP:Iteration 23Q (92234.520000 sec): 3 clusters
  Score: Raw -125640.816387 + Penalty 2332.531099 = -123308.285288
  nChanged 8
		SP:Iteration 24Q (92234.710000 sec): 3 clusters
  Score: Raw -125648.367014 + Penalty 2332.531099 = -123315.835915
  nChanged 9
		SP:Iteration 25Q (92234.900000 sec): 3 clusters
  Score: Raw -125656.483142 + Penalty 2332.531099 = -123323.952043
  nChanged 9
		SP:Iteration 26Q (92235.070000 sec): 3 clusters
  Score: Raw -125661.556473 + Penalty 2332.531099 = -123329.025374
  nChanged 4
		SP:Iteration 27Q (92235.280000 sec): 3 clusters
  Score: Raw -125665.271886 + Penalty 2332.531099 = -123332.740787
  nChanged 4
		SP:Iteration 28Q (92235.480000 sec): 3 clusters
  Score: Raw -125666.897972 + Penalty 2332.531099 = -123334.366873
  nChanged 4
		SP:Iteration 29Q (92235.660000 sec): 3 clusters
  Score: Raw -125668.898141 + Penalty 2332.531099 = -123336.367042
  nChanged 1
		SP:Iteration 30Q (92235.860000 sec): 3 clusters
  Score: Raw -125669.733950 + Penalty 2332.531099 = -123337.202851
  nChanged 0
		SP:Iteration 31F (92236.040000 sec): 3 clusters
  Score: Raw -125669.733950 + Penalty 2332.531099 = -123337.202851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92236.220000 sec): 2 clusters
  Score: Raw -1505471.248318 + Penalty 1557.797365 = -1503913.450953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92236.460000 sec): 3 clusters
  Score: Raw -1496961.799579 + Penalty 3115.594731 = -1493846.204848
  nChanged 6443
		SP:Iteration 1F (92236.660000 sec): 3 clusters
  Score: Raw -1500677.519325 + Penalty 3115.594731 = -1497561.924594
  nChanged 952
		SP:Iteration 2F (92236.970000 sec): 3 clusters
  Score: Raw -1501174.785989 + Penalty 3115.594731 = -1498059.191259
  nChanged 891
		SP:Iteration 3F (92237.200000 sec): 3 clusters
  Score: Raw -1501657.926008 + Penalty 3115.594731 = -1498542.331277
  nChanged 902
		SP:Iteration 4F (92237.460000 sec): 3 clusters
  Score: Raw -1502188.608706 + Penalty 3115.594731 = -1499073.013976
  nChanged 845
		SP:Iteration 5F (92237.700000 sec): 3 clusters
  Score: Raw -1502736.845193 + Penalty 3115.594731 = -1499621.250463
  nChanged 801
		SP:Iteration 6F (92237.920000 sec): 3 clusters
  Score: Raw -1503234.460422 + Penalty 3115.594731 = -1500118.865691
  nChanged 702
		SP:Iteration 7Q (92238.180000 sec): 3 clusters
  Score: Raw -1503656.661876 + Penalty 3115.594731 = -1500541.067145
  nChanged 612
		SP:Iteration 8Q (92238.470000 sec): 3 clusters
  Score: Raw -1503982.158648 + Penalty 3115.594731 = -1500866.563917
  nChanged 499
		SP:Iteration 9Q (92238.670000 sec): 3 clusters
  Score: Raw -1504191.705953 + Penalty 3115.594731 = -1501076.111222
  nChanged 383
		SP:Iteration 10Q (92238.920000 sec): 3 clusters
  Score: Raw -1504310.707492 + Penalty 3115.594731 = -1501195.112761
  nChanged 285
		SP:Iteration 11Q (92239.180000 sec): 3 clusters
  Score: Raw -1504377.787575 + Penalty 3115.594731 = -1501262.192845
  nChanged 200
		SP:Iteration 12Q (92239.440000 sec): 3 clusters
  Score: Raw -1504422.858106 + Penalty 3115.594731 = -1501307.263376
  nChanged 147
		SP:Iteration 13Q (92239.720000 sec): 3 clusters
  Score: Raw -1504450.497222 + Penalty 3115.594731 = -1501334.902492
  nChanged 112
		SP:Iteration 14Q (92240.000000 sec): 3 clusters
  Score: Raw -1504469.012671 + Penalty 3115.594731 = -1501353.417941
  nChanged 100
		SP:Iteration 15Q (92240.280000 sec): 3 clusters
  Score: Raw -1504483.730250 + Penalty 3115.594731 = -1501368.135519
  nChanged 86
		SP:Iteration 16Q (92240.500000 sec): 3 clusters
  Score: Raw -1504494.457568 + Penalty 3115.594731 = -1501378.862837
  nChanged 75
		SP:Iteration 17Q (92240.680000 sec): 3 clusters
  Score: Raw -1504503.936061 + Penalty 3115.594731 = -1501388.341331
  nChanged 59
		SP:Iteration 18Q (92240.940000 sec): 3 clusters
  Score: Raw -1504510.783416 + Penalty 3115.594731 = -1501395.188686
  nChanged 48
		SP:Iteration 19Q (92241.220000 sec): 3 clusters
  Score: Raw -1504516.736271 + Penalty 3115.594731 = -1501401.141540
  nChanged 37
		SP:Iteration 20F (92241.440000 sec): 3 clusters
  Score: Raw -1504520.911464 + Penalty 3115.594731 = -1501405.316733
  nChanged 39
		SP:Iteration 21Q (92241.670000 sec): 3 clusters
  Score: Raw -1504524.956666 + Penalty 3115.594731 = -1501409.361935
  nChanged 40
		SP:Iteration 22Q (92241.860000 sec): 3 clusters
  Score: Raw -1504528.610206 + Penalty 3115.594731 = -1501413.015476
  nChanged 37
		SP:Iteration 23Q (92242.120000 sec): 3 clusters
  Score: Raw -1504531.813867 + Penalty 3115.594731 = -1501416.219136
  nChanged 28
		SP:Iteration 24Q (92242.340000 sec): 3 clusters
  Score: Raw -1504534.941140 + Penalty 3115.594731 = -1501419.346410
  nChanged 22
		SP:Iteration 25Q (92242.610000 sec): 3 clusters
  Score: Raw -1504536.849994 + Penalty 3115.594731 = -1501421.255264
  nChanged 22
		SP:Iteration 26Q (92242.830000 sec): 3 clusters
  Score: Raw -1504539.625657 + Penalty 3115.594731 = -1501424.030927
  nChanged 29
		SP:Iteration 27Q (92243.070000 sec): 3 clusters
  Score: Raw -1504542.542544 + Penalty 3115.594731 = -1501426.947813
  nChanged 23
		SP:Iteration 28Q (92243.320000 sec): 3 clusters
  Score: Raw -1504545.018207 + Penalty 3115.594731 = -1501429.423476
  nChanged 21
		SP:Iteration 29Q (92243.640000 sec): 3 clusters
  Score: Raw -1504547.605322 + Penalty 3115.594731 = -1501432.010591
  nChanged 27
		SP:Iteration 30Q (92243.860000 sec): 3 clusters
  Score: Raw -1504549.951696 + Penalty 3115.594731 = -1501434.356965
  nChanged 20
		SP:Iteration 31Q (92244.140000 sec): 3 clusters
  Score: Raw -1504551.368803 + Penalty 3115.594731 = -1501435.774073
  nChanged 16
		SP:Iteration 32Q (92244.380000 sec): 3 clusters
  Score: Raw -1504552.572855 + Penalty 3115.594731 = -1501436.978124
  nChanged 10
		SP:Iteration 33Q (92244.660000 sec): 3 clusters
  Score: Raw -1504553.422024 + Penalty 3115.594731 = -1501437.827294
  nChanged 5
		SP:Iteration 34Q (92244.910000 sec): 3 clusters
  Score: Raw -1504553.773524 + Penalty 3115.594731 = -1501438.178793
  nChanged 4
		SP:Iteration 35Q (92245.150000 sec): 3 clusters
  Score: Raw -1504554.035392 + Penalty 3115.594731 = -1501438.440662
  nChanged 3
		SP:Iteration 36Q (92245.420000 sec): 3 clusters
  Score: Raw -1504554.243280 + Penalty 3115.594731 = -1501438.648549
  nChanged 4
		SP:Iteration 37Q (92245.710000 sec): 3 clusters
  Score: Raw -1504554.590957 + Penalty 3115.594731 = -1501438.996226
  nChanged 3
		SP:Iteration 38Q (92245.950000 sec): 3 clusters
  Score: Raw -1504554.739627 + Penalty 3115.594731 = -1501439.144896
  nChanged 2
		SP:Iteration 39Q (92246.250000 sec): 3 clusters
  Score: Raw -1504554.844282 + Penalty 3115.594731 = -1501439.249552
  nChanged 2
		SP:Iteration 40F (92246.520000 sec): 3 clusters
  Score: Raw -1504554.965716 + Penalty 3115.594731 = -1501439.370986
  nChanged 1
		SP:Iteration 41Q (92246.770000 sec): 3 clusters
  Score: Raw -1504555.023680 + Penalty 3115.594731 = -1501439.428949
  nChanged 1
		SP:Iteration 42Q (92247.030000 sec): 3 clusters
  Score: Raw -1504555.055365 + Penalty 3115.594731 = -1501439.460634
  nChanged 2
		SP:Iteration 43Q (92247.340000 sec): 3 clusters
  Score: Raw -1504555.152994 + Penalty 3115.594731 = -1501439.558264
  nChanged 2
		SP:Iteration 44Q (92247.630000 sec): 3 clusters
  Score: Raw -1504555.273766 + Penalty 3115.594731 = -1501439.679036
  nChanged 2
		SP:Iteration 45Q (92247.840000 sec): 3 clusters
  Score: Raw -1504555.440383 + Penalty 3115.594731 = -1501439.845653
  nChanged 4
		SP:Iteration 46Q (92248.100000 sec): 3 clusters
  Score: Raw -1504555.633126 + Penalty 3115.594731 = -1501440.038396
  nChanged 1
		SP:Iteration 47Q (92248.320000 sec): 3 clusters
  Score: Raw -1504555.672230 + Penalty 3115.594731 = -1501440.077499
  nChanged 2
		SP:Iteration 48Q (92248.540000 sec): 3 clusters
  Score: Raw -1504555.758114 + Penalty 3115.594731 = -1501440.163383
  nChanged 3
		SP:Iteration 49Q (92248.770000 sec): 3 clusters
  Score: Raw -1504555.904183 + Penalty 3115.594731 = -1501440.309453
  nChanged 3
		SP:Iteration 50Q (92249.090000 sec): 3 clusters
  Score: Raw -1504556.115383 + Penalty 3115.594731 = -1501440.520653
  nChanged 6
		SP:Iteration 51Q (92249.280000 sec): 3 clusters
  Score: Raw -1504556.459584 + Penalty 3115.594731 = -1501440.864854
  nChanged 4
		SP:Iteration 52Q (92249.540000 sec): 3 clusters
  Score: Raw -1504556.793423 + Penalty 3115.594731 = -1501441.198692
  nChanged 6
		SP:Iteration 53Q (92249.860000 sec): 3 clusters
  Score: Raw -1504557.017646 + Penalty 3115.594731 = -1501441.422916
  nChanged 1
		SP:Iteration 54Q (92250.110000 sec): 3 clusters
  Score: Raw -1504557.138267 + Penalty 3115.594731 = -1501441.543536
  nChanged 3
		SP:Iteration 55Q (92250.400000 sec): 3 clusters
  Score: Raw -1504557.285645 + Penalty 3115.594731 = -1501441.690914
  nChanged 3
		SP:Iteration 56Q (92250.640000 sec): 3 clusters
  Score: Raw -1504557.498627 + Penalty 3115.594731 = -1501441.903896
  nChanged 3
		SP:Iteration 57Q (92250.890000 sec): 3 clusters
  Score: Raw -1504557.652778 + Penalty 3115.594731 = -1501442.058048
  nChanged 2
		SP:Iteration 58Q (92251.150000 sec): 3 clusters
  Score: Raw -1504557.790729 + Penalty 3115.594731 = -1501442.195999
  nChanged 1
		SP:Iteration 59Q (92251.420000 sec): 3 clusters
  Score: Raw -1504557.856106 + Penalty 3115.594731 = -1501442.261375
  nChanged 3
		SP:Iteration 60F (92251.690000 sec): 3 clusters
  Score: Raw -1504558.084093 + Penalty 3115.594731 = -1501442.489363
  nChanged 4
		SP:Iteration 61Q (92251.980000 sec): 3 clusters
  Score: Raw -1504558.298161 + Penalty 3115.594731 = -1501442.703430
  nChanged 2
		SP:Iteration 62Q (92252.220000 sec): 3 clusters
  Score: Raw -1504558.408865 + Penalty 3115.594731 = -1501442.814134
  nChanged 2
		SP:Iteration 63Q (92252.440000 sec): 3 clusters
  Score: Raw -1504558.537730 + Penalty 3115.594731 = -1501442.943000
  nChanged 1
		SP:Iteration 64Q (92252.660000 sec): 3 clusters
  Score: Raw -1504558.601368 + Penalty 3115.594731 = -1501443.006638
  nChanged 2
		SP:Iteration 65Q (92252.920000 sec): 3 clusters
  Score: Raw -1504558.648293 + Penalty 3115.594731 = -1501443.053563
  nChanged 2
		SP:Iteration 66Q (92253.170000 sec): 3 clusters
  Score: Raw -1504558.713967 + Penalty 3115.594731 = -1501443.119237
  nChanged 2
		SP:Iteration 67Q (92253.460000 sec): 3 clusters
  Score: Raw -1504558.823720 + Penalty 3115.594731 = -1501443.228989
  nChanged 1
		SP:Iteration 68Q (92253.720000 sec): 3 clusters
  Score: Raw -1504558.894241 + Penalty 3115.594731 = -1501443.299511
  nChanged 1
		SP:Iteration 69Q (92254.040000 sec): 3 clusters
  Score: Raw -1504559.006224 + Penalty 3115.594731 = -1501443.411493
  nChanged 1
		SP:Iteration 70Q (92254.280000 sec): 3 clusters
  Score: Raw -1504559.156489 + Penalty 3115.594731 = -1501443.561759
  nChanged 2
		SP:Iteration 71Q (92254.590000 sec): 3 clusters
  Score: Raw -1504559.391894 + Penalty 3115.594731 = -1501443.797163
  nChanged 4
		SP:Iteration 72Q (92254.870000 sec): 3 clusters
  Score: Raw -1504559.577941 + Penalty 3115.594731 = -1501443.983210
  nChanged 1
		SP:Iteration 73Q (92255.140000 sec): 3 clusters
  Score: Raw -1504559.685939 + Penalty 3115.594731 = -1501444.091209
  nChanged 4
		SP:Iteration 74Q (92255.380000 sec): 3 clusters
  Score: Raw -1504559.841047 + Penalty 3115.594731 = -1501444.246316
  nChanged 2
		SP:Iteration 75Q (92255.670000 sec): 3 clusters
  Score: Raw -1504559.932343 + Penalty 3115.594731 = -1501444.337612
  nChanged 0
		SP:Iteration 76F (92255.900000 sec): 3 clusters
  Score: Raw -1504559.932343 + Penalty 3115.594731 = -1501444.337612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92256.050000 sec): 2 clusters
  Score: Raw -89672.712647 + Penalty 1133.504763 = -88539.207884
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92256.210000 sec): 3 clusters
  Score: Raw -89421.700341 + Penalty 2267.009526 = -87154.690815
  nChanged 365
		SP:Iteration 1F (92256.420000 sec): 3 clusters
  Score: Raw -90128.381833 + Penalty 2267.009526 = -87861.372306
  nChanged 121
		SP:Iteration 2F (92256.580000 sec): 3 clusters
  Score: Raw -90481.745271 + Penalty 2267.009526 = -88214.735745
  nChanged 67
		SP:Iteration 3F (92256.790000 sec): 3 clusters
  Score: Raw -90693.168659 + Penalty 2267.009526 = -88426.159133
  nChanged 48
		SP:Iteration 4Q (92257.040000 sec): 3 clusters
  Score: Raw -90806.046223 + Penalty 2267.009526 = -88539.036696
  nChanged 31
		SP:Iteration 5Q (92257.220000 sec): 3 clusters
  Score: Raw -90887.629235 + Penalty 2267.009526 = -88620.619709
  nChanged 29
		SP:Iteration 6Q (92257.480000 sec): 3 clusters
  Score: Raw -90950.603526 + Penalty 2267.009526 = -88683.594000
  nChanged 14
		SP:Iteration 7Q (92257.700000 sec): 3 clusters
  Score: Raw -90976.494793 + Penalty 2267.009526 = -88709.485267
  nChanged 11
		SP:Iteration 8Q (92257.850000 sec): 3 clusters
  Score: Raw -90999.902027 + Penalty 2267.009526 = -88732.892501
  nChanged 5
		SP:Iteration 9Q (92258.100000 sec): 3 clusters
  Score: Raw -91005.129007 + Penalty 2267.009526 = -88738.119480
  nChanged 3
		SP:Iteration 10Q (92258.340000 sec): 3 clusters
  Score: Raw -91007.329043 + Penalty 2267.009526 = -88740.319516
  nChanged 0
		SP:Iteration 11F (92258.560000 sec): 3 clusters
  Score: Raw -91007.329043 + Penalty 2267.009526 = -88740.319516
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92258.760000 sec): 2 clusters
  Score: Raw -2338929.946904 + Penalty 1627.892159 = -2337302.054745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92259.070000 sec): 3 clusters
  Score: Raw -2325480.693811 + Penalty 3255.784317 = -2322224.909494
  nChanged 10153
		SP:Iteration 1F (92259.370000 sec): 3 clusters
  Score: Raw -2331157.087758 + Penalty 3255.784317 = -2327901.303441
  nChanged 1120
		SP:Iteration 2Q (92259.690000 sec): 3 clusters
  Score: Raw -2331590.592573 + Penalty 3255.784317 = -2328334.808256
  nChanged 1076
		SP:Iteration 3Q (92260.020000 sec): 3 clusters
  Score: Raw -2332049.215565 + Penalty 3255.784317 = -2328793.431248
  nChanged 1170
		SP:Iteration 4F (92260.330000 sec): 3 clusters
  Score: Raw -2332647.539334 + Penalty 3255.784317 = -2329391.755017
  nChanged 1296
		SP:Iteration 5F (92260.570000 sec): 3 clusters
  Score: Raw -2333448.358748 + Penalty 3255.784317 = -2330192.574431
  nChanged 1498
		SP:Iteration 6F (92260.850000 sec): 3 clusters
  Score: Raw -2334567.293131 + Penalty 3255.784317 = -2331311.508814
  nChanged 1592
		SP:Iteration 7F (92261.110000 sec): 3 clusters
  Score: Raw -2335927.646636 + Penalty 3255.784317 = -2332671.862319
  nChanged 1397
		SP:Iteration 8F (92261.430000 sec): 3 clusters
  Score: Raw -2337189.623299 + Penalty 3255.784317 = -2333933.838982
  nChanged 980
		SP:Iteration 9Q (92261.730000 sec): 3 clusters
  Score: Raw -2338081.164519 + Penalty 3255.784317 = -2334825.380202
  nChanged 580
		SP:Iteration 10Q (92262.020000 sec): 3 clusters
  Score: Raw -2338596.588125 + Penalty 3255.784317 = -2335340.803808
  nChanged 305
		SP:Iteration 11Q (92262.300000 sec): 3 clusters
  Score: Raw -2338851.465262 + Penalty 3255.784317 = -2335595.680945
  nChanged 177
		SP:Iteration 12Q (92262.580000 sec): 3 clusters
  Score: Raw -2338987.906189 + Penalty 3255.784317 = -2335732.121872
  nChanged 99
		SP:Iteration 13Q (92262.870000 sec): 3 clusters
  Score: Raw -2339055.787729 + Penalty 3255.784317 = -2335800.003412
  nChanged 61
		SP:Iteration 14Q (92263.140000 sec): 3 clusters
  Score: Raw -2339099.050642 + Penalty 3255.784317 = -2335843.266325
  nChanged 40
		SP:Iteration 15Q (92263.430000 sec): 3 clusters
  Score: Raw -2339127.461514 + Penalty 3255.784317 = -2335871.677197
  nChanged 26
		SP:Iteration 16Q (92263.680000 sec): 3 clusters
  Score: Raw -2339145.326886 + Penalty 3255.784317 = -2335889.542569
  nChanged 21
		SP:Iteration 17Q (92263.990000 sec): 3 clusters
  Score: Raw -2339158.408274 + Penalty 3255.784317 = -2335902.623957
  nChanged 13
		SP:Iteration 18Q (92264.280000 sec): 3 clusters
  Score: Raw -2339168.396991 + Penalty 3255.784317 = -2335912.612674
  nChanged 16
		SP:Iteration 19Q (92264.610000 sec): 3 clusters
  Score: Raw -2339180.484752 + Penalty 3255.784317 = -2335924.700435
  nChanged 13
		SP:Iteration 20F (92264.900000 sec): 3 clusters
  Score: Raw -2339188.139533 + Penalty 3255.784317 = -2335932.355215
  nChanged 10
		SP:Iteration 21Q (92265.140000 sec): 3 clusters
  Score: Raw -2339193.345880 + Penalty 3255.784317 = -2335937.561563
  nChanged 4
		SP:Iteration 22Q (92265.420000 sec): 3 clusters
  Score: Raw -2339194.662380 + Penalty 3255.784317 = -2335938.878063
  nChanged 3
		SP:Iteration 23Q (92265.730000 sec): 3 clusters
  Score: Raw -2339195.657933 + Penalty 3255.784317 = -2335939.873616
  nChanged 2
		SP:Iteration 24Q (92266.050000 sec): 3 clusters
  Score: Raw -2339196.497658 + Penalty 3255.784317 = -2335940.713341
  nChanged 1
		SP:Iteration 25Q (92266.300000 sec): 3 clusters
  Score: Raw -2339196.639757 + Penalty 3255.784317 = -2335940.855439
  nChanged 0
		SP:Iteration 26F (92266.580000 sec): 3 clusters
  Score: Raw -2339196.639757 + Penalty 3255.784317 = -2335940.855439
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92266.690000 sec): 2 clusters
  Score: Raw -21114.287328 + Penalty 885.793749 = -20228.493579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92266.870000 sec): 3 clusters
  Score: Raw -21225.530597 + Penalty 1771.587497 = -19453.943100
  nChanged 31
		SP:Iteration 1F (92267.010000 sec): 3 clusters
  Score: Raw -21325.179136 + Penalty 1771.587497 = -19553.591639
  nChanged 17
		SP:Iteration 2F (92267.160000 sec): 3 clusters
  Score: Raw -21388.787517 + Penalty 1771.587497 = -19617.200020
  nChanged 8
		SP:Iteration 3Q (92267.390000 sec): 3 clusters
  Score: Raw -21406.383175 + Penalty 1771.587497 = -19634.795677
  nChanged 1
		SP:Iteration 4Q (92267.570000 sec): 3 clusters
  Score: Raw -21409.784905 + Penalty 1771.587497 = -19638.197408
  nChanged 0
		SP:Iteration 5F (92267.720000 sec): 3 clusters
  Score: Raw -21409.784905 + Penalty 1771.587497 = -19638.197408
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92267.970000 sec): 2 clusters
  Score: Raw -3839253.392777 + Penalty 1698.362972 = -3837555.029805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92268.330000 sec): 3 clusters
  Score: Raw -3817733.364655 + Penalty 3396.725944 = -3814336.638712
  nChanged 16031
		SP:Iteration 1F (92268.620000 sec): 3 clusters
  Score: Raw -3826724.824597 + Penalty 3396.725944 = -3823328.098653
  nChanged 1437
		SP:Iteration 2Q (92268.950000 sec): 3 clusters
  Score: Raw -3827155.106447 + Penalty 3396.725944 = -3823758.380504
  nChanged 1412
		SP:Iteration 3Q (92269.280000 sec): 3 clusters
  Score: Raw -3827628.314421 + Penalty 3396.725944 = -3824231.588477
  nChanged 1530
		SP:Iteration 4Q (92269.610000 sec): 3 clusters
  Score: Raw -3828234.455634 + Penalty 3396.725944 = -3824837.729690
  nChanged 1644
		SP:Iteration 5Q (92269.930000 sec): 3 clusters
  Score: Raw -3829028.996016 + Penalty 3396.725944 = -3825632.270073
  nChanged 1994
		SP:Iteration 6F (92270.210000 sec): 3 clusters
  Score: Raw -3830232.015797 + Penalty 3396.725944 = -3826835.289853
  nChanged 2343
		SP:Iteration 7F (92270.550000 sec): 3 clusters
  Score: Raw -3831981.103872 + Penalty 3396.725944 = -3828584.377928
  nChanged 2565
		SP:Iteration 8F (92270.860000 sec): 3 clusters
  Score: Raw -3834193.270893 + Penalty 3396.725944 = -3830796.544949
  nChanged 2304
		SP:Iteration 9F (92271.160000 sec): 3 clusters
  Score: Raw -3836329.188573 + Penalty 3396.725944 = -3832932.462630
  nChanged 1651
		SP:Iteration 10Q (92271.550000 sec): 3 clusters
  Score: Raw -3837870.732964 + Penalty 3396.725944 = -3834474.007020
  nChanged 880
		SP:Iteration 11Q (92271.840000 sec): 3 clusters
  Score: Raw -3838677.329449 + Penalty 3396.725944 = -3835280.603506
  nChanged 401
		SP:Iteration 12Q (92272.170000 sec): 3 clusters
  Score: Raw -3839062.125640 + Penalty 3396.725944 = -3835665.399697
  nChanged 191
		SP:Iteration 13Q (92272.470000 sec): 3 clusters
  Score: Raw -3839244.054830 + Penalty 3396.725944 = -3835847.328886
  nChanged 98
		SP:Iteration 14Q (92272.820000 sec): 3 clusters
  Score: Raw -3839339.069430 + Penalty 3396.725944 = -3835942.343486
  nChanged 59
		SP:Iteration 15Q (92273.170000 sec): 3 clusters
  Score: Raw -3839397.248166 + Penalty 3396.725944 = -3836000.522223
  nChanged 29
		SP:Iteration 16Q (92273.480000 sec): 3 clusters
  Score: Raw -3839428.754334 + Penalty 3396.725944 = -3836032.028391
  nChanged 20
		SP:Iteration 17Q (92273.780000 sec): 3 clusters
  Score: Raw -3839448.051428 + Penalty 3396.725944 = -3836051.325484
  nChanged 12
		SP:Iteration 18Q (92274.090000 sec): 3 clusters
  Score: Raw -3839458.439771 + Penalty 3396.725944 = -3836061.713827
  nChanged 8
		SP:Iteration 19Q (92274.430000 sec): 3 clusters
  Score: Raw -3839466.152743 + Penalty 3396.725944 = -3836069.426799
  nChanged 3
		SP:Iteration 20F (92274.790000 sec): 3 clusters
  Score: Raw -3839468.353041 + Penalty 3396.725944 = -3836071.627097
  nChanged 2
		SP:Iteration 21Q (92275.080000 sec): 3 clusters
  Score: Raw -3839470.413782 + Penalty 3396.725944 = -3836073.687839
  nChanged 2
		SP:Iteration 22Q (92275.390000 sec): 3 clusters
  Score: Raw -3839472.176400 + Penalty 3396.725944 = -3836075.450457
  nChanged 2
		SP:Iteration 23Q (92275.720000 sec): 3 clusters
  Score: Raw -3839473.311653 + Penalty 3396.725944 = -3836076.585709
  nChanged 2
		SP:Iteration 24Q (92276.080000 sec): 3 clusters
  Score: Raw -3839475.319993 + Penalty 3396.725944 = -3836078.594049
  nChanged 1
		SP:Iteration 25Q (92276.390000 sec): 3 clusters
  Score: Raw -3839476.395697 + Penalty 3396.725944 = -3836079.669753
  nChanged 1
		SP:Iteration 26Q (92276.710000 sec): 3 clusters
  Score: Raw -3839477.784448 + Penalty 3396.725944 = -3836081.058504
  nChanged 1
		SP:Iteration 27Q (92277.040000 sec): 3 clusters
  Score: Raw -3839479.077525 + Penalty 3396.725944 = -3836082.351581
  nChanged 4
		SP:Iteration 28Q (92277.310000 sec): 3 clusters
  Score: Raw -3839482.390287 + Penalty 3396.725944 = -3836085.664344
  nChanged 5
		SP:Iteration 29Q (92277.570000 sec): 3 clusters
  Score: Raw -3839487.167726 + Penalty 3396.725944 = -3836090.441782
  nChanged 5
		SP:Iteration 30Q (92277.880000 sec): 3 clusters
  Score: Raw -3839491.019991 + Penalty 3396.725944 = -3836094.294048
  nChanged 2
		SP:Iteration 31Q (92278.160000 sec): 3 clusters
  Score: Raw -3839492.394210 + Penalty 3396.725944 = -3836095.668267
  nChanged 3
		SP:Iteration 32Q (92278.490000 sec): 3 clusters
  Score: Raw -3839494.436628 + Penalty 3396.725944 = -3836097.710684
  nChanged 2
		SP:Iteration 33Q (92278.800000 sec): 3 clusters
  Score: Raw -3839496.031512 + Penalty 3396.725944 = -3836099.305568
  nChanged 3
		SP:Iteration 34Q (92279.070000 sec): 3 clusters
  Score: Raw -3839498.626044 + Penalty 3396.725944 = -3836101.900100
  nChanged 1
		SP:Iteration 35Q (92279.410000 sec): 3 clusters
  Score: Raw -3839499.636318 + Penalty 3396.725944 = -3836102.910374
  nChanged 1
		SP:Iteration 36Q (92279.750000 sec): 3 clusters
  Score: Raw -3839500.101770 + Penalty 3396.725944 = -3836103.375826
  nChanged 1
		SP:Iteration 37Q (92280.020000 sec): 3 clusters
  Score: Raw -3839500.564281 + Penalty 3396.725944 = -3836103.838337
  nChanged 0
		SP:Iteration 38F (92280.320000 sec): 3 clusters
  Score: Raw -3839500.564281 + Penalty 3396.725944 = -3836103.838337
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92280.470000 sec): 2 clusters
  Score: Raw -1009500.939275 + Penalty 1504.902494 = -1007996.036781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92280.720000 sec): 3 clusters
  Score: Raw -1003527.358303 + Penalty 3009.804988 = -1000517.553315
  nChanged 4613
		SP:Iteration 1F (92280.990000 sec): 3 clusters
  Score: Raw -1006284.192604 + Penalty 3009.804988 = -1003274.387616
  nChanged 810
		SP:Iteration 2F (92281.210000 sec): 3 clusters
  Score: Raw -1006759.626001 + Penalty 3009.804988 = -1003749.821013
  nChanged 726
		SP:Iteration 3F (92281.420000 sec): 3 clusters
  Score: Raw -1007189.555371 + Penalty 3009.804988 = -1004179.750383
  nChanged 626
		SP:Iteration 4F (92281.690000 sec): 3 clusters
  Score: Raw -1007534.934100 + Penalty 3009.804988 = -1004525.129112
  nChanged 531
		SP:Iteration 5F (92281.940000 sec): 3 clusters
  Score: Raw -1007827.703948 + Penalty 3009.804988 = -1004817.898960
  nChanged 485
		SP:Iteration 6Q (92282.180000 sec): 3 clusters
  Score: Raw -1008120.689225 + Penalty 3009.804988 = -1005110.884237
  nChanged 447
		SP:Iteration 7Q (92282.390000 sec): 3 clusters
  Score: Raw -1008400.770718 + Penalty 3009.804988 = -1005390.965730
  nChanged 392
		SP:Iteration 8Q (92282.580000 sec): 3 clusters
  Score: Raw -1008649.886822 + Penalty 3009.804988 = -1005640.081834
  nChanged 345
		SP:Iteration 9Q (92282.820000 sec): 3 clusters
  Score: Raw -1008889.598085 + Penalty 3009.804988 = -1005879.793097
  nChanged 342
		SP:Iteration 10Q (92283.070000 sec): 3 clusters
  Score: Raw -1009132.129224 + Penalty 3009.804988 = -1006122.324236
  nChanged 290
		SP:Iteration 11Q (92283.280000 sec): 3 clusters
  Score: Raw -1009330.267560 + Penalty 3009.804988 = -1006320.462572
  nChanged 235
		SP:Iteration 12Q (92283.480000 sec): 3 clusters
  Score: Raw -1009452.224597 + Penalty 3009.804988 = -1006442.419609
  nChanged 177
		SP:Iteration 13Q (92283.700000 sec): 3 clusters
  Score: Raw -1009521.110688 + Penalty 3009.804988 = -1006511.305700
  nChanged 135
		SP:Iteration 14Q (92283.940000 sec): 3 clusters
  Score: Raw -1009566.094859 + Penalty 3009.804988 = -1006556.289871
  nChanged 107
		SP:Iteration 15Q (92284.160000 sec): 3 clusters
  Score: Raw -1009599.554777 + Penalty 3009.804988 = -1006589.749789
  nChanged 88
		SP:Iteration 16Q (92284.390000 sec): 3 clusters
  Score: Raw -1009628.631185 + Penalty 3009.804988 = -1006618.826197
  nChanged 75
		SP:Iteration 17Q (92284.620000 sec): 3 clusters
  Score: Raw -1009653.532507 + Penalty 3009.804988 = -1006643.727519
  nChanged 68
		SP:Iteration 18Q (92284.860000 sec): 3 clusters
  Score: Raw -1009674.228938 + Penalty 3009.804988 = -1006664.423950
  nChanged 59
		SP:Iteration 19Q (92285.090000 sec): 3 clusters
  Score: Raw -1009689.268082 + Penalty 3009.804988 = -1006679.463094
  nChanged 44
		SP:Iteration 20F (92285.320000 sec): 3 clusters
  Score: Raw -1009699.046866 + Penalty 3009.804988 = -1006689.241878
  nChanged 47
		SP:Iteration 21Q (92285.570000 sec): 3 clusters
  Score: Raw -1009709.955439 + Penalty 3009.804988 = -1006700.150451
  nChanged 58
		SP:Iteration 22Q (92285.830000 sec): 3 clusters
  Score: Raw -1009725.713093 + Penalty 3009.804988 = -1006715.908105
  nChanged 52
		SP:Iteration 23Q (92286.070000 sec): 3 clusters
  Score: Raw -1009737.329638 + Penalty 3009.804988 = -1006727.524650
  nChanged 53
		SP:Iteration 24Q (92286.240000 sec): 3 clusters
  Score: Raw -1009752.646461 + Penalty 3009.804988 = -1006742.841473
  nChanged 61
		SP:Iteration 25Q (92286.440000 sec): 3 clusters
  Score: Raw -1009770.091092 + Penalty 3009.804988 = -1006760.286104
  nChanged 67
		SP:Iteration 26Q (92286.640000 sec): 3 clusters
  Score: Raw -1009794.455688 + Penalty 3009.804988 = -1006784.650700
  nChanged 82
		SP:Iteration 27Q (92286.880000 sec): 3 clusters
  Score: Raw -1009820.552737 + Penalty 3009.804988 = -1006810.747749
  nChanged 82
		SP:Iteration 28Q (92287.060000 sec): 3 clusters
  Score: Raw -1009846.097926 + Penalty 3009.804988 = -1006836.292938
  nChanged 72
		SP:Iteration 29Q (92287.270000 sec): 3 clusters
  Score: Raw -1009863.294376 + Penalty 3009.804988 = -1006853.489388
  nChanged 62
		SP:Iteration 30Q (92287.540000 sec): 3 clusters
  Score: Raw -1009877.399956 + Penalty 3009.804988 = -1006867.594968
  nChanged 59
		SP:Iteration 31Q (92287.740000 sec): 3 clusters
  Score: Raw -1009890.566221 + Penalty 3009.804988 = -1006880.761233
  nChanged 57
		SP:Iteration 32Q (92288.010000 sec): 3 clusters
  Score: Raw -1009903.429789 + Penalty 3009.804988 = -1006893.624801
  nChanged 52
		SP:Iteration 33Q (92288.310000 sec): 3 clusters
  Score: Raw -1009914.046942 + Penalty 3009.804988 = -1006904.241954
  nChanged 37
		SP:Iteration 34Q (92288.540000 sec): 3 clusters
  Score: Raw -1009922.496187 + Penalty 3009.804988 = -1006912.691199
  nChanged 32
		SP:Iteration 35Q (92288.760000 sec): 3 clusters
  Score: Raw -1009928.839803 + Penalty 3009.804988 = -1006919.034815
  nChanged 31
		SP:Iteration 36Q (92288.960000 sec): 3 clusters
  Score: Raw -1009935.293655 + Penalty 3009.804988 = -1006925.488667
  nChanged 32
		SP:Iteration 37Q (92289.140000 sec): 3 clusters
  Score: Raw -1009941.650769 + Penalty 3009.804988 = -1006931.845781
  nChanged 32
		SP:Iteration 38Q (92289.380000 sec): 3 clusters
  Score: Raw -1009949.032181 + Penalty 3009.804988 = -1006939.227193
  nChanged 36
		SP:Iteration 39Q (92289.600000 sec): 3 clusters
  Score: Raw -1009957.687466 + Penalty 3009.804988 = -1006947.882478
  nChanged 43
		SP:Iteration 40F (92289.800000 sec): 3 clusters
  Score: Raw -1009968.156813 + Penalty 3009.804988 = -1006958.351825
  nChanged 46
		SP:Iteration 41Q (92290.020000 sec): 3 clusters
  Score: Raw -1009978.538078 + Penalty 3009.804988 = -1006968.733090
  nChanged 41
		SP:Iteration 42Q (92290.200000 sec): 3 clusters
  Score: Raw -1009987.446195 + Penalty 3009.804988 = -1006977.641207
  nChanged 39
		SP:Iteration 43Q (92290.460000 sec): 3 clusters
  Score: Raw -1009996.635985 + Penalty 3009.804988 = -1006986.830997
  nChanged 44
		SP:Iteration 44Q (92290.660000 sec): 3 clusters
  Score: Raw -1010008.561710 + Penalty 3009.804988 = -1006998.756722
  nChanged 43
		SP:Iteration 45Q (92290.920000 sec): 3 clusters
  Score: Raw -1010020.811263 + Penalty 3009.804988 = -1007011.006275
  nChanged 45
		SP:Iteration 46Q (92291.130000 sec): 3 clusters
  Score: Raw -1010035.069978 + Penalty 3009.804988 = -1007025.264990
  nChanged 45
		SP:Iteration 47Q (92291.350000 sec): 3 clusters
  Score: Raw -1010046.985984 + Penalty 3009.804988 = -1007037.180996
  nChanged 45
		SP:Iteration 48Q (92291.570000 sec): 3 clusters
  Score: Raw -1010059.979574 + Penalty 3009.804988 = -1007050.174586
  nChanged 43
		SP:Iteration 49Q (92291.800000 sec): 3 clusters
  Score: Raw -1010071.043196 + Penalty 3009.804988 = -1007061.238208
  nChanged 55
		SP:Iteration 50Q (92291.960000 sec): 3 clusters
  Score: Raw -1010086.888026 + Penalty 3009.804988 = -1007077.083038
  nChanged 58
		SP:Iteration 51Q (92292.180000 sec): 3 clusters
  Score: Raw -1010103.084136 + Penalty 3009.804988 = -1007093.279148
  nChanged 58
		SP:Iteration 52Q (92292.440000 sec): 3 clusters
  Score: Raw -1010118.590270 + Penalty 3009.804988 = -1007108.785282
  nChanged 61
		SP:Iteration 53Q (92292.630000 sec): 3 clusters
  Score: Raw -1010138.043559 + Penalty 3009.804988 = -1007128.238571
  nChanged 57
		SP:Iteration 54Q (92292.850000 sec): 3 clusters
  Score: Raw -1010155.118173 + Penalty 3009.804988 = -1007145.313185
  nChanged 53
		SP:Iteration 55Q (92293.080000 sec): 3 clusters
  Score: Raw -1010172.824797 + Penalty 3009.804988 = -1007163.019809
  nChanged 49
		SP:Iteration 56Q (92293.320000 sec): 3 clusters
  Score: Raw -1010190.195878 + Penalty 3009.804988 = -1007180.390890
  nChanged 44
		SP:Iteration 57Q (92293.510000 sec): 3 clusters
  Score: Raw -1010206.529989 + Penalty 3009.804988 = -1007196.725001
  nChanged 54
		SP:Iteration 58Q (92293.730000 sec): 3 clusters
  Score: Raw -1010224.611735 + Penalty 3009.804988 = -1007214.806747
  nChanged 51
		SP:Iteration 59Q (92293.990000 sec): 3 clusters
  Score: Raw -1010243.970332 + Penalty 3009.804988 = -1007234.165344
  nChanged 46
		SP:Iteration 60F (92294.220000 sec): 3 clusters
  Score: Raw -1010260.562725 + Penalty 3009.804988 = -1007250.757737
  nChanged 47
		SP:Iteration 61Q (92294.420000 sec): 3 clusters
  Score: Raw -1010278.106729 + Penalty 3009.804988 = -1007268.301741
  nChanged 45
		SP:Iteration 62Q (92294.680000 sec): 3 clusters
  Score: Raw -1010294.362252 + Penalty 3009.804988 = -1007284.557264
  nChanged 40
		SP:Iteration 63Q (92294.870000 sec): 3 clusters
  Score: Raw -1010309.516729 + Penalty 3009.804988 = -1007299.711741
  nChanged 37
		SP:Iteration 64Q (92295.080000 sec): 3 clusters
  Score: Raw -1010324.051085 + Penalty 3009.804988 = -1007314.246097
  nChanged 31
		SP:Iteration 65Q (92295.250000 sec): 3 clusters
  Score: Raw -1010334.021078 + Penalty 3009.804988 = -1007324.216090
  nChanged 24
		SP:Iteration 66Q (92295.510000 sec): 3 clusters
  Score: Raw -1010341.430637 + Penalty 3009.804988 = -1007331.625649
  nChanged 18
		SP:Iteration 67Q (92295.700000 sec): 3 clusters
  Score: Raw -1010346.908884 + Penalty 3009.804988 = -1007337.103896
  nChanged 22
		SP:Iteration 68Q (92295.920000 sec): 3 clusters
  Score: Raw -1010353.361080 + Penalty 3009.804988 = -1007343.556092
  nChanged 20
		SP:Iteration 69Q (92296.100000 sec): 3 clusters
  Score: Raw -1010360.759983 + Penalty 3009.804988 = -1007350.954995
  nChanged 19
		SP:Iteration 70Q (92296.320000 sec): 3 clusters
  Score: Raw -1010367.245189 + Penalty 3009.804988 = -1007357.440201
  nChanged 22
		SP:Iteration 71Q (92296.530000 sec): 3 clusters
  Score: Raw -1010376.389631 + Penalty 3009.804988 = -1007366.584643
  nChanged 21
		SP:Iteration 72Q (92296.740000 sec): 3 clusters
  Score: Raw -1010382.448416 + Penalty 3009.804988 = -1007372.643428
  nChanged 14
		SP:Iteration 73Q (92296.940000 sec): 3 clusters
  Score: Raw -1010386.461805 + Penalty 3009.804988 = -1007376.656817
  nChanged 10
		SP:Iteration 74Q (92297.140000 sec): 3 clusters
  Score: Raw -1010389.568099 + Penalty 3009.804988 = -1007379.763111
  nChanged 6
		SP:Iteration 75Q (92297.400000 sec): 3 clusters
  Score: Raw -1010391.031495 + Penalty 3009.804988 = -1007381.226507
  nChanged 3
		SP:Iteration 76Q (92297.610000 sec): 3 clusters
  Score: Raw -1010391.871279 + Penalty 3009.804988 = -1007382.066291
  nChanged 1
		SP:Iteration 77Q (92297.880000 sec): 3 clusters
  Score: Raw -1010392.113635 + Penalty 3009.804988 = -1007382.308647
  nChanged 1
		SP:Iteration 78Q (92298.080000 sec): 3 clusters
  Score: Raw -1010392.290194 + Penalty 3009.804988 = -1007382.485206
  nChanged 0
		SP:Iteration 79F (92298.300000 sec): 3 clusters
  Score: Raw -1010392.290194 + Penalty 3009.804988 = -1007382.485206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92298.490000 sec): 2 clusters
  Score: Raw -2065307.425452 + Penalty 1609.389836 = -2063698.035616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92298.760000 sec): 3 clusters
  Score: Raw -2053308.048274 + Penalty 3218.779672 = -2050089.268602
  nChanged 9020
		SP:Iteration 1F (92299.030000 sec): 3 clusters
  Score: Raw -2058409.622976 + Penalty 3218.779672 = -2055190.843304
  nChanged 1109
		SP:Iteration 2F (92299.290000 sec): 3 clusters
  Score: Raw -2058831.229753 + Penalty 3218.779672 = -2055612.450081
  nChanged 1029
		SP:Iteration 3F (92299.580000 sec): 3 clusters
  Score: Raw -2059227.492252 + Penalty 3218.779672 = -2056008.712580
  nChanged 942
		SP:Iteration 4Q (92299.880000 sec): 3 clusters
  Score: Raw -2059631.651865 + Penalty 3218.779672 = -2056412.872193
  nChanged 887
		SP:Iteration 5Q (92300.160000 sec): 3 clusters
  Score: Raw -2060023.605417 + Penalty 3218.779672 = -2056804.825746
  nChanged 910
		SP:Iteration 6Q (92300.450000 sec): 3 clusters
  Score: Raw -2060469.808972 + Penalty 3218.779672 = -2057251.029300
  nChanged 945
		SP:Iteration 7Q (92300.750000 sec): 3 clusters
  Score: Raw -2060966.527256 + Penalty 3218.779672 = -2057747.747584
  nChanged 1004
		SP:Iteration 8F (92301.040000 sec): 3 clusters
  Score: Raw -2061610.223711 + Penalty 3218.779672 = -2058391.444039
  nChanged 1003
		SP:Iteration 9F (92301.350000 sec): 3 clusters
  Score: Raw -2062374.893314 + Penalty 3218.779672 = -2059156.113642
  nChanged 964
		SP:Iteration 10Q (92301.650000 sec): 3 clusters
  Score: Raw -2063117.805536 + Penalty 3218.779672 = -2059899.025864
  nChanged 808
		SP:Iteration 11Q (92301.910000 sec): 3 clusters
  Score: Raw -2063738.586201 + Penalty 3218.779672 = -2060519.806529
  nChanged 651
		SP:Iteration 12Q (92302.180000 sec): 3 clusters
  Score: Raw -2064182.924660 + Penalty 3218.779672 = -2060964.144988
  nChanged 461
		SP:Iteration 13Q (92302.500000 sec): 3 clusters
  Score: Raw -2064515.341184 + Penalty 3218.779672 = -2061296.561512
  nChanged 376
		SP:Iteration 14Q (92302.770000 sec): 3 clusters
  Score: Raw -2064787.751214 + Penalty 3218.779672 = -2061568.971542
  nChanged 334
		SP:Iteration 15Q (92303.030000 sec): 3 clusters
  Score: Raw -2065069.647915 + Penalty 3218.779672 = -2061850.868243
  nChanged 320
		SP:Iteration 16Q (92303.310000 sec): 3 clusters
  Score: Raw -2065312.666950 + Penalty 3218.779672 = -2062093.887278
  nChanged 246
		SP:Iteration 17Q (92303.590000 sec): 3 clusters
  Score: Raw -2065500.602527 + Penalty 3218.779672 = -2062281.822856
  nChanged 224
		SP:Iteration 18Q (92303.870000 sec): 3 clusters
  Score: Raw -2065667.783310 + Penalty 3218.779672 = -2062449.003639
  nChanged 186
		SP:Iteration 19Q (92304.100000 sec): 3 clusters
  Score: Raw -2065773.396801 + Penalty 3218.779672 = -2062554.617129
  nChanged 167
		SP:Iteration 20F (92304.430000 sec): 3 clusters
  Score: Raw -2065836.896575 + Penalty 3218.779672 = -2062618.116903
  nChanged 132
		SP:Iteration 21Q (92304.740000 sec): 3 clusters
  Score: Raw -2065879.885191 + Penalty 3218.779672 = -2062661.105519
  nChanged 100
		SP:Iteration 22Q (92305.020000 sec): 3 clusters
  Score: Raw -2065906.609993 + Penalty 3218.779672 = -2062687.830321
  nChanged 80
		SP:Iteration 23Q (92305.300000 sec): 3 clusters
  Score: Raw -2065929.560060 + Penalty 3218.779672 = -2062710.780389
  nChanged 69
		SP:Iteration 24Q (92305.610000 sec): 3 clusters
  Score: Raw -2065946.973699 + Penalty 3218.779672 = -2062728.194027
  nChanged 48
		SP:Iteration 25Q (92305.890000 sec): 3 clusters
  Score: Raw -2065957.213404 + Penalty 3218.779672 = -2062738.433732
  nChanged 41
		SP:Iteration 26Q (92306.170000 sec): 3 clusters
  Score: Raw -2065966.251231 + Penalty 3218.779672 = -2062747.471560
  nChanged 37
		SP:Iteration 27Q (92306.450000 sec): 3 clusters
  Score: Raw -2065974.588358 + Penalty 3218.779672 = -2062755.808686
  nChanged 45
		SP:Iteration 28Q (92306.710000 sec): 3 clusters
  Score: Raw -2065984.966165 + Penalty 3218.779672 = -2062766.186493
  nChanged 43
		SP:Iteration 29Q (92306.910000 sec): 3 clusters
  Score: Raw -2065992.868111 + Penalty 3218.779672 = -2062774.088439
  nChanged 32
		SP:Iteration 30Q (92307.180000 sec): 3 clusters
  Score: Raw -2065997.170148 + Penalty 3218.779672 = -2062778.390477
  nChanged 21
		SP:Iteration 31Q (92307.450000 sec): 3 clusters
  Score: Raw -2066000.054334 + Penalty 3218.779672 = -2062781.274662
  nChanged 18
		SP:Iteration 32Q (92307.710000 sec): 3 clusters
  Score: Raw -2066002.010529 + Penalty 3218.779672 = -2062783.230857
  nChanged 15
		SP:Iteration 33Q (92307.990000 sec): 3 clusters
  Score: Raw -2066003.685310 + Penalty 3218.779672 = -2062784.905639
  nChanged 13
		SP:Iteration 34Q (92308.260000 sec): 3 clusters
  Score: Raw -2066006.126625 + Penalty 3218.779672 = -2062787.346953
  nChanged 17
		SP:Iteration 35Q (92308.490000 sec): 3 clusters
  Score: Raw -2066008.463738 + Penalty 3218.779672 = -2062789.684066
  nChanged 15
		SP:Iteration 36Q (92308.770000 sec): 3 clusters
  Score: Raw -2066009.974861 + Penalty 3218.779672 = -2062791.195189
  nChanged 13
		SP:Iteration 37Q (92309.000000 sec): 3 clusters
  Score: Raw -2066011.301969 + Penalty 3218.779672 = -2062792.522297
  nChanged 8
		SP:Iteration 38Q (92309.330000 sec): 3 clusters
  Score: Raw -2066011.965887 + Penalty 3218.779672 = -2062793.186216
  nChanged 4
		SP:Iteration 39Q (92309.580000 sec): 3 clusters
  Score: Raw -2066012.714458 + Penalty 3218.779672 = -2062793.934786
  nChanged 8
		SP:Iteration 40F (92309.850000 sec): 3 clusters
  Score: Raw -2066013.480331 + Penalty 3218.779672 = -2062794.700660
  nChanged 3
		SP:Iteration 41Q (92310.150000 sec): 3 clusters
  Score: Raw -2066013.767951 + Penalty 3218.779672 = -2062794.988279
  nChanged 4
		SP:Iteration 42Q (92310.440000 sec): 3 clusters
  Score: Raw -2066013.987879 + Penalty 3218.779672 = -2062795.208207
  nChanged 2
		SP:Iteration 43Q (92310.700000 sec): 3 clusters
  Score: Raw -2066014.130022 + Penalty 3218.779672 = -2062795.350350
  nChanged 5
		SP:Iteration 44Q (92310.940000 sec): 3 clusters
  Score: Raw -2066014.536685 + Penalty 3218.779672 = -2062795.757013
  nChanged 4
		SP:Iteration 45Q (92311.250000 sec): 3 clusters
  Score: Raw -2066015.026514 + Penalty 3218.779672 = -2062796.246843
  nChanged 2
		SP:Iteration 46Q (92311.540000 sec): 3 clusters
  Score: Raw -2066015.200197 + Penalty 3218.779672 = -2062796.420525
  nChanged 0
		SP:Iteration 47F (92311.800000 sec): 3 clusters
  Score: Raw -2066015.200197 + Penalty 3218.779672 = -2062796.420525
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92311.920000 sec): 2 clusters
  Score: Raw -459039.751328 + Penalty 1365.362566 = -457674.388763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92312.130000 sec): 3 clusters
  Score: Raw -456764.279546 + Penalty 2730.725131 = -454033.554415
  nChanged 1781
		SP:Iteration 1F (92312.310000 sec): 3 clusters
  Score: Raw -457783.811772 + Penalty 2730.725131 = -455053.086641
  nChanged 334
		SP:Iteration 2F (92312.540000 sec): 3 clusters
  Score: Raw -457983.630714 + Penalty 2730.725131 = -455252.905583
  nChanged 229
		SP:Iteration 3F (92312.710000 sec): 3 clusters
  Score: Raw -458109.979779 + Penalty 2730.725131 = -455379.254648
  nChanged 206
		SP:Iteration 4Q (92312.910000 sec): 3 clusters
  Score: Raw -458240.168044 + Penalty 2730.725131 = -455509.442913
  nChanged 195
		SP:Iteration 5Q (92313.090000 sec): 3 clusters
  Score: Raw -458365.557882 + Penalty 2730.725131 = -455634.832751
  nChanged 169
		SP:Iteration 6Q (92313.290000 sec): 3 clusters
  Score: Raw -458473.889930 + Penalty 2730.725131 = -455743.164798
  nChanged 138
		SP:Iteration 7Q (92313.500000 sec): 3 clusters
  Score: Raw -458561.049577 + Penalty 2730.725131 = -455830.324446
  nChanged 139
		SP:Iteration 8Q (92313.680000 sec): 3 clusters
  Score: Raw -458653.939968 + Penalty 2730.725131 = -455923.214837
  nChanged 137
		SP:Iteration 9Q (92313.870000 sec): 3 clusters
  Score: Raw -458751.672383 + Penalty 2730.725131 = -456020.947252
  nChanged 125
		SP:Iteration 10Q (92314.040000 sec): 3 clusters
  Score: Raw -458826.893256 + Penalty 2730.725131 = -456096.168125
  nChanged 98
		SP:Iteration 11Q (92314.270000 sec): 3 clusters
  Score: Raw -458885.467235 + Penalty 2730.725131 = -456154.742103
  nChanged 86
		SP:Iteration 12Q (92314.450000 sec): 3 clusters
  Score: Raw -458933.489055 + Penalty 2730.725131 = -456202.763924
  nChanged 63
		SP:Iteration 13Q (92314.630000 sec): 3 clusters
  Score: Raw -458967.726249 + Penalty 2730.725131 = -456237.001117
  nChanged 56
		SP:Iteration 14Q (92314.850000 sec): 3 clusters
  Score: Raw -459002.769058 + Penalty 2730.725131 = -456272.043927
  nChanged 55
		SP:Iteration 15Q (92315.020000 sec): 3 clusters
  Score: Raw -459038.073492 + Penalty 2730.725131 = -456307.348361
  nChanged 46
		SP:Iteration 16Q (92315.250000 sec): 3 clusters
  Score: Raw -459072.007142 + Penalty 2730.725131 = -456341.282011
  nChanged 45
		SP:Iteration 17Q (92315.410000 sec): 3 clusters
  Score: Raw -459107.770153 + Penalty 2730.725131 = -456377.045022
  nChanged 34
		SP:Iteration 18Q (92315.600000 sec): 3 clusters
  Score: Raw -459133.499950 + Penalty 2730.725131 = -456402.774818
  nChanged 26
		SP:Iteration 19Q (92315.800000 sec): 3 clusters
  Score: Raw -459150.214755 + Penalty 2730.725131 = -456419.489624
  nChanged 17
		SP:Iteration 20F (92316.020000 sec): 3 clusters
  Score: Raw -459160.426820 + Penalty 2730.725131 = -456429.701689
  nChanged 16
		SP:Iteration 21Q (92316.180000 sec): 3 clusters
  Score: Raw -459169.627638 + Penalty 2730.725131 = -456438.902506
  nChanged 10
		SP:Iteration 22Q (92316.370000 sec): 3 clusters
  Score: Raw -459174.837065 + Penalty 2730.725131 = -456444.111934
  nChanged 8
		SP:Iteration 23Q (92316.570000 sec): 3 clusters
  Score: Raw -459179.130734 + Penalty 2730.725131 = -456448.405603
  nChanged 5
		SP:Iteration 24Q (92316.740000 sec): 3 clusters
  Score: Raw -459183.005718 + Penalty 2730.725131 = -456452.280587
  nChanged 8
		SP:Iteration 25Q (92316.960000 sec): 3 clusters
  Score: Raw -459186.944598 + Penalty 2730.725131 = -456456.219467
  nChanged 6
		SP:Iteration 26Q (92317.150000 sec): 3 clusters
  Score: Raw -459189.913588 + Penalty 2730.725131 = -456459.188456
  nChanged 3
		SP:Iteration 27Q (92317.330000 sec): 3 clusters
  Score: Raw -459191.511576 + Penalty 2730.725131 = -456460.786445
  nChanged 2
		SP:Iteration 28Q (92317.500000 sec): 3 clusters
  Score: Raw -459192.339043 + Penalty 2730.725131 = -456461.613912
  nChanged 0
		SP:Iteration 29F (92317.710000 sec): 3 clusters
  Score: Raw -459192.339043 + Penalty 2730.725131 = -456461.613912
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92317.830000 sec): 2 clusters
  Score: Raw -33650.190075 + Penalty 958.733320 = -32691.456755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92318.030000 sec): 3 clusters
  Score: Raw -33649.126161 + Penalty 1917.466640 = -31731.659521
  nChanged 66
		SP:Iteration 1F (92318.250000 sec): 3 clusters
  Score: Raw -33771.373522 + Penalty 1917.466640 = -31853.906882
  nChanged 18
		SP:Iteration 2Q (92318.420000 sec): 3 clusters
  Score: Raw -33799.519012 + Penalty 1917.466640 = -31882.052372
  nChanged 8
		SP:Iteration 3Q (92318.620000 sec): 3 clusters
  Score: Raw -33815.410592 + Penalty 1917.466640 = -31897.943952
  nChanged 7
		SP:Iteration 4Q (92318.770000 sec): 3 clusters
  Score: Raw -33833.357821 + Penalty 1917.466640 = -31915.891181
  nChanged 1
		SP:Iteration 5Q (92318.960000 sec): 3 clusters
  Score: Raw -33838.941675 + Penalty 1917.466640 = -31921.475035
  nChanged 1
		SP:Iteration 6Q (92319.130000 sec): 3 clusters
  Score: Raw -33840.827710 + Penalty 1917.466640 = -31923.361070
  nChanged 1
		SP:Iteration 7Q (92319.300000 sec): 3 clusters
  Score: Raw -33842.497334 + Penalty 1917.466640 = -31925.030694
  nChanged 0
		SP:Iteration 8F (92319.510000 sec): 3 clusters
  Score: Raw -33842.497334 + Penalty 1917.466640 = -31925.030694
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2036 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92319.640000 sec): 2 clusters
  Score: Raw -208664.856253 + Penalty 1238.045636 = -207426.810616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92319.830000 sec): 3 clusters
  Score: Raw -207770.415796 + Penalty 2476.091273 = -205294.324523
  nChanged 722
		SP:Iteration 1F (92320.030000 sec): 3 clusters
  Score: Raw -208209.232909 + Penalty 2476.091273 = -205733.141636
  nChanged 157
		SP:Iteration 2F (92320.200000 sec): 3 clusters
  Score: Raw -208321.202447 + Penalty 2476.091273 = -205845.111174
  nChanged 91
		SP:Iteration 3Q (92320.380000 sec): 3 clusters
  Score: Raw -208388.238741 + Penalty 2476.091273 = -205912.147469
  nChanged 72
		SP:Iteration 4Q (92320.570000 sec): 3 clusters
  Score: Raw -208433.825760 + Penalty 2476.091273 = -205957.734487
  nChanged 41
		SP:Iteration 5Q (92320.750000 sec): 3 clusters
  Score: Raw -208458.209319 + Penalty 2476.091273 = -205982.118046
  nChanged 43
		SP:Iteration 6Q (92320.970000 sec): 3 clusters
  Score: Raw -208482.377557 + Penalty 2476.091273 = -206006.286284
  nChanged 26
		SP:Iteration 7Q (92321.170000 sec): 3 clusters
  Score: Raw -208499.125679 + Penalty 2476.091273 = -206023.034406
  nChanged 37
		SP:Iteration 8Q (92321.340000 sec): 3 clusters
  Score: Raw -208521.396133 + Penalty 2476.091273 = -206045.304860
  nChanged 41
		SP:Iteration 9Q (92321.530000 sec): 3 clusters
  Score: Raw -208543.386243 + Penalty 2476.091273 = -206067.294970
  nChanged 29
		SP:Iteration 10Q (92321.710000 sec): 3 clusters
  Score: Raw -208563.903822 + Penalty 2476.091273 = -206087.812549
  nChanged 27
		SP:Iteration 11Q (92321.930000 sec): 3 clusters
  Score: Raw -208577.404605 + Penalty 2476.091273 = -206101.313332
  nChanged 17
		SP:Iteration 12Q (92322.120000 sec): 3 clusters
  Score: Raw -208586.303615 + Penalty 2476.091273 = -206110.212343
  nChanged 14
		SP:Iteration 13Q (92322.310000 sec): 3 clusters
  Score: Raw -208591.607635 + Penalty 2476.091273 = -206115.516363
  nChanged 9
		SP:Iteration 14Q (92322.460000 sec): 3 clusters
  Score: Raw -208595.496755 + Penalty 2476.091273 = -206119.405482
  nChanged 8
		SP:Iteration 15Q (92322.700000 sec): 3 clusters
  Score: Raw -208598.387183 + Penalty 2476.091273 = -206122.295911
  nChanged 8
		SP:Iteration 16Q (92322.920000 sec): 3 clusters
  Score: Raw -208601.974354 + Penalty 2476.091273 = -206125.883082
  nChanged 8
		SP:Iteration 17Q (92323.160000 sec): 3 clusters
  Score: Raw -208605.276710 + Penalty 2476.091273 = -206129.185438
  nChanged 11
		SP:Iteration 18Q (92323.330000 sec): 3 clusters
  Score: Raw -208610.046640 + Penalty 2476.091273 = -206133.955367
  nChanged 6
		SP:Iteration 19Q (92323.520000 sec): 3 clusters
  Score: Raw -208614.349023 + Penalty 2476.091273 = -206138.257750
  nChanged 9
		SP:Iteration 20F (92323.700000 sec): 3 clusters
  Score: Raw -208618.700238 + Penalty 2476.091273 = -206142.608966
  nChanged 8
		SP:Iteration 21Q (92323.880000 sec): 3 clusters
  Score: Raw -208624.232648 + Penalty 2476.091273 = -206148.141375
  nChanged 12
		SP:Iteration 22Q (92324.060000 sec): 3 clusters
  Score: Raw -208633.981421 + Penalty 2476.091273 = -206157.890148
  nChanged 13
		SP:Iteration 23Q (92324.280000 sec): 3 clusters
  Score: Raw -208640.247291 + Penalty 2476.091273 = -206164.156018
  nChanged 14
		SP:Iteration 24Q (92324.530000 sec): 3 clusters
  Score: Raw -208647.304670 + Penalty 2476.091273 = -206171.213397
  nChanged 15
		SP:Iteration 25Q (92324.680000 sec): 3 clusters
  Score: Raw -208654.885355 + Penalty 2476.091273 = -206178.794082
  nChanged 17
		SP:Iteration 26Q (92324.860000 sec): 3 clusters
  Score: Raw -208665.190785 + Penalty 2476.091273 = -206189.099512
  nChanged 13
		SP:Iteration 27Q (92325.030000 sec): 3 clusters
  Score: Raw -208670.782929 + Penalty 2476.091273 = -206194.691656
  nChanged 18
		SP:Iteration 28Q (92325.240000 sec): 3 clusters
  Score: Raw -208678.690769 + Penalty 2476.091273 = -206202.599496
  nChanged 20
		SP:Iteration 29Q (92325.450000 sec): 3 clusters
  Score: Raw -208692.730907 + Penalty 2476.091273 = -206216.639635
  nChanged 18
		SP:Iteration 30Q (92325.670000 sec): 3 clusters
  Score: Raw -208700.086340 + Penalty 2476.091273 = -206223.995067
  nChanged 15
		SP:Iteration 31Q (92325.900000 sec): 3 clusters
  Score: Raw -208704.710192 + Penalty 2476.091273 = -206228.618920
  nChanged 9
		SP:Iteration 32Q (92326.080000 sec): 3 clusters
  Score: Raw -208707.949018 + Penalty 2476.091273 = -206231.857746
  nChanged 7
		SP:Iteration 33Q (92326.240000 sec): 3 clusters
  Score: Raw -208711.397033 + Penalty 2476.091273 = -206235.305760
  nChanged 7
		SP:Iteration 34Q (92326.460000 sec): 3 clusters
  Score: Raw -208717.375366 + Penalty 2476.091273 = -206241.284093
  nChanged 14
		SP:Iteration 35Q (92326.610000 sec): 3 clusters
  Score: Raw -208723.286594 + Penalty 2476.091273 = -206247.195322
  nChanged 10
		SP:Iteration 36Q (92326.790000 sec): 3 clusters
  Score: Raw -208729.725141 + Penalty 2476.091273 = -206253.633868
  nChanged 12
		SP:Iteration 37Q (92326.940000 sec): 3 clusters
  Score: Raw -208733.988995 + Penalty 2476.091273 = -206257.897722
  nChanged 9
		SP:Iteration 38Q (92327.130000 sec): 3 clusters
  Score: Raw -208736.841489 + Penalty 2476.091273 = -206260.750217
  nChanged 6
		SP:Iteration 39Q (92327.310000 sec): 3 clusters
  Score: Raw -208739.153224 + Penalty 2476.091273 = -206263.061951
  nChanged 8
		SP:Iteration 40F (92327.500000 sec): 3 clusters
  Score: Raw -208741.312936 + Penalty 2476.091273 = -206265.221663
  nChanged 4
		SP:Iteration 41Q (92327.660000 sec): 3 clusters
  Score: Raw -208742.755415 + Penalty 2476.091273 = -206266.664142
  nChanged 4
		SP:Iteration 42Q (92327.830000 sec): 3 clusters
  Score: Raw -208745.252028 + Penalty 2476.091273 = -206269.160755
  nChanged 4
		SP:Iteration 43Q (92328.010000 sec): 3 clusters
  Score: Raw -208747.305723 + Penalty 2476.091273 = -206271.214450
  nChanged 4
		SP:Iteration 44Q (92328.180000 sec): 3 clusters
  Score: Raw -208749.650661 + Penalty 2476.091273 = -206273.559388
  nChanged 2
		SP:Iteration 45Q (92328.380000 sec): 3 clusters
  Score: Raw -208751.370458 + Penalty 2476.091273 = -206275.279186
  nChanged 5
		SP:Iteration 46Q (92328.560000 sec): 3 clusters
  Score: Raw -208752.947725 + Penalty 2476.091273 = -206276.856453
  nChanged 6
		SP:Iteration 47Q (92328.710000 sec): 3 clusters
  Score: Raw -208754.813186 + Penalty 2476.091273 = -206278.721913
  nChanged 2
		SP:Iteration 48Q (92328.870000 sec): 3 clusters
  Score: Raw -208756.150722 + Penalty 2476.091273 = -206280.059449
  nChanged 3
		SP:Iteration 49Q (92329.020000 sec): 3 clusters
  Score: Raw -208758.245902 + Penalty 2476.091273 = -206282.154630
  nChanged 3
		SP:Iteration 50Q (92329.240000 sec): 3 clusters
  Score: Raw -208760.667021 + Penalty 2476.091273 = -206284.575748
  nChanged 4
		SP:Iteration 51Q (92329.400000 sec): 3 clusters
  Score: Raw -208762.620670 + Penalty 2476.091273 = -206286.529398
  nChanged 3
		SP:Iteration 52Q (92329.570000 sec): 3 clusters
  Score: Raw -208763.443721 + Penalty 2476.091273 = -206287.352448
  nChanged 3
		SP:Iteration 53Q (92329.780000 sec): 3 clusters
  Score: Raw -208763.943028 + Penalty 2476.091273 = -206287.851755
  nChanged 1
		SP:Iteration 54Q (92329.960000 sec): 3 clusters
  Score: Raw -208764.163420 + Penalty 2476.091273 = -206288.072148
  nChanged 2
		SP:Iteration 55Q (92330.150000 sec): 3 clusters
  Score: Raw -208764.581701 + Penalty 2476.091273 = -206288.490428
  nChanged 2
		SP:Iteration 56Q (92330.330000 sec): 3 clusters
  Score: Raw -208764.855254 + Penalty 2476.091273 = -206288.763981
  nChanged 1
		SP:Iteration 57Q (92330.560000 sec): 3 clusters
  Score: Raw -208765.708205 + Penalty 2476.091273 = -206289.616932
  nChanged 4
		SP:Iteration 58Q (92330.770000 sec): 3 clusters
  Score: Raw -208771.359037 + Penalty 2476.091273 = -206295.267764
  nChanged 5
		SP:Iteration 59Q (92330.930000 sec): 3 clusters
  Score: Raw -208774.054238 + Penalty 2476.091273 = -206297.962966
  nChanged 5
		SP:Iteration 60F (92331.130000 sec): 3 clusters
  Score: Raw -208778.082767 + Penalty 2476.091273 = -206301.991494
  nChanged 5
		SP:Iteration 61Q (92331.300000 sec): 3 clusters
  Score: Raw -208781.668585 + Penalty 2476.091273 = -206305.577312
  nChanged 8
		SP:Iteration 62Q (92331.510000 sec): 3 clusters
  Score: Raw -208786.109530 + Penalty 2476.091273 = -206310.018257
  nChanged 8
		SP:Iteration 63Q (92331.710000 sec): 3 clusters
  Score: Raw -208789.812770 + Penalty 2476.091273 = -206313.721497
  nChanged 7
		SP:Iteration 64Q (92331.890000 sec): 3 clusters
  Score: Raw -208793.051711 + Penalty 2476.091273 = -206316.960438
  nChanged 6
		SP:Iteration 65Q (92332.060000 sec): 3 clusters
  Score: Raw -208795.976684 + Penalty 2476.091273 = -206319.885411
  nChanged 4
		SP:Iteration 66Q (92332.270000 sec): 3 clusters
  Score: Raw -208797.629862 + Penalty 2476.091273 = -206321.538590
  nChanged 3
		SP:Iteration 67Q (92332.420000 sec): 3 clusters
  Score: Raw -208798.550878 + Penalty 2476.091273 = -206322.459606
  nChanged 1
		SP:Iteration 68Q (92332.650000 sec): 3 clusters
  Score: Raw -208798.781450 + Penalty 2476.091273 = -206322.690177
  nChanged 0
		SP:Iteration 69F (92332.830000 sec): 3 clusters
  Score: Raw -208798.781450 + Penalty 2476.091273 = -206322.690177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92332.960000 sec): 2 clusters
  Score: Raw -443518.669342 + Penalty 1358.701645 = -442159.967698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92333.150000 sec): 3 clusters
  Score: Raw -441362.837204 + Penalty 2717.403289 = -438645.433915
  nChanged 1708
		SP:Iteration 1F (92333.360000 sec): 3 clusters
  Score: Raw -442429.065775 + Penalty 2717.403289 = -439711.662486
  nChanged 392
		SP:Iteration 2F (92333.590000 sec): 3 clusters
  Score: Raw -442745.050277 + Penalty 2717.403289 = -440027.646988
  nChanged 304
		SP:Iteration 3F (92333.780000 sec): 3 clusters
  Score: Raw -442992.429417 + Penalty 2717.403289 = -440275.026128
  nChanged 257
		SP:Iteration 4F (92334.000000 sec): 3 clusters
  Score: Raw -443180.223221 + Penalty 2717.403289 = -440462.819932
  nChanged 218
		SP:Iteration 5F (92334.210000 sec): 3 clusters
  Score: Raw -443347.854719 + Penalty 2717.403289 = -440630.451430
  nChanged 181
		SP:Iteration 6Q (92334.430000 sec): 3 clusters
  Score: Raw -443468.941127 + Penalty 2717.403289 = -440751.537837
  nChanged 137
		SP:Iteration 7Q (92334.610000 sec): 3 clusters
  Score: Raw -443549.502480 + Penalty 2717.403289 = -440832.099191
  nChanged 112
		SP:Iteration 8Q (92334.780000 sec): 3 clusters
  Score: Raw -443620.298452 + Penalty 2717.403289 = -440902.895163
  nChanged 79
		SP:Iteration 9Q (92335.000000 sec): 3 clusters
  Score: Raw -443670.419311 + Penalty 2717.403289 = -440953.016022
  nChanged 80
		SP:Iteration 10Q (92335.200000 sec): 3 clusters
  Score: Raw -443727.905375 + Penalty 2717.403289 = -441010.502086
  nChanged 65
		SP:Iteration 11Q (92335.390000 sec): 3 clusters
  Score: Raw -443783.168105 + Penalty 2717.403289 = -441065.764816
  nChanged 75
		SP:Iteration 12Q (92335.610000 sec): 3 clusters
  Score: Raw -443845.355866 + Penalty 2717.403289 = -441127.952577
  nChanged 58
		SP:Iteration 13Q (92335.810000 sec): 3 clusters
  Score: Raw -443884.826295 + Penalty 2717.403289 = -441167.423006
  nChanged 50
		SP:Iteration 14Q (92336.010000 sec): 3 clusters
  Score: Raw -443935.892057 + Penalty 2717.403289 = -441218.488768
  nChanged 56
		SP:Iteration 15Q (92336.250000 sec): 3 clusters
  Score: Raw -443974.756876 + Penalty 2717.403289 = -441257.353587
  nChanged 43
		SP:Iteration 16Q (92336.450000 sec): 3 clusters
  Score: Raw -443995.241363 + Penalty 2717.403289 = -441277.838074
  nChanged 26
		SP:Iteration 17Q (92336.650000 sec): 3 clusters
  Score: Raw -444012.451690 + Penalty 2717.403289 = -441295.048401
  nChanged 26
		SP:Iteration 18Q (92336.880000 sec): 3 clusters
  Score: Raw -444030.044469 + Penalty 2717.403289 = -441312.641180
  nChanged 25
		SP:Iteration 19Q (92337.100000 sec): 3 clusters
  Score: Raw -444044.839298 + Penalty 2717.403289 = -441327.436009
  nChanged 23
		SP:Iteration 20F (92337.290000 sec): 3 clusters
  Score: Raw -444060.156689 + Penalty 2717.403289 = -441342.753400
  nChanged 21
		SP:Iteration 21Q (92337.480000 sec): 3 clusters
  Score: Raw -444075.388525 + Penalty 2717.403289 = -441357.985236
  nChanged 27
		SP:Iteration 22Q (92337.650000 sec): 3 clusters
  Score: Raw -444089.793920 + Penalty 2717.403289 = -441372.390631
  nChanged 21
		SP:Iteration 23Q (92337.810000 sec): 3 clusters
  Score: Raw -444101.353685 + Penalty 2717.403289 = -441383.950396
  nChanged 17
		SP:Iteration 24Q (92338.030000 sec): 3 clusters
  Score: Raw -444111.712759 + Penalty 2717.403289 = -441394.309470
  nChanged 16
		SP:Iteration 25Q (92338.220000 sec): 3 clusters
  Score: Raw -444119.988069 + Penalty 2717.403289 = -441402.584779
  nChanged 13
		SP:Iteration 26Q (92338.450000 sec): 3 clusters
  Score: Raw -444128.363452 + Penalty 2717.403289 = -441410.960163
  nChanged 12
		SP:Iteration 27Q (92338.630000 sec): 3 clusters
  Score: Raw -444134.236173 + Penalty 2717.403289 = -441416.832884
  nChanged 8
		SP:Iteration 28Q (92338.880000 sec): 3 clusters
  Score: Raw -444137.766577 + Penalty 2717.403289 = -441420.363288
  nChanged 6
		SP:Iteration 29Q (92339.120000 sec): 3 clusters
  Score: Raw -444139.748677 + Penalty 2717.403289 = -441422.345388
  nChanged 3
		SP:Iteration 30Q (92339.280000 sec): 3 clusters
  Score: Raw -444140.496287 + Penalty 2717.403289 = -441423.092998
  nChanged 2
		SP:Iteration 31Q (92339.490000 sec): 3 clusters
  Score: Raw -444140.779212 + Penalty 2717.403289 = -441423.375922
  nChanged 0
		SP:Iteration 32F (92339.680000 sec): 3 clusters
  Score: Raw -444140.779212 + Penalty 2717.403289 = -441423.375922
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92339.770000 sec): 2 clusters
  Score: Raw -29657.734843 + Penalty 930.612759 = -28727.122084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92339.990000 sec): 3 clusters
  Score: Raw -29749.025725 + Penalty 1861.225518 = -27887.800207
  nChanged 59
		SP:Iteration 1F (92340.150000 sec): 3 clusters
  Score: Raw -29857.446110 + Penalty 1861.225518 = -27996.220592
  nChanged 13
		SP:Iteration 2Q (92340.290000 sec): 3 clusters
  Score: Raw -29884.544069 + Penalty 1861.225518 = -28023.318551
  nChanged 14
		SP:Iteration 3Q (92340.470000 sec): 3 clusters
  Score: Raw -29933.946217 + Penalty 1861.225518 = -28072.720699
  nChanged 11
		SP:Iteration 4Q (92340.590000 sec): 3 clusters
  Score: Raw -29966.096247 + Penalty 1861.225518 = -28104.870729
  nChanged 9
		SP:Iteration 5Q (92340.850000 sec): 3 clusters
  Score: Raw -29992.798063 + Penalty 1861.225518 = -28131.572545
  nChanged 5
		SP:Iteration 6Q (92340.990000 sec): 3 clusters
  Score: Raw -30002.703591 + Penalty 1861.225518 = -28141.478073
  nChanged 2
		SP:Iteration 7Q (92341.170000 sec): 3 clusters
  Score: Raw -30005.436764 + Penalty 1861.225518 = -28144.211246
  nChanged 1
		SP:Iteration 8Q (92341.390000 sec): 3 clusters
  Score: Raw -30009.146582 + Penalty 1861.225518 = -28147.921064
  nChanged 0
		SP:Iteration 9F (92341.550000 sec): 3 clusters
  Score: Raw -30009.146582 + Penalty 1861.225518 = -28147.921064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92341.770000 sec): 2 clusters
  Score: Raw -2834563.125754 + Penalty 1662.125629 = -2832901.000125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92342.120000 sec): 3 clusters
  Score: Raw -2817504.492488 + Penalty 3324.251258 = -2814180.241230
  nChanged 12874
		SP:Iteration 1F (92342.440000 sec): 3 clusters
  Score: Raw -2824572.062648 + Penalty 3324.251258 = -2821247.811390
  nChanged 1264
		SP:Iteration 2Q (92342.760000 sec): 3 clusters
  Score: Raw -2824934.383695 + Penalty 3324.251258 = -2821610.132437
  nChanged 1061
		SP:Iteration 3Q (92343.120000 sec): 3 clusters
  Score: Raw -2825245.103820 + Penalty 3324.251258 = -2821920.852562
  nChanged 997
		SP:Iteration 4Q (92343.480000 sec): 3 clusters
  Score: Raw -2825547.072217 + Penalty 3324.251258 = -2822222.820959
  nChanged 1011
		SP:Iteration 5Q (92343.850000 sec): 3 clusters
  Score: Raw -2825852.829129 + Penalty 3324.251258 = -2822528.577871
  nChanged 967
		SP:Iteration 6Q (92344.190000 sec): 3 clusters
  Score: Raw -2826181.269170 + Penalty 3324.251258 = -2822857.017912
  nChanged 985
		SP:Iteration 7Q (92344.510000 sec): 3 clusters
  Score: Raw -2826585.415776 + Penalty 3324.251258 = -2823261.164518
  nChanged 1098
		SP:Iteration 8Q (92344.850000 sec): 3 clusters
  Score: Raw -2827155.115792 + Penalty 3324.251258 = -2823830.864534
  nChanged 1237
		SP:Iteration 9Q (92345.170000 sec): 3 clusters
  Score: Raw -2827911.051298 + Penalty 3324.251258 = -2824586.800040
  nChanged 1284
		SP:Iteration 10Q (92345.520000 sec): 3 clusters
  Score: Raw -2828767.829405 + Penalty 3324.251258 = -2825443.578147
  nChanged 1340
		SP:Iteration 11Q (92345.850000 sec): 3 clusters
  Score: Raw -2829638.122862 + Penalty 3324.251258 = -2826313.871604
  nChanged 1259
		SP:Iteration 12Q (92346.170000 sec): 3 clusters
  Score: Raw -2830367.132535 + Penalty 3324.251258 = -2827042.881276
  nChanged 1023
		SP:Iteration 13Q (92346.530000 sec): 3 clusters
  Score: Raw -2830821.139171 + Penalty 3324.251258 = -2827496.887913
  nChanged 755
		SP:Iteration 14Q (92346.890000 sec): 3 clusters
  Score: Raw -2831073.419443 + Penalty 3324.251258 = -2827749.168185
  nChanged 525
		SP:Iteration 15Q (92347.200000 sec): 3 clusters
  Score: Raw -2831210.460498 + Penalty 3324.251258 = -2827886.209240
  nChanged 398
		SP:Iteration 16Q (92347.530000 sec): 3 clusters
  Score: Raw -2831295.517555 + Penalty 3324.251258 = -2827971.266296
  nChanged 320
		SP:Iteration 17Q (92347.830000 sec): 3 clusters
  Score: Raw -2831359.574631 + Penalty 3324.251258 = -2828035.323373
  nChanged 289
		SP:Iteration 18Q (92348.160000 sec): 3 clusters
  Score: Raw -2831418.860185 + Penalty 3324.251258 = -2828094.608927
  nChanged 269
		SP:Iteration 19Q (92348.510000 sec): 3 clusters
  Score: Raw -2831473.605803 + Penalty 3324.251258 = -2828149.354545
  nChanged 257
		SP:Iteration 20F (92348.770000 sec): 3 clusters
  Score: Raw -2831528.794239 + Penalty 3324.251258 = -2828204.542981
  nChanged 274
		SP:Iteration 21Q (92349.110000 sec): 3 clusters
  Score: Raw -2831591.217320 + Penalty 3324.251258 = -2828266.966062
  nChanged 281
		SP:Iteration 22Q (92349.440000 sec): 3 clusters
  Score: Raw -2831653.451195 + Penalty 3324.251258 = -2828329.199937
  nChanged 287
		SP:Iteration 23Q (92349.790000 sec): 3 clusters
  Score: Raw -2831719.946968 + Penalty 3324.251258 = -2828395.695710
  nChanged 323
		SP:Iteration 24Q (92350.090000 sec): 3 clusters
  Score: Raw -2831808.657104 + Penalty 3324.251258 = -2828484.405846
  nChanged 377
		SP:Iteration 25Q (92350.420000 sec): 3 clusters
  Score: Raw -2831919.656442 + Penalty 3324.251258 = -2828595.405183
  nChanged 404
		SP:Iteration 26Q (92350.800000 sec): 3 clusters
  Score: Raw -2832048.668572 + Penalty 3324.251258 = -2828724.417314
  nChanged 424
		SP:Iteration 27Q (92351.140000 sec): 3 clusters
  Score: Raw -2832201.045821 + Penalty 3324.251258 = -2828876.794562
  nChanged 463
		SP:Iteration 28Q (92351.490000 sec): 3 clusters
  Score: Raw -2832385.322356 + Penalty 3324.251258 = -2829061.071098
  nChanged 490
		SP:Iteration 29Q (92351.800000 sec): 3 clusters
  Score: Raw -2832599.558245 + Penalty 3324.251258 = -2829275.306987
  nChanged 483
		SP:Iteration 30Q (92352.150000 sec): 3 clusters
  Score: Raw -2832820.162912 + Penalty 3324.251258 = -2829495.911654
  nChanged 519
		SP:Iteration 31Q (92352.460000 sec): 3 clusters
  Score: Raw -2833072.626907 + Penalty 3324.251258 = -2829748.375649
  nChanged 486
		SP:Iteration 32Q (92352.770000 sec): 3 clusters
  Score: Raw -2833320.666245 + Penalty 3324.251258 = -2829996.414987
  nChanged 431
		SP:Iteration 33Q (92353.050000 sec): 3 clusters
  Score: Raw -2833548.958367 + Penalty 3324.251258 = -2830224.707109
  nChanged 406
		SP:Iteration 34Q (92353.360000 sec): 3 clusters
  Score: Raw -2833786.580402 + Penalty 3324.251258 = -2830462.329144
  nChanged 359
		SP:Iteration 35Q (92353.690000 sec): 3 clusters
  Score: Raw -2834015.747922 + Penalty 3324.251258 = -2830691.496663
  nChanged 293
		SP:Iteration 36Q (92354.020000 sec): 3 clusters
  Score: Raw -2834200.318545 + Penalty 3324.251258 = -2830876.067287
  nChanged 225
		SP:Iteration 37Q (92354.310000 sec): 3 clusters
  Score: Raw -2834344.373249 + Penalty 3324.251258 = -2831020.121991
  nChanged 181
		SP:Iteration 38Q (92354.610000 sec): 3 clusters
  Score: Raw -2834461.421046 + Penalty 3324.251258 = -2831137.169788
  nChanged 132
		SP:Iteration 39Q (92354.920000 sec): 3 clusters
  Score: Raw -2834547.838246 + Penalty 3324.251258 = -2831223.586988
  nChanged 98
		SP:Iteration 40F (92355.190000 sec): 3 clusters
  Score: Raw -2834614.389734 + Penalty 3324.251258 = -2831290.138475
  nChanged 87
		SP:Iteration 41Q (92355.480000 sec): 3 clusters
  Score: Raw -2834672.702930 + Penalty 3324.251258 = -2831348.451672
  nChanged 73
		SP:Iteration 42Q (92355.780000 sec): 3 clusters
  Score: Raw -2834711.569091 + Penalty 3324.251258 = -2831387.317833
  nChanged 39
		SP:Iteration 43Q (92356.080000 sec): 3 clusters
  Score: Raw -2834734.733390 + Penalty 3324.251258 = -2831410.482131
  nChanged 32
		SP:Iteration 44Q (92356.410000 sec): 3 clusters
  Score: Raw -2834751.804423 + Penalty 3324.251258 = -2831427.553164
  nChanged 27
		SP:Iteration 45Q (92356.650000 sec): 3 clusters
  Score: Raw -2834762.967503 + Penalty 3324.251258 = -2831438.716245
  nChanged 20
		SP:Iteration 46Q (92357.000000 sec): 3 clusters
  Score: Raw -2834772.838479 + Penalty 3324.251258 = -2831448.587220
  nChanged 18
		SP:Iteration 47Q (92357.290000 sec): 3 clusters
  Score: Raw -2834783.267487 + Penalty 3324.251258 = -2831459.016229
  nChanged 16
		SP:Iteration 48Q (92357.620000 sec): 3 clusters
  Score: Raw -2834793.655627 + Penalty 3324.251258 = -2831469.404369
  nChanged 14
		SP:Iteration 49Q (92357.930000 sec): 3 clusters
  Score: Raw -2834799.947524 + Penalty 3324.251258 = -2831475.696265
  nChanged 11
		SP:Iteration 50Q (92358.250000 sec): 3 clusters
  Score: Raw -2834805.757537 + Penalty 3324.251258 = -2831481.506278
  nChanged 8
		SP:Iteration 51Q (92358.550000 sec): 3 clusters
  Score: Raw -2834810.559166 + Penalty 3324.251258 = -2831486.307908
  nChanged 12
		SP:Iteration 52Q (92358.830000 sec): 3 clusters
  Score: Raw -2834818.779395 + Penalty 3324.251258 = -2831494.528137
  nChanged 7
		SP:Iteration 53Q (92359.160000 sec): 3 clusters
  Score: Raw -2834824.091941 + Penalty 3324.251258 = -2831499.840683
  nChanged 12
		SP:Iteration 54Q (92359.460000 sec): 3 clusters
  Score: Raw -2834830.254520 + Penalty 3324.251258 = -2831506.003262
  nChanged 9
		SP:Iteration 55Q (92359.760000 sec): 3 clusters
  Score: Raw -2834833.295055 + Penalty 3324.251258 = -2831509.043797
  nChanged 6
		SP:Iteration 56Q (92360.130000 sec): 3 clusters
  Score: Raw -2834835.695912 + Penalty 3324.251258 = -2831511.444654
  nChanged 4
		SP:Iteration 57Q (92360.410000 sec): 3 clusters
  Score: Raw -2834838.104785 + Penalty 3324.251258 = -2831513.853527
  nChanged 5
		SP:Iteration 58Q (92360.750000 sec): 3 clusters
  Score: Raw -2834840.797074 + Penalty 3324.251258 = -2831516.545816
  nChanged 3
		SP:Iteration 59Q (92361.050000 sec): 3 clusters
  Score: Raw -2834842.098348 + Penalty 3324.251258 = -2831517.847090
  nChanged 2
		SP:Iteration 60F (92361.420000 sec): 3 clusters
  Score: Raw -2834842.610582 + Penalty 3324.251258 = -2831518.359324
  nChanged 2
		SP:Iteration 61Q (92361.690000 sec): 3 clusters
  Score: Raw -2834843.847722 + Penalty 3324.251258 = -2831519.596464
  nChanged 3
		SP:Iteration 62Q (92361.950000 sec): 3 clusters
  Score: Raw -2834844.752673 + Penalty 3324.251258 = -2831520.501415
  nChanged 0
		SP:Iteration 63F (92362.270000 sec): 3 clusters
  Score: Raw -2834844.752673 + Penalty 3324.251258 = -2831520.501415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92362.440000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92362.640000 sec): 3 clusters
  Score: Raw -147621.011178 + Penalty 2342.554458 = -145278.456720
  nChanged 444
		SP:Iteration 1F (92362.830000 sec): 3 clusters
  Score: Raw -147980.476906 + Penalty 2342.554458 = -145637.922448
  nChanged 120
		SP:Iteration 2F (92363.030000 sec): 3 clusters
  Score: Raw -148139.773978 + Penalty 2342.554458 = -145797.219520
  nChanged 87
		SP:Iteration 3F (92363.200000 sec): 3 clusters
  Score: Raw -148256.343876 + Penalty 2342.554458 = -145913.789418
  nChanged 99
		SP:Iteration 4F (92363.410000 sec): 3 clusters
  Score: Raw -148399.868529 + Penalty 2342.554458 = -146057.314071
  nChanged 74
		SP:Iteration 5F (92363.550000 sec): 3 clusters
  Score: Raw -148487.024375 + Penalty 2342.554458 = -146144.469916
  nChanged 51
		SP:Iteration 6Q (92363.760000 sec): 3 clusters
  Score: Raw -148565.099661 + Penalty 2342.554458 = -146222.545203
  nChanged 41
		SP:Iteration 7Q (92363.920000 sec): 3 clusters
  Score: Raw -148620.839228 + Penalty 2342.554458 = -146278.284770
  nChanged 33
		SP:Iteration 8Q (92364.180000 sec): 3 clusters
  Score: Raw -148657.910254 + Penalty 2342.554458 = -146315.355796
  nChanged 25
		SP:Iteration 9Q (92364.320000 sec): 3 clusters
  Score: Raw -148677.551010 + Penalty 2342.554458 = -146334.996552
  nChanged 16
		SP:Iteration 10Q (92364.510000 sec): 3 clusters
  Score: Raw -148694.999515 + Penalty 2342.554458 = -146352.445057
  nChanged 10
		SP:Iteration 11Q (92364.740000 sec): 3 clusters
  Score: Raw -148706.409882 + Penalty 2342.554458 = -146363.855423
  nChanged 11
		SP:Iteration 12Q (92364.920000 sec): 3 clusters
  Score: Raw -148716.648020 + Penalty 2342.554458 = -146374.093562
  nChanged 5
		SP:Iteration 13Q (92365.140000 sec): 3 clusters
  Score: Raw -148722.032169 + Penalty 2342.554458 = -146379.477711
  nChanged 2
		SP:Iteration 14Q (92365.320000 sec): 3 clusters
  Score: Raw -148723.155012 + Penalty 2342.554458 = -146380.600554
  nChanged 2
		SP:Iteration 15Q (92365.510000 sec): 3 clusters
  Score: Raw -148724.583238 + Penalty 2342.554458 = -146382.028780
  nChanged 1
		SP:Iteration 16Q (92365.680000 sec): 3 clusters
  Score: Raw -148725.713002 + Penalty 2342.554458 = -146383.158544
  nChanged 2
		SP:Iteration 17Q (92365.870000 sec): 3 clusters
  Score: Raw -148727.197223 + Penalty 2342.554458 = -146384.642765
  nChanged 1
		SP:Iteration 18Q (92366.050000 sec): 3 clusters
  Score: Raw -148728.206724 + Penalty 2342.554458 = -146385.652266
  nChanged 1
		SP:Iteration 19Q (92366.220000 sec): 3 clusters
  Score: Raw -148728.771507 + Penalty 2342.554458 = -146386.217049
  nChanged 0
		SP:Iteration 20F (92366.430000 sec): 3 clusters
  Score: Raw -148728.771507 + Penalty 2342.554458 = -146386.217049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (5240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92366.590000 sec): 2 clusters
  Score: Raw -516789.327349 + Penalty 1391.662476 = -515397.664873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92366.780000 sec): 3 clusters
  Score: Raw -514016.195820 + Penalty 2783.324953 = -511232.870867
  nChanged 2177
		SP:Iteration 1F (92367.000000 sec): 3 clusters
  Score: Raw -515318.855492 + Penalty 2783.324953 = -512535.530540
  nChanged 441
		SP:Iteration 2F (92367.190000 sec): 3 clusters
  Score: Raw -515742.610927 + Penalty 2783.324953 = -512959.285974
  nChanged 448
		SP:Iteration 3F (92367.420000 sec): 3 clusters
  Score: Raw -516133.719351 + Penalty 2783.324953 = -513350.394398
  nChanged 368
		SP:Iteration 4F (92367.660000 sec): 3 clusters
  Score: Raw -516408.640599 + Penalty 2783.324953 = -513625.315647
  nChanged 279
		SP:Iteration 5F (92367.860000 sec): 3 clusters
  Score: Raw -516583.141043 + Penalty 2783.324953 = -513799.816091
  nChanged 200
		SP:Iteration 6Q (92368.090000 sec): 3 clusters
  Score: Raw -516679.519256 + Penalty 2783.324953 = -513896.194303
  nChanged 160
		SP:Iteration 7Q (92368.300000 sec): 3 clusters
  Score: Raw -516783.251040 + Penalty 2783.324953 = -513999.926087
  nChanged 162
		SP:Iteration 8Q (92368.520000 sec): 3 clusters
  Score: Raw -516878.429626 + Penalty 2783.324953 = -514095.104673
  nChanged 150
		SP:Iteration 9Q (92368.690000 sec): 3 clusters
  Score: Raw -517009.162779 + Penalty 2783.324953 = -514225.837826
  nChanged 184
		SP:Iteration 10Q (92368.880000 sec): 3 clusters
  Score: Raw -517197.439541 + Penalty 2783.324953 = -514414.114588
  nChanged 198
		SP:Iteration 11Q (92369.070000 sec): 3 clusters
  Score: Raw -517373.136442 + Penalty 2783.324953 = -514589.811490
  nChanged 147
		SP:Iteration 12Q (92369.280000 sec): 3 clusters
  Score: Raw -517465.412506 + Penalty 2783.324953 = -514682.087553
  nChanged 99
		SP:Iteration 13Q (92369.520000 sec): 3 clusters
  Score: Raw -517524.173748 + Penalty 2783.324953 = -514740.848796
  nChanged 94
		SP:Iteration 14Q (92369.730000 sec): 3 clusters
  Score: Raw -517574.310602 + Penalty 2783.324953 = -514790.985650
  nChanged 77
		SP:Iteration 15Q (92369.940000 sec): 3 clusters
  Score: Raw -517610.525928 + Penalty 2783.324953 = -514827.200975
  nChanged 81
		SP:Iteration 16Q (92370.130000 sec): 3 clusters
  Score: Raw -517648.563964 + Penalty 2783.324953 = -514865.239011
  nChanged 78
		SP:Iteration 17Q (92370.330000 sec): 3 clusters
  Score: Raw -517685.263721 + Penalty 2783.324953 = -514901.938769
  nChanged 69
		SP:Iteration 18Q (92370.540000 sec): 3 clusters
  Score: Raw -517718.880927 + Penalty 2783.324953 = -514935.555975
  nChanged 47
		SP:Iteration 19Q (92370.770000 sec): 3 clusters
  Score: Raw -517744.305360 + Penalty 2783.324953 = -514960.980408
  nChanged 52
		SP:Iteration 20F (92370.970000 sec): 3 clusters
  Score: Raw -517766.625032 + Penalty 2783.324953 = -514983.300080
  nChanged 44
		SP:Iteration 21Q (92371.190000 sec): 3 clusters
  Score: Raw -517792.216102 + Penalty 2783.324953 = -515008.891150
  nChanged 51
		SP:Iteration 22Q (92371.370000 sec): 3 clusters
  Score: Raw -517819.347836 + Penalty 2783.324953 = -515036.022883
  nChanged 52
		SP:Iteration 23Q (92371.620000 sec): 3 clusters
  Score: Raw -517844.371117 + Penalty 2783.324953 = -515061.046165
  nChanged 45
		SP:Iteration 24Q (92371.840000 sec): 3 clusters
  Score: Raw -517863.879653 + Penalty 2783.324953 = -515080.554700
  nChanged 33
		SP:Iteration 25Q (92372.060000 sec): 3 clusters
  Score: Raw -517876.784144 + Penalty 2783.324953 = -515093.459192
  nChanged 29
		SP:Iteration 26Q (92372.240000 sec): 3 clusters
  Score: Raw -517888.517031 + Penalty 2783.324953 = -515105.192078
  nChanged 32
		SP:Iteration 27Q (92372.420000 sec): 3 clusters
  Score: Raw -517899.384280 + Penalty 2783.324953 = -515116.059327
  nChanged 26
		SP:Iteration 28Q (92372.600000 sec): 3 clusters
  Score: Raw -517907.576618 + Penalty 2783.324953 = -515124.251665
  nChanged 24
		SP:Iteration 29Q (92372.810000 sec): 3 clusters
  Score: Raw -517918.570598 + Penalty 2783.324953 = -515135.245646
  nChanged 26
		SP:Iteration 30Q (92373.020000 sec): 3 clusters
  Score: Raw -517925.525305 + Penalty 2783.324953 = -515142.200352
  nChanged 19
		SP:Iteration 31Q (92373.200000 sec): 3 clusters
  Score: Raw -517929.271797 + Penalty 2783.324953 = -515145.946845
  nChanged 12
		SP:Iteration 32Q (92373.440000 sec): 3 clusters
  Score: Raw -517931.186635 + Penalty 2783.324953 = -515147.861682
  nChanged 11
		SP:Iteration 33Q (92373.650000 sec): 3 clusters
  Score: Raw -517933.351254 + Penalty 2783.324953 = -515150.026301
  nChanged 5
		SP:Iteration 34Q (92373.870000 sec): 3 clusters
  Score: Raw -517934.186009 + Penalty 2783.324953 = -515150.861056
  nChanged 4
		SP:Iteration 35Q (92374.100000 sec): 3 clusters
  Score: Raw -517935.297416 + Penalty 2783.324953 = -515151.972464
  nChanged 4
		SP:Iteration 36Q (92374.310000 sec): 3 clusters
  Score: Raw -517936.222093 + Penalty 2783.324953 = -515152.897141
  nChanged 2
		SP:Iteration 37Q (92374.520000 sec): 3 clusters
  Score: Raw -517936.442118 + Penalty 2783.324953 = -515153.117166
  nChanged 4
		SP:Iteration 38Q (92374.770000 sec): 3 clusters
  Score: Raw -517937.159490 + Penalty 2783.324953 = -515153.834537
  nChanged 3
		SP:Iteration 39Q (92374.950000 sec): 3 clusters
  Score: Raw -517937.819343 + Penalty 2783.324953 = -515154.494390
  nChanged 4
		SP:Iteration 40F (92375.200000 sec): 3 clusters
  Score: Raw -517938.322096 + Penalty 2783.324953 = -515154.997143
  nChanged 3
		SP:Iteration 41Q (92375.420000 sec): 3 clusters
  Score: Raw -517939.036574 + Penalty 2783.324953 = -515155.711622
  nChanged 3
		SP:Iteration 42Q (92375.640000 sec): 3 clusters
  Score: Raw -517939.491332 + Penalty 2783.324953 = -515156.166379
  nChanged 4
		SP:Iteration 43Q (92375.820000 sec): 3 clusters
  Score: Raw -517940.518535 + Penalty 2783.324953 = -515157.193583
  nChanged 5
		SP:Iteration 44Q (92376.020000 sec): 3 clusters
  Score: Raw -517941.828316 + Penalty 2783.324953 = -515158.503363
  nChanged 4
		SP:Iteration 45Q (92376.230000 sec): 3 clusters
  Score: Raw -517942.589882 + Penalty 2783.324953 = -515159.264930
  nChanged 6
		SP:Iteration 46Q (92376.440000 sec): 3 clusters
  Score: Raw -517944.262537 + Penalty 2783.324953 = -515160.937584
  nChanged 5
		SP:Iteration 47Q (92376.660000 sec): 3 clusters
  Score: Raw -517945.920632 + Penalty 2783.324953 = -515162.595679
  nChanged 6
		SP:Iteration 48Q (92376.910000 sec): 3 clusters
  Score: Raw -517947.135049 + Penalty 2783.324953 = -515163.810097
  nChanged 7
		SP:Iteration 49Q (92377.150000 sec): 3 clusters
  Score: Raw -517948.706701 + Penalty 2783.324953 = -515165.381748
  nChanged 7
		SP:Iteration 50Q (92377.400000 sec): 3 clusters
  Score: Raw -517950.709544 + Penalty 2783.324953 = -515167.384591
  nChanged 5
		SP:Iteration 51Q (92377.640000 sec): 3 clusters
  Score: Raw -517952.920278 + Penalty 2783.324953 = -515169.595325
  nChanged 8
		SP:Iteration 52Q (92377.890000 sec): 3 clusters
  Score: Raw -517955.231882 + Penalty 2783.324953 = -515171.906930
  nChanged 12
		SP:Iteration 53Q (92378.060000 sec): 3 clusters
  Score: Raw -517957.759210 + Penalty 2783.324953 = -515174.434257
  nChanged 12
		SP:Iteration 54Q (92378.290000 sec): 3 clusters
  Score: Raw -517960.877036 + Penalty 2783.324953 = -515177.552083
  nChanged 12
		SP:Iteration 55Q (92378.520000 sec): 3 clusters
  Score: Raw -517964.093622 + Penalty 2783.324953 = -515180.768669
  nChanged 10
		SP:Iteration 56Q (92378.730000 sec): 3 clusters
  Score: Raw -517966.727260 + Penalty 2783.324953 = -515183.402307
  nChanged 10
		SP:Iteration 57Q (92378.940000 sec): 3 clusters
  Score: Raw -517968.631533 + Penalty 2783.324953 = -515185.306580
  nChanged 4
		SP:Iteration 58Q (92379.150000 sec): 3 clusters
  Score: Raw -517969.438946 + Penalty 2783.324953 = -515186.113994
  nChanged 0
		SP:Iteration 59F (92379.370000 sec): 3 clusters
  Score: Raw -517969.438946 + Penalty 2783.324953 = -515186.113994
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92379.510000 sec): 2 clusters
  Score: Raw -785303.863387 + Penalty 1447.640898 = -783856.222488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92379.740000 sec): 3 clusters
  Score: Raw -781304.611907 + Penalty 2895.281797 = -778409.330110
  nChanged 3107
		SP:Iteration 1F (92380.010000 sec): 3 clusters
  Score: Raw -782975.396072 + Penalty 2895.281797 = -780080.114275
  nChanged 503
		SP:Iteration 2F (92380.230000 sec): 3 clusters
  Score: Raw -783227.689912 + Penalty 2895.281797 = -780332.408115
  nChanged 421
		SP:Iteration 3F (92380.440000 sec): 3 clusters
  Score: Raw -783466.204321 + Penalty 2895.281797 = -780570.922524
  nChanged 410
		SP:Iteration 4F (92380.650000 sec): 3 clusters
  Score: Raw -783725.539605 + Penalty 2895.281797 = -780830.257808
  nChanged 378
		SP:Iteration 5F (92380.840000 sec): 3 clusters
  Score: Raw -783976.592014 + Penalty 2895.281797 = -781081.310217
  nChanged 353
		SP:Iteration 6Q (92381.120000 sec): 3 clusters
  Score: Raw -784223.628152 + Penalty 2895.281797 = -781328.346355
  nChanged 347
		SP:Iteration 7Q (92381.320000 sec): 3 clusters
  Score: Raw -784447.954707 + Penalty 2895.281797 = -781552.672910
  nChanged 329
		SP:Iteration 8Q (92381.560000 sec): 3 clusters
  Score: Raw -784630.684891 + Penalty 2895.281797 = -781735.403094
  nChanged 290
		SP:Iteration 9Q (92381.800000 sec): 3 clusters
  Score: Raw -784792.630828 + Penalty 2895.281797 = -781897.349031
  nChanged 259
		SP:Iteration 10Q (92382.020000 sec): 3 clusters
  Score: Raw -784929.838378 + Penalty 2895.281797 = -782034.556581
  nChanged 219
		SP:Iteration 11Q (92382.250000 sec): 3 clusters
  Score: Raw -785026.270622 + Penalty 2895.281797 = -782130.988825
  nChanged 182
		SP:Iteration 12Q (92382.500000 sec): 3 clusters
  Score: Raw -785098.742631 + Penalty 2895.281797 = -782203.460834
  nChanged 164
		SP:Iteration 13Q (92382.780000 sec): 3 clusters
  Score: Raw -785154.614022 + Penalty 2895.281797 = -782259.332225
  nChanged 135
		SP:Iteration 14Q (92383.020000 sec): 3 clusters
  Score: Raw -785201.058318 + Penalty 2895.281797 = -782305.776521
  nChanged 117
		SP:Iteration 15Q (92383.280000 sec): 3 clusters
  Score: Raw -785237.329815 + Penalty 2895.281797 = -782342.048019
  nChanged 92
		SP:Iteration 16Q (92383.510000 sec): 3 clusters
  Score: Raw -785266.336784 + Penalty 2895.281797 = -782371.054987
  nChanged 97
		SP:Iteration 17Q (92383.720000 sec): 3 clusters
  Score: Raw -785292.643730 + Penalty 2895.281797 = -782397.361933
  nChanged 65
		SP:Iteration 18Q (92383.950000 sec): 3 clusters
  Score: Raw -785309.267556 + Penalty 2895.281797 = -782413.985759
  nChanged 57
		SP:Iteration 19Q (92384.190000 sec): 3 clusters
  Score: Raw -785322.098653 + Penalty 2895.281797 = -782426.816856
  nChanged 51
		SP:Iteration 20F (92384.400000 sec): 3 clusters
  Score: Raw -785333.550411 + Penalty 2895.281797 = -782438.268614
  nChanged 45
		SP:Iteration 21Q (92384.650000 sec): 3 clusters
  Score: Raw -785344.132827 + Penalty 2895.281797 = -782448.851030
  nChanged 58
		SP:Iteration 22Q (92384.870000 sec): 3 clusters
  Score: Raw -785361.254400 + Penalty 2895.281797 = -782465.972603
  nChanged 75
		SP:Iteration 23Q (92385.120000 sec): 3 clusters
  Score: Raw -785383.445535 + Penalty 2895.281797 = -782488.163738
  nChanged 65
		SP:Iteration 24Q (92385.310000 sec): 3 clusters
  Score: Raw -785403.842630 + Penalty 2895.281797 = -782508.560833
  nChanged 70
		SP:Iteration 25Q (92385.500000 sec): 3 clusters
  Score: Raw -785425.348896 + Penalty 2895.281797 = -782530.067099
  nChanged 66
		SP:Iteration 26Q (92385.750000 sec): 3 clusters
  Score: Raw -785442.196077 + Penalty 2895.281797 = -782546.914281
  nChanged 65
		SP:Iteration 27Q (92386.010000 sec): 3 clusters
  Score: Raw -785461.535623 + Penalty 2895.281797 = -782566.253826
  nChanged 60
		SP:Iteration 28Q (92386.240000 sec): 3 clusters
  Score: Raw -785481.713586 + Penalty 2895.281797 = -782586.431789
  nChanged 62
		SP:Iteration 29Q (92386.470000 sec): 3 clusters
  Score: Raw -785498.287506 + Penalty 2895.281797 = -782603.005709
  nChanged 61
		SP:Iteration 30Q (92386.730000 sec): 3 clusters
  Score: Raw -785518.962045 + Penalty 2895.281797 = -782623.680249
  nChanged 64
		SP:Iteration 31Q (92387.040000 sec): 3 clusters
  Score: Raw -785537.910627 + Penalty 2895.281797 = -782642.628831
  nChanged 55
		SP:Iteration 32Q (92387.230000 sec): 3 clusters
  Score: Raw -785552.256700 + Penalty 2895.281797 = -782656.974904
  nChanged 53
		SP:Iteration 33Q (92387.510000 sec): 3 clusters
  Score: Raw -785567.808171 + Penalty 2895.281797 = -782672.526374
  nChanged 50
		SP:Iteration 34Q (92387.790000 sec): 3 clusters
  Score: Raw -785582.645096 + Penalty 2895.281797 = -782687.363299
  nChanged 61
		SP:Iteration 35Q (92388.020000 sec): 3 clusters
  Score: Raw -785599.496144 + Penalty 2895.281797 = -782704.214347
  nChanged 46
		SP:Iteration 36Q (92388.280000 sec): 3 clusters
  Score: Raw -785610.380602 + Penalty 2895.281797 = -782715.098805
  nChanged 36
		SP:Iteration 37Q (92388.500000 sec): 3 clusters
  Score: Raw -785617.943418 + Penalty 2895.281797 = -782722.661621
  nChanged 30
		SP:Iteration 38Q (92388.710000 sec): 3 clusters
  Score: Raw -785624.261434 + Penalty 2895.281797 = -782728.979637
  nChanged 33
		SP:Iteration 39Q (92388.950000 sec): 3 clusters
  Score: Raw -785631.924246 + Penalty 2895.281797 = -782736.642449
  nChanged 23
		SP:Iteration 40F (92389.100000 sec): 3 clusters
  Score: Raw -785635.877784 + Penalty 2895.281797 = -782740.595987
  nChanged 25
		SP:Iteration 41Q (92389.350000 sec): 3 clusters
  Score: Raw -785641.712215 + Penalty 2895.281797 = -782746.430418
  nChanged 21
		SP:Iteration 42Q (92389.530000 sec): 3 clusters
  Score: Raw -785645.619698 + Penalty 2895.281797 = -782750.337901
  nChanged 17
		SP:Iteration 43Q (92389.760000 sec): 3 clusters
  Score: Raw -785649.795461 + Penalty 2895.281797 = -782754.513664
  nChanged 16
		SP:Iteration 44Q (92390.000000 sec): 3 clusters
  Score: Raw -785652.594488 + Penalty 2895.281797 = -782757.312691
  nChanged 10
		SP:Iteration 45Q (92390.200000 sec): 3 clusters
  Score: Raw -785654.653641 + Penalty 2895.281797 = -782759.371844
  nChanged 14
		SP:Iteration 46Q (92390.410000 sec): 3 clusters
  Score: Raw -785657.303034 + Penalty 2895.281797 = -782762.021237
  nChanged 14
		SP:Iteration 47Q (92390.620000 sec): 3 clusters
  Score: Raw -785660.523348 + Penalty 2895.281797 = -782765.241551
  nChanged 11
		SP:Iteration 48Q (92390.860000 sec): 3 clusters
  Score: Raw -785663.334714 + Penalty 2895.281797 = -782768.052918
  nChanged 24
		SP:Iteration 49Q (92391.090000 sec): 3 clusters
  Score: Raw -785670.440081 + Penalty 2895.281797 = -782775.158284
  nChanged 21
		SP:Iteration 50Q (92391.410000 sec): 3 clusters
  Score: Raw -785674.085749 + Penalty 2895.281797 = -782778.803952
  nChanged 19
		SP:Iteration 51Q (92391.650000 sec): 3 clusters
  Score: Raw -785677.175253 + Penalty 2895.281797 = -782781.893456
  nChanged 15
		SP:Iteration 52Q (92391.830000 sec): 3 clusters
  Score: Raw -785680.189320 + Penalty 2895.281797 = -782784.907523
  nChanged 21
		SP:Iteration 53Q (92392.070000 sec): 3 clusters
  Score: Raw -785684.209746 + Penalty 2895.281797 = -782788.927949
  nChanged 15
		SP:Iteration 54Q (92392.280000 sec): 3 clusters
  Score: Raw -785687.249300 + Penalty 2895.281797 = -782791.967503
  nChanged 12
		SP:Iteration 55Q (92392.470000 sec): 3 clusters
  Score: Raw -785689.876424 + Penalty 2895.281797 = -782794.594627
  nChanged 10
		SP:Iteration 56Q (92392.710000 sec): 3 clusters
  Score: Raw -785692.171141 + Penalty 2895.281797 = -782796.889344
  nChanged 10
		SP:Iteration 57Q (92392.940000 sec): 3 clusters
  Score: Raw -785694.477761 + Penalty 2895.281797 = -782799.195964
  nChanged 11
		SP:Iteration 58Q (92393.140000 sec): 3 clusters
  Score: Raw -785696.299133 + Penalty 2895.281797 = -782801.017336
  nChanged 9
		SP:Iteration 59Q (92393.320000 sec): 3 clusters
  Score: Raw -785698.531542 + Penalty 2895.281797 = -782803.249745
  nChanged 16
		SP:Iteration 60F (92393.530000 sec): 3 clusters
  Score: Raw -785702.958556 + Penalty 2895.281797 = -782807.676759
  nChanged 27
		SP:Iteration 61Q (92393.750000 sec): 3 clusters
  Score: Raw -785708.800423 + Penalty 2895.281797 = -782813.518626
  nChanged 8
		SP:Iteration 62Q (92393.950000 sec): 3 clusters
  Score: Raw -785711.043660 + Penalty 2895.281797 = -782815.761863
  nChanged 11
		SP:Iteration 63Q (92394.180000 sec): 3 clusters
  Score: Raw -785713.423494 + Penalty 2895.281797 = -782818.141698
  nChanged 11
		SP:Iteration 64Q (92394.460000 sec): 3 clusters
  Score: Raw -785715.506562 + Penalty 2895.281797 = -782820.224765
  nChanged 16
		SP:Iteration 65Q (92394.660000 sec): 3 clusters
  Score: Raw -785718.542782 + Penalty 2895.281797 = -782823.260985
  nChanged 11
		SP:Iteration 66Q (92394.900000 sec): 3 clusters
  Score: Raw -785721.229562 + Penalty 2895.281797 = -782825.947765
  nChanged 9
		SP:Iteration 67Q (92395.090000 sec): 3 clusters
  Score: Raw -785722.702176 + Penalty 2895.281797 = -782827.420379
  nChanged 5
		SP:Iteration 68Q (92395.300000 sec): 3 clusters
  Score: Raw -785723.253029 + Penalty 2895.281797 = -782827.971232
  nChanged 2
		SP:Iteration 69Q (92395.540000 sec): 3 clusters
  Score: Raw -785723.499345 + Penalty 2895.281797 = -782828.217548
  nChanged 4
		SP:Iteration 70Q (92395.780000 sec): 3 clusters
  Score: Raw -785723.898150 + Penalty 2895.281797 = -782828.616353
  nChanged 1
		SP:Iteration 71Q (92396.040000 sec): 3 clusters
  Score: Raw -785724.031789 + Penalty 2895.281797 = -782828.749992
  nChanged 4
		SP:Iteration 72Q (92396.250000 sec): 3 clusters
  Score: Raw -785724.589862 + Penalty 2895.281797 = -782829.308065
  nChanged 4
		SP:Iteration 73Q (92396.500000 sec): 3 clusters
  Score: Raw -785725.166592 + Penalty 2895.281797 = -782829.884795
  nChanged 3
		SP:Iteration 74Q (92396.720000 sec): 3 clusters
  Score: Raw -785725.516826 + Penalty 2895.281797 = -782830.235029
  nChanged 1
		SP:Iteration 75Q (92396.960000 sec): 3 clusters
  Score: Raw -785725.643885 + Penalty 2895.281797 = -782830.362088
  nChanged 1
		SP:Iteration 76Q (92397.190000 sec): 3 clusters
  Score: Raw -785725.756736 + Penalty 2895.281797 = -782830.474939
  nChanged 1
		SP:Iteration 77Q (92397.420000 sec): 3 clusters
  Score: Raw -785725.902320 + Penalty 2895.281797 = -782830.620523
  nChanged 1
		SP:Iteration 78Q (92397.640000 sec): 3 clusters
  Score: Raw -785726.103291 + Penalty 2895.281797 = -782830.821494
  nChanged 2
		SP:Iteration 79Q (92397.930000 sec): 3 clusters
  Score: Raw -785726.370452 + Penalty 2895.281797 = -782831.088655
  nChanged 1
		SP:Iteration 80F (92398.150000 sec): 3 clusters
  Score: Raw -785726.491994 + Penalty 2895.281797 = -782831.210197
  nChanged 1
		SP:Iteration 81Q (92398.380000 sec): 3 clusters
  Score: Raw -785726.567389 + Penalty 2895.281797 = -782831.285592
  nChanged 0
		SP:Iteration 82F (92398.610000 sec): 3 clusters
  Score: Raw -785726.567389 + Penalty 2895.281797 = -782831.285592
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92398.740000 sec): 2 clusters
  Score: Raw -86084.262663 + Penalty 1096.673426 = -84987.589236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92398.960000 sec): 3 clusters
  Score: Raw -85862.849191 + Penalty 2193.346853 = -83669.502338
  nChanged 239
		SP:Iteration 1F (92399.150000 sec): 3 clusters
  Score: Raw -86072.851716 + Penalty 2193.346853 = -83879.504863
  nChanged 60
		SP:Iteration 2F (92399.340000 sec): 3 clusters
  Score: Raw -86155.451695 + Penalty 2193.346853 = -83962.104842
  nChanged 33
		SP:Iteration 3Q (92399.500000 sec): 3 clusters
  Score: Raw -86194.023654 + Penalty 2193.346853 = -84000.676801
  nChanged 24
		SP:Iteration 4Q (92399.740000 sec): 3 clusters
  Score: Raw -86218.453341 + Penalty 2193.346853 = -84025.106488
  nChanged 17
		SP:Iteration 5Q (92399.960000 sec): 3 clusters
  Score: Raw -86243.140519 + Penalty 2193.346853 = -84049.793667
  nChanged 14
		SP:Iteration 6Q (92400.180000 sec): 3 clusters
  Score: Raw -86258.169963 + Penalty 2193.346853 = -84064.823110
  nChanged 7
		SP:Iteration 7Q (92400.360000 sec): 3 clusters
  Score: Raw -86265.506658 + Penalty 2193.346853 = -84072.159805
  nChanged 5
		SP:Iteration 8Q (92400.540000 sec): 3 clusters
  Score: Raw -86272.596944 + Penalty 2193.346853 = -84079.250091
  nChanged 4
		SP:Iteration 9Q (92400.750000 sec): 3 clusters
  Score: Raw -86276.928974 + Penalty 2193.346853 = -84083.582121
  nChanged 4
		SP:Iteration 10Q (92400.930000 sec): 3 clusters
  Score: Raw -86279.729609 + Penalty 2193.346853 = -84086.382756
  nChanged 3
		SP:Iteration 11Q (92401.120000 sec): 3 clusters
  Score: Raw -86283.001013 + Penalty 2193.346853 = -84089.654160
  nChanged 6
		SP:Iteration 12Q (92401.290000 sec): 3 clusters
  Score: Raw -86289.435032 + Penalty 2193.346853 = -84096.088179
  nChanged 4
		SP:Iteration 13Q (92401.490000 sec): 3 clusters
  Score: Raw -86291.229203 + Penalty 2193.346853 = -84097.882350
  nChanged 1
		SP:Iteration 14Q (92401.630000 sec): 3 clusters
  Score: Raw -86291.745601 + Penalty 2193.346853 = -84098.398748
  nChanged 1
		SP:Iteration 15Q (92401.780000 sec): 3 clusters
  Score: Raw -86292.523778 + Penalty 2193.346853 = -84099.176925
  nChanged 0
		SP:Iteration 16F (92401.970000 sec): 3 clusters
  Score: Raw -86292.523778 + Penalty 2193.346853 = -84099.176925
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (17553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92402.160000 sec): 2 clusters
  Score: Raw -1810887.639678 + Penalty 1588.109275 = -1809299.530403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92402.420000 sec): 3 clusters
  Score: Raw -1800514.103063 + Penalty 3176.218550 = -1797337.884513
  nChanged 7806
		SP:Iteration 1F (92402.650000 sec): 3 clusters
  Score: Raw -1804731.448739 + Penalty 3176.218550 = -1801555.230189
  nChanged 1001
		SP:Iteration 2F (92402.970000 sec): 3 clusters
  Score: Raw -1805172.450717 + Penalty 3176.218550 = -1801996.232167
  nChanged 979
		SP:Iteration 3F (92403.220000 sec): 3 clusters
  Score: Raw -1805703.454686 + Penalty 3176.218550 = -1802527.236136
  nChanged 1004
		SP:Iteration 4F (92403.480000 sec): 3 clusters
  Score: Raw -1806337.311098 + Penalty 3176.218550 = -1803161.092548
  nChanged 1066
		SP:Iteration 5F (92403.720000 sec): 3 clusters
  Score: Raw -1807080.272239 + Penalty 3176.218550 = -1803904.053689
  nChanged 1074
		SP:Iteration 6F (92403.980000 sec): 3 clusters
  Score: Raw -1807776.393448 + Penalty 3176.218550 = -1804600.174898
  nChanged 1009
		SP:Iteration 7F (92404.240000 sec): 3 clusters
  Score: Raw -1808374.217080 + Penalty 3176.218550 = -1805197.998530
  nChanged 834
		SP:Iteration 8Q (92404.520000 sec): 3 clusters
  Score: Raw -1808829.275310 + Penalty 3176.218550 = -1805653.056759
  nChanged 694
		SP:Iteration 9Q (92404.810000 sec): 3 clusters
  Score: Raw -1809154.144155 + Penalty 3176.218550 = -1805977.925604
  nChanged 553
		SP:Iteration 10Q (92405.100000 sec): 3 clusters
  Score: Raw -1809380.456611 + Penalty 3176.218550 = -1806204.238060
  nChanged 446
		SP:Iteration 11Q (92405.350000 sec): 3 clusters
  Score: Raw -1809555.100557 + Penalty 3176.218550 = -1806378.882007
  nChanged 377
		SP:Iteration 12Q (92405.690000 sec): 3 clusters
  Score: Raw -1809698.819320 + Penalty 3176.218550 = -1806522.600770
  nChanged 354
		SP:Iteration 13Q (92405.920000 sec): 3 clusters
  Score: Raw -1809821.331644 + Penalty 3176.218550 = -1806645.113093
  nChanged 298
		SP:Iteration 14Q (92406.160000 sec): 3 clusters
  Score: Raw -1809911.771637 + Penalty 3176.218550 = -1806735.553087
  nChanged 274
		SP:Iteration 15Q (92406.440000 sec): 3 clusters
  Score: Raw -1809993.131878 + Penalty 3176.218550 = -1806816.913328
  nChanged 287
		SP:Iteration 16Q (92406.700000 sec): 3 clusters
  Score: Raw -1810078.703271 + Penalty 3176.218550 = -1806902.484721
  nChanged 281
		SP:Iteration 17Q (92406.980000 sec): 3 clusters
  Score: Raw -1810167.131333 + Penalty 3176.218550 = -1806990.912783
  nChanged 285
		SP:Iteration 18Q (92407.220000 sec): 3 clusters
  Score: Raw -1810262.189936 + Penalty 3176.218550 = -1807085.971386
  nChanged 302
		SP:Iteration 19Q (92407.460000 sec): 3 clusters
  Score: Raw -1810377.757094 + Penalty 3176.218550 = -1807201.538544
  nChanged 320
		SP:Iteration 20F (92407.770000 sec): 3 clusters
  Score: Raw -1810501.344635 + Penalty 3176.218550 = -1807325.126085
  nChanged 323
		SP:Iteration 21Q (92408.030000 sec): 3 clusters
  Score: Raw -1810627.820295 + Penalty 3176.218550 = -1807451.601745
  nChanged 305
		SP:Iteration 22Q (92408.290000 sec): 3 clusters
  Score: Raw -1810735.048177 + Penalty 3176.218550 = -1807558.829627
  nChanged 262
		SP:Iteration 23Q (92408.580000 sec): 3 clusters
  Score: Raw -1810819.860837 + Penalty 3176.218550 = -1807643.642287
  nChanged 244
		SP:Iteration 24Q (92408.830000 sec): 3 clusters
  Score: Raw -1810901.798680 + Penalty 3176.218550 = -1807725.580130
  nChanged 235
		SP:Iteration 25Q (92409.130000 sec): 3 clusters
  Score: Raw -1810976.154845 + Penalty 3176.218550 = -1807799.936295
  nChanged 221
		SP:Iteration 26Q (92409.370000 sec): 3 clusters
  Score: Raw -1811039.225293 + Penalty 3176.218550 = -1807863.006743
  nChanged 186
		SP:Iteration 27Q (92409.660000 sec): 3 clusters
  Score: Raw -1811094.851395 + Penalty 3176.218550 = -1807918.632845
  nChanged 175
		SP:Iteration 28Q (92409.910000 sec): 3 clusters
  Score: Raw -1811148.664907 + Penalty 3176.218550 = -1807972.446357
  nChanged 154
		SP:Iteration 29Q (92410.180000 sec): 3 clusters
  Score: Raw -1811192.166568 + Penalty 3176.218550 = -1808015.948017
  nChanged 137
		SP:Iteration 30Q (92410.420000 sec): 3 clusters
  Score: Raw -1811230.900198 + Penalty 3176.218550 = -1808054.681648
  nChanged 123
		SP:Iteration 31Q (92410.680000 sec): 3 clusters
  Score: Raw -1811269.246978 + Penalty 3176.218550 = -1808093.028428
  nChanged 117
		SP:Iteration 32Q (92410.940000 sec): 3 clusters
  Score: Raw -1811305.645006 + Penalty 3176.218550 = -1808129.426456
  nChanged 105
		SP:Iteration 33Q (92411.260000 sec): 3 clusters
  Score: Raw -1811335.593108 + Penalty 3176.218550 = -1808159.374558
  nChanged 97
		SP:Iteration 34Q (92411.540000 sec): 3 clusters
  Score: Raw -1811363.273167 + Penalty 3176.218550 = -1808187.054617
  nChanged 78
		SP:Iteration 35Q (92411.830000 sec): 3 clusters
  Score: Raw -1811383.124368 + Penalty 3176.218550 = -1808206.905818
  nChanged 73
		SP:Iteration 36Q (92412.140000 sec): 3 clusters
  Score: Raw -1811402.485662 + Penalty 3176.218550 = -1808226.267112
  nChanged 61
		SP:Iteration 37Q (92412.470000 sec): 3 clusters
  Score: Raw -1811416.948894 + Penalty 3176.218550 = -1808240.730344
  nChanged 54
		SP:Iteration 38Q (92412.770000 sec): 3 clusters
  Score: Raw -1811430.396211 + Penalty 3176.218550 = -1808254.177660
  nChanged 51
		SP:Iteration 39Q (92413.010000 sec): 3 clusters
  Score: Raw -1811442.476711 + Penalty 3176.218550 = -1808266.258160
  nChanged 48
		SP:Iteration 40F (92413.300000 sec): 3 clusters
  Score: Raw -1811455.185734 + Penalty 3176.218550 = -1808278.967184
  nChanged 43
		SP:Iteration 41Q (92413.570000 sec): 3 clusters
  Score: Raw -1811464.836260 + Penalty 3176.218550 = -1808288.617710
  nChanged 37
		SP:Iteration 42Q (92413.900000 sec): 3 clusters
  Score: Raw -1811472.837624 + Penalty 3176.218550 = -1808296.619074
  nChanged 27
		SP:Iteration 43Q (92414.170000 sec): 3 clusters
  Score: Raw -1811478.110274 + Penalty 3176.218550 = -1808301.891723
  nChanged 19
		SP:Iteration 44Q (92414.460000 sec): 3 clusters
  Score: Raw -1811481.192982 + Penalty 3176.218550 = -1808304.974431
  nChanged 14
		SP:Iteration 45Q (92414.670000 sec): 3 clusters
  Score: Raw -1811484.264931 + Penalty 3176.218550 = -1808308.046381
  nChanged 16
		SP:Iteration 46Q (92414.940000 sec): 3 clusters
  Score: Raw -1811487.704590 + Penalty 3176.218550 = -1808311.486040
  nChanged 19
		SP:Iteration 47Q (92415.210000 sec): 3 clusters
  Score: Raw -1811491.414635 + Penalty 3176.218550 = -1808315.196085
  nChanged 18
		SP:Iteration 48Q (92415.470000 sec): 3 clusters
  Score: Raw -1811495.084929 + Penalty 3176.218550 = -1808318.866379
  nChanged 14
		SP:Iteration 49Q (92415.700000 sec): 3 clusters
  Score: Raw -1811497.914369 + Penalty 3176.218550 = -1808321.695819
  nChanged 13
		SP:Iteration 50Q (92415.970000 sec): 3 clusters
  Score: Raw -1811499.681959 + Penalty 3176.218550 = -1808323.463409
  nChanged 7
		SP:Iteration 51Q (92416.260000 sec): 3 clusters
  Score: Raw -1811500.727411 + Penalty 3176.218550 = -1808324.508860
  nChanged 12
		SP:Iteration 52Q (92416.500000 sec): 3 clusters
  Score: Raw -1811502.528037 + Penalty 3176.218550 = -1808326.309487
  nChanged 10
		SP:Iteration 53Q (92416.750000 sec): 3 clusters
  Score: Raw -1811504.396455 + Penalty 3176.218550 = -1808328.177905
  nChanged 11
		SP:Iteration 54Q (92417.030000 sec): 3 clusters
  Score: Raw -1811506.364962 + Penalty 3176.218550 = -1808330.146412
  nChanged 13
		SP:Iteration 55Q (92417.310000 sec): 3 clusters
  Score: Raw -1811508.688158 + Penalty 3176.218550 = -1808332.469608
  nChanged 11
		SP:Iteration 56Q (92417.590000 sec): 3 clusters
  Score: Raw -1811510.516630 + Penalty 3176.218550 = -1808334.298079
  nChanged 9
		SP:Iteration 57Q (92417.850000 sec): 3 clusters
  Score: Raw -1811512.348208 + Penalty 3176.218550 = -1808336.129658
  nChanged 11
		SP:Iteration 58Q (92418.120000 sec): 3 clusters
  Score: Raw -1811514.960962 + Penalty 3176.218550 = -1808338.742412
  nChanged 10
		SP:Iteration 59Q (92418.360000 sec): 3 clusters
  Score: Raw -1811517.023327 + Penalty 3176.218550 = -1808340.804777
  nChanged 5
		SP:Iteration 60F (92418.660000 sec): 3 clusters
  Score: Raw -1811518.285834 + Penalty 3176.218550 = -1808342.067284
  nChanged 9
		SP:Iteration 61Q (92418.990000 sec): 3 clusters
  Score: Raw -1811520.744343 + Penalty 3176.218550 = -1808344.525793
  nChanged 8
		SP:Iteration 62Q (92419.290000 sec): 3 clusters
  Score: Raw -1811522.635477 + Penalty 3176.218550 = -1808346.416926
  nChanged 10
		SP:Iteration 63Q (92419.480000 sec): 3 clusters
  Score: Raw -1811524.928407 + Penalty 3176.218550 = -1808348.709857
  nChanged 9
		SP:Iteration 64Q (92419.800000 sec): 3 clusters
  Score: Raw -1811526.691053 + Penalty 3176.218550 = -1808350.472503
  nChanged 10
		SP:Iteration 65Q (92419.980000 sec): 3 clusters
  Score: Raw -1811528.651177 + Penalty 3176.218550 = -1808352.432627
  nChanged 15
		SP:Iteration 66Q (92420.270000 sec): 3 clusters
  Score: Raw -1811531.118388 + Penalty 3176.218550 = -1808354.899838
  nChanged 9
		SP:Iteration 67Q (92420.510000 sec): 3 clusters
  Score: Raw -1811533.460367 + Penalty 3176.218550 = -1808357.241817
  nChanged 12
		SP:Iteration 68Q (92420.750000 sec): 3 clusters
  Score: Raw -1811535.681510 + Penalty 3176.218550 = -1808359.462960
  nChanged 7
		SP:Iteration 69Q (92421.010000 sec): 3 clusters
  Score: Raw -1811536.973076 + Penalty 3176.218550 = -1808360.754526
  nChanged 6
		SP:Iteration 70Q (92421.290000 sec): 3 clusters
  Score: Raw -1811538.016860 + Penalty 3176.218550 = -1808361.798310
  nChanged 3
		SP:Iteration 71Q (92421.530000 sec): 3 clusters
  Score: Raw -1811538.519165 + Penalty 3176.218550 = -1808362.300615
  nChanged 4
		SP:Iteration 72Q (92421.830000 sec): 3 clusters
  Score: Raw -1811539.253907 + Penalty 3176.218550 = -1808363.035357
  nChanged 5
		SP:Iteration 73Q (92422.080000 sec): 3 clusters
  Score: Raw -1811539.858534 + Penalty 3176.218550 = -1808363.639984
  nChanged 1
		SP:Iteration 74Q (92422.330000 sec): 3 clusters
  Score: Raw -1811539.967244 + Penalty 3176.218550 = -1808363.748694
  nChanged 2
		SP:Iteration 75Q (92422.670000 sec): 3 clusters
  Score: Raw -1811540.387957 + Penalty 3176.218550 = -1808364.169407
  nChanged 2
		SP:Iteration 76Q (92422.900000 sec): 3 clusters
  Score: Raw -1811540.859439 + Penalty 3176.218550 = -1808364.640888
  nChanged 2
		SP:Iteration 77Q (92423.140000 sec): 3 clusters
  Score: Raw -1811541.060365 + Penalty 3176.218550 = -1808364.841814
  nChanged 1
		SP:Iteration 78Q (92423.450000 sec): 3 clusters
  Score: Raw -1811541.238804 + Penalty 3176.218550 = -1808365.020254
  nChanged 0
		SP:Iteration 79F (92423.740000 sec): 3 clusters
  Score: Raw -1811541.238804 + Penalty 3176.218550 = -1808365.020254
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92423.830000 sec): 2 clusters
  Score: Raw -92508.288657 + Penalty 1102.657992 = -91405.630665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92424.050000 sec): 3 clusters
  Score: Raw -92268.721115 + Penalty 2205.315985 = -90063.405130
  nChanged 274
		SP:Iteration 1F (92424.190000 sec): 3 clusters
  Score: Raw -92574.072719 + Penalty 2205.315985 = -90368.756735
  nChanged 76
		SP:Iteration 2F (92424.380000 sec): 3 clusters
  Score: Raw -92720.119392 + Penalty 2205.315985 = -90514.803407
  nChanged 61
		SP:Iteration 3F (92424.550000 sec): 3 clusters
  Score: Raw -92875.930519 + Penalty 2205.315985 = -90670.614534
  nChanged 63
		SP:Iteration 4F (92424.750000 sec): 3 clusters
  Score: Raw -93002.807175 + Penalty 2205.315985 = -90797.491190
  nChanged 47
		SP:Iteration 5F (92424.900000 sec): 3 clusters
  Score: Raw -93121.367357 + Penalty 2205.315985 = -90916.051372
  nChanged 32
		SP:Iteration 6Q (92425.060000 sec): 3 clusters
  Score: Raw -93208.340272 + Penalty 2205.315985 = -91003.024287
  nChanged 37
		SP:Iteration 7Q (92425.270000 sec): 3 clusters
  Score: Raw -93289.568735 + Penalty 2205.315985 = -91084.252750
  nChanged 19
		SP:Iteration 8Q (92425.440000 sec): 3 clusters
  Score: Raw -93327.847511 + Penalty 2205.315985 = -91122.531526
  nChanged 5
		SP:Iteration 9Q (92425.660000 sec): 3 clusters
  Score: Raw -93335.162661 + Penalty 2205.315985 = -91129.846677
  nChanged 3
		SP:Iteration 10Q (92425.800000 sec): 3 clusters
  Score: Raw -93339.696943 + Penalty 2205.315985 = -91134.380958
  nChanged 2
		SP:Iteration 11Q (92426.010000 sec): 3 clusters
  Score: Raw -93342.378629 + Penalty 2205.315985 = -91137.062645
  nChanged 1
		SP:Iteration 12Q (92426.160000 sec): 3 clusters
  Score: Raw -93343.252947 + Penalty 2205.315985 = -91137.936962
  nChanged 0
		SP:Iteration 13F (92426.380000 sec): 3 clusters
  Score: Raw -93343.252947 + Penalty 2205.315985 = -91137.936962
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92426.460000 sec): 2 clusters
  Score: Raw -458056.850148 + Penalty 1384.076390 = -456672.773757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92426.690000 sec): 3 clusters
  Score: Raw -455485.278628 + Penalty 2768.152781 = -452717.125847
  nChanged 2031
		SP:Iteration 1F (92426.920000 sec): 3 clusters
  Score: Raw -456834.197362 + Penalty 2768.152781 = -454066.044582
  nChanged 452
		SP:Iteration 2F (92427.120000 sec): 3 clusters
  Score: Raw -457193.167439 + Penalty 2768.152781 = -454425.014659
  nChanged 367
		SP:Iteration 3F (92427.300000 sec): 3 clusters
  Score: Raw -457449.745614 + Penalty 2768.152781 = -454681.592833
  nChanged 287
		SP:Iteration 4F (92427.520000 sec): 3 clusters
  Score: Raw -457620.743643 + Penalty 2768.152781 = -454852.590863
  nChanged 232
		SP:Iteration 5Q (92427.740000 sec): 3 clusters
  Score: Raw -457749.734542 + Penalty 2768.152781 = -454981.581761
  nChanged 179
		SP:Iteration 6Q (92427.950000 sec): 3 clusters
  Score: Raw -457839.136102 + Penalty 2768.152781 = -455070.983321
  nChanged 141
		SP:Iteration 7Q (92428.120000 sec): 3 clusters
  Score: Raw -457906.160239 + Penalty 2768.152781 = -455138.007459
  nChanged 109
		SP:Iteration 8Q (92428.360000 sec): 3 clusters
  Score: Raw -457963.693226 + Penalty 2768.152781 = -455195.540445
  nChanged 109
		SP:Iteration 9Q (92428.570000 sec): 3 clusters
  Score: Raw -458022.562186 + Penalty 2768.152781 = -455254.409405
  nChanged 106
		SP:Iteration 10Q (92428.770000 sec): 3 clusters
  Score: Raw -458085.466172 + Penalty 2768.152781 = -455317.313392
  nChanged 93
		SP:Iteration 11Q (92428.980000 sec): 3 clusters
  Score: Raw -458134.657411 + Penalty 2768.152781 = -455366.504630
  nChanged 93
		SP:Iteration 12Q (92429.120000 sec): 3 clusters
  Score: Raw -458182.830975 + Penalty 2768.152781 = -455414.678194
  nChanged 90
		SP:Iteration 13Q (92429.320000 sec): 3 clusters
  Score: Raw -458221.791522 + Penalty 2768.152781 = -455453.638741
  nChanged 74
		SP:Iteration 14Q (92429.500000 sec): 3 clusters
  Score: Raw -458256.468802 + Penalty 2768.152781 = -455488.316021
  nChanged 70
		SP:Iteration 15Q (92429.720000 sec): 3 clusters
  Score: Raw -458290.633841 + Penalty 2768.152781 = -455522.481061
  nChanged 70
		SP:Iteration 16Q (92429.940000 sec): 3 clusters
  Score: Raw -458324.838940 + Penalty 2768.152781 = -455556.686160
  nChanged 69
		SP:Iteration 17Q (92430.120000 sec): 3 clusters
  Score: Raw -458363.489107 + Penalty 2768.152781 = -455595.336326
  nChanged 64
		SP:Iteration 18Q (92430.390000 sec): 3 clusters
  Score: Raw -458399.596233 + Penalty 2768.152781 = -455631.443452
  nChanged 59
		SP:Iteration 19Q (92430.570000 sec): 3 clusters
  Score: Raw -458428.818381 + Penalty 2768.152781 = -455660.665600
  nChanged 51
		SP:Iteration 20F (92430.770000 sec): 3 clusters
  Score: Raw -458458.995729 + Penalty 2768.152781 = -455690.842948
  nChanged 41
		SP:Iteration 21Q (92431.040000 sec): 3 clusters
  Score: Raw -458481.193897 + Penalty 2768.152781 = -455713.041116
  nChanged 38
		SP:Iteration 22Q (92431.210000 sec): 3 clusters
  Score: Raw -458498.976585 + Penalty 2768.152781 = -455730.823804
  nChanged 28
		SP:Iteration 23Q (92431.440000 sec): 3 clusters
  Score: Raw -458513.567700 + Penalty 2768.152781 = -455745.414919
  nChanged 28
		SP:Iteration 24Q (92431.620000 sec): 3 clusters
  Score: Raw -458525.090178 + Penalty 2768.152781 = -455756.937397
  nChanged 30
		SP:Iteration 25Q (92431.810000 sec): 3 clusters
  Score: Raw -458535.111917 + Penalty 2768.152781 = -455766.959136
  nChanged 23
		SP:Iteration 26Q (92432.000000 sec): 3 clusters
  Score: Raw -458543.952228 + Penalty 2768.152781 = -455775.799447
  nChanged 18
		SP:Iteration 27Q (92432.200000 sec): 3 clusters
  Score: Raw -458551.120437 + Penalty 2768.152781 = -455782.967657
  nChanged 20
		SP:Iteration 28Q (92432.400000 sec): 3 clusters
  Score: Raw -458560.063450 + Penalty 2768.152781 = -455791.910670
  nChanged 17
		SP:Iteration 29Q (92432.580000 sec): 3 clusters
  Score: Raw -458568.425417 + Penalty 2768.152781 = -455800.272636
  nChanged 17
		SP:Iteration 30Q (92432.800000 sec): 3 clusters
  Score: Raw -458578.241566 + Penalty 2768.152781 = -455810.088785
  nChanged 23
		SP:Iteration 31Q (92433.040000 sec): 3 clusters
  Score: Raw -458589.111862 + Penalty 2768.152781 = -455820.959082
  nChanged 21
		SP:Iteration 32Q (92433.280000 sec): 3 clusters
  Score: Raw -458598.253165 + Penalty 2768.152781 = -455830.100384
  nChanged 23
		SP:Iteration 33Q (92433.430000 sec): 3 clusters
  Score: Raw -458606.232428 + Penalty 2768.152781 = -455838.079648
  nChanged 17
		SP:Iteration 34Q (92433.640000 sec): 3 clusters
  Score: Raw -458612.827023 + Penalty 2768.152781 = -455844.674243
  nChanged 12
		SP:Iteration 35Q (92433.840000 sec): 3 clusters
  Score: Raw -458618.092188 + Penalty 2768.152781 = -455849.939407
  nChanged 7
		SP:Iteration 36Q (92434.030000 sec): 3 clusters
  Score: Raw -458620.200894 + Penalty 2768.152781 = -455852.048113
  nChanged 4
		SP:Iteration 37Q (92434.210000 sec): 3 clusters
  Score: Raw -458621.337291 + Penalty 2768.152781 = -455853.184510
  nChanged 4
		SP:Iteration 38Q (92434.470000 sec): 3 clusters
  Score: Raw -458622.665962 + Penalty 2768.152781 = -455854.513181
  nChanged 4
		SP:Iteration 39Q (92434.700000 sec): 3 clusters
  Score: Raw -458623.722361 + Penalty 2768.152781 = -455855.569580
  nChanged 2
		SP:Iteration 40F (92434.940000 sec): 3 clusters
  Score: Raw -458624.411419 + Penalty 2768.152781 = -455856.258639
  nChanged 5
		SP:Iteration 41Q (92435.160000 sec): 3 clusters
  Score: Raw -458625.939518 + Penalty 2768.152781 = -455857.786737
  nChanged 4
		SP:Iteration 42Q (92435.440000 sec): 3 clusters
  Score: Raw -458626.532615 + Penalty 2768.152781 = -455858.379834
  nChanged 2
		SP:Iteration 43Q (92435.640000 sec): 3 clusters
  Score: Raw -458627.277112 + Penalty 2768.152781 = -455859.124332
  nChanged 7
		SP:Iteration 44Q (92435.900000 sec): 3 clusters
  Score: Raw -458628.731045 + Penalty 2768.152781 = -455860.578265
  nChanged 4
		SP:Iteration 45Q (92436.140000 sec): 3 clusters
  Score: Raw -458629.660131 + Penalty 2768.152781 = -455861.507350
  nChanged 8
		SP:Iteration 46Q (92436.340000 sec): 3 clusters
  Score: Raw -458631.409287 + Penalty 2768.152781 = -455863.256506
  nChanged 11
		SP:Iteration 47Q (92436.560000 sec): 3 clusters
  Score: Raw -458635.092255 + Penalty 2768.152781 = -455866.939474
  nChanged 9
		SP:Iteration 48Q (92436.790000 sec): 3 clusters
  Score: Raw -458638.283803 + Penalty 2768.152781 = -455870.131022
  nChanged 5
		SP:Iteration 49Q (92437.020000 sec): 3 clusters
  Score: Raw -458640.319167 + Penalty 2768.152781 = -455872.166386
  nChanged 5
		SP:Iteration 50Q (92437.200000 sec): 3 clusters
  Score: Raw -458641.424469 + Penalty 2768.152781 = -455873.271689
  nChanged 4
		SP:Iteration 51Q (92437.390000 sec): 3 clusters
  Score: Raw -458642.059782 + Penalty 2768.152781 = -455873.907001
  nChanged 6
		SP:Iteration 52Q (92437.580000 sec): 3 clusters
  Score: Raw -458643.716126 + Penalty 2768.152781 = -455875.563345
  nChanged 5
		SP:Iteration 53Q (92437.810000 sec): 3 clusters
  Score: Raw -458645.678205 + Penalty 2768.152781 = -455877.525424
  nChanged 6
		SP:Iteration 54Q (92438.040000 sec): 3 clusters
  Score: Raw -458647.482126 + Penalty 2768.152781 = -455879.329346
  nChanged 4
		SP:Iteration 55Q (92438.240000 sec): 3 clusters
  Score: Raw -458648.926338 + Penalty 2768.152781 = -455880.773557
  nChanged 7
		SP:Iteration 56Q (92438.460000 sec): 3 clusters
  Score: Raw -458651.099009 + Penalty 2768.152781 = -455882.946228
  nChanged 8
		SP:Iteration 57Q (92438.680000 sec): 3 clusters
  Score: Raw -458654.046834 + Penalty 2768.152781 = -455885.894053
  nChanged 8
		SP:Iteration 58Q (92438.900000 sec): 3 clusters
  Score: Raw -458657.174841 + Penalty 2768.152781 = -455889.022060
  nChanged 11
		SP:Iteration 59Q (92439.170000 sec): 3 clusters
  Score: Raw -458660.469434 + Penalty 2768.152781 = -455892.316654
  nChanged 9
		SP:Iteration 60F (92439.370000 sec): 3 clusters
  Score: Raw -458663.412612 + Penalty 2768.152781 = -455895.259831
  nChanged 15
		SP:Iteration 61Q (92439.600000 sec): 3 clusters
  Score: Raw -458670.712072 + Penalty 2768.152781 = -455902.559291
  nChanged 10
		SP:Iteration 62Q (92439.830000 sec): 3 clusters
  Score: Raw -458674.834611 + Penalty 2768.152781 = -455906.681830
  nChanged 6
		SP:Iteration 63Q (92440.030000 sec): 3 clusters
  Score: Raw -458677.560891 + Penalty 2768.152781 = -455909.408110
  nChanged 8
		SP:Iteration 64Q (92440.260000 sec): 3 clusters
  Score: Raw -458681.153702 + Penalty 2768.152781 = -455913.000921
  nChanged 5
		SP:Iteration 65Q (92440.460000 sec): 3 clusters
  Score: Raw -458682.880795 + Penalty 2768.152781 = -455914.728014
  nChanged 4
		SP:Iteration 66Q (92440.700000 sec): 3 clusters
  Score: Raw -458683.796082 + Penalty 2768.152781 = -455915.643302
  nChanged 6
		SP:Iteration 67Q (92440.900000 sec): 3 clusters
  Score: Raw -458685.155506 + Penalty 2768.152781 = -455917.002725
  nChanged 1
		SP:Iteration 68Q (92441.080000 sec): 3 clusters
  Score: Raw -458685.353516 + Penalty 2768.152781 = -455917.200735
  nChanged 1
		SP:Iteration 69Q (92441.300000 sec): 3 clusters
  Score: Raw -458685.982934 + Penalty 2768.152781 = -455917.830153
  nChanged 0
		SP:Iteration 70F (92441.520000 sec): 3 clusters
  Score: Raw -458685.982934 + Penalty 2768.152781 = -455917.830153
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (4651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92441.590000 sec): 2 clusters
  Score: Raw -485904.925411 + Penalty 1372.286098 = -484532.639313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92441.790000 sec): 3 clusters
  Score: Raw -483526.256013 + Penalty 2744.572197 = -480781.683816
  nChanged 1868
		SP:Iteration 1F (92441.980000 sec): 3 clusters
  Score: Raw -484511.099145 + Penalty 2744.572197 = -481766.526948
  nChanged 348
		SP:Iteration 2F (92442.160000 sec): 3 clusters
  Score: Raw -484698.748972 + Penalty 2744.572197 = -481954.176775
  nChanged 233
		SP:Iteration 3F (92442.370000 sec): 3 clusters
  Score: Raw -484811.858585 + Penalty 2744.572197 = -482067.286388
  nChanged 181
		SP:Iteration 4Q (92442.560000 sec): 3 clusters
  Score: Raw -484891.131069 + Penalty 2744.572197 = -482146.558872
  nChanged 130
		SP:Iteration 5Q (92442.750000 sec): 3 clusters
  Score: Raw -484950.715697 + Penalty 2744.572197 = -482206.143500
  nChanged 140
		SP:Iteration 6Q (92442.960000 sec): 3 clusters
  Score: Raw -485008.143706 + Penalty 2744.572197 = -482263.571509
  nChanged 123
		SP:Iteration 7Q (92443.180000 sec): 3 clusters
  Score: Raw -485054.660904 + Penalty 2744.572197 = -482310.088707
  nChanged 105
		SP:Iteration 8Q (92443.370000 sec): 3 clusters
  Score: Raw -485089.538127 + Penalty 2744.572197 = -482344.965930
  nChanged 95
		SP:Iteration 9Q (92443.580000 sec): 3 clusters
  Score: Raw -485127.027714 + Penalty 2744.572197 = -482382.455517
  nChanged 92
		SP:Iteration 10Q (92443.770000 sec): 3 clusters
  Score: Raw -485169.941081 + Penalty 2744.572197 = -482425.368884
  nChanged 99
		SP:Iteration 11Q (92443.950000 sec): 3 clusters
  Score: Raw -485216.498122 + Penalty 2744.572197 = -482471.925925
  nChanged 108
		SP:Iteration 12Q (92444.150000 sec): 3 clusters
  Score: Raw -485271.797723 + Penalty 2744.572197 = -482527.225526
  nChanged 127
		SP:Iteration 13Q (92444.340000 sec): 3 clusters
  Score: Raw -485339.318641 + Penalty 2744.572197 = -482594.746444
  nChanged 141
		SP:Iteration 14Q (92444.550000 sec): 3 clusters
  Score: Raw -485417.680250 + Penalty 2744.572197 = -482673.108053
  nChanged 130
		SP:Iteration 15Q (92444.770000 sec): 3 clusters
  Score: Raw -485494.837715 + Penalty 2744.572197 = -482750.265518
  nChanged 124
		SP:Iteration 16Q (92444.980000 sec): 3 clusters
  Score: Raw -485560.359753 + Penalty 2744.572197 = -482815.787556
  nChanged 109
		SP:Iteration 17Q (92445.220000 sec): 3 clusters
  Score: Raw -485607.243395 + Penalty 2744.572197 = -482862.671198
  nChanged 98
		SP:Iteration 18Q (92445.450000 sec): 3 clusters
  Score: Raw -485652.268524 + Penalty 2744.572197 = -482907.696327
  nChanged 102
		SP:Iteration 19Q (92445.670000 sec): 3 clusters
  Score: Raw -485699.647367 + Penalty 2744.572197 = -482955.075170
  nChanged 105
		SP:Iteration 20F (92445.900000 sec): 3 clusters
  Score: Raw -485752.869455 + Penalty 2744.572197 = -483008.297258
  nChanged 107
		SP:Iteration 21Q (92446.100000 sec): 3 clusters
  Score: Raw -485801.291443 + Penalty 2744.572197 = -483056.719246
  nChanged 91
		SP:Iteration 22Q (92446.300000 sec): 3 clusters
  Score: Raw -485843.534161 + Penalty 2744.572197 = -483098.961964
  nChanged 85
		SP:Iteration 23Q (92446.530000 sec): 3 clusters
  Score: Raw -485882.281728 + Penalty 2744.572197 = -483137.709531
  nChanged 77
		SP:Iteration 24Q (92446.790000 sec): 3 clusters
  Score: Raw -485913.557508 + Penalty 2744.572197 = -483168.985311
  nChanged 60
		SP:Iteration 25Q (92446.990000 sec): 3 clusters
  Score: Raw -485933.831413 + Penalty 2744.572197 = -483189.259216
  nChanged 41
		SP:Iteration 26Q (92447.210000 sec): 3 clusters
  Score: Raw -485952.132716 + Penalty 2744.572197 = -483207.560519
  nChanged 40
		SP:Iteration 27Q (92447.430000 sec): 3 clusters
  Score: Raw -485967.320662 + Penalty 2744.572197 = -483222.748465
  nChanged 29
		SP:Iteration 28Q (92447.660000 sec): 3 clusters
  Score: Raw -485977.797527 + Penalty 2744.572197 = -483233.225330
  nChanged 24
		SP:Iteration 29Q (92447.890000 sec): 3 clusters
  Score: Raw -485983.949042 + Penalty 2744.572197 = -483239.376845
  nChanged 20
		SP:Iteration 30Q (92448.090000 sec): 3 clusters
  Score: Raw -485989.619395 + Penalty 2744.572197 = -483245.047198
  nChanged 14
		SP:Iteration 31Q (92448.340000 sec): 3 clusters
  Score: Raw -485993.302386 + Penalty 2744.572197 = -483248.730189
  nChanged 12
		SP:Iteration 32Q (92448.560000 sec): 3 clusters
  Score: Raw -485996.324284 + Penalty 2744.572197 = -483251.752087
  nChanged 12
		SP:Iteration 33Q (92448.770000 sec): 3 clusters
  Score: Raw -485998.881050 + Penalty 2744.572197 = -483254.308853
  nChanged 6
		SP:Iteration 34Q (92448.950000 sec): 3 clusters
  Score: Raw -486000.302365 + Penalty 2744.572197 = -483255.730168
  nChanged 7
		SP:Iteration 35Q (92449.190000 sec): 3 clusters
  Score: Raw -486001.584471 + Penalty 2744.572197 = -483257.012274
  nChanged 6
		SP:Iteration 36Q (92449.380000 sec): 3 clusters
  Score: Raw -486002.658327 + Penalty 2744.572197 = -483258.086130
  nChanged 6
		SP:Iteration 37Q (92449.610000 sec): 3 clusters
  Score: Raw -486004.410737 + Penalty 2744.572197 = -483259.838540
  nChanged 7
		SP:Iteration 38Q (92449.850000 sec): 3 clusters
  Score: Raw -486006.377769 + Penalty 2744.572197 = -483261.805572
  nChanged 5
		SP:Iteration 39Q (92450.060000 sec): 3 clusters
  Score: Raw -486007.790157 + Penalty 2744.572197 = -483263.217960
  nChanged 6
		SP:Iteration 40F (92450.270000 sec): 3 clusters
  Score: Raw -486009.414229 + Penalty 2744.572197 = -483264.842032
  nChanged 6
		SP:Iteration 41Q (92450.500000 sec): 3 clusters
  Score: Raw -486011.021815 + Penalty 2744.572197 = -483266.449618
  nChanged 3
		SP:Iteration 42Q (92450.710000 sec): 3 clusters
  Score: Raw -486011.752268 + Penalty 2744.572197 = -483267.180071
  nChanged 4
		SP:Iteration 43Q (92450.910000 sec): 3 clusters
  Score: Raw -486012.837506 + Penalty 2744.572197 = -483268.265309
  nChanged 5
		SP:Iteration 44Q (92451.130000 sec): 3 clusters
  Score: Raw -486014.253245 + Penalty 2744.572197 = -483269.681048
  nChanged 3
		SP:Iteration 45Q (92451.350000 sec): 3 clusters
  Score: Raw -486015.236772 + Penalty 2744.572197 = -483270.664575
  nChanged 4
		SP:Iteration 46Q (92451.550000 sec): 3 clusters
  Score: Raw -486016.168134 + Penalty 2744.572197 = -483271.595937
  nChanged 1
		SP:Iteration 47Q (92451.740000 sec): 3 clusters
  Score: Raw -486016.321096 + Penalty 2744.572197 = -483271.748899
  nChanged 0
		SP:Iteration 48F (92451.950000 sec): 3 clusters
  Score: Raw -486016.321096 + Penalty 2744.572197 = -483271.748899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92452.050000 sec): 2 clusters
  Score: Raw -77833.010134 + Penalty 1079.404105 = -76753.606029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92452.240000 sec): 3 clusters
  Score: Raw -77644.026560 + Penalty 2158.808210 = -75485.218349
  nChanged 212
		SP:Iteration 1F (92452.450000 sec): 3 clusters
  Score: Raw -77893.199420 + Penalty 2158.808210 = -75734.391209
  nChanged 62
		SP:Iteration 2F (92452.640000 sec): 3 clusters
  Score: Raw -77969.246703 + Penalty 2158.808210 = -75810.438493
  nChanged 19
		SP:Iteration 3Q (92452.880000 sec): 3 clusters
  Score: Raw -77990.100322 + Penalty 2158.808210 = -75831.292111
  nChanged 10
		SP:Iteration 4Q (92453.040000 sec): 3 clusters
  Score: Raw -78001.152260 + Penalty 2158.808210 = -75842.344049
  nChanged 10
		SP:Iteration 5Q (92453.210000 sec): 3 clusters
  Score: Raw -78010.697855 + Penalty 2158.808210 = -75851.889644
  nChanged 3
		SP:Iteration 6Q (92453.390000 sec): 3 clusters
  Score: Raw -78017.465283 + Penalty 2158.808210 = -75858.657073
  nChanged 5
		SP:Iteration 7Q (92453.600000 sec): 3 clusters
  Score: Raw -78021.091959 + Penalty 2158.808210 = -75862.283748
  nChanged 0
		SP:Iteration 8F (92453.730000 sec): 3 clusters
  Score: Raw -78021.091959 + Penalty 2158.808210 = -75862.283748
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92453.850000 sec): 2 clusters
  Score: Raw -486952.047415 + Penalty 1378.624522 = -485573.422893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92454.080000 sec): 3 clusters
  Score: Raw -484447.516580 + Penalty 2757.249044 = -481690.267536
  nChanged 1975
		SP:Iteration 1F (92454.310000 sec): 3 clusters
  Score: Raw -485546.125386 + Penalty 2757.249044 = -482788.876342
  nChanged 348
		SP:Iteration 2F (92454.470000 sec): 3 clusters
  Score: Raw -485752.450400 + Penalty 2757.249044 = -482995.201356
  nChanged 301
		SP:Iteration 3F (92454.670000 sec): 3 clusters
  Score: Raw -485946.800667 + Penalty 2757.249044 = -483189.551623
  nChanged 256
		SP:Iteration 4F (92454.910000 sec): 3 clusters
  Score: Raw -486119.872533 + Penalty 2757.249044 = -483362.623489
  nChanged 248
		SP:Iteration 5F (92455.090000 sec): 3 clusters
  Score: Raw -486293.726442 + Penalty 2757.249044 = -483536.477398
  nChanged 230
		SP:Iteration 6Q (92455.280000 sec): 3 clusters
  Score: Raw -486448.773357 + Penalty 2757.249044 = -483691.524314
  nChanged 228
		SP:Iteration 7Q (92455.490000 sec): 3 clusters
  Score: Raw -486615.116356 + Penalty 2757.249044 = -483857.867312
  nChanged 204
		SP:Iteration 8Q (92455.670000 sec): 3 clusters
  Score: Raw -486739.811027 + Penalty 2757.249044 = -483982.561983
  nChanged 158
		SP:Iteration 9Q (92455.860000 sec): 3 clusters
  Score: Raw -486820.636669 + Penalty 2757.249044 = -484063.387625
  nChanged 117
		SP:Iteration 10Q (92456.080000 sec): 3 clusters
  Score: Raw -486876.803026 + Penalty 2757.249044 = -484119.553982
  nChanged 101
		SP:Iteration 11Q (92456.330000 sec): 3 clusters
  Score: Raw -486923.712698 + Penalty 2757.249044 = -484166.463655
  nChanged 86
		SP:Iteration 12Q (92456.560000 sec): 3 clusters
  Score: Raw -486964.870176 + Penalty 2757.249044 = -484207.621132
  nChanged 72
		SP:Iteration 13Q (92456.740000 sec): 3 clusters
  Score: Raw -486993.885817 + Penalty 2757.249044 = -484236.636773
  nChanged 61
		SP:Iteration 14Q (92456.930000 sec): 3 clusters
  Score: Raw -487019.035445 + Penalty 2757.249044 = -484261.786401
  nChanged 60
		SP:Iteration 15Q (92457.120000 sec): 3 clusters
  Score: Raw -487042.514640 + Penalty 2757.249044 = -484285.265596
  nChanged 59
		SP:Iteration 16Q (92457.300000 sec): 3 clusters
  Score: Raw -487064.950858 + Penalty 2757.249044 = -484307.701814
  nChanged 47
		SP:Iteration 17Q (92457.530000 sec): 3 clusters
  Score: Raw -487082.823305 + Penalty 2757.249044 = -484325.574261
  nChanged 46
		SP:Iteration 18Q (92457.770000 sec): 3 clusters
  Score: Raw -487102.219362 + Penalty 2757.249044 = -484344.970319
  nChanged 43
		SP:Iteration 19Q (92458.050000 sec): 3 clusters
  Score: Raw -487119.586850 + Penalty 2757.249044 = -484362.337806
  nChanged 45
		SP:Iteration 20F (92458.280000 sec): 3 clusters
  Score: Raw -487133.573530 + Penalty 2757.249044 = -484376.324486
  nChanged 38
		SP:Iteration 21Q (92458.450000 sec): 3 clusters
  Score: Raw -487144.775726 + Penalty 2757.249044 = -484387.526682
  nChanged 32
		SP:Iteration 22Q (92458.670000 sec): 3 clusters
  Score: Raw -487156.731103 + Penalty 2757.249044 = -484399.482059
  nChanged 30
		SP:Iteration 23Q (92458.890000 sec): 3 clusters
  Score: Raw -487165.552088 + Penalty 2757.249044 = -484408.303044
  nChanged 26
		SP:Iteration 24Q (92459.080000 sec): 3 clusters
  Score: Raw -487174.513247 + Penalty 2757.249044 = -484417.264203
  nChanged 28
		SP:Iteration 25Q (92459.300000 sec): 3 clusters
  Score: Raw -487185.142596 + Penalty 2757.249044 = -484427.893552
  nChanged 38
		SP:Iteration 26Q (92459.440000 sec): 3 clusters
  Score: Raw -487196.312217 + Penalty 2757.249044 = -484439.063174
  nChanged 36
		SP:Iteration 27Q (92459.660000 sec): 3 clusters
  Score: Raw -487207.282825 + Penalty 2757.249044 = -484450.033781
  nChanged 29
		SP:Iteration 28Q (92459.890000 sec): 3 clusters
  Score: Raw -487219.095159 + Penalty 2757.249044 = -484461.846115
  nChanged 36
		SP:Iteration 29Q (92460.120000 sec): 3 clusters
  Score: Raw -487236.160014 + Penalty 2757.249044 = -484478.910970
  nChanged 36
		SP:Iteration 30Q (92460.350000 sec): 3 clusters
  Score: Raw -487251.682990 + Penalty 2757.249044 = -484494.433947
  nChanged 33
		SP:Iteration 31Q (92460.540000 sec): 3 clusters
  Score: Raw -487262.894694 + Penalty 2757.249044 = -484505.645650
  nChanged 26
		SP:Iteration 32Q (92460.760000 sec): 3 clusters
  Score: Raw -487271.051135 + Penalty 2757.249044 = -484513.802091
  nChanged 29
		SP:Iteration 33Q (92460.970000 sec): 3 clusters
  Score: Raw -487279.744670 + Penalty 2757.249044 = -484522.495626
  nChanged 22
		SP:Iteration 34Q (92461.160000 sec): 3 clusters
  Score: Raw -487285.195193 + Penalty 2757.249044 = -484527.946149
  nChanged 18
		SP:Iteration 35Q (92461.350000 sec): 3 clusters
  Score: Raw -487290.646757 + Penalty 2757.249044 = -484533.397713
  nChanged 13
		SP:Iteration 36Q (92461.510000 sec): 3 clusters
  Score: Raw -487294.672778 + Penalty 2757.249044 = -484537.423734
  nChanged 19
		SP:Iteration 37Q (92461.700000 sec): 3 clusters
  Score: Raw -487300.481580 + Penalty 2757.249044 = -484543.232536
  nChanged 19
		SP:Iteration 38Q (92461.900000 sec): 3 clusters
  Score: Raw -487304.378179 + Penalty 2757.249044 = -484547.129135
  nChanged 14
		SP:Iteration 39Q (92462.070000 sec): 3 clusters
  Score: Raw -487307.115740 + Penalty 2757.249044 = -484549.866696
  nChanged 8
		SP:Iteration 40F (92462.300000 sec): 3 clusters
  Score: Raw -487308.031871 + Penalty 2757.249044 = -484550.782827
  nChanged 9
		SP:Iteration 41Q (92462.510000 sec): 3 clusters
  Score: Raw -487310.699926 + Penalty 2757.249044 = -484553.450882
  nChanged 8
		SP:Iteration 42Q (92462.690000 sec): 3 clusters
  Score: Raw -487312.310569 + Penalty 2757.249044 = -484555.061525
  nChanged 4
		SP:Iteration 43Q (92462.920000 sec): 3 clusters
  Score: Raw -487313.108757 + Penalty 2757.249044 = -484555.859713
  nChanged 7
		SP:Iteration 44Q (92463.140000 sec): 3 clusters
  Score: Raw -487314.446927 + Penalty 2757.249044 = -484557.197883
  nChanged 5
		SP:Iteration 45Q (92463.350000 sec): 3 clusters
  Score: Raw -487315.585784 + Penalty 2757.249044 = -484558.336740
  nChanged 7
		SP:Iteration 46Q (92463.520000 sec): 3 clusters
  Score: Raw -487317.276783 + Penalty 2757.249044 = -484560.027740
  nChanged 5
		SP:Iteration 47Q (92463.740000 sec): 3 clusters
  Score: Raw -487318.533604 + Penalty 2757.249044 = -484561.284560
  nChanged 7
		SP:Iteration 48Q (92463.900000 sec): 3 clusters
  Score: Raw -487319.964315 + Penalty 2757.249044 = -484562.715271
  nChanged 8
		SP:Iteration 49Q (92464.080000 sec): 3 clusters
  Score: Raw -487321.436773 + Penalty 2757.249044 = -484564.187729
  nChanged 8
		SP:Iteration 50Q (92464.260000 sec): 3 clusters
  Score: Raw -487322.971925 + Penalty 2757.249044 = -484565.722881
  nChanged 3
		SP:Iteration 51Q (92464.420000 sec): 3 clusters
  Score: Raw -487323.664820 + Penalty 2757.249044 = -484566.415776
  nChanged 2
		SP:Iteration 52Q (92464.570000 sec): 3 clusters
  Score: Raw -487324.206951 + Penalty 2757.249044 = -484566.957907
  nChanged 2
		SP:Iteration 53Q (92464.820000 sec): 3 clusters
  Score: Raw -487324.464354 + Penalty 2757.249044 = -484567.215310
  nChanged 4
		SP:Iteration 54Q (92465.000000 sec): 3 clusters
  Score: Raw -487326.096569 + Penalty 2757.249044 = -484568.847525
  nChanged 7
		SP:Iteration 55Q (92465.200000 sec): 3 clusters
  Score: Raw -487328.078769 + Penalty 2757.249044 = -484570.829725
  nChanged 10
		SP:Iteration 56Q (92465.410000 sec): 3 clusters
  Score: Raw -487330.807784 + Penalty 2757.249044 = -484573.558740
  nChanged 12
		SP:Iteration 57Q (92465.570000 sec): 3 clusters
  Score: Raw -487333.142366 + Penalty 2757.249044 = -484575.893322
  nChanged 5
		SP:Iteration 58Q (92465.770000 sec): 3 clusters
  Score: Raw -487335.509959 + Penalty 2757.249044 = -484578.260915
  nChanged 8
		SP:Iteration 59Q (92465.980000 sec): 3 clusters
  Score: Raw -487339.829279 + Penalty 2757.249044 = -484582.580235
  nChanged 10
		SP:Iteration 60F (92466.170000 sec): 3 clusters
  Score: Raw -487344.557194 + Penalty 2757.249044 = -484587.308150
  nChanged 11
		SP:Iteration 61Q (92466.360000 sec): 3 clusters
  Score: Raw -487348.053520 + Penalty 2757.249044 = -484590.804476
  nChanged 10
		SP:Iteration 62Q (92466.540000 sec): 3 clusters
  Score: Raw -487350.008793 + Penalty 2757.249044 = -484592.759749
  nChanged 7
		SP:Iteration 63Q (92466.710000 sec): 3 clusters
  Score: Raw -487351.387733 + Penalty 2757.249044 = -484594.138689
  nChanged 6
		SP:Iteration 64Q (92466.960000 sec): 3 clusters
  Score: Raw -487352.697288 + Penalty 2757.249044 = -484595.448244
  nChanged 5
		SP:Iteration 65Q (92467.160000 sec): 3 clusters
  Score: Raw -487353.965306 + Penalty 2757.249044 = -484596.716263
  nChanged 5
		SP:Iteration 66Q (92467.380000 sec): 3 clusters
  Score: Raw -487355.183476 + Penalty 2757.249044 = -484597.934433
  nChanged 7
		SP:Iteration 67Q (92467.570000 sec): 3 clusters
  Score: Raw -487357.048607 + Penalty 2757.249044 = -484599.799564
  nChanged 8
		SP:Iteration 68Q (92467.800000 sec): 3 clusters
  Score: Raw -487358.791659 + Penalty 2757.249044 = -484601.542615
  nChanged 5
		SP:Iteration 69Q (92468.000000 sec): 3 clusters
  Score: Raw -487359.772555 + Penalty 2757.249044 = -484602.523511
  nChanged 5
		SP:Iteration 70Q (92468.180000 sec): 3 clusters
  Score: Raw -487360.653369 + Penalty 2757.249044 = -484603.404325
  nChanged 4
		SP:Iteration 71Q (92468.380000 sec): 3 clusters
  Score: Raw -487361.309805 + Penalty 2757.249044 = -484604.060762
  nChanged 2
		SP:Iteration 72Q (92468.590000 sec): 3 clusters
  Score: Raw -487361.560898 + Penalty 2757.249044 = -484604.311854
  nChanged 0
		SP:Iteration 73F (92468.790000 sec): 3 clusters
  Score: Raw -487361.560898 + Penalty 2757.249044 = -484604.311854
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (3003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92468.890000 sec): 2 clusters
  Score: Raw -305587.456010 + Penalty 1301.197149 = -304286.258861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92469.130000 sec): 3 clusters
  Score: Raw -304187.435192 + Penalty 2602.394297 = -301585.040895
  nChanged 1116
		SP:Iteration 1F (92469.290000 sec): 3 clusters
  Score: Raw -304854.376240 + Penalty 2602.394297 = -302251.981943
  nChanged 273
		SP:Iteration 2F (92469.480000 sec): 3 clusters
  Score: Raw -305040.343922 + Penalty 2602.394297 = -302437.949625
  nChanged 168
		SP:Iteration 3F (92469.730000 sec): 3 clusters
  Score: Raw -305138.930229 + Penalty 2602.394297 = -302536.535932
  nChanged 120
		SP:Iteration 4Q (92469.890000 sec): 3 clusters
  Score: Raw -305207.201535 + Penalty 2602.394297 = -302604.807237
  nChanged 93
		SP:Iteration 5Q (92470.140000 sec): 3 clusters
  Score: Raw -305255.604542 + Penalty 2602.394297 = -302653.210245
  nChanged 79
		SP:Iteration 6Q (92470.330000 sec): 3 clusters
  Score: Raw -305296.828050 + Penalty 2602.394297 = -302694.433753
  nChanged 67
		SP:Iteration 7Q (92470.550000 sec): 3 clusters
  Score: Raw -305333.783275 + Penalty 2602.394297 = -302731.388978
  nChanged 61
		SP:Iteration 8Q (92470.710000 sec): 3 clusters
  Score: Raw -305364.020958 + Penalty 2602.394297 = -302761.626661
  nChanged 52
		SP:Iteration 9Q (92470.930000 sec): 3 clusters
  Score: Raw -305391.213379 + Penalty 2602.394297 = -302788.819082
  nChanged 46
		SP:Iteration 10Q (92471.130000 sec): 3 clusters
  Score: Raw -305413.626304 + Penalty 2602.394297 = -302811.232007
  nChanged 38
		SP:Iteration 11Q (92471.310000 sec): 3 clusters
  Score: Raw -305427.786360 + Penalty 2602.394297 = -302825.392063
  nChanged 37
		SP:Iteration 12Q (92471.530000 sec): 3 clusters
  Score: Raw -305446.498234 + Penalty 2602.394297 = -302844.103937
  nChanged 50
		SP:Iteration 13Q (92471.730000 sec): 3 clusters
  Score: Raw -305471.995610 + Penalty 2602.394297 = -302869.601313
  nChanged 55
		SP:Iteration 14Q (92471.990000 sec): 3 clusters
  Score: Raw -305504.745448 + Penalty 2602.394297 = -302902.351151
  nChanged 58
		SP:Iteration 15Q (92472.210000 sec): 3 clusters
  Score: Raw -305539.886759 + Penalty 2602.394297 = -302937.492462
  nChanged 74
		SP:Iteration 16Q (92472.390000 sec): 3 clusters
  Score: Raw -305591.333460 + Penalty 2602.394297 = -302988.939163
  nChanged 76
		SP:Iteration 17Q (92472.560000 sec): 3 clusters
  Score: Raw -305644.591346 + Penalty 2602.394297 = -303042.197049
  nChanged 85
		SP:Iteration 18Q (92472.780000 sec): 3 clusters
  Score: Raw -305706.317609 + Penalty 2602.394297 = -303103.923311
  nChanged 82
		SP:Iteration 19Q (92472.970000 sec): 3 clusters
  Score: Raw -305770.505065 + Penalty 2602.394297 = -303168.110767
  nChanged 71
		SP:Iteration 20F (92473.190000 sec): 3 clusters
  Score: Raw -305819.755735 + Penalty 2602.394297 = -303217.361438
  nChanged 51
		SP:Iteration 21Q (92473.370000 sec): 3 clusters
  Score: Raw -305855.795831 + Penalty 2602.394297 = -303253.401534
  nChanged 41
		SP:Iteration 22Q (92473.590000 sec): 3 clusters
  Score: Raw -305880.975363 + Penalty 2602.394297 = -303278.581066
  nChanged 37
		SP:Iteration 23Q (92473.770000 sec): 3 clusters
  Score: Raw -305905.543902 + Penalty 2602.394297 = -303303.149605
  nChanged 36
		SP:Iteration 24Q (92474.020000 sec): 3 clusters
  Score: Raw -305929.035697 + Penalty 2602.394297 = -303326.641400
  nChanged 40
		SP:Iteration 25Q (92474.230000 sec): 3 clusters
  Score: Raw -305964.483619 + Penalty 2602.394297 = -303362.089322
  nChanged 42
		SP:Iteration 26Q (92474.460000 sec): 3 clusters
  Score: Raw -306000.533940 + Penalty 2602.394297 = -303398.139643
  nChanged 48
		SP:Iteration 27Q (92474.700000 sec): 3 clusters
  Score: Raw -306045.518031 + Penalty 2602.394297 = -303443.123734
  nChanged 44
		SP:Iteration 28Q (92474.920000 sec): 3 clusters
  Score: Raw -306091.656509 + Penalty 2602.394297 = -303489.262212
  nChanged 37
		SP:Iteration 29Q (92475.100000 sec): 3 clusters
  Score: Raw -306115.617720 + Penalty 2602.394297 = -303513.223423
  nChanged 25
		SP:Iteration 30Q (92475.270000 sec): 3 clusters
  Score: Raw -306133.834945 + Penalty 2602.394297 = -303531.440648
  nChanged 17
		SP:Iteration 31Q (92475.510000 sec): 3 clusters
  Score: Raw -306147.100859 + Penalty 2602.394297 = -303544.706562
  nChanged 22
		SP:Iteration 32Q (92475.710000 sec): 3 clusters
  Score: Raw -306165.998166 + Penalty 2602.394297 = -303563.603869
  nChanged 16
		SP:Iteration 33Q (92475.900000 sec): 3 clusters
  Score: Raw -306174.480198 + Penalty 2602.394297 = -303572.085900
  nChanged 13
		SP:Iteration 34Q (92476.080000 sec): 3 clusters
  Score: Raw -306181.738725 + Penalty 2602.394297 = -303579.344428
  nChanged 11
		SP:Iteration 35Q (92476.260000 sec): 3 clusters
  Score: Raw -306188.777433 + Penalty 2602.394297 = -303586.383136
  nChanged 8
		SP:Iteration 36Q (92476.400000 sec): 3 clusters
  Score: Raw -306193.315357 + Penalty 2602.394297 = -303590.921060
  nChanged 8
		SP:Iteration 37Q (92476.600000 sec): 3 clusters
  Score: Raw -306198.635354 + Penalty 2602.394297 = -303596.241057
  nChanged 8
		SP:Iteration 38Q (92476.820000 sec): 3 clusters
  Score: Raw -306205.508750 + Penalty 2602.394297 = -303603.114453
  nChanged 4
		SP:Iteration 39Q (92477.020000 sec): 3 clusters
  Score: Raw -306207.974125 + Penalty 2602.394297 = -303605.579828
  nChanged 4
		SP:Iteration 40F (92477.150000 sec): 3 clusters
  Score: Raw -306210.762957 + Penalty 2602.394297 = -303608.368660
  nChanged 4
		SP:Iteration 41Q (92477.350000 sec): 3 clusters
  Score: Raw -306212.358484 + Penalty 2602.394297 = -303609.964187
  nChanged 0
		SP:Iteration 42F (92477.490000 sec): 3 clusters
  Score: Raw -306212.358484 + Penalty 2602.394297 = -303609.964187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92477.640000 sec): 2 clusters
  Score: Raw -651061.954916 + Penalty 1439.808057 = -649622.146859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92477.850000 sec): 3 clusters
  Score: Raw -647252.398878 + Penalty 2879.616114 = -644372.782764
  nChanged 2924
		SP:Iteration 1F (92478.120000 sec): 3 clusters
  Score: Raw -649070.323029 + Penalty 2879.616114 = -646190.706915
  nChanged 639
		SP:Iteration 2F (92478.300000 sec): 3 clusters
  Score: Raw -649603.935108 + Penalty 2879.616114 = -646724.318994
  nChanged 569
		SP:Iteration 3F (92478.520000 sec): 3 clusters
  Score: Raw -650117.362764 + Penalty 2879.616114 = -647237.746650
  nChanged 516
		SP:Iteration 4F (92478.710000 sec): 3 clusters
  Score: Raw -650575.993388 + Penalty 2879.616114 = -647696.377274
  nChanged 435
		SP:Iteration 5F (92478.930000 sec): 3 clusters
  Score: Raw -650941.297548 + Penalty 2879.616114 = -648061.681434
  nChanged 364
		SP:Iteration 6F (92479.150000 sec): 3 clusters
  Score: Raw -651213.977536 + Penalty 2879.616114 = -648334.361422
  nChanged 304
		SP:Iteration 7Q (92479.390000 sec): 3 clusters
  Score: Raw -651392.631157 + Penalty 2879.616114 = -648513.015043
  nChanged 230
		SP:Iteration 8Q (92479.570000 sec): 3 clusters
  Score: Raw -651530.707369 + Penalty 2879.616114 = -648651.091255
  nChanged 176
		SP:Iteration 9Q (92479.780000 sec): 3 clusters
  Score: Raw -651613.463738 + Penalty 2879.616114 = -648733.847624
  nChanged 115
		SP:Iteration 10Q (92479.960000 sec): 3 clusters
  Score: Raw -651665.059751 + Penalty 2879.616114 = -648785.443637
  nChanged 97
		SP:Iteration 11Q (92480.170000 sec): 3 clusters
  Score: Raw -651707.914658 + Penalty 2879.616114 = -648828.298544
  nChanged 86
		SP:Iteration 12Q (92480.370000 sec): 3 clusters
  Score: Raw -651739.235979 + Penalty 2879.616114 = -648859.619865
  nChanged 70
		SP:Iteration 13Q (92480.540000 sec): 3 clusters
  Score: Raw -651758.623893 + Penalty 2879.616114 = -648879.007779
  nChanged 50
		SP:Iteration 14Q (92480.770000 sec): 3 clusters
  Score: Raw -651772.387314 + Penalty 2879.616114 = -648892.771200
  nChanged 52
		SP:Iteration 15Q (92481.010000 sec): 3 clusters
  Score: Raw -651785.945497 + Penalty 2879.616114 = -648906.329383
  nChanged 44
		SP:Iteration 16Q (92481.220000 sec): 3 clusters
  Score: Raw -651797.313909 + Penalty 2879.616114 = -648917.697795
  nChanged 35
		SP:Iteration 17Q (92481.440000 sec): 3 clusters
  Score: Raw -651806.604779 + Penalty 2879.616114 = -648926.988666
  nChanged 35
		SP:Iteration 18Q (92481.690000 sec): 3 clusters
  Score: Raw -651814.992594 + Penalty 2879.616114 = -648935.376480
  nChanged 31
		SP:Iteration 19Q (92481.880000 sec): 3 clusters
  Score: Raw -651822.178352 + Penalty 2879.616114 = -648942.562239
  nChanged 33
		SP:Iteration 20F (92482.090000 sec): 3 clusters
  Score: Raw -651832.640320 + Penalty 2879.616114 = -648953.024206
  nChanged 40
		SP:Iteration 21Q (92482.290000 sec): 3 clusters
  Score: Raw -651847.698262 + Penalty 2879.616114 = -648968.082148
  nChanged 46
		SP:Iteration 22Q (92482.550000 sec): 3 clusters
  Score: Raw -651869.159222 + Penalty 2879.616114 = -648989.543108
  nChanged 71
		SP:Iteration 23Q (92482.810000 sec): 3 clusters
  Score: Raw -651896.628793 + Penalty 2879.616114 = -649017.012679
  nChanged 57
		SP:Iteration 24Q (92483.010000 sec): 3 clusters
  Score: Raw -651916.325623 + Penalty 2879.616114 = -649036.709509
  nChanged 43
		SP:Iteration 25Q (92483.220000 sec): 3 clusters
  Score: Raw -651930.384681 + Penalty 2879.616114 = -649050.768567
  nChanged 41
		SP:Iteration 26Q (92483.410000 sec): 3 clusters
  Score: Raw -651945.433783 + Penalty 2879.616114 = -649065.817669
  nChanged 58
		SP:Iteration 27Q (92483.640000 sec): 3 clusters
  Score: Raw -651964.330593 + Penalty 2879.616114 = -649084.714479
  nChanged 47
		SP:Iteration 28Q (92483.820000 sec): 3 clusters
  Score: Raw -651979.940881 + Penalty 2879.616114 = -649100.324767
  nChanged 46
		SP:Iteration 29Q (92484.080000 sec): 3 clusters
  Score: Raw -651991.384215 + Penalty 2879.616114 = -649111.768101
  nChanged 47
		SP:Iteration 30Q (92484.310000 sec): 3 clusters
  Score: Raw -652003.697716 + Penalty 2879.616114 = -649124.081602
  nChanged 41
		SP:Iteration 31Q (92484.530000 sec): 3 clusters
  Score: Raw -652016.499542 + Penalty 2879.616114 = -649136.883429
  nChanged 39
		SP:Iteration 32Q (92484.720000 sec): 3 clusters
  Score: Raw -652026.530868 + Penalty 2879.616114 = -649146.914754
  nChanged 32
		SP:Iteration 33Q (92484.940000 sec): 3 clusters
  Score: Raw -652033.070846 + Penalty 2879.616114 = -649153.454733
  nChanged 31
		SP:Iteration 34Q (92485.130000 sec): 3 clusters
  Score: Raw -652041.448753 + Penalty 2879.616114 = -649161.832639
  nChanged 31
		SP:Iteration 35Q (92485.340000 sec): 3 clusters
  Score: Raw -652047.957697 + Penalty 2879.616114 = -649168.341583
  nChanged 25
		SP:Iteration 36Q (92485.570000 sec): 3 clusters
  Score: Raw -652054.032732 + Penalty 2879.616114 = -649174.416618
  nChanged 23
		SP:Iteration 37Q (92485.820000 sec): 3 clusters
  Score: Raw -652058.743217 + Penalty 2879.616114 = -649179.127103
  nChanged 20
		SP:Iteration 38Q (92486.080000 sec): 3 clusters
  Score: Raw -652061.932760 + Penalty 2879.616114 = -649182.316646
  nChanged 14
		SP:Iteration 39Q (92486.300000 sec): 3 clusters
  Score: Raw -652064.247367 + Penalty 2879.616114 = -649184.631253
  nChanged 21
		SP:Iteration 40F (92486.550000 sec): 3 clusters
  Score: Raw -652069.764042 + Penalty 2879.616114 = -649190.147928
  nChanged 20
		SP:Iteration 41Q (92486.750000 sec): 3 clusters
  Score: Raw -652074.104841 + Penalty 2879.616114 = -649194.488727
  nChanged 18
		SP:Iteration 42Q (92487.010000 sec): 3 clusters
  Score: Raw -652078.830377 + Penalty 2879.616114 = -649199.214264
  nChanged 22
		SP:Iteration 43Q (92487.250000 sec): 3 clusters
  Score: Raw -652084.554585 + Penalty 2879.616114 = -649204.938471
  nChanged 19
		SP:Iteration 44Q (92487.500000 sec): 3 clusters
  Score: Raw -652088.816926 + Penalty 2879.616114 = -649209.200812
  nChanged 15
		SP:Iteration 45Q (92487.740000 sec): 3 clusters
  Score: Raw -652092.064012 + Penalty 2879.616114 = -649212.447898
  nChanged 17
		SP:Iteration 46Q (92487.970000 sec): 3 clusters
  Score: Raw -652094.454061 + Penalty 2879.616114 = -649214.837947
  nChanged 11
		SP:Iteration 47Q (92488.210000 sec): 3 clusters
  Score: Raw -652096.452771 + Penalty 2879.616114 = -649216.836657
  nChanged 16
		SP:Iteration 48Q (92488.520000 sec): 3 clusters
  Score: Raw -652099.130745 + Penalty 2879.616114 = -649219.514631
  nChanged 13
		SP:Iteration 49Q (92488.770000 sec): 3 clusters
  Score: Raw -652100.657803 + Penalty 2879.616114 = -649221.041689
  nChanged 10
		SP:Iteration 50Q (92489.010000 sec): 3 clusters
  Score: Raw -652103.071214 + Penalty 2879.616114 = -649223.455101
  nChanged 15
		SP:Iteration 51Q (92489.220000 sec): 3 clusters
  Score: Raw -652106.251875 + Penalty 2879.616114 = -649226.635761
  nChanged 16
		SP:Iteration 52Q (92489.470000 sec): 3 clusters
  Score: Raw -652108.907044 + Penalty 2879.616114 = -649229.290931
  nChanged 15
		SP:Iteration 53Q (92489.770000 sec): 3 clusters
  Score: Raw -652111.460998 + Penalty 2879.616114 = -649231.844885
  nChanged 7
		SP:Iteration 54Q (92489.970000 sec): 3 clusters
  Score: Raw -652112.247529 + Penalty 2879.616114 = -649232.631415
  nChanged 4
		SP:Iteration 55Q (92490.200000 sec): 3 clusters
  Score: Raw -652112.808798 + Penalty 2879.616114 = -649233.192685
  nChanged 6
		SP:Iteration 56Q (92490.450000 sec): 3 clusters
  Score: Raw -652113.438217 + Penalty 2879.616114 = -649233.822103
  nChanged 3
		SP:Iteration 57Q (92490.620000 sec): 3 clusters
  Score: Raw -652113.769468 + Penalty 2879.616114 = -649234.153354
  nChanged 3
		SP:Iteration 58Q (92490.840000 sec): 3 clusters
  Score: Raw -652114.253833 + Penalty 2879.616114 = -649234.637719
  nChanged 6
		SP:Iteration 59Q (92491.050000 sec): 3 clusters
  Score: Raw -652115.127480 + Penalty 2879.616114 = -649235.511366
  nChanged 4
		SP:Iteration 60F (92491.340000 sec): 3 clusters
  Score: Raw -652115.663086 + Penalty 2879.616114 = -649236.046972
  nChanged 4
		SP:Iteration 61Q (92491.540000 sec): 3 clusters
  Score: Raw -652116.117680 + Penalty 2879.616114 = -649236.501566
  nChanged 3
		SP:Iteration 62Q (92491.750000 sec): 3 clusters
  Score: Raw -652116.431932 + Penalty 2879.616114 = -649236.815818
  nChanged 2
		SP:Iteration 63Q (92491.990000 sec): 3 clusters
  Score: Raw -652116.576648 + Penalty 2879.616114 = -649236.960535
  nChanged 2
		SP:Iteration 64Q (92492.240000 sec): 3 clusters
  Score: Raw -652116.933963 + Penalty 2879.616114 = -649237.317849
  nChanged 2
		SP:Iteration 65Q (92492.450000 sec): 3 clusters
  Score: Raw -652117.463783 + Penalty 2879.616114 = -649237.847669
  nChanged 6
		SP:Iteration 66Q (92492.640000 sec): 3 clusters
  Score: Raw -652118.562325 + Penalty 2879.616114 = -649238.946211
  nChanged 4
		SP:Iteration 67Q (92492.880000 sec): 3 clusters
  Score: Raw -652118.892291 + Penalty 2879.616114 = -649239.276177
  nChanged 3
		SP:Iteration 68Q (92493.100000 sec): 3 clusters
  Score: Raw -652119.415994 + Penalty 2879.616114 = -649239.799880
  nChanged 6
		SP:Iteration 69Q (92493.340000 sec): 3 clusters
  Score: Raw -652120.453629 + Penalty 2879.616114 = -649240.837515
  nChanged 5
		SP:Iteration 70Q (92493.600000 sec): 3 clusters
  Score: Raw -652120.836606 + Penalty 2879.616114 = -649241.220492
  nChanged 0
		SP:Iteration 71F (92493.850000 sec): 3 clusters
  Score: Raw -652120.836606 + Penalty 2879.616114 = -649241.220492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92493.940000 sec): 2 clusters
  Score: Raw -134831.453401 + Penalty 1160.709453 = -133670.743949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92494.110000 sec): 3 clusters
  Score: Raw -134353.364374 + Penalty 2321.418905 = -132031.945468
  nChanged 415
		SP:Iteration 1F (92494.330000 sec): 3 clusters
  Score: Raw -134665.798582 + Penalty 2321.418905 = -132344.379676
  nChanged 91
		SP:Iteration 2F (92494.500000 sec): 3 clusters
  Score: Raw -134730.092072 + Penalty 2321.418905 = -132408.673167
  nChanged 41
		SP:Iteration 3Q (92494.680000 sec): 3 clusters
  Score: Raw -134759.839631 + Penalty 2321.418905 = -132438.420726
  nChanged 21
		SP:Iteration 4Q (92494.910000 sec): 3 clusters
  Score: Raw -134776.947295 + Penalty 2321.418905 = -132455.528390
  nChanged 16
		SP:Iteration 5Q (92495.070000 sec): 3 clusters
  Score: Raw -134786.871696 + Penalty 2321.418905 = -132465.452790
  nChanged 6
		SP:Iteration 6Q (92495.210000 sec): 3 clusters
  Score: Raw -134789.812576 + Penalty 2321.418905 = -132468.393671
  nChanged 5
		SP:Iteration 7Q (92495.420000 sec): 3 clusters
  Score: Raw -134793.007177 + Penalty 2321.418905 = -132471.588271
  nChanged 4
		SP:Iteration 8Q (92495.570000 sec): 3 clusters
  Score: Raw -134794.833146 + Penalty 2321.418905 = -132473.414241
  nChanged 1
		SP:Iteration 9Q (92495.720000 sec): 3 clusters
  Score: Raw -134795.334755 + Penalty 2321.418905 = -132473.915849
  nChanged 1
		SP:Iteration 10Q (92495.880000 sec): 3 clusters
  Score: Raw -134796.013239 + Penalty 2321.418905 = -132474.594334
  nChanged 0
		SP:Iteration 11F (92496.100000 sec): 3 clusters
  Score: Raw -134796.013239 + Penalty 2321.418905 = -132474.594334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92496.220000 sec): 2 clusters
  Score: Raw -231152.870032 + Penalty 1257.999208 = -229894.870824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92496.360000 sec): 3 clusters
  Score: Raw -230104.409648 + Penalty 2515.998417 = -227588.411232
  nChanged 844
		SP:Iteration 1F (92496.540000 sec): 3 clusters
  Score: Raw -230634.564854 + Penalty 2515.998417 = -228118.566438
  nChanged 184
		SP:Iteration 2F (92496.730000 sec): 3 clusters
  Score: Raw -230782.256101 + Penalty 2515.998417 = -228266.257685
  nChanged 124
		SP:Iteration 3F (92496.870000 sec): 3 clusters
  Score: Raw -230879.021129 + Penalty 2515.998417 = -228363.022712
  nChanged 104
		SP:Iteration 4Q (92497.070000 sec): 3 clusters
  Score: Raw -230962.812088 + Penalty 2515.998417 = -228446.813671
  nChanged 82
		SP:Iteration 5Q (92497.290000 sec): 3 clusters
  Score: Raw -231047.120933 + Penalty 2515.998417 = -228531.122516
  nChanged 86
		SP:Iteration 6Q (92497.460000 sec): 3 clusters
  Score: Raw -231128.468182 + Penalty 2515.998417 = -228612.469765
  nChanged 78
		SP:Iteration 7Q (92497.670000 sec): 3 clusters
  Score: Raw -231193.997923 + Penalty 2515.998417 = -228677.999507
  nChanged 62
		SP:Iteration 8Q (92497.860000 sec): 3 clusters
  Score: Raw -231237.424976 + Penalty 2515.998417 = -228721.426560
  nChanged 49
		SP:Iteration 9Q (92498.090000 sec): 3 clusters
  Score: Raw -231271.851018 + Penalty 2515.998417 = -228755.852602
  nChanged 46
		SP:Iteration 10Q (92498.310000 sec): 3 clusters
  Score: Raw -231305.278229 + Penalty 2515.998417 = -228789.279813
  nChanged 39
		SP:Iteration 11Q (92498.510000 sec): 3 clusters
  Score: Raw -231334.740780 + Penalty 2515.998417 = -228818.742363
  nChanged 39
		SP:Iteration 12Q (92498.710000 sec): 3 clusters
  Score: Raw -231360.931884 + Penalty 2515.998417 = -228844.933467
  nChanged 23
		SP:Iteration 13Q (92498.920000 sec): 3 clusters
  Score: Raw -231374.727578 + Penalty 2515.998417 = -228858.729161
  nChanged 23
		SP:Iteration 14Q (92499.100000 sec): 3 clusters
  Score: Raw -231389.565379 + Penalty 2515.998417 = -228873.566962
  nChanged 14
		SP:Iteration 15Q (92499.320000 sec): 3 clusters
  Score: Raw -231395.829580 + Penalty 2515.998417 = -228879.831164
  nChanged 12
		SP:Iteration 16Q (92499.490000 sec): 3 clusters
  Score: Raw -231401.805991 + Penalty 2515.998417 = -228885.807574
  nChanged 8
		SP:Iteration 17Q (92499.700000 sec): 3 clusters
  Score: Raw -231404.383288 + Penalty 2515.998417 = -228888.384872
  nChanged 5
		SP:Iteration 18Q (92499.850000 sec): 3 clusters
  Score: Raw -231406.267477 + Penalty 2515.998417 = -228890.269061
  nChanged 2
		SP:Iteration 19Q (92500.080000 sec): 3 clusters
  Score: Raw -231407.063930 + Penalty 2515.998417 = -228891.065513
  nChanged 4
		SP:Iteration 20F (92500.220000 sec): 3 clusters
  Score: Raw -231407.941933 + Penalty 2515.998417 = -228891.943517
  nChanged 4
		SP:Iteration 21Q (92500.410000 sec): 3 clusters
  Score: Raw -231410.008059 + Penalty 2515.998417 = -228894.009642
  nChanged 8
		SP:Iteration 22Q (92500.560000 sec): 3 clusters
  Score: Raw -231413.331479 + Penalty 2515.998417 = -228897.333062
  nChanged 4
		SP:Iteration 23Q (92500.780000 sec): 3 clusters
  Score: Raw -231414.473502 + Penalty 2515.998417 = -228898.475085
  nChanged 2
		SP:Iteration 24Q (92500.990000 sec): 3 clusters
  Score: Raw -231415.106510 + Penalty 2515.998417 = -228899.108094
  nChanged 3
		SP:Iteration 25Q (92501.140000 sec): 3 clusters
  Score: Raw -231416.968606 + Penalty 2515.998417 = -228900.970189
  nChanged 2
		SP:Iteration 26Q (92501.330000 sec): 3 clusters
  Score: Raw -231417.785254 + Penalty 2515.998417 = -228901.786837
  nChanged 4
		SP:Iteration 27Q (92501.510000 sec): 3 clusters
  Score: Raw -231419.647105 + Penalty 2515.998417 = -228903.648689
  nChanged 4
		SP:Iteration 28Q (92501.660000 sec): 3 clusters
  Score: Raw -231421.045708 + Penalty 2515.998417 = -228905.047292
  nChanged 3
		SP:Iteration 29Q (92501.870000 sec): 3 clusters
  Score: Raw -231422.006807 + Penalty 2515.998417 = -228906.008391
  nChanged 2
		SP:Iteration 30Q (92502.030000 sec): 3 clusters
  Score: Raw -231422.517746 + Penalty 2515.998417 = -228906.519329
  nChanged 0
		SP:Iteration 31F (92502.180000 sec): 3 clusters
  Score: Raw -231422.517746 + Penalty 2515.998417 = -228906.519329
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6620 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92502.330000 sec): 2 clusters
  Score: Raw -719787.273840 + Penalty 1429.650730 = -718357.623110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92502.550000 sec): 3 clusters
  Score: Raw -716214.644099 + Penalty 2859.301461 = -713355.342638
  nChanged 2764
		SP:Iteration 1F (92502.760000 sec): 3 clusters
  Score: Raw -717771.946577 + Penalty 2859.301461 = -714912.645116
  nChanged 447
		SP:Iteration 2F (92502.970000 sec): 3 clusters
  Score: Raw -717993.775831 + Penalty 2859.301461 = -715134.474370
  nChanged 361
		SP:Iteration 3F (92503.170000 sec): 3 clusters
  Score: Raw -718168.853853 + Penalty 2859.301461 = -715309.552392
  nChanged 292
		SP:Iteration 4Q (92503.370000 sec): 3 clusters
  Score: Raw -718301.789545 + Penalty 2859.301461 = -715442.488084
  nChanged 259
		SP:Iteration 5Q (92503.600000 sec): 3 clusters
  Score: Raw -718428.366729 + Penalty 2859.301461 = -715569.065268
  nChanged 241
		SP:Iteration 6Q (92503.800000 sec): 3 clusters
  Score: Raw -718543.056205 + Penalty 2859.301461 = -715683.754745
  nChanged 235
		SP:Iteration 7Q (92503.990000 sec): 3 clusters
  Score: Raw -718641.347989 + Penalty 2859.301461 = -715782.046528
  nChanged 204
		SP:Iteration 8Q (92504.210000 sec): 3 clusters
  Score: Raw -718718.569620 + Penalty 2859.301461 = -715859.268159
  nChanged 197
		SP:Iteration 9Q (92504.420000 sec): 3 clusters
  Score: Raw -718811.031071 + Penalty 2859.301461 = -715951.729610
  nChanged 194
		SP:Iteration 10Q (92504.630000 sec): 3 clusters
  Score: Raw -718898.438962 + Penalty 2859.301461 = -716039.137501
  nChanged 172
		SP:Iteration 11Q (92504.870000 sec): 3 clusters
  Score: Raw -718970.587219 + Penalty 2859.301461 = -716111.285758
  nChanged 147
		SP:Iteration 12Q (92505.070000 sec): 3 clusters
  Score: Raw -719032.418994 + Penalty 2859.301461 = -716173.117533
  nChanged 147
		SP:Iteration 13Q (92505.290000 sec): 3 clusters
  Score: Raw -719095.446418 + Penalty 2859.301461 = -716236.144957
  nChanged 146
		SP:Iteration 14Q (92505.470000 sec): 3 clusters
  Score: Raw -719164.091203 + Penalty 2859.301461 = -716304.789743
  nChanged 164
		SP:Iteration 15Q (92505.670000 sec): 3 clusters
  Score: Raw -719238.339454 + Penalty 2859.301461 = -716379.037993
  nChanged 152
		SP:Iteration 16Q (92505.850000 sec): 3 clusters
  Score: Raw -719313.373349 + Penalty 2859.301461 = -716454.071888
  nChanged 165
		SP:Iteration 17Q (92506.030000 sec): 3 clusters
  Score: Raw -719391.356194 + Penalty 2859.301461 = -716532.054733
  nChanged 141
		SP:Iteration 18Q (92506.210000 sec): 3 clusters
  Score: Raw -719451.212192 + Penalty 2859.301461 = -716591.910731
  nChanged 122
		SP:Iteration 19Q (92506.400000 sec): 3 clusters
  Score: Raw -719515.472517 + Penalty 2859.301461 = -716656.171056
  nChanged 126
		SP:Iteration 20F (92506.580000 sec): 3 clusters
  Score: Raw -719581.235075 + Penalty 2859.301461 = -716721.933615
  nChanged 126
		SP:Iteration 21Q (92506.800000 sec): 3 clusters
  Score: Raw -719638.592343 + Penalty 2859.301461 = -716779.290882
  nChanged 103
		SP:Iteration 22Q (92506.960000 sec): 3 clusters
  Score: Raw -719684.848909 + Penalty 2859.301461 = -716825.547448
  nChanged 85
		SP:Iteration 23Q (92507.170000 sec): 3 clusters
  Score: Raw -719716.948020 + Penalty 2859.301461 = -716857.646559
  nChanged 68
		SP:Iteration 24Q (92507.390000 sec): 3 clusters
  Score: Raw -719745.576989 + Penalty 2859.301461 = -716886.275528
  nChanged 61
		SP:Iteration 25Q (92507.580000 sec): 3 clusters
  Score: Raw -719766.691333 + Penalty 2859.301461 = -716907.389872
  nChanged 48
		SP:Iteration 26Q (92507.800000 sec): 3 clusters
  Score: Raw -719780.908579 + Penalty 2859.301461 = -716921.607118
  nChanged 36
		SP:Iteration 27Q (92508.040000 sec): 3 clusters
  Score: Raw -719791.960458 + Penalty 2859.301461 = -716932.658997
  nChanged 31
		SP:Iteration 28Q (92508.260000 sec): 3 clusters
  Score: Raw -719799.066164 + Penalty 2859.301461 = -716939.764704
  nChanged 36
		SP:Iteration 29Q (92508.490000 sec): 3 clusters
  Score: Raw -719809.640068 + Penalty 2859.301461 = -716950.338607
  nChanged 34
		SP:Iteration 30Q (92508.720000 sec): 3 clusters
  Score: Raw -719819.470966 + Penalty 2859.301461 = -716960.169505
  nChanged 37
		SP:Iteration 31Q (92508.900000 sec): 3 clusters
  Score: Raw -719831.218672 + Penalty 2859.301461 = -716971.917211
  nChanged 27
		SP:Iteration 32Q (92509.180000 sec): 3 clusters
  Score: Raw -719836.791688 + Penalty 2859.301461 = -716977.490227
  nChanged 20
		SP:Iteration 33Q (92509.400000 sec): 3 clusters
  Score: Raw -719842.019624 + Penalty 2859.301461 = -716982.718163
  nChanged 24
		SP:Iteration 34Q (92509.570000 sec): 3 clusters
  Score: Raw -719847.008699 + Penalty 2859.301461 = -716987.707238
  nChanged 18
		SP:Iteration 35Q (92509.800000 sec): 3 clusters
  Score: Raw -719850.080800 + Penalty 2859.301461 = -716990.779339
  nChanged 15
		SP:Iteration 36Q (92510.000000 sec): 3 clusters
  Score: Raw -719852.701489 + Penalty 2859.301461 = -716993.400028
  nChanged 10
		SP:Iteration 37Q (92510.180000 sec): 3 clusters
  Score: Raw -719854.936609 + Penalty 2859.301461 = -716995.635148
  nChanged 12
		SP:Iteration 38Q (92510.420000 sec): 3 clusters
  Score: Raw -719856.989271 + Penalty 2859.301461 = -716997.687810
  nChanged 12
		SP:Iteration 39Q (92510.580000 sec): 3 clusters
  Score: Raw -719859.185417 + Penalty 2859.301461 = -716999.883956
  nChanged 10
		SP:Iteration 40F (92510.790000 sec): 3 clusters
  Score: Raw -719861.078259 + Penalty 2859.301461 = -717001.776799
  nChanged 10
		SP:Iteration 41Q (92511.000000 sec): 3 clusters
  Score: Raw -719863.296627 + Penalty 2859.301461 = -717003.995166
  nChanged 16
		SP:Iteration 42Q (92511.200000 sec): 3 clusters
  Score: Raw -719866.452368 + Penalty 2859.301461 = -717007.150907
  nChanged 15
		SP:Iteration 43Q (92511.440000 sec): 3 clusters
  Score: Raw -719871.204950 + Penalty 2859.301461 = -717011.903489
  nChanged 16
		SP:Iteration 44Q (92511.630000 sec): 3 clusters
  Score: Raw -719875.054906 + Penalty 2859.301461 = -717015.753445
  nChanged 18
		SP:Iteration 45Q (92511.840000 sec): 3 clusters
  Score: Raw -719878.364683 + Penalty 2859.301461 = -717019.063222
  nChanged 16
		SP:Iteration 46Q (92512.010000 sec): 3 clusters
  Score: Raw -719881.656748 + Penalty 2859.301461 = -717022.355287
  nChanged 14
		SP:Iteration 47Q (92512.280000 sec): 3 clusters
  Score: Raw -719884.018417 + Penalty 2859.301461 = -717024.716956
  nChanged 11
		SP:Iteration 48Q (92512.460000 sec): 3 clusters
  Score: Raw -719886.656580 + Penalty 2859.301461 = -717027.355119
  nChanged 16
		SP:Iteration 49Q (92512.690000 sec): 3 clusters
  Score: Raw -719890.173673 + Penalty 2859.301461 = -717030.872212
  nChanged 13
		SP:Iteration 50Q (92512.900000 sec): 3 clusters
  Score: Raw -719892.502678 + Penalty 2859.301461 = -717033.201217
  nChanged 8
		SP:Iteration 51Q (92513.110000 sec): 3 clusters
  Score: Raw -719893.621074 + Penalty 2859.301461 = -717034.319613
  nChanged 7
		SP:Iteration 52Q (92513.330000 sec): 3 clusters
  Score: Raw -719894.562254 + Penalty 2859.301461 = -717035.260793
  nChanged 2
		SP:Iteration 53Q (92513.560000 sec): 3 clusters
  Score: Raw -719894.889473 + Penalty 2859.301461 = -717035.588012
  nChanged 1
		SP:Iteration 54Q (92513.800000 sec): 3 clusters
  Score: Raw -719894.950556 + Penalty 2859.301461 = -717035.649095
  nChanged 0
		SP:Iteration 55F (92514.000000 sec): 3 clusters
  Score: Raw -719894.950556 + Penalty 2859.301461 = -717035.649095
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92514.140000 sec): 2 clusters
  Score: Raw -745479.350652 + Penalty 1460.114510 = -744019.236142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92514.390000 sec): 3 clusters
  Score: Raw -740989.208487 + Penalty 2920.229020 = -738068.979468
  nChanged 3409
		SP:Iteration 1F (92514.660000 sec): 3 clusters
  Score: Raw -742913.104231 + Penalty 2920.229020 = -739992.875211
  nChanged 620
		SP:Iteration 2F (92514.830000 sec): 3 clusters
  Score: Raw -743278.520867 + Penalty 2920.229020 = -740358.291847
  nChanged 526
		SP:Iteration 3F (92515.080000 sec): 3 clusters
  Score: Raw -743622.315227 + Penalty 2920.229020 = -740702.086207
  nChanged 469
		SP:Iteration 4F (92515.320000 sec): 3 clusters
  Score: Raw -743901.051943 + Penalty 2920.229020 = -740980.822924
  nChanged 392
		SP:Iteration 5Q (92515.560000 sec): 3 clusters
  Score: Raw -744152.177655 + Penalty 2920.229020 = -741231.948636
  nChanged 409
		SP:Iteration 6F (92515.800000 sec): 3 clusters
  Score: Raw -744437.832132 + Penalty 2920.229020 = -741517.603112
  nChanged 379
		SP:Iteration 7Q (92516.020000 sec): 3 clusters
  Score: Raw -744719.096673 + Penalty 2920.229020 = -741798.867653
  nChanged 388
		SP:Iteration 8Q (92516.230000 sec): 3 clusters
  Score: Raw -744970.267271 + Penalty 2920.229020 = -742050.038251
  nChanged 325
		SP:Iteration 9Q (92516.420000 sec): 3 clusters
  Score: Raw -745190.943453 + Penalty 2920.229020 = -742270.714434
  nChanged 268
		SP:Iteration 10Q (92516.700000 sec): 3 clusters
  Score: Raw -745357.571665 + Penalty 2920.229020 = -742437.342645
  nChanged 225
		SP:Iteration 11Q (92516.930000 sec): 3 clusters
  Score: Raw -745479.304892 + Penalty 2920.229020 = -742559.075873
  nChanged 180
		SP:Iteration 12Q (92517.150000 sec): 3 clusters
  Score: Raw -745568.038073 + Penalty 2920.229020 = -742647.809053
  nChanged 152
		SP:Iteration 13Q (92517.340000 sec): 3 clusters
  Score: Raw -745635.689856 + Penalty 2920.229020 = -742715.460836
  nChanged 121
		SP:Iteration 14Q (92517.590000 sec): 3 clusters
  Score: Raw -745678.580295 + Penalty 2920.229020 = -742758.351275
  nChanged 89
		SP:Iteration 15Q (92517.830000 sec): 3 clusters
  Score: Raw -745716.877154 + Penalty 2920.229020 = -742796.648134
  nChanged 98
		SP:Iteration 16Q (92518.050000 sec): 3 clusters
  Score: Raw -745760.781571 + Penalty 2920.229020 = -742840.552552
  nChanged 83
		SP:Iteration 17Q (92518.290000 sec): 3 clusters
  Score: Raw -745797.316343 + Penalty 2920.229020 = -742877.087323
  nChanged 79
		SP:Iteration 18Q (92518.530000 sec): 3 clusters
  Score: Raw -745826.686198 + Penalty 2920.229020 = -742906.457178
  nChanged 65
		SP:Iteration 19Q (92518.750000 sec): 3 clusters
  Score: Raw -745853.093956 + Penalty 2920.229020 = -742932.864936
  nChanged 59
		SP:Iteration 20F (92518.990000 sec): 3 clusters
  Score: Raw -745869.595626 + Penalty 2920.229020 = -742949.366606
  nChanged 48
		SP:Iteration 21Q (92519.230000 sec): 3 clusters
  Score: Raw -745883.228759 + Penalty 2920.229020 = -742962.999740
  nChanged 43
		SP:Iteration 22Q (92519.500000 sec): 3 clusters
  Score: Raw -745897.539988 + Penalty 2920.229020 = -742977.310968
  nChanged 45
		SP:Iteration 23Q (92519.730000 sec): 3 clusters
  Score: Raw -745913.847495 + Penalty 2920.229020 = -742993.618475
  nChanged 39
		SP:Iteration 24Q (92519.950000 sec): 3 clusters
  Score: Raw -745923.885137 + Penalty 2920.229020 = -743003.656117
  nChanged 21
		SP:Iteration 25Q (92520.160000 sec): 3 clusters
  Score: Raw -745928.869188 + Penalty 2920.229020 = -743008.640168
  nChanged 22
		SP:Iteration 26Q (92520.410000 sec): 3 clusters
  Score: Raw -745933.771188 + Penalty 2920.229020 = -743013.542168
  nChanged 11
		SP:Iteration 27Q (92520.660000 sec): 3 clusters
  Score: Raw -745936.312890 + Penalty 2920.229020 = -743016.083871
  nChanged 9
		SP:Iteration 28Q (92520.870000 sec): 3 clusters
  Score: Raw -745938.952342 + Penalty 2920.229020 = -743018.723322
  nChanged 11
		SP:Iteration 29Q (92521.130000 sec): 3 clusters
  Score: Raw -745941.063348 + Penalty 2920.229020 = -743020.834328
  nChanged 10
		SP:Iteration 30Q (92521.350000 sec): 3 clusters
  Score: Raw -745943.233400 + Penalty 2920.229020 = -743023.004380
  nChanged 9
		SP:Iteration 31Q (92521.560000 sec): 3 clusters
  Score: Raw -745945.020202 + Penalty 2920.229020 = -743024.791182
  nChanged 13
		SP:Iteration 32Q (92521.770000 sec): 3 clusters
  Score: Raw -745948.051401 + Penalty 2920.229020 = -743027.822382
  nChanged 8
		SP:Iteration 33Q (92522.020000 sec): 3 clusters
  Score: Raw -745949.664450 + Penalty 2920.229020 = -743029.435430
  nChanged 7
		SP:Iteration 34Q (92522.210000 sec): 3 clusters
  Score: Raw -745950.893257 + Penalty 2920.229020 = -743030.664237
  nChanged 3
		SP:Iteration 35Q (92522.420000 sec): 3 clusters
  Score: Raw -745951.264001 + Penalty 2920.229020 = -743031.034982
  nChanged 2
		SP:Iteration 36Q (92522.670000 sec): 3 clusters
  Score: Raw -745951.475136 + Penalty 2920.229020 = -743031.246116
  nChanged 0
		SP:Iteration 37F (92522.900000 sec): 3 clusters
  Score: Raw -745951.475136 + Penalty 2920.229020 = -743031.246116
  nChanged 0
Iteration 179Q (92613.530000 sec): 70 clusters
  Score: Raw -138088699.641577 + Penalty 158395.009374 = -137930304.632202
  nChanged 4078
Iteration 180F (92772.220000 sec): 70 clusters
  Score: Raw -138091471.834805 + Penalty 158395.009374 = -137933076.825431
  nChanged 4599
Iteration 181Q (92863.620000 sec): 70 clusters
  Score: Raw -138093025.925300 + Penalty 158395.009374 = -137934630.915925
  nChanged 3431
Iteration 182Q (92963.550000 sec): 70 clusters
  Score: Raw -138093929.463817 + Penalty 158395.009374 = -137935534.454443
  nChanged 2954
Iteration 183Q (93061.120000 sec): 70 clusters
  Score: Raw -138094569.594401 + Penalty 158395.009374 = -137936174.585027
  nChanged 2574
Iteration 184Q (93154.380000 sec): 70 clusters
  Score: Raw -138095010.243888 + Penalty 158395.009374 = -137936615.234513
  nChanged 2203
Iteration 185Q (93257.040000 sec): 70 clusters
  Score: Raw -138095349.575673 + Penalty 158395.009374 = -137936954.566299
  nChanged 1915
Iteration 186Q (93355.390000 sec): 70 clusters
  Score: Raw -138095645.304837 + Penalty 158395.009374 = -137937250.295463
  nChanged 1797
Iteration 187Q (93447.320000 sec): 70 clusters
  Score: Raw -138095883.243597 + Penalty 158395.009374 = -137937488.234222
  nChanged 1521
Iteration 188Q (93543.620000 sec): 70 clusters
  Score: Raw -138096077.895271 + Penalty 158395.009374 = -137937682.885897
  nChanged 1333
Iteration 189Q (93645.210000 sec): 70 clusters
  Score: Raw -138096226.758645 + Penalty 158395.009374 = -137937831.749271
  nChanged 1212
Iteration 190Q (93746.750000 sec): 70 clusters
  Score: Raw -138096356.694208 + Penalty 158395.009374 = -137937961.684833
  nChanged 1124
Iteration 191Q (93854.810000 sec): 70 clusters
  Score: Raw -138096464.699820 + Penalty 158395.009374 = -137938069.690446
  nChanged 1063
Iteration 192Q (93965.500000 sec): 70 clusters
  Score: Raw -138096557.979524 + Penalty 158395.009374 = -137938162.970150
  nChanged 928
Iteration 193Q (94071.240000 sec): 70 clusters
  Score: Raw -138096630.848353 + Penalty 158395.009374 = -137938235.838978
  nChanged 831
Iteration 194Q (94178.730000 sec): 70 clusters
  Score: Raw -138096694.195564 + Penalty 158395.009374 = -137938299.186190
  nChanged 716
Iteration 195Q (94273.460000 sec): 70 clusters
  Score: Raw -138096754.747426 + Penalty 158395.009374 = -137938359.738052
  nChanged 657
Iteration 196Q (94359.000000 sec): 70 clusters
  Score: Raw -138096817.367971 + Penalty 158395.009374 = -137938422.358597
  nChanged 594
Iteration 197Q (94430.180000 sec): 70 clusters
  Score: Raw -138096888.213571 + Penalty 158395.009374 = -137938493.204197
  nChanged 557
Iteration 198Q (94518.790000 sec): 70 clusters
  Score: Raw -138096970.163763 + Penalty 158395.009374 = -137938575.154388
  nChanged 543
Iteration 199Q (94606.930000 sec): 70 clusters
  Score: Raw -138097061.642059 + Penalty 158395.009374 = -137938666.632685
  nChanged 511
Iteration 200F (94764.530000 sec): 70 clusters
  Score: Raw -138097161.545857 + Penalty 158395.009374 = -137938766.536483
  nChanged 558
Iteration 201Q (94828.690000 sec): 70 clusters
  Score: Raw -138097241.368616 + Penalty 158395.009374 = -137938846.359241
  nChanged 573
Iteration 202Q (94901.990000 sec): 70 clusters
  Score: Raw -138097307.007800 + Penalty 158395.009374 = -137938911.998425
  nChanged 572
Iteration 203Q (94976.620000 sec): 70 clusters
  Score: Raw -138097368.445581 + Penalty 158395.009374 = -137938973.436207
  nChanged 525
Iteration 204Q (95054.880000 sec): 70 clusters
  Score: Raw -138097416.367926 + Penalty 158395.009374 = -137939021.358552
  nChanged 496
Iteration 205Q (95137.240000 sec): 70 clusters
  Score: Raw -138097453.175315 + Penalty 158395.009374 = -137939058.165941
  nChanged 450
Iteration 206Q (95219.520000 sec): 70 clusters
  Score: Raw -138097485.170605 + Penalty 158395.009374 = -137939090.161230
  nChanged 428
Iteration 207Q (95294.380000 sec): 70 clusters
  Score: Raw -138097511.748843 + Penalty 158395.009374 = -137939116.739468
  nChanged 362
Iteration 208Q (95373.110000 sec): 70 clusters
  Score: Raw -138097532.640008 + Penalty 158395.009374 = -137939137.630634
  nChanged 315
Iteration 209Q (95446.940000 sec): 70 clusters
  Score: Raw -138097550.977581 + Penalty 158395.009374 = -137939155.968206
  nChanged 284
Iteration 210Q (95524.860000 sec): 70 clusters
  Score: Raw -138097569.963520 + Penalty 158395.009374 = -137939174.954146
  nChanged 299
Iteration 211Q (95605.270000 sec): 70 clusters
  Score: Raw -138097588.634892 + Penalty 158395.009374 = -137939193.625518
  nChanged 280
Iteration 212Q (95681.060000 sec): 70 clusters
  Score: Raw -138097605.489221 + Penalty 158395.009374 = -137939210.479846
  nChanged 269
Iteration 213Q (95752.200000 sec): 70 clusters
  Score: Raw -138097619.950321 + Penalty 158395.009374 = -137939224.940946
  nChanged 239
Iteration 214Q (95831.340000 sec): 70 clusters
  Score: Raw -138097632.300354 + Penalty 158395.009374 = -137939237.290979
  nChanged 230
Iteration 215Q (95911.810000 sec): 70 clusters
  Score: Raw -138097643.306608 + Penalty 158395.009374 = -137939248.297233
  nChanged 218
Iteration 216Q (95990.440000 sec): 70 clusters
  Score: Raw -138097654.826533 + Penalty 158395.009374 = -137939259.817158
  nChanged 234
Iteration 217Q (96068.710000 sec): 70 clusters
  Score: Raw -138097664.050911 + Penalty 158395.009374 = -137939269.041537
  nChanged 200
Iteration 218Q (96142.510000 sec): 70 clusters
  Score: Raw -138097672.972788 + Penalty 158395.009374 = -137939277.963414
  nChanged 194
Writing temp clu file 
Because OldScore, -137939269.041537, is greater than current (better) Score,-137939277.963414 
 Compute initial score before splitting:   Score: Raw -138097672.972788 + Penalty 158395.009374 = -137939277.963414
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96143.000000 sec): 2 clusters
  Score: Raw -112750.412371 + Penalty 1146.488337 = -111603.924034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96143.220000 sec): 3 clusters
  Score: Raw -112412.098602 + Penalty 2292.976674 = -110119.121928
  nChanged 375
		SP:Iteration 1F (96143.470000 sec): 3 clusters
  Score: Raw -112840.861664 + Penalty 2292.976674 = -110547.884990
  nChanged 116
		SP:Iteration 2F (96143.640000 sec): 3 clusters
  Score: Raw -113020.524130 + Penalty 2292.976674 = -110727.547456
  nChanged 66
		SP:Iteration 3F (96143.880000 sec): 3 clusters
  Score: Raw -113111.460436 + Penalty 2292.976674 = -110818.483761
  nChanged 38
		SP:Iteration 4Q (96144.020000 sec): 3 clusters
  Score: Raw -113173.216003 + Penalty 2292.976674 = -110880.239328
  nChanged 32
		SP:Iteration 5Q (96144.230000 sec): 3 clusters
  Score: Raw -113220.667317 + Penalty 2292.976674 = -110927.690643
  nChanged 36
		SP:Iteration 6Q (96144.380000 sec): 3 clusters
  Score: Raw -113268.827297 + Penalty 2292.976674 = -110975.850623
  nChanged 23
		SP:Iteration 7Q (96144.600000 sec): 3 clusters
  Score: Raw -113298.183606 + Penalty 2292.976674 = -111005.206932
  nChanged 21
		SP:Iteration 8Q (96144.760000 sec): 3 clusters
  Score: Raw -113322.687666 + Penalty 2292.976674 = -111029.710991
  nChanged 11
		SP:Iteration 9Q (96144.920000 sec): 3 clusters
  Score: Raw -113336.901645 + Penalty 2292.976674 = -111043.924971
  nChanged 11
		SP:Iteration 10Q (96145.120000 sec): 3 clusters
  Score: Raw -113351.146011 + Penalty 2292.976674 = -111058.169337
  nChanged 11
		SP:Iteration 11Q (96145.280000 sec): 3 clusters
  Score: Raw -113364.079079 + Penalty 2292.976674 = -111071.102405
  nChanged 12
		SP:Iteration 12Q (96145.470000 sec): 3 clusters
  Score: Raw -113376.474188 + Penalty 2292.976674 = -111083.497514
  nChanged 11
		SP:Iteration 13Q (96145.620000 sec): 3 clusters
  Score: Raw -113387.617093 + Penalty 2292.976674 = -111094.640419
  nChanged 10
		SP:Iteration 14Q (96145.820000 sec): 3 clusters
  Score: Raw -113399.524690 + Penalty 2292.976674 = -111106.548015
  nChanged 11
		SP:Iteration 15Q (96145.980000 sec): 3 clusters
  Score: Raw -113424.735392 + Penalty 2292.976674 = -111131.758718
  nChanged 17
		SP:Iteration 16Q (96146.110000 sec): 3 clusters
  Score: Raw -113451.363421 + Penalty 2292.976674 = -111158.386747
  nChanged 19
		SP:Iteration 17Q (96146.270000 sec): 3 clusters
  Score: Raw -113476.865956 + Penalty 2292.976674 = -111183.889282
  nChanged 11
		SP:Iteration 18Q (96146.470000 sec): 3 clusters
  Score: Raw -113495.647359 + Penalty 2292.976674 = -111202.670684
  nChanged 8
		SP:Iteration 19Q (96146.660000 sec): 3 clusters
  Score: Raw -113508.177194 + Penalty 2292.976674 = -111215.200519
  nChanged 10
		SP:Iteration 20F (96146.820000 sec): 3 clusters
  Score: Raw -113523.400626 + Penalty 2292.976674 = -111230.423952
  nChanged 15
		SP:Iteration 21Q (96147.010000 sec): 3 clusters
  Score: Raw -113546.932689 + Penalty 2292.976674 = -111253.956015
  nChanged 8
		SP:Iteration 22Q (96147.200000 sec): 3 clusters
  Score: Raw -113560.308731 + Penalty 2292.976674 = -111267.332056
  nChanged 8
		SP:Iteration 23Q (96147.400000 sec): 3 clusters
  Score: Raw -113571.140779 + Penalty 2292.976674 = -111278.164105
  nChanged 6
		SP:Iteration 24Q (96147.570000 sec): 3 clusters
  Score: Raw -113581.342724 + Penalty 2292.976674 = -111288.366050
  nChanged 5
		SP:Iteration 25Q (96147.840000 sec): 3 clusters
  Score: Raw -113585.964432 + Penalty 2292.976674 = -111292.987758
  nChanged 2
		SP:Iteration 26Q (96148.020000 sec): 3 clusters
  Score: Raw -113587.874856 + Penalty 2292.976674 = -111294.898181
  nChanged 2
		SP:Iteration 27Q (96148.230000 sec): 3 clusters
  Score: Raw -113591.297945 + Penalty 2292.976674 = -111298.321270
  nChanged 4
		SP:Iteration 28Q (96148.410000 sec): 3 clusters
  Score: Raw -113597.481521 + Penalty 2292.976674 = -111304.504847
  nChanged 9
		SP:Iteration 29Q (96148.620000 sec): 3 clusters
  Score: Raw -113609.312235 + Penalty 2292.976674 = -111316.335561
  nChanged 10
		SP:Iteration 30Q (96148.810000 sec): 3 clusters
  Score: Raw -113620.382808 + Penalty 2292.976674 = -111327.406134
  nChanged 6
		SP:Iteration 31Q (96149.010000 sec): 3 clusters
  Score: Raw -113628.366203 + Penalty 2292.976674 = -111335.389529
  nChanged 6
		SP:Iteration 32Q (96149.200000 sec): 3 clusters
  Score: Raw -113635.142895 + Penalty 2292.976674 = -111342.166220
  nChanged 5
		SP:Iteration 33Q (96149.400000 sec): 3 clusters
  Score: Raw -113640.340024 + Penalty 2292.976674 = -111347.363350
  nChanged 3
		SP:Iteration 34Q (96149.580000 sec): 3 clusters
  Score: Raw -113644.106806 + Penalty 2292.976674 = -111351.130132
  nChanged 3
		SP:Iteration 35Q (96149.800000 sec): 3 clusters
  Score: Raw -113646.983460 + Penalty 2292.976674 = -111354.006786
  nChanged 0
		SP:Iteration 36F (96149.980000 sec): 3 clusters
  Score: Raw -113646.983460 + Penalty 2292.976674 = -111354.006786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96150.070000 sec): 2 clusters
  Score: Raw -170846.517147 + Penalty 1212.516564 = -169634.000584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96150.210000 sec): 3 clusters
  Score: Raw -170177.005846 + Penalty 2425.033127 = -167751.972719
  nChanged 589
		SP:Iteration 1F (96150.410000 sec): 3 clusters
  Score: Raw -170725.743850 + Penalty 2425.033127 = -168300.710723
  nChanged 163
		SP:Iteration 2F (96150.550000 sec): 3 clusters
  Score: Raw -170894.202524 + Penalty 2425.033127 = -168469.169396
  nChanged 103
		SP:Iteration 3F (96150.740000 sec): 3 clusters
  Score: Raw -171011.720497 + Penalty 2425.033127 = -168586.687369
  nChanged 86
		SP:Iteration 4Q (96150.910000 sec): 3 clusters
  Score: Raw -171114.300415 + Penalty 2425.033127 = -168689.267287
  nChanged 66
		SP:Iteration 5Q (96151.120000 sec): 3 clusters
  Score: Raw -171174.934062 + Penalty 2425.033127 = -168749.900934
  nChanged 46
		SP:Iteration 6Q (96151.270000 sec): 3 clusters
  Score: Raw -171216.155248 + Penalty 2425.033127 = -168791.122120
  nChanged 34
		SP:Iteration 7Q (96151.440000 sec): 3 clusters
  Score: Raw -171252.560317 + Penalty 2425.033127 = -168827.527190
  nChanged 28
		SP:Iteration 8Q (96151.630000 sec): 3 clusters
  Score: Raw -171275.474729 + Penalty 2425.033127 = -168850.441601
  nChanged 23
		SP:Iteration 9Q (96151.800000 sec): 3 clusters
  Score: Raw -171295.758479 + Penalty 2425.033127 = -168870.725352
  nChanged 17
		SP:Iteration 10Q (96152.010000 sec): 3 clusters
  Score: Raw -171312.975580 + Penalty 2425.033127 = -168887.942452
  nChanged 12
		SP:Iteration 11Q (96152.160000 sec): 3 clusters
  Score: Raw -171323.437673 + Penalty 2425.033127 = -168898.404546
  nChanged 11
		SP:Iteration 12Q (96152.370000 sec): 3 clusters
  Score: Raw -171334.296856 + Penalty 2425.033127 = -168909.263729
  nChanged 13
		SP:Iteration 13Q (96152.530000 sec): 3 clusters
  Score: Raw -171347.461033 + Penalty 2425.033127 = -168922.427906
  nChanged 6
		SP:Iteration 14Q (96152.690000 sec): 3 clusters
  Score: Raw -171355.461462 + Penalty 2425.033127 = -168930.428335
  nChanged 4
		SP:Iteration 15Q (96152.870000 sec): 3 clusters
  Score: Raw -171362.819425 + Penalty 2425.033127 = -168937.786298
  nChanged 4
		SP:Iteration 16Q (96153.060000 sec): 3 clusters
  Score: Raw -171367.362383 + Penalty 2425.033127 = -168942.329256
  nChanged 2
		SP:Iteration 17Q (96153.210000 sec): 3 clusters
  Score: Raw -171370.613278 + Penalty 2425.033127 = -168945.580151
  nChanged 1
		SP:Iteration 18Q (96153.370000 sec): 3 clusters
  Score: Raw -171372.877808 + Penalty 2425.033127 = -168947.844681
  nChanged 0
		SP:Iteration 19F (96153.560000 sec): 3 clusters
  Score: Raw -171372.877808 + Penalty 2425.033127 = -168947.844681
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96153.670000 sec): 2 clusters
  Score: Raw -390658.169480 + Penalty 1352.033247 = -389306.136233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96153.900000 sec): 3 clusters
  Score: Raw -388630.443030 + Penalty 2704.066494 = -385926.376536
  nChanged 1579
		SP:Iteration 1F (96154.050000 sec): 3 clusters
  Score: Raw -389566.680945 + Penalty 2704.066494 = -386862.614451
  nChanged 360
		SP:Iteration 2F (96154.230000 sec): 3 clusters
  Score: Raw -389860.168350 + Penalty 2704.066494 = -387156.101856
  nChanged 319
		SP:Iteration 3F (96154.410000 sec): 3 clusters
  Score: Raw -390196.591407 + Penalty 2704.066494 = -387492.524912
  nChanged 303
		SP:Iteration 4F (96154.600000 sec): 3 clusters
  Score: Raw -390506.267139 + Penalty 2704.066494 = -387802.200645
  nChanged 254
		SP:Iteration 5F (96154.830000 sec): 3 clusters
  Score: Raw -390755.904226 + Penalty 2704.066494 = -388051.837732
  nChanged 216
		SP:Iteration 6F (96155.050000 sec): 3 clusters
  Score: Raw -390986.638133 + Penalty 2704.066494 = -388282.571638
  nChanged 202
		SP:Iteration 7Q (96155.220000 sec): 3 clusters
  Score: Raw -391175.344125 + Penalty 2704.066494 = -388471.277630
  nChanged 158
		SP:Iteration 8Q (96155.450000 sec): 3 clusters
  Score: Raw -391314.734479 + Penalty 2704.066494 = -388610.667985
  nChanged 127
		SP:Iteration 9Q (96155.620000 sec): 3 clusters
  Score: Raw -391413.908864 + Penalty 2704.066494 = -388709.842370
  nChanged 79
		SP:Iteration 10Q (96155.770000 sec): 3 clusters
  Score: Raw -391467.514107 + Penalty 2704.066494 = -388763.447612
  nChanged 58
		SP:Iteration 11Q (96155.980000 sec): 3 clusters
  Score: Raw -391494.707941 + Penalty 2704.066494 = -388790.641446
  nChanged 36
		SP:Iteration 12Q (96156.150000 sec): 3 clusters
  Score: Raw -391509.730770 + Penalty 2704.066494 = -388805.664276
  nChanged 21
		SP:Iteration 13Q (96156.320000 sec): 3 clusters
  Score: Raw -391515.500758 + Penalty 2704.066494 = -388811.434264
  nChanged 9
		SP:Iteration 14Q (96156.480000 sec): 3 clusters
  Score: Raw -391518.527827 + Penalty 2704.066494 = -388814.461332
  nChanged 9
		SP:Iteration 15Q (96156.660000 sec): 3 clusters
  Score: Raw -391522.210847 + Penalty 2704.066494 = -388818.144353
  nChanged 8
		SP:Iteration 16Q (96156.870000 sec): 3 clusters
  Score: Raw -391524.450705 + Penalty 2704.066494 = -388820.384210
  nChanged 4
		SP:Iteration 17Q (96157.010000 sec): 3 clusters
  Score: Raw -391525.299428 + Penalty 2704.066494 = -388821.232934
  nChanged 2
		SP:Iteration 18Q (96157.200000 sec): 3 clusters
  Score: Raw -391525.919784 + Penalty 2704.066494 = -388821.853290
  nChanged 3
		SP:Iteration 19Q (96157.460000 sec): 3 clusters
  Score: Raw -391527.162159 + Penalty 2704.066494 = -388823.095664
  nChanged 3
		SP:Iteration 20F (96157.630000 sec): 3 clusters
  Score: Raw -391527.848553 + Penalty 2704.066494 = -388823.782058
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96157.830000 sec): 2 clusters
  Score: Raw -1042526.525815 + Penalty 1502.270542 = -1041024.255273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96158.060000 sec): 3 clusters
  Score: Raw -1036633.516097 + Penalty 3004.541085 = -1033628.975013
  nChanged 4481
		SP:Iteration 1F (96158.300000 sec): 3 clusters
  Score: Raw -1039106.463363 + Penalty 3004.541085 = -1036101.922278
  nChanged 585
		SP:Iteration 2F (96158.520000 sec): 3 clusters
  Score: Raw -1039349.513479 + Penalty 3004.541085 = -1036344.972395
  nChanged 478
		SP:Iteration 3Q (96158.740000 sec): 3 clusters
  Score: Raw -1039535.915611 + Penalty 3004.541085 = -1036531.374527
  nChanged 429
		SP:Iteration 4Q (96158.970000 sec): 3 clusters
  Score: Raw -1039703.907443 + Penalty 3004.541085 = -1036699.366358
  nChanged 373
		SP:Iteration 5Q (96159.240000 sec): 3 clusters
  Score: Raw -1039847.178517 + Penalty 3004.541085 = -1036842.637433
  nChanged 380
		SP:Iteration 6Q (96159.440000 sec): 3 clusters
  Score: Raw -1039997.985244 + Penalty 3004.541085 = -1036993.444159
  nChanged 352
		SP:Iteration 7Q (96159.680000 sec): 3 clusters
  Score: Raw -1040133.693539 + Penalty 3004.541085 = -1037129.152454
  nChanged 321
		SP:Iteration 8Q (96159.900000 sec): 3 clusters
  Score: Raw -1040270.881086 + Penalty 3004.541085 = -1037266.340001
  nChanged 312
		SP:Iteration 9Q (96160.200000 sec): 3 clusters
  Score: Raw -1040411.037557 + Penalty 3004.541085 = -1037406.496472
  nChanged 338
		SP:Iteration 10Q (96160.400000 sec): 3 clusters
  Score: Raw -1040558.160957 + Penalty 3004.541085 = -1037553.619872
  nChanged 316
		SP:Iteration 11Q (96160.670000 sec): 3 clusters
  Score: Raw -1040703.470145 + Penalty 3004.541085 = -1037698.929061
  nChanged 327
		SP:Iteration 12Q (96160.950000 sec): 3 clusters
  Score: Raw -1040851.395575 + Penalty 3004.541085 = -1037846.854490
  nChanged 309
		SP:Iteration 13Q (96161.190000 sec): 3 clusters
  Score: Raw -1040997.197313 + Penalty 3004.541085 = -1037992.656228
  nChanged 333
		SP:Iteration 14Q (96161.440000 sec): 3 clusters
  Score: Raw -1041166.273945 + Penalty 3004.541085 = -1038161.732861
  nChanged 329
		SP:Iteration 15Q (96161.660000 sec): 3 clusters
  Score: Raw -1041327.781784 + Penalty 3004.541085 = -1038323.240700
  nChanged 320
		SP:Iteration 16Q (96161.910000 sec): 3 clusters
  Score: Raw -1041464.091876 + Penalty 3004.541085 = -1038459.550791
  nChanged 256
		SP:Iteration 17Q (96162.140000 sec): 3 clusters
  Score: Raw -1041564.262671 + Penalty 3004.541085 = -1038559.721586
  nChanged 208
		SP:Iteration 18Q (96162.380000 sec): 3 clusters
  Score: Raw -1041650.729822 + Penalty 3004.541085 = -1038646.188737
  nChanged 208
		SP:Iteration 19Q (96162.600000 sec): 3 clusters
  Score: Raw -1041728.514697 + Penalty 3004.541085 = -1038723.973613
  nChanged 170
		SP:Iteration 20F (96162.830000 sec): 3 clusters
  Score: Raw -1041784.847734 + Penalty 3004.541085 = -1038780.306649
  nChanged 151
		SP:Iteration 21Q (96163.060000 sec): 3 clusters
  Score: Raw -1041833.650698 + Penalty 3004.541085 = -1038829.109613
  nChanged 139
		SP:Iteration 22Q (96163.260000 sec): 3 clusters
  Score: Raw -1041876.556089 + Penalty 3004.541085 = -1038872.015004
  nChanged 108
		SP:Iteration 23Q (96163.540000 sec): 3 clusters
  Score: Raw -1041909.324084 + Penalty 3004.541085 = -1038904.782999
  nChanged 121
		SP:Iteration 24Q (96163.760000 sec): 3 clusters
  Score: Raw -1041948.532863 + Penalty 3004.541085 = -1038943.991778
  nChanged 125
		SP:Iteration 25Q (96164.010000 sec): 3 clusters
  Score: Raw -1041985.900332 + Penalty 3004.541085 = -1038981.359248
  nChanged 126
		SP:Iteration 26Q (96164.250000 sec): 3 clusters
  Score: Raw -1042026.567583 + Penalty 3004.541085 = -1039022.026499
  nChanged 122
		SP:Iteration 27Q (96164.490000 sec): 3 clusters
  Score: Raw -1042062.391904 + Penalty 3004.541085 = -1039057.850819
  nChanged 113
		SP:Iteration 28Q (96164.730000 sec): 3 clusters
  Score: Raw -1042095.104556 + Penalty 3004.541085 = -1039090.563471
  nChanged 104
		SP:Iteration 29Q (96164.980000 sec): 3 clusters
  Score: Raw -1042123.364121 + Penalty 3004.541085 = -1039118.823037
  nChanged 101
		SP:Iteration 30Q (96165.180000 sec): 3 clusters
  Score: Raw -1042149.575236 + Penalty 3004.541085 = -1039145.034152
  nChanged 90
		SP:Iteration 31Q (96165.450000 sec): 3 clusters
  Score: Raw -1042173.683023 + Penalty 3004.541085 = -1039169.141938
  nChanged 86
		SP:Iteration 32Q (96165.660000 sec): 3 clusters
  Score: Raw -1042198.503509 + Penalty 3004.541085 = -1039193.962424
  nChanged 94
		SP:Iteration 33Q (96165.910000 sec): 3 clusters
  Score: Raw -1042229.119427 + Penalty 3004.541085 = -1039224.578343
  nChanged 89
		SP:Iteration 34Q (96166.140000 sec): 3 clusters
  Score: Raw -1042255.225936 + Penalty 3004.541085 = -1039250.684851
  nChanged 96
		SP:Iteration 35Q (96166.350000 sec): 3 clusters
  Score: Raw -1042281.227802 + Penalty 3004.541085 = -1039276.686717
  nChanged 81
		SP:Iteration 36Q (96166.620000 sec): 3 clusters
  Score: Raw -1042305.574410 + Penalty 3004.541085 = -1039301.033326
  nChanged 67
		SP:Iteration 37Q (96166.830000 sec): 3 clusters
  Score: Raw -1042326.212224 + Penalty 3004.541085 = -1039321.671140
  nChanged 77
		SP:Iteration 38Q (96167.080000 sec): 3 clusters
  Score: Raw -1042347.469413 + Penalty 3004.541085 = -1039342.928328
  nChanged 83
		SP:Iteration 39Q (96167.310000 sec): 3 clusters
  Score: Raw -1042368.850422 + Penalty 3004.541085 = -1039364.309337
  nChanged 68
		SP:Iteration 40F (96167.530000 sec): 3 clusters
  Score: Raw -1042384.287762 + Penalty 3004.541085 = -1039379.746677
  nChanged 65
		SP:Iteration 41Q (96167.730000 sec): 3 clusters
  Score: Raw -1042402.143979 + Penalty 3004.541085 = -1039397.602895
  nChanged 73
		SP:Iteration 42Q (96167.980000 sec): 3 clusters
  Score: Raw -1042427.128885 + Penalty 3004.541085 = -1039422.587801
  nChanged 90
		SP:Iteration 43Q (96168.180000 sec): 3 clusters
  Score: Raw -1042460.804017 + Penalty 3004.541085 = -1039456.262932
  nChanged 85
		SP:Iteration 44Q (96168.380000 sec): 3 clusters
  Score: Raw -1042485.652322 + Penalty 3004.541085 = -1039481.111237
  nChanged 80
		SP:Iteration 45Q (96168.610000 sec): 3 clusters
  Score: Raw -1042508.876271 + Penalty 3004.541085 = -1039504.335187
  nChanged 60
		SP:Iteration 46Q (96168.840000 sec): 3 clusters
  Score: Raw -1042524.436816 + Penalty 3004.541085 = -1039519.895731
  nChanged 55
		SP:Iteration 47Q (96169.070000 sec): 3 clusters
  Score: Raw -1042535.171467 + Penalty 3004.541085 = -1039530.630383
  nChanged 39
		SP:Iteration 48Q (96169.290000 sec): 3 clusters
  Score: Raw -1042541.732185 + Penalty 3004.541085 = -1039537.191101
  nChanged 34
		SP:Iteration 49Q (96169.490000 sec): 3 clusters
  Score: Raw -1042548.100186 + Penalty 3004.541085 = -1039543.559102
  nChanged 38
		SP:Iteration 50Q (96169.710000 sec): 3 clusters
  Score: Raw -1042555.588878 + Penalty 3004.541085 = -1039551.047793
  nChanged 32
		SP:Iteration 51Q (96169.950000 sec): 3 clusters
  Score: Raw -1042562.604290 + Penalty 3004.541085 = -1039558.063205
  nChanged 32
		SP:Iteration 52Q (96170.190000 sec): 3 clusters
  Score: Raw -1042568.691312 + Penalty 3004.541085 = -1039564.150227
  nChanged 27
		SP:Iteration 53Q (96170.450000 sec): 3 clusters
  Score: Raw -1042573.252355 + Penalty 3004.541085 = -1039568.711271
  nChanged 19
		SP:Iteration 54Q (96170.640000 sec): 3 clusters
  Score: Raw -1042576.876084 + Penalty 3004.541085 = -1039572.334999
  nChanged 21
		SP:Iteration 55Q (96170.850000 sec): 3 clusters
  Score: Raw -1042581.142718 + Penalty 3004.541085 = -1039576.601633
  nChanged 21
		SP:Iteration 56Q (96171.140000 sec): 3 clusters
  Score: Raw -1042585.791021 + Penalty 3004.541085 = -1039581.249937
  nChanged 24
		SP:Iteration 57Q (96171.350000 sec): 3 clusters
  Score: Raw -1042593.152261 + Penalty 3004.541085 = -1039588.611177
  nChanged 26
		SP:Iteration 58Q (96171.580000 sec): 3 clusters
  Score: Raw -1042600.464034 + Penalty 3004.541085 = -1039595.922949
  nChanged 31
		SP:Iteration 59Q (96171.810000 sec): 3 clusters
  Score: Raw -1042607.087352 + Penalty 3004.541085 = -1039602.546267
  nChanged 27
		SP:Iteration 60F (96171.990000 sec): 3 clusters
  Score: Raw -1042613.066587 + Penalty 3004.541085 = -1039608.525502
  nChanged 25
		SP:Iteration 61Q (96172.210000 sec): 3 clusters
  Score: Raw -1042618.060373 + Penalty 3004.541085 = -1039613.519288
  nChanged 21
		SP:Iteration 62Q (96172.420000 sec): 3 clusters
  Score: Raw -1042621.886104 + Penalty 3004.541085 = -1039617.345020
  nChanged 24
		SP:Iteration 63Q (96172.650000 sec): 3 clusters
  Score: Raw -1042626.822373 + Penalty 3004.541085 = -1039622.281288
  nChanged 27
		SP:Iteration 64Q (96172.840000 sec): 3 clusters
  Score: Raw -1042632.007442 + Penalty 3004.541085 = -1039627.466357
  nChanged 25
		SP:Iteration 65Q (96173.040000 sec): 3 clusters
  Score: Raw -1042636.251081 + Penalty 3004.541085 = -1039631.709996
  nChanged 16
		SP:Iteration 66Q (96173.230000 sec): 3 clusters
  Score: Raw -1042639.219823 + Penalty 3004.541085 = -1039634.678738
  nChanged 17
		SP:Iteration 67Q (96173.480000 sec): 3 clusters
  Score: Raw -1042642.094864 + Penalty 3004.541085 = -1039637.553780
  nChanged 9
		SP:Iteration 68Q (96173.660000 sec): 3 clusters
  Score: Raw -1042643.835284 + Penalty 3004.541085 = -1039639.294200
  nChanged 12
		SP:Iteration 69Q (96173.930000 sec): 3 clusters
  Score: Raw -1042645.839830 + Penalty 3004.541085 = -1039641.298745
  nChanged 12
		SP:Iteration 70Q (96174.130000 sec): 3 clusters
  Score: Raw -1042647.780249 + Penalty 3004.541085 = -1039643.239164
  nChanged 11
		SP:Iteration 71Q (96174.360000 sec): 3 clusters
  Score: Raw -1042649.370396 + Penalty 3004.541085 = -1039644.829311
  nChanged 9
		SP:Iteration 72Q (96174.570000 sec): 3 clusters
  Score: Raw -1042650.594329 + Penalty 3004.541085 = -1039646.053245
  nChanged 10
		SP:Iteration 73Q (96174.770000 sec): 3 clusters
  Score: Raw -1042651.941984 + Penalty 3004.541085 = -1039647.400899
  nChanged 6
		SP:Iteration 74Q (96174.970000 sec): 3 clusters
  Score: Raw -1042652.602915 + Penalty 3004.541085 = -1039648.061831
  nChanged 6
		SP:Iteration 75Q (96175.210000 sec): 3 clusters
  Score: Raw -1042653.476536 + Penalty 3004.541085 = -1039648.935452
  nChanged 7
		SP:Iteration 76Q (96175.420000 sec): 3 clusters
  Score: Raw -1042655.160869 + Penalty 3004.541085 = -1039650.619785
  nChanged 8
		SP:Iteration 77Q (96175.630000 sec): 3 clusters
  Score: Raw -1042656.211184 + Penalty 3004.541085 = -1039651.670099
  nChanged 7
		SP:Iteration 78Q (96175.860000 sec): 3 clusters
  Score: Raw -1042656.916874 + Penalty 3004.541085 = -1039652.375789
  nChanged 4
		SP:Iteration 79Q (96176.080000 sec): 3 clusters
  Score: Raw -1042657.310963 + Penalty 3004.541085 = -1039652.769878
  nChanged 2
		SP:Iteration 80F (96176.290000 sec): 3 clusters
  Score: Raw -1042657.406597 + Penalty 3004.541085 = -1039652.865513
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96176.410000 sec): 2 clusters
  Score: Raw -533279.913936 + Penalty 1391.072188 = -531888.841748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96176.620000 sec): 3 clusters
  Score: Raw -530525.199321 + Penalty 2782.144376 = -527743.054945
  nChanged 2132
		SP:Iteration 1F (96176.840000 sec): 3 clusters
  Score: Raw -531674.146825 + Penalty 2782.144376 = -528892.002449
  nChanged 350
		SP:Iteration 2F (96177.060000 sec): 3 clusters
  Score: Raw -531853.346082 + Penalty 2782.144376 = -529071.201706
  nChanged 241
		SP:Iteration 3Q (96177.280000 sec): 3 clusters
  Score: Raw -531961.004394 + Penalty 2782.144376 = -529178.860018
  nChanged 212
		SP:Iteration 4Q (96177.500000 sec): 3 clusters
  Score: Raw -532060.375580 + Penalty 2782.144376 = -529278.231204
  nChanged 153
		SP:Iteration 5Q (96177.700000 sec): 3 clusters
  Score: Raw -532128.567944 + Penalty 2782.144376 = -529346.423568
  nChanged 125
		SP:Iteration 6Q (96177.900000 sec): 3 clusters
  Score: Raw -532198.764741 + Penalty 2782.144376 = -529416.620366
  nChanged 144
		SP:Iteration 7Q (96178.180000 sec): 3 clusters
  Score: Raw -532288.427563 + Penalty 2782.144376 = -529506.283187
  nChanged 170
		SP:Iteration 8Q (96178.400000 sec): 3 clusters
  Score: Raw -532388.226860 + Penalty 2782.144376 = -529606.082484
  nChanged 143
		SP:Iteration 9Q (96178.600000 sec): 3 clusters
  Score: Raw -532471.153929 + Penalty 2782.144376 = -529689.009553
  nChanged 144
		SP:Iteration 10Q (96178.790000 sec): 3 clusters
  Score: Raw -532555.805309 + Penalty 2782.144376 = -529773.660933
  nChanged 156
		SP:Iteration 11Q (96179.020000 sec): 3 clusters
  Score: Raw -532653.352196 + Penalty 2782.144376 = -529871.207820
  nChanged 140
		SP:Iteration 12Q (96179.250000 sec): 3 clusters
  Score: Raw -532743.661150 + Penalty 2782.144376 = -529961.516774
  nChanged 125
		SP:Iteration 13Q (96179.420000 sec): 3 clusters
  Score: Raw -532803.419913 + Penalty 2782.144376 = -530021.275537
  nChanged 108
		SP:Iteration 14Q (96179.670000 sec): 3 clusters
  Score: Raw -532855.010631 + Penalty 2782.144376 = -530072.866255
  nChanged 93
		SP:Iteration 15Q (96179.900000 sec): 3 clusters
  Score: Raw -532902.172513 + Penalty 2782.144376 = -530120.028137
  nChanged 87
		SP:Iteration 16Q (96180.090000 sec): 3 clusters
  Score: Raw -532943.629385 + Penalty 2782.144376 = -530161.485009
  nChanged 77
		SP:Iteration 17Q (96180.320000 sec): 3 clusters
  Score: Raw -532976.169315 + Penalty 2782.144376 = -530194.024939
  nChanged 59
		SP:Iteration 18Q (96180.530000 sec): 3 clusters
  Score: Raw -533002.604123 + Penalty 2782.144376 = -530220.459747
  nChanged 54
		SP:Iteration 19Q (96180.700000 sec): 3 clusters
  Score: Raw -533024.446325 + Penalty 2782.144376 = -530242.301949
  nChanged 52
		SP:Iteration 20F (96180.900000 sec): 3 clusters
  Score: Raw -533047.970145 + Penalty 2782.144376 = -530265.825769
  nChanged 54
		SP:Iteration 21Q (96181.110000 sec): 3 clusters
  Score: Raw -533072.953141 + Penalty 2782.144376 = -530290.808765
  nChanged 56
		SP:Iteration 22Q (96181.340000 sec): 3 clusters
  Score: Raw -533097.699293 + Penalty 2782.144376 = -530315.554917
  nChanged 63
		SP:Iteration 23Q (96181.530000 sec): 3 clusters
  Score: Raw -533127.724829 + Penalty 2782.144376 = -530345.580454
  nChanged 52
		SP:Iteration 24Q (96181.770000 sec): 3 clusters
  Score: Raw -533151.491821 + Penalty 2782.144376 = -530369.347446
  nChanged 46
		SP:Iteration 25Q (96181.970000 sec): 3 clusters
  Score: Raw -533169.961597 + Penalty 2782.144376 = -530387.817221
  nChanged 48
		SP:Iteration 26Q (96182.170000 sec): 3 clusters
  Score: Raw -533190.691198 + Penalty 2782.144376 = -530408.546822
  nChanged 44
		SP:Iteration 27Q (96182.400000 sec): 3 clusters
  Score: Raw -533211.876496 + Penalty 2782.144376 = -530429.732120
  nChanged 37
		SP:Iteration 28Q (96182.600000 sec): 3 clusters
  Score: Raw -533233.195238 + Penalty 2782.144376 = -530451.050863
  nChanged 40
		SP:Iteration 29Q (96182.820000 sec): 3 clusters
  Score: Raw -533251.097926 + Penalty 2782.144376 = -530468.953551
  nChanged 37
		SP:Iteration 30Q (96183.010000 sec): 3 clusters
  Score: Raw -533268.327281 + Penalty 2782.144376 = -530486.182905
  nChanged 35
		SP:Iteration 31Q (96183.200000 sec): 3 clusters
  Score: Raw -533285.433062 + Penalty 2782.144376 = -530503.288686
  nChanged 29
		SP:Iteration 32Q (96183.410000 sec): 3 clusters
  Score: Raw -533301.069210 + Penalty 2782.144376 = -530518.924835
  nChanged 34
		SP:Iteration 33Q (96183.640000 sec): 3 clusters
  Score: Raw -533319.179791 + Penalty 2782.144376 = -530537.035415
  nChanged 28
		SP:Iteration 34Q (96183.850000 sec): 3 clusters
  Score: Raw -533331.152076 + Penalty 2782.144376 = -530549.007700
  nChanged 28
		SP:Iteration 35Q (96184.040000 sec): 3 clusters
  Score: Raw -533345.313093 + Penalty 2782.144376 = -530563.168717
  nChanged 32
		SP:Iteration 36Q (96184.260000 sec): 3 clusters
  Score: Raw -533360.836801 + Penalty 2782.144376 = -530578.692425
  nChanged 28
		SP:Iteration 37Q (96184.480000 sec): 3 clusters
  Score: Raw -533378.654371 + Penalty 2782.144376 = -530596.509995
  nChanged 32
		SP:Iteration 38Q (96184.720000 sec): 3 clusters
  Score: Raw -533395.601912 + Penalty 2782.144376 = -530613.457536
  nChanged 27
		SP:Iteration 39Q (96184.900000 sec): 3 clusters
  Score: Raw -533408.921408 + Penalty 2782.144376 = -530626.777032
  nChanged 17
		SP:Iteration 40F (96185.120000 sec): 3 clusters
  Score: Raw -533417.469204 + Penalty 2782.144376 = -530635.324828
  nChanged 18
		SP:Iteration 41Q (96185.290000 sec): 3 clusters
  Score: Raw -533425.211143 + Penalty 2782.144376 = -530643.066768
  nChanged 13
		SP:Iteration 42Q (96185.500000 sec): 3 clusters
  Score: Raw -533430.089376 + Penalty 2782.144376 = -530647.945000
  nChanged 10
		SP:Iteration 43Q (96185.700000 sec): 3 clusters
  Score: Raw -533436.692378 + Penalty 2782.144376 = -530654.548002
  nChanged 10
		SP:Iteration 44Q (96185.940000 sec): 3 clusters
  Score: Raw -533442.623228 + Penalty 2782.144376 = -530660.478852
  nChanged 10
		SP:Iteration 45Q (96186.180000 sec): 3 clusters
  Score: Raw -533447.523248 + Penalty 2782.144376 = -530665.378872
  nChanged 13
		SP:Iteration 46Q (96186.380000 sec): 3 clusters
  Score: Raw -533455.173458 + Penalty 2782.144376 = -530673.029082
  nChanged 11
		SP:Iteration 47Q (96186.600000 sec): 3 clusters
  Score: Raw -533460.902699 + Penalty 2782.144376 = -530678.758323
  nChanged 10
		SP:Iteration 48Q (96186.800000 sec): 3 clusters
  Score: Raw -533467.465524 + Penalty 2782.144376 = -530685.321148
  nChanged 10
		SP:Iteration 49Q (96187.010000 sec): 3 clusters
  Score: Raw -533474.422042 + Penalty 2782.144376 = -530692.277666
  nChanged 11
		SP:Iteration 50Q (96187.220000 sec): 3 clusters
  Score: Raw -533480.591773 + Penalty 2782.144376 = -530698.447397
  nChanged 13
		SP:Iteration 51Q (96187.460000 sec): 3 clusters
  Score: Raw -533488.444661 + Penalty 2782.144376 = -530706.300285
  nChanged 15
		SP:Iteration 52Q (96187.670000 sec): 3 clusters
  Score: Raw -533496.156231 + Penalty 2782.144376 = -530714.011855
  nChanged 9
		SP:Iteration 53Q (96187.890000 sec): 3 clusters
  Score: Raw -533500.647177 + Penalty 2782.144376 = -530718.502802
  nChanged 8
		SP:Iteration 54Q (96188.070000 sec): 3 clusters
  Score: Raw -533503.832269 + Penalty 2782.144376 = -530721.687893
  nChanged 6
		SP:Iteration 55Q (96188.260000 sec): 3 clusters
  Score: Raw -533505.826954 + Penalty 2782.144376 = -530723.682578
  nChanged 1
		SP:Iteration 56Q (96188.490000 sec): 3 clusters
  Score: Raw -533506.301631 + Penalty 2782.144376 = -530724.157255
  nChanged 1
		SP:Iteration 57Q (96188.710000 sec): 3 clusters
  Score: Raw -533507.051663 + Penalty 2782.144376 = -530724.907287
  nChanged 4
		SP:Iteration 58Q (96188.910000 sec): 3 clusters
  Score: Raw -533510.470725 + Penalty 2782.144376 = -530728.326349
  nChanged 3
		SP:Iteration 59Q (96189.080000 sec): 3 clusters
  Score: Raw -533511.410700 + Penalty 2782.144376 = -530729.266324
  nChanged 2
		SP:Iteration 60F (96189.290000 sec): 3 clusters
  Score: Raw -533512.308319 + Penalty 2782.144376 = -530730.163943
  nChanged 2
		SP:Iteration 61Q (96189.500000 sec): 3 clusters
  Score: Raw -533513.576806 + Penalty 2782.144376 = -530731.432430
  nChanged 4
		SP:Iteration 62Q (96189.700000 sec): 3 clusters
  Score: Raw -533515.071021 + Penalty 2782.144376 = -530732.926646
  nChanged 1
		SP:Iteration 63Q (96189.870000 sec): 3 clusters
  Score: Raw -533515.470016 + Penalty 2782.144376 = -530733.325640
  nChanged 0
		SP:Iteration 64F (96190.070000 sec): 3 clusters
  Score: Raw -533515.470016 + Penalty 2782.144376 = -530733.325640
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2699 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96190.190000 sec): 2 clusters
  Score: Raw -270370.478517 + Penalty 1283.853450 = -269086.625068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96190.460000 sec): 3 clusters
  Score: Raw -269157.947801 + Penalty 2567.706899 = -266590.240901
  nChanged 1012
		SP:Iteration 1F (96190.620000 sec): 3 clusters
  Score: Raw -269778.237884 + Penalty 2567.706899 = -267210.530985
  nChanged 228
		SP:Iteration 2F (96190.830000 sec): 3 clusters
  Score: Raw -269986.046419 + Penalty 2567.706899 = -267418.339520
  nChanged 210
		SP:Iteration 3F (96191.060000 sec): 3 clusters
  Score: Raw -270250.396675 + Penalty 2567.706899 = -267682.689776
  nChanged 212
		SP:Iteration 4F (96191.220000 sec): 3 clusters
  Score: Raw -270554.969939 + Penalty 2567.706899 = -267987.263040
  nChanged 229
		SP:Iteration 5F (96191.420000 sec): 3 clusters
  Score: Raw -270877.935615 + Penalty 2567.706899 = -268310.228716
  nChanged 215
		SP:Iteration 6F (96191.610000 sec): 3 clusters
  Score: Raw -271163.558558 + Penalty 2567.706899 = -268595.851659
  nChanged 138
		SP:Iteration 7F (96191.860000 sec): 3 clusters
  Score: Raw -271318.859856 + Penalty 2567.706899 = -268751.152957
  nChanged 86
		SP:Iteration 8Q (96192.020000 sec): 3 clusters
  Score: Raw -271402.765103 + Penalty 2567.706899 = -268835.058204
  nChanged 50
		SP:Iteration 9Q (96192.220000 sec): 3 clusters
  Score: Raw -271432.846538 + Penalty 2567.706899 = -268865.139638
  nChanged 35
		SP:Iteration 10Q (96192.400000 sec): 3 clusters
  Score: Raw -271453.298727 + Penalty 2567.706899 = -268885.591828
  nChanged 20
		SP:Iteration 11Q (96192.590000 sec): 3 clusters
  Score: Raw -271467.088199 + Penalty 2567.706899 = -268899.381300
  nChanged 22
		SP:Iteration 12Q (96192.790000 sec): 3 clusters
  Score: Raw -271480.624515 + Penalty 2567.706899 = -268912.917616
  nChanged 15
		SP:Iteration 13Q (96192.940000 sec): 3 clusters
  Score: Raw -271488.419638 + Penalty 2567.706899 = -268920.712739
  nChanged 9
		SP:Iteration 14Q (96193.150000 sec): 3 clusters
  Score: Raw -271492.560717 + Penalty 2567.706899 = -268924.853817
  nChanged 9
		SP:Iteration 15Q (96193.320000 sec): 3 clusters
  Score: Raw -271495.719038 + Penalty 2567.706899 = -268928.012138
  nChanged 5
		SP:Iteration 16Q (96193.500000 sec): 3 clusters
  Score: Raw -271497.353955 + Penalty 2567.706899 = -268929.647056
  nChanged 3
		SP:Iteration 17Q (96193.660000 sec): 3 clusters
  Score: Raw -271498.556484 + Penalty 2567.706899 = -268930.849584
  nChanged 1
		SP:Iteration 18Q (96193.870000 sec): 3 clusters
  Score: Raw -271499.167680 + Penalty 2567.706899 = -268931.460781
  nChanged 1
		SP:Iteration 19Q (96194.040000 sec): 3 clusters
  Score: Raw -271499.573578 + Penalty 2567.706899 = -268931.866678
  nChanged 1
		SP:Iteration 20F (96194.210000 sec): 3 clusters
  Score: Raw -271499.753735 + Penalty 2567.706899 = -268932.046835
  nChanged 1
		SP:Iteration 21Q (96194.380000 sec): 3 clusters
  Score: Raw -271500.022654 + Penalty 2567.706899 = -268932.315754
  nChanged 2
		SP:Iteration 22Q (96194.580000 sec): 3 clusters
  Score: Raw -271500.752749 + Penalty 2567.706899 = -268933.045850
  nChanged 2
		SP:Iteration 23Q (96194.750000 sec): 3 clusters
  Score: Raw -271501.456743 + Penalty 2567.706899 = -268933.749844
  nChanged 1
		SP:Iteration 24Q (96194.960000 sec): 3 clusters
  Score: Raw -271501.780688 + Penalty 2567.706899 = -268934.073788
  nChanged 3
		SP:Iteration 25Q (96195.150000 sec): 3 clusters
  Score: Raw -271502.839946 + Penalty 2567.706899 = -268935.133047
  nChanged 4
		SP:Iteration 26Q (96195.300000 sec): 3 clusters
  Score: Raw -271503.725481 + Penalty 2567.706899 = -268936.018582
  nChanged 3
		SP:Iteration 27Q (96195.490000 sec): 3 clusters
  Score: Raw -271505.312391 + Penalty 2567.706899 = -268937.605492
  nChanged 5
		SP:Iteration 28Q (96195.690000 sec): 3 clusters
  Score: Raw -271508.145683 + Penalty 2567.706899 = -268940.438784
  nChanged 5
		SP:Iteration 29Q (96195.860000 sec): 3 clusters
  Score: Raw -271512.308943 + Penalty 2567.706899 = -268944.602044
  nChanged 3
		SP:Iteration 30Q (96196.040000 sec): 3 clusters
  Score: Raw -271513.950080 + Penalty 2567.706899 = -268946.243181
  nChanged 2
		SP:Iteration 31Q (96196.220000 sec): 3 clusters
  Score: Raw -271514.364450 + Penalty 2567.706899 = -268946.657551
  nChanged 0
		SP:Iteration 32F (96196.400000 sec): 3 clusters
  Score: Raw -271514.364450 + Penalty 2567.706899 = -268946.657551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96198.080000 sec): 2 clusters
  Score: Raw -43210704.923556 + Penalty 2101.253171 = -43208603.670385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96199.970000 sec): 3 clusters
  Score: Raw -42933052.625433 + Penalty 4202.506341 = -42928850.119092
  nChanged 202070
		SP:Iteration 1F (96201.850000 sec): 3 clusters
  Score: Raw -43056359.786444 + Penalty 4202.506341 = -43052157.280103
  nChanged 12553
		SP:Iteration 2Q (96203.700000 sec): 3 clusters
  Score: Raw -43059776.533747 + Penalty 4202.506341 = -43055574.027406
  nChanged 14821
		SP:Iteration 3Q (96205.560000 sec): 3 clusters
  Score: Raw -43064781.549772 + Penalty 4202.506341 = -43060579.043431
  nChanged 17682
		SP:Iteration 4Q (96207.470000 sec): 3 clusters
  Score: Raw -43072301.853198 + Penalty 4202.506341 = -43068099.346857
  nChanged 21222
		SP:Iteration 5F (96209.370000 sec): 3 clusters
  Score: Raw -43083551.013104 + Penalty 4202.506341 = -43079348.506762
  nChanged 24418
		SP:Iteration 6F (96211.310000 sec): 3 clusters
  Score: Raw -43099155.327362 + Penalty 4202.506341 = -43094952.821020
  nChanged 25957
		SP:Iteration 7F (96213.310000 sec): 3 clusters
  Score: Raw -43117313.480253 + Penalty 4202.506341 = -43113110.973911
  nChanged 24666
		SP:Iteration 8F (96215.260000 sec): 3 clusters
  Score: Raw -43133925.039175 + Penalty 4202.506341 = -43129722.532834
  nChanged 20234
		SP:Iteration 9Q (96217.310000 sec): 3 clusters
  Score: Raw -43145159.543580 + Penalty 4202.506341 = -43140957.037238
  nChanged 14955
		SP:Iteration 10Q (96219.420000 sec): 3 clusters
  Score: Raw -43151763.043807 + Penalty 4202.506341 = -43147560.537466
  nChanged 11360
		SP:Iteration 11Q (96221.460000 sec): 3 clusters
  Score: Raw -43156333.803527 + Penalty 4202.506341 = -43152131.297186
  nChanged 9672
		SP:Iteration 12Q (96223.170000 sec): 3 clusters
  Score: Raw -43160317.597197 + Penalty 4202.506341 = -43156115.090855
  nChanged 9394
		SP:Iteration 13Q (96224.960000 sec): 3 clusters
  Score: Raw -43164436.409990 + Penalty 4202.506341 = -43160233.903649
  nChanged 9358
		SP:Iteration 14Q (96226.640000 sec): 3 clusters
  Score: Raw -43168902.412208 + Penalty 4202.506341 = -43164699.905867
  nChanged 9377
		SP:Iteration 15Q (96228.280000 sec): 3 clusters
  Score: Raw -43173763.920778 + Penalty 4202.506341 = -43169561.414437
  nChanged 9184
		SP:Iteration 16Q (96230.080000 sec): 3 clusters
  Score: Raw -43178920.973538 + Penalty 4202.506341 = -43174718.467197
  nChanged 8806
		SP:Iteration 17Q (96231.870000 sec): 3 clusters
  Score: Raw -43184319.293143 + Penalty 4202.506341 = -43180116.786801
  nChanged 8138
		SP:Iteration 18Q (96233.790000 sec): 3 clusters
  Score: Raw -43189654.687544 + Penalty 4202.506341 = -43185452.181203
  nChanged 7233
		SP:Iteration 19Q (96235.610000 sec): 3 clusters
  Score: Raw -43194728.439074 + Penalty 4202.506341 = -43190525.932733
  nChanged 6227
		SP:Iteration 20F (96237.460000 sec): 3 clusters
  Score: Raw -43199391.873944 + Penalty 4202.506341 = -43195189.367603
  nChanged 5153
		SP:Iteration 21Q (96239.310000 sec): 3 clusters
  Score: Raw -43203486.281377 + Penalty 4202.506341 = -43199283.775035
  nChanged 3959
		SP:Iteration 22Q (96241.150000 sec): 3 clusters
  Score: Raw -43206677.974103 + Penalty 4202.506341 = -43202475.467761
  nChanged 2612
		SP:Iteration 23Q (96242.930000 sec): 3 clusters
  Score: Raw -43208770.096676 + Penalty 4202.506341 = -43204567.590335
  nChanged 1453
		SP:Iteration 24Q (96244.810000 sec): 3 clusters
  Score: Raw -43209875.950924 + Penalty 4202.506341 = -43205673.444583
  nChanged 679
		SP:Iteration 25Q (96246.610000 sec): 3 clusters
  Score: Raw -43210403.025845 + Penalty 4202.506341 = -43206200.519504
  nChanged 306
		SP:Iteration 26Q (96248.210000 sec): 3 clusters
  Score: Raw -43210656.781164 + Penalty 4202.506341 = -43206454.274822
  nChanged 149
		SP:Iteration 27Q (96249.750000 sec): 3 clusters
  Score: Raw -43210792.515273 + Penalty 4202.506341 = -43206590.008932
  nChanged 72
		SP:Iteration 28Q (96251.410000 sec): 3 clusters
  Score: Raw -43210866.243640 + Penalty 4202.506341 = -43206663.737299
  nChanged 35
		SP:Iteration 29Q (96253.210000 sec): 3 clusters
  Score: Raw -43210903.883683 + Penalty 4202.506341 = -43206701.377342
  nChanged 19
		SP:Iteration 30Q (96254.920000 sec): 3 clusters
  Score: Raw -43210919.490508 + Penalty 4202.506341 = -43206716.984167
  nChanged 12
		SP:Iteration 31Q (96256.480000 sec): 3 clusters
  Score: Raw -43210931.919226 + Penalty 4202.506341 = -43206729.412884
  nChanged 13
		SP:Iteration 32Q (96258.150000 sec): 3 clusters
  Score: Raw -43210944.903450 + Penalty 4202.506341 = -43206742.397109
  nChanged 4
		SP:Iteration 33Q (96259.850000 sec): 3 clusters
  Score: Raw -43210948.539334 + Penalty 4202.506341 = -43206746.032993
  nChanged 4
		SP:Iteration 34Q (96261.420000 sec): 3 clusters
  Score: Raw -43210951.581257 + Penalty 4202.506341 = -43206749.074916
  nChanged 3
		SP:Iteration 35Q (96263.030000 sec): 3 clusters
  Score: Raw -43210954.838065 + Penalty 4202.506341 = -43206752.331723
  nChanged 2
		SP:Iteration 36Q (96264.790000 sec): 3 clusters
  Score: Raw -43210957.891224 + Penalty 4202.506341 = -43206755.384882
  nChanged 4
		SP:Iteration 37Q (96266.590000 sec): 3 clusters
  Score: Raw -43210959.861535 + Penalty 4202.506341 = -43206757.355194
  nChanged 0
		SP:Iteration 38F (96268.480000 sec): 3 clusters
  Score: Raw -43210959.861535 + Penalty 4202.506341 = -43206757.355194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96268.890000 sec): 2 clusters
  Score: Raw -2507075.092459 + Penalty 1634.802056 = -2505440.290403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96269.200000 sec): 3 clusters
  Score: Raw -2492940.313872 + Penalty 3269.604113 = -2489670.709760
  nChanged 10635
		SP:Iteration 1F (96269.510000 sec): 3 clusters
  Score: Raw -2499050.098461 + Penalty 3269.604113 = -2495780.494348
  nChanged 1396
		SP:Iteration 2F (96269.780000 sec): 3 clusters
  Score: Raw -2499693.018641 + Penalty 3269.604113 = -2496423.414529
  nChanged 1439
		SP:Iteration 3F (96270.080000 sec): 3 clusters
  Score: Raw -2500474.737977 + Penalty 3269.604113 = -2497205.133864
  nChanged 1619
		SP:Iteration 4F (96270.380000 sec): 3 clusters
  Score: Raw -2501417.960784 + Penalty 3269.604113 = -2498148.356672
  nChanged 1516
		SP:Iteration 5F (96270.670000 sec): 3 clusters
  Score: Raw -2502326.387848 + Penalty 3269.604113 = -2499056.783736
  nChanged 1360
		SP:Iteration 6F (96270.910000 sec): 3 clusters
  Score: Raw -2503107.026590 + Penalty 3269.604113 = -2499837.422478
  nChanged 1144
		SP:Iteration 7Q (96271.220000 sec): 3 clusters
  Score: Raw -2503784.123982 + Penalty 3269.604113 = -2500514.519869
  nChanged 1001
		SP:Iteration 8Q (96271.510000 sec): 3 clusters
  Score: Raw -2504422.827204 + Penalty 3269.604113 = -2501153.223091
  nChanged 913
		SP:Iteration 9Q (96271.800000 sec): 3 clusters
  Score: Raw -2505035.404329 + Penalty 3269.604113 = -2501765.800216
  nChanged 791
		SP:Iteration 10Q (96272.120000 sec): 3 clusters
  Score: Raw -2505590.084609 + Penalty 3269.604113 = -2502320.480497
  nChanged 644
		SP:Iteration 11Q (96272.410000 sec): 3 clusters
  Score: Raw -2506064.475958 + Penalty 3269.604113 = -2502794.871845
  nChanged 520
		SP:Iteration 12Q (96272.720000 sec): 3 clusters
  Score: Raw -2506459.406103 + Penalty 3269.604113 = -2503189.801990
  nChanged 356
		SP:Iteration 13Q (96273.020000 sec): 3 clusters
  Score: Raw -2506748.168212 + Penalty 3269.604113 = -2503478.564100
  nChanged 235
		SP:Iteration 14Q (96273.330000 sec): 3 clusters
  Score: Raw -2506944.029006 + Penalty 3269.604113 = -2503674.424893
  nChanged 149
		SP:Iteration 15Q (96273.620000 sec): 3 clusters
  Score: Raw -2507073.842983 + Penalty 3269.604113 = -2503804.238871
  nChanged 96
		SP:Iteration 16Q (96273.930000 sec): 3 clusters
  Score: Raw -2507154.232720 + Penalty 3269.604113 = -2503884.628608
  nChanged 52
		SP:Iteration 17Q (96274.180000 sec): 3 clusters
  Score: Raw -2507196.128871 + Penalty 3269.604113 = -2503926.524758
  nChanged 37
		SP:Iteration 18Q (96274.440000 sec): 3 clusters
  Score: Raw -2507233.024080 + Penalty 3269.604113 = -2503963.419968
  nChanged 35
		SP:Iteration 19Q (96274.750000 sec): 3 clusters
  Score: Raw -2507267.258862 + Penalty 3269.604113 = -2503997.654750
  nChanged 27
		SP:Iteration 20F (96275.050000 sec): 3 clusters
  Score: Raw -2507291.087270 + Penalty 3269.604113 = -2504021.483157
  nChanged 17
		SP:Iteration 21Q (96275.320000 sec): 3 clusters
  Score: Raw -2507301.753871 + Penalty 3269.604113 = -2504032.149759
  nChanged 10
		SP:Iteration 22Q (96275.590000 sec): 3 clusters
  Score: Raw -2507310.283548 + Penalty 3269.604113 = -2504040.679436
  nChanged 10
		SP:Iteration 23Q (96275.890000 sec): 3 clusters
  Score: Raw -2507322.723597 + Penalty 3269.604113 = -2504053.119485
  nChanged 12
		SP:Iteration 24Q (96276.130000 sec): 3 clusters
  Score: Raw -2507334.335103 + Penalty 3269.604113 = -2504064.730991
  nChanged 10
		SP:Iteration 25Q (96276.460000 sec): 3 clusters
  Score: Raw -2507342.171939 + Penalty 3269.604113 = -2504072.567826
  nChanged 8
		SP:Iteration 26Q (96276.750000 sec): 3 clusters
  Score: Raw -2507350.001874 + Penalty 3269.604113 = -2504080.397762
  nChanged 4
		SP:Iteration 27Q (96277.010000 sec): 3 clusters
  Score: Raw -2507352.875725 + Penalty 3269.604113 = -2504083.271612
  nChanged 2
		SP:Iteration 28Q (96277.320000 sec): 3 clusters
  Score: Raw -2507354.027299 + Penalty 3269.604113 = -2504084.423187
  nChanged 0
		SP:Iteration 29F (96277.610000 sec): 3 clusters
  Score: Raw -2507354.027299 + Penalty 3269.604113 = -2504084.423187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96277.850000 sec): 2 clusters
  Score: Raw -2140275.724382 + Penalty 1622.648343 = -2138653.076039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96278.130000 sec): 3 clusters
  Score: Raw -2127164.704632 + Penalty 3245.296685 = -2123919.407947
  nChanged 9874
		SP:Iteration 1F (96278.410000 sec): 3 clusters
  Score: Raw -2132700.756810 + Penalty 3245.296685 = -2129455.460125
  nChanged 1309
		SP:Iteration 2F (96278.660000 sec): 3 clusters
  Score: Raw -2133317.999784 + Penalty 3245.296685 = -2130072.703098
  nChanged 1222
		SP:Iteration 3F (96278.950000 sec): 3 clusters
  Score: Raw -2133902.708169 + Penalty 3245.296685 = -2130657.411483
  nChanged 1131
		SP:Iteration 4F (96279.270000 sec): 3 clusters
  Score: Raw -2134380.055522 + Penalty 3245.296685 = -2131134.758836
  nChanged 1015
		SP:Iteration 5Q (96279.550000 sec): 3 clusters
  Score: Raw -2134816.771336 + Penalty 3245.296685 = -2131571.474650
  nChanged 979
		SP:Iteration 6Q (96279.890000 sec): 3 clusters
  Score: Raw -2135261.181721 + Penalty 3245.296685 = -2132015.885036
  nChanged 917
		SP:Iteration 7Q (96280.190000 sec): 3 clusters
  Score: Raw -2135690.397119 + Penalty 3245.296685 = -2132445.100434
  nChanged 896
		SP:Iteration 8Q (96280.460000 sec): 3 clusters
  Score: Raw -2136079.331959 + Penalty 3245.296685 = -2132834.035274
  nChanged 815
		SP:Iteration 9Q (96280.730000 sec): 3 clusters
  Score: Raw -2136416.984863 + Penalty 3245.296685 = -2133171.688177
  nChanged 755
		SP:Iteration 10Q (96281.030000 sec): 3 clusters
  Score: Raw -2136751.338794 + Penalty 3245.296685 = -2133506.042109
  nChanged 700
		SP:Iteration 11Q (96281.330000 sec): 3 clusters
  Score: Raw -2137064.572497 + Penalty 3245.296685 = -2133819.275812
  nChanged 664
		SP:Iteration 12Q (96281.590000 sec): 3 clusters
  Score: Raw -2137350.239830 + Penalty 3245.296685 = -2134104.943145
  nChanged 603
		SP:Iteration 13Q (96281.950000 sec): 3 clusters
  Score: Raw -2137602.124908 + Penalty 3245.296685 = -2134356.828222
  nChanged 515
		SP:Iteration 14Q (96282.230000 sec): 3 clusters
  Score: Raw -2137788.331234 + Penalty 3245.296685 = -2134543.034549
  nChanged 448
		SP:Iteration 15Q (96282.520000 sec): 3 clusters
  Score: Raw -2137922.738374 + Penalty 3245.296685 = -2134677.441689
  nChanged 332
		SP:Iteration 16Q (96282.820000 sec): 3 clusters
  Score: Raw -2138012.459141 + Penalty 3245.296685 = -2134767.162456
  nChanged 286
		SP:Iteration 17Q (96283.110000 sec): 3 clusters
  Score: Raw -2138084.876595 + Penalty 3245.296685 = -2134839.579909
  nChanged 237
		SP:Iteration 18Q (96283.410000 sec): 3 clusters
  Score: Raw -2138140.882214 + Penalty 3245.296685 = -2134895.585529
  nChanged 215
		SP:Iteration 19Q (96283.730000 sec): 3 clusters
  Score: Raw -2138190.636304 + Penalty 3245.296685 = -2134945.339618
  nChanged 223
		SP:Iteration 20F (96284.070000 sec): 3 clusters
  Score: Raw -2138248.776930 + Penalty 3245.296685 = -2135003.480245
  nChanged 235
		SP:Iteration 21Q (96284.430000 sec): 3 clusters
  Score: Raw -2138315.165738 + Penalty 3245.296685 = -2135069.869052
  nChanged 242
		SP:Iteration 22Q (96284.740000 sec): 3 clusters
  Score: Raw -2138381.097818 + Penalty 3245.296685 = -2135135.801133
  nChanged 266
		SP:Iteration 23Q (96285.030000 sec): 3 clusters
  Score: Raw -2138449.645161 + Penalty 3245.296685 = -2135204.348475
  nChanged 229
		SP:Iteration 24Q (96285.390000 sec): 3 clusters
  Score: Raw -2138504.335108 + Penalty 3245.296685 = -2135259.038423
  nChanged 217
		SP:Iteration 25Q (96285.690000 sec): 3 clusters
  Score: Raw -2138553.345899 + Penalty 3245.296685 = -2135308.049214
  nChanged 230
		SP:Iteration 26Q (96285.950000 sec): 3 clusters
  Score: Raw -2138612.706947 + Penalty 3245.296685 = -2135367.410261
  nChanged 266
		SP:Iteration 27Q (96286.200000 sec): 3 clusters
  Score: Raw -2138692.432326 + Penalty 3245.296685 = -2135447.135640
  nChanged 288
		SP:Iteration 28Q (96286.460000 sec): 3 clusters
  Score: Raw -2138793.282669 + Penalty 3245.296685 = -2135547.985984
  nChanged 306
		SP:Iteration 29Q (96286.770000 sec): 3 clusters
  Score: Raw -2138907.922674 + Penalty 3245.296685 = -2135662.625988
  nChanged 320
		SP:Iteration 30Q (96287.020000 sec): 3 clusters
  Score: Raw -2139029.617485 + Penalty 3245.296685 = -2135784.320799
  nChanged 318
		SP:Iteration 31Q (96287.350000 sec): 3 clusters
  Score: Raw -2139153.615051 + Penalty 3245.296685 = -2135908.318365
  nChanged 341
		SP:Iteration 32Q (96287.610000 sec): 3 clusters
  Score: Raw -2139294.259130 + Penalty 3245.296685 = -2136048.962444
  nChanged 354
		SP:Iteration 33Q (96287.860000 sec): 3 clusters
  Score: Raw -2139462.259711 + Penalty 3245.296685 = -2136216.963025
  nChanged 365
		SP:Iteration 34Q (96288.170000 sec): 3 clusters
  Score: Raw -2139642.164253 + Penalty 3245.296685 = -2136396.867568
  nChanged 381
		SP:Iteration 35Q (96288.460000 sec): 3 clusters
  Score: Raw -2139848.040304 + Penalty 3245.296685 = -2136602.743618
  nChanged 364
		SP:Iteration 36Q (96288.750000 sec): 3 clusters
  Score: Raw -2140048.446323 + Penalty 3245.296685 = -2136803.149638
  nChanged 360
		SP:Iteration 37Q (96289.030000 sec): 3 clusters
  Score: Raw -2140272.170528 + Penalty 3245.296685 = -2137026.873843
  nChanged 351
		SP:Iteration 38Q (96289.380000 sec): 3 clusters
  Score: Raw -2140507.151285 + Penalty 3245.296685 = -2137261.854599
  nChanged 319
		SP:Iteration 39Q (96289.660000 sec): 3 clusters
  Score: Raw -2140748.231685 + Penalty 3245.296685 = -2137502.934999
  nChanged 268
		SP:Iteration 40F (96289.980000 sec): 3 clusters
  Score: Raw -2140978.043146 + Penalty 3245.296685 = -2137732.746461
  nChanged 210
		SP:Iteration 41Q (96290.280000 sec): 3 clusters
  Score: Raw -2141146.736326 + Penalty 3245.296685 = -2137901.439641
  nChanged 171
		SP:Iteration 42Q (96290.580000 sec): 3 clusters
  Score: Raw -2141261.501549 + Penalty 3245.296685 = -2138016.204863
  nChanged 121
		SP:Iteration 43Q (96290.870000 sec): 3 clusters
  Score: Raw -2141345.742955 + Penalty 3245.296685 = -2138100.446269
  nChanged 104
		SP:Iteration 44Q (96291.140000 sec): 3 clusters
  Score: Raw -2141399.389882 + Penalty 3245.296685 = -2138154.093197
  nChanged 68
		SP:Iteration 45Q (96291.460000 sec): 3 clusters
  Score: Raw -2141426.491652 + Penalty 3245.296685 = -2138181.194966
  nChanged 55
		SP:Iteration 46Q (96291.730000 sec): 3 clusters
  Score: Raw -2141447.392297 + Penalty 3245.296685 = -2138202.095612
  nChanged 35
		SP:Iteration 47Q (96292.050000 sec): 3 clusters
  Score: Raw -2141457.334267 + Penalty 3245.296685 = -2138212.037582
  nChanged 29
		SP:Iteration 48Q (96292.370000 sec): 3 clusters
  Score: Raw -2141464.782188 + Penalty 3245.296685 = -2138219.485502
  nChanged 20
		SP:Iteration 49Q (96292.640000 sec): 3 clusters
  Score: Raw -2141470.231391 + Penalty 3245.296685 = -2138224.934706
  nChanged 20
		SP:Iteration 50Q (96292.960000 sec): 3 clusters
  Score: Raw -2141474.017520 + Penalty 3245.296685 = -2138228.720834
  nChanged 12
		SP:Iteration 51Q (96293.330000 sec): 3 clusters
  Score: Raw -2141476.730077 + Penalty 3245.296685 = -2138231.433392
  nChanged 14
		SP:Iteration 52Q (96293.670000 sec): 3 clusters
  Score: Raw -2141480.329982 + Penalty 3245.296685 = -2138235.033296
  nChanged 10
		SP:Iteration 53Q (96293.930000 sec): 3 clusters
  Score: Raw -2141482.299788 + Penalty 3245.296685 = -2138237.003102
  nChanged 8
		SP:Iteration 54Q (96294.310000 sec): 3 clusters
  Score: Raw -2141483.839823 + Penalty 3245.296685 = -2138238.543137
  nChanged 8
		SP:Iteration 55Q (96294.630000 sec): 3 clusters
  Score: Raw -2141485.133298 + Penalty 3245.296685 = -2138239.836613
  nChanged 6
		SP:Iteration 56Q (96294.920000 sec): 3 clusters
  Score: Raw -2141486.403352 + Penalty 3245.296685 = -2138241.106667
  nChanged 8
		SP:Iteration 57Q (96295.210000 sec): 3 clusters
  Score: Raw -2141488.306173 + Penalty 3245.296685 = -2138243.009488
  nChanged 6
		SP:Iteration 58Q (96295.490000 sec): 3 clusters
  Score: Raw -2141489.879489 + Penalty 3245.296685 = -2138244.582803
  nChanged 6
		SP:Iteration 59Q (96295.810000 sec): 3 clusters
  Score: Raw -2141491.057965 + Penalty 3245.296685 = -2138245.761279
  nChanged 3
		SP:Iteration 60F (96296.070000 sec): 3 clusters
  Score: Raw -2141491.602029 + Penalty 3245.296685 = -2138246.305344
  nChanged 3
		SP:Iteration 61Q (96296.410000 sec): 3 clusters
  Score: Raw -2141492.230509 + Penalty 3245.296685 = -2138246.933824
  nChanged 3
		SP:Iteration 62Q (96296.750000 sec): 3 clusters
  Score: Raw -2141492.824024 + Penalty 3245.296685 = -2138247.527338
  nChanged 5
		SP:Iteration 63Q (96297.050000 sec): 3 clusters
  Score: Raw -2141493.560253 + Penalty 3245.296685 = -2138248.263568
  nChanged 3
		SP:Iteration 64Q (96297.330000 sec): 3 clusters
  Score: Raw -2141495.282353 + Penalty 3245.296685 = -2138249.985667
  nChanged 8
		SP:Iteration 65Q (96297.640000 sec): 3 clusters
  Score: Raw -2141497.753752 + Penalty 3245.296685 = -2138252.457066
  nChanged 9
		SP:Iteration 66Q (96297.970000 sec): 3 clusters
  Score: Raw -2141500.054112 + Penalty 3245.296685 = -2138254.757427
  nChanged 7
		SP:Iteration 67Q (96298.210000 sec): 3 clusters
  Score: Raw -2141502.069852 + Penalty 3245.296685 = -2138256.773166
  nChanged 4
		SP:Iteration 68Q (96298.480000 sec): 3 clusters
  Score: Raw -2141503.355218 + Penalty 3245.296685 = -2138258.058532
  nChanged 4
		SP:Iteration 69Q (96298.730000 sec): 3 clusters
  Score: Raw -2141503.786098 + Penalty 3245.296685 = -2138258.489412
  nChanged 2
		SP:Iteration 70Q (96299.010000 sec): 3 clusters
  Score: Raw -2141504.132110 + Penalty 3245.296685 = -2138258.835425
  nChanged 2
		SP:Iteration 71Q (96299.280000 sec): 3 clusters
  Score: Raw -2141504.670259 + Penalty 3245.296685 = -2138259.373574
  nChanged 4
		SP:Iteration 72Q (96299.520000 sec): 3 clusters
  Score: Raw -2141505.284636 + Penalty 3245.296685 = -2138259.987950
  nChanged 3
		SP:Iteration 73Q (96299.770000 sec): 3 clusters
  Score: Raw -2141506.563383 + Penalty 3245.296685 = -2138261.266697
  nChanged 3
		SP:Iteration 74Q (96300.020000 sec): 3 clusters
  Score: Raw -2141507.314155 + Penalty 3245.296685 = -2138262.017469
  nChanged 3
		SP:Iteration 75Q (96300.250000 sec): 3 clusters
  Score: Raw -2141507.845350 + Penalty 3245.296685 = -2138262.548664
  nChanged 0
		SP:Iteration 76F (96300.500000 sec): 3 clusters
  Score: Raw -2141507.845350 + Penalty 3245.296685 = -2138262.548664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96300.630000 sec): 2 clusters
  Score: Raw -374370.925641 + Penalty 1344.831421 = -373026.094219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96300.840000 sec): 3 clusters
  Score: Raw -372438.962890 + Penalty 2689.662843 = -369749.300048
  nChanged 1555
		SP:Iteration 1F (96301.030000 sec): 3 clusters
  Score: Raw -373412.986047 + Penalty 2689.662843 = -370723.323204
  nChanged 308
		SP:Iteration 2F (96301.260000 sec): 3 clusters
  Score: Raw -373624.610603 + Penalty 2689.662843 = -370934.947760
  nChanged 245
		SP:Iteration 3F (96301.410000 sec): 3 clusters
  Score: Raw -373795.774456 + Penalty 2689.662843 = -371106.111613
  nChanged 196
		SP:Iteration 4Q (96301.640000 sec): 3 clusters
  Score: Raw -373924.643252 + Penalty 2689.662843 = -371234.980410
  nChanged 163
		SP:Iteration 5Q (96301.850000 sec): 3 clusters
  Score: Raw -374021.532441 + Penalty 2689.662843 = -371331.869598
  nChanged 135
		SP:Iteration 6Q (96302.030000 sec): 3 clusters
  Score: Raw -374114.560841 + Penalty 2689.662843 = -371424.897999
  nChanged 146
		SP:Iteration 7Q (96302.310000 sec): 3 clusters
  Score: Raw -374220.958278 + Penalty 2689.662843 = -371531.295436
  nChanged 132
		SP:Iteration 8Q (96302.500000 sec): 3 clusters
  Score: Raw -374341.368389 + Penalty 2689.662843 = -371651.705546
  nChanged 123
		SP:Iteration 9Q (96302.710000 sec): 3 clusters
  Score: Raw -374441.965180 + Penalty 2689.662843 = -371752.302337
  nChanged 122
		SP:Iteration 10Q (96302.910000 sec): 3 clusters
  Score: Raw -374560.305535 + Penalty 2689.662843 = -371870.642693
  nChanged 118
		SP:Iteration 11Q (96303.100000 sec): 3 clusters
  Score: Raw -374652.929385 + Penalty 2689.662843 = -371963.266543
  nChanged 116
		SP:Iteration 12Q (96303.300000 sec): 3 clusters
  Score: Raw -374735.758808 + Penalty 2689.662843 = -372046.095965
  nChanged 101
		SP:Iteration 13Q (96303.520000 sec): 3 clusters
  Score: Raw -374798.809937 + Penalty 2689.662843 = -372109.147095
  nChanged 87
		SP:Iteration 14Q (96303.720000 sec): 3 clusters
  Score: Raw -374849.706607 + Penalty 2689.662843 = -372160.043764
  nChanged 76
		SP:Iteration 15Q (96303.920000 sec): 3 clusters
  Score: Raw -374894.995481 + Penalty 2689.662843 = -372205.332638
  nChanged 65
		SP:Iteration 16Q (96304.210000 sec): 3 clusters
  Score: Raw -374930.874203 + Penalty 2689.662843 = -372241.211360
  nChanged 62
		SP:Iteration 17Q (96304.400000 sec): 3 clusters
  Score: Raw -374961.100709 + Penalty 2689.662843 = -372271.437866
  nChanged 60
		SP:Iteration 18Q (96304.620000 sec): 3 clusters
  Score: Raw -374989.313693 + Penalty 2689.662843 = -372299.650851
  nChanged 48
		SP:Iteration 19Q (96304.780000 sec): 3 clusters
  Score: Raw -375015.486167 + Penalty 2689.662843 = -372325.823324
  nChanged 59
		SP:Iteration 20F (96304.970000 sec): 3 clusters
  Score: Raw -375044.360043 + Penalty 2689.662843 = -372354.697200
  nChanged 55
		SP:Iteration 21Q (96305.180000 sec): 3 clusters
  Score: Raw -375066.932583 + Penalty 2689.662843 = -372377.269740
  nChanged 42
		SP:Iteration 22Q (96305.440000 sec): 3 clusters
  Score: Raw -375079.940761 + Penalty 2689.662843 = -372390.277918
  nChanged 30
		SP:Iteration 23Q (96305.610000 sec): 3 clusters
  Score: Raw -375090.349968 + Penalty 2689.662843 = -372400.687126
  nChanged 22
		SP:Iteration 24Q (96305.840000 sec): 3 clusters
  Score: Raw -375097.503133 + Penalty 2689.662843 = -372407.840290
  nChanged 15
		SP:Iteration 25Q (96306.070000 sec): 3 clusters
  Score: Raw -375100.961149 + Penalty 2689.662843 = -372411.298307
  nChanged 7
		SP:Iteration 26Q (96306.220000 sec): 3 clusters
  Score: Raw -375103.129410 + Penalty 2689.662843 = -372413.466567
  nChanged 8
		SP:Iteration 27Q (96306.440000 sec): 3 clusters
  Score: Raw -375105.401320 + Penalty 2689.662843 = -372415.738478
  nChanged 6
		SP:Iteration 28Q (96306.690000 sec): 3 clusters
  Score: Raw -375106.361773 + Penalty 2689.662843 = -372416.698931
  nChanged 4
		SP:Iteration 29Q (96306.850000 sec): 3 clusters
  Score: Raw -375107.326721 + Penalty 2689.662843 = -372417.663878
  nChanged 1
		SP:Iteration 30Q (96307.040000 sec): 3 clusters
  Score: Raw -375107.433750 + Penalty 2689.662843 = -372417.770908
  nChanged 0
		SP:Iteration 31F (96307.250000 sec): 3 clusters
  Score: Raw -375107.433750 + Penalty 2689.662843 = -372417.770908
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96307.350000 sec): 2 clusters
  Score: Raw -728690.535681 + Penalty 1445.762265 = -727244.773416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96307.580000 sec): 3 clusters
  Score: Raw -724755.282509 + Penalty 2891.524530 = -721863.757979
  nChanged 3053
		SP:Iteration 1F (96307.800000 sec): 3 clusters
  Score: Raw -726387.102897 + Penalty 2891.524530 = -723495.578367
  nChanged 517
		SP:Iteration 2F (96308.030000 sec): 3 clusters
  Score: Raw -726657.861222 + Penalty 2891.524530 = -723766.336692
  nChanged 403
		SP:Iteration 3F (96308.210000 sec): 3 clusters
  Score: Raw -726841.133524 + Penalty 2891.524530 = -723949.608994
  nChanged 334
		SP:Iteration 4Q (96308.420000 sec): 3 clusters
  Score: Raw -727009.645848 + Penalty 2891.524530 = -724118.121318
  nChanged 302
		SP:Iteration 5Q (96308.650000 sec): 3 clusters
  Score: Raw -727169.547617 + Penalty 2891.524530 = -724278.023087
  nChanged 333
		SP:Iteration 6Q (96308.840000 sec): 3 clusters
  Score: Raw -727363.627472 + Penalty 2891.524530 = -724472.102942
  nChanged 338
		SP:Iteration 7Q (96309.010000 sec): 3 clusters
  Score: Raw -727551.059033 + Penalty 2891.524530 = -724659.534503
  nChanged 309
		SP:Iteration 8Q (96309.230000 sec): 3 clusters
  Score: Raw -727724.362367 + Penalty 2891.524530 = -724832.837837
  nChanged 294
		SP:Iteration 9Q (96309.470000 sec): 3 clusters
  Score: Raw -727888.971990 + Penalty 2891.524530 = -724997.447461
  nChanged 257
		SP:Iteration 10Q (96309.660000 sec): 3 clusters
  Score: Raw -728043.744798 + Penalty 2891.524530 = -725152.220269
  nChanged 264
		SP:Iteration 11Q (96309.910000 sec): 3 clusters
  Score: Raw -728213.216845 + Penalty 2891.524530 = -725321.692316
  nChanged 248
		SP:Iteration 12Q (96310.160000 sec): 3 clusters
  Score: Raw -728385.217026 + Penalty 2891.524530 = -725493.692497
  nChanged 233
		SP:Iteration 13Q (96310.350000 sec): 3 clusters
  Score: Raw -728527.705875 + Penalty 2891.524530 = -725636.181345
  nChanged 175
		SP:Iteration 14Q (96310.590000 sec): 3 clusters
  Score: Raw -728630.586925 + Penalty 2891.524530 = -725739.062395
  nChanged 144
		SP:Iteration 15Q (96310.790000 sec): 3 clusters
  Score: Raw -728716.692635 + Penalty 2891.524530 = -725825.168106
  nChanged 129
		SP:Iteration 16Q (96310.970000 sec): 3 clusters
  Score: Raw -728786.773263 + Penalty 2891.524530 = -725895.248733
  nChanged 71
		SP:Iteration 17Q (96311.190000 sec): 3 clusters
  Score: Raw -728831.860819 + Penalty 2891.524530 = -725940.336289
  nChanged 62
		SP:Iteration 18Q (96311.450000 sec): 3 clusters
  Score: Raw -728867.736101 + Penalty 2891.524530 = -725976.211571
  nChanged 47
		SP:Iteration 19Q (96311.660000 sec): 3 clusters
  Score: Raw -728896.491806 + Penalty 2891.524530 = -726004.967276
  nChanged 31
		SP:Iteration 20F (96311.910000 sec): 3 clusters
  Score: Raw -728911.883639 + Penalty 2891.524530 = -726020.359109
  nChanged 27
		SP:Iteration 21Q (96312.110000 sec): 3 clusters
  Score: Raw -728927.350757 + Penalty 2891.524530 = -726035.826228
  nChanged 22
		SP:Iteration 22Q (96312.390000 sec): 3 clusters
  Score: Raw -728937.053747 + Penalty 2891.524530 = -726045.529218
  nChanged 16
		SP:Iteration 23Q (96312.660000 sec): 3 clusters
  Score: Raw -728942.504862 + Penalty 2891.524530 = -726050.980333
  nChanged 8
		SP:Iteration 24Q (96312.870000 sec): 3 clusters
  Score: Raw -728946.618873 + Penalty 2891.524530 = -726055.094343
  nChanged 10
		SP:Iteration 25Q (96313.100000 sec): 3 clusters
  Score: Raw -728950.081264 + Penalty 2891.524530 = -726058.556735
  nChanged 10
		SP:Iteration 26Q (96313.330000 sec): 3 clusters
  Score: Raw -728954.102920 + Penalty 2891.524530 = -726062.578391
  nChanged 10
		SP:Iteration 27Q (96313.540000 sec): 3 clusters
  Score: Raw -728956.383793 + Penalty 2891.524530 = -726064.859263
  nChanged 3
		SP:Iteration 28Q (96313.740000 sec): 3 clusters
  Score: Raw -728957.540528 + Penalty 2891.524530 = -726066.015998
  nChanged 2
		SP:Iteration 29Q (96313.950000 sec): 3 clusters
  Score: Raw -728958.267241 + Penalty 2891.524530 = -726066.742712
  nChanged 4
		SP:Iteration 30Q (96314.160000 sec): 3 clusters
  Score: Raw -728959.490486 + Penalty 2891.524530 = -726067.965956
  nChanged 3
		SP:Iteration 31Q (96314.350000 sec): 3 clusters
  Score: Raw -728960.531175 + Penalty 2891.524530 = -726069.006645
  nChanged 1
		SP:Iteration 32Q (96314.550000 sec): 3 clusters
  Score: Raw -728960.726080 + Penalty 2891.524530 = -726069.201551
  nChanged 1
		SP:Iteration 33Q (96314.750000 sec): 3 clusters
  Score: Raw -728960.838279 + Penalty 2891.524530 = -726069.313750
  nChanged 3
		SP:Iteration 34Q (96314.950000 sec): 3 clusters
  Score: Raw -728961.632380 + Penalty 2891.524530 = -726070.107850
  nChanged 1
		SP:Iteration 35Q (96315.140000 sec): 3 clusters
  Score: Raw -728962.150747 + Penalty 2891.524530 = -726070.626218
  nChanged 3
		SP:Iteration 36Q (96315.360000 sec): 3 clusters
  Score: Raw -728964.237060 + Penalty 2891.524530 = -726072.712530
  nChanged 3
		SP:Iteration 37Q (96315.610000 sec): 3 clusters
  Score: Raw -728965.068223 + Penalty 2891.524530 = -726073.543693
  nChanged 0
		SP:Iteration 38F (96315.800000 sec): 3 clusters
  Score: Raw -728965.068223 + Penalty 2891.524530 = -726073.543693
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96315.960000 sec): 2 clusters
  Score: Raw -1522002.331827 + Penalty 1555.686363 = -1520446.645465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96316.210000 sec): 3 clusters
  Score: Raw -1513689.023063 + Penalty 3111.372725 = -1510577.650338
  nChanged 6329
		SP:Iteration 1F (96316.480000 sec): 3 clusters
  Score: Raw -1517126.504781 + Penalty 3111.372725 = -1514015.132055
  nChanged 956
		SP:Iteration 2F (96316.720000 sec): 3 clusters
  Score: Raw -1517635.717394 + Penalty 3111.372725 = -1514524.344669
  nChanged 981
		SP:Iteration 3F (96316.980000 sec): 3 clusters
  Score: Raw -1518214.644173 + Penalty 3111.372725 = -1515103.271448
  nChanged 963
		SP:Iteration 4F (96317.280000 sec): 3 clusters
  Score: Raw -1518832.746434 + Penalty 3111.372725 = -1515721.373709
  nChanged 897
		SP:Iteration 5F (96317.570000 sec): 3 clusters
  Score: Raw -1519403.074488 + Penalty 3111.372725 = -1516291.701763
  nChanged 805
		SP:Iteration 6F (96317.820000 sec): 3 clusters
  Score: Raw -1519921.585346 + Penalty 3111.372725 = -1516810.212620
  nChanged 684
		SP:Iteration 7Q (96318.140000 sec): 3 clusters
  Score: Raw -1520305.198048 + Penalty 3111.372725 = -1517193.825322
  nChanged 494
		SP:Iteration 8Q (96318.340000 sec): 3 clusters
  Score: Raw -1520511.915473 + Penalty 3111.372725 = -1517400.542747
  nChanged 334
		SP:Iteration 9Q (96318.610000 sec): 3 clusters
  Score: Raw -1520623.462955 + Penalty 3111.372725 = -1517512.090230
  nChanged 246
		SP:Iteration 10Q (96318.870000 sec): 3 clusters
  Score: Raw -1520690.516132 + Penalty 3111.372725 = -1517579.143406
  nChanged 163
		SP:Iteration 11Q (96319.110000 sec): 3 clusters
  Score: Raw -1520731.000166 + Penalty 3111.372725 = -1517619.627441
  nChanged 135
		SP:Iteration 12Q (96319.450000 sec): 3 clusters
  Score: Raw -1520759.271479 + Penalty 3111.372725 = -1517647.898754
  nChanged 104
		SP:Iteration 13Q (96319.690000 sec): 3 clusters
  Score: Raw -1520774.545341 + Penalty 3111.372725 = -1517663.172616
  nChanged 67
		SP:Iteration 14Q (96319.960000 sec): 3 clusters
  Score: Raw -1520785.474109 + Penalty 3111.372725 = -1517674.101384
  nChanged 56
		SP:Iteration 15Q (96320.170000 sec): 3 clusters
  Score: Raw -1520793.517272 + Penalty 3111.372725 = -1517682.144546
  nChanged 50
		SP:Iteration 16Q (96320.460000 sec): 3 clusters
  Score: Raw -1520798.959966 + Penalty 3111.372725 = -1517687.587241
  nChanged 25
		SP:Iteration 17Q (96320.700000 sec): 3 clusters
  Score: Raw -1520801.862914 + Penalty 3111.372725 = -1517690.490189
  nChanged 22
		SP:Iteration 18Q (96320.920000 sec): 3 clusters
  Score: Raw -1520804.216383 + Penalty 3111.372725 = -1517692.843658
  nChanged 11
		SP:Iteration 19Q (96321.210000 sec): 3 clusters
  Score: Raw -1520805.379742 + Penalty 3111.372725 = -1517694.007017
  nChanged 9
		SP:Iteration 20F (96321.450000 sec): 3 clusters
  Score: Raw -1520806.123866 + Penalty 3111.372725 = -1517694.751141
  nChanged 17
		SP:Iteration 21Q (96321.690000 sec): 3 clusters
  Score: Raw -1520807.905435 + Penalty 3111.372725 = -1517696.532709
  nChanged 13
		SP:Iteration 22Q (96321.970000 sec): 3 clusters
  Score: Raw -1520809.166603 + Penalty 3111.372725 = -1517697.793878
  nChanged 12
		SP:Iteration 23Q (96322.200000 sec): 3 clusters
  Score: Raw -1520810.374093 + Penalty 3111.372725 = -1517699.001368
  nChanged 7
		SP:Iteration 24Q (96322.480000 sec): 3 clusters
  Score: Raw -1520810.921149 + Penalty 3111.372725 = -1517699.548424
  nChanged 6
		SP:Iteration 25Q (96322.720000 sec): 3 clusters
  Score: Raw -1520811.407119 + Penalty 3111.372725 = -1517700.034394
  nChanged 4
		SP:Iteration 26Q (96322.990000 sec): 3 clusters
  Score: Raw -1520811.861030 + Penalty 3111.372725 = -1517700.488305
  nChanged 7
		SP:Iteration 27Q (96323.230000 sec): 3 clusters
  Score: Raw -1520812.585678 + Penalty 3111.372725 = -1517701.212953
  nChanged 10
		SP:Iteration 28Q (96323.460000 sec): 3 clusters
  Score: Raw -1520813.420061 + Penalty 3111.372725 = -1517702.047336
  nChanged 6
		SP:Iteration 29Q (96323.690000 sec): 3 clusters
  Score: Raw -1520813.959294 + Penalty 3111.372725 = -1517702.586569
  nChanged 5
		SP:Iteration 30Q (96323.980000 sec): 3 clusters
  Score: Raw -1520814.663248 + Penalty 3111.372725 = -1517703.290523
  nChanged 6
		SP:Iteration 31Q (96324.180000 sec): 3 clusters
  Score: Raw -1520815.282285 + Penalty 3111.372725 = -1517703.909560
  nChanged 9
		SP:Iteration 32Q (96324.420000 sec): 3 clusters
  Score: Raw -1520816.140324 + Penalty 3111.372725 = -1517704.767599
  nChanged 7
		SP:Iteration 33Q (96324.660000 sec): 3 clusters
  Score: Raw -1520816.785046 + Penalty 3111.372725 = -1517705.412321
  nChanged 8
		SP:Iteration 34Q (96324.920000 sec): 3 clusters
  Score: Raw -1520817.647622 + Penalty 3111.372725 = -1517706.274897
  nChanged 6
		SP:Iteration 35Q (96325.190000 sec): 3 clusters
  Score: Raw -1520817.920196 + Penalty 3111.372725 = -1517706.547470
  nChanged 1
		SP:Iteration 36Q (96325.400000 sec): 3 clusters
  Score: Raw -1520818.099630 + Penalty 3111.372725 = -1517706.726904
  nChanged 0
		SP:Iteration 37F (96325.640000 sec): 3 clusters
  Score: Raw -1520818.099630 + Penalty 3111.372725 = -1517706.726904
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96325.850000 sec): 2 clusters
  Score: Raw -1958620.836638 + Penalty 1588.756024 = -1957032.080615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96326.120000 sec): 3 clusters
  Score: Raw -1948072.101257 + Penalty 3177.512047 = -1944894.589209
  nChanged 7881
		SP:Iteration 1F (96326.380000 sec): 3 clusters
  Score: Raw -1952279.074579 + Penalty 3177.512047 = -1949101.562531
  nChanged 857
		SP:Iteration 2Q (96326.690000 sec): 3 clusters
  Score: Raw -1952543.660385 + Penalty 3177.512047 = -1949366.148338
  nChanged 716
		SP:Iteration 3Q (96326.920000 sec): 3 clusters
  Score: Raw -1952744.090713 + Penalty 3177.512047 = -1949566.578666
  nChanged 609
		SP:Iteration 4Q (96327.230000 sec): 3 clusters
  Score: Raw -1952908.290259 + Penalty 3177.512047 = -1949730.778211
  nChanged 544
		SP:Iteration 5Q (96327.470000 sec): 3 clusters
  Score: Raw -1953061.792782 + Penalty 3177.512047 = -1949884.280734
  nChanged 557
		SP:Iteration 6Q (96327.750000 sec): 3 clusters
  Score: Raw -1953246.415337 + Penalty 3177.512047 = -1950068.903289
  nChanged 612
		SP:Iteration 7Q (96327.980000 sec): 3 clusters
  Score: Raw -1953497.484066 + Penalty 3177.512047 = -1950319.972018
  nChanged 798
		SP:Iteration 8Q (96328.260000 sec): 3 clusters
  Score: Raw -1953903.205735 + Penalty 3177.512047 = -1950725.693688
  nChanged 953
		SP:Iteration 9F (96328.580000 sec): 3 clusters
  Score: Raw -1954490.570991 + Penalty 3177.512047 = -1951313.058944
  nChanged 1133
		SP:Iteration 10F (96328.840000 sec): 3 clusters
  Score: Raw -1955305.918521 + Penalty 3177.512047 = -1952128.406474
  nChanged 1156
		SP:Iteration 11F (96329.080000 sec): 3 clusters
  Score: Raw -1956301.180885 + Penalty 3177.512047 = -1953123.668838
  nChanged 1030
		SP:Iteration 12F (96329.340000 sec): 3 clusters
  Score: Raw -1957243.762859 + Penalty 3177.512047 = -1954066.250812
  nChanged 751
		SP:Iteration 13Q (96329.620000 sec): 3 clusters
  Score: Raw -1957944.841936 + Penalty 3177.512047 = -1954767.329888
  nChanged 423
		SP:Iteration 14Q (96329.900000 sec): 3 clusters
  Score: Raw -1958359.335894 + Penalty 3177.512047 = -1955181.823846
  nChanged 193
		SP:Iteration 15Q (96330.120000 sec): 3 clusters
  Score: Raw -1958563.488759 + Penalty 3177.512047 = -1955385.976712
  nChanged 98
		SP:Iteration 16Q (96330.380000 sec): 3 clusters
  Score: Raw -1958681.110936 + Penalty 3177.512047 = -1955503.598889
  nChanged 43
		SP:Iteration 17Q (96330.690000 sec): 3 clusters
  Score: Raw -1958749.806917 + Penalty 3177.512047 = -1955572.294869
  nChanged 18
		SP:Iteration 18Q (96330.900000 sec): 3 clusters
  Score: Raw -1958780.190302 + Penalty 3177.512047 = -1955602.678255
  nChanged 15
		SP:Iteration 19Q (96331.190000 sec): 3 clusters
  Score: Raw -1958798.579689 + Penalty 3177.512047 = -1955621.067642
  nChanged 7
		SP:Iteration 20F (96331.430000 sec): 3 clusters
  Score: Raw -1958809.018064 + Penalty 3177.512047 = -1955631.506016
  nChanged 7
		SP:Iteration 21Q (96331.730000 sec): 3 clusters
  Score: Raw -1958817.826846 + Penalty 3177.512047 = -1955640.314798
  nChanged 2
		SP:Iteration 22Q (96332.030000 sec): 3 clusters
  Score: Raw -1958819.595061 + Penalty 3177.512047 = -1955642.083014
  nChanged 3
		SP:Iteration 23Q (96332.260000 sec): 3 clusters
  Score: Raw -1958823.593977 + Penalty 3177.512047 = -1955646.081930
  nChanged 1
		SP:Iteration 24Q (96332.500000 sec): 3 clusters
  Score: Raw -1958824.530550 + Penalty 3177.512047 = -1955647.018503
  nChanged 0
		SP:Iteration 25F (96332.720000 sec): 3 clusters
  Score: Raw -1958824.530550 + Penalty 3177.512047 = -1955647.018503
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96332.850000 sec): 2 clusters
  Score: Raw -379287.389276 + Penalty 1345.533188 = -377941.856088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96333.090000 sec): 3 clusters
  Score: Raw -377317.522242 + Penalty 2691.066376 = -374626.455866
  nChanged 1572
		SP:Iteration 1F (96333.340000 sec): 3 clusters
  Score: Raw -378302.377570 + Penalty 2691.066376 = -375611.311194
  nChanged 333
		SP:Iteration 2F (96333.540000 sec): 3 clusters
  Score: Raw -378553.428037 + Penalty 2691.066376 = -375862.361661
  nChanged 261
		SP:Iteration 3F (96333.730000 sec): 3 clusters
  Score: Raw -378716.234843 + Penalty 2691.066376 = -376025.168467
  nChanged 181
		SP:Iteration 4Q (96333.980000 sec): 3 clusters
  Score: Raw -378827.944066 + Penalty 2691.066376 = -376136.877690
  nChanged 141
		SP:Iteration 5Q (96334.180000 sec): 3 clusters
  Score: Raw -378918.474186 + Penalty 2691.066376 = -376227.407811
  nChanged 120
		SP:Iteration 6Q (96334.380000 sec): 3 clusters
  Score: Raw -378992.544888 + Penalty 2691.066376 = -376301.478512
  nChanged 99
		SP:Iteration 7Q (96334.560000 sec): 3 clusters
  Score: Raw -379048.199275 + Penalty 2691.066376 = -376357.132899
  nChanged 82
		SP:Iteration 8Q (96334.820000 sec): 3 clusters
  Score: Raw -379090.088065 + Penalty 2691.066376 = -376399.021689
  nChanged 84
		SP:Iteration 9Q (96334.990000 sec): 3 clusters
  Score: Raw -379141.352111 + Penalty 2691.066376 = -376450.285735
  nChanged 78
		SP:Iteration 10Q (96335.150000 sec): 3 clusters
  Score: Raw -379196.636470 + Penalty 2691.066376 = -376505.570095
  nChanged 81
		SP:Iteration 11Q (96335.360000 sec): 3 clusters
  Score: Raw -379250.235250 + Penalty 2691.066376 = -376559.168874
  nChanged 66
		SP:Iteration 12Q (96335.580000 sec): 3 clusters
  Score: Raw -379295.585106 + Penalty 2691.066376 = -376604.518731
  nChanged 55
		SP:Iteration 13Q (96335.810000 sec): 3 clusters
  Score: Raw -379334.011550 + Penalty 2691.066376 = -376642.945175
  nChanged 62
		SP:Iteration 14Q (96336.010000 sec): 3 clusters
  Score: Raw -379375.801977 + Penalty 2691.066376 = -376684.735601
  nChanged 70
		SP:Iteration 15Q (96336.240000 sec): 3 clusters
  Score: Raw -379416.134370 + Penalty 2691.066376 = -376725.067995
  nChanged 56
		SP:Iteration 16Q (96336.440000 sec): 3 clusters
  Score: Raw -379447.072926 + Penalty 2691.066376 = -376756.006551
  nChanged 55
		SP:Iteration 17Q (96336.620000 sec): 3 clusters
  Score: Raw -379480.502092 + Penalty 2691.066376 = -376789.435716
  nChanged 47
		SP:Iteration 18Q (96336.800000 sec): 3 clusters
  Score: Raw -379519.920480 + Penalty 2691.066376 = -376828.854105
  nChanged 58
		SP:Iteration 19Q (96336.970000 sec): 3 clusters
  Score: Raw -379559.196462 + Penalty 2691.066376 = -376868.130086
  nChanged 44
		SP:Iteration 20F (96337.170000 sec): 3 clusters
  Score: Raw -379588.745658 + Penalty 2691.066376 = -376897.679282
  nChanged 39
		SP:Iteration 21Q (96337.340000 sec): 3 clusters
  Score: Raw -379609.693358 + Penalty 2691.066376 = -376918.626982
  nChanged 28
		SP:Iteration 22Q (96337.560000 sec): 3 clusters
  Score: Raw -379623.994325 + Penalty 2691.066376 = -376932.927949
  nChanged 24
		SP:Iteration 23Q (96337.760000 sec): 3 clusters
  Score: Raw -379636.835667 + Penalty 2691.066376 = -376945.769292
  nChanged 18
		SP:Iteration 24Q (96337.960000 sec): 3 clusters
  Score: Raw -379643.215551 + Penalty 2691.066376 = -376952.149176
  nChanged 12
		SP:Iteration 25Q (96338.130000 sec): 3 clusters
  Score: Raw -379648.481365 + Penalty 2691.066376 = -376957.414989
  nChanged 14
		SP:Iteration 26Q (96338.260000 sec): 3 clusters
  Score: Raw -379656.023501 + Penalty 2691.066376 = -376964.957125
  nChanged 19
		SP:Iteration 27Q (96338.460000 sec): 3 clusters
  Score: Raw -379665.545223 + Penalty 2691.066376 = -376974.478848
  nChanged 11
		SP:Iteration 28Q (96338.640000 sec): 3 clusters
  Score: Raw -379670.207576 + Penalty 2691.066376 = -376979.141200
  nChanged 14
		SP:Iteration 29Q (96338.850000 sec): 3 clusters
  Score: Raw -379679.597363 + Penalty 2691.066376 = -376988.530987
  nChanged 17
		SP:Iteration 30Q (96339.030000 sec): 3 clusters
  Score: Raw -379694.490537 + Penalty 2691.066376 = -377003.424162
  nChanged 25
		SP:Iteration 31Q (96339.180000 sec): 3 clusters
  Score: Raw -379713.734092 + Penalty 2691.066376 = -377022.667716
  nChanged 20
		SP:Iteration 32Q (96339.380000 sec): 3 clusters
  Score: Raw -379728.288996 + Penalty 2691.066376 = -377037.222621
  nChanged 23
		SP:Iteration 33Q (96339.570000 sec): 3 clusters
  Score: Raw -379748.899916 + Penalty 2691.066376 = -377057.833540
  nChanged 20
		SP:Iteration 34Q (96339.780000 sec): 3 clusters
  Score: Raw -379761.542657 + Penalty 2691.066376 = -377070.476282
  nChanged 19
		SP:Iteration 35Q (96340.020000 sec): 3 clusters
  Score: Raw -379770.806202 + Penalty 2691.066376 = -377079.739826
  nChanged 11
		SP:Iteration 36Q (96340.200000 sec): 3 clusters
  Score: Raw -379780.629454 + Penalty 2691.066376 = -377089.563078
  nChanged 17
		SP:Iteration 37Q (96340.380000 sec): 3 clusters
  Score: Raw -379791.523165 + Penalty 2691.066376 = -377100.456790
  nChanged 16
		SP:Iteration 38Q (96340.570000 sec): 3 clusters
  Score: Raw -379800.979731 + Penalty 2691.066376 = -377109.913355
  nChanged 11
		SP:Iteration 39Q (96340.770000 sec): 3 clusters
  Score: Raw -379806.690111 + Penalty 2691.066376 = -377115.623735
  nChanged 9
		SP:Iteration 40F (96340.960000 sec): 3 clusters
  Score: Raw -379810.946886 + Penalty 2691.066376 = -377119.880510
  nChanged 7
		SP:Iteration 41Q (96341.160000 sec): 3 clusters
  Score: Raw -379813.675243 + Penalty 2691.066376 = -377122.608867
  nChanged 12
		SP:Iteration 42Q (96341.370000 sec): 3 clusters
  Score: Raw -379822.188718 + Penalty 2691.066376 = -377131.122342
  nChanged 11
		SP:Iteration 43Q (96341.580000 sec): 3 clusters
  Score: Raw -379829.702742 + Penalty 2691.066376 = -377138.636366
  nChanged 10
		SP:Iteration 44Q (96341.830000 sec): 3 clusters
  Score: Raw -379834.286787 + Penalty 2691.066376 = -377143.220411
  nChanged 7
		SP:Iteration 45Q (96342.010000 sec): 3 clusters
  Score: Raw -379839.124255 + Penalty 2691.066376 = -377148.057879
  nChanged 6
		SP:Iteration 46Q (96342.240000 sec): 3 clusters
  Score: Raw -379841.627209 + Penalty 2691.066376 = -377150.560834
  nChanged 3
		SP:Iteration 47Q (96342.410000 sec): 3 clusters
  Score: Raw -379843.443127 + Penalty 2691.066376 = -377152.376751
  nChanged 4
		SP:Iteration 48Q (96342.610000 sec): 3 clusters
  Score: Raw -379845.473204 + Penalty 2691.066376 = -377154.406829
  nChanged 5
		SP:Iteration 49Q (96342.780000 sec): 3 clusters
  Score: Raw -379849.655581 + Penalty 2691.066376 = -377158.589206
  nChanged 4
		SP:Iteration 50Q (96343.010000 sec): 3 clusters
  Score: Raw -379852.237331 + Penalty 2691.066376 = -377161.170955
  nChanged 5
		SP:Iteration 51Q (96343.190000 sec): 3 clusters
  Score: Raw -379854.990824 + Penalty 2691.066376 = -377163.924449
  nChanged 3
		SP:Iteration 52Q (96343.400000 sec): 3 clusters
  Score: Raw -379857.287024 + Penalty 2691.066376 = -377166.220648
  nChanged 6
		SP:Iteration 53Q (96343.610000 sec): 3 clusters
  Score: Raw -379861.295649 + Penalty 2691.066376 = -377170.229273
  nChanged 3
		SP:Iteration 54Q (96343.810000 sec): 3 clusters
  Score: Raw -379862.302179 + Penalty 2691.066376 = -377171.235803
  nChanged 3
		SP:Iteration 55Q (96344.070000 sec): 3 clusters
  Score: Raw -379863.064554 + Penalty 2691.066376 = -377171.998178
  nChanged 1
		SP:Iteration 56Q (96344.250000 sec): 3 clusters
  Score: Raw -379863.273531 + Penalty 2691.066376 = -377172.207155
  nChanged 1
		SP:Iteration 57Q (96344.440000 sec): 3 clusters
  Score: Raw -379864.241315 + Penalty 2691.066376 = -377173.174939
  nChanged 1
		SP:Iteration 58Q (96344.600000 sec): 3 clusters
  Score: Raw -379864.480615 + Penalty 2691.066376 = -377173.414239
  nChanged 1
		SP:Iteration 59Q (96344.780000 sec): 3 clusters
  Score: Raw -379864.928732 + Penalty 2691.066376 = -377173.862356
  nChanged 1
		SP:Iteration 60F (96344.910000 sec): 3 clusters
  Score: Raw -379865.285294 + Penalty 2691.066376 = -377174.218918
  nChanged 1
		SP:Iteration 61Q (96345.150000 sec): 3 clusters
  Score: Raw -379866.698424 + Penalty 2691.066376 = -377175.632048
  nChanged 0
		SP:Iteration 62F (96345.350000 sec): 3 clusters
  Score: Raw -379866.698424 + Penalty 2691.066376 = -377175.632048
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96345.490000 sec): 2 clusters
  Score: Raw -1229870.743469 + Penalty 1520.518147 = -1228350.225322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96345.710000 sec): 3 clusters
  Score: Raw -1223320.906412 + Penalty 3041.036294 = -1220279.870118
  nChanged 4956
		SP:Iteration 1F (96346.030000 sec): 3 clusters
  Score: Raw -1226048.329135 + Penalty 3041.036294 = -1223007.292841
  nChanged 774
		SP:Iteration 2F (96346.250000 sec): 3 clusters
  Score: Raw -1226533.529466 + Penalty 3041.036294 = -1223492.493172
  nChanged 789
		SP:Iteration 3F (96346.520000 sec): 3 clusters
  Score: Raw -1227115.693374 + Penalty 3041.036294 = -1224074.657080
  nChanged 827
		SP:Iteration 4F (96346.760000 sec): 3 clusters
  Score: Raw -1227814.822803 + Penalty 3041.036294 = -1224773.786509
  nChanged 779
		SP:Iteration 5F (96347.060000 sec): 3 clusters
  Score: Raw -1228488.088481 + Penalty 3041.036294 = -1225447.052187
  nChanged 689
		SP:Iteration 6F (96347.270000 sec): 3 clusters
  Score: Raw -1229090.627350 + Penalty 3041.036294 = -1226049.591056
  nChanged 563
		SP:Iteration 7Q (96347.570000 sec): 3 clusters
  Score: Raw -1229609.576772 + Penalty 3041.036294 = -1226568.540478
  nChanged 450
		SP:Iteration 8Q (96347.800000 sec): 3 clusters
  Score: Raw -1230006.676894 + Penalty 3041.036294 = -1226965.640600
  nChanged 334
		SP:Iteration 9Q (96348.040000 sec): 3 clusters
  Score: Raw -1230207.840972 + Penalty 3041.036294 = -1227166.804678
  nChanged 214
		SP:Iteration 10Q (96348.310000 sec): 3 clusters
  Score: Raw -1230306.551269 + Penalty 3041.036294 = -1227265.514975
  nChanged 140
		SP:Iteration 11Q (96348.540000 sec): 3 clusters
  Score: Raw -1230363.694151 + Penalty 3041.036294 = -1227322.657857
  nChanged 116
		SP:Iteration 12Q (96348.780000 sec): 3 clusters
  Score: Raw -1230416.166695 + Penalty 3041.036294 = -1227375.130401
  nChanged 96
		SP:Iteration 13Q (96349.020000 sec): 3 clusters
  Score: Raw -1230456.196496 + Penalty 3041.036294 = -1227415.160202
  nChanged 84
		SP:Iteration 14Q (96349.240000 sec): 3 clusters
  Score: Raw -1230492.965515 + Penalty 3041.036294 = -1227451.929221
  nChanged 92
		SP:Iteration 15Q (96349.490000 sec): 3 clusters
  Score: Raw -1230528.136409 + Penalty 3041.036294 = -1227487.100115
  nChanged 74
		SP:Iteration 16Q (96349.700000 sec): 3 clusters
  Score: Raw -1230552.145254 + Penalty 3041.036294 = -1227511.108959
  nChanged 60
		SP:Iteration 17Q (96349.920000 sec): 3 clusters
  Score: Raw -1230572.214232 + Penalty 3041.036294 = -1227531.177938
  nChanged 44
		SP:Iteration 18Q (96350.190000 sec): 3 clusters
  Score: Raw -1230585.774142 + Penalty 3041.036294 = -1227544.737848
  nChanged 50
		SP:Iteration 19Q (96350.420000 sec): 3 clusters
  Score: Raw -1230602.279439 + Penalty 3041.036294 = -1227561.243144
  nChanged 43
		SP:Iteration 20F (96350.670000 sec): 3 clusters
  Score: Raw -1230611.477926 + Penalty 3041.036294 = -1227570.441632
  nChanged 39
		SP:Iteration 21Q (96350.950000 sec): 3 clusters
  Score: Raw -1230622.615256 + Penalty 3041.036294 = -1227581.578961
  nChanged 26
		SP:Iteration 22Q (96351.160000 sec): 3 clusters
  Score: Raw -1230626.812242 + Penalty 3041.036294 = -1227585.775947
  nChanged 16
		SP:Iteration 23Q (96351.480000 sec): 3 clusters
  Score: Raw -1230629.111845 + Penalty 3041.036294 = -1227588.075551
  nChanged 13
		SP:Iteration 24Q (96351.690000 sec): 3 clusters
  Score: Raw -1230631.278161 + Penalty 3041.036294 = -1227590.241867
  nChanged 13
		SP:Iteration 25Q (96351.910000 sec): 3 clusters
  Score: Raw -1230633.676958 + Penalty 3041.036294 = -1227592.640664
  nChanged 10
		SP:Iteration 26Q (96352.150000 sec): 3 clusters
  Score: Raw -1230635.374999 + Penalty 3041.036294 = -1227594.338705
  nChanged 11
		SP:Iteration 27Q (96352.430000 sec): 3 clusters
  Score: Raw -1230636.584980 + Penalty 3041.036294 = -1227595.548686
  nChanged 6
		SP:Iteration 28Q (96352.660000 sec): 3 clusters
  Score: Raw -1230637.357943 + Penalty 3041.036294 = -1227596.321649
  nChanged 11
		SP:Iteration 29Q (96352.900000 sec): 3 clusters
  Score: Raw -1230638.944066 + Penalty 3041.036294 = -1227597.907772
  nChanged 9
		SP:Iteration 30Q (96353.150000 sec): 3 clusters
  Score: Raw -1230640.088068 + Penalty 3041.036294 = -1227599.051774
  nChanged 9
		SP:Iteration 31Q (96353.360000 sec): 3 clusters
  Score: Raw -1230641.449720 + Penalty 3041.036294 = -1227600.413426
  nChanged 7
		SP:Iteration 32Q (96353.610000 sec): 3 clusters
  Score: Raw -1230642.111213 + Penalty 3041.036294 = -1227601.074919
  nChanged 6
		SP:Iteration 33Q (96353.870000 sec): 3 clusters
  Score: Raw -1230643.022458 + Penalty 3041.036294 = -1227601.986164
  nChanged 7
		SP:Iteration 34Q (96354.110000 sec): 3 clusters
  Score: Raw -1230643.777458 + Penalty 3041.036294 = -1227602.741164
  nChanged 4
		SP:Iteration 35Q (96354.400000 sec): 3 clusters
  Score: Raw -1230644.137325 + Penalty 3041.036294 = -1227603.101031
  nChanged 3
		SP:Iteration 36Q (96354.620000 sec): 3 clusters
  Score: Raw -1230644.374917 + Penalty 3041.036294 = -1227603.338623
  nChanged 6
		SP:Iteration 37Q (96354.880000 sec): 3 clusters
  Score: Raw -1230645.220884 + Penalty 3041.036294 = -1227604.184590
  nChanged 6
		SP:Iteration 38Q (96355.170000 sec): 3 clusters
  Score: Raw -1230646.449811 + Penalty 3041.036294 = -1227605.413517
  nChanged 6
		SP:Iteration 39Q (96355.440000 sec): 3 clusters
  Score: Raw -1230647.371758 + Penalty 3041.036294 = -1227606.335464
  nChanged 4
		SP:Iteration 40F (96355.660000 sec): 3 clusters
  Score: Raw -1230647.896841 + Penalty 3041.036294 = -1227606.860546
  nChanged 2
		SP:Iteration 41Q (96355.880000 sec): 3 clusters
  Score: Raw -1230648.157141 + Penalty 3041.036294 = -1227607.120847
  nChanged 3
		SP:Iteration 42Q (96356.120000 sec): 3 clusters
  Score: Raw -1230648.501239 + Penalty 3041.036294 = -1227607.464945
  nChanged 1
		SP:Iteration 43Q (96356.400000 sec): 3 clusters
  Score: Raw -1230648.582406 + Penalty 3041.036294 = -1227607.546112
  nChanged 4
		SP:Iteration 44Q (96356.680000 sec): 3 clusters
  Score: Raw -1230649.011110 + Penalty 3041.036294 = -1227607.974816
  nChanged 2
		SP:Iteration 45Q (96356.920000 sec): 3 clusters
  Score: Raw -1230649.286235 + Penalty 3041.036294 = -1227608.249940
  nChanged 0
		SP:Iteration 46F (96357.150000 sec): 3 clusters
  Score: Raw -1230649.286235 + Penalty 3041.036294 = -1227608.249940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96357.250000 sec): 2 clusters
  Score: Raw -502034.432597 + Penalty 1368.789821 = -500665.642776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96357.460000 sec): 3 clusters
  Score: Raw -499716.445336 + Penalty 2737.579642 = -496978.865694
  nChanged 1793
		SP:Iteration 1F (96357.630000 sec): 3 clusters
  Score: Raw -500666.780990 + Penalty 2737.579642 = -497929.201348
  nChanged 317
		SP:Iteration 2F (96357.820000 sec): 3 clusters
  Score: Raw -500824.444178 + Penalty 2737.579642 = -498086.864536
  nChanged 218
		SP:Iteration 3Q (96357.990000 sec): 3 clusters
  Score: Raw -500925.912217 + Penalty 2737.579642 = -498188.332575
  nChanged 172
		SP:Iteration 4Q (96358.230000 sec): 3 clusters
  Score: Raw -500995.311188 + Penalty 2737.579642 = -498257.731545
  nChanged 140
		SP:Iteration 5Q (96358.410000 sec): 3 clusters
  Score: Raw -501062.682295 + Penalty 2737.579642 = -498325.102652
  nChanged 124
		SP:Iteration 6Q (96358.630000 sec): 3 clusters
  Score: Raw -501115.405696 + Penalty 2737.579642 = -498377.826054
  nChanged 100
		SP:Iteration 7Q (96358.830000 sec): 3 clusters
  Score: Raw -501153.784903 + Penalty 2737.579642 = -498416.205261
  nChanged 103
		SP:Iteration 8Q (96359.060000 sec): 3 clusters
  Score: Raw -501197.898236 + Penalty 2737.579642 = -498460.318594
  nChanged 97
		SP:Iteration 9Q (96359.270000 sec): 3 clusters
  Score: Raw -501238.572096 + Penalty 2737.579642 = -498500.992454
  nChanged 99
		SP:Iteration 10Q (96359.540000 sec): 3 clusters
  Score: Raw -501283.959533 + Penalty 2737.579642 = -498546.379891
  nChanged 105
		SP:Iteration 11Q (96359.740000 sec): 3 clusters
  Score: Raw -501329.209710 + Penalty 2737.579642 = -498591.630068
  nChanged 97
		SP:Iteration 12Q (96359.920000 sec): 3 clusters
  Score: Raw -501369.505628 + Penalty 2737.579642 = -498631.925985
  nChanged 93
		SP:Iteration 13Q (96360.140000 sec): 3 clusters
  Score: Raw -501403.674059 + Penalty 2737.579642 = -498666.094417
  nChanged 76
		SP:Iteration 14Q (96360.360000 sec): 3 clusters
  Score: Raw -501431.668276 + Penalty 2737.579642 = -498694.088634
  nChanged 76
		SP:Iteration 15Q (96360.610000 sec): 3 clusters
  Score: Raw -501460.583771 + Penalty 2737.579642 = -498723.004129
  nChanged 71
		SP:Iteration 16Q (96360.790000 sec): 3 clusters
  Score: Raw -501486.402601 + Penalty 2737.579642 = -498748.822959
  nChanged 52
		SP:Iteration 17Q (96361.020000 sec): 3 clusters
  Score: Raw -501503.421542 + Penalty 2737.579642 = -498765.841900
  nChanged 44
		SP:Iteration 18Q (96361.220000 sec): 3 clusters
  Score: Raw -501515.759582 + Penalty 2737.579642 = -498778.179940
  nChanged 36
		SP:Iteration 19Q (96361.390000 sec): 3 clusters
  Score: Raw -501526.194306 + Penalty 2737.579642 = -498788.614664
  nChanged 36
		SP:Iteration 20F (96361.640000 sec): 3 clusters
  Score: Raw -501537.143753 + Penalty 2737.579642 = -498799.564111
  nChanged 41
		SP:Iteration 21Q (96361.790000 sec): 3 clusters
  Score: Raw -501549.342449 + Penalty 2737.579642 = -498811.762807
  nChanged 35
		SP:Iteration 22Q (96362.000000 sec): 3 clusters
  Score: Raw -501561.853742 + Penalty 2737.579642 = -498824.274100
  nChanged 39
		SP:Iteration 23Q (96362.210000 sec): 3 clusters
  Score: Raw -501572.119419 + Penalty 2737.579642 = -498834.539777
  nChanged 34
		SP:Iteration 24Q (96362.390000 sec): 3 clusters
  Score: Raw -501582.555259 + Penalty 2737.579642 = -498844.975617
  nChanged 32
		SP:Iteration 25Q (96362.580000 sec): 3 clusters
  Score: Raw -501590.181944 + Penalty 2737.579642 = -498852.602302
  nChanged 30
		SP:Iteration 26Q (96362.810000 sec): 3 clusters
  Score: Raw -501599.477086 + Penalty 2737.579642 = -498861.897444
  nChanged 27
		SP:Iteration 27Q (96363.010000 sec): 3 clusters
  Score: Raw -501605.772665 + Penalty 2737.579642 = -498868.193023
  nChanged 30
		SP:Iteration 28Q (96363.190000 sec): 3 clusters
  Score: Raw -501615.875108 + Penalty 2737.579642 = -498878.295466
  nChanged 33
		SP:Iteration 29Q (96363.390000 sec): 3 clusters
  Score: Raw -501624.221528 + Penalty 2737.579642 = -498886.641886
  nChanged 35
		SP:Iteration 30Q (96363.570000 sec): 3 clusters
  Score: Raw -501635.940756 + Penalty 2737.579642 = -498898.361114
  nChanged 41
		SP:Iteration 31Q (96363.750000 sec): 3 clusters
  Score: Raw -501649.936050 + Penalty 2737.579642 = -498912.356408
  nChanged 46
		SP:Iteration 32Q (96363.950000 sec): 3 clusters
  Score: Raw -501668.866220 + Penalty 2737.579642 = -498931.286578
  nChanged 53
		SP:Iteration 33Q (96364.160000 sec): 3 clusters
  Score: Raw -501685.741396 + Penalty 2737.579642 = -498948.161754
  nChanged 42
		SP:Iteration 34Q (96364.340000 sec): 3 clusters
  Score: Raw -501697.253168 + Penalty 2737.579642 = -498959.673526
  nChanged 28
		SP:Iteration 35Q (96364.540000 sec): 3 clusters
  Score: Raw -501704.781492 + Penalty 2737.579642 = -498967.201850
  nChanged 25
		SP:Iteration 36Q (96364.730000 sec): 3 clusters
  Score: Raw -501711.316603 + Penalty 2737.579642 = -498973.736961
  nChanged 22
		SP:Iteration 37Q (96364.940000 sec): 3 clusters
  Score: Raw -501716.591443 + Penalty 2737.579642 = -498979.011801
  nChanged 15
		SP:Iteration 38Q (96365.120000 sec): 3 clusters
  Score: Raw -501720.520752 + Penalty 2737.579642 = -498982.941109
  nChanged 18
		SP:Iteration 39Q (96365.340000 sec): 3 clusters
  Score: Raw -501727.710873 + Penalty 2737.579642 = -498990.131231
  nChanged 19
		SP:Iteration 40F (96365.530000 sec): 3 clusters
  Score: Raw -501732.501440 + Penalty 2737.579642 = -498994.921798
  nChanged 19
		SP:Iteration 41Q (96365.740000 sec): 3 clusters
  Score: Raw -501738.054290 + Penalty 2737.579642 = -499000.474648
  nChanged 19
		SP:Iteration 42Q (96365.950000 sec): 3 clusters
  Score: Raw -501741.706071 + Penalty 2737.579642 = -499004.126429
  nChanged 10
		SP:Iteration 43Q (96366.210000 sec): 3 clusters
  Score: Raw -501744.044175 + Penalty 2737.579642 = -499006.464533
  nChanged 8
		SP:Iteration 44Q (96366.460000 sec): 3 clusters
  Score: Raw -501745.380505 + Penalty 2737.579642 = -499007.800862
  nChanged 2
		SP:Iteration 45Q (96366.670000 sec): 3 clusters
  Score: Raw -501745.837016 + Penalty 2737.579642 = -499008.257374
  nChanged 4
		SP:Iteration 46Q (96366.880000 sec): 3 clusters
  Score: Raw -501746.763160 + Penalty 2737.579642 = -499009.183517
  nChanged 8
		SP:Iteration 47Q (96367.070000 sec): 3 clusters
  Score: Raw -501749.159975 + Penalty 2737.579642 = -499011.580333
  nChanged 11
		SP:Iteration 48Q (96367.320000 sec): 3 clusters
  Score: Raw -501751.558622 + Penalty 2737.579642 = -499013.978980
  nChanged 2
		SP:Iteration 49Q (96367.570000 sec): 3 clusters
  Score: Raw -501752.201480 + Penalty 2737.579642 = -499014.621837
  nChanged 7
		SP:Iteration 50Q (96367.770000 sec): 3 clusters
  Score: Raw -501753.816903 + Penalty 2737.579642 = -499016.237261
  nChanged 6
		SP:Iteration 51Q (96367.990000 sec): 3 clusters
  Score: Raw -501754.809612 + Penalty 2737.579642 = -499017.229970
  nChanged 6
		SP:Iteration 52Q (96368.200000 sec): 3 clusters
  Score: Raw -501755.790248 + Penalty 2737.579642 = -499018.210605
  nChanged 3
		SP:Iteration 53Q (96368.450000 sec): 3 clusters
  Score: Raw -501756.303249 + Penalty 2737.579642 = -499018.723607
  nChanged 7
		SP:Iteration 54Q (96368.680000 sec): 3 clusters
  Score: Raw -501757.526134 + Penalty 2737.579642 = -499019.946492
  nChanged 2
		SP:Iteration 55Q (96368.920000 sec): 3 clusters
  Score: Raw -501758.019284 + Penalty 2737.579642 = -499020.439642
  nChanged 2
		SP:Iteration 56Q (96369.120000 sec): 3 clusters
  Score: Raw -501758.404590 + Penalty 2737.579642 = -499020.824948
  nChanged 2
		SP:Iteration 57Q (96369.340000 sec): 3 clusters
  Score: Raw -501758.826638 + Penalty 2737.579642 = -499021.246996
  nChanged 4
		SP:Iteration 58Q (96369.550000 sec): 3 clusters
  Score: Raw -501759.801886 + Penalty 2737.579642 = -499022.222244
  nChanged 4
		SP:Iteration 59Q (96369.790000 sec): 3 clusters
  Score: Raw -501761.202801 + Penalty 2737.579642 = -499023.623159
  nChanged 6
		SP:Iteration 60F (96370.000000 sec): 3 clusters
  Score: Raw -501762.437558 + Penalty 2737.579642 = -499024.857916
  nChanged 4
		SP:Iteration 61Q (96370.190000 sec): 3 clusters
  Score: Raw -501763.063314 + Penalty 2737.579642 = -499025.483671
  nChanged 3
		SP:Iteration 62Q (96370.350000 sec): 3 clusters
  Score: Raw -501763.447395 + Penalty 2737.579642 = -499025.867753
  nChanged 0
		SP:Iteration 63F (96370.540000 sec): 3 clusters
  Score: Raw -501763.447395 + Penalty 2737.579642 = -499025.867753
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (4340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96370.660000 sec): 2 clusters
  Score: Raw -475406.562196 + Penalty 1361.039814 = -474045.522381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96370.900000 sec): 3 clusters
  Score: Raw -473167.303786 + Penalty 2722.079629 = -470445.224158
  nChanged 1769
		SP:Iteration 1F (96371.110000 sec): 3 clusters
  Score: Raw -474144.548144 + Penalty 2722.079629 = -471422.468515
  nChanged 311
		SP:Iteration 2F (96371.340000 sec): 3 clusters
  Score: Raw -474303.206488 + Penalty 2722.079629 = -471581.126859
  nChanged 222
		SP:Iteration 3F (96371.580000 sec): 3 clusters
  Score: Raw -474415.433526 + Penalty 2722.079629 = -471693.353898
  nChanged 186
		SP:Iteration 4Q (96371.780000 sec): 3 clusters
  Score: Raw -474514.768522 + Penalty 2722.079629 = -471792.688893
  nChanged 154
		SP:Iteration 5Q (96371.970000 sec): 3 clusters
  Score: Raw -474602.275490 + Penalty 2722.079629 = -471880.195861
  nChanged 124
		SP:Iteration 6Q (96372.200000 sec): 3 clusters
  Score: Raw -474666.743954 + Penalty 2722.079629 = -471944.664326
  nChanged 123
		SP:Iteration 7Q (96372.410000 sec): 3 clusters
  Score: Raw -474727.098861 + Penalty 2722.079629 = -472005.019232
  nChanged 120
		SP:Iteration 8Q (96372.630000 sec): 3 clusters
  Score: Raw -474786.411713 + Penalty 2722.079629 = -472064.332084
  nChanged 99
		SP:Iteration 9Q (96372.830000 sec): 3 clusters
  Score: Raw -474839.598860 + Penalty 2722.079629 = -472117.519231
  nChanged 96
		SP:Iteration 10Q (96373.040000 sec): 3 clusters
  Score: Raw -474899.024185 + Penalty 2722.079629 = -472176.944556
  nChanged 105
		SP:Iteration 11Q (96373.290000 sec): 3 clusters
  Score: Raw -474966.857559 + Penalty 2722.079629 = -472244.777930
  nChanged 106
		SP:Iteration 12Q (96373.550000 sec): 3 clusters
  Score: Raw -475043.096031 + Penalty 2722.079629 = -472321.016402
  nChanged 103
		SP:Iteration 13Q (96373.740000 sec): 3 clusters
  Score: Raw -475120.439167 + Penalty 2722.079629 = -472398.359539
  nChanged 95
		SP:Iteration 14Q (96373.890000 sec): 3 clusters
  Score: Raw -475195.004932 + Penalty 2722.079629 = -472472.925303
  nChanged 88
		SP:Iteration 15Q (96374.110000 sec): 3 clusters
  Score: Raw -475266.560837 + Penalty 2722.079629 = -472544.481209
  nChanged 68
		SP:Iteration 16Q (96374.310000 sec): 3 clusters
  Score: Raw -475318.722725 + Penalty 2722.079629 = -472596.643096
  nChanged 62
		SP:Iteration 17Q (96374.490000 sec): 3 clusters
  Score: Raw -475362.243325 + Penalty 2722.079629 = -472640.163696
  nChanged 46
		SP:Iteration 18Q (96374.680000 sec): 3 clusters
  Score: Raw -475395.881172 + Penalty 2722.079629 = -472673.801544
  nChanged 31
		SP:Iteration 19Q (96374.840000 sec): 3 clusters
  Score: Raw -475419.075026 + Penalty 2722.079629 = -472696.995397
  nChanged 21
		SP:Iteration 20F (96375.040000 sec): 3 clusters
  Score: Raw -475437.857238 + Penalty 2722.079629 = -472715.777609
  nChanged 18
		SP:Iteration 21Q (96375.270000 sec): 3 clusters
  Score: Raw -475453.714826 + Penalty 2722.079629 = -472731.635197
  nChanged 20
		SP:Iteration 22Q (96375.450000 sec): 3 clusters
  Score: Raw -475474.085751 + Penalty 2722.079629 = -472752.006122
  nChanged 20
		SP:Iteration 23Q (96375.660000 sec): 3 clusters
  Score: Raw -475490.419847 + Penalty 2722.079629 = -472768.340218
  nChanged 14
		SP:Iteration 24Q (96375.860000 sec): 3 clusters
  Score: Raw -475499.864628 + Penalty 2722.079629 = -472777.784999
  nChanged 2
		SP:Iteration 25Q (96376.020000 sec): 3 clusters
  Score: Raw -475502.547379 + Penalty 2722.079629 = -472780.467750
  nChanged 5
		SP:Iteration 26Q (96376.260000 sec): 3 clusters
  Score: Raw -475508.266120 + Penalty 2722.079629 = -472786.186491
  nChanged 7
		SP:Iteration 27Q (96376.440000 sec): 3 clusters
  Score: Raw -475514.925172 + Penalty 2722.079629 = -472792.845543
  nChanged 8
		SP:Iteration 28Q (96376.640000 sec): 3 clusters
  Score: Raw -475520.221415 + Penalty 2722.079629 = -472798.141787
  nChanged 3
		SP:Iteration 29Q (96376.840000 sec): 3 clusters
  Score: Raw -475523.766492 + Penalty 2722.079629 = -472801.686863
  nChanged 2
		SP:Iteration 30Q (96377.020000 sec): 3 clusters
  Score: Raw -475525.121356 + Penalty 2722.079629 = -472803.041727
  nChanged 3
		SP:Iteration 31Q (96377.230000 sec): 3 clusters
  Score: Raw -475526.934443 + Penalty 2722.079629 = -472804.854815
  nChanged 1
		SP:Iteration 32Q (96377.420000 sec): 3 clusters
  Score: Raw -475528.164757 + Penalty 2722.079629 = -472806.085128
  nChanged 1
		SP:Iteration 33Q (96377.640000 sec): 3 clusters
  Score: Raw -475529.312018 + Penalty 2722.079629 = -472807.232389
  nChanged 2
		SP:Iteration 34Q (96377.800000 sec): 3 clusters
  Score: Raw -475531.082876 + Penalty 2722.079629 = -472809.003248
  nChanged 2
		SP:Iteration 35Q (96378.030000 sec): 3 clusters
  Score: Raw -475532.528309 + Penalty 2722.079629 = -472810.448680
  nChanged 1
		SP:Iteration 36Q (96378.190000 sec): 3 clusters
  Score: Raw -475534.713074 + Penalty 2722.079629 = -472812.633446
  nChanged 3
		SP:Iteration 37Q (96378.400000 sec): 3 clusters
  Score: Raw -475537.492231 + Penalty 2722.079629 = -472815.412602
  nChanged 3
		SP:Iteration 38Q (96378.590000 sec): 3 clusters
  Score: Raw -475539.490158 + Penalty 2722.079629 = -472817.410529
  nChanged 1
		SP:Iteration 39Q (96378.780000 sec): 3 clusters
  Score: Raw -475540.614335 + Penalty 2722.079629 = -472818.534707
  nChanged 1
		SP:Iteration 40F (96378.980000 sec): 3 clusters
  Score: Raw -475541.278757 + Penalty 2722.079629 = -472819.199129
  nChanged 1
		SP:Iteration 41Q (96379.130000 sec): 3 clusters
  Score: Raw -475541.684691 + Penalty 2722.079629 = -472819.605062
  nChanged 0
		SP:Iteration 42F (96379.340000 sec): 3 clusters
  Score: Raw -475541.684691 + Penalty 2722.079629 = -472819.605062
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (77337 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96379.790000 sec): 2 clusters
  Score: Raw -8041268.925256 + Penalty 1829.088263 = -8039439.836992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96380.270000 sec): 3 clusters
  Score: Raw -7991309.991700 + Penalty 3658.176527 = -7987651.815173
  nChanged 36758
		SP:Iteration 1F (96380.770000 sec): 3 clusters
  Score: Raw -8012640.026811 + Penalty 3658.176527 = -8008981.850284
  nChanged 2707
		SP:Iteration 2Q (96381.320000 sec): 3 clusters
  Score: Raw -8013336.321225 + Penalty 3658.176527 = -8009678.144698
  nChanged 2793
		SP:Iteration 3Q (96381.910000 sec): 3 clusters
  Score: Raw -8014130.745879 + Penalty 3658.176527 = -8010472.569352
  nChanged 2879
		SP:Iteration 4Q (96382.470000 sec): 3 clusters
  Score: Raw -8015035.678397 + Penalty 3658.176527 = -8011377.501870
  nChanged 3025
		SP:Iteration 5Q (96382.950000 sec): 3 clusters
  Score: Raw -8016063.377018 + Penalty 3658.176527 = -8012405.200491
  nChanged 3177
		SP:Iteration 6Q (96383.450000 sec): 3 clusters
  Score: Raw -8017206.886701 + Penalty 3658.176527 = -8013548.710174
  nChanged 3210
		SP:Iteration 7Q (96383.950000 sec): 3 clusters
  Score: Raw -8018446.675996 + Penalty 3658.176527 = -8014788.499469
  nChanged 3356
		SP:Iteration 8Q (96384.450000 sec): 3 clusters
  Score: Raw -8019922.725487 + Penalty 3658.176527 = -8016264.548960
  nChanged 3538
		SP:Iteration 9Q (96384.920000 sec): 3 clusters
  Score: Raw -8021711.872909 + Penalty 3658.176527 = -8018053.696382
  nChanged 3613
		SP:Iteration 10Q (96385.420000 sec): 3 clusters
  Score: Raw -8023950.418303 + Penalty 3658.176527 = -8020292.241776
  nChanged 3664
		SP:Iteration 11Q (96385.930000 sec): 3 clusters
  Score: Raw -8026625.636574 + Penalty 3658.176527 = -8022967.460047
  nChanged 3488
		SP:Iteration 12Q (96386.460000 sec): 3 clusters
  Score: Raw -8029149.510478 + Penalty 3658.176527 = -8025491.333951
  nChanged 2882
		SP:Iteration 13Q (96386.980000 sec): 3 clusters
  Score: Raw -8030922.871168 + Penalty 3658.176527 = -8027264.694641
  nChanged 2279
		SP:Iteration 14Q (96387.500000 sec): 3 clusters
  Score: Raw -8032049.760934 + Penalty 3658.176527 = -8028391.584407
  nChanged 1870
		SP:Iteration 15Q (96388.040000 sec): 3 clusters
  Score: Raw -8032880.448037 + Penalty 3658.176527 = -8029222.271511
  nChanged 1717
		SP:Iteration 16Q (96388.580000 sec): 3 clusters
  Score: Raw -8033670.642075 + Penalty 3658.176527 = -8030012.465548
  nChanged 1670
		SP:Iteration 17Q (96389.030000 sec): 3 clusters
  Score: Raw -8034468.222379 + Penalty 3658.176527 = -8030810.045852
  nChanged 1703
		SP:Iteration 18Q (96389.540000 sec): 3 clusters
  Score: Raw -8035355.633765 + Penalty 3658.176527 = -8031697.457239
  nChanged 1680
		SP:Iteration 19Q (96390.050000 sec): 3 clusters
  Score: Raw -8036283.702107 + Penalty 3658.176527 = -8032625.525581
  nChanged 1587
		SP:Iteration 20F (96390.550000 sec): 3 clusters
  Score: Raw -8037230.700966 + Penalty 3658.176527 = -8033572.524439
  nChanged 1435
		SP:Iteration 21Q (96391.130000 sec): 3 clusters
  Score: Raw -8038125.885569 + Penalty 3658.176527 = -8034467.709042
  nChanged 1293
		SP:Iteration 22Q (96391.640000 sec): 3 clusters
  Score: Raw -8038962.780435 + Penalty 3658.176527 = -8035304.603909
  nChanged 1080
		SP:Iteration 23Q (96392.190000 sec): 3 clusters
  Score: Raw -8039672.938959 + Penalty 3658.176527 = -8036014.762432
  nChanged 887
		SP:Iteration 24Q (96392.690000 sec): 3 clusters
  Score: Raw -8040255.463326 + Penalty 3658.176527 = -8036597.286799
  nChanged 654
		SP:Iteration 25Q (96393.160000 sec): 3 clusters
  Score: Raw -8040674.483938 + Penalty 3658.176527 = -8037016.307411
  nChanged 475
		SP:Iteration 26Q (96393.660000 sec): 3 clusters
  Score: Raw -8040958.341894 + Penalty 3658.176527 = -8037300.165367
  nChanged 312
		SP:Iteration 27Q (96394.140000 sec): 3 clusters
  Score: Raw -8041142.354290 + Penalty 3658.176527 = -8037484.177763
  nChanged 212
		SP:Iteration 28Q (96394.610000 sec): 3 clusters
  Score: Raw -8041261.278368 + Penalty 3658.176527 = -8037603.101841
  nChanged 144
		SP:Iteration 29Q (96395.240000 sec): 3 clusters
  Score: Raw -8041341.624797 + Penalty 3658.176527 = -8037683.448270
  nChanged 93
		SP:Iteration 30Q (96395.750000 sec): 3 clusters
  Score: Raw -8041384.100507 + Penalty 3658.176527 = -8037725.923980
  nChanged 61
		SP:Iteration 31Q (96396.260000 sec): 3 clusters
  Score: Raw -8041411.251982 + Penalty 3658.176527 = -8037753.075456
  nChanged 46
		SP:Iteration 32Q (96396.790000 sec): 3 clusters
  Score: Raw -8041438.740495 + Penalty 3658.176527 = -8037780.563968
  nChanged 47
		SP:Iteration 33Q (96397.270000 sec): 3 clusters
  Score: Raw -8041463.440911 + Penalty 3658.176527 = -8037805.264384
  nChanged 34
		SP:Iteration 34Q (96397.770000 sec): 3 clusters
  Score: Raw -8041476.113775 + Penalty 3658.176527 = -8037817.937248
  nChanged 16
		SP:Iteration 35Q (96398.330000 sec): 3 clusters
  Score: Raw -8041484.099361 + Penalty 3658.176527 = -8037825.922834
  nChanged 22
		SP:Iteration 36Q (96398.770000 sec): 3 clusters
  Score: Raw -8041495.276104 + Penalty 3658.176527 = -8037837.099577
  nChanged 19
		SP:Iteration 37Q (96399.270000 sec): 3 clusters
  Score: Raw -8041506.024767 + Penalty 3658.176527 = -8037847.848240
  nChanged 17
		SP:Iteration 38Q (96399.750000 sec): 3 clusters
  Score: Raw -8041512.739237 + Penalty 3658.176527 = -8037854.562711
  nChanged 15
		SP:Iteration 39Q (96400.170000 sec): 3 clusters
  Score: Raw -8041519.438464 + Penalty 3658.176527 = -8037861.261937
  nChanged 14
		SP:Iteration 40F (96400.690000 sec): 3 clusters
  Score: Raw -8041529.185014 + Penalty 3658.176527 = -8037871.008487
  nChanged 17
		SP:Iteration 41Q (96401.170000 sec): 3 clusters
  Score: Raw -8041542.449298 + Penalty 3658.176527 = -8037884.272771
  nChanged 18
		SP:Iteration 42Q (96401.620000 sec): 3 clusters
  Score: Raw -8041550.980551 + Penalty 3658.176527 = -8037892.804024
  nChanged 14
		SP:Iteration 43Q (96402.180000 sec): 3 clusters
  Score: Raw -8041559.046633 + Penalty 3658.176527 = -8037900.870106
  nChanged 8
		SP:Iteration 44Q (96402.670000 sec): 3 clusters
  Score: Raw -8041563.420488 + Penalty 3658.176527 = -8037905.243961
  nChanged 9
		SP:Iteration 45Q (96403.190000 sec): 3 clusters
  Score: Raw -8041569.952114 + Penalty 3658.176527 = -8037911.775587
  nChanged 14
		SP:Iteration 46Q (96403.670000 sec): 3 clusters
  Score: Raw -8041581.076210 + Penalty 3658.176527 = -8037922.899683
  nChanged 13
		SP:Iteration 47Q (96404.200000 sec): 3 clusters
  Score: Raw -8041591.369018 + Penalty 3658.176527 = -8037933.192491
  nChanged 9
		SP:Iteration 48Q (96404.790000 sec): 3 clusters
  Score: Raw -8041595.957880 + Penalty 3658.176527 = -8037937.781353
  nChanged 4
		SP:Iteration 49Q (96405.320000 sec): 3 clusters
  Score: Raw -8041597.858356 + Penalty 3658.176527 = -8037939.681830
  nChanged 5
		SP:Iteration 50Q (96405.810000 sec): 3 clusters
  Score: Raw -8041599.818693 + Penalty 3658.176527 = -8037941.642166
  nChanged 5
		SP:Iteration 51Q (96406.280000 sec): 3 clusters
  Score: Raw -8041602.017635 + Penalty 3658.176527 = -8037943.841108
  nChanged 4
		SP:Iteration 52Q (96406.790000 sec): 3 clusters
  Score: Raw -8041604.005685 + Penalty 3658.176527 = -8037945.829159
  nChanged 2
		SP:Iteration 53Q (96407.250000 sec): 3 clusters
  Score: Raw -8041605.384142 + Penalty 3658.176527 = -8037947.207615
  nChanged 2
		SP:Iteration 54Q (96407.720000 sec): 3 clusters
  Score: Raw -8041605.886882 + Penalty 3658.176527 = -8037947.710355
  nChanged 0
		SP:Iteration 55F (96408.220000 sec): 3 clusters
  Score: Raw -8041605.886882 + Penalty 3658.176527 = -8037947.710355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96408.330000 sec): 2 clusters
  Score: Raw -18361.788267 + Penalty 874.980448 = -17486.807819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96408.510000 sec): 3 clusters
  Score: Raw -18549.159851 + Penalty 1749.960895 = -16799.198956
  nChanged 37
		SP:Iteration 1F (96408.720000 sec): 3 clusters
  Score: Raw -18691.935428 + Penalty 1749.960895 = -16941.974532
  nChanged 12
		SP:Iteration 2F (96408.910000 sec): 3 clusters
  Score: Raw -18772.032742 + Penalty 1749.960895 = -17022.071846
  nChanged 5
		SP:Iteration 3Q (96409.080000 sec): 3 clusters
  Score: Raw -18795.564894 + Penalty 1749.960895 = -17045.603999
  nChanged 4
		SP:Iteration 4Q (96409.320000 sec): 3 clusters
  Score: Raw -18814.587263 + Penalty 1749.960895 = -17064.626367
  nChanged 1
		SP:Iteration 5Q (96409.520000 sec): 3 clusters
  Score: Raw -18817.138525 + Penalty 1749.960895 = -17067.177630
  nChanged 1
		SP:Iteration 6Q (96409.650000 sec): 3 clusters
  Score: Raw -18819.731264 + Penalty 1749.960895 = -17069.770369
  nChanged 0
		SP:Iteration 7F (96409.880000 sec): 3 clusters
  Score: Raw -18819.731264 + Penalty 1749.960895 = -17069.770369
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96410.010000 sec): 2 clusters
  Score: Raw -863470.180917 + Penalty 1466.127426 = -862004.053491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96410.260000 sec): 3 clusters
  Score: Raw -858829.247838 + Penalty 2932.254852 = -855896.992986
  nChanged 3540
		SP:Iteration 1F (96410.480000 sec): 3 clusters
  Score: Raw -860813.239184 + Penalty 2932.254852 = -857880.984331
  nChanged 540
		SP:Iteration 2F (96410.720000 sec): 3 clusters
  Score: Raw -861089.295489 + Penalty 2932.254852 = -858157.040637
  nChanged 441
		SP:Iteration 3F (96410.970000 sec): 3 clusters
  Score: Raw -861316.708945 + Penalty 2932.254852 = -858384.454093
  nChanged 378
		SP:Iteration 4Q (96411.210000 sec): 3 clusters
  Score: Raw -861495.494693 + Penalty 2932.254852 = -858563.239840
  nChanged 322
		SP:Iteration 5Q (96411.420000 sec): 3 clusters
  Score: Raw -861643.367444 + Penalty 2932.254852 = -858711.112592
  nChanged 318
		SP:Iteration 6Q (96411.670000 sec): 3 clusters
  Score: Raw -861802.165250 + Penalty 2932.254852 = -858869.910397
  nChanged 335
		SP:Iteration 7Q (96411.880000 sec): 3 clusters
  Score: Raw -861970.543736 + Penalty 2932.254852 = -859038.288883
  nChanged 339
		SP:Iteration 8Q (96412.080000 sec): 3 clusters
  Score: Raw -862168.304059 + Penalty 2932.254852 = -859236.049207
  nChanged 346
		SP:Iteration 9Q (96412.330000 sec): 3 clusters
  Score: Raw -862388.480920 + Penalty 2932.254852 = -859456.226067
  nChanged 347
		SP:Iteration 10Q (96412.540000 sec): 3 clusters
  Score: Raw -862625.018954 + Penalty 2932.254852 = -859692.764101
  nChanged 311
		SP:Iteration 11Q (96412.790000 sec): 3 clusters
  Score: Raw -862839.040249 + Penalty 2932.254852 = -859906.785397
  nChanged 255
		SP:Iteration 12Q (96413.000000 sec): 3 clusters
  Score: Raw -863013.056360 + Penalty 2932.254852 = -860080.801507
  nChanged 203
		SP:Iteration 13Q (96413.220000 sec): 3 clusters
  Score: Raw -863156.529484 + Penalty 2932.254852 = -860224.274632
  nChanged 173
		SP:Iteration 14Q (96413.430000 sec): 3 clusters
  Score: Raw -863304.331140 + Penalty 2932.254852 = -860372.076288
  nChanged 137
		SP:Iteration 15Q (96413.680000 sec): 3 clusters
  Score: Raw -863412.861987 + Penalty 2932.254852 = -860480.607134
  nChanged 100
		SP:Iteration 16Q (96413.870000 sec): 3 clusters
  Score: Raw -863503.364882 + Penalty 2932.254852 = -860571.110030
  nChanged 59
		SP:Iteration 17Q (96414.150000 sec): 3 clusters
  Score: Raw -863553.279152 + Penalty 2932.254852 = -860621.024299
  nChanged 39
		SP:Iteration 18Q (96414.380000 sec): 3 clusters
  Score: Raw -863588.441129 + Penalty 2932.254852 = -860656.186277
  nChanged 29
		SP:Iteration 19Q (96414.580000 sec): 3 clusters
  Score: Raw -863612.315414 + Penalty 2932.254852 = -860680.060562
  nChanged 22
		SP:Iteration 20F (96414.770000 sec): 3 clusters
  Score: Raw -863630.706460 + Penalty 2932.254852 = -860698.451608
  nChanged 10
		SP:Iteration 21Q (96415.020000 sec): 3 clusters
  Score: Raw -863638.171342 + Penalty 2932.254852 = -860705.916490
  nChanged 8
		SP:Iteration 22Q (96415.250000 sec): 3 clusters
  Score: Raw -863646.605467 + Penalty 2932.254852 = -860714.350615
  nChanged 7
		SP:Iteration 23Q (96415.500000 sec): 3 clusters
  Score: Raw -863654.381656 + Penalty 2932.254852 = -860722.126804
  nChanged 5
		SP:Iteration 24Q (96415.710000 sec): 3 clusters
  Score: Raw -863657.668673 + Penalty 2932.254852 = -860725.413821
  nChanged 5
		SP:Iteration 25Q (96415.920000 sec): 3 clusters
  Score: Raw -863662.577455 + Penalty 2932.254852 = -860730.322602
  nChanged 2
		SP:Iteration 26Q (96416.110000 sec): 3 clusters
  Score: Raw -863663.774702 + Penalty 2932.254852 = -860731.519850
  nChanged 1
		SP:Iteration 27Q (96416.350000 sec): 3 clusters
  Score: Raw -863664.224133 + Penalty 2932.254852 = -860731.969281
  nChanged 1
		SP:Iteration 28Q (96416.550000 sec): 3 clusters
  Score: Raw -863664.733968 + Penalty 2932.254852 = -860732.479116
  nChanged 1
		SP:Iteration 29Q (96416.800000 sec): 3 clusters
  Score: Raw -863665.245194 + Penalty 2932.254852 = -860732.990342
  nChanged 0
		SP:Iteration 30F (96417.060000 sec): 3 clusters
  Score: Raw -863665.245194 + Penalty 2932.254852 = -860732.990342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96417.460000 sec): 2 clusters
  Score: Raw -7745952.330302 + Penalty 1825.147349 = -7744127.182954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96417.990000 sec): 3 clusters
  Score: Raw -7697424.361299 + Penalty 3650.294697 = -7693774.066602
  nChanged 35913
		SP:Iteration 1F (96418.480000 sec): 3 clusters
  Score: Raw -7718775.977657 + Penalty 3650.294697 = -7715125.682960
  nChanged 3261
		SP:Iteration 2Q (96419.000000 sec): 3 clusters
  Score: Raw -7719911.720800 + Penalty 3650.294697 = -7716261.426102
  nChanged 3772
		SP:Iteration 3Q (96419.590000 sec): 3 clusters
  Score: Raw -7721435.729436 + Penalty 3650.294697 = -7717785.434739
  nChanged 4321
		SP:Iteration 4F (96420.180000 sec): 3 clusters
  Score: Raw -7723433.386525 + Penalty 3650.294697 = -7719783.091827
  nChanged 4650
		SP:Iteration 5F (96420.760000 sec): 3 clusters
  Score: Raw -7725929.869396 + Penalty 3650.294697 = -7722279.574699
  nChanged 4923
		SP:Iteration 6F (96421.260000 sec): 3 clusters
  Score: Raw -7729054.885138 + Penalty 3650.294697 = -7725404.590441
  nChanged 5152
		SP:Iteration 7F (96421.830000 sec): 3 clusters
  Score: Raw -7732906.513256 + Penalty 3650.294697 = -7729256.218558
  nChanged 5028
		SP:Iteration 8F (96422.400000 sec): 3 clusters
  Score: Raw -7737196.630591 + Penalty 3650.294697 = -7733546.335893
  nChanged 4264
		SP:Iteration 9F (96422.840000 sec): 3 clusters
  Score: Raw -7741134.409251 + Penalty 3650.294697 = -7737484.114554
  nChanged 2944
		SP:Iteration 10Q (96423.310000 sec): 3 clusters
  Score: Raw -7743912.672846 + Penalty 3650.294697 = -7740262.378148
  nChanged 1613
		SP:Iteration 11Q (96423.790000 sec): 3 clusters
  Score: Raw -7745389.018107 + Penalty 3650.294697 = -7741738.723410
  nChanged 642
		SP:Iteration 12Q (96424.290000 sec): 3 clusters
  Score: Raw -7745934.745864 + Penalty 3650.294697 = -7742284.451166
  nChanged 246
		SP:Iteration 13Q (96424.740000 sec): 3 clusters
  Score: Raw -7746165.674571 + Penalty 3650.294697 = -7742515.379874
  nChanged 135
		SP:Iteration 14Q (96425.200000 sec): 3 clusters
  Score: Raw -7746324.823307 + Penalty 3650.294697 = -7742674.528610
  nChanged 93
		SP:Iteration 15Q (96425.710000 sec): 3 clusters
  Score: Raw -7746459.879375 + Penalty 3650.294697 = -7742809.584677
  nChanged 106
		SP:Iteration 16Q (96426.170000 sec): 3 clusters
  Score: Raw -7746579.443712 + Penalty 3650.294697 = -7742929.149015
  nChanged 103
		SP:Iteration 17Q (96426.570000 sec): 3 clusters
  Score: Raw -7746690.898410 + Penalty 3650.294697 = -7743040.603712
  nChanged 109
		SP:Iteration 18Q (96427.050000 sec): 3 clusters
  Score: Raw -7746803.663506 + Penalty 3650.294697 = -7743153.368809
  nChanged 102
		SP:Iteration 19Q (96427.510000 sec): 3 clusters
  Score: Raw -7746893.002785 + Penalty 3650.294697 = -7743242.708088
  nChanged 89
		SP:Iteration 20F (96427.990000 sec): 3 clusters
  Score: Raw -7746972.612581 + Penalty 3650.294697 = -7743322.317884
  nChanged 89
		SP:Iteration 21Q (96428.440000 sec): 3 clusters
  Score: Raw -7747033.354974 + Penalty 3650.294697 = -7743383.060276
  nChanged 78
		SP:Iteration 22Q (96428.920000 sec): 3 clusters
  Score: Raw -7747075.211147 + Penalty 3650.294697 = -7743424.916449
  nChanged 58
		SP:Iteration 23Q (96429.400000 sec): 3 clusters
  Score: Raw -7747109.749994 + Penalty 3650.294697 = -7743459.455296
  nChanged 65
		SP:Iteration 24Q (96429.900000 sec): 3 clusters
  Score: Raw -7747141.649486 + Penalty 3650.294697 = -7743491.354788
  nChanged 43
		SP:Iteration 25Q (96430.390000 sec): 3 clusters
  Score: Raw -7747160.213039 + Penalty 3650.294697 = -7743509.918342
  nChanged 33
		SP:Iteration 26Q (96430.840000 sec): 3 clusters
  Score: Raw -7747172.277201 + Penalty 3650.294697 = -7743521.982504
  nChanged 30
		SP:Iteration 27Q (96431.300000 sec): 3 clusters
  Score: Raw -7747181.969684 + Penalty 3650.294697 = -7743531.674986
  nChanged 24
		SP:Iteration 28Q (96431.760000 sec): 3 clusters
  Score: Raw -7747188.790075 + Penalty 3650.294697 = -7743538.495378
  nChanged 15
		SP:Iteration 29Q (96432.230000 sec): 3 clusters
  Score: Raw -7747194.369544 + Penalty 3650.294697 = -7743544.074847
  nChanged 14
		SP:Iteration 30Q (96432.720000 sec): 3 clusters
  Score: Raw -7747198.088274 + Penalty 3650.294697 = -7743547.793577
  nChanged 13
		SP:Iteration 31Q (96433.250000 sec): 3 clusters
  Score: Raw -7747201.456588 + Penalty 3650.294697 = -7743551.161891
  nChanged 13
		SP:Iteration 32Q (96433.710000 sec): 3 clusters
  Score: Raw -7747205.131118 + Penalty 3650.294697 = -7743554.836421
  nChanged 11
		SP:Iteration 33Q (96434.200000 sec): 3 clusters
  Score: Raw -7747207.159228 + Penalty 3650.294697 = -7743556.864531
  nChanged 5
		SP:Iteration 34Q (96434.660000 sec): 3 clusters
  Score: Raw -7747208.001109 + Penalty 3650.294697 = -7743557.706412
  nChanged 5
		SP:Iteration 35Q (96435.140000 sec): 3 clusters
  Score: Raw -7747209.097411 + Penalty 3650.294697 = -7743558.802714
  nChanged 1
		SP:Iteration 36Q (96435.630000 sec): 3 clusters
  Score: Raw -7747209.299100 + Penalty 3650.294697 = -7743559.004402
  nChanged 3
		SP:Iteration 37Q (96436.120000 sec): 3 clusters
  Score: Raw -7747209.976851 + Penalty 3650.294697 = -7743559.682154
  nChanged 4
		SP:Iteration 38Q (96436.590000 sec): 3 clusters
  Score: Raw -7747210.450444 + Penalty 3650.294697 = -7743560.155746
  nChanged 6
		SP:Iteration 39Q (96437.060000 sec): 3 clusters
  Score: Raw -7747211.349976 + Penalty 3650.294697 = -7743561.055279
  nChanged 2
		SP:Iteration 40F (96437.540000 sec): 3 clusters
  Score: Raw -7747212.782058 + Penalty 3650.294697 = -7743562.487360
  nChanged 2
		SP:Iteration 41Q (96438.000000 sec): 3 clusters
  Score: Raw -7747213.546406 + Penalty 3650.294697 = -7743563.251708
  nChanged 2
		SP:Iteration 42Q (96438.500000 sec): 3 clusters
  Score: Raw -7747213.801566 + Penalty 3650.294697 = -7743563.506869
  nChanged 0
		SP:Iteration 43F (96438.930000 sec): 3 clusters
  Score: Raw -7747213.801566 + Penalty 3650.294697 = -7743563.506869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96439.100000 sec): 2 clusters
  Score: Raw -1517217.617088 + Penalty 1558.665221 = -1515658.951868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96439.380000 sec): 3 clusters
  Score: Raw -1508566.213750 + Penalty 3117.330442 = -1505448.883309
  nChanged 6554
		SP:Iteration 1F (96439.630000 sec): 3 clusters
  Score: Raw -1512136.521605 + Penalty 3117.330442 = -1509019.191164
  nChanged 785
		SP:Iteration 2F (96439.880000 sec): 3 clusters
  Score: Raw -1512433.705893 + Penalty 3117.330442 = -1509316.375452
  nChanged 707
		SP:Iteration 3Q (96440.200000 sec): 3 clusters
  Score: Raw -1512717.839403 + Penalty 3117.330442 = -1509600.508961
  nChanged 640
		SP:Iteration 4Q (96440.480000 sec): 3 clusters
  Score: Raw -1512976.181235 + Penalty 3117.330442 = -1509858.850793
  nChanged 646
		SP:Iteration 5Q (96440.710000 sec): 3 clusters
  Score: Raw -1513249.184591 + Penalty 3117.330442 = -1510131.854149
  nChanged 636
		SP:Iteration 6Q (96440.990000 sec): 3 clusters
  Score: Raw -1513549.545669 + Penalty 3117.330442 = -1510432.215228
  nChanged 647
		SP:Iteration 7Q (96441.260000 sec): 3 clusters
  Score: Raw -1513886.296419 + Penalty 3117.330442 = -1510768.965977
  nChanged 671
		SP:Iteration 8Q (96441.580000 sec): 3 clusters
  Score: Raw -1514221.906244 + Penalty 3117.330442 = -1511104.575803
  nChanged 599
		SP:Iteration 9Q (96441.880000 sec): 3 clusters
  Score: Raw -1514510.571623 + Penalty 3117.330442 = -1511393.241181
  nChanged 553
		SP:Iteration 10Q (96442.140000 sec): 3 clusters
  Score: Raw -1514769.404826 + Penalty 3117.330442 = -1511652.074384
  nChanged 488
		SP:Iteration 11Q (96442.440000 sec): 3 clusters
  Score: Raw -1514973.234943 + Penalty 3117.330442 = -1511855.904501
  nChanged 436
		SP:Iteration 12Q (96442.690000 sec): 3 clusters
  Score: Raw -1515130.865981 + Penalty 3117.330442 = -1512013.535539
  nChanged 373
		SP:Iteration 13Q (96442.920000 sec): 3 clusters
  Score: Raw -1515265.573277 + Penalty 3117.330442 = -1512148.242835
  nChanged 402
		SP:Iteration 14Q (96443.170000 sec): 3 clusters
  Score: Raw -1515430.664182 + Penalty 3117.330442 = -1512313.333741
  nChanged 384
		SP:Iteration 15Q (96443.410000 sec): 3 clusters
  Score: Raw -1515578.733218 + Penalty 3117.330442 = -1512461.402776
  nChanged 370
		SP:Iteration 16Q (96443.690000 sec): 3 clusters
  Score: Raw -1515720.026386 + Penalty 3117.330442 = -1512602.695944
  nChanged 398
		SP:Iteration 17Q (96443.980000 sec): 3 clusters
  Score: Raw -1515875.878484 + Penalty 3117.330442 = -1512758.548043
  nChanged 400
		SP:Iteration 18Q (96444.220000 sec): 3 clusters
  Score: Raw -1516038.014284 + Penalty 3117.330442 = -1512920.683842
  nChanged 398
		SP:Iteration 19Q (96444.450000 sec): 3 clusters
  Score: Raw -1516199.159453 + Penalty 3117.330442 = -1513081.829011
  nChanged 377
		SP:Iteration 20F (96444.720000 sec): 3 clusters
  Score: Raw -1516357.400616 + Penalty 3117.330442 = -1513240.070174
  nChanged 369
		SP:Iteration 21Q (96445.030000 sec): 3 clusters
  Score: Raw -1516509.550889 + Penalty 3117.330442 = -1513392.220448
  nChanged 336
		SP:Iteration 22Q (96445.240000 sec): 3 clusters
  Score: Raw -1516658.524703 + Penalty 3117.330442 = -1513541.194262
  nChanged 338
		SP:Iteration 23Q (96445.500000 sec): 3 clusters
  Score: Raw -1516810.589307 + Penalty 3117.330442 = -1513693.258865
  nChanged 296
		SP:Iteration 24Q (96445.750000 sec): 3 clusters
  Score: Raw -1516939.356714 + Penalty 3117.330442 = -1513822.026272
  nChanged 256
		SP:Iteration 25Q (96446.040000 sec): 3 clusters
  Score: Raw -1517055.080207 + Penalty 3117.330442 = -1513937.749766
  nChanged 225
		SP:Iteration 26Q (96446.240000 sec): 3 clusters
  Score: Raw -1517152.430232 + Penalty 3117.330442 = -1514035.099791
  nChanged 175
		SP:Iteration 27Q (96446.510000 sec): 3 clusters
  Score: Raw -1517221.222496 + Penalty 3117.330442 = -1514103.892054
  nChanged 142
		SP:Iteration 28Q (96446.750000 sec): 3 clusters
  Score: Raw -1517282.188821 + Penalty 3117.330442 = -1514164.858379
  nChanged 116
		SP:Iteration 29Q (96446.960000 sec): 3 clusters
  Score: Raw -1517332.130928 + Penalty 3117.330442 = -1514214.800486
  nChanged 115
		SP:Iteration 30Q (96447.250000 sec): 3 clusters
  Score: Raw -1517376.276742 + Penalty 3117.330442 = -1514258.946300
  nChanged 79
		SP:Iteration 31Q (96447.490000 sec): 3 clusters
  Score: Raw -1517412.995701 + Penalty 3117.330442 = -1514295.665260
  nChanged 69
		SP:Iteration 32Q (96447.690000 sec): 3 clusters
  Score: Raw -1517439.156511 + Penalty 3117.330442 = -1514321.826069
  nChanged 44
		SP:Iteration 33Q (96447.970000 sec): 3 clusters
  Score: Raw -1517452.562422 + Penalty 3117.330442 = -1514335.231980
  nChanged 37
		SP:Iteration 34Q (96448.200000 sec): 3 clusters
  Score: Raw -1517463.847863 + Penalty 3117.330442 = -1514346.517421
  nChanged 30
		SP:Iteration 35Q (96448.460000 sec): 3 clusters
  Score: Raw -1517474.616714 + Penalty 3117.330442 = -1514357.286272
  nChanged 31
		SP:Iteration 36Q (96448.730000 sec): 3 clusters
  Score: Raw -1517484.465189 + Penalty 3117.330442 = -1514367.134747
  nChanged 22
		SP:Iteration 37Q (96448.960000 sec): 3 clusters
  Score: Raw -1517490.822972 + Penalty 3117.330442 = -1514373.492531
  nChanged 15
		SP:Iteration 38Q (96449.230000 sec): 3 clusters
  Score: Raw -1517496.480415 + Penalty 3117.330442 = -1514379.149973
  nChanged 21
		SP:Iteration 39Q (96449.440000 sec): 3 clusters
  Score: Raw -1517504.432952 + Penalty 3117.330442 = -1514387.102510
  nChanged 22
		SP:Iteration 40F (96449.740000 sec): 3 clusters
  Score: Raw -1517512.987814 + Penalty 3117.330442 = -1514395.657372
  nChanged 16
		SP:Iteration 41Q (96449.960000 sec): 3 clusters
  Score: Raw -1517518.181993 + Penalty 3117.330442 = -1514400.851551
  nChanged 14
		SP:Iteration 42Q (96450.200000 sec): 3 clusters
  Score: Raw -1517522.636449 + Penalty 3117.330442 = -1514405.306007
  nChanged 11
		SP:Iteration 43Q (96450.440000 sec): 3 clusters
  Score: Raw -1517526.304475 + Penalty 3117.330442 = -1514408.974033
  nChanged 7
		SP:Iteration 44Q (96450.670000 sec): 3 clusters
  Score: Raw -1517528.545716 + Penalty 3117.330442 = -1514411.215274
  nChanged 4
		SP:Iteration 45Q (96450.870000 sec): 3 clusters
  Score: Raw -1517529.848873 + Penalty 3117.330442 = -1514412.518431
  nChanged 2
		SP:Iteration 46Q (96451.110000 sec): 3 clusters
  Score: Raw -1517530.355236 + Penalty 3117.330442 = -1514413.024794
  nChanged 5
		SP:Iteration 47Q (96451.350000 sec): 3 clusters
  Score: Raw -1517531.464591 + Penalty 3117.330442 = -1514414.134150
  nChanged 3
		SP:Iteration 48Q (96451.620000 sec): 3 clusters
  Score: Raw -1517532.469111 + Penalty 3117.330442 = -1514415.138670
  nChanged 4
		SP:Iteration 49Q (96451.850000 sec): 3 clusters
  Score: Raw -1517533.914169 + Penalty 3117.330442 = -1514416.583728
  nChanged 3
		SP:Iteration 50Q (96452.120000 sec): 3 clusters
  Score: Raw -1517535.026786 + Penalty 3117.330442 = -1514417.696345
  nChanged 3
		SP:Iteration 51Q (96452.390000 sec): 3 clusters
  Score: Raw -1517535.905684 + Penalty 3117.330442 = -1514418.575243
  nChanged 4
		SP:Iteration 52Q (96452.650000 sec): 3 clusters
  Score: Raw -1517536.858903 + Penalty 3117.330442 = -1514419.528462
  nChanged 3
		SP:Iteration 53Q (96452.880000 sec): 3 clusters
  Score: Raw -1517537.491133 + Penalty 3117.330442 = -1514420.160692
  nChanged 4
		SP:Iteration 54Q (96453.120000 sec): 3 clusters
  Score: Raw -1517539.154829 + Penalty 3117.330442 = -1514421.824387
  nChanged 8
		SP:Iteration 55Q (96453.390000 sec): 3 clusters
  Score: Raw -1517541.371866 + Penalty 3117.330442 = -1514424.041425
  nChanged 5
		SP:Iteration 56Q (96453.640000 sec): 3 clusters
  Score: Raw -1517542.555922 + Penalty 3117.330442 = -1514425.225480
  nChanged 5
		SP:Iteration 57Q (96453.860000 sec): 3 clusters
  Score: Raw -1517545.254006 + Penalty 3117.330442 = -1514427.923565
  nChanged 11
		SP:Iteration 58Q (96454.160000 sec): 3 clusters
  Score: Raw -1517550.752213 + Penalty 3117.330442 = -1514433.421772
  nChanged 11
		SP:Iteration 59Q (96454.380000 sec): 3 clusters
  Score: Raw -1517554.804441 + Penalty 3117.330442 = -1514437.473999
  nChanged 13
		SP:Iteration 60F (96454.620000 sec): 3 clusters
  Score: Raw -1517559.362760 + Penalty 3117.330442 = -1514442.032318
  nChanged 11
		SP:Iteration 61Q (96454.840000 sec): 3 clusters
  Score: Raw -1517563.764301 + Penalty 3117.330442 = -1514446.433859
  nChanged 12
		SP:Iteration 62Q (96455.090000 sec): 3 clusters
  Score: Raw -1517568.904515 + Penalty 3117.330442 = -1514451.574074
  nChanged 13
		SP:Iteration 63Q (96455.380000 sec): 3 clusters
  Score: Raw -1517574.791178 + Penalty 3117.330442 = -1514457.460736
  nChanged 10
		SP:Iteration 64Q (96455.640000 sec): 3 clusters
  Score: Raw -1517579.337819 + Penalty 3117.330442 = -1514462.007378
  nChanged 6
		SP:Iteration 65Q (96455.950000 sec): 3 clusters
  Score: Raw -1517581.322299 + Penalty 3117.330442 = -1514463.991857
  nChanged 5
		SP:Iteration 66Q (96456.250000 sec): 3 clusters
  Score: Raw -1517583.268993 + Penalty 3117.330442 = -1514465.938551
  nChanged 6
		SP:Iteration 67Q (96456.500000 sec): 3 clusters
  Score: Raw -1517585.000462 + Penalty 3117.330442 = -1514467.670020
  nChanged 6
		SP:Iteration 68Q (96456.760000 sec): 3 clusters
  Score: Raw -1517587.356334 + Penalty 3117.330442 = -1514470.025892
  nChanged 10
		SP:Iteration 69Q (96457.060000 sec): 3 clusters
  Score: Raw -1517590.740028 + Penalty 3117.330442 = -1514473.409586
  nChanged 7
		SP:Iteration 70Q (96457.310000 sec): 3 clusters
  Score: Raw -1517593.187661 + Penalty 3117.330442 = -1514475.857219
  nChanged 6
		SP:Iteration 71Q (96457.600000 sec): 3 clusters
  Score: Raw -1517596.006592 + Penalty 3117.330442 = -1514478.676150
  nChanged 4
		SP:Iteration 72Q (96457.890000 sec): 3 clusters
  Score: Raw -1517598.038292 + Penalty 3117.330442 = -1514480.707850
  nChanged 8
		SP:Iteration 73Q (96458.150000 sec): 3 clusters
  Score: Raw -1517600.077520 + Penalty 3117.330442 = -1514482.747079
  nChanged 4
		SP:Iteration 74Q (96458.370000 sec): 3 clusters
  Score: Raw -1517601.179234 + Penalty 3117.330442 = -1514483.848792
  nChanged 1
		SP:Iteration 75Q (96458.610000 sec): 3 clusters
  Score: Raw -1517601.524280 + Penalty 3117.330442 = -1514484.193838
  nChanged 1
		SP:Iteration 76Q (96458.900000 sec): 3 clusters
  Score: Raw -1517601.864582 + Penalty 3117.330442 = -1514484.534140
  nChanged 1
		SP:Iteration 77Q (96459.110000 sec): 3 clusters
  Score: Raw -1517602.029753 + Penalty 3117.330442 = -1514484.699311
  nChanged 2
		SP:Iteration 78Q (96459.390000 sec): 3 clusters
  Score: Raw -1517602.885797 + Penalty 3117.330442 = -1514485.555356
  nChanged 2
		SP:Iteration 79Q (96459.600000 sec): 3 clusters
  Score: Raw -1517603.365727 + Penalty 3117.330442 = -1514486.035285
  nChanged 3
		SP:Iteration 80F (96459.830000 sec): 3 clusters
  Score: Raw -1517604.252055 + Penalty 3117.330442 = -1514486.921613
  nChanged 3
		SP:Iteration 81Q (96460.100000 sec): 3 clusters
  Score: Raw -1517604.970174 + Penalty 3117.330442 = -1514487.639733
  nChanged 0
		SP:Iteration 82F (96460.410000 sec): 3 clusters
  Score: Raw -1517604.970174 + Penalty 3117.330442 = -1514487.639733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96460.680000 sec): 2 clusters
  Score: Raw -3553641.937031 + Penalty 1706.779374 = -3551935.157658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96461.050000 sec): 3 clusters
  Score: Raw -3530921.503947 + Penalty 3413.558747 = -3527507.945200
  nChanged 16865
		SP:Iteration 1F (96461.370000 sec): 3 clusters
  Score: Raw -3540703.582096 + Penalty 3413.558747 = -3537290.023349
  nChanged 1995
		SP:Iteration 2F (96461.690000 sec): 3 clusters
  Score: Raw -3541643.238671 + Penalty 3413.558747 = -3538229.679924
  nChanged 2176
		SP:Iteration 3F (96462.030000 sec): 3 clusters
  Score: Raw -3542850.804169 + Penalty 3413.558747 = -3539437.245422
  nChanged 2390
		SP:Iteration 4F (96462.360000 sec): 3 clusters
  Score: Raw -3544402.744188 + Penalty 3413.558747 = -3540989.185441
  nChanged 2359
		SP:Iteration 5F (96462.710000 sec): 3 clusters
  Score: Raw -3546077.067199 + Penalty 3413.558747 = -3542663.508452
  nChanged 2292
		SP:Iteration 6F (96463.050000 sec): 3 clusters
  Score: Raw -3548024.996910 + Penalty 3413.558747 = -3544611.438163
  nChanged 2075
		SP:Iteration 7F (96463.390000 sec): 3 clusters
  Score: Raw -3549995.691344 + Penalty 3413.558747 = -3546582.132597
  nChanged 1577
		SP:Iteration 8Q (96463.680000 sec): 3 clusters
  Score: Raw -3551375.711304 + Penalty 3413.558747 = -3547962.152557
  nChanged 1110
		SP:Iteration 9Q (96464.010000 sec): 3 clusters
  Score: Raw -3552244.426845 + Penalty 3413.558747 = -3548830.868097
  nChanged 821
		SP:Iteration 10Q (96464.340000 sec): 3 clusters
  Score: Raw -3552767.349823 + Penalty 3413.558747 = -3549353.791076
  nChanged 579
		SP:Iteration 11Q (96464.690000 sec): 3 clusters
  Score: Raw -3553062.526035 + Penalty 3413.558747 = -3549648.967287
  nChanged 449
		SP:Iteration 12Q (96465.000000 sec): 3 clusters
  Score: Raw -3553268.892205 + Penalty 3413.558747 = -3549855.333458
  nChanged 365
		SP:Iteration 13Q (96465.300000 sec): 3 clusters
  Score: Raw -3553430.303741 + Penalty 3413.558747 = -3550016.744994
  nChanged 301
		SP:Iteration 14Q (96465.590000 sec): 3 clusters
  Score: Raw -3553544.107261 + Penalty 3413.558747 = -3550130.548514
  nChanged 245
		SP:Iteration 15Q (96465.950000 sec): 3 clusters
  Score: Raw -3553629.907949 + Penalty 3413.558747 = -3550216.349202
  nChanged 211
		SP:Iteration 16Q (96466.220000 sec): 3 clusters
  Score: Raw -3553702.911847 + Penalty 3413.558747 = -3550289.353100
  nChanged 202
		SP:Iteration 17Q (96466.570000 sec): 3 clusters
  Score: Raw -3553775.153078 + Penalty 3413.558747 = -3550361.594331
  nChanged 168
		SP:Iteration 18Q (96466.910000 sec): 3 clusters
  Score: Raw -3553833.150548 + Penalty 3413.558747 = -3550419.591801
  nChanged 155
		SP:Iteration 19Q (96467.250000 sec): 3 clusters
  Score: Raw -3553888.250731 + Penalty 3413.558747 = -3550474.691984
  nChanged 131
		SP:Iteration 20F (96467.640000 sec): 3 clusters
  Score: Raw -3553934.517918 + Penalty 3413.558747 = -3550520.959170
  nChanged 109
		SP:Iteration 21Q (96467.960000 sec): 3 clusters
  Score: Raw -3553973.115146 + Penalty 3413.558747 = -3550559.556398
  nChanged 97
		SP:Iteration 22Q (96468.300000 sec): 3 clusters
  Score: Raw -3554005.798533 + Penalty 3413.558747 = -3550592.239786
  nChanged 84
		SP:Iteration 23Q (96468.650000 sec): 3 clusters
  Score: Raw -3554031.430395 + Penalty 3413.558747 = -3550617.871647
  nChanged 71
		SP:Iteration 24Q (96468.960000 sec): 3 clusters
  Score: Raw -3554051.777508 + Penalty 3413.558747 = -3550638.218761
  nChanged 56
		SP:Iteration 25Q (96469.310000 sec): 3 clusters
  Score: Raw -3554068.144310 + Penalty 3413.558747 = -3550654.585563
  nChanged 61
		SP:Iteration 26Q (96469.660000 sec): 3 clusters
  Score: Raw -3554085.608522 + Penalty 3413.558747 = -3550672.049774
  nChanged 63
		SP:Iteration 27Q (96469.960000 sec): 3 clusters
  Score: Raw -3554104.222097 + Penalty 3413.558747 = -3550690.663350
  nChanged 51
		SP:Iteration 28Q (96470.290000 sec): 3 clusters
  Score: Raw -3554119.258791 + Penalty 3413.558747 = -3550705.700044
  nChanged 54
		SP:Iteration 29Q (96470.630000 sec): 3 clusters
  Score: Raw -3554134.298777 + Penalty 3413.558747 = -3550720.740030
  nChanged 36
		SP:Iteration 30Q (96470.980000 sec): 3 clusters
  Score: Raw -3554143.417867 + Penalty 3413.558747 = -3550729.859120
  nChanged 31
		SP:Iteration 31Q (96471.250000 sec): 3 clusters
  Score: Raw -3554150.772275 + Penalty 3413.558747 = -3550737.213528
  nChanged 27
		SP:Iteration 32Q (96471.570000 sec): 3 clusters
  Score: Raw -3554158.053882 + Penalty 3413.558747 = -3550744.495135
  nChanged 33
		SP:Iteration 33Q (96471.940000 sec): 3 clusters
  Score: Raw -3554166.737621 + Penalty 3413.558747 = -3550753.178874
  nChanged 31
		SP:Iteration 34Q (96472.310000 sec): 3 clusters
  Score: Raw -3554175.577411 + Penalty 3413.558747 = -3550762.018664
  nChanged 26
		SP:Iteration 35Q (96472.610000 sec): 3 clusters
  Score: Raw -3554180.840661 + Penalty 3413.558747 = -3550767.281914
  nChanged 20
		SP:Iteration 36Q (96472.940000 sec): 3 clusters
  Score: Raw -3554185.843443 + Penalty 3413.558747 = -3550772.284696
  nChanged 20
		SP:Iteration 37Q (96473.320000 sec): 3 clusters
  Score: Raw -3554191.776002 + Penalty 3413.558747 = -3550778.217255
  nChanged 28
		SP:Iteration 38Q (96473.650000 sec): 3 clusters
  Score: Raw -3554198.041047 + Penalty 3413.558747 = -3550784.482300
  nChanged 23
		SP:Iteration 39Q (96474.020000 sec): 3 clusters
  Score: Raw -3554205.768882 + Penalty 3413.558747 = -3550792.210135
  nChanged 27
		SP:Iteration 40F (96474.320000 sec): 3 clusters
  Score: Raw -3554212.605056 + Penalty 3413.558747 = -3550799.046308
  nChanged 25
		SP:Iteration 41Q (96474.630000 sec): 3 clusters
  Score: Raw -3554219.117093 + Penalty 3413.558747 = -3550805.558346
  nChanged 23
		SP:Iteration 42Q (96474.910000 sec): 3 clusters
  Score: Raw -3554224.592242 + Penalty 3413.558747 = -3550811.033494
  nChanged 22
		SP:Iteration 43Q (96475.240000 sec): 3 clusters
  Score: Raw -3554230.364526 + Penalty 3413.558747 = -3550816.805779
  nChanged 30
		SP:Iteration 44Q (96475.620000 sec): 3 clusters
  Score: Raw -3554238.877963 + Penalty 3413.558747 = -3550825.319216
  nChanged 33
		SP:Iteration 45Q (96475.940000 sec): 3 clusters
  Score: Raw -3554248.783632 + Penalty 3413.558747 = -3550835.224885
  nChanged 29
		SP:Iteration 46Q (96476.320000 sec): 3 clusters
  Score: Raw -3554259.301482 + Penalty 3413.558747 = -3550845.742735
  nChanged 27
		SP:Iteration 47Q (96476.680000 sec): 3 clusters
  Score: Raw -3554267.753889 + Penalty 3413.558747 = -3550854.195142
  nChanged 20
		SP:Iteration 48Q (96477.030000 sec): 3 clusters
  Score: Raw -3554273.817404 + Penalty 3413.558747 = -3550860.258657
  nChanged 23
		SP:Iteration 49Q (96477.440000 sec): 3 clusters
  Score: Raw -3554281.682119 + Penalty 3413.558747 = -3550868.123372
  nChanged 22
		SP:Iteration 50Q (96477.770000 sec): 3 clusters
  Score: Raw -3554289.354582 + Penalty 3413.558747 = -3550875.795835
  nChanged 23
		SP:Iteration 51Q (96478.100000 sec): 3 clusters
  Score: Raw -3554295.285619 + Penalty 3413.558747 = -3550881.726872
  nChanged 22
		SP:Iteration 52Q (96478.460000 sec): 3 clusters
  Score: Raw -3554299.834835 + Penalty 3413.558747 = -3550886.276087
  nChanged 12
		SP:Iteration 53Q (96478.790000 sec): 3 clusters
  Score: Raw -3554303.418201 + Penalty 3413.558747 = -3550889.859454
  nChanged 15
		SP:Iteration 54Q (96479.130000 sec): 3 clusters
  Score: Raw -3554307.226542 + Penalty 3413.558747 = -3550893.667795
  nChanged 16
		SP:Iteration 55Q (96479.440000 sec): 3 clusters
  Score: Raw -3554311.771670 + Penalty 3413.558747 = -3550898.212923
  nChanged 12
		SP:Iteration 56Q (96479.800000 sec): 3 clusters
  Score: Raw -3554316.793697 + Penalty 3413.558747 = -3550903.234950
  nChanged 15
		SP:Iteration 57Q (96480.130000 sec): 3 clusters
  Score: Raw -3554319.949128 + Penalty 3413.558747 = -3550906.390381
  nChanged 5
		SP:Iteration 58Q (96480.520000 sec): 3 clusters
  Score: Raw -3554321.031011 + Penalty 3413.558747 = -3550907.472264
  nChanged 2
		SP:Iteration 59Q (96480.900000 sec): 3 clusters
  Score: Raw -3554321.844523 + Penalty 3413.558747 = -3550908.285776
  nChanged 6
		SP:Iteration 60F (96481.260000 sec): 3 clusters
  Score: Raw -3554323.980240 + Penalty 3413.558747 = -3550910.421493
  nChanged 8
		SP:Iteration 61Q (96481.650000 sec): 3 clusters
  Score: Raw -3554325.744895 + Penalty 3413.558747 = -3550912.186148
  nChanged 7
		SP:Iteration 62Q (96481.970000 sec): 3 clusters
  Score: Raw -3554327.424476 + Penalty 3413.558747 = -3550913.865728
  nChanged 4
		SP:Iteration 63Q (96482.370000 sec): 3 clusters
  Score: Raw -3554328.319398 + Penalty 3413.558747 = -3550914.760650
  nChanged 2
		SP:Iteration 64Q (96482.710000 sec): 3 clusters
  Score: Raw -3554328.588986 + Penalty 3413.558747 = -3550915.030239
  nChanged 2
		SP:Iteration 65Q (96483.050000 sec): 3 clusters
  Score: Raw -3554329.194843 + Penalty 3413.558747 = -3550915.636096
  nChanged 5
		SP:Iteration 66Q (96483.460000 sec): 3 clusters
  Score: Raw -3554330.260699 + Penalty 3413.558747 = -3550916.701952
  nChanged 4
		SP:Iteration 67Q (96483.760000 sec): 3 clusters
  Score: Raw -3554331.052952 + Penalty 3413.558747 = -3550917.494205
  nChanged 5
		SP:Iteration 68Q (96484.090000 sec): 3 clusters
  Score: Raw -3554332.080342 + Penalty 3413.558747 = -3550918.521595
  nChanged 3
		SP:Iteration 69Q (96484.440000 sec): 3 clusters
  Score: Raw -3554332.750090 + Penalty 3413.558747 = -3550919.191342
  nChanged 3
		SP:Iteration 70Q (96484.780000 sec): 3 clusters
  Score: Raw -3554333.102172 + Penalty 3413.558747 = -3550919.543425
  nChanged 1
		SP:Iteration 71Q (96485.120000 sec): 3 clusters
  Score: Raw -3554333.172129 + Penalty 3413.558747 = -3550919.613381
  nChanged 0
		SP:Iteration 72F (96485.450000 sec): 3 clusters
  Score: Raw -3554333.172129 + Penalty 3413.558747 = -3550919.613381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96485.670000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96485.900000 sec): 3 clusters
  Score: Raw -49861.441823 + Penalty 2007.831837 = -47853.609986
  nChanged 109
		SP:Iteration 1F (96486.150000 sec): 3 clusters
  Score: Raw -50017.120515 + Penalty 2007.831837 = -48009.288678
  nChanged 30
		SP:Iteration 2F (96486.300000 sec): 3 clusters
  Score: Raw -50082.909570 + Penalty 2007.831837 = -48075.077733
  nChanged 26
		SP:Iteration 3F (96486.430000 sec): 3 clusters
  Score: Raw -50140.155782 + Penalty 2007.831837 = -48132.323945
  nChanged 9
		SP:Iteration 4Q (96486.610000 sec): 3 clusters
  Score: Raw -50152.870382 + Penalty 2007.831837 = -48145.038545
  nChanged 2
		SP:Iteration 5Q (96486.820000 sec): 3 clusters
  Score: Raw -50156.783169 + Penalty 2007.831837 = -48148.951332
  nChanged 2
		SP:Iteration 6Q (96486.920000 sec): 3 clusters
  Score: Raw -50158.428484 + Penalty 2007.831837 = -48150.596646
  nChanged 0
		SP:Iteration 7F (96487.130000 sec): 3 clusters
  Score: Raw -50158.428484 + Penalty 2007.831837 = -48150.596646
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96487.990000 sec): 2 clusters
  Score: Raw -17816740.431518 + Penalty 1954.967591 = -17814785.463927
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96488.900000 sec): 3 clusters
  Score: Raw -17706081.429229 + Penalty 3909.935181 = -17702171.494047
  nChanged 81142
		SP:Iteration 1F (96489.850000 sec): 3 clusters
  Score: Raw -17754317.421864 + Penalty 3909.935181 = -17750407.486683
  nChanged 6051
		SP:Iteration 2Q (96490.750000 sec): 3 clusters
  Score: Raw -17756319.465020 + Penalty 3909.935181 = -17752409.529839
  nChanged 8032
		SP:Iteration 3Q (96491.630000 sec): 3 clusters
  Score: Raw -17760012.884014 + Penalty 3909.935181 = -17756102.948833
  nChanged 11004
		SP:Iteration 4F (96492.570000 sec): 3 clusters
  Score: Raw -17767045.436933 + Penalty 3909.935181 = -17763135.501752
  nChanged 14182
		SP:Iteration 5F (96493.550000 sec): 3 clusters
  Score: Raw -17778712.195193 + Penalty 3909.935181 = -17774802.260011
  nChanged 15046
		SP:Iteration 6F (96494.530000 sec): 3 clusters
  Score: Raw -17792810.811846 + Penalty 3909.935181 = -17788900.876665
  nChanged 11983
		SP:Iteration 7F (96495.380000 sec): 3 clusters
  Score: Raw -17804344.508751 + Penalty 3909.935181 = -17800434.573570
  nChanged 7211
		SP:Iteration 8Q (96496.260000 sec): 3 clusters
  Score: Raw -17811050.070883 + Penalty 3909.935181 = -17807140.135701
  nChanged 3651
		SP:Iteration 9Q (96497.090000 sec): 3 clusters
  Score: Raw -17814295.790251 + Penalty 3909.935181 = -17810385.855070
  nChanged 1739
		SP:Iteration 10Q (96497.870000 sec): 3 clusters
  Score: Raw -17815744.650062 + Penalty 3909.935181 = -17811834.714881
  nChanged 781
		SP:Iteration 11Q (96498.770000 sec): 3 clusters
  Score: Raw -17816348.164117 + Penalty 3909.935181 = -17812438.228936
  nChanged 374
		SP:Iteration 12Q (96499.490000 sec): 3 clusters
  Score: Raw -17816649.878334 + Penalty 3909.935181 = -17812739.943153
  nChanged 197
		SP:Iteration 13Q (96500.270000 sec): 3 clusters
  Score: Raw -17816803.106753 + Penalty 3909.935181 = -17812893.171572
  nChanged 114
		SP:Iteration 14Q (96501.030000 sec): 3 clusters
  Score: Raw -17816881.196047 + Penalty 3909.935181 = -17812971.260865
  nChanged 69
		SP:Iteration 15Q (96501.680000 sec): 3 clusters
  Score: Raw -17816925.129054 + Penalty 3909.935181 = -17813015.193873
  nChanged 53
		SP:Iteration 16Q (96502.300000 sec): 3 clusters
  Score: Raw -17816963.988846 + Penalty 3909.935181 = -17813054.053665
  nChanged 37
		SP:Iteration 17Q (96502.990000 sec): 3 clusters
  Score: Raw -17816989.976475 + Penalty 3909.935181 = -17813080.041293
  nChanged 34
		SP:Iteration 18Q (96503.700000 sec): 3 clusters
  Score: Raw -17817013.217430 + Penalty 3909.935181 = -17813103.282249
  nChanged 25
		SP:Iteration 19Q (96504.470000 sec): 3 clusters
  Score: Raw -17817030.869713 + Penalty 3909.935181 = -17813120.934531
  nChanged 20
		SP:Iteration 20F (96505.400000 sec): 3 clusters
  Score: Raw -17817041.271134 + Penalty 3909.935181 = -17813131.335953
  nChanged 18
		SP:Iteration 21Q (96506.130000 sec): 3 clusters
  Score: Raw -17817052.664628 + Penalty 3909.935181 = -17813142.729447
  nChanged 14
		SP:Iteration 22Q (96506.890000 sec): 3 clusters
  Score: Raw -17817065.293573 + Penalty 3909.935181 = -17813155.358392
  nChanged 13
		SP:Iteration 23Q (96507.610000 sec): 3 clusters
  Score: Raw -17817073.037577 + Penalty 3909.935181 = -17813163.102396
  nChanged 9
		SP:Iteration 24Q (96508.310000 sec): 3 clusters
  Score: Raw -17817079.143194 + Penalty 3909.935181 = -17813169.208012
  nChanged 6
		SP:Iteration 25Q (96509.130000 sec): 3 clusters
  Score: Raw -17817083.230582 + Penalty 3909.935181 = -17813173.295401
  nChanged 3
		SP:Iteration 26Q (96509.880000 sec): 3 clusters
  Score: Raw -17817084.980890 + Penalty 3909.935181 = -17813175.045709
  nChanged 4
		SP:Iteration 27Q (96510.660000 sec): 3 clusters
  Score: Raw -17817086.782355 + Penalty 3909.935181 = -17813176.847174
  nChanged 2
		SP:Iteration 28Q (96511.500000 sec): 3 clusters
  Score: Raw -17817087.158443 + Penalty 3909.935181 = -17813177.223262
  nChanged 3
		SP:Iteration 29Q (96512.220000 sec): 3 clusters
  Score: Raw -17817089.588087 + Penalty 3909.935181 = -17813179.652906
  nChanged 3
		SP:Iteration 30Q (96512.940000 sec): 3 clusters
  Score: Raw -17817091.849268 + Penalty 3909.935181 = -17813181.914086
  nChanged 4
		SP:Iteration 31Q (96513.680000 sec): 3 clusters
  Score: Raw -17817094.056692 + Penalty 3909.935181 = -17813184.121510
  nChanged 3
		SP:Iteration 32Q (96514.470000 sec): 3 clusters
  Score: Raw -17817096.343648 + Penalty 3909.935181 = -17813186.408467
  nChanged 2
		SP:Iteration 33Q (96515.270000 sec): 3 clusters
  Score: Raw -17817097.000938 + Penalty 3909.935181 = -17813187.065757
  nChanged 1
		SP:Iteration 34Q (96515.990000 sec): 3 clusters
  Score: Raw -17817097.379101 + Penalty 3909.935181 = -17813187.443919
  nChanged 2
		SP:Iteration 35Q (96516.840000 sec): 3 clusters
  Score: Raw -17817098.592727 + Penalty 3909.935181 = -17813188.657546
  nChanged 2
		SP:Iteration 36Q (96517.650000 sec): 3 clusters
  Score: Raw -17817100.046455 + Penalty 3909.935181 = -17813190.111274
  nChanged 3
		SP:Iteration 37Q (96518.480000 sec): 3 clusters
  Score: Raw -17817101.834760 + Penalty 3909.935181 = -17813191.899579
  nChanged 3
		SP:Iteration 38Q (96519.340000 sec): 3 clusters
  Score: Raw -17817103.651501 + Penalty 3909.935181 = -17813193.716320
  nChanged 0
		SP:Iteration 39F (96520.340000 sec): 3 clusters
  Score: Raw -17817103.651501 + Penalty 3909.935181 = -17813193.716320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96520.490000 sec): 2 clusters
  Score: Raw -610405.318872 + Penalty 1417.127869 = -608988.191004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96520.710000 sec): 3 clusters
  Score: Raw -607150.794644 + Penalty 2834.255737 = -604316.538906
  nChanged 2500
		SP:Iteration 1F (96520.890000 sec): 3 clusters
  Score: Raw -608492.945720 + Penalty 2834.255737 = -605658.689983
  nChanged 435
		SP:Iteration 2F (96521.090000 sec): 3 clusters
  Score: Raw -608710.705098 + Penalty 2834.255737 = -605876.449360
  nChanged 334
		SP:Iteration 3F (96521.310000 sec): 3 clusters
  Score: Raw -608866.832141 + Penalty 2834.255737 = -606032.576404
  nChanged 256
		SP:Iteration 4Q (96521.530000 sec): 3 clusters
  Score: Raw -608976.987922 + Penalty 2834.255737 = -606142.732185
  nChanged 211
		SP:Iteration 5Q (96521.730000 sec): 3 clusters
  Score: Raw -609060.254838 + Penalty 2834.255737 = -606225.999100
  nChanged 177
		SP:Iteration 6Q (96521.950000 sec): 3 clusters
  Score: Raw -609130.941074 + Penalty 2834.255737 = -606296.685336
  nChanged 161
		SP:Iteration 7Q (96522.220000 sec): 3 clusters
  Score: Raw -609184.436786 + Penalty 2834.255737 = -606350.181049
  nChanged 139
		SP:Iteration 8Q (96522.400000 sec): 3 clusters
  Score: Raw -609233.526833 + Penalty 2834.255737 = -606399.271096
  nChanged 119
		SP:Iteration 9Q (96522.620000 sec): 3 clusters
  Score: Raw -609272.606115 + Penalty 2834.255737 = -606438.350378
  nChanged 109
		SP:Iteration 10Q (96522.850000 sec): 3 clusters
  Score: Raw -609310.288572 + Penalty 2834.255737 = -606476.032835
  nChanged 127
		SP:Iteration 11Q (96523.090000 sec): 3 clusters
  Score: Raw -609358.679760 + Penalty 2834.255737 = -606524.424022
  nChanged 136
		SP:Iteration 12Q (96523.310000 sec): 3 clusters
  Score: Raw -609410.998056 + Penalty 2834.255737 = -606576.742319
  nChanged 147
		SP:Iteration 13Q (96523.530000 sec): 3 clusters
  Score: Raw -609472.480780 + Penalty 2834.255737 = -606638.225043
  nChanged 157
		SP:Iteration 14Q (96523.740000 sec): 3 clusters
  Score: Raw -609534.617331 + Penalty 2834.255737 = -606700.361593
  nChanged 166
		SP:Iteration 15Q (96524.020000 sec): 3 clusters
  Score: Raw -609609.837513 + Penalty 2834.255737 = -606775.581776
  nChanged 172
		SP:Iteration 16Q (96524.230000 sec): 3 clusters
  Score: Raw -609696.215482 + Penalty 2834.255737 = -606861.959745
  nChanged 201
		SP:Iteration 17Q (96524.460000 sec): 3 clusters
  Score: Raw -609810.276581 + Penalty 2834.255737 = -606976.020844
  nChanged 206
		SP:Iteration 18Q (96524.640000 sec): 3 clusters
  Score: Raw -609944.687621 + Penalty 2834.255737 = -607110.431884
  nChanged 199
		SP:Iteration 19Q (96524.850000 sec): 3 clusters
  Score: Raw -610082.621954 + Penalty 2834.255737 = -607248.366217
  nChanged 198
		SP:Iteration 20F (96525.120000 sec): 3 clusters
  Score: Raw -610234.286575 + Penalty 2834.255737 = -607400.030838
  nChanged 181
		SP:Iteration 21Q (96525.360000 sec): 3 clusters
  Score: Raw -610378.147059 + Penalty 2834.255737 = -607543.891322
  nChanged 124
		SP:Iteration 22Q (96525.530000 sec): 3 clusters
  Score: Raw -610480.050499 + Penalty 2834.255737 = -607645.794762
  nChanged 117
		SP:Iteration 23Q (96525.730000 sec): 3 clusters
  Score: Raw -610597.213958 + Penalty 2834.255737 = -607762.958221
  nChanged 79
		SP:Iteration 24Q (96525.930000 sec): 3 clusters
  Score: Raw -610693.696230 + Penalty 2834.255737 = -607859.440493
  nChanged 63
		SP:Iteration 25Q (96526.130000 sec): 3 clusters
  Score: Raw -610756.687281 + Penalty 2834.255737 = -607922.431544
  nChanged 49
		SP:Iteration 26Q (96526.340000 sec): 3 clusters
  Score: Raw -610799.096276 + Penalty 2834.255737 = -607964.840539
  nChanged 23
		SP:Iteration 27Q (96526.560000 sec): 3 clusters
  Score: Raw -610823.511757 + Penalty 2834.255737 = -607989.256020
  nChanged 24
		SP:Iteration 28Q (96526.750000 sec): 3 clusters
  Score: Raw -610842.372856 + Penalty 2834.255737 = -608008.117119
  nChanged 8
		SP:Iteration 29Q (96526.960000 sec): 3 clusters
  Score: Raw -610850.152394 + Penalty 2834.255737 = -608015.896657
  nChanged 10
		SP:Iteration 30Q (96527.140000 sec): 3 clusters
  Score: Raw -610856.027472 + Penalty 2834.255737 = -608021.771735
  nChanged 11
		SP:Iteration 31Q (96527.330000 sec): 3 clusters
  Score: Raw -610864.802956 + Penalty 2834.255737 = -608030.547219
  nChanged 9
		SP:Iteration 32Q (96527.550000 sec): 3 clusters
  Score: Raw -610881.561698 + Penalty 2834.255737 = -608047.305961
  nChanged 6
		SP:Iteration 33Q (96527.760000 sec): 3 clusters
  Score: Raw -610886.418847 + Penalty 2834.255737 = -608052.163110
  nChanged 3
		SP:Iteration 34Q (96527.940000 sec): 3 clusters
  Score: Raw -610888.691834 + Penalty 2834.255737 = -608054.436096
  nChanged 2
		SP:Iteration 35Q (96528.160000 sec): 3 clusters
  Score: Raw -610890.891991 + Penalty 2834.255737 = -608056.636254
  nChanged 2
		SP:Iteration 36Q (96528.360000 sec): 3 clusters
  Score: Raw -610893.841328 + Penalty 2834.255737 = -608059.585590
  nChanged 4
		SP:Iteration 37Q (96528.540000 sec): 3 clusters
  Score: Raw -610898.109896 + Penalty 2834.255737 = -608063.854159
  nChanged 4
		SP:Iteration 38Q (96528.750000 sec): 3 clusters
  Score: Raw -610900.858495 + Penalty 2834.255737 = -608066.602758
  nChanged 6
		SP:Iteration 39Q (96528.930000 sec): 3 clusters
  Score: Raw -610904.858669 + Penalty 2834.255737 = -608070.602932
  nChanged 5
		SP:Iteration 40F (96529.120000 sec): 3 clusters
  Score: Raw -610939.573749 + Penalty 2834.255737 = -608105.318012
  nChanged 12
		SP:Iteration 41Q (96529.330000 sec): 3 clusters
  Score: Raw -610968.176847 + Penalty 2834.255737 = -608133.921110
  nChanged 16
		SP:Iteration 42Q (96529.560000 sec): 3 clusters
  Score: Raw -610998.459866 + Penalty 2834.255737 = -608164.204129
  nChanged 20
		SP:Iteration 43Q (96529.730000 sec): 3 clusters
  Score: Raw -611023.612387 + Penalty 2834.255737 = -608189.356649
  nChanged 11
		SP:Iteration 44Q (96529.980000 sec): 3 clusters
  Score: Raw -611030.298557 + Penalty 2834.255737 = -608196.042819
  nChanged 7
		SP:Iteration 45Q (96530.150000 sec): 3 clusters
  Score: Raw -611037.170765 + Penalty 2834.255737 = -608202.915028
  nChanged 8
		SP:Iteration 46Q (96530.360000 sec): 3 clusters
  Score: Raw -611043.410614 + Penalty 2834.255737 = -608209.154876
  nChanged 5
		SP:Iteration 47Q (96530.570000 sec): 3 clusters
  Score: Raw -611046.632370 + Penalty 2834.255737 = -608212.376633
  nChanged 1
		SP:Iteration 48Q (96530.790000 sec): 3 clusters
  Score: Raw -611047.012738 + Penalty 2834.255737 = -608212.757001
  nChanged 2
		SP:Iteration 49Q (96531.040000 sec): 3 clusters
  Score: Raw -611047.906817 + Penalty 2834.255737 = -608213.651080
  nChanged 1
		SP:Iteration 50Q (96531.280000 sec): 3 clusters
  Score: Raw -611048.347804 + Penalty 2834.255737 = -608214.092067
  nChanged 0
		SP:Iteration 51F (96531.470000 sec): 3 clusters
  Score: Raw -611048.347804 + Penalty 2834.255737 = -608214.092067
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (13733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96531.620000 sec): 2 clusters
  Score: Raw -1372773.428319 + Penalty 1548.228008 = -1371225.200311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96531.870000 sec): 3 clusters
  Score: Raw -1364781.667233 + Penalty 3096.456017 = -1361685.211216
  nChanged 6115
		SP:Iteration 1F (96532.180000 sec): 3 clusters
  Score: Raw -1368297.083652 + Penalty 3096.456017 = -1365200.627635
  nChanged 914
		SP:Iteration 2F (96532.410000 sec): 3 clusters
  Score: Raw -1368750.933859 + Penalty 3096.456017 = -1365654.477842
  nChanged 831
		SP:Iteration 3F (96532.660000 sec): 3 clusters
  Score: Raw -1369173.551524 + Penalty 3096.456017 = -1366077.095507
  nChanged 754
		SP:Iteration 4F (96532.930000 sec): 3 clusters
  Score: Raw -1369640.459107 + Penalty 3096.456017 = -1366544.003090
  nChanged 771
		SP:Iteration 5F (96533.170000 sec): 3 clusters
  Score: Raw -1370218.430945 + Penalty 3096.456017 = -1367121.974928
  nChanged 770
		SP:Iteration 6F (96533.430000 sec): 3 clusters
  Score: Raw -1370861.931259 + Penalty 3096.456017 = -1367765.475242
  nChanged 716
		SP:Iteration 7F (96533.640000 sec): 3 clusters
  Score: Raw -1371410.321986 + Penalty 3096.456017 = -1368313.865969
  nChanged 575
		SP:Iteration 8Q (96533.900000 sec): 3 clusters
  Score: Raw -1371744.065178 + Penalty 3096.456017 = -1368647.609162
  nChanged 410
		SP:Iteration 9Q (96534.120000 sec): 3 clusters
  Score: Raw -1371922.974574 + Penalty 3096.456017 = -1368826.518557
  nChanged 297
		SP:Iteration 10Q (96534.400000 sec): 3 clusters
  Score: Raw -1372040.099306 + Penalty 3096.456017 = -1368943.643289
  nChanged 219
		SP:Iteration 11Q (96534.700000 sec): 3 clusters
  Score: Raw -1372129.671100 + Penalty 3096.456017 = -1369033.215083
  nChanged 193
		SP:Iteration 12Q (96534.930000 sec): 3 clusters
  Score: Raw -1372199.651427 + Penalty 3096.456017 = -1369103.195411
  nChanged 157
		SP:Iteration 13Q (96535.200000 sec): 3 clusters
  Score: Raw -1372244.091425 + Penalty 3096.456017 = -1369147.635408
  nChanged 116
		SP:Iteration 14Q (96535.480000 sec): 3 clusters
  Score: Raw -1372277.349484 + Penalty 3096.456017 = -1369180.893467
  nChanged 110
		SP:Iteration 15Q (96535.700000 sec): 3 clusters
  Score: Raw -1372307.108362 + Penalty 3096.456017 = -1369210.652345
  nChanged 107
		SP:Iteration 16Q (96535.960000 sec): 3 clusters
  Score: Raw -1372337.307805 + Penalty 3096.456017 = -1369240.851789
  nChanged 107
		SP:Iteration 17Q (96536.280000 sec): 3 clusters
  Score: Raw -1372366.916037 + Penalty 3096.456017 = -1369270.460020
  nChanged 103
		SP:Iteration 18Q (96536.580000 sec): 3 clusters
  Score: Raw -1372401.283752 + Penalty 3096.456017 = -1369304.827735
  nChanged 107
		SP:Iteration 19Q (96536.840000 sec): 3 clusters
  Score: Raw -1372435.947237 + Penalty 3096.456017 = -1369339.491220
  nChanged 107
		SP:Iteration 20F (96537.120000 sec): 3 clusters
  Score: Raw -1372469.917278 + Penalty 3096.456017 = -1369373.461262
  nChanged 113
		SP:Iteration 21Q (96537.400000 sec): 3 clusters
  Score: Raw -1372506.626336 + Penalty 3096.456017 = -1369410.170320
  nChanged 125
		SP:Iteration 22Q (96537.710000 sec): 3 clusters
  Score: Raw -1372541.103515 + Penalty 3096.456017 = -1369444.647498
  nChanged 104
		SP:Iteration 23Q (96537.970000 sec): 3 clusters
  Score: Raw -1372569.639481 + Penalty 3096.456017 = -1369473.183464
  nChanged 100
		SP:Iteration 24Q (96538.200000 sec): 3 clusters
  Score: Raw -1372591.404897 + Penalty 3096.456017 = -1369494.948881
  nChanged 66
		SP:Iteration 25Q (96538.440000 sec): 3 clusters
  Score: Raw -1372602.653766 + Penalty 3096.456017 = -1369506.197749
  nChanged 54
		SP:Iteration 26Q (96538.710000 sec): 3 clusters
  Score: Raw -1372612.079093 + Penalty 3096.456017 = -1369515.623076
  nChanged 41
		SP:Iteration 27Q (96538.960000 sec): 3 clusters
  Score: Raw -1372619.171003 + Penalty 3096.456017 = -1369522.714987
  nChanged 42
		SP:Iteration 28Q (96539.190000 sec): 3 clusters
  Score: Raw -1372627.487565 + Penalty 3096.456017 = -1369531.031548
  nChanged 48
		SP:Iteration 29Q (96539.470000 sec): 3 clusters
  Score: Raw -1372636.699332 + Penalty 3096.456017 = -1369540.243315
  nChanged 47
		SP:Iteration 30Q (96539.690000 sec): 3 clusters
  Score: Raw -1372645.664753 + Penalty 3096.456017 = -1369549.208736
  nChanged 63
		SP:Iteration 31Q (96539.880000 sec): 3 clusters
  Score: Raw -1372658.979273 + Penalty 3096.456017 = -1369562.523256
  nChanged 61
		SP:Iteration 32Q (96540.160000 sec): 3 clusters
  Score: Raw -1372673.375548 + Penalty 3096.456017 = -1369576.919531
  nChanged 48
		SP:Iteration 33Q (96540.390000 sec): 3 clusters
  Score: Raw -1372682.366265 + Penalty 3096.456017 = -1369585.910248
  nChanged 42
		SP:Iteration 34Q (96540.590000 sec): 3 clusters
  Score: Raw -1372688.361301 + Penalty 3096.456017 = -1369591.905284
  nChanged 34
		SP:Iteration 35Q (96540.830000 sec): 3 clusters
  Score: Raw -1372692.509122 + Penalty 3096.456017 = -1369596.053105
  nChanged 24
		SP:Iteration 36Q (96541.110000 sec): 3 clusters
  Score: Raw -1372696.503715 + Penalty 3096.456017 = -1369600.047698
  nChanged 30
		SP:Iteration 37Q (96541.370000 sec): 3 clusters
  Score: Raw -1372700.754979 + Penalty 3096.456017 = -1369604.298962
  nChanged 23
		SP:Iteration 38Q (96541.620000 sec): 3 clusters
  Score: Raw -1372704.115810 + Penalty 3096.456017 = -1369607.659793
  nChanged 22
		SP:Iteration 39Q (96541.850000 sec): 3 clusters
  Score: Raw -1372707.542500 + Penalty 3096.456017 = -1369611.086484
  nChanged 27
		SP:Iteration 40F (96542.120000 sec): 3 clusters
  Score: Raw -1372712.194313 + Penalty 3096.456017 = -1369615.738296
  nChanged 24
		SP:Iteration 41Q (96542.370000 sec): 3 clusters
  Score: Raw -1372717.350568 + Penalty 3096.456017 = -1369620.894552
  nChanged 25
		SP:Iteration 42Q (96542.570000 sec): 3 clusters
  Score: Raw -1372721.532483 + Penalty 3096.456017 = -1369625.076466
  nChanged 27
		SP:Iteration 43Q (96542.820000 sec): 3 clusters
  Score: Raw -1372726.141246 + Penalty 3096.456017 = -1369629.685229
  nChanged 28
		SP:Iteration 44Q (96543.020000 sec): 3 clusters
  Score: Raw -1372730.685537 + Penalty 3096.456017 = -1369634.229520
  nChanged 35
		SP:Iteration 45Q (96543.270000 sec): 3 clusters
  Score: Raw -1372735.526143 + Penalty 3096.456017 = -1369639.070127
  nChanged 25
		SP:Iteration 46Q (96543.480000 sec): 3 clusters
  Score: Raw -1372738.455797 + Penalty 3096.456017 = -1369641.999781
  nChanged 21
		SP:Iteration 47Q (96543.740000 sec): 3 clusters
  Score: Raw -1372741.385022 + Penalty 3096.456017 = -1369644.929005
  nChanged 24
		SP:Iteration 48Q (96543.980000 sec): 3 clusters
  Score: Raw -1372744.801043 + Penalty 3096.456017 = -1369648.345027
  nChanged 17
		SP:Iteration 49Q (96544.240000 sec): 3 clusters
  Score: Raw -1372746.785951 + Penalty 3096.456017 = -1369650.329934
  nChanged 15
		SP:Iteration 50Q (96544.440000 sec): 3 clusters
  Score: Raw -1372748.905922 + Penalty 3096.456017 = -1369652.449905
  nChanged 15
		SP:Iteration 51Q (96544.670000 sec): 3 clusters
  Score: Raw -1372750.891356 + Penalty 3096.456017 = -1369654.435340
  nChanged 19
		SP:Iteration 52Q (96544.930000 sec): 3 clusters
  Score: Raw -1372753.857586 + Penalty 3096.456017 = -1369657.401569
  nChanged 23
		SP:Iteration 53Q (96545.250000 sec): 3 clusters
  Score: Raw -1372756.952877 + Penalty 3096.456017 = -1369660.496860
  nChanged 17
		SP:Iteration 54Q (96545.460000 sec): 3 clusters
  Score: Raw -1372759.212328 + Penalty 3096.456017 = -1369662.756311
  nChanged 17
		SP:Iteration 55Q (96545.710000 sec): 3 clusters
  Score: Raw -1372761.599328 + Penalty 3096.456017 = -1369665.143312
  nChanged 19
		SP:Iteration 56Q (96545.980000 sec): 3 clusters
  Score: Raw -1372764.075929 + Penalty 3096.456017 = -1369667.619912
  nChanged 18
		SP:Iteration 57Q (96546.240000 sec): 3 clusters
  Score: Raw -1372766.211653 + Penalty 3096.456017 = -1369669.755637
  nChanged 9
		SP:Iteration 58Q (96546.460000 sec): 3 clusters
  Score: Raw -1372766.853146 + Penalty 3096.456017 = -1369670.397130
  nChanged 8
		SP:Iteration 59Q (96546.690000 sec): 3 clusters
  Score: Raw -1372767.420715 + Penalty 3096.456017 = -1369670.964699
  nChanged 10
		SP:Iteration 60F (96546.870000 sec): 3 clusters
  Score: Raw -1372768.356737 + Penalty 3096.456017 = -1369671.900721
  nChanged 11
		SP:Iteration 61Q (96547.160000 sec): 3 clusters
  Score: Raw -1372770.058767 + Penalty 3096.456017 = -1369673.602750
  nChanged 16
		SP:Iteration 62Q (96547.410000 sec): 3 clusters
  Score: Raw -1372771.872261 + Penalty 3096.456017 = -1369675.416244
  nChanged 19
		SP:Iteration 63Q (96547.640000 sec): 3 clusters
  Score: Raw -1372774.388118 + Penalty 3096.456017 = -1369677.932102
  nChanged 18
		SP:Iteration 64Q (96547.860000 sec): 3 clusters
  Score: Raw -1372776.599678 + Penalty 3096.456017 = -1369680.143661
  nChanged 17
		SP:Iteration 65Q (96548.090000 sec): 3 clusters
  Score: Raw -1372778.314250 + Penalty 3096.456017 = -1369681.858234
  nChanged 12
		SP:Iteration 66Q (96548.350000 sec): 3 clusters
  Score: Raw -1372779.625520 + Penalty 3096.456017 = -1369683.169504
  nChanged 15
		SP:Iteration 67Q (96548.580000 sec): 3 clusters
  Score: Raw -1372781.380031 + Penalty 3096.456017 = -1369684.924014
  nChanged 13
		SP:Iteration 68Q (96548.830000 sec): 3 clusters
  Score: Raw -1372783.364102 + Penalty 3096.456017 = -1369686.908086
  nChanged 17
		SP:Iteration 69Q (96549.050000 sec): 3 clusters
  Score: Raw -1372785.995451 + Penalty 3096.456017 = -1369689.539435
  nChanged 20
		SP:Iteration 70Q (96549.280000 sec): 3 clusters
  Score: Raw -1372788.093945 + Penalty 3096.456017 = -1369691.637928
  nChanged 11
		SP:Iteration 71Q (96549.580000 sec): 3 clusters
  Score: Raw -1372789.548905 + Penalty 3096.456017 = -1369693.092889
  nChanged 11
		SP:Iteration 72Q (96549.800000 sec): 3 clusters
  Score: Raw -1372790.698906 + Penalty 3096.456017 = -1369694.242890
  nChanged 12
		SP:Iteration 73Q (96550.060000 sec): 3 clusters
  Score: Raw -1372791.946049 + Penalty 3096.456017 = -1369695.490032
  nChanged 12
		SP:Iteration 74Q (96550.250000 sec): 3 clusters
  Score: Raw -1372793.369246 + Penalty 3096.456017 = -1369696.913229
  nChanged 17
		SP:Iteration 75Q (96550.520000 sec): 3 clusters
  Score: Raw -1372795.944903 + Penalty 3096.456017 = -1369699.488887
  nChanged 14
		SP:Iteration 76Q (96550.800000 sec): 3 clusters
  Score: Raw -1372797.681295 + Penalty 3096.456017 = -1369701.225278
  nChanged 17
		SP:Iteration 77Q (96551.020000 sec): 3 clusters
  Score: Raw -1372799.304140 + Penalty 3096.456017 = -1369702.848124
  nChanged 12
		SP:Iteration 78Q (96551.270000 sec): 3 clusters
  Score: Raw -1372800.366379 + Penalty 3096.456017 = -1369703.910363
  nChanged 12
		SP:Iteration 79Q (96551.560000 sec): 3 clusters
  Score: Raw -1372801.464371 + Penalty 3096.456017 = -1369705.008354
  nChanged 13
		SP:Iteration 80F (96551.780000 sec): 3 clusters
  Score: Raw -1372803.180234 + Penalty 3096.456017 = -1369706.724218
  nChanged 15
		SP:Iteration 81Q (96552.050000 sec): 3 clusters
  Score: Raw -1372804.705839 + Penalty 3096.456017 = -1369708.249822
  nChanged 16
		SP:Iteration 82Q (96552.280000 sec): 3 clusters
  Score: Raw -1372807.101162 + Penalty 3096.456017 = -1369710.645145
  nChanged 16
		SP:Iteration 83Q (96552.550000 sec): 3 clusters
  Score: Raw -1372808.612428 + Penalty 3096.456017 = -1369712.156411
  nChanged 15
		SP:Iteration 84Q (96552.840000 sec): 3 clusters
  Score: Raw -1372810.370910 + Penalty 3096.456017 = -1369713.914893
  nChanged 16
		SP:Iteration 85Q (96553.160000 sec): 3 clusters
  Score: Raw -1372812.579907 + Penalty 3096.456017 = -1369716.123891
  nChanged 13
		SP:Iteration 86Q (96553.420000 sec): 3 clusters
  Score: Raw -1372813.846122 + Penalty 3096.456017 = -1369717.390105
  nChanged 9
		SP:Iteration 87Q (96553.660000 sec): 3 clusters
  Score: Raw -1372814.675330 + Penalty 3096.456017 = -1369718.219314
  nChanged 6
		SP:Iteration 88Q (96553.910000 sec): 3 clusters
  Score: Raw -1372815.344551 + Penalty 3096.456017 = -1369718.888535
  nChanged 8
		SP:Iteration 89Q (96554.130000 sec): 3 clusters
  Score: Raw -1372816.352191 + Penalty 3096.456017 = -1369719.896174
  nChanged 10
		SP:Iteration 90Q (96554.400000 sec): 3 clusters
  Score: Raw -1372817.611002 + Penalty 3096.456017 = -1369721.154986
  nChanged 10
		SP:Iteration 91Q (96554.620000 sec): 3 clusters
  Score: Raw -1372818.714504 + Penalty 3096.456017 = -1369722.258487
  nChanged 5
		SP:Iteration 92Q (96554.870000 sec): 3 clusters
  Score: Raw -1372819.005529 + Penalty 3096.456017 = -1369722.549512
  nChanged 1
		SP:Iteration 93Q (96555.120000 sec): 3 clusters
  Score: Raw -1372819.144411 + Penalty 3096.456017 = -1369722.688394
  nChanged 2
		SP:Iteration 94Q (96555.410000 sec): 3 clusters
  Score: Raw -1372819.288968 + Penalty 3096.456017 = -1369722.832951
  nChanged 0
		SP:Iteration 95F (96555.620000 sec): 3 clusters
  Score: Raw -1372819.288968 + Penalty 3096.456017 = -1369722.832951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96555.760000 sec): 2 clusters
  Score: Raw -422950.673003 + Penalty 1343.960328 = -421606.712675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96555.960000 sec): 3 clusters
  Score: Raw -420996.880875 + Penalty 2687.920656 = -418308.960219
  nChanged 1559
		SP:Iteration 1F (96556.160000 sec): 3 clusters
  Score: Raw -421913.932854 + Penalty 2687.920656 = -419226.012198
  nChanged 322
		SP:Iteration 2F (96556.390000 sec): 3 clusters
  Score: Raw -422150.549657 + Penalty 2687.920656 = -419462.629001
  nChanged 252
		SP:Iteration 3F (96556.620000 sec): 3 clusters
  Score: Raw -422347.572900 + Penalty 2687.920656 = -419659.652244
  nChanged 202
		SP:Iteration 4F (96556.800000 sec): 3 clusters
  Score: Raw -422493.652392 + Penalty 2687.920656 = -419805.731736
  nChanged 167
		SP:Iteration 5Q (96557.020000 sec): 3 clusters
  Score: Raw -422611.370152 + Penalty 2687.920656 = -419923.449496
  nChanged 150
		SP:Iteration 6Q (96557.220000 sec): 3 clusters
  Score: Raw -422719.287902 + Penalty 2687.920656 = -420031.367246
  nChanged 126
		SP:Iteration 7Q (96557.410000 sec): 3 clusters
  Score: Raw -422789.236847 + Penalty 2687.920656 = -420101.316191
  nChanged 97
		SP:Iteration 8Q (96557.670000 sec): 3 clusters
  Score: Raw -422841.665969 + Penalty 2687.920656 = -420153.745313
  nChanged 72
		SP:Iteration 9Q (96557.870000 sec): 3 clusters
  Score: Raw -422876.060117 + Penalty 2687.920656 = -420188.139461
  nChanged 60
		SP:Iteration 10Q (96558.100000 sec): 3 clusters
  Score: Raw -422906.450675 + Penalty 2687.920656 = -420218.530019
  nChanged 60
		SP:Iteration 11Q (96558.300000 sec): 3 clusters
  Score: Raw -422932.590731 + Penalty 2687.920656 = -420244.670075
  nChanged 49
		SP:Iteration 12Q (96558.470000 sec): 3 clusters
  Score: Raw -422954.810826 + Penalty 2687.920656 = -420266.890170
  nChanged 41
		SP:Iteration 13Q (96558.670000 sec): 3 clusters
  Score: Raw -422973.994366 + Penalty 2687.920656 = -420286.073710
  nChanged 37
		SP:Iteration 14Q (96558.880000 sec): 3 clusters
  Score: Raw -422990.150332 + Penalty 2687.920656 = -420302.229676
  nChanged 29
		SP:Iteration 15Q (96559.090000 sec): 3 clusters
  Score: Raw -423000.555771 + Penalty 2687.920656 = -420312.635115
  nChanged 19
		SP:Iteration 16Q (96559.270000 sec): 3 clusters
  Score: Raw -423008.045011 + Penalty 2687.920656 = -420320.124355
  nChanged 14
		SP:Iteration 17Q (96559.440000 sec): 3 clusters
  Score: Raw -423012.102563 + Penalty 2687.920656 = -420324.181907
  nChanged 11
		SP:Iteration 18Q (96559.680000 sec): 3 clusters
  Score: Raw -423015.762954 + Penalty 2687.920656 = -420327.842299
  nChanged 17
		SP:Iteration 19Q (96559.870000 sec): 3 clusters
  Score: Raw -423020.754936 + Penalty 2687.920656 = -420332.834280
  nChanged 12
		SP:Iteration 20F (96560.050000 sec): 3 clusters
  Score: Raw -423023.877393 + Penalty 2687.920656 = -420335.956737
  nChanged 12
		SP:Iteration 21Q (96560.270000 sec): 3 clusters
  Score: Raw -423026.646559 + Penalty 2687.920656 = -420338.725903
  nChanged 9
		SP:Iteration 22Q (96560.430000 sec): 3 clusters
  Score: Raw -423028.736200 + Penalty 2687.920656 = -420340.815544
  nChanged 8
		SP:Iteration 23Q (96560.630000 sec): 3 clusters
  Score: Raw -423030.768006 + Penalty 2687.920656 = -420342.847350
  nChanged 11
		SP:Iteration 24Q (96560.810000 sec): 3 clusters
  Score: Raw -423033.461237 + Penalty 2687.920656 = -420345.540582
  nChanged 11
		SP:Iteration 25Q (96561.020000 sec): 3 clusters
  Score: Raw -423035.953754 + Penalty 2687.920656 = -420348.033098
  nChanged 12
		SP:Iteration 26Q (96561.200000 sec): 3 clusters
  Score: Raw -423040.363135 + Penalty 2687.920656 = -420352.442479
  nChanged 21
		SP:Iteration 27Q (96561.420000 sec): 3 clusters
  Score: Raw -423048.996836 + Penalty 2687.920656 = -420361.076180
  nChanged 19
		SP:Iteration 28Q (96561.610000 sec): 3 clusters
  Score: Raw -423056.692765 + Penalty 2687.920656 = -420368.772109
  nChanged 21
		SP:Iteration 29Q (96561.810000 sec): 3 clusters
  Score: Raw -423065.243628 + Penalty 2687.920656 = -420377.322973
  nChanged 19
		SP:Iteration 30Q (96562.020000 sec): 3 clusters
  Score: Raw -423072.219628 + Penalty 2687.920656 = -420384.298972
  nChanged 22
		SP:Iteration 31Q (96562.200000 sec): 3 clusters
  Score: Raw -423079.802151 + Penalty 2687.920656 = -420391.881495
  nChanged 20
		SP:Iteration 32Q (96562.390000 sec): 3 clusters
  Score: Raw -423087.905377 + Penalty 2687.920656 = -420399.984721
  nChanged 17
		SP:Iteration 33Q (96562.570000 sec): 3 clusters
  Score: Raw -423095.157492 + Penalty 2687.920656 = -420407.236836
  nChanged 15
		SP:Iteration 34Q (96562.770000 sec): 3 clusters
  Score: Raw -423101.816239 + Penalty 2687.920656 = -420413.895583
  nChanged 22
		SP:Iteration 35Q (96562.990000 sec): 3 clusters
  Score: Raw -423110.058147 + Penalty 2687.920656 = -420422.137491
  nChanged 15
		SP:Iteration 36Q (96563.190000 sec): 3 clusters
  Score: Raw -423115.611664 + Penalty 2687.920656 = -420427.691008
  nChanged 12
		SP:Iteration 37Q (96563.430000 sec): 3 clusters
  Score: Raw -423121.130782 + Penalty 2687.920656 = -420433.210126
  nChanged 12
		SP:Iteration 38Q (96563.590000 sec): 3 clusters
  Score: Raw -423125.067207 + Penalty 2687.920656 = -420437.146551
  nChanged 18
		SP:Iteration 39Q (96563.790000 sec): 3 clusters
  Score: Raw -423133.033625 + Penalty 2687.920656 = -420445.112969
  nChanged 12
		SP:Iteration 40F (96563.990000 sec): 3 clusters
  Score: Raw -423139.804424 + Penalty 2687.920656 = -420451.883768
  nChanged 14
		SP:Iteration 41Q (96564.230000 sec): 3 clusters
  Score: Raw -423146.329098 + Penalty 2687.920656 = -420458.408442
  nChanged 21
		SP:Iteration 42Q (96564.480000 sec): 3 clusters
  Score: Raw -423155.661519 + Penalty 2687.920656 = -420467.740864
  nChanged 9
		SP:Iteration 43Q (96564.670000 sec): 3 clusters
  Score: Raw -423158.131259 + Penalty 2687.920656 = -420470.210603
  nChanged 8
		SP:Iteration 44Q (96564.890000 sec): 3 clusters
  Score: Raw -423160.380872 + Penalty 2687.920656 = -420472.460216
  nChanged 2
		SP:Iteration 45Q (96565.050000 sec): 3 clusters
  Score: Raw -423160.857031 + Penalty 2687.920656 = -420472.936375
  nChanged 5
		SP:Iteration 46Q (96565.270000 sec): 3 clusters
  Score: Raw -423163.251076 + Penalty 2687.920656 = -420475.330420
  nChanged 5
		SP:Iteration 47Q (96565.480000 sec): 3 clusters
  Score: Raw -423164.481677 + Penalty 2687.920656 = -420476.561021
  nChanged 4
		SP:Iteration 48Q (96565.650000 sec): 3 clusters
  Score: Raw -423165.563868 + Penalty 2687.920656 = -420477.643212
  nChanged 2
		SP:Iteration 49Q (96565.900000 sec): 3 clusters
  Score: Raw -423167.311016 + Penalty 2687.920656 = -420479.390360
  nChanged 5
		SP:Iteration 50Q (96566.160000 sec): 3 clusters
  Score: Raw -423169.273445 + Penalty 2687.920656 = -420481.352789
  nChanged 5
		SP:Iteration 51Q (96566.350000 sec): 3 clusters
  Score: Raw -423170.860983 + Penalty 2687.920656 = -420482.940327
  nChanged 1
		SP:Iteration 52Q (96566.520000 sec): 3 clusters
  Score: Raw -423171.038525 + Penalty 2687.920656 = -420483.117869
  nChanged 1
		SP:Iteration 53Q (96566.750000 sec): 3 clusters
  Score: Raw -423171.847781 + Penalty 2687.920656 = -420483.927125
  nChanged 4
		SP:Iteration 54Q (96566.950000 sec): 3 clusters
  Score: Raw -423173.546750 + Penalty 2687.920656 = -420485.626094
  nChanged 2
		SP:Iteration 55Q (96567.150000 sec): 3 clusters
  Score: Raw -423173.976234 + Penalty 2687.920656 = -420486.055578
  nChanged 1
		SP:Iteration 56Q (96567.340000 sec): 3 clusters
  Score: Raw -423174.240957 + Penalty 2687.920656 = -420486.320301
  nChanged 2
		SP:Iteration 57Q (96567.550000 sec): 3 clusters
  Score: Raw -423175.130844 + Penalty 2687.920656 = -420487.210188
  nChanged 2
		SP:Iteration 58Q (96567.730000 sec): 3 clusters
  Score: Raw -423176.793222 + Penalty 2687.920656 = -420488.872566
  nChanged 2
		SP:Iteration 59Q (96567.940000 sec): 3 clusters
  Score: Raw -423177.625849 + Penalty 2687.920656 = -420489.705193
  nChanged 1
		SP:Iteration 60F (96568.160000 sec): 3 clusters
  Score: Raw -423177.835111 + Penalty 2687.920656 = -420489.914455
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96568.810000 sec): 2 clusters
  Score: Raw -11783580.756149 + Penalty 1892.482804 = -11781688.273345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96569.520000 sec): 3 clusters
  Score: Raw -11708909.842467 + Penalty 3784.965608 = -11705124.876859
  nChanged 54672
		SP:Iteration 1F (96570.270000 sec): 3 clusters
  Score: Raw -11740888.120842 + Penalty 3784.965608 = -11737103.155234
  nChanged 4508
		SP:Iteration 2Q (96571.040000 sec): 3 clusters
  Score: Raw -11742380.469437 + Penalty 3784.965608 = -11738595.503830
  nChanged 5114
		SP:Iteration 3Q (96571.810000 sec): 3 clusters
  Score: Raw -11744294.380944 + Penalty 3784.965608 = -11740509.415336
  nChanged 5754
		SP:Iteration 4F (96572.520000 sec): 3 clusters
  Score: Raw -11746910.948980 + Penalty 3784.965608 = -11743125.983372
  nChanged 6654
		SP:Iteration 5F (96573.230000 sec): 3 clusters
  Score: Raw -11750634.447529 + Penalty 3784.965608 = -11746849.481922
  nChanged 7368
		SP:Iteration 6F (96573.920000 sec): 3 clusters
  Score: Raw -11755731.256955 + Penalty 3784.965608 = -11751946.291348
  nChanged 7699
		SP:Iteration 7F (96574.610000 sec): 3 clusters
  Score: Raw -11761784.822591 + Penalty 3784.965608 = -11757999.856983
  nChanged 7050
		SP:Iteration 8F (96575.290000 sec): 3 clusters
  Score: Raw -11767659.656963 + Penalty 3784.965608 = -11763874.691356
  nChanged 5713
		SP:Iteration 9F (96575.950000 sec): 3 clusters
  Score: Raw -11772311.991607 + Penalty 3784.965608 = -11768527.025999
  nChanged 4273
		SP:Iteration 10Q (96576.620000 sec): 3 clusters
  Score: Raw -11775433.104576 + Penalty 3784.965608 = -11771648.138968
  nChanged 3230
		SP:Iteration 11Q (96577.230000 sec): 3 clusters
  Score: Raw -11777574.077176 + Penalty 3784.965608 = -11773789.111568
  nChanged 2594
		SP:Iteration 12Q (96577.790000 sec): 3 clusters
  Score: Raw -11779166.880670 + Penalty 3784.965608 = -11775381.915063
  nChanged 2100
		SP:Iteration 13Q (96578.500000 sec): 3 clusters
  Score: Raw -11780438.335901 + Penalty 3784.965608 = -11776653.370293
  nChanged 1743
		SP:Iteration 14Q (96579.190000 sec): 3 clusters
  Score: Raw -11781505.997575 + Penalty 3784.965608 = -11777721.031967
  nChanged 1326
		SP:Iteration 15Q (96579.900000 sec): 3 clusters
  Score: Raw -11782313.945839 + Penalty 3784.965608 = -11778528.980232
  nChanged 983
		SP:Iteration 16Q (96580.660000 sec): 3 clusters
  Score: Raw -11782916.186608 + Penalty 3784.965608 = -11779131.221000
  nChanged 748
		SP:Iteration 17Q (96581.310000 sec): 3 clusters
  Score: Raw -11783342.051719 + Penalty 3784.965608 = -11779557.086112
  nChanged 527
		SP:Iteration 18Q (96581.950000 sec): 3 clusters
  Score: Raw -11783612.735547 + Penalty 3784.965608 = -11779827.769940
  nChanged 387
		SP:Iteration 19Q (96582.630000 sec): 3 clusters
  Score: Raw -11783790.275453 + Penalty 3784.965608 = -11780005.309845
  nChanged 270
		SP:Iteration 20F (96583.380000 sec): 3 clusters
  Score: Raw -11783911.443889 + Penalty 3784.965608 = -11780126.478281
  nChanged 216
		SP:Iteration 21Q (96584.090000 sec): 3 clusters
  Score: Raw -11784001.932642 + Penalty 3784.965608 = -11780216.967034
  nChanged 171
		SP:Iteration 22Q (96584.670000 sec): 3 clusters
  Score: Raw -11784065.049081 + Penalty 3784.965608 = -11780280.083474
  nChanged 139
		SP:Iteration 23Q (96585.300000 sec): 3 clusters
  Score: Raw -11784108.553516 + Penalty 3784.965608 = -11780323.587908
  nChanged 89
		SP:Iteration 24Q (96585.850000 sec): 3 clusters
  Score: Raw -11784138.396414 + Penalty 3784.965608 = -11780353.430807
  nChanged 71
		SP:Iteration 25Q (96586.460000 sec): 3 clusters
  Score: Raw -11784162.425696 + Penalty 3784.965608 = -11780377.460088
  nChanged 72
		SP:Iteration 26Q (96587.060000 sec): 3 clusters
  Score: Raw -11784182.035154 + Penalty 3784.965608 = -11780397.069546
  nChanged 60
		SP:Iteration 27Q (96587.750000 sec): 3 clusters
  Score: Raw -11784200.335269 + Penalty 3784.965608 = -11780415.369662
  nChanged 41
		SP:Iteration 28Q (96588.420000 sec): 3 clusters
  Score: Raw -11784209.276984 + Penalty 3784.965608 = -11780424.311376
  nChanged 35
		SP:Iteration 29Q (96589.070000 sec): 3 clusters
  Score: Raw -11784215.875686 + Penalty 3784.965608 = -11780430.910078
  nChanged 25
		SP:Iteration 30Q (96589.630000 sec): 3 clusters
  Score: Raw -11784220.783995 + Penalty 3784.965608 = -11780435.818387
  nChanged 26
		SP:Iteration 31Q (96590.280000 sec): 3 clusters
  Score: Raw -11784226.327973 + Penalty 3784.965608 = -11780441.362365
  nChanged 14
		SP:Iteration 32Q (96590.950000 sec): 3 clusters
  Score: Raw -11784228.595916 + Penalty 3784.965608 = -11780443.630308
  nChanged 10
		SP:Iteration 33Q (96591.630000 sec): 3 clusters
  Score: Raw -11784230.421154 + Penalty 3784.965608 = -11780445.455546
  nChanged 15
		SP:Iteration 34Q (96592.230000 sec): 3 clusters
  Score: Raw -11784234.056164 + Penalty 3784.965608 = -11780449.090556
  nChanged 15
		SP:Iteration 35Q (96592.840000 sec): 3 clusters
  Score: Raw -11784236.921694 + Penalty 3784.965608 = -11780451.956087
  nChanged 12
		SP:Iteration 36Q (96593.530000 sec): 3 clusters
  Score: Raw -11784238.510621 + Penalty 3784.965608 = -11780453.545013
  nChanged 6
		SP:Iteration 37Q (96594.180000 sec): 3 clusters
  Score: Raw -11784239.342536 + Penalty 3784.965608 = -11780454.376928
  nChanged 8
		SP:Iteration 38Q (96594.800000 sec): 3 clusters
  Score: Raw -11784240.887364 + Penalty 3784.965608 = -11780455.921756
  nChanged 4
		SP:Iteration 39Q (96595.420000 sec): 3 clusters
  Score: Raw -11784241.487501 + Penalty 3784.965608 = -11780456.521893
  nChanged 2
		SP:Iteration 40F (96596.140000 sec): 3 clusters
  Score: Raw -11784241.864959 + Penalty 3784.965608 = -11780456.899351
  nChanged 2
		SP:Iteration 41Q (96596.800000 sec): 3 clusters
  Score: Raw -11784242.203256 + Penalty 3784.965608 = -11780457.237648
  nChanged 2
		SP:Iteration 42Q (96597.410000 sec): 3 clusters
  Score: Raw -11784242.876359 + Penalty 3784.965608 = -11780457.910751
  nChanged 3
		SP:Iteration 43Q (96598.010000 sec): 3 clusters
  Score: Raw -11784243.297090 + Penalty 3784.965608 = -11780458.331482
  nChanged 1
		SP:Iteration 44Q (96598.660000 sec): 3 clusters
  Score: Raw -11784243.428250 + Penalty 3784.965608 = -11780458.462642
  nChanged 1
		SP:Iteration 45Q (96599.290000 sec): 3 clusters
  Score: Raw -11784243.506355 + Penalty 3784.965608 = -11780458.540747
  nChanged 0
		SP:Iteration 46F (96600.040000 sec): 3 clusters
  Score: Raw -11784243.506355 + Penalty 3784.965608 = -11780458.540747
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96600.160000 sec): 2 clusters
  Score: Raw -294656.633310 + Penalty 1300.056793 = -293356.576517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96600.360000 sec): 3 clusters
  Score: Raw -293273.745352 + Penalty 2600.113586 = -290673.631766
  nChanged 1105
		SP:Iteration 1F (96600.540000 sec): 3 clusters
  Score: Raw -293911.580640 + Penalty 2600.113586 = -291311.467054
  nChanged 242
		SP:Iteration 2F (96600.730000 sec): 3 clusters
  Score: Raw -294077.947379 + Penalty 2600.113586 = -291477.833793
  nChanged 189
		SP:Iteration 3F (96600.920000 sec): 3 clusters
  Score: Raw -294207.367083 + Penalty 2600.113586 = -291607.253497
  nChanged 154
		SP:Iteration 4F (96601.090000 sec): 3 clusters
  Score: Raw -294310.687120 + Penalty 2600.113586 = -291710.573534
  nChanged 122
		SP:Iteration 5Q (96601.340000 sec): 3 clusters
  Score: Raw -294397.983398 + Penalty 2600.113586 = -291797.869812
  nChanged 106
		SP:Iteration 6Q (96601.530000 sec): 3 clusters
  Score: Raw -294472.603003 + Penalty 2600.113586 = -291872.489417
  nChanged 88
		SP:Iteration 7Q (96601.750000 sec): 3 clusters
  Score: Raw -294530.438572 + Penalty 2600.113586 = -291930.324986
  nChanged 69
		SP:Iteration 8Q (96601.930000 sec): 3 clusters
  Score: Raw -294567.833327 + Penalty 2600.113586 = -291967.719741
  nChanged 55
		SP:Iteration 9Q (96602.120000 sec): 3 clusters
  Score: Raw -294596.238639 + Penalty 2600.113586 = -291996.125053
  nChanged 62
		SP:Iteration 10Q (96602.320000 sec): 3 clusters
  Score: Raw -294631.271939 + Penalty 2600.113586 = -292031.158353
  nChanged 50
		SP:Iteration 11Q (96602.530000 sec): 3 clusters
  Score: Raw -294658.611178 + Penalty 2600.113586 = -292058.497592
  nChanged 32
		SP:Iteration 12Q (96602.730000 sec): 3 clusters
  Score: Raw -294670.717732 + Penalty 2600.113586 = -292070.604146
  nChanged 27
		SP:Iteration 13Q (96602.930000 sec): 3 clusters
  Score: Raw -294682.049660 + Penalty 2600.113586 = -292081.936074
  nChanged 21
		SP:Iteration 14Q (96603.090000 sec): 3 clusters
  Score: Raw -294688.976731 + Penalty 2600.113586 = -292088.863145
  nChanged 11
		SP:Iteration 15Q (96603.260000 sec): 3 clusters
  Score: Raw -294692.619572 + Penalty 2600.113586 = -292092.505986
  nChanged 8
		SP:Iteration 16Q (96603.490000 sec): 3 clusters
  Score: Raw -294696.495331 + Penalty 2600.113586 = -292096.381745
  nChanged 11
		SP:Iteration 17Q (96603.690000 sec): 3 clusters
  Score: Raw -294700.083283 + Penalty 2600.113586 = -292099.969697
  nChanged 6
		SP:Iteration 18Q (96603.870000 sec): 3 clusters
  Score: Raw -294702.300937 + Penalty 2600.113586 = -292102.187351
  nChanged 4
		SP:Iteration 19Q (96604.070000 sec): 3 clusters
  Score: Raw -294704.362736 + Penalty 2600.113586 = -292104.249151
  nChanged 9
		SP:Iteration 20F (96604.300000 sec): 3 clusters
  Score: Raw -294708.275087 + Penalty 2600.113586 = -292108.161501
  nChanged 4
		SP:Iteration 21Q (96604.470000 sec): 3 clusters
  Score: Raw -294709.547952 + Penalty 2600.113586 = -292109.434366
  nChanged 3
		SP:Iteration 22Q (96604.700000 sec): 3 clusters
  Score: Raw -294710.706891 + Penalty 2600.113586 = -292110.593305
  nChanged 6
		SP:Iteration 23Q (96604.920000 sec): 3 clusters
  Score: Raw -294713.498343 + Penalty 2600.113586 = -292113.384757
  nChanged 7
		SP:Iteration 24Q (96605.090000 sec): 3 clusters
  Score: Raw -294715.898118 + Penalty 2600.113586 = -292115.784532
  nChanged 5
		SP:Iteration 25Q (96605.330000 sec): 3 clusters
  Score: Raw -294716.982177 + Penalty 2600.113586 = -292116.868591
  nChanged 1
		SP:Iteration 26Q (96605.490000 sec): 3 clusters
  Score: Raw -294717.174547 + Penalty 2600.113586 = -292117.060961
  nChanged 0
		SP:Iteration 27F (96605.660000 sec): 3 clusters
  Score: Raw -294717.174547 + Penalty 2600.113586 = -292117.060961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96605.860000 sec): 2 clusters
  Score: Raw -199140.977559 + Penalty 1235.795353 = -197905.182205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96606.080000 sec): 3 clusters
  Score: Raw -198256.570675 + Penalty 2471.590706 = -195784.979969
  nChanged 721
		SP:Iteration 1F (96606.270000 sec): 3 clusters
  Score: Raw -198751.710958 + Penalty 2471.590706 = -196280.120252
  nChanged 156
		SP:Iteration 2F (96606.480000 sec): 3 clusters
  Score: Raw -198876.472976 + Penalty 2471.590706 = -196404.882270
  nChanged 107
		SP:Iteration 3F (96606.650000 sec): 3 clusters
  Score: Raw -198964.404867 + Penalty 2471.590706 = -196492.814160
  nChanged 93
		SP:Iteration 4Q (96606.860000 sec): 3 clusters
  Score: Raw -199049.960633 + Penalty 2471.590706 = -196578.369927
  nChanged 94
		SP:Iteration 5Q (96607.040000 sec): 3 clusters
  Score: Raw -199125.243171 + Penalty 2471.590706 = -196653.652464
  nChanged 75
		SP:Iteration 6Q (96607.220000 sec): 3 clusters
  Score: Raw -199180.609099 + Penalty 2471.590706 = -196709.018393
  nChanged 57
		SP:Iteration 7Q (96607.410000 sec): 3 clusters
  Score: Raw -199223.351076 + Penalty 2471.590706 = -196751.760370
  nChanged 49
		SP:Iteration 8Q (96607.620000 sec): 3 clusters
  Score: Raw -199264.509965 + Penalty 2471.590706 = -196792.919259
  nChanged 44
		SP:Iteration 9Q (96607.840000 sec): 3 clusters
  Score: Raw -199297.196083 + Penalty 2471.590706 = -196825.605377
  nChanged 47
		SP:Iteration 10Q (96608.030000 sec): 3 clusters
  Score: Raw -199327.114400 + Penalty 2471.590706 = -196855.523694
  nChanged 33
		SP:Iteration 11Q (96608.220000 sec): 3 clusters
  Score: Raw -199348.225952 + Penalty 2471.590706 = -196876.635245
  nChanged 32
		SP:Iteration 12Q (96608.400000 sec): 3 clusters
  Score: Raw -199371.965411 + Penalty 2471.590706 = -196900.374705
  nChanged 31
		SP:Iteration 13Q (96608.640000 sec): 3 clusters
  Score: Raw -199393.586527 + Penalty 2471.590706 = -196921.995821
  nChanged 27
		SP:Iteration 14Q (96608.850000 sec): 3 clusters
  Score: Raw -199411.577484 + Penalty 2471.590706 = -196939.986777
  nChanged 19
		SP:Iteration 15Q (96609.070000 sec): 3 clusters
  Score: Raw -199426.379374 + Penalty 2471.590706 = -196954.788668
  nChanged 21
		SP:Iteration 16Q (96609.270000 sec): 3 clusters
  Score: Raw -199440.741428 + Penalty 2471.590706 = -196969.150722
  nChanged 19
		SP:Iteration 17Q (96609.430000 sec): 3 clusters
  Score: Raw -199454.866166 + Penalty 2471.590706 = -196983.275459
  nChanged 15
		SP:Iteration 18Q (96609.620000 sec): 3 clusters
  Score: Raw -199464.905987 + Penalty 2471.590706 = -196993.315281
  nChanged 21
		SP:Iteration 19Q (96609.790000 sec): 3 clusters
  Score: Raw -199478.678589 + Penalty 2471.590706 = -197007.087883
  nChanged 20
		SP:Iteration 20F (96610.000000 sec): 3 clusters
  Score: Raw -199492.301379 + Penalty 2471.590706 = -197020.710672
  nChanged 17
		SP:Iteration 21Q (96610.170000 sec): 3 clusters
  Score: Raw -199505.015705 + Penalty 2471.590706 = -197033.424999
  nChanged 12
		SP:Iteration 22Q (96610.370000 sec): 3 clusters
  Score: Raw -199514.659388 + Penalty 2471.590706 = -197043.068682
  nChanged 17
		SP:Iteration 23Q (96610.560000 sec): 3 clusters
  Score: Raw -199525.115985 + Penalty 2471.590706 = -197053.525279
  nChanged 16
		SP:Iteration 24Q (96610.720000 sec): 3 clusters
  Score: Raw -199535.060624 + Penalty 2471.590706 = -197063.469917
  nChanged 12
		SP:Iteration 25Q (96610.900000 sec): 3 clusters
  Score: Raw -199544.899777 + Penalty 2471.590706 = -197073.309070
  nChanged 7
		SP:Iteration 26Q (96611.080000 sec): 3 clusters
  Score: Raw -199548.533859 + Penalty 2471.590706 = -197076.943152
  nChanged 2
		SP:Iteration 27Q (96611.260000 sec): 3 clusters
  Score: Raw -199550.139987 + Penalty 2471.590706 = -197078.549281
  nChanged 2
		SP:Iteration 28Q (96611.530000 sec): 3 clusters
  Score: Raw -199551.564106 + Penalty 2471.590706 = -197079.973400
  nChanged 2
		SP:Iteration 29Q (96611.700000 sec): 3 clusters
  Score: Raw -199552.030239 + Penalty 2471.590706 = -197080.439533
  nChanged 0
		SP:Iteration 30F (96611.940000 sec): 3 clusters
  Score: Raw -199552.030239 + Penalty 2471.590706 = -197080.439533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96612.100000 sec): 2 clusters
  Score: Raw -849218.240359 + Penalty 1460.865745 = -847757.374614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96612.300000 sec): 3 clusters
  Score: Raw -844783.599815 + Penalty 2921.731490 = -841861.868325
  nChanged 3422
		SP:Iteration 1F (96612.520000 sec): 3 clusters
  Score: Raw -846586.380077 + Penalty 2921.731490 = -843664.648587
  nChanged 615
		SP:Iteration 2F (96612.790000 sec): 3 clusters
  Score: Raw -846940.148950 + Penalty 2921.731490 = -844018.417460
  nChanged 575
		SP:Iteration 3F (96613.020000 sec): 3 clusters
  Score: Raw -847368.493221 + Penalty 2921.731490 = -844446.761731
  nChanged 608
		SP:Iteration 4F (96613.260000 sec): 3 clusters
  Score: Raw -847854.176651 + Penalty 2921.731490 = -844932.445161
  nChanged 587
		SP:Iteration 5F (96613.480000 sec): 3 clusters
  Score: Raw -848358.779616 + Penalty 2921.731490 = -845437.048126
  nChanged 513
		SP:Iteration 6F (96613.720000 sec): 3 clusters
  Score: Raw -848761.710650 + Penalty 2921.731490 = -845839.979160
  nChanged 391
		SP:Iteration 7Q (96613.990000 sec): 3 clusters
  Score: Raw -849023.756278 + Penalty 2921.731490 = -846102.024788
  nChanged 271
		SP:Iteration 8Q (96614.260000 sec): 3 clusters
  Score: Raw -849161.775166 + Penalty 2921.731490 = -846240.043676
  nChanged 190
		SP:Iteration 9Q (96614.500000 sec): 3 clusters
  Score: Raw -849230.313017 + Penalty 2921.731490 = -846308.581527
  nChanged 119
		SP:Iteration 10Q (96614.770000 sec): 3 clusters
  Score: Raw -849267.935895 + Penalty 2921.731490 = -846346.204405
  nChanged 86
		SP:Iteration 11Q (96615.040000 sec): 3 clusters
  Score: Raw -849292.854274 + Penalty 2921.731490 = -846371.122784
  nChanged 59
		SP:Iteration 12Q (96615.250000 sec): 3 clusters
  Score: Raw -849310.149529 + Penalty 2921.731490 = -846388.418039
  nChanged 50
		SP:Iteration 13Q (96615.450000 sec): 3 clusters
  Score: Raw -849326.441099 + Penalty 2921.731490 = -846404.709609
  nChanged 39
		SP:Iteration 14Q (96615.650000 sec): 3 clusters
  Score: Raw -849335.944006 + Penalty 2921.731490 = -846414.212516
  nChanged 27
		SP:Iteration 15Q (96615.920000 sec): 3 clusters
  Score: Raw -849342.163959 + Penalty 2921.731490 = -846420.432468
  nChanged 25
		SP:Iteration 16Q (96616.110000 sec): 3 clusters
  Score: Raw -849347.741465 + Penalty 2921.731490 = -846426.009975
  nChanged 16
		SP:Iteration 17Q (96616.300000 sec): 3 clusters
  Score: Raw -849351.069968 + Penalty 2921.731490 = -846429.338478
  nChanged 15
		SP:Iteration 18Q (96616.500000 sec): 3 clusters
  Score: Raw -849353.547122 + Penalty 2921.731490 = -846431.815632
  nChanged 10
		SP:Iteration 19Q (96616.770000 sec): 3 clusters
  Score: Raw -849354.784796 + Penalty 2921.731490 = -846433.053306
  nChanged 6
		SP:Iteration 20F (96617.010000 sec): 3 clusters
  Score: Raw -849355.501879 + Penalty 2921.731490 = -846433.770389
  nChanged 5
		SP:Iteration 21Q (96617.210000 sec): 3 clusters
  Score: Raw -849356.735056 + Penalty 2921.731490 = -846435.003566
  nChanged 9
		SP:Iteration 22Q (96617.440000 sec): 3 clusters
  Score: Raw -849358.339412 + Penalty 2921.731490 = -846436.607922
  nChanged 11
		SP:Iteration 23Q (96617.690000 sec): 3 clusters
  Score: Raw -849360.759237 + Penalty 2921.731490 = -846439.027747
  nChanged 10
		SP:Iteration 24Q (96617.880000 sec): 3 clusters
  Score: Raw -849362.108478 + Penalty 2921.731490 = -846440.376988
  nChanged 6
		SP:Iteration 25Q (96618.090000 sec): 3 clusters
  Score: Raw -849362.947871 + Penalty 2921.731490 = -846441.216381
  nChanged 5
		SP:Iteration 26Q (96618.320000 sec): 3 clusters
  Score: Raw -849364.184592 + Penalty 2921.731490 = -846442.453102
  nChanged 6
		SP:Iteration 27Q (96618.520000 sec): 3 clusters
  Score: Raw -849365.658127 + Penalty 2921.731490 = -846443.926637
  nChanged 9
		SP:Iteration 28Q (96618.710000 sec): 3 clusters
  Score: Raw -849367.191198 + Penalty 2921.731490 = -846445.459708
  nChanged 4
		SP:Iteration 29Q (96618.970000 sec): 3 clusters
  Score: Raw -849367.724512 + Penalty 2921.731490 = -846445.993022
  nChanged 1
		SP:Iteration 30Q (96619.160000 sec): 3 clusters
  Score: Raw -849367.816825 + Penalty 2921.731490 = -846446.085335
  nChanged 3
		SP:Iteration 31Q (96619.400000 sec): 3 clusters
  Score: Raw -849368.359346 + Penalty 2921.731490 = -846446.627855
  nChanged 2
		SP:Iteration 32Q (96619.610000 sec): 3 clusters
  Score: Raw -849368.599835 + Penalty 2921.731490 = -846446.868345
  nChanged 0
		SP:Iteration 33F (96619.830000 sec): 3 clusters
  Score: Raw -849368.599835 + Penalty 2921.731490 = -846446.868345
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (30150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96620.010000 sec): 2 clusters
  Score: Raw -3331600.368996 + Penalty 1676.015283 = -3329924.353713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96620.310000 sec): 3 clusters
  Score: Raw -3312869.877924 + Penalty 3352.030566 = -3309517.847358
  nChanged 13879
		SP:Iteration 1F (96620.650000 sec): 3 clusters
  Score: Raw -3320526.743313 + Penalty 3352.030566 = -3317174.712747
  nChanged 1168
		SP:Iteration 2Q (96621.000000 sec): 3 clusters
  Score: Raw -3320827.093309 + Penalty 3352.030566 = -3317475.062743
  nChanged 1082
		SP:Iteration 3Q (96621.400000 sec): 3 clusters
  Score: Raw -3321097.662619 + Penalty 3352.030566 = -3317745.632053
  nChanged 983
		SP:Iteration 4Q (96621.700000 sec): 3 clusters
  Score: Raw -3321352.215423 + Penalty 3352.030566 = -3318000.184857
  nChanged 982
		SP:Iteration 5Q (96622.070000 sec): 3 clusters
  Score: Raw -3321629.309096 + Penalty 3352.030566 = -3318277.278530
  nChanged 993
		SP:Iteration 6Q (96622.490000 sec): 3 clusters
  Score: Raw -3321971.412880 + Penalty 3352.030566 = -3318619.382314
  nChanged 1163
		SP:Iteration 7Q (96622.820000 sec): 3 clusters
  Score: Raw -3322511.845139 + Penalty 3352.030566 = -3319159.814573
  nChanged 1463
		SP:Iteration 8Q (96623.170000 sec): 3 clusters
  Score: Raw -3323325.476743 + Penalty 3352.030566 = -3319973.446177
  nChanged 1665
		SP:Iteration 9F (96623.450000 sec): 3 clusters
  Score: Raw -3324454.441941 + Penalty 3352.030566 = -3321102.411375
  nChanged 1805
		SP:Iteration 10F (96623.850000 sec): 3 clusters
  Score: Raw -3325884.708275 + Penalty 3352.030566 = -3322532.677710
  nChanged 1812
		SP:Iteration 11F (96624.210000 sec): 3 clusters
  Score: Raw -3327470.733022 + Penalty 3352.030566 = -3324118.702456
  nChanged 1517
		SP:Iteration 12F (96624.530000 sec): 3 clusters
  Score: Raw -3328816.558356 + Penalty 3352.030566 = -3325464.527790
  nChanged 1114
		SP:Iteration 13Q (96624.860000 sec): 3 clusters
  Score: Raw -3329849.045360 + Penalty 3352.030566 = -3326497.014794
  nChanged 751
		SP:Iteration 14Q (96625.160000 sec): 3 clusters
  Score: Raw -3330553.868998 + Penalty 3352.030566 = -3327201.838432
  nChanged 496
		SP:Iteration 15Q (96625.470000 sec): 3 clusters
  Score: Raw -3330959.309263 + Penalty 3352.030566 = -3327607.278698
  nChanged 356
		SP:Iteration 16Q (96625.840000 sec): 3 clusters
  Score: Raw -3331225.625826 + Penalty 3352.030566 = -3327873.595260
  nChanged 283
		SP:Iteration 17Q (96626.190000 sec): 3 clusters
  Score: Raw -3331426.156749 + Penalty 3352.030566 = -3328074.126183
  nChanged 224
		SP:Iteration 18Q (96626.540000 sec): 3 clusters
  Score: Raw -3331569.011240 + Penalty 3352.030566 = -3328216.980674
  nChanged 156
		SP:Iteration 19Q (96626.850000 sec): 3 clusters
  Score: Raw -3331663.477130 + Penalty 3352.030566 = -3328311.446564
  nChanged 142
		SP:Iteration 20F (96627.220000 sec): 3 clusters
  Score: Raw -3331743.913899 + Penalty 3352.030566 = -3328391.883334
  nChanged 99
		SP:Iteration 21Q (96627.520000 sec): 3 clusters
  Score: Raw -3331791.337916 + Penalty 3352.030566 = -3328439.307351
  nChanged 78
		SP:Iteration 22Q (96627.800000 sec): 3 clusters
  Score: Raw -3331825.822072 + Penalty 3352.030566 = -3328473.791506
  nChanged 59
		SP:Iteration 23Q (96628.170000 sec): 3 clusters
  Score: Raw -3331848.965283 + Penalty 3352.030566 = -3328496.934718
  nChanged 55
		SP:Iteration 24Q (96628.480000 sec): 3 clusters
  Score: Raw -3331867.955263 + Penalty 3352.030566 = -3328515.924698
  nChanged 33
		SP:Iteration 25Q (96628.820000 sec): 3 clusters
  Score: Raw -3331879.081369 + Penalty 3352.030566 = -3328527.050803
  nChanged 34
		SP:Iteration 26Q (96629.140000 sec): 3 clusters
  Score: Raw -3331891.858337 + Penalty 3352.030566 = -3328539.827771
  nChanged 35
		SP:Iteration 27Q (96629.470000 sec): 3 clusters
  Score: Raw -3331904.225438 + Penalty 3352.030566 = -3328552.194872
  nChanged 32
		SP:Iteration 28Q (96629.780000 sec): 3 clusters
  Score: Raw -3331915.464666 + Penalty 3352.030566 = -3328563.434100
  nChanged 24
		SP:Iteration 29Q (96630.050000 sec): 3 clusters
  Score: Raw -3331922.235633 + Penalty 3352.030566 = -3328570.205068
  nChanged 21
		SP:Iteration 30Q (96630.390000 sec): 3 clusters
  Score: Raw -3331929.412171 + Penalty 3352.030566 = -3328577.381606
  nChanged 23
		SP:Iteration 31Q (96630.690000 sec): 3 clusters
  Score: Raw -3331935.462180 + Penalty 3352.030566 = -3328583.431614
  nChanged 18
		SP:Iteration 32Q (96631.010000 sec): 3 clusters
  Score: Raw -3331940.563715 + Penalty 3352.030566 = -3328588.533149
  nChanged 16
		SP:Iteration 33Q (96631.340000 sec): 3 clusters
  Score: Raw -3331945.843338 + Penalty 3352.030566 = -3328593.812772
  nChanged 17
		SP:Iteration 34Q (96631.670000 sec): 3 clusters
  Score: Raw -3331951.225505 + Penalty 3352.030566 = -3328599.194939
  nChanged 22
		SP:Iteration 35Q (96632.050000 sec): 3 clusters
  Score: Raw -3331957.523570 + Penalty 3352.030566 = -3328605.493004
  nChanged 19
		SP:Iteration 36Q (96632.360000 sec): 3 clusters
  Score: Raw -3331962.677228 + Penalty 3352.030566 = -3328610.646663
  nChanged 18
		SP:Iteration 37Q (96632.690000 sec): 3 clusters
  Score: Raw -3331967.496014 + Penalty 3352.030566 = -3328615.465449
  nChanged 17
		SP:Iteration 38Q (96632.980000 sec): 3 clusters
  Score: Raw -3331971.715821 + Penalty 3352.030566 = -3328619.685255
  nChanged 6
		SP:Iteration 39Q (96633.260000 sec): 3 clusters
  Score: Raw -3331973.731087 + Penalty 3352.030566 = -3328621.700522
  nChanged 7
		SP:Iteration 40F (96633.690000 sec): 3 clusters
  Score: Raw -3331975.549621 + Penalty 3352.030566 = -3328623.519055
  nChanged 6
		SP:Iteration 41Q (96634.030000 sec): 3 clusters
  Score: Raw -3331977.159176 + Penalty 3352.030566 = -3328625.128610
  nChanged 4
		SP:Iteration 42Q (96634.280000 sec): 3 clusters
  Score: Raw -3331977.797299 + Penalty 3352.030566 = -3328625.766733
  nChanged 2
		SP:Iteration 43Q (96634.620000 sec): 3 clusters
  Score: Raw -3331978.418122 + Penalty 3352.030566 = -3328626.387557
  nChanged 7
		SP:Iteration 44Q (96634.960000 sec): 3 clusters
  Score: Raw -3331980.069604 + Penalty 3352.030566 = -3328628.039038
  nChanged 7
		SP:Iteration 45Q (96635.280000 sec): 3 clusters
  Score: Raw -3331981.893961 + Penalty 3352.030566 = -3328629.863395
  nChanged 4
		SP:Iteration 46Q (96635.560000 sec): 3 clusters
  Score: Raw -3331982.790637 + Penalty 3352.030566 = -3328630.760071
  nChanged 3
		SP:Iteration 47Q (96635.900000 sec): 3 clusters
  Score: Raw -3331983.437347 + Penalty 3352.030566 = -3328631.406782
  nChanged 3
		SP:Iteration 48Q (96636.210000 sec): 3 clusters
  Score: Raw -3331984.013035 + Penalty 3352.030566 = -3328631.982469
  nChanged 2
		SP:Iteration 49Q (96636.600000 sec): 3 clusters
  Score: Raw -3331984.403129 + Penalty 3352.030566 = -3328632.372563
  nChanged 2
		SP:Iteration 50Q (96637.010000 sec): 3 clusters
  Score: Raw -3331985.115640 + Penalty 3352.030566 = -3328633.085075
  nChanged 2
		SP:Iteration 51Q (96637.320000 sec): 3 clusters
  Score: Raw -3331985.436924 + Penalty 3352.030566 = -3328633.406358
  nChanged 3
		SP:Iteration 52Q (96637.700000 sec): 3 clusters
  Score: Raw -3331986.174793 + Penalty 3352.030566 = -3328634.144227
  nChanged 5
		SP:Iteration 53Q (96638.000000 sec): 3 clusters
  Score: Raw -3331987.254900 + Penalty 3352.030566 = -3328635.224335
  nChanged 4
		SP:Iteration 54Q (96638.300000 sec): 3 clusters
  Score: Raw -3331988.045045 + Penalty 3352.030566 = -3328636.014479
  nChanged 2
		SP:Iteration 55Q (96638.680000 sec): 3 clusters
  Score: Raw -3331988.523350 + Penalty 3352.030566 = -3328636.492785
  nChanged 3
		SP:Iteration 56Q (96639.000000 sec): 3 clusters
  Score: Raw -3331989.247617 + Penalty 3352.030566 = -3328637.217051
  nChanged 2
		SP:Iteration 57Q (96639.340000 sec): 3 clusters
  Score: Raw -3331989.676948 + Penalty 3352.030566 = -3328637.646382
  nChanged 2
		SP:Iteration 58Q (96639.660000 sec): 3 clusters
  Score: Raw -3331990.179841 + Penalty 3352.030566 = -3328638.149275
  nChanged 0
		SP:Iteration 59F (96640.010000 sec): 3 clusters
  Score: Raw -3331990.179841 + Penalty 3352.030566 = -3328638.149275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96640.120000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96640.330000 sec): 3 clusters
  Score: Raw -45532.961888 + Penalty 1980.410175 = -43552.551713
  nChanged 81
		SP:Iteration 1F (96640.490000 sec): 3 clusters
  Score: Raw -45657.937354 + Penalty 1980.410175 = -43677.527179
  nChanged 19
		SP:Iteration 2Q (96640.700000 sec): 3 clusters
  Score: Raw -45688.108789 + Penalty 1980.410175 = -43707.698614
  nChanged 9
		SP:Iteration 3Q (96640.840000 sec): 3 clusters
  Score: Raw -45702.672574 + Penalty 1980.410175 = -43722.262399
  nChanged 6
		SP:Iteration 4Q (96641.060000 sec): 3 clusters
  Score: Raw -45712.979434 + Penalty 1980.410175 = -43732.569258
  nChanged 0
		SP:Iteration 5F (96641.220000 sec): 3 clusters
  Score: Raw -45712.979434 + Penalty 1980.410175 = -43732.569258
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96641.300000 sec): 2 clusters
  Score: Raw -106881.681098 + Penalty 1139.761265 = -105741.919833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96641.520000 sec): 3 clusters
  Score: Raw -106544.904586 + Penalty 2279.522529 = -104265.382056
  nChanged 337
		SP:Iteration 1F (96641.680000 sec): 3 clusters
  Score: Raw -106813.456390 + Penalty 2279.522529 = -104533.933861
  nChanged 92
		SP:Iteration 2F (96641.890000 sec): 3 clusters
  Score: Raw -106923.637780 + Penalty 2279.522529 = -104644.115250
  nChanged 60
		SP:Iteration 3F (96642.060000 sec): 3 clusters
  Score: Raw -106995.570667 + Penalty 2279.522529 = -104716.048138
  nChanged 48
		SP:Iteration 4Q (96642.270000 sec): 3 clusters
  Score: Raw -107070.922651 + Penalty 2279.522529 = -104791.400122
  nChanged 50
		SP:Iteration 5Q (96642.430000 sec): 3 clusters
  Score: Raw -107132.600842 + Penalty 2279.522529 = -104853.078313
  nChanged 47
		SP:Iteration 6Q (96642.630000 sec): 3 clusters
  Score: Raw -107200.741612 + Penalty 2279.522529 = -104921.219083
  nChanged 49
		SP:Iteration 7Q (96642.840000 sec): 3 clusters
  Score: Raw -107269.609804 + Penalty 2279.522529 = -104990.087275
  nChanged 32
		SP:Iteration 8Q (96643.010000 sec): 3 clusters
  Score: Raw -107303.363882 + Penalty 2279.522529 = -105023.841352
  nChanged 21
		SP:Iteration 9Q (96643.160000 sec): 3 clusters
  Score: Raw -107327.306638 + Penalty 2279.522529 = -105047.784108
  nChanged 19
		SP:Iteration 10Q (96643.370000 sec): 3 clusters
  Score: Raw -107356.307277 + Penalty 2279.522529 = -105076.784748
  nChanged 14
		SP:Iteration 11Q (96643.570000 sec): 3 clusters
  Score: Raw -107374.064642 + Penalty 2279.522529 = -105094.542113
  nChanged 13
		SP:Iteration 12Q (96643.720000 sec): 3 clusters
  Score: Raw -107387.951330 + Penalty 2279.522529 = -105108.428801
  nChanged 6
		SP:Iteration 13Q (96643.920000 sec): 3 clusters
  Score: Raw -107395.129132 + Penalty 2279.522529 = -105115.606602
  nChanged 9
		SP:Iteration 14Q (96644.110000 sec): 3 clusters
  Score: Raw -107401.773571 + Penalty 2279.522529 = -105122.251042
  nChanged 2
		SP:Iteration 15Q (96644.250000 sec): 3 clusters
  Score: Raw -107404.358803 + Penalty 2279.522529 = -105124.836273
  nChanged 1
		SP:Iteration 16Q (96644.460000 sec): 3 clusters
  Score: Raw -107405.505208 + Penalty 2279.522529 = -105125.982679
  nChanged 3
		SP:Iteration 17Q (96644.640000 sec): 3 clusters
  Score: Raw -107407.043222 + Penalty 2279.522529 = -105127.520693
  nChanged 2
		SP:Iteration 18Q (96644.790000 sec): 3 clusters
  Score: Raw -107412.868368 + Penalty 2279.522529 = -105133.345839
  nChanged 3
		SP:Iteration 19Q (96645.000000 sec): 3 clusters
  Score: Raw -107416.076376 + Penalty 2279.522529 = -105136.553846
  nChanged 2
		SP:Iteration 20F (96645.200000 sec): 3 clusters
  Score: Raw -107419.590343 + Penalty 2279.522529 = -105140.067814
  nChanged 3
		SP:Iteration 21Q (96645.350000 sec): 3 clusters
  Score: Raw -107422.114645 + Penalty 2279.522529 = -105142.592115
  nChanged 0
		SP:Iteration 22F (96645.580000 sec): 3 clusters
  Score: Raw -107422.114645 + Penalty 2279.522529 = -105142.592115
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96645.690000 sec): 2 clusters
  Score: Raw -1502684.638874 + Penalty 1557.406431 = -1501127.232442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96645.940000 sec): 3 clusters
  Score: Raw -1494075.540963 + Penalty 3114.812863 = -1490960.728101
  nChanged 6499
		SP:Iteration 1F (96646.200000 sec): 3 clusters
  Score: Raw -1497737.017491 + Penalty 3114.812863 = -1494622.204629
  nChanged 867
		SP:Iteration 2F (96646.460000 sec): 3 clusters
  Score: Raw -1498091.658159 + Penalty 3114.812863 = -1494976.845296
  nChanged 727
		SP:Iteration 3F (96646.730000 sec): 3 clusters
  Score: Raw -1498430.802878 + Penalty 3114.812863 = -1495315.990015
  nChanged 729
		SP:Iteration 4F (96647.020000 sec): 3 clusters
  Score: Raw -1498817.792598 + Penalty 3114.812863 = -1495702.979736
  nChanged 761
		SP:Iteration 5F (96647.280000 sec): 3 clusters
  Score: Raw -1499281.755154 + Penalty 3114.812863 = -1496166.942291
  nChanged 766
		SP:Iteration 6F (96647.560000 sec): 3 clusters
  Score: Raw -1499755.266787 + Penalty 3114.812863 = -1496640.453925
  nChanged 710
		SP:Iteration 7Q (96647.850000 sec): 3 clusters
  Score: Raw -1500198.050453 + Penalty 3114.812863 = -1497083.237591
  nChanged 678
		SP:Iteration 8Q (96648.190000 sec): 3 clusters
  Score: Raw -1500573.863655 + Penalty 3114.812863 = -1497459.050793
  nChanged 602
		SP:Iteration 9Q (96648.440000 sec): 3 clusters
  Score: Raw -1500892.971454 + Penalty 3114.812863 = -1497778.158591
  nChanged 538
		SP:Iteration 10Q (96648.720000 sec): 3 clusters
  Score: Raw -1501147.457608 + Penalty 3114.812863 = -1498032.644746
  nChanged 444
		SP:Iteration 11Q (96648.940000 sec): 3 clusters
  Score: Raw -1501351.141026 + Penalty 3114.812863 = -1498236.328163
  nChanged 419
		SP:Iteration 12Q (96649.250000 sec): 3 clusters
  Score: Raw -1501544.367556 + Penalty 3114.812863 = -1498429.554693
  nChanged 367
		SP:Iteration 13Q (96649.490000 sec): 3 clusters
  Score: Raw -1501689.124981 + Penalty 3114.812863 = -1498574.312119
  nChanged 326
		SP:Iteration 14Q (96649.790000 sec): 3 clusters
  Score: Raw -1501803.969305 + Penalty 3114.812863 = -1498689.156442
  nChanged 260
		SP:Iteration 15Q (96649.990000 sec): 3 clusters
  Score: Raw -1501887.922147 + Penalty 3114.812863 = -1498773.109284
  nChanged 214
		SP:Iteration 16Q (96650.210000 sec): 3 clusters
  Score: Raw -1501953.431560 + Penalty 3114.812863 = -1498838.618697
  nChanged 200
		SP:Iteration 17Q (96650.500000 sec): 3 clusters
  Score: Raw -1502007.845174 + Penalty 3114.812863 = -1498893.032311
  nChanged 164
		SP:Iteration 18Q (96650.720000 sec): 3 clusters
  Score: Raw -1502057.534049 + Penalty 3114.812863 = -1498942.721187
  nChanged 169
		SP:Iteration 19Q (96650.990000 sec): 3 clusters
  Score: Raw -1502103.764955 + Penalty 3114.812863 = -1498988.952093
  nChanged 157
		SP:Iteration 20F (96651.230000 sec): 3 clusters
  Score: Raw -1502140.786811 + Penalty 3114.812863 = -1499025.973948
  nChanged 138
		SP:Iteration 21Q (96651.550000 sec): 3 clusters
  Score: Raw -1502172.071000 + Penalty 3114.812863 = -1499057.258137
  nChanged 150
		SP:Iteration 22Q (96651.790000 sec): 3 clusters
  Score: Raw -1502211.482395 + Penalty 3114.812863 = -1499096.669532
  nChanged 154
		SP:Iteration 23Q (96652.070000 sec): 3 clusters
  Score: Raw -1502259.917081 + Penalty 3114.812863 = -1499145.104218
  nChanged 174
		SP:Iteration 24Q (96652.340000 sec): 3 clusters
  Score: Raw -1502316.045356 + Penalty 3114.812863 = -1499201.232494
  nChanged 168
		SP:Iteration 25Q (96652.610000 sec): 3 clusters
  Score: Raw -1502369.562474 + Penalty 3114.812863 = -1499254.749611
  nChanged 176
		SP:Iteration 26Q (96652.920000 sec): 3 clusters
  Score: Raw -1502429.269081 + Penalty 3114.812863 = -1499314.456219
  nChanged 176
		SP:Iteration 27Q (96653.170000 sec): 3 clusters
  Score: Raw -1502498.169805 + Penalty 3114.812863 = -1499383.356942
  nChanged 189
		SP:Iteration 28Q (96653.430000 sec): 3 clusters
  Score: Raw -1502572.183108 + Penalty 3114.812863 = -1499457.370246
  nChanged 191
		SP:Iteration 29Q (96653.670000 sec): 3 clusters
  Score: Raw -1502663.346093 + Penalty 3114.812863 = -1499548.533231
  nChanged 205
		SP:Iteration 30Q (96653.910000 sec): 3 clusters
  Score: Raw -1502763.605919 + Penalty 3114.812863 = -1499648.793056
  nChanged 195
		SP:Iteration 31Q (96654.160000 sec): 3 clusters
  Score: Raw -1502870.512350 + Penalty 3114.812863 = -1499755.699487
  nChanged 186
		SP:Iteration 32Q (96654.450000 sec): 3 clusters
  Score: Raw -1502979.140689 + Penalty 3114.812863 = -1499864.327826
  nChanged 168
		SP:Iteration 33Q (96654.730000 sec): 3 clusters
  Score: Raw -1503081.024953 + Penalty 3114.812863 = -1499966.212090
  nChanged 151
		SP:Iteration 34Q (96655.000000 sec): 3 clusters
  Score: Raw -1503166.422396 + Penalty 3114.812863 = -1500051.609534
  nChanged 120
		SP:Iteration 35Q (96655.310000 sec): 3 clusters
  Score: Raw -1503237.309115 + Penalty 3114.812863 = -1500122.496253
  nChanged 110
		SP:Iteration 36Q (96655.550000 sec): 3 clusters
  Score: Raw -1503297.649094 + Penalty 3114.812863 = -1500182.836232
  nChanged 92
		SP:Iteration 37Q (96655.830000 sec): 3 clusters
  Score: Raw -1503348.202240 + Penalty 3114.812863 = -1500233.389377
  nChanged 86
		SP:Iteration 38Q (96656.110000 sec): 3 clusters
  Score: Raw -1503390.006079 + Penalty 3114.812863 = -1500275.193217
  nChanged 68
		SP:Iteration 39Q (96656.370000 sec): 3 clusters
  Score: Raw -1503418.022566 + Penalty 3114.812863 = -1500303.209703
  nChanged 52
		SP:Iteration 40F (96656.680000 sec): 3 clusters
  Score: Raw -1503438.660775 + Penalty 3114.812863 = -1500323.847912
  nChanged 42
		SP:Iteration 41Q (96656.990000 sec): 3 clusters
  Score: Raw -1503456.475735 + Penalty 3114.812863 = -1500341.662872
  nChanged 36
		SP:Iteration 42Q (96657.280000 sec): 3 clusters
  Score: Raw -1503471.834556 + Penalty 3114.812863 = -1500357.021693
  nChanged 27
		SP:Iteration 43Q (96657.580000 sec): 3 clusters
  Score: Raw -1503480.722348 + Penalty 3114.812863 = -1500365.909485
  nChanged 22
		SP:Iteration 44Q (96657.870000 sec): 3 clusters
  Score: Raw -1503486.956451 + Penalty 3114.812863 = -1500372.143589
  nChanged 20
		SP:Iteration 45Q (96658.090000 sec): 3 clusters
  Score: Raw -1503492.037523 + Penalty 3114.812863 = -1500377.224660
  nChanged 15
		SP:Iteration 46Q (96658.410000 sec): 3 clusters
  Score: Raw -1503496.373604 + Penalty 3114.812863 = -1500381.560741
  nChanged 24
		SP:Iteration 47Q (96658.700000 sec): 3 clusters
  Score: Raw -1503504.834239 + Penalty 3114.812863 = -1500390.021377
  nChanged 23
		SP:Iteration 48Q (96658.900000 sec): 3 clusters
  Score: Raw -1503511.967312 + Penalty 3114.812863 = -1500397.154449
  nChanged 15
		SP:Iteration 49Q (96659.220000 sec): 3 clusters
  Score: Raw -1503516.923309 + Penalty 3114.812863 = -1500402.110447
  nChanged 11
		SP:Iteration 50Q (96659.420000 sec): 3 clusters
  Score: Raw -1503519.046369 + Penalty 3114.812863 = -1500404.233506
  nChanged 6
		SP:Iteration 51Q (96659.700000 sec): 3 clusters
  Score: Raw -1503520.352438 + Penalty 3114.812863 = -1500405.539575
  nChanged 6
		SP:Iteration 52Q (96659.940000 sec): 3 clusters
  Score: Raw -1503521.697634 + Penalty 3114.812863 = -1500406.884771
  nChanged 5
		SP:Iteration 53Q (96660.200000 sec): 3 clusters
  Score: Raw -1503523.457689 + Penalty 3114.812863 = -1500408.644827
  nChanged 5
		SP:Iteration 54Q (96660.410000 sec): 3 clusters
  Score: Raw -1503524.625415 + Penalty 3114.812863 = -1500409.812552
  nChanged 3
		SP:Iteration 55Q (96660.680000 sec): 3 clusters
  Score: Raw -1503525.414418 + Penalty 3114.812863 = -1500410.601556
  nChanged 4
		SP:Iteration 56Q (96660.960000 sec): 3 clusters
  Score: Raw -1503526.282396 + Penalty 3114.812863 = -1500411.469533
  nChanged 8
		SP:Iteration 57Q (96661.170000 sec): 3 clusters
  Score: Raw -1503529.489538 + Penalty 3114.812863 = -1500414.676675
  nChanged 7
		SP:Iteration 58Q (96661.380000 sec): 3 clusters
  Score: Raw -1503531.016359 + Penalty 3114.812863 = -1500416.203496
  nChanged 6
		SP:Iteration 59Q (96661.650000 sec): 3 clusters
  Score: Raw -1503532.881600 + Penalty 3114.812863 = -1500418.068737
  nChanged 5
		SP:Iteration 60F (96661.920000 sec): 3 clusters
  Score: Raw -1503534.697560 + Penalty 3114.812863 = -1500419.884698
  nChanged 5
		SP:Iteration 61Q (96662.230000 sec): 3 clusters
  Score: Raw -1503535.877510 + Penalty 3114.812863 = -1500421.064647
  nChanged 4
		SP:Iteration 62Q (96662.480000 sec): 3 clusters
  Score: Raw -1503536.584001 + Penalty 3114.812863 = -1500421.771138
  nChanged 1
		SP:Iteration 63Q (96662.780000 sec): 3 clusters
  Score: Raw -1503536.805245 + Penalty 3114.812863 = -1500421.992382
  nChanged 0
		SP:Iteration 64F (96663.060000 sec): 3 clusters
  Score: Raw -1503536.805245 + Penalty 3114.812863 = -1500421.992382
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96663.220000 sec): 2 clusters
  Score: Raw -105986.823701 + Penalty 1144.229395 = -104842.594305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96663.430000 sec): 3 clusters
  Score: Raw -105630.018498 + Penalty 2288.458791 = -103341.559708
  nChanged 382
		SP:Iteration 1F (96663.580000 sec): 3 clusters
  Score: Raw -106039.690761 + Penalty 2288.458791 = -103751.231971
  nChanged 142
		SP:Iteration 2F (96663.770000 sec): 3 clusters
  Score: Raw -106270.909624 + Penalty 2288.458791 = -103982.450834
  nChanged 82
		SP:Iteration 3F (96663.980000 sec): 3 clusters
  Score: Raw -106423.940459 + Penalty 2288.458791 = -104135.481668
  nChanged 62
		SP:Iteration 4F (96664.120000 sec): 3 clusters
  Score: Raw -106524.390225 + Penalty 2288.458791 = -104235.931434
  nChanged 43
		SP:Iteration 5Q (96664.280000 sec): 3 clusters
  Score: Raw -106610.688671 + Penalty 2288.458791 = -104322.229880
  nChanged 23
		SP:Iteration 6Q (96664.480000 sec): 3 clusters
  Score: Raw -106649.813285 + Penalty 2288.458791 = -104361.354494
  nChanged 16
		SP:Iteration 7Q (96664.660000 sec): 3 clusters
  Score: Raw -106667.691226 + Penalty 2288.458791 = -104379.232435
  nChanged 11
		SP:Iteration 8Q (96664.820000 sec): 3 clusters
  Score: Raw -106676.809853 + Penalty 2288.458791 = -104388.351063
  nChanged 8
		SP:Iteration 9Q (96665.020000 sec): 3 clusters
  Score: Raw -106689.777265 + Penalty 2288.458791 = -104401.318474
  nChanged 5
		SP:Iteration 10Q (96665.200000 sec): 3 clusters
  Score: Raw -106693.623824 + Penalty 2288.458791 = -104405.165033
  nChanged 4
		SP:Iteration 11Q (96665.350000 sec): 3 clusters
  Score: Raw -106700.467578 + Penalty 2288.458791 = -104412.008787
  nChanged 5
		SP:Iteration 12Q (96665.560000 sec): 3 clusters
  Score: Raw -106705.261856 + Penalty 2288.458791 = -104416.803065
  nChanged 6
		SP:Iteration 13Q (96665.750000 sec): 3 clusters
  Score: Raw -106712.347678 + Penalty 2288.458791 = -104423.888888
  nChanged 8
		SP:Iteration 14Q (96665.930000 sec): 3 clusters
  Score: Raw -106719.227454 + Penalty 2288.458791 = -104430.768663
  nChanged 2
		SP:Iteration 15Q (96666.100000 sec): 3 clusters
  Score: Raw -106720.697858 + Penalty 2288.458791 = -104432.239068
  nChanged 0
		SP:Iteration 16F (96666.270000 sec): 3 clusters
  Score: Raw -106720.697858 + Penalty 2288.458791 = -104432.239068
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96666.500000 sec): 2 clusters
  Score: Raw -2335410.319446 + Penalty 1627.631044 = -2333782.688402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96666.770000 sec): 3 clusters
  Score: Raw -2321830.809090 + Penalty 3255.262089 = -2318575.547001
  nChanged 10129
		SP:Iteration 1F (96667.120000 sec): 3 clusters
  Score: Raw -2327718.847838 + Penalty 3255.262089 = -2324463.585750
  nChanged 1262
		SP:Iteration 2F (96667.340000 sec): 3 clusters
  Score: Raw -2328288.694585 + Penalty 3255.262089 = -2325033.432497
  nChanged 1241
		SP:Iteration 3F (96667.640000 sec): 3 clusters
  Score: Raw -2328894.091787 + Penalty 3255.262089 = -2325638.829698
  nChanged 1257
		SP:Iteration 4F (96668.000000 sec): 3 clusters
  Score: Raw -2329568.255273 + Penalty 3255.262089 = -2326312.993185
  nChanged 1293
		SP:Iteration 5F (96668.280000 sec): 3 clusters
  Score: Raw -2330326.802133 + Penalty 3255.262089 = -2327071.540044
  nChanged 1281
		SP:Iteration 6F (96668.600000 sec): 3 clusters
  Score: Raw -2331027.822449 + Penalty 3255.262089 = -2327772.560360
  nChanged 1124
		SP:Iteration 7F (96668.840000 sec): 3 clusters
  Score: Raw -2331594.938022 + Penalty 3255.262089 = -2328339.675933
  nChanged 992
		SP:Iteration 8Q (96669.160000 sec): 3 clusters
  Score: Raw -2332007.370892 + Penalty 3255.262089 = -2328752.108803
  nChanged 765
		SP:Iteration 9Q (96669.430000 sec): 3 clusters
  Score: Raw -2332259.325999 + Penalty 3255.262089 = -2329004.063910
  nChanged 555
		SP:Iteration 10Q (96669.750000 sec): 3 clusters
  Score: Raw -2332424.498737 + Penalty 3255.262089 = -2329169.236649
  nChanged 481
		SP:Iteration 11Q (96670.120000 sec): 3 clusters
  Score: Raw -2332552.960088 + Penalty 3255.262089 = -2329297.697999
  nChanged 399
		SP:Iteration 12Q (96670.410000 sec): 3 clusters
  Score: Raw -2332645.840507 + Penalty 3255.262089 = -2329390.578419
  nChanged 328
		SP:Iteration 13Q (96670.710000 sec): 3 clusters
  Score: Raw -2332727.526542 + Penalty 3255.262089 = -2329472.264453
  nChanged 325
		SP:Iteration 14Q (96671.060000 sec): 3 clusters
  Score: Raw -2332809.161640 + Penalty 3255.262089 = -2329553.899551
  nChanged 290
		SP:Iteration 15Q (96671.390000 sec): 3 clusters
  Score: Raw -2332875.122937 + Penalty 3255.262089 = -2329619.860848
  nChanged 269
		SP:Iteration 16Q (96671.670000 sec): 3 clusters
  Score: Raw -2332937.326447 + Penalty 3255.262089 = -2329682.064358
  nChanged 283
		SP:Iteration 17Q (96672.030000 sec): 3 clusters
  Score: Raw -2333008.798874 + Penalty 3255.262089 = -2329753.536785
  nChanged 269
		SP:Iteration 18Q (96672.300000 sec): 3 clusters
  Score: Raw -2333075.454023 + Penalty 3255.262089 = -2329820.191934
  nChanged 271
		SP:Iteration 19Q (96672.600000 sec): 3 clusters
  Score: Raw -2333134.597605 + Penalty 3255.262089 = -2329879.335516
  nChanged 254
		SP:Iteration 20F (96672.920000 sec): 3 clusters
  Score: Raw -2333185.539220 + Penalty 3255.262089 = -2329930.277131
  nChanged 223
		SP:Iteration 21Q (96673.210000 sec): 3 clusters
  Score: Raw -2333226.944500 + Penalty 3255.262089 = -2329971.682412
  nChanged 202
		SP:Iteration 22Q (96673.500000 sec): 3 clusters
  Score: Raw -2333263.631070 + Penalty 3255.262089 = -2330008.368981
  nChanged 181
		SP:Iteration 23Q (96673.780000 sec): 3 clusters
  Score: Raw -2333296.375069 + Penalty 3255.262089 = -2330041.112980
  nChanged 172
		SP:Iteration 24Q (96674.070000 sec): 3 clusters
  Score: Raw -2333325.370817 + Penalty 3255.262089 = -2330070.108728
  nChanged 143
		SP:Iteration 25Q (96674.380000 sec): 3 clusters
  Score: Raw -2333347.885573 + Penalty 3255.262089 = -2330092.623484
  nChanged 126
		SP:Iteration 26Q (96674.720000 sec): 3 clusters
  Score: Raw -2333370.193098 + Penalty 3255.262089 = -2330114.931009
  nChanged 127
		SP:Iteration 27Q (96674.940000 sec): 3 clusters
  Score: Raw -2333386.224884 + Penalty 3255.262089 = -2330130.962795
  nChanged 109
		SP:Iteration 28Q (96675.260000 sec): 3 clusters
  Score: Raw -2333403.599710 + Penalty 3255.262089 = -2330148.337622
  nChanged 129
		SP:Iteration 29Q (96675.570000 sec): 3 clusters
  Score: Raw -2333428.031971 + Penalty 3255.262089 = -2330172.769883
  nChanged 131
		SP:Iteration 30Q (96675.850000 sec): 3 clusters
  Score: Raw -2333448.165812 + Penalty 3255.262089 = -2330192.903723
  nChanged 120
		SP:Iteration 31Q (96676.080000 sec): 3 clusters
  Score: Raw -2333469.806747 + Penalty 3255.262089 = -2330214.544658
  nChanged 123
		SP:Iteration 32Q (96676.340000 sec): 3 clusters
  Score: Raw -2333493.771385 + Penalty 3255.262089 = -2330238.509296
  nChanged 151
		SP:Iteration 33Q (96676.590000 sec): 3 clusters
  Score: Raw -2333519.083858 + Penalty 3255.262089 = -2330263.821769
  nChanged 109
		SP:Iteration 34Q (96676.850000 sec): 3 clusters
  Score: Raw -2333534.706192 + Penalty 3255.262089 = -2330279.444104
  nChanged 101
		SP:Iteration 35Q (96677.140000 sec): 3 clusters
  Score: Raw -2333547.282158 + Penalty 3255.262089 = -2330292.020070
  nChanged 92
		SP:Iteration 36Q (96677.440000 sec): 3 clusters
  Score: Raw -2333558.245212 + Penalty 3255.262089 = -2330302.983123
  nChanged 88
		SP:Iteration 37Q (96677.670000 sec): 3 clusters
  Score: Raw -2333570.093897 + Penalty 3255.262089 = -2330314.831809
  nChanged 83
		SP:Iteration 38Q (96678.010000 sec): 3 clusters
  Score: Raw -2333581.250525 + Penalty 3255.262089 = -2330325.988436
  nChanged 79
		SP:Iteration 39Q (96678.330000 sec): 3 clusters
  Score: Raw -2333591.029725 + Penalty 3255.262089 = -2330335.767636
  nChanged 73
		SP:Iteration 40F (96678.570000 sec): 3 clusters
  Score: Raw -2333600.969129 + Penalty 3255.262089 = -2330345.707040
  nChanged 85
		SP:Iteration 41Q (96678.930000 sec): 3 clusters
  Score: Raw -2333613.095588 + Penalty 3255.262089 = -2330357.833499
  nChanged 87
		SP:Iteration 42Q (96679.250000 sec): 3 clusters
  Score: Raw -2333623.941858 + Penalty 3255.262089 = -2330368.679769
  nChanged 79
		SP:Iteration 43Q (96679.610000 sec): 3 clusters
  Score: Raw -2333632.542605 + Penalty 3255.262089 = -2330377.280516
  nChanged 72
		SP:Iteration 44Q (96679.890000 sec): 3 clusters
  Score: Raw -2333642.783468 + Penalty 3255.262089 = -2330387.521379
  nChanged 81
		SP:Iteration 45Q (96680.230000 sec): 3 clusters
  Score: Raw -2333653.481041 + Penalty 3255.262089 = -2330398.218952
  nChanged 78
		SP:Iteration 46Q (96680.520000 sec): 3 clusters
  Score: Raw -2333665.691238 + Penalty 3255.262089 = -2330410.429149
  nChanged 74
		SP:Iteration 47Q (96680.790000 sec): 3 clusters
  Score: Raw -2333680.407169 + Penalty 3255.262089 = -2330425.145080
  nChanged 97
		SP:Iteration 48Q (96681.110000 sec): 3 clusters
  Score: Raw -2333695.784836 + Penalty 3255.262089 = -2330440.522747
  nChanged 103
		SP:Iteration 49Q (96681.430000 sec): 3 clusters
  Score: Raw -2333713.099575 + Penalty 3255.262089 = -2330457.837486
  nChanged 106
		SP:Iteration 50Q (96681.730000 sec): 3 clusters
  Score: Raw -2333730.855583 + Penalty 3255.262089 = -2330475.593494
  nChanged 104
		SP:Iteration 51Q (96682.050000 sec): 3 clusters
  Score: Raw -2333751.478988 + Penalty 3255.262089 = -2330496.216900
  nChanged 111
		SP:Iteration 52Q (96682.420000 sec): 3 clusters
  Score: Raw -2333773.036086 + Penalty 3255.262089 = -2330517.773997
  nChanged 132
		SP:Iteration 53Q (96682.670000 sec): 3 clusters
  Score: Raw -2333797.171138 + Penalty 3255.262089 = -2330541.909049
  nChanged 131
		SP:Iteration 54Q (96683.010000 sec): 3 clusters
  Score: Raw -2333822.645272 + Penalty 3255.262089 = -2330567.383183
  nChanged 132
		SP:Iteration 55Q (96683.290000 sec): 3 clusters
  Score: Raw -2333855.030435 + Penalty 3255.262089 = -2330599.768346
  nChanged 156
		SP:Iteration 56Q (96683.550000 sec): 3 clusters
  Score: Raw -2333897.946499 + Penalty 3255.262089 = -2330642.684410
  nChanged 177
		SP:Iteration 57Q (96683.850000 sec): 3 clusters
  Score: Raw -2333948.842874 + Penalty 3255.262089 = -2330693.580785
  nChanged 198
		SP:Iteration 58Q (96684.150000 sec): 3 clusters
  Score: Raw -2334008.471124 + Penalty 3255.262089 = -2330753.209035
  nChanged 215
		SP:Iteration 59Q (96684.460000 sec): 3 clusters
  Score: Raw -2334074.024140 + Penalty 3255.262089 = -2330818.762051
  nChanged 187
		SP:Iteration 60F (96684.770000 sec): 3 clusters
  Score: Raw -2334128.023912 + Penalty 3255.262089 = -2330872.761823
  nChanged 174
		SP:Iteration 61Q (96685.080000 sec): 3 clusters
  Score: Raw -2334187.197125 + Penalty 3255.262089 = -2330931.935036
  nChanged 183
		SP:Iteration 62Q (96685.320000 sec): 3 clusters
  Score: Raw -2334251.881419 + Penalty 3255.262089 = -2330996.619330
  nChanged 191
		SP:Iteration 63Q (96685.710000 sec): 3 clusters
  Score: Raw -2334318.012216 + Penalty 3255.262089 = -2331062.750127
  nChanged 191
		SP:Iteration 64Q (96685.990000 sec): 3 clusters
  Score: Raw -2334381.554632 + Penalty 3255.262089 = -2331126.292543
  nChanged 185
		SP:Iteration 65Q (96686.310000 sec): 3 clusters
  Score: Raw -2334438.210376 + Penalty 3255.262089 = -2331182.948287
  nChanged 178
		SP:Iteration 66Q (96686.610000 sec): 3 clusters
  Score: Raw -2334495.453063 + Penalty 3255.262089 = -2331240.190974
  nChanged 181
		SP:Iteration 67Q (96686.890000 sec): 3 clusters
  Score: Raw -2334551.990163 + Penalty 3255.262089 = -2331296.728074
  nChanged 172
		SP:Iteration 68Q (96687.190000 sec): 3 clusters
  Score: Raw -2334601.078225 + Penalty 3255.262089 = -2331345.816136
  nChanged 150
		SP:Iteration 69Q (96687.450000 sec): 3 clusters
  Score: Raw -2334634.149275 + Penalty 3255.262089 = -2331378.887186
  nChanged 150
		SP:Iteration 70Q (96687.740000 sec): 3 clusters
  Score: Raw -2334664.682301 + Penalty 3255.262089 = -2331409.420212
  nChanged 135
		SP:Iteration 71Q (96688.040000 sec): 3 clusters
  Score: Raw -2334693.959247 + Penalty 3255.262089 = -2331438.697158
  nChanged 144
		SP:Iteration 72Q (96688.350000 sec): 3 clusters
  Score: Raw -2334725.825348 + Penalty 3255.262089 = -2331470.563259
  nChanged 116
		SP:Iteration 73Q (96688.640000 sec): 3 clusters
  Score: Raw -2334748.905215 + Penalty 3255.262089 = -2331493.643127
  nChanged 119
		SP:Iteration 74Q (96688.940000 sec): 3 clusters
  Score: Raw -2334772.651611 + Penalty 3255.262089 = -2331517.389522
  nChanged 100
		SP:Iteration 75Q (96689.220000 sec): 3 clusters
  Score: Raw -2334793.545050 + Penalty 3255.262089 = -2331538.282961
  nChanged 127
		SP:Iteration 76Q (96689.540000 sec): 3 clusters
  Score: Raw -2334823.642843 + Penalty 3255.262089 = -2331568.380754
  nChanged 132
		SP:Iteration 77Q (96689.830000 sec): 3 clusters
  Score: Raw -2334856.432132 + Penalty 3255.262089 = -2331601.170043
  nChanged 155
		SP:Iteration 78Q (96690.080000 sec): 3 clusters
  Score: Raw -2334895.988931 + Penalty 3255.262089 = -2331640.726843
  nChanged 161
		SP:Iteration 79Q (96690.360000 sec): 3 clusters
  Score: Raw -2334936.464046 + Penalty 3255.262089 = -2331681.201957
  nChanged 164
		SP:Iteration 80F (96690.690000 sec): 3 clusters
  Score: Raw -2334981.712919 + Penalty 3255.262089 = -2331726.450830
  nChanged 166
		SP:Iteration 81Q (96690.990000 sec): 3 clusters
  Score: Raw -2335033.763027 + Penalty 3255.262089 = -2331778.500938
  nChanged 190
		SP:Iteration 82Q (96691.290000 sec): 3 clusters
  Score: Raw -2335099.309005 + Penalty 3255.262089 = -2331844.046916
  nChanged 189
		SP:Iteration 83Q (96691.640000 sec): 3 clusters
  Score: Raw -2335168.092042 + Penalty 3255.262089 = -2331912.829954
  nChanged 183
		SP:Iteration 84Q (96691.950000 sec): 3 clusters
  Score: Raw -2335233.965219 + Penalty 3255.262089 = -2331978.703130
  nChanged 182
		SP:Iteration 85Q (96692.250000 sec): 3 clusters
  Score: Raw -2335296.592545 + Penalty 3255.262089 = -2332041.330456
  nChanged 156
		SP:Iteration 86Q (96692.540000 sec): 3 clusters
  Score: Raw -2335348.166433 + Penalty 3255.262089 = -2332092.904344
  nChanged 140
		SP:Iteration 87Q (96692.850000 sec): 3 clusters
  Score: Raw -2335393.376052 + Penalty 3255.262089 = -2332138.113963
  nChanged 118
		SP:Iteration 88Q (96693.090000 sec): 3 clusters
  Score: Raw -2335431.158925 + Penalty 3255.262089 = -2332175.896836
  nChanged 102
		SP:Iteration 89Q (96693.360000 sec): 3 clusters
  Score: Raw -2335464.256536 + Penalty 3255.262089 = -2332208.994447
  nChanged 112
		SP:Iteration 90Q (96693.670000 sec): 3 clusters
  Score: Raw -2335500.550499 + Penalty 3255.262089 = -2332245.288410
  nChanged 106
		SP:Iteration 91Q (96693.940000 sec): 3 clusters
  Score: Raw -2335539.284357 + Penalty 3255.262089 = -2332284.022268
  nChanged 106
		SP:Iteration 92Q (96694.260000 sec): 3 clusters
  Score: Raw -2335581.171703 + Penalty 3255.262089 = -2332325.909614
  nChanged 83
		SP:Iteration 93Q (96694.580000 sec): 3 clusters
  Score: Raw -2335614.383479 + Penalty 3255.262089 = -2332359.121390
  nChanged 67
		SP:Iteration 94Q (96694.870000 sec): 3 clusters
  Score: Raw -2335641.105812 + Penalty 3255.262089 = -2332385.843723
  nChanged 53
		SP:Iteration 95Q (96695.240000 sec): 3 clusters
  Score: Raw -2335660.885634 + Penalty 3255.262089 = -2332405.623545
  nChanged 44
		SP:Iteration 96Q (96695.470000 sec): 3 clusters
  Score: Raw -2335674.686265 + Penalty 3255.262089 = -2332419.424176
  nChanged 35
		SP:Iteration 97Q (96695.830000 sec): 3 clusters
  Score: Raw -2335685.884916 + Penalty 3255.262089 = -2332430.622827
  nChanged 28
		SP:Iteration 98Q (96696.100000 sec): 3 clusters
  Score: Raw -2335692.795148 + Penalty 3255.262089 = -2332437.533060
  nChanged 21
		SP:Iteration 99Q (96696.400000 sec): 3 clusters
  Score: Raw -2335698.272472 + Penalty 3255.262089 = -2332443.010383
  nChanged 21
		SP:Iteration 100F (96696.680000 sec): 3 clusters
  Score: Raw -2335704.375778 + Penalty 3255.262089 = -2332449.113689
  nChanged 18
		SP:Iteration 101Q (96696.960000 sec): 3 clusters
  Score: Raw -2335708.460827 + Penalty 3255.262089 = -2332453.198738
  nChanged 14
		SP:Iteration 102Q (96697.230000 sec): 3 clusters
  Score: Raw -2335713.431825 + Penalty 3255.262089 = -2332458.169736
  nChanged 17
		SP:Iteration 103Q (96697.530000 sec): 3 clusters
  Score: Raw -2335720.645800 + Penalty 3255.262089 = -2332465.383711
  nChanged 18
		SP:Iteration 104Q (96697.790000 sec): 3 clusters
  Score: Raw -2335728.630389 + Penalty 3255.262089 = -2332473.368300
  nChanged 19
		SP:Iteration 105Q (96698.110000 sec): 3 clusters
  Score: Raw -2335736.244462 + Penalty 3255.262089 = -2332480.982373
  nChanged 16
		SP:Iteration 106Q (96698.350000 sec): 3 clusters
  Score: Raw -2335741.958809 + Penalty 3255.262089 = -2332486.696720
  nChanged 11
		SP:Iteration 107Q (96698.620000 sec): 3 clusters
  Score: Raw -2335746.262707 + Penalty 3255.262089 = -2332491.000618
  nChanged 10
		SP:Iteration 108Q (96698.890000 sec): 3 clusters
  Score: Raw -2335749.024091 + Penalty 3255.262089 = -2332493.762002
  nChanged 7
		SP:Iteration 109Q (96699.170000 sec): 3 clusters
  Score: Raw -2335752.963557 + Penalty 3255.262089 = -2332497.701468
  nChanged 8
		SP:Iteration 110Q (96699.470000 sec): 3 clusters
  Score: Raw -2335755.614357 + Penalty 3255.262089 = -2332500.352268
  nChanged 9
		SP:Iteration 111Q (96699.730000 sec): 3 clusters
  Score: Raw -2335758.548396 + Penalty 3255.262089 = -2332503.286307
  nChanged 8
		SP:Iteration 112Q (96700.020000 sec): 3 clusters
  Score: Raw -2335760.393830 + Penalty 3255.262089 = -2332505.131741
  nChanged 5
		SP:Iteration 113Q (96700.270000 sec): 3 clusters
  Score: Raw -2335763.102373 + Penalty 3255.262089 = -2332507.840284
  nChanged 9
		SP:Iteration 114Q (96700.540000 sec): 3 clusters
  Score: Raw -2335766.276526 + Penalty 3255.262089 = -2332511.014437
  nChanged 4
		SP:Iteration 115Q (96700.830000 sec): 3 clusters
  Score: Raw -2335768.018544 + Penalty 3255.262089 = -2332512.756456
  nChanged 5
		SP:Iteration 116Q (96701.150000 sec): 3 clusters
  Score: Raw -2335769.932173 + Penalty 3255.262089 = -2332514.670084
  nChanged 4
		SP:Iteration 117Q (96701.450000 sec): 3 clusters
  Score: Raw -2335770.777207 + Penalty 3255.262089 = -2332515.515118
  nChanged 1
		SP:Iteration 118Q (96701.730000 sec): 3 clusters
  Score: Raw -2335770.934109 + Penalty 3255.262089 = -2332515.672021
  nChanged 0
		SP:Iteration 119F (96702.000000 sec): 3 clusters
  Score: Raw -2335770.934109 + Penalty 3255.262089 = -2332515.672021
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96702.170000 sec): 2 clusters
  Score: Raw -21506.697748 + Penalty 888.559773 = -20618.137975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96702.310000 sec): 3 clusters
  Score: Raw -21601.261251 + Penalty 1777.119546 = -19824.141705
  nChanged 29
		SP:Iteration 1F (96702.490000 sec): 3 clusters
  Score: Raw -21686.753925 + Penalty 1777.119546 = -19909.634379
  nChanged 9
		SP:Iteration 2Q (96702.660000 sec): 3 clusters
  Score: Raw -21732.212013 + Penalty 1777.119546 = -19955.092467
  nChanged 4
		SP:Iteration 3Q (96702.840000 sec): 3 clusters
  Score: Raw -21741.152763 + Penalty 1777.119546 = -19964.033218
  nChanged 1
		SP:Iteration 4Q (96702.980000 sec): 3 clusters
  Score: Raw -21742.080469 + Penalty 1777.119546 = -19964.960923
  nChanged 0
		SP:Iteration 5F (96703.160000 sec): 3 clusters
  Score: Raw -21742.080469 + Penalty 1777.119546 = -19964.960923
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96703.420000 sec): 2 clusters
  Score: Raw -3871601.914033 + Penalty 1699.770717 = -3869902.143316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96703.750000 sec): 3 clusters
  Score: Raw -3849843.247023 + Penalty 3399.541434 = -3846443.705589
  nChanged 16149
		SP:Iteration 1F (96704.100000 sec): 3 clusters
  Score: Raw -3858857.729996 + Penalty 3399.541434 = -3855458.188562
  nChanged 1441
		SP:Iteration 2Q (96704.520000 sec): 3 clusters
  Score: Raw -3859294.443301 + Penalty 3399.541434 = -3855894.901867
  nChanged 1449
		SP:Iteration 3Q (96704.920000 sec): 3 clusters
  Score: Raw -3859835.732296 + Penalty 3399.541434 = -3856436.190862
  nChanged 1605
		SP:Iteration 4Q (96705.270000 sec): 3 clusters
  Score: Raw -3860558.443919 + Penalty 3399.541434 = -3857158.902485
  nChanged 1857
		SP:Iteration 5F (96705.600000 sec): 3 clusters
  Score: Raw -3861612.028719 + Penalty 3399.541434 = -3858212.487285
  nChanged 2151
		SP:Iteration 6F (96705.960000 sec): 3 clusters
  Score: Raw -3863112.499316 + Penalty 3399.541434 = -3859712.957883
  nChanged 2307
		SP:Iteration 7F (96706.340000 sec): 3 clusters
  Score: Raw -3864982.358070 + Penalty 3399.541434 = -3861582.816636
  nChanged 2286
		SP:Iteration 8F (96706.710000 sec): 3 clusters
  Score: Raw -3866960.174531 + Penalty 3399.541434 = -3863560.633097
  nChanged 1874
		SP:Iteration 9F (96707.110000 sec): 3 clusters
  Score: Raw -3868594.840271 + Penalty 3399.541434 = -3865195.298837
  nChanged 1394
		SP:Iteration 10Q (96707.450000 sec): 3 clusters
  Score: Raw -3869827.970094 + Penalty 3399.541434 = -3866428.428660
  nChanged 948
		SP:Iteration 11Q (96707.800000 sec): 3 clusters
  Score: Raw -3870656.806638 + Penalty 3399.541434 = -3867257.265204
  nChanged 571
		SP:Iteration 12Q (96708.170000 sec): 3 clusters
  Score: Raw -3871114.871199 + Penalty 3399.541434 = -3867715.329766
  nChanged 325
		SP:Iteration 13Q (96708.480000 sec): 3 clusters
  Score: Raw -3871370.713787 + Penalty 3399.541434 = -3867971.172353
  nChanged 192
		SP:Iteration 14Q (96708.770000 sec): 3 clusters
  Score: Raw -3871520.215259 + Penalty 3399.541434 = -3868120.673825
  nChanged 106
		SP:Iteration 15Q (96709.110000 sec): 3 clusters
  Score: Raw -3871610.867140 + Penalty 3399.541434 = -3868211.325706
  nChanged 58
		SP:Iteration 16Q (96709.440000 sec): 3 clusters
  Score: Raw -3871656.901058 + Penalty 3399.541434 = -3868257.359624
  nChanged 40
		SP:Iteration 17Q (96709.780000 sec): 3 clusters
  Score: Raw -3871693.206947 + Penalty 3399.541434 = -3868293.665513
  nChanged 29
		SP:Iteration 18Q (96710.080000 sec): 3 clusters
  Score: Raw -3871721.801107 + Penalty 3399.541434 = -3868322.259673
  nChanged 15
		SP:Iteration 19Q (96710.410000 sec): 3 clusters
  Score: Raw -3871736.878972 + Penalty 3399.541434 = -3868337.337538
  nChanged 16
		SP:Iteration 20F (96710.750000 sec): 3 clusters
  Score: Raw -3871759.282820 + Penalty 3399.541434 = -3868359.741387
  nChanged 11
		SP:Iteration 21Q (96711.090000 sec): 3 clusters
  Score: Raw -3871771.511797 + Penalty 3399.541434 = -3868371.970363
  nChanged 10
		SP:Iteration 22Q (96711.450000 sec): 3 clusters
  Score: Raw -3871781.553344 + Penalty 3399.541434 = -3868382.011910
  nChanged 10
		SP:Iteration 23Q (96711.750000 sec): 3 clusters
  Score: Raw -3871790.459390 + Penalty 3399.541434 = -3868390.917956
  nChanged 5
		SP:Iteration 24Q (96712.060000 sec): 3 clusters
  Score: Raw -3871794.848157 + Penalty 3399.541434 = -3868395.306723
  nChanged 7
		SP:Iteration 25Q (96712.390000 sec): 3 clusters
  Score: Raw -3871800.364388 + Penalty 3399.541434 = -3868400.822954
  nChanged 4
		SP:Iteration 26Q (96712.720000 sec): 3 clusters
  Score: Raw -3871802.926213 + Penalty 3399.541434 = -3868403.384779
  nChanged 1
		SP:Iteration 27Q (96713.090000 sec): 3 clusters
  Score: Raw -3871803.603403 + Penalty 3399.541434 = -3868404.061970
  nChanged 2
		SP:Iteration 28Q (96713.380000 sec): 3 clusters
  Score: Raw -3871805.513285 + Penalty 3399.541434 = -3868405.971851
  nChanged 2
		SP:Iteration 29Q (96713.670000 sec): 3 clusters
  Score: Raw -3871807.512372 + Penalty 3399.541434 = -3868407.970939
  nChanged 3
		SP:Iteration 30Q (96714.010000 sec): 3 clusters
  Score: Raw -3871810.114354 + Penalty 3399.541434 = -3868410.572920
  nChanged 1
		SP:Iteration 31Q (96714.320000 sec): 3 clusters
  Score: Raw -3871810.923852 + Penalty 3399.541434 = -3868411.382418
  nChanged 0
		SP:Iteration 32F (96714.650000 sec): 3 clusters
  Score: Raw -3871810.923852 + Penalty 3399.541434 = -3868411.382418
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96714.790000 sec): 2 clusters
  Score: Raw -1055773.316178 + Penalty 1512.035206 = -1054261.280973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96715.030000 sec): 3 clusters
  Score: Raw -1049477.189769 + Penalty 3024.070411 = -1046453.119357
  nChanged 4762
		SP:Iteration 1F (96715.260000 sec): 3 clusters
  Score: Raw -1052343.609700 + Penalty 3024.070411 = -1049319.539289
  nChanged 816
		SP:Iteration 2F (96715.550000 sec): 3 clusters
  Score: Raw -1052816.984387 + Penalty 3024.070411 = -1049792.913976
  nChanged 721
		SP:Iteration 3F (96715.740000 sec): 3 clusters
  Score: Raw -1053234.082302 + Penalty 3024.070411 = -1050210.011891
  nChanged 689
		SP:Iteration 4F (96715.980000 sec): 3 clusters
  Score: Raw -1053646.633286 + Penalty 3024.070411 = -1050622.562874
  nChanged 650
		SP:Iteration 5F (96716.240000 sec): 3 clusters
  Score: Raw -1054056.918229 + Penalty 3024.070411 = -1051032.847817
  nChanged 607
		SP:Iteration 6F (96716.490000 sec): 3 clusters
  Score: Raw -1054483.465537 + Penalty 3024.070411 = -1051459.395125
  nChanged 586
		SP:Iteration 7F (96716.710000 sec): 3 clusters
  Score: Raw -1054948.794009 + Penalty 3024.070411 = -1051924.723597
  nChanged 546
		SP:Iteration 8Q (96716.960000 sec): 3 clusters
  Score: Raw -1055439.954866 + Penalty 3024.070411 = -1052415.884455
  nChanged 419
		SP:Iteration 9Q (96717.260000 sec): 3 clusters
  Score: Raw -1055819.626874 + Penalty 3024.070411 = -1052795.556463
  nChanged 337
		SP:Iteration 10Q (96717.510000 sec): 3 clusters
  Score: Raw -1056071.916058 + Penalty 3024.070411 = -1053047.845647
  nChanged 226
		SP:Iteration 11Q (96717.760000 sec): 3 clusters
  Score: Raw -1056219.142592 + Penalty 3024.070411 = -1053195.072180
  nChanged 181
		SP:Iteration 12Q (96718.020000 sec): 3 clusters
  Score: Raw -1056345.108814 + Penalty 3024.070411 = -1053321.038403
  nChanged 131
		SP:Iteration 13Q (96718.300000 sec): 3 clusters
  Score: Raw -1056416.155008 + Penalty 3024.070411 = -1053392.084597
  nChanged 87
		SP:Iteration 14Q (96718.550000 sec): 3 clusters
  Score: Raw -1056450.536369 + Penalty 3024.070411 = -1053426.465958
  nChanged 70
		SP:Iteration 15Q (96718.840000 sec): 3 clusters
  Score: Raw -1056475.985539 + Penalty 3024.070411 = -1053451.915127
  nChanged 57
		SP:Iteration 16Q (96719.070000 sec): 3 clusters
  Score: Raw -1056495.950881 + Penalty 3024.070411 = -1053471.880470
  nChanged 46
		SP:Iteration 17Q (96719.280000 sec): 3 clusters
  Score: Raw -1056513.515112 + Penalty 3024.070411 = -1053489.444701
  nChanged 45
		SP:Iteration 18Q (96719.590000 sec): 3 clusters
  Score: Raw -1056528.850837 + Penalty 3024.070411 = -1053504.780426
  nChanged 42
		SP:Iteration 19Q (96719.780000 sec): 3 clusters
  Score: Raw -1056541.029425 + Penalty 3024.070411 = -1053516.959014
  nChanged 30
		SP:Iteration 20F (96720.020000 sec): 3 clusters
  Score: Raw -1056550.743975 + Penalty 3024.070411 = -1053526.673564
  nChanged 23
		SP:Iteration 21Q (96720.300000 sec): 3 clusters
  Score: Raw -1056559.400180 + Penalty 3024.070411 = -1053535.329769
  nChanged 20
		SP:Iteration 22Q (96720.520000 sec): 3 clusters
  Score: Raw -1056567.590353 + Penalty 3024.070411 = -1053543.519942
  nChanged 17
		SP:Iteration 23Q (96720.780000 sec): 3 clusters
  Score: Raw -1056572.240514 + Penalty 3024.070411 = -1053548.170103
  nChanged 20
		SP:Iteration 24Q (96721.010000 sec): 3 clusters
  Score: Raw -1056576.729156 + Penalty 3024.070411 = -1053552.658745
  nChanged 17
		SP:Iteration 25Q (96721.240000 sec): 3 clusters
  Score: Raw -1056579.809050 + Penalty 3024.070411 = -1053555.738639
  nChanged 8
		SP:Iteration 26Q (96721.470000 sec): 3 clusters
  Score: Raw -1056583.138712 + Penalty 3024.070411 = -1053559.068300
  nChanged 6
		SP:Iteration 27Q (96721.690000 sec): 3 clusters
  Score: Raw -1056585.133056 + Penalty 3024.070411 = -1053561.062644
  nChanged 9
		SP:Iteration 28Q (96721.960000 sec): 3 clusters
  Score: Raw -1056586.961341 + Penalty 3024.070411 = -1053562.890929
  nChanged 9
		SP:Iteration 29Q (96722.210000 sec): 3 clusters
  Score: Raw -1056589.721943 + Penalty 3024.070411 = -1053565.651531
  nChanged 10
		SP:Iteration 30Q (96722.480000 sec): 3 clusters
  Score: Raw -1056591.859271 + Penalty 3024.070411 = -1053567.788860
  nChanged 9
		SP:Iteration 31Q (96722.710000 sec): 3 clusters
  Score: Raw -1056594.408239 + Penalty 3024.070411 = -1053570.337828
  nChanged 7
		SP:Iteration 32Q (96722.940000 sec): 3 clusters
  Score: Raw -1056596.711573 + Penalty 3024.070411 = -1053572.641162
  nChanged 3
		SP:Iteration 33Q (96723.210000 sec): 3 clusters
  Score: Raw -1056598.214264 + Penalty 3024.070411 = -1053574.143852
  nChanged 6
		SP:Iteration 34Q (96723.430000 sec): 3 clusters
  Score: Raw -1056600.247281 + Penalty 3024.070411 = -1053576.176869
  nChanged 4
		SP:Iteration 35Q (96723.640000 sec): 3 clusters
  Score: Raw -1056601.111530 + Penalty 3024.070411 = -1053577.041119
  nChanged 9
		SP:Iteration 36Q (96723.860000 sec): 3 clusters
  Score: Raw -1056602.376342 + Penalty 3024.070411 = -1053578.305930
  nChanged 3
		SP:Iteration 37Q (96724.180000 sec): 3 clusters
  Score: Raw -1056603.919844 + Penalty 3024.070411 = -1053579.849432
  nChanged 2
		SP:Iteration 38Q (96724.400000 sec): 3 clusters
  Score: Raw -1056604.446205 + Penalty 3024.070411 = -1053580.375794
  nChanged 4
		SP:Iteration 39Q (96724.640000 sec): 3 clusters
  Score: Raw -1056606.325047 + Penalty 3024.070411 = -1053582.254636
  nChanged 5
		SP:Iteration 40F (96724.890000 sec): 3 clusters
  Score: Raw -1056607.644071 + Penalty 3024.070411 = -1053583.573659
  nChanged 5
		SP:Iteration 41Q (96725.110000 sec): 3 clusters
  Score: Raw -1056608.713624 + Penalty 3024.070411 = -1053584.643212
  nChanged 3
		SP:Iteration 42Q (96725.430000 sec): 3 clusters
  Score: Raw -1056609.507622 + Penalty 3024.070411 = -1053585.437211
  nChanged 2
		SP:Iteration 43Q (96725.650000 sec): 3 clusters
  Score: Raw -1056609.826117 + Penalty 3024.070411 = -1053585.755705
  nChanged 1
		SP:Iteration 44Q (96725.870000 sec): 3 clusters
  Score: Raw -1056610.077500 + Penalty 3024.070411 = -1053586.007089
  nChanged 2
		SP:Iteration 45Q (96726.130000 sec): 3 clusters
  Score: Raw -1056610.379928 + Penalty 3024.070411 = -1053586.309516
  nChanged 0
		SP:Iteration 46F (96726.430000 sec): 3 clusters
  Score: Raw -1056610.379928 + Penalty 3024.070411 = -1053586.309516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96726.550000 sec): 2 clusters
  Score: Raw -2067039.809982 + Penalty 1609.503495 = -2065430.306487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96726.800000 sec): 3 clusters
  Score: Raw -2055019.889132 + Penalty 3219.006990 = -2051800.882142
  nChanged 9013
		SP:Iteration 1F (96727.120000 sec): 3 clusters
  Score: Raw -2059960.863884 + Penalty 3219.006990 = -2056741.856894
  nChanged 1194
		SP:Iteration 2F (96727.400000 sec): 3 clusters
  Score: Raw -2060527.008465 + Penalty 3219.006990 = -2057308.001475
  nChanged 1276
		SP:Iteration 3F (96727.670000 sec): 3 clusters
  Score: Raw -2061203.570221 + Penalty 3219.006990 = -2057984.563231
  nChanged 1278
		SP:Iteration 4F (96727.960000 sec): 3 clusters
  Score: Raw -2061906.612450 + Penalty 3219.006990 = -2058687.605460
  nChanged 1235
		SP:Iteration 5F (96728.220000 sec): 3 clusters
  Score: Raw -2062590.329965 + Penalty 3219.006990 = -2059371.322975
  nChanged 1156
		SP:Iteration 6F (96728.460000 sec): 3 clusters
  Score: Raw -2063204.733239 + Penalty 3219.006990 = -2059985.726249
  nChanged 988
		SP:Iteration 7Q (96728.740000 sec): 3 clusters
  Score: Raw -2063663.678850 + Penalty 3219.006990 = -2060444.671861
  nChanged 792
		SP:Iteration 8Q (96728.990000 sec): 3 clusters
  Score: Raw -2063989.937217 + Penalty 3219.006990 = -2060770.930227
  nChanged 652
		SP:Iteration 9Q (96729.300000 sec): 3 clusters
  Score: Raw -2064240.044497 + Penalty 3219.006990 = -2061021.037508
  nChanged 553
		SP:Iteration 10Q (96729.590000 sec): 3 clusters
  Score: Raw -2064443.510592 + Penalty 3219.006990 = -2061224.503602
  nChanged 492
		SP:Iteration 11Q (96729.840000 sec): 3 clusters
  Score: Raw -2064651.815924 + Penalty 3219.006990 = -2061432.808934
  nChanged 429
		SP:Iteration 12Q (96730.100000 sec): 3 clusters
  Score: Raw -2064854.157013 + Penalty 3219.006990 = -2061635.150023
  nChanged 452
		SP:Iteration 13Q (96730.300000 sec): 3 clusters
  Score: Raw -2065074.339175 + Penalty 3219.006990 = -2061855.332185
  nChanged 464
		SP:Iteration 14Q (96730.620000 sec): 3 clusters
  Score: Raw -2065309.740110 + Penalty 3219.006990 = -2062090.733120
  nChanged 415
		SP:Iteration 15Q (96730.900000 sec): 3 clusters
  Score: Raw -2065521.782640 + Penalty 3219.006990 = -2062302.775650
  nChanged 437
		SP:Iteration 16Q (96731.140000 sec): 3 clusters
  Score: Raw -2065773.059491 + Penalty 3219.006990 = -2062554.052501
  nChanged 446
		SP:Iteration 17Q (96731.460000 sec): 3 clusters
  Score: Raw -2066097.284202 + Penalty 3219.006990 = -2062878.277212
  nChanged 458
		SP:Iteration 18Q (96731.720000 sec): 3 clusters
  Score: Raw -2066457.748957 + Penalty 3219.006990 = -2063238.741968
  nChanged 412
		SP:Iteration 19Q (96731.980000 sec): 3 clusters
  Score: Raw -2066790.686412 + Penalty 3219.006990 = -2063571.679423
  nChanged 347
		SP:Iteration 20F (96732.220000 sec): 3 clusters
  Score: Raw -2067014.106853 + Penalty 3219.006990 = -2063795.099863
  nChanged 277
		SP:Iteration 21Q (96732.540000 sec): 3 clusters
  Score: Raw -2067170.778438 + Penalty 3219.006990 = -2063951.771448
  nChanged 232
		SP:Iteration 22Q (96732.780000 sec): 3 clusters
  Score: Raw -2067276.561100 + Penalty 3219.006990 = -2064057.554110
  nChanged 179
		SP:Iteration 23Q (96733.040000 sec): 3 clusters
  Score: Raw -2067340.488635 + Penalty 3219.006990 = -2064121.481645
  nChanged 130
		SP:Iteration 24Q (96733.310000 sec): 3 clusters
  Score: Raw -2067384.646803 + Penalty 3219.006990 = -2064165.639813
  nChanged 96
		SP:Iteration 25Q (96733.550000 sec): 3 clusters
  Score: Raw -2067409.668127 + Penalty 3219.006990 = -2064190.661137
  nChanged 59
		SP:Iteration 26Q (96733.790000 sec): 3 clusters
  Score: Raw -2067422.394624 + Penalty 3219.006990 = -2064203.387634
  nChanged 39
		SP:Iteration 27Q (96734.030000 sec): 3 clusters
  Score: Raw -2067429.807197 + Penalty 3219.006990 = -2064210.800207
  nChanged 38
		SP:Iteration 28Q (96734.310000 sec): 3 clusters
  Score: Raw -2067436.562552 + Penalty 3219.006990 = -2064217.555562
  nChanged 39
		SP:Iteration 29Q (96734.520000 sec): 3 clusters
  Score: Raw -2067443.856295 + Penalty 3219.006990 = -2064224.849305
  nChanged 27
		SP:Iteration 30Q (96734.760000 sec): 3 clusters
  Score: Raw -2067448.435439 + Penalty 3219.006990 = -2064229.428449
  nChanged 24
		SP:Iteration 31Q (96735.050000 sec): 3 clusters
  Score: Raw -2067453.197353 + Penalty 3219.006990 = -2064234.190363
  nChanged 22
		SP:Iteration 32Q (96735.270000 sec): 3 clusters
  Score: Raw -2067457.816382 + Penalty 3219.006990 = -2064238.809392
  nChanged 34
		SP:Iteration 33Q (96735.570000 sec): 3 clusters
  Score: Raw -2067464.109069 + Penalty 3219.006990 = -2064245.102079
  nChanged 31
		SP:Iteration 34Q (96735.840000 sec): 3 clusters
  Score: Raw -2067469.048598 + Penalty 3219.006990 = -2064250.041608
  nChanged 26
		SP:Iteration 35Q (96736.090000 sec): 3 clusters
  Score: Raw -2067472.713224 + Penalty 3219.006990 = -2064253.706234
  nChanged 20
		SP:Iteration 36Q (96736.330000 sec): 3 clusters
  Score: Raw -2067475.702142 + Penalty 3219.006990 = -2064256.695152
  nChanged 14
		SP:Iteration 37Q (96736.600000 sec): 3 clusters
  Score: Raw -2067477.344994 + Penalty 3219.006990 = -2064258.338004
  nChanged 10
		SP:Iteration 38Q (96736.870000 sec): 3 clusters
  Score: Raw -2067478.725447 + Penalty 3219.006990 = -2064259.718458
  nChanged 11
		SP:Iteration 39Q (96737.180000 sec): 3 clusters
  Score: Raw -2067480.200835 + Penalty 3219.006990 = -2064261.193845
  nChanged 13
		SP:Iteration 40F (96737.450000 sec): 3 clusters
  Score: Raw -2067481.954494 + Penalty 3219.006990 = -2064262.947504
  nChanged 13
		SP:Iteration 41Q (96737.730000 sec): 3 clusters
  Score: Raw -2067483.734823 + Penalty 3219.006990 = -2064264.727833
  nChanged 11
		SP:Iteration 42Q (96738.020000 sec): 3 clusters
  Score: Raw -2067484.946849 + Penalty 3219.006990 = -2064265.939859
  nChanged 7
		SP:Iteration 43Q (96738.300000 sec): 3 clusters
  Score: Raw -2067485.689559 + Penalty 3219.006990 = -2064266.682569
  nChanged 5
		SP:Iteration 44Q (96738.580000 sec): 3 clusters
  Score: Raw -2067486.151626 + Penalty 3219.006990 = -2064267.144636
  nChanged 3
		SP:Iteration 45Q (96738.910000 sec): 3 clusters
  Score: Raw -2067486.431802 + Penalty 3219.006990 = -2064267.424812
  nChanged 0
		SP:Iteration 46F (96739.200000 sec): 3 clusters
  Score: Raw -2067486.431802 + Penalty 3219.006990 = -2064267.424812
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96739.310000 sec): 2 clusters
  Score: Raw -459232.900226 + Penalty 1365.435468 = -457867.464758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96739.500000 sec): 3 clusters
  Score: Raw -456983.285512 + Penalty 2730.870937 = -454252.414576
  nChanged 1783
		SP:Iteration 1F (96739.690000 sec): 3 clusters
  Score: Raw -457949.452671 + Penalty 2730.870937 = -455218.581735
  nChanged 291
		SP:Iteration 2F (96739.920000 sec): 3 clusters
  Score: Raw -458097.304461 + Penalty 2730.870937 = -455366.433524
  nChanged 226
		SP:Iteration 3F (96740.140000 sec): 3 clusters
  Score: Raw -458227.802151 + Penalty 2730.870937 = -455496.931214
  nChanged 220
		SP:Iteration 4Q (96740.340000 sec): 3 clusters
  Score: Raw -458346.662926 + Penalty 2730.870937 = -455615.791989
  nChanged 187
		SP:Iteration 5Q (96740.540000 sec): 3 clusters
  Score: Raw -458448.786152 + Penalty 2730.870937 = -455717.915215
  nChanged 181
		SP:Iteration 6Q (96740.770000 sec): 3 clusters
  Score: Raw -458552.320979 + Penalty 2730.870937 = -455821.450042
  nChanged 156
		SP:Iteration 7Q (96740.960000 sec): 3 clusters
  Score: Raw -458635.529720 + Penalty 2730.870937 = -455904.658783
  nChanged 145
		SP:Iteration 8Q (96741.180000 sec): 3 clusters
  Score: Raw -458709.239275 + Penalty 2730.870937 = -455978.368339
  nChanged 100
		SP:Iteration 9Q (96741.380000 sec): 3 clusters
  Score: Raw -458751.883848 + Penalty 2730.870937 = -456021.012912
  nChanged 91
		SP:Iteration 10Q (96741.620000 sec): 3 clusters
  Score: Raw -458794.067463 + Penalty 2730.870937 = -456063.196526
  nChanged 97
		SP:Iteration 11Q (96741.820000 sec): 3 clusters
  Score: Raw -458832.532548 + Penalty 2730.870937 = -456101.661611
  nChanged 80
		SP:Iteration 12Q (96742.000000 sec): 3 clusters
  Score: Raw -458858.740273 + Penalty 2730.870937 = -456127.869336
  nChanged 60
		SP:Iteration 13Q (96742.230000 sec): 3 clusters
  Score: Raw -458879.597344 + Penalty 2730.870937 = -456148.726408
  nChanged 65
		SP:Iteration 14Q (96742.440000 sec): 3 clusters
  Score: Raw -458904.068672 + Penalty 2730.870937 = -456173.197736
  nChanged 44
		SP:Iteration 15Q (96742.620000 sec): 3 clusters
  Score: Raw -458921.040534 + Penalty 2730.870937 = -456190.169598
  nChanged 45
		SP:Iteration 16Q (96742.800000 sec): 3 clusters
  Score: Raw -458934.922987 + Penalty 2730.870937 = -456204.052051
  nChanged 33
		SP:Iteration 17Q (96743.000000 sec): 3 clusters
  Score: Raw -458946.697831 + Penalty 2730.870937 = -456215.826894
  nChanged 29
		SP:Iteration 18Q (96743.170000 sec): 3 clusters
  Score: Raw -458955.596190 + Penalty 2730.870937 = -456224.725254
  nChanged 21
		SP:Iteration 19Q (96743.360000 sec): 3 clusters
  Score: Raw -458962.984460 + Penalty 2730.870937 = -456232.113524
  nChanged 24
		SP:Iteration 20F (96743.610000 sec): 3 clusters
  Score: Raw -458970.875730 + Penalty 2730.870937 = -456240.004793
  nChanged 31
		SP:Iteration 21Q (96743.800000 sec): 3 clusters
  Score: Raw -458981.534187 + Penalty 2730.870937 = -456250.663250
  nChanged 28
		SP:Iteration 22Q (96744.010000 sec): 3 clusters
  Score: Raw -458990.435890 + Penalty 2730.870937 = -456259.564954
  nChanged 20
		SP:Iteration 23Q (96744.190000 sec): 3 clusters
  Score: Raw -458997.471924 + Penalty 2730.870937 = -456266.600988
  nChanged 29
		SP:Iteration 24Q (96744.410000 sec): 3 clusters
  Score: Raw -459007.991627 + Penalty 2730.870937 = -456277.120690
  nChanged 29
		SP:Iteration 25Q (96744.620000 sec): 3 clusters
  Score: Raw -459018.716867 + Penalty 2730.870937 = -456287.845931
  nChanged 20
		SP:Iteration 26Q (96744.800000 sec): 3 clusters
  Score: Raw -459026.123352 + Penalty 2730.870937 = -456295.252416
  nChanged 28
		SP:Iteration 27Q (96745.000000 sec): 3 clusters
  Score: Raw -459038.207537 + Penalty 2730.870937 = -456307.336601
  nChanged 32
		SP:Iteration 28Q (96745.230000 sec): 3 clusters
  Score: Raw -459052.732941 + Penalty 2730.870937 = -456321.862005
  nChanged 32
		SP:Iteration 29Q (96745.430000 sec): 3 clusters
  Score: Raw -459066.116516 + Penalty 2730.870937 = -456335.245580
  nChanged 36
		SP:Iteration 30Q (96745.630000 sec): 3 clusters
  Score: Raw -459079.992611 + Penalty 2730.870937 = -456349.121674
  nChanged 27
		SP:Iteration 31Q (96745.820000 sec): 3 clusters
  Score: Raw -459089.960876 + Penalty 2730.870937 = -456359.089939
  nChanged 25
		SP:Iteration 32Q (96746.020000 sec): 3 clusters
  Score: Raw -459097.114715 + Penalty 2730.870937 = -456366.243778
  nChanged 19
		SP:Iteration 33Q (96746.190000 sec): 3 clusters
  Score: Raw -459103.373130 + Penalty 2730.870937 = -456372.502194
  nChanged 21
		SP:Iteration 34Q (96746.410000 sec): 3 clusters
  Score: Raw -459110.622806 + Penalty 2730.870937 = -456379.751870
  nChanged 14
		SP:Iteration 35Q (96746.580000 sec): 3 clusters
  Score: Raw -459116.389870 + Penalty 2730.870937 = -456385.518933
  nChanged 15
		SP:Iteration 36Q (96746.790000 sec): 3 clusters
  Score: Raw -459122.393860 + Penalty 2730.870937 = -456391.522924
  nChanged 18
		SP:Iteration 37Q (96747.020000 sec): 3 clusters
  Score: Raw -459127.510304 + Penalty 2730.870937 = -456396.639368
  nChanged 15
		SP:Iteration 38Q (96747.200000 sec): 3 clusters
  Score: Raw -459132.579405 + Penalty 2730.870937 = -456401.708468
  nChanged 21
		SP:Iteration 39Q (96747.390000 sec): 3 clusters
  Score: Raw -459139.059676 + Penalty 2730.870937 = -456408.188740
  nChanged 17
		SP:Iteration 40F (96747.590000 sec): 3 clusters
  Score: Raw -459145.561027 + Penalty 2730.870937 = -456414.690091
  nChanged 14
		SP:Iteration 41Q (96747.800000 sec): 3 clusters
  Score: Raw -459152.896369 + Penalty 2730.870937 = -456422.025433
  nChanged 19
		SP:Iteration 42Q (96747.990000 sec): 3 clusters
  Score: Raw -459164.035820 + Penalty 2730.870937 = -456433.164883
  nChanged 30
		SP:Iteration 43Q (96748.160000 sec): 3 clusters
  Score: Raw -459178.236825 + Penalty 2730.870937 = -456447.365889
  nChanged 26
		SP:Iteration 44Q (96748.380000 sec): 3 clusters
  Score: Raw -459187.558037 + Penalty 2730.870937 = -456456.687101
  nChanged 22
		SP:Iteration 45Q (96748.570000 sec): 3 clusters
  Score: Raw -459197.497381 + Penalty 2730.870937 = -456466.626445
  nChanged 22
		SP:Iteration 46Q (96748.780000 sec): 3 clusters
  Score: Raw -459207.421027 + Penalty 2730.870937 = -456476.550091
  nChanged 18
		SP:Iteration 47Q (96749.030000 sec): 3 clusters
  Score: Raw -459214.623619 + Penalty 2730.870937 = -456483.752682
  nChanged 17
		SP:Iteration 48Q (96749.210000 sec): 3 clusters
  Score: Raw -459222.097707 + Penalty 2730.870937 = -456491.226771
  nChanged 18
		SP:Iteration 49Q (96749.400000 sec): 3 clusters
  Score: Raw -459229.975881 + Penalty 2730.870937 = -456499.104944
  nChanged 16
		SP:Iteration 50Q (96749.630000 sec): 3 clusters
  Score: Raw -459238.198864 + Penalty 2730.870937 = -456507.327927
  nChanged 13
		SP:Iteration 51Q (96749.810000 sec): 3 clusters
  Score: Raw -459242.751043 + Penalty 2730.870937 = -456511.880107
  nChanged 13
		SP:Iteration 52Q (96750.030000 sec): 3 clusters
  Score: Raw -459246.605580 + Penalty 2730.870937 = -456515.734644
  nChanged 5
		SP:Iteration 53Q (96750.210000 sec): 3 clusters
  Score: Raw -459247.778881 + Penalty 2730.870937 = -456516.907945
  nChanged 3
		SP:Iteration 54Q (96750.390000 sec): 3 clusters
  Score: Raw -459248.587383 + Penalty 2730.870937 = -456517.716447
  nChanged 3
		SP:Iteration 55Q (96750.610000 sec): 3 clusters
  Score: Raw -459250.713966 + Penalty 2730.870937 = -456519.843029
  nChanged 5
		SP:Iteration 56Q (96750.790000 sec): 3 clusters
  Score: Raw -459252.403096 + Penalty 2730.870937 = -456521.532159
  nChanged 4
		SP:Iteration 57Q (96751.000000 sec): 3 clusters
  Score: Raw -459254.419054 + Penalty 2730.870937 = -456523.548117
  nChanged 5
		SP:Iteration 58Q (96751.270000 sec): 3 clusters
  Score: Raw -459256.686667 + Penalty 2730.870937 = -456525.815730
  nChanged 4
		SP:Iteration 59Q (96751.530000 sec): 3 clusters
  Score: Raw -459259.032003 + Penalty 2730.870937 = -456528.161066
  nChanged 7
		SP:Iteration 60F (96751.750000 sec): 3 clusters
  Score: Raw -459261.738177 + Penalty 2730.870937 = -456530.867240
  nChanged 6
		SP:Iteration 61Q (96751.960000 sec): 3 clusters
  Score: Raw -459263.405923 + Penalty 2730.870937 = -456532.534987
  nChanged 4
		SP:Iteration 62Q (96752.120000 sec): 3 clusters
  Score: Raw -459264.523861 + Penalty 2730.870937 = -456533.652925
  nChanged 1
		SP:Iteration 63Q (96752.380000 sec): 3 clusters
  Score: Raw -459265.005634 + Penalty 2730.870937 = -456534.134698
  nChanged 1
		SP:Iteration 64Q (96752.600000 sec): 3 clusters
  Score: Raw -459265.276753 + Penalty 2730.870937 = -456534.405817
  nChanged 1
		SP:Iteration 65Q (96752.780000 sec): 3 clusters
  Score: Raw -459265.555572 + Penalty 2730.870937 = -456534.684636
  nChanged 0
		SP:Iteration 66F (96752.950000 sec): 3 clusters
  Score: Raw -459265.555572 + Penalty 2730.870937 = -456534.684636
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96753.070000 sec): 2 clusters
  Score: Raw -26862.625244 + Penalty 923.028049 = -25939.597195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96753.270000 sec): 3 clusters
  Score: Raw -26892.929042 + Penalty 1846.056098 = -25046.872944
  nChanged 54
		SP:Iteration 1F (96753.460000 sec): 3 clusters
  Score: Raw -26989.558176 + Penalty 1846.056098 = -25143.502078
  nChanged 19
		SP:Iteration 2F (96753.630000 sec): 3 clusters
  Score: Raw -27045.105746 + Penalty 1846.056098 = -25199.049648
  nChanged 10
		SP:Iteration 3Q (96753.830000 sec): 3 clusters
  Score: Raw -27071.960506 + Penalty 1846.056098 = -25225.904408
  nChanged 6
		SP:Iteration 4Q (96754.040000 sec): 3 clusters
  Score: Raw -27092.540341 + Penalty 1846.056098 = -25246.484243
  nChanged 2
		SP:Iteration 5Q (96754.180000 sec): 3 clusters
  Score: Raw -27103.919510 + Penalty 1846.056098 = -25257.863412
  nChanged 4
		SP:Iteration 6Q (96754.360000 sec): 3 clusters
  Score: Raw -27121.692612 + Penalty 1846.056098 = -25275.636514
  nChanged 5
		SP:Iteration 7Q (96754.540000 sec): 3 clusters
  Score: Raw -27134.204983 + Penalty 1846.056098 = -25288.148885
  nChanged 4
		SP:Iteration 8Q (96754.690000 sec): 3 clusters
  Score: Raw -27154.529464 + Penalty 1846.056098 = -25308.473366
  nChanged 2
		SP:Iteration 9Q (96754.870000 sec): 3 clusters
  Score: Raw -27162.551246 + Penalty 1846.056098 = -25316.495148
  nChanged 3
		SP:Iteration 10Q (96755.040000 sec): 3 clusters
  Score: Raw -27172.085059 + Penalty 1846.056098 = -25326.028961
  nChanged 2
		SP:Iteration 11Q (96755.260000 sec): 3 clusters
  Score: Raw -27175.802072 + Penalty 1846.056098 = -25329.745974
  nChanged 1
		SP:Iteration 12Q (96755.440000 sec): 3 clusters
  Score: Raw -27178.787103 + Penalty 1846.056098 = -25332.731005
  nChanged 2
		SP:Iteration 13Q (96755.660000 sec): 3 clusters
  Score: Raw -27181.687468 + Penalty 1846.056098 = -25335.631370
  nChanged 0
		SP:Iteration 14F (96755.840000 sec): 3 clusters
  Score: Raw -27181.687468 + Penalty 1846.056098 = -25335.631370
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96755.980000 sec): 2 clusters
  Score: Raw -206480.564580 + Penalty 1236.441477 = -205244.123103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96756.150000 sec): 3 clusters
  Score: Raw -205616.876463 + Penalty 2472.882954 = -203143.993508
  nChanged 679
		SP:Iteration 1F (96756.310000 sec): 3 clusters
  Score: Raw -206059.667699 + Penalty 2472.882954 = -203586.784744
  nChanged 166
		SP:Iteration 2F (96756.500000 sec): 3 clusters
  Score: Raw -206180.593987 + Penalty 2472.882954 = -203707.711033
  nChanged 108
		SP:Iteration 3F (96756.670000 sec): 3 clusters
  Score: Raw -206273.464887 + Penalty 2472.882954 = -203800.581933
  nChanged 108
		SP:Iteration 4F (96756.860000 sec): 3 clusters
  Score: Raw -206361.184458 + Penalty 2472.882954 = -203888.301504
  nChanged 85
		SP:Iteration 5Q (96757.110000 sec): 3 clusters
  Score: Raw -206428.926348 + Penalty 2472.882954 = -203956.043393
  nChanged 84
		SP:Iteration 6Q (96757.320000 sec): 3 clusters
  Score: Raw -206501.661069 + Penalty 2472.882954 = -204028.778114
  nChanged 70
		SP:Iteration 7Q (96757.470000 sec): 3 clusters
  Score: Raw -206561.744144 + Penalty 2472.882954 = -204088.861189
  nChanged 49
		SP:Iteration 8Q (96757.700000 sec): 3 clusters
  Score: Raw -206616.703362 + Penalty 2472.882954 = -204143.820408
  nChanged 44
		SP:Iteration 9Q (96757.870000 sec): 3 clusters
  Score: Raw -206656.627224 + Penalty 2472.882954 = -204183.744269
  nChanged 33
		SP:Iteration 10Q (96758.060000 sec): 3 clusters
  Score: Raw -206682.081451 + Penalty 2472.882954 = -204209.198496
  nChanged 27
		SP:Iteration 11Q (96758.230000 sec): 3 clusters
  Score: Raw -206709.368376 + Penalty 2472.882954 = -204236.485421
  nChanged 23
		SP:Iteration 12Q (96758.460000 sec): 3 clusters
  Score: Raw -206731.245345 + Penalty 2472.882954 = -204258.362391
  nChanged 14
		SP:Iteration 13Q (96758.640000 sec): 3 clusters
  Score: Raw -206741.586149 + Penalty 2472.882954 = -204268.703195
  nChanged 13
		SP:Iteration 14Q (96758.850000 sec): 3 clusters
  Score: Raw -206753.684609 + Penalty 2472.882954 = -204280.801655
  nChanged 11
		SP:Iteration 15Q (96759.010000 sec): 3 clusters
  Score: Raw -206765.780629 + Penalty 2472.882954 = -204292.897675
  nChanged 18
		SP:Iteration 16Q (96759.220000 sec): 3 clusters
  Score: Raw -206786.785592 + Penalty 2472.882954 = -204313.902637
  nChanged 17
		SP:Iteration 17Q (96759.380000 sec): 3 clusters
  Score: Raw -206802.664891 + Penalty 2472.882954 = -204329.781936
  nChanged 17
		SP:Iteration 18Q (96759.600000 sec): 3 clusters
  Score: Raw -206815.713824 + Penalty 2472.882954 = -204342.830870
  nChanged 12
		SP:Iteration 19Q (96759.780000 sec): 3 clusters
  Score: Raw -206825.190845 + Penalty 2472.882954 = -204352.307890
  nChanged 6
		SP:Iteration 20F (96759.940000 sec): 3 clusters
  Score: Raw -206829.893203 + Penalty 2472.882954 = -204357.010248
  nChanged 9
		SP:Iteration 21Q (96760.160000 sec): 3 clusters
  Score: Raw -206834.120913 + Penalty 2472.882954 = -204361.237959
  nChanged 8
		SP:Iteration 22Q (96760.340000 sec): 3 clusters
  Score: Raw -206839.889428 + Penalty 2472.882954 = -204367.006474
  nChanged 5
		SP:Iteration 23Q (96760.530000 sec): 3 clusters
  Score: Raw -206842.250486 + Penalty 2472.882954 = -204369.367532
  nChanged 2
		SP:Iteration 24Q (96760.740000 sec): 3 clusters
  Score: Raw -206843.453189 + Penalty 2472.882954 = -204370.570234
  nChanged 0
		SP:Iteration 25F (96760.900000 sec): 3 clusters
  Score: Raw -206843.453189 + Penalty 2472.882954 = -204370.570234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96761.020000 sec): 2 clusters
  Score: Raw -434388.501519 + Penalty 1355.246518 = -433033.255001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96761.200000 sec): 3 clusters
  Score: Raw -432281.805174 + Penalty 2710.493036 = -429571.312138
  nChanged 1634
		SP:Iteration 1F (96761.380000 sec): 3 clusters
  Score: Raw -433256.350062 + Penalty 2710.493036 = -430545.857026
  nChanged 315
		SP:Iteration 2F (96761.600000 sec): 3 clusters
  Score: Raw -433508.224346 + Penalty 2710.493036 = -430797.731310
  nChanged 272
		SP:Iteration 3F (96761.770000 sec): 3 clusters
  Score: Raw -433747.634201 + Penalty 2710.493036 = -431037.141165
  nChanged 233
		SP:Iteration 4F (96761.950000 sec): 3 clusters
  Score: Raw -433929.749067 + Penalty 2710.493036 = -431219.256031
  nChanged 220
		SP:Iteration 5F (96762.180000 sec): 3 clusters
  Score: Raw -434070.144969 + Penalty 2710.493036 = -431359.651933
  nChanged 188
		SP:Iteration 6Q (96762.320000 sec): 3 clusters
  Score: Raw -434196.505483 + Penalty 2710.493036 = -431486.012447
  nChanged 178
		SP:Iteration 7Q (96762.540000 sec): 3 clusters
  Score: Raw -434322.054378 + Penalty 2710.493036 = -431611.561342
  nChanged 157
		SP:Iteration 8Q (96762.730000 sec): 3 clusters
  Score: Raw -434413.051140 + Penalty 2710.493036 = -431702.558104
  nChanged 119
		SP:Iteration 9Q (96762.920000 sec): 3 clusters
  Score: Raw -434480.767240 + Penalty 2710.493036 = -431770.274204
  nChanged 110
		SP:Iteration 10Q (96763.090000 sec): 3 clusters
  Score: Raw -434541.499013 + Penalty 2710.493036 = -431831.005977
  nChanged 94
		SP:Iteration 11Q (96763.260000 sec): 3 clusters
  Score: Raw -434600.683894 + Penalty 2710.493036 = -431890.190858
  nChanged 85
		SP:Iteration 12Q (96763.470000 sec): 3 clusters
  Score: Raw -434671.581226 + Penalty 2710.493036 = -431961.088190
  nChanged 77
		SP:Iteration 13Q (96763.670000 sec): 3 clusters
  Score: Raw -434737.894460 + Penalty 2710.493036 = -432027.401424
  nChanged 71
		SP:Iteration 14Q (96763.830000 sec): 3 clusters
  Score: Raw -434790.662591 + Penalty 2710.493036 = -432080.169555
  nChanged 53
		SP:Iteration 15Q (96764.030000 sec): 3 clusters
  Score: Raw -434825.226293 + Penalty 2710.493036 = -432114.733257
  nChanged 48
		SP:Iteration 16Q (96764.190000 sec): 3 clusters
  Score: Raw -434855.070803 + Penalty 2710.493036 = -432144.577767
  nChanged 36
		SP:Iteration 17Q (96764.380000 sec): 3 clusters
  Score: Raw -434878.904796 + Penalty 2710.493036 = -432168.411760
  nChanged 20
		SP:Iteration 18Q (96764.620000 sec): 3 clusters
  Score: Raw -434890.179103 + Penalty 2710.493036 = -432179.686067
  nChanged 25
		SP:Iteration 19Q (96764.790000 sec): 3 clusters
  Score: Raw -434904.378011 + Penalty 2710.493036 = -432193.884975
  nChanged 25
		SP:Iteration 20F (96764.980000 sec): 3 clusters
  Score: Raw -434916.241758 + Penalty 2710.493036 = -432205.748722
  nChanged 16
		SP:Iteration 21Q (96765.170000 sec): 3 clusters
  Score: Raw -434922.604509 + Penalty 2710.493036 = -432212.111473
  nChanged 9
		SP:Iteration 22Q (96765.370000 sec): 3 clusters
  Score: Raw -434927.137306 + Penalty 2710.493036 = -432216.644270
  nChanged 11
		SP:Iteration 23Q (96765.590000 sec): 3 clusters
  Score: Raw -434932.143763 + Penalty 2710.493036 = -432221.650727
  nChanged 7
		SP:Iteration 24Q (96765.790000 sec): 3 clusters
  Score: Raw -434935.887567 + Penalty 2710.493036 = -432225.394531
  nChanged 6
		SP:Iteration 25Q (96765.960000 sec): 3 clusters
  Score: Raw -434938.251408 + Penalty 2710.493036 = -432227.758372
  nChanged 8
		SP:Iteration 26Q (96766.130000 sec): 3 clusters
  Score: Raw -434940.631157 + Penalty 2710.493036 = -432230.138121
  nChanged 5
		SP:Iteration 27Q (96766.360000 sec): 3 clusters
  Score: Raw -434942.199616 + Penalty 2710.493036 = -432231.706580
  nChanged 4
		SP:Iteration 28Q (96766.500000 sec): 3 clusters
  Score: Raw -434943.478853 + Penalty 2710.493036 = -432232.985817
  nChanged 1
		SP:Iteration 29Q (96766.730000 sec): 3 clusters
  Score: Raw -434943.716867 + Penalty 2710.493036 = -432233.223831
  nChanged 1
		SP:Iteration 30Q (96766.880000 sec): 3 clusters
  Score: Raw -434944.313272 + Penalty 2710.493036 = -432233.820236
  nChanged 0
		SP:Iteration 31F (96767.060000 sec): 3 clusters
  Score: Raw -434944.313272 + Penalty 2710.493036 = -432233.820236
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96767.190000 sec): 2 clusters
  Score: Raw -29657.734843 + Penalty 930.612759 = -28727.122084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96767.340000 sec): 3 clusters
  Score: Raw -29721.505786 + Penalty 1861.225518 = -27860.280268
  nChanged 64
		SP:Iteration 1F (96767.530000 sec): 3 clusters
  Score: Raw -29857.180095 + Penalty 1861.225518 = -27995.954577
  nChanged 21
		SP:Iteration 2F (96767.740000 sec): 3 clusters
  Score: Raw -29900.670103 + Penalty 1861.225518 = -28039.444585
  nChanged 10
		SP:Iteration 3Q (96767.920000 sec): 3 clusters
  Score: Raw -29936.695727 + Penalty 1861.225518 = -28075.470209
  nChanged 6
		SP:Iteration 4Q (96768.120000 sec): 3 clusters
  Score: Raw -29951.048239 + Penalty 1861.225518 = -28089.822721
  nChanged 5
		SP:Iteration 5Q (96768.320000 sec): 3 clusters
  Score: Raw -29968.536739 + Penalty 1861.225518 = -28107.311221
  nChanged 4
		SP:Iteration 6Q (96768.500000 sec): 3 clusters
  Score: Raw -29979.521395 + Penalty 1861.225518 = -28118.295877
  nChanged 4
		SP:Iteration 7Q (96768.690000 sec): 3 clusters
  Score: Raw -29985.858373 + Penalty 1861.225518 = -28124.632855
  nChanged 1
		SP:Iteration 8Q (96768.900000 sec): 3 clusters
  Score: Raw -29986.697769 + Penalty 1861.225518 = -28125.472251
  nChanged 0
		SP:Iteration 9F (96769.070000 sec): 3 clusters
  Score: Raw -29986.697769 + Penalty 1861.225518 = -28125.472251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96769.260000 sec): 2 clusters
  Score: Raw -2845619.905379 + Penalty 1662.735034 = -2843957.170344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96769.580000 sec): 3 clusters
  Score: Raw -2828630.601619 + Penalty 3325.470068 = -2825305.131551
  nChanged 12676
		SP:Iteration 1F (96769.900000 sec): 3 clusters
  Score: Raw -2835767.436294 + Penalty 3325.470068 = -2832441.966225
  nChanged 1359
		SP:Iteration 2Q (96770.220000 sec): 3 clusters
  Score: Raw -2836334.346800 + Penalty 3325.470068 = -2833008.876732
  nChanged 1379
		SP:Iteration 3Q (96770.530000 sec): 3 clusters
  Score: Raw -2836982.390659 + Penalty 3325.470068 = -2833656.920590
  nChanged 1483
		SP:Iteration 4F (96770.840000 sec): 3 clusters
  Score: Raw -2837798.893744 + Penalty 3325.470068 = -2834473.423676
  nChanged 1580
		SP:Iteration 5F (96771.210000 sec): 3 clusters
  Score: Raw -2838838.307574 + Penalty 3325.470068 = -2835512.837506
  nChanged 1622
		SP:Iteration 6F (96771.480000 sec): 3 clusters
  Score: Raw -2840096.430167 + Penalty 3325.470068 = -2836770.960099
  nChanged 1572
		SP:Iteration 7F (96771.800000 sec): 3 clusters
  Score: Raw -2841279.057831 + Penalty 3325.470068 = -2837953.587762
  nChanged 1313
		SP:Iteration 8Q (96772.100000 sec): 3 clusters
  Score: Raw -2842200.455960 + Penalty 3325.470068 = -2838874.985892
  nChanged 1064
		SP:Iteration 9Q (96772.360000 sec): 3 clusters
  Score: Raw -2842892.639082 + Penalty 3325.470068 = -2839567.169014
  nChanged 795
		SP:Iteration 10Q (96772.680000 sec): 3 clusters
  Score: Raw -2843344.904621 + Penalty 3325.470068 = -2840019.434553
  nChanged 594
		SP:Iteration 11Q (96772.920000 sec): 3 clusters
  Score: Raw -2843631.460947 + Penalty 3325.470068 = -2840305.990879
  nChanged 452
		SP:Iteration 12Q (96773.190000 sec): 3 clusters
  Score: Raw -2843807.860316 + Penalty 3325.470068 = -2840482.390248
  nChanged 376
		SP:Iteration 13Q (96773.460000 sec): 3 clusters
  Score: Raw -2843942.285321 + Penalty 3325.470068 = -2840616.815253
  nChanged 323
		SP:Iteration 14Q (96773.710000 sec): 3 clusters
  Score: Raw -2844050.904899 + Penalty 3325.470068 = -2840725.434831
  nChanged 313
		SP:Iteration 15Q (96773.990000 sec): 3 clusters
  Score: Raw -2844155.555578 + Penalty 3325.470068 = -2840830.085510
  nChanged 281
		SP:Iteration 16Q (96774.300000 sec): 3 clusters
  Score: Raw -2844253.896174 + Penalty 3325.470068 = -2840928.426106
  nChanged 300
		SP:Iteration 17Q (96774.610000 sec): 3 clusters
  Score: Raw -2844370.180677 + Penalty 3325.470068 = -2841044.710609
  nChanged 285
		SP:Iteration 18Q (96774.940000 sec): 3 clusters
  Score: Raw -2844485.819330 + Penalty 3325.470068 = -2841160.349262
  nChanged 286
		SP:Iteration 19Q (96775.230000 sec): 3 clusters
  Score: Raw -2844594.473189 + Penalty 3325.470068 = -2841269.003121
  nChanged 298
		SP:Iteration 20F (96775.520000 sec): 3 clusters
  Score: Raw -2844713.803924 + Penalty 3325.470068 = -2841388.333856
  nChanged 266
		SP:Iteration 21Q (96775.810000 sec): 3 clusters
  Score: Raw -2844807.858542 + Penalty 3325.470068 = -2841482.388474
  nChanged 232
		SP:Iteration 22Q (96776.090000 sec): 3 clusters
  Score: Raw -2844895.502310 + Penalty 3325.470068 = -2841570.032242
  nChanged 236
		SP:Iteration 23Q (96776.410000 sec): 3 clusters
  Score: Raw -2844992.138239 + Penalty 3325.470068 = -2841666.668171
  nChanged 200
		SP:Iteration 24Q (96776.680000 sec): 3 clusters
  Score: Raw -2845075.872082 + Penalty 3325.470068 = -2841750.402014
  nChanged 178
		SP:Iteration 25Q (96776.960000 sec): 3 clusters
  Score: Raw -2845146.740728 + Penalty 3325.470068 = -2841821.270660
  nChanged 176
		SP:Iteration 26Q (96777.270000 sec): 3 clusters
  Score: Raw -2845213.567293 + Penalty 3325.470068 = -2841888.097224
  nChanged 160
		SP:Iteration 27Q (96777.590000 sec): 3 clusters
  Score: Raw -2845274.770386 + Penalty 3325.470068 = -2841949.300318
  nChanged 150
		SP:Iteration 28Q (96777.860000 sec): 3 clusters
  Score: Raw -2845338.910050 + Penalty 3325.470068 = -2842013.439982
  nChanged 135
		SP:Iteration 29Q (96778.170000 sec): 3 clusters
  Score: Raw -2845398.277879 + Penalty 3325.470068 = -2842072.807811
  nChanged 117
		SP:Iteration 30Q (96778.440000 sec): 3 clusters
  Score: Raw -2845451.091319 + Penalty 3325.470068 = -2842125.621251
  nChanged 100
		SP:Iteration 31Q (96778.710000 sec): 3 clusters
  Score: Raw -2845505.193981 + Penalty 3325.470068 = -2842179.723913
  nChanged 108
		SP:Iteration 32Q (96779.010000 sec): 3 clusters
  Score: Raw -2845557.654546 + Penalty 3325.470068 = -2842232.184478
  nChanged 79
		SP:Iteration 33Q (96779.260000 sec): 3 clusters
  Score: Raw -2845597.477865 + Penalty 3325.470068 = -2842272.007796
  nChanged 59
		SP:Iteration 34Q (96779.510000 sec): 3 clusters
  Score: Raw -2845625.874422 + Penalty 3325.470068 = -2842300.404354
  nChanged 59
		SP:Iteration 35Q (96779.830000 sec): 3 clusters
  Score: Raw -2845657.306461 + Penalty 3325.470068 = -2842331.836393
  nChanged 44
		SP:Iteration 36Q (96780.100000 sec): 3 clusters
  Score: Raw -2845678.635732 + Penalty 3325.470068 = -2842353.165664
  nChanged 57
		SP:Iteration 37Q (96780.410000 sec): 3 clusters
  Score: Raw -2845710.956493 + Penalty 3325.470068 = -2842385.486425
  nChanged 47
		SP:Iteration 38Q (96780.690000 sec): 3 clusters
  Score: Raw -2845737.292293 + Penalty 3325.470068 = -2842411.822225
  nChanged 32
		SP:Iteration 39Q (96780.960000 sec): 3 clusters
  Score: Raw -2845753.920697 + Penalty 3325.470068 = -2842428.450628
  nChanged 30
		SP:Iteration 40F (96781.270000 sec): 3 clusters
  Score: Raw -2845772.490601 + Penalty 3325.470068 = -2842447.020533
  nChanged 32
		SP:Iteration 41Q (96781.580000 sec): 3 clusters
  Score: Raw -2845790.019998 + Penalty 3325.470068 = -2842464.549929
  nChanged 21
		SP:Iteration 42Q (96781.850000 sec): 3 clusters
  Score: Raw -2845798.722389 + Penalty 3325.470068 = -2842473.252320
  nChanged 20
		SP:Iteration 43Q (96782.100000 sec): 3 clusters
  Score: Raw -2845808.825473 + Penalty 3325.470068 = -2842483.355405
  nChanged 21
		SP:Iteration 44Q (96782.410000 sec): 3 clusters
  Score: Raw -2845822.396010 + Penalty 3325.470068 = -2842496.925942
  nChanged 22
		SP:Iteration 45Q (96782.760000 sec): 3 clusters
  Score: Raw -2845834.645221 + Penalty 3325.470068 = -2842509.175153
  nChanged 18
		SP:Iteration 46Q (96783.010000 sec): 3 clusters
  Score: Raw -2845845.260221 + Penalty 3325.470068 = -2842519.790153
  nChanged 11
		SP:Iteration 47Q (96783.340000 sec): 3 clusters
  Score: Raw -2845850.487435 + Penalty 3325.470068 = -2842525.017367
  nChanged 8
		SP:Iteration 48Q (96783.650000 sec): 3 clusters
  Score: Raw -2845855.130256 + Penalty 3325.470068 = -2842529.660187
  nChanged 5
		SP:Iteration 49Q (96784.010000 sec): 3 clusters
  Score: Raw -2845857.403568 + Penalty 3325.470068 = -2842531.933500
  nChanged 7
		SP:Iteration 50Q (96784.290000 sec): 3 clusters
  Score: Raw -2845862.091883 + Penalty 3325.470068 = -2842536.621815
  nChanged 10
		SP:Iteration 51Q (96784.610000 sec): 3 clusters
  Score: Raw -2845867.587870 + Penalty 3325.470068 = -2842542.117802
  nChanged 8
		SP:Iteration 52Q (96784.950000 sec): 3 clusters
  Score: Raw -2845871.081017 + Penalty 3325.470068 = -2842545.610949
  nChanged 5
		SP:Iteration 53Q (96785.230000 sec): 3 clusters
  Score: Raw -2845873.410141 + Penalty 3325.470068 = -2842547.940073
  nChanged 3
		SP:Iteration 54Q (96785.550000 sec): 3 clusters
  Score: Raw -2845874.686453 + Penalty 3325.470068 = -2842549.216385
  nChanged 3
		SP:Iteration 55Q (96785.870000 sec): 3 clusters
  Score: Raw -2845876.182084 + Penalty 3325.470068 = -2842550.712016
  nChanged 1
		SP:Iteration 56Q (96786.190000 sec): 3 clusters
  Score: Raw -2845876.426223 + Penalty 3325.470068 = -2842550.956155
  nChanged 0
		SP:Iteration 57F (96786.470000 sec): 3 clusters
  Score: Raw -2845876.426223 + Penalty 3325.470068 = -2842550.956155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96786.600000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96786.780000 sec): 3 clusters
  Score: Raw -147622.080047 + Penalty 2342.554458 = -145279.525589
  nChanged 431
		SP:Iteration 1F (96786.970000 sec): 3 clusters
  Score: Raw -147964.495061 + Penalty 2342.554458 = -145621.940602
  nChanged 121
		SP:Iteration 2F (96787.190000 sec): 3 clusters
  Score: Raw -148075.657042 + Penalty 2342.554458 = -145733.102584
  nChanged 80
		SP:Iteration 3F (96787.420000 sec): 3 clusters
  Score: Raw -148142.594155 + Penalty 2342.554458 = -145800.039697
  nChanged 59
		SP:Iteration 4Q (96787.600000 sec): 3 clusters
  Score: Raw -148198.842557 + Penalty 2342.554458 = -145856.288099
  nChanged 43
		SP:Iteration 5Q (96787.780000 sec): 3 clusters
  Score: Raw -148231.557091 + Penalty 2342.554458 = -145889.002633
  nChanged 29
		SP:Iteration 6Q (96788.000000 sec): 3 clusters
  Score: Raw -148265.868774 + Penalty 2342.554458 = -145923.314315
  nChanged 39
		SP:Iteration 7Q (96788.140000 sec): 3 clusters
  Score: Raw -148310.155502 + Penalty 2342.554458 = -145967.601044
  nChanged 45
		SP:Iteration 8Q (96788.350000 sec): 3 clusters
  Score: Raw -148361.528048 + Penalty 2342.554458 = -146018.973590
  nChanged 51
		SP:Iteration 9Q (96788.550000 sec): 3 clusters
  Score: Raw -148423.779921 + Penalty 2342.554458 = -146081.225463
  nChanged 44
		SP:Iteration 10Q (96788.720000 sec): 3 clusters
  Score: Raw -148479.650454 + Penalty 2342.554458 = -146137.095996
  nChanged 45
		SP:Iteration 11Q (96788.930000 sec): 3 clusters
  Score: Raw -148533.540717 + Penalty 2342.554458 = -146190.986259
  nChanged 44
		SP:Iteration 12Q (96789.090000 sec): 3 clusters
  Score: Raw -148586.733064 + Penalty 2342.554458 = -146244.178605
  nChanged 33
		SP:Iteration 13Q (96789.300000 sec): 3 clusters
  Score: Raw -148621.232310 + Penalty 2342.554458 = -146278.677852
  nChanged 19
		SP:Iteration 14Q (96789.450000 sec): 3 clusters
  Score: Raw -148641.265175 + Penalty 2342.554458 = -146298.710716
  nChanged 18
		SP:Iteration 15Q (96789.640000 sec): 3 clusters
  Score: Raw -148660.512587 + Penalty 2342.554458 = -146317.958129
  nChanged 9
		SP:Iteration 16Q (96789.840000 sec): 3 clusters
  Score: Raw -148667.932520 + Penalty 2342.554458 = -146325.378062
  nChanged 10
		SP:Iteration 17Q (96790.010000 sec): 3 clusters
  Score: Raw -148678.464907 + Penalty 2342.554458 = -146335.910449
  nChanged 6
		SP:Iteration 18Q (96790.210000 sec): 3 clusters
  Score: Raw -148684.675560 + Penalty 2342.554458 = -146342.121102
  nChanged 5
		SP:Iteration 19Q (96790.360000 sec): 3 clusters
  Score: Raw -148687.516347 + Penalty 2342.554458 = -146344.961889
  nChanged 2
		SP:Iteration 20F (96790.580000 sec): 3 clusters
  Score: Raw -148693.309286 + Penalty 2342.554458 = -146350.754827
  nChanged 4
		SP:Iteration 21Q (96790.740000 sec): 3 clusters
  Score: Raw -148700.238110 + Penalty 2342.554458 = -146357.683652
  nChanged 3
		SP:Iteration 22Q (96790.950000 sec): 3 clusters
  Score: Raw -148701.932131 + Penalty 2342.554458 = -146359.377672
  nChanged 5
		SP:Iteration 23Q (96791.120000 sec): 3 clusters
  Score: Raw -148705.793830 + Penalty 2342.554458 = -146363.239372
  nChanged 4
		SP:Iteration 24Q (96791.320000 sec): 3 clusters
  Score: Raw -148709.744968 + Penalty 2342.554458 = -146367.190510
  nChanged 3
		SP:Iteration 25Q (96791.500000 sec): 3 clusters
  Score: Raw -148711.129587 + Penalty 2342.554458 = -146368.575128
  nChanged 0
		SP:Iteration 26F (96791.690000 sec): 3 clusters
  Score: Raw -148711.129587 + Penalty 2342.554458 = -146368.575128
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96791.810000 sec): 2 clusters
  Score: Raw -395774.148225 + Penalty 1348.310335 = -394425.837890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96792.000000 sec): 3 clusters
  Score: Raw -393784.649372 + Penalty 2696.620670 = -391088.028701
  nChanged 1570
		SP:Iteration 1F (96792.210000 sec): 3 clusters
  Score: Raw -394683.138766 + Penalty 2696.620670 = -391986.518095
  nChanged 344
		SP:Iteration 2F (96792.390000 sec): 3 clusters
  Score: Raw -394917.874764 + Penalty 2696.620670 = -392221.254093
  nChanged 258
		SP:Iteration 3F (96792.620000 sec): 3 clusters
  Score: Raw -395070.932702 + Penalty 2696.620670 = -392374.312032
  nChanged 213
		SP:Iteration 4F (96792.820000 sec): 3 clusters
  Score: Raw -395211.791175 + Penalty 2696.620670 = -392515.170504
  nChanged 197
		SP:Iteration 5Q (96793.050000 sec): 3 clusters
  Score: Raw -395341.152996 + Penalty 2696.620670 = -392644.532325
  nChanged 159
		SP:Iteration 6Q (96793.260000 sec): 3 clusters
  Score: Raw -395421.189736 + Penalty 2696.620670 = -392724.569066
  nChanged 130
		SP:Iteration 7Q (96793.430000 sec): 3 clusters
  Score: Raw -395512.357051 + Penalty 2696.620670 = -392815.736380
  nChanged 135
		SP:Iteration 8Q (96793.640000 sec): 3 clusters
  Score: Raw -395601.524663 + Penalty 2696.620670 = -392904.903993
  nChanged 94
		SP:Iteration 9Q (96793.840000 sec): 3 clusters
  Score: Raw -395649.499696 + Penalty 2696.620670 = -392952.879026
  nChanged 72
		SP:Iteration 10Q (96794.020000 sec): 3 clusters
  Score: Raw -395681.916802 + Penalty 2696.620670 = -392985.296132
  nChanged 51
		SP:Iteration 11Q (96794.230000 sec): 3 clusters
  Score: Raw -395707.113508 + Penalty 2696.620670 = -393010.492838
  nChanged 52
		SP:Iteration 12Q (96794.420000 sec): 3 clusters
  Score: Raw -395730.802580 + Penalty 2696.620670 = -393034.181909
  nChanged 38
		SP:Iteration 13Q (96794.610000 sec): 3 clusters
  Score: Raw -395750.232215 + Penalty 2696.620670 = -393053.611545
  nChanged 41
		SP:Iteration 14Q (96794.830000 sec): 3 clusters
  Score: Raw -395768.635749 + Penalty 2696.620670 = -393072.015079
  nChanged 29
		SP:Iteration 15Q (96795.090000 sec): 3 clusters
  Score: Raw -395779.888516 + Penalty 2696.620670 = -393083.267845
  nChanged 20
		SP:Iteration 16Q (96795.250000 sec): 3 clusters
  Score: Raw -395787.561016 + Penalty 2696.620670 = -393090.940346
  nChanged 19
		SP:Iteration 17Q (96795.450000 sec): 3 clusters
  Score: Raw -395796.975903 + Penalty 2696.620670 = -393100.355233
  nChanged 28
		SP:Iteration 18Q (96795.640000 sec): 3 clusters
  Score: Raw -395811.100143 + Penalty 2696.620670 = -393114.479473
  nChanged 24
		SP:Iteration 19Q (96795.810000 sec): 3 clusters
  Score: Raw -395821.484970 + Penalty 2696.620670 = -393124.864299
  nChanged 33
		SP:Iteration 20F (96795.970000 sec): 3 clusters
  Score: Raw -395843.455358 + Penalty 2696.620670 = -393146.834688
  nChanged 28
		SP:Iteration 21Q (96796.170000 sec): 3 clusters
  Score: Raw -395856.102356 + Penalty 2696.620670 = -393159.481686
  nChanged 25
		SP:Iteration 22Q (96796.380000 sec): 3 clusters
  Score: Raw -395866.489389 + Penalty 2696.620670 = -393169.868719
  nChanged 18
		SP:Iteration 23Q (96796.550000 sec): 3 clusters
  Score: Raw -395874.390435 + Penalty 2696.620670 = -393177.769765
  nChanged 16
		SP:Iteration 24Q (96796.750000 sec): 3 clusters
  Score: Raw -395880.762974 + Penalty 2696.620670 = -393184.142304
  nChanged 15
		SP:Iteration 25Q (96796.960000 sec): 3 clusters
  Score: Raw -395888.585512 + Penalty 2696.620670 = -393191.964841
  nChanged 14
		SP:Iteration 26Q (96797.100000 sec): 3 clusters
  Score: Raw -395896.583680 + Penalty 2696.620670 = -393199.963010
  nChanged 17
		SP:Iteration 27Q (96797.320000 sec): 3 clusters
  Score: Raw -395902.876957 + Penalty 2696.620670 = -393206.256287
  nChanged 12
		SP:Iteration 28Q (96797.520000 sec): 3 clusters
  Score: Raw -395907.867871 + Penalty 2696.620670 = -393211.247201
  nChanged 11
		SP:Iteration 29Q (96797.730000 sec): 3 clusters
  Score: Raw -395914.145506 + Penalty 2696.620670 = -393217.524836
  nChanged 13
		SP:Iteration 30Q (96797.940000 sec): 3 clusters
  Score: Raw -395918.740014 + Penalty 2696.620670 = -393222.119343
  nChanged 8
		SP:Iteration 31Q (96798.140000 sec): 3 clusters
  Score: Raw -395920.871627 + Penalty 2696.620670 = -393224.250956
  nChanged 8
		SP:Iteration 32Q (96798.320000 sec): 3 clusters
  Score: Raw -395923.789843 + Penalty 2696.620670 = -393227.169172
  nChanged 2
		SP:Iteration 33Q (96798.550000 sec): 3 clusters
  Score: Raw -395924.673022 + Penalty 2696.620670 = -393228.052352
  nChanged 2
		SP:Iteration 34Q (96798.710000 sec): 3 clusters
  Score: Raw -395925.530264 + Penalty 2696.620670 = -393228.909594
  nChanged 1
		SP:Iteration 35Q (96798.920000 sec): 3 clusters
  Score: Raw -395926.521815 + Penalty 2696.620670 = -393229.901145
  nChanged 5
		SP:Iteration 36Q (96799.120000 sec): 3 clusters
  Score: Raw -395927.772630 + Penalty 2696.620670 = -393231.151959
  nChanged 2
		SP:Iteration 37Q (96799.310000 sec): 3 clusters
  Score: Raw -395928.320793 + Penalty 2696.620670 = -393231.700123
  nChanged 1
		SP:Iteration 38Q (96799.560000 sec): 3 clusters
  Score: Raw -395930.049335 + Penalty 2696.620670 = -393233.428665
  nChanged 2
		SP:Iteration 39Q (96799.770000 sec): 3 clusters
  Score: Raw -395930.910231 + Penalty 2696.620670 = -393234.289560
  nChanged 2
		SP:Iteration 40F (96799.970000 sec): 3 clusters
  Score: Raw -395931.343614 + Penalty 2696.620670 = -393234.722943
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96800.150000 sec): 2 clusters
  Score: Raw -782822.707104 + Penalty 1447.112657 = -781375.594447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96800.360000 sec): 3 clusters
  Score: Raw -778827.479933 + Penalty 2894.225315 = -775933.254618
  nChanged 3030
		SP:Iteration 1F (96800.560000 sec): 3 clusters
  Score: Raw -780591.124507 + Penalty 2894.225315 = -777696.899192
  nChanged 573
		SP:Iteration 2F (96800.760000 sec): 3 clusters
  Score: Raw -780996.221306 + Penalty 2894.225315 = -778101.995991
  nChanged 542
		SP:Iteration 3F (96800.990000 sec): 3 clusters
  Score: Raw -781415.175295 + Penalty 2894.225315 = -778520.949980
  nChanged 506
		SP:Iteration 4F (96801.220000 sec): 3 clusters
  Score: Raw -781815.816026 + Penalty 2894.225315 = -778921.590711
  nChanged 460
		SP:Iteration 5F (96801.420000 sec): 3 clusters
  Score: Raw -782127.362921 + Penalty 2894.225315 = -779233.137606
  nChanged 375
		SP:Iteration 6F (96801.610000 sec): 3 clusters
  Score: Raw -782343.153106 + Penalty 2894.225315 = -779448.927792
  nChanged 285
		SP:Iteration 7Q (96801.850000 sec): 3 clusters
  Score: Raw -782495.982628 + Penalty 2894.225315 = -779601.757313
  nChanged 217
		SP:Iteration 8Q (96802.080000 sec): 3 clusters
  Score: Raw -782580.075936 + Penalty 2894.225315 = -779685.850621
  nChanged 123
		SP:Iteration 9Q (96802.330000 sec): 3 clusters
  Score: Raw -782618.506502 + Penalty 2894.225315 = -779724.281187
  nChanged 81
		SP:Iteration 10Q (96802.490000 sec): 3 clusters
  Score: Raw -782641.262760 + Penalty 2894.225315 = -779747.037445
  nChanged 71
		SP:Iteration 11Q (96802.670000 sec): 3 clusters
  Score: Raw -782660.509317 + Penalty 2894.225315 = -779766.284003
  nChanged 56
		SP:Iteration 12Q (96802.880000 sec): 3 clusters
  Score: Raw -782674.101164 + Penalty 2894.225315 = -779779.875849
  nChanged 41
		SP:Iteration 13Q (96803.090000 sec): 3 clusters
  Score: Raw -782682.085682 + Penalty 2894.225315 = -779787.860368
  nChanged 29
		SP:Iteration 14Q (96803.320000 sec): 3 clusters
  Score: Raw -782688.764221 + Penalty 2894.225315 = -779794.538906
  nChanged 32
		SP:Iteration 15Q (96803.560000 sec): 3 clusters
  Score: Raw -782694.759224 + Penalty 2894.225315 = -779800.533909
  nChanged 16
		SP:Iteration 16Q (96803.750000 sec): 3 clusters
  Score: Raw -782697.426424 + Penalty 2894.225315 = -779803.201109
  nChanged 9
		SP:Iteration 17Q (96803.970000 sec): 3 clusters
  Score: Raw -782698.704477 + Penalty 2894.225315 = -779804.479162
  nChanged 6
		SP:Iteration 18Q (96804.160000 sec): 3 clusters
  Score: Raw -782699.281932 + Penalty 2894.225315 = -779805.056617
  nChanged 3
		SP:Iteration 19Q (96804.390000 sec): 3 clusters
  Score: Raw -782699.620953 + Penalty 2894.225315 = -779805.395638
  nChanged 3
		SP:Iteration 20F (96804.600000 sec): 3 clusters
  Score: Raw -782700.076337 + Penalty 2894.225315 = -779805.851022
  nChanged 3
		SP:Iteration 21Q (96804.880000 sec): 3 clusters
  Score: Raw -782700.651695 + Penalty 2894.225315 = -779806.426380
  nChanged 4
		SP:Iteration 22Q (96805.060000 sec): 3 clusters
  Score: Raw -782701.278631 + Penalty 2894.225315 = -779807.053316
  nChanged 8
		SP:Iteration 23Q (96805.290000 sec): 3 clusters
  Score: Raw -782703.276077 + Penalty 2894.225315 = -779809.050762
  nChanged 10
		SP:Iteration 24Q (96805.500000 sec): 3 clusters
  Score: Raw -782704.936382 + Penalty 2894.225315 = -779810.711067
  nChanged 13
		SP:Iteration 25Q (96805.720000 sec): 3 clusters
  Score: Raw -782707.227643 + Penalty 2894.225315 = -779813.002328
  nChanged 9
		SP:Iteration 26Q (96805.920000 sec): 3 clusters
  Score: Raw -782708.904300 + Penalty 2894.225315 = -779814.678985
  nChanged 7
		SP:Iteration 27Q (96806.130000 sec): 3 clusters
  Score: Raw -782709.817648 + Penalty 2894.225315 = -779815.592333
  nChanged 7
		SP:Iteration 28Q (96806.360000 sec): 3 clusters
  Score: Raw -782711.188481 + Penalty 2894.225315 = -779816.963166
  nChanged 9
		SP:Iteration 29Q (96806.540000 sec): 3 clusters
  Score: Raw -782713.239701 + Penalty 2894.225315 = -779819.014386
  nChanged 7
		SP:Iteration 30Q (96806.760000 sec): 3 clusters
  Score: Raw -782714.780022 + Penalty 2894.225315 = -779820.554707
  nChanged 5
		SP:Iteration 31Q (96806.950000 sec): 3 clusters
  Score: Raw -782716.010886 + Penalty 2894.225315 = -779821.785571
  nChanged 8
		SP:Iteration 32Q (96807.180000 sec): 3 clusters
  Score: Raw -782717.085265 + Penalty 2894.225315 = -779822.859950
  nChanged 5
		SP:Iteration 33Q (96807.390000 sec): 3 clusters
  Score: Raw -782717.687439 + Penalty 2894.225315 = -779823.462124
  nChanged 2
		SP:Iteration 34Q (96807.580000 sec): 3 clusters
  Score: Raw -782718.050140 + Penalty 2894.225315 = -779823.824825
  nChanged 4
		SP:Iteration 35Q (96807.800000 sec): 3 clusters
  Score: Raw -782719.036326 + Penalty 2894.225315 = -779824.811011
  nChanged 7
		SP:Iteration 36Q (96807.990000 sec): 3 clusters
  Score: Raw -782720.326988 + Penalty 2894.225315 = -779826.101673
  nChanged 2
		SP:Iteration 37Q (96808.190000 sec): 3 clusters
  Score: Raw -782720.698536 + Penalty 2894.225315 = -779826.473221
  nChanged 2
		SP:Iteration 38Q (96808.400000 sec): 3 clusters
  Score: Raw -782721.003494 + Penalty 2894.225315 = -779826.778179
  nChanged 0
		SP:Iteration 39F (96808.630000 sec): 3 clusters
  Score: Raw -782721.003494 + Penalty 2894.225315 = -779826.778179
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96808.730000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96808.890000 sec): 3 clusters
  Score: Raw -85748.127990 + Penalty 2192.965621 = -83555.162369
  nChanged 234
		SP:Iteration 1F (96809.040000 sec): 3 clusters
  Score: Raw -86014.925729 + Penalty 2192.965621 = -83821.960108
  nChanged 67
		SP:Iteration 2F (96809.190000 sec): 3 clusters
  Score: Raw -86118.212758 + Penalty 2192.965621 = -83925.247137
  nChanged 33
		SP:Iteration 3Q (96809.430000 sec): 3 clusters
  Score: Raw -86158.046189 + Penalty 2192.965621 = -83965.080567
  nChanged 20
		SP:Iteration 4Q (96809.630000 sec): 3 clusters
  Score: Raw -86184.767534 + Penalty 2192.965621 = -83991.801913
  nChanged 23
		SP:Iteration 5Q (96809.880000 sec): 3 clusters
  Score: Raw -86208.753476 + Penalty 2192.965621 = -84015.787855
  nChanged 9
		SP:Iteration 6Q (96810.070000 sec): 3 clusters
  Score: Raw -86214.476686 + Penalty 2192.965621 = -84021.511065
  nChanged 7
		SP:Iteration 7Q (96810.330000 sec): 3 clusters
  Score: Raw -86223.676963 + Penalty 2192.965621 = -84030.711342
  nChanged 3
		SP:Iteration 8Q (96810.510000 sec): 3 clusters
  Score: Raw -86231.724114 + Penalty 2192.965621 = -84038.758492
  nChanged 6
		SP:Iteration 9Q (96810.720000 sec): 3 clusters
  Score: Raw -86240.719738 + Penalty 2192.965621 = -84047.754116
  nChanged 9
		SP:Iteration 10Q (96810.900000 sec): 3 clusters
  Score: Raw -86254.810855 + Penalty 2192.965621 = -84061.845234
  nChanged 6
		SP:Iteration 11Q (96811.110000 sec): 3 clusters
  Score: Raw -86263.713890 + Penalty 2192.965621 = -84070.748269
  nChanged 5
		SP:Iteration 12Q (96811.330000 sec): 3 clusters
  Score: Raw -86270.078804 + Penalty 2192.965621 = -84077.113183
  nChanged 2
		SP:Iteration 13Q (96811.490000 sec): 3 clusters
  Score: Raw -86272.097977 + Penalty 2192.965621 = -84079.132356
  nChanged 1
		SP:Iteration 14Q (96811.680000 sec): 3 clusters
  Score: Raw -86272.541238 + Penalty 2192.965621 = -84079.575617
  nChanged 1
		SP:Iteration 15Q (96811.880000 sec): 3 clusters
  Score: Raw -86274.038464 + Penalty 2192.965621 = -84081.072843
  nChanged 2
		SP:Iteration 16Q (96812.070000 sec): 3 clusters
  Score: Raw -86275.228144 + Penalty 2192.965621 = -84082.262523
  nChanged 0
		SP:Iteration 17F (96812.210000 sec): 3 clusters
  Score: Raw -86275.228144 + Penalty 2192.965621 = -84082.262523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96812.370000 sec): 2 clusters
  Score: Raw -1665403.437907 + Penalty 1574.260022 = -1663829.177886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96812.630000 sec): 3 clusters
  Score: Raw -1655771.884339 + Penalty 3148.520043 = -1652623.364296
  nChanged 7202
		SP:Iteration 1F (96812.880000 sec): 3 clusters
  Score: Raw -1659943.388339 + Penalty 3148.520043 = -1656794.868296
  nChanged 1103
		SP:Iteration 2F (96813.130000 sec): 3 clusters
  Score: Raw -1660564.588547 + Penalty 3148.520043 = -1657416.068504
  nChanged 1123
		SP:Iteration 3F (96813.390000 sec): 3 clusters
  Score: Raw -1661291.076857 + Penalty 3148.520043 = -1658142.556814
  nChanged 1132
		SP:Iteration 4F (96813.650000 sec): 3 clusters
  Score: Raw -1662026.866585 + Penalty 3148.520043 = -1658878.346542
  nChanged 1010
		SP:Iteration 5F (96813.920000 sec): 3 clusters
  Score: Raw -1662685.074563 + Penalty 3148.520043 = -1659536.554520
  nChanged 878
		SP:Iteration 6F (96814.150000 sec): 3 clusters
  Score: Raw -1663211.598305 + Penalty 3148.520043 = -1660063.078262
  nChanged 735
		SP:Iteration 7Q (96814.420000 sec): 3 clusters
  Score: Raw -1663594.739493 + Penalty 3148.520043 = -1660446.219449
  nChanged 579
		SP:Iteration 8Q (96814.680000 sec): 3 clusters
  Score: Raw -1663859.597235 + Penalty 3148.520043 = -1660711.077191
  nChanged 476
		SP:Iteration 9Q (96814.970000 sec): 3 clusters
  Score: Raw -1664070.360339 + Penalty 3148.520043 = -1660921.840295
  nChanged 415
		SP:Iteration 10Q (96815.240000 sec): 3 clusters
  Score: Raw -1664252.600300 + Penalty 3148.520043 = -1661104.080257
  nChanged 336
		SP:Iteration 11Q (96815.500000 sec): 3 clusters
  Score: Raw -1664382.109811 + Penalty 3148.520043 = -1661233.589767
  nChanged 255
		SP:Iteration 12Q (96815.790000 sec): 3 clusters
  Score: Raw -1664477.173612 + Penalty 3148.520043 = -1661328.653569
  nChanged 232
		SP:Iteration 13Q (96815.990000 sec): 3 clusters
  Score: Raw -1664573.487084 + Penalty 3148.520043 = -1661424.967041
  nChanged 224
		SP:Iteration 14Q (96816.230000 sec): 3 clusters
  Score: Raw -1664671.624792 + Penalty 3148.520043 = -1661523.104749
  nChanged 214
		SP:Iteration 15Q (96816.530000 sec): 3 clusters
  Score: Raw -1664766.297877 + Penalty 3148.520043 = -1661617.777834
  nChanged 200
		SP:Iteration 16Q (96816.780000 sec): 3 clusters
  Score: Raw -1664852.828626 + Penalty 3148.520043 = -1661704.308583
  nChanged 192
		SP:Iteration 17Q (96817.030000 sec): 3 clusters
  Score: Raw -1664944.070386 + Penalty 3148.520043 = -1661795.550343
  nChanged 181
		SP:Iteration 18Q (96817.270000 sec): 3 clusters
  Score: Raw -1665042.985053 + Penalty 3148.520043 = -1661894.465010
  nChanged 192
		SP:Iteration 19Q (96817.530000 sec): 3 clusters
  Score: Raw -1665154.245861 + Penalty 3148.520043 = -1662005.725818
  nChanged 133
		SP:Iteration 20F (96817.770000 sec): 3 clusters
  Score: Raw -1665227.767332 + Penalty 3148.520043 = -1662079.247288
  nChanged 115
		SP:Iteration 21Q (96818.010000 sec): 3 clusters
  Score: Raw -1665301.176797 + Penalty 3148.520043 = -1662152.656754
  nChanged 107
		SP:Iteration 22Q (96818.250000 sec): 3 clusters
  Score: Raw -1665375.898154 + Penalty 3148.520043 = -1662227.378111
  nChanged 94
		SP:Iteration 23Q (96818.520000 sec): 3 clusters
  Score: Raw -1665431.567952 + Penalty 3148.520043 = -1662283.047908
  nChanged 73
		SP:Iteration 24Q (96818.750000 sec): 3 clusters
  Score: Raw -1665474.772623 + Penalty 3148.520043 = -1662326.252580
  nChanged 67
		SP:Iteration 25Q (96819.000000 sec): 3 clusters
  Score: Raw -1665525.058330 + Penalty 3148.520043 = -1662376.538286
  nChanged 54
		SP:Iteration 26Q (96819.240000 sec): 3 clusters
  Score: Raw -1665559.975823 + Penalty 3148.520043 = -1662411.455780
  nChanged 39
		SP:Iteration 27Q (96819.480000 sec): 3 clusters
  Score: Raw -1665587.369481 + Penalty 3148.520043 = -1662438.849438
  nChanged 42
		SP:Iteration 28Q (96819.710000 sec): 3 clusters
  Score: Raw -1665613.726307 + Penalty 3148.520043 = -1662465.206263
  nChanged 33
		SP:Iteration 29Q (96819.950000 sec): 3 clusters
  Score: Raw -1665634.227209 + Penalty 3148.520043 = -1662485.707165
  nChanged 30
		SP:Iteration 30Q (96820.180000 sec): 3 clusters
  Score: Raw -1665649.729001 + Penalty 3148.520043 = -1662501.208958
  nChanged 25
		SP:Iteration 31Q (96820.420000 sec): 3 clusters
  Score: Raw -1665661.240318 + Penalty 3148.520043 = -1662512.720275
  nChanged 20
		SP:Iteration 32Q (96820.650000 sec): 3 clusters
  Score: Raw -1665676.437803 + Penalty 3148.520043 = -1662527.917759
  nChanged 18
		SP:Iteration 33Q (96820.850000 sec): 3 clusters
  Score: Raw -1665687.075683 + Penalty 3148.520043 = -1662538.555640
  nChanged 17
		SP:Iteration 34Q (96821.030000 sec): 3 clusters
  Score: Raw -1665692.650226 + Penalty 3148.520043 = -1662544.130183
  nChanged 8
		SP:Iteration 35Q (96821.260000 sec): 3 clusters
  Score: Raw -1665695.623769 + Penalty 3148.520043 = -1662547.103726
  nChanged 7
		SP:Iteration 36Q (96821.480000 sec): 3 clusters
  Score: Raw -1665698.023934 + Penalty 3148.520043 = -1662549.503891
  nChanged 2
		SP:Iteration 37Q (96821.720000 sec): 3 clusters
  Score: Raw -1665698.592531 + Penalty 3148.520043 = -1662550.072487
  nChanged 4
		SP:Iteration 38Q (96821.910000 sec): 3 clusters
  Score: Raw -1665700.115503 + Penalty 3148.520043 = -1662551.595459
  nChanged 2
		SP:Iteration 39Q (96822.140000 sec): 3 clusters
  Score: Raw -1665701.205970 + Penalty 3148.520043 = -1662552.685926
  nChanged 3
		SP:Iteration 40F (96822.390000 sec): 3 clusters
  Score: Raw -1665702.756157 + Penalty 3148.520043 = -1662554.236114
  nChanged 5
		SP:Iteration 41Q (96822.660000 sec): 3 clusters
  Score: Raw -1665706.401961 + Penalty 3148.520043 = -1662557.881917
  nChanged 9
		SP:Iteration 42Q (96822.880000 sec): 3 clusters
  Score: Raw -1665712.065430 + Penalty 3148.520043 = -1662563.545387
  nChanged 14
		SP:Iteration 43Q (96823.120000 sec): 3 clusters
  Score: Raw -1665719.671163 + Penalty 3148.520043 = -1662571.151120
  nChanged 10
		SP:Iteration 44Q (96823.390000 sec): 3 clusters
  Score: Raw -1665723.233146 + Penalty 3148.520043 = -1662574.713103
  nChanged 4
		SP:Iteration 45Q (96823.620000 sec): 3 clusters
  Score: Raw -1665724.597561 + Penalty 3148.520043 = -1662576.077517
  nChanged 5
		SP:Iteration 46Q (96823.860000 sec): 3 clusters
  Score: Raw -1665726.680187 + Penalty 3148.520043 = -1662578.160143
  nChanged 2
		SP:Iteration 47Q (96824.110000 sec): 3 clusters
  Score: Raw -1665727.610314 + Penalty 3148.520043 = -1662579.090271
  nChanged 3
		SP:Iteration 48Q (96824.360000 sec): 3 clusters
  Score: Raw -1665728.311098 + Penalty 3148.520043 = -1662579.791055
  nChanged 1
		SP:Iteration 49Q (96824.650000 sec): 3 clusters
  Score: Raw -1665728.509374 + Penalty 3148.520043 = -1662579.989331
  nChanged 1
		SP:Iteration 50Q (96824.900000 sec): 3 clusters
  Score: Raw -1665728.873214 + Penalty 3148.520043 = -1662580.353171
  nChanged 1
		SP:Iteration 51Q (96825.160000 sec): 3 clusters
  Score: Raw -1665729.129555 + Penalty 3148.520043 = -1662580.609512
  nChanged 0
		SP:Iteration 52F (96825.380000 sec): 3 clusters
  Score: Raw -1665729.129555 + Penalty 3148.520043 = -1662580.609512
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96825.490000 sec): 2 clusters
  Score: Raw -92603.076292 + Penalty 1102.657992 = -91500.418300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96825.720000 sec): 3 clusters
  Score: Raw -92376.180155 + Penalty 2205.315985 = -90170.864170
  nChanged 257
		SP:Iteration 1F (96825.920000 sec): 3 clusters
  Score: Raw -92681.121141 + Penalty 2205.315985 = -90475.805156
  nChanged 80
		SP:Iteration 2F (96826.100000 sec): 3 clusters
  Score: Raw -92847.119320 + Penalty 2205.315985 = -90641.803336
  nChanged 49
		SP:Iteration 3F (96826.350000 sec): 3 clusters
  Score: Raw -92956.889326 + Penalty 2205.315985 = -90751.573342
  nChanged 45
		SP:Iteration 4F (96826.550000 sec): 3 clusters
  Score: Raw -93083.656889 + Penalty 2205.315985 = -90878.340905
  nChanged 49
		SP:Iteration 5F (96826.730000 sec): 3 clusters
  Score: Raw -93186.029112 + Penalty 2205.315985 = -90980.713127
  nChanged 33
		SP:Iteration 6Q (96826.910000 sec): 3 clusters
  Score: Raw -93243.452069 + Penalty 2205.315985 = -91038.136084
  nChanged 20
		SP:Iteration 7Q (96827.140000 sec): 3 clusters
  Score: Raw -93274.638717 + Penalty 2205.315985 = -91069.322732
  nChanged 15
		SP:Iteration 8Q (96827.330000 sec): 3 clusters
  Score: Raw -93298.123514 + Penalty 2205.315985 = -91092.807529
  nChanged 6
		SP:Iteration 9Q (96827.500000 sec): 3 clusters
  Score: Raw -93309.233672 + Penalty 2205.315985 = -91103.917687
  nChanged 8
		SP:Iteration 10Q (96827.680000 sec): 3 clusters
  Score: Raw -93319.926883 + Penalty 2205.315985 = -91114.610899
  nChanged 5
		SP:Iteration 11Q (96827.850000 sec): 3 clusters
  Score: Raw -93324.338088 + Penalty 2205.315985 = -91119.022103
  nChanged 1
		SP:Iteration 12Q (96828.060000 sec): 3 clusters
  Score: Raw -93324.822410 + Penalty 2205.315985 = -91119.506425
  nChanged 1
		SP:Iteration 13Q (96828.280000 sec): 3 clusters
  Score: Raw -93325.472426 + Penalty 2205.315985 = -91120.156441
  nChanged 2
		SP:Iteration 14Q (96828.480000 sec): 3 clusters
  Score: Raw -93326.800761 + Penalty 2205.315985 = -91121.484776
  nChanged 1
		SP:Iteration 15Q (96828.640000 sec): 3 clusters
  Score: Raw -93327.488870 + Penalty 2205.315985 = -91122.172885
  nChanged 1
		SP:Iteration 16Q (96828.800000 sec): 3 clusters
  Score: Raw -93327.866484 + Penalty 2205.315985 = -91122.550499
  nChanged 0
		SP:Iteration 17F (96828.980000 sec): 3 clusters
  Score: Raw -93327.866484 + Penalty 2205.315985 = -91122.550499
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96829.100000 sec): 2 clusters
  Score: Raw -479826.927060 + Penalty 1390.947643 = -478435.979417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96829.300000 sec): 3 clusters
  Score: Raw -477077.922250 + Penalty 2781.895286 = -474296.026964
  nChanged 2129
		SP:Iteration 1F (96829.490000 sec): 3 clusters
  Score: Raw -478352.669022 + Penalty 2781.895286 = -475570.773736
  nChanged 471
		SP:Iteration 2F (96829.760000 sec): 3 clusters
  Score: Raw -478678.560267 + Penalty 2781.895286 = -475896.664981
  nChanged 331
		SP:Iteration 3F (96829.940000 sec): 3 clusters
  Score: Raw -478879.277635 + Penalty 2781.895286 = -476097.382349
  nChanged 268
		SP:Iteration 4F (96830.150000 sec): 3 clusters
  Score: Raw -479047.921434 + Penalty 2781.895286 = -476266.026148
  nChanged 238
		SP:Iteration 5Q (96830.380000 sec): 3 clusters
  Score: Raw -479194.415605 + Penalty 2781.895286 = -476412.520319
  nChanged 208
		SP:Iteration 6Q (96830.610000 sec): 3 clusters
  Score: Raw -479318.166755 + Penalty 2781.895286 = -476536.271469
  nChanged 160
		SP:Iteration 7Q (96830.810000 sec): 3 clusters
  Score: Raw -479413.491061 + Penalty 2781.895286 = -476631.595775
  nChanged 142
		SP:Iteration 8Q (96831.040000 sec): 3 clusters
  Score: Raw -479487.423868 + Penalty 2781.895286 = -476705.528582
  nChanged 128
		SP:Iteration 9Q (96831.220000 sec): 3 clusters
  Score: Raw -479549.471579 + Penalty 2781.895286 = -476767.576293
  nChanged 100
		SP:Iteration 10Q (96831.410000 sec): 3 clusters
  Score: Raw -479602.662492 + Penalty 2781.895286 = -476820.767206
  nChanged 88
		SP:Iteration 11Q (96831.600000 sec): 3 clusters
  Score: Raw -479640.386830 + Penalty 2781.895286 = -476858.491545
  nChanged 83
		SP:Iteration 12Q (96831.820000 sec): 3 clusters
  Score: Raw -479680.703685 + Penalty 2781.895286 = -476898.808400
  nChanged 83
		SP:Iteration 13Q (96832.010000 sec): 3 clusters
  Score: Raw -479727.955315 + Penalty 2781.895286 = -476946.060029
  nChanged 90
		SP:Iteration 14Q (96832.240000 sec): 3 clusters
  Score: Raw -479775.598211 + Penalty 2781.895286 = -476993.702925
  nChanged 70
		SP:Iteration 15Q (96832.440000 sec): 3 clusters
  Score: Raw -479807.762268 + Penalty 2781.895286 = -477025.866982
  nChanged 63
		SP:Iteration 16Q (96832.630000 sec): 3 clusters
  Score: Raw -479838.610164 + Penalty 2781.895286 = -477056.714878
  nChanged 64
		SP:Iteration 17Q (96832.840000 sec): 3 clusters
  Score: Raw -479873.507581 + Penalty 2781.895286 = -477091.612295
  nChanged 61
		SP:Iteration 18Q (96833.010000 sec): 3 clusters
  Score: Raw -479896.662470 + Penalty 2781.895286 = -477114.767184
  nChanged 49
		SP:Iteration 19Q (96833.200000 sec): 3 clusters
  Score: Raw -479916.137297 + Penalty 2781.895286 = -477134.242011
  nChanged 48
		SP:Iteration 20F (96833.400000 sec): 3 clusters
  Score: Raw -479937.312868 + Penalty 2781.895286 = -477155.417582
  nChanged 45
		SP:Iteration 21Q (96833.610000 sec): 3 clusters
  Score: Raw -479962.086697 + Penalty 2781.895286 = -477180.191411
  nChanged 57
		SP:Iteration 22Q (96833.800000 sec): 3 clusters
  Score: Raw -479989.796766 + Penalty 2781.895286 = -477207.901480
  nChanged 50
		SP:Iteration 23Q (96834.040000 sec): 3 clusters
  Score: Raw -480014.226432 + Penalty 2781.895286 = -477232.331146
  nChanged 35
		SP:Iteration 24Q (96834.260000 sec): 3 clusters
  Score: Raw -480033.862652 + Penalty 2781.895286 = -477251.967366
  nChanged 40
		SP:Iteration 25Q (96834.460000 sec): 3 clusters
  Score: Raw -480055.174677 + Penalty 2781.895286 = -477273.279391
  nChanged 44
		SP:Iteration 26Q (96834.640000 sec): 3 clusters
  Score: Raw -480080.001786 + Penalty 2781.895286 = -477298.106500
  nChanged 28
		SP:Iteration 27Q (96834.830000 sec): 3 clusters
  Score: Raw -480092.644523 + Penalty 2781.895286 = -477310.749237
  nChanged 24
		SP:Iteration 28Q (96835.060000 sec): 3 clusters
  Score: Raw -480102.673446 + Penalty 2781.895286 = -477320.778160
  nChanged 25
		SP:Iteration 29Q (96835.290000 sec): 3 clusters
  Score: Raw -480114.519953 + Penalty 2781.895286 = -477332.624667
  nChanged 21
		SP:Iteration 30Q (96835.460000 sec): 3 clusters
  Score: Raw -480126.939249 + Penalty 2781.895286 = -477345.043963
  nChanged 18
		SP:Iteration 31Q (96835.710000 sec): 3 clusters
  Score: Raw -480141.871495 + Penalty 2781.895286 = -477359.976209
  nChanged 25
		SP:Iteration 32Q (96835.900000 sec): 3 clusters
  Score: Raw -480154.119251 + Penalty 2781.895286 = -477372.223965
  nChanged 18
		SP:Iteration 33Q (96836.090000 sec): 3 clusters
  Score: Raw -480165.143703 + Penalty 2781.895286 = -477383.248417
  nChanged 18
		SP:Iteration 34Q (96836.290000 sec): 3 clusters
  Score: Raw -480175.094458 + Penalty 2781.895286 = -477393.199172
  nChanged 20
		SP:Iteration 35Q (96836.530000 sec): 3 clusters
  Score: Raw -480185.181048 + Penalty 2781.895286 = -477403.285762
  nChanged 20
		SP:Iteration 36Q (96836.710000 sec): 3 clusters
  Score: Raw -480191.719210 + Penalty 2781.895286 = -477409.823924
  nChanged 17
		SP:Iteration 37Q (96836.940000 sec): 3 clusters
  Score: Raw -480197.978404 + Penalty 2781.895286 = -477416.083118
  nChanged 14
		SP:Iteration 38Q (96837.100000 sec): 3 clusters
  Score: Raw -480203.589744 + Penalty 2781.895286 = -477421.694458
  nChanged 11
		SP:Iteration 39Q (96837.310000 sec): 3 clusters
  Score: Raw -480208.044340 + Penalty 2781.895286 = -477426.149054
  nChanged 9
		SP:Iteration 40F (96837.490000 sec): 3 clusters
  Score: Raw -480211.210137 + Penalty 2781.895286 = -477429.314851
  nChanged 10
		SP:Iteration 41Q (96837.690000 sec): 3 clusters
  Score: Raw -480216.628540 + Penalty 2781.895286 = -477434.733254
  nChanged 9
		SP:Iteration 42Q (96837.860000 sec): 3 clusters
  Score: Raw -480220.690062 + Penalty 2781.895286 = -477438.794776
  nChanged 10
		SP:Iteration 43Q (96838.040000 sec): 3 clusters
  Score: Raw -480225.269358 + Penalty 2781.895286 = -477443.374072
  nChanged 8
		SP:Iteration 44Q (96838.250000 sec): 3 clusters
  Score: Raw -480229.580408 + Penalty 2781.895286 = -477447.685122
  nChanged 11
		SP:Iteration 45Q (96838.470000 sec): 3 clusters
  Score: Raw -480234.153735 + Penalty 2781.895286 = -477452.258449
  nChanged 13
		SP:Iteration 46Q (96838.670000 sec): 3 clusters
  Score: Raw -480238.749182 + Penalty 2781.895286 = -477456.853896
  nChanged 6
		SP:Iteration 47Q (96838.850000 sec): 3 clusters
  Score: Raw -480241.142641 + Penalty 2781.895286 = -477459.247355
  nChanged 6
		SP:Iteration 48Q (96839.040000 sec): 3 clusters
  Score: Raw -480243.925375 + Penalty 2781.895286 = -477462.030089
  nChanged 4
		SP:Iteration 49Q (96839.240000 sec): 3 clusters
  Score: Raw -480245.028448 + Penalty 2781.895286 = -477463.133162
  nChanged 3
		SP:Iteration 50Q (96839.410000 sec): 3 clusters
  Score: Raw -480246.205972 + Penalty 2781.895286 = -477464.310686
  nChanged 2
		SP:Iteration 51Q (96839.590000 sec): 3 clusters
  Score: Raw -480246.893528 + Penalty 2781.895286 = -477464.998242
  nChanged 1
		SP:Iteration 52Q (96839.800000 sec): 3 clusters
  Score: Raw -480247.333539 + Penalty 2781.895286 = -477465.438253
  nChanged 2
		SP:Iteration 53Q (96839.940000 sec): 3 clusters
  Score: Raw -480248.277523 + Penalty 2781.895286 = -477466.382237
  nChanged 5
		SP:Iteration 54Q (96840.160000 sec): 3 clusters
  Score: Raw -480250.042600 + Penalty 2781.895286 = -477468.147314
  nChanged 2
		SP:Iteration 55Q (96840.340000 sec): 3 clusters
  Score: Raw -480250.860346 + Penalty 2781.895286 = -477468.965060
  nChanged 1
		SP:Iteration 56Q (96840.560000 sec): 3 clusters
  Score: Raw -480251.035585 + Penalty 2781.895286 = -477469.140299
  nChanged 1
		SP:Iteration 57Q (96840.740000 sec): 3 clusters
  Score: Raw -480251.136791 + Penalty 2781.895286 = -477469.241505
  nChanged 1
		SP:Iteration 58Q (96840.950000 sec): 3 clusters
  Score: Raw -480251.443057 + Penalty 2781.895286 = -477469.547772
  nChanged 1
		SP:Iteration 59Q (96841.160000 sec): 3 clusters
  Score: Raw -480251.684520 + Penalty 2781.895286 = -477469.789234
  nChanged 0
		SP:Iteration 60F (96841.350000 sec): 3 clusters
  Score: Raw -480251.684520 + Penalty 2781.895286 = -477469.789234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96841.440000 sec): 2 clusters
  Score: Raw -607671.727110 + Penalty 1410.388207 = -606261.338903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96841.670000 sec): 3 clusters
  Score: Raw -604596.216505 + Penalty 2820.776413 = -601775.440092
  nChanged 2367
		SP:Iteration 1F (96841.870000 sec): 3 clusters
  Score: Raw -605874.332879 + Penalty 2820.776413 = -603053.556466
  nChanged 444
		SP:Iteration 2F (96842.050000 sec): 3 clusters
  Score: Raw -606172.304496 + Penalty 2820.776413 = -603351.528083
  nChanged 432
		SP:Iteration 3F (96842.240000 sec): 3 clusters
  Score: Raw -606517.003391 + Penalty 2820.776413 = -603696.226977
  nChanged 433
		SP:Iteration 4F (96842.420000 sec): 3 clusters
  Score: Raw -606875.867088 + Penalty 2820.776413 = -604055.090675
  nChanged 383
		SP:Iteration 5F (96842.640000 sec): 3 clusters
  Score: Raw -607157.913308 + Penalty 2820.776413 = -604337.136894
  nChanged 281
		SP:Iteration 6Q (96842.880000 sec): 3 clusters
  Score: Raw -607322.094304 + Penalty 2820.776413 = -604501.317891
  nChanged 213
		SP:Iteration 7Q (96843.060000 sec): 3 clusters
  Score: Raw -607435.883972 + Penalty 2820.776413 = -604615.107559
  nChanged 189
		SP:Iteration 8Q (96843.280000 sec): 3 clusters
  Score: Raw -607531.038200 + Penalty 2820.776413 = -604710.261787
  nChanged 152
		SP:Iteration 9Q (96843.460000 sec): 3 clusters
  Score: Raw -607594.049992 + Penalty 2820.776413 = -604773.273579
  nChanged 95
		SP:Iteration 10Q (96843.670000 sec): 3 clusters
  Score: Raw -607626.675247 + Penalty 2820.776413 = -604805.898834
  nChanged 66
		SP:Iteration 11Q (96843.920000 sec): 3 clusters
  Score: Raw -607644.924399 + Penalty 2820.776413 = -604824.147986
  nChanged 44
		SP:Iteration 12Q (96844.180000 sec): 3 clusters
  Score: Raw -607656.848764 + Penalty 2820.776413 = -604836.072350
  nChanged 45
		SP:Iteration 13Q (96844.360000 sec): 3 clusters
  Score: Raw -607670.460989 + Penalty 2820.776413 = -604849.684576
  nChanged 48
		SP:Iteration 14Q (96844.560000 sec): 3 clusters
  Score: Raw -607686.111272 + Penalty 2820.776413 = -604865.334859
  nChanged 42
		SP:Iteration 15Q (96844.860000 sec): 3 clusters
  Score: Raw -607699.754271 + Penalty 2820.776413 = -604878.977858
  nChanged 42
		SP:Iteration 16Q (96845.060000 sec): 3 clusters
  Score: Raw -607713.734792 + Penalty 2820.776413 = -604892.958379
  nChanged 36
		SP:Iteration 17Q (96845.310000 sec): 3 clusters
  Score: Raw -607725.389151 + Penalty 2820.776413 = -604904.612738
  nChanged 30
		SP:Iteration 18Q (96845.570000 sec): 3 clusters
  Score: Raw -607735.335104 + Penalty 2820.776413 = -604914.558690
  nChanged 36
		SP:Iteration 19Q (96845.810000 sec): 3 clusters
  Score: Raw -607745.499547 + Penalty 2820.776413 = -604924.723133
  nChanged 35
		SP:Iteration 20F (96846.030000 sec): 3 clusters
  Score: Raw -607755.727473 + Penalty 2820.776413 = -604934.951060
  nChanged 38
		SP:Iteration 21Q (96846.240000 sec): 3 clusters
  Score: Raw -607766.481931 + Penalty 2820.776413 = -604945.705518
  nChanged 37
		SP:Iteration 22Q (96846.520000 sec): 3 clusters
  Score: Raw -607776.398885 + Penalty 2820.776413 = -604955.622472
  nChanged 31
		SP:Iteration 23Q (96846.710000 sec): 3 clusters
  Score: Raw -607784.903769 + Penalty 2820.776413 = -604964.127356
  nChanged 25
		SP:Iteration 24Q (96846.930000 sec): 3 clusters
  Score: Raw -607791.999310 + Penalty 2820.776413 = -604971.222897
  nChanged 27
		SP:Iteration 25Q (96847.180000 sec): 3 clusters
  Score: Raw -607799.605099 + Penalty 2820.776413 = -604978.828685
  nChanged 30
		SP:Iteration 26Q (96847.360000 sec): 3 clusters
  Score: Raw -607808.610561 + Penalty 2820.776413 = -604987.834148
  nChanged 28
		SP:Iteration 27Q (96847.590000 sec): 3 clusters
  Score: Raw -607817.290210 + Penalty 2820.776413 = -604996.513797
  nChanged 24
		SP:Iteration 28Q (96847.860000 sec): 3 clusters
  Score: Raw -607824.795789 + Penalty 2820.776413 = -605004.019376
  nChanged 18
		SP:Iteration 29Q (96848.060000 sec): 3 clusters
  Score: Raw -607831.337169 + Penalty 2820.776413 = -605010.560756
  nChanged 21
		SP:Iteration 30Q (96848.240000 sec): 3 clusters
  Score: Raw -607838.547808 + Penalty 2820.776413 = -605017.771395
  nChanged 18
		SP:Iteration 31Q (96848.440000 sec): 3 clusters
  Score: Raw -607843.469787 + Penalty 2820.776413 = -605022.693374
  nChanged 14
		SP:Iteration 32Q (96848.650000 sec): 3 clusters
  Score: Raw -607847.145223 + Penalty 2820.776413 = -605026.368810
  nChanged 13
		SP:Iteration 33Q (96848.830000 sec): 3 clusters
  Score: Raw -607851.021300 + Penalty 2820.776413 = -605030.244886
  nChanged 13
		SP:Iteration 34Q (96849.050000 sec): 3 clusters
  Score: Raw -607855.812062 + Penalty 2820.776413 = -605035.035649
  nChanged 12
		SP:Iteration 35Q (96849.210000 sec): 3 clusters
  Score: Raw -607859.084669 + Penalty 2820.776413 = -605038.308255
  nChanged 11
		SP:Iteration 36Q (96849.400000 sec): 3 clusters
  Score: Raw -607862.219843 + Penalty 2820.776413 = -605041.443429
  nChanged 9
		SP:Iteration 37Q (96849.630000 sec): 3 clusters
  Score: Raw -607865.413087 + Penalty 2820.776413 = -605044.636674
  nChanged 12
		SP:Iteration 38Q (96849.800000 sec): 3 clusters
  Score: Raw -607867.850436 + Penalty 2820.776413 = -605047.074022
  nChanged 8
		SP:Iteration 39Q (96849.970000 sec): 3 clusters
  Score: Raw -607869.458395 + Penalty 2820.776413 = -605048.681982
  nChanged 6
		SP:Iteration 40F (96850.150000 sec): 3 clusters
  Score: Raw -607870.753195 + Penalty 2820.776413 = -605049.976782
  nChanged 6
		SP:Iteration 41Q (96850.340000 sec): 3 clusters
  Score: Raw -607872.202731 + Penalty 2820.776413 = -605051.426318
  nChanged 3
		SP:Iteration 42Q (96850.510000 sec): 3 clusters
  Score: Raw -607872.679161 + Penalty 2820.776413 = -605051.902748
  nChanged 1
		SP:Iteration 43Q (96850.680000 sec): 3 clusters
  Score: Raw -607872.955001 + Penalty 2820.776413 = -605052.178587
  nChanged 4
		SP:Iteration 44Q (96850.910000 sec): 3 clusters
  Score: Raw -607873.885509 + Penalty 2820.776413 = -605053.109096
  nChanged 3
		SP:Iteration 45Q (96851.070000 sec): 3 clusters
  Score: Raw -607874.467368 + Penalty 2820.776413 = -605053.690954
  nChanged 0
		SP:Iteration 46F (96851.280000 sec): 3 clusters
  Score: Raw -607874.467368 + Penalty 2820.776413 = -605053.690954
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96851.370000 sec): 2 clusters
  Score: Raw -77833.010134 + Penalty 1079.404105 = -76753.606029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96851.590000 sec): 3 clusters
  Score: Raw -77629.206224 + Penalty 2158.808210 = -75470.398013
  nChanged 224
		SP:Iteration 1F (96851.780000 sec): 3 clusters
  Score: Raw -77894.229501 + Penalty 2158.808210 = -75735.421290
  nChanged 55
		SP:Iteration 2F (96851.930000 sec): 3 clusters
  Score: Raw -77958.826540 + Penalty 2158.808210 = -75800.018329
  nChanged 25
		SP:Iteration 3Q (96852.140000 sec): 3 clusters
  Score: Raw -77991.276096 + Penalty 2158.808210 = -75832.467885
  nChanged 17
		SP:Iteration 4Q (96852.310000 sec): 3 clusters
  Score: Raw -78016.083847 + Penalty 2158.808210 = -75857.275636
  nChanged 16
		SP:Iteration 5Q (96852.500000 sec): 3 clusters
  Score: Raw -78037.089794 + Penalty 2158.808210 = -75878.281583
  nChanged 20
		SP:Iteration 6Q (96852.690000 sec): 3 clusters
  Score: Raw -78062.030544 + Penalty 2158.808210 = -75903.222334
  nChanged 19
		SP:Iteration 7Q (96852.860000 sec): 3 clusters
  Score: Raw -78088.591640 + Penalty 2158.808210 = -75929.783429
  nChanged 14
		SP:Iteration 8Q (96853.040000 sec): 3 clusters
  Score: Raw -78116.958850 + Penalty 2158.808210 = -75958.150639
  nChanged 12
		SP:Iteration 9Q (96853.210000 sec): 3 clusters
  Score: Raw -78129.820439 + Penalty 2158.808210 = -75971.012228
  nChanged 10
		SP:Iteration 10Q (96853.390000 sec): 3 clusters
  Score: Raw -78141.986726 + Penalty 2158.808210 = -75983.178516
  nChanged 10
		SP:Iteration 11Q (96853.570000 sec): 3 clusters
  Score: Raw -78159.860348 + Penalty 2158.808210 = -76001.052138
  nChanged 11
		SP:Iteration 12Q (96853.800000 sec): 3 clusters
  Score: Raw -78176.125403 + Penalty 2158.808210 = -76017.317193
  nChanged 10
		SP:Iteration 13Q (96853.960000 sec): 3 clusters
  Score: Raw -78201.020710 + Penalty 2158.808210 = -76042.212500
  nChanged 14
		SP:Iteration 14Q (96854.150000 sec): 3 clusters
  Score: Raw -78227.146697 + Penalty 2158.808210 = -76068.338486
  nChanged 19
		SP:Iteration 15Q (96854.310000 sec): 3 clusters
  Score: Raw -78272.762454 + Penalty 2158.808210 = -76113.954243
  nChanged 18
		SP:Iteration 16Q (96854.490000 sec): 3 clusters
  Score: Raw -78345.679021 + Penalty 2158.808210 = -76186.870811
  nChanged 26
		SP:Iteration 17Q (96854.670000 sec): 3 clusters
  Score: Raw -78552.849890 + Penalty 2158.808210 = -76394.041679
  nChanged 37
		SP:Iteration 18Q (96854.830000 sec): 3 clusters
  Score: Raw -78816.130043 + Penalty 2158.808210 = -76657.321833
  nChanged 36
		SP:Iteration 19Q (96855.040000 sec): 3 clusters
  Score: Raw -78954.269413 + Penalty 2158.808210 = -76795.461203
  nChanged 24
		SP:Iteration 20F (96855.190000 sec): 3 clusters
  Score: Raw -79037.548795 + Penalty 2158.808210 = -76878.740585
  nChanged 16
		SP:Iteration 21Q (96855.390000 sec): 3 clusters
  Score: Raw -79116.394493 + Penalty 2158.808210 = -76957.586282
  nChanged 8
		SP:Iteration 22Q (96855.540000 sec): 3 clusters
  Score: Raw -79157.632907 + Penalty 2158.808210 = -76998.824697
  nChanged 1
		SP:Iteration 23Q (96855.680000 sec): 3 clusters
  Score: Raw -79159.405765 + Penalty 2158.808210 = -77000.597554
  nChanged 0
		SP:Iteration 24F (96855.870000 sec): 3 clusters
  Score: Raw -79159.405765 + Penalty 2158.808210 = -77000.597554
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96855.990000 sec): 2 clusters
  Score: Raw -410927.199796 + Penalty 1349.600985 = -409577.598812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96856.180000 sec): 3 clusters
  Score: Raw -408944.516187 + Penalty 2699.201970 = -406245.314217
  nChanged 1574
		SP:Iteration 1F (96856.360000 sec): 3 clusters
  Score: Raw -409847.238494 + Penalty 2699.201970 = -407148.036525
  nChanged 291
		SP:Iteration 2F (96856.590000 sec): 3 clusters
  Score: Raw -410025.791766 + Penalty 2699.201970 = -407326.589796
  nChanged 229
		SP:Iteration 3F (96856.730000 sec): 3 clusters
  Score: Raw -410153.551999 + Penalty 2699.201970 = -407454.350029
  nChanged 163
		SP:Iteration 4Q (96856.930000 sec): 3 clusters
  Score: Raw -410238.888457 + Penalty 2699.201970 = -407539.686487
  nChanged 151
		SP:Iteration 5Q (96857.100000 sec): 3 clusters
  Score: Raw -410314.615525 + Penalty 2699.201970 = -407615.413556
  nChanged 126
		SP:Iteration 6Q (96857.310000 sec): 3 clusters
  Score: Raw -410381.321713 + Penalty 2699.201970 = -407682.119744
  nChanged 130
		SP:Iteration 7Q (96857.510000 sec): 3 clusters
  Score: Raw -410455.594375 + Penalty 2699.201970 = -407756.392406
  nChanged 120
		SP:Iteration 8Q (96857.710000 sec): 3 clusters
  Score: Raw -410519.545866 + Penalty 2699.201970 = -407820.343897
  nChanged 116
		SP:Iteration 9Q (96857.910000 sec): 3 clusters
  Score: Raw -410598.627588 + Penalty 2699.201970 = -407899.425619
  nChanged 118
		SP:Iteration 10Q (96858.090000 sec): 3 clusters
  Score: Raw -410686.609146 + Penalty 2699.201970 = -407987.407176
  nChanged 121
		SP:Iteration 11Q (96858.340000 sec): 3 clusters
  Score: Raw -410765.348169 + Penalty 2699.201970 = -408066.146200
  nChanged 121
		SP:Iteration 12Q (96858.530000 sec): 3 clusters
  Score: Raw -410853.221603 + Penalty 2699.201970 = -408154.019633
  nChanged 116
		SP:Iteration 13Q (96858.760000 sec): 3 clusters
  Score: Raw -410939.557740 + Penalty 2699.201970 = -408240.355771
  nChanged 94
		SP:Iteration 14Q (96858.960000 sec): 3 clusters
  Score: Raw -411010.734664 + Penalty 2699.201970 = -408311.532695
  nChanged 87
		SP:Iteration 15Q (96859.130000 sec): 3 clusters
  Score: Raw -411076.629169 + Penalty 2699.201970 = -408377.427199
  nChanged 78
		SP:Iteration 16Q (96859.370000 sec): 3 clusters
  Score: Raw -411139.085240 + Penalty 2699.201970 = -408439.883270
  nChanged 56
		SP:Iteration 17Q (96859.550000 sec): 3 clusters
  Score: Raw -411177.946682 + Penalty 2699.201970 = -408478.744713
  nChanged 46
		SP:Iteration 18Q (96859.780000 sec): 3 clusters
  Score: Raw -411210.451025 + Penalty 2699.201970 = -408511.249055
  nChanged 48
		SP:Iteration 19Q (96859.970000 sec): 3 clusters
  Score: Raw -411247.067621 + Penalty 2699.201970 = -408547.865652
  nChanged 39
		SP:Iteration 20F (96860.190000 sec): 3 clusters
  Score: Raw -411280.274140 + Penalty 2699.201970 = -408581.072171
  nChanged 43
		SP:Iteration 21Q (96860.370000 sec): 3 clusters
  Score: Raw -411303.781987 + Penalty 2699.201970 = -408604.580017
  nChanged 31
		SP:Iteration 22Q (96860.560000 sec): 3 clusters
  Score: Raw -411319.940929 + Penalty 2699.201970 = -408620.738959
  nChanged 30
		SP:Iteration 23Q (96860.730000 sec): 3 clusters
  Score: Raw -411334.866314 + Penalty 2699.201970 = -408635.664344
  nChanged 23
		SP:Iteration 24Q (96860.940000 sec): 3 clusters
  Score: Raw -411347.969388 + Penalty 2699.201970 = -408648.767418
  nChanged 16
		SP:Iteration 25Q (96861.140000 sec): 3 clusters
  Score: Raw -411357.736593 + Penalty 2699.201970 = -408658.534623
  nChanged 13
		SP:Iteration 26Q (96861.310000 sec): 3 clusters
  Score: Raw -411365.317894 + Penalty 2699.201970 = -408666.115924
  nChanged 10
		SP:Iteration 27Q (96861.510000 sec): 3 clusters
  Score: Raw -411369.563785 + Penalty 2699.201970 = -408670.361816
  nChanged 13
		SP:Iteration 28Q (96861.740000 sec): 3 clusters
  Score: Raw -411374.331806 + Penalty 2699.201970 = -408675.129836
  nChanged 13
		SP:Iteration 29Q (96861.930000 sec): 3 clusters
  Score: Raw -411379.205694 + Penalty 2699.201970 = -408680.003724
  nChanged 14
		SP:Iteration 30Q (96862.140000 sec): 3 clusters
  Score: Raw -411383.314123 + Penalty 2699.201970 = -408684.112154
  nChanged 7
		SP:Iteration 31Q (96862.340000 sec): 3 clusters
  Score: Raw -411387.815156 + Penalty 2699.201970 = -408688.613187
  nChanged 12
		SP:Iteration 32Q (96862.540000 sec): 3 clusters
  Score: Raw -411393.048542 + Penalty 2699.201970 = -408693.846572
  nChanged 6
		SP:Iteration 33Q (96862.760000 sec): 3 clusters
  Score: Raw -411395.937745 + Penalty 2699.201970 = -408696.735776
  nChanged 8
		SP:Iteration 34Q (96862.970000 sec): 3 clusters
  Score: Raw -411399.304141 + Penalty 2699.201970 = -408700.102171
  nChanged 10
		SP:Iteration 35Q (96863.170000 sec): 3 clusters
  Score: Raw -411403.759399 + Penalty 2699.201970 = -408704.557429
  nChanged 11
		SP:Iteration 36Q (96863.420000 sec): 3 clusters
  Score: Raw -411409.998865 + Penalty 2699.201970 = -408710.796895
  nChanged 7
		SP:Iteration 37Q (96863.600000 sec): 3 clusters
  Score: Raw -411413.138999 + Penalty 2699.201970 = -408713.937029
  nChanged 4
		SP:Iteration 38Q (96863.830000 sec): 3 clusters
  Score: Raw -411414.261991 + Penalty 2699.201970 = -408715.060022
  nChanged 2
		SP:Iteration 39Q (96864.040000 sec): 3 clusters
  Score: Raw -411414.609396 + Penalty 2699.201970 = -408715.407426
  nChanged 0
		SP:Iteration 40F (96864.250000 sec): 3 clusters
  Score: Raw -411414.609396 + Penalty 2699.201970 = -408715.407426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96864.350000 sec): 2 clusters
  Score: Raw -292817.276202 + Penalty 1293.949139 = -291523.327063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96864.580000 sec): 3 clusters
  Score: Raw -291509.266976 + Penalty 2587.898277 = -288921.368698
  nChanged 1055
		SP:Iteration 1F (96864.770000 sec): 3 clusters
  Score: Raw -292167.182946 + Penalty 2587.898277 = -289579.284669
  nChanged 221
		SP:Iteration 2F (96864.950000 sec): 3 clusters
  Score: Raw -292317.102200 + Penalty 2587.898277 = -289729.203923
  nChanged 153
		SP:Iteration 3F (96865.170000 sec): 3 clusters
  Score: Raw -292413.978457 + Penalty 2587.898277 = -289826.080180
  nChanged 103
		SP:Iteration 4Q (96865.340000 sec): 3 clusters
  Score: Raw -292484.891335 + Penalty 2587.898277 = -289896.993058
  nChanged 88
		SP:Iteration 5Q (96865.520000 sec): 3 clusters
  Score: Raw -292539.604001 + Penalty 2587.898277 = -289951.705724
  nChanged 92
		SP:Iteration 6Q (96865.690000 sec): 3 clusters
  Score: Raw -292603.444136 + Penalty 2587.898277 = -290015.545859
  nChanged 84
		SP:Iteration 7Q (96865.890000 sec): 3 clusters
  Score: Raw -292654.945701 + Penalty 2587.898277 = -290067.047423
  nChanged 61
		SP:Iteration 8Q (96866.070000 sec): 3 clusters
  Score: Raw -292690.668156 + Penalty 2587.898277 = -290102.769878
  nChanged 49
		SP:Iteration 9Q (96866.280000 sec): 3 clusters
  Score: Raw -292719.809829 + Penalty 2587.898277 = -290131.911552
  nChanged 42
		SP:Iteration 10Q (96866.550000 sec): 3 clusters
  Score: Raw -292744.123009 + Penalty 2587.898277 = -290156.224731
  nChanged 39
		SP:Iteration 11Q (96866.730000 sec): 3 clusters
  Score: Raw -292764.605012 + Penalty 2587.898277 = -290176.706735
  nChanged 31
		SP:Iteration 12Q (96866.900000 sec): 3 clusters
  Score: Raw -292781.123956 + Penalty 2587.898277 = -290193.225679
  nChanged 36
		SP:Iteration 13Q (96867.050000 sec): 3 clusters
  Score: Raw -292801.015089 + Penalty 2587.898277 = -290213.116812
  nChanged 32
		SP:Iteration 14Q (96867.230000 sec): 3 clusters
  Score: Raw -292819.924947 + Penalty 2587.898277 = -290232.026669
  nChanged 21
		SP:Iteration 15Q (96867.420000 sec): 3 clusters
  Score: Raw -292831.287902 + Penalty 2587.898277 = -290243.389625
  nChanged 22
		SP:Iteration 16Q (96867.590000 sec): 3 clusters
  Score: Raw -292842.083811 + Penalty 2587.898277 = -290254.185533
  nChanged 17
		SP:Iteration 17Q (96867.770000 sec): 3 clusters
  Score: Raw -292849.467292 + Penalty 2587.898277 = -290261.569014
  nChanged 14
		SP:Iteration 18Q (96867.930000 sec): 3 clusters
  Score: Raw -292856.163115 + Penalty 2587.898277 = -290268.264838
  nChanged 18
		SP:Iteration 19Q (96868.120000 sec): 3 clusters
  Score: Raw -292866.207692 + Penalty 2587.898277 = -290278.309415
  nChanged 16
		SP:Iteration 20F (96868.330000 sec): 3 clusters
  Score: Raw -292874.108451 + Penalty 2587.898277 = -290286.210174
  nChanged 14
		SP:Iteration 21Q (96868.510000 sec): 3 clusters
  Score: Raw -292881.344538 + Penalty 2587.898277 = -290293.446261
  nChanged 12
		SP:Iteration 22Q (96868.710000 sec): 3 clusters
  Score: Raw -292888.832541 + Penalty 2587.898277 = -290300.934263
  nChanged 16
		SP:Iteration 23Q (96868.900000 sec): 3 clusters
  Score: Raw -292897.780916 + Penalty 2587.898277 = -290309.882639
  nChanged 16
		SP:Iteration 24Q (96869.070000 sec): 3 clusters
  Score: Raw -292905.195600 + Penalty 2587.898277 = -290317.297323
  nChanged 16
		SP:Iteration 25Q (96869.250000 sec): 3 clusters
  Score: Raw -292912.607444 + Penalty 2587.898277 = -290324.709167
  nChanged 13
		SP:Iteration 26Q (96869.410000 sec): 3 clusters
  Score: Raw -292918.729507 + Penalty 2587.898277 = -290330.831230
  nChanged 12
		SP:Iteration 27Q (96869.590000 sec): 3 clusters
  Score: Raw -292923.457375 + Penalty 2587.898277 = -290335.559097
  nChanged 11
		SP:Iteration 28Q (96869.780000 sec): 3 clusters
  Score: Raw -292928.255135 + Penalty 2587.898277 = -290340.356858
  nChanged 4
		SP:Iteration 29Q (96869.950000 sec): 3 clusters
  Score: Raw -292928.661387 + Penalty 2587.898277 = -290340.763110
  nChanged 2
		SP:Iteration 30Q (96870.140000 sec): 3 clusters
  Score: Raw -292929.220119 + Penalty 2587.898277 = -290341.321842
  nChanged 3
		SP:Iteration 31Q (96870.290000 sec): 3 clusters
  Score: Raw -292930.157761 + Penalty 2587.898277 = -290342.259484
  nChanged 2
		SP:Iteration 32Q (96870.460000 sec): 3 clusters
  Score: Raw -292930.754658 + Penalty 2587.898277 = -290342.856380
  nChanged 1
		SP:Iteration 33Q (96870.640000 sec): 3 clusters
  Score: Raw -292930.952005 + Penalty 2587.898277 = -290343.053728
  nChanged 2
		SP:Iteration 34Q (96870.840000 sec): 3 clusters
  Score: Raw -292931.510766 + Penalty 2587.898277 = -290343.612489
  nChanged 2
		SP:Iteration 35Q (96871.050000 sec): 3 clusters
  Score: Raw -292931.860972 + Penalty 2587.898277 = -290343.962695
  nChanged 1
		SP:Iteration 36Q (96871.300000 sec): 3 clusters
  Score: Raw -292932.077169 + Penalty 2587.898277 = -290344.178891
  nChanged 2
		SP:Iteration 37Q (96871.430000 sec): 3 clusters
  Score: Raw -292932.804160 + Penalty 2587.898277 = -290344.905882
  nChanged 1
		SP:Iteration 38Q (96871.600000 sec): 3 clusters
  Score: Raw -292933.122807 + Penalty 2587.898277 = -290345.224529
  nChanged 0
		SP:Iteration 39F (96871.770000 sec): 3 clusters
  Score: Raw -292933.122807 + Penalty 2587.898277 = -290345.224529
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96871.920000 sec): 2 clusters
  Score: Raw -639351.316854 + Penalty 1436.028817 = -637915.288037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96872.070000 sec): 3 clusters
  Score: Raw -635628.576777 + Penalty 2872.057634 = -632756.519144
  nChanged 2883
		SP:Iteration 1F (96872.260000 sec): 3 clusters
  Score: Raw -637401.336485 + Penalty 2872.057634 = -634529.278851
  nChanged 602
		SP:Iteration 2F (96872.490000 sec): 3 clusters
  Score: Raw -637928.183363 + Penalty 2872.057634 = -635056.125730
  nChanged 575
		SP:Iteration 3F (96872.650000 sec): 3 clusters
  Score: Raw -638482.515703 + Penalty 2872.057634 = -635610.458069
  nChanged 511
		SP:Iteration 4F (96872.850000 sec): 3 clusters
  Score: Raw -638984.310267 + Penalty 2872.057634 = -636112.252633
  nChanged 402
		SP:Iteration 5F (96873.050000 sec): 3 clusters
  Score: Raw -639318.000374 + Penalty 2872.057634 = -636445.942740
  nChanged 325
		SP:Iteration 6Q (96873.270000 sec): 3 clusters
  Score: Raw -639570.190359 + Penalty 2872.057634 = -636698.132726
  nChanged 213
		SP:Iteration 7Q (96873.500000 sec): 3 clusters
  Score: Raw -639694.481627 + Penalty 2872.057634 = -636822.423994
  nChanged 136
		SP:Iteration 8Q (96873.690000 sec): 3 clusters
  Score: Raw -639757.295707 + Penalty 2872.057634 = -636885.238073
  nChanged 95
		SP:Iteration 9Q (96873.880000 sec): 3 clusters
  Score: Raw -639801.367954 + Penalty 2872.057634 = -636929.310321
  nChanged 80
		SP:Iteration 10Q (96874.050000 sec): 3 clusters
  Score: Raw -639838.348326 + Penalty 2872.057634 = -636966.290692
  nChanged 68
		SP:Iteration 11Q (96874.250000 sec): 3 clusters
  Score: Raw -639864.733284 + Penalty 2872.057634 = -636992.675650
  nChanged 58
		SP:Iteration 12Q (96874.430000 sec): 3 clusters
  Score: Raw -639882.360547 + Penalty 2872.057634 = -637010.302913
  nChanged 39
		SP:Iteration 13Q (96874.620000 sec): 3 clusters
  Score: Raw -639892.835673 + Penalty 2872.057634 = -637020.778039
  nChanged 29
		SP:Iteration 14Q (96874.790000 sec): 3 clusters
  Score: Raw -639899.532587 + Penalty 2872.057634 = -637027.474953
  nChanged 19
		SP:Iteration 15Q (96874.990000 sec): 3 clusters
  Score: Raw -639904.003176 + Penalty 2872.057634 = -637031.945543
  nChanged 19
		SP:Iteration 16Q (96875.200000 sec): 3 clusters
  Score: Raw -639908.268732 + Penalty 2872.057634 = -637036.211099
  nChanged 8
		SP:Iteration 17Q (96875.360000 sec): 3 clusters
  Score: Raw -639909.329331 + Penalty 2872.057634 = -637037.271697
  nChanged 6
		SP:Iteration 18Q (96875.570000 sec): 3 clusters
  Score: Raw -639910.225718 + Penalty 2872.057634 = -637038.168085
  nChanged 6
		SP:Iteration 19Q (96875.830000 sec): 3 clusters
  Score: Raw -639911.422006 + Penalty 2872.057634 = -637039.364372
  nChanged 6
		SP:Iteration 20F (96875.990000 sec): 3 clusters
  Score: Raw -639912.463247 + Penalty 2872.057634 = -637040.405613
  nChanged 9
		SP:Iteration 21Q (96876.180000 sec): 3 clusters
  Score: Raw -639914.520546 + Penalty 2872.057634 = -637042.462913
  nChanged 7
		SP:Iteration 22Q (96876.360000 sec): 3 clusters
  Score: Raw -639915.637599 + Penalty 2872.057634 = -637043.579965
  nChanged 7
		SP:Iteration 23Q (96876.600000 sec): 3 clusters
  Score: Raw -639916.918959 + Penalty 2872.057634 = -637044.861325
  nChanged 7
		SP:Iteration 24Q (96876.880000 sec): 3 clusters
  Score: Raw -639918.147730 + Penalty 2872.057634 = -637046.090096
  nChanged 10
		SP:Iteration 25Q (96877.090000 sec): 3 clusters
  Score: Raw -639919.271519 + Penalty 2872.057634 = -637047.213885
  nChanged 5
		SP:Iteration 26Q (96877.290000 sec): 3 clusters
  Score: Raw -639920.064927 + Penalty 2872.057634 = -637048.007293
  nChanged 7
		SP:Iteration 27Q (96877.510000 sec): 3 clusters
  Score: Raw -639921.499048 + Penalty 2872.057634 = -637049.441414
  nChanged 7
		SP:Iteration 28Q (96877.710000 sec): 3 clusters
  Score: Raw -639922.316796 + Penalty 2872.057634 = -637050.259162
  nChanged 4
		SP:Iteration 29Q (96877.880000 sec): 3 clusters
  Score: Raw -639923.551367 + Penalty 2872.057634 = -637051.493733
  nChanged 9
		SP:Iteration 30Q (96878.100000 sec): 3 clusters
  Score: Raw -639925.550463 + Penalty 2872.057634 = -637053.492829
  nChanged 3
		SP:Iteration 31Q (96878.320000 sec): 3 clusters
  Score: Raw -639926.066067 + Penalty 2872.057634 = -637054.008433
  nChanged 4
		SP:Iteration 32Q (96878.490000 sec): 3 clusters
  Score: Raw -639927.030235 + Penalty 2872.057634 = -637054.972602
  nChanged 6
		SP:Iteration 33Q (96878.710000 sec): 3 clusters
  Score: Raw -639927.944590 + Penalty 2872.057634 = -637055.886957
  nChanged 6
		SP:Iteration 34Q (96878.910000 sec): 3 clusters
  Score: Raw -639928.510180 + Penalty 2872.057634 = -637056.452546
  nChanged 4
		SP:Iteration 35Q (96879.090000 sec): 3 clusters
  Score: Raw -639929.165746 + Penalty 2872.057634 = -637057.108112
  nChanged 2
		SP:Iteration 36Q (96879.260000 sec): 3 clusters
  Score: Raw -639929.404000 + Penalty 2872.057634 = -637057.346366
  nChanged 0
		SP:Iteration 37F (96879.470000 sec): 3 clusters
  Score: Raw -639929.404000 + Penalty 2872.057634 = -637057.346366
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96879.590000 sec): 2 clusters
  Score: Raw -140348.896369 + Penalty 1167.008691 = -139181.887678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96879.780000 sec): 3 clusters
  Score: Raw -139849.322337 + Penalty 2334.017382 = -137515.304955
  nChanged 424
		SP:Iteration 1F (96879.940000 sec): 3 clusters
  Score: Raw -140147.289628 + Penalty 2334.017382 = -137813.272246
  nChanged 95
		SP:Iteration 2F (96880.130000 sec): 3 clusters
  Score: Raw -140218.213435 + Penalty 2334.017382 = -137884.196053
  nChanged 47
		SP:Iteration 3Q (96880.300000 sec): 3 clusters
  Score: Raw -140260.010440 + Penalty 2334.017382 = -137925.993058
  nChanged 42
		SP:Iteration 4Q (96880.570000 sec): 3 clusters
  Score: Raw -140289.254777 + Penalty 2334.017382 = -137955.237395
  nChanged 23
		SP:Iteration 5Q (96880.720000 sec): 3 clusters
  Score: Raw -140305.003145 + Penalty 2334.017382 = -137970.985763
  nChanged 12
		SP:Iteration 6Q (96880.920000 sec): 3 clusters
  Score: Raw -140313.796743 + Penalty 2334.017382 = -137979.779361
  nChanged 5
		SP:Iteration 7Q (96881.120000 sec): 3 clusters
  Score: Raw -140318.962382 + Penalty 2334.017382 = -137984.945000
  nChanged 8
		SP:Iteration 8Q (96881.320000 sec): 3 clusters
  Score: Raw -140325.253754 + Penalty 2334.017382 = -137991.236372
  nChanged 9
		SP:Iteration 9Q (96881.510000 sec): 3 clusters
  Score: Raw -140329.550123 + Penalty 2334.017382 = -137995.532741
  nChanged 2
		SP:Iteration 10Q (96881.670000 sec): 3 clusters
  Score: Raw -140331.153369 + Penalty 2334.017382 = -137997.135987
  nChanged 5
		SP:Iteration 11Q (96881.910000 sec): 3 clusters
  Score: Raw -140333.087836 + Penalty 2334.017382 = -137999.070454
  nChanged 3
		SP:Iteration 12Q (96882.080000 sec): 3 clusters
  Score: Raw -140334.296468 + Penalty 2334.017382 = -138000.279086
  nChanged 2
		SP:Iteration 13Q (96882.240000 sec): 3 clusters
  Score: Raw -140335.204657 + Penalty 2334.017382 = -138001.187275
  nChanged 2
		SP:Iteration 14Q (96882.400000 sec): 3 clusters
  Score: Raw -140335.811184 + Penalty 2334.017382 = -138001.793802
  nChanged 0
		SP:Iteration 15F (96882.640000 sec): 3 clusters
  Score: Raw -140335.811184 + Penalty 2334.017382 = -138001.793802
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96882.740000 sec): 2 clusters
  Score: Raw -226961.399854 + Penalty 1255.294371 = -225706.105483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96882.960000 sec): 3 clusters
  Score: Raw -225964.621242 + Penalty 2510.588743 = -223454.032499
  nChanged 825
		SP:Iteration 1F (96883.200000 sec): 3 clusters
  Score: Raw -226574.435201 + Penalty 2510.588743 = -224063.846459
  nChanged 183
		SP:Iteration 2F (96883.400000 sec): 3 clusters
  Score: Raw -226740.495493 + Penalty 2510.588743 = -224229.906750
  nChanged 133
		SP:Iteration 3F (96883.610000 sec): 3 clusters
  Score: Raw -226857.014193 + Penalty 2510.588743 = -224346.425451
  nChanged 99
		SP:Iteration 4Q (96883.780000 sec): 3 clusters
  Score: Raw -226943.924153 + Penalty 2510.588743 = -224433.335411
  nChanged 106
		SP:Iteration 5Q (96883.960000 sec): 3 clusters
  Score: Raw -227051.622013 + Penalty 2510.588743 = -224541.033270
  nChanged 85
		SP:Iteration 6Q (96884.130000 sec): 3 clusters
  Score: Raw -227124.888475 + Penalty 2510.588743 = -224614.299732
  nChanged 59
		SP:Iteration 7Q (96884.300000 sec): 3 clusters
  Score: Raw -227177.185580 + Penalty 2510.588743 = -224666.596837
  nChanged 46
		SP:Iteration 8Q (96884.480000 sec): 3 clusters
  Score: Raw -227216.454310 + Penalty 2510.588743 = -224705.865567
  nChanged 32
		SP:Iteration 9Q (96884.690000 sec): 3 clusters
  Score: Raw -227245.341699 + Penalty 2510.588743 = -224734.752956
  nChanged 24
		SP:Iteration 10Q (96884.840000 sec): 3 clusters
  Score: Raw -227262.633540 + Penalty 2510.588743 = -224752.044797
  nChanged 18
		SP:Iteration 11Q (96885.030000 sec): 3 clusters
  Score: Raw -227279.382333 + Penalty 2510.588743 = -224768.793590
  nChanged 14
		SP:Iteration 12Q (96885.270000 sec): 3 clusters
  Score: Raw -227290.197226 + Penalty 2510.588743 = -224779.608483
  nChanged 14
		SP:Iteration 13Q (96885.450000 sec): 3 clusters
  Score: Raw -227299.794119 + Penalty 2510.588743 = -224789.205377
  nChanged 6
		SP:Iteration 14Q (96885.700000 sec): 3 clusters
  Score: Raw -227303.707061 + Penalty 2510.588743 = -224793.118318
  nChanged 7
		SP:Iteration 15Q (96885.910000 sec): 3 clusters
  Score: Raw -227310.635883 + Penalty 2510.588743 = -224800.047140
  nChanged 8
		SP:Iteration 16Q (96886.170000 sec): 3 clusters
  Score: Raw -227315.442927 + Penalty 2510.588743 = -224804.854184
  nChanged 8
		SP:Iteration 17Q (96886.310000 sec): 3 clusters
  Score: Raw -227318.675858 + Penalty 2510.588743 = -224808.087116
  nChanged 2
		SP:Iteration 18Q (96886.470000 sec): 3 clusters
  Score: Raw -227319.730175 + Penalty 2510.588743 = -224809.141433
  nChanged 1
		SP:Iteration 19Q (96886.680000 sec): 3 clusters
  Score: Raw -227320.502879 + Penalty 2510.588743 = -224809.914136
  nChanged 1
		SP:Iteration 20F (96886.840000 sec): 3 clusters
  Score: Raw -227321.437718 + Penalty 2510.588743 = -224810.848975
  nChanged 2
		SP:Iteration 21Q (96887.020000 sec): 3 clusters
  Score: Raw -227323.491985 + Penalty 2510.588743 = -224812.903242
  nChanged 4
		SP:Iteration 22Q (96887.230000 sec): 3 clusters
  Score: Raw -227325.646837 + Penalty 2510.588743 = -224815.058094
  nChanged 2
		SP:Iteration 23Q (96887.400000 sec): 3 clusters
  Score: Raw -227328.260408 + Penalty 2510.588743 = -224817.671665
  nChanged 5
		SP:Iteration 24Q (96887.610000 sec): 3 clusters
  Score: Raw -227330.909124 + Penalty 2510.588743 = -224820.320381
  nChanged 2
		SP:Iteration 25Q (96887.810000 sec): 3 clusters
  Score: Raw -227331.976656 + Penalty 2510.588743 = -224821.387913
  nChanged 1
		SP:Iteration 26Q (96887.980000 sec): 3 clusters
  Score: Raw -227333.002539 + Penalty 2510.588743 = -224822.413796
  nChanged 3
		SP:Iteration 27Q (96888.190000 sec): 3 clusters
  Score: Raw -227334.497239 + Penalty 2510.588743 = -224823.908496
  nChanged 6
		SP:Iteration 28Q (96888.400000 sec): 3 clusters
  Score: Raw -227340.621755 + Penalty 2510.588743 = -224830.033012
  nChanged 7
		SP:Iteration 29Q (96888.570000 sec): 3 clusters
  Score: Raw -227346.629588 + Penalty 2510.588743 = -224836.040845
  nChanged 9
		SP:Iteration 30Q (96888.790000 sec): 3 clusters
  Score: Raw -227351.960038 + Penalty 2510.588743 = -224841.371296
  nChanged 6
		SP:Iteration 31Q (96889.010000 sec): 3 clusters
  Score: Raw -227357.769118 + Penalty 2510.588743 = -224847.180375
  nChanged 15
		SP:Iteration 32Q (96889.200000 sec): 3 clusters
  Score: Raw -227368.832627 + Penalty 2510.588743 = -224858.243884
  nChanged 9
		SP:Iteration 33Q (96889.360000 sec): 3 clusters
  Score: Raw -227378.872866 + Penalty 2510.588743 = -224868.284123
  nChanged 11
		SP:Iteration 34Q (96889.540000 sec): 3 clusters
  Score: Raw -227386.814712 + Penalty 2510.588743 = -224876.225970
  nChanged 9
		SP:Iteration 35Q (96889.730000 sec): 3 clusters
  Score: Raw -227392.791565 + Penalty 2510.588743 = -224882.202822
  nChanged 12
		SP:Iteration 36Q (96889.900000 sec): 3 clusters
  Score: Raw -227398.358531 + Penalty 2510.588743 = -224887.769788
  nChanged 9
		SP:Iteration 37Q (96890.090000 sec): 3 clusters
  Score: Raw -227402.428000 + Penalty 2510.588743 = -224891.839257
  nChanged 4
		SP:Iteration 38Q (96890.290000 sec): 3 clusters
  Score: Raw -227404.781541 + Penalty 2510.588743 = -224894.192799
  nChanged 6
		SP:Iteration 39Q (96890.530000 sec): 3 clusters
  Score: Raw -227409.539264 + Penalty 2510.588743 = -224898.950521
  nChanged 4
		SP:Iteration 40F (96890.710000 sec): 3 clusters
  Score: Raw -227411.011886 + Penalty 2510.588743 = -224900.423144
  nChanged 3
		SP:Iteration 41Q (96890.920000 sec): 3 clusters
  Score: Raw -227412.646849 + Penalty 2510.588743 = -224902.058106
  nChanged 3
		SP:Iteration 42Q (96891.100000 sec): 3 clusters
  Score: Raw -227414.221904 + Penalty 2510.588743 = -224903.633161
  nChanged 5
		SP:Iteration 43Q (96891.240000 sec): 3 clusters
  Score: Raw -227419.260509 + Penalty 2510.588743 = -224908.671766
  nChanged 10
		SP:Iteration 44Q (96891.440000 sec): 3 clusters
  Score: Raw -227425.616424 + Penalty 2510.588743 = -224915.027681
  nChanged 15
		SP:Iteration 45Q (96891.660000 sec): 3 clusters
  Score: Raw -227437.087160 + Penalty 2510.588743 = -224926.498418
  nChanged 12
		SP:Iteration 46Q (96891.870000 sec): 3 clusters
  Score: Raw -227444.505015 + Penalty 2510.588743 = -224933.916272
  nChanged 8
		SP:Iteration 47Q (96892.080000 sec): 3 clusters
  Score: Raw -227449.254389 + Penalty 2510.588743 = -224938.665647
  nChanged 7
		SP:Iteration 48Q (96892.290000 sec): 3 clusters
  Score: Raw -227454.135274 + Penalty 2510.588743 = -224943.546531
  nChanged 8
		SP:Iteration 49Q (96892.450000 sec): 3 clusters
  Score: Raw -227457.471403 + Penalty 2510.588743 = -224946.882661
  nChanged 8
		SP:Iteration 50Q (96892.640000 sec): 3 clusters
  Score: Raw -227461.506049 + Penalty 2510.588743 = -224950.917306
  nChanged 11
		SP:Iteration 51Q (96892.860000 sec): 3 clusters
  Score: Raw -227467.958340 + Penalty 2510.588743 = -224957.369598
  nChanged 13
		SP:Iteration 52Q (96893.060000 sec): 3 clusters
  Score: Raw -227475.078110 + Penalty 2510.588743 = -224964.489368
  nChanged 14
		SP:Iteration 53Q (96893.300000 sec): 3 clusters
  Score: Raw -227485.311929 + Penalty 2510.588743 = -224974.723186
  nChanged 16
		SP:Iteration 54Q (96893.450000 sec): 3 clusters
  Score: Raw -227497.053403 + Penalty 2510.588743 = -224986.464660
  nChanged 20
		SP:Iteration 55Q (96893.640000 sec): 3 clusters
  Score: Raw -227512.111729 + Penalty 2510.588743 = -225001.522986
  nChanged 21
		SP:Iteration 56Q (96893.780000 sec): 3 clusters
  Score: Raw -227527.178297 + Penalty 2510.588743 = -225016.589554
  nChanged 21
		SP:Iteration 57Q (96894.010000 sec): 3 clusters
  Score: Raw -227546.616895 + Penalty 2510.588743 = -225036.028152
  nChanged 30
		SP:Iteration 58Q (96894.140000 sec): 3 clusters
  Score: Raw -227572.391076 + Penalty 2510.588743 = -225061.802334
  nChanged 27
		SP:Iteration 59Q (96894.340000 sec): 3 clusters
  Score: Raw -227596.810595 + Penalty 2510.588743 = -225086.221852
  nChanged 26
		SP:Iteration 60F (96894.560000 sec): 3 clusters
  Score: Raw -227624.139855 + Penalty 2510.588743 = -225113.551113
  nChanged 33
		SP:Iteration 61Q (96894.700000 sec): 3 clusters
  Score: Raw -227654.632395 + Penalty 2510.588743 = -225144.043652
  nChanged 32
		SP:Iteration 62Q (96894.890000 sec): 3 clusters
  Score: Raw -227699.515872 + Penalty 2510.588743 = -225188.927129
  nChanged 51
		SP:Iteration 63Q (96895.080000 sec): 3 clusters
  Score: Raw -227803.796198 + Penalty 2510.588743 = -225293.207455
  nChanged 52
		SP:Iteration 64Q (96895.280000 sec): 3 clusters
  Score: Raw -227925.168503 + Penalty 2510.588743 = -225414.579760
  nChanged 46
		SP:Iteration 65Q (96895.480000 sec): 3 clusters
  Score: Raw -227986.245374 + Penalty 2510.588743 = -225475.656631
  nChanged 27
		SP:Iteration 66Q (96895.660000 sec): 3 clusters
  Score: Raw -228011.584285 + Penalty 2510.588743 = -225500.995542
  nChanged 21
		SP:Iteration 67Q (96895.860000 sec): 3 clusters
  Score: Raw -228026.894476 + Penalty 2510.588743 = -225516.305733
  nChanged 14
		SP:Iteration 68Q (96896.050000 sec): 3 clusters
  Score: Raw -228034.848551 + Penalty 2510.588743 = -225524.259808
  nChanged 12
		SP:Iteration 69Q (96896.260000 sec): 3 clusters
  Score: Raw -228041.590809 + Penalty 2510.588743 = -225531.002066
  nChanged 14
		SP:Iteration 70Q (96896.420000 sec): 3 clusters
  Score: Raw -228051.695239 + Penalty 2510.588743 = -225541.106496
  nChanged 13
		SP:Iteration 71Q (96896.580000 sec): 3 clusters
  Score: Raw -228057.740183 + Penalty 2510.588743 = -225547.151440
  nChanged 8
		SP:Iteration 72Q (96896.740000 sec): 3 clusters
  Score: Raw -228061.196810 + Penalty 2510.588743 = -225550.608067
  nChanged 6
		SP:Iteration 73Q (96896.970000 sec): 3 clusters
  Score: Raw -228064.014219 + Penalty 2510.588743 = -225553.425477
  nChanged 4
		SP:Iteration 74Q (96897.130000 sec): 3 clusters
  Score: Raw -228065.835070 + Penalty 2510.588743 = -225555.246327
  nChanged 5
		SP:Iteration 75Q (96897.270000 sec): 3 clusters
  Score: Raw -228067.264398 + Penalty 2510.588743 = -225556.675655
  nChanged 1
		SP:Iteration 76Q (96897.470000 sec): 3 clusters
  Score: Raw -228067.496437 + Penalty 2510.588743 = -225556.907694
  nChanged 1
		SP:Iteration 77Q (96897.630000 sec): 3 clusters
  Score: Raw -228068.532286 + Penalty 2510.588743 = -225557.943543
  nChanged 3
		SP:Iteration 78Q (96897.860000 sec): 3 clusters
  Score: Raw -228071.704135 + Penalty 2510.588743 = -225561.115392
  nChanged 5
		SP:Iteration 79Q (96898.020000 sec): 3 clusters
  Score: Raw -228075.127299 + Penalty 2510.588743 = -225564.538556
  nChanged 4
		SP:Iteration 80F (96898.190000 sec): 3 clusters
  Score: Raw -228077.467817 + Penalty 2510.588743 = -225566.879074
  nChanged 5
		SP:Iteration 81Q (96898.430000 sec): 3 clusters
  Score: Raw -228081.238715 + Penalty 2510.588743 = -225570.649972
  nChanged 6
		SP:Iteration 82Q (96898.650000 sec): 3 clusters
  Score: Raw -228085.201371 + Penalty 2510.588743 = -225574.612628
  nChanged 6
		SP:Iteration 83Q (96898.830000 sec): 3 clusters
  Score: Raw -228087.599384 + Penalty 2510.588743 = -225577.010641
  nChanged 5
		SP:Iteration 84Q (96899.020000 sec): 3 clusters
  Score: Raw -228091.349504 + Penalty 2510.588743 = -225580.760762
  nChanged 8
		SP:Iteration 85Q (96899.170000 sec): 3 clusters
  Score: Raw -228096.298480 + Penalty 2510.588743 = -225585.709737
  nChanged 12
		SP:Iteration 86Q (96899.430000 sec): 3 clusters
  Score: Raw -228102.596004 + Penalty 2510.588743 = -225592.007262
  nChanged 15
		SP:Iteration 87Q (96899.590000 sec): 3 clusters
  Score: Raw -228113.541297 + Penalty 2510.588743 = -225602.952554
  nChanged 15
		SP:Iteration 88Q (96899.760000 sec): 3 clusters
  Score: Raw -228130.262854 + Penalty 2510.588743 = -225619.674111
  nChanged 19
		SP:Iteration 89Q (96899.960000 sec): 3 clusters
  Score: Raw -228153.777688 + Penalty 2510.588743 = -225643.188945
  nChanged 22
		SP:Iteration 90Q (96900.170000 sec): 3 clusters
  Score: Raw -228175.491963 + Penalty 2510.588743 = -225664.903221
  nChanged 20
		SP:Iteration 91Q (96900.400000 sec): 3 clusters
  Score: Raw -228189.125659 + Penalty 2510.588743 = -225678.536916
  nChanged 9
		SP:Iteration 92Q (96900.590000 sec): 3 clusters
  Score: Raw -228193.991395 + Penalty 2510.588743 = -225683.402652
  nChanged 5
		SP:Iteration 93Q (96900.800000 sec): 3 clusters
  Score: Raw -228198.198183 + Penalty 2510.588743 = -225687.609440
  nChanged 6
		SP:Iteration 94Q (96900.970000 sec): 3 clusters
  Score: Raw -228201.673617 + Penalty 2510.588743 = -225691.084874
  nChanged 3
		SP:Iteration 95Q (96901.190000 sec): 3 clusters
  Score: Raw -228202.712829 + Penalty 2510.588743 = -225692.124086
  nChanged 0
		SP:Iteration 96F (96901.390000 sec): 3 clusters
  Score: Raw -228202.712829 + Penalty 2510.588743 = -225692.124086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96901.480000 sec): 2 clusters
  Score: Raw -731737.536111 + Penalty 1432.425247 = -730305.110864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96901.710000 sec): 3 clusters
  Score: Raw -728122.199770 + Penalty 2864.850495 = -725257.349275
  nChanged 2799
		SP:Iteration 1F (96901.920000 sec): 3 clusters
  Score: Raw -729648.512034 + Penalty 2864.850495 = -726783.661540
  nChanged 461
		SP:Iteration 2F (96902.100000 sec): 3 clusters
  Score: Raw -729874.064498 + Penalty 2864.850495 = -727009.214003
  nChanged 345
		SP:Iteration 3F (96902.320000 sec): 3 clusters
  Score: Raw -730034.991582 + Penalty 2864.850495 = -727170.141087
  nChanged 295
		SP:Iteration 4Q (96902.530000 sec): 3 clusters
  Score: Raw -730157.010450 + Penalty 2864.850495 = -727292.159955
  nChanged 223
		SP:Iteration 5Q (96902.710000 sec): 3 clusters
  Score: Raw -730233.918423 + Penalty 2864.850495 = -727369.067928
  nChanged 178
		SP:Iteration 6Q (96902.920000 sec): 3 clusters
  Score: Raw -730294.699856 + Penalty 2864.850495 = -727429.849361
  nChanged 183
		SP:Iteration 7Q (96903.170000 sec): 3 clusters
  Score: Raw -730350.232311 + Penalty 2864.850495 = -727485.381816
  nChanged 149
		SP:Iteration 8Q (96903.380000 sec): 3 clusters
  Score: Raw -730413.134821 + Penalty 2864.850495 = -727548.284326
  nChanged 162
		SP:Iteration 9Q (96903.630000 sec): 3 clusters
  Score: Raw -730473.470882 + Penalty 2864.850495 = -727608.620388
  nChanged 164
		SP:Iteration 10Q (96903.820000 sec): 3 clusters
  Score: Raw -730547.260031 + Penalty 2864.850495 = -727682.409536
  nChanged 177
		SP:Iteration 11Q (96904.040000 sec): 3 clusters
  Score: Raw -730633.440835 + Penalty 2864.850495 = -727768.590340
  nChanged 173
		SP:Iteration 12Q (96904.290000 sec): 3 clusters
  Score: Raw -730724.384331 + Penalty 2864.850495 = -727859.533836
  nChanged 195
		SP:Iteration 13Q (96904.570000 sec): 3 clusters
  Score: Raw -730818.535259 + Penalty 2864.850495 = -727953.684764
  nChanged 198
		SP:Iteration 14Q (96904.800000 sec): 3 clusters
  Score: Raw -730924.914675 + Penalty 2864.850495 = -728060.064180
  nChanged 198
		SP:Iteration 15Q (96905.020000 sec): 3 clusters
  Score: Raw -731041.357139 + Penalty 2864.850495 = -728176.506645
  nChanged 208
		SP:Iteration 16Q (96905.220000 sec): 3 clusters
  Score: Raw -731166.732093 + Penalty 2864.850495 = -728301.881598
  nChanged 191
		SP:Iteration 17Q (96905.410000 sec): 3 clusters
  Score: Raw -731287.709774 + Penalty 2864.850495 = -728422.859279
  nChanged 177
		SP:Iteration 18Q (96905.660000 sec): 3 clusters
  Score: Raw -731405.399141 + Penalty 2864.850495 = -728540.548646
  nChanged 157
		SP:Iteration 19Q (96905.870000 sec): 3 clusters
  Score: Raw -731513.886944 + Penalty 2864.850495 = -728649.036449
  nChanged 141
		SP:Iteration 20F (96906.080000 sec): 3 clusters
  Score: Raw -731614.594706 + Penalty 2864.850495 = -728749.744211
  nChanged 119
		SP:Iteration 21Q (96906.260000 sec): 3 clusters
  Score: Raw -731699.893539 + Penalty 2864.850495 = -728835.043044
  nChanged 92
		SP:Iteration 22Q (96906.460000 sec): 3 clusters
  Score: Raw -731766.310576 + Penalty 2864.850495 = -728901.460081
  nChanged 61
		SP:Iteration 23Q (96906.690000 sec): 3 clusters
  Score: Raw -731813.322921 + Penalty 2864.850495 = -728948.472426
  nChanged 38
		SP:Iteration 24Q (96906.930000 sec): 3 clusters
  Score: Raw -731845.220050 + Penalty 2864.850495 = -728980.369555
  nChanged 22
		SP:Iteration 25Q (96907.140000 sec): 3 clusters
  Score: Raw -731863.142371 + Penalty 2864.850495 = -728998.291876
  nChanged 15
		SP:Iteration 26Q (96907.340000 sec): 3 clusters
  Score: Raw -731879.512773 + Penalty 2864.850495 = -729014.662278
  nChanged 16
		SP:Iteration 27Q (96907.540000 sec): 3 clusters
  Score: Raw -731894.946703 + Penalty 2864.850495 = -729030.096208
  nChanged 14
		SP:Iteration 28Q (96907.770000 sec): 3 clusters
  Score: Raw -731906.368160 + Penalty 2864.850495 = -729041.517665
  nChanged 5
		SP:Iteration 29Q (96908.020000 sec): 3 clusters
  Score: Raw -731909.556259 + Penalty 2864.850495 = -729044.705764
  nChanged 5
		SP:Iteration 30Q (96908.270000 sec): 3 clusters
  Score: Raw -731912.969281 + Penalty 2864.850495 = -729048.118786
  nChanged 4
		SP:Iteration 31Q (96908.470000 sec): 3 clusters
  Score: Raw -731917.685357 + Penalty 2864.850495 = -729052.834862
  nChanged 3
		SP:Iteration 32Q (96908.720000 sec): 3 clusters
  Score: Raw -731920.431526 + Penalty 2864.850495 = -729055.581031
  nChanged 3
		SP:Iteration 33Q (96908.930000 sec): 3 clusters
  Score: Raw -731922.466468 + Penalty 2864.850495 = -729057.615974
  nChanged 6
		SP:Iteration 34Q (96909.100000 sec): 3 clusters
  Score: Raw -731927.841069 + Penalty 2864.850495 = -729062.990574
  nChanged 5
		SP:Iteration 35Q (96909.330000 sec): 3 clusters
  Score: Raw -731934.359303 + Penalty 2864.850495 = -729069.508808
  nChanged 4
		SP:Iteration 36Q (96909.600000 sec): 3 clusters
  Score: Raw -731938.936630 + Penalty 2864.850495 = -729074.086135
  nChanged 5
		SP:Iteration 37Q (96909.780000 sec): 3 clusters
  Score: Raw -731942.973323 + Penalty 2864.850495 = -729078.122828
  nChanged 2
		SP:Iteration 38Q (96910.020000 sec): 3 clusters
  Score: Raw -731944.161846 + Penalty 2864.850495 = -729079.311351
  nChanged 4
		SP:Iteration 39Q (96910.230000 sec): 3 clusters
  Score: Raw -731947.767496 + Penalty 2864.850495 = -729082.917001
  nChanged 3
		SP:Iteration 40F (96910.460000 sec): 3 clusters
  Score: Raw -731952.068798 + Penalty 2864.850495 = -729087.218303
  nChanged 3
		SP:Iteration 41Q (96910.690000 sec): 3 clusters
  Score: Raw -731954.336125 + Penalty 2864.850495 = -729089.485630
  nChanged 5
		SP:Iteration 42Q (96910.880000 sec): 3 clusters
  Score: Raw -731958.758027 + Penalty 2864.850495 = -729093.907532
  nChanged 6
		SP:Iteration 43Q (96911.060000 sec): 3 clusters
  Score: Raw -731963.899461 + Penalty 2864.850495 = -729099.048966
  nChanged 2
		SP:Iteration 44Q (96911.270000 sec): 3 clusters
  Score: Raw -731965.465074 + Penalty 2864.850495 = -729100.614579
  nChanged 2
		SP:Iteration 45Q (96911.520000 sec): 3 clusters
  Score: Raw -731968.240797 + Penalty 2864.850495 = -729103.390302
  nChanged 4
		SP:Iteration 46Q (96911.720000 sec): 3 clusters
  Score: Raw -731973.468221 + Penalty 2864.850495 = -729108.617726
  nChanged 2
		SP:Iteration 47Q (96911.900000 sec): 3 clusters
  Score: Raw -731976.055150 + Penalty 2864.850495 = -729111.204655
  nChanged 2
		SP:Iteration 48Q (96912.110000 sec): 3 clusters
  Score: Raw -731977.946098 + Penalty 2864.850495 = -729113.095604
  nChanged 2
		SP:Iteration 49Q (96912.290000 sec): 3 clusters
  Score: Raw -731979.257978 + Penalty 2864.850495 = -729114.407483
  nChanged 2
		SP:Iteration 50Q (96912.500000 sec): 3 clusters
  Score: Raw -731980.493235 + Penalty 2864.850495 = -729115.642740
  nChanged 0
		SP:Iteration 51F (96912.670000 sec): 3 clusters
  Score: Raw -731980.493235 + Penalty 2864.850495 = -729115.642740
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96912.800000 sec): 2 clusters
  Score: Raw -714726.666831 + Penalty 1452.894799 = -713273.772033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96912.980000 sec): 3 clusters
  Score: Raw -710556.661998 + Penalty 2905.789597 = -707650.872401
  nChanged 3236
		SP:Iteration 1F (96913.200000 sec): 3 clusters
  Score: Raw -712539.248969 + Penalty 2905.789597 = -709633.459372
  nChanged 641
		SP:Iteration 2F (96913.410000 sec): 3 clusters
  Score: Raw -712995.436452 + Penalty 2905.789597 = -710089.646854
  nChanged 512
		SP:Iteration 3F (96913.620000 sec): 3 clusters
  Score: Raw -713336.595267 + Penalty 2905.789597 = -710430.805670
  nChanged 454
		SP:Iteration 4F (96913.830000 sec): 3 clusters
  Score: Raw -713597.782984 + Penalty 2905.789597 = -710691.993387
  nChanged 340
		SP:Iteration 5Q (96914.080000 sec): 3 clusters
  Score: Raw -713785.349613 + Penalty 2905.789597 = -710879.560016
  nChanged 303
		SP:Iteration 6Q (96914.330000 sec): 3 clusters
  Score: Raw -713953.752899 + Penalty 2905.789597 = -711047.963302
  nChanged 260
		SP:Iteration 7Q (96914.580000 sec): 3 clusters
  Score: Raw -714106.793606 + Penalty 2905.789597 = -711201.004009
  nChanged 225
		SP:Iteration 8Q (96914.790000 sec): 3 clusters
  Score: Raw -714208.275707 + Penalty 2905.789597 = -711302.486110
  nChanged 196
		SP:Iteration 9Q (96914.990000 sec): 3 clusters
  Score: Raw -714283.834536 + Penalty 2905.789597 = -711378.044939
  nChanged 156
		SP:Iteration 10Q (96915.180000 sec): 3 clusters
  Score: Raw -714344.184167 + Penalty 2905.789597 = -711438.394570
  nChanged 141
		SP:Iteration 11Q (96915.400000 sec): 3 clusters
  Score: Raw -714393.041022 + Penalty 2905.789597 = -711487.251425
  nChanged 111
		SP:Iteration 12Q (96915.570000 sec): 3 clusters
  Score: Raw -714433.846478 + Penalty 2905.789597 = -711528.056881
  nChanged 104
		SP:Iteration 13Q (96915.840000 sec): 3 clusters
  Score: Raw -714468.700433 + Penalty 2905.789597 = -711562.910836
  nChanged 86
		SP:Iteration 14Q (96916.040000 sec): 3 clusters
  Score: Raw -714492.525573 + Penalty 2905.789597 = -711586.735976
  nChanged 75
		SP:Iteration 15Q (96916.290000 sec): 3 clusters
  Score: Raw -714511.893377 + Penalty 2905.789597 = -711606.103780
  nChanged 62
		SP:Iteration 16Q (96916.550000 sec): 3 clusters
  Score: Raw -714528.051099 + Penalty 2905.789597 = -711622.261502
  nChanged 63
		SP:Iteration 17Q (96916.760000 sec): 3 clusters
  Score: Raw -714546.141645 + Penalty 2905.789597 = -711640.352048
  nChanged 70
		SP:Iteration 18Q (96916.950000 sec): 3 clusters
  Score: Raw -714563.941544 + Penalty 2905.789597 = -711658.151947
  nChanged 69
		SP:Iteration 19Q (96917.160000 sec): 3 clusters
  Score: Raw -714584.575695 + Penalty 2905.789597 = -711678.786098
  nChanged 64
		SP:Iteration 20F (96917.380000 sec): 3 clusters
  Score: Raw -714602.852055 + Penalty 2905.789597 = -711697.062458
  nChanged 55
		SP:Iteration 21Q (96917.620000 sec): 3 clusters
  Score: Raw -714616.920152 + Penalty 2905.789597 = -711711.130555
  nChanged 43
		SP:Iteration 22Q (96917.850000 sec): 3 clusters
  Score: Raw -714629.129858 + Penalty 2905.789597 = -711723.340261
  nChanged 46
		SP:Iteration 23Q (96918.040000 sec): 3 clusters
  Score: Raw -714641.998854 + Penalty 2905.789597 = -711736.209257
  nChanged 48
		SP:Iteration 24Q (96918.300000 sec): 3 clusters
  Score: Raw -714655.028372 + Penalty 2905.789597 = -711749.238775
  nChanged 42
		SP:Iteration 25Q (96918.480000 sec): 3 clusters
  Score: Raw -714668.072722 + Penalty 2905.789597 = -711762.283125
  nChanged 46
		SP:Iteration 26Q (96918.720000 sec): 3 clusters
  Score: Raw -714679.949661 + Penalty 2905.789597 = -711774.160063
  nChanged 45
		SP:Iteration 27Q (96918.940000 sec): 3 clusters
  Score: Raw -714691.974541 + Penalty 2905.789597 = -711786.184944
  nChanged 44
		SP:Iteration 28Q (96919.100000 sec): 3 clusters
  Score: Raw -714703.150779 + Penalty 2905.789597 = -711797.361182
  nChanged 39
		SP:Iteration 29Q (96919.360000 sec): 3 clusters
  Score: Raw -714716.913383 + Penalty 2905.789597 = -711811.123786
  nChanged 48
		SP:Iteration 30Q (96919.630000 sec): 3 clusters
  Score: Raw -714731.332766 + Penalty 2905.789597 = -711825.543169
  nChanged 52
		SP:Iteration 31Q (96919.840000 sec): 3 clusters
  Score: Raw -714747.356638 + Penalty 2905.789597 = -711841.567041
  nChanged 51
		SP:Iteration 32Q (96920.030000 sec): 3 clusters
  Score: Raw -714761.845438 + Penalty 2905.789597 = -711856.055841
  nChanged 47
		SP:Iteration 33Q (96920.240000 sec): 3 clusters
  Score: Raw -714774.516268 + Penalty 2905.789597 = -711868.726671
  nChanged 43
		SP:Iteration 34Q (96920.450000 sec): 3 clusters
  Score: Raw -714787.715129 + Penalty 2905.789597 = -711881.925532
  nChanged 37
		SP:Iteration 35Q (96920.700000 sec): 3 clusters
  Score: Raw -714798.894775 + Penalty 2905.789597 = -711893.105178
  nChanged 44
		SP:Iteration 36Q (96920.870000 sec): 3 clusters
  Score: Raw -714811.819928 + Penalty 2905.789597 = -711906.030331
  nChanged 39
		SP:Iteration 37Q (96921.070000 sec): 3 clusters
  Score: Raw -714824.603369 + Penalty 2905.789597 = -711918.813772
  nChanged 46
		SP:Iteration 38Q (96921.320000 sec): 3 clusters
  Score: Raw -714840.738243 + Penalty 2905.789597 = -711934.948646
  nChanged 50
		SP:Iteration 39Q (96921.540000 sec): 3 clusters
  Score: Raw -714856.294753 + Penalty 2905.789597 = -711950.505156
  nChanged 41
		SP:Iteration 40F (96921.760000 sec): 3 clusters
  Score: Raw -714867.562456 + Penalty 2905.789597 = -711961.772859
  nChanged 31
		SP:Iteration 41Q (96922.020000 sec): 3 clusters
  Score: Raw -714877.265448 + Penalty 2905.789597 = -711971.475851
  nChanged 39
		SP:Iteration 42Q (96922.210000 sec): 3 clusters
  Score: Raw -714890.892241 + Penalty 2905.789597 = -711985.102644
  nChanged 33
		SP:Iteration 43Q (96922.410000 sec): 3 clusters
  Score: Raw -714900.908989 + Penalty 2905.789597 = -711995.119392
  nChanged 35
		SP:Iteration 44Q (96922.590000 sec): 3 clusters
  Score: Raw -714914.464311 + Penalty 2905.789597 = -712008.674714
  nChanged 35
		SP:Iteration 45Q (96922.800000 sec): 3 clusters
  Score: Raw -714925.414403 + Penalty 2905.789597 = -712019.624806
  nChanged 28
		SP:Iteration 46Q (96923.060000 sec): 3 clusters
  Score: Raw -714933.501664 + Penalty 2905.789597 = -712027.712066
  nChanged 25
		SP:Iteration 47Q (96923.230000 sec): 3 clusters
  Score: Raw -714941.957752 + Penalty 2905.789597 = -712036.168155
  nChanged 25
		SP:Iteration 48Q (96923.460000 sec): 3 clusters
  Score: Raw -714950.072912 + Penalty 2905.789597 = -712044.283315
  nChanged 23
		SP:Iteration 49Q (96923.650000 sec): 3 clusters
  Score: Raw -714956.621401 + Penalty 2905.789597 = -712050.831804
  nChanged 30
		SP:Iteration 50Q (96923.850000 sec): 3 clusters
  Score: Raw -714966.574645 + Penalty 2905.789597 = -712060.785048
  nChanged 33
		SP:Iteration 51Q (96924.060000 sec): 3 clusters
  Score: Raw -714977.960151 + Penalty 2905.789597 = -712072.170554
  nChanged 27
		SP:Iteration 52Q (96924.270000 sec): 3 clusters
  Score: Raw -714985.493490 + Penalty 2905.789597 = -712079.703893
  nChanged 26
		SP:Iteration 53Q (96924.460000 sec): 3 clusters
  Score: Raw -714994.562341 + Penalty 2905.789597 = -712088.772744
  nChanged 25
		SP:Iteration 54Q (96924.650000 sec): 3 clusters
  Score: Raw -715003.312891 + Penalty 2905.789597 = -712097.523294
  nChanged 30
		SP:Iteration 55Q (96924.840000 sec): 3 clusters
  Score: Raw -715014.300762 + Penalty 2905.789597 = -712108.511164
  nChanged 26
		SP:Iteration 56Q (96925.040000 sec): 3 clusters
  Score: Raw -715024.144649 + Penalty 2905.789597 = -712118.355052
  nChanged 37
		SP:Iteration 57Q (96925.260000 sec): 3 clusters
  Score: Raw -715037.839666 + Penalty 2905.789597 = -712132.050069
  nChanged 37
		SP:Iteration 58Q (96925.460000 sec): 3 clusters
  Score: Raw -715053.739254 + Penalty 2905.789597 = -712147.949657
  nChanged 40
		SP:Iteration 59Q (96925.650000 sec): 3 clusters
  Score: Raw -715068.572996 + Penalty 2905.789597 = -712162.783399
  nChanged 31
		SP:Iteration 60F (96925.850000 sec): 3 clusters
  Score: Raw -715084.327223 + Penalty 2905.789597 = -712178.537626
  nChanged 33
		SP:Iteration 61Q (96926.070000 sec): 3 clusters
  Score: Raw -715100.118135 + Penalty 2905.789597 = -712194.328538
  nChanged 30
		SP:Iteration 62Q (96926.240000 sec): 3 clusters
  Score: Raw -715112.307108 + Penalty 2905.789597 = -712206.517511
  nChanged 35
		SP:Iteration 63Q (96926.440000 sec): 3 clusters
  Score: Raw -715124.725742 + Penalty 2905.789597 = -712218.936145
  nChanged 29
		SP:Iteration 64Q (96926.620000 sec): 3 clusters
  Score: Raw -715135.333007 + Penalty 2905.789597 = -712229.543410
  nChanged 30
		SP:Iteration 65Q (96926.830000 sec): 3 clusters
  Score: Raw -715149.879788 + Penalty 2905.789597 = -712244.090191
  nChanged 27
		SP:Iteration 66Q (96926.980000 sec): 3 clusters
  Score: Raw -715159.795045 + Penalty 2905.789597 = -712254.005448
  nChanged 19
		SP:Iteration 67Q (96927.200000 sec): 3 clusters
  Score: Raw -715166.265734 + Penalty 2905.789597 = -712260.476137
  nChanged 10
		SP:Iteration 68Q (96927.320000 sec): 3 clusters
  Score: Raw -715169.604133 + Penalty 2905.789597 = -712263.814536
  nChanged 12
		SP:Iteration 69Q (96927.540000 sec): 3 clusters
  Score: Raw -715172.816734 + Penalty 2905.789597 = -712267.027137
  nChanged 10
		SP:Iteration 70Q (96927.750000 sec): 3 clusters
  Score: Raw -715176.188204 + Penalty 2905.789597 = -712270.398607
  nChanged 10
		SP:Iteration 71Q (96927.960000 sec): 3 clusters
  Score: Raw -715178.600548 + Penalty 2905.789597 = -712272.810951
  nChanged 6
		SP:Iteration 72Q (96928.140000 sec): 3 clusters
  Score: Raw -715179.736195 + Penalty 2905.789597 = -712273.946598
  nChanged 9
		SP:Iteration 73Q (96928.420000 sec): 3 clusters
  Score: Raw -715182.624381 + Penalty 2905.789597 = -712276.834784
  nChanged 7
		SP:Iteration 74Q (96928.620000 sec): 3 clusters
  Score: Raw -715184.723018 + Penalty 2905.789597 = -712278.933421
  nChanged 3
		SP:Iteration 75Q (96928.850000 sec): 3 clusters
  Score: Raw -715185.410675 + Penalty 2905.789597 = -712279.621078
  nChanged 0
		SP:Iteration 76F (96929.010000 sec): 3 clusters
  Score: Raw -715185.410675 + Penalty 2905.789597 = -712279.621078
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10035 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96929.140000 sec): 2 clusters
  Score: Raw -1015882.930426 + Penalty 1497.248067 = -1014385.682358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96929.380000 sec): 3 clusters
  Score: Raw -1010249.002150 + Penalty 2994.496135 = -1007254.506015
  nChanged 4277
		SP:Iteration 1F (96929.570000 sec): 3 clusters
  Score: Raw -1012592.836603 + Penalty 2994.496135 = -1009598.340468
  nChanged 624
		SP:Iteration 2F (96929.820000 sec): 3 clusters
  Score: Raw -1012850.363884 + Penalty 2994.496135 = -1009855.867749
  nChanged 490
		SP:Iteration 3Q (96930.040000 sec): 3 clusters
  Score: Raw -1013054.646228 + Penalty 2994.496135 = -1010060.150093
  nChanged 455
		SP:Iteration 4Q (96930.220000 sec): 3 clusters
  Score: Raw -1013260.572053 + Penalty 2994.496135 = -1010266.075918
  nChanged 461
		SP:Iteration 5Q (96930.450000 sec): 3 clusters
  Score: Raw -1013490.469887 + Penalty 2994.496135 = -1010495.973752
  nChanged 469
		SP:Iteration 6Q (96930.640000 sec): 3 clusters
  Score: Raw -1013749.617927 + Penalty 2994.496135 = -1010755.121792
  nChanged 497
		SP:Iteration 7Q (96930.890000 sec): 3 clusters
  Score: Raw -1014061.592269 + Penalty 2994.496135 = -1011067.096134
  nChanged 521
		SP:Iteration 8F (96931.090000 sec): 3 clusters
  Score: Raw -1014426.051969 + Penalty 2994.496135 = -1011431.555834
  nChanged 506
		SP:Iteration 9F (96931.280000 sec): 3 clusters
  Score: Raw -1014807.503312 + Penalty 2994.496135 = -1011813.007177
  nChanged 430
		SP:Iteration 10Q (96931.500000 sec): 3 clusters
  Score: Raw -1015172.642894 + Penalty 2994.496135 = -1012178.146759
  nChanged 334
		SP:Iteration 11Q (96931.730000 sec): 3 clusters
  Score: Raw -1015450.694978 + Penalty 2994.496135 = -1012456.198843
  nChanged 225
		SP:Iteration 12Q (96931.960000 sec): 3 clusters
  Score: Raw -1015630.604161 + Penalty 2994.496135 = -1012636.108026
  nChanged 153
		SP:Iteration 13Q (96932.160000 sec): 3 clusters
  Score: Raw -1015758.227248 + Penalty 2994.496135 = -1012763.731113
  nChanged 125
		SP:Iteration 14Q (96932.360000 sec): 3 clusters
  Score: Raw -1015865.487834 + Penalty 2994.496135 = -1012870.991699
  nChanged 93
		SP:Iteration 15Q (96932.560000 sec): 3 clusters
  Score: Raw -1015940.122754 + Penalty 2994.496135 = -1012945.626620
  nChanged 59
		SP:Iteration 16Q (96932.760000 sec): 3 clusters
  Score: Raw -1015991.344987 + Penalty 2994.496135 = -1012996.848852
  nChanged 54
		SP:Iteration 17Q (96932.960000 sec): 3 clusters
  Score: Raw -1016039.908117 + Penalty 2994.496135 = -1013045.411982
  nChanged 47
		SP:Iteration 18Q (96933.170000 sec): 3 clusters
  Score: Raw -1016077.866050 + Penalty 2994.496135 = -1013083.369915
  nChanged 23
		SP:Iteration 19Q (96933.400000 sec): 3 clusters
  Score: Raw -1016095.217586 + Penalty 2994.496135 = -1013100.721451
  nChanged 20
		SP:Iteration 20F (96933.620000 sec): 3 clusters
  Score: Raw -1016110.287951 + Penalty 2994.496135 = -1013115.791816
  nChanged 16
		SP:Iteration 21Q (96933.870000 sec): 3 clusters
  Score: Raw -1016122.001696 + Penalty 2994.496135 = -1013127.505562
  nChanged 14
		SP:Iteration 22Q (96934.090000 sec): 3 clusters
  Score: Raw -1016130.862597 + Penalty 2994.496135 = -1013136.366462
  nChanged 8
		SP:Iteration 23Q (96934.290000 sec): 3 clusters
  Score: Raw -1016135.401646 + Penalty 2994.496135 = -1013140.905512
  nChanged 6
		SP:Iteration 24Q (96934.530000 sec): 3 clusters
  Score: Raw -1016139.348379 + Penalty 2994.496135 = -1013144.852244
  nChanged 3
		SP:Iteration 25Q (96934.770000 sec): 3 clusters
  Score: Raw -1016141.287312 + Penalty 2994.496135 = -1013146.791177
  nChanged 3
		SP:Iteration 26Q (96934.960000 sec): 3 clusters
  Score: Raw -1016142.790459 + Penalty 2994.496135 = -1013148.294324
  nChanged 5
		SP:Iteration 27Q (96935.170000 sec): 3 clusters
  Score: Raw -1016144.810242 + Penalty 2994.496135 = -1013150.314107
  nChanged 2
		SP:Iteration 28Q (96935.380000 sec): 3 clusters
  Score: Raw -1016147.130144 + Penalty 2994.496135 = -1013152.634009
  nChanged 3
		SP:Iteration 29Q (96935.610000 sec): 3 clusters
  Score: Raw -1016148.959014 + Penalty 2994.496135 = -1013154.462879
  nChanged 3
		SP:Iteration 30Q (96935.790000 sec): 3 clusters
  Score: Raw -1016151.172896 + Penalty 2994.496135 = -1013156.676761
  nChanged 2
		SP:Iteration 31Q (96936.010000 sec): 3 clusters
  Score: Raw -1016152.668917 + Penalty 2994.496135 = -1013158.172782
  nChanged 3
		SP:Iteration 32Q (96936.260000 sec): 3 clusters
  Score: Raw -1016154.541307 + Penalty 2994.496135 = -1013160.045172
  nChanged 3
		SP:Iteration 33Q (96936.490000 sec): 3 clusters
  Score: Raw -1016155.648446 + Penalty 2994.496135 = -1013161.152311
  nChanged 1
		SP:Iteration 34Q (96936.660000 sec): 3 clusters
  Score: Raw -1016155.855830 + Penalty 2994.496135 = -1013161.359695
  nChanged 1
		SP:Iteration 35Q (96936.900000 sec): 3 clusters
  Score: Raw -1016156.152296 + Penalty 2994.496135 = -1013161.656161
  nChanged 1
		SP:Iteration 36Q (96937.110000 sec): 3 clusters
  Score: Raw -1016156.505894 + Penalty 2994.496135 = -1013162.009759
  nChanged 0
		SP:Iteration 37F (96937.360000 sec): 3 clusters
  Score: Raw -1016156.505894 + Penalty 2994.496135 = -1013162.009759
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96937.500000 sec): 2 clusters
  Score: Raw -369777.916762 + Penalty 1328.755004 = -368449.161759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96937.720000 sec): 3 clusters
  Score: Raw -368039.597515 + Penalty 2657.510007 = -365382.087508
  nChanged 1360
		SP:Iteration 1F (96937.940000 sec): 3 clusters
  Score: Raw -368904.853484 + Penalty 2657.510007 = -366247.343477
  nChanged 327
		SP:Iteration 2F (96938.140000 sec): 3 clusters
  Score: Raw -369188.102131 + Penalty 2657.510007 = -366530.592124
  nChanged 275
		SP:Iteration 3F (96938.360000 sec): 3 clusters
  Score: Raw -369441.367508 + Penalty 2657.510007 = -366783.857501
  nChanged 245
		SP:Iteration 4F (96938.510000 sec): 3 clusters
  Score: Raw -369685.443316 + Penalty 2657.510007 = -367027.933309
  nChanged 202
		SP:Iteration 5F (96938.710000 sec): 3 clusters
  Score: Raw -369881.175451 + Penalty 2657.510007 = -367223.665444
  nChanged 153
		SP:Iteration 6Q (96938.950000 sec): 3 clusters
  Score: Raw -370011.404605 + Penalty 2657.510007 = -367353.894598
  nChanged 126
		SP:Iteration 7Q (96939.160000 sec): 3 clusters
  Score: Raw -370107.945359 + Penalty 2657.510007 = -367450.435352
  nChanged 91
		SP:Iteration 8Q (96939.370000 sec): 3 clusters
  Score: Raw -370173.583013 + Penalty 2657.510007 = -367516.073005
  nChanged 72
		SP:Iteration 9Q (96939.540000 sec): 3 clusters
  Score: Raw -370219.134617 + Penalty 2657.510007 = -367561.624610
  nChanged 44
		SP:Iteration 10Q (96939.760000 sec): 3 clusters
  Score: Raw -370239.283777 + Penalty 2657.510007 = -367581.773770
  nChanged 22
		SP:Iteration 11Q (96939.970000 sec): 3 clusters
  Score: Raw -370247.235687 + Penalty 2657.510007 = -367589.725680
  nChanged 12
		SP:Iteration 12Q (96940.100000 sec): 3 clusters
  Score: Raw -370250.918398 + Penalty 2657.510007 = -367593.408391
  nChanged 9
		SP:Iteration 13Q (96940.320000 sec): 3 clusters
  Score: Raw -370253.863344 + Penalty 2657.510007 = -367596.353337
  nChanged 4
		SP:Iteration 14Q (96940.520000 sec): 3 clusters
  Score: Raw -370255.491577 + Penalty 2657.510007 = -367597.981569
  nChanged 4
		SP:Iteration 15Q (96940.720000 sec): 3 clusters
  Score: Raw -370258.474843 + Penalty 2657.510007 = -367600.964836
  nChanged 8
		SP:Iteration 16Q (96940.920000 sec): 3 clusters
  Score: Raw -370261.297962 + Penalty 2657.510007 = -367603.787955
  nChanged 9
		SP:Iteration 17Q (96941.160000 sec): 3 clusters
  Score: Raw -370263.988310 + Penalty 2657.510007 = -367606.478303
  nChanged 5
		SP:Iteration 18Q (96941.320000 sec): 3 clusters
  Score: Raw -370265.438228 + Penalty 2657.510007 = -367607.928221
  nChanged 5
		SP:Iteration 19Q (96941.500000 sec): 3 clusters
  Score: Raw -370266.563803 + Penalty 2657.510007 = -367609.053796
  nChanged 2
		SP:Iteration 20F (96941.710000 sec): 3 clusters
  Score: Raw -370266.981477 + Penalty 2657.510007 = -367609.471470
  nChanged 2
		SP:Iteration 21Q (96941.950000 sec): 3 clusters
  Score: Raw -370267.310124 + Penalty 2657.510007 = -367609.800116
  nChanged 1
		SP:Iteration 22Q (96942.160000 sec): 3 clusters
  Score: Raw -370267.618410 + Penalty 2657.510007 = -367610.108403
  nChanged 1
		SP:Iteration 23Q (96942.390000 sec): 3 clusters
  Score: Raw -370267.791609 + Penalty 2657.510007 = -367610.281602
  nChanged 1
		SP:Iteration 24Q (96942.530000 sec): 3 clusters
  Score: Raw -370268.024123 + Penalty 2657.510007 = -367610.514116
  nChanged 2
		SP:Iteration 25Q (96942.760000 sec): 3 clusters
  Score: Raw -370268.431368 + Penalty 2657.510007 = -367610.921360
  nChanged 1
		SP:Iteration 26Q (96942.980000 sec): 3 clusters
  Score: Raw -370269.040761 + Penalty 2657.510007 = -367611.530754
  nChanged 3
		SP:Iteration 27Q (96943.200000 sec): 3 clusters
  Score: Raw -370270.181573 + Penalty 2657.510007 = -367612.671566
  nChanged 2
		SP:Iteration 28Q (96943.400000 sec): 3 clusters
  Score: Raw -370270.715243 + Penalty 2657.510007 = -367613.205236
  nChanged 0
		SP:Iteration 29F (96943.620000 sec): 3 clusters
  Score: Raw -370270.715243 + Penalty 2657.510007 = -367613.205236
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96943.810000 sec): 2 clusters
  Score: Raw -1906227.987102 + Penalty 1592.358062 = -1904635.629040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96944.110000 sec): 3 clusters
  Score: Raw -1895415.620913 + Penalty 3184.716125 = -1892230.904788
  nChanged 8125
		SP:Iteration 1F (96944.440000 sec): 3 clusters
  Score: Raw -1899992.346203 + Penalty 3184.716125 = -1896807.630078
  nChanged 1016
		SP:Iteration 2F (96944.730000 sec): 3 clusters
  Score: Raw -1900462.464564 + Penalty 3184.716125 = -1897277.748439
  nChanged 1095
		SP:Iteration 3F (96945.000000 sec): 3 clusters
  Score: Raw -1901133.691080 + Penalty 3184.716125 = -1897948.974955
  nChanged 1252
		SP:Iteration 4F (96945.350000 sec): 3 clusters
  Score: Raw -1902083.732029 + Penalty 3184.716125 = -1898899.015904
  nChanged 1368
		SP:Iteration 5F (96945.590000 sec): 3 clusters
  Score: Raw -1903240.523541 + Penalty 3184.716125 = -1900055.807417
  nChanged 1227
		SP:Iteration 6F (96945.880000 sec): 3 clusters
  Score: Raw -1904377.597781 + Penalty 3184.716125 = -1901192.881656
  nChanged 938
		SP:Iteration 7F (96946.220000 sec): 3 clusters
  Score: Raw -1905266.776822 + Penalty 3184.716125 = -1902082.060698
  nChanged 548
		SP:Iteration 8Q (96946.460000 sec): 3 clusters
  Score: Raw -1905787.389534 + Penalty 3184.716125 = -1902602.673409
  nChanged 335
		SP:Iteration 9Q (96946.730000 sec): 3 clusters
  Score: Raw -1906053.709857 + Penalty 3184.716125 = -1902868.993732
  nChanged 230
		SP:Iteration 10Q (96946.990000 sec): 3 clusters
  Score: Raw -1906208.293498 + Penalty 3184.716125 = -1903023.577373
  nChanged 164
		SP:Iteration 11Q (96947.290000 sec): 3 clusters
  Score: Raw -1906305.721398 + Penalty 3184.716125 = -1903121.005273
  nChanged 104
		SP:Iteration 12Q (96947.540000 sec): 3 clusters
  Score: Raw -1906356.492400 + Penalty 3184.716125 = -1903171.776275
  nChanged 77
		SP:Iteration 13Q (96947.790000 sec): 3 clusters
  Score: Raw -1906403.193290 + Penalty 3184.716125 = -1903218.477165
  nChanged 67
		SP:Iteration 14Q (96948.060000 sec): 3 clusters
  Score: Raw -1906440.918474 + Penalty 3184.716125 = -1903256.202349
  nChanged 52
		SP:Iteration 15Q (96948.300000 sec): 3 clusters
  Score: Raw -1906467.033104 + Penalty 3184.716125 = -1903282.316979
  nChanged 46
		SP:Iteration 16Q (96948.600000 sec): 3 clusters
  Score: Raw -1906493.890190 + Penalty 3184.716125 = -1903309.174066
  nChanged 48
		SP:Iteration 17Q (96948.860000 sec): 3 clusters
  Score: Raw -1906517.285069 + Penalty 3184.716125 = -1903332.568944
  nChanged 41
		SP:Iteration 18Q (96949.140000 sec): 3 clusters
  Score: Raw -1906536.070411 + Penalty 3184.716125 = -1903351.354287
  nChanged 28
		SP:Iteration 19Q (96949.400000 sec): 3 clusters
  Score: Raw -1906546.590976 + Penalty 3184.716125 = -1903361.874852
  nChanged 16
		SP:Iteration 20F (96949.670000 sec): 3 clusters
  Score: Raw -1906552.793843 + Penalty 3184.716125 = -1903368.077719
  nChanged 10
		SP:Iteration 21Q (96949.980000 sec): 3 clusters
  Score: Raw -1906556.263020 + Penalty 3184.716125 = -1903371.546895
  nChanged 8
		SP:Iteration 22Q (96950.240000 sec): 3 clusters
  Score: Raw -1906558.582370 + Penalty 3184.716125 = -1903373.866245
  nChanged 9
		SP:Iteration 23Q (96950.500000 sec): 3 clusters
  Score: Raw -1906562.777804 + Penalty 3184.716125 = -1903378.061679
  nChanged 10
		SP:Iteration 24Q (96950.730000 sec): 3 clusters
  Score: Raw -1906566.744660 + Penalty 3184.716125 = -1903382.028536
  nChanged 8
		SP:Iteration 25Q (96950.970000 sec): 3 clusters
  Score: Raw -1906569.641439 + Penalty 3184.716125 = -1903384.925315
  nChanged 7
		SP:Iteration 26Q (96951.260000 sec): 3 clusters
  Score: Raw -1906571.178877 + Penalty 3184.716125 = -1903386.462752
  nChanged 7
		SP:Iteration 27Q (96951.490000 sec): 3 clusters
  Score: Raw -1906572.732980 + Penalty 3184.716125 = -1903388.016855
  nChanged 4
		SP:Iteration 28Q (96951.740000 sec): 3 clusters
  Score: Raw -1906573.568063 + Penalty 3184.716125 = -1903388.851939
  nChanged 0
		SP:Iteration 29F (96952.040000 sec): 3 clusters
  Score: Raw -1906573.568063 + Penalty 3184.716125 = -1903388.851939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96952.130000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96952.320000 sec): 3 clusters
  Score: Raw -26844.938901 + Penalty 1810.950060 = -25033.988841
  nChanged 30
		SP:Iteration 1F (96952.470000 sec): 3 clusters
  Score: Raw -26915.802517 + Penalty 1810.950060 = -25104.852457
  nChanged 10
		SP:Iteration 2Q (96952.660000 sec): 3 clusters
  Score: Raw -26943.245625 + Penalty 1810.950060 = -25132.295564
  nChanged 6
		SP:Iteration 3Q (96952.840000 sec): 3 clusters
  Score: Raw -26959.377161 + Penalty 1810.950060 = -25148.427101
  nChanged 1
		SP:Iteration 4Q (96952.960000 sec): 3 clusters
  Score: Raw -26960.324449 + Penalty 1810.950060 = -25149.374389
  nChanged 0
		SP:Iteration 5F (96953.180000 sec): 3 clusters
  Score: Raw -26960.324449 + Penalty 1810.950060 = -25149.374389
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96953.320000 sec): 2 clusters
  Score: Raw -112258.335001 + Penalty 1169.583245 = -111088.751756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96953.490000 sec): 3 clusters
  Score: Raw -111771.591962 + Penalty 2339.166490 = -109432.425472
  nChanged 460
		SP:Iteration 1F (96953.720000 sec): 3 clusters
  Score: Raw -112278.130970 + Penalty 2339.166490 = -109938.964480
  nChanged 151
		SP:Iteration 2F (96953.900000 sec): 3 clusters
  Score: Raw -112517.861819 + Penalty 2339.166490 = -110178.695329
  nChanged 100
		SP:Iteration 3F (96954.100000 sec): 3 clusters
  Score: Raw -112705.070152 + Penalty 2339.166490 = -110365.903662
  nChanged 72
		SP:Iteration 4F (96954.320000 sec): 3 clusters
  Score: Raw -112812.023104 + Penalty 2339.166490 = -110472.856614
  nChanged 49
		SP:Iteration 5Q (96954.530000 sec): 3 clusters
  Score: Raw -112868.499562 + Penalty 2339.166490 = -110529.333072
  nChanged 29
		SP:Iteration 6Q (96954.770000 sec): 3 clusters
  Score: Raw -112899.920081 + Penalty 2339.166490 = -110560.753591
  nChanged 21
		SP:Iteration 7Q (96954.980000 sec): 3 clusters
  Score: Raw -112914.635812 + Penalty 2339.166490 = -110575.469322
  nChanged 11
		SP:Iteration 8Q (96955.180000 sec): 3 clusters
  Score: Raw -112921.790815 + Penalty 2339.166490 = -110582.624325
  nChanged 11
		SP:Iteration 9Q (96955.310000 sec): 3 clusters
  Score: Raw -112931.337563 + Penalty 2339.166490 = -110592.171073
  nChanged 11
		SP:Iteration 10Q (96955.540000 sec): 3 clusters
  Score: Raw -112937.849210 + Penalty 2339.166490 = -110598.682720
  nChanged 7
		SP:Iteration 11Q (96955.740000 sec): 3 clusters
  Score: Raw -112944.214558 + Penalty 2339.166490 = -110605.048068
  nChanged 2
		SP:Iteration 12Q (96955.950000 sec): 3 clusters
  Score: Raw -112945.815103 + Penalty 2339.166490 = -110606.648613
  nChanged 4
		SP:Iteration 13Q (96956.130000 sec): 3 clusters
  Score: Raw -112948.063040 + Penalty 2339.166490 = -110608.896550
  nChanged 3
		SP:Iteration 14Q (96956.310000 sec): 3 clusters
  Score: Raw -112949.428566 + Penalty 2339.166490 = -110610.262076
  nChanged 1
		SP:Iteration 15Q (96956.580000 sec): 3 clusters
  Score: Raw -112949.790110 + Penalty 2339.166490 = -110610.623620
  nChanged 1
		SP:Iteration 16Q (96956.760000 sec): 3 clusters
  Score: Raw -112950.468776 + Penalty 2339.166490 = -110611.302286
  nChanged 0
		SP:Iteration 17F (96956.940000 sec): 3 clusters
  Score: Raw -112950.468776 + Penalty 2339.166490 = -110611.302286
  nChanged 0
Iteration 219Q (97045.940000 sec): 71 clusters
  Score: Raw -138099059.092507 + Penalty 160690.589220 = -137938368.503287
  nChanged 225
Iteration 220F (97200.180000 sec): 71 clusters
  Score: Raw -138099266.246986 + Penalty 160690.589220 = -137938575.657765
  nChanged 199
Iteration 221Q (97286.370000 sec): 71 clusters
  Score: Raw -138099301.703844 + Penalty 160690.589220 = -137938611.114624
  nChanged 194
Iteration 222Q (97375.100000 sec): 71 clusters
  Score: Raw -138099318.947347 + Penalty 160690.589220 = -137938628.358127
  nChanged 227
Iteration 223Q (97464.220000 sec): 71 clusters
  Score: Raw -138099336.195687 + Penalty 160690.589220 = -137938645.606466
  nChanged 216
Iteration 224Q (97557.380000 sec): 71 clusters
  Score: Raw -138099354.340826 + Penalty 160690.589220 = -137938663.751605
  nChanged 235
Iteration 225Q (97641.670000 sec): 71 clusters
  Score: Raw -138099368.242408 + Penalty 160690.589220 = -137938677.653188
  nChanged 210
Iteration 226Q (97727.040000 sec): 71 clusters
  Score: Raw -138099380.887154 + Penalty 160690.589220 = -137938690.297934
  nChanged 202
Iteration 227Q (97819.330000 sec): 71 clusters
  Score: Raw -138099393.256506 + Penalty 160690.589220 = -137938702.667286
  nChanged 178
Iteration 228Q (97904.610000 sec): 71 clusters
  Score: Raw -138099401.922275 + Penalty 160690.589220 = -137938711.333055
  nChanged 171
Iteration 229Q (97996.090000 sec): 71 clusters
  Score: Raw -138099409.940603 + Penalty 160690.589220 = -137938719.351383
  nChanged 142
Iteration 230Q (98086.660000 sec): 71 clusters
  Score: Raw -138099416.174840 + Penalty 160690.589220 = -137938725.585619
  nChanged 158
Iteration 231Q (98164.040000 sec): 71 clusters
  Score: Raw -138099423.892246 + Penalty 160690.589220 = -137938733.303026
  nChanged 158
Iteration 232Q (98234.160000 sec): 71 clusters
  Score: Raw -138099430.458242 + Penalty 160690.589220 = -137938739.869022
  nChanged 150
Iteration 233Q (98309.350000 sec): 71 clusters
  Score: Raw -138099437.342358 + Penalty 160690.589220 = -137938746.753138
  nChanged 133
Iteration 234Q (98385.940000 sec): 71 clusters
  Score: Raw -138099442.911002 + Penalty 160690.589220 = -137938752.321781
  nChanged 115
Iteration 235Q (98469.450000 sec): 71 clusters
  Score: Raw -138099447.806536 + Penalty 160690.589220 = -137938757.217316
  nChanged 113
Iteration 236Q (98546.470000 sec): 71 clusters
  Score: Raw -138099452.792823 + Penalty 160690.589220 = -137938762.203603
  nChanged 122
Iteration 237Q (98619.630000 sec): 71 clusters
  Score: Raw -138099457.974627 + Penalty 160690.589220 = -137938767.385406
  nChanged 111
Iteration 238Q (98686.520000 sec): 71 clusters
  Score: Raw -138099461.844459 + Penalty 160690.589220 = -137938771.255238
  nChanged 106
Iteration 239Q (98765.340000 sec): 71 clusters
  Score: Raw -138099465.449950 + Penalty 160690.589220 = -137938774.860729
  nChanged 118
Iteration 240F (98914.640000 sec): 71 clusters
  Score: Raw -138099470.378413 + Penalty 160690.589220 = -137938779.789193
  nChanged 139
Iteration 241Q (98989.650000 sec): 71 clusters
  Score: Raw -138099475.313053 + Penalty 160690.589220 = -137938784.723833
  nChanged 112
Iteration 242Q (99066.890000 sec): 71 clusters
  Score: Raw -138099478.788701 + Penalty 160690.589220 = -137938788.199481
  nChanged 115
Iteration 243Q (99140.040000 sec): 71 clusters
  Score: Raw -138099482.699163 + Penalty 160690.589220 = -137938792.109942
  nChanged 113
Iteration 244Q (99218.520000 sec): 71 clusters
  Score: Raw -138099486.292480 + Penalty 160690.589220 = -137938795.703260
  nChanged 108
Iteration 245Q (99298.300000 sec): 71 clusters
  Score: Raw -138099489.737730 + Penalty 160690.589220 = -137938799.148510
  nChanged 111
Iteration 246Q (99377.430000 sec): 71 clusters
  Score: Raw -138099492.926863 + Penalty 160690.589220 = -137938802.337643
  nChanged 86
Iteration 247Q (99459.580000 sec): 71 clusters
  Score: Raw -138099495.489042 + Penalty 160690.589220 = -137938804.899822
  nChanged 83
Iteration 248Q (99538.640000 sec): 71 clusters
  Score: Raw -138099497.812431 + Penalty 160690.589220 = -137938807.223211
  nChanged 96
Iteration 249Q (99612.000000 sec): 71 clusters
  Score: Raw -138099500.502521 + Penalty 160690.589220 = -137938809.913301
  nChanged 77
Iteration 250Q (99688.900000 sec): 71 clusters
  Score: Raw -138099502.407786 + Penalty 160690.589220 = -137938811.818566
  nChanged 80
Iteration 251Q (99774.630000 sec): 71 clusters
  Score: Raw -138099504.506205 + Penalty 160690.589220 = -137938813.916985
  nChanged 75
Iteration 252Q (99854.890000 sec): 71 clusters
  Score: Raw -138099506.634090 + Penalty 160690.589220 = -137938816.044870
  nChanged 80
Iteration 253Q (99936.180000 sec): 71 clusters
  Score: Raw -138099508.637528 + Penalty 160690.589220 = -137938818.048308
  nChanged 83
Iteration 254Q (100012.550000 sec): 71 clusters
  Score: Raw -138099510.769963 + Penalty 160690.589220 = -137938820.180743
  nChanged 71
Iteration 255Q (100077.200000 sec): 71 clusters
  Score: Raw -138099512.819820 + Penalty 160690.589220 = -137938822.230600
  nChanged 75
Iteration 256Q (100155.950000 sec): 71 clusters
  Score: Raw -138099515.250264 + Penalty 160690.589220 = -137938824.661043
  nChanged 65
Iteration 257Q (100235.560000 sec): 71 clusters
  Score: Raw -138099516.821051 + Penalty 160690.589220 = -137938826.231831
  nChanged 52
Iteration 258Q (100309.920000 sec): 71 clusters
  Score: Raw -138099517.919622 + Penalty 160690.589220 = -137938827.330401
  nChanged 55
Writing temp clu file 
Because OldScore, -137938826.231831, is greater than current (better) Score,-137938827.330401 
 Compute initial score before splitting:   Score: Raw -138099517.919622 + Penalty 160690.589220 = -137938827.330401
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100310.370000 sec): 2 clusters
  Score: Raw -113045.878814 + Penalty 1146.908415 = -111898.970400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100310.550000 sec): 3 clusters
  Score: Raw -112644.509838 + Penalty 2293.816830 = -110350.693008
  nChanged 350
		SP:Iteration 1F (100310.730000 sec): 3 clusters
  Score: Raw -112961.225747 + Penalty 2293.816830 = -110667.408917
  nChanged 89
		SP:Iteration 2F (100310.900000 sec): 3 clusters
  Score: Raw -113060.299117 + Penalty 2293.816830 = -110766.482287
  nChanged 51
		SP:Iteration 3Q (100311.070000 sec): 3 clusters
  Score: Raw -113113.604437 + Penalty 2293.816830 = -110819.787607
  nChanged 33
		SP:Iteration 4Q (100311.290000 sec): 3 clusters
  Score: Raw -113149.893041 + Penalty 2293.816830 = -110856.076211
  nChanged 25
		SP:Iteration 5Q (100311.450000 sec): 3 clusters
  Score: Raw -113172.036189 + Penalty 2293.816830 = -110878.219360
  nChanged 16
		SP:Iteration 6Q (100311.690000 sec): 3 clusters
  Score: Raw -113194.606748 + Penalty 2293.816830 = -110900.789918
  nChanged 26
		SP:Iteration 7Q (100311.900000 sec): 3 clusters
  Score: Raw -113218.585685 + Penalty 2293.816830 = -110924.768855
  nChanged 22
		SP:Iteration 8Q (100312.060000 sec): 3 clusters
  Score: Raw -113238.953074 + Penalty 2293.816830 = -110945.136245
  nChanged 18
		SP:Iteration 9Q (100312.270000 sec): 3 clusters
  Score: Raw -113260.930948 + Penalty 2293.816830 = -110967.114118
  nChanged 18
		SP:Iteration 10Q (100312.420000 sec): 3 clusters
  Score: Raw -113281.692320 + Penalty 2293.816830 = -110987.875490
  nChanged 24
		SP:Iteration 11Q (100312.620000 sec): 3 clusters
  Score: Raw -113324.133512 + Penalty 2293.816830 = -111030.316683
  nChanged 32
		SP:Iteration 12Q (100312.760000 sec): 3 clusters
  Score: Raw -113371.250998 + Penalty 2293.816830 = -111077.434168
  nChanged 32
		SP:Iteration 13Q (100312.970000 sec): 3 clusters
  Score: Raw -113424.036173 + Penalty 2293.816830 = -111130.219343
  nChanged 37
		SP:Iteration 14Q (100313.140000 sec): 3 clusters
  Score: Raw -113482.354029 + Penalty 2293.816830 = -111188.537200
  nChanged 37
		SP:Iteration 15Q (100313.310000 sec): 3 clusters
  Score: Raw -113527.806365 + Penalty 2293.816830 = -111233.989535
  nChanged 26
		SP:Iteration 16Q (100313.500000 sec): 3 clusters
  Score: Raw -113563.930539 + Penalty 2293.816830 = -111270.113710
  nChanged 28
		SP:Iteration 17Q (100313.690000 sec): 3 clusters
  Score: Raw -113611.678227 + Penalty 2293.816830 = -111317.861398
  nChanged 26
		SP:Iteration 18Q (100313.920000 sec): 3 clusters
  Score: Raw -113650.335215 + Penalty 2293.816830 = -111356.518385
  nChanged 24
		SP:Iteration 19Q (100314.060000 sec): 3 clusters
  Score: Raw -113692.826551 + Penalty 2293.816830 = -111399.009722
  nChanged 22
		SP:Iteration 20F (100314.250000 sec): 3 clusters
  Score: Raw -113731.619813 + Penalty 2293.816830 = -111437.802983
  nChanged 17
		SP:Iteration 21Q (100314.420000 sec): 3 clusters
  Score: Raw -113765.739381 + Penalty 2293.816830 = -111471.922551
  nChanged 14
		SP:Iteration 22Q (100314.600000 sec): 3 clusters
  Score: Raw -113785.076610 + Penalty 2293.816830 = -111491.259780
  nChanged 9
		SP:Iteration 23Q (100314.820000 sec): 3 clusters
  Score: Raw -113800.208909 + Penalty 2293.816830 = -111506.392080
  nChanged 11
		SP:Iteration 24Q (100314.990000 sec): 3 clusters
  Score: Raw -113823.363863 + Penalty 2293.816830 = -111529.547033
  nChanged 12
		SP:Iteration 25Q (100315.200000 sec): 3 clusters
  Score: Raw -113846.565666 + Penalty 2293.816830 = -111552.748837
  nChanged 10
		SP:Iteration 26Q (100315.360000 sec): 3 clusters
  Score: Raw -113871.094000 + Penalty 2293.816830 = -111577.277171
  nChanged 9
		SP:Iteration 27Q (100315.600000 sec): 3 clusters
  Score: Raw -113899.552669 + Penalty 2293.816830 = -111605.735839
  nChanged 11
		SP:Iteration 28Q (100315.800000 sec): 3 clusters
  Score: Raw -113921.989296 + Penalty 2293.816830 = -111628.172466
  nChanged 10
		SP:Iteration 29Q (100316.030000 sec): 3 clusters
  Score: Raw -113952.980879 + Penalty 2293.816830 = -111659.164049
  nChanged 9
		SP:Iteration 30Q (100316.260000 sec): 3 clusters
  Score: Raw -113972.076823 + Penalty 2293.816830 = -111678.259993
  nChanged 7
		SP:Iteration 31Q (100316.440000 sec): 3 clusters
  Score: Raw -113988.889305 + Penalty 2293.816830 = -111695.072475
  nChanged 9
		SP:Iteration 32Q (100316.600000 sec): 3 clusters
  Score: Raw -114013.661386 + Penalty 2293.816830 = -111719.844556
  nChanged 8
		SP:Iteration 33Q (100316.850000 sec): 3 clusters
  Score: Raw -114038.492901 + Penalty 2293.816830 = -111744.676071
  nChanged 5
		SP:Iteration 34Q (100317.040000 sec): 3 clusters
  Score: Raw -114052.594907 + Penalty 2293.816830 = -111758.778077
  nChanged 8
		SP:Iteration 35Q (100317.190000 sec): 3 clusters
  Score: Raw -114071.798456 + Penalty 2293.816830 = -111777.981626
  nChanged 6
		SP:Iteration 36Q (100317.390000 sec): 3 clusters
  Score: Raw -114080.861365 + Penalty 2293.816830 = -111787.044536
  nChanged 5
		SP:Iteration 37Q (100317.620000 sec): 3 clusters
  Score: Raw -114089.981895 + Penalty 2293.816830 = -111796.165065
  nChanged 2
		SP:Iteration 38Q (100317.800000 sec): 3 clusters
  Score: Raw -114095.270704 + Penalty 2293.816830 = -111801.453874
  nChanged 5
		SP:Iteration 39Q (100317.990000 sec): 3 clusters
  Score: Raw -114112.890110 + Penalty 2293.816830 = -111819.073280
  nChanged 4
		SP:Iteration 40F (100318.170000 sec): 3 clusters
  Score: Raw -114128.633034 + Penalty 2293.816830 = -111834.816205
  nChanged 4
		SP:Iteration 41Q (100318.380000 sec): 3 clusters
  Score: Raw -114136.222240 + Penalty 2293.816830 = -111842.405410
  nChanged 3
		SP:Iteration 42Q (100318.570000 sec): 3 clusters
  Score: Raw -114143.107921 + Penalty 2293.816830 = -111849.291092
  nChanged 3
		SP:Iteration 43Q (100318.720000 sec): 3 clusters
  Score: Raw -114148.597458 + Penalty 2293.816830 = -111854.780628
  nChanged 2
		SP:Iteration 44Q (100318.870000 sec): 3 clusters
  Score: Raw -114151.051865 + Penalty 2293.816830 = -111857.235036
  nChanged 2
		SP:Iteration 45Q (100319.090000 sec): 3 clusters
  Score: Raw -114153.387845 + Penalty 2293.816830 = -111859.571015
  nChanged 0
		SP:Iteration 46F (100319.270000 sec): 3 clusters
  Score: Raw -114153.387845 + Penalty 2293.816830 = -111859.571015
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100319.400000 sec): 2 clusters
  Score: Raw -193929.019480 + Penalty 1232.773150 = -192696.246330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100319.560000 sec): 3 clusters
  Score: Raw -193070.713212 + Penalty 2465.546300 = -190605.166912
  nChanged 714
		SP:Iteration 1F (100319.750000 sec): 3 clusters
  Score: Raw -193616.053911 + Penalty 2465.546300 = -191150.507612
  nChanged 201
		SP:Iteration 2F (100319.980000 sec): 3 clusters
  Score: Raw -193827.695240 + Penalty 2465.546300 = -191362.148940
  nChanged 144
		SP:Iteration 3F (100320.170000 sec): 3 clusters
  Score: Raw -193985.345732 + Penalty 2465.546300 = -191519.799432
  nChanged 110
		SP:Iteration 4F (100320.370000 sec): 3 clusters
  Score: Raw -194097.385133 + Penalty 2465.546300 = -191631.838833
  nChanged 102
		SP:Iteration 5F (100320.530000 sec): 3 clusters
  Score: Raw -194194.208864 + Penalty 2465.546300 = -191728.662565
  nChanged 73
		SP:Iteration 6Q (100320.750000 sec): 3 clusters
  Score: Raw -194251.840155 + Penalty 2465.546300 = -191786.293855
  nChanged 58
		SP:Iteration 7Q (100320.970000 sec): 3 clusters
  Score: Raw -194298.221414 + Penalty 2465.546300 = -191832.675114
  nChanged 54
		SP:Iteration 8Q (100321.190000 sec): 3 clusters
  Score: Raw -194339.126009 + Penalty 2465.546300 = -191873.579709
  nChanged 39
		SP:Iteration 9Q (100321.350000 sec): 3 clusters
  Score: Raw -194368.294172 + Penalty 2465.546300 = -191902.747873
  nChanged 23
		SP:Iteration 10Q (100321.540000 sec): 3 clusters
  Score: Raw -194385.156499 + Penalty 2465.546300 = -191919.610199
  nChanged 20
		SP:Iteration 11Q (100321.730000 sec): 3 clusters
  Score: Raw -194401.866849 + Penalty 2465.546300 = -191936.320549
  nChanged 14
		SP:Iteration 12Q (100321.970000 sec): 3 clusters
  Score: Raw -194411.289694 + Penalty 2465.546300 = -191945.743394
  nChanged 12
		SP:Iteration 13Q (100322.180000 sec): 3 clusters
  Score: Raw -194419.080183 + Penalty 2465.546300 = -191953.533883
  nChanged 14
		SP:Iteration 14Q (100322.390000 sec): 3 clusters
  Score: Raw -194426.519513 + Penalty 2465.546300 = -191960.973213
  nChanged 6
		SP:Iteration 15Q (100322.600000 sec): 3 clusters
  Score: Raw -194430.494578 + Penalty 2465.546300 = -191964.948278
  nChanged 2
		SP:Iteration 16Q (100322.830000 sec): 3 clusters
  Score: Raw -194431.411204 + Penalty 2465.546300 = -191965.864904
  nChanged 3
		SP:Iteration 17Q (100323.040000 sec): 3 clusters
  Score: Raw -194435.750039 + Penalty 2465.546300 = -191970.203740
  nChanged 4
		SP:Iteration 18Q (100323.240000 sec): 3 clusters
  Score: Raw -194437.320650 + Penalty 2465.546300 = -191971.774350
  nChanged 1
		SP:Iteration 19Q (100323.460000 sec): 3 clusters
  Score: Raw -194438.074319 + Penalty 2465.546300 = -191972.528020
  nChanged 0
		SP:Iteration 20F (100323.660000 sec): 3 clusters
  Score: Raw -194438.074319 + Penalty 2465.546300 = -191972.528020
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100323.770000 sec): 2 clusters
  Score: Raw -389876.650339 + Penalty 1351.716328 = -388524.934010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100324.010000 sec): 3 clusters
  Score: Raw -387886.632637 + Penalty 2703.432657 = -385183.199980
  nChanged 1607
		SP:Iteration 1F (100324.210000 sec): 3 clusters
  Score: Raw -388917.678986 + Penalty 2703.432657 = -386214.246329
  nChanged 364
		SP:Iteration 2F (100324.430000 sec): 3 clusters
  Score: Raw -389219.396468 + Penalty 2703.432657 = -386515.963811
  nChanged 263
		SP:Iteration 3F (100324.650000 sec): 3 clusters
  Score: Raw -389439.254201 + Penalty 2703.432657 = -386735.821544
  nChanged 220
		SP:Iteration 4F (100324.900000 sec): 3 clusters
  Score: Raw -389645.179291 + Penalty 2703.432657 = -386941.746634
  nChanged 249
		SP:Iteration 5F (100325.090000 sec): 3 clusters
  Score: Raw -389895.974794 + Penalty 2703.432657 = -387192.542137
  nChanged 238
		SP:Iteration 6F (100325.320000 sec): 3 clusters
  Score: Raw -390105.861567 + Penalty 2703.432657 = -387402.428910
  nChanged 174
		SP:Iteration 7Q (100325.550000 sec): 3 clusters
  Score: Raw -390238.076964 + Penalty 2703.432657 = -387534.644307
  nChanged 138
		SP:Iteration 8Q (100325.790000 sec): 3 clusters
  Score: Raw -390323.102311 + Penalty 2703.432657 = -387619.669654
  nChanged 92
		SP:Iteration 9Q (100325.980000 sec): 3 clusters
  Score: Raw -390375.236694 + Penalty 2703.432657 = -387671.804037
  nChanged 70
		SP:Iteration 10Q (100326.220000 sec): 3 clusters
  Score: Raw -390414.578716 + Penalty 2703.432657 = -387711.146060
  nChanged 66
		SP:Iteration 11Q (100326.450000 sec): 3 clusters
  Score: Raw -390455.122944 + Penalty 2703.432657 = -387751.690287
  nChanged 54
		SP:Iteration 12Q (100326.640000 sec): 3 clusters
  Score: Raw -390483.123516 + Penalty 2703.432657 = -387779.690859
  nChanged 42
		SP:Iteration 13Q (100326.800000 sec): 3 clusters
  Score: Raw -390505.407840 + Penalty 2703.432657 = -387801.975183
  nChanged 41
		SP:Iteration 14Q (100327.000000 sec): 3 clusters
  Score: Raw -390528.239016 + Penalty 2703.432657 = -387824.806359
  nChanged 39
		SP:Iteration 15Q (100327.250000 sec): 3 clusters
  Score: Raw -390551.795110 + Penalty 2703.432657 = -387848.362453
  nChanged 33
		SP:Iteration 16Q (100327.430000 sec): 3 clusters
  Score: Raw -390565.951144 + Penalty 2703.432657 = -387862.518488
  nChanged 27
		SP:Iteration 17Q (100327.620000 sec): 3 clusters
  Score: Raw -390584.395923 + Penalty 2703.432657 = -387880.963266
  nChanged 16
		SP:Iteration 18Q (100327.840000 sec): 3 clusters
  Score: Raw -390599.988203 + Penalty 2703.432657 = -387896.555547
  nChanged 16
		SP:Iteration 19Q (100328.040000 sec): 3 clusters
  Score: Raw -390610.157139 + Penalty 2703.432657 = -387906.724482
  nChanged 27
		SP:Iteration 20F (100328.200000 sec): 3 clusters
  Score: Raw -390661.473903 + Penalty 2703.432657 = -387958.041246
  nChanged 29
		SP:Iteration 21Q (100328.400000 sec): 3 clusters
  Score: Raw -390696.055071 + Penalty 2703.432657 = -387992.622414
  nChanged 34
		SP:Iteration 22Q (100328.660000 sec): 3 clusters
  Score: Raw -390711.781835 + Penalty 2703.432657 = -388008.349178
  nChanged 27
		SP:Iteration 23Q (100328.830000 sec): 3 clusters
  Score: Raw -390724.695502 + Penalty 2703.432657 = -388021.262845
  nChanged 20
		SP:Iteration 24Q (100329.060000 sec): 3 clusters
  Score: Raw -390732.789412 + Penalty 2703.432657 = -388029.356755
  nChanged 12
		SP:Iteration 25Q (100329.250000 sec): 3 clusters
  Score: Raw -390738.595665 + Penalty 2703.432657 = -388035.163008
  nChanged 10
		SP:Iteration 26Q (100329.430000 sec): 3 clusters
  Score: Raw -390745.946539 + Penalty 2703.432657 = -388042.513882
  nChanged 11
		SP:Iteration 27Q (100329.650000 sec): 3 clusters
  Score: Raw -390755.272028 + Penalty 2703.432657 = -388051.839371
  nChanged 12
		SP:Iteration 28Q (100329.850000 sec): 3 clusters
  Score: Raw -390766.970989 + Penalty 2703.432657 = -388063.538332
  nChanged 18
		SP:Iteration 29Q (100330.040000 sec): 3 clusters
  Score: Raw -390810.300832 + Penalty 2703.432657 = -388106.868175
  nChanged 21
		SP:Iteration 30Q (100330.230000 sec): 3 clusters
  Score: Raw -390884.792926 + Penalty 2703.432657 = -388181.360269
  nChanged 31
		SP:Iteration 31Q (100330.420000 sec): 3 clusters
  Score: Raw -390936.782347 + Penalty 2703.432657 = -388233.349690
  nChanged 30
		SP:Iteration 32Q (100330.630000 sec): 3 clusters
  Score: Raw -390950.448788 + Penalty 2703.432657 = -388247.016131
  nChanged 18
		SP:Iteration 33Q (100330.840000 sec): 3 clusters
  Score: Raw -390961.420006 + Penalty 2703.432657 = -388257.987350
  nChanged 13
		SP:Iteration 34Q (100331.020000 sec): 3 clusters
  Score: Raw -390969.426140 + Penalty 2703.432657 = -388265.993484
  nChanged 12
		SP:Iteration 35Q (100331.260000 sec): 3 clusters
  Score: Raw -390980.634847 + Penalty 2703.432657 = -388277.202190
  nChanged 12
		SP:Iteration 36Q (100331.450000 sec): 3 clusters
  Score: Raw -390986.471627 + Penalty 2703.432657 = -388283.038970
  nChanged 10
		SP:Iteration 37Q (100331.640000 sec): 3 clusters
  Score: Raw -390990.281162 + Penalty 2703.432657 = -388286.848505
  nChanged 7
		SP:Iteration 38Q (100331.860000 sec): 3 clusters
  Score: Raw -390993.132088 + Penalty 2703.432657 = -388289.699432
  nChanged 5
		SP:Iteration 39Q (100332.050000 sec): 3 clusters
  Score: Raw -390994.700487 + Penalty 2703.432657 = -388291.267830
  nChanged 5
		SP:Iteration 40F (100332.230000 sec): 3 clusters
  Score: Raw -390996.558228 + Penalty 2703.432657 = -388293.125571
  nChanged 3
		SP:Iteration 41Q (100332.430000 sec): 3 clusters
  Score: Raw -390997.156244 + Penalty 2703.432657 = -388293.723587
  nChanged 2
		SP:Iteration 42Q (100332.560000 sec): 3 clusters
  Score: Raw -390997.394104 + Penalty 2703.432657 = -388293.961447
  nChanged 1
		SP:Iteration 43Q (100332.750000 sec): 3 clusters
  Score: Raw -390997.616570 + Penalty 2703.432657 = -388294.183913
  nChanged 1
		SP:Iteration 44Q (100332.940000 sec): 3 clusters
  Score: Raw -390997.998869 + Penalty 2703.432657 = -388294.566212
  nChanged 2
		SP:Iteration 45Q (100333.110000 sec): 3 clusters
  Score: Raw -390998.714236 + Penalty 2703.432657 = -388295.281580
  nChanged 1
		SP:Iteration 46Q (100333.280000 sec): 3 clusters
  Score: Raw -390998.892416 + Penalty 2703.432657 = -388295.459759
  nChanged 1
		SP:Iteration 47Q (100333.450000 sec): 3 clusters
  Score: Raw -390999.077659 + Penalty 2703.432657 = -388295.645002
  nChanged 0
		SP:Iteration 48F (100333.640000 sec): 3 clusters
  Score: Raw -390999.077659 + Penalty 2703.432657 = -388295.645002
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100333.810000 sec): 2 clusters
  Score: Raw -1040856.510505 + Penalty 1502.003415 = -1039354.507091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100334.050000 sec): 3 clusters
  Score: Raw -1035013.734595 + Penalty 3004.006829 = -1032009.727765
  nChanged 4453
		SP:Iteration 1F (100334.280000 sec): 3 clusters
  Score: Raw -1037396.020732 + Penalty 3004.006829 = -1034392.013903
  nChanged 670
		SP:Iteration 2F (100334.500000 sec): 3 clusters
  Score: Raw -1037705.319024 + Penalty 3004.006829 = -1034701.312195
  nChanged 554
		SP:Iteration 3F (100334.740000 sec): 3 clusters
  Score: Raw -1037922.932035 + Penalty 3004.006829 = -1034918.925205
  nChanged 451
		SP:Iteration 4Q (100334.990000 sec): 3 clusters
  Score: Raw -1038093.125919 + Penalty 3004.006829 = -1035089.119090
  nChanged 408
		SP:Iteration 5Q (100335.180000 sec): 3 clusters
  Score: Raw -1038254.589300 + Penalty 3004.006829 = -1035250.582470
  nChanged 390
		SP:Iteration 6Q (100335.400000 sec): 3 clusters
  Score: Raw -1038421.137230 + Penalty 3004.006829 = -1035417.130401
  nChanged 389
		SP:Iteration 7Q (100335.670000 sec): 3 clusters
  Score: Raw -1038587.837783 + Penalty 3004.006829 = -1035583.830953
  nChanged 371
		SP:Iteration 8Q (100335.920000 sec): 3 clusters
  Score: Raw -1038743.885945 + Penalty 3004.006829 = -1035739.879115
  nChanged 357
		SP:Iteration 9Q (100336.150000 sec): 3 clusters
  Score: Raw -1038905.768064 + Penalty 3004.006829 = -1035901.761234
  nChanged 361
		SP:Iteration 10Q (100336.330000 sec): 3 clusters
  Score: Raw -1039069.625754 + Penalty 3004.006829 = -1036065.618925
  nChanged 354
		SP:Iteration 11Q (100336.560000 sec): 3 clusters
  Score: Raw -1039238.341260 + Penalty 3004.006829 = -1036234.334431
  nChanged 361
		SP:Iteration 12Q (100336.750000 sec): 3 clusters
  Score: Raw -1039418.636706 + Penalty 3004.006829 = -1036414.629877
  nChanged 349
		SP:Iteration 13Q (100337.010000 sec): 3 clusters
  Score: Raw -1039614.563894 + Penalty 3004.006829 = -1036610.557065
  nChanged 343
		SP:Iteration 14Q (100337.210000 sec): 3 clusters
  Score: Raw -1039802.566184 + Penalty 3004.006829 = -1036798.559354
  nChanged 346
		SP:Iteration 15Q (100337.450000 sec): 3 clusters
  Score: Raw -1039966.980069 + Penalty 3004.006829 = -1036962.973239
  nChanged 263
		SP:Iteration 16Q (100337.680000 sec): 3 clusters
  Score: Raw -1040085.039973 + Penalty 3004.006829 = -1037081.033144
  nChanged 225
		SP:Iteration 17Q (100337.900000 sec): 3 clusters
  Score: Raw -1040154.227448 + Penalty 3004.006829 = -1037150.220619
  nChanged 163
		SP:Iteration 18Q (100338.170000 sec): 3 clusters
  Score: Raw -1040204.244962 + Penalty 3004.006829 = -1037200.238132
  nChanged 122
		SP:Iteration 19Q (100338.390000 sec): 3 clusters
  Score: Raw -1040240.406954 + Penalty 3004.006829 = -1037236.400125
  nChanged 102
		SP:Iteration 20F (100338.630000 sec): 3 clusters
  Score: Raw -1040266.049764 + Penalty 3004.006829 = -1037262.042935
  nChanged 80
		SP:Iteration 21Q (100338.870000 sec): 3 clusters
  Score: Raw -1040281.476396 + Penalty 3004.006829 = -1037277.469567
  nChanged 64
		SP:Iteration 22Q (100339.100000 sec): 3 clusters
  Score: Raw -1040293.338941 + Penalty 3004.006829 = -1037289.332111
  nChanged 58
		SP:Iteration 23Q (100339.330000 sec): 3 clusters
  Score: Raw -1040305.266908 + Penalty 3004.006829 = -1037301.260078
  nChanged 54
		SP:Iteration 24Q (100339.560000 sec): 3 clusters
  Score: Raw -1040317.227052 + Penalty 3004.006829 = -1037313.220223
  nChanged 67
		SP:Iteration 25Q (100339.830000 sec): 3 clusters
  Score: Raw -1040331.730900 + Penalty 3004.006829 = -1037327.724071
  nChanged 68
		SP:Iteration 26Q (100340.070000 sec): 3 clusters
  Score: Raw -1040348.381365 + Penalty 3004.006829 = -1037344.374536
  nChanged 69
		SP:Iteration 27Q (100340.330000 sec): 3 clusters
  Score: Raw -1040365.854238 + Penalty 3004.006829 = -1037361.847409
  nChanged 67
		SP:Iteration 28Q (100340.590000 sec): 3 clusters
  Score: Raw -1040382.503725 + Penalty 3004.006829 = -1037378.496896
  nChanged 72
		SP:Iteration 29Q (100340.850000 sec): 3 clusters
  Score: Raw -1040395.688355 + Penalty 3004.006829 = -1037391.681526
  nChanged 58
		SP:Iteration 30Q (100341.100000 sec): 3 clusters
  Score: Raw -1040406.020791 + Penalty 3004.006829 = -1037402.013962
  nChanged 49
		SP:Iteration 31Q (100341.290000 sec): 3 clusters
  Score: Raw -1040416.930747 + Penalty 3004.006829 = -1037412.923917
  nChanged 57
		SP:Iteration 32Q (100341.520000 sec): 3 clusters
  Score: Raw -1040427.938907 + Penalty 3004.006829 = -1037423.932078
  nChanged 50
		SP:Iteration 33Q (100341.760000 sec): 3 clusters
  Score: Raw -1040438.236104 + Penalty 3004.006829 = -1037434.229275
  nChanged 51
		SP:Iteration 34Q (100342.010000 sec): 3 clusters
  Score: Raw -1040450.365740 + Penalty 3004.006829 = -1037446.358911
  nChanged 56
		SP:Iteration 35Q (100342.200000 sec): 3 clusters
  Score: Raw -1040464.884337 + Penalty 3004.006829 = -1037460.877508
  nChanged 68
		SP:Iteration 36Q (100342.450000 sec): 3 clusters
  Score: Raw -1040481.526599 + Penalty 3004.006829 = -1037477.519770
  nChanged 70
		SP:Iteration 37Q (100342.630000 sec): 3 clusters
  Score: Raw -1040498.959761 + Penalty 3004.006829 = -1037494.952932
  nChanged 69
		SP:Iteration 38Q (100342.890000 sec): 3 clusters
  Score: Raw -1040517.499354 + Penalty 3004.006829 = -1037513.492525
  nChanged 81
		SP:Iteration 39Q (100343.110000 sec): 3 clusters
  Score: Raw -1040541.206024 + Penalty 3004.006829 = -1037537.199195
  nChanged 108
		SP:Iteration 40F (100343.340000 sec): 3 clusters
  Score: Raw -1040574.033970 + Penalty 3004.006829 = -1037570.027141
  nChanged 90
		SP:Iteration 41Q (100343.590000 sec): 3 clusters
  Score: Raw -1040600.034367 + Penalty 3004.006829 = -1037596.027538
  nChanged 77
		SP:Iteration 42Q (100343.860000 sec): 3 clusters
  Score: Raw -1040621.884215 + Penalty 3004.006829 = -1037617.877385
  nChanged 91
		SP:Iteration 43Q (100344.100000 sec): 3 clusters
  Score: Raw -1040651.166295 + Penalty 3004.006829 = -1037647.159466
  nChanged 85
		SP:Iteration 44Q (100344.340000 sec): 3 clusters
  Score: Raw -1040678.417347 + Penalty 3004.006829 = -1037674.410517
  nChanged 82
		SP:Iteration 45Q (100344.560000 sec): 3 clusters
  Score: Raw -1040702.287600 + Penalty 3004.006829 = -1037698.280771
  nChanged 71
		SP:Iteration 46Q (100344.800000 sec): 3 clusters
  Score: Raw -1040725.142946 + Penalty 3004.006829 = -1037721.136116
  nChanged 68
		SP:Iteration 47Q (100345.040000 sec): 3 clusters
  Score: Raw -1040748.783891 + Penalty 3004.006829 = -1037744.777061
  nChanged 78
		SP:Iteration 48Q (100345.260000 sec): 3 clusters
  Score: Raw -1040776.715100 + Penalty 3004.006829 = -1037772.708271
  nChanged 76
		SP:Iteration 49Q (100345.520000 sec): 3 clusters
  Score: Raw -1040800.325308 + Penalty 3004.006829 = -1037796.318478
  nChanged 61
		SP:Iteration 50Q (100345.710000 sec): 3 clusters
  Score: Raw -1040819.593070 + Penalty 3004.006829 = -1037815.586240
  nChanged 63
		SP:Iteration 51Q (100345.950000 sec): 3 clusters
  Score: Raw -1040838.651230 + Penalty 3004.006829 = -1037834.644400
  nChanged 55
		SP:Iteration 52Q (100346.170000 sec): 3 clusters
  Score: Raw -1040853.862231 + Penalty 3004.006829 = -1037849.855401
  nChanged 46
		SP:Iteration 53Q (100346.410000 sec): 3 clusters
  Score: Raw -1040867.068249 + Penalty 3004.006829 = -1037863.061420
  nChanged 45
		SP:Iteration 54Q (100346.610000 sec): 3 clusters
  Score: Raw -1040879.009881 + Penalty 3004.006829 = -1037875.003052
  nChanged 42
		SP:Iteration 55Q (100346.830000 sec): 3 clusters
  Score: Raw -1040889.745334 + Penalty 3004.006829 = -1037885.738505
  nChanged 51
		SP:Iteration 56Q (100347.020000 sec): 3 clusters
  Score: Raw -1040907.484361 + Penalty 3004.006829 = -1037903.477532
  nChanged 49
		SP:Iteration 57Q (100347.290000 sec): 3 clusters
  Score: Raw -1040921.848687 + Penalty 3004.006829 = -1037917.841858
  nChanged 44
		SP:Iteration 58Q (100347.500000 sec): 3 clusters
  Score: Raw -1040935.271365 + Penalty 3004.006829 = -1037931.264536
  nChanged 46
		SP:Iteration 59Q (100347.750000 sec): 3 clusters
  Score: Raw -1040954.099209 + Penalty 3004.006829 = -1037950.092380
  nChanged 54
		SP:Iteration 60F (100348.010000 sec): 3 clusters
  Score: Raw -1040973.097309 + Penalty 3004.006829 = -1037969.090480
  nChanged 57
		SP:Iteration 61Q (100348.240000 sec): 3 clusters
  Score: Raw -1041000.096605 + Penalty 3004.006829 = -1037996.089776
  nChanged 58
		SP:Iteration 62Q (100348.530000 sec): 3 clusters
  Score: Raw -1041025.211027 + Penalty 3004.006829 = -1038021.204197
  nChanged 50
		SP:Iteration 63Q (100348.740000 sec): 3 clusters
  Score: Raw -1041044.724084 + Penalty 3004.006829 = -1038040.717255
  nChanged 55
		SP:Iteration 64Q (100348.990000 sec): 3 clusters
  Score: Raw -1041066.346664 + Penalty 3004.006829 = -1038062.339835
  nChanged 63
		SP:Iteration 65Q (100349.210000 sec): 3 clusters
  Score: Raw -1041088.959380 + Penalty 3004.006829 = -1038084.952551
  nChanged 41
		SP:Iteration 66Q (100349.450000 sec): 3 clusters
  Score: Raw -1041101.419724 + Penalty 3004.006829 = -1038097.412894
  nChanged 37
		SP:Iteration 67Q (100349.640000 sec): 3 clusters
  Score: Raw -1041110.819823 + Penalty 3004.006829 = -1038106.812994
  nChanged 34
		SP:Iteration 68Q (100349.830000 sec): 3 clusters
  Score: Raw -1041121.344062 + Penalty 3004.006829 = -1038117.337233
  nChanged 39
		SP:Iteration 69Q (100350.060000 sec): 3 clusters
  Score: Raw -1041132.797852 + Penalty 3004.006829 = -1038128.791023
  nChanged 28
		SP:Iteration 70Q (100350.270000 sec): 3 clusters
  Score: Raw -1041141.599165 + Penalty 3004.006829 = -1038137.592336
  nChanged 24
		SP:Iteration 71Q (100350.480000 sec): 3 clusters
  Score: Raw -1041147.581269 + Penalty 3004.006829 = -1038143.574439
  nChanged 20
		SP:Iteration 72Q (100350.690000 sec): 3 clusters
  Score: Raw -1041156.162225 + Penalty 3004.006829 = -1038152.155396
  nChanged 28
		SP:Iteration 73Q (100350.870000 sec): 3 clusters
  Score: Raw -1041165.519283 + Penalty 3004.006829 = -1038161.512454
  nChanged 28
		SP:Iteration 74Q (100351.070000 sec): 3 clusters
  Score: Raw -1041173.238873 + Penalty 3004.006829 = -1038169.232044
  nChanged 27
		SP:Iteration 75Q (100351.270000 sec): 3 clusters
  Score: Raw -1041180.928133 + Penalty 3004.006829 = -1038176.921304
  nChanged 25
		SP:Iteration 76Q (100351.450000 sec): 3 clusters
  Score: Raw -1041189.656493 + Penalty 3004.006829 = -1038185.649663
  nChanged 34
		SP:Iteration 77Q (100351.650000 sec): 3 clusters
  Score: Raw -1041198.599971 + Penalty 3004.006829 = -1038194.593142
  nChanged 27
		SP:Iteration 78Q (100351.870000 sec): 3 clusters
  Score: Raw -1041206.256249 + Penalty 3004.006829 = -1038202.249420
  nChanged 18
		SP:Iteration 79Q (100352.130000 sec): 3 clusters
  Score: Raw -1041211.998956 + Penalty 3004.006829 = -1038207.992126
  nChanged 19
		SP:Iteration 80F (100352.370000 sec): 3 clusters
  Score: Raw -1041219.126885 + Penalty 3004.006829 = -1038215.120056
  nChanged 25
		SP:Iteration 81Q (100352.570000 sec): 3 clusters
  Score: Raw -1041227.676684 + Penalty 3004.006829 = -1038223.669855
  nChanged 30
		SP:Iteration 82Q (100352.820000 sec): 3 clusters
  Score: Raw -1041236.519029 + Penalty 3004.006829 = -1038232.512199
  nChanged 19
		SP:Iteration 83Q (100353.010000 sec): 3 clusters
  Score: Raw -1041241.664606 + Penalty 3004.006829 = -1038237.657777
  nChanged 21
		SP:Iteration 84Q (100353.240000 sec): 3 clusters
  Score: Raw -1041246.513172 + Penalty 3004.006829 = -1038242.506342
  nChanged 11
		SP:Iteration 85Q (100353.450000 sec): 3 clusters
  Score: Raw -1041249.789529 + Penalty 3004.006829 = -1038245.782700
  nChanged 9
		SP:Iteration 86Q (100353.650000 sec): 3 clusters
  Score: Raw -1041252.922346 + Penalty 3004.006829 = -1038248.915517
  nChanged 14
		SP:Iteration 87Q (100353.870000 sec): 3 clusters
  Score: Raw -1041255.713578 + Penalty 3004.006829 = -1038251.706749
  nChanged 8
		SP:Iteration 88Q (100354.080000 sec): 3 clusters
  Score: Raw -1041258.221978 + Penalty 3004.006829 = -1038254.215149
  nChanged 12
		SP:Iteration 89Q (100354.300000 sec): 3 clusters
  Score: Raw -1041261.129650 + Penalty 3004.006829 = -1038257.122821
  nChanged 6
		SP:Iteration 90Q (100354.500000 sec): 3 clusters
  Score: Raw -1041262.582882 + Penalty 3004.006829 = -1038258.576052
  nChanged 7
		SP:Iteration 91Q (100354.700000 sec): 3 clusters
  Score: Raw -1041264.492902 + Penalty 3004.006829 = -1038260.486073
  nChanged 7
		SP:Iteration 92Q (100354.880000 sec): 3 clusters
  Score: Raw -1041265.427901 + Penalty 3004.006829 = -1038261.421072
  nChanged 5
		SP:Iteration 93Q (100355.100000 sec): 3 clusters
  Score: Raw -1041266.299763 + Penalty 3004.006829 = -1038262.292934
  nChanged 8
		SP:Iteration 94Q (100355.300000 sec): 3 clusters
  Score: Raw -1041268.069229 + Penalty 3004.006829 = -1038264.062400
  nChanged 6
		SP:Iteration 95Q (100355.520000 sec): 3 clusters
  Score: Raw -1041269.992304 + Penalty 3004.006829 = -1038265.985475
  nChanged 8
		SP:Iteration 96Q (100355.710000 sec): 3 clusters
  Score: Raw -1041272.003801 + Penalty 3004.006829 = -1038267.996971
  nChanged 9
		SP:Iteration 97Q (100355.940000 sec): 3 clusters
  Score: Raw -1041273.986337 + Penalty 3004.006829 = -1038269.979508
  nChanged 5
		SP:Iteration 98Q (100356.140000 sec): 3 clusters
  Score: Raw -1041274.964842 + Penalty 3004.006829 = -1038270.958012
  nChanged 3
		SP:Iteration 99Q (100356.380000 sec): 3 clusters
  Score: Raw -1041275.635548 + Penalty 3004.006829 = -1038271.628719
  nChanged 4
		SP:Iteration 100F (100356.590000 sec): 3 clusters
  Score: Raw -1041276.430522 + Penalty 3004.006829 = -1038272.423693
  nChanged 1
		SP:Iteration 101Q (100356.820000 sec): 3 clusters
  Score: Raw -1041276.714305 + Penalty 3004.006829 = -1038272.707476
  nChanged 2
		SP:Iteration 102Q (100357.050000 sec): 3 clusters
  Score: Raw -1041277.825320 + Penalty 3004.006829 = -1038273.818491
  nChanged 8
		SP:Iteration 103Q (100357.330000 sec): 3 clusters
  Score: Raw -1041280.540197 + Penalty 3004.006829 = -1038276.533368
  nChanged 8
		SP:Iteration 104Q (100357.530000 sec): 3 clusters
  Score: Raw -1041283.106896 + Penalty 3004.006829 = -1038279.100066
  nChanged 9
		SP:Iteration 105Q (100357.750000 sec): 3 clusters
  Score: Raw -1041285.661549 + Penalty 3004.006829 = -1038281.654719
  nChanged 9
		SP:Iteration 106Q (100357.980000 sec): 3 clusters
  Score: Raw -1041288.446919 + Penalty 3004.006829 = -1038284.440090
  nChanged 8
		SP:Iteration 107Q (100358.150000 sec): 3 clusters
  Score: Raw -1041292.107140 + Penalty 3004.006829 = -1038288.100311
  nChanged 11
		SP:Iteration 108Q (100358.370000 sec): 3 clusters
  Score: Raw -1041295.974910 + Penalty 3004.006829 = -1038291.968081
  nChanged 12
		SP:Iteration 109Q (100358.590000 sec): 3 clusters
  Score: Raw -1041300.019370 + Penalty 3004.006829 = -1038296.012541
  nChanged 8
		SP:Iteration 110Q (100358.820000 sec): 3 clusters
  Score: Raw -1041302.351752 + Penalty 3004.006829 = -1038298.344923
  nChanged 5
		SP:Iteration 111Q (100359.050000 sec): 3 clusters
  Score: Raw -1041303.264219 + Penalty 3004.006829 = -1038299.257390
  nChanged 4
		SP:Iteration 112Q (100359.290000 sec): 3 clusters
  Score: Raw -1041304.240315 + Penalty 3004.006829 = -1038300.233486
  nChanged 4
		SP:Iteration 113Q (100359.510000 sec): 3 clusters
  Score: Raw -1041305.145127 + Penalty 3004.006829 = -1038301.138298
  nChanged 4
		SP:Iteration 114Q (100359.720000 sec): 3 clusters
  Score: Raw -1041305.675145 + Penalty 3004.006829 = -1038301.668316
  nChanged 0
		SP:Iteration 115F (100359.950000 sec): 3 clusters
  Score: Raw -1041305.675145 + Penalty 3004.006829 = -1038301.668316
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5227 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100360.110000 sec): 2 clusters
  Score: Raw -533895.910352 + Penalty 1391.258827 = -532504.651526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100360.310000 sec): 3 clusters
  Score: Raw -531124.294952 + Penalty 2782.517653 = -528341.777299
  nChanged 2175
		SP:Iteration 1F (100360.500000 sec): 3 clusters
  Score: Raw -532368.453347 + Penalty 2782.517653 = -529585.935694
  nChanged 391
		SP:Iteration 2F (100360.730000 sec): 3 clusters
  Score: Raw -532558.020389 + Penalty 2782.517653 = -529775.502735
  nChanged 286
		SP:Iteration 3F (100360.940000 sec): 3 clusters
  Score: Raw -532685.856584 + Penalty 2782.517653 = -529903.338931
  nChanged 221
		SP:Iteration 4Q (100361.140000 sec): 3 clusters
  Score: Raw -532797.328823 + Penalty 2782.517653 = -530014.811170
  nChanged 214
		SP:Iteration 5Q (100361.330000 sec): 3 clusters
  Score: Raw -532907.248657 + Penalty 2782.517653 = -530124.731004
  nChanged 197
		SP:Iteration 6Q (100361.560000 sec): 3 clusters
  Score: Raw -533011.306336 + Penalty 2782.517653 = -530228.788683
  nChanged 171
		SP:Iteration 7Q (100361.740000 sec): 3 clusters
  Score: Raw -533101.301458 + Penalty 2782.517653 = -530318.783805
  nChanged 173
		SP:Iteration 8Q (100361.960000 sec): 3 clusters
  Score: Raw -533201.602639 + Penalty 2782.517653 = -530419.084986
  nChanged 185
		SP:Iteration 9Q (100362.200000 sec): 3 clusters
  Score: Raw -533318.855424 + Penalty 2782.517653 = -530536.337771
  nChanged 174
		SP:Iteration 10Q (100362.380000 sec): 3 clusters
  Score: Raw -533433.320914 + Penalty 2782.517653 = -530650.803261
  nChanged 162
		SP:Iteration 11Q (100362.580000 sec): 3 clusters
  Score: Raw -533548.984025 + Penalty 2782.517653 = -530766.466372
  nChanged 142
		SP:Iteration 12Q (100362.830000 sec): 3 clusters
  Score: Raw -533650.889241 + Penalty 2782.517653 = -530868.371588
  nChanged 124
		SP:Iteration 13Q (100363.080000 sec): 3 clusters
  Score: Raw -533744.233996 + Penalty 2782.517653 = -530961.716342
  nChanged 99
		SP:Iteration 14Q (100363.270000 sec): 3 clusters
  Score: Raw -533820.240465 + Penalty 2782.517653 = -531037.722812
  nChanged 74
		SP:Iteration 15Q (100363.450000 sec): 3 clusters
  Score: Raw -533887.826113 + Penalty 2782.517653 = -531105.308459
  nChanged 54
		SP:Iteration 16Q (100363.640000 sec): 3 clusters
  Score: Raw -533934.485801 + Penalty 2782.517653 = -531151.968148
  nChanged 42
		SP:Iteration 17Q (100363.840000 sec): 3 clusters
  Score: Raw -533976.838510 + Penalty 2782.517653 = -531194.320857
  nChanged 27
		SP:Iteration 18Q (100363.960000 sec): 3 clusters
  Score: Raw -534001.815106 + Penalty 2782.517653 = -531219.297453
  nChanged 18
		SP:Iteration 19Q (100364.200000 sec): 3 clusters
  Score: Raw -534014.359758 + Penalty 2782.517653 = -531231.842105
  nChanged 10
		SP:Iteration 20F (100364.400000 sec): 3 clusters
  Score: Raw -534028.616652 + Penalty 2782.517653 = -531246.098999
  nChanged 12
		SP:Iteration 21Q (100364.620000 sec): 3 clusters
  Score: Raw -534040.442213 + Penalty 2782.517653 = -531257.924560
  nChanged 6
		SP:Iteration 22Q (100364.800000 sec): 3 clusters
  Score: Raw -534046.332122 + Penalty 2782.517653 = -531263.814469
  nChanged 8
		SP:Iteration 23Q (100364.950000 sec): 3 clusters
  Score: Raw -534052.344437 + Penalty 2782.517653 = -531269.826784
  nChanged 6
		SP:Iteration 24Q (100365.160000 sec): 3 clusters
  Score: Raw -534058.729645 + Penalty 2782.517653 = -531276.211992
  nChanged 4
		SP:Iteration 25Q (100365.400000 sec): 3 clusters
  Score: Raw -534063.731655 + Penalty 2782.517653 = -531281.214002
  nChanged 6
		SP:Iteration 26Q (100365.600000 sec): 3 clusters
  Score: Raw -534069.298350 + Penalty 2782.517653 = -531286.780697
  nChanged 3
		SP:Iteration 27Q (100365.810000 sec): 3 clusters
  Score: Raw -534072.930788 + Penalty 2782.517653 = -531290.413134
  nChanged 4
		SP:Iteration 28Q (100366.030000 sec): 3 clusters
  Score: Raw -534075.362857 + Penalty 2782.517653 = -531292.845204
  nChanged 3
		SP:Iteration 29Q (100366.180000 sec): 3 clusters
  Score: Raw -534077.691010 + Penalty 2782.517653 = -531295.173356
  nChanged 1
		SP:Iteration 30Q (100366.400000 sec): 3 clusters
  Score: Raw -534078.715706 + Penalty 2782.517653 = -531296.198053
  nChanged 1
		SP:Iteration 31Q (100366.650000 sec): 3 clusters
  Score: Raw -534079.957800 + Penalty 2782.517653 = -531297.440147
  nChanged 0
		SP:Iteration 32F (100366.840000 sec): 3 clusters
  Score: Raw -534079.957800 + Penalty 2782.517653 = -531297.440147
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2702 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100366.940000 sec): 2 clusters
  Score: Raw -270679.243859 + Penalty 1284.033972 = -269395.209888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100367.140000 sec): 3 clusters
  Score: Raw -269484.188408 + Penalty 2568.067944 = -266916.120465
  nChanged 979
		SP:Iteration 1F (100367.340000 sec): 3 clusters
  Score: Raw -270110.185252 + Penalty 2568.067944 = -267542.117309
  nChanged 211
		SP:Iteration 2F (100367.540000 sec): 3 clusters
  Score: Raw -270267.685906 + Penalty 2568.067944 = -267699.617962
  nChanged 149
		SP:Iteration 3F (100367.760000 sec): 3 clusters
  Score: Raw -270362.353608 + Penalty 2568.067944 = -267794.285664
  nChanged 99
		SP:Iteration 4Q (100367.980000 sec): 3 clusters
  Score: Raw -270425.351341 + Penalty 2568.067944 = -267857.283397
  nChanged 95
		SP:Iteration 5Q (100368.160000 sec): 3 clusters
  Score: Raw -270487.611178 + Penalty 2568.067944 = -267919.543235
  nChanged 112
		SP:Iteration 6Q (100368.380000 sec): 3 clusters
  Score: Raw -270583.601559 + Penalty 2568.067944 = -268015.533615
  nChanged 130
		SP:Iteration 7Q (100368.610000 sec): 3 clusters
  Score: Raw -270719.058183 + Penalty 2568.067944 = -268150.990240
  nChanged 138
		SP:Iteration 8F (100368.810000 sec): 3 clusters
  Score: Raw -270884.071709 + Penalty 2568.067944 = -268316.003765
  nChanged 133
		SP:Iteration 9Q (100369.040000 sec): 3 clusters
  Score: Raw -271091.788595 + Penalty 2568.067944 = -268523.720652
  nChanged 121
		SP:Iteration 10Q (100369.280000 sec): 3 clusters
  Score: Raw -271261.856531 + Penalty 2568.067944 = -268693.788587
  nChanged 94
		SP:Iteration 11Q (100369.510000 sec): 3 clusters
  Score: Raw -271393.571748 + Penalty 2568.067944 = -268825.503805
  nChanged 81
		SP:Iteration 12Q (100369.720000 sec): 3 clusters
  Score: Raw -271510.773766 + Penalty 2568.067944 = -268942.705823
  nChanged 72
		SP:Iteration 13Q (100369.920000 sec): 3 clusters
  Score: Raw -271583.317875 + Penalty 2568.067944 = -269015.249931
  nChanged 47
		SP:Iteration 14Q (100370.110000 sec): 3 clusters
  Score: Raw -271621.736220 + Penalty 2568.067944 = -269053.668276
  nChanged 36
		SP:Iteration 15Q (100370.320000 sec): 3 clusters
  Score: Raw -271651.789686 + Penalty 2568.067944 = -269083.721742
  nChanged 28
		SP:Iteration 16Q (100370.500000 sec): 3 clusters
  Score: Raw -271672.725557 + Penalty 2568.067944 = -269104.657613
  nChanged 21
		SP:Iteration 17Q (100370.700000 sec): 3 clusters
  Score: Raw -271684.736664 + Penalty 2568.067944 = -269116.668720
  nChanged 16
		SP:Iteration 18Q (100370.870000 sec): 3 clusters
  Score: Raw -271692.461094 + Penalty 2568.067944 = -269124.393151
  nChanged 13
		SP:Iteration 19Q (100371.090000 sec): 3 clusters
  Score: Raw -271699.453568 + Penalty 2568.067944 = -269131.385624
  nChanged 17
		SP:Iteration 20F (100371.280000 sec): 3 clusters
  Score: Raw -271722.471149 + Penalty 2568.067944 = -269154.403205
  nChanged 13
		SP:Iteration 21Q (100371.500000 sec): 3 clusters
  Score: Raw -271734.718396 + Penalty 2568.067944 = -269166.650453
  nChanged 15
		SP:Iteration 22Q (100371.730000 sec): 3 clusters
  Score: Raw -271743.483536 + Penalty 2568.067944 = -269175.415593
  nChanged 15
		SP:Iteration 23Q (100371.920000 sec): 3 clusters
  Score: Raw -271751.129851 + Penalty 2568.067944 = -269183.061908
  nChanged 20
		SP:Iteration 24Q (100372.100000 sec): 3 clusters
  Score: Raw -271764.195994 + Penalty 2568.067944 = -269196.128050
  nChanged 26
		SP:Iteration 25Q (100372.270000 sec): 3 clusters
  Score: Raw -271777.263002 + Penalty 2568.067944 = -269209.195059
  nChanged 12
		SP:Iteration 26Q (100372.440000 sec): 3 clusters
  Score: Raw -271786.010596 + Penalty 2568.067944 = -269217.942653
  nChanged 10
		SP:Iteration 27Q (100372.600000 sec): 3 clusters
  Score: Raw -271790.630620 + Penalty 2568.067944 = -269222.562676
  nChanged 10
		SP:Iteration 28Q (100372.800000 sec): 3 clusters
  Score: Raw -271796.772475 + Penalty 2568.067944 = -269228.704531
  nChanged 7
		SP:Iteration 29Q (100372.960000 sec): 3 clusters
  Score: Raw -271799.326317 + Penalty 2568.067944 = -269231.258374
  nChanged 4
		SP:Iteration 30Q (100373.110000 sec): 3 clusters
  Score: Raw -271800.480860 + Penalty 2568.067944 = -269232.412916
  nChanged 5
		SP:Iteration 31Q (100373.270000 sec): 3 clusters
  Score: Raw -271802.108098 + Penalty 2568.067944 = -269234.040154
  nChanged 3
		SP:Iteration 32Q (100373.490000 sec): 3 clusters
  Score: Raw -271802.841338 + Penalty 2568.067944 = -269234.773395
  nChanged 4
		SP:Iteration 33Q (100373.660000 sec): 3 clusters
  Score: Raw -271804.553483 + Penalty 2568.067944 = -269236.485540
  nChanged 8
		SP:Iteration 34Q (100373.850000 sec): 3 clusters
  Score: Raw -271808.295691 + Penalty 2568.067944 = -269240.227748
  nChanged 10
		SP:Iteration 35Q (100374.060000 sec): 3 clusters
  Score: Raw -271813.319069 + Penalty 2568.067944 = -269245.251125
  nChanged 6
		SP:Iteration 36Q (100374.240000 sec): 3 clusters
  Score: Raw -271816.890794 + Penalty 2568.067944 = -269248.822850
  nChanged 8
		SP:Iteration 37Q (100374.440000 sec): 3 clusters
  Score: Raw -271820.567985 + Penalty 2568.067944 = -269252.500041
  nChanged 6
		SP:Iteration 38Q (100374.620000 sec): 3 clusters
  Score: Raw -271822.983279 + Penalty 2568.067944 = -269254.915335
  nChanged 3
		SP:Iteration 39Q (100374.820000 sec): 3 clusters
  Score: Raw -271823.980470 + Penalty 2568.067944 = -269255.912527
  nChanged 2
		SP:Iteration 40F (100375.040000 sec): 3 clusters
  Score: Raw -271824.958255 + Penalty 2568.067944 = -269256.890312
  nChanged 3
		SP:Iteration 41Q (100375.220000 sec): 3 clusters
  Score: Raw -271825.653135 + Penalty 2568.067944 = -269257.585191
  nChanged 1
		SP:Iteration 42Q (100375.400000 sec): 3 clusters
  Score: Raw -271825.771583 + Penalty 2568.067944 = -269257.703639
  nChanged 1
		SP:Iteration 43Q (100375.580000 sec): 3 clusters
  Score: Raw -271825.960271 + Penalty 2568.067944 = -269257.892327
  nChanged 1
		SP:Iteration 44Q (100375.760000 sec): 3 clusters
  Score: Raw -271826.105393 + Penalty 2568.067944 = -269258.037450
  nChanged 1
		SP:Iteration 45Q (100375.920000 sec): 3 clusters
  Score: Raw -271826.418258 + Penalty 2568.067944 = -269258.350315
  nChanged 0
		SP:Iteration 46F (100376.090000 sec): 3 clusters
  Score: Raw -271826.418258 + Penalty 2568.067944 = -269258.350315
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100377.860000 sec): 2 clusters
  Score: Raw -43146633.419755 + Penalty 2101.004603 = -43144532.415152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100379.790000 sec): 3 clusters
  Score: Raw -42869408.098915 + Penalty 4202.009206 = -42865206.089709
  nChanged 201785
		SP:Iteration 1F (100381.740000 sec): 3 clusters
  Score: Raw -42991631.096816 + Penalty 4202.009206 = -42987429.087610
  nChanged 10190
		SP:Iteration 2Q (100383.850000 sec): 3 clusters
  Score: Raw -42993607.213164 + Penalty 4202.009206 = -42989405.203958
  nChanged 11244
		SP:Iteration 3Q (100385.770000 sec): 3 clusters
  Score: Raw -42996173.837649 + Penalty 4202.009206 = -42991971.828443
  nChanged 12577
		SP:Iteration 4Q (100387.680000 sec): 3 clusters
  Score: Raw -42999466.025752 + Penalty 4202.009206 = -42995264.016546
  nChanged 14119
		SP:Iteration 5Q (100389.680000 sec): 3 clusters
  Score: Raw -43004005.144236 + Penalty 4202.009206 = -42999803.135030
  nChanged 16709
		SP:Iteration 6Q (100391.620000 sec): 3 clusters
  Score: Raw -43011027.760056 + Penalty 4202.009206 = -43006825.750850
  nChanged 20586
		SP:Iteration 7Q (100393.620000 sec): 3 clusters
  Score: Raw -43022448.443638 + Penalty 4202.009206 = -43018246.434432
  nChanged 25016
		SP:Iteration 8F (100395.610000 sec): 3 clusters
  Score: Raw -43039912.707935 + Penalty 4202.009206 = -43035710.698729
  nChanged 27700
		SP:Iteration 9F (100397.760000 sec): 3 clusters
  Score: Raw -43062292.224497 + Penalty 4202.009206 = -43058090.215291
  nChanged 26579
		SP:Iteration 10F (100399.810000 sec): 3 clusters
  Score: Raw -43084630.674897 + Penalty 4202.009206 = -43080428.665691
  nChanged 21356
		SP:Iteration 11F (100401.840000 sec): 3 clusters
  Score: Raw -43102028.251815 + Penalty 4202.009206 = -43097826.242609
  nChanged 16159
		SP:Iteration 12Q (100403.770000 sec): 3 clusters
  Score: Raw -43114399.558372 + Penalty 4202.009206 = -43110197.549166
  nChanged 12282
		SP:Iteration 13Q (100405.650000 sec): 3 clusters
  Score: Raw -43123478.616724 + Penalty 4202.009206 = -43119276.607518
  nChanged 9434
		SP:Iteration 14Q (100407.350000 sec): 3 clusters
  Score: Raw -43130389.486749 + Penalty 4202.009206 = -43126187.477543
  nChanged 7266
		SP:Iteration 15Q (100409.140000 sec): 3 clusters
  Score: Raw -43135782.807364 + Penalty 4202.009206 = -43131580.798158
  nChanged 5389
		SP:Iteration 16Q (100410.920000 sec): 3 clusters
  Score: Raw -43139875.012627 + Penalty 4202.009206 = -43135673.003421
  nChanged 3795
		SP:Iteration 17Q (100412.670000 sec): 3 clusters
  Score: Raw -43142794.322061 + Penalty 4202.009206 = -43138592.312855
  nChanged 2426
		SP:Iteration 18Q (100414.390000 sec): 3 clusters
  Score: Raw -43144662.413192 + Penalty 4202.009206 = -43140460.403986
  nChanged 1503
		SP:Iteration 19Q (100416.060000 sec): 3 clusters
  Score: Raw -43145786.620539 + Penalty 4202.009206 = -43141584.611333
  nChanged 924
		SP:Iteration 20F (100417.930000 sec): 3 clusters
  Score: Raw -43146376.032024 + Penalty 4202.009206 = -43142174.022818
  nChanged 594
		SP:Iteration 21Q (100419.600000 sec): 3 clusters
  Score: Raw -43146689.600723 + Penalty 4202.009206 = -43142487.591517
  nChanged 388
		SP:Iteration 22Q (100421.230000 sec): 3 clusters
  Score: Raw -43146868.717022 + Penalty 4202.009206 = -43142666.707816
  nChanged 270
		SP:Iteration 23Q (100422.820000 sec): 3 clusters
  Score: Raw -43146977.074173 + Penalty 4202.009206 = -43142775.064967
  nChanged 195
		SP:Iteration 24Q (100424.460000 sec): 3 clusters
  Score: Raw -43147047.835259 + Penalty 4202.009206 = -43142845.826053
  nChanged 167
		SP:Iteration 25Q (100426.000000 sec): 3 clusters
  Score: Raw -43147103.911858 + Penalty 4202.009206 = -43142901.902652
  nChanged 114
		SP:Iteration 26Q (100427.570000 sec): 3 clusters
  Score: Raw -43147135.803424 + Penalty 4202.009206 = -43142933.794218
  nChanged 83
		SP:Iteration 27Q (100429.100000 sec): 3 clusters
  Score: Raw -43147156.949181 + Penalty 4202.009206 = -43142954.939975
  nChanged 59
		SP:Iteration 28Q (100430.710000 sec): 3 clusters
  Score: Raw -43147171.123512 + Penalty 4202.009206 = -43142969.114306
  nChanged 47
		SP:Iteration 29Q (100432.480000 sec): 3 clusters
  Score: Raw -43147180.855286 + Penalty 4202.009206 = -43142978.846080
  nChanged 41
		SP:Iteration 30Q (100434.030000 sec): 3 clusters
  Score: Raw -43147190.360320 + Penalty 4202.009206 = -43142988.351114
  nChanged 37
		SP:Iteration 31Q (100435.510000 sec): 3 clusters
  Score: Raw -43147197.301420 + Penalty 4202.009206 = -43142995.292214
  nChanged 30
		SP:Iteration 32Q (100437.300000 sec): 3 clusters
  Score: Raw -43147202.373731 + Penalty 4202.009206 = -43143000.364525
  nChanged 20
		SP:Iteration 33Q (100438.970000 sec): 3 clusters
  Score: Raw -43147206.851131 + Penalty 4202.009206 = -43143004.841925
  nChanged 20
		SP:Iteration 34Q (100440.690000 sec): 3 clusters
  Score: Raw -43147210.330836 + Penalty 4202.009206 = -43143008.321630
  nChanged 15
		SP:Iteration 35Q (100442.480000 sec): 3 clusters
  Score: Raw -43147212.735811 + Penalty 4202.009206 = -43143010.726605
  nChanged 7
		SP:Iteration 36Q (100444.270000 sec): 3 clusters
  Score: Raw -43147213.753268 + Penalty 4202.009206 = -43143011.744062
  nChanged 3
		SP:Iteration 37Q (100446.040000 sec): 3 clusters
  Score: Raw -43147214.329526 + Penalty 4202.009206 = -43143012.320320
  nChanged 3
		SP:Iteration 38Q (100447.540000 sec): 3 clusters
  Score: Raw -43147214.668667 + Penalty 4202.009206 = -43143012.659461
  nChanged 0
		SP:Iteration 39F (100449.400000 sec): 3 clusters
  Score: Raw -43147214.668667 + Penalty 4202.009206 = -43143012.659461
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100449.840000 sec): 2 clusters
  Score: Raw -2506457.504518 + Penalty 1634.760377 = -2504822.744140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100450.190000 sec): 3 clusters
  Score: Raw -2492279.795635 + Penalty 3269.520754 = -2489010.274881
  nChanged 10513
		SP:Iteration 1F (100450.510000 sec): 3 clusters
  Score: Raw -2498082.945027 + Penalty 3269.520754 = -2494813.424273
  nChanged 1107
		SP:Iteration 2Q (100450.860000 sec): 3 clusters
  Score: Raw -2498461.689654 + Penalty 3269.520754 = -2495192.168900
  nChanged 1129
		SP:Iteration 3Q (100451.150000 sec): 3 clusters
  Score: Raw -2498947.069352 + Penalty 3269.520754 = -2495677.548598
  nChanged 1313
		SP:Iteration 4F (100451.460000 sec): 3 clusters
  Score: Raw -2499634.141497 + Penalty 3269.520754 = -2496364.620743
  nChanged 1545
		SP:Iteration 5F (100451.740000 sec): 3 clusters
  Score: Raw -2500622.788600 + Penalty 3269.520754 = -2497353.267845
  nChanged 1695
		SP:Iteration 6F (100452.090000 sec): 3 clusters
  Score: Raw -2501899.893803 + Penalty 3269.520754 = -2498630.373049
  nChanged 1676
		SP:Iteration 7F (100452.440000 sec): 3 clusters
  Score: Raw -2503305.302771 + Penalty 3269.520754 = -2500035.782017
  nChanged 1420
		SP:Iteration 8F (100452.730000 sec): 3 clusters
  Score: Raw -2504572.475893 + Penalty 3269.520754 = -2501302.955139
  nChanged 1014
		SP:Iteration 9Q (100453.080000 sec): 3 clusters
  Score: Raw -2505512.009713 + Penalty 3269.520754 = -2502242.488958
  nChanged 595
		SP:Iteration 10Q (100453.420000 sec): 3 clusters
  Score: Raw -2506064.280532 + Penalty 3269.520754 = -2502794.759778
  nChanged 272
		SP:Iteration 11Q (100453.730000 sec): 3 clusters
  Score: Raw -2506334.748875 + Penalty 3269.520754 = -2503065.228121
  nChanged 116
		SP:Iteration 12Q (100454.010000 sec): 3 clusters
  Score: Raw -2506466.797859 + Penalty 3269.520754 = -2503197.277105
  nChanged 64
		SP:Iteration 13Q (100454.340000 sec): 3 clusters
  Score: Raw -2506549.223824 + Penalty 3269.520754 = -2503279.703070
  nChanged 23
		SP:Iteration 14Q (100454.590000 sec): 3 clusters
  Score: Raw -2506576.889442 + Penalty 3269.520754 = -2503307.368687
  nChanged 16
		SP:Iteration 15Q (100454.900000 sec): 3 clusters
  Score: Raw -2506595.112022 + Penalty 3269.520754 = -2503325.591267
  nChanged 10
		SP:Iteration 16Q (100455.240000 sec): 3 clusters
  Score: Raw -2506608.724624 + Penalty 3269.520754 = -2503339.203870
  nChanged 6
		SP:Iteration 17Q (100455.570000 sec): 3 clusters
  Score: Raw -2506616.552784 + Penalty 3269.520754 = -2503347.032030
  nChanged 6
		SP:Iteration 18Q (100455.880000 sec): 3 clusters
  Score: Raw -2506627.055273 + Penalty 3269.520754 = -2503357.534519
  nChanged 6
		SP:Iteration 19Q (100456.180000 sec): 3 clusters
  Score: Raw -2506635.926189 + Penalty 3269.520754 = -2503366.405435
  nChanged 4
		SP:Iteration 20F (100456.520000 sec): 3 clusters
  Score: Raw -2506640.084819 + Penalty 3269.520754 = -2503370.564064
  nChanged 3
		SP:Iteration 21Q (100456.820000 sec): 3 clusters
  Score: Raw -2506643.605651 + Penalty 3269.520754 = -2503374.084896
  nChanged 1
		SP:Iteration 22Q (100457.170000 sec): 3 clusters
  Score: Raw -2506644.775226 + Penalty 3269.520754 = -2503375.254471
  nChanged 0
		SP:Iteration 23F (100457.460000 sec): 3 clusters
  Score: Raw -2506644.775226 + Penalty 3269.520754 = -2503375.254471
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100457.690000 sec): 2 clusters
  Score: Raw -2142864.247494 + Penalty 1622.850313 = -2141241.397181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100457.990000 sec): 3 clusters
  Score: Raw -2129723.941952 + Penalty 3245.700626 = -2126478.241326
  nChanged 9866
		SP:Iteration 1F (100458.310000 sec): 3 clusters
  Score: Raw -2135304.839873 + Penalty 3245.700626 = -2132059.139247
  nChanged 1345
		SP:Iteration 2F (100458.610000 sec): 3 clusters
  Score: Raw -2135958.142682 + Penalty 3245.700626 = -2132712.442056
  nChanged 1320
		SP:Iteration 3F (100458.950000 sec): 3 clusters
  Score: Raw -2136648.378286 + Penalty 3245.700626 = -2133402.677661
  nChanged 1342
		SP:Iteration 4F (100459.250000 sec): 3 clusters
  Score: Raw -2137373.450316 + Penalty 3245.700626 = -2134127.749690
  nChanged 1233
		SP:Iteration 5F (100459.520000 sec): 3 clusters
  Score: Raw -2138134.796315 + Penalty 3245.700626 = -2134889.095689
  nChanged 1205
		SP:Iteration 6F (100459.830000 sec): 3 clusters
  Score: Raw -2139005.637368 + Penalty 3245.700626 = -2135759.936742
  nChanged 1154
		SP:Iteration 7F (100460.090000 sec): 3 clusters
  Score: Raw -2139872.060311 + Penalty 3245.700626 = -2136626.359685
  nChanged 1044
		SP:Iteration 8Q (100460.390000 sec): 3 clusters
  Score: Raw -2140601.454565 + Penalty 3245.700626 = -2137355.753939
  nChanged 845
		SP:Iteration 9Q (100460.670000 sec): 3 clusters
  Score: Raw -2141078.821280 + Penalty 3245.700626 = -2137833.120654
  nChanged 625
		SP:Iteration 10Q (100461.000000 sec): 3 clusters
  Score: Raw -2141380.039007 + Penalty 3245.700626 = -2138134.338381
  nChanged 513
		SP:Iteration 11Q (100461.280000 sec): 3 clusters
  Score: Raw -2141625.786306 + Penalty 3245.700626 = -2138380.085680
  nChanged 415
		SP:Iteration 12Q (100461.560000 sec): 3 clusters
  Score: Raw -2141789.759092 + Penalty 3245.700626 = -2138544.058467
  nChanged 336
		SP:Iteration 13Q (100461.870000 sec): 3 clusters
  Score: Raw -2141912.891407 + Penalty 3245.700626 = -2138667.190781
  nChanged 296
		SP:Iteration 14Q (100462.190000 sec): 3 clusters
  Score: Raw -2142021.077877 + Penalty 3245.700626 = -2138775.377251
  nChanged 268
		SP:Iteration 15Q (100462.450000 sec): 3 clusters
  Score: Raw -2142118.797415 + Penalty 3245.700626 = -2138873.096789
  nChanged 270
		SP:Iteration 16Q (100462.770000 sec): 3 clusters
  Score: Raw -2142204.112145 + Penalty 3245.700626 = -2138958.411519
  nChanged 222
		SP:Iteration 17Q (100463.030000 sec): 3 clusters
  Score: Raw -2142265.628546 + Penalty 3245.700626 = -2139019.927920
  nChanged 196
		SP:Iteration 18Q (100463.310000 sec): 3 clusters
  Score: Raw -2142311.867667 + Penalty 3245.700626 = -2139066.167041
  nChanged 153
		SP:Iteration 19Q (100463.590000 sec): 3 clusters
  Score: Raw -2142343.273532 + Penalty 3245.700626 = -2139097.572906
  nChanged 143
		SP:Iteration 20F (100463.910000 sec): 3 clusters
  Score: Raw -2142374.676635 + Penalty 3245.700626 = -2139128.976009
  nChanged 138
		SP:Iteration 21Q (100464.180000 sec): 3 clusters
  Score: Raw -2142406.102616 + Penalty 3245.700626 = -2139160.401990
  nChanged 131
		SP:Iteration 22Q (100464.530000 sec): 3 clusters
  Score: Raw -2142429.729437 + Penalty 3245.700626 = -2139184.028811
  nChanged 115
		SP:Iteration 23Q (100464.840000 sec): 3 clusters
  Score: Raw -2142450.250444 + Penalty 3245.700626 = -2139204.549818
  nChanged 117
		SP:Iteration 24Q (100465.190000 sec): 3 clusters
  Score: Raw -2142470.364019 + Penalty 3245.700626 = -2139224.663393
  nChanged 111
		SP:Iteration 25Q (100465.530000 sec): 3 clusters
  Score: Raw -2142488.877546 + Penalty 3245.700626 = -2139243.176920
  nChanged 105
		SP:Iteration 26Q (100465.900000 sec): 3 clusters
  Score: Raw -2142507.635615 + Penalty 3245.700626 = -2139261.934989
  nChanged 100
		SP:Iteration 27Q (100466.170000 sec): 3 clusters
  Score: Raw -2142523.922577 + Penalty 3245.700626 = -2139278.221951
  nChanged 76
		SP:Iteration 28Q (100466.470000 sec): 3 clusters
  Score: Raw -2142535.509869 + Penalty 3245.700626 = -2139289.809243
  nChanged 65
		SP:Iteration 29Q (100466.800000 sec): 3 clusters
  Score: Raw -2142544.373892 + Penalty 3245.700626 = -2139298.673266
  nChanged 51
		SP:Iteration 30Q (100467.100000 sec): 3 clusters
  Score: Raw -2142549.332410 + Penalty 3245.700626 = -2139303.631784
  nChanged 37
		SP:Iteration 31Q (100467.380000 sec): 3 clusters
  Score: Raw -2142552.183903 + Penalty 3245.700626 = -2139306.483277
  nChanged 27
		SP:Iteration 32Q (100467.670000 sec): 3 clusters
  Score: Raw -2142554.389738 + Penalty 3245.700626 = -2139308.689113
  nChanged 25
		SP:Iteration 33Q (100467.960000 sec): 3 clusters
  Score: Raw -2142556.326449 + Penalty 3245.700626 = -2139310.625823
  nChanged 22
		SP:Iteration 34Q (100468.260000 sec): 3 clusters
  Score: Raw -2142558.033529 + Penalty 3245.700626 = -2139312.332903
  nChanged 26
		SP:Iteration 35Q (100468.570000 sec): 3 clusters
  Score: Raw -2142560.129996 + Penalty 3245.700626 = -2139314.429370
  nChanged 28
		SP:Iteration 36Q (100468.890000 sec): 3 clusters
  Score: Raw -2142562.226780 + Penalty 3245.700626 = -2139316.526154
  nChanged 15
		SP:Iteration 37Q (100469.200000 sec): 3 clusters
  Score: Raw -2142563.309631 + Penalty 3245.700626 = -2139317.609005
  nChanged 13
		SP:Iteration 38Q (100469.480000 sec): 3 clusters
  Score: Raw -2142564.005413 + Penalty 3245.700626 = -2139318.304787
  nChanged 8
		SP:Iteration 39Q (100469.740000 sec): 3 clusters
  Score: Raw -2142564.353140 + Penalty 3245.700626 = -2139318.652514
  nChanged 6
		SP:Iteration 40F (100470.060000 sec): 3 clusters
  Score: Raw -2142564.579869 + Penalty 3245.700626 = -2139318.879243
  nChanged 3
		SP:Iteration 41Q (100470.320000 sec): 3 clusters
  Score: Raw -2142564.716906 + Penalty 3245.700626 = -2139319.016281
  nChanged 2
		SP:Iteration 42Q (100470.580000 sec): 3 clusters
  Score: Raw -2142564.836701 + Penalty 3245.700626 = -2139319.136075
  nChanged 5
		SP:Iteration 43Q (100470.840000 sec): 3 clusters
  Score: Raw -2142565.031952 + Penalty 3245.700626 = -2139319.331326
  nChanged 4
		SP:Iteration 44Q (100471.100000 sec): 3 clusters
  Score: Raw -2142565.214853 + Penalty 3245.700626 = -2139319.514227
  nChanged 3
		SP:Iteration 45Q (100471.370000 sec): 3 clusters
  Score: Raw -2142565.283150 + Penalty 3245.700626 = -2139319.582524
  nChanged 0
		SP:Iteration 46F (100471.630000 sec): 3 clusters
  Score: Raw -2142565.283150 + Penalty 3245.700626 = -2139319.582524
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100471.720000 sec): 2 clusters
  Score: Raw -374362.241027 + Penalty 1344.831421 = -373017.409605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100471.970000 sec): 3 clusters
  Score: Raw -372442.592884 + Penalty 2689.662843 = -369752.930041
  nChanged 1531
		SP:Iteration 1F (100472.180000 sec): 3 clusters
  Score: Raw -373355.960778 + Penalty 2689.662843 = -370666.297936
  nChanged 330
		SP:Iteration 2F (100472.390000 sec): 3 clusters
  Score: Raw -373617.304248 + Penalty 2689.662843 = -370927.641405
  nChanged 265
		SP:Iteration 3F (100472.620000 sec): 3 clusters
  Score: Raw -373813.630192 + Penalty 2689.662843 = -371123.967350
  nChanged 212
		SP:Iteration 4F (100472.830000 sec): 3 clusters
  Score: Raw -373970.038799 + Penalty 2689.662843 = -371280.375957
  nChanged 190
		SP:Iteration 5Q (100473.030000 sec): 3 clusters
  Score: Raw -374103.389091 + Penalty 2689.662843 = -371413.726248
  nChanged 161
		SP:Iteration 6Q (100473.180000 sec): 3 clusters
  Score: Raw -374227.925031 + Penalty 2689.662843 = -371538.262188
  nChanged 143
		SP:Iteration 7Q (100473.410000 sec): 3 clusters
  Score: Raw -374334.098371 + Penalty 2689.662843 = -371644.435529
  nChanged 113
		SP:Iteration 8Q (100473.600000 sec): 3 clusters
  Score: Raw -374405.695042 + Penalty 2689.662843 = -371716.032199
  nChanged 101
		SP:Iteration 9Q (100473.780000 sec): 3 clusters
  Score: Raw -374459.261934 + Penalty 2689.662843 = -371769.599091
  nChanged 83
		SP:Iteration 10Q (100473.990000 sec): 3 clusters
  Score: Raw -374502.492726 + Penalty 2689.662843 = -371812.829883
  nChanged 68
		SP:Iteration 11Q (100474.200000 sec): 3 clusters
  Score: Raw -374541.044716 + Penalty 2689.662843 = -371851.381873
  nChanged 77
		SP:Iteration 12Q (100474.430000 sec): 3 clusters
  Score: Raw -374589.903040 + Penalty 2689.662843 = -371900.240198
  nChanged 90
		SP:Iteration 13Q (100474.740000 sec): 3 clusters
  Score: Raw -374653.508354 + Penalty 2689.662843 = -371963.845511
  nChanged 83
		SP:Iteration 14Q (100474.990000 sec): 3 clusters
  Score: Raw -374706.081578 + Penalty 2689.662843 = -372016.418736
  nChanged 77
		SP:Iteration 15Q (100475.180000 sec): 3 clusters
  Score: Raw -374747.082479 + Penalty 2689.662843 = -372057.419637
  nChanged 75
		SP:Iteration 16Q (100475.370000 sec): 3 clusters
  Score: Raw -374790.749940 + Penalty 2689.662843 = -372101.087098
  nChanged 68
		SP:Iteration 17Q (100475.630000 sec): 3 clusters
  Score: Raw -374837.450159 + Penalty 2689.662843 = -372147.787317
  nChanged 70
		SP:Iteration 18Q (100475.800000 sec): 3 clusters
  Score: Raw -374876.105017 + Penalty 2689.662843 = -372186.442174
  nChanged 56
		SP:Iteration 19Q (100476.050000 sec): 3 clusters
  Score: Raw -374902.905425 + Penalty 2689.662843 = -372213.242582
  nChanged 39
		SP:Iteration 20F (100476.260000 sec): 3 clusters
  Score: Raw -374919.271656 + Penalty 2689.662843 = -372229.608814
  nChanged 24
		SP:Iteration 21Q (100476.490000 sec): 3 clusters
  Score: Raw -374926.646418 + Penalty 2689.662843 = -372236.983575
  nChanged 18
		SP:Iteration 22Q (100476.750000 sec): 3 clusters
  Score: Raw -374932.591164 + Penalty 2689.662843 = -372242.928322
  nChanged 19
		SP:Iteration 23Q (100476.940000 sec): 3 clusters
  Score: Raw -374937.022918 + Penalty 2689.662843 = -372247.360075
  nChanged 11
		SP:Iteration 24Q (100477.170000 sec): 3 clusters
  Score: Raw -374941.078829 + Penalty 2689.662843 = -372251.415986
  nChanged 9
		SP:Iteration 25Q (100477.370000 sec): 3 clusters
  Score: Raw -374942.514051 + Penalty 2689.662843 = -372252.851208
  nChanged 3
		SP:Iteration 26Q (100477.570000 sec): 3 clusters
  Score: Raw -374942.840728 + Penalty 2689.662843 = -372253.177885
  nChanged 2
		SP:Iteration 27Q (100477.800000 sec): 3 clusters
  Score: Raw -374943.102989 + Penalty 2689.662843 = -372253.440146
  nChanged 2
		SP:Iteration 28Q (100477.980000 sec): 3 clusters
  Score: Raw -374943.544097 + Penalty 2689.662843 = -372253.881255
  nChanged 4
		SP:Iteration 29Q (100478.230000 sec): 3 clusters
  Score: Raw -374944.312870 + Penalty 2689.662843 = -372254.650027
  nChanged 2
		SP:Iteration 30Q (100478.500000 sec): 3 clusters
  Score: Raw -374944.633731 + Penalty 2689.662843 = -372254.970889
  nChanged 1
		SP:Iteration 31Q (100478.670000 sec): 3 clusters
  Score: Raw -374944.737228 + Penalty 2689.662843 = -372255.074386
  nChanged 1
		SP:Iteration 32Q (100478.830000 sec): 3 clusters
  Score: Raw -374945.050236 + Penalty 2689.662843 = -372255.387394
  nChanged 1
		SP:Iteration 33Q (100479.060000 sec): 3 clusters
  Score: Raw -374945.183861 + Penalty 2689.662843 = -372255.521019
  nChanged 0
		SP:Iteration 34F (100479.230000 sec): 3 clusters
  Score: Raw -374945.183861 + Penalty 2689.662843 = -372255.521019
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100479.380000 sec): 2 clusters
  Score: Raw -733760.435102 + Penalty 1446.936195 = -732313.498907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100479.620000 sec): 3 clusters
  Score: Raw -729771.580812 + Penalty 2893.872390 = -726877.708422
  nChanged 3120
		SP:Iteration 1F (100479.840000 sec): 3 clusters
  Score: Raw -731557.960838 + Penalty 2893.872390 = -728664.088448
  nChanged 551
		SP:Iteration 2F (100480.080000 sec): 3 clusters
  Score: Raw -731844.842398 + Penalty 2893.872390 = -728950.970008
  nChanged 390
		SP:Iteration 3F (100480.330000 sec): 3 clusters
  Score: Raw -732026.905669 + Penalty 2893.872390 = -729133.033279
  nChanged 313
		SP:Iteration 4Q (100480.540000 sec): 3 clusters
  Score: Raw -732174.234885 + Penalty 2893.872390 = -729280.362495
  nChanged 305
		SP:Iteration 5Q (100480.750000 sec): 3 clusters
  Score: Raw -732335.139454 + Penalty 2893.872390 = -729441.267064
  nChanged 329
		SP:Iteration 6Q (100481.020000 sec): 3 clusters
  Score: Raw -732523.323805 + Penalty 2893.872390 = -729629.451415
  nChanged 330
		SP:Iteration 7Q (100481.220000 sec): 3 clusters
  Score: Raw -732719.227943 + Penalty 2893.872390 = -729825.355553
  nChanged 324
		SP:Iteration 8Q (100481.460000 sec): 3 clusters
  Score: Raw -732933.847850 + Penalty 2893.872390 = -730039.975461
  nChanged 307
		SP:Iteration 9Q (100481.650000 sec): 3 clusters
  Score: Raw -733166.222457 + Penalty 2893.872390 = -730272.350068
  nChanged 263
		SP:Iteration 10Q (100481.890000 sec): 3 clusters
  Score: Raw -733388.342406 + Penalty 2893.872390 = -730494.470016
  nChanged 231
		SP:Iteration 11Q (100482.130000 sec): 3 clusters
  Score: Raw -733572.374411 + Penalty 2893.872390 = -730678.502021
  nChanged 188
		SP:Iteration 12Q (100482.380000 sec): 3 clusters
  Score: Raw -733717.308871 + Penalty 2893.872390 = -730823.436481
  nChanged 136
		SP:Iteration 13Q (100482.640000 sec): 3 clusters
  Score: Raw -733832.142434 + Penalty 2893.872390 = -730938.270044
  nChanged 105
		SP:Iteration 14Q (100482.850000 sec): 3 clusters
  Score: Raw -733921.377398 + Penalty 2893.872390 = -731027.505009
  nChanged 74
		SP:Iteration 15Q (100483.130000 sec): 3 clusters
  Score: Raw -733982.095770 + Penalty 2893.872390 = -731088.223381
  nChanged 56
		SP:Iteration 16Q (100483.340000 sec): 3 clusters
  Score: Raw -734031.077922 + Penalty 2893.872390 = -731137.205532
  nChanged 39
		SP:Iteration 17Q (100483.550000 sec): 3 clusters
  Score: Raw -734062.713370 + Penalty 2893.872390 = -731168.840980
  nChanged 27
		SP:Iteration 18Q (100483.740000 sec): 3 clusters
  Score: Raw -734084.374909 + Penalty 2893.872390 = -731190.502519
  nChanged 21
		SP:Iteration 19Q (100483.930000 sec): 3 clusters
  Score: Raw -734096.645811 + Penalty 2893.872390 = -731202.773421
  nChanged 18
		SP:Iteration 20F (100484.230000 sec): 3 clusters
  Score: Raw -734104.937724 + Penalty 2893.872390 = -731211.065334
  nChanged 12
		SP:Iteration 21Q (100484.450000 sec): 3 clusters
  Score: Raw -734112.934341 + Penalty 2893.872390 = -731219.061952
  nChanged 13
		SP:Iteration 22Q (100484.670000 sec): 3 clusters
  Score: Raw -734119.611285 + Penalty 2893.872390 = -731225.738896
  nChanged 17
		SP:Iteration 23Q (100484.870000 sec): 3 clusters
  Score: Raw -734127.100170 + Penalty 2893.872390 = -731233.227781
  nChanged 5
		SP:Iteration 24Q (100485.070000 sec): 3 clusters
  Score: Raw -734129.768500 + Penalty 2893.872390 = -731235.896110
  nChanged 3
		SP:Iteration 25Q (100485.290000 sec): 3 clusters
  Score: Raw -734131.019683 + Penalty 2893.872390 = -731237.147294
  nChanged 5
		SP:Iteration 26Q (100485.530000 sec): 3 clusters
  Score: Raw -734133.234185 + Penalty 2893.872390 = -731239.361795
  nChanged 1
		SP:Iteration 27Q (100485.730000 sec): 3 clusters
  Score: Raw -734133.716635 + Penalty 2893.872390 = -731239.844246
  nChanged 1
		SP:Iteration 28Q (100485.960000 sec): 3 clusters
  Score: Raw -734134.307354 + Penalty 2893.872390 = -731240.434965
  nChanged 1
		SP:Iteration 29Q (100486.150000 sec): 3 clusters
  Score: Raw -734134.420122 + Penalty 2893.872390 = -731240.547733
  nChanged 0
		SP:Iteration 30F (100486.390000 sec): 3 clusters
  Score: Raw -734134.420122 + Penalty 2893.872390 = -731240.547733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100486.530000 sec): 2 clusters
  Score: Raw -1520560.579863 + Penalty 1555.528058 = -1519005.051805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100486.820000 sec): 3 clusters
  Score: Raw -1512180.292999 + Penalty 3111.056115 = -1509069.236883
  nChanged 6373
		SP:Iteration 1F (100487.170000 sec): 3 clusters
  Score: Raw -1515599.720810 + Penalty 3111.056115 = -1512488.664694
  nChanged 833
		SP:Iteration 2F (100487.440000 sec): 3 clusters
  Score: Raw -1515948.822174 + Penalty 3111.056115 = -1512837.766059
  nChanged 810
		SP:Iteration 3F (100487.690000 sec): 3 clusters
  Score: Raw -1516332.733493 + Penalty 3111.056115 = -1513221.677377
  nChanged 861
		SP:Iteration 4F (100487.930000 sec): 3 clusters
  Score: Raw -1516834.942670 + Penalty 3111.056115 = -1513723.886555
  nChanged 950
		SP:Iteration 5F (100488.230000 sec): 3 clusters
  Score: Raw -1517496.816332 + Penalty 3111.056115 = -1514385.760217
  nChanged 974
		SP:Iteration 6F (100488.480000 sec): 3 clusters
  Score: Raw -1518239.460961 + Penalty 3111.056115 = -1515128.404845
  nChanged 892
		SP:Iteration 7F (100488.830000 sec): 3 clusters
  Score: Raw -1518957.765327 + Penalty 3111.056115 = -1515846.709212
  nChanged 713
		SP:Iteration 8Q (100489.110000 sec): 3 clusters
  Score: Raw -1519567.054803 + Penalty 3111.056115 = -1516455.998688
  nChanged 517
		SP:Iteration 9Q (100489.360000 sec): 3 clusters
  Score: Raw -1520018.024260 + Penalty 3111.056115 = -1516906.968145
  nChanged 355
		SP:Iteration 10Q (100489.550000 sec): 3 clusters
  Score: Raw -1520326.640792 + Penalty 3111.056115 = -1517215.584676
  nChanged 191
		SP:Iteration 11Q (100489.890000 sec): 3 clusters
  Score: Raw -1520489.700411 + Penalty 3111.056115 = -1517378.644295
  nChanged 103
		SP:Iteration 12Q (100490.180000 sec): 3 clusters
  Score: Raw -1520580.371279 + Penalty 3111.056115 = -1517469.315164
  nChanged 58
		SP:Iteration 13Q (100490.430000 sec): 3 clusters
  Score: Raw -1520630.992511 + Penalty 3111.056115 = -1517519.936396
  nChanged 36
		SP:Iteration 14Q (100490.710000 sec): 3 clusters
  Score: Raw -1520663.110504 + Penalty 3111.056115 = -1517552.054389
  nChanged 19
		SP:Iteration 15Q (100491.000000 sec): 3 clusters
  Score: Raw -1520681.706969 + Penalty 3111.056115 = -1517570.650853
  nChanged 23
		SP:Iteration 16Q (100491.350000 sec): 3 clusters
  Score: Raw -1520702.274236 + Penalty 3111.056115 = -1517591.218120
  nChanged 19
		SP:Iteration 17Q (100491.610000 sec): 3 clusters
  Score: Raw -1520724.737650 + Penalty 3111.056115 = -1517613.681535
  nChanged 12
		SP:Iteration 18Q (100491.900000 sec): 3 clusters
  Score: Raw -1520735.464331 + Penalty 3111.056115 = -1517624.408215
  nChanged 10
		SP:Iteration 19Q (100492.170000 sec): 3 clusters
  Score: Raw -1520747.884507 + Penalty 3111.056115 = -1517636.828391
  nChanged 5
		SP:Iteration 20F (100492.410000 sec): 3 clusters
  Score: Raw -1520755.901395 + Penalty 3111.056115 = -1517644.845279
  nChanged 7
		SP:Iteration 21Q (100492.650000 sec): 3 clusters
  Score: Raw -1520761.337681 + Penalty 3111.056115 = -1517650.281565
  nChanged 2
		SP:Iteration 22Q (100492.900000 sec): 3 clusters
  Score: Raw -1520763.711868 + Penalty 3111.056115 = -1517652.655752
  nChanged 2
		SP:Iteration 23Q (100493.180000 sec): 3 clusters
  Score: Raw -1520764.662993 + Penalty 3111.056115 = -1517653.606878
  nChanged 0
		SP:Iteration 24F (100493.460000 sec): 3 clusters
  Score: Raw -1520764.662993 + Penalty 3111.056115 = -1517653.606878
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100493.650000 sec): 2 clusters
  Score: Raw -1958393.193213 + Penalty 1588.737581 = -1956804.455632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100493.920000 sec): 3 clusters
  Score: Raw -1947839.243549 + Penalty 3177.475162 = -1944661.768387
  nChanged 7867
		SP:Iteration 1F (100494.200000 sec): 3 clusters
  Score: Raw -1952154.159550 + Penalty 3177.475162 = -1948976.684388
  nChanged 931
		SP:Iteration 2F (100494.460000 sec): 3 clusters
  Score: Raw -1952520.120005 + Penalty 3177.475162 = -1949342.644843
  nChanged 877
		SP:Iteration 3Q (100494.760000 sec): 3 clusters
  Score: Raw -1952932.757823 + Penalty 3177.475162 = -1949755.282661
  nChanged 973
		SP:Iteration 4F (100495.060000 sec): 3 clusters
  Score: Raw -1953509.418879 + Penalty 3177.475162 = -1950331.943717
  nChanged 1190
		SP:Iteration 5F (100495.290000 sec): 3 clusters
  Score: Raw -1954374.935265 + Penalty 3177.475162 = -1951197.460103
  nChanged 1323
		SP:Iteration 6F (100495.540000 sec): 3 clusters
  Score: Raw -1955508.077930 + Penalty 3177.475162 = -1952330.602768
  nChanged 1234
		SP:Iteration 7F (100495.830000 sec): 3 clusters
  Score: Raw -1956697.240725 + Penalty 3177.475162 = -1953519.765563
  nChanged 956
		SP:Iteration 8F (100496.090000 sec): 3 clusters
  Score: Raw -1957652.224136 + Penalty 3177.475162 = -1954474.748975
  nChanged 504
		SP:Iteration 9Q (100496.380000 sec): 3 clusters
  Score: Raw -1958142.821105 + Penalty 3177.475162 = -1954965.345944
  nChanged 211
		SP:Iteration 10Q (100496.590000 sec): 3 clusters
  Score: Raw -1958360.382202 + Penalty 3177.475162 = -1955182.907040
  nChanged 72
		SP:Iteration 11Q (100496.880000 sec): 3 clusters
  Score: Raw -1958468.263720 + Penalty 3177.475162 = -1955290.788558
  nChanged 45
		SP:Iteration 12Q (100497.160000 sec): 3 clusters
  Score: Raw -1958529.139375 + Penalty 3177.475162 = -1955351.664213
  nChanged 25
		SP:Iteration 13Q (100497.440000 sec): 3 clusters
  Score: Raw -1958556.001476 + Penalty 3177.475162 = -1955378.526315
  nChanged 10
		SP:Iteration 14Q (100497.750000 sec): 3 clusters
  Score: Raw -1958568.301492 + Penalty 3177.475162 = -1955390.826330
  nChanged 10
		SP:Iteration 15Q (100497.980000 sec): 3 clusters
  Score: Raw -1958578.940085 + Penalty 3177.475162 = -1955401.464924
  nChanged 4
		SP:Iteration 16Q (100498.250000 sec): 3 clusters
  Score: Raw -1958585.662963 + Penalty 3177.475162 = -1955408.187801
  nChanged 4
		SP:Iteration 17Q (100498.470000 sec): 3 clusters
  Score: Raw -1958591.121959 + Penalty 3177.475162 = -1955413.646798
  nChanged 3
		SP:Iteration 18Q (100498.720000 sec): 3 clusters
  Score: Raw -1958595.453942 + Penalty 3177.475162 = -1955417.978780
  nChanged 1
		SP:Iteration 19Q (100498.980000 sec): 3 clusters
  Score: Raw -1958596.486504 + Penalty 3177.475162 = -1955419.011343
  nChanged 1
		SP:Iteration 20F (100499.220000 sec): 3 clusters
  Score: Raw -1958599.989566 + Penalty 3177.475162 = -1955422.514405
  nChanged 1
		SP:Iteration 21Q (100499.480000 sec): 3 clusters
  Score: Raw -1958601.859628 + Penalty 3177.475162 = -1955424.384466
  nChanged 2
		SP:Iteration 22Q (100499.760000 sec): 3 clusters
  Score: Raw -1958606.096120 + Penalty 3177.475162 = -1955428.620958
  nChanged 1
		SP:Iteration 23Q (100500.040000 sec): 3 clusters
  Score: Raw -1958607.386444 + Penalty 3177.475162 = -1955429.911282
  nChanged 1
		SP:Iteration 24Q (100500.290000 sec): 3 clusters
  Score: Raw -1958608.421664 + Penalty 3177.475162 = -1955430.946502
  nChanged 0
		SP:Iteration 25F (100500.600000 sec): 3 clusters
  Score: Raw -1958608.421664 + Penalty 3177.475162 = -1955430.946502
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100500.720000 sec): 2 clusters
  Score: Raw -378179.503120 + Penalty 1345.038138 = -376834.464982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100500.940000 sec): 3 clusters
  Score: Raw -376190.192207 + Penalty 2690.076276 = -373500.115931
  nChanged 1561
		SP:Iteration 1F (100501.220000 sec): 3 clusters
  Score: Raw -377139.637359 + Penalty 2690.076276 = -374449.561083
  nChanged 327
		SP:Iteration 2F (100501.400000 sec): 3 clusters
  Score: Raw -377407.644071 + Penalty 2690.076276 = -374717.567794
  nChanged 284
		SP:Iteration 3F (100501.620000 sec): 3 clusters
  Score: Raw -377628.531548 + Penalty 2690.076276 = -374938.455272
  nChanged 222
		SP:Iteration 4F (100501.860000 sec): 3 clusters
  Score: Raw -377781.041459 + Penalty 2690.076276 = -375090.965183
  nChanged 186
		SP:Iteration 5Q (100502.030000 sec): 3 clusters
  Score: Raw -377917.422203 + Penalty 2690.076276 = -375227.345927
  nChanged 171
		SP:Iteration 6Q (100502.290000 sec): 3 clusters
  Score: Raw -378059.458215 + Penalty 2690.076276 = -375369.381939
  nChanged 174
		SP:Iteration 7Q (100502.470000 sec): 3 clusters
  Score: Raw -378194.045342 + Penalty 2690.076276 = -375503.969066
  nChanged 146
		SP:Iteration 8Q (100502.630000 sec): 3 clusters
  Score: Raw -378311.381034 + Penalty 2690.076276 = -375621.304758
  nChanged 126
		SP:Iteration 9Q (100502.850000 sec): 3 clusters
  Score: Raw -378421.479404 + Penalty 2690.076276 = -375731.403128
  nChanged 94
		SP:Iteration 10Q (100503.090000 sec): 3 clusters
  Score: Raw -378498.286087 + Penalty 2690.076276 = -375808.209811
  nChanged 75
		SP:Iteration 11Q (100503.300000 sec): 3 clusters
  Score: Raw -378546.344271 + Penalty 2690.076276 = -375856.267995
  nChanged 55
		SP:Iteration 12Q (100503.490000 sec): 3 clusters
  Score: Raw -378570.950547 + Penalty 2690.076276 = -375880.874271
  nChanged 31
		SP:Iteration 13Q (100503.690000 sec): 3 clusters
  Score: Raw -378587.905432 + Penalty 2690.076276 = -375897.829156
  nChanged 31
		SP:Iteration 14Q (100503.960000 sec): 3 clusters
  Score: Raw -378607.566363 + Penalty 2690.076276 = -375917.490087
  nChanged 30
		SP:Iteration 15Q (100504.140000 sec): 3 clusters
  Score: Raw -378626.644811 + Penalty 2690.076276 = -375936.568535
  nChanged 26
		SP:Iteration 16Q (100504.370000 sec): 3 clusters
  Score: Raw -378639.248387 + Penalty 2690.076276 = -375949.172111
  nChanged 21
		SP:Iteration 17Q (100504.640000 sec): 3 clusters
  Score: Raw -378655.151200 + Penalty 2690.076276 = -375965.074924
  nChanged 27
		SP:Iteration 18Q (100504.830000 sec): 3 clusters
  Score: Raw -378671.226501 + Penalty 2690.076276 = -375981.150225
  nChanged 21
		SP:Iteration 19Q (100505.040000 sec): 3 clusters
  Score: Raw -378685.238792 + Penalty 2690.076276 = -375995.162516
  nChanged 25
		SP:Iteration 20F (100505.260000 sec): 3 clusters
  Score: Raw -378702.994987 + Penalty 2690.076276 = -376012.918711
  nChanged 20
		SP:Iteration 21Q (100505.510000 sec): 3 clusters
  Score: Raw -378716.945627 + Penalty 2690.076276 = -376026.869351
  nChanged 22
		SP:Iteration 22Q (100505.740000 sec): 3 clusters
  Score: Raw -378728.525686 + Penalty 2690.076276 = -376038.449410
  nChanged 20
		SP:Iteration 23Q (100505.940000 sec): 3 clusters
  Score: Raw -378748.266915 + Penalty 2690.076276 = -376058.190639
  nChanged 23
		SP:Iteration 24Q (100506.150000 sec): 3 clusters
  Score: Raw -378767.533922 + Penalty 2690.076276 = -376077.457646
  nChanged 23
		SP:Iteration 25Q (100506.380000 sec): 3 clusters
  Score: Raw -378787.933904 + Penalty 2690.076276 = -376097.857628
  nChanged 26
		SP:Iteration 26Q (100506.640000 sec): 3 clusters
  Score: Raw -378806.242482 + Penalty 2690.076276 = -376116.166206
  nChanged 19
		SP:Iteration 27Q (100506.850000 sec): 3 clusters
  Score: Raw -378814.048935 + Penalty 2690.076276 = -376123.972659
  nChanged 7
		SP:Iteration 28Q (100507.080000 sec): 3 clusters
  Score: Raw -378817.975459 + Penalty 2690.076276 = -376127.899183
  nChanged 5
		SP:Iteration 29Q (100507.250000 sec): 3 clusters
  Score: Raw -378820.460199 + Penalty 2690.076276 = -376130.383923
  nChanged 3
		SP:Iteration 30Q (100507.440000 sec): 3 clusters
  Score: Raw -378822.020645 + Penalty 2690.076276 = -376131.944369
  nChanged 3
		SP:Iteration 31Q (100507.630000 sec): 3 clusters
  Score: Raw -378823.303817 + Penalty 2690.076276 = -376133.227541
  nChanged 2
		SP:Iteration 32Q (100507.830000 sec): 3 clusters
  Score: Raw -378823.639323 + Penalty 2690.076276 = -376133.563047
  nChanged 0
		SP:Iteration 33F (100508.010000 sec): 3 clusters
  Score: Raw -378823.639323 + Penalty 2690.076276 = -376133.563047
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100508.190000 sec): 2 clusters
  Score: Raw -1224575.273567 + Penalty 1519.800893 = -1223055.472674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100508.380000 sec): 3 clusters
  Score: Raw -1218002.217949 + Penalty 3039.601786 = -1214962.616163
  nChanged 4997
		SP:Iteration 1F (100508.660000 sec): 3 clusters
  Score: Raw -1220630.840420 + Penalty 3039.601786 = -1217591.238634
  nChanged 675
		SP:Iteration 2F (100508.920000 sec): 3 clusters
  Score: Raw -1220928.893342 + Penalty 3039.601786 = -1217889.291556
  nChanged 587
		SP:Iteration 3F (100509.130000 sec): 3 clusters
  Score: Raw -1221199.282894 + Penalty 3039.601786 = -1218159.681108
  nChanged 552
		SP:Iteration 4Q (100509.390000 sec): 3 clusters
  Score: Raw -1221451.142733 + Penalty 3039.601786 = -1218411.540948
  nChanged 497
		SP:Iteration 5Q (100509.610000 sec): 3 clusters
  Score: Raw -1221683.885108 + Penalty 3039.601786 = -1218644.283322
  nChanged 493
		SP:Iteration 6Q (100509.840000 sec): 3 clusters
  Score: Raw -1221924.027331 + Penalty 3039.601786 = -1218884.425545
  nChanged 458
		SP:Iteration 7Q (100510.090000 sec): 3 clusters
  Score: Raw -1222210.088182 + Penalty 3039.601786 = -1219170.486396
  nChanged 518
		SP:Iteration 8Q (100510.310000 sec): 3 clusters
  Score: Raw -1222550.209306 + Penalty 3039.601786 = -1219510.607520
  nChanged 513
		SP:Iteration 9Q (100510.550000 sec): 3 clusters
  Score: Raw -1222889.610695 + Penalty 3039.601786 = -1219850.008910
  nChanged 513
		SP:Iteration 10Q (100510.780000 sec): 3 clusters
  Score: Raw -1223186.190275 + Penalty 3039.601786 = -1220146.588489
  nChanged 461
		SP:Iteration 11Q (100511.050000 sec): 3 clusters
  Score: Raw -1223445.265555 + Penalty 3039.601786 = -1220405.663769
  nChanged 409
		SP:Iteration 12Q (100511.300000 sec): 3 clusters
  Score: Raw -1223650.074002 + Penalty 3039.601786 = -1220610.472216
  nChanged 332
		SP:Iteration 13Q (100511.500000 sec): 3 clusters
  Score: Raw -1223796.372052 + Penalty 3039.601786 = -1220756.770267
  nChanged 245
		SP:Iteration 14Q (100511.780000 sec): 3 clusters
  Score: Raw -1223895.500618 + Penalty 3039.601786 = -1220855.898832
  nChanged 206
		SP:Iteration 15Q (100511.980000 sec): 3 clusters
  Score: Raw -1223960.696167 + Penalty 3039.601786 = -1220921.094381
  nChanged 166
		SP:Iteration 16Q (100512.230000 sec): 3 clusters
  Score: Raw -1224006.404350 + Penalty 3039.601786 = -1220966.802565
  nChanged 130
		SP:Iteration 17Q (100512.460000 sec): 3 clusters
  Score: Raw -1224043.197601 + Penalty 3039.601786 = -1221003.595816
  nChanged 115
		SP:Iteration 18Q (100512.720000 sec): 3 clusters
  Score: Raw -1224076.999051 + Penalty 3039.601786 = -1221037.397265
  nChanged 126
		SP:Iteration 19Q (100512.930000 sec): 3 clusters
  Score: Raw -1224109.391086 + Penalty 3039.601786 = -1221069.789300
  nChanged 120
		SP:Iteration 20F (100513.150000 sec): 3 clusters
  Score: Raw -1224142.804679 + Penalty 3039.601786 = -1221103.202894
  nChanged 106
		SP:Iteration 21Q (100513.390000 sec): 3 clusters
  Score: Raw -1224172.902498 + Penalty 3039.601786 = -1221133.300713
  nChanged 105
		SP:Iteration 22Q (100513.600000 sec): 3 clusters
  Score: Raw -1224209.994263 + Penalty 3039.601786 = -1221170.392477
  nChanged 127
		SP:Iteration 23Q (100513.800000 sec): 3 clusters
  Score: Raw -1224254.578675 + Penalty 3039.601786 = -1221214.976889
  nChanged 136
		SP:Iteration 24Q (100514.000000 sec): 3 clusters
  Score: Raw -1224296.135655 + Penalty 3039.601786 = -1221256.533869
  nChanged 121
		SP:Iteration 25Q (100514.230000 sec): 3 clusters
  Score: Raw -1224330.585983 + Penalty 3039.601786 = -1221290.984197
  nChanged 130
		SP:Iteration 26Q (100514.480000 sec): 3 clusters
  Score: Raw -1224382.514757 + Penalty 3039.601786 = -1221342.912971
  nChanged 161
		SP:Iteration 27Q (100514.700000 sec): 3 clusters
  Score: Raw -1224457.126690 + Penalty 3039.601786 = -1221417.524904
  nChanged 194
		SP:Iteration 28Q (100514.920000 sec): 3 clusters
  Score: Raw -1224557.354153 + Penalty 3039.601786 = -1221517.752367
  nChanged 212
		SP:Iteration 29Q (100515.100000 sec): 3 clusters
  Score: Raw -1224668.711244 + Penalty 3039.601786 = -1221629.109458
  nChanged 209
		SP:Iteration 30Q (100515.320000 sec): 3 clusters
  Score: Raw -1224777.211456 + Penalty 3039.601786 = -1221737.609671
  nChanged 189
		SP:Iteration 31Q (100515.550000 sec): 3 clusters
  Score: Raw -1224876.638707 + Penalty 3039.601786 = -1221837.036921
  nChanged 216
		SP:Iteration 32Q (100515.800000 sec): 3 clusters
  Score: Raw -1224989.647437 + Penalty 3039.601786 = -1221950.045651
  nChanged 199
		SP:Iteration 33Q (100516.020000 sec): 3 clusters
  Score: Raw -1225090.613582 + Penalty 3039.601786 = -1222051.011796
  nChanged 160
		SP:Iteration 34Q (100516.240000 sec): 3 clusters
  Score: Raw -1225157.478861 + Penalty 3039.601786 = -1222117.877075
  nChanged 140
		SP:Iteration 35Q (100516.430000 sec): 3 clusters
  Score: Raw -1225211.661857 + Penalty 3039.601786 = -1222172.060072
  nChanged 137
		SP:Iteration 36Q (100516.710000 sec): 3 clusters
  Score: Raw -1225263.097454 + Penalty 3039.601786 = -1222223.495669
  nChanged 104
		SP:Iteration 37Q (100516.900000 sec): 3 clusters
  Score: Raw -1225302.323683 + Penalty 3039.601786 = -1222262.721898
  nChanged 97
		SP:Iteration 38Q (100517.140000 sec): 3 clusters
  Score: Raw -1225330.683727 + Penalty 3039.601786 = -1222291.081941
  nChanged 81
		SP:Iteration 39Q (100517.420000 sec): 3 clusters
  Score: Raw -1225353.475609 + Penalty 3039.601786 = -1222313.873823
  nChanged 66
		SP:Iteration 40F (100517.650000 sec): 3 clusters
  Score: Raw -1225376.653054 + Penalty 3039.601786 = -1222337.051268
  nChanged 64
		SP:Iteration 41Q (100517.870000 sec): 3 clusters
  Score: Raw -1225393.608821 + Penalty 3039.601786 = -1222354.007035
  nChanged 64
		SP:Iteration 42Q (100518.160000 sec): 3 clusters
  Score: Raw -1225409.617872 + Penalty 3039.601786 = -1222370.016086
  nChanged 59
		SP:Iteration 43Q (100518.410000 sec): 3 clusters
  Score: Raw -1225424.319506 + Penalty 3039.601786 = -1222384.717721
  nChanged 53
		SP:Iteration 44Q (100518.810000 sec): 3 clusters
  Score: Raw -1225439.319375 + Penalty 3039.601786 = -1222399.717589
  nChanged 43
		SP:Iteration 45Q (100519.040000 sec): 3 clusters
  Score: Raw -1225455.014670 + Penalty 3039.601786 = -1222415.412884
  nChanged 47
		SP:Iteration 46Q (100519.280000 sec): 3 clusters
  Score: Raw -1225470.558127 + Penalty 3039.601786 = -1222430.956341
  nChanged 54
		SP:Iteration 47Q (100519.520000 sec): 3 clusters
  Score: Raw -1225487.305592 + Penalty 3039.601786 = -1222447.703806
  nChanged 51
		SP:Iteration 48Q (100519.780000 sec): 3 clusters
  Score: Raw -1225504.393017 + Penalty 3039.601786 = -1222464.791232
  nChanged 63
		SP:Iteration 49Q (100520.060000 sec): 3 clusters
  Score: Raw -1225522.110230 + Penalty 3039.601786 = -1222482.508445
  nChanged 52
		SP:Iteration 50Q (100520.290000 sec): 3 clusters
  Score: Raw -1225536.911902 + Penalty 3039.601786 = -1222497.310116
  nChanged 50
		SP:Iteration 51Q (100520.610000 sec): 3 clusters
  Score: Raw -1225550.526655 + Penalty 3039.601786 = -1222510.924869
  nChanged 57
		SP:Iteration 52Q (100520.860000 sec): 3 clusters
  Score: Raw -1225564.032734 + Penalty 3039.601786 = -1222524.430948
  nChanged 50
		SP:Iteration 53Q (100521.100000 sec): 3 clusters
  Score: Raw -1225575.751265 + Penalty 3039.601786 = -1222536.149480
  nChanged 42
		SP:Iteration 54Q (100521.350000 sec): 3 clusters
  Score: Raw -1225583.995646 + Penalty 3039.601786 = -1222544.393860
  nChanged 38
		SP:Iteration 55Q (100521.630000 sec): 3 clusters
  Score: Raw -1225591.099756 + Penalty 3039.601786 = -1222551.497970
  nChanged 34
		SP:Iteration 56Q (100521.890000 sec): 3 clusters
  Score: Raw -1225598.293439 + Penalty 3039.601786 = -1222558.691654
  nChanged 35
		SP:Iteration 57Q (100522.110000 sec): 3 clusters
  Score: Raw -1225604.723693 + Penalty 3039.601786 = -1222565.121907
  nChanged 31
		SP:Iteration 58Q (100522.350000 sec): 3 clusters
  Score: Raw -1225611.593811 + Penalty 3039.601786 = -1222571.992025
  nChanged 35
		SP:Iteration 59Q (100522.650000 sec): 3 clusters
  Score: Raw -1225617.734721 + Penalty 3039.601786 = -1222578.132935
  nChanged 37
		SP:Iteration 60F (100522.870000 sec): 3 clusters
  Score: Raw -1225623.819046 + Penalty 3039.601786 = -1222584.217260
  nChanged 33
		SP:Iteration 61Q (100523.170000 sec): 3 clusters
  Score: Raw -1225629.587471 + Penalty 3039.601786 = -1222589.985685
  nChanged 30
		SP:Iteration 62Q (100523.450000 sec): 3 clusters
  Score: Raw -1225636.538552 + Penalty 3039.601786 = -1222596.936766
  nChanged 30
		SP:Iteration 63Q (100523.730000 sec): 3 clusters
  Score: Raw -1225642.161682 + Penalty 3039.601786 = -1222602.559897
  nChanged 30
		SP:Iteration 64Q (100523.950000 sec): 3 clusters
  Score: Raw -1225648.268964 + Penalty 3039.601786 = -1222608.667178
  nChanged 37
		SP:Iteration 65Q (100524.170000 sec): 3 clusters
  Score: Raw -1225656.303302 + Penalty 3039.601786 = -1222616.701516
  nChanged 36
		SP:Iteration 66Q (100524.480000 sec): 3 clusters
  Score: Raw -1225662.447315 + Penalty 3039.601786 = -1222622.845529
  nChanged 28
		SP:Iteration 67Q (100524.670000 sec): 3 clusters
  Score: Raw -1225665.988690 + Penalty 3039.601786 = -1222626.386904
  nChanged 29
		SP:Iteration 68Q (100524.940000 sec): 3 clusters
  Score: Raw -1225669.351266 + Penalty 3039.601786 = -1222629.749480
  nChanged 15
		SP:Iteration 69Q (100525.200000 sec): 3 clusters
  Score: Raw -1225671.701231 + Penalty 3039.601786 = -1222632.099445
  nChanged 24
		SP:Iteration 70Q (100525.410000 sec): 3 clusters
  Score: Raw -1225674.682574 + Penalty 3039.601786 = -1222635.080789
  nChanged 23
		SP:Iteration 71Q (100525.690000 sec): 3 clusters
  Score: Raw -1225677.072898 + Penalty 3039.601786 = -1222637.471112
  nChanged 18
		SP:Iteration 72Q (100525.910000 sec): 3 clusters
  Score: Raw -1225679.766291 + Penalty 3039.601786 = -1222640.164505
  nChanged 25
		SP:Iteration 73Q (100526.190000 sec): 3 clusters
  Score: Raw -1225682.993953 + Penalty 3039.601786 = -1222643.392168
  nChanged 18
		SP:Iteration 74Q (100526.430000 sec): 3 clusters
  Score: Raw -1225685.668804 + Penalty 3039.601786 = -1222646.067018
  nChanged 19
		SP:Iteration 75Q (100526.690000 sec): 3 clusters
  Score: Raw -1225689.234333 + Penalty 3039.601786 = -1222649.632548
  nChanged 24
		SP:Iteration 76Q (100526.950000 sec): 3 clusters
  Score: Raw -1225694.766880 + Penalty 3039.601786 = -1222655.165094
  nChanged 31
		SP:Iteration 77Q (100527.210000 sec): 3 clusters
  Score: Raw -1225700.862419 + Penalty 3039.601786 = -1222661.260634
  nChanged 23
		SP:Iteration 78Q (100527.480000 sec): 3 clusters
  Score: Raw -1225704.979061 + Penalty 3039.601786 = -1222665.377275
  nChanged 24
		SP:Iteration 79Q (100527.720000 sec): 3 clusters
  Score: Raw -1225708.386532 + Penalty 3039.601786 = -1222668.784746
  nChanged 25
		SP:Iteration 80F (100527.930000 sec): 3 clusters
  Score: Raw -1225711.874773 + Penalty 3039.601786 = -1222672.272987
  nChanged 19
		SP:Iteration 81Q (100528.210000 sec): 3 clusters
  Score: Raw -1225715.190322 + Penalty 3039.601786 = -1222675.588536
  nChanged 21
		SP:Iteration 82Q (100528.440000 sec): 3 clusters
  Score: Raw -1225718.280881 + Penalty 3039.601786 = -1222678.679095
  nChanged 16
		SP:Iteration 83Q (100528.710000 sec): 3 clusters
  Score: Raw -1225720.553109 + Penalty 3039.601786 = -1222680.951323
  nChanged 16
		SP:Iteration 84Q (100528.940000 sec): 3 clusters
  Score: Raw -1225722.837166 + Penalty 3039.601786 = -1222683.235380
  nChanged 15
		SP:Iteration 85Q (100529.180000 sec): 3 clusters
  Score: Raw -1225724.884965 + Penalty 3039.601786 = -1222685.283179
  nChanged 7
		SP:Iteration 86Q (100529.440000 sec): 3 clusters
  Score: Raw -1225725.743776 + Penalty 3039.601786 = -1222686.141990
  nChanged 4
		SP:Iteration 87Q (100529.730000 sec): 3 clusters
  Score: Raw -1225726.434528 + Penalty 3039.601786 = -1222686.832742
  nChanged 7
		SP:Iteration 88Q (100529.960000 sec): 3 clusters
  Score: Raw -1225727.381307 + Penalty 3039.601786 = -1222687.779522
  nChanged 9
		SP:Iteration 89Q (100530.240000 sec): 3 clusters
  Score: Raw -1225728.556050 + Penalty 3039.601786 = -1222688.954264
  nChanged 13
		SP:Iteration 90Q (100530.440000 sec): 3 clusters
  Score: Raw -1225730.326393 + Penalty 3039.601786 = -1222690.724607
  nChanged 9
		SP:Iteration 91Q (100530.690000 sec): 3 clusters
  Score: Raw -1225731.555457 + Penalty 3039.601786 = -1222691.953672
  nChanged 14
		SP:Iteration 92Q (100530.920000 sec): 3 clusters
  Score: Raw -1225733.096221 + Penalty 3039.601786 = -1222693.494435
  nChanged 12
		SP:Iteration 93Q (100531.190000 sec): 3 clusters
  Score: Raw -1225734.447169 + Penalty 3039.601786 = -1222694.845384
  nChanged 17
		SP:Iteration 94Q (100531.430000 sec): 3 clusters
  Score: Raw -1225737.209648 + Penalty 3039.601786 = -1222697.607862
  nChanged 22
		SP:Iteration 95Q (100531.670000 sec): 3 clusters
  Score: Raw -1225740.212481 + Penalty 3039.601786 = -1222700.610695
  nChanged 25
		SP:Iteration 96Q (100531.900000 sec): 3 clusters
  Score: Raw -1225744.825737 + Penalty 3039.601786 = -1222705.223951
  nChanged 29
		SP:Iteration 97Q (100532.130000 sec): 3 clusters
  Score: Raw -1225748.919133 + Penalty 3039.601786 = -1222709.317347
  nChanged 27
		SP:Iteration 98Q (100532.360000 sec): 3 clusters
  Score: Raw -1225752.825550 + Penalty 3039.601786 = -1222713.223764
  nChanged 25
		SP:Iteration 99Q (100532.540000 sec): 3 clusters
  Score: Raw -1225756.168917 + Penalty 3039.601786 = -1222716.567131
  nChanged 24
		SP:Iteration 100F (100532.810000 sec): 3 clusters
  Score: Raw -1225759.353393 + Penalty 3039.601786 = -1222719.751607
  nChanged 28
		SP:Iteration 101Q (100533.070000 sec): 3 clusters
  Score: Raw -1225762.735265 + Penalty 3039.601786 = -1222723.133479
  nChanged 16
		SP:Iteration 102Q (100533.320000 sec): 3 clusters
  Score: Raw -1225764.719049 + Penalty 3039.601786 = -1222725.117264
  nChanged 20
		SP:Iteration 103Q (100533.550000 sec): 3 clusters
  Score: Raw -1225766.865917 + Penalty 3039.601786 = -1222727.264132
  nChanged 13
		SP:Iteration 104Q (100533.810000 sec): 3 clusters
  Score: Raw -1225768.529440 + Penalty 3039.601786 = -1222728.927654
  nChanged 14
		SP:Iteration 105Q (100534.080000 sec): 3 clusters
  Score: Raw -1225770.206437 + Penalty 3039.601786 = -1222730.604652
  nChanged 14
		SP:Iteration 106Q (100534.290000 sec): 3 clusters
  Score: Raw -1225771.813922 + Penalty 3039.601786 = -1222732.212136
  nChanged 15
		SP:Iteration 107Q (100534.590000 sec): 3 clusters
  Score: Raw -1225773.763742 + Penalty 3039.601786 = -1222734.161956
  nChanged 12
		SP:Iteration 108Q (100534.820000 sec): 3 clusters
  Score: Raw -1225774.957326 + Penalty 3039.601786 = -1222735.355540
  nChanged 8
		SP:Iteration 109Q (100535.050000 sec): 3 clusters
  Score: Raw -1225776.177655 + Penalty 3039.601786 = -1222736.575869
  nChanged 8
		SP:Iteration 110Q (100535.280000 sec): 3 clusters
  Score: Raw -1225776.866496 + Penalty 3039.601786 = -1222737.264710
  nChanged 4
		SP:Iteration 111Q (100535.500000 sec): 3 clusters
  Score: Raw -1225777.161076 + Penalty 3039.601786 = -1222737.559290
  nChanged 2
		SP:Iteration 112Q (100535.730000 sec): 3 clusters
  Score: Raw -1225777.221819 + Penalty 3039.601786 = -1222737.620033
  nChanged 1
		SP:Iteration 113Q (100535.990000 sec): 3 clusters
  Score: Raw -1225777.298509 + Penalty 3039.601786 = -1222737.696723
  nChanged 0
		SP:Iteration 114F (100536.180000 sec): 3 clusters
  Score: Raw -1225777.298509 + Penalty 3039.601786 = -1222737.696723
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4539 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100536.290000 sec): 2 clusters
  Score: Raw -500632.380073 + Penalty 1368.325075 = -499264.054998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100536.520000 sec): 3 clusters
  Score: Raw -498207.893768 + Penalty 2736.650151 = -495471.243618
  nChanged 1834
		SP:Iteration 1F (100536.720000 sec): 3 clusters
  Score: Raw -499198.432918 + Penalty 2736.650151 = -496461.782767
  nChanged 355
		SP:Iteration 2F (100536.970000 sec): 3 clusters
  Score: Raw -499378.526396 + Penalty 2736.650151 = -496641.876245
  nChanged 238
		SP:Iteration 3F (100537.210000 sec): 3 clusters
  Score: Raw -499484.135267 + Penalty 2736.650151 = -496747.485116
  nChanged 179
		SP:Iteration 4Q (100537.380000 sec): 3 clusters
  Score: Raw -499555.841616 + Penalty 2736.650151 = -496819.191465
  nChanged 138
		SP:Iteration 5Q (100537.620000 sec): 3 clusters
  Score: Raw -499606.501088 + Penalty 2736.650151 = -496869.850937
  nChanged 112
		SP:Iteration 6Q (100537.810000 sec): 3 clusters
  Score: Raw -499653.737991 + Penalty 2736.650151 = -496917.087841
  nChanged 112
		SP:Iteration 7Q (100537.980000 sec): 3 clusters
  Score: Raw -499699.503196 + Penalty 2736.650151 = -496962.853046
  nChanged 117
		SP:Iteration 8Q (100538.200000 sec): 3 clusters
  Score: Raw -499744.994708 + Penalty 2736.650151 = -497008.344557
  nChanged 108
		SP:Iteration 9Q (100538.350000 sec): 3 clusters
  Score: Raw -499795.630332 + Penalty 2736.650151 = -497058.980181
  nChanged 113
		SP:Iteration 10Q (100538.540000 sec): 3 clusters
  Score: Raw -499850.138260 + Penalty 2736.650151 = -497113.488109
  nChanged 124
		SP:Iteration 11Q (100538.710000 sec): 3 clusters
  Score: Raw -499911.093291 + Penalty 2736.650151 = -497174.443140
  nChanged 108
		SP:Iteration 12Q (100538.950000 sec): 3 clusters
  Score: Raw -499971.700465 + Penalty 2736.650151 = -497235.050314
  nChanged 116
		SP:Iteration 13Q (100539.110000 sec): 3 clusters
  Score: Raw -500032.019740 + Penalty 2736.650151 = -497295.369589
  nChanged 118
		SP:Iteration 14Q (100539.340000 sec): 3 clusters
  Score: Raw -500099.235842 + Penalty 2736.650151 = -497362.585691
  nChanged 125
		SP:Iteration 15Q (100539.530000 sec): 3 clusters
  Score: Raw -500177.946549 + Penalty 2736.650151 = -497441.296398
  nChanged 124
		SP:Iteration 16Q (100539.720000 sec): 3 clusters
  Score: Raw -500254.117212 + Penalty 2736.650151 = -497517.467061
  nChanged 106
		SP:Iteration 17Q (100539.930000 sec): 3 clusters
  Score: Raw -500329.260661 + Penalty 2736.650151 = -497592.610510
  nChanged 115
		SP:Iteration 18Q (100540.120000 sec): 3 clusters
  Score: Raw -500418.717167 + Penalty 2736.650151 = -497682.067016
  nChanged 98
		SP:Iteration 19Q (100540.320000 sec): 3 clusters
  Score: Raw -500487.186816 + Penalty 2736.650151 = -497750.536665
  nChanged 65
		SP:Iteration 20F (100540.570000 sec): 3 clusters
  Score: Raw -500532.976974 + Penalty 2736.650151 = -497796.326823
  nChanged 65
		SP:Iteration 21Q (100540.810000 sec): 3 clusters
  Score: Raw -500584.656763 + Penalty 2736.650151 = -497848.006613
  nChanged 52
		SP:Iteration 22Q (100541.000000 sec): 3 clusters
  Score: Raw -500635.030140 + Penalty 2736.650151 = -497898.379989
  nChanged 59
		SP:Iteration 23Q (100541.250000 sec): 3 clusters
  Score: Raw -500689.019561 + Penalty 2736.650151 = -497952.369410
  nChanged 40
		SP:Iteration 24Q (100541.410000 sec): 3 clusters
  Score: Raw -500721.088040 + Penalty 2736.650151 = -497984.437889
  nChanged 33
		SP:Iteration 25Q (100541.580000 sec): 3 clusters
  Score: Raw -500750.334674 + Penalty 2736.650151 = -498013.684524
  nChanged 25
		SP:Iteration 26Q (100541.790000 sec): 3 clusters
  Score: Raw -500774.107502 + Penalty 2736.650151 = -498037.457352
  nChanged 23
		SP:Iteration 27Q (100541.980000 sec): 3 clusters
  Score: Raw -500795.781353 + Penalty 2736.650151 = -498059.131202
  nChanged 19
		SP:Iteration 28Q (100542.180000 sec): 3 clusters
  Score: Raw -500813.345119 + Penalty 2736.650151 = -498076.694968
  nChanged 16
		SP:Iteration 29Q (100542.390000 sec): 3 clusters
  Score: Raw -500829.997850 + Penalty 2736.650151 = -498093.347699
  nChanged 14
		SP:Iteration 30Q (100542.570000 sec): 3 clusters
  Score: Raw -500844.347864 + Penalty 2736.650151 = -498107.697714
  nChanged 12
		SP:Iteration 31Q (100542.770000 sec): 3 clusters
  Score: Raw -500856.525211 + Penalty 2736.650151 = -498119.875060
  nChanged 4
		SP:Iteration 32Q (100542.970000 sec): 3 clusters
  Score: Raw -500861.593604 + Penalty 2736.650151 = -498124.943453
  nChanged 5
		SP:Iteration 33Q (100543.140000 sec): 3 clusters
  Score: Raw -500865.607977 + Penalty 2736.650151 = -498128.957827
  nChanged 2
		SP:Iteration 34Q (100543.290000 sec): 3 clusters
  Score: Raw -500867.557965 + Penalty 2736.650151 = -498130.907814
  nChanged 2
		SP:Iteration 35Q (100543.530000 sec): 3 clusters
  Score: Raw -500868.975191 + Penalty 2736.650151 = -498132.325041
  nChanged 2
		SP:Iteration 36Q (100543.730000 sec): 3 clusters
  Score: Raw -500870.498472 + Penalty 2736.650151 = -498133.848322
  nChanged 2
		SP:Iteration 37Q (100543.900000 sec): 3 clusters
  Score: Raw -500871.540250 + Penalty 2736.650151 = -498134.890100
  nChanged 0
		SP:Iteration 38F (100544.130000 sec): 3 clusters
  Score: Raw -500871.540250 + Penalty 2736.650151 = -498134.890100
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (4022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100544.220000 sec): 2 clusters
  Score: Raw -441121.152021 + Penalty 1348.674368 = -439772.477653
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100544.520000 sec): 3 clusters
  Score: Raw -439060.683492 + Penalty 2697.348735 = -436363.334756
  nChanged 1636
		SP:Iteration 1F (100544.710000 sec): 3 clusters
  Score: Raw -439962.218695 + Penalty 2697.348735 = -437264.869959
  nChanged 287
		SP:Iteration 2F (100544.910000 sec): 3 clusters
  Score: Raw -440118.846800 + Penalty 2697.348735 = -437421.498064
  nChanged 199
		SP:Iteration 3Q (100545.150000 sec): 3 clusters
  Score: Raw -440217.524038 + Penalty 2697.348735 = -437520.175303
  nChanged 144
		SP:Iteration 4Q (100545.420000 sec): 3 clusters
  Score: Raw -440285.334797 + Penalty 2697.348735 = -437587.986061
  nChanged 113
		SP:Iteration 5Q (100545.610000 sec): 3 clusters
  Score: Raw -440342.060830 + Penalty 2697.348735 = -437644.712094
  nChanged 105
		SP:Iteration 6Q (100545.770000 sec): 3 clusters
  Score: Raw -440390.205414 + Penalty 2697.348735 = -437692.856678
  nChanged 90
		SP:Iteration 7Q (100545.940000 sec): 3 clusters
  Score: Raw -440433.162587 + Penalty 2697.348735 = -437735.813851
  nChanged 93
		SP:Iteration 8Q (100546.120000 sec): 3 clusters
  Score: Raw -440477.036619 + Penalty 2697.348735 = -437779.687883
  nChanged 74
		SP:Iteration 9Q (100546.320000 sec): 3 clusters
  Score: Raw -440512.638879 + Penalty 2697.348735 = -437815.290144
  nChanged 86
		SP:Iteration 10Q (100546.530000 sec): 3 clusters
  Score: Raw -440558.732586 + Penalty 2697.348735 = -437861.383851
  nChanged 92
		SP:Iteration 11Q (100546.750000 sec): 3 clusters
  Score: Raw -440602.416557 + Penalty 2697.348735 = -437905.067822
  nChanged 78
		SP:Iteration 12Q (100546.910000 sec): 3 clusters
  Score: Raw -440641.765725 + Penalty 2697.348735 = -437944.416990
  nChanged 82
		SP:Iteration 13Q (100547.120000 sec): 3 clusters
  Score: Raw -440690.625591 + Penalty 2697.348735 = -437993.276855
  nChanged 78
		SP:Iteration 14Q (100547.340000 sec): 3 clusters
  Score: Raw -440737.272553 + Penalty 2697.348735 = -438039.923818
  nChanged 76
		SP:Iteration 15Q (100547.530000 sec): 3 clusters
  Score: Raw -440783.572484 + Penalty 2697.348735 = -438086.223748
  nChanged 84
		SP:Iteration 16Q (100547.710000 sec): 3 clusters
  Score: Raw -440839.166536 + Penalty 2697.348735 = -438141.817800
  nChanged 80
		SP:Iteration 17Q (100547.900000 sec): 3 clusters
  Score: Raw -440897.732579 + Penalty 2697.348735 = -438200.383844
  nChanged 74
		SP:Iteration 18Q (100548.140000 sec): 3 clusters
  Score: Raw -440954.051505 + Penalty 2697.348735 = -438256.702770
  nChanged 79
		SP:Iteration 19Q (100548.320000 sec): 3 clusters
  Score: Raw -441017.628406 + Penalty 2697.348735 = -438320.279671
  nChanged 61
		SP:Iteration 20F (100548.510000 sec): 3 clusters
  Score: Raw -441062.374564 + Penalty 2697.348735 = -438365.025828
  nChanged 48
		SP:Iteration 21Q (100548.690000 sec): 3 clusters
  Score: Raw -441093.502759 + Penalty 2697.348735 = -438396.154023
  nChanged 41
		SP:Iteration 22Q (100548.880000 sec): 3 clusters
  Score: Raw -441121.075835 + Penalty 2697.348735 = -438423.727100
  nChanged 30
		SP:Iteration 23Q (100549.050000 sec): 3 clusters
  Score: Raw -441146.925282 + Penalty 2697.348735 = -438449.576546
  nChanged 36
		SP:Iteration 24Q (100549.200000 sec): 3 clusters
  Score: Raw -441178.163838 + Penalty 2697.348735 = -438480.815102
  nChanged 26
		SP:Iteration 25Q (100549.390000 sec): 3 clusters
  Score: Raw -441197.598811 + Penalty 2697.348735 = -438500.250075
  nChanged 23
		SP:Iteration 26Q (100549.610000 sec): 3 clusters
  Score: Raw -441219.432608 + Penalty 2697.348735 = -438522.083873
  nChanged 23
		SP:Iteration 27Q (100549.790000 sec): 3 clusters
  Score: Raw -441242.843066 + Penalty 2697.348735 = -438545.494331
  nChanged 17
		SP:Iteration 28Q (100549.980000 sec): 3 clusters
  Score: Raw -441258.080719 + Penalty 2697.348735 = -438560.731984
  nChanged 14
		SP:Iteration 29Q (100550.190000 sec): 3 clusters
  Score: Raw -441267.967751 + Penalty 2697.348735 = -438570.619015
  nChanged 9
		SP:Iteration 30Q (100550.390000 sec): 3 clusters
  Score: Raw -441275.667076 + Penalty 2697.348735 = -438578.318340
  nChanged 11
		SP:Iteration 31Q (100550.590000 sec): 3 clusters
  Score: Raw -441285.957431 + Penalty 2697.348735 = -438588.608695
  nChanged 9
		SP:Iteration 32Q (100550.810000 sec): 3 clusters
  Score: Raw -441295.021949 + Penalty 2697.348735 = -438597.673214
  nChanged 11
		SP:Iteration 33Q (100551.070000 sec): 3 clusters
  Score: Raw -441311.365214 + Penalty 2697.348735 = -438614.016479
  nChanged 9
		SP:Iteration 34Q (100551.220000 sec): 3 clusters
  Score: Raw -441325.263917 + Penalty 2697.348735 = -438627.915182
  nChanged 9
		SP:Iteration 35Q (100551.440000 sec): 3 clusters
  Score: Raw -441335.070898 + Penalty 2697.348735 = -438637.722163
  nChanged 5
		SP:Iteration 36Q (100551.620000 sec): 3 clusters
  Score: Raw -441338.325599 + Penalty 2697.348735 = -438640.976864
  nChanged 2
		SP:Iteration 37Q (100551.830000 sec): 3 clusters
  Score: Raw -441339.885567 + Penalty 2697.348735 = -438642.536832
  nChanged 1
		SP:Iteration 38Q (100552.020000 sec): 3 clusters
  Score: Raw -441340.476994 + Penalty 2697.348735 = -438643.128259
  nChanged 0
		SP:Iteration 39F (100552.190000 sec): 3 clusters
  Score: Raw -441340.476994 + Penalty 2697.348735 = -438643.128259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (76519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100552.650000 sec): 2 clusters
  Score: Raw -7953312.259966 + Penalty 1827.360333 = -7951484.899634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100553.190000 sec): 3 clusters
  Score: Raw -7903977.390591 + Penalty 3654.720665 = -7900322.669925
  nChanged 36440
		SP:Iteration 1F (100553.680000 sec): 3 clusters
  Score: Raw -7925153.297489 + Penalty 3654.720665 = -7921498.576823
  nChanged 3090
		SP:Iteration 2Q (100554.240000 sec): 3 clusters
  Score: Raw -7926194.389006 + Penalty 3654.720665 = -7922539.668340
  nChanged 3350
		SP:Iteration 3Q (100554.790000 sec): 3 clusters
  Score: Raw -7927505.060909 + Penalty 3654.720665 = -7923850.340243
  nChanged 3630
		SP:Iteration 4Q (100555.360000 sec): 3 clusters
  Score: Raw -7929132.566880 + Penalty 3654.720665 = -7925477.846215
  nChanged 4021
		SP:Iteration 5F (100555.910000 sec): 3 clusters
  Score: Raw -7931304.787675 + Penalty 3654.720665 = -7927650.067009
  nChanged 4410
		SP:Iteration 6F (100556.540000 sec): 3 clusters
  Score: Raw -7934173.918936 + Penalty 3654.720665 = -7930519.198270
  nChanged 4708
		SP:Iteration 7F (100557.160000 sec): 3 clusters
  Score: Raw -7937658.438416 + Penalty 3654.720665 = -7934003.717750
  nChanged 4557
		SP:Iteration 8F (100557.770000 sec): 3 clusters
  Score: Raw -7941267.024109 + Penalty 3654.720665 = -7937612.303443
  nChanged 3935
		SP:Iteration 9F (100558.360000 sec): 3 clusters
  Score: Raw -7944421.209413 + Penalty 3654.720665 = -7940766.488748
  nChanged 3234
		SP:Iteration 10Q (100558.940000 sec): 3 clusters
  Score: Raw -7946914.168993 + Penalty 3654.720665 = -7943259.448327
  nChanged 2478
		SP:Iteration 11Q (100559.470000 sec): 3 clusters
  Score: Raw -7948732.237776 + Penalty 3654.720665 = -7945077.517111
  nChanged 1959
		SP:Iteration 12Q (100559.940000 sec): 3 clusters
  Score: Raw -7950111.967681 + Penalty 3654.720665 = -7946457.247016
  nChanged 1501
		SP:Iteration 13Q (100560.430000 sec): 3 clusters
  Score: Raw -7951162.380415 + Penalty 3654.720665 = -7947507.659750
  nChanged 1147
		SP:Iteration 14Q (100560.950000 sec): 3 clusters
  Score: Raw -7951927.843394 + Penalty 3654.720665 = -7948273.122729
  nChanged 875
		SP:Iteration 15Q (100561.430000 sec): 3 clusters
  Score: Raw -7952494.135224 + Penalty 3654.720665 = -7948839.414559
  nChanged 587
		SP:Iteration 16Q (100561.930000 sec): 3 clusters
  Score: Raw -7952857.892769 + Penalty 3654.720665 = -7949203.172103
  nChanged 372
		SP:Iteration 17Q (100562.410000 sec): 3 clusters
  Score: Raw -7953068.692545 + Penalty 3654.720665 = -7949413.971880
  nChanged 235
		SP:Iteration 18Q (100562.850000 sec): 3 clusters
  Score: Raw -7953197.832563 + Penalty 3654.720665 = -7949543.111897
  nChanged 158
		SP:Iteration 19Q (100563.320000 sec): 3 clusters
  Score: Raw -7953284.968342 + Penalty 3654.720665 = -7949630.247677
  nChanged 102
		SP:Iteration 20F (100563.880000 sec): 3 clusters
  Score: Raw -7953339.470473 + Penalty 3654.720665 = -7949684.749808
  nChanged 82
		SP:Iteration 21Q (100564.310000 sec): 3 clusters
  Score: Raw -7953382.087690 + Penalty 3654.720665 = -7949727.367025
  nChanged 58
		SP:Iteration 22Q (100564.800000 sec): 3 clusters
  Score: Raw -7953418.537481 + Penalty 3654.720665 = -7949763.816815
  nChanged 49
		SP:Iteration 23Q (100565.260000 sec): 3 clusters
  Score: Raw -7953450.357936 + Penalty 3654.720665 = -7949795.637271
  nChanged 41
		SP:Iteration 24Q (100565.780000 sec): 3 clusters
  Score: Raw -7953473.263751 + Penalty 3654.720665 = -7949818.543085
  nChanged 30
		SP:Iteration 25Q (100566.240000 sec): 3 clusters
  Score: Raw -7953489.739182 + Penalty 3654.720665 = -7949835.018516
  nChanged 19
		SP:Iteration 26Q (100566.760000 sec): 3 clusters
  Score: Raw -7953501.276137 + Penalty 3654.720665 = -7949846.555472
  nChanged 19
		SP:Iteration 27Q (100567.260000 sec): 3 clusters
  Score: Raw -7953514.449176 + Penalty 3654.720665 = -7949859.728510
  nChanged 10
		SP:Iteration 28Q (100567.760000 sec): 3 clusters
  Score: Raw -7953519.761586 + Penalty 3654.720665 = -7949865.040921
  nChanged 9
		SP:Iteration 29Q (100568.260000 sec): 3 clusters
  Score: Raw -7953524.129983 + Penalty 3654.720665 = -7949869.409318
  nChanged 8
		SP:Iteration 30Q (100568.760000 sec): 3 clusters
  Score: Raw -7953529.421499 + Penalty 3654.720665 = -7949874.700833
  nChanged 4
		SP:Iteration 31Q (100569.260000 sec): 3 clusters
  Score: Raw -7953532.058341 + Penalty 3654.720665 = -7949877.337676
  nChanged 7
		SP:Iteration 32Q (100569.770000 sec): 3 clusters
  Score: Raw -7953537.128106 + Penalty 3654.720665 = -7949882.407440
  nChanged 7
		SP:Iteration 33Q (100570.300000 sec): 3 clusters
  Score: Raw -7953540.805096 + Penalty 3654.720665 = -7949886.084431
  nChanged 5
		SP:Iteration 34Q (100570.760000 sec): 3 clusters
  Score: Raw -7953544.342470 + Penalty 3654.720665 = -7949889.621805
  nChanged 2
		SP:Iteration 35Q (100571.260000 sec): 3 clusters
  Score: Raw -7953545.720993 + Penalty 3654.720665 = -7949891.000328
  nChanged 1
		SP:Iteration 36Q (100571.740000 sec): 3 clusters
  Score: Raw -7953546.080952 + Penalty 3654.720665 = -7949891.360286
  nChanged 1
		SP:Iteration 37Q (100572.240000 sec): 3 clusters
  Score: Raw -7953548.275339 + Penalty 3654.720665 = -7949893.554674
  nChanged 6
		SP:Iteration 38Q (100572.740000 sec): 3 clusters
  Score: Raw -7953553.132312 + Penalty 3654.720665 = -7949898.411646
  nChanged 8
		SP:Iteration 39Q (100573.260000 sec): 3 clusters
  Score: Raw -7953557.141460 + Penalty 3654.720665 = -7949902.420795
  nChanged 5
		SP:Iteration 40F (100573.790000 sec): 3 clusters
  Score: Raw -7953558.633761 + Penalty 3654.720665 = -7949903.913095
  nChanged 4
		SP:Iteration 41Q (100574.290000 sec): 3 clusters
  Score: Raw -7953560.260825 + Penalty 3654.720665 = -7949905.540160
  nChanged 1
		SP:Iteration 42Q (100574.800000 sec): 3 clusters
  Score: Raw -7953561.300356 + Penalty 3654.720665 = -7949906.579690
  nChanged 3
		SP:Iteration 43Q (100575.240000 sec): 3 clusters
  Score: Raw -7953563.257929 + Penalty 3654.720665 = -7949908.537264
  nChanged 1
		SP:Iteration 44Q (100575.710000 sec): 3 clusters
  Score: Raw -7953563.759579 + Penalty 3654.720665 = -7949909.038913
  nChanged 1
		SP:Iteration 45Q (100576.180000 sec): 3 clusters
  Score: Raw -7953563.976038 + Penalty 3654.720665 = -7949909.255373
  nChanged 0
		SP:Iteration 46F (100576.680000 sec): 3 clusters
  Score: Raw -7953563.976038 + Penalty 3654.720665 = -7949909.255373
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100576.810000 sec): 2 clusters
  Score: Raw -18361.788267 + Penalty 874.980448 = -17486.807819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100577.040000 sec): 3 clusters
  Score: Raw -18493.323167 + Penalty 1749.960895 = -16743.362271
  nChanged 31
		SP:Iteration 1F (100577.280000 sec): 3 clusters
  Score: Raw -18600.324038 + Penalty 1749.960895 = -16850.363143
  nChanged 19
		SP:Iteration 2F (100577.480000 sec): 3 clusters
  Score: Raw -18685.241545 + Penalty 1749.960895 = -16935.280650
  nChanged 7
		SP:Iteration 3Q (100577.650000 sec): 3 clusters
  Score: Raw -18716.506569 + Penalty 1749.960895 = -16966.545674
  nChanged 4
		SP:Iteration 4Q (100577.800000 sec): 3 clusters
  Score: Raw -18726.217722 + Penalty 1749.960895 = -16976.256827
  nChanged 1
		SP:Iteration 5Q (100577.990000 sec): 3 clusters
  Score: Raw -18729.331167 + Penalty 1749.960895 = -16979.370271
  nChanged 0
		SP:Iteration 6F (100578.170000 sec): 3 clusters
  Score: Raw -18729.331167 + Penalty 1749.960895 = -16979.370271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100578.320000 sec): 2 clusters
  Score: Raw -863685.815837 + Penalty 1466.147036 = -862219.668800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100578.520000 sec): 3 clusters
  Score: Raw -859054.128426 + Penalty 2932.294073 = -856121.834353
  nChanged 3524
		SP:Iteration 1F (100578.740000 sec): 3 clusters
  Score: Raw -860875.793277 + Penalty 2932.294073 = -857943.499204
  nChanged 516
		SP:Iteration 2F (100578.990000 sec): 3 clusters
  Score: Raw -861103.815067 + Penalty 2932.294073 = -858171.520994
  nChanged 429
		SP:Iteration 3F (100579.200000 sec): 3 clusters
  Score: Raw -861294.556944 + Penalty 2932.294073 = -858362.262871
  nChanged 363
		SP:Iteration 4Q (100579.460000 sec): 3 clusters
  Score: Raw -861471.819795 + Penalty 2932.294073 = -858539.525722
  nChanged 388
		SP:Iteration 5Q (100579.760000 sec): 3 clusters
  Score: Raw -861667.875184 + Penalty 2932.294073 = -858735.581112
  nChanged 345
		SP:Iteration 6Q (100580.000000 sec): 3 clusters
  Score: Raw -861838.390501 + Penalty 2932.294073 = -858906.096428
  nChanged 338
		SP:Iteration 7Q (100580.320000 sec): 3 clusters
  Score: Raw -862020.584121 + Penalty 2932.294073 = -859088.290048
  nChanged 362
		SP:Iteration 8Q (100580.580000 sec): 3 clusters
  Score: Raw -862242.458795 + Penalty 2932.294073 = -859310.164722
  nChanged 371
		SP:Iteration 9Q (100580.850000 sec): 3 clusters
  Score: Raw -862503.842618 + Penalty 2932.294073 = -859571.548546
  nChanged 397
		SP:Iteration 10Q (100581.040000 sec): 3 clusters
  Score: Raw -862807.907405 + Penalty 2932.294073 = -859875.613332
  nChanged 376
		SP:Iteration 11Q (100581.260000 sec): 3 clusters
  Score: Raw -863095.249184 + Penalty 2932.294073 = -860162.955111
  nChanged 303
		SP:Iteration 12Q (100581.500000 sec): 3 clusters
  Score: Raw -863323.375828 + Penalty 2932.294073 = -860391.081755
  nChanged 228
		SP:Iteration 13Q (100581.730000 sec): 3 clusters
  Score: Raw -863493.491629 + Penalty 2932.294073 = -860561.197557
  nChanged 175
		SP:Iteration 14Q (100581.970000 sec): 3 clusters
  Score: Raw -863626.478932 + Penalty 2932.294073 = -860694.184859
  nChanged 121
		SP:Iteration 15Q (100582.200000 sec): 3 clusters
  Score: Raw -863708.931752 + Penalty 2932.294073 = -860776.637679
  nChanged 77
		SP:Iteration 16Q (100582.480000 sec): 3 clusters
  Score: Raw -863762.278625 + Penalty 2932.294073 = -860829.984552
  nChanged 55
		SP:Iteration 17Q (100582.760000 sec): 3 clusters
  Score: Raw -863804.593732 + Penalty 2932.294073 = -860872.299659
  nChanged 44
		SP:Iteration 18Q (100582.930000 sec): 3 clusters
  Score: Raw -863835.290258 + Penalty 2932.294073 = -860902.996186
  nChanged 35
		SP:Iteration 19Q (100583.150000 sec): 3 clusters
  Score: Raw -863862.812474 + Penalty 2932.294073 = -860930.518401
  nChanged 26
		SP:Iteration 20F (100583.340000 sec): 3 clusters
  Score: Raw -863890.307381 + Penalty 2932.294073 = -860958.013308
  nChanged 28
		SP:Iteration 21Q (100583.550000 sec): 3 clusters
  Score: Raw -863915.579767 + Penalty 2932.294073 = -860983.285695
  nChanged 19
		SP:Iteration 22Q (100583.770000 sec): 3 clusters
  Score: Raw -863930.826956 + Penalty 2932.294073 = -860998.532884
  nChanged 12
		SP:Iteration 23Q (100583.980000 sec): 3 clusters
  Score: Raw -863941.568714 + Penalty 2932.294073 = -861009.274642
  nChanged 12
		SP:Iteration 24Q (100584.150000 sec): 3 clusters
  Score: Raw -863950.220258 + Penalty 2932.294073 = -861017.926186
  nChanged 8
		SP:Iteration 25Q (100584.380000 sec): 3 clusters
  Score: Raw -863958.093827 + Penalty 2932.294073 = -861025.799754
  nChanged 6
		SP:Iteration 26Q (100584.520000 sec): 3 clusters
  Score: Raw -863961.674315 + Penalty 2932.294073 = -861029.380243
  nChanged 4
		SP:Iteration 27Q (100584.750000 sec): 3 clusters
  Score: Raw -863964.382170 + Penalty 2932.294073 = -861032.088097
  nChanged 3
		SP:Iteration 28Q (100585.000000 sec): 3 clusters
  Score: Raw -863965.544224 + Penalty 2932.294073 = -861033.250151
  nChanged 1
		SP:Iteration 29Q (100585.200000 sec): 3 clusters
  Score: Raw -863967.097419 + Penalty 2932.294073 = -861034.803347
  nChanged 0
		SP:Iteration 30F (100585.420000 sec): 3 clusters
  Score: Raw -863967.097419 + Penalty 2932.294073 = -861034.803347
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100585.890000 sec): 2 clusters
  Score: Raw -7747318.923033 + Penalty 1825.074138 = -7745493.848895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100586.360000 sec): 3 clusters
  Score: Raw -7698383.480506 + Penalty 3650.148276 = -7694733.332230
  nChanged 36155
		SP:Iteration 1F (100586.860000 sec): 3 clusters
  Score: Raw -7719413.918164 + Penalty 3650.148276 = -7715763.769888
  nChanged 2597
		SP:Iteration 2Q (100587.410000 sec): 3 clusters
  Score: Raw -7720078.366838 + Penalty 3650.148276 = -7716428.218562
  nChanged 2734
		SP:Iteration 3Q (100587.930000 sec): 3 clusters
  Score: Raw -7720875.921571 + Penalty 3650.148276 = -7717225.773296
  nChanged 3092
		SP:Iteration 4Q (100588.450000 sec): 3 clusters
  Score: Raw -7721865.536478 + Penalty 3650.148276 = -7718215.388203
  nChanged 3419
		SP:Iteration 5Q (100589.000000 sec): 3 clusters
  Score: Raw -7723157.115500 + Penalty 3650.148276 = -7719506.967224
  nChanged 3759
		SP:Iteration 6Q (100589.580000 sec): 3 clusters
  Score: Raw -7724854.298669 + Penalty 3650.148276 = -7721204.150393
  nChanged 4007
		SP:Iteration 7F (100590.080000 sec): 3 clusters
  Score: Raw -7727020.935609 + Penalty 3650.148276 = -7723370.787334
  nChanged 4372
		SP:Iteration 8F (100590.640000 sec): 3 clusters
  Score: Raw -7729780.848527 + Penalty 3650.148276 = -7726130.700251
  nChanged 4502
		SP:Iteration 9F (100591.150000 sec): 3 clusters
  Score: Raw -7733076.485681 + Penalty 3650.148276 = -7729426.337405
  nChanged 4257
		SP:Iteration 10F (100591.660000 sec): 3 clusters
  Score: Raw -7736574.101137 + Penalty 3650.148276 = -7732923.952861
  nChanged 3670
		SP:Iteration 11Q (100592.220000 sec): 3 clusters
  Score: Raw -7739608.767118 + Penalty 3650.148276 = -7735958.618842
  nChanged 2845
		SP:Iteration 12Q (100592.730000 sec): 3 clusters
  Score: Raw -7741961.780083 + Penalty 3650.148276 = -7738311.631807
  nChanged 2197
		SP:Iteration 13Q (100593.240000 sec): 3 clusters
  Score: Raw -7743759.142822 + Penalty 3650.148276 = -7740108.994547
  nChanged 1588
		SP:Iteration 14Q (100593.760000 sec): 3 clusters
  Score: Raw -7745009.442593 + Penalty 3650.148276 = -7741359.294317
  nChanged 1210
		SP:Iteration 15Q (100594.220000 sec): 3 clusters
  Score: Raw -7745967.591956 + Penalty 3650.148276 = -7742317.443680
  nChanged 933
		SP:Iteration 16Q (100594.670000 sec): 3 clusters
  Score: Raw -7746686.818036 + Penalty 3650.148276 = -7743036.669760
  nChanged 693
		SP:Iteration 17Q (100595.050000 sec): 3 clusters
  Score: Raw -7747199.157669 + Penalty 3650.148276 = -7743549.009393
  nChanged 479
		SP:Iteration 18Q (100595.390000 sec): 3 clusters
  Score: Raw -7747563.622776 + Penalty 3650.148276 = -7743913.474500
  nChanged 319
		SP:Iteration 19Q (100595.850000 sec): 3 clusters
  Score: Raw -7747821.138098 + Penalty 3650.148276 = -7744170.989822
  nChanged 242
		SP:Iteration 20F (100596.400000 sec): 3 clusters
  Score: Raw -7748044.675076 + Penalty 3650.148276 = -7744394.526801
  nChanged 177
		SP:Iteration 21Q (100596.910000 sec): 3 clusters
  Score: Raw -7748207.909909 + Penalty 3650.148276 = -7744557.761633
  nChanged 146
		SP:Iteration 22Q (100597.430000 sec): 3 clusters
  Score: Raw -7748339.095082 + Penalty 3650.148276 = -7744688.946806
  nChanged 131
		SP:Iteration 23Q (100597.930000 sec): 3 clusters
  Score: Raw -7748441.802203 + Penalty 3650.148276 = -7744791.653928
  nChanged 112
		SP:Iteration 24Q (100598.420000 sec): 3 clusters
  Score: Raw -7748505.780347 + Penalty 3650.148276 = -7744855.632072
  nChanged 88
		SP:Iteration 25Q (100598.880000 sec): 3 clusters
  Score: Raw -7748540.929816 + Penalty 3650.148276 = -7744890.781540
  nChanged 52
		SP:Iteration 26Q (100599.330000 sec): 3 clusters
  Score: Raw -7748556.750691 + Penalty 3650.148276 = -7744906.602416
  nChanged 40
		SP:Iteration 27Q (100599.810000 sec): 3 clusters
  Score: Raw -7748571.112798 + Penalty 3650.148276 = -7744920.964522
  nChanged 28
		SP:Iteration 28Q (100600.280000 sec): 3 clusters
  Score: Raw -7748576.989380 + Penalty 3650.148276 = -7744926.841105
  nChanged 21
		SP:Iteration 29Q (100600.830000 sec): 3 clusters
  Score: Raw -7748582.187356 + Penalty 3650.148276 = -7744932.039080
  nChanged 14
		SP:Iteration 30Q (100601.360000 sec): 3 clusters
  Score: Raw -7748584.616654 + Penalty 3650.148276 = -7744934.468378
  nChanged 12
		SP:Iteration 31Q (100601.870000 sec): 3 clusters
  Score: Raw -7748587.317801 + Penalty 3650.148276 = -7744937.169525
  nChanged 8
		SP:Iteration 32Q (100602.410000 sec): 3 clusters
  Score: Raw -7748588.873718 + Penalty 3650.148276 = -7744938.725442
  nChanged 8
		SP:Iteration 33Q (100602.890000 sec): 3 clusters
  Score: Raw -7748590.452782 + Penalty 3650.148276 = -7744940.304506
  nChanged 5
		SP:Iteration 34Q (100603.390000 sec): 3 clusters
  Score: Raw -7748591.276055 + Penalty 3650.148276 = -7744941.127779
  nChanged 3
		SP:Iteration 35Q (100603.850000 sec): 3 clusters
  Score: Raw -7748591.891865 + Penalty 3650.148276 = -7744941.743589
  nChanged 0
		SP:Iteration 36F (100604.430000 sec): 3 clusters
  Score: Raw -7748591.891865 + Penalty 3650.148276 = -7744941.743589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100604.590000 sec): 2 clusters
  Score: Raw -1518868.396981 + Penalty 1558.853755 = -1517309.543226
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100604.900000 sec): 3 clusters
  Score: Raw -1510201.591263 + Penalty 3117.707510 = -1507083.883752
  nChanged 6504
		SP:Iteration 1F (100605.130000 sec): 3 clusters
  Score: Raw -1513837.791387 + Penalty 3117.707510 = -1510720.083877
  nChanged 855
		SP:Iteration 2F (100605.430000 sec): 3 clusters
  Score: Raw -1514193.883258 + Penalty 3117.707510 = -1511076.175748
  nChanged 758
		SP:Iteration 3F (100605.680000 sec): 3 clusters
  Score: Raw -1514537.195216 + Penalty 3117.707510 = -1511419.487705
  nChanged 732
		SP:Iteration 4Q (100605.940000 sec): 3 clusters
  Score: Raw -1514883.632136 + Penalty 3117.707510 = -1511765.924626
  nChanged 689
		SP:Iteration 5Q (100606.220000 sec): 3 clusters
  Score: Raw -1515221.003682 + Penalty 3117.707510 = -1512103.296172
  nChanged 662
		SP:Iteration 6Q (100606.460000 sec): 3 clusters
  Score: Raw -1515561.697597 + Penalty 3117.707510 = -1512443.990086
  nChanged 641
		SP:Iteration 7Q (100606.770000 sec): 3 clusters
  Score: Raw -1515882.931744 + Penalty 3117.707510 = -1512765.224234
  nChanged 593
		SP:Iteration 8Q (100607.060000 sec): 3 clusters
  Score: Raw -1516179.511948 + Penalty 3117.707510 = -1513061.804437
  nChanged 542
		SP:Iteration 9Q (100607.320000 sec): 3 clusters
  Score: Raw -1516470.598520 + Penalty 3117.707510 = -1513352.891010
  nChanged 510
		SP:Iteration 10Q (100607.610000 sec): 3 clusters
  Score: Raw -1516719.024896 + Penalty 3117.707510 = -1513601.317385
  nChanged 483
		SP:Iteration 11Q (100607.890000 sec): 3 clusters
  Score: Raw -1516951.630947 + Penalty 3117.707510 = -1513833.923436
  nChanged 425
		SP:Iteration 12Q (100608.110000 sec): 3 clusters
  Score: Raw -1517159.333646 + Penalty 3117.707510 = -1514041.626135
  nChanged 444
		SP:Iteration 13Q (100608.380000 sec): 3 clusters
  Score: Raw -1517373.373762 + Penalty 3117.707510 = -1514255.666252
  nChanged 418
		SP:Iteration 14Q (100608.620000 sec): 3 clusters
  Score: Raw -1517567.299414 + Penalty 3117.707510 = -1514449.591903
  nChanged 377
		SP:Iteration 15Q (100608.890000 sec): 3 clusters
  Score: Raw -1517747.964276 + Penalty 3117.707510 = -1514630.256765
  nChanged 355
		SP:Iteration 16Q (100609.160000 sec): 3 clusters
  Score: Raw -1517913.417827 + Penalty 3117.707510 = -1514795.710316
  nChanged 344
		SP:Iteration 17Q (100609.410000 sec): 3 clusters
  Score: Raw -1518094.655181 + Penalty 3117.707510 = -1514976.947671
  nChanged 335
		SP:Iteration 18Q (100609.600000 sec): 3 clusters
  Score: Raw -1518285.363445 + Penalty 3117.707510 = -1515167.655934
  nChanged 289
		SP:Iteration 19Q (100609.910000 sec): 3 clusters
  Score: Raw -1518450.745425 + Penalty 3117.707510 = -1515333.037915
  nChanged 263
		SP:Iteration 20F (100610.150000 sec): 3 clusters
  Score: Raw -1518609.153042 + Penalty 3117.707510 = -1515491.445532
  nChanged 229
		SP:Iteration 21Q (100610.390000 sec): 3 clusters
  Score: Raw -1518768.074124 + Penalty 3117.707510 = -1515650.366614
  nChanged 197
		SP:Iteration 22Q (100610.610000 sec): 3 clusters
  Score: Raw -1518911.186817 + Penalty 3117.707510 = -1515793.479307
  nChanged 141
		SP:Iteration 23Q (100610.910000 sec): 3 clusters
  Score: Raw -1519004.818901 + Penalty 3117.707510 = -1515887.111391
  nChanged 103
		SP:Iteration 24Q (100611.150000 sec): 3 clusters
  Score: Raw -1519068.260339 + Penalty 3117.707510 = -1515950.552829
  nChanged 77
		SP:Iteration 25Q (100611.410000 sec): 3 clusters
  Score: Raw -1519109.549620 + Penalty 3117.707510 = -1515991.842110
  nChanged 52
		SP:Iteration 26Q (100611.660000 sec): 3 clusters
  Score: Raw -1519131.858753 + Penalty 3117.707510 = -1516014.151242
  nChanged 34
		SP:Iteration 27Q (100611.990000 sec): 3 clusters
  Score: Raw -1519146.354890 + Penalty 3117.707510 = -1516028.647380
  nChanged 30
		SP:Iteration 28Q (100612.230000 sec): 3 clusters
  Score: Raw -1519160.712395 + Penalty 3117.707510 = -1516043.004884
  nChanged 29
		SP:Iteration 29Q (100612.550000 sec): 3 clusters
  Score: Raw -1519172.310404 + Penalty 3117.707510 = -1516054.602893
  nChanged 25
		SP:Iteration 30Q (100612.780000 sec): 3 clusters
  Score: Raw -1519183.277149 + Penalty 3117.707510 = -1516065.569639
  nChanged 20
		SP:Iteration 31Q (100613.050000 sec): 3 clusters
  Score: Raw -1519193.192719 + Penalty 3117.707510 = -1516075.485208
  nChanged 21
		SP:Iteration 32Q (100613.400000 sec): 3 clusters
  Score: Raw -1519201.657670 + Penalty 3117.707510 = -1516083.950159
  nChanged 20
		SP:Iteration 33Q (100613.660000 sec): 3 clusters
  Score: Raw -1519212.985665 + Penalty 3117.707510 = -1516095.278155
  nChanged 24
		SP:Iteration 34Q (100613.920000 sec): 3 clusters
  Score: Raw -1519226.983336 + Penalty 3117.707510 = -1516109.275825
  nChanged 17
		SP:Iteration 35Q (100614.190000 sec): 3 clusters
  Score: Raw -1519235.116640 + Penalty 3117.707510 = -1516117.409129
  nChanged 16
		SP:Iteration 36Q (100614.480000 sec): 3 clusters
  Score: Raw -1519242.381720 + Penalty 3117.707510 = -1516124.674209
  nChanged 11
		SP:Iteration 37Q (100614.680000 sec): 3 clusters
  Score: Raw -1519249.947598 + Penalty 3117.707510 = -1516132.240088
  nChanged 11
		SP:Iteration 38Q (100614.910000 sec): 3 clusters
  Score: Raw -1519255.275216 + Penalty 3117.707510 = -1516137.567706
  nChanged 4
		SP:Iteration 39Q (100615.200000 sec): 3 clusters
  Score: Raw -1519257.716610 + Penalty 3117.707510 = -1516140.009100
  nChanged 8
		SP:Iteration 40F (100615.490000 sec): 3 clusters
  Score: Raw -1519261.278149 + Penalty 3117.707510 = -1516143.570639
  nChanged 10
		SP:Iteration 41Q (100615.710000 sec): 3 clusters
  Score: Raw -1519264.627101 + Penalty 3117.707510 = -1516146.919590
  nChanged 11
		SP:Iteration 42Q (100615.970000 sec): 3 clusters
  Score: Raw -1519270.630363 + Penalty 3117.707510 = -1516152.922852
  nChanged 10
		SP:Iteration 43Q (100616.190000 sec): 3 clusters
  Score: Raw -1519275.973485 + Penalty 3117.707510 = -1516158.265975
  nChanged 8
		SP:Iteration 44Q (100616.440000 sec): 3 clusters
  Score: Raw -1519280.278730 + Penalty 3117.707510 = -1516162.571220
  nChanged 4
		SP:Iteration 45Q (100616.630000 sec): 3 clusters
  Score: Raw -1519282.843610 + Penalty 3117.707510 = -1516165.136099
  nChanged 5
		SP:Iteration 46Q (100616.880000 sec): 3 clusters
  Score: Raw -1519284.364824 + Penalty 3117.707510 = -1516166.657314
  nChanged 3
		SP:Iteration 47Q (100617.160000 sec): 3 clusters
  Score: Raw -1519286.823545 + Penalty 3117.707510 = -1516169.116035
  nChanged 11
		SP:Iteration 48Q (100617.450000 sec): 3 clusters
  Score: Raw -1519291.651833 + Penalty 3117.707510 = -1516173.944323
  nChanged 6
		SP:Iteration 49Q (100617.690000 sec): 3 clusters
  Score: Raw -1519295.187420 + Penalty 3117.707510 = -1516177.479909
  nChanged 7
		SP:Iteration 50Q (100617.910000 sec): 3 clusters
  Score: Raw -1519299.725382 + Penalty 3117.707510 = -1516182.017871
  nChanged 8
		SP:Iteration 51Q (100618.140000 sec): 3 clusters
  Score: Raw -1519305.490219 + Penalty 3117.707510 = -1516187.782709
  nChanged 11
		SP:Iteration 52Q (100618.420000 sec): 3 clusters
  Score: Raw -1519314.763657 + Penalty 3117.707510 = -1516197.056147
  nChanged 10
		SP:Iteration 53Q (100618.660000 sec): 3 clusters
  Score: Raw -1519319.783980 + Penalty 3117.707510 = -1516202.076469
  nChanged 10
		SP:Iteration 54Q (100618.900000 sec): 3 clusters
  Score: Raw -1519326.079009 + Penalty 3117.707510 = -1516208.371498
  nChanged 7
		SP:Iteration 55Q (100619.110000 sec): 3 clusters
  Score: Raw -1519329.696049 + Penalty 3117.707510 = -1516211.988539
  nChanged 8
		SP:Iteration 56Q (100619.380000 sec): 3 clusters
  Score: Raw -1519333.104998 + Penalty 3117.707510 = -1516215.397487
  nChanged 4
		SP:Iteration 57Q (100619.680000 sec): 3 clusters
  Score: Raw -1519336.150498 + Penalty 3117.707510 = -1516218.442987
  nChanged 3
		SP:Iteration 58Q (100619.940000 sec): 3 clusters
  Score: Raw -1519336.909759 + Penalty 3117.707510 = -1516219.202249
  nChanged 2
		SP:Iteration 59Q (100620.200000 sec): 3 clusters
  Score: Raw -1519337.789305 + Penalty 3117.707510 = -1516220.081794
  nChanged 2
		SP:Iteration 60F (100620.420000 sec): 3 clusters
  Score: Raw -1519341.020500 + Penalty 3117.707510 = -1516223.312989
  nChanged 2
		SP:Iteration 61Q (100620.700000 sec): 3 clusters
  Score: Raw -1519342.227952 + Penalty 3117.707510 = -1516224.520442
  nChanged 1
		SP:Iteration 62Q (100620.900000 sec): 3 clusters
  Score: Raw -1519342.833155 + Penalty 3117.707510 = -1516225.125644
  nChanged 0
		SP:Iteration 63F (100621.240000 sec): 3 clusters
  Score: Raw -1519342.833155 + Penalty 3117.707510 = -1516225.125644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100621.490000 sec): 2 clusters
  Score: Raw -3552019.009261 + Penalty 1706.690147 = -3550312.319114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100621.870000 sec): 3 clusters
  Score: Raw -3529309.315678 + Penalty 3413.380293 = -3525895.935384
  nChanged 16891
		SP:Iteration 1F (100622.250000 sec): 3 clusters
  Score: Raw -3539103.188078 + Penalty 3413.380293 = -3535689.807784
  nChanged 1842
		SP:Iteration 2F (100622.600000 sec): 3 clusters
  Score: Raw -3539842.237434 + Penalty 3413.380293 = -3536428.857141
  nChanged 1867
		SP:Iteration 3F (100622.990000 sec): 3 clusters
  Score: Raw -3540620.637809 + Penalty 3413.380293 = -3537207.257516
  nChanged 1846
		SP:Iteration 4F (100623.390000 sec): 3 clusters
  Score: Raw -3541479.135901 + Penalty 3413.380293 = -3538065.755608
  nChanged 1937
		SP:Iteration 5F (100623.830000 sec): 3 clusters
  Score: Raw -3542442.770202 + Penalty 3413.380293 = -3539029.389909
  nChanged 1934
		SP:Iteration 6F (100624.200000 sec): 3 clusters
  Score: Raw -3543414.039454 + Penalty 3413.380293 = -3540000.659161
  nChanged 1866
		SP:Iteration 7F (100624.590000 sec): 3 clusters
  Score: Raw -3544372.948850 + Penalty 3413.380293 = -3540959.568557
  nChanged 1694
		SP:Iteration 8Q (100625.000000 sec): 3 clusters
  Score: Raw -3545235.034334 + Penalty 3413.380293 = -3541821.654041
  nChanged 1541
		SP:Iteration 9Q (100625.420000 sec): 3 clusters
  Score: Raw -3545960.126911 + Penalty 3413.380293 = -3542546.746617
  nChanged 1307
		SP:Iteration 10Q (100625.810000 sec): 3 clusters
  Score: Raw -3546528.764304 + Penalty 3413.380293 = -3543115.384010
  nChanged 1062
		SP:Iteration 11Q (100626.170000 sec): 3 clusters
  Score: Raw -3546912.572285 + Penalty 3413.380293 = -3543499.191992
  nChanged 837
		SP:Iteration 12Q (100626.560000 sec): 3 clusters
  Score: Raw -3547169.008244 + Penalty 3413.380293 = -3543755.627951
  nChanged 642
		SP:Iteration 13Q (100626.980000 sec): 3 clusters
  Score: Raw -3547329.529131 + Penalty 3413.380293 = -3543916.148837
  nChanged 542
		SP:Iteration 14Q (100627.360000 sec): 3 clusters
  Score: Raw -3547449.366122 + Penalty 3413.380293 = -3544035.985829
  nChanged 434
		SP:Iteration 15Q (100627.700000 sec): 3 clusters
  Score: Raw -3547548.235261 + Penalty 3413.380293 = -3544134.854968
  nChanged 410
		SP:Iteration 16Q (100628.100000 sec): 3 clusters
  Score: Raw -3547655.651801 + Penalty 3413.380293 = -3544242.271508
  nChanged 432
		SP:Iteration 17Q (100628.490000 sec): 3 clusters
  Score: Raw -3547756.069387 + Penalty 3413.380293 = -3544342.689094
  nChanged 404
		SP:Iteration 18Q (100628.920000 sec): 3 clusters
  Score: Raw -3547845.149678 + Penalty 3413.380293 = -3544431.769385
  nChanged 361
		SP:Iteration 19Q (100629.380000 sec): 3 clusters
  Score: Raw -3547918.815144 + Penalty 3413.380293 = -3544505.434851
  nChanged 367
		SP:Iteration 20F (100629.730000 sec): 3 clusters
  Score: Raw -3547985.460871 + Penalty 3413.380293 = -3544572.080578
  nChanged 328
		SP:Iteration 21Q (100630.090000 sec): 3 clusters
  Score: Raw -3548041.216689 + Penalty 3413.380293 = -3544627.836396
  nChanged 285
		SP:Iteration 22Q (100630.540000 sec): 3 clusters
  Score: Raw -3548092.604428 + Penalty 3413.380293 = -3544679.224135
  nChanged 294
		SP:Iteration 23Q (100630.890000 sec): 3 clusters
  Score: Raw -3548150.793723 + Penalty 3413.380293 = -3544737.413430
  nChanged 327
		SP:Iteration 24Q (100631.260000 sec): 3 clusters
  Score: Raw -3548221.091813 + Penalty 3413.380293 = -3544807.711519
  nChanged 331
		SP:Iteration 25Q (100631.660000 sec): 3 clusters
  Score: Raw -3548291.465779 + Penalty 3413.380293 = -3544878.085485
  nChanged 329
		SP:Iteration 26Q (100631.980000 sec): 3 clusters
  Score: Raw -3548361.122213 + Penalty 3413.380293 = -3544947.741919
  nChanged 346
		SP:Iteration 27Q (100632.400000 sec): 3 clusters
  Score: Raw -3548436.873638 + Penalty 3413.380293 = -3545023.493344
  nChanged 360
		SP:Iteration 28Q (100632.760000 sec): 3 clusters
  Score: Raw -3548526.093650 + Penalty 3413.380293 = -3545112.713356
  nChanged 379
		SP:Iteration 29Q (100633.200000 sec): 3 clusters
  Score: Raw -3548614.113300 + Penalty 3413.380293 = -3545200.733007
  nChanged 384
		SP:Iteration 30Q (100633.580000 sec): 3 clusters
  Score: Raw -3548706.337945 + Penalty 3413.380293 = -3545292.957652
  nChanged 366
		SP:Iteration 31Q (100633.950000 sec): 3 clusters
  Score: Raw -3548800.823344 + Penalty 3413.380293 = -3545387.443051
  nChanged 396
		SP:Iteration 32Q (100634.370000 sec): 3 clusters
  Score: Raw -3548911.340418 + Penalty 3413.380293 = -3545497.960124
  nChanged 389
		SP:Iteration 33Q (100634.740000 sec): 3 clusters
  Score: Raw -3549017.623233 + Penalty 3413.380293 = -3545604.242940
  nChanged 392
		SP:Iteration 34Q (100635.140000 sec): 3 clusters
  Score: Raw -3549128.531341 + Penalty 3413.380293 = -3545715.151048
  nChanged 387
		SP:Iteration 35Q (100635.460000 sec): 3 clusters
  Score: Raw -3549241.537047 + Penalty 3413.380293 = -3545828.156754
  nChanged 409
		SP:Iteration 36Q (100635.840000 sec): 3 clusters
  Score: Raw -3549364.941638 + Penalty 3413.380293 = -3545951.561345
  nChanged 408
		SP:Iteration 37Q (100636.230000 sec): 3 clusters
  Score: Raw -3549497.961599 + Penalty 3413.380293 = -3546084.581306
  nChanged 419
		SP:Iteration 38Q (100636.550000 sec): 3 clusters
  Score: Raw -3549633.394348 + Penalty 3413.380293 = -3546220.014054
  nChanged 404
		SP:Iteration 39Q (100636.960000 sec): 3 clusters
  Score: Raw -3549756.922706 + Penalty 3413.380293 = -3546343.542412
  nChanged 362
		SP:Iteration 40F (100637.330000 sec): 3 clusters
  Score: Raw -3549865.293566 + Penalty 3413.380293 = -3546451.913272
  nChanged 358
		SP:Iteration 41Q (100637.720000 sec): 3 clusters
  Score: Raw -3549967.468198 + Penalty 3413.380293 = -3546554.087904
  nChanged 361
		SP:Iteration 42Q (100638.060000 sec): 3 clusters
  Score: Raw -3550060.626896 + Penalty 3413.380293 = -3546647.246603
  nChanged 323
		SP:Iteration 43Q (100638.420000 sec): 3 clusters
  Score: Raw -3550136.643236 + Penalty 3413.380293 = -3546723.262942
  nChanged 275
		SP:Iteration 44Q (100638.740000 sec): 3 clusters
  Score: Raw -3550197.898184 + Penalty 3413.380293 = -3546784.517890
  nChanged 265
		SP:Iteration 45Q (100639.120000 sec): 3 clusters
  Score: Raw -3550244.745511 + Penalty 3413.380293 = -3546831.365218
  nChanged 198
		SP:Iteration 46Q (100639.480000 sec): 3 clusters
  Score: Raw -3550276.470221 + Penalty 3413.380293 = -3546863.089928
  nChanged 182
		SP:Iteration 47Q (100639.860000 sec): 3 clusters
  Score: Raw -3550305.048953 + Penalty 3413.380293 = -3546891.668659
  nChanged 174
		SP:Iteration 48Q (100640.180000 sec): 3 clusters
  Score: Raw -3550329.332523 + Penalty 3413.380293 = -3546915.952229
  nChanged 155
		SP:Iteration 49Q (100640.570000 sec): 3 clusters
  Score: Raw -3550350.684748 + Penalty 3413.380293 = -3546937.304455
  nChanged 137
		SP:Iteration 50Q (100640.980000 sec): 3 clusters
  Score: Raw -3550367.890236 + Penalty 3413.380293 = -3546954.509943
  nChanged 144
		SP:Iteration 51Q (100641.330000 sec): 3 clusters
  Score: Raw -3550388.202808 + Penalty 3413.380293 = -3546974.822515
  nChanged 163
		SP:Iteration 52Q (100641.630000 sec): 3 clusters
  Score: Raw -3550410.605281 + Penalty 3413.380293 = -3546997.224988
  nChanged 154
		SP:Iteration 53Q (100642.020000 sec): 3 clusters
  Score: Raw -3550432.550286 + Penalty 3413.380293 = -3547019.169992
  nChanged 154
		SP:Iteration 54Q (100642.400000 sec): 3 clusters
  Score: Raw -3550453.235816 + Penalty 3413.380293 = -3547039.855522
  nChanged 175
		SP:Iteration 55Q (100642.820000 sec): 3 clusters
  Score: Raw -3550475.952737 + Penalty 3413.380293 = -3547062.572443
  nChanged 161
		SP:Iteration 56Q (100643.230000 sec): 3 clusters
  Score: Raw -3550498.401627 + Penalty 3413.380293 = -3547085.021333
  nChanged 148
		SP:Iteration 57Q (100643.610000 sec): 3 clusters
  Score: Raw -3550521.474373 + Penalty 3413.380293 = -3547108.094079
  nChanged 150
		SP:Iteration 58Q (100643.990000 sec): 3 clusters
  Score: Raw -3550544.490628 + Penalty 3413.380293 = -3547131.110334
  nChanged 164
		SP:Iteration 59Q (100644.360000 sec): 3 clusters
  Score: Raw -3550572.057182 + Penalty 3413.380293 = -3547158.676889
  nChanged 182
		SP:Iteration 60F (100644.680000 sec): 3 clusters
  Score: Raw -3550604.341341 + Penalty 3413.380293 = -3547190.961047
  nChanged 205
		SP:Iteration 61Q (100645.070000 sec): 3 clusters
  Score: Raw -3550637.960958 + Penalty 3413.380293 = -3547224.580665
  nChanged 189
		SP:Iteration 62Q (100645.380000 sec): 3 clusters
  Score: Raw -3550666.783503 + Penalty 3413.380293 = -3547253.403210
  nChanged 165
		SP:Iteration 63Q (100645.760000 sec): 3 clusters
  Score: Raw -3550691.361965 + Penalty 3413.380293 = -3547277.981672
  nChanged 166
		SP:Iteration 64Q (100646.150000 sec): 3 clusters
  Score: Raw -3550714.686284 + Penalty 3413.380293 = -3547301.305991
  nChanged 161
		SP:Iteration 65Q (100646.520000 sec): 3 clusters
  Score: Raw -3550739.824832 + Penalty 3413.380293 = -3547326.444538
  nChanged 188
		SP:Iteration 66Q (100646.950000 sec): 3 clusters
  Score: Raw -3550771.606643 + Penalty 3413.380293 = -3547358.226350
  nChanged 212
		SP:Iteration 67Q (100647.310000 sec): 3 clusters
  Score: Raw -3550807.675597 + Penalty 3413.380293 = -3547394.295303
  nChanged 195
		SP:Iteration 68Q (100647.670000 sec): 3 clusters
  Score: Raw -3550841.879112 + Penalty 3413.380293 = -3547428.498819
  nChanged 205
		SP:Iteration 69Q (100648.040000 sec): 3 clusters
  Score: Raw -3550876.762821 + Penalty 3413.380293 = -3547463.382528
  nChanged 180
		SP:Iteration 70Q (100648.390000 sec): 3 clusters
  Score: Raw -3550904.564149 + Penalty 3413.380293 = -3547491.183856
  nChanged 177
		SP:Iteration 71Q (100648.770000 sec): 3 clusters
  Score: Raw -3550933.326570 + Penalty 3413.380293 = -3547519.946277
  nChanged 187
		SP:Iteration 72Q (100649.090000 sec): 3 clusters
  Score: Raw -3550964.777082 + Penalty 3413.380293 = -3547551.396789
  nChanged 176
		SP:Iteration 73Q (100649.440000 sec): 3 clusters
  Score: Raw -3550992.362733 + Penalty 3413.380293 = -3547578.982439
  nChanged 171
		SP:Iteration 74Q (100649.790000 sec): 3 clusters
  Score: Raw -3551021.106107 + Penalty 3413.380293 = -3547607.725814
  nChanged 191
		SP:Iteration 75Q (100650.150000 sec): 3 clusters
  Score: Raw -3551056.947501 + Penalty 3413.380293 = -3547643.567207
  nChanged 217
		SP:Iteration 76Q (100650.460000 sec): 3 clusters
  Score: Raw -3551095.780789 + Penalty 3413.380293 = -3547682.400496
  nChanged 196
		SP:Iteration 77Q (100650.820000 sec): 3 clusters
  Score: Raw -3551132.813894 + Penalty 3413.380293 = -3547719.433601
  nChanged 206
		SP:Iteration 78Q (100651.170000 sec): 3 clusters
  Score: Raw -3551169.836090 + Penalty 3413.380293 = -3547756.455797
  nChanged 179
		SP:Iteration 79Q (100651.540000 sec): 3 clusters
  Score: Raw -3551199.521852 + Penalty 3413.380293 = -3547786.141558
  nChanged 178
		SP:Iteration 80F (100651.970000 sec): 3 clusters
  Score: Raw -3551229.740099 + Penalty 3413.380293 = -3547816.359806
  nChanged 166
		SP:Iteration 81Q (100652.380000 sec): 3 clusters
  Score: Raw -3551258.960826 + Penalty 3413.380293 = -3547845.580532
  nChanged 166
		SP:Iteration 82Q (100652.740000 sec): 3 clusters
  Score: Raw -3551283.149054 + Penalty 3413.380293 = -3547869.768761
  nChanged 154
		SP:Iteration 83Q (100653.090000 sec): 3 clusters
  Score: Raw -3551307.222854 + Penalty 3413.380293 = -3547893.842560
  nChanged 177
		SP:Iteration 84Q (100653.500000 sec): 3 clusters
  Score: Raw -3551337.921555 + Penalty 3413.380293 = -3547924.541262
  nChanged 192
		SP:Iteration 85Q (100653.800000 sec): 3 clusters
  Score: Raw -3551371.880263 + Penalty 3413.380293 = -3547958.499970
  nChanged 207
		SP:Iteration 86Q (100654.150000 sec): 3 clusters
  Score: Raw -3551410.495739 + Penalty 3413.380293 = -3547997.115446
  nChanged 192
		SP:Iteration 87Q (100654.440000 sec): 3 clusters
  Score: Raw -3551447.318934 + Penalty 3413.380293 = -3548033.938641
  nChanged 199
		SP:Iteration 88Q (100654.760000 sec): 3 clusters
  Score: Raw -3551487.144094 + Penalty 3413.380293 = -3548073.763801
  nChanged 210
		SP:Iteration 89Q (100655.120000 sec): 3 clusters
  Score: Raw -3551532.893932 + Penalty 3413.380293 = -3548119.513639
  nChanged 215
		SP:Iteration 90Q (100655.470000 sec): 3 clusters
  Score: Raw -3551575.678665 + Penalty 3413.380293 = -3548162.298371
  nChanged 217
		SP:Iteration 91Q (100655.770000 sec): 3 clusters
  Score: Raw -3551620.773645 + Penalty 3413.380293 = -3548207.393352
  nChanged 215
		SP:Iteration 92Q (100656.140000 sec): 3 clusters
  Score: Raw -3551662.664294 + Penalty 3413.380293 = -3548249.284001
  nChanged 208
		SP:Iteration 93Q (100656.510000 sec): 3 clusters
  Score: Raw -3551705.139842 + Penalty 3413.380293 = -3548291.759548
  nChanged 182
		SP:Iteration 94Q (100656.880000 sec): 3 clusters
  Score: Raw -3551739.316589 + Penalty 3413.380293 = -3548325.936295
  nChanged 180
		SP:Iteration 95Q (100657.230000 sec): 3 clusters
  Score: Raw -3551772.586959 + Penalty 3413.380293 = -3548359.206666
  nChanged 152
		SP:Iteration 96Q (100657.590000 sec): 3 clusters
  Score: Raw -3551799.140733 + Penalty 3413.380293 = -3548385.760439
  nChanged 159
		SP:Iteration 97Q (100657.950000 sec): 3 clusters
  Score: Raw -3551828.221650 + Penalty 3413.380293 = -3548414.841357
  nChanged 167
		SP:Iteration 98Q (100658.310000 sec): 3 clusters
  Score: Raw -3551858.477505 + Penalty 3413.380293 = -3548445.097212
  nChanged 181
		SP:Iteration 99Q (100658.680000 sec): 3 clusters
  Score: Raw -3551895.056617 + Penalty 3413.380293 = -3548481.676324
  nChanged 188
		SP:Iteration 100F (100659.050000 sec): 3 clusters
  Score: Raw -3551934.675631 + Penalty 3413.380293 = -3548521.295338
  nChanged 187
		SP:Iteration 101Q (100659.430000 sec): 3 clusters
  Score: Raw -3551979.858163 + Penalty 3413.380293 = -3548566.477870
  nChanged 201
		SP:Iteration 102Q (100659.770000 sec): 3 clusters
  Score: Raw -3552028.900118 + Penalty 3413.380293 = -3548615.519824
  nChanged 167
		SP:Iteration 103Q (100660.080000 sec): 3 clusters
  Score: Raw -3552066.910879 + Penalty 3413.380293 = -3548653.530585
  nChanged 176
		SP:Iteration 104Q (100660.410000 sec): 3 clusters
  Score: Raw -3552103.033456 + Penalty 3413.380293 = -3548689.653162
  nChanged 158
		SP:Iteration 105Q (100660.770000 sec): 3 clusters
  Score: Raw -3552137.319243 + Penalty 3413.380293 = -3548723.938949
  nChanged 171
		SP:Iteration 106Q (100661.050000 sec): 3 clusters
  Score: Raw -3552178.050919 + Penalty 3413.380293 = -3548764.670625
  nChanged 172
		SP:Iteration 107Q (100661.410000 sec): 3 clusters
  Score: Raw -3552226.797329 + Penalty 3413.380293 = -3548813.417036
  nChanged 159
		SP:Iteration 108Q (100661.800000 sec): 3 clusters
  Score: Raw -3552271.310174 + Penalty 3413.380293 = -3548857.929881
  nChanged 147
		SP:Iteration 109Q (100662.150000 sec): 3 clusters
  Score: Raw -3552313.897937 + Penalty 3413.380293 = -3548900.517644
  nChanged 161
		SP:Iteration 110Q (100662.460000 sec): 3 clusters
  Score: Raw -3552355.766726 + Penalty 3413.380293 = -3548942.386432
  nChanged 135
		SP:Iteration 111Q (100662.790000 sec): 3 clusters
  Score: Raw -3552389.415708 + Penalty 3413.380293 = -3548976.035415
  nChanged 140
		SP:Iteration 112Q (100663.130000 sec): 3 clusters
  Score: Raw -3552428.739987 + Penalty 3413.380293 = -3549015.359694
  nChanged 127
		SP:Iteration 113Q (100663.480000 sec): 3 clusters
  Score: Raw -3552459.950424 + Penalty 3413.380293 = -3549046.570130
  nChanged 104
		SP:Iteration 114Q (100663.850000 sec): 3 clusters
  Score: Raw -3552481.738232 + Penalty 3413.380293 = -3549068.357939
  nChanged 99
		SP:Iteration 115Q (100664.130000 sec): 3 clusters
  Score: Raw -3552504.246206 + Penalty 3413.380293 = -3549090.865913
  nChanged 94
		SP:Iteration 116Q (100664.470000 sec): 3 clusters
  Score: Raw -3552527.907743 + Penalty 3413.380293 = -3549114.527450
  nChanged 101
		SP:Iteration 117Q (100664.820000 sec): 3 clusters
  Score: Raw -3552551.256741 + Penalty 3413.380293 = -3549137.876447
  nChanged 80
		SP:Iteration 118Q (100665.170000 sec): 3 clusters
  Score: Raw -3552568.009620 + Penalty 3413.380293 = -3549154.629327
  nChanged 74
		SP:Iteration 119Q (100665.550000 sec): 3 clusters
  Score: Raw -3552583.646912 + Penalty 3413.380293 = -3549170.266618
  nChanged 68
		SP:Iteration 120F (100665.900000 sec): 3 clusters
  Score: Raw -3552599.784148 + Penalty 3413.380293 = -3549186.403855
  nChanged 59
		SP:Iteration 121Q (100666.270000 sec): 3 clusters
  Score: Raw -3552612.557809 + Penalty 3413.380293 = -3549199.177515
  nChanged 50
		SP:Iteration 122Q (100666.620000 sec): 3 clusters
  Score: Raw -3552622.413134 + Penalty 3413.380293 = -3549209.032840
  nChanged 55
		SP:Iteration 123Q (100666.960000 sec): 3 clusters
  Score: Raw -3552633.796036 + Penalty 3413.380293 = -3549220.415743
  nChanged 42
		SP:Iteration 124Q (100667.290000 sec): 3 clusters
  Score: Raw -3552639.712533 + Penalty 3413.380293 = -3549226.332240
  nChanged 29
		SP:Iteration 125Q (100667.610000 sec): 3 clusters
  Score: Raw -3552643.655933 + Penalty 3413.380293 = -3549230.275640
  nChanged 20
		SP:Iteration 126Q (100667.960000 sec): 3 clusters
  Score: Raw -3552646.768804 + Penalty 3413.380293 = -3549233.388511
  nChanged 20
		SP:Iteration 127Q (100668.280000 sec): 3 clusters
  Score: Raw -3552649.909233 + Penalty 3413.380293 = -3549236.528940
  nChanged 20
		SP:Iteration 128Q (100668.620000 sec): 3 clusters
  Score: Raw -3552653.065574 + Penalty 3413.380293 = -3549239.685280
  nChanged 16
		SP:Iteration 129Q (100668.930000 sec): 3 clusters
  Score: Raw -3552656.029306 + Penalty 3413.380293 = -3549242.649012
  nChanged 24
		SP:Iteration 130Q (100669.290000 sec): 3 clusters
  Score: Raw -3552659.889654 + Penalty 3413.380293 = -3549246.509360
  nChanged 18
		SP:Iteration 131Q (100669.650000 sec): 3 clusters
  Score: Raw -3552662.706671 + Penalty 3413.380293 = -3549249.326378
  nChanged 18
		SP:Iteration 132Q (100669.990000 sec): 3 clusters
  Score: Raw -3552665.719741 + Penalty 3413.380293 = -3549252.339447
  nChanged 14
		SP:Iteration 133Q (100670.330000 sec): 3 clusters
  Score: Raw -3552667.599705 + Penalty 3413.380293 = -3549254.219412
  nChanged 11
		SP:Iteration 134Q (100670.660000 sec): 3 clusters
  Score: Raw -3552669.549260 + Penalty 3413.380293 = -3549256.168966
  nChanged 14
		SP:Iteration 135Q (100671.090000 sec): 3 clusters
  Score: Raw -3552671.707467 + Penalty 3413.380293 = -3549258.327174
  nChanged 7
		SP:Iteration 136Q (100671.450000 sec): 3 clusters
  Score: Raw -3552672.593590 + Penalty 3413.380293 = -3549259.213297
  nChanged 8
		SP:Iteration 137Q (100671.870000 sec): 3 clusters
  Score: Raw -3552673.788603 + Penalty 3413.380293 = -3549260.408310
  nChanged 12
		SP:Iteration 138Q (100672.220000 sec): 3 clusters
  Score: Raw -3552675.236409 + Penalty 3413.380293 = -3549261.856116
  nChanged 8
		SP:Iteration 139Q (100672.570000 sec): 3 clusters
  Score: Raw -3552676.258796 + Penalty 3413.380293 = -3549262.878502
  nChanged 9
		SP:Iteration 140F (100672.900000 sec): 3 clusters
  Score: Raw -3552677.702169 + Penalty 3413.380293 = -3549264.321876
  nChanged 7
		SP:Iteration 141Q (100673.270000 sec): 3 clusters
  Score: Raw -3552679.006608 + Penalty 3413.380293 = -3549265.626315
  nChanged 17
		SP:Iteration 142Q (100673.580000 sec): 3 clusters
  Score: Raw -3552681.674298 + Penalty 3413.380293 = -3549268.294005
  nChanged 16
		SP:Iteration 143Q (100673.980000 sec): 3 clusters
  Score: Raw -3552683.885639 + Penalty 3413.380293 = -3549270.505346
  nChanged 18
		SP:Iteration 144Q (100674.330000 sec): 3 clusters
  Score: Raw -3552686.534733 + Penalty 3413.380293 = -3549273.154440
  nChanged 21
		SP:Iteration 145Q (100674.670000 sec): 3 clusters
  Score: Raw -3552689.757506 + Penalty 3413.380293 = -3549276.377212
  nChanged 17
		SP:Iteration 146Q (100675.020000 sec): 3 clusters
  Score: Raw -3552692.317797 + Penalty 3413.380293 = -3549278.937503
  nChanged 13
		SP:Iteration 147Q (100675.410000 sec): 3 clusters
  Score: Raw -3552694.739836 + Penalty 3413.380293 = -3549281.359542
  nChanged 16
		SP:Iteration 148Q (100675.790000 sec): 3 clusters
  Score: Raw -3552697.558004 + Penalty 3413.380293 = -3549284.177711
  nChanged 15
		SP:Iteration 149Q (100676.130000 sec): 3 clusters
  Score: Raw -3552700.520125 + Penalty 3413.380293 = -3549287.139832
  nChanged 22
		SP:Iteration 150Q (100676.500000 sec): 3 clusters
  Score: Raw -3552704.973195 + Penalty 3413.380293 = -3549291.592901
  nChanged 22
		SP:Iteration 151Q (100676.850000 sec): 3 clusters
  Score: Raw -3552708.087951 + Penalty 3413.380293 = -3549294.707657
  nChanged 12
		SP:Iteration 152Q (100677.230000 sec): 3 clusters
  Score: Raw -3552710.015268 + Penalty 3413.380293 = -3549296.634975
  nChanged 14
		SP:Iteration 153Q (100677.540000 sec): 3 clusters
  Score: Raw -3552711.968547 + Penalty 3413.380293 = -3549298.588253
  nChanged 12
		SP:Iteration 154Q (100677.950000 sec): 3 clusters
  Score: Raw -3552713.843396 + Penalty 3413.380293 = -3549300.463102
  nChanged 8
		SP:Iteration 155Q (100678.280000 sec): 3 clusters
  Score: Raw -3552715.133782 + Penalty 3413.380293 = -3549301.753488
  nChanged 7
		SP:Iteration 156Q (100678.670000 sec): 3 clusters
  Score: Raw -3552716.071477 + Penalty 3413.380293 = -3549302.691184
  nChanged 9
		SP:Iteration 157Q (100679.000000 sec): 3 clusters
  Score: Raw -3552717.388811 + Penalty 3413.380293 = -3549304.008517
  nChanged 8
		SP:Iteration 158Q (100679.350000 sec): 3 clusters
  Score: Raw -3552718.510916 + Penalty 3413.380293 = -3549305.130623
  nChanged 4
		SP:Iteration 159Q (100679.660000 sec): 3 clusters
  Score: Raw -3552719.289412 + Penalty 3413.380293 = -3549305.909118
  nChanged 7
		SP:Iteration 160F (100680.000000 sec): 3 clusters
  Score: Raw -3552720.362340 + Penalty 3413.380293 = -3549306.982046
  nChanged 6
		SP:Iteration 161Q (100680.380000 sec): 3 clusters
  Score: Raw -3552721.170766 + Penalty 3413.380293 = -3549307.790473
  nChanged 3
		SP:Iteration 162Q (100680.720000 sec): 3 clusters
  Score: Raw -3552721.542338 + Penalty 3413.380293 = -3549308.162044
  nChanged 3
		SP:Iteration 163Q (100681.040000 sec): 3 clusters
  Score: Raw -3552722.026136 + Penalty 3413.380293 = -3549308.645843
  nChanged 5
		SP:Iteration 164Q (100681.430000 sec): 3 clusters
  Score: Raw -3552722.710955 + Penalty 3413.380293 = -3549309.330662
  nChanged 3
		SP:Iteration 165Q (100681.790000 sec): 3 clusters
  Score: Raw -3552723.128720 + Penalty 3413.380293 = -3549309.748426
  nChanged 1
		SP:Iteration 166Q (100682.160000 sec): 3 clusters
  Score: Raw -3552723.246445 + Penalty 3413.380293 = -3549309.866152
  nChanged 1
		SP:Iteration 167Q (100682.560000 sec): 3 clusters
  Score: Raw -3552723.544870 + Penalty 3413.380293 = -3549310.164577
  nChanged 4
		SP:Iteration 168Q (100682.870000 sec): 3 clusters
  Score: Raw -3552724.278538 + Penalty 3413.380293 = -3549310.898245
  nChanged 3
		SP:Iteration 169Q (100683.260000 sec): 3 clusters
  Score: Raw -3552724.874869 + Penalty 3413.380293 = -3549311.494576
  nChanged 5
		SP:Iteration 170Q (100683.570000 sec): 3 clusters
  Score: Raw -3552725.595415 + Penalty 3413.380293 = -3549312.215121
  nChanged 6
		SP:Iteration 171Q (100683.950000 sec): 3 clusters
  Score: Raw -3552726.500298 + Penalty 3413.380293 = -3549313.120004
  nChanged 8
		SP:Iteration 172Q (100684.340000 sec): 3 clusters
  Score: Raw -3552727.719167 + Penalty 3413.380293 = -3549314.338874
  nChanged 6
		SP:Iteration 173Q (100684.670000 sec): 3 clusters
  Score: Raw -3552728.729469 + Penalty 3413.380293 = -3549315.349176
  nChanged 6
		SP:Iteration 174Q (100684.990000 sec): 3 clusters
  Score: Raw -3552729.562539 + Penalty 3413.380293 = -3549316.182246
  nChanged 4
		SP:Iteration 175Q (100685.320000 sec): 3 clusters
  Score: Raw -3552730.121619 + Penalty 3413.380293 = -3549316.741325
  nChanged 4
		SP:Iteration 176Q (100685.650000 sec): 3 clusters
  Score: Raw -3552730.628384 + Penalty 3413.380293 = -3549317.248091
  nChanged 4
		SP:Iteration 177Q (100685.950000 sec): 3 clusters
  Score: Raw -3552731.211877 + Penalty 3413.380293 = -3549317.831583
  nChanged 5
		SP:Iteration 178Q (100686.280000 sec): 3 clusters
  Score: Raw -3552732.075199 + Penalty 3413.380293 = -3549318.694906
  nChanged 6
		SP:Iteration 179Q (100686.610000 sec): 3 clusters
  Score: Raw -3552732.970789 + Penalty 3413.380293 = -3549319.590495
  nChanged 7
		SP:Iteration 180F (100686.970000 sec): 3 clusters
  Score: Raw -3552734.031818 + Penalty 3413.380293 = -3549320.651525
  nChanged 1
		SP:Iteration 181Q (100687.290000 sec): 3 clusters
  Score: Raw -3552734.314239 + Penalty 3413.380293 = -3549320.933945
  nChanged 2
		SP:Iteration 182Q (100687.580000 sec): 3 clusters
  Score: Raw -3552734.592313 + Penalty 3413.380293 = -3549321.212020
  nChanged 5
		SP:Iteration 183Q (100687.920000 sec): 3 clusters
  Score: Raw -3552735.434614 + Penalty 3413.380293 = -3549322.054320
  nChanged 7
		SP:Iteration 184Q (100688.230000 sec): 3 clusters
  Score: Raw -3552736.601743 + Penalty 3413.380293 = -3549323.221450
  nChanged 6
		SP:Iteration 185Q (100688.610000 sec): 3 clusters
  Score: Raw -3552737.609839 + Penalty 3413.380293 = -3549324.229546
  nChanged 2
		SP:Iteration 186Q (100688.940000 sec): 3 clusters
  Score: Raw -3552737.844574 + Penalty 3413.380293 = -3549324.464281
  nChanged 4
		SP:Iteration 187Q (100689.260000 sec): 3 clusters
  Score: Raw -3552738.695608 + Penalty 3413.380293 = -3549325.315315
  nChanged 4
		SP:Iteration 188Q (100689.620000 sec): 3 clusters
  Score: Raw -3552739.298423 + Penalty 3413.380293 = -3549325.918130
  nChanged 6
		SP:Iteration 189Q (100690.000000 sec): 3 clusters
  Score: Raw -3552740.195276 + Penalty 3413.380293 = -3549326.814982
  nChanged 7
		SP:Iteration 190Q (100690.270000 sec): 3 clusters
  Score: Raw -3552741.317601 + Penalty 3413.380293 = -3549327.937307
  nChanged 6
		SP:Iteration 191Q (100690.640000 sec): 3 clusters
  Score: Raw -3552742.327090 + Penalty 3413.380293 = -3549328.946797
  nChanged 6
		SP:Iteration 192Q (100690.930000 sec): 3 clusters
  Score: Raw -3552743.159883 + Penalty 3413.380293 = -3549329.779590
  nChanged 6
		SP:Iteration 193Q (100691.240000 sec): 3 clusters
  Score: Raw -3552743.997633 + Penalty 3413.380293 = -3549330.617340
  nChanged 1
		SP:Iteration 194Q (100691.600000 sec): 3 clusters
  Score: Raw -3552744.262274 + Penalty 3413.380293 = -3549330.881981
  nChanged 4
		SP:Iteration 195Q (100691.920000 sec): 3 clusters
  Score: Raw -3552745.159534 + Penalty 3413.380293 = -3549331.779240
  nChanged 4
		SP:Iteration 196Q (100692.280000 sec): 3 clusters
  Score: Raw -3552745.660309 + Penalty 3413.380293 = -3549332.280016
  nChanged 2
		SP:Iteration 197Q (100692.620000 sec): 3 clusters
  Score: Raw -3552745.935593 + Penalty 3413.380293 = -3549332.555299
  nChanged 3
		SP:Iteration 198Q (100692.960000 sec): 3 clusters
  Score: Raw -3552746.327432 + Penalty 3413.380293 = -3549332.947138
  nChanged 4
		SP:Iteration 199Q (100693.280000 sec): 3 clusters
  Score: Raw -3552746.697937 + Penalty 3413.380293 = -3549333.317644
  nChanged 2
		SP:Iteration 200F (100693.650000 sec): 3 clusters
  Score: Raw -3552746.858393 + Penalty 3413.380293 = -3549333.478100
  nChanged 2
		SP:Iteration 201Q (100694.010000 sec): 3 clusters
  Score: Raw -3552747.070311 + Penalty 3413.380293 = -3549333.690017
  nChanged 1
		SP:Iteration 202Q (100694.380000 sec): 3 clusters
  Score: Raw -3552747.110114 + Penalty 3413.380293 = -3549333.729821
  nChanged 0
		SP:Iteration 203F (100694.750000 sec): 3 clusters
  Score: Raw -3552747.110114 + Penalty 3413.380293 = -3549333.729821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100694.830000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100695.030000 sec): 3 clusters
  Score: Raw -49835.441255 + Penalty 2007.831837 = -47827.609418
  nChanged 96
		SP:Iteration 1F (100695.150000 sec): 3 clusters
  Score: Raw -49978.579313 + Penalty 2007.831837 = -47970.747476
  nChanged 26
		SP:Iteration 2F (100695.290000 sec): 3 clusters
  Score: Raw -50016.509659 + Penalty 2007.831837 = -48008.677822
  nChanged 7
		SP:Iteration 3Q (100695.420000 sec): 3 clusters
  Score: Raw -50028.590938 + Penalty 2007.831837 = -48020.759101
  nChanged 7
		SP:Iteration 4Q (100695.570000 sec): 3 clusters
  Score: Raw -50037.731944 + Penalty 2007.831837 = -48029.900107
  nChanged 1
		SP:Iteration 5Q (100695.750000 sec): 3 clusters
  Score: Raw -50038.371081 + Penalty 2007.831837 = -48030.539244
  nChanged 1
		SP:Iteration 6Q (100695.940000 sec): 3 clusters
  Score: Raw -50039.589819 + Penalty 2007.831837 = -48031.757982
  nChanged 0
		SP:Iteration 7F (100696.100000 sec): 3 clusters
  Score: Raw -50039.589819 + Penalty 2007.831837 = -48031.757982
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100696.960000 sec): 2 clusters
  Score: Raw -17799717.986080 + Penalty 1954.806761 = -17797763.179319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100697.900000 sec): 3 clusters
  Score: Raw -17689178.480442 + Penalty 3909.613522 = -17685268.866920
  nChanged 80944
		SP:Iteration 1F (100698.800000 sec): 3 clusters
  Score: Raw -17737056.709771 + Penalty 3909.613522 = -17733147.096249
  nChanged 6068
		SP:Iteration 2Q (100699.760000 sec): 3 clusters
  Score: Raw -17738978.408941 + Penalty 3909.613522 = -17735068.795419
  nChanged 7882
		SP:Iteration 3Q (100700.750000 sec): 3 clusters
  Score: Raw -17742521.052939 + Penalty 3909.613522 = -17738611.439417
  nChanged 10508
		SP:Iteration 4F (100701.750000 sec): 3 clusters
  Score: Raw -17748817.391237 + Penalty 3909.613522 = -17744907.777715
  nChanged 12548
		SP:Iteration 5F (100702.800000 sec): 3 clusters
  Score: Raw -17758122.145458 + Penalty 3909.613522 = -17754212.531936
  nChanged 13021
		SP:Iteration 6F (100703.760000 sec): 3 clusters
  Score: Raw -17769205.911977 + Penalty 3909.613522 = -17765296.298455
  nChanged 11450
		SP:Iteration 7F (100704.730000 sec): 3 clusters
  Score: Raw -17779853.266682 + Penalty 3909.613522 = -17775943.653160
  nChanged 8410
		SP:Iteration 8F (100705.720000 sec): 3 clusters
  Score: Raw -17788211.810858 + Penalty 3909.613522 = -17784302.197336
  nChanged 5304
		SP:Iteration 9Q (100706.650000 sec): 3 clusters
  Score: Raw -17793705.079678 + Penalty 3909.613522 = -17789795.466156
  nChanged 3202
		SP:Iteration 10Q (100707.490000 sec): 3 clusters
  Score: Raw -17796869.687343 + Penalty 3909.613522 = -17792960.073821
  nChanged 2059
		SP:Iteration 11Q (100708.360000 sec): 3 clusters
  Score: Raw -17798614.485881 + Penalty 3909.613522 = -17794704.872359
  nChanged 1489
		SP:Iteration 12Q (100709.300000 sec): 3 clusters
  Score: Raw -17799495.335327 + Penalty 3909.613522 = -17795585.721805
  nChanged 977
		SP:Iteration 13Q (100710.150000 sec): 3 clusters
  Score: Raw -17799949.412155 + Penalty 3909.613522 = -17796039.798634
  nChanged 692
		SP:Iteration 14Q (100710.970000 sec): 3 clusters
  Score: Raw -17800189.827476 + Penalty 3909.613522 = -17796280.213954
  nChanged 518
		SP:Iteration 15Q (100711.780000 sec): 3 clusters
  Score: Raw -17800356.400419 + Penalty 3909.613522 = -17796446.786897
  nChanged 435
		SP:Iteration 16Q (100712.620000 sec): 3 clusters
  Score: Raw -17800472.725784 + Penalty 3909.613522 = -17796563.112262
  nChanged 348
		SP:Iteration 17Q (100713.520000 sec): 3 clusters
  Score: Raw -17800553.889436 + Penalty 3909.613522 = -17796644.275914
  nChanged 291
		SP:Iteration 18Q (100714.310000 sec): 3 clusters
  Score: Raw -17800621.846795 + Penalty 3909.613522 = -17796712.233273
  nChanged 255
		SP:Iteration 19Q (100715.170000 sec): 3 clusters
  Score: Raw -17800676.114328 + Penalty 3909.613522 = -17796766.500806
  nChanged 213
		SP:Iteration 20F (100716.130000 sec): 3 clusters
  Score: Raw -17800719.136416 + Penalty 3909.613522 = -17796809.522894
  nChanged 227
		SP:Iteration 21Q (100717.060000 sec): 3 clusters
  Score: Raw -17800762.959622 + Penalty 3909.613522 = -17796853.346100
  nChanged 192
		SP:Iteration 22Q (100717.910000 sec): 3 clusters
  Score: Raw -17800800.825851 + Penalty 3909.613522 = -17796891.212329
  nChanged 183
		SP:Iteration 23Q (100718.800000 sec): 3 clusters
  Score: Raw -17800836.143060 + Penalty 3909.613522 = -17796926.529538
  nChanged 170
		SP:Iteration 24Q (100719.580000 sec): 3 clusters
  Score: Raw -17800863.582979 + Penalty 3909.613522 = -17796953.969457
  nChanged 142
		SP:Iteration 25Q (100720.460000 sec): 3 clusters
  Score: Raw -17800882.098926 + Penalty 3909.613522 = -17796972.485404
  nChanged 108
		SP:Iteration 26Q (100721.320000 sec): 3 clusters
  Score: Raw -17800895.351603 + Penalty 3909.613522 = -17796985.738082
  nChanged 99
		SP:Iteration 27Q (100722.180000 sec): 3 clusters
  Score: Raw -17800907.430910 + Penalty 3909.613522 = -17796997.817388
  nChanged 72
		SP:Iteration 28Q (100722.990000 sec): 3 clusters
  Score: Raw -17800913.901029 + Penalty 3909.613522 = -17797004.287507
  nChanged 53
		SP:Iteration 29Q (100723.840000 sec): 3 clusters
  Score: Raw -17800919.319657 + Penalty 3909.613522 = -17797009.706135
  nChanged 50
		SP:Iteration 30Q (100724.540000 sec): 3 clusters
  Score: Raw -17800924.057824 + Penalty 3909.613522 = -17797014.444302
  nChanged 58
		SP:Iteration 31Q (100725.410000 sec): 3 clusters
  Score: Raw -17800929.731728 + Penalty 3909.613522 = -17797020.118206
  nChanged 42
		SP:Iteration 32Q (100726.240000 sec): 3 clusters
  Score: Raw -17800933.537123 + Penalty 3909.613522 = -17797023.923601
  nChanged 49
		SP:Iteration 33Q (100727.110000 sec): 3 clusters
  Score: Raw -17800938.045166 + Penalty 3909.613522 = -17797028.431644
  nChanged 37
		SP:Iteration 34Q (100728.040000 sec): 3 clusters
  Score: Raw -17800941.026481 + Penalty 3909.613522 = -17797031.412960
  nChanged 33
		SP:Iteration 35Q (100728.930000 sec): 3 clusters
  Score: Raw -17800943.916829 + Penalty 3909.613522 = -17797034.303307
  nChanged 28
		SP:Iteration 36Q (100729.730000 sec): 3 clusters
  Score: Raw -17800946.275672 + Penalty 3909.613522 = -17797036.662150
  nChanged 21
		SP:Iteration 37Q (100730.510000 sec): 3 clusters
  Score: Raw -17800947.893718 + Penalty 3909.613522 = -17797038.280196
  nChanged 16
		SP:Iteration 38Q (100731.320000 sec): 3 clusters
  Score: Raw -17800949.356363 + Penalty 3909.613522 = -17797039.742841
  nChanged 26
		SP:Iteration 39Q (100732.090000 sec): 3 clusters
  Score: Raw -17800951.520897 + Penalty 3909.613522 = -17797041.907375
  nChanged 30
		SP:Iteration 40F (100733.040000 sec): 3 clusters
  Score: Raw -17800954.824629 + Penalty 3909.613522 = -17797045.211107
  nChanged 35
		SP:Iteration 41Q (100733.820000 sec): 3 clusters
  Score: Raw -17800957.552607 + Penalty 3909.613522 = -17797047.939086
  nChanged 28
		SP:Iteration 42Q (100734.680000 sec): 3 clusters
  Score: Raw -17800959.838419 + Penalty 3909.613522 = -17797050.224897
  nChanged 33
		SP:Iteration 43Q (100735.480000 sec): 3 clusters
  Score: Raw -17800962.615155 + Penalty 3909.613522 = -17797053.001633
  nChanged 35
		SP:Iteration 44Q (100736.190000 sec): 3 clusters
  Score: Raw -17800966.304845 + Penalty 3909.613522 = -17797056.691323
  nChanged 33
		SP:Iteration 45Q (100737.000000 sec): 3 clusters
  Score: Raw -17800969.776802 + Penalty 3909.613522 = -17797060.163280
  nChanged 38
		SP:Iteration 46Q (100737.890000 sec): 3 clusters
  Score: Raw -17800973.473863 + Penalty 3909.613522 = -17797063.860341
  nChanged 36
		SP:Iteration 47Q (100738.780000 sec): 3 clusters
  Score: Raw -17800977.122186 + Penalty 3909.613522 = -17797067.508664
  nChanged 25
		SP:Iteration 48Q (100739.700000 sec): 3 clusters
  Score: Raw -17800979.096109 + Penalty 3909.613522 = -17797069.482587
  nChanged 26
		SP:Iteration 49Q (100740.560000 sec): 3 clusters
  Score: Raw -17800981.254103 + Penalty 3909.613522 = -17797071.640581
  nChanged 26
		SP:Iteration 50Q (100741.330000 sec): 3 clusters
  Score: Raw -17800983.293094 + Penalty 3909.613522 = -17797073.679572
  nChanged 25
		SP:Iteration 51Q (100742.110000 sec): 3 clusters
  Score: Raw -17800985.616811 + Penalty 3909.613522 = -17797076.003289
  nChanged 33
		SP:Iteration 52Q (100743.010000 sec): 3 clusters
  Score: Raw -17800989.167471 + Penalty 3909.613522 = -17797079.553949
  nChanged 26
		SP:Iteration 53Q (100743.970000 sec): 3 clusters
  Score: Raw -17800991.049857 + Penalty 3909.613522 = -17797081.436335
  nChanged 20
		SP:Iteration 54Q (100744.850000 sec): 3 clusters
  Score: Raw -17800992.507662 + Penalty 3909.613522 = -17797082.894140
  nChanged 23
		SP:Iteration 55Q (100745.660000 sec): 3 clusters
  Score: Raw -17800994.293918 + Penalty 3909.613522 = -17797084.680396
  nChanged 19
		SP:Iteration 56Q (100746.510000 sec): 3 clusters
  Score: Raw -17800995.825286 + Penalty 3909.613522 = -17797086.211764
  nChanged 17
		SP:Iteration 57Q (100747.360000 sec): 3 clusters
  Score: Raw -17800997.578666 + Penalty 3909.613522 = -17797087.965145
  nChanged 22
		SP:Iteration 58Q (100748.240000 sec): 3 clusters
  Score: Raw -17801000.465572 + Penalty 3909.613522 = -17797090.852050
  nChanged 27
		SP:Iteration 59Q (100749.080000 sec): 3 clusters
  Score: Raw -17801003.090869 + Penalty 3909.613522 = -17797093.477347
  nChanged 25
		SP:Iteration 60F (100750.020000 sec): 3 clusters
  Score: Raw -17801006.306081 + Penalty 3909.613522 = -17797096.692559
  nChanged 28
		SP:Iteration 61Q (100750.900000 sec): 3 clusters
  Score: Raw -17801008.995820 + Penalty 3909.613522 = -17797099.382298
  nChanged 24
		SP:Iteration 62Q (100751.760000 sec): 3 clusters
  Score: Raw -17801011.520233 + Penalty 3909.613522 = -17797101.906712
  nChanged 28
		SP:Iteration 63Q (100752.620000 sec): 3 clusters
  Score: Raw -17801014.330963 + Penalty 3909.613522 = -17797104.717442
  nChanged 31
		SP:Iteration 64Q (100753.560000 sec): 3 clusters
  Score: Raw -17801017.244100 + Penalty 3909.613522 = -17797107.630579
  nChanged 31
		SP:Iteration 65Q (100754.420000 sec): 3 clusters
  Score: Raw -17801019.881905 + Penalty 3909.613522 = -17797110.268383
  nChanged 37
		SP:Iteration 66Q (100755.290000 sec): 3 clusters
  Score: Raw -17801023.907655 + Penalty 3909.613522 = -17797114.294133
  nChanged 38
		SP:Iteration 67Q (100756.130000 sec): 3 clusters
  Score: Raw -17801027.571697 + Penalty 3909.613522 = -17797117.958175
  nChanged 38
		SP:Iteration 68Q (100757.020000 sec): 3 clusters
  Score: Raw -17801031.482096 + Penalty 3909.613522 = -17797121.868574
  nChanged 28
		SP:Iteration 69Q (100757.860000 sec): 3 clusters
  Score: Raw -17801034.948110 + Penalty 3909.613522 = -17797125.334589
  nChanged 32
		SP:Iteration 70Q (100758.650000 sec): 3 clusters
  Score: Raw -17801038.105106 + Penalty 3909.613522 = -17797128.491584
  nChanged 26
		SP:Iteration 71Q (100759.520000 sec): 3 clusters
  Score: Raw -17801040.515977 + Penalty 3909.613522 = -17797130.902455
  nChanged 27
		SP:Iteration 72Q (100760.430000 sec): 3 clusters
  Score: Raw -17801042.731511 + Penalty 3909.613522 = -17797133.117989
  nChanged 37
		SP:Iteration 73Q (100761.310000 sec): 3 clusters
  Score: Raw -17801045.690372 + Penalty 3909.613522 = -17797136.076851
  nChanged 31
		SP:Iteration 74Q (100762.170000 sec): 3 clusters
  Score: Raw -17801048.244817 + Penalty 3909.613522 = -17797138.631295
  nChanged 30
		SP:Iteration 75Q (100763.080000 sec): 3 clusters
  Score: Raw -17801051.006149 + Penalty 3909.613522 = -17797141.392627
  nChanged 24
		SP:Iteration 76Q (100763.940000 sec): 3 clusters
  Score: Raw -17801053.070204 + Penalty 3909.613522 = -17797143.456682
  nChanged 17
		SP:Iteration 77Q (100764.740000 sec): 3 clusters
  Score: Raw -17801054.480653 + Penalty 3909.613522 = -17797144.867131
  nChanged 16
		SP:Iteration 78Q (100765.640000 sec): 3 clusters
  Score: Raw -17801055.410421 + Penalty 3909.613522 = -17797145.796899
  nChanged 16
		SP:Iteration 79Q (100766.530000 sec): 3 clusters
  Score: Raw -17801056.868064 + Penalty 3909.613522 = -17797147.254542
  nChanged 22
		SP:Iteration 80F (100767.510000 sec): 3 clusters
  Score: Raw -17801059.543101 + Penalty 3909.613522 = -17797149.929580
  nChanged 33
		SP:Iteration 81Q (100768.280000 sec): 3 clusters
  Score: Raw -17801063.368445 + Penalty 3909.613522 = -17797153.754923
  nChanged 30
		SP:Iteration 82Q (100769.110000 sec): 3 clusters
  Score: Raw -17801066.494937 + Penalty 3909.613522 = -17797156.881415
  nChanged 32
		SP:Iteration 83Q (100769.880000 sec): 3 clusters
  Score: Raw -17801069.750547 + Penalty 3909.613522 = -17797160.137026
  nChanged 28
		SP:Iteration 84Q (100770.770000 sec): 3 clusters
  Score: Raw -17801072.439332 + Penalty 3909.613522 = -17797162.825811
  nChanged 24
		SP:Iteration 85Q (100771.630000 sec): 3 clusters
  Score: Raw -17801074.239942 + Penalty 3909.613522 = -17797164.626420
  nChanged 21
		SP:Iteration 86Q (100772.510000 sec): 3 clusters
  Score: Raw -17801076.018337 + Penalty 3909.613522 = -17797166.404816
  nChanged 17
		SP:Iteration 87Q (100773.410000 sec): 3 clusters
  Score: Raw -17801077.698886 + Penalty 3909.613522 = -17797168.085364
  nChanged 18
		SP:Iteration 88Q (100774.330000 sec): 3 clusters
  Score: Raw -17801079.055421 + Penalty 3909.613522 = -17797169.441900
  nChanged 12
		SP:Iteration 89Q (100775.260000 sec): 3 clusters
  Score: Raw -17801080.261580 + Penalty 3909.613522 = -17797170.648058
  nChanged 19
		SP:Iteration 90Q (100776.160000 sec): 3 clusters
  Score: Raw -17801082.150857 + Penalty 3909.613522 = -17797172.537335
  nChanged 11
		SP:Iteration 91Q (100776.990000 sec): 3 clusters
  Score: Raw -17801083.077566 + Penalty 3909.613522 = -17797173.464044
  nChanged 15
		SP:Iteration 92Q (100777.810000 sec): 3 clusters
  Score: Raw -17801084.731698 + Penalty 3909.613522 = -17797175.118176
  nChanged 23
		SP:Iteration 93Q (100778.680000 sec): 3 clusters
  Score: Raw -17801086.838749 + Penalty 3909.613522 = -17797177.225228
  nChanged 25
		SP:Iteration 94Q (100779.470000 sec): 3 clusters
  Score: Raw -17801088.992069 + Penalty 3909.613522 = -17797179.378547
  nChanged 23
		SP:Iteration 95Q (100780.290000 sec): 3 clusters
  Score: Raw -17801091.112609 + Penalty 3909.613522 = -17797181.499087
  nChanged 14
		SP:Iteration 96Q (100781.060000 sec): 3 clusters
  Score: Raw -17801092.898875 + Penalty 3909.613522 = -17797183.285353
  nChanged 23
		SP:Iteration 97Q (100781.860000 sec): 3 clusters
  Score: Raw -17801094.966624 + Penalty 3909.613522 = -17797185.353102
  nChanged 21
		SP:Iteration 98Q (100782.720000 sec): 3 clusters
  Score: Raw -17801097.069472 + Penalty 3909.613522 = -17797187.455951
  nChanged 18
		SP:Iteration 99Q (100783.530000 sec): 3 clusters
  Score: Raw -17801098.833544 + Penalty 3909.613522 = -17797189.220022
  nChanged 22
		SP:Iteration 100F (100784.470000 sec): 3 clusters
  Score: Raw -17801100.840487 + Penalty 3909.613522 = -17797191.226965
  nChanged 11
		SP:Iteration 101Q (100785.290000 sec): 3 clusters
  Score: Raw -17801101.863118 + Penalty 3909.613522 = -17797192.249596
  nChanged 16
		SP:Iteration 102Q (100786.150000 sec): 3 clusters
  Score: Raw -17801103.407478 + Penalty 3909.613522 = -17797193.793957
  nChanged 15
		SP:Iteration 103Q (100786.950000 sec): 3 clusters
  Score: Raw -17801104.909070 + Penalty 3909.613522 = -17797195.295548
  nChanged 22
		SP:Iteration 104Q (100787.680000 sec): 3 clusters
  Score: Raw -17801106.645274 + Penalty 3909.613522 = -17797197.031753
  nChanged 17
		SP:Iteration 105Q (100788.430000 sec): 3 clusters
  Score: Raw -17801108.217498 + Penalty 3909.613522 = -17797198.603976
  nChanged 13
		SP:Iteration 106Q (100789.180000 sec): 3 clusters
  Score: Raw -17801109.338713 + Penalty 3909.613522 = -17797199.725191
  nChanged 14
		SP:Iteration 107Q (100790.050000 sec): 3 clusters
  Score: Raw -17801110.627483 + Penalty 3909.613522 = -17797201.013961
  nChanged 14
		SP:Iteration 108Q (100790.860000 sec): 3 clusters
  Score: Raw -17801111.809026 + Penalty 3909.613522 = -17797202.195504
  nChanged 13
		SP:Iteration 109Q (100791.670000 sec): 3 clusters
  Score: Raw -17801113.209282 + Penalty 3909.613522 = -17797203.595760
  nChanged 14
		SP:Iteration 110Q (100792.510000 sec): 3 clusters
  Score: Raw -17801114.500074 + Penalty 3909.613522 = -17797204.886552
  nChanged 8
		SP:Iteration 111Q (100793.250000 sec): 3 clusters
  Score: Raw -17801115.169392 + Penalty 3909.613522 = -17797205.555870
  nChanged 11
		SP:Iteration 112Q (100794.020000 sec): 3 clusters
  Score: Raw -17801116.239022 + Penalty 3909.613522 = -17797206.625500
  nChanged 9
		SP:Iteration 113Q (100794.780000 sec): 3 clusters
  Score: Raw -17801117.002986 + Penalty 3909.613522 = -17797207.389464
  nChanged 8
		SP:Iteration 114Q (100795.570000 sec): 3 clusters
  Score: Raw -17801117.524350 + Penalty 3909.613522 = -17797207.910828
  nChanged 8
		SP:Iteration 115Q (100796.380000 sec): 3 clusters
  Score: Raw -17801118.148137 + Penalty 3909.613522 = -17797208.534615
  nChanged 8
		SP:Iteration 116Q (100797.210000 sec): 3 clusters
  Score: Raw -17801118.733379 + Penalty 3909.613522 = -17797209.119857
  nChanged 6
		SP:Iteration 117Q (100798.040000 sec): 3 clusters
  Score: Raw -17801119.013178 + Penalty 3909.613522 = -17797209.399656
  nChanged 1
		SP:Iteration 118Q (100798.920000 sec): 3 clusters
  Score: Raw -17801119.040482 + Penalty 3909.613522 = -17797209.426960
  nChanged 1
		SP:Iteration 119Q (100799.880000 sec): 3 clusters
  Score: Raw -17801119.127999 + Penalty 3909.613522 = -17797209.514477
  nChanged 3
		SP:Iteration 120F (100800.860000 sec): 3 clusters
  Score: Raw -17801119.339300 + Penalty 3909.613522 = -17797209.725778
  nChanged 4
		SP:Iteration 121Q (100801.680000 sec): 3 clusters
  Score: Raw -17801119.633109 + Penalty 3909.613522 = -17797210.019587
  nChanged 4
		SP:Iteration 122Q (100802.440000 sec): 3 clusters
  Score: Raw -17801119.898155 + Penalty 3909.613522 = -17797210.284633
  nChanged 2
		SP:Iteration 123Q (100803.260000 sec): 3 clusters
  Score: Raw -17801120.116199 + Penalty 3909.613522 = -17797210.502678
  nChanged 2
		SP:Iteration 124Q (100804.070000 sec): 3 clusters
  Score: Raw -17801120.229404 + Penalty 3909.613522 = -17797210.615882
  nChanged 3
		SP:Iteration 125Q (100805.010000 sec): 3 clusters
  Score: Raw -17801120.387452 + Penalty 3909.613522 = -17797210.773930
  nChanged 5
		SP:Iteration 126Q (100805.760000 sec): 3 clusters
  Score: Raw -17801120.689491 + Penalty 3909.613522 = -17797211.075969
  nChanged 6
		SP:Iteration 127Q (100806.500000 sec): 3 clusters
  Score: Raw -17801121.030111 + Penalty 3909.613522 = -17797211.416590
  nChanged 4
		SP:Iteration 128Q (100807.240000 sec): 3 clusters
  Score: Raw -17801121.335258 + Penalty 3909.613522 = -17797211.721736
  nChanged 5
		SP:Iteration 129Q (100807.950000 sec): 3 clusters
  Score: Raw -17801121.690464 + Penalty 3909.613522 = -17797212.076942
  nChanged 4
		SP:Iteration 130Q (100808.720000 sec): 3 clusters
  Score: Raw -17801122.189491 + Penalty 3909.613522 = -17797212.575969
  nChanged 8
		SP:Iteration 131Q (100809.560000 sec): 3 clusters
  Score: Raw -17801122.778608 + Penalty 3909.613522 = -17797213.165086
  nChanged 7
		SP:Iteration 132Q (100810.280000 sec): 3 clusters
  Score: Raw -17801123.278979 + Penalty 3909.613522 = -17797213.665457
  nChanged 3
		SP:Iteration 133Q (100811.180000 sec): 3 clusters
  Score: Raw -17801123.547493 + Penalty 3909.613522 = -17797213.933971
  nChanged 5
		SP:Iteration 134Q (100812.080000 sec): 3 clusters
  Score: Raw -17801123.862203 + Penalty 3909.613522 = -17797214.248681
  nChanged 2
		SP:Iteration 135Q (100812.960000 sec): 3 clusters
  Score: Raw -17801123.984495 + Penalty 3909.613522 = -17797214.370973
  nChanged 0
		SP:Iteration 136F (100813.800000 sec): 3 clusters
  Score: Raw -17801123.984495 + Penalty 3909.613522 = -17797214.370973
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6136 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100814.050000 sec): 2 clusters
  Score: Raw -611169.928735 + Penalty 1417.313356 = -609752.615379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100814.220000 sec): 3 clusters
  Score: Raw -607955.629487 + Penalty 2834.626711 = -605121.002775
  nChanged 2498
		SP:Iteration 1F (100814.470000 sec): 3 clusters
  Score: Raw -609323.117841 + Penalty 2834.626711 = -606488.491130
  nChanged 411
		SP:Iteration 2F (100814.650000 sec): 3 clusters
  Score: Raw -609574.488872 + Penalty 2834.626711 = -606739.862161
  nChanged 390
		SP:Iteration 3F (100814.870000 sec): 3 clusters
  Score: Raw -609814.468358 + Penalty 2834.626711 = -606979.841647
  nChanged 349
		SP:Iteration 4F (100815.080000 sec): 3 clusters
  Score: Raw -610041.077625 + Penalty 2834.626711 = -607206.450914
  nChanged 338
		SP:Iteration 5F (100815.330000 sec): 3 clusters
  Score: Raw -610305.330052 + Penalty 2834.626711 = -607470.703341
  nChanged 325
		SP:Iteration 6F (100815.500000 sec): 3 clusters
  Score: Raw -610531.470640 + Penalty 2834.626711 = -607696.843928
  nChanged 317
		SP:Iteration 7F (100815.710000 sec): 3 clusters
  Score: Raw -610724.894921 + Penalty 2834.626711 = -607890.268210
  nChanged 267
		SP:Iteration 8Q (100815.880000 sec): 3 clusters
  Score: Raw -610879.734034 + Penalty 2834.626711 = -608045.107322
  nChanged 238
		SP:Iteration 9Q (100816.120000 sec): 3 clusters
  Score: Raw -611009.513872 + Penalty 2834.626711 = -608174.887160
  nChanged 207
		SP:Iteration 10Q (100816.320000 sec): 3 clusters
  Score: Raw -611114.076241 + Penalty 2834.626711 = -608279.449529
  nChanged 166
		SP:Iteration 11Q (100816.510000 sec): 3 clusters
  Score: Raw -611196.265413 + Penalty 2834.626711 = -608361.638702
  nChanged 124
		SP:Iteration 12Q (100816.740000 sec): 3 clusters
  Score: Raw -611259.738137 + Penalty 2834.626711 = -608425.111426
  nChanged 110
		SP:Iteration 13Q (100816.930000 sec): 3 clusters
  Score: Raw -611315.057282 + Penalty 2834.626711 = -608480.430571
  nChanged 96
		SP:Iteration 14Q (100817.160000 sec): 3 clusters
  Score: Raw -611366.333974 + Penalty 2834.626711 = -608531.707262
  nChanged 95
		SP:Iteration 15Q (100817.360000 sec): 3 clusters
  Score: Raw -611406.791507 + Penalty 2834.626711 = -608572.164795
  nChanged 85
		SP:Iteration 16Q (100817.540000 sec): 3 clusters
  Score: Raw -611440.996541 + Penalty 2834.626711 = -608606.369829
  nChanged 69
		SP:Iteration 17Q (100817.740000 sec): 3 clusters
  Score: Raw -611468.128220 + Penalty 2834.626711 = -608633.501508
  nChanged 59
		SP:Iteration 18Q (100817.930000 sec): 3 clusters
  Score: Raw -611490.668452 + Penalty 2834.626711 = -608656.041740
  nChanged 56
		SP:Iteration 19Q (100818.150000 sec): 3 clusters
  Score: Raw -611509.822155 + Penalty 2834.626711 = -608675.195444
  nChanged 47
		SP:Iteration 20F (100818.420000 sec): 3 clusters
  Score: Raw -611528.026754 + Penalty 2834.626711 = -608693.400042
  nChanged 42
		SP:Iteration 21Q (100818.600000 sec): 3 clusters
  Score: Raw -611544.660924 + Penalty 2834.626711 = -608710.034212
  nChanged 46
		SP:Iteration 22Q (100818.860000 sec): 3 clusters
  Score: Raw -611563.435600 + Penalty 2834.626711 = -608728.808889
  nChanged 37
		SP:Iteration 23Q (100819.040000 sec): 3 clusters
  Score: Raw -611577.142085 + Penalty 2834.626711 = -608742.515374
  nChanged 46
		SP:Iteration 24Q (100819.300000 sec): 3 clusters
  Score: Raw -611595.445171 + Penalty 2834.626711 = -608760.818460
  nChanged 50
		SP:Iteration 25Q (100819.590000 sec): 3 clusters
  Score: Raw -611620.434074 + Penalty 2834.626711 = -608785.807363
  nChanged 51
		SP:Iteration 26Q (100819.750000 sec): 3 clusters
  Score: Raw -611642.630747 + Penalty 2834.626711 = -608808.004035
  nChanged 43
		SP:Iteration 27Q (100820.000000 sec): 3 clusters
  Score: Raw -611659.132369 + Penalty 2834.626711 = -608824.505657
  nChanged 41
		SP:Iteration 28Q (100820.210000 sec): 3 clusters
  Score: Raw -611674.509657 + Penalty 2834.626711 = -608839.882946
  nChanged 36
		SP:Iteration 29Q (100820.410000 sec): 3 clusters
  Score: Raw -611686.761118 + Penalty 2834.626711 = -608852.134407
  nChanged 33
		SP:Iteration 30Q (100820.660000 sec): 3 clusters
  Score: Raw -611697.965292 + Penalty 2834.626711 = -608863.338581
  nChanged 36
		SP:Iteration 31Q (100820.890000 sec): 3 clusters
  Score: Raw -611712.217825 + Penalty 2834.626711 = -608877.591113
  nChanged 33
		SP:Iteration 32Q (100821.100000 sec): 3 clusters
  Score: Raw -611725.104611 + Penalty 2834.626711 = -608890.477900
  nChanged 27
		SP:Iteration 33Q (100821.320000 sec): 3 clusters
  Score: Raw -611735.338930 + Penalty 2834.626711 = -608900.712218
  nChanged 22
		SP:Iteration 34Q (100821.500000 sec): 3 clusters
  Score: Raw -611744.008604 + Penalty 2834.626711 = -608909.381892
  nChanged 18
		SP:Iteration 35Q (100821.750000 sec): 3 clusters
  Score: Raw -611753.625568 + Penalty 2834.626711 = -608918.998856
  nChanged 19
		SP:Iteration 36Q (100821.910000 sec): 3 clusters
  Score: Raw -611761.361768 + Penalty 2834.626711 = -608926.735056
  nChanged 25
		SP:Iteration 37Q (100822.130000 sec): 3 clusters
  Score: Raw -611769.917536 + Penalty 2834.626711 = -608935.290824
  nChanged 15
		SP:Iteration 38Q (100822.400000 sec): 3 clusters
  Score: Raw -611775.715592 + Penalty 2834.626711 = -608941.088880
  nChanged 14
		SP:Iteration 39Q (100822.570000 sec): 3 clusters
  Score: Raw -611780.146892 + Penalty 2834.626711 = -608945.520181
  nChanged 16
		SP:Iteration 40F (100822.810000 sec): 3 clusters
  Score: Raw -611784.717369 + Penalty 2834.626711 = -608950.090658
  nChanged 13
		SP:Iteration 41Q (100823.040000 sec): 3 clusters
  Score: Raw -611787.683408 + Penalty 2834.626711 = -608953.056696
  nChanged 11
		SP:Iteration 42Q (100823.240000 sec): 3 clusters
  Score: Raw -611791.637199 + Penalty 2834.626711 = -608957.010488
  nChanged 16
		SP:Iteration 43Q (100823.430000 sec): 3 clusters
  Score: Raw -611796.915658 + Penalty 2834.626711 = -608962.288946
  nChanged 15
		SP:Iteration 44Q (100823.590000 sec): 3 clusters
  Score: Raw -611803.839330 + Penalty 2834.626711 = -608969.212619
  nChanged 9
		SP:Iteration 45Q (100823.800000 sec): 3 clusters
  Score: Raw -611807.611889 + Penalty 2834.626711 = -608972.985177
  nChanged 9
		SP:Iteration 46Q (100824.020000 sec): 3 clusters
  Score: Raw -611810.635136 + Penalty 2834.626711 = -608976.008425
  nChanged 9
		SP:Iteration 47Q (100824.230000 sec): 3 clusters
  Score: Raw -611815.420737 + Penalty 2834.626711 = -608980.794025
  nChanged 11
		SP:Iteration 48Q (100824.400000 sec): 3 clusters
  Score: Raw -611819.036735 + Penalty 2834.626711 = -608984.410024
  nChanged 6
		SP:Iteration 49Q (100824.580000 sec): 3 clusters
  Score: Raw -611820.201919 + Penalty 2834.626711 = -608985.575208
  nChanged 2
		SP:Iteration 50Q (100824.860000 sec): 3 clusters
  Score: Raw -611821.036779 + Penalty 2834.626711 = -608986.410067
  nChanged 4
		SP:Iteration 51Q (100825.080000 sec): 3 clusters
  Score: Raw -611821.823296 + Penalty 2834.626711 = -608987.196585
  nChanged 5
		SP:Iteration 52Q (100825.320000 sec): 3 clusters
  Score: Raw -611823.107871 + Penalty 2834.626711 = -608988.481160
  nChanged 3
		SP:Iteration 53Q (100825.520000 sec): 3 clusters
  Score: Raw -611824.480556 + Penalty 2834.626711 = -608989.853844
  nChanged 5
		SP:Iteration 54Q (100825.720000 sec): 3 clusters
  Score: Raw -611826.730093 + Penalty 2834.626711 = -608992.103382
  nChanged 7
		SP:Iteration 55Q (100825.940000 sec): 3 clusters
  Score: Raw -611828.598158 + Penalty 2834.626711 = -608993.971446
  nChanged 6
		SP:Iteration 56Q (100826.180000 sec): 3 clusters
  Score: Raw -611830.332386 + Penalty 2834.626711 = -608995.705674
  nChanged 7
		SP:Iteration 57Q (100826.360000 sec): 3 clusters
  Score: Raw -611831.850197 + Penalty 2834.626711 = -608997.223486
  nChanged 5
		SP:Iteration 58Q (100826.550000 sec): 3 clusters
  Score: Raw -611832.809909 + Penalty 2834.626711 = -608998.183198
  nChanged 1
		SP:Iteration 59Q (100826.790000 sec): 3 clusters
  Score: Raw -611833.041178 + Penalty 2834.626711 = -608998.414467
  nChanged 0
		SP:Iteration 60F (100827.010000 sec): 3 clusters
  Score: Raw -611833.041178 + Penalty 2834.626711 = -608998.414467
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (13656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100827.150000 sec): 2 clusters
  Score: Raw -1364904.474452 + Penalty 1547.314318 = -1363357.160134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100827.480000 sec): 3 clusters
  Score: Raw -1356973.924866 + Penalty 3094.628636 = -1353879.296230
  nChanged 5975
		SP:Iteration 1F (100827.720000 sec): 3 clusters
  Score: Raw -1360432.113992 + Penalty 3094.628636 = -1357337.485356
  nChanged 871
		SP:Iteration 2F (100827.900000 sec): 3 clusters
  Score: Raw -1360862.031365 + Penalty 3094.628636 = -1357767.402729
  nChanged 790
		SP:Iteration 3F (100828.160000 sec): 3 clusters
  Score: Raw -1361317.224228 + Penalty 3094.628636 = -1358222.595592
  nChanged 823
		SP:Iteration 4F (100828.420000 sec): 3 clusters
  Score: Raw -1361845.813159 + Penalty 3094.628636 = -1358751.184523
  nChanged 789
		SP:Iteration 5F (100828.630000 sec): 3 clusters
  Score: Raw -1362423.009904 + Penalty 3094.628636 = -1359328.381268
  nChanged 763
		SP:Iteration 6F (100828.930000 sec): 3 clusters
  Score: Raw -1363067.323279 + Penalty 3094.628636 = -1359972.694643
  nChanged 711
		SP:Iteration 7F (100829.150000 sec): 3 clusters
  Score: Raw -1363662.409368 + Penalty 3094.628636 = -1360567.780733
  nChanged 535
		SP:Iteration 8Q (100829.460000 sec): 3 clusters
  Score: Raw -1364105.557228 + Penalty 3094.628636 = -1361010.928592
  nChanged 380
		SP:Iteration 9Q (100829.740000 sec): 3 clusters
  Score: Raw -1364413.905736 + Penalty 3094.628636 = -1361319.277100
  nChanged 292
		SP:Iteration 10Q (100829.960000 sec): 3 clusters
  Score: Raw -1364637.332516 + Penalty 3094.628636 = -1361542.703880
  nChanged 196
		SP:Iteration 11Q (100830.210000 sec): 3 clusters
  Score: Raw -1364792.482716 + Penalty 3094.628636 = -1361697.854080
  nChanged 144
		SP:Iteration 12Q (100830.440000 sec): 3 clusters
  Score: Raw -1364905.760947 + Penalty 3094.628636 = -1361811.132311
  nChanged 103
		SP:Iteration 13Q (100830.740000 sec): 3 clusters
  Score: Raw -1364973.438286 + Penalty 3094.628636 = -1361878.809650
  nChanged 65
		SP:Iteration 14Q (100831.040000 sec): 3 clusters
  Score: Raw -1365013.526865 + Penalty 3094.628636 = -1361918.898229
  nChanged 40
		SP:Iteration 15Q (100831.300000 sec): 3 clusters
  Score: Raw -1365035.336378 + Penalty 3094.628636 = -1361940.707742
  nChanged 29
		SP:Iteration 16Q (100831.540000 sec): 3 clusters
  Score: Raw -1365050.851715 + Penalty 3094.628636 = -1361956.223079
  nChanged 21
		SP:Iteration 17Q (100831.770000 sec): 3 clusters
  Score: Raw -1365064.046019 + Penalty 3094.628636 = -1361969.417383
  nChanged 22
		SP:Iteration 18Q (100832.030000 sec): 3 clusters
  Score: Raw -1365075.111504 + Penalty 3094.628636 = -1361980.482868
  nChanged 18
		SP:Iteration 19Q (100832.260000 sec): 3 clusters
  Score: Raw -1365088.464235 + Penalty 3094.628636 = -1361993.835599
  nChanged 17
		SP:Iteration 20F (100832.500000 sec): 3 clusters
  Score: Raw -1365102.544958 + Penalty 3094.628636 = -1362007.916322
  nChanged 13
		SP:Iteration 21Q (100832.750000 sec): 3 clusters
  Score: Raw -1365112.112337 + Penalty 3094.628636 = -1362017.483701
  nChanged 14
		SP:Iteration 22Q (100832.980000 sec): 3 clusters
  Score: Raw -1365121.134632 + Penalty 3094.628636 = -1362026.505996
  nChanged 9
		SP:Iteration 23Q (100833.240000 sec): 3 clusters
  Score: Raw -1365128.647526 + Penalty 3094.628636 = -1362034.018890
  nChanged 8
		SP:Iteration 24Q (100833.520000 sec): 3 clusters
  Score: Raw -1365134.751486 + Penalty 3094.628636 = -1362040.122850
  nChanged 6
		SP:Iteration 25Q (100833.760000 sec): 3 clusters
  Score: Raw -1365141.104144 + Penalty 3094.628636 = -1362046.475508
  nChanged 8
		SP:Iteration 26Q (100834.040000 sec): 3 clusters
  Score: Raw -1365148.820507 + Penalty 3094.628636 = -1362054.191871
  nChanged 10
		SP:Iteration 27Q (100834.270000 sec): 3 clusters
  Score: Raw -1365156.405864 + Penalty 3094.628636 = -1362061.777228
  nChanged 3
		SP:Iteration 28Q (100834.490000 sec): 3 clusters
  Score: Raw -1365158.531120 + Penalty 3094.628636 = -1362063.902484
  nChanged 2
		SP:Iteration 29Q (100834.780000 sec): 3 clusters
  Score: Raw -1365159.106330 + Penalty 3094.628636 = -1362064.477694
  nChanged 1
		SP:Iteration 30Q (100835.030000 sec): 3 clusters
  Score: Raw -1365159.797298 + Penalty 3094.628636 = -1362065.168662
  nChanged 1
		SP:Iteration 31Q (100835.300000 sec): 3 clusters
  Score: Raw -1365160.487046 + Penalty 3094.628636 = -1362065.858410
  nChanged 1
		SP:Iteration 32Q (100835.560000 sec): 3 clusters
  Score: Raw -1365161.288657 + Penalty 3094.628636 = -1362066.660021
  nChanged 0
		SP:Iteration 33F (100835.840000 sec): 3 clusters
  Score: Raw -1365161.288657 + Penalty 3094.628636 = -1362066.660021
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (3908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100835.960000 sec): 2 clusters
  Score: Raw -423061.586656 + Penalty 1344.001915 = -421717.584741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100836.150000 sec): 3 clusters
  Score: Raw -421071.571223 + Penalty 2688.003829 = -418383.567393
  nChanged 1587
		SP:Iteration 1F (100836.340000 sec): 3 clusters
  Score: Raw -421976.353075 + Penalty 2688.003829 = -419288.349245
  nChanged 314
		SP:Iteration 2F (100836.560000 sec): 3 clusters
  Score: Raw -422178.506078 + Penalty 2688.003829 = -419490.502248
  nChanged 243
		SP:Iteration 3F (100836.760000 sec): 3 clusters
  Score: Raw -422387.011294 + Penalty 2688.003829 = -419699.007464
  nChanged 239
		SP:Iteration 4F (100836.990000 sec): 3 clusters
  Score: Raw -422648.085253 + Penalty 2688.003829 = -419960.081424
  nChanged 226
		SP:Iteration 5F (100837.210000 sec): 3 clusters
  Score: Raw -422909.778774 + Penalty 2688.003829 = -420221.774945
  nChanged 236
		SP:Iteration 6F (100837.420000 sec): 3 clusters
  Score: Raw -423200.040843 + Penalty 2688.003829 = -420512.037014
  nChanged 242
		SP:Iteration 7F (100837.630000 sec): 3 clusters
  Score: Raw -423509.803900 + Penalty 2688.003829 = -420821.800070
  nChanged 205
		SP:Iteration 8F (100837.800000 sec): 3 clusters
  Score: Raw -423888.564424 + Penalty 2688.003829 = -421200.560595
  nChanged 178
		SP:Iteration 9Q (100838.040000 sec): 3 clusters
  Score: Raw -424181.475265 + Penalty 2688.003829 = -421493.471436
  nChanged 93
		SP:Iteration 10Q (100838.200000 sec): 3 clusters
  Score: Raw -424280.367226 + Penalty 2688.003829 = -421592.363397
  nChanged 54
		SP:Iteration 11Q (100838.420000 sec): 3 clusters
  Score: Raw -424317.822229 + Penalty 2688.003829 = -421629.818400
  nChanged 32
		SP:Iteration 12Q (100838.690000 sec): 3 clusters
  Score: Raw -424343.958321 + Penalty 2688.003829 = -421655.954492
  nChanged 28
		SP:Iteration 13Q (100838.860000 sec): 3 clusters
  Score: Raw -424369.467323 + Penalty 2688.003829 = -421681.463494
  nChanged 22
		SP:Iteration 14Q (100839.020000 sec): 3 clusters
  Score: Raw -424387.409809 + Penalty 2688.003829 = -421699.405980
  nChanged 17
		SP:Iteration 15Q (100839.240000 sec): 3 clusters
  Score: Raw -424397.911504 + Penalty 2688.003829 = -421709.907675
  nChanged 20
		SP:Iteration 16Q (100839.460000 sec): 3 clusters
  Score: Raw -424410.390474 + Penalty 2688.003829 = -421722.386645
  nChanged 15
		SP:Iteration 17Q (100839.670000 sec): 3 clusters
  Score: Raw -424418.890198 + Penalty 2688.003829 = -421730.886369
  nChanged 15
		SP:Iteration 18Q (100839.820000 sec): 3 clusters
  Score: Raw -424428.561027 + Penalty 2688.003829 = -421740.557198
  nChanged 14
		SP:Iteration 19Q (100840.040000 sec): 3 clusters
  Score: Raw -424437.799882 + Penalty 2688.003829 = -421749.796053
  nChanged 14
		SP:Iteration 20F (100840.210000 sec): 3 clusters
  Score: Raw -424447.074247 + Penalty 2688.003829 = -421759.070417
  nChanged 4
		SP:Iteration 21Q (100840.420000 sec): 3 clusters
  Score: Raw -424448.268793 + Penalty 2688.003829 = -421760.264964
  nChanged 1
		SP:Iteration 22Q (100840.630000 sec): 3 clusters
  Score: Raw -424448.857937 + Penalty 2688.003829 = -421760.854108
  nChanged 2
		SP:Iteration 23Q (100840.790000 sec): 3 clusters
  Score: Raw -424449.904557 + Penalty 2688.003829 = -421761.900727
  nChanged 2
		SP:Iteration 24Q (100840.980000 sec): 3 clusters
  Score: Raw -424450.371872 + Penalty 2688.003829 = -421762.368043
  nChanged 0
		SP:Iteration 25F (100841.150000 sec): 3 clusters
  Score: Raw -424450.371872 + Penalty 2688.003829 = -421762.368043
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100841.790000 sec): 2 clusters
  Score: Raw -11786416.577473 + Penalty 1892.526894 = -11784524.050579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100842.480000 sec): 3 clusters
  Score: Raw -11711728.547752 + Penalty 3785.053788 = -11707943.493963
  nChanged 54691
		SP:Iteration 1F (100843.290000 sec): 3 clusters
  Score: Raw -11743842.055027 + Penalty 3785.053788 = -11740057.001238
  nChanged 4007
		SP:Iteration 2Q (100844.080000 sec): 3 clusters
  Score: Raw -11744867.303106 + Penalty 3785.053788 = -11741082.249318
  nChanged 4075
		SP:Iteration 3Q (100844.860000 sec): 3 clusters
  Score: Raw -11746055.287654 + Penalty 3785.053788 = -11742270.233866
  nChanged 4435
		SP:Iteration 4Q (100845.620000 sec): 3 clusters
  Score: Raw -11747533.498949 + Penalty 3785.053788 = -11743748.445161
  nChanged 4884
		SP:Iteration 5Q (100846.360000 sec): 3 clusters
  Score: Raw -11749289.593534 + Penalty 3785.053788 = -11745504.539746
  nChanged 5092
		SP:Iteration 6Q (100847.090000 sec): 3 clusters
  Score: Raw -11751274.606499 + Penalty 3785.053788 = -11747489.552711
  nChanged 5208
		SP:Iteration 7Q (100847.860000 sec): 3 clusters
  Score: Raw -11753337.576845 + Penalty 3785.053788 = -11749552.523057
  nChanged 5070
		SP:Iteration 8Q (100848.600000 sec): 3 clusters
  Score: Raw -11755293.387337 + Penalty 3785.053788 = -11751508.333549
  nChanged 4870
		SP:Iteration 9Q (100849.360000 sec): 3 clusters
  Score: Raw -11757031.570968 + Penalty 3785.053788 = -11753246.517180
  nChanged 4372
		SP:Iteration 10Q (100850.140000 sec): 3 clusters
  Score: Raw -11758571.371933 + Penalty 3785.053788 = -11754786.318145
  nChanged 4208
		SP:Iteration 11Q (100850.950000 sec): 3 clusters
  Score: Raw -11760092.096895 + Penalty 3785.053788 = -11756307.043107
  nChanged 4108
		SP:Iteration 12Q (100851.690000 sec): 3 clusters
  Score: Raw -11761701.627991 + Penalty 3785.053788 = -11757916.574203
  nChanged 4175
		SP:Iteration 13Q (100852.470000 sec): 3 clusters
  Score: Raw -11763586.188612 + Penalty 3785.053788 = -11759801.134824
  nChanged 4271
		SP:Iteration 14Q (100853.210000 sec): 3 clusters
  Score: Raw -11765767.382522 + Penalty 3785.053788 = -11761982.328734
  nChanged 4390
		SP:Iteration 15Q (100853.960000 sec): 3 clusters
  Score: Raw -11768113.772313 + Penalty 3785.053788 = -11764328.718525
  nChanged 4192
		SP:Iteration 16Q (100854.650000 sec): 3 clusters
  Score: Raw -11770302.750670 + Penalty 3785.053788 = -11766517.696882
  nChanged 3845
		SP:Iteration 17Q (100855.340000 sec): 3 clusters
  Score: Raw -11772138.489205 + Penalty 3785.053788 = -11768353.435417
  nChanged 3363
		SP:Iteration 18Q (100856.040000 sec): 3 clusters
  Score: Raw -11773671.977250 + Penalty 3785.053788 = -11769886.923462
  nChanged 2907
		SP:Iteration 19Q (100856.660000 sec): 3 clusters
  Score: Raw -11774906.271082 + Penalty 3785.053788 = -11771121.217294
  nChanged 2573
		SP:Iteration 20F (100857.330000 sec): 3 clusters
  Score: Raw -11776003.808937 + Penalty 3785.053788 = -11772218.755149
  nChanged 2396
		SP:Iteration 21Q (100858.010000 sec): 3 clusters
  Score: Raw -11777045.822792 + Penalty 3785.053788 = -11773260.769004
  nChanged 2238
		SP:Iteration 22Q (100858.730000 sec): 3 clusters
  Score: Raw -11778057.786451 + Penalty 3785.053788 = -11774272.732663
  nChanged 2135
		SP:Iteration 23Q (100859.370000 sec): 3 clusters
  Score: Raw -11779047.854828 + Penalty 3785.053788 = -11775262.801040
  nChanged 2049
		SP:Iteration 24Q (100859.990000 sec): 3 clusters
  Score: Raw -11780051.398441 + Penalty 3785.053788 = -11776266.344652
  nChanged 1991
		SP:Iteration 25Q (100860.710000 sec): 3 clusters
  Score: Raw -11781087.386516 + Penalty 3785.053788 = -11777302.332728
  nChanged 1859
		SP:Iteration 26Q (100861.460000 sec): 3 clusters
  Score: Raw -11782058.955163 + Penalty 3785.053788 = -11778273.901375
  nChanged 1662
		SP:Iteration 27Q (100862.180000 sec): 3 clusters
  Score: Raw -11782941.399631 + Penalty 3785.053788 = -11779156.345843
  nChanged 1529
		SP:Iteration 28Q (100862.860000 sec): 3 clusters
  Score: Raw -11783820.418290 + Penalty 3785.053788 = -11780035.364501
  nChanged 1386
		SP:Iteration 29Q (100863.510000 sec): 3 clusters
  Score: Raw -11784651.629027 + Penalty 3785.053788 = -11780866.575239
  nChanged 1190
		SP:Iteration 30Q (100864.110000 sec): 3 clusters
  Score: Raw -11785320.625451 + Penalty 3785.053788 = -11781535.571663
  nChanged 957
		SP:Iteration 31Q (100864.760000 sec): 3 clusters
  Score: Raw -11785814.844220 + Penalty 3785.053788 = -11782029.790432
  nChanged 766
		SP:Iteration 32Q (100865.350000 sec): 3 clusters
  Score: Raw -11786189.340138 + Penalty 3785.053788 = -11782404.286350
  nChanged 677
		SP:Iteration 33Q (100865.940000 sec): 3 clusters
  Score: Raw -11786492.547565 + Penalty 3785.053788 = -11782707.493776
  nChanged 571
		SP:Iteration 34Q (100866.510000 sec): 3 clusters
  Score: Raw -11786723.613023 + Penalty 3785.053788 = -11782938.559235
  nChanged 473
		SP:Iteration 35Q (100867.260000 sec): 3 clusters
  Score: Raw -11786894.085584 + Penalty 3785.053788 = -11783109.031796
  nChanged 389
		SP:Iteration 36Q (100867.960000 sec): 3 clusters
  Score: Raw -11787018.215091 + Penalty 3785.053788 = -11783233.161302
  nChanged 358
		SP:Iteration 37Q (100868.610000 sec): 3 clusters
  Score: Raw -11787141.104670 + Penalty 3785.053788 = -11783356.050882
  nChanged 320
		SP:Iteration 38Q (100869.240000 sec): 3 clusters
  Score: Raw -11787240.538609 + Penalty 3785.053788 = -11783455.484820
  nChanged 257
		SP:Iteration 39Q (100869.840000 sec): 3 clusters
  Score: Raw -11787313.838741 + Penalty 3785.053788 = -11783528.784953
  nChanged 225
		SP:Iteration 40F (100870.510000 sec): 3 clusters
  Score: Raw -11787375.910712 + Penalty 3785.053788 = -11783590.856924
  nChanged 200
		SP:Iteration 41Q (100871.120000 sec): 3 clusters
  Score: Raw -11787427.366277 + Penalty 3785.053788 = -11783642.312489
  nChanged 144
		SP:Iteration 42Q (100871.770000 sec): 3 clusters
  Score: Raw -11787456.288388 + Penalty 3785.053788 = -11783671.234600
  nChanged 114
		SP:Iteration 43Q (100872.440000 sec): 3 clusters
  Score: Raw -11787476.202104 + Penalty 3785.053788 = -11783691.148316
  nChanged 100
		SP:Iteration 44Q (100873.070000 sec): 3 clusters
  Score: Raw -11787495.177533 + Penalty 3785.053788 = -11783710.123744
  nChanged 82
		SP:Iteration 45Q (100873.680000 sec): 3 clusters
  Score: Raw -11787509.012228 + Penalty 3785.053788 = -11783723.958440
  nChanged 70
		SP:Iteration 46Q (100874.250000 sec): 3 clusters
  Score: Raw -11787520.574076 + Penalty 3785.053788 = -11783735.520288
  nChanged 69
		SP:Iteration 47Q (100874.760000 sec): 3 clusters
  Score: Raw -11787530.184211 + Penalty 3785.053788 = -11783745.130423
  nChanged 43
		SP:Iteration 48Q (100875.280000 sec): 3 clusters
  Score: Raw -11787536.576268 + Penalty 3785.053788 = -11783751.522480
  nChanged 46
		SP:Iteration 49Q (100875.940000 sec): 3 clusters
  Score: Raw -11787543.207368 + Penalty 3785.053788 = -11783758.153580
  nChanged 41
		SP:Iteration 50Q (100876.570000 sec): 3 clusters
  Score: Raw -11787548.799123 + Penalty 3785.053788 = -11783763.745334
  nChanged 31
		SP:Iteration 51Q (100877.220000 sec): 3 clusters
  Score: Raw -11787552.360683 + Penalty 3785.053788 = -11783767.306895
  nChanged 28
		SP:Iteration 52Q (100877.880000 sec): 3 clusters
  Score: Raw -11787555.578179 + Penalty 3785.053788 = -11783770.524391
  nChanged 22
		SP:Iteration 53Q (100878.540000 sec): 3 clusters
  Score: Raw -11787558.229248 + Penalty 3785.053788 = -11783773.175460
  nChanged 21
		SP:Iteration 54Q (100879.230000 sec): 3 clusters
  Score: Raw -11787560.559518 + Penalty 3785.053788 = -11783775.505730
  nChanged 14
		SP:Iteration 55Q (100879.930000 sec): 3 clusters
  Score: Raw -11787561.667238 + Penalty 3785.053788 = -11783776.613450
  nChanged 9
		SP:Iteration 56Q (100880.540000 sec): 3 clusters
  Score: Raw -11787562.430808 + Penalty 3785.053788 = -11783777.377020
  nChanged 9
		SP:Iteration 57Q (100881.090000 sec): 3 clusters
  Score: Raw -11787563.412780 + Penalty 3785.053788 = -11783778.358992
  nChanged 6
		SP:Iteration 58Q (100881.680000 sec): 3 clusters
  Score: Raw -11787564.136273 + Penalty 3785.053788 = -11783779.082485
  nChanged 6
		SP:Iteration 59Q (100882.340000 sec): 3 clusters
  Score: Raw -11787564.842818 + Penalty 3785.053788 = -11783779.789030
  nChanged 10
		SP:Iteration 60F (100882.980000 sec): 3 clusters
  Score: Raw -11787565.725790 + Penalty 3785.053788 = -11783780.672002
  nChanged 10
		SP:Iteration 61Q (100883.580000 sec): 3 clusters
  Score: Raw -11787566.422399 + Penalty 3785.053788 = -11783781.368611
  nChanged 6
		SP:Iteration 62Q (100884.150000 sec): 3 clusters
  Score: Raw -11787566.897909 + Penalty 3785.053788 = -11783781.844121
  nChanged 6
		SP:Iteration 63Q (100884.700000 sec): 3 clusters
  Score: Raw -11787567.390230 + Penalty 3785.053788 = -11783782.336442
  nChanged 6
		SP:Iteration 64Q (100885.320000 sec): 3 clusters
  Score: Raw -11787568.105799 + Penalty 3785.053788 = -11783783.052011
  nChanged 6
		SP:Iteration 65Q (100885.910000 sec): 3 clusters
  Score: Raw -11787568.658080 + Penalty 3785.053788 = -11783783.604292
  nChanged 0
		SP:Iteration 66F (100886.620000 sec): 3 clusters
  Score: Raw -11787568.658080 + Penalty 3785.053788 = -11783783.604292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100886.760000 sec): 2 clusters
  Score: Raw -294433.064824 + Penalty 1299.947769 = -293133.117055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100886.920000 sec): 3 clusters
  Score: Raw -293073.922937 + Penalty 2599.895538 = -290474.027398
  nChanged 1130
		SP:Iteration 1F (100887.100000 sec): 3 clusters
  Score: Raw -293751.363855 + Penalty 2599.895538 = -291151.468317
  nChanged 221
		SP:Iteration 2F (100887.350000 sec): 3 clusters
  Score: Raw -293921.831898 + Penalty 2599.895538 = -291321.936360
  nChanged 160
		SP:Iteration 3F (100887.490000 sec): 3 clusters
  Score: Raw -294051.283711 + Penalty 2599.895538 = -291451.388172
  nChanged 154
		SP:Iteration 4F (100887.710000 sec): 3 clusters
  Score: Raw -294179.885646 + Penalty 2599.895538 = -291579.990107
  nChanged 137
		SP:Iteration 5Q (100887.900000 sec): 3 clusters
  Score: Raw -294282.631888 + Penalty 2599.895538 = -291682.736350
  nChanged 101
		SP:Iteration 6Q (100888.120000 sec): 3 clusters
  Score: Raw -294357.522470 + Penalty 2599.895538 = -291757.626932
  nChanged 96
		SP:Iteration 7Q (100888.340000 sec): 3 clusters
  Score: Raw -294423.619051 + Penalty 2599.895538 = -291823.723513
  nChanged 69
		SP:Iteration 8Q (100888.480000 sec): 3 clusters
  Score: Raw -294458.277004 + Penalty 2599.895538 = -291858.381466
  nChanged 47
		SP:Iteration 9Q (100888.660000 sec): 3 clusters
  Score: Raw -294481.927141 + Penalty 2599.895538 = -291882.031603
  nChanged 45
		SP:Iteration 10Q (100888.850000 sec): 3 clusters
  Score: Raw -294505.764036 + Penalty 2599.895538 = -291905.868498
  nChanged 47
		SP:Iteration 11Q (100888.990000 sec): 3 clusters
  Score: Raw -294523.056531 + Penalty 2599.895538 = -291923.160993
  nChanged 21
		SP:Iteration 12Q (100889.200000 sec): 3 clusters
  Score: Raw -294531.484173 + Penalty 2599.895538 = -291931.588634
  nChanged 26
		SP:Iteration 13Q (100889.400000 sec): 3 clusters
  Score: Raw -294546.763561 + Penalty 2599.895538 = -291946.868022
  nChanged 19
		SP:Iteration 14Q (100889.590000 sec): 3 clusters
  Score: Raw -294555.482223 + Penalty 2599.895538 = -291955.586685
  nChanged 24
		SP:Iteration 15Q (100889.800000 sec): 3 clusters
  Score: Raw -294565.212277 + Penalty 2599.895538 = -291965.316738
  nChanged 20
		SP:Iteration 16Q (100889.970000 sec): 3 clusters
  Score: Raw -294575.000684 + Penalty 2599.895538 = -291975.105146
  nChanged 16
		SP:Iteration 17Q (100890.230000 sec): 3 clusters
  Score: Raw -294582.937727 + Penalty 2599.895538 = -291983.042189
  nChanged 17
		SP:Iteration 18Q (100890.380000 sec): 3 clusters
  Score: Raw -294590.761083 + Penalty 2599.895538 = -291990.865545
  nChanged 21
		SP:Iteration 19Q (100890.550000 sec): 3 clusters
  Score: Raw -294600.200225 + Penalty 2599.895538 = -292000.304687
  nChanged 15
		SP:Iteration 20F (100890.720000 sec): 3 clusters
  Score: Raw -294606.253117 + Penalty 2599.895538 = -292006.357579
  nChanged 16
		SP:Iteration 21Q (100890.920000 sec): 3 clusters
  Score: Raw -294611.808529 + Penalty 2599.895538 = -292011.912990
  nChanged 11
		SP:Iteration 22Q (100891.080000 sec): 3 clusters
  Score: Raw -294616.125462 + Penalty 2599.895538 = -292016.229924
  nChanged 11
		SP:Iteration 23Q (100891.270000 sec): 3 clusters
  Score: Raw -294619.992522 + Penalty 2599.895538 = -292020.096983
  nChanged 10
		SP:Iteration 24Q (100891.470000 sec): 3 clusters
  Score: Raw -294622.299261 + Penalty 2599.895538 = -292022.403723
  nChanged 6
		SP:Iteration 25Q (100891.680000 sec): 3 clusters
  Score: Raw -294624.278246 + Penalty 2599.895538 = -292024.382707
  nChanged 5
		SP:Iteration 26Q (100891.880000 sec): 3 clusters
  Score: Raw -294625.810617 + Penalty 2599.895538 = -292025.915079
  nChanged 9
		SP:Iteration 27Q (100892.060000 sec): 3 clusters
  Score: Raw -294629.026983 + Penalty 2599.895538 = -292029.131444
  nChanged 9
		SP:Iteration 28Q (100892.290000 sec): 3 clusters
  Score: Raw -294632.133190 + Penalty 2599.895538 = -292032.237652
  nChanged 6
		SP:Iteration 29Q (100892.460000 sec): 3 clusters
  Score: Raw -294634.425130 + Penalty 2599.895538 = -292034.529592
  nChanged 4
		SP:Iteration 30Q (100892.670000 sec): 3 clusters
  Score: Raw -294635.273106 + Penalty 2599.895538 = -292035.377568
  nChanged 5
		SP:Iteration 31Q (100892.870000 sec): 3 clusters
  Score: Raw -294637.123452 + Penalty 2599.895538 = -292037.227913
  nChanged 7
		SP:Iteration 32Q (100893.080000 sec): 3 clusters
  Score: Raw -294639.496783 + Penalty 2599.895538 = -292039.601245
  nChanged 5
		SP:Iteration 33Q (100893.340000 sec): 3 clusters
  Score: Raw -294640.679280 + Penalty 2599.895538 = -292040.783742
  nChanged 5
		SP:Iteration 34Q (100893.510000 sec): 3 clusters
  Score: Raw -294641.951908 + Penalty 2599.895538 = -292042.056370
  nChanged 3
		SP:Iteration 35Q (100893.730000 sec): 3 clusters
  Score: Raw -294642.604972 + Penalty 2599.895538 = -292042.709434
  nChanged 3
		SP:Iteration 36Q (100893.970000 sec): 3 clusters
  Score: Raw -294644.927828 + Penalty 2599.895538 = -292045.032290
  nChanged 5
		SP:Iteration 37Q (100894.140000 sec): 3 clusters
  Score: Raw -294647.749355 + Penalty 2599.895538 = -292047.853817
  nChanged 8
		SP:Iteration 38Q (100894.350000 sec): 3 clusters
  Score: Raw -294651.375527 + Penalty 2599.895538 = -292051.479988
  nChanged 7
		SP:Iteration 39Q (100894.530000 sec): 3 clusters
  Score: Raw -294655.730364 + Penalty 2599.895538 = -292055.834826
  nChanged 6
		SP:Iteration 40F (100894.730000 sec): 3 clusters
  Score: Raw -294657.512513 + Penalty 2599.895538 = -292057.616975
  nChanged 2
		SP:Iteration 41Q (100894.970000 sec): 3 clusters
  Score: Raw -294657.929201 + Penalty 2599.895538 = -292058.033662
  nChanged 2
		SP:Iteration 42Q (100895.140000 sec): 3 clusters
  Score: Raw -294658.488916 + Penalty 2599.895538 = -292058.593378
  nChanged 1
		SP:Iteration 43Q (100895.330000 sec): 3 clusters
  Score: Raw -294659.066160 + Penalty 2599.895538 = -292059.170622
  nChanged 1
		SP:Iteration 44Q (100895.560000 sec): 3 clusters
  Score: Raw -294659.149594 + Penalty 2599.895538 = -292059.254056
  nChanged 0
		SP:Iteration 45F (100895.730000 sec): 3 clusters
  Score: Raw -294659.149594 + Penalty 2599.895538 = -292059.254056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100895.850000 sec): 2 clusters
  Score: Raw -200834.738817 + Penalty 1237.165309 = -199597.573507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100896.040000 sec): 3 clusters
  Score: Raw -199975.300032 + Penalty 2474.330618 = -197500.969413
  nChanged 728
		SP:Iteration 1F (100896.210000 sec): 3 clusters
  Score: Raw -200490.531549 + Penalty 2474.330618 = -198016.200930
  nChanged 194
		SP:Iteration 2F (100896.420000 sec): 3 clusters
  Score: Raw -200687.322576 + Penalty 2474.330618 = -198212.991957
  nChanged 128
		SP:Iteration 3F (100896.610000 sec): 3 clusters
  Score: Raw -200809.941721 + Penalty 2474.330618 = -198335.611103
  nChanged 98
		SP:Iteration 4Q (100896.830000 sec): 3 clusters
  Score: Raw -200923.481275 + Penalty 2474.330618 = -198449.150657
  nChanged 96
		SP:Iteration 5Q (100897.040000 sec): 3 clusters
  Score: Raw -201022.789927 + Penalty 2474.330618 = -198548.459308
  nChanged 84
		SP:Iteration 6Q (100897.230000 sec): 3 clusters
  Score: Raw -201129.015100 + Penalty 2474.330618 = -198654.684482
  nChanged 84
		SP:Iteration 7Q (100897.440000 sec): 3 clusters
  Score: Raw -201224.317611 + Penalty 2474.330618 = -198749.986992
  nChanged 76
		SP:Iteration 8Q (100897.690000 sec): 3 clusters
  Score: Raw -201298.510721 + Penalty 2474.330618 = -198824.180103
  nChanged 56
		SP:Iteration 9Q (100897.910000 sec): 3 clusters
  Score: Raw -201346.784234 + Penalty 2474.330618 = -198872.453615
  nChanged 29
		SP:Iteration 10Q (100898.090000 sec): 3 clusters
  Score: Raw -201370.063897 + Penalty 2474.330618 = -198895.733279
  nChanged 23
		SP:Iteration 11Q (100898.270000 sec): 3 clusters
  Score: Raw -201390.530164 + Penalty 2474.330618 = -198916.199545
  nChanged 16
		SP:Iteration 12Q (100898.480000 sec): 3 clusters
  Score: Raw -201400.065229 + Penalty 2474.330618 = -198925.734610
  nChanged 10
		SP:Iteration 13Q (100898.650000 sec): 3 clusters
  Score: Raw -201406.307190 + Penalty 2474.330618 = -198931.976572
  nChanged 7
		SP:Iteration 14Q (100898.890000 sec): 3 clusters
  Score: Raw -201410.450455 + Penalty 2474.330618 = -198936.119837
  nChanged 6
		SP:Iteration 15Q (100899.040000 sec): 3 clusters
  Score: Raw -201414.106292 + Penalty 2474.330618 = -198939.775674
  nChanged 4
		SP:Iteration 16Q (100899.290000 sec): 3 clusters
  Score: Raw -201417.345922 + Penalty 2474.330618 = -198943.015303
  nChanged 4
		SP:Iteration 17Q (100899.450000 sec): 3 clusters
  Score: Raw -201419.018048 + Penalty 2474.330618 = -198944.687430
  nChanged 1
		SP:Iteration 18Q (100899.700000 sec): 3 clusters
  Score: Raw -201419.444938 + Penalty 2474.330618 = -198945.114319
  nChanged 0
		SP:Iteration 19F (100899.870000 sec): 3 clusters
  Score: Raw -201420.269321 + Penalty 2474.330618 = -198945.938703
  nChanged 1
		SP:Iteration 20F (100900.080000 sec): 3 clusters
  Score: Raw -201421.883403 + Penalty 2474.330618 = -198947.552785
  nChanged 2
		SP:Iteration 21Q (100900.250000 sec): 3 clusters
  Score: Raw -201425.128728 + Penalty 2474.330618 = -198950.798110
  nChanged 4
		SP:Iteration 22Q (100900.420000 sec): 3 clusters
  Score: Raw -201428.471072 + Penalty 2474.330618 = -198954.140454
  nChanged 6
		SP:Iteration 23Q (100900.630000 sec): 3 clusters
  Score: Raw -201431.471123 + Penalty 2474.330618 = -198957.140504
  nChanged 1
		SP:Iteration 24Q (100900.800000 sec): 3 clusters
  Score: Raw -201431.730820 + Penalty 2474.330618 = -198957.400202
  nChanged 1
		SP:Iteration 25Q (100901.010000 sec): 3 clusters
  Score: Raw -201432.144050 + Penalty 2474.330618 = -198957.813432
  nChanged 1
		SP:Iteration 26Q (100901.220000 sec): 3 clusters
  Score: Raw -201432.339631 + Penalty 2474.330618 = -198958.009013
  nChanged 0
		SP:Iteration 27F (100901.410000 sec): 3 clusters
  Score: Raw -201432.339631 + Penalty 2474.330618 = -198958.009013
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100901.530000 sec): 2 clusters
  Score: Raw -848398.419490 + Penalty 1460.703610 = -846937.715880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100901.770000 sec): 3 clusters
  Score: Raw -844048.073560 + Penalty 2921.407220 = -841126.666341
  nChanged 3387
		SP:Iteration 1F (100902.030000 sec): 3 clusters
  Score: Raw -845882.214970 + Penalty 2921.407220 = -842960.807750
  nChanged 566
		SP:Iteration 2F (100902.250000 sec): 3 clusters
  Score: Raw -846197.084963 + Penalty 2921.407220 = -843275.677744
  nChanged 488
		SP:Iteration 3F (100902.480000 sec): 3 clusters
  Score: Raw -846513.802889 + Penalty 2921.407220 = -843592.395670
  nChanged 521
		SP:Iteration 4F (100902.710000 sec): 3 clusters
  Score: Raw -846947.801662 + Penalty 2921.407220 = -844026.394442
  nChanged 606
		SP:Iteration 5F (100902.930000 sec): 3 clusters
  Score: Raw -847483.795509 + Penalty 2921.407220 = -844562.388290
  nChanged 590
		SP:Iteration 6F (100903.170000 sec): 3 clusters
  Score: Raw -847946.188207 + Penalty 2921.407220 = -845024.780987
  nChanged 435
		SP:Iteration 7F (100903.420000 sec): 3 clusters
  Score: Raw -848197.773998 + Penalty 2921.407220 = -845276.366778
  nChanged 293
		SP:Iteration 8Q (100903.630000 sec): 3 clusters
  Score: Raw -848352.410925 + Penalty 2921.407220 = -845431.003706
  nChanged 221
		SP:Iteration 9Q (100903.920000 sec): 3 clusters
  Score: Raw -848450.514466 + Penalty 2921.407220 = -845529.107246
  nChanged 147
		SP:Iteration 10Q (100904.170000 sec): 3 clusters
  Score: Raw -848507.819212 + Penalty 2921.407220 = -845586.411992
  nChanged 98
		SP:Iteration 11Q (100904.400000 sec): 3 clusters
  Score: Raw -848537.056592 + Penalty 2921.407220 = -845615.649372
  nChanged 69
		SP:Iteration 12Q (100904.610000 sec): 3 clusters
  Score: Raw -848552.847886 + Penalty 2921.407220 = -845631.440667
  nChanged 47
		SP:Iteration 13Q (100904.860000 sec): 3 clusters
  Score: Raw -848564.169783 + Penalty 2921.407220 = -845642.762564
  nChanged 41
		SP:Iteration 14Q (100905.090000 sec): 3 clusters
  Score: Raw -848574.130119 + Penalty 2921.407220 = -845652.722899
  nChanged 38
		SP:Iteration 15Q (100905.280000 sec): 3 clusters
  Score: Raw -848582.567102 + Penalty 2921.407220 = -845661.159882
  nChanged 33
		SP:Iteration 16Q (100905.560000 sec): 3 clusters
  Score: Raw -848589.163220 + Penalty 2921.407220 = -845667.756000
  nChanged 22
		SP:Iteration 17Q (100905.760000 sec): 3 clusters
  Score: Raw -848593.384128 + Penalty 2921.407220 = -845671.976909
  nChanged 20
		SP:Iteration 18Q (100906.030000 sec): 3 clusters
  Score: Raw -848596.326058 + Penalty 2921.407220 = -845674.918839
  nChanged 12
		SP:Iteration 19Q (100906.280000 sec): 3 clusters
  Score: Raw -848598.304787 + Penalty 2921.407220 = -845676.897567
  nChanged 9
		SP:Iteration 20F (100906.500000 sec): 3 clusters
  Score: Raw -848599.631508 + Penalty 2921.407220 = -845678.224289
  nChanged 11
		SP:Iteration 21Q (100906.760000 sec): 3 clusters
  Score: Raw -848600.997286 + Penalty 2921.407220 = -845679.590067
  nChanged 5
		SP:Iteration 22Q (100907.010000 sec): 3 clusters
  Score: Raw -848602.021260 + Penalty 2921.407220 = -845680.614040
  nChanged 6
		SP:Iteration 23Q (100907.290000 sec): 3 clusters
  Score: Raw -848602.919110 + Penalty 2921.407220 = -845681.511891
  nChanged 5
		SP:Iteration 24Q (100907.510000 sec): 3 clusters
  Score: Raw -848603.595818 + Penalty 2921.407220 = -845682.188598
  nChanged 0
		SP:Iteration 25F (100907.720000 sec): 3 clusters
  Score: Raw -848603.595818 + Penalty 2921.407220 = -845682.188598
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (31049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100908.000000 sec): 2 clusters
  Score: Raw -3428414.006979 + Penalty 1680.789806 = -3426733.217173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100908.310000 sec): 3 clusters
  Score: Raw -3409110.750507 + Penalty 3361.579611 = -3405749.170895
  nChanged 14296
		SP:Iteration 1F (100908.620000 sec): 3 clusters
  Score: Raw -3417019.312392 + Penalty 3361.579611 = -3413657.732781
  nChanged 1222
		SP:Iteration 2Q (100908.920000 sec): 3 clusters
  Score: Raw -3417379.374921 + Penalty 3361.579611 = -3414017.795310
  nChanged 1237
		SP:Iteration 3Q (100909.250000 sec): 3 clusters
  Score: Raw -3417776.362300 + Penalty 3361.579611 = -3414414.782689
  nChanged 1271
		SP:Iteration 4Q (100909.530000 sec): 3 clusters
  Score: Raw -3418271.832892 + Penalty 3361.579611 = -3414910.253281
  nChanged 1568
		SP:Iteration 5F (100909.850000 sec): 3 clusters
  Score: Raw -3419081.240470 + Penalty 3361.579611 = -3415719.660859
  nChanged 1866
		SP:Iteration 6F (100910.200000 sec): 3 clusters
  Score: Raw -3420280.977656 + Penalty 3361.579611 = -3416919.398045
  nChanged 2263
		SP:Iteration 7F (100910.540000 sec): 3 clusters
  Score: Raw -3422093.767369 + Penalty 3361.579611 = -3418732.187758
  nChanged 2391
		SP:Iteration 8F (100910.880000 sec): 3 clusters
  Score: Raw -3424271.966405 + Penalty 3361.579611 = -3420910.386794
  nChanged 2035
		SP:Iteration 9F (100911.180000 sec): 3 clusters
  Score: Raw -3426285.409261 + Penalty 3361.579611 = -3422923.829650
  nChanged 1323
		SP:Iteration 10Q (100911.490000 sec): 3 clusters
  Score: Raw -3427559.770709 + Penalty 3361.579611 = -3424198.191097
  nChanged 595
		SP:Iteration 11Q (100911.790000 sec): 3 clusters
  Score: Raw -3428101.113888 + Penalty 3361.579611 = -3424739.534276
  nChanged 255
		SP:Iteration 12Q (100912.110000 sec): 3 clusters
  Score: Raw -3428341.201770 + Penalty 3361.579611 = -3424979.622159
  nChanged 116
		SP:Iteration 13Q (100912.470000 sec): 3 clusters
  Score: Raw -3428464.270578 + Penalty 3361.579611 = -3425102.690967
  nChanged 59
		SP:Iteration 14Q (100912.770000 sec): 3 clusters
  Score: Raw -3428526.904502 + Penalty 3361.579611 = -3425165.324890
  nChanged 30
		SP:Iteration 15Q (100913.120000 sec): 3 clusters
  Score: Raw -3428568.886060 + Penalty 3361.579611 = -3425207.306449
  nChanged 15
		SP:Iteration 16Q (100913.410000 sec): 3 clusters
  Score: Raw -3428584.491680 + Penalty 3361.579611 = -3425222.912069
  nChanged 12
		SP:Iteration 17Q (100913.720000 sec): 3 clusters
  Score: Raw -3428597.846241 + Penalty 3361.579611 = -3425236.266630
  nChanged 10
		SP:Iteration 18Q (100914.050000 sec): 3 clusters
  Score: Raw -3428606.617706 + Penalty 3361.579611 = -3425245.038095
  nChanged 8
		SP:Iteration 19Q (100914.330000 sec): 3 clusters
  Score: Raw -3428615.740500 + Penalty 3361.579611 = -3425254.160889
  nChanged 10
		SP:Iteration 20F (100914.710000 sec): 3 clusters
  Score: Raw -3428628.347310 + Penalty 3361.579611 = -3425266.767699
  nChanged 1
		SP:Iteration 21Q (100915.030000 sec): 3 clusters
  Score: Raw -3428629.164890 + Penalty 3361.579611 = -3425267.585279
  nChanged 0
		SP:Iteration 22F (100915.380000 sec): 3 clusters
  Score: Raw -3428629.164890 + Penalty 3361.579611 = -3425267.585279
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100915.500000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100915.670000 sec): 3 clusters
  Score: Raw -45520.738899 + Penalty 1980.410175 = -43540.328724
  nChanged 93
		SP:Iteration 1F (100915.860000 sec): 3 clusters
  Score: Raw -45663.409274 + Penalty 1980.410175 = -43682.999099
  nChanged 20
		SP:Iteration 2Q (100916.050000 sec): 3 clusters
  Score: Raw -45691.938980 + Penalty 1980.410175 = -43711.528805
  nChanged 1
		SP:Iteration 3Q (100916.160000 sec): 3 clusters
  Score: Raw -45692.676439 + Penalty 1980.410175 = -43712.266264
  nChanged 0
		SP:Iteration 4F (100916.330000 sec): 3 clusters
  Score: Raw -45692.676439 + Penalty 1980.410175 = -43712.266264
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100916.410000 sec): 2 clusters
  Score: Raw -106784.829708 + Penalty 1139.615066 = -105645.214642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100916.600000 sec): 3 clusters
  Score: Raw -106441.247841 + Penalty 2279.230132 = -104162.017709
  nChanged 381
		SP:Iteration 1F (100916.810000 sec): 3 clusters
  Score: Raw -106822.442865 + Penalty 2279.230132 = -104543.212733
  nChanged 104
		SP:Iteration 2F (100917.030000 sec): 3 clusters
  Score: Raw -106965.929683 + Penalty 2279.230132 = -104686.699551
  nChanged 61
		SP:Iteration 3F (100917.240000 sec): 3 clusters
  Score: Raw -107057.974476 + Penalty 2279.230132 = -104778.744344
  nChanged 46
		SP:Iteration 4Q (100917.440000 sec): 3 clusters
  Score: Raw -107114.675758 + Penalty 2279.230132 = -104835.445627
  nChanged 37
		SP:Iteration 5Q (100917.610000 sec): 3 clusters
  Score: Raw -107155.947314 + Penalty 2279.230132 = -104876.717183
  nChanged 27
		SP:Iteration 6Q (100917.810000 sec): 3 clusters
  Score: Raw -107181.981046 + Penalty 2279.230132 = -104902.750914
  nChanged 20
		SP:Iteration 7Q (100917.980000 sec): 3 clusters
  Score: Raw -107198.311001 + Penalty 2279.230132 = -104919.080869
  nChanged 15
		SP:Iteration 8Q (100918.150000 sec): 3 clusters
  Score: Raw -107209.808098 + Penalty 2279.230132 = -104930.577966
  nChanged 10
		SP:Iteration 9Q (100918.390000 sec): 3 clusters
  Score: Raw -107218.574564 + Penalty 2279.230132 = -104939.344432
  nChanged 10
		SP:Iteration 10Q (100918.560000 sec): 3 clusters
  Score: Raw -107235.622369 + Penalty 2279.230132 = -104956.392237
  nChanged 10
		SP:Iteration 11Q (100918.730000 sec): 3 clusters
  Score: Raw -107247.537909 + Penalty 2279.230132 = -104968.307778
  nChanged 11
		SP:Iteration 12Q (100918.930000 sec): 3 clusters
  Score: Raw -107258.377300 + Penalty 2279.230132 = -104979.147168
  nChanged 10
		SP:Iteration 13Q (100919.090000 sec): 3 clusters
  Score: Raw -107267.093817 + Penalty 2279.230132 = -104987.863686
  nChanged 8
		SP:Iteration 14Q (100919.300000 sec): 3 clusters
  Score: Raw -107275.964004 + Penalty 2279.230132 = -104996.733873
  nChanged 11
		SP:Iteration 15Q (100919.470000 sec): 3 clusters
  Score: Raw -107289.487314 + Penalty 2279.230132 = -105010.257183
  nChanged 7
		SP:Iteration 16Q (100919.640000 sec): 3 clusters
  Score: Raw -107301.564905 + Penalty 2279.230132 = -105022.334774
  nChanged 8
		SP:Iteration 17Q (100919.830000 sec): 3 clusters
  Score: Raw -107307.745429 + Penalty 2279.230132 = -105028.515297
  nChanged 6
		SP:Iteration 18Q (100919.990000 sec): 3 clusters
  Score: Raw -107314.627285 + Penalty 2279.230132 = -105035.397153
  nChanged 7
		SP:Iteration 19Q (100920.140000 sec): 3 clusters
  Score: Raw -107320.384676 + Penalty 2279.230132 = -105041.154544
  nChanged 4
		SP:Iteration 20F (100920.300000 sec): 3 clusters
  Score: Raw -107324.382082 + Penalty 2279.230132 = -105045.151951
  nChanged 1
		SP:Iteration 21Q (100920.510000 sec): 3 clusters
  Score: Raw -107324.956127 + Penalty 2279.230132 = -105045.725995
  nChanged 0
		SP:Iteration 22F (100920.670000 sec): 3 clusters
  Score: Raw -107324.956127 + Penalty 2279.230132 = -105045.725995
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100920.820000 sec): 2 clusters
  Score: Raw -1502362.617920 + Penalty 1557.361693 = -1500805.256227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100921.090000 sec): 3 clusters
  Score: Raw -1493909.004763 + Penalty 3114.723386 = -1490794.281377
  nChanged 6516
		SP:Iteration 1F (100921.310000 sec): 3 clusters
  Score: Raw -1497623.131942 + Penalty 3114.723386 = -1494508.408555
  nChanged 937
		SP:Iteration 2F (100921.560000 sec): 3 clusters
  Score: Raw -1498080.875720 + Penalty 3114.723386 = -1494966.152333
  nChanged 875
		SP:Iteration 3F (100921.810000 sec): 3 clusters
  Score: Raw -1498536.687921 + Penalty 3114.723386 = -1495421.964534
  nChanged 836
		SP:Iteration 4F (100922.060000 sec): 3 clusters
  Score: Raw -1499001.669103 + Penalty 3114.723386 = -1495886.945716
  nChanged 779
		SP:Iteration 5F (100922.310000 sec): 3 clusters
  Score: Raw -1499430.954180 + Penalty 3114.723386 = -1496316.230793
  nChanged 653
		SP:Iteration 6Q (100922.630000 sec): 3 clusters
  Score: Raw -1499790.446848 + Penalty 3114.723386 = -1496675.723461
  nChanged 594
		SP:Iteration 7Q (100922.920000 sec): 3 clusters
  Score: Raw -1500148.109321 + Penalty 3114.723386 = -1497033.385935
  nChanged 582
		SP:Iteration 8Q (100923.140000 sec): 3 clusters
  Score: Raw -1500540.920666 + Penalty 3114.723386 = -1497426.197279
  nChanged 553
		SP:Iteration 9Q (100923.430000 sec): 3 clusters
  Score: Raw -1500870.957895 + Penalty 3114.723386 = -1497756.234508
  nChanged 430
		SP:Iteration 10Q (100923.690000 sec): 3 clusters
  Score: Raw -1501089.584424 + Penalty 3114.723386 = -1497974.861038
  nChanged 356
		SP:Iteration 11Q (100923.980000 sec): 3 clusters
  Score: Raw -1501228.991932 + Penalty 3114.723386 = -1498114.268545
  nChanged 249
		SP:Iteration 12Q (100924.290000 sec): 3 clusters
  Score: Raw -1501310.832071 + Penalty 3114.723386 = -1498196.108684
  nChanged 182
		SP:Iteration 13Q (100924.570000 sec): 3 clusters
  Score: Raw -1501364.193334 + Penalty 3114.723386 = -1498249.469948
  nChanged 166
		SP:Iteration 14Q (100924.810000 sec): 3 clusters
  Score: Raw -1501414.387270 + Penalty 3114.723386 = -1498299.663884
  nChanged 168
		SP:Iteration 15Q (100925.120000 sec): 3 clusters
  Score: Raw -1501462.352668 + Penalty 3114.723386 = -1498347.629282
  nChanged 156
		SP:Iteration 16Q (100925.390000 sec): 3 clusters
  Score: Raw -1501518.351402 + Penalty 3114.723386 = -1498403.628016
  nChanged 147
		SP:Iteration 17Q (100925.710000 sec): 3 clusters
  Score: Raw -1501564.870077 + Penalty 3114.723386 = -1498450.146691
  nChanged 127
		SP:Iteration 18Q (100925.970000 sec): 3 clusters
  Score: Raw -1501602.524399 + Penalty 3114.723386 = -1498487.801012
  nChanged 125
		SP:Iteration 19Q (100926.240000 sec): 3 clusters
  Score: Raw -1501642.369393 + Penalty 3114.723386 = -1498527.646006
  nChanged 115
		SP:Iteration 20F (100926.470000 sec): 3 clusters
  Score: Raw -1501682.569746 + Penalty 3114.723386 = -1498567.846360
  nChanged 137
		SP:Iteration 21Q (100926.830000 sec): 3 clusters
  Score: Raw -1501729.255110 + Penalty 3114.723386 = -1498614.531724
  nChanged 134
		SP:Iteration 22Q (100927.130000 sec): 3 clusters
  Score: Raw -1501776.155533 + Penalty 3114.723386 = -1498661.432147
  nChanged 130
		SP:Iteration 23Q (100927.390000 sec): 3 clusters
  Score: Raw -1501818.965788 + Penalty 3114.723386 = -1498704.242401
  nChanged 114
		SP:Iteration 24Q (100927.620000 sec): 3 clusters
  Score: Raw -1501855.798895 + Penalty 3114.723386 = -1498741.075508
  nChanged 107
		SP:Iteration 25Q (100927.880000 sec): 3 clusters
  Score: Raw -1501893.113308 + Penalty 3114.723386 = -1498778.389921
  nChanged 109
		SP:Iteration 26Q (100928.080000 sec): 3 clusters
  Score: Raw -1501932.336953 + Penalty 3114.723386 = -1498817.613567
  nChanged 107
		SP:Iteration 27Q (100928.330000 sec): 3 clusters
  Score: Raw -1501969.949650 + Penalty 3114.723386 = -1498855.226263
  nChanged 116
		SP:Iteration 28Q (100928.570000 sec): 3 clusters
  Score: Raw -1502015.902303 + Penalty 3114.723386 = -1498901.178917
  nChanged 127
		SP:Iteration 29Q (100928.850000 sec): 3 clusters
  Score: Raw -1502065.410251 + Penalty 3114.723386 = -1498950.686864
  nChanged 127
		SP:Iteration 30Q (100929.090000 sec): 3 clusters
  Score: Raw -1502115.964686 + Penalty 3114.723386 = -1499001.241299
  nChanged 132
		SP:Iteration 31Q (100929.400000 sec): 3 clusters
  Score: Raw -1502175.565920 + Penalty 3114.723386 = -1499060.842534
  nChanged 136
		SP:Iteration 32Q (100929.640000 sec): 3 clusters
  Score: Raw -1502237.170317 + Penalty 3114.723386 = -1499122.446930
  nChanged 123
		SP:Iteration 33Q (100929.870000 sec): 3 clusters
  Score: Raw -1502284.802091 + Penalty 3114.723386 = -1499170.078704
  nChanged 113
		SP:Iteration 34Q (100930.110000 sec): 3 clusters
  Score: Raw -1502333.880058 + Penalty 3114.723386 = -1499219.156672
  nChanged 98
		SP:Iteration 35Q (100930.380000 sec): 3 clusters
  Score: Raw -1502369.526894 + Penalty 3114.723386 = -1499254.803508
  nChanged 83
		SP:Iteration 36Q (100930.630000 sec): 3 clusters
  Score: Raw -1502397.018743 + Penalty 3114.723386 = -1499282.295356
  nChanged 79
		SP:Iteration 37Q (100930.910000 sec): 3 clusters
  Score: Raw -1502430.730551 + Penalty 3114.723386 = -1499316.007164
  nChanged 79
		SP:Iteration 38Q (100931.160000 sec): 3 clusters
  Score: Raw -1502464.591167 + Penalty 3114.723386 = -1499349.867780
  nChanged 93
		SP:Iteration 39Q (100931.410000 sec): 3 clusters
  Score: Raw -1502505.746497 + Penalty 3114.723386 = -1499391.023111
  nChanged 93
		SP:Iteration 40F (100931.740000 sec): 3 clusters
  Score: Raw -1502550.833564 + Penalty 3114.723386 = -1499436.110178
  nChanged 81
		SP:Iteration 41Q (100931.970000 sec): 3 clusters
  Score: Raw -1502588.948875 + Penalty 3114.723386 = -1499474.225489
  nChanged 71
		SP:Iteration 42Q (100932.190000 sec): 3 clusters
  Score: Raw -1502622.160729 + Penalty 3114.723386 = -1499507.437342
  nChanged 70
		SP:Iteration 43Q (100932.410000 sec): 3 clusters
  Score: Raw -1502655.097411 + Penalty 3114.723386 = -1499540.374025
  nChanged 64
		SP:Iteration 44Q (100932.640000 sec): 3 clusters
  Score: Raw -1502688.375602 + Penalty 3114.723386 = -1499573.652216
  nChanged 51
		SP:Iteration 45Q (100932.900000 sec): 3 clusters
  Score: Raw -1502724.365488 + Penalty 3114.723386 = -1499609.642102
  nChanged 61
		SP:Iteration 46Q (100933.100000 sec): 3 clusters
  Score: Raw -1502757.260486 + Penalty 3114.723386 = -1499642.537100
  nChanged 47
		SP:Iteration 47Q (100933.360000 sec): 3 clusters
  Score: Raw -1502785.102551 + Penalty 3114.723386 = -1499670.379165
  nChanged 46
		SP:Iteration 48Q (100933.610000 sec): 3 clusters
  Score: Raw -1502808.425577 + Penalty 3114.723386 = -1499693.702190
  nChanged 24
		SP:Iteration 49Q (100933.840000 sec): 3 clusters
  Score: Raw -1502826.748731 + Penalty 3114.723386 = -1499712.025345
  nChanged 31
		SP:Iteration 50Q (100934.100000 sec): 3 clusters
  Score: Raw -1502846.146262 + Penalty 3114.723386 = -1499731.422875
  nChanged 33
		SP:Iteration 51Q (100934.340000 sec): 3 clusters
  Score: Raw -1502868.022938 + Penalty 3114.723386 = -1499753.299552
  nChanged 35
		SP:Iteration 52Q (100934.590000 sec): 3 clusters
  Score: Raw -1502895.407868 + Penalty 3114.723386 = -1499780.684482
  nChanged 41
		SP:Iteration 53Q (100934.840000 sec): 3 clusters
  Score: Raw -1502939.142311 + Penalty 3114.723386 = -1499824.418924
  nChanged 38
		SP:Iteration 54Q (100935.070000 sec): 3 clusters
  Score: Raw -1502979.947970 + Penalty 3114.723386 = -1499865.224584
  nChanged 35
		SP:Iteration 55Q (100935.310000 sec): 3 clusters
  Score: Raw -1503012.221924 + Penalty 3114.723386 = -1499897.498538
  nChanged 35
		SP:Iteration 56Q (100935.520000 sec): 3 clusters
  Score: Raw -1503051.597766 + Penalty 3114.723386 = -1499936.874380
  nChanged 26
		SP:Iteration 57Q (100935.770000 sec): 3 clusters
  Score: Raw -1503077.414133 + Penalty 3114.723386 = -1499962.690747
  nChanged 30
		SP:Iteration 58Q (100936.010000 sec): 3 clusters
  Score: Raw -1503101.254209 + Penalty 3114.723386 = -1499986.530823
  nChanged 20
		SP:Iteration 59Q (100936.260000 sec): 3 clusters
  Score: Raw -1503116.144913 + Penalty 3114.723386 = -1500001.421526
  nChanged 17
		SP:Iteration 60F (100936.530000 sec): 3 clusters
  Score: Raw -1503128.121295 + Penalty 3114.723386 = -1500013.397909
  nChanged 13
		SP:Iteration 61Q (100936.780000 sec): 3 clusters
  Score: Raw -1503134.669932 + Penalty 3114.723386 = -1500019.946545
  nChanged 12
		SP:Iteration 62Q (100937.020000 sec): 3 clusters
  Score: Raw -1503140.476196 + Penalty 3114.723386 = -1500025.752810
  nChanged 9
		SP:Iteration 63Q (100937.200000 sec): 3 clusters
  Score: Raw -1503145.690110 + Penalty 3114.723386 = -1500030.966723
  nChanged 9
		SP:Iteration 64Q (100937.470000 sec): 3 clusters
  Score: Raw -1503148.767564 + Penalty 3114.723386 = -1500034.044178
  nChanged 3
		SP:Iteration 65Q (100937.680000 sec): 3 clusters
  Score: Raw -1503149.424504 + Penalty 3114.723386 = -1500034.701118
  nChanged 3
		SP:Iteration 66Q (100937.890000 sec): 3 clusters
  Score: Raw -1503150.012642 + Penalty 3114.723386 = -1500035.289255
  nChanged 2
		SP:Iteration 67Q (100938.120000 sec): 3 clusters
  Score: Raw -1503150.642828 + Penalty 3114.723386 = -1500035.919442
  nChanged 0
		SP:Iteration 68F (100938.360000 sec): 3 clusters
  Score: Raw -1503150.642828 + Penalty 3114.723386 = -1500035.919442
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100938.500000 sec): 2 clusters
  Score: Raw -107772.003680 + Penalty 1146.908415 = -106625.095265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100938.700000 sec): 3 clusters
  Score: Raw -107385.921869 + Penalty 2293.816830 = -105092.105040
  nChanged 386
		SP:Iteration 1F (100938.850000 sec): 3 clusters
  Score: Raw -107761.431251 + Penalty 2293.816830 = -105467.614422
  nChanged 103
		SP:Iteration 2F (100939.070000 sec): 3 clusters
  Score: Raw -107887.951050 + Penalty 2293.816830 = -105594.134220
  nChanged 63
		SP:Iteration 3F (100939.240000 sec): 3 clusters
  Score: Raw -107973.234633 + Penalty 2293.816830 = -105679.417804
  nChanged 59
		SP:Iteration 4F (100939.420000 sec): 3 clusters
  Score: Raw -108044.150543 + Penalty 2293.816830 = -105750.333713
  nChanged 49
		SP:Iteration 5Q (100939.630000 sec): 3 clusters
  Score: Raw -108142.817097 + Penalty 2293.816830 = -105849.000268
  nChanged 42
		SP:Iteration 6Q (100939.850000 sec): 3 clusters
  Score: Raw -108229.311685 + Penalty 2293.816830 = -105935.494855
  nChanged 44
		SP:Iteration 7Q (100940.050000 sec): 3 clusters
  Score: Raw -108315.961465 + Penalty 2293.816830 = -106022.144636
  nChanged 42
		SP:Iteration 8Q (100940.220000 sec): 3 clusters
  Score: Raw -108407.514313 + Penalty 2293.816830 = -106113.697484
  nChanged 41
		SP:Iteration 9Q (100940.390000 sec): 3 clusters
  Score: Raw -108484.057633 + Penalty 2293.816830 = -106190.240804
  nChanged 28
		SP:Iteration 10Q (100940.610000 sec): 3 clusters
  Score: Raw -108521.766713 + Penalty 2293.816830 = -106227.949883
  nChanged 17
		SP:Iteration 11Q (100940.780000 sec): 3 clusters
  Score: Raw -108548.534422 + Penalty 2293.816830 = -106254.717592
  nChanged 12
		SP:Iteration 12Q (100940.990000 sec): 3 clusters
  Score: Raw -108564.232178 + Penalty 2293.816830 = -106270.415349
  nChanged 11
		SP:Iteration 13Q (100941.170000 sec): 3 clusters
  Score: Raw -108575.252346 + Penalty 2293.816830 = -106281.435516
  nChanged 6
		SP:Iteration 14Q (100941.360000 sec): 3 clusters
  Score: Raw -108581.893603 + Penalty 2293.816830 = -106288.076773
  nChanged 8
		SP:Iteration 15Q (100941.570000 sec): 3 clusters
  Score: Raw -108591.344316 + Penalty 2293.816830 = -106297.527486
  nChanged 3
		SP:Iteration 16Q (100941.820000 sec): 3 clusters
  Score: Raw -108594.204321 + Penalty 2293.816830 = -106300.387491
  nChanged 3
		SP:Iteration 17Q (100941.950000 sec): 3 clusters
  Score: Raw -108596.153199 + Penalty 2293.816830 = -106302.336369
  nChanged 2
		SP:Iteration 18Q (100942.170000 sec): 3 clusters
  Score: Raw -108597.138371 + Penalty 2293.816830 = -106303.321542
  nChanged 1
		SP:Iteration 19Q (100942.300000 sec): 3 clusters
  Score: Raw -108598.437140 + Penalty 2293.816830 = -106304.620310
  nChanged 1
		SP:Iteration 20F (100942.480000 sec): 3 clusters
  Score: Raw -108598.797892 + Penalty 2293.816830 = -106304.981063
  nChanged 1
		SP:Iteration 21Q (100942.670000 sec): 3 clusters
  Score: Raw -108599.116564 + Penalty 2293.816830 = -106305.299734
  nChanged 1
		SP:Iteration 22Q (100942.930000 sec): 3 clusters
  Score: Raw -108600.205862 + Penalty 2293.816830 = -106306.389032
  nChanged 0
		SP:Iteration 23F (100943.090000 sec): 3 clusters
  Score: Raw -108600.205862 + Penalty 2293.816830 = -106306.389032
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100943.310000 sec): 2 clusters
  Score: Raw -2332514.398573 + Penalty 1627.405859 = -2330886.992713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100943.670000 sec): 3 clusters
  Score: Raw -2318925.488382 + Penalty 3254.811719 = -2315670.676664
  nChanged 10149
		SP:Iteration 1F (100943.960000 sec): 3 clusters
  Score: Raw -2324546.485245 + Penalty 3254.811719 = -2321291.673526
  nChanged 1242
		SP:Iteration 2F (100944.250000 sec): 3 clusters
  Score: Raw -2325083.143067 + Penalty 3254.811719 = -2321828.331348
  nChanged 1237
		SP:Iteration 3F (100944.550000 sec): 3 clusters
  Score: Raw -2325666.127128 + Penalty 3254.811719 = -2322411.315410
  nChanged 1285
		SP:Iteration 4F (100944.870000 sec): 3 clusters
  Score: Raw -2326374.878912 + Penalty 3254.811719 = -2323120.067193
  nChanged 1348
		SP:Iteration 5F (100945.180000 sec): 3 clusters
  Score: Raw -2327237.577488 + Penalty 3254.811719 = -2323982.765769
  nChanged 1377
		SP:Iteration 6F (100945.470000 sec): 3 clusters
  Score: Raw -2328124.207050 + Penalty 3254.811719 = -2324869.395331
  nChanged 1275
		SP:Iteration 7F (100945.780000 sec): 3 clusters
  Score: Raw -2328977.905686 + Penalty 3254.811719 = -2325723.093967
  nChanged 1152
		SP:Iteration 8F (100946.080000 sec): 3 clusters
  Score: Raw -2329735.692026 + Penalty 3254.811719 = -2326480.880307
  nChanged 1007
		SP:Iteration 9Q (100946.370000 sec): 3 clusters
  Score: Raw -2330341.886259 + Penalty 3254.811719 = -2327087.074540
  nChanged 851
		SP:Iteration 10Q (100946.670000 sec): 3 clusters
  Score: Raw -2330807.780310 + Penalty 3254.811719 = -2327552.968591
  nChanged 698
		SP:Iteration 11Q (100946.980000 sec): 3 clusters
  Score: Raw -2331158.855242 + Penalty 3254.811719 = -2327904.043523
  nChanged 545
		SP:Iteration 12Q (100947.280000 sec): 3 clusters
  Score: Raw -2331359.798689 + Penalty 3254.811719 = -2328104.986970
  nChanged 407
		SP:Iteration 13Q (100947.590000 sec): 3 clusters
  Score: Raw -2331482.520841 + Penalty 3254.811719 = -2328227.709122
  nChanged 298
		SP:Iteration 14Q (100947.890000 sec): 3 clusters
  Score: Raw -2331572.399156 + Penalty 3254.811719 = -2328317.587438
  nChanged 270
		SP:Iteration 15Q (100948.220000 sec): 3 clusters
  Score: Raw -2331645.703098 + Penalty 3254.811719 = -2328390.891379
  nChanged 246
		SP:Iteration 16Q (100948.530000 sec): 3 clusters
  Score: Raw -2331709.028434 + Penalty 3254.811719 = -2328454.216715
  nChanged 201
		SP:Iteration 17Q (100948.820000 sec): 3 clusters
  Score: Raw -2331756.096122 + Penalty 3254.811719 = -2328501.284403
  nChanged 170
		SP:Iteration 18Q (100949.070000 sec): 3 clusters
  Score: Raw -2331792.258114 + Penalty 3254.811719 = -2328537.446395
  nChanged 142
		SP:Iteration 19Q (100949.430000 sec): 3 clusters
  Score: Raw -2331819.792458 + Penalty 3254.811719 = -2328564.980739
  nChanged 139
		SP:Iteration 20F (100949.700000 sec): 3 clusters
  Score: Raw -2331843.920521 + Penalty 3254.811719 = -2328589.108802
  nChanged 118
		SP:Iteration 21Q (100949.990000 sec): 3 clusters
  Score: Raw -2331861.967528 + Penalty 3254.811719 = -2328607.155809
  nChanged 91
		SP:Iteration 22Q (100950.340000 sec): 3 clusters
  Score: Raw -2331876.579901 + Penalty 3254.811719 = -2328621.768182
  nChanged 88
		SP:Iteration 23Q (100950.660000 sec): 3 clusters
  Score: Raw -2331887.183032 + Penalty 3254.811719 = -2328632.371313
  nChanged 73
		SP:Iteration 24Q (100950.960000 sec): 3 clusters
  Score: Raw -2331895.285908 + Penalty 3254.811719 = -2328640.474190
  nChanged 70
		SP:Iteration 25Q (100951.240000 sec): 3 clusters
  Score: Raw -2331903.410930 + Penalty 3254.811719 = -2328648.599211
  nChanged 53
		SP:Iteration 26Q (100951.520000 sec): 3 clusters
  Score: Raw -2331908.815141 + Penalty 3254.811719 = -2328654.003422
  nChanged 42
		SP:Iteration 27Q (100951.900000 sec): 3 clusters
  Score: Raw -2331912.462608 + Penalty 3254.811719 = -2328657.650889
  nChanged 38
		SP:Iteration 28Q (100952.150000 sec): 3 clusters
  Score: Raw -2331915.468059 + Penalty 3254.811719 = -2328660.656340
  nChanged 34
		SP:Iteration 29Q (100952.420000 sec): 3 clusters
  Score: Raw -2331918.110102 + Penalty 3254.811719 = -2328663.298384
  nChanged 33
		SP:Iteration 30Q (100952.750000 sec): 3 clusters
  Score: Raw -2331921.092271 + Penalty 3254.811719 = -2328666.280552
  nChanged 36
		SP:Iteration 31Q (100953.010000 sec): 3 clusters
  Score: Raw -2331924.166378 + Penalty 3254.811719 = -2328669.354660
  nChanged 30
		SP:Iteration 32Q (100953.320000 sec): 3 clusters
  Score: Raw -2331926.707610 + Penalty 3254.811719 = -2328671.895891
  nChanged 24
		SP:Iteration 33Q (100953.590000 sec): 3 clusters
  Score: Raw -2331928.465472 + Penalty 3254.811719 = -2328673.653753
  nChanged 19
		SP:Iteration 34Q (100953.900000 sec): 3 clusters
  Score: Raw -2331929.747013 + Penalty 3254.811719 = -2328674.935294
  nChanged 22
		SP:Iteration 35Q (100954.150000 sec): 3 clusters
  Score: Raw -2331931.641232 + Penalty 3254.811719 = -2328676.829513
  nChanged 20
		SP:Iteration 36Q (100954.490000 sec): 3 clusters
  Score: Raw -2331933.126218 + Penalty 3254.811719 = -2328678.314499
  nChanged 21
		SP:Iteration 37Q (100954.810000 sec): 3 clusters
  Score: Raw -2331934.642940 + Penalty 3254.811719 = -2328679.831221
  nChanged 22
		SP:Iteration 38Q (100955.090000 sec): 3 clusters
  Score: Raw -2331935.795643 + Penalty 3254.811719 = -2328680.983924
  nChanged 14
		SP:Iteration 39Q (100955.340000 sec): 3 clusters
  Score: Raw -2331936.517469 + Penalty 3254.811719 = -2328681.705751
  nChanged 10
		SP:Iteration 40F (100955.650000 sec): 3 clusters
  Score: Raw -2331937.066677 + Penalty 3254.811719 = -2328682.254959
  nChanged 7
		SP:Iteration 41Q (100955.940000 sec): 3 clusters
  Score: Raw -2331937.324253 + Penalty 3254.811719 = -2328682.512535
  nChanged 2
		SP:Iteration 42Q (100956.200000 sec): 3 clusters
  Score: Raw -2331937.431050 + Penalty 3254.811719 = -2328682.619332
  nChanged 2
		SP:Iteration 43Q (100956.510000 sec): 3 clusters
  Score: Raw -2331937.497889 + Penalty 3254.811719 = -2328682.686170
  nChanged 4
		SP:Iteration 44Q (100956.780000 sec): 3 clusters
  Score: Raw -2331937.695212 + Penalty 3254.811719 = -2328682.883493
  nChanged 4
		SP:Iteration 45Q (100957.120000 sec): 3 clusters
  Score: Raw -2331938.091287 + Penalty 3254.811719 = -2328683.279568
  nChanged 10
		SP:Iteration 46Q (100957.390000 sec): 3 clusters
  Score: Raw -2331939.106420 + Penalty 3254.811719 = -2328684.294701
  nChanged 13
		SP:Iteration 47Q (100957.680000 sec): 3 clusters
  Score: Raw -2331940.040874 + Penalty 3254.811719 = -2328685.229155
  nChanged 16
		SP:Iteration 48Q (100957.990000 sec): 3 clusters
  Score: Raw -2331941.114875 + Penalty 3254.811719 = -2328686.303156
  nChanged 11
		SP:Iteration 49Q (100958.320000 sec): 3 clusters
  Score: Raw -2331941.726686 + Penalty 3254.811719 = -2328686.914967
  nChanged 11
		SP:Iteration 50Q (100958.620000 sec): 3 clusters
  Score: Raw -2331942.406575 + Penalty 3254.811719 = -2328687.594857
  nChanged 10
		SP:Iteration 51Q (100958.920000 sec): 3 clusters
  Score: Raw -2331942.801705 + Penalty 3254.811719 = -2328687.989986
  nChanged 12
		SP:Iteration 52Q (100959.210000 sec): 3 clusters
  Score: Raw -2331943.624618 + Penalty 3254.811719 = -2328688.812899
  nChanged 16
		SP:Iteration 53Q (100959.530000 sec): 3 clusters
  Score: Raw -2331944.724208 + Penalty 3254.811719 = -2328689.912490
  nChanged 16
		SP:Iteration 54Q (100959.860000 sec): 3 clusters
  Score: Raw -2331945.846962 + Penalty 3254.811719 = -2328691.035243
  nChanged 15
		SP:Iteration 55Q (100960.160000 sec): 3 clusters
  Score: Raw -2331946.438111 + Penalty 3254.811719 = -2328691.626392
  nChanged 6
		SP:Iteration 56Q (100960.490000 sec): 3 clusters
  Score: Raw -2331946.787406 + Penalty 3254.811719 = -2328691.975688
  nChanged 8
		SP:Iteration 57Q (100960.820000 sec): 3 clusters
  Score: Raw -2331947.307690 + Penalty 3254.811719 = -2328692.495971
  nChanged 7
		SP:Iteration 58Q (100961.080000 sec): 3 clusters
  Score: Raw -2331947.870252 + Penalty 3254.811719 = -2328693.058534
  nChanged 9
		SP:Iteration 59Q (100961.430000 sec): 3 clusters
  Score: Raw -2331948.419228 + Penalty 3254.811719 = -2328693.607509
  nChanged 8
		SP:Iteration 60F (100961.730000 sec): 3 clusters
  Score: Raw -2331948.902878 + Penalty 3254.811719 = -2328694.091160
  nChanged 7
		SP:Iteration 61Q (100962.020000 sec): 3 clusters
  Score: Raw -2331949.355072 + Penalty 3254.811719 = -2328694.543353
  nChanged 10
		SP:Iteration 62Q (100962.390000 sec): 3 clusters
  Score: Raw -2331950.014397 + Penalty 3254.811719 = -2328695.202678
  nChanged 13
		SP:Iteration 63Q (100962.650000 sec): 3 clusters
  Score: Raw -2331951.045218 + Penalty 3254.811719 = -2328696.233499
  nChanged 18
		SP:Iteration 64Q (100962.950000 sec): 3 clusters
  Score: Raw -2331951.980091 + Penalty 3254.811719 = -2328697.168373
  nChanged 14
		SP:Iteration 65Q (100963.310000 sec): 3 clusters
  Score: Raw -2331952.921909 + Penalty 3254.811719 = -2328698.110190
  nChanged 10
		SP:Iteration 66Q (100963.620000 sec): 3 clusters
  Score: Raw -2331953.474025 + Penalty 3254.811719 = -2328698.662307
  nChanged 5
		SP:Iteration 67Q (100963.950000 sec): 3 clusters
  Score: Raw -2331953.722068 + Penalty 3254.811719 = -2328698.910350
  nChanged 6
		SP:Iteration 68Q (100964.290000 sec): 3 clusters
  Score: Raw -2331953.944344 + Penalty 3254.811719 = -2328699.132626
  nChanged 5
		SP:Iteration 69Q (100964.520000 sec): 3 clusters
  Score: Raw -2331954.115493 + Penalty 3254.811719 = -2328699.303774
  nChanged 3
		SP:Iteration 70Q (100964.840000 sec): 3 clusters
  Score: Raw -2331954.214669 + Penalty 3254.811719 = -2328699.402950
  nChanged 1
		SP:Iteration 71Q (100965.130000 sec): 3 clusters
  Score: Raw -2331954.245330 + Penalty 3254.811719 = -2328699.433611
  nChanged 0
		SP:Iteration 72F (100965.460000 sec): 3 clusters
  Score: Raw -2331954.245330 + Penalty 3254.811719 = -2328699.433611
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100965.570000 sec): 2 clusters
  Score: Raw -21506.697748 + Penalty 888.559773 = -20618.137975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100965.840000 sec): 3 clusters
  Score: Raw -21601.474599 + Penalty 1777.119546 = -19824.355053
  nChanged 36
		SP:Iteration 1F (100966.040000 sec): 3 clusters
  Score: Raw -21661.598293 + Penalty 1777.119546 = -19884.478747
  nChanged 3
		SP:Iteration 2Q (100966.260000 sec): 3 clusters
  Score: Raw -21676.738256 + Penalty 1777.119546 = -19899.618710
  nChanged 4
		SP:Iteration 3Q (100966.430000 sec): 3 clusters
  Score: Raw -21681.591331 + Penalty 1777.119546 = -19904.471785
  nChanged 1
		SP:Iteration 4Q (100966.660000 sec): 3 clusters
  Score: Raw -21683.044576 + Penalty 1777.119546 = -19905.925030
  nChanged 0
		SP:Iteration 5F (100966.880000 sec): 3 clusters
  Score: Raw -21683.044576 + Penalty 1777.119546 = -19905.925030
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100967.110000 sec): 2 clusters
  Score: Raw -3874643.404959 + Penalty 1699.901052 = -3872943.503907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100967.480000 sec): 3 clusters
  Score: Raw -3852922.297910 + Penalty 3399.802104 = -3849522.495806
  nChanged 16098
		SP:Iteration 1F (100967.850000 sec): 3 clusters
  Score: Raw -3861651.716639 + Penalty 3399.802104 = -3858251.914535
  nChanged 1249
		SP:Iteration 2Q (100968.250000 sec): 3 clusters
  Score: Raw -3861946.540026 + Penalty 3399.802104 = -3858546.737922
  nChanged 1218
		SP:Iteration 3Q (100968.660000 sec): 3 clusters
  Score: Raw -3862245.575961 + Penalty 3399.802104 = -3858845.773857
  nChanged 1141
		SP:Iteration 4Q (100968.980000 sec): 3 clusters
  Score: Raw -3862539.990470 + Penalty 3399.802104 = -3859140.188366
  nChanged 1110
		SP:Iteration 5Q (100969.410000 sec): 3 clusters
  Score: Raw -3862828.414351 + Penalty 3399.802104 = -3859428.612247
  nChanged 1124
		SP:Iteration 6Q (100969.750000 sec): 3 clusters
  Score: Raw -3863184.431598 + Penalty 3399.802104 = -3859784.629494
  nChanged 1280
		SP:Iteration 7Q (100970.080000 sec): 3 clusters
  Score: Raw -3863711.567389 + Penalty 3399.802104 = -3860311.765285
  nChanged 1580
		SP:Iteration 8Q (100970.460000 sec): 3 clusters
  Score: Raw -3864514.095369 + Penalty 3399.802104 = -3861114.293265
  nChanged 1961
		SP:Iteration 9F (100970.910000 sec): 3 clusters
  Score: Raw -3865738.183995 + Penalty 3399.802104 = -3862338.381890
  nChanged 2387
		SP:Iteration 10F (100971.280000 sec): 3 clusters
  Score: Raw -3867532.407664 + Penalty 3399.802104 = -3864132.605560
  nChanged 2494
		SP:Iteration 11F (100971.640000 sec): 3 clusters
  Score: Raw -3869662.688413 + Penalty 3399.802104 = -3866262.886309
  nChanged 2268
		SP:Iteration 12F (100971.960000 sec): 3 clusters
  Score: Raw -3871737.263138 + Penalty 3399.802104 = -3868337.461034
  nChanged 1606
		SP:Iteration 13Q (100972.300000 sec): 3 clusters
  Score: Raw -3873262.201516 + Penalty 3399.802104 = -3869862.399412
  nChanged 890
		SP:Iteration 14Q (100972.640000 sec): 3 clusters
  Score: Raw -3874085.718953 + Penalty 3399.802104 = -3870685.916849
  nChanged 400
		SP:Iteration 15Q (100972.920000 sec): 3 clusters
  Score: Raw -3874444.957092 + Penalty 3399.802104 = -3871045.154988
  nChanged 178
		SP:Iteration 16Q (100973.270000 sec): 3 clusters
  Score: Raw -3874622.134647 + Penalty 3399.802104 = -3871222.332543
  nChanged 81
		SP:Iteration 17Q (100973.570000 sec): 3 clusters
  Score: Raw -3874715.269916 + Penalty 3399.802104 = -3871315.467812
  nChanged 54
		SP:Iteration 18Q (100973.960000 sec): 3 clusters
  Score: Raw -3874778.242703 + Penalty 3399.802104 = -3871378.440599
  nChanged 24
		SP:Iteration 19Q (100974.300000 sec): 3 clusters
  Score: Raw -3874806.569965 + Penalty 3399.802104 = -3871406.767861
  nChanged 16
		SP:Iteration 20F (100974.640000 sec): 3 clusters
  Score: Raw -3874822.315507 + Penalty 3399.802104 = -3871422.513403
  nChanged 7
		SP:Iteration 21Q (100974.960000 sec): 3 clusters
  Score: Raw -3874831.230832 + Penalty 3399.802104 = -3871431.428728
  nChanged 7
		SP:Iteration 22Q (100975.240000 sec): 3 clusters
  Score: Raw -3874842.067781 + Penalty 3399.802104 = -3871442.265677
  nChanged 7
		SP:Iteration 23Q (100975.560000 sec): 3 clusters
  Score: Raw -3874854.243730 + Penalty 3399.802104 = -3871454.441626
  nChanged 7
		SP:Iteration 24Q (100975.900000 sec): 3 clusters
  Score: Raw -3874864.217985 + Penalty 3399.802104 = -3871464.415881
  nChanged 3
		SP:Iteration 25Q (100976.180000 sec): 3 clusters
  Score: Raw -3874867.912724 + Penalty 3399.802104 = -3871468.110620
  nChanged 4
		SP:Iteration 26Q (100976.520000 sec): 3 clusters
  Score: Raw -3874875.264495 + Penalty 3399.802104 = -3871475.462391
  nChanged 4
		SP:Iteration 27Q (100976.790000 sec): 3 clusters
  Score: Raw -3874880.799645 + Penalty 3399.802104 = -3871480.997541
  nChanged 3
		SP:Iteration 28Q (100977.100000 sec): 3 clusters
  Score: Raw -3874885.505434 + Penalty 3399.802104 = -3871485.703330
  nChanged 0
		SP:Iteration 29F (100977.420000 sec): 3 clusters
  Score: Raw -3874885.505434 + Penalty 3399.802104 = -3871485.703330
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100977.590000 sec): 2 clusters
  Score: Raw -1064064.505655 + Penalty 1513.316421 = -1062551.189234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100977.860000 sec): 3 clusters
  Score: Raw -1057707.158104 + Penalty 3026.632843 = -1054680.525262
  nChanged 4890
		SP:Iteration 1F (100978.100000 sec): 3 clusters
  Score: Raw -1060548.016948 + Penalty 3026.632843 = -1057521.384106
  nChanged 818
		SP:Iteration 2F (100978.330000 sec): 3 clusters
  Score: Raw -1061050.542888 + Penalty 3026.632843 = -1058023.910045
  nChanged 729
		SP:Iteration 3F (100978.530000 sec): 3 clusters
  Score: Raw -1061539.715598 + Penalty 3026.632843 = -1058513.082756
  nChanged 689
		SP:Iteration 4F (100978.760000 sec): 3 clusters
  Score: Raw -1062027.668600 + Penalty 3026.632843 = -1059001.035757
  nChanged 655
		SP:Iteration 5F (100979.040000 sec): 3 clusters
  Score: Raw -1062436.676494 + Penalty 3026.632843 = -1059410.043651
  nChanged 562
		SP:Iteration 6F (100979.260000 sec): 3 clusters
  Score: Raw -1062771.383869 + Penalty 3026.632843 = -1059744.751027
  nChanged 507
		SP:Iteration 7Q (100979.500000 sec): 3 clusters
  Score: Raw -1063069.542386 + Penalty 3026.632843 = -1060042.909544
  nChanged 430
		SP:Iteration 8Q (100979.730000 sec): 3 clusters
  Score: Raw -1063302.603663 + Penalty 3026.632843 = -1060275.970821
  nChanged 383
		SP:Iteration 9Q (100980.020000 sec): 3 clusters
  Score: Raw -1063484.675828 + Penalty 3026.632843 = -1060458.042985
  nChanged 290
		SP:Iteration 10Q (100980.220000 sec): 3 clusters
  Score: Raw -1063604.655711 + Penalty 3026.632843 = -1060578.022868
  nChanged 235
		SP:Iteration 11Q (100980.460000 sec): 3 clusters
  Score: Raw -1063700.771976 + Penalty 3026.632843 = -1060674.139133
  nChanged 231
		SP:Iteration 12Q (100980.730000 sec): 3 clusters
  Score: Raw -1063816.968910 + Penalty 3026.632843 = -1060790.336068
  nChanged 227
		SP:Iteration 13Q (100980.960000 sec): 3 clusters
  Score: Raw -1063942.790788 + Penalty 3026.632843 = -1060916.157945
  nChanged 245
		SP:Iteration 14Q (100981.200000 sec): 3 clusters
  Score: Raw -1064075.006106 + Penalty 3026.632843 = -1061048.373264
  nChanged 229
		SP:Iteration 15Q (100981.440000 sec): 3 clusters
  Score: Raw -1064193.758564 + Penalty 3026.632843 = -1061167.125721
  nChanged 197
		SP:Iteration 16Q (100981.670000 sec): 3 clusters
  Score: Raw -1064291.596871 + Penalty 3026.632843 = -1061264.964028
  nChanged 169
		SP:Iteration 17Q (100981.950000 sec): 3 clusters
  Score: Raw -1064376.603727 + Penalty 3026.632843 = -1061349.970884
  nChanged 162
		SP:Iteration 18Q (100982.180000 sec): 3 clusters
  Score: Raw -1064455.727591 + Penalty 3026.632843 = -1061429.094748
  nChanged 133
		SP:Iteration 19Q (100982.430000 sec): 3 clusters
  Score: Raw -1064518.681172 + Penalty 3026.632843 = -1061492.048330
  nChanged 124
		SP:Iteration 20F (100982.690000 sec): 3 clusters
  Score: Raw -1064583.875396 + Penalty 3026.632843 = -1061557.242554
  nChanged 134
		SP:Iteration 21Q (100982.940000 sec): 3 clusters
  Score: Raw -1064657.298928 + Penalty 3026.632843 = -1061630.666086
  nChanged 124
		SP:Iteration 22Q (100983.160000 sec): 3 clusters
  Score: Raw -1064727.359610 + Penalty 3026.632843 = -1061700.726768
  nChanged 108
		SP:Iteration 23Q (100983.420000 sec): 3 clusters
  Score: Raw -1064785.598221 + Penalty 3026.632843 = -1061758.965378
  nChanged 109
		SP:Iteration 24Q (100983.620000 sec): 3 clusters
  Score: Raw -1064843.375848 + Penalty 3026.632843 = -1061816.743006
  nChanged 77
		SP:Iteration 25Q (100983.890000 sec): 3 clusters
  Score: Raw -1064875.114629 + Penalty 3026.632843 = -1061848.481787
  nChanged 58
		SP:Iteration 26Q (100984.150000 sec): 3 clusters
  Score: Raw -1064897.359081 + Penalty 3026.632843 = -1061870.726239
  nChanged 47
		SP:Iteration 27Q (100984.390000 sec): 3 clusters
  Score: Raw -1064914.714520 + Penalty 3026.632843 = -1061888.081678
  nChanged 34
		SP:Iteration 28Q (100984.580000 sec): 3 clusters
  Score: Raw -1064927.686761 + Penalty 3026.632843 = -1061901.053918
  nChanged 42
		SP:Iteration 29Q (100984.810000 sec): 3 clusters
  Score: Raw -1064944.854340 + Penalty 3026.632843 = -1061918.221498
  nChanged 46
		SP:Iteration 30Q (100985.000000 sec): 3 clusters
  Score: Raw -1064964.635747 + Penalty 3026.632843 = -1061938.002904
  nChanged 38
		SP:Iteration 31Q (100985.290000 sec): 3 clusters
  Score: Raw -1064979.368383 + Penalty 3026.632843 = -1061952.735541
  nChanged 30
		SP:Iteration 32Q (100985.510000 sec): 3 clusters
  Score: Raw -1064991.509371 + Penalty 3026.632843 = -1061964.876528
  nChanged 29
		SP:Iteration 33Q (100985.730000 sec): 3 clusters
  Score: Raw -1065001.573306 + Penalty 3026.632843 = -1061974.940464
  nChanged 23
		SP:Iteration 34Q (100985.960000 sec): 3 clusters
  Score: Raw -1065012.334461 + Penalty 3026.632843 = -1061985.701618
  nChanged 23
		SP:Iteration 35Q (100986.230000 sec): 3 clusters
  Score: Raw -1065025.363802 + Penalty 3026.632843 = -1061998.730959
  nChanged 24
		SP:Iteration 36Q (100986.480000 sec): 3 clusters
  Score: Raw -1065035.816673 + Penalty 3026.632843 = -1062009.183830
  nChanged 15
		SP:Iteration 37Q (100986.720000 sec): 3 clusters
  Score: Raw -1065041.511771 + Penalty 3026.632843 = -1062014.878928
  nChanged 9
		SP:Iteration 38Q (100986.970000 sec): 3 clusters
  Score: Raw -1065044.033629 + Penalty 3026.632843 = -1062017.400787
  nChanged 11
		SP:Iteration 39Q (100987.170000 sec): 3 clusters
  Score: Raw -1065049.157316 + Penalty 3026.632843 = -1062022.524473
  nChanged 10
		SP:Iteration 40F (100987.390000 sec): 3 clusters
  Score: Raw -1065051.675049 + Penalty 3026.632843 = -1062025.042207
  nChanged 8
		SP:Iteration 41Q (100987.650000 sec): 3 clusters
  Score: Raw -1065054.376004 + Penalty 3026.632843 = -1062027.743162
  nChanged 1
		SP:Iteration 42Q (100987.900000 sec): 3 clusters
  Score: Raw -1065054.504409 + Penalty 3026.632843 = -1062027.871566
  nChanged 0
		SP:Iteration 43F (100988.150000 sec): 3 clusters
  Score: Raw -1065054.504409 + Penalty 3026.632843 = -1062027.871566
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (100988.280000 sec): 2 clusters
  Score: Raw -2063989.616663 + Penalty 1609.243586 = -2062380.373077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (100988.610000 sec): 3 clusters
  Score: Raw -2052006.991635 + Penalty 3218.487172 = -2048788.504464
  nChanged 9035
		SP:Iteration 1F (100988.890000 sec): 3 clusters
  Score: Raw -2057041.252831 + Penalty 3218.487172 = -2053822.765659
  nChanged 1056
		SP:Iteration 2F (100989.150000 sec): 3 clusters
  Score: Raw -2057459.000167 + Penalty 3218.487172 = -2054240.512995
  nChanged 1015
		SP:Iteration 3F (100989.420000 sec): 3 clusters
  Score: Raw -2057902.961805 + Penalty 3218.487172 = -2054684.474633
  nChanged 995
		SP:Iteration 4Q (100989.730000 sec): 3 clusters
  Score: Raw -2058368.616240 + Penalty 3218.487172 = -2055150.129068
  nChanged 998
		SP:Iteration 5Q (100990.060000 sec): 3 clusters
  Score: Raw -2058896.255967 + Penalty 3218.487172 = -2055677.768795
  nChanged 1024
		SP:Iteration 6F (100990.320000 sec): 3 clusters
  Score: Raw -2059444.747819 + Penalty 3218.487172 = -2056226.260647
  nChanged 996
		SP:Iteration 7Q (100990.640000 sec): 3 clusters
  Score: Raw -2060008.601439 + Penalty 3218.487172 = -2056790.114267
  nChanged 966
		SP:Iteration 8Q (100990.940000 sec): 3 clusters
  Score: Raw -2060589.345995 + Penalty 3218.487172 = -2057370.858823
  nChanged 880
		SP:Iteration 9Q (100991.240000 sec): 3 clusters
  Score: Raw -2061136.937860 + Penalty 3218.487172 = -2057918.450688
  nChanged 826
		SP:Iteration 10Q (100991.520000 sec): 3 clusters
  Score: Raw -2061580.151643 + Penalty 3218.487172 = -2058361.664471
  nChanged 719
		SP:Iteration 11Q (100991.800000 sec): 3 clusters
  Score: Raw -2061959.581470 + Penalty 3218.487172 = -2058741.094299
  nChanged 662
		SP:Iteration 12Q (100992.080000 sec): 3 clusters
  Score: Raw -2062291.667360 + Penalty 3218.487172 = -2059073.180188
  nChanged 575
		SP:Iteration 13Q (100992.390000 sec): 3 clusters
  Score: Raw -2062560.394270 + Penalty 3218.487172 = -2059341.907099
  nChanged 480
		SP:Iteration 14Q (100992.650000 sec): 3 clusters
  Score: Raw -2062770.696054 + Penalty 3218.487172 = -2059552.208882
  nChanged 450
		SP:Iteration 15Q (100992.900000 sec): 3 clusters
  Score: Raw -2062992.078688 + Penalty 3218.487172 = -2059773.591517
  nChanged 430
		SP:Iteration 16Q (100993.230000 sec): 3 clusters
  Score: Raw -2063181.012024 + Penalty 3218.487172 = -2059962.524852
  nChanged 371
		SP:Iteration 17Q (100993.580000 sec): 3 clusters
  Score: Raw -2063331.632151 + Penalty 3218.487172 = -2060113.144979
  nChanged 330
		SP:Iteration 18Q (100993.820000 sec): 3 clusters
  Score: Raw -2063472.290085 + Penalty 3218.487172 = -2060253.802913
  nChanged 309
		SP:Iteration 19Q (100994.170000 sec): 3 clusters
  Score: Raw -2063594.100882 + Penalty 3218.487172 = -2060375.613710
  nChanged 271
		SP:Iteration 20F (100994.490000 sec): 3 clusters
  Score: Raw -2063709.096878 + Penalty 3218.487172 = -2060490.609707
  nChanged 249
		SP:Iteration 21Q (100994.770000 sec): 3 clusters
  Score: Raw -2063804.363780 + Penalty 3218.487172 = -2060585.876609
  nChanged 207
		SP:Iteration 22Q (100995.060000 sec): 3 clusters
  Score: Raw -2063888.775752 + Penalty 3218.487172 = -2060670.288580
  nChanged 181
		SP:Iteration 23Q (100995.360000 sec): 3 clusters
  Score: Raw -2063961.904986 + Penalty 3218.487172 = -2060743.417814
  nChanged 159
		SP:Iteration 24Q (100995.640000 sec): 3 clusters
  Score: Raw -2064029.858607 + Penalty 3218.487172 = -2060811.371436
  nChanged 139
		SP:Iteration 25Q (100995.950000 sec): 3 clusters
  Score: Raw -2064088.121080 + Penalty 3218.487172 = -2060869.633909
  nChanged 124
		SP:Iteration 26Q (100996.270000 sec): 3 clusters
  Score: Raw -2064136.681345 + Penalty 3218.487172 = -2060918.194174
  nChanged 123
		SP:Iteration 27Q (100996.590000 sec): 3 clusters
  Score: Raw -2064187.185335 + Penalty 3218.487172 = -2060968.698163
  nChanged 115
		SP:Iteration 28Q (100996.830000 sec): 3 clusters
  Score: Raw -2064236.088075 + Penalty 3218.487172 = -2061017.600903
  nChanged 116
		SP:Iteration 29Q (100997.150000 sec): 3 clusters
  Score: Raw -2064299.176615 + Penalty 3218.487172 = -2061080.689443
  nChanged 103
		SP:Iteration 30Q (100997.510000 sec): 3 clusters
  Score: Raw -2064364.748542 + Penalty 3218.487172 = -2061146.261371
  nChanged 85
		SP:Iteration 31Q (100997.810000 sec): 3 clusters
  Score: Raw -2064415.103021 + Penalty 3218.487172 = -2061196.615850
  nChanged 88
		SP:Iteration 32Q (100998.070000 sec): 3 clusters
  Score: Raw -2064460.803939 + Penalty 3218.487172 = -2061242.316767
  nChanged 73
		SP:Iteration 33Q (100998.360000 sec): 3 clusters
  Score: Raw -2064496.624859 + Penalty 3218.487172 = -2061278.137687
  nChanged 68
		SP:Iteration 34Q (100998.630000 sec): 3 clusters
  Score: Raw -2064523.122257 + Penalty 3218.487172 = -2061304.635085
  nChanged 40
		SP:Iteration 35Q (100998.990000 sec): 3 clusters
  Score: Raw -2064540.340776 + Penalty 3218.487172 = -2061321.853605
  nChanged 49
		SP:Iteration 36Q (100999.230000 sec): 3 clusters
  Score: Raw -2064556.678996 + Penalty 3218.487172 = -2061338.191824
  nChanged 38
		SP:Iteration 37Q (100999.550000 sec): 3 clusters
  Score: Raw -2064569.285403 + Penalty 3218.487172 = -2061350.798231
  nChanged 33
		SP:Iteration 38Q (100999.860000 sec): 3 clusters
  Score: Raw -2064582.759028 + Penalty 3218.487172 = -2061364.271856
  nChanged 35
		SP:Iteration 39Q (101000.240000 sec): 3 clusters
  Score: Raw -2064593.795923 + Penalty 3218.487172 = -2061375.308751
  nChanged 31
		SP:Iteration 40F (101000.540000 sec): 3 clusters
  Score: Raw -2064604.505612 + Penalty 3218.487172 = -2061386.018440
  nChanged 22
		SP:Iteration 41Q (101000.860000 sec): 3 clusters
  Score: Raw -2064610.489800 + Penalty 3218.487172 = -2061392.002628
  nChanged 14
		SP:Iteration 42Q (101001.140000 sec): 3 clusters
  Score: Raw -2064613.858258 + Penalty 3218.487172 = -2061395.371086
  nChanged 10
		SP:Iteration 43Q (101001.450000 sec): 3 clusters
  Score: Raw -2064616.954536 + Penalty 3218.487172 = -2061398.467364
  nChanged 4
		SP:Iteration 44Q (101001.670000 sec): 3 clusters
  Score: Raw -2064617.781989 + Penalty 3218.487172 = -2061399.294818
  nChanged 1
		SP:Iteration 45Q (101001.990000 sec): 3 clusters
  Score: Raw -2064617.999838 + Penalty 3218.487172 = -2061399.512667
  nChanged 1
		SP:Iteration 46Q (101002.220000 sec): 3 clusters
  Score: Raw -2064618.186979 + Penalty 3218.487172 = -2061399.699808
  nChanged 2
		SP:Iteration 47Q (101002.490000 sec): 3 clusters
  Score: Raw -2064618.634270 + Penalty 3218.487172 = -2061400.147098
  nChanged 0
		SP:Iteration 48F (101002.770000 sec): 3 clusters
  Score: Raw -2064618.634270 + Penalty 3218.487172 = -2061400.147098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101002.850000 sec): 2 clusters
  Score: Raw -459233.517037 + Penalty 1365.435468 = -457868.081569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101003.040000 sec): 3 clusters
  Score: Raw -456987.043331 + Penalty 2730.870937 = -454256.172395
  nChanged 1773
		SP:Iteration 1F (101003.260000 sec): 3 clusters
  Score: Raw -457974.938330 + Penalty 2730.870937 = -455244.067393
  nChanged 304
		SP:Iteration 2F (101003.410000 sec): 3 clusters
  Score: Raw -458138.901627 + Penalty 2730.870937 = -455408.030691
  nChanged 231
		SP:Iteration 3F (101003.650000 sec): 3 clusters
  Score: Raw -458272.604848 + Penalty 2730.870937 = -455541.733912
  nChanged 212
		SP:Iteration 4Q (101003.810000 sec): 3 clusters
  Score: Raw -458386.688227 + Penalty 2730.870937 = -455655.817290
  nChanged 176
		SP:Iteration 5Q (101004.000000 sec): 3 clusters
  Score: Raw -458480.635236 + Penalty 2730.870937 = -455749.764300
  nChanged 162
		SP:Iteration 6Q (101004.200000 sec): 3 clusters
  Score: Raw -458571.278249 + Penalty 2730.870937 = -455840.407313
  nChanged 159
		SP:Iteration 7Q (101004.400000 sec): 3 clusters
  Score: Raw -458662.740249 + Penalty 2730.870937 = -455931.869312
  nChanged 142
		SP:Iteration 8Q (101004.570000 sec): 3 clusters
  Score: Raw -458739.223226 + Penalty 2730.870937 = -456008.352290
  nChanged 123
		SP:Iteration 9Q (101004.780000 sec): 3 clusters
  Score: Raw -458802.927878 + Penalty 2730.870937 = -456072.056941
  nChanged 120
		SP:Iteration 10Q (101004.940000 sec): 3 clusters
  Score: Raw -458859.871196 + Penalty 2730.870937 = -456129.000259
  nChanged 99
		SP:Iteration 11Q (101005.140000 sec): 3 clusters
  Score: Raw -458904.375135 + Penalty 2730.870937 = -456173.504199
  nChanged 85
		SP:Iteration 12Q (101005.330000 sec): 3 clusters
  Score: Raw -458945.392047 + Penalty 2730.870937 = -456214.521111
  nChanged 90
		SP:Iteration 13Q (101005.500000 sec): 3 clusters
  Score: Raw -458989.794828 + Penalty 2730.870937 = -456258.923892
  nChanged 71
		SP:Iteration 14Q (101005.700000 sec): 3 clusters
  Score: Raw -459018.238804 + Penalty 2730.870937 = -456287.367867
  nChanged 53
		SP:Iteration 15Q (101005.890000 sec): 3 clusters
  Score: Raw -459036.440803 + Penalty 2730.870937 = -456305.569866
  nChanged 44
		SP:Iteration 16Q (101006.070000 sec): 3 clusters
  Score: Raw -459052.956693 + Penalty 2730.870937 = -456322.085756
  nChanged 40
		SP:Iteration 17Q (101006.280000 sec): 3 clusters
  Score: Raw -459064.153539 + Penalty 2730.870937 = -456333.282602
  nChanged 27
		SP:Iteration 18Q (101006.500000 sec): 3 clusters
  Score: Raw -459071.668158 + Penalty 2730.870937 = -456340.797222
  nChanged 21
		SP:Iteration 19Q (101006.680000 sec): 3 clusters
  Score: Raw -459079.196605 + Penalty 2730.870937 = -456348.325669
  nChanged 22
		SP:Iteration 20F (101006.890000 sec): 3 clusters
  Score: Raw -459085.875161 + Penalty 2730.870937 = -456355.004225
  nChanged 18
		SP:Iteration 21Q (101007.090000 sec): 3 clusters
  Score: Raw -459091.126204 + Penalty 2730.870937 = -456360.255268
  nChanged 15
		SP:Iteration 22Q (101007.280000 sec): 3 clusters
  Score: Raw -459095.453810 + Penalty 2730.870937 = -456364.582873
  nChanged 16
		SP:Iteration 23Q (101007.480000 sec): 3 clusters
  Score: Raw -459099.461631 + Penalty 2730.870937 = -456368.590695
  nChanged 12
		SP:Iteration 24Q (101007.680000 sec): 3 clusters
  Score: Raw -459102.650824 + Penalty 2730.870937 = -456371.779887
  nChanged 9
		SP:Iteration 25Q (101007.850000 sec): 3 clusters
  Score: Raw -459104.492739 + Penalty 2730.870937 = -456373.621803
  nChanged 6
		SP:Iteration 26Q (101008.060000 sec): 3 clusters
  Score: Raw -459105.392687 + Penalty 2730.870937 = -456374.521751
  nChanged 4
		SP:Iteration 27Q (101008.280000 sec): 3 clusters
  Score: Raw -459105.875890 + Penalty 2730.870937 = -456375.004954
  nChanged 2
		SP:Iteration 28Q (101008.420000 sec): 3 clusters
  Score: Raw -459106.329445 + Penalty 2730.870937 = -456375.458508
  nChanged 4
		SP:Iteration 29Q (101008.630000 sec): 3 clusters
  Score: Raw -459107.848345 + Penalty 2730.870937 = -456376.977409
  nChanged 7
		SP:Iteration 30Q (101008.810000 sec): 3 clusters
  Score: Raw -459109.947292 + Penalty 2730.870937 = -456379.076356
  nChanged 8
		SP:Iteration 31Q (101009.020000 sec): 3 clusters
  Score: Raw -459111.882781 + Penalty 2730.870937 = -456381.011844
  nChanged 2
		SP:Iteration 32Q (101009.200000 sec): 3 clusters
  Score: Raw -459112.107675 + Penalty 2730.870937 = -456381.236739
  nChanged 2
		SP:Iteration 33Q (101009.450000 sec): 3 clusters
  Score: Raw -459112.260141 + Penalty 2730.870937 = -456381.389204
  nChanged 0
		SP:Iteration 34F (101009.640000 sec): 3 clusters
  Score: Raw -459112.260141 + Penalty 2730.870937 = -456381.389204
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101009.760000 sec): 2 clusters
  Score: Raw -26862.625244 + Penalty 923.028049 = -25939.597195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101009.940000 sec): 3 clusters
  Score: Raw -26892.754107 + Penalty 1846.056098 = -25046.698009
  nChanged 49
		SP:Iteration 1F (101010.140000 sec): 3 clusters
  Score: Raw -27006.678290 + Penalty 1846.056098 = -25160.622192
  nChanged 19
		SP:Iteration 2F (101010.350000 sec): 3 clusters
  Score: Raw -27048.888115 + Penalty 1846.056098 = -25202.832017
  nChanged 10
		SP:Iteration 3Q (101010.520000 sec): 3 clusters
  Score: Raw -27070.866428 + Penalty 1846.056098 = -25224.810330
  nChanged 5
		SP:Iteration 4Q (101010.670000 sec): 3 clusters
  Score: Raw -27083.323590 + Penalty 1846.056098 = -25237.267492
  nChanged 3
		SP:Iteration 5Q (101010.930000 sec): 3 clusters
  Score: Raw -27092.615555 + Penalty 1846.056098 = -25246.559457
  nChanged 2
		SP:Iteration 6Q (101011.120000 sec): 3 clusters
  Score: Raw -27098.690315 + Penalty 1846.056098 = -25252.634217
  nChanged 0
		SP:Iteration 7F (101011.300000 sec): 3 clusters
  Score: Raw -27098.690315 + Penalty 1846.056098 = -25252.634217
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101011.400000 sec): 2 clusters
  Score: Raw -206281.359287 + Penalty 1236.280187 = -205045.079100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101011.610000 sec): 3 clusters
  Score: Raw -205429.210026 + Penalty 2472.560374 = -202956.649652
  nChanged 728
		SP:Iteration 1F (101011.800000 sec): 3 clusters
  Score: Raw -205898.139334 + Penalty 2472.560374 = -203425.578961
  nChanged 171
		SP:Iteration 2F (101012.000000 sec): 3 clusters
  Score: Raw -206016.012395 + Penalty 2472.560374 = -203543.452021
  nChanged 99
		SP:Iteration 3Q (101012.170000 sec): 3 clusters
  Score: Raw -206095.781606 + Penalty 2472.560374 = -203623.221232
  nChanged 73
		SP:Iteration 4Q (101012.340000 sec): 3 clusters
  Score: Raw -206144.475101 + Penalty 2472.560374 = -203671.914727
  nChanged 60
		SP:Iteration 5Q (101012.520000 sec): 3 clusters
  Score: Raw -206183.558408 + Penalty 2472.560374 = -203710.998035
  nChanged 52
		SP:Iteration 6Q (101012.710000 sec): 3 clusters
  Score: Raw -206214.188785 + Penalty 2472.560374 = -203741.628411
  nChanged 38
		SP:Iteration 7Q (101012.890000 sec): 3 clusters
  Score: Raw -206236.745505 + Penalty 2472.560374 = -203764.185131
  nChanged 25
		SP:Iteration 8Q (101013.040000 sec): 3 clusters
  Score: Raw -206253.895719 + Penalty 2472.560374 = -203781.335345
  nChanged 23
		SP:Iteration 9Q (101013.220000 sec): 3 clusters
  Score: Raw -206266.832446 + Penalty 2472.560374 = -203794.272072
  nChanged 22
		SP:Iteration 10Q (101013.400000 sec): 3 clusters
  Score: Raw -206277.796593 + Penalty 2472.560374 = -203805.236219
  nChanged 19
		SP:Iteration 11Q (101013.570000 sec): 3 clusters
  Score: Raw -206286.964432 + Penalty 2472.560374 = -203814.404058
  nChanged 20
		SP:Iteration 12Q (101013.770000 sec): 3 clusters
  Score: Raw -206296.583295 + Penalty 2472.560374 = -203824.022921
  nChanged 16
		SP:Iteration 13Q (101013.960000 sec): 3 clusters
  Score: Raw -206302.186691 + Penalty 2472.560374 = -203829.626317
  nChanged 15
		SP:Iteration 14Q (101014.140000 sec): 3 clusters
  Score: Raw -206309.863244 + Penalty 2472.560374 = -203837.302871
  nChanged 17
		SP:Iteration 15Q (101014.330000 sec): 3 clusters
  Score: Raw -206319.679313 + Penalty 2472.560374 = -203847.118939
  nChanged 24
		SP:Iteration 16Q (101014.500000 sec): 3 clusters
  Score: Raw -206333.997337 + Penalty 2472.560374 = -203861.436963
  nChanged 21
		SP:Iteration 17Q (101014.700000 sec): 3 clusters
  Score: Raw -206346.448839 + Penalty 2472.560374 = -203873.888465
  nChanged 16
		SP:Iteration 18Q (101014.880000 sec): 3 clusters
  Score: Raw -206353.510771 + Penalty 2472.560374 = -203880.950398
  nChanged 15
		SP:Iteration 19Q (101015.100000 sec): 3 clusters
  Score: Raw -206361.652838 + Penalty 2472.560374 = -203889.092464
  nChanged 23
		SP:Iteration 20F (101015.270000 sec): 3 clusters
  Score: Raw -206376.340092 + Penalty 2472.560374 = -203903.779718
  nChanged 23
		SP:Iteration 21Q (101015.510000 sec): 3 clusters
  Score: Raw -206388.692987 + Penalty 2472.560374 = -203916.132613
  nChanged 27
		SP:Iteration 22Q (101015.650000 sec): 3 clusters
  Score: Raw -206408.205138 + Penalty 2472.560374 = -203935.644764
  nChanged 30
		SP:Iteration 23Q (101015.900000 sec): 3 clusters
  Score: Raw -206426.963457 + Penalty 2472.560374 = -203954.403083
  nChanged 27
		SP:Iteration 24Q (101016.100000 sec): 3 clusters
  Score: Raw -206448.037681 + Penalty 2472.560374 = -203975.477308
  nChanged 28
		SP:Iteration 25Q (101016.270000 sec): 3 clusters
  Score: Raw -206476.325928 + Penalty 2472.560374 = -204003.765554
  nChanged 35
		SP:Iteration 26Q (101016.500000 sec): 3 clusters
  Score: Raw -206507.245754 + Penalty 2472.560374 = -204034.685381
  nChanged 29
		SP:Iteration 27Q (101016.700000 sec): 3 clusters
  Score: Raw -206533.934847 + Penalty 2472.560374 = -204061.374473
  nChanged 24
		SP:Iteration 28Q (101016.870000 sec): 3 clusters
  Score: Raw -206557.828172 + Penalty 2472.560374 = -204085.267798
  nChanged 18
		SP:Iteration 29Q (101017.020000 sec): 3 clusters
  Score: Raw -206571.563130 + Penalty 2472.560374 = -204099.002756
  nChanged 12
		SP:Iteration 30Q (101017.220000 sec): 3 clusters
  Score: Raw -206583.408453 + Penalty 2472.560374 = -204110.848079
  nChanged 11
		SP:Iteration 31Q (101017.440000 sec): 3 clusters
  Score: Raw -206590.380978 + Penalty 2472.560374 = -204117.820604
  nChanged 8
		SP:Iteration 32Q (101017.640000 sec): 3 clusters
  Score: Raw -206595.079295 + Penalty 2472.560374 = -204122.518921
  nChanged 2
		SP:Iteration 33Q (101017.840000 sec): 3 clusters
  Score: Raw -206595.963586 + Penalty 2472.560374 = -204123.403212
  nChanged 1
		SP:Iteration 34Q (101018.010000 sec): 3 clusters
  Score: Raw -206596.231169 + Penalty 2472.560374 = -204123.670795
  nChanged 1
		SP:Iteration 35Q (101018.220000 sec): 3 clusters
  Score: Raw -206596.956235 + Penalty 2472.560374 = -204124.395861
  nChanged 0
		SP:Iteration 36F (101018.390000 sec): 3 clusters
  Score: Raw -206596.956235 + Penalty 2472.560374 = -204124.395861
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101018.550000 sec): 2 clusters
  Score: Raw -434779.213745 + Penalty 1355.401649 = -433423.812096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101018.750000 sec): 3 clusters
  Score: Raw -432657.917602 + Penalty 2710.803298 = -429947.114304
  nChanged 1653
		SP:Iteration 1F (101019.000000 sec): 3 clusters
  Score: Raw -433627.592710 + Penalty 2710.803298 = -430916.789412
  nChanged 338
		SP:Iteration 2F (101019.200000 sec): 3 clusters
  Score: Raw -433827.973432 + Penalty 2710.803298 = -431117.170133
  nChanged 240
		SP:Iteration 3F (101019.420000 sec): 3 clusters
  Score: Raw -433952.684178 + Penalty 2710.803298 = -431241.880880
  nChanged 183
		SP:Iteration 4Q (101019.700000 sec): 3 clusters
  Score: Raw -434062.532661 + Penalty 2710.803298 = -431351.729362
  nChanged 151
		SP:Iteration 5Q (101019.860000 sec): 3 clusters
  Score: Raw -434165.488236 + Penalty 2710.803298 = -431454.684938
  nChanged 151
		SP:Iteration 6Q (101020.060000 sec): 3 clusters
  Score: Raw -434271.515246 + Penalty 2710.803298 = -431560.711948
  nChanged 188
		SP:Iteration 7Q (101020.310000 sec): 3 clusters
  Score: Raw -434416.062440 + Penalty 2710.803298 = -431705.259141
  nChanged 176
		SP:Iteration 8Q (101020.540000 sec): 3 clusters
  Score: Raw -434543.827354 + Penalty 2710.803298 = -431833.024056
  nChanged 168
		SP:Iteration 9Q (101020.780000 sec): 3 clusters
  Score: Raw -434655.380377 + Penalty 2710.803298 = -431944.577079
  nChanged 141
		SP:Iteration 10Q (101021.040000 sec): 3 clusters
  Score: Raw -434732.684173 + Penalty 2710.803298 = -432021.880875
  nChanged 117
		SP:Iteration 11Q (101021.240000 sec): 3 clusters
  Score: Raw -434788.559775 + Penalty 2710.803298 = -432077.756476
  nChanged 103
		SP:Iteration 12Q (101021.480000 sec): 3 clusters
  Score: Raw -434833.428900 + Penalty 2710.803298 = -432122.625602
  nChanged 88
		SP:Iteration 13Q (101021.640000 sec): 3 clusters
  Score: Raw -434883.377235 + Penalty 2710.803298 = -432172.573937
  nChanged 75
		SP:Iteration 14Q (101021.860000 sec): 3 clusters
  Score: Raw -434914.686052 + Penalty 2710.803298 = -432203.882754
  nChanged 68
		SP:Iteration 15Q (101022.070000 sec): 3 clusters
  Score: Raw -434939.157131 + Penalty 2710.803298 = -432228.353833
  nChanged 49
		SP:Iteration 16Q (101022.270000 sec): 3 clusters
  Score: Raw -434962.380314 + Penalty 2710.803298 = -432251.577015
  nChanged 42
		SP:Iteration 17Q (101022.460000 sec): 3 clusters
  Score: Raw -434982.391226 + Penalty 2710.803298 = -432271.587928
  nChanged 37
		SP:Iteration 18Q (101022.670000 sec): 3 clusters
  Score: Raw -435001.582288 + Penalty 2710.803298 = -432290.778990
  nChanged 39
		SP:Iteration 19Q (101022.880000 sec): 3 clusters
  Score: Raw -435015.851144 + Penalty 2710.803298 = -432305.047846
  nChanged 36
		SP:Iteration 20F (101023.070000 sec): 3 clusters
  Score: Raw -435031.690411 + Penalty 2710.803298 = -432320.887113
  nChanged 40
		SP:Iteration 21Q (101023.230000 sec): 3 clusters
  Score: Raw -435052.612323 + Penalty 2710.803298 = -432341.809024
  nChanged 38
		SP:Iteration 22Q (101023.440000 sec): 3 clusters
  Score: Raw -435068.345703 + Penalty 2710.803298 = -432357.542404
  nChanged 33
		SP:Iteration 23Q (101023.640000 sec): 3 clusters
  Score: Raw -435083.175957 + Penalty 2710.803298 = -432372.372659
  nChanged 39
		SP:Iteration 24Q (101023.880000 sec): 3 clusters
  Score: Raw -435096.836116 + Penalty 2710.803298 = -432386.032818
  nChanged 29
		SP:Iteration 25Q (101024.080000 sec): 3 clusters
  Score: Raw -435106.649764 + Penalty 2710.803298 = -432395.846466
  nChanged 23
		SP:Iteration 26Q (101024.330000 sec): 3 clusters
  Score: Raw -435114.782071 + Penalty 2710.803298 = -432403.978772
  nChanged 21
		SP:Iteration 27Q (101024.580000 sec): 3 clusters
  Score: Raw -435121.811639 + Penalty 2710.803298 = -432411.008341
  nChanged 27
		SP:Iteration 28Q (101024.800000 sec): 3 clusters
  Score: Raw -435128.722974 + Penalty 2710.803298 = -432417.919675
  nChanged 20
		SP:Iteration 29Q (101025.000000 sec): 3 clusters
  Score: Raw -435135.321610 + Penalty 2710.803298 = -432424.518312
  nChanged 17
		SP:Iteration 30Q (101025.240000 sec): 3 clusters
  Score: Raw -435139.572564 + Penalty 2710.803298 = -432428.769265
  nChanged 19
		SP:Iteration 31Q (101025.420000 sec): 3 clusters
  Score: Raw -435144.693977 + Penalty 2710.803298 = -432433.890678
  nChanged 16
		SP:Iteration 32Q (101025.650000 sec): 3 clusters
  Score: Raw -435150.168442 + Penalty 2710.803298 = -432439.365143
  nChanged 19
		SP:Iteration 33Q (101025.900000 sec): 3 clusters
  Score: Raw -435154.904030 + Penalty 2710.803298 = -432444.100732
  nChanged 18
		SP:Iteration 34Q (101026.100000 sec): 3 clusters
  Score: Raw -435159.788382 + Penalty 2710.803298 = -432448.985084
  nChanged 11
		SP:Iteration 35Q (101026.270000 sec): 3 clusters
  Score: Raw -435162.984404 + Penalty 2710.803298 = -432452.181106
  nChanged 16
		SP:Iteration 36Q (101026.510000 sec): 3 clusters
  Score: Raw -435167.969019 + Penalty 2710.803298 = -432457.165720
  nChanged 19
		SP:Iteration 37Q (101026.700000 sec): 3 clusters
  Score: Raw -435174.045734 + Penalty 2710.803298 = -432463.242435
  nChanged 14
		SP:Iteration 38Q (101026.920000 sec): 3 clusters
  Score: Raw -435178.226706 + Penalty 2710.803298 = -432467.423408
  nChanged 13
		SP:Iteration 39Q (101027.130000 sec): 3 clusters
  Score: Raw -435181.551291 + Penalty 2710.803298 = -432470.747993
  nChanged 14
		SP:Iteration 40F (101027.360000 sec): 3 clusters
  Score: Raw -435185.694646 + Penalty 2710.803298 = -432474.891347
  nChanged 12
		SP:Iteration 41Q (101027.540000 sec): 3 clusters
  Score: Raw -435191.227281 + Penalty 2710.803298 = -432480.423982
  nChanged 11
		SP:Iteration 42Q (101027.770000 sec): 3 clusters
  Score: Raw -435195.998228 + Penalty 2710.803298 = -432485.194930
  nChanged 17
		SP:Iteration 43Q (101028.000000 sec): 3 clusters
  Score: Raw -435203.541561 + Penalty 2710.803298 = -432492.738263
  nChanged 14
		SP:Iteration 44Q (101028.220000 sec): 3 clusters
  Score: Raw -435210.602110 + Penalty 2710.803298 = -432499.798811
  nChanged 21
		SP:Iteration 45Q (101028.420000 sec): 3 clusters
  Score: Raw -435220.436744 + Penalty 2710.803298 = -432509.633446
  nChanged 16
		SP:Iteration 46Q (101028.640000 sec): 3 clusters
  Score: Raw -435225.576314 + Penalty 2710.803298 = -432514.773016
  nChanged 8
		SP:Iteration 47Q (101028.830000 sec): 3 clusters
  Score: Raw -435227.330054 + Penalty 2710.803298 = -432516.526755
  nChanged 4
		SP:Iteration 48Q (101029.040000 sec): 3 clusters
  Score: Raw -435228.040437 + Penalty 2710.803298 = -432517.237139
  nChanged 3
		SP:Iteration 49Q (101029.200000 sec): 3 clusters
  Score: Raw -435228.810784 + Penalty 2710.803298 = -432518.007485
  nChanged 3
		SP:Iteration 50Q (101029.390000 sec): 3 clusters
  Score: Raw -435229.385217 + Penalty 2710.803298 = -432518.581918
  nChanged 5
		SP:Iteration 51Q (101029.610000 sec): 3 clusters
  Score: Raw -435230.178470 + Penalty 2710.803298 = -432519.375171
  nChanged 1
		SP:Iteration 52Q (101029.780000 sec): 3 clusters
  Score: Raw -435230.324500 + Penalty 2710.803298 = -432519.521202
  nChanged 0
		SP:Iteration 53F (101029.990000 sec): 3 clusters
  Score: Raw -435230.324500 + Penalty 2710.803298 = -432519.521202
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101030.120000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101030.330000 sec): 3 clusters
  Score: Raw -29601.791124 + Penalty 1859.101327 = -27742.689797
  nChanged 59
		SP:Iteration 1F (101030.520000 sec): 3 clusters
  Score: Raw -29715.219572 + Penalty 1859.101327 = -27856.118245
  nChanged 22
		SP:Iteration 2F (101030.720000 sec): 3 clusters
  Score: Raw -29784.037590 + Penalty 1859.101327 = -27924.936263
  nChanged 9
		SP:Iteration 3Q (101030.940000 sec): 3 clusters
  Score: Raw -29832.353611 + Penalty 1859.101327 = -27973.252283
  nChanged 7
		SP:Iteration 4Q (101031.170000 sec): 3 clusters
  Score: Raw -29849.058001 + Penalty 1859.101327 = -27989.956674
  nChanged 5
		SP:Iteration 5Q (101031.330000 sec): 3 clusters
  Score: Raw -29862.179764 + Penalty 1859.101327 = -28003.078437
  nChanged 7
		SP:Iteration 6Q (101031.540000 sec): 3 clusters
  Score: Raw -29877.230501 + Penalty 1859.101327 = -28018.129173
  nChanged 7
		SP:Iteration 7Q (101031.750000 sec): 3 clusters
  Score: Raw -29888.819015 + Penalty 1859.101327 = -28029.717688
  nChanged 4
		SP:Iteration 8Q (101031.910000 sec): 3 clusters
  Score: Raw -29900.323607 + Penalty 1859.101327 = -28041.222279
  nChanged 7
		SP:Iteration 9Q (101032.110000 sec): 3 clusters
  Score: Raw -29931.004945 + Penalty 1859.101327 = -28071.903618
  nChanged 3
		SP:Iteration 10Q (101032.330000 sec): 3 clusters
  Score: Raw -29965.743247 + Penalty 1859.101327 = -28106.641920
  nChanged 1
		SP:Iteration 11Q (101032.520000 sec): 3 clusters
  Score: Raw -29967.794760 + Penalty 1859.101327 = -28108.693433
  nChanged 0
		SP:Iteration 12F (101032.760000 sec): 3 clusters
  Score: Raw -29967.794760 + Penalty 1859.101327 = -28108.693433
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27808 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101032.990000 sec): 2 clusters
  Score: Raw -2848148.596926 + Penalty 1662.875342 = -2846485.721584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101033.340000 sec): 3 clusters
  Score: Raw -2830962.419786 + Penalty 3325.750684 = -2827636.669102
  nChanged 12766
		SP:Iteration 1F (101033.660000 sec): 3 clusters
  Score: Raw -2838353.731592 + Penalty 3325.750684 = -2835027.980908
  nChanged 1516
		SP:Iteration 2F (101033.980000 sec): 3 clusters
  Score: Raw -2839080.467461 + Penalty 3325.750684 = -2835754.716777
  nChanged 1548
		SP:Iteration 3F (101034.340000 sec): 3 clusters
  Score: Raw -2839999.626328 + Penalty 3325.750684 = -2836673.875644
  nChanged 1667
		SP:Iteration 4F (101034.700000 sec): 3 clusters
  Score: Raw -2841237.651441 + Penalty 3325.750684 = -2837911.900757
  nChanged 1784
		SP:Iteration 5F (101034.990000 sec): 3 clusters
  Score: Raw -2842774.571616 + Penalty 3325.750684 = -2839448.820932
  nChanged 1659
		SP:Iteration 6F (101035.350000 sec): 3 clusters
  Score: Raw -2844219.616435 + Penalty 3325.750684 = -2840893.865751
  nChanged 1379
		SP:Iteration 7Q (101035.650000 sec): 3 clusters
  Score: Raw -2845281.962735 + Penalty 3325.750684 = -2841956.212051
  nChanged 1119
		SP:Iteration 8Q (101036.020000 sec): 3 clusters
  Score: Raw -2846039.339170 + Penalty 3325.750684 = -2842713.588486
  nChanged 893
		SP:Iteration 9Q (101036.280000 sec): 3 clusters
  Score: Raw -2846602.317745 + Penalty 3325.750684 = -2843276.567061
  nChanged 731
		SP:Iteration 10Q (101036.610000 sec): 3 clusters
  Score: Raw -2847047.411376 + Penalty 3325.750684 = -2843721.660692
  nChanged 545
		SP:Iteration 11Q (101036.920000 sec): 3 clusters
  Score: Raw -2847335.284741 + Penalty 3325.750684 = -2844009.534057
  nChanged 414
		SP:Iteration 12Q (101037.230000 sec): 3 clusters
  Score: Raw -2847543.111503 + Penalty 3325.750684 = -2844217.360819
  nChanged 340
		SP:Iteration 13Q (101037.540000 sec): 3 clusters
  Score: Raw -2847708.131083 + Penalty 3325.750684 = -2844382.380399
  nChanged 266
		SP:Iteration 14Q (101037.790000 sec): 3 clusters
  Score: Raw -2847835.824198 + Penalty 3325.750684 = -2844510.073514
  nChanged 215
		SP:Iteration 15Q (101038.110000 sec): 3 clusters
  Score: Raw -2847941.224344 + Penalty 3325.750684 = -2844615.473660
  nChanged 175
		SP:Iteration 16Q (101038.380000 sec): 3 clusters
  Score: Raw -2848024.069076 + Penalty 3325.750684 = -2844698.318392
  nChanged 151
		SP:Iteration 17Q (101038.670000 sec): 3 clusters
  Score: Raw -2848098.668002 + Penalty 3325.750684 = -2844772.917318
  nChanged 125
		SP:Iteration 18Q (101038.990000 sec): 3 clusters
  Score: Raw -2848160.360432 + Penalty 3325.750684 = -2844834.609748
  nChanged 92
		SP:Iteration 19Q (101039.330000 sec): 3 clusters
  Score: Raw -2848205.299967 + Penalty 3325.750684 = -2844879.549283
  nChanged 74
		SP:Iteration 20F (101039.620000 sec): 3 clusters
  Score: Raw -2848239.968338 + Penalty 3325.750684 = -2844914.217654
  nChanged 54
		SP:Iteration 21Q (101039.920000 sec): 3 clusters
  Score: Raw -2848270.101417 + Penalty 3325.750684 = -2844944.350732
  nChanged 44
		SP:Iteration 22Q (101040.260000 sec): 3 clusters
  Score: Raw -2848292.538134 + Penalty 3325.750684 = -2844966.787450
  nChanged 42
		SP:Iteration 23Q (101040.590000 sec): 3 clusters
  Score: Raw -2848314.743792 + Penalty 3325.750684 = -2844988.993108
  nChanged 31
		SP:Iteration 24Q (101040.880000 sec): 3 clusters
  Score: Raw -2848334.382344 + Penalty 3325.750684 = -2845008.631660
  nChanged 30
		SP:Iteration 25Q (101041.180000 sec): 3 clusters
  Score: Raw -2848349.651608 + Penalty 3325.750684 = -2845023.900924
  nChanged 27
		SP:Iteration 26Q (101041.500000 sec): 3 clusters
  Score: Raw -2848361.753864 + Penalty 3325.750684 = -2845036.003180
  nChanged 24
		SP:Iteration 27Q (101041.840000 sec): 3 clusters
  Score: Raw -2848372.097478 + Penalty 3325.750684 = -2845046.346793
  nChanged 16
		SP:Iteration 28Q (101042.170000 sec): 3 clusters
  Score: Raw -2848378.002241 + Penalty 3325.750684 = -2845052.251557
  nChanged 9
		SP:Iteration 29Q (101042.450000 sec): 3 clusters
  Score: Raw -2848382.588681 + Penalty 3325.750684 = -2845056.837997
  nChanged 9
		SP:Iteration 30Q (101042.750000 sec): 3 clusters
  Score: Raw -2848387.074787 + Penalty 3325.750684 = -2845061.324103
  nChanged 8
		SP:Iteration 31Q (101043.010000 sec): 3 clusters
  Score: Raw -2848390.313485 + Penalty 3325.750684 = -2845064.562800
  nChanged 7
		SP:Iteration 32Q (101043.320000 sec): 3 clusters
  Score: Raw -2848394.199406 + Penalty 3325.750684 = -2845068.448721
  nChanged 8
		SP:Iteration 33Q (101043.590000 sec): 3 clusters
  Score: Raw -2848399.052239 + Penalty 3325.750684 = -2845073.301555
  nChanged 9
		SP:Iteration 34Q (101043.910000 sec): 3 clusters
  Score: Raw -2848402.885544 + Penalty 3325.750684 = -2845077.134860
  nChanged 5
		SP:Iteration 35Q (101044.230000 sec): 3 clusters
  Score: Raw -2848404.867353 + Penalty 3325.750684 = -2845079.116669
  nChanged 7
		SP:Iteration 36Q (101044.510000 sec): 3 clusters
  Score: Raw -2848408.435301 + Penalty 3325.750684 = -2845082.684617
  nChanged 6
		SP:Iteration 37Q (101044.840000 sec): 3 clusters
  Score: Raw -2848411.714976 + Penalty 3325.750684 = -2845085.964292
  nChanged 5
		SP:Iteration 38Q (101045.150000 sec): 3 clusters
  Score: Raw -2848414.453675 + Penalty 3325.750684 = -2845088.702991
  nChanged 4
		SP:Iteration 39Q (101045.480000 sec): 3 clusters
  Score: Raw -2848415.465076 + Penalty 3325.750684 = -2845089.714392
  nChanged 4
		SP:Iteration 40F (101045.820000 sec): 3 clusters
  Score: Raw -2848417.224684 + Penalty 3325.750684 = -2845091.474000
  nChanged 2
		SP:Iteration 41Q (101046.100000 sec): 3 clusters
  Score: Raw -2848417.784797 + Penalty 3325.750684 = -2845092.034113
  nChanged 2
		SP:Iteration 42Q (101046.420000 sec): 3 clusters
  Score: Raw -2848418.224352 + Penalty 3325.750684 = -2845092.473668
  nChanged 0
		SP:Iteration 43F (101046.780000 sec): 3 clusters
  Score: Raw -2848418.224352 + Penalty 3325.750684 = -2845092.473668
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101046.890000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101047.110000 sec): 3 clusters
  Score: Raw -147633.274300 + Penalty 2342.554458 = -145290.719842
  nChanged 445
		SP:Iteration 1F (101047.270000 sec): 3 clusters
  Score: Raw -147958.731246 + Penalty 2342.554458 = -145616.176788
  nChanged 122
		SP:Iteration 2F (101047.430000 sec): 3 clusters
  Score: Raw -148100.102823 + Penalty 2342.554458 = -145757.548365
  nChanged 89
		SP:Iteration 3F (101047.660000 sec): 3 clusters
  Score: Raw -148202.505458 + Penalty 2342.554458 = -145859.951000
  nChanged 84
		SP:Iteration 4F (101047.840000 sec): 3 clusters
  Score: Raw -148325.805303 + Penalty 2342.554458 = -145983.250845
  nChanged 79
		SP:Iteration 5F (101048.020000 sec): 3 clusters
  Score: Raw -148450.194520 + Penalty 2342.554458 = -146107.640062
  nChanged 77
		SP:Iteration 6F (101048.230000 sec): 3 clusters
  Score: Raw -148560.395383 + Penalty 2342.554458 = -146217.840925
  nChanged 55
		SP:Iteration 7Q (101048.410000 sec): 3 clusters
  Score: Raw -148642.950448 + Penalty 2342.554458 = -146300.395990
  nChanged 36
		SP:Iteration 8Q (101048.630000 sec): 3 clusters
  Score: Raw -148679.702540 + Penalty 2342.554458 = -146337.148082
  nChanged 19
		SP:Iteration 9Q (101048.810000 sec): 3 clusters
  Score: Raw -148692.955491 + Penalty 2342.554458 = -146350.401032
  nChanged 10
		SP:Iteration 10Q (101049.020000 sec): 3 clusters
  Score: Raw -148703.299222 + Penalty 2342.554458 = -146360.744764
  nChanged 5
		SP:Iteration 11Q (101049.220000 sec): 3 clusters
  Score: Raw -148709.327495 + Penalty 2342.554458 = -146366.773037
  nChanged 7
		SP:Iteration 12Q (101049.410000 sec): 3 clusters
  Score: Raw -148714.390800 + Penalty 2342.554458 = -146371.836342
  nChanged 6
		SP:Iteration 13Q (101049.610000 sec): 3 clusters
  Score: Raw -148720.867739 + Penalty 2342.554458 = -146378.313281
  nChanged 6
		SP:Iteration 14Q (101049.790000 sec): 3 clusters
  Score: Raw -148727.027340 + Penalty 2342.554458 = -146384.472882
  nChanged 2
		SP:Iteration 15Q (101050.000000 sec): 3 clusters
  Score: Raw -148728.930921 + Penalty 2342.554458 = -146386.376463
  nChanged 3
		SP:Iteration 16Q (101050.170000 sec): 3 clusters
  Score: Raw -148732.361482 + Penalty 2342.554458 = -146389.807024
  nChanged 3
		SP:Iteration 17Q (101050.360000 sec): 3 clusters
  Score: Raw -148734.421023 + Penalty 2342.554458 = -146391.866565
  nChanged 1
		SP:Iteration 18Q (101050.530000 sec): 3 clusters
  Score: Raw -148735.543288 + Penalty 2342.554458 = -146392.988830
  nChanged 1
		SP:Iteration 19Q (101050.690000 sec): 3 clusters
  Score: Raw -148735.890826 + Penalty 2342.554458 = -146393.336368
  nChanged 0
		SP:Iteration 20F (101050.890000 sec): 3 clusters
  Score: Raw -148735.890826 + Penalty 2342.554458 = -146393.336368
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101050.980000 sec): 2 clusters
  Score: Raw -395095.610358 + Penalty 1348.026634 = -393747.583724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101051.190000 sec): 3 clusters
  Score: Raw -393119.558986 + Penalty 2696.053268 = -390423.505718
  nChanged 1587
		SP:Iteration 1F (101051.380000 sec): 3 clusters
  Score: Raw -394026.141454 + Penalty 2696.053268 = -391330.088187
  nChanged 310
		SP:Iteration 2F (101051.570000 sec): 3 clusters
  Score: Raw -394263.039163 + Penalty 2696.053268 = -391566.985895
  nChanged 275
		SP:Iteration 3F (101051.720000 sec): 3 clusters
  Score: Raw -394494.667668 + Penalty 2696.053268 = -391798.614401
  nChanged 274
		SP:Iteration 4F (101051.940000 sec): 3 clusters
  Score: Raw -394762.854352 + Penalty 2696.053268 = -392066.801084
  nChanged 271
		SP:Iteration 5F (101052.100000 sec): 3 clusters
  Score: Raw -395020.799668 + Penalty 2696.053268 = -392324.746400
  nChanged 221
		SP:Iteration 6F (101052.300000 sec): 3 clusters
  Score: Raw -395264.886584 + Penalty 2696.053268 = -392568.833316
  nChanged 209
		SP:Iteration 7F (101052.520000 sec): 3 clusters
  Score: Raw -395477.370479 + Penalty 2696.053268 = -392781.317211
  nChanged 165
		SP:Iteration 8Q (101052.670000 sec): 3 clusters
  Score: Raw -395626.300294 + Penalty 2696.053268 = -392930.247026
  nChanged 129
		SP:Iteration 9Q (101052.870000 sec): 3 clusters
  Score: Raw -395723.555524 + Penalty 2696.053268 = -393027.502256
  nChanged 95
		SP:Iteration 10Q (101053.060000 sec): 3 clusters
  Score: Raw -395779.147491 + Penalty 2696.053268 = -393083.094223
  nChanged 60
		SP:Iteration 11Q (101053.230000 sec): 3 clusters
  Score: Raw -395814.207950 + Penalty 2696.053268 = -393118.154682
  nChanged 55
		SP:Iteration 12Q (101053.420000 sec): 3 clusters
  Score: Raw -395838.481080 + Penalty 2696.053268 = -393142.427812
  nChanged 28
		SP:Iteration 13Q (101053.620000 sec): 3 clusters
  Score: Raw -395849.127538 + Penalty 2696.053268 = -393153.074271
  nChanged 18
		SP:Iteration 14Q (101053.850000 sec): 3 clusters
  Score: Raw -395856.601503 + Penalty 2696.053268 = -393160.548235
  nChanged 14
		SP:Iteration 15Q (101054.090000 sec): 3 clusters
  Score: Raw -395862.306707 + Penalty 2696.053268 = -393166.253439
  nChanged 20
		SP:Iteration 16Q (101054.280000 sec): 3 clusters
  Score: Raw -395870.069001 + Penalty 2696.053268 = -393174.015733
  nChanged 17
		SP:Iteration 17Q (101054.470000 sec): 3 clusters
  Score: Raw -395875.959542 + Penalty 2696.053268 = -393179.906275
  nChanged 13
		SP:Iteration 18Q (101054.670000 sec): 3 clusters
  Score: Raw -395880.292812 + Penalty 2696.053268 = -393184.239544
  nChanged 9
		SP:Iteration 19Q (101054.850000 sec): 3 clusters
  Score: Raw -395883.440881 + Penalty 2696.053268 = -393187.387613
  nChanged 10
		SP:Iteration 20F (101055.080000 sec): 3 clusters
  Score: Raw -395886.743899 + Penalty 2696.053268 = -393190.690631
  nChanged 11
		SP:Iteration 21Q (101055.280000 sec): 3 clusters
  Score: Raw -395891.503783 + Penalty 2696.053268 = -393195.450516
  nChanged 9
		SP:Iteration 22Q (101055.470000 sec): 3 clusters
  Score: Raw -395894.954515 + Penalty 2696.053268 = -393198.901247
  nChanged 6
		SP:Iteration 23Q (101055.660000 sec): 3 clusters
  Score: Raw -395896.961989 + Penalty 2696.053268 = -393200.908721
  nChanged 5
		SP:Iteration 24Q (101055.830000 sec): 3 clusters
  Score: Raw -395899.329072 + Penalty 2696.053268 = -393203.275804
  nChanged 7
		SP:Iteration 25Q (101056.010000 sec): 3 clusters
  Score: Raw -395901.944267 + Penalty 2696.053268 = -393205.890999
  nChanged 14
		SP:Iteration 26Q (101056.180000 sec): 3 clusters
  Score: Raw -395906.692728 + Penalty 2696.053268 = -393210.639460
  nChanged 12
		SP:Iteration 27Q (101056.350000 sec): 3 clusters
  Score: Raw -395909.566889 + Penalty 2696.053268 = -393213.513622
  nChanged 6
		SP:Iteration 28Q (101056.550000 sec): 3 clusters
  Score: Raw -395910.885454 + Penalty 2696.053268 = -393214.832186
  nChanged 4
		SP:Iteration 29Q (101056.750000 sec): 3 clusters
  Score: Raw -395912.150628 + Penalty 2696.053268 = -393216.097361
  nChanged 6
		SP:Iteration 30Q (101056.950000 sec): 3 clusters
  Score: Raw -395913.663121 + Penalty 2696.053268 = -393217.609853
  nChanged 6
		SP:Iteration 31Q (101057.140000 sec): 3 clusters
  Score: Raw -395915.036695 + Penalty 2696.053268 = -393218.983428
  nChanged 10
		SP:Iteration 32Q (101057.340000 sec): 3 clusters
  Score: Raw -395919.122988 + Penalty 2696.053268 = -393223.069721
  nChanged 14
		SP:Iteration 33Q (101057.550000 sec): 3 clusters
  Score: Raw -395923.128719 + Penalty 2696.053268 = -393227.075451
  nChanged 5
		SP:Iteration 34Q (101057.760000 sec): 3 clusters
  Score: Raw -395924.207356 + Penalty 2696.053268 = -393228.154088
  nChanged 6
		SP:Iteration 35Q (101057.920000 sec): 3 clusters
  Score: Raw -395925.688358 + Penalty 2696.053268 = -393229.635090
  nChanged 7
		SP:Iteration 36Q (101058.160000 sec): 3 clusters
  Score: Raw -395927.725714 + Penalty 2696.053268 = -393231.672447
  nChanged 5
		SP:Iteration 37Q (101058.390000 sec): 3 clusters
  Score: Raw -395929.229479 + Penalty 2696.053268 = -393233.176212
  nChanged 6
		SP:Iteration 38Q (101058.570000 sec): 3 clusters
  Score: Raw -395930.535888 + Penalty 2696.053268 = -393234.482620
  nChanged 4
		SP:Iteration 39Q (101058.770000 sec): 3 clusters
  Score: Raw -395930.924261 + Penalty 2696.053268 = -393234.870994
  nChanged 1
		SP:Iteration 40F (101059.020000 sec): 3 clusters
  Score: Raw -395931.016430 + Penalty 2696.053268 = -393234.963162
  nChanged 1
		SP:Iteration 41Q (101059.190000 sec): 3 clusters
  Score: Raw -395931.376611 + Penalty 2696.053268 = -393235.323343
  nChanged 1
		SP:Iteration 42Q (101059.430000 sec): 3 clusters
  Score: Raw -395931.870618 + Penalty 2696.053268 = -393235.817350
  nChanged 3
		SP:Iteration 43Q (101059.590000 sec): 3 clusters
  Score: Raw -395932.413548 + Penalty 2696.053268 = -393236.360280
  nChanged 1
		SP:Iteration 44Q (101059.840000 sec): 3 clusters
  Score: Raw -395932.639624 + Penalty 2696.053268 = -393236.586356
  nChanged 1
		SP:Iteration 45Q (101060.090000 sec): 3 clusters
  Score: Raw -395932.763979 + Penalty 2696.053268 = -393236.710711
  nChanged 2
		SP:Iteration 46Q (101060.260000 sec): 3 clusters
  Score: Raw -395933.061520 + Penalty 2696.053268 = -393237.008253
  nChanged 2
		SP:Iteration 47Q (101060.470000 sec): 3 clusters
  Score: Raw -395933.387288 + Penalty 2696.053268 = -393237.334020
  nChanged 0
		SP:Iteration 48F (101060.690000 sec): 3 clusters
  Score: Raw -395933.387288 + Penalty 2696.053268 = -393237.334020
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101060.810000 sec): 2 clusters
  Score: Raw -783036.674431 + Penalty 1447.156743 = -781589.517688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101061.060000 sec): 3 clusters
  Score: Raw -779003.668442 + Penalty 2894.313486 = -776109.354956
  nChanged 3087
		SP:Iteration 1F (101061.290000 sec): 3 clusters
  Score: Raw -780752.288461 + Penalty 2894.313486 = -777857.974975
  nChanged 492
		SP:Iteration 2F (101061.550000 sec): 3 clusters
  Score: Raw -780968.840516 + Penalty 2894.313486 = -778074.527030
  nChanged 370
		SP:Iteration 3F (101061.770000 sec): 3 clusters
  Score: Raw -781118.182906 + Penalty 2894.313486 = -778223.869420
  nChanged 283
		SP:Iteration 4Q (101061.990000 sec): 3 clusters
  Score: Raw -781234.017582 + Penalty 2894.313486 = -778339.704096
  nChanged 257
		SP:Iteration 5Q (101062.190000 sec): 3 clusters
  Score: Raw -781346.942270 + Penalty 2894.313486 = -778452.628784
  nChanged 238
		SP:Iteration 6Q (101062.390000 sec): 3 clusters
  Score: Raw -781459.205816 + Penalty 2894.313486 = -778564.892330
  nChanged 246
		SP:Iteration 7Q (101062.590000 sec): 3 clusters
  Score: Raw -781589.300708 + Penalty 2894.313486 = -778694.987222
  nChanged 284
		SP:Iteration 8Q (101062.790000 sec): 3 clusters
  Score: Raw -781773.541511 + Penalty 2894.313486 = -778879.228024
  nChanged 294
		SP:Iteration 9Q (101062.980000 sec): 3 clusters
  Score: Raw -781964.106086 + Penalty 2894.313486 = -779069.792600
  nChanged 290
		SP:Iteration 10Q (101063.220000 sec): 3 clusters
  Score: Raw -782155.262615 + Penalty 2894.313486 = -779260.949129
  nChanged 266
		SP:Iteration 11Q (101063.400000 sec): 3 clusters
  Score: Raw -782342.562343 + Penalty 2894.313486 = -779448.248856
  nChanged 235
		SP:Iteration 12Q (101063.570000 sec): 3 clusters
  Score: Raw -782520.892424 + Penalty 2894.313486 = -779626.578938
  nChanged 210
		SP:Iteration 13Q (101063.780000 sec): 3 clusters
  Score: Raw -782682.489195 + Penalty 2894.313486 = -779788.175708
  nChanged 178
		SP:Iteration 14Q (101063.980000 sec): 3 clusters
  Score: Raw -782821.938532 + Penalty 2894.313486 = -779927.625046
  nChanged 137
		SP:Iteration 15Q (101064.160000 sec): 3 clusters
  Score: Raw -782934.059117 + Penalty 2894.313486 = -780039.745631
  nChanged 108
		SP:Iteration 16Q (101064.360000 sec): 3 clusters
  Score: Raw -783000.360234 + Penalty 2894.313486 = -780106.046748
  nChanged 95
		SP:Iteration 17Q (101064.560000 sec): 3 clusters
  Score: Raw -783073.932980 + Penalty 2894.313486 = -780179.619494
  nChanged 77
		SP:Iteration 18Q (101064.740000 sec): 3 clusters
  Score: Raw -783134.136516 + Penalty 2894.313486 = -780239.823029
  nChanged 68
		SP:Iteration 19Q (101064.970000 sec): 3 clusters
  Score: Raw -783179.371782 + Penalty 2894.313486 = -780285.058295
  nChanged 47
		SP:Iteration 20F (101065.140000 sec): 3 clusters
  Score: Raw -783208.499047 + Penalty 2894.313486 = -780314.185561
  nChanged 34
		SP:Iteration 21Q (101065.320000 sec): 3 clusters
  Score: Raw -783229.514700 + Penalty 2894.313486 = -780335.201214
  nChanged 31
		SP:Iteration 22Q (101065.490000 sec): 3 clusters
  Score: Raw -783247.303029 + Penalty 2894.313486 = -780352.989543
  nChanged 14
		SP:Iteration 23Q (101065.680000 sec): 3 clusters
  Score: Raw -783255.606245 + Penalty 2894.313486 = -780361.292759
  nChanged 13
		SP:Iteration 24Q (101065.880000 sec): 3 clusters
  Score: Raw -783263.772616 + Penalty 2894.313486 = -780369.459129
  nChanged 13
		SP:Iteration 25Q (101066.100000 sec): 3 clusters
  Score: Raw -783273.834174 + Penalty 2894.313486 = -780379.520687
  nChanged 19
		SP:Iteration 26Q (101066.310000 sec): 3 clusters
  Score: Raw -783283.025167 + Penalty 2894.313486 = -780388.711681
  nChanged 9
		SP:Iteration 27Q (101066.500000 sec): 3 clusters
  Score: Raw -783287.747942 + Penalty 2894.313486 = -780393.434456
  nChanged 8
		SP:Iteration 28Q (101066.710000 sec): 3 clusters
  Score: Raw -783292.267850 + Penalty 2894.313486 = -780397.954364
  nChanged 4
		SP:Iteration 29Q (101066.970000 sec): 3 clusters
  Score: Raw -783293.428431 + Penalty 2894.313486 = -780399.114945
  nChanged 1
		SP:Iteration 30Q (101067.140000 sec): 3 clusters
  Score: Raw -783293.824491 + Penalty 2894.313486 = -780399.511005
  nChanged 1
		SP:Iteration 31Q (101067.340000 sec): 3 clusters
  Score: Raw -783294.189698 + Penalty 2894.313486 = -780399.876211
  nChanged 1
		SP:Iteration 32Q (101067.580000 sec): 3 clusters
  Score: Raw -783294.534745 + Penalty 2894.313486 = -780400.221259
  nChanged 0
		SP:Iteration 33F (101067.810000 sec): 3 clusters
  Score: Raw -783294.534745 + Penalty 2894.313486 = -780400.221259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101067.910000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101068.130000 sec): 3 clusters
  Score: Raw -85710.765998 + Penalty 2192.965621 = -83517.800377
  nChanged 251
		SP:Iteration 1F (101068.300000 sec): 3 clusters
  Score: Raw -85918.232413 + Penalty 2192.965621 = -83725.266792
  nChanged 61
		SP:Iteration 2F (101068.460000 sec): 3 clusters
  Score: Raw -86011.483852 + Penalty 2192.965621 = -83818.518231
  nChanged 40
		SP:Iteration 3Q (101068.690000 sec): 3 clusters
  Score: Raw -86087.541599 + Penalty 2192.965621 = -83894.575978
  nChanged 34
		SP:Iteration 4Q (101068.900000 sec): 3 clusters
  Score: Raw -86140.504009 + Penalty 2192.965621 = -83947.538387
  nChanged 29
		SP:Iteration 5Q (101069.130000 sec): 3 clusters
  Score: Raw -86174.517626 + Penalty 2192.965621 = -83981.552004
  nChanged 22
		SP:Iteration 6Q (101069.330000 sec): 3 clusters
  Score: Raw -86199.073008 + Penalty 2192.965621 = -84006.107386
  nChanged 16
		SP:Iteration 7Q (101069.560000 sec): 3 clusters
  Score: Raw -86220.449191 + Penalty 2192.965621 = -84027.483570
  nChanged 13
		SP:Iteration 8Q (101069.750000 sec): 3 clusters
  Score: Raw -86240.037494 + Penalty 2192.965621 = -84047.071873
  nChanged 14
		SP:Iteration 9Q (101069.970000 sec): 3 clusters
  Score: Raw -86257.251556 + Penalty 2192.965621 = -84064.285935
  nChanged 7
		SP:Iteration 10Q (101070.120000 sec): 3 clusters
  Score: Raw -86266.283122 + Penalty 2192.965621 = -84073.317501
  nChanged 11
		SP:Iteration 11Q (101070.300000 sec): 3 clusters
  Score: Raw -86277.007247 + Penalty 2192.965621 = -84084.041626
  nChanged 8
		SP:Iteration 12Q (101070.530000 sec): 3 clusters
  Score: Raw -86288.922732 + Penalty 2192.965621 = -84095.957111
  nChanged 9
		SP:Iteration 13Q (101070.740000 sec): 3 clusters
  Score: Raw -86297.701196 + Penalty 2192.965621 = -84104.735574
  nChanged 6
		SP:Iteration 14Q (101070.960000 sec): 3 clusters
  Score: Raw -86304.758207 + Penalty 2192.965621 = -84111.792586
  nChanged 6
		SP:Iteration 15Q (101071.120000 sec): 3 clusters
  Score: Raw -86310.161675 + Penalty 2192.965621 = -84117.196053
  nChanged 1
		SP:Iteration 16Q (101071.350000 sec): 3 clusters
  Score: Raw -86310.567848 + Penalty 2192.965621 = -84117.602226
  nChanged 0
		SP:Iteration 17F (101071.590000 sec): 3 clusters
  Score: Raw -86310.567848 + Penalty 2192.965621 = -84117.602226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101071.710000 sec): 2 clusters
  Score: Raw -1664866.766325 + Penalty 1574.199523 = -1663292.566802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101071.960000 sec): 3 clusters
  Score: Raw -1655276.027834 + Penalty 3148.399046 = -1652127.628788
  nChanged 7214
		SP:Iteration 1F (101072.250000 sec): 3 clusters
  Score: Raw -1659158.856837 + Penalty 3148.399046 = -1656010.457791
  nChanged 913
		SP:Iteration 2F (101072.530000 sec): 3 clusters
  Score: Raw -1659561.874782 + Penalty 3148.399046 = -1656413.475737
  nChanged 868
		SP:Iteration 3F (101072.770000 sec): 3 clusters
  Score: Raw -1660018.791499 + Penalty 3148.399046 = -1656870.392454
  nChanged 889
		SP:Iteration 4F (101073.070000 sec): 3 clusters
  Score: Raw -1660565.983875 + Penalty 3148.399046 = -1657417.584829
  nChanged 915
		SP:Iteration 5F (101073.420000 sec): 3 clusters
  Score: Raw -1661105.837769 + Penalty 3148.399046 = -1657957.438723
  nChanged 851
		SP:Iteration 6F (101073.680000 sec): 3 clusters
  Score: Raw -1661592.945046 + Penalty 3148.399046 = -1658444.546000
  nChanged 783
		SP:Iteration 7Q (101073.940000 sec): 3 clusters
  Score: Raw -1662025.637041 + Penalty 3148.399046 = -1658877.237996
  nChanged 706
		SP:Iteration 8Q (101074.130000 sec): 3 clusters
  Score: Raw -1662373.489307 + Penalty 3148.399046 = -1659225.090261
  nChanged 604
		SP:Iteration 9Q (101074.360000 sec): 3 clusters
  Score: Raw -1662674.590064 + Penalty 3148.399046 = -1659526.191018
  nChanged 574
		SP:Iteration 10Q (101074.680000 sec): 3 clusters
  Score: Raw -1662950.704076 + Penalty 3148.399046 = -1659802.305031
  nChanged 527
		SP:Iteration 11Q (101074.960000 sec): 3 clusters
  Score: Raw -1663175.900731 + Penalty 3148.399046 = -1660027.501686
  nChanged 453
		SP:Iteration 12Q (101075.180000 sec): 3 clusters
  Score: Raw -1663370.755594 + Penalty 3148.399046 = -1660222.356548
  nChanged 415
		SP:Iteration 13Q (101075.450000 sec): 3 clusters
  Score: Raw -1663563.226519 + Penalty 3148.399046 = -1660414.827474
  nChanged 416
		SP:Iteration 14Q (101075.730000 sec): 3 clusters
  Score: Raw -1663750.341733 + Penalty 3148.399046 = -1660601.942687
  nChanged 375
		SP:Iteration 15Q (101075.990000 sec): 3 clusters
  Score: Raw -1663930.950972 + Penalty 3148.399046 = -1660782.551927
  nChanged 379
		SP:Iteration 16Q (101076.310000 sec): 3 clusters
  Score: Raw -1664113.145913 + Penalty 3148.399046 = -1660964.746868
  nChanged 356
		SP:Iteration 17Q (101076.550000 sec): 3 clusters
  Score: Raw -1664283.008537 + Penalty 3148.399046 = -1661134.609491
  nChanged 338
		SP:Iteration 18Q (101076.830000 sec): 3 clusters
  Score: Raw -1664434.657504 + Penalty 3148.399046 = -1661286.258458
  nChanged 275
		SP:Iteration 19Q (101077.080000 sec): 3 clusters
  Score: Raw -1664542.375037 + Penalty 3148.399046 = -1661393.975991
  nChanged 222
		SP:Iteration 20F (101077.370000 sec): 3 clusters
  Score: Raw -1664630.964075 + Penalty 3148.399046 = -1661482.565030
  nChanged 223
		SP:Iteration 21Q (101077.640000 sec): 3 clusters
  Score: Raw -1664713.176065 + Penalty 3148.399046 = -1661564.777019
  nChanged 185
		SP:Iteration 22Q (101077.860000 sec): 3 clusters
  Score: Raw -1664783.606019 + Penalty 3148.399046 = -1661635.206973
  nChanged 172
		SP:Iteration 23Q (101078.120000 sec): 3 clusters
  Score: Raw -1664843.581815 + Penalty 3148.399046 = -1661695.182769
  nChanged 149
		SP:Iteration 24Q (101078.390000 sec): 3 clusters
  Score: Raw -1664895.356668 + Penalty 3148.399046 = -1661746.957622
  nChanged 134
		SP:Iteration 25Q (101078.680000 sec): 3 clusters
  Score: Raw -1664949.048384 + Penalty 3148.399046 = -1661800.649338
  nChanged 141
		SP:Iteration 26Q (101078.890000 sec): 3 clusters
  Score: Raw -1665002.890685 + Penalty 3148.399046 = -1661854.491639
  nChanged 128
		SP:Iteration 27Q (101079.130000 sec): 3 clusters
  Score: Raw -1665047.599050 + Penalty 3148.399046 = -1661899.200005
  nChanged 103
		SP:Iteration 28Q (101079.410000 sec): 3 clusters
  Score: Raw -1665083.674402 + Penalty 3148.399046 = -1661935.275356
  nChanged 100
		SP:Iteration 29Q (101079.650000 sec): 3 clusters
  Score: Raw -1665122.480518 + Penalty 3148.399046 = -1661974.081472
  nChanged 96
		SP:Iteration 30Q (101079.890000 sec): 3 clusters
  Score: Raw -1665156.202873 + Penalty 3148.399046 = -1662007.803828
  nChanged 73
		SP:Iteration 31Q (101080.150000 sec): 3 clusters
  Score: Raw -1665183.422272 + Penalty 3148.399046 = -1662035.023226
  nChanged 71
		SP:Iteration 32Q (101080.400000 sec): 3 clusters
  Score: Raw -1665209.032886 + Penalty 3148.399046 = -1662060.633840
  nChanged 70
		SP:Iteration 33Q (101080.670000 sec): 3 clusters
  Score: Raw -1665233.227205 + Penalty 3148.399046 = -1662084.828160
  nChanged 64
		SP:Iteration 34Q (101080.920000 sec): 3 clusters
  Score: Raw -1665256.056745 + Penalty 3148.399046 = -1662107.657699
  nChanged 52
		SP:Iteration 35Q (101081.230000 sec): 3 clusters
  Score: Raw -1665269.717604 + Penalty 3148.399046 = -1662121.318559
  nChanged 35
		SP:Iteration 36Q (101081.470000 sec): 3 clusters
  Score: Raw -1665280.652224 + Penalty 3148.399046 = -1662132.253179
  nChanged 48
		SP:Iteration 37Q (101081.710000 sec): 3 clusters
  Score: Raw -1665297.042884 + Penalty 3148.399046 = -1662148.643839
  nChanged 36
		SP:Iteration 38Q (101082.010000 sec): 3 clusters
  Score: Raw -1665307.365384 + Penalty 3148.399046 = -1662158.966339
  nChanged 43
		SP:Iteration 39Q (101082.240000 sec): 3 clusters
  Score: Raw -1665318.630216 + Penalty 3148.399046 = -1662170.231170
  nChanged 42
		SP:Iteration 40F (101082.500000 sec): 3 clusters
  Score: Raw -1665331.217035 + Penalty 3148.399046 = -1662182.817990
  nChanged 37
		SP:Iteration 41Q (101082.770000 sec): 3 clusters
  Score: Raw -1665341.017003 + Penalty 3148.399046 = -1662192.617958
  nChanged 37
		SP:Iteration 42Q (101083.010000 sec): 3 clusters
  Score: Raw -1665353.350177 + Penalty 3148.399046 = -1662204.951132
  nChanged 35
		SP:Iteration 43Q (101083.240000 sec): 3 clusters
  Score: Raw -1665365.419536 + Penalty 3148.399046 = -1662217.020491
  nChanged 29
		SP:Iteration 44Q (101083.500000 sec): 3 clusters
  Score: Raw -1665374.767163 + Penalty 3148.399046 = -1662226.368118
  nChanged 31
		SP:Iteration 45Q (101083.760000 sec): 3 clusters
  Score: Raw -1665387.078551 + Penalty 3148.399046 = -1662238.679505
  nChanged 39
		SP:Iteration 46Q (101083.990000 sec): 3 clusters
  Score: Raw -1665408.422282 + Penalty 3148.399046 = -1662260.023237
  nChanged 41
		SP:Iteration 47Q (101084.280000 sec): 3 clusters
  Score: Raw -1665432.781372 + Penalty 3148.399046 = -1662284.382326
  nChanged 43
		SP:Iteration 48Q (101084.490000 sec): 3 clusters
  Score: Raw -1665458.537240 + Penalty 3148.399046 = -1662310.138194
  nChanged 53
		SP:Iteration 49Q (101084.770000 sec): 3 clusters
  Score: Raw -1665489.185552 + Penalty 3148.399046 = -1662340.786507
  nChanged 48
		SP:Iteration 50Q (101085.040000 sec): 3 clusters
  Score: Raw -1665510.573576 + Penalty 3148.399046 = -1662362.174530
  nChanged 43
		SP:Iteration 51Q (101085.290000 sec): 3 clusters
  Score: Raw -1665532.836181 + Penalty 3148.399046 = -1662384.437135
  nChanged 50
		SP:Iteration 52Q (101085.570000 sec): 3 clusters
  Score: Raw -1665551.658436 + Penalty 3148.399046 = -1662403.259391
  nChanged 46
		SP:Iteration 53Q (101085.800000 sec): 3 clusters
  Score: Raw -1665573.766834 + Penalty 3148.399046 = -1662425.367788
  nChanged 42
		SP:Iteration 54Q (101086.070000 sec): 3 clusters
  Score: Raw -1665590.013517 + Penalty 3148.399046 = -1662441.614471
  nChanged 31
		SP:Iteration 55Q (101086.360000 sec): 3 clusters
  Score: Raw -1665602.724889 + Penalty 3148.399046 = -1662454.325844
  nChanged 33
		SP:Iteration 56Q (101086.610000 sec): 3 clusters
  Score: Raw -1665614.791289 + Penalty 3148.399046 = -1662466.392243
  nChanged 32
		SP:Iteration 57Q (101086.880000 sec): 3 clusters
  Score: Raw -1665629.389604 + Penalty 3148.399046 = -1662480.990559
  nChanged 32
		SP:Iteration 58Q (101087.100000 sec): 3 clusters
  Score: Raw -1665641.742472 + Penalty 3148.399046 = -1662493.343426
  nChanged 32
		SP:Iteration 59Q (101087.350000 sec): 3 clusters
  Score: Raw -1665653.843931 + Penalty 3148.399046 = -1662505.444885
  nChanged 30
		SP:Iteration 60F (101087.560000 sec): 3 clusters
  Score: Raw -1665667.027716 + Penalty 3148.399046 = -1662518.628670
  nChanged 28
		SP:Iteration 61Q (101087.790000 sec): 3 clusters
  Score: Raw -1665677.347782 + Penalty 3148.399046 = -1662528.948736
  nChanged 26
		SP:Iteration 62Q (101088.040000 sec): 3 clusters
  Score: Raw -1665686.819258 + Penalty 3148.399046 = -1662538.420212
  nChanged 23
		SP:Iteration 63Q (101088.280000 sec): 3 clusters
  Score: Raw -1665693.409144 + Penalty 3148.399046 = -1662545.010098
  nChanged 13
		SP:Iteration 64Q (101088.530000 sec): 3 clusters
  Score: Raw -1665696.424698 + Penalty 3148.399046 = -1662548.025652
  nChanged 8
		SP:Iteration 65Q (101088.760000 sec): 3 clusters
  Score: Raw -1665698.583705 + Penalty 3148.399046 = -1662550.184660
  nChanged 10
		SP:Iteration 66Q (101088.960000 sec): 3 clusters
  Score: Raw -1665701.320006 + Penalty 3148.399046 = -1662552.920961
  nChanged 11
		SP:Iteration 67Q (101089.220000 sec): 3 clusters
  Score: Raw -1665704.088993 + Penalty 3148.399046 = -1662555.689947
  nChanged 5
		SP:Iteration 68Q (101089.460000 sec): 3 clusters
  Score: Raw -1665705.233442 + Penalty 3148.399046 = -1662556.834396
  nChanged 4
		SP:Iteration 69Q (101089.680000 sec): 3 clusters
  Score: Raw -1665706.002868 + Penalty 3148.399046 = -1662557.603822
  nChanged 2
		SP:Iteration 70Q (101089.990000 sec): 3 clusters
  Score: Raw -1665706.360210 + Penalty 3148.399046 = -1662557.961164
  nChanged 0
		SP:Iteration 71F (101090.200000 sec): 3 clusters
  Score: Raw -1665706.360210 + Penalty 3148.399046 = -1662557.961164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101090.340000 sec): 2 clusters
  Score: Raw -92603.076292 + Penalty 1102.657992 = -91500.418300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101090.530000 sec): 3 clusters
  Score: Raw -92424.141094 + Penalty 2205.315985 = -90218.825109
  nChanged 252
		SP:Iteration 1F (101090.720000 sec): 3 clusters
  Score: Raw -92706.289817 + Penalty 2205.315985 = -90500.973832
  nChanged 77
		SP:Iteration 2F (101090.860000 sec): 3 clusters
  Score: Raw -92823.458580 + Penalty 2205.315985 = -90618.142596
  nChanged 45
		SP:Iteration 3F (101091.030000 sec): 3 clusters
  Score: Raw -92911.180063 + Penalty 2205.315985 = -90705.864079
  nChanged 34
		SP:Iteration 4Q (101091.270000 sec): 3 clusters
  Score: Raw -92982.261773 + Penalty 2205.315985 = -90776.945788
  nChanged 29
		SP:Iteration 5Q (101091.460000 sec): 3 clusters
  Score: Raw -93032.827692 + Penalty 2205.315985 = -90827.511707
  nChanged 21
		SP:Iteration 6Q (101091.680000 sec): 3 clusters
  Score: Raw -93064.268143 + Penalty 2205.315985 = -90858.952159
  nChanged 12
		SP:Iteration 7Q (101091.840000 sec): 3 clusters
  Score: Raw -93082.716767 + Penalty 2205.315985 = -90877.400782
  nChanged 13
		SP:Iteration 8Q (101092.020000 sec): 3 clusters
  Score: Raw -93101.452477 + Penalty 2205.315985 = -90896.136492
  nChanged 9
		SP:Iteration 9Q (101092.250000 sec): 3 clusters
  Score: Raw -93112.359981 + Penalty 2205.315985 = -90907.043997
  nChanged 8
		SP:Iteration 10Q (101092.480000 sec): 3 clusters
  Score: Raw -93122.000631 + Penalty 2205.315985 = -90916.684646
  nChanged 8
		SP:Iteration 11Q (101092.640000 sec): 3 clusters
  Score: Raw -93137.406590 + Penalty 2205.315985 = -90932.090606
  nChanged 10
		SP:Iteration 12Q (101092.860000 sec): 3 clusters
  Score: Raw -93159.672035 + Penalty 2205.315985 = -90954.356051
  nChanged 14
		SP:Iteration 13Q (101093.040000 sec): 3 clusters
  Score: Raw -93190.323398 + Penalty 2205.315985 = -90985.007413
  nChanged 15
		SP:Iteration 14Q (101093.240000 sec): 3 clusters
  Score: Raw -93224.429517 + Penalty 2205.315985 = -91019.113532
  nChanged 16
		SP:Iteration 15Q (101093.450000 sec): 3 clusters
  Score: Raw -93267.437213 + Penalty 2205.315985 = -91062.121228
  nChanged 23
		SP:Iteration 16Q (101093.590000 sec): 3 clusters
  Score: Raw -93318.166198 + Penalty 2205.315985 = -91112.850214
  nChanged 15
		SP:Iteration 17Q (101093.790000 sec): 3 clusters
  Score: Raw -93350.486707 + Penalty 2205.315985 = -91145.170722
  nChanged 9
		SP:Iteration 18Q (101093.980000 sec): 3 clusters
  Score: Raw -93362.354601 + Penalty 2205.315985 = -91157.038617
  nChanged 6
		SP:Iteration 19Q (101094.220000 sec): 3 clusters
  Score: Raw -93373.848646 + Penalty 2205.315985 = -91168.532661
  nChanged 5
		SP:Iteration 20F (101094.380000 sec): 3 clusters
  Score: Raw -93380.568066 + Penalty 2205.315985 = -91175.252081
  nChanged 3
		SP:Iteration 21Q (101094.590000 sec): 3 clusters
  Score: Raw -93387.447366 + Penalty 2205.315985 = -91182.131381
  nChanged 2
		SP:Iteration 22Q (101094.820000 sec): 3 clusters
  Score: Raw -93391.991862 + Penalty 2205.315985 = -91186.675877
  nChanged 1
		SP:Iteration 23Q (101094.990000 sec): 3 clusters
  Score: Raw -93392.896417 + Penalty 2205.315985 = -91187.580433
  nChanged 0
		SP:Iteration 24F (101095.150000 sec): 3 clusters
  Score: Raw -93392.896417 + Penalty 2205.315985 = -91187.580433
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101095.290000 sec): 2 clusters
  Score: Raw -478436.092857 + Penalty 1390.479747 = -477045.613110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101095.530000 sec): 3 clusters
  Score: Raw -475729.874992 + Penalty 2780.959495 = -472948.915497
  nChanged 2160
		SP:Iteration 1F (101095.730000 sec): 3 clusters
  Score: Raw -477211.900507 + Penalty 2780.959495 = -474430.941012
  nChanged 484
		SP:Iteration 2F (101095.940000 sec): 3 clusters
  Score: Raw -477613.034371 + Penalty 2780.959495 = -474832.074876
  nChanged 365
		SP:Iteration 3F (101096.120000 sec): 3 clusters
  Score: Raw -477888.792744 + Penalty 2780.959495 = -475107.833249
  nChanged 300
		SP:Iteration 4F (101096.360000 sec): 3 clusters
  Score: Raw -478071.919949 + Penalty 2780.959495 = -475290.960455
  nChanged 219
		SP:Iteration 5Q (101096.580000 sec): 3 clusters
  Score: Raw -478188.111627 + Penalty 2780.959495 = -475407.152132
  nChanged 160
		SP:Iteration 6Q (101096.760000 sec): 3 clusters
  Score: Raw -478259.587124 + Penalty 2780.959495 = -475478.627629
  nChanged 146
		SP:Iteration 7Q (101096.990000 sec): 3 clusters
  Score: Raw -478331.788590 + Penalty 2780.959495 = -475550.829095
  nChanged 132
		SP:Iteration 8Q (101097.150000 sec): 3 clusters
  Score: Raw -478401.673014 + Penalty 2780.959495 = -475620.713519
  nChanged 117
		SP:Iteration 9Q (101097.330000 sec): 3 clusters
  Score: Raw -478457.616817 + Penalty 2780.959495 = -475676.657322
  nChanged 111
		SP:Iteration 10Q (101097.560000 sec): 3 clusters
  Score: Raw -478517.692581 + Penalty 2780.959495 = -475736.733086
  nChanged 112
		SP:Iteration 11Q (101097.790000 sec): 3 clusters
  Score: Raw -478576.980136 + Penalty 2780.959495 = -475796.020641
  nChanged 110
		SP:Iteration 12Q (101097.950000 sec): 3 clusters
  Score: Raw -478645.401265 + Penalty 2780.959495 = -475864.441770
  nChanged 102
		SP:Iteration 13Q (101098.170000 sec): 3 clusters
  Score: Raw -478705.628601 + Penalty 2780.959495 = -475924.669106
  nChanged 86
		SP:Iteration 14Q (101098.360000 sec): 3 clusters
  Score: Raw -478761.119300 + Penalty 2780.959495 = -475980.159805
  nChanged 75
		SP:Iteration 15Q (101098.590000 sec): 3 clusters
  Score: Raw -478799.925501 + Penalty 2780.959495 = -476018.966006
  nChanged 59
		SP:Iteration 16Q (101098.810000 sec): 3 clusters
  Score: Raw -478824.940825 + Penalty 2780.959495 = -476043.981330
  nChanged 51
		SP:Iteration 17Q (101099.010000 sec): 3 clusters
  Score: Raw -478848.366029 + Penalty 2780.959495 = -476067.406534
  nChanged 40
		SP:Iteration 18Q (101099.210000 sec): 3 clusters
  Score: Raw -478866.640595 + Penalty 2780.959495 = -476085.681100
  nChanged 30
		SP:Iteration 19Q (101099.410000 sec): 3 clusters
  Score: Raw -478883.779166 + Penalty 2780.959495 = -476102.819671
  nChanged 29
		SP:Iteration 20F (101099.610000 sec): 3 clusters
  Score: Raw -478897.370719 + Penalty 2780.959495 = -476116.411224
  nChanged 27
		SP:Iteration 21Q (101099.800000 sec): 3 clusters
  Score: Raw -478906.662785 + Penalty 2780.959495 = -476125.703290
  nChanged 23
		SP:Iteration 22Q (101100.010000 sec): 3 clusters
  Score: Raw -478913.311042 + Penalty 2780.959495 = -476132.351547
  nChanged 20
		SP:Iteration 23Q (101100.210000 sec): 3 clusters
  Score: Raw -478921.914849 + Penalty 2780.959495 = -476140.955354
  nChanged 16
		SP:Iteration 24Q (101100.420000 sec): 3 clusters
  Score: Raw -478927.829160 + Penalty 2780.959495 = -476146.869666
  nChanged 11
		SP:Iteration 25Q (101100.610000 sec): 3 clusters
  Score: Raw -478931.625003 + Penalty 2780.959495 = -476150.665508
  nChanged 6
		SP:Iteration 26Q (101100.790000 sec): 3 clusters
  Score: Raw -478933.047165 + Penalty 2780.959495 = -476152.087670
  nChanged 8
		SP:Iteration 27Q (101101.000000 sec): 3 clusters
  Score: Raw -478935.432974 + Penalty 2780.959495 = -476154.473479
  nChanged 6
		SP:Iteration 28Q (101101.190000 sec): 3 clusters
  Score: Raw -478937.331848 + Penalty 2780.959495 = -476156.372353
  nChanged 5
		SP:Iteration 29Q (101101.370000 sec): 3 clusters
  Score: Raw -478938.916604 + Penalty 2780.959495 = -476157.957109
  nChanged 9
		SP:Iteration 30Q (101101.560000 sec): 3 clusters
  Score: Raw -478941.856872 + Penalty 2780.959495 = -476160.897377
  nChanged 6
		SP:Iteration 31Q (101101.780000 sec): 3 clusters
  Score: Raw -478942.829141 + Penalty 2780.959495 = -476161.869646
  nChanged 2
		SP:Iteration 32Q (101102.000000 sec): 3 clusters
  Score: Raw -478943.767598 + Penalty 2780.959495 = -476162.808103
  nChanged 2
		SP:Iteration 33Q (101102.190000 sec): 3 clusters
  Score: Raw -478945.226132 + Penalty 2780.959495 = -476164.266637
  nChanged 6
		SP:Iteration 34Q (101102.400000 sec): 3 clusters
  Score: Raw -478948.101857 + Penalty 2780.959495 = -476167.142362
  nChanged 7
		SP:Iteration 35Q (101102.590000 sec): 3 clusters
  Score: Raw -478949.920485 + Penalty 2780.959495 = -476168.960990
  nChanged 9
		SP:Iteration 36Q (101102.830000 sec): 3 clusters
  Score: Raw -478952.428043 + Penalty 2780.959495 = -476171.468548
  nChanged 6
		SP:Iteration 37Q (101103.000000 sec): 3 clusters
  Score: Raw -478954.031490 + Penalty 2780.959495 = -476173.071995
  nChanged 5
		SP:Iteration 38Q (101103.180000 sec): 3 clusters
  Score: Raw -478955.722408 + Penalty 2780.959495 = -476174.762913
  nChanged 8
		SP:Iteration 39Q (101103.410000 sec): 3 clusters
  Score: Raw -478958.235895 + Penalty 2780.959495 = -476177.276400
  nChanged 7
		SP:Iteration 40F (101103.620000 sec): 3 clusters
  Score: Raw -478961.677574 + Penalty 2780.959495 = -476180.718079
  nChanged 8
		SP:Iteration 41Q (101103.830000 sec): 3 clusters
  Score: Raw -478963.555288 + Penalty 2780.959495 = -476182.595793
  nChanged 2
		SP:Iteration 42Q (101104.020000 sec): 3 clusters
  Score: Raw -478964.279473 + Penalty 2780.959495 = -476183.319978
  nChanged 1
		SP:Iteration 43Q (101104.210000 sec): 3 clusters
  Score: Raw -478964.361302 + Penalty 2780.959495 = -476183.401807
  nChanged 0
		SP:Iteration 44F (101104.410000 sec): 3 clusters
  Score: Raw -478964.361302 + Penalty 2780.959495 = -476183.401807
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101104.580000 sec): 2 clusters
  Score: Raw -609982.947279 + Penalty 1411.022596 = -608571.924683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101104.800000 sec): 3 clusters
  Score: Raw -606825.483065 + Penalty 2822.045192 = -604003.437873
  nChanged 2437
		SP:Iteration 1F (101104.970000 sec): 3 clusters
  Score: Raw -608132.086625 + Penalty 2822.045192 = -605310.041433
  nChanged 457
		SP:Iteration 2F (101105.210000 sec): 3 clusters
  Score: Raw -608376.537624 + Penalty 2822.045192 = -605554.492432
  nChanged 342
		SP:Iteration 3F (101105.410000 sec): 3 clusters
  Score: Raw -608560.778067 + Penalty 2822.045192 = -605738.732875
  nChanged 319
		SP:Iteration 4F (101105.540000 sec): 3 clusters
  Score: Raw -608742.286246 + Penalty 2822.045192 = -605920.241054
  nChanged 279
		SP:Iteration 5Q (101105.680000 sec): 3 clusters
  Score: Raw -608921.112501 + Penalty 2822.045192 = -606099.067309
  nChanged 287
		SP:Iteration 6Q (101105.860000 sec): 3 clusters
  Score: Raw -609127.946390 + Penalty 2822.045192 = -606305.901198
  nChanged 281
		SP:Iteration 7Q (101106.050000 sec): 3 clusters
  Score: Raw -609332.137201 + Penalty 2822.045192 = -606510.092009
  nChanged 272
		SP:Iteration 8Q (101106.210000 sec): 3 clusters
  Score: Raw -609525.176210 + Penalty 2822.045192 = -606703.131018
  nChanged 243
		SP:Iteration 9Q (101106.350000 sec): 3 clusters
  Score: Raw -609699.115203 + Penalty 2822.045192 = -606877.070011
  nChanged 232
		SP:Iteration 10Q (101106.490000 sec): 3 clusters
  Score: Raw -609867.238988 + Penalty 2822.045192 = -607045.193796
  nChanged 197
		SP:Iteration 11Q (101106.630000 sec): 3 clusters
  Score: Raw -609989.972970 + Penalty 2822.045192 = -607167.927779
  nChanged 151
		SP:Iteration 12Q (101106.800000 sec): 3 clusters
  Score: Raw -610062.245221 + Penalty 2822.045192 = -607240.200029
  nChanged 103
		SP:Iteration 13Q (101106.980000 sec): 3 clusters
  Score: Raw -610108.553057 + Penalty 2822.045192 = -607286.507865
  nChanged 96
		SP:Iteration 14Q (101107.160000 sec): 3 clusters
  Score: Raw -610146.285774 + Penalty 2822.045192 = -607324.240582
  nChanged 73
		SP:Iteration 15Q (101107.320000 sec): 3 clusters
  Score: Raw -610171.601988 + Penalty 2822.045192 = -607349.556796
  nChanged 62
		SP:Iteration 16Q (101107.510000 sec): 3 clusters
  Score: Raw -610192.168802 + Penalty 2822.045192 = -607370.123610
  nChanged 54
		SP:Iteration 17Q (101107.700000 sec): 3 clusters
  Score: Raw -610210.851920 + Penalty 2822.045192 = -607388.806728
  nChanged 61
		SP:Iteration 18Q (101107.890000 sec): 3 clusters
  Score: Raw -610231.390560 + Penalty 2822.045192 = -607409.345368
  nChanged 58
		SP:Iteration 19Q (101108.090000 sec): 3 clusters
  Score: Raw -610246.689574 + Penalty 2822.045192 = -607424.644382
  nChanged 45
		SP:Iteration 20F (101108.250000 sec): 3 clusters
  Score: Raw -610260.102147 + Penalty 2822.045192 = -607438.056955
  nChanged 43
		SP:Iteration 21Q (101108.410000 sec): 3 clusters
  Score: Raw -610273.197602 + Penalty 2822.045192 = -607451.152410
  nChanged 44
		SP:Iteration 22Q (101108.630000 sec): 3 clusters
  Score: Raw -610287.846325 + Penalty 2822.045192 = -607465.801133
  nChanged 47
		SP:Iteration 23Q (101108.820000 sec): 3 clusters
  Score: Raw -610301.889189 + Penalty 2822.045192 = -607479.843997
  nChanged 43
		SP:Iteration 24Q (101109.050000 sec): 3 clusters
  Score: Raw -610314.438105 + Penalty 2822.045192 = -607492.392913
  nChanged 34
		SP:Iteration 25Q (101109.170000 sec): 3 clusters
  Score: Raw -610323.236205 + Penalty 2822.045192 = -607501.191013
  nChanged 35
		SP:Iteration 26Q (101109.310000 sec): 3 clusters
  Score: Raw -610334.023191 + Penalty 2822.045192 = -607511.978000
  nChanged 33
		SP:Iteration 27Q (101109.460000 sec): 3 clusters
  Score: Raw -610342.174908 + Penalty 2822.045192 = -607520.129716
  nChanged 33
		SP:Iteration 28Q (101109.690000 sec): 3 clusters
  Score: Raw -610351.134149 + Penalty 2822.045192 = -607529.088957
  nChanged 32
		SP:Iteration 29Q (101109.880000 sec): 3 clusters
  Score: Raw -610361.075388 + Penalty 2822.045192 = -607539.030196
  nChanged 30
		SP:Iteration 30Q (101110.080000 sec): 3 clusters
  Score: Raw -610370.878276 + Penalty 2822.045192 = -607548.833084
  nChanged 34
		SP:Iteration 31Q (101110.250000 sec): 3 clusters
  Score: Raw -610381.838031 + Penalty 2822.045192 = -607559.792840
  nChanged 33
		SP:Iteration 32Q (101110.450000 sec): 3 clusters
  Score: Raw -610393.095452 + Penalty 2822.045192 = -607571.050260
  nChanged 32
		SP:Iteration 33Q (101110.670000 sec): 3 clusters
  Score: Raw -610402.759417 + Penalty 2822.045192 = -607580.714225
  nChanged 33
		SP:Iteration 34Q (101110.870000 sec): 3 clusters
  Score: Raw -610411.966559 + Penalty 2822.045192 = -607589.921367
  nChanged 17
		SP:Iteration 35Q (101111.000000 sec): 3 clusters
  Score: Raw -610416.338371 + Penalty 2822.045192 = -607594.293179
  nChanged 22
		SP:Iteration 36Q (101111.200000 sec): 3 clusters
  Score: Raw -610421.181381 + Penalty 2822.045192 = -607599.136189
  nChanged 18
		SP:Iteration 37Q (101111.400000 sec): 3 clusters
  Score: Raw -610425.724814 + Penalty 2822.045192 = -607603.679622
  nChanged 18
		SP:Iteration 38Q (101111.620000 sec): 3 clusters
  Score: Raw -610430.198284 + Penalty 2822.045192 = -607608.153092
  nChanged 20
		SP:Iteration 39Q (101111.790000 sec): 3 clusters
  Score: Raw -610435.531089 + Penalty 2822.045192 = -607613.485897
  nChanged 18
		SP:Iteration 40F (101111.990000 sec): 3 clusters
  Score: Raw -610440.247501 + Penalty 2822.045192 = -607618.202309
  nChanged 21
		SP:Iteration 41Q (101112.160000 sec): 3 clusters
  Score: Raw -610445.115170 + Penalty 2822.045192 = -607623.069978
  nChanged 20
		SP:Iteration 42Q (101112.350000 sec): 3 clusters
  Score: Raw -610448.963077 + Penalty 2822.045192 = -607626.917885
  nChanged 12
		SP:Iteration 43Q (101112.550000 sec): 3 clusters
  Score: Raw -610451.400146 + Penalty 2822.045192 = -607629.354954
  nChanged 9
		SP:Iteration 44Q (101112.730000 sec): 3 clusters
  Score: Raw -610453.869575 + Penalty 2822.045192 = -607631.824384
  nChanged 11
		SP:Iteration 45Q (101112.890000 sec): 3 clusters
  Score: Raw -610455.923003 + Penalty 2822.045192 = -607633.877811
  nChanged 8
		SP:Iteration 46Q (101113.080000 sec): 3 clusters
  Score: Raw -610457.262688 + Penalty 2822.045192 = -607635.217496
  nChanged 11
		SP:Iteration 47Q (101113.300000 sec): 3 clusters
  Score: Raw -610459.346154 + Penalty 2822.045192 = -607637.300962
  nChanged 5
		SP:Iteration 48Q (101113.510000 sec): 3 clusters
  Score: Raw -610460.450518 + Penalty 2822.045192 = -607638.405326
  nChanged 7
		SP:Iteration 49Q (101113.690000 sec): 3 clusters
  Score: Raw -610461.905853 + Penalty 2822.045192 = -607639.860661
  nChanged 10
		SP:Iteration 50Q (101113.890000 sec): 3 clusters
  Score: Raw -610463.810876 + Penalty 2822.045192 = -607641.765684
  nChanged 10
		SP:Iteration 51Q (101114.060000 sec): 3 clusters
  Score: Raw -610466.566731 + Penalty 2822.045192 = -607644.521539
  nChanged 9
		SP:Iteration 52Q (101114.240000 sec): 3 clusters
  Score: Raw -610469.271613 + Penalty 2822.045192 = -607647.226421
  nChanged 12
		SP:Iteration 53Q (101114.430000 sec): 3 clusters
  Score: Raw -610472.265797 + Penalty 2822.045192 = -607650.220605
  nChanged 6
		SP:Iteration 54Q (101114.620000 sec): 3 clusters
  Score: Raw -610473.675969 + Penalty 2822.045192 = -607651.630777
  nChanged 5
		SP:Iteration 55Q (101114.820000 sec): 3 clusters
  Score: Raw -610474.948947 + Penalty 2822.045192 = -607652.903755
  nChanged 4
		SP:Iteration 56Q (101115.000000 sec): 3 clusters
  Score: Raw -610475.958424 + Penalty 2822.045192 = -607653.913232
  nChanged 2
		SP:Iteration 57Q (101115.190000 sec): 3 clusters
  Score: Raw -610476.299288 + Penalty 2822.045192 = -607654.254096
  nChanged 1
		SP:Iteration 58Q (101115.400000 sec): 3 clusters
  Score: Raw -610476.461113 + Penalty 2822.045192 = -607654.415921
  nChanged 2
		SP:Iteration 59Q (101115.620000 sec): 3 clusters
  Score: Raw -610476.768904 + Penalty 2822.045192 = -607654.723712
  nChanged 2
		SP:Iteration 60F (101115.810000 sec): 3 clusters
  Score: Raw -610477.278903 + Penalty 2822.045192 = -607655.233711
  nChanged 4
		SP:Iteration 61Q (101115.990000 sec): 3 clusters
  Score: Raw -610478.001792 + Penalty 2822.045192 = -607655.956600
  nChanged 4
		SP:Iteration 62Q (101116.150000 sec): 3 clusters
  Score: Raw -610478.840570 + Penalty 2822.045192 = -607656.795378
  nChanged 7
		SP:Iteration 63Q (101116.370000 sec): 3 clusters
  Score: Raw -610480.570394 + Penalty 2822.045192 = -607658.525202
  nChanged 6
		SP:Iteration 64Q (101116.550000 sec): 3 clusters
  Score: Raw -610482.127922 + Penalty 2822.045192 = -607660.082730
  nChanged 4
		SP:Iteration 65Q (101116.740000 sec): 3 clusters
  Score: Raw -610483.097648 + Penalty 2822.045192 = -607661.052456
  nChanged 4
		SP:Iteration 66Q (101116.940000 sec): 3 clusters
  Score: Raw -610483.893645 + Penalty 2822.045192 = -607661.848453
  nChanged 5
		SP:Iteration 67Q (101117.120000 sec): 3 clusters
  Score: Raw -610485.426405 + Penalty 2822.045192 = -607663.381213
  nChanged 4
		SP:Iteration 68Q (101117.310000 sec): 3 clusters
  Score: Raw -610486.026311 + Penalty 2822.045192 = -607663.981119
  nChanged 3
		SP:Iteration 69Q (101117.520000 sec): 3 clusters
  Score: Raw -610486.582956 + Penalty 2822.045192 = -607664.537764
  nChanged 6
		SP:Iteration 70Q (101117.690000 sec): 3 clusters
  Score: Raw -610488.129392 + Penalty 2822.045192 = -607666.084200
  nChanged 8
		SP:Iteration 71Q (101117.910000 sec): 3 clusters
  Score: Raw -610490.078267 + Penalty 2822.045192 = -607668.033075
  nChanged 11
		SP:Iteration 72Q (101118.060000 sec): 3 clusters
  Score: Raw -610492.330888 + Penalty 2822.045192 = -607670.285696
  nChanged 7
		SP:Iteration 73Q (101118.270000 sec): 3 clusters
  Score: Raw -610494.147657 + Penalty 2822.045192 = -607672.102465
  nChanged 6
		SP:Iteration 74Q (101118.450000 sec): 3 clusters
  Score: Raw -610496.226740 + Penalty 2822.045192 = -607674.181548
  nChanged 8
		SP:Iteration 75Q (101118.660000 sec): 3 clusters
  Score: Raw -610497.825761 + Penalty 2822.045192 = -607675.780569
  nChanged 4
		SP:Iteration 76Q (101118.860000 sec): 3 clusters
  Score: Raw -610498.670264 + Penalty 2822.045192 = -607676.625073
  nChanged 7
		SP:Iteration 77Q (101119.060000 sec): 3 clusters
  Score: Raw -610500.227848 + Penalty 2822.045192 = -607678.182656
  nChanged 10
		SP:Iteration 78Q (101119.250000 sec): 3 clusters
  Score: Raw -610502.827570 + Penalty 2822.045192 = -607680.782378
  nChanged 7
		SP:Iteration 79Q (101119.480000 sec): 3 clusters
  Score: Raw -610504.441046 + Penalty 2822.045192 = -607682.395854
  nChanged 7
		SP:Iteration 80F (101119.610000 sec): 3 clusters
  Score: Raw -610505.909966 + Penalty 2822.045192 = -607683.864774
  nChanged 5
		SP:Iteration 81Q (101119.840000 sec): 3 clusters
  Score: Raw -610507.148011 + Penalty 2822.045192 = -607685.102819
  nChanged 3
		SP:Iteration 82Q (101120.000000 sec): 3 clusters
  Score: Raw -610507.903754 + Penalty 2822.045192 = -607685.858562
  nChanged 6
		SP:Iteration 83Q (101120.200000 sec): 3 clusters
  Score: Raw -610509.358048 + Penalty 2822.045192 = -607687.312856
  nChanged 6
		SP:Iteration 84Q (101120.390000 sec): 3 clusters
  Score: Raw -610511.242596 + Penalty 2822.045192 = -607689.197404
  nChanged 9
		SP:Iteration 85Q (101120.600000 sec): 3 clusters
  Score: Raw -610513.109968 + Penalty 2822.045192 = -607691.064777
  nChanged 5
		SP:Iteration 86Q (101120.810000 sec): 3 clusters
  Score: Raw -610514.381467 + Penalty 2822.045192 = -607692.336275
  nChanged 6
		SP:Iteration 87Q (101121.010000 sec): 3 clusters
  Score: Raw -610515.971391 + Penalty 2822.045192 = -607693.926199
  nChanged 4
		SP:Iteration 88Q (101121.190000 sec): 3 clusters
  Score: Raw -610517.313123 + Penalty 2822.045192 = -607695.267931
  nChanged 10
		SP:Iteration 89Q (101121.400000 sec): 3 clusters
  Score: Raw -610520.795942 + Penalty 2822.045192 = -607698.750750
  nChanged 9
		SP:Iteration 90Q (101121.560000 sec): 3 clusters
  Score: Raw -610523.929273 + Penalty 2822.045192 = -607701.884081
  nChanged 12
		SP:Iteration 91Q (101121.780000 sec): 3 clusters
  Score: Raw -610528.021773 + Penalty 2822.045192 = -607705.976581
  nChanged 13
		SP:Iteration 92Q (101121.990000 sec): 3 clusters
  Score: Raw -610531.954516 + Penalty 2822.045192 = -607709.909324
  nChanged 7
		SP:Iteration 93Q (101122.160000 sec): 3 clusters
  Score: Raw -610534.040761 + Penalty 2822.045192 = -607711.995569
  nChanged 11
		SP:Iteration 94Q (101122.330000 sec): 3 clusters
  Score: Raw -610536.979321 + Penalty 2822.045192 = -607714.934129
  nChanged 8
		SP:Iteration 95Q (101122.550000 sec): 3 clusters
  Score: Raw -610539.690561 + Penalty 2822.045192 = -607717.645369
  nChanged 8
		SP:Iteration 96Q (101122.730000 sec): 3 clusters
  Score: Raw -610542.743648 + Penalty 2822.045192 = -607720.698456
  nChanged 10
		SP:Iteration 97Q (101122.920000 sec): 3 clusters
  Score: Raw -610545.466201 + Penalty 2822.045192 = -607723.421009
  nChanged 8
		SP:Iteration 98Q (101123.090000 sec): 3 clusters
  Score: Raw -610547.886738 + Penalty 2822.045192 = -607725.841546
  nChanged 9
		SP:Iteration 99Q (101123.310000 sec): 3 clusters
  Score: Raw -610550.865002 + Penalty 2822.045192 = -607728.819810
  nChanged 10
		SP:Iteration 100F (101123.520000 sec): 3 clusters
  Score: Raw -610554.336687 + Penalty 2822.045192 = -607732.291495
  nChanged 11
		SP:Iteration 101Q (101123.700000 sec): 3 clusters
  Score: Raw -610557.978615 + Penalty 2822.045192 = -607735.933423
  nChanged 14
		SP:Iteration 102Q (101123.900000 sec): 3 clusters
  Score: Raw -610562.378389 + Penalty 2822.045192 = -607740.333197
  nChanged 15
		SP:Iteration 103Q (101124.130000 sec): 3 clusters
  Score: Raw -610567.560443 + Penalty 2822.045192 = -607745.515251
  nChanged 12
		SP:Iteration 104Q (101124.290000 sec): 3 clusters
  Score: Raw -610571.506959 + Penalty 2822.045192 = -607749.461767
  nChanged 7
		SP:Iteration 105Q (101124.480000 sec): 3 clusters
  Score: Raw -610574.081312 + Penalty 2822.045192 = -607752.036120
  nChanged 6
		SP:Iteration 106Q (101124.690000 sec): 3 clusters
  Score: Raw -610575.366848 + Penalty 2822.045192 = -607753.321656
  nChanged 4
		SP:Iteration 107Q (101124.860000 sec): 3 clusters
  Score: Raw -610576.029085 + Penalty 2822.045192 = -607753.983893
  nChanged 4
		SP:Iteration 108Q (101125.030000 sec): 3 clusters
  Score: Raw -610576.902750 + Penalty 2822.045192 = -607754.857558
  nChanged 4
		SP:Iteration 109Q (101125.220000 sec): 3 clusters
  Score: Raw -610578.159585 + Penalty 2822.045192 = -607756.114393
  nChanged 4
		SP:Iteration 110Q (101125.450000 sec): 3 clusters
  Score: Raw -610579.355735 + Penalty 2822.045192 = -607757.310543
  nChanged 0
		SP:Iteration 111F (101125.610000 sec): 3 clusters
  Score: Raw -610579.355735 + Penalty 2822.045192 = -607757.310543
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101125.720000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101125.880000 sec): 3 clusters
  Score: Raw -49444.497068 + Penalty 2003.077311 = -47441.419757
  nChanged 101
		SP:Iteration 1F (101126.050000 sec): 3 clusters
  Score: Raw -49573.319956 + Penalty 2003.077311 = -47570.242645
  nChanged 26
		SP:Iteration 2F (101126.250000 sec): 3 clusters
  Score: Raw -49630.968616 + Penalty 2003.077311 = -47627.891304
  nChanged 17
		SP:Iteration 3Q (101126.430000 sec): 3 clusters
  Score: Raw -49663.645951 + Penalty 2003.077311 = -47660.568640
  nChanged 8
		SP:Iteration 4Q (101126.610000 sec): 3 clusters
  Score: Raw -49671.156382 + Penalty 2003.077311 = -47668.079071
  nChanged 3
		SP:Iteration 5Q (101126.800000 sec): 3 clusters
  Score: Raw -49676.784590 + Penalty 2003.077311 = -47673.707279
  nChanged 6
		SP:Iteration 6Q (101126.970000 sec): 3 clusters
  Score: Raw -49688.409648 + Penalty 2003.077311 = -47685.332337
  nChanged 4
		SP:Iteration 7Q (101127.140000 sec): 3 clusters
  Score: Raw -49694.824166 + Penalty 2003.077311 = -47691.746855
  nChanged 4
		SP:Iteration 8Q (101127.350000 sec): 3 clusters
  Score: Raw -49699.550347 + Penalty 2003.077311 = -47696.473035
  nChanged 1
		SP:Iteration 9Q (101127.490000 sec): 3 clusters
  Score: Raw -49701.103155 + Penalty 2003.077311 = -47698.025843
  nChanged 1
		SP:Iteration 10Q (101127.720000 sec): 3 clusters
  Score: Raw -49702.594763 + Penalty 2003.077311 = -47699.517452
  nChanged 0
		SP:Iteration 11F (101127.890000 sec): 3 clusters
  Score: Raw -49702.594763 + Penalty 2003.077311 = -47699.517452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101128.000000 sec): 2 clusters
  Score: Raw -414475.086142 + Penalty 1350.961160 = -413124.124982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101128.170000 sec): 3 clusters
  Score: Raw -412464.906694 + Penalty 2701.922320 = -409762.984374
  nChanged 1616
		SP:Iteration 1F (101128.360000 sec): 3 clusters
  Score: Raw -413413.073323 + Penalty 2701.922320 = -410711.151003
  nChanged 309
		SP:Iteration 2F (101128.560000 sec): 3 clusters
  Score: Raw -413631.189026 + Penalty 2701.922320 = -410929.266706
  nChanged 243
		SP:Iteration 3F (101128.760000 sec): 3 clusters
  Score: Raw -413791.788450 + Penalty 2701.922320 = -411089.866130
  nChanged 203
		SP:Iteration 4Q (101128.950000 sec): 3 clusters
  Score: Raw -413926.862691 + Penalty 2701.922320 = -411224.940370
  nChanged 191
		SP:Iteration 5Q (101129.150000 sec): 3 clusters
  Score: Raw -414048.760758 + Penalty 2701.922320 = -411346.838438
  nChanged 160
		SP:Iteration 6Q (101129.330000 sec): 3 clusters
  Score: Raw -414140.679377 + Penalty 2701.922320 = -411438.757057
  nChanged 149
		SP:Iteration 7Q (101129.550000 sec): 3 clusters
  Score: Raw -414233.401102 + Penalty 2701.922320 = -411531.478782
  nChanged 125
		SP:Iteration 8Q (101129.740000 sec): 3 clusters
  Score: Raw -414289.049776 + Penalty 2701.922320 = -411587.127456
  nChanged 96
		SP:Iteration 9Q (101129.910000 sec): 3 clusters
  Score: Raw -414337.203063 + Penalty 2701.922320 = -411635.280743
  nChanged 83
		SP:Iteration 10Q (101130.090000 sec): 3 clusters
  Score: Raw -414376.547172 + Penalty 2701.922320 = -411674.624851
  nChanged 73
		SP:Iteration 11Q (101130.320000 sec): 3 clusters
  Score: Raw -414414.496724 + Penalty 2701.922320 = -411712.574404
  nChanged 83
		SP:Iteration 12Q (101130.500000 sec): 3 clusters
  Score: Raw -414453.412150 + Penalty 2701.922320 = -411751.489830
  nChanged 68
		SP:Iteration 13Q (101130.660000 sec): 3 clusters
  Score: Raw -414491.133145 + Penalty 2701.922320 = -411789.210825
  nChanged 70
		SP:Iteration 14Q (101130.870000 sec): 3 clusters
  Score: Raw -414530.990344 + Penalty 2701.922320 = -411829.068024
  nChanged 77
		SP:Iteration 15Q (101131.080000 sec): 3 clusters
  Score: Raw -414570.067510 + Penalty 2701.922320 = -411868.145189
  nChanged 54
		SP:Iteration 16Q (101131.290000 sec): 3 clusters
  Score: Raw -414592.630025 + Penalty 2701.922320 = -411890.707704
  nChanged 50
		SP:Iteration 17Q (101131.470000 sec): 3 clusters
  Score: Raw -414618.885452 + Penalty 2701.922320 = -411916.963132
  nChanged 47
		SP:Iteration 18Q (101131.690000 sec): 3 clusters
  Score: Raw -414643.264262 + Penalty 2701.922320 = -411941.341942
  nChanged 46
		SP:Iteration 19Q (101131.840000 sec): 3 clusters
  Score: Raw -414664.225748 + Penalty 2701.922320 = -411962.303428
  nChanged 39
		SP:Iteration 20F (101132.030000 sec): 3 clusters
  Score: Raw -414681.080369 + Penalty 2701.922320 = -411979.158049
  nChanged 30
		SP:Iteration 21Q (101132.220000 sec): 3 clusters
  Score: Raw -414695.412388 + Penalty 2701.922320 = -411993.490067
  nChanged 36
		SP:Iteration 22Q (101132.380000 sec): 3 clusters
  Score: Raw -414716.487339 + Penalty 2701.922320 = -412014.565018
  nChanged 39
		SP:Iteration 23Q (101132.530000 sec): 3 clusters
  Score: Raw -414736.653978 + Penalty 2701.922320 = -412034.731658
  nChanged 34
		SP:Iteration 24Q (101132.760000 sec): 3 clusters
  Score: Raw -414749.417424 + Penalty 2701.922320 = -412047.495104
  nChanged 26
		SP:Iteration 25Q (101132.910000 sec): 3 clusters
  Score: Raw -414763.794802 + Penalty 2701.922320 = -412061.872482
  nChanged 29
		SP:Iteration 26Q (101133.090000 sec): 3 clusters
  Score: Raw -414779.249843 + Penalty 2701.922320 = -412077.327523
  nChanged 25
		SP:Iteration 27Q (101133.220000 sec): 3 clusters
  Score: Raw -414790.122198 + Penalty 2701.922320 = -412088.199878
  nChanged 23
		SP:Iteration 28Q (101133.420000 sec): 3 clusters
  Score: Raw -414798.322203 + Penalty 2701.922320 = -412096.399883
  nChanged 20
		SP:Iteration 29Q (101133.610000 sec): 3 clusters
  Score: Raw -414808.537321 + Penalty 2701.922320 = -412106.615000
  nChanged 27
		SP:Iteration 30Q (101133.800000 sec): 3 clusters
  Score: Raw -414824.259790 + Penalty 2701.922320 = -412122.337469
  nChanged 20
		SP:Iteration 31Q (101134.000000 sec): 3 clusters
  Score: Raw -414833.918535 + Penalty 2701.922320 = -412131.996215
  nChanged 19
		SP:Iteration 32Q (101134.190000 sec): 3 clusters
  Score: Raw -414841.149991 + Penalty 2701.922320 = -412139.227671
  nChanged 16
		SP:Iteration 33Q (101134.370000 sec): 3 clusters
  Score: Raw -414847.516361 + Penalty 2701.922320 = -412145.594041
  nChanged 14
		SP:Iteration 34Q (101134.540000 sec): 3 clusters
  Score: Raw -414852.638498 + Penalty 2701.922320 = -412150.716177
  nChanged 10
		SP:Iteration 35Q (101134.750000 sec): 3 clusters
  Score: Raw -414856.831808 + Penalty 2701.922320 = -412154.909488
  nChanged 9
		SP:Iteration 36Q (101134.940000 sec): 3 clusters
  Score: Raw -414860.240974 + Penalty 2701.922320 = -412158.318654
  nChanged 11
		SP:Iteration 37Q (101135.090000 sec): 3 clusters
  Score: Raw -414864.524876 + Penalty 2701.922320 = -412162.602556
  nChanged 12
		SP:Iteration 38Q (101135.300000 sec): 3 clusters
  Score: Raw -414867.773318 + Penalty 2701.922320 = -412165.850998
  nChanged 8
		SP:Iteration 39Q (101135.490000 sec): 3 clusters
  Score: Raw -414870.899277 + Penalty 2701.922320 = -412168.976957
  nChanged 6
		SP:Iteration 40F (101135.680000 sec): 3 clusters
  Score: Raw -414872.489899 + Penalty 2701.922320 = -412170.567579
  nChanged 4
		SP:Iteration 41Q (101135.870000 sec): 3 clusters
  Score: Raw -414873.501780 + Penalty 2701.922320 = -412171.579460
  nChanged 2
		SP:Iteration 42Q (101136.020000 sec): 3 clusters
  Score: Raw -414873.755288 + Penalty 2701.922320 = -412171.832968
  nChanged 0
		SP:Iteration 43F (101136.200000 sec): 3 clusters
  Score: Raw -414873.755288 + Penalty 2701.922320 = -412171.832968
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101136.310000 sec): 2 clusters
  Score: Raw -292716.774559 + Penalty 1293.892548 = -291422.882011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101136.520000 sec): 3 clusters
  Score: Raw -291398.460377 + Penalty 2587.785096 = -288810.675281
  nChanged 1061
		SP:Iteration 1F (101136.680000 sec): 3 clusters
  Score: Raw -292020.821045 + Penalty 2587.785096 = -289433.035949
  nChanged 220
		SP:Iteration 2F (101136.870000 sec): 3 clusters
  Score: Raw -292159.936510 + Penalty 2587.785096 = -289572.151414
  nChanged 129
		SP:Iteration 3Q (101137.040000 sec): 3 clusters
  Score: Raw -292240.968614 + Penalty 2587.785096 = -289653.183518
  nChanged 105
		SP:Iteration 4Q (101137.220000 sec): 3 clusters
  Score: Raw -292299.709213 + Penalty 2587.785096 = -289711.924117
  nChanged 79
		SP:Iteration 5Q (101137.440000 sec): 3 clusters
  Score: Raw -292352.625146 + Penalty 2587.785096 = -289764.840050
  nChanged 79
		SP:Iteration 6Q (101137.580000 sec): 3 clusters
  Score: Raw -292392.310813 + Penalty 2587.785096 = -289804.525717
  nChanged 53
		SP:Iteration 7Q (101137.770000 sec): 3 clusters
  Score: Raw -292418.754357 + Penalty 2587.785096 = -289830.969261
  nChanged 62
		SP:Iteration 8Q (101137.950000 sec): 3 clusters
  Score: Raw -292456.907900 + Penalty 2587.785096 = -289869.122804
  nChanged 62
		SP:Iteration 9Q (101138.150000 sec): 3 clusters
  Score: Raw -292500.810403 + Penalty 2587.785096 = -289913.025307
  nChanged 63
		SP:Iteration 10Q (101138.340000 sec): 3 clusters
  Score: Raw -292542.401121 + Penalty 2587.785096 = -289954.616025
  nChanged 64
		SP:Iteration 11Q (101138.530000 sec): 3 clusters
  Score: Raw -292576.840997 + Penalty 2587.785096 = -289989.055901
  nChanged 48
		SP:Iteration 12Q (101138.720000 sec): 3 clusters
  Score: Raw -292601.721472 + Penalty 2587.785096 = -290013.936376
  nChanged 36
		SP:Iteration 13Q (101138.900000 sec): 3 clusters
  Score: Raw -292618.876412 + Penalty 2587.785096 = -290031.091316
  nChanged 33
		SP:Iteration 14Q (101139.060000 sec): 3 clusters
  Score: Raw -292634.781425 + Penalty 2587.785096 = -290046.996329
  nChanged 29
		SP:Iteration 15Q (101139.250000 sec): 3 clusters
  Score: Raw -292652.999382 + Penalty 2587.785096 = -290065.214286
  nChanged 30
		SP:Iteration 16Q (101139.460000 sec): 3 clusters
  Score: Raw -292667.725223 + Penalty 2587.785096 = -290079.940127
  nChanged 21
		SP:Iteration 17Q (101139.620000 sec): 3 clusters
  Score: Raw -292676.867241 + Penalty 2587.785096 = -290089.082145
  nChanged 16
		SP:Iteration 18Q (101139.760000 sec): 3 clusters
  Score: Raw -292683.154738 + Penalty 2587.785096 = -290095.369642
  nChanged 20
		SP:Iteration 19Q (101139.920000 sec): 3 clusters
  Score: Raw -292693.556243 + Penalty 2587.785096 = -290105.771147
  nChanged 26
		SP:Iteration 20F (101140.080000 sec): 3 clusters
  Score: Raw -292705.363844 + Penalty 2587.785096 = -290117.578748
  nChanged 24
		SP:Iteration 21Q (101140.230000 sec): 3 clusters
  Score: Raw -292717.937418 + Penalty 2587.785096 = -290130.152322
  nChanged 23
		SP:Iteration 22Q (101140.380000 sec): 3 clusters
  Score: Raw -292730.176817 + Penalty 2587.785096 = -290142.391721
  nChanged 23
		SP:Iteration 23Q (101140.580000 sec): 3 clusters
  Score: Raw -292741.223388 + Penalty 2587.785096 = -290153.438292
  nChanged 19
		SP:Iteration 24Q (101140.770000 sec): 3 clusters
  Score: Raw -292750.203142 + Penalty 2587.785096 = -290162.418046
  nChanged 10
		SP:Iteration 25Q (101140.960000 sec): 3 clusters
  Score: Raw -292755.152947 + Penalty 2587.785096 = -290167.367851
  nChanged 11
		SP:Iteration 26Q (101141.170000 sec): 3 clusters
  Score: Raw -292760.167296 + Penalty 2587.785096 = -290172.382200
  nChanged 10
		SP:Iteration 27Q (101141.370000 sec): 3 clusters
  Score: Raw -292765.272515 + Penalty 2587.785096 = -290177.487419
  nChanged 13
		SP:Iteration 28Q (101141.520000 sec): 3 clusters
  Score: Raw -292772.514219 + Penalty 2587.785096 = -290184.729123
  nChanged 15
		SP:Iteration 29Q (101141.700000 sec): 3 clusters
  Score: Raw -292779.320611 + Penalty 2587.785096 = -290191.535515
  nChanged 12
		SP:Iteration 30Q (101141.910000 sec): 3 clusters
  Score: Raw -292785.876072 + Penalty 2587.785096 = -290198.090976
  nChanged 16
		SP:Iteration 31Q (101142.080000 sec): 3 clusters
  Score: Raw -292793.974103 + Penalty 2587.785096 = -290206.189007
  nChanged 15
		SP:Iteration 32Q (101142.260000 sec): 3 clusters
  Score: Raw -292801.407050 + Penalty 2587.785096 = -290213.621954
  nChanged 21
		SP:Iteration 33Q (101142.400000 sec): 3 clusters
  Score: Raw -292813.821288 + Penalty 2587.785096 = -290226.036192
  nChanged 22
		SP:Iteration 34Q (101142.630000 sec): 3 clusters
  Score: Raw -292825.345125 + Penalty 2587.785096 = -290237.560029
  nChanged 19
		SP:Iteration 35Q (101142.820000 sec): 3 clusters
  Score: Raw -292836.507962 + Penalty 2587.785096 = -290248.722866
  nChanged 17
		SP:Iteration 36Q (101143.000000 sec): 3 clusters
  Score: Raw -292848.078529 + Penalty 2587.785096 = -290260.293433
  nChanged 12
		SP:Iteration 37Q (101143.200000 sec): 3 clusters
  Score: Raw -292856.051736 + Penalty 2587.785096 = -290268.266640
  nChanged 14
		SP:Iteration 38Q (101143.390000 sec): 3 clusters
  Score: Raw -292864.055491 + Penalty 2587.785096 = -290276.270395
  nChanged 9
		SP:Iteration 39Q (101143.560000 sec): 3 clusters
  Score: Raw -292868.410046 + Penalty 2587.785096 = -290280.624950
  nChanged 7
		SP:Iteration 40F (101143.760000 sec): 3 clusters
  Score: Raw -292871.978846 + Penalty 2587.785096 = -290284.193750
  nChanged 6
		SP:Iteration 41Q (101143.930000 sec): 3 clusters
  Score: Raw -292875.894781 + Penalty 2587.785096 = -290288.109685
  nChanged 8
		SP:Iteration 42Q (101144.120000 sec): 3 clusters
  Score: Raw -292880.884302 + Penalty 2587.785096 = -290293.099206
  nChanged 11
		SP:Iteration 43Q (101144.300000 sec): 3 clusters
  Score: Raw -292887.522023 + Penalty 2587.785096 = -290299.736927
  nChanged 10
		SP:Iteration 44Q (101144.500000 sec): 3 clusters
  Score: Raw -292891.466817 + Penalty 2587.785096 = -290303.681721
  nChanged 7
		SP:Iteration 45Q (101144.730000 sec): 3 clusters
  Score: Raw -292893.763470 + Penalty 2587.785096 = -290305.978374
  nChanged 4
		SP:Iteration 46Q (101144.880000 sec): 3 clusters
  Score: Raw -292895.702578 + Penalty 2587.785096 = -290307.917482
  nChanged 7
		SP:Iteration 47Q (101145.080000 sec): 3 clusters
  Score: Raw -292899.690095 + Penalty 2587.785096 = -290311.904999
  nChanged 9
		SP:Iteration 48Q (101145.260000 sec): 3 clusters
  Score: Raw -292907.639918 + Penalty 2587.785096 = -290319.854822
  nChanged 10
		SP:Iteration 49Q (101145.460000 sec): 3 clusters
  Score: Raw -292915.677547 + Penalty 2587.785096 = -290327.892451
  nChanged 4
		SP:Iteration 50Q (101145.620000 sec): 3 clusters
  Score: Raw -292918.245296 + Penalty 2587.785096 = -290330.460200
  nChanged 3
		SP:Iteration 51Q (101145.800000 sec): 3 clusters
  Score: Raw -292920.602619 + Penalty 2587.785096 = -290332.817523
  nChanged 6
		SP:Iteration 52Q (101145.980000 sec): 3 clusters
  Score: Raw -292922.762691 + Penalty 2587.785096 = -290334.977595
  nChanged 1
		SP:Iteration 53Q (101146.170000 sec): 3 clusters
  Score: Raw -292923.409975 + Penalty 2587.785096 = -290335.624879
  nChanged 1
		SP:Iteration 54Q (101146.340000 sec): 3 clusters
  Score: Raw -292924.631969 + Penalty 2587.785096 = -290336.846873
  nChanged 1
		SP:Iteration 55Q (101146.520000 sec): 3 clusters
  Score: Raw -292928.643014 + Penalty 2587.785096 = -290340.857918
  nChanged 2
		SP:Iteration 56Q (101146.700000 sec): 3 clusters
  Score: Raw -292929.847481 + Penalty 2587.785096 = -290342.062385
  nChanged 1
		SP:Iteration 57Q (101146.880000 sec): 3 clusters
  Score: Raw -292930.345065 + Penalty 2587.785096 = -290342.559969
  nChanged 0
		SP:Iteration 58F (101147.070000 sec): 3 clusters
  Score: Raw -292930.345065 + Penalty 2587.785096 = -290342.559969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101147.190000 sec): 2 clusters
  Score: Raw -646654.140690 + Penalty 1437.836086 = -645216.304604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101147.370000 sec): 3 clusters
  Score: Raw -642897.409928 + Penalty 2875.672172 = -640021.737756
  nChanged 2921
		SP:Iteration 1F (101147.560000 sec): 3 clusters
  Score: Raw -644584.137679 + Penalty 2875.672172 = -641708.465506
  nChanged 521
		SP:Iteration 2F (101147.760000 sec): 3 clusters
  Score: Raw -644916.286990 + Penalty 2875.672172 = -642040.614818
  nChanged 450
		SP:Iteration 3F (101147.960000 sec): 3 clusters
  Score: Raw -645228.631509 + Penalty 2875.672172 = -642352.959336
  nChanged 439
		SP:Iteration 4F (101148.170000 sec): 3 clusters
  Score: Raw -645522.802582 + Penalty 2875.672172 = -642647.130410
  nChanged 370
		SP:Iteration 5F (101148.360000 sec): 3 clusters
  Score: Raw -645782.855050 + Penalty 2875.672172 = -642907.182878
  nChanged 350
		SP:Iteration 6F (101148.540000 sec): 3 clusters
  Score: Raw -646014.687487 + Penalty 2875.672172 = -643139.015314
  nChanged 318
		SP:Iteration 7Q (101148.750000 sec): 3 clusters
  Score: Raw -646253.045961 + Penalty 2875.672172 = -643377.373789
  nChanged 325
		SP:Iteration 8Q (101148.920000 sec): 3 clusters
  Score: Raw -646492.482393 + Penalty 2875.672172 = -643616.810220
  nChanged 261
		SP:Iteration 9Q (101149.130000 sec): 3 clusters
  Score: Raw -646678.463493 + Penalty 2875.672172 = -643802.791321
  nChanged 246
		SP:Iteration 10Q (101149.330000 sec): 3 clusters
  Score: Raw -646838.615815 + Penalty 2875.672172 = -643962.943643
  nChanged 188
		SP:Iteration 11Q (101149.520000 sec): 3 clusters
  Score: Raw -646952.141428 + Penalty 2875.672172 = -644076.469256
  nChanged 147
		SP:Iteration 12Q (101149.710000 sec): 3 clusters
  Score: Raw -647019.385971 + Penalty 2875.672172 = -644143.713799
  nChanged 112
		SP:Iteration 13Q (101149.910000 sec): 3 clusters
  Score: Raw -647073.796300 + Penalty 2875.672172 = -644198.124128
  nChanged 108
		SP:Iteration 14Q (101150.120000 sec): 3 clusters
  Score: Raw -647113.475610 + Penalty 2875.672172 = -644237.803437
  nChanged 78
		SP:Iteration 15Q (101150.320000 sec): 3 clusters
  Score: Raw -647138.031206 + Penalty 2875.672172 = -644262.359033
  nChanged 61
		SP:Iteration 16Q (101150.560000 sec): 3 clusters
  Score: Raw -647155.890194 + Penalty 2875.672172 = -644280.218021
  nChanged 45
		SP:Iteration 17Q (101150.720000 sec): 3 clusters
  Score: Raw -647167.539420 + Penalty 2875.672172 = -644291.867248
  nChanged 43
		SP:Iteration 18Q (101150.920000 sec): 3 clusters
  Score: Raw -647177.855517 + Penalty 2875.672172 = -644302.183344
  nChanged 39
		SP:Iteration 19Q (101151.120000 sec): 3 clusters
  Score: Raw -647185.882648 + Penalty 2875.672172 = -644310.210476
  nChanged 30
		SP:Iteration 20F (101151.300000 sec): 3 clusters
  Score: Raw -647193.708952 + Penalty 2875.672172 = -644318.036780
  nChanged 30
		SP:Iteration 21Q (101151.480000 sec): 3 clusters
  Score: Raw -647201.452089 + Penalty 2875.672172 = -644325.779917
  nChanged 24
		SP:Iteration 22Q (101151.680000 sec): 3 clusters
  Score: Raw -647205.559422 + Penalty 2875.672172 = -644329.887250
  nChanged 22
		SP:Iteration 23Q (101151.890000 sec): 3 clusters
  Score: Raw -647208.960516 + Penalty 2875.672172 = -644333.288344
  nChanged 10
		SP:Iteration 24Q (101152.100000 sec): 3 clusters
  Score: Raw -647211.000946 + Penalty 2875.672172 = -644335.328774
  nChanged 13
		SP:Iteration 25Q (101152.310000 sec): 3 clusters
  Score: Raw -647213.677428 + Penalty 2875.672172 = -644338.005256
  nChanged 14
		SP:Iteration 26Q (101152.510000 sec): 3 clusters
  Score: Raw -647216.688153 + Penalty 2875.672172 = -644341.015981
  nChanged 11
		SP:Iteration 27Q (101152.730000 sec): 3 clusters
  Score: Raw -647219.221467 + Penalty 2875.672172 = -644343.549295
  nChanged 9
		SP:Iteration 28Q (101152.940000 sec): 3 clusters
  Score: Raw -647220.680163 + Penalty 2875.672172 = -644345.007990
  nChanged 12
		SP:Iteration 29Q (101153.120000 sec): 3 clusters
  Score: Raw -647222.654526 + Penalty 2875.672172 = -644346.982354
  nChanged 12
		SP:Iteration 30Q (101153.340000 sec): 3 clusters
  Score: Raw -647224.317832 + Penalty 2875.672172 = -644348.645659
  nChanged 9
		SP:Iteration 31Q (101153.530000 sec): 3 clusters
  Score: Raw -647226.521351 + Penalty 2875.672172 = -644350.849179
  nChanged 10
		SP:Iteration 32Q (101153.740000 sec): 3 clusters
  Score: Raw -647228.223601 + Penalty 2875.672172 = -644352.551429
  nChanged 6
		SP:Iteration 33Q (101153.920000 sec): 3 clusters
  Score: Raw -647229.352140 + Penalty 2875.672172 = -644353.679968
  nChanged 7
		SP:Iteration 34Q (101154.130000 sec): 3 clusters
  Score: Raw -647230.829345 + Penalty 2875.672172 = -644355.157173
  nChanged 12
		SP:Iteration 35Q (101154.320000 sec): 3 clusters
  Score: Raw -647232.819430 + Penalty 2875.672172 = -644357.147258
  nChanged 7
		SP:Iteration 36Q (101154.570000 sec): 3 clusters
  Score: Raw -647233.921389 + Penalty 2875.672172 = -644358.249217
  nChanged 5
		SP:Iteration 37Q (101154.740000 sec): 3 clusters
  Score: Raw -647234.600899 + Penalty 2875.672172 = -644358.928727
  nChanged 5
		SP:Iteration 38Q (101154.970000 sec): 3 clusters
  Score: Raw -647235.220437 + Penalty 2875.672172 = -644359.548265
  nChanged 6
		SP:Iteration 39Q (101155.120000 sec): 3 clusters
  Score: Raw -647236.570351 + Penalty 2875.672172 = -644360.898179
  nChanged 7
		SP:Iteration 40F (101155.340000 sec): 3 clusters
  Score: Raw -647237.645681 + Penalty 2875.672172 = -644361.973508
  nChanged 7
		SP:Iteration 41Q (101155.530000 sec): 3 clusters
  Score: Raw -647238.370815 + Penalty 2875.672172 = -644362.698643
  nChanged 3
		SP:Iteration 42Q (101155.690000 sec): 3 clusters
  Score: Raw -647238.801266 + Penalty 2875.672172 = -644363.129094
  nChanged 1
		SP:Iteration 43Q (101155.910000 sec): 3 clusters
  Score: Raw -647238.855592 + Penalty 2875.672172 = -644363.183419
  nChanged 1
		SP:Iteration 44Q (101156.130000 sec): 3 clusters
  Score: Raw -647238.959281 + Penalty 2875.672172 = -644363.287108
  nChanged 1
		SP:Iteration 45Q (101156.330000 sec): 3 clusters
  Score: Raw -647239.069155 + Penalty 2875.672172 = -644363.396982
  nChanged 1
		SP:Iteration 46Q (101156.490000 sec): 3 clusters
  Score: Raw -647239.162495 + Penalty 2875.672172 = -644363.490323
  nChanged 3
		SP:Iteration 47Q (101156.720000 sec): 3 clusters
  Score: Raw -647239.746985 + Penalty 2875.672172 = -644364.074813
  nChanged 3
		SP:Iteration 48Q (101156.880000 sec): 3 clusters
  Score: Raw -647240.077073 + Penalty 2875.672172 = -644364.404901
  nChanged 4
		SP:Iteration 49Q (101157.090000 sec): 3 clusters
  Score: Raw -647240.956527 + Penalty 2875.672172 = -644365.284355
  nChanged 3
		SP:Iteration 50Q (101157.300000 sec): 3 clusters
  Score: Raw -647241.297090 + Penalty 2875.672172 = -644365.624918
  nChanged 1
		SP:Iteration 51Q (101157.510000 sec): 3 clusters
  Score: Raw -647241.406847 + Penalty 2875.672172 = -644365.734675
  nChanged 1
		SP:Iteration 52Q (101157.740000 sec): 3 clusters
  Score: Raw -647241.806725 + Penalty 2875.672172 = -644366.134553
  nChanged 3
		SP:Iteration 53Q (101157.910000 sec): 3 clusters
  Score: Raw -647242.255238 + Penalty 2875.672172 = -644366.583065
  nChanged 5
		SP:Iteration 54Q (101158.090000 sec): 3 clusters
  Score: Raw -647242.899823 + Penalty 2875.672172 = -644367.227651
  nChanged 2
		SP:Iteration 55Q (101158.310000 sec): 3 clusters
  Score: Raw -647243.161240 + Penalty 2875.672172 = -644367.489067
  nChanged 2
		SP:Iteration 56Q (101158.500000 sec): 3 clusters
  Score: Raw -647243.473657 + Penalty 2875.672172 = -644367.801485
  nChanged 1
		SP:Iteration 57Q (101158.690000 sec): 3 clusters
  Score: Raw -647243.610380 + Penalty 2875.672172 = -644367.938208
  nChanged 1
		SP:Iteration 58Q (101158.940000 sec): 3 clusters
  Score: Raw -647243.684218 + Penalty 2875.672172 = -644368.012046
  nChanged 1
		SP:Iteration 59Q (101159.130000 sec): 3 clusters
  Score: Raw -647243.827834 + Penalty 2875.672172 = -644368.155662
  nChanged 1
		SP:Iteration 60F (101159.290000 sec): 3 clusters
  Score: Raw -647243.958662 + Penalty 2875.672172 = -644368.286490
  nChanged 1
		SP:Iteration 61Q (101159.520000 sec): 3 clusters
  Score: Raw -647244.058542 + Penalty 2875.672172 = -644368.386370
  nChanged 0
		SP:Iteration 62F (101159.710000 sec): 3 clusters
  Score: Raw -647244.058542 + Penalty 2875.672172 = -644368.386370
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101159.840000 sec): 2 clusters
  Score: Raw -140245.362896 + Penalty 1166.885070 = -139078.477826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101159.980000 sec): 3 clusters
  Score: Raw -139745.292535 + Penalty 2333.770140 = -137411.522396
  nChanged 408
		SP:Iteration 1F (101160.170000 sec): 3 clusters
  Score: Raw -140030.220714 + Penalty 2333.770140 = -137696.450575
  nChanged 92
		SP:Iteration 2F (101160.390000 sec): 3 clusters
  Score: Raw -140099.930475 + Penalty 2333.770140 = -137766.160335
  nChanged 49
		SP:Iteration 3Q (101160.540000 sec): 3 clusters
  Score: Raw -140136.559415 + Penalty 2333.770140 = -137802.789275
  nChanged 33
		SP:Iteration 4Q (101160.720000 sec): 3 clusters
  Score: Raw -140161.296552 + Penalty 2333.770140 = -137827.526413
  nChanged 19
		SP:Iteration 5Q (101160.900000 sec): 3 clusters
  Score: Raw -140172.559283 + Penalty 2333.770140 = -137838.789144
  nChanged 12
		SP:Iteration 6Q (101161.110000 sec): 3 clusters
  Score: Raw -140180.615570 + Penalty 2333.770140 = -137846.845430
  nChanged 10
		SP:Iteration 7Q (101161.310000 sec): 3 clusters
  Score: Raw -140193.806542 + Penalty 2333.770140 = -137860.036402
  nChanged 13
		SP:Iteration 8Q (101161.480000 sec): 3 clusters
  Score: Raw -140202.684048 + Penalty 2333.770140 = -137868.913908
  nChanged 12
		SP:Iteration 9Q (101161.650000 sec): 3 clusters
  Score: Raw -140210.651593 + Penalty 2333.770140 = -137876.881453
  nChanged 9
		SP:Iteration 10Q (101161.830000 sec): 3 clusters
  Score: Raw -140217.821016 + Penalty 2333.770140 = -137884.050877
  nChanged 9
		SP:Iteration 11Q (101162.040000 sec): 3 clusters
  Score: Raw -140225.735472 + Penalty 2333.770140 = -137891.965332
  nChanged 15
		SP:Iteration 12Q (101162.210000 sec): 3 clusters
  Score: Raw -140235.556654 + Penalty 2333.770140 = -137901.786514
  nChanged 10
		SP:Iteration 13Q (101162.350000 sec): 3 clusters
  Score: Raw -140241.247118 + Penalty 2333.770140 = -137907.476978
  nChanged 7
		SP:Iteration 14Q (101162.520000 sec): 3 clusters
  Score: Raw -140244.334145 + Penalty 2333.770140 = -137910.564006
  nChanged 3
		SP:Iteration 15Q (101162.710000 sec): 3 clusters
  Score: Raw -140246.452632 + Penalty 2333.770140 = -137912.682493
  nChanged 4
		SP:Iteration 16Q (101162.940000 sec): 3 clusters
  Score: Raw -140249.053316 + Penalty 2333.770140 = -137915.283177
  nChanged 4
		SP:Iteration 17Q (101163.080000 sec): 3 clusters
  Score: Raw -140253.201381 + Penalty 2333.770140 = -137919.431241
  nChanged 2
		SP:Iteration 18Q (101163.310000 sec): 3 clusters
  Score: Raw -140255.768499 + Penalty 2333.770140 = -137921.998359
  nChanged 5
		SP:Iteration 19Q (101163.440000 sec): 3 clusters
  Score: Raw -140260.296907 + Penalty 2333.770140 = -137926.526767
  nChanged 3
		SP:Iteration 20F (101163.650000 sec): 3 clusters
  Score: Raw -140262.673849 + Penalty 2333.770140 = -137928.903709
  nChanged 3
		SP:Iteration 21Q (101163.820000 sec): 3 clusters
  Score: Raw -140263.867196 + Penalty 2333.770140 = -137930.097056
  nChanged 0
		SP:Iteration 22F (101164.010000 sec): 3 clusters
  Score: Raw -140263.867196 + Penalty 2333.770140 = -137930.097056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101164.110000 sec): 2 clusters
  Score: Raw -226939.452218 + Penalty 1255.294371 = -225684.157846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101164.250000 sec): 3 clusters
  Score: Raw -225911.184032 + Penalty 2510.588743 = -223400.595289
  nChanged 807
		SP:Iteration 1F (101164.440000 sec): 3 clusters
  Score: Raw -226435.278547 + Penalty 2510.588743 = -223924.689804
  nChanged 214
		SP:Iteration 2F (101164.640000 sec): 3 clusters
  Score: Raw -226609.694124 + Penalty 2510.588743 = -224099.105381
  nChanged 148
		SP:Iteration 3F (101164.810000 sec): 3 clusters
  Score: Raw -226765.320956 + Penalty 2510.588743 = -224254.732214
  nChanged 126
		SP:Iteration 4F (101164.960000 sec): 3 clusters
  Score: Raw -226882.050596 + Penalty 2510.588743 = -224371.461853
  nChanged 96
		SP:Iteration 5Q (101165.150000 sec): 3 clusters
  Score: Raw -226958.352974 + Penalty 2510.588743 = -224447.764232
  nChanged 61
		SP:Iteration 6Q (101165.360000 sec): 3 clusters
  Score: Raw -226997.909257 + Penalty 2510.588743 = -224487.320515
  nChanged 48
		SP:Iteration 7Q (101165.510000 sec): 3 clusters
  Score: Raw -227031.612225 + Penalty 2510.588743 = -224521.023482
  nChanged 46
		SP:Iteration 8Q (101165.700000 sec): 3 clusters
  Score: Raw -227064.322837 + Penalty 2510.588743 = -224553.734094
  nChanged 41
		SP:Iteration 9Q (101165.830000 sec): 3 clusters
  Score: Raw -227095.375608 + Penalty 2510.588743 = -224584.786865
  nChanged 31
		SP:Iteration 10Q (101166.020000 sec): 3 clusters
  Score: Raw -227115.895395 + Penalty 2510.588743 = -224605.306652
  nChanged 21
		SP:Iteration 11Q (101166.170000 sec): 3 clusters
  Score: Raw -227128.620397 + Penalty 2510.588743 = -224618.031654
  nChanged 23
		SP:Iteration 12Q (101166.360000 sec): 3 clusters
  Score: Raw -227140.152800 + Penalty 2510.588743 = -224629.564057
  nChanged 23
		SP:Iteration 13Q (101166.580000 sec): 3 clusters
  Score: Raw -227151.246173 + Penalty 2510.588743 = -224640.657431
  nChanged 19
		SP:Iteration 14Q (101166.700000 sec): 3 clusters
  Score: Raw -227159.738189 + Penalty 2510.588743 = -224649.149446
  nChanged 17
		SP:Iteration 15Q (101166.870000 sec): 3 clusters
  Score: Raw -227167.186737 + Penalty 2510.588743 = -224656.597995
  nChanged 17
		SP:Iteration 16Q (101167.030000 sec): 3 clusters
  Score: Raw -227177.566063 + Penalty 2510.588743 = -224666.977321
  nChanged 18
		SP:Iteration 17Q (101167.200000 sec): 3 clusters
  Score: Raw -227192.405306 + Penalty 2510.588743 = -224681.816564
  nChanged 21
		SP:Iteration 18Q (101167.380000 sec): 3 clusters
  Score: Raw -227207.249076 + Penalty 2510.588743 = -224696.660333
  nChanged 30
		SP:Iteration 19Q (101167.540000 sec): 3 clusters
  Score: Raw -227229.740554 + Penalty 2510.588743 = -224719.151811
  nChanged 26
		SP:Iteration 20F (101167.740000 sec): 3 clusters
  Score: Raw -227242.515056 + Penalty 2510.588743 = -224731.926313
  nChanged 19
		SP:Iteration 21Q (101167.950000 sec): 3 clusters
  Score: Raw -227255.197390 + Penalty 2510.588743 = -224744.608648
  nChanged 16
		SP:Iteration 22Q (101168.110000 sec): 3 clusters
  Score: Raw -227266.960304 + Penalty 2510.588743 = -224756.371561
  nChanged 19
		SP:Iteration 23Q (101168.300000 sec): 3 clusters
  Score: Raw -227281.095638 + Penalty 2510.588743 = -224770.506895
  nChanged 24
		SP:Iteration 24Q (101168.490000 sec): 3 clusters
  Score: Raw -227298.236660 + Penalty 2510.588743 = -224787.647917
  nChanged 20
		SP:Iteration 25Q (101168.650000 sec): 3 clusters
  Score: Raw -227316.947333 + Penalty 2510.588743 = -224806.358590
  nChanged 23
		SP:Iteration 26Q (101168.840000 sec): 3 clusters
  Score: Raw -227333.484993 + Penalty 2510.588743 = -224822.896250
  nChanged 24
		SP:Iteration 27Q (101169.010000 sec): 3 clusters
  Score: Raw -227349.562053 + Penalty 2510.588743 = -224838.973310
  nChanged 24
		SP:Iteration 28Q (101169.220000 sec): 3 clusters
  Score: Raw -227365.853098 + Penalty 2510.588743 = -224855.264356
  nChanged 22
		SP:Iteration 29Q (101169.340000 sec): 3 clusters
  Score: Raw -227382.967658 + Penalty 2510.588743 = -224872.378915
  nChanged 28
		SP:Iteration 30Q (101169.460000 sec): 3 clusters
  Score: Raw -227408.092171 + Penalty 2510.588743 = -224897.503428
  nChanged 24
		SP:Iteration 31Q (101169.650000 sec): 3 clusters
  Score: Raw -227423.261395 + Penalty 2510.588743 = -224912.672652
  nChanged 12
		SP:Iteration 32Q (101169.800000 sec): 3 clusters
  Score: Raw -227433.373287 + Penalty 2510.588743 = -224922.784544
  nChanged 14
		SP:Iteration 33Q (101169.960000 sec): 3 clusters
  Score: Raw -227448.267590 + Penalty 2510.588743 = -224937.678847
  nChanged 17
		SP:Iteration 34Q (101170.150000 sec): 3 clusters
  Score: Raw -227470.430122 + Penalty 2510.588743 = -224959.841380
  nChanged 17
		SP:Iteration 35Q (101170.310000 sec): 3 clusters
  Score: Raw -227496.725723 + Penalty 2510.588743 = -224986.136980
  nChanged 31
		SP:Iteration 36Q (101170.530000 sec): 3 clusters
  Score: Raw -227546.184200 + Penalty 2510.588743 = -225035.595458
  nChanged 32
		SP:Iteration 37Q (101170.710000 sec): 3 clusters
  Score: Raw -227586.771800 + Penalty 2510.588743 = -225076.183057
  nChanged 33
		SP:Iteration 38Q (101170.920000 sec): 3 clusters
  Score: Raw -227631.483938 + Penalty 2510.588743 = -225120.895195
  nChanged 27
		SP:Iteration 39Q (101171.080000 sec): 3 clusters
  Score: Raw -227671.844787 + Penalty 2510.588743 = -225161.256044
  nChanged 27
		SP:Iteration 40F (101171.270000 sec): 3 clusters
  Score: Raw -227708.032097 + Penalty 2510.588743 = -225197.443354
  nChanged 22
		SP:Iteration 41Q (101171.460000 sec): 3 clusters
  Score: Raw -227738.525696 + Penalty 2510.588743 = -225227.936953
  nChanged 15
		SP:Iteration 42Q (101171.700000 sec): 3 clusters
  Score: Raw -227751.715897 + Penalty 2510.588743 = -225241.127155
  nChanged 13
		SP:Iteration 43Q (101171.850000 sec): 3 clusters
  Score: Raw -227759.935631 + Penalty 2510.588743 = -225249.346889
  nChanged 8
		SP:Iteration 44Q (101172.010000 sec): 3 clusters
  Score: Raw -227764.121030 + Penalty 2510.588743 = -225253.532287
  nChanged 8
		SP:Iteration 45Q (101172.210000 sec): 3 clusters
  Score: Raw -227770.267675 + Penalty 2510.588743 = -225259.678932
  nChanged 9
		SP:Iteration 46Q (101172.430000 sec): 3 clusters
  Score: Raw -227774.202690 + Penalty 2510.588743 = -225263.613947
  nChanged 8
		SP:Iteration 47Q (101172.600000 sec): 3 clusters
  Score: Raw -227777.236393 + Penalty 2510.588743 = -225266.647650
  nChanged 7
		SP:Iteration 48Q (101172.810000 sec): 3 clusters
  Score: Raw -227782.057306 + Penalty 2510.588743 = -225271.468563
  nChanged 6
		SP:Iteration 49Q (101173.000000 sec): 3 clusters
  Score: Raw -227784.275688 + Penalty 2510.588743 = -225273.686945
  nChanged 1
		SP:Iteration 50Q (101173.190000 sec): 3 clusters
  Score: Raw -227784.399113 + Penalty 2510.588743 = -225273.810370
  nChanged 0
		SP:Iteration 51F (101173.350000 sec): 3 clusters
  Score: Raw -227784.399113 + Penalty 2510.588743 = -225273.810370
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101173.490000 sec): 2 clusters
  Score: Raw -731514.996113 + Penalty 1432.376978 = -730082.619135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101173.680000 sec): 3 clusters
  Score: Raw -727838.225170 + Penalty 2864.753955 = -724973.471215
  nChanged 2808
		SP:Iteration 1F (101173.880000 sec): 3 clusters
  Score: Raw -729350.917295 + Penalty 2864.753955 = -726486.163340
  nChanged 460
		SP:Iteration 2F (101174.130000 sec): 3 clusters
  Score: Raw -729570.021133 + Penalty 2864.753955 = -726705.267177
  nChanged 367
		SP:Iteration 3F (101174.290000 sec): 3 clusters
  Score: Raw -729732.113108 + Penalty 2864.753955 = -726867.359153
  nChanged 269
		SP:Iteration 4Q (101174.540000 sec): 3 clusters
  Score: Raw -729836.947206 + Penalty 2864.753955 = -726972.193251
  nChanged 227
		SP:Iteration 5Q (101174.730000 sec): 3 clusters
  Score: Raw -729927.688153 + Penalty 2864.753955 = -727062.934198
  nChanged 221
		SP:Iteration 6Q (101174.950000 sec): 3 clusters
  Score: Raw -730007.030751 + Penalty 2864.753955 = -727142.276795
  nChanged 176
		SP:Iteration 7Q (101175.130000 sec): 3 clusters
  Score: Raw -730061.260137 + Penalty 2864.753955 = -727196.506182
  nChanged 141
		SP:Iteration 8Q (101175.350000 sec): 3 clusters
  Score: Raw -730106.844002 + Penalty 2864.753955 = -727242.090047
  nChanged 127
		SP:Iteration 9Q (101175.540000 sec): 3 clusters
  Score: Raw -730144.198893 + Penalty 2864.753955 = -727279.444937
  nChanged 124
		SP:Iteration 10Q (101175.830000 sec): 3 clusters
  Score: Raw -730181.861716 + Penalty 2864.753955 = -727317.107761
  nChanged 113
		SP:Iteration 11Q (101176.010000 sec): 3 clusters
  Score: Raw -730226.505507 + Penalty 2864.753955 = -727361.751552
  nChanged 140
		SP:Iteration 12Q (101176.210000 sec): 3 clusters
  Score: Raw -730283.709763 + Penalty 2864.753955 = -727418.955807
  nChanged 166
		SP:Iteration 13Q (101176.430000 sec): 3 clusters
  Score: Raw -730352.699670 + Penalty 2864.753955 = -727487.945715
  nChanged 184
		SP:Iteration 14Q (101176.690000 sec): 3 clusters
  Score: Raw -730438.422902 + Penalty 2864.753955 = -727573.668946
  nChanged 215
		SP:Iteration 15Q (101176.870000 sec): 3 clusters
  Score: Raw -730556.713080 + Penalty 2864.753955 = -727691.959124
  nChanged 245
		SP:Iteration 16Q (101177.120000 sec): 3 clusters
  Score: Raw -730698.705046 + Penalty 2864.753955 = -727833.951090
  nChanged 204
		SP:Iteration 17Q (101177.350000 sec): 3 clusters
  Score: Raw -730817.125527 + Penalty 2864.753955 = -727952.371571
  nChanged 189
		SP:Iteration 18Q (101177.560000 sec): 3 clusters
  Score: Raw -730925.885206 + Penalty 2864.753955 = -728061.131251
  nChanged 178
		SP:Iteration 19Q (101177.820000 sec): 3 clusters
  Score: Raw -731024.803694 + Penalty 2864.753955 = -728160.049738
  nChanged 150
		SP:Iteration 20F (101178.050000 sec): 3 clusters
  Score: Raw -731103.034258 + Penalty 2864.753955 = -728238.280303
  nChanged 119
		SP:Iteration 21Q (101178.260000 sec): 3 clusters
  Score: Raw -731166.896913 + Penalty 2864.753955 = -728302.142957
  nChanged 112
		SP:Iteration 22Q (101178.440000 sec): 3 clusters
  Score: Raw -731229.488644 + Penalty 2864.753955 = -728364.734688
  nChanged 92
		SP:Iteration 23Q (101178.650000 sec): 3 clusters
  Score: Raw -731281.859257 + Penalty 2864.753955 = -728417.105301
  nChanged 85
		SP:Iteration 24Q (101178.840000 sec): 3 clusters
  Score: Raw -731320.071868 + Penalty 2864.753955 = -728455.317912
  nChanged 63
		SP:Iteration 25Q (101179.060000 sec): 3 clusters
  Score: Raw -731347.445066 + Penalty 2864.753955 = -728482.691111
  nChanged 57
		SP:Iteration 26Q (101179.220000 sec): 3 clusters
  Score: Raw -731386.410213 + Penalty 2864.753955 = -728521.656258
  nChanged 54
		SP:Iteration 27Q (101179.440000 sec): 3 clusters
  Score: Raw -731425.888505 + Penalty 2864.753955 = -728561.134549
  nChanged 44
		SP:Iteration 28Q (101179.650000 sec): 3 clusters
  Score: Raw -731449.295581 + Penalty 2864.753955 = -728584.541625
  nChanged 38
		SP:Iteration 29Q (101179.880000 sec): 3 clusters
  Score: Raw -731461.354509 + Penalty 2864.753955 = -728596.600553
  nChanged 23
		SP:Iteration 30Q (101180.060000 sec): 3 clusters
  Score: Raw -731469.886742 + Penalty 2864.753955 = -728605.132787
  nChanged 20
		SP:Iteration 31Q (101180.270000 sec): 3 clusters
  Score: Raw -731477.282139 + Penalty 2864.753955 = -728612.528183
  nChanged 15
		SP:Iteration 32Q (101180.460000 sec): 3 clusters
  Score: Raw -731482.800773 + Penalty 2864.753955 = -728618.046818
  nChanged 9
		SP:Iteration 33Q (101180.640000 sec): 3 clusters
  Score: Raw -731485.612775 + Penalty 2864.753955 = -728620.858820
  nChanged 11
		SP:Iteration 34Q (101180.880000 sec): 3 clusters
  Score: Raw -731489.450130 + Penalty 2864.753955 = -728624.696175
  nChanged 15
		SP:Iteration 35Q (101181.080000 sec): 3 clusters
  Score: Raw -731492.787253 + Penalty 2864.753955 = -728628.033298
  nChanged 8
		SP:Iteration 36Q (101181.320000 sec): 3 clusters
  Score: Raw -731496.022273 + Penalty 2864.753955 = -728631.268318
  nChanged 9
		SP:Iteration 37Q (101181.570000 sec): 3 clusters
  Score: Raw -731500.648679 + Penalty 2864.753955 = -728635.894723
  nChanged 15
		SP:Iteration 38Q (101181.780000 sec): 3 clusters
  Score: Raw -731504.894900 + Penalty 2864.753955 = -728640.140944
  nChanged 11
		SP:Iteration 39Q (101182.030000 sec): 3 clusters
  Score: Raw -731508.126526 + Penalty 2864.753955 = -728643.372571
  nChanged 7
		SP:Iteration 40F (101182.210000 sec): 3 clusters
  Score: Raw -731510.668537 + Penalty 2864.753955 = -728645.914582
  nChanged 8
		SP:Iteration 41Q (101182.440000 sec): 3 clusters
  Score: Raw -731512.656025 + Penalty 2864.753955 = -728647.902069
  nChanged 10
		SP:Iteration 42Q (101182.630000 sec): 3 clusters
  Score: Raw -731516.380402 + Penalty 2864.753955 = -728651.626447
  nChanged 10
		SP:Iteration 43Q (101182.820000 sec): 3 clusters
  Score: Raw -731520.740158 + Penalty 2864.753955 = -728655.986203
  nChanged 13
		SP:Iteration 44Q (101183.030000 sec): 3 clusters
  Score: Raw -731523.841649 + Penalty 2864.753955 = -728659.087693
  nChanged 11
		SP:Iteration 45Q (101183.290000 sec): 3 clusters
  Score: Raw -731527.287949 + Penalty 2864.753955 = -728662.533994
  nChanged 15
		SP:Iteration 46Q (101183.520000 sec): 3 clusters
  Score: Raw -731531.227067 + Penalty 2864.753955 = -728666.473111
  nChanged 14
		SP:Iteration 47Q (101183.710000 sec): 3 clusters
  Score: Raw -731535.707188 + Penalty 2864.753955 = -728670.953232
  nChanged 12
		SP:Iteration 48Q (101183.890000 sec): 3 clusters
  Score: Raw -731538.904815 + Penalty 2864.753955 = -728674.150859
  nChanged 9
		SP:Iteration 49Q (101184.150000 sec): 3 clusters
  Score: Raw -731542.702977 + Penalty 2864.753955 = -728677.949021
  nChanged 11
		SP:Iteration 50Q (101184.360000 sec): 3 clusters
  Score: Raw -731546.293098 + Penalty 2864.753955 = -728681.539142
  nChanged 7
		SP:Iteration 51Q (101184.580000 sec): 3 clusters
  Score: Raw -731550.002155 + Penalty 2864.753955 = -728685.248199
  nChanged 13
		SP:Iteration 52Q (101184.800000 sec): 3 clusters
  Score: Raw -731555.998552 + Penalty 2864.753955 = -728691.244596
  nChanged 12
		SP:Iteration 53Q (101184.970000 sec): 3 clusters
  Score: Raw -731559.396827 + Penalty 2864.753955 = -728694.642872
  nChanged 9
		SP:Iteration 54Q (101185.200000 sec): 3 clusters
  Score: Raw -731563.829580 + Penalty 2864.753955 = -728699.075625
  nChanged 15
		SP:Iteration 55Q (101185.400000 sec): 3 clusters
  Score: Raw -731570.148102 + Penalty 2864.753955 = -728705.394146
  nChanged 10
		SP:Iteration 56Q (101185.610000 sec): 3 clusters
  Score: Raw -731574.647628 + Penalty 2864.753955 = -728709.893672
  nChanged 10
		SP:Iteration 57Q (101185.810000 sec): 3 clusters
  Score: Raw -731579.591050 + Penalty 2864.753955 = -728714.837094
  nChanged 8
		SP:Iteration 58Q (101186.020000 sec): 3 clusters
  Score: Raw -731583.609016 + Penalty 2864.753955 = -728718.855061
  nChanged 8
		SP:Iteration 59Q (101186.280000 sec): 3 clusters
  Score: Raw -731586.071790 + Penalty 2864.753955 = -728721.317834
  nChanged 4
		SP:Iteration 60F (101186.490000 sec): 3 clusters
  Score: Raw -731587.871408 + Penalty 2864.753955 = -728723.117453
  nChanged 7
		SP:Iteration 61Q (101186.700000 sec): 3 clusters
  Score: Raw -731589.689750 + Penalty 2864.753955 = -728724.935794
  nChanged 4
		SP:Iteration 62Q (101186.910000 sec): 3 clusters
  Score: Raw -731590.348000 + Penalty 2864.753955 = -728725.594044
  nChanged 3
		SP:Iteration 63Q (101187.130000 sec): 3 clusters
  Score: Raw -731590.931190 + Penalty 2864.753955 = -728726.177235
  nChanged 1
		SP:Iteration 64Q (101187.330000 sec): 3 clusters
  Score: Raw -731591.341194 + Penalty 2864.753955 = -728726.587238
  nChanged 4
		SP:Iteration 65Q (101187.550000 sec): 3 clusters
  Score: Raw -731592.645514 + Penalty 2864.753955 = -728727.891559
  nChanged 3
		SP:Iteration 66Q (101187.770000 sec): 3 clusters
  Score: Raw -731593.521757 + Penalty 2864.753955 = -728728.767802
  nChanged 5
		SP:Iteration 67Q (101187.950000 sec): 3 clusters
  Score: Raw -731594.562611 + Penalty 2864.753955 = -728729.808656
  nChanged 2
		SP:Iteration 68Q (101188.200000 sec): 3 clusters
  Score: Raw -731595.296259 + Penalty 2864.753955 = -728730.542303
  nChanged 1
		SP:Iteration 69Q (101188.380000 sec): 3 clusters
  Score: Raw -731595.545005 + Penalty 2864.753955 = -728730.791050
  nChanged 1
		SP:Iteration 70Q (101188.610000 sec): 3 clusters
  Score: Raw -731595.804511 + Penalty 2864.753955 = -728731.050556
  nChanged 0
		SP:Iteration 71F (101188.810000 sec): 3 clusters
  Score: Raw -731595.804511 + Penalty 2864.753955 = -728731.050556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101188.930000 sec): 2 clusters
  Score: Raw -706507.929978 + Penalty 1450.947129 = -705056.982848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101189.170000 sec): 3 clusters
  Score: Raw -702371.164279 + Penalty 2901.894259 = -699469.270020
  nChanged 3226
		SP:Iteration 1F (101189.390000 sec): 3 clusters
  Score: Raw -704250.628986 + Penalty 2901.894259 = -701348.734727
  nChanged 606
		SP:Iteration 2F (101189.610000 sec): 3 clusters
  Score: Raw -704649.410707 + Penalty 2901.894259 = -701747.516448
  nChanged 529
		SP:Iteration 3F (101189.840000 sec): 3 clusters
  Score: Raw -705021.791639 + Penalty 2901.894259 = -702119.897380
  nChanged 481
		SP:Iteration 4F (101190.050000 sec): 3 clusters
  Score: Raw -705368.360300 + Penalty 2901.894259 = -702466.466041
  nChanged 421
		SP:Iteration 5F (101190.310000 sec): 3 clusters
  Score: Raw -705647.548567 + Penalty 2901.894259 = -702745.654308
  nChanged 372
		SP:Iteration 6Q (101190.510000 sec): 3 clusters
  Score: Raw -705866.985786 + Penalty 2901.894259 = -702965.091527
  nChanged 287
		SP:Iteration 7Q (101190.710000 sec): 3 clusters
  Score: Raw -706026.939218 + Penalty 2901.894259 = -703125.044959
  nChanged 232
		SP:Iteration 8Q (101190.890000 sec): 3 clusters
  Score: Raw -706148.552168 + Penalty 2901.894259 = -703246.657909
  nChanged 194
		SP:Iteration 9Q (101191.110000 sec): 3 clusters
  Score: Raw -706246.126996 + Penalty 2901.894259 = -703344.232737
  nChanged 156
		SP:Iteration 10Q (101191.330000 sec): 3 clusters
  Score: Raw -706325.956053 + Penalty 2901.894259 = -703424.061794
  nChanged 152
		SP:Iteration 11Q (101191.510000 sec): 3 clusters
  Score: Raw -706407.785426 + Penalty 2901.894259 = -703505.891167
  nChanged 124
		SP:Iteration 12Q (101191.700000 sec): 3 clusters
  Score: Raw -706473.462802 + Penalty 2901.894259 = -703571.568543
  nChanged 119
		SP:Iteration 13Q (101191.890000 sec): 3 clusters
  Score: Raw -706533.277750 + Penalty 2901.894259 = -703631.383491
  nChanged 110
		SP:Iteration 14Q (101192.120000 sec): 3 clusters
  Score: Raw -706595.373117 + Penalty 2901.894259 = -703693.478858
  nChanged 96
		SP:Iteration 15Q (101192.330000 sec): 3 clusters
  Score: Raw -706647.506287 + Penalty 2901.894259 = -703745.612028
  nChanged 89
		SP:Iteration 16Q (101192.510000 sec): 3 clusters
  Score: Raw -706696.278058 + Penalty 2901.894259 = -703794.383799
  nChanged 76
		SP:Iteration 17Q (101192.730000 sec): 3 clusters
  Score: Raw -706734.154837 + Penalty 2901.894259 = -703832.260578
  nChanged 72
		SP:Iteration 18Q (101192.910000 sec): 3 clusters
  Score: Raw -706772.286886 + Penalty 2901.894259 = -703870.392627
  nChanged 56
		SP:Iteration 19Q (101193.160000 sec): 3 clusters
  Score: Raw -706799.287205 + Penalty 2901.894259 = -703897.392946
  nChanged 46
		SP:Iteration 20F (101193.360000 sec): 3 clusters
  Score: Raw -706820.628010 + Penalty 2901.894259 = -703918.733751
  nChanged 44
		SP:Iteration 21Q (101193.560000 sec): 3 clusters
  Score: Raw -706842.449026 + Penalty 2901.894259 = -703940.554767
  nChanged 37
		SP:Iteration 22Q (101193.760000 sec): 3 clusters
  Score: Raw -706858.198647 + Penalty 2901.894259 = -703956.304388
  nChanged 24
		SP:Iteration 23Q (101193.950000 sec): 3 clusters
  Score: Raw -706868.443204 + Penalty 2901.894259 = -703966.548945
  nChanged 24
		SP:Iteration 24Q (101194.140000 sec): 3 clusters
  Score: Raw -706879.656815 + Penalty 2901.894259 = -703977.762556
  nChanged 24
		SP:Iteration 25Q (101194.370000 sec): 3 clusters
  Score: Raw -706888.873284 + Penalty 2901.894259 = -703986.979025
  nChanged 17
		SP:Iteration 26Q (101194.530000 sec): 3 clusters
  Score: Raw -706894.677408 + Penalty 2901.894259 = -703992.783149
  nChanged 16
		SP:Iteration 27Q (101194.750000 sec): 3 clusters
  Score: Raw -706901.292826 + Penalty 2901.894259 = -703999.398567
  nChanged 9
		SP:Iteration 28Q (101194.960000 sec): 3 clusters
  Score: Raw -706903.907389 + Penalty 2901.894259 = -704002.013130
  nChanged 6
		SP:Iteration 29Q (101195.120000 sec): 3 clusters
  Score: Raw -706906.912095 + Penalty 2901.894259 = -704005.017836
  nChanged 8
		SP:Iteration 30Q (101195.340000 sec): 3 clusters
  Score: Raw -706909.948549 + Penalty 2901.894259 = -704008.054290
  nChanged 11
		SP:Iteration 31Q (101195.560000 sec): 3 clusters
  Score: Raw -706913.377819 + Penalty 2901.894259 = -704011.483560
  nChanged 10
		SP:Iteration 32Q (101195.730000 sec): 3 clusters
  Score: Raw -706916.750037 + Penalty 2901.894259 = -704014.855778
  nChanged 7
		SP:Iteration 33Q (101195.920000 sec): 3 clusters
  Score: Raw -706919.710542 + Penalty 2901.894259 = -704017.816283
  nChanged 5
		SP:Iteration 34Q (101196.180000 sec): 3 clusters
  Score: Raw -706920.733404 + Penalty 2901.894259 = -704018.839145
  nChanged 2
		SP:Iteration 35Q (101196.340000 sec): 3 clusters
  Score: Raw -706921.039742 + Penalty 2901.894259 = -704019.145483
  nChanged 1
		SP:Iteration 36Q (101196.620000 sec): 3 clusters
  Score: Raw -706921.215343 + Penalty 2901.894259 = -704019.321084
  nChanged 0
		SP:Iteration 37F (101196.820000 sec): 3 clusters
  Score: Raw -706921.215343 + Penalty 2901.894259 = -704019.321084
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101196.940000 sec): 2 clusters
  Score: Raw -1088582.809420 + Penalty 1508.356819 = -1087074.452601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101197.210000 sec): 3 clusters
  Score: Raw -1082584.972468 + Penalty 3016.713638 = -1079568.258830
  nChanged 4578
		SP:Iteration 1F (101197.440000 sec): 3 clusters
  Score: Raw -1085094.400372 + Penalty 3016.713638 = -1082077.686734
  nChanged 751
		SP:Iteration 2F (101197.660000 sec): 3 clusters
  Score: Raw -1085486.925353 + Penalty 3016.713638 = -1082470.211715
  nChanged 637
		SP:Iteration 3F (101197.890000 sec): 3 clusters
  Score: Raw -1085806.134336 + Penalty 3016.713638 = -1082789.420698
  nChanged 549
		SP:Iteration 4F (101198.130000 sec): 3 clusters
  Score: Raw -1086094.766325 + Penalty 3016.713638 = -1083078.052687
  nChanged 533
		SP:Iteration 5Q (101198.370000 sec): 3 clusters
  Score: Raw -1086395.998377 + Penalty 3016.713638 = -1083379.284739
  nChanged 526
		SP:Iteration 6Q (101198.620000 sec): 3 clusters
  Score: Raw -1086714.513733 + Penalty 3016.713638 = -1083697.800095
  nChanged 524
		SP:Iteration 7Q (101198.890000 sec): 3 clusters
  Score: Raw -1087043.134091 + Penalty 3016.713638 = -1084026.420453
  nChanged 434
		SP:Iteration 8Q (101199.090000 sec): 3 clusters
  Score: Raw -1087319.803323 + Penalty 3016.713638 = -1084303.089685
  nChanged 380
		SP:Iteration 9Q (101199.300000 sec): 3 clusters
  Score: Raw -1087565.724175 + Penalty 3016.713638 = -1084549.010537
  nChanged 306
		SP:Iteration 10Q (101199.500000 sec): 3 clusters
  Score: Raw -1087758.172636 + Penalty 3016.713638 = -1084741.458998
  nChanged 238
		SP:Iteration 11Q (101199.710000 sec): 3 clusters
  Score: Raw -1087928.732716 + Penalty 3016.713638 = -1084912.019078
  nChanged 230
		SP:Iteration 12Q (101199.970000 sec): 3 clusters
  Score: Raw -1088094.258309 + Penalty 3016.713638 = -1085077.544671
  nChanged 211
		SP:Iteration 13Q (101200.170000 sec): 3 clusters
  Score: Raw -1088258.455537 + Penalty 3016.713638 = -1085241.741899
  nChanged 160
		SP:Iteration 14Q (101200.370000 sec): 3 clusters
  Score: Raw -1088404.225981 + Penalty 3016.713638 = -1085387.512343
  nChanged 147
		SP:Iteration 15Q (101200.600000 sec): 3 clusters
  Score: Raw -1088559.086972 + Penalty 3016.713638 = -1085542.373334
  nChanged 130
		SP:Iteration 16Q (101200.790000 sec): 3 clusters
  Score: Raw -1088680.875952 + Penalty 3016.713638 = -1085664.162314
  nChanged 104
		SP:Iteration 17Q (101201.010000 sec): 3 clusters
  Score: Raw -1088759.789250 + Penalty 3016.713638 = -1085743.075612
  nChanged 77
		SP:Iteration 18Q (101201.210000 sec): 3 clusters
  Score: Raw -1088810.637608 + Penalty 3016.713638 = -1085793.923970
  nChanged 71
		SP:Iteration 19Q (101201.410000 sec): 3 clusters
  Score: Raw -1088848.020869 + Penalty 3016.713638 = -1085831.307231
  nChanged 60
		SP:Iteration 20F (101201.670000 sec): 3 clusters
  Score: Raw -1088876.437770 + Penalty 3016.713638 = -1085859.724132
  nChanged 54
		SP:Iteration 21Q (101201.910000 sec): 3 clusters
  Score: Raw -1088901.875557 + Penalty 3016.713638 = -1085885.161919
  nChanged 50
		SP:Iteration 22Q (101202.110000 sec): 3 clusters
  Score: Raw -1088921.895310 + Penalty 3016.713638 = -1085905.181672
  nChanged 37
		SP:Iteration 23Q (101202.330000 sec): 3 clusters
  Score: Raw -1088935.809177 + Penalty 3016.713638 = -1085919.095539
  nChanged 36
		SP:Iteration 24Q (101202.570000 sec): 3 clusters
  Score: Raw -1088945.518006 + Penalty 3016.713638 = -1085928.804368
  nChanged 26
		SP:Iteration 25Q (101202.790000 sec): 3 clusters
  Score: Raw -1088956.496133 + Penalty 3016.713638 = -1085939.782495
  nChanged 29
		SP:Iteration 26Q (101202.970000 sec): 3 clusters
  Score: Raw -1088965.131654 + Penalty 3016.713638 = -1085948.418016
  nChanged 13
		SP:Iteration 27Q (101203.190000 sec): 3 clusters
  Score: Raw -1088968.285314 + Penalty 3016.713638 = -1085951.571676
  nChanged 9
		SP:Iteration 28Q (101203.410000 sec): 3 clusters
  Score: Raw -1088970.742150 + Penalty 3016.713638 = -1085954.028513
  nChanged 9
		SP:Iteration 29Q (101203.600000 sec): 3 clusters
  Score: Raw -1088973.176060 + Penalty 3016.713638 = -1085956.462422
  nChanged 8
		SP:Iteration 30Q (101203.760000 sec): 3 clusters
  Score: Raw -1088975.819118 + Penalty 3016.713638 = -1085959.105480
  nChanged 5
		SP:Iteration 31Q (101203.990000 sec): 3 clusters
  Score: Raw -1088977.211018 + Penalty 3016.713638 = -1085960.497380
  nChanged 4
		SP:Iteration 32Q (101204.210000 sec): 3 clusters
  Score: Raw -1088977.941216 + Penalty 3016.713638 = -1085961.227578
  nChanged 4
		SP:Iteration 33Q (101204.410000 sec): 3 clusters
  Score: Raw -1088979.120729 + Penalty 3016.713638 = -1085962.407091
  nChanged 4
		SP:Iteration 34Q (101204.600000 sec): 3 clusters
  Score: Raw -1088979.633291 + Penalty 3016.713638 = -1085962.919653
  nChanged 4
		SP:Iteration 35Q (101204.850000 sec): 3 clusters
  Score: Raw -1088980.388550 + Penalty 3016.713638 = -1085963.674912
  nChanged 7
		SP:Iteration 36Q (101205.050000 sec): 3 clusters
  Score: Raw -1088982.882433 + Penalty 3016.713638 = -1085966.168795
  nChanged 9
		SP:Iteration 37Q (101205.220000 sec): 3 clusters
  Score: Raw -1088985.194319 + Penalty 3016.713638 = -1085968.480681
  nChanged 11
		SP:Iteration 38Q (101205.450000 sec): 3 clusters
  Score: Raw -1088986.741053 + Penalty 3016.713638 = -1085970.027415
  nChanged 3
		SP:Iteration 39Q (101205.640000 sec): 3 clusters
  Score: Raw -1088987.232911 + Penalty 3016.713638 = -1085970.519273
  nChanged 5
		SP:Iteration 40F (101205.860000 sec): 3 clusters
  Score: Raw -1088988.566843 + Penalty 3016.713638 = -1085971.853205
  nChanged 5
		SP:Iteration 41Q (101206.040000 sec): 3 clusters
  Score: Raw -1088990.059413 + Penalty 3016.713638 = -1085973.345775
  nChanged 7
		SP:Iteration 42Q (101206.250000 sec): 3 clusters
  Score: Raw -1088991.389773 + Penalty 3016.713638 = -1085974.676135
  nChanged 3
		SP:Iteration 43Q (101206.430000 sec): 3 clusters
  Score: Raw -1088992.026052 + Penalty 3016.713638 = -1085975.312414
  nChanged 2
		SP:Iteration 44Q (101206.660000 sec): 3 clusters
  Score: Raw -1088992.569596 + Penalty 3016.713638 = -1085975.855958
  nChanged 1
		SP:Iteration 45Q (101206.880000 sec): 3 clusters
  Score: Raw -1088992.668468 + Penalty 3016.713638 = -1085975.954830
  nChanged 2
		SP:Iteration 46Q (101207.080000 sec): 3 clusters
  Score: Raw -1088992.954942 + Penalty 3016.713638 = -1085976.241304
  nChanged 1
		SP:Iteration 47Q (101207.300000 sec): 3 clusters
  Score: Raw -1088993.141028 + Penalty 3016.713638 = -1085976.427390
  nChanged 3
		SP:Iteration 48Q (101207.500000 sec): 3 clusters
  Score: Raw -1088993.620505 + Penalty 3016.713638 = -1085976.906867
  nChanged 3
		SP:Iteration 49Q (101207.760000 sec): 3 clusters
  Score: Raw -1088994.201421 + Penalty 3016.713638 = -1085977.487784
  nChanged 2
		SP:Iteration 50Q (101207.970000 sec): 3 clusters
  Score: Raw -1088994.719772 + Penalty 3016.713638 = -1085978.006134
  nChanged 4
		SP:Iteration 51Q (101208.240000 sec): 3 clusters
  Score: Raw -1088995.702716 + Penalty 3016.713638 = -1085978.989078
  nChanged 2
		SP:Iteration 52Q (101208.460000 sec): 3 clusters
  Score: Raw -1088996.611855 + Penalty 3016.713638 = -1085979.898217
  nChanged 4
		SP:Iteration 53Q (101208.680000 sec): 3 clusters
  Score: Raw -1088997.654819 + Penalty 3016.713638 = -1085980.941181
  nChanged 2
		SP:Iteration 54Q (101208.940000 sec): 3 clusters
  Score: Raw -1088997.814114 + Penalty 3016.713638 = -1085981.100477
  nChanged 1
		SP:Iteration 55Q (101209.160000 sec): 3 clusters
  Score: Raw -1088997.976559 + Penalty 3016.713638 = -1085981.262921
  nChanged 0
		SP:Iteration 56F (101209.360000 sec): 3 clusters
  Score: Raw -1088997.976559 + Penalty 3016.713638 = -1085981.262921
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101209.470000 sec): 2 clusters
  Score: Raw -370758.103383 + Penalty 1329.211080 = -369428.892303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101209.710000 sec): 3 clusters
  Score: Raw -369032.337845 + Penalty 2658.422160 = -366373.915685
  nChanged 1387
		SP:Iteration 1F (101209.940000 sec): 3 clusters
  Score: Raw -369823.508673 + Penalty 2658.422160 = -367165.086512
  nChanged 297
		SP:Iteration 2F (101210.090000 sec): 3 clusters
  Score: Raw -370021.955550 + Penalty 2658.422160 = -367363.533389
  nChanged 231
		SP:Iteration 3F (101210.250000 sec): 3 clusters
  Score: Raw -370184.126605 + Penalty 2658.422160 = -367525.704445
  nChanged 196
		SP:Iteration 4F (101210.420000 sec): 3 clusters
  Score: Raw -370332.632662 + Penalty 2658.422160 = -367674.210502
  nChanged 170
		SP:Iteration 5Q (101210.640000 sec): 3 clusters
  Score: Raw -370460.891434 + Penalty 2658.422160 = -367802.469274
  nChanged 150
		SP:Iteration 6Q (101210.800000 sec): 3 clusters
  Score: Raw -370565.167932 + Penalty 2658.422160 = -367906.745772
  nChanged 146
		SP:Iteration 7Q (101211.020000 sec): 3 clusters
  Score: Raw -370675.883191 + Penalty 2658.422160 = -368017.461031
  nChanged 132
		SP:Iteration 8Q (101211.210000 sec): 3 clusters
  Score: Raw -370772.056565 + Penalty 2658.422160 = -368113.634404
  nChanged 127
		SP:Iteration 9Q (101211.380000 sec): 3 clusters
  Score: Raw -370848.846944 + Penalty 2658.422160 = -368190.424784
  nChanged 120
		SP:Iteration 10Q (101211.550000 sec): 3 clusters
  Score: Raw -370915.150488 + Penalty 2658.422160 = -368256.728328
  nChanged 101
		SP:Iteration 11Q (101211.720000 sec): 3 clusters
  Score: Raw -370973.679367 + Penalty 2658.422160 = -368315.257206
  nChanged 113
		SP:Iteration 12Q (101211.940000 sec): 3 clusters
  Score: Raw -371050.516504 + Penalty 2658.422160 = -368392.094344
  nChanged 104
		SP:Iteration 13Q (101212.120000 sec): 3 clusters
  Score: Raw -371113.062429 + Penalty 2658.422160 = -368454.640269
  nChanged 76
		SP:Iteration 14Q (101212.290000 sec): 3 clusters
  Score: Raw -371153.575498 + Penalty 2658.422160 = -368495.153338
  nChanged 58
		SP:Iteration 15Q (101212.470000 sec): 3 clusters
  Score: Raw -371176.190507 + Penalty 2658.422160 = -368517.768347
  nChanged 42
		SP:Iteration 16Q (101212.700000 sec): 3 clusters
  Score: Raw -371192.632939 + Penalty 2658.422160 = -368534.210778
  nChanged 33
		SP:Iteration 17Q (101212.890000 sec): 3 clusters
  Score: Raw -371202.595680 + Penalty 2658.422160 = -368544.173520
  nChanged 22
		SP:Iteration 18Q (101213.110000 sec): 3 clusters
  Score: Raw -371210.143598 + Penalty 2658.422160 = -368551.721438
  nChanged 20
		SP:Iteration 19Q (101213.310000 sec): 3 clusters
  Score: Raw -371216.174535 + Penalty 2658.422160 = -368557.752375
  nChanged 14
		SP:Iteration 20F (101213.480000 sec): 3 clusters
  Score: Raw -371220.000174 + Penalty 2658.422160 = -368561.578013
  nChanged 13
		SP:Iteration 21Q (101213.690000 sec): 3 clusters
  Score: Raw -371223.403659 + Penalty 2658.422160 = -368564.981499
  nChanged 10
		SP:Iteration 22Q (101213.870000 sec): 3 clusters
  Score: Raw -371226.268474 + Penalty 2658.422160 = -368567.846313
  nChanged 7
		SP:Iteration 23Q (101214.050000 sec): 3 clusters
  Score: Raw -371227.977590 + Penalty 2658.422160 = -368569.555430
  nChanged 2
		SP:Iteration 24Q (101214.200000 sec): 3 clusters
  Score: Raw -371228.310626 + Penalty 2658.422160 = -368569.888466
  nChanged 1
		SP:Iteration 25Q (101214.400000 sec): 3 clusters
  Score: Raw -371228.673135 + Penalty 2658.422160 = -368570.250974
  nChanged 0
		SP:Iteration 26F (101214.610000 sec): 3 clusters
  Score: Raw -371228.673135 + Penalty 2658.422160 = -368570.250974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101214.790000 sec): 2 clusters
  Score: Raw -1912485.783833 + Penalty 1592.898289 = -1910892.885544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101215.040000 sec): 3 clusters
  Score: Raw -1901534.095733 + Penalty 3185.796578 = -1898348.299155
  nChanged 8126
		SP:Iteration 1F (101215.310000 sec): 3 clusters
  Score: Raw -1905956.648778 + Penalty 3185.796578 = -1902770.852200
  nChanged 948
		SP:Iteration 2F (101215.600000 sec): 3 clusters
  Score: Raw -1906328.679023 + Penalty 3185.796578 = -1903142.882446
  nChanged 885
		SP:Iteration 3Q (101215.880000 sec): 3 clusters
  Score: Raw -1906656.960416 + Penalty 3185.796578 = -1903471.163838
  nChanged 785
		SP:Iteration 4Q (101216.120000 sec): 3 clusters
  Score: Raw -1906996.399650 + Penalty 3185.796578 = -1903810.603072
  nChanged 818
		SP:Iteration 5Q (101216.340000 sec): 3 clusters
  Score: Raw -1907371.757994 + Penalty 3185.796578 = -1904185.961416
  nChanged 872
		SP:Iteration 6Q (101216.630000 sec): 3 clusters
  Score: Raw -1907804.317114 + Penalty 3185.796578 = -1904618.520536
  nChanged 913
		SP:Iteration 7F (101216.900000 sec): 3 clusters
  Score: Raw -1908262.596583 + Penalty 3185.796578 = -1905076.800005
  nChanged 871
		SP:Iteration 8Q (101217.150000 sec): 3 clusters
  Score: Raw -1908674.993694 + Penalty 3185.796578 = -1905489.197116
  nChanged 789
		SP:Iteration 9Q (101217.420000 sec): 3 clusters
  Score: Raw -1909024.013563 + Penalty 3185.796578 = -1905838.216985
  nChanged 674
		SP:Iteration 10Q (101217.710000 sec): 3 clusters
  Score: Raw -1909286.039593 + Penalty 3185.796578 = -1906100.243015
  nChanged 548
		SP:Iteration 11Q (101218.050000 sec): 3 clusters
  Score: Raw -1909470.678227 + Penalty 3185.796578 = -1906284.881649
  nChanged 447
		SP:Iteration 12Q (101218.280000 sec): 3 clusters
  Score: Raw -1909621.483613 + Penalty 3185.796578 = -1906435.687035
  nChanged 405
		SP:Iteration 13Q (101218.580000 sec): 3 clusters
  Score: Raw -1909749.751513 + Penalty 3185.796578 = -1906563.954935
  nChanged 378
		SP:Iteration 14Q (101218.860000 sec): 3 clusters
  Score: Raw -1909882.178770 + Penalty 3185.796578 = -1906696.382193
  nChanged 394
		SP:Iteration 15Q (101219.120000 sec): 3 clusters
  Score: Raw -1910015.970179 + Penalty 3185.796578 = -1906830.173601
  nChanged 396
		SP:Iteration 16Q (101219.350000 sec): 3 clusters
  Score: Raw -1910148.299604 + Penalty 3185.796578 = -1906962.503026
  nChanged 354
		SP:Iteration 17Q (101219.630000 sec): 3 clusters
  Score: Raw -1910256.844770 + Penalty 3185.796578 = -1907071.048192
  nChanged 329
		SP:Iteration 18Q (101219.900000 sec): 3 clusters
  Score: Raw -1910352.628326 + Penalty 3185.796578 = -1907166.831748
  nChanged 298
		SP:Iteration 19Q (101220.200000 sec): 3 clusters
  Score: Raw -1910437.730128 + Penalty 3185.796578 = -1907251.933550
  nChanged 303
		SP:Iteration 20F (101220.420000 sec): 3 clusters
  Score: Raw -1910521.404339 + Penalty 3185.796578 = -1907335.607761
  nChanged 239
		SP:Iteration 21Q (101220.740000 sec): 3 clusters
  Score: Raw -1910577.625560 + Penalty 3185.796578 = -1907391.828982
  nChanged 221
		SP:Iteration 22Q (101221.020000 sec): 3 clusters
  Score: Raw -1910630.721861 + Penalty 3185.796578 = -1907444.925283
  nChanged 207
		SP:Iteration 23Q (101221.240000 sec): 3 clusters
  Score: Raw -1910679.820526 + Penalty 3185.796578 = -1907494.023949
  nChanged 194
		SP:Iteration 24Q (101221.500000 sec): 3 clusters
  Score: Raw -1910727.138901 + Penalty 3185.796578 = -1907541.342324
  nChanged 193
		SP:Iteration 25Q (101221.790000 sec): 3 clusters
  Score: Raw -1910770.409359 + Penalty 3185.796578 = -1907584.612782
  nChanged 193
		SP:Iteration 26Q (101222.000000 sec): 3 clusters
  Score: Raw -1910811.926075 + Penalty 3185.796578 = -1907626.129497
  nChanged 168
		SP:Iteration 27Q (101222.300000 sec): 3 clusters
  Score: Raw -1910848.085435 + Penalty 3185.796578 = -1907662.288858
  nChanged 166
		SP:Iteration 28Q (101222.540000 sec): 3 clusters
  Score: Raw -1910885.093570 + Penalty 3185.796578 = -1907699.296992
  nChanged 172
		SP:Iteration 29Q (101222.820000 sec): 3 clusters
  Score: Raw -1910926.626191 + Penalty 3185.796578 = -1907740.829613
  nChanged 162
		SP:Iteration 30Q (101223.090000 sec): 3 clusters
  Score: Raw -1910966.456721 + Penalty 3185.796578 = -1907780.660144
  nChanged 164
		SP:Iteration 31Q (101223.350000 sec): 3 clusters
  Score: Raw -1911007.147056 + Penalty 3185.796578 = -1907821.350478
  nChanged 161
		SP:Iteration 32Q (101223.640000 sec): 3 clusters
  Score: Raw -1911045.852522 + Penalty 3185.796578 = -1907860.055944
  nChanged 155
		SP:Iteration 33Q (101223.950000 sec): 3 clusters
  Score: Raw -1911080.237043 + Penalty 3185.796578 = -1907894.440465
  nChanged 155
		SP:Iteration 34Q (101224.230000 sec): 3 clusters
  Score: Raw -1911111.234012 + Penalty 3185.796578 = -1907925.437434
  nChanged 135
		SP:Iteration 35Q (101224.520000 sec): 3 clusters
  Score: Raw -1911138.726729 + Penalty 3185.796578 = -1907952.930152
  nChanged 160
		SP:Iteration 36Q (101224.810000 sec): 3 clusters
  Score: Raw -1911172.941699 + Penalty 3185.796578 = -1907987.145121
  nChanged 138
		SP:Iteration 37Q (101225.120000 sec): 3 clusters
  Score: Raw -1911198.078379 + Penalty 3185.796578 = -1908012.281801
  nChanged 120
		SP:Iteration 38Q (101225.440000 sec): 3 clusters
  Score: Raw -1911221.888607 + Penalty 3185.796578 = -1908036.092029
  nChanged 128
		SP:Iteration 39Q (101225.690000 sec): 3 clusters
  Score: Raw -1911249.953820 + Penalty 3185.796578 = -1908064.157243
  nChanged 128
		SP:Iteration 40F (101225.960000 sec): 3 clusters
  Score: Raw -1911276.339767 + Penalty 3185.796578 = -1908090.543189
  nChanged 122
		SP:Iteration 41Q (101226.190000 sec): 3 clusters
  Score: Raw -1911303.958122 + Penalty 3185.796578 = -1908118.161544
  nChanged 112
		SP:Iteration 42Q (101226.430000 sec): 3 clusters
  Score: Raw -1911327.471010 + Penalty 3185.796578 = -1908141.674432
  nChanged 118
		SP:Iteration 43Q (101226.710000 sec): 3 clusters
  Score: Raw -1911349.298055 + Penalty 3185.796578 = -1908163.501477
  nChanged 99
		SP:Iteration 44Q (101227.000000 sec): 3 clusters
  Score: Raw -1911368.802474 + Penalty 3185.796578 = -1908183.005897
  nChanged 107
		SP:Iteration 45Q (101227.260000 sec): 3 clusters
  Score: Raw -1911390.737939 + Penalty 3185.796578 = -1908204.941362
  nChanged 107
		SP:Iteration 46Q (101227.590000 sec): 3 clusters
  Score: Raw -1911414.349646 + Penalty 3185.796578 = -1908228.553069
  nChanged 126
		SP:Iteration 47Q (101227.870000 sec): 3 clusters
  Score: Raw -1911446.119855 + Penalty 3185.796578 = -1908260.323277
  nChanged 156
		SP:Iteration 48Q (101228.150000 sec): 3 clusters
  Score: Raw -1911489.669556 + Penalty 3185.796578 = -1908303.872978
  nChanged 149
		SP:Iteration 49Q (101228.490000 sec): 3 clusters
  Score: Raw -1911530.294361 + Penalty 3185.796578 = -1908344.497784
  nChanged 151
		SP:Iteration 50Q (101228.760000 sec): 3 clusters
  Score: Raw -1911573.377814 + Penalty 3185.796578 = -1908387.581236
  nChanged 158
		SP:Iteration 51Q (101229.020000 sec): 3 clusters
  Score: Raw -1911628.014831 + Penalty 3185.796578 = -1908442.218253
  nChanged 173
		SP:Iteration 52Q (101229.330000 sec): 3 clusters
  Score: Raw -1911683.990678 + Penalty 3185.796578 = -1908498.194100
  nChanged 157
		SP:Iteration 53Q (101229.610000 sec): 3 clusters
  Score: Raw -1911734.500300 + Penalty 3185.796578 = -1908548.703722
  nChanged 162
		SP:Iteration 54Q (101229.880000 sec): 3 clusters
  Score: Raw -1911784.801697 + Penalty 3185.796578 = -1908599.005119
  nChanged 167
		SP:Iteration 55Q (101230.120000 sec): 3 clusters
  Score: Raw -1911835.668411 + Penalty 3185.796578 = -1908649.871834
  nChanged 156
		SP:Iteration 56Q (101230.390000 sec): 3 clusters
  Score: Raw -1911888.531849 + Penalty 3185.796578 = -1908702.735271
  nChanged 134
		SP:Iteration 57Q (101230.620000 sec): 3 clusters
  Score: Raw -1911934.392864 + Penalty 3185.796578 = -1908748.596286
  nChanged 139
		SP:Iteration 58Q (101230.890000 sec): 3 clusters
  Score: Raw -1911986.381464 + Penalty 3185.796578 = -1908800.584886
  nChanged 153
		SP:Iteration 59Q (101231.150000 sec): 3 clusters
  Score: Raw -1912043.424951 + Penalty 3185.796578 = -1908857.628373
  nChanged 137
		SP:Iteration 60F (101231.430000 sec): 3 clusters
  Score: Raw -1912098.366832 + Penalty 3185.796578 = -1908912.570255
  nChanged 129
		SP:Iteration 61Q (101231.650000 sec): 3 clusters
  Score: Raw -1912152.033635 + Penalty 3185.796578 = -1908966.237057
  nChanged 135
		SP:Iteration 62Q (101231.900000 sec): 3 clusters
  Score: Raw -1912199.017355 + Penalty 3185.796578 = -1909013.220777
  nChanged 97
		SP:Iteration 63Q (101232.180000 sec): 3 clusters
  Score: Raw -1912233.842190 + Penalty 3185.796578 = -1909048.045612
  nChanged 96
		SP:Iteration 64Q (101232.470000 sec): 3 clusters
  Score: Raw -1912266.259490 + Penalty 3185.796578 = -1909080.462912
  nChanged 91
		SP:Iteration 65Q (101232.700000 sec): 3 clusters
  Score: Raw -1912301.341929 + Penalty 3185.796578 = -1909115.545352
  nChanged 79
		SP:Iteration 66Q (101232.940000 sec): 3 clusters
  Score: Raw -1912335.549957 + Penalty 3185.796578 = -1909149.753379
  nChanged 79
		SP:Iteration 67Q (101233.170000 sec): 3 clusters
  Score: Raw -1912366.508199 + Penalty 3185.796578 = -1909180.711621
  nChanged 83
		SP:Iteration 68Q (101233.470000 sec): 3 clusters
  Score: Raw -1912404.754686 + Penalty 3185.796578 = -1909218.958109
  nChanged 71
		SP:Iteration 69Q (101233.720000 sec): 3 clusters
  Score: Raw -1912435.426641 + Penalty 3185.796578 = -1909249.630063
  nChanged 65
		SP:Iteration 70Q (101233.980000 sec): 3 clusters
  Score: Raw -1912459.047824 + Penalty 3185.796578 = -1909273.251246
  nChanged 68
		SP:Iteration 71Q (101234.270000 sec): 3 clusters
  Score: Raw -1912489.730571 + Penalty 3185.796578 = -1909303.933993
  nChanged 67
		SP:Iteration 72Q (101234.490000 sec): 3 clusters
  Score: Raw -1912523.894362 + Penalty 3185.796578 = -1909338.097785
  nChanged 49
		SP:Iteration 73Q (101234.760000 sec): 3 clusters
  Score: Raw -1912545.173343 + Penalty 3185.796578 = -1909359.376765
  nChanged 46
		SP:Iteration 74Q (101235.010000 sec): 3 clusters
  Score: Raw -1912565.543491 + Penalty 3185.796578 = -1909379.746913
  nChanged 37
		SP:Iteration 75Q (101235.260000 sec): 3 clusters
  Score: Raw -1912586.530085 + Penalty 3185.796578 = -1909400.733507
  nChanged 39
		SP:Iteration 76Q (101235.580000 sec): 3 clusters
  Score: Raw -1912606.817270 + Penalty 3185.796578 = -1909421.020692
  nChanged 33
		SP:Iteration 77Q (101235.840000 sec): 3 clusters
  Score: Raw -1912623.887305 + Penalty 3185.796578 = -1909438.090727
  nChanged 34
		SP:Iteration 78Q (101236.120000 sec): 3 clusters
  Score: Raw -1912640.122402 + Penalty 3185.796578 = -1909454.325824
  nChanged 25
		SP:Iteration 79Q (101236.400000 sec): 3 clusters
  Score: Raw -1912650.709137 + Penalty 3185.796578 = -1909464.912559
  nChanged 21
		SP:Iteration 80F (101236.660000 sec): 3 clusters
  Score: Raw -1912661.396717 + Penalty 3185.796578 = -1909475.600139
  nChanged 23
		SP:Iteration 81Q (101236.910000 sec): 3 clusters
  Score: Raw -1912671.887675 + Penalty 3185.796578 = -1909486.091098
  nChanged 16
		SP:Iteration 82Q (101237.190000 sec): 3 clusters
  Score: Raw -1912678.602592 + Penalty 3185.796578 = -1909492.806014
  nChanged 13
		SP:Iteration 83Q (101237.410000 sec): 3 clusters
  Score: Raw -1912684.234142 + Penalty 3185.796578 = -1909498.437565
  nChanged 10
		SP:Iteration 84Q (101237.660000 sec): 3 clusters
  Score: Raw -1912688.298657 + Penalty 3185.796578 = -1909502.502079
  nChanged 8
		SP:Iteration 85Q (101237.910000 sec): 3 clusters
  Score: Raw -1912692.154308 + Penalty 3185.796578 = -1909506.357730
  nChanged 9
		SP:Iteration 86Q (101238.160000 sec): 3 clusters
  Score: Raw -1912696.277365 + Penalty 3185.796578 = -1909510.480788
  nChanged 10
		SP:Iteration 87Q (101238.400000 sec): 3 clusters
  Score: Raw -1912700.075807 + Penalty 3185.796578 = -1909514.279229
  nChanged 12
		SP:Iteration 88Q (101238.670000 sec): 3 clusters
  Score: Raw -1912706.532998 + Penalty 3185.796578 = -1909520.736420
  nChanged 12
		SP:Iteration 89Q (101238.980000 sec): 3 clusters
  Score: Raw -1912711.507920 + Penalty 3185.796578 = -1909525.711342
  nChanged 7
		SP:Iteration 90Q (101239.240000 sec): 3 clusters
  Score: Raw -1912714.261982 + Penalty 3185.796578 = -1909528.465404
  nChanged 8
		SP:Iteration 91Q (101239.470000 sec): 3 clusters
  Score: Raw -1912718.803120 + Penalty 3185.796578 = -1909533.006542
  nChanged 13
		SP:Iteration 92Q (101239.710000 sec): 3 clusters
  Score: Raw -1912727.378586 + Penalty 3185.796578 = -1909541.582009
  nChanged 13
		SP:Iteration 93Q (101239.970000 sec): 3 clusters
  Score: Raw -1912733.695613 + Penalty 3185.796578 = -1909547.899035
  nChanged 13
		SP:Iteration 94Q (101240.220000 sec): 3 clusters
  Score: Raw -1912740.617674 + Penalty 3185.796578 = -1909554.821097
  nChanged 8
		SP:Iteration 95Q (101240.450000 sec): 3 clusters
  Score: Raw -1912743.702747 + Penalty 3185.796578 = -1909557.906170
  nChanged 8
		SP:Iteration 96Q (101240.710000 sec): 3 clusters
  Score: Raw -1912746.929578 + Penalty 3185.796578 = -1909561.133001
  nChanged 3
		SP:Iteration 97Q (101240.930000 sec): 3 clusters
  Score: Raw -1912748.665987 + Penalty 3185.796578 = -1909562.869410
  nChanged 3
		SP:Iteration 98Q (101241.250000 sec): 3 clusters
  Score: Raw -1912749.579445 + Penalty 3185.796578 = -1909563.782867
  nChanged 4
		SP:Iteration 99Q (101241.480000 sec): 3 clusters
  Score: Raw -1912750.428372 + Penalty 3185.796578 = -1909564.631795
  nChanged 2
		SP:Iteration 100F (101241.770000 sec): 3 clusters
  Score: Raw -1912751.035633 + Penalty 3185.796578 = -1909565.239055
  nChanged 3
		SP:Iteration 101Q (101242.040000 sec): 3 clusters
  Score: Raw -1912752.324172 + Penalty 3185.796578 = -1909566.527594
  nChanged 3
		SP:Iteration 102Q (101242.270000 sec): 3 clusters
  Score: Raw -1912753.982949 + Penalty 3185.796578 = -1909568.186371
  nChanged 4
		SP:Iteration 103Q (101242.570000 sec): 3 clusters
  Score: Raw -1912755.857865 + Penalty 3185.796578 = -1909570.061287
  nChanged 6
		SP:Iteration 104Q (101242.790000 sec): 3 clusters
  Score: Raw -1912760.396163 + Penalty 3185.796578 = -1909574.599585
  nChanged 5
		SP:Iteration 105Q (101243.000000 sec): 3 clusters
  Score: Raw -1912762.346540 + Penalty 3185.796578 = -1909576.549962
  nChanged 3
		SP:Iteration 106Q (101243.280000 sec): 3 clusters
  Score: Raw -1912764.854514 + Penalty 3185.796578 = -1909579.057936
  nChanged 3
		SP:Iteration 107Q (101243.480000 sec): 3 clusters
  Score: Raw -1912766.127092 + Penalty 3185.796578 = -1909580.330515
  nChanged 1
		SP:Iteration 108Q (101243.730000 sec): 3 clusters
  Score: Raw -1912766.346869 + Penalty 3185.796578 = -1909580.550291
  nChanged 1
		SP:Iteration 109Q (101244.000000 sec): 3 clusters
  Score: Raw -1912766.655973 + Penalty 3185.796578 = -1909580.859395
  nChanged 1
		SP:Iteration 110Q (101244.200000 sec): 3 clusters
  Score: Raw -1912767.240782 + Penalty 3185.796578 = -1909581.444204
  nChanged 1
		SP:Iteration 111Q (101244.410000 sec): 3 clusters
  Score: Raw -1912767.680835 + Penalty 3185.796578 = -1909581.884257
  nChanged 2
		SP:Iteration 112Q (101244.640000 sec): 3 clusters
  Score: Raw -1912768.479021 + Penalty 3185.796578 = -1909582.682443
  nChanged 0
		SP:Iteration 113F (101244.940000 sec): 3 clusters
  Score: Raw -1912768.479021 + Penalty 3185.796578 = -1909582.682443
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101245.030000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101245.170000 sec): 3 clusters
  Score: Raw -26867.709860 + Penalty 1810.950060 = -25056.759800
  nChanged 31
		SP:Iteration 1F (101245.270000 sec): 3 clusters
  Score: Raw -26938.873751 + Penalty 1810.950060 = -25127.923690
  nChanged 8
		SP:Iteration 2Q (101245.390000 sec): 3 clusters
  Score: Raw -26966.128255 + Penalty 1810.950060 = -25155.178194
  nChanged 3
		SP:Iteration 3Q (101245.490000 sec): 3 clusters
  Score: Raw -26974.142231 + Penalty 1810.950060 = -25163.192170
  nChanged 2
		SP:Iteration 4Q (101245.690000 sec): 3 clusters
  Score: Raw -26984.516805 + Penalty 1810.950060 = -25173.566744
  nChanged 1
		SP:Iteration 5Q (101245.810000 sec): 3 clusters
  Score: Raw -26986.945723 + Penalty 1810.950060 = -25175.995663
  nChanged 0
		SP:Iteration 6F (101245.940000 sec): 3 clusters
  Score: Raw -26986.945723 + Penalty 1810.950060 = -25175.995663
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101246.030000 sec): 2 clusters
  Score: Raw -113653.827103 + Penalty 1171.517792 = -112482.309312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101246.210000 sec): 3 clusters
  Score: Raw -113174.965494 + Penalty 2343.035583 = -110831.929911
  nChanged 428
		SP:Iteration 1F (101246.410000 sec): 3 clusters
  Score: Raw -113564.902021 + Penalty 2343.035583 = -111221.866437
  nChanged 120
		SP:Iteration 2F (101246.590000 sec): 3 clusters
  Score: Raw -113704.800741 + Penalty 2343.035583 = -111361.765158
  nChanged 69
		SP:Iteration 3F (101246.820000 sec): 3 clusters
  Score: Raw -113784.057112 + Penalty 2343.035583 = -111441.021529
  nChanged 53
		SP:Iteration 4Q (101247.000000 sec): 3 clusters
  Score: Raw -113858.514349 + Penalty 2343.035583 = -111515.478766
  nChanged 53
		SP:Iteration 5Q (101247.190000 sec): 3 clusters
  Score: Raw -113916.133319 + Penalty 2343.035583 = -111573.097736
  nChanged 49
		SP:Iteration 6Q (101247.370000 sec): 3 clusters
  Score: Raw -113991.195624 + Penalty 2343.035583 = -111648.160040
  nChanged 41
		SP:Iteration 7Q (101247.610000 sec): 3 clusters
  Score: Raw -114038.738139 + Penalty 2343.035583 = -111695.702555
  nChanged 30
		SP:Iteration 8Q (101247.770000 sec): 3 clusters
  Score: Raw -114072.151426 + Penalty 2343.035583 = -111729.115842
  nChanged 23
		SP:Iteration 9Q (101247.990000 sec): 3 clusters
  Score: Raw -114095.019173 + Penalty 2343.035583 = -111751.983590
  nChanged 15
		SP:Iteration 10Q (101248.160000 sec): 3 clusters
  Score: Raw -114104.730856 + Penalty 2343.035583 = -111761.695273
  nChanged 11
		SP:Iteration 11Q (101248.370000 sec): 3 clusters
  Score: Raw -114109.265190 + Penalty 2343.035583 = -111766.229607
  nChanged 4
		SP:Iteration 12Q (101248.530000 sec): 3 clusters
  Score: Raw -114111.378966 + Penalty 2343.035583 = -111768.343383
  nChanged 3
		SP:Iteration 13Q (101248.690000 sec): 3 clusters
  Score: Raw -114113.439423 + Penalty 2343.035583 = -111770.403839
  nChanged 4
		SP:Iteration 14Q (101248.880000 sec): 3 clusters
  Score: Raw -114121.240330 + Penalty 2343.035583 = -111778.204747
  nChanged 7
		SP:Iteration 15Q (101249.040000 sec): 3 clusters
  Score: Raw -114129.114717 + Penalty 2343.035583 = -111786.079133
  nChanged 9
		SP:Iteration 16Q (101249.260000 sec): 3 clusters
  Score: Raw -114135.913979 + Penalty 2343.035583 = -111792.878396
  nChanged 12
		SP:Iteration 17Q (101249.450000 sec): 3 clusters
  Score: Raw -114145.013295 + Penalty 2343.035583 = -111801.977712
  nChanged 7
		SP:Iteration 18Q (101249.630000 sec): 3 clusters
  Score: Raw -114152.449573 + Penalty 2343.035583 = -111809.413990
  nChanged 9
		SP:Iteration 19Q (101249.820000 sec): 3 clusters
  Score: Raw -114159.969377 + Penalty 2343.035583 = -111816.933794
  nChanged 6
		SP:Iteration 20F (101249.980000 sec): 3 clusters
  Score: Raw -114173.391963 + Penalty 2343.035583 = -111830.356379
  nChanged 10
		SP:Iteration 21Q (101250.170000 sec): 3 clusters
  Score: Raw -114183.590050 + Penalty 2343.035583 = -111840.554467
  nChanged 10
		SP:Iteration 22Q (101250.440000 sec): 3 clusters
  Score: Raw -114194.081392 + Penalty 2343.035583 = -111851.045809
  nChanged 13
		SP:Iteration 23Q (101250.600000 sec): 3 clusters
  Score: Raw -114208.004066 + Penalty 2343.035583 = -111864.968482
  nChanged 14
		SP:Iteration 24Q (101250.800000 sec): 3 clusters
  Score: Raw -114216.916106 + Penalty 2343.035583 = -111873.880522
  nChanged 14
		SP:Iteration 25Q (101250.970000 sec): 3 clusters
  Score: Raw -114225.205066 + Penalty 2343.035583 = -111882.169483
  nChanged 8
		SP:Iteration 26Q (101251.150000 sec): 3 clusters
  Score: Raw -114231.960677 + Penalty 2343.035583 = -111888.925094
  nChanged 7
		SP:Iteration 27Q (101251.400000 sec): 3 clusters
  Score: Raw -114238.109775 + Penalty 2343.035583 = -111895.074192
  nChanged 8
		SP:Iteration 28Q (101251.560000 sec): 3 clusters
  Score: Raw -114247.509496 + Penalty 2343.035583 = -111904.473913
  nChanged 10
		SP:Iteration 29Q (101251.750000 sec): 3 clusters
  Score: Raw -114257.659942 + Penalty 2343.035583 = -111914.624358
  nChanged 12
		SP:Iteration 30Q (101251.950000 sec): 3 clusters
  Score: Raw -114270.183297 + Penalty 2343.035583 = -111927.147714
  nChanged 12
		SP:Iteration 31Q (101252.110000 sec): 3 clusters
  Score: Raw -114281.510480 + Penalty 2343.035583 = -111938.474897
  nChanged 11
		SP:Iteration 32Q (101252.300000 sec): 3 clusters
  Score: Raw -114286.145909 + Penalty 2343.035583 = -111943.110325
  nChanged 4
		SP:Iteration 33Q (101252.450000 sec): 3 clusters
  Score: Raw -114288.140884 + Penalty 2343.035583 = -111945.105301
  nChanged 4
		SP:Iteration 34Q (101252.630000 sec): 3 clusters
  Score: Raw -114291.987885 + Penalty 2343.035583 = -111948.952302
  nChanged 4
		SP:Iteration 35Q (101252.780000 sec): 3 clusters
  Score: Raw -114294.615595 + Penalty 2343.035583 = -111951.580011
  nChanged 3
		SP:Iteration 36Q (101252.980000 sec): 3 clusters
  Score: Raw -114296.829111 + Penalty 2343.035583 = -111953.793528
  nChanged 2
		SP:Iteration 37Q (101253.170000 sec): 3 clusters
  Score: Raw -114297.690379 + Penalty 2343.035583 = -111954.654796
  nChanged 3
		SP:Iteration 38Q (101253.370000 sec): 3 clusters
  Score: Raw -114299.303597 + Penalty 2343.035583 = -111956.268013
  nChanged 3
		SP:Iteration 39Q (101253.530000 sec): 3 clusters
  Score: Raw -114300.778930 + Penalty 2343.035583 = -111957.743347
  nChanged 2
		SP:Iteration 40F (101253.690000 sec): 3 clusters
  Score: Raw -114301.667890 + Penalty 2343.035583 = -111958.632306
  nChanged 1
		SP:Iteration 41Q (101253.890000 sec): 3 clusters
  Score: Raw -114302.143896 + Penalty 2343.035583 = -111959.108313
  nChanged 1
		SP:Iteration 42Q (101254.060000 sec): 3 clusters
  Score: Raw -114302.625086 + Penalty 2343.035583 = -111959.589502
  nChanged 0
		SP:Iteration 43F (101254.250000 sec): 3 clusters
  Score: Raw -114302.625086 + Penalty 2343.035583 = -111959.589502
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (101254.350000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (101254.500000 sec): 3 clusters
  Score: Raw -30601.631426 + Penalty 1847.163424 = -28754.468002
  nChanged 42
		SP:Iteration 1F (101254.710000 sec): 3 clusters
  Score: Raw -30699.544815 + Penalty 1847.163424 = -28852.381391
  nChanged 9
		SP:Iteration 2Q (101254.890000 sec): 3 clusters
  Score: Raw -30730.302280 + Penalty 1847.163424 = -28883.138856
  nChanged 5
		SP:Iteration 3Q (101255.100000 sec): 3 clusters
  Score: Raw -30743.768290 + Penalty 1847.163424 = -28896.604865
  nChanged 2
		SP:Iteration 4Q (101255.260000 sec): 3 clusters
  Score: Raw -30748.718990 + Penalty 1847.163424 = -28901.555565
  nChanged 0
		SP:Iteration 5F (101255.450000 sec): 3 clusters
  Score: Raw -30748.718990 + Penalty 1847.163424 = -28901.555565
  nChanged 0
Iteration 259Q (101361.650000 sec): 72 clusters
  Score: Raw -138101049.438093 + Penalty 162986.169066 = -137938063.269027
  nChanged 169
Iteration 260F (101527.670000 sec): 72 clusters
  Score: Raw -138101185.207929 + Penalty 162986.169066 = -137938199.038863
  nChanged 217
Iteration 261Q (101612.720000 sec): 72 clusters
  Score: Raw -138101225.483424 + Penalty 162986.169066 = -137938239.314358
  nChanged 123
Iteration 262Q (101709.560000 sec): 72 clusters
  Score: Raw -138101237.720589 + Penalty 162986.169066 = -137938251.551523
  nChanged 94
Iteration 263Q (101801.880000 sec): 72 clusters
  Score: Raw -138101242.357052 + Penalty 162986.169066 = -137938256.187986
  nChanged 85
Iteration 264Q (101897.190000 sec): 72 clusters
  Score: Raw -138101245.114776 + Penalty 162986.169066 = -137938258.945709
  nChanged 70
Iteration 265Q (101976.110000 sec): 72 clusters
  Score: Raw -138101246.758095 + Penalty 162986.169066 = -137938260.589028
  nChanged 49
Iteration 266Q (102046.690000 sec): 72 clusters
  Score: Raw -138101247.634056 + Penalty 162986.169066 = -137938261.464990
  nChanged 48
Iteration 267Q (102124.310000 sec): 72 clusters
  Score: Raw -138101248.476509 + Penalty 162986.169066 = -137938262.307443
  nChanged 44
Iteration 268Q (102215.200000 sec): 72 clusters
  Score: Raw -138101249.202062 + Penalty 162986.169066 = -137938263.032996
  nChanged 47
Iteration 269Q (102292.510000 sec): 72 clusters
  Score: Raw -138101250.023530 + Penalty 162986.169066 = -137938263.854464
  nChanged 58
Iteration 270Q (102366.250000 sec): 72 clusters
  Score: Raw -138101250.915861 + Penalty 162986.169066 = -137938264.746794
  nChanged 51
Iteration 271Q (102449.650000 sec): 72 clusters
  Score: Raw -138101251.793727 + Penalty 162986.169066 = -137938265.624660
  nChanged 46
Iteration 272Q (102535.540000 sec): 72 clusters
  Score: Raw -138101252.689103 + Penalty 162986.169066 = -137938266.520036
  nChanged 46
Iteration 273Q (102618.840000 sec): 72 clusters
  Score: Raw -138101253.717026 + Penalty 162986.169066 = -137938267.547959
  nChanged 54
Iteration 274Q (102700.430000 sec): 72 clusters
  Score: Raw -138101254.758329 + Penalty 162986.169066 = -137938268.589263
  nChanged 54
Iteration 275Q (102780.830000 sec): 72 clusters
  Score: Raw -138101255.850027 + Penalty 162986.169066 = -137938269.680961
  nChanged 52
Iteration 276Q (102860.730000 sec): 72 clusters
  Score: Raw -138101256.977274 + Penalty 162986.169066 = -137938270.808208
  nChanged 56
Iteration 277Q (102944.270000 sec): 72 clusters
  Score: Raw -138101258.201921 + Penalty 162986.169066 = -137938272.032854
  nChanged 53
Iteration 278Q (103024.580000 sec): 72 clusters
  Score: Raw -138101259.246645 + Penalty 162986.169066 = -137938273.077578
  nChanged 61
Iteration 279Q (103114.090000 sec): 72 clusters
  Score: Raw -138101260.472467 + Penalty 162986.169066 = -137938274.303401
  nChanged 72
Iteration 280F (103264.380000 sec): 72 clusters
  Score: Raw -138101262.085756 + Penalty 162986.169066 = -137938275.916689
  nChanged 76
Iteration 281Q (103342.950000 sec): 72 clusters
  Score: Raw -138101263.581978 + Penalty 162986.169066 = -137938277.412911
  nChanged 73
Iteration 282Q (103415.040000 sec): 72 clusters
  Score: Raw -138101264.806694 + Penalty 162986.169066 = -137938278.637628
  nChanged 66
Iteration 283Q (103486.520000 sec): 72 clusters
  Score: Raw -138101266.002069 + Penalty 162986.169066 = -137938279.833003
  nChanged 58
Iteration 284Q (103567.330000 sec): 72 clusters
  Score: Raw -138101267.056772 + Penalty 162986.169066 = -137938280.887705
  nChanged 49
Iteration 285Q (103650.780000 sec): 72 clusters
  Score: Raw -138101267.911027 + Penalty 162986.169066 = -137938281.741961
  nChanged 54
Iteration 286Q (103730.700000 sec): 72 clusters
  Score: Raw -138101269.120504 + Penalty 162986.169066 = -137938282.951437
  nChanged 63
Iteration 287Q (103806.500000 sec): 72 clusters
  Score: Raw -138101270.372021 + Penalty 162986.169066 = -137938284.202955
  nChanged 49
Iteration 288Q (103880.190000 sec): 72 clusters
  Score: Raw -138101271.579350 + Penalty 162986.169066 = -137938285.410283
  nChanged 67
Iteration 289Q (103960.400000 sec): 72 clusters
  Score: Raw -138101273.018489 + Penalty 162986.169066 = -137938286.849423
  nChanged 60
Iteration 290Q (104040.850000 sec): 72 clusters
  Score: Raw -138101274.307369 + Penalty 162986.169066 = -137938288.138302
  nChanged 45
Iteration 291Q (104118.730000 sec): 72 clusters
  Score: Raw -138101275.066858 + Penalty 162986.169066 = -137938288.897792
  nChanged 46
Iteration 292Q (104192.780000 sec): 72 clusters
  Score: Raw -138101275.805986 + Penalty 162986.169066 = -137938289.636919
  nChanged 44
Iteration 293Q (104271.160000 sec): 72 clusters
  Score: Raw -138101276.533939 + Penalty 162986.169066 = -137938290.364873
  nChanged 50
Iteration 294Q (104353.100000 sec): 72 clusters
  Score: Raw -138101277.596785 + Penalty 162986.169066 = -137938291.427718
  nChanged 56
Iteration 295Q (104436.490000 sec): 72 clusters
  Score: Raw -138101278.482828 + Penalty 162986.169066 = -137938292.313762
  nChanged 54
Iteration 296Q (104518.130000 sec): 72 clusters
  Score: Raw -138101279.569509 + Penalty 162986.169066 = -137938293.400442
  nChanged 67
Iteration 297Q (104596.850000 sec): 72 clusters
  Score: Raw -138101280.980187 + Penalty 162986.169066 = -137938294.811120
  nChanged 62
Iteration 298Q (104675.530000 sec): 72 clusters
  Score: Raw -138101282.386104 + Penalty 162986.169066 = -137938296.217038
  nChanged 65
Writing temp clu file 
Because OldScore, -137938294.811120, is greater than current (better) Score,-137938296.217038 
 Compute initial score before splitting:   Score: Raw -138101282.386104 + Penalty 162986.169066 = -137938296.217038
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104676.080000 sec): 2 clusters
  Score: Raw -113045.878814 + Penalty 1146.908415 = -111898.970400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104676.280000 sec): 3 clusters
  Score: Raw -112654.840830 + Penalty 2293.816830 = -110361.024001
  nChanged 342
		SP:Iteration 1F (104676.540000 sec): 3 clusters
  Score: Raw -113005.177197 + Penalty 2293.816830 = -110711.360367
  nChanged 113
		SP:Iteration 2F (104676.720000 sec): 3 clusters
  Score: Raw -113207.464962 + Penalty 2293.816830 = -110913.648132
  nChanged 87
		SP:Iteration 3F (104676.860000 sec): 3 clusters
  Score: Raw -113336.644188 + Penalty 2293.816830 = -111042.827358
  nChanged 53
		SP:Iteration 4Q (104677.100000 sec): 3 clusters
  Score: Raw -113409.744717 + Penalty 2293.816830 = -111115.927887
  nChanged 34
		SP:Iteration 5Q (104677.250000 sec): 3 clusters
  Score: Raw -113448.899727 + Penalty 2293.816830 = -111155.082897
  nChanged 21
		SP:Iteration 6Q (104677.460000 sec): 3 clusters
  Score: Raw -113476.419486 + Penalty 2293.816830 = -111182.602656
  nChanged 23
		SP:Iteration 7Q (104677.680000 sec): 3 clusters
  Score: Raw -113507.663890 + Penalty 2293.816830 = -111213.847061
  nChanged 20
		SP:Iteration 8Q (104677.890000 sec): 3 clusters
  Score: Raw -113529.604821 + Penalty 2293.816830 = -111235.787992
  nChanged 17
		SP:Iteration 9Q (104678.070000 sec): 3 clusters
  Score: Raw -113554.718509 + Penalty 2293.816830 = -111260.901679
  nChanged 16
		SP:Iteration 10Q (104678.290000 sec): 3 clusters
  Score: Raw -113579.823341 + Penalty 2293.816830 = -111286.006511
  nChanged 17
		SP:Iteration 11Q (104678.450000 sec): 3 clusters
  Score: Raw -113598.088399 + Penalty 2293.816830 = -111304.271569
  nChanged 12
		SP:Iteration 12Q (104678.610000 sec): 3 clusters
  Score: Raw -113609.995616 + Penalty 2293.816830 = -111316.178787
  nChanged 7
		SP:Iteration 13Q (104678.830000 sec): 3 clusters
  Score: Raw -113617.660728 + Penalty 2293.816830 = -111323.843899
  nChanged 11
		SP:Iteration 14Q (104678.980000 sec): 3 clusters
  Score: Raw -113631.387278 + Penalty 2293.816830 = -111337.570448
  nChanged 4
		SP:Iteration 15Q (104679.180000 sec): 3 clusters
  Score: Raw -113636.430840 + Penalty 2293.816830 = -111342.614010
  nChanged 6
		SP:Iteration 16Q (104679.320000 sec): 3 clusters
  Score: Raw -113640.604051 + Penalty 2293.816830 = -111346.787221
  nChanged 2
		SP:Iteration 17Q (104679.550000 sec): 3 clusters
  Score: Raw -113642.455720 + Penalty 2293.816830 = -111348.638890
  nChanged 1
		SP:Iteration 18Q (104679.710000 sec): 3 clusters
  Score: Raw -113643.325591 + Penalty 2293.816830 = -111349.508762
  nChanged 0
		SP:Iteration 19F (104679.860000 sec): 3 clusters
  Score: Raw -113643.445860 + Penalty 2293.816830 = -111349.629030
  nChanged 1
		SP:Iteration 20F (104680.040000 sec): 3 clusters
  Score: Raw -113645.143638 + Penalty 2293.816830 = -111351.326808
  nChanged 1
		SP:Iteration 21Q (104680.250000 sec): 3 clusters
  Score: Raw -113646.057008 + Penalty 2293.816830 = -111352.240178
  nChanged 2
		SP:Iteration 22Q (104680.450000 sec): 3 clusters
  Score: Raw -113648.496749 + Penalty 2293.816830 = -111354.679919
  nChanged 3
		SP:Iteration 23Q (104680.660000 sec): 3 clusters
  Score: Raw -113657.777961 + Penalty 2293.816830 = -111363.961131
  nChanged 5
		SP:Iteration 24Q (104680.850000 sec): 3 clusters
  Score: Raw -113663.454958 + Penalty 2293.816830 = -111369.638129
  nChanged 5
		SP:Iteration 25Q (104681.070000 sec): 3 clusters
  Score: Raw -113667.682589 + Penalty 2293.816830 = -111373.865759
  nChanged 5
		SP:Iteration 26Q (104681.240000 sec): 3 clusters
  Score: Raw -113672.682687 + Penalty 2293.816830 = -111378.865857
  nChanged 8
		SP:Iteration 27Q (104681.390000 sec): 3 clusters
  Score: Raw -113681.115994 + Penalty 2293.816830 = -111387.299165
  nChanged 9
		SP:Iteration 28Q (104681.580000 sec): 3 clusters
  Score: Raw -113696.123650 + Penalty 2293.816830 = -111402.306820
  nChanged 10
		SP:Iteration 29Q (104681.820000 sec): 3 clusters
  Score: Raw -113712.228611 + Penalty 2293.816830 = -111418.411781
  nChanged 19
		SP:Iteration 30Q (104681.980000 sec): 3 clusters
  Score: Raw -113745.931391 + Penalty 2293.816830 = -111452.114562
  nChanged 17
		SP:Iteration 31Q (104682.190000 sec): 3 clusters
  Score: Raw -113775.287475 + Penalty 2293.816830 = -111481.470646
  nChanged 20
		SP:Iteration 32Q (104682.400000 sec): 3 clusters
  Score: Raw -113818.847027 + Penalty 2293.816830 = -111525.030198
  nChanged 16
		SP:Iteration 33Q (104682.600000 sec): 3 clusters
  Score: Raw -113844.673419 + Penalty 2293.816830 = -111550.856590
  nChanged 11
		SP:Iteration 34Q (104682.820000 sec): 3 clusters
  Score: Raw -113857.721728 + Penalty 2293.816830 = -111563.904898
  nChanged 6
		SP:Iteration 35Q (104682.990000 sec): 3 clusters
  Score: Raw -113864.158203 + Penalty 2293.816830 = -111570.341374
  nChanged 3
		SP:Iteration 36Q (104683.140000 sec): 3 clusters
  Score: Raw -113866.573165 + Penalty 2293.816830 = -111572.756336
  nChanged 2
		SP:Iteration 37Q (104683.330000 sec): 3 clusters
  Score: Raw -113868.510228 + Penalty 2293.816830 = -111574.693398
  nChanged 1
		SP:Iteration 38Q (104683.490000 sec): 3 clusters
  Score: Raw -113868.897982 + Penalty 2293.816830 = -111575.081153
  nChanged 1
		SP:Iteration 39Q (104683.620000 sec): 3 clusters
  Score: Raw -113869.293711 + Penalty 2293.816830 = -111575.476881
  nChanged 0
		SP:Iteration 40F (104683.800000 sec): 3 clusters
  Score: Raw -113869.293711 + Penalty 2293.816830 = -111575.476881
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104683.900000 sec): 2 clusters
  Score: Raw -194230.000243 + Penalty 1233.020298 = -192996.979945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104684.090000 sec): 3 clusters
  Score: Raw -193391.745077 + Penalty 2466.040596 = -190925.704480
  nChanged 703
		SP:Iteration 1F (104684.340000 sec): 3 clusters
  Score: Raw -193859.437013 + Penalty 2466.040596 = -191393.396417
  nChanged 156
		SP:Iteration 2F (104684.480000 sec): 3 clusters
  Score: Raw -193958.860062 + Penalty 2466.040596 = -191492.819466
  nChanged 100
		SP:Iteration 3F (104684.650000 sec): 3 clusters
  Score: Raw -194025.725759 + Penalty 2466.040596 = -191559.685162
  nChanged 74
		SP:Iteration 4Q (104684.870000 sec): 3 clusters
  Score: Raw -194078.901021 + Penalty 2466.040596 = -191612.860424
  nChanged 71
		SP:Iteration 5Q (104685.040000 sec): 3 clusters
  Score: Raw -194133.782078 + Penalty 2466.040596 = -191667.741482
  nChanged 61
		SP:Iteration 6Q (104685.190000 sec): 3 clusters
  Score: Raw -194173.719912 + Penalty 2466.040596 = -191707.679315
  nChanged 51
		SP:Iteration 7Q (104685.390000 sec): 3 clusters
  Score: Raw -194202.681229 + Penalty 2466.040596 = -191736.640633
  nChanged 36
		SP:Iteration 8Q (104685.540000 sec): 3 clusters
  Score: Raw -194230.085685 + Penalty 2466.040596 = -191764.045089
  nChanged 36
		SP:Iteration 9Q (104685.720000 sec): 3 clusters
  Score: Raw -194256.948962 + Penalty 2466.040596 = -191790.908366
  nChanged 43
		SP:Iteration 10Q (104685.900000 sec): 3 clusters
  Score: Raw -194283.280605 + Penalty 2466.040596 = -191817.240008
  nChanged 31
		SP:Iteration 11Q (104686.080000 sec): 3 clusters
  Score: Raw -194303.000019 + Penalty 2466.040596 = -191836.959422
  nChanged 28
		SP:Iteration 12Q (104686.250000 sec): 3 clusters
  Score: Raw -194318.277331 + Penalty 2466.040596 = -191852.236735
  nChanged 23
		SP:Iteration 13Q (104686.420000 sec): 3 clusters
  Score: Raw -194331.781800 + Penalty 2466.040596 = -191865.741203
  nChanged 15
		SP:Iteration 14Q (104686.570000 sec): 3 clusters
  Score: Raw -194341.510445 + Penalty 2466.040596 = -191875.469848
  nChanged 16
		SP:Iteration 15Q (104686.710000 sec): 3 clusters
  Score: Raw -194354.195219 + Penalty 2466.040596 = -191888.154623
  nChanged 18
		SP:Iteration 16Q (104686.910000 sec): 3 clusters
  Score: Raw -194365.809016 + Penalty 2466.040596 = -191899.768420
  nChanged 12
		SP:Iteration 17Q (104687.060000 sec): 3 clusters
  Score: Raw -194373.671902 + Penalty 2466.040596 = -191907.631306
  nChanged 13
		SP:Iteration 18Q (104687.240000 sec): 3 clusters
  Score: Raw -194382.480655 + Penalty 2466.040596 = -191916.440058
  nChanged 19
		SP:Iteration 19Q (104687.390000 sec): 3 clusters
  Score: Raw -194400.140698 + Penalty 2466.040596 = -191934.100102
  nChanged 32
		SP:Iteration 20F (104687.580000 sec): 3 clusters
  Score: Raw -194431.522780 + Penalty 2466.040596 = -191965.482183
  nChanged 27
		SP:Iteration 21Q (104687.790000 sec): 3 clusters
  Score: Raw -194470.933774 + Penalty 2466.040596 = -192004.893177
  nChanged 39
		SP:Iteration 22Q (104687.980000 sec): 3 clusters
  Score: Raw -194509.202573 + Penalty 2466.040596 = -192043.161977
  nChanged 35
		SP:Iteration 23Q (104688.190000 sec): 3 clusters
  Score: Raw -194547.173985 + Penalty 2466.040596 = -192081.133389
  nChanged 35
		SP:Iteration 24Q (104688.340000 sec): 3 clusters
  Score: Raw -194578.573692 + Penalty 2466.040596 = -192112.533095
  nChanged 28
		SP:Iteration 25Q (104688.580000 sec): 3 clusters
  Score: Raw -194602.716985 + Penalty 2466.040596 = -192136.676388
  nChanged 24
		SP:Iteration 26Q (104688.740000 sec): 3 clusters
  Score: Raw -194625.483243 + Penalty 2466.040596 = -192159.442647
  nChanged 16
		SP:Iteration 27Q (104688.930000 sec): 3 clusters
  Score: Raw -194639.719062 + Penalty 2466.040596 = -192173.678465
  nChanged 16
		SP:Iteration 28Q (104689.100000 sec): 3 clusters
  Score: Raw -194650.415726 + Penalty 2466.040596 = -192184.375130
  nChanged 15
		SP:Iteration 29Q (104689.300000 sec): 3 clusters
  Score: Raw -194662.354413 + Penalty 2466.040596 = -192196.313817
  nChanged 14
		SP:Iteration 30Q (104689.490000 sec): 3 clusters
  Score: Raw -194670.427397 + Penalty 2466.040596 = -192204.386800
  nChanged 11
		SP:Iteration 31Q (104689.660000 sec): 3 clusters
  Score: Raw -194677.270527 + Penalty 2466.040596 = -192211.229930
  nChanged 6
		SP:Iteration 32Q (104689.800000 sec): 3 clusters
  Score: Raw -194679.670471 + Penalty 2466.040596 = -192213.629874
  nChanged 3
		SP:Iteration 33Q (104689.980000 sec): 3 clusters
  Score: Raw -194681.347680 + Penalty 2466.040596 = -192215.307084
  nChanged 1
		SP:Iteration 34Q (104690.100000 sec): 3 clusters
  Score: Raw -194681.676284 + Penalty 2466.040596 = -192215.635688
  nChanged 0
		SP:Iteration 35F (104690.280000 sec): 3 clusters
  Score: Raw -194681.676284 + Penalty 2466.040596 = -192215.635688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104690.390000 sec): 2 clusters
  Score: Raw -389878.493189 + Penalty 1351.716328 = -388526.776861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104690.620000 sec): 3 clusters
  Score: Raw -387826.959786 + Penalty 2703.432657 = -385123.527129
  nChanged 1627
		SP:Iteration 1F (104690.760000 sec): 3 clusters
  Score: Raw -388871.562640 + Penalty 2703.432657 = -386168.129983
  nChanged 368
		SP:Iteration 2F (104690.940000 sec): 3 clusters
  Score: Raw -389170.454169 + Penalty 2703.432657 = -386467.021512
  nChanged 295
		SP:Iteration 3F (104691.120000 sec): 3 clusters
  Score: Raw -389398.963193 + Penalty 2703.432657 = -386695.530537
  nChanged 246
		SP:Iteration 4F (104691.330000 sec): 3 clusters
  Score: Raw -389557.010625 + Penalty 2703.432657 = -386853.577968
  nChanged 197
		SP:Iteration 5Q (104691.510000 sec): 3 clusters
  Score: Raw -389685.556135 + Penalty 2703.432657 = -386982.123479
  nChanged 148
		SP:Iteration 6Q (104691.700000 sec): 3 clusters
  Score: Raw -389786.229007 + Penalty 2703.432657 = -387082.796350
  nChanged 131
		SP:Iteration 7Q (104691.900000 sec): 3 clusters
  Score: Raw -389864.928837 + Penalty 2703.432657 = -387161.496180
  nChanged 98
		SP:Iteration 8Q (104692.100000 sec): 3 clusters
  Score: Raw -389932.906997 + Penalty 2703.432657 = -387229.474341
  nChanged 116
		SP:Iteration 9Q (104692.280000 sec): 3 clusters
  Score: Raw -390008.763688 + Penalty 2703.432657 = -387305.331031
  nChanged 110
		SP:Iteration 10Q (104692.450000 sec): 3 clusters
  Score: Raw -390090.990012 + Penalty 2703.432657 = -387387.557355
  nChanged 108
		SP:Iteration 11Q (104692.680000 sec): 3 clusters
  Score: Raw -390158.712701 + Penalty 2703.432657 = -387455.280044
  nChanged 95
		SP:Iteration 12Q (104692.910000 sec): 3 clusters
  Score: Raw -390223.160887 + Penalty 2703.432657 = -387519.728230
  nChanged 98
		SP:Iteration 13Q (104693.060000 sec): 3 clusters
  Score: Raw -390294.889964 + Penalty 2703.432657 = -387591.457307
  nChanged 102
		SP:Iteration 14Q (104693.260000 sec): 3 clusters
  Score: Raw -390373.646358 + Penalty 2703.432657 = -387670.213701
  nChanged 108
		SP:Iteration 15Q (104693.480000 sec): 3 clusters
  Score: Raw -390476.179217 + Penalty 2703.432657 = -387772.746560
  nChanged 100
		SP:Iteration 16Q (104693.650000 sec): 3 clusters
  Score: Raw -390596.248176 + Penalty 2703.432657 = -387892.815519
  nChanged 114
		SP:Iteration 17Q (104693.860000 sec): 3 clusters
  Score: Raw -390712.421787 + Penalty 2703.432657 = -388008.989131
  nChanged 88
		SP:Iteration 18Q (104694.040000 sec): 3 clusters
  Score: Raw -390781.160785 + Penalty 2703.432657 = -388077.728128
  nChanged 78
		SP:Iteration 19Q (104694.240000 sec): 3 clusters
  Score: Raw -390833.107462 + Penalty 2703.432657 = -388129.674805
  nChanged 68
		SP:Iteration 20F (104694.390000 sec): 3 clusters
  Score: Raw -390871.709251 + Penalty 2703.432657 = -388168.276594
  nChanged 51
		SP:Iteration 21Q (104694.620000 sec): 3 clusters
  Score: Raw -390895.396730 + Penalty 2703.432657 = -388191.964073
  nChanged 33
		SP:Iteration 22Q (104694.820000 sec): 3 clusters
  Score: Raw -390908.046465 + Penalty 2703.432657 = -388204.613809
  nChanged 28
		SP:Iteration 23Q (104695.070000 sec): 3 clusters
  Score: Raw -390919.398531 + Penalty 2703.432657 = -388215.965874
  nChanged 25
		SP:Iteration 24Q (104695.300000 sec): 3 clusters
  Score: Raw -390927.368761 + Penalty 2703.432657 = -388223.936104
  nChanged 22
		SP:Iteration 25Q (104695.540000 sec): 3 clusters
  Score: Raw -390933.542154 + Penalty 2703.432657 = -388230.109498
  nChanged 15
		SP:Iteration 26Q (104695.760000 sec): 3 clusters
  Score: Raw -390936.812267 + Penalty 2703.432657 = -388233.379610
  nChanged 8
		SP:Iteration 27Q (104695.990000 sec): 3 clusters
  Score: Raw -390940.012501 + Penalty 2703.432657 = -388236.579844
  nChanged 11
		SP:Iteration 28Q (104696.190000 sec): 3 clusters
  Score: Raw -390942.649211 + Penalty 2703.432657 = -388239.216554
  nChanged 10
		SP:Iteration 29Q (104696.410000 sec): 3 clusters
  Score: Raw -390945.240092 + Penalty 2703.432657 = -388241.807436
  nChanged 9
		SP:Iteration 30Q (104696.590000 sec): 3 clusters
  Score: Raw -390947.134314 + Penalty 2703.432657 = -388243.701657
  nChanged 10
		SP:Iteration 31Q (104696.800000 sec): 3 clusters
  Score: Raw -390949.175833 + Penalty 2703.432657 = -388245.743176
  nChanged 6
		SP:Iteration 32Q (104696.990000 sec): 3 clusters
  Score: Raw -390950.748536 + Penalty 2703.432657 = -388247.315879
  nChanged 4
		SP:Iteration 33Q (104697.180000 sec): 3 clusters
  Score: Raw -390951.220087 + Penalty 2703.432657 = -388247.787430
  nChanged 2
		SP:Iteration 34Q (104697.370000 sec): 3 clusters
  Score: Raw -390951.569454 + Penalty 2703.432657 = -388248.136798
  nChanged 3
		SP:Iteration 35Q (104697.620000 sec): 3 clusters
  Score: Raw -390952.002851 + Penalty 2703.432657 = -388248.570195
  nChanged 1
		SP:Iteration 36Q (104697.850000 sec): 3 clusters
  Score: Raw -390952.380527 + Penalty 2703.432657 = -388248.947870
  nChanged 0
		SP:Iteration 37F (104698.040000 sec): 3 clusters
  Score: Raw -390952.380527 + Penalty 2703.432657 = -388248.947870
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104698.200000 sec): 2 clusters
  Score: Raw -1038707.435445 + Penalty 1501.672826 = -1037205.762619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104698.430000 sec): 3 clusters
  Score: Raw -1032876.131370 + Penalty 3003.345652 = -1029872.785718
  nChanged 4401
		SP:Iteration 1F (104698.720000 sec): 3 clusters
  Score: Raw -1035304.357023 + Penalty 3003.345652 = -1032301.011371
  nChanged 697
		SP:Iteration 2F (104698.930000 sec): 3 clusters
  Score: Raw -1035701.972638 + Penalty 3003.345652 = -1032698.626986
  nChanged 624
		SP:Iteration 3F (104699.170000 sec): 3 clusters
  Score: Raw -1036043.576229 + Penalty 3003.345652 = -1033040.230577
  nChanged 533
		SP:Iteration 4F (104699.370000 sec): 3 clusters
  Score: Raw -1036383.495566 + Penalty 3003.345652 = -1033380.149914
  nChanged 542
		SP:Iteration 5F (104699.630000 sec): 3 clusters
  Score: Raw -1036745.447130 + Penalty 3003.345652 = -1033742.101478
  nChanged 528
		SP:Iteration 6F (104699.870000 sec): 3 clusters
  Score: Raw -1037106.876598 + Penalty 3003.345652 = -1034103.530946
  nChanged 516
		SP:Iteration 7F (104700.090000 sec): 3 clusters
  Score: Raw -1037443.682939 + Penalty 3003.345652 = -1034440.337287
  nChanged 452
		SP:Iteration 8Q (104700.370000 sec): 3 clusters
  Score: Raw -1037700.082875 + Penalty 3003.345652 = -1034696.737223
  nChanged 370
		SP:Iteration 9Q (104700.590000 sec): 3 clusters
  Score: Raw -1037881.843366 + Penalty 3003.345652 = -1034878.497714
  nChanged 306
		SP:Iteration 10Q (104700.780000 sec): 3 clusters
  Score: Raw -1038001.429959 + Penalty 3003.345652 = -1034998.084307
  nChanged 202
		SP:Iteration 11Q (104701.000000 sec): 3 clusters
  Score: Raw -1038054.818411 + Penalty 3003.345652 = -1035051.472759
  nChanged 145
		SP:Iteration 12Q (104701.230000 sec): 3 clusters
  Score: Raw -1038085.413862 + Penalty 3003.345652 = -1035082.068210
  nChanged 103
		SP:Iteration 13Q (104701.450000 sec): 3 clusters
  Score: Raw -1038112.298727 + Penalty 3003.345652 = -1035108.953075
  nChanged 88
		SP:Iteration 14Q (104701.670000 sec): 3 clusters
  Score: Raw -1038135.850262 + Penalty 3003.345652 = -1035132.504610
  nChanged 79
		SP:Iteration 15Q (104701.920000 sec): 3 clusters
  Score: Raw -1038153.100652 + Penalty 3003.345652 = -1035149.755000
  nChanged 88
		SP:Iteration 16Q (104702.120000 sec): 3 clusters
  Score: Raw -1038169.867629 + Penalty 3003.345652 = -1035166.521977
  nChanged 53
		SP:Iteration 17Q (104702.360000 sec): 3 clusters
  Score: Raw -1038180.126792 + Penalty 3003.345652 = -1035176.781140
  nChanged 54
		SP:Iteration 18Q (104702.570000 sec): 3 clusters
  Score: Raw -1038190.448212 + Penalty 3003.345652 = -1035187.102560
  nChanged 42
		SP:Iteration 19Q (104702.810000 sec): 3 clusters
  Score: Raw -1038198.156255 + Penalty 3003.345652 = -1035194.810603
  nChanged 42
		SP:Iteration 20F (104703.040000 sec): 3 clusters
  Score: Raw -1038204.898281 + Penalty 3003.345652 = -1035201.552629
  nChanged 38
		SP:Iteration 21Q (104703.260000 sec): 3 clusters
  Score: Raw -1038211.000363 + Penalty 3003.345652 = -1035207.654711
  nChanged 34
		SP:Iteration 22Q (104703.500000 sec): 3 clusters
  Score: Raw -1038215.664805 + Penalty 3003.345652 = -1035212.319153
  nChanged 30
		SP:Iteration 23Q (104703.730000 sec): 3 clusters
  Score: Raw -1038220.027798 + Penalty 3003.345652 = -1035216.682146
  nChanged 35
		SP:Iteration 24Q (104703.970000 sec): 3 clusters
  Score: Raw -1038225.768333 + Penalty 3003.345652 = -1035222.422681
  nChanged 34
		SP:Iteration 25Q (104704.210000 sec): 3 clusters
  Score: Raw -1038231.173024 + Penalty 3003.345652 = -1035227.827372
  nChanged 32
		SP:Iteration 26Q (104704.430000 sec): 3 clusters
  Score: Raw -1038235.533189 + Penalty 3003.345652 = -1035232.187537
  nChanged 23
		SP:Iteration 27Q (104704.680000 sec): 3 clusters
  Score: Raw -1038238.443025 + Penalty 3003.345652 = -1035235.097373
  nChanged 24
		SP:Iteration 28Q (104704.880000 sec): 3 clusters
  Score: Raw -1038241.004471 + Penalty 3003.345652 = -1035237.658819
  nChanged 18
		SP:Iteration 29Q (104705.150000 sec): 3 clusters
  Score: Raw -1038243.019243 + Penalty 3003.345652 = -1035239.673591
  nChanged 19
		SP:Iteration 30Q (104705.410000 sec): 3 clusters
  Score: Raw -1038246.428945 + Penalty 3003.345652 = -1035243.083293
  nChanged 26
		SP:Iteration 31Q (104705.620000 sec): 3 clusters
  Score: Raw -1038249.673591 + Penalty 3003.345652 = -1035246.327939
  nChanged 20
		SP:Iteration 32Q (104705.910000 sec): 3 clusters
  Score: Raw -1038251.877480 + Penalty 3003.345652 = -1035248.531828
  nChanged 15
		SP:Iteration 33Q (104706.170000 sec): 3 clusters
  Score: Raw -1038254.092765 + Penalty 3003.345652 = -1035250.747113
  nChanged 22
		SP:Iteration 34Q (104706.400000 sec): 3 clusters
  Score: Raw -1038257.448372 + Penalty 3003.345652 = -1035254.102720
  nChanged 25
		SP:Iteration 35Q (104706.650000 sec): 3 clusters
  Score: Raw -1038261.436297 + Penalty 3003.345652 = -1035258.090645
  nChanged 30
		SP:Iteration 36Q (104706.870000 sec): 3 clusters
  Score: Raw -1038266.429753 + Penalty 3003.345652 = -1035263.084101
  nChanged 40
		SP:Iteration 37Q (104707.100000 sec): 3 clusters
  Score: Raw -1038274.133916 + Penalty 3003.345652 = -1035270.788264
  nChanged 39
		SP:Iteration 38Q (104707.310000 sec): 3 clusters
  Score: Raw -1038281.954385 + Penalty 3003.345652 = -1035278.608733
  nChanged 39
		SP:Iteration 39Q (104707.590000 sec): 3 clusters
  Score: Raw -1038287.177388 + Penalty 3003.345652 = -1035283.831736
  nChanged 25
		SP:Iteration 40F (104707.870000 sec): 3 clusters
  Score: Raw -1038290.824036 + Penalty 3003.345652 = -1035287.478384
  nChanged 26
		SP:Iteration 41Q (104708.110000 sec): 3 clusters
  Score: Raw -1038295.113800 + Penalty 3003.345652 = -1035291.768148
  nChanged 32
		SP:Iteration 42Q (104708.350000 sec): 3 clusters
  Score: Raw -1038300.259619 + Penalty 3003.345652 = -1035296.913967
  nChanged 29
		SP:Iteration 43Q (104708.630000 sec): 3 clusters
  Score: Raw -1038306.365689 + Penalty 3003.345652 = -1035303.020037
  nChanged 32
		SP:Iteration 44Q (104708.870000 sec): 3 clusters
  Score: Raw -1038312.685520 + Penalty 3003.345652 = -1035309.339868
  nChanged 35
		SP:Iteration 45Q (104709.160000 sec): 3 clusters
  Score: Raw -1038319.184812 + Penalty 3003.345652 = -1035315.839160
  nChanged 38
		SP:Iteration 46Q (104709.460000 sec): 3 clusters
  Score: Raw -1038325.839623 + Penalty 3003.345652 = -1035322.493971
  nChanged 29
		SP:Iteration 47Q (104709.690000 sec): 3 clusters
  Score: Raw -1038330.999319 + Penalty 3003.345652 = -1035327.653667
  nChanged 24
		SP:Iteration 48Q (104709.950000 sec): 3 clusters
  Score: Raw -1038335.100515 + Penalty 3003.345652 = -1035331.754863
  nChanged 21
		SP:Iteration 49Q (104710.190000 sec): 3 clusters
  Score: Raw -1038338.809421 + Penalty 3003.345652 = -1035335.463769
  nChanged 17
		SP:Iteration 50Q (104710.450000 sec): 3 clusters
  Score: Raw -1038342.177241 + Penalty 3003.345652 = -1035338.831589
  nChanged 20
		SP:Iteration 51Q (104710.730000 sec): 3 clusters
  Score: Raw -1038345.388515 + Penalty 3003.345652 = -1035342.042863
  nChanged 16
		SP:Iteration 52Q (104710.970000 sec): 3 clusters
  Score: Raw -1038348.062848 + Penalty 3003.345652 = -1035344.717196
  nChanged 24
		SP:Iteration 53Q (104711.170000 sec): 3 clusters
  Score: Raw -1038351.703845 + Penalty 3003.345652 = -1035348.358193
  nChanged 29
		SP:Iteration 54Q (104711.390000 sec): 3 clusters
  Score: Raw -1038357.298343 + Penalty 3003.345652 = -1035353.952691
  nChanged 40
		SP:Iteration 55Q (104711.660000 sec): 3 clusters
  Score: Raw -1038365.480219 + Penalty 3003.345652 = -1035362.134567
  nChanged 35
		SP:Iteration 56Q (104711.860000 sec): 3 clusters
  Score: Raw -1038372.614626 + Penalty 3003.345652 = -1035369.268974
  nChanged 34
		SP:Iteration 57Q (104712.070000 sec): 3 clusters
  Score: Raw -1038379.134559 + Penalty 3003.345652 = -1035375.788907
  nChanged 30
		SP:Iteration 58Q (104712.290000 sec): 3 clusters
  Score: Raw -1038385.762997 + Penalty 3003.345652 = -1035382.417345
  nChanged 29
		SP:Iteration 59Q (104712.530000 sec): 3 clusters
  Score: Raw -1038393.647944 + Penalty 3003.345652 = -1035390.302292
  nChanged 33
		SP:Iteration 60F (104712.770000 sec): 3 clusters
  Score: Raw -1038401.132415 + Penalty 3003.345652 = -1035397.786763
  nChanged 30
		SP:Iteration 61Q (104712.980000 sec): 3 clusters
  Score: Raw -1038407.561440 + Penalty 3003.345652 = -1035404.215788
  nChanged 17
		SP:Iteration 62Q (104713.230000 sec): 3 clusters
  Score: Raw -1038411.384527 + Penalty 3003.345652 = -1035408.038875
  nChanged 20
		SP:Iteration 63Q (104713.440000 sec): 3 clusters
  Score: Raw -1038416.279583 + Penalty 3003.345652 = -1035412.933931
  nChanged 29
		SP:Iteration 64Q (104713.650000 sec): 3 clusters
  Score: Raw -1038421.848276 + Penalty 3003.345652 = -1035418.502624
  nChanged 23
		SP:Iteration 65Q (104713.850000 sec): 3 clusters
  Score: Raw -1038425.615206 + Penalty 3003.345652 = -1035422.269554
  nChanged 18
		SP:Iteration 66Q (104714.120000 sec): 3 clusters
  Score: Raw -1038428.358979 + Penalty 3003.345652 = -1035425.013327
  nChanged 23
		SP:Iteration 67Q (104714.330000 sec): 3 clusters
  Score: Raw -1038432.716266 + Penalty 3003.345652 = -1035429.370614
  nChanged 25
		SP:Iteration 68Q (104714.490000 sec): 3 clusters
  Score: Raw -1038439.387213 + Penalty 3003.345652 = -1035436.041561
  nChanged 26
		SP:Iteration 69Q (104714.770000 sec): 3 clusters
  Score: Raw -1038445.776930 + Penalty 3003.345652 = -1035442.431278
  nChanged 29
		SP:Iteration 70Q (104714.980000 sec): 3 clusters
  Score: Raw -1038452.021137 + Penalty 3003.345652 = -1035448.675485
  nChanged 25
		SP:Iteration 71Q (104715.240000 sec): 3 clusters
  Score: Raw -1038457.047172 + Penalty 3003.345652 = -1035453.701520
  nChanged 24
		SP:Iteration 72Q (104715.420000 sec): 3 clusters
  Score: Raw -1038462.550606 + Penalty 3003.345652 = -1035459.204954
  nChanged 27
		SP:Iteration 73Q (104715.650000 sec): 3 clusters
  Score: Raw -1038469.425080 + Penalty 3003.345652 = -1035466.079428
  nChanged 29
		SP:Iteration 74Q (104715.910000 sec): 3 clusters
  Score: Raw -1038475.954437 + Penalty 3003.345652 = -1035472.608785
  nChanged 28
		SP:Iteration 75Q (104716.110000 sec): 3 clusters
  Score: Raw -1038482.387300 + Penalty 3003.345652 = -1035479.041648
  nChanged 24
		SP:Iteration 76Q (104716.360000 sec): 3 clusters
  Score: Raw -1038487.449631 + Penalty 3003.345652 = -1035484.103979
  nChanged 32
		SP:Iteration 77Q (104716.600000 sec): 3 clusters
  Score: Raw -1038495.702315 + Penalty 3003.345652 = -1035492.356663
  nChanged 41
		SP:Iteration 78Q (104716.830000 sec): 3 clusters
  Score: Raw -1038507.019540 + Penalty 3003.345652 = -1035503.673888
  nChanged 35
		SP:Iteration 79Q (104717.120000 sec): 3 clusters
  Score: Raw -1038516.889903 + Penalty 3003.345652 = -1035513.544251
  nChanged 42
		SP:Iteration 80F (104717.310000 sec): 3 clusters
  Score: Raw -1038531.363127 + Penalty 3003.345652 = -1035528.017475
  nChanged 51
		SP:Iteration 81Q (104717.570000 sec): 3 clusters
  Score: Raw -1038548.278473 + Penalty 3003.345652 = -1035544.932821
  nChanged 42
		SP:Iteration 82Q (104717.750000 sec): 3 clusters
  Score: Raw -1038561.860173 + Penalty 3003.345652 = -1035558.514521
  nChanged 41
		SP:Iteration 83Q (104718.050000 sec): 3 clusters
  Score: Raw -1038574.873684 + Penalty 3003.345652 = -1035571.528032
  nChanged 37
		SP:Iteration 84Q (104718.320000 sec): 3 clusters
  Score: Raw -1038586.072909 + Penalty 3003.345652 = -1035582.727257
  nChanged 37
		SP:Iteration 85Q (104718.540000 sec): 3 clusters
  Score: Raw -1038595.706043 + Penalty 3003.345652 = -1035592.360391
  nChanged 27
		SP:Iteration 86Q (104718.790000 sec): 3 clusters
  Score: Raw -1038602.486580 + Penalty 3003.345652 = -1035599.140928
  nChanged 26
		SP:Iteration 87Q (104719.010000 sec): 3 clusters
  Score: Raw -1038610.195769 + Penalty 3003.345652 = -1035606.850117
  nChanged 26
		SP:Iteration 88Q (104719.250000 sec): 3 clusters
  Score: Raw -1038617.158781 + Penalty 3003.345652 = -1035613.813129
  nChanged 25
		SP:Iteration 89Q (104719.480000 sec): 3 clusters
  Score: Raw -1038623.757534 + Penalty 3003.345652 = -1035620.411882
  nChanged 21
		SP:Iteration 90Q (104719.730000 sec): 3 clusters
  Score: Raw -1038629.860559 + Penalty 3003.345652 = -1035626.514907
  nChanged 24
		SP:Iteration 91Q (104719.970000 sec): 3 clusters
  Score: Raw -1038638.153234 + Penalty 3003.345652 = -1035634.807582
  nChanged 28
		SP:Iteration 92Q (104720.250000 sec): 3 clusters
  Score: Raw -1038648.714366 + Penalty 3003.345652 = -1035645.368714
  nChanged 32
		SP:Iteration 93Q (104720.480000 sec): 3 clusters
  Score: Raw -1038658.850756 + Penalty 3003.345652 = -1035655.505104
  nChanged 32
		SP:Iteration 94Q (104720.680000 sec): 3 clusters
  Score: Raw -1038668.498740 + Penalty 3003.345652 = -1035665.153088
  nChanged 31
		SP:Iteration 95Q (104720.920000 sec): 3 clusters
  Score: Raw -1038680.281688 + Penalty 3003.345652 = -1035676.936036
  nChanged 34
		SP:Iteration 96Q (104721.160000 sec): 3 clusters
  Score: Raw -1038693.990592 + Penalty 3003.345652 = -1035690.644940
  nChanged 40
		SP:Iteration 97Q (104721.360000 sec): 3 clusters
  Score: Raw -1038707.912611 + Penalty 3003.345652 = -1035704.566959
  nChanged 35
		SP:Iteration 98Q (104721.580000 sec): 3 clusters
  Score: Raw -1038723.225303 + Penalty 3003.345652 = -1035719.879651
  nChanged 40
		SP:Iteration 99Q (104721.830000 sec): 3 clusters
  Score: Raw -1038743.278592 + Penalty 3003.345652 = -1035739.932940
  nChanged 50
		SP:Iteration 100F (104722.050000 sec): 3 clusters
  Score: Raw -1038767.962949 + Penalty 3003.345652 = -1035764.617297
  nChanged 49
		SP:Iteration 101Q (104722.280000 sec): 3 clusters
  Score: Raw -1038787.412169 + Penalty 3003.345652 = -1035784.066517
  nChanged 33
		SP:Iteration 102Q (104722.500000 sec): 3 clusters
  Score: Raw -1038803.903387 + Penalty 3003.345652 = -1035800.557735
  nChanged 38
		SP:Iteration 103Q (104722.760000 sec): 3 clusters
  Score: Raw -1038820.063862 + Penalty 3003.345652 = -1035816.718210
  nChanged 26
		SP:Iteration 104Q (104722.960000 sec): 3 clusters
  Score: Raw -1038830.684349 + Penalty 3003.345652 = -1035827.338697
  nChanged 26
		SP:Iteration 105Q (104723.210000 sec): 3 clusters
  Score: Raw -1038840.537369 + Penalty 3003.345652 = -1035837.191717
  nChanged 18
		SP:Iteration 106Q (104723.410000 sec): 3 clusters
  Score: Raw -1038848.151448 + Penalty 3003.345652 = -1035844.805796
  nChanged 21
		SP:Iteration 107Q (104723.680000 sec): 3 clusters
  Score: Raw -1038858.219465 + Penalty 3003.345652 = -1035854.873813
  nChanged 24
		SP:Iteration 108Q (104723.910000 sec): 3 clusters
  Score: Raw -1038867.839155 + Penalty 3003.345652 = -1035864.493503
  nChanged 17
		SP:Iteration 109Q (104724.120000 sec): 3 clusters
  Score: Raw -1038874.793200 + Penalty 3003.345652 = -1035871.447548
  nChanged 16
		SP:Iteration 110Q (104724.350000 sec): 3 clusters
  Score: Raw -1038880.952261 + Penalty 3003.345652 = -1035877.606609
  nChanged 21
		SP:Iteration 111Q (104724.560000 sec): 3 clusters
  Score: Raw -1038888.847526 + Penalty 3003.345652 = -1035885.501874
  nChanged 26
		SP:Iteration 112Q (104724.830000 sec): 3 clusters
  Score: Raw -1038899.257727 + Penalty 3003.345652 = -1035895.912075
  nChanged 17
		SP:Iteration 113Q (104725.040000 sec): 3 clusters
  Score: Raw -1038906.168538 + Penalty 3003.345652 = -1035902.822886
  nChanged 17
		SP:Iteration 114Q (104725.270000 sec): 3 clusters
  Score: Raw -1038911.835944 + Penalty 3003.345652 = -1035908.490292
  nChanged 15
		SP:Iteration 115Q (104725.520000 sec): 3 clusters
  Score: Raw -1038917.975807 + Penalty 3003.345652 = -1035914.630155
  nChanged 15
		SP:Iteration 116Q (104725.770000 sec): 3 clusters
  Score: Raw -1038924.883430 + Penalty 3003.345652 = -1035921.537778
  nChanged 15
		SP:Iteration 117Q (104725.980000 sec): 3 clusters
  Score: Raw -1038931.958387 + Penalty 3003.345652 = -1035928.612735
  nChanged 18
		SP:Iteration 118Q (104726.230000 sec): 3 clusters
  Score: Raw -1038940.351664 + Penalty 3003.345652 = -1035937.006012
  nChanged 13
		SP:Iteration 119Q (104726.440000 sec): 3 clusters
  Score: Raw -1038947.743277 + Penalty 3003.345652 = -1035944.397625
  nChanged 17
		SP:Iteration 120F (104726.690000 sec): 3 clusters
  Score: Raw -1038956.845701 + Penalty 3003.345652 = -1035953.500049
  nChanged 11
		SP:Iteration 121Q (104726.900000 sec): 3 clusters
  Score: Raw -1038961.740658 + Penalty 3003.345652 = -1035958.395006
  nChanged 14
		SP:Iteration 122Q (104727.120000 sec): 3 clusters
  Score: Raw -1038967.820849 + Penalty 3003.345652 = -1035964.475197
  nChanged 9
		SP:Iteration 123Q (104727.360000 sec): 3 clusters
  Score: Raw -1038972.649692 + Penalty 3003.345652 = -1035969.304040
  nChanged 13
		SP:Iteration 124Q (104727.610000 sec): 3 clusters
  Score: Raw -1038979.734208 + Penalty 3003.345652 = -1035976.388556
  nChanged 12
		SP:Iteration 125Q (104727.850000 sec): 3 clusters
  Score: Raw -1038986.158944 + Penalty 3003.345652 = -1035982.813292
  nChanged 11
		SP:Iteration 126Q (104728.070000 sec): 3 clusters
  Score: Raw -1038991.747495 + Penalty 3003.345652 = -1035988.401843
  nChanged 11
		SP:Iteration 127Q (104728.300000 sec): 3 clusters
  Score: Raw -1038997.305947 + Penalty 3003.345652 = -1035993.960295
  nChanged 11
		SP:Iteration 128Q (104728.520000 sec): 3 clusters
  Score: Raw -1039004.505345 + Penalty 3003.345652 = -1036001.159693
  nChanged 7
		SP:Iteration 129Q (104728.760000 sec): 3 clusters
  Score: Raw -1039007.872017 + Penalty 3003.345652 = -1036004.526365
  nChanged 7
		SP:Iteration 130Q (104729.000000 sec): 3 clusters
  Score: Raw -1039011.429171 + Penalty 3003.345652 = -1036008.083519
  nChanged 8
		SP:Iteration 131Q (104729.250000 sec): 3 clusters
  Score: Raw -1039015.453372 + Penalty 3003.345652 = -1036012.107720
  nChanged 12
		SP:Iteration 132Q (104729.480000 sec): 3 clusters
  Score: Raw -1039021.665311 + Penalty 3003.345652 = -1036018.319659
  nChanged 7
		SP:Iteration 133Q (104729.720000 sec): 3 clusters
  Score: Raw -1039024.908353 + Penalty 3003.345652 = -1036021.562701
  nChanged 6
		SP:Iteration 134Q (104729.950000 sec): 3 clusters
  Score: Raw -1039029.076460 + Penalty 3003.345652 = -1036025.730808
  nChanged 11
		SP:Iteration 135Q (104730.230000 sec): 3 clusters
  Score: Raw -1039032.477250 + Penalty 3003.345652 = -1036029.131598
  nChanged 7
		SP:Iteration 136Q (104730.450000 sec): 3 clusters
  Score: Raw -1039036.450517 + Penalty 3003.345652 = -1036033.104865
  nChanged 9
		SP:Iteration 137Q (104730.700000 sec): 3 clusters
  Score: Raw -1039040.243955 + Penalty 3003.345652 = -1036036.898303
  nChanged 4
		SP:Iteration 138Q (104730.920000 sec): 3 clusters
  Score: Raw -1039041.621576 + Penalty 3003.345652 = -1036038.275924
  nChanged 2
		SP:Iteration 139Q (104731.130000 sec): 3 clusters
  Score: Raw -1039042.586733 + Penalty 3003.345652 = -1036039.241081
  nChanged 1
		SP:Iteration 140F (104731.380000 sec): 3 clusters
  Score: Raw -1039043.294229 + Penalty 3003.345652 = -1036039.948577
  nChanged 1
		SP:Iteration 141Q (104731.630000 sec): 3 clusters
  Score: Raw -1039043.588038 + Penalty 3003.345652 = -1036040.242386
  nChanged 0
		SP:Iteration 142F (104731.880000 sec): 3 clusters
  Score: Raw -1039043.588038 + Penalty 3003.345652 = -1036040.242386
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104732.000000 sec): 2 clusters
  Score: Raw -533513.109266 + Penalty 1391.134425 = -532121.974842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104732.200000 sec): 3 clusters
  Score: Raw -530817.155755 + Penalty 2782.268849 = -528034.886906
  nChanged 2085
		SP:Iteration 1F (104732.400000 sec): 3 clusters
  Score: Raw -531930.834251 + Penalty 2782.268849 = -529148.565402
  nChanged 355
		SP:Iteration 2F (104732.570000 sec): 3 clusters
  Score: Raw -532117.697419 + Penalty 2782.268849 = -529335.428569
  nChanged 243
		SP:Iteration 3Q (104732.760000 sec): 3 clusters
  Score: Raw -532228.847375 + Penalty 2782.268849 = -529446.578526
  nChanged 200
		SP:Iteration 4Q (104732.960000 sec): 3 clusters
  Score: Raw -532311.172023 + Penalty 2782.268849 = -529528.903174
  nChanged 169
		SP:Iteration 5Q (104733.150000 sec): 3 clusters
  Score: Raw -532386.125840 + Penalty 2782.268849 = -529603.856990
  nChanged 149
		SP:Iteration 6Q (104733.350000 sec): 3 clusters
  Score: Raw -532447.315008 + Penalty 2782.268849 = -529665.046158
  nChanged 140
		SP:Iteration 7Q (104733.540000 sec): 3 clusters
  Score: Raw -532505.488255 + Penalty 2782.268849 = -529723.219406
  nChanged 127
		SP:Iteration 8Q (104733.740000 sec): 3 clusters
  Score: Raw -532554.563496 + Penalty 2782.268849 = -529772.294647
  nChanged 102
		SP:Iteration 9Q (104733.920000 sec): 3 clusters
  Score: Raw -532599.844442 + Penalty 2782.268849 = -529817.575593
  nChanged 117
		SP:Iteration 10Q (104734.100000 sec): 3 clusters
  Score: Raw -532653.594170 + Penalty 2782.268849 = -529871.325321
  nChanged 112
		SP:Iteration 11Q (104734.290000 sec): 3 clusters
  Score: Raw -532704.370253 + Penalty 2782.268849 = -529922.101404
  nChanged 107
		SP:Iteration 12Q (104734.500000 sec): 3 clusters
  Score: Raw -532750.219003 + Penalty 2782.268849 = -529967.950153
  nChanged 101
		SP:Iteration 13Q (104734.700000 sec): 3 clusters
  Score: Raw -532792.882679 + Penalty 2782.268849 = -530010.613830
  nChanged 105
		SP:Iteration 14Q (104734.920000 sec): 3 clusters
  Score: Raw -532841.513515 + Penalty 2782.268849 = -530059.244665
  nChanged 100
		SP:Iteration 15Q (104735.100000 sec): 3 clusters
  Score: Raw -532888.487764 + Penalty 2782.268849 = -530106.218915
  nChanged 108
		SP:Iteration 16Q (104735.320000 sec): 3 clusters
  Score: Raw -532934.612493 + Penalty 2782.268849 = -530152.343644
  nChanged 93
		SP:Iteration 17Q (104735.520000 sec): 3 clusters
  Score: Raw -532966.762990 + Penalty 2782.268849 = -530184.494141
  nChanged 78
		SP:Iteration 18Q (104735.710000 sec): 3 clusters
  Score: Raw -532994.849305 + Penalty 2782.268849 = -530212.580456
  nChanged 76
		SP:Iteration 19Q (104735.880000 sec): 3 clusters
  Score: Raw -533027.279356 + Penalty 2782.268849 = -530245.010507
  nChanged 66
		SP:Iteration 20F (104736.090000 sec): 3 clusters
  Score: Raw -533048.769656 + Penalty 2782.268849 = -530266.500807
  nChanged 66
		SP:Iteration 21Q (104736.320000 sec): 3 clusters
  Score: Raw -533073.290440 + Penalty 2782.268849 = -530291.021591
  nChanged 67
		SP:Iteration 22Q (104736.550000 sec): 3 clusters
  Score: Raw -533096.717234 + Penalty 2782.268849 = -530314.448385
  nChanged 65
		SP:Iteration 23Q (104736.780000 sec): 3 clusters
  Score: Raw -533116.402035 + Penalty 2782.268849 = -530334.133185
  nChanged 54
		SP:Iteration 24Q (104736.950000 sec): 3 clusters
  Score: Raw -533134.427194 + Penalty 2782.268849 = -530352.158345
  nChanged 59
		SP:Iteration 25Q (104737.150000 sec): 3 clusters
  Score: Raw -533153.084314 + Penalty 2782.268849 = -530370.815465
  nChanged 47
		SP:Iteration 26Q (104737.360000 sec): 3 clusters
  Score: Raw -533168.193489 + Penalty 2782.268849 = -530385.924639
  nChanged 37
		SP:Iteration 27Q (104737.550000 sec): 3 clusters
  Score: Raw -533179.407307 + Penalty 2782.268849 = -530397.138458
  nChanged 46
		SP:Iteration 28Q (104737.750000 sec): 3 clusters
  Score: Raw -533195.083305 + Penalty 2782.268849 = -530412.814456
  nChanged 55
		SP:Iteration 29Q (104737.970000 sec): 3 clusters
  Score: Raw -533216.529811 + Penalty 2782.268849 = -530434.260962
  nChanged 50
		SP:Iteration 30Q (104738.190000 sec): 3 clusters
  Score: Raw -533235.266445 + Penalty 2782.268849 = -530452.997595
  nChanged 52
		SP:Iteration 31Q (104738.390000 sec): 3 clusters
  Score: Raw -533256.063103 + Penalty 2782.268849 = -530473.794253
  nChanged 46
		SP:Iteration 32Q (104738.570000 sec): 3 clusters
  Score: Raw -533273.534689 + Penalty 2782.268849 = -530491.265840
  nChanged 46
		SP:Iteration 33Q (104738.760000 sec): 3 clusters
  Score: Raw -533292.707938 + Penalty 2782.268849 = -530510.439088
  nChanged 41
		SP:Iteration 34Q (104738.950000 sec): 3 clusters
  Score: Raw -533304.386708 + Penalty 2782.268849 = -530522.117859
  nChanged 25
		SP:Iteration 35Q (104739.220000 sec): 3 clusters
  Score: Raw -533310.678027 + Penalty 2782.268849 = -530528.409178
  nChanged 16
		SP:Iteration 36Q (104739.430000 sec): 3 clusters
  Score: Raw -533314.087812 + Penalty 2782.268849 = -530531.818963
  nChanged 17
		SP:Iteration 37Q (104739.600000 sec): 3 clusters
  Score: Raw -533319.028907 + Penalty 2782.268849 = -530536.760058
  nChanged 14
		SP:Iteration 38Q (104739.810000 sec): 3 clusters
  Score: Raw -533322.776038 + Penalty 2782.268849 = -530540.507188
  nChanged 17
		SP:Iteration 39Q (104740.030000 sec): 3 clusters
  Score: Raw -533326.821381 + Penalty 2782.268849 = -530544.552532
  nChanged 17
		SP:Iteration 40F (104740.230000 sec): 3 clusters
  Score: Raw -533330.783484 + Penalty 2782.268849 = -530548.514635
  nChanged 18
		SP:Iteration 41Q (104740.480000 sec): 3 clusters
  Score: Raw -533334.854175 + Penalty 2782.268849 = -530552.585325
  nChanged 16
		SP:Iteration 42Q (104740.710000 sec): 3 clusters
  Score: Raw -533338.960665 + Penalty 2782.268849 = -530556.691816
  nChanged 11
		SP:Iteration 43Q (104740.950000 sec): 3 clusters
  Score: Raw -533341.460683 + Penalty 2782.268849 = -530559.191833
  nChanged 15
		SP:Iteration 44Q (104741.140000 sec): 3 clusters
  Score: Raw -533346.583920 + Penalty 2782.268849 = -530564.315070
  nChanged 16
		SP:Iteration 45Q (104741.380000 sec): 3 clusters
  Score: Raw -533352.243060 + Penalty 2782.268849 = -530569.974211
  nChanged 12
		SP:Iteration 46Q (104741.600000 sec): 3 clusters
  Score: Raw -533355.141007 + Penalty 2782.268849 = -530572.872157
  nChanged 3
		SP:Iteration 47Q (104741.860000 sec): 3 clusters
  Score: Raw -533355.702708 + Penalty 2782.268849 = -530573.433858
  nChanged 6
		SP:Iteration 48Q (104742.030000 sec): 3 clusters
  Score: Raw -533357.319280 + Penalty 2782.268849 = -530575.050430
  nChanged 7
		SP:Iteration 49Q (104742.240000 sec): 3 clusters
  Score: Raw -533358.435578 + Penalty 2782.268849 = -530576.166729
  nChanged 4
		SP:Iteration 50Q (104742.430000 sec): 3 clusters
  Score: Raw -533359.843546 + Penalty 2782.268849 = -530577.574697
  nChanged 6
		SP:Iteration 51Q (104742.630000 sec): 3 clusters
  Score: Raw -533361.681955 + Penalty 2782.268849 = -530579.413106
  nChanged 6
		SP:Iteration 52Q (104742.830000 sec): 3 clusters
  Score: Raw -533362.969061 + Penalty 2782.268849 = -530580.700212
  nChanged 3
		SP:Iteration 53Q (104743.020000 sec): 3 clusters
  Score: Raw -533363.934686 + Penalty 2782.268849 = -530581.665837
  nChanged 7
		SP:Iteration 54Q (104743.260000 sec): 3 clusters
  Score: Raw -533365.710207 + Penalty 2782.268849 = -530583.441358
  nChanged 8
		SP:Iteration 55Q (104743.440000 sec): 3 clusters
  Score: Raw -533366.836356 + Penalty 2782.268849 = -530584.567507
  nChanged 4
		SP:Iteration 56Q (104743.630000 sec): 3 clusters
  Score: Raw -533367.652900 + Penalty 2782.268849 = -530585.384051
  nChanged 5
		SP:Iteration 57Q (104743.810000 sec): 3 clusters
  Score: Raw -533368.546805 + Penalty 2782.268849 = -530586.277955
  nChanged 7
		SP:Iteration 58Q (104744.020000 sec): 3 clusters
  Score: Raw -533369.859678 + Penalty 2782.268849 = -530587.590828
  nChanged 2
		SP:Iteration 59Q (104744.260000 sec): 3 clusters
  Score: Raw -533370.122419 + Penalty 2782.268849 = -530587.853570
  nChanged 0
		SP:Iteration 60F (104744.460000 sec): 3 clusters
  Score: Raw -533370.122419 + Penalty 2782.268849 = -530587.853570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104744.560000 sec): 2 clusters
  Score: Raw -270072.079540 + Penalty 1283.672727 = -268788.406813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104744.740000 sec): 3 clusters
  Score: Raw -268849.290003 + Penalty 2567.345453 = -266281.944549
  nChanged 1020
		SP:Iteration 1F (104744.920000 sec): 3 clusters
  Score: Raw -269551.991103 + Penalty 2567.345453 = -266984.645650
  nChanged 249
		SP:Iteration 2F (104745.110000 sec): 3 clusters
  Score: Raw -269797.997897 + Penalty 2567.345453 = -267230.652443
  nChanged 223
		SP:Iteration 3F (104745.290000 sec): 3 clusters
  Score: Raw -270064.028841 + Penalty 2567.345453 = -267496.683387
  nChanged 203
		SP:Iteration 4F (104745.480000 sec): 3 clusters
  Score: Raw -270355.420288 + Penalty 2567.345453 = -267788.074835
  nChanged 208
		SP:Iteration 5F (104745.710000 sec): 3 clusters
  Score: Raw -270711.154849 + Penalty 2567.345453 = -268143.809396
  nChanged 159
		SP:Iteration 6F (104745.870000 sec): 3 clusters
  Score: Raw -270959.048694 + Penalty 2567.345453 = -268391.703241
  nChanged 108
		SP:Iteration 7Q (104746.060000 sec): 3 clusters
  Score: Raw -271073.760845 + Penalty 2567.345453 = -268506.415392
  nChanged 71
		SP:Iteration 8Q (104746.310000 sec): 3 clusters
  Score: Raw -271128.419819 + Penalty 2567.345453 = -268561.074366
  nChanged 48
		SP:Iteration 9Q (104746.490000 sec): 3 clusters
  Score: Raw -271160.778069 + Penalty 2567.345453 = -268593.432616
  nChanged 41
		SP:Iteration 10Q (104746.700000 sec): 3 clusters
  Score: Raw -271181.934290 + Penalty 2567.345453 = -268614.588836
  nChanged 27
		SP:Iteration 11Q (104746.890000 sec): 3 clusters
  Score: Raw -271195.278088 + Penalty 2567.345453 = -268627.932635
  nChanged 20
		SP:Iteration 12Q (104747.090000 sec): 3 clusters
  Score: Raw -271202.993182 + Penalty 2567.345453 = -268635.647729
  nChanged 8
		SP:Iteration 13Q (104747.240000 sec): 3 clusters
  Score: Raw -271206.787825 + Penalty 2567.345453 = -268639.442372
  nChanged 8
		SP:Iteration 14Q (104747.430000 sec): 3 clusters
  Score: Raw -271212.465525 + Penalty 2567.345453 = -268645.120072
  nChanged 9
		SP:Iteration 15Q (104747.630000 sec): 3 clusters
  Score: Raw -271216.074978 + Penalty 2567.345453 = -268648.729524
  nChanged 7
		SP:Iteration 16Q (104747.890000 sec): 3 clusters
  Score: Raw -271218.540736 + Penalty 2567.345453 = -268651.195283
  nChanged 4
		SP:Iteration 17Q (104748.020000 sec): 3 clusters
  Score: Raw -271219.711973 + Penalty 2567.345453 = -268652.366520
  nChanged 1
		SP:Iteration 18Q (104748.230000 sec): 3 clusters
  Score: Raw -271220.692057 + Penalty 2567.345453 = -268653.346604
  nChanged 0
		SP:Iteration 19F (104748.440000 sec): 3 clusters
  Score: Raw -271220.692057 + Penalty 2567.345453 = -268653.346604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104750.290000 sec): 2 clusters
  Score: Raw -43144197.183120 + Penalty 2100.995141 = -43142096.187979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104752.290000 sec): 3 clusters
  Score: Raw -42867509.884599 + Penalty 4201.990283 = -42863307.894317
  nChanged 201508
		SP:Iteration 1F (104754.150000 sec): 3 clusters
  Score: Raw -42990796.095039 + Penalty 4201.990283 = -42986594.104756
  nChanged 14061
		SP:Iteration 2Q (104756.160000 sec): 3 clusters
  Score: Raw -42995182.632128 + Penalty 4201.990283 = -42990980.641845
  nChanged 18128
		SP:Iteration 3Q (104758.310000 sec): 3 clusters
  Score: Raw -43002626.479261 + Penalty 4201.990283 = -42998424.488979
  nChanged 23419
		SP:Iteration 4F (104760.280000 sec): 3 clusters
  Score: Raw -43015097.553880 + Penalty 4201.990283 = -43010895.563598
  nChanged 28992
		SP:Iteration 5F (104762.300000 sec): 3 clusters
  Score: Raw -43034599.132658 + Penalty 4201.990283 = -43030397.142375
  nChanged 33068
		SP:Iteration 6F (104764.410000 sec): 3 clusters
  Score: Raw -43061542.426815 + Penalty 4201.990283 = -43057340.436532
  nChanged 32737
		SP:Iteration 7F (104766.450000 sec): 3 clusters
  Score: Raw -43091435.136823 + Penalty 4201.990283 = -43087233.146541
  nChanged 26060
		SP:Iteration 8F (104768.430000 sec): 3 clusters
  Score: Raw -43116184.085000 + Penalty 4201.990283 = -43111982.094718
  nChanged 16719
		SP:Iteration 9Q (104770.270000 sec): 3 clusters
  Score: Raw -43131749.456623 + Penalty 4201.990283 = -43127547.466340
  nChanged 8621
		SP:Iteration 10Q (104772.000000 sec): 3 clusters
  Score: Raw -43139494.677928 + Penalty 4201.990283 = -43135292.687645
  nChanged 3702
		SP:Iteration 11Q (104773.760000 sec): 3 clusters
  Score: Raw -43142688.602463 + Penalty 4201.990283 = -43138486.612180
  nChanged 1346
		SP:Iteration 12Q (104775.380000 sec): 3 clusters
  Score: Raw -43143840.078199 + Penalty 4201.990283 = -43139638.087917
  nChanged 464
		SP:Iteration 13Q (104777.000000 sec): 3 clusters
  Score: Raw -43144253.639337 + Penalty 4201.990283 = -43140051.649054
  nChanged 214
		SP:Iteration 14Q (104778.530000 sec): 3 clusters
  Score: Raw -43144458.964407 + Penalty 4201.990283 = -43140256.974125
  nChanged 109
		SP:Iteration 15Q (104779.900000 sec): 3 clusters
  Score: Raw -43144551.293113 + Penalty 4201.990283 = -43140349.302831
  nChanged 66
		SP:Iteration 16Q (104781.170000 sec): 3 clusters
  Score: Raw -43144605.900357 + Penalty 4201.990283 = -43140403.910075
  nChanged 51
		SP:Iteration 17Q (104782.730000 sec): 3 clusters
  Score: Raw -43144642.148821 + Penalty 4201.990283 = -43140440.158539
  nChanged 33
		SP:Iteration 18Q (104784.170000 sec): 3 clusters
  Score: Raw -43144661.716609 + Penalty 4201.990283 = -43140459.726326
  nChanged 22
		SP:Iteration 19Q (104785.780000 sec): 3 clusters
  Score: Raw -43144675.934311 + Penalty 4201.990283 = -43140473.944029
  nChanged 15
		SP:Iteration 20F (104787.510000 sec): 3 clusters
  Score: Raw -43144683.486635 + Penalty 4201.990283 = -43140481.496352
  nChanged 9
		SP:Iteration 21Q (104789.000000 sec): 3 clusters
  Score: Raw -43144687.822880 + Penalty 4201.990283 = -43140485.832597
  nChanged 3
		SP:Iteration 22Q (104790.380000 sec): 3 clusters
  Score: Raw -43144690.050553 + Penalty 4201.990283 = -43140488.060271
  nChanged 6
		SP:Iteration 23Q (104791.820000 sec): 3 clusters
  Score: Raw -43144693.366354 + Penalty 4201.990283 = -43140491.376072
  nChanged 2
		SP:Iteration 24Q (104793.280000 sec): 3 clusters
  Score: Raw -43144693.861747 + Penalty 4201.990283 = -43140491.871464
  nChanged 2
		SP:Iteration 25Q (104794.900000 sec): 3 clusters
  Score: Raw -43144694.537080 + Penalty 4201.990283 = -43140492.546798
  nChanged 2
		SP:Iteration 26Q (104796.320000 sec): 3 clusters
  Score: Raw -43144695.199578 + Penalty 4201.990283 = -43140493.209296
  nChanged 0
		SP:Iteration 27F (104798.030000 sec): 3 clusters
  Score: Raw -43144695.199578 + Penalty 4201.990283 = -43140493.209296
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104798.430000 sec): 2 clusters
  Score: Raw -2506257.098401 + Penalty 1634.746482 = -2504622.351920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104798.720000 sec): 3 clusters
  Score: Raw -2492128.869990 + Penalty 3269.492964 = -2488859.377027
  nChanged 10577
		SP:Iteration 1F (104798.990000 sec): 3 clusters
  Score: Raw -2497950.395533 + Penalty 3269.492964 = -2494680.902569
  nChanged 1271
		SP:Iteration 2F (104799.260000 sec): 3 clusters
  Score: Raw -2498455.934974 + Penalty 3269.492964 = -2495186.442010
  nChanged 1268
		SP:Iteration 3F (104799.540000 sec): 3 clusters
  Score: Raw -2498971.581840 + Penalty 3269.492964 = -2495702.088877
  nChanged 1184
		SP:Iteration 4F (104799.850000 sec): 3 clusters
  Score: Raw -2499468.653008 + Penalty 3269.492964 = -2496199.160044
  nChanged 1157
		SP:Iteration 5Q (104800.180000 sec): 3 clusters
  Score: Raw -2499938.097070 + Penalty 3269.492964 = -2496668.604107
  nChanged 1118
		SP:Iteration 6Q (104800.480000 sec): 3 clusters
  Score: Raw -2500385.488490 + Penalty 3269.492964 = -2497115.995526
  nChanged 987
		SP:Iteration 7Q (104800.840000 sec): 3 clusters
  Score: Raw -2500751.318058 + Penalty 3269.492964 = -2497481.825094
  nChanged 910
		SP:Iteration 8Q (104801.170000 sec): 3 clusters
  Score: Raw -2501086.500481 + Penalty 3269.492964 = -2497817.007517
  nChanged 859
		SP:Iteration 9Q (104801.480000 sec): 3 clusters
  Score: Raw -2501433.933672 + Penalty 3269.492964 = -2498164.440709
  nChanged 846
		SP:Iteration 10Q (104801.780000 sec): 3 clusters
  Score: Raw -2501784.083877 + Penalty 3269.492964 = -2498514.590914
  nChanged 864
		SP:Iteration 11Q (104802.120000 sec): 3 clusters
  Score: Raw -2502167.129911 + Penalty 3269.492964 = -2498897.636948
  nChanged 854
		SP:Iteration 12Q (104802.430000 sec): 3 clusters
  Score: Raw -2502582.365135 + Penalty 3269.492964 = -2499312.872172
  nChanged 828
		SP:Iteration 13Q (104802.750000 sec): 3 clusters
  Score: Raw -2503030.982158 + Penalty 3269.492964 = -2499761.489195
  nChanged 825
		SP:Iteration 14Q (104803.030000 sec): 3 clusters
  Score: Raw -2503528.786649 + Penalty 3269.492964 = -2500259.293685
  nChanged 825
		SP:Iteration 15Q (104803.370000 sec): 3 clusters
  Score: Raw -2504060.432909 + Penalty 3269.492964 = -2500790.939945
  nChanged 766
		SP:Iteration 16Q (104803.660000 sec): 3 clusters
  Score: Raw -2504592.941979 + Penalty 3269.492964 = -2501323.449015
  nChanged 677
		SP:Iteration 17Q (104803.970000 sec): 3 clusters
  Score: Raw -2505104.940160 + Penalty 3269.492964 = -2501835.447196
  nChanged 561
		SP:Iteration 18Q (104804.280000 sec): 3 clusters
  Score: Raw -2505550.269339 + Penalty 3269.492964 = -2502280.776375
  nChanged 396
		SP:Iteration 19Q (104804.600000 sec): 3 clusters
  Score: Raw -2505856.572510 + Penalty 3269.492964 = -2502587.079547
  nChanged 251
		SP:Iteration 20F (104804.920000 sec): 3 clusters
  Score: Raw -2506077.162439 + Penalty 3269.492964 = -2502807.669476
  nChanged 185
		SP:Iteration 21Q (104805.270000 sec): 3 clusters
  Score: Raw -2506246.770709 + Penalty 3269.492964 = -2502977.277745
  nChanged 103
		SP:Iteration 22Q (104805.500000 sec): 3 clusters
  Score: Raw -2506346.032786 + Penalty 3269.492964 = -2503076.539822
  nChanged 70
		SP:Iteration 23Q (104805.750000 sec): 3 clusters
  Score: Raw -2506403.075108 + Penalty 3269.492964 = -2503133.582145
  nChanged 40
		SP:Iteration 24Q (104806.010000 sec): 3 clusters
  Score: Raw -2506431.708866 + Penalty 3269.492964 = -2503162.215903
  nChanged 24
		SP:Iteration 25Q (104806.260000 sec): 3 clusters
  Score: Raw -2506455.304023 + Penalty 3269.492964 = -2503185.811059
  nChanged 16
		SP:Iteration 26Q (104806.570000 sec): 3 clusters
  Score: Raw -2506468.625939 + Penalty 3269.492964 = -2503199.132975
  nChanged 9
		SP:Iteration 27Q (104806.810000 sec): 3 clusters
  Score: Raw -2506477.251182 + Penalty 3269.492964 = -2503207.758219
  nChanged 8
		SP:Iteration 28Q (104807.050000 sec): 3 clusters
  Score: Raw -2506481.713768 + Penalty 3269.492964 = -2503212.220805
  nChanged 4
		SP:Iteration 29Q (104807.300000 sec): 3 clusters
  Score: Raw -2506485.029617 + Penalty 3269.492964 = -2503215.536653
  nChanged 6
		SP:Iteration 30Q (104807.540000 sec): 3 clusters
  Score: Raw -2506489.568395 + Penalty 3269.492964 = -2503220.075432
  nChanged 7
		SP:Iteration 31Q (104807.850000 sec): 3 clusters
  Score: Raw -2506495.308572 + Penalty 3269.492964 = -2503225.815608
  nChanged 3
		SP:Iteration 32Q (104808.130000 sec): 3 clusters
  Score: Raw -2506496.626788 + Penalty 3269.492964 = -2503227.133824
  nChanged 2
		SP:Iteration 33Q (104808.400000 sec): 3 clusters
  Score: Raw -2506498.393956 + Penalty 3269.492964 = -2503228.900993
  nChanged 2
		SP:Iteration 34Q (104808.680000 sec): 3 clusters
  Score: Raw -2506500.710607 + Penalty 3269.492964 = -2503231.217643
  nChanged 4
		SP:Iteration 35Q (104808.930000 sec): 3 clusters
  Score: Raw -2506504.564410 + Penalty 3269.492964 = -2503235.071446
  nChanged 8
		SP:Iteration 36Q (104809.250000 sec): 3 clusters
  Score: Raw -2506510.033471 + Penalty 3269.492964 = -2503240.540508
  nChanged 4
		SP:Iteration 37Q (104809.570000 sec): 3 clusters
  Score: Raw -2506514.665126 + Penalty 3269.492964 = -2503245.172163
  nChanged 3
		SP:Iteration 38Q (104809.830000 sec): 3 clusters
  Score: Raw -2506518.371494 + Penalty 3269.492964 = -2503248.878531
  nChanged 3
		SP:Iteration 39Q (104810.140000 sec): 3 clusters
  Score: Raw -2506521.522285 + Penalty 3269.492964 = -2503252.029321
  nChanged 2
		SP:Iteration 40F (104810.430000 sec): 3 clusters
  Score: Raw -2506524.473471 + Penalty 3269.492964 = -2503254.980507
  nChanged 3
		SP:Iteration 41Q (104810.770000 sec): 3 clusters
  Score: Raw -2506527.848200 + Penalty 3269.492964 = -2503258.355236
  nChanged 2
		SP:Iteration 42Q (104811.060000 sec): 3 clusters
  Score: Raw -2506529.426960 + Penalty 3269.492964 = -2503259.933997
  nChanged 0
		SP:Iteration 43F (104811.350000 sec): 3 clusters
  Score: Raw -2506529.426960 + Penalty 3269.492964 = -2503259.933997
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104811.540000 sec): 2 clusters
  Score: Raw -2143538.664957 + Penalty 1622.902635 = -2141915.762322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104811.860000 sec): 3 clusters
  Score: Raw -2130369.155003 + Penalty 3245.805269 = -2127123.349734
  nChanged 9838
		SP:Iteration 1F (104812.160000 sec): 3 clusters
  Score: Raw -2135914.132219 + Penalty 3245.805269 = -2132668.326949
  nChanged 1274
		SP:Iteration 2F (104812.410000 sec): 3 clusters
  Score: Raw -2136580.513094 + Penalty 3245.805269 = -2133334.707825
  nChanged 1327
		SP:Iteration 3F (104812.740000 sec): 3 clusters
  Score: Raw -2137420.775143 + Penalty 3245.805269 = -2134174.969873
  nChanged 1401
		SP:Iteration 4F (104813.140000 sec): 3 clusters
  Score: Raw -2138301.644201 + Penalty 3245.805269 = -2135055.838932
  nChanged 1364
		SP:Iteration 5F (104813.420000 sec): 3 clusters
  Score: Raw -2139097.543948 + Penalty 3245.805269 = -2135851.738679
  nChanged 1263
		SP:Iteration 6F (104813.770000 sec): 3 clusters
  Score: Raw -2139772.496710 + Penalty 3245.805269 = -2136526.691441
  nChanged 1100
		SP:Iteration 7F (104814.060000 sec): 3 clusters
  Score: Raw -2140344.927168 + Penalty 3245.805269 = -2137099.121898
  nChanged 945
		SP:Iteration 8Q (104814.350000 sec): 3 clusters
  Score: Raw -2140839.421576 + Penalty 3245.805269 = -2137593.616307
  nChanged 772
		SP:Iteration 9Q (104814.620000 sec): 3 clusters
  Score: Raw -2141253.019684 + Penalty 3245.805269 = -2138007.214415
  nChanged 677
		SP:Iteration 10Q (104814.970000 sec): 3 clusters
  Score: Raw -2141607.444885 + Penalty 3245.805269 = -2138361.639615
  nChanged 601
		SP:Iteration 11Q (104815.290000 sec): 3 clusters
  Score: Raw -2141926.128240 + Penalty 3245.805269 = -2138680.322971
  nChanged 543
		SP:Iteration 12Q (104815.620000 sec): 3 clusters
  Score: Raw -2142195.937350 + Penalty 3245.805269 = -2138950.132081
  nChanged 473
		SP:Iteration 13Q (104815.910000 sec): 3 clusters
  Score: Raw -2142427.578251 + Penalty 3245.805269 = -2139181.772982
  nChanged 448
		SP:Iteration 14Q (104816.170000 sec): 3 clusters
  Score: Raw -2142651.698623 + Penalty 3245.805269 = -2139405.893354
  nChanged 434
		SP:Iteration 15Q (104816.440000 sec): 3 clusters
  Score: Raw -2142853.922222 + Penalty 3245.805269 = -2139608.116953
  nChanged 360
		SP:Iteration 16Q (104816.760000 sec): 3 clusters
  Score: Raw -2143022.028431 + Penalty 3245.805269 = -2139776.223161
  nChanged 358
		SP:Iteration 17Q (104817.020000 sec): 3 clusters
  Score: Raw -2143190.192744 + Penalty 3245.805269 = -2139944.387474
  nChanged 344
		SP:Iteration 18Q (104817.350000 sec): 3 clusters
  Score: Raw -2143341.054552 + Penalty 3245.805269 = -2140095.249282
  nChanged 305
		SP:Iteration 19Q (104817.640000 sec): 3 clusters
  Score: Raw -2143469.268318 + Penalty 3245.805269 = -2140223.463049
  nChanged 256
		SP:Iteration 20F (104817.970000 sec): 3 clusters
  Score: Raw -2143575.734953 + Penalty 3245.805269 = -2140329.929684
  nChanged 237
		SP:Iteration 21Q (104818.290000 sec): 3 clusters
  Score: Raw -2143672.110116 + Penalty 3245.805269 = -2140426.304846
  nChanged 227
		SP:Iteration 22Q (104818.590000 sec): 3 clusters
  Score: Raw -2143771.404605 + Penalty 3245.805269 = -2140525.599336
  nChanged 221
		SP:Iteration 23Q (104818.950000 sec): 3 clusters
  Score: Raw -2143867.464501 + Penalty 3245.805269 = -2140621.659232
  nChanged 206
		SP:Iteration 24Q (104819.250000 sec): 3 clusters
  Score: Raw -2143951.620757 + Penalty 3245.805269 = -2140705.815487
  nChanged 185
		SP:Iteration 25Q (104819.520000 sec): 3 clusters
  Score: Raw -2144027.133949 + Penalty 3245.805269 = -2140781.328679
  nChanged 184
		SP:Iteration 26Q (104819.770000 sec): 3 clusters
  Score: Raw -2144100.102949 + Penalty 3245.805269 = -2140854.297680
  nChanged 170
		SP:Iteration 27Q (104820.040000 sec): 3 clusters
  Score: Raw -2144159.235677 + Penalty 3245.805269 = -2140913.430408
  nChanged 151
		SP:Iteration 28Q (104820.340000 sec): 3 clusters
  Score: Raw -2144212.212814 + Penalty 3245.805269 = -2140966.407545
  nChanged 149
		SP:Iteration 29Q (104820.630000 sec): 3 clusters
  Score: Raw -2144272.516559 + Penalty 3245.805269 = -2141026.711289
  nChanged 163
		SP:Iteration 30Q (104820.920000 sec): 3 clusters
  Score: Raw -2144341.385712 + Penalty 3245.805269 = -2141095.580443
  nChanged 133
		SP:Iteration 31Q (104821.200000 sec): 3 clusters
  Score: Raw -2144389.928031 + Penalty 3245.805269 = -2141144.122762
  nChanged 125
		SP:Iteration 32Q (104821.500000 sec): 3 clusters
  Score: Raw -2144440.260601 + Penalty 3245.805269 = -2141194.455332
  nChanged 116
		SP:Iteration 33Q (104821.760000 sec): 3 clusters
  Score: Raw -2144486.551207 + Penalty 3245.805269 = -2141240.745938
  nChanged 114
		SP:Iteration 34Q (104822.100000 sec): 3 clusters
  Score: Raw -2144530.664548 + Penalty 3245.805269 = -2141284.859279
  nChanged 106
		SP:Iteration 35Q (104822.400000 sec): 3 clusters
  Score: Raw -2144572.960175 + Penalty 3245.805269 = -2141327.154905
  nChanged 83
		SP:Iteration 36Q (104822.640000 sec): 3 clusters
  Score: Raw -2144604.260377 + Penalty 3245.805269 = -2141358.455108
  nChanged 69
		SP:Iteration 37Q (104823.030000 sec): 3 clusters
  Score: Raw -2144628.128685 + Penalty 3245.805269 = -2141382.323416
  nChanged 57
		SP:Iteration 38Q (104823.340000 sec): 3 clusters
  Score: Raw -2144646.710064 + Penalty 3245.805269 = -2141400.904795
  nChanged 49
		SP:Iteration 39Q (104823.620000 sec): 3 clusters
  Score: Raw -2144665.382042 + Penalty 3245.805269 = -2141419.576772
  nChanged 49
		SP:Iteration 40F (104823.930000 sec): 3 clusters
  Score: Raw -2144681.419184 + Penalty 3245.805269 = -2141435.613915
  nChanged 42
		SP:Iteration 41Q (104824.260000 sec): 3 clusters
  Score: Raw -2144692.314735 + Penalty 3245.805269 = -2141446.509466
  nChanged 30
		SP:Iteration 42Q (104824.480000 sec): 3 clusters
  Score: Raw -2144699.937620 + Penalty 3245.805269 = -2141454.132351
  nChanged 27
		SP:Iteration 43Q (104824.780000 sec): 3 clusters
  Score: Raw -2144706.447205 + Penalty 3245.805269 = -2141460.641935
  nChanged 20
		SP:Iteration 44Q (104825.110000 sec): 3 clusters
  Score: Raw -2144710.591234 + Penalty 3245.805269 = -2141464.785965
  nChanged 17
		SP:Iteration 45Q (104825.410000 sec): 3 clusters
  Score: Raw -2144713.685893 + Penalty 3245.805269 = -2141467.880624
  nChanged 14
		SP:Iteration 46Q (104825.710000 sec): 3 clusters
  Score: Raw -2144717.768730 + Penalty 3245.805269 = -2141471.963461
  nChanged 17
		SP:Iteration 47Q (104826.010000 sec): 3 clusters
  Score: Raw -2144721.628332 + Penalty 3245.805269 = -2141475.823063
  nChanged 16
		SP:Iteration 48Q (104826.280000 sec): 3 clusters
  Score: Raw -2144725.555305 + Penalty 3245.805269 = -2141479.750036
  nChanged 12
		SP:Iteration 49Q (104826.620000 sec): 3 clusters
  Score: Raw -2144728.539926 + Penalty 3245.805269 = -2141482.734657
  nChanged 12
		SP:Iteration 50Q (104826.890000 sec): 3 clusters
  Score: Raw -2144730.743249 + Penalty 3245.805269 = -2141484.937979
  nChanged 13
		SP:Iteration 51Q (104827.160000 sec): 3 clusters
  Score: Raw -2144733.622742 + Penalty 3245.805269 = -2141487.817473
  nChanged 9
		SP:Iteration 52Q (104827.440000 sec): 3 clusters
  Score: Raw -2144735.458623 + Penalty 3245.805269 = -2141489.653353
  nChanged 4
		SP:Iteration 53Q (104827.710000 sec): 3 clusters
  Score: Raw -2144736.228243 + Penalty 3245.805269 = -2141490.422974
  nChanged 3
		SP:Iteration 54Q (104827.960000 sec): 3 clusters
  Score: Raw -2144736.728413 + Penalty 3245.805269 = -2141490.923144
  nChanged 3
		SP:Iteration 55Q (104828.240000 sec): 3 clusters
  Score: Raw -2144737.439560 + Penalty 3245.805269 = -2141491.634291
  nChanged 5
		SP:Iteration 56Q (104828.480000 sec): 3 clusters
  Score: Raw -2144738.466754 + Penalty 3245.805269 = -2141492.661484
  nChanged 4
		SP:Iteration 57Q (104828.790000 sec): 3 clusters
  Score: Raw -2144739.463037 + Penalty 3245.805269 = -2141493.657767
  nChanged 4
		SP:Iteration 58Q (104829.090000 sec): 3 clusters
  Score: Raw -2144740.489744 + Penalty 3245.805269 = -2141494.684474
  nChanged 4
		SP:Iteration 59Q (104829.360000 sec): 3 clusters
  Score: Raw -2144740.930742 + Penalty 3245.805269 = -2141495.125472
  nChanged 1
		SP:Iteration 60F (104829.620000 sec): 3 clusters
  Score: Raw -2144741.229707 + Penalty 3245.805269 = -2141495.424438
  nChanged 2
		SP:Iteration 61Q (104829.880000 sec): 3 clusters
  Score: Raw -2144741.426916 + Penalty 3245.805269 = -2141495.621647
  nChanged 2
		SP:Iteration 62Q (104830.120000 sec): 3 clusters
  Score: Raw -2144741.789243 + Penalty 3245.805269 = -2141495.983974
  nChanged 1
		SP:Iteration 63Q (104830.400000 sec): 3 clusters
  Score: Raw -2144742.617408 + Penalty 3245.805269 = -2141496.812139
  nChanged 2
		SP:Iteration 64Q (104830.660000 sec): 3 clusters
  Score: Raw -2144743.341371 + Penalty 3245.805269 = -2141497.536102
  nChanged 3
		SP:Iteration 65Q (104830.910000 sec): 3 clusters
  Score: Raw -2144743.868953 + Penalty 3245.805269 = -2141498.063684
  nChanged 0
		SP:Iteration 66F (104831.210000 sec): 3 clusters
  Score: Raw -2144743.868953 + Penalty 3245.805269 = -2141498.063684
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104831.320000 sec): 2 clusters
  Score: Raw -374646.744163 + Penalty 1344.955483 = -373301.788680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104831.540000 sec): 3 clusters
  Score: Raw -372684.710126 + Penalty 2689.910966 = -369994.799161
  nChanged 1570
		SP:Iteration 1F (104831.720000 sec): 3 clusters
  Score: Raw -373640.038065 + Penalty 2689.910966 = -370950.127099
  nChanged 319
		SP:Iteration 2F (104831.910000 sec): 3 clusters
  Score: Raw -373867.932277 + Penalty 2689.910966 = -371178.021311
  nChanged 229
		SP:Iteration 3F (104832.120000 sec): 3 clusters
  Score: Raw -374015.390052 + Penalty 2689.910966 = -371325.479086
  nChanged 183
		SP:Iteration 4Q (104832.330000 sec): 3 clusters
  Score: Raw -374145.963600 + Penalty 2689.910966 = -371456.052634
  nChanged 182
		SP:Iteration 5Q (104832.540000 sec): 3 clusters
  Score: Raw -374322.873745 + Penalty 2689.910966 = -371632.962779
  nChanged 191
		SP:Iteration 6Q (104832.700000 sec): 3 clusters
  Score: Raw -374502.142838 + Penalty 2689.910966 = -371812.231872
  nChanged 171
		SP:Iteration 7Q (104832.890000 sec): 3 clusters
  Score: Raw -374668.122738 + Penalty 2689.910966 = -371978.211772
  nChanged 175
		SP:Iteration 8Q (104833.110000 sec): 3 clusters
  Score: Raw -374793.350448 + Penalty 2689.910966 = -372103.439482
  nChanged 137
		SP:Iteration 9Q (104833.280000 sec): 3 clusters
  Score: Raw -374885.331606 + Penalty 2689.910966 = -372195.420641
  nChanged 113
		SP:Iteration 10Q (104833.500000 sec): 3 clusters
  Score: Raw -374963.874824 + Penalty 2689.910966 = -372273.963858
  nChanged 121
		SP:Iteration 11Q (104833.680000 sec): 3 clusters
  Score: Raw -375040.278561 + Penalty 2689.910966 = -372350.367595
  nChanged 98
		SP:Iteration 12Q (104833.890000 sec): 3 clusters
  Score: Raw -375091.316142 + Penalty 2689.910966 = -372401.405177
  nChanged 81
		SP:Iteration 13Q (104834.070000 sec): 3 clusters
  Score: Raw -375136.212575 + Penalty 2689.910966 = -372446.301609
  nChanged 75
		SP:Iteration 14Q (104834.260000 sec): 3 clusters
  Score: Raw -375183.648663 + Penalty 2689.910966 = -372493.737698
  nChanged 68
		SP:Iteration 15Q (104834.460000 sec): 3 clusters
  Score: Raw -375221.591026 + Penalty 2689.910966 = -372531.680060
  nChanged 68
		SP:Iteration 16Q (104834.660000 sec): 3 clusters
  Score: Raw -375255.064630 + Penalty 2689.910966 = -372565.153665
  nChanged 55
		SP:Iteration 17Q (104834.810000 sec): 3 clusters
  Score: Raw -375282.024020 + Penalty 2689.910966 = -372592.113054
  nChanged 52
		SP:Iteration 18Q (104835.070000 sec): 3 clusters
  Score: Raw -375309.270031 + Penalty 2689.910966 = -372619.359066
  nChanged 53
		SP:Iteration 19Q (104835.270000 sec): 3 clusters
  Score: Raw -375335.300514 + Penalty 2689.910966 = -372645.389549
  nChanged 39
		SP:Iteration 20F (104835.430000 sec): 3 clusters
  Score: Raw -375355.902567 + Penalty 2689.910966 = -372665.991601
  nChanged 38
		SP:Iteration 21Q (104835.630000 sec): 3 clusters
  Score: Raw -375377.445309 + Penalty 2689.910966 = -372687.534343
  nChanged 38
		SP:Iteration 22Q (104835.800000 sec): 3 clusters
  Score: Raw -375400.795635 + Penalty 2689.910966 = -372710.884669
  nChanged 35
		SP:Iteration 23Q (104835.960000 sec): 3 clusters
  Score: Raw -375415.446835 + Penalty 2689.910966 = -372725.535869
  nChanged 28
		SP:Iteration 24Q (104836.140000 sec): 3 clusters
  Score: Raw -375430.279181 + Penalty 2689.910966 = -372740.368216
  nChanged 29
		SP:Iteration 25Q (104836.280000 sec): 3 clusters
  Score: Raw -375447.425498 + Penalty 2689.910966 = -372757.514532
  nChanged 23
		SP:Iteration 26Q (104836.530000 sec): 3 clusters
  Score: Raw -375457.233136 + Penalty 2689.910966 = -372767.322170
  nChanged 17
		SP:Iteration 27Q (104836.720000 sec): 3 clusters
  Score: Raw -375463.612800 + Penalty 2689.910966 = -372773.701834
  nChanged 9
		SP:Iteration 28Q (104836.880000 sec): 3 clusters
  Score: Raw -375467.179431 + Penalty 2689.910966 = -372777.268465
  nChanged 6
		SP:Iteration 29Q (104837.100000 sec): 3 clusters
  Score: Raw -375468.994835 + Penalty 2689.910966 = -372779.083869
  nChanged 6
		SP:Iteration 30Q (104837.310000 sec): 3 clusters
  Score: Raw -375470.227840 + Penalty 2689.910966 = -372780.316875
  nChanged 4
		SP:Iteration 31Q (104837.560000 sec): 3 clusters
  Score: Raw -375471.149125 + Penalty 2689.910966 = -372781.238159
  nChanged 1
		SP:Iteration 32Q (104837.750000 sec): 3 clusters
  Score: Raw -375471.317785 + Penalty 2689.910966 = -372781.406819
  nChanged 0
		SP:Iteration 33F (104837.960000 sec): 3 clusters
  Score: Raw -375471.317785 + Penalty 2689.910966 = -372781.406819
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104838.090000 sec): 2 clusters
  Score: Raw -733332.236488 + Penalty 1446.847892 = -731885.388596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104838.330000 sec): 3 clusters
  Score: Raw -729406.037664 + Penalty 2893.695783 = -726512.341881
  nChanged 3109
		SP:Iteration 1F (104838.580000 sec): 3 clusters
  Score: Raw -731115.252231 + Penalty 2893.695783 = -728221.556448
  nChanged 498
		SP:Iteration 2F (104838.820000 sec): 3 clusters
  Score: Raw -731355.915312 + Penalty 2893.695783 = -728462.219529
  nChanged 378
		SP:Iteration 3F (104839.030000 sec): 3 clusters
  Score: Raw -731520.607124 + Penalty 2893.695783 = -728626.911341
  nChanged 282
		SP:Iteration 4Q (104839.310000 sec): 3 clusters
  Score: Raw -731631.586631 + Penalty 2893.695783 = -728737.890847
  nChanged 225
		SP:Iteration 5Q (104839.480000 sec): 3 clusters
  Score: Raw -731717.335648 + Penalty 2893.695783 = -728823.639864
  nChanged 198
		SP:Iteration 6Q (104839.720000 sec): 3 clusters
  Score: Raw -731800.892866 + Penalty 2893.695783 = -728907.197083
  nChanged 206
		SP:Iteration 7Q (104839.930000 sec): 3 clusters
  Score: Raw -731890.242097 + Penalty 2893.695783 = -728996.546314
  nChanged 238
		SP:Iteration 8Q (104840.140000 sec): 3 clusters
  Score: Raw -732007.957570 + Penalty 2893.695783 = -729114.261787
  nChanged 227
		SP:Iteration 9Q (104840.310000 sec): 3 clusters
  Score: Raw -732140.532233 + Penalty 2893.695783 = -729246.836450
  nChanged 228
		SP:Iteration 10Q (104840.560000 sec): 3 clusters
  Score: Raw -732259.622755 + Penalty 2893.695783 = -729365.926971
  nChanged 235
		SP:Iteration 11Q (104840.750000 sec): 3 clusters
  Score: Raw -732371.821231 + Penalty 2893.695783 = -729478.125448
  nChanged 202
		SP:Iteration 12Q (104841.030000 sec): 3 clusters
  Score: Raw -732466.576457 + Penalty 2893.695783 = -729572.880674
  nChanged 194
		SP:Iteration 13Q (104841.240000 sec): 3 clusters
  Score: Raw -732547.870999 + Penalty 2893.695783 = -729654.175216
  nChanged 166
		SP:Iteration 14Q (104841.460000 sec): 3 clusters
  Score: Raw -732615.737321 + Penalty 2893.695783 = -729722.041537
  nChanged 146
		SP:Iteration 15Q (104841.700000 sec): 3 clusters
  Score: Raw -732667.871644 + Penalty 2893.695783 = -729774.175861
  nChanged 121
		SP:Iteration 16Q (104841.970000 sec): 3 clusters
  Score: Raw -732719.609212 + Penalty 2893.695783 = -729825.913429
  nChanged 117
		SP:Iteration 17Q (104842.180000 sec): 3 clusters
  Score: Raw -732756.924294 + Penalty 2893.695783 = -729863.228511
  nChanged 94
		SP:Iteration 18Q (104842.420000 sec): 3 clusters
  Score: Raw -732783.968255 + Penalty 2893.695783 = -729890.272472
  nChanged 71
		SP:Iteration 19Q (104842.640000 sec): 3 clusters
  Score: Raw -732803.281640 + Penalty 2893.695783 = -729909.585857
  nChanged 52
		SP:Iteration 20F (104842.880000 sec): 3 clusters
  Score: Raw -732812.180025 + Penalty 2893.695783 = -729918.484242
  nChanged 33
		SP:Iteration 21Q (104843.090000 sec): 3 clusters
  Score: Raw -732818.221351 + Penalty 2893.695783 = -729924.525568
  nChanged 28
		SP:Iteration 22Q (104843.320000 sec): 3 clusters
  Score: Raw -732823.779143 + Penalty 2893.695783 = -729930.083360
  nChanged 19
		SP:Iteration 23Q (104843.570000 sec): 3 clusters
  Score: Raw -732827.158090 + Penalty 2893.695783 = -729933.462306
  nChanged 21
		SP:Iteration 24Q (104843.810000 sec): 3 clusters
  Score: Raw -732832.080596 + Penalty 2893.695783 = -729938.384813
  nChanged 26
		SP:Iteration 25Q (104844.000000 sec): 3 clusters
  Score: Raw -732837.632242 + Penalty 2893.695783 = -729943.936458
  nChanged 26
		SP:Iteration 26Q (104844.210000 sec): 3 clusters
  Score: Raw -732842.625312 + Penalty 2893.695783 = -729948.929529
  nChanged 24
		SP:Iteration 27Q (104844.420000 sec): 3 clusters
  Score: Raw -732847.161463 + Penalty 2893.695783 = -729953.465679
  nChanged 25
		SP:Iteration 28Q (104844.600000 sec): 3 clusters
  Score: Raw -732853.155966 + Penalty 2893.695783 = -729959.460183
  nChanged 23
		SP:Iteration 29Q (104844.820000 sec): 3 clusters
  Score: Raw -732858.311311 + Penalty 2893.695783 = -729964.615528
  nChanged 28
		SP:Iteration 30Q (104844.980000 sec): 3 clusters
  Score: Raw -732863.118676 + Penalty 2893.695783 = -729969.422893
  nChanged 19
		SP:Iteration 31Q (104845.170000 sec): 3 clusters
  Score: Raw -732866.258899 + Penalty 2893.695783 = -729972.563116
  nChanged 19
		SP:Iteration 32Q (104845.410000 sec): 3 clusters
  Score: Raw -732870.421292 + Penalty 2893.695783 = -729976.725509
  nChanged 21
		SP:Iteration 33Q (104845.600000 sec): 3 clusters
  Score: Raw -732876.239854 + Penalty 2893.695783 = -729982.544071
  nChanged 34
		SP:Iteration 34Q (104845.800000 sec): 3 clusters
  Score: Raw -732884.109459 + Penalty 2893.695783 = -729990.413675
  nChanged 25
		SP:Iteration 35Q (104846.040000 sec): 3 clusters
  Score: Raw -732889.847014 + Penalty 2893.695783 = -729996.151231
  nChanged 27
		SP:Iteration 36Q (104846.270000 sec): 3 clusters
  Score: Raw -732897.431706 + Penalty 2893.695783 = -730003.735923
  nChanged 37
		SP:Iteration 37Q (104846.510000 sec): 3 clusters
  Score: Raw -732907.292030 + Penalty 2893.695783 = -730013.596246
  nChanged 41
		SP:Iteration 38Q (104846.700000 sec): 3 clusters
  Score: Raw -732916.643590 + Penalty 2893.695783 = -730022.947807
  nChanged 39
		SP:Iteration 39Q (104846.900000 sec): 3 clusters
  Score: Raw -732926.968775 + Penalty 2893.695783 = -730033.272992
  nChanged 34
		SP:Iteration 40F (104847.120000 sec): 3 clusters
  Score: Raw -732934.873011 + Penalty 2893.695783 = -730041.177228
  nChanged 39
		SP:Iteration 41Q (104847.340000 sec): 3 clusters
  Score: Raw -732942.704674 + Penalty 2893.695783 = -730049.008891
  nChanged 37
		SP:Iteration 42Q (104847.570000 sec): 3 clusters
  Score: Raw -732953.399934 + Penalty 2893.695783 = -730059.704151
  nChanged 41
		SP:Iteration 43Q (104847.780000 sec): 3 clusters
  Score: Raw -732962.401205 + Penalty 2893.695783 = -730068.705422
  nChanged 37
		SP:Iteration 44Q (104848.020000 sec): 3 clusters
  Score: Raw -732971.187616 + Penalty 2893.695783 = -730077.491833
  nChanged 40
		SP:Iteration 45Q (104848.250000 sec): 3 clusters
  Score: Raw -732980.028668 + Penalty 2893.695783 = -730086.332885
  nChanged 38
		SP:Iteration 46Q (104848.460000 sec): 3 clusters
  Score: Raw -732987.630520 + Penalty 2893.695783 = -730093.934737
  nChanged 39
		SP:Iteration 47Q (104848.730000 sec): 3 clusters
  Score: Raw -732996.461151 + Penalty 2893.695783 = -730102.765368
  nChanged 41
		SP:Iteration 48Q (104848.940000 sec): 3 clusters
  Score: Raw -733004.800416 + Penalty 2893.695783 = -730111.104633
  nChanged 40
		SP:Iteration 49Q (104849.120000 sec): 3 clusters
  Score: Raw -733012.839575 + Penalty 2893.695783 = -730119.143792
  nChanged 39
		SP:Iteration 50Q (104849.330000 sec): 3 clusters
  Score: Raw -733021.794891 + Penalty 2893.695783 = -730128.099108
  nChanged 44
		SP:Iteration 51Q (104849.560000 sec): 3 clusters
  Score: Raw -733031.602709 + Penalty 2893.695783 = -730137.906926
  nChanged 41
		SP:Iteration 52Q (104849.820000 sec): 3 clusters
  Score: Raw -733043.345485 + Penalty 2893.695783 = -730149.649702
  nChanged 45
		SP:Iteration 53Q (104850.070000 sec): 3 clusters
  Score: Raw -733053.937843 + Penalty 2893.695783 = -730160.242060
  nChanged 37
		SP:Iteration 54Q (104850.270000 sec): 3 clusters
  Score: Raw -733061.444644 + Penalty 2893.695783 = -730167.748861
  nChanged 25
		SP:Iteration 55Q (104850.520000 sec): 3 clusters
  Score: Raw -733065.986936 + Penalty 2893.695783 = -730172.291153
  nChanged 23
		SP:Iteration 56Q (104850.760000 sec): 3 clusters
  Score: Raw -733069.774319 + Penalty 2893.695783 = -730176.078536
  nChanged 16
		SP:Iteration 57Q (104850.980000 sec): 3 clusters
  Score: Raw -733073.002125 + Penalty 2893.695783 = -730179.306342
  nChanged 16
		SP:Iteration 58Q (104851.190000 sec): 3 clusters
  Score: Raw -733075.234574 + Penalty 2893.695783 = -730181.538791
  nChanged 13
		SP:Iteration 59Q (104851.390000 sec): 3 clusters
  Score: Raw -733077.839005 + Penalty 2893.695783 = -730184.143222
  nChanged 23
		SP:Iteration 60F (104851.620000 sec): 3 clusters
  Score: Raw -733081.578351 + Penalty 2893.695783 = -730187.882568
  nChanged 18
		SP:Iteration 61Q (104851.860000 sec): 3 clusters
  Score: Raw -733084.179015 + Penalty 2893.695783 = -730190.483232
  nChanged 15
		SP:Iteration 62Q (104852.050000 sec): 3 clusters
  Score: Raw -733086.751489 + Penalty 2893.695783 = -730193.055706
  nChanged 12
		SP:Iteration 63Q (104852.270000 sec): 3 clusters
  Score: Raw -733088.233374 + Penalty 2893.695783 = -730194.537591
  nChanged 13
		SP:Iteration 64Q (104852.470000 sec): 3 clusters
  Score: Raw -733090.594683 + Penalty 2893.695783 = -730196.898900
  nChanged 21
		SP:Iteration 65Q (104852.690000 sec): 3 clusters
  Score: Raw -733094.569835 + Penalty 2893.695783 = -730200.874052
  nChanged 23
		SP:Iteration 66Q (104852.910000 sec): 3 clusters
  Score: Raw -733098.262252 + Penalty 2893.695783 = -730204.566469
  nChanged 13
		SP:Iteration 67Q (104853.150000 sec): 3 clusters
  Score: Raw -733101.227925 + Penalty 2893.695783 = -730207.532142
  nChanged 15
		SP:Iteration 68Q (104853.360000 sec): 3 clusters
  Score: Raw -733104.063925 + Penalty 2893.695783 = -730210.368142
  nChanged 17
		SP:Iteration 69Q (104853.580000 sec): 3 clusters
  Score: Raw -733107.222147 + Penalty 2893.695783 = -730213.526364
  nChanged 12
		SP:Iteration 70Q (104853.820000 sec): 3 clusters
  Score: Raw -733109.347330 + Penalty 2893.695783 = -730215.651546
  nChanged 11
		SP:Iteration 71Q (104853.990000 sec): 3 clusters
  Score: Raw -733110.684333 + Penalty 2893.695783 = -730216.988549
  nChanged 7
		SP:Iteration 72Q (104854.240000 sec): 3 clusters
  Score: Raw -733111.725291 + Penalty 2893.695783 = -730218.029508
  nChanged 10
		SP:Iteration 73Q (104854.470000 sec): 3 clusters
  Score: Raw -733113.437055 + Penalty 2893.695783 = -730219.741272
  nChanged 7
		SP:Iteration 74Q (104854.680000 sec): 3 clusters
  Score: Raw -733115.055221 + Penalty 2893.695783 = -730221.359438
  nChanged 12
		SP:Iteration 75Q (104854.890000 sec): 3 clusters
  Score: Raw -733117.379903 + Penalty 2893.695783 = -730223.684120
  nChanged 11
		SP:Iteration 76Q (104855.080000 sec): 3 clusters
  Score: Raw -733118.987695 + Penalty 2893.695783 = -730225.291912
  nChanged 6
		SP:Iteration 77Q (104855.290000 sec): 3 clusters
  Score: Raw -733119.793877 + Penalty 2893.695783 = -730226.098094
  nChanged 10
		SP:Iteration 78Q (104855.500000 sec): 3 clusters
  Score: Raw -733120.948381 + Penalty 2893.695783 = -730227.252597
  nChanged 6
		SP:Iteration 79Q (104855.730000 sec): 3 clusters
  Score: Raw -733121.291921 + Penalty 2893.695783 = -730227.596137
  nChanged 3
		SP:Iteration 80F (104855.880000 sec): 3 clusters
  Score: Raw -733121.579187 + Penalty 2893.695783 = -730227.883404
  nChanged 1
		SP:Iteration 81Q (104856.090000 sec): 3 clusters
  Score: Raw -733121.812948 + Penalty 2893.695783 = -730228.117165
  nChanged 1
		SP:Iteration 82Q (104856.330000 sec): 3 clusters
  Score: Raw -733121.849709 + Penalty 2893.695783 = -730228.153926
  nChanged 0
		SP:Iteration 83F (104856.490000 sec): 3 clusters
  Score: Raw -733121.849709 + Penalty 2893.695783 = -730228.153926
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104856.630000 sec): 2 clusters
  Score: Raw -1520682.266462 + Penalty 1555.539370 = -1519126.727092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104856.910000 sec): 3 clusters
  Score: Raw -1512351.109309 + Penalty 3111.078741 = -1509240.030569
  nChanged 6367
		SP:Iteration 1F (104857.150000 sec): 3 clusters
  Score: Raw -1515817.376097 + Penalty 3111.078741 = -1512706.297356
  nChanged 740
		SP:Iteration 2F (104857.410000 sec): 3 clusters
  Score: Raw -1516086.960280 + Penalty 3111.078741 = -1512975.881539
  nChanged 657
		SP:Iteration 3Q (104857.700000 sec): 3 clusters
  Score: Raw -1516305.585277 + Penalty 3111.078741 = -1513194.506536
  nChanged 551
		SP:Iteration 4Q (104857.950000 sec): 3 clusters
  Score: Raw -1516494.673968 + Penalty 3111.078741 = -1513383.595227
  nChanged 502
		SP:Iteration 5Q (104858.180000 sec): 3 clusters
  Score: Raw -1516677.233267 + Penalty 3111.078741 = -1513566.154527
  nChanged 501
		SP:Iteration 6Q (104858.450000 sec): 3 clusters
  Score: Raw -1516879.643768 + Penalty 3111.078741 = -1513768.565028
  nChanged 540
		SP:Iteration 7Q (104858.750000 sec): 3 clusters
  Score: Raw -1517141.383172 + Penalty 3111.078741 = -1514030.304431
  nChanged 598
		SP:Iteration 8Q (104858.970000 sec): 3 clusters
  Score: Raw -1517463.565834 + Penalty 3111.078741 = -1514352.487093
  nChanged 674
		SP:Iteration 9Q (104859.210000 sec): 3 clusters
  Score: Raw -1517869.364700 + Penalty 3111.078741 = -1514758.285959
  nChanged 735
		SP:Iteration 10F (104859.460000 sec): 3 clusters
  Score: Raw -1518301.950721 + Penalty 3111.078741 = -1515190.871980
  nChanged 712
		SP:Iteration 11Q (104859.700000 sec): 3 clusters
  Score: Raw -1518744.211596 + Penalty 3111.078741 = -1515633.132856
  nChanged 710
		SP:Iteration 12Q (104859.970000 sec): 3 clusters
  Score: Raw -1519154.542786 + Penalty 3111.078741 = -1516043.464045
  nChanged 610
		SP:Iteration 13Q (104860.230000 sec): 3 clusters
  Score: Raw -1519454.139097 + Penalty 3111.078741 = -1516343.060357
  nChanged 487
		SP:Iteration 14Q (104860.540000 sec): 3 clusters
  Score: Raw -1519644.325823 + Penalty 3111.078741 = -1516533.247083
  nChanged 325
		SP:Iteration 15Q (104860.780000 sec): 3 clusters
  Score: Raw -1519744.141343 + Penalty 3111.078741 = -1516633.062602
  nChanged 238
		SP:Iteration 16Q (104861.020000 sec): 3 clusters
  Score: Raw -1519802.060792 + Penalty 3111.078741 = -1516690.982051
  nChanged 192
		SP:Iteration 17Q (104861.320000 sec): 3 clusters
  Score: Raw -1519852.373786 + Penalty 3111.078741 = -1516741.295046
  nChanged 188
		SP:Iteration 18Q (104861.590000 sec): 3 clusters
  Score: Raw -1519907.822456 + Penalty 3111.078741 = -1516796.743715
  nChanged 195
		SP:Iteration 19Q (104861.900000 sec): 3 clusters
  Score: Raw -1519957.032422 + Penalty 3111.078741 = -1516845.953681
  nChanged 186
		SP:Iteration 20F (104862.180000 sec): 3 clusters
  Score: Raw -1520000.798963 + Penalty 3111.078741 = -1516889.720223
  nChanged 173
		SP:Iteration 21Q (104862.380000 sec): 3 clusters
  Score: Raw -1520039.938716 + Penalty 3111.078741 = -1516928.859976
  nChanged 158
		SP:Iteration 22Q (104862.630000 sec): 3 clusters
  Score: Raw -1520072.670386 + Penalty 3111.078741 = -1516961.591645
  nChanged 157
		SP:Iteration 23Q (104862.900000 sec): 3 clusters
  Score: Raw -1520107.022989 + Penalty 3111.078741 = -1516995.944249
  nChanged 136
		SP:Iteration 24Q (104863.200000 sec): 3 clusters
  Score: Raw -1520135.608247 + Penalty 3111.078741 = -1517024.529506
  nChanged 146
		SP:Iteration 25Q (104863.460000 sec): 3 clusters
  Score: Raw -1520169.716609 + Penalty 3111.078741 = -1517058.637868
  nChanged 151
		SP:Iteration 26Q (104863.640000 sec): 3 clusters
  Score: Raw -1520202.239700 + Penalty 3111.078741 = -1517091.160959
  nChanged 142
		SP:Iteration 27Q (104863.920000 sec): 3 clusters
  Score: Raw -1520230.521065 + Penalty 3111.078741 = -1517119.442325
  nChanged 128
		SP:Iteration 28Q (104864.150000 sec): 3 clusters
  Score: Raw -1520254.688008 + Penalty 3111.078741 = -1517143.609267
  nChanged 118
		SP:Iteration 29Q (104864.440000 sec): 3 clusters
  Score: Raw -1520279.693437 + Penalty 3111.078741 = -1517168.614696
  nChanged 142
		SP:Iteration 30Q (104864.680000 sec): 3 clusters
  Score: Raw -1520308.432381 + Penalty 3111.078741 = -1517197.353640
  nChanged 132
		SP:Iteration 31Q (104864.940000 sec): 3 clusters
  Score: Raw -1520332.706052 + Penalty 3111.078741 = -1517221.627311
  nChanged 117
		SP:Iteration 32Q (104865.160000 sec): 3 clusters
  Score: Raw -1520353.407987 + Penalty 3111.078741 = -1517242.329246
  nChanged 111
		SP:Iteration 33Q (104865.420000 sec): 3 clusters
  Score: Raw -1520375.338305 + Penalty 3111.078741 = -1517264.259564
  nChanged 121
		SP:Iteration 34Q (104865.690000 sec): 3 clusters
  Score: Raw -1520399.282901 + Penalty 3111.078741 = -1517288.204160
  nChanged 105
		SP:Iteration 35Q (104865.910000 sec): 3 clusters
  Score: Raw -1520418.368758 + Penalty 3111.078741 = -1517307.290017
  nChanged 97
		SP:Iteration 36Q (104866.160000 sec): 3 clusters
  Score: Raw -1520436.553682 + Penalty 3111.078741 = -1517325.474941
  nChanged 112
		SP:Iteration 37Q (104866.430000 sec): 3 clusters
  Score: Raw -1520457.827482 + Penalty 3111.078741 = -1517346.748742
  nChanged 110
		SP:Iteration 38Q (104866.730000 sec): 3 clusters
  Score: Raw -1520480.993228 + Penalty 3111.078741 = -1517369.914487
  nChanged 123
		SP:Iteration 39Q (104866.960000 sec): 3 clusters
  Score: Raw -1520509.404585 + Penalty 3111.078741 = -1517398.325845
  nChanged 132
		SP:Iteration 40F (104867.200000 sec): 3 clusters
  Score: Raw -1520540.896324 + Penalty 3111.078741 = -1517429.817583
  nChanged 125
		SP:Iteration 41Q (104867.490000 sec): 3 clusters
  Score: Raw -1520569.166271 + Penalty 3111.078741 = -1517458.087530
  nChanged 120
		SP:Iteration 42Q (104867.730000 sec): 3 clusters
  Score: Raw -1520598.416675 + Penalty 3111.078741 = -1517487.337934
  nChanged 117
		SP:Iteration 43Q (104867.970000 sec): 3 clusters
  Score: Raw -1520625.411862 + Penalty 3111.078741 = -1517514.333122
  nChanged 124
		SP:Iteration 44Q (104868.240000 sec): 3 clusters
  Score: Raw -1520655.246130 + Penalty 3111.078741 = -1517544.167390
  nChanged 112
		SP:Iteration 45Q (104868.540000 sec): 3 clusters
  Score: Raw -1520678.216938 + Penalty 3111.078741 = -1517567.138197
  nChanged 105
		SP:Iteration 46Q (104868.810000 sec): 3 clusters
  Score: Raw -1520702.120868 + Penalty 3111.078741 = -1517591.042127
  nChanged 115
		SP:Iteration 47Q (104869.050000 sec): 3 clusters
  Score: Raw -1520729.739284 + Penalty 3111.078741 = -1517618.660543
  nChanged 114
		SP:Iteration 48Q (104869.310000 sec): 3 clusters
  Score: Raw -1520754.931783 + Penalty 3111.078741 = -1517643.853043
  nChanged 99
		SP:Iteration 49Q (104869.590000 sec): 3 clusters
  Score: Raw -1520777.164535 + Penalty 3111.078741 = -1517666.085794
  nChanged 99
		SP:Iteration 50Q (104869.830000 sec): 3 clusters
  Score: Raw -1520799.696863 + Penalty 3111.078741 = -1517688.618123
  nChanged 86
		SP:Iteration 51Q (104870.080000 sec): 3 clusters
  Score: Raw -1520819.419036 + Penalty 3111.078741 = -1517708.340295
  nChanged 82
		SP:Iteration 52Q (104870.340000 sec): 3 clusters
  Score: Raw -1520838.807385 + Penalty 3111.078741 = -1517727.728644
  nChanged 75
		SP:Iteration 53Q (104870.580000 sec): 3 clusters
  Score: Raw -1520855.337934 + Penalty 3111.078741 = -1517744.259193
  nChanged 79
		SP:Iteration 54Q (104870.840000 sec): 3 clusters
  Score: Raw -1520873.039405 + Penalty 3111.078741 = -1517761.960664
  nChanged 74
		SP:Iteration 55Q (104871.080000 sec): 3 clusters
  Score: Raw -1520889.321216 + Penalty 3111.078741 = -1517778.242476
  nChanged 69
		SP:Iteration 56Q (104871.380000 sec): 3 clusters
  Score: Raw -1520904.901263 + Penalty 3111.078741 = -1517793.822523
  nChanged 60
		SP:Iteration 57Q (104871.600000 sec): 3 clusters
  Score: Raw -1520919.685482 + Penalty 3111.078741 = -1517808.606741
  nChanged 63
		SP:Iteration 58Q (104871.860000 sec): 3 clusters
  Score: Raw -1520936.174252 + Penalty 3111.078741 = -1517825.095511
  nChanged 62
		SP:Iteration 59Q (104872.140000 sec): 3 clusters
  Score: Raw -1520951.020166 + Penalty 3111.078741 = -1517839.941425
  nChanged 43
		SP:Iteration 60F (104872.340000 sec): 3 clusters
  Score: Raw -1520961.647190 + Penalty 3111.078741 = -1517850.568449
  nChanged 48
		SP:Iteration 61Q (104872.620000 sec): 3 clusters
  Score: Raw -1520974.094412 + Penalty 3111.078741 = -1517863.015671
  nChanged 46
		SP:Iteration 62Q (104872.830000 sec): 3 clusters
  Score: Raw -1520983.735905 + Penalty 3111.078741 = -1517872.657164
  nChanged 35
		SP:Iteration 63Q (104873.080000 sec): 3 clusters
  Score: Raw -1520991.819527 + Penalty 3111.078741 = -1517880.740787
  nChanged 35
		SP:Iteration 64Q (104873.350000 sec): 3 clusters
  Score: Raw -1520999.813820 + Penalty 3111.078741 = -1517888.735079
  nChanged 27
		SP:Iteration 65Q (104873.600000 sec): 3 clusters
  Score: Raw -1521005.476984 + Penalty 3111.078741 = -1517894.398243
  nChanged 27
		SP:Iteration 66Q (104873.820000 sec): 3 clusters
  Score: Raw -1521011.537341 + Penalty 3111.078741 = -1517900.458600
  nChanged 25
		SP:Iteration 67Q (104874.090000 sec): 3 clusters
  Score: Raw -1521016.799649 + Penalty 3111.078741 = -1517905.720908
  nChanged 25
		SP:Iteration 68Q (104874.300000 sec): 3 clusters
  Score: Raw -1521023.409689 + Penalty 3111.078741 = -1517912.330948
  nChanged 30
		SP:Iteration 69Q (104874.530000 sec): 3 clusters
  Score: Raw -1521031.239033 + Penalty 3111.078741 = -1517920.160293
  nChanged 31
		SP:Iteration 70Q (104874.750000 sec): 3 clusters
  Score: Raw -1521039.413611 + Penalty 3111.078741 = -1517928.334870
  nChanged 32
		SP:Iteration 71Q (104875.010000 sec): 3 clusters
  Score: Raw -1521049.767070 + Penalty 3111.078741 = -1517938.688329
  nChanged 39
		SP:Iteration 72Q (104875.330000 sec): 3 clusters
  Score: Raw -1521059.511544 + Penalty 3111.078741 = -1517948.432803
  nChanged 32
		SP:Iteration 73Q (104875.560000 sec): 3 clusters
  Score: Raw -1521068.030521 + Penalty 3111.078741 = -1517956.951780
  nChanged 27
		SP:Iteration 74Q (104875.830000 sec): 3 clusters
  Score: Raw -1521073.474134 + Penalty 3111.078741 = -1517962.395393
  nChanged 17
		SP:Iteration 75Q (104876.050000 sec): 3 clusters
  Score: Raw -1521076.523292 + Penalty 3111.078741 = -1517965.444551
  nChanged 12
		SP:Iteration 76Q (104876.270000 sec): 3 clusters
  Score: Raw -1521078.742301 + Penalty 3111.078741 = -1517967.663560
  nChanged 9
		SP:Iteration 77Q (104876.560000 sec): 3 clusters
  Score: Raw -1521080.833429 + Penalty 3111.078741 = -1517969.754689
  nChanged 7
		SP:Iteration 78Q (104876.840000 sec): 3 clusters
  Score: Raw -1521082.285698 + Penalty 3111.078741 = -1517971.206957
  nChanged 7
		SP:Iteration 79Q (104877.120000 sec): 3 clusters
  Score: Raw -1521083.449587 + Penalty 3111.078741 = -1517972.370846
  nChanged 6
		SP:Iteration 80F (104877.390000 sec): 3 clusters
  Score: Raw -1521084.777863 + Penalty 3111.078741 = -1517973.699122
  nChanged 7
		SP:Iteration 81Q (104877.590000 sec): 3 clusters
  Score: Raw -1521086.220304 + Penalty 3111.078741 = -1517975.141563
  nChanged 5
		SP:Iteration 82Q (104877.850000 sec): 3 clusters
  Score: Raw -1521088.078653 + Penalty 3111.078741 = -1517976.999913
  nChanged 8
		SP:Iteration 83Q (104878.080000 sec): 3 clusters
  Score: Raw -1521089.848713 + Penalty 3111.078741 = -1517978.769972
  nChanged 6
		SP:Iteration 84Q (104878.350000 sec): 3 clusters
  Score: Raw -1521090.999547 + Penalty 3111.078741 = -1517979.920806
  nChanged 5
		SP:Iteration 85Q (104878.610000 sec): 3 clusters
  Score: Raw -1521092.224873 + Penalty 3111.078741 = -1517981.146133
  nChanged 7
		SP:Iteration 86Q (104879.000000 sec): 3 clusters
  Score: Raw -1521093.562525 + Penalty 3111.078741 = -1517982.483784
  nChanged 4
		SP:Iteration 87Q (104879.360000 sec): 3 clusters
  Score: Raw -1521094.329525 + Penalty 3111.078741 = -1517983.250784
  nChanged 3
		SP:Iteration 88Q (104879.590000 sec): 3 clusters
  Score: Raw -1521094.777513 + Penalty 3111.078741 = -1517983.698772
  nChanged 1
		SP:Iteration 89Q (104879.910000 sec): 3 clusters
  Score: Raw -1521095.197962 + Penalty 3111.078741 = -1517984.119221
  nChanged 5
		SP:Iteration 90Q (104880.160000 sec): 3 clusters
  Score: Raw -1521096.048512 + Penalty 3111.078741 = -1517984.969771
  nChanged 6
		SP:Iteration 91Q (104880.420000 sec): 3 clusters
  Score: Raw -1521097.165613 + Penalty 3111.078741 = -1517986.086872
  nChanged 6
		SP:Iteration 92Q (104880.640000 sec): 3 clusters
  Score: Raw -1521099.083286 + Penalty 3111.078741 = -1517988.004545
  nChanged 10
		SP:Iteration 93Q (104880.860000 sec): 3 clusters
  Score: Raw -1521101.354009 + Penalty 3111.078741 = -1517990.275269
  nChanged 7
		SP:Iteration 94Q (104881.100000 sec): 3 clusters
  Score: Raw -1521102.955269 + Penalty 3111.078741 = -1517991.876529
  nChanged 3
		SP:Iteration 95Q (104881.330000 sec): 3 clusters
  Score: Raw -1521103.377926 + Penalty 3111.078741 = -1517992.299186
  nChanged 1
		SP:Iteration 96Q (104881.590000 sec): 3 clusters
  Score: Raw -1521103.510540 + Penalty 3111.078741 = -1517992.431800
  nChanged 3
		SP:Iteration 97Q (104881.830000 sec): 3 clusters
  Score: Raw -1521104.506269 + Penalty 3111.078741 = -1517993.427528
  nChanged 6
		SP:Iteration 98Q (104882.080000 sec): 3 clusters
  Score: Raw -1521105.767797 + Penalty 3111.078741 = -1517994.689056
  nChanged 9
		SP:Iteration 99Q (104882.380000 sec): 3 clusters
  Score: Raw -1521107.236291 + Penalty 3111.078741 = -1517996.157551
  nChanged 2
		SP:Iteration 100F (104882.620000 sec): 3 clusters
  Score: Raw -1521107.778072 + Penalty 3111.078741 = -1517996.699332
  nChanged 6
		SP:Iteration 101Q (104882.870000 sec): 3 clusters
  Score: Raw -1521109.106105 + Penalty 3111.078741 = -1517998.027365
  nChanged 6
		SP:Iteration 102Q (104883.140000 sec): 3 clusters
  Score: Raw -1521110.075676 + Penalty 3111.078741 = -1517998.996936
  nChanged 2
		SP:Iteration 103Q (104883.390000 sec): 3 clusters
  Score: Raw -1521110.504793 + Penalty 3111.078741 = -1517999.426053
  nChanged 2
		SP:Iteration 104Q (104883.630000 sec): 3 clusters
  Score: Raw -1521110.800758 + Penalty 3111.078741 = -1517999.722017
  nChanged 5
		SP:Iteration 105Q (104883.930000 sec): 3 clusters
  Score: Raw -1521111.580589 + Penalty 3111.078741 = -1518000.501848
  nChanged 2
		SP:Iteration 106Q (104884.160000 sec): 3 clusters
  Score: Raw -1521111.881590 + Penalty 3111.078741 = -1518000.802850
  nChanged 2
		SP:Iteration 107Q (104884.380000 sec): 3 clusters
  Score: Raw -1521112.381466 + Penalty 3111.078741 = -1518001.302726
  nChanged 3
		SP:Iteration 108Q (104884.640000 sec): 3 clusters
  Score: Raw -1521112.755352 + Penalty 3111.078741 = -1518001.676611
  nChanged 4
		SP:Iteration 109Q (104884.870000 sec): 3 clusters
  Score: Raw -1521113.627622 + Penalty 3111.078741 = -1518002.548881
  nChanged 1
		SP:Iteration 110Q (104885.190000 sec): 3 clusters
  Score: Raw -1521113.744069 + Penalty 3111.078741 = -1518002.665328
  nChanged 0
		SP:Iteration 111F (104885.430000 sec): 3 clusters
  Score: Raw -1521113.744069 + Penalty 3111.078741 = -1518002.665328
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104885.650000 sec): 2 clusters
  Score: Raw -1958393.193213 + Penalty 1588.737581 = -1956804.455632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104885.910000 sec): 3 clusters
  Score: Raw -1947855.226328 + Penalty 3177.475162 = -1944677.751167
  nChanged 7843
		SP:Iteration 1F (104886.200000 sec): 3 clusters
  Score: Raw -1952062.000011 + Penalty 3177.475162 = -1948884.524849
  nChanged 821
		SP:Iteration 2Q (104886.530000 sec): 3 clusters
  Score: Raw -1952332.502804 + Penalty 3177.475162 = -1949155.027643
  nChanged 788
		SP:Iteration 3Q (104886.790000 sec): 3 clusters
  Score: Raw -1952565.263387 + Penalty 3177.475162 = -1949387.788225
  nChanged 632
		SP:Iteration 4Q (104887.130000 sec): 3 clusters
  Score: Raw -1952744.718834 + Penalty 3177.475162 = -1949567.243672
  nChanged 564
		SP:Iteration 5Q (104887.400000 sec): 3 clusters
  Score: Raw -1952915.063399 + Penalty 3177.475162 = -1949737.588238
  nChanged 546
		SP:Iteration 6Q (104887.720000 sec): 3 clusters
  Score: Raw -1953092.162488 + Penalty 3177.475162 = -1949914.687327
  nChanged 554
		SP:Iteration 7Q (104888.020000 sec): 3 clusters
  Score: Raw -1953284.559861 + Penalty 3177.475162 = -1950107.084699
  nChanged 566
		SP:Iteration 8Q (104888.270000 sec): 3 clusters
  Score: Raw -1953503.495103 + Penalty 3177.475162 = -1950326.019941
  nChanged 637
		SP:Iteration 9Q (104888.600000 sec): 3 clusters
  Score: Raw -1953800.589158 + Penalty 3177.475162 = -1950623.113996
  nChanged 732
		SP:Iteration 10Q (104888.890000 sec): 3 clusters
  Score: Raw -1954187.463371 + Penalty 3177.475162 = -1951009.988209
  nChanged 795
		SP:Iteration 11Q (104889.170000 sec): 3 clusters
  Score: Raw -1954670.626985 + Penalty 3177.475162 = -1951493.151824
  nChanged 798
		SP:Iteration 12Q (104889.450000 sec): 3 clusters
  Score: Raw -1955144.759588 + Penalty 3177.475162 = -1951967.284427
  nChanged 699
		SP:Iteration 13Q (104889.710000 sec): 3 clusters
  Score: Raw -1955463.290545 + Penalty 3177.475162 = -1952285.815384
  nChanged 514
		SP:Iteration 14Q (104890.040000 sec): 3 clusters
  Score: Raw -1955643.081410 + Penalty 3177.475162 = -1952465.606248
  nChanged 358
		SP:Iteration 15Q (104890.300000 sec): 3 clusters
  Score: Raw -1955735.649835 + Penalty 3177.475162 = -1952558.174674
  nChanged 244
		SP:Iteration 16Q (104890.580000 sec): 3 clusters
  Score: Raw -1955797.176123 + Penalty 3177.475162 = -1952619.700961
  nChanged 197
		SP:Iteration 17Q (104890.890000 sec): 3 clusters
  Score: Raw -1955845.567794 + Penalty 3177.475162 = -1952668.092632
  nChanged 185
		SP:Iteration 18Q (104891.150000 sec): 3 clusters
  Score: Raw -1955886.993964 + Penalty 3177.475162 = -1952709.518802
  nChanged 157
		SP:Iteration 19Q (104891.390000 sec): 3 clusters
  Score: Raw -1955924.759900 + Penalty 3177.475162 = -1952747.284738
  nChanged 174
		SP:Iteration 20F (104891.650000 sec): 3 clusters
  Score: Raw -1955967.227541 + Penalty 3177.475162 = -1952789.752379
  nChanged 169
		SP:Iteration 21Q (104891.930000 sec): 3 clusters
  Score: Raw -1956005.758833 + Penalty 3177.475162 = -1952828.283671
  nChanged 170
		SP:Iteration 22Q (104892.150000 sec): 3 clusters
  Score: Raw -1956050.309255 + Penalty 3177.475162 = -1952872.834094
  nChanged 183
		SP:Iteration 23Q (104892.400000 sec): 3 clusters
  Score: Raw -1956098.301260 + Penalty 3177.475162 = -1952920.826099
  nChanged 181
		SP:Iteration 24Q (104892.660000 sec): 3 clusters
  Score: Raw -1956145.373397 + Penalty 3177.475162 = -1952967.898235
  nChanged 174
		SP:Iteration 25Q (104892.890000 sec): 3 clusters
  Score: Raw -1956191.829111 + Penalty 3177.475162 = -1953014.353949
  nChanged 193
		SP:Iteration 26Q (104893.170000 sec): 3 clusters
  Score: Raw -1956246.211036 + Penalty 3177.475162 = -1953068.735874
  nChanged 205
		SP:Iteration 27Q (104893.410000 sec): 3 clusters
  Score: Raw -1956303.429911 + Penalty 3177.475162 = -1953125.954749
  nChanged 174
		SP:Iteration 28Q (104893.640000 sec): 3 clusters
  Score: Raw -1956352.281974 + Penalty 3177.475162 = -1953174.806812
  nChanged 179
		SP:Iteration 29Q (104893.880000 sec): 3 clusters
  Score: Raw -1956404.736268 + Penalty 3177.475162 = -1953227.261106
  nChanged 192
		SP:Iteration 30Q (104894.200000 sec): 3 clusters
  Score: Raw -1956462.555126 + Penalty 3177.475162 = -1953285.079964
  nChanged 216
		SP:Iteration 31Q (104894.480000 sec): 3 clusters
  Score: Raw -1956534.211925 + Penalty 3177.475162 = -1953356.736763
  nChanged 221
		SP:Iteration 32Q (104894.710000 sec): 3 clusters
  Score: Raw -1956613.276955 + Penalty 3177.475162 = -1953435.801793
  nChanged 234
		SP:Iteration 33Q (104894.980000 sec): 3 clusters
  Score: Raw -1956703.962893 + Penalty 3177.475162 = -1953526.487731
  nChanged 229
		SP:Iteration 34Q (104895.280000 sec): 3 clusters
  Score: Raw -1956802.093667 + Penalty 3177.475162 = -1953624.618506
  nChanged 238
		SP:Iteration 35Q (104895.530000 sec): 3 clusters
  Score: Raw -1956904.481997 + Penalty 3177.475162 = -1953727.006835
  nChanged 244
		SP:Iteration 36Q (104895.820000 sec): 3 clusters
  Score: Raw -1957017.924640 + Penalty 3177.475162 = -1953840.449479
  nChanged 229
		SP:Iteration 37Q (104896.090000 sec): 3 clusters
  Score: Raw -1957131.516879 + Penalty 3177.475162 = -1953954.041718
  nChanged 247
		SP:Iteration 38Q (104896.340000 sec): 3 clusters
  Score: Raw -1957253.815610 + Penalty 3177.475162 = -1954076.340448
  nChanged 232
		SP:Iteration 39Q (104896.650000 sec): 3 clusters
  Score: Raw -1957380.883586 + Penalty 3177.475162 = -1954203.408424
  nChanged 224
		SP:Iteration 40F (104896.970000 sec): 3 clusters
  Score: Raw -1957504.322316 + Penalty 3177.475162 = -1954326.847154
  nChanged 197
		SP:Iteration 41Q (104897.220000 sec): 3 clusters
  Score: Raw -1957616.733233 + Penalty 3177.475162 = -1954439.258071
  nChanged 189
		SP:Iteration 42Q (104897.530000 sec): 3 clusters
  Score: Raw -1957735.030950 + Penalty 3177.475162 = -1954557.555788
  nChanged 199
		SP:Iteration 43Q (104897.810000 sec): 3 clusters
  Score: Raw -1957866.968585 + Penalty 3177.475162 = -1954689.493423
  nChanged 165
		SP:Iteration 44Q (104898.070000 sec): 3 clusters
  Score: Raw -1957981.540383 + Penalty 3177.475162 = -1954804.065222
  nChanged 150
		SP:Iteration 45Q (104898.330000 sec): 3 clusters
  Score: Raw -1958093.971579 + Penalty 3177.475162 = -1954916.496417
  nChanged 127
		SP:Iteration 46Q (104898.570000 sec): 3 clusters
  Score: Raw -1958201.729844 + Penalty 3177.475162 = -1955024.254682
  nChanged 105
		SP:Iteration 47Q (104898.810000 sec): 3 clusters
  Score: Raw -1958289.965256 + Penalty 3177.475162 = -1955112.490094
  nChanged 94
		SP:Iteration 48Q (104899.090000 sec): 3 clusters
  Score: Raw -1958373.373222 + Penalty 3177.475162 = -1955195.898060
  nChanged 67
		SP:Iteration 49Q (104899.370000 sec): 3 clusters
  Score: Raw -1958434.632363 + Penalty 3177.475162 = -1955257.157201
  nChanged 51
		SP:Iteration 50Q (104899.670000 sec): 3 clusters
  Score: Raw -1958481.225043 + Penalty 3177.475162 = -1955303.749881
  nChanged 28
		SP:Iteration 51Q (104899.950000 sec): 3 clusters
  Score: Raw -1958511.863785 + Penalty 3177.475162 = -1955334.388623
  nChanged 26
		SP:Iteration 52Q (104900.210000 sec): 3 clusters
  Score: Raw -1958538.762471 + Penalty 3177.475162 = -1955361.287309
  nChanged 16
		SP:Iteration 53Q (104900.500000 sec): 3 clusters
  Score: Raw -1958555.214819 + Penalty 3177.475162 = -1955377.739657
  nChanged 11
		SP:Iteration 54Q (104900.700000 sec): 3 clusters
  Score: Raw -1958565.075344 + Penalty 3177.475162 = -1955387.600182
  nChanged 6
		SP:Iteration 55Q (104900.960000 sec): 3 clusters
  Score: Raw -1958569.155445 + Penalty 3177.475162 = -1955391.680283
  nChanged 4
		SP:Iteration 56Q (104901.180000 sec): 3 clusters
  Score: Raw -1958572.962470 + Penalty 3177.475162 = -1955395.487308
  nChanged 3
		SP:Iteration 57Q (104901.440000 sec): 3 clusters
  Score: Raw -1958575.728349 + Penalty 3177.475162 = -1955398.253187
  nChanged 2
		SP:Iteration 58Q (104901.710000 sec): 3 clusters
  Score: Raw -1958577.285691 + Penalty 3177.475162 = -1955399.810529
  nChanged 1
		SP:Iteration 59Q (104901.950000 sec): 3 clusters
  Score: Raw -1958577.871664 + Penalty 3177.475162 = -1955400.396502
  nChanged 1
		SP:Iteration 60F (104902.210000 sec): 3 clusters
  Score: Raw -1958579.111609 + Penalty 3177.475162 = -1955401.636447
  nChanged 2
		SP:Iteration 61Q (104902.430000 sec): 3 clusters
  Score: Raw -1958582.036034 + Penalty 3177.475162 = -1955404.560872
  nChanged 6
		SP:Iteration 62Q (104902.650000 sec): 3 clusters
  Score: Raw -1958588.284651 + Penalty 3177.475162 = -1955410.809489
  nChanged 4
		SP:Iteration 63Q (104902.930000 sec): 3 clusters
  Score: Raw -1958594.078914 + Penalty 3177.475162 = -1955416.603752
  nChanged 3
		SP:Iteration 64Q (104903.180000 sec): 3 clusters
  Score: Raw -1958596.587406 + Penalty 3177.475162 = -1955419.112245
  nChanged 1
		SP:Iteration 65Q (104903.450000 sec): 3 clusters
  Score: Raw -1958597.446064 + Penalty 3177.475162 = -1955419.970902
  nChanged 0
		SP:Iteration 66F (104903.710000 sec): 3 clusters
  Score: Raw -1958597.446064 + Penalty 3177.475162 = -1955419.970902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104903.860000 sec): 2 clusters
  Score: Raw -377990.008849 + Penalty 1344.955483 = -376645.053366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104904.020000 sec): 3 clusters
  Score: Raw -375999.281343 + Penalty 2689.910966 = -373309.370377
  nChanged 1570
		SP:Iteration 1F (104904.220000 sec): 3 clusters
  Score: Raw -377061.436387 + Penalty 2689.910966 = -374371.525421
  nChanged 391
		SP:Iteration 2F (104904.460000 sec): 3 clusters
  Score: Raw -377396.808072 + Penalty 2689.910966 = -374706.897106
  nChanged 290
		SP:Iteration 3F (104904.620000 sec): 3 clusters
  Score: Raw -377638.545104 + Penalty 2689.910966 = -374948.634138
  nChanged 221
		SP:Iteration 4F (104904.850000 sec): 3 clusters
  Score: Raw -377839.217045 + Penalty 2689.910966 = -375149.306079
  nChanged 215
		SP:Iteration 5F (104904.990000 sec): 3 clusters
  Score: Raw -378044.366769 + Penalty 2689.910966 = -375354.455803
  nChanged 195
		SP:Iteration 6Q (104905.210000 sec): 3 clusters
  Score: Raw -378234.681677 + Penalty 2689.910966 = -375544.770711
  nChanged 156
		SP:Iteration 7Q (104905.450000 sec): 3 clusters
  Score: Raw -378381.119525 + Penalty 2689.910966 = -375691.208559
  nChanged 112
		SP:Iteration 8Q (104905.660000 sec): 3 clusters
  Score: Raw -378505.557647 + Penalty 2689.910966 = -375815.646681
  nChanged 102
		SP:Iteration 9Q (104905.870000 sec): 3 clusters
  Score: Raw -378607.131259 + Penalty 2689.910966 = -375917.220293
  nChanged 87
		SP:Iteration 10Q (104906.020000 sec): 3 clusters
  Score: Raw -378673.344998 + Penalty 2689.910966 = -375983.434032
  nChanged 67
		SP:Iteration 11Q (104906.210000 sec): 3 clusters
  Score: Raw -378707.274351 + Penalty 2689.910966 = -376017.363386
  nChanged 39
		SP:Iteration 12Q (104906.400000 sec): 3 clusters
  Score: Raw -378726.220534 + Penalty 2689.910966 = -376036.309568
  nChanged 40
		SP:Iteration 13Q (104906.630000 sec): 3 clusters
  Score: Raw -378742.594282 + Penalty 2689.910966 = -376052.683316
  nChanged 34
		SP:Iteration 14Q (104906.840000 sec): 3 clusters
  Score: Raw -378755.767486 + Penalty 2689.910966 = -376065.856521
  nChanged 26
		SP:Iteration 15Q (104907.070000 sec): 3 clusters
  Score: Raw -378768.200652 + Penalty 2689.910966 = -376078.289686
  nChanged 18
		SP:Iteration 16Q (104907.260000 sec): 3 clusters
  Score: Raw -378774.851164 + Penalty 2689.910966 = -376084.940198
  nChanged 15
		SP:Iteration 17Q (104907.520000 sec): 3 clusters
  Score: Raw -378782.941574 + Penalty 2689.910966 = -376093.030609
  nChanged 14
		SP:Iteration 18Q (104907.700000 sec): 3 clusters
  Score: Raw -378788.472594 + Penalty 2689.910966 = -376098.561628
  nChanged 15
		SP:Iteration 19Q (104907.890000 sec): 3 clusters
  Score: Raw -378794.352575 + Penalty 2689.910966 = -376104.441610
  nChanged 4
		SP:Iteration 20F (104908.140000 sec): 3 clusters
  Score: Raw -378795.952194 + Penalty 2689.910966 = -376106.041228
  nChanged 4
		SP:Iteration 21Q (104908.320000 sec): 3 clusters
  Score: Raw -378797.781992 + Penalty 2689.910966 = -376107.871027
  nChanged 5
		SP:Iteration 22Q (104908.560000 sec): 3 clusters
  Score: Raw -378799.434786 + Penalty 2689.910966 = -376109.523820
  nChanged 3
		SP:Iteration 23Q (104908.730000 sec): 3 clusters
  Score: Raw -378800.843320 + Penalty 2689.910966 = -376110.932354
  nChanged 3
		SP:Iteration 24Q (104908.940000 sec): 3 clusters
  Score: Raw -378801.629564 + Penalty 2689.910966 = -376111.718598
  nChanged 0
		SP:Iteration 25F (104909.130000 sec): 3 clusters
  Score: Raw -378801.629564 + Penalty 2689.910966 = -376111.718598
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104909.270000 sec): 2 clusters
  Score: Raw -1224475.475486 + Penalty 1519.786797 = -1222955.688689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104909.510000 sec): 3 clusters
  Score: Raw -1217870.731360 + Penalty 3039.573595 = -1214831.157765
  nChanged 5045
		SP:Iteration 1F (104909.770000 sec): 3 clusters
  Score: Raw -1220743.054010 + Penalty 3039.573595 = -1217703.480415
  nChanged 791
		SP:Iteration 2F (104910.000000 sec): 3 clusters
  Score: Raw -1221179.409389 + Penalty 3039.573595 = -1218139.835794
  nChanged 713
		SP:Iteration 3F (104910.230000 sec): 3 clusters
  Score: Raw -1221622.341089 + Penalty 3039.573595 = -1218582.767495
  nChanged 695
		SP:Iteration 4F (104910.520000 sec): 3 clusters
  Score: Raw -1222053.951039 + Penalty 3039.573595 = -1219014.377444
  nChanged 628
		SP:Iteration 5F (104910.750000 sec): 3 clusters
  Score: Raw -1222458.379533 + Penalty 3039.573595 = -1219418.805938
  nChanged 560
		SP:Iteration 6Q (104911.010000 sec): 3 clusters
  Score: Raw -1222831.614146 + Penalty 3039.573595 = -1219792.040552
  nChanged 510
		SP:Iteration 7Q (104911.220000 sec): 3 clusters
  Score: Raw -1223161.916131 + Penalty 3039.573595 = -1220122.342536
  nChanged 465
		SP:Iteration 8Q (104911.500000 sec): 3 clusters
  Score: Raw -1223462.079043 + Penalty 3039.573595 = -1220422.505448
  nChanged 395
		SP:Iteration 9Q (104911.710000 sec): 3 clusters
  Score: Raw -1223715.892738 + Penalty 3039.573595 = -1220676.319143
  nChanged 355
		SP:Iteration 10Q (104911.980000 sec): 3 clusters
  Score: Raw -1223944.645522 + Penalty 3039.573595 = -1220905.071927
  nChanged 316
		SP:Iteration 11Q (104912.230000 sec): 3 clusters
  Score: Raw -1224148.946231 + Penalty 3039.573595 = -1221109.372636
  nChanged 258
		SP:Iteration 12Q (104912.470000 sec): 3 clusters
  Score: Raw -1224322.273280 + Penalty 3039.573595 = -1221282.699685
  nChanged 192
		SP:Iteration 13Q (104912.760000 sec): 3 clusters
  Score: Raw -1224441.966423 + Penalty 3039.573595 = -1221402.392828
  nChanged 141
		SP:Iteration 14Q (104912.980000 sec): 3 clusters
  Score: Raw -1224531.476315 + Penalty 3039.573595 = -1221491.902720
  nChanged 104
		SP:Iteration 15Q (104913.190000 sec): 3 clusters
  Score: Raw -1224601.552232 + Penalty 3039.573595 = -1221561.978637
  nChanged 85
		SP:Iteration 16Q (104913.390000 sec): 3 clusters
  Score: Raw -1224655.350790 + Penalty 3039.573595 = -1221615.777195
  nChanged 74
		SP:Iteration 17Q (104913.630000 sec): 3 clusters
  Score: Raw -1224696.196593 + Penalty 3039.573595 = -1221656.622998
  nChanged 51
		SP:Iteration 18Q (104913.850000 sec): 3 clusters
  Score: Raw -1224723.561905 + Penalty 3039.573595 = -1221683.988310
  nChanged 42
		SP:Iteration 19Q (104914.120000 sec): 3 clusters
  Score: Raw -1224751.554335 + Penalty 3039.573595 = -1221711.980741
  nChanged 31
		SP:Iteration 20F (104914.350000 sec): 3 clusters
  Score: Raw -1224771.121893 + Penalty 3039.573595 = -1221731.548298
  nChanged 21
		SP:Iteration 21Q (104914.570000 sec): 3 clusters
  Score: Raw -1224783.339427 + Penalty 3039.573595 = -1221743.765833
  nChanged 20
		SP:Iteration 22Q (104914.790000 sec): 3 clusters
  Score: Raw -1224792.778123 + Penalty 3039.573595 = -1221753.204529
  nChanged 10
		SP:Iteration 23Q (104915.010000 sec): 3 clusters
  Score: Raw -1224797.849430 + Penalty 3039.573595 = -1221758.275836
  nChanged 8
		SP:Iteration 24Q (104915.210000 sec): 3 clusters
  Score: Raw -1224800.964363 + Penalty 3039.573595 = -1221761.390769
  nChanged 11
		SP:Iteration 25Q (104915.450000 sec): 3 clusters
  Score: Raw -1224806.371356 + Penalty 3039.573595 = -1221766.797762
  nChanged 6
		SP:Iteration 26Q (104915.650000 sec): 3 clusters
  Score: Raw -1224809.229411 + Penalty 3039.573595 = -1221769.655816
  nChanged 7
		SP:Iteration 27Q (104915.870000 sec): 3 clusters
  Score: Raw -1224813.080091 + Penalty 3039.573595 = -1221773.506496
  nChanged 4
		SP:Iteration 28Q (104916.110000 sec): 3 clusters
  Score: Raw -1224817.660198 + Penalty 3039.573595 = -1221778.086603
  nChanged 3
		SP:Iteration 29Q (104916.310000 sec): 3 clusters
  Score: Raw -1224818.960791 + Penalty 3039.573595 = -1221779.387196
  nChanged 2
		SP:Iteration 30Q (104916.560000 sec): 3 clusters
  Score: Raw -1224821.818756 + Penalty 3039.573595 = -1221782.245161
  nChanged 5
		SP:Iteration 31Q (104916.720000 sec): 3 clusters
  Score: Raw -1224823.551468 + Penalty 3039.573595 = -1221783.977874
  nChanged 1
		SP:Iteration 32Q (104916.950000 sec): 3 clusters
  Score: Raw -1224824.441914 + Penalty 3039.573595 = -1221784.868319
  nChanged 2
		SP:Iteration 33Q (104917.160000 sec): 3 clusters
  Score: Raw -1224825.383793 + Penalty 3039.573595 = -1221785.810199
  nChanged 1
		SP:Iteration 34Q (104917.380000 sec): 3 clusters
  Score: Raw -1224825.569748 + Penalty 3039.573595 = -1221785.996153
  nChanged 1
		SP:Iteration 35Q (104917.590000 sec): 3 clusters
  Score: Raw -1224825.942552 + Penalty 3039.573595 = -1221786.368958
  nChanged 1
		SP:Iteration 36Q (104917.780000 sec): 3 clusters
  Score: Raw -1224826.311317 + Penalty 3039.573595 = -1221786.737722
  nChanged 0
		SP:Iteration 37F (104917.940000 sec): 3 clusters
  Score: Raw -1224826.311317 + Penalty 3039.573595 = -1221786.737722
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104918.080000 sec): 2 clusters
  Score: Raw -500199.990979 + Penalty 1368.181809 = -498831.809170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104918.220000 sec): 3 clusters
  Score: Raw -497850.061544 + Penalty 2736.363618 = -495113.697927
  nChanged 1794
		SP:Iteration 1F (104918.420000 sec): 3 clusters
  Score: Raw -498808.848121 + Penalty 2736.363618 = -496072.484503
  nChanged 311
		SP:Iteration 2F (104918.570000 sec): 3 clusters
  Score: Raw -498989.218400 + Penalty 2736.363618 = -496252.854783
  nChanged 235
		SP:Iteration 3F (104918.790000 sec): 3 clusters
  Score: Raw -499124.271901 + Penalty 2736.363618 = -496387.908284
  nChanged 212
		SP:Iteration 4Q (104918.960000 sec): 3 clusters
  Score: Raw -499238.371778 + Penalty 2736.363618 = -496502.008160
  nChanged 183
		SP:Iteration 5Q (104919.120000 sec): 3 clusters
  Score: Raw -499329.193778 + Penalty 2736.363618 = -496592.830161
  nChanged 156
		SP:Iteration 6Q (104919.300000 sec): 3 clusters
  Score: Raw -499411.671267 + Penalty 2736.363618 = -496675.307649
  nChanged 165
		SP:Iteration 7Q (104919.500000 sec): 3 clusters
  Score: Raw -499505.296173 + Penalty 2736.363618 = -496768.932555
  nChanged 171
		SP:Iteration 8Q (104919.640000 sec): 3 clusters
  Score: Raw -499595.370372 + Penalty 2736.363618 = -496859.006754
  nChanged 128
		SP:Iteration 9Q (104919.850000 sec): 3 clusters
  Score: Raw -499667.535878 + Penalty 2736.363618 = -496931.172260
  nChanged 132
		SP:Iteration 10Q (104920.020000 sec): 3 clusters
  Score: Raw -499743.640254 + Penalty 2736.363618 = -497007.276637
  nChanged 127
		SP:Iteration 11Q (104920.210000 sec): 3 clusters
  Score: Raw -499827.212895 + Penalty 2736.363618 = -497090.849277
  nChanged 122
		SP:Iteration 12Q (104920.410000 sec): 3 clusters
  Score: Raw -499897.659782 + Penalty 2736.363618 = -497161.296164
  nChanged 107
		SP:Iteration 13Q (104920.620000 sec): 3 clusters
  Score: Raw -499970.559742 + Penalty 2736.363618 = -497234.196124
  nChanged 93
		SP:Iteration 14Q (104920.820000 sec): 3 clusters
  Score: Raw -500026.227097 + Penalty 2736.363618 = -497289.863479
  nChanged 87
		SP:Iteration 15Q (104921.000000 sec): 3 clusters
  Score: Raw -500082.501886 + Penalty 2736.363618 = -497346.138268
  nChanged 59
		SP:Iteration 16Q (104921.240000 sec): 3 clusters
  Score: Raw -500127.484662 + Penalty 2736.363618 = -497391.121044
  nChanged 53
		SP:Iteration 17Q (104921.440000 sec): 3 clusters
  Score: Raw -500157.384662 + Penalty 2736.363618 = -497421.021044
  nChanged 38
		SP:Iteration 18Q (104921.630000 sec): 3 clusters
  Score: Raw -500172.272954 + Penalty 2736.363618 = -497435.909336
  nChanged 28
		SP:Iteration 19Q (104921.860000 sec): 3 clusters
  Score: Raw -500185.768841 + Penalty 2736.363618 = -497449.405223
  nChanged 27
		SP:Iteration 20F (104922.100000 sec): 3 clusters
  Score: Raw -500197.999164 + Penalty 2736.363618 = -497461.635546
  nChanged 24
		SP:Iteration 21Q (104922.260000 sec): 3 clusters
  Score: Raw -500208.391322 + Penalty 2736.363618 = -497472.027704
  nChanged 18
		SP:Iteration 22Q (104922.440000 sec): 3 clusters
  Score: Raw -500214.323589 + Penalty 2736.363618 = -497477.959971
  nChanged 9
		SP:Iteration 23Q (104922.630000 sec): 3 clusters
  Score: Raw -500217.465044 + Penalty 2736.363618 = -497481.101426
  nChanged 7
		SP:Iteration 24Q (104922.860000 sec): 3 clusters
  Score: Raw -500220.841083 + Penalty 2736.363618 = -497484.477465
  nChanged 10
		SP:Iteration 25Q (104923.010000 sec): 3 clusters
  Score: Raw -500224.597024 + Penalty 2736.363618 = -497488.233406
  nChanged 10
		SP:Iteration 26Q (104923.220000 sec): 3 clusters
  Score: Raw -500228.341298 + Penalty 2736.363618 = -497491.977681
  nChanged 5
		SP:Iteration 27Q (104923.420000 sec): 3 clusters
  Score: Raw -500230.160538 + Penalty 2736.363618 = -497493.796920
  nChanged 7
		SP:Iteration 28Q (104923.580000 sec): 3 clusters
  Score: Raw -500232.661527 + Penalty 2736.363618 = -497496.297909
  nChanged 5
		SP:Iteration 29Q (104923.800000 sec): 3 clusters
  Score: Raw -500234.409844 + Penalty 2736.363618 = -497498.046227
  nChanged 4
		SP:Iteration 30Q (104924.010000 sec): 3 clusters
  Score: Raw -500235.947391 + Penalty 2736.363618 = -497499.583774
  nChanged 4
		SP:Iteration 31Q (104924.180000 sec): 3 clusters
  Score: Raw -500237.255770 + Penalty 2736.363618 = -497500.892153
  nChanged 5
		SP:Iteration 32Q (104924.340000 sec): 3 clusters
  Score: Raw -500239.024897 + Penalty 2736.363618 = -497502.661279
  nChanged 5
		SP:Iteration 33Q (104924.490000 sec): 3 clusters
  Score: Raw -500240.178255 + Penalty 2736.363618 = -497503.814637
  nChanged 1
		SP:Iteration 34Q (104924.710000 sec): 3 clusters
  Score: Raw -500240.515843 + Penalty 2736.363618 = -497504.152226
  nChanged 0
		SP:Iteration 35F (104924.930000 sec): 3 clusters
  Score: Raw -500240.515843 + Penalty 2736.363618 = -497504.152226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (4016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104925.020000 sec): 2 clusters
  Score: Raw -440462.674585 + Penalty 1348.431770 = -439114.242815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104925.270000 sec): 3 clusters
  Score: Raw -438422.991344 + Penalty 2696.863540 = -435726.127804
  nChanged 1598
		SP:Iteration 1F (104925.450000 sec): 3 clusters
  Score: Raw -439263.501980 + Penalty 2696.863540 = -436566.638440
  nChanged 257
		SP:Iteration 2F (104925.650000 sec): 3 clusters
  Score: Raw -439398.876939 + Penalty 2696.863540 = -436702.013399
  nChanged 170
		SP:Iteration 3Q (104925.830000 sec): 3 clusters
  Score: Raw -439481.994520 + Penalty 2696.863540 = -436785.130981
  nChanged 147
		SP:Iteration 4Q (104926.040000 sec): 3 clusters
  Score: Raw -439543.463951 + Penalty 2696.863540 = -436846.600412
  nChanged 108
		SP:Iteration 5Q (104926.180000 sec): 3 clusters
  Score: Raw -439579.677073 + Penalty 2696.863540 = -436882.813534
  nChanged 80
		SP:Iteration 6Q (104926.400000 sec): 3 clusters
  Score: Raw -439608.231510 + Penalty 2696.863540 = -436911.367970
  nChanged 62
		SP:Iteration 7Q (104926.620000 sec): 3 clusters
  Score: Raw -439629.650478 + Penalty 2696.863540 = -436932.786938
  nChanged 49
		SP:Iteration 8Q (104926.800000 sec): 3 clusters
  Score: Raw -439645.781277 + Penalty 2696.863540 = -436948.917737
  nChanged 50
		SP:Iteration 9Q (104927.040000 sec): 3 clusters
  Score: Raw -439660.429434 + Penalty 2696.863540 = -436963.565894
  nChanged 35
		SP:Iteration 10Q (104927.230000 sec): 3 clusters
  Score: Raw -439671.868530 + Penalty 2696.863540 = -436975.004990
  nChanged 42
		SP:Iteration 11Q (104927.470000 sec): 3 clusters
  Score: Raw -439686.169346 + Penalty 2696.863540 = -436989.305806
  nChanged 41
		SP:Iteration 12Q (104927.710000 sec): 3 clusters
  Score: Raw -439699.585418 + Penalty 2696.863540 = -437002.721878
  nChanged 37
		SP:Iteration 13Q (104927.880000 sec): 3 clusters
  Score: Raw -439713.805036 + Penalty 2696.863540 = -437016.941496
  nChanged 40
		SP:Iteration 14Q (104928.050000 sec): 3 clusters
  Score: Raw -439728.549652 + Penalty 2696.863540 = -437031.686112
  nChanged 47
		SP:Iteration 15Q (104928.260000 sec): 3 clusters
  Score: Raw -439746.303018 + Penalty 2696.863540 = -437049.439478
  nChanged 57
		SP:Iteration 16Q (104928.480000 sec): 3 clusters
  Score: Raw -439764.756374 + Penalty 2696.863540 = -437067.892834
  nChanged 45
		SP:Iteration 17Q (104928.680000 sec): 3 clusters
  Score: Raw -439780.753052 + Penalty 2696.863540 = -437083.889512
  nChanged 49
		SP:Iteration 18Q (104928.860000 sec): 3 clusters
  Score: Raw -439795.941077 + Penalty 2696.863540 = -437099.077537
  nChanged 42
		SP:Iteration 19Q (104929.030000 sec): 3 clusters
  Score: Raw -439811.509786 + Penalty 2696.863540 = -437114.646246
  nChanged 46
		SP:Iteration 20F (104929.210000 sec): 3 clusters
  Score: Raw -439828.348457 + Penalty 2696.863540 = -437131.484917
  nChanged 40
		SP:Iteration 21Q (104929.380000 sec): 3 clusters
  Score: Raw -439843.647815 + Penalty 2696.863540 = -437146.784275
  nChanged 41
		SP:Iteration 22Q (104929.570000 sec): 3 clusters
  Score: Raw -439857.849018 + Penalty 2696.863540 = -437160.985478
  nChanged 39
		SP:Iteration 23Q (104929.770000 sec): 3 clusters
  Score: Raw -439871.784733 + Penalty 2696.863540 = -437174.921193
  nChanged 46
		SP:Iteration 24Q (104930.020000 sec): 3 clusters
  Score: Raw -439886.746785 + Penalty 2696.863540 = -437189.883245
  nChanged 38
		SP:Iteration 25Q (104930.170000 sec): 3 clusters
  Score: Raw -439897.466313 + Penalty 2696.863540 = -437200.602773
  nChanged 43
		SP:Iteration 26Q (104930.380000 sec): 3 clusters
  Score: Raw -439911.067673 + Penalty 2696.863540 = -437214.204133
  nChanged 37
		SP:Iteration 27Q (104930.610000 sec): 3 clusters
  Score: Raw -439922.628884 + Penalty 2696.863540 = -437225.765344
  nChanged 41
		SP:Iteration 28Q (104930.780000 sec): 3 clusters
  Score: Raw -439935.091746 + Penalty 2696.863540 = -437238.228206
  nChanged 43
		SP:Iteration 29Q (104930.990000 sec): 3 clusters
  Score: Raw -439952.756606 + Penalty 2696.863540 = -437255.893066
  nChanged 53
		SP:Iteration 30Q (104931.210000 sec): 3 clusters
  Score: Raw -439978.026476 + Penalty 2696.863540 = -437281.162936
  nChanged 67
		SP:Iteration 31Q (104931.370000 sec): 3 clusters
  Score: Raw -440013.730982 + Penalty 2696.863540 = -437316.867442
  nChanged 70
		SP:Iteration 32Q (104931.630000 sec): 3 clusters
  Score: Raw -440056.058748 + Penalty 2696.863540 = -437359.195208
  nChanged 63
		SP:Iteration 33Q (104931.810000 sec): 3 clusters
  Score: Raw -440093.999247 + Penalty 2696.863540 = -437397.135708
  nChanged 71
		SP:Iteration 34Q (104932.000000 sec): 3 clusters
  Score: Raw -440139.520828 + Penalty 2696.863540 = -437442.657288
  nChanged 62
		SP:Iteration 35Q (104932.170000 sec): 3 clusters
  Score: Raw -440182.235211 + Penalty 2696.863540 = -437485.371671
  nChanged 74
		SP:Iteration 36Q (104932.360000 sec): 3 clusters
  Score: Raw -440230.471740 + Penalty 2696.863540 = -437533.608200
  nChanged 78
		SP:Iteration 37Q (104932.550000 sec): 3 clusters
  Score: Raw -440287.822263 + Penalty 2696.863540 = -437590.958723
  nChanged 79
		SP:Iteration 38Q (104932.750000 sec): 3 clusters
  Score: Raw -440347.438125 + Penalty 2696.863540 = -437650.574585
  nChanged 60
		SP:Iteration 39Q (104932.940000 sec): 3 clusters
  Score: Raw -440392.259829 + Penalty 2696.863540 = -437695.396289
  nChanged 49
		SP:Iteration 40F (104933.150000 sec): 3 clusters
  Score: Raw -440431.189685 + Penalty 2696.863540 = -437734.326145
  nChanged 43
		SP:Iteration 41Q (104933.320000 sec): 3 clusters
  Score: Raw -440468.631133 + Penalty 2696.863540 = -437771.767593
  nChanged 39
		SP:Iteration 42Q (104933.560000 sec): 3 clusters
  Score: Raw -440505.694512 + Penalty 2696.863540 = -437808.830972
  nChanged 28
		SP:Iteration 43Q (104933.810000 sec): 3 clusters
  Score: Raw -440531.174453 + Penalty 2696.863540 = -437834.310913
  nChanged 19
		SP:Iteration 44Q (104934.030000 sec): 3 clusters
  Score: Raw -440546.527092 + Penalty 2696.863540 = -437849.663552
  nChanged 21
		SP:Iteration 45Q (104934.190000 sec): 3 clusters
  Score: Raw -440561.446793 + Penalty 2696.863540 = -437864.583253
  nChanged 18
		SP:Iteration 46Q (104934.440000 sec): 3 clusters
  Score: Raw -440577.607240 + Penalty 2696.863540 = -437880.743700
  nChanged 11
		SP:Iteration 47Q (104934.690000 sec): 3 clusters
  Score: Raw -440585.997172 + Penalty 2696.863540 = -437889.133632
  nChanged 7
		SP:Iteration 48Q (104934.860000 sec): 3 clusters
  Score: Raw -440589.986987 + Penalty 2696.863540 = -437893.123447
  nChanged 3
		SP:Iteration 49Q (104935.060000 sec): 3 clusters
  Score: Raw -440593.809895 + Penalty 2696.863540 = -437896.946355
  nChanged 5
		SP:Iteration 50Q (104935.230000 sec): 3 clusters
  Score: Raw -440598.017090 + Penalty 2696.863540 = -437901.153550
  nChanged 5
		SP:Iteration 51Q (104935.360000 sec): 3 clusters
  Score: Raw -440601.371627 + Penalty 2696.863540 = -437904.508087
  nChanged 3
		SP:Iteration 52Q (104935.550000 sec): 3 clusters
  Score: Raw -440603.817317 + Penalty 2696.863540 = -437906.953777
  nChanged 3
		SP:Iteration 53Q (104935.710000 sec): 3 clusters
  Score: Raw -440606.874045 + Penalty 2696.863540 = -437910.010505
  nChanged 3
		SP:Iteration 54Q (104935.890000 sec): 3 clusters
  Score: Raw -440610.547886 + Penalty 2696.863540 = -437913.684346
  nChanged 2
		SP:Iteration 55Q (104936.040000 sec): 3 clusters
  Score: Raw -440612.465720 + Penalty 2696.863540 = -437915.602180
  nChanged 4
		SP:Iteration 56Q (104936.230000 sec): 3 clusters
  Score: Raw -440615.095361 + Penalty 2696.863540 = -437918.231821
  nChanged 1
		SP:Iteration 57Q (104936.440000 sec): 3 clusters
  Score: Raw -440616.564793 + Penalty 2696.863540 = -437919.701253
  nChanged 2
		SP:Iteration 58Q (104936.600000 sec): 3 clusters
  Score: Raw -440617.800017 + Penalty 2696.863540 = -437920.936477
  nChanged 3
		SP:Iteration 59Q (104936.780000 sec): 3 clusters
  Score: Raw -440620.498787 + Penalty 2696.863540 = -437923.635247
  nChanged 2
		SP:Iteration 60F (104936.970000 sec): 3 clusters
  Score: Raw -440622.094710 + Penalty 2696.863540 = -437925.231170
  nChanged 3
		SP:Iteration 61Q (104937.160000 sec): 3 clusters
  Score: Raw -440624.458662 + Penalty 2696.863540 = -437927.595122
  nChanged 2
		SP:Iteration 62Q (104937.370000 sec): 3 clusters
  Score: Raw -440628.558114 + Penalty 2696.863540 = -437931.694574
  nChanged 5
		SP:Iteration 63Q (104937.590000 sec): 3 clusters
  Score: Raw -440635.876588 + Penalty 2696.863540 = -437939.013048
  nChanged 3
		SP:Iteration 64Q (104937.840000 sec): 3 clusters
  Score: Raw -440639.245657 + Penalty 2696.863540 = -437942.382117
  nChanged 4
		SP:Iteration 65Q (104938.040000 sec): 3 clusters
  Score: Raw -440642.687311 + Penalty 2696.863540 = -437945.823771
  nChanged 2
		SP:Iteration 66Q (104938.220000 sec): 3 clusters
  Score: Raw -440645.167373 + Penalty 2696.863540 = -437948.303833
  nChanged 2
		SP:Iteration 67Q (104938.380000 sec): 3 clusters
  Score: Raw -440650.496555 + Penalty 2696.863540 = -437953.633015
  nChanged 3
		SP:Iteration 68Q (104938.590000 sec): 3 clusters
  Score: Raw -440654.259722 + Penalty 2696.863540 = -437957.396182
  nChanged 3
		SP:Iteration 69Q (104938.810000 sec): 3 clusters
  Score: Raw -440657.412472 + Penalty 2696.863540 = -437960.548933
  nChanged 2
		SP:Iteration 70Q (104939.040000 sec): 3 clusters
  Score: Raw -440659.610664 + Penalty 2696.863540 = -437962.747124
  nChanged 3
		SP:Iteration 71Q (104939.290000 sec): 3 clusters
  Score: Raw -440661.808054 + Penalty 2696.863540 = -437964.944514
  nChanged 1
		SP:Iteration 72Q (104939.570000 sec): 3 clusters
  Score: Raw -440662.886650 + Penalty 2696.863540 = -437966.023110
  nChanged 1
		SP:Iteration 73Q (104939.800000 sec): 3 clusters
  Score: Raw -440663.891182 + Penalty 2696.863540 = -437967.027642
  nChanged 0
		SP:Iteration 74F (104940.020000 sec): 3 clusters
  Score: Raw -440663.891182 + Penalty 2696.863540 = -437967.027642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (75380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104940.420000 sec): 2 clusters
  Score: Raw -7829364.269295 + Penalty 1824.923306 = -7827539.345989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104940.960000 sec): 3 clusters
  Score: Raw -7780954.169101 + Penalty 3649.846612 = -7777304.322489
  nChanged 35727
		SP:Iteration 1F (104941.510000 sec): 3 clusters
  Score: Raw -7801299.139165 + Penalty 3649.846612 = -7797649.292554
  nChanged 2476
		SP:Iteration 2Q (104942.110000 sec): 3 clusters
  Score: Raw -7801969.141965 + Penalty 3649.846612 = -7798319.295353
  nChanged 2836
		SP:Iteration 3Q (104942.680000 sec): 3 clusters
  Score: Raw -7802849.146042 + Penalty 3649.846612 = -7799199.299430
  nChanged 3170
		SP:Iteration 4Q (104943.310000 sec): 3 clusters
  Score: Raw -7804037.371698 + Penalty 3649.846612 = -7800387.525087
  nChanged 3744
		SP:Iteration 5Q (104943.890000 sec): 3 clusters
  Score: Raw -7805780.208313 + Penalty 3649.846612 = -7802130.361701
  nChanged 4472
		SP:Iteration 6F (104944.490000 sec): 3 clusters
  Score: Raw -7808416.694753 + Penalty 3649.846612 = -7804766.848142
  nChanged 5291
		SP:Iteration 7F (104945.060000 sec): 3 clusters
  Score: Raw -7812324.435026 + Penalty 3649.846612 = -7808674.588414
  nChanged 5599
		SP:Iteration 8F (104945.650000 sec): 3 clusters
  Score: Raw -7817131.189768 + Penalty 3649.846612 = -7813481.343156
  nChanged 4970
		SP:Iteration 9F (104946.150000 sec): 3 clusters
  Score: Raw -7821728.431385 + Penalty 3649.846612 = -7818078.584773
  nChanged 3598
		SP:Iteration 10Q (104946.810000 sec): 3 clusters
  Score: Raw -7825089.253275 + Penalty 3649.846612 = -7821439.406663
  nChanged 2258
		SP:Iteration 11Q (104947.380000 sec): 3 clusters
  Score: Raw -7827120.828657 + Penalty 3649.846612 = -7823470.982045
  nChanged 1323
		SP:Iteration 12Q (104947.940000 sec): 3 clusters
  Score: Raw -7828198.501856 + Penalty 3649.846612 = -7824548.655245
  nChanged 806
		SP:Iteration 13Q (104948.460000 sec): 3 clusters
  Score: Raw -7828788.156628 + Penalty 3649.846612 = -7825138.310017
  nChanged 493
		SP:Iteration 14Q (104948.960000 sec): 3 clusters
  Score: Raw -7829101.301322 + Penalty 3649.846612 = -7825451.454710
  nChanged 322
		SP:Iteration 15Q (104949.440000 sec): 3 clusters
  Score: Raw -7829296.612421 + Penalty 3649.846612 = -7825646.765809
  nChanged 212
		SP:Iteration 16Q (104949.940000 sec): 3 clusters
  Score: Raw -7829427.057519 + Penalty 3649.846612 = -7825777.210907
  nChanged 145
		SP:Iteration 17Q (104950.400000 sec): 3 clusters
  Score: Raw -7829509.065034 + Penalty 3649.846612 = -7825859.218422
  nChanged 103
		SP:Iteration 18Q (104950.810000 sec): 3 clusters
  Score: Raw -7829563.335885 + Penalty 3649.846612 = -7825913.489273
  nChanged 78
		SP:Iteration 19Q (104951.250000 sec): 3 clusters
  Score: Raw -7829605.895288 + Penalty 3649.846612 = -7825956.048676
  nChanged 57
		SP:Iteration 20F (104951.730000 sec): 3 clusters
  Score: Raw -7829643.501820 + Penalty 3649.846612 = -7825993.655208
  nChanged 49
		SP:Iteration 21Q (104952.170000 sec): 3 clusters
  Score: Raw -7829676.254628 + Penalty 3649.846612 = -7826026.408016
  nChanged 43
		SP:Iteration 22Q (104952.640000 sec): 3 clusters
  Score: Raw -7829701.105267 + Penalty 3649.846612 = -7826051.258655
  nChanged 28
		SP:Iteration 23Q (104953.100000 sec): 3 clusters
  Score: Raw -7829716.562173 + Penalty 3649.846612 = -7826066.715561
  nChanged 28
		SP:Iteration 24Q (104953.560000 sec): 3 clusters
  Score: Raw -7829731.116341 + Penalty 3649.846612 = -7826081.269729
  nChanged 14
		SP:Iteration 25Q (104954.040000 sec): 3 clusters
  Score: Raw -7829738.472450 + Penalty 3649.846612 = -7826088.625838
  nChanged 11
		SP:Iteration 26Q (104954.510000 sec): 3 clusters
  Score: Raw -7829744.656931 + Penalty 3649.846612 = -7826094.810319
  nChanged 6
		SP:Iteration 27Q (104954.960000 sec): 3 clusters
  Score: Raw -7829750.359553 + Penalty 3649.846612 = -7826100.512941
  nChanged 12
		SP:Iteration 28Q (104955.450000 sec): 3 clusters
  Score: Raw -7829759.017260 + Penalty 3649.846612 = -7826109.170648
  nChanged 10
		SP:Iteration 29Q (104955.940000 sec): 3 clusters
  Score: Raw -7829763.926640 + Penalty 3649.846612 = -7826114.080029
  nChanged 6
		SP:Iteration 30Q (104956.380000 sec): 3 clusters
  Score: Raw -7829767.604974 + Penalty 3649.846612 = -7826117.758362
  nChanged 8
		SP:Iteration 31Q (104956.840000 sec): 3 clusters
  Score: Raw -7829771.520315 + Penalty 3649.846612 = -7826121.673704
  nChanged 8
		SP:Iteration 32Q (104957.280000 sec): 3 clusters
  Score: Raw -7829775.229511 + Penalty 3649.846612 = -7826125.382899
  nChanged 5
		SP:Iteration 33Q (104957.760000 sec): 3 clusters
  Score: Raw -7829777.386101 + Penalty 3649.846612 = -7826127.539490
  nChanged 2
		SP:Iteration 34Q (104958.240000 sec): 3 clusters
  Score: Raw -7829779.853691 + Penalty 3649.846612 = -7826130.007080
  nChanged 4
		SP:Iteration 35Q (104958.680000 sec): 3 clusters
  Score: Raw -7829781.032363 + Penalty 3649.846612 = -7826131.185751
  nChanged 1
		SP:Iteration 36Q (104959.140000 sec): 3 clusters
  Score: Raw -7829781.574688 + Penalty 3649.846612 = -7826131.728076
  nChanged 3
		SP:Iteration 37Q (104959.680000 sec): 3 clusters
  Score: Raw -7829783.499088 + Penalty 3649.846612 = -7826133.652476
  nChanged 1
		SP:Iteration 38Q (104960.140000 sec): 3 clusters
  Score: Raw -7829784.299884 + Penalty 3649.846612 = -7826134.453272
  nChanged 1
		SP:Iteration 39Q (104960.610000 sec): 3 clusters
  Score: Raw -7829784.879474 + Penalty 3649.846612 = -7826135.032863
  nChanged 2
		SP:Iteration 40F (104961.140000 sec): 3 clusters
  Score: Raw -7829785.923783 + Penalty 3649.846612 = -7826136.077171
  nChanged 1
		SP:Iteration 41Q (104961.590000 sec): 3 clusters
  Score: Raw -7829786.094581 + Penalty 3649.846612 = -7826136.247970
  nChanged 1
		SP:Iteration 42Q (104962.120000 sec): 3 clusters
  Score: Raw -7829786.416416 + Penalty 3649.846612 = -7826136.569805
  nChanged 1
		SP:Iteration 43Q (104962.690000 sec): 3 clusters
  Score: Raw -7829786.671006 + Penalty 3649.846612 = -7826136.824394
  nChanged 0
		SP:Iteration 44F (104963.210000 sec): 3 clusters
  Score: Raw -7829786.671006 + Penalty 3649.846612 = -7826136.824394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104963.380000 sec): 2 clusters
  Score: Raw -18452.043831 + Penalty 875.724156 = -17576.319675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104963.500000 sec): 3 clusters
  Score: Raw -18601.473617 + Penalty 1751.448312 = -16850.025305
  nChanged 38
		SP:Iteration 1F (104963.690000 sec): 3 clusters
  Score: Raw -18722.522845 + Penalty 1751.448312 = -16971.074532
  nChanged 15
		SP:Iteration 2F (104963.890000 sec): 3 clusters
  Score: Raw -18794.459928 + Penalty 1751.448312 = -17043.011616
  nChanged 8
		SP:Iteration 3Q (104964.100000 sec): 3 clusters
  Score: Raw -18841.843359 + Penalty 1751.448312 = -17090.395047
  nChanged 5
		SP:Iteration 4Q (104964.280000 sec): 3 clusters
  Score: Raw -18857.108411 + Penalty 1751.448312 = -17105.660099
  nChanged 4
		SP:Iteration 5Q (104964.450000 sec): 3 clusters
  Score: Raw -18867.312969 + Penalty 1751.448312 = -17115.864657
  nChanged 1
		SP:Iteration 6Q (104964.720000 sec): 3 clusters
  Score: Raw -18869.062347 + Penalty 1751.448312 = -17117.614034
  nChanged 2
		SP:Iteration 7Q (104964.910000 sec): 3 clusters
  Score: Raw -18876.902698 + Penalty 1751.448312 = -17125.454385
  nChanged 2
		SP:Iteration 8Q (104965.110000 sec): 3 clusters
  Score: Raw -18881.495523 + Penalty 1751.448312 = -17130.047211
  nChanged 2
		SP:Iteration 9Q (104965.320000 sec): 3 clusters
  Score: Raw -18887.410010 + Penalty 1751.448312 = -17135.961698
  nChanged 1
		SP:Iteration 10Q (104965.430000 sec): 3 clusters
  Score: Raw -18889.291097 + Penalty 1751.448312 = -17137.842785
  nChanged 0
		SP:Iteration 11F (104965.640000 sec): 3 clusters
  Score: Raw -18889.291097 + Penalty 1751.448312 = -17137.842785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104965.740000 sec): 2 clusters
  Score: Raw -863686.090977 + Penalty 1466.147036 = -862219.943940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104965.980000 sec): 3 clusters
  Score: Raw -859075.766635 + Penalty 2932.294073 = -856143.472562
  nChanged 3527
		SP:Iteration 1F (104966.270000 sec): 3 clusters
  Score: Raw -861052.616236 + Penalty 2932.294073 = -858120.322163
  nChanged 602
		SP:Iteration 2F (104966.490000 sec): 3 clusters
  Score: Raw -861416.394968 + Penalty 2932.294073 = -858484.100895
  nChanged 522
		SP:Iteration 3F (104966.670000 sec): 3 clusters
  Score: Raw -861735.411112 + Penalty 2932.294073 = -858803.117040
  nChanged 457
		SP:Iteration 4F (104966.880000 sec): 3 clusters
  Score: Raw -861972.788014 + Penalty 2932.294073 = -859040.493941
  nChanged 376
		SP:Iteration 5Q (104967.100000 sec): 3 clusters
  Score: Raw -862188.608921 + Penalty 2932.294073 = -859256.314848
  nChanged 339
		SP:Iteration 6Q (104967.350000 sec): 3 clusters
  Score: Raw -862379.996916 + Penalty 2932.294073 = -859447.702843
  nChanged 338
		SP:Iteration 7Q (104967.600000 sec): 3 clusters
  Score: Raw -862567.707288 + Penalty 2932.294073 = -859635.413215
  nChanged 332
		SP:Iteration 8Q (104967.820000 sec): 3 clusters
  Score: Raw -862762.303477 + Penalty 2932.294073 = -859830.009404
  nChanged 321
		SP:Iteration 9Q (104968.080000 sec): 3 clusters
  Score: Raw -862967.721498 + Penalty 2932.294073 = -860035.427425
  nChanged 284
		SP:Iteration 10Q (104968.300000 sec): 3 clusters
  Score: Raw -863135.812595 + Penalty 2932.294073 = -860203.518522
  nChanged 221
		SP:Iteration 11Q (104968.510000 sec): 3 clusters
  Score: Raw -863269.107483 + Penalty 2932.294073 = -860336.813410
  nChanged 197
		SP:Iteration 12Q (104968.750000 sec): 3 clusters
  Score: Raw -863382.406710 + Penalty 2932.294073 = -860450.112637
  nChanged 170
		SP:Iteration 13Q (104969.000000 sec): 3 clusters
  Score: Raw -863481.552531 + Penalty 2932.294073 = -860549.258458
  nChanged 149
		SP:Iteration 14Q (104969.230000 sec): 3 clusters
  Score: Raw -863554.873420 + Penalty 2932.294073 = -860622.579347
  nChanged 110
		SP:Iteration 15Q (104969.480000 sec): 3 clusters
  Score: Raw -863608.386329 + Penalty 2932.294073 = -860676.092257
  nChanged 106
		SP:Iteration 16Q (104969.710000 sec): 3 clusters
  Score: Raw -863653.592947 + Penalty 2932.294073 = -860721.298875
  nChanged 103
		SP:Iteration 17Q (104969.940000 sec): 3 clusters
  Score: Raw -863693.592569 + Penalty 2932.294073 = -860761.298496
  nChanged 82
		SP:Iteration 18Q (104970.170000 sec): 3 clusters
  Score: Raw -863725.372582 + Penalty 2932.294073 = -860793.078509
  nChanged 79
		SP:Iteration 19Q (104970.400000 sec): 3 clusters
  Score: Raw -863755.836984 + Penalty 2932.294073 = -860823.542911
  nChanged 64
		SP:Iteration 20F (104970.650000 sec): 3 clusters
  Score: Raw -863774.539682 + Penalty 2932.294073 = -860842.245610
  nChanged 43
		SP:Iteration 21Q (104970.840000 sec): 3 clusters
  Score: Raw -863785.560898 + Penalty 2932.294073 = -860853.266826
  nChanged 40
		SP:Iteration 22Q (104971.090000 sec): 3 clusters
  Score: Raw -863795.697422 + Penalty 2932.294073 = -860863.403349
  nChanged 25
		SP:Iteration 23Q (104971.280000 sec): 3 clusters
  Score: Raw -863800.754283 + Penalty 2932.294073 = -860868.460211
  nChanged 18
		SP:Iteration 24Q (104971.530000 sec): 3 clusters
  Score: Raw -863804.559727 + Penalty 2932.294073 = -860872.265654
  nChanged 14
		SP:Iteration 25Q (104971.710000 sec): 3 clusters
  Score: Raw -863806.603032 + Penalty 2932.294073 = -860874.308960
  nChanged 8
		SP:Iteration 26Q (104972.040000 sec): 3 clusters
  Score: Raw -863807.937196 + Penalty 2932.294073 = -860875.643123
  nChanged 10
		SP:Iteration 27Q (104972.240000 sec): 3 clusters
  Score: Raw -863810.040056 + Penalty 2932.294073 = -860877.745983
  nChanged 8
		SP:Iteration 28Q (104972.480000 sec): 3 clusters
  Score: Raw -863811.174165 + Penalty 2932.294073 = -860878.880093
  nChanged 5
		SP:Iteration 29Q (104972.720000 sec): 3 clusters
  Score: Raw -863812.155122 + Penalty 2932.294073 = -860879.861049
  nChanged 7
		SP:Iteration 30Q (104972.930000 sec): 3 clusters
  Score: Raw -863813.546683 + Penalty 2932.294073 = -860881.252611
  nChanged 7
		SP:Iteration 31Q (104973.160000 sec): 3 clusters
  Score: Raw -863814.674500 + Penalty 2932.294073 = -860882.380428
  nChanged 5
		SP:Iteration 32Q (104973.330000 sec): 3 clusters
  Score: Raw -863815.679782 + Penalty 2932.294073 = -860883.385710
  nChanged 8
		SP:Iteration 33Q (104973.510000 sec): 3 clusters
  Score: Raw -863816.493406 + Penalty 2932.294073 = -860884.199333
  nChanged 7
		SP:Iteration 34Q (104973.730000 sec): 3 clusters
  Score: Raw -863817.513758 + Penalty 2932.294073 = -860885.219685
  nChanged 2
		SP:Iteration 35Q (104973.930000 sec): 3 clusters
  Score: Raw -863817.722338 + Penalty 2932.294073 = -860885.428266
  nChanged 1
		SP:Iteration 36Q (104974.100000 sec): 3 clusters
  Score: Raw -863817.889588 + Penalty 2932.294073 = -860885.595515
  nChanged 2
		SP:Iteration 37Q (104974.310000 sec): 3 clusters
  Score: Raw -863818.050057 + Penalty 2932.294073 = -860885.755984
  nChanged 2
		SP:Iteration 38Q (104974.510000 sec): 3 clusters
  Score: Raw -863818.196451 + Penalty 2932.294073 = -860885.902378
  nChanged 0
		SP:Iteration 39F (104974.640000 sec): 3 clusters
  Score: Raw -863818.196451 + Penalty 2932.294073 = -860885.902378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104975.050000 sec): 2 clusters
  Score: Raw -7748158.412243 + Penalty 1825.084906 = -7746333.327337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104975.610000 sec): 3 clusters
  Score: Raw -7699819.266636 + Penalty 3650.169813 = -7696169.096823
  nChanged 35739
		SP:Iteration 1F (104976.170000 sec): 3 clusters
  Score: Raw -7720478.577578 + Penalty 3650.169813 = -7716828.407765
  nChanged 3186
		SP:Iteration 2Q (104976.760000 sec): 3 clusters
  Score: Raw -7721830.035161 + Penalty 3650.169813 = -7718179.865348
  nChanged 3636
		SP:Iteration 3Q (104977.330000 sec): 3 clusters
  Score: Raw -7723626.979795 + Penalty 3650.169813 = -7719976.809983
  nChanged 4006
		SP:Iteration 4F (104977.920000 sec): 3 clusters
  Score: Raw -7725823.974639 + Penalty 3650.169813 = -7722173.804827
  nChanged 4276
		SP:Iteration 5F (104978.420000 sec): 3 clusters
  Score: Raw -7728203.696911 + Penalty 3650.169813 = -7724553.527098
  nChanged 4298
		SP:Iteration 6F (104979.000000 sec): 3 clusters
  Score: Raw -7730671.689684 + Penalty 3650.169813 = -7727021.519872
  nChanged 3968
		SP:Iteration 7F (104979.540000 sec): 3 clusters
  Score: Raw -7732949.780834 + Penalty 3650.169813 = -7729299.611022
  nChanged 3675
		SP:Iteration 8Q (104980.130000 sec): 3 clusters
  Score: Raw -7735013.875855 + Penalty 3650.169813 = -7731363.706042
  nChanged 3286
		SP:Iteration 9Q (104980.660000 sec): 3 clusters
  Score: Raw -7736939.357087 + Penalty 3650.169813 = -7733289.187274
  nChanged 2957
		SP:Iteration 10Q (104981.200000 sec): 3 clusters
  Score: Raw -7738867.100534 + Penalty 3650.169813 = -7735216.930722
  nChanged 2714
		SP:Iteration 11Q (104981.760000 sec): 3 clusters
  Score: Raw -7740909.471897 + Penalty 3650.169813 = -7737259.302084
  nChanged 2410
		SP:Iteration 12Q (104982.310000 sec): 3 clusters
  Score: Raw -7742865.730847 + Penalty 3650.169813 = -7739215.561035
  nChanged 1877
		SP:Iteration 13Q (104982.860000 sec): 3 clusters
  Score: Raw -7744398.553632 + Penalty 3650.169813 = -7740748.383820
  nChanged 1417
		SP:Iteration 14Q (104983.400000 sec): 3 clusters
  Score: Raw -7745577.019028 + Penalty 3650.169813 = -7741926.849215
  nChanged 1064
		SP:Iteration 15Q (104983.960000 sec): 3 clusters
  Score: Raw -7746373.393952 + Penalty 3650.169813 = -7742723.224139
  nChanged 825
		SP:Iteration 16Q (104984.450000 sec): 3 clusters
  Score: Raw -7746923.801420 + Penalty 3650.169813 = -7743273.631607
  nChanged 650
		SP:Iteration 17Q (104984.950000 sec): 3 clusters
  Score: Raw -7747312.089932 + Penalty 3650.169813 = -7743661.920120
  nChanged 517
		SP:Iteration 18Q (104985.400000 sec): 3 clusters
  Score: Raw -7747601.546867 + Penalty 3650.169813 = -7743951.377054
  nChanged 429
		SP:Iteration 19Q (104985.890000 sec): 3 clusters
  Score: Raw -7747813.462134 + Penalty 3650.169813 = -7744163.292321
  nChanged 353
		SP:Iteration 20F (104986.380000 sec): 3 clusters
  Score: Raw -7747959.531271 + Penalty 3650.169813 = -7744309.361459
  nChanged 282
		SP:Iteration 21Q (104986.800000 sec): 3 clusters
  Score: Raw -7748070.285009 + Penalty 3650.169813 = -7744420.115197
  nChanged 228
		SP:Iteration 22Q (104987.230000 sec): 3 clusters
  Score: Raw -7748158.016205 + Penalty 3650.169813 = -7744507.846393
  nChanged 211
		SP:Iteration 23Q (104987.660000 sec): 3 clusters
  Score: Raw -7748246.758366 + Penalty 3650.169813 = -7744596.588553
  nChanged 188
		SP:Iteration 24Q (104988.150000 sec): 3 clusters
  Score: Raw -7748327.051628 + Penalty 3650.169813 = -7744676.881815
  nChanged 167
		SP:Iteration 25Q (104988.620000 sec): 3 clusters
  Score: Raw -7748422.902828 + Penalty 3650.169813 = -7744772.733016
  nChanged 150
		SP:Iteration 26Q (104989.130000 sec): 3 clusters
  Score: Raw -7748522.043716 + Penalty 3650.169813 = -7744871.873904
  nChanged 129
		SP:Iteration 27Q (104989.640000 sec): 3 clusters
  Score: Raw -7748605.975809 + Penalty 3650.169813 = -7744955.805997
  nChanged 125
		SP:Iteration 28Q (104990.140000 sec): 3 clusters
  Score: Raw -7748681.844211 + Penalty 3650.169813 = -7745031.674398
  nChanged 118
		SP:Iteration 29Q (104990.630000 sec): 3 clusters
  Score: Raw -7748736.267947 + Penalty 3650.169813 = -7745086.098135
  nChanged 88
		SP:Iteration 30Q (104991.100000 sec): 3 clusters
  Score: Raw -7748773.496551 + Penalty 3650.169813 = -7745123.326739
  nChanged 87
		SP:Iteration 31Q (104991.600000 sec): 3 clusters
  Score: Raw -7748811.233199 + Penalty 3650.169813 = -7745161.063386
  nChanged 67
		SP:Iteration 32Q (104992.160000 sec): 3 clusters
  Score: Raw -7748838.395121 + Penalty 3650.169813 = -7745188.225309
  nChanged 75
		SP:Iteration 33Q (104992.610000 sec): 3 clusters
  Score: Raw -7748868.057116 + Penalty 3650.169813 = -7745217.887304
  nChanged 65
		SP:Iteration 34Q (104993.090000 sec): 3 clusters
  Score: Raw -7748891.193549 + Penalty 3650.169813 = -7745241.023737
  nChanged 51
		SP:Iteration 35Q (104993.540000 sec): 3 clusters
  Score: Raw -7748903.740861 + Penalty 3650.169813 = -7745253.571048
  nChanged 41
		SP:Iteration 36Q (104994.000000 sec): 3 clusters
  Score: Raw -7748916.837540 + Penalty 3650.169813 = -7745266.667728
  nChanged 44
		SP:Iteration 37Q (104994.460000 sec): 3 clusters
  Score: Raw -7748929.168212 + Penalty 3650.169813 = -7745278.998399
  nChanged 33
		SP:Iteration 38Q (104994.910000 sec): 3 clusters
  Score: Raw -7748936.952306 + Penalty 3650.169813 = -7745286.782493
  nChanged 21
		SP:Iteration 39Q (104995.310000 sec): 3 clusters
  Score: Raw -7748941.356523 + Penalty 3650.169813 = -7745291.186710
  nChanged 12
		SP:Iteration 40F (104995.800000 sec): 3 clusters
  Score: Raw -7748944.714835 + Penalty 3650.169813 = -7745294.545023
  nChanged 13
		SP:Iteration 41Q (104996.280000 sec): 3 clusters
  Score: Raw -7748946.859481 + Penalty 3650.169813 = -7745296.689668
  nChanged 10
		SP:Iteration 42Q (104996.750000 sec): 3 clusters
  Score: Raw -7748948.757684 + Penalty 3650.169813 = -7745298.587871
  nChanged 4
		SP:Iteration 43Q (104997.230000 sec): 3 clusters
  Score: Raw -7748949.685097 + Penalty 3650.169813 = -7745299.515284
  nChanged 4
		SP:Iteration 44Q (104997.700000 sec): 3 clusters
  Score: Raw -7748950.465041 + Penalty 3650.169813 = -7745300.295228
  nChanged 5
		SP:Iteration 45Q (104998.250000 sec): 3 clusters
  Score: Raw -7748951.260960 + Penalty 3650.169813 = -7745301.091148
  nChanged 3
		SP:Iteration 46Q (104998.790000 sec): 3 clusters
  Score: Raw -7748951.788113 + Penalty 3650.169813 = -7745301.618300
  nChanged 2
		SP:Iteration 47Q (104999.270000 sec): 3 clusters
  Score: Raw -7748951.954217 + Penalty 3650.169813 = -7745301.784404
  nChanged 1
		SP:Iteration 48Q (104999.700000 sec): 3 clusters
  Score: Raw -7748952.139995 + Penalty 3650.169813 = -7745301.970182
  nChanged 0
		SP:Iteration 49F (105000.230000 sec): 3 clusters
  Score: Raw -7748952.139995 + Penalty 3650.169813 = -7745301.970182
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105000.370000 sec): 2 clusters
  Score: Raw -1520171.819087 + Penalty 1558.997781 = -1518612.821306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105000.620000 sec): 3 clusters
  Score: Raw -1511559.697726 + Penalty 3117.995562 = -1508441.702164
  nChanged 6499
		SP:Iteration 1F (105000.820000 sec): 3 clusters
  Score: Raw -1514982.628398 + Penalty 3117.995562 = -1511864.632835
  nChanged 896
		SP:Iteration 2F (105001.070000 sec): 3 clusters
  Score: Raw -1515341.745248 + Penalty 3117.995562 = -1512223.749686
  nChanged 802
		SP:Iteration 3F (105001.300000 sec): 3 clusters
  Score: Raw -1515685.135921 + Penalty 3117.995562 = -1512567.140358
  nChanged 783
		SP:Iteration 4F (105001.590000 sec): 3 clusters
  Score: Raw -1516030.235618 + Penalty 3117.995562 = -1512912.240056
  nChanged 749
		SP:Iteration 5F (105001.780000 sec): 3 clusters
  Score: Raw -1516362.332928 + Penalty 3117.995562 = -1513244.337365
  nChanged 726
		SP:Iteration 6Q (105002.010000 sec): 3 clusters
  Score: Raw -1516712.892438 + Penalty 3117.995562 = -1513594.896876
  nChanged 740
		SP:Iteration 7F (105002.260000 sec): 3 clusters
  Score: Raw -1517077.459569 + Penalty 3117.995562 = -1513959.464007
  nChanged 729
		SP:Iteration 8Q (105002.510000 sec): 3 clusters
  Score: Raw -1517466.222101 + Penalty 3117.995562 = -1514348.226539
  nChanged 737
		SP:Iteration 9F (105002.760000 sec): 3 clusters
  Score: Raw -1517877.498426 + Penalty 3117.995562 = -1514759.502864
  nChanged 690
		SP:Iteration 10Q (105002.980000 sec): 3 clusters
  Score: Raw -1518265.143367 + Penalty 3117.995562 = -1515147.147805
  nChanged 606
		SP:Iteration 11Q (105003.220000 sec): 3 clusters
  Score: Raw -1518590.974927 + Penalty 3117.995562 = -1515472.979365
  nChanged 490
		SP:Iteration 12Q (105003.500000 sec): 3 clusters
  Score: Raw -1518864.145671 + Penalty 3117.995562 = -1515746.150109
  nChanged 455
		SP:Iteration 13Q (105003.750000 sec): 3 clusters
  Score: Raw -1519125.906416 + Penalty 3117.995562 = -1516007.910853
  nChanged 363
		SP:Iteration 14Q (105004.010000 sec): 3 clusters
  Score: Raw -1519346.833403 + Penalty 3117.995562 = -1516228.837841
  nChanged 335
		SP:Iteration 15Q (105004.270000 sec): 3 clusters
  Score: Raw -1519557.658551 + Penalty 3117.995562 = -1516439.662989
  nChanged 292
		SP:Iteration 16Q (105004.480000 sec): 3 clusters
  Score: Raw -1519742.344093 + Penalty 3117.995562 = -1516624.348531
  nChanged 245
		SP:Iteration 17Q (105004.750000 sec): 3 clusters
  Score: Raw -1519897.476484 + Penalty 3117.995562 = -1516779.480922
  nChanged 182
		SP:Iteration 18Q (105005.020000 sec): 3 clusters
  Score: Raw -1520020.322239 + Penalty 3117.995562 = -1516902.326677
  nChanged 124
		SP:Iteration 19Q (105005.290000 sec): 3 clusters
  Score: Raw -1520097.898751 + Penalty 3117.995562 = -1516979.903188
  nChanged 105
		SP:Iteration 20F (105005.520000 sec): 3 clusters
  Score: Raw -1520168.721694 + Penalty 3117.995562 = -1517050.726132
  nChanged 72
		SP:Iteration 21Q (105005.770000 sec): 3 clusters
  Score: Raw -1520216.962216 + Penalty 3117.995562 = -1517098.966653
  nChanged 55
		SP:Iteration 22Q (105006.000000 sec): 3 clusters
  Score: Raw -1520256.029716 + Penalty 3117.995562 = -1517138.034154
  nChanged 48
		SP:Iteration 23Q (105006.230000 sec): 3 clusters
  Score: Raw -1520280.174426 + Penalty 3117.995562 = -1517162.178864
  nChanged 31
		SP:Iteration 24Q (105006.470000 sec): 3 clusters
  Score: Raw -1520300.685927 + Penalty 3117.995562 = -1517182.690364
  nChanged 22
		SP:Iteration 25Q (105006.690000 sec): 3 clusters
  Score: Raw -1520318.035546 + Penalty 3117.995562 = -1517200.039984
  nChanged 18
		SP:Iteration 26Q (105006.940000 sec): 3 clusters
  Score: Raw -1520332.502393 + Penalty 3117.995562 = -1517214.506831
  nChanged 13
		SP:Iteration 27Q (105007.150000 sec): 3 clusters
  Score: Raw -1520339.351547 + Penalty 3117.995562 = -1517221.355985
  nChanged 14
		SP:Iteration 28Q (105007.410000 sec): 3 clusters
  Score: Raw -1520346.855465 + Penalty 3117.995562 = -1517228.859902
  nChanged 13
		SP:Iteration 29Q (105007.630000 sec): 3 clusters
  Score: Raw -1520359.504432 + Penalty 3117.995562 = -1517241.508869
  nChanged 10
		SP:Iteration 30Q (105007.830000 sec): 3 clusters
  Score: Raw -1520365.366952 + Penalty 3117.995562 = -1517247.371390
  nChanged 6
		SP:Iteration 31Q (105008.090000 sec): 3 clusters
  Score: Raw -1520370.015166 + Penalty 3117.995562 = -1517252.019604
  nChanged 8
		SP:Iteration 32Q (105008.290000 sec): 3 clusters
  Score: Raw -1520375.508388 + Penalty 3117.995562 = -1517257.512825
  nChanged 5
		SP:Iteration 33Q (105008.480000 sec): 3 clusters
  Score: Raw -1520379.035715 + Penalty 3117.995562 = -1517261.040152
  nChanged 7
		SP:Iteration 34Q (105008.670000 sec): 3 clusters
  Score: Raw -1520384.836122 + Penalty 3117.995562 = -1517266.840560
  nChanged 4
		SP:Iteration 35Q (105008.910000 sec): 3 clusters
  Score: Raw -1520386.536689 + Penalty 3117.995562 = -1517268.541126
  nChanged 1
		SP:Iteration 36Q (105009.100000 sec): 3 clusters
  Score: Raw -1520386.747501 + Penalty 3117.995562 = -1517268.751939
  nChanged 0
		SP:Iteration 37F (105009.310000 sec): 3 clusters
  Score: Raw -1520386.747501 + Penalty 3117.995562 = -1517268.751939
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105009.570000 sec): 2 clusters
  Score: Raw -3552116.311018 + Penalty 1706.690147 = -3550409.620871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105009.870000 sec): 3 clusters
  Score: Raw -3529409.699187 + Penalty 3413.380293 = -3525996.318893
  nChanged 16953
		SP:Iteration 1F (105010.250000 sec): 3 clusters
  Score: Raw -3539857.381276 + Penalty 3413.380293 = -3536444.000983
  nChanged 2131
		SP:Iteration 2F (105010.550000 sec): 3 clusters
  Score: Raw -3540896.886977 + Penalty 3413.380293 = -3537483.506684
  nChanged 2171
		SP:Iteration 3F (105010.910000 sec): 3 clusters
  Score: Raw -3541990.823430 + Penalty 3413.380293 = -3538577.443137
  nChanged 2117
		SP:Iteration 4F (105011.290000 sec): 3 clusters
  Score: Raw -3543029.879058 + Penalty 3413.380293 = -3539616.498765
  nChanged 1904
		SP:Iteration 5F (105011.570000 sec): 3 clusters
  Score: Raw -3543893.927309 + Penalty 3413.380293 = -3540480.547015
  nChanged 1644
		SP:Iteration 6Q (105011.900000 sec): 3 clusters
  Score: Raw -3544602.755283 + Penalty 3413.380293 = -3541189.374990
  nChanged 1456
		SP:Iteration 7Q (105012.280000 sec): 3 clusters
  Score: Raw -3545155.075409 + Penalty 3413.380293 = -3541741.695115
  nChanged 1262
		SP:Iteration 8Q (105012.600000 sec): 3 clusters
  Score: Raw -3545659.996154 + Penalty 3413.380293 = -3542246.615861
  nChanged 1183
		SP:Iteration 9Q (105012.970000 sec): 3 clusters
  Score: Raw -3546194.547908 + Penalty 3413.380293 = -3542781.167614
  nChanged 1183
		SP:Iteration 10Q (105013.370000 sec): 3 clusters
  Score: Raw -3546783.952826 + Penalty 3413.380293 = -3543370.572533
  nChanged 1202
		SP:Iteration 11Q (105013.740000 sec): 3 clusters
  Score: Raw -3547458.799131 + Penalty 3413.380293 = -3544045.418838
  nChanged 1157
		SP:Iteration 12Q (105014.090000 sec): 3 clusters
  Score: Raw -3548058.414539 + Penalty 3413.380293 = -3544645.034245
  nChanged 991
		SP:Iteration 13Q (105014.450000 sec): 3 clusters
  Score: Raw -3548465.665389 + Penalty 3413.380293 = -3545052.285096
  nChanged 778
		SP:Iteration 14Q (105014.830000 sec): 3 clusters
  Score: Raw -3548702.076038 + Penalty 3413.380293 = -3545288.695745
  nChanged 567
		SP:Iteration 15Q (105015.230000 sec): 3 clusters
  Score: Raw -3548827.894007 + Penalty 3413.380293 = -3545414.513714
  nChanged 419
		SP:Iteration 16Q (105015.600000 sec): 3 clusters
  Score: Raw -3548918.795639 + Penalty 3413.380293 = -3545505.415346
  nChanged 320
		SP:Iteration 17Q (105015.910000 sec): 3 clusters
  Score: Raw -3548973.771747 + Penalty 3413.380293 = -3545560.391454
  nChanged 247
		SP:Iteration 18Q (105016.290000 sec): 3 clusters
  Score: Raw -3549010.179796 + Penalty 3413.380293 = -3545596.799502
  nChanged 197
		SP:Iteration 19Q (105016.630000 sec): 3 clusters
  Score: Raw -3549037.071677 + Penalty 3413.380293 = -3545623.691384
  nChanged 192
		SP:Iteration 20F (105016.960000 sec): 3 clusters
  Score: Raw -3549060.846618 + Penalty 3413.380293 = -3545647.466324
  nChanged 175
		SP:Iteration 21Q (105017.280000 sec): 3 clusters
  Score: Raw -3549079.444611 + Penalty 3413.380293 = -3545666.064317
  nChanged 153
		SP:Iteration 22Q (105017.630000 sec): 3 clusters
  Score: Raw -3549095.109717 + Penalty 3413.380293 = -3545681.729423
  nChanged 119
		SP:Iteration 23Q (105017.970000 sec): 3 clusters
  Score: Raw -3549105.742812 + Penalty 3413.380293 = -3545692.362519
  nChanged 103
		SP:Iteration 24Q (105018.290000 sec): 3 clusters
  Score: Raw -3549115.238387 + Penalty 3413.380293 = -3545701.858094
  nChanged 96
		SP:Iteration 25Q (105018.640000 sec): 3 clusters
  Score: Raw -3549123.851234 + Penalty 3413.380293 = -3545710.470941
  nChanged 96
		SP:Iteration 26Q (105018.960000 sec): 3 clusters
  Score: Raw -3549131.874292 + Penalty 3413.380293 = -3545718.493998
  nChanged 89
		SP:Iteration 27Q (105019.300000 sec): 3 clusters
  Score: Raw -3549138.849437 + Penalty 3413.380293 = -3545725.469143
  nChanged 94
		SP:Iteration 28Q (105019.660000 sec): 3 clusters
  Score: Raw -3549146.404144 + Penalty 3413.380293 = -3545733.023850
  nChanged 90
		SP:Iteration 29Q (105020.000000 sec): 3 clusters
  Score: Raw -3549154.466764 + Penalty 3413.380293 = -3545741.086471
  nChanged 95
		SP:Iteration 30Q (105020.340000 sec): 3 clusters
  Score: Raw -3549162.684561 + Penalty 3413.380293 = -3545749.304268
  nChanged 88
		SP:Iteration 31Q (105020.660000 sec): 3 clusters
  Score: Raw -3549171.088575 + Penalty 3413.380293 = -3545757.708282
  nChanged 83
		SP:Iteration 32Q (105021.030000 sec): 3 clusters
  Score: Raw -3549178.450029 + Penalty 3413.380293 = -3545765.069736
  nChanged 87
		SP:Iteration 33Q (105021.370000 sec): 3 clusters
  Score: Raw -3549184.660267 + Penalty 3413.380293 = -3545771.279973
  nChanged 73
		SP:Iteration 34Q (105021.680000 sec): 3 clusters
  Score: Raw -3549191.005006 + Penalty 3413.380293 = -3545777.624713
  nChanged 70
		SP:Iteration 35Q (105021.970000 sec): 3 clusters
  Score: Raw -3549196.915367 + Penalty 3413.380293 = -3545783.535074
  nChanged 76
		SP:Iteration 36Q (105022.330000 sec): 3 clusters
  Score: Raw -3549202.939336 + Penalty 3413.380293 = -3545789.559043
  nChanged 72
		SP:Iteration 37Q (105022.630000 sec): 3 clusters
  Score: Raw -3549208.313411 + Penalty 3413.380293 = -3545794.933118
  nChanged 65
		SP:Iteration 38Q (105023.010000 sec): 3 clusters
  Score: Raw -3549213.536061 + Penalty 3413.380293 = -3545800.155768
  nChanged 59
		SP:Iteration 39Q (105023.420000 sec): 3 clusters
  Score: Raw -3549217.572131 + Penalty 3413.380293 = -3545804.191838
  nChanged 57
		SP:Iteration 40F (105023.740000 sec): 3 clusters
  Score: Raw -3549220.845948 + Penalty 3413.380293 = -3545807.465654
  nChanged 63
		SP:Iteration 41Q (105024.090000 sec): 3 clusters
  Score: Raw -3549225.543797 + Penalty 3413.380293 = -3545812.163504
  nChanged 68
		SP:Iteration 42Q (105024.430000 sec): 3 clusters
  Score: Raw -3549231.095274 + Penalty 3413.380293 = -3545817.714980
  nChanged 82
		SP:Iteration 43Q (105024.770000 sec): 3 clusters
  Score: Raw -3549237.296489 + Penalty 3413.380293 = -3545823.916195
  nChanged 71
		SP:Iteration 44Q (105025.080000 sec): 3 clusters
  Score: Raw -3549241.839136 + Penalty 3413.380293 = -3545828.458843
  nChanged 65
		SP:Iteration 45Q (105025.450000 sec): 3 clusters
  Score: Raw -3549246.214916 + Penalty 3413.380293 = -3545832.834623
  nChanged 57
		SP:Iteration 46Q (105025.850000 sec): 3 clusters
  Score: Raw -3549249.629285 + Penalty 3413.380293 = -3545836.248992
  nChanged 66
		SP:Iteration 47Q (105026.200000 sec): 3 clusters
  Score: Raw -3549254.596482 + Penalty 3413.380293 = -3545841.216189
  nChanged 73
		SP:Iteration 48Q (105026.510000 sec): 3 clusters
  Score: Raw -3549260.215174 + Penalty 3413.380293 = -3545846.834881
  nChanged 86
		SP:Iteration 49Q (105026.900000 sec): 3 clusters
  Score: Raw -3549267.567532 + Penalty 3413.380293 = -3545854.187238
  nChanged 95
		SP:Iteration 50Q (105027.220000 sec): 3 clusters
  Score: Raw -3549275.752726 + Penalty 3413.380293 = -3545862.372432
  nChanged 101
		SP:Iteration 51Q (105027.530000 sec): 3 clusters
  Score: Raw -3549283.456367 + Penalty 3413.380293 = -3545870.076074
  nChanged 94
		SP:Iteration 52Q (105027.860000 sec): 3 clusters
  Score: Raw -3549292.409505 + Penalty 3413.380293 = -3545879.029212
  nChanged 96
		SP:Iteration 53Q (105028.200000 sec): 3 clusters
  Score: Raw -3549304.206804 + Penalty 3413.380293 = -3545890.826510
  nChanged 124
		SP:Iteration 54Q (105028.540000 sec): 3 clusters
  Score: Raw -3549319.669770 + Penalty 3413.380293 = -3545906.289476
  nChanged 131
		SP:Iteration 55Q (105028.850000 sec): 3 clusters
  Score: Raw -3549335.566999 + Penalty 3413.380293 = -3545922.186706
  nChanged 124
		SP:Iteration 56Q (105029.250000 sec): 3 clusters
  Score: Raw -3549350.488999 + Penalty 3413.380293 = -3545937.108706
  nChanged 128
		SP:Iteration 57Q (105029.560000 sec): 3 clusters
  Score: Raw -3549368.246876 + Penalty 3413.380293 = -3545954.866582
  nChanged 139
		SP:Iteration 58Q (105029.960000 sec): 3 clusters
  Score: Raw -3549386.297999 + Penalty 3413.380293 = -3545972.917706
  nChanged 144
		SP:Iteration 59Q (105030.320000 sec): 3 clusters
  Score: Raw -3549407.168478 + Penalty 3413.380293 = -3545993.788184
  nChanged 164
		SP:Iteration 60F (105030.670000 sec): 3 clusters
  Score: Raw -3549432.975809 + Penalty 3413.380293 = -3546019.595515
  nChanged 174
		SP:Iteration 61Q (105031.050000 sec): 3 clusters
  Score: Raw -3549459.148667 + Penalty 3413.380293 = -3546045.768374
  nChanged 185
		SP:Iteration 62Q (105031.340000 sec): 3 clusters
  Score: Raw -3549486.766982 + Penalty 3413.380293 = -3546073.386689
  nChanged 173
		SP:Iteration 63Q (105031.730000 sec): 3 clusters
  Score: Raw -3549511.552170 + Penalty 3413.380293 = -3546098.171877
  nChanged 189
		SP:Iteration 64Q (105032.110000 sec): 3 clusters
  Score: Raw -3549541.393037 + Penalty 3413.380293 = -3546128.012744
  nChanged 180
		SP:Iteration 65Q (105032.480000 sec): 3 clusters
  Score: Raw -3549568.534214 + Penalty 3413.380293 = -3546155.153921
  nChanged 187
		SP:Iteration 66Q (105032.830000 sec): 3 clusters
  Score: Raw -3549599.067491 + Penalty 3413.380293 = -3546185.687197
  nChanged 184
		SP:Iteration 67Q (105033.170000 sec): 3 clusters
  Score: Raw -3549628.822421 + Penalty 3413.380293 = -3546215.442128
  nChanged 200
		SP:Iteration 68Q (105033.500000 sec): 3 clusters
  Score: Raw -3549658.857912 + Penalty 3413.380293 = -3546245.477619
  nChanged 183
		SP:Iteration 69Q (105033.860000 sec): 3 clusters
  Score: Raw -3549688.740607 + Penalty 3413.380293 = -3546275.360313
  nChanged 205
		SP:Iteration 70Q (105034.230000 sec): 3 clusters
  Score: Raw -3549731.776245 + Penalty 3413.380293 = -3546318.395951
  nChanged 240
		SP:Iteration 71Q (105034.590000 sec): 3 clusters
  Score: Raw -3549779.135957 + Penalty 3413.380293 = -3546365.755664
  nChanged 225
		SP:Iteration 72Q (105034.970000 sec): 3 clusters
  Score: Raw -3549821.115030 + Penalty 3413.380293 = -3546407.734736
  nChanged 226
		SP:Iteration 73Q (105035.300000 sec): 3 clusters
  Score: Raw -3549866.527059 + Penalty 3413.380293 = -3546453.146765
  nChanged 218
		SP:Iteration 74Q (105035.620000 sec): 3 clusters
  Score: Raw -3549909.744417 + Penalty 3413.380293 = -3546496.364123
  nChanged 235
		SP:Iteration 75Q (105035.970000 sec): 3 clusters
  Score: Raw -3549955.116616 + Penalty 3413.380293 = -3546541.736323
  nChanged 246
		SP:Iteration 76Q (105036.310000 sec): 3 clusters
  Score: Raw -3550008.170795 + Penalty 3413.380293 = -3546594.790502
  nChanged 262
		SP:Iteration 77Q (105036.630000 sec): 3 clusters
  Score: Raw -3550075.358114 + Penalty 3413.380293 = -3546661.977820
  nChanged 292
		SP:Iteration 78Q (105036.990000 sec): 3 clusters
  Score: Raw -3550146.143261 + Penalty 3413.380293 = -3546732.762968
  nChanged 288
		SP:Iteration 79Q (105037.290000 sec): 3 clusters
  Score: Raw -3550219.882951 + Penalty 3413.380293 = -3546806.502658
  nChanged 285
		SP:Iteration 80F (105037.640000 sec): 3 clusters
  Score: Raw -3550293.020597 + Penalty 3413.380293 = -3546879.640303
  nChanged 309
		SP:Iteration 81Q (105037.970000 sec): 3 clusters
  Score: Raw -3550374.315778 + Penalty 3413.380293 = -3546960.935484
  nChanged 326
		SP:Iteration 82Q (105038.370000 sec): 3 clusters
  Score: Raw -3550462.780517 + Penalty 3413.380293 = -3547049.400224
  nChanged 321
		SP:Iteration 83Q (105038.670000 sec): 3 clusters
  Score: Raw -3550549.347873 + Penalty 3413.380293 = -3547135.967579
  nChanged 347
		SP:Iteration 84Q (105039.050000 sec): 3 clusters
  Score: Raw -3550650.354493 + Penalty 3413.380293 = -3547236.974200
  nChanged 348
		SP:Iteration 85Q (105039.450000 sec): 3 clusters
  Score: Raw -3550759.345838 + Penalty 3413.380293 = -3547345.965545
  nChanged 353
		SP:Iteration 86Q (105039.760000 sec): 3 clusters
  Score: Raw -3550876.205619 + Penalty 3413.380293 = -3547462.825326
  nChanged 339
		SP:Iteration 87Q (105040.090000 sec): 3 clusters
  Score: Raw -3550979.207113 + Penalty 3413.380293 = -3547565.826820
  nChanged 315
		SP:Iteration 88Q (105040.380000 sec): 3 clusters
  Score: Raw -3551079.460159 + Penalty 3413.380293 = -3547666.079865
  nChanged 310
		SP:Iteration 89Q (105040.720000 sec): 3 clusters
  Score: Raw -3551181.888347 + Penalty 3413.380293 = -3547768.508053
  nChanged 314
		SP:Iteration 90Q (105041.050000 sec): 3 clusters
  Score: Raw -3551292.974243 + Penalty 3413.380293 = -3547879.593950
  nChanged 307
		SP:Iteration 91Q (105041.400000 sec): 3 clusters
  Score: Raw -3551399.559654 + Penalty 3413.380293 = -3547986.179361
  nChanged 297
		SP:Iteration 92Q (105041.690000 sec): 3 clusters
  Score: Raw -3551502.724834 + Penalty 3413.380293 = -3548089.344540
  nChanged 289
		SP:Iteration 93Q (105042.000000 sec): 3 clusters
  Score: Raw -3551602.442691 + Penalty 3413.380293 = -3548189.062398
  nChanged 262
		SP:Iteration 94Q (105042.330000 sec): 3 clusters
  Score: Raw -3551695.747882 + Penalty 3413.380293 = -3548282.367589
  nChanged 272
		SP:Iteration 95Q (105042.680000 sec): 3 clusters
  Score: Raw -3551799.107118 + Penalty 3413.380293 = -3548385.726825
  nChanged 262
		SP:Iteration 96Q (105043.040000 sec): 3 clusters
  Score: Raw -3551901.991204 + Penalty 3413.380293 = -3548488.610911
  nChanged 248
		SP:Iteration 97Q (105043.360000 sec): 3 clusters
  Score: Raw -3552000.903684 + Penalty 3413.380293 = -3548587.523390
  nChanged 218
		SP:Iteration 98Q (105043.650000 sec): 3 clusters
  Score: Raw -3552094.462922 + Penalty 3413.380293 = -3548681.082629
  nChanged 202
		SP:Iteration 99Q (105043.970000 sec): 3 clusters
  Score: Raw -3552181.525165 + Penalty 3413.380293 = -3548768.144871
  nChanged 195
		SP:Iteration 100F (105044.340000 sec): 3 clusters
  Score: Raw -3552259.795430 + Penalty 3413.380293 = -3548846.415136
  nChanged 158
		SP:Iteration 101Q (105044.630000 sec): 3 clusters
  Score: Raw -3552332.497015 + Penalty 3413.380293 = -3548919.116721
  nChanged 142
		SP:Iteration 102Q (105044.950000 sec): 3 clusters
  Score: Raw -3552423.013075 + Penalty 3413.380293 = -3549009.632782
  nChanged 135
		SP:Iteration 103Q (105045.280000 sec): 3 clusters
  Score: Raw -3552553.378410 + Penalty 3413.380293 = -3549139.998117
  nChanged 114
		SP:Iteration 104Q (105045.560000 sec): 3 clusters
  Score: Raw -3552650.805014 + Penalty 3413.380293 = -3549237.424720
  nChanged 93
		SP:Iteration 105Q (105045.880000 sec): 3 clusters
  Score: Raw -3552701.489898 + Penalty 3413.380293 = -3549288.109604
  nChanged 78
		SP:Iteration 106Q (105046.170000 sec): 3 clusters
  Score: Raw -3552735.895106 + Penalty 3413.380293 = -3549322.514812
  nChanged 76
		SP:Iteration 107Q (105046.440000 sec): 3 clusters
  Score: Raw -3552764.923829 + Penalty 3413.380293 = -3549351.543536
  nChanged 60
		SP:Iteration 108Q (105046.780000 sec): 3 clusters
  Score: Raw -3552785.962216 + Penalty 3413.380293 = -3549372.581922
  nChanged 44
		SP:Iteration 109Q (105047.120000 sec): 3 clusters
  Score: Raw -3552797.865796 + Penalty 3413.380293 = -3549384.485502
  nChanged 30
		SP:Iteration 110Q (105047.370000 sec): 3 clusters
  Score: Raw -3552808.247350 + Penalty 3413.380293 = -3549394.867057
  nChanged 31
		SP:Iteration 111Q (105047.690000 sec): 3 clusters
  Score: Raw -3552819.194893 + Penalty 3413.380293 = -3549405.814599
  nChanged 36
		SP:Iteration 112Q (105048.050000 sec): 3 clusters
  Score: Raw -3552829.752955 + Penalty 3413.380293 = -3549416.372661
  nChanged 31
		SP:Iteration 113Q (105048.400000 sec): 3 clusters
  Score: Raw -3552840.057078 + Penalty 3413.380293 = -3549426.676785
  nChanged 28
		SP:Iteration 114Q (105048.710000 sec): 3 clusters
  Score: Raw -3552848.054018 + Penalty 3413.380293 = -3549434.673724
  nChanged 21
		SP:Iteration 115Q (105048.990000 sec): 3 clusters
  Score: Raw -3552854.637167 + Penalty 3413.380293 = -3549441.256873
  nChanged 21
		SP:Iteration 116Q (105049.340000 sec): 3 clusters
  Score: Raw -3552860.121071 + Penalty 3413.380293 = -3549446.740778
  nChanged 14
		SP:Iteration 117Q (105049.660000 sec): 3 clusters
  Score: Raw -3552864.759107 + Penalty 3413.380293 = -3549451.378814
  nChanged 11
		SP:Iteration 118Q (105049.950000 sec): 3 clusters
  Score: Raw -3552867.180475 + Penalty 3413.380293 = -3549453.800181
  nChanged 11
		SP:Iteration 119Q (105050.270000 sec): 3 clusters
  Score: Raw -3552870.151271 + Penalty 3413.380293 = -3549456.770978
  nChanged 6
		SP:Iteration 120F (105050.660000 sec): 3 clusters
  Score: Raw -3552871.908669 + Penalty 3413.380293 = -3549458.528375
  nChanged 8
		SP:Iteration 121Q (105050.980000 sec): 3 clusters
  Score: Raw -3552874.027618 + Penalty 3413.380293 = -3549460.647325
  nChanged 6
		SP:Iteration 122Q (105051.280000 sec): 3 clusters
  Score: Raw -3552875.161170 + Penalty 3413.380293 = -3549461.780877
  nChanged 1
		SP:Iteration 123Q (105051.600000 sec): 3 clusters
  Score: Raw -3552875.335180 + Penalty 3413.380293 = -3549461.954886
  nChanged 1
		SP:Iteration 124Q (105051.900000 sec): 3 clusters
  Score: Raw -3552875.518956 + Penalty 3413.380293 = -3549462.138663
  nChanged 2
		SP:Iteration 125Q (105052.220000 sec): 3 clusters
  Score: Raw -3552876.270364 + Penalty 3413.380293 = -3549462.890071
  nChanged 1
		SP:Iteration 126Q (105052.580000 sec): 3 clusters
  Score: Raw -3552876.466062 + Penalty 3413.380293 = -3549463.085769
  nChanged 1
		SP:Iteration 127Q (105052.910000 sec): 3 clusters
  Score: Raw -3552876.648718 + Penalty 3413.380293 = -3549463.268425
  nChanged 0
		SP:Iteration 128F (105053.220000 sec): 3 clusters
  Score: Raw -3552876.648718 + Penalty 3413.380293 = -3549463.268425
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105053.350000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105053.530000 sec): 3 clusters
  Score: Raw -49817.202693 + Penalty 2007.831837 = -47809.370856
  nChanged 104
		SP:Iteration 1F (105053.690000 sec): 3 clusters
  Score: Raw -49964.285958 + Penalty 2007.831837 = -47956.454121
  nChanged 24
		SP:Iteration 2Q (105053.830000 sec): 3 clusters
  Score: Raw -49998.365702 + Penalty 2007.831837 = -47990.533865
  nChanged 11
		SP:Iteration 3Q (105054.000000 sec): 3 clusters
  Score: Raw -50010.423088 + Penalty 2007.831837 = -48002.591251
  nChanged 5
		SP:Iteration 4Q (105054.170000 sec): 3 clusters
  Score: Raw -50019.662739 + Penalty 2007.831837 = -48011.830902
  nChanged 8
		SP:Iteration 5Q (105054.350000 sec): 3 clusters
  Score: Raw -50029.171699 + Penalty 2007.831837 = -48021.339862
  nChanged 5
		SP:Iteration 6Q (105054.500000 sec): 3 clusters
  Score: Raw -50035.719293 + Penalty 2007.831837 = -48027.887455
  nChanged 1
		SP:Iteration 7Q (105054.670000 sec): 3 clusters
  Score: Raw -50038.071601 + Penalty 2007.831837 = -48030.239764
  nChanged 3
		SP:Iteration 8Q (105054.850000 sec): 3 clusters
  Score: Raw -50040.301232 + Penalty 2007.831837 = -48032.469395
  nChanged 1
		SP:Iteration 9Q (105054.960000 sec): 3 clusters
  Score: Raw -50041.035024 + Penalty 2007.831837 = -48033.203187
  nChanged 0
		SP:Iteration 10F (105055.170000 sec): 3 clusters
  Score: Raw -50041.035024 + Penalty 2007.831837 = -48033.203187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167618 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105055.970000 sec): 2 clusters
  Score: Raw -17797331.879575 + Penalty 1954.784465 = -17795377.095111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105056.890000 sec): 3 clusters
  Score: Raw -17686667.323255 + Penalty 3909.568929 = -17682757.754326
  nChanged 80908
		SP:Iteration 1F (105057.940000 sec): 3 clusters
  Score: Raw -17733549.574649 + Penalty 3909.568929 = -17729640.005720
  nChanged 4496
		SP:Iteration 2Q (105058.940000 sec): 3 clusters
  Score: Raw -17734488.777300 + Penalty 3909.568929 = -17730579.208371
  nChanged 5055
		SP:Iteration 3Q (105059.970000 sec): 3 clusters
  Score: Raw -17735761.530423 + Penalty 3909.568929 = -17731851.961493
  nChanged 6133
		SP:Iteration 4Q (105060.970000 sec): 3 clusters
  Score: Raw -17737830.448191 + Penalty 3909.568929 = -17733920.879261
  nChanged 7790
		SP:Iteration 5Q (105062.110000 sec): 3 clusters
  Score: Raw -17741395.024081 + Penalty 3909.568929 = -17737485.455151
  nChanged 9821
		SP:Iteration 6F (105063.030000 sec): 3 clusters
  Score: Raw -17747396.265229 + Penalty 3909.568929 = -17743486.696299
  nChanged 11508
		SP:Iteration 7F (105063.890000 sec): 3 clusters
  Score: Raw -17755724.804453 + Penalty 3909.568929 = -17751815.235524
  nChanged 11733
		SP:Iteration 8F (105064.670000 sec): 3 clusters
  Score: Raw -17765041.991656 + Penalty 3909.568929 = -17761132.422727
  nChanged 10186
		SP:Iteration 9F (105065.510000 sec): 3 clusters
  Score: Raw -17773462.858319 + Penalty 3909.568929 = -17769553.289389
  nChanged 7839
		SP:Iteration 10Q (105066.360000 sec): 3 clusters
  Score: Raw -17779916.368211 + Penalty 3909.568929 = -17776006.799281
  nChanged 5889
		SP:Iteration 11Q (105067.420000 sec): 3 clusters
  Score: Raw -17784760.627983 + Penalty 3909.568929 = -17780851.059053
  nChanged 4408
		SP:Iteration 12Q (105068.260000 sec): 3 clusters
  Score: Raw -17788178.179797 + Penalty 3909.568929 = -17784268.610868
  nChanged 3176
		SP:Iteration 13Q (105069.090000 sec): 3 clusters
  Score: Raw -17790553.670519 + Penalty 3909.568929 = -17786644.101589
  nChanged 2397
		SP:Iteration 14Q (105069.840000 sec): 3 clusters
  Score: Raw -17792322.133741 + Penalty 3909.568929 = -17788412.564811
  nChanged 1930
		SP:Iteration 15Q (105070.680000 sec): 3 clusters
  Score: Raw -17793632.819898 + Penalty 3909.568929 = -17789723.250968
  nChanged 1556
		SP:Iteration 16Q (105071.500000 sec): 3 clusters
  Score: Raw -17794595.782498 + Penalty 3909.568929 = -17790686.213568
  nChanged 1260
		SP:Iteration 17Q (105072.460000 sec): 3 clusters
  Score: Raw -17795345.609533 + Penalty 3909.568929 = -17791436.040603
  nChanged 1049
		SP:Iteration 18Q (105073.340000 sec): 3 clusters
  Score: Raw -17795938.265992 + Penalty 3909.568929 = -17792028.697062
  nChanged 887
		SP:Iteration 19Q (105074.140000 sec): 3 clusters
  Score: Raw -17796472.464378 + Penalty 3909.568929 = -17792562.895449
  nChanged 713
		SP:Iteration 20F (105075.110000 sec): 3 clusters
  Score: Raw -17796848.757395 + Penalty 3909.568929 = -17792939.188465
  nChanged 525
		SP:Iteration 21Q (105076.010000 sec): 3 clusters
  Score: Raw -17797126.452377 + Penalty 3909.568929 = -17793216.883448
  nChanged 399
		SP:Iteration 22Q (105076.780000 sec): 3 clusters
  Score: Raw -17797318.635826 + Penalty 3909.568929 = -17793409.066897
  nChanged 332
		SP:Iteration 23Q (105077.550000 sec): 3 clusters
  Score: Raw -17797474.963493 + Penalty 3909.568929 = -17793565.394563
  nChanged 293
		SP:Iteration 24Q (105078.270000 sec): 3 clusters
  Score: Raw -17797605.005108 + Penalty 3909.568929 = -17793695.436179
  nChanged 225
		SP:Iteration 25Q (105079.190000 sec): 3 clusters
  Score: Raw -17797690.579381 + Penalty 3909.568929 = -17793781.010452
  nChanged 173
		SP:Iteration 26Q (105079.980000 sec): 3 clusters
  Score: Raw -17797753.682825 + Penalty 3909.568929 = -17793844.113896
  nChanged 161
		SP:Iteration 27Q (105080.780000 sec): 3 clusters
  Score: Raw -17797814.857671 + Penalty 3909.568929 = -17793905.288741
  nChanged 150
		SP:Iteration 28Q (105081.520000 sec): 3 clusters
  Score: Raw -17797870.681128 + Penalty 3909.568929 = -17793961.112198
  nChanged 146
		SP:Iteration 29Q (105082.380000 sec): 3 clusters
  Score: Raw -17797924.934375 + Penalty 3909.568929 = -17794015.365446
  nChanged 138
		SP:Iteration 30Q (105083.140000 sec): 3 clusters
  Score: Raw -17797977.248520 + Penalty 3909.568929 = -17794067.679590
  nChanged 149
		SP:Iteration 31Q (105084.100000 sec): 3 clusters
  Score: Raw -17798037.312893 + Penalty 3909.568929 = -17794127.743964
  nChanged 144
		SP:Iteration 32Q (105084.860000 sec): 3 clusters
  Score: Raw -17798090.011723 + Penalty 3909.568929 = -17794180.442794
  nChanged 111
		SP:Iteration 33Q (105085.940000 sec): 3 clusters
  Score: Raw -17798132.236114 + Penalty 3909.568929 = -17794222.667184
  nChanged 115
		SP:Iteration 34Q (105086.770000 sec): 3 clusters
  Score: Raw -17798171.322596 + Penalty 3909.568929 = -17794261.753667
  nChanged 99
		SP:Iteration 35Q (105087.550000 sec): 3 clusters
  Score: Raw -17798206.490451 + Penalty 3909.568929 = -17794296.921521
  nChanged 100
		SP:Iteration 36Q (105088.320000 sec): 3 clusters
  Score: Raw -17798239.226062 + Penalty 3909.568929 = -17794329.657133
  nChanged 111
		SP:Iteration 37Q (105089.130000 sec): 3 clusters
  Score: Raw -17798278.076100 + Penalty 3909.568929 = -17794368.507170
  nChanged 91
		SP:Iteration 38Q (105089.900000 sec): 3 clusters
  Score: Raw -17798307.406857 + Penalty 3909.568929 = -17794397.837928
  nChanged 88
		SP:Iteration 39Q (105090.770000 sec): 3 clusters
  Score: Raw -17798334.488374 + Penalty 3909.568929 = -17794424.919445
  nChanged 79
		SP:Iteration 40F (105091.550000 sec): 3 clusters
  Score: Raw -17798380.108259 + Penalty 3909.568929 = -17794470.539330
  nChanged 103
		SP:Iteration 41Q (105092.340000 sec): 3 clusters
  Score: Raw -17798419.611996 + Penalty 3909.568929 = -17794510.043067
  nChanged 120
		SP:Iteration 42Q (105093.110000 sec): 3 clusters
  Score: Raw -17798463.012444 + Penalty 3909.568929 = -17794553.443514
  nChanged 130
		SP:Iteration 43Q (105093.880000 sec): 3 clusters
  Score: Raw -17798508.399068 + Penalty 3909.568929 = -17794598.830139
  nChanged 128
		SP:Iteration 44Q (105094.550000 sec): 3 clusters
  Score: Raw -17798558.902656 + Penalty 3909.568929 = -17794649.333727
  nChanged 139
		SP:Iteration 45Q (105095.420000 sec): 3 clusters
  Score: Raw -17798599.728624 + Penalty 3909.568929 = -17794690.159694
  nChanged 120
		SP:Iteration 46Q (105096.210000 sec): 3 clusters
  Score: Raw -17798628.677999 + Penalty 3909.568929 = -17794719.109070
  nChanged 106
		SP:Iteration 47Q (105096.970000 sec): 3 clusters
  Score: Raw -17798654.859284 + Penalty 3909.568929 = -17794745.290355
  nChanged 89
		SP:Iteration 48Q (105097.830000 sec): 3 clusters
  Score: Raw -17798672.127066 + Penalty 3909.568929 = -17794762.558136
  nChanged 74
		SP:Iteration 49Q (105098.660000 sec): 3 clusters
  Score: Raw -17798689.367650 + Penalty 3909.568929 = -17794779.798720
  nChanged 58
		SP:Iteration 50Q (105099.500000 sec): 3 clusters
  Score: Raw -17798701.020737 + Penalty 3909.568929 = -17794791.451808
  nChanged 52
		SP:Iteration 51Q (105100.270000 sec): 3 clusters
  Score: Raw -17798710.245222 + Penalty 3909.568929 = -17794800.676292
  nChanged 32
		SP:Iteration 52Q (105101.020000 sec): 3 clusters
  Score: Raw -17798715.073857 + Penalty 3909.568929 = -17794805.504928
  nChanged 21
		SP:Iteration 53Q (105101.790000 sec): 3 clusters
  Score: Raw -17798717.498739 + Penalty 3909.568929 = -17794807.929809
  nChanged 16
		SP:Iteration 54Q (105102.630000 sec): 3 clusters
  Score: Raw -17798719.581504 + Penalty 3909.568929 = -17794810.012575
  nChanged 15
		SP:Iteration 55Q (105103.360000 sec): 3 clusters
  Score: Raw -17798721.341513 + Penalty 3909.568929 = -17794811.772584
  nChanged 11
		SP:Iteration 56Q (105104.100000 sec): 3 clusters
  Score: Raw -17798722.612601 + Penalty 3909.568929 = -17794813.043672
  nChanged 7
		SP:Iteration 57Q (105104.900000 sec): 3 clusters
  Score: Raw -17798723.687717 + Penalty 3909.568929 = -17794814.118788
  nChanged 10
		SP:Iteration 58Q (105105.750000 sec): 3 clusters
  Score: Raw -17798724.878122 + Penalty 3909.568929 = -17794815.309192
  nChanged 10
		SP:Iteration 59Q (105106.460000 sec): 3 clusters
  Score: Raw -17798726.176335 + Penalty 3909.568929 = -17794816.607405
  nChanged 10
		SP:Iteration 60F (105107.410000 sec): 3 clusters
  Score: Raw -17798727.419105 + Penalty 3909.568929 = -17794817.850176
  nChanged 12
		SP:Iteration 61Q (105108.150000 sec): 3 clusters
  Score: Raw -17798729.039413 + Penalty 3909.568929 = -17794819.470483
  nChanged 13
		SP:Iteration 62Q (105108.950000 sec): 3 clusters
  Score: Raw -17798730.789176 + Penalty 3909.568929 = -17794821.220246
  nChanged 14
		SP:Iteration 63Q (105109.780000 sec): 3 clusters
  Score: Raw -17798732.349278 + Penalty 3909.568929 = -17794822.780348
  nChanged 17
		SP:Iteration 64Q (105110.550000 sec): 3 clusters
  Score: Raw -17798734.152018 + Penalty 3909.568929 = -17794824.583089
  nChanged 9
		SP:Iteration 65Q (105111.370000 sec): 3 clusters
  Score: Raw -17798735.333854 + Penalty 3909.568929 = -17794825.764925
  nChanged 12
		SP:Iteration 66Q (105112.310000 sec): 3 clusters
  Score: Raw -17798737.007173 + Penalty 3909.568929 = -17794827.438244
  nChanged 16
		SP:Iteration 67Q (105113.120000 sec): 3 clusters
  Score: Raw -17798739.014197 + Penalty 3909.568929 = -17794829.445268
  nChanged 18
		SP:Iteration 68Q (105114.010000 sec): 3 clusters
  Score: Raw -17798741.638742 + Penalty 3909.568929 = -17794832.069813
  nChanged 16
		SP:Iteration 69Q (105114.800000 sec): 3 clusters
  Score: Raw -17798743.233024 + Penalty 3909.568929 = -17794833.664095
  nChanged 14
		SP:Iteration 70Q (105115.680000 sec): 3 clusters
  Score: Raw -17798744.782593 + Penalty 3909.568929 = -17794835.213664
  nChanged 16
		SP:Iteration 71Q (105116.450000 sec): 3 clusters
  Score: Raw -17798747.897680 + Penalty 3909.568929 = -17794838.328751
  nChanged 27
		SP:Iteration 72Q (105117.330000 sec): 3 clusters
  Score: Raw -17798752.454016 + Penalty 3909.568929 = -17794842.885086
  nChanged 29
		SP:Iteration 73Q (105118.080000 sec): 3 clusters
  Score: Raw -17798756.069388 + Penalty 3909.568929 = -17794846.500458
  nChanged 18
		SP:Iteration 74Q (105118.940000 sec): 3 clusters
  Score: Raw -17798758.244339 + Penalty 3909.568929 = -17794848.675409
  nChanged 12
		SP:Iteration 75Q (105119.630000 sec): 3 clusters
  Score: Raw -17798759.317420 + Penalty 3909.568929 = -17794849.748491
  nChanged 5
		SP:Iteration 76Q (105120.450000 sec): 3 clusters
  Score: Raw -17798759.944083 + Penalty 3909.568929 = -17794850.375154
  nChanged 6
		SP:Iteration 77Q (105121.160000 sec): 3 clusters
  Score: Raw -17798760.756126 + Penalty 3909.568929 = -17794851.187197
  nChanged 8
		SP:Iteration 78Q (105121.930000 sec): 3 clusters
  Score: Raw -17798761.403689 + Penalty 3909.568929 = -17794851.834759
  nChanged 4
		SP:Iteration 79Q (105122.700000 sec): 3 clusters
  Score: Raw -17798762.122342 + Penalty 3909.568929 = -17794852.553413
  nChanged 4
		SP:Iteration 80F (105123.610000 sec): 3 clusters
  Score: Raw -17798762.789971 + Penalty 3909.568929 = -17794853.221041
  nChanged 5
		SP:Iteration 81Q (105124.380000 sec): 3 clusters
  Score: Raw -17798763.449006 + Penalty 3909.568929 = -17794853.880077
  nChanged 11
		SP:Iteration 82Q (105125.180000 sec): 3 clusters
  Score: Raw -17798764.824871 + Penalty 3909.568929 = -17794855.255941
  nChanged 13
		SP:Iteration 83Q (105125.930000 sec): 3 clusters
  Score: Raw -17798766.374676 + Penalty 3909.568929 = -17794856.805746
  nChanged 11
		SP:Iteration 84Q (105126.620000 sec): 3 clusters
  Score: Raw -17798767.285013 + Penalty 3909.568929 = -17794857.716084
  nChanged 6
		SP:Iteration 85Q (105127.260000 sec): 3 clusters
  Score: Raw -17798767.773738 + Penalty 3909.568929 = -17794858.204809
  nChanged 2
		SP:Iteration 86Q (105127.980000 sec): 3 clusters
  Score: Raw -17798768.027014 + Penalty 3909.568929 = -17794858.458085
  nChanged 1
		SP:Iteration 87Q (105128.680000 sec): 3 clusters
  Score: Raw -17798768.081222 + Penalty 3909.568929 = -17794858.512293
  nChanged 1
		SP:Iteration 88Q (105129.460000 sec): 3 clusters
  Score: Raw -17798768.136633 + Penalty 3909.568929 = -17794858.567703
  nChanged 3
		SP:Iteration 89Q (105130.170000 sec): 3 clusters
  Score: Raw -17798768.481986 + Penalty 3909.568929 = -17794858.913057
  nChanged 7
		SP:Iteration 90Q (105131.020000 sec): 3 clusters
  Score: Raw -17798769.397951 + Penalty 3909.568929 = -17794859.829022
  nChanged 6
		SP:Iteration 91Q (105131.770000 sec): 3 clusters
  Score: Raw -17798769.961939 + Penalty 3909.568929 = -17794860.393010
  nChanged 4
		SP:Iteration 92Q (105132.630000 sec): 3 clusters
  Score: Raw -17798770.341890 + Penalty 3909.568929 = -17794860.772960
  nChanged 5
		SP:Iteration 93Q (105133.400000 sec): 3 clusters
  Score: Raw -17798770.753482 + Penalty 3909.568929 = -17794861.184552
  nChanged 3
		SP:Iteration 94Q (105134.210000 sec): 3 clusters
  Score: Raw -17798771.122679 + Penalty 3909.568929 = -17794861.553750
  nChanged 5
		SP:Iteration 95Q (105134.950000 sec): 3 clusters
  Score: Raw -17798771.670613 + Penalty 3909.568929 = -17794862.101683
  nChanged 1
		SP:Iteration 96Q (105135.790000 sec): 3 clusters
  Score: Raw -17798771.782306 + Penalty 3909.568929 = -17794862.213376
  nChanged 2
		SP:Iteration 97Q (105136.530000 sec): 3 clusters
  Score: Raw -17798771.969849 + Penalty 3909.568929 = -17794862.400920
  nChanged 1
		SP:Iteration 98Q (105137.320000 sec): 3 clusters
  Score: Raw -17798772.168069 + Penalty 3909.568929 = -17794862.599139
  nChanged 2
		SP:Iteration 99Q (105137.960000 sec): 3 clusters
  Score: Raw -17798772.350559 + Penalty 3909.568929 = -17794862.781629
  nChanged 1
		SP:Iteration 100F (105138.730000 sec): 3 clusters
  Score: Raw -17798772.399514 + Penalty 3909.568929 = -17794862.830585
  nChanged 1
		SP:Iteration 101Q (105139.410000 sec): 3 clusters
  Score: Raw -17798772.469066 + Penalty 3909.568929 = -17794862.900137
  nChanged 0
		SP:Iteration 102F (105140.270000 sec): 3 clusters
  Score: Raw -17798772.469066 + Penalty 3909.568929 = -17794862.900137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105140.420000 sec): 2 clusters
  Score: Raw -611762.729523 + Penalty 1417.472176 = -610345.257346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105140.650000 sec): 3 clusters
  Score: Raw -608510.272580 + Penalty 2834.944353 = -605675.328228
  nChanged 2571
		SP:Iteration 1F (105140.840000 sec): 3 clusters
  Score: Raw -609837.994975 + Penalty 2834.944353 = -607003.050623
  nChanged 419
		SP:Iteration 2F (105141.030000 sec): 3 clusters
  Score: Raw -610013.767721 + Penalty 2834.944353 = -607178.823368
  nChanged 283
		SP:Iteration 3Q (105141.210000 sec): 3 clusters
  Score: Raw -610128.773352 + Penalty 2834.944353 = -607293.828999
  nChanged 221
		SP:Iteration 4Q (105141.460000 sec): 3 clusters
  Score: Raw -610233.686039 + Penalty 2834.944353 = -607398.741687
  nChanged 223
		SP:Iteration 5Q (105141.640000 sec): 3 clusters
  Score: Raw -610349.861534 + Penalty 2834.944353 = -607514.917181
  nChanged 205
		SP:Iteration 6Q (105141.870000 sec): 3 clusters
  Score: Raw -610448.958662 + Penalty 2834.944353 = -607614.014309
  nChanged 176
		SP:Iteration 7Q (105142.070000 sec): 3 clusters
  Score: Raw -610534.337582 + Penalty 2834.944353 = -607699.393229
  nChanged 145
		SP:Iteration 8Q (105142.230000 sec): 3 clusters
  Score: Raw -610603.039496 + Penalty 2834.944353 = -607768.095143
  nChanged 152
		SP:Iteration 9Q (105142.470000 sec): 3 clusters
  Score: Raw -610685.328227 + Penalty 2834.944353 = -607850.383874
  nChanged 171
		SP:Iteration 10Q (105142.660000 sec): 3 clusters
  Score: Raw -610771.868869 + Penalty 2834.944353 = -607936.924516
  nChanged 148
		SP:Iteration 11Q (105142.840000 sec): 3 clusters
  Score: Raw -610841.054803 + Penalty 2834.944353 = -608006.110450
  nChanged 144
		SP:Iteration 12Q (105143.010000 sec): 3 clusters
  Score: Raw -610891.666097 + Penalty 2834.944353 = -608056.721744
  nChanged 110
		SP:Iteration 13Q (105143.230000 sec): 3 clusters
  Score: Raw -610926.069273 + Penalty 2834.944353 = -608091.124920
  nChanged 92
		SP:Iteration 14Q (105143.400000 sec): 3 clusters
  Score: Raw -610951.509367 + Penalty 2834.944353 = -608116.565014
  nChanged 74
		SP:Iteration 15Q (105143.620000 sec): 3 clusters
  Score: Raw -610975.907547 + Penalty 2834.944353 = -608140.963194
  nChanged 66
		SP:Iteration 16Q (105143.820000 sec): 3 clusters
  Score: Raw -610998.662367 + Penalty 2834.944353 = -608163.718014
  nChanged 73
		SP:Iteration 17Q (105144.020000 sec): 3 clusters
  Score: Raw -611022.284560 + Penalty 2834.944353 = -608187.340207
  nChanged 67
		SP:Iteration 18Q (105144.200000 sec): 3 clusters
  Score: Raw -611049.198529 + Penalty 2834.944353 = -608214.254176
  nChanged 82
		SP:Iteration 19Q (105144.430000 sec): 3 clusters
  Score: Raw -611084.490049 + Penalty 2834.944353 = -608249.545696
  nChanged 96
		SP:Iteration 20F (105144.610000 sec): 3 clusters
  Score: Raw -611121.640401 + Penalty 2834.944353 = -608286.696048
  nChanged 92
		SP:Iteration 21Q (105144.810000 sec): 3 clusters
  Score: Raw -611156.982461 + Penalty 2834.944353 = -608322.038108
  nChanged 93
		SP:Iteration 22Q (105144.990000 sec): 3 clusters
  Score: Raw -611195.718259 + Penalty 2834.944353 = -608360.773906
  nChanged 109
		SP:Iteration 23Q (105145.150000 sec): 3 clusters
  Score: Raw -611243.759584 + Penalty 2834.944353 = -608408.815232
  nChanged 122
		SP:Iteration 24Q (105145.350000 sec): 3 clusters
  Score: Raw -611302.034197 + Penalty 2834.944353 = -608467.089844
  nChanged 124
		SP:Iteration 25Q (105145.550000 sec): 3 clusters
  Score: Raw -611366.393074 + Penalty 2834.944353 = -608531.448721
  nChanged 130
		SP:Iteration 26Q (105145.800000 sec): 3 clusters
  Score: Raw -611425.142195 + Penalty 2834.944353 = -608590.197842
  nChanged 109
		SP:Iteration 27Q (105145.950000 sec): 3 clusters
  Score: Raw -611480.551819 + Penalty 2834.944353 = -608645.607466
  nChanged 120
		SP:Iteration 28Q (105146.160000 sec): 3 clusters
  Score: Raw -611551.405729 + Penalty 2834.944353 = -608716.461376
  nChanged 116
		SP:Iteration 29Q (105146.400000 sec): 3 clusters
  Score: Raw -611617.531037 + Penalty 2834.944353 = -608782.586684
  nChanged 97
		SP:Iteration 30Q (105146.570000 sec): 3 clusters
  Score: Raw -611670.542573 + Penalty 2834.944353 = -608835.598220
  nChanged 80
		SP:Iteration 31Q (105146.760000 sec): 3 clusters
  Score: Raw -611717.380672 + Penalty 2834.944353 = -608882.436319
  nChanged 79
		SP:Iteration 32Q (105146.950000 sec): 3 clusters
  Score: Raw -611760.644743 + Penalty 2834.944353 = -608925.700391
  nChanged 66
		SP:Iteration 33Q (105147.150000 sec): 3 clusters
  Score: Raw -611803.311216 + Penalty 2834.944353 = -608968.366864
  nChanged 52
		SP:Iteration 34Q (105147.360000 sec): 3 clusters
  Score: Raw -611839.297717 + Penalty 2834.944353 = -609004.353364
  nChanged 46
		SP:Iteration 35Q (105147.560000 sec): 3 clusters
  Score: Raw -611868.886427 + Penalty 2834.944353 = -609033.942074
  nChanged 29
		SP:Iteration 36Q (105147.700000 sec): 3 clusters
  Score: Raw -611885.753027 + Penalty 2834.944353 = -609050.808674
  nChanged 26
		SP:Iteration 37Q (105147.920000 sec): 3 clusters
  Score: Raw -611899.657863 + Penalty 2834.944353 = -609064.713510
  nChanged 27
		SP:Iteration 38Q (105148.110000 sec): 3 clusters
  Score: Raw -611919.548997 + Penalty 2834.944353 = -609084.604644
  nChanged 20
		SP:Iteration 39Q (105148.320000 sec): 3 clusters
  Score: Raw -611934.242176 + Penalty 2834.944353 = -609099.297823
  nChanged 17
		SP:Iteration 40F (105148.530000 sec): 3 clusters
  Score: Raw -611946.358672 + Penalty 2834.944353 = -609111.414319
  nChanged 8
		SP:Iteration 41Q (105148.690000 sec): 3 clusters
  Score: Raw -611951.280386 + Penalty 2834.944353 = -609116.336033
  nChanged 3
		SP:Iteration 42Q (105148.920000 sec): 3 clusters
  Score: Raw -611952.374076 + Penalty 2834.944353 = -609117.429723
  nChanged 5
		SP:Iteration 43Q (105149.100000 sec): 3 clusters
  Score: Raw -611954.997672 + Penalty 2834.944353 = -609120.053319
  nChanged 7
		SP:Iteration 44Q (105149.230000 sec): 3 clusters
  Score: Raw -611958.573537 + Penalty 2834.944353 = -609123.629184
  nChanged 7
		SP:Iteration 45Q (105149.410000 sec): 3 clusters
  Score: Raw -611963.036850 + Penalty 2834.944353 = -609128.092498
  nChanged 3
		SP:Iteration 46Q (105149.580000 sec): 3 clusters
  Score: Raw -611964.654430 + Penalty 2834.944353 = -609129.710077
  nChanged 2
		SP:Iteration 47Q (105149.800000 sec): 3 clusters
  Score: Raw -611965.293271 + Penalty 2834.944353 = -609130.348918
  nChanged 2
		SP:Iteration 48Q (105149.970000 sec): 3 clusters
  Score: Raw -611965.860610 + Penalty 2834.944353 = -609130.916257
  nChanged 0
		SP:Iteration 49F (105150.170000 sec): 3 clusters
  Score: Raw -611965.860610 + Penalty 2834.944353 = -609130.916257
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (13411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105150.300000 sec): 2 clusters
  Score: Raw -1340165.793121 + Penalty 1544.372464 = -1338621.420657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105150.540000 sec): 3 clusters
  Score: Raw -1332333.636345 + Penalty 3088.744927 = -1329244.891418
  nChanged 5910
		SP:Iteration 1F (105150.770000 sec): 3 clusters
  Score: Raw -1335690.673376 + Penalty 3088.744927 = -1332601.928449
  nChanged 926
		SP:Iteration 2F (105151.000000 sec): 3 clusters
  Score: Raw -1336163.304675 + Penalty 3088.744927 = -1333074.559748
  nChanged 805
		SP:Iteration 3F (105151.230000 sec): 3 clusters
  Score: Raw -1336605.980274 + Penalty 3088.744927 = -1333517.235347
  nChanged 750
		SP:Iteration 4F (105151.390000 sec): 3 clusters
  Score: Raw -1337088.820437 + Penalty 3088.744927 = -1334000.075510
  nChanged 706
		SP:Iteration 5F (105151.650000 sec): 3 clusters
  Score: Raw -1337554.850445 + Penalty 3088.744927 = -1334466.105518
  nChanged 673
		SP:Iteration 6F (105151.880000 sec): 3 clusters
  Score: Raw -1338016.134088 + Penalty 3088.744927 = -1334927.389161
  nChanged 616
		SP:Iteration 7Q (105152.110000 sec): 3 clusters
  Score: Raw -1338471.462551 + Penalty 3088.744927 = -1335382.717624
  nChanged 561
		SP:Iteration 8Q (105152.310000 sec): 3 clusters
  Score: Raw -1338845.880540 + Penalty 3088.744927 = -1335757.135613
  nChanged 454
		SP:Iteration 9Q (105152.520000 sec): 3 clusters
  Score: Raw -1339121.010073 + Penalty 3088.744927 = -1336032.265146
  nChanged 348
		SP:Iteration 10Q (105152.740000 sec): 3 clusters
  Score: Raw -1339316.652129 + Penalty 3088.744927 = -1336227.907202
  nChanged 271
		SP:Iteration 11Q (105152.960000 sec): 3 clusters
  Score: Raw -1339471.164931 + Penalty 3088.744927 = -1336382.420004
  nChanged 238
		SP:Iteration 12Q (105153.130000 sec): 3 clusters
  Score: Raw -1339592.353479 + Penalty 3088.744927 = -1336503.608552
  nChanged 220
		SP:Iteration 13Q (105153.360000 sec): 3 clusters
  Score: Raw -1339709.714737 + Penalty 3088.744927 = -1336620.969810
  nChanged 188
		SP:Iteration 14Q (105153.540000 sec): 3 clusters
  Score: Raw -1339807.708932 + Penalty 3088.744927 = -1336718.964005
  nChanged 156
		SP:Iteration 15Q (105153.760000 sec): 3 clusters
  Score: Raw -1339879.912460 + Penalty 3088.744927 = -1336791.167533
  nChanged 132
		SP:Iteration 16Q (105153.990000 sec): 3 clusters
  Score: Raw -1339940.699987 + Penalty 3088.744927 = -1336851.955060
  nChanged 126
		SP:Iteration 17Q (105154.230000 sec): 3 clusters
  Score: Raw -1340001.632187 + Penalty 3088.744927 = -1336912.887260
  nChanged 113
		SP:Iteration 18Q (105154.420000 sec): 3 clusters
  Score: Raw -1340057.693957 + Penalty 3088.744927 = -1336968.949030
  nChanged 108
		SP:Iteration 19Q (105154.650000 sec): 3 clusters
  Score: Raw -1340109.329514 + Penalty 3088.744927 = -1337020.584587
  nChanged 91
		SP:Iteration 20F (105154.900000 sec): 3 clusters
  Score: Raw -1340143.568004 + Penalty 3088.744927 = -1337054.823077
  nChanged 65
		SP:Iteration 21Q (105155.090000 sec): 3 clusters
  Score: Raw -1340169.938007 + Penalty 3088.744927 = -1337081.193080
  nChanged 61
		SP:Iteration 22Q (105155.300000 sec): 3 clusters
  Score: Raw -1340195.111602 + Penalty 3088.744927 = -1337106.366675
  nChanged 64
		SP:Iteration 23Q (105155.520000 sec): 3 clusters
  Score: Raw -1340225.662471 + Penalty 3088.744927 = -1337136.917544
  nChanged 66
		SP:Iteration 24Q (105155.790000 sec): 3 clusters
  Score: Raw -1340258.109950 + Penalty 3088.744927 = -1337169.365023
  nChanged 50
		SP:Iteration 25Q (105156.010000 sec): 3 clusters
  Score: Raw -1340282.648900 + Penalty 3088.744927 = -1337193.903973
  nChanged 36
		SP:Iteration 26Q (105156.220000 sec): 3 clusters
  Score: Raw -1340301.406538 + Penalty 3088.744927 = -1337212.661611
  nChanged 38
		SP:Iteration 27Q (105156.450000 sec): 3 clusters
  Score: Raw -1340317.341305 + Penalty 3088.744927 = -1337228.596378
  nChanged 28
		SP:Iteration 28Q (105156.730000 sec): 3 clusters
  Score: Raw -1340328.678898 + Penalty 3088.744927 = -1337239.933971
  nChanged 31
		SP:Iteration 29Q (105156.960000 sec): 3 clusters
  Score: Raw -1340340.575769 + Penalty 3088.744927 = -1337251.830842
  nChanged 24
		SP:Iteration 30Q (105157.180000 sec): 3 clusters
  Score: Raw -1340352.910603 + Penalty 3088.744927 = -1337264.165676
  nChanged 22
		SP:Iteration 31Q (105157.420000 sec): 3 clusters
  Score: Raw -1340367.396811 + Penalty 3088.744927 = -1337278.651884
  nChanged 14
		SP:Iteration 32Q (105157.620000 sec): 3 clusters
  Score: Raw -1340373.169578 + Penalty 3088.744927 = -1337284.424651
  nChanged 14
		SP:Iteration 33Q (105157.840000 sec): 3 clusters
  Score: Raw -1340380.063634 + Penalty 3088.744927 = -1337291.318707
  nChanged 8
		SP:Iteration 34Q (105158.080000 sec): 3 clusters
  Score: Raw -1340382.822520 + Penalty 3088.744927 = -1337294.077593
  nChanged 5
		SP:Iteration 35Q (105158.310000 sec): 3 clusters
  Score: Raw -1340384.602747 + Penalty 3088.744927 = -1337295.857820
  nChanged 5
		SP:Iteration 36Q (105158.520000 sec): 3 clusters
  Score: Raw -1340385.994417 + Penalty 3088.744927 = -1337297.249490
  nChanged 3
		SP:Iteration 37Q (105158.720000 sec): 3 clusters
  Score: Raw -1340387.684274 + Penalty 3088.744927 = -1337298.939347
  nChanged 5
		SP:Iteration 38Q (105158.940000 sec): 3 clusters
  Score: Raw -1340389.745055 + Penalty 3088.744927 = -1337301.000128
  nChanged 6
		SP:Iteration 39Q (105159.220000 sec): 3 clusters
  Score: Raw -1340391.922797 + Penalty 3088.744927 = -1337303.177870
  nChanged 2
		SP:Iteration 40F (105159.440000 sec): 3 clusters
  Score: Raw -1340392.484606 + Penalty 3088.744927 = -1337303.739679
  nChanged 1
		SP:Iteration 41Q (105159.670000 sec): 3 clusters
  Score: Raw -1340392.596409 + Penalty 3088.744927 = -1337303.851482
  nChanged 1
		SP:Iteration 42Q (105159.920000 sec): 3 clusters
  Score: Raw -1340392.802740 + Penalty 3088.744927 = -1337304.057813
  nChanged 0
		SP:Iteration 43F (105160.160000 sec): 3 clusters
  Score: Raw -1340392.802740 + Penalty 3088.744927 = -1337304.057813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105160.270000 sec): 2 clusters
  Score: Raw -144160.875542 + Penalty 1167.625390 = -142993.250152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105160.440000 sec): 3 clusters
  Score: Raw -143687.957427 + Penalty 2335.250780 = -141352.706647
  nChanged 420
		SP:Iteration 1F (105160.620000 sec): 3 clusters
  Score: Raw -144033.634319 + Penalty 2335.250780 = -141698.383539
  nChanged 108
		SP:Iteration 2F (105160.840000 sec): 3 clusters
  Score: Raw -144148.447226 + Penalty 2335.250780 = -141813.196446
  nChanged 72
		SP:Iteration 3F (105160.980000 sec): 3 clusters
  Score: Raw -144229.839466 + Penalty 2335.250780 = -141894.588686
  nChanged 46
		SP:Iteration 4Q (105161.190000 sec): 3 clusters
  Score: Raw -144271.125974 + Penalty 2335.250780 = -141935.875194
  nChanged 43
		SP:Iteration 5Q (105161.370000 sec): 3 clusters
  Score: Raw -144315.653528 + Penalty 2335.250780 = -141980.402748
  nChanged 41
		SP:Iteration 6Q (105161.530000 sec): 3 clusters
  Score: Raw -144360.697520 + Penalty 2335.250780 = -142025.446739
  nChanged 41
		SP:Iteration 7Q (105161.720000 sec): 3 clusters
  Score: Raw -144395.879732 + Penalty 2335.250780 = -142060.628952
  nChanged 29
		SP:Iteration 8Q (105161.920000 sec): 3 clusters
  Score: Raw -144424.082501 + Penalty 2335.250780 = -142088.831721
  nChanged 30
		SP:Iteration 9Q (105162.070000 sec): 3 clusters
  Score: Raw -144447.365159 + Penalty 2335.250780 = -142112.114378
  nChanged 25
		SP:Iteration 10Q (105162.250000 sec): 3 clusters
  Score: Raw -144472.229191 + Penalty 2335.250780 = -142136.978411
  nChanged 19
		SP:Iteration 11Q (105162.450000 sec): 3 clusters
  Score: Raw -144489.372944 + Penalty 2335.250780 = -142154.122164
  nChanged 24
		SP:Iteration 12Q (105162.630000 sec): 3 clusters
  Score: Raw -144512.316902 + Penalty 2335.250780 = -142177.066122
  nChanged 19
		SP:Iteration 13Q (105162.840000 sec): 3 clusters
  Score: Raw -144531.823324 + Penalty 2335.250780 = -142196.572544
  nChanged 14
		SP:Iteration 14Q (105163.030000 sec): 3 clusters
  Score: Raw -144547.118920 + Penalty 2335.250780 = -142211.868140
  nChanged 9
		SP:Iteration 15Q (105163.190000 sec): 3 clusters
  Score: Raw -144555.166791 + Penalty 2335.250780 = -142219.916011
  nChanged 4
		SP:Iteration 16Q (105163.330000 sec): 3 clusters
  Score: Raw -144557.948787 + Penalty 2335.250780 = -142222.698007
  nChanged 0
		SP:Iteration 17F (105163.490000 sec): 3 clusters
  Score: Raw -144557.948787 + Penalty 2335.250780 = -142222.698007
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105164.040000 sec): 2 clusters
  Score: Raw -11788510.595327 + Penalty 1892.558177 = -11786618.037150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105164.740000 sec): 3 clusters
  Score: Raw -11713889.551858 + Penalty 3785.116353 = -11710104.435504
  nChanged 54597
		SP:Iteration 1F (105165.490000 sec): 3 clusters
  Score: Raw -11746609.702982 + Penalty 3785.116353 = -11742824.586629
  nChanged 4420
		SP:Iteration 2Q (105166.220000 sec): 3 clusters
  Score: Raw -11748141.802995 + Penalty 3785.116353 = -11744356.686642
  nChanged 5007
		SP:Iteration 3Q (105166.950000 sec): 3 clusters
  Score: Raw -11750292.704784 + Penalty 3785.116353 = -11746507.588431
  nChanged 5762
		SP:Iteration 4F (105167.650000 sec): 3 clusters
  Score: Raw -11753328.310449 + Penalty 3785.116353 = -11749543.194095
  nChanged 6607
		SP:Iteration 5F (105168.400000 sec): 3 clusters
  Score: Raw -11757459.061062 + Penalty 3785.116353 = -11753673.944709
  nChanged 7171
		SP:Iteration 6F (105169.110000 sec): 3 clusters
  Score: Raw -11762466.644294 + Penalty 3785.116353 = -11758681.527941
  nChanged 7627
		SP:Iteration 7F (105169.870000 sec): 3 clusters
  Score: Raw -11768009.570743 + Penalty 3785.116353 = -11764224.454389
  nChanged 7304
		SP:Iteration 8F (105170.690000 sec): 3 clusters
  Score: Raw -11773663.804887 + Penalty 3785.116353 = -11769878.688533
  nChanged 6475
		SP:Iteration 9F (105171.500000 sec): 3 clusters
  Score: Raw -11778815.911791 + Penalty 3785.116353 = -11775030.795438
  nChanged 4975
		SP:Iteration 10Q (105172.190000 sec): 3 clusters
  Score: Raw -11782698.835351 + Penalty 3785.116353 = -11778913.718998
  nChanged 3380
		SP:Iteration 11Q (105172.960000 sec): 3 clusters
  Score: Raw -11785269.271286 + Penalty 3785.116353 = -11781484.154932
  nChanged 2176
		SP:Iteration 12Q (105173.500000 sec): 3 clusters
  Score: Raw -11786830.353103 + Penalty 3785.116353 = -11783045.236750
  nChanged 1255
		SP:Iteration 13Q (105174.150000 sec): 3 clusters
  Score: Raw -11787678.255776 + Penalty 3785.116353 = -11783893.139423
  nChanged 709
		SP:Iteration 14Q (105174.770000 sec): 3 clusters
  Score: Raw -11788132.147826 + Penalty 3785.116353 = -11784347.031473
  nChanged 400
		SP:Iteration 15Q (105175.290000 sec): 3 clusters
  Score: Raw -11788374.406447 + Penalty 3785.116353 = -11784589.290094
  nChanged 212
		SP:Iteration 16Q (105175.920000 sec): 3 clusters
  Score: Raw -11788505.119892 + Penalty 3785.116353 = -11784720.003538
  nChanged 132
		SP:Iteration 17Q (105176.480000 sec): 3 clusters
  Score: Raw -11788591.451956 + Penalty 3785.116353 = -11784806.335603
  nChanged 101
		SP:Iteration 18Q (105177.020000 sec): 3 clusters
  Score: Raw -11788653.554466 + Penalty 3785.116353 = -11784868.438112
  nChanged 66
		SP:Iteration 19Q (105177.640000 sec): 3 clusters
  Score: Raw -11788696.326865 + Penalty 3785.116353 = -11784911.210512
  nChanged 49
		SP:Iteration 20F (105178.300000 sec): 3 clusters
  Score: Raw -11788727.151129 + Penalty 3785.116353 = -11784942.034776
  nChanged 30
		SP:Iteration 21Q (105179.030000 sec): 3 clusters
  Score: Raw -11788745.959896 + Penalty 3785.116353 = -11784960.843542
  nChanged 23
		SP:Iteration 22Q (105179.720000 sec): 3 clusters
  Score: Raw -11788762.824770 + Penalty 3785.116353 = -11784977.708416
  nChanged 23
		SP:Iteration 23Q (105180.360000 sec): 3 clusters
  Score: Raw -11788775.817467 + Penalty 3785.116353 = -11784990.701114
  nChanged 15
		SP:Iteration 24Q (105181.040000 sec): 3 clusters
  Score: Raw -11788783.662021 + Penalty 3785.116353 = -11784998.545668
  nChanged 15
		SP:Iteration 25Q (105181.650000 sec): 3 clusters
  Score: Raw -11788791.474803 + Penalty 3785.116353 = -11785006.358450
  nChanged 8
		SP:Iteration 26Q (105182.320000 sec): 3 clusters
  Score: Raw -11788794.394514 + Penalty 3785.116353 = -11785009.278161
  nChanged 4
		SP:Iteration 27Q (105182.920000 sec): 3 clusters
  Score: Raw -11788795.902967 + Penalty 3785.116353 = -11785010.786614
  nChanged 2
		SP:Iteration 28Q (105183.450000 sec): 3 clusters
  Score: Raw -11788796.727424 + Penalty 3785.116353 = -11785011.611071
  nChanged 2
		SP:Iteration 29Q (105184.060000 sec): 3 clusters
  Score: Raw -11788797.297328 + Penalty 3785.116353 = -11785012.180975
  nChanged 3
		SP:Iteration 30Q (105184.630000 sec): 3 clusters
  Score: Raw -11788798.661732 + Penalty 3785.116353 = -11785013.545379
  nChanged 3
		SP:Iteration 31Q (105185.170000 sec): 3 clusters
  Score: Raw -11788801.651127 + Penalty 3785.116353 = -11785016.534773
  nChanged 7
		SP:Iteration 32Q (105185.770000 sec): 3 clusters
  Score: Raw -11788806.322993 + Penalty 3785.116353 = -11785021.206640
  nChanged 5
		SP:Iteration 33Q (105186.360000 sec): 3 clusters
  Score: Raw -11788809.462865 + Penalty 3785.116353 = -11785024.346512
  nChanged 5
		SP:Iteration 34Q (105187.060000 sec): 3 clusters
  Score: Raw -11788811.992102 + Penalty 3785.116353 = -11785026.875749
  nChanged 6
		SP:Iteration 35Q (105187.680000 sec): 3 clusters
  Score: Raw -11788814.684516 + Penalty 3785.116353 = -11785029.568163
  nChanged 3
		SP:Iteration 36Q (105188.230000 sec): 3 clusters
  Score: Raw -11788816.581851 + Penalty 3785.116353 = -11785031.465498
  nChanged 7
		SP:Iteration 37Q (105188.850000 sec): 3 clusters
  Score: Raw -11788820.706900 + Penalty 3785.116353 = -11785035.590547
  nChanged 10
		SP:Iteration 38Q (105189.600000 sec): 3 clusters
  Score: Raw -11788826.820724 + Penalty 3785.116353 = -11785041.704370
  nChanged 4
		SP:Iteration 39Q (105190.230000 sec): 3 clusters
  Score: Raw -11788828.382683 + Penalty 3785.116353 = -11785043.266330
  nChanged 2
		SP:Iteration 40F (105190.920000 sec): 3 clusters
  Score: Raw -11788829.385027 + Penalty 3785.116353 = -11785044.268674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105191.040000 sec): 2 clusters
  Score: Raw -294042.063422 + Penalty 1299.729502 = -292742.333920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105191.220000 sec): 3 clusters
  Score: Raw -292668.246723 + Penalty 2599.459004 = -290068.787720
  nChanged 1120
		SP:Iteration 1F (105191.400000 sec): 3 clusters
  Score: Raw -293349.698481 + Penalty 2599.459004 = -290750.239477
  nChanged 224
		SP:Iteration 2F (105191.610000 sec): 3 clusters
  Score: Raw -293484.812486 + Penalty 2599.459004 = -290885.353483
  nChanged 177
		SP:Iteration 3F (105191.780000 sec): 3 clusters
  Score: Raw -293604.417585 + Penalty 2599.459004 = -291004.958582
  nChanged 142
		SP:Iteration 4Q (105191.960000 sec): 3 clusters
  Score: Raw -293696.091741 + Penalty 2599.459004 = -291096.632737
  nChanged 109
		SP:Iteration 5Q (105192.120000 sec): 3 clusters
  Score: Raw -293763.620056 + Penalty 2599.459004 = -291164.161052
  nChanged 96
		SP:Iteration 6Q (105192.320000 sec): 3 clusters
  Score: Raw -293825.203864 + Penalty 2599.459004 = -291225.744861
  nChanged 90
		SP:Iteration 7Q (105192.500000 sec): 3 clusters
  Score: Raw -293882.666025 + Penalty 2599.459004 = -291283.207021
  nChanged 65
		SP:Iteration 8Q (105192.660000 sec): 3 clusters
  Score: Raw -293916.229345 + Penalty 2599.459004 = -291316.770341
  nChanged 56
		SP:Iteration 9Q (105192.910000 sec): 3 clusters
  Score: Raw -293943.392001 + Penalty 2599.459004 = -291343.932997
  nChanged 51
		SP:Iteration 10Q (105193.080000 sec): 3 clusters
  Score: Raw -293972.581393 + Penalty 2599.459004 = -291373.122389
  nChanged 55
		SP:Iteration 11Q (105193.210000 sec): 3 clusters
  Score: Raw -293995.960002 + Penalty 2599.459004 = -291396.500998
  nChanged 44
		SP:Iteration 12Q (105193.380000 sec): 3 clusters
  Score: Raw -294018.652710 + Penalty 2599.459004 = -291419.193706
  nChanged 52
		SP:Iteration 13Q (105193.560000 sec): 3 clusters
  Score: Raw -294050.688819 + Penalty 2599.459004 = -291451.229815
  nChanged 45
		SP:Iteration 14Q (105193.790000 sec): 3 clusters
  Score: Raw -294075.961776 + Penalty 2599.459004 = -291476.502773
  nChanged 46
		SP:Iteration 15Q (105193.960000 sec): 3 clusters
  Score: Raw -294098.032691 + Penalty 2599.459004 = -291498.573687
  nChanged 30
		SP:Iteration 16Q (105194.150000 sec): 3 clusters
  Score: Raw -294110.166219 + Penalty 2599.459004 = -291510.707215
  nChanged 23
		SP:Iteration 17Q (105194.320000 sec): 3 clusters
  Score: Raw -294124.342170 + Penalty 2599.459004 = -291524.883166
  nChanged 34
		SP:Iteration 18Q (105194.500000 sec): 3 clusters
  Score: Raw -294143.563255 + Penalty 2599.459004 = -291544.104251
  nChanged 38
		SP:Iteration 19Q (105194.700000 sec): 3 clusters
  Score: Raw -294163.589525 + Penalty 2599.459004 = -291564.130521
  nChanged 34
		SP:Iteration 20F (105194.880000 sec): 3 clusters
  Score: Raw -294180.638496 + Penalty 2599.459004 = -291581.179492
  nChanged 24
		SP:Iteration 21Q (105195.060000 sec): 3 clusters
  Score: Raw -294196.165238 + Penalty 2599.459004 = -291596.706235
  nChanged 23
		SP:Iteration 22Q (105195.280000 sec): 3 clusters
  Score: Raw -294207.732729 + Penalty 2599.459004 = -291608.273726
  nChanged 25
		SP:Iteration 23Q (105195.440000 sec): 3 clusters
  Score: Raw -294219.562611 + Penalty 2599.459004 = -291620.103607
  nChanged 21
		SP:Iteration 24Q (105195.620000 sec): 3 clusters
  Score: Raw -294230.390174 + Penalty 2599.459004 = -291630.931171
  nChanged 20
		SP:Iteration 25Q (105195.850000 sec): 3 clusters
  Score: Raw -294239.874060 + Penalty 2599.459004 = -291640.415056
  nChanged 12
		SP:Iteration 26Q (105196.020000 sec): 3 clusters
  Score: Raw -294244.206338 + Penalty 2599.459004 = -291644.747335
  nChanged 11
		SP:Iteration 27Q (105196.210000 sec): 3 clusters
  Score: Raw -294249.706173 + Penalty 2599.459004 = -291650.247169
  nChanged 11
		SP:Iteration 28Q (105196.350000 sec): 3 clusters
  Score: Raw -294255.515838 + Penalty 2599.459004 = -291656.056834
  nChanged 11
		SP:Iteration 29Q (105196.540000 sec): 3 clusters
  Score: Raw -294259.349338 + Penalty 2599.459004 = -291659.890334
  nChanged 5
		SP:Iteration 30Q (105196.690000 sec): 3 clusters
  Score: Raw -294261.696969 + Penalty 2599.459004 = -291662.237965
  nChanged 7
		SP:Iteration 31Q (105196.900000 sec): 3 clusters
  Score: Raw -294263.902180 + Penalty 2599.459004 = -291664.443177
  nChanged 4
		SP:Iteration 32Q (105197.040000 sec): 3 clusters
  Score: Raw -294265.048435 + Penalty 2599.459004 = -291665.589431
  nChanged 3
		SP:Iteration 33Q (105197.240000 sec): 3 clusters
  Score: Raw -294265.901883 + Penalty 2599.459004 = -291666.442880
  nChanged 4
		SP:Iteration 34Q (105197.420000 sec): 3 clusters
  Score: Raw -294266.990246 + Penalty 2599.459004 = -291667.531242
  nChanged 2
		SP:Iteration 35Q (105197.570000 sec): 3 clusters
  Score: Raw -294267.800739 + Penalty 2599.459004 = -291668.341735
  nChanged 1
		SP:Iteration 36Q (105197.780000 sec): 3 clusters
  Score: Raw -294268.023379 + Penalty 2599.459004 = -291668.564375
  nChanged 0
		SP:Iteration 37F (105197.930000 sec): 3 clusters
  Score: Raw -294268.023379 + Penalty 2599.459004 = -291668.564375
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105198.020000 sec): 2 clusters
  Score: Raw -200834.738817 + Penalty 1237.165309 = -199597.573507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105198.220000 sec): 3 clusters
  Score: Raw -199932.359052 + Penalty 2474.330618 = -197458.028434
  nChanged 726
		SP:Iteration 1F (105198.400000 sec): 3 clusters
  Score: Raw -200414.541311 + Penalty 2474.330618 = -197940.210693
  nChanged 161
		SP:Iteration 2F (105198.510000 sec): 3 clusters
  Score: Raw -200539.156354 + Penalty 2474.330618 = -198064.825735
  nChanged 95
		SP:Iteration 3Q (105198.710000 sec): 3 clusters
  Score: Raw -200619.089338 + Penalty 2474.330618 = -198144.758719
  nChanged 73
		SP:Iteration 4Q (105198.880000 sec): 3 clusters
  Score: Raw -200675.638663 + Penalty 2474.330618 = -198201.308044
  nChanged 61
		SP:Iteration 5Q (105199.030000 sec): 3 clusters
  Score: Raw -200722.460974 + Penalty 2474.330618 = -198248.130356
  nChanged 53
		SP:Iteration 6Q (105199.200000 sec): 3 clusters
  Score: Raw -200766.211451 + Penalty 2474.330618 = -198291.880833
  nChanged 50
		SP:Iteration 7Q (105199.370000 sec): 3 clusters
  Score: Raw -200815.493225 + Penalty 2474.330618 = -198341.162606
  nChanged 55
		SP:Iteration 8Q (105199.560000 sec): 3 clusters
  Score: Raw -200864.932094 + Penalty 2474.330618 = -198390.601476
  nChanged 52
		SP:Iteration 9Q (105199.740000 sec): 3 clusters
  Score: Raw -200907.208278 + Penalty 2474.330618 = -198432.877660
  nChanged 51
		SP:Iteration 10Q (105199.910000 sec): 3 clusters
  Score: Raw -200944.156582 + Penalty 2474.330618 = -198469.825964
  nChanged 41
		SP:Iteration 11Q (105200.090000 sec): 3 clusters
  Score: Raw -200985.792819 + Penalty 2474.330618 = -198511.462201
  nChanged 44
		SP:Iteration 12Q (105200.260000 sec): 3 clusters
  Score: Raw -201020.934998 + Penalty 2474.330618 = -198546.604380
  nChanged 39
		SP:Iteration 13Q (105200.440000 sec): 3 clusters
  Score: Raw -201055.887375 + Penalty 2474.330618 = -198581.556757
  nChanged 39
		SP:Iteration 14Q (105200.560000 sec): 3 clusters
  Score: Raw -201081.808132 + Penalty 2474.330618 = -198607.477513
  nChanged 34
		SP:Iteration 15Q (105200.750000 sec): 3 clusters
  Score: Raw -201104.303213 + Penalty 2474.330618 = -198629.972594
  nChanged 27
		SP:Iteration 16Q (105200.910000 sec): 3 clusters
  Score: Raw -201133.015872 + Penalty 2474.330618 = -198658.685254
  nChanged 35
		SP:Iteration 17Q (105201.100000 sec): 3 clusters
  Score: Raw -201158.725445 + Penalty 2474.330618 = -198684.394826
  nChanged 28
		SP:Iteration 18Q (105201.270000 sec): 3 clusters
  Score: Raw -201175.008563 + Penalty 2474.330618 = -198700.677944
  nChanged 23
		SP:Iteration 19Q (105201.420000 sec): 3 clusters
  Score: Raw -201188.741224 + Penalty 2474.330618 = -198714.410605
  nChanged 22
		SP:Iteration 20F (105201.630000 sec): 3 clusters
  Score: Raw -201204.168937 + Penalty 2474.330618 = -198729.838319
  nChanged 16
		SP:Iteration 21Q (105201.800000 sec): 3 clusters
  Score: Raw -201214.838775 + Penalty 2474.330618 = -198740.508156
  nChanged 17
		SP:Iteration 22Q (105202.020000 sec): 3 clusters
  Score: Raw -201224.899002 + Penalty 2474.330618 = -198750.568384
  nChanged 13
		SP:Iteration 23Q (105202.170000 sec): 3 clusters
  Score: Raw -201232.959863 + Penalty 2474.330618 = -198758.629244
  nChanged 11
		SP:Iteration 24Q (105202.380000 sec): 3 clusters
  Score: Raw -201240.278452 + Penalty 2474.330618 = -198765.947833
  nChanged 13
		SP:Iteration 25Q (105202.540000 sec): 3 clusters
  Score: Raw -201247.834485 + Penalty 2474.330618 = -198773.503866
  nChanged 7
		SP:Iteration 26Q (105202.700000 sec): 3 clusters
  Score: Raw -201252.456002 + Penalty 2474.330618 = -198778.125383
  nChanged 8
		SP:Iteration 27Q (105202.880000 sec): 3 clusters
  Score: Raw -201255.996828 + Penalty 2474.330618 = -198781.666210
  nChanged 5
		SP:Iteration 28Q (105203.050000 sec): 3 clusters
  Score: Raw -201257.740818 + Penalty 2474.330618 = -198783.410199
  nChanged 4
		SP:Iteration 29Q (105203.250000 sec): 3 clusters
  Score: Raw -201259.283223 + Penalty 2474.330618 = -198784.952605
  nChanged 1
		SP:Iteration 30Q (105203.460000 sec): 3 clusters
  Score: Raw -201259.589356 + Penalty 2474.330618 = -198785.258738
  nChanged 2
		SP:Iteration 31Q (105203.600000 sec): 3 clusters
  Score: Raw -201260.954517 + Penalty 2474.330618 = -198786.623899
  nChanged 7
		SP:Iteration 32Q (105203.780000 sec): 3 clusters
  Score: Raw -201263.950150 + Penalty 2474.330618 = -198789.619532
  nChanged 5
		SP:Iteration 33Q (105203.930000 sec): 3 clusters
  Score: Raw -201266.137590 + Penalty 2474.330618 = -198791.806972
  nChanged 1
		SP:Iteration 34Q (105204.080000 sec): 3 clusters
  Score: Raw -201266.714366 + Penalty 2474.330618 = -198792.383747
  nChanged 2
		SP:Iteration 35Q (105204.280000 sec): 3 clusters
  Score: Raw -201267.016610 + Penalty 2474.330618 = -198792.685992
  nChanged 1
		SP:Iteration 36Q (105204.460000 sec): 3 clusters
  Score: Raw -201267.289869 + Penalty 2474.330618 = -198792.959251
  nChanged 1
		SP:Iteration 37Q (105204.650000 sec): 3 clusters
  Score: Raw -201267.783191 + Penalty 2474.330618 = -198793.452573
  nChanged 0
		SP:Iteration 38F (105204.800000 sec): 3 clusters
  Score: Raw -201267.783191 + Penalty 2474.330618 = -198793.452573
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105204.930000 sec): 2 clusters
  Score: Raw -848499.412410 + Penalty 1460.723886 = -847038.688524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105205.140000 sec): 3 clusters
  Score: Raw -844073.623320 + Penalty 2921.447771 = -841152.175549
  nChanged 3392
		SP:Iteration 1F (105205.350000 sec): 3 clusters
  Score: Raw -845962.491156 + Penalty 2921.447771 = -843041.043385
  nChanged 554
		SP:Iteration 2F (105205.520000 sec): 3 clusters
  Score: Raw -846268.279850 + Penalty 2921.447771 = -843346.832078
  nChanged 470
		SP:Iteration 3F (105205.710000 sec): 3 clusters
  Score: Raw -846507.526483 + Penalty 2921.447771 = -843586.078712
  nChanged 394
		SP:Iteration 4Q (105205.940000 sec): 3 clusters
  Score: Raw -846695.899753 + Penalty 2921.447771 = -843774.451982
  nChanged 368
		SP:Iteration 5Q (105206.100000 sec): 3 clusters
  Score: Raw -846871.498293 + Penalty 2921.447771 = -843950.050522
  nChanged 376
		SP:Iteration 6Q (105206.320000 sec): 3 clusters
  Score: Raw -847046.107376 + Penalty 2921.447771 = -844124.659605
  nChanged 341
		SP:Iteration 7Q (105206.500000 sec): 3 clusters
  Score: Raw -847206.818477 + Penalty 2921.447771 = -844285.370706
  nChanged 325
		SP:Iteration 8Q (105206.720000 sec): 3 clusters
  Score: Raw -847367.261331 + Penalty 2921.447771 = -844445.813560
  nChanged 322
		SP:Iteration 9Q (105206.960000 sec): 3 clusters
  Score: Raw -847536.321135 + Penalty 2921.447771 = -844614.873364
  nChanged 301
		SP:Iteration 10Q (105207.170000 sec): 3 clusters
  Score: Raw -847680.465764 + Penalty 2921.447771 = -844759.017993
  nChanged 243
		SP:Iteration 11Q (105207.350000 sec): 3 clusters
  Score: Raw -847792.934829 + Penalty 2921.447771 = -844871.487058
  nChanged 221
		SP:Iteration 12Q (105207.520000 sec): 3 clusters
  Score: Raw -847898.272152 + Penalty 2921.447771 = -844976.824381
  nChanged 191
		SP:Iteration 13Q (105207.780000 sec): 3 clusters
  Score: Raw -847988.316141 + Penalty 2921.447771 = -845066.868370
  nChanged 167
		SP:Iteration 14Q (105207.940000 sec): 3 clusters
  Score: Raw -848067.778869 + Penalty 2921.447771 = -845146.331098
  nChanged 159
		SP:Iteration 15Q (105208.150000 sec): 3 clusters
  Score: Raw -848156.166715 + Penalty 2921.447771 = -845234.718944
  nChanged 149
		SP:Iteration 16Q (105208.350000 sec): 3 clusters
  Score: Raw -848240.598071 + Penalty 2921.447771 = -845319.150300
  nChanged 134
		SP:Iteration 17Q (105208.550000 sec): 3 clusters
  Score: Raw -848342.718086 + Penalty 2921.447771 = -845421.270314
  nChanged 137
		SP:Iteration 18Q (105208.750000 sec): 3 clusters
  Score: Raw -848433.910729 + Penalty 2921.447771 = -845512.462958
  nChanged 112
		SP:Iteration 19Q (105208.960000 sec): 3 clusters
  Score: Raw -848521.359645 + Penalty 2921.447771 = -845599.911873
  nChanged 108
		SP:Iteration 20F (105209.170000 sec): 3 clusters
  Score: Raw -848604.883089 + Penalty 2921.447771 = -845683.435318
  nChanged 80
		SP:Iteration 21Q (105209.350000 sec): 3 clusters
  Score: Raw -848664.038105 + Penalty 2921.447771 = -845742.590334
  nChanged 58
		SP:Iteration 22Q (105209.550000 sec): 3 clusters
  Score: Raw -848712.903461 + Penalty 2921.447771 = -845791.455690
  nChanged 47
		SP:Iteration 23Q (105209.790000 sec): 3 clusters
  Score: Raw -848748.893428 + Penalty 2921.447771 = -845827.445657
  nChanged 29
		SP:Iteration 24Q (105209.950000 sec): 3 clusters
  Score: Raw -848770.252662 + Penalty 2921.447771 = -845848.804891
  nChanged 18
		SP:Iteration 25Q (105210.130000 sec): 3 clusters
  Score: Raw -848783.125900 + Penalty 2921.447771 = -845861.678128
  nChanged 10
		SP:Iteration 26Q (105210.360000 sec): 3 clusters
  Score: Raw -848791.582639 + Penalty 2921.447771 = -845870.134868
  nChanged 10
		SP:Iteration 27Q (105210.580000 sec): 3 clusters
  Score: Raw -848798.371562 + Penalty 2921.447771 = -845876.923791
  nChanged 6
		SP:Iteration 28Q (105210.780000 sec): 3 clusters
  Score: Raw -848802.210383 + Penalty 2921.447771 = -845880.762612
  nChanged 3
		SP:Iteration 29Q (105211.020000 sec): 3 clusters
  Score: Raw -848804.145087 + Penalty 2921.447771 = -845882.697316
  nChanged 3
		SP:Iteration 30Q (105211.210000 sec): 3 clusters
  Score: Raw -848805.733058 + Penalty 2921.447771 = -845884.285287
  nChanged 3
		SP:Iteration 31Q (105211.380000 sec): 3 clusters
  Score: Raw -848807.925481 + Penalty 2921.447771 = -845886.477710
  nChanged 1
		SP:Iteration 32Q (105211.610000 sec): 3 clusters
  Score: Raw -848808.464080 + Penalty 2921.447771 = -845887.016309
  nChanged 2
		SP:Iteration 33Q (105211.830000 sec): 3 clusters
  Score: Raw -848809.372221 + Penalty 2921.447771 = -845887.924449
  nChanged 2
		SP:Iteration 34Q (105212.040000 sec): 3 clusters
  Score: Raw -848810.537859 + Penalty 2921.447771 = -845889.090088
  nChanged 1
		SP:Iteration 35Q (105212.240000 sec): 3 clusters
  Score: Raw -848811.019762 + Penalty 2921.447771 = -845889.571991
  nChanged 0
		SP:Iteration 36F (105212.440000 sec): 3 clusters
  Score: Raw -848811.019762 + Penalty 2921.447771 = -845889.571991
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (32453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105212.630000 sec): 2 clusters
  Score: Raw -3579643.092414 + Penalty 1687.976577 = -3577955.115837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105212.960000 sec): 3 clusters
  Score: Raw -3559519.060680 + Penalty 3375.953155 = -3556143.107525
  nChanged 14926
		SP:Iteration 1F (105213.330000 sec): 3 clusters
  Score: Raw -3567756.948862 + Penalty 3375.953155 = -3564380.995708
  nChanged 1155
		SP:Iteration 2Q (105213.670000 sec): 3 clusters
  Score: Raw -3568027.379415 + Penalty 3375.953155 = -3564651.426260
  nChanged 1039
		SP:Iteration 3Q (105213.990000 sec): 3 clusters
  Score: Raw -3568245.724322 + Penalty 3375.953155 = -3564869.771168
  nChanged 895
		SP:Iteration 4Q (105214.320000 sec): 3 clusters
  Score: Raw -3568429.216845 + Penalty 3375.953155 = -3565053.263690
  nChanged 834
		SP:Iteration 5Q (105214.650000 sec): 3 clusters
  Score: Raw -3568593.133227 + Penalty 3375.953155 = -3565217.180073
  nChanged 766
		SP:Iteration 6Q (105214.980000 sec): 3 clusters
  Score: Raw -3568738.226181 + Penalty 3375.953155 = -3565362.273026
  nChanged 733
		SP:Iteration 7Q (105215.270000 sec): 3 clusters
  Score: Raw -3568891.595087 + Penalty 3375.953155 = -3565515.641933
  nChanged 757
		SP:Iteration 8Q (105215.600000 sec): 3 clusters
  Score: Raw -3569040.541371 + Penalty 3375.953155 = -3565664.588216
  nChanged 751
		SP:Iteration 9Q (105215.950000 sec): 3 clusters
  Score: Raw -3569204.111017 + Penalty 3375.953155 = -3565828.157862
  nChanged 751
		SP:Iteration 10Q (105216.270000 sec): 3 clusters
  Score: Raw -3569401.861002 + Penalty 3375.953155 = -3566025.907848
  nChanged 865
		SP:Iteration 11Q (105216.570000 sec): 3 clusters
  Score: Raw -3569675.272390 + Penalty 3375.953155 = -3566299.319235
  nChanged 1009
		SP:Iteration 12Q (105216.900000 sec): 3 clusters
  Score: Raw -3570072.722418 + Penalty 3375.953155 = -3566696.769263
  nChanged 1311
		SP:Iteration 13Q (105217.190000 sec): 3 clusters
  Score: Raw -3570717.609630 + Penalty 3375.953155 = -3567341.656475
  nChanged 1477
		SP:Iteration 14Q (105217.540000 sec): 3 clusters
  Score: Raw -3571631.513908 + Penalty 3375.953155 = -3568255.560754
  nChanged 1656
		SP:Iteration 15F (105217.840000 sec): 3 clusters
  Score: Raw -3572845.008516 + Penalty 3375.953155 = -3569469.055362
  nChanged 1652
		SP:Iteration 16F (105218.140000 sec): 3 clusters
  Score: Raw -3574024.713247 + Penalty 3375.953155 = -3570648.760093
  nChanged 1447
		SP:Iteration 17Q (105218.460000 sec): 3 clusters
  Score: Raw -3574888.254425 + Penalty 3375.953155 = -3571512.301271
  nChanged 1090
		SP:Iteration 18Q (105218.760000 sec): 3 clusters
  Score: Raw -3575411.046262 + Penalty 3375.953155 = -3572035.093108
  nChanged 785
		SP:Iteration 19Q (105219.020000 sec): 3 clusters
  Score: Raw -3575812.637750 + Penalty 3375.953155 = -3572436.684595
  nChanged 689
		SP:Iteration 20F (105219.330000 sec): 3 clusters
  Score: Raw -3576203.511437 + Penalty 3375.953155 = -3572827.558282
  nChanged 643
		SP:Iteration 21Q (105219.660000 sec): 3 clusters
  Score: Raw -3576648.971206 + Penalty 3375.953155 = -3573273.018051
  nChanged 671
		SP:Iteration 22Q (105219.980000 sec): 3 clusters
  Score: Raw -3577157.615014 + Penalty 3375.953155 = -3573781.661860
  nChanged 644
		SP:Iteration 23Q (105220.320000 sec): 3 clusters
  Score: Raw -3577629.965225 + Penalty 3375.953155 = -3574254.012071
  nChanged 587
		SP:Iteration 24Q (105220.620000 sec): 3 clusters
  Score: Raw -3577993.799593 + Penalty 3375.953155 = -3574617.846439
  nChanged 527
		SP:Iteration 25Q (105220.900000 sec): 3 clusters
  Score: Raw -3578285.524922 + Penalty 3375.953155 = -3574909.571768
  nChanged 495
		SP:Iteration 26Q (105221.180000 sec): 3 clusters
  Score: Raw -3578540.687075 + Penalty 3375.953155 = -3575164.733921
  nChanged 449
		SP:Iteration 27Q (105221.460000 sec): 3 clusters
  Score: Raw -3578736.403160 + Penalty 3375.953155 = -3575360.450005
  nChanged 391
		SP:Iteration 28Q (105221.780000 sec): 3 clusters
  Score: Raw -3578910.586674 + Penalty 3375.953155 = -3575534.633519
  nChanged 372
		SP:Iteration 29Q (105222.100000 sec): 3 clusters
  Score: Raw -3579061.449961 + Penalty 3375.953155 = -3575685.496807
  nChanged 324
		SP:Iteration 30Q (105222.450000 sec): 3 clusters
  Score: Raw -3579179.557364 + Penalty 3375.953155 = -3575803.604209
  nChanged 271
		SP:Iteration 31Q (105222.770000 sec): 3 clusters
  Score: Raw -3579273.148729 + Penalty 3375.953155 = -3575897.195574
  nChanged 251
		SP:Iteration 32Q (105223.080000 sec): 3 clusters
  Score: Raw -3579349.734775 + Penalty 3375.953155 = -3575973.781620
  nChanged 201
		SP:Iteration 33Q (105223.360000 sec): 3 clusters
  Score: Raw -3579404.625368 + Penalty 3375.953155 = -3576028.672213
  nChanged 176
		SP:Iteration 34Q (105223.710000 sec): 3 clusters
  Score: Raw -3579445.866521 + Penalty 3375.953155 = -3576069.913366
  nChanged 142
		SP:Iteration 35Q (105224.040000 sec): 3 clusters
  Score: Raw -3579475.242065 + Penalty 3375.953155 = -3576099.288910
  nChanged 121
		SP:Iteration 36Q (105224.340000 sec): 3 clusters
  Score: Raw -3579505.729829 + Penalty 3375.953155 = -3576129.776674
  nChanged 135
		SP:Iteration 37Q (105224.610000 sec): 3 clusters
  Score: Raw -3579536.397357 + Penalty 3375.953155 = -3576160.444202
  nChanged 129
		SP:Iteration 38Q (105224.930000 sec): 3 clusters
  Score: Raw -3579566.866808 + Penalty 3375.953155 = -3576190.913654
  nChanged 138
		SP:Iteration 39Q (105225.190000 sec): 3 clusters
  Score: Raw -3579600.962222 + Penalty 3375.953155 = -3576225.009067
  nChanged 119
		SP:Iteration 40F (105225.480000 sec): 3 clusters
  Score: Raw -3579639.412957 + Penalty 3375.953155 = -3576263.459803
  nChanged 110
		SP:Iteration 41Q (105225.790000 sec): 3 clusters
  Score: Raw -3579661.665982 + Penalty 3375.953155 = -3576285.712828
  nChanged 102
		SP:Iteration 42Q (105226.100000 sec): 3 clusters
  Score: Raw -3579685.130481 + Penalty 3375.953155 = -3576309.177327
  nChanged 104
		SP:Iteration 43Q (105226.410000 sec): 3 clusters
  Score: Raw -3579711.872986 + Penalty 3375.953155 = -3576335.919831
  nChanged 109
		SP:Iteration 44Q (105226.680000 sec): 3 clusters
  Score: Raw -3579736.195261 + Penalty 3375.953155 = -3576360.242107
  nChanged 84
		SP:Iteration 45Q (105227.040000 sec): 3 clusters
  Score: Raw -3579756.221780 + Penalty 3375.953155 = -3576380.268625
  nChanged 93
		SP:Iteration 46Q (105227.300000 sec): 3 clusters
  Score: Raw -3579773.307141 + Penalty 3375.953155 = -3576397.353986
  nChanged 79
		SP:Iteration 47Q (105227.640000 sec): 3 clusters
  Score: Raw -3579787.453269 + Penalty 3375.953155 = -3576411.500115
  nChanged 69
		SP:Iteration 48Q (105227.980000 sec): 3 clusters
  Score: Raw -3579799.995629 + Penalty 3375.953155 = -3576424.042475
  nChanged 67
		SP:Iteration 49Q (105228.270000 sec): 3 clusters
  Score: Raw -3579811.488796 + Penalty 3375.953155 = -3576435.535642
  nChanged 48
		SP:Iteration 50Q (105228.580000 sec): 3 clusters
  Score: Raw -3579819.134750 + Penalty 3375.953155 = -3576443.181595
  nChanged 47
		SP:Iteration 51Q (105228.890000 sec): 3 clusters
  Score: Raw -3579827.295385 + Penalty 3375.953155 = -3576451.342230
  nChanged 52
		SP:Iteration 52Q (105229.190000 sec): 3 clusters
  Score: Raw -3579836.332166 + Penalty 3375.953155 = -3576460.379011
  nChanged 47
		SP:Iteration 53Q (105229.500000 sec): 3 clusters
  Score: Raw -3579843.648450 + Penalty 3375.953155 = -3576467.695295
  nChanged 35
		SP:Iteration 54Q (105229.820000 sec): 3 clusters
  Score: Raw -3579849.271841 + Penalty 3375.953155 = -3576473.318687
  nChanged 41
		SP:Iteration 55Q (105230.080000 sec): 3 clusters
  Score: Raw -3579855.449387 + Penalty 3375.953155 = -3576479.496232
  nChanged 39
		SP:Iteration 56Q (105230.380000 sec): 3 clusters
  Score: Raw -3579860.355844 + Penalty 3375.953155 = -3576484.402690
  nChanged 24
		SP:Iteration 57Q (105230.700000 sec): 3 clusters
  Score: Raw -3579863.307839 + Penalty 3375.953155 = -3576487.354685
  nChanged 20
		SP:Iteration 58Q (105231.020000 sec): 3 clusters
  Score: Raw -3579865.420762 + Penalty 3375.953155 = -3576489.467608
  nChanged 22
		SP:Iteration 59Q (105231.320000 sec): 3 clusters
  Score: Raw -3579868.113820 + Penalty 3375.953155 = -3576492.160665
  nChanged 21
		SP:Iteration 60F (105231.650000 sec): 3 clusters
  Score: Raw -3579871.256905 + Penalty 3375.953155 = -3576495.303750
  nChanged 27
		SP:Iteration 61Q (105231.940000 sec): 3 clusters
  Score: Raw -3579874.808828 + Penalty 3375.953155 = -3576498.855673
  nChanged 25
		SP:Iteration 62Q (105232.250000 sec): 3 clusters
  Score: Raw -3579878.051790 + Penalty 3375.953155 = -3576502.098635
  nChanged 25
		SP:Iteration 63Q (105232.560000 sec): 3 clusters
  Score: Raw -3579882.210302 + Penalty 3375.953155 = -3576506.257147
  nChanged 23
		SP:Iteration 64Q (105232.880000 sec): 3 clusters
  Score: Raw -3579885.385829 + Penalty 3375.953155 = -3576509.432674
  nChanged 24
		SP:Iteration 65Q (105233.190000 sec): 3 clusters
  Score: Raw -3579887.618198 + Penalty 3375.953155 = -3576511.665043
  nChanged 13
		SP:Iteration 66Q (105233.460000 sec): 3 clusters
  Score: Raw -3579889.188049 + Penalty 3375.953155 = -3576513.234895
  nChanged 11
		SP:Iteration 67Q (105233.800000 sec): 3 clusters
  Score: Raw -3579890.207317 + Penalty 3375.953155 = -3576514.254163
  nChanged 8
		SP:Iteration 68Q (105234.110000 sec): 3 clusters
  Score: Raw -3579890.863056 + Penalty 3375.953155 = -3576514.909902
  nChanged 3
		SP:Iteration 69Q (105234.430000 sec): 3 clusters
  Score: Raw -3579891.151338 + Penalty 3375.953155 = -3576515.198183
  nChanged 6
		SP:Iteration 70Q (105234.660000 sec): 3 clusters
  Score: Raw -3579891.609107 + Penalty 3375.953155 = -3576515.655952
  nChanged 4
		SP:Iteration 71Q (105235.000000 sec): 3 clusters
  Score: Raw -3579892.116803 + Penalty 3375.953155 = -3576516.163649
  nChanged 6
		SP:Iteration 72Q (105235.300000 sec): 3 clusters
  Score: Raw -3579892.727343 + Penalty 3375.953155 = -3576516.774188
  nChanged 5
		SP:Iteration 73Q (105235.610000 sec): 3 clusters
  Score: Raw -3579893.107177 + Penalty 3375.953155 = -3576517.154022
  nChanged 6
		SP:Iteration 74Q (105235.940000 sec): 3 clusters
  Score: Raw -3579893.617572 + Penalty 3375.953155 = -3576517.664418
  nChanged 6
		SP:Iteration 75Q (105236.230000 sec): 3 clusters
  Score: Raw -3579894.286436 + Penalty 3375.953155 = -3576518.333282
  nChanged 4
		SP:Iteration 76Q (105236.500000 sec): 3 clusters
  Score: Raw -3579894.872225 + Penalty 3375.953155 = -3576518.919071
  nChanged 8
		SP:Iteration 77Q (105236.760000 sec): 3 clusters
  Score: Raw -3579896.322266 + Penalty 3375.953155 = -3576520.369112
  nChanged 12
		SP:Iteration 78Q (105237.020000 sec): 3 clusters
  Score: Raw -3579898.262305 + Penalty 3375.953155 = -3576522.309150
  nChanged 18
		SP:Iteration 79Q (105237.330000 sec): 3 clusters
  Score: Raw -3579900.966352 + Penalty 3375.953155 = -3576525.013197
  nChanged 28
		SP:Iteration 80F (105237.700000 sec): 3 clusters
  Score: Raw -3579904.896603 + Penalty 3375.953155 = -3576528.943449
  nChanged 17
		SP:Iteration 81Q (105237.990000 sec): 3 clusters
  Score: Raw -3579907.208722 + Penalty 3375.953155 = -3576531.255567
  nChanged 19
		SP:Iteration 82Q (105238.300000 sec): 3 clusters
  Score: Raw -3579910.078102 + Penalty 3375.953155 = -3576534.124947
  nChanged 19
		SP:Iteration 83Q (105238.620000 sec): 3 clusters
  Score: Raw -3579912.856305 + Penalty 3375.953155 = -3576536.903151
  nChanged 17
		SP:Iteration 84Q (105238.900000 sec): 3 clusters
  Score: Raw -3579915.884519 + Penalty 3375.953155 = -3576539.931365
  nChanged 19
		SP:Iteration 85Q (105239.230000 sec): 3 clusters
  Score: Raw -3579918.361246 + Penalty 3375.953155 = -3576542.408091
  nChanged 20
		SP:Iteration 86Q (105239.540000 sec): 3 clusters
  Score: Raw -3579921.151247 + Penalty 3375.953155 = -3576545.198093
  nChanged 15
		SP:Iteration 87Q (105239.870000 sec): 3 clusters
  Score: Raw -3579923.321807 + Penalty 3375.953155 = -3576547.368653
  nChanged 15
		SP:Iteration 88Q (105240.140000 sec): 3 clusters
  Score: Raw -3579925.744050 + Penalty 3375.953155 = -3576549.790895
  nChanged 16
		SP:Iteration 89Q (105240.440000 sec): 3 clusters
  Score: Raw -3579928.250248 + Penalty 3375.953155 = -3576552.297094
  nChanged 12
		SP:Iteration 90Q (105240.760000 sec): 3 clusters
  Score: Raw -3579930.087103 + Penalty 3375.953155 = -3576554.133949
  nChanged 14
		SP:Iteration 91Q (105241.030000 sec): 3 clusters
  Score: Raw -3579932.088429 + Penalty 3375.953155 = -3576556.135274
  nChanged 8
		SP:Iteration 92Q (105241.370000 sec): 3 clusters
  Score: Raw -3579933.038228 + Penalty 3375.953155 = -3576557.085074
  nChanged 5
		SP:Iteration 93Q (105241.690000 sec): 3 clusters
  Score: Raw -3579933.643642 + Penalty 3375.953155 = -3576557.690487
  nChanged 6
		SP:Iteration 94Q (105242.000000 sec): 3 clusters
  Score: Raw -3579934.197710 + Penalty 3375.953155 = -3576558.244555
  nChanged 3
		SP:Iteration 95Q (105242.270000 sec): 3 clusters
  Score: Raw -3579934.444542 + Penalty 3375.953155 = -3576558.491388
  nChanged 4
		SP:Iteration 96Q (105242.530000 sec): 3 clusters
  Score: Raw -3579934.711848 + Penalty 3375.953155 = -3576558.758694
  nChanged 3
		SP:Iteration 97Q (105242.820000 sec): 3 clusters
  Score: Raw -3579935.034545 + Penalty 3375.953155 = -3576559.081391
  nChanged 1
		SP:Iteration 98Q (105243.180000 sec): 3 clusters
  Score: Raw -3579935.133428 + Penalty 3375.953155 = -3576559.180273
  nChanged 2
		SP:Iteration 99Q (105243.440000 sec): 3 clusters
  Score: Raw -3579935.356856 + Penalty 3375.953155 = -3576559.403702
  nChanged 2
		SP:Iteration 100F (105243.750000 sec): 3 clusters
  Score: Raw -3579935.570024 + Penalty 3375.953155 = -3576559.616870
  nChanged 1
		SP:Iteration 101Q (105244.040000 sec): 3 clusters
  Score: Raw -3579935.687340 + Penalty 3375.953155 = -3576559.734185
  nChanged 1
		SP:Iteration 102Q (105244.350000 sec): 3 clusters
  Score: Raw -3579935.814970 + Penalty 3375.953155 = -3576559.861815
  nChanged 1
		SP:Iteration 103Q (105244.590000 sec): 3 clusters
  Score: Raw -3579935.956621 + Penalty 3375.953155 = -3576560.003466
  nChanged 2
		SP:Iteration 104Q (105244.880000 sec): 3 clusters
  Score: Raw -3579936.171257 + Penalty 3375.953155 = -3576560.218103
  nChanged 2
		SP:Iteration 105Q (105245.170000 sec): 3 clusters
  Score: Raw -3579936.334559 + Penalty 3375.953155 = -3576560.381405
  nChanged 3
		SP:Iteration 106Q (105245.490000 sec): 3 clusters
  Score: Raw -3579936.715381 + Penalty 3375.953155 = -3576560.762226
  nChanged 3
		SP:Iteration 107Q (105245.800000 sec): 3 clusters
  Score: Raw -3579936.961163 + Penalty 3375.953155 = -3576561.008008
  nChanged 2
		SP:Iteration 108Q (105246.140000 sec): 3 clusters
  Score: Raw -3579937.110071 + Penalty 3375.953155 = -3576561.156916
  nChanged 2
		SP:Iteration 109Q (105246.450000 sec): 3 clusters
  Score: Raw -3579937.204104 + Penalty 3375.953155 = -3576561.250949
  nChanged 4
		SP:Iteration 110Q (105246.770000 sec): 3 clusters
  Score: Raw -3579937.571458 + Penalty 3375.953155 = -3576561.618303
  nChanged 3
		SP:Iteration 111Q (105247.050000 sec): 3 clusters
  Score: Raw -3579937.839580 + Penalty 3375.953155 = -3576561.886426
  nChanged 2
		SP:Iteration 112Q (105247.410000 sec): 3 clusters
  Score: Raw -3579938.082062 + Penalty 3375.953155 = -3576562.128907
  nChanged 2
		SP:Iteration 113Q (105247.710000 sec): 3 clusters
  Score: Raw -3579938.230708 + Penalty 3375.953155 = -3576562.277554
  nChanged 1
		SP:Iteration 114Q (105248.000000 sec): 3 clusters
  Score: Raw -3579938.277210 + Penalty 3375.953155 = -3576562.324056
  nChanged 1
		SP:Iteration 115Q (105248.330000 sec): 3 clusters
  Score: Raw -3579938.365792 + Penalty 3375.953155 = -3576562.412637
  nChanged 1
		SP:Iteration 116Q (105248.630000 sec): 3 clusters
  Score: Raw -3579938.585777 + Penalty 3375.953155 = -3576562.632622
  nChanged 4
		SP:Iteration 117Q (105248.960000 sec): 3 clusters
  Score: Raw -3579939.007531 + Penalty 3375.953155 = -3576563.054377
  nChanged 4
		SP:Iteration 118Q (105249.250000 sec): 3 clusters
  Score: Raw -3579939.604938 + Penalty 3375.953155 = -3576563.651783
  nChanged 8
		SP:Iteration 119Q (105249.540000 sec): 3 clusters
  Score: Raw -3579940.496688 + Penalty 3375.953155 = -3576564.543534
  nChanged 5
		SP:Iteration 120F (105249.850000 sec): 3 clusters
  Score: Raw -3579941.107753 + Penalty 3375.953155 = -3576565.154598
  nChanged 7
		SP:Iteration 121Q (105250.120000 sec): 3 clusters
  Score: Raw -3579941.704485 + Penalty 3375.953155 = -3576565.751330
  nChanged 5
		SP:Iteration 122Q (105250.460000 sec): 3 clusters
  Score: Raw -3579942.189588 + Penalty 3375.953155 = -3576566.236433
  nChanged 5
		SP:Iteration 123Q (105250.750000 sec): 3 clusters
  Score: Raw -3579942.582644 + Penalty 3375.953155 = -3576566.629489
  nChanged 4
		SP:Iteration 124Q (105251.070000 sec): 3 clusters
  Score: Raw -3579943.081047 + Penalty 3375.953155 = -3576567.127893
  nChanged 4
		SP:Iteration 125Q (105251.380000 sec): 3 clusters
  Score: Raw -3579943.514537 + Penalty 3375.953155 = -3576567.561382
  nChanged 8
		SP:Iteration 126Q (105251.680000 sec): 3 clusters
  Score: Raw -3579944.762114 + Penalty 3375.953155 = -3576568.808960
  nChanged 10
		SP:Iteration 127Q (105252.000000 sec): 3 clusters
  Score: Raw -3579946.191944 + Penalty 3375.953155 = -3576570.238789
  nChanged 10
		SP:Iteration 128Q (105252.310000 sec): 3 clusters
  Score: Raw -3579947.878626 + Penalty 3375.953155 = -3576571.925471
  nChanged 11
		SP:Iteration 129Q (105252.640000 sec): 3 clusters
  Score: Raw -3579949.397354 + Penalty 3375.953155 = -3576573.444199
  nChanged 9
		SP:Iteration 130Q (105252.910000 sec): 3 clusters
  Score: Raw -3579950.618033 + Penalty 3375.953155 = -3576574.664879
  nChanged 7
		SP:Iteration 131Q (105253.200000 sec): 3 clusters
  Score: Raw -3579951.551830 + Penalty 3375.953155 = -3576575.598675
  nChanged 8
		SP:Iteration 132Q (105253.480000 sec): 3 clusters
  Score: Raw -3579952.440844 + Penalty 3375.953155 = -3576576.487690
  nChanged 2
		SP:Iteration 133Q (105253.800000 sec): 3 clusters
  Score: Raw -3579952.745378 + Penalty 3375.953155 = -3576576.792223
  nChanged 1
		SP:Iteration 134Q (105254.060000 sec): 3 clusters
  Score: Raw -3579952.807129 + Penalty 3375.953155 = -3576576.853975
  nChanged 1
		SP:Iteration 135Q (105254.400000 sec): 3 clusters
  Score: Raw -3579952.888854 + Penalty 3375.953155 = -3576576.935700
  nChanged 0
		SP:Iteration 136F (105254.680000 sec): 3 clusters
  Score: Raw -3579952.888854 + Penalty 3375.953155 = -3576576.935700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105254.790000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105254.980000 sec): 3 clusters
  Score: Raw -45516.118451 + Penalty 1980.410175 = -43535.708276
  nChanged 90
		SP:Iteration 1F (105255.110000 sec): 3 clusters
  Score: Raw -45656.273689 + Penalty 1980.410175 = -43675.863514
  nChanged 27
		SP:Iteration 2F (105255.280000 sec): 3 clusters
  Score: Raw -45703.275370 + Penalty 1980.410175 = -43722.865195
  nChanged 11
		SP:Iteration 3Q (105255.480000 sec): 3 clusters
  Score: Raw -45720.236293 + Penalty 1980.410175 = -43739.826118
  nChanged 5
		SP:Iteration 4Q (105255.690000 sec): 3 clusters
  Score: Raw -45731.772502 + Penalty 1980.410175 = -43751.362327
  nChanged 6
		SP:Iteration 5Q (105255.860000 sec): 3 clusters
  Score: Raw -45737.876159 + Penalty 1980.410175 = -43757.465984
  nChanged 4
		SP:Iteration 6Q (105256.010000 sec): 3 clusters
  Score: Raw -45746.024444 + Penalty 1980.410175 = -43765.614269
  nChanged 1
		SP:Iteration 7Q (105256.190000 sec): 3 clusters
  Score: Raw -45747.538279 + Penalty 1980.410175 = -43767.128103
  nChanged 0
		SP:Iteration 8F (105256.400000 sec): 3 clusters
  Score: Raw -45747.538279 + Penalty 1980.410175 = -43767.128103
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105256.520000 sec): 2 clusters
  Score: Raw -106784.829708 + Penalty 1139.615066 = -105645.214642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105256.640000 sec): 3 clusters
  Score: Raw -106426.250614 + Penalty 2279.230132 = -104147.020483
  nChanged 336
		SP:Iteration 1F (105256.870000 sec): 3 clusters
  Score: Raw -106711.250285 + Penalty 2279.230132 = -104432.020153
  nChanged 88
		SP:Iteration 2F (105257.020000 sec): 3 clusters
  Score: Raw -106797.329297 + Penalty 2279.230132 = -104518.099165
  nChanged 54
		SP:Iteration 3Q (105257.160000 sec): 3 clusters
  Score: Raw -106856.239347 + Penalty 2279.230132 = -104577.009216
  nChanged 46
		SP:Iteration 4Q (105257.340000 sec): 3 clusters
  Score: Raw -106905.064383 + Penalty 2279.230132 = -104625.834251
  nChanged 37
		SP:Iteration 5Q (105257.530000 sec): 3 clusters
  Score: Raw -106953.912394 + Penalty 2279.230132 = -104674.682262
  nChanged 23
		SP:Iteration 6Q (105257.700000 sec): 3 clusters
  Score: Raw -106993.033132 + Penalty 2279.230132 = -104713.803000
  nChanged 27
		SP:Iteration 7Q (105257.890000 sec): 3 clusters
  Score: Raw -107033.768351 + Penalty 2279.230132 = -104754.538219
  nChanged 31
		SP:Iteration 8Q (105258.100000 sec): 3 clusters
  Score: Raw -107068.431313 + Penalty 2279.230132 = -104789.201182
  nChanged 27
		SP:Iteration 9Q (105258.260000 sec): 3 clusters
  Score: Raw -107096.830759 + Penalty 2279.230132 = -104817.600628
  nChanged 19
		SP:Iteration 10Q (105258.450000 sec): 3 clusters
  Score: Raw -107116.959552 + Penalty 2279.230132 = -104837.729420
  nChanged 20
		SP:Iteration 11Q (105258.640000 sec): 3 clusters
  Score: Raw -107136.814550 + Penalty 2279.230132 = -104857.584418
  nChanged 12
		SP:Iteration 12Q (105258.820000 sec): 3 clusters
  Score: Raw -107149.246366 + Penalty 2279.230132 = -104870.016234
  nChanged 6
		SP:Iteration 13Q (105259.010000 sec): 3 clusters
  Score: Raw -107160.649797 + Penalty 2279.230132 = -104881.419666
  nChanged 12
		SP:Iteration 14Q (105259.190000 sec): 3 clusters
  Score: Raw -107189.347665 + Penalty 2279.230132 = -104910.117533
  nChanged 13
		SP:Iteration 15Q (105259.360000 sec): 3 clusters
  Score: Raw -107207.402669 + Penalty 2279.230132 = -104928.172537
  nChanged 10
		SP:Iteration 16Q (105259.510000 sec): 3 clusters
  Score: Raw -107215.901256 + Penalty 2279.230132 = -104936.671124
  nChanged 8
		SP:Iteration 17Q (105259.690000 sec): 3 clusters
  Score: Raw -107223.677808 + Penalty 2279.230132 = -104944.447676
  nChanged 9
		SP:Iteration 18Q (105259.870000 sec): 3 clusters
  Score: Raw -107229.423132 + Penalty 2279.230132 = -104950.193001
  nChanged 5
		SP:Iteration 19Q (105260.020000 sec): 3 clusters
  Score: Raw -107234.240622 + Penalty 2279.230132 = -104955.010490
  nChanged 5
		SP:Iteration 20F (105260.180000 sec): 3 clusters
  Score: Raw -107242.801530 + Penalty 2279.230132 = -104963.571398
  nChanged 6
		SP:Iteration 21Q (105260.380000 sec): 3 clusters
  Score: Raw -107250.888713 + Penalty 2279.230132 = -104971.658581
  nChanged 10
		SP:Iteration 22Q (105260.580000 sec): 3 clusters
  Score: Raw -107267.680938 + Penalty 2279.230132 = -104988.450807
  nChanged 10
		SP:Iteration 23Q (105260.750000 sec): 3 clusters
  Score: Raw -107280.985778 + Penalty 2279.230132 = -105001.755647
  nChanged 6
		SP:Iteration 24Q (105260.910000 sec): 3 clusters
  Score: Raw -107297.161788 + Penalty 2279.230132 = -105017.931656
  nChanged 14
		SP:Iteration 25Q (105261.090000 sec): 3 clusters
  Score: Raw -107317.811825 + Penalty 2279.230132 = -105038.581693
  nChanged 14
		SP:Iteration 26Q (105261.290000 sec): 3 clusters
  Score: Raw -107335.417907 + Penalty 2279.230132 = -105056.187776
  nChanged 15
		SP:Iteration 27Q (105261.450000 sec): 3 clusters
  Score: Raw -107352.506654 + Penalty 2279.230132 = -105073.276523
  nChanged 11
		SP:Iteration 28Q (105261.670000 sec): 3 clusters
  Score: Raw -107363.030804 + Penalty 2279.230132 = -105083.800673
  nChanged 8
		SP:Iteration 29Q (105261.830000 sec): 3 clusters
  Score: Raw -107371.351958 + Penalty 2279.230132 = -105092.121827
  nChanged 5
		SP:Iteration 30Q (105262.030000 sec): 3 clusters
  Score: Raw -107375.870923 + Penalty 2279.230132 = -105096.640792
  nChanged 7
		SP:Iteration 31Q (105262.180000 sec): 3 clusters
  Score: Raw -107380.767860 + Penalty 2279.230132 = -105101.537729
  nChanged 3
		SP:Iteration 32Q (105262.370000 sec): 3 clusters
  Score: Raw -107385.474070 + Penalty 2279.230132 = -105106.243939
  nChanged 3
		SP:Iteration 33Q (105262.540000 sec): 3 clusters
  Score: Raw -107388.990165 + Penalty 2279.230132 = -105109.760034
  nChanged 5
		SP:Iteration 34Q (105262.720000 sec): 3 clusters
  Score: Raw -107393.516818 + Penalty 2279.230132 = -105114.286687
  nChanged 3
		SP:Iteration 35Q (105262.910000 sec): 3 clusters
  Score: Raw -107396.447192 + Penalty 2279.230132 = -105117.217060
  nChanged 3
		SP:Iteration 36Q (105263.100000 sec): 3 clusters
  Score: Raw -107398.630453 + Penalty 2279.230132 = -105119.400321
  nChanged 2
		SP:Iteration 37Q (105263.250000 sec): 3 clusters
  Score: Raw -107399.747298 + Penalty 2279.230132 = -105120.517167
  nChanged 1
		SP:Iteration 38Q (105263.470000 sec): 3 clusters
  Score: Raw -107400.039073 + Penalty 2279.230132 = -105120.808941
  nChanged 0
		SP:Iteration 39F (105263.640000 sec): 3 clusters
  Score: Raw -107400.039073 + Penalty 2279.230132 = -105120.808941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105263.770000 sec): 2 clusters
  Score: Raw -1502196.566928 + Penalty 1557.339320 = -1500639.227609
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105264.010000 sec): 3 clusters
  Score: Raw -1493696.509498 + Penalty 3114.678639 = -1490581.830859
  nChanged 6422
		SP:Iteration 1F (105264.250000 sec): 3 clusters
  Score: Raw -1497464.326748 + Penalty 3114.678639 = -1494349.648109
  nChanged 892
		SP:Iteration 2F (105264.490000 sec): 3 clusters
  Score: Raw -1497897.556459 + Penalty 3114.678639 = -1494782.877820
  nChanged 847
		SP:Iteration 3F (105264.730000 sec): 3 clusters
  Score: Raw -1498355.731556 + Penalty 3114.678639 = -1495241.052917
  nChanged 819
		SP:Iteration 4F (105264.990000 sec): 3 clusters
  Score: Raw -1498834.095605 + Penalty 3114.678639 = -1495719.416966
  nChanged 816
		SP:Iteration 5F (105265.210000 sec): 3 clusters
  Score: Raw -1499348.876506 + Penalty 3114.678639 = -1496234.197867
  nChanged 767
		SP:Iteration 6F (105265.490000 sec): 3 clusters
  Score: Raw -1499801.020760 + Penalty 3114.678639 = -1496686.342121
  nChanged 662
		SP:Iteration 7Q (105265.760000 sec): 3 clusters
  Score: Raw -1500216.013809 + Penalty 3114.678639 = -1497101.335170
  nChanged 632
		SP:Iteration 8Q (105265.960000 sec): 3 clusters
  Score: Raw -1500704.923632 + Penalty 3114.678639 = -1497590.244993
  nChanged 617
		SP:Iteration 9Q (105266.220000 sec): 3 clusters
  Score: Raw -1501198.504922 + Penalty 3114.678639 = -1498083.826283
  nChanged 486
		SP:Iteration 10Q (105266.450000 sec): 3 clusters
  Score: Raw -1501572.381354 + Penalty 3114.678639 = -1498457.702715
  nChanged 395
		SP:Iteration 11Q (105266.730000 sec): 3 clusters
  Score: Raw -1501830.174907 + Penalty 3114.678639 = -1498715.496268
  nChanged 286
		SP:Iteration 12Q (105266.940000 sec): 3 clusters
  Score: Raw -1501978.520650 + Penalty 3114.678639 = -1498863.842011
  nChanged 213
		SP:Iteration 13Q (105267.160000 sec): 3 clusters
  Score: Raw -1502065.827722 + Penalty 3114.678639 = -1498951.149083
  nChanged 183
		SP:Iteration 14Q (105267.390000 sec): 3 clusters
  Score: Raw -1502122.134951 + Penalty 3114.678639 = -1499007.456312
  nChanged 126
		SP:Iteration 15Q (105267.640000 sec): 3 clusters
  Score: Raw -1502156.474315 + Penalty 3114.678639 = -1499041.795676
  nChanged 107
		SP:Iteration 16Q (105267.880000 sec): 3 clusters
  Score: Raw -1502183.198701 + Penalty 3114.678639 = -1499068.520061
  nChanged 101
		SP:Iteration 17Q (105268.090000 sec): 3 clusters
  Score: Raw -1502206.064148 + Penalty 3114.678639 = -1499091.385509
  nChanged 83
		SP:Iteration 18Q (105268.320000 sec): 3 clusters
  Score: Raw -1502228.837334 + Penalty 3114.678639 = -1499114.158695
  nChanged 84
		SP:Iteration 19Q (105268.550000 sec): 3 clusters
  Score: Raw -1502247.935296 + Penalty 3114.678639 = -1499133.256657
  nChanged 83
		SP:Iteration 20F (105268.790000 sec): 3 clusters
  Score: Raw -1502263.795114 + Penalty 3114.678639 = -1499149.116475
  nChanged 59
		SP:Iteration 21Q (105269.040000 sec): 3 clusters
  Score: Raw -1502274.081760 + Penalty 3114.678639 = -1499159.403121
  nChanged 46
		SP:Iteration 22Q (105269.260000 sec): 3 clusters
  Score: Raw -1502282.873878 + Penalty 3114.678639 = -1499168.195239
  nChanged 50
		SP:Iteration 23Q (105269.470000 sec): 3 clusters
  Score: Raw -1502294.704044 + Penalty 3114.678639 = -1499180.025405
  nChanged 49
		SP:Iteration 24Q (105269.700000 sec): 3 clusters
  Score: Raw -1502308.466276 + Penalty 3114.678639 = -1499193.787637
  nChanged 52
		SP:Iteration 25Q (105269.930000 sec): 3 clusters
  Score: Raw -1502321.999203 + Penalty 3114.678639 = -1499207.320564
  nChanged 50
		SP:Iteration 26Q (105270.180000 sec): 3 clusters
  Score: Raw -1502334.606467 + Penalty 3114.678639 = -1499219.927828
  nChanged 48
		SP:Iteration 27Q (105270.410000 sec): 3 clusters
  Score: Raw -1502346.179913 + Penalty 3114.678639 = -1499231.501274
  nChanged 42
		SP:Iteration 28Q (105270.690000 sec): 3 clusters
  Score: Raw -1502355.187112 + Penalty 3114.678639 = -1499240.508473
  nChanged 43
		SP:Iteration 29Q (105270.930000 sec): 3 clusters
  Score: Raw -1502364.581616 + Penalty 3114.678639 = -1499249.902977
  nChanged 43
		SP:Iteration 30Q (105271.180000 sec): 3 clusters
  Score: Raw -1502374.166552 + Penalty 3114.678639 = -1499259.487913
  nChanged 43
		SP:Iteration 31Q (105271.370000 sec): 3 clusters
  Score: Raw -1502384.618254 + Penalty 3114.678639 = -1499269.939615
  nChanged 52
		SP:Iteration 32Q (105271.630000 sec): 3 clusters
  Score: Raw -1502399.532144 + Penalty 3114.678639 = -1499284.853505
  nChanged 67
		SP:Iteration 33Q (105271.870000 sec): 3 clusters
  Score: Raw -1502420.072563 + Penalty 3114.678639 = -1499305.393924
  nChanged 71
		SP:Iteration 34Q (105272.090000 sec): 3 clusters
  Score: Raw -1502442.385564 + Penalty 3114.678639 = -1499327.706925
  nChanged 79
		SP:Iteration 35Q (105272.340000 sec): 3 clusters
  Score: Raw -1502471.127229 + Penalty 3114.678639 = -1499356.448590
  nChanged 76
		SP:Iteration 36Q (105272.540000 sec): 3 clusters
  Score: Raw -1502499.450223 + Penalty 3114.678639 = -1499384.771583
  nChanged 83
		SP:Iteration 37Q (105272.810000 sec): 3 clusters
  Score: Raw -1502530.368855 + Penalty 3114.678639 = -1499415.690216
  nChanged 84
		SP:Iteration 38Q (105273.030000 sec): 3 clusters
  Score: Raw -1502555.950618 + Penalty 3114.678639 = -1499441.271979
  nChanged 72
		SP:Iteration 39Q (105273.240000 sec): 3 clusters
  Score: Raw -1502577.408645 + Penalty 3114.678639 = -1499462.730006
  nChanged 74
		SP:Iteration 40F (105273.500000 sec): 3 clusters
  Score: Raw -1502599.784797 + Penalty 3114.678639 = -1499485.106158
  nChanged 71
		SP:Iteration 41Q (105273.770000 sec): 3 clusters
  Score: Raw -1502620.838815 + Penalty 3114.678639 = -1499506.160176
  nChanged 70
		SP:Iteration 42Q (105273.970000 sec): 3 clusters
  Score: Raw -1502641.260409 + Penalty 3114.678639 = -1499526.581770
  nChanged 60
		SP:Iteration 43Q (105274.200000 sec): 3 clusters
  Score: Raw -1502660.835566 + Penalty 3114.678639 = -1499546.156927
  nChanged 48
		SP:Iteration 44Q (105274.480000 sec): 3 clusters
  Score: Raw -1502675.414046 + Penalty 3114.678639 = -1499560.735407
  nChanged 42
		SP:Iteration 45Q (105274.670000 sec): 3 clusters
  Score: Raw -1502684.159285 + Penalty 3114.678639 = -1499569.480646
  nChanged 32
		SP:Iteration 46Q (105274.900000 sec): 3 clusters
  Score: Raw -1502690.285074 + Penalty 3114.678639 = -1499575.606435
  nChanged 27
		SP:Iteration 47Q (105275.120000 sec): 3 clusters
  Score: Raw -1502696.846020 + Penalty 3114.678639 = -1499582.167381
  nChanged 31
		SP:Iteration 48Q (105275.410000 sec): 3 clusters
  Score: Raw -1502707.025231 + Penalty 3114.678639 = -1499592.346592
  nChanged 34
		SP:Iteration 49Q (105275.590000 sec): 3 clusters
  Score: Raw -1502716.630141 + Penalty 3114.678639 = -1499601.951502
  nChanged 35
		SP:Iteration 50Q (105275.800000 sec): 3 clusters
  Score: Raw -1502725.931955 + Penalty 3114.678639 = -1499611.253316
  nChanged 39
		SP:Iteration 51Q (105276.020000 sec): 3 clusters
  Score: Raw -1502737.946028 + Penalty 3114.678639 = -1499623.267389
  nChanged 39
		SP:Iteration 52Q (105276.240000 sec): 3 clusters
  Score: Raw -1502751.222569 + Penalty 3114.678639 = -1499636.543930
  nChanged 53
		SP:Iteration 53Q (105276.440000 sec): 3 clusters
  Score: Raw -1502770.692380 + Penalty 3114.678639 = -1499656.013741
  nChanged 49
		SP:Iteration 54Q (105276.710000 sec): 3 clusters
  Score: Raw -1502789.362449 + Penalty 3114.678639 = -1499674.683810
  nChanged 45
		SP:Iteration 55Q (105276.910000 sec): 3 clusters
  Score: Raw -1502805.724808 + Penalty 3114.678639 = -1499691.046169
  nChanged 48
		SP:Iteration 56Q (105277.150000 sec): 3 clusters
  Score: Raw -1502823.128758 + Penalty 3114.678639 = -1499708.450119
  nChanged 53
		SP:Iteration 57Q (105277.340000 sec): 3 clusters
  Score: Raw -1502842.853206 + Penalty 3114.678639 = -1499728.174567
  nChanged 49
		SP:Iteration 58Q (105277.570000 sec): 3 clusters
  Score: Raw -1502863.071190 + Penalty 3114.678639 = -1499748.392551
  nChanged 52
		SP:Iteration 59Q (105277.800000 sec): 3 clusters
  Score: Raw -1502884.536967 + Penalty 3114.678639 = -1499769.858327
  nChanged 36
		SP:Iteration 60F (105278.000000 sec): 3 clusters
  Score: Raw -1502898.350282 + Penalty 3114.678639 = -1499783.671643
  nChanged 28
		SP:Iteration 61Q (105278.230000 sec): 3 clusters
  Score: Raw -1502908.406039 + Penalty 3114.678639 = -1499793.727400
  nChanged 39
		SP:Iteration 62Q (105278.410000 sec): 3 clusters
  Score: Raw -1502924.342556 + Penalty 3114.678639 = -1499809.663917
  nChanged 35
		SP:Iteration 63Q (105278.650000 sec): 3 clusters
  Score: Raw -1502935.730746 + Penalty 3114.678639 = -1499821.052107
  nChanged 33
		SP:Iteration 64Q (105278.880000 sec): 3 clusters
  Score: Raw -1502946.249420 + Penalty 3114.678639 = -1499831.570781
  nChanged 27
		SP:Iteration 65Q (105279.090000 sec): 3 clusters
  Score: Raw -1502957.031858 + Penalty 3114.678639 = -1499842.353219
  nChanged 29
		SP:Iteration 66Q (105279.360000 sec): 3 clusters
  Score: Raw -1502966.970221 + Penalty 3114.678639 = -1499852.291582
  nChanged 25
		SP:Iteration 67Q (105279.530000 sec): 3 clusters
  Score: Raw -1502975.011851 + Penalty 3114.678639 = -1499860.333212
  nChanged 21
		SP:Iteration 68Q (105279.730000 sec): 3 clusters
  Score: Raw -1502982.523319 + Penalty 3114.678639 = -1499867.844680
  nChanged 17
		SP:Iteration 69Q (105279.990000 sec): 3 clusters
  Score: Raw -1502988.611498 + Penalty 3114.678639 = -1499873.932859
  nChanged 14
		SP:Iteration 70Q (105280.210000 sec): 3 clusters
  Score: Raw -1502992.472342 + Penalty 3114.678639 = -1499877.793703
  nChanged 10
		SP:Iteration 71Q (105280.480000 sec): 3 clusters
  Score: Raw -1502995.248249 + Penalty 3114.678639 = -1499880.569610
  nChanged 5
		SP:Iteration 72Q (105280.720000 sec): 3 clusters
  Score: Raw -1502996.090066 + Penalty 3114.678639 = -1499881.411427
  nChanged 3
		SP:Iteration 73Q (105280.930000 sec): 3 clusters
  Score: Raw -1502997.245396 + Penalty 3114.678639 = -1499882.566757
  nChanged 4
		SP:Iteration 74Q (105281.150000 sec): 3 clusters
  Score: Raw -1502998.303736 + Penalty 3114.678639 = -1499883.625097
  nChanged 3
		SP:Iteration 75Q (105281.410000 sec): 3 clusters
  Score: Raw -1502999.167577 + Penalty 3114.678639 = -1499884.488938
  nChanged 4
		SP:Iteration 76Q (105281.660000 sec): 3 clusters
  Score: Raw -1502999.921396 + Penalty 3114.678639 = -1499885.242757
  nChanged 4
		SP:Iteration 77Q (105281.870000 sec): 3 clusters
  Score: Raw -1503001.269368 + Penalty 3114.678639 = -1499886.590728
  nChanged 6
		SP:Iteration 78Q (105282.150000 sec): 3 clusters
  Score: Raw -1503003.150924 + Penalty 3114.678639 = -1499888.472285
  nChanged 7
		SP:Iteration 79Q (105282.390000 sec): 3 clusters
  Score: Raw -1503005.094760 + Penalty 3114.678639 = -1499890.416121
  nChanged 11
		SP:Iteration 80F (105282.610000 sec): 3 clusters
  Score: Raw -1503008.391410 + Penalty 3114.678639 = -1499893.712771
  nChanged 8
		SP:Iteration 81Q (105282.840000 sec): 3 clusters
  Score: Raw -1503011.093342 + Penalty 3114.678639 = -1499896.414703
  nChanged 7
		SP:Iteration 82Q (105283.110000 sec): 3 clusters
  Score: Raw -1503013.793856 + Penalty 3114.678639 = -1499899.115217
  nChanged 5
		SP:Iteration 83Q (105283.320000 sec): 3 clusters
  Score: Raw -1503015.144062 + Penalty 3114.678639 = -1499900.465423
  nChanged 6
		SP:Iteration 84Q (105283.550000 sec): 3 clusters
  Score: Raw -1503016.964117 + Penalty 3114.678639 = -1499902.285478
  nChanged 7
		SP:Iteration 85Q (105283.800000 sec): 3 clusters
  Score: Raw -1503018.399237 + Penalty 3114.678639 = -1499903.720598
  nChanged 6
		SP:Iteration 86Q (105284.060000 sec): 3 clusters
  Score: Raw -1503019.672630 + Penalty 3114.678639 = -1499904.993991
  nChanged 9
		SP:Iteration 87Q (105284.300000 sec): 3 clusters
  Score: Raw -1503022.262220 + Penalty 3114.678639 = -1499907.583581
  nChanged 7
		SP:Iteration 88Q (105284.550000 sec): 3 clusters
  Score: Raw -1503024.076347 + Penalty 3114.678639 = -1499909.397708
  nChanged 7
		SP:Iteration 89Q (105284.740000 sec): 3 clusters
  Score: Raw -1503025.941928 + Penalty 3114.678639 = -1499911.263289
  nChanged 4
		SP:Iteration 90Q (105285.000000 sec): 3 clusters
  Score: Raw -1503027.125079 + Penalty 3114.678639 = -1499912.446440
  nChanged 5
		SP:Iteration 91Q (105285.200000 sec): 3 clusters
  Score: Raw -1503028.179883 + Penalty 3114.678639 = -1499913.501244
  nChanged 3
		SP:Iteration 92Q (105285.400000 sec): 3 clusters
  Score: Raw -1503029.113113 + Penalty 3114.678639 = -1499914.434474
  nChanged 0
		SP:Iteration 93F (105285.630000 sec): 3 clusters
  Score: Raw -1503029.113113 + Penalty 3114.678639 = -1499914.434474
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105285.740000 sec): 2 clusters
  Score: Raw -107772.003680 + Penalty 1146.908415 = -106625.095265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105285.930000 sec): 3 clusters
  Score: Raw -107438.281827 + Penalty 2293.816830 = -105144.464998
  nChanged 368
		SP:Iteration 1F (105286.090000 sec): 3 clusters
  Score: Raw -107812.098819 + Penalty 2293.816830 = -105518.281989
  nChanged 113
		SP:Iteration 2F (105286.190000 sec): 3 clusters
  Score: Raw -107968.192366 + Penalty 2293.816830 = -105674.375536
  nChanged 63
		SP:Iteration 3F (105286.350000 sec): 3 clusters
  Score: Raw -108064.465647 + Penalty 2293.816830 = -105770.648817
  nChanged 56
		SP:Iteration 4Q (105286.510000 sec): 3 clusters
  Score: Raw -108141.835598 + Penalty 2293.816830 = -105848.018769
  nChanged 39
		SP:Iteration 5Q (105286.710000 sec): 3 clusters
  Score: Raw -108189.401362 + Penalty 2293.816830 = -105895.584532
  nChanged 26
		SP:Iteration 6Q (105286.850000 sec): 3 clusters
  Score: Raw -108217.207589 + Penalty 2293.816830 = -105923.390760
  nChanged 21
		SP:Iteration 7Q (105287.000000 sec): 3 clusters
  Score: Raw -108240.804908 + Penalty 2293.816830 = -105946.988078
  nChanged 20
		SP:Iteration 8Q (105287.200000 sec): 3 clusters
  Score: Raw -108270.200987 + Penalty 2293.816830 = -105976.384157
  nChanged 16
		SP:Iteration 9Q (105287.360000 sec): 3 clusters
  Score: Raw -108294.496123 + Penalty 2293.816830 = -106000.679293
  nChanged 17
		SP:Iteration 10Q (105287.490000 sec): 3 clusters
  Score: Raw -108329.785211 + Penalty 2293.816830 = -106035.968382
  nChanged 17
		SP:Iteration 11Q (105287.670000 sec): 3 clusters
  Score: Raw -108370.453215 + Penalty 2293.816830 = -106076.636385
  nChanged 14
		SP:Iteration 12Q (105287.840000 sec): 3 clusters
  Score: Raw -108385.610885 + Penalty 2293.816830 = -106091.794055
  nChanged 7
		SP:Iteration 13Q (105288.040000 sec): 3 clusters
  Score: Raw -108392.108845 + Penalty 2293.816830 = -106098.292015
  nChanged 6
		SP:Iteration 14Q (105288.200000 sec): 3 clusters
  Score: Raw -108401.619991 + Penalty 2293.816830 = -106107.803162
  nChanged 8
		SP:Iteration 15Q (105288.380000 sec): 3 clusters
  Score: Raw -108415.525503 + Penalty 2293.816830 = -106121.708674
  nChanged 10
		SP:Iteration 16Q (105288.510000 sec): 3 clusters
  Score: Raw -108433.540742 + Penalty 2293.816830 = -106139.723913
  nChanged 16
		SP:Iteration 17Q (105288.650000 sec): 3 clusters
  Score: Raw -108459.214644 + Penalty 2293.816830 = -106165.397814
  nChanged 13
		SP:Iteration 18Q (105288.850000 sec): 3 clusters
  Score: Raw -108474.224989 + Penalty 2293.816830 = -106180.408159
  nChanged 6
		SP:Iteration 19Q (105289.050000 sec): 3 clusters
  Score: Raw -108483.834420 + Penalty 2293.816830 = -106190.017590
  nChanged 3
		SP:Iteration 20F (105289.180000 sec): 3 clusters
  Score: Raw -108486.534225 + Penalty 2293.816830 = -106192.717396
  nChanged 7
		SP:Iteration 21Q (105289.380000 sec): 3 clusters
  Score: Raw -108492.060547 + Penalty 2293.816830 = -106198.243717
  nChanged 3
		SP:Iteration 22Q (105289.560000 sec): 3 clusters
  Score: Raw -108493.629331 + Penalty 2293.816830 = -106199.812501
  nChanged 2
		SP:Iteration 23Q (105289.700000 sec): 3 clusters
  Score: Raw -108496.158603 + Penalty 2293.816830 = -106202.341773
  nChanged 3
		SP:Iteration 24Q (105289.890000 sec): 3 clusters
  Score: Raw -108499.689404 + Penalty 2293.816830 = -106205.872574
  nChanged 2
		SP:Iteration 25Q (105290.080000 sec): 3 clusters
  Score: Raw -108504.585846 + Penalty 2293.816830 = -106210.769016
  nChanged 2
		SP:Iteration 26Q (105290.310000 sec): 3 clusters
  Score: Raw -108505.883361 + Penalty 2293.816830 = -106212.066531
  nChanged 3
		SP:Iteration 27Q (105290.430000 sec): 3 clusters
  Score: Raw -108508.382862 + Penalty 2293.816830 = -106214.566032
  nChanged 2
		SP:Iteration 28Q (105290.610000 sec): 3 clusters
  Score: Raw -108509.542362 + Penalty 2293.816830 = -106215.725532
  nChanged 1
		SP:Iteration 29Q (105290.800000 sec): 3 clusters
  Score: Raw -108509.852271 + Penalty 2293.816830 = -106216.035441
  nChanged 0
		SP:Iteration 30F (105290.970000 sec): 3 clusters
  Score: Raw -108509.852271 + Penalty 2293.816830 = -106216.035441
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105291.170000 sec): 2 clusters
  Score: Raw -2330032.895372 + Penalty 1627.224031 = -2328405.671341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105291.400000 sec): 3 clusters
  Score: Raw -2316493.214460 + Penalty 3254.448062 = -2313238.766398
  nChanged 10174
		SP:Iteration 1F (105291.670000 sec): 3 clusters
  Score: Raw -2322294.681825 + Penalty 3254.448062 = -2319040.233763
  nChanged 1318
		SP:Iteration 2F (105291.940000 sec): 3 clusters
  Score: Raw -2322942.834059 + Penalty 3254.448062 = -2319688.385997
  nChanged 1366
		SP:Iteration 3F (105292.210000 sec): 3 clusters
  Score: Raw -2323727.813126 + Penalty 3254.448062 = -2320473.365064
  nChanged 1460
		SP:Iteration 4F (105292.530000 sec): 3 clusters
  Score: Raw -2324673.524645 + Penalty 3254.448062 = -2321419.076583
  nChanged 1436
		SP:Iteration 5F (105292.790000 sec): 3 clusters
  Score: Raw -2325547.657800 + Penalty 3254.448062 = -2322293.209738
  nChanged 1299
		SP:Iteration 6F (105293.030000 sec): 3 clusters
  Score: Raw -2326250.129786 + Penalty 3254.448062 = -2322995.681724
  nChanged 1078
		SP:Iteration 7Q (105293.350000 sec): 3 clusters
  Score: Raw -2326714.128248 + Penalty 3254.448062 = -2323459.680186
  nChanged 799
		SP:Iteration 8Q (105293.600000 sec): 3 clusters
  Score: Raw -2327015.128211 + Penalty 3254.448062 = -2323760.680149
  nChanged 646
		SP:Iteration 9Q (105293.880000 sec): 3 clusters
  Score: Raw -2327239.689785 + Penalty 3254.448062 = -2323985.241723
  nChanged 532
		SP:Iteration 10Q (105294.100000 sec): 3 clusters
  Score: Raw -2327421.693514 + Penalty 3254.448062 = -2324167.245452
  nChanged 488
		SP:Iteration 11Q (105294.390000 sec): 3 clusters
  Score: Raw -2327565.495946 + Penalty 3254.448062 = -2324311.047884
  nChanged 368
		SP:Iteration 12Q (105294.650000 sec): 3 clusters
  Score: Raw -2327670.512801 + Penalty 3254.448062 = -2324416.064739
  nChanged 319
		SP:Iteration 13Q (105294.950000 sec): 3 clusters
  Score: Raw -2327766.829088 + Penalty 3254.448062 = -2324512.381025
  nChanged 292
		SP:Iteration 14Q (105295.280000 sec): 3 clusters
  Score: Raw -2327849.039624 + Penalty 3254.448062 = -2324594.591562
  nChanged 274
		SP:Iteration 15Q (105295.540000 sec): 3 clusters
  Score: Raw -2327920.866391 + Penalty 3254.448062 = -2324666.418329
  nChanged 246
		SP:Iteration 16Q (105295.820000 sec): 3 clusters
  Score: Raw -2327984.430930 + Penalty 3254.448062 = -2324729.982868
  nChanged 241
		SP:Iteration 17Q (105296.120000 sec): 3 clusters
  Score: Raw -2328046.943875 + Penalty 3254.448062 = -2324792.495813
  nChanged 234
		SP:Iteration 18Q (105296.360000 sec): 3 clusters
  Score: Raw -2328105.776837 + Penalty 3254.448062 = -2324851.328775
  nChanged 222
		SP:Iteration 19Q (105296.660000 sec): 3 clusters
  Score: Raw -2328158.148772 + Penalty 3254.448062 = -2324903.700710
  nChanged 219
		SP:Iteration 20F (105296.940000 sec): 3 clusters
  Score: Raw -2328208.058050 + Penalty 3254.448062 = -2324953.609988
  nChanged 235
		SP:Iteration 21Q (105297.210000 sec): 3 clusters
  Score: Raw -2328271.444767 + Penalty 3254.448062 = -2325016.996705
  nChanged 268
		SP:Iteration 22Q (105297.490000 sec): 3 clusters
  Score: Raw -2328349.896405 + Penalty 3254.448062 = -2325095.448343
  nChanged 262
		SP:Iteration 23Q (105297.800000 sec): 3 clusters
  Score: Raw -2328431.649404 + Penalty 3254.448062 = -2325177.201342
  nChanged 261
		SP:Iteration 24Q (105298.070000 sec): 3 clusters
  Score: Raw -2328512.754774 + Penalty 3254.448062 = -2325258.306712
  nChanged 276
		SP:Iteration 25Q (105298.350000 sec): 3 clusters
  Score: Raw -2328593.030635 + Penalty 3254.448062 = -2325338.582573
  nChanged 255
		SP:Iteration 26Q (105298.650000 sec): 3 clusters
  Score: Raw -2328664.705225 + Penalty 3254.448062 = -2325410.257162
  nChanged 256
		SP:Iteration 27Q (105298.950000 sec): 3 clusters
  Score: Raw -2328740.871501 + Penalty 3254.448062 = -2325486.423439
  nChanged 261
		SP:Iteration 28Q (105299.240000 sec): 3 clusters
  Score: Raw -2328817.129786 + Penalty 3254.448062 = -2325562.681724
  nChanged 262
		SP:Iteration 29Q (105299.540000 sec): 3 clusters
  Score: Raw -2328897.237996 + Penalty 3254.448062 = -2325642.789934
  nChanged 251
		SP:Iteration 30Q (105299.800000 sec): 3 clusters
  Score: Raw -2328971.452599 + Penalty 3254.448062 = -2325717.004537
  nChanged 246
		SP:Iteration 31Q (105300.080000 sec): 3 clusters
  Score: Raw -2329049.394595 + Penalty 3254.448062 = -2325794.946533
  nChanged 252
		SP:Iteration 32Q (105300.370000 sec): 3 clusters
  Score: Raw -2329129.047441 + Penalty 3254.448062 = -2325874.599379
  nChanged 258
		SP:Iteration 33Q (105300.630000 sec): 3 clusters
  Score: Raw -2329219.348978 + Penalty 3254.448062 = -2325964.900916
  nChanged 282
		SP:Iteration 34Q (105300.870000 sec): 3 clusters
  Score: Raw -2329321.131056 + Penalty 3254.448062 = -2326066.682994
  nChanged 252
		SP:Iteration 35Q (105301.150000 sec): 3 clusters
  Score: Raw -2329407.894757 + Penalty 3254.448062 = -2326153.446695
  nChanged 235
		SP:Iteration 36Q (105301.440000 sec): 3 clusters
  Score: Raw -2329499.729936 + Penalty 3254.448062 = -2326245.281874
  nChanged 230
		SP:Iteration 37Q (105301.660000 sec): 3 clusters
  Score: Raw -2329593.438689 + Penalty 3254.448062 = -2326338.990627
  nChanged 206
		SP:Iteration 38Q (105301.880000 sec): 3 clusters
  Score: Raw -2329677.480452 + Penalty 3254.448062 = -2326423.032390
  nChanged 208
		SP:Iteration 39Q (105302.120000 sec): 3 clusters
  Score: Raw -2329767.827021 + Penalty 3254.448062 = -2326513.378959
  nChanged 212
		SP:Iteration 40F (105302.430000 sec): 3 clusters
  Score: Raw -2329870.701261 + Penalty 3254.448062 = -2326616.253199
  nChanged 162
		SP:Iteration 41Q (105302.700000 sec): 3 clusters
  Score: Raw -2329944.133051 + Penalty 3254.448062 = -2326689.684989
  nChanged 160
		SP:Iteration 42Q (105303.010000 sec): 3 clusters
  Score: Raw -2330011.062158 + Penalty 3254.448062 = -2326756.614096
  nChanged 119
		SP:Iteration 43Q (105303.300000 sec): 3 clusters
  Score: Raw -2330062.382017 + Penalty 3254.448062 = -2326807.933955
  nChanged 116
		SP:Iteration 44Q (105303.520000 sec): 3 clusters
  Score: Raw -2330109.920345 + Penalty 3254.448062 = -2326855.472283
  nChanged 81
		SP:Iteration 45Q (105303.780000 sec): 3 clusters
  Score: Raw -2330141.789125 + Penalty 3254.448062 = -2326887.341062
  nChanged 83
		SP:Iteration 46Q (105304.020000 sec): 3 clusters
  Score: Raw -2330174.217281 + Penalty 3254.448062 = -2326919.769219
  nChanged 74
		SP:Iteration 47Q (105304.290000 sec): 3 clusters
  Score: Raw -2330210.301333 + Penalty 3254.448062 = -2326955.853271
  nChanged 62
		SP:Iteration 48Q (105304.580000 sec): 3 clusters
  Score: Raw -2330240.300113 + Penalty 3254.448062 = -2326985.852051
  nChanged 49
		SP:Iteration 49Q (105304.840000 sec): 3 clusters
  Score: Raw -2330261.118053 + Penalty 3254.448062 = -2327006.669990
  nChanged 46
		SP:Iteration 50Q (105305.050000 sec): 3 clusters
  Score: Raw -2330280.566914 + Penalty 3254.448062 = -2327026.118852
  nChanged 41
		SP:Iteration 51Q (105305.340000 sec): 3 clusters
  Score: Raw -2330300.435035 + Penalty 3254.448062 = -2327045.986973
  nChanged 33
		SP:Iteration 52Q (105305.530000 sec): 3 clusters
  Score: Raw -2330316.514332 + Penalty 3254.448062 = -2327062.066269
  nChanged 27
		SP:Iteration 53Q (105305.850000 sec): 3 clusters
  Score: Raw -2330328.474259 + Penalty 3254.448062 = -2327074.026196
  nChanged 26
		SP:Iteration 54Q (105306.090000 sec): 3 clusters
  Score: Raw -2330337.127107 + Penalty 3254.448062 = -2327082.679045
  nChanged 18
		SP:Iteration 55Q (105306.340000 sec): 3 clusters
  Score: Raw -2330344.233959 + Penalty 3254.448062 = -2327089.785897
  nChanged 14
		SP:Iteration 56Q (105306.580000 sec): 3 clusters
  Score: Raw -2330350.539231 + Penalty 3254.448062 = -2327096.091169
  nChanged 12
		SP:Iteration 57Q (105306.860000 sec): 3 clusters
  Score: Raw -2330355.199019 + Penalty 3254.448062 = -2327100.750957
  nChanged 16
		SP:Iteration 58Q (105307.140000 sec): 3 clusters
  Score: Raw -2330361.743945 + Penalty 3254.448062 = -2327107.295883
  nChanged 10
		SP:Iteration 59Q (105307.360000 sec): 3 clusters
  Score: Raw -2330366.399345 + Penalty 3254.448062 = -2327111.951283
  nChanged 8
		SP:Iteration 60F (105307.670000 sec): 3 clusters
  Score: Raw -2330369.310138 + Penalty 3254.448062 = -2327114.862076
  nChanged 8
		SP:Iteration 61Q (105307.880000 sec): 3 clusters
  Score: Raw -2330371.965234 + Penalty 3254.448062 = -2327117.517172
  nChanged 7
		SP:Iteration 62Q (105308.130000 sec): 3 clusters
  Score: Raw -2330373.343497 + Penalty 3254.448062 = -2327118.895435
  nChanged 6
		SP:Iteration 63Q (105308.400000 sec): 3 clusters
  Score: Raw -2330375.411473 + Penalty 3254.448062 = -2327120.963410
  nChanged 5
		SP:Iteration 64Q (105308.680000 sec): 3 clusters
  Score: Raw -2330377.269078 + Penalty 3254.448062 = -2327122.821016
  nChanged 8
		SP:Iteration 65Q (105308.930000 sec): 3 clusters
  Score: Raw -2330379.708274 + Penalty 3254.448062 = -2327125.260212
  nChanged 5
		SP:Iteration 66Q (105309.160000 sec): 3 clusters
  Score: Raw -2330381.753085 + Penalty 3254.448062 = -2327127.305023
  nChanged 6
		SP:Iteration 67Q (105309.430000 sec): 3 clusters
  Score: Raw -2330384.290667 + Penalty 3254.448062 = -2327129.842605
  nChanged 6
		SP:Iteration 68Q (105309.710000 sec): 3 clusters
  Score: Raw -2330386.506780 + Penalty 3254.448062 = -2327132.058718
  nChanged 6
		SP:Iteration 69Q (105309.980000 sec): 3 clusters
  Score: Raw -2330388.426041 + Penalty 3254.448062 = -2327133.977978
  nChanged 1
		SP:Iteration 70Q (105310.220000 sec): 3 clusters
  Score: Raw -2330388.662106 + Penalty 3254.448062 = -2327134.214044
  nChanged 1
		SP:Iteration 71Q (105310.460000 sec): 3 clusters
  Score: Raw -2330388.772321 + Penalty 3254.448062 = -2327134.324259
  nChanged 0
		SP:Iteration 72F (105310.740000 sec): 3 clusters
  Score: Raw -2330388.772321 + Penalty 3254.448062 = -2327134.324259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105310.850000 sec): 2 clusters
  Score: Raw -21506.697748 + Penalty 888.559773 = -20618.137975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105311.010000 sec): 3 clusters
  Score: Raw -21603.229657 + Penalty 1777.119546 = -19826.110111
  nChanged 40
		SP:Iteration 1F (105311.210000 sec): 3 clusters
  Score: Raw -21711.202536 + Penalty 1777.119546 = -19934.082990
  nChanged 11
		SP:Iteration 2Q (105311.350000 sec): 3 clusters
  Score: Raw -21746.479870 + Penalty 1777.119546 = -19969.360324
  nChanged 9
		SP:Iteration 3Q (105311.600000 sec): 3 clusters
  Score: Raw -21778.341433 + Penalty 1777.119546 = -20001.221888
  nChanged 6
		SP:Iteration 4Q (105311.780000 sec): 3 clusters
  Score: Raw -21796.902852 + Penalty 1777.119546 = -20019.783306
  nChanged 5
		SP:Iteration 5Q (105311.920000 sec): 3 clusters
  Score: Raw -21817.478348 + Penalty 1777.119546 = -20040.358802
  nChanged 2
		SP:Iteration 6Q (105312.080000 sec): 3 clusters
  Score: Raw -21822.844379 + Penalty 1777.119546 = -20045.724833
  nChanged 1
		SP:Iteration 7Q (105312.290000 sec): 3 clusters
  Score: Raw -21825.902076 + Penalty 1777.119546 = -20048.782530
  nChanged 2
		SP:Iteration 8Q (105312.490000 sec): 3 clusters
  Score: Raw -21831.131776 + Penalty 1777.119546 = -20054.012230
  nChanged 1
		SP:Iteration 9Q (105312.640000 sec): 3 clusters
  Score: Raw -21835.919141 + Penalty 1777.119546 = -20058.799595
  nChanged 1
		SP:Iteration 10Q (105312.870000 sec): 3 clusters
  Score: Raw -21837.282867 + Penalty 1777.119546 = -20060.163321
  nChanged 0
		SP:Iteration 11F (105313.000000 sec): 3 clusters
  Score: Raw -21837.282867 + Penalty 1777.119546 = -20060.163321
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105313.230000 sec): 2 clusters
  Score: Raw -3874753.435821 + Penalty 1699.905705 = -3873053.530116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105313.560000 sec): 3 clusters
  Score: Raw -3852934.923750 + Penalty 3399.811410 = -3849535.112341
  nChanged 16211
		SP:Iteration 1F (105313.910000 sec): 3 clusters
  Score: Raw -3861774.550256 + Penalty 3399.811410 = -3858374.738846
  nChanged 1242
		SP:Iteration 2Q (105314.280000 sec): 3 clusters
  Score: Raw -3862067.183255 + Penalty 3399.811410 = -3858667.371846
  nChanged 1144
		SP:Iteration 3Q (105314.600000 sec): 3 clusters
  Score: Raw -3862337.870212 + Penalty 3399.811410 = -3858938.058802
  nChanged 1076
		SP:Iteration 4Q (105314.870000 sec): 3 clusters
  Score: Raw -3862620.212485 + Penalty 3399.811410 = -3859220.401075
  nChanged 1077
		SP:Iteration 5Q (105315.200000 sec): 3 clusters
  Score: Raw -3862896.749875 + Penalty 3399.811410 = -3859496.938466
  nChanged 1053
		SP:Iteration 6Q (105315.520000 sec): 3 clusters
  Score: Raw -3863194.214415 + Penalty 3399.811410 = -3859794.403005
  nChanged 1049
		SP:Iteration 7Q (105315.840000 sec): 3 clusters
  Score: Raw -3863517.810453 + Penalty 3399.811410 = -3860117.999043
  nChanged 1095
		SP:Iteration 8Q (105316.170000 sec): 3 clusters
  Score: Raw -3863907.854563 + Penalty 3399.811410 = -3860508.043153
  nChanged 1184
		SP:Iteration 9Q (105316.560000 sec): 3 clusters
  Score: Raw -3864427.300197 + Penalty 3399.811410 = -3861027.488787
  nChanged 1371
		SP:Iteration 10Q (105316.900000 sec): 3 clusters
  Score: Raw -3865107.735424 + Penalty 3399.811410 = -3861707.924014
  nChanged 1547
		SP:Iteration 11Q (105317.250000 sec): 3 clusters
  Score: Raw -3866020.623243 + Penalty 3399.811410 = -3862620.811834
  nChanged 1757
		SP:Iteration 12F (105317.580000 sec): 3 clusters
  Score: Raw -3867182.202743 + Penalty 3399.811410 = -3863782.391333
  nChanged 1864
		SP:Iteration 13F (105317.870000 sec): 3 clusters
  Score: Raw -3868487.001002 + Penalty 3399.811410 = -3865087.189592
  nChanged 1829
		SP:Iteration 14F (105318.220000 sec): 3 clusters
  Score: Raw -3869827.415669 + Penalty 3399.811410 = -3866427.604259
  nChanged 1660
		SP:Iteration 15Q (105318.590000 sec): 3 clusters
  Score: Raw -3871071.207306 + Penalty 3399.811410 = -3867671.395896
  nChanged 1422
		SP:Iteration 16Q (105318.950000 sec): 3 clusters
  Score: Raw -3872123.223718 + Penalty 3399.811410 = -3868723.412308
  nChanged 1105
		SP:Iteration 17Q (105319.270000 sec): 3 clusters
  Score: Raw -3872929.427057 + Penalty 3399.811410 = -3869529.615647
  nChanged 870
		SP:Iteration 18Q (105319.600000 sec): 3 clusters
  Score: Raw -3873561.577353 + Penalty 3399.811410 = -3870161.765943
  nChanged 611
		SP:Iteration 19Q (105319.930000 sec): 3 clusters
  Score: Raw -3874024.660256 + Penalty 3399.811410 = -3870624.848846
  nChanged 441
		SP:Iteration 20F (105320.210000 sec): 3 clusters
  Score: Raw -3874369.069543 + Penalty 3399.811410 = -3870969.258133
  nChanged 271
		SP:Iteration 21Q (105320.490000 sec): 3 clusters
  Score: Raw -3874589.770301 + Penalty 3399.811410 = -3871189.958891
  nChanged 155
		SP:Iteration 22Q (105320.750000 sec): 3 clusters
  Score: Raw -3874720.698955 + Penalty 3399.811410 = -3871320.887545
  nChanged 85
		SP:Iteration 23Q (105321.050000 sec): 3 clusters
  Score: Raw -3874791.436663 + Penalty 3399.811410 = -3871391.625253
  nChanged 62
		SP:Iteration 24Q (105321.360000 sec): 3 clusters
  Score: Raw -3874847.330038 + Penalty 3399.811410 = -3871447.518628
  nChanged 45
		SP:Iteration 25Q (105321.640000 sec): 3 clusters
  Score: Raw -3874893.506780 + Penalty 3399.811410 = -3871493.695370
  nChanged 27
		SP:Iteration 26Q (105321.920000 sec): 3 clusters
  Score: Raw -3874917.699602 + Penalty 3399.811410 = -3871517.888192
  nChanged 20
		SP:Iteration 27Q (105322.210000 sec): 3 clusters
  Score: Raw -3874937.198651 + Penalty 3399.811410 = -3871537.387241
  nChanged 11
		SP:Iteration 28Q (105322.580000 sec): 3 clusters
  Score: Raw -3874945.960619 + Penalty 3399.811410 = -3871546.149209
  nChanged 5
		SP:Iteration 29Q (105322.860000 sec): 3 clusters
  Score: Raw -3874951.719466 + Penalty 3399.811410 = -3871551.908056
  nChanged 8
		SP:Iteration 30Q (105323.150000 sec): 3 clusters
  Score: Raw -3874957.432601 + Penalty 3399.811410 = -3871557.621191
  nChanged 3
		SP:Iteration 31Q (105323.450000 sec): 3 clusters
  Score: Raw -3874959.890286 + Penalty 3399.811410 = -3871560.078876
  nChanged 1
		SP:Iteration 32Q (105323.730000 sec): 3 clusters
  Score: Raw -3874960.799986 + Penalty 3399.811410 = -3871560.988577
  nChanged 2
		SP:Iteration 33Q (105324.050000 sec): 3 clusters
  Score: Raw -3874962.448917 + Penalty 3399.811410 = -3871562.637507
  nChanged 1
		SP:Iteration 34Q (105324.350000 sec): 3 clusters
  Score: Raw -3874963.635159 + Penalty 3399.811410 = -3871563.823749
  nChanged 0
		SP:Iteration 35F (105324.620000 sec): 3 clusters
  Score: Raw -3874963.635159 + Penalty 3399.811410 = -3871563.823749
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105324.750000 sec): 2 clusters
  Score: Raw -1064366.427510 + Penalty 1513.360421 = -1062853.067088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105325.020000 sec): 3 clusters
  Score: Raw -1058060.798261 + Penalty 3026.720843 = -1055034.077418
  nChanged 4822
		SP:Iteration 1F (105325.270000 sec): 3 clusters
  Score: Raw -1060766.912049 + Penalty 3026.720843 = -1057740.191206
  nChanged 812
		SP:Iteration 2F (105325.450000 sec): 3 clusters
  Score: Raw -1061266.732644 + Penalty 3026.720843 = -1058240.011801
  nChanged 745
		SP:Iteration 3F (105325.670000 sec): 3 clusters
  Score: Raw -1061716.195046 + Penalty 3026.720843 = -1058689.474203
  nChanged 684
		SP:Iteration 4F (105325.870000 sec): 3 clusters
  Score: Raw -1062159.015065 + Penalty 3026.720843 = -1059132.294222
  nChanged 631
		SP:Iteration 5F (105326.080000 sec): 3 clusters
  Score: Raw -1062569.558323 + Penalty 3026.720843 = -1059542.837480
  nChanged 569
		SP:Iteration 6F (105326.280000 sec): 3 clusters
  Score: Raw -1062925.931684 + Penalty 3026.720843 = -1059899.210841
  nChanged 531
		SP:Iteration 7Q (105326.480000 sec): 3 clusters
  Score: Raw -1063246.215222 + Penalty 3026.720843 = -1060219.494379
  nChanged 457
		SP:Iteration 8Q (105326.690000 sec): 3 clusters
  Score: Raw -1063496.218457 + Penalty 3026.720843 = -1060469.497614
  nChanged 401
		SP:Iteration 9Q (105326.920000 sec): 3 clusters
  Score: Raw -1063723.249099 + Penalty 3026.720843 = -1060696.528257
  nChanged 372
		SP:Iteration 10Q (105327.150000 sec): 3 clusters
  Score: Raw -1063888.566848 + Penalty 3026.720843 = -1060861.846005
  nChanged 242
		SP:Iteration 11Q (105327.330000 sec): 3 clusters
  Score: Raw -1064000.099496 + Penalty 3026.720843 = -1060973.378653
  nChanged 221
		SP:Iteration 12Q (105327.570000 sec): 3 clusters
  Score: Raw -1064092.373128 + Penalty 3026.720843 = -1061065.652285
  nChanged 180
		SP:Iteration 13Q (105327.780000 sec): 3 clusters
  Score: Raw -1064155.444096 + Penalty 3026.720843 = -1061128.723254
  nChanged 157
		SP:Iteration 14Q (105327.970000 sec): 3 clusters
  Score: Raw -1064212.587113 + Penalty 3026.720843 = -1061185.866270
  nChanged 146
		SP:Iteration 15Q (105328.200000 sec): 3 clusters
  Score: Raw -1064255.132786 + Penalty 3026.720843 = -1061228.411943
  nChanged 102
		SP:Iteration 16Q (105328.420000 sec): 3 clusters
  Score: Raw -1064282.691750 + Penalty 3026.720843 = -1061255.970907
  nChanged 92
		SP:Iteration 17Q (105328.630000 sec): 3 clusters
  Score: Raw -1064307.252147 + Penalty 3026.720843 = -1061280.531304
  nChanged 93
		SP:Iteration 18Q (105328.840000 sec): 3 clusters
  Score: Raw -1064332.911238 + Penalty 3026.720843 = -1061306.190395
  nChanged 104
		SP:Iteration 19Q (105329.050000 sec): 3 clusters
  Score: Raw -1064364.228564 + Penalty 3026.720843 = -1061337.507721
  nChanged 96
		SP:Iteration 20F (105329.310000 sec): 3 clusters
  Score: Raw -1064387.236312 + Penalty 3026.720843 = -1061360.515469
  nChanged 71
		SP:Iteration 21Q (105329.530000 sec): 3 clusters
  Score: Raw -1064403.617749 + Penalty 3026.720843 = -1061376.896906
  nChanged 61
		SP:Iteration 22Q (105329.730000 sec): 3 clusters
  Score: Raw -1064415.977140 + Penalty 3026.720843 = -1061389.256297
  nChanged 55
		SP:Iteration 23Q (105329.980000 sec): 3 clusters
  Score: Raw -1064425.593263 + Penalty 3026.720843 = -1061398.872420
  nChanged 55
		SP:Iteration 24Q (105330.180000 sec): 3 clusters
  Score: Raw -1064438.552929 + Penalty 3026.720843 = -1061411.832086
  nChanged 61
		SP:Iteration 25Q (105330.390000 sec): 3 clusters
  Score: Raw -1064451.408095 + Penalty 3026.720843 = -1061424.687252
  nChanged 49
		SP:Iteration 26Q (105330.620000 sec): 3 clusters
  Score: Raw -1064461.373910 + Penalty 3026.720843 = -1061434.653067
  nChanged 42
		SP:Iteration 27Q (105330.790000 sec): 3 clusters
  Score: Raw -1064469.627295 + Penalty 3026.720843 = -1061442.906452
  nChanged 38
		SP:Iteration 28Q (105331.000000 sec): 3 clusters
  Score: Raw -1064475.111884 + Penalty 3026.720843 = -1061448.391041
  nChanged 27
		SP:Iteration 29Q (105331.210000 sec): 3 clusters
  Score: Raw -1064478.783558 + Penalty 3026.720843 = -1061452.062715
  nChanged 17
		SP:Iteration 30Q (105331.470000 sec): 3 clusters
  Score: Raw -1064480.647934 + Penalty 3026.720843 = -1061453.927091
  nChanged 16
		SP:Iteration 31Q (105331.670000 sec): 3 clusters
  Score: Raw -1064482.149174 + Penalty 3026.720843 = -1061455.428331
  nChanged 11
		SP:Iteration 32Q (105331.890000 sec): 3 clusters
  Score: Raw -1064483.445797 + Penalty 3026.720843 = -1061456.724954
  nChanged 6
		SP:Iteration 33Q (105332.140000 sec): 3 clusters
  Score: Raw -1064484.100058 + Penalty 3026.720843 = -1061457.379215
  nChanged 4
		SP:Iteration 34Q (105332.370000 sec): 3 clusters
  Score: Raw -1064484.460590 + Penalty 3026.720843 = -1061457.739747
  nChanged 4
		SP:Iteration 35Q (105332.610000 sec): 3 clusters
  Score: Raw -1064485.179307 + Penalty 3026.720843 = -1061458.458465
  nChanged 6
		SP:Iteration 36Q (105332.810000 sec): 3 clusters
  Score: Raw -1064485.625879 + Penalty 3026.720843 = -1061458.905036
  nChanged 7
		SP:Iteration 37Q (105333.040000 sec): 3 clusters
  Score: Raw -1064486.432376 + Penalty 3026.720843 = -1061459.711533
  nChanged 6
		SP:Iteration 38Q (105333.230000 sec): 3 clusters
  Score: Raw -1064486.806637 + Penalty 3026.720843 = -1061460.085794
  nChanged 3
		SP:Iteration 39Q (105333.470000 sec): 3 clusters
  Score: Raw -1064487.069898 + Penalty 3026.720843 = -1061460.349055
  nChanged 3
		SP:Iteration 40F (105333.680000 sec): 3 clusters
  Score: Raw -1064487.281570 + Penalty 3026.720843 = -1061460.560727
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105333.860000 sec): 2 clusters
  Score: Raw -2064245.546441 + Penalty 1609.259842 = -2062636.286599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105334.100000 sec): 3 clusters
  Score: Raw -2052272.297372 + Penalty 3218.519685 = -2049053.777688
  nChanged 9014
		SP:Iteration 1F (105334.380000 sec): 3 clusters
  Score: Raw -2057451.067089 + Penalty 3218.519685 = -2054232.547405
  nChanged 1218
		SP:Iteration 2F (105334.660000 sec): 3 clusters
  Score: Raw -2058055.197080 + Penalty 3218.519685 = -2054836.677395
  nChanged 1264
		SP:Iteration 3F (105334.880000 sec): 3 clusters
  Score: Raw -2058767.785027 + Penalty 3218.519685 = -2055549.265342
  nChanged 1391
		SP:Iteration 4F (105335.160000 sec): 3 clusters
  Score: Raw -2059634.027093 + Penalty 3218.519685 = -2056415.507408
  nChanged 1310
		SP:Iteration 5F (105335.460000 sec): 3 clusters
  Score: Raw -2060495.652798 + Penalty 3218.519685 = -2057277.133113
  nChanged 1157
		SP:Iteration 6F (105335.730000 sec): 3 clusters
  Score: Raw -2061277.108872 + Penalty 3218.519685 = -2058058.589187
  nChanged 1035
		SP:Iteration 7F (105336.030000 sec): 3 clusters
  Score: Raw -2062021.000667 + Penalty 3218.519685 = -2058802.480983
  nChanged 842
		SP:Iteration 8Q (105336.270000 sec): 3 clusters
  Score: Raw -2062657.000100 + Penalty 3218.519685 = -2059438.480415
  nChanged 676
		SP:Iteration 9Q (105336.500000 sec): 3 clusters
  Score: Raw -2063210.926688 + Penalty 3218.519685 = -2059992.407003
  nChanged 508
		SP:Iteration 10Q (105336.800000 sec): 3 clusters
  Score: Raw -2063626.025477 + Penalty 3218.519685 = -2060407.505792
  nChanged 359
		SP:Iteration 11Q (105337.030000 sec): 3 clusters
  Score: Raw -2063956.906883 + Penalty 3218.519685 = -2060738.387198
  nChanged 232
		SP:Iteration 12Q (105337.250000 sec): 3 clusters
  Score: Raw -2064213.777031 + Penalty 3218.519685 = -2060995.257347
  nChanged 165
		SP:Iteration 13Q (105337.480000 sec): 3 clusters
  Score: Raw -2064385.965539 + Penalty 3218.519685 = -2061167.445854
  nChanged 128
		SP:Iteration 14Q (105337.760000 sec): 3 clusters
  Score: Raw -2064502.432402 + Penalty 3218.519685 = -2061283.912717
  nChanged 109
		SP:Iteration 15Q (105338.000000 sec): 3 clusters
  Score: Raw -2064588.523154 + Penalty 3218.519685 = -2061370.003469
  nChanged 69
		SP:Iteration 16Q (105338.210000 sec): 3 clusters
  Score: Raw -2064640.496243 + Penalty 3218.519685 = -2061421.976558
  nChanged 51
		SP:Iteration 17Q (105338.500000 sec): 3 clusters
  Score: Raw -2064675.773975 + Penalty 3218.519685 = -2061457.254291
  nChanged 42
		SP:Iteration 18Q (105338.740000 sec): 3 clusters
  Score: Raw -2064705.015156 + Penalty 3218.519685 = -2061486.495471
  nChanged 31
		SP:Iteration 19Q (105338.990000 sec): 3 clusters
  Score: Raw -2064723.282694 + Penalty 3218.519685 = -2061504.763010
  nChanged 21
		SP:Iteration 20F (105339.260000 sec): 3 clusters
  Score: Raw -2064734.329315 + Penalty 3218.519685 = -2061515.809630
  nChanged 24
		SP:Iteration 21Q (105339.500000 sec): 3 clusters
  Score: Raw -2064744.719702 + Penalty 3218.519685 = -2061526.200018
  nChanged 14
		SP:Iteration 22Q (105339.800000 sec): 3 clusters
  Score: Raw -2064750.554704 + Penalty 3218.519685 = -2061532.035020
  nChanged 14
		SP:Iteration 23Q (105340.000000 sec): 3 clusters
  Score: Raw -2064758.612015 + Penalty 3218.519685 = -2061540.092331
  nChanged 14
		SP:Iteration 24Q (105340.300000 sec): 3 clusters
  Score: Raw -2064766.637919 + Penalty 3218.519685 = -2061548.118234
  nChanged 13
		SP:Iteration 25Q (105340.530000 sec): 3 clusters
  Score: Raw -2064775.598892 + Penalty 3218.519685 = -2061557.079208
  nChanged 19
		SP:Iteration 26Q (105340.760000 sec): 3 clusters
  Score: Raw -2064787.107637 + Penalty 3218.519685 = -2061568.587952
  nChanged 20
		SP:Iteration 27Q (105341.020000 sec): 3 clusters
  Score: Raw -2064802.306533 + Penalty 3218.519685 = -2061583.786848
  nChanged 25
		SP:Iteration 28Q (105341.270000 sec): 3 clusters
  Score: Raw -2064813.708591 + Penalty 3218.519685 = -2061595.188907
  nChanged 13
		SP:Iteration 29Q (105341.470000 sec): 3 clusters
  Score: Raw -2064822.400954 + Penalty 3218.519685 = -2061603.881269
  nChanged 11
		SP:Iteration 30Q (105341.720000 sec): 3 clusters
  Score: Raw -2064829.101667 + Penalty 3218.519685 = -2061610.581982
  nChanged 10
		SP:Iteration 31Q (105341.940000 sec): 3 clusters
  Score: Raw -2064835.521497 + Penalty 3218.519685 = -2061617.001812
  nChanged 8
		SP:Iteration 32Q (105342.210000 sec): 3 clusters
  Score: Raw -2064838.455260 + Penalty 3218.519685 = -2061619.935575
  nChanged 6
		SP:Iteration 33Q (105342.460000 sec): 3 clusters
  Score: Raw -2064841.953233 + Penalty 3218.519685 = -2061623.433548
  nChanged 6
		SP:Iteration 34Q (105342.770000 sec): 3 clusters
  Score: Raw -2064844.737789 + Penalty 3218.519685 = -2061626.218104
  nChanged 7
		SP:Iteration 35Q (105343.020000 sec): 3 clusters
  Score: Raw -2064849.401721 + Penalty 3218.519685 = -2061630.882036
  nChanged 7
		SP:Iteration 36Q (105343.290000 sec): 3 clusters
  Score: Raw -2064852.387029 + Penalty 3218.519685 = -2061633.867345
  nChanged 4
		SP:Iteration 37Q (105343.540000 sec): 3 clusters
  Score: Raw -2064853.816365 + Penalty 3218.519685 = -2061635.296681
  nChanged 4
		SP:Iteration 38Q (105343.820000 sec): 3 clusters
  Score: Raw -2064855.824824 + Penalty 3218.519685 = -2061637.305140
  nChanged 5
		SP:Iteration 39Q (105344.040000 sec): 3 clusters
  Score: Raw -2064857.941335 + Penalty 3218.519685 = -2061639.421650
  nChanged 5
		SP:Iteration 40F (105344.340000 sec): 3 clusters
  Score: Raw -2064860.101484 + Penalty 3218.519685 = -2061641.581799
  nChanged 4
		SP:Iteration 41Q (105344.590000 sec): 3 clusters
  Score: Raw -2064861.805240 + Penalty 3218.519685 = -2061643.285556
  nChanged 3
		SP:Iteration 42Q (105344.880000 sec): 3 clusters
  Score: Raw -2064862.469931 + Penalty 3218.519685 = -2061643.950247
  nChanged 3
		SP:Iteration 43Q (105345.100000 sec): 3 clusters
  Score: Raw -2064863.386238 + Penalty 3218.519685 = -2061644.866554
  nChanged 3
		SP:Iteration 44Q (105345.340000 sec): 3 clusters
  Score: Raw -2064864.069121 + Penalty 3218.519685 = -2061645.549436
  nChanged 1
		SP:Iteration 45Q (105345.620000 sec): 3 clusters
  Score: Raw -2064864.193205 + Penalty 3218.519685 = -2061645.673520
  nChanged 1
		SP:Iteration 46Q (105345.830000 sec): 3 clusters
  Score: Raw -2064864.447712 + Penalty 3218.519685 = -2061645.928027
  nChanged 0
		SP:Iteration 47F (105346.070000 sec): 3 clusters
  Score: Raw -2064864.447712 + Penalty 3218.519685 = -2061645.928027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105346.190000 sec): 2 clusters
  Score: Raw -459865.877279 + Penalty 1365.653980 = -458500.223298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105346.410000 sec): 3 clusters
  Score: Raw -457572.521554 + Penalty 2731.307960 = -454841.213593
  nChanged 1776
		SP:Iteration 1F (105346.580000 sec): 3 clusters
  Score: Raw -458532.155066 + Penalty 2731.307960 = -455800.847105
  nChanged 357
		SP:Iteration 2F (105346.730000 sec): 3 clusters
  Score: Raw -458719.345212 + Penalty 2731.307960 = -455988.037251
  nChanged 227
		SP:Iteration 3F (105346.920000 sec): 3 clusters
  Score: Raw -458827.711250 + Penalty 2731.307960 = -456096.403290
  nChanged 144
		SP:Iteration 4Q (105347.060000 sec): 3 clusters
  Score: Raw -458892.177699 + Penalty 2731.307960 = -456160.869738
  nChanged 123
		SP:Iteration 5Q (105347.210000 sec): 3 clusters
  Score: Raw -458953.154372 + Penalty 2731.307960 = -456221.846412
  nChanged 123
		SP:Iteration 6Q (105347.390000 sec): 3 clusters
  Score: Raw -459020.310044 + Penalty 2731.307960 = -456289.002084
  nChanged 115
		SP:Iteration 7Q (105347.620000 sec): 3 clusters
  Score: Raw -459073.349324 + Penalty 2731.307960 = -456342.041364
  nChanged 96
		SP:Iteration 8Q (105347.770000 sec): 3 clusters
  Score: Raw -459118.221285 + Penalty 2731.307960 = -456386.913325
  nChanged 93
		SP:Iteration 9Q (105347.970000 sec): 3 clusters
  Score: Raw -459154.603346 + Penalty 2731.307960 = -456423.295385
  nChanged 87
		SP:Iteration 10Q (105348.150000 sec): 3 clusters
  Score: Raw -459190.301751 + Penalty 2731.307960 = -456458.993791
  nChanged 94
		SP:Iteration 11Q (105348.310000 sec): 3 clusters
  Score: Raw -459230.802418 + Penalty 2731.307960 = -456499.494458
  nChanged 70
		SP:Iteration 12Q (105348.550000 sec): 3 clusters
  Score: Raw -459264.470390 + Penalty 2731.307960 = -456533.162429
  nChanged 73
		SP:Iteration 13Q (105348.710000 sec): 3 clusters
  Score: Raw -459296.558392 + Penalty 2731.307960 = -456565.250432
  nChanged 67
		SP:Iteration 14Q (105348.900000 sec): 3 clusters
  Score: Raw -459323.419386 + Penalty 2731.307960 = -456592.111425
  nChanged 53
		SP:Iteration 15Q (105349.100000 sec): 3 clusters
  Score: Raw -459351.115316 + Penalty 2731.307960 = -456619.807355
  nChanged 67
		SP:Iteration 16Q (105349.280000 sec): 3 clusters
  Score: Raw -459387.185071 + Penalty 2731.307960 = -456655.877111
  nChanged 82
		SP:Iteration 17Q (105349.460000 sec): 3 clusters
  Score: Raw -459429.596725 + Penalty 2731.307960 = -456698.288765
  nChanged 76
		SP:Iteration 18Q (105349.700000 sec): 3 clusters
  Score: Raw -459467.988901 + Penalty 2731.307960 = -456736.680941
  nChanged 76
		SP:Iteration 19Q (105349.890000 sec): 3 clusters
  Score: Raw -459501.518756 + Penalty 2731.307960 = -456770.210796
  nChanged 83
		SP:Iteration 20F (105350.090000 sec): 3 clusters
  Score: Raw -459550.629524 + Penalty 2731.307960 = -456819.321564
  nChanged 85
		SP:Iteration 21Q (105350.280000 sec): 3 clusters
  Score: Raw -459599.486061 + Penalty 2731.307960 = -456868.178100
  nChanged 77
		SP:Iteration 22Q (105350.490000 sec): 3 clusters
  Score: Raw -459636.592439 + Penalty 2731.307960 = -456905.284479
  nChanged 73
		SP:Iteration 23Q (105350.650000 sec): 3 clusters
  Score: Raw -459675.414428 + Penalty 2731.307960 = -456944.106467
  nChanged 72
		SP:Iteration 24Q (105350.860000 sec): 3 clusters
  Score: Raw -459713.430391 + Penalty 2731.307960 = -456982.122430
  nChanged 59
		SP:Iteration 25Q (105351.040000 sec): 3 clusters
  Score: Raw -459741.441335 + Penalty 2731.307960 = -457010.133375
  nChanged 43
		SP:Iteration 26Q (105351.240000 sec): 3 clusters
  Score: Raw -459764.226889 + Penalty 2731.307960 = -457032.918928
  nChanged 42
		SP:Iteration 27Q (105351.390000 sec): 3 clusters
  Score: Raw -459790.660917 + Penalty 2731.307960 = -457059.352957
  nChanged 44
		SP:Iteration 28Q (105351.580000 sec): 3 clusters
  Score: Raw -459818.152044 + Penalty 2731.307960 = -457086.844084
  nChanged 37
		SP:Iteration 29Q (105351.770000 sec): 3 clusters
  Score: Raw -459841.470753 + Penalty 2731.307960 = -457110.162792
  nChanged 42
		SP:Iteration 30Q (105351.990000 sec): 3 clusters
  Score: Raw -459863.672334 + Penalty 2731.307960 = -457132.364373
  nChanged 33
		SP:Iteration 31Q (105352.190000 sec): 3 clusters
  Score: Raw -459884.241017 + Penalty 2731.307960 = -457152.933057
  nChanged 32
		SP:Iteration 32Q (105352.380000 sec): 3 clusters
  Score: Raw -459904.348453 + Penalty 2731.307960 = -457173.040492
  nChanged 29
		SP:Iteration 33Q (105352.540000 sec): 3 clusters
  Score: Raw -459922.420674 + Penalty 2731.307960 = -457191.112713
  nChanged 26
		SP:Iteration 34Q (105352.710000 sec): 3 clusters
  Score: Raw -459939.131823 + Penalty 2731.307960 = -457207.823863
  nChanged 25
		SP:Iteration 35Q (105352.910000 sec): 3 clusters
  Score: Raw -459953.490985 + Penalty 2731.307960 = -457222.183025
  nChanged 18
		SP:Iteration 36Q (105353.090000 sec): 3 clusters
  Score: Raw -459961.386772 + Penalty 2731.307960 = -457230.078812
  nChanged 8
		SP:Iteration 37Q (105353.250000 sec): 3 clusters
  Score: Raw -459966.028206 + Penalty 2731.307960 = -457234.720245
  nChanged 6
		SP:Iteration 38Q (105353.450000 sec): 3 clusters
  Score: Raw -459968.936979 + Penalty 2731.307960 = -457237.629019
  nChanged 6
		SP:Iteration 39Q (105353.630000 sec): 3 clusters
  Score: Raw -459972.702194 + Penalty 2731.307960 = -457241.394234
  nChanged 14
		SP:Iteration 40F (105353.810000 sec): 3 clusters
  Score: Raw -459984.116643 + Penalty 2731.307960 = -457252.808682
  nChanged 12
		SP:Iteration 41Q (105353.970000 sec): 3 clusters
  Score: Raw -459993.654064 + Penalty 2731.307960 = -457262.346103
  nChanged 18
		SP:Iteration 42Q (105354.150000 sec): 3 clusters
  Score: Raw -460009.692696 + Penalty 2731.307960 = -457278.384736
  nChanged 13
		SP:Iteration 43Q (105354.330000 sec): 3 clusters
  Score: Raw -460021.456710 + Penalty 2731.307960 = -457290.148750
  nChanged 17
		SP:Iteration 44Q (105354.540000 sec): 3 clusters
  Score: Raw -460032.122692 + Penalty 2731.307960 = -457300.814731
  nChanged 10
		SP:Iteration 45Q (105354.730000 sec): 3 clusters
  Score: Raw -460036.887210 + Penalty 2731.307960 = -457305.579250
  nChanged 4
		SP:Iteration 46Q (105354.940000 sec): 3 clusters
  Score: Raw -460039.689898 + Penalty 2731.307960 = -457308.381937
  nChanged 8
		SP:Iteration 47Q (105355.120000 sec): 3 clusters
  Score: Raw -460045.879548 + Penalty 2731.307960 = -457314.571587
  nChanged 5
		SP:Iteration 48Q (105355.330000 sec): 3 clusters
  Score: Raw -460049.680866 + Penalty 2731.307960 = -457318.372905
  nChanged 6
		SP:Iteration 49Q (105355.520000 sec): 3 clusters
  Score: Raw -460053.965232 + Penalty 2731.307960 = -457322.657272
  nChanged 4
		SP:Iteration 50Q (105355.750000 sec): 3 clusters
  Score: Raw -460056.312769 + Penalty 2731.307960 = -457325.004808
  nChanged 6
		SP:Iteration 51Q (105355.900000 sec): 3 clusters
  Score: Raw -460059.727656 + Penalty 2731.307960 = -457328.419696
  nChanged 7
		SP:Iteration 52Q (105356.080000 sec): 3 clusters
  Score: Raw -460064.482441 + Penalty 2731.307960 = -457333.174481
  nChanged 3
		SP:Iteration 53Q (105356.290000 sec): 3 clusters
  Score: Raw -460067.653877 + Penalty 2731.307960 = -457336.345917
  nChanged 3
		SP:Iteration 54Q (105356.480000 sec): 3 clusters
  Score: Raw -460070.407198 + Penalty 2731.307960 = -457339.099238
  nChanged 5
		SP:Iteration 55Q (105356.680000 sec): 3 clusters
  Score: Raw -460074.666839 + Penalty 2731.307960 = -457343.358879
  nChanged 2
		SP:Iteration 56Q (105356.800000 sec): 3 clusters
  Score: Raw -460077.585519 + Penalty 2731.307960 = -457346.277558
  nChanged 2
		SP:Iteration 57Q (105356.950000 sec): 3 clusters
  Score: Raw -460079.331269 + Penalty 2731.307960 = -457348.023308
  nChanged 2
		SP:Iteration 58Q (105357.060000 sec): 3 clusters
  Score: Raw -460080.608201 + Penalty 2731.307960 = -457349.300241
  nChanged 2
		SP:Iteration 59Q (105357.240000 sec): 3 clusters
  Score: Raw -460082.569996 + Penalty 2731.307960 = -457351.262036
  nChanged 1
		SP:Iteration 60F (105357.410000 sec): 3 clusters
  Score: Raw -460083.265482 + Penalty 2731.307960 = -457351.957522
  nChanged 1
		SP:Iteration 61Q (105357.610000 sec): 3 clusters
  Score: Raw -460084.276480 + Penalty 2731.307960 = -457352.968519
  nChanged 2
		SP:Iteration 62Q (105357.780000 sec): 3 clusters
  Score: Raw -460085.907660 + Penalty 2731.307960 = -457354.599700
  nChanged 2
		SP:Iteration 63Q (105357.970000 sec): 3 clusters
  Score: Raw -460087.733734 + Penalty 2731.307960 = -457356.425774
  nChanged 1
		SP:Iteration 64Q (105358.140000 sec): 3 clusters
  Score: Raw -460088.329834 + Penalty 2731.307960 = -457357.021874
  nChanged 1
		SP:Iteration 65Q (105358.300000 sec): 3 clusters
  Score: Raw -460088.633355 + Penalty 2731.307960 = -457357.325394
  nChanged 0
		SP:Iteration 66F (105358.520000 sec): 3 clusters
  Score: Raw -460088.633355 + Penalty 2731.307960 = -457357.325394
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105358.590000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105358.770000 sec): 3 clusters
  Score: Raw -26499.029436 + Penalty 1841.588674 = -24657.440763
  nChanged 46
		SP:Iteration 1F (105358.940000 sec): 3 clusters
  Score: Raw -26583.108257 + Penalty 1841.588674 = -24741.519583
  nChanged 17
		SP:Iteration 2F (105359.140000 sec): 3 clusters
  Score: Raw -26623.451862 + Penalty 1841.588674 = -24781.863189
  nChanged 11
		SP:Iteration 3Q (105359.340000 sec): 3 clusters
  Score: Raw -26652.697358 + Penalty 1841.588674 = -24811.108684
  nChanged 12
		SP:Iteration 4Q (105359.470000 sec): 3 clusters
  Score: Raw -26680.227893 + Penalty 1841.588674 = -24838.639219
  nChanged 7
		SP:Iteration 5Q (105359.640000 sec): 3 clusters
  Score: Raw -26712.482333 + Penalty 1841.588674 = -24870.893660
  nChanged 3
		SP:Iteration 6Q (105359.780000 sec): 3 clusters
  Score: Raw -26738.767103 + Penalty 1841.588674 = -24897.178430
  nChanged 5
		SP:Iteration 7Q (105359.970000 sec): 3 clusters
  Score: Raw -26759.181878 + Penalty 1841.588674 = -24917.593204
  nChanged 4
		SP:Iteration 8Q (105360.140000 sec): 3 clusters
  Score: Raw -26771.944593 + Penalty 1841.588674 = -24930.355920
  nChanged 2
		SP:Iteration 9Q (105360.330000 sec): 3 clusters
  Score: Raw -26777.418614 + Penalty 1841.588674 = -24935.829940
  nChanged 4
		SP:Iteration 10Q (105360.500000 sec): 3 clusters
  Score: Raw -26795.787649 + Penalty 1841.588674 = -24954.198976
  nChanged 4
		SP:Iteration 11Q (105360.690000 sec): 3 clusters
  Score: Raw -26804.532269 + Penalty 1841.588674 = -24962.943595
  nChanged 2
		SP:Iteration 12Q (105360.900000 sec): 3 clusters
  Score: Raw -26814.126347 + Penalty 1841.588674 = -24972.537673
  nChanged 3
		SP:Iteration 13Q (105361.060000 sec): 3 clusters
  Score: Raw -26832.042631 + Penalty 1841.588674 = -24990.453957
  nChanged 3
		SP:Iteration 14Q (105361.190000 sec): 3 clusters
  Score: Raw -26845.561359 + Penalty 1841.588674 = -25003.972685
  nChanged 0
		SP:Iteration 15F (105361.370000 sec): 3 clusters
  Score: Raw -26845.561359 + Penalty 1841.588674 = -25003.972685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105361.470000 sec): 2 clusters
  Score: Raw -206379.706373 + Penalty 1236.360852 = -205143.345521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105361.650000 sec): 3 clusters
  Score: Raw -205505.404093 + Penalty 2472.721704 = -203032.682389
  nChanged 713
		SP:Iteration 1F (105361.880000 sec): 3 clusters
  Score: Raw -205990.229904 + Penalty 2472.721704 = -203517.508200
  nChanged 188
		SP:Iteration 2F (105362.040000 sec): 3 clusters
  Score: Raw -206170.699827 + Penalty 2472.721704 = -203697.978122
  nChanged 125
		SP:Iteration 3F (105362.220000 sec): 3 clusters
  Score: Raw -206284.528697 + Penalty 2472.721704 = -203811.806993
  nChanged 98
		SP:Iteration 4Q (105362.320000 sec): 3 clusters
  Score: Raw -206369.151901 + Penalty 2472.721704 = -203896.430197
  nChanged 82
		SP:Iteration 5Q (105362.510000 sec): 3 clusters
  Score: Raw -206452.196742 + Penalty 2472.721704 = -203979.475038
  nChanged 74
		SP:Iteration 6Q (105362.720000 sec): 3 clusters
  Score: Raw -206515.007397 + Penalty 2472.721704 = -204042.285693
  nChanged 56
		SP:Iteration 7Q (105362.860000 sec): 3 clusters
  Score: Raw -206555.568532 + Penalty 2472.721704 = -204082.846828
  nChanged 35
		SP:Iteration 8Q (105363.030000 sec): 3 clusters
  Score: Raw -206576.078434 + Penalty 2472.721704 = -204103.356730
  nChanged 35
		SP:Iteration 9Q (105363.240000 sec): 3 clusters
  Score: Raw -206599.752794 + Penalty 2472.721704 = -204127.031090
  nChanged 29
		SP:Iteration 10Q (105363.380000 sec): 3 clusters
  Score: Raw -206617.597619 + Penalty 2472.721704 = -204144.875915
  nChanged 22
		SP:Iteration 11Q (105363.590000 sec): 3 clusters
  Score: Raw -206630.497058 + Penalty 2472.721704 = -204157.775353
  nChanged 20
		SP:Iteration 12Q (105363.770000 sec): 3 clusters
  Score: Raw -206644.573552 + Penalty 2472.721704 = -204171.851848
  nChanged 20
		SP:Iteration 13Q (105363.940000 sec): 3 clusters
  Score: Raw -206656.353152 + Penalty 2472.721704 = -204183.631448
  nChanged 21
		SP:Iteration 14Q (105364.070000 sec): 3 clusters
  Score: Raw -206670.688255 + Penalty 2472.721704 = -204197.966551
  nChanged 18
		SP:Iteration 15Q (105364.230000 sec): 3 clusters
  Score: Raw -206687.164155 + Penalty 2472.721704 = -204214.442451
  nChanged 11
		SP:Iteration 16Q (105364.430000 sec): 3 clusters
  Score: Raw -206696.911048 + Penalty 2472.721704 = -204224.189343
  nChanged 10
		SP:Iteration 17Q (105364.630000 sec): 3 clusters
  Score: Raw -206702.438960 + Penalty 2472.721704 = -204229.717256
  nChanged 8
		SP:Iteration 18Q (105364.810000 sec): 3 clusters
  Score: Raw -206707.562690 + Penalty 2472.721704 = -204234.840985
  nChanged 8
		SP:Iteration 19Q (105364.970000 sec): 3 clusters
  Score: Raw -206712.370588 + Penalty 2472.721704 = -204239.648883
  nChanged 6
		SP:Iteration 20F (105365.130000 sec): 3 clusters
  Score: Raw -206715.304035 + Penalty 2472.721704 = -204242.582331
  nChanged 6
		SP:Iteration 21Q (105365.350000 sec): 3 clusters
  Score: Raw -206718.373661 + Penalty 2472.721704 = -204245.651957
  nChanged 9
		SP:Iteration 22Q (105365.520000 sec): 3 clusters
  Score: Raw -206722.140273 + Penalty 2472.721704 = -204249.418568
  nChanged 7
		SP:Iteration 23Q (105365.680000 sec): 3 clusters
  Score: Raw -206725.720258 + Penalty 2472.721704 = -204252.998554
  nChanged 4
		SP:Iteration 24Q (105365.860000 sec): 3 clusters
  Score: Raw -206728.476463 + Penalty 2472.721704 = -204255.754759
  nChanged 2
		SP:Iteration 25Q (105366.020000 sec): 3 clusters
  Score: Raw -206729.629617 + Penalty 2472.721704 = -204256.907913
  nChanged 2
		SP:Iteration 26Q (105366.230000 sec): 3 clusters
  Score: Raw -206730.475607 + Penalty 2472.721704 = -204257.753903
  nChanged 1
		SP:Iteration 27Q (105366.410000 sec): 3 clusters
  Score: Raw -206731.088556 + Penalty 2472.721704 = -204258.366852
  nChanged 2
		SP:Iteration 28Q (105366.540000 sec): 3 clusters
  Score: Raw -206731.902488 + Penalty 2472.721704 = -204259.180784
  nChanged 0
		SP:Iteration 29F (105366.720000 sec): 3 clusters
  Score: Raw -206731.902488 + Penalty 2472.721704 = -204259.180784
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105366.830000 sec): 2 clusters
  Score: Raw -434677.318596 + Penalty 1355.362880 = -433321.955715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105367.060000 sec): 3 clusters
  Score: Raw -432616.174075 + Penalty 2710.725761 = -429905.448315
  nChanged 1662
		SP:Iteration 1F (105367.260000 sec): 3 clusters
  Score: Raw -433628.404960 + Penalty 2710.725761 = -430917.679199
  nChanged 317
		SP:Iteration 2F (105367.430000 sec): 3 clusters
  Score: Raw -433854.944857 + Penalty 2710.725761 = -431144.219096
  nChanged 274
		SP:Iteration 3F (105367.590000 sec): 3 clusters
  Score: Raw -434068.850392 + Penalty 2710.725761 = -431358.124631
  nChanged 259
		SP:Iteration 4F (105367.800000 sec): 3 clusters
  Score: Raw -434264.890950 + Penalty 2710.725761 = -431554.165190
  nChanged 208
		SP:Iteration 5Q (105368.010000 sec): 3 clusters
  Score: Raw -434435.558656 + Penalty 2710.725761 = -431724.832896
  nChanged 181
		SP:Iteration 6Q (105368.150000 sec): 3 clusters
  Score: Raw -434560.798791 + Penalty 2710.725761 = -431850.073030
  nChanged 154
		SP:Iteration 7Q (105368.270000 sec): 3 clusters
  Score: Raw -434663.387530 + Penalty 2710.725761 = -431952.661769
  nChanged 134
		SP:Iteration 8Q (105368.410000 sec): 3 clusters
  Score: Raw -434756.682585 + Penalty 2710.725761 = -432045.956825
  nChanged 112
		SP:Iteration 9Q (105368.540000 sec): 3 clusters
  Score: Raw -434817.363609 + Penalty 2710.725761 = -432106.637848
  nChanged 92
		SP:Iteration 10Q (105368.720000 sec): 3 clusters
  Score: Raw -434867.075143 + Penalty 2710.725761 = -432156.349383
  nChanged 80
		SP:Iteration 11Q (105368.860000 sec): 3 clusters
  Score: Raw -434898.680779 + Penalty 2710.725761 = -432187.955019
  nChanged 55
		SP:Iteration 12Q (105369.040000 sec): 3 clusters
  Score: Raw -434918.532634 + Penalty 2710.725761 = -432207.806874
  nChanged 44
		SP:Iteration 13Q (105369.170000 sec): 3 clusters
  Score: Raw -434938.228083 + Penalty 2710.725761 = -432227.502322
  nChanged 40
		SP:Iteration 14Q (105369.370000 sec): 3 clusters
  Score: Raw -434951.849315 + Penalty 2710.725761 = -432241.123554
  nChanged 32
		SP:Iteration 15Q (105369.540000 sec): 3 clusters
  Score: Raw -434964.299962 + Penalty 2710.725761 = -432253.574202
  nChanged 28
		SP:Iteration 16Q (105369.690000 sec): 3 clusters
  Score: Raw -434974.047084 + Penalty 2710.725761 = -432263.321324
  nChanged 26
		SP:Iteration 17Q (105369.850000 sec): 3 clusters
  Score: Raw -434985.083774 + Penalty 2710.725761 = -432274.358014
  nChanged 28
		SP:Iteration 18Q (105370.050000 sec): 3 clusters
  Score: Raw -434993.443714 + Penalty 2710.725761 = -432282.717953
  nChanged 23
		SP:Iteration 19Q (105370.230000 sec): 3 clusters
  Score: Raw -435000.713148 + Penalty 2710.725761 = -432289.987388
  nChanged 25
		SP:Iteration 20F (105370.420000 sec): 3 clusters
  Score: Raw -435007.789564 + Penalty 2710.725761 = -432297.063803
  nChanged 16
		SP:Iteration 21Q (105370.560000 sec): 3 clusters
  Score: Raw -435011.066200 + Penalty 2710.725761 = -432300.340439
  nChanged 15
		SP:Iteration 22Q (105370.780000 sec): 3 clusters
  Score: Raw -435015.204140 + Penalty 2710.725761 = -432304.478380
  nChanged 15
		SP:Iteration 23Q (105370.940000 sec): 3 clusters
  Score: Raw -435019.069260 + Penalty 2710.725761 = -432308.343499
  nChanged 14
		SP:Iteration 24Q (105371.170000 sec): 3 clusters
  Score: Raw -435022.255508 + Penalty 2710.725761 = -432311.529748
  nChanged 7
		SP:Iteration 25Q (105371.310000 sec): 3 clusters
  Score: Raw -435024.080674 + Penalty 2710.725761 = -432313.354914
  nChanged 6
		SP:Iteration 26Q (105371.540000 sec): 3 clusters
  Score: Raw -435025.854928 + Penalty 2710.725761 = -432315.129167
  nChanged 6
		SP:Iteration 27Q (105371.770000 sec): 3 clusters
  Score: Raw -435027.500803 + Penalty 2710.725761 = -432316.775042
  nChanged 6
		SP:Iteration 28Q (105371.930000 sec): 3 clusters
  Score: Raw -435028.632687 + Penalty 2710.725761 = -432317.906926
  nChanged 5
		SP:Iteration 29Q (105372.110000 sec): 3 clusters
  Score: Raw -435029.834719 + Penalty 2710.725761 = -432319.108959
  nChanged 5
		SP:Iteration 30Q (105372.330000 sec): 3 clusters
  Score: Raw -435031.238868 + Penalty 2710.725761 = -432320.513107
  nChanged 9
		SP:Iteration 31Q (105372.500000 sec): 3 clusters
  Score: Raw -435034.170439 + Penalty 2710.725761 = -432323.444679
  nChanged 8
		SP:Iteration 32Q (105372.650000 sec): 3 clusters
  Score: Raw -435036.066431 + Penalty 2710.725761 = -432325.340671
  nChanged 8
		SP:Iteration 33Q (105372.840000 sec): 3 clusters
  Score: Raw -435038.007882 + Penalty 2710.725761 = -432327.282121
  nChanged 8
		SP:Iteration 34Q (105373.020000 sec): 3 clusters
  Score: Raw -435039.704599 + Penalty 2710.725761 = -432328.978838
  nChanged 7
		SP:Iteration 35Q (105373.230000 sec): 3 clusters
  Score: Raw -435041.594464 + Penalty 2710.725761 = -432330.868704
  nChanged 6
		SP:Iteration 36Q (105373.420000 sec): 3 clusters
  Score: Raw -435043.457146 + Penalty 2710.725761 = -432332.731386
  nChanged 6
		SP:Iteration 37Q (105373.580000 sec): 3 clusters
  Score: Raw -435044.793459 + Penalty 2710.725761 = -432334.067698
  nChanged 2
		SP:Iteration 38Q (105373.800000 sec): 3 clusters
  Score: Raw -435045.536601 + Penalty 2710.725761 = -432334.810841
  nChanged 4
		SP:Iteration 39Q (105373.990000 sec): 3 clusters
  Score: Raw -435046.148812 + Penalty 2710.725761 = -432335.423051
  nChanged 3
		SP:Iteration 40F (105374.140000 sec): 3 clusters
  Score: Raw -435046.588696 + Penalty 2710.725761 = -432335.862936
  nChanged 1
		SP:Iteration 41Q (105374.350000 sec): 3 clusters
  Score: Raw -435047.007127 + Penalty 2710.725761 = -432336.281366
  nChanged 1
		SP:Iteration 42Q (105374.550000 sec): 3 clusters
  Score: Raw -435047.229762 + Penalty 2710.725761 = -432336.504001
  nChanged 1
		SP:Iteration 43Q (105374.750000 sec): 3 clusters
  Score: Raw -435047.695123 + Penalty 2710.725761 = -432336.969362
  nChanged 2
		SP:Iteration 44Q (105374.950000 sec): 3 clusters
  Score: Raw -435048.819379 + Penalty 2710.725761 = -432338.093618
  nChanged 4
		SP:Iteration 45Q (105375.130000 sec): 3 clusters
  Score: Raw -435049.834033 + Penalty 2710.725761 = -432339.108273
  nChanged 3
		SP:Iteration 46Q (105375.300000 sec): 3 clusters
  Score: Raw -435050.487877 + Penalty 2710.725761 = -432339.762117
  nChanged 2
		SP:Iteration 47Q (105375.500000 sec): 3 clusters
  Score: Raw -435051.043963 + Penalty 2710.725761 = -432340.318202
  nChanged 3
		SP:Iteration 48Q (105375.680000 sec): 3 clusters
  Score: Raw -435051.558210 + Penalty 2710.725761 = -432340.832449
  nChanged 4
		SP:Iteration 49Q (105375.860000 sec): 3 clusters
  Score: Raw -435052.258318 + Penalty 2710.725761 = -432341.532557
  nChanged 1
		SP:Iteration 50Q (105376.070000 sec): 3 clusters
  Score: Raw -435052.360607 + Penalty 2710.725761 = -432341.634847
  nChanged 1
		SP:Iteration 51Q (105376.250000 sec): 3 clusters
  Score: Raw -435052.581430 + Penalty 2710.725761 = -432341.855670
  nChanged 0
		SP:Iteration 52F (105376.460000 sec): 3 clusters
  Score: Raw -435052.581430 + Penalty 2710.725761 = -432341.855670
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105376.580000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105376.730000 sec): 3 clusters
  Score: Raw -29605.059906 + Penalty 1859.101327 = -27745.958579
  nChanged 44
		SP:Iteration 1F (105376.880000 sec): 3 clusters
  Score: Raw -29708.445415 + Penalty 1859.101327 = -27849.344088
  nChanged 17
		SP:Iteration 2F (105377.040000 sec): 3 clusters
  Score: Raw -29755.526951 + Penalty 1859.101327 = -27896.425624
  nChanged 10
		SP:Iteration 3Q (105377.240000 sec): 3 clusters
  Score: Raw -29776.894954 + Penalty 1859.101327 = -27917.793627
  nChanged 7
		SP:Iteration 4Q (105377.410000 sec): 3 clusters
  Score: Raw -29792.282994 + Penalty 1859.101327 = -27933.181667
  nChanged 4
		SP:Iteration 5Q (105377.620000 sec): 3 clusters
  Score: Raw -29801.039158 + Penalty 1859.101327 = -27941.937830
  nChanged 3
		SP:Iteration 6Q (105377.810000 sec): 3 clusters
  Score: Raw -29836.195287 + Penalty 1859.101327 = -27977.093960
  nChanged 3
		SP:Iteration 7Q (105378.000000 sec): 3 clusters
  Score: Raw -29841.514336 + Penalty 1859.101327 = -27982.413009
  nChanged 2
		SP:Iteration 8Q (105378.180000 sec): 3 clusters
  Score: Raw -29853.936154 + Penalty 1859.101327 = -27994.834826
  nChanged 5
		SP:Iteration 9Q (105378.370000 sec): 3 clusters
  Score: Raw -29875.666505 + Penalty 1859.101327 = -28016.565178
  nChanged 4
		SP:Iteration 10Q (105378.570000 sec): 3 clusters
  Score: Raw -29887.193797 + Penalty 1859.101327 = -28028.092469
  nChanged 1
		SP:Iteration 11Q (105378.760000 sec): 3 clusters
  Score: Raw -29888.160973 + Penalty 1859.101327 = -28029.059646
  nChanged 1
		SP:Iteration 12Q (105378.920000 sec): 3 clusters
  Score: Raw -29889.571556 + Penalty 1859.101327 = -28030.470229
  nChanged 1
		SP:Iteration 13Q (105379.130000 sec): 3 clusters
  Score: Raw -29891.041978 + Penalty 1859.101327 = -28031.940651
  nChanged 0
		SP:Iteration 14F (105379.300000 sec): 3 clusters
  Score: Raw -29891.041978 + Penalty 1859.101327 = -28031.940651
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105379.490000 sec): 2 clusters
  Score: Raw -2850180.651015 + Penalty 1662.992173 = -2848517.658842
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105379.750000 sec): 3 clusters
  Score: Raw -2833089.585289 + Penalty 3325.984346 = -2829763.600944
  nChanged 12760
		SP:Iteration 1F (105380.010000 sec): 3 clusters
  Score: Raw -2840164.038556 + Penalty 3325.984346 = -2836838.054210
  nChanged 1301
		SP:Iteration 2Q (105380.310000 sec): 3 clusters
  Score: Raw -2840620.007501 + Penalty 3325.984346 = -2837294.023155
  nChanged 1221
		SP:Iteration 3Q (105380.620000 sec): 3 clusters
  Score: Raw -2841047.025070 + Penalty 3325.984346 = -2837721.040725
  nChanged 1193
		SP:Iteration 4Q (105380.890000 sec): 3 clusters
  Score: Raw -2841507.386520 + Penalty 3325.984346 = -2838181.402174
  nChanged 1248
		SP:Iteration 5Q (105381.190000 sec): 3 clusters
  Score: Raw -2842059.683875 + Penalty 3325.984346 = -2838733.699530
  nChanged 1305
		SP:Iteration 6Q (105381.490000 sec): 3 clusters
  Score: Raw -2842763.383111 + Penalty 3325.984346 = -2839437.398766
  nChanged 1458
		SP:Iteration 7F (105381.820000 sec): 3 clusters
  Score: Raw -2843665.842351 + Penalty 3325.984346 = -2840339.858006
  nChanged 1431
		SP:Iteration 8F (105382.130000 sec): 3 clusters
  Score: Raw -2844552.606623 + Penalty 3325.984346 = -2841226.622277
  nChanged 1329
		SP:Iteration 9Q (105382.440000 sec): 3 clusters
  Score: Raw -2845330.831278 + Penalty 3325.984346 = -2842004.846932
  nChanged 1099
		SP:Iteration 10Q (105382.740000 sec): 3 clusters
  Score: Raw -2845843.103476 + Penalty 3325.984346 = -2842517.119130
  nChanged 806
		SP:Iteration 11Q (105383.010000 sec): 3 clusters
  Score: Raw -2846109.596163 + Penalty 3325.984346 = -2842783.611817
  nChanged 542
		SP:Iteration 12Q (105383.340000 sec): 3 clusters
  Score: Raw -2846252.129615 + Penalty 3325.984346 = -2842926.145269
  nChanged 402
		SP:Iteration 13Q (105383.660000 sec): 3 clusters
  Score: Raw -2846345.723733 + Penalty 3325.984346 = -2843019.739387
  nChanged 326
		SP:Iteration 14Q (105383.940000 sec): 3 clusters
  Score: Raw -2846419.346828 + Penalty 3325.984346 = -2843093.362482
  nChanged 304
		SP:Iteration 15Q (105384.250000 sec): 3 clusters
  Score: Raw -2846490.905500 + Penalty 3325.984346 = -2843164.921154
  nChanged 299
		SP:Iteration 16Q (105384.570000 sec): 3 clusters
  Score: Raw -2846562.494952 + Penalty 3325.984346 = -2843236.510607
  nChanged 312
		SP:Iteration 17Q (105384.860000 sec): 3 clusters
  Score: Raw -2846643.720855 + Penalty 3325.984346 = -2843317.736510
  nChanged 351
		SP:Iteration 18Q (105385.120000 sec): 3 clusters
  Score: Raw -2846741.850871 + Penalty 3325.984346 = -2843415.866525
  nChanged 403
		SP:Iteration 19Q (105385.470000 sec): 3 clusters
  Score: Raw -2846865.336019 + Penalty 3325.984346 = -2843539.351673
  nChanged 431
		SP:Iteration 20F (105385.780000 sec): 3 clusters
  Score: Raw -2846993.712125 + Penalty 3325.984346 = -2843667.727779
  nChanged 397
		SP:Iteration 21Q (105386.060000 sec): 3 clusters
  Score: Raw -2847114.110987 + Penalty 3325.984346 = -2843788.126641
  nChanged 414
		SP:Iteration 22Q (105386.400000 sec): 3 clusters
  Score: Raw -2847254.319640 + Penalty 3325.984346 = -2843928.335294
  nChanged 438
		SP:Iteration 23Q (105386.740000 sec): 3 clusters
  Score: Raw -2847407.878912 + Penalty 3325.984346 = -2844081.894567
  nChanged 442
		SP:Iteration 24Q (105386.980000 sec): 3 clusters
  Score: Raw -2847563.819739 + Penalty 3325.984346 = -2844237.835393
  nChanged 422
		SP:Iteration 25Q (105387.260000 sec): 3 clusters
  Score: Raw -2847718.307316 + Penalty 3325.984346 = -2844392.322970
  nChanged 430
		SP:Iteration 26Q (105387.600000 sec): 3 clusters
  Score: Raw -2847887.104935 + Penalty 3325.984346 = -2844561.120589
  nChanged 452
		SP:Iteration 27Q (105387.860000 sec): 3 clusters
  Score: Raw -2848077.793270 + Penalty 3325.984346 = -2844751.808924
  nChanged 442
		SP:Iteration 28Q (105388.170000 sec): 3 clusters
  Score: Raw -2848268.827311 + Penalty 3325.984346 = -2844942.842965
  nChanged 416
		SP:Iteration 29Q (105388.460000 sec): 3 clusters
  Score: Raw -2848460.079773 + Penalty 3325.984346 = -2845134.095427
  nChanged 408
		SP:Iteration 30Q (105388.700000 sec): 3 clusters
  Score: Raw -2848660.146854 + Penalty 3325.984346 = -2845334.162508
  nChanged 407
		SP:Iteration 31Q (105388.990000 sec): 3 clusters
  Score: Raw -2848867.684868 + Penalty 3325.984346 = -2845541.700522
  nChanged 398
		SP:Iteration 32Q (105389.240000 sec): 3 clusters
  Score: Raw -2849085.579394 + Penalty 3325.984346 = -2845759.595048
  nChanged 360
		SP:Iteration 33Q (105389.520000 sec): 3 clusters
  Score: Raw -2849282.313160 + Penalty 3325.984346 = -2845956.328814
  nChanged 308
		SP:Iteration 34Q (105389.800000 sec): 3 clusters
  Score: Raw -2849450.889700 + Penalty 3325.984346 = -2846124.905354
  nChanged 300
		SP:Iteration 35Q (105390.080000 sec): 3 clusters
  Score: Raw -2849624.738949 + Penalty 3325.984346 = -2846298.754603
  nChanged 252
		SP:Iteration 36Q (105390.360000 sec): 3 clusters
  Score: Raw -2849784.477750 + Penalty 3325.984346 = -2846458.493404
  nChanged 211
		SP:Iteration 37Q (105390.640000 sec): 3 clusters
  Score: Raw -2849933.454537 + Penalty 3325.984346 = -2846607.470191
  nChanged 169
		SP:Iteration 38Q (105390.890000 sec): 3 clusters
  Score: Raw -2850045.809278 + Penalty 3325.984346 = -2846719.824933
  nChanged 124
		SP:Iteration 39Q (105391.190000 sec): 3 clusters
  Score: Raw -2850134.380839 + Penalty 3325.984346 = -2846808.396493
  nChanged 106
		SP:Iteration 40F (105391.470000 sec): 3 clusters
  Score: Raw -2850213.403202 + Penalty 3325.984346 = -2846887.418856
  nChanged 71
		SP:Iteration 41Q (105391.730000 sec): 3 clusters
  Score: Raw -2850267.095677 + Penalty 3325.984346 = -2846941.111331
  nChanged 45
		SP:Iteration 42Q (105391.990000 sec): 3 clusters
  Score: Raw -2850293.151200 + Penalty 3325.984346 = -2846967.166854
  nChanged 32
		SP:Iteration 43Q (105392.280000 sec): 3 clusters
  Score: Raw -2850323.529701 + Penalty 3325.984346 = -2846997.545356
  nChanged 31
		SP:Iteration 44Q (105392.570000 sec): 3 clusters
  Score: Raw -2850348.737208 + Penalty 3325.984346 = -2847022.752862
  nChanged 18
		SP:Iteration 45Q (105392.850000 sec): 3 clusters
  Score: Raw -2850362.690498 + Penalty 3325.984346 = -2847036.706152
  nChanged 11
		SP:Iteration 46Q (105393.140000 sec): 3 clusters
  Score: Raw -2850370.712536 + Penalty 3325.984346 = -2847044.728190
  nChanged 5
		SP:Iteration 47Q (105393.460000 sec): 3 clusters
  Score: Raw -2850375.786563 + Penalty 3325.984346 = -2847049.802217
  nChanged 9
		SP:Iteration 48Q (105393.710000 sec): 3 clusters
  Score: Raw -2850381.765789 + Penalty 3325.984346 = -2847055.781444
  nChanged 5
		SP:Iteration 49Q (105393.960000 sec): 3 clusters
  Score: Raw -2850385.721478 + Penalty 3325.984346 = -2847059.737132
  nChanged 2
		SP:Iteration 50Q (105394.230000 sec): 3 clusters
  Score: Raw -2850388.257699 + Penalty 3325.984346 = -2847062.273353
  nChanged 4
		SP:Iteration 51Q (105394.500000 sec): 3 clusters
  Score: Raw -2850393.510377 + Penalty 3325.984346 = -2847067.526031
  nChanged 6
		SP:Iteration 52Q (105394.770000 sec): 3 clusters
  Score: Raw -2850397.990868 + Penalty 3325.984346 = -2847072.006522
  nChanged 5
		SP:Iteration 53Q (105395.020000 sec): 3 clusters
  Score: Raw -2850402.114301 + Penalty 3325.984346 = -2847076.129955
  nChanged 5
		SP:Iteration 54Q (105395.300000 sec): 3 clusters
  Score: Raw -2850404.805301 + Penalty 3325.984346 = -2847078.820955
  nChanged 3
		SP:Iteration 55Q (105395.590000 sec): 3 clusters
  Score: Raw -2850405.537234 + Penalty 3325.984346 = -2847079.552888
  nChanged 1
		SP:Iteration 56Q (105395.870000 sec): 3 clusters
  Score: Raw -2850405.871510 + Penalty 3325.984346 = -2847079.887164
  nChanged 0
		SP:Iteration 57F (105396.160000 sec): 3 clusters
  Score: Raw -2850405.871510 + Penalty 3325.984346 = -2847079.887164
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105396.240000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105396.400000 sec): 3 clusters
  Score: Raw -147678.317703 + Penalty 2342.554458 = -145335.763245
  nChanged 432
		SP:Iteration 1F (105396.580000 sec): 3 clusters
  Score: Raw -148015.403166 + Penalty 2342.554458 = -145672.848707
  nChanged 91
		SP:Iteration 2F (105396.790000 sec): 3 clusters
  Score: Raw -148085.475984 + Penalty 2342.554458 = -145742.921526
  nChanged 54
		SP:Iteration 3Q (105396.970000 sec): 3 clusters
  Score: Raw -148135.529854 + Penalty 2342.554458 = -145792.975396
  nChanged 44
		SP:Iteration 4Q (105397.140000 sec): 3 clusters
  Score: Raw -148172.461224 + Penalty 2342.554458 = -145829.906766
  nChanged 44
		SP:Iteration 5Q (105397.330000 sec): 3 clusters
  Score: Raw -148219.321605 + Penalty 2342.554458 = -145876.767147
  nChanged 51
		SP:Iteration 6Q (105397.520000 sec): 3 clusters
  Score: Raw -148285.127822 + Penalty 2342.554458 = -145942.573364
  nChanged 51
		SP:Iteration 7Q (105397.680000 sec): 3 clusters
  Score: Raw -148330.495388 + Penalty 2342.554458 = -145987.940929
  nChanged 41
		SP:Iteration 8Q (105397.890000 sec): 3 clusters
  Score: Raw -148388.743422 + Penalty 2342.554458 = -146046.188964
  nChanged 42
		SP:Iteration 9Q (105398.050000 sec): 3 clusters
  Score: Raw -148435.924880 + Penalty 2342.554458 = -146093.370422
  nChanged 36
		SP:Iteration 10Q (105398.210000 sec): 3 clusters
  Score: Raw -148489.111336 + Penalty 2342.554458 = -146146.556878
  nChanged 34
		SP:Iteration 11Q (105398.360000 sec): 3 clusters
  Score: Raw -148530.476521 + Penalty 2342.554458 = -146187.922063
  nChanged 47
		SP:Iteration 12Q (105398.550000 sec): 3 clusters
  Score: Raw -148576.380724 + Penalty 2342.554458 = -146233.826266
  nChanged 30
		SP:Iteration 13Q (105398.710000 sec): 3 clusters
  Score: Raw -148608.435096 + Penalty 2342.554458 = -146265.880638
  nChanged 16
		SP:Iteration 14Q (105398.880000 sec): 3 clusters
  Score: Raw -148629.003624 + Penalty 2342.554458 = -146286.449166
  nChanged 16
		SP:Iteration 15Q (105399.080000 sec): 3 clusters
  Score: Raw -148648.126464 + Penalty 2342.554458 = -146305.572006
  nChanged 14
		SP:Iteration 16Q (105399.260000 sec): 3 clusters
  Score: Raw -148663.147776 + Penalty 2342.554458 = -146320.593318
  nChanged 9
		SP:Iteration 17Q (105399.420000 sec): 3 clusters
  Score: Raw -148669.813380 + Penalty 2342.554458 = -146327.258922
  nChanged 6
		SP:Iteration 18Q (105399.640000 sec): 3 clusters
  Score: Raw -148674.770412 + Penalty 2342.554458 = -146332.215953
  nChanged 4
		SP:Iteration 19Q (105399.800000 sec): 3 clusters
  Score: Raw -148678.204169 + Penalty 2342.554458 = -146335.649711
  nChanged 0
		SP:Iteration 20F (105399.980000 sec): 3 clusters
  Score: Raw -148678.204169 + Penalty 2342.554458 = -146335.649711
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105400.090000 sec): 2 clusters
  Score: Raw -394996.647146 + Penalty 1347.986065 = -393648.661081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105400.270000 sec): 3 clusters
  Score: Raw -393014.314181 + Penalty 2695.972129 = -390318.342051
  nChanged 1573
		SP:Iteration 1F (105400.430000 sec): 3 clusters
  Score: Raw -394025.644155 + Penalty 2695.972129 = -391329.672026
  nChanged 362
		SP:Iteration 2F (105400.630000 sec): 3 clusters
  Score: Raw -394278.197404 + Penalty 2695.972129 = -391582.225275
  nChanged 250
		SP:Iteration 3F (105400.770000 sec): 3 clusters
  Score: Raw -394449.797089 + Penalty 2695.972129 = -391753.824959
  nChanged 215
		SP:Iteration 4F (105400.960000 sec): 3 clusters
  Score: Raw -394598.778967 + Penalty 2695.972129 = -391902.806837
  nChanged 183
		SP:Iteration 5Q (105401.150000 sec): 3 clusters
  Score: Raw -394723.626921 + Penalty 2695.972129 = -392027.654791
  nChanged 145
		SP:Iteration 6Q (105401.340000 sec): 3 clusters
  Score: Raw -394821.639016 + Penalty 2695.972129 = -392125.666886
  nChanged 144
		SP:Iteration 7Q (105401.520000 sec): 3 clusters
  Score: Raw -394950.461476 + Penalty 2695.972129 = -392254.489346
  nChanged 156
		SP:Iteration 8Q (105401.730000 sec): 3 clusters
  Score: Raw -395105.823266 + Penalty 2695.972129 = -392409.851137
  nChanged 148
		SP:Iteration 9Q (105401.890000 sec): 3 clusters
  Score: Raw -395256.352012 + Penalty 2695.972129 = -392560.379883
  nChanged 119
		SP:Iteration 10Q (105402.020000 sec): 3 clusters
  Score: Raw -395355.772928 + Penalty 2695.972129 = -392659.800799
  nChanged 103
		SP:Iteration 11Q (105402.210000 sec): 3 clusters
  Score: Raw -395414.383298 + Penalty 2695.972129 = -392718.411169
  nChanged 78
		SP:Iteration 12Q (105402.420000 sec): 3 clusters
  Score: Raw -395453.462282 + Penalty 2695.972129 = -392757.490153
  nChanged 53
		SP:Iteration 13Q (105402.590000 sec): 3 clusters
  Score: Raw -395478.785242 + Penalty 2695.972129 = -392782.813112
  nChanged 43
		SP:Iteration 14Q (105402.820000 sec): 3 clusters
  Score: Raw -395496.575575 + Penalty 2695.972129 = -392800.603446
  nChanged 30
		SP:Iteration 15Q (105402.980000 sec): 3 clusters
  Score: Raw -395508.783039 + Penalty 2695.972129 = -392812.810909
  nChanged 33
		SP:Iteration 16Q (105403.200000 sec): 3 clusters
  Score: Raw -395523.905447 + Penalty 2695.972129 = -392827.933318
  nChanged 29
		SP:Iteration 17Q (105403.350000 sec): 3 clusters
  Score: Raw -395534.871504 + Penalty 2695.972129 = -392838.899375
  nChanged 18
		SP:Iteration 18Q (105403.550000 sec): 3 clusters
  Score: Raw -395541.046910 + Penalty 2695.972129 = -392845.074780
  nChanged 18
		SP:Iteration 19Q (105403.740000 sec): 3 clusters
  Score: Raw -395546.889452 + Penalty 2695.972129 = -392850.917323
  nChanged 12
		SP:Iteration 20F (105403.900000 sec): 3 clusters
  Score: Raw -395550.236208 + Penalty 2695.972129 = -392854.264078
  nChanged 11
		SP:Iteration 21Q (105404.090000 sec): 3 clusters
  Score: Raw -395552.925328 + Penalty 2695.972129 = -392856.953199
  nChanged 8
		SP:Iteration 22Q (105404.280000 sec): 3 clusters
  Score: Raw -395554.860737 + Penalty 2695.972129 = -392858.888608
  nChanged 6
		SP:Iteration 23Q (105404.450000 sec): 3 clusters
  Score: Raw -395556.337268 + Penalty 2695.972129 = -392860.365139
  nChanged 5
		SP:Iteration 24Q (105404.660000 sec): 3 clusters
  Score: Raw -395558.155422 + Penalty 2695.972129 = -392862.183293
  nChanged 9
		SP:Iteration 25Q (105404.800000 sec): 3 clusters
  Score: Raw -395560.069410 + Penalty 2695.972129 = -392864.097281
  nChanged 3
		SP:Iteration 26Q (105404.990000 sec): 3 clusters
  Score: Raw -395560.653931 + Penalty 2695.972129 = -392864.681802
  nChanged 1
		SP:Iteration 27Q (105405.210000 sec): 3 clusters
  Score: Raw -395560.941025 + Penalty 2695.972129 = -392864.968896
  nChanged 3
		SP:Iteration 28Q (105405.370000 sec): 3 clusters
  Score: Raw -395561.751071 + Penalty 2695.972129 = -392865.778942
  nChanged 3
		SP:Iteration 29Q (105405.580000 sec): 3 clusters
  Score: Raw -395562.334482 + Penalty 2695.972129 = -392866.362353
  nChanged 2
		SP:Iteration 30Q (105405.750000 sec): 3 clusters
  Score: Raw -395562.952039 + Penalty 2695.972129 = -392866.979910
  nChanged 1
		SP:Iteration 31Q (105405.930000 sec): 3 clusters
  Score: Raw -395563.169039 + Penalty 2695.972129 = -392867.196910
  nChanged 0
		SP:Iteration 32F (105406.060000 sec): 3 clusters
  Score: Raw -395563.169039 + Penalty 2695.972129 = -392867.196910
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105406.190000 sec): 2 clusters
  Score: Raw -782826.113335 + Penalty 1447.112657 = -781379.000678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105406.400000 sec): 3 clusters
  Score: Raw -778820.985818 + Penalty 2894.225315 = -775926.760503
  nChanged 3141
		SP:Iteration 1F (105406.620000 sec): 3 clusters
  Score: Raw -780499.240967 + Penalty 2894.225315 = -777605.015652
  nChanged 479
		SP:Iteration 2F (105406.810000 sec): 3 clusters
  Score: Raw -780767.025430 + Penalty 2894.225315 = -777872.800115
  nChanged 421
		SP:Iteration 3F (105406.980000 sec): 3 clusters
  Score: Raw -780982.983237 + Penalty 2894.225315 = -778088.757922
  nChanged 334
		SP:Iteration 4Q (105407.180000 sec): 3 clusters
  Score: Raw -781159.569720 + Penalty 2894.225315 = -778265.344405
  nChanged 313
		SP:Iteration 5Q (105407.430000 sec): 3 clusters
  Score: Raw -781355.507737 + Penalty 2894.225315 = -778461.282422
  nChanged 309
		SP:Iteration 6Q (105407.590000 sec): 3 clusters
  Score: Raw -781561.093739 + Penalty 2894.225315 = -778666.868424
  nChanged 308
		SP:Iteration 7Q (105407.820000 sec): 3 clusters
  Score: Raw -781773.853843 + Penalty 2894.225315 = -778879.628528
  nChanged 266
		SP:Iteration 8Q (105408.010000 sec): 3 clusters
  Score: Raw -781961.997710 + Penalty 2894.225315 = -779067.772395
  nChanged 281
		SP:Iteration 9Q (105408.230000 sec): 3 clusters
  Score: Raw -782146.377031 + Penalty 2894.225315 = -779252.151716
  nChanged 253
		SP:Iteration 10Q (105408.430000 sec): 3 clusters
  Score: Raw -782331.434147 + Penalty 2894.225315 = -779437.208832
  nChanged 240
		SP:Iteration 11Q (105408.600000 sec): 3 clusters
  Score: Raw -782496.942497 + Penalty 2894.225315 = -779602.717182
  nChanged 229
		SP:Iteration 12Q (105408.810000 sec): 3 clusters
  Score: Raw -782649.275982 + Penalty 2894.225315 = -779755.050667
  nChanged 202
		SP:Iteration 13Q (105409.020000 sec): 3 clusters
  Score: Raw -782782.157677 + Penalty 2894.225315 = -779887.932362
  nChanged 185
		SP:Iteration 14Q (105409.210000 sec): 3 clusters
  Score: Raw -782883.425118 + Penalty 2894.225315 = -779989.199803
  nChanged 156
		SP:Iteration 15Q (105409.410000 sec): 3 clusters
  Score: Raw -782957.623299 + Penalty 2894.225315 = -780063.397984
  nChanged 118
		SP:Iteration 16Q (105409.610000 sec): 3 clusters
  Score: Raw -783020.643310 + Penalty 2894.225315 = -780126.417995
  nChanged 108
		SP:Iteration 17Q (105409.760000 sec): 3 clusters
  Score: Raw -783079.272868 + Penalty 2894.225315 = -780185.047553
  nChanged 110
		SP:Iteration 18Q (105409.950000 sec): 3 clusters
  Score: Raw -783130.328123 + Penalty 2894.225315 = -780236.102809
  nChanged 89
		SP:Iteration 19Q (105410.140000 sec): 3 clusters
  Score: Raw -783167.115106 + Penalty 2894.225315 = -780272.889791
  nChanged 72
		SP:Iteration 20F (105410.360000 sec): 3 clusters
  Score: Raw -783195.274911 + Penalty 2894.225315 = -780301.049596
  nChanged 57
		SP:Iteration 21Q (105410.570000 sec): 3 clusters
  Score: Raw -783213.635929 + Penalty 2894.225315 = -780319.410614
  nChanged 48
		SP:Iteration 22Q (105410.780000 sec): 3 clusters
  Score: Raw -783231.954861 + Penalty 2894.225315 = -780337.729546
  nChanged 40
		SP:Iteration 23Q (105410.930000 sec): 3 clusters
  Score: Raw -783246.146217 + Penalty 2894.225315 = -780351.920902
  nChanged 32
		SP:Iteration 24Q (105411.130000 sec): 3 clusters
  Score: Raw -783257.029682 + Penalty 2894.225315 = -780362.804367
  nChanged 33
		SP:Iteration 25Q (105411.350000 sec): 3 clusters
  Score: Raw -783267.586369 + Penalty 2894.225315 = -780373.361054
  nChanged 25
		SP:Iteration 26Q (105411.560000 sec): 3 clusters
  Score: Raw -783275.219945 + Penalty 2894.225315 = -780380.994630
  nChanged 23
		SP:Iteration 27Q (105411.720000 sec): 3 clusters
  Score: Raw -783281.786765 + Penalty 2894.225315 = -780387.561450
  nChanged 18
		SP:Iteration 28Q (105411.920000 sec): 3 clusters
  Score: Raw -783286.377450 + Penalty 2894.225315 = -780392.152135
  nChanged 15
		SP:Iteration 29Q (105412.120000 sec): 3 clusters
  Score: Raw -783290.897686 + Penalty 2894.225315 = -780396.672371
  nChanged 8
		SP:Iteration 30Q (105412.310000 sec): 3 clusters
  Score: Raw -783292.914731 + Penalty 2894.225315 = -780398.689416
  nChanged 7
		SP:Iteration 31Q (105412.490000 sec): 3 clusters
  Score: Raw -783294.273725 + Penalty 2894.225315 = -780400.048410
  nChanged 5
		SP:Iteration 32Q (105412.650000 sec): 3 clusters
  Score: Raw -783295.562595 + Penalty 2894.225315 = -780401.337280
  nChanged 4
		SP:Iteration 33Q (105412.910000 sec): 3 clusters
  Score: Raw -783296.742850 + Penalty 2894.225315 = -780402.517535
  nChanged 6
		SP:Iteration 34Q (105413.060000 sec): 3 clusters
  Score: Raw -783297.516675 + Penalty 2894.225315 = -780403.291360
  nChanged 2
		SP:Iteration 35Q (105413.250000 sec): 3 clusters
  Score: Raw -783298.025081 + Penalty 2894.225315 = -780403.799766
  nChanged 3
		SP:Iteration 36Q (105413.420000 sec): 3 clusters
  Score: Raw -783299.953159 + Penalty 2894.225315 = -780405.727844
  nChanged 4
		SP:Iteration 37Q (105413.630000 sec): 3 clusters
  Score: Raw -783301.324379 + Penalty 2894.225315 = -780407.099064
  nChanged 7
		SP:Iteration 38Q (105413.830000 sec): 3 clusters
  Score: Raw -783303.069790 + Penalty 2894.225315 = -780408.844475
  nChanged 2
		SP:Iteration 39Q (105413.990000 sec): 3 clusters
  Score: Raw -783303.364655 + Penalty 2894.225315 = -780409.139340
  nChanged 3
		SP:Iteration 40F (105414.190000 sec): 3 clusters
  Score: Raw -783303.903485 + Penalty 2894.225315 = -780409.678170
  nChanged 2
		SP:Iteration 41Q (105414.470000 sec): 3 clusters
  Score: Raw -783304.604390 + Penalty 2894.225315 = -780410.379075
  nChanged 4
		SP:Iteration 42Q (105414.630000 sec): 3 clusters
  Score: Raw -783305.754219 + Penalty 2894.225315 = -780411.528904
  nChanged 2
		SP:Iteration 43Q (105414.870000 sec): 3 clusters
  Score: Raw -783306.103401 + Penalty 2894.225315 = -780411.878086
  nChanged 0
		SP:Iteration 44F (105415.080000 sec): 3 clusters
  Score: Raw -783306.103401 + Penalty 2894.225315 = -780411.878086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105415.150000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105415.390000 sec): 3 clusters
  Score: Raw -85743.556355 + Penalty 2192.965621 = -83550.590734
  nChanged 239
		SP:Iteration 1F (105415.550000 sec): 3 clusters
  Score: Raw -86002.897978 + Penalty 2192.965621 = -83809.932357
  nChanged 61
		SP:Iteration 2F (105415.710000 sec): 3 clusters
  Score: Raw -86073.895852 + Penalty 2192.965621 = -83880.930231
  nChanged 28
		SP:Iteration 3Q (105415.900000 sec): 3 clusters
  Score: Raw -86106.511976 + Penalty 2192.965621 = -83913.546354
  nChanged 15
		SP:Iteration 4Q (105416.110000 sec): 3 clusters
  Score: Raw -86121.950884 + Penalty 2192.965621 = -83928.985262
  nChanged 10
		SP:Iteration 5Q (105416.270000 sec): 3 clusters
  Score: Raw -86132.065240 + Penalty 2192.965621 = -83939.099619
  nChanged 3
		SP:Iteration 6Q (105416.460000 sec): 3 clusters
  Score: Raw -86135.208928 + Penalty 2192.965621 = -83942.243307
  nChanged 6
		SP:Iteration 7Q (105416.660000 sec): 3 clusters
  Score: Raw -86143.756551 + Penalty 2192.965621 = -83950.790930
  nChanged 6
		SP:Iteration 8Q (105416.800000 sec): 3 clusters
  Score: Raw -86147.069479 + Penalty 2192.965621 = -83954.103857
  nChanged 3
		SP:Iteration 9Q (105417.000000 sec): 3 clusters
  Score: Raw -86151.050697 + Penalty 2192.965621 = -83958.085076
  nChanged 2
		SP:Iteration 10Q (105417.160000 sec): 3 clusters
  Score: Raw -86152.303309 + Penalty 2192.965621 = -83959.337688
  nChanged 0
		SP:Iteration 11F (105417.290000 sec): 3 clusters
  Score: Raw -86152.303309 + Penalty 2192.965621 = -83959.337688
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105417.460000 sec): 2 clusters
  Score: Raw -1663875.304977 + Penalty 1574.098641 = -1662301.206336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105417.750000 sec): 3 clusters
  Score: Raw -1654390.102532 + Penalty 3148.197282 = -1651241.905250
  nChanged 7171
		SP:Iteration 1F (105417.930000 sec): 3 clusters
  Score: Raw -1659014.967407 + Penalty 3148.197282 = -1655866.770125
  nChanged 1427
		SP:Iteration 2F (105418.170000 sec): 3 clusters
  Score: Raw -1660148.853075 + Penalty 3148.197282 = -1657000.655793
  nChanged 1405
		SP:Iteration 3F (105418.420000 sec): 3 clusters
  Score: Raw -1661224.889091 + Penalty 3148.197282 = -1658076.691809
  nChanged 1183
		SP:Iteration 4F (105418.640000 sec): 3 clusters
  Score: Raw -1661980.918735 + Penalty 3148.197282 = -1658832.721453
  nChanged 831
		SP:Iteration 5F (105418.890000 sec): 3 clusters
  Score: Raw -1662381.094401 + Penalty 3148.197282 = -1659232.897119
  nChanged 593
		SP:Iteration 6Q (105419.130000 sec): 3 clusters
  Score: Raw -1662624.526947 + Penalty 3148.197282 = -1659476.329665
  nChanged 429
		SP:Iteration 7Q (105419.360000 sec): 3 clusters
  Score: Raw -1662773.447368 + Penalty 3148.197282 = -1659625.250086
  nChanged 316
		SP:Iteration 8Q (105419.600000 sec): 3 clusters
  Score: Raw -1662859.365088 + Penalty 3148.197282 = -1659711.167805
  nChanged 224
		SP:Iteration 9Q (105419.820000 sec): 3 clusters
  Score: Raw -1662912.263074 + Penalty 3148.197282 = -1659764.065792
  nChanged 149
		SP:Iteration 10Q (105420.090000 sec): 3 clusters
  Score: Raw -1662943.807436 + Penalty 3148.197282 = -1659795.610153
  nChanged 133
		SP:Iteration 11Q (105420.340000 sec): 3 clusters
  Score: Raw -1662970.659117 + Penalty 3148.197282 = -1659822.461835
  nChanged 116
		SP:Iteration 12Q (105420.560000 sec): 3 clusters
  Score: Raw -1662992.792536 + Penalty 3148.197282 = -1659844.595253
  nChanged 105
		SP:Iteration 13Q (105420.850000 sec): 3 clusters
  Score: Raw -1663016.241578 + Penalty 3148.197282 = -1659868.044296
  nChanged 117
		SP:Iteration 14Q (105421.060000 sec): 3 clusters
  Score: Raw -1663046.351088 + Penalty 3148.197282 = -1659898.153806
  nChanged 125
		SP:Iteration 15Q (105421.310000 sec): 3 clusters
  Score: Raw -1663075.826656 + Penalty 3148.197282 = -1659927.629373
  nChanged 128
		SP:Iteration 16Q (105421.580000 sec): 3 clusters
  Score: Raw -1663117.402767 + Penalty 3148.197282 = -1659969.205485
  nChanged 157
		SP:Iteration 17Q (105421.840000 sec): 3 clusters
  Score: Raw -1663169.783258 + Penalty 3148.197282 = -1660021.585975
  nChanged 166
		SP:Iteration 18Q (105422.090000 sec): 3 clusters
  Score: Raw -1663229.264765 + Penalty 3148.197282 = -1660081.067483
  nChanged 183
		SP:Iteration 19Q (105422.330000 sec): 3 clusters
  Score: Raw -1663300.374007 + Penalty 3148.197282 = -1660152.176724
  nChanged 196
		SP:Iteration 20F (105422.550000 sec): 3 clusters
  Score: Raw -1663376.994946 + Penalty 3148.197282 = -1660228.797663
  nChanged 184
		SP:Iteration 21Q (105422.810000 sec): 3 clusters
  Score: Raw -1663443.662185 + Penalty 3148.197282 = -1660295.464902
  nChanged 173
		SP:Iteration 22Q (105423.030000 sec): 3 clusters
  Score: Raw -1663508.111743 + Penalty 3148.197282 = -1660359.914460
  nChanged 149
		SP:Iteration 23Q (105423.270000 sec): 3 clusters
  Score: Raw -1663566.420486 + Penalty 3148.197282 = -1660418.223204
  nChanged 163
		SP:Iteration 24Q (105423.550000 sec): 3 clusters
  Score: Raw -1663630.388793 + Penalty 3148.197282 = -1660482.191511
  nChanged 151
		SP:Iteration 25Q (105423.770000 sec): 3 clusters
  Score: Raw -1663689.454338 + Penalty 3148.197282 = -1660541.257055
  nChanged 141
		SP:Iteration 26Q (105424.060000 sec): 3 clusters
  Score: Raw -1663734.136490 + Penalty 3148.197282 = -1660585.939207
  nChanged 133
		SP:Iteration 27Q (105424.250000 sec): 3 clusters
  Score: Raw -1663776.969108 + Penalty 3148.197282 = -1660628.771826
  nChanged 110
		SP:Iteration 28Q (105424.450000 sec): 3 clusters
  Score: Raw -1663814.177848 + Penalty 3148.197282 = -1660665.980565
  nChanged 119
		SP:Iteration 29Q (105424.750000 sec): 3 clusters
  Score: Raw -1663856.341529 + Penalty 3148.197282 = -1660708.144247
  nChanged 116
		SP:Iteration 30Q (105424.960000 sec): 3 clusters
  Score: Raw -1663893.680714 + Penalty 3148.197282 = -1660745.483431
  nChanged 103
		SP:Iteration 31Q (105425.240000 sec): 3 clusters
  Score: Raw -1663922.043179 + Penalty 3148.197282 = -1660773.845897
  nChanged 90
		SP:Iteration 32Q (105425.450000 sec): 3 clusters
  Score: Raw -1663948.406191 + Penalty 3148.197282 = -1660800.208908
  nChanged 86
		SP:Iteration 33Q (105425.720000 sec): 3 clusters
  Score: Raw -1663970.671244 + Penalty 3148.197282 = -1660822.473962
  nChanged 74
		SP:Iteration 34Q (105425.940000 sec): 3 clusters
  Score: Raw -1663991.066303 + Penalty 3148.197282 = -1660842.869021
  nChanged 82
		SP:Iteration 35Q (105426.170000 sec): 3 clusters
  Score: Raw -1664013.010136 + Penalty 3148.197282 = -1660864.812854
  nChanged 87
		SP:Iteration 36Q (105426.400000 sec): 3 clusters
  Score: Raw -1664037.161407 + Penalty 3148.197282 = -1660888.964124
  nChanged 80
		SP:Iteration 37Q (105426.630000 sec): 3 clusters
  Score: Raw -1664056.938751 + Penalty 3148.197282 = -1660908.741469
  nChanged 68
		SP:Iteration 38Q (105426.880000 sec): 3 clusters
  Score: Raw -1664074.280927 + Penalty 3148.197282 = -1660926.083645
  nChanged 60
		SP:Iteration 39Q (105427.170000 sec): 3 clusters
  Score: Raw -1664088.405679 + Penalty 3148.197282 = -1660940.208397
  nChanged 45
		SP:Iteration 40F (105427.400000 sec): 3 clusters
  Score: Raw -1664098.313716 + Penalty 3148.197282 = -1660950.116434
  nChanged 43
		SP:Iteration 41Q (105427.640000 sec): 3 clusters
  Score: Raw -1664107.319780 + Penalty 3148.197282 = -1660959.122497
  nChanged 48
		SP:Iteration 42Q (105427.880000 sec): 3 clusters
  Score: Raw -1664116.911807 + Penalty 3148.197282 = -1660968.714524
  nChanged 44
		SP:Iteration 43Q (105428.120000 sec): 3 clusters
  Score: Raw -1664125.641599 + Penalty 3148.197282 = -1660977.444316
  nChanged 40
		SP:Iteration 44Q (105428.380000 sec): 3 clusters
  Score: Raw -1664133.817334 + Penalty 3148.197282 = -1660985.620052
  nChanged 38
		SP:Iteration 45Q (105428.620000 sec): 3 clusters
  Score: Raw -1664141.857448 + Penalty 3148.197282 = -1660993.660165
  nChanged 36
		SP:Iteration 46Q (105428.840000 sec): 3 clusters
  Score: Raw -1664150.163524 + Penalty 3148.197282 = -1661001.966241
  nChanged 44
		SP:Iteration 47Q (105429.080000 sec): 3 clusters
  Score: Raw -1664161.683665 + Penalty 3148.197282 = -1661013.486382
  nChanged 43
		SP:Iteration 48Q (105429.340000 sec): 3 clusters
  Score: Raw -1664173.299703 + Penalty 3148.197282 = -1661025.102420
  nChanged 45
		SP:Iteration 49Q (105429.560000 sec): 3 clusters
  Score: Raw -1664186.244181 + Penalty 3148.197282 = -1661038.046899
  nChanged 45
		SP:Iteration 50Q (105429.810000 sec): 3 clusters
  Score: Raw -1664198.359900 + Penalty 3148.197282 = -1661050.162617
  nChanged 57
		SP:Iteration 51Q (105430.060000 sec): 3 clusters
  Score: Raw -1664217.824990 + Penalty 3148.197282 = -1661069.627707
  nChanged 55
		SP:Iteration 52Q (105430.320000 sec): 3 clusters
  Score: Raw -1664236.099321 + Penalty 3148.197282 = -1661087.902039
  nChanged 55
		SP:Iteration 53Q (105430.570000 sec): 3 clusters
  Score: Raw -1664250.656341 + Penalty 3148.197282 = -1661102.459058
  nChanged 52
		SP:Iteration 54Q (105430.770000 sec): 3 clusters
  Score: Raw -1664264.121884 + Penalty 3148.197282 = -1661115.924602
  nChanged 48
		SP:Iteration 55Q (105430.980000 sec): 3 clusters
  Score: Raw -1664277.686576 + Penalty 3148.197282 = -1661129.489294
  nChanged 43
		SP:Iteration 56Q (105431.210000 sec): 3 clusters
  Score: Raw -1664287.697389 + Penalty 3148.197282 = -1661139.500106
  nChanged 39
		SP:Iteration 57Q (105431.440000 sec): 3 clusters
  Score: Raw -1664296.578073 + Penalty 3148.197282 = -1661148.380791
  nChanged 26
		SP:Iteration 58Q (105431.680000 sec): 3 clusters
  Score: Raw -1664301.007301 + Penalty 3148.197282 = -1661152.810019
  nChanged 24
		SP:Iteration 59Q (105431.940000 sec): 3 clusters
  Score: Raw -1664304.394928 + Penalty 3148.197282 = -1661156.197645
  nChanged 9
		SP:Iteration 60F (105432.180000 sec): 3 clusters
  Score: Raw -1664306.100135 + Penalty 3148.197282 = -1661157.902852
  nChanged 9
		SP:Iteration 61Q (105432.410000 sec): 3 clusters
  Score: Raw -1664307.391186 + Penalty 3148.197282 = -1661159.193904
  nChanged 6
		SP:Iteration 62Q (105432.610000 sec): 3 clusters
  Score: Raw -1664308.491081 + Penalty 3148.197282 = -1661160.293798
  nChanged 7
		SP:Iteration 63Q (105432.850000 sec): 3 clusters
  Score: Raw -1664309.928622 + Penalty 3148.197282 = -1661161.731340
  nChanged 5
		SP:Iteration 64Q (105433.100000 sec): 3 clusters
  Score: Raw -1664310.653687 + Penalty 3148.197282 = -1661162.456404
  nChanged 6
		SP:Iteration 65Q (105433.300000 sec): 3 clusters
  Score: Raw -1664311.995524 + Penalty 3148.197282 = -1661163.798241
  nChanged 6
		SP:Iteration 66Q (105433.580000 sec): 3 clusters
  Score: Raw -1664313.031080 + Penalty 3148.197282 = -1661164.833797
  nChanged 8
		SP:Iteration 67Q (105433.810000 sec): 3 clusters
  Score: Raw -1664314.361121 + Penalty 3148.197282 = -1661166.163839
  nChanged 4
		SP:Iteration 68Q (105434.050000 sec): 3 clusters
  Score: Raw -1664315.182152 + Penalty 3148.197282 = -1661166.984869
  nChanged 7
		SP:Iteration 69Q (105434.310000 sec): 3 clusters
  Score: Raw -1664316.144644 + Penalty 3148.197282 = -1661167.947362
  nChanged 4
		SP:Iteration 70Q (105434.520000 sec): 3 clusters
  Score: Raw -1664316.826926 + Penalty 3148.197282 = -1661168.629644
  nChanged 4
		SP:Iteration 71Q (105434.740000 sec): 3 clusters
  Score: Raw -1664317.221625 + Penalty 3148.197282 = -1661169.024343
  nChanged 1
		SP:Iteration 72Q (105434.990000 sec): 3 clusters
  Score: Raw -1664317.248126 + Penalty 3148.197282 = -1661169.050843
  nChanged 1
		SP:Iteration 73Q (105435.200000 sec): 3 clusters
  Score: Raw -1664317.286348 + Penalty 3148.197282 = -1661169.089065
  nChanged 2
		SP:Iteration 74Q (105435.420000 sec): 3 clusters
  Score: Raw -1664317.644870 + Penalty 3148.197282 = -1661169.447588
  nChanged 4
		SP:Iteration 75Q (105435.690000 sec): 3 clusters
  Score: Raw -1664318.173469 + Penalty 3148.197282 = -1661169.976187
  nChanged 2
		SP:Iteration 76Q (105435.920000 sec): 3 clusters
  Score: Raw -1664318.334867 + Penalty 3148.197282 = -1661170.137584
  nChanged 1
		SP:Iteration 77Q (105436.160000 sec): 3 clusters
  Score: Raw -1664318.542007 + Penalty 3148.197282 = -1661170.344725
  nChanged 4
		SP:Iteration 78Q (105436.370000 sec): 3 clusters
  Score: Raw -1664318.884666 + Penalty 3148.197282 = -1661170.687384
  nChanged 0
		SP:Iteration 79F (105436.600000 sec): 3 clusters
  Score: Raw -1664318.884666 + Penalty 3148.197282 = -1661170.687384
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105436.710000 sec): 2 clusters
  Score: Raw -92630.395152 + Penalty 1102.657992 = -91527.737160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105436.910000 sec): 3 clusters
  Score: Raw -92365.164154 + Penalty 2205.315985 = -90159.848169
  nChanged 243
		SP:Iteration 1F (105437.050000 sec): 3 clusters
  Score: Raw -92585.818863 + Penalty 2205.315985 = -90380.502878
  nChanged 60
		SP:Iteration 2F (105437.220000 sec): 3 clusters
  Score: Raw -92668.552870 + Penalty 2205.315985 = -90463.236885
  nChanged 36
		SP:Iteration 3Q (105437.400000 sec): 3 clusters
  Score: Raw -92736.723809 + Penalty 2205.315985 = -90531.407824
  nChanged 40
		SP:Iteration 4Q (105437.520000 sec): 3 clusters
  Score: Raw -92830.224852 + Penalty 2205.315985 = -90624.908868
  nChanged 32
		SP:Iteration 5Q (105437.690000 sec): 3 clusters
  Score: Raw -92914.836780 + Penalty 2205.315985 = -90709.520795
  nChanged 38
		SP:Iteration 6Q (105437.830000 sec): 3 clusters
  Score: Raw -93020.940175 + Penalty 2205.315985 = -90815.624190
  nChanged 27
		SP:Iteration 7Q (105437.980000 sec): 3 clusters
  Score: Raw -93081.861445 + Penalty 2205.315985 = -90876.545461
  nChanged 30
		SP:Iteration 8Q (105438.120000 sec): 3 clusters
  Score: Raw -93122.061318 + Penalty 2205.315985 = -90916.745333
  nChanged 18
		SP:Iteration 9Q (105438.300000 sec): 3 clusters
  Score: Raw -93151.658048 + Penalty 2205.315985 = -90946.342063
  nChanged 17
		SP:Iteration 10Q (105438.480000 sec): 3 clusters
  Score: Raw -93179.998156 + Penalty 2205.315985 = -90974.682172
  nChanged 14
		SP:Iteration 11Q (105438.670000 sec): 3 clusters
  Score: Raw -93200.913575 + Penalty 2205.315985 = -90995.597590
  nChanged 13
		SP:Iteration 12Q (105438.840000 sec): 3 clusters
  Score: Raw -93217.856703 + Penalty 2205.315985 = -91012.540719
  nChanged 12
		SP:Iteration 13Q (105439.040000 sec): 3 clusters
  Score: Raw -93242.263221 + Penalty 2205.315985 = -91036.947236
  nChanged 7
		SP:Iteration 14Q (105439.180000 sec): 3 clusters
  Score: Raw -93249.528259 + Penalty 2205.315985 = -91044.212274
  nChanged 5
		SP:Iteration 15Q (105439.360000 sec): 3 clusters
  Score: Raw -93252.986513 + Penalty 2205.315985 = -91047.670528
  nChanged 5
		SP:Iteration 16Q (105439.500000 sec): 3 clusters
  Score: Raw -93256.649039 + Penalty 2205.315985 = -91051.333054
  nChanged 4
		SP:Iteration 17Q (105439.680000 sec): 3 clusters
  Score: Raw -93266.005926 + Penalty 2205.315985 = -91060.689942
  nChanged 5
		SP:Iteration 18Q (105439.870000 sec): 3 clusters
  Score: Raw -93271.556300 + Penalty 2205.315985 = -91066.240316
  nChanged 3
		SP:Iteration 19Q (105440.020000 sec): 3 clusters
  Score: Raw -93274.045845 + Penalty 2205.315985 = -91068.729861
  nChanged 1
		SP:Iteration 20F (105440.160000 sec): 3 clusters
  Score: Raw -93276.777536 + Penalty 2205.315985 = -91071.461552
  nChanged 1
		SP:Iteration 21Q (105440.380000 sec): 3 clusters
  Score: Raw -93277.409687 + Penalty 2205.315985 = -91072.093702
  nChanged 1
		SP:Iteration 22Q (105440.550000 sec): 3 clusters
  Score: Raw -93277.736420 + Penalty 2205.315985 = -91072.420436
  nChanged 0
		SP:Iteration 23F (105440.740000 sec): 3 clusters
  Score: Raw -93277.736420 + Penalty 2205.315985 = -91072.420436
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105440.820000 sec): 2 clusters
  Score: Raw -477765.016043 + Penalty 1390.260934 = -476374.755109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105441.070000 sec): 3 clusters
  Score: Raw -475150.504886 + Penalty 2780.521869 = -472369.983018
  nChanged 2108
		SP:Iteration 1F (105441.230000 sec): 3 clusters
  Score: Raw -476620.111815 + Penalty 2780.521869 = -473839.589946
  nChanged 426
		SP:Iteration 2F (105441.450000 sec): 3 clusters
  Score: Raw -476928.036821 + Penalty 2780.521869 = -474147.514952
  nChanged 315
		SP:Iteration 3F (105441.610000 sec): 3 clusters
  Score: Raw -477099.605980 + Penalty 2780.521869 = -474319.084111
  nChanged 225
		SP:Iteration 4Q (105441.830000 sec): 3 clusters
  Score: Raw -477233.331455 + Penalty 2780.521869 = -474452.809587
  nChanged 164
		SP:Iteration 5Q (105442.030000 sec): 3 clusters
  Score: Raw -477315.633173 + Penalty 2780.521869 = -474535.111304
  nChanged 144
		SP:Iteration 6Q (105442.170000 sec): 3 clusters
  Score: Raw -477378.679604 + Penalty 2780.521869 = -474598.157735
  nChanged 124
		SP:Iteration 7Q (105442.400000 sec): 3 clusters
  Score: Raw -477428.913870 + Penalty 2780.521869 = -474648.392001
  nChanged 113
		SP:Iteration 8Q (105442.570000 sec): 3 clusters
  Score: Raw -477483.217467 + Penalty 2780.521869 = -474702.695599
  nChanged 102
		SP:Iteration 9Q (105442.750000 sec): 3 clusters
  Score: Raw -477535.878924 + Penalty 2780.521869 = -474755.357056
  nChanged 100
		SP:Iteration 10Q (105442.960000 sec): 3 clusters
  Score: Raw -477581.142731 + Penalty 2780.521869 = -474800.620862
  nChanged 94
		SP:Iteration 11Q (105443.120000 sec): 3 clusters
  Score: Raw -477625.066485 + Penalty 2780.521869 = -474844.544617
  nChanged 69
		SP:Iteration 12Q (105443.310000 sec): 3 clusters
  Score: Raw -477650.192312 + Penalty 2780.521869 = -474869.670444
  nChanged 47
		SP:Iteration 13Q (105443.490000 sec): 3 clusters
  Score: Raw -477673.368075 + Penalty 2780.521869 = -474892.846206
  nChanged 55
		SP:Iteration 14Q (105443.650000 sec): 3 clusters
  Score: Raw -477697.497897 + Penalty 2780.521869 = -474916.976029
  nChanged 50
		SP:Iteration 15Q (105443.890000 sec): 3 clusters
  Score: Raw -477725.775238 + Penalty 2780.521869 = -474945.253369
  nChanged 60
		SP:Iteration 16Q (105444.070000 sec): 3 clusters
  Score: Raw -477753.728476 + Penalty 2780.521869 = -474973.206608
  nChanged 67
		SP:Iteration 17Q (105444.230000 sec): 3 clusters
  Score: Raw -477780.888474 + Penalty 2780.521869 = -475000.366606
  nChanged 57
		SP:Iteration 18Q (105444.410000 sec): 3 clusters
  Score: Raw -477797.616524 + Penalty 2780.521869 = -475017.094655
  nChanged 37
		SP:Iteration 19Q (105444.610000 sec): 3 clusters
  Score: Raw -477810.052505 + Penalty 2780.521869 = -475029.530636
  nChanged 42
		SP:Iteration 20F (105444.820000 sec): 3 clusters
  Score: Raw -477829.480184 + Penalty 2780.521869 = -475048.958315
  nChanged 42
		SP:Iteration 21Q (105445.010000 sec): 3 clusters
  Score: Raw -477842.003114 + Penalty 2780.521869 = -475061.481246
  nChanged 36
		SP:Iteration 22Q (105445.210000 sec): 3 clusters
  Score: Raw -477854.779881 + Penalty 2780.521869 = -475074.258013
  nChanged 37
		SP:Iteration 23Q (105445.350000 sec): 3 clusters
  Score: Raw -477865.569578 + Penalty 2780.521869 = -475085.047709
  nChanged 28
		SP:Iteration 24Q (105445.540000 sec): 3 clusters
  Score: Raw -477871.747209 + Penalty 2780.521869 = -475091.225340
  nChanged 14
		SP:Iteration 25Q (105445.740000 sec): 3 clusters
  Score: Raw -477874.726853 + Penalty 2780.521869 = -475094.204984
  nChanged 12
		SP:Iteration 26Q (105445.930000 sec): 3 clusters
  Score: Raw -477877.451652 + Penalty 2780.521869 = -475096.929783
  nChanged 14
		SP:Iteration 27Q (105446.110000 sec): 3 clusters
  Score: Raw -477882.289788 + Penalty 2780.521869 = -475101.767920
  nChanged 15
		SP:Iteration 28Q (105446.300000 sec): 3 clusters
  Score: Raw -477888.627191 + Penalty 2780.521869 = -475108.105322
  nChanged 24
		SP:Iteration 29Q (105446.510000 sec): 3 clusters
  Score: Raw -477897.872791 + Penalty 2780.521869 = -475117.350922
  nChanged 22
		SP:Iteration 30Q (105446.640000 sec): 3 clusters
  Score: Raw -477903.258011 + Penalty 2780.521869 = -475122.736142
  nChanged 12
		SP:Iteration 31Q (105446.860000 sec): 3 clusters
  Score: Raw -477907.024039 + Penalty 2780.521869 = -475126.502170
  nChanged 15
		SP:Iteration 32Q (105447.040000 sec): 3 clusters
  Score: Raw -477911.628408 + Penalty 2780.521869 = -475131.106540
  nChanged 17
		SP:Iteration 33Q (105447.260000 sec): 3 clusters
  Score: Raw -477916.687152 + Penalty 2780.521869 = -475136.165283
  nChanged 12
		SP:Iteration 34Q (105447.420000 sec): 3 clusters
  Score: Raw -477919.844755 + Penalty 2780.521869 = -475139.322886
  nChanged 11
		SP:Iteration 35Q (105447.630000 sec): 3 clusters
  Score: Raw -477922.101758 + Penalty 2780.521869 = -475141.579890
  nChanged 8
		SP:Iteration 36Q (105447.810000 sec): 3 clusters
  Score: Raw -477923.797819 + Penalty 2780.521869 = -475143.275951
  nChanged 8
		SP:Iteration 37Q (105448.010000 sec): 3 clusters
  Score: Raw -477925.796615 + Penalty 2780.521869 = -475145.274747
  nChanged 7
		SP:Iteration 38Q (105448.220000 sec): 3 clusters
  Score: Raw -477927.406407 + Penalty 2780.521869 = -475146.884539
  nChanged 5
		SP:Iteration 39Q (105448.390000 sec): 3 clusters
  Score: Raw -477930.241447 + Penalty 2780.521869 = -475149.719579
  nChanged 3
		SP:Iteration 40F (105448.600000 sec): 3 clusters
  Score: Raw -477931.563532 + Penalty 2780.521869 = -475151.041664
  nChanged 9
		SP:Iteration 41Q (105448.760000 sec): 3 clusters
  Score: Raw -477933.570752 + Penalty 2780.521869 = -475153.048883
  nChanged 7
		SP:Iteration 42Q (105448.980000 sec): 3 clusters
  Score: Raw -477934.760029 + Penalty 2780.521869 = -475154.238160
  nChanged 4
		SP:Iteration 43Q (105449.160000 sec): 3 clusters
  Score: Raw -477935.400741 + Penalty 2780.521869 = -475154.878872
  nChanged 3
		SP:Iteration 44Q (105449.340000 sec): 3 clusters
  Score: Raw -477935.856923 + Penalty 2780.521869 = -475155.335054
  nChanged 6
		SP:Iteration 45Q (105449.520000 sec): 3 clusters
  Score: Raw -477937.787839 + Penalty 2780.521869 = -475157.265970
  nChanged 8
		SP:Iteration 46Q (105449.700000 sec): 3 clusters
  Score: Raw -477939.400092 + Penalty 2780.521869 = -475158.878224
  nChanged 7
		SP:Iteration 47Q (105449.870000 sec): 3 clusters
  Score: Raw -477941.637335 + Penalty 2780.521869 = -475161.115466
  nChanged 3
		SP:Iteration 48Q (105450.060000 sec): 3 clusters
  Score: Raw -477942.793010 + Penalty 2780.521869 = -475162.271142
  nChanged 3
		SP:Iteration 49Q (105450.240000 sec): 3 clusters
  Score: Raw -477943.232733 + Penalty 2780.521869 = -475162.710864
  nChanged 4
		SP:Iteration 50Q (105450.430000 sec): 3 clusters
  Score: Raw -477943.792773 + Penalty 2780.521869 = -475163.270904
  nChanged 0
		SP:Iteration 51F (105450.640000 sec): 3 clusters
  Score: Raw -477943.792773 + Penalty 2780.521869 = -475163.270904
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105450.770000 sec): 2 clusters
  Score: Raw -610175.540299 + Penalty 1411.077643 = -608764.462656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105450.960000 sec): 3 clusters
  Score: Raw -606952.397783 + Penalty 2822.155287 = -604130.242496
  nChanged 2542
		SP:Iteration 1F (105451.130000 sec): 3 clusters
  Score: Raw -608371.196578 + Penalty 2822.155287 = -605549.041291
  nChanged 420
		SP:Iteration 2F (105451.340000 sec): 3 clusters
  Score: Raw -608566.347718 + Penalty 2822.155287 = -605744.192431
  nChanged 299
		SP:Iteration 3F (105451.540000 sec): 3 clusters
  Score: Raw -608692.772497 + Penalty 2822.155287 = -605870.617211
  nChanged 257
		SP:Iteration 4Q (105451.730000 sec): 3 clusters
  Score: Raw -608819.797163 + Penalty 2822.155287 = -605997.641876
  nChanged 261
		SP:Iteration 5Q (105451.910000 sec): 3 clusters
  Score: Raw -608970.767452 + Penalty 2822.155287 = -606148.612165
  nChanged 285
		SP:Iteration 6Q (105452.110000 sec): 3 clusters
  Score: Raw -609142.268402 + Penalty 2822.155287 = -606320.113115
  nChanged 269
		SP:Iteration 7Q (105452.220000 sec): 3 clusters
  Score: Raw -609305.967294 + Penalty 2822.155287 = -606483.812007
  nChanged 250
		SP:Iteration 8Q (105452.390000 sec): 3 clusters
  Score: Raw -609472.661780 + Penalty 2822.155287 = -606650.506493
  nChanged 268
		SP:Iteration 9Q (105452.560000 sec): 3 clusters
  Score: Raw -609658.743739 + Penalty 2822.155287 = -606836.588453
  nChanged 251
		SP:Iteration 10Q (105452.790000 sec): 3 clusters
  Score: Raw -609837.179601 + Penalty 2822.155287 = -607015.024315
  nChanged 221
		SP:Iteration 11Q (105452.990000 sec): 3 clusters
  Score: Raw -609998.631337 + Penalty 2822.155287 = -607176.476050
  nChanged 187
		SP:Iteration 12Q (105453.190000 sec): 3 clusters
  Score: Raw -610110.483653 + Penalty 2822.155287 = -607288.328366
  nChanged 137
		SP:Iteration 13Q (105453.380000 sec): 3 clusters
  Score: Raw -610180.500755 + Penalty 2822.155287 = -607358.345468
  nChanged 111
		SP:Iteration 14Q (105453.560000 sec): 3 clusters
  Score: Raw -610235.932311 + Penalty 2822.155287 = -607413.777024
  nChanged 90
		SP:Iteration 15Q (105453.730000 sec): 3 clusters
  Score: Raw -610269.794685 + Penalty 2822.155287 = -607447.639398
  nChanged 60
		SP:Iteration 16Q (105453.900000 sec): 3 clusters
  Score: Raw -610291.732593 + Penalty 2822.155287 = -607469.577306
  nChanged 45
		SP:Iteration 17Q (105454.090000 sec): 3 clusters
  Score: Raw -610306.557704 + Penalty 2822.155287 = -607484.402417
  nChanged 43
		SP:Iteration 18Q (105454.290000 sec): 3 clusters
  Score: Raw -610317.681398 + Penalty 2822.155287 = -607495.526111
  nChanged 19
		SP:Iteration 19Q (105454.490000 sec): 3 clusters
  Score: Raw -610322.305859 + Penalty 2822.155287 = -607500.150572
  nChanged 13
		SP:Iteration 20F (105454.680000 sec): 3 clusters
  Score: Raw -610324.893648 + Penalty 2822.155287 = -607502.738361
  nChanged 13
		SP:Iteration 21Q (105454.900000 sec): 3 clusters
  Score: Raw -610327.941787 + Penalty 2822.155287 = -607505.786500
  nChanged 10
		SP:Iteration 22Q (105455.130000 sec): 3 clusters
  Score: Raw -610330.154786 + Penalty 2822.155287 = -607507.999499
  nChanged 12
		SP:Iteration 23Q (105455.300000 sec): 3 clusters
  Score: Raw -610333.131484 + Penalty 2822.155287 = -607510.976197
  nChanged 22
		SP:Iteration 24Q (105455.540000 sec): 3 clusters
  Score: Raw -610340.410560 + Penalty 2822.155287 = -607518.255274
  nChanged 24
		SP:Iteration 25Q (105455.720000 sec): 3 clusters
  Score: Raw -610347.412802 + Penalty 2822.155287 = -607525.257515
  nChanged 17
		SP:Iteration 26Q (105455.950000 sec): 3 clusters
  Score: Raw -610351.561089 + Penalty 2822.155287 = -607529.405802
  nChanged 16
		SP:Iteration 27Q (105456.160000 sec): 3 clusters
  Score: Raw -610355.882028 + Penalty 2822.155287 = -607533.726742
  nChanged 11
		SP:Iteration 28Q (105456.360000 sec): 3 clusters
  Score: Raw -610358.883415 + Penalty 2822.155287 = -607536.728128
  nChanged 8
		SP:Iteration 29Q (105456.590000 sec): 3 clusters
  Score: Raw -610360.311259 + Penalty 2822.155287 = -607538.155972
  nChanged 3
		SP:Iteration 30Q (105456.760000 sec): 3 clusters
  Score: Raw -610361.032441 + Penalty 2822.155287 = -607538.877154
  nChanged 3
		SP:Iteration 31Q (105456.960000 sec): 3 clusters
  Score: Raw -610361.598675 + Penalty 2822.155287 = -607539.443388
  nChanged 4
		SP:Iteration 32Q (105457.200000 sec): 3 clusters
  Score: Raw -610362.515311 + Penalty 2822.155287 = -607540.360025
  nChanged 7
		SP:Iteration 33Q (105457.360000 sec): 3 clusters
  Score: Raw -610363.582718 + Penalty 2822.155287 = -607541.427431
  nChanged 1
		SP:Iteration 34Q (105457.550000 sec): 3 clusters
  Score: Raw -610363.675550 + Penalty 2822.155287 = -607541.520263
  nChanged 0
		SP:Iteration 35F (105457.780000 sec): 3 clusters
  Score: Raw -610363.675550 + Penalty 2822.155287 = -607541.520263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105457.890000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105458.060000 sec): 3 clusters
  Score: Raw -49476.231106 + Penalty 2003.077311 = -47473.153795
  nChanged 113
		SP:Iteration 1F (105458.190000 sec): 3 clusters
  Score: Raw -49670.870225 + Penalty 2003.077311 = -47667.792913
  nChanged 20
		SP:Iteration 2Q (105458.420000 sec): 3 clusters
  Score: Raw -49705.723922 + Penalty 2003.077311 = -47702.646611
  nChanged 7
		SP:Iteration 3Q (105458.550000 sec): 3 clusters
  Score: Raw -49715.756277 + Penalty 2003.077311 = -47712.678966
  nChanged 6
		SP:Iteration 4Q (105458.790000 sec): 3 clusters
  Score: Raw -49729.717272 + Penalty 2003.077311 = -47726.639960
  nChanged 7
		SP:Iteration 5Q (105458.910000 sec): 3 clusters
  Score: Raw -49738.799858 + Penalty 2003.077311 = -47735.722547
  nChanged 3
		SP:Iteration 6Q (105459.070000 sec): 3 clusters
  Score: Raw -49745.710625 + Penalty 2003.077311 = -47742.633314
  nChanged 2
		SP:Iteration 7Q (105459.250000 sec): 3 clusters
  Score: Raw -49751.244427 + Penalty 2003.077311 = -47748.167115
  nChanged 4
		SP:Iteration 8Q (105459.440000 sec): 3 clusters
  Score: Raw -49758.278410 + Penalty 2003.077311 = -47755.201099
  nChanged 3
		SP:Iteration 9Q (105459.650000 sec): 3 clusters
  Score: Raw -49763.587471 + Penalty 2003.077311 = -47760.510159
  nChanged 1
		SP:Iteration 10Q (105459.790000 sec): 3 clusters
  Score: Raw -49765.140185 + Penalty 2003.077311 = -47762.062874
  nChanged 1
		SP:Iteration 11Q (105459.980000 sec): 3 clusters
  Score: Raw -49765.665253 + Penalty 2003.077311 = -47762.587941
  nChanged 0
		SP:Iteration 12F (105460.180000 sec): 3 clusters
  Score: Raw -49765.665253 + Penalty 2003.077311 = -47762.587941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105460.270000 sec): 2 clusters
  Score: Raw -414475.086142 + Penalty 1350.961160 = -413124.124982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105460.460000 sec): 3 clusters
  Score: Raw -412437.788814 + Penalty 2701.922320 = -409735.866494
  nChanged 1625
		SP:Iteration 1F (105460.660000 sec): 3 clusters
  Score: Raw -413427.741610 + Penalty 2701.922320 = -410725.819290
  nChanged 320
		SP:Iteration 2F (105460.850000 sec): 3 clusters
  Score: Raw -413637.200935 + Penalty 2701.922320 = -410935.278615
  nChanged 197
		SP:Iteration 3Q (105461.030000 sec): 3 clusters
  Score: Raw -413760.395911 + Penalty 2701.922320 = -411058.473591
  nChanged 172
		SP:Iteration 4Q (105461.200000 sec): 3 clusters
  Score: Raw -413871.381055 + Penalty 2701.922320 = -411169.458735
  nChanged 152
		SP:Iteration 5Q (105461.370000 sec): 3 clusters
  Score: Raw -413961.360889 + Penalty 2701.922320 = -411259.438569
  nChanged 119
		SP:Iteration 6Q (105461.590000 sec): 3 clusters
  Score: Raw -414032.740897 + Penalty 2701.922320 = -411330.818577
  nChanged 115
		SP:Iteration 7Q (105461.760000 sec): 3 clusters
  Score: Raw -414091.458051 + Penalty 2701.922320 = -411389.535731
  nChanged 102
		SP:Iteration 8Q (105461.940000 sec): 3 clusters
  Score: Raw -414144.390186 + Penalty 2701.922320 = -411442.467866
  nChanged 97
		SP:Iteration 9Q (105462.130000 sec): 3 clusters
  Score: Raw -414197.673371 + Penalty 2701.922320 = -411495.751051
  nChanged 87
		SP:Iteration 10Q (105462.320000 sec): 3 clusters
  Score: Raw -414245.462466 + Penalty 2701.922320 = -411543.540146
  nChanged 72
		SP:Iteration 11Q (105462.520000 sec): 3 clusters
  Score: Raw -414274.258621 + Penalty 2701.922320 = -411572.336301
  nChanged 49
		SP:Iteration 12Q (105462.710000 sec): 3 clusters
  Score: Raw -414296.425557 + Penalty 2701.922320 = -411594.503237
  nChanged 57
		SP:Iteration 13Q (105462.920000 sec): 3 clusters
  Score: Raw -414327.222570 + Penalty 2701.922320 = -411625.300250
  nChanged 54
		SP:Iteration 14Q (105463.110000 sec): 3 clusters
  Score: Raw -414348.857138 + Penalty 2701.922320 = -411646.934818
  nChanged 44
		SP:Iteration 15Q (105463.280000 sec): 3 clusters
  Score: Raw -414368.167678 + Penalty 2701.922320 = -411666.245357
  nChanged 43
		SP:Iteration 16Q (105463.500000 sec): 3 clusters
  Score: Raw -414388.358744 + Penalty 2701.922320 = -411686.436424
  nChanged 42
		SP:Iteration 17Q (105463.660000 sec): 3 clusters
  Score: Raw -414409.275670 + Penalty 2701.922320 = -411707.353350
  nChanged 37
		SP:Iteration 18Q (105463.870000 sec): 3 clusters
  Score: Raw -414428.247835 + Penalty 2701.922320 = -411726.325514
  nChanged 41
		SP:Iteration 19Q (105464.060000 sec): 3 clusters
  Score: Raw -414447.746946 + Penalty 2701.922320 = -411745.824625
  nChanged 34
		SP:Iteration 20F (105464.240000 sec): 3 clusters
  Score: Raw -414461.475439 + Penalty 2701.922320 = -411759.553119
  nChanged 22
		SP:Iteration 21Q (105464.420000 sec): 3 clusters
  Score: Raw -414473.524841 + Penalty 2701.922320 = -411771.602521
  nChanged 21
		SP:Iteration 22Q (105464.570000 sec): 3 clusters
  Score: Raw -414484.657155 + Penalty 2701.922320 = -411782.734835
  nChanged 27
		SP:Iteration 23Q (105464.800000 sec): 3 clusters
  Score: Raw -414498.266989 + Penalty 2701.922320 = -411796.344669
  nChanged 15
		SP:Iteration 24Q (105464.980000 sec): 3 clusters
  Score: Raw -414505.044081 + Penalty 2701.922320 = -411803.121760
  nChanged 14
		SP:Iteration 25Q (105465.190000 sec): 3 clusters
  Score: Raw -414512.653182 + Penalty 2701.922320 = -411810.730862
  nChanged 13
		SP:Iteration 26Q (105465.380000 sec): 3 clusters
  Score: Raw -414517.585362 + Penalty 2701.922320 = -411815.663042
  nChanged 9
		SP:Iteration 27Q (105465.560000 sec): 3 clusters
  Score: Raw -414520.818601 + Penalty 2701.922320 = -411818.896281
  nChanged 2
		SP:Iteration 28Q (105465.730000 sec): 3 clusters
  Score: Raw -414521.366105 + Penalty 2701.922320 = -411819.443784
  nChanged 1
		SP:Iteration 29Q (105465.940000 sec): 3 clusters
  Score: Raw -414521.979977 + Penalty 2701.922320 = -411820.057656
  nChanged 2
		SP:Iteration 30Q (105466.110000 sec): 3 clusters
  Score: Raw -414523.441951 + Penalty 2701.922320 = -411821.519631
  nChanged 2
		SP:Iteration 31Q (105466.330000 sec): 3 clusters
  Score: Raw -414524.580874 + Penalty 2701.922320 = -411822.658553
  nChanged 5
		SP:Iteration 32Q (105466.510000 sec): 3 clusters
  Score: Raw -414526.801969 + Penalty 2701.922320 = -411824.879648
  nChanged 10
		SP:Iteration 33Q (105466.700000 sec): 3 clusters
  Score: Raw -414530.822046 + Penalty 2701.922320 = -411828.899725
  nChanged 6
		SP:Iteration 34Q (105466.890000 sec): 3 clusters
  Score: Raw -414534.540111 + Penalty 2701.922320 = -411832.617791
  nChanged 10
		SP:Iteration 35Q (105467.060000 sec): 3 clusters
  Score: Raw -414540.415162 + Penalty 2701.922320 = -411838.492842
  nChanged 6
		SP:Iteration 36Q (105467.270000 sec): 3 clusters
  Score: Raw -414542.843521 + Penalty 2701.922320 = -411840.921200
  nChanged 4
		SP:Iteration 37Q (105467.470000 sec): 3 clusters
  Score: Raw -414545.590275 + Penalty 2701.922320 = -411843.667955
  nChanged 6
		SP:Iteration 38Q (105467.680000 sec): 3 clusters
  Score: Raw -414547.431563 + Penalty 2701.922320 = -411845.509243
  nChanged 5
		SP:Iteration 39Q (105467.830000 sec): 3 clusters
  Score: Raw -414549.389403 + Penalty 2701.922320 = -411847.467083
  nChanged 3
		SP:Iteration 40F (105468.030000 sec): 3 clusters
  Score: Raw -414550.469287 + Penalty 2701.922320 = -411848.546967
  nChanged 3
		SP:Iteration 41Q (105468.210000 sec): 3 clusters
  Score: Raw -414551.888857 + Penalty 2701.922320 = -411849.966537
  nChanged 1
		SP:Iteration 42Q (105468.370000 sec): 3 clusters
  Score: Raw -414552.476384 + Penalty 2701.922320 = -411850.554064
  nChanged 0
		SP:Iteration 43F (105468.530000 sec): 3 clusters
  Score: Raw -414552.476384 + Penalty 2701.922320 = -411850.554064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105468.630000 sec): 2 clusters
  Score: Raw -292716.774559 + Penalty 1293.892548 = -291422.882011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105468.820000 sec): 3 clusters
  Score: Raw -291381.468652 + Penalty 2587.785096 = -288793.683556
  nChanged 1069
		SP:Iteration 1F (105469.020000 sec): 3 clusters
  Score: Raw -291952.370628 + Penalty 2587.785096 = -289364.585532
  nChanged 203
		SP:Iteration 2F (105469.180000 sec): 3 clusters
  Score: Raw -292064.437455 + Penalty 2587.785096 = -289476.652359
  nChanged 143
		SP:Iteration 3Q (105469.360000 sec): 3 clusters
  Score: Raw -292142.265719 + Penalty 2587.785096 = -289554.480623
  nChanged 102
		SP:Iteration 4Q (105469.530000 sec): 3 clusters
  Score: Raw -292202.560884 + Penalty 2587.785096 = -289614.775788
  nChanged 99
		SP:Iteration 5Q (105469.700000 sec): 3 clusters
  Score: Raw -292256.807003 + Penalty 2587.785096 = -289669.021907
  nChanged 73
		SP:Iteration 6Q (105469.870000 sec): 3 clusters
  Score: Raw -292299.333213 + Penalty 2587.785096 = -289711.548117
  nChanged 71
		SP:Iteration 7Q (105470.040000 sec): 3 clusters
  Score: Raw -292338.038476 + Penalty 2587.785096 = -289750.253380
  nChanged 68
		SP:Iteration 8Q (105470.230000 sec): 3 clusters
  Score: Raw -292370.243917 + Penalty 2587.785096 = -289782.458821
  nChanged 65
		SP:Iteration 9Q (105470.390000 sec): 3 clusters
  Score: Raw -292402.970470 + Penalty 2587.785096 = -289815.185374
  nChanged 51
		SP:Iteration 10Q (105470.580000 sec): 3 clusters
  Score: Raw -292430.071736 + Penalty 2587.785096 = -289842.286640
  nChanged 40
		SP:Iteration 11Q (105470.740000 sec): 3 clusters
  Score: Raw -292445.776162 + Penalty 2587.785096 = -289857.991066
  nChanged 39
		SP:Iteration 12Q (105470.920000 sec): 3 clusters
  Score: Raw -292462.921529 + Penalty 2587.785096 = -289875.136433
  nChanged 34
		SP:Iteration 13Q (105471.150000 sec): 3 clusters
  Score: Raw -292479.654489 + Penalty 2587.785096 = -289891.869393
  nChanged 46
		SP:Iteration 14Q (105471.340000 sec): 3 clusters
  Score: Raw -292508.411982 + Penalty 2587.785096 = -289920.626886
  nChanged 48
		SP:Iteration 15Q (105471.510000 sec): 3 clusters
  Score: Raw -292533.230341 + Penalty 2587.785096 = -289945.445245
  nChanged 35
		SP:Iteration 16Q (105471.650000 sec): 3 clusters
  Score: Raw -292546.049186 + Penalty 2587.785096 = -289958.264090
  nChanged 27
		SP:Iteration 17Q (105471.850000 sec): 3 clusters
  Score: Raw -292558.557647 + Penalty 2587.785096 = -289970.772551
  nChanged 28
		SP:Iteration 18Q (105472.050000 sec): 3 clusters
  Score: Raw -292571.193382 + Penalty 2587.785096 = -289983.408286
  nChanged 30
		SP:Iteration 19Q (105472.210000 sec): 3 clusters
  Score: Raw -292588.156174 + Penalty 2587.785096 = -290000.371078
  nChanged 28
		SP:Iteration 20F (105472.380000 sec): 3 clusters
  Score: Raw -292599.895572 + Penalty 2587.785096 = -290012.110476
  nChanged 29
		SP:Iteration 21Q (105472.600000 sec): 3 clusters
  Score: Raw -292612.490506 + Penalty 2587.785096 = -290024.705410
  nChanged 26
		SP:Iteration 22Q (105472.790000 sec): 3 clusters
  Score: Raw -292623.032182 + Penalty 2587.785096 = -290035.247086
  nChanged 23
		SP:Iteration 23Q (105472.950000 sec): 3 clusters
  Score: Raw -292634.116508 + Penalty 2587.785096 = -290046.331412
  nChanged 18
		SP:Iteration 24Q (105473.100000 sec): 3 clusters
  Score: Raw -292642.899232 + Penalty 2587.785096 = -290055.114136
  nChanged 14
		SP:Iteration 25Q (105473.280000 sec): 3 clusters
  Score: Raw -292647.917573 + Penalty 2587.785096 = -290060.132477
  nChanged 13
		SP:Iteration 26Q (105473.480000 sec): 3 clusters
  Score: Raw -292650.888720 + Penalty 2587.785096 = -290063.103624
  nChanged 4
		SP:Iteration 27Q (105473.650000 sec): 3 clusters
  Score: Raw -292651.728574 + Penalty 2587.785096 = -290063.943478
  nChanged 5
		SP:Iteration 28Q (105473.850000 sec): 3 clusters
  Score: Raw -292652.973656 + Penalty 2587.785096 = -290065.188560
  nChanged 4
		SP:Iteration 29Q (105474.040000 sec): 3 clusters
  Score: Raw -292654.772288 + Penalty 2587.785096 = -290066.987192
  nChanged 5
		SP:Iteration 30Q (105474.250000 sec): 3 clusters
  Score: Raw -292657.300808 + Penalty 2587.785096 = -290069.515712
  nChanged 6
		SP:Iteration 31Q (105474.430000 sec): 3 clusters
  Score: Raw -292659.538326 + Penalty 2587.785096 = -290071.753230
  nChanged 5
		SP:Iteration 32Q (105474.600000 sec): 3 clusters
  Score: Raw -292662.183811 + Penalty 2587.785096 = -290074.398715
  nChanged 7
		SP:Iteration 33Q (105474.760000 sec): 3 clusters
  Score: Raw -292665.076158 + Penalty 2587.785096 = -290077.291061
  nChanged 11
		SP:Iteration 34Q (105474.980000 sec): 3 clusters
  Score: Raw -292670.112455 + Penalty 2587.785096 = -290082.327358
  nChanged 11
		SP:Iteration 35Q (105475.170000 sec): 3 clusters
  Score: Raw -292675.298453 + Penalty 2587.785096 = -290087.513357
  nChanged 11
		SP:Iteration 36Q (105475.390000 sec): 3 clusters
  Score: Raw -292679.597837 + Penalty 2587.785096 = -290091.812741
  nChanged 16
		SP:Iteration 37Q (105475.530000 sec): 3 clusters
  Score: Raw -292686.667078 + Penalty 2587.785096 = -290098.881982
  nChanged 12
		SP:Iteration 38Q (105475.720000 sec): 3 clusters
  Score: Raw -292690.356306 + Penalty 2587.785096 = -290102.571210
  nChanged 8
		SP:Iteration 39Q (105475.920000 sec): 3 clusters
  Score: Raw -292693.454648 + Penalty 2587.785096 = -290105.669552
  nChanged 10
		SP:Iteration 40F (105476.080000 sec): 3 clusters
  Score: Raw -292696.859157 + Penalty 2587.785096 = -290109.074061
  nChanged 9
		SP:Iteration 41Q (105476.300000 sec): 3 clusters
  Score: Raw -292700.330007 + Penalty 2587.785096 = -290112.544911
  nChanged 8
		SP:Iteration 42Q (105476.540000 sec): 3 clusters
  Score: Raw -292703.612795 + Penalty 2587.785096 = -290115.827699
  nChanged 9
		SP:Iteration 43Q (105476.690000 sec): 3 clusters
  Score: Raw -292708.174272 + Penalty 2587.785096 = -290120.389176
  nChanged 8
		SP:Iteration 44Q (105476.860000 sec): 3 clusters
  Score: Raw -292711.032684 + Penalty 2587.785096 = -290123.247588
  nChanged 7
		SP:Iteration 45Q (105477.040000 sec): 3 clusters
  Score: Raw -292712.993778 + Penalty 2587.785096 = -290125.208682
  nChanged 6
		SP:Iteration 46Q (105477.200000 sec): 3 clusters
  Score: Raw -292714.533045 + Penalty 2587.785096 = -290126.747949
  nChanged 1
		SP:Iteration 47Q (105477.370000 sec): 3 clusters
  Score: Raw -292714.596831 + Penalty 2587.785096 = -290126.811735
  nChanged 1
		SP:Iteration 48Q (105477.560000 sec): 3 clusters
  Score: Raw -292714.712754 + Penalty 2587.785096 = -290126.927658
  nChanged 0
		SP:Iteration 49F (105477.760000 sec): 3 clusters
  Score: Raw -292714.712754 + Penalty 2587.785096 = -290126.927658
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105477.840000 sec): 2 clusters
  Score: Raw -647981.062863 + Penalty 1438.162532 = -646542.900331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105478.070000 sec): 3 clusters
  Score: Raw -644242.955351 + Penalty 2876.325064 = -641366.630288
  nChanged 2910
		SP:Iteration 1F (105478.240000 sec): 3 clusters
  Score: Raw -645956.891877 + Penalty 2876.325064 = -643080.566813
  nChanged 547
		SP:Iteration 2F (105478.430000 sec): 3 clusters
  Score: Raw -646364.989640 + Penalty 2876.325064 = -643488.664576
  nChanged 506
		SP:Iteration 3F (105478.620000 sec): 3 clusters
  Score: Raw -646793.906136 + Penalty 2876.325064 = -643917.581073
  nChanged 465
		SP:Iteration 4F (105478.810000 sec): 3 clusters
  Score: Raw -647190.128672 + Penalty 2876.325064 = -644313.803608
  nChanged 405
		SP:Iteration 5F (105479.010000 sec): 3 clusters
  Score: Raw -647487.680601 + Penalty 2876.325064 = -644611.355537
  nChanged 340
		SP:Iteration 6Q (105479.250000 sec): 3 clusters
  Score: Raw -647721.552660 + Penalty 2876.325064 = -644845.227597
  nChanged 268
		SP:Iteration 7Q (105479.410000 sec): 3 clusters
  Score: Raw -647870.773501 + Penalty 2876.325064 = -644994.448437
  nChanged 210
		SP:Iteration 8Q (105479.610000 sec): 3 clusters
  Score: Raw -647977.347566 + Penalty 2876.325064 = -645101.022502
  nChanged 165
		SP:Iteration 9Q (105479.790000 sec): 3 clusters
  Score: Raw -648050.317336 + Penalty 2876.325064 = -645173.992272
  nChanged 124
		SP:Iteration 10Q (105480.020000 sec): 3 clusters
  Score: Raw -648096.537974 + Penalty 2876.325064 = -645220.212910
  nChanged 95
		SP:Iteration 11Q (105480.190000 sec): 3 clusters
  Score: Raw -648127.472864 + Penalty 2876.325064 = -645251.147800
  nChanged 78
		SP:Iteration 12Q (105480.350000 sec): 3 clusters
  Score: Raw -648155.488545 + Penalty 2876.325064 = -645279.163481
  nChanged 72
		SP:Iteration 13Q (105480.550000 sec): 3 clusters
  Score: Raw -648179.666548 + Penalty 2876.325064 = -645303.341485
  nChanged 70
		SP:Iteration 14Q (105480.790000 sec): 3 clusters
  Score: Raw -648210.067228 + Penalty 2876.325064 = -645333.742164
  nChanged 74
		SP:Iteration 15Q (105481.000000 sec): 3 clusters
  Score: Raw -648247.440317 + Penalty 2876.325064 = -645371.115253
  nChanged 88
		SP:Iteration 16Q (105481.190000 sec): 3 clusters
  Score: Raw -648289.066125 + Penalty 2876.325064 = -645412.741061
  nChanged 89
		SP:Iteration 17Q (105481.390000 sec): 3 clusters
  Score: Raw -648324.202596 + Penalty 2876.325064 = -645447.877533
  nChanged 78
		SP:Iteration 18Q (105481.560000 sec): 3 clusters
  Score: Raw -648358.764639 + Penalty 2876.325064 = -645482.439575
  nChanged 75
		SP:Iteration 19Q (105481.760000 sec): 3 clusters
  Score: Raw -648386.955616 + Penalty 2876.325064 = -645510.630553
  nChanged 70
		SP:Iteration 20F (105481.950000 sec): 3 clusters
  Score: Raw -648405.110794 + Penalty 2876.325064 = -645528.785731
  nChanged 48
		SP:Iteration 21Q (105482.160000 sec): 3 clusters
  Score: Raw -648417.769121 + Penalty 2876.325064 = -645541.444057
  nChanged 33
		SP:Iteration 22Q (105482.420000 sec): 3 clusters
  Score: Raw -648426.806139 + Penalty 2876.325064 = -645550.481075
  nChanged 35
		SP:Iteration 23Q (105482.580000 sec): 3 clusters
  Score: Raw -648436.429044 + Penalty 2876.325064 = -645560.103981
  nChanged 35
		SP:Iteration 24Q (105482.800000 sec): 3 clusters
  Score: Raw -648445.082136 + Penalty 2876.325064 = -645568.757072
  nChanged 37
		SP:Iteration 25Q (105482.970000 sec): 3 clusters
  Score: Raw -648455.900068 + Penalty 2876.325064 = -645579.575004
  nChanged 36
		SP:Iteration 26Q (105483.160000 sec): 3 clusters
  Score: Raw -648466.601580 + Penalty 2876.325064 = -645590.276517
  nChanged 30
		SP:Iteration 27Q (105483.380000 sec): 3 clusters
  Score: Raw -648475.613833 + Penalty 2876.325064 = -645599.288769
  nChanged 29
		SP:Iteration 28Q (105483.580000 sec): 3 clusters
  Score: Raw -648483.210258 + Penalty 2876.325064 = -645606.885195
  nChanged 22
		SP:Iteration 29Q (105483.790000 sec): 3 clusters
  Score: Raw -648487.806852 + Penalty 2876.325064 = -645611.481788
  nChanged 22
		SP:Iteration 30Q (105483.990000 sec): 3 clusters
  Score: Raw -648491.971475 + Penalty 2876.325064 = -645615.646411
  nChanged 19
		SP:Iteration 31Q (105484.180000 sec): 3 clusters
  Score: Raw -648494.942283 + Penalty 2876.325064 = -645618.617219
  nChanged 19
		SP:Iteration 32Q (105484.360000 sec): 3 clusters
  Score: Raw -648498.106351 + Penalty 2876.325064 = -645621.781288
  nChanged 8
		SP:Iteration 33Q (105484.590000 sec): 3 clusters
  Score: Raw -648499.488832 + Penalty 2876.325064 = -645623.163768
  nChanged 8
		SP:Iteration 34Q (105484.760000 sec): 3 clusters
  Score: Raw -648501.028817 + Penalty 2876.325064 = -645624.703753
  nChanged 11
		SP:Iteration 35Q (105484.990000 sec): 3 clusters
  Score: Raw -648502.490727 + Penalty 2876.325064 = -645626.165663
  nChanged 10
		SP:Iteration 36Q (105485.190000 sec): 3 clusters
  Score: Raw -648504.236725 + Penalty 2876.325064 = -645627.911661
  nChanged 11
		SP:Iteration 37Q (105485.440000 sec): 3 clusters
  Score: Raw -648505.325292 + Penalty 2876.325064 = -645629.000228
  nChanged 7
		SP:Iteration 38Q (105485.650000 sec): 3 clusters
  Score: Raw -648506.109582 + Penalty 2876.325064 = -645629.784518
  nChanged 9
		SP:Iteration 39Q (105485.870000 sec): 3 clusters
  Score: Raw -648507.344855 + Penalty 2876.325064 = -645631.019792
  nChanged 6
		SP:Iteration 40F (105486.060000 sec): 3 clusters
  Score: Raw -648507.888235 + Penalty 2876.325064 = -645631.563172
  nChanged 4
		SP:Iteration 41Q (105486.260000 sec): 3 clusters
  Score: Raw -648508.560861 + Penalty 2876.325064 = -645632.235797
  nChanged 1
		SP:Iteration 42Q (105486.460000 sec): 3 clusters
  Score: Raw -648508.651245 + Penalty 2876.325064 = -645632.326181
  nChanged 0
		SP:Iteration 43F (105486.640000 sec): 3 clusters
  Score: Raw -648508.651245 + Penalty 2876.325064 = -645632.326181
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105486.710000 sec): 2 clusters
  Score: Raw -140245.362896 + Penalty 1166.885070 = -139078.477826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105486.890000 sec): 3 clusters
  Score: Raw -139761.317501 + Penalty 2333.770140 = -137427.547361
  nChanged 399
		SP:Iteration 1F (105487.050000 sec): 3 clusters
  Score: Raw -140038.611794 + Penalty 2333.770140 = -137704.841654
  nChanged 77
		SP:Iteration 2F (105487.240000 sec): 3 clusters
  Score: Raw -140108.958198 + Penalty 2333.770140 = -137775.188058
  nChanged 59
		SP:Iteration 3Q (105487.440000 sec): 3 clusters
  Score: Raw -140157.128990 + Penalty 2333.770140 = -137823.358850
  nChanged 41
		SP:Iteration 4Q (105487.600000 sec): 3 clusters
  Score: Raw -140188.831882 + Penalty 2333.770140 = -137855.061742
  nChanged 38
		SP:Iteration 5Q (105487.810000 sec): 3 clusters
  Score: Raw -140221.114086 + Penalty 2333.770140 = -137887.343946
  nChanged 36
		SP:Iteration 6Q (105488.000000 sec): 3 clusters
  Score: Raw -140252.514067 + Penalty 2333.770140 = -137918.743927
  nChanged 26
		SP:Iteration 7Q (105488.160000 sec): 3 clusters
  Score: Raw -140270.936958 + Penalty 2333.770140 = -137937.166818
  nChanged 20
		SP:Iteration 8Q (105488.260000 sec): 3 clusters
  Score: Raw -140287.747463 + Penalty 2333.770140 = -137953.977324
  nChanged 17
		SP:Iteration 9Q (105488.420000 sec): 3 clusters
  Score: Raw -140300.562003 + Penalty 2333.770140 = -137966.791863
  nChanged 20
		SP:Iteration 10Q (105488.600000 sec): 3 clusters
  Score: Raw -140319.189203 + Penalty 2333.770140 = -137985.419064
  nChanged 17
		SP:Iteration 11Q (105488.810000 sec): 3 clusters
  Score: Raw -140335.888317 + Penalty 2333.770140 = -138002.118177
  nChanged 16
		SP:Iteration 12Q (105488.980000 sec): 3 clusters
  Score: Raw -140349.168855 + Penalty 2333.770140 = -138015.398715
  nChanged 15
		SP:Iteration 13Q (105489.150000 sec): 3 clusters
  Score: Raw -140360.796745 + Penalty 2333.770140 = -138027.026605
  nChanged 11
		SP:Iteration 14Q (105489.320000 sec): 3 clusters
  Score: Raw -140369.935315 + Penalty 2333.770140 = -138036.165175
  nChanged 12
		SP:Iteration 15Q (105489.440000 sec): 3 clusters
  Score: Raw -140380.321799 + Penalty 2333.770140 = -138046.551659
  nChanged 20
		SP:Iteration 16Q (105489.620000 sec): 3 clusters
  Score: Raw -140398.543301 + Penalty 2333.770140 = -138064.773162
  nChanged 17
		SP:Iteration 17Q (105489.790000 sec): 3 clusters
  Score: Raw -140414.165204 + Penalty 2333.770140 = -138080.395064
  nChanged 17
		SP:Iteration 18Q (105490.020000 sec): 3 clusters
  Score: Raw -140433.350041 + Penalty 2333.770140 = -138099.579901
  nChanged 15
		SP:Iteration 19Q (105490.210000 sec): 3 clusters
  Score: Raw -140446.470008 + Penalty 2333.770140 = -138112.699869
  nChanged 11
		SP:Iteration 20F (105490.400000 sec): 3 clusters
  Score: Raw -140461.373738 + Penalty 2333.770140 = -138127.603598
  nChanged 11
		SP:Iteration 21Q (105490.610000 sec): 3 clusters
  Score: Raw -140472.880006 + Penalty 2333.770140 = -138139.109867
  nChanged 10
		SP:Iteration 22Q (105490.780000 sec): 3 clusters
  Score: Raw -140482.592199 + Penalty 2333.770140 = -138148.822059
  nChanged 4
		SP:Iteration 23Q (105490.930000 sec): 3 clusters
  Score: Raw -140486.129759 + Penalty 2333.770140 = -138152.359619
  nChanged 8
		SP:Iteration 24Q (105491.080000 sec): 3 clusters
  Score: Raw -140495.343574 + Penalty 2333.770140 = -138161.573435
  nChanged 4
		SP:Iteration 25Q (105491.210000 sec): 3 clusters
  Score: Raw -140500.595937 + Penalty 2333.770140 = -138166.825797
  nChanged 1
		SP:Iteration 26Q (105491.410000 sec): 3 clusters
  Score: Raw -140500.963624 + Penalty 2333.770140 = -138167.193484
  nChanged 0
		SP:Iteration 27F (105491.530000 sec): 3 clusters
  Score: Raw -140500.963624 + Penalty 2333.770140 = -138167.193484
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105491.600000 sec): 2 clusters
  Score: Raw -226842.573169 + Penalty 1255.222580 = -225587.350589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105491.820000 sec): 3 clusters
  Score: Raw -225924.567185 + Penalty 2510.445160 = -223414.122025
  nChanged 796
		SP:Iteration 1F (105491.950000 sec): 3 clusters
  Score: Raw -226491.621503 + Penalty 2510.445160 = -223981.176343
  nChanged 176
		SP:Iteration 2F (105492.140000 sec): 3 clusters
  Score: Raw -226662.170364 + Penalty 2510.445160 = -224151.725204
  nChanged 150
		SP:Iteration 3F (105492.320000 sec): 3 clusters
  Score: Raw -226806.550079 + Penalty 2510.445160 = -224296.104919
  nChanged 119
		SP:Iteration 4F (105492.520000 sec): 3 clusters
  Score: Raw -226911.104060 + Penalty 2510.445160 = -224400.658900
  nChanged 91
		SP:Iteration 5Q (105492.660000 sec): 3 clusters
  Score: Raw -226999.465703 + Penalty 2510.445160 = -224489.020544
  nChanged 81
		SP:Iteration 6Q (105492.840000 sec): 3 clusters
  Score: Raw -227083.461647 + Penalty 2510.445160 = -224573.016487
  nChanged 66
		SP:Iteration 7Q (105493.050000 sec): 3 clusters
  Score: Raw -227143.903064 + Penalty 2510.445160 = -224633.457904
  nChanged 52
		SP:Iteration 8Q (105493.230000 sec): 3 clusters
  Score: Raw -227193.100294 + Penalty 2510.445160 = -224682.655134
  nChanged 30
		SP:Iteration 9Q (105493.400000 sec): 3 clusters
  Score: Raw -227216.283391 + Penalty 2510.445160 = -224705.838232
  nChanged 28
		SP:Iteration 10Q (105493.610000 sec): 3 clusters
  Score: Raw -227238.423125 + Penalty 2510.445160 = -224727.977965
  nChanged 27
		SP:Iteration 11Q (105493.730000 sec): 3 clusters
  Score: Raw -227258.311112 + Penalty 2510.445160 = -224747.865952
  nChanged 24
		SP:Iteration 12Q (105493.930000 sec): 3 clusters
  Score: Raw -227274.938494 + Penalty 2510.445160 = -224764.493335
  nChanged 17
		SP:Iteration 13Q (105494.130000 sec): 3 clusters
  Score: Raw -227284.512203 + Penalty 2510.445160 = -224774.067043
  nChanged 10
		SP:Iteration 14Q (105494.320000 sec): 3 clusters
  Score: Raw -227292.142209 + Penalty 2510.445160 = -224781.697050
  nChanged 8
		SP:Iteration 15Q (105494.520000 sec): 3 clusters
  Score: Raw -227296.817090 + Penalty 2510.445160 = -224786.371930
  nChanged 3
		SP:Iteration 16Q (105494.730000 sec): 3 clusters
  Score: Raw -227299.080494 + Penalty 2510.445160 = -224788.635334
  nChanged 2
		SP:Iteration 17Q (105494.880000 sec): 3 clusters
  Score: Raw -227299.582616 + Penalty 2510.445160 = -224789.137456
  nChanged 1
		SP:Iteration 18Q (105495.050000 sec): 3 clusters
  Score: Raw -227299.799758 + Penalty 2510.445160 = -224789.354598
  nChanged 2
		SP:Iteration 19Q (105495.210000 sec): 3 clusters
  Score: Raw -227301.158153 + Penalty 2510.445160 = -224790.712993
  nChanged 0
		SP:Iteration 20F (105495.380000 sec): 3 clusters
  Score: Raw -227301.158153 + Penalty 2510.445160 = -224790.712993
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105495.470000 sec): 2 clusters
  Score: Raw -734059.613344 + Penalty 1432.979321 = -732626.634023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105495.710000 sec): 3 clusters
  Score: Raw -730425.940824 + Penalty 2865.958642 = -727559.982182
  nChanged 2804
		SP:Iteration 1F (105495.890000 sec): 3 clusters
  Score: Raw -731834.845043 + Penalty 2865.958642 = -728968.886401
  nChanged 465
		SP:Iteration 2F (105496.090000 sec): 3 clusters
  Score: Raw -732054.167530 + Penalty 2865.958642 = -729188.208888
  nChanged 372
		SP:Iteration 3F (105496.300000 sec): 3 clusters
  Score: Raw -732219.986126 + Penalty 2865.958642 = -729354.027484
  nChanged 303
		SP:Iteration 4Q (105496.490000 sec): 3 clusters
  Score: Raw -732352.193650 + Penalty 2865.958642 = -729486.235007
  nChanged 226
		SP:Iteration 5Q (105496.690000 sec): 3 clusters
  Score: Raw -732432.934197 + Penalty 2865.958642 = -729566.975554
  nChanged 201
		SP:Iteration 6Q (105496.880000 sec): 3 clusters
  Score: Raw -732503.206315 + Penalty 2865.958642 = -729637.247672
  nChanged 165
		SP:Iteration 7Q (105497.090000 sec): 3 clusters
  Score: Raw -732556.280700 + Penalty 2865.958642 = -729690.322058
  nChanged 168
		SP:Iteration 8Q (105497.290000 sec): 3 clusters
  Score: Raw -732608.478700 + Penalty 2865.958642 = -729742.520058
  nChanged 157
		SP:Iteration 9Q (105497.480000 sec): 3 clusters
  Score: Raw -732668.118745 + Penalty 2865.958642 = -729802.160103
  nChanged 155
		SP:Iteration 10Q (105497.690000 sec): 3 clusters
  Score: Raw -732723.878818 + Penalty 2865.958642 = -729857.920176
  nChanged 159
		SP:Iteration 11Q (105497.890000 sec): 3 clusters
  Score: Raw -732784.202466 + Penalty 2865.958642 = -729918.243824
  nChanged 155
		SP:Iteration 12Q (105498.100000 sec): 3 clusters
  Score: Raw -732840.565702 + Penalty 2865.958642 = -729974.607060
  nChanged 184
		SP:Iteration 13Q (105498.280000 sec): 3 clusters
  Score: Raw -732926.249136 + Penalty 2865.958642 = -730060.290494
  nChanged 199
		SP:Iteration 14Q (105498.500000 sec): 3 clusters
  Score: Raw -733032.380634 + Penalty 2865.958642 = -730166.421992
  nChanged 235
		SP:Iteration 15Q (105498.720000 sec): 3 clusters
  Score: Raw -733172.439508 + Penalty 2865.958642 = -730306.480866
  nChanged 250
		SP:Iteration 16Q (105498.940000 sec): 3 clusters
  Score: Raw -733330.168066 + Penalty 2865.958642 = -730464.209424
  nChanged 267
		SP:Iteration 17Q (105499.110000 sec): 3 clusters
  Score: Raw -733516.234156 + Penalty 2865.958642 = -730650.275514
  nChanged 255
		SP:Iteration 18Q (105499.310000 sec): 3 clusters
  Score: Raw -733710.795993 + Penalty 2865.958642 = -730844.837351
  nChanged 237
		SP:Iteration 19Q (105499.510000 sec): 3 clusters
  Score: Raw -733891.574052 + Penalty 2865.958642 = -731025.615410
  nChanged 170
		SP:Iteration 20F (105499.710000 sec): 3 clusters
  Score: Raw -734023.670808 + Penalty 2865.958642 = -731157.712166
  nChanged 109
		SP:Iteration 21Q (105499.890000 sec): 3 clusters
  Score: Raw -734109.266592 + Penalty 2865.958642 = -731243.307950
  nChanged 80
		SP:Iteration 22Q (105500.110000 sec): 3 clusters
  Score: Raw -734175.404116 + Penalty 2865.958642 = -731309.445474
  nChanged 60
		SP:Iteration 23Q (105500.300000 sec): 3 clusters
  Score: Raw -734227.450121 + Penalty 2865.958642 = -731361.491479
  nChanged 47
		SP:Iteration 24Q (105500.490000 sec): 3 clusters
  Score: Raw -734266.391372 + Penalty 2865.958642 = -731400.432730
  nChanged 32
		SP:Iteration 25Q (105500.660000 sec): 3 clusters
  Score: Raw -734296.054778 + Penalty 2865.958642 = -731430.096135
  nChanged 22
		SP:Iteration 26Q (105500.840000 sec): 3 clusters
  Score: Raw -734318.975213 + Penalty 2865.958642 = -731453.016571
  nChanged 22
		SP:Iteration 27Q (105501.050000 sec): 3 clusters
  Score: Raw -734340.806138 + Penalty 2865.958642 = -731474.847496
  nChanged 13
		SP:Iteration 28Q (105501.250000 sec): 3 clusters
  Score: Raw -734356.579550 + Penalty 2865.958642 = -731490.620908
  nChanged 9
		SP:Iteration 29Q (105501.430000 sec): 3 clusters
  Score: Raw -734367.698834 + Penalty 2865.958642 = -731501.740192
  nChanged 9
		SP:Iteration 30Q (105501.630000 sec): 3 clusters
  Score: Raw -734375.673894 + Penalty 2865.958642 = -731509.715252
  nChanged 4
		SP:Iteration 31Q (105501.860000 sec): 3 clusters
  Score: Raw -734378.500202 + Penalty 2865.958642 = -731512.541560
  nChanged 1
		SP:Iteration 32Q (105502.040000 sec): 3 clusters
  Score: Raw -734378.934193 + Penalty 2865.958642 = -731512.975551
  nChanged 0
		SP:Iteration 33F (105502.240000 sec): 3 clusters
  Score: Raw -734378.934193 + Penalty 2865.958642 = -731512.975551
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105502.350000 sec): 2 clusters
  Score: Raw -703380.481389 + Penalty 1450.235024 = -701930.246365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105502.550000 sec): 3 clusters
  Score: Raw -699276.972090 + Penalty 2900.470048 = -696376.502042
  nChanged 3150
		SP:Iteration 1F (105502.810000 sec): 3 clusters
  Score: Raw -701109.028985 + Penalty 2900.470048 = -698208.558937
  nChanged 550
		SP:Iteration 2F (105503.020000 sec): 3 clusters
  Score: Raw -701416.015742 + Penalty 2900.470048 = -698515.545694
  nChanged 434
		SP:Iteration 3F (105503.210000 sec): 3 clusters
  Score: Raw -701657.368711 + Penalty 2900.470048 = -698756.898663
  nChanged 407
		SP:Iteration 4F (105503.390000 sec): 3 clusters
  Score: Raw -701909.390356 + Penalty 2900.470048 = -699008.920307
  nChanged 386
		SP:Iteration 5F (105503.570000 sec): 3 clusters
  Score: Raw -702131.089828 + Penalty 2900.470048 = -699230.619780
  nChanged 315
		SP:Iteration 6Q (105503.790000 sec): 3 clusters
  Score: Raw -702320.502153 + Penalty 2900.470048 = -699420.032104
  nChanged 312
		SP:Iteration 7Q (105504.030000 sec): 3 clusters
  Score: Raw -702502.781408 + Penalty 2900.470048 = -699602.311359
  nChanged 300
		SP:Iteration 8Q (105504.210000 sec): 3 clusters
  Score: Raw -702682.985998 + Penalty 2900.470048 = -699782.515950
  nChanged 261
		SP:Iteration 9Q (105504.390000 sec): 3 clusters
  Score: Raw -702845.402345 + Penalty 2900.470048 = -699944.932296
  nChanged 231
		SP:Iteration 10Q (105504.550000 sec): 3 clusters
  Score: Raw -702989.649034 + Penalty 2900.470048 = -700089.178986
  nChanged 201
		SP:Iteration 11Q (105504.810000 sec): 3 clusters
  Score: Raw -703113.145363 + Penalty 2900.470048 = -700212.675314
  nChanged 168
		SP:Iteration 12Q (105504.970000 sec): 3 clusters
  Score: Raw -703202.767859 + Penalty 2900.470048 = -700302.297810
  nChanged 122
		SP:Iteration 13Q (105505.210000 sec): 3 clusters
  Score: Raw -703262.224752 + Penalty 2900.470048 = -700361.754704
  nChanged 92
		SP:Iteration 14Q (105505.410000 sec): 3 clusters
  Score: Raw -703306.099460 + Penalty 2900.470048 = -700405.629412
  nChanged 91
		SP:Iteration 15Q (105505.620000 sec): 3 clusters
  Score: Raw -703349.882819 + Penalty 2900.470048 = -700449.412770
  nChanged 70
		SP:Iteration 16Q (105505.800000 sec): 3 clusters
  Score: Raw -703394.175350 + Penalty 2900.470048 = -700493.705302
  nChanged 71
		SP:Iteration 17Q (105505.980000 sec): 3 clusters
  Score: Raw -703437.317747 + Penalty 2900.470048 = -700536.847699
  nChanged 76
		SP:Iteration 18Q (105506.210000 sec): 3 clusters
  Score: Raw -703479.970159 + Penalty 2900.470048 = -700579.500110
  nChanged 63
		SP:Iteration 19Q (105506.430000 sec): 3 clusters
  Score: Raw -703510.009778 + Penalty 2900.470048 = -700609.539729
  nChanged 53
		SP:Iteration 20F (105506.630000 sec): 3 clusters
  Score: Raw -703537.534407 + Penalty 2900.470048 = -700637.064359
  nChanged 56
		SP:Iteration 21Q (105506.820000 sec): 3 clusters
  Score: Raw -703564.784336 + Penalty 2900.470048 = -700664.314288
  nChanged 45
		SP:Iteration 22Q (105507.030000 sec): 3 clusters
  Score: Raw -703589.503000 + Penalty 2900.470048 = -700689.032952
  nChanged 43
		SP:Iteration 23Q (105507.230000 sec): 3 clusters
  Score: Raw -703609.204171 + Penalty 2900.470048 = -700708.734122
  nChanged 32
		SP:Iteration 24Q (105507.410000 sec): 3 clusters
  Score: Raw -703623.224575 + Penalty 2900.470048 = -700722.754526
  nChanged 18
		SP:Iteration 25Q (105507.610000 sec): 3 clusters
  Score: Raw -703633.998053 + Penalty 2900.470048 = -700733.528004
  nChanged 21
		SP:Iteration 26Q (105507.810000 sec): 3 clusters
  Score: Raw -703643.516374 + Penalty 2900.470048 = -700743.046325
  nChanged 17
		SP:Iteration 27Q (105508.030000 sec): 3 clusters
  Score: Raw -703653.241868 + Penalty 2900.470048 = -700752.771819
  nChanged 15
		SP:Iteration 28Q (105508.230000 sec): 3 clusters
  Score: Raw -703659.228109 + Penalty 2900.470048 = -700758.758060
  nChanged 7
		SP:Iteration 29Q (105508.430000 sec): 3 clusters
  Score: Raw -703661.616009 + Penalty 2900.470048 = -700761.145961
  nChanged 4
		SP:Iteration 30Q (105508.670000 sec): 3 clusters
  Score: Raw -703662.364203 + Penalty 2900.470048 = -700761.894154
  nChanged 1
		SP:Iteration 31Q (105508.840000 sec): 3 clusters
  Score: Raw -703662.461878 + Penalty 2900.470048 = -700761.991829
  nChanged 1
		SP:Iteration 32Q (105509.090000 sec): 3 clusters
  Score: Raw -703662.749981 + Penalty 2900.470048 = -700762.279933
  nChanged 1
		SP:Iteration 33Q (105509.260000 sec): 3 clusters
  Score: Raw -703662.897478 + Penalty 2900.470048 = -700762.427429
  nChanged 0
		SP:Iteration 34F (105509.440000 sec): 3 clusters
  Score: Raw -703662.897478 + Penalty 2900.470048 = -700762.427429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105509.610000 sec): 2 clusters
  Score: Raw -1093918.845070 + Penalty 1509.156384 = -1092409.688686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105509.740000 sec): 3 clusters
  Score: Raw -1087723.516519 + Penalty 3018.312769 = -1084705.203751
  nChanged 4685
		SP:Iteration 1F (105509.980000 sec): 3 clusters
  Score: Raw -1090244.041319 + Penalty 3018.312769 = -1087225.728551
  nChanged 645
		SP:Iteration 2F (105510.190000 sec): 3 clusters
  Score: Raw -1090506.918359 + Penalty 3018.312769 = -1087488.605591
  nChanged 559
		SP:Iteration 3F (105510.400000 sec): 3 clusters
  Score: Raw -1090708.778430 + Penalty 3018.312769 = -1087690.465661
  nChanged 473
		SP:Iteration 4Q (105510.630000 sec): 3 clusters
  Score: Raw -1090883.379809 + Penalty 3018.312769 = -1087865.067041
  nChanged 445
		SP:Iteration 5Q (105510.890000 sec): 3 clusters
  Score: Raw -1091056.273477 + Penalty 3018.312769 = -1088037.960709
  nChanged 419
		SP:Iteration 6Q (105511.060000 sec): 3 clusters
  Score: Raw -1091236.358949 + Penalty 3018.312769 = -1088218.046181
  nChanged 413
		SP:Iteration 7Q (105511.320000 sec): 3 clusters
  Score: Raw -1091408.278719 + Penalty 3018.312769 = -1088389.965951
  nChanged 395
		SP:Iteration 8Q (105511.520000 sec): 3 clusters
  Score: Raw -1091562.610556 + Penalty 3018.312769 = -1088544.297787
  nChanged 388
		SP:Iteration 9Q (105511.740000 sec): 3 clusters
  Score: Raw -1091732.535384 + Penalty 3018.312769 = -1088714.222615
  nChanged 371
		SP:Iteration 10Q (105511.900000 sec): 3 clusters
  Score: Raw -1091902.471273 + Penalty 3018.312769 = -1088884.158505
  nChanged 389
		SP:Iteration 11Q (105512.130000 sec): 3 clusters
  Score: Raw -1092097.533866 + Penalty 3018.312769 = -1089079.221097
  nChanged 399
		SP:Iteration 12Q (105512.330000 sec): 3 clusters
  Score: Raw -1092324.747285 + Penalty 3018.312769 = -1089306.434517
  nChanged 404
		SP:Iteration 13Q (105512.560000 sec): 3 clusters
  Score: Raw -1092583.876793 + Penalty 3018.312769 = -1089565.564024
  nChanged 360
		SP:Iteration 14Q (105512.720000 sec): 3 clusters
  Score: Raw -1092858.065444 + Penalty 3018.312769 = -1089839.752676
  nChanged 381
		SP:Iteration 15Q (105512.960000 sec): 3 clusters
  Score: Raw -1093186.546554 + Penalty 3018.312769 = -1090168.233786
  nChanged 366
		SP:Iteration 16Q (105513.180000 sec): 3 clusters
  Score: Raw -1093492.428816 + Penalty 3018.312769 = -1090474.116048
  nChanged 307
		SP:Iteration 17Q (105513.380000 sec): 3 clusters
  Score: Raw -1093747.500877 + Penalty 3018.312769 = -1090729.188109
  nChanged 226
		SP:Iteration 18Q (105513.590000 sec): 3 clusters
  Score: Raw -1093943.645684 + Penalty 3018.312769 = -1090925.332916
  nChanged 179
		SP:Iteration 19Q (105513.770000 sec): 3 clusters
  Score: Raw -1094061.569122 + Penalty 3018.312769 = -1091043.256353
  nChanged 150
		SP:Iteration 20F (105514.020000 sec): 3 clusters
  Score: Raw -1094141.436438 + Penalty 3018.312769 = -1091123.123670
  nChanged 112
		SP:Iteration 21Q (105514.200000 sec): 3 clusters
  Score: Raw -1094198.457846 + Penalty 3018.312769 = -1091180.145078
  nChanged 97
		SP:Iteration 22Q (105514.420000 sec): 3 clusters
  Score: Raw -1094228.935564 + Penalty 3018.312769 = -1091210.622796
  nChanged 56
		SP:Iteration 23Q (105514.620000 sec): 3 clusters
  Score: Raw -1094244.519491 + Penalty 3018.312769 = -1091226.206722
  nChanged 49
		SP:Iteration 24Q (105514.820000 sec): 3 clusters
  Score: Raw -1094258.695312 + Penalty 3018.312769 = -1091240.382543
  nChanged 41
		SP:Iteration 25Q (105515.030000 sec): 3 clusters
  Score: Raw -1094268.759760 + Penalty 3018.312769 = -1091250.446992
  nChanged 31
		SP:Iteration 26Q (105515.200000 sec): 3 clusters
  Score: Raw -1094274.999020 + Penalty 3018.312769 = -1091256.686251
  nChanged 19
		SP:Iteration 27Q (105515.450000 sec): 3 clusters
  Score: Raw -1094279.371053 + Penalty 3018.312769 = -1091261.058284
  nChanged 16
		SP:Iteration 28Q (105515.650000 sec): 3 clusters
  Score: Raw -1094281.359152 + Penalty 3018.312769 = -1091263.046384
  nChanged 6
		SP:Iteration 29Q (105515.860000 sec): 3 clusters
  Score: Raw -1094282.380780 + Penalty 3018.312769 = -1091264.068011
  nChanged 6
		SP:Iteration 30Q (105516.080000 sec): 3 clusters
  Score: Raw -1094283.218792 + Penalty 3018.312769 = -1091264.906023
  nChanged 5
		SP:Iteration 31Q (105516.260000 sec): 3 clusters
  Score: Raw -1094284.357272 + Penalty 3018.312769 = -1091266.044503
  nChanged 9
		SP:Iteration 32Q (105516.460000 sec): 3 clusters
  Score: Raw -1094285.584099 + Penalty 3018.312769 = -1091267.271330
  nChanged 10
		SP:Iteration 33Q (105516.650000 sec): 3 clusters
  Score: Raw -1094287.411342 + Penalty 3018.312769 = -1091269.098574
  nChanged 12
		SP:Iteration 34Q (105516.860000 sec): 3 clusters
  Score: Raw -1094289.504604 + Penalty 3018.312769 = -1091271.191836
  nChanged 17
		SP:Iteration 35Q (105517.060000 sec): 3 clusters
  Score: Raw -1094292.723759 + Penalty 3018.312769 = -1091274.410990
  nChanged 17
		SP:Iteration 36Q (105517.240000 sec): 3 clusters
  Score: Raw -1094295.149754 + Penalty 3018.312769 = -1091276.836985
  nChanged 12
		SP:Iteration 37Q (105517.470000 sec): 3 clusters
  Score: Raw -1094297.014135 + Penalty 3018.312769 = -1091278.701366
  nChanged 11
		SP:Iteration 38Q (105517.690000 sec): 3 clusters
  Score: Raw -1094298.335501 + Penalty 3018.312769 = -1091280.022733
  nChanged 11
		SP:Iteration 39Q (105517.850000 sec): 3 clusters
  Score: Raw -1094299.709688 + Penalty 3018.312769 = -1091281.396919
  nChanged 10
		SP:Iteration 40F (105518.070000 sec): 3 clusters
  Score: Raw -1094301.164246 + Penalty 3018.312769 = -1091282.851477
  nChanged 10
		SP:Iteration 41Q (105518.270000 sec): 3 clusters
  Score: Raw -1094302.780084 + Penalty 3018.312769 = -1091284.467315
  nChanged 15
		SP:Iteration 42Q (105518.490000 sec): 3 clusters
  Score: Raw -1094305.178493 + Penalty 3018.312769 = -1091286.865725
  nChanged 7
		SP:Iteration 43Q (105518.710000 sec): 3 clusters
  Score: Raw -1094306.197557 + Penalty 3018.312769 = -1091287.884789
  nChanged 5
		SP:Iteration 44Q (105518.930000 sec): 3 clusters
  Score: Raw -1094306.716759 + Penalty 3018.312769 = -1091288.403990
  nChanged 4
		SP:Iteration 45Q (105519.140000 sec): 3 clusters
  Score: Raw -1094307.143546 + Penalty 3018.312769 = -1091288.830777
  nChanged 4
		SP:Iteration 46Q (105519.350000 sec): 3 clusters
  Score: Raw -1094308.008442 + Penalty 3018.312769 = -1091289.695673
  nChanged 10
		SP:Iteration 47Q (105519.570000 sec): 3 clusters
  Score: Raw -1094309.286671 + Penalty 3018.312769 = -1091290.973903
  nChanged 5
		SP:Iteration 48Q (105519.790000 sec): 3 clusters
  Score: Raw -1094309.875401 + Penalty 3018.312769 = -1091291.562632
  nChanged 3
		SP:Iteration 49Q (105520.030000 sec): 3 clusters
  Score: Raw -1094310.309142 + Penalty 3018.312769 = -1091291.996373
  nChanged 3
		SP:Iteration 50Q (105520.210000 sec): 3 clusters
  Score: Raw -1094310.557437 + Penalty 3018.312769 = -1091292.244669
  nChanged 4
		SP:Iteration 51Q (105520.470000 sec): 3 clusters
  Score: Raw -1094311.059668 + Penalty 3018.312769 = -1091292.746899
  nChanged 5
		SP:Iteration 52Q (105520.670000 sec): 3 clusters
  Score: Raw -1094311.592699 + Penalty 3018.312769 = -1091293.279931
  nChanged 4
		SP:Iteration 53Q (105520.870000 sec): 3 clusters
  Score: Raw -1094312.035853 + Penalty 3018.312769 = -1091293.723085
  nChanged 3
		SP:Iteration 54Q (105521.100000 sec): 3 clusters
  Score: Raw -1094312.179171 + Penalty 3018.312769 = -1091293.866402
  nChanged 1
		SP:Iteration 55Q (105521.270000 sec): 3 clusters
  Score: Raw -1094312.222933 + Penalty 3018.312769 = -1091293.910165
  nChanged 0
		SP:Iteration 56F (105521.470000 sec): 3 clusters
  Score: Raw -1094312.222933 + Penalty 3018.312769 = -1091293.910165
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105521.570000 sec): 2 clusters
  Score: Raw -370758.103383 + Penalty 1329.211080 = -369428.892303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105521.750000 sec): 3 clusters
  Score: Raw -369039.535877 + Penalty 2658.422160 = -366381.113716
  nChanged 1412
		SP:Iteration 1F (105521.930000 sec): 3 clusters
  Score: Raw -369830.663783 + Penalty 2658.422160 = -367172.241622
  nChanged 266
		SP:Iteration 2F (105522.150000 sec): 3 clusters
  Score: Raw -370028.130971 + Penalty 2658.422160 = -367369.708811
  nChanged 244
		SP:Iteration 3F (105522.350000 sec): 3 clusters
  Score: Raw -370230.241334 + Penalty 2658.422160 = -367571.819174
  nChanged 217
		SP:Iteration 4F (105522.470000 sec): 3 clusters
  Score: Raw -370425.878117 + Penalty 2658.422160 = -367767.455956
  nChanged 199
		SP:Iteration 5F (105522.650000 sec): 3 clusters
  Score: Raw -370594.772725 + Penalty 2658.422160 = -367936.350565
  nChanged 172
		SP:Iteration 6Q (105522.850000 sec): 3 clusters
  Score: Raw -370739.213348 + Penalty 2658.422160 = -368080.791188
  nChanged 152
		SP:Iteration 7Q (105523.070000 sec): 3 clusters
  Score: Raw -370853.645264 + Penalty 2658.422160 = -368195.223103
  nChanged 135
		SP:Iteration 8Q (105523.220000 sec): 3 clusters
  Score: Raw -370948.881400 + Penalty 2658.422160 = -368290.459239
  nChanged 108
		SP:Iteration 9Q (105523.420000 sec): 3 clusters
  Score: Raw -371018.875769 + Penalty 2658.422160 = -368360.453608
  nChanged 89
		SP:Iteration 10Q (105523.610000 sec): 3 clusters
  Score: Raw -371065.471561 + Penalty 2658.422160 = -368407.049400
  nChanged 65
		SP:Iteration 11Q (105523.810000 sec): 3 clusters
  Score: Raw -371100.832337 + Penalty 2658.422160 = -368442.410177
  nChanged 52
		SP:Iteration 12Q (105523.950000 sec): 3 clusters
  Score: Raw -371130.802547 + Penalty 2658.422160 = -368472.380387
  nChanged 46
		SP:Iteration 13Q (105524.170000 sec): 3 clusters
  Score: Raw -371153.288482 + Penalty 2658.422160 = -368494.866321
  nChanged 35
		SP:Iteration 14Q (105524.310000 sec): 3 clusters
  Score: Raw -371168.002538 + Penalty 2658.422160 = -368509.580377
  nChanged 32
		SP:Iteration 15Q (105524.490000 sec): 3 clusters
  Score: Raw -371182.009291 + Penalty 2658.422160 = -368523.587131
  nChanged 22
		SP:Iteration 16Q (105524.670000 sec): 3 clusters
  Score: Raw -371191.882405 + Penalty 2658.422160 = -368533.460245
  nChanged 23
		SP:Iteration 17Q (105524.830000 sec): 3 clusters
  Score: Raw -371201.051926 + Penalty 2658.422160 = -368542.629766
  nChanged 22
		SP:Iteration 18Q (105525.020000 sec): 3 clusters
  Score: Raw -371210.806696 + Penalty 2658.422160 = -368552.384535
  nChanged 18
		SP:Iteration 19Q (105525.250000 sec): 3 clusters
  Score: Raw -371217.114570 + Penalty 2658.422160 = -368558.692410
  nChanged 10
		SP:Iteration 20F (105525.410000 sec): 3 clusters
  Score: Raw -371219.702088 + Penalty 2658.422160 = -368561.279928
  nChanged 5
		SP:Iteration 21Q (105525.610000 sec): 3 clusters
  Score: Raw -371220.786206 + Penalty 2658.422160 = -368562.364045
  nChanged 2
		SP:Iteration 22Q (105525.770000 sec): 3 clusters
  Score: Raw -371221.129041 + Penalty 2658.422160 = -368562.706881
  nChanged 0
		SP:Iteration 23F (105525.970000 sec): 3 clusters
  Score: Raw -371221.129041 + Penalty 2658.422160 = -368562.706881
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105526.130000 sec): 2 clusters
  Score: Raw -1913409.740671 + Penalty 1592.979168 = -1911816.761503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105526.380000 sec): 3 clusters
  Score: Raw -1902658.214464 + Penalty 3185.958336 = -1899472.256128
  nChanged 8134
		SP:Iteration 1F (105526.640000 sec): 3 clusters
  Score: Raw -1907055.527939 + Penalty 3185.958336 = -1903869.569603
  nChanged 926
		SP:Iteration 2F (105526.850000 sec): 3 clusters
  Score: Raw -1907384.466721 + Penalty 3185.958336 = -1904198.508384
  nChanged 842
		SP:Iteration 3Q (105527.130000 sec): 3 clusters
  Score: Raw -1907690.952960 + Penalty 3185.958336 = -1904504.994624
  nChanged 767
		SP:Iteration 4Q (105527.380000 sec): 3 clusters
  Score: Raw -1908002.913706 + Penalty 3185.958336 = -1904816.955370
  nChanged 857
		SP:Iteration 5Q (105527.650000 sec): 3 clusters
  Score: Raw -1908410.445907 + Penalty 3185.958336 = -1905224.487570
  nChanged 952
		SP:Iteration 6F (105527.940000 sec): 3 clusters
  Score: Raw -1908975.936255 + Penalty 3185.958336 = -1905789.977919
  nChanged 1095
		SP:Iteration 7F (105528.170000 sec): 3 clusters
  Score: Raw -1909767.833074 + Penalty 3185.958336 = -1906581.874737
  nChanged 1142
		SP:Iteration 8F (105528.400000 sec): 3 clusters
  Score: Raw -1910732.458746 + Penalty 3185.958336 = -1907546.500409
  nChanged 1029
		SP:Iteration 9F (105528.650000 sec): 3 clusters
  Score: Raw -1911729.501744 + Penalty 3185.958336 = -1908543.543407
  nChanged 783
		SP:Iteration 10Q (105528.900000 sec): 3 clusters
  Score: Raw -1912461.328496 + Penalty 3185.958336 = -1909275.370160
  nChanged 535
		SP:Iteration 11Q (105529.130000 sec): 3 clusters
  Score: Raw -1912881.121776 + Penalty 3185.958336 = -1909695.163439
  nChanged 335
		SP:Iteration 12Q (105529.340000 sec): 3 clusters
  Score: Raw -1913092.707834 + Penalty 3185.958336 = -1909906.749498
  nChanged 231
		SP:Iteration 13Q (105529.580000 sec): 3 clusters
  Score: Raw -1913217.702641 + Penalty 3185.958336 = -1910031.744304
  nChanged 173
		SP:Iteration 14Q (105529.810000 sec): 3 clusters
  Score: Raw -1913306.352412 + Penalty 3185.958336 = -1910120.394076
  nChanged 127
		SP:Iteration 15Q (105530.040000 sec): 3 clusters
  Score: Raw -1913363.272609 + Penalty 3185.958336 = -1910177.314273
  nChanged 109
		SP:Iteration 16Q (105530.270000 sec): 3 clusters
  Score: Raw -1913405.106849 + Penalty 3185.958336 = -1910219.148513
  nChanged 84
		SP:Iteration 17Q (105530.520000 sec): 3 clusters
  Score: Raw -1913434.902651 + Penalty 3185.958336 = -1910248.944314
  nChanged 71
		SP:Iteration 18Q (105530.740000 sec): 3 clusters
  Score: Raw -1913458.290906 + Penalty 3185.958336 = -1910272.332570
  nChanged 64
		SP:Iteration 19Q (105530.950000 sec): 3 clusters
  Score: Raw -1913481.443575 + Penalty 3185.958336 = -1910295.485239
  nChanged 49
		SP:Iteration 20F (105531.240000 sec): 3 clusters
  Score: Raw -1913499.966645 + Penalty 3185.958336 = -1910314.008309
  nChanged 57
		SP:Iteration 21Q (105531.480000 sec): 3 clusters
  Score: Raw -1913523.663689 + Penalty 3185.958336 = -1910337.705353
  nChanged 52
		SP:Iteration 22Q (105531.730000 sec): 3 clusters
  Score: Raw -1913545.284132 + Penalty 3185.958336 = -1910359.325796
  nChanged 54
		SP:Iteration 23Q (105531.950000 sec): 3 clusters
  Score: Raw -1913568.264820 + Penalty 3185.958336 = -1910382.306483
  nChanged 43
		SP:Iteration 24Q (105532.190000 sec): 3 clusters
  Score: Raw -1913586.657479 + Penalty 3185.958336 = -1910400.699142
  nChanged 38
		SP:Iteration 25Q (105532.430000 sec): 3 clusters
  Score: Raw -1913601.546379 + Penalty 3185.958336 = -1910415.588043
  nChanged 32
		SP:Iteration 26Q (105532.710000 sec): 3 clusters
  Score: Raw -1913613.389621 + Penalty 3185.958336 = -1910427.431285
  nChanged 32
		SP:Iteration 27Q (105532.940000 sec): 3 clusters
  Score: Raw -1913625.800907 + Penalty 3185.958336 = -1910439.842571
  nChanged 29
		SP:Iteration 28Q (105533.180000 sec): 3 clusters
  Score: Raw -1913634.985581 + Penalty 3185.958336 = -1910449.027244
  nChanged 20
		SP:Iteration 29Q (105533.460000 sec): 3 clusters
  Score: Raw -1913641.340659 + Penalty 3185.958336 = -1910455.382323
  nChanged 16
		SP:Iteration 30Q (105533.670000 sec): 3 clusters
  Score: Raw -1913645.330627 + Penalty 3185.958336 = -1910459.372290
  nChanged 13
		SP:Iteration 31Q (105533.920000 sec): 3 clusters
  Score: Raw -1913649.662206 + Penalty 3185.958336 = -1910463.703870
  nChanged 13
		SP:Iteration 32Q (105534.170000 sec): 3 clusters
  Score: Raw -1913654.782464 + Penalty 3185.958336 = -1910468.824128
  nChanged 17
		SP:Iteration 33Q (105534.380000 sec): 3 clusters
  Score: Raw -1913660.919935 + Penalty 3185.958336 = -1910474.961599
  nChanged 17
		SP:Iteration 34Q (105534.660000 sec): 3 clusters
  Score: Raw -1913665.918772 + Penalty 3185.958336 = -1910479.960436
  nChanged 13
		SP:Iteration 35Q (105534.860000 sec): 3 clusters
  Score: Raw -1913669.667275 + Penalty 3185.958336 = -1910483.708939
  nChanged 11
		SP:Iteration 36Q (105535.110000 sec): 3 clusters
  Score: Raw -1913674.061540 + Penalty 3185.958336 = -1910488.103203
  nChanged 12
		SP:Iteration 37Q (105535.380000 sec): 3 clusters
  Score: Raw -1913679.331396 + Penalty 3185.958336 = -1910493.373060
  nChanged 9
		SP:Iteration 38Q (105535.580000 sec): 3 clusters
  Score: Raw -1913682.902358 + Penalty 3185.958336 = -1910496.944022
  nChanged 11
		SP:Iteration 39Q (105535.880000 sec): 3 clusters
  Score: Raw -1913686.342928 + Penalty 3185.958336 = -1910500.384592
  nChanged 9
		SP:Iteration 40F (105536.140000 sec): 3 clusters
  Score: Raw -1913690.437899 + Penalty 3185.958336 = -1910504.479563
  nChanged 10
		SP:Iteration 41Q (105536.400000 sec): 3 clusters
  Score: Raw -1913693.770210 + Penalty 3185.958336 = -1910507.811874
  nChanged 6
		SP:Iteration 42Q (105536.610000 sec): 3 clusters
  Score: Raw -1913695.446494 + Penalty 3185.958336 = -1910509.488157
  nChanged 10
		SP:Iteration 43Q (105536.890000 sec): 3 clusters
  Score: Raw -1913698.206175 + Penalty 3185.958336 = -1910512.247839
  nChanged 9
		SP:Iteration 44Q (105537.150000 sec): 3 clusters
  Score: Raw -1913699.820791 + Penalty 3185.958336 = -1910513.862455
  nChanged 3
		SP:Iteration 45Q (105537.310000 sec): 3 clusters
  Score: Raw -1913700.702333 + Penalty 3185.958336 = -1910514.743997
  nChanged 3
		SP:Iteration 46Q (105537.550000 sec): 3 clusters
  Score: Raw -1913701.765725 + Penalty 3185.958336 = -1910515.807389
  nChanged 2
		SP:Iteration 47Q (105537.750000 sec): 3 clusters
  Score: Raw -1913702.519500 + Penalty 3185.958336 = -1910516.561164
  nChanged 4
		SP:Iteration 48Q (105537.960000 sec): 3 clusters
  Score: Raw -1913703.485424 + Penalty 3185.958336 = -1910517.527087
  nChanged 1
		SP:Iteration 49Q (105538.160000 sec): 3 clusters
  Score: Raw -1913703.677190 + Penalty 3185.958336 = -1910517.718853
  nChanged 0
		SP:Iteration 50F (105538.400000 sec): 3 clusters
  Score: Raw -1913703.677190 + Penalty 3185.958336 = -1910517.718853
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105538.500000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105538.650000 sec): 3 clusters
  Score: Raw -26866.912272 + Penalty 1810.950060 = -25055.962212
  nChanged 38
		SP:Iteration 1F (105538.870000 sec): 3 clusters
  Score: Raw -26951.901750 + Penalty 1810.950060 = -25140.951690
  nChanged 9
		SP:Iteration 2Q (105538.970000 sec): 3 clusters
  Score: Raw -26971.280824 + Penalty 1810.950060 = -25160.330764
  nChanged 1
		SP:Iteration 3Q (105539.100000 sec): 3 clusters
  Score: Raw -26974.775476 + Penalty 1810.950060 = -25163.825416
  nChanged 1
		SP:Iteration 4Q (105539.230000 sec): 3 clusters
  Score: Raw -26978.017713 + Penalty 1810.950060 = -25167.067652
  nChanged 0
		SP:Iteration 5F (105539.400000 sec): 3 clusters
  Score: Raw -26978.017713 + Penalty 1810.950060 = -25167.067652
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105539.490000 sec): 2 clusters
  Score: Raw -113653.827103 + Penalty 1171.517792 = -112482.309312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105539.710000 sec): 3 clusters
  Score: Raw -113158.017906 + Penalty 2343.035583 = -110814.982323
  nChanged 443
		SP:Iteration 1F (105539.890000 sec): 3 clusters
  Score: Raw -113661.567376 + Penalty 2343.035583 = -111318.531792
  nChanged 128
		SP:Iteration 2F (105540.110000 sec): 3 clusters
  Score: Raw -113852.904883 + Penalty 2343.035583 = -111509.869300
  nChanged 86
		SP:Iteration 3F (105540.310000 sec): 3 clusters
  Score: Raw -113988.132992 + Penalty 2343.035583 = -111645.097409
  nChanged 59
		SP:Iteration 4Q (105540.460000 sec): 3 clusters
  Score: Raw -114081.388424 + Penalty 2343.035583 = -111738.352841
  nChanged 44
		SP:Iteration 5Q (105540.630000 sec): 3 clusters
  Score: Raw -114141.025629 + Penalty 2343.035583 = -111797.990046
  nChanged 32
		SP:Iteration 6Q (105540.790000 sec): 3 clusters
  Score: Raw -114170.266192 + Penalty 2343.035583 = -111827.230609
  nChanged 21
		SP:Iteration 7Q (105541.010000 sec): 3 clusters
  Score: Raw -114188.332833 + Penalty 2343.035583 = -111845.297250
  nChanged 16
		SP:Iteration 8Q (105541.150000 sec): 3 clusters
  Score: Raw -114202.802900 + Penalty 2343.035583 = -111859.767317
  nChanged 11
		SP:Iteration 9Q (105541.330000 sec): 3 clusters
  Score: Raw -114212.170698 + Penalty 2343.035583 = -111869.135114
  nChanged 8
		SP:Iteration 10Q (105541.500000 sec): 3 clusters
  Score: Raw -114218.441275 + Penalty 2343.035583 = -111875.405692
  nChanged 3
		SP:Iteration 11Q (105541.690000 sec): 3 clusters
  Score: Raw -114220.520770 + Penalty 2343.035583 = -111877.485187
  nChanged 3
		SP:Iteration 12Q (105541.870000 sec): 3 clusters
  Score: Raw -114222.752188 + Penalty 2343.035583 = -111879.716605
  nChanged 2
		SP:Iteration 13Q (105542.110000 sec): 3 clusters
  Score: Raw -114224.107715 + Penalty 2343.035583 = -111881.072131
  nChanged 1
		SP:Iteration 14Q (105542.250000 sec): 3 clusters
  Score: Raw -114224.834401 + Penalty 2343.035583 = -111881.798817
  nChanged 3
		SP:Iteration 15Q (105542.460000 sec): 3 clusters
  Score: Raw -114225.902996 + Penalty 2343.035583 = -111882.867412
  nChanged 1
		SP:Iteration 16Q (105542.630000 sec): 3 clusters
  Score: Raw -114226.240697 + Penalty 2343.035583 = -111883.205113
  nChanged 0
		SP:Iteration 17F (105542.830000 sec): 3 clusters
  Score: Raw -114226.240697 + Penalty 2343.035583 = -111883.205113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105542.930000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105543.080000 sec): 3 clusters
  Score: Raw -30601.004934 + Penalty 1847.163424 = -28753.841510
  nChanged 36
		SP:Iteration 1F (105543.260000 sec): 3 clusters
  Score: Raw -30676.555296 + Penalty 1847.163424 = -28829.391872
  nChanged 10
		SP:Iteration 2Q (105543.430000 sec): 3 clusters
  Score: Raw -30700.600992 + Penalty 1847.163424 = -28853.437567
  nChanged 7
		SP:Iteration 3Q (105543.590000 sec): 3 clusters
  Score: Raw -30722.225802 + Penalty 1847.163424 = -28875.062378
  nChanged 4
		SP:Iteration 4Q (105543.740000 sec): 3 clusters
  Score: Raw -30733.744611 + Penalty 1847.163424 = -28886.581186
  nChanged 2
		SP:Iteration 5Q (105543.880000 sec): 3 clusters
  Score: Raw -30738.254307 + Penalty 1847.163424 = -28891.090883
  nChanged 2
		SP:Iteration 6Q (105544.020000 sec): 3 clusters
  Score: Raw -30743.981473 + Penalty 1847.163424 = -28896.818049
  nChanged 0
		SP:Iteration 7F (105544.190000 sec): 3 clusters
  Score: Raw -30743.981473 + Penalty 1847.163424 = -28896.818049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (105544.270000 sec): 2 clusters
  Score: Raw -279795.543263 + Penalty 1275.070871 = -278520.472392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (105544.470000 sec): 3 clusters
  Score: Raw -278650.976742 + Penalty 2550.141742 = -276100.835000
  nChanged 912
		SP:Iteration 1F (105544.630000 sec): 3 clusters
  Score: Raw -279224.506659 + Penalty 2550.141742 = -276674.364917
  nChanged 186
		SP:Iteration 2F (105544.810000 sec): 3 clusters
  Score: Raw -279341.790598 + Penalty 2550.141742 = -276791.648857
  nChanged 113
		SP:Iteration 3Q (105545.000000 sec): 3 clusters
  Score: Raw -279416.160262 + Penalty 2550.141742 = -276866.018520
  nChanged 93
		SP:Iteration 4Q (105545.190000 sec): 3 clusters
  Score: Raw -279472.122117 + Penalty 2550.141742 = -276921.980375
  nChanged 85
		SP:Iteration 5Q (105545.300000 sec): 3 clusters
  Score: Raw -279527.283066 + Penalty 2550.141742 = -276977.141324
  nChanged 76
		SP:Iteration 6Q (105545.400000 sec): 3 clusters
  Score: Raw -279571.237056 + Penalty 2550.141742 = -277021.095314
  nChanged 44
		SP:Iteration 7Q (105545.510000 sec): 3 clusters
  Score: Raw -279592.858216 + Penalty 2550.141742 = -277042.716474
  nChanged 39
		SP:Iteration 8Q (105545.640000 sec): 3 clusters
  Score: Raw -279614.652157 + Penalty 2550.141742 = -277064.510416
  nChanged 39
		SP:Iteration 9Q (105545.760000 sec): 3 clusters
  Score: Raw -279633.619962 + Penalty 2550.141742 = -277083.478220
  nChanged 37
		SP:Iteration 10Q (105545.930000 sec): 3 clusters
  Score: Raw -279652.413372 + Penalty 2550.141742 = -277102.271630
  nChanged 22
		SP:Iteration 11Q (105546.140000 sec): 3 clusters
  Score: Raw -279664.972254 + Penalty 2550.141742 = -277114.830512
  nChanged 30
		SP:Iteration 12Q (105546.320000 sec): 3 clusters
  Score: Raw -279679.610549 + Penalty 2550.141742 = -277129.468807
  nChanged 31
		SP:Iteration 13Q (105546.500000 sec): 3 clusters
  Score: Raw -279699.320339 + Penalty 2550.141742 = -277149.178597
  nChanged 39
		SP:Iteration 14Q (105546.650000 sec): 3 clusters
  Score: Raw -279726.699232 + Penalty 2550.141742 = -277176.557490
  nChanged 35
		SP:Iteration 15Q (105546.790000 sec): 3 clusters
  Score: Raw -279748.499652 + Penalty 2550.141742 = -277198.357910
  nChanged 33
		SP:Iteration 16Q (105546.940000 sec): 3 clusters
  Score: Raw -279766.852127 + Penalty 2550.141742 = -277216.710385
  nChanged 29
		SP:Iteration 17Q (105547.140000 sec): 3 clusters
  Score: Raw -279780.698221 + Penalty 2550.141742 = -277230.556479
  nChanged 17
		SP:Iteration 18Q (105547.280000 sec): 3 clusters
  Score: Raw -279788.699551 + Penalty 2550.141742 = -277238.557809
  nChanged 19
		SP:Iteration 19Q (105547.410000 sec): 3 clusters
  Score: Raw -279799.907435 + Penalty 2550.141742 = -277249.765693
  nChanged 14
		SP:Iteration 20F (105547.520000 sec): 3 clusters
  Score: Raw -279809.335629 + Penalty 2550.141742 = -277259.193887
  nChanged 14
		SP:Iteration 21Q (105547.630000 sec): 3 clusters
  Score: Raw -279820.109794 + Penalty 2550.141742 = -277269.968052
  nChanged 13
		SP:Iteration 22Q (105547.800000 sec): 3 clusters
  Score: Raw -279827.465964 + Penalty 2550.141742 = -277277.324222
  nChanged 15
		SP:Iteration 23Q (105548.000000 sec): 3 clusters
  Score: Raw -279835.411584 + Penalty 2550.141742 = -277285.269842
  nChanged 12
		SP:Iteration 24Q (105548.170000 sec): 3 clusters
  Score: Raw -279840.446013 + Penalty 2550.141742 = -277290.304271
  nChanged 8
		SP:Iteration 25Q (105548.370000 sec): 3 clusters
  Score: Raw -279846.667986 + Penalty 2550.141742 = -277296.526244
  nChanged 10
		SP:Iteration 26Q (105548.540000 sec): 3 clusters
  Score: Raw -279851.701094 + Penalty 2550.141742 = -277301.559352
  nChanged 11
		SP:Iteration 27Q (105548.700000 sec): 3 clusters
  Score: Raw -279859.439413 + Penalty 2550.141742 = -277309.297671
  nChanged 10
		SP:Iteration 28Q (105548.860000 sec): 3 clusters
  Score: Raw -279864.502390 + Penalty 2550.141742 = -277314.360648
  nChanged 6
		SP:Iteration 29Q (105548.970000 sec): 3 clusters
  Score: Raw -279868.042105 + Penalty 2550.141742 = -277317.900363
  nChanged 6
		SP:Iteration 30Q (105549.100000 sec): 3 clusters
  Score: Raw -279870.383396 + Penalty 2550.141742 = -277320.241654
  nChanged 4
		SP:Iteration 31Q (105549.220000 sec): 3 clusters
  Score: Raw -279872.730626 + Penalty 2550.141742 = -277322.588884
  nChanged 6
		SP:Iteration 32Q (105549.420000 sec): 3 clusters
  Score: Raw -279874.962877 + Penalty 2550.141742 = -277324.821135
  nChanged 2
		SP:Iteration 33Q (105549.600000 sec): 3 clusters
  Score: Raw -279876.041999 + Penalty 2550.141742 = -277325.900257
  nChanged 4
		SP:Iteration 34Q (105549.770000 sec): 3 clusters
  Score: Raw -279878.295718 + Penalty 2550.141742 = -277328.153976
  nChanged 4
		SP:Iteration 35Q (105549.950000 sec): 3 clusters
  Score: Raw -279880.007812 + Penalty 2550.141742 = -277329.866070
  nChanged 2
		SP:Iteration 36Q (105550.070000 sec): 3 clusters
  Score: Raw -279880.893899 + Penalty 2550.141742 = -277330.752157
  nChanged 1
		SP:Iteration 37Q (105550.200000 sec): 3 clusters
  Score: Raw -279881.409056 + Penalty 2550.141742 = -277331.267314
  nChanged 1
		SP:Iteration 38Q (105550.320000 sec): 3 clusters
  Score: Raw -279881.606179 + Penalty 2550.141742 = -277331.464437
  nChanged 0
		SP:Iteration 39F (105550.520000 sec): 3 clusters
  Score: Raw -279881.606179 + Penalty 2550.141742 = -277331.464437
  nChanged 0
Iteration 299Q (105663.220000 sec): 72 clusters
  Score: Raw -138101283.754833 + Penalty 162986.169066 = -137938297.585767
  nChanged 56
Iteration 300F (105826.110000 sec): 72 clusters
  Score: Raw -138101284.731437 + Penalty 162986.169066 = -137938298.562371
  nChanged 63
Iteration 301Q (105896.650000 sec): 72 clusters
  Score: Raw -138101285.880856 + Penalty 162986.169066 = -137938299.711790
  nChanged 67
Iteration 302Q (105985.300000 sec): 72 clusters
  Score: Raw -138101287.225639 + Penalty 162986.169066 = -137938301.056572
  nChanged 69
Iteration 303Q (106053.010000 sec): 72 clusters
  Score: Raw -138101288.523357 + Penalty 162986.169066 = -137938302.354291
  nChanged 72
Iteration 304Q (106134.060000 sec): 72 clusters
  Score: Raw -138101289.959183 + Penalty 162986.169066 = -137938303.790117
  nChanged 69
Iteration 305Q (106208.320000 sec): 72 clusters
  Score: Raw -138101291.469511 + Penalty 162986.169066 = -137938305.300445
  nChanged 82
Iteration 306Q (106281.550000 sec): 72 clusters
  Score: Raw -138101293.370684 + Penalty 162986.169066 = -137938307.201617
  nChanged 84
Iteration 307Q (106360.350000 sec): 72 clusters
  Score: Raw -138101295.240054 + Penalty 162986.169066 = -137938309.070988
  nChanged 87
Iteration 308Q (106447.620000 sec): 72 clusters
  Score: Raw -138101297.077275 + Penalty 162986.169066 = -137938310.908209
  nChanged 69
Iteration 309Q (106519.360000 sec): 72 clusters
  Score: Raw -138101298.474708 + Penalty 162986.169066 = -137938312.305642
  nChanged 79
Iteration 310Q (106601.960000 sec): 72 clusters
  Score: Raw -138101300.291261 + Penalty 162986.169066 = -137938314.122194
  nChanged 87
Iteration 311Q (106693.600000 sec): 72 clusters
  Score: Raw -138101302.362626 + Penalty 162986.169066 = -137938316.193560
  nChanged 91
Iteration 312Q (106781.200000 sec): 72 clusters
  Score: Raw -138101304.284669 + Penalty 162986.169066 = -137938318.115602
  nChanged 82
Iteration 313Q (106874.010000 sec): 72 clusters
  Score: Raw -138101305.868003 + Penalty 162986.169066 = -137938319.698937
  nChanged 70
Iteration 314Q (106951.830000 sec): 72 clusters
  Score: Raw -138101307.205451 + Penalty 162986.169066 = -137938321.036384
  nChanged 79
Iteration 315Q (107045.560000 sec): 72 clusters
  Score: Raw -138101308.893131 + Penalty 162986.169066 = -137938322.724064
  nChanged 77
Iteration 316Q (107146.160000 sec): 72 clusters
  Score: Raw -138101310.644030 + Penalty 162986.169066 = -137938324.474964
  nChanged 88
Iteration 317Q (107247.400000 sec): 72 clusters
  Score: Raw -138101312.467318 + Penalty 162986.169066 = -137938326.298251
  nChanged 82
Iteration 318Q (107343.400000 sec): 72 clusters
  Score: Raw -138101314.602841 + Penalty 162986.169066 = -137938328.433774
  nChanged 94
Iteration 319Q (107444.360000 sec): 72 clusters
  Score: Raw -138101317.560015 + Penalty 162986.169066 = -137938331.390949
  nChanged 97
Iteration 320F (107626.300000 sec): 72 clusters
  Score: Raw -138101319.891699 + Penalty 162986.169066 = -137938333.722632
  nChanged 114
Iteration 321Q (107726.920000 sec): 72 clusters
  Score: Raw -138101323.095277 + Penalty 162986.169066 = -137938336.926211
  nChanged 125
Iteration 322Q (107819.280000 sec): 72 clusters
  Score: Raw -138101326.468966 + Penalty 162986.169066 = -137938340.299900
  nChanged 112
Iteration 323Q (107897.600000 sec): 72 clusters
  Score: Raw -138101329.068105 + Penalty 162986.169066 = -137938342.899039
  nChanged 127
Iteration 324Q (107969.070000 sec): 72 clusters
  Score: Raw -138101332.316959 + Penalty 162986.169066 = -137938346.147893
  nChanged 128
Iteration 325Q (108043.160000 sec): 72 clusters
  Score: Raw -138101336.155362 + Penalty 162986.169066 = -137938349.986295
  nChanged 127
Iteration 326Q (108115.000000 sec): 72 clusters
  Score: Raw -138101339.398173 + Penalty 162986.169066 = -137938353.229107
  nChanged 113
Iteration 327Q (108186.690000 sec): 72 clusters
  Score: Raw -138101342.520515 + Penalty 162986.169066 = -137938356.351449
  nChanged 127
Iteration 328Q (108252.440000 sec): 72 clusters
  Score: Raw -138101345.652131 + Penalty 162986.169066 = -137938359.483064
  nChanged 125
Iteration 329Q (108332.990000 sec): 72 clusters
  Score: Raw -138101348.602004 + Penalty 162986.169066 = -137938362.432937
  nChanged 93
Iteration 330Q (108408.950000 sec): 72 clusters
  Score: Raw -138101350.562289 + Penalty 162986.169066 = -137938364.393222
  nChanged 92
Iteration 331Q (108482.700000 sec): 72 clusters
  Score: Raw -138101352.471000 + Penalty 162986.169066 = -137938366.301934
  nChanged 75
Iteration 332Q (108561.200000 sec): 72 clusters
  Score: Raw -138101354.056413 + Penalty 162986.169066 = -137938367.887347
  nChanged 78
Iteration 333Q (108650.400000 sec): 72 clusters
  Score: Raw -138101355.686414 + Penalty 162986.169066 = -137938369.517348
  nChanged 83
Iteration 334Q (108751.510000 sec): 72 clusters
  Score: Raw -138101357.703388 + Penalty 162986.169066 = -137938371.534322
  nChanged 99
Iteration 335Q (108858.390000 sec): 72 clusters
  Score: Raw -138101360.050783 + Penalty 162986.169066 = -137938373.881717
  nChanged 79
Iteration 336Q (108964.250000 sec): 72 clusters
  Score: Raw -138101361.752943 + Penalty 162986.169066 = -137938375.583877
  nChanged 92
Iteration 337Q (109074.000000 sec): 72 clusters
  Score: Raw -138101363.653939 + Penalty 162986.169066 = -137938377.484873
  nChanged 90
Iteration 338Q (109186.860000 sec): 72 clusters
  Score: Raw -138101365.553512 + Penalty 162986.169066 = -137938379.384446
  nChanged 85
Writing temp clu file 
Because OldScore, -137938377.484873, is greater than current (better) Score,-137938379.384446 
 Compute initial score before splitting:   Score: Raw -138101365.553512 + Penalty 162986.169066 = -137938379.384446
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109187.240000 sec): 2 clusters
  Score: Raw -112949.246947 + Penalty 1146.768510 = -111802.478437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109187.430000 sec): 3 clusters
  Score: Raw -112565.179335 + Penalty 2293.537019 = -110271.642316
  nChanged 348
		SP:Iteration 1F (109187.570000 sec): 3 clusters
  Score: Raw -112827.754289 + Penalty 2293.537019 = -110534.217270
  nChanged 69
		SP:Iteration 2F (109187.720000 sec): 3 clusters
  Score: Raw -112887.273330 + Penalty 2293.537019 = -110593.736311
  nChanged 40
		SP:Iteration 3Q (109187.900000 sec): 3 clusters
  Score: Raw -112922.291572 + Penalty 2293.537019 = -110628.754553
  nChanged 27
		SP:Iteration 4Q (109188.090000 sec): 3 clusters
  Score: Raw -112948.201734 + Penalty 2293.537019 = -110654.664715
  nChanged 27
		SP:Iteration 5Q (109188.260000 sec): 3 clusters
  Score: Raw -112979.406839 + Penalty 2293.537019 = -110685.869820
  nChanged 22
		SP:Iteration 6Q (109188.430000 sec): 3 clusters
  Score: Raw -113009.370771 + Penalty 2293.537019 = -110715.833752
  nChanged 32
		SP:Iteration 7Q (109188.610000 sec): 3 clusters
  Score: Raw -113057.306929 + Penalty 2293.537019 = -110763.769910
  nChanged 36
		SP:Iteration 8Q (109188.820000 sec): 3 clusters
  Score: Raw -113120.559603 + Penalty 2293.537019 = -110827.022584
  nChanged 43
		SP:Iteration 9Q (109188.970000 sec): 3 clusters
  Score: Raw -113197.208576 + Penalty 2293.537019 = -110903.671557
  nChanged 59
		SP:Iteration 10F (109189.210000 sec): 3 clusters
  Score: Raw -113302.199738 + Penalty 2293.537019 = -111008.662719
  nChanged 47
		SP:Iteration 11Q (109189.350000 sec): 3 clusters
  Score: Raw -113364.868439 + Penalty 2293.537019 = -111071.331420
  nChanged 39
		SP:Iteration 12Q (109189.570000 sec): 3 clusters
  Score: Raw -113413.799157 + Penalty 2293.537019 = -111120.262138
  nChanged 30
		SP:Iteration 13Q (109189.730000 sec): 3 clusters
  Score: Raw -113459.909946 + Penalty 2293.537019 = -111166.372927
  nChanged 31
		SP:Iteration 14Q (109189.910000 sec): 3 clusters
  Score: Raw -113506.522850 + Penalty 2293.537019 = -111212.985831
  nChanged 25
		SP:Iteration 15Q (109190.130000 sec): 3 clusters
  Score: Raw -113538.351486 + Penalty 2293.537019 = -111244.814467
  nChanged 18
		SP:Iteration 16Q (109190.320000 sec): 3 clusters
  Score: Raw -113563.149618 + Penalty 2293.537019 = -111269.612599
  nChanged 19
		SP:Iteration 17Q (109190.490000 sec): 3 clusters
  Score: Raw -113586.897331 + Penalty 2293.537019 = -111293.360312
  nChanged 18
		SP:Iteration 18Q (109190.650000 sec): 3 clusters
  Score: Raw -113608.702224 + Penalty 2293.537019 = -111315.165205
  nChanged 9
		SP:Iteration 19Q (109190.820000 sec): 3 clusters
  Score: Raw -113628.387912 + Penalty 2293.537019 = -111334.850893
  nChanged 14
		SP:Iteration 20F (109191.010000 sec): 3 clusters
  Score: Raw -113654.022832 + Penalty 2293.537019 = -111360.485813
  nChanged 12
		SP:Iteration 21Q (109191.170000 sec): 3 clusters
  Score: Raw -113678.458008 + Penalty 2293.537019 = -111384.920989
  nChanged 14
		SP:Iteration 22Q (109191.350000 sec): 3 clusters
  Score: Raw -113711.119086 + Penalty 2293.537019 = -111417.582067
  nChanged 13
		SP:Iteration 23Q (109191.560000 sec): 3 clusters
  Score: Raw -113734.814183 + Penalty 2293.537019 = -111441.277164
  nChanged 13
		SP:Iteration 24Q (109191.730000 sec): 3 clusters
  Score: Raw -113756.089878 + Penalty 2293.537019 = -111462.552859
  nChanged 14
		SP:Iteration 25Q (109191.900000 sec): 3 clusters
  Score: Raw -113782.270207 + Penalty 2293.537019 = -111488.733188
  nChanged 8
		SP:Iteration 26Q (109192.030000 sec): 3 clusters
  Score: Raw -113791.397349 + Penalty 2293.537019 = -111497.860330
  nChanged 4
		SP:Iteration 27Q (109192.250000 sec): 3 clusters
  Score: Raw -113799.461737 + Penalty 2293.537019 = -111505.924718
  nChanged 3
		SP:Iteration 28Q (109192.410000 sec): 3 clusters
  Score: Raw -113803.548420 + Penalty 2293.537019 = -111510.011401
  nChanged 3
		SP:Iteration 29Q (109192.630000 sec): 3 clusters
  Score: Raw -113809.785749 + Penalty 2293.537019 = -111516.248730
  nChanged 5
		SP:Iteration 30Q (109192.830000 sec): 3 clusters
  Score: Raw -113820.570099 + Penalty 2293.537019 = -111527.033080
  nChanged 5
		SP:Iteration 31Q (109192.990000 sec): 3 clusters
  Score: Raw -113829.940075 + Penalty 2293.537019 = -111536.403056
  nChanged 6
		SP:Iteration 32Q (109193.150000 sec): 3 clusters
  Score: Raw -113853.328714 + Penalty 2293.537019 = -111559.791694
  nChanged 11
		SP:Iteration 33Q (109193.280000 sec): 3 clusters
  Score: Raw -113880.058700 + Penalty 2293.537019 = -111586.521680
  nChanged 12
		SP:Iteration 34Q (109193.470000 sec): 3 clusters
  Score: Raw -113906.021023 + Penalty 2293.537019 = -111612.484004
  nChanged 8
		SP:Iteration 35Q (109193.630000 sec): 3 clusters
  Score: Raw -113928.765589 + Penalty 2293.537019 = -111635.228570
  nChanged 11
		SP:Iteration 36Q (109193.790000 sec): 3 clusters
  Score: Raw -113952.024095 + Penalty 2293.537019 = -111658.487076
  nChanged 5
		SP:Iteration 37Q (109193.940000 sec): 3 clusters
  Score: Raw -113961.727953 + Penalty 2293.537019 = -111668.190934
  nChanged 4
		SP:Iteration 38Q (109194.170000 sec): 3 clusters
  Score: Raw -113971.271359 + Penalty 2293.537019 = -111677.734340
  nChanged 4
		SP:Iteration 39Q (109194.310000 sec): 3 clusters
  Score: Raw -113986.287382 + Penalty 2293.537019 = -111692.750363
  nChanged 6
		SP:Iteration 40F (109194.480000 sec): 3 clusters
  Score: Raw -113999.703052 + Penalty 2293.537019 = -111706.166033
  nChanged 2
		SP:Iteration 41Q (109194.690000 sec): 3 clusters
  Score: Raw -114002.552943 + Penalty 2293.537019 = -111709.015924
  nChanged 1
		SP:Iteration 42Q (109194.830000 sec): 3 clusters
  Score: Raw -114004.050508 + Penalty 2293.537019 = -111710.513489
  nChanged 1
		SP:Iteration 43Q (109194.950000 sec): 3 clusters
  Score: Raw -114005.893069 + Penalty 2293.537019 = -111712.356050
  nChanged 2
		SP:Iteration 44Q (109195.120000 sec): 3 clusters
  Score: Raw -114010.255458 + Penalty 2293.537019 = -111716.718439
  nChanged 2
		SP:Iteration 45Q (109195.330000 sec): 3 clusters
  Score: Raw -114013.417307 + Penalty 2293.537019 = -111719.880288
  nChanged 2
		SP:Iteration 46Q (109195.510000 sec): 3 clusters
  Score: Raw -114018.176564 + Penalty 2293.537019 = -111724.639545
  nChanged 1
		SP:Iteration 47Q (109195.690000 sec): 3 clusters
  Score: Raw -114020.033164 + Penalty 2293.537019 = -111726.496145
  nChanged 1
		SP:Iteration 48Q (109195.840000 sec): 3 clusters
  Score: Raw -114021.121983 + Penalty 2293.537019 = -111727.584964
  nChanged 0
		SP:Iteration 49F (109196.010000 sec): 3 clusters
  Score: Raw -114021.121983 + Penalty 2293.537019 = -111727.584964
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109196.110000 sec): 2 clusters
  Score: Raw -194230.000243 + Penalty 1233.020298 = -192996.979945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109196.260000 sec): 3 clusters
  Score: Raw -193394.221458 + Penalty 2466.040596 = -190928.180861
  nChanged 672
		SP:Iteration 1F (109196.360000 sec): 3 clusters
  Score: Raw -193846.666713 + Penalty 2466.040596 = -191380.626117
  nChanged 153
		SP:Iteration 2F (109196.540000 sec): 3 clusters
  Score: Raw -193966.486831 + Penalty 2466.040596 = -191500.446235
  nChanged 93
		SP:Iteration 3Q (109196.730000 sec): 3 clusters
  Score: Raw -194031.638429 + Penalty 2466.040596 = -191565.597832
  nChanged 68
		SP:Iteration 4Q (109196.950000 sec): 3 clusters
  Score: Raw -194089.045448 + Penalty 2466.040596 = -191623.004851
  nChanged 61
		SP:Iteration 5Q (109197.110000 sec): 3 clusters
  Score: Raw -194128.689926 + Penalty 2466.040596 = -191662.649330
  nChanged 51
		SP:Iteration 6Q (109197.300000 sec): 3 clusters
  Score: Raw -194163.516005 + Penalty 2466.040596 = -191697.475409
  nChanged 46
		SP:Iteration 7Q (109197.440000 sec): 3 clusters
  Score: Raw -194194.409574 + Penalty 2466.040596 = -191728.368978
  nChanged 40
		SP:Iteration 8Q (109197.630000 sec): 3 clusters
  Score: Raw -194217.184642 + Penalty 2466.040596 = -191751.144046
  nChanged 36
		SP:Iteration 9Q (109197.800000 sec): 3 clusters
  Score: Raw -194234.362875 + Penalty 2466.040596 = -191768.322279
  nChanged 28
		SP:Iteration 10Q (109198.000000 sec): 3 clusters
  Score: Raw -194250.238656 + Penalty 2466.040596 = -191784.198060
  nChanged 35
		SP:Iteration 11Q (109198.150000 sec): 3 clusters
  Score: Raw -194271.080981 + Penalty 2466.040596 = -191805.040384
  nChanged 39
		SP:Iteration 12Q (109198.320000 sec): 3 clusters
  Score: Raw -194298.175996 + Penalty 2466.040596 = -191832.135400
  nChanged 43
		SP:Iteration 13Q (109198.540000 sec): 3 clusters
  Score: Raw -194326.679692 + Penalty 2466.040596 = -191860.639095
  nChanged 49
		SP:Iteration 14Q (109198.700000 sec): 3 clusters
  Score: Raw -194364.721763 + Penalty 2466.040596 = -191898.681166
  nChanged 52
		SP:Iteration 15Q (109198.860000 sec): 3 clusters
  Score: Raw -194406.097289 + Penalty 2466.040596 = -191940.056692
  nChanged 47
		SP:Iteration 16Q (109199.030000 sec): 3 clusters
  Score: Raw -194438.791059 + Penalty 2466.040596 = -191972.750463
  nChanged 38
		SP:Iteration 17Q (109199.160000 sec): 3 clusters
  Score: Raw -194466.027970 + Penalty 2466.040596 = -191999.987374
  nChanged 43
		SP:Iteration 18Q (109199.360000 sec): 3 clusters
  Score: Raw -194499.569660 + Penalty 2466.040596 = -192033.529063
  nChanged 42
		SP:Iteration 19Q (109199.500000 sec): 3 clusters
  Score: Raw -194534.755066 + Penalty 2466.040596 = -192068.714470
  nChanged 36
		SP:Iteration 20F (109199.710000 sec): 3 clusters
  Score: Raw -194563.250630 + Penalty 2466.040596 = -192097.210033
  nChanged 36
		SP:Iteration 21Q (109199.900000 sec): 3 clusters
  Score: Raw -194594.482889 + Penalty 2466.040596 = -192128.442293
  nChanged 34
		SP:Iteration 22Q (109200.080000 sec): 3 clusters
  Score: Raw -194619.086645 + Penalty 2466.040596 = -192153.046049
  nChanged 30
		SP:Iteration 23Q (109200.260000 sec): 3 clusters
  Score: Raw -194641.027161 + Penalty 2466.040596 = -192174.986565
  nChanged 29
		SP:Iteration 24Q (109200.400000 sec): 3 clusters
  Score: Raw -194664.307748 + Penalty 2466.040596 = -192198.267151
  nChanged 24
		SP:Iteration 25Q (109200.600000 sec): 3 clusters
  Score: Raw -194684.784521 + Penalty 2466.040596 = -192218.743925
  nChanged 12
		SP:Iteration 26Q (109200.830000 sec): 3 clusters
  Score: Raw -194692.401057 + Penalty 2466.040596 = -192226.360460
  nChanged 8
		SP:Iteration 27Q (109201.020000 sec): 3 clusters
  Score: Raw -194697.151913 + Penalty 2466.040596 = -192231.111317
  nChanged 9
		SP:Iteration 28Q (109201.200000 sec): 3 clusters
  Score: Raw -194704.053376 + Penalty 2466.040596 = -192238.012780
  nChanged 8
		SP:Iteration 29Q (109201.400000 sec): 3 clusters
  Score: Raw -194708.873098 + Penalty 2466.040596 = -192242.832502
  nChanged 6
		SP:Iteration 30Q (109201.540000 sec): 3 clusters
  Score: Raw -194714.240161 + Penalty 2466.040596 = -192248.199565
  nChanged 7
		SP:Iteration 31Q (109201.760000 sec): 3 clusters
  Score: Raw -194722.590572 + Penalty 2466.040596 = -192256.549976
  nChanged 5
		SP:Iteration 32Q (109201.940000 sec): 3 clusters
  Score: Raw -194725.345347 + Penalty 2466.040596 = -192259.304751
  nChanged 1
		SP:Iteration 33Q (109202.130000 sec): 3 clusters
  Score: Raw -194726.164236 + Penalty 2466.040596 = -192260.123639
  nChanged 2
		SP:Iteration 34Q (109202.330000 sec): 3 clusters
  Score: Raw -194727.611781 + Penalty 2466.040596 = -192261.571185
  nChanged 0
		SP:Iteration 35F (109202.480000 sec): 3 clusters
  Score: Raw -194727.611781 + Penalty 2466.040596 = -192261.571185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109202.610000 sec): 2 clusters
  Score: Raw -389878.493189 + Penalty 1351.716328 = -388526.776861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109202.810000 sec): 3 clusters
  Score: Raw -387871.904638 + Penalty 2703.432657 = -385168.471981
  nChanged 1605
		SP:Iteration 1F (109203.010000 sec): 3 clusters
  Score: Raw -388883.344825 + Penalty 2703.432657 = -386179.912168
  nChanged 359
		SP:Iteration 2F (109203.160000 sec): 3 clusters
  Score: Raw -389176.039628 + Penalty 2703.432657 = -386472.606971
  nChanged 304
		SP:Iteration 3F (109203.370000 sec): 3 clusters
  Score: Raw -389437.069685 + Penalty 2703.432657 = -386733.637028
  nChanged 282
		SP:Iteration 4F (109203.530000 sec): 3 clusters
  Score: Raw -389686.511035 + Penalty 2703.432657 = -386983.078378
  nChanged 247
		SP:Iteration 5F (109203.680000 sec): 3 clusters
  Score: Raw -389905.662341 + Penalty 2703.432657 = -387202.229684
  nChanged 223
		SP:Iteration 6F (109203.900000 sec): 3 clusters
  Score: Raw -390097.981944 + Penalty 2703.432657 = -387394.549287
  nChanged 176
		SP:Iteration 7Q (109204.060000 sec): 3 clusters
  Score: Raw -390232.982681 + Penalty 2703.432657 = -387529.550024
  nChanged 139
		SP:Iteration 8Q (109204.250000 sec): 3 clusters
  Score: Raw -390339.804352 + Penalty 2703.432657 = -387636.371696
  nChanged 103
		SP:Iteration 9Q (109204.470000 sec): 3 clusters
  Score: Raw -390407.722651 + Penalty 2703.432657 = -387704.289994
  nChanged 81
		SP:Iteration 10Q (109204.650000 sec): 3 clusters
  Score: Raw -390459.664868 + Penalty 2703.432657 = -387756.232212
  nChanged 61
		SP:Iteration 11Q (109204.830000 sec): 3 clusters
  Score: Raw -390490.560209 + Penalty 2703.432657 = -387787.127552
  nChanged 41
		SP:Iteration 12Q (109205.010000 sec): 3 clusters
  Score: Raw -390512.863485 + Penalty 2703.432657 = -387809.430828
  nChanged 31
		SP:Iteration 13Q (109205.190000 sec): 3 clusters
  Score: Raw -390525.406228 + Penalty 2703.432657 = -387821.973572
  nChanged 29
		SP:Iteration 14Q (109205.400000 sec): 3 clusters
  Score: Raw -390535.700879 + Penalty 2703.432657 = -387832.268222
  nChanged 13
		SP:Iteration 15Q (109205.570000 sec): 3 clusters
  Score: Raw -390539.754547 + Penalty 2703.432657 = -387836.321890
  nChanged 14
		SP:Iteration 16Q (109205.750000 sec): 3 clusters
  Score: Raw -390544.453911 + Penalty 2703.432657 = -387841.021254
  nChanged 8
		SP:Iteration 17Q (109205.960000 sec): 3 clusters
  Score: Raw -390549.799431 + Penalty 2703.432657 = -387846.366774
  nChanged 11
		SP:Iteration 18Q (109206.150000 sec): 3 clusters
  Score: Raw -390552.692733 + Penalty 2703.432657 = -387849.260076
  nChanged 1
		SP:Iteration 19Q (109206.310000 sec): 3 clusters
  Score: Raw -390553.089207 + Penalty 2703.432657 = -387849.656550
  nChanged 1
		SP:Iteration 20F (109206.490000 sec): 3 clusters
  Score: Raw -390553.556807 + Penalty 2703.432657 = -387850.124151
  nChanged 2
		SP:Iteration 21Q (109206.660000 sec): 3 clusters
  Score: Raw -390554.615328 + Penalty 2703.432657 = -387851.182671
  nChanged 3
		SP:Iteration 22Q (109206.840000 sec): 3 clusters
  Score: Raw -390555.923540 + Penalty 2703.432657 = -387852.490883
  nChanged 2
		SP:Iteration 23Q (109207.010000 sec): 3 clusters
  Score: Raw -390556.360051 + Penalty 2703.432657 = -387852.927394
  nChanged 3
		SP:Iteration 24Q (109207.190000 sec): 3 clusters
  Score: Raw -390557.475728 + Penalty 2703.432657 = -387854.043071
  nChanged 1
		SP:Iteration 25Q (109207.350000 sec): 3 clusters
  Score: Raw -390557.652099 + Penalty 2703.432657 = -387854.219442
  nChanged 2
		SP:Iteration 26Q (109207.550000 sec): 3 clusters
  Score: Raw -390558.232325 + Penalty 2703.432657 = -387854.799668
  nChanged 3
		SP:Iteration 27Q (109207.730000 sec): 3 clusters
  Score: Raw -390559.416790 + Penalty 2703.432657 = -387855.984133
  nChanged 3
		SP:Iteration 28Q (109207.870000 sec): 3 clusters
  Score: Raw -390560.605130 + Penalty 2703.432657 = -387857.172473
  nChanged 0
		SP:Iteration 29F (109208.070000 sec): 3 clusters
  Score: Raw -390560.605130 + Penalty 2703.432657 = -387857.172473
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109208.190000 sec): 2 clusters
  Score: Raw -1038111.228697 + Penalty 1501.578248 = -1036609.650449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109208.370000 sec): 3 clusters
  Score: Raw -1032180.215637 + Penalty 3003.156497 = -1029177.059140
  nChanged 4488
		SP:Iteration 1F (109208.590000 sec): 3 clusters
  Score: Raw -1034692.223041 + Penalty 3003.156497 = -1031689.066544
  nChanged 644
		SP:Iteration 2F (109208.780000 sec): 3 clusters
  Score: Raw -1035034.113118 + Penalty 3003.156497 = -1032030.956621
  nChanged 609
		SP:Iteration 3F (109209.000000 sec): 3 clusters
  Score: Raw -1035376.136635 + Penalty 3003.156497 = -1032372.980138
  nChanged 576
		SP:Iteration 4F (109209.260000 sec): 3 clusters
  Score: Raw -1035735.708685 + Penalty 3003.156497 = -1032732.552188
  nChanged 559
		SP:Iteration 5F (109209.490000 sec): 3 clusters
  Score: Raw -1036100.841390 + Penalty 3003.156497 = -1033097.684893
  nChanged 527
		SP:Iteration 6F (109209.670000 sec): 3 clusters
  Score: Raw -1036482.879474 + Penalty 3003.156497 = -1033479.722977
  nChanged 453
		SP:Iteration 7Q (109209.890000 sec): 3 clusters
  Score: Raw -1036841.407041 + Penalty 3003.156497 = -1033838.250544
  nChanged 403
		SP:Iteration 8Q (109210.130000 sec): 3 clusters
  Score: Raw -1037187.657043 + Penalty 3003.156497 = -1034184.500546
  nChanged 351
		SP:Iteration 9Q (109210.300000 sec): 3 clusters
  Score: Raw -1037465.370812 + Penalty 3003.156497 = -1034462.214315
  nChanged 275
		SP:Iteration 10Q (109210.550000 sec): 3 clusters
  Score: Raw -1037680.385939 + Penalty 3003.156497 = -1034677.229442
  nChanged 216
		SP:Iteration 11Q (109210.770000 sec): 3 clusters
  Score: Raw -1037840.001933 + Penalty 3003.156497 = -1034836.845436
  nChanged 155
		SP:Iteration 12Q (109210.980000 sec): 3 clusters
  Score: Raw -1037928.855593 + Penalty 3003.156497 = -1034925.699096
  nChanged 110
		SP:Iteration 13Q (109211.230000 sec): 3 clusters
  Score: Raw -1037998.665093 + Penalty 3003.156497 = -1034995.508596
  nChanged 111
		SP:Iteration 14Q (109211.390000 sec): 3 clusters
  Score: Raw -1038068.475414 + Penalty 3003.156497 = -1035065.318917
  nChanged 91
		SP:Iteration 15Q (109211.620000 sec): 3 clusters
  Score: Raw -1038125.045125 + Penalty 3003.156497 = -1035121.888628
  nChanged 75
		SP:Iteration 16Q (109211.800000 sec): 3 clusters
  Score: Raw -1038157.999270 + Penalty 3003.156497 = -1035154.842773
  nChanged 47
		SP:Iteration 17Q (109212.020000 sec): 3 clusters
  Score: Raw -1038188.169225 + Penalty 3003.156497 = -1035185.012728
  nChanged 44
		SP:Iteration 18Q (109212.230000 sec): 3 clusters
  Score: Raw -1038219.227779 + Penalty 3003.156497 = -1035216.071282
  nChanged 47
		SP:Iteration 19Q (109212.450000 sec): 3 clusters
  Score: Raw -1038248.155557 + Penalty 3003.156497 = -1035244.999060
  nChanged 43
		SP:Iteration 20F (109212.680000 sec): 3 clusters
  Score: Raw -1038268.841753 + Penalty 3003.156497 = -1035265.685256
  nChanged 35
		SP:Iteration 21Q (109212.880000 sec): 3 clusters
  Score: Raw -1038288.058001 + Penalty 3003.156497 = -1035284.901504
  nChanged 35
		SP:Iteration 22Q (109213.070000 sec): 3 clusters
  Score: Raw -1038303.292303 + Penalty 3003.156497 = -1035300.135806
  nChanged 19
		SP:Iteration 23Q (109213.290000 sec): 3 clusters
  Score: Raw -1038312.264702 + Penalty 3003.156497 = -1035309.108205
  nChanged 19
		SP:Iteration 24Q (109213.490000 sec): 3 clusters
  Score: Raw -1038320.249677 + Penalty 3003.156497 = -1035317.093180
  nChanged 18
		SP:Iteration 25Q (109213.740000 sec): 3 clusters
  Score: Raw -1038327.819539 + Penalty 3003.156497 = -1035324.663042
  nChanged 13
		SP:Iteration 26Q (109213.910000 sec): 3 clusters
  Score: Raw -1038332.907410 + Penalty 3003.156497 = -1035329.750913
  nChanged 12
		SP:Iteration 27Q (109214.120000 sec): 3 clusters
  Score: Raw -1038336.855276 + Penalty 3003.156497 = -1035333.698779
  nChanged 13
		SP:Iteration 28Q (109214.320000 sec): 3 clusters
  Score: Raw -1038342.152864 + Penalty 3003.156497 = -1035338.996367
  nChanged 12
		SP:Iteration 29Q (109214.550000 sec): 3 clusters
  Score: Raw -1038347.662925 + Penalty 3003.156497 = -1035344.506428
  nChanged 16
		SP:Iteration 30Q (109214.800000 sec): 3 clusters
  Score: Raw -1038355.805374 + Penalty 3003.156497 = -1035352.648877
  nChanged 18
		SP:Iteration 31Q (109215.030000 sec): 3 clusters
  Score: Raw -1038362.702051 + Penalty 3003.156497 = -1035359.545554
  nChanged 10
		SP:Iteration 32Q (109215.290000 sec): 3 clusters
  Score: Raw -1038367.656027 + Penalty 3003.156497 = -1035364.499530
  nChanged 7
		SP:Iteration 33Q (109215.460000 sec): 3 clusters
  Score: Raw -1038369.435257 + Penalty 3003.156497 = -1035366.278760
  nChanged 5
		SP:Iteration 34Q (109215.640000 sec): 3 clusters
  Score: Raw -1038371.754059 + Penalty 3003.156497 = -1035368.597562
  nChanged 6
		SP:Iteration 35Q (109215.830000 sec): 3 clusters
  Score: Raw -1038374.406458 + Penalty 3003.156497 = -1035371.249961
  nChanged 7
		SP:Iteration 36Q (109216.050000 sec): 3 clusters
  Score: Raw -1038377.196014 + Penalty 3003.156497 = -1035374.039517
  nChanged 6
		SP:Iteration 37Q (109216.250000 sec): 3 clusters
  Score: Raw -1038379.459308 + Penalty 3003.156497 = -1035376.302811
  nChanged 4
		SP:Iteration 38Q (109216.450000 sec): 3 clusters
  Score: Raw -1038381.256562 + Penalty 3003.156497 = -1035378.100065
  nChanged 9
		SP:Iteration 39Q (109216.670000 sec): 3 clusters
  Score: Raw -1038385.493633 + Penalty 3003.156497 = -1035382.337136
  nChanged 7
		SP:Iteration 40F (109216.930000 sec): 3 clusters
  Score: Raw -1038388.392191 + Penalty 3003.156497 = -1035385.235694
  nChanged 4
		SP:Iteration 41Q (109217.110000 sec): 3 clusters
  Score: Raw -1038389.655626 + Penalty 3003.156497 = -1035386.499129
  nChanged 4
		SP:Iteration 42Q (109217.340000 sec): 3 clusters
  Score: Raw -1038391.394847 + Penalty 3003.156497 = -1035388.238350
  nChanged 2
		SP:Iteration 43Q (109217.550000 sec): 3 clusters
  Score: Raw -1038392.470121 + Penalty 3003.156497 = -1035389.313625
  nChanged 4
		SP:Iteration 44Q (109217.680000 sec): 3 clusters
  Score: Raw -1038394.526108 + Penalty 3003.156497 = -1035391.369611
  nChanged 7
		SP:Iteration 45Q (109217.900000 sec): 3 clusters
  Score: Raw -1038399.421846 + Penalty 3003.156497 = -1035396.265349
  nChanged 8
		SP:Iteration 46Q (109218.110000 sec): 3 clusters
  Score: Raw -1038403.589318 + Penalty 3003.156497 = -1035400.432821
  nChanged 5
		SP:Iteration 47Q (109218.270000 sec): 3 clusters
  Score: Raw -1038406.068240 + Penalty 3003.156497 = -1035402.911743
  nChanged 6
		SP:Iteration 48Q (109218.490000 sec): 3 clusters
  Score: Raw -1038410.272883 + Penalty 3003.156497 = -1035407.116386
  nChanged 9
		SP:Iteration 49Q (109218.690000 sec): 3 clusters
  Score: Raw -1038415.289733 + Penalty 3003.156497 = -1035412.133236
  nChanged 6
		SP:Iteration 50Q (109218.860000 sec): 3 clusters
  Score: Raw -1038418.523241 + Penalty 3003.156497 = -1035415.366744
  nChanged 10
		SP:Iteration 51Q (109219.090000 sec): 3 clusters
  Score: Raw -1038426.619588 + Penalty 3003.156497 = -1035423.463091
  nChanged 11
		SP:Iteration 52Q (109219.270000 sec): 3 clusters
  Score: Raw -1038432.428646 + Penalty 3003.156497 = -1035429.272150
  nChanged 7
		SP:Iteration 53Q (109219.460000 sec): 3 clusters
  Score: Raw -1038436.202432 + Penalty 3003.156497 = -1035433.045935
  nChanged 5
		SP:Iteration 54Q (109219.620000 sec): 3 clusters
  Score: Raw -1038438.403018 + Penalty 3003.156497 = -1035435.246521
  nChanged 6
		SP:Iteration 55Q (109219.880000 sec): 3 clusters
  Score: Raw -1038441.614482 + Penalty 3003.156497 = -1035438.457985
  nChanged 6
		SP:Iteration 56Q (109220.060000 sec): 3 clusters
  Score: Raw -1038444.845115 + Penalty 3003.156497 = -1035441.688618
  nChanged 5
		SP:Iteration 57Q (109220.280000 sec): 3 clusters
  Score: Raw -1038446.668000 + Penalty 3003.156497 = -1035443.511503
  nChanged 4
		SP:Iteration 58Q (109220.500000 sec): 3 clusters
  Score: Raw -1038448.998965 + Penalty 3003.156497 = -1035445.842468
  nChanged 2
		SP:Iteration 59Q (109220.710000 sec): 3 clusters
  Score: Raw -1038450.000918 + Penalty 3003.156497 = -1035446.844421
  nChanged 0
		SP:Iteration 60F (109220.920000 sec): 3 clusters
  Score: Raw -1038450.000918 + Penalty 3003.156497 = -1035446.844421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109221.060000 sec): 2 clusters
  Score: Raw -533023.298541 + Penalty 1390.978788 = -531632.319753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109221.230000 sec): 3 clusters
  Score: Raw -530287.611054 + Penalty 2781.957576 = -527505.653478
  nChanged 2090
		SP:Iteration 1F (109221.400000 sec): 3 clusters
  Score: Raw -531356.198601 + Penalty 2781.957576 = -528574.241025
  nChanged 353
		SP:Iteration 2F (109221.550000 sec): 3 clusters
  Score: Raw -531537.020997 + Penalty 2781.957576 = -528755.063421
  nChanged 291
		SP:Iteration 3F (109221.730000 sec): 3 clusters
  Score: Raw -531680.620547 + Penalty 2781.957576 = -528898.662971
  nChanged 231
		SP:Iteration 4Q (109221.920000 sec): 3 clusters
  Score: Raw -531781.417896 + Penalty 2781.957576 = -528999.460319
  nChanged 171
		SP:Iteration 5Q (109222.100000 sec): 3 clusters
  Score: Raw -531862.768133 + Penalty 2781.957576 = -529080.810556
  nChanged 186
		SP:Iteration 6Q (109222.300000 sec): 3 clusters
  Score: Raw -531957.268406 + Penalty 2781.957576 = -529175.310829
  nChanged 169
		SP:Iteration 7Q (109222.500000 sec): 3 clusters
  Score: Raw -532030.621918 + Penalty 2781.957576 = -529248.664341
  nChanged 147
		SP:Iteration 8Q (109222.740000 sec): 3 clusters
  Score: Raw -532096.938239 + Penalty 2781.957576 = -529314.980663
  nChanged 142
		SP:Iteration 9Q (109222.900000 sec): 3 clusters
  Score: Raw -532163.113820 + Penalty 2781.957576 = -529381.156244
  nChanged 137
		SP:Iteration 10Q (109223.130000 sec): 3 clusters
  Score: Raw -532220.127352 + Penalty 2781.957576 = -529438.169776
  nChanged 129
		SP:Iteration 11Q (109223.300000 sec): 3 clusters
  Score: Raw -532272.714062 + Penalty 2781.957576 = -529490.756486
  nChanged 116
		SP:Iteration 12Q (109223.450000 sec): 3 clusters
  Score: Raw -532320.244779 + Penalty 2781.957576 = -529538.287203
  nChanged 107
		SP:Iteration 13Q (109223.640000 sec): 3 clusters
  Score: Raw -532364.228559 + Penalty 2781.957576 = -529582.270983
  nChanged 108
		SP:Iteration 14Q (109223.840000 sec): 3 clusters
  Score: Raw -532406.706223 + Penalty 2781.957576 = -529624.748646
  nChanged 101
		SP:Iteration 15Q (109224.070000 sec): 3 clusters
  Score: Raw -532445.819293 + Penalty 2781.957576 = -529663.861717
  nChanged 90
		SP:Iteration 16Q (109224.230000 sec): 3 clusters
  Score: Raw -532482.050331 + Penalty 2781.957576 = -529700.092755
  nChanged 76
		SP:Iteration 17Q (109224.420000 sec): 3 clusters
  Score: Raw -532515.135375 + Penalty 2781.957576 = -529733.177799
  nChanged 79
		SP:Iteration 18Q (109224.610000 sec): 3 clusters
  Score: Raw -532548.960666 + Penalty 2781.957576 = -529767.003090
  nChanged 73
		SP:Iteration 19Q (109224.800000 sec): 3 clusters
  Score: Raw -532580.131428 + Penalty 2781.957576 = -529798.173852
  nChanged 77
		SP:Iteration 20F (109224.970000 sec): 3 clusters
  Score: Raw -532612.970757 + Penalty 2781.957576 = -529831.013180
  nChanged 66
		SP:Iteration 21Q (109225.190000 sec): 3 clusters
  Score: Raw -532650.096276 + Penalty 2781.957576 = -529868.138700
  nChanged 74
		SP:Iteration 22Q (109225.380000 sec): 3 clusters
  Score: Raw -532690.856795 + Penalty 2781.957576 = -529908.899219
  nChanged 73
		SP:Iteration 23Q (109225.520000 sec): 3 clusters
  Score: Raw -532733.062524 + Penalty 2781.957576 = -529951.104948
  nChanged 71
		SP:Iteration 24Q (109225.750000 sec): 3 clusters
  Score: Raw -532769.300369 + Penalty 2781.957576 = -529987.342793
  nChanged 60
		SP:Iteration 25Q (109225.920000 sec): 3 clusters
  Score: Raw -532795.858210 + Penalty 2781.957576 = -530013.900634
  nChanged 59
		SP:Iteration 26Q (109226.150000 sec): 3 clusters
  Score: Raw -532820.938320 + Penalty 2781.957576 = -530038.980744
  nChanged 49
		SP:Iteration 27Q (109226.310000 sec): 3 clusters
  Score: Raw -532841.515697 + Penalty 2781.957576 = -530059.558121
  nChanged 48
		SP:Iteration 28Q (109226.510000 sec): 3 clusters
  Score: Raw -532857.056934 + Penalty 2781.957576 = -530075.099358
  nChanged 33
		SP:Iteration 29Q (109226.720000 sec): 3 clusters
  Score: Raw -532864.708435 + Penalty 2781.957576 = -530082.750858
  nChanged 25
		SP:Iteration 30Q (109226.890000 sec): 3 clusters
  Score: Raw -532870.705959 + Penalty 2781.957576 = -530088.748382
  nChanged 11
		SP:Iteration 31Q (109227.090000 sec): 3 clusters
  Score: Raw -532874.047174 + Penalty 2781.957576 = -530092.089598
  nChanged 9
		SP:Iteration 32Q (109227.270000 sec): 3 clusters
  Score: Raw -532877.351726 + Penalty 2781.957576 = -530095.394149
  nChanged 9
		SP:Iteration 33Q (109227.490000 sec): 3 clusters
  Score: Raw -532880.685761 + Penalty 2781.957576 = -530098.728185
  nChanged 9
		SP:Iteration 34Q (109227.710000 sec): 3 clusters
  Score: Raw -532884.089873 + Penalty 2781.957576 = -530102.132297
  nChanged 9
		SP:Iteration 35Q (109227.880000 sec): 3 clusters
  Score: Raw -532886.235587 + Penalty 2781.957576 = -530104.278010
  nChanged 3
		SP:Iteration 36Q (109228.050000 sec): 3 clusters
  Score: Raw -532886.846966 + Penalty 2781.957576 = -530104.889390
  nChanged 3
		SP:Iteration 37Q (109228.240000 sec): 3 clusters
  Score: Raw -532887.341896 + Penalty 2781.957576 = -530105.384320
  nChanged 2
		SP:Iteration 38Q (109228.450000 sec): 3 clusters
  Score: Raw -532888.080941 + Penalty 2781.957576 = -530106.123365
  nChanged 4
		SP:Iteration 39Q (109228.620000 sec): 3 clusters
  Score: Raw -532890.377966 + Penalty 2781.957576 = -530108.420389
  nChanged 6
		SP:Iteration 40F (109228.830000 sec): 3 clusters
  Score: Raw -532891.673414 + Penalty 2781.957576 = -530109.715838
  nChanged 2
		SP:Iteration 41Q (109228.990000 sec): 3 clusters
  Score: Raw -532892.093377 + Penalty 2781.957576 = -530110.135801
  nChanged 2
		SP:Iteration 42Q (109229.190000 sec): 3 clusters
  Score: Raw -532892.506996 + Penalty 2781.957576 = -530110.549420
  nChanged 0
		SP:Iteration 43F (109229.400000 sec): 3 clusters
  Score: Raw -532892.506996 + Penalty 2781.957576 = -530110.549420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109229.480000 sec): 2 clusters
  Score: Raw -270072.079540 + Penalty 1283.672727 = -268788.406813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109229.650000 sec): 3 clusters
  Score: Raw -268845.598270 + Penalty 2567.345453 = -266278.252816
  nChanged 1020
		SP:Iteration 1F (109229.800000 sec): 3 clusters
  Score: Raw -269572.376950 + Penalty 2567.345453 = -267005.031496
  nChanged 304
		SP:Iteration 2F (109229.940000 sec): 3 clusters
  Score: Raw -270000.119621 + Penalty 2567.345453 = -267432.774168
  nChanged 270
		SP:Iteration 3F (109230.050000 sec): 3 clusters
  Score: Raw -270401.451004 + Penalty 2567.345453 = -267834.105551
  nChanged 217
		SP:Iteration 4F (109230.210000 sec): 3 clusters
  Score: Raw -270751.186474 + Penalty 2567.345453 = -268183.841021
  nChanged 177
		SP:Iteration 5F (109230.440000 sec): 3 clusters
  Score: Raw -270992.433774 + Penalty 2567.345453 = -268425.088320
  nChanged 119
		SP:Iteration 6Q (109230.590000 sec): 3 clusters
  Score: Raw -271117.460603 + Penalty 2567.345453 = -268550.115149
  nChanged 77
		SP:Iteration 7Q (109230.800000 sec): 3 clusters
  Score: Raw -271166.551016 + Penalty 2567.345453 = -268599.205562
  nChanged 37
		SP:Iteration 8Q (109230.910000 sec): 3 clusters
  Score: Raw -271189.387733 + Penalty 2567.345453 = -268622.042279
  nChanged 23
		SP:Iteration 9Q (109231.020000 sec): 3 clusters
  Score: Raw -271202.246233 + Penalty 2567.345453 = -268634.900780
  nChanged 15
		SP:Iteration 10Q (109231.200000 sec): 3 clusters
  Score: Raw -271208.008855 + Penalty 2567.345453 = -268640.663401
  nChanged 13
		SP:Iteration 11Q (109231.380000 sec): 3 clusters
  Score: Raw -271214.511388 + Penalty 2567.345453 = -268647.165934
  nChanged 12
		SP:Iteration 12Q (109231.580000 sec): 3 clusters
  Score: Raw -271219.738602 + Penalty 2567.345453 = -268652.393148
  nChanged 5
		SP:Iteration 13Q (109231.730000 sec): 3 clusters
  Score: Raw -271222.409562 + Penalty 2567.345453 = -268655.064109
  nChanged 3
		SP:Iteration 14Q (109231.860000 sec): 3 clusters
  Score: Raw -271223.979264 + Penalty 2567.345453 = -268656.633810
  nChanged 7
		SP:Iteration 15Q (109232.000000 sec): 3 clusters
  Score: Raw -271226.262526 + Penalty 2567.345453 = -268658.917073
  nChanged 3
		SP:Iteration 16Q (109232.170000 sec): 3 clusters
  Score: Raw -271227.785479 + Penalty 2567.345453 = -268660.440026
  nChanged 2
		SP:Iteration 17Q (109232.350000 sec): 3 clusters
  Score: Raw -271228.421081 + Penalty 2567.345453 = -268661.075628
  nChanged 2
		SP:Iteration 18Q (109232.540000 sec): 3 clusters
  Score: Raw -271228.917698 + Penalty 2567.345453 = -268661.572244
  nChanged 0
		SP:Iteration 19F (109232.740000 sec): 3 clusters
  Score: Raw -271228.917698 + Penalty 2567.345453 = -268661.572244
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109234.360000 sec): 2 clusters
  Score: Raw -43143990.540806 + Penalty 2100.994747 = -43141889.546059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109236.700000 sec): 3 clusters
  Score: Raw -42866785.341633 + Penalty 4201.989494 = -42862583.352139
  nChanged 201604
		SP:Iteration 1F (109238.800000 sec): 3 clusters
  Score: Raw -42987462.553018 + Penalty 4201.989494 = -42983260.563524
  nChanged 9776
		SP:Iteration 2Q (109240.910000 sec): 3 clusters
  Score: Raw -42989650.368416 + Penalty 4201.989494 = -42985448.378922
  nChanged 12081
		SP:Iteration 3Q (109243.140000 sec): 3 clusters
  Score: Raw -42993351.116269 + Penalty 4201.989494 = -42989149.126775
  nChanged 16131
		SP:Iteration 4Q (109245.470000 sec): 3 clusters
  Score: Raw -43000144.131148 + Penalty 4201.989494 = -42995942.141654
  nChanged 22631
		SP:Iteration 5F (109247.550000 sec): 3 clusters
  Score: Raw -43013142.347691 + Penalty 4201.989494 = -43008940.358197
  nChanged 31149
		SP:Iteration 6F (109249.650000 sec): 3 clusters
  Score: Raw -43036594.249464 + Penalty 4201.989494 = -43032392.259970
  nChanged 37265
		SP:Iteration 7F (109252.070000 sec): 3 clusters
  Score: Raw -43070223.363620 + Penalty 4201.989494 = -43066021.374126
  nChanged 34771
		SP:Iteration 8F (109253.810000 sec): 3 clusters
  Score: Raw -43104444.611740 + Penalty 4201.989494 = -43100242.622246
  nChanged 23893
		SP:Iteration 9F (109255.750000 sec): 3 clusters
  Score: Raw -43128138.234663 + Penalty 4201.989494 = -43123936.245169
  nChanged 11545
		SP:Iteration 10Q (109257.370000 sec): 3 clusters
  Score: Raw -43139123.740084 + Penalty 4201.989494 = -43134921.750590
  nChanged 4053
		SP:Iteration 11Q (109258.970000 sec): 3 clusters
  Score: Raw -43142672.872769 + Penalty 4201.989494 = -43138470.883275
  nChanged 1182
		SP:Iteration 12Q (109260.520000 sec): 3 clusters
  Score: Raw -43143646.488014 + Penalty 4201.989494 = -43139444.498520
  nChanged 355
		SP:Iteration 13Q (109262.010000 sec): 3 clusters
  Score: Raw -43143953.778993 + Penalty 4201.989494 = -43139751.789499
  nChanged 149
		SP:Iteration 14Q (109263.640000 sec): 3 clusters
  Score: Raw -43144081.145726 + Penalty 4201.989494 = -43139879.156232
  nChanged 61
		SP:Iteration 15Q (109265.090000 sec): 3 clusters
  Score: Raw -43144141.470766 + Penalty 4201.989494 = -43139939.481272
  nChanged 36
		SP:Iteration 16Q (109266.640000 sec): 3 clusters
  Score: Raw -43144178.458105 + Penalty 4201.989494 = -43139976.468611
  nChanged 24
		SP:Iteration 17Q (109268.250000 sec): 3 clusters
  Score: Raw -43144202.252512 + Penalty 4201.989494 = -43140000.263018
  nChanged 17
		SP:Iteration 18Q (109269.920000 sec): 3 clusters
  Score: Raw -43144219.420294 + Penalty 4201.989494 = -43140017.430800
  nChanged 9
		SP:Iteration 19Q (109271.450000 sec): 3 clusters
  Score: Raw -43144229.276887 + Penalty 4201.989494 = -43140027.287393
  nChanged 7
		SP:Iteration 20F (109273.360000 sec): 3 clusters
  Score: Raw -43144237.661499 + Penalty 4201.989494 = -43140035.672005
  nChanged 6
		SP:Iteration 21Q (109274.950000 sec): 3 clusters
  Score: Raw -43144245.328635 + Penalty 4201.989494 = -43140043.339141
  nChanged 9
		SP:Iteration 22Q (109277.020000 sec): 3 clusters
  Score: Raw -43144252.314586 + Penalty 4201.989494 = -43140050.325092
  nChanged 5
		SP:Iteration 23Q (109279.130000 sec): 3 clusters
  Score: Raw -43144258.239018 + Penalty 4201.989494 = -43140056.249524
  nChanged 9
		SP:Iteration 24Q (109280.590000 sec): 3 clusters
  Score: Raw -43144267.118192 + Penalty 4201.989494 = -43140065.128698
  nChanged 5
		SP:Iteration 25Q (109282.100000 sec): 3 clusters
  Score: Raw -43144272.719144 + Penalty 4201.989494 = -43140070.729650
  nChanged 5
		SP:Iteration 26Q (109283.730000 sec): 3 clusters
  Score: Raw -43144277.497260 + Penalty 4201.989494 = -43140075.507766
  nChanged 6
		SP:Iteration 27Q (109285.450000 sec): 3 clusters
  Score: Raw -43144283.845983 + Penalty 4201.989494 = -43140081.856489
  nChanged 7
		SP:Iteration 28Q (109286.930000 sec): 3 clusters
  Score: Raw -43144290.457165 + Penalty 4201.989494 = -43140088.467671
  nChanged 3
		SP:Iteration 29Q (109288.560000 sec): 3 clusters
  Score: Raw -43144293.769547 + Penalty 4201.989494 = -43140091.780053
  nChanged 4
		SP:Iteration 30Q (109290.040000 sec): 3 clusters
  Score: Raw -43144296.502630 + Penalty 4201.989494 = -43140094.513136
  nChanged 3
		SP:Iteration 31Q (109291.410000 sec): 3 clusters
  Score: Raw -43144298.049442 + Penalty 4201.989494 = -43140096.059948
  nChanged 3
		SP:Iteration 32Q (109292.720000 sec): 3 clusters
  Score: Raw -43144299.256830 + Penalty 4201.989494 = -43140097.267336
  nChanged 0
		SP:Iteration 33F (109294.450000 sec): 3 clusters
  Score: Raw -43144299.256830 + Penalty 4201.989494 = -43140097.267336
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109294.820000 sec): 2 clusters
  Score: Raw -2505955.028882 + Penalty 1634.725636 = -2504320.303246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109295.070000 sec): 3 clusters
  Score: Raw -2491835.105433 + Penalty 3269.451273 = -2488565.654161
  nChanged 10626
		SP:Iteration 1F (109295.340000 sec): 3 clusters
  Score: Raw -2497545.442108 + Penalty 3269.451273 = -2494275.990835
  nChanged 1162
		SP:Iteration 2Q (109295.620000 sec): 3 clusters
  Score: Raw -2497973.320718 + Penalty 3269.451273 = -2494703.869445
  nChanged 1181
		SP:Iteration 3F (109295.940000 sec): 3 clusters
  Score: Raw -2498467.328053 + Penalty 3269.451273 = -2495197.876780
  nChanged 1239
		SP:Iteration 4F (109296.230000 sec): 3 clusters
  Score: Raw -2499073.340889 + Penalty 3269.451273 = -2495803.889617
  nChanged 1433
		SP:Iteration 5F (109296.510000 sec): 3 clusters
  Score: Raw -2499942.276616 + Penalty 3269.451273 = -2496672.825344
  nChanged 1600
		SP:Iteration 6F (109296.740000 sec): 3 clusters
  Score: Raw -2501081.342559 + Penalty 3269.451273 = -2497811.891287
  nChanged 1628
		SP:Iteration 7F (109297.020000 sec): 3 clusters
  Score: Raw -2502353.194655 + Penalty 3269.451273 = -2499083.743382
  nChanged 1451
		SP:Iteration 8F (109297.290000 sec): 3 clusters
  Score: Raw -2503563.567137 + Penalty 3269.451273 = -2500294.115864
  nChanged 1085
		SP:Iteration 9Q (109297.540000 sec): 3 clusters
  Score: Raw -2504480.087009 + Penalty 3269.451273 = -2501210.635737
  nChanged 787
		SP:Iteration 10Q (109297.850000 sec): 3 clusters
  Score: Raw -2505199.877649 + Penalty 3269.451273 = -2501930.426377
  nChanged 453
		SP:Iteration 11Q (109298.120000 sec): 3 clusters
  Score: Raw -2505613.428692 + Penalty 3269.451273 = -2502343.977419
  nChanged 223
		SP:Iteration 12Q (109298.380000 sec): 3 clusters
  Score: Raw -2505823.828686 + Penalty 3269.451273 = -2502554.377413
  nChanged 115
		SP:Iteration 13Q (109298.660000 sec): 3 clusters
  Score: Raw -2505935.482677 + Penalty 3269.451273 = -2502666.031404
  nChanged 66
		SP:Iteration 14Q (109298.910000 sec): 3 clusters
  Score: Raw -2506023.343845 + Penalty 3269.451273 = -2502753.892572
  nChanged 50
		SP:Iteration 15Q (109299.160000 sec): 3 clusters
  Score: Raw -2506066.809506 + Penalty 3269.451273 = -2502797.358234
  nChanged 29
		SP:Iteration 16Q (109299.410000 sec): 3 clusters
  Score: Raw -2506094.073797 + Penalty 3269.451273 = -2502824.622525
  nChanged 19
		SP:Iteration 17Q (109299.670000 sec): 3 clusters
  Score: Raw -2506113.929004 + Penalty 3269.451273 = -2502844.477731
  nChanged 11
		SP:Iteration 18Q (109299.910000 sec): 3 clusters
  Score: Raw -2506127.572524 + Penalty 3269.451273 = -2502858.121251
  nChanged 11
		SP:Iteration 19Q (109300.190000 sec): 3 clusters
  Score: Raw -2506137.805419 + Penalty 3269.451273 = -2502868.354146
  nChanged 8
		SP:Iteration 20F (109300.470000 sec): 3 clusters
  Score: Raw -2506142.096829 + Penalty 3269.451273 = -2502872.645556
  nChanged 4
		SP:Iteration 21Q (109300.720000 sec): 3 clusters
  Score: Raw -2506146.882830 + Penalty 3269.451273 = -2502877.431558
  nChanged 2
		SP:Iteration 22Q (109300.970000 sec): 3 clusters
  Score: Raw -2506148.855071 + Penalty 3269.451273 = -2502879.403798
  nChanged 1
		SP:Iteration 23Q (109301.230000 sec): 3 clusters
  Score: Raw -2506149.384111 + Penalty 3269.451273 = -2502879.932838
  nChanged 0
		SP:Iteration 24F (109301.480000 sec): 3 clusters
  Score: Raw -2506149.384111 + Penalty 3269.451273 = -2502879.932838
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109301.640000 sec): 2 clusters
  Score: Raw -2143367.476659 + Penalty 1622.887687 = -2141744.588972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109301.900000 sec): 3 clusters
  Score: Raw -2130425.414448 + Penalty 3245.775375 = -2127179.639073
  nChanged 9838
		SP:Iteration 1F (109302.140000 sec): 3 clusters
  Score: Raw -2136546.798245 + Penalty 3245.775375 = -2133301.022870
  nChanged 1587
		SP:Iteration 2F (109302.430000 sec): 3 clusters
  Score: Raw -2137600.750282 + Penalty 3245.775375 = -2134354.974907
  nChanged 1617
		SP:Iteration 3F (109302.700000 sec): 3 clusters
  Score: Raw -2138675.000411 + Penalty 3245.775375 = -2135429.225037
  nChanged 1544
		SP:Iteration 4F (109302.970000 sec): 3 clusters
  Score: Raw -2139746.054238 + Penalty 3245.775375 = -2136500.278864
  nChanged 1429
		SP:Iteration 5F (109303.270000 sec): 3 clusters
  Score: Raw -2140750.797742 + Penalty 3245.775375 = -2137505.022368
  nChanged 1173
		SP:Iteration 6F (109303.530000 sec): 3 clusters
  Score: Raw -2141647.378657 + Penalty 3245.775375 = -2138401.603282
  nChanged 930
		SP:Iteration 7Q (109303.800000 sec): 3 clusters
  Score: Raw -2142454.861269 + Penalty 3245.775375 = -2139209.085894
  nChanged 686
		SP:Iteration 8Q (109304.060000 sec): 3 clusters
  Score: Raw -2143040.815105 + Penalty 3245.775375 = -2139795.039730
  nChanged 504
		SP:Iteration 9Q (109304.370000 sec): 3 clusters
  Score: Raw -2143409.831855 + Penalty 3245.775375 = -2140164.056480
  nChanged 398
		SP:Iteration 10Q (109304.650000 sec): 3 clusters
  Score: Raw -2143629.750320 + Penalty 3245.775375 = -2140383.974946
  nChanged 301
		SP:Iteration 11Q (109304.910000 sec): 3 clusters
  Score: Raw -2143764.517693 + Penalty 3245.775375 = -2140518.742318
  nChanged 232
		SP:Iteration 12Q (109305.220000 sec): 3 clusters
  Score: Raw -2143859.898824 + Penalty 3245.775375 = -2140614.123449
  nChanged 205
		SP:Iteration 13Q (109305.440000 sec): 3 clusters
  Score: Raw -2143946.108885 + Penalty 3245.775375 = -2140700.333510
  nChanged 198
		SP:Iteration 14Q (109305.720000 sec): 3 clusters
  Score: Raw -2144018.425778 + Penalty 3245.775375 = -2140772.650403
  nChanged 166
		SP:Iteration 15Q (109305.980000 sec): 3 clusters
  Score: Raw -2144077.487851 + Penalty 3245.775375 = -2140831.712476
  nChanged 154
		SP:Iteration 16Q (109306.220000 sec): 3 clusters
  Score: Raw -2144131.321840 + Penalty 3245.775375 = -2140885.546465
  nChanged 153
		SP:Iteration 17Q (109306.440000 sec): 3 clusters
  Score: Raw -2144189.279627 + Penalty 3245.775375 = -2140943.504252
  nChanged 150
		SP:Iteration 18Q (109306.730000 sec): 3 clusters
  Score: Raw -2144246.338971 + Penalty 3245.775375 = -2141000.563596
  nChanged 123
		SP:Iteration 19Q (109306.990000 sec): 3 clusters
  Score: Raw -2144290.506673 + Penalty 3245.775375 = -2141044.731298
  nChanged 106
		SP:Iteration 20F (109307.210000 sec): 3 clusters
  Score: Raw -2144324.176904 + Penalty 3245.775375 = -2141078.401529
  nChanged 84
		SP:Iteration 21Q (109307.520000 sec): 3 clusters
  Score: Raw -2144353.768441 + Penalty 3245.775375 = -2141107.993067
  nChanged 82
		SP:Iteration 22Q (109307.790000 sec): 3 clusters
  Score: Raw -2144384.218504 + Penalty 3245.775375 = -2141138.443130
  nChanged 75
		SP:Iteration 23Q (109308.100000 sec): 3 clusters
  Score: Raw -2144412.000256 + Penalty 3245.775375 = -2141166.224881
  nChanged 63
		SP:Iteration 24Q (109308.370000 sec): 3 clusters
  Score: Raw -2144432.648137 + Penalty 3245.775375 = -2141186.872763
  nChanged 57
		SP:Iteration 25Q (109308.660000 sec): 3 clusters
  Score: Raw -2144452.205433 + Penalty 3245.775375 = -2141206.430059
  nChanged 54
		SP:Iteration 26Q (109308.960000 sec): 3 clusters
  Score: Raw -2144470.333757 + Penalty 3245.775375 = -2141224.558382
  nChanged 51
		SP:Iteration 27Q (109309.250000 sec): 3 clusters
  Score: Raw -2144487.622039 + Penalty 3245.775375 = -2141241.846664
  nChanged 44
		SP:Iteration 28Q (109309.540000 sec): 3 clusters
  Score: Raw -2144501.739104 + Penalty 3245.775375 = -2141255.963729
  nChanged 29
		SP:Iteration 29Q (109309.770000 sec): 3 clusters
  Score: Raw -2144510.684047 + Penalty 3245.775375 = -2141264.908672
  nChanged 22
		SP:Iteration 30Q (109310.010000 sec): 3 clusters
  Score: Raw -2144516.582182 + Penalty 3245.775375 = -2141270.806807
  nChanged 22
		SP:Iteration 31Q (109310.230000 sec): 3 clusters
  Score: Raw -2144524.019420 + Penalty 3245.775375 = -2141278.244045
  nChanged 25
		SP:Iteration 32Q (109310.540000 sec): 3 clusters
  Score: Raw -2144531.400321 + Penalty 3245.775375 = -2141285.624946
  nChanged 29
		SP:Iteration 33Q (109310.790000 sec): 3 clusters
  Score: Raw -2144538.269601 + Penalty 3245.775375 = -2141292.494226
  nChanged 21
		SP:Iteration 34Q (109311.080000 sec): 3 clusters
  Score: Raw -2144542.532984 + Penalty 3245.775375 = -2141296.757609
  nChanged 14
		SP:Iteration 35Q (109311.330000 sec): 3 clusters
  Score: Raw -2144545.433305 + Penalty 3245.775375 = -2141299.657931
  nChanged 16
		SP:Iteration 36Q (109311.640000 sec): 3 clusters
  Score: Raw -2144550.136425 + Penalty 3245.775375 = -2141304.361051
  nChanged 18
		SP:Iteration 37Q (109311.860000 sec): 3 clusters
  Score: Raw -2144554.771017 + Penalty 3245.775375 = -2141308.995642
  nChanged 17
		SP:Iteration 38Q (109312.100000 sec): 3 clusters
  Score: Raw -2144559.638555 + Penalty 3245.775375 = -2141313.863180
  nChanged 20
		SP:Iteration 39Q (109312.370000 sec): 3 clusters
  Score: Raw -2144564.736222 + Penalty 3245.775375 = -2141318.960847
  nChanged 16
		SP:Iteration 40F (109312.620000 sec): 3 clusters
  Score: Raw -2144569.321878 + Penalty 3245.775375 = -2141323.546504
  nChanged 16
		SP:Iteration 41Q (109312.870000 sec): 3 clusters
  Score: Raw -2144572.927735 + Penalty 3245.775375 = -2141327.152360
  nChanged 14
		SP:Iteration 42Q (109313.100000 sec): 3 clusters
  Score: Raw -2144575.944512 + Penalty 3245.775375 = -2141330.169138
  nChanged 7
		SP:Iteration 43Q (109313.330000 sec): 3 clusters
  Score: Raw -2144577.005564 + Penalty 3245.775375 = -2141331.230190
  nChanged 3
		SP:Iteration 44Q (109313.530000 sec): 3 clusters
  Score: Raw -2144578.107137 + Penalty 3245.775375 = -2141332.331763
  nChanged 4
		SP:Iteration 45Q (109313.810000 sec): 3 clusters
  Score: Raw -2144579.373670 + Penalty 3245.775375 = -2141333.598296
  nChanged 7
		SP:Iteration 46Q (109314.040000 sec): 3 clusters
  Score: Raw -2144581.004979 + Penalty 3245.775375 = -2141335.229604
  nChanged 9
		SP:Iteration 47Q (109314.260000 sec): 3 clusters
  Score: Raw -2144582.891517 + Penalty 3245.775375 = -2141337.116142
  nChanged 9
		SP:Iteration 48Q (109314.490000 sec): 3 clusters
  Score: Raw -2144584.559079 + Penalty 3245.775375 = -2141338.783705
  nChanged 8
		SP:Iteration 49Q (109314.740000 sec): 3 clusters
  Score: Raw -2144586.277919 + Penalty 3245.775375 = -2141340.502544
  nChanged 9
		SP:Iteration 50Q (109315.010000 sec): 3 clusters
  Score: Raw -2144588.314935 + Penalty 3245.775375 = -2141342.539561
  nChanged 7
		SP:Iteration 51Q (109315.250000 sec): 3 clusters
  Score: Raw -2144590.081748 + Penalty 3245.775375 = -2141344.306373
  nChanged 4
		SP:Iteration 52Q (109315.470000 sec): 3 clusters
  Score: Raw -2144590.915799 + Penalty 3245.775375 = -2141345.140425
  nChanged 3
		SP:Iteration 53Q (109315.720000 sec): 3 clusters
  Score: Raw -2144592.008606 + Penalty 3245.775375 = -2141346.233232
  nChanged 4
		SP:Iteration 54Q (109315.950000 sec): 3 clusters
  Score: Raw -2144593.648067 + Penalty 3245.775375 = -2141347.872693
  nChanged 6
		SP:Iteration 55Q (109316.190000 sec): 3 clusters
  Score: Raw -2144595.368899 + Penalty 3245.775375 = -2141349.593525
  nChanged 10
		SP:Iteration 56Q (109316.490000 sec): 3 clusters
  Score: Raw -2144598.458855 + Penalty 3245.775375 = -2141352.683480
  nChanged 7
		SP:Iteration 57Q (109316.690000 sec): 3 clusters
  Score: Raw -2144600.382907 + Penalty 3245.775375 = -2141354.607532
  nChanged 4
		SP:Iteration 58Q (109316.960000 sec): 3 clusters
  Score: Raw -2144602.304818 + Penalty 3245.775375 = -2141356.529443
  nChanged 3
		SP:Iteration 59Q (109317.180000 sec): 3 clusters
  Score: Raw -2144603.087132 + Penalty 3245.775375 = -2141357.311758
  nChanged 2
		SP:Iteration 60F (109317.450000 sec): 3 clusters
  Score: Raw -2144603.414424 + Penalty 3245.775375 = -2141357.639049
  nChanged 1
		SP:Iteration 61Q (109317.690000 sec): 3 clusters
  Score: Raw -2144603.925476 + Penalty 3245.775375 = -2141358.150102
  nChanged 2
		SP:Iteration 62Q (109317.940000 sec): 3 clusters
  Score: Raw -2144604.174618 + Penalty 3245.775375 = -2141358.399243
  nChanged 2
		SP:Iteration 63Q (109318.170000 sec): 3 clusters
  Score: Raw -2144604.697443 + Penalty 3245.775375 = -2141358.922068
  nChanged 3
		SP:Iteration 64Q (109318.390000 sec): 3 clusters
  Score: Raw -2144605.339206 + Penalty 3245.775375 = -2141359.563831
  nChanged 0
		SP:Iteration 65F (109318.710000 sec): 3 clusters
  Score: Raw -2144605.339206 + Penalty 3245.775375 = -2141359.563831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109318.790000 sec): 2 clusters
  Score: Raw -374578.482735 + Penalty 1344.914140 = -373233.568595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109319.010000 sec): 3 clusters
  Score: Raw -372687.480696 + Penalty 2689.828279 = -369997.652417
  nChanged 1522
		SP:Iteration 1F (109319.190000 sec): 3 clusters
  Score: Raw -373662.637839 + Penalty 2689.828279 = -370972.809560
  nChanged 315
		SP:Iteration 2F (109319.390000 sec): 3 clusters
  Score: Raw -373886.515402 + Penalty 2689.828279 = -371196.687123
  nChanged 261
		SP:Iteration 3F (109319.590000 sec): 3 clusters
  Score: Raw -374069.755629 + Penalty 2689.828279 = -371379.927350
  nChanged 223
		SP:Iteration 4F (109319.750000 sec): 3 clusters
  Score: Raw -374221.974629 + Penalty 2689.828279 = -371532.146350
  nChanged 184
		SP:Iteration 5Q (109319.990000 sec): 3 clusters
  Score: Raw -374339.233990 + Penalty 2689.828279 = -371649.405711
  nChanged 170
		SP:Iteration 6Q (109320.210000 sec): 3 clusters
  Score: Raw -374441.502818 + Penalty 2689.828279 = -371751.674539
  nChanged 130
		SP:Iteration 7Q (109320.370000 sec): 3 clusters
  Score: Raw -374523.290583 + Penalty 2689.828279 = -371833.462304
  nChanged 110
		SP:Iteration 8Q (109320.580000 sec): 3 clusters
  Score: Raw -374581.422788 + Penalty 2689.828279 = -371891.594509
  nChanged 104
		SP:Iteration 9Q (109320.760000 sec): 3 clusters
  Score: Raw -374647.101682 + Penalty 2689.828279 = -371957.273402
  nChanged 99
		SP:Iteration 10Q (109320.910000 sec): 3 clusters
  Score: Raw -374705.226253 + Penalty 2689.828279 = -372015.397974
  nChanged 89
		SP:Iteration 11Q (109321.130000 sec): 3 clusters
  Score: Raw -374760.270243 + Penalty 2689.828279 = -372070.441964
  nChanged 99
		SP:Iteration 12Q (109321.330000 sec): 3 clusters
  Score: Raw -374816.197240 + Penalty 2689.828279 = -372126.368960
  nChanged 84
		SP:Iteration 13Q (109321.540000 sec): 3 clusters
  Score: Raw -374873.558361 + Penalty 2689.828279 = -372183.730082
  nChanged 83
		SP:Iteration 14Q (109321.700000 sec): 3 clusters
  Score: Raw -374921.906437 + Penalty 2689.828279 = -372232.078158
  nChanged 78
		SP:Iteration 15Q (109321.900000 sec): 3 clusters
  Score: Raw -374968.849666 + Penalty 2689.828279 = -372279.021387
  nChanged 59
		SP:Iteration 16Q (109322.100000 sec): 3 clusters
  Score: Raw -375006.190128 + Penalty 2689.828279 = -372316.361849
  nChanged 60
		SP:Iteration 17Q (109322.260000 sec): 3 clusters
  Score: Raw -375042.122787 + Penalty 2689.828279 = -372352.294508
  nChanged 64
		SP:Iteration 18Q (109322.410000 sec): 3 clusters
  Score: Raw -375069.398268 + Penalty 2689.828279 = -372379.569989
  nChanged 46
		SP:Iteration 19Q (109322.630000 sec): 3 clusters
  Score: Raw -375091.469770 + Penalty 2689.828279 = -372401.641491
  nChanged 42
		SP:Iteration 20F (109322.790000 sec): 3 clusters
  Score: Raw -375115.647542 + Penalty 2689.828279 = -372425.819263
  nChanged 49
		SP:Iteration 21Q (109322.970000 sec): 3 clusters
  Score: Raw -375134.029518 + Penalty 2689.828279 = -372444.201239
  nChanged 30
		SP:Iteration 22Q (109323.130000 sec): 3 clusters
  Score: Raw -375145.828278 + Penalty 2689.828279 = -372455.999998
  nChanged 25
		SP:Iteration 23Q (109323.340000 sec): 3 clusters
  Score: Raw -375156.387241 + Penalty 2689.828279 = -372466.558962
  nChanged 30
		SP:Iteration 24Q (109323.490000 sec): 3 clusters
  Score: Raw -375167.750626 + Penalty 2689.828279 = -372477.922347
  nChanged 20
		SP:Iteration 25Q (109323.710000 sec): 3 clusters
  Score: Raw -375175.727510 + Penalty 2689.828279 = -372485.899230
  nChanged 15
		SP:Iteration 26Q (109323.900000 sec): 3 clusters
  Score: Raw -375181.536657 + Penalty 2689.828279 = -372491.708378
  nChanged 13
		SP:Iteration 27Q (109324.080000 sec): 3 clusters
  Score: Raw -375185.254146 + Penalty 2689.828279 = -372495.425867
  nChanged 13
		SP:Iteration 28Q (109324.250000 sec): 3 clusters
  Score: Raw -375192.123568 + Penalty 2689.828279 = -372502.295289
  nChanged 17
		SP:Iteration 29Q (109324.420000 sec): 3 clusters
  Score: Raw -375199.619836 + Penalty 2689.828279 = -372509.791557
  nChanged 13
		SP:Iteration 30Q (109324.600000 sec): 3 clusters
  Score: Raw -375203.566813 + Penalty 2689.828279 = -372513.738534
  nChanged 9
		SP:Iteration 31Q (109324.760000 sec): 3 clusters
  Score: Raw -375207.362515 + Penalty 2689.828279 = -372517.534236
  nChanged 11
		SP:Iteration 32Q (109324.910000 sec): 3 clusters
  Score: Raw -375210.569027 + Penalty 2689.828279 = -372520.740748
  nChanged 9
		SP:Iteration 33Q (109325.120000 sec): 3 clusters
  Score: Raw -375213.541618 + Penalty 2689.828279 = -372523.713339
  nChanged 6
		SP:Iteration 34Q (109325.330000 sec): 3 clusters
  Score: Raw -375215.603899 + Penalty 2689.828279 = -372525.775620
  nChanged 11
		SP:Iteration 35Q (109325.520000 sec): 3 clusters
  Score: Raw -375217.727261 + Penalty 2689.828279 = -372527.898982
  nChanged 6
		SP:Iteration 36Q (109325.720000 sec): 3 clusters
  Score: Raw -375219.393470 + Penalty 2689.828279 = -372529.565190
  nChanged 7
		SP:Iteration 37Q (109325.920000 sec): 3 clusters
  Score: Raw -375221.323977 + Penalty 2689.828279 = -372531.495698
  nChanged 10
		SP:Iteration 38Q (109326.090000 sec): 3 clusters
  Score: Raw -375224.211030 + Penalty 2689.828279 = -372534.382751
  nChanged 11
		SP:Iteration 39Q (109326.210000 sec): 3 clusters
  Score: Raw -375227.852499 + Penalty 2689.828279 = -372538.024220
  nChanged 4
		SP:Iteration 40F (109326.430000 sec): 3 clusters
  Score: Raw -375228.629277 + Penalty 2689.828279 = -372538.800998
  nChanged 1
		SP:Iteration 41Q (109326.630000 sec): 3 clusters
  Score: Raw -375228.916367 + Penalty 2689.828279 = -372539.088088
  nChanged 2
		SP:Iteration 42Q (109326.860000 sec): 3 clusters
  Score: Raw -375229.474574 + Penalty 2689.828279 = -372539.646295
  nChanged 4
		SP:Iteration 43Q (109327.020000 sec): 3 clusters
  Score: Raw -375230.208672 + Penalty 2689.828279 = -372540.380393
  nChanged 4
		SP:Iteration 44Q (109327.210000 sec): 3 clusters
  Score: Raw -375233.315965 + Penalty 2689.828279 = -372543.487686
  nChanged 9
		SP:Iteration 45Q (109327.400000 sec): 3 clusters
  Score: Raw -375237.814997 + Penalty 2689.828279 = -372547.986717
  nChanged 10
		SP:Iteration 46Q (109327.600000 sec): 3 clusters
  Score: Raw -375243.380970 + Penalty 2689.828279 = -372553.552691
  nChanged 9
		SP:Iteration 47Q (109327.760000 sec): 3 clusters
  Score: Raw -375247.077491 + Penalty 2689.828279 = -372557.249212
  nChanged 5
		SP:Iteration 48Q (109327.930000 sec): 3 clusters
  Score: Raw -375247.882090 + Penalty 2689.828279 = -372558.053811
  nChanged 2
		SP:Iteration 49Q (109328.150000 sec): 3 clusters
  Score: Raw -375248.491604 + Penalty 2689.828279 = -372558.663325
  nChanged 2
		SP:Iteration 50Q (109328.310000 sec): 3 clusters
  Score: Raw -375248.940638 + Penalty 2689.828279 = -372559.112359
  nChanged 2
		SP:Iteration 51Q (109328.510000 sec): 3 clusters
  Score: Raw -375250.008297 + Penalty 2689.828279 = -372560.180018
  nChanged 4
		SP:Iteration 52Q (109328.690000 sec): 3 clusters
  Score: Raw -375252.350777 + Penalty 2689.828279 = -372562.522498
  nChanged 7
		SP:Iteration 53Q (109328.880000 sec): 3 clusters
  Score: Raw -375255.208043 + Penalty 2689.828279 = -372565.379764
  nChanged 6
		SP:Iteration 54Q (109329.080000 sec): 3 clusters
  Score: Raw -375256.907662 + Penalty 2689.828279 = -372567.079383
  nChanged 3
		SP:Iteration 55Q (109329.280000 sec): 3 clusters
  Score: Raw -375257.638179 + Penalty 2689.828279 = -372567.809900
  nChanged 4
		SP:Iteration 56Q (109329.440000 sec): 3 clusters
  Score: Raw -375258.528906 + Penalty 2689.828279 = -372568.700627
  nChanged 2
		SP:Iteration 57Q (109329.620000 sec): 3 clusters
  Score: Raw -375259.481117 + Penalty 2689.828279 = -372569.652838
  nChanged 4
		SP:Iteration 58Q (109329.830000 sec): 3 clusters
  Score: Raw -375260.318463 + Penalty 2689.828279 = -372570.490184
  nChanged 1
		SP:Iteration 59Q (109330.060000 sec): 3 clusters
  Score: Raw -375260.666280 + Penalty 2689.828279 = -372570.838001
  nChanged 2
		SP:Iteration 60F (109330.200000 sec): 3 clusters
  Score: Raw -375262.623721 + Penalty 2689.828279 = -372572.795441
  nChanged 5
		SP:Iteration 61Q (109330.410000 sec): 3 clusters
  Score: Raw -375264.268972 + Penalty 2689.828279 = -372574.440693
  nChanged 6
		SP:Iteration 62Q (109330.630000 sec): 3 clusters
  Score: Raw -375266.639280 + Penalty 2689.828279 = -372576.811001
  nChanged 8
		SP:Iteration 63Q (109330.820000 sec): 3 clusters
  Score: Raw -375271.982533 + Penalty 2689.828279 = -372582.154254
  nChanged 9
		SP:Iteration 64Q (109331.020000 sec): 3 clusters
  Score: Raw -375277.236061 + Penalty 2689.828279 = -372587.407782
  nChanged 11
		SP:Iteration 65Q (109331.220000 sec): 3 clusters
  Score: Raw -375283.202479 + Penalty 2689.828279 = -372593.374200
  nChanged 12
		SP:Iteration 66Q (109331.410000 sec): 3 clusters
  Score: Raw -375290.504793 + Penalty 2689.828279 = -372600.676514
  nChanged 18
		SP:Iteration 67Q (109331.570000 sec): 3 clusters
  Score: Raw -375295.866793 + Penalty 2689.828279 = -372606.038514
  nChanged 10
		SP:Iteration 68Q (109331.770000 sec): 3 clusters
  Score: Raw -375298.728067 + Penalty 2689.828279 = -372608.899788
  nChanged 9
		SP:Iteration 69Q (109331.980000 sec): 3 clusters
  Score: Raw -375301.052753 + Penalty 2689.828279 = -372611.224473
  nChanged 6
		SP:Iteration 70Q (109332.170000 sec): 3 clusters
  Score: Raw -375303.079133 + Penalty 2689.828279 = -372613.250854
  nChanged 5
		SP:Iteration 71Q (109332.350000 sec): 3 clusters
  Score: Raw -375304.410317 + Penalty 2689.828279 = -372614.582038
  nChanged 3
		SP:Iteration 72Q (109332.550000 sec): 3 clusters
  Score: Raw -375305.234672 + Penalty 2689.828279 = -372615.406393
  nChanged 3
		SP:Iteration 73Q (109332.750000 sec): 3 clusters
  Score: Raw -375305.857386 + Penalty 2689.828279 = -372616.029107
  nChanged 1
		SP:Iteration 74Q (109332.980000 sec): 3 clusters
  Score: Raw -375306.189346 + Penalty 2689.828279 = -372616.361067
  nChanged 0
		SP:Iteration 75F (109333.130000 sec): 3 clusters
  Score: Raw -375306.189346 + Penalty 2689.828279 = -372616.361067
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109333.290000 sec): 2 clusters
  Score: Raw -733151.271485 + Penalty 1446.803722 = -731704.467763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109333.470000 sec): 3 clusters
  Score: Raw -729158.902923 + Penalty 2893.607444 = -726265.295480
  nChanged 3068
		SP:Iteration 1F (109333.660000 sec): 3 clusters
  Score: Raw -730856.760452 + Penalty 2893.607444 = -727963.153008
  nChanged 493
		SP:Iteration 2F (109333.870000 sec): 3 clusters
  Score: Raw -731075.915676 + Penalty 2893.607444 = -728182.308232
  nChanged 379
		SP:Iteration 3F (109334.090000 sec): 3 clusters
  Score: Raw -731236.624217 + Penalty 2893.607444 = -728343.016773
  nChanged 325
		SP:Iteration 4Q (109334.260000 sec): 3 clusters
  Score: Raw -731379.735363 + Penalty 2893.607444 = -728486.127919
  nChanged 265
		SP:Iteration 5Q (109334.460000 sec): 3 clusters
  Score: Raw -731508.355085 + Penalty 2893.607444 = -728614.747641
  nChanged 282
		SP:Iteration 6Q (109334.680000 sec): 3 clusters
  Score: Raw -731648.350536 + Penalty 2893.607444 = -728754.743092
  nChanged 291
		SP:Iteration 7Q (109334.880000 sec): 3 clusters
  Score: Raw -731817.576180 + Penalty 2893.607444 = -728923.968736
  nChanged 314
		SP:Iteration 8Q (109335.030000 sec): 3 clusters
  Score: Raw -731991.259173 + Penalty 2893.607444 = -729097.651729
  nChanged 285
		SP:Iteration 9Q (109335.210000 sec): 3 clusters
  Score: Raw -732140.799119 + Penalty 2893.607444 = -729247.191675
  nChanged 281
		SP:Iteration 10Q (109335.410000 sec): 3 clusters
  Score: Raw -732290.072419 + Penalty 2893.607444 = -729396.464975
  nChanged 264
		SP:Iteration 11Q (109335.610000 sec): 3 clusters
  Score: Raw -732437.483584 + Penalty 2893.607444 = -729543.876140
  nChanged 242
		SP:Iteration 12Q (109335.800000 sec): 3 clusters
  Score: Raw -732573.872084 + Penalty 2893.607444 = -729680.264640
  nChanged 212
		SP:Iteration 13Q (109335.980000 sec): 3 clusters
  Score: Raw -732659.987505 + Penalty 2893.607444 = -729766.380061
  nChanged 150
		SP:Iteration 14Q (109336.210000 sec): 3 clusters
  Score: Raw -732714.030505 + Penalty 2893.607444 = -729820.423061
  nChanged 123
		SP:Iteration 15Q (109336.380000 sec): 3 clusters
  Score: Raw -732758.112500 + Penalty 2893.607444 = -729864.505056
  nChanged 116
		SP:Iteration 16Q (109336.570000 sec): 3 clusters
  Score: Raw -732791.471450 + Penalty 2893.607444 = -729897.864006
  nChanged 95
		SP:Iteration 17Q (109336.770000 sec): 3 clusters
  Score: Raw -732813.620727 + Penalty 2893.607444 = -729920.013283
  nChanged 73
		SP:Iteration 18Q (109336.970000 sec): 3 clusters
  Score: Raw -732832.995485 + Penalty 2893.607444 = -729939.388041
  nChanged 66
		SP:Iteration 19Q (109337.180000 sec): 3 clusters
  Score: Raw -732849.609099 + Penalty 2893.607444 = -729956.001655
  nChanged 68
		SP:Iteration 20F (109337.390000 sec): 3 clusters
  Score: Raw -732862.772540 + Penalty 2893.607444 = -729969.165096
  nChanged 40
		SP:Iteration 21Q (109337.570000 sec): 3 clusters
  Score: Raw -732871.946606 + Penalty 2893.607444 = -729978.339162
  nChanged 35
		SP:Iteration 22Q (109337.760000 sec): 3 clusters
  Score: Raw -732878.381170 + Penalty 2893.607444 = -729984.773726
  nChanged 29
		SP:Iteration 23Q (109337.980000 sec): 3 clusters
  Score: Raw -732884.311965 + Penalty 2893.607444 = -729990.704521
  nChanged 25
		SP:Iteration 24Q (109338.170000 sec): 3 clusters
  Score: Raw -732888.862098 + Penalty 2893.607444 = -729995.254654
  nChanged 31
		SP:Iteration 25Q (109338.360000 sec): 3 clusters
  Score: Raw -732893.979207 + Penalty 2893.607444 = -730000.371763
  nChanged 17
		SP:Iteration 26Q (109338.560000 sec): 3 clusters
  Score: Raw -732896.901689 + Penalty 2893.607444 = -730003.294245
  nChanged 13
		SP:Iteration 27Q (109338.760000 sec): 3 clusters
  Score: Raw -732898.792099 + Penalty 2893.607444 = -730005.184655
  nChanged 10
		SP:Iteration 28Q (109338.950000 sec): 3 clusters
  Score: Raw -732900.217326 + Penalty 2893.607444 = -730006.609882
  nChanged 12
		SP:Iteration 29Q (109339.170000 sec): 3 clusters
  Score: Raw -732901.832193 + Penalty 2893.607444 = -730008.224749
  nChanged 10
		SP:Iteration 30Q (109339.350000 sec): 3 clusters
  Score: Raw -732903.326739 + Penalty 2893.607444 = -730009.719295
  nChanged 7
		SP:Iteration 31Q (109339.550000 sec): 3 clusters
  Score: Raw -732904.344391 + Penalty 2893.607444 = -730010.736947
  nChanged 8
		SP:Iteration 32Q (109339.760000 sec): 3 clusters
  Score: Raw -732905.540263 + Penalty 2893.607444 = -730011.932819
  nChanged 9
		SP:Iteration 33Q (109340.020000 sec): 3 clusters
  Score: Raw -732907.234012 + Penalty 2893.607444 = -730013.626568
  nChanged 8
		SP:Iteration 34Q (109340.190000 sec): 3 clusters
  Score: Raw -732908.246631 + Penalty 2893.607444 = -730014.639187
  nChanged 6
		SP:Iteration 35Q (109340.440000 sec): 3 clusters
  Score: Raw -732908.949095 + Penalty 2893.607444 = -730015.341651
  nChanged 1
		SP:Iteration 36Q (109340.620000 sec): 3 clusters
  Score: Raw -732909.043833 + Penalty 2893.607444 = -730015.436389
  nChanged 0
		SP:Iteration 37F (109340.830000 sec): 3 clusters
  Score: Raw -732909.043833 + Penalty 2893.607444 = -730015.436389
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109340.970000 sec): 2 clusters
  Score: Raw -1520368.271891 + Penalty 1555.505430 = -1518812.766461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109341.210000 sec): 3 clusters
  Score: Raw -1511931.766355 + Penalty 3111.010860 = -1508820.755495
  nChanged 6431
		SP:Iteration 1F (109341.480000 sec): 3 clusters
  Score: Raw -1515447.038478 + Penalty 3111.010860 = -1512336.027617
  nChanged 899
		SP:Iteration 2F (109341.720000 sec): 3 clusters
  Score: Raw -1515912.861995 + Penalty 3111.010860 = -1512801.851134
  nChanged 905
		SP:Iteration 3F (109341.970000 sec): 3 clusters
  Score: Raw -1516449.407676 + Penalty 3111.010860 = -1513338.396815
  nChanged 997
		SP:Iteration 4F (109342.200000 sec): 3 clusters
  Score: Raw -1517145.486816 + Penalty 3111.010860 = -1514034.475955
  nChanged 1007
		SP:Iteration 5F (109342.440000 sec): 3 clusters
  Score: Raw -1517817.943992 + Penalty 3111.010860 = -1514706.933131
  nChanged 859
		SP:Iteration 6F (109342.660000 sec): 3 clusters
  Score: Raw -1518329.120804 + Penalty 3111.010860 = -1515218.109944
  nChanged 687
		SP:Iteration 7Q (109342.910000 sec): 3 clusters
  Score: Raw -1518673.137587 + Penalty 3111.010860 = -1515562.126727
  nChanged 513
		SP:Iteration 8Q (109343.110000 sec): 3 clusters
  Score: Raw -1518875.253640 + Penalty 3111.010860 = -1515764.242780
  nChanged 371
		SP:Iteration 9Q (109343.380000 sec): 3 clusters
  Score: Raw -1518991.429900 + Penalty 3111.010860 = -1515880.419039
  nChanged 253
		SP:Iteration 10Q (109343.570000 sec): 3 clusters
  Score: Raw -1519053.485462 + Penalty 3111.010860 = -1515942.474602
  nChanged 161
		SP:Iteration 11Q (109343.810000 sec): 3 clusters
  Score: Raw -1519088.371786 + Penalty 3111.010860 = -1515977.360926
  nChanged 120
		SP:Iteration 12Q (109344.070000 sec): 3 clusters
  Score: Raw -1519109.770155 + Penalty 3111.010860 = -1515998.759295
  nChanged 88
		SP:Iteration 13Q (109344.360000 sec): 3 clusters
  Score: Raw -1519123.490896 + Penalty 3111.010860 = -1516012.480036
  nChanged 72
		SP:Iteration 14Q (109344.560000 sec): 3 clusters
  Score: Raw -1519134.570082 + Penalty 3111.010860 = -1516023.559222
  nChanged 58
		SP:Iteration 15Q (109344.780000 sec): 3 clusters
  Score: Raw -1519140.617945 + Penalty 3111.010860 = -1516029.607085
  nChanged 34
		SP:Iteration 16Q (109345.050000 sec): 3 clusters
  Score: Raw -1519144.192092 + Penalty 3111.010860 = -1516033.181232
  nChanged 22
		SP:Iteration 17Q (109345.270000 sec): 3 clusters
  Score: Raw -1519146.521989 + Penalty 3111.010860 = -1516035.511129
  nChanged 18
		SP:Iteration 18Q (109345.480000 sec): 3 clusters
  Score: Raw -1519148.846806 + Penalty 3111.010860 = -1516037.835946
  nChanged 24
		SP:Iteration 19Q (109345.730000 sec): 3 clusters
  Score: Raw -1519151.471455 + Penalty 3111.010860 = -1516040.460595
  nChanged 20
		SP:Iteration 20F (109345.930000 sec): 3 clusters
  Score: Raw -1519154.121692 + Penalty 3111.010860 = -1516043.110831
  nChanged 13
		SP:Iteration 21Q (109346.230000 sec): 3 clusters
  Score: Raw -1519155.768928 + Penalty 3111.010860 = -1516044.758067
  nChanged 11
		SP:Iteration 22Q (109346.490000 sec): 3 clusters
  Score: Raw -1519156.642057 + Penalty 3111.010860 = -1516045.631197
  nChanged 9
		SP:Iteration 23Q (109346.670000 sec): 3 clusters
  Score: Raw -1519157.547624 + Penalty 3111.010860 = -1516046.536764
  nChanged 5
		SP:Iteration 24Q (109346.980000 sec): 3 clusters
  Score: Raw -1519158.050546 + Penalty 3111.010860 = -1516047.039685
  nChanged 4
		SP:Iteration 25Q (109347.240000 sec): 3 clusters
  Score: Raw -1519158.335879 + Penalty 3111.010860 = -1516047.325018
  nChanged 5
		SP:Iteration 26Q (109347.510000 sec): 3 clusters
  Score: Raw -1519159.010043 + Penalty 3111.010860 = -1516047.999183
  nChanged 6
		SP:Iteration 27Q (109347.700000 sec): 3 clusters
  Score: Raw -1519159.540168 + Penalty 3111.010860 = -1516048.529307
  nChanged 9
		SP:Iteration 28Q (109347.990000 sec): 3 clusters
  Score: Raw -1519160.392691 + Penalty 3111.010860 = -1516049.381830
  nChanged 10
		SP:Iteration 29Q (109348.260000 sec): 3 clusters
  Score: Raw -1519161.436084 + Penalty 3111.010860 = -1516050.425223
  nChanged 7
		SP:Iteration 30Q (109348.490000 sec): 3 clusters
  Score: Raw -1519161.748941 + Penalty 3111.010860 = -1516050.738081
  nChanged 4
		SP:Iteration 31Q (109348.770000 sec): 3 clusters
  Score: Raw -1519161.985762 + Penalty 3111.010860 = -1516050.974902
  nChanged 4
		SP:Iteration 32Q (109348.970000 sec): 3 clusters
  Score: Raw -1519162.486242 + Penalty 3111.010860 = -1516051.475382
  nChanged 2
		SP:Iteration 33Q (109349.240000 sec): 3 clusters
  Score: Raw -1519162.595935 + Penalty 3111.010860 = -1516051.585074
  nChanged 2
		SP:Iteration 34Q (109349.470000 sec): 3 clusters
  Score: Raw -1519162.755712 + Penalty 3111.010860 = -1516051.744851
  nChanged 3
		SP:Iteration 35Q (109349.700000 sec): 3 clusters
  Score: Raw -1519162.974910 + Penalty 3111.010860 = -1516051.964050
  nChanged 0
		SP:Iteration 36F (109349.950000 sec): 3 clusters
  Score: Raw -1519162.974910 + Penalty 3111.010860 = -1516051.964050
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17622 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109350.070000 sec): 2 clusters
  Score: Raw -1958502.946996 + Penalty 1588.746803 = -1956914.200193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109350.370000 sec): 3 clusters
  Score: Raw -1947948.851954 + Penalty 3177.493605 = -1944771.358349
  nChanged 7892
		SP:Iteration 1F (109350.610000 sec): 3 clusters
  Score: Raw -1952198.158403 + Penalty 3177.493605 = -1949020.664798
  nChanged 965
		SP:Iteration 2F (109350.870000 sec): 3 clusters
  Score: Raw -1952571.180646 + Penalty 3177.493605 = -1949393.687041
  nChanged 851
		SP:Iteration 3Q (109351.190000 sec): 3 clusters
  Score: Raw -1952854.195991 + Penalty 3177.493605 = -1949676.702386
  nChanged 700
		SP:Iteration 4Q (109351.480000 sec): 3 clusters
  Score: Raw -1953083.160452 + Penalty 3177.493605 = -1949905.666846
  nChanged 655
		SP:Iteration 5Q (109351.720000 sec): 3 clusters
  Score: Raw -1953324.702777 + Penalty 3177.493605 = -1950147.209172
  nChanged 652
		SP:Iteration 6Q (109352.010000 sec): 3 clusters
  Score: Raw -1953574.965700 + Penalty 3177.493605 = -1950397.472094
  nChanged 650
		SP:Iteration 7Q (109352.290000 sec): 3 clusters
  Score: Raw -1953876.132064 + Penalty 3177.493605 = -1950698.638459
  nChanged 736
		SP:Iteration 8Q (109352.570000 sec): 3 clusters
  Score: Raw -1954301.175260 + Penalty 3177.493605 = -1951123.681654
  nChanged 819
		SP:Iteration 9Q (109352.810000 sec): 3 clusters
  Score: Raw -1954855.176060 + Penalty 3177.493605 = -1951677.682455
  nChanged 880
		SP:Iteration 10Q (109353.090000 sec): 3 clusters
  Score: Raw -1955502.483097 + Penalty 3177.493605 = -1952324.989492
  nChanged 793
		SP:Iteration 11Q (109353.300000 sec): 3 clusters
  Score: Raw -1956098.333009 + Penalty 3177.493605 = -1952920.839403
  nChanged 671
		SP:Iteration 12Q (109353.590000 sec): 3 clusters
  Score: Raw -1956593.883578 + Penalty 3177.493605 = -1953416.389973
  nChanged 546
		SP:Iteration 13Q (109353.860000 sec): 3 clusters
  Score: Raw -1956969.942571 + Penalty 3177.493605 = -1953792.448966
  nChanged 435
		SP:Iteration 14Q (109354.100000 sec): 3 clusters
  Score: Raw -1957236.831286 + Penalty 3177.493605 = -1954059.337681
  nChanged 334
		SP:Iteration 15Q (109354.330000 sec): 3 clusters
  Score: Raw -1957456.240988 + Penalty 3177.493605 = -1954278.747383
  nChanged 313
		SP:Iteration 16Q (109354.640000 sec): 3 clusters
  Score: Raw -1957667.273548 + Penalty 3177.493605 = -1954489.779943
  nChanged 262
		SP:Iteration 17Q (109354.910000 sec): 3 clusters
  Score: Raw -1957838.799805 + Penalty 3177.493605 = -1954661.306200
  nChanged 243
		SP:Iteration 18Q (109355.170000 sec): 3 clusters
  Score: Raw -1958009.184669 + Penalty 3177.493605 = -1954831.691064
  nChanged 185
		SP:Iteration 19Q (109355.430000 sec): 3 clusters
  Score: Raw -1958127.023606 + Penalty 3177.493605 = -1954949.530000
  nChanged 143
		SP:Iteration 20F (109355.700000 sec): 3 clusters
  Score: Raw -1958219.569834 + Penalty 3177.493605 = -1955042.076229
  nChanged 120
		SP:Iteration 21Q (109355.970000 sec): 3 clusters
  Score: Raw -1958307.187025 + Penalty 3177.493605 = -1955129.693420
  nChanged 96
		SP:Iteration 22Q (109356.220000 sec): 3 clusters
  Score: Raw -1958374.158496 + Penalty 3177.493605 = -1955196.664891
  nChanged 79
		SP:Iteration 23Q (109356.500000 sec): 3 clusters
  Score: Raw -1958440.747190 + Penalty 3177.493605 = -1955263.253585
  nChanged 76
		SP:Iteration 24Q (109356.790000 sec): 3 clusters
  Score: Raw -1958499.181713 + Penalty 3177.493605 = -1955321.688108
  nChanged 52
		SP:Iteration 25Q (109357.040000 sec): 3 clusters
  Score: Raw -1958541.793514 + Penalty 3177.493605 = -1955364.299909
  nChanged 36
		SP:Iteration 26Q (109357.260000 sec): 3 clusters
  Score: Raw -1958567.172531 + Penalty 3177.493605 = -1955389.678926
  nChanged 28
		SP:Iteration 27Q (109357.490000 sec): 3 clusters
  Score: Raw -1958590.301999 + Penalty 3177.493605 = -1955412.808394
  nChanged 22
		SP:Iteration 28Q (109357.720000 sec): 3 clusters
  Score: Raw -1958610.388559 + Penalty 3177.493605 = -1955432.894954
  nChanged 16
		SP:Iteration 29Q (109358.010000 sec): 3 clusters
  Score: Raw -1958627.348224 + Penalty 3177.493605 = -1955449.854619
  nChanged 16
		SP:Iteration 30Q (109358.220000 sec): 3 clusters
  Score: Raw -1958640.188391 + Penalty 3177.493605 = -1955462.694786
  nChanged 11
		SP:Iteration 31Q (109358.460000 sec): 3 clusters
  Score: Raw -1958654.077922 + Penalty 3177.493605 = -1955476.584317
  nChanged 15
		SP:Iteration 32Q (109358.740000 sec): 3 clusters
  Score: Raw -1958670.143654 + Penalty 3177.493605 = -1955492.650049
  nChanged 10
		SP:Iteration 33Q (109358.980000 sec): 3 clusters
  Score: Raw -1958678.719175 + Penalty 3177.493605 = -1955501.225570
  nChanged 6
		SP:Iteration 34Q (109359.210000 sec): 3 clusters
  Score: Raw -1958685.223265 + Penalty 3177.493605 = -1955507.729660
  nChanged 7
		SP:Iteration 35Q (109359.510000 sec): 3 clusters
  Score: Raw -1958694.990632 + Penalty 3177.493605 = -1955517.497027
  nChanged 3
		SP:Iteration 36Q (109359.710000 sec): 3 clusters
  Score: Raw -1958697.830636 + Penalty 3177.493605 = -1955520.337031
  nChanged 0
		SP:Iteration 37F (109359.970000 sec): 3 clusters
  Score: Raw -1958697.830636 + Penalty 3177.493605 = -1955520.337031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109360.100000 sec): 2 clusters
  Score: Raw -377431.923204 + Penalty 1344.707265 = -376087.215939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109360.320000 sec): 3 clusters
  Score: Raw -375507.788603 + Penalty 2689.414530 = -372818.374073
  nChanged 1546
		SP:Iteration 1F (109360.540000 sec): 3 clusters
  Score: Raw -376400.025095 + Penalty 2689.414530 = -373710.610565
  nChanged 288
		SP:Iteration 2F (109360.740000 sec): 3 clusters
  Score: Raw -376579.208108 + Penalty 2689.414530 = -373889.793578
  nChanged 202
		SP:Iteration 3F (109360.970000 sec): 3 clusters
  Score: Raw -376695.782597 + Penalty 2689.414530 = -374006.368067
  nChanged 167
		SP:Iteration 4Q (109361.180000 sec): 3 clusters
  Score: Raw -376796.827134 + Penalty 2689.414530 = -374107.412604
  nChanged 152
		SP:Iteration 5Q (109361.360000 sec): 3 clusters
  Score: Raw -376924.111730 + Penalty 2689.414530 = -374234.697200
  nChanged 166
		SP:Iteration 6Q (109361.580000 sec): 3 clusters
  Score: Raw -377027.896023 + Penalty 2689.414530 = -374338.481493
  nChanged 131
		SP:Iteration 7Q (109361.820000 sec): 3 clusters
  Score: Raw -377098.317060 + Penalty 2689.414530 = -374408.902530
  nChanged 102
		SP:Iteration 8Q (109362.020000 sec): 3 clusters
  Score: Raw -377149.303331 + Penalty 2689.414530 = -374459.888801
  nChanged 85
		SP:Iteration 9Q (109362.240000 sec): 3 clusters
  Score: Raw -377196.287484 + Penalty 2689.414530 = -374506.872955
  nChanged 90
		SP:Iteration 10Q (109362.470000 sec): 3 clusters
  Score: Raw -377260.369626 + Penalty 2689.414530 = -374570.955096
  nChanged 113
		SP:Iteration 11Q (109362.720000 sec): 3 clusters
  Score: Raw -377330.715544 + Penalty 2689.414530 = -374641.301014
  nChanged 97
		SP:Iteration 12Q (109362.900000 sec): 3 clusters
  Score: Raw -377382.745938 + Penalty 2689.414530 = -374693.331408
  nChanged 90
		SP:Iteration 13Q (109363.120000 sec): 3 clusters
  Score: Raw -377430.033010 + Penalty 2689.414530 = -374740.618480
  nChanged 87
		SP:Iteration 14Q (109363.310000 sec): 3 clusters
  Score: Raw -377482.887365 + Penalty 2689.414530 = -374793.472835
  nChanged 87
		SP:Iteration 15Q (109363.450000 sec): 3 clusters
  Score: Raw -377536.185145 + Penalty 2689.414530 = -374846.770615
  nChanged 81
		SP:Iteration 16Q (109363.670000 sec): 3 clusters
  Score: Raw -377583.164825 + Penalty 2689.414530 = -374893.750295
  nChanged 68
		SP:Iteration 17Q (109363.890000 sec): 3 clusters
  Score: Raw -377623.290014 + Penalty 2689.414530 = -374933.875484
  nChanged 56
		SP:Iteration 18Q (109364.100000 sec): 3 clusters
  Score: Raw -377660.153057 + Penalty 2689.414530 = -374970.738527
  nChanged 52
		SP:Iteration 19Q (109364.340000 sec): 3 clusters
  Score: Raw -377698.880834 + Penalty 2689.414530 = -375009.466304
  nChanged 53
		SP:Iteration 20F (109364.560000 sec): 3 clusters
  Score: Raw -377745.267095 + Penalty 2689.414530 = -375055.852565
  nChanged 68
		SP:Iteration 21Q (109364.760000 sec): 3 clusters
  Score: Raw -377787.719427 + Penalty 2689.414530 = -375098.304897
  nChanged 56
		SP:Iteration 22Q (109365.060000 sec): 3 clusters
  Score: Raw -377821.047293 + Penalty 2689.414530 = -375131.632763
  nChanged 46
		SP:Iteration 23Q (109365.300000 sec): 3 clusters
  Score: Raw -377851.101291 + Penalty 2689.414530 = -375161.686761
  nChanged 55
		SP:Iteration 24Q (109365.520000 sec): 3 clusters
  Score: Raw -377883.956261 + Penalty 2689.414530 = -375194.541731
  nChanged 46
		SP:Iteration 25Q (109365.700000 sec): 3 clusters
  Score: Raw -377904.271494 + Penalty 2689.414530 = -375214.856964
  nChanged 31
		SP:Iteration 26Q (109365.920000 sec): 3 clusters
  Score: Raw -377918.378852 + Penalty 2689.414530 = -375228.964322
  nChanged 30
		SP:Iteration 27Q (109366.080000 sec): 3 clusters
  Score: Raw -377932.710642 + Penalty 2689.414530 = -375243.296112
  nChanged 24
		SP:Iteration 28Q (109366.310000 sec): 3 clusters
  Score: Raw -377940.957181 + Penalty 2689.414530 = -375251.542651
  nChanged 16
		SP:Iteration 29Q (109366.520000 sec): 3 clusters
  Score: Raw -377946.981713 + Penalty 2689.414530 = -375257.567183
  nChanged 13
		SP:Iteration 30Q (109366.730000 sec): 3 clusters
  Score: Raw -377951.306846 + Penalty 2689.414530 = -375261.892316
  nChanged 9
		SP:Iteration 31Q (109366.890000 sec): 3 clusters
  Score: Raw -377953.707499 + Penalty 2689.414530 = -375264.292969
  nChanged 5
		SP:Iteration 32Q (109367.120000 sec): 3 clusters
  Score: Raw -377954.988956 + Penalty 2689.414530 = -375265.574426
  nChanged 6
		SP:Iteration 33Q (109367.300000 sec): 3 clusters
  Score: Raw -377956.818781 + Penalty 2689.414530 = -375267.404251
  nChanged 5
		SP:Iteration 34Q (109367.520000 sec): 3 clusters
  Score: Raw -377957.835675 + Penalty 2689.414530 = -375268.421145
  nChanged 4
		SP:Iteration 35Q (109367.700000 sec): 3 clusters
  Score: Raw -377958.767804 + Penalty 2689.414530 = -375269.353274
  nChanged 1
		SP:Iteration 36Q (109367.900000 sec): 3 clusters
  Score: Raw -377958.977528 + Penalty 2689.414530 = -375269.562998
  nChanged 1
		SP:Iteration 37Q (109368.120000 sec): 3 clusters
  Score: Raw -377959.171628 + Penalty 2689.414530 = -375269.757098
  nChanged 0
		SP:Iteration 38F (109368.350000 sec): 3 clusters
  Score: Raw -377959.171628 + Penalty 2689.414530 = -375269.757098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109368.460000 sec): 2 clusters
  Score: Raw -1224277.458530 + Penalty 1519.758603 = -1222757.699928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109368.720000 sec): 3 clusters
  Score: Raw -1217710.562977 + Penalty 3039.517205 = -1214671.045772
  nChanged 4955
		SP:Iteration 1F (109368.920000 sec): 3 clusters
  Score: Raw -1220548.742980 + Penalty 3039.517205 = -1217509.225775
  nChanged 814
		SP:Iteration 2F (109369.170000 sec): 3 clusters
  Score: Raw -1221029.500341 + Penalty 3039.517205 = -1217989.983136
  nChanged 783
		SP:Iteration 3F (109369.430000 sec): 3 clusters
  Score: Raw -1221508.113154 + Penalty 3039.517205 = -1218468.595949
  nChanged 760
		SP:Iteration 4F (109369.670000 sec): 3 clusters
  Score: Raw -1222053.669660 + Penalty 3039.517205 = -1219014.152454
  nChanged 701
		SP:Iteration 5F (109369.920000 sec): 3 clusters
  Score: Raw -1222584.397007 + Penalty 3039.517205 = -1219544.879802
  nChanged 604
		SP:Iteration 6F (109370.190000 sec): 3 clusters
  Score: Raw -1222996.870793 + Penalty 3039.517205 = -1219957.353587
  nChanged 533
		SP:Iteration 7Q (109370.490000 sec): 3 clusters
  Score: Raw -1223320.325466 + Penalty 3039.517205 = -1220280.808261
  nChanged 403
		SP:Iteration 8Q (109370.690000 sec): 3 clusters
  Score: Raw -1223532.177161 + Penalty 3039.517205 = -1220492.659956
  nChanged 323
		SP:Iteration 9Q (109370.930000 sec): 3 clusters
  Score: Raw -1223662.646474 + Penalty 3039.517205 = -1220623.129268
  nChanged 231
		SP:Iteration 10Q (109371.210000 sec): 3 clusters
  Score: Raw -1223737.652020 + Penalty 3039.517205 = -1220698.134815
  nChanged 159
		SP:Iteration 11Q (109371.430000 sec): 3 clusters
  Score: Raw -1223778.912617 + Penalty 3039.517205 = -1220739.395412
  nChanged 114
		SP:Iteration 12Q (109371.670000 sec): 3 clusters
  Score: Raw -1223803.448570 + Penalty 3039.517205 = -1220763.931364
  nChanged 76
		SP:Iteration 13Q (109371.950000 sec): 3 clusters
  Score: Raw -1223819.765783 + Penalty 3039.517205 = -1220780.248577
  nChanged 74
		SP:Iteration 14Q (109372.190000 sec): 3 clusters
  Score: Raw -1223834.066117 + Penalty 3039.517205 = -1220794.548911
  nChanged 53
		SP:Iteration 15Q (109372.490000 sec): 3 clusters
  Score: Raw -1223844.157523 + Penalty 3039.517205 = -1220804.640317
  nChanged 59
		SP:Iteration 16Q (109372.700000 sec): 3 clusters
  Score: Raw -1223854.463476 + Penalty 3039.517205 = -1220814.946271
  nChanged 61
		SP:Iteration 17Q (109372.940000 sec): 3 clusters
  Score: Raw -1223865.695613 + Penalty 3039.517205 = -1220826.178407
  nChanged 64
		SP:Iteration 18Q (109373.220000 sec): 3 clusters
  Score: Raw -1223878.489572 + Penalty 3039.517205 = -1220838.972367
  nChanged 66
		SP:Iteration 19Q (109373.440000 sec): 3 clusters
  Score: Raw -1223892.666110 + Penalty 3039.517205 = -1220853.148904
  nChanged 65
		SP:Iteration 20F (109373.660000 sec): 3 clusters
  Score: Raw -1223906.399543 + Penalty 3039.517205 = -1220866.882338
  nChanged 73
		SP:Iteration 21Q (109373.920000 sec): 3 clusters
  Score: Raw -1223924.494493 + Penalty 3039.517205 = -1220884.977288
  nChanged 71
		SP:Iteration 22Q (109374.160000 sec): 3 clusters
  Score: Raw -1223938.444828 + Penalty 3039.517205 = -1220898.927623
  nChanged 62
		SP:Iteration 23Q (109374.370000 sec): 3 clusters
  Score: Raw -1223949.818642 + Penalty 3039.517205 = -1220910.301437
  nChanged 62
		SP:Iteration 24Q (109374.620000 sec): 3 clusters
  Score: Raw -1223961.099632 + Penalty 3039.517205 = -1220921.582426
  nChanged 48
		SP:Iteration 25Q (109374.890000 sec): 3 clusters
  Score: Raw -1223969.447090 + Penalty 3039.517205 = -1220929.929885
  nChanged 49
		SP:Iteration 26Q (109375.200000 sec): 3 clusters
  Score: Raw -1223977.475561 + Penalty 3039.517205 = -1220937.958356
  nChanged 45
		SP:Iteration 27Q (109375.400000 sec): 3 clusters
  Score: Raw -1223985.372413 + Penalty 3039.517205 = -1220945.855208
  nChanged 52
		SP:Iteration 28Q (109375.650000 sec): 3 clusters
  Score: Raw -1223994.547222 + Penalty 3039.517205 = -1220955.030017
  nChanged 36
		SP:Iteration 29Q (109375.880000 sec): 3 clusters
  Score: Raw -1224001.237815 + Penalty 3039.517205 = -1220961.720609
  nChanged 43
		SP:Iteration 30Q (109376.110000 sec): 3 clusters
  Score: Raw -1224009.162950 + Penalty 3039.517205 = -1220969.645745
  nChanged 46
		SP:Iteration 31Q (109376.320000 sec): 3 clusters
  Score: Raw -1224017.527283 + Penalty 3039.517205 = -1220978.010077
  nChanged 49
		SP:Iteration 32Q (109376.560000 sec): 3 clusters
  Score: Raw -1224026.209165 + Penalty 3039.517205 = -1220986.691960
  nChanged 55
		SP:Iteration 33Q (109376.770000 sec): 3 clusters
  Score: Raw -1224037.211146 + Penalty 3039.517205 = -1220997.693940
  nChanged 57
		SP:Iteration 34Q (109377.010000 sec): 3 clusters
  Score: Raw -1224048.859213 + Penalty 3039.517205 = -1221009.342007
  nChanged 63
		SP:Iteration 35Q (109377.250000 sec): 3 clusters
  Score: Raw -1224060.747321 + Penalty 3039.517205 = -1221021.230115
  nChanged 47
		SP:Iteration 36Q (109377.500000 sec): 3 clusters
  Score: Raw -1224068.129702 + Penalty 3039.517205 = -1221028.612497
  nChanged 41
		SP:Iteration 37Q (109377.770000 sec): 3 clusters
  Score: Raw -1224073.673373 + Penalty 3039.517205 = -1221034.156168
  nChanged 39
		SP:Iteration 38Q (109378.010000 sec): 3 clusters
  Score: Raw -1224078.759859 + Penalty 3039.517205 = -1221039.242654
  nChanged 35
		SP:Iteration 39Q (109378.190000 sec): 3 clusters
  Score: Raw -1224083.641981 + Penalty 3039.517205 = -1221044.124776
  nChanged 33
		SP:Iteration 40F (109378.480000 sec): 3 clusters
  Score: Raw -1224088.537651 + Penalty 3039.517205 = -1221049.020446
  nChanged 30
		SP:Iteration 41Q (109378.670000 sec): 3 clusters
  Score: Raw -1224092.337842 + Penalty 3039.517205 = -1221052.820636
  nChanged 23
		SP:Iteration 42Q (109378.920000 sec): 3 clusters
  Score: Raw -1224095.086977 + Penalty 3039.517205 = -1221055.569771
  nChanged 23
		SP:Iteration 43Q (109379.120000 sec): 3 clusters
  Score: Raw -1224097.994716 + Penalty 3039.517205 = -1221058.477510
  nChanged 29
		SP:Iteration 44Q (109379.360000 sec): 3 clusters
  Score: Raw -1224101.477003 + Penalty 3039.517205 = -1221061.959798
  nChanged 25
		SP:Iteration 45Q (109379.580000 sec): 3 clusters
  Score: Raw -1224104.697550 + Penalty 3039.517205 = -1221065.180345
  nChanged 24
		SP:Iteration 46Q (109379.800000 sec): 3 clusters
  Score: Raw -1224107.534700 + Penalty 3039.517205 = -1221068.017494
  nChanged 18
		SP:Iteration 47Q (109380.050000 sec): 3 clusters
  Score: Raw -1224110.270120 + Penalty 3039.517205 = -1221070.752915
  nChanged 28
		SP:Iteration 48Q (109380.240000 sec): 3 clusters
  Score: Raw -1224113.818506 + Penalty 3039.517205 = -1221074.301301
  nChanged 29
		SP:Iteration 49Q (109380.510000 sec): 3 clusters
  Score: Raw -1224119.208713 + Penalty 3039.517205 = -1221079.691508
  nChanged 30
		SP:Iteration 50Q (109380.700000 sec): 3 clusters
  Score: Raw -1224124.831339 + Penalty 3039.517205 = -1221085.314134
  nChanged 36
		SP:Iteration 51Q (109380.930000 sec): 3 clusters
  Score: Raw -1224130.047195 + Penalty 3039.517205 = -1221090.529990
  nChanged 29
		SP:Iteration 52Q (109381.190000 sec): 3 clusters
  Score: Raw -1224134.730142 + Penalty 3039.517205 = -1221095.212936
  nChanged 34
		SP:Iteration 53Q (109381.400000 sec): 3 clusters
  Score: Raw -1224140.861709 + Penalty 3039.517205 = -1221101.344504
  nChanged 37
		SP:Iteration 54Q (109381.620000 sec): 3 clusters
  Score: Raw -1224146.028901 + Penalty 3039.517205 = -1221106.511695
  nChanged 43
		SP:Iteration 55Q (109381.900000 sec): 3 clusters
  Score: Raw -1224153.110238 + Penalty 3039.517205 = -1221113.593033
  nChanged 47
		SP:Iteration 56Q (109382.170000 sec): 3 clusters
  Score: Raw -1224160.044809 + Penalty 3039.517205 = -1221120.527604
  nChanged 40
		SP:Iteration 57Q (109382.470000 sec): 3 clusters
  Score: Raw -1224165.997662 + Penalty 3039.517205 = -1221126.480456
  nChanged 30
		SP:Iteration 58Q (109382.690000 sec): 3 clusters
  Score: Raw -1224169.406021 + Penalty 3039.517205 = -1221129.888816
  nChanged 21
		SP:Iteration 59Q (109382.960000 sec): 3 clusters
  Score: Raw -1224171.747902 + Penalty 3039.517205 = -1221132.230697
  nChanged 25
		SP:Iteration 60F (109383.230000 sec): 3 clusters
  Score: Raw -1224174.477739 + Penalty 3039.517205 = -1221134.960534
  nChanged 21
		SP:Iteration 61Q (109383.510000 sec): 3 clusters
  Score: Raw -1224177.089686 + Penalty 3039.517205 = -1221137.572480
  nChanged 24
		SP:Iteration 62Q (109383.710000 sec): 3 clusters
  Score: Raw -1224180.094350 + Penalty 3039.517205 = -1221140.577145
  nChanged 27
		SP:Iteration 63Q (109383.920000 sec): 3 clusters
  Score: Raw -1224183.699414 + Penalty 3039.517205 = -1221144.182209
  nChanged 25
		SP:Iteration 64Q (109384.120000 sec): 3 clusters
  Score: Raw -1224187.771060 + Penalty 3039.517205 = -1221148.253855
  nChanged 26
		SP:Iteration 65Q (109384.380000 sec): 3 clusters
  Score: Raw -1224190.851119 + Penalty 3039.517205 = -1221151.333913
  nChanged 25
		SP:Iteration 66Q (109384.580000 sec): 3 clusters
  Score: Raw -1224194.101708 + Penalty 3039.517205 = -1221154.584503
  nChanged 36
		SP:Iteration 67Q (109384.750000 sec): 3 clusters
  Score: Raw -1224200.735551 + Penalty 3039.517205 = -1221161.218345
  nChanged 42
		SP:Iteration 68Q (109384.970000 sec): 3 clusters
  Score: Raw -1224206.606740 + Penalty 3039.517205 = -1221167.089534
  nChanged 42
		SP:Iteration 69Q (109385.270000 sec): 3 clusters
  Score: Raw -1224212.691643 + Penalty 3039.517205 = -1221173.174437
  nChanged 42
		SP:Iteration 70Q (109385.470000 sec): 3 clusters
  Score: Raw -1224219.809279 + Penalty 3039.517205 = -1221180.292074
  nChanged 38
		SP:Iteration 71Q (109385.750000 sec): 3 clusters
  Score: Raw -1224227.432082 + Penalty 3039.517205 = -1221187.914877
  nChanged 37
		SP:Iteration 72Q (109385.930000 sec): 3 clusters
  Score: Raw -1224233.850979 + Penalty 3039.517205 = -1221194.333773
  nChanged 36
		SP:Iteration 73Q (109386.190000 sec): 3 clusters
  Score: Raw -1224238.566091 + Penalty 3039.517205 = -1221199.048886
  nChanged 25
		SP:Iteration 74Q (109386.410000 sec): 3 clusters
  Score: Raw -1224241.814662 + Penalty 3039.517205 = -1221202.297457
  nChanged 27
		SP:Iteration 75Q (109386.690000 sec): 3 clusters
  Score: Raw -1224245.890776 + Penalty 3039.517205 = -1221206.373571
  nChanged 28
		SP:Iteration 76Q (109386.920000 sec): 3 clusters
  Score: Raw -1224250.167617 + Penalty 3039.517205 = -1221210.650412
  nChanged 23
		SP:Iteration 77Q (109387.120000 sec): 3 clusters
  Score: Raw -1224253.164693 + Penalty 3039.517205 = -1221213.647487
  nChanged 27
		SP:Iteration 78Q (109387.380000 sec): 3 clusters
  Score: Raw -1224257.616485 + Penalty 3039.517205 = -1221218.099280
  nChanged 38
		SP:Iteration 79Q (109387.580000 sec): 3 clusters
  Score: Raw -1224262.784603 + Penalty 3039.517205 = -1221223.267398
  nChanged 38
		SP:Iteration 80F (109387.810000 sec): 3 clusters
  Score: Raw -1224268.374718 + Penalty 3039.517205 = -1221228.857512
  nChanged 35
		SP:Iteration 81Q (109388.030000 sec): 3 clusters
  Score: Raw -1224272.777459 + Penalty 3039.517205 = -1221233.260254
  nChanged 25
		SP:Iteration 82Q (109388.300000 sec): 3 clusters
  Score: Raw -1224275.718585 + Penalty 3039.517205 = -1221236.201380
  nChanged 19
		SP:Iteration 83Q (109388.500000 sec): 3 clusters
  Score: Raw -1224277.885319 + Penalty 3039.517205 = -1221238.368114
  nChanged 18
		SP:Iteration 84Q (109388.800000 sec): 3 clusters
  Score: Raw -1224279.734984 + Penalty 3039.517205 = -1221240.217778
  nChanged 12
		SP:Iteration 85Q (109389.080000 sec): 3 clusters
  Score: Raw -1224281.137698 + Penalty 3039.517205 = -1221241.620492
  nChanged 15
		SP:Iteration 86Q (109389.280000 sec): 3 clusters
  Score: Raw -1224282.943195 + Penalty 3039.517205 = -1221243.425990
  nChanged 15
		SP:Iteration 87Q (109389.510000 sec): 3 clusters
  Score: Raw -1224284.360040 + Penalty 3039.517205 = -1221244.842835
  nChanged 13
		SP:Iteration 88Q (109389.800000 sec): 3 clusters
  Score: Raw -1224285.593002 + Penalty 3039.517205 = -1221246.075797
  nChanged 10
		SP:Iteration 89Q (109390.100000 sec): 3 clusters
  Score: Raw -1224286.690857 + Penalty 3039.517205 = -1221247.173652
  nChanged 10
		SP:Iteration 90Q (109390.420000 sec): 3 clusters
  Score: Raw -1224287.660528 + Penalty 3039.517205 = -1221248.143322
  nChanged 12
		SP:Iteration 91Q (109390.630000 sec): 3 clusters
  Score: Raw -1224288.283947 + Penalty 3039.517205 = -1221248.766742
  nChanged 5
		SP:Iteration 92Q (109390.930000 sec): 3 clusters
  Score: Raw -1224288.613494 + Penalty 3039.517205 = -1221249.096289
  nChanged 5
		SP:Iteration 93Q (109391.170000 sec): 3 clusters
  Score: Raw -1224289.246894 + Penalty 3039.517205 = -1221249.729688
  nChanged 7
		SP:Iteration 94Q (109391.390000 sec): 3 clusters
  Score: Raw -1224289.741228 + Penalty 3039.517205 = -1221250.224023
  nChanged 4
		SP:Iteration 95Q (109391.670000 sec): 3 clusters
  Score: Raw -1224290.062103 + Penalty 3039.517205 = -1221250.544898
  nChanged 3
		SP:Iteration 96Q (109391.870000 sec): 3 clusters
  Score: Raw -1224290.256626 + Penalty 3039.517205 = -1221250.739420
  nChanged 3
		SP:Iteration 97Q (109392.100000 sec): 3 clusters
  Score: Raw -1224290.485412 + Penalty 3039.517205 = -1221250.968206
  nChanged 3
		SP:Iteration 98Q (109392.340000 sec): 3 clusters
  Score: Raw -1224290.675042 + Penalty 3039.517205 = -1221251.157837
  nChanged 3
		SP:Iteration 99Q (109392.510000 sec): 3 clusters
  Score: Raw -1224290.832482 + Penalty 3039.517205 = -1221251.315277
  nChanged 1
		SP:Iteration 100F (109392.760000 sec): 3 clusters
  Score: Raw -1224290.880049 + Penalty 3039.517205 = -1221251.362843
  nChanged 1
		SP:Iteration 101Q (109392.980000 sec): 3 clusters
  Score: Raw -1224291.111400 + Penalty 3039.517205 = -1221251.594195
  nChanged 2
		SP:Iteration 102Q (109393.250000 sec): 3 clusters
  Score: Raw -1224291.183791 + Penalty 3039.517205 = -1221251.666586
  nChanged 0
		SP:Iteration 103F (109393.480000 sec): 3 clusters
  Score: Raw -1224291.183791 + Penalty 3039.517205 = -1221251.666586
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109393.560000 sec): 2 clusters
  Score: Raw -499768.707406 + Penalty 1368.038416 = -498400.668990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109393.760000 sec): 3 clusters
  Score: Raw -497452.722193 + Penalty 2736.076832 = -494716.645361
  nChanged 1766
		SP:Iteration 1F (109393.970000 sec): 3 clusters
  Score: Raw -498401.214270 + Penalty 2736.076832 = -495665.137438
  nChanged 350
		SP:Iteration 2F (109394.200000 sec): 3 clusters
  Score: Raw -498568.904138 + Penalty 2736.076832 = -495832.827306
  nChanged 227
		SP:Iteration 3F (109394.420000 sec): 3 clusters
  Score: Raw -498672.657354 + Penalty 2736.076832 = -495936.580522
  nChanged 172
		SP:Iteration 4Q (109394.580000 sec): 3 clusters
  Score: Raw -498747.821347 + Penalty 2736.076832 = -496011.744515
  nChanged 143
		SP:Iteration 5Q (109394.750000 sec): 3 clusters
  Score: Raw -498805.092683 + Penalty 2736.076832 = -496069.015851
  nChanged 113
		SP:Iteration 6Q (109394.970000 sec): 3 clusters
  Score: Raw -498843.078529 + Penalty 2736.076832 = -496107.001697
  nChanged 93
		SP:Iteration 7Q (109395.160000 sec): 3 clusters
  Score: Raw -498872.376366 + Penalty 2736.076832 = -496136.299534
  nChanged 68
		SP:Iteration 8Q (109395.390000 sec): 3 clusters
  Score: Raw -498893.452047 + Penalty 2736.076832 = -496157.375215
  nChanged 63
		SP:Iteration 9Q (109395.610000 sec): 3 clusters
  Score: Raw -498912.794101 + Penalty 2736.076832 = -496176.717269
  nChanged 54
		SP:Iteration 10Q (109395.820000 sec): 3 clusters
  Score: Raw -498930.011187 + Penalty 2736.076832 = -496193.934355
  nChanged 51
		SP:Iteration 11Q (109396.000000 sec): 3 clusters
  Score: Raw -498947.201028 + Penalty 2736.076832 = -496211.124196
  nChanged 54
		SP:Iteration 12Q (109396.170000 sec): 3 clusters
  Score: Raw -498965.640284 + Penalty 2736.076832 = -496229.563452
  nChanged 58
		SP:Iteration 13Q (109396.410000 sec): 3 clusters
  Score: Raw -498986.136771 + Penalty 2736.076832 = -496250.059939
  nChanged 69
		SP:Iteration 14Q (109396.580000 sec): 3 clusters
  Score: Raw -499007.061901 + Penalty 2736.076832 = -496270.985069
  nChanged 45
		SP:Iteration 15Q (109396.780000 sec): 3 clusters
  Score: Raw -499020.223352 + Penalty 2736.076832 = -496284.146520
  nChanged 50
		SP:Iteration 16Q (109397.020000 sec): 3 clusters
  Score: Raw -499039.570253 + Penalty 2736.076832 = -496303.493421
  nChanged 63
		SP:Iteration 17Q (109397.170000 sec): 3 clusters
  Score: Raw -499061.438936 + Penalty 2736.076832 = -496325.362104
  nChanged 60
		SP:Iteration 18Q (109397.340000 sec): 3 clusters
  Score: Raw -499080.449086 + Penalty 2736.076832 = -496344.372253
  nChanged 56
		SP:Iteration 19Q (109397.520000 sec): 3 clusters
  Score: Raw -499098.707590 + Penalty 2736.076832 = -496362.630758
  nChanged 57
		SP:Iteration 20F (109397.720000 sec): 3 clusters
  Score: Raw -499115.904513 + Penalty 2736.076832 = -496379.827681
  nChanged 47
		SP:Iteration 21Q (109397.920000 sec): 3 clusters
  Score: Raw -499131.135612 + Penalty 2736.076832 = -496395.058780
  nChanged 58
		SP:Iteration 22Q (109398.080000 sec): 3 clusters
  Score: Raw -499150.114209 + Penalty 2736.076832 = -496414.037377
  nChanged 57
		SP:Iteration 23Q (109398.290000 sec): 3 clusters
  Score: Raw -499170.981218 + Penalty 2736.076832 = -496434.904386
  nChanged 65
		SP:Iteration 24Q (109398.530000 sec): 3 clusters
  Score: Raw -499195.825680 + Penalty 2736.076832 = -496459.748848
  nChanged 67
		SP:Iteration 25Q (109398.740000 sec): 3 clusters
  Score: Raw -499224.711508 + Penalty 2736.076832 = -496488.634676
  nChanged 57
		SP:Iteration 26Q (109398.940000 sec): 3 clusters
  Score: Raw -499251.214686 + Penalty 2736.076832 = -496515.137854
  nChanged 72
		SP:Iteration 27Q (109399.100000 sec): 3 clusters
  Score: Raw -499291.029786 + Penalty 2736.076832 = -496554.952954
  nChanged 89
		SP:Iteration 28Q (109399.320000 sec): 3 clusters
  Score: Raw -499345.442063 + Penalty 2736.076832 = -496609.365231
  nChanged 83
		SP:Iteration 29Q (109399.520000 sec): 3 clusters
  Score: Raw -499402.552554 + Penalty 2736.076832 = -496666.475722
  nChanged 84
		SP:Iteration 30Q (109399.700000 sec): 3 clusters
  Score: Raw -499458.922933 + Penalty 2736.076832 = -496722.846101
  nChanged 85
		SP:Iteration 31Q (109399.910000 sec): 3 clusters
  Score: Raw -499515.453568 + Penalty 2736.076832 = -496779.376736
  nChanged 94
		SP:Iteration 32Q (109400.110000 sec): 3 clusters
  Score: Raw -499578.224680 + Penalty 2736.076832 = -496842.147848
  nChanged 79
		SP:Iteration 33Q (109400.370000 sec): 3 clusters
  Score: Raw -499623.380848 + Penalty 2736.076832 = -496887.304016
  nChanged 59
		SP:Iteration 34Q (109400.530000 sec): 3 clusters
  Score: Raw -499665.263691 + Penalty 2736.076832 = -496929.186859
  nChanged 58
		SP:Iteration 35Q (109400.790000 sec): 3 clusters
  Score: Raw -499703.518332 + Penalty 2736.076832 = -496967.441500
  nChanged 40
		SP:Iteration 36Q (109400.990000 sec): 3 clusters
  Score: Raw -499731.232239 + Penalty 2736.076832 = -496995.155407
  nChanged 35
		SP:Iteration 37Q (109401.240000 sec): 3 clusters
  Score: Raw -499754.070906 + Penalty 2736.076832 = -497017.994074
  nChanged 31
		SP:Iteration 38Q (109401.400000 sec): 3 clusters
  Score: Raw -499775.011759 + Penalty 2736.076832 = -497038.934927
  nChanged 23
		SP:Iteration 39Q (109401.620000 sec): 3 clusters
  Score: Raw -499788.907344 + Penalty 2736.076832 = -497052.830512
  nChanged 23
		SP:Iteration 40F (109401.820000 sec): 3 clusters
  Score: Raw -499806.442580 + Penalty 2736.076832 = -497070.365748
  nChanged 19
		SP:Iteration 41Q (109402.060000 sec): 3 clusters
  Score: Raw -499822.802500 + Penalty 2736.076832 = -497086.725668
  nChanged 29
		SP:Iteration 42Q (109402.270000 sec): 3 clusters
  Score: Raw -499843.919000 + Penalty 2736.076832 = -497107.842168
  nChanged 24
		SP:Iteration 43Q (109402.540000 sec): 3 clusters
  Score: Raw -499865.910210 + Penalty 2736.076832 = -497129.833378
  nChanged 24
		SP:Iteration 44Q (109402.740000 sec): 3 clusters
  Score: Raw -499884.675182 + Penalty 2736.076832 = -497148.598350
  nChanged 19
		SP:Iteration 45Q (109402.910000 sec): 3 clusters
  Score: Raw -499896.099757 + Penalty 2736.076832 = -497160.022925
  nChanged 11
		SP:Iteration 46Q (109403.170000 sec): 3 clusters
  Score: Raw -499905.559411 + Penalty 2736.076832 = -497169.482579
  nChanged 11
		SP:Iteration 47Q (109403.400000 sec): 3 clusters
  Score: Raw -499914.878587 + Penalty 2736.076832 = -497178.801755
  nChanged 12
		SP:Iteration 48Q (109403.630000 sec): 3 clusters
  Score: Raw -499928.151302 + Penalty 2736.076832 = -497192.074470
  nChanged 14
		SP:Iteration 49Q (109403.810000 sec): 3 clusters
  Score: Raw -499939.777159 + Penalty 2736.076832 = -497203.700327
  nChanged 12
		SP:Iteration 50Q (109404.070000 sec): 3 clusters
  Score: Raw -499948.913928 + Penalty 2736.076832 = -497212.837096
  nChanged 8
		SP:Iteration 51Q (109404.270000 sec): 3 clusters
  Score: Raw -499955.362310 + Penalty 2736.076832 = -497219.285478
  nChanged 10
		SP:Iteration 52Q (109404.420000 sec): 3 clusters
  Score: Raw -499965.824190 + Penalty 2736.076832 = -497229.747357
  nChanged 12
		SP:Iteration 53Q (109404.620000 sec): 3 clusters
  Score: Raw -499976.003162 + Penalty 2736.076832 = -497239.926330
  nChanged 12
		SP:Iteration 54Q (109404.860000 sec): 3 clusters
  Score: Raw -499986.989377 + Penalty 2736.076832 = -497250.912545
  nChanged 11
		SP:Iteration 55Q (109405.090000 sec): 3 clusters
  Score: Raw -499996.751914 + Penalty 2736.076832 = -497260.675082
  nChanged 5
		SP:Iteration 56Q (109405.290000 sec): 3 clusters
  Score: Raw -500000.935405 + Penalty 2736.076832 = -497264.858573
  nChanged 4
		SP:Iteration 57Q (109405.470000 sec): 3 clusters
  Score: Raw -500004.390510 + Penalty 2736.076832 = -497268.313678
  nChanged 6
		SP:Iteration 58Q (109405.650000 sec): 3 clusters
  Score: Raw -500008.531697 + Penalty 2736.076832 = -497272.454865
  nChanged 5
		SP:Iteration 59Q (109405.840000 sec): 3 clusters
  Score: Raw -500011.521899 + Penalty 2736.076832 = -497275.445067
  nChanged 3
		SP:Iteration 60F (109406.070000 sec): 3 clusters
  Score: Raw -500013.898137 + Penalty 2736.076832 = -497277.821305
  nChanged 4
		SP:Iteration 61Q (109406.250000 sec): 3 clusters
  Score: Raw -500017.284463 + Penalty 2736.076832 = -497281.207631
  nChanged 3
		SP:Iteration 62Q (109406.420000 sec): 3 clusters
  Score: Raw -500019.635216 + Penalty 2736.076832 = -497283.558384
  nChanged 3
		SP:Iteration 63Q (109406.620000 sec): 3 clusters
  Score: Raw -500023.340472 + Penalty 2736.076832 = -497287.263640
  nChanged 4
		SP:Iteration 64Q (109406.830000 sec): 3 clusters
  Score: Raw -500027.824833 + Penalty 2736.076832 = -497291.748001
  nChanged 1
		SP:Iteration 65Q (109407.020000 sec): 3 clusters
  Score: Raw -500028.013915 + Penalty 2736.076832 = -497291.937083
  nChanged 0
		SP:Iteration 66F (109407.240000 sec): 3 clusters
  Score: Raw -500028.013915 + Penalty 2736.076832 = -497291.937083
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (4016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109407.340000 sec): 2 clusters
  Score: Raw -440462.674585 + Penalty 1348.431770 = -439114.242815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109407.510000 sec): 3 clusters
  Score: Raw -438441.163270 + Penalty 2696.863540 = -435744.299730
  nChanged 1544
		SP:Iteration 1F (109407.710000 sec): 3 clusters
  Score: Raw -439292.437299 + Penalty 2696.863540 = -436595.573759
  nChanged 280
		SP:Iteration 2F (109407.950000 sec): 3 clusters
  Score: Raw -439424.441796 + Penalty 2696.863540 = -436727.578257
  nChanged 179
		SP:Iteration 3Q (109408.160000 sec): 3 clusters
  Score: Raw -439498.137451 + Penalty 2696.863540 = -436801.273911
  nChanged 119
		SP:Iteration 4Q (109408.320000 sec): 3 clusters
  Score: Raw -439548.897816 + Penalty 2696.863540 = -436852.034276
  nChanged 102
		SP:Iteration 5Q (109408.540000 sec): 3 clusters
  Score: Raw -439586.918868 + Penalty 2696.863540 = -436890.055328
  nChanged 75
		SP:Iteration 6Q (109408.720000 sec): 3 clusters
  Score: Raw -439614.218869 + Penalty 2696.863540 = -436917.355329
  nChanged 65
		SP:Iteration 7Q (109408.920000 sec): 3 clusters
  Score: Raw -439636.996904 + Penalty 2696.863540 = -436940.133364
  nChanged 56
		SP:Iteration 8Q (109409.110000 sec): 3 clusters
  Score: Raw -439654.748165 + Penalty 2696.863540 = -436957.884625
  nChanged 47
		SP:Iteration 9Q (109409.280000 sec): 3 clusters
  Score: Raw -439668.649461 + Penalty 2696.863540 = -436971.785921
  nChanged 32
		SP:Iteration 10Q (109409.460000 sec): 3 clusters
  Score: Raw -439678.425702 + Penalty 2696.863540 = -436981.562162
  nChanged 44
		SP:Iteration 11Q (109409.710000 sec): 3 clusters
  Score: Raw -439692.801894 + Penalty 2696.863540 = -436995.938354
  nChanged 40
		SP:Iteration 12Q (109409.840000 sec): 3 clusters
  Score: Raw -439705.287610 + Penalty 2696.863540 = -437008.424070
  nChanged 28
		SP:Iteration 13Q (109410.050000 sec): 3 clusters
  Score: Raw -439710.789392 + Penalty 2696.863540 = -437013.925852
  nChanged 22
		SP:Iteration 14Q (109410.240000 sec): 3 clusters
  Score: Raw -439716.465908 + Penalty 2696.863540 = -437019.602368
  nChanged 19
		SP:Iteration 15Q (109410.480000 sec): 3 clusters
  Score: Raw -439721.459018 + Penalty 2696.863540 = -437024.595478
  nChanged 17
		SP:Iteration 16Q (109410.660000 sec): 3 clusters
  Score: Raw -439726.403497 + Penalty 2696.863540 = -437029.539957
  nChanged 17
		SP:Iteration 17Q (109410.850000 sec): 3 clusters
  Score: Raw -439730.488886 + Penalty 2696.863540 = -437033.625346
  nChanged 12
		SP:Iteration 18Q (109411.020000 sec): 3 clusters
  Score: Raw -439733.270148 + Penalty 2696.863540 = -437036.406608
  nChanged 12
		SP:Iteration 19Q (109411.290000 sec): 3 clusters
  Score: Raw -439735.049899 + Penalty 2696.863540 = -437038.186359
  nChanged 5
		SP:Iteration 20F (109411.510000 sec): 3 clusters
  Score: Raw -439736.307660 + Penalty 2696.863540 = -437039.444120
  nChanged 12
		SP:Iteration 21Q (109411.670000 sec): 3 clusters
  Score: Raw -439738.633516 + Penalty 2696.863540 = -437041.769976
  nChanged 14
		SP:Iteration 22Q (109411.930000 sec): 3 clusters
  Score: Raw -439741.995513 + Penalty 2696.863540 = -437045.131973
  nChanged 13
		SP:Iteration 23Q (109412.110000 sec): 3 clusters
  Score: Raw -439745.153041 + Penalty 2696.863540 = -437048.289501
  nChanged 14
		SP:Iteration 24Q (109412.300000 sec): 3 clusters
  Score: Raw -439747.870528 + Penalty 2696.863540 = -437051.006988
  nChanged 11
		SP:Iteration 25Q (109412.490000 sec): 3 clusters
  Score: Raw -439750.249461 + Penalty 2696.863540 = -437053.385921
  nChanged 12
		SP:Iteration 26Q (109412.630000 sec): 3 clusters
  Score: Raw -439753.332795 + Penalty 2696.863540 = -437056.469255
  nChanged 12
		SP:Iteration 27Q (109412.780000 sec): 3 clusters
  Score: Raw -439755.461857 + Penalty 2696.863540 = -437058.598317
  nChanged 7
		SP:Iteration 28Q (109412.970000 sec): 3 clusters
  Score: Raw -439757.091748 + Penalty 2696.863540 = -437060.228208
  nChanged 11
		SP:Iteration 29Q (109413.180000 sec): 3 clusters
  Score: Raw -439760.345563 + Penalty 2696.863540 = -437063.482023
  nChanged 18
		SP:Iteration 30Q (109413.390000 sec): 3 clusters
  Score: Raw -439764.040348 + Penalty 2696.863540 = -437067.176808
  nChanged 12
		SP:Iteration 31Q (109413.570000 sec): 3 clusters
  Score: Raw -439766.728215 + Penalty 2696.863540 = -437069.864675
  nChanged 8
		SP:Iteration 32Q (109413.790000 sec): 3 clusters
  Score: Raw -439768.699049 + Penalty 2696.863540 = -437071.835509
  nChanged 6
		SP:Iteration 33Q (109413.980000 sec): 3 clusters
  Score: Raw -439770.374546 + Penalty 2696.863540 = -437073.511006
  nChanged 2
		SP:Iteration 34Q (109414.200000 sec): 3 clusters
  Score: Raw -439770.733558 + Penalty 2696.863540 = -437073.870018
  nChanged 1
		SP:Iteration 35Q (109414.410000 sec): 3 clusters
  Score: Raw -439770.949122 + Penalty 2696.863540 = -437074.085582
  nChanged 0
		SP:Iteration 36F (109414.600000 sec): 3 clusters
  Score: Raw -439770.949122 + Penalty 2696.863540 = -437074.085582
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (73450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109415.030000 sec): 2 clusters
  Score: Raw -7619869.225424 + Penalty 1820.708530 = -7618048.516894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109415.600000 sec): 3 clusters
  Score: Raw -7572658.984545 + Penalty 3641.417059 = -7569017.567486
  nChanged 34733
		SP:Iteration 1F (109416.140000 sec): 3 clusters
  Score: Raw -7593100.136235 + Penalty 3641.417059 = -7589458.719176
  nChanged 2841
		SP:Iteration 2Q (109416.610000 sec): 3 clusters
  Score: Raw -7593980.822779 + Penalty 3641.417059 = -7590339.405720
  nChanged 2980
		SP:Iteration 3Q (109417.160000 sec): 3 clusters
  Score: Raw -7594992.642831 + Penalty 3641.417059 = -7591351.225772
  nChanged 3139
		SP:Iteration 4Q (109417.720000 sec): 3 clusters
  Score: Raw -7596218.917930 + Penalty 3641.417059 = -7592577.500871
  nChanged 3408
		SP:Iteration 5Q (109418.250000 sec): 3 clusters
  Score: Raw -7597776.524675 + Penalty 3641.417059 = -7594135.107616
  nChanged 3637
		SP:Iteration 6Q (109418.840000 sec): 3 clusters
  Score: Raw -7599721.128291 + Penalty 3641.417059 = -7596079.711232
  nChanged 3892
		SP:Iteration 7F (109419.380000 sec): 3 clusters
  Score: Raw -7602073.971497 + Penalty 3641.417059 = -7598432.554438
  nChanged 4008
		SP:Iteration 8F (109419.900000 sec): 3 clusters
  Score: Raw -7604605.579974 + Penalty 3641.417059 = -7600964.162915
  nChanged 3678
		SP:Iteration 9F (109420.380000 sec): 3 clusters
  Score: Raw -7606611.078308 + Penalty 3641.417059 = -7602969.661249
  nChanged 2871
		SP:Iteration 10Q (109420.880000 sec): 3 clusters
  Score: Raw -7607691.999675 + Penalty 3641.417059 = -7604050.582616
  nChanged 1847
		SP:Iteration 11Q (109421.340000 sec): 3 clusters
  Score: Raw -7608102.443794 + Penalty 3641.417059 = -7604461.026735
  nChanged 1065
		SP:Iteration 12Q (109421.810000 sec): 3 clusters
  Score: Raw -7608261.268777 + Penalty 3641.417059 = -7604619.851718
  nChanged 682
		SP:Iteration 13Q (109422.310000 sec): 3 clusters
  Score: Raw -7608351.187869 + Penalty 3641.417059 = -7604709.770810
  nChanged 570
		SP:Iteration 14Q (109422.790000 sec): 3 clusters
  Score: Raw -7608420.124485 + Penalty 3641.417059 = -7604778.707426
  nChanged 512
		SP:Iteration 15Q (109423.270000 sec): 3 clusters
  Score: Raw -7608482.959496 + Penalty 3641.417059 = -7604841.542437
  nChanged 496
		SP:Iteration 16Q (109423.810000 sec): 3 clusters
  Score: Raw -7608549.154287 + Penalty 3641.417059 = -7604907.737228
  nChanged 559
		SP:Iteration 17Q (109424.330000 sec): 3 clusters
  Score: Raw -7608622.147500 + Penalty 3641.417059 = -7604980.730441
  nChanged 566
		SP:Iteration 18Q (109424.940000 sec): 3 clusters
  Score: Raw -7608704.278975 + Penalty 3641.417059 = -7605062.861916
  nChanged 615
		SP:Iteration 19Q (109425.470000 sec): 3 clusters
  Score: Raw -7608796.133806 + Penalty 3641.417059 = -7605154.716747
  nChanged 628
		SP:Iteration 20F (109425.990000 sec): 3 clusters
  Score: Raw -7608892.529746 + Penalty 3641.417059 = -7605251.112687
  nChanged 676
		SP:Iteration 21Q (109426.450000 sec): 3 clusters
  Score: Raw -7609009.596471 + Penalty 3641.417059 = -7605368.179412
  nChanged 746
		SP:Iteration 22Q (109426.950000 sec): 3 clusters
  Score: Raw -7609140.639017 + Penalty 3641.417059 = -7605499.221958
  nChanged 797
		SP:Iteration 23Q (109427.410000 sec): 3 clusters
  Score: Raw -7609292.357611 + Penalty 3641.417059 = -7605650.940552
  nChanged 888
		SP:Iteration 24Q (109427.940000 sec): 3 clusters
  Score: Raw -7609474.683279 + Penalty 3641.417059 = -7605833.266220
  nChanged 963
		SP:Iteration 25Q (109428.470000 sec): 3 clusters
  Score: Raw -7609682.897242 + Penalty 3641.417059 = -7606041.480183
  nChanged 1028
		SP:Iteration 26Q (109428.980000 sec): 3 clusters
  Score: Raw -7609912.549882 + Penalty 3641.417059 = -7606271.132823
  nChanged 1046
		SP:Iteration 27Q (109429.500000 sec): 3 clusters
  Score: Raw -7610160.268266 + Penalty 3641.417059 = -7606518.851207
  nChanged 1113
		SP:Iteration 28Q (109430.030000 sec): 3 clusters
  Score: Raw -7610452.150319 + Penalty 3641.417059 = -7606810.733260
  nChanged 1217
		SP:Iteration 29Q (109430.500000 sec): 3 clusters
  Score: Raw -7610800.613578 + Penalty 3641.417059 = -7607159.196519
  nChanged 1280
		SP:Iteration 30Q (109431.090000 sec): 3 clusters
  Score: Raw -7611206.097765 + Penalty 3641.417059 = -7607564.680706
  nChanged 1340
		SP:Iteration 31Q (109431.640000 sec): 3 clusters
  Score: Raw -7611635.551318 + Penalty 3641.417059 = -7607994.134259
  nChanged 1300
		SP:Iteration 32Q (109432.220000 sec): 3 clusters
  Score: Raw -7612082.859438 + Penalty 3641.417059 = -7608441.442379
  nChanged 1397
		SP:Iteration 33Q (109432.770000 sec): 3 clusters
  Score: Raw -7612613.597161 + Penalty 3641.417059 = -7608972.180102
  nChanged 1492
		SP:Iteration 34Q (109433.330000 sec): 3 clusters
  Score: Raw -7613233.917063 + Penalty 3641.417059 = -7609592.500004
  nChanged 1490
		SP:Iteration 35Q (109433.770000 sec): 3 clusters
  Score: Raw -7613894.318265 + Penalty 3641.417059 = -7610252.901206
  nChanged 1434
		SP:Iteration 36Q (109434.220000 sec): 3 clusters
  Score: Raw -7614552.410284 + Penalty 3641.417059 = -7610910.993225
  nChanged 1345
		SP:Iteration 37Q (109434.730000 sec): 3 clusters
  Score: Raw -7615211.432434 + Penalty 3641.417059 = -7611570.015375
  nChanged 1274
		SP:Iteration 38Q (109435.190000 sec): 3 clusters
  Score: Raw -7615883.289276 + Penalty 3641.417059 = -7612241.872217
  nChanged 1249
		SP:Iteration 39Q (109435.680000 sec): 3 clusters
  Score: Raw -7616594.641257 + Penalty 3641.417059 = -7612953.224198
  nChanged 1152
		SP:Iteration 40F (109436.210000 sec): 3 clusters
  Score: Raw -7617292.667490 + Penalty 3641.417059 = -7613651.250431
  nChanged 1048
		SP:Iteration 41Q (109436.700000 sec): 3 clusters
  Score: Raw -7617940.075198 + Penalty 3641.417059 = -7614298.658139
  nChanged 911
		SP:Iteration 42Q (109437.170000 sec): 3 clusters
  Score: Raw -7618532.610769 + Penalty 3641.417059 = -7614891.193710
  nChanged 761
		SP:Iteration 43Q (109437.690000 sec): 3 clusters
  Score: Raw -7619059.547288 + Penalty 3641.417059 = -7615418.130229
  nChanged 598
		SP:Iteration 44Q (109438.170000 sec): 3 clusters
  Score: Raw -7619488.570231 + Penalty 3641.417059 = -7615847.153172
  nChanged 450
		SP:Iteration 45Q (109438.670000 sec): 3 clusters
  Score: Raw -7619814.255800 + Penalty 3641.417059 = -7616172.838741
  nChanged 312
		SP:Iteration 46Q (109439.170000 sec): 3 clusters
  Score: Raw -7620031.253603 + Penalty 3641.417059 = -7616389.836544
  nChanged 216
		SP:Iteration 47Q (109439.690000 sec): 3 clusters
  Score: Raw -7620168.303112 + Penalty 3641.417059 = -7616526.886053
  nChanged 122
		SP:Iteration 48Q (109440.160000 sec): 3 clusters
  Score: Raw -7620240.877926 + Penalty 3641.417059 = -7616599.460867
  nChanged 88
		SP:Iteration 49Q (109440.680000 sec): 3 clusters
  Score: Raw -7620294.770191 + Penalty 3641.417059 = -7616653.353132
  nChanged 65
		SP:Iteration 50Q (109441.190000 sec): 3 clusters
  Score: Raw -7620330.745309 + Penalty 3641.417059 = -7616689.328250
  nChanged 43
		SP:Iteration 51Q (109441.670000 sec): 3 clusters
  Score: Raw -7620353.878926 + Penalty 3641.417059 = -7616712.461867
  nChanged 32
		SP:Iteration 52Q (109442.170000 sec): 3 clusters
  Score: Raw -7620370.255179 + Penalty 3641.417059 = -7616728.838120
  nChanged 28
		SP:Iteration 53Q (109442.560000 sec): 3 clusters
  Score: Raw -7620384.578680 + Penalty 3641.417059 = -7616743.161621
  nChanged 18
		SP:Iteration 54Q (109443.140000 sec): 3 clusters
  Score: Raw -7620393.531239 + Penalty 3641.417059 = -7616752.114180
  nChanged 17
		SP:Iteration 55Q (109443.610000 sec): 3 clusters
  Score: Raw -7620400.434285 + Penalty 3641.417059 = -7616759.017226
  nChanged 10
		SP:Iteration 56Q (109444.100000 sec): 3 clusters
  Score: Raw -7620404.582538 + Penalty 3641.417059 = -7616763.165479
  nChanged 3
		SP:Iteration 57Q (109444.590000 sec): 3 clusters
  Score: Raw -7620405.517411 + Penalty 3641.417059 = -7616764.100352
  nChanged 3
		SP:Iteration 58Q (109445.040000 sec): 3 clusters
  Score: Raw -7620406.274708 + Penalty 3641.417059 = -7616764.857649
  nChanged 2
		SP:Iteration 59Q (109445.480000 sec): 3 clusters
  Score: Raw -7620407.176973 + Penalty 3641.417059 = -7616765.759914
  nChanged 1
		SP:Iteration 60F (109445.950000 sec): 3 clusters
  Score: Raw -7620411.155067 + Penalty 3641.417059 = -7616769.738008
  nChanged 4
		SP:Iteration 61Q (109446.380000 sec): 3 clusters
  Score: Raw -7620414.211355 + Penalty 3641.417059 = -7616772.794296
  nChanged 2
		SP:Iteration 62Q (109446.820000 sec): 3 clusters
  Score: Raw -7620415.785090 + Penalty 3641.417059 = -7616774.368031
  nChanged 4
		SP:Iteration 63Q (109447.280000 sec): 3 clusters
  Score: Raw -7620418.042776 + Penalty 3641.417059 = -7616776.625717
  nChanged 4
		SP:Iteration 64Q (109447.770000 sec): 3 clusters
  Score: Raw -7620419.273466 + Penalty 3641.417059 = -7616777.856407
  nChanged 2
		SP:Iteration 65Q (109448.250000 sec): 3 clusters
  Score: Raw -7620419.986271 + Penalty 3641.417059 = -7616778.569212
  nChanged 1
		SP:Iteration 66Q (109448.720000 sec): 3 clusters
  Score: Raw -7620420.548520 + Penalty 3641.417059 = -7616779.131461
  nChanged 2
		SP:Iteration 67Q (109449.270000 sec): 3 clusters
  Score: Raw -7620421.815548 + Penalty 3641.417059 = -7616780.398489
  nChanged 1
		SP:Iteration 68Q (109449.720000 sec): 3 clusters
  Score: Raw -7620422.198349 + Penalty 3641.417059 = -7616780.781290
  nChanged 3
		SP:Iteration 69Q (109450.240000 sec): 3 clusters
  Score: Raw -7620423.530261 + Penalty 3641.417059 = -7616782.113202
  nChanged 2
		SP:Iteration 70Q (109450.700000 sec): 3 clusters
  Score: Raw -7620424.227429 + Penalty 3641.417059 = -7616782.810370
  nChanged 1
		SP:Iteration 71Q (109451.150000 sec): 3 clusters
  Score: Raw -7620424.573680 + Penalty 3641.417059 = -7616783.156621
  nChanged 1
		SP:Iteration 72Q (109451.630000 sec): 3 clusters
  Score: Raw -7620425.274854 + Penalty 3641.417059 = -7616783.857795
  nChanged 0
		SP:Iteration 73F (109452.180000 sec): 3 clusters
  Score: Raw -7620425.274854 + Penalty 3641.417059 = -7616783.857795
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109452.280000 sec): 2 clusters
  Score: Raw -18452.043831 + Penalty 875.724156 = -17576.319675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109452.470000 sec): 3 clusters
  Score: Raw -18685.249479 + Penalty 1751.448312 = -16933.801166
  nChanged 47
		SP:Iteration 1F (109452.660000 sec): 3 clusters
  Score: Raw -18873.925139 + Penalty 1751.448312 = -17122.476827
  nChanged 12
		SP:Iteration 2F (109452.860000 sec): 3 clusters
  Score: Raw -18926.364424 + Penalty 1751.448312 = -17174.916112
  nChanged 4
		SP:Iteration 3Q (109453.060000 sec): 3 clusters
  Score: Raw -18939.527958 + Penalty 1751.448312 = -17188.079646
  nChanged 3
		SP:Iteration 4Q (109453.290000 sec): 3 clusters
  Score: Raw -18948.951330 + Penalty 1751.448312 = -17197.503017
  nChanged 0
		SP:Iteration 5F (109453.470000 sec): 3 clusters
  Score: Raw -18948.951330 + Penalty 1751.448312 = -17197.503017
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109453.640000 sec): 2 clusters
  Score: Raw -863692.420162 + Penalty 1466.147036 = -862226.273125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109453.830000 sec): 3 clusters
  Score: Raw -859077.390252 + Penalty 2932.294073 = -856145.096180
  nChanged 3520
		SP:Iteration 1F (109454.090000 sec): 3 clusters
  Score: Raw -861048.407746 + Penalty 2932.294073 = -858116.113673
  nChanged 580
		SP:Iteration 2F (109454.340000 sec): 3 clusters
  Score: Raw -861307.133391 + Penalty 2932.294073 = -858374.839318
  nChanged 399
		SP:Iteration 3Q (109454.510000 sec): 3 clusters
  Score: Raw -861466.975603 + Penalty 2932.294073 = -858534.681530
  nChanged 323
		SP:Iteration 4Q (109454.710000 sec): 3 clusters
  Score: Raw -861587.985108 + Penalty 2932.294073 = -858655.691035
  nChanged 266
		SP:Iteration 5Q (109454.950000 sec): 3 clusters
  Score: Raw -861684.382817 + Penalty 2932.294073 = -858752.088744
  nChanged 252
		SP:Iteration 6Q (109455.160000 sec): 3 clusters
  Score: Raw -861765.161146 + Penalty 2932.294073 = -858832.867073
  nChanged 200
		SP:Iteration 7Q (109455.370000 sec): 3 clusters
  Score: Raw -861835.555730 + Penalty 2932.294073 = -858903.261658
  nChanged 203
		SP:Iteration 8Q (109455.630000 sec): 3 clusters
  Score: Raw -861906.663034 + Penalty 2932.294073 = -858974.368962
  nChanged 194
		SP:Iteration 9Q (109455.880000 sec): 3 clusters
  Score: Raw -861974.679203 + Penalty 2932.294073 = -859042.385130
  nChanged 194
		SP:Iteration 10Q (109456.070000 sec): 3 clusters
  Score: Raw -862041.489447 + Penalty 2932.294073 = -859109.195375
  nChanged 188
		SP:Iteration 11Q (109456.260000 sec): 3 clusters
  Score: Raw -862107.447948 + Penalty 2932.294073 = -859175.153875
  nChanged 169
		SP:Iteration 12Q (109456.480000 sec): 3 clusters
  Score: Raw -862164.464651 + Penalty 2932.294073 = -859232.170578
  nChanged 183
		SP:Iteration 13Q (109456.720000 sec): 3 clusters
  Score: Raw -862253.098324 + Penalty 2932.294073 = -859320.804251
  nChanged 229
		SP:Iteration 14Q (109456.900000 sec): 3 clusters
  Score: Raw -862378.807137 + Penalty 2932.294073 = -859446.513064
  nChanged 241
		SP:Iteration 15Q (109457.120000 sec): 3 clusters
  Score: Raw -862492.184768 + Penalty 2932.294073 = -859559.890695
  nChanged 215
		SP:Iteration 16Q (109457.380000 sec): 3 clusters
  Score: Raw -862602.905428 + Penalty 2932.294073 = -859670.611355
  nChanged 203
		SP:Iteration 17Q (109457.580000 sec): 3 clusters
  Score: Raw -862711.013898 + Penalty 2932.294073 = -859778.719826
  nChanged 180
		SP:Iteration 18Q (109457.800000 sec): 3 clusters
  Score: Raw -862795.644628 + Penalty 2932.294073 = -859863.350556
  nChanged 157
		SP:Iteration 19Q (109457.990000 sec): 3 clusters
  Score: Raw -862867.171582 + Penalty 2932.294073 = -859934.877509
  nChanged 140
		SP:Iteration 20F (109458.200000 sec): 3 clusters
  Score: Raw -862918.640042 + Penalty 2932.294073 = -859986.345970
  nChanged 106
		SP:Iteration 21Q (109458.450000 sec): 3 clusters
  Score: Raw -862956.077030 + Penalty 2932.294073 = -860023.782957
  nChanged 94
		SP:Iteration 22Q (109458.640000 sec): 3 clusters
  Score: Raw -862986.122441 + Penalty 2932.294073 = -860053.828368
  nChanged 88
		SP:Iteration 23Q (109458.870000 sec): 3 clusters
  Score: Raw -863006.610602 + Penalty 2932.294073 = -860074.316529
  nChanged 68
		SP:Iteration 24Q (109459.060000 sec): 3 clusters
  Score: Raw -863023.780984 + Penalty 2932.294073 = -860091.486911
  nChanged 53
		SP:Iteration 25Q (109459.270000 sec): 3 clusters
  Score: Raw -863037.726899 + Penalty 2932.294073 = -860105.432826
  nChanged 49
		SP:Iteration 26Q (109459.450000 sec): 3 clusters
  Score: Raw -863048.888079 + Penalty 2932.294073 = -860116.594006
  nChanged 45
		SP:Iteration 27Q (109459.660000 sec): 3 clusters
  Score: Raw -863058.697193 + Penalty 2932.294073 = -860126.403120
  nChanged 36
		SP:Iteration 28Q (109459.880000 sec): 3 clusters
  Score: Raw -863065.114910 + Penalty 2932.294073 = -860132.820838
  nChanged 30
		SP:Iteration 29Q (109460.100000 sec): 3 clusters
  Score: Raw -863070.753560 + Penalty 2932.294073 = -860138.459488
  nChanged 26
		SP:Iteration 30Q (109460.300000 sec): 3 clusters
  Score: Raw -863075.256538 + Penalty 2932.294073 = -860142.962465
  nChanged 26
		SP:Iteration 31Q (109460.560000 sec): 3 clusters
  Score: Raw -863078.790076 + Penalty 2932.294073 = -860146.496003
  nChanged 14
		SP:Iteration 32Q (109460.740000 sec): 3 clusters
  Score: Raw -863080.716367 + Penalty 2932.294073 = -860148.422294
  nChanged 17
		SP:Iteration 33Q (109460.890000 sec): 3 clusters
  Score: Raw -863083.376252 + Penalty 2932.294073 = -860151.082180
  nChanged 14
		SP:Iteration 34Q (109461.130000 sec): 3 clusters
  Score: Raw -863085.135058 + Penalty 2932.294073 = -860152.840985
  nChanged 10
		SP:Iteration 35Q (109461.370000 sec): 3 clusters
  Score: Raw -863086.739872 + Penalty 2932.294073 = -860154.445800
  nChanged 10
		SP:Iteration 36Q (109461.580000 sec): 3 clusters
  Score: Raw -863088.475253 + Penalty 2932.294073 = -860156.181180
  nChanged 14
		SP:Iteration 37Q (109461.840000 sec): 3 clusters
  Score: Raw -863089.961315 + Penalty 2932.294073 = -860157.667242
  nChanged 13
		SP:Iteration 38Q (109462.080000 sec): 3 clusters
  Score: Raw -863091.735272 + Penalty 2932.294073 = -860159.441200
  nChanged 13
		SP:Iteration 39Q (109462.260000 sec): 3 clusters
  Score: Raw -863093.648020 + Penalty 2932.294073 = -860161.353947
  nChanged 12
		SP:Iteration 40F (109462.500000 sec): 3 clusters
  Score: Raw -863095.552993 + Penalty 2932.294073 = -860163.258920
  nChanged 14
		SP:Iteration 41Q (109462.690000 sec): 3 clusters
  Score: Raw -863097.720642 + Penalty 2932.294073 = -860165.426569
  nChanged 23
		SP:Iteration 42Q (109462.910000 sec): 3 clusters
  Score: Raw -863101.285458 + Penalty 2932.294073 = -860168.991386
  nChanged 18
		SP:Iteration 43Q (109463.120000 sec): 3 clusters
  Score: Raw -863103.141580 + Penalty 2932.294073 = -860170.847508
  nChanged 12
		SP:Iteration 44Q (109463.360000 sec): 3 clusters
  Score: Raw -863104.921549 + Penalty 2932.294073 = -860172.627476
  nChanged 13
		SP:Iteration 45Q (109463.580000 sec): 3 clusters
  Score: Raw -863106.448885 + Penalty 2932.294073 = -860174.154812
  nChanged 12
		SP:Iteration 46Q (109463.780000 sec): 3 clusters
  Score: Raw -863108.245307 + Penalty 2932.294073 = -860175.951234
  nChanged 12
		SP:Iteration 47Q (109463.960000 sec): 3 clusters
  Score: Raw -863109.622187 + Penalty 2932.294073 = -860177.328114
  nChanged 12
		SP:Iteration 48Q (109464.200000 sec): 3 clusters
  Score: Raw -863111.575092 + Penalty 2932.294073 = -860179.281019
  nChanged 14
		SP:Iteration 49Q (109464.430000 sec): 3 clusters
  Score: Raw -863113.772653 + Penalty 2932.294073 = -860181.478580
  nChanged 13
		SP:Iteration 50Q (109464.650000 sec): 3 clusters
  Score: Raw -863115.980125 + Penalty 2932.294073 = -860183.686052
  nChanged 15
		SP:Iteration 51Q (109464.900000 sec): 3 clusters
  Score: Raw -863118.024918 + Penalty 2932.294073 = -860185.730845
  nChanged 13
		SP:Iteration 52Q (109465.170000 sec): 3 clusters
  Score: Raw -863119.926022 + Penalty 2932.294073 = -860187.631949
  nChanged 13
		SP:Iteration 53Q (109465.370000 sec): 3 clusters
  Score: Raw -863121.497819 + Penalty 2932.294073 = -860189.203746
  nChanged 11
		SP:Iteration 54Q (109465.580000 sec): 3 clusters
  Score: Raw -863122.888670 + Penalty 2932.294073 = -860190.594597
  nChanged 11
		SP:Iteration 55Q (109465.850000 sec): 3 clusters
  Score: Raw -863124.362633 + Penalty 2932.294073 = -860192.068561
  nChanged 12
		SP:Iteration 56Q (109466.060000 sec): 3 clusters
  Score: Raw -863126.345830 + Penalty 2932.294073 = -860194.051757
  nChanged 15
		SP:Iteration 57Q (109466.320000 sec): 3 clusters
  Score: Raw -863127.980937 + Penalty 2932.294073 = -860195.686865
  nChanged 16
		SP:Iteration 58Q (109466.540000 sec): 3 clusters
  Score: Raw -863130.537034 + Penalty 2932.294073 = -860198.242961
  nChanged 17
		SP:Iteration 59Q (109466.830000 sec): 3 clusters
  Score: Raw -863133.165794 + Penalty 2932.294073 = -860200.871722
  nChanged 24
		SP:Iteration 60F (109467.030000 sec): 3 clusters
  Score: Raw -863137.259826 + Penalty 2932.294073 = -860204.965753
  nChanged 20
		SP:Iteration 61Q (109467.330000 sec): 3 clusters
  Score: Raw -863140.248062 + Penalty 2932.294073 = -860207.953989
  nChanged 23
		SP:Iteration 62Q (109467.540000 sec): 3 clusters
  Score: Raw -863143.956059 + Penalty 2932.294073 = -860211.661986
  nChanged 17
		SP:Iteration 63Q (109467.760000 sec): 3 clusters
  Score: Raw -863146.485475 + Penalty 2932.294073 = -860214.191402
  nChanged 12
		SP:Iteration 64Q (109468.030000 sec): 3 clusters
  Score: Raw -863148.141798 + Penalty 2932.294073 = -860215.847726
  nChanged 10
		SP:Iteration 65Q (109468.220000 sec): 3 clusters
  Score: Raw -863149.328688 + Penalty 2932.294073 = -860217.034615
  nChanged 13
		SP:Iteration 66Q (109468.460000 sec): 3 clusters
  Score: Raw -863151.193163 + Penalty 2932.294073 = -860218.899090
  nChanged 15
		SP:Iteration 67Q (109468.610000 sec): 3 clusters
  Score: Raw -863152.927540 + Penalty 2932.294073 = -860220.633468
  nChanged 15
		SP:Iteration 68Q (109468.850000 sec): 3 clusters
  Score: Raw -863154.931030 + Penalty 2932.294073 = -860222.636957
  nChanged 13
		SP:Iteration 69Q (109469.140000 sec): 3 clusters
  Score: Raw -863157.317635 + Penalty 2932.294073 = -860225.023562
  nChanged 20
		SP:Iteration 70Q (109469.360000 sec): 3 clusters
  Score: Raw -863161.162942 + Penalty 2932.294073 = -860228.868869
  nChanged 27
		SP:Iteration 71Q (109469.590000 sec): 3 clusters
  Score: Raw -863166.097697 + Penalty 2932.294073 = -860233.803624
  nChanged 28
		SP:Iteration 72Q (109469.800000 sec): 3 clusters
  Score: Raw -863172.300280 + Penalty 2932.294073 = -860240.006207
  nChanged 33
		SP:Iteration 73Q (109470.050000 sec): 3 clusters
  Score: Raw -863178.574733 + Penalty 2932.294073 = -860246.280660
  nChanged 24
		SP:Iteration 74Q (109470.240000 sec): 3 clusters
  Score: Raw -863183.561572 + Penalty 2932.294073 = -860251.267499
  nChanged 33
		SP:Iteration 75Q (109470.450000 sec): 3 clusters
  Score: Raw -863191.614412 + Penalty 2932.294073 = -860259.320339
  nChanged 30
		SP:Iteration 76Q (109470.700000 sec): 3 clusters
  Score: Raw -863196.586819 + Penalty 2932.294073 = -860264.292746
  nChanged 27
		SP:Iteration 77Q (109470.860000 sec): 3 clusters
  Score: Raw -863201.529742 + Penalty 2932.294073 = -860269.235669
  nChanged 31
		SP:Iteration 78Q (109471.090000 sec): 3 clusters
  Score: Raw -863207.872825 + Penalty 2932.294073 = -860275.578752
  nChanged 36
		SP:Iteration 79Q (109471.300000 sec): 3 clusters
  Score: Raw -863213.794164 + Penalty 2932.294073 = -860281.500092
  nChanged 29
		SP:Iteration 80F (109471.540000 sec): 3 clusters
  Score: Raw -863219.095459 + Penalty 2932.294073 = -860286.801386
  nChanged 27
		SP:Iteration 81Q (109471.750000 sec): 3 clusters
  Score: Raw -863224.958651 + Penalty 2932.294073 = -860292.664579
  nChanged 28
		SP:Iteration 82Q (109472.020000 sec): 3 clusters
  Score: Raw -863230.950947 + Penalty 2932.294073 = -860298.656874
  nChanged 29
		SP:Iteration 83Q (109472.280000 sec): 3 clusters
  Score: Raw -863238.067495 + Penalty 2932.294073 = -860305.773422
  nChanged 31
		SP:Iteration 84Q (109472.460000 sec): 3 clusters
  Score: Raw -863243.525861 + Penalty 2932.294073 = -860311.231788
  nChanged 28
		SP:Iteration 85Q (109472.690000 sec): 3 clusters
  Score: Raw -863248.269489 + Penalty 2932.294073 = -860315.975416
  nChanged 28
		SP:Iteration 86Q (109472.930000 sec): 3 clusters
  Score: Raw -863252.535373 + Penalty 2932.294073 = -860320.241300
  nChanged 22
		SP:Iteration 87Q (109473.190000 sec): 3 clusters
  Score: Raw -863256.907814 + Penalty 2932.294073 = -860324.613741
  nChanged 28
		SP:Iteration 88Q (109473.390000 sec): 3 clusters
  Score: Raw -863263.274220 + Penalty 2932.294073 = -860330.980148
  nChanged 36
		SP:Iteration 89Q (109473.660000 sec): 3 clusters
  Score: Raw -863272.187991 + Penalty 2932.294073 = -860339.893918
  nChanged 38
		SP:Iteration 90Q (109473.890000 sec): 3 clusters
  Score: Raw -863280.281045 + Penalty 2932.294073 = -860347.986972
  nChanged 39
		SP:Iteration 91Q (109474.070000 sec): 3 clusters
  Score: Raw -863287.321483 + Penalty 2932.294073 = -860355.027411
  nChanged 28
		SP:Iteration 92Q (109474.280000 sec): 3 clusters
  Score: Raw -863293.354817 + Penalty 2932.294073 = -860361.060744
  nChanged 36
		SP:Iteration 93Q (109474.550000 sec): 3 clusters
  Score: Raw -863302.078802 + Penalty 2932.294073 = -860369.784729
  nChanged 42
		SP:Iteration 94Q (109474.820000 sec): 3 clusters
  Score: Raw -863312.749621 + Penalty 2932.294073 = -860380.455548
  nChanged 45
		SP:Iteration 95Q (109475.070000 sec): 3 clusters
  Score: Raw -863324.288169 + Penalty 2932.294073 = -860391.994096
  nChanged 50
		SP:Iteration 96Q (109475.310000 sec): 3 clusters
  Score: Raw -863338.302409 + Penalty 2932.294073 = -860406.008336
  nChanged 63
		SP:Iteration 97Q (109475.540000 sec): 3 clusters
  Score: Raw -863355.940790 + Penalty 2932.294073 = -860423.646717
  nChanged 59
		SP:Iteration 98Q (109475.790000 sec): 3 clusters
  Score: Raw -863372.053109 + Penalty 2932.294073 = -860439.759037
  nChanged 49
		SP:Iteration 99Q (109476.070000 sec): 3 clusters
  Score: Raw -863386.000167 + Penalty 2932.294073 = -860453.706094
  nChanged 46
		SP:Iteration 100F (109476.330000 sec): 3 clusters
  Score: Raw -863400.430358 + Penalty 2932.294073 = -860468.136285
  nChanged 58
		SP:Iteration 101Q (109476.550000 sec): 3 clusters
  Score: Raw -863418.491588 + Penalty 2932.294073 = -860486.197515
  nChanged 63
		SP:Iteration 102Q (109476.780000 sec): 3 clusters
  Score: Raw -863438.290831 + Penalty 2932.294073 = -860505.996758
  nChanged 43
		SP:Iteration 103Q (109477.010000 sec): 3 clusters
  Score: Raw -863449.504248 + Penalty 2932.294073 = -860517.210175
  nChanged 42
		SP:Iteration 104Q (109477.240000 sec): 3 clusters
  Score: Raw -863461.328119 + Penalty 2932.294073 = -860529.034046
  nChanged 45
		SP:Iteration 105Q (109477.490000 sec): 3 clusters
  Score: Raw -863476.180628 + Penalty 2932.294073 = -860543.886555
  nChanged 54
		SP:Iteration 106Q (109477.720000 sec): 3 clusters
  Score: Raw -863495.179398 + Penalty 2932.294073 = -860562.885325
  nChanged 53
		SP:Iteration 107Q (109477.980000 sec): 3 clusters
  Score: Raw -863511.005418 + Penalty 2932.294073 = -860578.711346
  nChanged 54
		SP:Iteration 108Q (109478.250000 sec): 3 clusters
  Score: Raw -863528.610587 + Penalty 2932.294073 = -860596.316515
  nChanged 45
		SP:Iteration 109Q (109478.470000 sec): 3 clusters
  Score: Raw -863541.144661 + Penalty 2932.294073 = -860608.850589
  nChanged 29
		SP:Iteration 110Q (109478.750000 sec): 3 clusters
  Score: Raw -863546.979052 + Penalty 2932.294073 = -860614.684979
  nChanged 30
		SP:Iteration 111Q (109479.010000 sec): 3 clusters
  Score: Raw -863554.700076 + Penalty 2932.294073 = -860622.406003
  nChanged 31
		SP:Iteration 112Q (109479.250000 sec): 3 clusters
  Score: Raw -863561.613947 + Penalty 2932.294073 = -860629.319875
  nChanged 15
		SP:Iteration 113Q (109479.420000 sec): 3 clusters
  Score: Raw -863564.024153 + Penalty 2932.294073 = -860631.730080
  nChanged 19
		SP:Iteration 114Q (109479.710000 sec): 3 clusters
  Score: Raw -863567.036014 + Penalty 2932.294073 = -860634.741941
  nChanged 15
		SP:Iteration 115Q (109479.960000 sec): 3 clusters
  Score: Raw -863570.211866 + Penalty 2932.294073 = -860637.917793
  nChanged 11
		SP:Iteration 116Q (109480.240000 sec): 3 clusters
  Score: Raw -863571.780983 + Penalty 2932.294073 = -860639.486910
  nChanged 12
		SP:Iteration 117Q (109480.510000 sec): 3 clusters
  Score: Raw -863573.240252 + Penalty 2932.294073 = -860640.946179
  nChanged 9
		SP:Iteration 118Q (109480.720000 sec): 3 clusters
  Score: Raw -863574.386617 + Penalty 2932.294073 = -860642.092545
  nChanged 12
		SP:Iteration 119Q (109480.930000 sec): 3 clusters
  Score: Raw -863575.872044 + Penalty 2932.294073 = -860643.577971
  nChanged 14
		SP:Iteration 120F (109481.140000 sec): 3 clusters
  Score: Raw -863578.657161 + Penalty 2932.294073 = -860646.363088
  nChanged 11
		SP:Iteration 121Q (109481.350000 sec): 3 clusters
  Score: Raw -863581.441868 + Penalty 2932.294073 = -860649.147795
  nChanged 11
		SP:Iteration 122Q (109481.570000 sec): 3 clusters
  Score: Raw -863583.231813 + Penalty 2932.294073 = -860650.937740
  nChanged 4
		SP:Iteration 123Q (109481.820000 sec): 3 clusters
  Score: Raw -863583.880897 + Penalty 2932.294073 = -860651.586824
  nChanged 4
		SP:Iteration 124Q (109482.020000 sec): 3 clusters
  Score: Raw -863584.777300 + Penalty 2932.294073 = -860652.483228
  nChanged 4
		SP:Iteration 125Q (109482.250000 sec): 3 clusters
  Score: Raw -863585.173308 + Penalty 2932.294073 = -860652.879235
  nChanged 2
		SP:Iteration 126Q (109482.430000 sec): 3 clusters
  Score: Raw -863585.365444 + Penalty 2932.294073 = -860653.071371
  nChanged 2
		SP:Iteration 127Q (109482.690000 sec): 3 clusters
  Score: Raw -863586.017889 + Penalty 2932.294073 = -860653.723816
  nChanged 4
		SP:Iteration 128Q (109482.910000 sec): 3 clusters
  Score: Raw -863586.893565 + Penalty 2932.294073 = -860654.599493
  nChanged 6
		SP:Iteration 129Q (109483.150000 sec): 3 clusters
  Score: Raw -863587.907296 + Penalty 2932.294073 = -860655.613223
  nChanged 6
		SP:Iteration 130Q (109483.370000 sec): 3 clusters
  Score: Raw -863589.781467 + Penalty 2932.294073 = -860657.487394
  nChanged 9
		SP:Iteration 131Q (109483.600000 sec): 3 clusters
  Score: Raw -863591.242591 + Penalty 2932.294073 = -860658.948518
  nChanged 8
		SP:Iteration 132Q (109483.830000 sec): 3 clusters
  Score: Raw -863593.585733 + Penalty 2932.294073 = -860661.291661
  nChanged 18
		SP:Iteration 133Q (109484.090000 sec): 3 clusters
  Score: Raw -863597.940734 + Penalty 2932.294073 = -860665.646661
  nChanged 20
		SP:Iteration 134Q (109484.320000 sec): 3 clusters
  Score: Raw -863603.562391 + Penalty 2932.294073 = -860671.268318
  nChanged 21
		SP:Iteration 135Q (109484.570000 sec): 3 clusters
  Score: Raw -863609.355795 + Penalty 2932.294073 = -860677.061723
  nChanged 23
		SP:Iteration 136Q (109484.810000 sec): 3 clusters
  Score: Raw -863614.581731 + Penalty 2932.294073 = -860682.287658
  nChanged 16
		SP:Iteration 137Q (109485.050000 sec): 3 clusters
  Score: Raw -863618.574678 + Penalty 2932.294073 = -860686.280605
  nChanged 10
		SP:Iteration 138Q (109485.250000 sec): 3 clusters
  Score: Raw -863620.436391 + Penalty 2932.294073 = -860688.142318
  nChanged 6
		SP:Iteration 139Q (109485.480000 sec): 3 clusters
  Score: Raw -863621.651491 + Penalty 2932.294073 = -860689.357418
  nChanged 13
		SP:Iteration 140F (109485.670000 sec): 3 clusters
  Score: Raw -863625.428612 + Penalty 2932.294073 = -860693.134540
  nChanged 16
		SP:Iteration 141Q (109485.890000 sec): 3 clusters
  Score: Raw -863630.312357 + Penalty 2932.294073 = -860698.018284
  nChanged 20
		SP:Iteration 142Q (109486.120000 sec): 3 clusters
  Score: Raw -863636.952716 + Penalty 2932.294073 = -860704.658643
  nChanged 19
		SP:Iteration 143Q (109486.300000 sec): 3 clusters
  Score: Raw -863642.602464 + Penalty 2932.294073 = -860710.308391
  nChanged 15
		SP:Iteration 144Q (109486.530000 sec): 3 clusters
  Score: Raw -863646.154988 + Penalty 2932.294073 = -860713.860916
  nChanged 12
		SP:Iteration 145Q (109486.710000 sec): 3 clusters
  Score: Raw -863649.069263 + Penalty 2932.294073 = -860716.775191
  nChanged 9
		SP:Iteration 146Q (109486.900000 sec): 3 clusters
  Score: Raw -863650.918193 + Penalty 2932.294073 = -860718.624120
  nChanged 12
		SP:Iteration 147Q (109487.140000 sec): 3 clusters
  Score: Raw -863653.378509 + Penalty 2932.294073 = -860721.084436
  nChanged 9
		SP:Iteration 148Q (109487.330000 sec): 3 clusters
  Score: Raw -863655.140387 + Penalty 2932.294073 = -860722.846314
  nChanged 6
		SP:Iteration 149Q (109487.550000 sec): 3 clusters
  Score: Raw -863656.222307 + Penalty 2932.294073 = -860723.928234
  nChanged 5
		SP:Iteration 150Q (109487.760000 sec): 3 clusters
  Score: Raw -863657.116222 + Penalty 2932.294073 = -860724.822149
  nChanged 5
		SP:Iteration 151Q (109488.000000 sec): 3 clusters
  Score: Raw -863657.741283 + Penalty 2932.294073 = -860725.447210
  nChanged 4
		SP:Iteration 152Q (109488.210000 sec): 3 clusters
  Score: Raw -863658.599932 + Penalty 2932.294073 = -860726.305859
  nChanged 6
		SP:Iteration 153Q (109488.460000 sec): 3 clusters
  Score: Raw -863660.570530 + Penalty 2932.294073 = -860728.276457
  nChanged 8
		SP:Iteration 154Q (109488.640000 sec): 3 clusters
  Score: Raw -863662.769046 + Penalty 2932.294073 = -860730.474973
  nChanged 11
		SP:Iteration 155Q (109488.860000 sec): 3 clusters
  Score: Raw -863665.236014 + Penalty 2932.294073 = -860732.941941
  nChanged 7
		SP:Iteration 156Q (109489.100000 sec): 3 clusters
  Score: Raw -863666.578972 + Penalty 2932.294073 = -860734.284900
  nChanged 6
		SP:Iteration 157Q (109489.300000 sec): 3 clusters
  Score: Raw -863667.757254 + Penalty 2932.294073 = -860735.463182
  nChanged 3
		SP:Iteration 158Q (109489.500000 sec): 3 clusters
  Score: Raw -863667.987930 + Penalty 2932.294073 = -860735.693858
  nChanged 2
		SP:Iteration 159Q (109489.780000 sec): 3 clusters
  Score: Raw -863668.195649 + Penalty 2932.294073 = -860735.901576
  nChanged 1
		SP:Iteration 160F (109489.960000 sec): 3 clusters
  Score: Raw -863668.335779 + Penalty 2932.294073 = -860736.041706
  nChanged 2
		SP:Iteration 161Q (109490.190000 sec): 3 clusters
  Score: Raw -863668.536589 + Penalty 2932.294073 = -860736.242516
  nChanged 1
		SP:Iteration 162Q (109490.450000 sec): 3 clusters
  Score: Raw -863668.634488 + Penalty 2932.294073 = -860736.340416
  nChanged 2
		SP:Iteration 163Q (109490.630000 sec): 3 clusters
  Score: Raw -863668.793134 + Penalty 2932.294073 = -860736.499062
  nChanged 0
		SP:Iteration 164F (109490.840000 sec): 3 clusters
  Score: Raw -863668.793134 + Penalty 2932.294073 = -860736.499062
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109491.330000 sec): 2 clusters
  Score: Raw -7748928.196953 + Penalty 1825.099981 = -7747103.096972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109491.860000 sec): 3 clusters
  Score: Raw -7700336.466260 + Penalty 3650.199962 = -7696686.266299
  nChanged 35786
		SP:Iteration 1F (109492.370000 sec): 3 clusters
  Score: Raw -7720994.054028 + Penalty 3650.199962 = -7717343.854067
  nChanged 2819
		SP:Iteration 2Q (109492.850000 sec): 3 clusters
  Score: Raw -7721779.679672 + Penalty 3650.199962 = -7718129.479710
  nChanged 2914
		SP:Iteration 3Q (109493.370000 sec): 3 clusters
  Score: Raw -7722692.976325 + Penalty 3650.199962 = -7719042.776364
  nChanged 3231
		SP:Iteration 4Q (109493.900000 sec): 3 clusters
  Score: Raw -7723828.257559 + Penalty 3650.199962 = -7720178.057597
  nChanged 3580
		SP:Iteration 5Q (109494.380000 sec): 3 clusters
  Score: Raw -7725264.756762 + Penalty 3650.199962 = -7721614.556800
  nChanged 3960
		SP:Iteration 6F (109494.900000 sec): 3 clusters
  Score: Raw -7727113.310141 + Penalty 3650.199962 = -7723463.110179
  nChanged 4203
		SP:Iteration 7F (109495.430000 sec): 3 clusters
  Score: Raw -7729300.949626 + Penalty 3650.199962 = -7725650.749664
  nChanged 4214
		SP:Iteration 8F (109495.950000 sec): 3 clusters
  Score: Raw -7731729.695339 + Penalty 3650.199962 = -7728079.495377
  nChanged 4055
		SP:Iteration 9F (109496.520000 sec): 3 clusters
  Score: Raw -7734375.934300 + Penalty 3650.199962 = -7730725.734338
  nChanged 3877
		SP:Iteration 10F (109497.130000 sec): 3 clusters
  Score: Raw -7737315.359687 + Penalty 3650.199962 = -7733665.159725
  nChanged 3296
		SP:Iteration 11Q (109497.730000 sec): 3 clusters
  Score: Raw -7740169.849290 + Penalty 3650.199962 = -7736519.649328
  nChanged 2606
		SP:Iteration 12Q (109498.290000 sec): 3 clusters
  Score: Raw -7742332.320005 + Penalty 3650.199962 = -7738682.120043
  nChanged 1944
		SP:Iteration 13Q (109498.810000 sec): 3 clusters
  Score: Raw -7743755.686823 + Penalty 3650.199962 = -7740105.486861
  nChanged 1503
		SP:Iteration 14Q (109499.330000 sec): 3 clusters
  Score: Raw -7744751.360526 + Penalty 3650.199962 = -7741101.160565
  nChanged 1233
		SP:Iteration 15Q (109499.880000 sec): 3 clusters
  Score: Raw -7745548.516426 + Penalty 3650.199962 = -7741898.316464
  nChanged 1084
		SP:Iteration 16Q (109500.420000 sec): 3 clusters
  Score: Raw -7746228.678140 + Penalty 3650.199962 = -7742578.478178
  nChanged 919
		SP:Iteration 17Q (109500.940000 sec): 3 clusters
  Score: Raw -7746822.920462 + Penalty 3650.199962 = -7743172.720500
  nChanged 829
		SP:Iteration 18Q (109501.460000 sec): 3 clusters
  Score: Raw -7747347.626366 + Penalty 3650.199962 = -7743697.426404
  nChanged 690
		SP:Iteration 19Q (109501.930000 sec): 3 clusters
  Score: Raw -7747820.361494 + Penalty 3650.199962 = -7744170.161533
  nChanged 615
		SP:Iteration 20F (109502.400000 sec): 3 clusters
  Score: Raw -7748244.146310 + Penalty 3650.199962 = -7744593.946349
  nChanged 511
		SP:Iteration 21Q (109502.910000 sec): 3 clusters
  Score: Raw -7748571.376607 + Penalty 3650.199962 = -7744921.176646
  nChanged 414
		SP:Iteration 22Q (109503.440000 sec): 3 clusters
  Score: Raw -7748824.121828 + Penalty 3650.199962 = -7745173.921866
  nChanged 345
		SP:Iteration 23Q (109503.930000 sec): 3 clusters
  Score: Raw -7749028.925932 + Penalty 3650.199962 = -7745378.725971
  nChanged 289
		SP:Iteration 24Q (109504.390000 sec): 3 clusters
  Score: Raw -7749196.955752 + Penalty 3650.199962 = -7745546.755790
  nChanged 233
		SP:Iteration 25Q (109504.880000 sec): 3 clusters
  Score: Raw -7749322.031202 + Penalty 3650.199962 = -7745671.831241
  nChanged 193
		SP:Iteration 26Q (109505.300000 sec): 3 clusters
  Score: Raw -7749416.975751 + Penalty 3650.199962 = -7745766.775789
  nChanged 140
		SP:Iteration 27Q (109505.720000 sec): 3 clusters
  Score: Raw -7749478.894956 + Penalty 3650.199962 = -7745828.694994
  nChanged 113
		SP:Iteration 28Q (109506.180000 sec): 3 clusters
  Score: Raw -7749523.625725 + Penalty 3650.199962 = -7745873.425763
  nChanged 97
		SP:Iteration 29Q (109506.630000 sec): 3 clusters
  Score: Raw -7749559.520936 + Penalty 3650.199962 = -7745909.320974
  nChanged 88
		SP:Iteration 30Q (109507.080000 sec): 3 clusters
  Score: Raw -7749592.410102 + Penalty 3650.199962 = -7745942.210140
  nChanged 68
		SP:Iteration 31Q (109507.560000 sec): 3 clusters
  Score: Raw -7749616.132219 + Penalty 3650.199962 = -7745965.932258
  nChanged 60
		SP:Iteration 32Q (109508.020000 sec): 3 clusters
  Score: Raw -7749638.225830 + Penalty 3650.199962 = -7745988.025869
  nChanged 55
		SP:Iteration 33Q (109508.490000 sec): 3 clusters
  Score: Raw -7749659.000002 + Penalty 3650.199962 = -7746008.800040
  nChanged 42
		SP:Iteration 34Q (109508.990000 sec): 3 clusters
  Score: Raw -7749671.198505 + Penalty 3650.199962 = -7746020.998544
  nChanged 38
		SP:Iteration 35Q (109509.490000 sec): 3 clusters
  Score: Raw -7749681.082099 + Penalty 3650.199962 = -7746030.882137
  nChanged 36
		SP:Iteration 36Q (109509.970000 sec): 3 clusters
  Score: Raw -7749689.670917 + Penalty 3650.199962 = -7746039.470956
  nChanged 31
		SP:Iteration 37Q (109510.480000 sec): 3 clusters
  Score: Raw -7749696.984665 + Penalty 3650.199962 = -7746046.784703
  nChanged 24
		SP:Iteration 38Q (109510.990000 sec): 3 clusters
  Score: Raw -7749701.879169 + Penalty 3650.199962 = -7746051.679207
  nChanged 26
		SP:Iteration 39Q (109511.460000 sec): 3 clusters
  Score: Raw -7749706.819939 + Penalty 3650.199962 = -7746056.619978
  nChanged 17
		SP:Iteration 40F (109512.020000 sec): 3 clusters
  Score: Raw -7749709.413912 + Penalty 3650.199962 = -7746059.213951
  nChanged 15
		SP:Iteration 41Q (109512.550000 sec): 3 clusters
  Score: Raw -7749712.243433 + Penalty 3650.199962 = -7746062.043471
  nChanged 15
		SP:Iteration 42Q (109513.010000 sec): 3 clusters
  Score: Raw -7749714.408613 + Penalty 3650.199962 = -7746064.208652
  nChanged 14
		SP:Iteration 43Q (109513.510000 sec): 3 clusters
  Score: Raw -7749717.663261 + Penalty 3650.199962 = -7746067.463299
  nChanged 17
		SP:Iteration 44Q (109513.970000 sec): 3 clusters
  Score: Raw -7749721.476279 + Penalty 3650.199962 = -7746071.276318
  nChanged 13
		SP:Iteration 45Q (109514.410000 sec): 3 clusters
  Score: Raw -7749723.999508 + Penalty 3650.199962 = -7746073.799546
  nChanged 4
		SP:Iteration 46Q (109514.880000 sec): 3 clusters
  Score: Raw -7749724.840603 + Penalty 3650.199962 = -7746074.640642
  nChanged 2
		SP:Iteration 47Q (109515.370000 sec): 3 clusters
  Score: Raw -7749725.314976 + Penalty 3650.199962 = -7746075.115014
  nChanged 3
		SP:Iteration 48Q (109515.810000 sec): 3 clusters
  Score: Raw -7749725.937501 + Penalty 3650.199962 = -7746075.737539
  nChanged 3
		SP:Iteration 49Q (109516.290000 sec): 3 clusters
  Score: Raw -7749726.483290 + Penalty 3650.199962 = -7746076.283329
  nChanged 3
		SP:Iteration 50Q (109516.780000 sec): 3 clusters
  Score: Raw -7749726.952988 + Penalty 3650.199962 = -7746076.753026
  nChanged 2
		SP:Iteration 51Q (109517.250000 sec): 3 clusters
  Score: Raw -7749727.220303 + Penalty 3650.199962 = -7746077.020342
  nChanged 0
		SP:Iteration 52F (109517.830000 sec): 3 clusters
  Score: Raw -7749727.220303 + Penalty 3650.199962 = -7746077.020342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109518.000000 sec): 2 clusters
  Score: Raw -1520174.136084 + Penalty 1558.997781 = -1518615.138303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109518.260000 sec): 3 clusters
  Score: Raw -1511608.748741 + Penalty 3117.995562 = -1508490.753179
  nChanged 6462
		SP:Iteration 1F (109518.510000 sec): 3 clusters
  Score: Raw -1515129.398155 + Penalty 3117.995562 = -1512011.402592
  nChanged 881
		SP:Iteration 2F (109518.750000 sec): 3 clusters
  Score: Raw -1515522.099074 + Penalty 3117.995562 = -1512404.103512
  nChanged 803
		SP:Iteration 3F (109519.030000 sec): 3 clusters
  Score: Raw -1515901.713572 + Penalty 3117.995562 = -1512783.718009
  nChanged 797
		SP:Iteration 4F (109519.250000 sec): 3 clusters
  Score: Raw -1516318.876091 + Penalty 3117.995562 = -1513200.880529
  nChanged 808
		SP:Iteration 5F (109519.530000 sec): 3 clusters
  Score: Raw -1516767.009584 + Penalty 3117.995562 = -1513649.014022
  nChanged 810
		SP:Iteration 6F (109519.750000 sec): 3 clusters
  Score: Raw -1517193.085716 + Penalty 3117.995562 = -1514075.090154
  nChanged 717
		SP:Iteration 7Q (109519.980000 sec): 3 clusters
  Score: Raw -1517517.284079 + Penalty 3117.995562 = -1514399.288517
  nChanged 576
		SP:Iteration 8Q (109520.240000 sec): 3 clusters
  Score: Raw -1517745.691652 + Penalty 3117.995562 = -1514627.696090
  nChanged 482
		SP:Iteration 9Q (109520.500000 sec): 3 clusters
  Score: Raw -1517908.347279 + Penalty 3117.995562 = -1514790.351716
  nChanged 392
		SP:Iteration 10Q (109520.740000 sec): 3 clusters
  Score: Raw -1518010.878314 + Penalty 3117.995562 = -1514892.882752
  nChanged 267
		SP:Iteration 11Q (109520.980000 sec): 3 clusters
  Score: Raw -1518072.237596 + Penalty 3117.995562 = -1514954.242034
  nChanged 199
		SP:Iteration 12Q (109521.330000 sec): 3 clusters
  Score: Raw -1518109.769727 + Penalty 3117.995562 = -1514991.774164
  nChanged 162
		SP:Iteration 13Q (109521.580000 sec): 3 clusters
  Score: Raw -1518130.707845 + Penalty 3117.995562 = -1515012.712283
  nChanged 110
		SP:Iteration 14Q (109521.850000 sec): 3 clusters
  Score: Raw -1518145.916993 + Penalty 3117.995562 = -1515027.921431
  nChanged 88
		SP:Iteration 15Q (109522.170000 sec): 3 clusters
  Score: Raw -1518156.431833 + Penalty 3117.995562 = -1515038.436270
  nChanged 85
		SP:Iteration 16Q (109522.450000 sec): 3 clusters
  Score: Raw -1518168.463104 + Penalty 3117.995562 = -1515050.467542
  nChanged 82
		SP:Iteration 17Q (109522.740000 sec): 3 clusters
  Score: Raw -1518177.075503 + Penalty 3117.995562 = -1515059.079941
  nChanged 62
		SP:Iteration 18Q (109522.980000 sec): 3 clusters
  Score: Raw -1518182.711837 + Penalty 3117.995562 = -1515064.716275
  nChanged 59
		SP:Iteration 19Q (109523.230000 sec): 3 clusters
  Score: Raw -1518188.394673 + Penalty 3117.995562 = -1515070.399111
  nChanged 41
		SP:Iteration 20F (109523.540000 sec): 3 clusters
  Score: Raw -1518192.229189 + Penalty 3117.995562 = -1515074.233627
  nChanged 31
		SP:Iteration 21Q (109523.790000 sec): 3 clusters
  Score: Raw -1518194.892331 + Penalty 3117.995562 = -1515076.896769
  nChanged 19
		SP:Iteration 22Q (109524.040000 sec): 3 clusters
  Score: Raw -1518196.528322 + Penalty 3117.995562 = -1515078.532760
  nChanged 20
		SP:Iteration 23Q (109524.290000 sec): 3 clusters
  Score: Raw -1518198.734826 + Penalty 3117.995562 = -1515080.739264
  nChanged 22
		SP:Iteration 24Q (109524.560000 sec): 3 clusters
  Score: Raw -1518200.634514 + Penalty 3117.995562 = -1515082.638952
  nChanged 18
		SP:Iteration 25Q (109524.840000 sec): 3 clusters
  Score: Raw -1518202.004550 + Penalty 3117.995562 = -1515084.008988
  nChanged 19
		SP:Iteration 26Q (109525.140000 sec): 3 clusters
  Score: Raw -1518203.604029 + Penalty 3117.995562 = -1515085.608467
  nChanged 23
		SP:Iteration 27Q (109525.350000 sec): 3 clusters
  Score: Raw -1518205.187485 + Penalty 3117.995562 = -1515087.191923
  nChanged 25
		SP:Iteration 28Q (109525.660000 sec): 3 clusters
  Score: Raw -1518207.103019 + Penalty 3117.995562 = -1515089.107457
  nChanged 24
		SP:Iteration 29Q (109525.930000 sec): 3 clusters
  Score: Raw -1518209.225136 + Penalty 3117.995562 = -1515091.229574
  nChanged 19
		SP:Iteration 30Q (109526.210000 sec): 3 clusters
  Score: Raw -1518210.813333 + Penalty 3117.995562 = -1515092.817770
  nChanged 24
		SP:Iteration 31Q (109526.500000 sec): 3 clusters
  Score: Raw -1518212.581082 + Penalty 3117.995562 = -1515094.585520
  nChanged 20
		SP:Iteration 32Q (109526.750000 sec): 3 clusters
  Score: Raw -1518214.198539 + Penalty 3117.995562 = -1515096.202977
  nChanged 15
		SP:Iteration 33Q (109527.000000 sec): 3 clusters
  Score: Raw -1518215.529730 + Penalty 3117.995562 = -1515097.534168
  nChanged 15
		SP:Iteration 34Q (109527.300000 sec): 3 clusters
  Score: Raw -1518216.949162 + Penalty 3117.995562 = -1515098.953600
  nChanged 17
		SP:Iteration 35Q (109527.560000 sec): 3 clusters
  Score: Raw -1518218.495803 + Penalty 3117.995562 = -1515100.500241
  nChanged 17
		SP:Iteration 36Q (109527.890000 sec): 3 clusters
  Score: Raw -1518219.611299 + Penalty 3117.995562 = -1515101.615736
  nChanged 16
		SP:Iteration 37Q (109528.100000 sec): 3 clusters
  Score: Raw -1518220.801843 + Penalty 3117.995562 = -1515102.806281
  nChanged 15
		SP:Iteration 38Q (109528.350000 sec): 3 clusters
  Score: Raw -1518222.572206 + Penalty 3117.995562 = -1515104.576644
  nChanged 25
		SP:Iteration 39Q (109528.630000 sec): 3 clusters
  Score: Raw -1518225.012069 + Penalty 3117.995562 = -1515107.016506
  nChanged 31
		SP:Iteration 40F (109528.850000 sec): 3 clusters
  Score: Raw -1518227.843954 + Penalty 3117.995562 = -1515109.848391
  nChanged 33
		SP:Iteration 41Q (109529.080000 sec): 3 clusters
  Score: Raw -1518230.333860 + Penalty 3117.995562 = -1515112.338298
  nChanged 24
		SP:Iteration 42Q (109529.350000 sec): 3 clusters
  Score: Raw -1518231.774609 + Penalty 3117.995562 = -1515113.779047
  nChanged 21
		SP:Iteration 43Q (109529.580000 sec): 3 clusters
  Score: Raw -1518233.412494 + Penalty 3117.995562 = -1515115.416931
  nChanged 13
		SP:Iteration 44Q (109529.840000 sec): 3 clusters
  Score: Raw -1518234.515637 + Penalty 3117.995562 = -1515116.520075
  nChanged 14
		SP:Iteration 45Q (109530.080000 sec): 3 clusters
  Score: Raw -1518235.861693 + Penalty 3117.995562 = -1515117.866131
  nChanged 16
		SP:Iteration 46Q (109530.340000 sec): 3 clusters
  Score: Raw -1518237.720756 + Penalty 3117.995562 = -1515119.725194
  nChanged 20
		SP:Iteration 47Q (109530.560000 sec): 3 clusters
  Score: Raw -1518239.469554 + Penalty 3117.995562 = -1515121.473992
  nChanged 13
		SP:Iteration 48Q (109530.830000 sec): 3 clusters
  Score: Raw -1518240.416555 + Penalty 3117.995562 = -1515122.420993
  nChanged 9
		SP:Iteration 49Q (109531.080000 sec): 3 clusters
  Score: Raw -1518241.042912 + Penalty 3117.995562 = -1515123.047350
  nChanged 9
		SP:Iteration 50Q (109531.290000 sec): 3 clusters
  Score: Raw -1518241.706199 + Penalty 3117.995562 = -1515123.710637
  nChanged 7
		SP:Iteration 51Q (109531.560000 sec): 3 clusters
  Score: Raw -1518242.109147 + Penalty 3117.995562 = -1515124.113585
  nChanged 1
		SP:Iteration 52Q (109531.820000 sec): 3 clusters
  Score: Raw -1518242.267611 + Penalty 3117.995562 = -1515124.272048
  nChanged 3
		SP:Iteration 53Q (109532.060000 sec): 3 clusters
  Score: Raw -1518242.474259 + Penalty 3117.995562 = -1515124.478697
  nChanged 2
		SP:Iteration 54Q (109532.320000 sec): 3 clusters
  Score: Raw -1518242.832784 + Penalty 3117.995562 = -1515124.837222
  nChanged 3
		SP:Iteration 55Q (109532.550000 sec): 3 clusters
  Score: Raw -1518242.988870 + Penalty 3117.995562 = -1515124.993308
  nChanged 5
		SP:Iteration 56Q (109532.800000 sec): 3 clusters
  Score: Raw -1518243.201883 + Penalty 3117.995562 = -1515125.206321
  nChanged 1
		SP:Iteration 57Q (109533.040000 sec): 3 clusters
  Score: Raw -1518243.306815 + Penalty 3117.995562 = -1515125.311253
  nChanged 2
		SP:Iteration 58Q (109533.300000 sec): 3 clusters
  Score: Raw -1518243.446148 + Penalty 3117.995562 = -1515125.450586
  nChanged 3
		SP:Iteration 59Q (109533.540000 sec): 3 clusters
  Score: Raw -1518243.665098 + Penalty 3117.995562 = -1515125.669535
  nChanged 4
		SP:Iteration 60F (109533.770000 sec): 3 clusters
  Score: Raw -1518243.909376 + Penalty 3117.995562 = -1515125.913814
  nChanged 3
		SP:Iteration 61Q (109534.050000 sec): 3 clusters
  Score: Raw -1518244.182547 + Penalty 3117.995562 = -1515126.186985
  nChanged 3
		SP:Iteration 62Q (109534.280000 sec): 3 clusters
  Score: Raw -1518244.372899 + Penalty 3117.995562 = -1515126.377337
  nChanged 2
		SP:Iteration 63Q (109534.530000 sec): 3 clusters
  Score: Raw -1518244.498903 + Penalty 3117.995562 = -1515126.503341
  nChanged 3
		SP:Iteration 64Q (109534.780000 sec): 3 clusters
  Score: Raw -1518244.632547 + Penalty 3117.995562 = -1515126.636985
  nChanged 1
		SP:Iteration 65Q (109535.010000 sec): 3 clusters
  Score: Raw -1518244.705675 + Penalty 3117.995562 = -1515126.710112
  nChanged 4
		SP:Iteration 66Q (109535.260000 sec): 3 clusters
  Score: Raw -1518244.976858 + Penalty 3117.995562 = -1515126.981296
  nChanged 4
		SP:Iteration 67Q (109535.560000 sec): 3 clusters
  Score: Raw -1518245.288352 + Penalty 3117.995562 = -1515127.292790
  nChanged 6
		SP:Iteration 68Q (109535.820000 sec): 3 clusters
  Score: Raw -1518245.827501 + Penalty 3117.995562 = -1515127.831938
  nChanged 7
		SP:Iteration 69Q (109536.070000 sec): 3 clusters
  Score: Raw -1518246.203037 + Penalty 3117.995562 = -1515128.207474
  nChanged 7
		SP:Iteration 70Q (109536.340000 sec): 3 clusters
  Score: Raw -1518246.563529 + Penalty 3117.995562 = -1515128.567967
  nChanged 5
		SP:Iteration 71Q (109536.650000 sec): 3 clusters
  Score: Raw -1518246.815493 + Penalty 3117.995562 = -1515128.819931
  nChanged 4
		SP:Iteration 72Q (109536.980000 sec): 3 clusters
  Score: Raw -1518247.091427 + Penalty 3117.995562 = -1515129.095865
  nChanged 2
		SP:Iteration 73Q (109537.220000 sec): 3 clusters
  Score: Raw -1518247.279517 + Penalty 3117.995562 = -1515129.283955
  nChanged 4
		SP:Iteration 74Q (109537.520000 sec): 3 clusters
  Score: Raw -1518247.550401 + Penalty 3117.995562 = -1515129.554838
  nChanged 6
		SP:Iteration 75Q (109537.750000 sec): 3 clusters
  Score: Raw -1518247.928803 + Penalty 3117.995562 = -1515129.933240
  nChanged 3
		SP:Iteration 76Q (109538.010000 sec): 3 clusters
  Score: Raw -1518248.122902 + Penalty 3117.995562 = -1515130.127340
  nChanged 6
		SP:Iteration 77Q (109538.340000 sec): 3 clusters
  Score: Raw -1518248.632379 + Penalty 3117.995562 = -1515130.636816
  nChanged 4
		SP:Iteration 78Q (109538.570000 sec): 3 clusters
  Score: Raw -1518248.875182 + Penalty 3117.995562 = -1515130.879620
  nChanged 5
		SP:Iteration 79Q (109538.820000 sec): 3 clusters
  Score: Raw -1518249.226801 + Penalty 3117.995562 = -1515131.231239
  nChanged 3
		SP:Iteration 80F (109539.050000 sec): 3 clusters
  Score: Raw -1518249.341262 + Penalty 3117.995562 = -1515131.345700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109539.320000 sec): 2 clusters
  Score: Raw -3549208.274200 + Penalty 1706.556214 = -3547501.717986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109539.660000 sec): 3 clusters
  Score: Raw -3526663.830965 + Penalty 3413.112429 = -3523250.718536
  nChanged 16849
		SP:Iteration 1F (109539.980000 sec): 3 clusters
  Score: Raw -3536170.323495 + Penalty 3413.112429 = -3532757.211066
  nChanged 1878
		SP:Iteration 2F (109540.310000 sec): 3 clusters
  Score: Raw -3536970.414323 + Penalty 3413.112429 = -3533557.301894
  nChanged 1999
		SP:Iteration 3F (109540.660000 sec): 3 clusters
  Score: Raw -3537932.948538 + Penalty 3413.112429 = -3534519.836109
  nChanged 2038
		SP:Iteration 4F (109541.070000 sec): 3 clusters
  Score: Raw -3539030.320423 + Penalty 3413.112429 = -3535617.207994
  nChanged 2120
		SP:Iteration 5F (109541.420000 sec): 3 clusters
  Score: Raw -3540291.065803 + Penalty 3413.112429 = -3536877.953374
  nChanged 2012
		SP:Iteration 6F (109541.760000 sec): 3 clusters
  Score: Raw -3541472.649929 + Penalty 3413.112429 = -3538059.537500
  nChanged 1840
		SP:Iteration 7F (109542.100000 sec): 3 clusters
  Score: Raw -3542549.448623 + Penalty 3413.112429 = -3539136.336194
  nChanged 1609
		SP:Iteration 8Q (109542.440000 sec): 3 clusters
  Score: Raw -3543498.393113 + Penalty 3413.112429 = -3540085.280684
  nChanged 1457
		SP:Iteration 9Q (109542.740000 sec): 3 clusters
  Score: Raw -3544369.742202 + Penalty 3413.112429 = -3540956.629773
  nChanged 1277
		SP:Iteration 10Q (109543.100000 sec): 3 clusters
  Score: Raw -3545190.325787 + Penalty 3413.112429 = -3541777.213359
  nChanged 1140
		SP:Iteration 11Q (109543.430000 sec): 3 clusters
  Score: Raw -3545870.186308 + Penalty 3413.112429 = -3542457.073879
  nChanged 965
		SP:Iteration 12Q (109543.810000 sec): 3 clusters
  Score: Raw -3546454.183308 + Penalty 3413.112429 = -3543041.070879
  nChanged 919
		SP:Iteration 13Q (109544.200000 sec): 3 clusters
  Score: Raw -3547012.043409 + Penalty 3413.112429 = -3543598.930980
  nChanged 765
		SP:Iteration 14Q (109544.610000 sec): 3 clusters
  Score: Raw -3547453.732846 + Penalty 3413.112429 = -3544040.620417
  nChanged 666
		SP:Iteration 15Q (109545.020000 sec): 3 clusters
  Score: Raw -3547856.115415 + Penalty 3413.112429 = -3544443.002986
  nChanged 619
		SP:Iteration 16Q (109545.420000 sec): 3 clusters
  Score: Raw -3548265.332820 + Penalty 3413.112429 = -3544852.220391
  nChanged 560
		SP:Iteration 17Q (109545.760000 sec): 3 clusters
  Score: Raw -3548689.029145 + Penalty 3413.112429 = -3545275.916716
  nChanged 508
		SP:Iteration 18Q (109546.130000 sec): 3 clusters
  Score: Raw -3549060.880322 + Penalty 3413.112429 = -3545647.767893
  nChanged 426
		SP:Iteration 19Q (109546.440000 sec): 3 clusters
  Score: Raw -3549357.983489 + Penalty 3413.112429 = -3545944.871060
  nChanged 315
		SP:Iteration 20F (109546.810000 sec): 3 clusters
  Score: Raw -3549541.134609 + Penalty 3413.112429 = -3546128.022180
  nChanged 232
		SP:Iteration 21Q (109547.210000 sec): 3 clusters
  Score: Raw -3549645.013294 + Penalty 3413.112429 = -3546231.900865
  nChanged 155
		SP:Iteration 22Q (109547.560000 sec): 3 clusters
  Score: Raw -3549705.670189 + Penalty 3413.112429 = -3546292.557760
  nChanged 110
		SP:Iteration 23Q (109547.900000 sec): 3 clusters
  Score: Raw -3549745.048053 + Penalty 3413.112429 = -3546331.935624
  nChanged 96
		SP:Iteration 24Q (109548.210000 sec): 3 clusters
  Score: Raw -3549782.024927 + Penalty 3413.112429 = -3546368.912498
  nChanged 89
		SP:Iteration 25Q (109548.560000 sec): 3 clusters
  Score: Raw -3549813.808773 + Penalty 3413.112429 = -3546400.696344
  nChanged 66
		SP:Iteration 26Q (109548.830000 sec): 3 clusters
  Score: Raw -3549837.050805 + Penalty 3413.112429 = -3546423.938377
  nChanged 67
		SP:Iteration 27Q (109549.120000 sec): 3 clusters
  Score: Raw -3549856.029887 + Penalty 3413.112429 = -3546442.917458
  nChanged 52
		SP:Iteration 28Q (109549.390000 sec): 3 clusters
  Score: Raw -3549870.087866 + Penalty 3413.112429 = -3546456.975437
  nChanged 49
		SP:Iteration 29Q (109549.680000 sec): 3 clusters
  Score: Raw -3549884.507029 + Penalty 3413.112429 = -3546471.394600
  nChanged 49
		SP:Iteration 30Q (109549.990000 sec): 3 clusters
  Score: Raw -3549899.279644 + Penalty 3413.112429 = -3546486.167215
  nChanged 39
		SP:Iteration 31Q (109550.320000 sec): 3 clusters
  Score: Raw -3549909.635851 + Penalty 3413.112429 = -3546496.523422
  nChanged 33
		SP:Iteration 32Q (109550.660000 sec): 3 clusters
  Score: Raw -3549917.906791 + Penalty 3413.112429 = -3546504.794362
  nChanged 24
		SP:Iteration 33Q (109550.970000 sec): 3 clusters
  Score: Raw -3549924.069860 + Penalty 3413.112429 = -3546510.957431
  nChanged 25
		SP:Iteration 34Q (109551.250000 sec): 3 clusters
  Score: Raw -3549930.074912 + Penalty 3413.112429 = -3546516.962483
  nChanged 18
		SP:Iteration 35Q (109551.580000 sec): 3 clusters
  Score: Raw -3549934.611957 + Penalty 3413.112429 = -3546521.499528
  nChanged 14
		SP:Iteration 36Q (109551.880000 sec): 3 clusters
  Score: Raw -3549937.359687 + Penalty 3413.112429 = -3546524.247258
  nChanged 13
		SP:Iteration 37Q (109552.210000 sec): 3 clusters
  Score: Raw -3549940.004294 + Penalty 3413.112429 = -3546526.891865
  nChanged 11
		SP:Iteration 38Q (109552.480000 sec): 3 clusters
  Score: Raw -3549942.554355 + Penalty 3413.112429 = -3546529.441926
  nChanged 14
		SP:Iteration 39Q (109552.770000 sec): 3 clusters
  Score: Raw -3549946.294189 + Penalty 3413.112429 = -3546533.181760
  nChanged 15
		SP:Iteration 40F (109553.110000 sec): 3 clusters
  Score: Raw -3549949.719073 + Penalty 3413.112429 = -3546536.606644
  nChanged 10
		SP:Iteration 41Q (109553.400000 sec): 3 clusters
  Score: Raw -3549951.944280 + Penalty 3413.112429 = -3546538.831851
  nChanged 3
		SP:Iteration 42Q (109553.730000 sec): 3 clusters
  Score: Raw -3549952.465069 + Penalty 3413.112429 = -3546539.352640
  nChanged 4
		SP:Iteration 43Q (109554.040000 sec): 3 clusters
  Score: Raw -3549953.114406 + Penalty 3413.112429 = -3546540.001977
  nChanged 4
		SP:Iteration 44Q (109554.320000 sec): 3 clusters
  Score: Raw -3549954.341489 + Penalty 3413.112429 = -3546541.229060
  nChanged 7
		SP:Iteration 45Q (109554.630000 sec): 3 clusters
  Score: Raw -3549955.769990 + Penalty 3413.112429 = -3546542.657561
  nChanged 3
		SP:Iteration 46Q (109554.920000 sec): 3 clusters
  Score: Raw -3549956.344712 + Penalty 3413.112429 = -3546543.232283
  nChanged 5
		SP:Iteration 47Q (109555.230000 sec): 3 clusters
  Score: Raw -3549957.490399 + Penalty 3413.112429 = -3546544.377970
  nChanged 9
		SP:Iteration 48Q (109555.560000 sec): 3 clusters
  Score: Raw -3549959.667619 + Penalty 3413.112429 = -3546546.555190
  nChanged 9
		SP:Iteration 49Q (109555.850000 sec): 3 clusters
  Score: Raw -3549962.291795 + Penalty 3413.112429 = -3546549.179366
  nChanged 12
		SP:Iteration 50Q (109556.180000 sec): 3 clusters
  Score: Raw -3549965.343529 + Penalty 3413.112429 = -3546552.231100
  nChanged 11
		SP:Iteration 51Q (109556.520000 sec): 3 clusters
  Score: Raw -3549968.956215 + Penalty 3413.112429 = -3546555.843786
  nChanged 11
		SP:Iteration 52Q (109556.850000 sec): 3 clusters
  Score: Raw -3549972.392236 + Penalty 3413.112429 = -3546559.279807
  nChanged 14
		SP:Iteration 53Q (109557.170000 sec): 3 clusters
  Score: Raw -3549976.219725 + Penalty 3413.112429 = -3546563.107296
  nChanged 15
		SP:Iteration 54Q (109557.480000 sec): 3 clusters
  Score: Raw -3549979.954291 + Penalty 3413.112429 = -3546566.841862
  nChanged 10
		SP:Iteration 55Q (109557.820000 sec): 3 clusters
  Score: Raw -3549982.378957 + Penalty 3413.112429 = -3546569.266528
  nChanged 11
		SP:Iteration 56Q (109558.140000 sec): 3 clusters
  Score: Raw -3549986.043287 + Penalty 3413.112429 = -3546572.930858
  nChanged 14
		SP:Iteration 57Q (109558.440000 sec): 3 clusters
  Score: Raw -3549989.009775 + Penalty 3413.112429 = -3546575.897346
  nChanged 5
		SP:Iteration 58Q (109558.720000 sec): 3 clusters
  Score: Raw -3549989.769608 + Penalty 3413.112429 = -3546576.657179
  nChanged 2
		SP:Iteration 59Q (109559.010000 sec): 3 clusters
  Score: Raw -3549990.044702 + Penalty 3413.112429 = -3546576.932274
  nChanged 1
		SP:Iteration 60F (109559.390000 sec): 3 clusters
  Score: Raw -3549990.171641 + Penalty 3413.112429 = -3546577.059212
  nChanged 2
		SP:Iteration 61Q (109559.680000 sec): 3 clusters
  Score: Raw -3549990.601827 + Penalty 3413.112429 = -3546577.489398
  nChanged 1
		SP:Iteration 62Q (109559.950000 sec): 3 clusters
  Score: Raw -3549990.971835 + Penalty 3413.112429 = -3546577.859406
  nChanged 3
		SP:Iteration 63Q (109560.280000 sec): 3 clusters
  Score: Raw -3549991.512228 + Penalty 3413.112429 = -3546578.399799
  nChanged 1
		SP:Iteration 64Q (109560.610000 sec): 3 clusters
  Score: Raw -3549991.697172 + Penalty 3413.112429 = -3546578.584743
  nChanged 1
		SP:Iteration 65Q (109560.920000 sec): 3 clusters
  Score: Raw -3549991.892826 + Penalty 3413.112429 = -3546578.780397
  nChanged 0
		SP:Iteration 66F (109561.250000 sec): 3 clusters
  Score: Raw -3549991.892826 + Penalty 3413.112429 = -3546578.780397
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109561.350000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109561.550000 sec): 3 clusters
  Score: Raw -49832.238199 + Penalty 2007.831837 = -47824.406362
  nChanged 114
		SP:Iteration 1F (109561.730000 sec): 3 clusters
  Score: Raw -49978.480249 + Penalty 2007.831837 = -47970.648411
  nChanged 28
		SP:Iteration 2F (109561.910000 sec): 3 clusters
  Score: Raw -50027.303394 + Penalty 2007.831837 = -48019.471557
  nChanged 10
		SP:Iteration 3Q (109562.130000 sec): 3 clusters
  Score: Raw -50042.748922 + Penalty 2007.831837 = -48034.917085
  nChanged 8
		SP:Iteration 4Q (109562.260000 sec): 3 clusters
  Score: Raw -50055.422535 + Penalty 2007.831837 = -48047.590698
  nChanged 3
		SP:Iteration 5Q (109562.470000 sec): 3 clusters
  Score: Raw -50060.061360 + Penalty 2007.831837 = -48052.229523
  nChanged 3
		SP:Iteration 6Q (109562.630000 sec): 3 clusters
  Score: Raw -50063.388896 + Penalty 2007.831837 = -48055.557059
  nChanged 1
		SP:Iteration 7Q (109562.800000 sec): 3 clusters
  Score: Raw -50064.923870 + Penalty 2007.831837 = -48057.092033
  nChanged 1
		SP:Iteration 8Q (109562.970000 sec): 3 clusters
  Score: Raw -50065.768343 + Penalty 2007.831837 = -48057.936506
  nChanged 1
		SP:Iteration 9Q (109563.190000 sec): 3 clusters
  Score: Raw -50066.727787 + Penalty 2007.831837 = -48058.895950
  nChanged 1
		SP:Iteration 10Q (109563.340000 sec): 3 clusters
  Score: Raw -50068.128361 + Penalty 2007.831837 = -48060.296524
  nChanged 0
		SP:Iteration 11F (109563.500000 sec): 3 clusters
  Score: Raw -50068.128361 + Penalty 2007.831837 = -48060.296524
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109564.230000 sec): 2 clusters
  Score: Raw -17798477.210485 + Penalty 1954.795129 = -17796522.415356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109565.090000 sec): 3 clusters
  Score: Raw -17687840.049880 + Penalty 3909.590257 = -17683930.459623
  nChanged 81237
		SP:Iteration 1F (109565.900000 sec): 3 clusters
  Score: Raw -17736347.928505 + Penalty 3909.590257 = -17732438.338248
  nChanged 5648
		SP:Iteration 2Q (109566.770000 sec): 3 clusters
  Score: Raw -17737742.535432 + Penalty 3909.590257 = -17733832.945175
  nChanged 6221
		SP:Iteration 3Q (109567.640000 sec): 3 clusters
  Score: Raw -17739470.862996 + Penalty 3909.590257 = -17735561.272739
  nChanged 6943
		SP:Iteration 4Q (109568.540000 sec): 3 clusters
  Score: Raw -17741776.356351 + Penalty 3909.590257 = -17737866.766094
  nChanged 8123
		SP:Iteration 5Q (109569.470000 sec): 3 clusters
  Score: Raw -17745050.759056 + Penalty 3909.590257 = -17741141.168799
  nChanged 9063
		SP:Iteration 6F (109570.300000 sec): 3 clusters
  Score: Raw -17749302.163301 + Penalty 3909.590257 = -17745392.573044
  nChanged 9772
		SP:Iteration 7F (109571.110000 sec): 3 clusters
  Score: Raw -17754509.445893 + Penalty 3909.590257 = -17750599.855636
  nChanged 9822
		SP:Iteration 8F (109571.890000 sec): 3 clusters
  Score: Raw -17760251.007601 + Penalty 3909.590257 = -17756341.417344
  nChanged 9105
		SP:Iteration 9F (109572.690000 sec): 3 clusters
  Score: Raw -17766435.702484 + Penalty 3909.590257 = -17762526.112227
  nChanged 8313
		SP:Iteration 10Q (109573.460000 sec): 3 clusters
  Score: Raw -17773084.837005 + Penalty 3909.590257 = -17769175.246748
  nChanged 7086
		SP:Iteration 11Q (109574.330000 sec): 3 clusters
  Score: Raw -17779470.229425 + Penalty 3909.590257 = -17775560.639168
  nChanged 5887
		SP:Iteration 12Q (109575.210000 sec): 3 clusters
  Score: Raw -17785041.181320 + Penalty 3909.590257 = -17781131.591063
  nChanged 4663
		SP:Iteration 13Q (109576.070000 sec): 3 clusters
  Score: Raw -17789026.701007 + Penalty 3909.590257 = -17785117.110750
  nChanged 3356
		SP:Iteration 14Q (109576.890000 sec): 3 clusters
  Score: Raw -17791428.523957 + Penalty 3909.590257 = -17787518.933700
  nChanged 2416
		SP:Iteration 15Q (109577.700000 sec): 3 clusters
  Score: Raw -17793037.313224 + Penalty 3909.590257 = -17789127.722967
  nChanged 1846
		SP:Iteration 16Q (109578.490000 sec): 3 clusters
  Score: Raw -17794272.350199 + Penalty 3909.590257 = -17790362.759942
  nChanged 1560
		SP:Iteration 17Q (109579.270000 sec): 3 clusters
  Score: Raw -17795260.367557 + Penalty 3909.590257 = -17791350.777300
  nChanged 1354
		SP:Iteration 18Q (109580.030000 sec): 3 clusters
  Score: Raw -17796063.588301 + Penalty 3909.590257 = -17792153.998044
  nChanged 1127
		SP:Iteration 19Q (109580.770000 sec): 3 clusters
  Score: Raw -17796640.951429 + Penalty 3909.590257 = -17792731.361172
  nChanged 1020
		SP:Iteration 20F (109581.560000 sec): 3 clusters
  Score: Raw -17797131.823284 + Penalty 3909.590257 = -17793222.233027
  nChanged 882
		SP:Iteration 21Q (109582.320000 sec): 3 clusters
  Score: Raw -17797534.206584 + Penalty 3909.590257 = -17793624.616327
  nChanged 787
		SP:Iteration 22Q (109583.070000 sec): 3 clusters
  Score: Raw -17797854.513464 + Penalty 3909.590257 = -17793944.923207
  nChanged 698
		SP:Iteration 23Q (109583.830000 sec): 3 clusters
  Score: Raw -17798133.031941 + Penalty 3909.590257 = -17794223.441684
  nChanged 648
		SP:Iteration 24Q (109584.560000 sec): 3 clusters
  Score: Raw -17798372.984453 + Penalty 3909.590257 = -17794463.394196
  nChanged 586
		SP:Iteration 25Q (109585.310000 sec): 3 clusters
  Score: Raw -17798577.079306 + Penalty 3909.590257 = -17794667.489049
  nChanged 536
		SP:Iteration 26Q (109586.090000 sec): 3 clusters
  Score: Raw -17798737.256653 + Penalty 3909.590257 = -17794827.666396
  nChanged 491
		SP:Iteration 27Q (109586.900000 sec): 3 clusters
  Score: Raw -17798880.156451 + Penalty 3909.590257 = -17794970.566194
  nChanged 464
		SP:Iteration 28Q (109587.680000 sec): 3 clusters
  Score: Raw -17798996.551477 + Penalty 3909.590257 = -17795086.961220
  nChanged 393
		SP:Iteration 29Q (109588.380000 sec): 3 clusters
  Score: Raw -17799090.895965 + Penalty 3909.590257 = -17795181.305708
  nChanged 377
		SP:Iteration 30Q (109589.180000 sec): 3 clusters
  Score: Raw -17799187.004943 + Penalty 3909.590257 = -17795277.414686
  nChanged 365
		SP:Iteration 31Q (109589.990000 sec): 3 clusters
  Score: Raw -17799276.787064 + Penalty 3909.590257 = -17795367.196807
  nChanged 321
		SP:Iteration 32Q (109590.940000 sec): 3 clusters
  Score: Raw -17799348.604306 + Penalty 3909.590257 = -17795439.014049
  nChanged 296
		SP:Iteration 33Q (109591.940000 sec): 3 clusters
  Score: Raw -17799409.235984 + Penalty 3909.590257 = -17795499.645727
  nChanged 241
		SP:Iteration 34Q (109592.830000 sec): 3 clusters
  Score: Raw -17799452.285321 + Penalty 3909.590257 = -17795542.695064
  nChanged 194
		SP:Iteration 35Q (109593.770000 sec): 3 clusters
  Score: Raw -17799477.821359 + Penalty 3909.590257 = -17795568.231102
  nChanged 157
		SP:Iteration 36Q (109594.720000 sec): 3 clusters
  Score: Raw -17799495.431164 + Penalty 3909.590257 = -17795585.840907
  nChanged 111
		SP:Iteration 37Q (109595.610000 sec): 3 clusters
  Score: Raw -17799506.767800 + Penalty 3909.590257 = -17795597.177543
  nChanged 88
		SP:Iteration 38Q (109596.460000 sec): 3 clusters
  Score: Raw -17799515.425613 + Penalty 3909.590257 = -17795605.835356
  nChanged 90
		SP:Iteration 39Q (109597.290000 sec): 3 clusters
  Score: Raw -17799522.942917 + Penalty 3909.590257 = -17795613.352660
  nChanged 66
		SP:Iteration 40F (109598.170000 sec): 3 clusters
  Score: Raw -17799540.912266 + Penalty 3909.590257 = -17795631.322009
  nChanged 89
		SP:Iteration 41Q (109598.940000 sec): 3 clusters
  Score: Raw -17799551.330437 + Penalty 3909.590257 = -17795641.740180
  nChanged 82
		SP:Iteration 42Q (109599.720000 sec): 3 clusters
  Score: Raw -17799558.631634 + Penalty 3909.590257 = -17795649.041377
  nChanged 67
		SP:Iteration 43Q (109600.440000 sec): 3 clusters
  Score: Raw -17799564.584433 + Penalty 3909.590257 = -17795654.994176
  nChanged 58
		SP:Iteration 44Q (109601.190000 sec): 3 clusters
  Score: Raw -17799568.458202 + Penalty 3909.590257 = -17795658.867945
  nChanged 44
		SP:Iteration 45Q (109601.860000 sec): 3 clusters
  Score: Raw -17799571.305704 + Penalty 3909.590257 = -17795661.715447
  nChanged 37
		SP:Iteration 46Q (109602.530000 sec): 3 clusters
  Score: Raw -17799574.258555 + Penalty 3909.590257 = -17795664.668298
  nChanged 35
		SP:Iteration 47Q (109603.170000 sec): 3 clusters
  Score: Raw -17799576.107094 + Penalty 3909.590257 = -17795666.516837
  nChanged 29
		SP:Iteration 48Q (109603.890000 sec): 3 clusters
  Score: Raw -17799578.051540 + Penalty 3909.590257 = -17795668.461283
  nChanged 30
		SP:Iteration 49Q (109604.670000 sec): 3 clusters
  Score: Raw -17799580.604197 + Penalty 3909.590257 = -17795671.013940
  nChanged 35
		SP:Iteration 50Q (109605.500000 sec): 3 clusters
  Score: Raw -17799583.056018 + Penalty 3909.590257 = -17795673.465761
  nChanged 30
		SP:Iteration 51Q (109606.220000 sec): 3 clusters
  Score: Raw -17799585.150477 + Penalty 3909.590257 = -17795675.560220
  nChanged 30
		SP:Iteration 52Q (109607.000000 sec): 3 clusters
  Score: Raw -17799586.947973 + Penalty 3909.590257 = -17795677.357716
  nChanged 23
		SP:Iteration 53Q (109607.800000 sec): 3 clusters
  Score: Raw -17799588.716909 + Penalty 3909.590257 = -17795679.126652
  nChanged 27
		SP:Iteration 54Q (109608.570000 sec): 3 clusters
  Score: Raw -17799590.350127 + Penalty 3909.590257 = -17795680.759870
  nChanged 24
		SP:Iteration 55Q (109609.360000 sec): 3 clusters
  Score: Raw -17799591.638021 + Penalty 3909.590257 = -17795682.047764
  nChanged 19
		SP:Iteration 56Q (109610.160000 sec): 3 clusters
  Score: Raw -17799592.927081 + Penalty 3909.590257 = -17795683.336824
  nChanged 21
		SP:Iteration 57Q (109610.930000 sec): 3 clusters
  Score: Raw -17799594.426635 + Penalty 3909.590257 = -17795684.836378
  nChanged 23
		SP:Iteration 58Q (109611.720000 sec): 3 clusters
  Score: Raw -17799596.139238 + Penalty 3909.590257 = -17795686.548981
  nChanged 26
		SP:Iteration 59Q (109612.540000 sec): 3 clusters
  Score: Raw -17799598.051699 + Penalty 3909.590257 = -17795688.461442
  nChanged 28
		SP:Iteration 60F (109613.410000 sec): 3 clusters
  Score: Raw -17799600.602034 + Penalty 3909.590257 = -17795691.011777
  nChanged 40
		SP:Iteration 61Q (109614.200000 sec): 3 clusters
  Score: Raw -17799603.679529 + Penalty 3909.590257 = -17795694.089272
  nChanged 33
		SP:Iteration 62Q (109614.960000 sec): 3 clusters
  Score: Raw -17799605.822865 + Penalty 3909.590257 = -17795696.232608
  nChanged 25
		SP:Iteration 63Q (109615.630000 sec): 3 clusters
  Score: Raw -17799607.653747 + Penalty 3909.590257 = -17795698.063490
  nChanged 28
		SP:Iteration 64Q (109616.310000 sec): 3 clusters
  Score: Raw -17799609.437928 + Penalty 3909.590257 = -17795699.847671
  nChanged 21
		SP:Iteration 65Q (109617.100000 sec): 3 clusters
  Score: Raw -17799610.917425 + Penalty 3909.590257 = -17795701.327168
  nChanged 22
		SP:Iteration 66Q (109617.880000 sec): 3 clusters
  Score: Raw -17799612.821811 + Penalty 3909.590257 = -17795703.231554
  nChanged 25
		SP:Iteration 67Q (109618.640000 sec): 3 clusters
  Score: Raw -17799614.891815 + Penalty 3909.590257 = -17795705.301558
  nChanged 34
		SP:Iteration 68Q (109619.420000 sec): 3 clusters
  Score: Raw -17799617.253694 + Penalty 3909.590257 = -17795707.663437
  nChanged 28
		SP:Iteration 69Q (109620.280000 sec): 3 clusters
  Score: Raw -17799619.164283 + Penalty 3909.590257 = -17795709.574026
  nChanged 25
		SP:Iteration 70Q (109621.140000 sec): 3 clusters
  Score: Raw -17799620.901428 + Penalty 3909.590257 = -17795711.311171
  nChanged 20
		SP:Iteration 71Q (109621.940000 sec): 3 clusters
  Score: Raw -17799622.254103 + Penalty 3909.590257 = -17795712.663846
  nChanged 25
		SP:Iteration 72Q (109622.750000 sec): 3 clusters
  Score: Raw -17799624.194860 + Penalty 3909.590257 = -17795714.604603
  nChanged 28
		SP:Iteration 73Q (109623.610000 sec): 3 clusters
  Score: Raw -17799625.999806 + Penalty 3909.590257 = -17795716.409549
  nChanged 31
		SP:Iteration 74Q (109624.370000 sec): 3 clusters
  Score: Raw -17799628.115912 + Penalty 3909.590257 = -17795718.525655
  nChanged 26
		SP:Iteration 75Q (109625.160000 sec): 3 clusters
  Score: Raw -17799630.070407 + Penalty 3909.590257 = -17795720.480150
  nChanged 26
		SP:Iteration 76Q (109625.920000 sec): 3 clusters
  Score: Raw -17799632.058014 + Penalty 3909.590257 = -17795722.467757
  nChanged 34
		SP:Iteration 77Q (109626.680000 sec): 3 clusters
  Score: Raw -17799635.225030 + Penalty 3909.590257 = -17795725.634773
  nChanged 47
		SP:Iteration 78Q (109627.460000 sec): 3 clusters
  Score: Raw -17799639.810702 + Penalty 3909.590257 = -17795730.220445
  nChanged 30
		SP:Iteration 79Q (109628.190000 sec): 3 clusters
  Score: Raw -17799642.686843 + Penalty 3909.590257 = -17795733.096586
  nChanged 33
		SP:Iteration 80F (109629.030000 sec): 3 clusters
  Score: Raw -17799645.526044 + Penalty 3909.590257 = -17795735.935787
  nChanged 32
		SP:Iteration 81Q (109629.800000 sec): 3 clusters
  Score: Raw -17799647.904526 + Penalty 3909.590257 = -17795738.314269
  nChanged 34
		SP:Iteration 82Q (109630.530000 sec): 3 clusters
  Score: Raw -17799650.209084 + Penalty 3909.590257 = -17795740.618827
  nChanged 30
		SP:Iteration 83Q (109631.290000 sec): 3 clusters
  Score: Raw -17799652.525110 + Penalty 3909.590257 = -17795742.934853
  nChanged 37
		SP:Iteration 84Q (109632.070000 sec): 3 clusters
  Score: Raw -17799655.785185 + Penalty 3909.590257 = -17795746.194928
  nChanged 42
		SP:Iteration 85Q (109632.840000 sec): 3 clusters
  Score: Raw -17799659.217429 + Penalty 3909.590257 = -17795749.627172
  nChanged 38
		SP:Iteration 86Q (109633.590000 sec): 3 clusters
  Score: Raw -17799662.735771 + Penalty 3909.590257 = -17795753.145514
  nChanged 37
		SP:Iteration 87Q (109634.380000 sec): 3 clusters
  Score: Raw -17799665.340820 + Penalty 3909.590257 = -17795755.750563
  nChanged 31
		SP:Iteration 88Q (109635.190000 sec): 3 clusters
  Score: Raw -17799667.623793 + Penalty 3909.590257 = -17795758.033536
  nChanged 27
		SP:Iteration 89Q (109635.960000 sec): 3 clusters
  Score: Raw -17799669.428461 + Penalty 3909.590257 = -17795759.838204
  nChanged 28
		SP:Iteration 90Q (109636.790000 sec): 3 clusters
  Score: Raw -17799671.305756 + Penalty 3909.590257 = -17795761.715499
  nChanged 24
		SP:Iteration 91Q (109637.590000 sec): 3 clusters
  Score: Raw -17799672.933020 + Penalty 3909.590257 = -17795763.342763
  nChanged 25
		SP:Iteration 92Q (109638.470000 sec): 3 clusters
  Score: Raw -17799674.604948 + Penalty 3909.590257 = -17795765.014691
  nChanged 26
		SP:Iteration 93Q (109639.300000 sec): 3 clusters
  Score: Raw -17799676.657853 + Penalty 3909.590257 = -17795767.067596
  nChanged 29
		SP:Iteration 94Q (109640.260000 sec): 3 clusters
  Score: Raw -17799678.657124 + Penalty 3909.590257 = -17795769.066867
  nChanged 27
		SP:Iteration 95Q (109641.110000 sec): 3 clusters
  Score: Raw -17799680.555431 + Penalty 3909.590257 = -17795770.965174
  nChanged 20
		SP:Iteration 96Q (109641.850000 sec): 3 clusters
  Score: Raw -17799682.200595 + Penalty 3909.590257 = -17795772.610338
  nChanged 25
		SP:Iteration 97Q (109642.650000 sec): 3 clusters
  Score: Raw -17799684.369704 + Penalty 3909.590257 = -17795774.779447
  nChanged 26
		SP:Iteration 98Q (109643.470000 sec): 3 clusters
  Score: Raw -17799687.029834 + Penalty 3909.590257 = -17795777.439577
  nChanged 28
		SP:Iteration 99Q (109644.310000 sec): 3 clusters
  Score: Raw -17799689.873787 + Penalty 3909.590257 = -17795780.283530
  nChanged 27
		SP:Iteration 100F (109645.190000 sec): 3 clusters
  Score: Raw -17799691.857798 + Penalty 3909.590257 = -17795782.267541
  nChanged 20
		SP:Iteration 101Q (109645.980000 sec): 3 clusters
  Score: Raw -17799693.578258 + Penalty 3909.590257 = -17795783.988001
  nChanged 19
		SP:Iteration 102Q (109646.760000 sec): 3 clusters
  Score: Raw -17799695.064207 + Penalty 3909.590257 = -17795785.473950
  nChanged 23
		SP:Iteration 103Q (109647.580000 sec): 3 clusters
  Score: Raw -17799696.885536 + Penalty 3909.590257 = -17795787.295279
  nChanged 27
		SP:Iteration 104Q (109648.450000 sec): 3 clusters
  Score: Raw -17799698.914033 + Penalty 3909.590257 = -17795789.323776
  nChanged 19
		SP:Iteration 105Q (109649.220000 sec): 3 clusters
  Score: Raw -17799700.849717 + Penalty 3909.590257 = -17795791.259460
  nChanged 20
		SP:Iteration 106Q (109649.980000 sec): 3 clusters
  Score: Raw -17799702.574701 + Penalty 3909.590257 = -17795792.984444
  nChanged 17
		SP:Iteration 107Q (109650.820000 sec): 3 clusters
  Score: Raw -17799704.007468 + Penalty 3909.590257 = -17795794.417211
  nChanged 16
		SP:Iteration 108Q (109651.540000 sec): 3 clusters
  Score: Raw -17799704.933315 + Penalty 3909.590257 = -17795795.343058
  nChanged 9
		SP:Iteration 109Q (109652.240000 sec): 3 clusters
  Score: Raw -17799705.763277 + Penalty 3909.590257 = -17795796.173020
  nChanged 12
		SP:Iteration 110Q (109653.050000 sec): 3 clusters
  Score: Raw -17799706.614447 + Penalty 3909.590257 = -17795797.024190
  nChanged 11
		SP:Iteration 111Q (109653.850000 sec): 3 clusters
  Score: Raw -17799707.341033 + Penalty 3909.590257 = -17795797.750776
  nChanged 13
		SP:Iteration 112Q (109654.690000 sec): 3 clusters
  Score: Raw -17799708.091361 + Penalty 3909.590257 = -17795798.501104
  nChanged 10
		SP:Iteration 113Q (109655.470000 sec): 3 clusters
  Score: Raw -17799708.870919 + Penalty 3909.590257 = -17795799.280662
  nChanged 13
		SP:Iteration 114Q (109656.350000 sec): 3 clusters
  Score: Raw -17799709.879318 + Penalty 3909.590257 = -17795800.289061
  nChanged 9
		SP:Iteration 115Q (109657.200000 sec): 3 clusters
  Score: Raw -17799710.397372 + Penalty 3909.590257 = -17795800.807115
  nChanged 8
		SP:Iteration 116Q (109658.060000 sec): 3 clusters
  Score: Raw -17799710.910318 + Penalty 3909.590257 = -17795801.320061
  nChanged 10
		SP:Iteration 117Q (109658.930000 sec): 3 clusters
  Score: Raw -17799711.555436 + Penalty 3909.590257 = -17795801.965179
  nChanged 10
		SP:Iteration 118Q (109659.680000 sec): 3 clusters
  Score: Raw -17799712.035869 + Penalty 3909.590257 = -17795802.445612
  nChanged 6
		SP:Iteration 119Q (109660.460000 sec): 3 clusters
  Score: Raw -17799712.401411 + Penalty 3909.590257 = -17795802.811154
  nChanged 8
		SP:Iteration 120F (109661.340000 sec): 3 clusters
  Score: Raw -17799713.070456 + Penalty 3909.590257 = -17795803.480199
  nChanged 11
		SP:Iteration 121Q (109662.100000 sec): 3 clusters
  Score: Raw -17799714.313189 + Penalty 3909.590257 = -17795804.722932
  nChanged 17
		SP:Iteration 122Q (109662.880000 sec): 3 clusters
  Score: Raw -17799715.497748 + Penalty 3909.590257 = -17795805.907491
  nChanged 16
		SP:Iteration 123Q (109663.670000 sec): 3 clusters
  Score: Raw -17799716.657154 + Penalty 3909.590257 = -17795807.066897
  nChanged 18
		SP:Iteration 124Q (109664.480000 sec): 3 clusters
  Score: Raw -17799717.758388 + Penalty 3909.590257 = -17795808.168131
  nChanged 18
		SP:Iteration 125Q (109665.260000 sec): 3 clusters
  Score: Raw -17799718.738212 + Penalty 3909.590257 = -17795809.147955
  nChanged 14
		SP:Iteration 126Q (109666.100000 sec): 3 clusters
  Score: Raw -17799719.733581 + Penalty 3909.590257 = -17795810.143324
  nChanged 17
		SP:Iteration 127Q (109666.940000 sec): 3 clusters
  Score: Raw -17799720.778832 + Penalty 3909.590257 = -17795811.188575
  nChanged 10
		SP:Iteration 128Q (109667.770000 sec): 3 clusters
  Score: Raw -17799721.399725 + Penalty 3909.590257 = -17795811.809468
  nChanged 9
		SP:Iteration 129Q (109668.580000 sec): 3 clusters
  Score: Raw -17799721.921446 + Penalty 3909.590257 = -17795812.331189
  nChanged 9
		SP:Iteration 130Q (109669.350000 sec): 3 clusters
  Score: Raw -17799722.336237 + Penalty 3909.590257 = -17795812.745980
  nChanged 9
		SP:Iteration 131Q (109670.160000 sec): 3 clusters
  Score: Raw -17799722.901833 + Penalty 3909.590257 = -17795813.311576
  nChanged 9
		SP:Iteration 132Q (109670.910000 sec): 3 clusters
  Score: Raw -17799723.365092 + Penalty 3909.590257 = -17795813.774835
  nChanged 6
		SP:Iteration 133Q (109671.680000 sec): 3 clusters
  Score: Raw -17799723.629619 + Penalty 3909.590257 = -17795814.039362
  nChanged 4
		SP:Iteration 134Q (109672.400000 sec): 3 clusters
  Score: Raw -17799723.873341 + Penalty 3909.590257 = -17795814.283084
  nChanged 2
		SP:Iteration 135Q (109673.320000 sec): 3 clusters
  Score: Raw -17799723.975247 + Penalty 3909.590257 = -17795814.384990
  nChanged 2
		SP:Iteration 136Q (109674.180000 sec): 3 clusters
  Score: Raw -17799724.038934 + Penalty 3909.590257 = -17795814.448677
  nChanged 1
		SP:Iteration 137Q (109675.010000 sec): 3 clusters
  Score: Raw -17799724.080097 + Penalty 3909.590257 = -17795814.489840
  nChanged 1
		SP:Iteration 138Q (109675.890000 sec): 3 clusters
  Score: Raw -17799724.174162 + Penalty 3909.590257 = -17795814.583905
  nChanged 3
		SP:Iteration 139Q (109676.730000 sec): 3 clusters
  Score: Raw -17799724.324216 + Penalty 3909.590257 = -17795814.733959
  nChanged 4
		SP:Iteration 140F (109677.620000 sec): 3 clusters
  Score: Raw -17799724.634443 + Penalty 3909.590257 = -17795815.044186
  nChanged 4
		SP:Iteration 141Q (109678.510000 sec): 3 clusters
  Score: Raw -17799724.756934 + Penalty 3909.590257 = -17795815.166677
  nChanged 2
		SP:Iteration 142Q (109679.380000 sec): 3 clusters
  Score: Raw -17799724.856400 + Penalty 3909.590257 = -17795815.266143
  nChanged 1
		SP:Iteration 143Q (109680.230000 sec): 3 clusters
  Score: Raw -17799724.893982 + Penalty 3909.590257 = -17795815.303725
  nChanged 1
		SP:Iteration 144Q (109681.050000 sec): 3 clusters
  Score: Raw -17799724.932790 + Penalty 3909.590257 = -17795815.342533
  nChanged 2
		SP:Iteration 145Q (109681.900000 sec): 3 clusters
  Score: Raw -17799724.973350 + Penalty 3909.590257 = -17795815.383093
  nChanged 1
		SP:Iteration 146Q (109682.820000 sec): 3 clusters
  Score: Raw -17799724.999377 + Penalty 3909.590257 = -17795815.409120
  nChanged 1
		SP:Iteration 147Q (109683.650000 sec): 3 clusters
  Score: Raw -17799725.053178 + Penalty 3909.590257 = -17795815.462921
  nChanged 0
		SP:Iteration 148F (109684.560000 sec): 3 clusters
  Score: Raw -17799725.053178 + Penalty 3909.590257 = -17795815.462921
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109684.760000 sec): 2 clusters
  Score: Raw -611957.567594 + Penalty 1417.525082 = -610540.042512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109684.990000 sec): 3 clusters
  Score: Raw -608626.957335 + Penalty 2835.050164 = -605791.907171
  nChanged 2614
		SP:Iteration 1F (109685.190000 sec): 3 clusters
  Score: Raw -610075.222676 + Penalty 2835.050164 = -607240.172512
  nChanged 405
		SP:Iteration 2F (109685.370000 sec): 3 clusters
  Score: Raw -610272.443773 + Penalty 2835.050164 = -607437.393608
  nChanged 311
		SP:Iteration 3F (109685.610000 sec): 3 clusters
  Score: Raw -610413.226924 + Penalty 2835.050164 = -607578.176760
  nChanged 281
		SP:Iteration 4Q (109685.850000 sec): 3 clusters
  Score: Raw -610538.448159 + Penalty 2835.050164 = -607703.397994
  nChanged 230
		SP:Iteration 5Q (109686.030000 sec): 3 clusters
  Score: Raw -610622.390618 + Penalty 2835.050164 = -607787.340454
  nChanged 172
		SP:Iteration 6Q (109686.240000 sec): 3 clusters
  Score: Raw -610684.602787 + Penalty 2835.050164 = -607849.552623
  nChanged 148
		SP:Iteration 7Q (109686.450000 sec): 3 clusters
  Score: Raw -610731.614236 + Penalty 2835.050164 = -607896.564071
  nChanged 132
		SP:Iteration 8Q (109686.640000 sec): 3 clusters
  Score: Raw -610779.986130 + Penalty 2835.050164 = -607944.935966
  nChanged 135
		SP:Iteration 9Q (109686.840000 sec): 3 clusters
  Score: Raw -610833.052089 + Penalty 2835.050164 = -607998.001925
  nChanged 135
		SP:Iteration 10Q (109687.070000 sec): 3 clusters
  Score: Raw -610873.774472 + Penalty 2835.050164 = -608038.724308
  nChanged 134
		SP:Iteration 11Q (109687.270000 sec): 3 clusters
  Score: Raw -610924.728823 + Penalty 2835.050164 = -608089.678658
  nChanged 153
		SP:Iteration 12Q (109687.450000 sec): 3 clusters
  Score: Raw -610992.218380 + Penalty 2835.050164 = -608157.168216
  nChanged 177
		SP:Iteration 13Q (109687.650000 sec): 3 clusters
  Score: Raw -611071.087555 + Penalty 2835.050164 = -608236.037391
  nChanged 212
		SP:Iteration 14Q (109687.850000 sec): 3 clusters
  Score: Raw -611182.029370 + Penalty 2835.050164 = -608346.979205
  nChanged 242
		SP:Iteration 15Q (109688.040000 sec): 3 clusters
  Score: Raw -611325.442375 + Penalty 2835.050164 = -608490.392211
  nChanged 276
		SP:Iteration 16Q (109688.230000 sec): 3 clusters
  Score: Raw -611500.246877 + Penalty 2835.050164 = -608665.196713
  nChanged 263
		SP:Iteration 17Q (109688.410000 sec): 3 clusters
  Score: Raw -611676.192005 + Penalty 2835.050164 = -608841.141840
  nChanged 250
		SP:Iteration 18Q (109688.610000 sec): 3 clusters
  Score: Raw -611872.254098 + Penalty 2835.050164 = -609037.203934
  nChanged 247
		SP:Iteration 19Q (109688.770000 sec): 3 clusters
  Score: Raw -612061.230456 + Penalty 2835.050164 = -609226.180291
  nChanged 222
		SP:Iteration 20F (109688.970000 sec): 3 clusters
  Score: Raw -612224.717345 + Penalty 2835.050164 = -609389.667181
  nChanged 169
		SP:Iteration 21Q (109689.160000 sec): 3 clusters
  Score: Raw -612348.847533 + Penalty 2835.050164 = -609513.797369
  nChanged 128
		SP:Iteration 22Q (109689.350000 sec): 3 clusters
  Score: Raw -612424.942925 + Penalty 2835.050164 = -609589.892761
  nChanged 86
		SP:Iteration 23Q (109689.540000 sec): 3 clusters
  Score: Raw -612470.222202 + Penalty 2835.050164 = -609635.172038
  nChanged 65
		SP:Iteration 24Q (109689.810000 sec): 3 clusters
  Score: Raw -612503.389792 + Penalty 2835.050164 = -609668.339627
  nChanged 40
		SP:Iteration 25Q (109690.020000 sec): 3 clusters
  Score: Raw -612524.348870 + Penalty 2835.050164 = -609689.298705
  nChanged 40
		SP:Iteration 26Q (109690.270000 sec): 3 clusters
  Score: Raw -612543.564581 + Penalty 2835.050164 = -609708.514417
  nChanged 31
		SP:Iteration 27Q (109690.460000 sec): 3 clusters
  Score: Raw -612557.850978 + Penalty 2835.050164 = -609722.800814
  nChanged 30
		SP:Iteration 28Q (109690.630000 sec): 3 clusters
  Score: Raw -612568.631674 + Penalty 2835.050164 = -609733.581510
  nChanged 21
		SP:Iteration 29Q (109690.870000 sec): 3 clusters
  Score: Raw -612576.106574 + Penalty 2835.050164 = -609741.056410
  nChanged 17
		SP:Iteration 30Q (109691.030000 sec): 3 clusters
  Score: Raw -612582.775925 + Penalty 2835.050164 = -609747.725761
  nChanged 10
		SP:Iteration 31Q (109691.230000 sec): 3 clusters
  Score: Raw -612588.010080 + Penalty 2835.050164 = -609752.959916
  nChanged 7
		SP:Iteration 32Q (109691.450000 sec): 3 clusters
  Score: Raw -612592.093262 + Penalty 2835.050164 = -609757.043098
  nChanged 8
		SP:Iteration 33Q (109691.680000 sec): 3 clusters
  Score: Raw -612595.325387 + Penalty 2835.050164 = -609760.275223
  nChanged 9
		SP:Iteration 34Q (109691.850000 sec): 3 clusters
  Score: Raw -612598.928807 + Penalty 2835.050164 = -609763.878642
  nChanged 6
		SP:Iteration 35Q (109692.030000 sec): 3 clusters
  Score: Raw -612600.855368 + Penalty 2835.050164 = -609765.805204
  nChanged 6
		SP:Iteration 36Q (109692.230000 sec): 3 clusters
  Score: Raw -612602.577827 + Penalty 2835.050164 = -609767.527663
  nChanged 4
		SP:Iteration 37Q (109692.480000 sec): 3 clusters
  Score: Raw -612603.853214 + Penalty 2835.050164 = -609768.803050
  nChanged 4
		SP:Iteration 38Q (109692.710000 sec): 3 clusters
  Score: Raw -612605.007781 + Penalty 2835.050164 = -609769.957617
  nChanged 2
		SP:Iteration 39Q (109692.870000 sec): 3 clusters
  Score: Raw -612605.618580 + Penalty 2835.050164 = -609770.568415
  nChanged 3
		SP:Iteration 40F (109693.080000 sec): 3 clusters
  Score: Raw -612606.880464 + Penalty 2835.050164 = -609771.830300
  nChanged 3
		SP:Iteration 41Q (109693.250000 sec): 3 clusters
  Score: Raw -612608.123169 + Penalty 2835.050164 = -609773.073005
  nChanged 4
		SP:Iteration 42Q (109693.470000 sec): 3 clusters
  Score: Raw -612609.226081 + Penalty 2835.050164 = -609774.175917
  nChanged 2
		SP:Iteration 43Q (109693.700000 sec): 3 clusters
  Score: Raw -612609.743789 + Penalty 2835.050164 = -609774.693625
  nChanged 2
		SP:Iteration 44Q (109693.930000 sec): 3 clusters
  Score: Raw -612610.415638 + Penalty 2835.050164 = -609775.365474
  nChanged 3
		SP:Iteration 45Q (109694.110000 sec): 3 clusters
  Score: Raw -612611.427996 + Penalty 2835.050164 = -609776.377832
  nChanged 4
		SP:Iteration 46Q (109694.340000 sec): 3 clusters
  Score: Raw -612612.515169 + Penalty 2835.050164 = -609777.465004
  nChanged 5
		SP:Iteration 47Q (109694.500000 sec): 3 clusters
  Score: Raw -612614.741492 + Penalty 2835.050164 = -609779.691327
  nChanged 6
		SP:Iteration 48Q (109694.690000 sec): 3 clusters
  Score: Raw -612616.550643 + Penalty 2835.050164 = -609781.500478
  nChanged 3
		SP:Iteration 49Q (109694.870000 sec): 3 clusters
  Score: Raw -612617.151099 + Penalty 2835.050164 = -609782.100934
  nChanged 2
		SP:Iteration 50Q (109695.110000 sec): 3 clusters
  Score: Raw -612617.574459 + Penalty 2835.050164 = -609782.524295
  nChanged 2
		SP:Iteration 51Q (109695.270000 sec): 3 clusters
  Score: Raw -612618.051965 + Penalty 2835.050164 = -609783.001801
  nChanged 0
		SP:Iteration 52F (109695.480000 sec): 3 clusters
  Score: Raw -612618.051965 + Penalty 2835.050164 = -609783.001801
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (12979 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109695.620000 sec): 2 clusters
  Score: Raw -1296430.722448 + Penalty 1539.051791 = -1294891.670657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109695.860000 sec): 3 clusters
  Score: Raw -1288861.974393 + Penalty 3078.103582 = -1285783.870810
  nChanged 5739
		SP:Iteration 1F (109696.090000 sec): 3 clusters
  Score: Raw -1292219.687726 + Penalty 3078.103582 = -1289141.584144
  nChanged 855
		SP:Iteration 2F (109696.320000 sec): 3 clusters
  Score: Raw -1292684.340425 + Penalty 3078.103582 = -1289606.236843
  nChanged 829
		SP:Iteration 3F (109696.570000 sec): 3 clusters
  Score: Raw -1293128.477686 + Penalty 3078.103582 = -1290050.374104
  nChanged 795
		SP:Iteration 4F (109696.810000 sec): 3 clusters
  Score: Raw -1293541.394499 + Penalty 3078.103582 = -1290463.290917
  nChanged 697
		SP:Iteration 5F (109697.050000 sec): 3 clusters
  Score: Raw -1293914.183095 + Penalty 3078.103582 = -1290836.079513
  nChanged 691
		SP:Iteration 6F (109697.270000 sec): 3 clusters
  Score: Raw -1294297.275878 + Penalty 3078.103582 = -1291219.172296
  nChanged 639
		SP:Iteration 7Q (109697.520000 sec): 3 clusters
  Score: Raw -1294663.744882 + Penalty 3078.103582 = -1291585.641300
  nChanged 565
		SP:Iteration 8Q (109697.770000 sec): 3 clusters
  Score: Raw -1295014.852486 + Penalty 3078.103582 = -1291936.748904
  nChanged 531
		SP:Iteration 9Q (109698.010000 sec): 3 clusters
  Score: Raw -1295349.386098 + Penalty 3078.103582 = -1292271.282516
  nChanged 478
		SP:Iteration 10Q (109698.250000 sec): 3 clusters
  Score: Raw -1295669.962770 + Penalty 3078.103582 = -1292591.859187
  nChanged 412
		SP:Iteration 11Q (109698.520000 sec): 3 clusters
  Score: Raw -1295945.279868 + Penalty 3078.103582 = -1292867.176286
  nChanged 357
		SP:Iteration 12Q (109698.790000 sec): 3 clusters
  Score: Raw -1296196.510090 + Penalty 3078.103582 = -1293118.406508
  nChanged 312
		SP:Iteration 13Q (109699.000000 sec): 3 clusters
  Score: Raw -1296416.423450 + Penalty 3078.103582 = -1293338.319868
  nChanged 264
		SP:Iteration 14Q (109699.280000 sec): 3 clusters
  Score: Raw -1296558.752770 + Penalty 3078.103582 = -1293480.649187
  nChanged 195
		SP:Iteration 15Q (109699.530000 sec): 3 clusters
  Score: Raw -1296667.017283 + Penalty 3078.103582 = -1293588.913701
  nChanged 153
		SP:Iteration 16Q (109699.740000 sec): 3 clusters
  Score: Raw -1296744.080588 + Penalty 3078.103582 = -1293665.977005
  nChanged 132
		SP:Iteration 17Q (109700.010000 sec): 3 clusters
  Score: Raw -1296817.144935 + Penalty 3078.103582 = -1293739.041353
  nChanged 128
		SP:Iteration 18Q (109700.240000 sec): 3 clusters
  Score: Raw -1296881.711235 + Penalty 3078.103582 = -1293803.607653
  nChanged 133
		SP:Iteration 19Q (109700.480000 sec): 3 clusters
  Score: Raw -1296953.208756 + Penalty 3078.103582 = -1293875.105174
  nChanged 128
		SP:Iteration 20F (109700.720000 sec): 3 clusters
  Score: Raw -1297029.541743 + Penalty 3078.103582 = -1293951.438161
  nChanged 116
		SP:Iteration 21Q (109700.990000 sec): 3 clusters
  Score: Raw -1297100.717164 + Penalty 3078.103582 = -1294022.613582
  nChanged 101
		SP:Iteration 22Q (109701.220000 sec): 3 clusters
  Score: Raw -1297153.507619 + Penalty 3078.103582 = -1294075.404037
  nChanged 92
		SP:Iteration 23Q (109701.500000 sec): 3 clusters
  Score: Raw -1297201.594548 + Penalty 3078.103582 = -1294123.490966
  nChanged 90
		SP:Iteration 24Q (109701.730000 sec): 3 clusters
  Score: Raw -1297240.235959 + Penalty 3078.103582 = -1294162.132377
  nChanged 74
		SP:Iteration 25Q (109701.980000 sec): 3 clusters
  Score: Raw -1297271.553382 + Penalty 3078.103582 = -1294193.449799
  nChanged 67
		SP:Iteration 26Q (109702.240000 sec): 3 clusters
  Score: Raw -1297298.088809 + Penalty 3078.103582 = -1294219.985226
  nChanged 63
		SP:Iteration 27Q (109702.480000 sec): 3 clusters
  Score: Raw -1297323.804202 + Penalty 3078.103582 = -1294245.700620
  nChanged 51
		SP:Iteration 28Q (109702.710000 sec): 3 clusters
  Score: Raw -1297338.086130 + Penalty 3078.103582 = -1294259.982548
  nChanged 37
		SP:Iteration 29Q (109702.940000 sec): 3 clusters
  Score: Raw -1297347.662429 + Penalty 3078.103582 = -1294269.558847
  nChanged 34
		SP:Iteration 30Q (109703.190000 sec): 3 clusters
  Score: Raw -1297357.734248 + Penalty 3078.103582 = -1294279.630665
  nChanged 34
		SP:Iteration 31Q (109703.410000 sec): 3 clusters
  Score: Raw -1297365.857649 + Penalty 3078.103582 = -1294287.754066
  nChanged 25
		SP:Iteration 32Q (109703.640000 sec): 3 clusters
  Score: Raw -1297370.790385 + Penalty 3078.103582 = -1294292.686803
  nChanged 23
		SP:Iteration 33Q (109703.890000 sec): 3 clusters
  Score: Raw -1297375.211013 + Penalty 3078.103582 = -1294297.107430
  nChanged 21
		SP:Iteration 34Q (109704.170000 sec): 3 clusters
  Score: Raw -1297378.147305 + Penalty 3078.103582 = -1294300.043722
  nChanged 14
		SP:Iteration 35Q (109704.420000 sec): 3 clusters
  Score: Raw -1297380.073768 + Penalty 3078.103582 = -1294301.970186
  nChanged 8
		SP:Iteration 36Q (109704.670000 sec): 3 clusters
  Score: Raw -1297381.651522 + Penalty 3078.103582 = -1294303.547940
  nChanged 9
		SP:Iteration 37Q (109704.950000 sec): 3 clusters
  Score: Raw -1297383.099474 + Penalty 3078.103582 = -1294304.995892
  nChanged 8
		SP:Iteration 38Q (109705.180000 sec): 3 clusters
  Score: Raw -1297384.124218 + Penalty 3078.103582 = -1294306.020635
  nChanged 9
		SP:Iteration 39Q (109705.400000 sec): 3 clusters
  Score: Raw -1297384.757583 + Penalty 3078.103582 = -1294306.654001
  nChanged 8
		SP:Iteration 40F (109705.660000 sec): 3 clusters
  Score: Raw -1297385.514081 + Penalty 3078.103582 = -1294307.410498
  nChanged 7
		SP:Iteration 41Q (109705.890000 sec): 3 clusters
  Score: Raw -1297386.225500 + Penalty 3078.103582 = -1294308.121917
  nChanged 6
		SP:Iteration 42Q (109706.130000 sec): 3 clusters
  Score: Raw -1297386.974883 + Penalty 3078.103582 = -1294308.871301
  nChanged 5
		SP:Iteration 43Q (109706.370000 sec): 3 clusters
  Score: Raw -1297387.625993 + Penalty 3078.103582 = -1294309.522411
  nChanged 8
		SP:Iteration 44Q (109706.580000 sec): 3 clusters
  Score: Raw -1297388.497019 + Penalty 3078.103582 = -1294310.393436
  nChanged 6
		SP:Iteration 45Q (109706.810000 sec): 3 clusters
  Score: Raw -1297389.188228 + Penalty 3078.103582 = -1294311.084645
  nChanged 3
		SP:Iteration 46Q (109707.010000 sec): 3 clusters
  Score: Raw -1297389.498895 + Penalty 3078.103582 = -1294311.395312
  nChanged 3
		SP:Iteration 47Q (109707.260000 sec): 3 clusters
  Score: Raw -1297389.781181 + Penalty 3078.103582 = -1294311.677599
  nChanged 1
		SP:Iteration 48Q (109707.490000 sec): 3 clusters
  Score: Raw -1297389.906094 + Penalty 3078.103582 = -1294311.802512
  nChanged 1
		SP:Iteration 49Q (109707.690000 sec): 3 clusters
  Score: Raw -1297390.060571 + Penalty 3078.103582 = -1294311.956989
  nChanged 1
		SP:Iteration 50Q (109707.950000 sec): 3 clusters
  Score: Raw -1297390.141516 + Penalty 3078.103582 = -1294312.037933
  nChanged 1
		SP:Iteration 51Q (109708.200000 sec): 3 clusters
  Score: Raw -1297390.202406 + Penalty 3078.103582 = -1294312.098824
  nChanged 0
		SP:Iteration 52F (109708.420000 sec): 3 clusters
  Score: Raw -1297390.202406 + Penalty 3078.103582 = -1294312.098824
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109708.570000 sec): 2 clusters
  Score: Raw -144160.875542 + Penalty 1167.625390 = -142993.250152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109708.750000 sec): 3 clusters
  Score: Raw -143665.092651 + Penalty 2335.250780 = -141329.841871
  nChanged 440
		SP:Iteration 1F (109708.990000 sec): 3 clusters
  Score: Raw -143998.459946 + Penalty 2335.250780 = -141663.209166
  nChanged 122
		SP:Iteration 2F (109709.140000 sec): 3 clusters
  Score: Raw -144121.899549 + Penalty 2335.250780 = -141786.648769
  nChanged 69
		SP:Iteration 3F (109709.330000 sec): 3 clusters
  Score: Raw -144183.188378 + Penalty 2335.250780 = -141847.937598
  nChanged 36
		SP:Iteration 4Q (109709.500000 sec): 3 clusters
  Score: Raw -144221.697605 + Penalty 2335.250780 = -141886.446825
  nChanged 38
		SP:Iteration 5Q (109709.720000 sec): 3 clusters
  Score: Raw -144267.486819 + Penalty 2335.250780 = -141932.236038
  nChanged 34
		SP:Iteration 6Q (109709.880000 sec): 3 clusters
  Score: Raw -144296.070185 + Penalty 2335.250780 = -141960.819405
  nChanged 26
		SP:Iteration 7Q (109710.100000 sec): 3 clusters
  Score: Raw -144318.732282 + Penalty 2335.250780 = -141983.481502
  nChanged 29
		SP:Iteration 8Q (109710.260000 sec): 3 clusters
  Score: Raw -144347.090799 + Penalty 2335.250780 = -142011.840019
  nChanged 28
		SP:Iteration 9Q (109710.460000 sec): 3 clusters
  Score: Raw -144378.511088 + Penalty 2335.250780 = -142043.260308
  nChanged 31
		SP:Iteration 10Q (109710.640000 sec): 3 clusters
  Score: Raw -144424.011959 + Penalty 2335.250780 = -142088.761179
  nChanged 33
		SP:Iteration 11Q (109710.810000 sec): 3 clusters
  Score: Raw -144458.276856 + Penalty 2335.250780 = -142123.026076
  nChanged 30
		SP:Iteration 12Q (109711.010000 sec): 3 clusters
  Score: Raw -144486.505386 + Penalty 2335.250780 = -142151.254606
  nChanged 20
		SP:Iteration 13Q (109711.180000 sec): 3 clusters
  Score: Raw -144503.626905 + Penalty 2335.250780 = -142168.376124
  nChanged 15
		SP:Iteration 14Q (109711.350000 sec): 3 clusters
  Score: Raw -144520.093215 + Penalty 2335.250780 = -142184.842435
  nChanged 20
		SP:Iteration 15Q (109711.500000 sec): 3 clusters
  Score: Raw -144538.229192 + Penalty 2335.250780 = -142202.978412
  nChanged 13
		SP:Iteration 16Q (109711.710000 sec): 3 clusters
  Score: Raw -144548.772373 + Penalty 2335.250780 = -142213.521593
  nChanged 18
		SP:Iteration 17Q (109711.830000 sec): 3 clusters
  Score: Raw -144569.642407 + Penalty 2335.250780 = -142234.391627
  nChanged 23
		SP:Iteration 18Q (109712.050000 sec): 3 clusters
  Score: Raw -144603.417814 + Penalty 2335.250780 = -142268.167034
  nChanged 22
		SP:Iteration 19Q (109712.300000 sec): 3 clusters
  Score: Raw -144637.222963 + Penalty 2335.250780 = -142301.972182
  nChanged 21
		SP:Iteration 20F (109712.480000 sec): 3 clusters
  Score: Raw -144659.963376 + Penalty 2335.250780 = -142324.712596
  nChanged 19
		SP:Iteration 21Q (109712.640000 sec): 3 clusters
  Score: Raw -144687.191793 + Penalty 2335.250780 = -142351.941013
  nChanged 15
		SP:Iteration 22Q (109712.830000 sec): 3 clusters
  Score: Raw -144699.494838 + Penalty 2335.250780 = -142364.244057
  nChanged 3
		SP:Iteration 23Q (109713.050000 sec): 3 clusters
  Score: Raw -144703.136337 + Penalty 2335.250780 = -142367.885557
  nChanged 4
		SP:Iteration 24Q (109713.250000 sec): 3 clusters
  Score: Raw -144706.693510 + Penalty 2335.250780 = -142371.442730
  nChanged 5
		SP:Iteration 25Q (109713.450000 sec): 3 clusters
  Score: Raw -144710.486204 + Penalty 2335.250780 = -142375.235424
  nChanged 5
		SP:Iteration 26Q (109713.630000 sec): 3 clusters
  Score: Raw -144715.414604 + Penalty 2335.250780 = -142380.163824
  nChanged 4
		SP:Iteration 27Q (109713.820000 sec): 3 clusters
  Score: Raw -144717.860826 + Penalty 2335.250780 = -142382.610046
  nChanged 3
		SP:Iteration 28Q (109714.010000 sec): 3 clusters
  Score: Raw -144719.787289 + Penalty 2335.250780 = -142384.536509
  nChanged 4
		SP:Iteration 29Q (109714.190000 sec): 3 clusters
  Score: Raw -144721.398441 + Penalty 2335.250780 = -142386.147661
  nChanged 0
		SP:Iteration 30F (109714.380000 sec): 3 clusters
  Score: Raw -144721.398441 + Penalty 2335.250780 = -142386.147661
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109715.050000 sec): 2 clusters
  Score: Raw -11787959.849416 + Penalty 1892.551067 = -11786067.298349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109715.800000 sec): 3 clusters
  Score: Raw -11712996.707043 + Penalty 3785.102135 = -11709211.604908
  nChanged 54970
		SP:Iteration 1F (109716.520000 sec): 3 clusters
  Score: Raw -11745848.060895 + Penalty 3785.102135 = -11742062.958760
  nChanged 4129
		SP:Iteration 2Q (109717.270000 sec): 3 clusters
  Score: Raw -11747009.486224 + Penalty 3785.102135 = -11743224.384089
  nChanged 4623
		SP:Iteration 3Q (109717.970000 sec): 3 clusters
  Score: Raw -11748666.766439 + Penalty 3785.102135 = -11744881.664304
  nChanged 5346
		SP:Iteration 4Q (109718.700000 sec): 3 clusters
  Score: Raw -11751070.367005 + Penalty 3785.102135 = -11747285.264870
  nChanged 6494
		SP:Iteration 5F (109719.360000 sec): 3 clusters
  Score: Raw -11754825.992104 + Penalty 3785.102135 = -11751040.889969
  nChanged 7872
		SP:Iteration 6F (109720.000000 sec): 3 clusters
  Score: Raw -11760505.912523 + Penalty 3785.102135 = -11756720.810388
  nChanged 8726
		SP:Iteration 7F (109720.700000 sec): 3 clusters
  Score: Raw -11767876.758530 + Penalty 3785.102135 = -11764091.656395
  nChanged 7945
		SP:Iteration 8F (109721.320000 sec): 3 clusters
  Score: Raw -11775178.656867 + Penalty 3785.102135 = -11771393.554732
  nChanged 6001
		SP:Iteration 9F (109721.940000 sec): 3 clusters
  Score: Raw -11780771.629301 + Penalty 3785.102135 = -11776986.527166
  nChanged 3744
		SP:Iteration 10Q (109722.590000 sec): 3 clusters
  Score: Raw -11784300.406855 + Penalty 3785.102135 = -11780515.304720
  nChanged 2168
		SP:Iteration 11Q (109723.250000 sec): 3 clusters
  Score: Raw -11786432.733596 + Penalty 3785.102135 = -11782647.631461
  nChanged 1201
		SP:Iteration 12Q (109723.950000 sec): 3 clusters
  Score: Raw -11787639.210059 + Penalty 3785.102135 = -11783854.107924
  nChanged 760
		SP:Iteration 13Q (109724.560000 sec): 3 clusters
  Score: Raw -11788345.304059 + Penalty 3785.102135 = -11784560.201924
  nChanged 507
		SP:Iteration 14Q (109725.200000 sec): 3 clusters
  Score: Raw -11788708.730759 + Penalty 3785.102135 = -11784923.628624
  nChanged 337
		SP:Iteration 15Q (109725.850000 sec): 3 clusters
  Score: Raw -11788877.856647 + Penalty 3785.102135 = -11785092.754512
  nChanged 238
		SP:Iteration 16Q (109726.530000 sec): 3 clusters
  Score: Raw -11788979.951138 + Penalty 3785.102135 = -11785194.849004
  nChanged 161
		SP:Iteration 17Q (109727.200000 sec): 3 clusters
  Score: Raw -11789031.232700 + Penalty 3785.102135 = -11785246.130565
  nChanged 106
		SP:Iteration 18Q (109727.820000 sec): 3 clusters
  Score: Raw -11789059.187523 + Penalty 3785.102135 = -11785274.085388
  nChanged 86
		SP:Iteration 19Q (109728.410000 sec): 3 clusters
  Score: Raw -11789081.267302 + Penalty 3785.102135 = -11785296.165167
  nChanged 80
		SP:Iteration 20F (109729.080000 sec): 3 clusters
  Score: Raw -11789101.341390 + Penalty 3785.102135 = -11785316.239255
  nChanged 62
		SP:Iteration 21Q (109729.660000 sec): 3 clusters
  Score: Raw -11789114.585394 + Penalty 3785.102135 = -11785329.483259
  nChanged 50
		SP:Iteration 22Q (109730.210000 sec): 3 clusters
  Score: Raw -11789122.390858 + Penalty 3785.102135 = -11785337.288723
  nChanged 38
		SP:Iteration 23Q (109730.800000 sec): 3 clusters
  Score: Raw -11789130.000065 + Penalty 3785.102135 = -11785344.897930
  nChanged 32
		SP:Iteration 24Q (109731.390000 sec): 3 clusters
  Score: Raw -11789135.722332 + Penalty 3785.102135 = -11785350.620197
  nChanged 30
		SP:Iteration 25Q (109732.010000 sec): 3 clusters
  Score: Raw -11789139.607272 + Penalty 3785.102135 = -11785354.505138
  nChanged 20
		SP:Iteration 26Q (109732.620000 sec): 3 clusters
  Score: Raw -11789142.344775 + Penalty 3785.102135 = -11785357.242640
  nChanged 19
		SP:Iteration 27Q (109733.230000 sec): 3 clusters
  Score: Raw -11789144.732503 + Penalty 3785.102135 = -11785359.630369
  nChanged 9
		SP:Iteration 28Q (109733.820000 sec): 3 clusters
  Score: Raw -11789145.923390 + Penalty 3785.102135 = -11785360.821255
  nChanged 12
		SP:Iteration 29Q (109734.500000 sec): 3 clusters
  Score: Raw -11789147.500916 + Penalty 3785.102135 = -11785362.398781
  nChanged 11
		SP:Iteration 30Q (109735.180000 sec): 3 clusters
  Score: Raw -11789148.554295 + Penalty 3785.102135 = -11785363.452160
  nChanged 7
		SP:Iteration 31Q (109735.790000 sec): 3 clusters
  Score: Raw -11789149.373804 + Penalty 3785.102135 = -11785364.271669
  nChanged 10
		SP:Iteration 32Q (109736.430000 sec): 3 clusters
  Score: Raw -11789150.528753 + Penalty 3785.102135 = -11785365.426618
  nChanged 10
		SP:Iteration 33Q (109737.040000 sec): 3 clusters
  Score: Raw -11789151.882977 + Penalty 3785.102135 = -11785366.780842
  nChanged 9
		SP:Iteration 34Q (109737.550000 sec): 3 clusters
  Score: Raw -11789153.125648 + Penalty 3785.102135 = -11785368.023513
  nChanged 5
		SP:Iteration 35Q (109738.110000 sec): 3 clusters
  Score: Raw -11789153.646241 + Penalty 3785.102135 = -11785368.544106
  nChanged 1
		SP:Iteration 36Q (109738.640000 sec): 3 clusters
  Score: Raw -11789153.703838 + Penalty 3785.102135 = -11785368.601703
  nChanged 1
		SP:Iteration 37Q (109739.160000 sec): 3 clusters
  Score: Raw -11789153.762499 + Penalty 3785.102135 = -11785368.660364
  nChanged 2
		SP:Iteration 38Q (109739.730000 sec): 3 clusters
  Score: Raw -11789154.061095 + Penalty 3785.102135 = -11785368.958960
  nChanged 0
		SP:Iteration 39F (109740.450000 sec): 3 clusters
  Score: Raw -11789154.061095 + Penalty 3785.102135 = -11785368.958960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109740.590000 sec): 2 clusters
  Score: Raw -293835.817843 + Penalty 1299.620258 = -292536.197585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109740.790000 sec): 3 clusters
  Score: Raw -292402.614996 + Penalty 2599.240516 = -289803.374480
  nChanged 1163
		SP:Iteration 1F (109741.000000 sec): 3 clusters
  Score: Raw -293140.805894 + Penalty 2599.240516 = -290541.565378
  nChanged 253
		SP:Iteration 2F (109741.230000 sec): 3 clusters
  Score: Raw -293322.061993 + Penalty 2599.240516 = -290722.821476
  nChanged 163
		SP:Iteration 3F (109741.370000 sec): 3 clusters
  Score: Raw -293439.279692 + Penalty 2599.240516 = -290840.039176
  nChanged 125
		SP:Iteration 4Q (109741.550000 sec): 3 clusters
  Score: Raw -293526.420544 + Penalty 2599.240516 = -290927.180027
  nChanged 115
		SP:Iteration 5Q (109741.690000 sec): 3 clusters
  Score: Raw -293604.848159 + Penalty 2599.240516 = -291005.607643
  nChanged 84
		SP:Iteration 6Q (109741.880000 sec): 3 clusters
  Score: Raw -293665.441537 + Penalty 2599.240516 = -291066.201021
  nChanged 93
		SP:Iteration 7Q (109742.070000 sec): 3 clusters
  Score: Raw -293728.856193 + Penalty 2599.240516 = -291129.615677
  nChanged 71
		SP:Iteration 8Q (109742.280000 sec): 3 clusters
  Score: Raw -293773.438595 + Penalty 2599.240516 = -291174.198079
  nChanged 59
		SP:Iteration 9Q (109742.480000 sec): 3 clusters
  Score: Raw -293809.073246 + Penalty 2599.240516 = -291209.832730
  nChanged 69
		SP:Iteration 10Q (109742.690000 sec): 3 clusters
  Score: Raw -293858.097584 + Penalty 2599.240516 = -291258.857068
  nChanged 58
		SP:Iteration 11Q (109742.890000 sec): 3 clusters
  Score: Raw -293889.515797 + Penalty 2599.240516 = -291290.275280
  nChanged 45
		SP:Iteration 12Q (109743.150000 sec): 3 clusters
  Score: Raw -293909.912711 + Penalty 2599.240516 = -291310.672195
  nChanged 42
		SP:Iteration 13Q (109743.380000 sec): 3 clusters
  Score: Raw -293933.184879 + Penalty 2599.240516 = -291333.944363
  nChanged 41
		SP:Iteration 14Q (109743.560000 sec): 3 clusters
  Score: Raw -293951.982861 + Penalty 2599.240516 = -291352.742344
  nChanged 35
		SP:Iteration 15Q (109743.810000 sec): 3 clusters
  Score: Raw -293967.771160 + Penalty 2599.240516 = -291368.530644
  nChanged 27
		SP:Iteration 16Q (109744.040000 sec): 3 clusters
  Score: Raw -293978.740860 + Penalty 2599.240516 = -291379.500344
  nChanged 20
		SP:Iteration 17Q (109744.230000 sec): 3 clusters
  Score: Raw -293987.855362 + Penalty 2599.240516 = -291388.614846
  nChanged 21
		SP:Iteration 18Q (109744.420000 sec): 3 clusters
  Score: Raw -293998.202222 + Penalty 2599.240516 = -291398.961706
  nChanged 24
		SP:Iteration 19Q (109744.630000 sec): 3 clusters
  Score: Raw -294009.240178 + Penalty 2599.240516 = -291409.999662
  nChanged 17
		SP:Iteration 20F (109744.790000 sec): 3 clusters
  Score: Raw -294015.496609 + Penalty 2599.240516 = -291416.256093
  nChanged 16
		SP:Iteration 21Q (109744.970000 sec): 3 clusters
  Score: Raw -294023.124747 + Penalty 2599.240516 = -291423.884230
  nChanged 19
		SP:Iteration 22Q (109745.110000 sec): 3 clusters
  Score: Raw -294031.835638 + Penalty 2599.240516 = -291432.595122
  nChanged 18
		SP:Iteration 23Q (109745.290000 sec): 3 clusters
  Score: Raw -294040.309157 + Penalty 2599.240516 = -291441.068641
  nChanged 15
		SP:Iteration 24Q (109745.470000 sec): 3 clusters
  Score: Raw -294049.075728 + Penalty 2599.240516 = -291449.835212
  nChanged 15
		SP:Iteration 25Q (109745.670000 sec): 3 clusters
  Score: Raw -294058.172475 + Penalty 2599.240516 = -291458.931958
  nChanged 16
		SP:Iteration 26Q (109745.820000 sec): 3 clusters
  Score: Raw -294067.854675 + Penalty 2599.240516 = -291468.614158
  nChanged 14
		SP:Iteration 27Q (109746.020000 sec): 3 clusters
  Score: Raw -294072.728792 + Penalty 2599.240516 = -291473.488276
  nChanged 12
		SP:Iteration 28Q (109746.160000 sec): 3 clusters
  Score: Raw -294077.846206 + Penalty 2599.240516 = -291478.605690
  nChanged 10
		SP:Iteration 29Q (109746.360000 sec): 3 clusters
  Score: Raw -294083.512411 + Penalty 2599.240516 = -291484.271895
  nChanged 9
		SP:Iteration 30Q (109746.510000 sec): 3 clusters
  Score: Raw -294086.144575 + Penalty 2599.240516 = -291486.904059
  nChanged 4
		SP:Iteration 31Q (109746.690000 sec): 3 clusters
  Score: Raw -294088.119602 + Penalty 2599.240516 = -291488.879085
  nChanged 4
		SP:Iteration 32Q (109746.870000 sec): 3 clusters
  Score: Raw -294090.325697 + Penalty 2599.240516 = -291491.085181
  nChanged 3
		SP:Iteration 33Q (109747.050000 sec): 3 clusters
  Score: Raw -294091.423631 + Penalty 2599.240516 = -291492.183114
  nChanged 3
		SP:Iteration 34Q (109747.270000 sec): 3 clusters
  Score: Raw -294092.839039 + Penalty 2599.240516 = -291493.598523
  nChanged 6
		SP:Iteration 35Q (109747.440000 sec): 3 clusters
  Score: Raw -294094.234415 + Penalty 2599.240516 = -291494.993899
  nChanged 5
		SP:Iteration 36Q (109747.640000 sec): 3 clusters
  Score: Raw -294095.999079 + Penalty 2599.240516 = -291496.758563
  nChanged 4
		SP:Iteration 37Q (109747.820000 sec): 3 clusters
  Score: Raw -294097.592750 + Penalty 2599.240516 = -291498.352234
  nChanged 4
		SP:Iteration 38Q (109748.000000 sec): 3 clusters
  Score: Raw -294098.633825 + Penalty 2599.240516 = -291499.393308
  nChanged 5
		SP:Iteration 39Q (109748.190000 sec): 3 clusters
  Score: Raw -294100.077322 + Penalty 2599.240516 = -291500.836806
  nChanged 3
		SP:Iteration 40F (109748.420000 sec): 3 clusters
  Score: Raw -294101.751988 + Penalty 2599.240516 = -291502.511472
  nChanged 2
		SP:Iteration 41Q (109748.580000 sec): 3 clusters
  Score: Raw -294102.247171 + Penalty 2599.240516 = -291503.006654
  nChanged 2
		SP:Iteration 42Q (109748.780000 sec): 3 clusters
  Score: Raw -294102.810984 + Penalty 2599.240516 = -291503.570467
  nChanged 5
		SP:Iteration 43Q (109749.010000 sec): 3 clusters
  Score: Raw -294104.107306 + Penalty 2599.240516 = -291504.866790
  nChanged 3
		SP:Iteration 44Q (109749.190000 sec): 3 clusters
  Score: Raw -294105.153850 + Penalty 2599.240516 = -291505.913334
  nChanged 5
		SP:Iteration 45Q (109749.380000 sec): 3 clusters
  Score: Raw -294106.660168 + Penalty 2599.240516 = -291507.419652
  nChanged 3
		SP:Iteration 46Q (109749.610000 sec): 3 clusters
  Score: Raw -294108.504185 + Penalty 2599.240516 = -291509.263669
  nChanged 4
		SP:Iteration 47Q (109749.800000 sec): 3 clusters
  Score: Raw -294109.798696 + Penalty 2599.240516 = -291510.558180
  nChanged 5
		SP:Iteration 48Q (109749.950000 sec): 3 clusters
  Score: Raw -294112.752585 + Penalty 2599.240516 = -291513.512069
  nChanged 5
		SP:Iteration 49Q (109750.110000 sec): 3 clusters
  Score: Raw -294115.130450 + Penalty 2599.240516 = -291515.889934
  nChanged 5
		SP:Iteration 50Q (109750.290000 sec): 3 clusters
  Score: Raw -294117.652433 + Penalty 2599.240516 = -291518.411917
  nChanged 8
		SP:Iteration 51Q (109750.530000 sec): 3 clusters
  Score: Raw -294121.702269 + Penalty 2599.240516 = -291522.461753
  nChanged 9
		SP:Iteration 52Q (109750.710000 sec): 3 clusters
  Score: Raw -294123.772848 + Penalty 2599.240516 = -291524.532332
  nChanged 4
		SP:Iteration 53Q (109750.890000 sec): 3 clusters
  Score: Raw -294124.733412 + Penalty 2599.240516 = -291525.492896
  nChanged 3
		SP:Iteration 54Q (109751.100000 sec): 3 clusters
  Score: Raw -294125.360825 + Penalty 2599.240516 = -291526.120309
  nChanged 2
		SP:Iteration 55Q (109751.290000 sec): 3 clusters
  Score: Raw -294125.836361 + Penalty 2599.240516 = -291526.595845
  nChanged 1
		SP:Iteration 56Q (109751.460000 sec): 3 clusters
  Score: Raw -294126.060329 + Penalty 2599.240516 = -291526.819812
  nChanged 2
		SP:Iteration 57Q (109751.690000 sec): 3 clusters
  Score: Raw -294127.090692 + Penalty 2599.240516 = -291527.850176
  nChanged 2
		SP:Iteration 58Q (109751.870000 sec): 3 clusters
  Score: Raw -294127.820187 + Penalty 2599.240516 = -291528.579671
  nChanged 2
		SP:Iteration 59Q (109752.070000 sec): 3 clusters
  Score: Raw -294129.368181 + Penalty 2599.240516 = -291530.127664
  nChanged 4
		SP:Iteration 60F (109752.290000 sec): 3 clusters
  Score: Raw -294130.877756 + Penalty 2599.240516 = -291531.637240
  nChanged 3
		SP:Iteration 61Q (109752.460000 sec): 3 clusters
  Score: Raw -294131.507374 + Penalty 2599.240516 = -291532.266858
  nChanged 0
		SP:Iteration 62F (109752.660000 sec): 3 clusters
  Score: Raw -294131.507374 + Penalty 2599.240516 = -291532.266858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109752.740000 sec): 2 clusters
  Score: Raw -200745.487931 + Penalty 1237.085042 = -199508.402888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109752.940000 sec): 3 clusters
  Score: Raw -199837.447866 + Penalty 2474.170085 = -197363.277781
  nChanged 703
		SP:Iteration 1F (109753.150000 sec): 3 clusters
  Score: Raw -200326.755325 + Penalty 2474.170085 = -197852.585240
  nChanged 189
		SP:Iteration 2F (109753.420000 sec): 3 clusters
  Score: Raw -200484.249081 + Penalty 2474.170085 = -198010.078996
  nChanged 117
		SP:Iteration 3F (109753.630000 sec): 3 clusters
  Score: Raw -200578.142089 + Penalty 2474.170085 = -198103.972004
  nChanged 88
		SP:Iteration 4Q (109753.800000 sec): 3 clusters
  Score: Raw -200633.762202 + Penalty 2474.170085 = -198159.592117
  nChanged 60
		SP:Iteration 5Q (109753.970000 sec): 3 clusters
  Score: Raw -200677.835224 + Penalty 2474.170085 = -198203.665139
  nChanged 53
		SP:Iteration 6Q (109754.170000 sec): 3 clusters
  Score: Raw -200720.107473 + Penalty 2474.170085 = -198245.937388
  nChanged 48
		SP:Iteration 7Q (109754.330000 sec): 3 clusters
  Score: Raw -200768.383632 + Penalty 2474.170085 = -198294.213547
  nChanged 53
		SP:Iteration 8Q (109754.530000 sec): 3 clusters
  Score: Raw -200824.328404 + Penalty 2474.170085 = -198350.158319
  nChanged 48
		SP:Iteration 9Q (109754.720000 sec): 3 clusters
  Score: Raw -200870.711285 + Penalty 2474.170085 = -198396.541200
  nChanged 46
		SP:Iteration 10Q (109754.950000 sec): 3 clusters
  Score: Raw -200913.044709 + Penalty 2474.170085 = -198438.874624
  nChanged 47
		SP:Iteration 11Q (109755.130000 sec): 3 clusters
  Score: Raw -200956.361695 + Penalty 2474.170085 = -198482.191610
  nChanged 44
		SP:Iteration 12Q (109755.350000 sec): 3 clusters
  Score: Raw -200992.203605 + Penalty 2474.170085 = -198518.033520
  nChanged 32
		SP:Iteration 13Q (109755.550000 sec): 3 clusters
  Score: Raw -201023.951974 + Penalty 2474.170085 = -198549.781889
  nChanged 28
		SP:Iteration 14Q (109755.770000 sec): 3 clusters
  Score: Raw -201043.293883 + Penalty 2474.170085 = -198569.123798
  nChanged 18
		SP:Iteration 15Q (109755.900000 sec): 3 clusters
  Score: Raw -201054.947416 + Penalty 2474.170085 = -198580.777331
  nChanged 23
		SP:Iteration 16Q (109756.090000 sec): 3 clusters
  Score: Raw -201064.379519 + Penalty 2474.170085 = -198590.209434
  nChanged 11
		SP:Iteration 17Q (109756.240000 sec): 3 clusters
  Score: Raw -201069.376389 + Penalty 2474.170085 = -198595.206305
  nChanged 8
		SP:Iteration 18Q (109756.430000 sec): 3 clusters
  Score: Raw -201072.919056 + Penalty 2474.170085 = -198598.748971
  nChanged 9
		SP:Iteration 19Q (109756.660000 sec): 3 clusters
  Score: Raw -201078.751669 + Penalty 2474.170085 = -198604.581584
  nChanged 10
		SP:Iteration 20F (109756.830000 sec): 3 clusters
  Score: Raw -201084.361560 + Penalty 2474.170085 = -198610.191475
  nChanged 11
		SP:Iteration 21Q (109757.040000 sec): 3 clusters
  Score: Raw -201090.209948 + Penalty 2474.170085 = -198616.039863
  nChanged 9
		SP:Iteration 22Q (109757.210000 sec): 3 clusters
  Score: Raw -201095.177665 + Penalty 2474.170085 = -198621.007580
  nChanged 8
		SP:Iteration 23Q (109757.350000 sec): 3 clusters
  Score: Raw -201098.869345 + Penalty 2474.170085 = -198624.699260
  nChanged 10
		SP:Iteration 24Q (109757.590000 sec): 3 clusters
  Score: Raw -201104.447434 + Penalty 2474.170085 = -198630.277349
  nChanged 5
		SP:Iteration 25Q (109757.770000 sec): 3 clusters
  Score: Raw -201107.081826 + Penalty 2474.170085 = -198632.911741
  nChanged 9
		SP:Iteration 26Q (109757.930000 sec): 3 clusters
  Score: Raw -201110.402138 + Penalty 2474.170085 = -198636.232053
  nChanged 9
		SP:Iteration 27Q (109758.120000 sec): 3 clusters
  Score: Raw -201115.769408 + Penalty 2474.170085 = -198641.599324
  nChanged 8
		SP:Iteration 28Q (109758.280000 sec): 3 clusters
  Score: Raw -201120.528648 + Penalty 2474.170085 = -198646.358563
  nChanged 9
		SP:Iteration 29Q (109758.440000 sec): 3 clusters
  Score: Raw -201125.417666 + Penalty 2474.170085 = -198651.247581
  nChanged 12
		SP:Iteration 30Q (109758.630000 sec): 3 clusters
  Score: Raw -201133.502682 + Penalty 2474.170085 = -198659.332597
  nChanged 15
		SP:Iteration 31Q (109758.820000 sec): 3 clusters
  Score: Raw -201145.033872 + Penalty 2474.170085 = -198670.863787
  nChanged 18
		SP:Iteration 32Q (109758.990000 sec): 3 clusters
  Score: Raw -201154.732066 + Penalty 2474.170085 = -198680.561981
  nChanged 13
		SP:Iteration 33Q (109759.170000 sec): 3 clusters
  Score: Raw -201163.605008 + Penalty 2474.170085 = -198689.434923
  nChanged 16
		SP:Iteration 34Q (109759.370000 sec): 3 clusters
  Score: Raw -201170.595027 + Penalty 2474.170085 = -198696.424942
  nChanged 12
		SP:Iteration 35Q (109759.560000 sec): 3 clusters
  Score: Raw -201175.283604 + Penalty 2474.170085 = -198701.113519
  nChanged 7
		SP:Iteration 36Q (109759.730000 sec): 3 clusters
  Score: Raw -201178.167178 + Penalty 2474.170085 = -198703.997093
  nChanged 6
		SP:Iteration 37Q (109759.910000 sec): 3 clusters
  Score: Raw -201180.152011 + Penalty 2474.170085 = -198705.981926
  nChanged 7
		SP:Iteration 38Q (109760.100000 sec): 3 clusters
  Score: Raw -201183.277961 + Penalty 2474.170085 = -198709.107876
  nChanged 8
		SP:Iteration 39Q (109760.310000 sec): 3 clusters
  Score: Raw -201186.465359 + Penalty 2474.170085 = -198712.295275
  nChanged 8
		SP:Iteration 40F (109760.490000 sec): 3 clusters
  Score: Raw -201190.943198 + Penalty 2474.170085 = -198716.773113
  nChanged 13
		SP:Iteration 41Q (109760.710000 sec): 3 clusters
  Score: Raw -201198.903871 + Penalty 2474.170085 = -198724.733786
  nChanged 17
		SP:Iteration 42Q (109760.870000 sec): 3 clusters
  Score: Raw -201210.736565 + Penalty 2474.170085 = -198736.566480
  nChanged 25
		SP:Iteration 43Q (109761.100000 sec): 3 clusters
  Score: Raw -201225.254047 + Penalty 2474.170085 = -198751.083963
  nChanged 23
		SP:Iteration 44Q (109761.310000 sec): 3 clusters
  Score: Raw -201236.911476 + Penalty 2474.170085 = -198762.741391
  nChanged 15
		SP:Iteration 45Q (109761.470000 sec): 3 clusters
  Score: Raw -201244.697335 + Penalty 2474.170085 = -198770.527250
  nChanged 13
		SP:Iteration 46Q (109761.690000 sec): 3 clusters
  Score: Raw -201251.405303 + Penalty 2474.170085 = -198777.235218
  nChanged 12
		SP:Iteration 47Q (109761.840000 sec): 3 clusters
  Score: Raw -201257.581717 + Penalty 2474.170085 = -198783.411632
  nChanged 11
		SP:Iteration 48Q (109762.070000 sec): 3 clusters
  Score: Raw -201263.152262 + Penalty 2474.170085 = -198788.982177
  nChanged 9
		SP:Iteration 49Q (109762.240000 sec): 3 clusters
  Score: Raw -201266.779155 + Penalty 2474.170085 = -198792.609070
  nChanged 10
		SP:Iteration 50Q (109762.440000 sec): 3 clusters
  Score: Raw -201271.017173 + Penalty 2474.170085 = -198796.847088
  nChanged 12
		SP:Iteration 51Q (109762.610000 sec): 3 clusters
  Score: Raw -201276.317121 + Penalty 2474.170085 = -198802.147036
  nChanged 14
		SP:Iteration 52Q (109762.760000 sec): 3 clusters
  Score: Raw -201283.956345 + Penalty 2474.170085 = -198809.786260
  nChanged 16
		SP:Iteration 53Q (109762.950000 sec): 3 clusters
  Score: Raw -201295.308839 + Penalty 2474.170085 = -198821.138754
  nChanged 12
		SP:Iteration 54Q (109763.200000 sec): 3 clusters
  Score: Raw -201302.867676 + Penalty 2474.170085 = -198828.697591
  nChanged 8
		SP:Iteration 55Q (109763.340000 sec): 3 clusters
  Score: Raw -201308.123589 + Penalty 2474.170085 = -198833.953505
  nChanged 4
		SP:Iteration 56Q (109763.550000 sec): 3 clusters
  Score: Raw -201312.959726 + Penalty 2474.170085 = -198838.789641
  nChanged 10
		SP:Iteration 57Q (109763.730000 sec): 3 clusters
  Score: Raw -201319.522523 + Penalty 2474.170085 = -198845.352438
  nChanged 10
		SP:Iteration 58Q (109763.940000 sec): 3 clusters
  Score: Raw -201324.747051 + Penalty 2474.170085 = -198850.576966
  nChanged 12
		SP:Iteration 59Q (109764.080000 sec): 3 clusters
  Score: Raw -201333.482226 + Penalty 2474.170085 = -198859.312142
  nChanged 10
		SP:Iteration 60F (109764.310000 sec): 3 clusters
  Score: Raw -201341.300593 + Penalty 2474.170085 = -198867.130508
  nChanged 7
		SP:Iteration 61Q (109764.520000 sec): 3 clusters
  Score: Raw -201345.473845 + Penalty 2474.170085 = -198871.303760
  nChanged 5
		SP:Iteration 62Q (109764.740000 sec): 3 clusters
  Score: Raw -201347.526168 + Penalty 2474.170085 = -198873.356084
  nChanged 1
		SP:Iteration 63Q (109764.920000 sec): 3 clusters
  Score: Raw -201348.043821 + Penalty 2474.170085 = -198873.873736
  nChanged 0
		SP:Iteration 64F (109765.130000 sec): 3 clusters
  Score: Raw -201348.043821 + Penalty 2474.170085 = -198873.873736
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109765.250000 sec): 2 clusters
  Score: Raw -848619.472075 + Penalty 1460.744159 = -847158.727916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109765.530000 sec): 3 clusters
  Score: Raw -844187.842557 + Penalty 2921.488318 = -841266.354239
  nChanged 3407
		SP:Iteration 1F (109765.730000 sec): 3 clusters
  Score: Raw -846015.314028 + Penalty 2921.488318 = -843093.825711
  nChanged 473
		SP:Iteration 2F (109766.030000 sec): 3 clusters
  Score: Raw -846249.931032 + Penalty 2921.488318 = -843328.442715
  nChanged 439
		SP:Iteration 3F (109766.230000 sec): 3 clusters
  Score: Raw -846488.632913 + Penalty 2921.488318 = -843567.144596
  nChanged 464
		SP:Iteration 4F (109766.440000 sec): 3 clusters
  Score: Raw -846808.622843 + Penalty 2921.488318 = -843887.134525
  nChanged 510
		SP:Iteration 5F (109766.660000 sec): 3 clusters
  Score: Raw -847273.848195 + Penalty 2921.488318 = -844352.359878
  nChanged 555
		SP:Iteration 6F (109766.850000 sec): 3 clusters
  Score: Raw -847794.402932 + Penalty 2921.488318 = -844872.914614
  nChanged 509
		SP:Iteration 7F (109767.070000 sec): 3 clusters
  Score: Raw -848225.918000 + Penalty 2921.488318 = -845304.429682
  nChanged 422
		SP:Iteration 8F (109767.350000 sec): 3 clusters
  Score: Raw -848562.530717 + Penalty 2921.488318 = -845641.042400
  nChanged 353
		SP:Iteration 9Q (109767.560000 sec): 3 clusters
  Score: Raw -848769.080685 + Penalty 2921.488318 = -845847.592367
  nChanged 255
		SP:Iteration 10Q (109767.770000 sec): 3 clusters
  Score: Raw -848880.961295 + Penalty 2921.488318 = -845959.472977
  nChanged 171
		SP:Iteration 11Q (109768.020000 sec): 3 clusters
  Score: Raw -848936.656917 + Penalty 2921.488318 = -846015.168600
  nChanged 112
		SP:Iteration 12Q (109768.280000 sec): 3 clusters
  Score: Raw -848970.208006 + Penalty 2921.488318 = -846048.719689
  nChanged 99
		SP:Iteration 13Q (109768.490000 sec): 3 clusters
  Score: Raw -848999.648716 + Penalty 2921.488318 = -846078.160398
  nChanged 96
		SP:Iteration 14Q (109768.740000 sec): 3 clusters
  Score: Raw -849024.593189 + Penalty 2921.488318 = -846103.104871
  nChanged 66
		SP:Iteration 15Q (109768.980000 sec): 3 clusters
  Score: Raw -849039.941241 + Penalty 2921.488318 = -846118.452923
  nChanged 63
		SP:Iteration 16Q (109769.210000 sec): 3 clusters
  Score: Raw -849054.008953 + Penalty 2921.488318 = -846132.520636
  nChanged 56
		SP:Iteration 17Q (109769.450000 sec): 3 clusters
  Score: Raw -849065.927794 + Penalty 2921.488318 = -846144.439476
  nChanged 49
		SP:Iteration 18Q (109769.720000 sec): 3 clusters
  Score: Raw -849075.226781 + Penalty 2921.488318 = -846153.738463
  nChanged 45
		SP:Iteration 19Q (109769.900000 sec): 3 clusters
  Score: Raw -849083.885026 + Penalty 2921.488318 = -846162.396709
  nChanged 40
		SP:Iteration 20F (109770.070000 sec): 3 clusters
  Score: Raw -849090.872269 + Penalty 2921.488318 = -846169.383952
  nChanged 27
		SP:Iteration 21Q (109770.270000 sec): 3 clusters
  Score: Raw -849095.693837 + Penalty 2921.488318 = -846174.205519
  nChanged 30
		SP:Iteration 22Q (109770.500000 sec): 3 clusters
  Score: Raw -849100.473034 + Penalty 2921.488318 = -846178.984717
  nChanged 28
		SP:Iteration 23Q (109770.670000 sec): 3 clusters
  Score: Raw -849104.791189 + Penalty 2921.488318 = -846183.302871
  nChanged 34
		SP:Iteration 24Q (109770.890000 sec): 3 clusters
  Score: Raw -849110.687775 + Penalty 2921.488318 = -846189.199458
  nChanged 22
		SP:Iteration 25Q (109771.080000 sec): 3 clusters
  Score: Raw -849115.007647 + Penalty 2921.488318 = -846193.519330
  nChanged 27
		SP:Iteration 26Q (109771.270000 sec): 3 clusters
  Score: Raw -849120.550034 + Penalty 2921.488318 = -846199.061716
  nChanged 19
		SP:Iteration 27Q (109771.530000 sec): 3 clusters
  Score: Raw -849123.613792 + Penalty 2921.488318 = -846202.125474
  nChanged 12
		SP:Iteration 28Q (109771.740000 sec): 3 clusters
  Score: Raw -849125.774634 + Penalty 2921.488318 = -846204.286317
  nChanged 19
		SP:Iteration 29Q (109771.960000 sec): 3 clusters
  Score: Raw -849129.257074 + Penalty 2921.488318 = -846207.768757
  nChanged 20
		SP:Iteration 30Q (109772.160000 sec): 3 clusters
  Score: Raw -849133.438397 + Penalty 2921.488318 = -846211.950079
  nChanged 17
		SP:Iteration 31Q (109772.340000 sec): 3 clusters
  Score: Raw -849136.697664 + Penalty 2921.488318 = -846215.209346
  nChanged 24
		SP:Iteration 32Q (109772.560000 sec): 3 clusters
  Score: Raw -849141.875637 + Penalty 2921.488318 = -846220.387320
  nChanged 14
		SP:Iteration 33Q (109772.830000 sec): 3 clusters
  Score: Raw -849144.488634 + Penalty 2921.488318 = -846223.000317
  nChanged 14
		SP:Iteration 34Q (109773.040000 sec): 3 clusters
  Score: Raw -849146.627146 + Penalty 2921.488318 = -846225.138829
  nChanged 11
		SP:Iteration 35Q (109773.240000 sec): 3 clusters
  Score: Raw -849148.179819 + Penalty 2921.488318 = -846226.691502
  nChanged 11
		SP:Iteration 36Q (109773.490000 sec): 3 clusters
  Score: Raw -849150.061889 + Penalty 2921.488318 = -846228.573571
  nChanged 14
		SP:Iteration 37Q (109773.690000 sec): 3 clusters
  Score: Raw -849152.311440 + Penalty 2921.488318 = -846230.823123
  nChanged 16
		SP:Iteration 38Q (109773.930000 sec): 3 clusters
  Score: Raw -849155.206204 + Penalty 2921.488318 = -846233.717887
  nChanged 15
		SP:Iteration 39Q (109774.120000 sec): 3 clusters
  Score: Raw -849157.509462 + Penalty 2921.488318 = -846236.021144
  nChanged 13
		SP:Iteration 40F (109774.390000 sec): 3 clusters
  Score: Raw -849159.589417 + Penalty 2921.488318 = -846238.101100
  nChanged 11
		SP:Iteration 41Q (109774.550000 sec): 3 clusters
  Score: Raw -849161.679594 + Penalty 2921.488318 = -846240.191276
  nChanged 13
		SP:Iteration 42Q (109774.820000 sec): 3 clusters
  Score: Raw -849163.751959 + Penalty 2921.488318 = -846242.263641
  nChanged 14
		SP:Iteration 43Q (109775.020000 sec): 3 clusters
  Score: Raw -849165.572313 + Penalty 2921.488318 = -846244.083995
  nChanged 6
		SP:Iteration 44Q (109775.170000 sec): 3 clusters
  Score: Raw -849166.304866 + Penalty 2921.488318 = -846244.816548
  nChanged 6
		SP:Iteration 45Q (109775.460000 sec): 3 clusters
  Score: Raw -849166.965283 + Penalty 2921.488318 = -846245.476965
  nChanged 5
		SP:Iteration 46Q (109775.670000 sec): 3 clusters
  Score: Raw -849167.383539 + Penalty 2921.488318 = -846245.895221
  nChanged 3
		SP:Iteration 47Q (109775.860000 sec): 3 clusters
  Score: Raw -849167.760669 + Penalty 2921.488318 = -846246.272352
  nChanged 5
		SP:Iteration 48Q (109776.170000 sec): 3 clusters
  Score: Raw -849168.277439 + Penalty 2921.488318 = -846246.789122
  nChanged 5
		SP:Iteration 49Q (109776.400000 sec): 3 clusters
  Score: Raw -849169.097521 + Penalty 2921.488318 = -846247.609203
  nChanged 3
		SP:Iteration 50Q (109776.610000 sec): 3 clusters
  Score: Raw -849169.460667 + Penalty 2921.488318 = -846247.972349
  nChanged 2
		SP:Iteration 51Q (109776.860000 sec): 3 clusters
  Score: Raw -849169.727573 + Penalty 2921.488318 = -846248.239255
  nChanged 2
		SP:Iteration 52Q (109777.060000 sec): 3 clusters
  Score: Raw -849169.981431 + Penalty 2921.488318 = -846248.493113
  nChanged 2
		SP:Iteration 53Q (109777.250000 sec): 3 clusters
  Score: Raw -849170.153289 + Penalty 2921.488318 = -846248.664971
  nChanged 1
		SP:Iteration 54Q (109777.450000 sec): 3 clusters
  Score: Raw -849170.209511 + Penalty 2921.488318 = -846248.721194
  nChanged 0
		SP:Iteration 55F (109777.700000 sec): 3 clusters
  Score: Raw -849170.209511 + Penalty 2921.488318 = -846248.721194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (34783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109777.950000 sec): 2 clusters
  Score: Raw -3829622.854722 + Penalty 1699.243657 = -3827923.611065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109778.310000 sec): 3 clusters
  Score: Raw -3807912.413020 + Penalty 3398.487313 = -3804513.925706
  nChanged 16120
		SP:Iteration 1F (109778.670000 sec): 3 clusters
  Score: Raw -3817024.077518 + Penalty 3398.487313 = -3813625.590205
  nChanged 1465
		SP:Iteration 2Q (109779.070000 sec): 3 clusters
  Score: Raw -3817478.649644 + Penalty 3398.487313 = -3814080.162331
  nChanged 1461
		SP:Iteration 3Q (109779.460000 sec): 3 clusters
  Score: Raw -3817988.885264 + Penalty 3398.487313 = -3814590.397951
  nChanged 1514
		SP:Iteration 4Q (109779.830000 sec): 3 clusters
  Score: Raw -3818643.768096 + Penalty 3398.487313 = -3815245.280783
  nChanged 1671
		SP:Iteration 5Q (109780.190000 sec): 3 clusters
  Score: Raw -3819547.369788 + Penalty 3398.487313 = -3816148.882475
  nChanged 1936
		SP:Iteration 6F (109780.550000 sec): 3 clusters
  Score: Raw -3820821.084454 + Penalty 3398.487313 = -3817422.597141
  nChanged 2141
		SP:Iteration 7F (109780.950000 sec): 3 clusters
  Score: Raw -3822452.154348 + Penalty 3398.487313 = -3819053.667035
  nChanged 2131
		SP:Iteration 8F (109781.250000 sec): 3 clusters
  Score: Raw -3824226.536313 + Penalty 3398.487313 = -3820828.048999
  nChanged 1895
		SP:Iteration 9F (109781.590000 sec): 3 clusters
  Score: Raw -3825892.907495 + Penalty 3398.487313 = -3822494.420182
  nChanged 1560
		SP:Iteration 10Q (109781.940000 sec): 3 clusters
  Score: Raw -3827310.159870 + Penalty 3398.487313 = -3823911.672556
  nChanged 1127
		SP:Iteration 11Q (109782.250000 sec): 3 clusters
  Score: Raw -3828308.033392 + Penalty 3398.487313 = -3824909.546079
  nChanged 746
		SP:Iteration 12Q (109782.630000 sec): 3 clusters
  Score: Raw -3828918.831361 + Penalty 3398.487313 = -3825520.344048
  nChanged 452
		SP:Iteration 13Q (109782.960000 sec): 3 clusters
  Score: Raw -3829291.812922 + Penalty 3398.487313 = -3825893.325609
  nChanged 283
		SP:Iteration 14Q (109783.320000 sec): 3 clusters
  Score: Raw -3829508.761639 + Penalty 3398.487313 = -3826110.274326
  nChanged 166
		SP:Iteration 15Q (109783.710000 sec): 3 clusters
  Score: Raw -3829623.764561 + Penalty 3398.487313 = -3826225.277248
  nChanged 117
		SP:Iteration 16Q (109784.090000 sec): 3 clusters
  Score: Raw -3829703.308821 + Penalty 3398.487313 = -3826304.821508
  nChanged 79
		SP:Iteration 17Q (109784.430000 sec): 3 clusters
  Score: Raw -3829749.794030 + Penalty 3398.487313 = -3826351.306717
  nChanged 42
		SP:Iteration 18Q (109784.800000 sec): 3 clusters
  Score: Raw -3829778.673326 + Penalty 3398.487313 = -3826380.186013
  nChanged 36
		SP:Iteration 19Q (109785.160000 sec): 3 clusters
  Score: Raw -3829799.467186 + Penalty 3398.487313 = -3826400.979873
  nChanged 28
		SP:Iteration 20F (109785.560000 sec): 3 clusters
  Score: Raw -3829823.705128 + Penalty 3398.487313 = -3826425.217815
  nChanged 22
		SP:Iteration 21Q (109785.890000 sec): 3 clusters
  Score: Raw -3829838.075634 + Penalty 3398.487313 = -3826439.588321
  nChanged 21
		SP:Iteration 22Q (109786.230000 sec): 3 clusters
  Score: Raw -3829855.043280 + Penalty 3398.487313 = -3826456.555967
  nChanged 18
		SP:Iteration 23Q (109786.570000 sec): 3 clusters
  Score: Raw -3829866.488014 + Penalty 3398.487313 = -3826468.000701
  nChanged 12
		SP:Iteration 24Q (109786.840000 sec): 3 clusters
  Score: Raw -3829872.198446 + Penalty 3398.487313 = -3826473.711133
  nChanged 7
		SP:Iteration 25Q (109787.160000 sec): 3 clusters
  Score: Raw -3829876.806809 + Penalty 3398.487313 = -3826478.319495
  nChanged 5
		SP:Iteration 26Q (109787.490000 sec): 3 clusters
  Score: Raw -3829880.279825 + Penalty 3398.487313 = -3826481.792512
  nChanged 4
		SP:Iteration 27Q (109787.820000 sec): 3 clusters
  Score: Raw -3829882.527638 + Penalty 3398.487313 = -3826484.040324
  nChanged 1
		SP:Iteration 28Q (109788.140000 sec): 3 clusters
  Score: Raw -3829882.835348 + Penalty 3398.487313 = -3826484.348035
  nChanged 1
		SP:Iteration 29Q (109788.450000 sec): 3 clusters
  Score: Raw -3829883.276469 + Penalty 3398.487313 = -3826484.789156
  nChanged 0
		SP:Iteration 30F (109788.780000 sec): 3 clusters
  Score: Raw -3829883.276469 + Penalty 3398.487313 = -3826484.789156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109788.920000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109789.120000 sec): 3 clusters
  Score: Raw -45542.160274 + Penalty 1980.410175 = -43561.750099
  nChanged 91
		SP:Iteration 1F (109789.310000 sec): 3 clusters
  Score: Raw -45683.626433 + Penalty 1980.410175 = -43703.216258
  nChanged 12
		SP:Iteration 2Q (109789.500000 sec): 3 clusters
  Score: Raw -45712.598414 + Penalty 1980.410175 = -43732.188239
  nChanged 6
		SP:Iteration 3Q (109789.720000 sec): 3 clusters
  Score: Raw -45720.302292 + Penalty 1980.410175 = -43739.892117
  nChanged 4
		SP:Iteration 4Q (109789.920000 sec): 3 clusters
  Score: Raw -45725.750365 + Penalty 1980.410175 = -43745.340190
  nChanged 1
		SP:Iteration 5Q (109790.120000 sec): 3 clusters
  Score: Raw -45726.275378 + Penalty 1980.410175 = -43745.865202
  nChanged 1
		SP:Iteration 6Q (109790.270000 sec): 3 clusters
  Score: Raw -45727.460717 + Penalty 1980.410175 = -43747.050541
  nChanged 2
		SP:Iteration 7Q (109790.510000 sec): 3 clusters
  Score: Raw -45735.812762 + Penalty 1980.410175 = -43755.402587
  nChanged 2
		SP:Iteration 8Q (109790.660000 sec): 3 clusters
  Score: Raw -45737.927257 + Penalty 1980.410175 = -43757.517082
  nChanged 0
		SP:Iteration 9F (109790.820000 sec): 3 clusters
  Score: Raw -45737.927257 + Penalty 1980.410175 = -43757.517082
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109790.960000 sec): 2 clusters
  Score: Raw -106784.829708 + Penalty 1139.615066 = -105645.214642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109791.120000 sec): 3 clusters
  Score: Raw -106491.270695 + Penalty 2279.230132 = -104212.040564
  nChanged 345
		SP:Iteration 1F (109791.280000 sec): 3 clusters
  Score: Raw -106797.039451 + Penalty 2279.230132 = -104517.809319
  nChanged 81
		SP:Iteration 2F (109791.480000 sec): 3 clusters
  Score: Raw -106882.382982 + Penalty 2279.230132 = -104603.152851
  nChanged 53
		SP:Iteration 3Q (109791.640000 sec): 3 clusters
  Score: Raw -106943.849065 + Penalty 2279.230132 = -104664.618933
  nChanged 45
		SP:Iteration 4Q (109791.850000 sec): 3 clusters
  Score: Raw -106990.303397 + Penalty 2279.230132 = -104711.073266
  nChanged 33
		SP:Iteration 5Q (109791.990000 sec): 3 clusters
  Score: Raw -107033.240344 + Penalty 2279.230132 = -104754.010212
  nChanged 22
		SP:Iteration 6Q (109792.150000 sec): 3 clusters
  Score: Raw -107065.084292 + Penalty 2279.230132 = -104785.854161
  nChanged 28
		SP:Iteration 7Q (109792.350000 sec): 3 clusters
  Score: Raw -107097.152857 + Penalty 2279.230132 = -104817.922726
  nChanged 26
		SP:Iteration 8Q (109792.490000 sec): 3 clusters
  Score: Raw -107135.014842 + Penalty 2279.230132 = -104855.784711
  nChanged 33
		SP:Iteration 9Q (109792.690000 sec): 3 clusters
  Score: Raw -107188.391313 + Penalty 2279.230132 = -104909.161181
  nChanged 20
		SP:Iteration 10Q (109792.880000 sec): 3 clusters
  Score: Raw -107211.581035 + Penalty 2279.230132 = -104932.350904
  nChanged 17
		SP:Iteration 11Q (109793.050000 sec): 3 clusters
  Score: Raw -107235.595693 + Penalty 2279.230132 = -104956.365561
  nChanged 19
		SP:Iteration 12Q (109793.270000 sec): 3 clusters
  Score: Raw -107254.646488 + Penalty 2279.230132 = -104975.416356
  nChanged 13
		SP:Iteration 13Q (109793.440000 sec): 3 clusters
  Score: Raw -107264.654779 + Penalty 2279.230132 = -104985.424648
  nChanged 6
		SP:Iteration 14Q (109793.670000 sec): 3 clusters
  Score: Raw -107268.685348 + Penalty 2279.230132 = -104989.455216
  nChanged 5
		SP:Iteration 15Q (109793.880000 sec): 3 clusters
  Score: Raw -107273.956397 + Penalty 2279.230132 = -104994.726265
  nChanged 5
		SP:Iteration 16Q (109794.080000 sec): 3 clusters
  Score: Raw -107279.155515 + Penalty 2279.230132 = -104999.925383
  nChanged 5
		SP:Iteration 17Q (109794.300000 sec): 3 clusters
  Score: Raw -107285.409319 + Penalty 2279.230132 = -105006.179188
  nChanged 5
		SP:Iteration 18Q (109794.480000 sec): 3 clusters
  Score: Raw -107288.691200 + Penalty 2279.230132 = -105009.461068
  nChanged 1
		SP:Iteration 19Q (109794.700000 sec): 3 clusters
  Score: Raw -107290.017733 + Penalty 2279.230132 = -105010.787601
  nChanged 2
		SP:Iteration 20F (109794.870000 sec): 3 clusters
  Score: Raw -107290.993474 + Penalty 2279.230132 = -105011.763342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109795.030000 sec): 2 clusters
  Score: Raw -1505562.842926 + Penalty 1557.696929 = -1504005.145997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109795.300000 sec): 3 clusters
  Score: Raw -1497007.216315 + Penalty 3115.393858 = -1493891.822456
  nChanged 6475
		SP:Iteration 1F (109795.570000 sec): 3 clusters
  Score: Raw -1500682.892709 + Penalty 3115.393858 = -1497567.498850
  nChanged 993
		SP:Iteration 2F (109795.840000 sec): 3 clusters
  Score: Raw -1501249.288039 + Penalty 3115.393858 = -1498133.894180
  nChanged 946
		SP:Iteration 3F (109796.140000 sec): 3 clusters
  Score: Raw -1501795.612176 + Penalty 3115.393858 = -1498680.218318
  nChanged 904
		SP:Iteration 4F (109796.430000 sec): 3 clusters
  Score: Raw -1502327.857579 + Penalty 3115.393858 = -1499212.463721
  nChanged 843
		SP:Iteration 5F (109796.690000 sec): 3 clusters
  Score: Raw -1502909.233974 + Penalty 3115.393858 = -1499793.840115
  nChanged 798
		SP:Iteration 6F (109796.920000 sec): 3 clusters
  Score: Raw -1503460.854395 + Penalty 3115.393858 = -1500345.460537
  nChanged 689
		SP:Iteration 7Q (109797.240000 sec): 3 clusters
  Score: Raw -1503897.262282 + Penalty 3115.393858 = -1500781.868423
  nChanged 606
		SP:Iteration 8Q (109797.540000 sec): 3 clusters
  Score: Raw -1504249.306495 + Penalty 3115.393858 = -1501133.912636
  nChanged 491
		SP:Iteration 9Q (109797.880000 sec): 3 clusters
  Score: Raw -1504534.520647 + Penalty 3115.393858 = -1501419.126789
  nChanged 412
		SP:Iteration 10Q (109798.150000 sec): 3 clusters
  Score: Raw -1504785.593652 + Penalty 3115.393858 = -1501670.199794
  nChanged 345
		SP:Iteration 11Q (109798.460000 sec): 3 clusters
  Score: Raw -1505012.913122 + Penalty 3115.393858 = -1501897.519263
  nChanged 317
		SP:Iteration 12Q (109798.730000 sec): 3 clusters
  Score: Raw -1505231.211159 + Penalty 3115.393858 = -1502115.817301
  nChanged 279
		SP:Iteration 13Q (109798.980000 sec): 3 clusters
  Score: Raw -1505430.411273 + Penalty 3115.393858 = -1502315.017414
  nChanged 239
		SP:Iteration 14Q (109799.220000 sec): 3 clusters
  Score: Raw -1505573.937370 + Penalty 3115.393858 = -1502458.543512
  nChanged 188
		SP:Iteration 15Q (109799.450000 sec): 3 clusters
  Score: Raw -1505675.624182 + Penalty 3115.393858 = -1502560.230324
  nChanged 167
		SP:Iteration 16Q (109799.710000 sec): 3 clusters
  Score: Raw -1505763.792472 + Penalty 3115.393858 = -1502648.398613
  nChanged 140
		SP:Iteration 17Q (109799.940000 sec): 3 clusters
  Score: Raw -1505829.033056 + Penalty 3115.393858 = -1502713.639197
  nChanged 123
		SP:Iteration 18Q (109800.240000 sec): 3 clusters
  Score: Raw -1505889.548538 + Penalty 3115.393858 = -1502774.154680
  nChanged 105
		SP:Iteration 19Q (109800.540000 sec): 3 clusters
  Score: Raw -1505944.706494 + Penalty 3115.393858 = -1502829.312636
  nChanged 99
		SP:Iteration 20F (109800.820000 sec): 3 clusters
  Score: Raw -1505987.658446 + Penalty 3115.393858 = -1502872.264588
  nChanged 72
		SP:Iteration 21Q (109801.020000 sec): 3 clusters
  Score: Raw -1506008.329939 + Penalty 3115.393858 = -1502892.936080
  nChanged 46
		SP:Iteration 22Q (109801.300000 sec): 3 clusters
  Score: Raw -1506023.032216 + Penalty 3115.393858 = -1502907.638357
  nChanged 44
		SP:Iteration 23Q (109801.560000 sec): 3 clusters
  Score: Raw -1506038.876814 + Penalty 3115.393858 = -1502923.482955
  nChanged 36
		SP:Iteration 24Q (109801.820000 sec): 3 clusters
  Score: Raw -1506050.620159 + Penalty 3115.393858 = -1502935.226300
  nChanged 45
		SP:Iteration 25Q (109802.030000 sec): 3 clusters
  Score: Raw -1506064.411991 + Penalty 3115.393858 = -1502949.018132
  nChanged 39
		SP:Iteration 26Q (109802.320000 sec): 3 clusters
  Score: Raw -1506076.017362 + Penalty 3115.393858 = -1502960.623504
  nChanged 31
		SP:Iteration 27Q (109802.520000 sec): 3 clusters
  Score: Raw -1506084.219857 + Penalty 3115.393858 = -1502968.825999
  nChanged 27
		SP:Iteration 28Q (109802.800000 sec): 3 clusters
  Score: Raw -1506091.210564 + Penalty 3115.393858 = -1502975.816705
  nChanged 21
		SP:Iteration 29Q (109802.980000 sec): 3 clusters
  Score: Raw -1506095.568136 + Penalty 3115.393858 = -1502980.174277
  nChanged 23
		SP:Iteration 30Q (109803.240000 sec): 3 clusters
  Score: Raw -1506100.906023 + Penalty 3115.393858 = -1502985.512165
  nChanged 24
		SP:Iteration 31Q (109803.440000 sec): 3 clusters
  Score: Raw -1506105.868847 + Penalty 3115.393858 = -1502990.474988
  nChanged 16
		SP:Iteration 32Q (109803.720000 sec): 3 clusters
  Score: Raw -1506110.094211 + Penalty 3115.393858 = -1502994.700353
  nChanged 28
		SP:Iteration 33Q (109803.970000 sec): 3 clusters
  Score: Raw -1506119.470220 + Penalty 3115.393858 = -1503004.076362
  nChanged 28
		SP:Iteration 34Q (109804.230000 sec): 3 clusters
  Score: Raw -1506129.692015 + Penalty 3115.393858 = -1503014.298157
  nChanged 40
		SP:Iteration 35Q (109804.510000 sec): 3 clusters
  Score: Raw -1506141.142655 + Penalty 3115.393858 = -1503025.748797
  nChanged 30
		SP:Iteration 36Q (109804.740000 sec): 3 clusters
  Score: Raw -1506151.157546 + Penalty 3115.393858 = -1503035.763688
  nChanged 34
		SP:Iteration 37Q (109805.020000 sec): 3 clusters
  Score: Raw -1506159.835576 + Penalty 3115.393858 = -1503044.441717
  nChanged 31
		SP:Iteration 38Q (109805.270000 sec): 3 clusters
  Score: Raw -1506168.929731 + Penalty 3115.393858 = -1503053.535873
  nChanged 27
		SP:Iteration 39Q (109805.490000 sec): 3 clusters
  Score: Raw -1506176.467557 + Penalty 3115.393858 = -1503061.073699
  nChanged 25
		SP:Iteration 40F (109805.740000 sec): 3 clusters
  Score: Raw -1506182.365175 + Penalty 3115.393858 = -1503066.971316
  nChanged 18
		SP:Iteration 41Q (109806.000000 sec): 3 clusters
  Score: Raw -1506187.785008 + Penalty 3115.393858 = -1503072.391150
  nChanged 22
		SP:Iteration 42Q (109806.210000 sec): 3 clusters
  Score: Raw -1506194.899557 + Penalty 3115.393858 = -1503079.505698
  nChanged 17
		SP:Iteration 43Q (109806.440000 sec): 3 clusters
  Score: Raw -1506199.055528 + Penalty 3115.393858 = -1503083.661669
  nChanged 7
		SP:Iteration 44Q (109806.690000 sec): 3 clusters
  Score: Raw -1506200.467767 + Penalty 3115.393858 = -1503085.073909
  nChanged 3
		SP:Iteration 45Q (109806.910000 sec): 3 clusters
  Score: Raw -1506200.842605 + Penalty 3115.393858 = -1503085.448746
  nChanged 1
		SP:Iteration 46Q (109807.210000 sec): 3 clusters
  Score: Raw -1506200.994123 + Penalty 3115.393858 = -1503085.600265
  nChanged 1
		SP:Iteration 47Q (109807.450000 sec): 3 clusters
  Score: Raw -1506201.114460 + Penalty 3115.393858 = -1503085.720602
  nChanged 1
		SP:Iteration 48Q (109807.690000 sec): 3 clusters
  Score: Raw -1506201.491449 + Penalty 3115.393858 = -1503086.097590
  nChanged 3
		SP:Iteration 49Q (109807.960000 sec): 3 clusters
  Score: Raw -1506202.214162 + Penalty 3115.393858 = -1503086.820303
  nChanged 3
		SP:Iteration 50Q (109808.190000 sec): 3 clusters
  Score: Raw -1506202.665090 + Penalty 3115.393858 = -1503087.271232
  nChanged 4
		SP:Iteration 51Q (109808.420000 sec): 3 clusters
  Score: Raw -1506203.771808 + Penalty 3115.393858 = -1503088.377950
  nChanged 5
		SP:Iteration 52Q (109808.730000 sec): 3 clusters
  Score: Raw -1506205.852203 + Penalty 3115.393858 = -1503090.458345
  nChanged 9
		SP:Iteration 53Q (109808.940000 sec): 3 clusters
  Score: Raw -1506208.733011 + Penalty 3115.393858 = -1503093.339152
  nChanged 10
		SP:Iteration 54Q (109809.180000 sec): 3 clusters
  Score: Raw -1506212.462169 + Penalty 3115.393858 = -1503097.068310
  nChanged 14
		SP:Iteration 55Q (109809.430000 sec): 3 clusters
  Score: Raw -1506217.053782 + Penalty 3115.393858 = -1503101.659923
  nChanged 12
		SP:Iteration 56Q (109809.730000 sec): 3 clusters
  Score: Raw -1506221.174023 + Penalty 3115.393858 = -1503105.780164
  nChanged 16
		SP:Iteration 57Q (109810.010000 sec): 3 clusters
  Score: Raw -1506226.138562 + Penalty 3115.393858 = -1503110.744704
  nChanged 16
		SP:Iteration 58Q (109810.230000 sec): 3 clusters
  Score: Raw -1506231.788676 + Penalty 3115.393858 = -1503116.394818
  nChanged 18
		SP:Iteration 59Q (109810.450000 sec): 3 clusters
  Score: Raw -1506236.937035 + Penalty 3115.393858 = -1503121.543176
  nChanged 16
		SP:Iteration 60F (109810.690000 sec): 3 clusters
  Score: Raw -1506240.473435 + Penalty 3115.393858 = -1503125.079577
  nChanged 18
		SP:Iteration 61Q (109810.910000 sec): 3 clusters
  Score: Raw -1506245.458831 + Penalty 3115.393858 = -1503130.064972
  nChanged 14
		SP:Iteration 62Q (109811.170000 sec): 3 clusters
  Score: Raw -1506248.856004 + Penalty 3115.393858 = -1503133.462145
  nChanged 11
		SP:Iteration 63Q (109811.390000 sec): 3 clusters
  Score: Raw -1506251.406520 + Penalty 3115.393858 = -1503136.012662
  nChanged 2
		SP:Iteration 64Q (109811.680000 sec): 3 clusters
  Score: Raw -1506251.683088 + Penalty 3115.393858 = -1503136.289230
  nChanged 2
		SP:Iteration 65Q (109811.970000 sec): 3 clusters
  Score: Raw -1506252.176880 + Penalty 3115.393858 = -1503136.783021
  nChanged 4
		SP:Iteration 66Q (109812.190000 sec): 3 clusters
  Score: Raw -1506253.579134 + Penalty 3115.393858 = -1503138.185276
  nChanged 2
		SP:Iteration 67Q (109812.490000 sec): 3 clusters
  Score: Raw -1506254.252387 + Penalty 3115.393858 = -1503138.858528
  nChanged 4
		SP:Iteration 68Q (109812.770000 sec): 3 clusters
  Score: Raw -1506255.452832 + Penalty 3115.393858 = -1503140.058973
  nChanged 3
		SP:Iteration 69Q (109813.030000 sec): 3 clusters
  Score: Raw -1506256.158829 + Penalty 3115.393858 = -1503140.764970
  nChanged 3
		SP:Iteration 70Q (109813.270000 sec): 3 clusters
  Score: Raw -1506256.943389 + Penalty 3115.393858 = -1503141.549530
  nChanged 3
		SP:Iteration 71Q (109813.530000 sec): 3 clusters
  Score: Raw -1506257.624228 + Penalty 3115.393858 = -1503142.230370
  nChanged 3
		SP:Iteration 72Q (109813.790000 sec): 3 clusters
  Score: Raw -1506258.362708 + Penalty 3115.393858 = -1503142.968849
  nChanged 2
		SP:Iteration 73Q (109814.050000 sec): 3 clusters
  Score: Raw -1506259.369172 + Penalty 3115.393858 = -1503143.975314
  nChanged 1
		SP:Iteration 74Q (109814.340000 sec): 3 clusters
  Score: Raw -1506259.694524 + Penalty 3115.393858 = -1503144.300666
  nChanged 3
		SP:Iteration 75Q (109814.620000 sec): 3 clusters
  Score: Raw -1506260.373448 + Penalty 3115.393858 = -1503144.979589
  nChanged 2
		SP:Iteration 76Q (109814.910000 sec): 3 clusters
  Score: Raw -1506260.701991 + Penalty 3115.393858 = -1503145.308132
  nChanged 1
		SP:Iteration 77Q (109815.150000 sec): 3 clusters
  Score: Raw -1506260.768199 + Penalty 3115.393858 = -1503145.374341
  nChanged 0
		SP:Iteration 78F (109815.430000 sec): 3 clusters
  Score: Raw -1506260.768199 + Penalty 3115.393858 = -1503145.374341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109815.570000 sec): 2 clusters
  Score: Raw -107772.003680 + Penalty 1146.908415 = -106625.095265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109815.830000 sec): 3 clusters
  Score: Raw -107368.240584 + Penalty 2293.816830 = -105074.423755
  nChanged 378
		SP:Iteration 1F (109815.990000 sec): 3 clusters
  Score: Raw -107732.167587 + Penalty 2293.816830 = -105438.350758
  nChanged 129
		SP:Iteration 2F (109816.130000 sec): 3 clusters
  Score: Raw -107895.292640 + Penalty 2293.816830 = -105601.475810
  nChanged 87
		SP:Iteration 3F (109816.310000 sec): 3 clusters
  Score: Raw -108048.754071 + Penalty 2293.816830 = -105754.937241
  nChanged 70
		SP:Iteration 4F (109816.550000 sec): 3 clusters
  Score: Raw -108166.732849 + Penalty 2293.816830 = -105872.916020
  nChanged 51
		SP:Iteration 5Q (109816.710000 sec): 3 clusters
  Score: Raw -108230.151367 + Penalty 2293.816830 = -105936.334537
  nChanged 38
		SP:Iteration 6Q (109816.940000 sec): 3 clusters
  Score: Raw -108275.843363 + Penalty 2293.816830 = -105982.026533
  nChanged 33
		SP:Iteration 7Q (109817.110000 sec): 3 clusters
  Score: Raw -108321.602877 + Penalty 2293.816830 = -106027.786047
  nChanged 31
		SP:Iteration 8Q (109817.300000 sec): 3 clusters
  Score: Raw -108355.842509 + Penalty 2293.816830 = -106062.025680
  nChanged 20
		SP:Iteration 9Q (109817.480000 sec): 3 clusters
  Score: Raw -108377.857841 + Penalty 2293.816830 = -106084.041012
  nChanged 20
		SP:Iteration 10Q (109817.680000 sec): 3 clusters
  Score: Raw -108405.282461 + Penalty 2293.816830 = -106111.465631
  nChanged 7
		SP:Iteration 11Q (109817.870000 sec): 3 clusters
  Score: Raw -108410.267619 + Penalty 2293.816830 = -106116.450790
  nChanged 5
		SP:Iteration 12Q (109818.070000 sec): 3 clusters
  Score: Raw -108413.631636 + Penalty 2293.816830 = -106119.814807
  nChanged 5
		SP:Iteration 13Q (109818.250000 sec): 3 clusters
  Score: Raw -108416.256897 + Penalty 2293.816830 = -106122.440067
  nChanged 3
		SP:Iteration 14Q (109818.410000 sec): 3 clusters
  Score: Raw -108418.976056 + Penalty 2293.816830 = -106125.159227
  nChanged 2
		SP:Iteration 15Q (109818.620000 sec): 3 clusters
  Score: Raw -108420.670470 + Penalty 2293.816830 = -106126.853641
  nChanged 0
		SP:Iteration 16F (109818.830000 sec): 3 clusters
  Score: Raw -108420.670470 + Penalty 2293.816830 = -106126.853641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109819.060000 sec): 2 clusters
  Score: Raw -2333784.336205 + Penalty 1627.478534 = -2332156.857671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109819.320000 sec): 3 clusters
  Score: Raw -2320281.429476 + Penalty 3254.957068 = -2317026.472409
  nChanged 10106
		SP:Iteration 1F (109819.620000 sec): 3 clusters
  Score: Raw -2326003.117616 + Penalty 3254.957068 = -2322748.160548
  nChanged 1108
		SP:Iteration 2Q (109819.950000 sec): 3 clusters
  Score: Raw -2326394.905967 + Penalty 3254.957068 = -2323139.948899
  nChanged 1004
		SP:Iteration 3Q (109820.240000 sec): 3 clusters
  Score: Raw -2326782.149600 + Penalty 3254.957068 = -2323527.192532
  nChanged 1022
		SP:Iteration 4Q (109820.550000 sec): 3 clusters
  Score: Raw -2327240.813645 + Penalty 3254.957068 = -2323985.856577
  nChanged 1066
		SP:Iteration 5Q (109820.860000 sec): 3 clusters
  Score: Raw -2327774.072459 + Penalty 3254.957068 = -2324519.115392
  nChanged 1193
		SP:Iteration 6F (109821.160000 sec): 3 clusters
  Score: Raw -2328436.042294 + Penalty 3254.957068 = -2325181.085226
  nChanged 1257
		SP:Iteration 7F (109821.480000 sec): 3 clusters
  Score: Raw -2329180.640559 + Penalty 3254.957068 = -2325925.683491
  nChanged 1249
		SP:Iteration 8F (109821.770000 sec): 3 clusters
  Score: Raw -2329931.868260 + Penalty 3254.957068 = -2326676.911192
  nChanged 1135
		SP:Iteration 9F (109822.050000 sec): 3 clusters
  Score: Raw -2330561.416020 + Penalty 3254.957068 = -2327306.458952
  nChanged 987
		SP:Iteration 10Q (109822.390000 sec): 3 clusters
  Score: Raw -2331122.851841 + Penalty 3254.957068 = -2327867.894774
  nChanged 856
		SP:Iteration 11Q (109822.700000 sec): 3 clusters
  Score: Raw -2331600.421734 + Penalty 3254.957068 = -2328345.464666
  nChanged 717
		SP:Iteration 12Q (109822.970000 sec): 3 clusters
  Score: Raw -2331974.774550 + Penalty 3254.957068 = -2328719.817482
  nChanged 624
		SP:Iteration 13Q (109823.260000 sec): 3 clusters
  Score: Raw -2332309.143758 + Penalty 3254.957068 = -2329054.186691
  nChanged 510
		SP:Iteration 14Q (109823.500000 sec): 3 clusters
  Score: Raw -2332586.489148 + Penalty 3254.957068 = -2329331.532081
  nChanged 466
		SP:Iteration 15Q (109823.800000 sec): 3 clusters
  Score: Raw -2332816.893938 + Penalty 3254.957068 = -2329561.936870
  nChanged 395
		SP:Iteration 16Q (109824.030000 sec): 3 clusters
  Score: Raw -2333007.836672 + Penalty 3254.957068 = -2329752.879604
  nChanged 364
		SP:Iteration 17Q (109824.320000 sec): 3 clusters
  Score: Raw -2333190.576291 + Penalty 3254.957068 = -2329935.619224
  nChanged 304
		SP:Iteration 18Q (109824.530000 sec): 3 clusters
  Score: Raw -2333337.882257 + Penalty 3254.957068 = -2330082.925189
  nChanged 292
		SP:Iteration 19Q (109824.840000 sec): 3 clusters
  Score: Raw -2333465.362683 + Penalty 3254.957068 = -2330210.405615
  nChanged 236
		SP:Iteration 20F (109825.090000 sec): 3 clusters
  Score: Raw -2333572.694421 + Penalty 3254.957068 = -2330317.737354
  nChanged 249
		SP:Iteration 21Q (109825.390000 sec): 3 clusters
  Score: Raw -2333681.795675 + Penalty 3254.957068 = -2330426.838608
  nChanged 212
		SP:Iteration 22Q (109825.680000 sec): 3 clusters
  Score: Raw -2333776.140643 + Penalty 3254.957068 = -2330521.183576
  nChanged 161
		SP:Iteration 23Q (109825.930000 sec): 3 clusters
  Score: Raw -2333853.619362 + Penalty 3254.957068 = -2330598.662294
  nChanged 140
		SP:Iteration 24Q (109826.180000 sec): 3 clusters
  Score: Raw -2333919.012377 + Penalty 3254.957068 = -2330664.055309
  nChanged 113
		SP:Iteration 25Q (109826.440000 sec): 3 clusters
  Score: Raw -2333970.852195 + Penalty 3254.957068 = -2330715.895127
  nChanged 94
		SP:Iteration 26Q (109826.690000 sec): 3 clusters
  Score: Raw -2334010.068375 + Penalty 3254.957068 = -2330755.111308
  nChanged 68
		SP:Iteration 27Q (109826.990000 sec): 3 clusters
  Score: Raw -2334042.650744 + Penalty 3254.957068 = -2330787.693676
  nChanged 63
		SP:Iteration 28Q (109827.240000 sec): 3 clusters
  Score: Raw -2334071.416292 + Penalty 3254.957068 = -2330816.459224
  nChanged 60
		SP:Iteration 29Q (109827.560000 sec): 3 clusters
  Score: Raw -2334094.306785 + Penalty 3254.957068 = -2330839.349717
  nChanged 38
		SP:Iteration 30Q (109827.810000 sec): 3 clusters
  Score: Raw -2334110.564717 + Penalty 3254.957068 = -2330855.607650
  nChanged 39
		SP:Iteration 31Q (109828.110000 sec): 3 clusters
  Score: Raw -2334125.230934 + Penalty 3254.957068 = -2330870.273866
  nChanged 36
		SP:Iteration 32Q (109828.330000 sec): 3 clusters
  Score: Raw -2334138.619108 + Penalty 3254.957068 = -2330883.662040
  nChanged 28
		SP:Iteration 33Q (109828.620000 sec): 3 clusters
  Score: Raw -2334147.867260 + Penalty 3254.957068 = -2330892.910192
  nChanged 23
		SP:Iteration 34Q (109828.880000 sec): 3 clusters
  Score: Raw -2334157.810726 + Penalty 3254.957068 = -2330902.853659
  nChanged 25
		SP:Iteration 35Q (109829.150000 sec): 3 clusters
  Score: Raw -2334167.564529 + Penalty 3254.957068 = -2330912.607461
  nChanged 17
		SP:Iteration 36Q (109829.450000 sec): 3 clusters
  Score: Raw -2334173.983046 + Penalty 3254.957068 = -2330919.025978
  nChanged 10
		SP:Iteration 37Q (109829.750000 sec): 3 clusters
  Score: Raw -2334177.291580 + Penalty 3254.957068 = -2330922.334512
  nChanged 7
		SP:Iteration 38Q (109830.070000 sec): 3 clusters
  Score: Raw -2334179.471795 + Penalty 3254.957068 = -2330924.514727
  nChanged 9
		SP:Iteration 39Q (109830.390000 sec): 3 clusters
  Score: Raw -2334181.942265 + Penalty 3254.957068 = -2330926.985197
  nChanged 8
		SP:Iteration 40F (109830.630000 sec): 3 clusters
  Score: Raw -2334184.183668 + Penalty 3254.957068 = -2330929.226600
  nChanged 4
		SP:Iteration 41Q (109830.970000 sec): 3 clusters
  Score: Raw -2334185.596052 + Penalty 3254.957068 = -2330930.638984
  nChanged 5
		SP:Iteration 42Q (109831.260000 sec): 3 clusters
  Score: Raw -2334187.293159 + Penalty 3254.957068 = -2330932.336091
  nChanged 7
		SP:Iteration 43Q (109831.570000 sec): 3 clusters
  Score: Raw -2334188.888958 + Penalty 3254.957068 = -2330933.931890
  nChanged 5
		SP:Iteration 44Q (109831.860000 sec): 3 clusters
  Score: Raw -2334190.375900 + Penalty 3254.957068 = -2330935.418832
  nChanged 2
		SP:Iteration 45Q (109832.120000 sec): 3 clusters
  Score: Raw -2334190.796305 + Penalty 3254.957068 = -2330935.839237
  nChanged 1
		SP:Iteration 46Q (109832.430000 sec): 3 clusters
  Score: Raw -2334191.142840 + Penalty 3254.957068 = -2330936.185772
  nChanged 1
		SP:Iteration 47Q (109832.750000 sec): 3 clusters
  Score: Raw -2334191.255617 + Penalty 3254.957068 = -2330936.298549
  nChanged 0
		SP:Iteration 48F (109833.000000 sec): 3 clusters
  Score: Raw -2334191.255617 + Penalty 3254.957068 = -2330936.298549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109833.130000 sec): 2 clusters
  Score: Raw -21506.697748 + Penalty 888.559773 = -20618.137975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109833.320000 sec): 3 clusters
  Score: Raw -21621.250383 + Penalty 1777.119546 = -19844.130837
  nChanged 45
		SP:Iteration 1F (109833.510000 sec): 3 clusters
  Score: Raw -21734.790672 + Penalty 1777.119546 = -19957.671126
  nChanged 8
		SP:Iteration 2Q (109833.720000 sec): 3 clusters
  Score: Raw -21757.440308 + Penalty 1777.119546 = -19980.320762
  nChanged 4
		SP:Iteration 3Q (109833.960000 sec): 3 clusters
  Score: Raw -21766.353390 + Penalty 1777.119546 = -19989.233844
  nChanged 0
		SP:Iteration 4F (109834.140000 sec): 3 clusters
  Score: Raw -21766.353390 + Penalty 1777.119546 = -19989.233844
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109834.410000 sec): 2 clusters
  Score: Raw -3874753.435821 + Penalty 1699.905705 = -3873053.530116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109834.770000 sec): 3 clusters
  Score: Raw -3853047.914068 + Penalty 3399.811410 = -3849648.102658
  nChanged 16163
		SP:Iteration 1F (109835.130000 sec): 3 clusters
  Score: Raw -3862336.409004 + Penalty 3399.811410 = -3858936.597595
  nChanged 1539
		SP:Iteration 2Q (109835.530000 sec): 3 clusters
  Score: Raw -3862849.722686 + Penalty 3399.811410 = -3859449.911277
  nChanged 1456
		SP:Iteration 3Q (109835.910000 sec): 3 clusters
  Score: Raw -3863381.693387 + Penalty 3399.811410 = -3859981.881977
  nChanged 1537
		SP:Iteration 4Q (109836.330000 sec): 3 clusters
  Score: Raw -3864019.696045 + Penalty 3399.811410 = -3860619.884635
  nChanged 1652
		SP:Iteration 5Q (109836.640000 sec): 3 clusters
  Score: Raw -3864813.339033 + Penalty 3399.811410 = -3861413.527624
  nChanged 1783
		SP:Iteration 6F (109837.060000 sec): 3 clusters
  Score: Raw -3865802.877700 + Penalty 3399.811410 = -3862403.066291
  nChanged 1848
		SP:Iteration 7F (109837.420000 sec): 3 clusters
  Score: Raw -3867030.831150 + Penalty 3399.811410 = -3863631.019740
  nChanged 1866
		SP:Iteration 8F (109837.810000 sec): 3 clusters
  Score: Raw -3868420.593100 + Penalty 3399.811410 = -3865020.781691
  nChanged 1708
		SP:Iteration 9Q (109838.190000 sec): 3 clusters
  Score: Raw -3869779.783421 + Penalty 3399.811410 = -3866379.972011
  nChanged 1488
		SP:Iteration 10Q (109838.540000 sec): 3 clusters
  Score: Raw -3870840.479884 + Penalty 3399.811410 = -3867440.668474
  nChanged 1117
		SP:Iteration 11Q (109838.870000 sec): 3 clusters
  Score: Raw -3871532.091285 + Penalty 3399.811410 = -3868132.279876
  nChanged 837
		SP:Iteration 12Q (109839.180000 sec): 3 clusters
  Score: Raw -3872033.361544 + Penalty 3399.811410 = -3868633.550134
  nChanged 653
		SP:Iteration 13Q (109839.500000 sec): 3 clusters
  Score: Raw -3872435.454631 + Penalty 3399.811410 = -3869035.643222
  nChanged 591
		SP:Iteration 14Q (109839.850000 sec): 3 clusters
  Score: Raw -3872821.631108 + Penalty 3399.811410 = -3869421.819698
  nChanged 544
		SP:Iteration 15Q (109840.120000 sec): 3 clusters
  Score: Raw -3873190.472062 + Penalty 3399.811410 = -3869790.660653
  nChanged 481
		SP:Iteration 16Q (109840.460000 sec): 3 clusters
  Score: Raw -3873523.758777 + Penalty 3399.811410 = -3870123.947367
  nChanged 393
		SP:Iteration 17Q (109840.830000 sec): 3 clusters
  Score: Raw -3873773.420933 + Penalty 3399.811410 = -3870373.609523
  nChanged 313
		SP:Iteration 18Q (109841.190000 sec): 3 clusters
  Score: Raw -3873947.666787 + Penalty 3399.811410 = -3870547.855377
  nChanged 283
		SP:Iteration 19Q (109841.540000 sec): 3 clusters
  Score: Raw -3874093.429471 + Penalty 3399.811410 = -3870693.618061
  nChanged 259
		SP:Iteration 20F (109841.860000 sec): 3 clusters
  Score: Raw -3874222.050762 + Penalty 3399.811410 = -3870822.239352
  nChanged 221
		SP:Iteration 21Q (109842.260000 sec): 3 clusters
  Score: Raw -3874332.060536 + Penalty 3399.811410 = -3870932.249126
  nChanged 200
		SP:Iteration 22Q (109842.600000 sec): 3 clusters
  Score: Raw -3874431.374494 + Penalty 3399.811410 = -3871031.563084
  nChanged 167
		SP:Iteration 23Q (109842.900000 sec): 3 clusters
  Score: Raw -3874513.667529 + Penalty 3399.811410 = -3871113.856119
  nChanged 143
		SP:Iteration 24Q (109843.260000 sec): 3 clusters
  Score: Raw -3874570.071248 + Penalty 3399.811410 = -3871170.259838
  nChanged 116
		SP:Iteration 25Q (109843.620000 sec): 3 clusters
  Score: Raw -3874613.968282 + Penalty 3399.811410 = -3871214.156873
  nChanged 96
		SP:Iteration 26Q (109843.990000 sec): 3 clusters
  Score: Raw -3874651.665523 + Penalty 3399.811410 = -3871251.854113
  nChanged 104
		SP:Iteration 27Q (109844.350000 sec): 3 clusters
  Score: Raw -3874694.007766 + Penalty 3399.811410 = -3871294.196356
  nChanged 86
		SP:Iteration 28Q (109844.680000 sec): 3 clusters
  Score: Raw -3874727.236359 + Penalty 3399.811410 = -3871327.424949
  nChanged 54
		SP:Iteration 29Q (109845.040000 sec): 3 clusters
  Score: Raw -3874744.614190 + Penalty 3399.811410 = -3871344.802780
  nChanged 46
		SP:Iteration 30Q (109845.360000 sec): 3 clusters
  Score: Raw -3874759.785483 + Penalty 3399.811410 = -3871359.974073
  nChanged 48
		SP:Iteration 31Q (109845.700000 sec): 3 clusters
  Score: Raw -3874775.281592 + Penalty 3399.811410 = -3871375.470183
  nChanged 46
		SP:Iteration 32Q (109846.010000 sec): 3 clusters
  Score: Raw -3874789.101795 + Penalty 3399.811410 = -3871389.290385
  nChanged 31
		SP:Iteration 33Q (109846.390000 sec): 3 clusters
  Score: Raw -3874800.903960 + Penalty 3399.811410 = -3871401.092550
  nChanged 28
		SP:Iteration 34Q (109846.700000 sec): 3 clusters
  Score: Raw -3874809.554087 + Penalty 3399.811410 = -3871409.742677
  nChanged 29
		SP:Iteration 35Q (109847.090000 sec): 3 clusters
  Score: Raw -3874819.525407 + Penalty 3399.811410 = -3871419.713997
  nChanged 23
		SP:Iteration 36Q (109847.420000 sec): 3 clusters
  Score: Raw -3874826.514736 + Penalty 3399.811410 = -3871426.703326
  nChanged 23
		SP:Iteration 37Q (109847.740000 sec): 3 clusters
  Score: Raw -3874835.675940 + Penalty 3399.811410 = -3871435.864530
  nChanged 26
		SP:Iteration 38Q (109848.130000 sec): 3 clusters
  Score: Raw -3874846.861806 + Penalty 3399.811410 = -3871447.050396
  nChanged 20
		SP:Iteration 39Q (109848.440000 sec): 3 clusters
  Score: Raw -3874854.239566 + Penalty 3399.811410 = -3871454.428156
  nChanged 14
		SP:Iteration 40F (109848.800000 sec): 3 clusters
  Score: Raw -3874858.410927 + Penalty 3399.811410 = -3871458.599517
  nChanged 10
		SP:Iteration 41Q (109849.080000 sec): 3 clusters
  Score: Raw -3874861.807636 + Penalty 3399.811410 = -3871461.996226
  nChanged 12
		SP:Iteration 42Q (109849.420000 sec): 3 clusters
  Score: Raw -3874866.065036 + Penalty 3399.811410 = -3871466.253626
  nChanged 16
		SP:Iteration 43Q (109849.760000 sec): 3 clusters
  Score: Raw -3874871.068200 + Penalty 3399.811410 = -3871471.256790
  nChanged 9
		SP:Iteration 44Q (109850.110000 sec): 3 clusters
  Score: Raw -3874874.967941 + Penalty 3399.811410 = -3871475.156531
  nChanged 10
		SP:Iteration 45Q (109850.460000 sec): 3 clusters
  Score: Raw -3874877.865071 + Penalty 3399.811410 = -3871478.053661
  nChanged 11
		SP:Iteration 46Q (109850.800000 sec): 3 clusters
  Score: Raw -3874881.497147 + Penalty 3399.811410 = -3871481.685737
  nChanged 11
		SP:Iteration 47Q (109851.140000 sec): 3 clusters
  Score: Raw -3874885.073200 + Penalty 3399.811410 = -3871485.261790
  nChanged 10
		SP:Iteration 48Q (109851.480000 sec): 3 clusters
  Score: Raw -3874887.959499 + Penalty 3399.811410 = -3871488.148089
  nChanged 9
		SP:Iteration 49Q (109851.840000 sec): 3 clusters
  Score: Raw -3874891.074484 + Penalty 3399.811410 = -3871491.263074
  nChanged 6
		SP:Iteration 50Q (109852.180000 sec): 3 clusters
  Score: Raw -3874893.070089 + Penalty 3399.811410 = -3871493.258679
  nChanged 8
		SP:Iteration 51Q (109852.480000 sec): 3 clusters
  Score: Raw -3874895.506357 + Penalty 3399.811410 = -3871495.694947
  nChanged 3
		SP:Iteration 52Q (109852.810000 sec): 3 clusters
  Score: Raw -3874896.720004 + Penalty 3399.811410 = -3871496.908594
  nChanged 5
		SP:Iteration 53Q (109853.090000 sec): 3 clusters
  Score: Raw -3874898.535727 + Penalty 3399.811410 = -3871498.724318
  nChanged 5
		SP:Iteration 54Q (109853.410000 sec): 3 clusters
  Score: Raw -3874900.161956 + Penalty 3399.811410 = -3871500.350546
  nChanged 6
		SP:Iteration 55Q (109853.720000 sec): 3 clusters
  Score: Raw -3874902.605057 + Penalty 3399.811410 = -3871502.793647
  nChanged 7
		SP:Iteration 56Q (109854.040000 sec): 3 clusters
  Score: Raw -3874904.925609 + Penalty 3399.811410 = -3871505.114199
  nChanged 9
		SP:Iteration 57Q (109854.340000 sec): 3 clusters
  Score: Raw -3874908.166127 + Penalty 3399.811410 = -3871508.354717
  nChanged 4
		SP:Iteration 58Q (109854.680000 sec): 3 clusters
  Score: Raw -3874909.343365 + Penalty 3399.811410 = -3871509.531955
  nChanged 3
		SP:Iteration 59Q (109854.980000 sec): 3 clusters
  Score: Raw -3874910.124622 + Penalty 3399.811410 = -3871510.313213
  nChanged 2
		SP:Iteration 60F (109855.340000 sec): 3 clusters
  Score: Raw -3874911.036336 + Penalty 3399.811410 = -3871511.224926
  nChanged 2
		SP:Iteration 61Q (109855.600000 sec): 3 clusters
  Score: Raw -3874911.624521 + Penalty 3399.811410 = -3871511.813111
  nChanged 2
		SP:Iteration 62Q (109855.950000 sec): 3 clusters
  Score: Raw -3874912.658916 + Penalty 3399.811410 = -3871512.847506
  nChanged 3
		SP:Iteration 63Q (109856.230000 sec): 3 clusters
  Score: Raw -3874913.578998 + Penalty 3399.811410 = -3871513.767588
  nChanged 2
		SP:Iteration 64Q (109856.500000 sec): 3 clusters
  Score: Raw -3874914.260805 + Penalty 3399.811410 = -3871514.449395
  nChanged 1
		SP:Iteration 65Q (109856.810000 sec): 3 clusters
  Score: Raw -3874914.488644 + Penalty 3399.811410 = -3871514.677234
  nChanged 1
		SP:Iteration 66Q (109857.130000 sec): 3 clusters
  Score: Raw -3874914.976640 + Penalty 3399.811410 = -3871515.165231
  nChanged 3
		SP:Iteration 67Q (109857.450000 sec): 3 clusters
  Score: Raw -3874915.695983 + Penalty 3399.811410 = -3871515.884574
  nChanged 1
		SP:Iteration 68Q (109857.830000 sec): 3 clusters
  Score: Raw -3874916.010505 + Penalty 3399.811410 = -3871516.199095
  nChanged 0
		SP:Iteration 69F (109858.150000 sec): 3 clusters
  Score: Raw -3874916.010505 + Penalty 3399.811410 = -3871516.199095
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109858.310000 sec): 2 clusters
  Score: Raw -1065332.688898 + Penalty 1513.507003 = -1063819.181895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109858.560000 sec): 3 clusters
  Score: Raw -1058944.794176 + Penalty 3027.014005 = -1055917.780171
  nChanged 4873
		SP:Iteration 1F (109858.790000 sec): 3 clusters
  Score: Raw -1062029.305599 + Penalty 3027.014005 = -1059002.291594
  nChanged 882
		SP:Iteration 2F (109859.060000 sec): 3 clusters
  Score: Raw -1062612.313529 + Penalty 3027.014005 = -1059585.299523
  nChanged 792
		SP:Iteration 3F (109859.270000 sec): 3 clusters
  Score: Raw -1063144.580337 + Penalty 3027.014005 = -1060117.566331
  nChanged 740
		SP:Iteration 4F (109859.490000 sec): 3 clusters
  Score: Raw -1063637.817742 + Penalty 3027.014005 = -1060610.803737
  nChanged 635
		SP:Iteration 5F (109859.730000 sec): 3 clusters
  Score: Raw -1064068.930548 + Penalty 3027.014005 = -1061041.916542
  nChanged 549
		SP:Iteration 6Q (109859.970000 sec): 3 clusters
  Score: Raw -1064458.928569 + Penalty 3027.014005 = -1061431.914563
  nChanged 512
		SP:Iteration 7Q (109860.200000 sec): 3 clusters
  Score: Raw -1064782.959528 + Penalty 3027.014005 = -1061755.945523
  nChanged 408
		SP:Iteration 8Q (109860.480000 sec): 3 clusters
  Score: Raw -1065054.749194 + Penalty 3027.014005 = -1062027.735188
  nChanged 346
		SP:Iteration 9Q (109860.730000 sec): 3 clusters
  Score: Raw -1065236.972331 + Penalty 3027.014005 = -1062209.958326
  nChanged 266
		SP:Iteration 10Q (109860.990000 sec): 3 clusters
  Score: Raw -1065340.318811 + Penalty 3027.014005 = -1062313.304806
  nChanged 183
		SP:Iteration 11Q (109861.240000 sec): 3 clusters
  Score: Raw -1065394.913266 + Penalty 3027.014005 = -1062367.899261
  nChanged 128
		SP:Iteration 12Q (109861.490000 sec): 3 clusters
  Score: Raw -1065431.424515 + Penalty 3027.014005 = -1062404.410510
  nChanged 117
		SP:Iteration 13Q (109861.760000 sec): 3 clusters
  Score: Raw -1065463.930376 + Penalty 3027.014005 = -1062436.916370
  nChanged 109
		SP:Iteration 14Q (109862.030000 sec): 3 clusters
  Score: Raw -1065489.921349 + Penalty 3027.014005 = -1062462.907343
  nChanged 74
		SP:Iteration 15Q (109862.270000 sec): 3 clusters
  Score: Raw -1065505.858627 + Penalty 3027.014005 = -1062478.844622
  nChanged 69
		SP:Iteration 16Q (109862.530000 sec): 3 clusters
  Score: Raw -1065521.977042 + Penalty 3027.014005 = -1062494.963037
  nChanged 68
		SP:Iteration 17Q (109862.850000 sec): 3 clusters
  Score: Raw -1065536.678937 + Penalty 3027.014005 = -1062509.664931
  nChanged 55
		SP:Iteration 18Q (109863.140000 sec): 3 clusters
  Score: Raw -1065545.969453 + Penalty 3027.014005 = -1062518.955448
  nChanged 47
		SP:Iteration 19Q (109863.400000 sec): 3 clusters
  Score: Raw -1065554.585199 + Penalty 3027.014005 = -1062527.571193
  nChanged 39
		SP:Iteration 20F (109863.620000 sec): 3 clusters
  Score: Raw -1065561.276985 + Penalty 3027.014005 = -1062534.262979
  nChanged 35
		SP:Iteration 21Q (109863.830000 sec): 3 clusters
  Score: Raw -1065567.415010 + Penalty 3027.014005 = -1062540.401004
  nChanged 30
		SP:Iteration 22Q (109864.090000 sec): 3 clusters
  Score: Raw -1065571.465490 + Penalty 3027.014005 = -1062544.451485
  nChanged 35
		SP:Iteration 23Q (109864.350000 sec): 3 clusters
  Score: Raw -1065576.140242 + Penalty 3027.014005 = -1062549.126237
  nChanged 33
		SP:Iteration 24Q (109864.570000 sec): 3 clusters
  Score: Raw -1065580.229739 + Penalty 3027.014005 = -1062553.215733
  nChanged 33
		SP:Iteration 25Q (109864.780000 sec): 3 clusters
  Score: Raw -1065585.396342 + Penalty 3027.014005 = -1062558.382336
  nChanged 40
		SP:Iteration 26Q (109865.080000 sec): 3 clusters
  Score: Raw -1065591.659364 + Penalty 3027.014005 = -1062564.645359
  nChanged 34
		SP:Iteration 27Q (109865.320000 sec): 3 clusters
  Score: Raw -1065597.007338 + Penalty 3027.014005 = -1062569.993332
  nChanged 37
		SP:Iteration 28Q (109865.560000 sec): 3 clusters
  Score: Raw -1065602.734568 + Penalty 3027.014005 = -1062575.720562
  nChanged 31
		SP:Iteration 29Q (109865.740000 sec): 3 clusters
  Score: Raw -1065607.375234 + Penalty 3027.014005 = -1062580.361228
  nChanged 28
		SP:Iteration 30Q (109865.980000 sec): 3 clusters
  Score: Raw -1065611.699388 + Penalty 3027.014005 = -1062584.685382
  nChanged 33
		SP:Iteration 31Q (109866.240000 sec): 3 clusters
  Score: Raw -1065617.060849 + Penalty 3027.014005 = -1062590.046844
  nChanged 37
		SP:Iteration 32Q (109866.450000 sec): 3 clusters
  Score: Raw -1065621.977057 + Penalty 3027.014005 = -1062594.963052
  nChanged 32
		SP:Iteration 33Q (109866.680000 sec): 3 clusters
  Score: Raw -1065625.805091 + Penalty 3027.014005 = -1062598.791085
  nChanged 28
		SP:Iteration 34Q (109866.860000 sec): 3 clusters
  Score: Raw -1065629.475023 + Penalty 3027.014005 = -1062602.461018
  nChanged 18
		SP:Iteration 35Q (109867.070000 sec): 3 clusters
  Score: Raw -1065631.926631 + Penalty 3027.014005 = -1062604.912626
  nChanged 12
		SP:Iteration 36Q (109867.280000 sec): 3 clusters
  Score: Raw -1065633.081075 + Penalty 3027.014005 = -1062606.067069
  nChanged 12
		SP:Iteration 37Q (109867.500000 sec): 3 clusters
  Score: Raw -1065634.146521 + Penalty 3027.014005 = -1062607.132516
  nChanged 5
		SP:Iteration 38Q (109867.740000 sec): 3 clusters
  Score: Raw -1065634.626031 + Penalty 3027.014005 = -1062607.612025
  nChanged 8
		SP:Iteration 39Q (109867.960000 sec): 3 clusters
  Score: Raw -1065635.263602 + Penalty 3027.014005 = -1062608.249597
  nChanged 12
		SP:Iteration 40F (109868.180000 sec): 3 clusters
  Score: Raw -1065636.785493 + Penalty 3027.014005 = -1062609.771488
  nChanged 20
		SP:Iteration 41Q (109868.440000 sec): 3 clusters
  Score: Raw -1065638.872829 + Penalty 3027.014005 = -1062611.858823
  nChanged 20
		SP:Iteration 42Q (109868.670000 sec): 3 clusters
  Score: Raw -1065641.745514 + Penalty 3027.014005 = -1062614.731508
  nChanged 27
		SP:Iteration 43Q (109868.940000 sec): 3 clusters
  Score: Raw -1065645.949594 + Penalty 3027.014005 = -1062618.935589
  nChanged 30
		SP:Iteration 44Q (109869.210000 sec): 3 clusters
  Score: Raw -1065650.031785 + Penalty 3027.014005 = -1062623.017780
  nChanged 27
		SP:Iteration 45Q (109869.450000 sec): 3 clusters
  Score: Raw -1065653.794039 + Penalty 3027.014005 = -1062626.780034
  nChanged 27
		SP:Iteration 46Q (109869.690000 sec): 3 clusters
  Score: Raw -1065657.014010 + Penalty 3027.014005 = -1062630.000004
  nChanged 18
		SP:Iteration 47Q (109869.930000 sec): 3 clusters
  Score: Raw -1065658.957558 + Penalty 3027.014005 = -1062631.943552
  nChanged 20
		SP:Iteration 48Q (109870.170000 sec): 3 clusters
  Score: Raw -1065662.197890 + Penalty 3027.014005 = -1062635.183884
  nChanged 28
		SP:Iteration 49Q (109870.380000 sec): 3 clusters
  Score: Raw -1065667.196276 + Penalty 3027.014005 = -1062640.182271
  nChanged 34
		SP:Iteration 50Q (109870.620000 sec): 3 clusters
  Score: Raw -1065672.823460 + Penalty 3027.014005 = -1062645.809455
  nChanged 39
		SP:Iteration 51Q (109870.880000 sec): 3 clusters
  Score: Raw -1065681.510900 + Penalty 3027.014005 = -1062654.496894
  nChanged 45
		SP:Iteration 52Q (109871.140000 sec): 3 clusters
  Score: Raw -1065690.433506 + Penalty 3027.014005 = -1062663.419500
  nChanged 52
		SP:Iteration 53Q (109871.390000 sec): 3 clusters
  Score: Raw -1065699.682815 + Penalty 3027.014005 = -1062672.668809
  nChanged 44
		SP:Iteration 54Q (109871.680000 sec): 3 clusters
  Score: Raw -1065707.142855 + Penalty 3027.014005 = -1062680.128850
  nChanged 47
		SP:Iteration 55Q (109871.940000 sec): 3 clusters
  Score: Raw -1065716.734793 + Penalty 3027.014005 = -1062689.720788
  nChanged 54
		SP:Iteration 56Q (109872.160000 sec): 3 clusters
  Score: Raw -1065727.783695 + Penalty 3027.014005 = -1062700.769689
  nChanged 57
		SP:Iteration 57Q (109872.440000 sec): 3 clusters
  Score: Raw -1065740.872841 + Penalty 3027.014005 = -1062713.858836
  nChanged 49
		SP:Iteration 58Q (109872.610000 sec): 3 clusters
  Score: Raw -1065748.394784 + Penalty 3027.014005 = -1062721.380778
  nChanged 31
		SP:Iteration 59Q (109872.850000 sec): 3 clusters
  Score: Raw -1065752.431931 + Penalty 3027.014005 = -1062725.417925
  nChanged 26
		SP:Iteration 60F (109873.100000 sec): 3 clusters
  Score: Raw -1065756.480733 + Penalty 3027.014005 = -1062729.466728
  nChanged 19
		SP:Iteration 61Q (109873.320000 sec): 3 clusters
  Score: Raw -1065758.839778 + Penalty 3027.014005 = -1062731.825772
  nChanged 8
		SP:Iteration 62Q (109873.570000 sec): 3 clusters
  Score: Raw -1065759.616621 + Penalty 3027.014005 = -1062732.602616
  nChanged 10
		SP:Iteration 63Q (109873.830000 sec): 3 clusters
  Score: Raw -1065760.479938 + Penalty 3027.014005 = -1062733.465933
  nChanged 11
		SP:Iteration 64Q (109874.050000 sec): 3 clusters
  Score: Raw -1065761.988358 + Penalty 3027.014005 = -1062734.974353
  nChanged 11
		SP:Iteration 65Q (109874.290000 sec): 3 clusters
  Score: Raw -1065762.932141 + Penalty 3027.014005 = -1062735.918136
  nChanged 9
		SP:Iteration 66Q (109874.550000 sec): 3 clusters
  Score: Raw -1065764.322389 + Penalty 3027.014005 = -1062737.308384
  nChanged 12
		SP:Iteration 67Q (109874.780000 sec): 3 clusters
  Score: Raw -1065765.386964 + Penalty 3027.014005 = -1062738.372959
  nChanged 7
		SP:Iteration 68Q (109874.980000 sec): 3 clusters
  Score: Raw -1065766.031047 + Penalty 3027.014005 = -1062739.017042
  nChanged 4
		SP:Iteration 69Q (109875.260000 sec): 3 clusters
  Score: Raw -1065766.318502 + Penalty 3027.014005 = -1062739.304497
  nChanged 4
		SP:Iteration 70Q (109875.480000 sec): 3 clusters
  Score: Raw -1065767.159531 + Penalty 3027.014005 = -1062740.145526
  nChanged 10
		SP:Iteration 71Q (109875.710000 sec): 3 clusters
  Score: Raw -1065768.101191 + Penalty 3027.014005 = -1062741.087186
  nChanged 8
		SP:Iteration 72Q (109875.950000 sec): 3 clusters
  Score: Raw -1065769.102285 + Penalty 3027.014005 = -1062742.088279
  nChanged 7
		SP:Iteration 73Q (109876.180000 sec): 3 clusters
  Score: Raw -1065769.767641 + Penalty 3027.014005 = -1062742.753635
  nChanged 6
		SP:Iteration 74Q (109876.460000 sec): 3 clusters
  Score: Raw -1065770.247303 + Penalty 3027.014005 = -1062743.233298
  nChanged 8
		SP:Iteration 75Q (109876.680000 sec): 3 clusters
  Score: Raw -1065770.957241 + Penalty 3027.014005 = -1062743.943236
  nChanged 8
		SP:Iteration 76Q (109876.910000 sec): 3 clusters
  Score: Raw -1065771.916156 + Penalty 3027.014005 = -1062744.902150
  nChanged 8
		SP:Iteration 77Q (109877.150000 sec): 3 clusters
  Score: Raw -1065772.832200 + Penalty 3027.014005 = -1062745.818195
  nChanged 9
		SP:Iteration 78Q (109877.420000 sec): 3 clusters
  Score: Raw -1065773.664921 + Penalty 3027.014005 = -1062746.650916
  nChanged 4
		SP:Iteration 79Q (109877.670000 sec): 3 clusters
  Score: Raw -1065773.852958 + Penalty 3027.014005 = -1062746.838953
  nChanged 0
		SP:Iteration 80F (109877.910000 sec): 3 clusters
  Score: Raw -1065773.852958 + Penalty 3027.014005 = -1062746.838953
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20022 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109878.050000 sec): 2 clusters
  Score: Raw -2067341.743155 + Penalty 1609.495379 = -2065732.247776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109878.400000 sec): 3 clusters
  Score: Raw -2055281.667520 + Penalty 3218.990758 = -2052062.676762
  nChanged 9005
		SP:Iteration 1F (109878.740000 sec): 3 clusters
  Score: Raw -2060355.498291 + Penalty 3218.990758 = -2057136.507533
  nChanged 1256
		SP:Iteration 2F (109879.020000 sec): 3 clusters
  Score: Raw -2060959.574561 + Penalty 3218.990758 = -2057740.583803
  nChanged 1314
		SP:Iteration 3F (109879.300000 sec): 3 clusters
  Score: Raw -2061690.936421 + Penalty 3218.990758 = -2058471.945663
  nChanged 1332
		SP:Iteration 4F (109879.640000 sec): 3 clusters
  Score: Raw -2062470.037688 + Penalty 3218.990758 = -2059251.046929
  nChanged 1250
		SP:Iteration 5F (109879.900000 sec): 3 clusters
  Score: Raw -2063156.738036 + Penalty 3218.990758 = -2059937.747278
  nChanged 1065
		SP:Iteration 6F (109880.220000 sec): 3 clusters
  Score: Raw -2063720.884479 + Penalty 3218.990758 = -2060501.893721
  nChanged 915
		SP:Iteration 7Q (109880.510000 sec): 3 clusters
  Score: Raw -2064191.843533 + Penalty 3218.990758 = -2060972.852775
  nChanged 789
		SP:Iteration 8Q (109880.780000 sec): 3 clusters
  Score: Raw -2064674.632448 + Penalty 3218.990758 = -2061455.641690
  nChanged 750
		SP:Iteration 9Q (109881.100000 sec): 3 clusters
  Score: Raw -2065186.022491 + Penalty 3218.990758 = -2061967.031733
  nChanged 711
		SP:Iteration 10Q (109881.320000 sec): 3 clusters
  Score: Raw -2065720.386589 + Penalty 3218.990758 = -2062501.395830
  nChanged 688
		SP:Iteration 11Q (109881.610000 sec): 3 clusters
  Score: Raw -2066275.353627 + Penalty 3218.990758 = -2063056.362869
  nChanged 677
		SP:Iteration 12Q (109881.870000 sec): 3 clusters
  Score: Raw -2066790.685136 + Penalty 3218.990758 = -2063571.694378
  nChanged 559
		SP:Iteration 13Q (109882.170000 sec): 3 clusters
  Score: Raw -2067183.165993 + Penalty 3218.990758 = -2063964.175235
  nChanged 470
		SP:Iteration 14Q (109882.450000 sec): 3 clusters
  Score: Raw -2067476.034624 + Penalty 3218.990758 = -2064257.043866
  nChanged 405
		SP:Iteration 15Q (109882.700000 sec): 3 clusters
  Score: Raw -2067704.229803 + Penalty 3218.990758 = -2064485.239045
  nChanged 344
		SP:Iteration 16Q (109882.930000 sec): 3 clusters
  Score: Raw -2067902.898106 + Penalty 3218.990758 = -2064683.907348
  nChanged 319
		SP:Iteration 17Q (109883.200000 sec): 3 clusters
  Score: Raw -2068062.956409 + Penalty 3218.990758 = -2064843.965651
  nChanged 281
		SP:Iteration 18Q (109883.450000 sec): 3 clusters
  Score: Raw -2068189.258075 + Penalty 3218.990758 = -2064970.267317
  nChanged 213
		SP:Iteration 19Q (109883.720000 sec): 3 clusters
  Score: Raw -2068271.215625 + Penalty 3218.990758 = -2065052.224867
  nChanged 197
		SP:Iteration 20F (109883.980000 sec): 3 clusters
  Score: Raw -2068333.691225 + Penalty 3218.990758 = -2065114.700467
  nChanged 144
		SP:Iteration 21Q (109884.280000 sec): 3 clusters
  Score: Raw -2068371.529836 + Penalty 3218.990758 = -2065152.539078
  nChanged 101
		SP:Iteration 22Q (109884.550000 sec): 3 clusters
  Score: Raw -2068393.226909 + Penalty 3218.990758 = -2065174.236151
  nChanged 79
		SP:Iteration 23Q (109884.810000 sec): 3 clusters
  Score: Raw -2068408.216936 + Penalty 3218.990758 = -2065189.226178
  nChanged 67
		SP:Iteration 24Q (109885.130000 sec): 3 clusters
  Score: Raw -2068419.808139 + Penalty 3218.990758 = -2065200.817381
  nChanged 53
		SP:Iteration 25Q (109885.390000 sec): 3 clusters
  Score: Raw -2068427.351823 + Penalty 3218.990758 = -2065208.361064
  nChanged 40
		SP:Iteration 26Q (109885.680000 sec): 3 clusters
  Score: Raw -2068432.346495 + Penalty 3218.990758 = -2065213.355737
  nChanged 23
		SP:Iteration 27Q (109885.940000 sec): 3 clusters
  Score: Raw -2068434.544966 + Penalty 3218.990758 = -2065215.554208
  nChanged 18
		SP:Iteration 28Q (109886.230000 sec): 3 clusters
  Score: Raw -2068436.036260 + Penalty 3218.990758 = -2065217.045502
  nChanged 15
		SP:Iteration 29Q (109886.560000 sec): 3 clusters
  Score: Raw -2068437.000101 + Penalty 3218.990758 = -2065218.009343
  nChanged 12
		SP:Iteration 30Q (109886.830000 sec): 3 clusters
  Score: Raw -2068438.192708 + Penalty 3218.990758 = -2065219.201950
  nChanged 15
		SP:Iteration 31Q (109887.140000 sec): 3 clusters
  Score: Raw -2068439.521560 + Penalty 3218.990758 = -2065220.530801
  nChanged 11
		SP:Iteration 32Q (109887.440000 sec): 3 clusters
  Score: Raw -2068440.594273 + Penalty 3218.990758 = -2065221.603515
  nChanged 11
		SP:Iteration 33Q (109887.740000 sec): 3 clusters
  Score: Raw -2068441.516386 + Penalty 3218.990758 = -2065222.525628
  nChanged 9
		SP:Iteration 34Q (109888.080000 sec): 3 clusters
  Score: Raw -2068442.252829 + Penalty 3218.990758 = -2065223.262071
  nChanged 9
		SP:Iteration 35Q (109888.400000 sec): 3 clusters
  Score: Raw -2068443.206712 + Penalty 3218.990758 = -2065224.215954
  nChanged 10
		SP:Iteration 36Q (109888.740000 sec): 3 clusters
  Score: Raw -2068444.046142 + Penalty 3218.990758 = -2065225.055384
  nChanged 12
		SP:Iteration 37Q (109888.970000 sec): 3 clusters
  Score: Raw -2068445.210026 + Penalty 3218.990758 = -2065226.219268
  nChanged 10
		SP:Iteration 38Q (109889.240000 sec): 3 clusters
  Score: Raw -2068446.020050 + Penalty 3218.990758 = -2065227.029292
  nChanged 8
		SP:Iteration 39Q (109889.480000 sec): 3 clusters
  Score: Raw -2068446.422840 + Penalty 3218.990758 = -2065227.432082
  nChanged 4
		SP:Iteration 40F (109889.780000 sec): 3 clusters
  Score: Raw -2068446.607965 + Penalty 3218.990758 = -2065227.617207
  nChanged 4
		SP:Iteration 41Q (109890.010000 sec): 3 clusters
  Score: Raw -2068446.882849 + Penalty 3218.990758 = -2065227.892091
  nChanged 5
		SP:Iteration 42Q (109890.330000 sec): 3 clusters
  Score: Raw -2068447.250972 + Penalty 3218.990758 = -2065228.260214
  nChanged 4
		SP:Iteration 43Q (109890.610000 sec): 3 clusters
  Score: Raw -2068447.506301 + Penalty 3218.990758 = -2065228.515543
  nChanged 1
		SP:Iteration 44Q (109890.880000 sec): 3 clusters
  Score: Raw -2068447.594478 + Penalty 3218.990758 = -2065228.603720
  nChanged 2
		SP:Iteration 45Q (109891.180000 sec): 3 clusters
  Score: Raw -2068447.744105 + Penalty 3218.990758 = -2065228.753347
  nChanged 1
		SP:Iteration 46Q (109891.400000 sec): 3 clusters
  Score: Raw -2068447.770001 + Penalty 3218.990758 = -2065228.779243
  nChanged 1
		SP:Iteration 47Q (109891.700000 sec): 3 clusters
  Score: Raw -2068447.802730 + Penalty 3218.990758 = -2065228.811972
  nChanged 1
		SP:Iteration 48Q (109892.000000 sec): 3 clusters
  Score: Raw -2068447.829248 + Penalty 3218.990758 = -2065228.838489
  nChanged 0
		SP:Iteration 49F (109892.240000 sec): 3 clusters
  Score: Raw -2068447.829248 + Penalty 3218.990758 = -2065228.838489
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109892.380000 sec): 2 clusters
  Score: Raw -458361.512795 + Penalty 1365.107148 = -456996.405646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109892.620000 sec): 3 clusters
  Score: Raw -456053.122903 + Penalty 2730.214297 = -453322.908606
  nChanged 1812
		SP:Iteration 1F (109892.810000 sec): 3 clusters
  Score: Raw -457042.924773 + Penalty 2730.214297 = -454312.710476
  nChanged 335
		SP:Iteration 2F (109893.060000 sec): 3 clusters
  Score: Raw -457236.205380 + Penalty 2730.214297 = -454505.991083
  nChanged 248
		SP:Iteration 3F (109893.300000 sec): 3 clusters
  Score: Raw -457362.465363 + Penalty 2730.214297 = -454632.251066
  nChanged 170
		SP:Iteration 4Q (109893.450000 sec): 3 clusters
  Score: Raw -457446.847809 + Penalty 2730.214297 = -454716.633512
  nChanged 156
		SP:Iteration 5Q (109893.690000 sec): 3 clusters
  Score: Raw -457514.931158 + Penalty 2730.214297 = -454784.716861
  nChanged 130
		SP:Iteration 6Q (109893.850000 sec): 3 clusters
  Score: Raw -457571.881024 + Penalty 2730.214297 = -454841.666727
  nChanged 130
		SP:Iteration 7Q (109894.040000 sec): 3 clusters
  Score: Raw -457635.330749 + Penalty 2730.214297 = -454905.116452
  nChanged 98
		SP:Iteration 8Q (109894.240000 sec): 3 clusters
  Score: Raw -457672.151554 + Penalty 2730.214297 = -454941.937257
  nChanged 76
		SP:Iteration 9Q (109894.430000 sec): 3 clusters
  Score: Raw -457700.154244 + Penalty 2730.214297 = -454969.939947
  nChanged 81
		SP:Iteration 10Q (109894.620000 sec): 3 clusters
  Score: Raw -457742.282308 + Penalty 2730.214297 = -455012.068011
  nChanged 91
		SP:Iteration 11Q (109894.840000 sec): 3 clusters
  Score: Raw -457784.542315 + Penalty 2730.214297 = -455054.328018
  nChanged 94
		SP:Iteration 12Q (109895.040000 sec): 3 clusters
  Score: Raw -457825.719058 + Penalty 2730.214297 = -455095.504761
  nChanged 82
		SP:Iteration 13Q (109895.260000 sec): 3 clusters
  Score: Raw -457869.700937 + Penalty 2730.214297 = -455139.486640
  nChanged 84
		SP:Iteration 14Q (109895.430000 sec): 3 clusters
  Score: Raw -457925.997825 + Penalty 2730.214297 = -455195.783528
  nChanged 104
		SP:Iteration 15Q (109895.620000 sec): 3 clusters
  Score: Raw -457982.263228 + Penalty 2730.214297 = -455252.048931
  nChanged 82
		SP:Iteration 16Q (109895.790000 sec): 3 clusters
  Score: Raw -458023.994824 + Penalty 2730.214297 = -455293.780527
  nChanged 65
		SP:Iteration 17Q (109895.980000 sec): 3 clusters
  Score: Raw -458052.097161 + Penalty 2730.214297 = -455321.882864
  nChanged 61
		SP:Iteration 18Q (109896.160000 sec): 3 clusters
  Score: Raw -458078.011823 + Penalty 2730.214297 = -455347.797526
  nChanged 54
		SP:Iteration 19Q (109896.340000 sec): 3 clusters
  Score: Raw -458102.564839 + Penalty 2730.214297 = -455372.350542
  nChanged 60
		SP:Iteration 20F (109896.580000 sec): 3 clusters
  Score: Raw -458133.573046 + Penalty 2730.214297 = -455403.358749
  nChanged 63
		SP:Iteration 21Q (109896.810000 sec): 3 clusters
  Score: Raw -458163.242878 + Penalty 2730.214297 = -455433.028582
  nChanged 49
		SP:Iteration 22Q (109896.970000 sec): 3 clusters
  Score: Raw -458185.822877 + Penalty 2730.214297 = -455455.608580
  nChanged 42
		SP:Iteration 23Q (109897.210000 sec): 3 clusters
  Score: Raw -458205.263511 + Penalty 2730.214297 = -455475.049214
  nChanged 35
		SP:Iteration 24Q (109897.420000 sec): 3 clusters
  Score: Raw -458224.579081 + Penalty 2730.214297 = -455494.364784
  nChanged 34
		SP:Iteration 25Q (109897.630000 sec): 3 clusters
  Score: Raw -458242.435583 + Penalty 2730.214297 = -455512.221286
  nChanged 29
		SP:Iteration 26Q (109897.820000 sec): 3 clusters
  Score: Raw -458256.873979 + Penalty 2730.214297 = -455526.659682
  nChanged 27
		SP:Iteration 27Q (109898.050000 sec): 3 clusters
  Score: Raw -458270.835073 + Penalty 2730.214297 = -455540.620776
  nChanged 26
		SP:Iteration 28Q (109898.230000 sec): 3 clusters
  Score: Raw -458284.656571 + Penalty 2730.214297 = -455554.442274
  nChanged 25
		SP:Iteration 29Q (109898.470000 sec): 3 clusters
  Score: Raw -458294.105369 + Penalty 2730.214297 = -455563.891072
  nChanged 23
		SP:Iteration 30Q (109898.680000 sec): 3 clusters
  Score: Raw -458305.426210 + Penalty 2730.214297 = -455575.211913
  nChanged 29
		SP:Iteration 31Q (109898.850000 sec): 3 clusters
  Score: Raw -458323.158678 + Penalty 2730.214297 = -455592.944381
  nChanged 33
		SP:Iteration 32Q (109899.040000 sec): 3 clusters
  Score: Raw -458344.607026 + Penalty 2730.214297 = -455614.392729
  nChanged 24
		SP:Iteration 33Q (109899.220000 sec): 3 clusters
  Score: Raw -458361.328350 + Penalty 2730.214297 = -455631.114053
  nChanged 33
		SP:Iteration 34Q (109899.430000 sec): 3 clusters
  Score: Raw -458388.362697 + Penalty 2730.214297 = -455658.148400
  nChanged 43
		SP:Iteration 35Q (109899.600000 sec): 3 clusters
  Score: Raw -458418.255710 + Penalty 2730.214297 = -455688.041414
  nChanged 36
		SP:Iteration 36Q (109899.790000 sec): 3 clusters
  Score: Raw -458440.909147 + Penalty 2730.214297 = -455710.694850
  nChanged 30
		SP:Iteration 37Q (109899.960000 sec): 3 clusters
  Score: Raw -458460.824631 + Penalty 2730.214297 = -455730.610334
  nChanged 28
		SP:Iteration 38Q (109900.130000 sec): 3 clusters
  Score: Raw -458477.004594 + Penalty 2730.214297 = -455746.790297
  nChanged 24
		SP:Iteration 39Q (109900.320000 sec): 3 clusters
  Score: Raw -458492.545100 + Penalty 2730.214297 = -455762.330803
  nChanged 24
		SP:Iteration 40F (109900.500000 sec): 3 clusters
  Score: Raw -458507.222768 + Penalty 2730.214297 = -455777.008471
  nChanged 27
		SP:Iteration 41Q (109900.700000 sec): 3 clusters
  Score: Raw -458520.765906 + Penalty 2730.214297 = -455790.551609
  nChanged 13
		SP:Iteration 42Q (109900.840000 sec): 3 clusters
  Score: Raw -458526.397242 + Penalty 2730.214297 = -455796.182945
  nChanged 8
		SP:Iteration 43Q (109901.030000 sec): 3 clusters
  Score: Raw -458530.932428 + Penalty 2730.214297 = -455800.718131
  nChanged 12
		SP:Iteration 44Q (109901.240000 sec): 3 clusters
  Score: Raw -458538.252064 + Penalty 2730.214297 = -455808.037767
  nChanged 11
		SP:Iteration 45Q (109901.430000 sec): 3 clusters
  Score: Raw -458546.780203 + Penalty 2730.214297 = -455816.565906
  nChanged 13
		SP:Iteration 46Q (109901.660000 sec): 3 clusters
  Score: Raw -458559.122044 + Penalty 2730.214297 = -455828.907747
  nChanged 15
		SP:Iteration 47Q (109901.900000 sec): 3 clusters
  Score: Raw -458565.913653 + Penalty 2730.214297 = -455835.699356
  nChanged 7
		SP:Iteration 48Q (109902.090000 sec): 3 clusters
  Score: Raw -458572.163139 + Penalty 2730.214297 = -455841.948842
  nChanged 8
		SP:Iteration 49Q (109902.240000 sec): 3 clusters
  Score: Raw -458577.049032 + Penalty 2730.214297 = -455846.834735
  nChanged 4
		SP:Iteration 50Q (109902.400000 sec): 3 clusters
  Score: Raw -458579.327359 + Penalty 2730.214297 = -455849.113062
  nChanged 4
		SP:Iteration 51Q (109902.520000 sec): 3 clusters
  Score: Raw -458582.922613 + Penalty 2730.214297 = -455852.708316
  nChanged 4
		SP:Iteration 52Q (109902.630000 sec): 3 clusters
  Score: Raw -458586.052506 + Penalty 2730.214297 = -455855.838210
  nChanged 5
		SP:Iteration 53Q (109902.740000 sec): 3 clusters
  Score: Raw -458588.798947 + Penalty 2730.214297 = -455858.584651
  nChanged 2
		SP:Iteration 54Q (109902.850000 sec): 3 clusters
  Score: Raw -458589.484137 + Penalty 2730.214297 = -455859.269840
  nChanged 2
		SP:Iteration 55Q (109903.060000 sec): 3 clusters
  Score: Raw -458590.131068 + Penalty 2730.214297 = -455859.916771
  nChanged 2
		SP:Iteration 56Q (109903.300000 sec): 3 clusters
  Score: Raw -458590.965531 + Penalty 2730.214297 = -455860.751234
  nChanged 2
		SP:Iteration 57Q (109903.470000 sec): 3 clusters
  Score: Raw -458591.564289 + Penalty 2730.214297 = -455861.349992
  nChanged 1
		SP:Iteration 58Q (109903.710000 sec): 3 clusters
  Score: Raw -458592.372180 + Penalty 2730.214297 = -455862.157883
  nChanged 2
		SP:Iteration 59Q (109903.920000 sec): 3 clusters
  Score: Raw -458593.120715 + Penalty 2730.214297 = -455862.906418
  nChanged 1
		SP:Iteration 60F (109904.170000 sec): 3 clusters
  Score: Raw -458593.258235 + Penalty 2730.214297 = -455863.043938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109904.220000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109904.450000 sec): 3 clusters
  Score: Raw -26520.465470 + Penalty 1841.588674 = -24678.876797
  nChanged 51
		SP:Iteration 1F (109904.590000 sec): 3 clusters
  Score: Raw -26652.493768 + Penalty 1841.588674 = -24810.905094
  nChanged 14
		SP:Iteration 2Q (109904.760000 sec): 3 clusters
  Score: Raw -26697.991142 + Penalty 1841.588674 = -24856.402468
  nChanged 7
		SP:Iteration 3Q (109904.890000 sec): 3 clusters
  Score: Raw -26726.213897 + Penalty 1841.588674 = -24884.625223
  nChanged 3
		SP:Iteration 4Q (109905.080000 sec): 3 clusters
  Score: Raw -26736.787636 + Penalty 1841.588674 = -24895.198963
  nChanged 4
		SP:Iteration 5Q (109905.290000 sec): 3 clusters
  Score: Raw -26757.913316 + Penalty 1841.588674 = -24916.324642
  nChanged 6
		SP:Iteration 6Q (109905.390000 sec): 3 clusters
  Score: Raw -26775.263658 + Penalty 1841.588674 = -24933.674984
  nChanged 0
		SP:Iteration 7F (109905.540000 sec): 3 clusters
  Score: Raw -26775.263658 + Penalty 1841.588674 = -24933.674984
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109905.670000 sec): 2 clusters
  Score: Raw -206379.706373 + Penalty 1236.360852 = -205143.345521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109905.860000 sec): 3 clusters
  Score: Raw -205507.573300 + Penalty 2472.721704 = -203034.851595
  nChanged 706
		SP:Iteration 1F (109906.010000 sec): 3 clusters
  Score: Raw -205988.371713 + Penalty 2472.721704 = -203515.650009
  nChanged 140
		SP:Iteration 2F (109906.240000 sec): 3 clusters
  Score: Raw -206092.875935 + Penalty 2472.721704 = -203620.154231
  nChanged 92
		SP:Iteration 3Q (109906.440000 sec): 3 clusters
  Score: Raw -206153.383602 + Penalty 2472.721704 = -203680.661898
  nChanged 69
		SP:Iteration 4Q (109906.580000 sec): 3 clusters
  Score: Raw -206202.285446 + Penalty 2472.721704 = -203729.563742
  nChanged 49
		SP:Iteration 5Q (109906.760000 sec): 3 clusters
  Score: Raw -206237.119641 + Penalty 2472.721704 = -203764.397937
  nChanged 45
		SP:Iteration 6Q (109906.960000 sec): 3 clusters
  Score: Raw -206269.431342 + Penalty 2472.721704 = -203796.709638
  nChanged 44
		SP:Iteration 7Q (109907.140000 sec): 3 clusters
  Score: Raw -206294.927298 + Penalty 2472.721704 = -203822.205593
  nChanged 40
		SP:Iteration 8Q (109907.300000 sec): 3 clusters
  Score: Raw -206317.177812 + Penalty 2472.721704 = -203844.456107
  nChanged 42
		SP:Iteration 9Q (109907.480000 sec): 3 clusters
  Score: Raw -206347.512918 + Penalty 2472.721704 = -203874.791214
  nChanged 41
		SP:Iteration 10Q (109907.660000 sec): 3 clusters
  Score: Raw -206381.787907 + Penalty 2472.721704 = -203909.066203
  nChanged 41
		SP:Iteration 11Q (109907.820000 sec): 3 clusters
  Score: Raw -206417.609964 + Penalty 2472.721704 = -203944.888260
  nChanged 35
		SP:Iteration 12Q (109907.980000 sec): 3 clusters
  Score: Raw -206442.016547 + Penalty 2472.721704 = -203969.294843
  nChanged 43
		SP:Iteration 13Q (109908.140000 sec): 3 clusters
  Score: Raw -206473.320564 + Penalty 2472.721704 = -204000.598860
  nChanged 37
		SP:Iteration 14Q (109908.320000 sec): 3 clusters
  Score: Raw -206497.941578 + Penalty 2472.721704 = -204025.219873
  nChanged 24
		SP:Iteration 15Q (109908.480000 sec): 3 clusters
  Score: Raw -206512.989587 + Penalty 2472.721704 = -204040.267883
  nChanged 24
		SP:Iteration 16Q (109908.670000 sec): 3 clusters
  Score: Raw -206533.056527 + Penalty 2472.721704 = -204060.334823
  nChanged 21
		SP:Iteration 17Q (109908.920000 sec): 3 clusters
  Score: Raw -206549.727215 + Penalty 2472.721704 = -204077.005511
  nChanged 21
		SP:Iteration 18Q (109909.080000 sec): 3 clusters
  Score: Raw -206568.268688 + Penalty 2472.721704 = -204095.546984
  nChanged 24
		SP:Iteration 19Q (109909.290000 sec): 3 clusters
  Score: Raw -206587.185509 + Penalty 2472.721704 = -204114.463805
  nChanged 23
		SP:Iteration 20F (109909.500000 sec): 3 clusters
  Score: Raw -206609.347128 + Penalty 2472.721704 = -204136.625424
  nChanged 30
		SP:Iteration 21Q (109909.650000 sec): 3 clusters
  Score: Raw -206629.049620 + Penalty 2472.721704 = -204156.327915
  nChanged 17
		SP:Iteration 22Q (109909.880000 sec): 3 clusters
  Score: Raw -206641.427356 + Penalty 2472.721704 = -204168.705652
  nChanged 12
		SP:Iteration 23Q (109910.050000 sec): 3 clusters
  Score: Raw -206648.917185 + Penalty 2472.721704 = -204176.195481
  nChanged 7
		SP:Iteration 24Q (109910.210000 sec): 3 clusters
  Score: Raw -206653.153785 + Penalty 2472.721704 = -204180.432081
  nChanged 3
		SP:Iteration 25Q (109910.390000 sec): 3 clusters
  Score: Raw -206654.690150 + Penalty 2472.721704 = -204181.968446
  nChanged 2
		SP:Iteration 26Q (109910.590000 sec): 3 clusters
  Score: Raw -206656.629155 + Penalty 2472.721704 = -204183.907450
  nChanged 1
		SP:Iteration 27Q (109910.770000 sec): 3 clusters
  Score: Raw -206656.981352 + Penalty 2472.721704 = -204184.259648
  nChanged 1
		SP:Iteration 28Q (109910.930000 sec): 3 clusters
  Score: Raw -206657.387179 + Penalty 2472.721704 = -204184.665475
  nChanged 1
		SP:Iteration 29Q (109911.150000 sec): 3 clusters
  Score: Raw -206657.990722 + Penalty 2472.721704 = -204185.269018
  nChanged 4
		SP:Iteration 30Q (109911.320000 sec): 3 clusters
  Score: Raw -206659.665449 + Penalty 2472.721704 = -204186.943745
  nChanged 3
		SP:Iteration 31Q (109911.480000 sec): 3 clusters
  Score: Raw -206661.001479 + Penalty 2472.721704 = -204188.279775
  nChanged 3
		SP:Iteration 32Q (109911.700000 sec): 3 clusters
  Score: Raw -206662.872704 + Penalty 2472.721704 = -204190.151000
  nChanged 3
		SP:Iteration 33Q (109911.870000 sec): 3 clusters
  Score: Raw -206665.402815 + Penalty 2472.721704 = -204192.681111
  nChanged 3
		SP:Iteration 34Q (109912.090000 sec): 3 clusters
  Score: Raw -206666.683838 + Penalty 2472.721704 = -204193.962134
  nChanged 0
		SP:Iteration 35F (109912.230000 sec): 3 clusters
  Score: Raw -206666.683838 + Penalty 2472.721704 = -204193.962134
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109912.370000 sec): 2 clusters
  Score: Raw -434767.533168 + Penalty 1355.401649 = -433412.131519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109912.590000 sec): 3 clusters
  Score: Raw -432648.544244 + Penalty 2710.803298 = -429937.740946
  nChanged 1681
		SP:Iteration 1F (109912.780000 sec): 3 clusters
  Score: Raw -433561.708471 + Penalty 2710.803298 = -430850.905172
  nChanged 334
		SP:Iteration 2F (109912.960000 sec): 3 clusters
  Score: Raw -433754.322657 + Penalty 2710.803298 = -431043.519359
  nChanged 238
		SP:Iteration 3F (109913.160000 sec): 3 clusters
  Score: Raw -433907.553372 + Penalty 2710.803298 = -431196.750073
  nChanged 218
		SP:Iteration 4F (109913.380000 sec): 3 clusters
  Score: Raw -434077.146342 + Penalty 2710.803298 = -431366.343044
  nChanged 197
		SP:Iteration 5Q (109913.530000 sec): 3 clusters
  Score: Raw -434216.546770 + Penalty 2710.803298 = -431505.743471
  nChanged 183
		SP:Iteration 6Q (109913.730000 sec): 3 clusters
  Score: Raw -434325.647492 + Penalty 2710.803298 = -431614.844194
  nChanged 163
		SP:Iteration 7Q (109913.890000 sec): 3 clusters
  Score: Raw -434431.292941 + Penalty 2710.803298 = -431720.489642
  nChanged 167
		SP:Iteration 8Q (109914.130000 sec): 3 clusters
  Score: Raw -434543.903756 + Penalty 2710.803298 = -431833.100457
  nChanged 165
		SP:Iteration 9Q (109914.320000 sec): 3 clusters
  Score: Raw -434663.877845 + Penalty 2710.803298 = -431953.074546
  nChanged 149
		SP:Iteration 10Q (109914.530000 sec): 3 clusters
  Score: Raw -434756.543867 + Penalty 2710.803298 = -432045.740569
  nChanged 117
		SP:Iteration 11Q (109914.690000 sec): 3 clusters
  Score: Raw -434824.405540 + Penalty 2710.803298 = -432113.602242
  nChanged 103
		SP:Iteration 12Q (109914.890000 sec): 3 clusters
  Score: Raw -434890.232223 + Penalty 2710.803298 = -432179.428924
  nChanged 88
		SP:Iteration 13Q (109915.090000 sec): 3 clusters
  Score: Raw -434944.232107 + Penalty 2710.803298 = -432233.428809
  nChanged 71
		SP:Iteration 14Q (109915.330000 sec): 3 clusters
  Score: Raw -434987.642646 + Penalty 2710.803298 = -432276.839347
  nChanged 63
		SP:Iteration 15Q (109915.490000 sec): 3 clusters
  Score: Raw -435025.441220 + Penalty 2710.803298 = -432314.637922
  nChanged 69
		SP:Iteration 16Q (109915.690000 sec): 3 clusters
  Score: Raw -435063.552758 + Penalty 2710.803298 = -432352.749459
  nChanged 58
		SP:Iteration 17Q (109915.910000 sec): 3 clusters
  Score: Raw -435096.769976 + Penalty 2710.803298 = -432385.966678
  nChanged 56
		SP:Iteration 18Q (109916.100000 sec): 3 clusters
  Score: Raw -435129.919089 + Penalty 2710.803298 = -432419.115790
  nChanged 41
		SP:Iteration 19Q (109916.330000 sec): 3 clusters
  Score: Raw -435151.977920 + Penalty 2710.803298 = -432441.174622
  nChanged 39
		SP:Iteration 20F (109916.530000 sec): 3 clusters
  Score: Raw -435178.407720 + Penalty 2710.803298 = -432467.604422
  nChanged 46
		SP:Iteration 21Q (109916.690000 sec): 3 clusters
  Score: Raw -435212.338795 + Penalty 2710.803298 = -432501.535497
  nChanged 43
		SP:Iteration 22Q (109916.890000 sec): 3 clusters
  Score: Raw -435240.661074 + Penalty 2710.803298 = -432529.857775
  nChanged 38
		SP:Iteration 23Q (109917.090000 sec): 3 clusters
  Score: Raw -435259.747413 + Penalty 2710.803298 = -432548.944115
  nChanged 27
		SP:Iteration 24Q (109917.290000 sec): 3 clusters
  Score: Raw -435276.354397 + Penalty 2710.803298 = -432565.551099
  nChanged 18
		SP:Iteration 25Q (109917.420000 sec): 3 clusters
  Score: Raw -435288.476244 + Penalty 2710.803298 = -432577.672946
  nChanged 21
		SP:Iteration 26Q (109917.630000 sec): 3 clusters
  Score: Raw -435297.231244 + Penalty 2710.803298 = -432586.427946
  nChanged 7
		SP:Iteration 27Q (109917.830000 sec): 3 clusters
  Score: Raw -435301.468687 + Penalty 2710.803298 = -432590.665389
  nChanged 8
		SP:Iteration 28Q (109918.020000 sec): 3 clusters
  Score: Raw -435304.351660 + Penalty 2710.803298 = -432593.548362
  nChanged 8
		SP:Iteration 29Q (109918.190000 sec): 3 clusters
  Score: Raw -435307.405576 + Penalty 2710.803298 = -432596.602278
  nChanged 6
		SP:Iteration 30Q (109918.410000 sec): 3 clusters
  Score: Raw -435309.589544 + Penalty 2710.803298 = -432598.786245
  nChanged 7
		SP:Iteration 31Q (109918.630000 sec): 3 clusters
  Score: Raw -435312.385657 + Penalty 2710.803298 = -432601.582359
  nChanged 9
		SP:Iteration 32Q (109918.890000 sec): 3 clusters
  Score: Raw -435316.665677 + Penalty 2710.803298 = -432605.862379
  nChanged 4
		SP:Iteration 33Q (109919.070000 sec): 3 clusters
  Score: Raw -435318.455681 + Penalty 2710.803298 = -432607.652383
  nChanged 5
		SP:Iteration 34Q (109919.340000 sec): 3 clusters
  Score: Raw -435320.881532 + Penalty 2710.803298 = -432610.078234
  nChanged 7
		SP:Iteration 35Q (109919.540000 sec): 3 clusters
  Score: Raw -435323.039924 + Penalty 2710.803298 = -432612.236626
  nChanged 7
		SP:Iteration 36Q (109919.770000 sec): 3 clusters
  Score: Raw -435324.293122 + Penalty 2710.803298 = -432613.489824
  nChanged 2
		SP:Iteration 37Q (109919.990000 sec): 3 clusters
  Score: Raw -435324.658400 + Penalty 2710.803298 = -432613.855101
  nChanged 1
		SP:Iteration 38Q (109920.170000 sec): 3 clusters
  Score: Raw -435325.034912 + Penalty 2710.803298 = -432614.231614
  nChanged 0
		SP:Iteration 39F (109920.400000 sec): 3 clusters
  Score: Raw -435325.034912 + Penalty 2710.803298 = -432614.231614
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109920.510000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109920.730000 sec): 3 clusters
  Score: Raw -29608.196167 + Penalty 1859.101327 = -27749.094839
  nChanged 66
		SP:Iteration 1F (109920.890000 sec): 3 clusters
  Score: Raw -29736.354608 + Penalty 1859.101327 = -27877.253281
  nChanged 17
		SP:Iteration 2F (109921.030000 sec): 3 clusters
  Score: Raw -29768.198787 + Penalty 1859.101327 = -27909.097459
  nChanged 5
		SP:Iteration 3Q (109921.230000 sec): 3 clusters
  Score: Raw -29779.213936 + Penalty 1859.101327 = -27920.112609
  nChanged 3
		SP:Iteration 4Q (109921.430000 sec): 3 clusters
  Score: Raw -29787.303975 + Penalty 1859.101327 = -27928.202647
  nChanged 0
		SP:Iteration 5F (109921.580000 sec): 3 clusters
  Score: Raw -29787.303975 + Penalty 1859.101327 = -27928.202647
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109921.820000 sec): 2 clusters
  Score: Raw -2851394.940227 + Penalty 1663.062231 = -2849731.877996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109922.110000 sec): 3 clusters
  Score: Raw -2834369.420988 + Penalty 3326.124462 = -2831043.296526
  nChanged 12706
		SP:Iteration 1F (109922.420000 sec): 3 clusters
  Score: Raw -2841302.740964 + Penalty 3326.124462 = -2837976.616502
  nChanged 1405
		SP:Iteration 2F (109922.760000 sec): 3 clusters
  Score: Raw -2841814.236363 + Penalty 3326.124462 = -2838488.111900
  nChanged 1392
		SP:Iteration 3Q (109923.130000 sec): 3 clusters
  Score: Raw -2842354.181573 + Penalty 3326.124462 = -2839028.057110
  nChanged 1438
		SP:Iteration 4F (109923.430000 sec): 3 clusters
  Score: Raw -2843007.857901 + Penalty 3326.124462 = -2839681.733439
  nChanged 1556
		SP:Iteration 5F (109923.780000 sec): 3 clusters
  Score: Raw -2843833.737703 + Penalty 3326.124462 = -2840507.613240
  nChanged 1754
		SP:Iteration 6F (109924.090000 sec): 3 clusters
  Score: Raw -2844955.762324 + Penalty 3326.124462 = -2841629.637862
  nChanged 1797
		SP:Iteration 7F (109924.410000 sec): 3 clusters
  Score: Raw -2846302.994777 + Penalty 3326.124462 = -2842976.870315
  nChanged 1764
		SP:Iteration 8F (109924.760000 sec): 3 clusters
  Score: Raw -2847791.945865 + Penalty 3326.124462 = -2844465.821403
  nChanged 1499
		SP:Iteration 9F (109925.060000 sec): 3 clusters
  Score: Raw -2849145.481003 + Penalty 3326.124462 = -2845819.356541
  nChanged 1084
		SP:Iteration 10Q (109925.380000 sec): 3 clusters
  Score: Raw -2850145.644068 + Penalty 3326.124462 = -2846819.519606
  nChanged 648
		SP:Iteration 11Q (109925.680000 sec): 3 clusters
  Score: Raw -2850752.220054 + Penalty 3326.124462 = -2847426.095592
  nChanged 398
		SP:Iteration 12Q (109925.990000 sec): 3 clusters
  Score: Raw -2851103.193895 + Penalty 3326.124462 = -2847777.069433
  nChanged 264
		SP:Iteration 13Q (109926.280000 sec): 3 clusters
  Score: Raw -2851318.383272 + Penalty 3326.124462 = -2847992.258810
  nChanged 177
		SP:Iteration 14Q (109926.560000 sec): 3 clusters
  Score: Raw -2851452.336887 + Penalty 3326.124462 = -2848126.212425
  nChanged 120
		SP:Iteration 15Q (109926.840000 sec): 3 clusters
  Score: Raw -2851535.489335 + Penalty 3326.124462 = -2848209.364873
  nChanged 92
		SP:Iteration 16Q (109927.120000 sec): 3 clusters
  Score: Raw -2851585.599257 + Penalty 3326.124462 = -2848259.474795
  nChanged 58
		SP:Iteration 17Q (109927.400000 sec): 3 clusters
  Score: Raw -2851617.194594 + Penalty 3326.124462 = -2848291.070132
  nChanged 49
		SP:Iteration 18Q (109927.700000 sec): 3 clusters
  Score: Raw -2851645.438679 + Penalty 3326.124462 = -2848319.314216
  nChanged 42
		SP:Iteration 19Q (109927.990000 sec): 3 clusters
  Score: Raw -2851664.128037 + Penalty 3326.124462 = -2848338.003574
  nChanged 26
		SP:Iteration 20F (109928.340000 sec): 3 clusters
  Score: Raw -2851676.985991 + Penalty 3326.124462 = -2848350.861529
  nChanged 20
		SP:Iteration 21Q (109928.600000 sec): 3 clusters
  Score: Raw -2851685.312610 + Penalty 3326.124462 = -2848359.188148
  nChanged 11
		SP:Iteration 22Q (109928.900000 sec): 3 clusters
  Score: Raw -2851690.968663 + Penalty 3326.124462 = -2848364.844200
  nChanged 19
		SP:Iteration 23Q (109929.180000 sec): 3 clusters
  Score: Raw -2851699.435036 + Penalty 3326.124462 = -2848373.310574
  nChanged 19
		SP:Iteration 24Q (109929.450000 sec): 3 clusters
  Score: Raw -2851707.581123 + Penalty 3326.124462 = -2848381.456661
  nChanged 14
		SP:Iteration 25Q (109929.760000 sec): 3 clusters
  Score: Raw -2851713.653530 + Penalty 3326.124462 = -2848387.529068
  nChanged 9
		SP:Iteration 26Q (109930.100000 sec): 3 clusters
  Score: Raw -2851717.884933 + Penalty 3326.124462 = -2848391.760470
  nChanged 8
		SP:Iteration 27Q (109930.410000 sec): 3 clusters
  Score: Raw -2851721.191285 + Penalty 3326.124462 = -2848395.066822
  nChanged 6
		SP:Iteration 28Q (109930.700000 sec): 3 clusters
  Score: Raw -2851722.922085 + Penalty 3326.124462 = -2848396.797623
  nChanged 1
		SP:Iteration 29Q (109931.000000 sec): 3 clusters
  Score: Raw -2851723.080485 + Penalty 3326.124462 = -2848396.956023
  nChanged 0
		SP:Iteration 30F (109931.320000 sec): 3 clusters
  Score: Raw -2851723.080485 + Penalty 3326.124462 = -2848396.956023
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109931.450000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109931.630000 sec): 3 clusters
  Score: Raw -147622.493806 + Penalty 2342.554458 = -145279.939347
  nChanged 450
		SP:Iteration 1F (109931.810000 sec): 3 clusters
  Score: Raw -147958.602905 + Penalty 2342.554458 = -145616.048447
  nChanged 115
		SP:Iteration 2F (109931.960000 sec): 3 clusters
  Score: Raw -148049.056779 + Penalty 2342.554458 = -145706.502321
  nChanged 54
		SP:Iteration 3Q (109932.160000 sec): 3 clusters
  Score: Raw -148098.000883 + Penalty 2342.554458 = -145755.446425
  nChanged 42
		SP:Iteration 4Q (109932.390000 sec): 3 clusters
  Score: Raw -148129.583018 + Penalty 2342.554458 = -145787.028559
  nChanged 30
		SP:Iteration 5Q (109932.590000 sec): 3 clusters
  Score: Raw -148152.542924 + Penalty 2342.554458 = -145809.988466
  nChanged 32
		SP:Iteration 6Q (109932.780000 sec): 3 clusters
  Score: Raw -148177.359064 + Penalty 2342.554458 = -145834.804605
  nChanged 34
		SP:Iteration 7Q (109932.990000 sec): 3 clusters
  Score: Raw -148206.165413 + Penalty 2342.554458 = -145863.610954
  nChanged 49
		SP:Iteration 8Q (109933.190000 sec): 3 clusters
  Score: Raw -148262.774338 + Penalty 2342.554458 = -145920.219880
  nChanged 49
		SP:Iteration 9Q (109933.370000 sec): 3 clusters
  Score: Raw -148329.128623 + Penalty 2342.554458 = -145986.574164
  nChanged 40
		SP:Iteration 10Q (109933.550000 sec): 3 clusters
  Score: Raw -148375.548485 + Penalty 2342.554458 = -146032.994027
  nChanged 44
		SP:Iteration 11Q (109933.710000 sec): 3 clusters
  Score: Raw -148422.931137 + Penalty 2342.554458 = -146080.376679
  nChanged 33
		SP:Iteration 12Q (109933.930000 sec): 3 clusters
  Score: Raw -148459.217972 + Penalty 2342.554458 = -146116.663513
  nChanged 36
		SP:Iteration 13Q (109934.080000 sec): 3 clusters
  Score: Raw -148508.892515 + Penalty 2342.554458 = -146166.338057
  nChanged 32
		SP:Iteration 14Q (109934.300000 sec): 3 clusters
  Score: Raw -148549.025259 + Penalty 2342.554458 = -146206.470800
  nChanged 22
		SP:Iteration 15Q (109934.510000 sec): 3 clusters
  Score: Raw -148572.368752 + Penalty 2342.554458 = -146229.814294
  nChanged 18
		SP:Iteration 16Q (109934.710000 sec): 3 clusters
  Score: Raw -148594.746108 + Penalty 2342.554458 = -146252.191650
  nChanged 17
		SP:Iteration 17Q (109934.920000 sec): 3 clusters
  Score: Raw -148617.379269 + Penalty 2342.554458 = -146274.824810
  nChanged 15
		SP:Iteration 18Q (109935.170000 sec): 3 clusters
  Score: Raw -148634.897707 + Penalty 2342.554458 = -146292.343249
  nChanged 9
		SP:Iteration 19Q (109935.400000 sec): 3 clusters
  Score: Raw -148652.135738 + Penalty 2342.554458 = -146309.581280
  nChanged 8
		SP:Iteration 20F (109935.590000 sec): 3 clusters
  Score: Raw -148667.735076 + Penalty 2342.554458 = -146325.180617
  nChanged 9
		SP:Iteration 21Q (109935.780000 sec): 3 clusters
  Score: Raw -148679.659015 + Penalty 2342.554458 = -146337.104556
  nChanged 4
		SP:Iteration 22Q (109935.970000 sec): 3 clusters
  Score: Raw -148684.345481 + Penalty 2342.554458 = -146341.791023
  nChanged 1
		SP:Iteration 23Q (109936.160000 sec): 3 clusters
  Score: Raw -148685.238151 + Penalty 2342.554458 = -146342.683693
  nChanged 1
		SP:Iteration 24Q (109936.330000 sec): 3 clusters
  Score: Raw -148685.968316 + Penalty 2342.554458 = -146343.413857
  nChanged 1
		SP:Iteration 25Q (109936.520000 sec): 3 clusters
  Score: Raw -148687.130956 + Penalty 2342.554458 = -146344.576498
  nChanged 4
		SP:Iteration 26Q (109936.690000 sec): 3 clusters
  Score: Raw -148692.159504 + Penalty 2342.554458 = -146349.605046
  nChanged 6
		SP:Iteration 27Q (109936.910000 sec): 3 clusters
  Score: Raw -148703.112199 + Penalty 2342.554458 = -146360.557741
  nChanged 8
		SP:Iteration 28Q (109937.060000 sec): 3 clusters
  Score: Raw -148712.282923 + Penalty 2342.554458 = -146369.728465
  nChanged 7
		SP:Iteration 29Q (109937.240000 sec): 3 clusters
  Score: Raw -148718.186324 + Penalty 2342.554458 = -146375.631866
  nChanged 4
		SP:Iteration 30Q (109937.430000 sec): 3 clusters
  Score: Raw -148722.592402 + Penalty 2342.554458 = -146380.037944
  nChanged 4
		SP:Iteration 31Q (109937.650000 sec): 3 clusters
  Score: Raw -148726.204096 + Penalty 2342.554458 = -146383.649638
  nChanged 3
		SP:Iteration 32Q (109937.890000 sec): 3 clusters
  Score: Raw -148728.902955 + Penalty 2342.554458 = -146386.348497
  nChanged 1
		SP:Iteration 33Q (109938.030000 sec): 3 clusters
  Score: Raw -148729.569612 + Penalty 2342.554458 = -146387.015153
  nChanged 0
		SP:Iteration 34F (109938.230000 sec): 3 clusters
  Score: Raw -148729.569612 + Penalty 2342.554458 = -146387.015153
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109938.330000 sec): 2 clusters
  Score: Raw -394802.841809 + Penalty 1347.904896 = -393454.936913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109938.540000 sec): 3 clusters
  Score: Raw -392879.135722 + Penalty 2695.809792 = -390183.325930
  nChanged 1514
		SP:Iteration 1F (109938.740000 sec): 3 clusters
  Score: Raw -393869.106678 + Penalty 2695.809792 = -391173.296886
  nChanged 317
		SP:Iteration 2F (109938.930000 sec): 3 clusters
  Score: Raw -394109.535157 + Penalty 2695.809792 = -391413.725365
  nChanged 230
		SP:Iteration 3F (109939.140000 sec): 3 clusters
  Score: Raw -394308.327346 + Penalty 2695.809792 = -391612.517555
  nChanged 223
		SP:Iteration 4F (109939.340000 sec): 3 clusters
  Score: Raw -394490.635600 + Penalty 2695.809792 = -391794.825809
  nChanged 205
		SP:Iteration 5F (109939.580000 sec): 3 clusters
  Score: Raw -394670.492049 + Penalty 2695.809792 = -391974.682257
  nChanged 194
		SP:Iteration 6Q (109939.810000 sec): 3 clusters
  Score: Raw -394833.110192 + Penalty 2695.809792 = -392137.300400
  nChanged 173
		SP:Iteration 7Q (109939.990000 sec): 3 clusters
  Score: Raw -394980.633366 + Penalty 2695.809792 = -392284.823574
  nChanged 159
		SP:Iteration 8Q (109940.190000 sec): 3 clusters
  Score: Raw -395104.301876 + Penalty 2695.809792 = -392408.492084
  nChanged 142
		SP:Iteration 9Q (109940.430000 sec): 3 clusters
  Score: Raw -395201.789657 + Penalty 2695.809792 = -392505.979866
  nChanged 114
		SP:Iteration 10Q (109940.590000 sec): 3 clusters
  Score: Raw -395277.198546 + Penalty 2695.809792 = -392581.388755
  nChanged 87
		SP:Iteration 11Q (109940.780000 sec): 3 clusters
  Score: Raw -395342.475759 + Penalty 2695.809792 = -392646.665968
  nChanged 80
		SP:Iteration 12Q (109941.020000 sec): 3 clusters
  Score: Raw -395402.842570 + Penalty 2695.809792 = -392707.032778
  nChanged 61
		SP:Iteration 13Q (109941.210000 sec): 3 clusters
  Score: Raw -395448.156959 + Penalty 2695.809792 = -392752.347167
  nChanged 52
		SP:Iteration 14Q (109941.410000 sec): 3 clusters
  Score: Raw -395485.130273 + Penalty 2695.809792 = -392789.320481
  nChanged 51
		SP:Iteration 15Q (109941.580000 sec): 3 clusters
  Score: Raw -395517.848018 + Penalty 2695.809792 = -392822.038226
  nChanged 32
		SP:Iteration 16Q (109941.790000 sec): 3 clusters
  Score: Raw -395531.932361 + Penalty 2695.809792 = -392836.122569
  nChanged 17
		SP:Iteration 17Q (109941.980000 sec): 3 clusters
  Score: Raw -395539.690957 + Penalty 2695.809792 = -392843.881165
  nChanged 17
		SP:Iteration 18Q (109942.240000 sec): 3 clusters
  Score: Raw -395549.405561 + Penalty 2695.809792 = -392853.595769
  nChanged 22
		SP:Iteration 19Q (109942.460000 sec): 3 clusters
  Score: Raw -395559.238169 + Penalty 2695.809792 = -392863.428377
  nChanged 15
		SP:Iteration 20F (109942.670000 sec): 3 clusters
  Score: Raw -395567.615249 + Penalty 2695.809792 = -392871.805458
  nChanged 15
		SP:Iteration 21Q (109942.860000 sec): 3 clusters
  Score: Raw -395577.302411 + Penalty 2695.809792 = -392881.492619
  nChanged 15
		SP:Iteration 22Q (109943.080000 sec): 3 clusters
  Score: Raw -395588.588864 + Penalty 2695.809792 = -392892.779072
  nChanged 14
		SP:Iteration 23Q (109943.320000 sec): 3 clusters
  Score: Raw -395598.232839 + Penalty 2695.809792 = -392902.423047
  nChanged 18
		SP:Iteration 24Q (109943.560000 sec): 3 clusters
  Score: Raw -395609.740210 + Penalty 2695.809792 = -392913.930418
  nChanged 16
		SP:Iteration 25Q (109943.800000 sec): 3 clusters
  Score: Raw -395618.466100 + Penalty 2695.809792 = -392922.656308
  nChanged 16
		SP:Iteration 26Q (109943.960000 sec): 3 clusters
  Score: Raw -395631.551146 + Penalty 2695.809792 = -392935.741355
  nChanged 15
		SP:Iteration 27Q (109944.140000 sec): 3 clusters
  Score: Raw -395642.973736 + Penalty 2695.809792 = -392947.163944
  nChanged 15
		SP:Iteration 28Q (109944.350000 sec): 3 clusters
  Score: Raw -395652.465358 + Penalty 2695.809792 = -392956.655566
  nChanged 11
		SP:Iteration 29Q (109944.520000 sec): 3 clusters
  Score: Raw -395662.189706 + Penalty 2695.809792 = -392966.379915
  nChanged 16
		SP:Iteration 30Q (109944.700000 sec): 3 clusters
  Score: Raw -395678.335582 + Penalty 2695.809792 = -392982.525790
  nChanged 17
		SP:Iteration 31Q (109944.890000 sec): 3 clusters
  Score: Raw -395694.015743 + Penalty 2695.809792 = -392998.205951
  nChanged 13
		SP:Iteration 32Q (109945.100000 sec): 3 clusters
  Score: Raw -395703.801405 + Penalty 2695.809792 = -393007.991613
  nChanged 14
		SP:Iteration 33Q (109945.250000 sec): 3 clusters
  Score: Raw -395714.037667 + Penalty 2695.809792 = -393018.227875
  nChanged 8
		SP:Iteration 34Q (109945.410000 sec): 3 clusters
  Score: Raw -395720.258124 + Penalty 2695.809792 = -393024.448333
  nChanged 5
		SP:Iteration 35Q (109945.640000 sec): 3 clusters
  Score: Raw -395722.562025 + Penalty 2695.809792 = -393026.752233
  nChanged 2
		SP:Iteration 36Q (109945.830000 sec): 3 clusters
  Score: Raw -395724.629903 + Penalty 2695.809792 = -393028.820111
  nChanged 3
		SP:Iteration 37Q (109946.010000 sec): 3 clusters
  Score: Raw -395725.798093 + Penalty 2695.809792 = -393029.988301
  nChanged 0
		SP:Iteration 38F (109946.230000 sec): 3 clusters
  Score: Raw -395725.798093 + Penalty 2695.809792 = -393029.988301
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109946.380000 sec): 2 clusters
  Score: Raw -782404.725997 + Penalty 1447.024450 = -780957.701547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109946.540000 sec): 3 clusters
  Score: Raw -778336.280738 + Penalty 2894.048900 = -775442.231838
  nChanged 3155
		SP:Iteration 1F (109946.750000 sec): 3 clusters
  Score: Raw -780009.864016 + Penalty 2894.048900 = -777115.815116
  nChanged 510
		SP:Iteration 2F (109946.940000 sec): 3 clusters
  Score: Raw -780255.746379 + Penalty 2894.048900 = -777361.697479
  nChanged 400
		SP:Iteration 3F (109947.200000 sec): 3 clusters
  Score: Raw -780464.946094 + Penalty 2894.048900 = -777570.897194
  nChanged 398
		SP:Iteration 4F (109947.430000 sec): 3 clusters
  Score: Raw -780692.005444 + Penalty 2894.048900 = -777797.956544
  nChanged 370
		SP:Iteration 5F (109947.660000 sec): 3 clusters
  Score: Raw -780908.775227 + Penalty 2894.048900 = -778014.726327
  nChanged 357
		SP:Iteration 6Q (109947.840000 sec): 3 clusters
  Score: Raw -781157.534046 + Penalty 2894.048900 = -778263.485146
  nChanged 387
		SP:Iteration 7F (109948.050000 sec): 3 clusters
  Score: Raw -781436.547595 + Penalty 2894.048900 = -778542.498695
  nChanged 351
		SP:Iteration 8Q (109948.250000 sec): 3 clusters
  Score: Raw -781697.193621 + Penalty 2894.048900 = -778803.144721
  nChanged 301
		SP:Iteration 9Q (109948.510000 sec): 3 clusters
  Score: Raw -781910.601337 + Penalty 2894.048900 = -779016.552437
  nChanged 226
		SP:Iteration 10Q (109948.760000 sec): 3 clusters
  Score: Raw -782080.438406 + Penalty 2894.048900 = -779186.389506
  nChanged 176
		SP:Iteration 11Q (109948.980000 sec): 3 clusters
  Score: Raw -782212.679689 + Penalty 2894.048900 = -779318.630788
  nChanged 118
		SP:Iteration 12Q (109949.220000 sec): 3 clusters
  Score: Raw -782300.742373 + Penalty 2894.048900 = -779406.693473
  nChanged 82
		SP:Iteration 13Q (109949.480000 sec): 3 clusters
  Score: Raw -782373.417733 + Penalty 2894.048900 = -779479.368833
  nChanged 63
		SP:Iteration 14Q (109949.680000 sec): 3 clusters
  Score: Raw -782432.863167 + Penalty 2894.048900 = -779538.814267
  nChanged 42
		SP:Iteration 15Q (109949.980000 sec): 3 clusters
  Score: Raw -782473.766725 + Penalty 2894.048900 = -779579.717825
  nChanged 41
		SP:Iteration 16Q (109950.190000 sec): 3 clusters
  Score: Raw -782505.373741 + Penalty 2894.048900 = -779611.324841
  nChanged 19
		SP:Iteration 17Q (109950.370000 sec): 3 clusters
  Score: Raw -782525.971247 + Penalty 2894.048900 = -779631.922347
  nChanged 20
		SP:Iteration 18Q (109950.600000 sec): 3 clusters
  Score: Raw -782542.194883 + Penalty 2894.048900 = -779648.145983
  nChanged 14
		SP:Iteration 19Q (109950.780000 sec): 3 clusters
  Score: Raw -782551.014722 + Penalty 2894.048900 = -779656.965821
  nChanged 8
		SP:Iteration 20F (109951.070000 sec): 3 clusters
  Score: Raw -782558.135731 + Penalty 2894.048900 = -779664.086831
  nChanged 14
		SP:Iteration 21Q (109951.340000 sec): 3 clusters
  Score: Raw -782573.730150 + Penalty 2894.048900 = -779679.681250
  nChanged 10
		SP:Iteration 22Q (109951.580000 sec): 3 clusters
  Score: Raw -782585.186662 + Penalty 2894.048900 = -779691.137762
  nChanged 8
		SP:Iteration 23Q (109951.770000 sec): 3 clusters
  Score: Raw -782591.504661 + Penalty 2894.048900 = -779697.455760
  nChanged 6
		SP:Iteration 24Q (109952.010000 sec): 3 clusters
  Score: Raw -782596.480120 + Penalty 2894.048900 = -779702.431220
  nChanged 5
		SP:Iteration 25Q (109952.210000 sec): 3 clusters
  Score: Raw -782602.138569 + Penalty 2894.048900 = -779708.089669
  nChanged 3
		SP:Iteration 26Q (109952.440000 sec): 3 clusters
  Score: Raw -782604.744150 + Penalty 2894.048900 = -779710.695250
  nChanged 3
		SP:Iteration 27Q (109952.680000 sec): 3 clusters
  Score: Raw -782607.760191 + Penalty 2894.048900 = -779713.711291
  nChanged 2
		SP:Iteration 28Q (109952.870000 sec): 3 clusters
  Score: Raw -782609.949216 + Penalty 2894.048900 = -779715.900316
  nChanged 4
		SP:Iteration 29Q (109953.050000 sec): 3 clusters
  Score: Raw -782612.821296 + Penalty 2894.048900 = -779718.772396
  nChanged 4
		SP:Iteration 30Q (109953.230000 sec): 3 clusters
  Score: Raw -782615.700154 + Penalty 2894.048900 = -779721.651254
  nChanged 1
		SP:Iteration 31Q (109953.450000 sec): 3 clusters
  Score: Raw -782616.177399 + Penalty 2894.048900 = -779722.128499
  nChanged 2
		SP:Iteration 32Q (109953.620000 sec): 3 clusters
  Score: Raw -782619.426667 + Penalty 2894.048900 = -779725.377767
  nChanged 1
		SP:Iteration 33Q (109953.870000 sec): 3 clusters
  Score: Raw -782620.047066 + Penalty 2894.048900 = -779725.998166
  nChanged 2
		SP:Iteration 34Q (109954.070000 sec): 3 clusters
  Score: Raw -782621.524180 + Penalty 2894.048900 = -779727.475280
  nChanged 0
		SP:Iteration 35F (109954.330000 sec): 3 clusters
  Score: Raw -782621.524180 + Penalty 2894.048900 = -779727.475280
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109954.460000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109954.650000 sec): 3 clusters
  Score: Raw -85765.511507 + Penalty 2192.965621 = -83572.545886
  nChanged 241
		SP:Iteration 1F (109954.830000 sec): 3 clusters
  Score: Raw -86003.388565 + Penalty 2192.965621 = -83810.422944
  nChanged 57
		SP:Iteration 2F (109955.010000 sec): 3 clusters
  Score: Raw -86084.151138 + Penalty 2192.965621 = -83891.185517
  nChanged 24
		SP:Iteration 3Q (109955.150000 sec): 3 clusters
  Score: Raw -86104.458616 + Penalty 2192.965621 = -83911.492995
  nChanged 18
		SP:Iteration 4Q (109955.340000 sec): 3 clusters
  Score: Raw -86121.486141 + Penalty 2192.965621 = -83928.520519
  nChanged 4
		SP:Iteration 5Q (109955.550000 sec): 3 clusters
  Score: Raw -86124.194690 + Penalty 2192.965621 = -83931.229069
  nChanged 3
		SP:Iteration 6Q (109955.740000 sec): 3 clusters
  Score: Raw -86126.494630 + Penalty 2192.965621 = -83933.529009
  nChanged 1
		SP:Iteration 7Q (109955.940000 sec): 3 clusters
  Score: Raw -86127.563640 + Penalty 2192.965621 = -83934.598018
  nChanged 1
		SP:Iteration 8Q (109956.130000 sec): 3 clusters
  Score: Raw -86128.936184 + Penalty 2192.965621 = -83935.970563
  nChanged 1
		SP:Iteration 9Q (109956.360000 sec): 3 clusters
  Score: Raw -86130.139245 + Penalty 2192.965621 = -83937.173623
  nChanged 2
		SP:Iteration 10Q (109956.600000 sec): 3 clusters
  Score: Raw -86132.942651 + Penalty 2192.965621 = -83939.977030
  nChanged 4
		SP:Iteration 11Q (109956.750000 sec): 3 clusters
  Score: Raw -86136.510502 + Penalty 2192.965621 = -83943.544880
  nChanged 2
		SP:Iteration 12Q (109956.960000 sec): 3 clusters
  Score: Raw -86137.632656 + Penalty 2192.965621 = -83944.667035
  nChanged 0
		SP:Iteration 13F (109957.140000 sec): 3 clusters
  Score: Raw -86137.632656 + Penalty 2192.965621 = -83944.667035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109957.330000 sec): 2 clusters
  Score: Raw -1663875.661561 + Penalty 1574.098641 = -1662301.562919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109957.570000 sec): 3 clusters
  Score: Raw -1654281.656378 + Penalty 3148.197282 = -1651133.459095
  nChanged 7262
		SP:Iteration 1F (109957.790000 sec): 3 clusters
  Score: Raw -1658321.655067 + Penalty 3148.197282 = -1655173.457785
  nChanged 973
		SP:Iteration 2F (109958.040000 sec): 3 clusters
  Score: Raw -1658829.428028 + Penalty 3148.197282 = -1655681.230746
  nChanged 1082
		SP:Iteration 3F (109958.310000 sec): 3 clusters
  Score: Raw -1659549.818043 + Penalty 3148.197282 = -1656401.620760
  nChanged 1198
		SP:Iteration 4F (109958.530000 sec): 3 clusters
  Score: Raw -1660409.766995 + Penalty 3148.197282 = -1657261.569713
  nChanged 1194
		SP:Iteration 5F (109958.860000 sec): 3 clusters
  Score: Raw -1661176.064523 + Penalty 3148.197282 = -1658027.867240
  nChanged 996
		SP:Iteration 6F (109959.150000 sec): 3 clusters
  Score: Raw -1661718.145928 + Penalty 3148.197282 = -1658569.948646
  nChanged 781
		SP:Iteration 7Q (109959.370000 sec): 3 clusters
  Score: Raw -1662063.328634 + Penalty 3148.197282 = -1658915.131351
  nChanged 577
		SP:Iteration 8Q (109959.640000 sec): 3 clusters
  Score: Raw -1662273.745295 + Penalty 3148.197282 = -1659125.548013
  nChanged 404
		SP:Iteration 9Q (109959.970000 sec): 3 clusters
  Score: Raw -1662403.533036 + Penalty 3148.197282 = -1659255.335754
  nChanged 314
		SP:Iteration 10Q (109960.220000 sec): 3 clusters
  Score: Raw -1662484.578489 + Penalty 3148.197282 = -1659336.381206
  nChanged 242
		SP:Iteration 11Q (109960.500000 sec): 3 clusters
  Score: Raw -1662546.026387 + Penalty 3148.197282 = -1659397.829104
  nChanged 217
		SP:Iteration 12Q (109960.750000 sec): 3 clusters
  Score: Raw -1662599.067604 + Penalty 3148.197282 = -1659450.870322
  nChanged 197
		SP:Iteration 13Q (109961.050000 sec): 3 clusters
  Score: Raw -1662650.166313 + Penalty 3148.197282 = -1659501.969030
  nChanged 210
		SP:Iteration 14Q (109961.290000 sec): 3 clusters
  Score: Raw -1662708.305160 + Penalty 3148.197282 = -1659560.107877
  nChanged 182
		SP:Iteration 15Q (109961.530000 sec): 3 clusters
  Score: Raw -1662754.881058 + Penalty 3148.197282 = -1659606.683775
  nChanged 166
		SP:Iteration 16Q (109961.800000 sec): 3 clusters
  Score: Raw -1662799.203859 + Penalty 3148.197282 = -1659651.006577
  nChanged 170
		SP:Iteration 17Q (109962.070000 sec): 3 clusters
  Score: Raw -1662848.989533 + Penalty 3148.197282 = -1659700.792250
  nChanged 174
		SP:Iteration 18Q (109962.350000 sec): 3 clusters
  Score: Raw -1662899.354044 + Penalty 3148.197282 = -1659751.156761
  nChanged 182
		SP:Iteration 19Q (109962.700000 sec): 3 clusters
  Score: Raw -1662949.704772 + Penalty 3148.197282 = -1659801.507489
  nChanged 160
		SP:Iteration 20F (109962.930000 sec): 3 clusters
  Score: Raw -1662992.303584 + Penalty 3148.197282 = -1659844.106302
  nChanged 151
		SP:Iteration 21Q (109963.220000 sec): 3 clusters
  Score: Raw -1663039.531006 + Penalty 3148.197282 = -1659891.333724
  nChanged 152
		SP:Iteration 22Q (109963.480000 sec): 3 clusters
  Score: Raw -1663091.742570 + Penalty 3148.197282 = -1659943.545288
  nChanged 158
		SP:Iteration 23Q (109963.750000 sec): 3 clusters
  Score: Raw -1663150.002957 + Penalty 3148.197282 = -1660001.805675
  nChanged 145
		SP:Iteration 24Q (109964.100000 sec): 3 clusters
  Score: Raw -1663209.923911 + Penalty 3148.197282 = -1660061.726628
  nChanged 150
		SP:Iteration 25Q (109964.350000 sec): 3 clusters
  Score: Raw -1663270.456954 + Penalty 3148.197282 = -1660122.259672
  nChanged 157
		SP:Iteration 26Q (109964.660000 sec): 3 clusters
  Score: Raw -1663341.052443 + Penalty 3148.197282 = -1660192.855161
  nChanged 167
		SP:Iteration 27Q (109964.920000 sec): 3 clusters
  Score: Raw -1663422.766562 + Penalty 3148.197282 = -1660274.569279
  nChanged 166
		SP:Iteration 28Q (109965.200000 sec): 3 clusters
  Score: Raw -1663512.926214 + Penalty 3148.197282 = -1660364.728931
  nChanged 150
		SP:Iteration 29Q (109965.460000 sec): 3 clusters
  Score: Raw -1663597.467181 + Penalty 3148.197282 = -1660449.269898
  nChanged 139
		SP:Iteration 30Q (109965.680000 sec): 3 clusters
  Score: Raw -1663676.560415 + Penalty 3148.197282 = -1660528.363133
  nChanged 120
		SP:Iteration 31Q (109965.950000 sec): 3 clusters
  Score: Raw -1663746.218318 + Penalty 3148.197282 = -1660598.021036
  nChanged 107
		SP:Iteration 32Q (109966.210000 sec): 3 clusters
  Score: Raw -1663802.532113 + Penalty 3148.197282 = -1660654.334831
  nChanged 82
		SP:Iteration 33Q (109966.460000 sec): 3 clusters
  Score: Raw -1663842.796617 + Penalty 3148.197282 = -1660694.599335
  nChanged 63
		SP:Iteration 34Q (109966.750000 sec): 3 clusters
  Score: Raw -1663881.380525 + Penalty 3148.197282 = -1660733.183243
  nChanged 61
		SP:Iteration 35Q (109967.010000 sec): 3 clusters
  Score: Raw -1663912.204595 + Penalty 3148.197282 = -1660764.007313
  nChanged 46
		SP:Iteration 36Q (109967.250000 sec): 3 clusters
  Score: Raw -1663941.521428 + Penalty 3148.197282 = -1660793.324145
  nChanged 40
		SP:Iteration 37Q (109967.550000 sec): 3 clusters
  Score: Raw -1663971.777485 + Penalty 3148.197282 = -1660823.580202
  nChanged 36
		SP:Iteration 38Q (109967.800000 sec): 3 clusters
  Score: Raw -1663994.007816 + Penalty 3148.197282 = -1660845.810534
  nChanged 32
		SP:Iteration 39Q (109968.080000 sec): 3 clusters
  Score: Raw -1664015.885637 + Penalty 3148.197282 = -1660867.688354
  nChanged 18
		SP:Iteration 40F (109968.320000 sec): 3 clusters
  Score: Raw -1664031.932532 + Penalty 3148.197282 = -1660883.735249
  nChanged 16
		SP:Iteration 41Q (109968.510000 sec): 3 clusters
  Score: Raw -1664040.378489 + Penalty 3148.197282 = -1660892.181207
  nChanged 20
		SP:Iteration 42Q (109968.740000 sec): 3 clusters
  Score: Raw -1664051.825074 + Penalty 3148.197282 = -1660903.627792
  nChanged 18
		SP:Iteration 43Q (109969.000000 sec): 3 clusters
  Score: Raw -1664062.223064 + Penalty 3148.197282 = -1660914.025781
  nChanged 12
		SP:Iteration 44Q (109969.230000 sec): 3 clusters
  Score: Raw -1664070.693196 + Penalty 3148.197282 = -1660922.495914
  nChanged 13
		SP:Iteration 45Q (109969.480000 sec): 3 clusters
  Score: Raw -1664079.726427 + Penalty 3148.197282 = -1660931.529144
  nChanged 7
		SP:Iteration 46Q (109969.700000 sec): 3 clusters
  Score: Raw -1664084.601622 + Penalty 3148.197282 = -1660936.404340
  nChanged 7
		SP:Iteration 47Q (109969.920000 sec): 3 clusters
  Score: Raw -1664088.106119 + Penalty 3148.197282 = -1660939.908837
  nChanged 3
		SP:Iteration 48Q (109970.180000 sec): 3 clusters
  Score: Raw -1664089.307373 + Penalty 3148.197282 = -1660941.110090
  nChanged 3
		SP:Iteration 49Q (109970.460000 sec): 3 clusters
  Score: Raw -1664091.422191 + Penalty 3148.197282 = -1660943.224908
  nChanged 5
		SP:Iteration 50Q (109970.730000 sec): 3 clusters
  Score: Raw -1664094.563159 + Penalty 3148.197282 = -1660946.365877
  nChanged 3
		SP:Iteration 51Q (109970.940000 sec): 3 clusters
  Score: Raw -1664097.344605 + Penalty 3148.197282 = -1660949.147322
  nChanged 4
		SP:Iteration 52Q (109971.200000 sec): 3 clusters
  Score: Raw -1664098.795555 + Penalty 3148.197282 = -1660950.598273
  nChanged 0
		SP:Iteration 53F (109971.490000 sec): 3 clusters
  Score: Raw -1664098.795555 + Penalty 3148.197282 = -1660950.598273
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109971.620000 sec): 2 clusters
  Score: Raw -92630.395152 + Penalty 1102.657992 = -91527.737160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109971.820000 sec): 3 clusters
  Score: Raw -92350.723258 + Penalty 2205.315985 = -90145.407274
  nChanged 251
		SP:Iteration 1F (109971.970000 sec): 3 clusters
  Score: Raw -92583.632328 + Penalty 2205.315985 = -90378.316343
  nChanged 66
		SP:Iteration 2F (109972.200000 sec): 3 clusters
  Score: Raw -92666.109972 + Penalty 2205.315985 = -90460.793987
  nChanged 48
		SP:Iteration 3F (109972.380000 sec): 3 clusters
  Score: Raw -92752.072702 + Penalty 2205.315985 = -90546.756717
  nChanged 39
		SP:Iteration 4Q (109972.590000 sec): 3 clusters
  Score: Raw -92825.233685 + Penalty 2205.315985 = -90619.917701
  nChanged 27
		SP:Iteration 5Q (109972.740000 sec): 3 clusters
  Score: Raw -92881.418032 + Penalty 2205.315985 = -90676.102047
  nChanged 29
		SP:Iteration 6Q (109972.950000 sec): 3 clusters
  Score: Raw -92943.436448 + Penalty 2205.315985 = -90738.120463
  nChanged 24
		SP:Iteration 7Q (109973.160000 sec): 3 clusters
  Score: Raw -93013.057271 + Penalty 2205.315985 = -90807.741286
  nChanged 30
		SP:Iteration 8Q (109973.340000 sec): 3 clusters
  Score: Raw -93102.496616 + Penalty 2205.315985 = -90897.180632
  nChanged 33
		SP:Iteration 9Q (109973.520000 sec): 3 clusters
  Score: Raw -93161.800385 + Penalty 2205.315985 = -90956.484400
  nChanged 27
		SP:Iteration 10Q (109973.700000 sec): 3 clusters
  Score: Raw -93189.539082 + Penalty 2205.315985 = -90984.223097
  nChanged 15
		SP:Iteration 11Q (109973.870000 sec): 3 clusters
  Score: Raw -93215.413011 + Penalty 2205.315985 = -91010.097026
  nChanged 21
		SP:Iteration 12Q (109974.090000 sec): 3 clusters
  Score: Raw -93255.194340 + Penalty 2205.315985 = -91049.878355
  nChanged 21
		SP:Iteration 13Q (109974.310000 sec): 3 clusters
  Score: Raw -93289.688856 + Penalty 2205.315985 = -91084.372871
  nChanged 16
		SP:Iteration 14Q (109974.480000 sec): 3 clusters
  Score: Raw -93344.497977 + Penalty 2205.315985 = -91139.181992
  nChanged 12
		SP:Iteration 15Q (109974.640000 sec): 3 clusters
  Score: Raw -93368.708525 + Penalty 2205.315985 = -91163.392540
  nChanged 10
		SP:Iteration 16Q (109974.810000 sec): 3 clusters
  Score: Raw -93390.758403 + Penalty 2205.315985 = -91185.442418
  nChanged 14
		SP:Iteration 17Q (109974.970000 sec): 3 clusters
  Score: Raw -93429.687683 + Penalty 2205.315985 = -91224.371698
  nChanged 9
		SP:Iteration 18Q (109975.120000 sec): 3 clusters
  Score: Raw -93445.121379 + Penalty 2205.315985 = -91239.805395
  nChanged 7
		SP:Iteration 19Q (109975.310000 sec): 3 clusters
  Score: Raw -93458.487060 + Penalty 2205.315985 = -91253.171076
  nChanged 5
		SP:Iteration 20F (109975.480000 sec): 3 clusters
  Score: Raw -93463.947968 + Penalty 2205.315985 = -91258.631983
  nChanged 2
		SP:Iteration 21Q (109975.640000 sec): 3 clusters
  Score: Raw -93467.154481 + Penalty 2205.315985 = -91261.838496
  nChanged 4
		SP:Iteration 22Q (109975.840000 sec): 3 clusters
  Score: Raw -93473.733523 + Penalty 2205.315985 = -91268.417538
  nChanged 4
		SP:Iteration 23Q (109976.020000 sec): 3 clusters
  Score: Raw -93478.289682 + Penalty 2205.315985 = -91272.973697
  nChanged 1
		SP:Iteration 24Q (109976.170000 sec): 3 clusters
  Score: Raw -93479.038490 + Penalty 2205.315985 = -91273.722506
  nChanged 1
		SP:Iteration 25Q (109976.360000 sec): 3 clusters
  Score: Raw -93479.987121 + Penalty 2205.315985 = -91274.671136
  nChanged 0
		SP:Iteration 26F (109976.550000 sec): 3 clusters
  Score: Raw -93479.987121 + Penalty 2205.315985 = -91274.671136
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109976.690000 sec): 2 clusters
  Score: Raw -476737.709216 + Penalty 1389.916489 = -475347.792728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109976.900000 sec): 3 clusters
  Score: Raw -473994.020320 + Penalty 2779.832977 = -471214.187343
  nChanged 2173
		SP:Iteration 1F (109977.090000 sec): 3 clusters
  Score: Raw -475291.963090 + Penalty 2779.832977 = -472512.130112
  nChanged 472
		SP:Iteration 2F (109977.270000 sec): 3 clusters
  Score: Raw -475627.997370 + Penalty 2779.832977 = -472848.164393
  nChanged 359
		SP:Iteration 3F (109977.460000 sec): 3 clusters
  Score: Raw -475840.608197 + Penalty 2779.832977 = -473060.775219
  nChanged 238
		SP:Iteration 4Q (109977.680000 sec): 3 clusters
  Score: Raw -475973.503239 + Penalty 2779.832977 = -473193.670262
  nChanged 224
		SP:Iteration 5Q (109977.860000 sec): 3 clusters
  Score: Raw -476099.817027 + Penalty 2779.832977 = -473319.984050
  nChanged 195
		SP:Iteration 6Q (109978.090000 sec): 3 clusters
  Score: Raw -476200.739430 + Penalty 2779.832977 = -473420.906452
  nChanged 170
		SP:Iteration 7Q (109978.260000 sec): 3 clusters
  Score: Raw -476297.775495 + Penalty 2779.832977 = -473517.942517
  nChanged 159
		SP:Iteration 8Q (109978.450000 sec): 3 clusters
  Score: Raw -476378.271591 + Penalty 2779.832977 = -473598.438614
  nChanged 131
		SP:Iteration 9Q (109978.650000 sec): 3 clusters
  Score: Raw -476440.316854 + Penalty 2779.832977 = -473660.483876
  nChanged 134
		SP:Iteration 10Q (109978.820000 sec): 3 clusters
  Score: Raw -476502.357132 + Penalty 2779.832977 = -473722.524155
  nChanged 115
		SP:Iteration 11Q (109979.020000 sec): 3 clusters
  Score: Raw -476561.004114 + Penalty 2779.832977 = -473781.171136
  nChanged 118
		SP:Iteration 12Q (109979.220000 sec): 3 clusters
  Score: Raw -476623.764347 + Penalty 2779.832977 = -473843.931370
  nChanged 98
		SP:Iteration 13Q (109979.380000 sec): 3 clusters
  Score: Raw -476668.699984 + Penalty 2779.832977 = -473888.867006
  nChanged 96
		SP:Iteration 14Q (109979.560000 sec): 3 clusters
  Score: Raw -476708.914881 + Penalty 2779.832977 = -473929.081904
  nChanged 75
		SP:Iteration 15Q (109979.760000 sec): 3 clusters
  Score: Raw -476741.088754 + Penalty 2779.832977 = -473961.255776
  nChanged 73
		SP:Iteration 16Q (109979.930000 sec): 3 clusters
  Score: Raw -476780.657239 + Penalty 2779.832977 = -474000.824262
  nChanged 90
		SP:Iteration 17Q (109980.120000 sec): 3 clusters
  Score: Raw -476827.228184 + Penalty 2779.832977 = -474047.395206
  nChanged 94
		SP:Iteration 18Q (109980.300000 sec): 3 clusters
  Score: Raw -476873.050578 + Penalty 2779.832977 = -474093.217601
  nChanged 78
		SP:Iteration 19Q (109980.480000 sec): 3 clusters
  Score: Raw -476912.632885 + Penalty 2779.832977 = -474132.799907
  nChanged 65
		SP:Iteration 20F (109980.660000 sec): 3 clusters
  Score: Raw -476940.765210 + Penalty 2779.832977 = -474160.932233
  nChanged 52
		SP:Iteration 21Q (109980.860000 sec): 3 clusters
  Score: Raw -476954.939343 + Penalty 2779.832977 = -474175.106366
  nChanged 40
		SP:Iteration 22Q (109981.050000 sec): 3 clusters
  Score: Raw -476966.917196 + Penalty 2779.832977 = -474187.084218
  nChanged 37
		SP:Iteration 23Q (109981.210000 sec): 3 clusters
  Score: Raw -476975.671769 + Penalty 2779.832977 = -474195.838792
  nChanged 29
		SP:Iteration 24Q (109981.410000 sec): 3 clusters
  Score: Raw -476982.908479 + Penalty 2779.832977 = -474203.075501
  nChanged 21
		SP:Iteration 25Q (109981.600000 sec): 3 clusters
  Score: Raw -476991.580221 + Penalty 2779.832977 = -474211.747244
  nChanged 27
		SP:Iteration 26Q (109981.810000 sec): 3 clusters
  Score: Raw -477000.343370 + Penalty 2779.832977 = -474220.510392
  nChanged 18
		SP:Iteration 27Q (109982.010000 sec): 3 clusters
  Score: Raw -477004.931435 + Penalty 2779.832977 = -474225.098458
  nChanged 20
		SP:Iteration 28Q (109982.200000 sec): 3 clusters
  Score: Raw -477010.539740 + Penalty 2779.832977 = -474230.706763
  nChanged 23
		SP:Iteration 29Q (109982.390000 sec): 3 clusters
  Score: Raw -477017.919289 + Penalty 2779.832977 = -474238.086311
  nChanged 29
		SP:Iteration 30Q (109982.570000 sec): 3 clusters
  Score: Raw -477026.918185 + Penalty 2779.832977 = -474247.085207
  nChanged 21
		SP:Iteration 31Q (109982.760000 sec): 3 clusters
  Score: Raw -477032.420674 + Penalty 2779.832977 = -474252.587697
  nChanged 16
		SP:Iteration 32Q (109982.930000 sec): 3 clusters
  Score: Raw -477036.631655 + Penalty 2779.832977 = -474256.798677
  nChanged 14
		SP:Iteration 33Q (109983.140000 sec): 3 clusters
  Score: Raw -477040.027105 + Penalty 2779.832977 = -474260.194128
  nChanged 9
		SP:Iteration 34Q (109983.320000 sec): 3 clusters
  Score: Raw -477042.298957 + Penalty 2779.832977 = -474262.465979
  nChanged 12
		SP:Iteration 35Q (109983.520000 sec): 3 clusters
  Score: Raw -477044.574884 + Penalty 2779.832977 = -474264.741907
  nChanged 10
		SP:Iteration 36Q (109983.740000 sec): 3 clusters
  Score: Raw -477047.582465 + Penalty 2779.832977 = -474267.749488
  nChanged 9
		SP:Iteration 37Q (109983.940000 sec): 3 clusters
  Score: Raw -477049.771668 + Penalty 2779.832977 = -474269.938691
  nChanged 18
		SP:Iteration 38Q (109984.140000 sec): 3 clusters
  Score: Raw -477054.726575 + Penalty 2779.832977 = -474274.893598
  nChanged 14
		SP:Iteration 39Q (109984.360000 sec): 3 clusters
  Score: Raw -477059.353661 + Penalty 2779.832977 = -474279.520683
  nChanged 21
		SP:Iteration 40F (109984.570000 sec): 3 clusters
  Score: Raw -477068.919029 + Penalty 2779.832977 = -474289.086051
  nChanged 29
		SP:Iteration 41Q (109984.750000 sec): 3 clusters
  Score: Raw -477080.215971 + Penalty 2779.832977 = -474300.382993
  nChanged 22
		SP:Iteration 42Q (109984.950000 sec): 3 clusters
  Score: Raw -477088.352325 + Penalty 2779.832977 = -474308.519347
  nChanged 23
		SP:Iteration 43Q (109985.180000 sec): 3 clusters
  Score: Raw -477096.310437 + Penalty 2779.832977 = -474316.477459
  nChanged 16
		SP:Iteration 44Q (109985.380000 sec): 3 clusters
  Score: Raw -477102.020036 + Penalty 2779.832977 = -474322.187059
  nChanged 22
		SP:Iteration 45Q (109985.610000 sec): 3 clusters
  Score: Raw -477111.406392 + Penalty 2779.832977 = -474331.573414
  nChanged 19
		SP:Iteration 46Q (109985.840000 sec): 3 clusters
  Score: Raw -477119.876809 + Penalty 2779.832977 = -474340.043832
  nChanged 23
		SP:Iteration 47Q (109986.070000 sec): 3 clusters
  Score: Raw -477128.095870 + Penalty 2779.832977 = -474348.262893
  nChanged 17
		SP:Iteration 48Q (109986.280000 sec): 3 clusters
  Score: Raw -477135.147788 + Penalty 2779.832977 = -474355.314811
  nChanged 20
		SP:Iteration 49Q (109986.520000 sec): 3 clusters
  Score: Raw -477142.395123 + Penalty 2779.832977 = -474362.562145
  nChanged 19
		SP:Iteration 50Q (109986.680000 sec): 3 clusters
  Score: Raw -477149.060217 + Penalty 2779.832977 = -474369.227239
  nChanged 19
		SP:Iteration 51Q (109986.900000 sec): 3 clusters
  Score: Raw -477155.038868 + Penalty 2779.832977 = -474375.205891
  nChanged 12
		SP:Iteration 52Q (109987.080000 sec): 3 clusters
  Score: Raw -477158.434293 + Penalty 2779.832977 = -474378.601316
  nChanged 9
		SP:Iteration 53Q (109987.300000 sec): 3 clusters
  Score: Raw -477161.594895 + Penalty 2779.832977 = -474381.761918
  nChanged 10
		SP:Iteration 54Q (109987.520000 sec): 3 clusters
  Score: Raw -477165.477935 + Penalty 2779.832977 = -474385.644957
  nChanged 8
		SP:Iteration 55Q (109987.710000 sec): 3 clusters
  Score: Raw -477169.401489 + Penalty 2779.832977 = -474389.568512
  nChanged 9
		SP:Iteration 56Q (109987.900000 sec): 3 clusters
  Score: Raw -477172.089001 + Penalty 2779.832977 = -474392.256024
  nChanged 5
		SP:Iteration 57Q (109988.060000 sec): 3 clusters
  Score: Raw -477173.454537 + Penalty 2779.832977 = -474393.621559
  nChanged 5
		SP:Iteration 58Q (109988.250000 sec): 3 clusters
  Score: Raw -477174.831320 + Penalty 2779.832977 = -474394.998343
  nChanged 4
		SP:Iteration 59Q (109988.440000 sec): 3 clusters
  Score: Raw -477176.059536 + Penalty 2779.832977 = -474396.226558
  nChanged 6
		SP:Iteration 60F (109988.610000 sec): 3 clusters
  Score: Raw -477178.929974 + Penalty 2779.832977 = -474399.096996
  nChanged 7
		SP:Iteration 61Q (109988.820000 sec): 3 clusters
  Score: Raw -477181.378390 + Penalty 2779.832977 = -474401.545413
  nChanged 2
		SP:Iteration 62Q (109989.040000 sec): 3 clusters
  Score: Raw -477181.730973 + Penalty 2779.832977 = -474401.897996
  nChanged 2
		SP:Iteration 63Q (109989.270000 sec): 3 clusters
  Score: Raw -477182.183306 + Penalty 2779.832977 = -474402.350329
  nChanged 1
		SP:Iteration 64Q (109989.480000 sec): 3 clusters
  Score: Raw -477182.977772 + Penalty 2779.832977 = -474403.144794
  nChanged 4
		SP:Iteration 65Q (109989.660000 sec): 3 clusters
  Score: Raw -477184.538402 + Penalty 2779.832977 = -474404.705425
  nChanged 3
		SP:Iteration 66Q (109989.850000 sec): 3 clusters
  Score: Raw -477185.318908 + Penalty 2779.832977 = -474405.485931
  nChanged 4
		SP:Iteration 67Q (109990.060000 sec): 3 clusters
  Score: Raw -477187.299712 + Penalty 2779.832977 = -474407.466734
  nChanged 5
		SP:Iteration 68Q (109990.260000 sec): 3 clusters
  Score: Raw -477188.896602 + Penalty 2779.832977 = -474409.063625
  nChanged 6
		SP:Iteration 69Q (109990.490000 sec): 3 clusters
  Score: Raw -477191.312065 + Penalty 2779.832977 = -474411.479087
  nChanged 6
		SP:Iteration 70Q (109990.690000 sec): 3 clusters
  Score: Raw -477196.919333 + Penalty 2779.832977 = -474417.086356
  nChanged 6
		SP:Iteration 71Q (109990.890000 sec): 3 clusters
  Score: Raw -477200.262956 + Penalty 2779.832977 = -474420.429979
  nChanged 10
		SP:Iteration 72Q (109991.090000 sec): 3 clusters
  Score: Raw -477203.657850 + Penalty 2779.832977 = -474423.824873
  nChanged 0
		SP:Iteration 73F (109991.280000 sec): 3 clusters
  Score: Raw -477203.657850 + Penalty 2779.832977 = -474423.824873
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109991.440000 sec): 2 clusters
  Score: Raw -611144.926508 + Penalty 1411.352601 = -609733.573906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109991.670000 sec): 3 clusters
  Score: Raw -607952.755462 + Penalty 2822.705202 = -605130.050260
  nChanged 2479
		SP:Iteration 1F (109991.840000 sec): 3 clusters
  Score: Raw -609283.496769 + Penalty 2822.705202 = -606460.791567
  nChanged 467
		SP:Iteration 2F (109992.020000 sec): 3 clusters
  Score: Raw -609528.149962 + Penalty 2822.705202 = -606705.444760
  nChanged 344
		SP:Iteration 3F (109992.230000 sec): 3 clusters
  Score: Raw -609704.961146 + Penalty 2822.705202 = -606882.255944
  nChanged 321
		SP:Iteration 4F (109992.460000 sec): 3 clusters
  Score: Raw -609892.555227 + Penalty 2822.705202 = -607069.850024
  nChanged 303
		SP:Iteration 5F (109992.640000 sec): 3 clusters
  Score: Raw -610075.800265 + Penalty 2822.705202 = -607253.095063
  nChanged 293
		SP:Iteration 6Q (109992.830000 sec): 3 clusters
  Score: Raw -610275.579733 + Penalty 2822.705202 = -607452.874531
  nChanged 321
		SP:Iteration 7F (109993.010000 sec): 3 clusters
  Score: Raw -610524.313110 + Penalty 2822.705202 = -607701.607907
  nChanged 316
		SP:Iteration 8F (109993.230000 sec): 3 clusters
  Score: Raw -610781.398535 + Penalty 2822.705202 = -607958.693333
  nChanged 258
		SP:Iteration 9Q (109993.390000 sec): 3 clusters
  Score: Raw -611002.906668 + Penalty 2822.705202 = -608180.201465
  nChanged 182
		SP:Iteration 10Q (109993.580000 sec): 3 clusters
  Score: Raw -611139.505070 + Penalty 2822.705202 = -608316.799868
  nChanged 133
		SP:Iteration 11Q (109993.780000 sec): 3 clusters
  Score: Raw -611236.829636 + Penalty 2822.705202 = -608414.124434
  nChanged 101
		SP:Iteration 12Q (109993.960000 sec): 3 clusters
  Score: Raw -611316.988006 + Penalty 2822.705202 = -608494.282804
  nChanged 58
		SP:Iteration 13Q (109994.140000 sec): 3 clusters
  Score: Raw -611359.368392 + Penalty 2822.705202 = -608536.663190
  nChanged 33
		SP:Iteration 14Q (109994.360000 sec): 3 clusters
  Score: Raw -611377.694682 + Penalty 2822.705202 = -608554.989480
  nChanged 18
		SP:Iteration 15Q (109994.540000 sec): 3 clusters
  Score: Raw -611389.175363 + Penalty 2822.705202 = -608566.470160
  nChanged 18
		SP:Iteration 16Q (109994.710000 sec): 3 clusters
  Score: Raw -611401.808811 + Penalty 2822.705202 = -608579.103608
  nChanged 15
		SP:Iteration 17Q (109994.940000 sec): 3 clusters
  Score: Raw -611410.079386 + Penalty 2822.705202 = -608587.374184
  nChanged 4
		SP:Iteration 18Q (109995.060000 sec): 3 clusters
  Score: Raw -611412.557678 + Penalty 2822.705202 = -608589.852475
  nChanged 4
		SP:Iteration 19Q (109995.270000 sec): 3 clusters
  Score: Raw -611415.798663 + Penalty 2822.705202 = -608593.093461
  nChanged 6
		SP:Iteration 20F (109995.460000 sec): 3 clusters
  Score: Raw -611419.135983 + Penalty 2822.705202 = -608596.430781
  nChanged 6
		SP:Iteration 21Q (109995.640000 sec): 3 clusters
  Score: Raw -611423.752172 + Penalty 2822.705202 = -608601.046969
  nChanged 12
		SP:Iteration 22Q (109995.810000 sec): 3 clusters
  Score: Raw -611433.226319 + Penalty 2822.705202 = -608610.521116
  nChanged 9
		SP:Iteration 23Q (109996.010000 sec): 3 clusters
  Score: Raw -611440.252931 + Penalty 2822.705202 = -608617.547729
  nChanged 5
		SP:Iteration 24Q (109996.190000 sec): 3 clusters
  Score: Raw -611443.003011 + Penalty 2822.705202 = -608620.297809
  nChanged 6
		SP:Iteration 25Q (109996.390000 sec): 3 clusters
  Score: Raw -611445.452092 + Penalty 2822.705202 = -608622.746890
  nChanged 2
		SP:Iteration 26Q (109996.580000 sec): 3 clusters
  Score: Raw -611447.466237 + Penalty 2822.705202 = -608624.761035
  nChanged 4
		SP:Iteration 27Q (109996.800000 sec): 3 clusters
  Score: Raw -611451.902689 + Penalty 2822.705202 = -608629.197487
  nChanged 3
		SP:Iteration 28Q (109996.990000 sec): 3 clusters
  Score: Raw -611453.810383 + Penalty 2822.705202 = -608631.105181
  nChanged 2
		SP:Iteration 29Q (109997.160000 sec): 3 clusters
  Score: Raw -611455.621776 + Penalty 2822.705202 = -608632.916573
  nChanged 5
		SP:Iteration 30Q (109997.350000 sec): 3 clusters
  Score: Raw -611459.406316 + Penalty 2822.705202 = -608636.701113
  nChanged 6
		SP:Iteration 31Q (109997.560000 sec): 3 clusters
  Score: Raw -611463.676238 + Penalty 2822.705202 = -608640.971036
  nChanged 2
		SP:Iteration 32Q (109997.750000 sec): 3 clusters
  Score: Raw -611465.647422 + Penalty 2822.705202 = -608642.942219
  nChanged 2
		SP:Iteration 33Q (109997.950000 sec): 3 clusters
  Score: Raw -611467.195360 + Penalty 2822.705202 = -608644.490158
  nChanged 1
		SP:Iteration 34Q (109998.120000 sec): 3 clusters
  Score: Raw -611468.206829 + Penalty 2822.705202 = -608645.501627
  nChanged 3
		SP:Iteration 35Q (109998.330000 sec): 3 clusters
  Score: Raw -611468.971252 + Penalty 2822.705202 = -608646.266050
  nChanged 0
		SP:Iteration 36F (109998.490000 sec): 3 clusters
  Score: Raw -611468.971252 + Penalty 2822.705202 = -608646.266050
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (109998.600000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (109998.790000 sec): 3 clusters
  Score: Raw -49467.239721 + Penalty 2003.077311 = -47464.162410
  nChanged 105
		SP:Iteration 1F (109998.960000 sec): 3 clusters
  Score: Raw -49607.245698 + Penalty 2003.077311 = -47604.168387
  nChanged 27
		SP:Iteration 2F (109999.110000 sec): 3 clusters
  Score: Raw -49644.996837 + Penalty 2003.077311 = -47641.919526
  nChanged 13
		SP:Iteration 3Q (109999.280000 sec): 3 clusters
  Score: Raw -49666.135985 + Penalty 2003.077311 = -47663.058673
  nChanged 3
		SP:Iteration 4Q (109999.410000 sec): 3 clusters
  Score: Raw -49669.318602 + Penalty 2003.077311 = -47666.241291
  nChanged 1
		SP:Iteration 5Q (109999.600000 sec): 3 clusters
  Score: Raw -49670.056849 + Penalty 2003.077311 = -47666.979538
  nChanged 1
		SP:Iteration 6Q (109999.750000 sec): 3 clusters
  Score: Raw -49672.668532 + Penalty 2003.077311 = -47669.591220
  nChanged 0
		SP:Iteration 7F (109999.910000 sec): 3 clusters
  Score: Raw -49672.668532 + Penalty 2003.077311 = -47669.591220
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110000.060000 sec): 2 clusters
  Score: Raw -414768.347039 + Penalty 1351.080631 = -413417.266408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110000.270000 sec): 3 clusters
  Score: Raw -412749.671280 + Penalty 2702.161262 = -410047.510018
  nChanged 1589
		SP:Iteration 1F (110000.450000 sec): 3 clusters
  Score: Raw -413692.110454 + Penalty 2702.161262 = -410989.949192
  nChanged 324
		SP:Iteration 2F (110000.620000 sec): 3 clusters
  Score: Raw -413931.023157 + Penalty 2702.161262 = -411228.861896
  nChanged 264
		SP:Iteration 3F (110000.830000 sec): 3 clusters
  Score: Raw -414127.033366 + Penalty 2702.161262 = -411424.872105
  nChanged 244
		SP:Iteration 4F (110001.010000 sec): 3 clusters
  Score: Raw -414314.891285 + Penalty 2702.161262 = -411612.730023
  nChanged 215
		SP:Iteration 5F (110001.190000 sec): 3 clusters
  Score: Raw -414472.675026 + Penalty 2702.161262 = -411770.513764
  nChanged 199
		SP:Iteration 6Q (110001.360000 sec): 3 clusters
  Score: Raw -414608.460817 + Penalty 2702.161262 = -411906.299555
  nChanged 149
		SP:Iteration 7Q (110001.570000 sec): 3 clusters
  Score: Raw -414707.203769 + Penalty 2702.161262 = -412005.042508
  nChanged 122
		SP:Iteration 8Q (110001.780000 sec): 3 clusters
  Score: Raw -414780.251338 + Penalty 2702.161262 = -412078.090076
  nChanged 101
		SP:Iteration 9Q (110001.970000 sec): 3 clusters
  Score: Raw -414837.786154 + Penalty 2702.161262 = -412135.624892
  nChanged 74
		SP:Iteration 10Q (110002.180000 sec): 3 clusters
  Score: Raw -414892.672703 + Penalty 2702.161262 = -412190.511441
  nChanged 60
		SP:Iteration 11Q (110002.320000 sec): 3 clusters
  Score: Raw -414933.161171 + Penalty 2702.161262 = -412230.999910
  nChanged 59
		SP:Iteration 12Q (110002.520000 sec): 3 clusters
  Score: Raw -414967.345436 + Penalty 2702.161262 = -412265.184174
  nChanged 49
		SP:Iteration 13Q (110002.750000 sec): 3 clusters
  Score: Raw -415000.391409 + Penalty 2702.161262 = -412298.230148
  nChanged 47
		SP:Iteration 14Q (110002.920000 sec): 3 clusters
  Score: Raw -415028.919329 + Penalty 2702.161262 = -412326.758068
  nChanged 46
		SP:Iteration 15Q (110003.140000 sec): 3 clusters
  Score: Raw -415057.884308 + Penalty 2702.161262 = -412355.723047
  nChanged 43
		SP:Iteration 16Q (110003.300000 sec): 3 clusters
  Score: Raw -415088.173497 + Penalty 2702.161262 = -412386.012236
  nChanged 38
		SP:Iteration 17Q (110003.480000 sec): 3 clusters
  Score: Raw -415108.908378 + Penalty 2702.161262 = -412406.747117
  nChanged 35
		SP:Iteration 18Q (110003.640000 sec): 3 clusters
  Score: Raw -415124.972273 + Penalty 2702.161262 = -412422.811012
  nChanged 23
		SP:Iteration 19Q (110003.840000 sec): 3 clusters
  Score: Raw -415138.023146 + Penalty 2702.161262 = -412435.861885
  nChanged 17
		SP:Iteration 20F (110004.030000 sec): 3 clusters
  Score: Raw -415144.780368 + Penalty 2702.161262 = -412442.619107
  nChanged 16
		SP:Iteration 21Q (110004.210000 sec): 3 clusters
  Score: Raw -415154.847286 + Penalty 2702.161262 = -412452.686025
  nChanged 18
		SP:Iteration 22Q (110004.410000 sec): 3 clusters
  Score: Raw -415161.615035 + Penalty 2702.161262 = -412459.453773
  nChanged 14
		SP:Iteration 23Q (110004.610000 sec): 3 clusters
  Score: Raw -415169.540364 + Penalty 2702.161262 = -412467.379103
  nChanged 20
		SP:Iteration 24Q (110004.810000 sec): 3 clusters
  Score: Raw -415178.078045 + Penalty 2702.161262 = -412475.916783
  nChanged 16
		SP:Iteration 25Q (110005.020000 sec): 3 clusters
  Score: Raw -415185.000223 + Penalty 2702.161262 = -412482.838962
  nChanged 11
		SP:Iteration 26Q (110005.230000 sec): 3 clusters
  Score: Raw -415190.445626 + Penalty 2702.161262 = -412488.284364
  nChanged 6
		SP:Iteration 27Q (110005.420000 sec): 3 clusters
  Score: Raw -415192.472739 + Penalty 2702.161262 = -412490.311478
  nChanged 1
		SP:Iteration 28Q (110005.570000 sec): 3 clusters
  Score: Raw -415192.697158 + Penalty 2702.161262 = -412490.535897
  nChanged 0
		SP:Iteration 29F (110005.780000 sec): 3 clusters
  Score: Raw -415192.697158 + Penalty 2702.161262 = -412490.535897
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110005.860000 sec): 2 clusters
  Score: Raw -292716.774559 + Penalty 1293.892548 = -291422.882011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110006.120000 sec): 3 clusters
  Score: Raw -291405.031374 + Penalty 2587.785096 = -288817.246278
  nChanged 1096
		SP:Iteration 1F (110006.320000 sec): 3 clusters
  Score: Raw -292018.894248 + Penalty 2587.785096 = -289431.109152
  nChanged 200
		SP:Iteration 2F (110006.490000 sec): 3 clusters
  Score: Raw -292137.071334 + Penalty 2587.785096 = -289549.286238
  nChanged 135
		SP:Iteration 3Q (110006.690000 sec): 3 clusters
  Score: Raw -292215.320369 + Penalty 2587.785096 = -289627.535273
  nChanged 97
		SP:Iteration 4Q (110006.920000 sec): 3 clusters
  Score: Raw -292262.804867 + Penalty 2587.785096 = -289675.019771
  nChanged 68
		SP:Iteration 5Q (110007.110000 sec): 3 clusters
  Score: Raw -292291.559665 + Penalty 2587.785096 = -289703.774569
  nChanged 72
		SP:Iteration 6Q (110007.340000 sec): 3 clusters
  Score: Raw -292325.304414 + Penalty 2587.785096 = -289737.519318
  nChanged 52
		SP:Iteration 7Q (110007.530000 sec): 3 clusters
  Score: Raw -292349.461209 + Penalty 2587.785096 = -289761.676113
  nChanged 60
		SP:Iteration 8Q (110007.720000 sec): 3 clusters
  Score: Raw -292377.879126 + Penalty 2587.785096 = -289790.094030
  nChanged 48
		SP:Iteration 9Q (110007.900000 sec): 3 clusters
  Score: Raw -292400.797980 + Penalty 2587.785096 = -289813.012884
  nChanged 47
		SP:Iteration 10Q (110008.100000 sec): 3 clusters
  Score: Raw -292423.626288 + Penalty 2587.785096 = -289835.841192
  nChanged 52
		SP:Iteration 11Q (110008.290000 sec): 3 clusters
  Score: Raw -292452.027856 + Penalty 2587.785096 = -289864.242759
  nChanged 58
		SP:Iteration 12Q (110008.440000 sec): 3 clusters
  Score: Raw -292480.657618 + Penalty 2587.785096 = -289892.872522
  nChanged 61
		SP:Iteration 13Q (110008.610000 sec): 3 clusters
  Score: Raw -292510.351268 + Penalty 2587.785096 = -289922.566172
  nChanged 57
		SP:Iteration 14Q (110008.830000 sec): 3 clusters
  Score: Raw -292539.370286 + Penalty 2587.785096 = -289951.585190
  nChanged 47
		SP:Iteration 15Q (110009.000000 sec): 3 clusters
  Score: Raw -292563.720508 + Penalty 2587.785096 = -289975.935412
  nChanged 41
		SP:Iteration 16Q (110009.190000 sec): 3 clusters
  Score: Raw -292586.315907 + Penalty 2587.785096 = -289998.530811
  nChanged 50
		SP:Iteration 17Q (110009.360000 sec): 3 clusters
  Score: Raw -292615.139009 + Penalty 2587.785096 = -290027.353913
  nChanged 47
		SP:Iteration 18Q (110009.540000 sec): 3 clusters
  Score: Raw -292641.872957 + Penalty 2587.785096 = -290054.087861
  nChanged 44
		SP:Iteration 19Q (110009.740000 sec): 3 clusters
  Score: Raw -292663.979604 + Penalty 2587.785096 = -290076.194508
  nChanged 45
		SP:Iteration 20F (110009.900000 sec): 3 clusters
  Score: Raw -292689.142014 + Penalty 2587.785096 = -290101.356918
  nChanged 36
		SP:Iteration 21Q (110010.120000 sec): 3 clusters
  Score: Raw -292709.863603 + Penalty 2587.785096 = -290122.078507
  nChanged 26
		SP:Iteration 22Q (110010.310000 sec): 3 clusters
  Score: Raw -292725.691689 + Penalty 2587.785096 = -290137.906593
  nChanged 30
		SP:Iteration 23Q (110010.500000 sec): 3 clusters
  Score: Raw -292746.542694 + Penalty 2587.785096 = -290158.757598
  nChanged 28
		SP:Iteration 24Q (110010.710000 sec): 3 clusters
  Score: Raw -292763.810736 + Penalty 2587.785096 = -290176.025640
  nChanged 21
		SP:Iteration 25Q (110010.890000 sec): 3 clusters
  Score: Raw -292777.468373 + Penalty 2587.785096 = -290189.683277
  nChanged 12
		SP:Iteration 26Q (110011.030000 sec): 3 clusters
  Score: Raw -292785.813907 + Penalty 2587.785096 = -290198.028811
  nChanged 11
		SP:Iteration 27Q (110011.280000 sec): 3 clusters
  Score: Raw -292794.767094 + Penalty 2587.785096 = -290206.981998
  nChanged 14
		SP:Iteration 28Q (110011.450000 sec): 3 clusters
  Score: Raw -292802.840398 + Penalty 2587.785096 = -290215.055302
  nChanged 10
		SP:Iteration 29Q (110011.640000 sec): 3 clusters
  Score: Raw -292809.917751 + Penalty 2587.785096 = -290222.132655
  nChanged 8
		SP:Iteration 30Q (110011.830000 sec): 3 clusters
  Score: Raw -292814.385370 + Penalty 2587.785096 = -290226.600274
  nChanged 7
		SP:Iteration 31Q (110011.990000 sec): 3 clusters
  Score: Raw -292818.151109 + Penalty 2587.785096 = -290230.366013
  nChanged 6
		SP:Iteration 32Q (110012.190000 sec): 3 clusters
  Score: Raw -292821.158190 + Penalty 2587.785096 = -290233.373094
  nChanged 4
		SP:Iteration 33Q (110012.360000 sec): 3 clusters
  Score: Raw -292823.375625 + Penalty 2587.785096 = -290235.590529
  nChanged 4
		SP:Iteration 34Q (110012.610000 sec): 3 clusters
  Score: Raw -292825.438770 + Penalty 2587.785096 = -290237.653674
  nChanged 4
		SP:Iteration 35Q (110012.760000 sec): 3 clusters
  Score: Raw -292827.357641 + Penalty 2587.785096 = -290239.572545
  nChanged 3
		SP:Iteration 36Q (110013.000000 sec): 3 clusters
  Score: Raw -292829.223284 + Penalty 2587.785096 = -290241.438188
  nChanged 5
		SP:Iteration 37Q (110013.170000 sec): 3 clusters
  Score: Raw -292831.766512 + Penalty 2587.785096 = -290243.981416
  nChanged 2
		SP:Iteration 38Q (110013.350000 sec): 3 clusters
  Score: Raw -292832.977431 + Penalty 2587.785096 = -290245.192335
  nChanged 3
		SP:Iteration 39Q (110013.510000 sec): 3 clusters
  Score: Raw -292834.004044 + Penalty 2587.785096 = -290246.218948
  nChanged 2
		SP:Iteration 40F (110013.710000 sec): 3 clusters
  Score: Raw -292835.093898 + Penalty 2587.785096 = -290247.308802
  nChanged 1
		SP:Iteration 41Q (110013.890000 sec): 3 clusters
  Score: Raw -292835.475886 + Penalty 2587.785096 = -290247.690790
  nChanged 1
		SP:Iteration 42Q (110014.070000 sec): 3 clusters
  Score: Raw -292835.852459 + Penalty 2587.785096 = -290248.067363
  nChanged 1
		SP:Iteration 43Q (110014.290000 sec): 3 clusters
  Score: Raw -292836.031843 + Penalty 2587.785096 = -290248.246747
  nChanged 0
		SP:Iteration 44F (110014.540000 sec): 3 clusters
  Score: Raw -292836.031843 + Penalty 2587.785096 = -290248.246747
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110014.620000 sec): 2 clusters
  Score: Raw -649835.256219 + Penalty 1438.627748 = -648396.628470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110014.850000 sec): 3 clusters
  Score: Raw -646106.468914 + Penalty 2877.255497 = -643229.213417
  nChanged 2875
		SP:Iteration 1F (110015.070000 sec): 3 clusters
  Score: Raw -647950.328417 + Penalty 2877.255497 = -645073.072920
  nChanged 610
		SP:Iteration 2F (110015.270000 sec): 3 clusters
  Score: Raw -648476.238326 + Penalty 2877.255497 = -645598.982829
  nChanged 494
		SP:Iteration 3F (110015.460000 sec): 3 clusters
  Score: Raw -648862.279029 + Penalty 2877.255497 = -645985.023532
  nChanged 393
		SP:Iteration 4F (110015.660000 sec): 3 clusters
  Score: Raw -649147.778551 + Penalty 2877.255497 = -646270.523054
  nChanged 344
		SP:Iteration 5Q (110015.910000 sec): 3 clusters
  Score: Raw -649404.741109 + Penalty 2877.255497 = -646527.485612
  nChanged 336
		SP:Iteration 6Q (110016.170000 sec): 3 clusters
  Score: Raw -649656.116841 + Penalty 2877.255497 = -646778.861345
  nChanged 301
		SP:Iteration 7Q (110016.380000 sec): 3 clusters
  Score: Raw -649861.897826 + Penalty 2877.255497 = -646984.642329
  nChanged 266
		SP:Iteration 8Q (110016.610000 sec): 3 clusters
  Score: Raw -650006.212096 + Penalty 2877.255497 = -647128.956599
  nChanged 189
		SP:Iteration 9Q (110016.810000 sec): 3 clusters
  Score: Raw -650091.520389 + Penalty 2877.255497 = -647214.264892
  nChanged 123
		SP:Iteration 10Q (110017.060000 sec): 3 clusters
  Score: Raw -650144.197066 + Penalty 2877.255497 = -647266.941569
  nChanged 111
		SP:Iteration 11Q (110017.300000 sec): 3 clusters
  Score: Raw -650189.788184 + Penalty 2877.255497 = -647312.532688
  nChanged 96
		SP:Iteration 12Q (110017.530000 sec): 3 clusters
  Score: Raw -650226.656298 + Penalty 2877.255497 = -647349.400802
  nChanged 81
		SP:Iteration 13Q (110017.730000 sec): 3 clusters
  Score: Raw -650258.756104 + Penalty 2877.255497 = -647381.500607
  nChanged 70
		SP:Iteration 14Q (110017.960000 sec): 3 clusters
  Score: Raw -650289.026746 + Penalty 2877.255497 = -647411.771250
  nChanged 70
		SP:Iteration 15Q (110018.160000 sec): 3 clusters
  Score: Raw -650311.581509 + Penalty 2877.255497 = -647434.326012
  nChanged 52
		SP:Iteration 16Q (110018.370000 sec): 3 clusters
  Score: Raw -650325.609527 + Penalty 2877.255497 = -647448.354030
  nChanged 38
		SP:Iteration 17Q (110018.600000 sec): 3 clusters
  Score: Raw -650333.366800 + Penalty 2877.255497 = -647456.111303
  nChanged 32
		SP:Iteration 18Q (110018.800000 sec): 3 clusters
  Score: Raw -650339.064791 + Penalty 2877.255497 = -647461.809294
  nChanged 34
		SP:Iteration 19Q (110019.010000 sec): 3 clusters
  Score: Raw -650345.129301 + Penalty 2877.255497 = -647467.873805
  nChanged 29
		SP:Iteration 20F (110019.200000 sec): 3 clusters
  Score: Raw -650350.484522 + Penalty 2877.255497 = -647473.229025
  nChanged 15
		SP:Iteration 21Q (110019.410000 sec): 3 clusters
  Score: Raw -650352.896798 + Penalty 2877.255497 = -647475.641302
  nChanged 17
		SP:Iteration 22Q (110019.580000 sec): 3 clusters
  Score: Raw -650356.518655 + Penalty 2877.255497 = -647479.263158
  nChanged 18
		SP:Iteration 23Q (110019.800000 sec): 3 clusters
  Score: Raw -650359.503176 + Penalty 2877.255497 = -647482.247679
  nChanged 15
		SP:Iteration 24Q (110020.000000 sec): 3 clusters
  Score: Raw -650361.543741 + Penalty 2877.255497 = -647484.288244
  nChanged 10
		SP:Iteration 25Q (110020.220000 sec): 3 clusters
  Score: Raw -650362.858604 + Penalty 2877.255497 = -647485.603107
  nChanged 5
		SP:Iteration 26Q (110020.410000 sec): 3 clusters
  Score: Raw -650363.554589 + Penalty 2877.255497 = -647486.299093
  nChanged 8
		SP:Iteration 27Q (110020.610000 sec): 3 clusters
  Score: Raw -650364.546030 + Penalty 2877.255497 = -647487.290534
  nChanged 5
		SP:Iteration 28Q (110020.830000 sec): 3 clusters
  Score: Raw -650365.332788 + Penalty 2877.255497 = -647488.077292
  nChanged 2
		SP:Iteration 29Q (110021.030000 sec): 3 clusters
  Score: Raw -650365.488146 + Penalty 2877.255497 = -647488.232650
  nChanged 1
		SP:Iteration 30Q (110021.250000 sec): 3 clusters
  Score: Raw -650365.620526 + Penalty 2877.255497 = -647488.365029
  nChanged 1
		SP:Iteration 31Q (110021.440000 sec): 3 clusters
  Score: Raw -650365.659002 + Penalty 2877.255497 = -647488.403505
  nChanged 0
		SP:Iteration 32F (110021.640000 sec): 3 clusters
  Score: Raw -650365.659002 + Penalty 2877.255497 = -647488.403505
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110021.740000 sec): 2 clusters
  Score: Raw -140245.362896 + Penalty 1166.885070 = -139078.477826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110021.970000 sec): 3 clusters
  Score: Raw -139749.464941 + Penalty 2333.770140 = -137415.694801
  nChanged 426
		SP:Iteration 1F (110022.140000 sec): 3 clusters
  Score: Raw -140044.201926 + Penalty 2333.770140 = -137710.431787
  nChanged 99
		SP:Iteration 2F (110022.310000 sec): 3 clusters
  Score: Raw -140123.440308 + Penalty 2333.770140 = -137789.670168
  nChanged 50
		SP:Iteration 3Q (110022.510000 sec): 3 clusters
  Score: Raw -140166.868129 + Penalty 2333.770140 = -137833.097989
  nChanged 31
		SP:Iteration 4Q (110022.680000 sec): 3 clusters
  Score: Raw -140191.453280 + Penalty 2333.770140 = -137857.683140
  nChanged 29
		SP:Iteration 5Q (110022.820000 sec): 3 clusters
  Score: Raw -140217.940867 + Penalty 2333.770140 = -137884.170728
  nChanged 26
		SP:Iteration 6Q (110023.010000 sec): 3 clusters
  Score: Raw -140237.687594 + Penalty 2333.770140 = -137903.917454
  nChanged 15
		SP:Iteration 7Q (110023.210000 sec): 3 clusters
  Score: Raw -140248.683847 + Penalty 2333.770140 = -137914.913707
  nChanged 13
		SP:Iteration 8Q (110023.380000 sec): 3 clusters
  Score: Raw -140257.318804 + Penalty 2333.770140 = -137923.548664
  nChanged 16
		SP:Iteration 9Q (110023.540000 sec): 3 clusters
  Score: Raw -140267.899985 + Penalty 2333.770140 = -137934.129845
  nChanged 11
		SP:Iteration 10Q (110023.750000 sec): 3 clusters
  Score: Raw -140274.134600 + Penalty 2333.770140 = -137940.364460
  nChanged 9
		SP:Iteration 11Q (110023.890000 sec): 3 clusters
  Score: Raw -140280.664207 + Penalty 2333.770140 = -137946.894067
  nChanged 10
		SP:Iteration 12Q (110024.070000 sec): 3 clusters
  Score: Raw -140290.272757 + Penalty 2333.770140 = -137956.502618
  nChanged 11
		SP:Iteration 13Q (110024.260000 sec): 3 clusters
  Score: Raw -140299.253775 + Penalty 2333.770140 = -137965.483635
  nChanged 12
		SP:Iteration 14Q (110024.390000 sec): 3 clusters
  Score: Raw -140306.729413 + Penalty 2333.770140 = -137972.959274
  nChanged 7
		SP:Iteration 15Q (110024.610000 sec): 3 clusters
  Score: Raw -140310.940966 + Penalty 2333.770140 = -137977.170826
  nChanged 8
		SP:Iteration 16Q (110024.800000 sec): 3 clusters
  Score: Raw -140316.625163 + Penalty 2333.770140 = -137982.855023
  nChanged 8
		SP:Iteration 17Q (110025.030000 sec): 3 clusters
  Score: Raw -140321.012063 + Penalty 2333.770140 = -137987.241923
  nChanged 3
		SP:Iteration 18Q (110025.230000 sec): 3 clusters
  Score: Raw -140323.880336 + Penalty 2333.770140 = -137990.110196
  nChanged 4
		SP:Iteration 19Q (110025.390000 sec): 3 clusters
  Score: Raw -140326.290143 + Penalty 2333.770140 = -137992.520003
  nChanged 4
		SP:Iteration 20F (110025.560000 sec): 3 clusters
  Score: Raw -140328.711106 + Penalty 2333.770140 = -137994.940966
  nChanged 7
		SP:Iteration 21Q (110025.740000 sec): 3 clusters
  Score: Raw -140335.248005 + Penalty 2333.770140 = -138001.477865
  nChanged 11
		SP:Iteration 22Q (110025.900000 sec): 3 clusters
  Score: Raw -140343.841867 + Penalty 2333.770140 = -138010.071727
  nChanged 4
		SP:Iteration 23Q (110026.080000 sec): 3 clusters
  Score: Raw -140346.910332 + Penalty 2333.770140 = -138013.140192
  nChanged 5
		SP:Iteration 24Q (110026.290000 sec): 3 clusters
  Score: Raw -140350.023706 + Penalty 2333.770140 = -138016.253566
  nChanged 8
		SP:Iteration 25Q (110026.430000 sec): 3 clusters
  Score: Raw -140356.709890 + Penalty 2333.770140 = -138022.939750
  nChanged 10
		SP:Iteration 26Q (110026.610000 sec): 3 clusters
  Score: Raw -140367.145473 + Penalty 2333.770140 = -138033.375333
  nChanged 10
		SP:Iteration 27Q (110026.800000 sec): 3 clusters
  Score: Raw -140374.215450 + Penalty 2333.770140 = -138040.445310
  nChanged 10
		SP:Iteration 28Q (110026.960000 sec): 3 clusters
  Score: Raw -140381.759561 + Penalty 2333.770140 = -138047.989422
  nChanged 10
		SP:Iteration 29Q (110027.160000 sec): 3 clusters
  Score: Raw -140389.449871 + Penalty 2333.770140 = -138055.679732
  nChanged 11
		SP:Iteration 30Q (110027.310000 sec): 3 clusters
  Score: Raw -140399.282983 + Penalty 2333.770140 = -138065.512843
  nChanged 6
		SP:Iteration 31Q (110027.500000 sec): 3 clusters
  Score: Raw -140403.672416 + Penalty 2333.770140 = -138069.902276
  nChanged 12
		SP:Iteration 32Q (110027.650000 sec): 3 clusters
  Score: Raw -140415.008330 + Penalty 2333.770140 = -138081.238190
  nChanged 9
		SP:Iteration 33Q (110027.840000 sec): 3 clusters
  Score: Raw -140420.740794 + Penalty 2333.770140 = -138086.970655
  nChanged 8
		SP:Iteration 34Q (110028.040000 sec): 3 clusters
  Score: Raw -140426.243054 + Penalty 2333.770140 = -138092.472914
  nChanged 5
		SP:Iteration 35Q (110028.230000 sec): 3 clusters
  Score: Raw -140429.906632 + Penalty 2333.770140 = -138096.136492
  nChanged 3
		SP:Iteration 36Q (110028.450000 sec): 3 clusters
  Score: Raw -140431.623747 + Penalty 2333.770140 = -138097.853607
  nChanged 1
		SP:Iteration 37Q (110028.570000 sec): 3 clusters
  Score: Raw -140432.373686 + Penalty 2333.770140 = -138098.603547
  nChanged 2
		SP:Iteration 38Q (110028.800000 sec): 3 clusters
  Score: Raw -140433.109666 + Penalty 2333.770140 = -138099.339527
  nChanged 1
		SP:Iteration 39Q (110028.990000 sec): 3 clusters
  Score: Raw -140433.487368 + Penalty 2333.770140 = -138099.717228
  nChanged 0
		SP:Iteration 40F (110029.180000 sec): 3 clusters
  Score: Raw -140433.487368 + Penalty 2333.770140 = -138099.717228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110029.280000 sec): 2 clusters
  Score: Raw -226842.573169 + Penalty 1255.222580 = -225587.350589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110029.420000 sec): 3 clusters
  Score: Raw -225842.385052 + Penalty 2510.445160 = -223331.939892
  nChanged 790
		SP:Iteration 1F (110029.590000 sec): 3 clusters
  Score: Raw -226380.817975 + Penalty 2510.445160 = -223870.372815
  nChanged 182
		SP:Iteration 2F (110029.790000 sec): 3 clusters
  Score: Raw -226527.006910 + Penalty 2510.445160 = -224016.561750
  nChanged 124
		SP:Iteration 3F (110029.960000 sec): 3 clusters
  Score: Raw -226632.314427 + Penalty 2510.445160 = -224121.869267
  nChanged 106
		SP:Iteration 4Q (110030.110000 sec): 3 clusters
  Score: Raw -226703.489030 + Penalty 2510.445160 = -224193.043870
  nChanged 80
		SP:Iteration 5Q (110030.320000 sec): 3 clusters
  Score: Raw -226760.807145 + Penalty 2510.445160 = -224250.361985
  nChanged 76
		SP:Iteration 6Q (110030.450000 sec): 3 clusters
  Score: Raw -226817.033832 + Penalty 2510.445160 = -224306.588672
  nChanged 71
		SP:Iteration 7Q (110030.660000 sec): 3 clusters
  Score: Raw -226876.246962 + Penalty 2510.445160 = -224365.801802
  nChanged 75
		SP:Iteration 8Q (110030.840000 sec): 3 clusters
  Score: Raw -226935.867308 + Penalty 2510.445160 = -224425.422148
  nChanged 65
		SP:Iteration 9Q (110030.990000 sec): 3 clusters
  Score: Raw -226986.489487 + Penalty 2510.445160 = -224476.044327
  nChanged 55
		SP:Iteration 10Q (110031.130000 sec): 3 clusters
  Score: Raw -227022.453210 + Penalty 2510.445160 = -224512.008050
  nChanged 56
		SP:Iteration 11Q (110031.320000 sec): 3 clusters
  Score: Raw -227066.000659 + Penalty 2510.445160 = -224555.555500
  nChanged 65
		SP:Iteration 12Q (110031.420000 sec): 3 clusters
  Score: Raw -227123.015910 + Penalty 2510.445160 = -224612.570750
  nChanged 57
		SP:Iteration 13Q (110031.560000 sec): 3 clusters
  Score: Raw -227177.084638 + Penalty 2510.445160 = -224666.639478
  nChanged 45
		SP:Iteration 14Q (110031.710000 sec): 3 clusters
  Score: Raw -227214.669872 + Penalty 2510.445160 = -224704.224712
  nChanged 39
		SP:Iteration 15Q (110031.850000 sec): 3 clusters
  Score: Raw -227240.386339 + Penalty 2510.445160 = -224729.941179
  nChanged 24
		SP:Iteration 16Q (110032.020000 sec): 3 clusters
  Score: Raw -227254.007820 + Penalty 2510.445160 = -224743.562661
  nChanged 18
		SP:Iteration 17Q (110032.170000 sec): 3 clusters
  Score: Raw -227265.769200 + Penalty 2510.445160 = -224755.324041
  nChanged 15
		SP:Iteration 18Q (110032.310000 sec): 3 clusters
  Score: Raw -227277.069518 + Penalty 2510.445160 = -224766.624358
  nChanged 19
		SP:Iteration 19Q (110032.500000 sec): 3 clusters
  Score: Raw -227289.495815 + Penalty 2510.445160 = -224779.050656
  nChanged 20
		SP:Iteration 20F (110032.680000 sec): 3 clusters
  Score: Raw -227299.490051 + Penalty 2510.445160 = -224789.044891
  nChanged 16
		SP:Iteration 21Q (110032.840000 sec): 3 clusters
  Score: Raw -227308.445372 + Penalty 2510.445160 = -224798.000212
  nChanged 12
		SP:Iteration 22Q (110032.980000 sec): 3 clusters
  Score: Raw -227315.230850 + Penalty 2510.445160 = -224804.785690
  nChanged 13
		SP:Iteration 23Q (110033.080000 sec): 3 clusters
  Score: Raw -227322.941966 + Penalty 2510.445160 = -224812.496806
  nChanged 14
		SP:Iteration 24Q (110033.180000 sec): 3 clusters
  Score: Raw -227331.464425 + Penalty 2510.445160 = -224821.019265
  nChanged 14
		SP:Iteration 25Q (110033.270000 sec): 3 clusters
  Score: Raw -227337.089548 + Penalty 2510.445160 = -224826.644389
  nChanged 14
		SP:Iteration 26Q (110033.370000 sec): 3 clusters
  Score: Raw -227343.877271 + Penalty 2510.445160 = -224833.432111
  nChanged 17
		SP:Iteration 27Q (110033.460000 sec): 3 clusters
  Score: Raw -227353.574865 + Penalty 2510.445160 = -224843.129705
  nChanged 15
		SP:Iteration 28Q (110033.560000 sec): 3 clusters
  Score: Raw -227363.778312 + Penalty 2510.445160 = -224853.333152
  nChanged 19
		SP:Iteration 29Q (110033.770000 sec): 3 clusters
  Score: Raw -227378.608284 + Penalty 2510.445160 = -224868.163124
  nChanged 22
		SP:Iteration 30Q (110033.950000 sec): 3 clusters
  Score: Raw -227391.475757 + Penalty 2510.445160 = -224881.030597
  nChanged 18
		SP:Iteration 31Q (110034.140000 sec): 3 clusters
  Score: Raw -227404.591303 + Penalty 2510.445160 = -224894.146143
  nChanged 29
		SP:Iteration 32Q (110034.380000 sec): 3 clusters
  Score: Raw -227429.943126 + Penalty 2510.445160 = -224919.497966
  nChanged 36
		SP:Iteration 33Q (110034.600000 sec): 3 clusters
  Score: Raw -227460.201014 + Penalty 2510.445160 = -224949.755854
  nChanged 36
		SP:Iteration 34Q (110034.780000 sec): 3 clusters
  Score: Raw -227484.926129 + Penalty 2510.445160 = -224974.480969
  nChanged 25
		SP:Iteration 35Q (110035.000000 sec): 3 clusters
  Score: Raw -227504.077339 + Penalty 2510.445160 = -224993.632179
  nChanged 25
		SP:Iteration 36Q (110035.210000 sec): 3 clusters
  Score: Raw -227523.926137 + Penalty 2510.445160 = -225013.480977
  nChanged 19
		SP:Iteration 37Q (110035.420000 sec): 3 clusters
  Score: Raw -227534.711435 + Penalty 2510.445160 = -225024.266275
  nChanged 18
		SP:Iteration 38Q (110035.580000 sec): 3 clusters
  Score: Raw -227545.926482 + Penalty 2510.445160 = -225035.481323
  nChanged 15
		SP:Iteration 39Q (110035.790000 sec): 3 clusters
  Score: Raw -227553.822607 + Penalty 2510.445160 = -225043.377447
  nChanged 15
		SP:Iteration 40F (110036.010000 sec): 3 clusters
  Score: Raw -227564.046552 + Penalty 2510.445160 = -225053.601392
  nChanged 20
		SP:Iteration 41Q (110036.170000 sec): 3 clusters
  Score: Raw -227574.564262 + Penalty 2510.445160 = -225064.119102
  nChanged 13
		SP:Iteration 42Q (110036.380000 sec): 3 clusters
  Score: Raw -227580.748379 + Penalty 2510.445160 = -225070.303220
  nChanged 11
		SP:Iteration 43Q (110036.560000 sec): 3 clusters
  Score: Raw -227585.330685 + Penalty 2510.445160 = -225074.885525
  nChanged 13
		SP:Iteration 44Q (110036.740000 sec): 3 clusters
  Score: Raw -227593.507646 + Penalty 2510.445160 = -225083.062487
  nChanged 14
		SP:Iteration 45Q (110036.940000 sec): 3 clusters
  Score: Raw -227600.549969 + Penalty 2510.445160 = -225090.104809
  nChanged 10
		SP:Iteration 46Q (110037.110000 sec): 3 clusters
  Score: Raw -227605.262689 + Penalty 2510.445160 = -225094.817529
  nChanged 8
		SP:Iteration 47Q (110037.290000 sec): 3 clusters
  Score: Raw -227611.617385 + Penalty 2510.445160 = -225101.172225
  nChanged 10
		SP:Iteration 48Q (110037.490000 sec): 3 clusters
  Score: Raw -227620.581078 + Penalty 2510.445160 = -225110.135919
  nChanged 18
		SP:Iteration 49Q (110037.700000 sec): 3 clusters
  Score: Raw -227637.625982 + Penalty 2510.445160 = -225127.180822
  nChanged 18
		SP:Iteration 50Q (110037.870000 sec): 3 clusters
  Score: Raw -227653.705000 + Penalty 2510.445160 = -225143.259840
  nChanged 28
		SP:Iteration 51Q (110038.060000 sec): 3 clusters
  Score: Raw -227674.636105 + Penalty 2510.445160 = -225164.190945
  nChanged 23
		SP:Iteration 52Q (110038.250000 sec): 3 clusters
  Score: Raw -227708.863616 + Penalty 2510.445160 = -225198.418457
  nChanged 40
		SP:Iteration 53Q (110038.410000 sec): 3 clusters
  Score: Raw -227798.673150 + Penalty 2510.445160 = -225288.227990
  nChanged 43
		SP:Iteration 54Q (110038.610000 sec): 3 clusters
  Score: Raw -227906.898916 + Penalty 2510.445160 = -225396.453756
  nChanged 55
		SP:Iteration 55Q (110038.780000 sec): 3 clusters
  Score: Raw -228029.264131 + Penalty 2510.445160 = -225518.818971
  nChanged 33
		SP:Iteration 56Q (110038.960000 sec): 3 clusters
  Score: Raw -228068.463772 + Penalty 2510.445160 = -225558.018612
  nChanged 16
		SP:Iteration 57Q (110039.140000 sec): 3 clusters
  Score: Raw -228078.804024 + Penalty 2510.445160 = -225568.358864
  nChanged 5
		SP:Iteration 58Q (110039.300000 sec): 3 clusters
  Score: Raw -228081.262018 + Penalty 2510.445160 = -225570.816858
  nChanged 2
		SP:Iteration 59Q (110039.520000 sec): 3 clusters
  Score: Raw -228082.902803 + Penalty 2510.445160 = -225572.457643
  nChanged 3
		SP:Iteration 60F (110039.710000 sec): 3 clusters
  Score: Raw -228084.553827 + Penalty 2510.445160 = -225574.108668
  nChanged 2
		SP:Iteration 61Q (110039.820000 sec): 3 clusters
  Score: Raw -228085.435492 + Penalty 2510.445160 = -225574.990332
  nChanged 0
		SP:Iteration 62F (110040.000000 sec): 3 clusters
  Score: Raw -228085.435492 + Penalty 2510.445160 = -225574.990332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110040.180000 sec): 2 clusters
  Score: Raw -734059.613344 + Penalty 1432.979321 = -732626.634023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110040.370000 sec): 3 clusters
  Score: Raw -730375.767244 + Penalty 2865.958642 = -727509.808602
  nChanged 2847
		SP:Iteration 1F (110040.580000 sec): 3 clusters
  Score: Raw -731886.984839 + Penalty 2865.958642 = -729021.026196
  nChanged 447
		SP:Iteration 2F (110040.780000 sec): 3 clusters
  Score: Raw -732113.275451 + Penalty 2865.958642 = -729247.316809
  nChanged 369
		SP:Iteration 3F (110040.990000 sec): 3 clusters
  Score: Raw -732311.117849 + Penalty 2865.958642 = -729445.159207
  nChanged 333
		SP:Iteration 4Q (110041.200000 sec): 3 clusters
  Score: Raw -732520.171959 + Penalty 2865.958642 = -729654.213317
  nChanged 313
		SP:Iteration 5Q (110041.460000 sec): 3 clusters
  Score: Raw -732725.426382 + Penalty 2865.958642 = -729859.467740
  nChanged 320
		SP:Iteration 6Q (110041.610000 sec): 3 clusters
  Score: Raw -732944.072095 + Penalty 2865.958642 = -730078.113453
  nChanged 301
		SP:Iteration 7Q (110041.860000 sec): 3 clusters
  Score: Raw -733166.619935 + Penalty 2865.958642 = -730300.661293
  nChanged 290
		SP:Iteration 8Q (110042.100000 sec): 3 clusters
  Score: Raw -733379.171164 + Penalty 2865.958642 = -730513.212522
  nChanged 255
		SP:Iteration 9Q (110042.360000 sec): 3 clusters
  Score: Raw -733560.389124 + Penalty 2865.958642 = -730694.430481
  nChanged 224
		SP:Iteration 10Q (110042.600000 sec): 3 clusters
  Score: Raw -733709.966608 + Penalty 2865.958642 = -730844.007966
  nChanged 182
		SP:Iteration 11Q (110042.770000 sec): 3 clusters
  Score: Raw -733825.108805 + Penalty 2865.958642 = -730959.150163
  nChanged 143
		SP:Iteration 12Q (110043.000000 sec): 3 clusters
  Score: Raw -733910.816831 + Penalty 2865.958642 = -731044.858188
  nChanged 121
		SP:Iteration 13Q (110043.230000 sec): 3 clusters
  Score: Raw -733980.426712 + Penalty 2865.958642 = -731114.468070
  nChanged 100
		SP:Iteration 14Q (110043.480000 sec): 3 clusters
  Score: Raw -734053.538439 + Penalty 2865.958642 = -731187.579797
  nChanged 95
		SP:Iteration 15Q (110043.680000 sec): 3 clusters
  Score: Raw -734131.871491 + Penalty 2865.958642 = -731265.912849
  nChanged 90
		SP:Iteration 16Q (110043.920000 sec): 3 clusters
  Score: Raw -734195.599551 + Penalty 2865.958642 = -731329.640909
  nChanged 55
		SP:Iteration 17Q (110044.160000 sec): 3 clusters
  Score: Raw -734232.525388 + Penalty 2865.958642 = -731366.566746
  nChanged 56
		SP:Iteration 18Q (110044.350000 sec): 3 clusters
  Score: Raw -734269.312783 + Penalty 2865.958642 = -731403.354141
  nChanged 37
		SP:Iteration 19Q (110044.560000 sec): 3 clusters
  Score: Raw -734290.029962 + Penalty 2865.958642 = -731424.071320
  nChanged 27
		SP:Iteration 20F (110044.760000 sec): 3 clusters
  Score: Raw -734302.121216 + Penalty 2865.958642 = -731436.162574
  nChanged 19
		SP:Iteration 21Q (110044.980000 sec): 3 clusters
  Score: Raw -734310.015968 + Penalty 2865.958642 = -731444.057326
  nChanged 10
		SP:Iteration 22Q (110045.170000 sec): 3 clusters
  Score: Raw -734315.252867 + Penalty 2865.958642 = -731449.294225
  nChanged 15
		SP:Iteration 23Q (110045.320000 sec): 3 clusters
  Score: Raw -734322.059098 + Penalty 2865.958642 = -731456.100456
  nChanged 14
		SP:Iteration 24Q (110045.520000 sec): 3 clusters
  Score: Raw -734327.434196 + Penalty 2865.958642 = -731461.475554
  nChanged 7
		SP:Iteration 25Q (110045.670000 sec): 3 clusters
  Score: Raw -734330.427923 + Penalty 2865.958642 = -731464.469281
  nChanged 3
		SP:Iteration 26Q (110045.880000 sec): 3 clusters
  Score: Raw -734331.608379 + Penalty 2865.958642 = -731465.649737
  nChanged 9
		SP:Iteration 27Q (110046.120000 sec): 3 clusters
  Score: Raw -734335.993597 + Penalty 2865.958642 = -731470.034955
  nChanged 11
		SP:Iteration 28Q (110046.410000 sec): 3 clusters
  Score: Raw -734340.212891 + Penalty 2865.958642 = -731474.254249
  nChanged 5
		SP:Iteration 29Q (110046.660000 sec): 3 clusters
  Score: Raw -734341.859296 + Penalty 2865.958642 = -731475.900654
  nChanged 4
		SP:Iteration 30Q (110046.910000 sec): 3 clusters
  Score: Raw -734342.733679 + Penalty 2865.958642 = -731476.775036
  nChanged 2
		SP:Iteration 31Q (110047.120000 sec): 3 clusters
  Score: Raw -734343.188895 + Penalty 2865.958642 = -731477.230253
  nChanged 2
		SP:Iteration 32Q (110047.320000 sec): 3 clusters
  Score: Raw -734344.223722 + Penalty 2865.958642 = -731478.265079
  nChanged 3
		SP:Iteration 33Q (110047.540000 sec): 3 clusters
  Score: Raw -734344.952919 + Penalty 2865.958642 = -731478.994277
  nChanged 4
		SP:Iteration 34Q (110047.800000 sec): 3 clusters
  Score: Raw -734346.630199 + Penalty 2865.958642 = -731480.671557
  nChanged 2
		SP:Iteration 35Q (110048.000000 sec): 3 clusters
  Score: Raw -734347.192565 + Penalty 2865.958642 = -731481.233923
  nChanged 3
		SP:Iteration 36Q (110048.170000 sec): 3 clusters
  Score: Raw -734347.980119 + Penalty 2865.958642 = -731482.021477
  nChanged 2
		SP:Iteration 37Q (110048.380000 sec): 3 clusters
  Score: Raw -734348.634888 + Penalty 2865.958642 = -731482.676246
  nChanged 3
		SP:Iteration 38Q (110048.590000 sec): 3 clusters
  Score: Raw -734350.665841 + Penalty 2865.958642 = -731484.707199
  nChanged 4
		SP:Iteration 39Q (110048.810000 sec): 3 clusters
  Score: Raw -734351.971280 + Penalty 2865.958642 = -731486.012638
  nChanged 6
		SP:Iteration 40F (110049.040000 sec): 3 clusters
  Score: Raw -734354.354521 + Penalty 2865.958642 = -731488.395879
  nChanged 3
		SP:Iteration 41Q (110049.260000 sec): 3 clusters
  Score: Raw -734354.982216 + Penalty 2865.958642 = -731489.023573
  nChanged 1
		SP:Iteration 42Q (110049.480000 sec): 3 clusters
  Score: Raw -734355.543872 + Penalty 2865.958642 = -731489.585230
  nChanged 3
		SP:Iteration 43Q (110049.710000 sec): 3 clusters
  Score: Raw -734356.252578 + Penalty 2865.958642 = -731490.293936
  nChanged 2
		SP:Iteration 44Q (110049.940000 sec): 3 clusters
  Score: Raw -734356.846147 + Penalty 2865.958642 = -731490.887505
  nChanged 2
		SP:Iteration 45Q (110050.170000 sec): 3 clusters
  Score: Raw -734357.262810 + Penalty 2865.958642 = -731491.304168
  nChanged 2
		SP:Iteration 46Q (110050.430000 sec): 3 clusters
  Score: Raw -734358.066690 + Penalty 2865.958642 = -731492.108048
  nChanged 1
		SP:Iteration 47Q (110050.640000 sec): 3 clusters
  Score: Raw -734358.784247 + Penalty 2865.958642 = -731492.825605
  nChanged 3
		SP:Iteration 48Q (110050.850000 sec): 3 clusters
  Score: Raw -734360.511850 + Penalty 2865.958642 = -731494.553208
  nChanged 3
		SP:Iteration 49Q (110051.110000 sec): 3 clusters
  Score: Raw -734361.956624 + Penalty 2865.958642 = -731495.997982
  nChanged 3
		SP:Iteration 50Q (110051.350000 sec): 3 clusters
  Score: Raw -734363.195674 + Penalty 2865.958642 = -731497.237032
  nChanged 3
		SP:Iteration 51Q (110051.590000 sec): 3 clusters
  Score: Raw -734365.099791 + Penalty 2865.958642 = -731499.141149
  nChanged 3
		SP:Iteration 52Q (110051.810000 sec): 3 clusters
  Score: Raw -734366.255497 + Penalty 2865.958642 = -731500.296855
  nChanged 2
		SP:Iteration 53Q (110052.040000 sec): 3 clusters
  Score: Raw -734366.838494 + Penalty 2865.958642 = -731500.879851
  nChanged 3
		SP:Iteration 54Q (110052.230000 sec): 3 clusters
  Score: Raw -734368.415500 + Penalty 2865.958642 = -731502.456858
  nChanged 0
		SP:Iteration 55F (110052.430000 sec): 3 clusters
  Score: Raw -734368.415500 + Penalty 2865.958642 = -731502.456858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110052.590000 sec): 2 clusters
  Score: Raw -696444.148973 + Penalty 1448.648586 = -694995.500387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110052.840000 sec): 3 clusters
  Score: Raw -692356.418624 + Penalty 2897.297171 = -689459.121453
  nChanged 3097
		SP:Iteration 1F (110053.080000 sec): 3 clusters
  Score: Raw -694000.203452 + Penalty 2897.297171 = -691102.906281
  nChanged 574
		SP:Iteration 2F (110053.270000 sec): 3 clusters
  Score: Raw -694335.279419 + Penalty 2897.297171 = -691437.982248
  nChanged 526
		SP:Iteration 3F (110053.520000 sec): 3 clusters
  Score: Raw -694671.924346 + Penalty 2897.297171 = -691774.627175
  nChanged 463
		SP:Iteration 4F (110053.690000 sec): 3 clusters
  Score: Raw -694949.392078 + Penalty 2897.297171 = -692052.094907
  nChanged 397
		SP:Iteration 5F (110053.940000 sec): 3 clusters
  Score: Raw -695204.218003 + Penalty 2897.297171 = -692306.920832
  nChanged 355
		SP:Iteration 6Q (110054.110000 sec): 3 clusters
  Score: Raw -695445.052772 + Penalty 2897.297171 = -692547.755600
  nChanged 333
		SP:Iteration 7Q (110054.360000 sec): 3 clusters
  Score: Raw -695652.774114 + Penalty 2897.297171 = -692755.476942
  nChanged 271
		SP:Iteration 8Q (110054.530000 sec): 3 clusters
  Score: Raw -695831.815187 + Penalty 2897.297171 = -692934.518015
  nChanged 243
		SP:Iteration 9Q (110054.730000 sec): 3 clusters
  Score: Raw -695975.980242 + Penalty 2897.297171 = -693078.683071
  nChanged 205
		SP:Iteration 10Q (110054.940000 sec): 3 clusters
  Score: Raw -696113.005278 + Penalty 2897.297171 = -693215.708107
  nChanged 186
		SP:Iteration 11Q (110055.120000 sec): 3 clusters
  Score: Raw -696229.625815 + Penalty 2897.297171 = -693332.328644
  nChanged 155
		SP:Iteration 12Q (110055.330000 sec): 3 clusters
  Score: Raw -696321.082567 + Penalty 2897.297171 = -693423.785395
  nChanged 132
		SP:Iteration 13Q (110055.550000 sec): 3 clusters
  Score: Raw -696407.528870 + Penalty 2897.297171 = -693510.231699
  nChanged 120
		SP:Iteration 14Q (110055.750000 sec): 3 clusters
  Score: Raw -696475.033878 + Penalty 2897.297171 = -693577.736707
  nChanged 84
		SP:Iteration 15Q (110055.970000 sec): 3 clusters
  Score: Raw -696528.687432 + Penalty 2897.297171 = -693631.390261
  nChanged 74
		SP:Iteration 16Q (110056.200000 sec): 3 clusters
  Score: Raw -696577.542775 + Penalty 2897.297171 = -693680.245604
  nChanged 66
		SP:Iteration 17Q (110056.390000 sec): 3 clusters
  Score: Raw -696620.202911 + Penalty 2897.297171 = -693722.905739
  nChanged 61
		SP:Iteration 18Q (110056.580000 sec): 3 clusters
  Score: Raw -696656.818992 + Penalty 2897.297171 = -693759.521821
  nChanged 49
		SP:Iteration 19Q (110056.780000 sec): 3 clusters
  Score: Raw -696685.587331 + Penalty 2897.297171 = -693788.290160
  nChanged 41
		SP:Iteration 20F (110056.980000 sec): 3 clusters
  Score: Raw -696712.397400 + Penalty 2897.297171 = -693815.100228
  nChanged 41
		SP:Iteration 21Q (110057.210000 sec): 3 clusters
  Score: Raw -696738.027311 + Penalty 2897.297171 = -693840.730140
  nChanged 33
		SP:Iteration 22Q (110057.430000 sec): 3 clusters
  Score: Raw -696754.490779 + Penalty 2897.297171 = -693857.193608
  nChanged 22
		SP:Iteration 23Q (110057.640000 sec): 3 clusters
  Score: Raw -696766.621335 + Penalty 2897.297171 = -693869.324163
  nChanged 16
		SP:Iteration 24Q (110057.860000 sec): 3 clusters
  Score: Raw -696774.244644 + Penalty 2897.297171 = -693876.947473
  nChanged 13
		SP:Iteration 25Q (110058.080000 sec): 3 clusters
  Score: Raw -696778.950554 + Penalty 2897.297171 = -693881.653382
  nChanged 12
		SP:Iteration 26Q (110058.290000 sec): 3 clusters
  Score: Raw -696782.615098 + Penalty 2897.297171 = -693885.317927
  nChanged 10
		SP:Iteration 27Q (110058.530000 sec): 3 clusters
  Score: Raw -696788.491211 + Penalty 2897.297171 = -693891.194040
  nChanged 17
		SP:Iteration 28Q (110058.750000 sec): 3 clusters
  Score: Raw -696798.412680 + Penalty 2897.297171 = -693901.115509
  nChanged 20
		SP:Iteration 29Q (110058.910000 sec): 3 clusters
  Score: Raw -696806.990486 + Penalty 2897.297171 = -693909.693315
  nChanged 12
		SP:Iteration 30Q (110059.120000 sec): 3 clusters
  Score: Raw -696812.497370 + Penalty 2897.297171 = -693915.200199
  nChanged 9
		SP:Iteration 31Q (110059.350000 sec): 3 clusters
  Score: Raw -696819.444125 + Penalty 2897.297171 = -693922.146954
  nChanged 10
		SP:Iteration 32Q (110059.540000 sec): 3 clusters
  Score: Raw -696826.227122 + Penalty 2897.297171 = -693928.929951
  nChanged 14
		SP:Iteration 33Q (110059.730000 sec): 3 clusters
  Score: Raw -696834.742553 + Penalty 2897.297171 = -693937.445381
  nChanged 10
		SP:Iteration 34Q (110059.890000 sec): 3 clusters
  Score: Raw -696840.356266 + Penalty 2897.297171 = -693943.059095
  nChanged 15
		SP:Iteration 35Q (110060.110000 sec): 3 clusters
  Score: Raw -696849.822004 + Penalty 2897.297171 = -693952.524833
  nChanged 11
		SP:Iteration 36Q (110060.310000 sec): 3 clusters
  Score: Raw -696860.091145 + Penalty 2897.297171 = -693962.793974
  nChanged 15
		SP:Iteration 37Q (110060.530000 sec): 3 clusters
  Score: Raw -696871.517120 + Penalty 2897.297171 = -693974.219949
  nChanged 9
		SP:Iteration 38Q (110060.680000 sec): 3 clusters
  Score: Raw -696876.008521 + Penalty 2897.297171 = -693978.711349
  nChanged 9
		SP:Iteration 39Q (110060.930000 sec): 3 clusters
  Score: Raw -696882.322311 + Penalty 2897.297171 = -693985.025139
  nChanged 6
		SP:Iteration 40F (110061.130000 sec): 3 clusters
  Score: Raw -696885.129523 + Penalty 2897.297171 = -693987.832351
  nChanged 1
		SP:Iteration 41Q (110061.320000 sec): 3 clusters
  Score: Raw -696885.650023 + Penalty 2897.297171 = -693988.352852
  nChanged 2
		SP:Iteration 42Q (110061.520000 sec): 3 clusters
  Score: Raw -696886.517615 + Penalty 2897.297171 = -693989.220443
  nChanged 2
		SP:Iteration 43Q (110061.700000 sec): 3 clusters
  Score: Raw -696888.278724 + Penalty 2897.297171 = -693990.981553
  nChanged 2
		SP:Iteration 44Q (110061.910000 sec): 3 clusters
  Score: Raw -696889.540381 + Penalty 2897.297171 = -693992.243210
  nChanged 2
		SP:Iteration 45Q (110062.110000 sec): 3 clusters
  Score: Raw -696890.863298 + Penalty 2897.297171 = -693993.566126
  nChanged 6
		SP:Iteration 46Q (110062.330000 sec): 3 clusters
  Score: Raw -696894.590890 + Penalty 2897.297171 = -693997.293718
  nChanged 3
		SP:Iteration 47Q (110062.560000 sec): 3 clusters
  Score: Raw -696895.467258 + Penalty 2897.297171 = -693998.170087
  nChanged 3
		SP:Iteration 48Q (110062.770000 sec): 3 clusters
  Score: Raw -696897.602487 + Penalty 2897.297171 = -694000.305315
  nChanged 2
		SP:Iteration 49Q (110063.010000 sec): 3 clusters
  Score: Raw -696898.672250 + Penalty 2897.297171 = -694001.375079
  nChanged 2
		SP:Iteration 50Q (110063.260000 sec): 3 clusters
  Score: Raw -696899.560006 + Penalty 2897.297171 = -694002.262834
  nChanged 3
		SP:Iteration 51Q (110063.460000 sec): 3 clusters
  Score: Raw -696900.907181 + Penalty 2897.297171 = -694003.610010
  nChanged 1
		SP:Iteration 52Q (110063.720000 sec): 3 clusters
  Score: Raw -696901.411577 + Penalty 2897.297171 = -694004.114406
  nChanged 3
		SP:Iteration 53Q (110063.930000 sec): 3 clusters
  Score: Raw -696902.731506 + Penalty 2897.297171 = -694005.434335
  nChanged 2
		SP:Iteration 54Q (110064.120000 sec): 3 clusters
  Score: Raw -696903.440156 + Penalty 2897.297171 = -694006.142985
  nChanged 1
		SP:Iteration 55Q (110064.370000 sec): 3 clusters
  Score: Raw -696903.806690 + Penalty 2897.297171 = -694006.509519
  nChanged 0
		SP:Iteration 56F (110064.590000 sec): 3 clusters
  Score: Raw -696903.806690 + Penalty 2897.297171 = -694006.509519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110064.750000 sec): 2 clusters
  Score: Raw -1093918.845070 + Penalty 1509.156384 = -1092409.688686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110064.960000 sec): 3 clusters
  Score: Raw -1087748.448527 + Penalty 3018.312769 = -1084730.135759
  nChanged 4728
		SP:Iteration 1F (110065.230000 sec): 3 clusters
  Score: Raw -1090342.833850 + Penalty 3018.312769 = -1087324.521081
  nChanged 644
		SP:Iteration 2F (110065.470000 sec): 3 clusters
  Score: Raw -1090612.041610 + Penalty 3018.312769 = -1087593.728841
  nChanged 536
		SP:Iteration 3Q (110065.750000 sec): 3 clusters
  Score: Raw -1090809.251638 + Penalty 3018.312769 = -1087790.938869
  nChanged 411
		SP:Iteration 4Q (110065.990000 sec): 3 clusters
  Score: Raw -1090949.361835 + Penalty 3018.312769 = -1087931.049066
  nChanged 336
		SP:Iteration 5Q (110066.270000 sec): 3 clusters
  Score: Raw -1091056.603788 + Penalty 3018.312769 = -1088038.291019
  nChanged 300
		SP:Iteration 6Q (110066.500000 sec): 3 clusters
  Score: Raw -1091167.669331 + Penalty 3018.312769 = -1088149.356562
  nChanged 287
		SP:Iteration 7Q (110066.780000 sec): 3 clusters
  Score: Raw -1091280.252413 + Penalty 3018.312769 = -1088261.939645
  nChanged 331
		SP:Iteration 8Q (110067.020000 sec): 3 clusters
  Score: Raw -1091422.821307 + Penalty 3018.312769 = -1088404.508538
  nChanged 333
		SP:Iteration 9Q (110067.280000 sec): 3 clusters
  Score: Raw -1091568.261679 + Penalty 3018.312769 = -1088549.948910
  nChanged 390
		SP:Iteration 10Q (110067.570000 sec): 3 clusters
  Score: Raw -1091779.235225 + Penalty 3018.312769 = -1088760.922456
  nChanged 443
		SP:Iteration 11Q (110067.800000 sec): 3 clusters
  Score: Raw -1092052.243367 + Penalty 3018.312769 = -1089033.930599
  nChanged 482
		SP:Iteration 12Q (110067.990000 sec): 3 clusters
  Score: Raw -1092383.399390 + Penalty 3018.312769 = -1089365.086621
  nChanged 492
		SP:Iteration 13Q (110068.250000 sec): 3 clusters
  Score: Raw -1092741.428584 + Penalty 3018.312769 = -1089723.115816
  nChanged 448
		SP:Iteration 14Q (110068.460000 sec): 3 clusters
  Score: Raw -1093099.814220 + Penalty 3018.312769 = -1090081.501452
  nChanged 395
		SP:Iteration 15Q (110068.700000 sec): 3 clusters
  Score: Raw -1093405.775591 + Penalty 3018.312769 = -1090387.462822
  nChanged 275
		SP:Iteration 16Q (110068.910000 sec): 3 clusters
  Score: Raw -1093601.311534 + Penalty 3018.312769 = -1090582.998765
  nChanged 185
		SP:Iteration 17Q (110069.130000 sec): 3 clusters
  Score: Raw -1093730.507761 + Penalty 3018.312769 = -1090712.194992
  nChanged 142
		SP:Iteration 18Q (110069.390000 sec): 3 clusters
  Score: Raw -1093838.331413 + Penalty 3018.312769 = -1090820.018645
  nChanged 100
		SP:Iteration 19Q (110069.560000 sec): 3 clusters
  Score: Raw -1093914.210857 + Penalty 3018.312769 = -1090895.898089
  nChanged 83
		SP:Iteration 20F (110069.790000 sec): 3 clusters
  Score: Raw -1093982.035792 + Penalty 3018.312769 = -1090963.723024
  nChanged 61
		SP:Iteration 21Q (110070.020000 sec): 3 clusters
  Score: Raw -1094029.078831 + Penalty 3018.312769 = -1091010.766063
  nChanged 51
		SP:Iteration 22Q (110070.250000 sec): 3 clusters
  Score: Raw -1094068.711617 + Penalty 3018.312769 = -1091050.398848
  nChanged 27
		SP:Iteration 23Q (110070.520000 sec): 3 clusters
  Score: Raw -1094083.118009 + Penalty 3018.312769 = -1091064.805240
  nChanged 21
		SP:Iteration 24Q (110070.720000 sec): 3 clusters
  Score: Raw -1094095.798856 + Penalty 3018.312769 = -1091077.486088
  nChanged 12
		SP:Iteration 25Q (110070.940000 sec): 3 clusters
  Score: Raw -1094104.600193 + Penalty 3018.312769 = -1091086.287424
  nChanged 9
		SP:Iteration 26Q (110071.210000 sec): 3 clusters
  Score: Raw -1094111.868655 + Penalty 3018.312769 = -1091093.555886
  nChanged 6
		SP:Iteration 27Q (110071.450000 sec): 3 clusters
  Score: Raw -1094117.835102 + Penalty 3018.312769 = -1091099.522333
  nChanged 8
		SP:Iteration 28Q (110071.690000 sec): 3 clusters
  Score: Raw -1094124.377987 + Penalty 3018.312769 = -1091106.065218
  nChanged 9
		SP:Iteration 29Q (110071.930000 sec): 3 clusters
  Score: Raw -1094131.005148 + Penalty 3018.312769 = -1091112.692380
  nChanged 8
		SP:Iteration 30Q (110072.150000 sec): 3 clusters
  Score: Raw -1094135.012575 + Penalty 3018.312769 = -1091116.699806
  nChanged 7
		SP:Iteration 31Q (110072.410000 sec): 3 clusters
  Score: Raw -1094139.520371 + Penalty 3018.312769 = -1091121.207603
  nChanged 7
		SP:Iteration 32Q (110072.660000 sec): 3 clusters
  Score: Raw -1094144.517014 + Penalty 3018.312769 = -1091126.204246
  nChanged 4
		SP:Iteration 33Q (110072.930000 sec): 3 clusters
  Score: Raw -1094147.994973 + Penalty 3018.312769 = -1091129.682205
  nChanged 3
		SP:Iteration 34Q (110073.240000 sec): 3 clusters
  Score: Raw -1094150.024691 + Penalty 3018.312769 = -1091131.711922
  nChanged 3
		SP:Iteration 35Q (110073.470000 sec): 3 clusters
  Score: Raw -1094151.244967 + Penalty 3018.312769 = -1091132.932199
  nChanged 1
		SP:Iteration 36Q (110073.810000 sec): 3 clusters
  Score: Raw -1094152.075855 + Penalty 3018.312769 = -1091133.763087
  nChanged 3
		SP:Iteration 37Q (110073.990000 sec): 3 clusters
  Score: Raw -1094153.592890 + Penalty 3018.312769 = -1091135.280121
  nChanged 2
		SP:Iteration 38Q (110074.230000 sec): 3 clusters
  Score: Raw -1094156.309902 + Penalty 3018.312769 = -1091137.997134
  nChanged 1
		SP:Iteration 39Q (110074.490000 sec): 3 clusters
  Score: Raw -1094156.607077 + Penalty 3018.312769 = -1091138.294309
  nChanged 1
		SP:Iteration 40F (110074.710000 sec): 3 clusters
  Score: Raw -1094156.951236 + Penalty 3018.312769 = -1091138.638467
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110074.810000 sec): 2 clusters
  Score: Raw -370852.178783 + Penalty 1329.256618 = -369522.922166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110075.010000 sec): 3 clusters
  Score: Raw -369114.141642 + Penalty 2658.513235 = -366455.628407
  nChanged 1372
		SP:Iteration 1F (110075.210000 sec): 3 clusters
  Score: Raw -369896.465976 + Penalty 2658.513235 = -367237.952740
  nChanged 279
		SP:Iteration 2F (110075.400000 sec): 3 clusters
  Score: Raw -370086.842016 + Penalty 2658.513235 = -367428.328781
  nChanged 233
		SP:Iteration 3F (110075.560000 sec): 3 clusters
  Score: Raw -370244.279713 + Penalty 2658.513235 = -367585.766477
  nChanged 185
		SP:Iteration 4F (110075.720000 sec): 3 clusters
  Score: Raw -370394.089976 + Penalty 2658.513235 = -367735.576741
  nChanged 201
		SP:Iteration 5F (110075.880000 sec): 3 clusters
  Score: Raw -370588.733006 + Penalty 2658.513235 = -367930.219771
  nChanged 212
		SP:Iteration 6F (110076.050000 sec): 3 clusters
  Score: Raw -370815.359877 + Penalty 2658.513235 = -368156.846642
  nChanged 210
		SP:Iteration 7F (110076.210000 sec): 3 clusters
  Score: Raw -371014.544635 + Penalty 2658.513235 = -368356.031400
  nChanged 160
		SP:Iteration 8Q (110076.350000 sec): 3 clusters
  Score: Raw -371148.608298 + Penalty 2658.513235 = -368490.095063
  nChanged 110
		SP:Iteration 9Q (110076.510000 sec): 3 clusters
  Score: Raw -371234.705726 + Penalty 2658.513235 = -368576.192491
  nChanged 73
		SP:Iteration 10Q (110076.690000 sec): 3 clusters
  Score: Raw -371280.814343 + Penalty 2658.513235 = -368622.301108
  nChanged 60
		SP:Iteration 11Q (110076.860000 sec): 3 clusters
  Score: Raw -371313.240034 + Penalty 2658.513235 = -368654.726799
  nChanged 43
		SP:Iteration 12Q (110077.140000 sec): 3 clusters
  Score: Raw -371332.383324 + Penalty 2658.513235 = -368673.870088
  nChanged 21
		SP:Iteration 13Q (110077.300000 sec): 3 clusters
  Score: Raw -371340.076350 + Penalty 2658.513235 = -368681.563115
  nChanged 8
		SP:Iteration 14Q (110077.510000 sec): 3 clusters
  Score: Raw -371342.387132 + Penalty 2658.513235 = -368683.873897
  nChanged 5
		SP:Iteration 15Q (110077.700000 sec): 3 clusters
  Score: Raw -371343.829877 + Penalty 2658.513235 = -368685.316641
  nChanged 5
		SP:Iteration 16Q (110077.890000 sec): 3 clusters
  Score: Raw -371345.739785 + Penalty 2658.513235 = -368687.226550
  nChanged 2
		SP:Iteration 17Q (110078.110000 sec): 3 clusters
  Score: Raw -371346.166642 + Penalty 2658.513235 = -368687.653407
  nChanged 2
		SP:Iteration 18Q (110078.300000 sec): 3 clusters
  Score: Raw -371346.706834 + Penalty 2658.513235 = -368688.193599
  nChanged 1
		SP:Iteration 19Q (110078.560000 sec): 3 clusters
  Score: Raw -371346.924138 + Penalty 2658.513235 = -368688.410902
  nChanged 1
		SP:Iteration 20F (110078.750000 sec): 3 clusters
  Score: Raw -371347.205036 + Penalty 2658.513235 = -368688.691801
  nChanged 3
		SP:Iteration 21Q (110078.950000 sec): 3 clusters
  Score: Raw -371347.927009 + Penalty 2658.513235 = -368689.413774
  nChanged 3
		SP:Iteration 22Q (110079.200000 sec): 3 clusters
  Score: Raw -371348.791910 + Penalty 2658.513235 = -368690.278674
  nChanged 3
		SP:Iteration 23Q (110079.400000 sec): 3 clusters
  Score: Raw -371349.422432 + Penalty 2658.513235 = -368690.909197
  nChanged 1
		SP:Iteration 24Q (110079.570000 sec): 3 clusters
  Score: Raw -371349.548542 + Penalty 2658.513235 = -368691.035307
  nChanged 0
		SP:Iteration 25F (110079.770000 sec): 3 clusters
  Score: Raw -371349.548542 + Penalty 2658.513235 = -368691.035307
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110079.950000 sec): 2 clusters
  Score: Raw -1917104.117133 + Penalty 1593.293317 = -1915510.823816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110080.260000 sec): 3 clusters
  Score: Raw -1906273.622317 + Penalty 3186.586633 = -1903087.035684
  nChanged 8093
		SP:Iteration 1F (110080.520000 sec): 3 clusters
  Score: Raw -1910623.727198 + Penalty 3186.586633 = -1907437.140565
  nChanged 959
		SP:Iteration 2F (110080.800000 sec): 3 clusters
  Score: Raw -1910975.201347 + Penalty 3186.586633 = -1907788.614713
  nChanged 801
		SP:Iteration 3Q (110081.040000 sec): 3 clusters
  Score: Raw -1911288.076395 + Penalty 3186.586633 = -1908101.489762
  nChanged 749
		SP:Iteration 4Q (110081.350000 sec): 3 clusters
  Score: Raw -1911620.825132 + Penalty 3186.586633 = -1908434.238499
  nChanged 827
		SP:Iteration 5Q (110081.650000 sec): 3 clusters
  Score: Raw -1912075.754263 + Penalty 3186.586633 = -1908889.167630
  nChanged 917
		SP:Iteration 6F (110081.910000 sec): 3 clusters
  Score: Raw -1912680.308847 + Penalty 3186.586633 = -1909493.722214
  nChanged 1007
		SP:Iteration 7F (110082.230000 sec): 3 clusters
  Score: Raw -1913376.456501 + Penalty 3186.586633 = -1910189.869868
  nChanged 979
		SP:Iteration 8F (110082.500000 sec): 3 clusters
  Score: Raw -1914091.742539 + Penalty 3186.586633 = -1910905.155906
  nChanged 960
		SP:Iteration 9F (110082.810000 sec): 3 clusters
  Score: Raw -1914721.199518 + Penalty 3186.586633 = -1911534.612885
  nChanged 820
		SP:Iteration 10Q (110083.070000 sec): 3 clusters
  Score: Raw -1915233.882798 + Penalty 3186.586633 = -1912047.296165
  nChanged 705
		SP:Iteration 11Q (110083.350000 sec): 3 clusters
  Score: Raw -1915672.134420 + Penalty 3186.586633 = -1912485.547787
  nChanged 550
		SP:Iteration 12Q (110083.630000 sec): 3 clusters
  Score: Raw -1915981.166378 + Penalty 3186.586633 = -1912794.579745
  nChanged 448
		SP:Iteration 13Q (110083.900000 sec): 3 clusters
  Score: Raw -1916218.762632 + Penalty 3186.586633 = -1913032.175998
  nChanged 364
		SP:Iteration 14Q (110084.180000 sec): 3 clusters
  Score: Raw -1916406.542677 + Penalty 3186.586633 = -1913219.956044
  nChanged 329
		SP:Iteration 15Q (110084.410000 sec): 3 clusters
  Score: Raw -1916568.124183 + Penalty 3186.586633 = -1913381.537549
  nChanged 293
		SP:Iteration 16Q (110084.710000 sec): 3 clusters
  Score: Raw -1916708.703391 + Penalty 3186.586633 = -1913522.116758
  nChanged 242
		SP:Iteration 17Q (110084.960000 sec): 3 clusters
  Score: Raw -1916810.368383 + Penalty 3186.586633 = -1913623.781750
  nChanged 195
		SP:Iteration 18Q (110085.210000 sec): 3 clusters
  Score: Raw -1916891.897556 + Penalty 3186.586633 = -1913705.310923
  nChanged 148
		SP:Iteration 19Q (110085.500000 sec): 3 clusters
  Score: Raw -1916947.432654 + Penalty 3186.586633 = -1913760.846021
  nChanged 127
		SP:Iteration 20F (110085.780000 sec): 3 clusters
  Score: Raw -1916999.835450 + Penalty 3186.586633 = -1913813.248817
  nChanged 111
		SP:Iteration 21Q (110086.050000 sec): 3 clusters
  Score: Raw -1917040.355537 + Penalty 3186.586633 = -1913853.768904
  nChanged 80
		SP:Iteration 22Q (110086.280000 sec): 3 clusters
  Score: Raw -1917069.913724 + Penalty 3186.586633 = -1913883.327091
  nChanged 74
		SP:Iteration 23Q (110086.530000 sec): 3 clusters
  Score: Raw -1917099.931754 + Penalty 3186.586633 = -1913913.345121
  nChanged 69
		SP:Iteration 24Q (110086.790000 sec): 3 clusters
  Score: Raw -1917131.917333 + Penalty 3186.586633 = -1913945.330700
  nChanged 73
		SP:Iteration 25Q (110087.060000 sec): 3 clusters
  Score: Raw -1917163.554999 + Penalty 3186.586633 = -1913976.968366
  nChanged 63
		SP:Iteration 26Q (110087.280000 sec): 3 clusters
  Score: Raw -1917193.053083 + Penalty 3186.586633 = -1914006.466449
  nChanged 49
		SP:Iteration 27Q (110087.530000 sec): 3 clusters
  Score: Raw -1917216.344664 + Penalty 3186.586633 = -1914029.758031
  nChanged 38
		SP:Iteration 28Q (110087.810000 sec): 3 clusters
  Score: Raw -1917236.605608 + Penalty 3186.586633 = -1914050.018974
  nChanged 37
		SP:Iteration 29Q (110088.090000 sec): 3 clusters
  Score: Raw -1917256.081503 + Penalty 3186.586633 = -1914069.494869
  nChanged 38
		SP:Iteration 30Q (110088.380000 sec): 3 clusters
  Score: Raw -1917273.664836 + Penalty 3186.586633 = -1914087.078203
  nChanged 27
		SP:Iteration 31Q (110088.700000 sec): 3 clusters
  Score: Raw -1917283.060331 + Penalty 3186.586633 = -1914096.473698
  nChanged 17
		SP:Iteration 32Q (110088.970000 sec): 3 clusters
  Score: Raw -1917291.760542 + Penalty 3186.586633 = -1914105.173908
  nChanged 12
		SP:Iteration 33Q (110089.240000 sec): 3 clusters
  Score: Raw -1917297.615012 + Penalty 3186.586633 = -1914111.028379
  nChanged 15
		SP:Iteration 34Q (110089.550000 sec): 3 clusters
  Score: Raw -1917303.662034 + Penalty 3186.586633 = -1914117.075400
  nChanged 16
		SP:Iteration 35Q (110089.820000 sec): 3 clusters
  Score: Raw -1917309.585346 + Penalty 3186.586633 = -1914122.998713
  nChanged 21
		SP:Iteration 36Q (110090.040000 sec): 3 clusters
  Score: Raw -1917320.080481 + Penalty 3186.586633 = -1914133.493847
  nChanged 23
		SP:Iteration 37Q (110090.290000 sec): 3 clusters
  Score: Raw -1917334.099675 + Penalty 3186.586633 = -1914147.513041
  nChanged 22
		SP:Iteration 38Q (110090.590000 sec): 3 clusters
  Score: Raw -1917344.216900 + Penalty 3186.586633 = -1914157.630267
  nChanged 16
		SP:Iteration 39Q (110090.840000 sec): 3 clusters
  Score: Raw -1917353.111261 + Penalty 3186.586633 = -1914166.524628
  nChanged 21
		SP:Iteration 40F (110091.120000 sec): 3 clusters
  Score: Raw -1917364.377045 + Penalty 3186.586633 = -1914177.790412
  nChanged 11
		SP:Iteration 41Q (110091.410000 sec): 3 clusters
  Score: Raw -1917369.010443 + Penalty 3186.586633 = -1914182.423809
  nChanged 7
		SP:Iteration 42Q (110091.630000 sec): 3 clusters
  Score: Raw -1917373.087170 + Penalty 3186.586633 = -1914186.500536
  nChanged 5
		SP:Iteration 43Q (110091.890000 sec): 3 clusters
  Score: Raw -1917375.210645 + Penalty 3186.586633 = -1914188.624011
  nChanged 6
		SP:Iteration 44Q (110092.170000 sec): 3 clusters
  Score: Raw -1917377.246735 + Penalty 3186.586633 = -1914190.660102
  nChanged 5
		SP:Iteration 45Q (110092.430000 sec): 3 clusters
  Score: Raw -1917381.007176 + Penalty 3186.586633 = -1914194.420543
  nChanged 12
		SP:Iteration 46Q (110092.690000 sec): 3 clusters
  Score: Raw -1917386.057903 + Penalty 3186.586633 = -1914199.471269
  nChanged 5
		SP:Iteration 47Q (110092.960000 sec): 3 clusters
  Score: Raw -1917387.139371 + Penalty 3186.586633 = -1914200.552738
  nChanged 1
		SP:Iteration 48Q (110093.190000 sec): 3 clusters
  Score: Raw -1917387.693062 + Penalty 3186.586633 = -1914201.106428
  nChanged 1
		SP:Iteration 49Q (110093.450000 sec): 3 clusters
  Score: Raw -1917388.346008 + Penalty 3186.586633 = -1914201.759374
  nChanged 3
		SP:Iteration 50Q (110093.670000 sec): 3 clusters
  Score: Raw -1917389.690137 + Penalty 3186.586633 = -1914203.103504
  nChanged 2
		SP:Iteration 51Q (110093.930000 sec): 3 clusters
  Score: Raw -1917390.602685 + Penalty 3186.586633 = -1914204.016052
  nChanged 4
		SP:Iteration 52Q (110094.180000 sec): 3 clusters
  Score: Raw -1917392.825832 + Penalty 3186.586633 = -1914206.239199
  nChanged 4
		SP:Iteration 53Q (110094.440000 sec): 3 clusters
  Score: Raw -1917394.665431 + Penalty 3186.586633 = -1914208.078797
  nChanged 5
		SP:Iteration 54Q (110094.700000 sec): 3 clusters
  Score: Raw -1917396.522479 + Penalty 3186.586633 = -1914209.935846
  nChanged 4
		SP:Iteration 55Q (110094.920000 sec): 3 clusters
  Score: Raw -1917397.913595 + Penalty 3186.586633 = -1914211.326962
  nChanged 5
		SP:Iteration 56Q (110095.160000 sec): 3 clusters
  Score: Raw -1917400.422231 + Penalty 3186.586633 = -1914213.835597
  nChanged 5
		SP:Iteration 57Q (110095.420000 sec): 3 clusters
  Score: Raw -1917403.220894 + Penalty 3186.586633 = -1914216.634261
  nChanged 1
		SP:Iteration 58Q (110095.670000 sec): 3 clusters
  Score: Raw -1917403.474879 + Penalty 3186.586633 = -1914216.888245
  nChanged 1
		SP:Iteration 59Q (110095.940000 sec): 3 clusters
  Score: Raw -1917403.858451 + Penalty 3186.586633 = -1914217.271818
  nChanged 0
		SP:Iteration 60F (110096.170000 sec): 3 clusters
  Score: Raw -1917403.858451 + Penalty 3186.586633 = -1914217.271818
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110096.290000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110096.440000 sec): 3 clusters
  Score: Raw -26845.610581 + Penalty 1810.950060 = -25034.660520
  nChanged 39
		SP:Iteration 1F (110096.640000 sec): 3 clusters
  Score: Raw -26941.736065 + Penalty 1810.950060 = -25130.786004
  nChanged 11
		SP:Iteration 2Q (110096.820000 sec): 3 clusters
  Score: Raw -26978.611637 + Penalty 1810.950060 = -25167.661577
  nChanged 4
		SP:Iteration 3Q (110097.000000 sec): 3 clusters
  Score: Raw -26986.426270 + Penalty 1810.950060 = -25175.476210
  nChanged 2
		SP:Iteration 4Q (110097.200000 sec): 3 clusters
  Score: Raw -26989.300867 + Penalty 1810.950060 = -25178.350807
  nChanged 1
		SP:Iteration 5Q (110097.390000 sec): 3 clusters
  Score: Raw -26993.352125 + Penalty 1810.950060 = -25182.402064
  nChanged 2
		SP:Iteration 6Q (110097.520000 sec): 3 clusters
  Score: Raw -26996.533866 + Penalty 1810.950060 = -25185.583806
  nChanged 0
		SP:Iteration 7F (110097.730000 sec): 3 clusters
  Score: Raw -26996.533866 + Penalty 1810.950060 = -25185.583806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110097.800000 sec): 2 clusters
  Score: Raw -113745.529426 + Penalty 1171.637940 = -112573.891486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110098.010000 sec): 3 clusters
  Score: Raw -113274.652071 + Penalty 2343.275879 = -110931.376192
  nChanged 455
		SP:Iteration 1F (110098.200000 sec): 3 clusters
  Score: Raw -113780.370588 + Penalty 2343.275879 = -111437.094709
  nChanged 152
		SP:Iteration 2F (110098.340000 sec): 3 clusters
  Score: Raw -114000.189410 + Penalty 2343.275879 = -111656.913531
  nChanged 94
		SP:Iteration 3F (110098.550000 sec): 3 clusters
  Score: Raw -114133.724337 + Penalty 2343.275879 = -111790.448458
  nChanged 54
		SP:Iteration 4Q (110098.710000 sec): 3 clusters
  Score: Raw -114216.428006 + Penalty 2343.275879 = -111873.152127
  nChanged 44
		SP:Iteration 5Q (110098.890000 sec): 3 clusters
  Score: Raw -114279.650527 + Penalty 2343.275879 = -111936.374648
  nChanged 40
		SP:Iteration 6Q (110099.060000 sec): 3 clusters
  Score: Raw -114321.363887 + Penalty 2343.275879 = -111978.088008
  nChanged 23
		SP:Iteration 7Q (110099.250000 sec): 3 clusters
  Score: Raw -114349.096195 + Penalty 2343.275879 = -112005.820316
  nChanged 20
		SP:Iteration 8Q (110099.440000 sec): 3 clusters
  Score: Raw -114380.297386 + Penalty 2343.275879 = -112037.021507
  nChanged 14
		SP:Iteration 9Q (110099.590000 sec): 3 clusters
  Score: Raw -114391.872722 + Penalty 2343.275879 = -112048.596843
  nChanged 6
		SP:Iteration 10Q (110099.800000 sec): 3 clusters
  Score: Raw -114396.003377 + Penalty 2343.275879 = -112052.727498
  nChanged 6
		SP:Iteration 11Q (110100.010000 sec): 3 clusters
  Score: Raw -114400.781824 + Penalty 2343.275879 = -112057.505945
  nChanged 4
		SP:Iteration 12Q (110100.170000 sec): 3 clusters
  Score: Raw -114403.999022 + Penalty 2343.275879 = -112060.723143
  nChanged 2
		SP:Iteration 13Q (110100.350000 sec): 3 clusters
  Score: Raw -114405.560479 + Penalty 2343.275879 = -112062.284600
  nChanged 2
		SP:Iteration 14Q (110100.560000 sec): 3 clusters
  Score: Raw -114406.540369 + Penalty 2343.275879 = -112063.264489
  nChanged 1
		SP:Iteration 15Q (110100.750000 sec): 3 clusters
  Score: Raw -114406.824989 + Penalty 2343.275879 = -112063.549110
  nChanged 0
		SP:Iteration 16F (110100.920000 sec): 3 clusters
  Score: Raw -114406.824989 + Penalty 2343.275879 = -112063.549110
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110101.070000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110101.250000 sec): 3 clusters
  Score: Raw -30614.128694 + Penalty 1847.163424 = -28766.965270
  nChanged 48
		SP:Iteration 1F (110101.470000 sec): 3 clusters
  Score: Raw -30704.934579 + Penalty 1847.163424 = -28857.771155
  nChanged 9
		SP:Iteration 2Q (110101.620000 sec): 3 clusters
  Score: Raw -30725.473665 + Penalty 1847.163424 = -28878.310240
  nChanged 2
		SP:Iteration 3Q (110101.840000 sec): 3 clusters
  Score: Raw -30731.444123 + Penalty 1847.163424 = -28884.280699
  nChanged 1
		SP:Iteration 4Q (110102.030000 sec): 3 clusters
  Score: Raw -30736.146178 + Penalty 1847.163424 = -28888.982753
  nChanged 2
		SP:Iteration 5Q (110102.210000 sec): 3 clusters
  Score: Raw -30739.179652 + Penalty 1847.163424 = -28892.016228
  nChanged 0
		SP:Iteration 6F (110102.380000 sec): 3 clusters
  Score: Raw -30739.179652 + Penalty 1847.163424 = -28892.016228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110102.510000 sec): 2 clusters
  Score: Raw -279795.543263 + Penalty 1275.070871 = -278520.472392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110102.690000 sec): 3 clusters
  Score: Raw -278632.797963 + Penalty 2550.141742 = -276082.656221
  nChanged 933
		SP:Iteration 1F (110102.860000 sec): 3 clusters
  Score: Raw -279195.775642 + Penalty 2550.141742 = -276645.633900
  nChanged 171
		SP:Iteration 2F (110103.040000 sec): 3 clusters
  Score: Raw -279294.558035 + Penalty 2550.141742 = -276744.416293
  nChanged 105
		SP:Iteration 3Q (110103.240000 sec): 3 clusters
  Score: Raw -279353.547130 + Penalty 2550.141742 = -276803.405388
  nChanged 84
		SP:Iteration 4Q (110103.430000 sec): 3 clusters
  Score: Raw -279402.329504 + Penalty 2550.141742 = -276852.187762
  nChanged 65
		SP:Iteration 5Q (110103.660000 sec): 3 clusters
  Score: Raw -279440.103277 + Penalty 2550.141742 = -276889.961535
  nChanged 69
		SP:Iteration 6Q (110103.840000 sec): 3 clusters
  Score: Raw -279477.329773 + Penalty 2550.141742 = -276927.188031
  nChanged 54
		SP:Iteration 7Q (110104.070000 sec): 3 clusters
  Score: Raw -279506.480113 + Penalty 2550.141742 = -276956.338371
  nChanged 40
		SP:Iteration 8Q (110104.220000 sec): 3 clusters
  Score: Raw -279527.461892 + Penalty 2550.141742 = -276977.320150
  nChanged 45
		SP:Iteration 9Q (110104.450000 sec): 3 clusters
  Score: Raw -279552.459894 + Penalty 2550.141742 = -277002.318152
  nChanged 38
		SP:Iteration 10Q (110104.650000 sec): 3 clusters
  Score: Raw -279577.254225 + Penalty 2550.141742 = -277027.112483
  nChanged 50
		SP:Iteration 11Q (110104.860000 sec): 3 clusters
  Score: Raw -279610.925132 + Penalty 2550.141742 = -277060.783390
  nChanged 45
		SP:Iteration 12Q (110105.040000 sec): 3 clusters
  Score: Raw -279644.725592 + Penalty 2550.141742 = -277094.583850
  nChanged 54
		SP:Iteration 13Q (110105.220000 sec): 3 clusters
  Score: Raw -279680.929393 + Penalty 2550.141742 = -277130.787651
  nChanged 44
		SP:Iteration 14Q (110105.440000 sec): 3 clusters
  Score: Raw -279707.519939 + Penalty 2550.141742 = -277157.378197
  nChanged 44
		SP:Iteration 15Q (110105.660000 sec): 3 clusters
  Score: Raw -279733.637546 + Penalty 2550.141742 = -277183.495804
  nChanged 24
		SP:Iteration 16Q (110105.870000 sec): 3 clusters
  Score: Raw -279748.844350 + Penalty 2550.141742 = -277198.702608
  nChanged 27
		SP:Iteration 17Q (110106.090000 sec): 3 clusters
  Score: Raw -279769.765966 + Penalty 2550.141742 = -277219.624224
  nChanged 29
		SP:Iteration 18Q (110106.270000 sec): 3 clusters
  Score: Raw -279788.226536 + Penalty 2550.141742 = -277238.084794
  nChanged 22
		SP:Iteration 19Q (110106.510000 sec): 3 clusters
  Score: Raw -279806.848604 + Penalty 2550.141742 = -277256.706862
  nChanged 27
		SP:Iteration 20F (110106.680000 sec): 3 clusters
  Score: Raw -279828.778547 + Penalty 2550.141742 = -277278.636805
  nChanged 24
		SP:Iteration 21Q (110106.920000 sec): 3 clusters
  Score: Raw -279849.010693 + Penalty 2550.141742 = -277298.868951
  nChanged 26
		SP:Iteration 22Q (110107.060000 sec): 3 clusters
  Score: Raw -279866.402110 + Penalty 2550.141742 = -277316.260368
  nChanged 11
		SP:Iteration 23Q (110107.250000 sec): 3 clusters
  Score: Raw -279871.721663 + Penalty 2550.141742 = -277321.579921
  nChanged 10
		SP:Iteration 24Q (110107.470000 sec): 3 clusters
  Score: Raw -279878.499478 + Penalty 2550.141742 = -277328.357736
  nChanged 9
		SP:Iteration 25Q (110107.660000 sec): 3 clusters
  Score: Raw -279885.041057 + Penalty 2550.141742 = -277334.899315
  nChanged 8
		SP:Iteration 26Q (110107.790000 sec): 3 clusters
  Score: Raw -279891.388130 + Penalty 2550.141742 = -277341.246388
  nChanged 4
		SP:Iteration 27Q (110107.980000 sec): 3 clusters
  Score: Raw -279894.058795 + Penalty 2550.141742 = -277343.917053
  nChanged 2
		SP:Iteration 28Q (110108.150000 sec): 3 clusters
  Score: Raw -279895.805165 + Penalty 2550.141742 = -277345.663423
  nChanged 2
		SP:Iteration 29Q (110108.360000 sec): 3 clusters
  Score: Raw -279897.913406 + Penalty 2550.141742 = -277347.771664
  nChanged 4
		SP:Iteration 30Q (110108.560000 sec): 3 clusters
  Score: Raw -279901.415129 + Penalty 2550.141742 = -277351.273387
  nChanged 2
		SP:Iteration 31Q (110108.730000 sec): 3 clusters
  Score: Raw -279902.866635 + Penalty 2550.141742 = -277352.724893
  nChanged 2
		SP:Iteration 32Q (110108.900000 sec): 3 clusters
  Score: Raw -279903.902966 + Penalty 2550.141742 = -277353.761224
  nChanged 3
		SP:Iteration 33Q (110109.090000 sec): 3 clusters
  Score: Raw -279905.483347 + Penalty 2550.141742 = -277355.341605
  nChanged 3
		SP:Iteration 34Q (110109.220000 sec): 3 clusters
  Score: Raw -279907.737329 + Penalty 2550.141742 = -277357.595587
  nChanged 3
		SP:Iteration 35Q (110109.410000 sec): 3 clusters
  Score: Raw -279910.727815 + Penalty 2550.141742 = -277360.586073
  nChanged 4
		SP:Iteration 36Q (110109.600000 sec): 3 clusters
  Score: Raw -279915.857445 + Penalty 2550.141742 = -277365.715703
  nChanged 5
		SP:Iteration 37Q (110109.780000 sec): 3 clusters
  Score: Raw -279920.122355 + Penalty 2550.141742 = -277369.980613
  nChanged 2
		SP:Iteration 38Q (110109.930000 sec): 3 clusters
  Score: Raw -279921.973728 + Penalty 2550.141742 = -277371.831986
  nChanged 4
		SP:Iteration 39Q (110110.120000 sec): 3 clusters
  Score: Raw -279925.944651 + Penalty 2550.141742 = -277375.802909
  nChanged 3
		SP:Iteration 40F (110110.260000 sec): 3 clusters
  Score: Raw -279929.099464 + Penalty 2550.141742 = -277378.957722
  nChanged 3
		SP:Iteration 41Q (110110.460000 sec): 3 clusters
  Score: Raw -279932.368099 + Penalty 2550.141742 = -277382.226357
  nChanged 1
		SP:Iteration 42Q (110110.640000 sec): 3 clusters
  Score: Raw -279933.965648 + Penalty 2550.141742 = -277383.823906
  nChanged 4
		SP:Iteration 43Q (110110.850000 sec): 3 clusters
  Score: Raw -279937.302264 + Penalty 2550.141742 = -277387.160522
  nChanged 1
		SP:Iteration 44Q (110111.020000 sec): 3 clusters
  Score: Raw -279939.217121 + Penalty 2550.141742 = -277389.075379
  nChanged 1
		SP:Iteration 45Q (110111.190000 sec): 3 clusters
  Score: Raw -279940.156427 + Penalty 2550.141742 = -277390.014685
  nChanged 0
		SP:Iteration 46F (110111.390000 sec): 3 clusters
  Score: Raw -279940.156427 + Penalty 2550.141742 = -277390.014685
  nChanged 0
Iteration 339Q (110200.710000 sec): 72 clusters
  Score: Raw -138101367.414639 + Penalty 162986.169066 = -137938381.245573
  nChanged 68
Iteration 340F (110358.820000 sec): 72 clusters
  Score: Raw -138101368.833667 + Penalty 162986.169066 = -137938382.664600
  nChanged 87
Iteration 341Q (110446.070000 sec): 72 clusters
  Score: Raw -138101371.071012 + Penalty 162986.169066 = -137938384.901946
  nChanged 106
Iteration 342Q (110532.170000 sec): 72 clusters
  Score: Raw -138101373.942335 + Penalty 162986.169066 = -137938387.773268
  nChanged 87
Iteration 343Q (110618.850000 sec): 72 clusters
  Score: Raw -138101376.880085 + Penalty 162986.169066 = -137938390.711019
  nChanged 107
Iteration 344Q (110706.010000 sec): 72 clusters
  Score: Raw -138101379.854554 + Penalty 162986.169066 = -137938393.685487
  nChanged 110
Iteration 345Q (110791.960000 sec): 72 clusters
  Score: Raw -138101382.531006 + Penalty 162986.169066 = -137938396.361940
  nChanged 112
Iteration 346Q (110888.430000 sec): 72 clusters
  Score: Raw -138101385.600546 + Penalty 162986.169066 = -137938399.431479
  nChanged 110
Iteration 347Q (110976.950000 sec): 72 clusters
  Score: Raw -138101388.227281 + Penalty 162986.169066 = -137938402.058215
  nChanged 107
Iteration 348Q (111054.430000 sec): 72 clusters
  Score: Raw -138101391.078337 + Penalty 162986.169066 = -137938404.909271
  nChanged 92
Iteration 349Q (111145.050000 sec): 72 clusters
  Score: Raw -138101393.615671 + Penalty 162986.169066 = -137938407.446605
  nChanged 86
Iteration 350Q (111236.880000 sec): 72 clusters
  Score: Raw -138101396.322508 + Penalty 162986.169066 = -137938410.153442
  nChanged 93
Iteration 351Q (111324.510000 sec): 72 clusters
  Score: Raw -138101398.897423 + Penalty 162986.169066 = -137938412.728357
  nChanged 83
Iteration 352Q (111415.880000 sec): 72 clusters
  Score: Raw -138101401.697946 + Penalty 162986.169066 = -137938415.528879
  nChanged 98
Iteration 353Q (111503.500000 sec): 72 clusters
  Score: Raw -138101405.006711 + Penalty 162986.169066 = -137938418.837644
  nChanged 107
Iteration 354Q (111594.330000 sec): 72 clusters
  Score: Raw -138101408.066645 + Penalty 162986.169066 = -137938421.897579
  nChanged 106
Iteration 355Q (111691.270000 sec): 72 clusters
  Score: Raw -138101410.309087 + Penalty 162986.169066 = -137938424.140021
  nChanged 90
Iteration 356Q (111790.470000 sec): 72 clusters
  Score: Raw -138101412.474067 + Penalty 162986.169066 = -137938426.305001
  nChanged 93
Iteration 357Q (111883.370000 sec): 72 clusters
  Score: Raw -138101414.858583 + Penalty 162986.169066 = -137938428.689516
  nChanged 98
Iteration 358Q (111976.800000 sec): 72 clusters
  Score: Raw -138101416.940538 + Penalty 162986.169066 = -137938430.771472
  nChanged 95
Iteration 359Q (112061.840000 sec): 72 clusters
  Score: Raw -138101418.972451 + Penalty 162986.169066 = -137938432.803385
  nChanged 111
Iteration 360F (112213.140000 sec): 72 clusters
  Score: Raw -138101421.432517 + Penalty 162986.169066 = -137938435.263451
  nChanged 124
Iteration 361Q (112282.340000 sec): 72 clusters
  Score: Raw -138101424.328483 + Penalty 162986.169066 = -137938438.159416
  nChanged 116
Iteration 362Q (112356.300000 sec): 72 clusters
  Score: Raw -138101427.197215 + Penalty 162986.169066 = -137938441.028148
  nChanged 137
Iteration 363Q (112433.850000 sec): 72 clusters
  Score: Raw -138101430.712949 + Penalty 162986.169066 = -137938444.543883
  nChanged 153
Iteration 364Q (112512.780000 sec): 72 clusters
  Score: Raw -138101435.254316 + Penalty 162986.169066 = -137938449.085249
  nChanged 178
Iteration 365Q (112596.190000 sec): 72 clusters
  Score: Raw -138101440.279489 + Penalty 162986.169066 = -137938454.110423
  nChanged 192
Iteration 366Q (112677.140000 sec): 72 clusters
  Score: Raw -138101446.335910 + Penalty 162986.169066 = -137938460.166844
  nChanged 223
Iteration 367Q (112758.730000 sec): 72 clusters
  Score: Raw -138101454.625279 + Penalty 162986.169066 = -137938468.456213
  nChanged 224
Iteration 368Q (112848.290000 sec): 72 clusters
  Score: Raw -138101461.985966 + Penalty 162986.169066 = -137938475.816900
  nChanged 252
Iteration 369Q (112936.230000 sec): 72 clusters
  Score: Raw -138101470.375494 + Penalty 162986.169066 = -137938484.206427
  nChanged 253
Iteration 370Q (113017.700000 sec): 72 clusters
  Score: Raw -138101479.138290 + Penalty 162986.169066 = -137938492.969223
  nChanged 270
Iteration 371Q (113102.300000 sec): 72 clusters
  Score: Raw -138101489.191009 + Penalty 162986.169066 = -137938503.021943
  nChanged 286
Iteration 372Q (113189.990000 sec): 72 clusters
  Score: Raw -138101500.241652 + Penalty 162986.169066 = -137938514.072586
  nChanged 309
Iteration 373Q (113269.300000 sec): 72 clusters
  Score: Raw -138101513.278989 + Penalty 162986.169066 = -137938527.109923
  nChanged 347
Iteration 374Q (113354.200000 sec): 72 clusters
  Score: Raw -138101527.893940 + Penalty 162986.169066 = -137938541.724873
  nChanged 349
Iteration 375Q (113430.200000 sec): 72 clusters
  Score: Raw -138101542.509232 + Penalty 162986.169066 = -137938556.340166
  nChanged 358
Iteration 376Q (113501.240000 sec): 72 clusters
  Score: Raw -138101558.261768 + Penalty 162986.169066 = -137938572.092702
  nChanged 359
Iteration 377Q (113586.280000 sec): 72 clusters
  Score: Raw -138101573.332817 + Penalty 162986.169066 = -137938587.163751
  nChanged 344
Iteration 378Q (113667.010000 sec): 72 clusters
  Score: Raw -138101587.100412 + Penalty 162986.169066 = -137938600.931346
  nChanged 333
Writing temp clu file 
Because OldScore, -137938587.163751, is greater than current (better) Score,-137938600.931346 
 Compute initial score before splitting:   Score: Raw -138101587.100412 + Penalty 162986.169066 = -137938600.931346
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113667.420000 sec): 2 clusters
  Score: Raw -112913.528109 + Penalty 1146.768510 = -111766.759600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113667.580000 sec): 3 clusters
  Score: Raw -112521.252018 + Penalty 2293.537019 = -110227.714999
  nChanged 373
		SP:Iteration 1F (113667.780000 sec): 3 clusters
  Score: Raw -112837.494863 + Penalty 2293.537019 = -110543.957844
  nChanged 90
		SP:Iteration 2F (113668.010000 sec): 3 clusters
  Score: Raw -112961.714489 + Penalty 2293.537019 = -110668.177470
  nChanged 64
		SP:Iteration 3F (113668.160000 sec): 3 clusters
  Score: Raw -113061.808767 + Penalty 2293.537019 = -110768.271748
  nChanged 61
		SP:Iteration 4F (113668.380000 sec): 3 clusters
  Score: Raw -113182.618719 + Penalty 2293.537019 = -110889.081700
  nChanged 58
		SP:Iteration 5Q (113668.520000 sec): 3 clusters
  Score: Raw -113277.702111 + Penalty 2293.537019 = -110984.165092
  nChanged 51
		SP:Iteration 6Q (113668.700000 sec): 3 clusters
  Score: Raw -113359.516404 + Penalty 2293.537019 = -111065.979385
  nChanged 50
		SP:Iteration 7Q (113668.870000 sec): 3 clusters
  Score: Raw -113444.037424 + Penalty 2293.537019 = -111150.500405
  nChanged 31
		SP:Iteration 8Q (113669.080000 sec): 3 clusters
  Score: Raw -113481.888879 + Penalty 2293.537019 = -111188.351860
  nChanged 21
		SP:Iteration 9Q (113669.280000 sec): 3 clusters
  Score: Raw -113520.314937 + Penalty 2293.537019 = -111226.777918
  nChanged 22
		SP:Iteration 10Q (113669.510000 sec): 3 clusters
  Score: Raw -113557.984114 + Penalty 2293.537019 = -111264.447095
  nChanged 19
		SP:Iteration 11Q (113669.690000 sec): 3 clusters
  Score: Raw -113581.959350 + Penalty 2293.537019 = -111288.422331
  nChanged 19
		SP:Iteration 12Q (113669.900000 sec): 3 clusters
  Score: Raw -113616.945789 + Penalty 2293.537019 = -111323.408770
  nChanged 15
		SP:Iteration 13Q (113670.080000 sec): 3 clusters
  Score: Raw -113643.010705 + Penalty 2293.537019 = -111349.473686
  nChanged 20
		SP:Iteration 14Q (113670.260000 sec): 3 clusters
  Score: Raw -113694.469370 + Penalty 2293.537019 = -111400.932351
  nChanged 20
		SP:Iteration 15Q (113670.480000 sec): 3 clusters
  Score: Raw -113725.843960 + Penalty 2293.537019 = -111432.306941
  nChanged 12
		SP:Iteration 16Q (113670.630000 sec): 3 clusters
  Score: Raw -113748.883096 + Penalty 2293.537019 = -111455.346077
  nChanged 6
		SP:Iteration 17Q (113670.830000 sec): 3 clusters
  Score: Raw -113755.635049 + Penalty 2293.537019 = -111462.098030
  nChanged 3
		SP:Iteration 18Q (113671.010000 sec): 3 clusters
  Score: Raw -113759.769959 + Penalty 2293.537019 = -111466.232940
  nChanged 6
		SP:Iteration 19Q (113671.200000 sec): 3 clusters
  Score: Raw -113768.641416 + Penalty 2293.537019 = -111475.104397
  nChanged 7
		SP:Iteration 20F (113671.380000 sec): 3 clusters
  Score: Raw -113777.744276 + Penalty 2293.537019 = -111484.207257
  nChanged 3
		SP:Iteration 21Q (113671.580000 sec): 3 clusters
  Score: Raw -113780.102824 + Penalty 2293.537019 = -111486.565805
  nChanged 2
		SP:Iteration 22Q (113671.780000 sec): 3 clusters
  Score: Raw -113784.783710 + Penalty 2293.537019 = -111491.246691
  nChanged 2
		SP:Iteration 23Q (113671.900000 sec): 3 clusters
  Score: Raw -113789.281183 + Penalty 2293.537019 = -111495.744164
  nChanged 3
		SP:Iteration 24Q (113672.100000 sec): 3 clusters
  Score: Raw -113794.210719 + Penalty 2293.537019 = -111500.673700
  nChanged 6
		SP:Iteration 25Q (113672.300000 sec): 3 clusters
  Score: Raw -113803.485777 + Penalty 2293.537019 = -111509.948758
  nChanged 9
		SP:Iteration 26Q (113672.520000 sec): 3 clusters
  Score: Raw -113819.968610 + Penalty 2293.537019 = -111526.431591
  nChanged 8
		SP:Iteration 27Q (113672.700000 sec): 3 clusters
  Score: Raw -113832.800278 + Penalty 2293.537019 = -111539.263259
  nChanged 6
		SP:Iteration 28Q (113672.900000 sec): 3 clusters
  Score: Raw -113846.212973 + Penalty 2293.537019 = -111552.675954
  nChanged 4
		SP:Iteration 29Q (113673.110000 sec): 3 clusters
  Score: Raw -113865.498770 + Penalty 2293.537019 = -111571.961751
  nChanged 6
		SP:Iteration 30Q (113673.340000 sec): 3 clusters
  Score: Raw -113878.662451 + Penalty 2293.537019 = -111585.125432
  nChanged 4
		SP:Iteration 31Q (113673.500000 sec): 3 clusters
  Score: Raw -113895.854708 + Penalty 2293.537019 = -111602.317689
  nChanged 5
		SP:Iteration 32Q (113673.710000 sec): 3 clusters
  Score: Raw -113910.943007 + Penalty 2293.537019 = -111617.405988
  nChanged 3
		SP:Iteration 33Q (113673.880000 sec): 3 clusters
  Score: Raw -113916.856676 + Penalty 2293.537019 = -111623.319657
  nChanged 5
		SP:Iteration 34Q (113674.080000 sec): 3 clusters
  Score: Raw -113930.437725 + Penalty 2293.537019 = -111636.900706
  nChanged 2
		SP:Iteration 35Q (113674.310000 sec): 3 clusters
  Score: Raw -113935.234266 + Penalty 2293.537019 = -111641.697247
  nChanged 0
		SP:Iteration 36F (113674.480000 sec): 3 clusters
  Score: Raw -113935.234266 + Penalty 2293.537019 = -111641.697247
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113674.620000 sec): 2 clusters
  Score: Raw -194230.000243 + Penalty 1233.020298 = -192996.979945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113674.870000 sec): 3 clusters
  Score: Raw -193420.598751 + Penalty 2466.040596 = -190954.558154
  nChanged 693
		SP:Iteration 1F (113675.050000 sec): 3 clusters
  Score: Raw -193881.926714 + Penalty 2466.040596 = -191415.886117
  nChanged 168
		SP:Iteration 2F (113675.290000 sec): 3 clusters
  Score: Raw -194022.588579 + Penalty 2466.040596 = -191556.547982
  nChanged 103
		SP:Iteration 3F (113675.430000 sec): 3 clusters
  Score: Raw -194123.876884 + Penalty 2466.040596 = -191657.836288
  nChanged 89
		SP:Iteration 4Q (113675.650000 sec): 3 clusters
  Score: Raw -194218.041959 + Penalty 2466.040596 = -191752.001362
  nChanged 75
		SP:Iteration 5Q (113675.840000 sec): 3 clusters
  Score: Raw -194301.215331 + Penalty 2466.040596 = -191835.174734
  nChanged 66
		SP:Iteration 6Q (113676.050000 sec): 3 clusters
  Score: Raw -194355.263062 + Penalty 2466.040596 = -191889.222466
  nChanged 67
		SP:Iteration 7Q (113676.230000 sec): 3 clusters
  Score: Raw -194417.858498 + Penalty 2466.040596 = -191951.817901
  nChanged 57
		SP:Iteration 8Q (113676.450000 sec): 3 clusters
  Score: Raw -194466.890587 + Penalty 2466.040596 = -192000.849991
  nChanged 69
		SP:Iteration 9Q (113676.670000 sec): 3 clusters
  Score: Raw -194517.885833 + Penalty 2466.040596 = -192051.845237
  nChanged 66
		SP:Iteration 10Q (113676.840000 sec): 3 clusters
  Score: Raw -194568.623272 + Penalty 2466.040596 = -192102.582675
  nChanged 44
		SP:Iteration 11Q (113677.080000 sec): 3 clusters
  Score: Raw -194600.790818 + Penalty 2466.040596 = -192134.750221
  nChanged 31
		SP:Iteration 12Q (113677.250000 sec): 3 clusters
  Score: Raw -194621.335758 + Penalty 2466.040596 = -192155.295161
  nChanged 26
		SP:Iteration 13Q (113677.460000 sec): 3 clusters
  Score: Raw -194642.982766 + Penalty 2466.040596 = -192176.942170
  nChanged 17
		SP:Iteration 14Q (113677.650000 sec): 3 clusters
  Score: Raw -194652.090870 + Penalty 2466.040596 = -192186.050274
  nChanged 10
		SP:Iteration 15Q (113677.880000 sec): 3 clusters
  Score: Raw -194655.907370 + Penalty 2466.040596 = -192189.866773
  nChanged 9
		SP:Iteration 16Q (113678.080000 sec): 3 clusters
  Score: Raw -194659.788277 + Penalty 2466.040596 = -192193.747680
  nChanged 11
		SP:Iteration 17Q (113678.280000 sec): 3 clusters
  Score: Raw -194665.378388 + Penalty 2466.040596 = -192199.337791
  nChanged 14
		SP:Iteration 18Q (113678.470000 sec): 3 clusters
  Score: Raw -194673.439389 + Penalty 2466.040596 = -192207.398793
  nChanged 17
		SP:Iteration 19Q (113678.720000 sec): 3 clusters
  Score: Raw -194688.681515 + Penalty 2466.040596 = -192222.640918
  nChanged 25
		SP:Iteration 20F (113678.860000 sec): 3 clusters
  Score: Raw -194706.521993 + Penalty 2466.040596 = -192240.481397
  nChanged 16
		SP:Iteration 21Q (113679.060000 sec): 3 clusters
  Score: Raw -194715.175834 + Penalty 2466.040596 = -192249.135238
  nChanged 8
		SP:Iteration 22Q (113679.210000 sec): 3 clusters
  Score: Raw -194720.855660 + Penalty 2466.040596 = -192254.815063
  nChanged 12
		SP:Iteration 23Q (113679.420000 sec): 3 clusters
  Score: Raw -194726.780323 + Penalty 2466.040596 = -192260.739726
  nChanged 7
		SP:Iteration 24Q (113679.560000 sec): 3 clusters
  Score: Raw -194730.335525 + Penalty 2466.040596 = -192264.294929
  nChanged 2
		SP:Iteration 25Q (113679.760000 sec): 3 clusters
  Score: Raw -194731.551411 + Penalty 2466.040596 = -192265.510815
  nChanged 0
		SP:Iteration 26F (113679.960000 sec): 3 clusters
  Score: Raw -194731.551411 + Penalty 2466.040596 = -192265.510815
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113680.070000 sec): 2 clusters
  Score: Raw -390067.460964 + Penalty 1351.795616 = -388715.665347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113680.280000 sec): 3 clusters
  Score: Raw -387967.150162 + Penalty 2703.591232 = -385263.558930
  nChanged 1669
		SP:Iteration 1F (113680.460000 sec): 3 clusters
  Score: Raw -388990.965138 + Penalty 2703.591232 = -386287.373906
  nChanged 349
		SP:Iteration 2F (113680.660000 sec): 3 clusters
  Score: Raw -389274.999321 + Penalty 2703.591232 = -386571.408089
  nChanged 318
		SP:Iteration 3F (113680.830000 sec): 3 clusters
  Score: Raw -389572.812618 + Penalty 2703.591232 = -386869.221386
  nChanged 289
		SP:Iteration 4F (113681.060000 sec): 3 clusters
  Score: Raw -389835.113605 + Penalty 2703.591232 = -387131.522373
  nChanged 248
		SP:Iteration 5F (113681.260000 sec): 3 clusters
  Score: Raw -390059.652891 + Penalty 2703.591232 = -387356.061659
  nChanged 223
		SP:Iteration 6F (113681.500000 sec): 3 clusters
  Score: Raw -390231.584344 + Penalty 2703.591232 = -387527.993112
  nChanged 175
		SP:Iteration 7Q (113681.720000 sec): 3 clusters
  Score: Raw -390361.736425 + Penalty 2703.591232 = -387658.145193
  nChanged 127
		SP:Iteration 8Q (113681.890000 sec): 3 clusters
  Score: Raw -390458.774265 + Penalty 2703.591232 = -387755.183033
  nChanged 111
		SP:Iteration 9Q (113682.100000 sec): 3 clusters
  Score: Raw -390543.071199 + Penalty 2703.591232 = -387839.479966
  nChanged 98
		SP:Iteration 10Q (113682.320000 sec): 3 clusters
  Score: Raw -390620.061572 + Penalty 2703.591232 = -387916.470339
  nChanged 100
		SP:Iteration 11Q (113682.500000 sec): 3 clusters
  Score: Raw -390697.122268 + Penalty 2703.591232 = -387993.531036
  nChanged 84
		SP:Iteration 12Q (113682.690000 sec): 3 clusters
  Score: Raw -390758.749208 + Penalty 2703.591232 = -388055.157976
  nChanged 81
		SP:Iteration 13Q (113682.920000 sec): 3 clusters
  Score: Raw -390821.235558 + Penalty 2703.591232 = -388117.644326
  nChanged 58
		SP:Iteration 14Q (113683.070000 sec): 3 clusters
  Score: Raw -390863.235665 + Penalty 2703.591232 = -388159.644433
  nChanged 55
		SP:Iteration 15Q (113683.340000 sec): 3 clusters
  Score: Raw -390922.985456 + Penalty 2703.591232 = -388219.394223
  nChanged 46
		SP:Iteration 16Q (113683.540000 sec): 3 clusters
  Score: Raw -390974.418928 + Penalty 2703.591232 = -388270.827696
  nChanged 48
		SP:Iteration 17Q (113683.760000 sec): 3 clusters
  Score: Raw -391014.222939 + Penalty 2703.591232 = -388310.631707
  nChanged 31
		SP:Iteration 18Q (113683.950000 sec): 3 clusters
  Score: Raw -391041.093532 + Penalty 2703.591232 = -388337.502300
  nChanged 32
		SP:Iteration 19Q (113684.120000 sec): 3 clusters
  Score: Raw -391064.781352 + Penalty 2703.591232 = -388361.190120
  nChanged 28
		SP:Iteration 20F (113684.320000 sec): 3 clusters
  Score: Raw -391079.168686 + Penalty 2703.591232 = -388375.577454
  nChanged 23
		SP:Iteration 21Q (113684.520000 sec): 3 clusters
  Score: Raw -391088.643424 + Penalty 2703.591232 = -388385.052192
  nChanged 19
		SP:Iteration 22Q (113684.690000 sec): 3 clusters
  Score: Raw -391098.523889 + Penalty 2703.591232 = -388394.932657
  nChanged 16
		SP:Iteration 23Q (113684.940000 sec): 3 clusters
  Score: Raw -391104.566723 + Penalty 2703.591232 = -388400.975490
  nChanged 20
		SP:Iteration 24Q (113685.130000 sec): 3 clusters
  Score: Raw -391111.410943 + Penalty 2703.591232 = -388407.819711
  nChanged 13
		SP:Iteration 25Q (113685.310000 sec): 3 clusters
  Score: Raw -391115.576564 + Penalty 2703.591232 = -388411.985332
  nChanged 12
		SP:Iteration 26Q (113685.480000 sec): 3 clusters
  Score: Raw -391119.156047 + Penalty 2703.591232 = -388415.564814
  nChanged 9
		SP:Iteration 27Q (113685.670000 sec): 3 clusters
  Score: Raw -391121.242789 + Penalty 2703.591232 = -388417.651557
  nChanged 7
		SP:Iteration 28Q (113685.880000 sec): 3 clusters
  Score: Raw -391124.349254 + Penalty 2703.591232 = -388420.758022
  nChanged 8
		SP:Iteration 29Q (113686.090000 sec): 3 clusters
  Score: Raw -391128.289951 + Penalty 2703.591232 = -388424.698719
  nChanged 6
		SP:Iteration 30Q (113686.270000 sec): 3 clusters
  Score: Raw -391129.142179 + Penalty 2703.591232 = -388425.550947
  nChanged 3
		SP:Iteration 31Q (113686.460000 sec): 3 clusters
  Score: Raw -391129.379860 + Penalty 2703.591232 = -388425.788628
  nChanged 2
		SP:Iteration 32Q (113686.680000 sec): 3 clusters
  Score: Raw -391129.690758 + Penalty 2703.591232 = -388426.099526
  nChanged 2
		SP:Iteration 33Q (113686.870000 sec): 3 clusters
  Score: Raw -391129.979879 + Penalty 2703.591232 = -388426.388647
  nChanged 1
		SP:Iteration 34Q (113687.090000 sec): 3 clusters
  Score: Raw -391130.061900 + Penalty 2703.591232 = -388426.470667
  nChanged 0
		SP:Iteration 35F (113687.260000 sec): 3 clusters
  Score: Raw -391130.061900 + Penalty 2703.591232 = -388426.470667
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113687.400000 sec): 2 clusters
  Score: Raw -1038205.837781 + Penalty 1501.594015 = -1036704.243766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113687.640000 sec): 3 clusters
  Score: Raw -1032415.291386 + Penalty 3003.188030 = -1029412.103355
  nChanged 4404
		SP:Iteration 1F (113687.860000 sec): 3 clusters
  Score: Raw -1034852.197729 + Penalty 3003.188030 = -1031849.009699
  nChanged 616
		SP:Iteration 2F (113688.040000 sec): 3 clusters
  Score: Raw -1035077.577793 + Penalty 3003.188030 = -1032074.389763
  nChanged 458
		SP:Iteration 3Q (113688.250000 sec): 3 clusters
  Score: Raw -1035246.160468 + Penalty 3003.188030 = -1032242.972438
  nChanged 395
		SP:Iteration 4Q (113688.450000 sec): 3 clusters
  Score: Raw -1035404.689669 + Penalty 3003.188030 = -1032401.501639
  nChanged 357
		SP:Iteration 5Q (113688.720000 sec): 3 clusters
  Score: Raw -1035548.987191 + Penalty 3003.188030 = -1032545.799160
  nChanged 325
		SP:Iteration 6Q (113688.930000 sec): 3 clusters
  Score: Raw -1035691.416256 + Penalty 3003.188030 = -1032688.228225
  nChanged 329
		SP:Iteration 7Q (113689.230000 sec): 3 clusters
  Score: Raw -1035856.091857 + Penalty 3003.188030 = -1032852.903827
  nChanged 379
		SP:Iteration 8Q (113689.450000 sec): 3 clusters
  Score: Raw -1036064.041495 + Penalty 3003.188030 = -1033060.853464
  nChanged 401
		SP:Iteration 9Q (113689.700000 sec): 3 clusters
  Score: Raw -1036305.962359 + Penalty 3003.188030 = -1033302.774329
  nChanged 430
		SP:Iteration 10Q (113689.960000 sec): 3 clusters
  Score: Raw -1036599.046002 + Penalty 3003.188030 = -1033595.857971
  nChanged 456
		SP:Iteration 11Q (113690.210000 sec): 3 clusters
  Score: Raw -1036936.879512 + Penalty 3003.188030 = -1033933.691482
  nChanged 462
		SP:Iteration 12Q (113690.430000 sec): 3 clusters
  Score: Raw -1037304.594982 + Penalty 3003.188030 = -1034301.406951
  nChanged 397
		SP:Iteration 13Q (113690.700000 sec): 3 clusters
  Score: Raw -1037612.818673 + Penalty 3003.188030 = -1034609.630643
  nChanged 306
		SP:Iteration 14Q (113690.910000 sec): 3 clusters
  Score: Raw -1037859.773224 + Penalty 3003.188030 = -1034856.585194
  nChanged 244
		SP:Iteration 15Q (113691.160000 sec): 3 clusters
  Score: Raw -1038061.388378 + Penalty 3003.188030 = -1035058.200348
  nChanged 199
		SP:Iteration 16Q (113691.410000 sec): 3 clusters
  Score: Raw -1038219.315943 + Penalty 3003.188030 = -1035216.127913
  nChanged 161
		SP:Iteration 17Q (113691.620000 sec): 3 clusters
  Score: Raw -1038330.731313 + Penalty 3003.188030 = -1035327.543283
  nChanged 102
		SP:Iteration 18Q (113691.830000 sec): 3 clusters
  Score: Raw -1038391.833730 + Penalty 3003.188030 = -1035388.645699
  nChanged 75
		SP:Iteration 19Q (113692.060000 sec): 3 clusters
  Score: Raw -1038433.868457 + Penalty 3003.188030 = -1035430.680426
  nChanged 51
		SP:Iteration 20F (113692.300000 sec): 3 clusters
  Score: Raw -1038461.991572 + Penalty 3003.188030 = -1035458.803542
  nChanged 42
		SP:Iteration 21Q (113692.490000 sec): 3 clusters
  Score: Raw -1038484.671476 + Penalty 3003.188030 = -1035481.483445
  nChanged 32
		SP:Iteration 22Q (113692.690000 sec): 3 clusters
  Score: Raw -1038500.951645 + Penalty 3003.188030 = -1035497.763615
  nChanged 20
		SP:Iteration 23Q (113692.930000 sec): 3 clusters
  Score: Raw -1038510.864955 + Penalty 3003.188030 = -1035507.676924
  nChanged 22
		SP:Iteration 24Q (113693.140000 sec): 3 clusters
  Score: Raw -1038524.031047 + Penalty 3003.188030 = -1035520.843017
  nChanged 15
		SP:Iteration 25Q (113693.390000 sec): 3 clusters
  Score: Raw -1038534.396425 + Penalty 3003.188030 = -1035531.208395
  nChanged 25
		SP:Iteration 26Q (113693.590000 sec): 3 clusters
  Score: Raw -1038548.400554 + Penalty 3003.188030 = -1035545.212523
  nChanged 20
		SP:Iteration 27Q (113693.850000 sec): 3 clusters
  Score: Raw -1038559.060495 + Penalty 3003.188030 = -1035555.872465
  nChanged 14
		SP:Iteration 28Q (113694.040000 sec): 3 clusters
  Score: Raw -1038565.141061 + Penalty 3003.188030 = -1035561.953031
  nChanged 13
		SP:Iteration 29Q (113694.300000 sec): 3 clusters
  Score: Raw -1038570.877894 + Penalty 3003.188030 = -1035567.689864
  nChanged 10
		SP:Iteration 30Q (113694.530000 sec): 3 clusters
  Score: Raw -1038576.260053 + Penalty 3003.188030 = -1035573.072022
  nChanged 11
		SP:Iteration 31Q (113694.770000 sec): 3 clusters
  Score: Raw -1038584.656625 + Penalty 3003.188030 = -1035581.468595
  nChanged 15
		SP:Iteration 32Q (113695.010000 sec): 3 clusters
  Score: Raw -1038594.709074 + Penalty 3003.188030 = -1035591.521044
  nChanged 13
		SP:Iteration 33Q (113695.210000 sec): 3 clusters
  Score: Raw -1038602.233414 + Penalty 3003.188030 = -1035599.045384
  nChanged 13
		SP:Iteration 34Q (113695.450000 sec): 3 clusters
  Score: Raw -1038610.113807 + Penalty 3003.188030 = -1035606.925776
  nChanged 8
		SP:Iteration 35Q (113695.740000 sec): 3 clusters
  Score: Raw -1038613.331478 + Penalty 3003.188030 = -1035610.143448
  nChanged 3
		SP:Iteration 36Q (113695.950000 sec): 3 clusters
  Score: Raw -1038615.052928 + Penalty 3003.188030 = -1035611.864898
  nChanged 5
		SP:Iteration 37Q (113696.220000 sec): 3 clusters
  Score: Raw -1038618.409278 + Penalty 3003.188030 = -1035615.221248
  nChanged 7
		SP:Iteration 38Q (113696.390000 sec): 3 clusters
  Score: Raw -1038623.233507 + Penalty 3003.188030 = -1035620.045477
  nChanged 10
		SP:Iteration 39Q (113696.620000 sec): 3 clusters
  Score: Raw -1038629.038961 + Penalty 3003.188030 = -1035625.850930
  nChanged 6
		SP:Iteration 40F (113696.890000 sec): 3 clusters
  Score: Raw -1038631.856852 + Penalty 3003.188030 = -1035628.668822
  nChanged 2
		SP:Iteration 41Q (113697.100000 sec): 3 clusters
  Score: Raw -1038632.493570 + Penalty 3003.188030 = -1035629.305539
  nChanged 3
		SP:Iteration 42Q (113697.340000 sec): 3 clusters
  Score: Raw -1038634.193359 + Penalty 3003.188030 = -1035631.005329
  nChanged 4
		SP:Iteration 43Q (113697.560000 sec): 3 clusters
  Score: Raw -1038636.616377 + Penalty 3003.188030 = -1035633.428347
  nChanged 5
		SP:Iteration 44Q (113697.790000 sec): 3 clusters
  Score: Raw -1038638.743854 + Penalty 3003.188030 = -1035635.555823
  nChanged 3
		SP:Iteration 45Q (113698.040000 sec): 3 clusters
  Score: Raw -1038641.411917 + Penalty 3003.188030 = -1035638.223887
  nChanged 6
		SP:Iteration 46Q (113698.280000 sec): 3 clusters
  Score: Raw -1038645.038525 + Penalty 3003.188030 = -1035641.850494
  nChanged 4
		SP:Iteration 47Q (113698.530000 sec): 3 clusters
  Score: Raw -1038647.862943 + Penalty 3003.188030 = -1035644.674913
  nChanged 5
		SP:Iteration 48Q (113698.750000 sec): 3 clusters
  Score: Raw -1038650.343207 + Penalty 3003.188030 = -1035647.155177
  nChanged 2
		SP:Iteration 49Q (113698.960000 sec): 3 clusters
  Score: Raw -1038652.603586 + Penalty 3003.188030 = -1035649.415555
  nChanged 4
		SP:Iteration 50Q (113699.210000 sec): 3 clusters
  Score: Raw -1038654.430723 + Penalty 3003.188030 = -1035651.242693
  nChanged 2
		SP:Iteration 51Q (113699.430000 sec): 3 clusters
  Score: Raw -1038655.256392 + Penalty 3003.188030 = -1035652.068362
  nChanged 1
		SP:Iteration 52Q (113699.630000 sec): 3 clusters
  Score: Raw -1038655.597131 + Penalty 3003.188030 = -1035652.409101
  nChanged 2
		SP:Iteration 53Q (113699.840000 sec): 3 clusters
  Score: Raw -1038656.788229 + Penalty 3003.188030 = -1035653.600199
  nChanged 3
		SP:Iteration 54Q (113700.080000 sec): 3 clusters
  Score: Raw -1038658.485223 + Penalty 3003.188030 = -1035655.297192
  nChanged 3
		SP:Iteration 55Q (113700.320000 sec): 3 clusters
  Score: Raw -1038659.845254 + Penalty 3003.188030 = -1035656.657224
  nChanged 4
		SP:Iteration 56Q (113700.550000 sec): 3 clusters
  Score: Raw -1038661.712326 + Penalty 3003.188030 = -1035658.524296
  nChanged 2
		SP:Iteration 57Q (113700.780000 sec): 3 clusters
  Score: Raw -1038663.352717 + Penalty 3003.188030 = -1035660.164686
  nChanged 3
		SP:Iteration 58Q (113700.990000 sec): 3 clusters
  Score: Raw -1038664.733634 + Penalty 3003.188030 = -1035661.545604
  nChanged 0
		SP:Iteration 59F (113701.200000 sec): 3 clusters
  Score: Raw -1038664.733634 + Penalty 3003.188030 = -1035661.545604
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113701.320000 sec): 2 clusters
  Score: Raw -532102.121245 + Penalty 1390.698266 = -530711.422979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113701.540000 sec): 3 clusters
  Score: Raw -529415.092527 + Penalty 2781.396533 = -526633.695994
  nChanged 2080
		SP:Iteration 1F (113701.710000 sec): 3 clusters
  Score: Raw -530526.572984 + Penalty 2781.396533 = -527745.176452
  nChanged 369
		SP:Iteration 2F (113701.920000 sec): 3 clusters
  Score: Raw -530712.530187 + Penalty 2781.396533 = -527931.133654
  nChanged 281
		SP:Iteration 3F (113702.140000 sec): 3 clusters
  Score: Raw -530837.068385 + Penalty 2781.396533 = -528055.671852
  nChanged 216
		SP:Iteration 4Q (113702.310000 sec): 3 clusters
  Score: Raw -530936.965507 + Penalty 2781.396533 = -528155.568974
  nChanged 191
		SP:Iteration 5Q (113702.520000 sec): 3 clusters
  Score: Raw -531026.393503 + Penalty 2781.396533 = -528244.996971
  nChanged 207
		SP:Iteration 6Q (113702.740000 sec): 3 clusters
  Score: Raw -531131.801733 + Penalty 2781.396533 = -528350.405200
  nChanged 185
		SP:Iteration 7Q (113702.930000 sec): 3 clusters
  Score: Raw -531225.212805 + Penalty 2781.396533 = -528443.816272
  nChanged 161
		SP:Iteration 8Q (113703.090000 sec): 3 clusters
  Score: Raw -531307.332303 + Penalty 2781.396533 = -528525.935770
  nChanged 157
		SP:Iteration 9Q (113703.280000 sec): 3 clusters
  Score: Raw -531394.597774 + Penalty 2781.396533 = -528613.201241
  nChanged 147
		SP:Iteration 10Q (113703.520000 sec): 3 clusters
  Score: Raw -531474.338776 + Penalty 2781.396533 = -528692.942243
  nChanged 127
		SP:Iteration 11Q (113703.700000 sec): 3 clusters
  Score: Raw -531550.541057 + Penalty 2781.396533 = -528769.144524
  nChanged 124
		SP:Iteration 12Q (113703.910000 sec): 3 clusters
  Score: Raw -531625.193450 + Penalty 2781.396533 = -528843.796917
  nChanged 116
		SP:Iteration 13Q (113704.100000 sec): 3 clusters
  Score: Raw -531692.498073 + Penalty 2781.396533 = -528911.101540
  nChanged 103
		SP:Iteration 14Q (113704.290000 sec): 3 clusters
  Score: Raw -531751.107237 + Penalty 2781.396533 = -528969.710705
  nChanged 91
		SP:Iteration 15Q (113704.520000 sec): 3 clusters
  Score: Raw -531817.450540 + Penalty 2781.396533 = -529036.054007
  nChanged 98
		SP:Iteration 16Q (113704.760000 sec): 3 clusters
  Score: Raw -531893.080084 + Penalty 2781.396533 = -529111.683551
  nChanged 88
		SP:Iteration 17Q (113704.980000 sec): 3 clusters
  Score: Raw -531957.846814 + Penalty 2781.396533 = -529176.450281
  nChanged 70
		SP:Iteration 18Q (113705.180000 sec): 3 clusters
  Score: Raw -532007.274961 + Penalty 2781.396533 = -529225.878428
  nChanged 52
		SP:Iteration 19Q (113705.410000 sec): 3 clusters
  Score: Raw -532030.776935 + Penalty 2781.396533 = -529249.380402
  nChanged 44
		SP:Iteration 20F (113705.580000 sec): 3 clusters
  Score: Raw -532051.256043 + Penalty 2781.396533 = -529269.859510
  nChanged 33
		SP:Iteration 21Q (113705.780000 sec): 3 clusters
  Score: Raw -532065.524775 + Penalty 2781.396533 = -529284.128242
  nChanged 30
		SP:Iteration 22Q (113705.990000 sec): 3 clusters
  Score: Raw -532079.029065 + Penalty 2781.396533 = -529297.632532
  nChanged 26
		SP:Iteration 23Q (113706.210000 sec): 3 clusters
  Score: Raw -532091.302532 + Penalty 2781.396533 = -529309.905999
  nChanged 30
		SP:Iteration 24Q (113706.440000 sec): 3 clusters
  Score: Raw -532106.568865 + Penalty 2781.396533 = -529325.172332
  nChanged 26
		SP:Iteration 25Q (113706.660000 sec): 3 clusters
  Score: Raw -532120.958042 + Penalty 2781.396533 = -529339.561510
  nChanged 26
		SP:Iteration 26Q (113706.880000 sec): 3 clusters
  Score: Raw -532133.102732 + Penalty 2781.396533 = -529351.706199
  nChanged 23
		SP:Iteration 27Q (113707.060000 sec): 3 clusters
  Score: Raw -532144.525885 + Penalty 2781.396533 = -529363.129352
  nChanged 27
		SP:Iteration 28Q (113707.290000 sec): 3 clusters
  Score: Raw -532157.538001 + Penalty 2781.396533 = -529376.141468
  nChanged 25
		SP:Iteration 29Q (113707.480000 sec): 3 clusters
  Score: Raw -532169.505759 + Penalty 2781.396533 = -529388.109227
  nChanged 22
		SP:Iteration 30Q (113707.680000 sec): 3 clusters
  Score: Raw -532178.313039 + Penalty 2781.396533 = -529396.916506
  nChanged 13
		SP:Iteration 31Q (113707.890000 sec): 3 clusters
  Score: Raw -532184.794075 + Penalty 2781.396533 = -529403.397542
  nChanged 13
		SP:Iteration 32Q (113708.060000 sec): 3 clusters
  Score: Raw -532192.361611 + Penalty 2781.396533 = -529410.965078
  nChanged 13
		SP:Iteration 33Q (113708.280000 sec): 3 clusters
  Score: Raw -532196.439663 + Penalty 2781.396533 = -529415.043130
  nChanged 8
		SP:Iteration 34Q (113708.500000 sec): 3 clusters
  Score: Raw -532200.136681 + Penalty 2781.396533 = -529418.740149
  nChanged 4
		SP:Iteration 35Q (113708.700000 sec): 3 clusters
  Score: Raw -532201.665859 + Penalty 2781.396533 = -529420.269326
  nChanged 1
		SP:Iteration 36Q (113708.880000 sec): 3 clusters
  Score: Raw -532201.715825 + Penalty 2781.396533 = -529420.319292
  nChanged 0
		SP:Iteration 37F (113709.090000 sec): 3 clusters
  Score: Raw -532201.715825 + Penalty 2781.396533 = -529420.319292
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113709.190000 sec): 2 clusters
  Score: Raw -270072.079540 + Penalty 1283.672727 = -268788.406813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113709.390000 sec): 3 clusters
  Score: Raw -268835.513732 + Penalty 2567.345453 = -266268.168279
  nChanged 981
		SP:Iteration 1F (113709.600000 sec): 3 clusters
  Score: Raw -269472.827265 + Penalty 2567.345453 = -266905.481812
  nChanged 238
		SP:Iteration 2F (113709.780000 sec): 3 clusters
  Score: Raw -269626.385666 + Penalty 2567.345453 = -267059.040212
  nChanged 175
		SP:Iteration 3F (113710.010000 sec): 3 clusters
  Score: Raw -269821.017525 + Penalty 2567.345453 = -267253.672071
  nChanged 203
		SP:Iteration 4F (113710.180000 sec): 3 clusters
  Score: Raw -270077.983957 + Penalty 2567.345453 = -267510.638503
  nChanged 212
		SP:Iteration 5F (113710.390000 sec): 3 clusters
  Score: Raw -270401.812316 + Penalty 2567.345453 = -267834.466862
  nChanged 204
		SP:Iteration 6F (113710.570000 sec): 3 clusters
  Score: Raw -270683.304449 + Penalty 2567.345453 = -268115.958995
  nChanged 134
		SP:Iteration 7Q (113710.720000 sec): 3 clusters
  Score: Raw -270840.994319 + Penalty 2567.345453 = -268273.648866
  nChanged 95
		SP:Iteration 8Q (113710.930000 sec): 3 clusters
  Score: Raw -270944.629954 + Penalty 2567.345453 = -268377.284500
  nChanged 77
		SP:Iteration 9Q (113711.100000 sec): 3 clusters
  Score: Raw -271012.415932 + Penalty 2567.345453 = -268445.070478
  nChanged 50
		SP:Iteration 10Q (113711.280000 sec): 3 clusters
  Score: Raw -271066.204747 + Penalty 2567.345453 = -268498.859293
  nChanged 46
		SP:Iteration 11Q (113711.460000 sec): 3 clusters
  Score: Raw -271107.516775 + Penalty 2567.345453 = -268540.171321
  nChanged 29
		SP:Iteration 12Q (113711.660000 sec): 3 clusters
  Score: Raw -271129.193335 + Penalty 2567.345453 = -268561.847882
  nChanged 27
		SP:Iteration 13Q (113711.870000 sec): 3 clusters
  Score: Raw -271140.502360 + Penalty 2567.345453 = -268573.156906
  nChanged 13
		SP:Iteration 14Q (113712.060000 sec): 3 clusters
  Score: Raw -271146.061511 + Penalty 2567.345453 = -268578.716057
  nChanged 11
		SP:Iteration 15Q (113712.250000 sec): 3 clusters
  Score: Raw -271152.450874 + Penalty 2567.345453 = -268585.105421
  nChanged 10
		SP:Iteration 16Q (113712.450000 sec): 3 clusters
  Score: Raw -271159.372265 + Penalty 2567.345453 = -268592.026812
  nChanged 13
		SP:Iteration 17Q (113712.610000 sec): 3 clusters
  Score: Raw -271166.751875 + Penalty 2567.345453 = -268599.406422
  nChanged 13
		SP:Iteration 18Q (113712.830000 sec): 3 clusters
  Score: Raw -271173.176581 + Penalty 2567.345453 = -268605.831128
  nChanged 6
		SP:Iteration 19Q (113713.050000 sec): 3 clusters
  Score: Raw -271178.215269 + Penalty 2567.345453 = -268610.869816
  nChanged 7
		SP:Iteration 20F (113713.250000 sec): 3 clusters
  Score: Raw -271183.010018 + Penalty 2567.345453 = -268615.664564
  nChanged 7
		SP:Iteration 21Q (113713.440000 sec): 3 clusters
  Score: Raw -271185.701040 + Penalty 2567.345453 = -268618.355587
  nChanged 3
		SP:Iteration 22Q (113713.590000 sec): 3 clusters
  Score: Raw -271187.617841 + Penalty 2567.345453 = -268620.272388
  nChanged 6
		SP:Iteration 23Q (113713.820000 sec): 3 clusters
  Score: Raw -271190.322573 + Penalty 2567.345453 = -268622.977120
  nChanged 6
		SP:Iteration 24Q (113714.070000 sec): 3 clusters
  Score: Raw -271193.211147 + Penalty 2567.345453 = -268625.865694
  nChanged 5
		SP:Iteration 25Q (113714.250000 sec): 3 clusters
  Score: Raw -271194.834972 + Penalty 2567.345453 = -268627.489518
  nChanged 4
		SP:Iteration 26Q (113714.470000 sec): 3 clusters
  Score: Raw -271196.516742 + Penalty 2567.345453 = -268629.171288
  nChanged 3
		SP:Iteration 27Q (113714.630000 sec): 3 clusters
  Score: Raw -271197.498978 + Penalty 2567.345453 = -268630.153525
  nChanged 6
		SP:Iteration 28Q (113714.860000 sec): 3 clusters
  Score: Raw -271203.526162 + Penalty 2567.345453 = -268636.180708
  nChanged 8
		SP:Iteration 29Q (113715.080000 sec): 3 clusters
  Score: Raw -271206.482547 + Penalty 2567.345453 = -268639.137093
  nChanged 4
		SP:Iteration 30Q (113715.280000 sec): 3 clusters
  Score: Raw -271208.701485 + Penalty 2567.345453 = -268641.356032
  nChanged 4
		SP:Iteration 31Q (113715.450000 sec): 3 clusters
  Score: Raw -271211.216563 + Penalty 2567.345453 = -268643.871109
  nChanged 2
		SP:Iteration 32Q (113715.710000 sec): 3 clusters
  Score: Raw -271212.250773 + Penalty 2567.345453 = -268644.905320
  nChanged 1
		SP:Iteration 33Q (113715.850000 sec): 3 clusters
  Score: Raw -271212.941600 + Penalty 2567.345453 = -268645.596147
  nChanged 1
		SP:Iteration 34Q (113716.090000 sec): 3 clusters
  Score: Raw -271213.697855 + Penalty 2567.345453 = -268646.352401
  nChanged 5
		SP:Iteration 35Q (113716.270000 sec): 3 clusters
  Score: Raw -271215.511095 + Penalty 2567.345453 = -268648.165642
  nChanged 5
		SP:Iteration 36Q (113716.420000 sec): 3 clusters
  Score: Raw -271218.554816 + Penalty 2567.345453 = -268651.209363
  nChanged 2
		SP:Iteration 37Q (113716.620000 sec): 3 clusters
  Score: Raw -271219.214859 + Penalty 2567.345453 = -268651.869406
  nChanged 2
		SP:Iteration 38Q (113716.790000 sec): 3 clusters
  Score: Raw -271219.804011 + Penalty 2567.345453 = -268652.458558
  nChanged 2
		SP:Iteration 39Q (113717.010000 sec): 3 clusters
  Score: Raw -271220.573253 + Penalty 2567.345453 = -268653.227800
  nChanged 0
		SP:Iteration 40F (113717.160000 sec): 3 clusters
  Score: Raw -271220.573253 + Penalty 2567.345453 = -268653.227800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113718.920000 sec): 2 clusters
  Score: Raw -43141906.061633 + Penalty 2100.986862 = -43139805.074771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113720.770000 sec): 3 clusters
  Score: Raw -42864554.929905 + Penalty 4201.973724 = -42860352.956182
  nChanged 201856
		SP:Iteration 1F (113722.420000 sec): 3 clusters
  Score: Raw -42987624.344941 + Penalty 4201.973724 = -42983422.371217
  nChanged 13393
		SP:Iteration 2Q (113724.230000 sec): 3 clusters
  Score: Raw -42991208.811771 + Penalty 4201.973724 = -42987006.838047
  nChanged 16293
		SP:Iteration 3Q (113726.330000 sec): 3 clusters
  Score: Raw -42996847.887018 + Penalty 4201.973724 = -42992645.913294
  nChanged 20669
		SP:Iteration 4F (113728.260000 sec): 3 clusters
  Score: Raw -43006270.913509 + Penalty 4201.973724 = -43002068.939786
  nChanged 25715
		SP:Iteration 5F (113730.130000 sec): 3 clusters
  Score: Raw -43021432.603409 + Penalty 4201.973724 = -43017230.629686
  nChanged 29993
		SP:Iteration 6F (113732.090000 sec): 3 clusters
  Score: Raw -43043357.312525 + Penalty 4201.973724 = -43039155.338802
  nChanged 31241
		SP:Iteration 7F (113733.950000 sec): 3 clusters
  Score: Raw -43069774.182807 + Penalty 4201.973724 = -43065572.209083
  nChanged 27302
		SP:Iteration 8F (113735.720000 sec): 3 clusters
  Score: Raw -43094356.560285 + Penalty 4201.973724 = -43090154.586561
  nChanged 20716
		SP:Iteration 9F (113737.600000 sec): 3 clusters
  Score: Raw -43112985.569431 + Penalty 4201.973724 = -43108783.595707
  nChanged 14019
		SP:Iteration 10Q (113739.410000 sec): 3 clusters
  Score: Raw -43125148.803721 + Penalty 4201.973724 = -43120946.829998
  nChanged 9081
		SP:Iteration 11Q (113741.370000 sec): 3 clusters
  Score: Raw -43132723.054861 + Penalty 4201.973724 = -43128521.081137
  nChanged 5563
		SP:Iteration 12Q (113743.000000 sec): 3 clusters
  Score: Raw -43137237.946378 + Penalty 4201.973724 = -43133035.972654
  nChanged 3136
		SP:Iteration 13Q (113744.540000 sec): 3 clusters
  Score: Raw -43139639.835838 + Penalty 4201.973724 = -43135437.862115
  nChanged 1628
		SP:Iteration 14Q (113746.110000 sec): 3 clusters
  Score: Raw -43140782.474685 + Penalty 4201.973724 = -43136580.500961
  nChanged 915
		SP:Iteration 15Q (113747.740000 sec): 3 clusters
  Score: Raw -43141412.327745 + Penalty 4201.973724 = -43137210.354021
  nChanged 472
		SP:Iteration 16Q (113749.110000 sec): 3 clusters
  Score: Raw -43141737.640564 + Penalty 4201.973724 = -43137535.666840
  nChanged 265
		SP:Iteration 17Q (113750.540000 sec): 3 clusters
  Score: Raw -43141914.163101 + Penalty 4201.973724 = -43137712.189377
  nChanged 169
		SP:Iteration 18Q (113752.070000 sec): 3 clusters
  Score: Raw -43142024.656347 + Penalty 4201.973724 = -43137822.682623
  nChanged 117
		SP:Iteration 19Q (113753.610000 sec): 3 clusters
  Score: Raw -43142088.167135 + Penalty 4201.973724 = -43137886.193412
  nChanged 79
		SP:Iteration 20F (113755.410000 sec): 3 clusters
  Score: Raw -43142131.920142 + Penalty 4201.973724 = -43137929.946418
  nChanged 58
		SP:Iteration 21Q (113757.030000 sec): 3 clusters
  Score: Raw -43142167.402748 + Penalty 4201.973724 = -43137965.429024
  nChanged 52
		SP:Iteration 22Q (113758.480000 sec): 3 clusters
  Score: Raw -43142194.394031 + Penalty 4201.973724 = -43137992.420308
  nChanged 37
		SP:Iteration 23Q (113759.920000 sec): 3 clusters
  Score: Raw -43142213.463951 + Penalty 4201.973724 = -43138011.490227
  nChanged 30
		SP:Iteration 24Q (113761.460000 sec): 3 clusters
  Score: Raw -43142225.632008 + Penalty 4201.973724 = -43138023.658284
  nChanged 21
		SP:Iteration 25Q (113762.870000 sec): 3 clusters
  Score: Raw -43142233.492722 + Penalty 4201.973724 = -43138031.518998
  nChanged 19
		SP:Iteration 26Q (113764.470000 sec): 3 clusters
  Score: Raw -43142240.333069 + Penalty 4201.973724 = -43138038.359346
  nChanged 16
		SP:Iteration 27Q (113766.250000 sec): 3 clusters
  Score: Raw -43142246.230213 + Penalty 4201.973724 = -43138044.256489
  nChanged 16
		SP:Iteration 28Q (113768.020000 sec): 3 clusters
  Score: Raw -43142254.051717 + Penalty 4201.973724 = -43138052.077994
  nChanged 14
		SP:Iteration 29Q (113769.800000 sec): 3 clusters
  Score: Raw -43142259.466958 + Penalty 4201.973724 = -43138057.493235
  nChanged 11
		SP:Iteration 30Q (113771.700000 sec): 3 clusters
  Score: Raw -43142264.387594 + Penalty 4201.973724 = -43138062.413871
  nChanged 14
		SP:Iteration 31Q (113773.460000 sec): 3 clusters
  Score: Raw -43142270.729659 + Penalty 4201.973724 = -43138068.755935
  nChanged 10
		SP:Iteration 32Q (113775.020000 sec): 3 clusters
  Score: Raw -43142274.078309 + Penalty 4201.973724 = -43138072.104585
  nChanged 11
		SP:Iteration 33Q (113776.470000 sec): 3 clusters
  Score: Raw -43142278.535258 + Penalty 4201.973724 = -43138076.561534
  nChanged 11
		SP:Iteration 34Q (113777.990000 sec): 3 clusters
  Score: Raw -43142283.837856 + Penalty 4201.973724 = -43138081.864132
  nChanged 13
		SP:Iteration 35Q (113779.500000 sec): 3 clusters
  Score: Raw -43142289.751837 + Penalty 4201.973724 = -43138087.778113
  nChanged 10
		SP:Iteration 36Q (113781.090000 sec): 3 clusters
  Score: Raw -43142294.129765 + Penalty 4201.973724 = -43138092.156042
  nChanged 6
		SP:Iteration 37Q (113782.550000 sec): 3 clusters
  Score: Raw -43142296.499881 + Penalty 4201.973724 = -43138094.526157
  nChanged 7
		SP:Iteration 38Q (113784.150000 sec): 3 clusters
  Score: Raw -43142299.382197 + Penalty 4201.973724 = -43138097.408473
  nChanged 4
		SP:Iteration 39Q (113785.710000 sec): 3 clusters
  Score: Raw -43142302.378959 + Penalty 4201.973724 = -43138100.405236
  nChanged 2
		SP:Iteration 40F (113787.550000 sec): 3 clusters
  Score: Raw -43142303.175217 + Penalty 4201.973724 = -43138101.201494
  nChanged 3
		SP:Iteration 41Q (113789.080000 sec): 3 clusters
  Score: Raw -43142303.903657 + Penalty 4201.973724 = -43138101.929934
  nChanged 2
		SP:Iteration 42Q (113790.610000 sec): 3 clusters
  Score: Raw -43142304.347658 + Penalty 4201.973724 = -43138102.373935
  nChanged 1
		SP:Iteration 43Q (113792.020000 sec): 3 clusters
  Score: Raw -43142304.802580 + Penalty 4201.973724 = -43138102.828857
  nChanged 2
		SP:Iteration 44Q (113793.400000 sec): 3 clusters
  Score: Raw -43142305.814829 + Penalty 4201.973724 = -43138103.841105
  nChanged 5
		SP:Iteration 45Q (113794.980000 sec): 3 clusters
  Score: Raw -43142308.060245 + Penalty 4201.973724 = -43138106.086521
  nChanged 5
		SP:Iteration 46Q (113796.500000 sec): 3 clusters
  Score: Raw -43142309.969695 + Penalty 4201.973724 = -43138107.995971
  nChanged 3
		SP:Iteration 47Q (113798.050000 sec): 3 clusters
  Score: Raw -43142311.241786 + Penalty 4201.973724 = -43138109.268063
  nChanged 3
		SP:Iteration 48Q (113799.510000 sec): 3 clusters
  Score: Raw -43142313.009174 + Penalty 4201.973724 = -43138111.035451
  nChanged 3
		SP:Iteration 49Q (113801.210000 sec): 3 clusters
  Score: Raw -43142313.921740 + Penalty 4201.973724 = -43138111.948017
  nChanged 1
		SP:Iteration 50Q (113802.890000 sec): 3 clusters
  Score: Raw -43142314.295397 + Penalty 4201.973724 = -43138112.321673
  nChanged 0
		SP:Iteration 51F (113804.860000 sec): 3 clusters
  Score: Raw -43142314.295397 + Penalty 4201.973724 = -43138112.321673
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113805.280000 sec): 2 clusters
  Score: Raw -2505450.865552 + Penalty 1634.690888 = -2503816.174664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113805.580000 sec): 3 clusters
  Score: Raw -2491262.415550 + Penalty 3269.381776 = -2487993.033774
  nChanged 10579
		SP:Iteration 1F (113805.840000 sec): 3 clusters
  Score: Raw -2497047.424753 + Penalty 3269.381776 = -2493778.042976
  nChanged 1089
		SP:Iteration 2Q (113806.160000 sec): 3 clusters
  Score: Raw -2497377.422990 + Penalty 3269.381776 = -2494108.041214
  nChanged 937
		SP:Iteration 3Q (113806.490000 sec): 3 clusters
  Score: Raw -2497660.643391 + Penalty 3269.381776 = -2494391.261614
  nChanged 887
		SP:Iteration 4Q (113806.780000 sec): 3 clusters
  Score: Raw -2497931.017193 + Penalty 3269.381776 = -2494661.635417
  nChanged 865
		SP:Iteration 5Q (113807.100000 sec): 3 clusters
  Score: Raw -2498225.804304 + Penalty 3269.381776 = -2494956.422528
  nChanged 907
		SP:Iteration 6Q (113807.400000 sec): 3 clusters
  Score: Raw -2498554.386796 + Penalty 3269.381776 = -2495285.005020
  nChanged 963
		SP:Iteration 7Q (113807.690000 sec): 3 clusters
  Score: Raw -2498917.144585 + Penalty 3269.381776 = -2495647.762808
  nChanged 1004
		SP:Iteration 8Q (113807.980000 sec): 3 clusters
  Score: Raw -2499360.638500 + Penalty 3269.381776 = -2496091.256724
  nChanged 1119
		SP:Iteration 9Q (113808.300000 sec): 3 clusters
  Score: Raw -2499890.322545 + Penalty 3269.381776 = -2496620.940769
  nChanged 1158
		SP:Iteration 10Q (113808.550000 sec): 3 clusters
  Score: Raw -2500493.311693 + Penalty 3269.381776 = -2497223.929917
  nChanged 1229
		SP:Iteration 11F (113808.890000 sec): 3 clusters
  Score: Raw -2501199.046939 + Penalty 3269.381776 = -2497929.665163
  nChanged 1157
		SP:Iteration 12Q (113809.130000 sec): 3 clusters
  Score: Raw -2501944.237785 + Penalty 3269.381776 = -2498674.856009
  nChanged 1090
		SP:Iteration 13Q (113809.450000 sec): 3 clusters
  Score: Raw -2502751.144728 + Penalty 3269.381776 = -2499481.762952
  nChanged 1017
		SP:Iteration 14Q (113809.760000 sec): 3 clusters
  Score: Raw -2503573.115798 + Penalty 3269.381776 = -2500303.734022
  nChanged 826
		SP:Iteration 15Q (113810.010000 sec): 3 clusters
  Score: Raw -2504271.656467 + Penalty 3269.381776 = -2501002.274690
  nChanged 596
		SP:Iteration 16Q (113810.270000 sec): 3 clusters
  Score: Raw -2504767.943987 + Penalty 3269.381776 = -2501498.562211
  nChanged 403
		SP:Iteration 17Q (113810.570000 sec): 3 clusters
  Score: Raw -2505088.974903 + Penalty 3269.381776 = -2501819.593126
  nChanged 237
		SP:Iteration 18Q (113810.840000 sec): 3 clusters
  Score: Raw -2505282.146389 + Penalty 3269.381776 = -2502012.764612
  nChanged 169
		SP:Iteration 19Q (113811.130000 sec): 3 clusters
  Score: Raw -2505414.902094 + Penalty 3269.381776 = -2502145.520318
  nChanged 95
		SP:Iteration 20F (113811.440000 sec): 3 clusters
  Score: Raw -2505491.357837 + Penalty 3269.381776 = -2502221.976061
  nChanged 63
		SP:Iteration 21Q (113811.670000 sec): 3 clusters
  Score: Raw -2505548.703060 + Penalty 3269.381776 = -2502279.321284
  nChanged 46
		SP:Iteration 22Q (113811.930000 sec): 3 clusters
  Score: Raw -2505589.803299 + Penalty 3269.381776 = -2502320.421523
  nChanged 32
		SP:Iteration 23Q (113812.200000 sec): 3 clusters
  Score: Raw -2505618.644548 + Penalty 3269.381776 = -2502349.262771
  nChanged 27
		SP:Iteration 24Q (113812.460000 sec): 3 clusters
  Score: Raw -2505647.450130 + Penalty 3269.381776 = -2502378.068353
  nChanged 15
		SP:Iteration 25Q (113812.740000 sec): 3 clusters
  Score: Raw -2505662.203345 + Penalty 3269.381776 = -2502392.821568
  nChanged 12
		SP:Iteration 26Q (113813.050000 sec): 3 clusters
  Score: Raw -2505673.802510 + Penalty 3269.381776 = -2502404.420734
  nChanged 8
		SP:Iteration 27Q (113813.330000 sec): 3 clusters
  Score: Raw -2505678.949877 + Penalty 3269.381776 = -2502409.568100
  nChanged 2
		SP:Iteration 28Q (113813.600000 sec): 3 clusters
  Score: Raw -2505680.639178 + Penalty 3269.381776 = -2502411.257401
  nChanged 1
		SP:Iteration 29Q (113813.880000 sec): 3 clusters
  Score: Raw -2505681.174535 + Penalty 3269.381776 = -2502411.792759
  nChanged 1
		SP:Iteration 30Q (113814.170000 sec): 3 clusters
  Score: Raw -2505682.657350 + Penalty 3269.381776 = -2502413.275574
  nChanged 2
		SP:Iteration 31Q (113814.460000 sec): 3 clusters
  Score: Raw -2505684.090420 + Penalty 3269.381776 = -2502414.708643
  nChanged 1
		SP:Iteration 32Q (113814.730000 sec): 3 clusters
  Score: Raw -2505684.974839 + Penalty 3269.381776 = -2502415.593063
  nChanged 1
		SP:Iteration 33Q (113815.000000 sec): 3 clusters
  Score: Raw -2505686.745428 + Penalty 3269.381776 = -2502417.363652
  nChanged 1
		SP:Iteration 34Q (113815.230000 sec): 3 clusters
  Score: Raw -2505687.312174 + Penalty 3269.381776 = -2502417.930398
  nChanged 2
		SP:Iteration 35Q (113815.520000 sec): 3 clusters
  Score: Raw -2505688.980639 + Penalty 3269.381776 = -2502419.598863
  nChanged 1
		SP:Iteration 36Q (113815.730000 sec): 3 clusters
  Score: Raw -2505689.439384 + Penalty 3269.381776 = -2502420.057608
  nChanged 0
		SP:Iteration 37F (113816.040000 sec): 3 clusters
  Score: Raw -2505689.439384 + Penalty 3269.381776 = -2502420.057608
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113816.190000 sec): 2 clusters
  Score: Raw -2142534.632846 + Penalty 1622.820407 = -2140911.812439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113816.500000 sec): 3 clusters
  Score: Raw -2129366.679726 + Penalty 3245.640815 = -2126121.038912
  nChanged 9906
		SP:Iteration 1F (113816.780000 sec): 3 clusters
  Score: Raw -2135096.063382 + Penalty 3245.640815 = -2131850.422567
  nChanged 1444
		SP:Iteration 2F (113817.040000 sec): 3 clusters
  Score: Raw -2136062.680933 + Penalty 3245.640815 = -2132817.040118
  nChanged 1652
		SP:Iteration 3F (113817.350000 sec): 3 clusters
  Score: Raw -2137325.588301 + Penalty 3245.640815 = -2134079.947486
  nChanged 1793
		SP:Iteration 4F (113817.620000 sec): 3 clusters
  Score: Raw -2138751.304894 + Penalty 3245.640815 = -2135505.664080
  nChanged 1606
		SP:Iteration 5F (113817.880000 sec): 3 clusters
  Score: Raw -2140085.658627 + Penalty 3245.640815 = -2136840.017812
  nChanged 1273
		SP:Iteration 6F (113818.170000 sec): 3 clusters
  Score: Raw -2141184.117971 + Penalty 3245.640815 = -2137938.477157
  nChanged 880
		SP:Iteration 7Q (113818.430000 sec): 3 clusters
  Score: Raw -2141962.289191 + Penalty 3245.640815 = -2138716.648376
  nChanged 641
		SP:Iteration 8Q (113818.700000 sec): 3 clusters
  Score: Raw -2142445.049416 + Penalty 3245.640815 = -2139199.408601
  nChanged 446
		SP:Iteration 9Q (113818.990000 sec): 3 clusters
  Score: Raw -2142725.273492 + Penalty 3245.640815 = -2139479.632677
  nChanged 343
		SP:Iteration 10Q (113819.240000 sec): 3 clusters
  Score: Raw -2142902.789586 + Penalty 3245.640815 = -2139657.148772
  nChanged 277
		SP:Iteration 11Q (113819.520000 sec): 3 clusters
  Score: Raw -2143024.447784 + Penalty 3245.640815 = -2139778.806969
  nChanged 218
		SP:Iteration 12Q (113819.780000 sec): 3 clusters
  Score: Raw -2143117.207892 + Penalty 3245.640815 = -2139871.567078
  nChanged 177
		SP:Iteration 13Q (113820.040000 sec): 3 clusters
  Score: Raw -2143191.598166 + Penalty 3245.640815 = -2139945.957351
  nChanged 169
		SP:Iteration 14Q (113820.320000 sec): 3 clusters
  Score: Raw -2143258.075782 + Penalty 3245.640815 = -2140012.434968
  nChanged 148
		SP:Iteration 15Q (113820.580000 sec): 3 clusters
  Score: Raw -2143310.184595 + Penalty 3245.640815 = -2140064.543781
  nChanged 146
		SP:Iteration 16Q (113820.790000 sec): 3 clusters
  Score: Raw -2143361.592007 + Penalty 3245.640815 = -2140115.951192
  nChanged 144
		SP:Iteration 17Q (113821.060000 sec): 3 clusters
  Score: Raw -2143419.226268 + Penalty 3245.640815 = -2140173.585453
  nChanged 146
		SP:Iteration 18Q (113821.360000 sec): 3 clusters
  Score: Raw -2143487.125539 + Penalty 3245.640815 = -2140241.484724
  nChanged 134
		SP:Iteration 19Q (113821.650000 sec): 3 clusters
  Score: Raw -2143540.100570 + Penalty 3245.640815 = -2140294.459756
  nChanged 108
		SP:Iteration 20F (113821.880000 sec): 3 clusters
  Score: Raw -2143574.256692 + Penalty 3245.640815 = -2140328.615877
  nChanged 68
		SP:Iteration 21Q (113822.140000 sec): 3 clusters
  Score: Raw -2143592.139336 + Penalty 3245.640815 = -2140346.498522
  nChanged 60
		SP:Iteration 22Q (113822.460000 sec): 3 clusters
  Score: Raw -2143612.066375 + Penalty 3245.640815 = -2140366.425561
  nChanged 57
		SP:Iteration 23Q (113822.680000 sec): 3 clusters
  Score: Raw -2143631.511345 + Penalty 3245.640815 = -2140385.870531
  nChanged 55
		SP:Iteration 24Q (113822.960000 sec): 3 clusters
  Score: Raw -2143650.783440 + Penalty 3245.640815 = -2140405.142626
  nChanged 42
		SP:Iteration 25Q (113823.230000 sec): 3 clusters
  Score: Raw -2143662.515308 + Penalty 3245.640815 = -2140416.874493
  nChanged 30
		SP:Iteration 26Q (113823.500000 sec): 3 clusters
  Score: Raw -2143669.903812 + Penalty 3245.640815 = -2140424.262998
  nChanged 22
		SP:Iteration 27Q (113823.740000 sec): 3 clusters
  Score: Raw -2143676.064317 + Penalty 3245.640815 = -2140430.423502
  nChanged 23
		SP:Iteration 28Q (113824.020000 sec): 3 clusters
  Score: Raw -2143681.536444 + Penalty 3245.640815 = -2140435.895630
  nChanged 22
		SP:Iteration 29Q (113824.280000 sec): 3 clusters
  Score: Raw -2143687.632365 + Penalty 3245.640815 = -2140441.991551
  nChanged 23
		SP:Iteration 30Q (113824.550000 sec): 3 clusters
  Score: Raw -2143693.199339 + Penalty 3245.640815 = -2140447.558524
  nChanged 22
		SP:Iteration 31Q (113824.760000 sec): 3 clusters
  Score: Raw -2143698.062953 + Penalty 3245.640815 = -2140452.422139
  nChanged 19
		SP:Iteration 32Q (113825.070000 sec): 3 clusters
  Score: Raw -2143701.151545 + Penalty 3245.640815 = -2140455.510730
  nChanged 13
		SP:Iteration 33Q (113825.310000 sec): 3 clusters
  Score: Raw -2143704.691315 + Penalty 3245.640815 = -2140459.050501
  nChanged 10
		SP:Iteration 34Q (113825.540000 sec): 3 clusters
  Score: Raw -2143706.978404 + Penalty 3245.640815 = -2140461.337589
  nChanged 9
		SP:Iteration 35Q (113825.840000 sec): 3 clusters
  Score: Raw -2143708.484157 + Penalty 3245.640815 = -2140462.843342
  nChanged 4
		SP:Iteration 36Q (113826.030000 sec): 3 clusters
  Score: Raw -2143709.098466 + Penalty 3245.640815 = -2140463.457652
  nChanged 6
		SP:Iteration 37Q (113826.250000 sec): 3 clusters
  Score: Raw -2143710.078903 + Penalty 3245.640815 = -2140464.438088
  nChanged 7
		SP:Iteration 38Q (113826.500000 sec): 3 clusters
  Score: Raw -2143711.467593 + Penalty 3245.640815 = -2140465.826778
  nChanged 6
		SP:Iteration 39Q (113826.750000 sec): 3 clusters
  Score: Raw -2143713.335833 + Penalty 3245.640815 = -2140467.695019
  nChanged 12
		SP:Iteration 40F (113827.040000 sec): 3 clusters
  Score: Raw -2143717.558417 + Penalty 3245.640815 = -2140471.917603
  nChanged 19
		SP:Iteration 41Q (113827.260000 sec): 3 clusters
  Score: Raw -2143723.895675 + Penalty 3245.640815 = -2140478.254860
  nChanged 20
		SP:Iteration 42Q (113827.580000 sec): 3 clusters
  Score: Raw -2143728.949717 + Penalty 3245.640815 = -2140483.308903
  nChanged 19
		SP:Iteration 43Q (113827.850000 sec): 3 clusters
  Score: Raw -2143733.488830 + Penalty 3245.640815 = -2140487.848015
  nChanged 17
		SP:Iteration 44Q (113828.140000 sec): 3 clusters
  Score: Raw -2143737.035631 + Penalty 3245.640815 = -2140491.394817
  nChanged 9
		SP:Iteration 45Q (113828.420000 sec): 3 clusters
  Score: Raw -2143739.670142 + Penalty 3245.640815 = -2140494.029327
  nChanged 11
		SP:Iteration 46Q (113828.720000 sec): 3 clusters
  Score: Raw -2143742.584077 + Penalty 3245.640815 = -2140496.943263
  nChanged 10
		SP:Iteration 47Q (113829.000000 sec): 3 clusters
  Score: Raw -2143745.163293 + Penalty 3245.640815 = -2140499.522478
  nChanged 8
		SP:Iteration 48Q (113829.230000 sec): 3 clusters
  Score: Raw -2143747.281425 + Penalty 3245.640815 = -2140501.640611
  nChanged 7
		SP:Iteration 49Q (113829.480000 sec): 3 clusters
  Score: Raw -2143748.864022 + Penalty 3245.640815 = -2140503.223207
  nChanged 7
		SP:Iteration 50Q (113829.750000 sec): 3 clusters
  Score: Raw -2143750.765754 + Penalty 3245.640815 = -2140505.124939
  nChanged 7
		SP:Iteration 51Q (113830.040000 sec): 3 clusters
  Score: Raw -2143752.195224 + Penalty 3245.640815 = -2140506.554409
  nChanged 3
		SP:Iteration 52Q (113830.320000 sec): 3 clusters
  Score: Raw -2143752.874853 + Penalty 3245.640815 = -2140507.234039
  nChanged 2
		SP:Iteration 53Q (113830.660000 sec): 3 clusters
  Score: Raw -2143753.188005 + Penalty 3245.640815 = -2140507.547191
  nChanged 4
		SP:Iteration 54Q (113830.930000 sec): 3 clusters
  Score: Raw -2143754.858602 + Penalty 3245.640815 = -2140509.217788
  nChanged 10
		SP:Iteration 55Q (113831.230000 sec): 3 clusters
  Score: Raw -2143756.822680 + Penalty 3245.640815 = -2140511.181866
  nChanged 10
		SP:Iteration 56Q (113831.520000 sec): 3 clusters
  Score: Raw -2143759.662661 + Penalty 3245.640815 = -2140514.021847
  nChanged 8
		SP:Iteration 57Q (113831.780000 sec): 3 clusters
  Score: Raw -2143762.003618 + Penalty 3245.640815 = -2140516.362803
  nChanged 10
		SP:Iteration 58Q (113832.100000 sec): 3 clusters
  Score: Raw -2143763.851272 + Penalty 3245.640815 = -2140518.210457
  nChanged 3
		SP:Iteration 59Q (113832.470000 sec): 3 clusters
  Score: Raw -2143764.237646 + Penalty 3245.640815 = -2140518.596831
  nChanged 1
		SP:Iteration 60F (113832.750000 sec): 3 clusters
  Score: Raw -2143764.411579 + Penalty 3245.640815 = -2140518.770765
  nChanged 1
		SP:Iteration 61Q (113833.080000 sec): 3 clusters
  Score: Raw -2143764.725137 + Penalty 3245.640815 = -2140519.084323
  nChanged 0
		SP:Iteration 62F (113833.350000 sec): 3 clusters
  Score: Raw -2143764.725137 + Penalty 3245.640815 = -2140519.084323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113833.510000 sec): 2 clusters
  Score: Raw -374682.470267 + Penalty 1344.955483 = -373337.514784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113833.760000 sec): 3 clusters
  Score: Raw -372779.032587 + Penalty 2689.910966 = -370089.121622
  nChanged 1551
		SP:Iteration 1F (113833.950000 sec): 3 clusters
  Score: Raw -373740.754875 + Penalty 2689.910966 = -371050.843909
  nChanged 346
		SP:Iteration 2F (113834.160000 sec): 3 clusters
  Score: Raw -374006.900869 + Penalty 2689.910966 = -371316.989903
  nChanged 271
		SP:Iteration 3F (113834.360000 sec): 3 clusters
  Score: Raw -374256.001645 + Penalty 2689.910966 = -371566.090679
  nChanged 249
		SP:Iteration 4F (113834.590000 sec): 3 clusters
  Score: Raw -374527.408700 + Penalty 2689.910966 = -371837.497735
  nChanged 252
		SP:Iteration 5F (113834.780000 sec): 3 clusters
  Score: Raw -374796.122008 + Penalty 2689.910966 = -372106.211042
  nChanged 211
		SP:Iteration 6F (113834.920000 sec): 3 clusters
  Score: Raw -374992.201897 + Penalty 2689.910966 = -372302.290931
  nChanged 164
		SP:Iteration 7Q (113835.140000 sec): 3 clusters
  Score: Raw -375135.193179 + Penalty 2689.910966 = -372445.282213
  nChanged 143
		SP:Iteration 8Q (113835.310000 sec): 3 clusters
  Score: Raw -375239.482122 + Penalty 2689.910966 = -372549.571156
  nChanged 110
		SP:Iteration 9Q (113835.500000 sec): 3 clusters
  Score: Raw -375302.557166 + Penalty 2689.910966 = -372612.646200
  nChanged 81
		SP:Iteration 10Q (113835.730000 sec): 3 clusters
  Score: Raw -375351.883173 + Penalty 2689.910966 = -372661.972208
  nChanged 71
		SP:Iteration 11Q (113835.940000 sec): 3 clusters
  Score: Raw -375395.120599 + Penalty 2689.910966 = -372705.209633
  nChanged 53
		SP:Iteration 12Q (113836.180000 sec): 3 clusters
  Score: Raw -375424.616456 + Penalty 2689.910966 = -372734.705490
  nChanged 47
		SP:Iteration 13Q (113836.380000 sec): 3 clusters
  Score: Raw -375443.972263 + Penalty 2689.910966 = -372754.061297
  nChanged 30
		SP:Iteration 14Q (113836.590000 sec): 3 clusters
  Score: Raw -375453.857918 + Penalty 2689.910966 = -372763.946953
  nChanged 27
		SP:Iteration 15Q (113836.780000 sec): 3 clusters
  Score: Raw -375467.556536 + Penalty 2689.910966 = -372777.645570
  nChanged 25
		SP:Iteration 16Q (113836.970000 sec): 3 clusters
  Score: Raw -375480.388347 + Penalty 2689.910966 = -372790.477381
  nChanged 23
		SP:Iteration 17Q (113837.140000 sec): 3 clusters
  Score: Raw -375487.728579 + Penalty 2689.910966 = -372797.817613
  nChanged 14
		SP:Iteration 18Q (113837.360000 sec): 3 clusters
  Score: Raw -375490.742705 + Penalty 2689.910966 = -372800.831739
  nChanged 7
		SP:Iteration 19Q (113837.580000 sec): 3 clusters
  Score: Raw -375493.546054 + Penalty 2689.910966 = -372803.635088
  nChanged 9
		SP:Iteration 20F (113837.780000 sec): 3 clusters
  Score: Raw -375495.668983 + Penalty 2689.910966 = -372805.758017
  nChanged 6
		SP:Iteration 21Q (113838.000000 sec): 3 clusters
  Score: Raw -375497.615111 + Penalty 2689.910966 = -372807.704145
  nChanged 5
		SP:Iteration 22Q (113838.190000 sec): 3 clusters
  Score: Raw -375498.998032 + Penalty 2689.910966 = -372809.087066
  nChanged 6
		SP:Iteration 23Q (113838.410000 sec): 3 clusters
  Score: Raw -375501.007026 + Penalty 2689.910966 = -372811.096060
  nChanged 5
		SP:Iteration 24Q (113838.630000 sec): 3 clusters
  Score: Raw -375502.181100 + Penalty 2689.910966 = -372812.270134
  nChanged 6
		SP:Iteration 25Q (113838.910000 sec): 3 clusters
  Score: Raw -375504.340613 + Penalty 2689.910966 = -372814.429647
  nChanged 6
		SP:Iteration 26Q (113839.080000 sec): 3 clusters
  Score: Raw -375505.581452 + Penalty 2689.910966 = -372815.670486
  nChanged 2
		SP:Iteration 27Q (113839.250000 sec): 3 clusters
  Score: Raw -375505.884484 + Penalty 2689.910966 = -372815.973519
  nChanged 1
		SP:Iteration 28Q (113839.470000 sec): 3 clusters
  Score: Raw -375506.057007 + Penalty 2689.910966 = -372816.146041
  nChanged 0
		SP:Iteration 29F (113839.640000 sec): 3 clusters
  Score: Raw -375506.057007 + Penalty 2689.910966 = -372816.146041
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113839.790000 sec): 2 clusters
  Score: Raw -731704.958145 + Penalty 1446.494198 = -730258.463946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113840.050000 sec): 3 clusters
  Score: Raw -727709.565511 + Penalty 2892.988396 = -724816.577115
  nChanged 3129
		SP:Iteration 1F (113840.310000 sec): 3 clusters
  Score: Raw -729469.624365 + Penalty 2892.988396 = -726576.635969
  nChanged 500
		SP:Iteration 2F (113840.520000 sec): 3 clusters
  Score: Raw -729744.794079 + Penalty 2892.988396 = -726851.805683
  nChanged 419
		SP:Iteration 3F (113840.690000 sec): 3 clusters
  Score: Raw -729978.980198 + Penalty 2892.988396 = -727085.991801
  nChanged 362
		SP:Iteration 4Q (113840.890000 sec): 3 clusters
  Score: Raw -730190.344845 + Penalty 2892.988396 = -727297.356449
  nChanged 338
		SP:Iteration 5Q (113841.090000 sec): 3 clusters
  Score: Raw -730379.759661 + Penalty 2892.988396 = -727486.771264
  nChanged 307
		SP:Iteration 6Q (113841.330000 sec): 3 clusters
  Score: Raw -730576.012219 + Penalty 2892.988396 = -727683.023823
  nChanged 287
		SP:Iteration 7Q (113841.500000 sec): 3 clusters
  Score: Raw -730750.455172 + Penalty 2892.988396 = -727857.466776
  nChanged 281
		SP:Iteration 8Q (113841.700000 sec): 3 clusters
  Score: Raw -730943.738571 + Penalty 2892.988396 = -728050.750175
  nChanged 276
		SP:Iteration 9Q (113841.920000 sec): 3 clusters
  Score: Raw -731132.031657 + Penalty 2892.988396 = -728239.043260
  nChanged 233
		SP:Iteration 10Q (113842.160000 sec): 3 clusters
  Score: Raw -731281.199466 + Penalty 2892.988396 = -728388.211070
  nChanged 204
		SP:Iteration 11Q (113842.390000 sec): 3 clusters
  Score: Raw -731401.627048 + Penalty 2892.988396 = -728508.638651
  nChanged 162
		SP:Iteration 12Q (113842.680000 sec): 3 clusters
  Score: Raw -731485.076931 + Penalty 2892.988396 = -728592.088535
  nChanged 136
		SP:Iteration 13Q (113842.900000 sec): 3 clusters
  Score: Raw -731542.177951 + Penalty 2892.988396 = -728649.189555
  nChanged 101
		SP:Iteration 14Q (113843.140000 sec): 3 clusters
  Score: Raw -731582.098791 + Penalty 2892.988396 = -728689.110395
  nChanged 101
		SP:Iteration 15Q (113843.300000 sec): 3 clusters
  Score: Raw -731629.913828 + Penalty 2892.988396 = -728736.925432
  nChanged 92
		SP:Iteration 16Q (113843.510000 sec): 3 clusters
  Score: Raw -731677.543701 + Penalty 2892.988396 = -728784.555304
  nChanged 89
		SP:Iteration 17Q (113843.700000 sec): 3 clusters
  Score: Raw -731720.055581 + Penalty 2892.988396 = -728827.067185
  nChanged 97
		SP:Iteration 18Q (113843.910000 sec): 3 clusters
  Score: Raw -731769.178818 + Penalty 2892.988396 = -728876.190421
  nChanged 87
		SP:Iteration 19Q (113844.150000 sec): 3 clusters
  Score: Raw -731810.450082 + Penalty 2892.988396 = -728917.461686
  nChanged 87
		SP:Iteration 20F (113844.340000 sec): 3 clusters
  Score: Raw -731842.655154 + Penalty 2892.988396 = -728949.666758
  nChanged 67
		SP:Iteration 21Q (113844.570000 sec): 3 clusters
  Score: Raw -731867.289897 + Penalty 2892.988396 = -728974.301500
  nChanged 52
		SP:Iteration 22Q (113844.760000 sec): 3 clusters
  Score: Raw -731889.839660 + Penalty 2892.988396 = -728996.851264
  nChanged 51
		SP:Iteration 23Q (113845.020000 sec): 3 clusters
  Score: Raw -731910.409887 + Penalty 2892.988396 = -729017.421491
  nChanged 50
		SP:Iteration 24Q (113845.240000 sec): 3 clusters
  Score: Raw -731932.039712 + Penalty 2892.988396 = -729039.051316
  nChanged 44
		SP:Iteration 25Q (113845.460000 sec): 3 clusters
  Score: Raw -731950.141588 + Penalty 2892.988396 = -729057.153192
  nChanged 40
		SP:Iteration 26Q (113845.710000 sec): 3 clusters
  Score: Raw -731967.290721 + Penalty 2892.988396 = -729074.302325
  nChanged 43
		SP:Iteration 27Q (113845.920000 sec): 3 clusters
  Score: Raw -731985.440582 + Penalty 2892.988396 = -729092.452186
  nChanged 29
		SP:Iteration 28Q (113846.160000 sec): 3 clusters
  Score: Raw -731994.120200 + Penalty 2892.988396 = -729101.131804
  nChanged 17
		SP:Iteration 29Q (113846.370000 sec): 3 clusters
  Score: Raw -732000.189001 + Penalty 2892.988396 = -729107.200604
  nChanged 15
		SP:Iteration 30Q (113846.630000 sec): 3 clusters
  Score: Raw -732006.316317 + Penalty 2892.988396 = -729113.327921
  nChanged 23
		SP:Iteration 31Q (113846.830000 sec): 3 clusters
  Score: Raw -732015.406717 + Penalty 2892.988396 = -729122.418321
  nChanged 21
		SP:Iteration 32Q (113847.040000 sec): 3 clusters
  Score: Raw -732021.595528 + Penalty 2892.988396 = -729128.607132
  nChanged 18
		SP:Iteration 33Q (113847.310000 sec): 3 clusters
  Score: Raw -732027.141512 + Penalty 2892.988396 = -729134.153116
  nChanged 15
		SP:Iteration 34Q (113847.510000 sec): 3 clusters
  Score: Raw -732031.267028 + Penalty 2892.988396 = -729138.278632
  nChanged 17
		SP:Iteration 35Q (113847.720000 sec): 3 clusters
  Score: Raw -732038.134918 + Penalty 2892.988396 = -729145.146521
  nChanged 15
		SP:Iteration 36Q (113847.930000 sec): 3 clusters
  Score: Raw -732044.500853 + Penalty 2892.988396 = -729151.512457
  nChanged 22
		SP:Iteration 37Q (113848.220000 sec): 3 clusters
  Score: Raw -732055.358606 + Penalty 2892.988396 = -729162.370209
  nChanged 22
		SP:Iteration 38Q (113848.420000 sec): 3 clusters
  Score: Raw -732064.740393 + Penalty 2892.988396 = -729171.751997
  nChanged 26
		SP:Iteration 39Q (113848.640000 sec): 3 clusters
  Score: Raw -732077.215658 + Penalty 2892.988396 = -729184.227262
  nChanged 16
		SP:Iteration 40F (113848.900000 sec): 3 clusters
  Score: Raw -732081.691569 + Penalty 2892.988396 = -729188.703173
  nChanged 7
		SP:Iteration 41Q (113849.130000 sec): 3 clusters
  Score: Raw -732083.658650 + Penalty 2892.988396 = -729190.670254
  nChanged 7
		SP:Iteration 42Q (113849.370000 sec): 3 clusters
  Score: Raw -732086.455734 + Penalty 2892.988396 = -729193.467338
  nChanged 6
		SP:Iteration 43Q (113849.630000 sec): 3 clusters
  Score: Raw -732087.924371 + Penalty 2892.988396 = -729194.935975
  nChanged 4
		SP:Iteration 44Q (113849.850000 sec): 3 clusters
  Score: Raw -732088.912209 + Penalty 2892.988396 = -729195.923813
  nChanged 0
		SP:Iteration 45F (113850.070000 sec): 3 clusters
  Score: Raw -732088.912209 + Penalty 2892.988396 = -729195.923813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113850.240000 sec): 2 clusters
  Score: Raw -1520263.762789 + Penalty 1555.494115 = -1518708.268674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113850.520000 sec): 3 clusters
  Score: Raw -1511840.156333 + Penalty 3110.988230 = -1508729.168103
  nChanged 6338
		SP:Iteration 1F (113850.850000 sec): 3 clusters
  Score: Raw -1515256.543901 + Penalty 3110.988230 = -1512145.555671
  nChanged 845
		SP:Iteration 2F (113851.130000 sec): 3 clusters
  Score: Raw -1515616.519203 + Penalty 3110.988230 = -1512505.530972
  nChanged 821
		SP:Iteration 3F (113851.370000 sec): 3 clusters
  Score: Raw -1516016.453160 + Penalty 3110.988230 = -1512905.464930
  nChanged 838
		SP:Iteration 4F (113851.660000 sec): 3 clusters
  Score: Raw -1516472.946042 + Penalty 3110.988230 = -1513361.957812
  nChanged 928
		SP:Iteration 5F (113851.920000 sec): 3 clusters
  Score: Raw -1517012.638282 + Penalty 3110.988230 = -1513901.650052
  nChanged 920
		SP:Iteration 6F (113852.230000 sec): 3 clusters
  Score: Raw -1517539.016914 + Penalty 3110.988230 = -1514428.028683
  nChanged 785
		SP:Iteration 7F (113852.500000 sec): 3 clusters
  Score: Raw -1517978.392925 + Penalty 3110.988230 = -1514867.404694
  nChanged 694
		SP:Iteration 8Q (113852.790000 sec): 3 clusters
  Score: Raw -1518349.090890 + Penalty 3110.988230 = -1515238.102659
  nChanged 512
		SP:Iteration 9Q (113853.030000 sec): 3 clusters
  Score: Raw -1518614.010313 + Penalty 3110.988230 = -1515503.022083
  nChanged 374
		SP:Iteration 10Q (113853.290000 sec): 3 clusters
  Score: Raw -1518803.263757 + Penalty 3110.988230 = -1515692.275527
  nChanged 285
		SP:Iteration 11Q (113853.540000 sec): 3 clusters
  Score: Raw -1518935.055017 + Penalty 3110.988230 = -1515824.066786
  nChanged 225
		SP:Iteration 12Q (113853.810000 sec): 3 clusters
  Score: Raw -1519022.152999 + Penalty 3110.988230 = -1515911.164769
  nChanged 175
		SP:Iteration 13Q (113854.110000 sec): 3 clusters
  Score: Raw -1519081.991636 + Penalty 3110.988230 = -1515971.003405
  nChanged 155
		SP:Iteration 14Q (113854.360000 sec): 3 clusters
  Score: Raw -1519131.721671 + Penalty 3110.988230 = -1516020.733441
  nChanged 140
		SP:Iteration 15Q (113854.560000 sec): 3 clusters
  Score: Raw -1519178.717111 + Penalty 3110.988230 = -1516067.728880
  nChanged 147
		SP:Iteration 16Q (113854.850000 sec): 3 clusters
  Score: Raw -1519225.336575 + Penalty 3110.988230 = -1516114.348344
  nChanged 144
		SP:Iteration 17Q (113855.130000 sec): 3 clusters
  Score: Raw -1519283.867538 + Penalty 3110.988230 = -1516172.879307
  nChanged 156
		SP:Iteration 18Q (113855.390000 sec): 3 clusters
  Score: Raw -1519353.246657 + Penalty 3110.988230 = -1516242.258426
  nChanged 182
		SP:Iteration 19Q (113855.600000 sec): 3 clusters
  Score: Raw -1519446.403145 + Penalty 3110.988230 = -1516335.414915
  nChanged 223
		SP:Iteration 20F (113855.850000 sec): 3 clusters
  Score: Raw -1519567.144307 + Penalty 3110.988230 = -1516456.156077
  nChanged 222
		SP:Iteration 21Q (113856.130000 sec): 3 clusters
  Score: Raw -1519708.104112 + Penalty 3110.988230 = -1516597.115882
  nChanged 240
		SP:Iteration 22Q (113856.390000 sec): 3 clusters
  Score: Raw -1519858.934674 + Penalty 3110.988230 = -1516747.946444
  nChanged 202
		SP:Iteration 23Q (113856.620000 sec): 3 clusters
  Score: Raw -1520004.700813 + Penalty 3110.988230 = -1516893.712582
  nChanged 169
		SP:Iteration 24Q (113856.850000 sec): 3 clusters
  Score: Raw -1520127.064298 + Penalty 3110.988230 = -1517016.076068
  nChanged 130
		SP:Iteration 25Q (113857.090000 sec): 3 clusters
  Score: Raw -1520218.576554 + Penalty 3110.988230 = -1517107.588324
  nChanged 82
		SP:Iteration 26Q (113857.330000 sec): 3 clusters
  Score: Raw -1520270.581154 + Penalty 3110.988230 = -1517159.592924
  nChanged 41
		SP:Iteration 27Q (113857.530000 sec): 3 clusters
  Score: Raw -1520301.699920 + Penalty 3110.988230 = -1517190.711689
  nChanged 43
		SP:Iteration 28Q (113857.810000 sec): 3 clusters
  Score: Raw -1520331.268039 + Penalty 3110.988230 = -1517220.279808
  nChanged 35
		SP:Iteration 29Q (113858.070000 sec): 3 clusters
  Score: Raw -1520364.129226 + Penalty 3110.988230 = -1517253.140995
  nChanged 47
		SP:Iteration 30Q (113858.310000 sec): 3 clusters
  Score: Raw -1520398.540294 + Penalty 3110.988230 = -1517287.552064
  nChanged 26
		SP:Iteration 31Q (113858.580000 sec): 3 clusters
  Score: Raw -1520414.190778 + Penalty 3110.988230 = -1517303.202547
  nChanged 18
		SP:Iteration 32Q (113858.820000 sec): 3 clusters
  Score: Raw -1520423.804789 + Penalty 3110.988230 = -1517312.816559
  nChanged 10
		SP:Iteration 33Q (113859.100000 sec): 3 clusters
  Score: Raw -1520431.652296 + Penalty 3110.988230 = -1517320.664066
  nChanged 7
		SP:Iteration 34Q (113859.370000 sec): 3 clusters
  Score: Raw -1520435.517474 + Penalty 3110.988230 = -1517324.529244
  nChanged 8
		SP:Iteration 35Q (113859.590000 sec): 3 clusters
  Score: Raw -1520438.835588 + Penalty 3110.988230 = -1517327.847358
  nChanged 2
		SP:Iteration 36Q (113859.790000 sec): 3 clusters
  Score: Raw -1520440.016446 + Penalty 3110.988230 = -1517329.028215
  nChanged 3
		SP:Iteration 37Q (113860.100000 sec): 3 clusters
  Score: Raw -1520441.879355 + Penalty 3110.988230 = -1517330.891124
  nChanged 1
		SP:Iteration 38Q (113860.480000 sec): 3 clusters
  Score: Raw -1520442.288148 + Penalty 3110.988230 = -1517331.299918
  nChanged 2
		SP:Iteration 39Q (113860.770000 sec): 3 clusters
  Score: Raw -1520443.163070 + Penalty 3110.988230 = -1517332.174839
  nChanged 3
		SP:Iteration 40F (113861.050000 sec): 3 clusters
  Score: Raw -1520444.484458 + Penalty 3110.988230 = -1517333.496227
  nChanged 2
		SP:Iteration 41Q (113861.330000 sec): 3 clusters
  Score: Raw -1520445.100335 + Penalty 3110.988230 = -1517334.112105
  nChanged 4
		SP:Iteration 42Q (113861.630000 sec): 3 clusters
  Score: Raw -1520447.163946 + Penalty 3110.988230 = -1517336.175716
  nChanged 3
		SP:Iteration 43Q (113861.830000 sec): 3 clusters
  Score: Raw -1520451.150967 + Penalty 3110.988230 = -1517340.162737
  nChanged 7
		SP:Iteration 44Q (113862.120000 sec): 3 clusters
  Score: Raw -1520458.086332 + Penalty 3110.988230 = -1517347.098102
  nChanged 8
		SP:Iteration 45Q (113862.330000 sec): 3 clusters
  Score: Raw -1520464.579980 + Penalty 3110.988230 = -1517353.591749
  nChanged 7
		SP:Iteration 46Q (113862.590000 sec): 3 clusters
  Score: Raw -1520470.345846 + Penalty 3110.988230 = -1517359.357615
  nChanged 2
		SP:Iteration 47Q (113862.830000 sec): 3 clusters
  Score: Raw -1520471.187533 + Penalty 3110.988230 = -1517360.199302
  nChanged 2
		SP:Iteration 48Q (113863.140000 sec): 3 clusters
  Score: Raw -1520472.370295 + Penalty 3110.988230 = -1517361.382064
  nChanged 2
		SP:Iteration 49Q (113863.370000 sec): 3 clusters
  Score: Raw -1520473.587232 + Penalty 3110.988230 = -1517362.599002
  nChanged 1
		SP:Iteration 50Q (113863.610000 sec): 3 clusters
  Score: Raw -1520474.004975 + Penalty 3110.988230 = -1517363.016745
  nChanged 2
		SP:Iteration 51Q (113863.840000 sec): 3 clusters
  Score: Raw -1520475.362333 + Penalty 3110.988230 = -1517364.374103
  nChanged 1
		SP:Iteration 52Q (113864.090000 sec): 3 clusters
  Score: Raw -1520476.519979 + Penalty 3110.988230 = -1517365.531749
  nChanged 1
		SP:Iteration 53Q (113864.390000 sec): 3 clusters
  Score: Raw -1520477.264934 + Penalty 3110.988230 = -1517366.276703
  nChanged 3
		SP:Iteration 54Q (113864.650000 sec): 3 clusters
  Score: Raw -1520479.406204 + Penalty 3110.988230 = -1517368.417974
  nChanged 1
		SP:Iteration 55Q (113864.990000 sec): 3 clusters
  Score: Raw -1520479.746991 + Penalty 3110.988230 = -1517368.758760
  nChanged 0
		SP:Iteration 56F (113865.240000 sec): 3 clusters
  Score: Raw -1520479.746991 + Penalty 3110.988230 = -1517368.758760
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113865.430000 sec): 2 clusters
  Score: Raw -1958713.908943 + Penalty 1588.765244 = -1957125.143698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113865.730000 sec): 3 clusters
  Score: Raw -1948290.394168 + Penalty 3177.530489 = -1945112.863679
  nChanged 7886
		SP:Iteration 1F (113865.990000 sec): 3 clusters
  Score: Raw -1952759.808954 + Penalty 3177.530489 = -1949582.278465
  nChanged 1056
		SP:Iteration 2F (113866.340000 sec): 3 clusters
  Score: Raw -1953329.588265 + Penalty 3177.530489 = -1950152.057776
  nChanged 1208
		SP:Iteration 3F (113866.600000 sec): 3 clusters
  Score: Raw -1954160.556877 + Penalty 3177.530489 = -1950983.026388
  nChanged 1368
		SP:Iteration 4F (113866.850000 sec): 3 clusters
  Score: Raw -1955307.873076 + Penalty 3177.530489 = -1952130.342587
  nChanged 1416
		SP:Iteration 5F (113867.090000 sec): 3 clusters
  Score: Raw -1956671.583736 + Penalty 3177.530489 = -1953494.053247
  nChanged 1126
		SP:Iteration 6F (113867.380000 sec): 3 clusters
  Score: Raw -1957821.157638 + Penalty 3177.530489 = -1954643.627149
  nChanged 610
		SP:Iteration 7Q (113867.630000 sec): 3 clusters
  Score: Raw -1958430.051168 + Penalty 3177.530489 = -1955252.520680
  nChanged 204
		SP:Iteration 8Q (113867.880000 sec): 3 clusters
  Score: Raw -1958643.713154 + Penalty 3177.530489 = -1955466.182665
  nChanged 78
		SP:Iteration 9Q (113868.170000 sec): 3 clusters
  Score: Raw -1958758.578038 + Penalty 3177.530489 = -1955581.047549
  nChanged 40
		SP:Iteration 10Q (113868.420000 sec): 3 clusters
  Score: Raw -1958823.745845 + Penalty 3177.530489 = -1955646.215356
  nChanged 15
		SP:Iteration 11Q (113868.690000 sec): 3 clusters
  Score: Raw -1958842.587644 + Penalty 3177.530489 = -1955665.057155
  nChanged 8
		SP:Iteration 12Q (113868.930000 sec): 3 clusters
  Score: Raw -1958854.144217 + Penalty 3177.530489 = -1955676.613728
  nChanged 4
		SP:Iteration 13Q (113869.230000 sec): 3 clusters
  Score: Raw -1958862.105062 + Penalty 3177.530489 = -1955684.574573
  nChanged 3
		SP:Iteration 14Q (113869.480000 sec): 3 clusters
  Score: Raw -1958868.343442 + Penalty 3177.530489 = -1955690.812953
  nChanged 2
		SP:Iteration 15Q (113869.820000 sec): 3 clusters
  Score: Raw -1958872.157499 + Penalty 3177.530489 = -1955694.627011
  nChanged 2
		SP:Iteration 16Q (113870.080000 sec): 3 clusters
  Score: Raw -1958876.670413 + Penalty 3177.530489 = -1955699.139924
  nChanged 3
		SP:Iteration 17Q (113870.330000 sec): 3 clusters
  Score: Raw -1958885.326372 + Penalty 3177.530489 = -1955707.795883
  nChanged 2
		SP:Iteration 18Q (113870.630000 sec): 3 clusters
  Score: Raw -1958888.482732 + Penalty 3177.530489 = -1955710.952243
  nChanged 3
		SP:Iteration 19Q (113870.870000 sec): 3 clusters
  Score: Raw -1958895.407819 + Penalty 3177.530489 = -1955717.877330
  nChanged 2
		SP:Iteration 20F (113871.190000 sec): 3 clusters
  Score: Raw -1958899.761323 + Penalty 3177.530489 = -1955722.230834
  nChanged 1
		SP:Iteration 21Q (113871.470000 sec): 3 clusters
  Score: Raw -1958900.624049 + Penalty 3177.530489 = -1955723.093560
  nChanged 2
		SP:Iteration 22Q (113871.850000 sec): 3 clusters
  Score: Raw -1958902.861889 + Penalty 3177.530489 = -1955725.331400
  nChanged 1
		SP:Iteration 23Q (113872.150000 sec): 3 clusters
  Score: Raw -1958904.084853 + Penalty 3177.530489 = -1955726.554364
  nChanged 0
		SP:Iteration 24F (113872.430000 sec): 3 clusters
  Score: Raw -1958904.084853 + Penalty 3177.530489 = -1955726.554364
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113872.570000 sec): 2 clusters
  Score: Raw -376878.355685 + Penalty 1344.458667 = -375533.897018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113872.830000 sec): 3 clusters
  Score: Raw -374923.053135 + Penalty 2688.917334 = -372234.135800
  nChanged 1575
		SP:Iteration 1F (113872.990000 sec): 3 clusters
  Score: Raw -375871.009309 + Penalty 2688.917334 = -373182.091974
  nChanged 314
		SP:Iteration 2F (113873.160000 sec): 3 clusters
  Score: Raw -376093.099152 + Penalty 2688.917334 = -373404.181818
  nChanged 262
		SP:Iteration 3F (113873.380000 sec): 3 clusters
  Score: Raw -376303.013189 + Penalty 2688.917334 = -373614.095854
  nChanged 234
		SP:Iteration 4F (113873.660000 sec): 3 clusters
  Score: Raw -376505.241944 + Penalty 2688.917334 = -373816.324610
  nChanged 222
		SP:Iteration 5F (113873.880000 sec): 3 clusters
  Score: Raw -376677.830024 + Penalty 2688.917334 = -373988.912690
  nChanged 208
		SP:Iteration 6F (113874.040000 sec): 3 clusters
  Score: Raw -376854.681241 + Penalty 2688.917334 = -374165.763907
  nChanged 188
		SP:Iteration 7Q (113874.260000 sec): 3 clusters
  Score: Raw -377010.007695 + Penalty 2688.917334 = -374321.090360
  nChanged 136
		SP:Iteration 8Q (113874.550000 sec): 3 clusters
  Score: Raw -377109.796319 + Penalty 2688.917334 = -374420.878985
  nChanged 101
		SP:Iteration 9Q (113874.770000 sec): 3 clusters
  Score: Raw -377186.399677 + Penalty 2688.917334 = -374497.482343
  nChanged 86
		SP:Iteration 10Q (113874.970000 sec): 3 clusters
  Score: Raw -377242.356381 + Penalty 2688.917334 = -374553.439047
  nChanged 74
		SP:Iteration 11Q (113875.220000 sec): 3 clusters
  Score: Raw -377294.849832 + Penalty 2688.917334 = -374605.932498
  nChanged 67
		SP:Iteration 12Q (113875.420000 sec): 3 clusters
  Score: Raw -377348.369482 + Penalty 2688.917334 = -374659.452148
  nChanged 58
		SP:Iteration 13Q (113875.660000 sec): 3 clusters
  Score: Raw -377396.005738 + Penalty 2688.917334 = -374707.088404
  nChanged 66
		SP:Iteration 14Q (113875.930000 sec): 3 clusters
  Score: Raw -377465.257738 + Penalty 2688.917334 = -374776.340404
  nChanged 72
		SP:Iteration 15Q (113876.140000 sec): 3 clusters
  Score: Raw -377523.810162 + Penalty 2688.917334 = -374834.892827
  nChanged 61
		SP:Iteration 16Q (113876.350000 sec): 3 clusters
  Score: Raw -377565.448528 + Penalty 2688.917334 = -374876.531194
  nChanged 46
		SP:Iteration 17Q (113876.580000 sec): 3 clusters
  Score: Raw -377598.287203 + Penalty 2688.917334 = -374909.369869
  nChanged 40
		SP:Iteration 18Q (113876.850000 sec): 3 clusters
  Score: Raw -377629.268317 + Penalty 2688.917334 = -374940.350982
  nChanged 44
		SP:Iteration 19Q (113877.100000 sec): 3 clusters
  Score: Raw -377656.614846 + Penalty 2688.917334 = -374967.697512
  nChanged 37
		SP:Iteration 20F (113877.340000 sec): 3 clusters
  Score: Raw -377676.717184 + Penalty 2688.917334 = -374987.799850
  nChanged 31
		SP:Iteration 21Q (113877.580000 sec): 3 clusters
  Score: Raw -377691.626912 + Penalty 2688.917334 = -375002.709578
  nChanged 21
		SP:Iteration 22Q (113877.840000 sec): 3 clusters
  Score: Raw -377701.994813 + Penalty 2688.917334 = -375013.077479
  nChanged 20
		SP:Iteration 23Q (113878.060000 sec): 3 clusters
  Score: Raw -377709.262609 + Penalty 2688.917334 = -375020.345275
  nChanged 12
		SP:Iteration 24Q (113878.240000 sec): 3 clusters
  Score: Raw -377714.183192 + Penalty 2688.917334 = -375025.265857
  nChanged 8
		SP:Iteration 25Q (113878.450000 sec): 3 clusters
  Score: Raw -377717.610399 + Penalty 2688.917334 = -375028.693064
  nChanged 8
		SP:Iteration 26Q (113878.680000 sec): 3 clusters
  Score: Raw -377720.460819 + Penalty 2688.917334 = -375031.543485
  nChanged 10
		SP:Iteration 27Q (113878.880000 sec): 3 clusters
  Score: Raw -377724.847157 + Penalty 2688.917334 = -375035.929822
  nChanged 9
		SP:Iteration 28Q (113879.130000 sec): 3 clusters
  Score: Raw -377730.438752 + Penalty 2688.917334 = -375041.521418
  nChanged 10
		SP:Iteration 29Q (113879.370000 sec): 3 clusters
  Score: Raw -377734.466176 + Penalty 2688.917334 = -375045.548841
  nChanged 15
		SP:Iteration 30Q (113879.580000 sec): 3 clusters
  Score: Raw -377740.331052 + Penalty 2688.917334 = -375051.413718
  nChanged 11
		SP:Iteration 31Q (113879.750000 sec): 3 clusters
  Score: Raw -377746.119522 + Penalty 2688.917334 = -375057.202188
  nChanged 16
		SP:Iteration 32Q (113879.980000 sec): 3 clusters
  Score: Raw -377755.286713 + Penalty 2688.917334 = -375066.369379
  nChanged 19
		SP:Iteration 33Q (113880.180000 sec): 3 clusters
  Score: Raw -377763.805709 + Penalty 2688.917334 = -375074.888374
  nChanged 15
		SP:Iteration 34Q (113880.380000 sec): 3 clusters
  Score: Raw -377769.254049 + Penalty 2688.917334 = -375080.336715
  nChanged 15
		SP:Iteration 35Q (113880.580000 sec): 3 clusters
  Score: Raw -377775.212722 + Penalty 2688.917334 = -375086.295387
  nChanged 18
		SP:Iteration 36Q (113880.790000 sec): 3 clusters
  Score: Raw -377783.825412 + Penalty 2688.917334 = -375094.908077
  nChanged 15
		SP:Iteration 37Q (113880.960000 sec): 3 clusters
  Score: Raw -377790.025182 + Penalty 2688.917334 = -375101.107847
  nChanged 8
		SP:Iteration 38Q (113881.130000 sec): 3 clusters
  Score: Raw -377792.138774 + Penalty 2688.917334 = -375103.221440
  nChanged 4
		SP:Iteration 39Q (113881.320000 sec): 3 clusters
  Score: Raw -377793.398342 + Penalty 2688.917334 = -375104.481008
  nChanged 3
		SP:Iteration 40F (113881.540000 sec): 3 clusters
  Score: Raw -377794.245930 + Penalty 2688.917334 = -375105.328595
  nChanged 5
		SP:Iteration 41Q (113881.740000 sec): 3 clusters
  Score: Raw -377797.338401 + Penalty 2688.917334 = -375108.421067
  nChanged 5
		SP:Iteration 42Q (113881.880000 sec): 3 clusters
  Score: Raw -377798.644425 + Penalty 2688.917334 = -375109.727091
  nChanged 3
		SP:Iteration 43Q (113882.160000 sec): 3 clusters
  Score: Raw -377799.549240 + Penalty 2688.917334 = -375110.631905
  nChanged 2
		SP:Iteration 44Q (113882.370000 sec): 3 clusters
  Score: Raw -377799.800165 + Penalty 2688.917334 = -375110.882831
  nChanged 0
		SP:Iteration 45F (113882.550000 sec): 3 clusters
  Score: Raw -377799.800165 + Penalty 2688.917334 = -375110.882831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113882.720000 sec): 2 clusters
  Score: Raw -1223547.631472 + Penalty 1519.659883 = -1222027.971589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113883.000000 sec): 3 clusters
  Score: Raw -1216959.927602 + Penalty 3039.319766 = -1213920.607836
  nChanged 5048
		SP:Iteration 1F (113883.270000 sec): 3 clusters
  Score: Raw -1219634.628719 + Penalty 3039.319766 = -1216595.308953
  nChanged 760
		SP:Iteration 2F (113883.520000 sec): 3 clusters
  Score: Raw -1220014.260553 + Penalty 3039.319766 = -1216974.940787
  nChanged 644
		SP:Iteration 3F (113883.740000 sec): 3 clusters
  Score: Raw -1220344.762924 + Penalty 3039.319766 = -1217305.443158
  nChanged 609
		SP:Iteration 4F (113884.000000 sec): 3 clusters
  Score: Raw -1220668.130534 + Penalty 3039.319766 = -1217628.810768
  nChanged 593
		SP:Iteration 5F (113884.210000 sec): 3 clusters
  Score: Raw -1221030.956643 + Penalty 3039.319766 = -1217991.636877
  nChanged 640
		SP:Iteration 6F (113884.480000 sec): 3 clusters
  Score: Raw -1221466.581906 + Penalty 3039.319766 = -1218427.262141
  nChanged 667
		SP:Iteration 7F (113884.740000 sec): 3 clusters
  Score: Raw -1221973.285140 + Penalty 3039.319766 = -1218933.965374
  nChanged 624
		SP:Iteration 8F (113884.960000 sec): 3 clusters
  Score: Raw -1222465.380449 + Penalty 3039.319766 = -1219426.060683
  nChanged 527
		SP:Iteration 9Q (113885.230000 sec): 3 clusters
  Score: Raw -1222915.699292 + Penalty 3039.319766 = -1219876.379527
  nChanged 390
		SP:Iteration 10Q (113885.450000 sec): 3 clusters
  Score: Raw -1223243.679436 + Penalty 3039.319766 = -1220204.359670
  nChanged 249
		SP:Iteration 11Q (113885.740000 sec): 3 clusters
  Score: Raw -1223452.657205 + Penalty 3039.319766 = -1220413.337439
  nChanged 148
		SP:Iteration 12Q (113885.950000 sec): 3 clusters
  Score: Raw -1223590.225983 + Penalty 3039.319766 = -1220550.906217
  nChanged 84
		SP:Iteration 13Q (113886.190000 sec): 3 clusters
  Score: Raw -1223665.393088 + Penalty 3039.319766 = -1220626.073322
  nChanged 44
		SP:Iteration 14Q (113886.440000 sec): 3 clusters
  Score: Raw -1223704.083615 + Penalty 3039.319766 = -1220664.763849
  nChanged 26
		SP:Iteration 15Q (113886.700000 sec): 3 clusters
  Score: Raw -1223725.578618 + Penalty 3039.319766 = -1220686.258852
  nChanged 18
		SP:Iteration 16Q (113886.970000 sec): 3 clusters
  Score: Raw -1223742.154614 + Penalty 3039.319766 = -1220702.834848
  nChanged 13
		SP:Iteration 17Q (113887.240000 sec): 3 clusters
  Score: Raw -1223750.894591 + Penalty 3039.319766 = -1220711.574825
  nChanged 7
		SP:Iteration 18Q (113887.460000 sec): 3 clusters
  Score: Raw -1223755.753151 + Penalty 3039.319766 = -1220716.433385
  nChanged 1
		SP:Iteration 19Q (113887.720000 sec): 3 clusters
  Score: Raw -1223756.539128 + Penalty 3039.319766 = -1220717.219362
  nChanged 2
		SP:Iteration 20F (113887.990000 sec): 3 clusters
  Score: Raw -1223758.014643 + Penalty 3039.319766 = -1220718.694877
  nChanged 2
		SP:Iteration 21Q (113888.270000 sec): 3 clusters
  Score: Raw -1223759.137862 + Penalty 3039.319766 = -1220719.818096
  nChanged 3
		SP:Iteration 22Q (113888.530000 sec): 3 clusters
  Score: Raw -1223763.624266 + Penalty 3039.319766 = -1220724.304500
  nChanged 5
		SP:Iteration 23Q (113888.750000 sec): 3 clusters
  Score: Raw -1223770.761694 + Penalty 3039.319766 = -1220731.441929
  nChanged 5
		SP:Iteration 24Q (113889.010000 sec): 3 clusters
  Score: Raw -1223775.941854 + Penalty 3039.319766 = -1220736.622088
  nChanged 7
		SP:Iteration 25Q (113889.220000 sec): 3 clusters
  Score: Raw -1223782.812446 + Penalty 3039.319766 = -1220743.492680
  nChanged 7
		SP:Iteration 26Q (113889.440000 sec): 3 clusters
  Score: Raw -1223788.565955 + Penalty 3039.319766 = -1220749.246190
  nChanged 5
		SP:Iteration 27Q (113889.710000 sec): 3 clusters
  Score: Raw -1223794.051015 + Penalty 3039.319766 = -1220754.731250
  nChanged 3
		SP:Iteration 28Q (113889.950000 sec): 3 clusters
  Score: Raw -1223796.547369 + Penalty 3039.319766 = -1220757.227604
  nChanged 2
		SP:Iteration 29Q (113890.220000 sec): 3 clusters
  Score: Raw -1223798.460161 + Penalty 3039.319766 = -1220759.140395
  nChanged 3
		SP:Iteration 30Q (113890.440000 sec): 3 clusters
  Score: Raw -1223800.256775 + Penalty 3039.319766 = -1220760.937009
  nChanged 2
		SP:Iteration 31Q (113890.710000 sec): 3 clusters
  Score: Raw -1223801.070842 + Penalty 3039.319766 = -1220761.751076
  nChanged 2
		SP:Iteration 32Q (113891.040000 sec): 3 clusters
  Score: Raw -1223802.269556 + Penalty 3039.319766 = -1220762.949790
  nChanged 1
		SP:Iteration 33Q (113891.330000 sec): 3 clusters
  Score: Raw -1223802.736419 + Penalty 3039.319766 = -1220763.416654
  nChanged 0
		SP:Iteration 34F (113891.610000 sec): 3 clusters
  Score: Raw -1223802.736419 + Penalty 3039.319766 = -1220763.416654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113891.740000 sec): 2 clusters
  Score: Raw -499083.893699 + Penalty 1367.823089 = -497716.070610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113892.030000 sec): 3 clusters
  Score: Raw -496722.785478 + Penalty 2735.646178 = -493987.139299
  nChanged 1845
		SP:Iteration 1F (113892.240000 sec): 3 clusters
  Score: Raw -497716.345766 + Penalty 2735.646178 = -494980.699588
  nChanged 329
		SP:Iteration 2F (113892.500000 sec): 3 clusters
  Score: Raw -497894.447276 + Penalty 2735.646178 = -495158.801098
  nChanged 238
		SP:Iteration 3F (113892.690000 sec): 3 clusters
  Score: Raw -498015.178201 + Penalty 2735.646178 = -495279.532022
  nChanged 200
		SP:Iteration 4Q (113892.870000 sec): 3 clusters
  Score: Raw -498110.682939 + Penalty 2735.646178 = -495375.036761
  nChanged 186
		SP:Iteration 5Q (113893.120000 sec): 3 clusters
  Score: Raw -498209.941677 + Penalty 2735.646178 = -495474.295499
  nChanged 171
		SP:Iteration 6Q (113893.340000 sec): 3 clusters
  Score: Raw -498310.179877 + Penalty 2735.646178 = -495574.533699
  nChanged 173
		SP:Iteration 7Q (113893.570000 sec): 3 clusters
  Score: Raw -498415.621395 + Penalty 2735.646178 = -495679.975217
  nChanged 162
		SP:Iteration 8Q (113893.760000 sec): 3 clusters
  Score: Raw -498512.457465 + Penalty 2735.646178 = -495776.811287
  nChanged 154
		SP:Iteration 9Q (113893.980000 sec): 3 clusters
  Score: Raw -498626.473397 + Penalty 2735.646178 = -495890.827219
  nChanged 156
		SP:Iteration 10Q (113894.160000 sec): 3 clusters
  Score: Raw -498737.049163 + Penalty 2735.646178 = -496001.402984
  nChanged 143
		SP:Iteration 11Q (113894.420000 sec): 3 clusters
  Score: Raw -498843.983521 + Penalty 2735.646178 = -496108.337342
  nChanged 127
		SP:Iteration 12Q (113894.640000 sec): 3 clusters
  Score: Raw -498947.813763 + Penalty 2735.646178 = -496212.167584
  nChanged 94
		SP:Iteration 13Q (113894.850000 sec): 3 clusters
  Score: Raw -499026.807764 + Penalty 2735.646178 = -496291.161586
  nChanged 67
		SP:Iteration 14Q (113895.000000 sec): 3 clusters
  Score: Raw -499083.348175 + Penalty 2735.646178 = -496347.701997
  nChanged 44
		SP:Iteration 15Q (113895.170000 sec): 3 clusters
  Score: Raw -499119.638282 + Penalty 2735.646178 = -496383.992104
  nChanged 33
		SP:Iteration 16Q (113895.330000 sec): 3 clusters
  Score: Raw -499146.005680 + Penalty 2735.646178 = -496410.359502
  nChanged 22
		SP:Iteration 17Q (113895.530000 sec): 3 clusters
  Score: Raw -499161.495405 + Penalty 2735.646178 = -496425.849227
  nChanged 9
		SP:Iteration 18Q (113895.690000 sec): 3 clusters
  Score: Raw -499170.260024 + Penalty 2735.646178 = -496434.613845
  nChanged 15
		SP:Iteration 19Q (113895.900000 sec): 3 clusters
  Score: Raw -499184.754698 + Penalty 2735.646178 = -496449.108519
  nChanged 13
		SP:Iteration 20F (113896.070000 sec): 3 clusters
  Score: Raw -499195.296559 + Penalty 2735.646178 = -496459.650381
  nChanged 12
		SP:Iteration 21Q (113896.230000 sec): 3 clusters
  Score: Raw -499203.623898 + Penalty 2735.646178 = -496467.977719
  nChanged 7
		SP:Iteration 22Q (113896.430000 sec): 3 clusters
  Score: Raw -499209.208374 + Penalty 2735.646178 = -496473.562196
  nChanged 5
		SP:Iteration 23Q (113896.620000 sec): 3 clusters
  Score: Raw -499212.546228 + Penalty 2735.646178 = -496476.900050
  nChanged 2
		SP:Iteration 24Q (113896.820000 sec): 3 clusters
  Score: Raw -499215.034424 + Penalty 2735.646178 = -496479.388245
  nChanged 2
		SP:Iteration 25Q (113897.020000 sec): 3 clusters
  Score: Raw -499217.158303 + Penalty 2735.646178 = -496481.512125
  nChanged 2
		SP:Iteration 26Q (113897.230000 sec): 3 clusters
  Score: Raw -499220.255991 + Penalty 2735.646178 = -496484.609813
  nChanged 3
		SP:Iteration 27Q (113897.400000 sec): 3 clusters
  Score: Raw -499223.498079 + Penalty 2735.646178 = -496487.851901
  nChanged 1
		SP:Iteration 28Q (113897.580000 sec): 3 clusters
  Score: Raw -499224.429176 + Penalty 2735.646178 = -496488.782998
  nChanged 2
		SP:Iteration 29Q (113897.790000 sec): 3 clusters
  Score: Raw -499227.009031 + Penalty 2735.646178 = -496491.362853
  nChanged 2
		SP:Iteration 30Q (113897.980000 sec): 3 clusters
  Score: Raw -499229.510131 + Penalty 2735.646178 = -496493.863953
  nChanged 2
		SP:Iteration 31Q (113898.200000 sec): 3 clusters
  Score: Raw -499231.212834 + Penalty 2735.646178 = -496495.566656
  nChanged 0
		SP:Iteration 32F (113898.430000 sec): 3 clusters
  Score: Raw -499231.212834 + Penalty 2735.646178 = -496495.566656
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113898.520000 sec): 2 clusters
  Score: Raw -438223.820967 + Penalty 1347.579814 = -436876.241152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113898.710000 sec): 3 clusters
  Score: Raw -436189.143644 + Penalty 2695.159629 = -433493.984015
  nChanged 1549
		SP:Iteration 1F (113898.910000 sec): 3 clusters
  Score: Raw -437019.307133 + Penalty 2695.159629 = -434324.147504
  nChanged 235
		SP:Iteration 2F (113899.120000 sec): 3 clusters
  Score: Raw -437131.069524 + Penalty 2695.159629 = -434435.909895
  nChanged 177
		SP:Iteration 3Q (113899.300000 sec): 3 clusters
  Score: Raw -437211.986507 + Penalty 2695.159629 = -434516.826878
  nChanged 148
		SP:Iteration 4Q (113899.470000 sec): 3 clusters
  Score: Raw -437276.907938 + Penalty 2695.159629 = -434581.748310
  nChanged 119
		SP:Iteration 5Q (113899.660000 sec): 3 clusters
  Score: Raw -437328.003592 + Penalty 2695.159629 = -434632.843963
  nChanged 104
		SP:Iteration 6Q (113899.860000 sec): 3 clusters
  Score: Raw -437374.108632 + Penalty 2695.159629 = -434678.949003
  nChanged 88
		SP:Iteration 7Q (113900.040000 sec): 3 clusters
  Score: Raw -437403.625582 + Penalty 2695.159629 = -434708.465953
  nChanged 72
		SP:Iteration 8Q (113900.230000 sec): 3 clusters
  Score: Raw -437428.103661 + Penalty 2695.159629 = -434732.944033
  nChanged 64
		SP:Iteration 9Q (113900.410000 sec): 3 clusters
  Score: Raw -437448.546799 + Penalty 2695.159629 = -434753.387170
  nChanged 42
		SP:Iteration 10Q (113900.660000 sec): 3 clusters
  Score: Raw -437461.234326 + Penalty 2695.159629 = -434766.074697
  nChanged 43
		SP:Iteration 11Q (113900.890000 sec): 3 clusters
  Score: Raw -437471.914151 + Penalty 2695.159629 = -434776.754522
  nChanged 28
		SP:Iteration 12Q (113901.090000 sec): 3 clusters
  Score: Raw -437479.329340 + Penalty 2695.159629 = -434784.169711
  nChanged 28
		SP:Iteration 13Q (113901.280000 sec): 3 clusters
  Score: Raw -437489.007602 + Penalty 2695.159629 = -434793.847973
  nChanged 31
		SP:Iteration 14Q (113901.570000 sec): 3 clusters
  Score: Raw -437498.557118 + Penalty 2695.159629 = -434803.397489
  nChanged 31
		SP:Iteration 15Q (113901.770000 sec): 3 clusters
  Score: Raw -437505.776109 + Penalty 2695.159629 = -434810.616481
  nChanged 14
		SP:Iteration 16Q (113901.950000 sec): 3 clusters
  Score: Raw -437508.617162 + Penalty 2695.159629 = -434813.457533
  nChanged 9
		SP:Iteration 17Q (113902.180000 sec): 3 clusters
  Score: Raw -437510.801393 + Penalty 2695.159629 = -434815.641764
  nChanged 11
		SP:Iteration 18Q (113902.380000 sec): 3 clusters
  Score: Raw -437512.816652 + Penalty 2695.159629 = -434817.657024
  nChanged 11
		SP:Iteration 19Q (113902.560000 sec): 3 clusters
  Score: Raw -437515.326602 + Penalty 2695.159629 = -434820.166973
  nChanged 11
		SP:Iteration 20F (113902.800000 sec): 3 clusters
  Score: Raw -437517.361329 + Penalty 2695.159629 = -434822.201701
  nChanged 5
		SP:Iteration 21Q (113903.020000 sec): 3 clusters
  Score: Raw -437518.010757 + Penalty 2695.159629 = -434822.851128
  nChanged 3
		SP:Iteration 22Q (113903.220000 sec): 3 clusters
  Score: Raw -437518.738721 + Penalty 2695.159629 = -434823.579092
  nChanged 2
		SP:Iteration 23Q (113903.460000 sec): 3 clusters
  Score: Raw -437519.047812 + Penalty 2695.159629 = -434823.888183
  nChanged 0
		SP:Iteration 24F (113903.670000 sec): 3 clusters
  Score: Raw -437519.047812 + Penalty 2695.159629 = -434823.888183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (69668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113904.070000 sec): 2 clusters
  Score: Raw -7208538.812476 + Penalty 1812.118162 = -7206726.694314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113904.570000 sec): 3 clusters
  Score: Raw -7163743.487979 + Penalty 3624.236324 = -7160119.251655
  nChanged 33046
		SP:Iteration 1F (113905.040000 sec): 3 clusters
  Score: Raw -7182645.656190 + Penalty 3624.236324 = -7179021.419866
  nChanged 2603
		SP:Iteration 2Q (113905.580000 sec): 3 clusters
  Score: Raw -7183330.100469 + Penalty 3624.236324 = -7179705.864145
  nChanged 2529
		SP:Iteration 3Q (113906.140000 sec): 3 clusters
  Score: Raw -7184068.242832 + Penalty 3624.236324 = -7180444.006508
  nChanged 2601
		SP:Iteration 4Q (113906.760000 sec): 3 clusters
  Score: Raw -7184932.264943 + Penalty 3624.236324 = -7181308.028620
  nChanged 2841
		SP:Iteration 5Q (113907.330000 sec): 3 clusters
  Score: Raw -7186064.440696 + Penalty 3624.236324 = -7182440.204372
  nChanged 3024
		SP:Iteration 6Q (113907.840000 sec): 3 clusters
  Score: Raw -7187481.011040 + Penalty 3624.236324 = -7183856.774716
  nChanged 3331
		SP:Iteration 7Q (113908.420000 sec): 3 clusters
  Score: Raw -7189221.151045 + Penalty 3624.236324 = -7185596.914721
  nChanged 3651
		SP:Iteration 8F (113908.920000 sec): 3 clusters
  Score: Raw -7191350.406970 + Penalty 3624.236324 = -7187726.170646
  nChanged 4107
		SP:Iteration 9F (113909.470000 sec): 3 clusters
  Score: Raw -7194108.847863 + Penalty 3624.236324 = -7190484.611539
  nChanged 4590
		SP:Iteration 10F (113909.990000 sec): 3 clusters
  Score: Raw -7197547.674110 + Penalty 3624.236324 = -7193923.437787
  nChanged 4576
		SP:Iteration 11F (113910.480000 sec): 3 clusters
  Score: Raw -7201204.110261 + Penalty 3624.236324 = -7197579.873937
  nChanged 3824
		SP:Iteration 12F (113910.970000 sec): 3 clusters
  Score: Raw -7204266.765624 + Penalty 3624.236324 = -7200642.529300
  nChanged 2628
		SP:Iteration 13Q (113911.460000 sec): 3 clusters
  Score: Raw -7206264.318921 + Penalty 3624.236324 = -7202640.082597
  nChanged 1542
		SP:Iteration 14Q (113911.980000 sec): 3 clusters
  Score: Raw -7207410.480875 + Penalty 3624.236324 = -7203786.244551
  nChanged 842
		SP:Iteration 15Q (113912.490000 sec): 3 clusters
  Score: Raw -7208010.764605 + Penalty 3624.236324 = -7204386.528282
  nChanged 455
		SP:Iteration 16Q (113912.940000 sec): 3 clusters
  Score: Raw -7208334.921775 + Penalty 3624.236324 = -7204710.685452
  nChanged 248
		SP:Iteration 17Q (113913.360000 sec): 3 clusters
  Score: Raw -7208505.042732 + Penalty 3624.236324 = -7204880.806408
  nChanged 126
		SP:Iteration 18Q (113913.830000 sec): 3 clusters
  Score: Raw -7208590.935470 + Penalty 3624.236324 = -7204966.699146
  nChanged 88
		SP:Iteration 19Q (113914.290000 sec): 3 clusters
  Score: Raw -7208649.601295 + Penalty 3624.236324 = -7205025.364971
  nChanged 57
		SP:Iteration 20F (113914.780000 sec): 3 clusters
  Score: Raw -7208689.142596 + Penalty 3624.236324 = -7205064.906273
  nChanged 44
		SP:Iteration 21Q (113915.240000 sec): 3 clusters
  Score: Raw -7208722.169839 + Penalty 3624.236324 = -7205097.933515
  nChanged 43
		SP:Iteration 22Q (113915.700000 sec): 3 clusters
  Score: Raw -7208760.210218 + Penalty 3624.236324 = -7205135.973894
  nChanged 39
		SP:Iteration 23Q (113916.150000 sec): 3 clusters
  Score: Raw -7208789.301939 + Penalty 3624.236324 = -7205165.065615
  nChanged 18
		SP:Iteration 24Q (113916.610000 sec): 3 clusters
  Score: Raw -7208803.891949 + Penalty 3624.236324 = -7205179.655625
  nChanged 9
		SP:Iteration 25Q (113917.090000 sec): 3 clusters
  Score: Raw -7208808.976874 + Penalty 3624.236324 = -7205184.740550
  nChanged 5
		SP:Iteration 26Q (113917.560000 sec): 3 clusters
  Score: Raw -7208812.433995 + Penalty 3624.236324 = -7205188.197671
  nChanged 5
		SP:Iteration 27Q (113918.080000 sec): 3 clusters
  Score: Raw -7208815.564995 + Penalty 3624.236324 = -7205191.328671
  nChanged 6
		SP:Iteration 28Q (113918.560000 sec): 3 clusters
  Score: Raw -7208818.788271 + Penalty 3624.236324 = -7205194.551947
  nChanged 5
		SP:Iteration 29Q (113919.020000 sec): 3 clusters
  Score: Raw -7208821.772079 + Penalty 3624.236324 = -7205197.535756
  nChanged 2
		SP:Iteration 30Q (113919.480000 sec): 3 clusters
  Score: Raw -7208822.849475 + Penalty 3624.236324 = -7205198.613151
  nChanged 2
		SP:Iteration 31Q (113919.920000 sec): 3 clusters
  Score: Raw -7208824.080867 + Penalty 3624.236324 = -7205199.844544
  nChanged 2
		SP:Iteration 32Q (113920.440000 sec): 3 clusters
  Score: Raw -7208825.232201 + Penalty 3624.236324 = -7205200.995877
  nChanged 2
		SP:Iteration 33Q (113920.860000 sec): 3 clusters
  Score: Raw -7208826.233751 + Penalty 3624.236324 = -7205201.997427
  nChanged 0
		SP:Iteration 34F (113921.360000 sec): 3 clusters
  Score: Raw -7208826.233751 + Penalty 3624.236324 = -7205201.997427
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113921.480000 sec): 2 clusters
  Score: Raw -18452.043831 + Penalty 875.724156 = -17576.319675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113921.650000 sec): 3 clusters
  Score: Raw -18630.332183 + Penalty 1751.448312 = -16878.883870
  nChanged 39
		SP:Iteration 1F (113921.850000 sec): 3 clusters
  Score: Raw -18749.770717 + Penalty 1751.448312 = -16998.322404
  nChanged 8
		SP:Iteration 2Q (113922.080000 sec): 3 clusters
  Score: Raw -18777.873297 + Penalty 1751.448312 = -17026.424985
  nChanged 6
		SP:Iteration 3Q (113922.250000 sec): 3 clusters
  Score: Raw -18797.432785 + Penalty 1751.448312 = -17045.984473
  nChanged 4
		SP:Iteration 4Q (113922.420000 sec): 3 clusters
  Score: Raw -18809.936329 + Penalty 1751.448312 = -17058.488016
  nChanged 3
		SP:Iteration 5Q (113922.640000 sec): 3 clusters
  Score: Raw -18819.063220 + Penalty 1751.448312 = -17067.614908
  nChanged 1
		SP:Iteration 6Q (113922.810000 sec): 3 clusters
  Score: Raw -18820.686953 + Penalty 1751.448312 = -17069.238641
  nChanged 0
		SP:Iteration 7F (113922.960000 sec): 3 clusters
  Score: Raw -18820.686953 + Penalty 1751.448312 = -17069.238641
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113923.140000 sec): 2 clusters
  Score: Raw -863692.420162 + Penalty 1466.147036 = -862226.273125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113923.340000 sec): 3 clusters
  Score: Raw -859095.262208 + Penalty 2932.294073 = -856162.968136
  nChanged 3550
		SP:Iteration 1F (113923.600000 sec): 3 clusters
  Score: Raw -861075.483652 + Penalty 2932.294073 = -858143.189579
  nChanged 587
		SP:Iteration 2F (113923.830000 sec): 3 clusters
  Score: Raw -861398.729765 + Penalty 2932.294073 = -858466.435692
  nChanged 510
		SP:Iteration 3F (113924.030000 sec): 3 clusters
  Score: Raw -861697.009506 + Penalty 2932.294073 = -858764.715433
  nChanged 441
		SP:Iteration 4F (113924.230000 sec): 3 clusters
  Score: Raw -861941.293413 + Penalty 2932.294073 = -859008.999340
  nChanged 397
		SP:Iteration 5Q (113924.430000 sec): 3 clusters
  Score: Raw -862131.710906 + Penalty 2932.294073 = -859199.416834
  nChanged 342
		SP:Iteration 6Q (113924.660000 sec): 3 clusters
  Score: Raw -862302.661086 + Penalty 2932.294073 = -859370.367013
  nChanged 288
		SP:Iteration 7Q (113924.910000 sec): 3 clusters
  Score: Raw -862431.277559 + Penalty 2932.294073 = -859498.983486
  nChanged 264
		SP:Iteration 8Q (113925.120000 sec): 3 clusters
  Score: Raw -862551.890402 + Penalty 2932.294073 = -859619.596329
  nChanged 252
		SP:Iteration 9Q (113925.300000 sec): 3 clusters
  Score: Raw -862659.680994 + Penalty 2932.294073 = -859727.386921
  nChanged 246
		SP:Iteration 10Q (113925.550000 sec): 3 clusters
  Score: Raw -862765.577699 + Penalty 2932.294073 = -859833.283627
  nChanged 215
		SP:Iteration 11Q (113925.760000 sec): 3 clusters
  Score: Raw -862861.701385 + Penalty 2932.294073 = -859929.407312
  nChanged 171
		SP:Iteration 12Q (113926.020000 sec): 3 clusters
  Score: Raw -862941.175715 + Penalty 2932.294073 = -860008.881642
  nChanged 179
		SP:Iteration 13Q (113926.290000 sec): 3 clusters
  Score: Raw -863023.933048 + Penalty 2932.294073 = -860091.638975
  nChanged 162
		SP:Iteration 14Q (113926.490000 sec): 3 clusters
  Score: Raw -863097.244019 + Penalty 2932.294073 = -860164.949946
  nChanged 143
		SP:Iteration 15Q (113926.750000 sec): 3 clusters
  Score: Raw -863156.949701 + Penalty 2932.294073 = -860224.655628
  nChanged 131
		SP:Iteration 16Q (113926.980000 sec): 3 clusters
  Score: Raw -863203.050587 + Penalty 2932.294073 = -860270.756515
  nChanged 104
		SP:Iteration 17Q (113927.190000 sec): 3 clusters
  Score: Raw -863242.101257 + Penalty 2932.294073 = -860309.807184
  nChanged 88
		SP:Iteration 18Q (113927.450000 sec): 3 clusters
  Score: Raw -863270.877363 + Penalty 2932.294073 = -860338.583290
  nChanged 85
		SP:Iteration 19Q (113927.660000 sec): 3 clusters
  Score: Raw -863295.238378 + Penalty 2932.294073 = -860362.944306
  nChanged 71
		SP:Iteration 20F (113927.870000 sec): 3 clusters
  Score: Raw -863314.451207 + Penalty 2932.294073 = -860382.157134
  nChanged 62
		SP:Iteration 21Q (113928.070000 sec): 3 clusters
  Score: Raw -863328.880952 + Penalty 2932.294073 = -860396.586879
  nChanged 48
		SP:Iteration 22Q (113928.250000 sec): 3 clusters
  Score: Raw -863341.246750 + Penalty 2932.294073 = -860408.952677
  nChanged 44
		SP:Iteration 23Q (113928.450000 sec): 3 clusters
  Score: Raw -863351.642821 + Penalty 2932.294073 = -860419.348748
  nChanged 40
		SP:Iteration 24Q (113928.700000 sec): 3 clusters
  Score: Raw -863359.826561 + Penalty 2932.294073 = -860427.532489
  nChanged 28
		SP:Iteration 25Q (113928.920000 sec): 3 clusters
  Score: Raw -863365.068686 + Penalty 2932.294073 = -860432.774613
  nChanged 31
		SP:Iteration 26Q (113929.160000 sec): 3 clusters
  Score: Raw -863370.022916 + Penalty 2932.294073 = -860437.728843
  nChanged 22
		SP:Iteration 27Q (113929.410000 sec): 3 clusters
  Score: Raw -863373.846439 + Penalty 2932.294073 = -860441.552366
  nChanged 23
		SP:Iteration 28Q (113929.660000 sec): 3 clusters
  Score: Raw -863376.958760 + Penalty 2932.294073 = -860444.664687
  nChanged 24
		SP:Iteration 29Q (113929.950000 sec): 3 clusters
  Score: Raw -863380.808604 + Penalty 2932.294073 = -860448.514531
  nChanged 17
		SP:Iteration 30Q (113930.190000 sec): 3 clusters
  Score: Raw -863383.859641 + Penalty 2932.294073 = -860451.565568
  nChanged 18
		SP:Iteration 31Q (113930.460000 sec): 3 clusters
  Score: Raw -863386.915031 + Penalty 2932.294073 = -860454.620958
  nChanged 16
		SP:Iteration 32Q (113930.630000 sec): 3 clusters
  Score: Raw -863389.899691 + Penalty 2932.294073 = -860457.605618
  nChanged 17
		SP:Iteration 33Q (113930.870000 sec): 3 clusters
  Score: Raw -863393.992641 + Penalty 2932.294073 = -860461.698568
  nChanged 16
		SP:Iteration 34Q (113931.150000 sec): 3 clusters
  Score: Raw -863396.416045 + Penalty 2932.294073 = -860464.121972
  nChanged 15
		SP:Iteration 35Q (113931.380000 sec): 3 clusters
  Score: Raw -863399.658635 + Penalty 2932.294073 = -860467.364562
  nChanged 13
		SP:Iteration 36Q (113931.590000 sec): 3 clusters
  Score: Raw -863401.478697 + Penalty 2932.294073 = -860469.184624
  nChanged 10
		SP:Iteration 37Q (113931.790000 sec): 3 clusters
  Score: Raw -863402.923568 + Penalty 2932.294073 = -860470.629495
  nChanged 10
		SP:Iteration 38Q (113932.030000 sec): 3 clusters
  Score: Raw -863404.518461 + Penalty 2932.294073 = -860472.224388
  nChanged 8
		SP:Iteration 39Q (113932.230000 sec): 3 clusters
  Score: Raw -863405.394502 + Penalty 2932.294073 = -860473.100430
  nChanged 4
		SP:Iteration 40F (113932.510000 sec): 3 clusters
  Score: Raw -863405.865490 + Penalty 2932.294073 = -860473.571417
  nChanged 6
		SP:Iteration 41Q (113932.750000 sec): 3 clusters
  Score: Raw -863406.693529 + Penalty 2932.294073 = -860474.399456
  nChanged 4
		SP:Iteration 42Q (113932.990000 sec): 3 clusters
  Score: Raw -863407.014964 + Penalty 2932.294073 = -860474.720891
  nChanged 2
		SP:Iteration 43Q (113933.220000 sec): 3 clusters
  Score: Raw -863407.270110 + Penalty 2932.294073 = -860474.976037
  nChanged 4
		SP:Iteration 44Q (113933.420000 sec): 3 clusters
  Score: Raw -863407.742085 + Penalty 2932.294073 = -860475.448013
  nChanged 3
		SP:Iteration 45Q (113933.670000 sec): 3 clusters
  Score: Raw -863408.243829 + Penalty 2932.294073 = -860475.949756
  nChanged 7
		SP:Iteration 46Q (113933.960000 sec): 3 clusters
  Score: Raw -863409.276439 + Penalty 2932.294073 = -860476.982366
  nChanged 6
		SP:Iteration 47Q (113934.220000 sec): 3 clusters
  Score: Raw -863410.071041 + Penalty 2932.294073 = -860477.776968
  nChanged 4
		SP:Iteration 48Q (113934.430000 sec): 3 clusters
  Score: Raw -863410.448461 + Penalty 2932.294073 = -860478.154388
  nChanged 5
		SP:Iteration 49Q (113934.700000 sec): 3 clusters
  Score: Raw -863411.180417 + Penalty 2932.294073 = -860478.886344
  nChanged 8
		SP:Iteration 50Q (113934.910000 sec): 3 clusters
  Score: Raw -863411.961892 + Penalty 2932.294073 = -860479.667819
  nChanged 6
		SP:Iteration 51Q (113935.140000 sec): 3 clusters
  Score: Raw -863412.638841 + Penalty 2932.294073 = -860480.344768
  nChanged 8
		SP:Iteration 52Q (113935.370000 sec): 3 clusters
  Score: Raw -863413.829422 + Penalty 2932.294073 = -860481.535349
  nChanged 6
		SP:Iteration 53Q (113935.550000 sec): 3 clusters
  Score: Raw -863414.871396 + Penalty 2932.294073 = -860482.577323
  nChanged 6
		SP:Iteration 54Q (113935.810000 sec): 3 clusters
  Score: Raw -863415.418259 + Penalty 2932.294073 = -860483.124186
  nChanged 11
		SP:Iteration 55Q (113936.070000 sec): 3 clusters
  Score: Raw -863416.399278 + Penalty 2932.294073 = -860484.105205
  nChanged 2
		SP:Iteration 56Q (113936.280000 sec): 3 clusters
  Score: Raw -863416.578101 + Penalty 2932.294073 = -860484.284028
  nChanged 2
		SP:Iteration 57Q (113936.510000 sec): 3 clusters
  Score: Raw -863416.793716 + Penalty 2932.294073 = -860484.499644
  nChanged 1
		SP:Iteration 58Q (113936.780000 sec): 3 clusters
  Score: Raw -863416.823348 + Penalty 2932.294073 = -860484.529275
  nChanged 0
		SP:Iteration 59F (113936.990000 sec): 3 clusters
  Score: Raw -863416.823348 + Penalty 2932.294073 = -860484.529275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113937.460000 sec): 2 clusters
  Score: Raw -7752715.476512 + Penalty 1825.177485 = -7750890.299027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113937.980000 sec): 3 clusters
  Score: Raw -7704122.800294 + Penalty 3650.354970 = -7700472.445325
  nChanged 35964
		SP:Iteration 1F (113938.490000 sec): 3 clusters
  Score: Raw -7724812.510899 + Penalty 3650.354970 = -7721162.155929
  nChanged 3314
		SP:Iteration 2Q (113939.080000 sec): 3 clusters
  Score: Raw -7726132.426147 + Penalty 3650.354970 = -7722482.071177
  nChanged 4140
		SP:Iteration 3F (113939.620000 sec): 3 clusters
  Score: Raw -7728271.918746 + Penalty 3650.354970 = -7724621.563777
  nChanged 5272
		SP:Iteration 4F (113940.200000 sec): 3 clusters
  Score: Raw -7731749.829080 + Penalty 3650.354970 = -7728099.474111
  nChanged 5997
		SP:Iteration 5F (113940.770000 sec): 3 clusters
  Score: Raw -7736480.614204 + Penalty 3650.354970 = -7732830.259234
  nChanged 6039
		SP:Iteration 6F (113941.340000 sec): 3 clusters
  Score: Raw -7741898.013318 + Penalty 3650.354970 = -7738247.658349
  nChanged 5092
		SP:Iteration 7F (113941.960000 sec): 3 clusters
  Score: Raw -7746676.447523 + Penalty 3650.354970 = -7743026.092554
  nChanged 3424
		SP:Iteration 8Q (113942.600000 sec): 3 clusters
  Score: Raw -7749816.264466 + Penalty 3650.354970 = -7746165.909497
  nChanged 1919
		SP:Iteration 9Q (113943.200000 sec): 3 clusters
  Score: Raw -7751537.312325 + Penalty 3650.354970 = -7747886.957355
  nChanged 942
		SP:Iteration 10Q (113943.770000 sec): 3 clusters
  Score: Raw -7752370.981360 + Penalty 3650.354970 = -7748720.626390
  nChanged 350
		SP:Iteration 11Q (113944.290000 sec): 3 clusters
  Score: Raw -7752686.581570 + Penalty 3650.354970 = -7749036.226600
  nChanged 134
		SP:Iteration 12Q (113944.790000 sec): 3 clusters
  Score: Raw -7752843.792911 + Penalty 3650.354970 = -7749193.437942
  nChanged 73
		SP:Iteration 13Q (113945.310000 sec): 3 clusters
  Score: Raw -7752925.447568 + Penalty 3650.354970 = -7749275.092599
  nChanged 33
		SP:Iteration 14Q (113945.820000 sec): 3 clusters
  Score: Raw -7752967.008036 + Penalty 3650.354970 = -7749316.653066
  nChanged 24
		SP:Iteration 15Q (113946.360000 sec): 3 clusters
  Score: Raw -7752989.253366 + Penalty 3650.354970 = -7749338.898396
  nChanged 19
		SP:Iteration 16Q (113946.820000 sec): 3 clusters
  Score: Raw -7753004.524923 + Penalty 3650.354970 = -7749354.169953
  nChanged 10
		SP:Iteration 17Q (113947.340000 sec): 3 clusters
  Score: Raw -7753013.032578 + Penalty 3650.354970 = -7749362.677609
  nChanged 7
		SP:Iteration 18Q (113947.840000 sec): 3 clusters
  Score: Raw -7753019.394844 + Penalty 3650.354970 = -7749369.039874
  nChanged 5
		SP:Iteration 19Q (113948.350000 sec): 3 clusters
  Score: Raw -7753024.235050 + Penalty 3650.354970 = -7749373.880081
  nChanged 5
		SP:Iteration 20F (113948.880000 sec): 3 clusters
  Score: Raw -7753033.946551 + Penalty 3650.354970 = -7749383.591581
  nChanged 3
		SP:Iteration 21Q (113949.330000 sec): 3 clusters
  Score: Raw -7753040.072688 + Penalty 3650.354970 = -7749389.717719
  nChanged 3
		SP:Iteration 22Q (113949.750000 sec): 3 clusters
  Score: Raw -7753041.607293 + Penalty 3650.354970 = -7749391.252323
  nChanged 1
		SP:Iteration 23Q (113950.190000 sec): 3 clusters
  Score: Raw -7753041.859093 + Penalty 3650.354970 = -7749391.504123
  nChanged 0
		SP:Iteration 24F (113950.680000 sec): 3 clusters
  Score: Raw -7753041.859093 + Penalty 3650.354970 = -7749391.504123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113950.880000 sec): 2 clusters
  Score: Raw -1520480.631624 + Penalty 1559.031000 = -1518921.600624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113951.140000 sec): 3 clusters
  Score: Raw -1511850.716169 + Penalty 3118.062000 = -1508732.654170
  nChanged 6493
		SP:Iteration 1F (113951.470000 sec): 3 clusters
  Score: Raw -1515366.947766 + Penalty 3118.062000 = -1512248.885766
  nChanged 714
		SP:Iteration 2Q (113951.720000 sec): 3 clusters
  Score: Raw -1515613.280890 + Penalty 3118.062000 = -1512495.218891
  nChanged 558
		SP:Iteration 3Q (113951.950000 sec): 3 clusters
  Score: Raw -1515801.108724 + Penalty 3118.062000 = -1512683.046725
  nChanged 517
		SP:Iteration 4Q (113952.250000 sec): 3 clusters
  Score: Raw -1515983.489711 + Penalty 3118.062000 = -1512865.427711
  nChanged 550
		SP:Iteration 5Q (113952.550000 sec): 3 clusters
  Score: Raw -1516189.333757 + Penalty 3118.062000 = -1513071.271758
  nChanged 568
		SP:Iteration 6Q (113952.800000 sec): 3 clusters
  Score: Raw -1516424.854900 + Penalty 3118.062000 = -1513306.792901
  nChanged 643
		SP:Iteration 7Q (113953.070000 sec): 3 clusters
  Score: Raw -1516743.544259 + Penalty 3118.062000 = -1513625.482259
  nChanged 749
		SP:Iteration 8F (113953.340000 sec): 3 clusters
  Score: Raw -1517156.075041 + Penalty 3118.062000 = -1514038.013042
  nChanged 819
		SP:Iteration 9F (113953.610000 sec): 3 clusters
  Score: Raw -1517631.687154 + Penalty 3118.062000 = -1514513.625155
  nChanged 756
		SP:Iteration 10F (113953.830000 sec): 3 clusters
  Score: Raw -1518082.868045 + Penalty 3118.062000 = -1514964.806045
  nChanged 712
		SP:Iteration 11Q (113954.130000 sec): 3 clusters
  Score: Raw -1518494.990013 + Penalty 3118.062000 = -1515376.928013
  nChanged 614
		SP:Iteration 12Q (113954.380000 sec): 3 clusters
  Score: Raw -1518837.609661 + Penalty 3118.062000 = -1515719.547662
  nChanged 527
		SP:Iteration 13Q (113954.670000 sec): 3 clusters
  Score: Raw -1519155.348937 + Penalty 3118.062000 = -1516037.286938
  nChanged 507
		SP:Iteration 14Q (113954.900000 sec): 3 clusters
  Score: Raw -1519484.719905 + Penalty 3118.062000 = -1516366.657905
  nChanged 418
		SP:Iteration 15Q (113955.120000 sec): 3 clusters
  Score: Raw -1519770.157217 + Penalty 3118.062000 = -1516652.095217
  nChanged 343
		SP:Iteration 16Q (113955.440000 sec): 3 clusters
  Score: Raw -1520009.607881 + Penalty 3118.062000 = -1516891.545881
  nChanged 251
		SP:Iteration 17Q (113955.620000 sec): 3 clusters
  Score: Raw -1520186.665038 + Penalty 3118.062000 = -1517068.603039
  nChanged 184
		SP:Iteration 18Q (113955.930000 sec): 3 clusters
  Score: Raw -1520317.340106 + Penalty 3118.062000 = -1517199.278106
  nChanged 126
		SP:Iteration 19Q (113956.140000 sec): 3 clusters
  Score: Raw -1520410.472613 + Penalty 3118.062000 = -1517292.410614
  nChanged 106
		SP:Iteration 20F (113956.430000 sec): 3 clusters
  Score: Raw -1520482.142236 + Penalty 3118.062000 = -1517364.080237
  nChanged 95
		SP:Iteration 21Q (113956.620000 sec): 3 clusters
  Score: Raw -1520545.227706 + Penalty 3118.062000 = -1517427.165706
  nChanged 61
		SP:Iteration 22Q (113956.830000 sec): 3 clusters
  Score: Raw -1520581.315525 + Penalty 3118.062000 = -1517463.253525
  nChanged 44
		SP:Iteration 23Q (113957.130000 sec): 3 clusters
  Score: Raw -1520606.809357 + Penalty 3118.062000 = -1517488.747358
  nChanged 31
		SP:Iteration 24Q (113957.400000 sec): 3 clusters
  Score: Raw -1520627.798008 + Penalty 3118.062000 = -1517509.736008
  nChanged 29
		SP:Iteration 25Q (113957.660000 sec): 3 clusters
  Score: Raw -1520645.057420 + Penalty 3118.062000 = -1517526.995420
  nChanged 20
		SP:Iteration 26Q (113957.910000 sec): 3 clusters
  Score: Raw -1520655.055038 + Penalty 3118.062000 = -1517536.993038
  nChanged 14
		SP:Iteration 27Q (113958.200000 sec): 3 clusters
  Score: Raw -1520662.230639 + Penalty 3118.062000 = -1517544.168640
  nChanged 12
		SP:Iteration 28Q (113958.440000 sec): 3 clusters
  Score: Raw -1520669.539917 + Penalty 3118.062000 = -1517551.477918
  nChanged 9
		SP:Iteration 29Q (113958.680000 sec): 3 clusters
  Score: Raw -1520673.408544 + Penalty 3118.062000 = -1517555.346545
  nChanged 7
		SP:Iteration 30Q (113958.950000 sec): 3 clusters
  Score: Raw -1520677.967595 + Penalty 3118.062000 = -1517559.905596
  nChanged 7
		SP:Iteration 31Q (113959.230000 sec): 3 clusters
  Score: Raw -1520681.691719 + Penalty 3118.062000 = -1517563.629719
  nChanged 7
		SP:Iteration 32Q (113959.470000 sec): 3 clusters
  Score: Raw -1520685.649137 + Penalty 3118.062000 = -1517567.587137
  nChanged 4
		SP:Iteration 33Q (113959.760000 sec): 3 clusters
  Score: Raw -1520688.234205 + Penalty 3118.062000 = -1517570.172205
  nChanged 7
		SP:Iteration 34Q (113960.020000 sec): 3 clusters
  Score: Raw -1520693.564006 + Penalty 3118.062000 = -1517575.502006
  nChanged 9
		SP:Iteration 35Q (113960.270000 sec): 3 clusters
  Score: Raw -1520699.747008 + Penalty 3118.062000 = -1517581.685008
  nChanged 10
		SP:Iteration 36Q (113960.500000 sec): 3 clusters
  Score: Raw -1520705.442922 + Penalty 3118.062000 = -1517587.380923
  nChanged 7
		SP:Iteration 37Q (113960.730000 sec): 3 clusters
  Score: Raw -1520709.027481 + Penalty 3118.062000 = -1517590.965482
  nChanged 7
		SP:Iteration 38Q (113960.960000 sec): 3 clusters
  Score: Raw -1520713.876622 + Penalty 3118.062000 = -1517595.814623
  nChanged 6
		SP:Iteration 39Q (113961.170000 sec): 3 clusters
  Score: Raw -1520716.927073 + Penalty 3118.062000 = -1517598.865073
  nChanged 5
		SP:Iteration 40F (113961.380000 sec): 3 clusters
  Score: Raw -1520718.715252 + Penalty 3118.062000 = -1517600.653253
  nChanged 3
		SP:Iteration 41Q (113961.640000 sec): 3 clusters
  Score: Raw -1520719.969430 + Penalty 3118.062000 = -1517601.907431
  nChanged 3
		SP:Iteration 42Q (113961.870000 sec): 3 clusters
  Score: Raw -1520721.479378 + Penalty 3118.062000 = -1517603.417378
  nChanged 2
		SP:Iteration 43Q (113962.090000 sec): 3 clusters
  Score: Raw -1520723.416077 + Penalty 3118.062000 = -1517605.354078
  nChanged 3
		SP:Iteration 44Q (113962.320000 sec): 3 clusters
  Score: Raw -1520726.712776 + Penalty 3118.062000 = -1517608.650776
  nChanged 5
		SP:Iteration 45Q (113962.550000 sec): 3 clusters
  Score: Raw -1520728.413351 + Penalty 3118.062000 = -1517610.351352
  nChanged 3
		SP:Iteration 46Q (113962.750000 sec): 3 clusters
  Score: Raw -1520729.607698 + Penalty 3118.062000 = -1517611.545698
  nChanged 4
		SP:Iteration 47Q (113962.980000 sec): 3 clusters
  Score: Raw -1520732.495068 + Penalty 3118.062000 = -1517614.433068
  nChanged 5
		SP:Iteration 48Q (113963.170000 sec): 3 clusters
  Score: Raw -1520736.097722 + Penalty 3118.062000 = -1517618.035723
  nChanged 6
		SP:Iteration 49Q (113963.400000 sec): 3 clusters
  Score: Raw -1520738.600294 + Penalty 3118.062000 = -1517620.538294
  nChanged 6
		SP:Iteration 50Q (113963.620000 sec): 3 clusters
  Score: Raw -1520741.871966 + Penalty 3118.062000 = -1517623.809966
  nChanged 7
		SP:Iteration 51Q (113963.840000 sec): 3 clusters
  Score: Raw -1520744.928108 + Penalty 3118.062000 = -1517626.866109
  nChanged 4
		SP:Iteration 52Q (113964.090000 sec): 3 clusters
  Score: Raw -1520748.753330 + Penalty 3118.062000 = -1517630.691331
  nChanged 4
		SP:Iteration 53Q (113964.280000 sec): 3 clusters
  Score: Raw -1520750.637763 + Penalty 3118.062000 = -1517632.575764
  nChanged 3
		SP:Iteration 54Q (113964.460000 sec): 3 clusters
  Score: Raw -1520752.605879 + Penalty 3118.062000 = -1517634.543879
  nChanged 5
		SP:Iteration 55Q (113964.710000 sec): 3 clusters
  Score: Raw -1520754.755694 + Penalty 3118.062000 = -1517636.693694
  nChanged 2
		SP:Iteration 56Q (113964.930000 sec): 3 clusters
  Score: Raw -1520756.294091 + Penalty 3118.062000 = -1517638.232091
  nChanged 3
		SP:Iteration 57Q (113965.120000 sec): 3 clusters
  Score: Raw -1520757.938942 + Penalty 3118.062000 = -1517639.876943
  nChanged 4
		SP:Iteration 58Q (113965.380000 sec): 3 clusters
  Score: Raw -1520760.735989 + Penalty 3118.062000 = -1517642.673989
  nChanged 4
		SP:Iteration 59Q (113965.550000 sec): 3 clusters
  Score: Raw -1520763.392279 + Penalty 3118.062000 = -1517645.330280
  nChanged 4
		SP:Iteration 60F (113965.800000 sec): 3 clusters
  Score: Raw -1520764.938554 + Penalty 3118.062000 = -1517646.876554
  nChanged 2
		SP:Iteration 61Q (113966.050000 sec): 3 clusters
  Score: Raw -1520766.449242 + Penalty 3118.062000 = -1517648.387242
  nChanged 4
		SP:Iteration 62Q (113966.280000 sec): 3 clusters
  Score: Raw -1520768.610118 + Penalty 3118.062000 = -1517650.548118
  nChanged 3
		SP:Iteration 63Q (113966.580000 sec): 3 clusters
  Score: Raw -1520770.855343 + Penalty 3118.062000 = -1517652.793343
  nChanged 6
		SP:Iteration 64Q (113966.820000 sec): 3 clusters
  Score: Raw -1520775.847509 + Penalty 3118.062000 = -1517657.785510
  nChanged 4
		SP:Iteration 65Q (113967.040000 sec): 3 clusters
  Score: Raw -1520778.252491 + Penalty 3118.062000 = -1517660.190492
  nChanged 4
		SP:Iteration 66Q (113967.280000 sec): 3 clusters
  Score: Raw -1520780.711322 + Penalty 3118.062000 = -1517662.649323
  nChanged 1
		SP:Iteration 67Q (113967.540000 sec): 3 clusters
  Score: Raw -1520780.977138 + Penalty 3118.062000 = -1517662.915138
  nChanged 1
		SP:Iteration 68Q (113967.760000 sec): 3 clusters
  Score: Raw -1520782.122298 + Penalty 3118.062000 = -1517664.060298
  nChanged 2
		SP:Iteration 69Q (113968.000000 sec): 3 clusters
  Score: Raw -1520782.935792 + Penalty 3118.062000 = -1517664.873792
  nChanged 0
		SP:Iteration 70F (113968.260000 sec): 3 clusters
  Score: Raw -1520782.935792 + Penalty 3118.062000 = -1517664.873792
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113968.520000 sec): 2 clusters
  Score: Raw -3545994.572310 + Penalty 1706.404291 = -3544288.168019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113968.860000 sec): 3 clusters
  Score: Raw -3523331.817376 + Penalty 3412.808582 = -3519919.008794
  nChanged 16880
		SP:Iteration 1F (113969.180000 sec): 3 clusters
  Score: Raw -3533229.491310 + Penalty 3412.808582 = -3529816.682728
  nChanged 1853
		SP:Iteration 2F (113969.560000 sec): 3 clusters
  Score: Raw -3533964.433831 + Penalty 3412.808582 = -3530551.625249
  nChanged 1900
		SP:Iteration 3F (113969.930000 sec): 3 clusters
  Score: Raw -3534873.665073 + Penalty 3412.808582 = -3531460.856491
  nChanged 1989
		SP:Iteration 4F (113970.250000 sec): 3 clusters
  Score: Raw -3536060.200824 + Penalty 3412.808582 = -3532647.392242
  nChanged 2182
		SP:Iteration 5F (113970.590000 sec): 3 clusters
  Score: Raw -3537620.424641 + Penalty 3412.808582 = -3534207.616059
  nChanged 2313
		SP:Iteration 6F (113970.910000 sec): 3 clusters
  Score: Raw -3539474.989866 + Penalty 3412.808582 = -3536062.181284
  nChanged 2238
		SP:Iteration 7F (113971.230000 sec): 3 clusters
  Score: Raw -3541479.982803 + Penalty 3412.808582 = -3538067.174221
  nChanged 1909
		SP:Iteration 8F (113971.560000 sec): 3 clusters
  Score: Raw -3543237.343275 + Penalty 3412.808582 = -3539824.534693
  nChanged 1352
		SP:Iteration 9Q (113971.950000 sec): 3 clusters
  Score: Raw -3544394.816640 + Penalty 3412.808582 = -3540982.008058
  nChanged 930
		SP:Iteration 10Q (113972.310000 sec): 3 clusters
  Score: Raw -3545151.205091 + Penalty 3412.808582 = -3541738.396509
  nChanged 673
		SP:Iteration 11Q (113972.720000 sec): 3 clusters
  Score: Raw -3545668.825618 + Penalty 3412.808582 = -3542256.017036
  nChanged 487
		SP:Iteration 12Q (113973.150000 sec): 3 clusters
  Score: Raw -3546016.103843 + Penalty 3412.808582 = -3542603.295261
  nChanged 353
		SP:Iteration 13Q (113973.500000 sec): 3 clusters
  Score: Raw -3546250.607063 + Penalty 3412.808582 = -3542837.798481
  nChanged 241
		SP:Iteration 14Q (113973.920000 sec): 3 clusters
  Score: Raw -3546384.095853 + Penalty 3412.808582 = -3542971.287271
  nChanged 157
		SP:Iteration 15Q (113974.230000 sec): 3 clusters
  Score: Raw -3546464.290369 + Penalty 3412.808582 = -3543051.481787
  nChanged 123
		SP:Iteration 16Q (113974.570000 sec): 3 clusters
  Score: Raw -3546514.304480 + Penalty 3412.808582 = -3543101.495898
  nChanged 85
		SP:Iteration 17Q (113974.930000 sec): 3 clusters
  Score: Raw -3546547.095333 + Penalty 3412.808582 = -3543134.286751
  nChanged 51
		SP:Iteration 18Q (113975.320000 sec): 3 clusters
  Score: Raw -3546565.670377 + Penalty 3412.808582 = -3543152.861795
  nChanged 50
		SP:Iteration 19Q (113975.650000 sec): 3 clusters
  Score: Raw -3546583.731551 + Penalty 3412.808582 = -3543170.922969
  nChanged 42
		SP:Iteration 20F (113976.040000 sec): 3 clusters
  Score: Raw -3546594.104408 + Penalty 3412.808582 = -3543181.295826
  nChanged 21
		SP:Iteration 21Q (113976.400000 sec): 3 clusters
  Score: Raw -3546600.048116 + Penalty 3412.808582 = -3543187.239534
  nChanged 14
		SP:Iteration 22Q (113976.700000 sec): 3 clusters
  Score: Raw -3546603.641525 + Penalty 3412.808582 = -3543190.832943
  nChanged 15
		SP:Iteration 23Q (113977.090000 sec): 3 clusters
  Score: Raw -3546608.062367 + Penalty 3412.808582 = -3543195.253785
  nChanged 17
		SP:Iteration 24Q (113977.450000 sec): 3 clusters
  Score: Raw -3546612.085027 + Penalty 3412.808582 = -3543199.276445
  nChanged 14
		SP:Iteration 25Q (113977.770000 sec): 3 clusters
  Score: Raw -3546615.326119 + Penalty 3412.808582 = -3543202.517537
  nChanged 15
		SP:Iteration 26Q (113978.160000 sec): 3 clusters
  Score: Raw -3546619.037401 + Penalty 3412.808582 = -3543206.228819
  nChanged 10
		SP:Iteration 27Q (113978.480000 sec): 3 clusters
  Score: Raw -3546621.310557 + Penalty 3412.808582 = -3543208.501975
  nChanged 10
		SP:Iteration 28Q (113978.870000 sec): 3 clusters
  Score: Raw -3546624.006305 + Penalty 3412.808582 = -3543211.197723
  nChanged 9
		SP:Iteration 29Q (113979.140000 sec): 3 clusters
  Score: Raw -3546626.599246 + Penalty 3412.808582 = -3543213.790664
  nChanged 12
		SP:Iteration 30Q (113979.490000 sec): 3 clusters
  Score: Raw -3546628.778487 + Penalty 3412.808582 = -3543215.969905
  nChanged 6
		SP:Iteration 31Q (113979.840000 sec): 3 clusters
  Score: Raw -3546630.054009 + Penalty 3412.808582 = -3543217.245427
  nChanged 5
		SP:Iteration 32Q (113980.220000 sec): 3 clusters
  Score: Raw -3546630.810875 + Penalty 3412.808582 = -3543218.002293
  nChanged 4
		SP:Iteration 33Q (113980.550000 sec): 3 clusters
  Score: Raw -3546631.940768 + Penalty 3412.808582 = -3543219.132186
  nChanged 7
		SP:Iteration 34Q (113980.910000 sec): 3 clusters
  Score: Raw -3546633.279820 + Penalty 3412.808582 = -3543220.471238
  nChanged 6
		SP:Iteration 35Q (113981.230000 sec): 3 clusters
  Score: Raw -3546634.486340 + Penalty 3412.808582 = -3543221.677758
  nChanged 3
		SP:Iteration 36Q (113981.610000 sec): 3 clusters
  Score: Raw -3546634.857805 + Penalty 3412.808582 = -3543222.049223
  nChanged 3
		SP:Iteration 37Q (113981.970000 sec): 3 clusters
  Score: Raw -3546635.653470 + Penalty 3412.808582 = -3543222.844888
  nChanged 2
		SP:Iteration 38Q (113982.300000 sec): 3 clusters
  Score: Raw -3546636.044344 + Penalty 3412.808582 = -3543223.235762
  nChanged 3
		SP:Iteration 39Q (113982.720000 sec): 3 clusters
  Score: Raw -3546636.609366 + Penalty 3412.808582 = -3543223.800785
  nChanged 2
		SP:Iteration 40F (113983.070000 sec): 3 clusters
  Score: Raw -3546637.134477 + Penalty 3412.808582 = -3543224.325895
  nChanged 3
		SP:Iteration 41Q (113983.380000 sec): 3 clusters
  Score: Raw -3546637.597828 + Penalty 3412.808582 = -3543224.789246
  nChanged 3
		SP:Iteration 42Q (113983.750000 sec): 3 clusters
  Score: Raw -3546638.403558 + Penalty 3412.808582 = -3543225.594976
  nChanged 5
		SP:Iteration 43Q (113984.070000 sec): 3 clusters
  Score: Raw -3546639.293722 + Penalty 3412.808582 = -3543226.485140
  nChanged 6
		SP:Iteration 44Q (113984.370000 sec): 3 clusters
  Score: Raw -3546640.660434 + Penalty 3412.808582 = -3543227.851852
  nChanged 7
		SP:Iteration 45Q (113984.790000 sec): 3 clusters
  Score: Raw -3546642.714381 + Penalty 3412.808582 = -3543229.905799
  nChanged 6
		SP:Iteration 46Q (113985.140000 sec): 3 clusters
  Score: Raw -3546644.453638 + Penalty 3412.808582 = -3543231.645056
  nChanged 5
		SP:Iteration 47Q (113985.500000 sec): 3 clusters
  Score: Raw -3546645.849874 + Penalty 3412.808582 = -3543233.041292
  nChanged 5
		SP:Iteration 48Q (113985.820000 sec): 3 clusters
  Score: Raw -3546647.309610 + Penalty 3412.808582 = -3543234.501028
  nChanged 3
		SP:Iteration 49Q (113986.190000 sec): 3 clusters
  Score: Raw -3546647.785016 + Penalty 3412.808582 = -3543234.976434
  nChanged 3
		SP:Iteration 50Q (113986.560000 sec): 3 clusters
  Score: Raw -3546648.330173 + Penalty 3412.808582 = -3543235.521591
  nChanged 2
		SP:Iteration 51Q (113986.900000 sec): 3 clusters
  Score: Raw -3546648.676711 + Penalty 3412.808582 = -3543235.868129
  nChanged 3
		SP:Iteration 52Q (113987.240000 sec): 3 clusters
  Score: Raw -3546649.394792 + Penalty 3412.808582 = -3543236.586210
  nChanged 4
		SP:Iteration 53Q (113987.600000 sec): 3 clusters
  Score: Raw -3546649.900910 + Penalty 3412.808582 = -3543237.092328
  nChanged 2
		SP:Iteration 54Q (113987.970000 sec): 3 clusters
  Score: Raw -3546650.113504 + Penalty 3412.808582 = -3543237.304922
  nChanged 1
		SP:Iteration 55Q (113988.290000 sec): 3 clusters
  Score: Raw -3546650.801905 + Penalty 3412.808582 = -3543237.993323
  nChanged 2
		SP:Iteration 56Q (113988.660000 sec): 3 clusters
  Score: Raw -3546651.273721 + Penalty 3412.808582 = -3543238.465139
  nChanged 1
		SP:Iteration 57Q (113988.950000 sec): 3 clusters
  Score: Raw -3546651.438772 + Penalty 3412.808582 = -3543238.630190
  nChanged 1
		SP:Iteration 58Q (113989.290000 sec): 3 clusters
  Score: Raw -3546651.543751 + Penalty 3412.808582 = -3543238.735169
  nChanged 1
		SP:Iteration 59Q (113989.680000 sec): 3 clusters
  Score: Raw -3546651.749956 + Penalty 3412.808582 = -3543238.941374
  nChanged 1
		SP:Iteration 60F (113990.100000 sec): 3 clusters
  Score: Raw -3546651.832471 + Penalty 3412.808582 = -3543239.023889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113990.180000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113990.380000 sec): 3 clusters
  Score: Raw -49848.481158 + Penalty 2007.831837 = -47840.649321
  nChanged 100
		SP:Iteration 1F (113990.580000 sec): 3 clusters
  Score: Raw -49983.111087 + Penalty 2007.831837 = -47975.279250
  nChanged 21
		SP:Iteration 2Q (113990.780000 sec): 3 clusters
  Score: Raw -50023.035444 + Penalty 2007.831837 = -48015.203607
  nChanged 8
		SP:Iteration 3Q (113991.030000 sec): 3 clusters
  Score: Raw -50037.409894 + Penalty 2007.831837 = -48029.578057
  nChanged 4
		SP:Iteration 4Q (113991.250000 sec): 3 clusters
  Score: Raw -50046.839567 + Penalty 2007.831837 = -48039.007730
  nChanged 2
		SP:Iteration 5Q (113991.450000 sec): 3 clusters
  Score: Raw -50048.469922 + Penalty 2007.831837 = -48040.638085
  nChanged 1
		SP:Iteration 6Q (113991.630000 sec): 3 clusters
  Score: Raw -50049.551107 + Penalty 2007.831837 = -48041.719270
  nChanged 0
		SP:Iteration 7F (113991.820000 sec): 3 clusters
  Score: Raw -50049.551107 + Penalty 2007.831837 = -48041.719270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (113992.650000 sec): 2 clusters
  Score: Raw -17802266.383695 + Penalty 1954.830992 = -17800311.552703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (113993.570000 sec): 3 clusters
  Score: Raw -17691455.722284 + Penalty 3909.661985 = -17687546.060299
  nChanged 81074
		SP:Iteration 1F (113994.540000 sec): 3 clusters
  Score: Raw -17740505.663703 + Penalty 3909.661985 = -17736596.001718
  nChanged 7435
		SP:Iteration 2Q (113995.610000 sec): 3 clusters
  Score: Raw -17743298.025692 + Penalty 3909.661985 = -17739388.363707
  nChanged 8872
		SP:Iteration 3F (113996.560000 sec): 3 clusters
  Score: Raw -17747447.744959 + Penalty 3909.661985 = -17743538.082975
  nChanged 10333
		SP:Iteration 4F (113997.470000 sec): 3 clusters
  Score: Raw -17753316.413973 + Penalty 3909.661985 = -17749406.751988
  nChanged 11061
		SP:Iteration 5F (113998.380000 sec): 3 clusters
  Score: Raw -17760220.806636 + Penalty 3909.661985 = -17756311.144651
  nChanged 10662
		SP:Iteration 6F (113999.240000 sec): 3 clusters
  Score: Raw -17767498.611350 + Penalty 3909.661985 = -17763588.949365
  nChanged 9401
		SP:Iteration 7F (114000.060000 sec): 3 clusters
  Score: Raw -17775172.752685 + Penalty 3909.661985 = -17771263.090700
  nChanged 8279
		SP:Iteration 8Q (114000.910000 sec): 3 clusters
  Score: Raw -17783833.568894 + Penalty 3909.661985 = -17779923.906909
  nChanged 6995
		SP:Iteration 9Q (114001.850000 sec): 3 clusters
  Score: Raw -17791456.203609 + Penalty 3909.661985 = -17787546.541625
  nChanged 5577
		SP:Iteration 10Q (114002.760000 sec): 3 clusters
  Score: Raw -17795898.575125 + Penalty 3909.661985 = -17791988.913140
  nChanged 3655
		SP:Iteration 11Q (114003.700000 sec): 3 clusters
  Score: Raw -17797956.660504 + Penalty 3909.661985 = -17794046.998519
  nChanged 2432
		SP:Iteration 12Q (114004.570000 sec): 3 clusters
  Score: Raw -17799097.536133 + Penalty 3909.661985 = -17795187.874148
  nChanged 1869
		SP:Iteration 13Q (114005.410000 sec): 3 clusters
  Score: Raw -17799833.605643 + Penalty 3909.661985 = -17795923.943658
  nChanged 1489
		SP:Iteration 14Q (114006.310000 sec): 3 clusters
  Score: Raw -17800350.945822 + Penalty 3909.661985 = -17796441.283838
  nChanged 1328
		SP:Iteration 15Q (114007.260000 sec): 3 clusters
  Score: Raw -17800763.994193 + Penalty 3909.661985 = -17796854.332208
  nChanged 1135
		SP:Iteration 16Q (114008.160000 sec): 3 clusters
  Score: Raw -17801099.210551 + Penalty 3909.661985 = -17797189.548566
  nChanged 976
		SP:Iteration 17Q (114009.090000 sec): 3 clusters
  Score: Raw -17801356.647101 + Penalty 3909.661985 = -17797446.985116
  nChanged 866
		SP:Iteration 18Q (114010.080000 sec): 3 clusters
  Score: Raw -17801557.084778 + Penalty 3909.661985 = -17797647.422793
  nChanged 761
		SP:Iteration 19Q (114010.950000 sec): 3 clusters
  Score: Raw -17801728.016307 + Penalty 3909.661985 = -17797818.354322
  nChanged 684
		SP:Iteration 20F (114011.920000 sec): 3 clusters
  Score: Raw -17801870.762218 + Penalty 3909.661985 = -17797961.100233
  nChanged 611
		SP:Iteration 21Q (114012.790000 sec): 3 clusters
  Score: Raw -17801999.816648 + Penalty 3909.661985 = -17798090.154663
  nChanged 590
		SP:Iteration 22Q (114013.690000 sec): 3 clusters
  Score: Raw -17802105.995388 + Penalty 3909.661985 = -17798196.333403
  nChanged 502
		SP:Iteration 23Q (114014.580000 sec): 3 clusters
  Score: Raw -17802196.564339 + Penalty 3909.661985 = -17798286.902354
  nChanged 471
		SP:Iteration 24Q (114015.430000 sec): 3 clusters
  Score: Raw -17802272.285505 + Penalty 3909.661985 = -17798362.623520
  nChanged 428
		SP:Iteration 25Q (114016.330000 sec): 3 clusters
  Score: Raw -17802338.467481 + Penalty 3909.661985 = -17798428.805496
  nChanged 383
		SP:Iteration 26Q (114017.140000 sec): 3 clusters
  Score: Raw -17802392.158102 + Penalty 3909.661985 = -17798482.496117
  nChanged 361
		SP:Iteration 27Q (114018.070000 sec): 3 clusters
  Score: Raw -17802431.207870 + Penalty 3909.661985 = -17798521.545885
  nChanged 311
		SP:Iteration 28Q (114018.960000 sec): 3 clusters
  Score: Raw -17802460.370160 + Penalty 3909.661985 = -17798550.708176
  nChanged 270
		SP:Iteration 29Q (114019.800000 sec): 3 clusters
  Score: Raw -17802482.659404 + Penalty 3909.661985 = -17798572.997419
  nChanged 233
		SP:Iteration 30Q (114020.640000 sec): 3 clusters
  Score: Raw -17802500.168492 + Penalty 3909.661985 = -17798590.506507
  nChanged 206
		SP:Iteration 31Q (114021.420000 sec): 3 clusters
  Score: Raw -17802513.875308 + Penalty 3909.661985 = -17798604.213323
  nChanged 180
		SP:Iteration 32Q (114022.160000 sec): 3 clusters
  Score: Raw -17802526.115712 + Penalty 3909.661985 = -17798616.453727
  nChanged 178
		SP:Iteration 33Q (114022.940000 sec): 3 clusters
  Score: Raw -17802537.133557 + Penalty 3909.661985 = -17798627.471572
  nChanged 175
		SP:Iteration 34Q (114023.750000 sec): 3 clusters
  Score: Raw -17802547.716599 + Penalty 3909.661985 = -17798638.054615
  nChanged 165
		SP:Iteration 35Q (114024.520000 sec): 3 clusters
  Score: Raw -17802557.488058 + Penalty 3909.661985 = -17798647.826073
  nChanged 162
		SP:Iteration 36Q (114025.330000 sec): 3 clusters
  Score: Raw -17802567.104576 + Penalty 3909.661985 = -17798657.442591
  nChanged 162
		SP:Iteration 37Q (114026.160000 sec): 3 clusters
  Score: Raw -17802576.812775 + Penalty 3909.661985 = -17798667.150790
  nChanged 152
		SP:Iteration 38Q (114027.040000 sec): 3 clusters
  Score: Raw -17802585.985004 + Penalty 3909.661985 = -17798676.323019
  nChanged 169
		SP:Iteration 39Q (114027.940000 sec): 3 clusters
  Score: Raw -17802595.965766 + Penalty 3909.661985 = -17798686.303781
  nChanged 171
		SP:Iteration 40F (114028.970000 sec): 3 clusters
  Score: Raw -17802606.072018 + Penalty 3909.661985 = -17798696.410034
  nChanged 157
		SP:Iteration 41Q (114029.900000 sec): 3 clusters
  Score: Raw -17802614.880727 + Penalty 3909.661985 = -17798705.218742
  nChanged 155
		SP:Iteration 42Q (114030.850000 sec): 3 clusters
  Score: Raw -17802623.130794 + Penalty 3909.661985 = -17798713.468809
  nChanged 153
		SP:Iteration 43Q (114031.810000 sec): 3 clusters
  Score: Raw -17802631.705486 + Penalty 3909.661985 = -17798722.043501
  nChanged 143
		SP:Iteration 44Q (114032.770000 sec): 3 clusters
  Score: Raw -17802639.895335 + Penalty 3909.661985 = -17798730.233351
  nChanged 137
		SP:Iteration 45Q (114033.740000 sec): 3 clusters
  Score: Raw -17802646.249423 + Penalty 3909.661985 = -17798736.587438
  nChanged 121
		SP:Iteration 46Q (114034.630000 sec): 3 clusters
  Score: Raw -17802652.863267 + Penalty 3909.661985 = -17798743.201282
  nChanged 144
		SP:Iteration 47Q (114035.600000 sec): 3 clusters
  Score: Raw -17802661.267593 + Penalty 3909.661985 = -17798751.605608
  nChanged 153
		SP:Iteration 48Q (114036.500000 sec): 3 clusters
  Score: Raw -17802670.320324 + Penalty 3909.661985 = -17798760.658339
  nChanged 163
		SP:Iteration 49Q (114037.310000 sec): 3 clusters
  Score: Raw -17802679.703575 + Penalty 3909.661985 = -17798770.041590
  nChanged 161
		SP:Iteration 50Q (114038.130000 sec): 3 clusters
  Score: Raw -17802690.075179 + Penalty 3909.661985 = -17798780.413195
  nChanged 158
		SP:Iteration 51Q (114039.030000 sec): 3 clusters
  Score: Raw -17802700.297688 + Penalty 3909.661985 = -17798790.635703
  nChanged 161
		SP:Iteration 52Q (114039.900000 sec): 3 clusters
  Score: Raw -17802711.200409 + Penalty 3909.661985 = -17798801.538424
  nChanged 166
		SP:Iteration 53Q (114040.810000 sec): 3 clusters
  Score: Raw -17802722.379837 + Penalty 3909.661985 = -17798812.717852
  nChanged 163
		SP:Iteration 54Q (114041.670000 sec): 3 clusters
  Score: Raw -17802732.546963 + Penalty 3909.661985 = -17798822.884978
  nChanged 146
		SP:Iteration 55Q (114042.490000 sec): 3 clusters
  Score: Raw -17802741.504313 + Penalty 3909.661985 = -17798831.842328
  nChanged 142
		SP:Iteration 56Q (114043.300000 sec): 3 clusters
  Score: Raw -17802749.838903 + Penalty 3909.661985 = -17798840.176919
  nChanged 129
		SP:Iteration 57Q (114044.100000 sec): 3 clusters
  Score: Raw -17802757.287820 + Penalty 3909.661985 = -17798847.625835
  nChanged 153
		SP:Iteration 58Q (114045.000000 sec): 3 clusters
  Score: Raw -17802767.405938 + Penalty 3909.661985 = -17798857.743953
  nChanged 150
		SP:Iteration 59Q (114045.860000 sec): 3 clusters
  Score: Raw -17802776.066891 + Penalty 3909.661985 = -17798866.404907
  nChanged 138
		SP:Iteration 60F (114046.810000 sec): 3 clusters
  Score: Raw -17802784.287769 + Penalty 3909.661985 = -17798874.625784
  nChanged 148
		SP:Iteration 61Q (114047.630000 sec): 3 clusters
  Score: Raw -17802793.954240 + Penalty 3909.661985 = -17798884.292255
  nChanged 141
		SP:Iteration 62Q (114048.440000 sec): 3 clusters
  Score: Raw -17802803.861674 + Penalty 3909.661985 = -17798894.199689
  nChanged 151
		SP:Iteration 63Q (114049.290000 sec): 3 clusters
  Score: Raw -17802815.012839 + Penalty 3909.661985 = -17798905.350854
  nChanged 145
		SP:Iteration 64Q (114050.110000 sec): 3 clusters
  Score: Raw -17802823.220175 + Penalty 3909.661985 = -17798913.558191
  nChanged 130
		SP:Iteration 65Q (114050.890000 sec): 3 clusters
  Score: Raw -17802830.375482 + Penalty 3909.661985 = -17798920.713497
  nChanged 133
		SP:Iteration 66Q (114051.700000 sec): 3 clusters
  Score: Raw -17802838.045195 + Penalty 3909.661985 = -17798928.383210
  nChanged 136
		SP:Iteration 67Q (114052.530000 sec): 3 clusters
  Score: Raw -17802846.695473 + Penalty 3909.661985 = -17798937.033488
  nChanged 149
		SP:Iteration 68Q (114053.430000 sec): 3 clusters
  Score: Raw -17802855.707414 + Penalty 3909.661985 = -17798946.045429
  nChanged 144
		SP:Iteration 69Q (114054.280000 sec): 3 clusters
  Score: Raw -17802864.205457 + Penalty 3909.661985 = -17798954.543472
  nChanged 130
		SP:Iteration 70Q (114055.090000 sec): 3 clusters
  Score: Raw -17802871.915118 + Penalty 3909.661985 = -17798962.253133
  nChanged 142
		SP:Iteration 71Q (114055.850000 sec): 3 clusters
  Score: Raw -17802879.959472 + Penalty 3909.661985 = -17798970.297487
  nChanged 140
		SP:Iteration 72Q (114056.630000 sec): 3 clusters
  Score: Raw -17802889.392178 + Penalty 3909.661985 = -17798979.730193
  nChanged 153
		SP:Iteration 73Q (114057.450000 sec): 3 clusters
  Score: Raw -17802900.109949 + Penalty 3909.661985 = -17798990.447964
  nChanged 162
		SP:Iteration 74Q (114058.260000 sec): 3 clusters
  Score: Raw -17802912.559508 + Penalty 3909.661985 = -17799002.897523
  nChanged 171
		SP:Iteration 75Q (114059.100000 sec): 3 clusters
  Score: Raw -17802925.140915 + Penalty 3909.661985 = -17799015.478930
  nChanged 160
		SP:Iteration 76Q (114059.980000 sec): 3 clusters
  Score: Raw -17802935.755143 + Penalty 3909.661985 = -17799026.093158
  nChanged 156
		SP:Iteration 77Q (114060.770000 sec): 3 clusters
  Score: Raw -17802947.798576 + Penalty 3909.661985 = -17799038.136591
  nChanged 157
		SP:Iteration 78Q (114061.650000 sec): 3 clusters
  Score: Raw -17802959.249124 + Penalty 3909.661985 = -17799049.587139
  nChanged 153
		SP:Iteration 79Q (114062.420000 sec): 3 clusters
  Score: Raw -17802969.925467 + Penalty 3909.661985 = -17799060.263482
  nChanged 161
		SP:Iteration 80F (114063.330000 sec): 3 clusters
  Score: Raw -17802981.243601 + Penalty 3909.661985 = -17799071.581616
  nChanged 152
		SP:Iteration 81Q (114064.160000 sec): 3 clusters
  Score: Raw -17802992.546617 + Penalty 3909.661985 = -17799082.884632
  nChanged 137
		SP:Iteration 82Q (114064.930000 sec): 3 clusters
  Score: Raw -17803002.755499 + Penalty 3909.661985 = -17799093.093515
  nChanged 145
		SP:Iteration 83Q (114065.790000 sec): 3 clusters
  Score: Raw -17803011.502315 + Penalty 3909.661985 = -17799101.840330
  nChanged 110
		SP:Iteration 84Q (114066.580000 sec): 3 clusters
  Score: Raw -17803018.227107 + Penalty 3909.661985 = -17799108.565122
  nChanged 106
		SP:Iteration 85Q (114067.390000 sec): 3 clusters
  Score: Raw -17803025.477694 + Penalty 3909.661985 = -17799115.815709
  nChanged 122
		SP:Iteration 86Q (114068.170000 sec): 3 clusters
  Score: Raw -17803034.253105 + Penalty 3909.661985 = -17799124.591120
  nChanged 126
		SP:Iteration 87Q (114068.940000 sec): 3 clusters
  Score: Raw -17803044.067640 + Penalty 3909.661985 = -17799134.405656
  nChanged 140
		SP:Iteration 88Q (114069.920000 sec): 3 clusters
  Score: Raw -17803055.199110 + Penalty 3909.661985 = -17799145.537126
  nChanged 147
		SP:Iteration 89Q (114070.990000 sec): 3 clusters
  Score: Raw -17803067.689738 + Penalty 3909.661985 = -17799158.027753
  nChanged 135
		SP:Iteration 90Q (114071.980000 sec): 3 clusters
  Score: Raw -17803078.436186 + Penalty 3909.661985 = -17799168.774201
  nChanged 148
		SP:Iteration 91Q (114072.950000 sec): 3 clusters
  Score: Raw -17803090.200835 + Penalty 3909.661985 = -17799180.538850
  nChanged 128
		SP:Iteration 92Q (114073.800000 sec): 3 clusters
  Score: Raw -17803099.565480 + Penalty 3909.661985 = -17799189.903495
  nChanged 125
		SP:Iteration 93Q (114074.710000 sec): 3 clusters
  Score: Raw -17803108.809094 + Penalty 3909.661985 = -17799199.147109
  nChanged 141
		SP:Iteration 94Q (114075.680000 sec): 3 clusters
  Score: Raw -17803120.634870 + Penalty 3909.661985 = -17799210.972886
  nChanged 154
		SP:Iteration 95Q (114076.530000 sec): 3 clusters
  Score: Raw -17803132.547284 + Penalty 3909.661985 = -17799222.885299
  nChanged 143
		SP:Iteration 96Q (114077.360000 sec): 3 clusters
  Score: Raw -17803143.981457 + Penalty 3909.661985 = -17799234.319472
  nChanged 142
		SP:Iteration 97Q (114078.210000 sec): 3 clusters
  Score: Raw -17803155.825368 + Penalty 3909.661985 = -17799246.163383
  nChanged 147
		SP:Iteration 98Q (114079.000000 sec): 3 clusters
  Score: Raw -17803168.398231 + Penalty 3909.661985 = -17799258.736246
  nChanged 134
		SP:Iteration 99Q (114079.780000 sec): 3 clusters
  Score: Raw -17803178.025376 + Penalty 3909.661985 = -17799268.363391
  nChanged 116
		SP:Iteration 100F (114080.750000 sec): 3 clusters
  Score: Raw -17803185.803058 + Penalty 3909.661985 = -17799276.141073
  nChanged 107
		SP:Iteration 101Q (114081.540000 sec): 3 clusters
  Score: Raw -17803193.175091 + Penalty 3909.661985 = -17799283.513106
  nChanged 97
		SP:Iteration 102Q (114082.360000 sec): 3 clusters
  Score: Raw -17803200.759343 + Penalty 3909.661985 = -17799291.097358
  nChanged 96
		SP:Iteration 103Q (114083.250000 sec): 3 clusters
  Score: Raw -17803207.454812 + Penalty 3909.661985 = -17799297.792828
  nChanged 89
		SP:Iteration 104Q (114084.070000 sec): 3 clusters
  Score: Raw -17803213.061702 + Penalty 3909.661985 = -17799303.399717
  nChanged 80
		SP:Iteration 105Q (114084.890000 sec): 3 clusters
  Score: Raw -17803218.391365 + Penalty 3909.661985 = -17799308.729380
  nChanged 76
		SP:Iteration 106Q (114085.670000 sec): 3 clusters
  Score: Raw -17803222.886009 + Penalty 3909.661985 = -17799313.224024
  nChanged 69
		SP:Iteration 107Q (114086.470000 sec): 3 clusters
  Score: Raw -17803227.480512 + Penalty 3909.661985 = -17799317.818528
  nChanged 73
		SP:Iteration 108Q (114087.340000 sec): 3 clusters
  Score: Raw -17803232.224380 + Penalty 3909.661985 = -17799322.562395
  nChanged 72
		SP:Iteration 109Q (114088.100000 sec): 3 clusters
  Score: Raw -17803237.200152 + Penalty 3909.661985 = -17799327.538167
  nChanged 68
		SP:Iteration 110Q (114088.890000 sec): 3 clusters
  Score: Raw -17803241.661467 + Penalty 3909.661985 = -17799331.999482
  nChanged 70
		SP:Iteration 111Q (114089.790000 sec): 3 clusters
  Score: Raw -17803245.914167 + Penalty 3909.661985 = -17799336.252182
  nChanged 59
		SP:Iteration 112Q (114090.650000 sec): 3 clusters
  Score: Raw -17803249.778445 + Penalty 3909.661985 = -17799340.116460
  nChanged 54
		SP:Iteration 113Q (114091.500000 sec): 3 clusters
  Score: Raw -17803253.357858 + Penalty 3909.661985 = -17799343.695873
  nChanged 65
		SP:Iteration 114Q (114092.290000 sec): 3 clusters
  Score: Raw -17803258.541358 + Penalty 3909.661985 = -17799348.879373
  nChanged 79
		SP:Iteration 115Q (114093.100000 sec): 3 clusters
  Score: Raw -17803264.767657 + Penalty 3909.661985 = -17799355.105672
  nChanged 69
		SP:Iteration 116Q (114093.940000 sec): 3 clusters
  Score: Raw -17803269.986850 + Penalty 3909.661985 = -17799360.324866
  nChanged 79
		SP:Iteration 117Q (114094.740000 sec): 3 clusters
  Score: Raw -17803275.821387 + Penalty 3909.661985 = -17799366.159402
  nChanged 75
		SP:Iteration 118Q (114095.500000 sec): 3 clusters
  Score: Raw -17803282.154201 + Penalty 3909.661985 = -17799372.492216
  nChanged 81
		SP:Iteration 119Q (114096.300000 sec): 3 clusters
  Score: Raw -17803289.206196 + Penalty 3909.661985 = -17799379.544211
  nChanged 87
		SP:Iteration 120F (114097.160000 sec): 3 clusters
  Score: Raw -17803296.686365 + Penalty 3909.661985 = -17799387.024380
  nChanged 73
		SP:Iteration 121Q (114097.990000 sec): 3 clusters
  Score: Raw -17803301.488967 + Penalty 3909.661985 = -17799391.826982
  nChanged 54
		SP:Iteration 122Q (114098.840000 sec): 3 clusters
  Score: Raw -17803304.854820 + Penalty 3909.661985 = -17799395.192835
  nChanged 50
		SP:Iteration 123Q (114099.670000 sec): 3 clusters
  Score: Raw -17803308.485200 + Penalty 3909.661985 = -17799398.823215
  nChanged 55
		SP:Iteration 124Q (114100.470000 sec): 3 clusters
  Score: Raw -17803311.866843 + Penalty 3909.661985 = -17799402.204858
  nChanged 45
		SP:Iteration 125Q (114101.260000 sec): 3 clusters
  Score: Raw -17803314.304337 + Penalty 3909.661985 = -17799404.642352
  nChanged 45
		SP:Iteration 126Q (114102.010000 sec): 3 clusters
  Score: Raw -17803317.020180 + Penalty 3909.661985 = -17799407.358195
  nChanged 35
		SP:Iteration 127Q (114102.740000 sec): 3 clusters
  Score: Raw -17803318.988572 + Penalty 3909.661985 = -17799409.326587
  nChanged 37
		SP:Iteration 128Q (114103.550000 sec): 3 clusters
  Score: Raw -17803320.863288 + Penalty 3909.661985 = -17799411.201303
  nChanged 29
		SP:Iteration 129Q (114104.490000 sec): 3 clusters
  Score: Raw -17803322.336194 + Penalty 3909.661985 = -17799412.674209
  nChanged 26
		SP:Iteration 130Q (114105.320000 sec): 3 clusters
  Score: Raw -17803323.623867 + Penalty 3909.661985 = -17799413.961882
  nChanged 27
		SP:Iteration 131Q (114106.370000 sec): 3 clusters
  Score: Raw -17803324.950847 + Penalty 3909.661985 = -17799415.288862
  nChanged 25
		SP:Iteration 132Q (114107.410000 sec): 3 clusters
  Score: Raw -17803326.105847 + Penalty 3909.661985 = -17799416.443862
  nChanged 14
		SP:Iteration 133Q (114108.490000 sec): 3 clusters
  Score: Raw -17803326.630480 + Penalty 3909.661985 = -17799416.968495
  nChanged 16
		SP:Iteration 134Q (114109.460000 sec): 3 clusters
  Score: Raw -17803327.239581 + Penalty 3909.661985 = -17799417.577596
  nChanged 11
		SP:Iteration 135Q (114110.430000 sec): 3 clusters
  Score: Raw -17803327.604362 + Penalty 3909.661985 = -17799417.942378
  nChanged 11
		SP:Iteration 136Q (114111.500000 sec): 3 clusters
  Score: Raw -17803327.859992 + Penalty 3909.661985 = -17799418.198008
  nChanged 10
		SP:Iteration 137Q (114112.460000 sec): 3 clusters
  Score: Raw -17803328.168102 + Penalty 3909.661985 = -17799418.506117
  nChanged 6
		SP:Iteration 138Q (114113.470000 sec): 3 clusters
  Score: Raw -17803328.463518 + Penalty 3909.661985 = -17799418.801533
  nChanged 8
		SP:Iteration 139Q (114114.420000 sec): 3 clusters
  Score: Raw -17803328.826638 + Penalty 3909.661985 = -17799419.164653
  nChanged 16
		SP:Iteration 140F (114115.210000 sec): 3 clusters
  Score: Raw -17803329.462251 + Penalty 3909.661985 = -17799419.800266
  nChanged 13
		SP:Iteration 141Q (114115.970000 sec): 3 clusters
  Score: Raw -17803329.968250 + Penalty 3909.661985 = -17799420.306265
  nChanged 13
		SP:Iteration 142Q (114116.740000 sec): 3 clusters
  Score: Raw -17803330.681690 + Penalty 3909.661985 = -17799421.019705
  nChanged 18
		SP:Iteration 143Q (114117.520000 sec): 3 clusters
  Score: Raw -17803331.768273 + Penalty 3909.661985 = -17799422.106288
  nChanged 22
		SP:Iteration 144Q (114118.380000 sec): 3 clusters
  Score: Raw -17803332.894118 + Penalty 3909.661985 = -17799423.232133
  nChanged 26
		SP:Iteration 145Q (114119.220000 sec): 3 clusters
  Score: Raw -17803334.795161 + Penalty 3909.661985 = -17799425.133176
  nChanged 30
		SP:Iteration 146Q (114120.120000 sec): 3 clusters
  Score: Raw -17803336.537809 + Penalty 3909.661985 = -17799426.875824
  nChanged 34
		SP:Iteration 147Q (114120.990000 sec): 3 clusters
  Score: Raw -17803338.486027 + Penalty 3909.661985 = -17799428.824042
  nChanged 26
		SP:Iteration 148Q (114121.790000 sec): 3 clusters
  Score: Raw -17803339.777717 + Penalty 3909.661985 = -17799430.115733
  nChanged 21
		SP:Iteration 149Q (114122.660000 sec): 3 clusters
  Score: Raw -17803340.872285 + Penalty 3909.661985 = -17799431.210300
  nChanged 21
		SP:Iteration 150Q (114123.470000 sec): 3 clusters
  Score: Raw -17803341.870284 + Penalty 3909.661985 = -17799432.208299
  nChanged 12
		SP:Iteration 151Q (114124.290000 sec): 3 clusters
  Score: Raw -17803342.241263 + Penalty 3909.661985 = -17799432.579278
  nChanged 10
		SP:Iteration 152Q (114125.090000 sec): 3 clusters
  Score: Raw -17803342.627231 + Penalty 3909.661985 = -17799432.965246
  nChanged 6
		SP:Iteration 153Q (114125.860000 sec): 3 clusters
  Score: Raw -17803342.822870 + Penalty 3909.661985 = -17799433.160885
  nChanged 5
		SP:Iteration 154Q (114126.660000 sec): 3 clusters
  Score: Raw -17803342.961531 + Penalty 3909.661985 = -17799433.299546
  nChanged 3
		SP:Iteration 155Q (114127.460000 sec): 3 clusters
  Score: Raw -17803343.034904 + Penalty 3909.661985 = -17799433.372919
  nChanged 1
		SP:Iteration 156Q (114128.210000 sec): 3 clusters
  Score: Raw -17803343.085222 + Penalty 3909.661985 = -17799433.423237
  nChanged 3
		SP:Iteration 157Q (114128.960000 sec): 3 clusters
  Score: Raw -17803343.179204 + Penalty 3909.661985 = -17799433.517219
  nChanged 1
		SP:Iteration 158Q (114129.780000 sec): 3 clusters
  Score: Raw -17803343.192450 + Penalty 3909.661985 = -17799433.530465
  nChanged 0
		SP:Iteration 159F (114130.650000 sec): 3 clusters
  Score: Raw -17803343.192450 + Penalty 3909.661985 = -17799433.530465
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114130.840000 sec): 2 clusters
  Score: Raw -611957.567594 + Penalty 1417.525082 = -610540.042512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114131.080000 sec): 3 clusters
  Score: Raw -608700.607252 + Penalty 2835.050164 = -605865.557088
  nChanged 2576
		SP:Iteration 1F (114131.330000 sec): 3 clusters
  Score: Raw -610107.510403 + Penalty 2835.050164 = -607272.460238
  nChanged 421
		SP:Iteration 2F (114131.530000 sec): 3 clusters
  Score: Raw -610355.848533 + Penalty 2835.050164 = -607520.798368
  nChanged 380
		SP:Iteration 3F (114131.750000 sec): 3 clusters
  Score: Raw -610586.961789 + Penalty 2835.050164 = -607751.911624
  nChanged 358
		SP:Iteration 4F (114131.980000 sec): 3 clusters
  Score: Raw -610821.575069 + Penalty 2835.050164 = -607986.524905
  nChanged 325
		SP:Iteration 5F (114132.130000 sec): 3 clusters
  Score: Raw -611045.518744 + Penalty 2835.050164 = -608210.468579
  nChanged 327
		SP:Iteration 6F (114132.330000 sec): 3 clusters
  Score: Raw -611312.028603 + Penalty 2835.050164 = -608476.978439
  nChanged 322
		SP:Iteration 7F (114132.530000 sec): 3 clusters
  Score: Raw -611615.141676 + Penalty 2835.050164 = -608780.091511
  nChanged 318
		SP:Iteration 8F (114132.760000 sec): 3 clusters
  Score: Raw -611890.667910 + Penalty 2835.050164 = -609055.617746
  nChanged 264
		SP:Iteration 9Q (114132.950000 sec): 3 clusters
  Score: Raw -612134.850249 + Penalty 2835.050164 = -609299.800085
  nChanged 208
		SP:Iteration 10Q (114133.140000 sec): 3 clusters
  Score: Raw -612326.044695 + Penalty 2835.050164 = -609490.994531
  nChanged 142
		SP:Iteration 11Q (114133.310000 sec): 3 clusters
  Score: Raw -612438.411424 + Penalty 2835.050164 = -609603.361260
  nChanged 97
		SP:Iteration 12Q (114133.510000 sec): 3 clusters
  Score: Raw -612498.176451 + Penalty 2835.050164 = -609663.126286
  nChanged 61
		SP:Iteration 13Q (114133.720000 sec): 3 clusters
  Score: Raw -612532.352759 + Penalty 2835.050164 = -609697.302595
  nChanged 34
		SP:Iteration 14Q (114133.900000 sec): 3 clusters
  Score: Raw -612554.376944 + Penalty 2835.050164 = -609719.326779
  nChanged 29
		SP:Iteration 15Q (114134.090000 sec): 3 clusters
  Score: Raw -612570.253079 + Penalty 2835.050164 = -609735.202915
  nChanged 20
		SP:Iteration 16Q (114134.330000 sec): 3 clusters
  Score: Raw -612581.109350 + Penalty 2835.050164 = -609746.059186
  nChanged 19
		SP:Iteration 17Q (114134.510000 sec): 3 clusters
  Score: Raw -612593.672549 + Penalty 2835.050164 = -609758.622385
  nChanged 18
		SP:Iteration 18Q (114134.700000 sec): 3 clusters
  Score: Raw -612602.678225 + Penalty 2835.050164 = -609767.628061
  nChanged 13
		SP:Iteration 19Q (114134.910000 sec): 3 clusters
  Score: Raw -612612.090690 + Penalty 2835.050164 = -609777.040526
  nChanged 12
		SP:Iteration 20F (114135.130000 sec): 3 clusters
  Score: Raw -612621.264131 + Penalty 2835.050164 = -609786.213966
  nChanged 12
		SP:Iteration 21Q (114135.340000 sec): 3 clusters
  Score: Raw -612629.365178 + Penalty 2835.050164 = -609794.315013
  nChanged 5
		SP:Iteration 22Q (114135.540000 sec): 3 clusters
  Score: Raw -612632.693904 + Penalty 2835.050164 = -609797.643740
  nChanged 6
		SP:Iteration 23Q (114135.720000 sec): 3 clusters
  Score: Raw -612636.030821 + Penalty 2835.050164 = -609800.980657
  nChanged 7
		SP:Iteration 24Q (114135.910000 sec): 3 clusters
  Score: Raw -612638.666035 + Penalty 2835.050164 = -609803.615871
  nChanged 5
		SP:Iteration 25Q (114136.100000 sec): 3 clusters
  Score: Raw -612641.577775 + Penalty 2835.050164 = -609806.527611
  nChanged 2
		SP:Iteration 26Q (114136.290000 sec): 3 clusters
  Score: Raw -612642.825227 + Penalty 2835.050164 = -609807.775063
  nChanged 2
		SP:Iteration 27Q (114136.490000 sec): 3 clusters
  Score: Raw -612644.164659 + Penalty 2835.050164 = -609809.114495
  nChanged 1
		SP:Iteration 28Q (114136.670000 sec): 3 clusters
  Score: Raw -612644.408319 + Penalty 2835.050164 = -609809.358155
  nChanged 0
		SP:Iteration 29F (114136.870000 sec): 3 clusters
  Score: Raw -612644.408319 + Penalty 2835.050164 = -609809.358155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (12199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114137.040000 sec): 2 clusters
  Score: Raw -1217583.269829 + Penalty 1528.980255 = -1216054.289574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114137.230000 sec): 3 clusters
  Score: Raw -1210567.107648 + Penalty 3057.960510 = -1207509.147139
  nChanged 5335
		SP:Iteration 1F (114137.490000 sec): 3 clusters
  Score: Raw -1213499.539076 + Penalty 3057.960510 = -1210441.578567
  nChanged 746
		SP:Iteration 2F (114137.730000 sec): 3 clusters
  Score: Raw -1213833.832697 + Penalty 3057.960510 = -1210775.872187
  nChanged 680
		SP:Iteration 3F (114137.950000 sec): 3 clusters
  Score: Raw -1214172.802606 + Penalty 3057.960510 = -1211114.842096
  nChanged 642
		SP:Iteration 4F (114138.210000 sec): 3 clusters
  Score: Raw -1214518.689847 + Penalty 3057.960510 = -1211460.729337
  nChanged 662
		SP:Iteration 5F (114138.410000 sec): 3 clusters
  Score: Raw -1214895.415064 + Penalty 3057.960510 = -1211837.454555
  nChanged 653
		SP:Iteration 6F (114138.620000 sec): 3 clusters
  Score: Raw -1215305.024844 + Penalty 3057.960510 = -1212247.064334
  nChanged 642
		SP:Iteration 7F (114138.910000 sec): 3 clusters
  Score: Raw -1215736.667272 + Penalty 3057.960510 = -1212678.706762
  nChanged 614
		SP:Iteration 8F (114139.110000 sec): 3 clusters
  Score: Raw -1216182.463488 + Penalty 3057.960510 = -1213124.502978
  nChanged 519
		SP:Iteration 9Q (114139.340000 sec): 3 clusters
  Score: Raw -1216585.353346 + Penalty 3057.960510 = -1213527.392837
  nChanged 427
		SP:Iteration 10Q (114139.530000 sec): 3 clusters
  Score: Raw -1216915.227051 + Penalty 3057.960510 = -1213857.266542
  nChanged 313
		SP:Iteration 11Q (114139.810000 sec): 3 clusters
  Score: Raw -1217145.550719 + Penalty 3057.960510 = -1214087.590209
  nChanged 248
		SP:Iteration 12Q (114140.050000 sec): 3 clusters
  Score: Raw -1217320.284575 + Penalty 3057.960510 = -1214262.324066
  nChanged 182
		SP:Iteration 13Q (114140.320000 sec): 3 clusters
  Score: Raw -1217440.646634 + Penalty 3057.960510 = -1214382.686124
  nChanged 144
		SP:Iteration 14Q (114140.530000 sec): 3 clusters
  Score: Raw -1217531.345410 + Penalty 3057.960510 = -1214473.384900
  nChanged 106
		SP:Iteration 15Q (114140.710000 sec): 3 clusters
  Score: Raw -1217605.879700 + Penalty 3057.960510 = -1214547.919191
  nChanged 79
		SP:Iteration 16Q (114140.930000 sec): 3 clusters
  Score: Raw -1217646.147841 + Penalty 3057.960510 = -1214588.187331
  nChanged 46
		SP:Iteration 17Q (114141.130000 sec): 3 clusters
  Score: Raw -1217676.659398 + Penalty 3057.960510 = -1214618.698889
  nChanged 48
		SP:Iteration 18Q (114141.370000 sec): 3 clusters
  Score: Raw -1217704.215933 + Penalty 3057.960510 = -1214646.255424
  nChanged 25
		SP:Iteration 19Q (114141.580000 sec): 3 clusters
  Score: Raw -1217719.365055 + Penalty 3057.960510 = -1214661.404545
  nChanged 21
		SP:Iteration 20F (114141.880000 sec): 3 clusters
  Score: Raw -1217734.705737 + Penalty 3057.960510 = -1214676.745227
  nChanged 13
		SP:Iteration 21Q (114142.160000 sec): 3 clusters
  Score: Raw -1217744.895605 + Penalty 3057.960510 = -1214686.935095
  nChanged 14
		SP:Iteration 22Q (114142.410000 sec): 3 clusters
  Score: Raw -1217753.063492 + Penalty 3057.960510 = -1214695.102983
  nChanged 8
		SP:Iteration 23Q (114142.690000 sec): 3 clusters
  Score: Raw -1217757.864997 + Penalty 3057.960510 = -1214699.904488
  nChanged 6
		SP:Iteration 24Q (114142.910000 sec): 3 clusters
  Score: Raw -1217760.872254 + Penalty 3057.960510 = -1214702.911745
  nChanged 3
		SP:Iteration 25Q (114143.170000 sec): 3 clusters
  Score: Raw -1217762.743124 + Penalty 3057.960510 = -1214704.782615
  nChanged 3
		SP:Iteration 26Q (114143.450000 sec): 3 clusters
  Score: Raw -1217764.362306 + Penalty 3057.960510 = -1214706.401797
  nChanged 5
		SP:Iteration 27Q (114143.740000 sec): 3 clusters
  Score: Raw -1217767.730736 + Penalty 3057.960510 = -1214709.770226
  nChanged 4
		SP:Iteration 28Q (114144.040000 sec): 3 clusters
  Score: Raw -1217769.790261 + Penalty 3057.960510 = -1214711.829751
  nChanged 7
		SP:Iteration 29Q (114144.320000 sec): 3 clusters
  Score: Raw -1217777.956376 + Penalty 3057.960510 = -1214719.995866
  nChanged 8
		SP:Iteration 30Q (114144.550000 sec): 3 clusters
  Score: Raw -1217786.080934 + Penalty 3057.960510 = -1214728.120424
  nChanged 7
		SP:Iteration 31Q (114144.780000 sec): 3 clusters
  Score: Raw -1217790.592822 + Penalty 3057.960510 = -1214732.632313
  nChanged 4
		SP:Iteration 32Q (114145.070000 sec): 3 clusters
  Score: Raw -1217794.083485 + Penalty 3057.960510 = -1214736.122976
  nChanged 8
		SP:Iteration 33Q (114145.380000 sec): 3 clusters
  Score: Raw -1217798.419985 + Penalty 3057.960510 = -1214740.459476
  nChanged 3
		SP:Iteration 34Q (114145.630000 sec): 3 clusters
  Score: Raw -1217799.520554 + Penalty 3057.960510 = -1214741.560045
  nChanged 3
		SP:Iteration 35Q (114145.870000 sec): 3 clusters
  Score: Raw -1217801.293312 + Penalty 3057.960510 = -1214743.332802
  nChanged 1
		SP:Iteration 36Q (114146.100000 sec): 3 clusters
  Score: Raw -1217801.815042 + Penalty 3057.960510 = -1214743.854533
  nChanged 0
		SP:Iteration 37F (114146.380000 sec): 3 clusters
  Score: Raw -1217801.815042 + Penalty 3057.960510 = -1214743.854533
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114146.470000 sec): 2 clusters
  Score: Raw -144074.046440 + Penalty 1167.502237 = -142906.544203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114146.710000 sec): 3 clusters
  Score: Raw -143586.022280 + Penalty 2335.004475 = -141251.017805
  nChanged 422
		SP:Iteration 1F (114146.850000 sec): 3 clusters
  Score: Raw -143882.506993 + Penalty 2335.004475 = -141547.502519
  nChanged 101
		SP:Iteration 2F (114147.110000 sec): 3 clusters
  Score: Raw -143957.503635 + Penalty 2335.004475 = -141622.499161
  nChanged 51
		SP:Iteration 3Q (114147.290000 sec): 3 clusters
  Score: Raw -144000.868524 + Penalty 2335.004475 = -141665.864050
  nChanged 38
		SP:Iteration 4Q (114147.450000 sec): 3 clusters
  Score: Raw -144031.829735 + Penalty 2335.004475 = -141696.825260
  nChanged 27
		SP:Iteration 5Q (114147.690000 sec): 3 clusters
  Score: Raw -144049.757879 + Penalty 2335.004475 = -141714.753404
  nChanged 22
		SP:Iteration 6Q (114147.850000 sec): 3 clusters
  Score: Raw -144063.468447 + Penalty 2335.004475 = -141728.463973
  nChanged 11
		SP:Iteration 7Q (114148.050000 sec): 3 clusters
  Score: Raw -144068.831119 + Penalty 2335.004475 = -141733.826645
  nChanged 7
		SP:Iteration 8Q (114148.230000 sec): 3 clusters
  Score: Raw -144071.761235 + Penalty 2335.004475 = -141736.756760
  nChanged 2
		SP:Iteration 9Q (114148.400000 sec): 3 clusters
  Score: Raw -144073.416460 + Penalty 2335.004475 = -141738.411985
  nChanged 2
		SP:Iteration 10Q (114148.570000 sec): 3 clusters
  Score: Raw -144074.908110 + Penalty 2335.004475 = -141739.903635
  nChanged 2
		SP:Iteration 11Q (114148.770000 sec): 3 clusters
  Score: Raw -144077.039807 + Penalty 2335.004475 = -141742.035333
  nChanged 4
		SP:Iteration 12Q (114149.000000 sec): 3 clusters
  Score: Raw -144079.235726 + Penalty 2335.004475 = -141744.231251
  nChanged 3
		SP:Iteration 13Q (114149.200000 sec): 3 clusters
  Score: Raw -144080.394852 + Penalty 2335.004475 = -141745.390378
  nChanged 3
		SP:Iteration 14Q (114149.410000 sec): 3 clusters
  Score: Raw -144081.293558 + Penalty 2335.004475 = -141746.289083
  nChanged 0
		SP:Iteration 15F (114149.600000 sec): 3 clusters
  Score: Raw -144081.293558 + Penalty 2335.004475 = -141746.289083
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114150.270000 sec): 2 clusters
  Score: Raw -11788234.307736 + Penalty 1892.555333 = -11786341.752403
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114150.970000 sec): 3 clusters
  Score: Raw -11713615.959348 + Penalty 3785.110666 = -11709830.848682
  nChanged 54916
		SP:Iteration 1F (114151.660000 sec): 3 clusters
  Score: Raw -11745534.431967 + Penalty 3785.110666 = -11741749.321301
  nChanged 4081
		SP:Iteration 2Q (114152.390000 sec): 3 clusters
  Score: Raw -11746758.156734 + Penalty 3785.110666 = -11742973.046068
  nChanged 4784
		SP:Iteration 3Q (114153.130000 sec): 3 clusters
  Score: Raw -11748582.680466 + Penalty 3785.110666 = -11744797.569800
  nChanged 5769
		SP:Iteration 4F (114153.860000 sec): 3 clusters
  Score: Raw -11751432.758037 + Penalty 3785.110666 = -11747647.647371
  nChanged 6910
		SP:Iteration 5F (114154.570000 sec): 3 clusters
  Score: Raw -11755744.854648 + Penalty 3785.110666 = -11751959.743982
  nChanged 7875
		SP:Iteration 6F (114155.270000 sec): 3 clusters
  Score: Raw -11761507.735934 + Penalty 3785.110666 = -11757722.625268
  nChanged 7860
		SP:Iteration 7F (114155.950000 sec): 3 clusters
  Score: Raw -11767891.897410 + Penalty 3785.110666 = -11764106.786744
  nChanged 6820
		SP:Iteration 8F (114156.620000 sec): 3 clusters
  Score: Raw -11773584.217078 + Penalty 3785.110666 = -11769799.106412
  nChanged 5308
		SP:Iteration 9Q (114157.310000 sec): 3 clusters
  Score: Raw -11777945.510013 + Penalty 3785.110666 = -11774160.399347
  nChanged 3855
		SP:Iteration 10Q (114157.980000 sec): 3 clusters
  Score: Raw -11780910.080988 + Penalty 3785.110666 = -11777124.970322
  nChanged 2817
		SP:Iteration 11Q (114158.690000 sec): 3 clusters
  Score: Raw -11782868.418521 + Penalty 3785.110666 = -11779083.307855
  nChanged 2158
		SP:Iteration 12Q (114159.370000 sec): 3 clusters
  Score: Raw -11784297.009532 + Penalty 3785.110666 = -11780511.898866
  nChanged 1726
		SP:Iteration 13Q (114160.030000 sec): 3 clusters
  Score: Raw -11785395.332391 + Penalty 3785.110666 = -11781610.221725
  nChanged 1423
		SP:Iteration 14Q (114160.610000 sec): 3 clusters
  Score: Raw -11786313.690327 + Penalty 3785.110666 = -11782528.579661
  nChanged 1130
		SP:Iteration 15Q (114161.230000 sec): 3 clusters
  Score: Raw -11787032.061703 + Penalty 3785.110666 = -11783246.951037
  nChanged 863
		SP:Iteration 16Q (114161.870000 sec): 3 clusters
  Score: Raw -11787561.272492 + Penalty 3785.110666 = -11783776.161826
  nChanged 594
		SP:Iteration 17Q (114162.500000 sec): 3 clusters
  Score: Raw -11787886.438319 + Penalty 3785.110666 = -11784101.327653
  nChanged 435
		SP:Iteration 18Q (114163.050000 sec): 3 clusters
  Score: Raw -11788120.132145 + Penalty 3785.110666 = -11784335.021479
  nChanged 302
		SP:Iteration 19Q (114163.630000 sec): 3 clusters
  Score: Raw -11788259.281628 + Penalty 3785.110666 = -11784474.170962
  nChanged 236
		SP:Iteration 20F (114164.190000 sec): 3 clusters
  Score: Raw -11788363.176213 + Penalty 3785.110666 = -11784578.065547
  nChanged 191
		SP:Iteration 21Q (114164.730000 sec): 3 clusters
  Score: Raw -11788456.109691 + Penalty 3785.110666 = -11784670.999025
  nChanged 157
		SP:Iteration 22Q (114165.310000 sec): 3 clusters
  Score: Raw -11788534.790517 + Penalty 3785.110666 = -11784749.679851
  nChanged 113
		SP:Iteration 23Q (114165.880000 sec): 3 clusters
  Score: Raw -11788583.671622 + Penalty 3785.110666 = -11784798.560956
  nChanged 92
		SP:Iteration 24Q (114166.450000 sec): 3 clusters
  Score: Raw -11788619.800102 + Penalty 3785.110666 = -11784834.689436
  nChanged 79
		SP:Iteration 25Q (114167.070000 sec): 3 clusters
  Score: Raw -11788652.377220 + Penalty 3785.110666 = -11784867.266554
  nChanged 63
		SP:Iteration 26Q (114167.640000 sec): 3 clusters
  Score: Raw -11788677.507491 + Penalty 3785.110666 = -11784892.396825
  nChanged 45
		SP:Iteration 27Q (114168.230000 sec): 3 clusters
  Score: Raw -11788696.606938 + Penalty 3785.110666 = -11784911.496272
  nChanged 43
		SP:Iteration 28Q (114168.820000 sec): 3 clusters
  Score: Raw -11788711.284032 + Penalty 3785.110666 = -11784926.173366
  nChanged 30
		SP:Iteration 29Q (114169.420000 sec): 3 clusters
  Score: Raw -11788724.383311 + Penalty 3785.110666 = -11784939.272645
  nChanged 31
		SP:Iteration 30Q (114170.030000 sec): 3 clusters
  Score: Raw -11788737.226286 + Penalty 3785.110666 = -11784952.115620
  nChanged 27
		SP:Iteration 31Q (114170.600000 sec): 3 clusters
  Score: Raw -11788746.601248 + Penalty 3785.110666 = -11784961.490582
  nChanged 17
		SP:Iteration 32Q (114171.220000 sec): 3 clusters
  Score: Raw -11788752.602923 + Penalty 3785.110666 = -11784967.492257
  nChanged 15
		SP:Iteration 33Q (114171.860000 sec): 3 clusters
  Score: Raw -11788758.412538 + Penalty 3785.110666 = -11784973.301872
  nChanged 15
		SP:Iteration 34Q (114172.440000 sec): 3 clusters
  Score: Raw -11788763.081942 + Penalty 3785.110666 = -11784977.971276
  nChanged 14
		SP:Iteration 35Q (114173.070000 sec): 3 clusters
  Score: Raw -11788767.899038 + Penalty 3785.110666 = -11784982.788372
  nChanged 12
		SP:Iteration 36Q (114173.650000 sec): 3 clusters
  Score: Raw -11788771.857780 + Penalty 3785.110666 = -11784986.747114
  nChanged 8
		SP:Iteration 37Q (114174.270000 sec): 3 clusters
  Score: Raw -11788773.767944 + Penalty 3785.110666 = -11784988.657278
  nChanged 4
		SP:Iteration 38Q (114174.820000 sec): 3 clusters
  Score: Raw -11788774.727460 + Penalty 3785.110666 = -11784989.616794
  nChanged 3
		SP:Iteration 39Q (114175.440000 sec): 3 clusters
  Score: Raw -11788775.681066 + Penalty 3785.110666 = -11784990.570400
  nChanged 3
		SP:Iteration 40F (114176.150000 sec): 3 clusters
  Score: Raw -11788776.439542 + Penalty 3785.110666 = -11784991.328876
  nChanged 5
		SP:Iteration 41Q (114176.800000 sec): 3 clusters
  Score: Raw -11788777.282093 + Penalty 3785.110666 = -11784992.171427
  nChanged 1
		SP:Iteration 42Q (114177.370000 sec): 3 clusters
  Score: Raw -11788777.427538 + Penalty 3785.110666 = -11784992.316872
  nChanged 1
		SP:Iteration 43Q (114177.940000 sec): 3 clusters
  Score: Raw -11788777.618236 + Penalty 3785.110666 = -11784992.507570
  nChanged 0
		SP:Iteration 44F (114178.710000 sec): 3 clusters
  Score: Raw -11788777.618236 + Penalty 3785.110666 = -11784992.507570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114178.880000 sec): 2 clusters
  Score: Raw -292746.606329 + Penalty 1299.018101 = -291447.588227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114179.080000 sec): 3 clusters
  Score: Raw -291371.128959 + Penalty 2598.036203 = -288773.092756
  nChanged 1101
		SP:Iteration 1F (114179.340000 sec): 3 clusters
  Score: Raw -292030.236050 + Penalty 2598.036203 = -289432.199847
  nChanged 233
		SP:Iteration 2F (114179.460000 sec): 3 clusters
  Score: Raw -292202.836153 + Penalty 2598.036203 = -289604.799950
  nChanged 184
		SP:Iteration 3F (114179.750000 sec): 3 clusters
  Score: Raw -292355.834858 + Penalty 2598.036203 = -289757.798655
  nChanged 160
		SP:Iteration 4F (114179.990000 sec): 3 clusters
  Score: Raw -292471.652997 + Penalty 2598.036203 = -289873.616794
  nChanged 140
		SP:Iteration 5Q (114180.200000 sec): 3 clusters
  Score: Raw -292573.268394 + Penalty 2598.036203 = -289975.232191
  nChanged 116
		SP:Iteration 6Q (114180.400000 sec): 3 clusters
  Score: Raw -292674.820295 + Penalty 2598.036203 = -290076.784092
  nChanged 113
		SP:Iteration 7Q (114180.690000 sec): 3 clusters
  Score: Raw -292757.778669 + Penalty 2598.036203 = -290159.742466
  nChanged 87
		SP:Iteration 8Q (114180.930000 sec): 3 clusters
  Score: Raw -292810.736021 + Penalty 2598.036203 = -290212.699818
  nChanged 76
		SP:Iteration 9Q (114181.120000 sec): 3 clusters
  Score: Raw -292848.588268 + Penalty 2598.036203 = -290250.552065
  nChanged 48
		SP:Iteration 10Q (114181.340000 sec): 3 clusters
  Score: Raw -292870.545256 + Penalty 2598.036203 = -290272.509053
  nChanged 34
		SP:Iteration 11Q (114181.510000 sec): 3 clusters
  Score: Raw -292881.878571 + Penalty 2598.036203 = -290283.842368
  nChanged 25
		SP:Iteration 12Q (114181.730000 sec): 3 clusters
  Score: Raw -292892.883669 + Penalty 2598.036203 = -290294.847466
  nChanged 20
		SP:Iteration 13Q (114181.950000 sec): 3 clusters
  Score: Raw -292899.968574 + Penalty 2598.036203 = -290301.932371
  nChanged 12
		SP:Iteration 14Q (114182.150000 sec): 3 clusters
  Score: Raw -292904.161589 + Penalty 2598.036203 = -290306.125386
  nChanged 16
		SP:Iteration 15Q (114182.370000 sec): 3 clusters
  Score: Raw -292914.347301 + Penalty 2598.036203 = -290316.311098
  nChanged 24
		SP:Iteration 16Q (114182.570000 sec): 3 clusters
  Score: Raw -292925.094933 + Penalty 2598.036203 = -290327.058730
  nChanged 20
		SP:Iteration 17Q (114182.790000 sec): 3 clusters
  Score: Raw -292934.490298 + Penalty 2598.036203 = -290336.454095
  nChanged 19
		SP:Iteration 18Q (114183.020000 sec): 3 clusters
  Score: Raw -292940.312618 + Penalty 2598.036203 = -290342.276416
  nChanged 9
		SP:Iteration 19Q (114183.290000 sec): 3 clusters
  Score: Raw -292943.494401 + Penalty 2598.036203 = -290345.458198
  nChanged 9
		SP:Iteration 20F (114183.500000 sec): 3 clusters
  Score: Raw -292946.643960 + Penalty 2598.036203 = -290348.607757
  nChanged 8
		SP:Iteration 21Q (114183.660000 sec): 3 clusters
  Score: Raw -292949.662920 + Penalty 2598.036203 = -290351.626717
  nChanged 7
		SP:Iteration 22Q (114183.880000 sec): 3 clusters
  Score: Raw -292951.437098 + Penalty 2598.036203 = -290353.400895
  nChanged 3
		SP:Iteration 23Q (114184.080000 sec): 3 clusters
  Score: Raw -292952.863200 + Penalty 2598.036203 = -290354.826997
  nChanged 4
		SP:Iteration 24Q (114184.280000 sec): 3 clusters
  Score: Raw -292954.152059 + Penalty 2598.036203 = -290356.115856
  nChanged 6
		SP:Iteration 25Q (114184.470000 sec): 3 clusters
  Score: Raw -292955.416909 + Penalty 2598.036203 = -290357.380706
  nChanged 4
		SP:Iteration 26Q (114184.700000 sec): 3 clusters
  Score: Raw -292956.124074 + Penalty 2598.036203 = -290358.087871
  nChanged 0
		SP:Iteration 27F (114184.920000 sec): 3 clusters
  Score: Raw -292956.124074 + Penalty 2598.036203 = -290358.087871
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114185.000000 sec): 2 clusters
  Score: Raw -200745.753631 + Penalty 1237.085042 = -199508.668588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114185.170000 sec): 3 clusters
  Score: Raw -199890.084203 + Penalty 2474.170085 = -197415.914118
  nChanged 728
		SP:Iteration 1F (114185.360000 sec): 3 clusters
  Score: Raw -200461.396684 + Penalty 2474.170085 = -197987.226600
  nChanged 198
		SP:Iteration 2F (114185.570000 sec): 3 clusters
  Score: Raw -200686.004869 + Penalty 2474.170085 = -198211.834784
  nChanged 138
		SP:Iteration 3F (114185.780000 sec): 3 clusters
  Score: Raw -200837.729602 + Penalty 2474.170085 = -198363.559517
  nChanged 108
		SP:Iteration 4F (114185.940000 sec): 3 clusters
  Score: Raw -200956.075718 + Penalty 2474.170085 = -198481.905633
  nChanged 76
		SP:Iteration 5Q (114186.120000 sec): 3 clusters
  Score: Raw -201020.887033 + Penalty 2474.170085 = -198546.716948
  nChanged 52
		SP:Iteration 6Q (114186.290000 sec): 3 clusters
  Score: Raw -201062.308746 + Penalty 2474.170085 = -198588.138662
  nChanged 42
		SP:Iteration 7Q (114186.520000 sec): 3 clusters
  Score: Raw -201092.096841 + Penalty 2474.170085 = -198617.926756
  nChanged 33
		SP:Iteration 8Q (114186.680000 sec): 3 clusters
  Score: Raw -201117.353951 + Penalty 2474.170085 = -198643.183866
  nChanged 22
		SP:Iteration 9Q (114186.860000 sec): 3 clusters
  Score: Raw -201128.974175 + Penalty 2474.170085 = -198654.804090
  nChanged 31
		SP:Iteration 10Q (114187.040000 sec): 3 clusters
  Score: Raw -201143.274639 + Penalty 2474.170085 = -198669.104554
  nChanged 13
		SP:Iteration 11Q (114187.190000 sec): 3 clusters
  Score: Raw -201152.058871 + Penalty 2474.170085 = -198677.888786
  nChanged 16
		SP:Iteration 12Q (114187.430000 sec): 3 clusters
  Score: Raw -201162.639977 + Penalty 2474.170085 = -198688.469892
  nChanged 17
		SP:Iteration 13Q (114187.570000 sec): 3 clusters
  Score: Raw -201173.916846 + Penalty 2474.170085 = -198699.746761
  nChanged 24
		SP:Iteration 14Q (114187.770000 sec): 3 clusters
  Score: Raw -201185.891130 + Penalty 2474.170085 = -198711.721045
  nChanged 15
		SP:Iteration 15Q (114187.930000 sec): 3 clusters
  Score: Raw -201191.786375 + Penalty 2474.170085 = -198717.616290
  nChanged 5
		SP:Iteration 16Q (114188.140000 sec): 3 clusters
  Score: Raw -201194.657879 + Penalty 2474.170085 = -198720.487794
  nChanged 4
		SP:Iteration 17Q (114188.300000 sec): 3 clusters
  Score: Raw -201197.048125 + Penalty 2474.170085 = -198722.878040
  nChanged 4
		SP:Iteration 18Q (114188.510000 sec): 3 clusters
  Score: Raw -201198.356666 + Penalty 2474.170085 = -198724.186582
  nChanged 3
		SP:Iteration 19Q (114188.700000 sec): 3 clusters
  Score: Raw -201198.732934 + Penalty 2474.170085 = -198724.562850
  nChanged 1
		SP:Iteration 20F (114188.900000 sec): 3 clusters
  Score: Raw -201198.848827 + Penalty 2474.170085 = -198724.678742
  nChanged 1
		SP:Iteration 21Q (114189.080000 sec): 3 clusters
  Score: Raw -201199.096389 + Penalty 2474.170085 = -198724.926304
  nChanged 1
		SP:Iteration 22Q (114189.280000 sec): 3 clusters
  Score: Raw -201199.357578 + Penalty 2474.170085 = -198725.187493
  nChanged 0
		SP:Iteration 23F (114189.440000 sec): 3 clusters
  Score: Raw -201199.357578 + Penalty 2474.170085 = -198725.187493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114189.570000 sec): 2 clusters
  Score: Raw -848520.842961 + Penalty 1460.723886 = -847060.119076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114189.810000 sec): 3 clusters
  Score: Raw -844084.828001 + Penalty 2921.447771 = -841163.380229
  nChanged 3452
		SP:Iteration 1F (114190.020000 sec): 3 clusters
  Score: Raw -845859.775384 + Penalty 2921.447771 = -842938.327613
  nChanged 563
		SP:Iteration 2F (114190.230000 sec): 3 clusters
  Score: Raw -846173.778583 + Penalty 2921.447771 = -843252.330812
  nChanged 555
		SP:Iteration 3F (114190.470000 sec): 3 clusters
  Score: Raw -846560.602525 + Penalty 2921.447771 = -843639.154753
  nChanged 616
		SP:Iteration 4F (114190.690000 sec): 3 clusters
  Score: Raw -847130.853388 + Penalty 2921.447771 = -844209.405616
  nChanged 658
		SP:Iteration 5F (114190.920000 sec): 3 clusters
  Score: Raw -847698.711648 + Penalty 2921.447771 = -844777.263877
  nChanged 524
		SP:Iteration 6F (114191.160000 sec): 3 clusters
  Score: Raw -848117.702677 + Penalty 2921.447771 = -845196.254906
  nChanged 406
		SP:Iteration 7F (114191.400000 sec): 3 clusters
  Score: Raw -848389.622903 + Penalty 2921.447771 = -845468.175132
  nChanged 281
		SP:Iteration 8Q (114191.640000 sec): 3 clusters
  Score: Raw -848528.900405 + Penalty 2921.447771 = -845607.452633
  nChanged 188
		SP:Iteration 9Q (114191.850000 sec): 3 clusters
  Score: Raw -848608.803259 + Penalty 2921.447771 = -845687.355488
  nChanged 123
		SP:Iteration 10Q (114192.080000 sec): 3 clusters
  Score: Raw -848644.022070 + Penalty 2921.447771 = -845722.574299
  nChanged 85
		SP:Iteration 11Q (114192.320000 sec): 3 clusters
  Score: Raw -848663.867359 + Penalty 2921.447771 = -845742.419588
  nChanged 55
		SP:Iteration 12Q (114192.500000 sec): 3 clusters
  Score: Raw -848675.725383 + Penalty 2921.447771 = -845754.277612
  nChanged 42
		SP:Iteration 13Q (114192.720000 sec): 3 clusters
  Score: Raw -848683.415555 + Penalty 2921.447771 = -845761.967784
  nChanged 24
		SP:Iteration 14Q (114192.920000 sec): 3 clusters
  Score: Raw -848687.524754 + Penalty 2921.447771 = -845766.076983
  nChanged 20
		SP:Iteration 15Q (114193.120000 sec): 3 clusters
  Score: Raw -848690.767352 + Penalty 2921.447771 = -845769.319580
  nChanged 12
		SP:Iteration 16Q (114193.390000 sec): 3 clusters
  Score: Raw -848692.308642 + Penalty 2921.447771 = -845770.860871
  nChanged 7
		SP:Iteration 17Q (114193.610000 sec): 3 clusters
  Score: Raw -848693.140164 + Penalty 2921.447771 = -845771.692392
  nChanged 3
		SP:Iteration 18Q (114193.850000 sec): 3 clusters
  Score: Raw -848693.436273 + Penalty 2921.447771 = -845771.988502
  nChanged 2
		SP:Iteration 19Q (114194.070000 sec): 3 clusters
  Score: Raw -848693.831111 + Penalty 2921.447771 = -845772.383340
  nChanged 1
		SP:Iteration 20F (114194.300000 sec): 3 clusters
  Score: Raw -848693.901806 + Penalty 2921.447771 = -845772.454035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (39528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114194.580000 sec): 2 clusters
  Score: Raw -4337911.994913 + Penalty 1720.024241 = -4336191.970672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114194.960000 sec): 3 clusters
  Score: Raw -4313200.696107 + Penalty 3440.048482 = -4309760.647625
  nChanged 18351
		SP:Iteration 1F (114195.340000 sec): 3 clusters
  Score: Raw -4323356.771266 + Penalty 3440.048482 = -4319916.722784
  nChanged 1455
		SP:Iteration 2Q (114195.690000 sec): 3 clusters
  Score: Raw -4323755.875402 + Penalty 3440.048482 = -4320315.826919
  nChanged 1429
		SP:Iteration 3Q (114196.040000 sec): 3 clusters
  Score: Raw -4324206.396662 + Penalty 3440.048482 = -4320766.348180
  nChanged 1595
		SP:Iteration 4Q (114196.460000 sec): 3 clusters
  Score: Raw -4324842.016886 + Penalty 3440.048482 = -4321401.968403
  nChanged 1882
		SP:Iteration 5Q (114196.840000 sec): 3 clusters
  Score: Raw -4325772.611776 + Penalty 3440.048482 = -4322332.563294
  nChanged 2174
		SP:Iteration 6F (114197.200000 sec): 3 clusters
  Score: Raw -4327136.363872 + Penalty 3440.048482 = -4323696.315390
  nChanged 2456
		SP:Iteration 7F (114197.580000 sec): 3 clusters
  Score: Raw -4329021.687607 + Penalty 3440.048482 = -4325581.639125
  nChanged 2591
		SP:Iteration 8F (114197.960000 sec): 3 clusters
  Score: Raw -4331325.462328 + Penalty 3440.048482 = -4327885.413846
  nChanged 2327
		SP:Iteration 9F (114198.280000 sec): 3 clusters
  Score: Raw -4333591.626061 + Penalty 3440.048482 = -4330151.577579
  nChanged 1777
		SP:Iteration 10Q (114198.700000 sec): 3 clusters
  Score: Raw -4335394.725883 + Penalty 3440.048482 = -4331954.677401
  nChanged 1108
		SP:Iteration 11Q (114199.040000 sec): 3 clusters
  Score: Raw -4336511.195065 + Penalty 3440.048482 = -4333071.146583
  nChanged 746
		SP:Iteration 12Q (114199.390000 sec): 3 clusters
  Score: Raw -4337044.148763 + Penalty 3440.048482 = -4333604.100281
  nChanged 494
		SP:Iteration 13Q (114199.730000 sec): 3 clusters
  Score: Raw -4337308.822022 + Penalty 3440.048482 = -4333868.773540
  nChanged 344
		SP:Iteration 14Q (114200.150000 sec): 3 clusters
  Score: Raw -4337462.488476 + Penalty 3440.048482 = -4334022.439994
  nChanged 238
		SP:Iteration 15Q (114200.500000 sec): 3 clusters
  Score: Raw -4337556.619729 + Penalty 3440.048482 = -4334116.571247
  nChanged 211
		SP:Iteration 16Q (114200.890000 sec): 3 clusters
  Score: Raw -4337630.294706 + Penalty 3440.048482 = -4334190.246224
  nChanged 165
		SP:Iteration 17Q (114201.260000 sec): 3 clusters
  Score: Raw -4337680.449708 + Penalty 3440.048482 = -4334240.401226
  nChanged 119
		SP:Iteration 18Q (114201.650000 sec): 3 clusters
  Score: Raw -4337716.987779 + Penalty 3440.048482 = -4334276.939297
  nChanged 115
		SP:Iteration 19Q (114202.030000 sec): 3 clusters
  Score: Raw -4337752.277274 + Penalty 3440.048482 = -4334312.228792
  nChanged 105
		SP:Iteration 20F (114202.400000 sec): 3 clusters
  Score: Raw -4337783.243127 + Penalty 3440.048482 = -4334343.194645
  nChanged 106
		SP:Iteration 21Q (114202.720000 sec): 3 clusters
  Score: Raw -4337816.759661 + Penalty 3440.048482 = -4334376.711179
  nChanged 95
		SP:Iteration 22Q (114203.120000 sec): 3 clusters
  Score: Raw -4337846.319566 + Penalty 3440.048482 = -4334406.271084
  nChanged 74
		SP:Iteration 23Q (114203.510000 sec): 3 clusters
  Score: Raw -4337871.305904 + Penalty 3440.048482 = -4334431.257422
  nChanged 80
		SP:Iteration 24Q (114203.930000 sec): 3 clusters
  Score: Raw -4337898.744686 + Penalty 3440.048482 = -4334458.696204
  nChanged 63
		SP:Iteration 25Q (114204.280000 sec): 3 clusters
  Score: Raw -4337918.971640 + Penalty 3440.048482 = -4334478.923158
  nChanged 57
		SP:Iteration 26Q (114204.650000 sec): 3 clusters
  Score: Raw -4337934.106606 + Penalty 3440.048482 = -4334494.058124
  nChanged 44
		SP:Iteration 27Q (114205.020000 sec): 3 clusters
  Score: Raw -4337944.732972 + Penalty 3440.048482 = -4334504.684490
  nChanged 44
		SP:Iteration 28Q (114205.380000 sec): 3 clusters
  Score: Raw -4337956.861158 + Penalty 3440.048482 = -4334516.812676
  nChanged 36
		SP:Iteration 29Q (114205.790000 sec): 3 clusters
  Score: Raw -4337965.115863 + Penalty 3440.048482 = -4334525.067381
  nChanged 24
		SP:Iteration 30Q (114206.160000 sec): 3 clusters
  Score: Raw -4337970.714752 + Penalty 3440.048482 = -4334530.666270
  nChanged 30
		SP:Iteration 31Q (114206.510000 sec): 3 clusters
  Score: Raw -4337980.364717 + Penalty 3440.048482 = -4334540.316235
  nChanged 40
		SP:Iteration 32Q (114206.910000 sec): 3 clusters
  Score: Raw -4337993.393564 + Penalty 3440.048482 = -4334553.345082
  nChanged 40
		SP:Iteration 33Q (114207.220000 sec): 3 clusters
  Score: Raw -4338007.194250 + Penalty 3440.048482 = -4334567.145768
  nChanged 37
		SP:Iteration 34Q (114207.570000 sec): 3 clusters
  Score: Raw -4338017.111189 + Penalty 3440.048482 = -4334577.062707
  nChanged 36
		SP:Iteration 35Q (114207.930000 sec): 3 clusters
  Score: Raw -4338029.841139 + Penalty 3440.048482 = -4334589.792657
  nChanged 36
		SP:Iteration 36Q (114208.260000 sec): 3 clusters
  Score: Raw -4338042.197086 + Penalty 3440.048482 = -4334602.148603
  nChanged 24
		SP:Iteration 37Q (114208.640000 sec): 3 clusters
  Score: Raw -4338052.041502 + Penalty 3440.048482 = -4334611.993020
  nChanged 30
		SP:Iteration 38Q (114208.980000 sec): 3 clusters
  Score: Raw -4338060.123862 + Penalty 3440.048482 = -4334620.075380
  nChanged 26
		SP:Iteration 39Q (114209.330000 sec): 3 clusters
  Score: Raw -4338068.716888 + Penalty 3440.048482 = -4334628.668406
  nChanged 26
		SP:Iteration 40F (114209.680000 sec): 3 clusters
  Score: Raw -4338076.423246 + Penalty 3440.048482 = -4334636.374764
  nChanged 14
		SP:Iteration 41Q (114210.020000 sec): 3 clusters
  Score: Raw -4338080.096823 + Penalty 3440.048482 = -4334640.048341
  nChanged 17
		SP:Iteration 42Q (114210.350000 sec): 3 clusters
  Score: Raw -4338085.953473 + Penalty 3440.048482 = -4334645.904991
  nChanged 16
		SP:Iteration 43Q (114210.660000 sec): 3 clusters
  Score: Raw -4338089.909683 + Penalty 3440.048482 = -4334649.861201
  nChanged 12
		SP:Iteration 44Q (114211.000000 sec): 3 clusters
  Score: Raw -4338093.819699 + Penalty 3440.048482 = -4334653.771217
  nChanged 15
		SP:Iteration 45Q (114211.330000 sec): 3 clusters
  Score: Raw -4338098.379850 + Penalty 3440.048482 = -4334658.331368
  nChanged 17
		SP:Iteration 46Q (114211.700000 sec): 3 clusters
  Score: Raw -4338105.015079 + Penalty 3440.048482 = -4334664.966597
  nChanged 20
		SP:Iteration 47Q (114212.100000 sec): 3 clusters
  Score: Raw -4338110.362571 + Penalty 3440.048482 = -4334670.314088
  nChanged 12
		SP:Iteration 48Q (114212.470000 sec): 3 clusters
  Score: Raw -4338114.159849 + Penalty 3440.048482 = -4334674.111367
  nChanged 12
		SP:Iteration 49Q (114212.800000 sec): 3 clusters
  Score: Raw -4338117.711004 + Penalty 3440.048482 = -4334677.662521
  nChanged 11
		SP:Iteration 50Q (114213.130000 sec): 3 clusters
  Score: Raw -4338121.473954 + Penalty 3440.048482 = -4334681.425472
  nChanged 10
		SP:Iteration 51Q (114213.490000 sec): 3 clusters
  Score: Raw -4338124.976409 + Penalty 3440.048482 = -4334684.927927
  nChanged 13
		SP:Iteration 52Q (114213.790000 sec): 3 clusters
  Score: Raw -4338129.752198 + Penalty 3440.048482 = -4334689.703716
  nChanged 9
		SP:Iteration 53Q (114214.140000 sec): 3 clusters
  Score: Raw -4338132.525084 + Penalty 3440.048482 = -4334692.476602
  nChanged 10
		SP:Iteration 54Q (114214.440000 sec): 3 clusters
  Score: Raw -4338136.611690 + Penalty 3440.048482 = -4334696.563207
  nChanged 18
		SP:Iteration 55Q (114214.810000 sec): 3 clusters
  Score: Raw -4338142.855056 + Penalty 3440.048482 = -4334702.806574
  nChanged 17
		SP:Iteration 56Q (114215.120000 sec): 3 clusters
  Score: Raw -4338149.011391 + Penalty 3440.048482 = -4334708.962909
  nChanged 15
		SP:Iteration 57Q (114215.430000 sec): 3 clusters
  Score: Raw -4338153.652726 + Penalty 3440.048482 = -4334713.604244
  nChanged 11
		SP:Iteration 58Q (114215.790000 sec): 3 clusters
  Score: Raw -4338158.963861 + Penalty 3440.048482 = -4334718.915379
  nChanged 10
		SP:Iteration 59Q (114216.080000 sec): 3 clusters
  Score: Raw -4338163.876435 + Penalty 3440.048482 = -4334723.827953
  nChanged 13
		SP:Iteration 60F (114216.480000 sec): 3 clusters
  Score: Raw -4338169.739294 + Penalty 3440.048482 = -4334729.690812
  nChanged 12
		SP:Iteration 61Q (114216.820000 sec): 3 clusters
  Score: Raw -4338172.292736 + Penalty 3440.048482 = -4334732.244254
  nChanged 3
		SP:Iteration 62Q (114217.230000 sec): 3 clusters
  Score: Raw -4338173.788540 + Penalty 3440.048482 = -4334733.740058
  nChanged 5
		SP:Iteration 63Q (114217.580000 sec): 3 clusters
  Score: Raw -4338175.721927 + Penalty 3440.048482 = -4334735.673444
  nChanged 7
		SP:Iteration 64Q (114217.860000 sec): 3 clusters
  Score: Raw -4338177.727890 + Penalty 3440.048482 = -4334737.679408
  nChanged 7
		SP:Iteration 65Q (114218.260000 sec): 3 clusters
  Score: Raw -4338179.802235 + Penalty 3440.048482 = -4334739.753753
  nChanged 5
		SP:Iteration 66Q (114218.580000 sec): 3 clusters
  Score: Raw -4338181.220194 + Penalty 3440.048482 = -4334741.171712
  nChanged 5
		SP:Iteration 67Q (114218.920000 sec): 3 clusters
  Score: Raw -4338183.093181 + Penalty 3440.048482 = -4334743.044699
  nChanged 9
		SP:Iteration 68Q (114219.270000 sec): 3 clusters
  Score: Raw -4338187.367806 + Penalty 3440.048482 = -4334747.319324
  nChanged 5
		SP:Iteration 69Q (114219.640000 sec): 3 clusters
  Score: Raw -4338188.827669 + Penalty 3440.048482 = -4334748.779186
  nChanged 1
		SP:Iteration 70Q (114220.020000 sec): 3 clusters
  Score: Raw -4338189.230130 + Penalty 3440.048482 = -4334749.181648
  nChanged 1
		SP:Iteration 71Q (114220.340000 sec): 3 clusters
  Score: Raw -4338189.629977 + Penalty 3440.048482 = -4334749.581494
  nChanged 1
		SP:Iteration 72Q (114220.690000 sec): 3 clusters
  Score: Raw -4338189.874251 + Penalty 3440.048482 = -4334749.825769
  nChanged 1
		SP:Iteration 73Q (114221.010000 sec): 3 clusters
  Score: Raw -4338190.175357 + Penalty 3440.048482 = -4334750.126875
  nChanged 1
		SP:Iteration 74Q (114221.400000 sec): 3 clusters
  Score: Raw -4338190.874986 + Penalty 3440.048482 = -4334750.826504
  nChanged 2
		SP:Iteration 75Q (114221.710000 sec): 3 clusters
  Score: Raw -4338191.168744 + Penalty 3440.048482 = -4334751.120262
  nChanged 2
		SP:Iteration 76Q (114222.060000 sec): 3 clusters
  Score: Raw -4338191.670231 + Penalty 3440.048482 = -4334751.621749
  nChanged 1
		SP:Iteration 77Q (114222.390000 sec): 3 clusters
  Score: Raw -4338192.166978 + Penalty 3440.048482 = -4334752.118496
  nChanged 2
		SP:Iteration 78Q (114222.750000 sec): 3 clusters
  Score: Raw -4338192.744750 + Penalty 3440.048482 = -4334752.696268
  nChanged 1
		SP:Iteration 79Q (114223.110000 sec): 3 clusters
  Score: Raw -4338193.701440 + Penalty 3440.048482 = -4334753.652958
  nChanged 5
		SP:Iteration 80F (114223.420000 sec): 3 clusters
  Score: Raw -4338195.376293 + Penalty 3440.048482 = -4334755.327811
  nChanged 2
		SP:Iteration 81Q (114223.750000 sec): 3 clusters
  Score: Raw -4338195.842649 + Penalty 3440.048482 = -4334755.794167
  nChanged 2
		SP:Iteration 82Q (114224.110000 sec): 3 clusters
  Score: Raw -4338196.323833 + Penalty 3440.048482 = -4334756.275351
  nChanged 1
		SP:Iteration 83Q (114224.430000 sec): 3 clusters
  Score: Raw -4338196.716120 + Penalty 3440.048482 = -4334756.667638
  nChanged 0
		SP:Iteration 84F (114224.840000 sec): 3 clusters
  Score: Raw -4338196.716120 + Penalty 3440.048482 = -4334756.667638
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114224.970000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114225.190000 sec): 3 clusters
  Score: Raw -45518.518473 + Penalty 1980.410175 = -43538.108297
  nChanged 74
		SP:Iteration 1F (114225.400000 sec): 3 clusters
  Score: Raw -45618.625078 + Penalty 1980.410175 = -43638.214903
  nChanged 15
		SP:Iteration 2Q (114225.570000 sec): 3 clusters
  Score: Raw -45642.261891 + Penalty 1980.410175 = -43661.851716
  nChanged 7
		SP:Iteration 3Q (114225.780000 sec): 3 clusters
  Score: Raw -45657.112512 + Penalty 1980.410175 = -43676.702336
  nChanged 5
		SP:Iteration 4Q (114225.970000 sec): 3 clusters
  Score: Raw -45669.060644 + Penalty 1980.410175 = -43688.650469
  nChanged 5
		SP:Iteration 5Q (114226.160000 sec): 3 clusters
  Score: Raw -45684.016110 + Penalty 1980.410175 = -43703.605935
  nChanged 5
		SP:Iteration 6Q (114226.330000 sec): 3 clusters
  Score: Raw -45692.754342 + Penalty 1980.410175 = -43712.344167
  nChanged 4
		SP:Iteration 7Q (114226.520000 sec): 3 clusters
  Score: Raw -45697.642665 + Penalty 1980.410175 = -43717.232490
  nChanged 4
		SP:Iteration 8Q (114226.720000 sec): 3 clusters
  Score: Raw -45701.618083 + Penalty 1980.410175 = -43721.207907
  nChanged 2
		SP:Iteration 9Q (114226.940000 sec): 3 clusters
  Score: Raw -45706.802625 + Penalty 1980.410175 = -43726.392449
  nChanged 2
		SP:Iteration 10Q (114227.110000 sec): 3 clusters
  Score: Raw -45710.404977 + Penalty 1980.410175 = -43729.994802
  nChanged 2
		SP:Iteration 11Q (114227.340000 sec): 3 clusters
  Score: Raw -45714.906637 + Penalty 1980.410175 = -43734.496462
  nChanged 2
		SP:Iteration 12Q (114227.540000 sec): 3 clusters
  Score: Raw -45717.257826 + Penalty 1980.410175 = -43736.847650
  nChanged 2
		SP:Iteration 13Q (114227.770000 sec): 3 clusters
  Score: Raw -45719.325867 + Penalty 1980.410175 = -43738.915692
  nChanged 1
		SP:Iteration 14Q (114227.930000 sec): 3 clusters
  Score: Raw -45723.132694 + Penalty 1980.410175 = -43742.722519
  nChanged 2
		SP:Iteration 15Q (114228.120000 sec): 3 clusters
  Score: Raw -45724.846459 + Penalty 1980.410175 = -43744.436283
  nChanged 1
		SP:Iteration 16Q (114228.290000 sec): 3 clusters
  Score: Raw -45725.814220 + Penalty 1980.410175 = -43745.404044
  nChanged 0
		SP:Iteration 17F (114228.490000 sec): 3 clusters
  Score: Raw -45725.814220 + Penalty 1980.410175 = -43745.404044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114228.640000 sec): 2 clusters
  Score: Raw -106784.829708 + Penalty 1139.615066 = -105645.214642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114228.840000 sec): 3 clusters
  Score: Raw -106411.323639 + Penalty 2279.230132 = -104132.093508
  nChanged 351
		SP:Iteration 1F (114228.960000 sec): 3 clusters
  Score: Raw -106679.237399 + Penalty 2279.230132 = -104400.007267
  nChanged 79
		SP:Iteration 2F (114229.160000 sec): 3 clusters
  Score: Raw -106759.179477 + Penalty 2279.230132 = -104479.949345
  nChanged 51
		SP:Iteration 3Q (114229.320000 sec): 3 clusters
  Score: Raw -106814.527190 + Penalty 2279.230132 = -104535.297059
  nChanged 41
		SP:Iteration 4Q (114229.550000 sec): 3 clusters
  Score: Raw -106859.243583 + Penalty 2279.230132 = -104580.013451
  nChanged 39
		SP:Iteration 5Q (114229.760000 sec): 3 clusters
  Score: Raw -106911.305673 + Penalty 2279.230132 = -104632.075542
  nChanged 36
		SP:Iteration 6Q (114229.900000 sec): 3 clusters
  Score: Raw -106962.038835 + Penalty 2279.230132 = -104682.808703
  nChanged 48
		SP:Iteration 7Q (114230.070000 sec): 3 clusters
  Score: Raw -107023.220830 + Penalty 2279.230132 = -104743.990698
  nChanged 39
		SP:Iteration 8Q (114230.240000 sec): 3 clusters
  Score: Raw -107088.149392 + Penalty 2279.230132 = -104808.919261
  nChanged 42
		SP:Iteration 9Q (114230.410000 sec): 3 clusters
  Score: Raw -107153.735360 + Penalty 2279.230132 = -104874.505228
  nChanged 31
		SP:Iteration 10Q (114230.630000 sec): 3 clusters
  Score: Raw -107191.707211 + Penalty 2279.230132 = -104912.477080
  nChanged 26
		SP:Iteration 11Q (114230.820000 sec): 3 clusters
  Score: Raw -107230.717856 + Penalty 2279.230132 = -104951.487725
  nChanged 13
		SP:Iteration 12Q (114231.040000 sec): 3 clusters
  Score: Raw -107245.797164 + Penalty 2279.230132 = -104966.567033
  nChanged 10
		SP:Iteration 13Q (114231.190000 sec): 3 clusters
  Score: Raw -107255.408250 + Penalty 2279.230132 = -104976.178119
  nChanged 6
		SP:Iteration 14Q (114231.420000 sec): 3 clusters
  Score: Raw -107262.810590 + Penalty 2279.230132 = -104983.580458
  nChanged 3
		SP:Iteration 15Q (114231.610000 sec): 3 clusters
  Score: Raw -107264.607010 + Penalty 2279.230132 = -104985.376879
  nChanged 2
		SP:Iteration 16Q (114231.830000 sec): 3 clusters
  Score: Raw -107267.369288 + Penalty 2279.230132 = -104988.139156
  nChanged 0
		SP:Iteration 17F (114232.030000 sec): 3 clusters
  Score: Raw -107267.369288 + Penalty 2279.230132 = -104988.139156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114232.180000 sec): 2 clusters
  Score: Raw -1506517.721932 + Penalty 1557.786209 = -1504959.935723
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114232.450000 sec): 3 clusters
  Score: Raw -1498001.142266 + Penalty 3115.572418 = -1494885.569849
  nChanged 6479
		SP:Iteration 1F (114232.720000 sec): 3 clusters
  Score: Raw -1501564.171070 + Penalty 3115.572418 = -1498448.598653
  nChanged 825
		SP:Iteration 2F (114232.970000 sec): 3 clusters
  Score: Raw -1501888.514645 + Penalty 3115.572418 = -1498772.942227
  nChanged 670
		SP:Iteration 3Q (114233.300000 sec): 3 clusters
  Score: Raw -1502152.500492 + Penalty 3115.572418 = -1499036.928075
  nChanged 620
		SP:Iteration 4Q (114233.530000 sec): 3 clusters
  Score: Raw -1502404.492968 + Penalty 3115.572418 = -1499288.920550
  nChanged 613
		SP:Iteration 5Q (114233.790000 sec): 3 clusters
  Score: Raw -1502631.409296 + Penalty 3115.572418 = -1499515.836878
  nChanged 560
		SP:Iteration 6Q (114234.030000 sec): 3 clusters
  Score: Raw -1502863.031428 + Penalty 3115.572418 = -1499747.459010
  nChanged 558
		SP:Iteration 7Q (114234.310000 sec): 3 clusters
  Score: Raw -1503075.324405 + Penalty 3115.572418 = -1499959.751987
  nChanged 528
		SP:Iteration 8Q (114234.590000 sec): 3 clusters
  Score: Raw -1503292.383454 + Penalty 3115.572418 = -1500176.811036
  nChanged 530
		SP:Iteration 9Q (114234.870000 sec): 3 clusters
  Score: Raw -1503514.282634 + Penalty 3115.572418 = -1500398.710216
  nChanged 534
		SP:Iteration 10Q (114235.130000 sec): 3 clusters
  Score: Raw -1503743.924698 + Penalty 3115.572418 = -1500628.352281
  nChanged 517
		SP:Iteration 11Q (114235.380000 sec): 3 clusters
  Score: Raw -1503962.434993 + Penalty 3115.572418 = -1500846.862576
  nChanged 500
		SP:Iteration 12Q (114235.650000 sec): 3 clusters
  Score: Raw -1504154.239926 + Penalty 3115.572418 = -1501038.667508
  nChanged 413
		SP:Iteration 13Q (114235.960000 sec): 3 clusters
  Score: Raw -1504296.827376 + Penalty 3115.572418 = -1501181.254959
  nChanged 347
		SP:Iteration 14Q (114236.210000 sec): 3 clusters
  Score: Raw -1504423.854732 + Penalty 3115.572418 = -1501308.282315
  nChanged 352
		SP:Iteration 15Q (114236.520000 sec): 3 clusters
  Score: Raw -1504548.325027 + Penalty 3115.572418 = -1501432.752610
  nChanged 318
		SP:Iteration 16Q (114236.820000 sec): 3 clusters
  Score: Raw -1504667.786389 + Penalty 3115.572418 = -1501552.213972
  nChanged 294
		SP:Iteration 17Q (114237.030000 sec): 3 clusters
  Score: Raw -1504778.099710 + Penalty 3115.572418 = -1501662.527292
  nChanged 303
		SP:Iteration 18Q (114237.330000 sec): 3 clusters
  Score: Raw -1504886.773021 + Penalty 3115.572418 = -1501771.200603
  nChanged 265
		SP:Iteration 19Q (114237.650000 sec): 3 clusters
  Score: Raw -1505005.699198 + Penalty 3115.572418 = -1501890.126780
  nChanged 289
		SP:Iteration 20F (114237.900000 sec): 3 clusters
  Score: Raw -1505174.042441 + Penalty 3115.572418 = -1502058.470024
  nChanged 305
		SP:Iteration 21Q (114238.190000 sec): 3 clusters
  Score: Raw -1505383.467026 + Penalty 3115.572418 = -1502267.894609
  nChanged 337
		SP:Iteration 22Q (114238.470000 sec): 3 clusters
  Score: Raw -1505651.645979 + Penalty 3115.572418 = -1502536.073561
  nChanged 360
		SP:Iteration 23Q (114238.680000 sec): 3 clusters
  Score: Raw -1505921.954783 + Penalty 3115.572418 = -1502806.382366
  nChanged 328
		SP:Iteration 24Q (114238.940000 sec): 3 clusters
  Score: Raw -1506113.677398 + Penalty 3115.572418 = -1502998.104981
  nChanged 243
		SP:Iteration 25Q (114239.240000 sec): 3 clusters
  Score: Raw -1506221.695733 + Penalty 3115.572418 = -1503106.123316
  nChanged 210
		SP:Iteration 26Q (114239.520000 sec): 3 clusters
  Score: Raw -1506299.463019 + Penalty 3115.572418 = -1503183.890601
  nChanged 156
		SP:Iteration 27Q (114239.740000 sec): 3 clusters
  Score: Raw -1506365.377761 + Penalty 3115.572418 = -1503249.805344
  nChanged 139
		SP:Iteration 28Q (114240.010000 sec): 3 clusters
  Score: Raw -1506422.836751 + Penalty 3115.572418 = -1503307.264334
  nChanged 141
		SP:Iteration 29Q (114240.180000 sec): 3 clusters
  Score: Raw -1506479.908357 + Penalty 3115.572418 = -1503364.335940
  nChanged 126
		SP:Iteration 30Q (114240.410000 sec): 3 clusters
  Score: Raw -1506523.412876 + Penalty 3115.572418 = -1503407.840459
  nChanged 115
		SP:Iteration 31Q (114240.670000 sec): 3 clusters
  Score: Raw -1506566.597449 + Penalty 3115.572418 = -1503451.025031
  nChanged 103
		SP:Iteration 32Q (114240.920000 sec): 3 clusters
  Score: Raw -1506601.892056 + Penalty 3115.572418 = -1503486.319638
  nChanged 86
		SP:Iteration 33Q (114241.160000 sec): 3 clusters
  Score: Raw -1506630.437292 + Penalty 3115.572418 = -1503514.864875
  nChanged 80
		SP:Iteration 34Q (114241.370000 sec): 3 clusters
  Score: Raw -1506654.431137 + Penalty 3115.572418 = -1503538.858720
  nChanged 74
		SP:Iteration 35Q (114241.600000 sec): 3 clusters
  Score: Raw -1506675.959357 + Penalty 3115.572418 = -1503560.386939
  nChanged 70
		SP:Iteration 36Q (114241.850000 sec): 3 clusters
  Score: Raw -1506698.488653 + Penalty 3115.572418 = -1503582.916235
  nChanged 81
		SP:Iteration 37Q (114242.110000 sec): 3 clusters
  Score: Raw -1506722.614446 + Penalty 3115.572418 = -1503607.042029
  nChanged 71
		SP:Iteration 38Q (114242.340000 sec): 3 clusters
  Score: Raw -1506742.565455 + Penalty 3115.572418 = -1503626.993037
  nChanged 70
		SP:Iteration 39Q (114242.600000 sec): 3 clusters
  Score: Raw -1506762.648631 + Penalty 3115.572418 = -1503647.076214
  nChanged 73
		SP:Iteration 40F (114242.820000 sec): 3 clusters
  Score: Raw -1506787.477638 + Penalty 3115.572418 = -1503671.905221
  nChanged 83
		SP:Iteration 41Q (114243.080000 sec): 3 clusters
  Score: Raw -1506820.384745 + Penalty 3115.572418 = -1503704.812327
  nChanged 78
		SP:Iteration 42Q (114243.280000 sec): 3 clusters
  Score: Raw -1506849.615364 + Penalty 3115.572418 = -1503734.042946
  nChanged 78
		SP:Iteration 43Q (114243.550000 sec): 3 clusters
  Score: Raw -1506874.859790 + Penalty 3115.572418 = -1503759.287372
  nChanged 70
		SP:Iteration 44Q (114243.760000 sec): 3 clusters
  Score: Raw -1506896.534668 + Penalty 3115.572418 = -1503780.962250
  nChanged 68
		SP:Iteration 45Q (114244.040000 sec): 3 clusters
  Score: Raw -1506918.341576 + Penalty 3115.572418 = -1503802.769158
  nChanged 59
		SP:Iteration 46Q (114244.280000 sec): 3 clusters
  Score: Raw -1506936.125740 + Penalty 3115.572418 = -1503820.553322
  nChanged 56
		SP:Iteration 47Q (114244.520000 sec): 3 clusters
  Score: Raw -1506952.219317 + Penalty 3115.572418 = -1503836.646899
  nChanged 50
		SP:Iteration 48Q (114244.780000 sec): 3 clusters
  Score: Raw -1506966.501691 + Penalty 3115.572418 = -1503850.929273
  nChanged 41
		SP:Iteration 49Q (114245.000000 sec): 3 clusters
  Score: Raw -1506978.788813 + Penalty 3115.572418 = -1503863.216396
  nChanged 53
		SP:Iteration 50Q (114245.230000 sec): 3 clusters
  Score: Raw -1506994.046958 + Penalty 3115.572418 = -1503878.474541
  nChanged 41
		SP:Iteration 51Q (114245.470000 sec): 3 clusters
  Score: Raw -1507006.167077 + Penalty 3115.572418 = -1503890.594659
  nChanged 44
		SP:Iteration 52Q (114245.700000 sec): 3 clusters
  Score: Raw -1507017.727736 + Penalty 3115.572418 = -1503902.155318
  nChanged 37
		SP:Iteration 53Q (114246.040000 sec): 3 clusters
  Score: Raw -1507025.011559 + Penalty 3115.572418 = -1503909.439142
  nChanged 34
		SP:Iteration 54Q (114246.300000 sec): 3 clusters
  Score: Raw -1507033.570287 + Penalty 3115.572418 = -1503917.997870
  nChanged 36
		SP:Iteration 55Q (114246.570000 sec): 3 clusters
  Score: Raw -1507045.394816 + Penalty 3115.572418 = -1503929.822398
  nChanged 47
		SP:Iteration 56Q (114246.830000 sec): 3 clusters
  Score: Raw -1507063.026962 + Penalty 3115.572418 = -1503947.454544
  nChanged 47
		SP:Iteration 57Q (114247.130000 sec): 3 clusters
  Score: Raw -1507079.472348 + Penalty 3115.572418 = -1503963.899931
  nChanged 46
		SP:Iteration 58Q (114247.400000 sec): 3 clusters
  Score: Raw -1507095.048470 + Penalty 3115.572418 = -1503979.476052
  nChanged 66
		SP:Iteration 59Q (114247.710000 sec): 3 clusters
  Score: Raw -1507122.726657 + Penalty 3115.572418 = -1504007.154239
  nChanged 65
		SP:Iteration 60F (114247.950000 sec): 3 clusters
  Score: Raw -1507150.806100 + Penalty 3115.572418 = -1504035.233682
  nChanged 71
		SP:Iteration 61Q (114248.150000 sec): 3 clusters
  Score: Raw -1507181.880761 + Penalty 3115.572418 = -1504066.308344
  nChanged 57
		SP:Iteration 62Q (114248.390000 sec): 3 clusters
  Score: Raw -1507199.313027 + Penalty 3115.572418 = -1504083.740609
  nChanged 34
		SP:Iteration 63Q (114248.630000 sec): 3 clusters
  Score: Raw -1507209.379037 + Penalty 3115.572418 = -1504093.806619
  nChanged 40
		SP:Iteration 64Q (114248.890000 sec): 3 clusters
  Score: Raw -1507221.713231 + Penalty 3115.572418 = -1504106.140814
  nChanged 32
		SP:Iteration 65Q (114249.130000 sec): 3 clusters
  Score: Raw -1507232.791461 + Penalty 3115.572418 = -1504117.219043
  nChanged 26
		SP:Iteration 66Q (114249.360000 sec): 3 clusters
  Score: Raw -1507242.325566 + Penalty 3115.572418 = -1504126.753149
  nChanged 25
		SP:Iteration 67Q (114249.630000 sec): 3 clusters
  Score: Raw -1507250.585255 + Penalty 3115.572418 = -1504135.012838
  nChanged 25
		SP:Iteration 68Q (114249.880000 sec): 3 clusters
  Score: Raw -1507260.579261 + Penalty 3115.572418 = -1504145.006844
  nChanged 29
		SP:Iteration 69Q (114250.120000 sec): 3 clusters
  Score: Raw -1507271.074571 + Penalty 3115.572418 = -1504155.502153
  nChanged 22
		SP:Iteration 70Q (114250.350000 sec): 3 clusters
  Score: Raw -1507277.697356 + Penalty 3115.572418 = -1504162.124938
  nChanged 15
		SP:Iteration 71Q (114250.630000 sec): 3 clusters
  Score: Raw -1507283.302171 + Penalty 3115.572418 = -1504167.729753
  nChanged 19
		SP:Iteration 72Q (114250.890000 sec): 3 clusters
  Score: Raw -1507289.411297 + Penalty 3115.572418 = -1504173.838880
  nChanged 15
		SP:Iteration 73Q (114251.160000 sec): 3 clusters
  Score: Raw -1507295.472985 + Penalty 3115.572418 = -1504179.900568
  nChanged 18
		SP:Iteration 74Q (114251.370000 sec): 3 clusters
  Score: Raw -1507301.216377 + Penalty 3115.572418 = -1504185.643960
  nChanged 15
		SP:Iteration 75Q (114251.630000 sec): 3 clusters
  Score: Raw -1507305.070046 + Penalty 3115.572418 = -1504189.497629
  nChanged 12
		SP:Iteration 76Q (114251.890000 sec): 3 clusters
  Score: Raw -1507309.180671 + Penalty 3115.572418 = -1504193.608254
  nChanged 17
		SP:Iteration 77Q (114252.130000 sec): 3 clusters
  Score: Raw -1507314.134032 + Penalty 3115.572418 = -1504198.561614
  nChanged 12
		SP:Iteration 78Q (114252.360000 sec): 3 clusters
  Score: Raw -1507317.400029 + Penalty 3115.572418 = -1504201.827611
  nChanged 11
		SP:Iteration 79Q (114252.590000 sec): 3 clusters
  Score: Raw -1507319.643731 + Penalty 3115.572418 = -1504204.071314
  nChanged 8
		SP:Iteration 80F (114252.890000 sec): 3 clusters
  Score: Raw -1507321.850159 + Penalty 3115.572418 = -1504206.277741
  nChanged 10
		SP:Iteration 81Q (114253.130000 sec): 3 clusters
  Score: Raw -1507325.727895 + Penalty 3115.572418 = -1504210.155478
  nChanged 11
		SP:Iteration 82Q (114253.420000 sec): 3 clusters
  Score: Raw -1507329.181146 + Penalty 3115.572418 = -1504213.608728
  nChanged 12
		SP:Iteration 83Q (114253.680000 sec): 3 clusters
  Score: Raw -1507332.013546 + Penalty 3115.572418 = -1504216.441128
  nChanged 6
		SP:Iteration 84Q (114253.880000 sec): 3 clusters
  Score: Raw -1507333.753629 + Penalty 3115.572418 = -1504218.181211
  nChanged 4
		SP:Iteration 85Q (114254.110000 sec): 3 clusters
  Score: Raw -1507334.722874 + Penalty 3115.572418 = -1504219.150456
  nChanged 8
		SP:Iteration 86Q (114254.350000 sec): 3 clusters
  Score: Raw -1507336.897249 + Penalty 3115.572418 = -1504221.324831
  nChanged 6
		SP:Iteration 87Q (114254.630000 sec): 3 clusters
  Score: Raw -1507338.293102 + Penalty 3115.572418 = -1504222.720684
  nChanged 6
		SP:Iteration 88Q (114254.900000 sec): 3 clusters
  Score: Raw -1507339.984303 + Penalty 3115.572418 = -1504224.411885
  nChanged 6
		SP:Iteration 89Q (114255.130000 sec): 3 clusters
  Score: Raw -1507341.775549 + Penalty 3115.572418 = -1504226.203131
  nChanged 9
		SP:Iteration 90Q (114255.400000 sec): 3 clusters
  Score: Raw -1507343.735792 + Penalty 3115.572418 = -1504228.163375
  nChanged 5
		SP:Iteration 91Q (114255.640000 sec): 3 clusters
  Score: Raw -1507344.628073 + Penalty 3115.572418 = -1504229.055656
  nChanged 3
		SP:Iteration 92Q (114255.890000 sec): 3 clusters
  Score: Raw -1507345.354617 + Penalty 3115.572418 = -1504229.782200
  nChanged 3
		SP:Iteration 93Q (114256.150000 sec): 3 clusters
  Score: Raw -1507345.842169 + Penalty 3115.572418 = -1504230.269751
  nChanged 0
		SP:Iteration 94F (114256.460000 sec): 3 clusters
  Score: Raw -1507345.842169 + Penalty 3115.572418 = -1504230.269751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114256.540000 sec): 2 clusters
  Score: Raw -107961.941705 + Penalty 1147.187865 = -106814.753840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114256.750000 sec): 3 clusters
  Score: Raw -107594.516241 + Penalty 2294.375729 = -105300.140511
  nChanged 377
		SP:Iteration 1F (114256.950000 sec): 3 clusters
  Score: Raw -107923.801737 + Penalty 2294.375729 = -105629.426008
  nChanged 123
		SP:Iteration 2F (114257.160000 sec): 3 clusters
  Score: Raw -108072.846445 + Penalty 2294.375729 = -105778.470716
  nChanged 75
		SP:Iteration 3F (114257.340000 sec): 3 clusters
  Score: Raw -108195.189214 + Penalty 2294.375729 = -105900.813485
  nChanged 65
		SP:Iteration 4F (114257.550000 sec): 3 clusters
  Score: Raw -108292.308255 + Penalty 2294.375729 = -105997.932526
  nChanged 57
		SP:Iteration 5Q (114257.740000 sec): 3 clusters
  Score: Raw -108375.601501 + Penalty 2294.375729 = -106081.225772
  nChanged 33
		SP:Iteration 6Q (114257.910000 sec): 3 clusters
  Score: Raw -108410.091523 + Penalty 2294.375729 = -106115.715794
  nChanged 19
		SP:Iteration 7Q (114258.110000 sec): 3 clusters
  Score: Raw -108430.660354 + Penalty 2294.375729 = -106136.284624
  nChanged 12
		SP:Iteration 8Q (114258.300000 sec): 3 clusters
  Score: Raw -108440.038397 + Penalty 2294.375729 = -106145.662667
  nChanged 10
		SP:Iteration 9Q (114258.480000 sec): 3 clusters
  Score: Raw -108447.271349 + Penalty 2294.375729 = -106152.895619
  nChanged 6
		SP:Iteration 10Q (114258.680000 sec): 3 clusters
  Score: Raw -108452.205444 + Penalty 2294.375729 = -106157.829715
  nChanged 6
		SP:Iteration 11Q (114258.900000 sec): 3 clusters
  Score: Raw -108457.690171 + Penalty 2294.375729 = -106163.314441
  nChanged 6
		SP:Iteration 12Q (114259.110000 sec): 3 clusters
  Score: Raw -108462.146894 + Penalty 2294.375729 = -106167.771164
  nChanged 7
		SP:Iteration 13Q (114259.220000 sec): 3 clusters
  Score: Raw -108468.034991 + Penalty 2294.375729 = -106173.659262
  nChanged 10
		SP:Iteration 14Q (114259.520000 sec): 3 clusters
  Score: Raw -108477.314970 + Penalty 2294.375729 = -106182.939241
  nChanged 14
		SP:Iteration 15Q (114259.700000 sec): 3 clusters
  Score: Raw -108490.681656 + Penalty 2294.375729 = -106196.305927
  nChanged 11
		SP:Iteration 16Q (114259.920000 sec): 3 clusters
  Score: Raw -108501.571976 + Penalty 2294.375729 = -106207.196247
  nChanged 11
		SP:Iteration 17Q (114260.150000 sec): 3 clusters
  Score: Raw -108509.445611 + Penalty 2294.375729 = -106215.069882
  nChanged 10
		SP:Iteration 18Q (114260.310000 sec): 3 clusters
  Score: Raw -108517.622294 + Penalty 2294.375729 = -106223.246565
  nChanged 12
		SP:Iteration 19Q (114260.480000 sec): 3 clusters
  Score: Raw -108531.631418 + Penalty 2294.375729 = -106237.255688
  nChanged 12
		SP:Iteration 20F (114260.690000 sec): 3 clusters
  Score: Raw -108543.393455 + Penalty 2294.375729 = -106249.017725
  nChanged 10
		SP:Iteration 21Q (114260.900000 sec): 3 clusters
  Score: Raw -108552.114192 + Penalty 2294.375729 = -106257.738462
  nChanged 6
		SP:Iteration 22Q (114261.100000 sec): 3 clusters
  Score: Raw -108556.830150 + Penalty 2294.375729 = -106262.454421
  nChanged 6
		SP:Iteration 23Q (114261.300000 sec): 3 clusters
  Score: Raw -108559.964024 + Penalty 2294.375729 = -106265.588295
  nChanged 4
		SP:Iteration 24Q (114261.540000 sec): 3 clusters
  Score: Raw -108562.541757 + Penalty 2294.375729 = -106268.166028
  nChanged 2
		SP:Iteration 25Q (114261.770000 sec): 3 clusters
  Score: Raw -108565.182036 + Penalty 2294.375729 = -106270.806307
  nChanged 0
		SP:Iteration 26F (114261.960000 sec): 3 clusters
  Score: Raw -108565.182036 + Penalty 2294.375729 = -106270.806307
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114262.160000 sec): 2 clusters
  Score: Raw -2338569.161643 + Penalty 1627.812418 = -2336941.349225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114262.460000 sec): 3 clusters
  Score: Raw -2324927.446983 + Penalty 3255.624836 = -2321671.822147
  nChanged 10132
		SP:Iteration 1F (114262.740000 sec): 3 clusters
  Score: Raw -2330671.152809 + Penalty 3255.624836 = -2327415.527972
  nChanged 1230
		SP:Iteration 2F (114263.020000 sec): 3 clusters
  Score: Raw -2331203.588608 + Penalty 3255.624836 = -2327947.963771
  nChanged 1305
		SP:Iteration 3F (114263.340000 sec): 3 clusters
  Score: Raw -2331922.373291 + Penalty 3255.624836 = -2328666.748454
  nChanged 1531
		SP:Iteration 4F (114263.620000 sec): 3 clusters
  Score: Raw -2332977.736383 + Penalty 3255.624836 = -2329722.111547
  nChanged 1699
		SP:Iteration 5F (114263.950000 sec): 3 clusters
  Score: Raw -2334249.282464 + Penalty 3255.624836 = -2330993.657628
  nChanged 1497
		SP:Iteration 6F (114264.280000 sec): 3 clusters
  Score: Raw -2335464.949777 + Penalty 3255.624836 = -2332209.324941
  nChanged 1360
		SP:Iteration 7F (114264.600000 sec): 3 clusters
  Score: Raw -2336626.457007 + Penalty 3255.624836 = -2333370.832171
  nChanged 997
		SP:Iteration 8Q (114264.960000 sec): 3 clusters
  Score: Raw -2337434.378716 + Penalty 3255.624836 = -2334178.753880
  nChanged 726
		SP:Iteration 9Q (114265.300000 sec): 3 clusters
  Score: Raw -2337997.877752 + Penalty 3255.624836 = -2334742.252915
  nChanged 469
		SP:Iteration 10Q (114265.590000 sec): 3 clusters
  Score: Raw -2338332.632151 + Penalty 3255.624836 = -2335077.007315
  nChanged 290
		SP:Iteration 11Q (114265.900000 sec): 3 clusters
  Score: Raw -2338519.529427 + Penalty 3255.624836 = -2335263.904590
  nChanged 178
		SP:Iteration 12Q (114266.230000 sec): 3 clusters
  Score: Raw -2338631.181290 + Penalty 3255.624836 = -2335375.556454
  nChanged 124
		SP:Iteration 13Q (114266.490000 sec): 3 clusters
  Score: Raw -2338706.984888 + Penalty 3255.624836 = -2335451.360052
  nChanged 97
		SP:Iteration 14Q (114266.800000 sec): 3 clusters
  Score: Raw -2338765.201862 + Penalty 3255.624836 = -2335509.577026
  nChanged 76
		SP:Iteration 15Q (114267.100000 sec): 3 clusters
  Score: Raw -2338807.182721 + Penalty 3255.624836 = -2335551.557885
  nChanged 52
		SP:Iteration 16Q (114267.400000 sec): 3 clusters
  Score: Raw -2338838.668884 + Penalty 3255.624836 = -2335583.044048
  nChanged 46
		SP:Iteration 17Q (114267.650000 sec): 3 clusters
  Score: Raw -2338865.547283 + Penalty 3255.624836 = -2335609.922447
  nChanged 35
		SP:Iteration 18Q (114267.930000 sec): 3 clusters
  Score: Raw -2338886.076262 + Penalty 3255.624836 = -2335630.451426
  nChanged 32
		SP:Iteration 19Q (114268.220000 sec): 3 clusters
  Score: Raw -2338901.155424 + Penalty 3255.624836 = -2335645.530587
  nChanged 23
		SP:Iteration 20F (114268.520000 sec): 3 clusters
  Score: Raw -2338912.437658 + Penalty 3255.624836 = -2335656.812822
  nChanged 15
		SP:Iteration 21Q (114268.830000 sec): 3 clusters
  Score: Raw -2338919.480907 + Penalty 3255.624836 = -2335663.856071
  nChanged 15
		SP:Iteration 22Q (114269.150000 sec): 3 clusters
  Score: Raw -2338926.276533 + Penalty 3255.624836 = -2335670.651696
  nChanged 13
		SP:Iteration 23Q (114269.430000 sec): 3 clusters
  Score: Raw -2338932.934008 + Penalty 3255.624836 = -2335677.309172
  nChanged 12
		SP:Iteration 24Q (114269.700000 sec): 3 clusters
  Score: Raw -2338937.317535 + Penalty 3255.624836 = -2335681.692699
  nChanged 8
		SP:Iteration 25Q (114270.050000 sec): 3 clusters
  Score: Raw -2338940.187013 + Penalty 3255.624836 = -2335684.562177
  nChanged 3
		SP:Iteration 26Q (114270.350000 sec): 3 clusters
  Score: Raw -2338941.246772 + Penalty 3255.624836 = -2335685.621936
  nChanged 3
		SP:Iteration 27Q (114270.650000 sec): 3 clusters
  Score: Raw -2338942.241951 + Penalty 3255.624836 = -2335686.617114
  nChanged 2
		SP:Iteration 28Q (114270.870000 sec): 3 clusters
  Score: Raw -2338943.273097 + Penalty 3255.624836 = -2335687.648260
  nChanged 1
		SP:Iteration 29Q (114271.140000 sec): 3 clusters
  Score: Raw -2338943.549363 + Penalty 3255.624836 = -2335687.924527
  nChanged 0
		SP:Iteration 30F (114271.480000 sec): 3 clusters
  Score: Raw -2338943.549363 + Penalty 3255.624836 = -2335687.924527
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114271.600000 sec): 2 clusters
  Score: Raw -21506.697748 + Penalty 888.559773 = -20618.137975
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114271.760000 sec): 3 clusters
  Score: Raw -21606.042634 + Penalty 1777.119546 = -19828.923088
  nChanged 43
		SP:Iteration 1F (114271.940000 sec): 3 clusters
  Score: Raw -21701.133665 + Penalty 1777.119546 = -19924.014119
  nChanged 10
		SP:Iteration 2Q (114272.220000 sec): 3 clusters
  Score: Raw -21731.916448 + Penalty 1777.119546 = -19954.796902
  nChanged 6
		SP:Iteration 3Q (114272.410000 sec): 3 clusters
  Score: Raw -21746.906816 + Penalty 1777.119546 = -19969.787270
  nChanged 1
		SP:Iteration 4Q (114272.630000 sec): 3 clusters
  Score: Raw -21749.122401 + Penalty 1777.119546 = -19972.002855
  nChanged 0
		SP:Iteration 5F (114272.810000 sec): 3 clusters
  Score: Raw -21749.122401 + Penalty 1777.119546 = -19972.002855
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114273.050000 sec): 2 clusters
  Score: Raw -3874753.435821 + Penalty 1699.905705 = -3873053.530116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114273.430000 sec): 3 clusters
  Score: Raw -3852940.292643 + Penalty 3399.811410 = -3849540.481233
  nChanged 16053
		SP:Iteration 1F (114273.790000 sec): 3 clusters
  Score: Raw -3861874.410225 + Penalty 3399.811410 = -3858474.598816
  nChanged 1302
		SP:Iteration 2Q (114274.190000 sec): 3 clusters
  Score: Raw -3862241.411708 + Penalty 3399.811410 = -3858841.600298
  nChanged 1283
		SP:Iteration 3Q (114274.570000 sec): 3 clusters
  Score: Raw -3862646.463593 + Penalty 3399.811410 = -3859246.652183
  nChanged 1425
		SP:Iteration 4Q (114274.960000 sec): 3 clusters
  Score: Raw -3863212.556992 + Penalty 3399.811410 = -3859812.745582
  nChanged 1734
		SP:Iteration 5Q (114275.390000 sec): 3 clusters
  Score: Raw -3864086.690992 + Penalty 3399.811410 = -3860686.879582
  nChanged 2173
		SP:Iteration 6F (114275.710000 sec): 3 clusters
  Score: Raw -3865504.551817 + Penalty 3399.811410 = -3862104.740407
  nChanged 2708
		SP:Iteration 7F (114276.140000 sec): 3 clusters
  Score: Raw -3867679.639373 + Penalty 3399.811410 = -3864279.827963
  nChanged 2858
		SP:Iteration 8F (114276.530000 sec): 3 clusters
  Score: Raw -3870319.369038 + Penalty 3399.811410 = -3866919.557628
  nChanged 2363
		SP:Iteration 9F (114276.930000 sec): 3 clusters
  Score: Raw -3872671.313523 + Penalty 3399.811410 = -3869271.502113
  nChanged 1424
		SP:Iteration 10Q (114277.250000 sec): 3 clusters
  Score: Raw -3874074.886916 + Penalty 3399.811410 = -3870675.075506
  nChanged 558
		SP:Iteration 11Q (114277.570000 sec): 3 clusters
  Score: Raw -3874612.034189 + Penalty 3399.811410 = -3871212.222779
  nChanged 151
		SP:Iteration 12Q (114277.930000 sec): 3 clusters
  Score: Raw -3874775.427112 + Penalty 3399.811410 = -3871375.615703
  nChanged 55
		SP:Iteration 13Q (114278.320000 sec): 3 clusters
  Score: Raw -3874848.047793 + Penalty 3399.811410 = -3871448.236383
  nChanged 20
		SP:Iteration 14Q (114278.680000 sec): 3 clusters
  Score: Raw -3874875.284186 + Penalty 3399.811410 = -3871475.472776
  nChanged 13
		SP:Iteration 15Q (114279.000000 sec): 3 clusters
  Score: Raw -3874893.158654 + Penalty 3399.811410 = -3871493.347244
  nChanged 7
		SP:Iteration 16Q (114279.360000 sec): 3 clusters
  Score: Raw -3874903.233557 + Penalty 3399.811410 = -3871503.422147
  nChanged 3
		SP:Iteration 17Q (114279.710000 sec): 3 clusters
  Score: Raw -3874906.116756 + Penalty 3399.811410 = -3871506.305346
  nChanged 2
		SP:Iteration 18Q (114280.020000 sec): 3 clusters
  Score: Raw -3874907.814509 + Penalty 3399.811410 = -3871508.003099
  nChanged 2
		SP:Iteration 19Q (114280.320000 sec): 3 clusters
  Score: Raw -3874910.065983 + Penalty 3399.811410 = -3871510.254573
  nChanged 4
		SP:Iteration 20F (114280.670000 sec): 3 clusters
  Score: Raw -3874915.101927 + Penalty 3399.811410 = -3871515.290517
  nChanged 1
		SP:Iteration 21Q (114281.050000 sec): 3 clusters
  Score: Raw -3874917.412369 + Penalty 3399.811410 = -3871517.600959
  nChanged 3
		SP:Iteration 22Q (114281.380000 sec): 3 clusters
  Score: Raw -3874920.652891 + Penalty 3399.811410 = -3871520.841482
  nChanged 1
		SP:Iteration 23Q (114281.740000 sec): 3 clusters
  Score: Raw -3874921.341925 + Penalty 3399.811410 = -3871521.530515
  nChanged 1
		SP:Iteration 24Q (114282.080000 sec): 3 clusters
  Score: Raw -3874921.998695 + Penalty 3399.811410 = -3871522.187285
  nChanged 0
		SP:Iteration 25F (114282.380000 sec): 3 clusters
  Score: Raw -3874921.998695 + Penalty 3399.811410 = -3871522.187285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114282.520000 sec): 2 clusters
  Score: Raw -1064379.266974 + Penalty 1513.360421 = -1062865.906553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114282.790000 sec): 3 clusters
  Score: Raw -1058007.930562 + Penalty 3026.720843 = -1054981.209719
  nChanged 4851
		SP:Iteration 1F (114283.010000 sec): 3 clusters
  Score: Raw -1060802.947726 + Penalty 3026.720843 = -1057776.226883
  nChanged 764
		SP:Iteration 2F (114283.260000 sec): 3 clusters
  Score: Raw -1061161.543578 + Penalty 3026.720843 = -1058134.822735
  nChanged 584
		SP:Iteration 3F (114283.490000 sec): 3 clusters
  Score: Raw -1061436.567490 + Penalty 3026.720843 = -1058409.846647
  nChanged 533
		SP:Iteration 4Q (114283.730000 sec): 3 clusters
  Score: Raw -1061689.187721 + Penalty 3026.720843 = -1058662.466878
  nChanged 502
		SP:Iteration 5Q (114283.970000 sec): 3 clusters
  Score: Raw -1061920.374797 + Penalty 3026.720843 = -1058893.653954
  nChanged 429
		SP:Iteration 6Q (114284.200000 sec): 3 clusters
  Score: Raw -1062125.006802 + Penalty 3026.720843 = -1059098.285959
  nChanged 406
		SP:Iteration 7Q (114284.420000 sec): 3 clusters
  Score: Raw -1062310.759937 + Penalty 3026.720843 = -1059284.039094
  nChanged 417
		SP:Iteration 8Q (114284.640000 sec): 3 clusters
  Score: Raw -1062510.863861 + Penalty 3026.720843 = -1059484.143018
  nChanged 394
		SP:Iteration 9Q (114284.880000 sec): 3 clusters
  Score: Raw -1062695.625118 + Penalty 3026.720843 = -1059668.904275
  nChanged 366
		SP:Iteration 10Q (114285.130000 sec): 3 clusters
  Score: Raw -1062870.232652 + Penalty 3026.720843 = -1059843.511809
  nChanged 348
		SP:Iteration 11Q (114285.420000 sec): 3 clusters
  Score: Raw -1063050.250776 + Penalty 3026.720843 = -1060023.529933
  nChanged 406
		SP:Iteration 12Q (114285.670000 sec): 3 clusters
  Score: Raw -1063259.941220 + Penalty 3026.720843 = -1060233.220378
  nChanged 363
		SP:Iteration 13Q (114285.930000 sec): 3 clusters
  Score: Raw -1063473.425149 + Penalty 3026.720843 = -1060446.704306
  nChanged 362
		SP:Iteration 14Q (114286.190000 sec): 3 clusters
  Score: Raw -1063682.272616 + Penalty 3026.720843 = -1060655.551773
  nChanged 308
		SP:Iteration 15Q (114286.440000 sec): 3 clusters
  Score: Raw -1063880.812848 + Penalty 3026.720843 = -1060854.092005
  nChanged 262
		SP:Iteration 16Q (114286.650000 sec): 3 clusters
  Score: Raw -1064062.993217 + Penalty 3026.720843 = -1061036.272374
  nChanged 220
		SP:Iteration 17Q (114286.910000 sec): 3 clusters
  Score: Raw -1064228.123572 + Penalty 3026.720843 = -1061201.402729
  nChanged 193
		SP:Iteration 18Q (114287.130000 sec): 3 clusters
  Score: Raw -1064353.512435 + Penalty 3026.720843 = -1061326.791592
  nChanged 162
		SP:Iteration 19Q (114287.400000 sec): 3 clusters
  Score: Raw -1064454.175633 + Penalty 3026.720843 = -1061427.454790
  nChanged 144
		SP:Iteration 20F (114287.620000 sec): 3 clusters
  Score: Raw -1064540.595970 + Penalty 3026.720843 = -1061513.875128
  nChanged 98
		SP:Iteration 21Q (114287.850000 sec): 3 clusters
  Score: Raw -1064587.880588 + Penalty 3026.720843 = -1061561.159745
  nChanged 81
		SP:Iteration 22Q (114288.130000 sec): 3 clusters
  Score: Raw -1064621.879355 + Penalty 3026.720843 = -1061595.158513
  nChanged 63
		SP:Iteration 23Q (114288.330000 sec): 3 clusters
  Score: Raw -1064644.015682 + Penalty 3026.720843 = -1061617.294839
  nChanged 53
		SP:Iteration 24Q (114288.550000 sec): 3 clusters
  Score: Raw -1064668.850268 + Penalty 3026.720843 = -1061642.129425
  nChanged 60
		SP:Iteration 25Q (114288.740000 sec): 3 clusters
  Score: Raw -1064693.027365 + Penalty 3026.720843 = -1061666.306522
  nChanged 59
		SP:Iteration 26Q (114288.950000 sec): 3 clusters
  Score: Raw -1064713.730199 + Penalty 3026.720843 = -1061687.009356
  nChanged 48
		SP:Iteration 27Q (114289.190000 sec): 3 clusters
  Score: Raw -1064736.153971 + Penalty 3026.720843 = -1061709.433128
  nChanged 54
		SP:Iteration 28Q (114289.460000 sec): 3 clusters
  Score: Raw -1064757.976357 + Penalty 3026.720843 = -1061731.255514
  nChanged 52
		SP:Iteration 29Q (114289.680000 sec): 3 clusters
  Score: Raw -1064779.342772 + Penalty 3026.720843 = -1061752.621930
  nChanged 44
		SP:Iteration 30Q (114289.920000 sec): 3 clusters
  Score: Raw -1064801.387722 + Penalty 3026.720843 = -1061774.666879
  nChanged 43
		SP:Iteration 31Q (114290.130000 sec): 3 clusters
  Score: Raw -1064819.560377 + Penalty 3026.720843 = -1061792.839534
  nChanged 28
		SP:Iteration 32Q (114290.360000 sec): 3 clusters
  Score: Raw -1064832.317941 + Penalty 3026.720843 = -1061805.597098
  nChanged 29
		SP:Iteration 33Q (114290.630000 sec): 3 clusters
  Score: Raw -1064848.070235 + Penalty 3026.720843 = -1061821.349392
  nChanged 25
		SP:Iteration 34Q (114290.860000 sec): 3 clusters
  Score: Raw -1064857.045878 + Penalty 3026.720843 = -1061830.325035
  nChanged 24
		SP:Iteration 35Q (114291.110000 sec): 3 clusters
  Score: Raw -1064865.142839 + Penalty 3026.720843 = -1061838.421996
  nChanged 22
		SP:Iteration 36Q (114291.330000 sec): 3 clusters
  Score: Raw -1064875.170730 + Penalty 3026.720843 = -1061848.449887
  nChanged 21
		SP:Iteration 37Q (114291.560000 sec): 3 clusters
  Score: Raw -1064885.472588 + Penalty 3026.720843 = -1061858.751745
  nChanged 26
		SP:Iteration 38Q (114291.790000 sec): 3 clusters
  Score: Raw -1064895.133478 + Penalty 3026.720843 = -1061868.412635
  nChanged 17
		SP:Iteration 39Q (114292.050000 sec): 3 clusters
  Score: Raw -1064900.798241 + Penalty 3026.720843 = -1061874.077398
  nChanged 14
		SP:Iteration 40F (114292.270000 sec): 3 clusters
  Score: Raw -1064905.300422 + Penalty 3026.720843 = -1061878.579579
  nChanged 10
		SP:Iteration 41Q (114292.520000 sec): 3 clusters
  Score: Raw -1064908.881370 + Penalty 3026.720843 = -1061882.160527
  nChanged 11
		SP:Iteration 42Q (114292.710000 sec): 3 clusters
  Score: Raw -1064914.052720 + Penalty 3026.720843 = -1061887.331877
  nChanged 15
		SP:Iteration 43Q (114292.930000 sec): 3 clusters
  Score: Raw -1064918.442030 + Penalty 3026.720843 = -1061891.721187
  nChanged 15
		SP:Iteration 44Q (114293.130000 sec): 3 clusters
  Score: Raw -1064926.015720 + Penalty 3026.720843 = -1061899.294877
  nChanged 19
		SP:Iteration 45Q (114293.350000 sec): 3 clusters
  Score: Raw -1064933.964561 + Penalty 3026.720843 = -1061907.243718
  nChanged 15
		SP:Iteration 46Q (114293.570000 sec): 3 clusters
  Score: Raw -1064941.782899 + Penalty 3026.720843 = -1061915.062056
  nChanged 12
		SP:Iteration 47Q (114293.810000 sec): 3 clusters
  Score: Raw -1064947.096194 + Penalty 3026.720843 = -1061920.375351
  nChanged 11
		SP:Iteration 48Q (114294.040000 sec): 3 clusters
  Score: Raw -1064951.829948 + Penalty 3026.720843 = -1061925.109105
  nChanged 10
		SP:Iteration 49Q (114294.250000 sec): 3 clusters
  Score: Raw -1064956.448926 + Penalty 3026.720843 = -1061929.728084
  nChanged 12
		SP:Iteration 50Q (114294.470000 sec): 3 clusters
  Score: Raw -1064961.473960 + Penalty 3026.720843 = -1061934.753117
  nChanged 13
		SP:Iteration 51Q (114294.690000 sec): 3 clusters
  Score: Raw -1064966.350315 + Penalty 3026.720843 = -1061939.629472
  nChanged 9
		SP:Iteration 52Q (114294.940000 sec): 3 clusters
  Score: Raw -1064969.221143 + Penalty 3026.720843 = -1061942.500301
  nChanged 7
		SP:Iteration 53Q (114295.120000 sec): 3 clusters
  Score: Raw -1064972.390837 + Penalty 3026.720843 = -1061945.669995
  nChanged 12
		SP:Iteration 54Q (114295.370000 sec): 3 clusters
  Score: Raw -1064977.151772 + Penalty 3026.720843 = -1061950.430929
  nChanged 8
		SP:Iteration 55Q (114295.630000 sec): 3 clusters
  Score: Raw -1064979.945941 + Penalty 3026.720843 = -1061953.225098
  nChanged 8
		SP:Iteration 56Q (114295.820000 sec): 3 clusters
  Score: Raw -1064982.253429 + Penalty 3026.720843 = -1061955.532586
  nChanged 7
		SP:Iteration 57Q (114296.030000 sec): 3 clusters
  Score: Raw -1064985.605432 + Penalty 3026.720843 = -1061958.884589
  nChanged 6
		SP:Iteration 58Q (114296.250000 sec): 3 clusters
  Score: Raw -1064989.444884 + Penalty 3026.720843 = -1061962.724041
  nChanged 9
		SP:Iteration 59Q (114296.490000 sec): 3 clusters
  Score: Raw -1064993.747766 + Penalty 3026.720843 = -1061967.026923
  nChanged 10
		SP:Iteration 60F (114296.700000 sec): 3 clusters
  Score: Raw -1064998.171652 + Penalty 3026.720843 = -1061971.450809
  nChanged 6
		SP:Iteration 61Q (114296.980000 sec): 3 clusters
  Score: Raw -1065001.028791 + Penalty 3026.720843 = -1061974.307949
  nChanged 5
		SP:Iteration 62Q (114297.270000 sec): 3 clusters
  Score: Raw -1065002.821746 + Penalty 3026.720843 = -1061976.100904
  nChanged 9
		SP:Iteration 63Q (114297.490000 sec): 3 clusters
  Score: Raw -1065006.634086 + Penalty 3026.720843 = -1061979.913244
  nChanged 8
		SP:Iteration 64Q (114297.770000 sec): 3 clusters
  Score: Raw -1065010.032856 + Penalty 3026.720843 = -1061983.312013
  nChanged 4
		SP:Iteration 65Q (114297.970000 sec): 3 clusters
  Score: Raw -1065012.824477 + Penalty 3026.720843 = -1061986.103635
  nChanged 5
		SP:Iteration 66Q (114298.310000 sec): 3 clusters
  Score: Raw -1065015.765258 + Penalty 3026.720843 = -1061989.044416
  nChanged 6
		SP:Iteration 67Q (114298.540000 sec): 3 clusters
  Score: Raw -1065018.503974 + Penalty 3026.720843 = -1061991.783131
  nChanged 7
		SP:Iteration 68Q (114298.770000 sec): 3 clusters
  Score: Raw -1065021.819283 + Penalty 3026.720843 = -1061995.098440
  nChanged 5
		SP:Iteration 69Q (114298.980000 sec): 3 clusters
  Score: Raw -1065023.018303 + Penalty 3026.720843 = -1061996.297460
  nChanged 2
		SP:Iteration 70Q (114299.220000 sec): 3 clusters
  Score: Raw -1065023.723139 + Penalty 3026.720843 = -1061997.002296
  nChanged 3
		SP:Iteration 71Q (114299.480000 sec): 3 clusters
  Score: Raw -1065025.268472 + Penalty 3026.720843 = -1061998.547629
  nChanged 1
		SP:Iteration 72Q (114299.700000 sec): 3 clusters
  Score: Raw -1065025.644528 + Penalty 3026.720843 = -1061998.923685
  nChanged 0
		SP:Iteration 73F (114299.960000 sec): 3 clusters
  Score: Raw -1065025.644528 + Penalty 3026.720843 = -1061998.923685
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114300.160000 sec): 2 clusters
  Score: Raw -2070806.825135 + Penalty 1609.762989 = -2069197.062146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114300.450000 sec): 3 clusters
  Score: Raw -2058694.843090 + Penalty 3219.525978 = -2055475.317112
  nChanged 9044
		SP:Iteration 1F (114300.720000 sec): 3 clusters
  Score: Raw -2064021.883790 + Penalty 3219.525978 = -2060802.357812
  nChanged 1350
		SP:Iteration 2F (114301.010000 sec): 3 clusters
  Score: Raw -2064856.435834 + Penalty 3219.525978 = -2061636.909856
  nChanged 1462
		SP:Iteration 3F (114301.290000 sec): 3 clusters
  Score: Raw -2065892.410264 + Penalty 3219.525978 = -2062672.884286
  nChanged 1403
		SP:Iteration 4F (114301.600000 sec): 3 clusters
  Score: Raw -2066949.425042 + Penalty 3219.525978 = -2063729.899064
  nChanged 1289
		SP:Iteration 5F (114301.920000 sec): 3 clusters
  Score: Raw -2067920.754184 + Penalty 3219.525978 = -2064701.228206
  nChanged 1180
		SP:Iteration 6F (114302.200000 sec): 3 clusters
  Score: Raw -2068806.988594 + Penalty 3219.525978 = -2065587.462616
  nChanged 1008
		SP:Iteration 7F (114302.510000 sec): 3 clusters
  Score: Raw -2069587.786151 + Penalty 3219.525978 = -2066368.260173
  nChanged 819
		SP:Iteration 8Q (114302.860000 sec): 3 clusters
  Score: Raw -2070100.241793 + Penalty 3219.525978 = -2066880.715815
  nChanged 591
		SP:Iteration 9Q (114303.140000 sec): 3 clusters
  Score: Raw -2070362.462961 + Penalty 3219.525978 = -2067142.936983
  nChanged 393
		SP:Iteration 10Q (114303.530000 sec): 3 clusters
  Score: Raw -2070508.541219 + Penalty 3219.525978 = -2067289.015241
  nChanged 319
		SP:Iteration 11Q (114303.770000 sec): 3 clusters
  Score: Raw -2070626.093105 + Penalty 3219.525978 = -2067406.567127
  nChanged 279
		SP:Iteration 12Q (114304.030000 sec): 3 clusters
  Score: Raw -2070740.785968 + Penalty 3219.525978 = -2067521.259990
  nChanged 252
		SP:Iteration 13Q (114304.300000 sec): 3 clusters
  Score: Raw -2070858.716205 + Penalty 3219.525978 = -2067639.190227
  nChanged 256
		SP:Iteration 14Q (114304.550000 sec): 3 clusters
  Score: Raw -2070983.480403 + Penalty 3219.525978 = -2067763.954425
  nChanged 286
		SP:Iteration 15Q (114304.810000 sec): 3 clusters
  Score: Raw -2071125.087356 + Penalty 3219.525978 = -2067905.561378
  nChanged 273
		SP:Iteration 16Q (114305.090000 sec): 3 clusters
  Score: Raw -2071256.494590 + Penalty 3219.525978 = -2068036.968612
  nChanged 295
		SP:Iteration 17Q (114305.400000 sec): 3 clusters
  Score: Raw -2071391.605226 + Penalty 3219.525978 = -2068172.079248
  nChanged 266
		SP:Iteration 18Q (114305.710000 sec): 3 clusters
  Score: Raw -2071501.329544 + Penalty 3219.525978 = -2068281.803566
  nChanged 226
		SP:Iteration 19Q (114306.000000 sec): 3 clusters
  Score: Raw -2071590.759014 + Penalty 3219.525978 = -2068371.233036
  nChanged 211
		SP:Iteration 20F (114306.300000 sec): 3 clusters
  Score: Raw -2071668.775283 + Penalty 3219.525978 = -2068449.249306
  nChanged 176
		SP:Iteration 21Q (114306.700000 sec): 3 clusters
  Score: Raw -2071727.743005 + Penalty 3219.525978 = -2068508.217027
  nChanged 160
		SP:Iteration 22Q (114307.030000 sec): 3 clusters
  Score: Raw -2071771.835020 + Penalty 3219.525978 = -2068552.309042
  nChanged 111
		SP:Iteration 23Q (114307.340000 sec): 3 clusters
  Score: Raw -2071796.510684 + Penalty 3219.525978 = -2068576.984706
  nChanged 90
		SP:Iteration 24Q (114307.620000 sec): 3 clusters
  Score: Raw -2071814.566620 + Penalty 3219.525978 = -2068595.040642
  nChanged 79
		SP:Iteration 25Q (114307.920000 sec): 3 clusters
  Score: Raw -2071828.074221 + Penalty 3219.525978 = -2068608.548243
  nChanged 61
		SP:Iteration 26Q (114308.230000 sec): 3 clusters
  Score: Raw -2071838.670503 + Penalty 3219.525978 = -2068619.144525
  nChanged 56
		SP:Iteration 27Q (114308.460000 sec): 3 clusters
  Score: Raw -2071847.520810 + Penalty 3219.525978 = -2068627.994832
  nChanged 59
		SP:Iteration 28Q (114308.800000 sec): 3 clusters
  Score: Raw -2071856.398170 + Penalty 3219.525978 = -2068636.872192
  nChanged 50
		SP:Iteration 29Q (114309.080000 sec): 3 clusters
  Score: Raw -2071862.698069 + Penalty 3219.525978 = -2068643.172091
  nChanged 43
		SP:Iteration 30Q (114309.360000 sec): 3 clusters
  Score: Raw -2071868.118244 + Penalty 3219.525978 = -2068648.592266
  nChanged 32
		SP:Iteration 31Q (114309.690000 sec): 3 clusters
  Score: Raw -2071872.243016 + Penalty 3219.525978 = -2068652.717038
  nChanged 30
		SP:Iteration 32Q (114309.980000 sec): 3 clusters
  Score: Raw -2071876.632839 + Penalty 3219.525978 = -2068657.106861
  nChanged 30
		SP:Iteration 33Q (114310.300000 sec): 3 clusters
  Score: Raw -2071880.248634 + Penalty 3219.525978 = -2068660.722656
  nChanged 36
		SP:Iteration 34Q (114310.600000 sec): 3 clusters
  Score: Raw -2071884.533454 + Penalty 3219.525978 = -2068665.007476
  nChanged 31
		SP:Iteration 35Q (114310.890000 sec): 3 clusters
  Score: Raw -2071888.279731 + Penalty 3219.525978 = -2068668.753753
  nChanged 23
		SP:Iteration 36Q (114311.210000 sec): 3 clusters
  Score: Raw -2071890.464070 + Penalty 3219.525978 = -2068670.938092
  nChanged 15
		SP:Iteration 37Q (114311.460000 sec): 3 clusters
  Score: Raw -2071891.460728 + Penalty 3219.525978 = -2068671.934750
  nChanged 14
		SP:Iteration 38Q (114311.720000 sec): 3 clusters
  Score: Raw -2071893.079088 + Penalty 3219.525978 = -2068673.553110
  nChanged 19
		SP:Iteration 39Q (114312.020000 sec): 3 clusters
  Score: Raw -2071895.314729 + Penalty 3219.525978 = -2068675.788751
  nChanged 19
		SP:Iteration 40F (114312.290000 sec): 3 clusters
  Score: Raw -2071896.936401 + Penalty 3219.525978 = -2068677.410423
  nChanged 14
		SP:Iteration 41Q (114312.530000 sec): 3 clusters
  Score: Raw -2071897.925523 + Penalty 3219.525978 = -2068678.399545
  nChanged 12
		SP:Iteration 42Q (114312.790000 sec): 3 clusters
  Score: Raw -2071898.757853 + Penalty 3219.525978 = -2068679.231875
  nChanged 8
		SP:Iteration 43Q (114313.080000 sec): 3 clusters
  Score: Raw -2071899.246025 + Penalty 3219.525978 = -2068679.720048
  nChanged 14
		SP:Iteration 44Q (114313.350000 sec): 3 clusters
  Score: Raw -2071900.615866 + Penalty 3219.525978 = -2068681.089888
  nChanged 14
		SP:Iteration 45Q (114313.600000 sec): 3 clusters
  Score: Raw -2071901.885386 + Penalty 3219.525978 = -2068682.359408
  nChanged 15
		SP:Iteration 46Q (114313.890000 sec): 3 clusters
  Score: Raw -2071903.115636 + Penalty 3219.525978 = -2068683.589658
  nChanged 19
		SP:Iteration 47Q (114314.130000 sec): 3 clusters
  Score: Raw -2071904.393906 + Penalty 3219.525978 = -2068684.867928
  nChanged 10
		SP:Iteration 48Q (114314.460000 sec): 3 clusters
  Score: Raw -2071905.141296 + Penalty 3219.525978 = -2068685.615318
  nChanged 8
		SP:Iteration 49Q (114314.750000 sec): 3 clusters
  Score: Raw -2071905.604479 + Penalty 3219.525978 = -2068686.078501
  nChanged 2
		SP:Iteration 50Q (114315.020000 sec): 3 clusters
  Score: Raw -2071905.744276 + Penalty 3219.525978 = -2068686.218298
  nChanged 4
		SP:Iteration 51Q (114315.280000 sec): 3 clusters
  Score: Raw -2071906.134474 + Penalty 3219.525978 = -2068686.608496
  nChanged 2
		SP:Iteration 52Q (114315.560000 sec): 3 clusters
  Score: Raw -2071906.342930 + Penalty 3219.525978 = -2068686.816952
  nChanged 3
		SP:Iteration 53Q (114315.820000 sec): 3 clusters
  Score: Raw -2071906.582272 + Penalty 3219.525978 = -2068687.056294
  nChanged 3
		SP:Iteration 54Q (114316.110000 sec): 3 clusters
  Score: Raw -2071906.798455 + Penalty 3219.525978 = -2068687.272477
  nChanged 3
		SP:Iteration 55Q (114316.390000 sec): 3 clusters
  Score: Raw -2071906.957212 + Penalty 3219.525978 = -2068687.431234
  nChanged 2
		SP:Iteration 56Q (114316.650000 sec): 3 clusters
  Score: Raw -2071907.042253 + Penalty 3219.525978 = -2068687.516275
  nChanged 1
		SP:Iteration 57Q (114316.920000 sec): 3 clusters
  Score: Raw -2071907.128208 + Penalty 3219.525978 = -2068687.602230
  nChanged 0
		SP:Iteration 58F (114317.210000 sec): 3 clusters
  Score: Raw -2071907.128208 + Penalty 3219.525978 = -2068687.602230
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114317.390000 sec): 2 clusters
  Score: Raw -450744.210675 + Penalty 1362.307895 = -449381.902780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114317.560000 sec): 3 clusters
  Score: Raw -448569.142124 + Penalty 2724.615790 = -445844.526333
  nChanged 1723
		SP:Iteration 1F (114317.760000 sec): 3 clusters
  Score: Raw -449557.817721 + Penalty 2724.615790 = -446833.201931
  nChanged 341
		SP:Iteration 2F (114317.920000 sec): 3 clusters
  Score: Raw -449763.123348 + Penalty 2724.615790 = -447038.507557
  nChanged 255
		SP:Iteration 3F (114318.130000 sec): 3 clusters
  Score: Raw -449940.314251 + Penalty 2724.615790 = -447215.698461
  nChanged 242
		SP:Iteration 4F (114318.370000 sec): 3 clusters
  Score: Raw -450106.476252 + Penalty 2724.615790 = -447381.860462
  nChanged 187
		SP:Iteration 5Q (114318.570000 sec): 3 clusters
  Score: Raw -450215.425743 + Penalty 2724.615790 = -447490.809952
  nChanged 158
		SP:Iteration 6Q (114318.780000 sec): 3 clusters
  Score: Raw -450295.695561 + Penalty 2724.615790 = -447571.079770
  nChanged 128
		SP:Iteration 7Q (114318.950000 sec): 3 clusters
  Score: Raw -450349.746210 + Penalty 2724.615790 = -447625.130419
  nChanged 98
		SP:Iteration 8Q (114319.160000 sec): 3 clusters
  Score: Raw -450389.649086 + Penalty 2724.615790 = -447665.033295
  nChanged 64
		SP:Iteration 9Q (114319.350000 sec): 3 clusters
  Score: Raw -450413.627197 + Penalty 2724.615790 = -447689.011407
  nChanged 66
		SP:Iteration 10Q (114319.570000 sec): 3 clusters
  Score: Raw -450439.023159 + Penalty 2724.615790 = -447714.407369
  nChanged 58
		SP:Iteration 11Q (114319.740000 sec): 3 clusters
  Score: Raw -450464.753459 + Penalty 2724.615790 = -447740.137669
  nChanged 61
		SP:Iteration 12Q (114319.950000 sec): 3 clusters
  Score: Raw -450483.487848 + Penalty 2724.615790 = -447758.872058
  nChanged 35
		SP:Iteration 13Q (114320.180000 sec): 3 clusters
  Score: Raw -450494.326000 + Penalty 2724.615790 = -447769.710209
  nChanged 36
		SP:Iteration 14Q (114320.470000 sec): 3 clusters
  Score: Raw -450505.301884 + Penalty 2724.615790 = -447780.686094
  nChanged 22
		SP:Iteration 15Q (114320.590000 sec): 3 clusters
  Score: Raw -450510.745516 + Penalty 2724.615790 = -447786.129726
  nChanged 18
		SP:Iteration 16Q (114320.780000 sec): 3 clusters
  Score: Raw -450518.718199 + Penalty 2724.615790 = -447794.102409
  nChanged 27
		SP:Iteration 17Q (114321.040000 sec): 3 clusters
  Score: Raw -450527.756954 + Penalty 2724.615790 = -447803.141163
  nChanged 27
		SP:Iteration 18Q (114321.260000 sec): 3 clusters
  Score: Raw -450535.819903 + Penalty 2724.615790 = -447811.204112
  nChanged 27
		SP:Iteration 19Q (114321.480000 sec): 3 clusters
  Score: Raw -450544.325365 + Penalty 2724.615790 = -447819.709575
  nChanged 24
		SP:Iteration 20F (114321.640000 sec): 3 clusters
  Score: Raw -450553.458504 + Penalty 2724.615790 = -447828.842714
  nChanged 28
		SP:Iteration 21Q (114321.880000 sec): 3 clusters
  Score: Raw -450564.791251 + Penalty 2724.615790 = -447840.175461
  nChanged 29
		SP:Iteration 22Q (114322.100000 sec): 3 clusters
  Score: Raw -450574.557551 + Penalty 2724.615790 = -447849.941761
  nChanged 23
		SP:Iteration 23Q (114322.360000 sec): 3 clusters
  Score: Raw -450582.831290 + Penalty 2724.615790 = -447858.215499
  nChanged 23
		SP:Iteration 24Q (114322.580000 sec): 3 clusters
  Score: Raw -450592.914118 + Penalty 2724.615790 = -447868.298328
  nChanged 18
		SP:Iteration 25Q (114322.740000 sec): 3 clusters
  Score: Raw -450601.665478 + Penalty 2724.615790 = -447877.049688
  nChanged 31
		SP:Iteration 26Q (114322.980000 sec): 3 clusters
  Score: Raw -450613.385386 + Penalty 2724.615790 = -447888.769596
  nChanged 17
		SP:Iteration 27Q (114323.180000 sec): 3 clusters
  Score: Raw -450620.277290 + Penalty 2724.615790 = -447895.661500
  nChanged 22
		SP:Iteration 28Q (114323.360000 sec): 3 clusters
  Score: Raw -450629.510703 + Penalty 2724.615790 = -447904.894913
  nChanged 25
		SP:Iteration 29Q (114323.610000 sec): 3 clusters
  Score: Raw -450637.851272 + Penalty 2724.615790 = -447913.235482
  nChanged 19
		SP:Iteration 30Q (114323.860000 sec): 3 clusters
  Score: Raw -450643.631900 + Penalty 2724.615790 = -447919.016110
  nChanged 19
		SP:Iteration 31Q (114324.080000 sec): 3 clusters
  Score: Raw -450651.752405 + Penalty 2724.615790 = -447927.136614
  nChanged 20
		SP:Iteration 32Q (114324.340000 sec): 3 clusters
  Score: Raw -450657.481498 + Penalty 2724.615790 = -447932.865708
  nChanged 15
		SP:Iteration 33Q (114324.540000 sec): 3 clusters
  Score: Raw -450664.410519 + Penalty 2724.615790 = -447939.794728
  nChanged 15
		SP:Iteration 34Q (114324.720000 sec): 3 clusters
  Score: Raw -450670.502073 + Penalty 2724.615790 = -447945.886283
  nChanged 13
		SP:Iteration 35Q (114324.910000 sec): 3 clusters
  Score: Raw -450675.422901 + Penalty 2724.615790 = -447950.807111
  nChanged 14
		SP:Iteration 36Q (114325.110000 sec): 3 clusters
  Score: Raw -450680.472144 + Penalty 2724.615790 = -447955.856354
  nChanged 19
		SP:Iteration 37Q (114325.270000 sec): 3 clusters
  Score: Raw -450688.390918 + Penalty 2724.615790 = -447963.775128
  nChanged 15
		SP:Iteration 38Q (114325.490000 sec): 3 clusters
  Score: Raw -450693.633347 + Penalty 2724.615790 = -447969.017557
  nChanged 13
		SP:Iteration 39Q (114325.760000 sec): 3 clusters
  Score: Raw -450696.978448 + Penalty 2724.615790 = -447972.362658
  nChanged 9
		SP:Iteration 40F (114325.920000 sec): 3 clusters
  Score: Raw -450698.893822 + Penalty 2724.615790 = -447974.278031
  nChanged 7
		SP:Iteration 41Q (114326.130000 sec): 3 clusters
  Score: Raw -450701.054062 + Penalty 2724.615790 = -447976.438271
  nChanged 9
		SP:Iteration 42Q (114326.310000 sec): 3 clusters
  Score: Raw -450702.968514 + Penalty 2724.615790 = -447978.352724
  nChanged 2
		SP:Iteration 43Q (114326.500000 sec): 3 clusters
  Score: Raw -450703.600608 + Penalty 2724.615790 = -447978.984818
  nChanged 4
		SP:Iteration 44Q (114326.700000 sec): 3 clusters
  Score: Raw -450704.494634 + Penalty 2724.615790 = -447979.878844
  nChanged 6
		SP:Iteration 45Q (114326.910000 sec): 3 clusters
  Score: Raw -450705.839970 + Penalty 2724.615790 = -447981.224179
  nChanged 5
		SP:Iteration 46Q (114327.100000 sec): 3 clusters
  Score: Raw -450706.732118 + Penalty 2724.615790 = -447982.116328
  nChanged 5
		SP:Iteration 47Q (114327.310000 sec): 3 clusters
  Score: Raw -450708.391425 + Penalty 2724.615790 = -447983.775635
  nChanged 8
		SP:Iteration 48Q (114327.570000 sec): 3 clusters
  Score: Raw -450709.835158 + Penalty 2724.615790 = -447985.219368
  nChanged 4
		SP:Iteration 49Q (114327.780000 sec): 3 clusters
  Score: Raw -450710.719970 + Penalty 2724.615790 = -447986.104180
  nChanged 6
		SP:Iteration 50Q (114327.930000 sec): 3 clusters
  Score: Raw -450712.392545 + Penalty 2724.615790 = -447987.776755
  nChanged 6
		SP:Iteration 51Q (114328.120000 sec): 3 clusters
  Score: Raw -450714.147340 + Penalty 2724.615790 = -447989.531550
  nChanged 11
		SP:Iteration 52Q (114328.310000 sec): 3 clusters
  Score: Raw -450716.793676 + Penalty 2724.615790 = -447992.177885
  nChanged 5
		SP:Iteration 53Q (114328.530000 sec): 3 clusters
  Score: Raw -450718.101702 + Penalty 2724.615790 = -447993.485912
  nChanged 3
		SP:Iteration 54Q (114328.700000 sec): 3 clusters
  Score: Raw -450718.742696 + Penalty 2724.615790 = -447994.126906
  nChanged 3
		SP:Iteration 55Q (114328.880000 sec): 3 clusters
  Score: Raw -450720.040803 + Penalty 2724.615790 = -447995.425013
  nChanged 6
		SP:Iteration 56Q (114329.040000 sec): 3 clusters
  Score: Raw -450722.077338 + Penalty 2724.615790 = -447997.461548
  nChanged 7
		SP:Iteration 57Q (114329.290000 sec): 3 clusters
  Score: Raw -450723.996230 + Penalty 2724.615790 = -447999.380440
  nChanged 3
		SP:Iteration 58Q (114329.440000 sec): 3 clusters
  Score: Raw -450724.929604 + Penalty 2724.615790 = -448000.313814
  nChanged 2
		SP:Iteration 59Q (114329.640000 sec): 3 clusters
  Score: Raw -450725.761301 + Penalty 2724.615790 = -448001.145511
  nChanged 2
		SP:Iteration 60F (114329.810000 sec): 3 clusters
  Score: Raw -450726.172654 + Penalty 2724.615790 = -448001.556864
  nChanged 4
		SP:Iteration 61Q (114330.000000 sec): 3 clusters
  Score: Raw -450726.822483 + Penalty 2724.615790 = -448002.206692
  nChanged 2
		SP:Iteration 62Q (114330.160000 sec): 3 clusters
  Score: Raw -450727.199877 + Penalty 2724.615790 = -448002.584086
  nChanged 3
		SP:Iteration 63Q (114330.340000 sec): 3 clusters
  Score: Raw -450727.815772 + Penalty 2724.615790 = -448003.199982
  nChanged 2
		SP:Iteration 64Q (114330.440000 sec): 3 clusters
  Score: Raw -450728.856427 + Penalty 2724.615790 = -448004.240637
  nChanged 1
		SP:Iteration 65Q (114330.580000 sec): 3 clusters
  Score: Raw -450728.980548 + Penalty 2724.615790 = -448004.364757
  nChanged 1
		SP:Iteration 66Q (114330.730000 sec): 3 clusters
  Score: Raw -450729.052511 + Penalty 2724.615790 = -448004.436721
  nChanged 1
		SP:Iteration 67Q (114330.880000 sec): 3 clusters
  Score: Raw -450729.247913 + Penalty 2724.615790 = -448004.632123
  nChanged 1
		SP:Iteration 68Q (114331.030000 sec): 3 clusters
  Score: Raw -450729.386178 + Penalty 2724.615790 = -448004.770388
  nChanged 0
		SP:Iteration 69F (114331.220000 sec): 3 clusters
  Score: Raw -450729.386178 + Penalty 2724.615790 = -448004.770388
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114331.310000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114331.480000 sec): 3 clusters
  Score: Raw -26531.915609 + Penalty 1841.588674 = -24690.326935
  nChanged 45
		SP:Iteration 1F (114331.690000 sec): 3 clusters
  Score: Raw -26641.541607 + Penalty 1841.588674 = -24799.952933
  nChanged 11
		SP:Iteration 2Q (114331.820000 sec): 3 clusters
  Score: Raw -26670.704447 + Penalty 1841.588674 = -24829.115773
  nChanged 3
		SP:Iteration 3Q (114332.010000 sec): 3 clusters
  Score: Raw -26677.716221 + Penalty 1841.588674 = -24836.127547
  nChanged 1
		SP:Iteration 4Q (114332.230000 sec): 3 clusters
  Score: Raw -26685.034259 + Penalty 1841.588674 = -24843.445586
  nChanged 3
		SP:Iteration 5Q (114332.410000 sec): 3 clusters
  Score: Raw -26687.357894 + Penalty 1841.588674 = -24845.769220
  nChanged 1
		SP:Iteration 6Q (114332.660000 sec): 3 clusters
  Score: Raw -26690.962594 + Penalty 1841.588674 = -24849.373920
  nChanged 1
		SP:Iteration 7Q (114332.850000 sec): 3 clusters
  Score: Raw -26692.097402 + Penalty 1841.588674 = -24850.508729
  nChanged 0
		SP:Iteration 8F (114333.010000 sec): 3 clusters
  Score: Raw -26692.097402 + Penalty 1841.588674 = -24850.508729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114333.120000 sec): 2 clusters
  Score: Raw -206379.706373 + Penalty 1236.360852 = -205143.345521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114333.310000 sec): 3 clusters
  Score: Raw -205516.660788 + Penalty 2472.721704 = -203043.939084
  nChanged 717
		SP:Iteration 1F (114333.510000 sec): 3 clusters
  Score: Raw -205974.867800 + Penalty 2472.721704 = -203502.146095
  nChanged 162
		SP:Iteration 2F (114333.680000 sec): 3 clusters
  Score: Raw -206098.639792 + Penalty 2472.721704 = -203625.918088
  nChanged 109
		SP:Iteration 3F (114333.840000 sec): 3 clusters
  Score: Raw -206179.709635 + Penalty 2472.721704 = -203706.987931
  nChanged 85
		SP:Iteration 4Q (114334.050000 sec): 3 clusters
  Score: Raw -206241.469499 + Penalty 2472.721704 = -203768.747795
  nChanged 70
		SP:Iteration 5Q (114334.240000 sec): 3 clusters
  Score: Raw -206299.751404 + Penalty 2472.721704 = -203827.029700
  nChanged 70
		SP:Iteration 6Q (114334.460000 sec): 3 clusters
  Score: Raw -206355.096263 + Penalty 2472.721704 = -203882.374559
  nChanged 50
		SP:Iteration 7Q (114334.670000 sec): 3 clusters
  Score: Raw -206393.520117 + Penalty 2472.721704 = -203920.798413
  nChanged 49
		SP:Iteration 8Q (114334.810000 sec): 3 clusters
  Score: Raw -206437.197316 + Penalty 2472.721704 = -203964.475611
  nChanged 59
		SP:Iteration 9Q (114335.040000 sec): 3 clusters
  Score: Raw -206491.203278 + Penalty 2472.721704 = -204018.481574
  nChanged 45
		SP:Iteration 10Q (114335.260000 sec): 3 clusters
  Score: Raw -206531.187635 + Penalty 2472.721704 = -204058.465931
  nChanged 37
		SP:Iteration 11Q (114335.440000 sec): 3 clusters
  Score: Raw -206563.242610 + Penalty 2472.721704 = -204090.520906
  nChanged 30
		SP:Iteration 12Q (114335.580000 sec): 3 clusters
  Score: Raw -206589.370582 + Penalty 2472.721704 = -204116.648878
  nChanged 33
		SP:Iteration 13Q (114335.760000 sec): 3 clusters
  Score: Raw -206615.709656 + Penalty 2472.721704 = -204142.987952
  nChanged 22
		SP:Iteration 14Q (114335.940000 sec): 3 clusters
  Score: Raw -206632.132135 + Penalty 2472.721704 = -204159.410431
  nChanged 20
		SP:Iteration 15Q (114336.190000 sec): 3 clusters
  Score: Raw -206648.568803 + Penalty 2472.721704 = -204175.847099
  nChanged 14
		SP:Iteration 16Q (114336.380000 sec): 3 clusters
  Score: Raw -206657.774198 + Penalty 2472.721704 = -204185.052494
  nChanged 14
		SP:Iteration 17Q (114336.550000 sec): 3 clusters
  Score: Raw -206666.505934 + Penalty 2472.721704 = -204193.784230
  nChanged 9
		SP:Iteration 18Q (114336.780000 sec): 3 clusters
  Score: Raw -206673.674717 + Penalty 2472.721704 = -204200.953013
  nChanged 15
		SP:Iteration 19Q (114337.010000 sec): 3 clusters
  Score: Raw -206686.072746 + Penalty 2472.721704 = -204213.351042
  nChanged 12
		SP:Iteration 20F (114337.210000 sec): 3 clusters
  Score: Raw -206693.245476 + Penalty 2472.721704 = -204220.523772
  nChanged 7
		SP:Iteration 21Q (114337.380000 sec): 3 clusters
  Score: Raw -206697.267586 + Penalty 2472.721704 = -204224.545882
  nChanged 6
		SP:Iteration 22Q (114337.610000 sec): 3 clusters
  Score: Raw -206701.514899 + Penalty 2472.721704 = -204228.793195
  nChanged 7
		SP:Iteration 23Q (114337.770000 sec): 3 clusters
  Score: Raw -206704.498156 + Penalty 2472.721704 = -204231.776452
  nChanged 4
		SP:Iteration 24Q (114337.950000 sec): 3 clusters
  Score: Raw -206706.955009 + Penalty 2472.721704 = -204234.233305
  nChanged 5
		SP:Iteration 25Q (114338.140000 sec): 3 clusters
  Score: Raw -206709.723953 + Penalty 2472.721704 = -204237.002249
  nChanged 5
		SP:Iteration 26Q (114338.320000 sec): 3 clusters
  Score: Raw -206711.489067 + Penalty 2472.721704 = -204238.767363
  nChanged 1
		SP:Iteration 27Q (114338.520000 sec): 3 clusters
  Score: Raw -206711.843986 + Penalty 2472.721704 = -204239.122281
  nChanged 0
		SP:Iteration 28F (114338.740000 sec): 3 clusters
  Score: Raw -206711.843986 + Penalty 2472.721704 = -204239.122281
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114338.880000 sec): 2 clusters
  Score: Raw -434767.533168 + Penalty 1355.401649 = -433412.131519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114339.060000 sec): 3 clusters
  Score: Raw -432646.301943 + Penalty 2710.803298 = -429935.498645
  nChanged 1666
		SP:Iteration 1F (114339.250000 sec): 3 clusters
  Score: Raw -433616.966722 + Penalty 2710.803298 = -430906.163423
  nChanged 313
		SP:Iteration 2F (114339.440000 sec): 3 clusters
  Score: Raw -433809.883941 + Penalty 2710.803298 = -431099.080642
  nChanged 234
		SP:Iteration 3F (114339.640000 sec): 3 clusters
  Score: Raw -433941.220735 + Penalty 2710.803298 = -431230.417437
  nChanged 203
		SP:Iteration 4Q (114339.800000 sec): 3 clusters
  Score: Raw -434056.167174 + Penalty 2710.803298 = -431345.363875
  nChanged 177
		SP:Iteration 5Q (114339.980000 sec): 3 clusters
  Score: Raw -434157.201327 + Penalty 2710.803298 = -431446.398028
  nChanged 155
		SP:Iteration 6Q (114340.160000 sec): 3 clusters
  Score: Raw -434253.116154 + Penalty 2710.803298 = -431542.312855
  nChanged 157
		SP:Iteration 7Q (114340.330000 sec): 3 clusters
  Score: Raw -434337.607954 + Penalty 2710.803298 = -431626.804656
  nChanged 144
		SP:Iteration 8Q (114340.540000 sec): 3 clusters
  Score: Raw -434433.366918 + Penalty 2710.803298 = -431722.563619
  nChanged 157
		SP:Iteration 9Q (114340.740000 sec): 3 clusters
  Score: Raw -434554.971099 + Penalty 2710.803298 = -431844.167800
  nChanged 164
		SP:Iteration 10Q (114340.940000 sec): 3 clusters
  Score: Raw -434680.251049 + Penalty 2710.803298 = -431969.447750
  nChanged 140
		SP:Iteration 11Q (114341.170000 sec): 3 clusters
  Score: Raw -434776.000925 + Penalty 2710.803298 = -432065.197627
  nChanged 117
		SP:Iteration 12Q (114341.400000 sec): 3 clusters
  Score: Raw -434853.532883 + Penalty 2710.803298 = -432142.729585
  nChanged 105
		SP:Iteration 13Q (114341.640000 sec): 3 clusters
  Score: Raw -434932.472232 + Penalty 2710.803298 = -432221.668933
  nChanged 104
		SP:Iteration 14Q (114341.850000 sec): 3 clusters
  Score: Raw -435018.137946 + Penalty 2710.803298 = -432307.334648
  nChanged 93
		SP:Iteration 15Q (114342.090000 sec): 3 clusters
  Score: Raw -435097.099219 + Penalty 2710.803298 = -432386.295921
  nChanged 86
		SP:Iteration 16Q (114342.320000 sec): 3 clusters
  Score: Raw -435164.767710 + Penalty 2710.803298 = -432453.964411
  nChanged 61
		SP:Iteration 17Q (114342.480000 sec): 3 clusters
  Score: Raw -435206.497927 + Penalty 2710.803298 = -432495.694628
  nChanged 43
		SP:Iteration 18Q (114342.670000 sec): 3 clusters
  Score: Raw -435237.295308 + Penalty 2710.803298 = -432526.492010
  nChanged 35
		SP:Iteration 19Q (114342.860000 sec): 3 clusters
  Score: Raw -435264.500001 + Penalty 2710.803298 = -432553.696702
  nChanged 29
		SP:Iteration 20F (114343.060000 sec): 3 clusters
  Score: Raw -435279.661472 + Penalty 2710.803298 = -432568.858173
  nChanged 21
		SP:Iteration 21Q (114343.240000 sec): 3 clusters
  Score: Raw -435289.615032 + Penalty 2710.803298 = -432578.811734
  nChanged 14
		SP:Iteration 22Q (114343.440000 sec): 3 clusters
  Score: Raw -435295.436926 + Penalty 2710.803298 = -432584.633628
  nChanged 13
		SP:Iteration 23Q (114343.640000 sec): 3 clusters
  Score: Raw -435300.434417 + Penalty 2710.803298 = -432589.631118
  nChanged 5
		SP:Iteration 24Q (114343.850000 sec): 3 clusters
  Score: Raw -435303.023814 + Penalty 2710.803298 = -432592.220516
  nChanged 4
		SP:Iteration 25Q (114344.010000 sec): 3 clusters
  Score: Raw -435304.511260 + Penalty 2710.803298 = -432593.707961
  nChanged 6
		SP:Iteration 26Q (114344.240000 sec): 3 clusters
  Score: Raw -435306.367555 + Penalty 2710.803298 = -432595.564257
  nChanged 4
		SP:Iteration 27Q (114344.470000 sec): 3 clusters
  Score: Raw -435307.514101 + Penalty 2710.803298 = -432596.710803
  nChanged 4
		SP:Iteration 28Q (114344.680000 sec): 3 clusters
  Score: Raw -435308.261406 + Penalty 2710.803298 = -432597.458107
  nChanged 1
		SP:Iteration 29Q (114344.870000 sec): 3 clusters
  Score: Raw -435308.429723 + Penalty 2710.803298 = -432597.626424
  nChanged 1
		SP:Iteration 30Q (114345.080000 sec): 3 clusters
  Score: Raw -435308.521963 + Penalty 2710.803298 = -432597.718664
  nChanged 0
		SP:Iteration 31F (114345.320000 sec): 3 clusters
  Score: Raw -435308.521963 + Penalty 2710.803298 = -432597.718664
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114345.470000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114345.640000 sec): 3 clusters
  Score: Raw -29591.636701 + Penalty 1859.101327 = -27732.535374
  nChanged 53
		SP:Iteration 1F (114345.820000 sec): 3 clusters
  Score: Raw -29687.497667 + Penalty 1859.101327 = -27828.396340
  nChanged 24
		SP:Iteration 2F (114346.020000 sec): 3 clusters
  Score: Raw -29745.735059 + Penalty 1859.101327 = -27886.633732
  nChanged 10
		SP:Iteration 3Q (114346.180000 sec): 3 clusters
  Score: Raw -29772.811361 + Penalty 1859.101327 = -27913.710033
  nChanged 9
		SP:Iteration 4Q (114346.380000 sec): 3 clusters
  Score: Raw -29792.089642 + Penalty 1859.101327 = -27932.988315
  nChanged 6
		SP:Iteration 5Q (114346.580000 sec): 3 clusters
  Score: Raw -29813.691688 + Penalty 1859.101327 = -27954.590360
  nChanged 4
		SP:Iteration 6Q (114346.810000 sec): 3 clusters
  Score: Raw -29827.019595 + Penalty 1859.101327 = -27967.918267
  nChanged 2
		SP:Iteration 7Q (114346.970000 sec): 3 clusters
  Score: Raw -29838.398165 + Penalty 1859.101327 = -27979.296837
  nChanged 2
		SP:Iteration 8Q (114347.170000 sec): 3 clusters
  Score: Raw -29849.822665 + Penalty 1859.101327 = -27990.721337
  nChanged 6
		SP:Iteration 9Q (114347.360000 sec): 3 clusters
  Score: Raw -29885.331161 + Penalty 1859.101327 = -28026.229834
  nChanged 7
		SP:Iteration 10Q (114347.560000 sec): 3 clusters
  Score: Raw -29909.746797 + Penalty 1859.101327 = -28050.645470
  nChanged 7
		SP:Iteration 11Q (114347.700000 sec): 3 clusters
  Score: Raw -29943.535889 + Penalty 1859.101327 = -28084.434562
  nChanged 1
		SP:Iteration 12Q (114347.890000 sec): 3 clusters
  Score: Raw -29946.839000 + Penalty 1859.101327 = -28087.737673
  nChanged 0
		SP:Iteration 13F (114348.130000 sec): 3 clusters
  Score: Raw -29946.839000 + Penalty 1859.101327 = -28087.737673
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114348.410000 sec): 2 clusters
  Score: Raw -2852091.281974 + Penalty 1663.103084 = -2850428.178890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114348.740000 sec): 3 clusters
  Score: Raw -2835011.125399 + Penalty 3326.206169 = -2831684.919230
  nChanged 12696
		SP:Iteration 1F (114349.040000 sec): 3 clusters
  Score: Raw -2842277.558634 + Penalty 3326.206169 = -2838951.352465
  nChanged 1432
		SP:Iteration 2F (114349.390000 sec): 3 clusters
  Score: Raw -2842900.336255 + Penalty 3326.206169 = -2839574.130086
  nChanged 1635
		SP:Iteration 3F (114349.670000 sec): 3 clusters
  Score: Raw -2843760.195798 + Penalty 3326.206169 = -2840433.989629
  nChanged 1866
		SP:Iteration 4F (114350.010000 sec): 3 clusters
  Score: Raw -2844939.038388 + Penalty 3326.206169 = -2841612.832219
  nChanged 2034
		SP:Iteration 5F (114350.330000 sec): 3 clusters
  Score: Raw -2846501.064607 + Penalty 3326.206169 = -2843174.858438
  nChanged 2118
		SP:Iteration 6F (114350.620000 sec): 3 clusters
  Score: Raw -2848409.250787 + Penalty 3326.206169 = -2845083.044618
  nChanged 1813
		SP:Iteration 7F (114350.910000 sec): 3 clusters
  Score: Raw -2850165.044783 + Penalty 3326.206169 = -2846838.838615
  nChanged 1191
		SP:Iteration 8Q (114351.240000 sec): 3 clusters
  Score: Raw -2851339.894892 + Penalty 3326.206169 = -2848013.688723
  nChanged 549
		SP:Iteration 9Q (114351.530000 sec): 3 clusters
  Score: Raw -2851882.149408 + Penalty 3326.206169 = -2848555.943239
  nChanged 207
		SP:Iteration 10Q (114351.830000 sec): 3 clusters
  Score: Raw -2852091.890456 + Penalty 3326.206169 = -2848765.684287
  nChanged 81
		SP:Iteration 11Q (114352.160000 sec): 3 clusters
  Score: Raw -2852193.328821 + Penalty 3326.206169 = -2848867.122652
  nChanged 33
		SP:Iteration 12Q (114352.440000 sec): 3 clusters
  Score: Raw -2852246.594711 + Penalty 3326.206169 = -2848920.388542
  nChanged 31
		SP:Iteration 13Q (114352.750000 sec): 3 clusters
  Score: Raw -2852286.958473 + Penalty 3326.206169 = -2848960.752304
  nChanged 16
		SP:Iteration 14Q (114353.040000 sec): 3 clusters
  Score: Raw -2852306.797255 + Penalty 3326.206169 = -2848980.591086
  nChanged 8
		SP:Iteration 15Q (114353.350000 sec): 3 clusters
  Score: Raw -2852318.925447 + Penalty 3326.206169 = -2848992.719278
  nChanged 5
		SP:Iteration 16Q (114353.630000 sec): 3 clusters
  Score: Raw -2852326.083212 + Penalty 3326.206169 = -2848999.877043
  nChanged 2
		SP:Iteration 17Q (114353.950000 sec): 3 clusters
  Score: Raw -2852328.186431 + Penalty 3326.206169 = -2849001.980262
  nChanged 1
		SP:Iteration 18Q (114354.290000 sec): 3 clusters
  Score: Raw -2852330.622262 + Penalty 3326.206169 = -2849004.416093
  nChanged 2
		SP:Iteration 19Q (114354.570000 sec): 3 clusters
  Score: Raw -2852332.610394 + Penalty 3326.206169 = -2849006.404225
  nChanged 1
		SP:Iteration 20F (114354.910000 sec): 3 clusters
  Score: Raw -2852334.768093 + Penalty 3326.206169 = -2849008.561924
  nChanged 1
		SP:Iteration 21Q (114355.200000 sec): 3 clusters
  Score: Raw -2852335.499760 + Penalty 3326.206169 = -2849009.293591
  nChanged 0
		SP:Iteration 22F (114355.500000 sec): 3 clusters
  Score: Raw -2852335.499760 + Penalty 3326.206169 = -2849009.293591
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114355.610000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114355.790000 sec): 3 clusters
  Score: Raw -147665.568986 + Penalty 2342.554458 = -145323.014528
  nChanged 441
		SP:Iteration 1F (114355.990000 sec): 3 clusters
  Score: Raw -148002.451870 + Penalty 2342.554458 = -145659.897412
  nChanged 96
		SP:Iteration 2F (114356.170000 sec): 3 clusters
  Score: Raw -148073.182454 + Penalty 2342.554458 = -145730.627996
  nChanged 43
		SP:Iteration 3Q (114356.400000 sec): 3 clusters
  Score: Raw -148102.334734 + Penalty 2342.554458 = -145759.780276
  nChanged 25
		SP:Iteration 4Q (114356.560000 sec): 3 clusters
  Score: Raw -148124.229536 + Penalty 2342.554458 = -145781.675078
  nChanged 24
		SP:Iteration 5Q (114356.790000 sec): 3 clusters
  Score: Raw -148136.430139 + Penalty 2342.554458 = -145793.875681
  nChanged 11
		SP:Iteration 6Q (114356.990000 sec): 3 clusters
  Score: Raw -148144.671254 + Penalty 2342.554458 = -145802.116796
  nChanged 14
		SP:Iteration 7Q (114357.150000 sec): 3 clusters
  Score: Raw -148155.716321 + Penalty 2342.554458 = -145813.161863
  nChanged 16
		SP:Iteration 8Q (114357.350000 sec): 3 clusters
  Score: Raw -148165.101299 + Penalty 2342.554458 = -145822.546841
  nChanged 13
		SP:Iteration 9Q (114357.510000 sec): 3 clusters
  Score: Raw -148173.240007 + Penalty 2342.554458 = -145830.685548
  nChanged 15
		SP:Iteration 10Q (114357.700000 sec): 3 clusters
  Score: Raw -148183.337709 + Penalty 2342.554458 = -145840.783251
  nChanged 10
		SP:Iteration 11Q (114357.880000 sec): 3 clusters
  Score: Raw -148189.997441 + Penalty 2342.554458 = -145847.442983
  nChanged 13
		SP:Iteration 12Q (114358.070000 sec): 3 clusters
  Score: Raw -148198.312369 + Penalty 2342.554458 = -145855.757910
  nChanged 10
		SP:Iteration 13Q (114358.210000 sec): 3 clusters
  Score: Raw -148205.028757 + Penalty 2342.554458 = -145862.474299
  nChanged 15
		SP:Iteration 14Q (114358.380000 sec): 3 clusters
  Score: Raw -148215.421127 + Penalty 2342.554458 = -145872.866668
  nChanged 18
		SP:Iteration 15Q (114358.590000 sec): 3 clusters
  Score: Raw -148224.367861 + Penalty 2342.554458 = -145881.813403
  nChanged 12
		SP:Iteration 16Q (114358.740000 sec): 3 clusters
  Score: Raw -148230.539848 + Penalty 2342.554458 = -145887.985389
  nChanged 17
		SP:Iteration 17Q (114358.950000 sec): 3 clusters
  Score: Raw -148239.309632 + Penalty 2342.554458 = -145896.755174
  nChanged 18
		SP:Iteration 18Q (114359.110000 sec): 3 clusters
  Score: Raw -148251.649661 + Penalty 2342.554458 = -145909.095203
  nChanged 15
		SP:Iteration 19Q (114359.260000 sec): 3 clusters
  Score: Raw -148263.026739 + Penalty 2342.554458 = -145920.472280
  nChanged 19
		SP:Iteration 20F (114359.440000 sec): 3 clusters
  Score: Raw -148274.504648 + Penalty 2342.554458 = -145931.950190
  nChanged 20
		SP:Iteration 21Q (114359.610000 sec): 3 clusters
  Score: Raw -148288.794985 + Penalty 2342.554458 = -145946.240527
  nChanged 23
		SP:Iteration 22Q (114359.780000 sec): 3 clusters
  Score: Raw -148303.840782 + Penalty 2342.554458 = -145961.286324
  nChanged 25
		SP:Iteration 23Q (114359.960000 sec): 3 clusters
  Score: Raw -148325.573776 + Penalty 2342.554458 = -145983.019318
  nChanged 27
		SP:Iteration 24Q (114360.150000 sec): 3 clusters
  Score: Raw -148346.314008 + Penalty 2342.554458 = -146003.759550
  nChanged 23
		SP:Iteration 25Q (114360.310000 sec): 3 clusters
  Score: Raw -148362.094258 + Penalty 2342.554458 = -146019.539800
  nChanged 11
		SP:Iteration 26Q (114360.470000 sec): 3 clusters
  Score: Raw -148371.454463 + Penalty 2342.554458 = -146028.900005
  nChanged 14
		SP:Iteration 27Q (114360.640000 sec): 3 clusters
  Score: Raw -148381.366997 + Penalty 2342.554458 = -146038.812539
  nChanged 10
		SP:Iteration 28Q (114360.840000 sec): 3 clusters
  Score: Raw -148390.598295 + Penalty 2342.554458 = -146048.043837
  nChanged 10
		SP:Iteration 29Q (114360.990000 sec): 3 clusters
  Score: Raw -148397.391993 + Penalty 2342.554458 = -146054.837535
  nChanged 15
		SP:Iteration 30Q (114361.170000 sec): 3 clusters
  Score: Raw -148411.219849 + Penalty 2342.554458 = -146068.665391
  nChanged 11
		SP:Iteration 31Q (114361.300000 sec): 3 clusters
  Score: Raw -148421.025509 + Penalty 2342.554458 = -146078.471051
  nChanged 12
		SP:Iteration 32Q (114361.500000 sec): 3 clusters
  Score: Raw -148430.372151 + Penalty 2342.554458 = -146087.817693
  nChanged 9
		SP:Iteration 33Q (114361.680000 sec): 3 clusters
  Score: Raw -148436.525521 + Penalty 2342.554458 = -146093.971063
  nChanged 6
		SP:Iteration 34Q (114361.870000 sec): 3 clusters
  Score: Raw -148441.446207 + Penalty 2342.554458 = -146098.891749
  nChanged 10
		SP:Iteration 35Q (114362.030000 sec): 3 clusters
  Score: Raw -148451.867331 + Penalty 2342.554458 = -146109.312873
  nChanged 11
		SP:Iteration 36Q (114362.240000 sec): 3 clusters
  Score: Raw -148471.821456 + Penalty 2342.554458 = -146129.266998
  nChanged 10
		SP:Iteration 37Q (114362.420000 sec): 3 clusters
  Score: Raw -148489.950127 + Penalty 2342.554458 = -146147.395668
  nChanged 10
		SP:Iteration 38Q (114362.620000 sec): 3 clusters
  Score: Raw -148513.408828 + Penalty 2342.554458 = -146170.854370
  nChanged 18
		SP:Iteration 39Q (114362.880000 sec): 3 clusters
  Score: Raw -148534.905576 + Penalty 2342.554458 = -146192.351118
  nChanged 13
		SP:Iteration 40F (114363.040000 sec): 3 clusters
  Score: Raw -148557.439892 + Penalty 2342.554458 = -146214.885434
  nChanged 11
		SP:Iteration 41Q (114363.280000 sec): 3 clusters
  Score: Raw -148571.576566 + Penalty 2342.554458 = -146229.022108
  nChanged 12
		SP:Iteration 42Q (114363.480000 sec): 3 clusters
  Score: Raw -148589.185997 + Penalty 2342.554458 = -146246.631539
  nChanged 10
		SP:Iteration 43Q (114363.680000 sec): 3 clusters
  Score: Raw -148603.327099 + Penalty 2342.554458 = -146260.772641
  nChanged 10
		SP:Iteration 44Q (114363.820000 sec): 3 clusters
  Score: Raw -148624.599173 + Penalty 2342.554458 = -146282.044714
  nChanged 14
		SP:Iteration 45Q (114364.040000 sec): 3 clusters
  Score: Raw -148644.621039 + Penalty 2342.554458 = -146302.066581
  nChanged 5
		SP:Iteration 46Q (114364.250000 sec): 3 clusters
  Score: Raw -148652.283165 + Penalty 2342.554458 = -146309.728707
  nChanged 5
		SP:Iteration 47Q (114364.440000 sec): 3 clusters
  Score: Raw -148656.290147 + Penalty 2342.554458 = -146313.735689
  nChanged 2
		SP:Iteration 48Q (114364.630000 sec): 3 clusters
  Score: Raw -148658.147175 + Penalty 2342.554458 = -146315.592716
  nChanged 2
		SP:Iteration 49Q (114364.840000 sec): 3 clusters
  Score: Raw -148661.974444 + Penalty 2342.554458 = -146319.419986
  nChanged 1
		SP:Iteration 50Q (114364.990000 sec): 3 clusters
  Score: Raw -148662.417189 + Penalty 2342.554458 = -146319.862731
  nChanged 1
		SP:Iteration 51Q (114365.200000 sec): 3 clusters
  Score: Raw -148662.818862 + Penalty 2342.554458 = -146320.264404
  nChanged 0
		SP:Iteration 52F (114365.380000 sec): 3 clusters
  Score: Raw -148662.818862 + Penalty 2342.554458 = -146320.264404
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114365.480000 sec): 2 clusters
  Score: Raw -394707.934819 + Penalty 1347.864296 = -393360.070523
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114365.680000 sec): 3 clusters
  Score: Raw -392676.238655 + Penalty 2695.728592 = -389980.510063
  nChanged 1612
		SP:Iteration 1F (114365.940000 sec): 3 clusters
  Score: Raw -393709.245174 + Penalty 2695.728592 = -391013.516581
  nChanged 363
		SP:Iteration 2F (114366.120000 sec): 3 clusters
  Score: Raw -394006.147693 + Penalty 2695.728592 = -391310.419100
  nChanged 301
		SP:Iteration 3F (114366.300000 sec): 3 clusters
  Score: Raw -394264.396397 + Penalty 2695.728592 = -391568.667805
  nChanged 228
		SP:Iteration 4F (114366.440000 sec): 3 clusters
  Score: Raw -394473.259635 + Penalty 2695.728592 = -391777.531042
  nChanged 202
		SP:Iteration 5F (114366.640000 sec): 3 clusters
  Score: Raw -394651.879885 + Penalty 2695.728592 = -391956.151292
  nChanged 183
		SP:Iteration 6Q (114366.860000 sec): 3 clusters
  Score: Raw -394826.276410 + Penalty 2695.728592 = -392130.547818
  nChanged 196
		SP:Iteration 7Q (114367.020000 sec): 3 clusters
  Score: Raw -394987.868428 + Penalty 2695.728592 = -392292.139835
  nChanged 156
		SP:Iteration 8Q (114367.240000 sec): 3 clusters
  Score: Raw -395121.713799 + Penalty 2695.728592 = -392425.985207
  nChanged 127
		SP:Iteration 9Q (114367.440000 sec): 3 clusters
  Score: Raw -395223.161943 + Penalty 2695.728592 = -392527.433350
  nChanged 102
		SP:Iteration 10Q (114367.620000 sec): 3 clusters
  Score: Raw -395293.258620 + Penalty 2695.728592 = -392597.530028
  nChanged 80
		SP:Iteration 11Q (114367.800000 sec): 3 clusters
  Score: Raw -395343.949472 + Penalty 2695.728592 = -392648.220879
  nChanged 74
		SP:Iteration 12Q (114368.010000 sec): 3 clusters
  Score: Raw -395390.406224 + Penalty 2695.728592 = -392694.677632
  nChanged 50
		SP:Iteration 13Q (114368.200000 sec): 3 clusters
  Score: Raw -395417.583991 + Penalty 2695.728592 = -392721.855399
  nChanged 39
		SP:Iteration 14Q (114368.400000 sec): 3 clusters
  Score: Raw -395440.049360 + Penalty 2695.728592 = -392744.320768
  nChanged 44
		SP:Iteration 15Q (114368.580000 sec): 3 clusters
  Score: Raw -395459.018982 + Penalty 2695.728592 = -392763.290389
  nChanged 39
		SP:Iteration 16Q (114368.790000 sec): 3 clusters
  Score: Raw -395479.307584 + Penalty 2695.728592 = -392783.578991
  nChanged 31
		SP:Iteration 17Q (114368.980000 sec): 3 clusters
  Score: Raw -395493.816084 + Penalty 2695.728592 = -392798.087492
  nChanged 33
		SP:Iteration 18Q (114369.130000 sec): 3 clusters
  Score: Raw -395508.358918 + Penalty 2695.728592 = -392812.630326
  nChanged 27
		SP:Iteration 19Q (114369.350000 sec): 3 clusters
  Score: Raw -395519.329145 + Penalty 2695.728592 = -392823.600553
  nChanged 25
		SP:Iteration 20F (114369.540000 sec): 3 clusters
  Score: Raw -395531.092242 + Penalty 2695.728592 = -392835.363650
  nChanged 24
		SP:Iteration 21Q (114369.760000 sec): 3 clusters
  Score: Raw -395541.358550 + Penalty 2695.728592 = -392845.629958
  nChanged 22
		SP:Iteration 22Q (114369.980000 sec): 3 clusters
  Score: Raw -395550.537419 + Penalty 2695.728592 = -392854.808827
  nChanged 21
		SP:Iteration 23Q (114370.150000 sec): 3 clusters
  Score: Raw -395558.681635 + Penalty 2695.728592 = -392862.953043
  nChanged 17
		SP:Iteration 24Q (114370.310000 sec): 3 clusters
  Score: Raw -395563.694226 + Penalty 2695.728592 = -392867.965633
  nChanged 12
		SP:Iteration 25Q (114370.560000 sec): 3 clusters
  Score: Raw -395567.649899 + Penalty 2695.728592 = -392871.921307
  nChanged 8
		SP:Iteration 26Q (114370.780000 sec): 3 clusters
  Score: Raw -395570.674831 + Penalty 2695.728592 = -392874.946239
  nChanged 12
		SP:Iteration 27Q (114370.990000 sec): 3 clusters
  Score: Raw -395574.171633 + Penalty 2695.728592 = -392878.443040
  nChanged 10
		SP:Iteration 28Q (114371.220000 sec): 3 clusters
  Score: Raw -395577.263641 + Penalty 2695.728592 = -392881.535049
  nChanged 19
		SP:Iteration 29Q (114371.430000 sec): 3 clusters
  Score: Raw -395583.825470 + Penalty 2695.728592 = -392888.096877
  nChanged 18
		SP:Iteration 30Q (114371.630000 sec): 3 clusters
  Score: Raw -395589.878269 + Penalty 2695.728592 = -392894.149676
  nChanged 16
		SP:Iteration 31Q (114371.850000 sec): 3 clusters
  Score: Raw -395594.182223 + Penalty 2695.728592 = -392898.453631
  nChanged 9
		SP:Iteration 32Q (114372.050000 sec): 3 clusters
  Score: Raw -395597.175456 + Penalty 2695.728592 = -392901.446863
  nChanged 13
		SP:Iteration 33Q (114372.240000 sec): 3 clusters
  Score: Raw -395601.122025 + Penalty 2695.728592 = -392905.393433
  nChanged 9
		SP:Iteration 34Q (114372.430000 sec): 3 clusters
  Score: Raw -395603.568797 + Penalty 2695.728592 = -392907.840205
  nChanged 4
		SP:Iteration 35Q (114372.640000 sec): 3 clusters
  Score: Raw -395604.770505 + Penalty 2695.728592 = -392909.041912
  nChanged 1
		SP:Iteration 36Q (114372.840000 sec): 3 clusters
  Score: Raw -395604.969163 + Penalty 2695.728592 = -392909.240571
  nChanged 1
		SP:Iteration 37Q (114373.090000 sec): 3 clusters
  Score: Raw -395605.234364 + Penalty 2695.728592 = -392909.505772
  nChanged 1
		SP:Iteration 38Q (114373.250000 sec): 3 clusters
  Score: Raw -395605.345945 + Penalty 2695.728592 = -392909.617352
  nChanged 0
		SP:Iteration 39F (114373.470000 sec): 3 clusters
  Score: Raw -395605.345945 + Penalty 2695.728592 = -392909.617352
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114373.630000 sec): 2 clusters
  Score: Raw -782702.289425 + Penalty 1447.090610 = -781255.198815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114373.880000 sec): 3 clusters
  Score: Raw -778608.247266 + Penalty 2894.181220 = -775714.066046
  nChanged 3127
		SP:Iteration 1F (114374.070000 sec): 3 clusters
  Score: Raw -780403.132156 + Penalty 2894.181220 = -777508.950936
  nChanged 540
		SP:Iteration 2F (114374.250000 sec): 3 clusters
  Score: Raw -780739.396335 + Penalty 2894.181220 = -777845.215115
  nChanged 523
		SP:Iteration 3F (114374.470000 sec): 3 clusters
  Score: Raw -781085.974987 + Penalty 2894.181220 = -778191.793767
  nChanged 482
		SP:Iteration 4F (114374.690000 sec): 3 clusters
  Score: Raw -781450.646105 + Penalty 2894.181220 = -778556.464885
  nChanged 482
		SP:Iteration 5F (114374.890000 sec): 3 clusters
  Score: Raw -781821.907867 + Penalty 2894.181220 = -778927.726646
  nChanged 435
		SP:Iteration 6F (114375.100000 sec): 3 clusters
  Score: Raw -782122.415479 + Penalty 2894.181220 = -779228.234259
  nChanged 354
		SP:Iteration 7Q (114375.310000 sec): 3 clusters
  Score: Raw -782314.968288 + Penalty 2894.181220 = -779420.787068
  nChanged 250
		SP:Iteration 8Q (114375.510000 sec): 3 clusters
  Score: Raw -782424.428364 + Penalty 2894.181220 = -779530.247143
  nChanged 181
		SP:Iteration 9Q (114375.720000 sec): 3 clusters
  Score: Raw -782481.022893 + Penalty 2894.181220 = -779586.841673
  nChanged 109
		SP:Iteration 10Q (114375.970000 sec): 3 clusters
  Score: Raw -782511.115509 + Penalty 2894.181220 = -779616.934289
  nChanged 75
		SP:Iteration 11Q (114376.160000 sec): 3 clusters
  Score: Raw -782533.317284 + Penalty 2894.181220 = -779639.136064
  nChanged 62
		SP:Iteration 12Q (114376.410000 sec): 3 clusters
  Score: Raw -782548.427676 + Penalty 2894.181220 = -779654.246456
  nChanged 45
		SP:Iteration 13Q (114376.600000 sec): 3 clusters
  Score: Raw -782557.805176 + Penalty 2894.181220 = -779663.623956
  nChanged 37
		SP:Iteration 14Q (114376.830000 sec): 3 clusters
  Score: Raw -782564.632696 + Penalty 2894.181220 = -779670.451476
  nChanged 33
		SP:Iteration 15Q (114377.060000 sec): 3 clusters
  Score: Raw -782569.992802 + Penalty 2894.181220 = -779675.811582
  nChanged 22
		SP:Iteration 16Q (114377.330000 sec): 3 clusters
  Score: Raw -782573.474212 + Penalty 2894.181220 = -779679.292992
  nChanged 12
		SP:Iteration 17Q (114377.530000 sec): 3 clusters
  Score: Raw -782574.874947 + Penalty 2894.181220 = -779680.693726
  nChanged 7
		SP:Iteration 18Q (114377.770000 sec): 3 clusters
  Score: Raw -782575.806083 + Penalty 2894.181220 = -779681.624863
  nChanged 3
		SP:Iteration 19Q (114378.020000 sec): 3 clusters
  Score: Raw -782576.281610 + Penalty 2894.181220 = -779682.100390
  nChanged 4
		SP:Iteration 20F (114378.250000 sec): 3 clusters
  Score: Raw -782577.082627 + Penalty 2894.181220 = -779682.901407
  nChanged 4
		SP:Iteration 21Q (114378.470000 sec): 3 clusters
  Score: Raw -782577.524486 + Penalty 2894.181220 = -779683.343266
  nChanged 1
		SP:Iteration 22Q (114378.680000 sec): 3 clusters
  Score: Raw -782577.736828 + Penalty 2894.181220 = -779683.555608
  nChanged 1
		SP:Iteration 23Q (114378.910000 sec): 3 clusters
  Score: Raw -782577.837329 + Penalty 2894.181220 = -779683.656109
  nChanged 0
		SP:Iteration 24F (114379.140000 sec): 3 clusters
  Score: Raw -782577.837329 + Penalty 2894.181220 = -779683.656109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114379.230000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114379.420000 sec): 3 clusters
  Score: Raw -85708.227818 + Penalty 2192.965621 = -83515.262196
  nChanged 250
		SP:Iteration 1F (114379.620000 sec): 3 clusters
  Score: Raw -85957.607850 + Penalty 2192.965621 = -83764.642229
  nChanged 71
		SP:Iteration 2F (114379.830000 sec): 3 clusters
  Score: Raw -86031.295518 + Penalty 2192.965621 = -83838.329896
  nChanged 32
		SP:Iteration 3Q (114380.020000 sec): 3 clusters
  Score: Raw -86073.919918 + Penalty 2192.965621 = -83880.954297
  nChanged 18
		SP:Iteration 4Q (114380.200000 sec): 3 clusters
  Score: Raw -86098.898035 + Penalty 2192.965621 = -83905.932413
  nChanged 18
		SP:Iteration 5Q (114380.380000 sec): 3 clusters
  Score: Raw -86120.662101 + Penalty 2192.965621 = -83927.696480
  nChanged 12
		SP:Iteration 6Q (114380.540000 sec): 3 clusters
  Score: Raw -86134.025620 + Penalty 2192.965621 = -83941.059998
  nChanged 9
		SP:Iteration 7Q (114380.680000 sec): 3 clusters
  Score: Raw -86144.498203 + Penalty 2192.965621 = -83951.532582
  nChanged 9
		SP:Iteration 8Q (114380.860000 sec): 3 clusters
  Score: Raw -86153.144559 + Penalty 2192.965621 = -83960.178938
  nChanged 4
		SP:Iteration 9Q (114381.040000 sec): 3 clusters
  Score: Raw -86155.135709 + Penalty 2192.965621 = -83962.170088
  nChanged 3
		SP:Iteration 10Q (114381.210000 sec): 3 clusters
  Score: Raw -86157.270406 + Penalty 2192.965621 = -83964.304785
  nChanged 2
		SP:Iteration 11Q (114381.380000 sec): 3 clusters
  Score: Raw -86159.497883 + Penalty 2192.965621 = -83966.532261
  nChanged 2
		SP:Iteration 12Q (114381.530000 sec): 3 clusters
  Score: Raw -86160.247595 + Penalty 2192.965621 = -83967.281974
  nChanged 0
		SP:Iteration 13F (114381.740000 sec): 3 clusters
  Score: Raw -86160.247595 + Penalty 2192.965621 = -83967.281974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114381.870000 sec): 2 clusters
  Score: Raw -1663588.951688 + Penalty 1574.068365 = -1662014.883324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114382.140000 sec): 3 clusters
  Score: Raw -1654007.884560 + Penalty 3148.136729 = -1650859.747831
  nChanged 7253
		SP:Iteration 1F (114382.400000 sec): 3 clusters
  Score: Raw -1657981.686722 + Penalty 3148.136729 = -1654833.549993
  nChanged 920
		SP:Iteration 2F (114382.650000 sec): 3 clusters
  Score: Raw -1658406.458031 + Penalty 3148.136729 = -1655258.321302
  nChanged 897
		SP:Iteration 3F (114382.900000 sec): 3 clusters
  Score: Raw -1658891.235055 + Penalty 3148.136729 = -1655743.098326
  nChanged 923
		SP:Iteration 4F (114383.120000 sec): 3 clusters
  Score: Raw -1659400.107728 + Penalty 3148.136729 = -1656251.970999
  nChanged 896
		SP:Iteration 5F (114383.320000 sec): 3 clusters
  Score: Raw -1659912.611310 + Penalty 3148.136729 = -1656764.474581
  nChanged 952
		SP:Iteration 6F (114383.610000 sec): 3 clusters
  Score: Raw -1660488.388653 + Penalty 3148.136729 = -1657340.251924
  nChanged 955
		SP:Iteration 7F (114383.830000 sec): 3 clusters
  Score: Raw -1661109.220203 + Penalty 3148.136729 = -1657961.083474
  nChanged 905
		SP:Iteration 8F (114384.140000 sec): 3 clusters
  Score: Raw -1661700.742432 + Penalty 3148.136729 = -1658552.605703
  nChanged 776
		SP:Iteration 9Q (114384.390000 sec): 3 clusters
  Score: Raw -1662188.289141 + Penalty 3148.136729 = -1659040.152412
  nChanged 584
		SP:Iteration 10Q (114384.690000 sec): 3 clusters
  Score: Raw -1662528.716361 + Penalty 3148.136729 = -1659380.579632
  nChanged 453
		SP:Iteration 11Q (114385.010000 sec): 3 clusters
  Score: Raw -1662792.080302 + Penalty 3148.136729 = -1659643.943573
  nChanged 349
		SP:Iteration 12Q (114385.300000 sec): 3 clusters
  Score: Raw -1662993.438597 + Penalty 3148.136729 = -1659845.301868
  nChanged 265
		SP:Iteration 13Q (114385.520000 sec): 3 clusters
  Score: Raw -1663143.851042 + Penalty 3148.136729 = -1659995.714313
  nChanged 233
		SP:Iteration 14Q (114385.860000 sec): 3 clusters
  Score: Raw -1663279.275364 + Penalty 3148.136729 = -1660131.138635
  nChanged 190
		SP:Iteration 15Q (114386.130000 sec): 3 clusters
  Score: Raw -1663397.907834 + Penalty 3148.136729 = -1660249.771105
  nChanged 138
		SP:Iteration 16Q (114386.360000 sec): 3 clusters
  Score: Raw -1663502.203505 + Penalty 3148.136729 = -1660354.066776
  nChanged 114
		SP:Iteration 17Q (114386.620000 sec): 3 clusters
  Score: Raw -1663572.446961 + Penalty 3148.136729 = -1660424.310232
  nChanged 78
		SP:Iteration 18Q (114386.930000 sec): 3 clusters
  Score: Raw -1663616.067564 + Penalty 3148.136729 = -1660467.930835
  nChanged 56
		SP:Iteration 19Q (114387.130000 sec): 3 clusters
  Score: Raw -1663648.868933 + Penalty 3148.136729 = -1660500.732204
  nChanged 36
		SP:Iteration 20F (114387.360000 sec): 3 clusters
  Score: Raw -1663675.960797 + Penalty 3148.136729 = -1660527.824067
  nChanged 39
		SP:Iteration 21Q (114387.580000 sec): 3 clusters
  Score: Raw -1663703.237539 + Penalty 3148.136729 = -1660555.100810
  nChanged 31
		SP:Iteration 22Q (114387.800000 sec): 3 clusters
  Score: Raw -1663729.074403 + Penalty 3148.136729 = -1660580.937674
  nChanged 31
		SP:Iteration 23Q (114388.060000 sec): 3 clusters
  Score: Raw -1663750.591800 + Penalty 3148.136729 = -1660602.455071
  nChanged 17
		SP:Iteration 24Q (114388.320000 sec): 3 clusters
  Score: Raw -1663760.877809 + Penalty 3148.136729 = -1660612.741080
  nChanged 15
		SP:Iteration 25Q (114388.620000 sec): 3 clusters
  Score: Raw -1663773.143664 + Penalty 3148.136729 = -1660625.006935
  nChanged 11
		SP:Iteration 26Q (114388.880000 sec): 3 clusters
  Score: Raw -1663780.308996 + Penalty 3148.136729 = -1660632.172267
  nChanged 6
		SP:Iteration 27Q (114389.180000 sec): 3 clusters
  Score: Raw -1663783.786518 + Penalty 3148.136729 = -1660635.649789
  nChanged 6
		SP:Iteration 28Q (114389.420000 sec): 3 clusters
  Score: Raw -1663789.959269 + Penalty 3148.136729 = -1660641.822539
  nChanged 10
		SP:Iteration 29Q (114389.680000 sec): 3 clusters
  Score: Raw -1663796.842087 + Penalty 3148.136729 = -1660648.705358
  nChanged 6
		SP:Iteration 30Q (114389.920000 sec): 3 clusters
  Score: Raw -1663801.734534 + Penalty 3148.136729 = -1660653.597805
  nChanged 4
		SP:Iteration 31Q (114390.130000 sec): 3 clusters
  Score: Raw -1663804.521618 + Penalty 3148.136729 = -1660656.384889
  nChanged 5
		SP:Iteration 32Q (114390.330000 sec): 3 clusters
  Score: Raw -1663808.763924 + Penalty 3148.136729 = -1660660.627195
  nChanged 5
		SP:Iteration 33Q (114390.630000 sec): 3 clusters
  Score: Raw -1663812.019006 + Penalty 3148.136729 = -1660663.882277
  nChanged 0
		SP:Iteration 34F (114390.880000 sec): 3 clusters
  Score: Raw -1663812.019006 + Penalty 3148.136729 = -1660663.882277
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114390.970000 sec): 2 clusters
  Score: Raw -92630.395152 + Penalty 1102.657992 = -91527.737160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114391.150000 sec): 3 clusters
  Score: Raw -92402.498192 + Penalty 2205.315985 = -90197.182208
  nChanged 239
		SP:Iteration 1F (114391.300000 sec): 3 clusters
  Score: Raw -92654.288645 + Penalty 2205.315985 = -90448.972660
  nChanged 64
		SP:Iteration 2F (114391.490000 sec): 3 clusters
  Score: Raw -92751.005800 + Penalty 2205.315985 = -90545.689816
  nChanged 48
		SP:Iteration 3F (114391.670000 sec): 3 clusters
  Score: Raw -92848.671917 + Penalty 2205.315985 = -90643.355932
  nChanged 43
		SP:Iteration 4Q (114391.850000 sec): 3 clusters
  Score: Raw -92965.826481 + Penalty 2205.315985 = -90760.510497
  nChanged 39
		SP:Iteration 5Q (114392.040000 sec): 3 clusters
  Score: Raw -93064.718995 + Penalty 2205.315985 = -90859.403010
  nChanged 36
		SP:Iteration 6Q (114392.210000 sec): 3 clusters
  Score: Raw -93152.806544 + Penalty 2205.315985 = -90947.490559
  nChanged 26
		SP:Iteration 7Q (114392.360000 sec): 3 clusters
  Score: Raw -93209.985010 + Penalty 2205.315985 = -91004.669025
  nChanged 28
		SP:Iteration 8Q (114392.550000 sec): 3 clusters
  Score: Raw -93254.323074 + Penalty 2205.315985 = -91049.007089
  nChanged 23
		SP:Iteration 9Q (114392.700000 sec): 3 clusters
  Score: Raw -93297.725840 + Penalty 2205.315985 = -91092.409855
  nChanged 29
		SP:Iteration 10Q (114392.920000 sec): 3 clusters
  Score: Raw -93347.786508 + Penalty 2205.315985 = -91142.470523
  nChanged 23
		SP:Iteration 11Q (114393.080000 sec): 3 clusters
  Score: Raw -93382.815332 + Penalty 2205.315985 = -91177.499347
  nChanged 21
		SP:Iteration 12Q (114393.280000 sec): 3 clusters
  Score: Raw -93411.956793 + Penalty 2205.315985 = -91206.640808
  nChanged 13
		SP:Iteration 13Q (114393.420000 sec): 3 clusters
  Score: Raw -93431.101502 + Penalty 2205.315985 = -91225.785518
  nChanged 14
		SP:Iteration 14Q (114393.610000 sec): 3 clusters
  Score: Raw -93446.359192 + Penalty 2205.315985 = -91241.043207
  nChanged 12
		SP:Iteration 15Q (114393.780000 sec): 3 clusters
  Score: Raw -93463.867735 + Penalty 2205.315985 = -91258.551751
  nChanged 10
		SP:Iteration 16Q (114393.960000 sec): 3 clusters
  Score: Raw -93477.292632 + Penalty 2205.315985 = -91271.976647
  nChanged 8
		SP:Iteration 17Q (114394.140000 sec): 3 clusters
  Score: Raw -93484.517432 + Penalty 2205.315985 = -91279.201448
  nChanged 4
		SP:Iteration 18Q (114394.350000 sec): 3 clusters
  Score: Raw -93490.094764 + Penalty 2205.315985 = -91284.778779
  nChanged 9
		SP:Iteration 19Q (114394.520000 sec): 3 clusters
  Score: Raw -93504.308585 + Penalty 2205.315985 = -91298.992600
  nChanged 8
		SP:Iteration 20F (114394.710000 sec): 3 clusters
  Score: Raw -93516.424329 + Penalty 2205.315985 = -91311.108344
  nChanged 8
		SP:Iteration 21Q (114394.890000 sec): 3 clusters
  Score: Raw -93525.414169 + Penalty 2205.315985 = -91320.098184
  nChanged 8
		SP:Iteration 22Q (114395.060000 sec): 3 clusters
  Score: Raw -93542.863034 + Penalty 2205.315985 = -91337.547050
  nChanged 8
		SP:Iteration 23Q (114395.220000 sec): 3 clusters
  Score: Raw -93568.257107 + Penalty 2205.315985 = -91362.941123
  nChanged 10
		SP:Iteration 24Q (114395.410000 sec): 3 clusters
  Score: Raw -93598.217617 + Penalty 2205.315985 = -91392.901633
  nChanged 17
		SP:Iteration 25Q (114395.620000 sec): 3 clusters
  Score: Raw -93675.524683 + Penalty 2205.315985 = -91470.208698
  nChanged 24
		SP:Iteration 26Q (114395.760000 sec): 3 clusters
  Score: Raw -93790.271636 + Penalty 2205.315985 = -91584.955651
  nChanged 26
		SP:Iteration 27Q (114395.940000 sec): 3 clusters
  Score: Raw -93906.262806 + Penalty 2205.315985 = -91700.946822
  nChanged 21
		SP:Iteration 28Q (114396.130000 sec): 3 clusters
  Score: Raw -93969.964707 + Penalty 2205.315985 = -91764.648722
  nChanged 10
		SP:Iteration 29Q (114396.310000 sec): 3 clusters
  Score: Raw -94011.782699 + Penalty 2205.315985 = -91806.466714
  nChanged 8
		SP:Iteration 30Q (114396.510000 sec): 3 clusters
  Score: Raw -94033.105938 + Penalty 2205.315985 = -91827.789953
  nChanged 6
		SP:Iteration 31Q (114396.650000 sec): 3 clusters
  Score: Raw -94042.030392 + Penalty 2205.315985 = -91836.714408
  nChanged 1
		SP:Iteration 32Q (114396.820000 sec): 3 clusters
  Score: Raw -94043.776609 + Penalty 2205.315985 = -91838.460625
  nChanged 2
		SP:Iteration 33Q (114397.020000 sec): 3 clusters
  Score: Raw -94046.596029 + Penalty 2205.315985 = -91841.280044
  nChanged 0
		SP:Iteration 34F (114397.190000 sec): 3 clusters
  Score: Raw -94046.596029 + Penalty 2205.315985 = -91841.280044
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114397.340000 sec): 2 clusters
  Score: Raw -474421.837619 + Penalty 1389.130932 = -473032.706687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114397.530000 sec): 3 clusters
  Score: Raw -471819.002006 + Penalty 2778.261863 = -469040.740143
  nChanged 2049
		SP:Iteration 1F (114397.730000 sec): 3 clusters
  Score: Raw -473063.946285 + Penalty 2778.261863 = -470285.684421
  nChanged 440
		SP:Iteration 2F (114397.940000 sec): 3 clusters
  Score: Raw -473390.449608 + Penalty 2778.261863 = -470612.187745
  nChanged 346
		SP:Iteration 3F (114398.150000 sec): 3 clusters
  Score: Raw -473620.815752 + Penalty 2778.261863 = -470842.553888
  nChanged 286
		SP:Iteration 4F (114398.380000 sec): 3 clusters
  Score: Raw -473770.305594 + Penalty 2778.261863 = -470992.043731
  nChanged 209
		SP:Iteration 5Q (114398.590000 sec): 3 clusters
  Score: Raw -473867.489398 + Penalty 2778.261863 = -471089.227535
  nChanged 163
		SP:Iteration 6Q (114398.770000 sec): 3 clusters
  Score: Raw -473942.301012 + Penalty 2778.261863 = -471164.039149
  nChanged 155
		SP:Iteration 7Q (114398.960000 sec): 3 clusters
  Score: Raw -474019.227987 + Penalty 2778.261863 = -471240.966123
  nChanged 135
		SP:Iteration 8Q (114399.170000 sec): 3 clusters
  Score: Raw -474086.832300 + Penalty 2778.261863 = -471308.570436
  nChanged 123
		SP:Iteration 9Q (114399.390000 sec): 3 clusters
  Score: Raw -474149.434595 + Penalty 2778.261863 = -471371.172731
  nChanged 113
		SP:Iteration 10Q (114399.580000 sec): 3 clusters
  Score: Raw -474198.523043 + Penalty 2778.261863 = -471420.261180
  nChanged 101
		SP:Iteration 11Q (114399.780000 sec): 3 clusters
  Score: Raw -474244.048693 + Penalty 2778.261863 = -471465.786830
  nChanged 82
		SP:Iteration 12Q (114400.020000 sec): 3 clusters
  Score: Raw -474283.922763 + Penalty 2778.261863 = -471505.660899
  nChanged 88
		SP:Iteration 13Q (114400.240000 sec): 3 clusters
  Score: Raw -474320.321907 + Penalty 2778.261863 = -471542.060044
  nChanged 72
		SP:Iteration 14Q (114400.440000 sec): 3 clusters
  Score: Raw -474349.799143 + Penalty 2778.261863 = -471571.537280
  nChanged 55
		SP:Iteration 15Q (114400.630000 sec): 3 clusters
  Score: Raw -474367.439129 + Penalty 2778.261863 = -471589.177266
  nChanged 47
		SP:Iteration 16Q (114400.800000 sec): 3 clusters
  Score: Raw -474386.330358 + Penalty 2778.261863 = -471608.068495
  nChanged 44
		SP:Iteration 17Q (114401.020000 sec): 3 clusters
  Score: Raw -474401.297455 + Penalty 2778.261863 = -471623.035592
  nChanged 35
		SP:Iteration 18Q (114401.210000 sec): 3 clusters
  Score: Raw -474411.178946 + Penalty 2778.261863 = -471632.917082
  nChanged 32
		SP:Iteration 19Q (114401.390000 sec): 3 clusters
  Score: Raw -474421.472826 + Penalty 2778.261863 = -471643.210963
  nChanged 41
		SP:Iteration 20F (114401.590000 sec): 3 clusters
  Score: Raw -474434.989680 + Penalty 2778.261863 = -471656.727817
  nChanged 35
		SP:Iteration 21Q (114401.780000 sec): 3 clusters
  Score: Raw -474446.819946 + Penalty 2778.261863 = -471668.558082
  nChanged 30
		SP:Iteration 22Q (114402.000000 sec): 3 clusters
  Score: Raw -474456.415112 + Penalty 2778.261863 = -471678.153248
  nChanged 26
		SP:Iteration 23Q (114402.200000 sec): 3 clusters
  Score: Raw -474465.550430 + Penalty 2778.261863 = -471687.288566
  nChanged 26
		SP:Iteration 24Q (114402.380000 sec): 3 clusters
  Score: Raw -474476.685048 + Penalty 2778.261863 = -471698.423184
  nChanged 28
		SP:Iteration 25Q (114402.590000 sec): 3 clusters
  Score: Raw -474486.580967 + Penalty 2778.261863 = -471708.319103
  nChanged 30
		SP:Iteration 26Q (114402.880000 sec): 3 clusters
  Score: Raw -474495.621096 + Penalty 2778.261863 = -471717.359233
  nChanged 28
		SP:Iteration 27Q (114403.060000 sec): 3 clusters
  Score: Raw -474505.500442 + Penalty 2778.261863 = -471727.238579
  nChanged 40
		SP:Iteration 28Q (114403.320000 sec): 3 clusters
  Score: Raw -474520.201021 + Penalty 2778.261863 = -471741.939158
  nChanged 43
		SP:Iteration 29Q (114403.500000 sec): 3 clusters
  Score: Raw -474535.403349 + Penalty 2778.261863 = -471757.141486
  nChanged 49
		SP:Iteration 30Q (114403.730000 sec): 3 clusters
  Score: Raw -474559.200435 + Penalty 2778.261863 = -471780.938572
  nChanged 55
		SP:Iteration 31Q (114403.960000 sec): 3 clusters
  Score: Raw -474582.167443 + Penalty 2778.261863 = -471803.905580
  nChanged 45
		SP:Iteration 32Q (114404.140000 sec): 3 clusters
  Score: Raw -474598.142299 + Penalty 2778.261863 = -471819.880436
  nChanged 43
		SP:Iteration 33Q (114404.390000 sec): 3 clusters
  Score: Raw -474613.312694 + Penalty 2778.261863 = -471835.050830
  nChanged 39
		SP:Iteration 34Q (114404.550000 sec): 3 clusters
  Score: Raw -474626.373623 + Penalty 2778.261863 = -471848.111759
  nChanged 29
		SP:Iteration 35Q (114404.800000 sec): 3 clusters
  Score: Raw -474634.692758 + Penalty 2778.261863 = -471856.430894
  nChanged 21
		SP:Iteration 36Q (114405.020000 sec): 3 clusters
  Score: Raw -474639.889224 + Penalty 2778.261863 = -471861.627361
  nChanged 24
		SP:Iteration 37Q (114405.200000 sec): 3 clusters
  Score: Raw -474645.878331 + Penalty 2778.261863 = -471867.616467
  nChanged 27
		SP:Iteration 38Q (114405.440000 sec): 3 clusters
  Score: Raw -474654.317471 + Penalty 2778.261863 = -471876.055607
  nChanged 24
		SP:Iteration 39Q (114405.640000 sec): 3 clusters
  Score: Raw -474663.970605 + Penalty 2778.261863 = -471885.708742
  nChanged 22
		SP:Iteration 40F (114405.880000 sec): 3 clusters
  Score: Raw -474669.706194 + Penalty 2778.261863 = -471891.444330
  nChanged 19
		SP:Iteration 41Q (114406.060000 sec): 3 clusters
  Score: Raw -474674.499153 + Penalty 2778.261863 = -471896.237290
  nChanged 19
		SP:Iteration 42Q (114406.340000 sec): 3 clusters
  Score: Raw -474679.408228 + Penalty 2778.261863 = -471901.146365
  nChanged 17
		SP:Iteration 43Q (114406.540000 sec): 3 clusters
  Score: Raw -474684.505288 + Penalty 2778.261863 = -471906.243424
  nChanged 20
		SP:Iteration 44Q (114406.750000 sec): 3 clusters
  Score: Raw -474692.192682 + Penalty 2778.261863 = -471913.930818
  nChanged 25
		SP:Iteration 45Q (114406.970000 sec): 3 clusters
  Score: Raw -474700.474247 + Penalty 2778.261863 = -471922.212384
  nChanged 24
		SP:Iteration 46Q (114407.170000 sec): 3 clusters
  Score: Raw -474706.069295 + Penalty 2778.261863 = -471927.807432
  nChanged 20
		SP:Iteration 47Q (114407.390000 sec): 3 clusters
  Score: Raw -474712.184792 + Penalty 2778.261863 = -471933.922929
  nChanged 14
		SP:Iteration 48Q (114407.580000 sec): 3 clusters
  Score: Raw -474715.342966 + Penalty 2778.261863 = -471937.081103
  nChanged 14
		SP:Iteration 49Q (114407.800000 sec): 3 clusters
  Score: Raw -474718.237540 + Penalty 2778.261863 = -471939.975676
  nChanged 6
		SP:Iteration 50Q (114407.980000 sec): 3 clusters
  Score: Raw -474720.097425 + Penalty 2778.261863 = -471941.835561
  nChanged 6
		SP:Iteration 51Q (114408.180000 sec): 3 clusters
  Score: Raw -474722.449768 + Penalty 2778.261863 = -471944.187905
  nChanged 5
		SP:Iteration 52Q (114408.370000 sec): 3 clusters
  Score: Raw -474723.250814 + Penalty 2778.261863 = -471944.988951
  nChanged 4
		SP:Iteration 53Q (114408.640000 sec): 3 clusters
  Score: Raw -474725.007293 + Penalty 2778.261863 = -471946.745430
  nChanged 5
		SP:Iteration 54Q (114408.870000 sec): 3 clusters
  Score: Raw -474726.388062 + Penalty 2778.261863 = -471948.126199
  nChanged 3
		SP:Iteration 55Q (114409.050000 sec): 3 clusters
  Score: Raw -474727.184392 + Penalty 2778.261863 = -471948.922529
  nChanged 3
		SP:Iteration 56Q (114409.280000 sec): 3 clusters
  Score: Raw -474727.646580 + Penalty 2778.261863 = -471949.384717
  nChanged 0
		SP:Iteration 57F (114409.530000 sec): 3 clusters
  Score: Raw -474727.646580 + Penalty 2778.261863 = -471949.384717
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5925 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114409.650000 sec): 2 clusters
  Score: Raw -612160.684339 + Penalty 1411.627094 = -610749.057245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114409.890000 sec): 3 clusters
  Score: Raw -609021.193419 + Penalty 2823.254189 = -606197.939230
  nChanged 2431
		SP:Iteration 1F (114410.060000 sec): 3 clusters
  Score: Raw -610418.619313 + Penalty 2823.254189 = -607595.365124
  nChanged 455
		SP:Iteration 2F (114410.240000 sec): 3 clusters
  Score: Raw -610773.194545 + Penalty 2823.254189 = -607949.940356
  nChanged 474
		SP:Iteration 3F (114410.460000 sec): 3 clusters
  Score: Raw -611165.504443 + Penalty 2823.254189 = -608342.250254
  nChanged 434
		SP:Iteration 4F (114410.670000 sec): 3 clusters
  Score: Raw -611527.136481 + Penalty 2823.254189 = -608703.882292
  nChanged 368
		SP:Iteration 5F (114410.880000 sec): 3 clusters
  Score: Raw -611810.123145 + Penalty 2823.254189 = -608986.868956
  nChanged 284
		SP:Iteration 6Q (114411.060000 sec): 3 clusters
  Score: Raw -612004.962252 + Penalty 2823.254189 = -609181.708063
  nChanged 208
		SP:Iteration 7Q (114411.240000 sec): 3 clusters
  Score: Raw -612139.446058 + Penalty 2823.254189 = -609316.191869
  nChanged 137
		SP:Iteration 8Q (114411.490000 sec): 3 clusters
  Score: Raw -612200.213602 + Penalty 2823.254189 = -609376.959413
  nChanged 86
		SP:Iteration 9Q (114411.690000 sec): 3 clusters
  Score: Raw -612235.370648 + Penalty 2823.254189 = -609412.116459
  nChanged 69
		SP:Iteration 10Q (114411.890000 sec): 3 clusters
  Score: Raw -612264.646242 + Penalty 2823.254189 = -609441.392053
  nChanged 57
		SP:Iteration 11Q (114412.090000 sec): 3 clusters
  Score: Raw -612286.503011 + Penalty 2823.254189 = -609463.248822
  nChanged 52
		SP:Iteration 12Q (114412.300000 sec): 3 clusters
  Score: Raw -612306.721288 + Penalty 2823.254189 = -609483.467099
  nChanged 44
		SP:Iteration 13Q (114412.490000 sec): 3 clusters
  Score: Raw -612321.744287 + Penalty 2823.254189 = -609498.490098
  nChanged 39
		SP:Iteration 14Q (114412.720000 sec): 3 clusters
  Score: Raw -612336.181865 + Penalty 2823.254189 = -609512.927676
  nChanged 37
		SP:Iteration 15Q (114412.920000 sec): 3 clusters
  Score: Raw -612346.683897 + Penalty 2823.254189 = -609523.429708
  nChanged 21
		SP:Iteration 16Q (114413.080000 sec): 3 clusters
  Score: Raw -612353.472604 + Penalty 2823.254189 = -609530.218415
  nChanged 19
		SP:Iteration 17Q (114413.230000 sec): 3 clusters
  Score: Raw -612359.635074 + Penalty 2823.254189 = -609536.380885
  nChanged 18
		SP:Iteration 18Q (114413.420000 sec): 3 clusters
  Score: Raw -612366.097718 + Penalty 2823.254189 = -609542.843529
  nChanged 25
		SP:Iteration 19Q (114413.610000 sec): 3 clusters
  Score: Raw -612373.824349 + Penalty 2823.254189 = -609550.570160
  nChanged 18
		SP:Iteration 20F (114413.810000 sec): 3 clusters
  Score: Raw -612380.200539 + Penalty 2823.254189 = -609556.946350
  nChanged 18
		SP:Iteration 21Q (114414.020000 sec): 3 clusters
  Score: Raw -612385.335618 + Penalty 2823.254189 = -609562.081429
  nChanged 17
		SP:Iteration 22Q (114414.230000 sec): 3 clusters
  Score: Raw -612390.028853 + Penalty 2823.254189 = -609566.774664
  nChanged 14
		SP:Iteration 23Q (114414.480000 sec): 3 clusters
  Score: Raw -612393.519112 + Penalty 2823.254189 = -609570.264923
  nChanged 15
		SP:Iteration 24Q (114414.680000 sec): 3 clusters
  Score: Raw -612397.226299 + Penalty 2823.254189 = -609573.972110
  nChanged 7
		SP:Iteration 25Q (114414.910000 sec): 3 clusters
  Score: Raw -612399.866052 + Penalty 2823.254189 = -609576.611863
  nChanged 8
		SP:Iteration 26Q (114415.110000 sec): 3 clusters
  Score: Raw -612401.988560 + Penalty 2823.254189 = -609578.734371
  nChanged 5
		SP:Iteration 27Q (114415.300000 sec): 3 clusters
  Score: Raw -612403.616346 + Penalty 2823.254189 = -609580.362157
  nChanged 3
		SP:Iteration 28Q (114415.510000 sec): 3 clusters
  Score: Raw -612404.152220 + Penalty 2823.254189 = -609580.898031
  nChanged 4
		SP:Iteration 29Q (114415.740000 sec): 3 clusters
  Score: Raw -612404.992933 + Penalty 2823.254189 = -609581.738744
  nChanged 9
		SP:Iteration 30Q (114415.920000 sec): 3 clusters
  Score: Raw -612407.259147 + Penalty 2823.254189 = -609584.004958
  nChanged 8
		SP:Iteration 31Q (114416.120000 sec): 3 clusters
  Score: Raw -612409.710924 + Penalty 2823.254189 = -609586.456735
  nChanged 7
		SP:Iteration 32Q (114416.380000 sec): 3 clusters
  Score: Raw -612412.549821 + Penalty 2823.254189 = -609589.295632
  nChanged 5
		SP:Iteration 33Q (114416.590000 sec): 3 clusters
  Score: Raw -612414.024027 + Penalty 2823.254189 = -609590.769838
  nChanged 3
		SP:Iteration 34Q (114416.810000 sec): 3 clusters
  Score: Raw -612414.675933 + Penalty 2823.254189 = -609591.421744
  nChanged 2
		SP:Iteration 35Q (114417.020000 sec): 3 clusters
  Score: Raw -612415.364184 + Penalty 2823.254189 = -609592.109995
  nChanged 3
		SP:Iteration 36Q (114417.250000 sec): 3 clusters
  Score: Raw -612416.591775 + Penalty 2823.254189 = -609593.337586
  nChanged 4
		SP:Iteration 37Q (114417.470000 sec): 3 clusters
  Score: Raw -612417.246444 + Penalty 2823.254189 = -609593.992255
  nChanged 3
		SP:Iteration 38Q (114417.640000 sec): 3 clusters
  Score: Raw -612417.800101 + Penalty 2823.254189 = -609594.545912
  nChanged 2
		SP:Iteration 39Q (114417.850000 sec): 3 clusters
  Score: Raw -612418.087254 + Penalty 2823.254189 = -609594.833065
  nChanged 1
		SP:Iteration 40F (114418.030000 sec): 3 clusters
  Score: Raw -612418.411590 + Penalty 2823.254189 = -609595.157401
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114418.150000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114418.330000 sec): 3 clusters
  Score: Raw -49440.741610 + Penalty 2003.077311 = -47437.664299
  nChanged 110
		SP:Iteration 1F (114418.560000 sec): 3 clusters
  Score: Raw -49584.087172 + Penalty 2003.077311 = -47581.009861
  nChanged 26
		SP:Iteration 2F (114418.760000 sec): 3 clusters
  Score: Raw -49633.261674 + Penalty 2003.077311 = -47630.184362
  nChanged 12
		SP:Iteration 3Q (114418.950000 sec): 3 clusters
  Score: Raw -49657.359481 + Penalty 2003.077311 = -47654.282169
  nChanged 7
		SP:Iteration 4Q (114419.180000 sec): 3 clusters
  Score: Raw -49667.758157 + Penalty 2003.077311 = -47664.680846
  nChanged 3
		SP:Iteration 5Q (114419.360000 sec): 3 clusters
  Score: Raw -49672.484649 + Penalty 2003.077311 = -47669.407338
  nChanged 2
		SP:Iteration 6Q (114419.560000 sec): 3 clusters
  Score: Raw -49675.387940 + Penalty 2003.077311 = -47672.310629
  nChanged 2
		SP:Iteration 7Q (114419.760000 sec): 3 clusters
  Score: Raw -49679.511487 + Penalty 2003.077311 = -47676.434176
  nChanged 4
		SP:Iteration 8Q (114419.980000 sec): 3 clusters
  Score: Raw -49682.666194 + Penalty 2003.077311 = -47679.588883
  nChanged 3
		SP:Iteration 9Q (114420.140000 sec): 3 clusters
  Score: Raw -49687.895192 + Penalty 2003.077311 = -47684.817880
  nChanged 2
		SP:Iteration 10Q (114420.350000 sec): 3 clusters
  Score: Raw -49690.116404 + Penalty 2003.077311 = -47687.039093
  nChanged 1
		SP:Iteration 11Q (114420.540000 sec): 3 clusters
  Score: Raw -49691.640833 + Penalty 2003.077311 = -47688.563521
  nChanged 0
		SP:Iteration 12F (114420.700000 sec): 3 clusters
  Score: Raw -49691.640833 + Penalty 2003.077311 = -47688.563521
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4094 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114420.800000 sec): 2 clusters
  Score: Raw -415986.102047 + Penalty 1351.557637 = -414634.544410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114421.080000 sec): 3 clusters
  Score: Raw -413975.652231 + Penalty 2703.115274 = -411272.536957
  nChanged 1558
		SP:Iteration 1F (114421.250000 sec): 3 clusters
  Score: Raw -414874.380583 + Penalty 2703.115274 = -412171.265309
  nChanged 316
		SP:Iteration 2F (114421.470000 sec): 3 clusters
  Score: Raw -415055.388065 + Penalty 2703.115274 = -412352.272791
  nChanged 221
		SP:Iteration 3F (114421.670000 sec): 3 clusters
  Score: Raw -415190.096519 + Penalty 2703.115274 = -412486.981245
  nChanged 181
		SP:Iteration 4Q (114421.900000 sec): 3 clusters
  Score: Raw -415285.855129 + Penalty 2703.115274 = -412582.739855
  nChanged 148
		SP:Iteration 5Q (114422.120000 sec): 3 clusters
  Score: Raw -415358.116271 + Penalty 2703.115274 = -412655.000997
  nChanged 138
		SP:Iteration 6Q (114422.310000 sec): 3 clusters
  Score: Raw -415433.014411 + Penalty 2703.115274 = -412729.899137
  nChanged 126
		SP:Iteration 7Q (114422.530000 sec): 3 clusters
  Score: Raw -415494.552532 + Penalty 2703.115274 = -412791.437258
  nChanged 114
		SP:Iteration 8Q (114422.730000 sec): 3 clusters
  Score: Raw -415545.463647 + Penalty 2703.115274 = -412842.348373
  nChanged 87
		SP:Iteration 9Q (114422.900000 sec): 3 clusters
  Score: Raw -415587.566072 + Penalty 2703.115274 = -412884.450798
  nChanged 88
		SP:Iteration 10Q (114423.140000 sec): 3 clusters
  Score: Raw -415628.023311 + Penalty 2703.115274 = -412924.908037
  nChanged 89
		SP:Iteration 11Q (114423.320000 sec): 3 clusters
  Score: Raw -415672.583516 + Penalty 2703.115274 = -412969.468242
  nChanged 90
		SP:Iteration 12Q (114423.520000 sec): 3 clusters
  Score: Raw -415720.023170 + Penalty 2703.115274 = -413016.907896
  nChanged 82
		SP:Iteration 13Q (114423.720000 sec): 3 clusters
  Score: Raw -415761.647967 + Penalty 2703.115274 = -413058.532693
  nChanged 71
		SP:Iteration 14Q (114423.900000 sec): 3 clusters
  Score: Raw -415798.469245 + Penalty 2703.115274 = -413095.353971
  nChanged 71
		SP:Iteration 15Q (114424.110000 sec): 3 clusters
  Score: Raw -415842.008200 + Penalty 2703.115274 = -413138.892926
  nChanged 81
		SP:Iteration 16Q (114424.290000 sec): 3 clusters
  Score: Raw -415900.023348 + Penalty 2703.115274 = -413196.908074
  nChanged 75
		SP:Iteration 17Q (114424.510000 sec): 3 clusters
  Score: Raw -415944.937252 + Penalty 2703.115274 = -413241.821978
  nChanged 63
		SP:Iteration 18Q (114424.710000 sec): 3 clusters
  Score: Raw -415986.364516 + Penalty 2703.115274 = -413283.249242
  nChanged 62
		SP:Iteration 19Q (114424.880000 sec): 3 clusters
  Score: Raw -416029.398504 + Penalty 2703.115274 = -413326.283230
  nChanged 56
		SP:Iteration 20F (114425.060000 sec): 3 clusters
  Score: Raw -416077.093976 + Penalty 2703.115274 = -413373.978702
  nChanged 51
		SP:Iteration 21Q (114425.290000 sec): 3 clusters
  Score: Raw -416117.691049 + Penalty 2703.115274 = -413414.575775
  nChanged 41
		SP:Iteration 22Q (114425.450000 sec): 3 clusters
  Score: Raw -416147.563552 + Penalty 2703.115274 = -413444.448278
  nChanged 24
		SP:Iteration 23Q (114425.660000 sec): 3 clusters
  Score: Raw -416166.656366 + Penalty 2703.115274 = -413463.541092
  nChanged 24
		SP:Iteration 24Q (114425.880000 sec): 3 clusters
  Score: Raw -416185.035822 + Penalty 2703.115274 = -413481.920548
  nChanged 13
		SP:Iteration 25Q (114426.100000 sec): 3 clusters
  Score: Raw -416193.851713 + Penalty 2703.115274 = -413490.736439
  nChanged 12
		SP:Iteration 26Q (114426.300000 sec): 3 clusters
  Score: Raw -416205.283582 + Penalty 2703.115274 = -413502.168308
  nChanged 16
		SP:Iteration 27Q (114426.520000 sec): 3 clusters
  Score: Raw -416216.843349 + Penalty 2703.115274 = -413513.728075
  nChanged 7
		SP:Iteration 28Q (114426.720000 sec): 3 clusters
  Score: Raw -416223.620529 + Penalty 2703.115274 = -413520.505255
  nChanged 6
		SP:Iteration 29Q (114426.880000 sec): 3 clusters
  Score: Raw -416227.814926 + Penalty 2703.115274 = -413524.699652
  nChanged 4
		SP:Iteration 30Q (114427.070000 sec): 3 clusters
  Score: Raw -416230.790808 + Penalty 2703.115274 = -413527.675534
  nChanged 3
		SP:Iteration 31Q (114427.320000 sec): 3 clusters
  Score: Raw -416234.391602 + Penalty 2703.115274 = -413531.276328
  nChanged 3
		SP:Iteration 32Q (114427.510000 sec): 3 clusters
  Score: Raw -416236.313365 + Penalty 2703.115274 = -413533.198091
  nChanged 2
		SP:Iteration 33Q (114427.690000 sec): 3 clusters
  Score: Raw -416238.124681 + Penalty 2703.115274 = -413535.009407
  nChanged 5
		SP:Iteration 34Q (114427.900000 sec): 3 clusters
  Score: Raw -416242.943877 + Penalty 2703.115274 = -413539.828602
  nChanged 5
		SP:Iteration 35Q (114428.110000 sec): 3 clusters
  Score: Raw -416245.831905 + Penalty 2703.115274 = -413542.716631
  nChanged 2
		SP:Iteration 36Q (114428.310000 sec): 3 clusters
  Score: Raw -416248.022418 + Penalty 2703.115274 = -413544.907144
  nChanged 3
		SP:Iteration 37Q (114428.500000 sec): 3 clusters
  Score: Raw -416251.460846 + Penalty 2703.115274 = -413548.345572
  nChanged 6
		SP:Iteration 38Q (114428.730000 sec): 3 clusters
  Score: Raw -416258.690973 + Penalty 2703.115274 = -413555.575699
  nChanged 9
		SP:Iteration 39Q (114428.950000 sec): 3 clusters
  Score: Raw -416267.477086 + Penalty 2703.115274 = -413564.361811
  nChanged 6
		SP:Iteration 40F (114429.160000 sec): 3 clusters
  Score: Raw -416272.416967 + Penalty 2703.115274 = -413569.301693
  nChanged 5
		SP:Iteration 41Q (114429.340000 sec): 3 clusters
  Score: Raw -416275.389886 + Penalty 2703.115274 = -413572.274612
  nChanged 3
		SP:Iteration 42Q (114429.540000 sec): 3 clusters
  Score: Raw -416279.469013 + Penalty 2703.115274 = -413576.353739
  nChanged 1
		SP:Iteration 43Q (114429.680000 sec): 3 clusters
  Score: Raw -416279.631318 + Penalty 2703.115274 = -413576.516044
  nChanged 0
		SP:Iteration 44F (114429.830000 sec): 3 clusters
  Score: Raw -416279.631318 + Penalty 2703.115274 = -413576.516044
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114429.930000 sec): 2 clusters
  Score: Raw -292716.774559 + Penalty 1293.892548 = -291422.882011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114430.110000 sec): 3 clusters
  Score: Raw -291372.279438 + Penalty 2587.785096 = -288784.494342
  nChanged 1055
		SP:Iteration 1F (114430.260000 sec): 3 clusters
  Score: Raw -292016.683707 + Penalty 2587.785096 = -289428.898611
  nChanged 249
		SP:Iteration 2F (114430.430000 sec): 3 clusters
  Score: Raw -292164.713261 + Penalty 2587.785096 = -289576.928165
  nChanged 151
		SP:Iteration 3F (114430.580000 sec): 3 clusters
  Score: Raw -292257.964471 + Penalty 2587.785096 = -289670.179375
  nChanged 122
		SP:Iteration 4Q (114430.750000 sec): 3 clusters
  Score: Raw -292334.860146 + Penalty 2587.785096 = -289747.075050
  nChanged 104
		SP:Iteration 5Q (114430.920000 sec): 3 clusters
  Score: Raw -292388.616299 + Penalty 2587.785096 = -289800.831203
  nChanged 65
		SP:Iteration 6Q (114431.060000 sec): 3 clusters
  Score: Raw -292427.235253 + Penalty 2587.785096 = -289839.450157
  nChanged 73
		SP:Iteration 7Q (114431.220000 sec): 3 clusters
  Score: Raw -292459.516742 + Penalty 2587.785096 = -289871.731646
  nChanged 42
		SP:Iteration 8Q (114431.340000 sec): 3 clusters
  Score: Raw -292477.927410 + Penalty 2587.785096 = -289890.142314
  nChanged 45
		SP:Iteration 9Q (114431.520000 sec): 3 clusters
  Score: Raw -292496.606724 + Penalty 2587.785096 = -289908.821628
  nChanged 46
		SP:Iteration 10Q (114431.650000 sec): 3 clusters
  Score: Raw -292517.089265 + Penalty 2587.785096 = -289929.304168
  nChanged 40
		SP:Iteration 11Q (114431.840000 sec): 3 clusters
  Score: Raw -292535.309002 + Penalty 2587.785096 = -289947.523906
  nChanged 43
		SP:Iteration 12Q (114432.000000 sec): 3 clusters
  Score: Raw -292556.639719 + Penalty 2587.785096 = -289968.854623
  nChanged 36
		SP:Iteration 13Q (114432.180000 sec): 3 clusters
  Score: Raw -292571.347628 + Penalty 2587.785096 = -289983.562532
  nChanged 30
		SP:Iteration 14Q (114432.370000 sec): 3 clusters
  Score: Raw -292585.275777 + Penalty 2587.785096 = -289997.490680
  nChanged 32
		SP:Iteration 15Q (114432.540000 sec): 3 clusters
  Score: Raw -292597.515656 + Penalty 2587.785096 = -290009.730560
  nChanged 25
		SP:Iteration 16Q (114432.700000 sec): 3 clusters
  Score: Raw -292607.016782 + Penalty 2587.785096 = -290019.231686
  nChanged 33
		SP:Iteration 17Q (114432.920000 sec): 3 clusters
  Score: Raw -292620.460668 + Penalty 2587.785096 = -290032.675572
  nChanged 34
		SP:Iteration 18Q (114433.070000 sec): 3 clusters
  Score: Raw -292636.386964 + Penalty 2587.785096 = -290048.601868
  nChanged 46
		SP:Iteration 19Q (114433.260000 sec): 3 clusters
  Score: Raw -292656.355755 + Penalty 2587.785096 = -290068.570659
  nChanged 35
		SP:Iteration 20F (114433.450000 sec): 3 clusters
  Score: Raw -292675.503510 + Penalty 2587.785096 = -290087.718414
  nChanged 26
		SP:Iteration 21Q (114433.570000 sec): 3 clusters
  Score: Raw -292688.506694 + Penalty 2587.785096 = -290100.721598
  nChanged 32
		SP:Iteration 22Q (114433.730000 sec): 3 clusters
  Score: Raw -292702.075232 + Penalty 2587.785096 = -290114.290136
  nChanged 29
		SP:Iteration 23Q (114433.880000 sec): 3 clusters
  Score: Raw -292715.514884 + Penalty 2587.785096 = -290127.729788
  nChanged 28
		SP:Iteration 24Q (114434.030000 sec): 3 clusters
  Score: Raw -292729.055773 + Penalty 2587.785096 = -290141.270677
  nChanged 25
		SP:Iteration 25Q (114434.190000 sec): 3 clusters
  Score: Raw -292745.898782 + Penalty 2587.785096 = -290158.113686
  nChanged 25
		SP:Iteration 26Q (114434.350000 sec): 3 clusters
  Score: Raw -292761.147850 + Penalty 2587.785096 = -290173.362753
  nChanged 22
		SP:Iteration 27Q (114434.530000 sec): 3 clusters
  Score: Raw -292770.427802 + Penalty 2587.785096 = -290182.642706
  nChanged 17
		SP:Iteration 28Q (114434.700000 sec): 3 clusters
  Score: Raw -292778.554664 + Penalty 2587.785096 = -290190.769567
  nChanged 17
		SP:Iteration 29Q (114434.900000 sec): 3 clusters
  Score: Raw -292785.934928 + Penalty 2587.785096 = -290198.149832
  nChanged 18
		SP:Iteration 30Q (114435.120000 sec): 3 clusters
  Score: Raw -292796.090742 + Penalty 2587.785096 = -290208.305646
  nChanged 22
		SP:Iteration 31Q (114435.330000 sec): 3 clusters
  Score: Raw -292808.040370 + Penalty 2587.785096 = -290220.255274
  nChanged 17
		SP:Iteration 32Q (114435.520000 sec): 3 clusters
  Score: Raw -292816.506917 + Penalty 2587.785096 = -290228.721821
  nChanged 13
		SP:Iteration 33Q (114435.720000 sec): 3 clusters
  Score: Raw -292824.593700 + Penalty 2587.785096 = -290236.808604
  nChanged 15
		SP:Iteration 34Q (114435.930000 sec): 3 clusters
  Score: Raw -292836.067366 + Penalty 2587.785096 = -290248.282270
  nChanged 19
		SP:Iteration 35Q (114436.150000 sec): 3 clusters
  Score: Raw -292846.261806 + Penalty 2587.785096 = -290258.476709
  nChanged 13
		SP:Iteration 36Q (114436.330000 sec): 3 clusters
  Score: Raw -292854.515567 + Penalty 2587.785096 = -290266.730471
  nChanged 6
		SP:Iteration 37Q (114436.530000 sec): 3 clusters
  Score: Raw -292857.110628 + Penalty 2587.785096 = -290269.325532
  nChanged 4
		SP:Iteration 38Q (114436.730000 sec): 3 clusters
  Score: Raw -292858.178494 + Penalty 2587.785096 = -290270.393398
  nChanged 2
		SP:Iteration 39Q (114436.910000 sec): 3 clusters
  Score: Raw -292859.287680 + Penalty 2587.785096 = -290271.502584
  nChanged 4
		SP:Iteration 40F (114437.080000 sec): 3 clusters
  Score: Raw -292862.024112 + Penalty 2587.785096 = -290274.239016
  nChanged 6
		SP:Iteration 41Q (114437.250000 sec): 3 clusters
  Score: Raw -292866.085656 + Penalty 2587.785096 = -290278.300560
  nChanged 7
		SP:Iteration 42Q (114437.470000 sec): 3 clusters
  Score: Raw -292868.293901 + Penalty 2587.785096 = -290280.508805
  nChanged 1
		SP:Iteration 43Q (114437.660000 sec): 3 clusters
  Score: Raw -292868.618272 + Penalty 2587.785096 = -290280.833176
  nChanged 5
		SP:Iteration 44Q (114437.850000 sec): 3 clusters
  Score: Raw -292871.357439 + Penalty 2587.785096 = -290283.572343
  nChanged 2
		SP:Iteration 45Q (114438.010000 sec): 3 clusters
  Score: Raw -292872.879457 + Penalty 2587.785096 = -290285.094361
  nChanged 1
		SP:Iteration 46Q (114438.210000 sec): 3 clusters
  Score: Raw -292873.017902 + Penalty 2587.785096 = -290285.232806
  nChanged 0
		SP:Iteration 47F (114438.440000 sec): 3 clusters
  Score: Raw -292873.017902 + Penalty 2587.785096 = -290285.232806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (6998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114438.540000 sec): 2 clusters
  Score: Raw -650030.292649 + Penalty 1438.674197 = -648591.618452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114438.780000 sec): 3 clusters
  Score: Raw -646276.536514 + Penalty 2877.348394 = -643399.188121
  nChanged 2925
		SP:Iteration 1F (114438.980000 sec): 3 clusters
  Score: Raw -648125.174072 + Penalty 2877.348394 = -645247.825678
  nChanged 615
		SP:Iteration 2F (114439.200000 sec): 3 clusters
  Score: Raw -648637.543500 + Penalty 2877.348394 = -645760.195106
  nChanged 543
		SP:Iteration 3F (114439.380000 sec): 3 clusters
  Score: Raw -649113.018650 + Penalty 2877.348394 = -646235.670256
  nChanged 473
		SP:Iteration 4F (114439.610000 sec): 3 clusters
  Score: Raw -649488.085891 + Penalty 2877.348394 = -646610.737497
  nChanged 400
		SP:Iteration 5F (114439.840000 sec): 3 clusters
  Score: Raw -649799.279439 + Penalty 2877.348394 = -646921.931046
  nChanged 327
		SP:Iteration 6Q (114440.020000 sec): 3 clusters
  Score: Raw -650003.095349 + Penalty 2877.348394 = -647125.746956
  nChanged 271
		SP:Iteration 7Q (114440.260000 sec): 3 clusters
  Score: Raw -650138.803138 + Penalty 2877.348394 = -647261.454744
  nChanged 202
		SP:Iteration 8Q (114440.480000 sec): 3 clusters
  Score: Raw -650225.497825 + Penalty 2877.348394 = -647348.149432
  nChanged 157
		SP:Iteration 9Q (114440.650000 sec): 3 clusters
  Score: Raw -650296.039178 + Penalty 2877.348394 = -647418.690785
  nChanged 135
		SP:Iteration 10Q (114440.870000 sec): 3 clusters
  Score: Raw -650346.637210 + Penalty 2877.348394 = -647469.288817
  nChanged 90
		SP:Iteration 11Q (114441.070000 sec): 3 clusters
  Score: Raw -650372.060315 + Penalty 2877.348394 = -647494.711921
  nChanged 77
		SP:Iteration 12Q (114441.280000 sec): 3 clusters
  Score: Raw -650392.198048 + Penalty 2877.348394 = -647514.849654
  nChanged 58
		SP:Iteration 13Q (114441.520000 sec): 3 clusters
  Score: Raw -650406.331104 + Penalty 2877.348394 = -647528.982710
  nChanged 52
		SP:Iteration 14Q (114441.760000 sec): 3 clusters
  Score: Raw -650423.689110 + Penalty 2877.348394 = -647546.340717
  nChanged 61
		SP:Iteration 15Q (114442.010000 sec): 3 clusters
  Score: Raw -650438.264265 + Penalty 2877.348394 = -647560.915872
  nChanged 46
		SP:Iteration 16Q (114442.210000 sec): 3 clusters
  Score: Raw -650449.728125 + Penalty 2877.348394 = -647572.379732
  nChanged 35
		SP:Iteration 17Q (114442.440000 sec): 3 clusters
  Score: Raw -650459.564171 + Penalty 2877.348394 = -647582.215778
  nChanged 42
		SP:Iteration 18Q (114442.680000 sec): 3 clusters
  Score: Raw -650468.177593 + Penalty 2877.348394 = -647590.829199
  nChanged 30
		SP:Iteration 19Q (114442.930000 sec): 3 clusters
  Score: Raw -650473.886567 + Penalty 2877.348394 = -647596.538173
  nChanged 30
		SP:Iteration 20F (114443.170000 sec): 3 clusters
  Score: Raw -650480.253113 + Penalty 2877.348394 = -647602.904720
  nChanged 23
		SP:Iteration 21Q (114443.390000 sec): 3 clusters
  Score: Raw -650485.350226 + Penalty 2877.348394 = -647608.001832
  nChanged 23
		SP:Iteration 22Q (114443.630000 sec): 3 clusters
  Score: Raw -650488.950620 + Penalty 2877.348394 = -647611.602226
  nChanged 16
		SP:Iteration 23Q (114443.870000 sec): 3 clusters
  Score: Raw -650491.423973 + Penalty 2877.348394 = -647614.075579
  nChanged 11
		SP:Iteration 24Q (114444.150000 sec): 3 clusters
  Score: Raw -650493.725846 + Penalty 2877.348394 = -647616.377453
  nChanged 6
		SP:Iteration 25Q (114444.410000 sec): 3 clusters
  Score: Raw -650494.302440 + Penalty 2877.348394 = -647616.954046
  nChanged 6
		SP:Iteration 26Q (114444.610000 sec): 3 clusters
  Score: Raw -650494.890829 + Penalty 2877.348394 = -647617.542435
  nChanged 2
		SP:Iteration 27Q (114444.870000 sec): 3 clusters
  Score: Raw -650495.048163 + Penalty 2877.348394 = -647617.699770
  nChanged 3
		SP:Iteration 28Q (114445.110000 sec): 3 clusters
  Score: Raw -650495.449675 + Penalty 2877.348394 = -647618.101282
  nChanged 2
		SP:Iteration 29Q (114445.280000 sec): 3 clusters
  Score: Raw -650495.621559 + Penalty 2877.348394 = -647618.273166
  nChanged 2
		SP:Iteration 30Q (114445.550000 sec): 3 clusters
  Score: Raw -650495.914927 + Penalty 2877.348394 = -647618.566533
  nChanged 5
		SP:Iteration 31Q (114445.780000 sec): 3 clusters
  Score: Raw -650497.409180 + Penalty 2877.348394 = -647620.060787
  nChanged 11
		SP:Iteration 32Q (114446.000000 sec): 3 clusters
  Score: Raw -650499.150154 + Penalty 2877.348394 = -647621.801761
  nChanged 8
		SP:Iteration 33Q (114446.240000 sec): 3 clusters
  Score: Raw -650500.971226 + Penalty 2877.348394 = -647623.622832
  nChanged 11
		SP:Iteration 34Q (114446.440000 sec): 3 clusters
  Score: Raw -650503.306021 + Penalty 2877.348394 = -647625.957627
  nChanged 5
		SP:Iteration 35Q (114446.640000 sec): 3 clusters
  Score: Raw -650504.078536 + Penalty 2877.348394 = -647626.730142
  nChanged 4
		SP:Iteration 36Q (114446.860000 sec): 3 clusters
  Score: Raw -650504.459335 + Penalty 2877.348394 = -647627.110942
  nChanged 1
		SP:Iteration 37Q (114447.110000 sec): 3 clusters
  Score: Raw -650504.515292 + Penalty 2877.348394 = -647627.166899
  nChanged 0
		SP:Iteration 38F (114447.310000 sec): 3 clusters
  Score: Raw -650504.515292 + Penalty 2877.348394 = -647627.166899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114447.400000 sec): 2 clusters
  Score: Raw -140245.362896 + Penalty 1166.885070 = -139078.477826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114447.620000 sec): 3 clusters
  Score: Raw -139748.544950 + Penalty 2333.770140 = -137414.774811
  nChanged 432
		SP:Iteration 1F (114447.760000 sec): 3 clusters
  Score: Raw -140044.457824 + Penalty 2333.770140 = -137710.687684
  nChanged 90
		SP:Iteration 2F (114447.970000 sec): 3 clusters
  Score: Raw -140118.323670 + Penalty 2333.770140 = -137784.553530
  nChanged 50
		SP:Iteration 3Q (114448.150000 sec): 3 clusters
  Score: Raw -140159.212646 + Penalty 2333.770140 = -137825.442507
  nChanged 30
		SP:Iteration 4Q (114448.360000 sec): 3 clusters
  Score: Raw -140178.730798 + Penalty 2333.770140 = -137844.960659
  nChanged 26
		SP:Iteration 5Q (114448.580000 sec): 3 clusters
  Score: Raw -140196.422358 + Penalty 2333.770140 = -137862.652218
  nChanged 15
		SP:Iteration 6Q (114448.760000 sec): 3 clusters
  Score: Raw -140205.135307 + Penalty 2333.770140 = -137871.365168
  nChanged 8
		SP:Iteration 7Q (114448.990000 sec): 3 clusters
  Score: Raw -140213.065790 + Penalty 2333.770140 = -137879.295651
  nChanged 6
		SP:Iteration 8Q (114449.160000 sec): 3 clusters
  Score: Raw -140216.507332 + Penalty 2333.770140 = -137882.737192
  nChanged 6
		SP:Iteration 9Q (114449.320000 sec): 3 clusters
  Score: Raw -140220.376116 + Penalty 2333.770140 = -137886.605976
  nChanged 4
		SP:Iteration 10Q (114449.530000 sec): 3 clusters
  Score: Raw -140223.989511 + Penalty 2333.770140 = -137890.219371
  nChanged 4
		SP:Iteration 11Q (114449.720000 sec): 3 clusters
  Score: Raw -140225.922549 + Penalty 2333.770140 = -137892.152410
  nChanged 2
		SP:Iteration 12Q (114449.870000 sec): 3 clusters
  Score: Raw -140226.782368 + Penalty 2333.770140 = -137893.012228
  nChanged 0
		SP:Iteration 13F (114450.060000 sec): 3 clusters
  Score: Raw -140226.782368 + Penalty 2333.770140 = -137893.012228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114450.160000 sec): 2 clusters
  Score: Raw -226842.573169 + Penalty 1255.222580 = -225587.350589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114450.350000 sec): 3 clusters
  Score: Raw -225879.000540 + Penalty 2510.445160 = -223368.555380
  nChanged 827
		SP:Iteration 1F (114450.550000 sec): 3 clusters
  Score: Raw -226447.745056 + Penalty 2510.445160 = -223937.299896
  nChanged 196
		SP:Iteration 2F (114450.790000 sec): 3 clusters
  Score: Raw -226619.340744 + Penalty 2510.445160 = -224108.895584
  nChanged 149
		SP:Iteration 3F (114451.010000 sec): 3 clusters
  Score: Raw -226761.998838 + Penalty 2510.445160 = -224251.553678
  nChanged 119
		SP:Iteration 4F (114451.200000 sec): 3 clusters
  Score: Raw -226870.945598 + Penalty 2510.445160 = -224360.500438
  nChanged 88
		SP:Iteration 5Q (114451.380000 sec): 3 clusters
  Score: Raw -226959.325767 + Penalty 2510.445160 = -224448.880607
  nChanged 81
		SP:Iteration 6Q (114451.630000 sec): 3 clusters
  Score: Raw -227038.283184 + Penalty 2510.445160 = -224527.838024
  nChanged 70
		SP:Iteration 7Q (114451.790000 sec): 3 clusters
  Score: Raw -227107.910053 + Penalty 2510.445160 = -224597.464893
  nChanged 68
		SP:Iteration 8Q (114451.950000 sec): 3 clusters
  Score: Raw -227172.490260 + Penalty 2510.445160 = -224662.045100
  nChanged 56
		SP:Iteration 9Q (114452.100000 sec): 3 clusters
  Score: Raw -227210.399493 + Penalty 2510.445160 = -224699.954333
  nChanged 31
		SP:Iteration 10Q (114452.300000 sec): 3 clusters
  Score: Raw -227226.509584 + Penalty 2510.445160 = -224716.064424
  nChanged 25
		SP:Iteration 11Q (114452.500000 sec): 3 clusters
  Score: Raw -227243.384961 + Penalty 2510.445160 = -224732.939801
  nChanged 29
		SP:Iteration 12Q (114452.720000 sec): 3 clusters
  Score: Raw -227260.949841 + Penalty 2510.445160 = -224750.504681
  nChanged 31
		SP:Iteration 13Q (114452.900000 sec): 3 clusters
  Score: Raw -227282.085993 + Penalty 2510.445160 = -224771.640834
  nChanged 34
		SP:Iteration 14Q (114453.060000 sec): 3 clusters
  Score: Raw -227308.514564 + Penalty 2510.445160 = -224798.069404
  nChanged 33
		SP:Iteration 15Q (114453.210000 sec): 3 clusters
  Score: Raw -227333.846213 + Penalty 2510.445160 = -224823.401053
  nChanged 29
		SP:Iteration 16Q (114453.440000 sec): 3 clusters
  Score: Raw -227363.228670 + Penalty 2510.445160 = -224852.783510
  nChanged 42
		SP:Iteration 17Q (114453.640000 sec): 3 clusters
  Score: Raw -227401.058272 + Penalty 2510.445160 = -224890.613112
  nChanged 45
		SP:Iteration 18Q (114453.760000 sec): 3 clusters
  Score: Raw -227445.307958 + Penalty 2510.445160 = -224934.862798
  nChanged 42
		SP:Iteration 19Q (114453.940000 sec): 3 clusters
  Score: Raw -227477.413482 + Penalty 2510.445160 = -224966.968322
  nChanged 26
		SP:Iteration 20F (114454.120000 sec): 3 clusters
  Score: Raw -227493.854754 + Penalty 2510.445160 = -224983.409594
  nChanged 24
		SP:Iteration 21Q (114454.310000 sec): 3 clusters
  Score: Raw -227508.840330 + Penalty 2510.445160 = -224998.395170
  nChanged 26
		SP:Iteration 22Q (114454.450000 sec): 3 clusters
  Score: Raw -227524.157632 + Penalty 2510.445160 = -225013.712472
  nChanged 26
		SP:Iteration 23Q (114454.610000 sec): 3 clusters
  Score: Raw -227541.965790 + Penalty 2510.445160 = -225031.520630
  nChanged 19
		SP:Iteration 24Q (114454.790000 sec): 3 clusters
  Score: Raw -227553.679064 + Penalty 2510.445160 = -225043.233905
  nChanged 21
		SP:Iteration 25Q (114454.970000 sec): 3 clusters
  Score: Raw -227567.780376 + Penalty 2510.445160 = -225057.335216
  nChanged 22
		SP:Iteration 26Q (114455.160000 sec): 3 clusters
  Score: Raw -227584.901764 + Penalty 2510.445160 = -225074.456604
  nChanged 17
		SP:Iteration 27Q (114455.340000 sec): 3 clusters
  Score: Raw -227595.040679 + Penalty 2510.445160 = -225084.595519
  nChanged 12
		SP:Iteration 28Q (114455.510000 sec): 3 clusters
  Score: Raw -227602.723856 + Penalty 2510.445160 = -225092.278696
  nChanged 12
		SP:Iteration 29Q (114455.720000 sec): 3 clusters
  Score: Raw -227611.147010 + Penalty 2510.445160 = -225100.701850
  nChanged 12
		SP:Iteration 30Q (114455.930000 sec): 3 clusters
  Score: Raw -227617.441752 + Penalty 2510.445160 = -225106.996592
  nChanged 13
		SP:Iteration 31Q (114456.110000 sec): 3 clusters
  Score: Raw -227631.124167 + Penalty 2510.445160 = -225120.679007
  nChanged 21
		SP:Iteration 32Q (114456.340000 sec): 3 clusters
  Score: Raw -227660.512441 + Penalty 2510.445160 = -225150.067281
  nChanged 27
		SP:Iteration 33Q (114456.480000 sec): 3 clusters
  Score: Raw -227713.836237 + Penalty 2510.445160 = -225203.391077
  nChanged 41
		SP:Iteration 34Q (114456.690000 sec): 3 clusters
  Score: Raw -227801.316626 + Penalty 2510.445160 = -225290.871466
  nChanged 36
		SP:Iteration 35Q (114456.830000 sec): 3 clusters
  Score: Raw -227883.752340 + Penalty 2510.445160 = -225373.307180
  nChanged 48
		SP:Iteration 36Q (114457.060000 sec): 3 clusters
  Score: Raw -227970.579942 + Penalty 2510.445160 = -225460.134783
  nChanged 29
		SP:Iteration 37Q (114457.220000 sec): 3 clusters
  Score: Raw -228000.449517 + Penalty 2510.445160 = -225490.004357
  nChanged 27
		SP:Iteration 38Q (114457.420000 sec): 3 clusters
  Score: Raw -228028.345576 + Penalty 2510.445160 = -225517.900416
  nChanged 22
		SP:Iteration 39Q (114457.620000 sec): 3 clusters
  Score: Raw -228054.379770 + Penalty 2510.445160 = -225543.934610
  nChanged 19
		SP:Iteration 40F (114457.780000 sec): 3 clusters
  Score: Raw -228073.577414 + Penalty 2510.445160 = -225563.132254
  nChanged 13
		SP:Iteration 41Q (114458.000000 sec): 3 clusters
  Score: Raw -228079.320265 + Penalty 2510.445160 = -225568.875106
  nChanged 6
		SP:Iteration 42Q (114458.160000 sec): 3 clusters
  Score: Raw -228083.057543 + Penalty 2510.445160 = -225572.612383
  nChanged 3
		SP:Iteration 43Q (114458.370000 sec): 3 clusters
  Score: Raw -228084.718918 + Penalty 2510.445160 = -225574.273758
  nChanged 1
		SP:Iteration 44Q (114458.590000 sec): 3 clusters
  Score: Raw -228085.072044 + Penalty 2510.445160 = -225574.626884
  nChanged 0
		SP:Iteration 45F (114458.740000 sec): 3 clusters
  Score: Raw -228085.072044 + Penalty 2510.445160 = -225574.626884
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114458.870000 sec): 2 clusters
  Score: Raw -734059.613344 + Penalty 1432.979321 = -732626.634023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114459.080000 sec): 3 clusters
  Score: Raw -730356.800122 + Penalty 2865.958642 = -727490.841480
  nChanged 2879
		SP:Iteration 1F (114459.300000 sec): 3 clusters
  Score: Raw -731873.165808 + Penalty 2865.958642 = -729007.207166
  nChanged 417
		SP:Iteration 2F (114459.490000 sec): 3 clusters
  Score: Raw -732050.432607 + Penalty 2865.958642 = -729184.473965
  nChanged 314
		SP:Iteration 3Q (114459.690000 sec): 3 clusters
  Score: Raw -732163.382212 + Penalty 2865.958642 = -729297.423570
  nChanged 249
		SP:Iteration 4Q (114459.940000 sec): 3 clusters
  Score: Raw -732248.567026 + Penalty 2865.958642 = -729382.608384
  nChanged 188
		SP:Iteration 5Q (114460.160000 sec): 3 clusters
  Score: Raw -732316.637533 + Penalty 2865.958642 = -729450.678890
  nChanged 173
		SP:Iteration 6Q (114460.380000 sec): 3 clusters
  Score: Raw -732379.772952 + Penalty 2865.958642 = -729513.814310
  nChanged 160
		SP:Iteration 7Q (114460.550000 sec): 3 clusters
  Score: Raw -732448.121331 + Penalty 2865.958642 = -729582.162689
  nChanged 178
		SP:Iteration 8Q (114460.820000 sec): 3 clusters
  Score: Raw -732511.659438 + Penalty 2865.958642 = -729645.700796
  nChanged 159
		SP:Iteration 9Q (114461.040000 sec): 3 clusters
  Score: Raw -732570.292819 + Penalty 2865.958642 = -729704.334177
  nChanged 169
		SP:Iteration 10Q (114461.290000 sec): 3 clusters
  Score: Raw -732632.986561 + Penalty 2865.958642 = -729767.027919
  nChanged 156
		SP:Iteration 11Q (114461.510000 sec): 3 clusters
  Score: Raw -732688.655587 + Penalty 2865.958642 = -729822.696945
  nChanged 149
		SP:Iteration 12Q (114461.700000 sec): 3 clusters
  Score: Raw -732750.827876 + Penalty 2865.958642 = -729884.869234
  nChanged 175
		SP:Iteration 13Q (114461.930000 sec): 3 clusters
  Score: Raw -732820.751889 + Penalty 2865.958642 = -729954.793246
  nChanged 174
		SP:Iteration 14Q (114462.180000 sec): 3 clusters
  Score: Raw -732892.355869 + Penalty 2865.958642 = -730026.397226
  nChanged 189
		SP:Iteration 15Q (114462.360000 sec): 3 clusters
  Score: Raw -732976.319954 + Penalty 2865.958642 = -730110.361311
  nChanged 180
		SP:Iteration 16Q (114462.550000 sec): 3 clusters
  Score: Raw -733063.433508 + Penalty 2865.958642 = -730197.474866
  nChanged 200
		SP:Iteration 17Q (114462.790000 sec): 3 clusters
  Score: Raw -733163.469341 + Penalty 2865.958642 = -730297.510699
  nChanged 201
		SP:Iteration 18Q (114463.070000 sec): 3 clusters
  Score: Raw -733278.989391 + Penalty 2865.958642 = -730413.030749
  nChanged 216
		SP:Iteration 19Q (114463.250000 sec): 3 clusters
  Score: Raw -733408.223963 + Penalty 2865.958642 = -730542.265321
  nChanged 202
		SP:Iteration 20F (114463.480000 sec): 3 clusters
  Score: Raw -733534.746151 + Penalty 2865.958642 = -730668.787508
  nChanged 190
		SP:Iteration 21Q (114463.680000 sec): 3 clusters
  Score: Raw -733665.234370 + Penalty 2865.958642 = -730799.275728
  nChanged 169
		SP:Iteration 22Q (114463.870000 sec): 3 clusters
  Score: Raw -733791.918848 + Penalty 2865.958642 = -730925.960205
  nChanged 138
		SP:Iteration 23Q (114464.090000 sec): 3 clusters
  Score: Raw -733880.496873 + Penalty 2865.958642 = -731014.538230
  nChanged 137
		SP:Iteration 24Q (114464.290000 sec): 3 clusters
  Score: Raw -733958.594974 + Penalty 2865.958642 = -731092.636332
  nChanged 121
		SP:Iteration 25Q (114464.470000 sec): 3 clusters
  Score: Raw -734033.495255 + Penalty 2865.958642 = -731167.536613
  nChanged 106
		SP:Iteration 26Q (114464.670000 sec): 3 clusters
  Score: Raw -734095.147908 + Penalty 2865.958642 = -731229.189266
  nChanged 89
		SP:Iteration 27Q (114464.850000 sec): 3 clusters
  Score: Raw -734136.395250 + Penalty 2865.958642 = -731270.436608
  nChanged 69
		SP:Iteration 28Q (114465.030000 sec): 3 clusters
  Score: Raw -734167.684847 + Penalty 2865.958642 = -731301.726205
  nChanged 51
		SP:Iteration 29Q (114465.230000 sec): 3 clusters
  Score: Raw -734188.039257 + Penalty 2865.958642 = -731322.080615
  nChanged 36
		SP:Iteration 30Q (114465.460000 sec): 3 clusters
  Score: Raw -734199.182151 + Penalty 2865.958642 = -731333.223509
  nChanged 31
		SP:Iteration 31Q (114465.680000 sec): 3 clusters
  Score: Raw -734211.279145 + Penalty 2865.958642 = -731345.320503
  nChanged 33
		SP:Iteration 32Q (114465.900000 sec): 3 clusters
  Score: Raw -734224.054567 + Penalty 2865.958642 = -731358.095925
  nChanged 28
		SP:Iteration 33Q (114466.140000 sec): 3 clusters
  Score: Raw -734231.037655 + Penalty 2865.958642 = -731365.079013
  nChanged 17
		SP:Iteration 34Q (114466.370000 sec): 3 clusters
  Score: Raw -734235.363694 + Penalty 2865.958642 = -731369.405052
  nChanged 16
		SP:Iteration 35Q (114466.590000 sec): 3 clusters
  Score: Raw -734239.418988 + Penalty 2865.958642 = -731373.460346
  nChanged 15
		SP:Iteration 36Q (114466.830000 sec): 3 clusters
  Score: Raw -734244.751699 + Penalty 2865.958642 = -731378.793057
  nChanged 18
		SP:Iteration 37Q (114467.030000 sec): 3 clusters
  Score: Raw -734251.048071 + Penalty 2865.958642 = -731385.089428
  nChanged 25
		SP:Iteration 38Q (114467.270000 sec): 3 clusters
  Score: Raw -734260.983245 + Penalty 2865.958642 = -731395.024603
  nChanged 18
		SP:Iteration 39Q (114467.560000 sec): 3 clusters
  Score: Raw -734266.972859 + Penalty 2865.958642 = -731401.014217
  nChanged 19
		SP:Iteration 40F (114467.740000 sec): 3 clusters
  Score: Raw -734271.780894 + Penalty 2865.958642 = -731405.822252
  nChanged 12
		SP:Iteration 41Q (114467.960000 sec): 3 clusters
  Score: Raw -734274.467501 + Penalty 2865.958642 = -731408.508858
  nChanged 8
		SP:Iteration 42Q (114468.200000 sec): 3 clusters
  Score: Raw -734276.039251 + Penalty 2865.958642 = -731410.080609
  nChanged 6
		SP:Iteration 43Q (114468.400000 sec): 3 clusters
  Score: Raw -734277.858352 + Penalty 2865.958642 = -731411.899710
  nChanged 4
		SP:Iteration 44Q (114468.550000 sec): 3 clusters
  Score: Raw -734278.753182 + Penalty 2865.958642 = -731412.794540
  nChanged 2
		SP:Iteration 45Q (114468.700000 sec): 3 clusters
  Score: Raw -734279.361680 + Penalty 2865.958642 = -731413.403038
  nChanged 0
		SP:Iteration 46F (114468.860000 sec): 3 clusters
  Score: Raw -734279.361680 + Penalty 2865.958642 = -731413.403038
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (7305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114468.950000 sec): 2 clusters
  Score: Raw -683490.941007 + Penalty 1445.651078 = -682045.289930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114469.150000 sec): 3 clusters
  Score: Raw -679424.925237 + Penalty 2891.302155 = -676533.623081
  nChanged 3117
		SP:Iteration 1F (114469.340000 sec): 3 clusters
  Score: Raw -681171.591280 + Penalty 2891.302155 = -678280.289124
  nChanged 551
		SP:Iteration 2F (114469.540000 sec): 3 clusters
  Score: Raw -681475.914642 + Penalty 2891.302155 = -678584.612487
  nChanged 429
		SP:Iteration 3F (114469.670000 sec): 3 clusters
  Score: Raw -681701.963379 + Penalty 2891.302155 = -678810.661224
  nChanged 371
		SP:Iteration 4F (114469.900000 sec): 3 clusters
  Score: Raw -681895.626497 + Penalty 2891.302155 = -679004.324341
  nChanged 317
		SP:Iteration 5Q (114470.080000 sec): 3 clusters
  Score: Raw -682058.408560 + Penalty 2891.302155 = -679167.106405
  nChanged 291
		SP:Iteration 6Q (114470.310000 sec): 3 clusters
  Score: Raw -682220.436979 + Penalty 2891.302155 = -679329.134823
  nChanged 285
		SP:Iteration 7Q (114470.520000 sec): 3 clusters
  Score: Raw -682368.221680 + Penalty 2891.302155 = -679476.919525
  nChanged 276
		SP:Iteration 8Q (114470.750000 sec): 3 clusters
  Score: Raw -682521.931145 + Penalty 2891.302155 = -679630.628989
  nChanged 244
		SP:Iteration 9Q (114470.970000 sec): 3 clusters
  Score: Raw -682643.906256 + Penalty 2891.302155 = -679752.604101
  nChanged 221
		SP:Iteration 10Q (114471.160000 sec): 3 clusters
  Score: Raw -682744.611996 + Penalty 2891.302155 = -679853.309841
  nChanged 197
		SP:Iteration 11Q (114471.340000 sec): 3 clusters
  Score: Raw -682833.629080 + Penalty 2891.302155 = -679942.326924
  nChanged 174
		SP:Iteration 12Q (114471.620000 sec): 3 clusters
  Score: Raw -682911.412504 + Penalty 2891.302155 = -680020.110348
  nChanged 148
		SP:Iteration 13Q (114471.800000 sec): 3 clusters
  Score: Raw -682983.770838 + Penalty 2891.302155 = -680092.468683
  nChanged 145
		SP:Iteration 14Q (114471.980000 sec): 3 clusters
  Score: Raw -683062.839133 + Penalty 2891.302155 = -680171.536978
  nChanged 155
		SP:Iteration 15Q (114472.170000 sec): 3 clusters
  Score: Raw -683143.516295 + Penalty 2891.302155 = -680252.214139
  nChanged 129
		SP:Iteration 16Q (114472.330000 sec): 3 clusters
  Score: Raw -683205.979270 + Penalty 2891.302155 = -680314.677115
  nChanged 99
		SP:Iteration 17Q (114472.500000 sec): 3 clusters
  Score: Raw -683248.183528 + Penalty 2891.302155 = -680356.881373
  nChanged 96
		SP:Iteration 18Q (114472.680000 sec): 3 clusters
  Score: Raw -683291.199765 + Penalty 2891.302155 = -680399.897609
  nChanged 77
		SP:Iteration 19Q (114472.920000 sec): 3 clusters
  Score: Raw -683328.938720 + Penalty 2891.302155 = -680437.636565
  nChanged 78
		SP:Iteration 20F (114473.120000 sec): 3 clusters
  Score: Raw -683369.873352 + Penalty 2891.302155 = -680478.571197
  nChanged 70
		SP:Iteration 21Q (114473.320000 sec): 3 clusters
  Score: Raw -683400.098575 + Penalty 2891.302155 = -680508.796420
  nChanged 62
		SP:Iteration 22Q (114473.530000 sec): 3 clusters
  Score: Raw -683428.977516 + Penalty 2891.302155 = -680537.675360
  nChanged 57
		SP:Iteration 23Q (114473.650000 sec): 3 clusters
  Score: Raw -683454.076311 + Penalty 2891.302155 = -680562.774156
  nChanged 47
		SP:Iteration 24Q (114473.820000 sec): 3 clusters
  Score: Raw -683469.583281 + Penalty 2891.302155 = -680578.281126
  nChanged 44
		SP:Iteration 25Q (114474.060000 sec): 3 clusters
  Score: Raw -683484.770779 + Penalty 2891.302155 = -680593.468624
  nChanged 47
		SP:Iteration 26Q (114474.230000 sec): 3 clusters
  Score: Raw -683509.613011 + Penalty 2891.302155 = -680618.310855
  nChanged 59
		SP:Iteration 27Q (114474.390000 sec): 3 clusters
  Score: Raw -683539.559261 + Penalty 2891.302155 = -680648.257106
  nChanged 53
		SP:Iteration 28Q (114474.590000 sec): 3 clusters
  Score: Raw -683567.762659 + Penalty 2891.302155 = -680676.460504
  nChanged 46
		SP:Iteration 29Q (114474.770000 sec): 3 clusters
  Score: Raw -683592.279273 + Penalty 2891.302155 = -680700.977118
  nChanged 37
		SP:Iteration 30Q (114475.000000 sec): 3 clusters
  Score: Raw -683610.341531 + Penalty 2891.302155 = -680719.039376
  nChanged 32
		SP:Iteration 31Q (114475.240000 sec): 3 clusters
  Score: Raw -683624.353107 + Penalty 2891.302155 = -680733.050952
  nChanged 29
		SP:Iteration 32Q (114475.430000 sec): 3 clusters
  Score: Raw -683637.275570 + Penalty 2891.302155 = -680745.973415
  nChanged 24
		SP:Iteration 33Q (114475.620000 sec): 3 clusters
  Score: Raw -683647.307608 + Penalty 2891.302155 = -680756.005453
  nChanged 29
		SP:Iteration 34Q (114475.860000 sec): 3 clusters
  Score: Raw -683665.649591 + Penalty 2891.302155 = -680774.347435
  nChanged 41
		SP:Iteration 35Q (114476.100000 sec): 3 clusters
  Score: Raw -683689.983960 + Penalty 2891.302155 = -680798.681805
  nChanged 39
		SP:Iteration 36Q (114476.330000 sec): 3 clusters
  Score: Raw -683715.008447 + Penalty 2891.302155 = -680823.706292
  nChanged 36
		SP:Iteration 37Q (114476.520000 sec): 3 clusters
  Score: Raw -683739.298887 + Penalty 2891.302155 = -680847.996732
  nChanged 32
		SP:Iteration 38Q (114476.750000 sec): 3 clusters
  Score: Raw -683764.582157 + Penalty 2891.302155 = -680873.280002
  nChanged 31
		SP:Iteration 39Q (114476.970000 sec): 3 clusters
  Score: Raw -683782.794018 + Penalty 2891.302155 = -680891.491862
  nChanged 25
		SP:Iteration 40F (114477.160000 sec): 3 clusters
  Score: Raw -683798.996749 + Penalty 2891.302155 = -680907.694594
  nChanged 17
		SP:Iteration 41Q (114477.410000 sec): 3 clusters
  Score: Raw -683807.902116 + Penalty 2891.302155 = -680916.599961
  nChanged 17
		SP:Iteration 42Q (114477.610000 sec): 3 clusters
  Score: Raw -683816.192053 + Penalty 2891.302155 = -680924.889897
  nChanged 12
		SP:Iteration 43Q (114477.860000 sec): 3 clusters
  Score: Raw -683822.566855 + Penalty 2891.302155 = -680931.264700
  nChanged 8
		SP:Iteration 44Q (114478.040000 sec): 3 clusters
  Score: Raw -683826.246583 + Penalty 2891.302155 = -680934.944428
  nChanged 11
		SP:Iteration 45Q (114478.270000 sec): 3 clusters
  Score: Raw -683835.414821 + Penalty 2891.302155 = -680944.112666
  nChanged 14
		SP:Iteration 46Q (114478.490000 sec): 3 clusters
  Score: Raw -683841.271909 + Penalty 2891.302155 = -680949.969754
  nChanged 6
		SP:Iteration 47Q (114478.710000 sec): 3 clusters
  Score: Raw -683843.949070 + Penalty 2891.302155 = -680952.646915
  nChanged 10
		SP:Iteration 48Q (114478.940000 sec): 3 clusters
  Score: Raw -683849.984540 + Penalty 2891.302155 = -680958.682385
  nChanged 15
		SP:Iteration 49Q (114479.150000 sec): 3 clusters
  Score: Raw -683858.261520 + Penalty 2891.302155 = -680966.959365
  nChanged 11
		SP:Iteration 50Q (114479.370000 sec): 3 clusters
  Score: Raw -683863.367682 + Penalty 2891.302155 = -680972.065526
  nChanged 9
		SP:Iteration 51Q (114479.610000 sec): 3 clusters
  Score: Raw -683867.122624 + Penalty 2891.302155 = -680975.820468
  nChanged 6
		SP:Iteration 52Q (114479.830000 sec): 3 clusters
  Score: Raw -683870.134980 + Penalty 2891.302155 = -680978.832825
  nChanged 9
		SP:Iteration 53Q (114480.000000 sec): 3 clusters
  Score: Raw -683874.611002 + Penalty 2891.302155 = -680983.308847
  nChanged 11
		SP:Iteration 54Q (114480.250000 sec): 3 clusters
  Score: Raw -683880.299655 + Penalty 2891.302155 = -680988.997499
  nChanged 7
		SP:Iteration 55Q (114480.440000 sec): 3 clusters
  Score: Raw -683882.393259 + Penalty 2891.302155 = -680991.091104
  nChanged 3
		SP:Iteration 56Q (114480.690000 sec): 3 clusters
  Score: Raw -683883.451372 + Penalty 2891.302155 = -680992.149216
  nChanged 1
		SP:Iteration 57Q (114480.910000 sec): 3 clusters
  Score: Raw -683883.684038 + Penalty 2891.302155 = -680992.381883
  nChanged 0
		SP:Iteration 58F (114481.090000 sec): 3 clusters
  Score: Raw -683883.684038 + Penalty 2891.302155 = -680992.381883
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114481.240000 sec): 2 clusters
  Score: Raw -1094124.268995 + Penalty 1509.186480 = -1092615.082515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114481.500000 sec): 3 clusters
  Score: Raw -1088041.679570 + Penalty 3018.372959 = -1085023.306611
  nChanged 4624
		SP:Iteration 1F (114481.680000 sec): 3 clusters
  Score: Raw -1090470.246705 + Penalty 3018.372959 = -1087451.873745
  nChanged 593
		SP:Iteration 2F (114481.970000 sec): 3 clusters
  Score: Raw -1090733.788583 + Penalty 3018.372959 = -1087715.415624
  nChanged 560
		SP:Iteration 3F (114482.150000 sec): 3 clusters
  Score: Raw -1090972.697411 + Penalty 3018.372959 = -1087954.324452
  nChanged 502
		SP:Iteration 4Q (114482.400000 sec): 3 clusters
  Score: Raw -1091186.487776 + Penalty 3018.372959 = -1088168.114816
  nChanged 445
		SP:Iteration 5Q (114482.660000 sec): 3 clusters
  Score: Raw -1091389.578179 + Penalty 3018.372959 = -1088371.205220
  nChanged 426
		SP:Iteration 6Q (114482.880000 sec): 3 clusters
  Score: Raw -1091592.778551 + Penalty 3018.372959 = -1088574.405592
  nChanged 391
		SP:Iteration 7Q (114483.110000 sec): 3 clusters
  Score: Raw -1091756.751951 + Penalty 3018.372959 = -1088738.378992
  nChanged 357
		SP:Iteration 8Q (114483.360000 sec): 3 clusters
  Score: Raw -1091918.768675 + Penalty 3018.372959 = -1088900.395715
  nChanged 368
		SP:Iteration 9Q (114483.590000 sec): 3 clusters
  Score: Raw -1092083.676293 + Penalty 3018.372959 = -1089065.303333
  nChanged 360
		SP:Iteration 10Q (114483.810000 sec): 3 clusters
  Score: Raw -1092265.692116 + Penalty 3018.372959 = -1089247.319157
  nChanged 362
		SP:Iteration 11Q (114484.010000 sec): 3 clusters
  Score: Raw -1092470.665574 + Penalty 3018.372959 = -1089452.292615
  nChanged 390
		SP:Iteration 12Q (114484.300000 sec): 3 clusters
  Score: Raw -1092741.955442 + Penalty 3018.372959 = -1089723.582483
  nChanged 454
		SP:Iteration 13Q (114484.500000 sec): 3 clusters
  Score: Raw -1093067.983616 + Penalty 3018.372959 = -1090049.610657
  nChanged 412
		SP:Iteration 14Q (114484.750000 sec): 3 clusters
  Score: Raw -1093346.389323 + Penalty 3018.372959 = -1090328.016364
  nChanged 353
		SP:Iteration 15Q (114485.000000 sec): 3 clusters
  Score: Raw -1093582.067755 + Penalty 3018.372959 = -1090563.694796
  nChanged 281
		SP:Iteration 16Q (114485.220000 sec): 3 clusters
  Score: Raw -1093754.858792 + Penalty 3018.372959 = -1090736.485833
  nChanged 238
		SP:Iteration 17Q (114485.430000 sec): 3 clusters
  Score: Raw -1093916.654187 + Penalty 3018.372959 = -1090898.281228
  nChanged 230
		SP:Iteration 18Q (114485.680000 sec): 3 clusters
  Score: Raw -1094086.712493 + Penalty 3018.372959 = -1091068.339533
  nChanged 195
		SP:Iteration 19Q (114485.930000 sec): 3 clusters
  Score: Raw -1094224.851928 + Penalty 3018.372959 = -1091206.478968
  nChanged 163
		SP:Iteration 20F (114486.150000 sec): 3 clusters
  Score: Raw -1094310.727025 + Penalty 3018.372959 = -1091292.354065
  nChanged 116
		SP:Iteration 21Q (114486.390000 sec): 3 clusters
  Score: Raw -1094357.373058 + Penalty 3018.372959 = -1091339.000099
  nChanged 83
		SP:Iteration 22Q (114486.610000 sec): 3 clusters
  Score: Raw -1094378.839809 + Penalty 3018.372959 = -1091360.466850
  nChanged 55
		SP:Iteration 23Q (114486.810000 sec): 3 clusters
  Score: Raw -1094393.210461 + Penalty 3018.372959 = -1091374.837502
  nChanged 58
		SP:Iteration 24Q (114487.000000 sec): 3 clusters
  Score: Raw -1094407.732122 + Penalty 3018.372959 = -1091389.359163
  nChanged 59
		SP:Iteration 25Q (114487.240000 sec): 3 clusters
  Score: Raw -1094422.171910 + Penalty 3018.372959 = -1091403.798951
  nChanged 47
		SP:Iteration 26Q (114487.460000 sec): 3 clusters
  Score: Raw -1094433.863017 + Penalty 3018.372959 = -1091415.490058
  nChanged 37
		SP:Iteration 27Q (114487.680000 sec): 3 clusters
  Score: Raw -1094441.499976 + Penalty 3018.372959 = -1091423.127017
  nChanged 29
		SP:Iteration 28Q (114487.890000 sec): 3 clusters
  Score: Raw -1094446.708623 + Penalty 3018.372959 = -1091428.335664
  nChanged 29
		SP:Iteration 29Q (114488.130000 sec): 3 clusters
  Score: Raw -1094452.128715 + Penalty 3018.372959 = -1091433.755756
  nChanged 25
		SP:Iteration 30Q (114488.350000 sec): 3 clusters
  Score: Raw -1094456.453164 + Penalty 3018.372959 = -1091438.080205
  nChanged 23
		SP:Iteration 31Q (114488.570000 sec): 3 clusters
  Score: Raw -1094460.834058 + Penalty 3018.372959 = -1091442.461099
  nChanged 20
		SP:Iteration 32Q (114488.820000 sec): 3 clusters
  Score: Raw -1094464.443862 + Penalty 3018.372959 = -1091446.070903
  nChanged 18
		SP:Iteration 33Q (114489.070000 sec): 3 clusters
  Score: Raw -1094467.168442 + Penalty 3018.372959 = -1091448.795482
  nChanged 16
		SP:Iteration 34Q (114489.290000 sec): 3 clusters
  Score: Raw -1094469.758594 + Penalty 3018.372959 = -1091451.385635
  nChanged 15
		SP:Iteration 35Q (114489.550000 sec): 3 clusters
  Score: Raw -1094472.245938 + Penalty 3018.372959 = -1091453.872979
  nChanged 14
		SP:Iteration 36Q (114489.820000 sec): 3 clusters
  Score: Raw -1094474.175525 + Penalty 3018.372959 = -1091455.802565
  nChanged 13
		SP:Iteration 37Q (114490.070000 sec): 3 clusters
  Score: Raw -1094475.477424 + Penalty 3018.372959 = -1091457.104464
  nChanged 10
		SP:Iteration 38Q (114490.310000 sec): 3 clusters
  Score: Raw -1094476.792200 + Penalty 3018.372959 = -1091458.419240
  nChanged 14
		SP:Iteration 39Q (114490.560000 sec): 3 clusters
  Score: Raw -1094479.025498 + Penalty 3018.372959 = -1091460.652538
  nChanged 9
		SP:Iteration 40F (114490.770000 sec): 3 clusters
  Score: Raw -1094479.900900 + Penalty 3018.372959 = -1091461.527941
  nChanged 8
		SP:Iteration 41Q (114490.960000 sec): 3 clusters
  Score: Raw -1094481.208145 + Penalty 3018.372959 = -1091462.835185
  nChanged 6
		SP:Iteration 42Q (114491.190000 sec): 3 clusters
  Score: Raw -1094481.817932 + Penalty 3018.372959 = -1091463.444973
  nChanged 9
		SP:Iteration 43Q (114491.410000 sec): 3 clusters
  Score: Raw -1094482.917778 + Penalty 3018.372959 = -1091464.544819
  nChanged 5
		SP:Iteration 44Q (114491.630000 sec): 3 clusters
  Score: Raw -1094483.537620 + Penalty 3018.372959 = -1091465.164661
  nChanged 4
		SP:Iteration 45Q (114491.910000 sec): 3 clusters
  Score: Raw -1094484.036006 + Penalty 3018.372959 = -1091465.663047
  nChanged 2
		SP:Iteration 46Q (114492.120000 sec): 3 clusters
  Score: Raw -1094484.416651 + Penalty 3018.372959 = -1091466.043692
  nChanged 2
		SP:Iteration 47Q (114492.370000 sec): 3 clusters
  Score: Raw -1094484.761490 + Penalty 3018.372959 = -1091466.388530
  nChanged 5
		SP:Iteration 48Q (114492.580000 sec): 3 clusters
  Score: Raw -1094485.453642 + Penalty 3018.372959 = -1091467.080683
  nChanged 5
		SP:Iteration 49Q (114492.770000 sec): 3 clusters
  Score: Raw -1094486.013100 + Penalty 3018.372959 = -1091467.640141
  nChanged 4
		SP:Iteration 50Q (114493.000000 sec): 3 clusters
  Score: Raw -1094486.363528 + Penalty 3018.372959 = -1091467.990568
  nChanged 1
		SP:Iteration 51Q (114493.270000 sec): 3 clusters
  Score: Raw -1094486.407201 + Penalty 3018.372959 = -1091468.034241
  nChanged 1
		SP:Iteration 52Q (114493.510000 sec): 3 clusters
  Score: Raw -1094486.488315 + Penalty 3018.372959 = -1091468.115355
  nChanged 0
		SP:Iteration 53F (114493.750000 sec): 3 clusters
  Score: Raw -1094486.488315 + Penalty 3018.372959 = -1091468.115355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114493.880000 sec): 2 clusters
  Score: Raw -370852.178783 + Penalty 1329.256618 = -369522.922166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114494.080000 sec): 3 clusters
  Score: Raw -369091.218733 + Penalty 2658.513235 = -366432.705497
  nChanged 1402
		SP:Iteration 1F (114494.230000 sec): 3 clusters
  Score: Raw -369937.474039 + Penalty 2658.513235 = -367278.960803
  nChanged 324
		SP:Iteration 2F (114494.420000 sec): 3 clusters
  Score: Raw -370184.659838 + Penalty 2658.513235 = -367526.146602
  nChanged 289
		SP:Iteration 3F (114494.650000 sec): 3 clusters
  Score: Raw -370480.199868 + Penalty 2658.513235 = -367821.686633
  nChanged 273
		SP:Iteration 4F (114494.840000 sec): 3 clusters
  Score: Raw -370738.584391 + Penalty 2658.513235 = -368080.071156
  nChanged 221
		SP:Iteration 5F (114495.070000 sec): 3 clusters
  Score: Raw -370931.038069 + Penalty 2658.513235 = -368272.524834
  nChanged 171
		SP:Iteration 6Q (114495.220000 sec): 3 clusters
  Score: Raw -371090.534412 + Penalty 2658.513235 = -368432.021177
  nChanged 150
		SP:Iteration 7Q (114495.400000 sec): 3 clusters
  Score: Raw -371192.838130 + Penalty 2658.513235 = -368534.324895
  nChanged 92
		SP:Iteration 8Q (114495.640000 sec): 3 clusters
  Score: Raw -371245.117501 + Penalty 2658.513235 = -368586.604265
  nChanged 64
		SP:Iteration 9Q (114495.810000 sec): 3 clusters
  Score: Raw -371279.884303 + Penalty 2658.513235 = -368621.371068
  nChanged 56
		SP:Iteration 10Q (114495.960000 sec): 3 clusters
  Score: Raw -371303.514964 + Penalty 2658.513235 = -368645.001728
  nChanged 36
		SP:Iteration 11Q (114496.180000 sec): 3 clusters
  Score: Raw -371316.089918 + Penalty 2658.513235 = -368657.576683
  nChanged 19
		SP:Iteration 12Q (114496.340000 sec): 3 clusters
  Score: Raw -371323.111563 + Penalty 2658.513235 = -368664.598328
  nChanged 15
		SP:Iteration 13Q (114496.550000 sec): 3 clusters
  Score: Raw -371328.243445 + Penalty 2658.513235 = -368669.730210
  nChanged 11
		SP:Iteration 14Q (114496.780000 sec): 3 clusters
  Score: Raw -371332.735166 + Penalty 2658.513235 = -368674.221931
  nChanged 11
		SP:Iteration 15Q (114496.970000 sec): 3 clusters
  Score: Raw -371335.727622 + Penalty 2658.513235 = -368677.214387
  nChanged 7
		SP:Iteration 16Q (114497.140000 sec): 3 clusters
  Score: Raw -371337.475840 + Penalty 2658.513235 = -368678.962605
  nChanged 7
		SP:Iteration 17Q (114497.320000 sec): 3 clusters
  Score: Raw -371339.253867 + Penalty 2658.513235 = -368680.740632
  nChanged 4
		SP:Iteration 18Q (114497.500000 sec): 3 clusters
  Score: Raw -371340.296318 + Penalty 2658.513235 = -368681.783083
  nChanged 2
		SP:Iteration 19Q (114497.740000 sec): 3 clusters
  Score: Raw -371340.857049 + Penalty 2658.513235 = -368682.343814
  nChanged 0
		SP:Iteration 20F (114497.950000 sec): 3 clusters
  Score: Raw -371340.857049 + Penalty 2658.513235 = -368682.343814
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114498.100000 sec): 2 clusters
  Score: Raw -1917327.142296 + Penalty 1593.311250 = -1915733.831046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114498.430000 sec): 3 clusters
  Score: Raw -1906589.709719 + Penalty 3186.622499 = -1903403.087220
  nChanged 8170
		SP:Iteration 1F (114498.700000 sec): 3 clusters
  Score: Raw -1910919.556027 + Penalty 3186.622499 = -1907732.933528
  nChanged 928
		SP:Iteration 2F (114498.970000 sec): 3 clusters
  Score: Raw -1911287.358760 + Penalty 3186.622499 = -1908100.736260
  nChanged 897
		SP:Iteration 3Q (114499.210000 sec): 3 clusters
  Score: Raw -1911655.920720 + Penalty 3186.622499 = -1908469.298221
  nChanged 896
		SP:Iteration 4Q (114499.540000 sec): 3 clusters
  Score: Raw -1912116.917188 + Penalty 3186.622499 = -1908930.294689
  nChanged 937
		SP:Iteration 5F (114499.810000 sec): 3 clusters
  Score: Raw -1912647.271584 + Penalty 3186.622499 = -1909460.649085
  nChanged 1021
		SP:Iteration 6F (114500.100000 sec): 3 clusters
  Score: Raw -1913321.983809 + Penalty 3186.622499 = -1910135.361309
  nChanged 1008
		SP:Iteration 7F (114500.330000 sec): 3 clusters
  Score: Raw -1914034.665487 + Penalty 3186.622499 = -1910848.042987
  nChanged 975
		SP:Iteration 8F (114500.590000 sec): 3 clusters
  Score: Raw -1914722.774859 + Penalty 3186.622499 = -1911536.152359
  nChanged 872
		SP:Iteration 9Q (114500.830000 sec): 3 clusters
  Score: Raw -1915280.396681 + Penalty 3186.622499 = -1912093.774181
  nChanged 718
		SP:Iteration 10Q (114501.070000 sec): 3 clusters
  Score: Raw -1915669.736894 + Penalty 3186.622499 = -1912483.114395
  nChanged 506
		SP:Iteration 11Q (114501.330000 sec): 3 clusters
  Score: Raw -1915886.103990 + Penalty 3186.622499 = -1912699.481491
  nChanged 349
		SP:Iteration 12Q (114501.630000 sec): 3 clusters
  Score: Raw -1916014.549036 + Penalty 3186.622499 = -1912827.926537
  nChanged 283
		SP:Iteration 13Q (114501.880000 sec): 3 clusters
  Score: Raw -1916123.443831 + Penalty 3186.622499 = -1912936.821332
  nChanged 281
		SP:Iteration 14Q (114502.200000 sec): 3 clusters
  Score: Raw -1916229.533076 + Penalty 3186.622499 = -1913042.910576
  nChanged 266
		SP:Iteration 15Q (114502.460000 sec): 3 clusters
  Score: Raw -1916323.638582 + Penalty 3186.622499 = -1913137.016083
  nChanged 241
		SP:Iteration 16Q (114502.750000 sec): 3 clusters
  Score: Raw -1916402.115357 + Penalty 3186.622499 = -1913215.492858
  nChanged 198
		SP:Iteration 17Q (114503.060000 sec): 3 clusters
  Score: Raw -1916464.895592 + Penalty 3186.622499 = -1913278.273092
  nChanged 190
		SP:Iteration 18Q (114503.350000 sec): 3 clusters
  Score: Raw -1916524.343129 + Penalty 3186.622499 = -1913337.720630
  nChanged 194
		SP:Iteration 19Q (114503.660000 sec): 3 clusters
  Score: Raw -1916583.466200 + Penalty 3186.622499 = -1913396.843701
  nChanged 173
		SP:Iteration 20F (114503.970000 sec): 3 clusters
  Score: Raw -1916634.187418 + Penalty 3186.622499 = -1913447.564918
  nChanged 152
		SP:Iteration 21Q (114504.220000 sec): 3 clusters
  Score: Raw -1916677.453731 + Penalty 3186.622499 = -1913490.831232
  nChanged 145
		SP:Iteration 22Q (114504.470000 sec): 3 clusters
  Score: Raw -1916722.345077 + Penalty 3186.622499 = -1913535.722577
  nChanged 140
		SP:Iteration 23Q (114504.730000 sec): 3 clusters
  Score: Raw -1916768.660434 + Penalty 3186.622499 = -1913582.037934
  nChanged 143
		SP:Iteration 24Q (114505.000000 sec): 3 clusters
  Score: Raw -1916813.479357 + Penalty 3186.622499 = -1913626.856858
  nChanged 128
		SP:Iteration 25Q (114505.210000 sec): 3 clusters
  Score: Raw -1916851.756141 + Penalty 3186.622499 = -1913665.133642
  nChanged 121
		SP:Iteration 26Q (114505.450000 sec): 3 clusters
  Score: Raw -1916889.758620 + Penalty 3186.622499 = -1913703.136121
  nChanged 139
		SP:Iteration 27Q (114505.710000 sec): 3 clusters
  Score: Raw -1916930.115455 + Penalty 3186.622499 = -1913743.492956
  nChanged 126
		SP:Iteration 28Q (114505.960000 sec): 3 clusters
  Score: Raw -1916966.739039 + Penalty 3186.622499 = -1913780.116540
  nChanged 123
		SP:Iteration 29Q (114506.230000 sec): 3 clusters
  Score: Raw -1917003.671956 + Penalty 3186.622499 = -1913817.049457
  nChanged 111
		SP:Iteration 30Q (114506.440000 sec): 3 clusters
  Score: Raw -1917033.687263 + Penalty 3186.622499 = -1913847.064764
  nChanged 93
		SP:Iteration 31Q (114506.690000 sec): 3 clusters
  Score: Raw -1917061.267592 + Penalty 3186.622499 = -1913874.645092
  nChanged 110
		SP:Iteration 32Q (114506.930000 sec): 3 clusters
  Score: Raw -1917090.826401 + Penalty 3186.622499 = -1913904.203902
  nChanged 108
		SP:Iteration 33Q (114507.170000 sec): 3 clusters
  Score: Raw -1917121.687136 + Penalty 3186.622499 = -1913935.064637
  nChanged 105
		SP:Iteration 34Q (114507.430000 sec): 3 clusters
  Score: Raw -1917151.681483 + Penalty 3186.622499 = -1913965.058984
  nChanged 93
		SP:Iteration 35Q (114507.670000 sec): 3 clusters
  Score: Raw -1917179.634788 + Penalty 3186.622499 = -1913993.012288
  nChanged 94
		SP:Iteration 36Q (114507.870000 sec): 3 clusters
  Score: Raw -1917209.085483 + Penalty 3186.622499 = -1914022.462984
  nChanged 87
		SP:Iteration 37Q (114508.160000 sec): 3 clusters
  Score: Raw -1917233.970384 + Penalty 3186.622499 = -1914047.347885
  nChanged 79
		SP:Iteration 38Q (114508.390000 sec): 3 clusters
  Score: Raw -1917257.907919 + Penalty 3186.622499 = -1914071.285419
  nChanged 82
		SP:Iteration 39Q (114508.640000 sec): 3 clusters
  Score: Raw -1917286.406297 + Penalty 3186.622499 = -1914099.783798
  nChanged 81
		SP:Iteration 40F (114508.930000 sec): 3 clusters
  Score: Raw -1917315.987040 + Penalty 3186.622499 = -1914129.364541
  nChanged 83
		SP:Iteration 41Q (114509.190000 sec): 3 clusters
  Score: Raw -1917349.895142 + Penalty 3186.622499 = -1914163.272643
  nChanged 80
		SP:Iteration 42Q (114509.390000 sec): 3 clusters
  Score: Raw -1917380.870041 + Penalty 3186.622499 = -1914194.247542
  nChanged 71
		SP:Iteration 43Q (114509.670000 sec): 3 clusters
  Score: Raw -1917411.659073 + Penalty 3186.622499 = -1914225.036574
  nChanged 62
		SP:Iteration 44Q (114509.890000 sec): 3 clusters
  Score: Raw -1917437.044956 + Penalty 3186.622499 = -1914250.422457
  nChanged 57
		SP:Iteration 45Q (114510.100000 sec): 3 clusters
  Score: Raw -1917460.119436 + Penalty 3186.622499 = -1914273.496937
  nChanged 56
		SP:Iteration 46Q (114510.380000 sec): 3 clusters
  Score: Raw -1917484.086102 + Penalty 3186.622499 = -1914297.463603
  nChanged 51
		SP:Iteration 47Q (114510.580000 sec): 3 clusters
  Score: Raw -1917501.258889 + Penalty 3186.622499 = -1914314.636389
  nChanged 37
		SP:Iteration 48Q (114510.840000 sec): 3 clusters
  Score: Raw -1917513.015047 + Penalty 3186.622499 = -1914326.392548
  nChanged 33
		SP:Iteration 49Q (114511.060000 sec): 3 clusters
  Score: Raw -1917524.617417 + Penalty 3186.622499 = -1914337.994918
  nChanged 31
		SP:Iteration 50Q (114511.280000 sec): 3 clusters
  Score: Raw -1917537.013796 + Penalty 3186.622499 = -1914350.391297
  nChanged 33
		SP:Iteration 51Q (114511.520000 sec): 3 clusters
  Score: Raw -1917546.220510 + Penalty 3186.622499 = -1914359.598010
  nChanged 25
		SP:Iteration 52Q (114511.770000 sec): 3 clusters
  Score: Raw -1917554.870974 + Penalty 3186.622499 = -1914368.248475
  nChanged 27
		SP:Iteration 53Q (114512.040000 sec): 3 clusters
  Score: Raw -1917561.921546 + Penalty 3186.622499 = -1914375.299047
  nChanged 22
		SP:Iteration 54Q (114512.280000 sec): 3 clusters
  Score: Raw -1917569.562530 + Penalty 3186.622499 = -1914382.940030
  nChanged 27
		SP:Iteration 55Q (114512.480000 sec): 3 clusters
  Score: Raw -1917580.053106 + Penalty 3186.622499 = -1914393.430606
  nChanged 22
		SP:Iteration 56Q (114512.750000 sec): 3 clusters
  Score: Raw -1917588.274895 + Penalty 3186.622499 = -1914401.652396
  nChanged 25
		SP:Iteration 57Q (114512.970000 sec): 3 clusters
  Score: Raw -1917596.579939 + Penalty 3186.622499 = -1914409.957439
  nChanged 15
		SP:Iteration 58Q (114513.240000 sec): 3 clusters
  Score: Raw -1917600.701680 + Penalty 3186.622499 = -1914414.079181
  nChanged 12
		SP:Iteration 59Q (114513.440000 sec): 3 clusters
  Score: Raw -1917604.091660 + Penalty 3186.622499 = -1914417.469160
  nChanged 12
		SP:Iteration 60F (114513.700000 sec): 3 clusters
  Score: Raw -1917607.610123 + Penalty 3186.622499 = -1914420.987624
  nChanged 7
		SP:Iteration 61Q (114513.930000 sec): 3 clusters
  Score: Raw -1917609.444122 + Penalty 3186.622499 = -1914422.821623
  nChanged 7
		SP:Iteration 62Q (114514.120000 sec): 3 clusters
  Score: Raw -1917611.074978 + Penalty 3186.622499 = -1914424.452478
  nChanged 7
		SP:Iteration 63Q (114514.340000 sec): 3 clusters
  Score: Raw -1917613.311641 + Penalty 3186.622499 = -1914426.689142
  nChanged 2
		SP:Iteration 64Q (114514.570000 sec): 3 clusters
  Score: Raw -1917613.603602 + Penalty 3186.622499 = -1914426.981102
  nChanged 2
		SP:Iteration 65Q (114514.790000 sec): 3 clusters
  Score: Raw -1917614.055821 + Penalty 3186.622499 = -1914427.433322
  nChanged 4
		SP:Iteration 66Q (114515.050000 sec): 3 clusters
  Score: Raw -1917615.431798 + Penalty 3186.622499 = -1914428.809298
  nChanged 2
		SP:Iteration 67Q (114515.270000 sec): 3 clusters
  Score: Raw -1917615.753487 + Penalty 3186.622499 = -1914429.130987
  nChanged 2
		SP:Iteration 68Q (114515.560000 sec): 3 clusters
  Score: Raw -1917616.073935 + Penalty 3186.622499 = -1914429.451436
  nChanged 1
		SP:Iteration 69Q (114515.780000 sec): 3 clusters
  Score: Raw -1917616.256924 + Penalty 3186.622499 = -1914429.634425
  nChanged 0
		SP:Iteration 70F (114516.000000 sec): 3 clusters
  Score: Raw -1917616.256924 + Penalty 3186.622499 = -1914429.634425
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114516.110000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114516.310000 sec): 3 clusters
  Score: Raw -26852.775457 + Penalty 1810.950060 = -25041.825397
  nChanged 34
		SP:Iteration 1F (114516.500000 sec): 3 clusters
  Score: Raw -26933.542284 + Penalty 1810.950060 = -25122.592223
  nChanged 8
		SP:Iteration 2Q (114516.660000 sec): 3 clusters
  Score: Raw -26957.282895 + Penalty 1810.950060 = -25146.332835
  nChanged 3
		SP:Iteration 3Q (114516.840000 sec): 3 clusters
  Score: Raw -26970.166069 + Penalty 1810.950060 = -25159.216008
  nChanged 0
		SP:Iteration 4F (114517.010000 sec): 3 clusters
  Score: Raw -26970.166069 + Penalty 1810.950060 = -25159.216008
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114517.120000 sec): 2 clusters
  Score: Raw -113828.962905 + Penalty 1171.757999 = -112657.204906
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114517.280000 sec): 3 clusters
  Score: Raw -113360.448354 + Penalty 2343.515997 = -111016.932357
  nChanged 430
		SP:Iteration 1F (114517.440000 sec): 3 clusters
  Score: Raw -113852.656551 + Penalty 2343.515997 = -111509.140554
  nChanged 155
		SP:Iteration 2F (114517.640000 sec): 3 clusters
  Score: Raw -114093.645653 + Penalty 2343.515997 = -111750.129656
  nChanged 98
		SP:Iteration 3F (114517.800000 sec): 3 clusters
  Score: Raw -114229.658751 + Penalty 2343.515997 = -111886.142753
  nChanged 66
		SP:Iteration 4Q (114517.970000 sec): 3 clusters
  Score: Raw -114324.947755 + Penalty 2343.515997 = -111981.431758
  nChanged 38
		SP:Iteration 5Q (114518.190000 sec): 3 clusters
  Score: Raw -114365.391850 + Penalty 2343.515997 = -112021.875853
  nChanged 27
		SP:Iteration 6Q (114518.310000 sec): 3 clusters
  Score: Raw -114396.860301 + Penalty 2343.515997 = -112053.344303
  nChanged 19
		SP:Iteration 7Q (114518.490000 sec): 3 clusters
  Score: Raw -114414.238751 + Penalty 2343.515997 = -112070.722754
  nChanged 16
		SP:Iteration 8Q (114518.630000 sec): 3 clusters
  Score: Raw -114435.592506 + Penalty 2343.515997 = -112092.076509
  nChanged 11
		SP:Iteration 9Q (114518.820000 sec): 3 clusters
  Score: Raw -114448.837070 + Penalty 2343.515997 = -112105.321073
  nChanged 10
		SP:Iteration 10Q (114519.010000 sec): 3 clusters
  Score: Raw -114456.868003 + Penalty 2343.515997 = -112113.352005
  nChanged 3
		SP:Iteration 11Q (114519.170000 sec): 3 clusters
  Score: Raw -114459.121034 + Penalty 2343.515997 = -112115.605037
  nChanged 2
		SP:Iteration 12Q (114519.350000 sec): 3 clusters
  Score: Raw -114460.329607 + Penalty 2343.515997 = -112116.813609
  nChanged 0
		SP:Iteration 13F (114519.540000 sec): 3 clusters
  Score: Raw -114460.329607 + Penalty 2343.515997 = -112116.813609
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114519.630000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114519.770000 sec): 3 clusters
  Score: Raw -30612.507316 + Penalty 1847.163424 = -28765.343892
  nChanged 42
		SP:Iteration 1F (114519.950000 sec): 3 clusters
  Score: Raw -30702.875294 + Penalty 1847.163424 = -28855.711870
  nChanged 9
		SP:Iteration 2Q (114520.130000 sec): 3 clusters
  Score: Raw -30738.447049 + Penalty 1847.163424 = -28891.283624
  nChanged 7
		SP:Iteration 3Q (114520.300000 sec): 3 clusters
  Score: Raw -30756.826676 + Penalty 1847.163424 = -28909.663251
  nChanged 4
		SP:Iteration 4Q (114520.490000 sec): 3 clusters
  Score: Raw -30764.497847 + Penalty 1847.163424 = -28917.334422
  nChanged 2
		SP:Iteration 5Q (114520.680000 sec): 3 clusters
  Score: Raw -30768.146197 + Penalty 1847.163424 = -28920.982772
  nChanged 1
		SP:Iteration 6Q (114520.830000 sec): 3 clusters
  Score: Raw -30772.105442 + Penalty 1847.163424 = -28924.942018
  nChanged 3
		SP:Iteration 7Q (114520.970000 sec): 3 clusters
  Score: Raw -30786.888437 + Penalty 1847.163424 = -28939.725013
  nChanged 2
		SP:Iteration 8Q (114521.180000 sec): 3 clusters
  Score: Raw -30791.198436 + Penalty 1847.163424 = -28944.035011
  nChanged 3
		SP:Iteration 9Q (114521.320000 sec): 3 clusters
  Score: Raw -30795.866406 + Penalty 1847.163424 = -28948.702981
  nChanged 0
		SP:Iteration 10F (114521.520000 sec): 3 clusters
  Score: Raw -30795.866406 + Penalty 1847.163424 = -28948.702981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (114521.620000 sec): 2 clusters
  Score: Raw -279795.543263 + Penalty 1275.070871 = -278520.472392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (114521.790000 sec): 3 clusters
  Score: Raw -278645.166236 + Penalty 2550.141742 = -276095.024494
  nChanged 943
		SP:Iteration 1F (114521.990000 sec): 3 clusters
  Score: Raw -279211.857702 + Penalty 2550.141742 = -276661.715960
  nChanged 187
		SP:Iteration 2F (114522.180000 sec): 3 clusters
  Score: Raw -279326.242982 + Penalty 2550.141742 = -276776.101240
  nChanged 122
		SP:Iteration 3Q (114522.330000 sec): 3 clusters
  Score: Raw -279397.362024 + Penalty 2550.141742 = -276847.220282
  nChanged 67
		SP:Iteration 4Q (114522.530000 sec): 3 clusters
  Score: Raw -279437.881196 + Penalty 2550.141742 = -276887.739454
  nChanged 59
		SP:Iteration 5Q (114522.730000 sec): 3 clusters
  Score: Raw -279472.051307 + Penalty 2550.141742 = -276921.909565
  nChanged 54
		SP:Iteration 6Q (114522.890000 sec): 3 clusters
  Score: Raw -279500.189656 + Penalty 2550.141742 = -276950.047914
  nChanged 43
		SP:Iteration 7Q (114523.070000 sec): 3 clusters
  Score: Raw -279522.112832 + Penalty 2550.141742 = -276971.971090
  nChanged 39
		SP:Iteration 8Q (114523.270000 sec): 3 clusters
  Score: Raw -279540.314412 + Penalty 2550.141742 = -276990.172670
  nChanged 31
		SP:Iteration 9Q (114523.440000 sec): 3 clusters
  Score: Raw -279558.366581 + Penalty 2550.141742 = -277008.224839
  nChanged 36
		SP:Iteration 10Q (114523.630000 sec): 3 clusters
  Score: Raw -279577.280008 + Penalty 2550.141742 = -277027.138266
  nChanged 34
		SP:Iteration 11Q (114523.830000 sec): 3 clusters
  Score: Raw -279593.469163 + Penalty 2550.141742 = -277043.327421
  nChanged 32
		SP:Iteration 12Q (114524.010000 sec): 3 clusters
  Score: Raw -279607.706733 + Penalty 2550.141742 = -277057.564991
  nChanged 31
		SP:Iteration 13Q (114524.220000 sec): 3 clusters
  Score: Raw -279621.917002 + Penalty 2550.141742 = -277071.775260
  nChanged 25
		SP:Iteration 14Q (114524.400000 sec): 3 clusters
  Score: Raw -279634.900031 + Penalty 2550.141742 = -277084.758289
  nChanged 28
		SP:Iteration 15Q (114524.560000 sec): 3 clusters
  Score: Raw -279647.872058 + Penalty 2550.141742 = -277097.730316
  nChanged 33
		SP:Iteration 16Q (114524.750000 sec): 3 clusters
  Score: Raw -279665.456634 + Penalty 2550.141742 = -277115.314892
  nChanged 32
		SP:Iteration 17Q (114524.910000 sec): 3 clusters
  Score: Raw -279684.861945 + Penalty 2550.141742 = -277134.720203
  nChanged 43
		SP:Iteration 18Q (114525.080000 sec): 3 clusters
  Score: Raw -279711.160616 + Penalty 2550.141742 = -277161.018874
  nChanged 41
		SP:Iteration 19Q (114525.290000 sec): 3 clusters
  Score: Raw -279737.841468 + Penalty 2550.141742 = -277187.699726
  nChanged 42
		SP:Iteration 20F (114525.450000 sec): 3 clusters
  Score: Raw -279764.089254 + Penalty 2550.141742 = -277213.947512
  nChanged 35
		SP:Iteration 21Q (114525.650000 sec): 3 clusters
  Score: Raw -279785.117530 + Penalty 2550.141742 = -277234.975788
  nChanged 32
		SP:Iteration 22Q (114525.800000 sec): 3 clusters
  Score: Raw -279803.705546 + Penalty 2550.141742 = -277253.563804
  nChanged 26
		SP:Iteration 23Q (114525.970000 sec): 3 clusters
  Score: Raw -279822.100528 + Penalty 2550.141742 = -277271.958786
  nChanged 25
		SP:Iteration 24Q (114526.170000 sec): 3 clusters
  Score: Raw -279838.663448 + Penalty 2550.141742 = -277288.521706
  nChanged 21
		SP:Iteration 25Q (114526.370000 sec): 3 clusters
  Score: Raw -279848.729458 + Penalty 2550.141742 = -277298.587716
  nChanged 12
		SP:Iteration 26Q (114526.550000 sec): 3 clusters
  Score: Raw -279856.168582 + Penalty 2550.141742 = -277306.026840
  nChanged 16
		SP:Iteration 27Q (114526.730000 sec): 3 clusters
  Score: Raw -279869.385356 + Penalty 2550.141742 = -277319.243614
  nChanged 22
		SP:Iteration 28Q (114526.940000 sec): 3 clusters
  Score: Raw -279887.925900 + Penalty 2550.141742 = -277337.784158
  nChanged 13
		SP:Iteration 29Q (114527.090000 sec): 3 clusters
  Score: Raw -279901.812689 + Penalty 2550.141742 = -277351.670947
  nChanged 13
		SP:Iteration 30Q (114527.290000 sec): 3 clusters
  Score: Raw -279911.522185 + Penalty 2550.141742 = -277361.380443
  nChanged 6
		SP:Iteration 31Q (114527.490000 sec): 3 clusters
  Score: Raw -279915.621632 + Penalty 2550.141742 = -277365.479890
  nChanged 4
		SP:Iteration 32Q (114527.670000 sec): 3 clusters
  Score: Raw -279918.571650 + Penalty 2550.141742 = -277368.429908
  nChanged 6
		SP:Iteration 33Q (114527.810000 sec): 3 clusters
  Score: Raw -279922.197595 + Penalty 2550.141742 = -277372.055853
  nChanged 9
		SP:Iteration 34Q (114528.000000 sec): 3 clusters
  Score: Raw -279929.043007 + Penalty 2550.141742 = -277378.901265
  nChanged 5
		SP:Iteration 35Q (114528.190000 sec): 3 clusters
  Score: Raw -279933.276723 + Penalty 2550.141742 = -277383.134981
  nChanged 3
		SP:Iteration 36Q (114528.370000 sec): 3 clusters
  Score: Raw -279935.051136 + Penalty 2550.141742 = -277384.909394
  nChanged 2
		SP:Iteration 37Q (114528.570000 sec): 3 clusters
  Score: Raw -279935.738127 + Penalty 2550.141742 = -277385.596385
  nChanged 0
		SP:Iteration 38F (114528.760000 sec): 3 clusters
  Score: Raw -279935.738127 + Penalty 2550.141742 = -277385.596385
  nChanged 0
Iteration 379Q (114625.930000 sec): 73 clusters
  Score: Raw -138103078.786657 + Penalty 165281.748912 = -137937797.037744
  nChanged 365
Iteration 380F (114803.420000 sec): 73 clusters
  Score: Raw -138103182.642394 + Penalty 165281.748912 = -137937900.893482
  nChanged 350
Iteration 381Q (114908.490000 sec): 73 clusters
  Score: Raw -138103237.440843 + Penalty 165281.748912 = -137937955.691931
  nChanged 347
Iteration 382Q (115007.580000 sec): 73 clusters
  Score: Raw -138103269.239663 + Penalty 165281.748912 = -137937987.490751
  nChanged 345
Iteration 383Q (115108.090000 sec): 73 clusters
  Score: Raw -138103289.659068 + Penalty 165281.748912 = -137938007.910156
  nChanged 339
Iteration 384Q (115208.940000 sec): 73 clusters
  Score: Raw -138103303.446107 + Penalty 165281.748912 = -137938021.697195
  nChanged 343
Iteration 385Q (115315.840000 sec): 73 clusters
  Score: Raw -138103316.114067 + Penalty 165281.748912 = -137938034.365155
  nChanged 331
Iteration 386Q (115422.440000 sec): 73 clusters
  Score: Raw -138103329.761082 + Penalty 165281.748912 = -137938048.012170
  nChanged 345
Iteration 387Q (115529.690000 sec): 73 clusters
  Score: Raw -138103345.071651 + Penalty 165281.748912 = -137938063.322739
  nChanged 392
Iteration 388Q (115625.230000 sec): 73 clusters
  Score: Raw -138103363.434922 + Penalty 165281.748912 = -137938081.686009
  nChanged 401
Iteration 389Q (115706.620000 sec): 73 clusters
  Score: Raw -138103381.339863 + Penalty 165281.748912 = -137938099.590951
  nChanged 410
Iteration 390Q (115791.740000 sec): 73 clusters
  Score: Raw -138103400.824543 + Penalty 165281.748912 = -137938119.075630
  nChanged 404
Iteration 391Q (115875.400000 sec): 73 clusters
  Score: Raw -138103419.489904 + Penalty 165281.748912 = -137938137.740992
  nChanged 414
Iteration 392Q (115964.820000 sec): 73 clusters
  Score: Raw -138103437.548988 + Penalty 165281.748912 = -137938155.800076
  nChanged 418
Iteration 393Q (116056.520000 sec): 73 clusters
  Score: Raw -138103455.915421 + Penalty 165281.748912 = -137938174.166509
  nChanged 427
Iteration 394Q (116151.120000 sec): 73 clusters
  Score: Raw -138103476.268832 + Penalty 165281.748912 = -137938194.519920
  nChanged 470
Iteration 395Q (116233.540000 sec): 73 clusters
  Score: Raw -138103499.164419 + Penalty 165281.748912 = -137938217.415507
  nChanged 476
Iteration 396Q (116325.380000 sec): 73 clusters
  Score: Raw -138103522.903213 + Penalty 165281.748912 = -137938241.154300
  nChanged 478
Iteration 397Q (116412.240000 sec): 73 clusters
  Score: Raw -138103546.187760 + Penalty 165281.748912 = -137938264.438848
  nChanged 508
Iteration 398Q (116500.530000 sec): 73 clusters
  Score: Raw -138103571.541924 + Penalty 165281.748912 = -137938289.793012
  nChanged 514
Iteration 399Q (116589.720000 sec): 73 clusters
  Score: Raw -138103597.004126 + Penalty 165281.748912 = -137938315.255214
  nChanged 527
Iteration 400F (116741.940000 sec): 73 clusters
  Score: Raw -138103624.934563 + Penalty 165281.748912 = -137938343.185651
  nChanged 517
Iteration 401Q (116831.480000 sec): 73 clusters
  Score: Raw -138103652.856569 + Penalty 165281.748912 = -137938371.107656
  nChanged 566
Iteration 402Q (116920.450000 sec): 73 clusters
  Score: Raw -138103684.120403 + Penalty 165281.748912 = -137938402.371490
  nChanged 633
Iteration 403Q (117004.560000 sec): 73 clusters
  Score: Raw -138103721.589454 + Penalty 165281.748912 = -137938439.840541
  nChanged 648
Iteration 404Q (117090.980000 sec): 73 clusters
  Score: Raw -138103761.332932 + Penalty 165281.748912 = -137938479.584019
  nChanged 693
Iteration 405Q (117170.770000 sec): 73 clusters
  Score: Raw -138103806.338228 + Penalty 165281.748912 = -137938524.589315
  nChanged 721
Iteration 406Q (117256.030000 sec): 73 clusters
  Score: Raw -138103848.927359 + Penalty 165281.748912 = -137938567.178447
  nChanged 691
Iteration 407Q (117340.350000 sec): 73 clusters
  Score: Raw -138103887.445159 + Penalty 165281.748912 = -137938605.696247
  nChanged 641
Iteration 408Q (117432.090000 sec): 73 clusters
  Score: Raw -138103923.371048 + Penalty 165281.748912 = -137938641.622136
  nChanged 628
Iteration 409Q (117522.460000 sec): 73 clusters
  Score: Raw -138103959.467113 + Penalty 165281.748912 = -137938677.718201
  nChanged 610
Iteration 410Q (117608.630000 sec): 73 clusters
  Score: Raw -138103992.880057 + Penalty 165281.748912 = -137938711.131144
  nChanged 568
Iteration 411Q (117689.340000 sec): 73 clusters
  Score: Raw -138104024.860374 + Penalty 165281.748912 = -137938743.111461
  nChanged 600
Iteration 412Q (117771.780000 sec): 73 clusters
  Score: Raw -138104060.649492 + Penalty 165281.748912 = -137938778.900580
  nChanged 612
Iteration 413Q (117875.420000 sec): 73 clusters
  Score: Raw -138104097.836726 + Penalty 165281.748912 = -137938816.087813
  nChanged 636
Iteration 414Q (117968.640000 sec): 73 clusters
  Score: Raw -138104137.395317 + Penalty 165281.748912 = -137938855.646404
  nChanged 646
Iteration 415Q (118059.420000 sec): 73 clusters
  Score: Raw -138104176.429343 + Penalty 165281.748912 = -137938894.680431
  nChanged 649
Iteration 416Q (118147.120000 sec): 73 clusters
  Score: Raw -138104218.074036 + Penalty 165281.748912 = -137938936.325124
  nChanged 669
Iteration 417Q (118245.350000 sec): 73 clusters
  Score: Raw -138104261.227762 + Penalty 165281.748912 = -137938979.478850
  nChanged 682
Iteration 418Q (118343.850000 sec): 73 clusters
  Score: Raw -138104305.311032 + Penalty 165281.748912 = -137939023.562120
  nChanged 731
Writing temp clu file 
Because OldScore, -137938979.478850, is greater than current (better) Score,-137939023.562120 
 Compute initial score before splitting:   Score: Raw -138104305.311032 + Penalty 165281.748912 = -137939023.562120
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118344.330000 sec): 2 clusters
  Score: Raw -113361.682829 + Penalty 1147.466835 = -112214.215995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118344.530000 sec): 3 clusters
  Score: Raw -112957.793051 + Penalty 2294.933669 = -110662.859382
  nChanged 365
		SP:Iteration 1F (118344.770000 sec): 3 clusters
  Score: Raw -113282.061426 + Penalty 2294.933669 = -110987.127757
  nChanged 112
		SP:Iteration 2F (118344.940000 sec): 3 clusters
  Score: Raw -113427.336027 + Penalty 2294.933669 = -111132.402357
  nChanged 69
		SP:Iteration 3F (118345.140000 sec): 3 clusters
  Score: Raw -113522.436901 + Penalty 2294.933669 = -111227.503231
  nChanged 60
		SP:Iteration 4F (118345.330000 sec): 3 clusters
  Score: Raw -113606.004313 + Penalty 2294.933669 = -111311.070644
  nChanged 42
		SP:Iteration 5Q (118345.550000 sec): 3 clusters
  Score: Raw -113653.657507 + Penalty 2294.933669 = -111358.723838
  nChanged 37
		SP:Iteration 6Q (118345.760000 sec): 3 clusters
  Score: Raw -113704.650245 + Penalty 2294.933669 = -111409.716576
  nChanged 43
		SP:Iteration 7Q (118345.930000 sec): 3 clusters
  Score: Raw -113772.340079 + Penalty 2294.933669 = -111477.406410
  nChanged 30
		SP:Iteration 8Q (118346.170000 sec): 3 clusters
  Score: Raw -113816.193313 + Penalty 2294.933669 = -111521.259644
  nChanged 18
		SP:Iteration 9Q (118346.360000 sec): 3 clusters
  Score: Raw -113837.426977 + Penalty 2294.933669 = -111542.493307
  nChanged 17
		SP:Iteration 10Q (118346.620000 sec): 3 clusters
  Score: Raw -113856.607065 + Penalty 2294.933669 = -111561.673396
  nChanged 21
		SP:Iteration 11Q (118346.810000 sec): 3 clusters
  Score: Raw -113879.053349 + Penalty 2294.933669 = -111584.119679
  nChanged 22
		SP:Iteration 12Q (118347.020000 sec): 3 clusters
  Score: Raw -113908.680050 + Penalty 2294.933669 = -111613.746380
  nChanged 26
		SP:Iteration 13Q (118347.170000 sec): 3 clusters
  Score: Raw -113938.706772 + Penalty 2294.933669 = -111643.773103
  nChanged 21
		SP:Iteration 14Q (118347.380000 sec): 3 clusters
  Score: Raw -113962.046579 + Penalty 2294.933669 = -111667.112910
  nChanged 15
		SP:Iteration 15Q (118347.530000 sec): 3 clusters
  Score: Raw -113987.112884 + Penalty 2294.933669 = -111692.179214
  nChanged 25
		SP:Iteration 16Q (118347.700000 sec): 3 clusters
  Score: Raw -114021.050854 + Penalty 2294.933669 = -111726.117184
  nChanged 19
		SP:Iteration 17Q (118347.880000 sec): 3 clusters
  Score: Raw -114053.594613 + Penalty 2294.933669 = -111758.660944
  nChanged 22
		SP:Iteration 18Q (118348.080000 sec): 3 clusters
  Score: Raw -114102.493551 + Penalty 2294.933669 = -111807.559882
  nChanged 22
		SP:Iteration 19Q (118348.260000 sec): 3 clusters
  Score: Raw -114150.953954 + Penalty 2294.933669 = -111856.020285
  nChanged 21
		SP:Iteration 20F (118348.440000 sec): 3 clusters
  Score: Raw -114190.618479 + Penalty 2294.933669 = -111895.684809
  nChanged 9
		SP:Iteration 21Q (118348.610000 sec): 3 clusters
  Score: Raw -114207.144274 + Penalty 2294.933669 = -111912.210605
  nChanged 8
		SP:Iteration 22Q (118348.810000 sec): 3 clusters
  Score: Raw -114215.726976 + Penalty 2294.933669 = -111920.793306
  nChanged 7
		SP:Iteration 23Q (118349.020000 sec): 3 clusters
  Score: Raw -114223.475218 + Penalty 2294.933669 = -111928.541549
  nChanged 10
		SP:Iteration 24Q (118349.200000 sec): 3 clusters
  Score: Raw -114237.007446 + Penalty 2294.933669 = -111942.073777
  nChanged 9
		SP:Iteration 25Q (118349.330000 sec): 3 clusters
  Score: Raw -114250.390026 + Penalty 2294.933669 = -111955.456357
  nChanged 8
		SP:Iteration 26Q (118349.550000 sec): 3 clusters
  Score: Raw -114258.050648 + Penalty 2294.933669 = -111963.116979
  nChanged 7
		SP:Iteration 27Q (118349.690000 sec): 3 clusters
  Score: Raw -114264.552989 + Penalty 2294.933669 = -111969.619319
  nChanged 4
		SP:Iteration 28Q (118349.910000 sec): 3 clusters
  Score: Raw -114267.397040 + Penalty 2294.933669 = -111972.463371
  nChanged 1
		SP:Iteration 29Q (118350.080000 sec): 3 clusters
  Score: Raw -114267.976761 + Penalty 2294.933669 = -111973.043092
  nChanged 1
		SP:Iteration 30Q (118350.260000 sec): 3 clusters
  Score: Raw -114269.974223 + Penalty 2294.933669 = -111975.040553
  nChanged 1
		SP:Iteration 31Q (118350.470000 sec): 3 clusters
  Score: Raw -114271.256450 + Penalty 2294.933669 = -111976.322781
  nChanged 3
		SP:Iteration 32Q (118350.640000 sec): 3 clusters
  Score: Raw -114273.797926 + Penalty 2294.933669 = -111978.864257
  nChanged 0
		SP:Iteration 33F (118350.840000 sec): 3 clusters
  Score: Raw -114273.797926 + Penalty 2294.933669 = -111978.864257
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118350.950000 sec): 2 clusters
  Score: Raw -194230.000243 + Penalty 1233.020298 = -192996.979945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118351.120000 sec): 3 clusters
  Score: Raw -193399.952707 + Penalty 2466.040596 = -190933.912111
  nChanged 645
		SP:Iteration 1F (118351.330000 sec): 3 clusters
  Score: Raw -193874.523190 + Penalty 2466.040596 = -191408.482594
  nChanged 171
		SP:Iteration 2F (118351.490000 sec): 3 clusters
  Score: Raw -194024.442868 + Penalty 2466.040596 = -191558.402272
  nChanged 132
		SP:Iteration 3F (118351.650000 sec): 3 clusters
  Score: Raw -194162.132440 + Penalty 2466.040596 = -191696.091844
  nChanged 119
		SP:Iteration 4F (118351.850000 sec): 3 clusters
  Score: Raw -194287.347617 + Penalty 2466.040596 = -191821.307020
  nChanged 111
		SP:Iteration 5F (118352.090000 sec): 3 clusters
  Score: Raw -194392.019554 + Penalty 2466.040596 = -191925.978957
  nChanged 94
		SP:Iteration 6Q (118352.270000 sec): 3 clusters
  Score: Raw -194472.431706 + Penalty 2466.040596 = -192006.391109
  nChanged 71
		SP:Iteration 7Q (118352.450000 sec): 3 clusters
  Score: Raw -194529.989614 + Penalty 2466.040596 = -192063.949017
  nChanged 48
		SP:Iteration 8Q (118352.620000 sec): 3 clusters
  Score: Raw -194574.255598 + Penalty 2466.040596 = -192108.215001
  nChanged 52
		SP:Iteration 9Q (118352.860000 sec): 3 clusters
  Score: Raw -194620.497472 + Penalty 2466.040596 = -192154.456876
  nChanged 34
		SP:Iteration 10Q (118353.010000 sec): 3 clusters
  Score: Raw -194641.410032 + Penalty 2466.040596 = -192175.369435
  nChanged 19
		SP:Iteration 11Q (118353.220000 sec): 3 clusters
  Score: Raw -194657.904448 + Penalty 2466.040596 = -192191.863852
  nChanged 19
		SP:Iteration 12Q (118353.390000 sec): 3 clusters
  Score: Raw -194671.341389 + Penalty 2466.040596 = -192205.300793
  nChanged 15
		SP:Iteration 13Q (118353.600000 sec): 3 clusters
  Score: Raw -194683.867602 + Penalty 2466.040596 = -192217.827006
  nChanged 15
		SP:Iteration 14Q (118353.800000 sec): 3 clusters
  Score: Raw -194694.148759 + Penalty 2466.040596 = -192228.108162
  nChanged 8
		SP:Iteration 15Q (118353.980000 sec): 3 clusters
  Score: Raw -194699.377931 + Penalty 2466.040596 = -192233.337334
  nChanged 8
		SP:Iteration 16Q (118354.170000 sec): 3 clusters
  Score: Raw -194705.330286 + Penalty 2466.040596 = -192239.289689
  nChanged 8
		SP:Iteration 17Q (118354.310000 sec): 3 clusters
  Score: Raw -194709.429725 + Penalty 2466.040596 = -192243.389128
  nChanged 4
		SP:Iteration 18Q (118354.530000 sec): 3 clusters
  Score: Raw -194711.951480 + Penalty 2466.040596 = -192245.910883
  nChanged 7
		SP:Iteration 19Q (118354.750000 sec): 3 clusters
  Score: Raw -194715.851279 + Penalty 2466.040596 = -192249.810683
  nChanged 4
		SP:Iteration 20F (118354.940000 sec): 3 clusters
  Score: Raw -194718.091475 + Penalty 2466.040596 = -192252.050879
  nChanged 3
		SP:Iteration 21Q (118355.120000 sec): 3 clusters
  Score: Raw -194719.214723 + Penalty 2466.040596 = -192253.174127
  nChanged 1
		SP:Iteration 22Q (118355.300000 sec): 3 clusters
  Score: Raw -194720.889514 + Penalty 2466.040596 = -192254.848917
  nChanged 2
		SP:Iteration 23Q (118355.480000 sec): 3 clusters
  Score: Raw -194722.954018 + Penalty 2466.040596 = -192256.913421
  nChanged 5
		SP:Iteration 24Q (118355.660000 sec): 3 clusters
  Score: Raw -194726.812247 + Penalty 2466.040596 = -192260.771650
  nChanged 3
		SP:Iteration 25Q (118355.880000 sec): 3 clusters
  Score: Raw -194728.764274 + Penalty 2466.040596 = -192262.723678
  nChanged 3
		SP:Iteration 26Q (118356.080000 sec): 3 clusters
  Score: Raw -194730.103701 + Penalty 2466.040596 = -192264.063104
  nChanged 2
		SP:Iteration 27Q (118356.290000 sec): 3 clusters
  Score: Raw -194730.881033 + Penalty 2466.040596 = -192264.840437
  nChanged 2
		SP:Iteration 28Q (118356.510000 sec): 3 clusters
  Score: Raw -194731.999354 + Penalty 2466.040596 = -192265.958757
  nChanged 2
		SP:Iteration 29Q (118356.690000 sec): 3 clusters
  Score: Raw -194734.068666 + Penalty 2466.040596 = -192268.028070
  nChanged 2
		SP:Iteration 30Q (118356.850000 sec): 3 clusters
  Score: Raw -194734.737123 + Penalty 2466.040596 = -192268.696526
  nChanged 1
		SP:Iteration 31Q (118357.080000 sec): 3 clusters
  Score: Raw -194735.629580 + Penalty 2466.040596 = -192269.588983
  nChanged 1
		SP:Iteration 32Q (118357.260000 sec): 3 clusters
  Score: Raw -194736.095212 + Penalty 2466.040596 = -192270.054616
  nChanged 1
		SP:Iteration 33Q (118357.420000 sec): 3 clusters
  Score: Raw -194736.390466 + Penalty 2466.040596 = -192270.349869
  nChanged 0
		SP:Iteration 34F (118357.630000 sec): 3 clusters
  Score: Raw -194736.390466 + Penalty 2466.040596 = -192270.349869
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4099 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118357.710000 sec): 2 clusters
  Score: Raw -389967.613666 + Penalty 1351.755977 = -388615.857689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118357.920000 sec): 3 clusters
  Score: Raw -387896.388473 + Penalty 2703.511954 = -385192.876519
  nChanged 1598
		SP:Iteration 1F (118358.120000 sec): 3 clusters
  Score: Raw -388914.032635 + Penalty 2703.511954 = -386210.520681
  nChanged 366
		SP:Iteration 2F (118358.300000 sec): 3 clusters
  Score: Raw -389183.587363 + Penalty 2703.511954 = -386480.075409
  nChanged 278
		SP:Iteration 3F (118358.490000 sec): 3 clusters
  Score: Raw -389383.264589 + Penalty 2703.511954 = -386679.752634
  nChanged 241
		SP:Iteration 4F (118358.730000 sec): 3 clusters
  Score: Raw -389570.001221 + Penalty 2703.511954 = -386866.489267
  nChanged 195
		SP:Iteration 5Q (118358.890000 sec): 3 clusters
  Score: Raw -389720.615140 + Penalty 2703.511954 = -387017.103185
  nChanged 182
		SP:Iteration 6Q (118359.090000 sec): 3 clusters
  Score: Raw -389861.699778 + Penalty 2703.511954 = -387158.187824
  nChanged 165
		SP:Iteration 7Q (118359.280000 sec): 3 clusters
  Score: Raw -390014.205657 + Penalty 2703.511954 = -387310.693703
  nChanged 175
		SP:Iteration 8Q (118359.450000 sec): 3 clusters
  Score: Raw -390194.941136 + Penalty 2703.511954 = -387491.429182
  nChanged 185
		SP:Iteration 9Q (118359.640000 sec): 3 clusters
  Score: Raw -390399.984517 + Penalty 2703.511954 = -387696.472563
  nChanged 178
		SP:Iteration 10Q (118359.860000 sec): 3 clusters
  Score: Raw -390580.714238 + Penalty 2703.511954 = -387877.202283
  nChanged 150
		SP:Iteration 11Q (118360.070000 sec): 3 clusters
  Score: Raw -390726.970678 + Penalty 2703.511954 = -388023.458724
  nChanged 133
		SP:Iteration 12Q (118360.280000 sec): 3 clusters
  Score: Raw -390832.008976 + Penalty 2703.511954 = -388128.497022
  nChanged 92
		SP:Iteration 13Q (118360.480000 sec): 3 clusters
  Score: Raw -390885.678891 + Penalty 2703.511954 = -388182.166937
  nChanged 64
		SP:Iteration 14Q (118360.680000 sec): 3 clusters
  Score: Raw -390921.899810 + Penalty 2703.511954 = -388218.387856
  nChanged 38
		SP:Iteration 15Q (118360.880000 sec): 3 clusters
  Score: Raw -390937.994825 + Penalty 2703.511954 = -388234.482871
  nChanged 25
		SP:Iteration 16Q (118361.080000 sec): 3 clusters
  Score: Raw -390946.332815 + Penalty 2703.511954 = -388242.820861
  nChanged 13
		SP:Iteration 17Q (118361.280000 sec): 3 clusters
  Score: Raw -390950.501436 + Penalty 2703.511954 = -388246.989482
  nChanged 16
		SP:Iteration 18Q (118361.490000 sec): 3 clusters
  Score: Raw -390954.460890 + Penalty 2703.511954 = -388250.948936
  nChanged 9
		SP:Iteration 19Q (118361.720000 sec): 3 clusters
  Score: Raw -390957.601588 + Penalty 2703.511954 = -388254.089634
  nChanged 13
		SP:Iteration 20F (118361.880000 sec): 3 clusters
  Score: Raw -390961.948998 + Penalty 2703.511954 = -388258.437044
  nChanged 10
		SP:Iteration 21Q (118362.110000 sec): 3 clusters
  Score: Raw -390964.606650 + Penalty 2703.511954 = -388261.094696
  nChanged 5
		SP:Iteration 22Q (118362.290000 sec): 3 clusters
  Score: Raw -390965.603965 + Penalty 2703.511954 = -388262.092011
  nChanged 6
		SP:Iteration 23Q (118362.480000 sec): 3 clusters
  Score: Raw -390967.869288 + Penalty 2703.511954 = -388264.357333
  nChanged 3
		SP:Iteration 24Q (118362.670000 sec): 3 clusters
  Score: Raw -390968.634070 + Penalty 2703.511954 = -388265.122116
  nChanged 1
		SP:Iteration 25Q (118362.930000 sec): 3 clusters
  Score: Raw -390968.903265 + Penalty 2703.511954 = -388265.391310
  nChanged 0
		SP:Iteration 26F (118363.140000 sec): 3 clusters
  Score: Raw -390968.903265 + Penalty 2703.511954 = -388265.391310
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (10290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118363.240000 sec): 2 clusters
  Score: Raw -1036446.241963 + Penalty 1501.325772 = -1034944.916191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118363.490000 sec): 3 clusters
  Score: Raw -1030602.870942 + Penalty 3002.651544 = -1027600.219398
  nChanged 4393
		SP:Iteration 1F (118363.710000 sec): 3 clusters
  Score: Raw -1032952.567450 + Penalty 3002.651544 = -1029949.915906
  nChanged 633
		SP:Iteration 2F (118363.900000 sec): 3 clusters
  Score: Raw -1033220.799306 + Penalty 3002.651544 = -1030218.147761
  nChanged 501
		SP:Iteration 3Q (118364.180000 sec): 3 clusters
  Score: Raw -1033424.511607 + Penalty 3002.651544 = -1030421.860062
  nChanged 398
		SP:Iteration 4Q (118364.440000 sec): 3 clusters
  Score: Raw -1033586.050197 + Penalty 3002.651544 = -1030583.398652
  nChanged 361
		SP:Iteration 5Q (118364.660000 sec): 3 clusters
  Score: Raw -1033757.743188 + Penalty 3002.651544 = -1030755.091644
  nChanged 383
		SP:Iteration 6Q (118364.830000 sec): 3 clusters
  Score: Raw -1033964.727396 + Penalty 3002.651544 = -1030962.075852
  nChanged 418
		SP:Iteration 7Q (118365.120000 sec): 3 clusters
  Score: Raw -1034208.654160 + Penalty 3002.651544 = -1031206.002615
  nChanged 456
		SP:Iteration 8Q (118365.370000 sec): 3 clusters
  Score: Raw -1034475.565682 + Penalty 3002.651544 = -1031472.914137
  nChanged 447
		SP:Iteration 9Q (118365.620000 sec): 3 clusters
  Score: Raw -1034742.276370 + Penalty 3002.651544 = -1031739.624826
  nChanged 435
		SP:Iteration 10Q (118365.840000 sec): 3 clusters
  Score: Raw -1035034.168760 + Penalty 3002.651544 = -1032031.517216
  nChanged 448
		SP:Iteration 11Q (118366.040000 sec): 3 clusters
  Score: Raw -1035336.923716 + Penalty 3002.651544 = -1032334.272172
  nChanged 403
		SP:Iteration 12Q (118366.350000 sec): 3 clusters
  Score: Raw -1035624.182333 + Penalty 3002.651544 = -1032621.530789
  nChanged 343
		SP:Iteration 13Q (118366.550000 sec): 3 clusters
  Score: Raw -1035871.170576 + Penalty 3002.651544 = -1032868.519032
  nChanged 292
		SP:Iteration 14Q (118366.780000 sec): 3 clusters
  Score: Raw -1036059.641754 + Penalty 3002.651544 = -1033056.990210
  nChanged 220
		SP:Iteration 15Q (118367.000000 sec): 3 clusters
  Score: Raw -1036192.717140 + Penalty 3002.651544 = -1033190.065595
  nChanged 182
		SP:Iteration 16Q (118367.200000 sec): 3 clusters
  Score: Raw -1036293.287795 + Penalty 3002.651544 = -1033290.636250
  nChanged 153
		SP:Iteration 17Q (118367.380000 sec): 3 clusters
  Score: Raw -1036360.147971 + Penalty 3002.651544 = -1033357.496427
  nChanged 120
		SP:Iteration 18Q (118367.530000 sec): 3 clusters
  Score: Raw -1036416.842747 + Penalty 3002.651544 = -1033414.191203
  nChanged 109
		SP:Iteration 19Q (118367.750000 sec): 3 clusters
  Score: Raw -1036473.040419 + Penalty 3002.651544 = -1033470.388874
  nChanged 107
		SP:Iteration 20F (118367.920000 sec): 3 clusters
  Score: Raw -1036516.507698 + Penalty 3002.651544 = -1033513.856154
  nChanged 77
		SP:Iteration 21Q (118368.130000 sec): 3 clusters
  Score: Raw -1036537.898576 + Penalty 3002.651544 = -1033535.247031
  nChanged 52
		SP:Iteration 22Q (118368.340000 sec): 3 clusters
  Score: Raw -1036554.573393 + Penalty 3002.651544 = -1033551.921849
  nChanged 41
		SP:Iteration 23Q (118368.550000 sec): 3 clusters
  Score: Raw -1036566.398870 + Penalty 3002.651544 = -1033563.747325
  nChanged 31
		SP:Iteration 24Q (118368.740000 sec): 3 clusters
  Score: Raw -1036573.957877 + Penalty 3002.651544 = -1033571.306333
  nChanged 26
		SP:Iteration 25Q (118368.960000 sec): 3 clusters
  Score: Raw -1036579.255209 + Penalty 3002.651544 = -1033576.603665
  nChanged 20
		SP:Iteration 26Q (118369.170000 sec): 3 clusters
  Score: Raw -1036583.780258 + Penalty 3002.651544 = -1033581.128714
  nChanged 26
		SP:Iteration 27Q (118369.370000 sec): 3 clusters
  Score: Raw -1036589.549596 + Penalty 3002.651544 = -1033586.898052
  nChanged 17
		SP:Iteration 28Q (118369.570000 sec): 3 clusters
  Score: Raw -1036593.007636 + Penalty 3002.651544 = -1033590.356092
  nChanged 16
		SP:Iteration 29Q (118369.790000 sec): 3 clusters
  Score: Raw -1036596.256930 + Penalty 3002.651544 = -1033593.605386
  nChanged 14
		SP:Iteration 30Q (118370.030000 sec): 3 clusters
  Score: Raw -1036598.221735 + Penalty 3002.651544 = -1033595.570191
  nChanged 7
		SP:Iteration 31Q (118370.230000 sec): 3 clusters
  Score: Raw -1036599.547812 + Penalty 3002.651544 = -1033596.896268
  nChanged 9
		SP:Iteration 32Q (118370.450000 sec): 3 clusters
  Score: Raw -1036601.632789 + Penalty 3002.651544 = -1033598.981245
  nChanged 11
		SP:Iteration 33Q (118370.630000 sec): 3 clusters
  Score: Raw -1036603.992929 + Penalty 3002.651544 = -1033601.341384
  nChanged 7
		SP:Iteration 34Q (118370.880000 sec): 3 clusters
  Score: Raw -1036605.670880 + Penalty 3002.651544 = -1033603.019336
  nChanged 8
		SP:Iteration 35Q (118371.050000 sec): 3 clusters
  Score: Raw -1036607.083664 + Penalty 3002.651544 = -1033604.432119
  nChanged 5
		SP:Iteration 36Q (118371.340000 sec): 3 clusters
  Score: Raw -1036607.614286 + Penalty 3002.651544 = -1033604.962742
  nChanged 4
		SP:Iteration 37Q (118371.540000 sec): 3 clusters
  Score: Raw -1036608.277166 + Penalty 3002.651544 = -1033605.625621
  nChanged 6
		SP:Iteration 38Q (118371.800000 sec): 3 clusters
  Score: Raw -1036609.776149 + Penalty 3002.651544 = -1033607.124605
  nChanged 8
		SP:Iteration 39Q (118372.020000 sec): 3 clusters
  Score: Raw -1036611.746254 + Penalty 3002.651544 = -1033609.094709
  nChanged 9
		SP:Iteration 40F (118372.220000 sec): 3 clusters
  Score: Raw -1036615.022093 + Penalty 3002.651544 = -1033612.370549
  nChanged 8
		SP:Iteration 41Q (118372.450000 sec): 3 clusters
  Score: Raw -1036617.062676 + Penalty 3002.651544 = -1033614.411132
  nChanged 6
		SP:Iteration 42Q (118372.670000 sec): 3 clusters
  Score: Raw -1036618.400339 + Penalty 3002.651544 = -1033615.748795
  nChanged 9
		SP:Iteration 43Q (118372.890000 sec): 3 clusters
  Score: Raw -1036620.995680 + Penalty 3002.651544 = -1033618.344136
  nChanged 11
		SP:Iteration 44Q (118373.070000 sec): 3 clusters
  Score: Raw -1036623.945589 + Penalty 3002.651544 = -1033621.294045
  nChanged 9
		SP:Iteration 45Q (118373.320000 sec): 3 clusters
  Score: Raw -1036625.032432 + Penalty 3002.651544 = -1033622.380888
  nChanged 3
		SP:Iteration 46Q (118373.540000 sec): 3 clusters
  Score: Raw -1036625.162514 + Penalty 3002.651544 = -1033622.510970
  nChanged 0
		SP:Iteration 47F (118373.790000 sec): 3 clusters
  Score: Raw -1036625.162514 + Penalty 3002.651544 = -1033622.510970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118373.880000 sec): 2 clusters
  Score: Raw -524463.990365 + Penalty 1388.373207 = -523075.617157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118374.120000 sec): 3 clusters
  Score: Raw -521820.063903 + Penalty 2776.746415 = -519043.317489
  nChanged 2088
		SP:Iteration 1F (118374.320000 sec): 3 clusters
  Score: Raw -522999.254508 + Penalty 2776.746415 = -520222.508093
  nChanged 378
		SP:Iteration 2F (118374.510000 sec): 3 clusters
  Score: Raw -523201.339878 + Penalty 2776.746415 = -520424.593463
  nChanged 262
		SP:Iteration 3F (118374.700000 sec): 3 clusters
  Score: Raw -523323.188391 + Penalty 2776.746415 = -520546.441976
  nChanged 190
		SP:Iteration 4Q (118374.920000 sec): 3 clusters
  Score: Raw -523404.161799 + Penalty 2776.746415 = -520627.415385
  nChanged 151
		SP:Iteration 5Q (118375.130000 sec): 3 clusters
  Score: Raw -523468.822864 + Penalty 2776.746415 = -520692.076449
  nChanged 129
		SP:Iteration 6Q (118375.330000 sec): 3 clusters
  Score: Raw -523519.121937 + Penalty 2776.746415 = -520742.375523
  nChanged 113
		SP:Iteration 7Q (118375.510000 sec): 3 clusters
  Score: Raw -523566.049755 + Penalty 2776.746415 = -520789.303340
  nChanged 126
		SP:Iteration 8Q (118375.720000 sec): 3 clusters
  Score: Raw -523624.302106 + Penalty 2776.746415 = -520847.555691
  nChanged 128
		SP:Iteration 9Q (118375.920000 sec): 3 clusters
  Score: Raw -523677.920861 + Penalty 2776.746415 = -520901.174446
  nChanged 117
		SP:Iteration 10Q (118376.140000 sec): 3 clusters
  Score: Raw -523722.337332 + Penalty 2776.746415 = -520945.590917
  nChanged 96
		SP:Iteration 11Q (118376.340000 sec): 3 clusters
  Score: Raw -523763.112257 + Penalty 2776.746415 = -520986.365842
  nChanged 99
		SP:Iteration 12Q (118376.540000 sec): 3 clusters
  Score: Raw -523802.624352 + Penalty 2776.746415 = -521025.877938
  nChanged 83
		SP:Iteration 13Q (118376.740000 sec): 3 clusters
  Score: Raw -523834.618176 + Penalty 2776.746415 = -521057.871761
  nChanged 87
		SP:Iteration 14Q (118377.000000 sec): 3 clusters
  Score: Raw -523870.001598 + Penalty 2776.746415 = -521093.255183
  nChanged 84
		SP:Iteration 15Q (118377.180000 sec): 3 clusters
  Score: Raw -523903.256789 + Penalty 2776.746415 = -521126.510374
  nChanged 80
		SP:Iteration 16Q (118377.340000 sec): 3 clusters
  Score: Raw -523935.162854 + Penalty 2776.746415 = -521158.416439
  nChanged 85
		SP:Iteration 17Q (118377.610000 sec): 3 clusters
  Score: Raw -523977.740014 + Penalty 2776.746415 = -521200.993599
  nChanged 89
		SP:Iteration 18Q (118377.770000 sec): 3 clusters
  Score: Raw -524020.543978 + Penalty 2776.746415 = -521243.797563
  nChanged 89
		SP:Iteration 19Q (118377.990000 sec): 3 clusters
  Score: Raw -524061.340224 + Penalty 2776.746415 = -521284.593809
  nChanged 91
		SP:Iteration 20F (118378.210000 sec): 3 clusters
  Score: Raw -524097.469983 + Penalty 2776.746415 = -521320.723568
  nChanged 81
		SP:Iteration 21Q (118378.400000 sec): 3 clusters
  Score: Raw -524126.538651 + Penalty 2776.746415 = -521349.792236
  nChanged 75
		SP:Iteration 22Q (118378.610000 sec): 3 clusters
  Score: Raw -524151.403833 + Penalty 2776.746415 = -521374.657418
  nChanged 49
		SP:Iteration 23Q (118378.770000 sec): 3 clusters
  Score: Raw -524167.707162 + Penalty 2776.746415 = -521390.960747
  nChanged 45
		SP:Iteration 24Q (118378.980000 sec): 3 clusters
  Score: Raw -524185.181567 + Penalty 2776.746415 = -521408.435152
  nChanged 42
		SP:Iteration 25Q (118379.200000 sec): 3 clusters
  Score: Raw -524198.901854 + Penalty 2776.746415 = -521422.155439
  nChanged 42
		SP:Iteration 26Q (118379.390000 sec): 3 clusters
  Score: Raw -524214.462936 + Penalty 2776.746415 = -521437.716521
  nChanged 42
		SP:Iteration 27Q (118379.620000 sec): 3 clusters
  Score: Raw -524230.468469 + Penalty 2776.746415 = -521453.722054
  nChanged 51
		SP:Iteration 28Q (118379.810000 sec): 3 clusters
  Score: Raw -524250.844457 + Penalty 2776.746415 = -521474.098042
  nChanged 51
		SP:Iteration 29Q (118380.030000 sec): 3 clusters
  Score: Raw -524266.821951 + Penalty 2776.746415 = -521490.075536
  nChanged 35
		SP:Iteration 30Q (118380.250000 sec): 3 clusters
  Score: Raw -524275.861869 + Penalty 2776.746415 = -521499.115454
  nChanged 26
		SP:Iteration 31Q (118380.460000 sec): 3 clusters
  Score: Raw -524282.024396 + Penalty 2776.746415 = -521505.277981
  nChanged 19
		SP:Iteration 32Q (118380.660000 sec): 3 clusters
  Score: Raw -524285.353972 + Penalty 2776.746415 = -521508.607557
  nChanged 12
		SP:Iteration 33Q (118380.850000 sec): 3 clusters
  Score: Raw -524288.071274 + Penalty 2776.746415 = -521511.324859
  nChanged 10
		SP:Iteration 34Q (118381.060000 sec): 3 clusters
  Score: Raw -524290.888677 + Penalty 2776.746415 = -521514.142262
  nChanged 10
		SP:Iteration 35Q (118381.250000 sec): 3 clusters
  Score: Raw -524293.167673 + Penalty 2776.746415 = -521516.421258
  nChanged 6
		SP:Iteration 36Q (118381.430000 sec): 3 clusters
  Score: Raw -524294.363736 + Penalty 2776.746415 = -521517.617321
  nChanged 4
		SP:Iteration 37Q (118381.590000 sec): 3 clusters
  Score: Raw -524295.455476 + Penalty 2776.746415 = -521518.709062
  nChanged 3
		SP:Iteration 38Q (118381.780000 sec): 3 clusters
  Score: Raw -524296.263574 + Penalty 2776.746415 = -521519.517160
  nChanged 1
		SP:Iteration 39Q (118382.010000 sec): 3 clusters
  Score: Raw -524296.735794 + Penalty 2776.746415 = -521519.989379
  nChanged 3
		SP:Iteration 40F (118382.260000 sec): 3 clusters
  Score: Raw -524297.173537 + Penalty 2776.746415 = -521520.427122
  nChanged 4
		SP:Iteration 41Q (118382.480000 sec): 3 clusters
  Score: Raw -524298.648179 + Penalty 2776.746415 = -521521.901764
  nChanged 7
		SP:Iteration 42Q (118382.660000 sec): 3 clusters
  Score: Raw -524299.929272 + Penalty 2776.746415 = -521523.182857
  nChanged 4
		SP:Iteration 43Q (118382.880000 sec): 3 clusters
  Score: Raw -524301.025657 + Penalty 2776.746415 = -521524.279242
  nChanged 3
		SP:Iteration 44Q (118383.100000 sec): 3 clusters
  Score: Raw -524301.310710 + Penalty 2776.746415 = -521524.564295
  nChanged 2
		SP:Iteration 45Q (118383.320000 sec): 3 clusters
  Score: Raw -524301.548388 + Penalty 2776.746415 = -521524.801973
  nChanged 1
		SP:Iteration 46Q (118383.550000 sec): 3 clusters
  Score: Raw -524301.735373 + Penalty 2776.746415 = -521524.988959
  nChanged 0
		SP:Iteration 47F (118383.760000 sec): 3 clusters
  Score: Raw -524301.735373 + Penalty 2776.746415 = -521524.988959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118383.860000 sec): 2 clusters
  Score: Raw -270832.036268 + Penalty 1284.094101 = -269547.942166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118384.060000 sec): 3 clusters
  Score: Raw -269717.506661 + Penalty 2568.188203 = -267149.318458
  nChanged 998
		SP:Iteration 1F (118384.280000 sec): 3 clusters
  Score: Raw -270721.591077 + Penalty 2568.188203 = -268153.402875
  nChanged 345
		SP:Iteration 2F (118384.500000 sec): 3 clusters
  Score: Raw -271350.314375 + Penalty 2568.188203 = -268782.126172
  nChanged 251
		SP:Iteration 3F (118384.700000 sec): 3 clusters
  Score: Raw -271676.815815 + Penalty 2568.188203 = -269108.627613
  nChanged 141
		SP:Iteration 4F (118384.890000 sec): 3 clusters
  Score: Raw -271844.080521 + Penalty 2568.188203 = -269275.892319
  nChanged 78
		SP:Iteration 5Q (118385.110000 sec): 3 clusters
  Score: Raw -271911.210537 + Penalty 2568.188203 = -269343.022335
  nChanged 43
		SP:Iteration 6Q (118385.310000 sec): 3 clusters
  Score: Raw -271944.078266 + Penalty 2568.188203 = -269375.890064
  nChanged 31
		SP:Iteration 7Q (118385.490000 sec): 3 clusters
  Score: Raw -271958.465575 + Penalty 2568.188203 = -269390.277372
  nChanged 16
		SP:Iteration 8Q (118385.660000 sec): 3 clusters
  Score: Raw -271965.146810 + Penalty 2568.188203 = -269396.958607
  nChanged 10
		SP:Iteration 9Q (118385.860000 sec): 3 clusters
  Score: Raw -271969.971956 + Penalty 2568.188203 = -269401.783754
  nChanged 7
		SP:Iteration 10Q (118386.050000 sec): 3 clusters
  Score: Raw -271973.924824 + Penalty 2568.188203 = -269405.736621
  nChanged 8
		SP:Iteration 11Q (118386.260000 sec): 3 clusters
  Score: Raw -271977.177804 + Penalty 2568.188203 = -269408.989601
  nChanged 2
		SP:Iteration 12Q (118386.490000 sec): 3 clusters
  Score: Raw -271978.051327 + Penalty 2568.188203 = -269409.863125
  nChanged 0
		SP:Iteration 13F (118386.640000 sec): 3 clusters
  Score: Raw -271978.051327 + Penalty 2568.188203 = -269409.863125
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (412066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118388.440000 sec): 2 clusters
  Score: Raw -43133406.009170 + Penalty 2100.952557 = -43131305.056614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118390.430000 sec): 3 clusters
  Score: Raw -42856913.521987 + Penalty 4201.905113 = -42852711.616873
  nChanged 201757
		SP:Iteration 1F (118392.680000 sec): 3 clusters
  Score: Raw -42981012.497651 + Penalty 4201.905113 = -42976810.592538
  nChanged 16120
		SP:Iteration 2Q (118394.920000 sec): 3 clusters
  Score: Raw -42986565.528274 + Penalty 4201.905113 = -42982363.623160
  nChanged 22083
		SP:Iteration 3F (118396.820000 sec): 3 clusters
  Score: Raw -42997388.751831 + Penalty 4201.905113 = -42993186.846718
  nChanged 30278
		SP:Iteration 4F (118398.940000 sec): 3 clusters
  Score: Raw -43017886.970970 + Penalty 4201.905113 = -43013685.065856
  nChanged 36945
		SP:Iteration 5F (118401.280000 sec): 3 clusters
  Score: Raw -43049277.534848 + Penalty 4201.905113 = -43045075.629735
  nChanged 36582
		SP:Iteration 6F (118403.420000 sec): 3 clusters
  Score: Raw -43084566.067824 + Penalty 4201.905113 = -43080364.162711
  nChanged 27241
		SP:Iteration 7F (118405.440000 sec): 3 clusters
  Score: Raw -43111617.805616 + Penalty 4201.905113 = -43107415.900503
  nChanged 14618
		SP:Iteration 8Q (118407.490000 sec): 3 clusters
  Score: Raw -43125701.047292 + Penalty 4201.905113 = -43121499.142179
  nChanged 5954
		SP:Iteration 9Q (118409.550000 sec): 3 clusters
  Score: Raw -43131149.189273 + Penalty 4201.905113 = -43126947.284160
  nChanged 1912
		SP:Iteration 10Q (118411.210000 sec): 3 clusters
  Score: Raw -43132834.024269 + Penalty 4201.905113 = -43128632.119156
  nChanged 527
		SP:Iteration 11Q (118412.830000 sec): 3 clusters
  Score: Raw -43133347.937031 + Penalty 4201.905113 = -43129146.031918
  nChanged 161
		SP:Iteration 12Q (118414.410000 sec): 3 clusters
  Score: Raw -43133526.910198 + Penalty 4201.905113 = -43129325.005085
  nChanged 71
		SP:Iteration 13Q (118415.780000 sec): 3 clusters
  Score: Raw -43133615.650883 + Penalty 4201.905113 = -43129413.745770
  nChanged 42
		SP:Iteration 14Q (118417.410000 sec): 3 clusters
  Score: Raw -43133660.574880 + Penalty 4201.905113 = -43129458.669767
  nChanged 23
		SP:Iteration 15Q (118419.010000 sec): 3 clusters
  Score: Raw -43133684.714140 + Penalty 4201.905113 = -43129482.809026
  nChanged 12
		SP:Iteration 16Q (118420.680000 sec): 3 clusters
  Score: Raw -43133696.049408 + Penalty 4201.905113 = -43129494.144295
  nChanged 8
		SP:Iteration 17Q (118422.330000 sec): 3 clusters
  Score: Raw -43133703.999799 + Penalty 4201.905113 = -43129502.094686
  nChanged 4
		SP:Iteration 18Q (118424.060000 sec): 3 clusters
  Score: Raw -43133706.072345 + Penalty 4201.905113 = -43129504.167231
  nChanged 4
		SP:Iteration 19Q (118425.700000 sec): 3 clusters
  Score: Raw -43133709.785763 + Penalty 4201.905113 = -43129507.880650
  nChanged 3
		SP:Iteration 20F (118427.600000 sec): 3 clusters
  Score: Raw -43133713.216580 + Penalty 4201.905113 = -43129511.311467
  nChanged 1
		SP:Iteration 21Q (118429.100000 sec): 3 clusters
  Score: Raw -43133714.078478 + Penalty 4201.905113 = -43129512.173365
  nChanged 0
		SP:Iteration 22F (118431.380000 sec): 3 clusters
  Score: Raw -43133714.078478 + Penalty 4201.905113 = -43129512.173365
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118431.750000 sec): 2 clusters
  Score: Raw -2504373.160350 + Penalty 1634.614416 = -2502738.545934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118432.030000 sec): 3 clusters
  Score: Raw -2490165.244068 + Penalty 3269.228832 = -2486896.015236
  nChanged 10648
		SP:Iteration 1F (118432.310000 sec): 3 clusters
  Score: Raw -2496251.258750 + Penalty 3269.228832 = -2492982.029918
  nChanged 1228
		SP:Iteration 2F (118432.610000 sec): 3 clusters
  Score: Raw -2496735.480109 + Penalty 3269.228832 = -2493466.251278
  nChanged 1134
		SP:Iteration 3Q (118432.940000 sec): 3 clusters
  Score: Raw -2497191.898191 + Penalty 3269.228832 = -2493922.669359
  nChanged 1043
		SP:Iteration 4Q (118433.210000 sec): 3 clusters
  Score: Raw -2497612.131087 + Penalty 3269.228832 = -2494342.902255
  nChanged 999
		SP:Iteration 5Q (118433.500000 sec): 3 clusters
  Score: Raw -2498039.948715 + Penalty 3269.228832 = -2494770.719884
  nChanged 1000
		SP:Iteration 6Q (118433.870000 sec): 3 clusters
  Score: Raw -2498479.914794 + Penalty 3269.228832 = -2495210.685962
  nChanged 982
		SP:Iteration 7Q (118434.210000 sec): 3 clusters
  Score: Raw -2498899.136299 + Penalty 3269.228832 = -2495629.907467
  nChanged 921
		SP:Iteration 8Q (118434.470000 sec): 3 clusters
  Score: Raw -2499305.379889 + Penalty 3269.228832 = -2496036.151057
  nChanged 847
		SP:Iteration 9Q (118434.780000 sec): 3 clusters
  Score: Raw -2499673.806163 + Penalty 3269.228832 = -2496404.577331
  nChanged 847
		SP:Iteration 10Q (118435.120000 sec): 3 clusters
  Score: Raw -2500080.766748 + Penalty 3269.228832 = -2496811.537916
  nChanged 845
		SP:Iteration 11Q (118435.430000 sec): 3 clusters
  Score: Raw -2500515.013122 + Penalty 3269.228832 = -2497245.784291
  nChanged 892
		SP:Iteration 12Q (118435.710000 sec): 3 clusters
  Score: Raw -2501024.864661 + Penalty 3269.228832 = -2497755.635829
  nChanged 919
		SP:Iteration 13Q (118436.060000 sec): 3 clusters
  Score: Raw -2501568.548205 + Penalty 3269.228832 = -2498299.319373
  nChanged 908
		SP:Iteration 14Q (118436.420000 sec): 3 clusters
  Score: Raw -2502108.599930 + Penalty 3269.228832 = -2498839.371098
  nChanged 841
		SP:Iteration 15Q (118436.720000 sec): 3 clusters
  Score: Raw -2502615.417194 + Penalty 3269.228832 = -2499346.188362
  nChanged 791
		SP:Iteration 16Q (118437.000000 sec): 3 clusters
  Score: Raw -2503108.742322 + Penalty 3269.228832 = -2499839.513490
  nChanged 658
		SP:Iteration 17Q (118437.290000 sec): 3 clusters
  Score: Raw -2503553.788176 + Penalty 3269.228832 = -2500284.559344
  nChanged 606
		SP:Iteration 18Q (118437.600000 sec): 3 clusters
  Score: Raw -2503957.888247 + Penalty 3269.228832 = -2500688.659415
  nChanged 466
		SP:Iteration 19Q (118437.880000 sec): 3 clusters
  Score: Raw -2504269.037176 + Penalty 3269.228832 = -2500999.808344
  nChanged 364
		SP:Iteration 20F (118438.180000 sec): 3 clusters
  Score: Raw -2504498.612460 + Penalty 3269.228832 = -2501229.383628
  nChanged 261
		SP:Iteration 21Q (118438.470000 sec): 3 clusters
  Score: Raw -2504648.572864 + Penalty 3269.228832 = -2501379.344032
  nChanged 170
		SP:Iteration 22Q (118438.810000 sec): 3 clusters
  Score: Raw -2504735.616052 + Penalty 3269.228832 = -2501466.387220
  nChanged 139
		SP:Iteration 23Q (118439.020000 sec): 3 clusters
  Score: Raw -2504801.628391 + Penalty 3269.228832 = -2501532.399559
  nChanged 93
		SP:Iteration 24Q (118439.260000 sec): 3 clusters
  Score: Raw -2504843.178449 + Penalty 3269.228832 = -2501573.949618
  nChanged 72
		SP:Iteration 25Q (118439.600000 sec): 3 clusters
  Score: Raw -2504863.515295 + Penalty 3269.228832 = -2501594.286463
  nChanged 51
		SP:Iteration 26Q (118439.890000 sec): 3 clusters
  Score: Raw -2504880.059767 + Penalty 3269.228832 = -2501610.830935
  nChanged 39
		SP:Iteration 27Q (118440.190000 sec): 3 clusters
  Score: Raw -2504893.513682 + Penalty 3269.228832 = -2501624.284850
  nChanged 42
		SP:Iteration 28Q (118440.490000 sec): 3 clusters
  Score: Raw -2504911.123564 + Penalty 3269.228832 = -2501641.894732
  nChanged 47
		SP:Iteration 29Q (118440.750000 sec): 3 clusters
  Score: Raw -2504927.441989 + Penalty 3269.228832 = -2501658.213157
  nChanged 39
		SP:Iteration 30Q (118441.040000 sec): 3 clusters
  Score: Raw -2504939.630893 + Penalty 3269.228832 = -2501670.402061
  nChanged 30
		SP:Iteration 31Q (118441.260000 sec): 3 clusters
  Score: Raw -2504950.067065 + Penalty 3269.228832 = -2501680.838233
  nChanged 31
		SP:Iteration 32Q (118441.560000 sec): 3 clusters
  Score: Raw -2504958.726407 + Penalty 3269.228832 = -2501689.497575
  nChanged 24
		SP:Iteration 33Q (118441.850000 sec): 3 clusters
  Score: Raw -2504967.194955 + Penalty 3269.228832 = -2501697.966123
  nChanged 20
		SP:Iteration 34Q (118442.130000 sec): 3 clusters
  Score: Raw -2504973.184519 + Penalty 3269.228832 = -2501703.955687
  nChanged 13
		SP:Iteration 35Q (118442.420000 sec): 3 clusters
  Score: Raw -2504976.473030 + Penalty 3269.228832 = -2501707.244198
  nChanged 15
		SP:Iteration 36Q (118442.720000 sec): 3 clusters
  Score: Raw -2504980.412482 + Penalty 3269.228832 = -2501711.183650
  nChanged 9
		SP:Iteration 37Q (118442.930000 sec): 3 clusters
  Score: Raw -2504982.721469 + Penalty 3269.228832 = -2501713.492637
  nChanged 8
		SP:Iteration 38Q (118443.220000 sec): 3 clusters
  Score: Raw -2504984.734919 + Penalty 3269.228832 = -2501715.506087
  nChanged 4
		SP:Iteration 39Q (118443.440000 sec): 3 clusters
  Score: Raw -2504985.535437 + Penalty 3269.228832 = -2501716.306605
  nChanged 3
		SP:Iteration 40F (118443.770000 sec): 3 clusters
  Score: Raw -2504986.181886 + Penalty 3269.228832 = -2501716.953054
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (21727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118443.950000 sec): 2 clusters
  Score: Raw -2141947.145769 + Penalty 1622.775538 = -2140324.370231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118444.200000 sec): 3 clusters
  Score: Raw -2128657.756870 + Penalty 3245.551077 = -2125412.205793
  nChanged 9871
		SP:Iteration 1F (118444.470000 sec): 3 clusters
  Score: Raw -2134521.581115 + Penalty 3245.551077 = -2131276.030038
  nChanged 1296
		SP:Iteration 2F (118444.790000 sec): 3 clusters
  Score: Raw -2135209.707519 + Penalty 3245.551077 = -2131964.156442
  nChanged 1330
		SP:Iteration 3F (118445.080000 sec): 3 clusters
  Score: Raw -2135936.744497 + Penalty 3245.551077 = -2132691.193420
  nChanged 1343
		SP:Iteration 4F (118445.390000 sec): 3 clusters
  Score: Raw -2136634.521127 + Penalty 3245.551077 = -2133388.970050
  nChanged 1268
		SP:Iteration 5F (118445.770000 sec): 3 clusters
  Score: Raw -2137270.073523 + Penalty 3245.551077 = -2134024.522446
  nChanged 1229
		SP:Iteration 6F (118446.030000 sec): 3 clusters
  Score: Raw -2137882.833375 + Penalty 3245.551077 = -2134637.282298
  nChanged 1137
		SP:Iteration 7F (118446.340000 sec): 3 clusters
  Score: Raw -2138437.385399 + Penalty 3245.551077 = -2135191.834323
  nChanged 1007
		SP:Iteration 8Q (118446.580000 sec): 3 clusters
  Score: Raw -2138908.605603 + Penalty 3245.551077 = -2135663.054526
  nChanged 856
		SP:Iteration 9Q (118446.870000 sec): 3 clusters
  Score: Raw -2139335.868756 + Penalty 3245.551077 = -2136090.317679
  nChanged 773
		SP:Iteration 10Q (118447.150000 sec): 3 clusters
  Score: Raw -2139831.650125 + Penalty 3245.551077 = -2136586.099048
  nChanged 714
		SP:Iteration 11Q (118447.440000 sec): 3 clusters
  Score: Raw -2140392.196542 + Penalty 3245.551077 = -2137146.645465
  nChanged 639
		SP:Iteration 12Q (118447.740000 sec): 3 clusters
  Score: Raw -2140902.136562 + Penalty 3245.551077 = -2137656.585485
  nChanged 540
		SP:Iteration 13Q (118448.010000 sec): 3 clusters
  Score: Raw -2141275.805454 + Penalty 3245.551077 = -2138030.254377
  nChanged 466
		SP:Iteration 14Q (118448.330000 sec): 3 clusters
  Score: Raw -2141580.887721 + Penalty 3245.551077 = -2138335.336645
  nChanged 407
		SP:Iteration 15Q (118448.580000 sec): 3 clusters
  Score: Raw -2141806.402828 + Penalty 3245.551077 = -2138560.851751
  nChanged 337
		SP:Iteration 16Q (118448.910000 sec): 3 clusters
  Score: Raw -2141989.549160 + Penalty 3245.551077 = -2138743.998083
  nChanged 293
		SP:Iteration 17Q (118449.160000 sec): 3 clusters
  Score: Raw -2142134.918609 + Penalty 3245.551077 = -2138889.367533
  nChanged 265
		SP:Iteration 18Q (118449.490000 sec): 3 clusters
  Score: Raw -2142251.410715 + Penalty 3245.551077 = -2139005.859639
  nChanged 232
		SP:Iteration 19Q (118449.760000 sec): 3 clusters
  Score: Raw -2142345.581394 + Penalty 3245.551077 = -2139100.030317
  nChanged 209
		SP:Iteration 20F (118450.060000 sec): 3 clusters
  Score: Raw -2142417.014969 + Penalty 3245.551077 = -2139171.463892
  nChanged 190
		SP:Iteration 21Q (118450.330000 sec): 3 clusters
  Score: Raw -2142487.186369 + Penalty 3245.551077 = -2139241.635292
  nChanged 174
		SP:Iteration 22Q (118450.650000 sec): 3 clusters
  Score: Raw -2142551.390761 + Penalty 3245.551077 = -2139305.839685
  nChanged 185
		SP:Iteration 23Q (118450.950000 sec): 3 clusters
  Score: Raw -2142616.806750 + Penalty 3245.551077 = -2139371.255673
  nChanged 163
		SP:Iteration 24Q (118451.280000 sec): 3 clusters
  Score: Raw -2142672.563500 + Penalty 3245.551077 = -2139427.012424
  nChanged 141
		SP:Iteration 25Q (118451.590000 sec): 3 clusters
  Score: Raw -2142721.856034 + Penalty 3245.551077 = -2139476.304957
  nChanged 142
		SP:Iteration 26Q (118451.900000 sec): 3 clusters
  Score: Raw -2142775.232362 + Penalty 3245.551077 = -2139529.681285
  nChanged 118
		SP:Iteration 27Q (118452.120000 sec): 3 clusters
  Score: Raw -2142818.163603 + Penalty 3245.551077 = -2139572.612526
  nChanged 118
		SP:Iteration 28Q (118452.380000 sec): 3 clusters
  Score: Raw -2142859.941803 + Penalty 3245.551077 = -2139614.390726
  nChanged 85
		SP:Iteration 29Q (118452.680000 sec): 3 clusters
  Score: Raw -2142889.889818 + Penalty 3245.551077 = -2139644.338741
  nChanged 86
		SP:Iteration 30Q (118452.940000 sec): 3 clusters
  Score: Raw -2142917.717999 + Penalty 3245.551077 = -2139672.166922
  nChanged 65
		SP:Iteration 31Q (118453.280000 sec): 3 clusters
  Score: Raw -2142939.262681 + Penalty 3245.551077 = -2139693.711605
  nChanged 66
		SP:Iteration 32Q (118453.530000 sec): 3 clusters
  Score: Raw -2142962.137127 + Penalty 3245.551077 = -2139716.586050
  nChanged 63
		SP:Iteration 33Q (118453.880000 sec): 3 clusters
  Score: Raw -2142984.917547 + Penalty 3245.551077 = -2139739.366470
  nChanged 55
		SP:Iteration 34Q (118454.150000 sec): 3 clusters
  Score: Raw -2143001.243655 + Penalty 3245.551077 = -2139755.692578
  nChanged 45
		SP:Iteration 35Q (118454.390000 sec): 3 clusters
  Score: Raw -2143015.778585 + Penalty 3245.551077 = -2139770.227508
  nChanged 56
		SP:Iteration 36Q (118454.640000 sec): 3 clusters
  Score: Raw -2143034.557265 + Penalty 3245.551077 = -2139789.006188
  nChanged 47
		SP:Iteration 37Q (118454.940000 sec): 3 clusters
  Score: Raw -2143050.617617 + Penalty 3245.551077 = -2139805.066540
  nChanged 40
		SP:Iteration 38Q (118455.220000 sec): 3 clusters
  Score: Raw -2143064.146997 + Penalty 3245.551077 = -2139818.595920
  nChanged 35
		SP:Iteration 39Q (118455.510000 sec): 3 clusters
  Score: Raw -2143076.065302 + Penalty 3245.551077 = -2139830.514225
  nChanged 36
		SP:Iteration 40F (118455.860000 sec): 3 clusters
  Score: Raw -2143088.061030 + Penalty 3245.551077 = -2139842.509953
  nChanged 26
		SP:Iteration 41Q (118456.170000 sec): 3 clusters
  Score: Raw -2143096.295830 + Penalty 3245.551077 = -2139850.744753
  nChanged 28
		SP:Iteration 42Q (118456.440000 sec): 3 clusters
  Score: Raw -2143104.427254 + Penalty 3245.551077 = -2139858.876177
  nChanged 25
		SP:Iteration 43Q (118456.740000 sec): 3 clusters
  Score: Raw -2143111.858363 + Penalty 3245.551077 = -2139866.307286
  nChanged 26
		SP:Iteration 44Q (118457.040000 sec): 3 clusters
  Score: Raw -2143120.024484 + Penalty 3245.551077 = -2139874.473408
  nChanged 28
		SP:Iteration 45Q (118457.290000 sec): 3 clusters
  Score: Raw -2143125.302202 + Penalty 3245.551077 = -2139879.751126
  nChanged 19
		SP:Iteration 46Q (118457.600000 sec): 3 clusters
  Score: Raw -2143129.040879 + Penalty 3245.551077 = -2139883.489802
  nChanged 15
		SP:Iteration 47Q (118457.840000 sec): 3 clusters
  Score: Raw -2143132.220713 + Penalty 3245.551077 = -2139886.669636
  nChanged 14
		SP:Iteration 48Q (118458.100000 sec): 3 clusters
  Score: Raw -2143135.821898 + Penalty 3245.551077 = -2139890.270821
  nChanged 14
		SP:Iteration 49Q (118458.420000 sec): 3 clusters
  Score: Raw -2143140.118219 + Penalty 3245.551077 = -2139894.567142
  nChanged 18
		SP:Iteration 50Q (118458.730000 sec): 3 clusters
  Score: Raw -2143144.590898 + Penalty 3245.551077 = -2139899.039821
  nChanged 17
		SP:Iteration 51Q (118458.980000 sec): 3 clusters
  Score: Raw -2143148.921157 + Penalty 3245.551077 = -2139903.370080
  nChanged 16
		SP:Iteration 52Q (118459.260000 sec): 3 clusters
  Score: Raw -2143151.789304 + Penalty 3245.551077 = -2139906.238227
  nChanged 7
		SP:Iteration 53Q (118459.500000 sec): 3 clusters
  Score: Raw -2143153.788003 + Penalty 3245.551077 = -2139908.236927
  nChanged 7
		SP:Iteration 54Q (118459.820000 sec): 3 clusters
  Score: Raw -2143156.262915 + Penalty 3245.551077 = -2139910.711839
  nChanged 13
		SP:Iteration 55Q (118460.140000 sec): 3 clusters
  Score: Raw -2143159.488850 + Penalty 3245.551077 = -2139913.937773
  nChanged 8
		SP:Iteration 56Q (118460.410000 sec): 3 clusters
  Score: Raw -2143161.312189 + Penalty 3245.551077 = -2139915.761112
  nChanged 9
		SP:Iteration 57Q (118460.680000 sec): 3 clusters
  Score: Raw -2143163.222638 + Penalty 3245.551077 = -2139917.671561
  nChanged 9
		SP:Iteration 58Q (118460.960000 sec): 3 clusters
  Score: Raw -2143165.357959 + Penalty 3245.551077 = -2139919.806882
  nChanged 4
		SP:Iteration 59Q (118461.290000 sec): 3 clusters
  Score: Raw -2143166.158543 + Penalty 3245.551077 = -2139920.607466
  nChanged 4
		SP:Iteration 60F (118461.580000 sec): 3 clusters
  Score: Raw -2143166.837085 + Penalty 3245.551077 = -2139921.286008
  nChanged 3
		SP:Iteration 61Q (118461.870000 sec): 3 clusters
  Score: Raw -2143167.362016 + Penalty 3245.551077 = -2139921.810939
  nChanged 2
		SP:Iteration 62Q (118462.140000 sec): 3 clusters
  Score: Raw -2143167.546278 + Penalty 3245.551077 = -2139921.995202
  nChanged 3
		SP:Iteration 63Q (118462.420000 sec): 3 clusters
  Score: Raw -2143168.035701 + Penalty 3245.551077 = -2139922.484625
  nChanged 3
		SP:Iteration 64Q (118462.720000 sec): 3 clusters
  Score: Raw -2143168.576967 + Penalty 3245.551077 = -2139923.025890
  nChanged 1
		SP:Iteration 65Q (118463.030000 sec): 3 clusters
  Score: Raw -2143168.891194 + Penalty 3245.551077 = -2139923.340117
  nChanged 1
		SP:Iteration 66Q (118463.270000 sec): 3 clusters
  Score: Raw -2143168.964775 + Penalty 3245.551077 = -2139923.413698
  nChanged 1
		SP:Iteration 67Q (118463.620000 sec): 3 clusters
  Score: Raw -2143169.053054 + Penalty 3245.551077 = -2139923.501977
  nChanged 0
		SP:Iteration 68F (118463.870000 sec): 3 clusters
  Score: Raw -2143169.053054 + Penalty 3245.551077 = -2139923.501977
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118464.020000 sec): 2 clusters
  Score: Raw -374753.248406 + Penalty 1344.996816 = -373408.251591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118464.250000 sec): 3 clusters
  Score: Raw -372818.573385 + Penalty 2689.993631 = -370128.579753
  nChanged 1554
		SP:Iteration 1F (118464.420000 sec): 3 clusters
  Score: Raw -373907.896308 + Penalty 2689.993631 = -371217.902677
  nChanged 374
		SP:Iteration 2F (118464.640000 sec): 3 clusters
  Score: Raw -374219.992479 + Penalty 2689.993631 = -371529.998847
  nChanged 269
		SP:Iteration 3F (118464.830000 sec): 3 clusters
  Score: Raw -374432.220533 + Penalty 2689.993631 = -371742.226902
  nChanged 234
		SP:Iteration 4F (118465.050000 sec): 3 clusters
  Score: Raw -374652.431338 + Penalty 2689.993631 = -371962.437707
  nChanged 212
		SP:Iteration 5F (118465.260000 sec): 3 clusters
  Score: Raw -374874.393916 + Penalty 2689.993631 = -372184.400285
  nChanged 184
		SP:Iteration 6Q (118465.430000 sec): 3 clusters
  Score: Raw -375029.275771 + Penalty 2689.993631 = -372339.282140
  nChanged 151
		SP:Iteration 7Q (118465.650000 sec): 3 clusters
  Score: Raw -375170.897674 + Penalty 2689.993631 = -372480.904042
  nChanged 123
		SP:Iteration 8Q (118465.880000 sec): 3 clusters
  Score: Raw -375272.988380 + Penalty 2689.993631 = -372582.994749
  nChanged 116
		SP:Iteration 9Q (118466.060000 sec): 3 clusters
  Score: Raw -375343.827697 + Penalty 2689.993631 = -372653.834066
  nChanged 95
		SP:Iteration 10Q (118466.250000 sec): 3 clusters
  Score: Raw -375412.714522 + Penalty 2689.993631 = -372722.720891
  nChanged 83
		SP:Iteration 11Q (118466.420000 sec): 3 clusters
  Score: Raw -375482.147843 + Penalty 2689.993631 = -372792.154211
  nChanged 65
		SP:Iteration 12Q (118466.660000 sec): 3 clusters
  Score: Raw -375527.382196 + Penalty 2689.993631 = -372837.388565
  nChanged 55
		SP:Iteration 13Q (118466.820000 sec): 3 clusters
  Score: Raw -375566.423648 + Penalty 2689.993631 = -372876.430017
  nChanged 41
		SP:Iteration 14Q (118467.040000 sec): 3 clusters
  Score: Raw -375593.108099 + Penalty 2689.993631 = -372903.114467
  nChanged 22
		SP:Iteration 15Q (118467.220000 sec): 3 clusters
  Score: Raw -375607.125928 + Penalty 2689.993631 = -372917.132297
  nChanged 28
		SP:Iteration 16Q (118467.370000 sec): 3 clusters
  Score: Raw -375623.680613 + Penalty 2689.993631 = -372933.686981
  nChanged 23
		SP:Iteration 17Q (118467.540000 sec): 3 clusters
  Score: Raw -375637.133331 + Penalty 2689.993631 = -372947.139700
  nChanged 28
		SP:Iteration 18Q (118467.660000 sec): 3 clusters
  Score: Raw -375653.583866 + Penalty 2689.993631 = -372963.590235
  nChanged 23
		SP:Iteration 19Q (118467.780000 sec): 3 clusters
  Score: Raw -375664.442698 + Penalty 2689.993631 = -372974.449067
  nChanged 15
		SP:Iteration 20F (118467.910000 sec): 3 clusters
  Score: Raw -375672.692923 + Penalty 2689.993631 = -372982.699292
  nChanged 10
		SP:Iteration 21Q (118468.040000 sec): 3 clusters
  Score: Raw -375677.772750 + Penalty 2689.993631 = -372987.779119
  nChanged 11
		SP:Iteration 22Q (118468.160000 sec): 3 clusters
  Score: Raw -375682.413919 + Penalty 2689.993631 = -372992.420288
  nChanged 8
		SP:Iteration 23Q (118468.380000 sec): 3 clusters
  Score: Raw -375686.925392 + Penalty 2689.993631 = -372996.931760
  nChanged 9
		SP:Iteration 24Q (118468.540000 sec): 3 clusters
  Score: Raw -375691.934189 + Penalty 2689.993631 = -373001.940557
  nChanged 8
		SP:Iteration 25Q (118468.750000 sec): 3 clusters
  Score: Raw -375696.499415 + Penalty 2689.993631 = -373006.505784
  nChanged 6
		SP:Iteration 26Q (118468.880000 sec): 3 clusters
  Score: Raw -375699.169362 + Penalty 2689.993631 = -373009.175730
  nChanged 6
		SP:Iteration 27Q (118469.060000 sec): 3 clusters
  Score: Raw -375702.784653 + Penalty 2689.993631 = -373012.791022
  nChanged 5
		SP:Iteration 28Q (118469.190000 sec): 3 clusters
  Score: Raw -375706.417235 + Penalty 2689.993631 = -373016.423603
  nChanged 6
		SP:Iteration 29Q (118469.320000 sec): 3 clusters
  Score: Raw -375709.032060 + Penalty 2689.993631 = -373019.038428
  nChanged 6
		SP:Iteration 30Q (118469.450000 sec): 3 clusters
  Score: Raw -375710.887299 + Penalty 2689.993631 = -373020.893668
  nChanged 2
		SP:Iteration 31Q (118469.580000 sec): 3 clusters
  Score: Raw -375711.098058 + Penalty 2689.993631 = -373021.104427
  nChanged 0
		SP:Iteration 32F (118469.720000 sec): 3 clusters
  Score: Raw -375711.098058 + Penalty 2689.993631 = -373021.104427
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7336 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118469.840000 sec): 2 clusters
  Score: Raw -730920.499933 + Penalty 1446.339215 = -729474.160718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118470.060000 sec): 3 clusters
  Score: Raw -726897.763873 + Penalty 2892.678430 = -724005.085443
  nChanged 3109
		SP:Iteration 1F (118470.240000 sec): 3 clusters
  Score: Raw -728558.082449 + Penalty 2892.678430 = -725665.404019
  nChanged 505
		SP:Iteration 2F (118470.410000 sec): 3 clusters
  Score: Raw -728844.456801 + Penalty 2892.678430 = -725951.778372
  nChanged 432
		SP:Iteration 3F (118470.640000 sec): 3 clusters
  Score: Raw -729103.883595 + Penalty 2892.678430 = -726211.205165
  nChanged 466
		SP:Iteration 4F (118470.780000 sec): 3 clusters
  Score: Raw -729413.962247 + Penalty 2892.678430 = -726521.283818
  nChanged 417
		SP:Iteration 5F (118470.930000 sec): 3 clusters
  Score: Raw -729684.048998 + Penalty 2892.678430 = -726791.370568
  nChanged 376
		SP:Iteration 6F (118471.130000 sec): 3 clusters
  Score: Raw -729902.017040 + Penalty 2892.678430 = -727009.338611
  nChanged 274
		SP:Iteration 7Q (118471.380000 sec): 3 clusters
  Score: Raw -730051.608277 + Penalty 2892.678430 = -727158.929847
  nChanged 250
		SP:Iteration 8Q (118471.590000 sec): 3 clusters
  Score: Raw -730200.221150 + Penalty 2892.678430 = -727307.542720
  nChanged 214
		SP:Iteration 9Q (118471.770000 sec): 3 clusters
  Score: Raw -730314.311676 + Penalty 2892.678430 = -727421.633246
  nChanged 198
		SP:Iteration 10Q (118471.990000 sec): 3 clusters
  Score: Raw -730418.703254 + Penalty 2892.678430 = -727526.024825
  nChanged 171
		SP:Iteration 11Q (118472.220000 sec): 3 clusters
  Score: Raw -730497.357549 + Penalty 2892.678430 = -727604.679119
  nChanged 145
		SP:Iteration 12Q (118472.390000 sec): 3 clusters
  Score: Raw -730562.863881 + Penalty 2892.678430 = -727670.185451
  nChanged 123
		SP:Iteration 13Q (118472.510000 sec): 3 clusters
  Score: Raw -730611.835324 + Penalty 2892.678430 = -727719.156894
  nChanged 98
		SP:Iteration 14Q (118472.650000 sec): 3 clusters
  Score: Raw -730644.804614 + Penalty 2892.678430 = -727752.126185
  nChanged 83
		SP:Iteration 15Q (118472.800000 sec): 3 clusters
  Score: Raw -730670.044806 + Penalty 2892.678430 = -727777.366377
  nChanged 82
		SP:Iteration 16Q (118473.000000 sec): 3 clusters
  Score: Raw -730699.185570 + Penalty 2892.678430 = -727806.507140
  nChanged 88
		SP:Iteration 17Q (118473.210000 sec): 3 clusters
  Score: Raw -730730.904114 + Penalty 2892.678430 = -727838.225684
  nChanged 94
		SP:Iteration 18Q (118473.410000 sec): 3 clusters
  Score: Raw -730767.501546 + Penalty 2892.678430 = -727874.823116
  nChanged 94
		SP:Iteration 19Q (118473.560000 sec): 3 clusters
  Score: Raw -730806.493578 + Penalty 2892.678430 = -727913.815149
  nChanged 109
		SP:Iteration 20F (118473.740000 sec): 3 clusters
  Score: Raw -730851.046728 + Penalty 2892.678430 = -727958.368298
  nChanged 87
		SP:Iteration 21Q (118473.950000 sec): 3 clusters
  Score: Raw -730891.991538 + Penalty 2892.678430 = -727999.313108
  nChanged 75
		SP:Iteration 22Q (118474.120000 sec): 3 clusters
  Score: Raw -730923.258085 + Penalty 2892.678430 = -728030.579655
  nChanged 64
		SP:Iteration 23Q (118474.350000 sec): 3 clusters
  Score: Raw -730947.576085 + Penalty 2892.678430 = -728054.897655
  nChanged 66
		SP:Iteration 24Q (118474.560000 sec): 3 clusters
  Score: Raw -730972.367738 + Penalty 2892.678430 = -728079.689308
  nChanged 58
		SP:Iteration 25Q (118474.760000 sec): 3 clusters
  Score: Raw -730992.169593 + Penalty 2892.678430 = -728099.491163
  nChanged 52
		SP:Iteration 26Q (118475.030000 sec): 3 clusters
  Score: Raw -731012.135349 + Penalty 2892.678430 = -728119.456919
  nChanged 50
		SP:Iteration 27Q (118475.220000 sec): 3 clusters
  Score: Raw -731032.174465 + Penalty 2892.678430 = -728139.496036
  nChanged 50
		SP:Iteration 28Q (118475.460000 sec): 3 clusters
  Score: Raw -731052.038115 + Penalty 2892.678430 = -728159.359686
  nChanged 48
		SP:Iteration 29Q (118475.640000 sec): 3 clusters
  Score: Raw -731077.671052 + Penalty 2892.678430 = -728184.992622
  nChanged 49
		SP:Iteration 30Q (118475.930000 sec): 3 clusters
  Score: Raw -731100.690358 + Penalty 2892.678430 = -728208.011929
  nChanged 45
		SP:Iteration 31Q (118476.170000 sec): 3 clusters
  Score: Raw -731120.725716 + Penalty 2892.678430 = -728228.047287
  nChanged 34
		SP:Iteration 32Q (118476.370000 sec): 3 clusters
  Score: Raw -731137.762045 + Penalty 2892.678430 = -728245.083616
  nChanged 33
		SP:Iteration 33Q (118476.570000 sec): 3 clusters
  Score: Raw -731155.231191 + Penalty 2892.678430 = -728262.552761
  nChanged 22
		SP:Iteration 34Q (118476.810000 sec): 3 clusters
  Score: Raw -731166.206304 + Penalty 2892.678430 = -728273.527875
  nChanged 29
		SP:Iteration 35Q (118477.020000 sec): 3 clusters
  Score: Raw -731184.816344 + Penalty 2892.678430 = -728292.137915
  nChanged 27
		SP:Iteration 36Q (118477.170000 sec): 3 clusters
  Score: Raw -731200.044295 + Penalty 2892.678430 = -728307.365865
  nChanged 19
		SP:Iteration 37Q (118477.410000 sec): 3 clusters
  Score: Raw -731209.446187 + Penalty 2892.678430 = -728316.767758
  nChanged 21
		SP:Iteration 38Q (118477.580000 sec): 3 clusters
  Score: Raw -731220.509951 + Penalty 2892.678430 = -728327.831522
  nChanged 24
		SP:Iteration 39Q (118477.800000 sec): 3 clusters
  Score: Raw -731232.532174 + Penalty 2892.678430 = -728339.853745
  nChanged 23
		SP:Iteration 40F (118478.060000 sec): 3 clusters
  Score: Raw -731246.322709 + Penalty 2892.678430 = -728353.644279
  nChanged 23
		SP:Iteration 41Q (118478.270000 sec): 3 clusters
  Score: Raw -731260.639568 + Penalty 2892.678430 = -728367.961139
  nChanged 25
		SP:Iteration 42Q (118478.470000 sec): 3 clusters
  Score: Raw -731277.254188 + Penalty 2892.678430 = -728384.575758
  nChanged 18
		SP:Iteration 43Q (118478.730000 sec): 3 clusters
  Score: Raw -731287.703923 + Penalty 2892.678430 = -728395.025493
  nChanged 9
		SP:Iteration 44Q (118478.920000 sec): 3 clusters
  Score: Raw -731291.489599 + Penalty 2892.678430 = -728398.811169
  nChanged 8
		SP:Iteration 45Q (118479.180000 sec): 3 clusters
  Score: Raw -731296.119474 + Penalty 2892.678430 = -728403.441044
  nChanged 6
		SP:Iteration 46Q (118479.410000 sec): 3 clusters
  Score: Raw -731298.489020 + Penalty 2892.678430 = -728405.810591
  nChanged 3
		SP:Iteration 47Q (118479.630000 sec): 3 clusters
  Score: Raw -731301.398431 + Penalty 2892.678430 = -728408.720001
  nChanged 8
		SP:Iteration 48Q (118479.800000 sec): 3 clusters
  Score: Raw -731304.427292 + Penalty 2892.678430 = -728411.748862
  nChanged 2
		SP:Iteration 49Q (118479.980000 sec): 3 clusters
  Score: Raw -731306.292061 + Penalty 2892.678430 = -728413.613631
  nChanged 4
		SP:Iteration 50Q (118480.190000 sec): 3 clusters
  Score: Raw -731308.711583 + Penalty 2892.678430 = -728416.033154
  nChanged 3
		SP:Iteration 51Q (118480.380000 sec): 3 clusters
  Score: Raw -731310.238367 + Penalty 2892.678430 = -728417.559937
  nChanged 3
		SP:Iteration 52Q (118480.630000 sec): 3 clusters
  Score: Raw -731311.643133 + Penalty 2892.678430 = -728418.964703
  nChanged 4
		SP:Iteration 53Q (118480.820000 sec): 3 clusters
  Score: Raw -731312.699946 + Penalty 2892.678430 = -728420.021516
  nChanged 1
		SP:Iteration 54Q (118481.040000 sec): 3 clusters
  Score: Raw -731312.936111 + Penalty 2892.678430 = -728420.257681
  nChanged 1
		SP:Iteration 55Q (118481.240000 sec): 3 clusters
  Score: Raw -731313.027999 + Penalty 2892.678430 = -728420.349569
  nChanged 0
		SP:Iteration 56F (118481.480000 sec): 3 clusters
  Score: Raw -731313.027999 + Penalty 2892.678430 = -728420.349569
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118481.600000 sec): 2 clusters
  Score: Raw -1519245.849385 + Penalty 1555.380922 = -1517690.468463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118481.860000 sec): 3 clusters
  Score: Raw -1510888.749798 + Penalty 3110.761844 = -1507777.987954
  nChanged 6344
		SP:Iteration 1F (118482.160000 sec): 3 clusters
  Score: Raw -1514335.747424 + Penalty 3110.761844 = -1511224.985580
  nChanged 810
		SP:Iteration 2F (118482.420000 sec): 3 clusters
  Score: Raw -1514683.311647 + Penalty 3110.761844 = -1511572.549803
  nChanged 697
		SP:Iteration 3Q (118482.700000 sec): 3 clusters
  Score: Raw -1514965.951891 + Penalty 3110.761844 = -1511855.190047
  nChanged 627
		SP:Iteration 4Q (118482.970000 sec): 3 clusters
  Score: Raw -1515220.754457 + Penalty 3110.761844 = -1512109.992613
  nChanged 615
		SP:Iteration 5Q (118483.270000 sec): 3 clusters
  Score: Raw -1515475.099695 + Penalty 3110.761844 = -1512364.337851
  nChanged 547
		SP:Iteration 6Q (118483.530000 sec): 3 clusters
  Score: Raw -1515678.020038 + Penalty 3110.761844 = -1512567.258194
  nChanged 498
		SP:Iteration 7Q (118483.790000 sec): 3 clusters
  Score: Raw -1515850.779261 + Penalty 3110.761844 = -1512740.017417
  nChanged 461
		SP:Iteration 8Q (118484.080000 sec): 3 clusters
  Score: Raw -1516024.811339 + Penalty 3110.761844 = -1512914.049495
  nChanged 479
		SP:Iteration 9Q (118484.350000 sec): 3 clusters
  Score: Raw -1516202.244040 + Penalty 3110.761844 = -1513091.482195
  nChanged 466
		SP:Iteration 10Q (118484.590000 sec): 3 clusters
  Score: Raw -1516372.869949 + Penalty 3110.761844 = -1513262.108105
  nChanged 432
		SP:Iteration 11Q (118484.880000 sec): 3 clusters
  Score: Raw -1516548.230358 + Penalty 3110.761844 = -1513437.468514
  nChanged 450
		SP:Iteration 12Q (118485.090000 sec): 3 clusters
  Score: Raw -1516713.730231 + Penalty 3110.761844 = -1513602.968386
  nChanged 412
		SP:Iteration 13Q (118485.330000 sec): 3 clusters
  Score: Raw -1516874.604775 + Penalty 3110.761844 = -1513763.842931
  nChanged 414
		SP:Iteration 14Q (118485.560000 sec): 3 clusters
  Score: Raw -1517028.098040 + Penalty 3110.761844 = -1513917.336196
  nChanged 368
		SP:Iteration 15Q (118485.830000 sec): 3 clusters
  Score: Raw -1517187.512572 + Penalty 3110.761844 = -1514076.750727
  nChanged 364
		SP:Iteration 16Q (118486.070000 sec): 3 clusters
  Score: Raw -1517358.076735 + Penalty 3110.761844 = -1514247.314890
  nChanged 353
		SP:Iteration 17Q (118486.330000 sec): 3 clusters
  Score: Raw -1517535.055678 + Penalty 3110.761844 = -1514424.293834
  nChanged 378
		SP:Iteration 18Q (118486.540000 sec): 3 clusters
  Score: Raw -1517693.998312 + Penalty 3110.761844 = -1514583.236468
  nChanged 355
		SP:Iteration 19Q (118486.780000 sec): 3 clusters
  Score: Raw -1517853.771645 + Penalty 3110.761844 = -1514743.009801
  nChanged 354
		SP:Iteration 20F (118487.030000 sec): 3 clusters
  Score: Raw -1517993.375795 + Penalty 3110.761844 = -1514882.613951
  nChanged 318
		SP:Iteration 21Q (118487.310000 sec): 3 clusters
  Score: Raw -1518104.352386 + Penalty 3110.761844 = -1514993.590541
  nChanged 289
		SP:Iteration 22Q (118487.560000 sec): 3 clusters
  Score: Raw -1518198.576888 + Penalty 3110.761844 = -1515087.815044
  nChanged 271
		SP:Iteration 23Q (118487.780000 sec): 3 clusters
  Score: Raw -1518275.272410 + Penalty 3110.761844 = -1515164.510565
  nChanged 248
		SP:Iteration 24Q (118488.030000 sec): 3 clusters
  Score: Raw -1518342.908175 + Penalty 3110.761844 = -1515232.146331
  nChanged 256
		SP:Iteration 25Q (118488.270000 sec): 3 clusters
  Score: Raw -1518419.065409 + Penalty 3110.761844 = -1515308.303564
  nChanged 246
		SP:Iteration 26Q (118488.560000 sec): 3 clusters
  Score: Raw -1518494.626756 + Penalty 3110.761844 = -1515383.864912
  nChanged 251
		SP:Iteration 27Q (118488.790000 sec): 3 clusters
  Score: Raw -1518570.225500 + Penalty 3110.761844 = -1515459.463655
  nChanged 245
		SP:Iteration 28Q (118489.050000 sec): 3 clusters
  Score: Raw -1518643.197367 + Penalty 3110.761844 = -1515532.435523
  nChanged 237
		SP:Iteration 29Q (118489.340000 sec): 3 clusters
  Score: Raw -1518706.978348 + Penalty 3110.761844 = -1515596.216504
  nChanged 207
		SP:Iteration 30Q (118489.620000 sec): 3 clusters
  Score: Raw -1518762.973487 + Penalty 3110.761844 = -1515652.211643
  nChanged 209
		SP:Iteration 31Q (118489.820000 sec): 3 clusters
  Score: Raw -1518814.722859 + Penalty 3110.761844 = -1515703.961015
  nChanged 181
		SP:Iteration 32Q (118490.060000 sec): 3 clusters
  Score: Raw -1518859.455067 + Penalty 3110.761844 = -1515748.693223
  nChanged 189
		SP:Iteration 33Q (118490.320000 sec): 3 clusters
  Score: Raw -1518905.089327 + Penalty 3110.761844 = -1515794.327482
  nChanged 171
		SP:Iteration 34Q (118490.560000 sec): 3 clusters
  Score: Raw -1518946.073994 + Penalty 3110.761844 = -1515835.312150
  nChanged 168
		SP:Iteration 35Q (118490.870000 sec): 3 clusters
  Score: Raw -1518985.814525 + Penalty 3110.761844 = -1515875.052681
  nChanged 161
		SP:Iteration 36Q (118491.120000 sec): 3 clusters
  Score: Raw -1519025.280984 + Penalty 3110.761844 = -1515914.519140
  nChanged 153
		SP:Iteration 37Q (118491.430000 sec): 3 clusters
  Score: Raw -1519059.443036 + Penalty 3110.761844 = -1515948.681191
  nChanged 139
		SP:Iteration 38Q (118491.680000 sec): 3 clusters
  Score: Raw -1519090.634473 + Penalty 3110.761844 = -1515979.872629
  nChanged 125
		SP:Iteration 39Q (118491.880000 sec): 3 clusters
  Score: Raw -1519120.913266 + Penalty 3110.761844 = -1516010.151422
  nChanged 134
		SP:Iteration 40F (118492.100000 sec): 3 clusters
  Score: Raw -1519154.310225 + Penalty 3110.761844 = -1516043.548381
  nChanged 122
		SP:Iteration 41Q (118492.360000 sec): 3 clusters
  Score: Raw -1519183.211439 + Penalty 3110.761844 = -1516072.449595
  nChanged 114
		SP:Iteration 42Q (118492.570000 sec): 3 clusters
  Score: Raw -1519214.737767 + Penalty 3110.761844 = -1516103.975923
  nChanged 118
		SP:Iteration 43Q (118492.850000 sec): 3 clusters
  Score: Raw -1519248.538436 + Penalty 3110.761844 = -1516137.776592
  nChanged 113
		SP:Iteration 44Q (118493.050000 sec): 3 clusters
  Score: Raw -1519276.039549 + Penalty 3110.761844 = -1516165.277705
  nChanged 100
		SP:Iteration 45Q (118493.320000 sec): 3 clusters
  Score: Raw -1519299.337014 + Penalty 3110.761844 = -1516188.575170
  nChanged 89
		SP:Iteration 46Q (118493.560000 sec): 3 clusters
  Score: Raw -1519320.910289 + Penalty 3110.761844 = -1516210.148445
  nChanged 76
		SP:Iteration 47Q (118493.810000 sec): 3 clusters
  Score: Raw -1519338.880389 + Penalty 3110.761844 = -1516228.118545
  nChanged 77
		SP:Iteration 48Q (118494.060000 sec): 3 clusters
  Score: Raw -1519358.481523 + Penalty 3110.761844 = -1516247.719679
  nChanged 79
		SP:Iteration 49Q (118494.270000 sec): 3 clusters
  Score: Raw -1519379.503905 + Penalty 3110.761844 = -1516268.742061
  nChanged 73
		SP:Iteration 50Q (118494.500000 sec): 3 clusters
  Score: Raw -1519400.613414 + Penalty 3110.761844 = -1516289.851570
  nChanged 78
		SP:Iteration 51Q (118494.730000 sec): 3 clusters
  Score: Raw -1519421.377188 + Penalty 3110.761844 = -1516310.615344
  nChanged 67
		SP:Iteration 52Q (118494.940000 sec): 3 clusters
  Score: Raw -1519438.112446 + Penalty 3110.761844 = -1516327.350602
  nChanged 55
		SP:Iteration 53Q (118495.170000 sec): 3 clusters
  Score: Raw -1519451.297312 + Penalty 3110.761844 = -1516340.535468
  nChanged 44
		SP:Iteration 54Q (118495.430000 sec): 3 clusters
  Score: Raw -1519461.193676 + Penalty 3110.761844 = -1516350.431832
  nChanged 41
		SP:Iteration 55Q (118495.650000 sec): 3 clusters
  Score: Raw -1519471.739159 + Penalty 3110.761844 = -1516360.977315
  nChanged 33
		SP:Iteration 56Q (118495.900000 sec): 3 clusters
  Score: Raw -1519478.817842 + Penalty 3110.761844 = -1516368.055998
  nChanged 30
		SP:Iteration 57Q (118496.100000 sec): 3 clusters
  Score: Raw -1519484.790372 + Penalty 3110.761844 = -1516374.028528
  nChanged 24
		SP:Iteration 58Q (118496.340000 sec): 3 clusters
  Score: Raw -1519489.643846 + Penalty 3110.761844 = -1516378.882002
  nChanged 23
		SP:Iteration 59Q (118496.580000 sec): 3 clusters
  Score: Raw -1519493.139382 + Penalty 3110.761844 = -1516382.377538
  nChanged 15
		SP:Iteration 60F (118496.810000 sec): 3 clusters
  Score: Raw -1519495.603228 + Penalty 3110.761844 = -1516384.841384
  nChanged 15
		SP:Iteration 61Q (118497.080000 sec): 3 clusters
  Score: Raw -1519498.711382 + Penalty 3110.761844 = -1516387.949538
  nChanged 15
		SP:Iteration 62Q (118497.340000 sec): 3 clusters
  Score: Raw -1519501.832630 + Penalty 3110.761844 = -1516391.070786
  nChanged 14
		SP:Iteration 63Q (118497.620000 sec): 3 clusters
  Score: Raw -1519505.068196 + Penalty 3110.761844 = -1516394.306352
  nChanged 11
		SP:Iteration 64Q (118497.840000 sec): 3 clusters
  Score: Raw -1519507.224605 + Penalty 3110.761844 = -1516396.462761
  nChanged 11
		SP:Iteration 65Q (118498.120000 sec): 3 clusters
  Score: Raw -1519509.453173 + Penalty 3110.761844 = -1516398.691329
  nChanged 15
		SP:Iteration 66Q (118498.380000 sec): 3 clusters
  Score: Raw -1519513.465745 + Penalty 3110.761844 = -1516402.703901
  nChanged 20
		SP:Iteration 67Q (118498.640000 sec): 3 clusters
  Score: Raw -1519519.923226 + Penalty 3110.761844 = -1516409.161382
  nChanged 26
		SP:Iteration 68Q (118498.910000 sec): 3 clusters
  Score: Raw -1519526.518377 + Penalty 3110.761844 = -1516415.756533
  nChanged 21
		SP:Iteration 69Q (118499.140000 sec): 3 clusters
  Score: Raw -1519532.634062 + Penalty 3110.761844 = -1516421.872218
  nChanged 30
		SP:Iteration 70Q (118499.420000 sec): 3 clusters
  Score: Raw -1519540.707991 + Penalty 3110.761844 = -1516429.946147
  nChanged 26
		SP:Iteration 71Q (118499.660000 sec): 3 clusters
  Score: Raw -1519545.634253 + Penalty 3110.761844 = -1516434.872409
  nChanged 21
		SP:Iteration 72Q (118499.880000 sec): 3 clusters
  Score: Raw -1519550.640377 + Penalty 3110.761844 = -1516439.878532
  nChanged 23
		SP:Iteration 73Q (118500.170000 sec): 3 clusters
  Score: Raw -1519555.080161 + Penalty 3110.761844 = -1516444.318317
  nChanged 15
		SP:Iteration 74Q (118500.400000 sec): 3 clusters
  Score: Raw -1519558.539976 + Penalty 3110.761844 = -1516447.778131
  nChanged 17
		SP:Iteration 75Q (118500.660000 sec): 3 clusters
  Score: Raw -1519562.157976 + Penalty 3110.761844 = -1516451.396132
  nChanged 16
		SP:Iteration 76Q (118500.930000 sec): 3 clusters
  Score: Raw -1519565.543178 + Penalty 3110.761844 = -1516454.781333
  nChanged 17
		SP:Iteration 77Q (118501.130000 sec): 3 clusters
  Score: Raw -1519569.335636 + Penalty 3110.761844 = -1516458.573792
  nChanged 11
		SP:Iteration 78Q (118501.400000 sec): 3 clusters
  Score: Raw -1519571.593632 + Penalty 3110.761844 = -1516460.831788
  nChanged 8
		SP:Iteration 79Q (118501.640000 sec): 3 clusters
  Score: Raw -1519573.144193 + Penalty 3110.761844 = -1516462.382349
  nChanged 9
		SP:Iteration 80F (118501.880000 sec): 3 clusters
  Score: Raw -1519574.769933 + Penalty 3110.761844 = -1516464.008089
  nChanged 7
		SP:Iteration 81Q (118502.180000 sec): 3 clusters
  Score: Raw -1519576.225388 + Penalty 3110.761844 = -1516465.463544
  nChanged 9
		SP:Iteration 82Q (118502.430000 sec): 3 clusters
  Score: Raw -1519578.509602 + Penalty 3110.761844 = -1516467.747758
  nChanged 11
		SP:Iteration 83Q (118502.640000 sec): 3 clusters
  Score: Raw -1519580.791661 + Penalty 3110.761844 = -1516470.029817
  nChanged 10
		SP:Iteration 84Q (118502.880000 sec): 3 clusters
  Score: Raw -1519583.107546 + Penalty 3110.761844 = -1516472.345702
  nChanged 10
		SP:Iteration 85Q (118503.150000 sec): 3 clusters
  Score: Raw -1519585.146086 + Penalty 3110.761844 = -1516474.384242
  nChanged 11
		SP:Iteration 86Q (118503.370000 sec): 3 clusters
  Score: Raw -1519587.398456 + Penalty 3110.761844 = -1516476.636612
  nChanged 7
		SP:Iteration 87Q (118503.640000 sec): 3 clusters
  Score: Raw -1519588.895979 + Penalty 3110.761844 = -1516478.134135
  nChanged 12
		SP:Iteration 88Q (118503.860000 sec): 3 clusters
  Score: Raw -1519591.454422 + Penalty 3110.761844 = -1516480.692578
  nChanged 15
		SP:Iteration 89Q (118504.100000 sec): 3 clusters
  Score: Raw -1519594.798016 + Penalty 3110.761844 = -1516484.036172
  nChanged 13
		SP:Iteration 90Q (118504.380000 sec): 3 clusters
  Score: Raw -1519597.953191 + Penalty 3110.761844 = -1516487.191347
  nChanged 13
		SP:Iteration 91Q (118504.560000 sec): 3 clusters
  Score: Raw -1519600.515520 + Penalty 3110.761844 = -1516489.753676
  nChanged 5
		SP:Iteration 92Q (118504.760000 sec): 3 clusters
  Score: Raw -1519601.455158 + Penalty 3110.761844 = -1516490.693314
  nChanged 5
		SP:Iteration 93Q (118505.010000 sec): 3 clusters
  Score: Raw -1519602.376794 + Penalty 3110.761844 = -1516491.614950
  nChanged 4
		SP:Iteration 94Q (118505.190000 sec): 3 clusters
  Score: Raw -1519603.104939 + Penalty 3110.761844 = -1516492.343094
  nChanged 4
		SP:Iteration 95Q (118505.400000 sec): 3 clusters
  Score: Raw -1519604.112379 + Penalty 3110.761844 = -1516493.350535
  nChanged 4
		SP:Iteration 96Q (118505.620000 sec): 3 clusters
  Score: Raw -1519605.330173 + Penalty 3110.761844 = -1516494.568329
  nChanged 10
		SP:Iteration 97Q (118505.850000 sec): 3 clusters
  Score: Raw -1519607.940013 + Penalty 3110.761844 = -1516497.178169
  nChanged 4
		SP:Iteration 98Q (118506.080000 sec): 3 clusters
  Score: Raw -1519608.569860 + Penalty 3110.761844 = -1516497.808016
  nChanged 3
		SP:Iteration 99Q (118506.330000 sec): 3 clusters
  Score: Raw -1519609.204382 + Penalty 3110.761844 = -1516498.442538
  nChanged 5
		SP:Iteration 100F (118506.590000 sec): 3 clusters
  Score: Raw -1519610.105345 + Penalty 3110.761844 = -1516499.343501
  nChanged 5
		SP:Iteration 101Q (118506.820000 sec): 3 clusters
  Score: Raw -1519611.006592 + Penalty 3110.761844 = -1516500.244748
  nChanged 4
		SP:Iteration 102Q (118507.030000 sec): 3 clusters
  Score: Raw -1519612.035588 + Penalty 3110.761844 = -1516501.273744
  nChanged 7
		SP:Iteration 103Q (118507.300000 sec): 3 clusters
  Score: Raw -1519613.042237 + Penalty 3110.761844 = -1516502.280393
  nChanged 5
		SP:Iteration 104Q (118507.510000 sec): 3 clusters
  Score: Raw -1519614.027284 + Penalty 3110.761844 = -1516503.265440
  nChanged 7
		SP:Iteration 105Q (118507.770000 sec): 3 clusters
  Score: Raw -1519615.528530 + Penalty 3110.761844 = -1516504.766685
  nChanged 9
		SP:Iteration 106Q (118508.000000 sec): 3 clusters
  Score: Raw -1519617.844717 + Penalty 3110.761844 = -1516507.082873
  nChanged 7
		SP:Iteration 107Q (118508.250000 sec): 3 clusters
  Score: Raw -1519619.695254 + Penalty 3110.761844 = -1516508.933409
  nChanged 10
		SP:Iteration 108Q (118508.470000 sec): 3 clusters
  Score: Raw -1519621.624299 + Penalty 3110.761844 = -1516510.862454
  nChanged 12
		SP:Iteration 109Q (118508.700000 sec): 3 clusters
  Score: Raw -1519624.994063 + Penalty 3110.761844 = -1516514.232218
  nChanged 10
		SP:Iteration 110Q (118508.930000 sec): 3 clusters
  Score: Raw -1519627.343148 + Penalty 3110.761844 = -1516516.581304
  nChanged 15
		SP:Iteration 111Q (118509.150000 sec): 3 clusters
  Score: Raw -1519631.259414 + Penalty 3110.761844 = -1516520.497570
  nChanged 12
		SP:Iteration 112Q (118509.410000 sec): 3 clusters
  Score: Raw -1519635.123580 + Penalty 3110.761844 = -1516524.361736
  nChanged 12
		SP:Iteration 113Q (118509.650000 sec): 3 clusters
  Score: Raw -1519638.338299 + Penalty 3110.761844 = -1516527.576455
  nChanged 9
		SP:Iteration 114Q (118509.850000 sec): 3 clusters
  Score: Raw -1519640.392769 + Penalty 3110.761844 = -1516529.630925
  nChanged 9
		SP:Iteration 115Q (118510.030000 sec): 3 clusters
  Score: Raw -1519642.726712 + Penalty 3110.761844 = -1516531.964868
  nChanged 9
		SP:Iteration 116Q (118510.280000 sec): 3 clusters
  Score: Raw -1519645.850257 + Penalty 3110.761844 = -1516535.088413
  nChanged 12
		SP:Iteration 117Q (118510.500000 sec): 3 clusters
  Score: Raw -1519648.998077 + Penalty 3110.761844 = -1516538.236233
  nChanged 13
		SP:Iteration 118Q (118510.730000 sec): 3 clusters
  Score: Raw -1519652.332108 + Penalty 3110.761844 = -1516541.570264
  nChanged 7
		SP:Iteration 119Q (118511.000000 sec): 3 clusters
  Score: Raw -1519653.999309 + Penalty 3110.761844 = -1516543.237465
  nChanged 6
		SP:Iteration 120F (118511.200000 sec): 3 clusters
  Score: Raw -1519655.270661 + Penalty 3110.761844 = -1516544.508816
  nChanged 6
		SP:Iteration 121Q (118511.450000 sec): 3 clusters
  Score: Raw -1519656.413996 + Penalty 3110.761844 = -1516545.652152
  nChanged 1
		SP:Iteration 122Q (118511.720000 sec): 3 clusters
  Score: Raw -1519656.623057 + Penalty 3110.761844 = -1516545.861213
  nChanged 1
		SP:Iteration 123Q (118511.950000 sec): 3 clusters
  Score: Raw -1519656.788647 + Penalty 3110.761844 = -1516546.026803
  nChanged 1
		SP:Iteration 124Q (118512.190000 sec): 3 clusters
  Score: Raw -1519656.927258 + Penalty 3110.761844 = -1516546.165414
  nChanged 1
		SP:Iteration 125Q (118512.430000 sec): 3 clusters
  Score: Raw -1519657.041833 + Penalty 3110.761844 = -1516546.279989
  nChanged 0
		SP:Iteration 126F (118512.660000 sec): 3 clusters
  Score: Raw -1519657.041833 + Penalty 3110.761844 = -1516546.279989
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (17626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118512.870000 sec): 2 clusters
  Score: Raw -1958934.032742 + Penalty 1588.783684 = -1957345.249058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118513.100000 sec): 3 clusters
  Score: Raw -1948312.305958 + Penalty 3177.567368 = -1945134.738590
  nChanged 7930
		SP:Iteration 1F (118513.340000 sec): 3 clusters
  Score: Raw -1952608.337066 + Penalty 3177.567368 = -1949430.769698
  nChanged 837
		SP:Iteration 2Q (118513.630000 sec): 3 clusters
  Score: Raw -1952873.170853 + Penalty 3177.567368 = -1949695.603485
  nChanged 715
		SP:Iteration 3Q (118513.850000 sec): 3 clusters
  Score: Raw -1953092.438238 + Penalty 3177.567368 = -1949914.870870
  nChanged 633
		SP:Iteration 4Q (118514.120000 sec): 3 clusters
  Score: Raw -1953289.326608 + Penalty 3177.567368 = -1950111.759240
  nChanged 600
		SP:Iteration 5Q (118514.360000 sec): 3 clusters
  Score: Raw -1953498.118634 + Penalty 3177.567368 = -1950320.551266
  nChanged 659
		SP:Iteration 6Q (118514.570000 sec): 3 clusters
  Score: Raw -1953765.824791 + Penalty 3177.567368 = -1950588.257423
  nChanged 726
		SP:Iteration 7Q (118514.840000 sec): 3 clusters
  Score: Raw -1954116.797701 + Penalty 3177.567368 = -1950939.230333
  nChanged 822
		SP:Iteration 8Q (118515.100000 sec): 3 clusters
  Score: Raw -1954611.989537 + Penalty 3177.567368 = -1951434.422169
  nChanged 939
		SP:Iteration 9F (118515.360000 sec): 3 clusters
  Score: Raw -1955291.089710 + Penalty 3177.567368 = -1952113.522342
  nChanged 983
		SP:Iteration 10F (118515.580000 sec): 3 clusters
  Score: Raw -1956074.284758 + Penalty 3177.567368 = -1952896.717390
  nChanged 936
		SP:Iteration 11F (118515.830000 sec): 3 clusters
  Score: Raw -1956862.518265 + Penalty 3177.567368 = -1953684.950897
  nChanged 787
		SP:Iteration 12Q (118516.060000 sec): 3 clusters
  Score: Raw -1957528.376955 + Penalty 3177.567368 = -1954350.809587
  nChanged 596
		SP:Iteration 13Q (118516.280000 sec): 3 clusters
  Score: Raw -1958035.688120 + Penalty 3177.567368 = -1954858.120752
  nChanged 413
		SP:Iteration 14Q (118516.520000 sec): 3 clusters
  Score: Raw -1958378.892061 + Penalty 3177.567368 = -1955201.324693
  nChanged 286
		SP:Iteration 15Q (118516.760000 sec): 3 clusters
  Score: Raw -1958612.414260 + Penalty 3177.567368 = -1955434.846891
  nChanged 188
		SP:Iteration 16Q (118516.980000 sec): 3 clusters
  Score: Raw -1958771.199805 + Penalty 3177.567368 = -1955593.632436
  nChanged 138
		SP:Iteration 17Q (118517.290000 sec): 3 clusters
  Score: Raw -1958892.650310 + Penalty 3177.567368 = -1955715.082942
  nChanged 87
		SP:Iteration 18Q (118517.530000 sec): 3 clusters
  Score: Raw -1958970.088333 + Penalty 3177.567368 = -1955792.520964
  nChanged 51
		SP:Iteration 19Q (118517.770000 sec): 3 clusters
  Score: Raw -1959018.649074 + Penalty 3177.567368 = -1955841.081706
  nChanged 26
		SP:Iteration 20F (118518.040000 sec): 3 clusters
  Score: Raw -1959043.702741 + Penalty 3177.567368 = -1955866.135372
  nChanged 18
		SP:Iteration 21Q (118518.260000 sec): 3 clusters
  Score: Raw -1959066.818146 + Penalty 3177.567368 = -1955889.250777
  nChanged 17
		SP:Iteration 22Q (118518.510000 sec): 3 clusters
  Score: Raw -1959086.314129 + Penalty 3177.567368 = -1955908.746761
  nChanged 13
		SP:Iteration 23Q (118518.750000 sec): 3 clusters
  Score: Raw -1959102.599869 + Penalty 3177.567368 = -1955925.032501
  nChanged 11
		SP:Iteration 24Q (118518.970000 sec): 3 clusters
  Score: Raw -1959113.752614 + Penalty 3177.567368 = -1955936.185246
  nChanged 9
		SP:Iteration 25Q (118519.240000 sec): 3 clusters
  Score: Raw -1959124.053164 + Penalty 3177.567368 = -1955946.485796
  nChanged 10
		SP:Iteration 26Q (118519.470000 sec): 3 clusters
  Score: Raw -1959137.217634 + Penalty 3177.567368 = -1955959.650266
  nChanged 9
		SP:Iteration 27Q (118519.690000 sec): 3 clusters
  Score: Raw -1959145.534236 + Penalty 3177.567368 = -1955967.966868
  nChanged 4
		SP:Iteration 28Q (118519.900000 sec): 3 clusters
  Score: Raw -1959151.133707 + Penalty 3177.567368 = -1955973.566339
  nChanged 3
		SP:Iteration 29Q (118520.170000 sec): 3 clusters
  Score: Raw -1959154.000530 + Penalty 3177.567368 = -1955976.433162
  nChanged 2
		SP:Iteration 30Q (118520.380000 sec): 3 clusters
  Score: Raw -1959157.337236 + Penalty 3177.567368 = -1955979.769868
  nChanged 1
		SP:Iteration 31Q (118520.640000 sec): 3 clusters
  Score: Raw -1959160.740953 + Penalty 3177.567368 = -1955983.173585
  nChanged 3
		SP:Iteration 32Q (118520.900000 sec): 3 clusters
  Score: Raw -1959163.981834 + Penalty 3177.567368 = -1955986.414466
  nChanged 2
		SP:Iteration 33Q (118521.100000 sec): 3 clusters
  Score: Raw -1959166.251872 + Penalty 3177.567368 = -1955988.684504
  nChanged 3
		SP:Iteration 34Q (118521.350000 sec): 3 clusters
  Score: Raw -1959170.519189 + Penalty 3177.567368 = -1955992.951821
  nChanged 2
		SP:Iteration 35Q (118521.610000 sec): 3 clusters
  Score: Raw -1959172.042650 + Penalty 3177.567368 = -1955994.475281
  nChanged 1
		SP:Iteration 36Q (118521.860000 sec): 3 clusters
  Score: Raw -1959172.173286 + Penalty 3177.567368 = -1955994.605918
  nChanged 0
		SP:Iteration 37F (118522.090000 sec): 3 clusters
  Score: Raw -1959172.173286 + Penalty 3177.567368 = -1955994.605918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (3924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118522.220000 sec): 2 clusters
  Score: Raw -377426.928383 + Penalty 1344.665858 = -376082.262525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118522.390000 sec): 3 clusters
  Score: Raw -375452.630111 + Penalty 2689.331717 = -372763.298394
  nChanged 1534
		SP:Iteration 1F (118522.600000 sec): 3 clusters
  Score: Raw -376354.638408 + Penalty 2689.331717 = -373665.306691
  nChanged 341
		SP:Iteration 2F (118522.740000 sec): 3 clusters
  Score: Raw -376612.732035 + Penalty 2689.331717 = -373923.400318
  nChanged 262
		SP:Iteration 3F (118522.910000 sec): 3 clusters
  Score: Raw -376834.594404 + Penalty 2689.331717 = -374145.262687
  nChanged 231
		SP:Iteration 4F (118523.090000 sec): 3 clusters
  Score: Raw -377007.919924 + Penalty 2689.331717 = -374318.588207
  nChanged 198
		SP:Iteration 5F (118523.290000 sec): 3 clusters
  Score: Raw -377166.934201 + Penalty 2689.331717 = -374477.602484
  nChanged 194
		SP:Iteration 6Q (118523.440000 sec): 3 clusters
  Score: Raw -377351.242309 + Penalty 2689.331717 = -374661.910592
  nChanged 182
		SP:Iteration 7Q (118523.640000 sec): 3 clusters
  Score: Raw -377536.478543 + Penalty 2689.331717 = -374847.146827
  nChanged 161
		SP:Iteration 8Q (118523.810000 sec): 3 clusters
  Score: Raw -377741.284206 + Penalty 2689.331717 = -375051.952489
  nChanged 155
		SP:Iteration 9Q (118523.990000 sec): 3 clusters
  Score: Raw -377879.420934 + Penalty 2689.331717 = -375190.089217
  nChanged 125
		SP:Iteration 10Q (118524.200000 sec): 3 clusters
  Score: Raw -377971.840903 + Penalty 2689.331717 = -375282.509187
  nChanged 91
		SP:Iteration 11Q (118524.410000 sec): 3 clusters
  Score: Raw -378025.935792 + Penalty 2689.331717 = -375336.604076
  nChanged 81
		SP:Iteration 12Q (118524.640000 sec): 3 clusters
  Score: Raw -378075.714671 + Penalty 2689.331717 = -375386.382954
  nChanged 77
		SP:Iteration 13Q (118524.770000 sec): 3 clusters
  Score: Raw -378118.680319 + Penalty 2689.331717 = -375429.348603
  nChanged 53
		SP:Iteration 14Q (118524.990000 sec): 3 clusters
  Score: Raw -378149.216902 + Penalty 2689.331717 = -375459.885185
  nChanged 40
		SP:Iteration 15Q (118525.170000 sec): 3 clusters
  Score: Raw -378169.938733 + Penalty 2689.331717 = -375480.607016
  nChanged 33
		SP:Iteration 16Q (118525.330000 sec): 3 clusters
  Score: Raw -378185.850796 + Penalty 2689.331717 = -375496.519080
  nChanged 32
		SP:Iteration 17Q (118525.510000 sec): 3 clusters
  Score: Raw -378199.747648 + Penalty 2689.331717 = -375510.415931
  nChanged 25
		SP:Iteration 18Q (118525.690000 sec): 3 clusters
  Score: Raw -378208.603108 + Penalty 2689.331717 = -375519.271391
  nChanged 20
		SP:Iteration 19Q (118525.870000 sec): 3 clusters
  Score: Raw -378216.580692 + Penalty 2689.331717 = -375527.248976
  nChanged 23
		SP:Iteration 20F (118526.050000 sec): 3 clusters
  Score: Raw -378226.190357 + Penalty 2689.331717 = -375536.858640
  nChanged 29
		SP:Iteration 21Q (118526.270000 sec): 3 clusters
  Score: Raw -378242.488269 + Penalty 2689.331717 = -375553.156552
  nChanged 22
		SP:Iteration 22Q (118526.420000 sec): 3 clusters
  Score: Raw -378253.078363 + Penalty 2689.331717 = -375563.746647
  nChanged 17
		SP:Iteration 23Q (118526.590000 sec): 3 clusters
  Score: Raw -378261.496922 + Penalty 2689.331717 = -375572.165205
  nChanged 23
		SP:Iteration 24Q (118526.750000 sec): 3 clusters
  Score: Raw -378277.104687 + Penalty 2689.331717 = -375587.772970
  nChanged 28
		SP:Iteration 25Q (118526.970000 sec): 3 clusters
  Score: Raw -378293.116666 + Penalty 2689.331717 = -375603.784950
  nChanged 24
		SP:Iteration 26Q (118527.130000 sec): 3 clusters
  Score: Raw -378303.556472 + Penalty 2689.331717 = -375614.224755
  nChanged 21
		SP:Iteration 27Q (118527.330000 sec): 3 clusters
  Score: Raw -378312.942043 + Penalty 2689.331717 = -375623.610326
  nChanged 19
		SP:Iteration 28Q (118527.530000 sec): 3 clusters
  Score: Raw -378319.157140 + Penalty 2689.331717 = -375629.825423
  nChanged 7
		SP:Iteration 29Q (118527.730000 sec): 3 clusters
  Score: Raw -378320.594454 + Penalty 2689.331717 = -375631.262738
  nChanged 9
		SP:Iteration 30Q (118527.900000 sec): 3 clusters
  Score: Raw -378323.363116 + Penalty 2689.331717 = -375634.031399
  nChanged 8
		SP:Iteration 31Q (118528.080000 sec): 3 clusters
  Score: Raw -378325.524629 + Penalty 2689.331717 = -375636.192912
  nChanged 6
		SP:Iteration 32Q (118528.310000 sec): 3 clusters
  Score: Raw -378326.933716 + Penalty 2689.331717 = -375637.601999
  nChanged 4
		SP:Iteration 33Q (118528.520000 sec): 3 clusters
  Score: Raw -378327.953961 + Penalty 2689.331717 = -375638.622245
  nChanged 2
		SP:Iteration 34Q (118528.660000 sec): 3 clusters
  Score: Raw -378328.315545 + Penalty 2689.331717 = -375638.983829
  nChanged 3
		SP:Iteration 35Q (118528.890000 sec): 3 clusters
  Score: Raw -378328.931023 + Penalty 2689.331717 = -375639.599306
  nChanged 5
		SP:Iteration 36Q (118529.060000 sec): 3 clusters
  Score: Raw -378330.089326 + Penalty 2689.331717 = -375640.757609
  nChanged 1
		SP:Iteration 37Q (118529.230000 sec): 3 clusters
  Score: Raw -378330.266492 + Penalty 2689.331717 = -375640.934775
  nChanged 2
		SP:Iteration 38Q (118529.430000 sec): 3 clusters
  Score: Raw -378330.741818 + Penalty 2689.331717 = -375641.410101
  nChanged 1
		SP:Iteration 39Q (118529.620000 sec): 3 clusters
  Score: Raw -378330.931546 + Penalty 2689.331717 = -375641.599830
  nChanged 1
		SP:Iteration 40F (118529.770000 sec): 3 clusters
  Score: Raw -378331.065363 + Penalty 2689.331717 = -375641.733646
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118529.920000 sec): 2 clusters
  Score: Raw -1223347.045705 + Penalty 1519.631666 = -1221827.414039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118530.140000 sec): 3 clusters
  Score: Raw -1216662.631700 + Penalty 3039.263332 = -1213623.368367
  nChanged 5082
		SP:Iteration 1F (118530.400000 sec): 3 clusters
  Score: Raw -1219473.091399 + Penalty 3039.263332 = -1216433.828067
  nChanged 746
		SP:Iteration 2F (118530.580000 sec): 3 clusters
  Score: Raw -1219911.348473 + Penalty 3039.263332 = -1216872.085141
  nChanged 794
		SP:Iteration 3F (118530.820000 sec): 3 clusters
  Score: Raw -1220500.486101 + Penalty 3039.263332 = -1217461.222769
  nChanged 852
		SP:Iteration 4F (118531.020000 sec): 3 clusters
  Score: Raw -1221202.914881 + Penalty 3039.263332 = -1218163.651549
  nChanged 821
		SP:Iteration 5F (118531.260000 sec): 3 clusters
  Score: Raw -1221882.828077 + Penalty 3039.263332 = -1218843.564745
  nChanged 666
		SP:Iteration 6F (118531.460000 sec): 3 clusters
  Score: Raw -1222404.853294 + Penalty 3039.263332 = -1219365.589961
  nChanged 545
		SP:Iteration 7Q (118531.690000 sec): 3 clusters
  Score: Raw -1222801.364424 + Penalty 3039.263332 = -1219762.101092
  nChanged 431
		SP:Iteration 8Q (118531.920000 sec): 3 clusters
  Score: Raw -1223094.964265 + Penalty 3039.263332 = -1220055.700933
  nChanged 345
		SP:Iteration 9Q (118532.160000 sec): 3 clusters
  Score: Raw -1223292.958280 + Penalty 3039.263332 = -1220253.694948
  nChanged 235
		SP:Iteration 10Q (118532.420000 sec): 3 clusters
  Score: Raw -1223407.509025 + Penalty 3039.263332 = -1220368.245692
  nChanged 186
		SP:Iteration 11Q (118532.640000 sec): 3 clusters
  Score: Raw -1223476.082631 + Penalty 3039.263332 = -1220436.819299
  nChanged 141
		SP:Iteration 12Q (118532.830000 sec): 3 clusters
  Score: Raw -1223523.774070 + Penalty 3039.263332 = -1220484.510737
  nChanged 96
		SP:Iteration 13Q (118533.080000 sec): 3 clusters
  Score: Raw -1223558.136211 + Penalty 3039.263332 = -1220518.872878
  nChanged 92
		SP:Iteration 14Q (118533.300000 sec): 3 clusters
  Score: Raw -1223582.886577 + Penalty 3039.263332 = -1220543.623245
  nChanged 78
		SP:Iteration 15Q (118533.500000 sec): 3 clusters
  Score: Raw -1223600.308727 + Penalty 3039.263332 = -1220561.045394
  nChanged 43
		SP:Iteration 16Q (118533.710000 sec): 3 clusters
  Score: Raw -1223608.391149 + Penalty 3039.263332 = -1220569.127816
  nChanged 39
		SP:Iteration 17Q (118533.940000 sec): 3 clusters
  Score: Raw -1223617.932274 + Penalty 3039.263332 = -1220578.668942
  nChanged 36
		SP:Iteration 18Q (118534.140000 sec): 3 clusters
  Score: Raw -1223625.245176 + Penalty 3039.263332 = -1220585.981844
  nChanged 24
		SP:Iteration 19Q (118534.410000 sec): 3 clusters
  Score: Raw -1223629.798013 + Penalty 3039.263332 = -1220590.534681
  nChanged 19
		SP:Iteration 20F (118534.590000 sec): 3 clusters
  Score: Raw -1223633.739332 + Penalty 3039.263332 = -1220594.476000
  nChanged 18
		SP:Iteration 21Q (118534.790000 sec): 3 clusters
  Score: Raw -1223636.943289 + Penalty 3039.263332 = -1220597.679957
  nChanged 18
		SP:Iteration 22Q (118535.010000 sec): 3 clusters
  Score: Raw -1223639.648003 + Penalty 3039.263332 = -1220600.384671
  nChanged 15
		SP:Iteration 23Q (118535.260000 sec): 3 clusters
  Score: Raw -1223642.025663 + Penalty 3039.263332 = -1220602.762331
  nChanged 17
		SP:Iteration 24Q (118535.440000 sec): 3 clusters
  Score: Raw -1223644.034731 + Penalty 3039.263332 = -1220604.771399
  nChanged 16
		SP:Iteration 25Q (118535.670000 sec): 3 clusters
  Score: Raw -1223646.876591 + Penalty 3039.263332 = -1220607.613258
  nChanged 19
		SP:Iteration 26Q (118535.860000 sec): 3 clusters
  Score: Raw -1223649.654254 + Penalty 3039.263332 = -1220610.390922
  nChanged 9
		SP:Iteration 27Q (118536.100000 sec): 3 clusters
  Score: Raw -1223650.692016 + Penalty 3039.263332 = -1220611.428684
  nChanged 7
		SP:Iteration 28Q (118536.330000 sec): 3 clusters
  Score: Raw -1223651.478299 + Penalty 3039.263332 = -1220612.214967
  nChanged 10
		SP:Iteration 29Q (118536.520000 sec): 3 clusters
  Score: Raw -1223653.119840 + Penalty 3039.263332 = -1220613.856508
  nChanged 10
		SP:Iteration 30Q (118536.750000 sec): 3 clusters
  Score: Raw -1223654.153667 + Penalty 3039.263332 = -1220614.890335
  nChanged 5
		SP:Iteration 31Q (118536.950000 sec): 3 clusters
  Score: Raw -1223654.802465 + Penalty 3039.263332 = -1220615.539133
  nChanged 12
		SP:Iteration 32Q (118537.190000 sec): 3 clusters
  Score: Raw -1223656.781387 + Penalty 3039.263332 = -1220617.518054
  nChanged 11
		SP:Iteration 33Q (118537.380000 sec): 3 clusters
  Score: Raw -1223658.659204 + Penalty 3039.263332 = -1220619.395872
  nChanged 10
		SP:Iteration 34Q (118537.600000 sec): 3 clusters
  Score: Raw -1223659.814569 + Penalty 3039.263332 = -1220620.551237
  nChanged 7
		SP:Iteration 35Q (118537.790000 sec): 3 clusters
  Score: Raw -1223660.659051 + Penalty 3039.263332 = -1220621.395719
  nChanged 7
		SP:Iteration 36Q (118538.030000 sec): 3 clusters
  Score: Raw -1223661.491398 + Penalty 3039.263332 = -1220622.228066
  nChanged 3
		SP:Iteration 37Q (118538.280000 sec): 3 clusters
  Score: Raw -1223661.769205 + Penalty 3039.263332 = -1220622.505873
  nChanged 3
		SP:Iteration 38Q (118538.480000 sec): 3 clusters
  Score: Raw -1223662.116812 + Penalty 3039.263332 = -1220622.853479
  nChanged 4
		SP:Iteration 39Q (118538.710000 sec): 3 clusters
  Score: Raw -1223662.595246 + Penalty 3039.263332 = -1220623.331914
  nChanged 2
		SP:Iteration 40F (118538.930000 sec): 3 clusters
  Score: Raw -1223662.752542 + Penalty 3039.263332 = -1220623.489210
  nChanged 1
		SP:Iteration 41Q (118539.150000 sec): 3 clusters
  Score: Raw -1223662.913568 + Penalty 3039.263332 = -1220623.650236
  nChanged 1
		SP:Iteration 42Q (118539.350000 sec): 3 clusters
  Score: Raw -1223662.973966 + Penalty 3039.263332 = -1220623.710634
  nChanged 0
		SP:Iteration 43F (118539.600000 sec): 3 clusters
  Score: Raw -1223662.973966 + Penalty 3039.263332 = -1220623.710634
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118539.700000 sec): 2 clusters
  Score: Raw -498869.962762 + Penalty 1367.787174 = -497502.175589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118539.910000 sec): 3 clusters
  Score: Raw -496510.687069 + Penalty 2735.574347 = -493775.112722
  nChanged 1816
		SP:Iteration 1F (118540.060000 sec): 3 clusters
  Score: Raw -497507.565368 + Penalty 2735.574347 = -494771.991021
  nChanged 305
		SP:Iteration 2F (118540.280000 sec): 3 clusters
  Score: Raw -497674.284517 + Penalty 2735.574347 = -494938.710170
  nChanged 241
		SP:Iteration 3F (118540.430000 sec): 3 clusters
  Score: Raw -497787.229832 + Penalty 2735.574347 = -495051.655485
  nChanged 163
		SP:Iteration 4Q (118540.600000 sec): 3 clusters
  Score: Raw -497853.113394 + Penalty 2735.574347 = -495117.539047
  nChanged 125
		SP:Iteration 5Q (118540.820000 sec): 3 clusters
  Score: Raw -497899.452423 + Penalty 2735.574347 = -495163.878075
  nChanged 104
		SP:Iteration 6Q (118540.970000 sec): 3 clusters
  Score: Raw -497942.989146 + Penalty 2735.574347 = -495207.414799
  nChanged 85
		SP:Iteration 7Q (118541.160000 sec): 3 clusters
  Score: Raw -497971.913376 + Penalty 2735.574347 = -495236.339028
  nChanged 75
		SP:Iteration 8Q (118541.360000 sec): 3 clusters
  Score: Raw -497997.509907 + Penalty 2735.574347 = -495261.935559
  nChanged 77
		SP:Iteration 9Q (118541.520000 sec): 3 clusters
  Score: Raw -498024.049420 + Penalty 2735.574347 = -495288.475073
  nChanged 84
		SP:Iteration 10Q (118541.720000 sec): 3 clusters
  Score: Raw -498056.463958 + Penalty 2735.574347 = -495320.889611
  nChanged 79
		SP:Iteration 11Q (118541.900000 sec): 3 clusters
  Score: Raw -498089.215587 + Penalty 2735.574347 = -495353.641240
  nChanged 85
		SP:Iteration 12Q (118542.120000 sec): 3 clusters
  Score: Raw -498121.017247 + Penalty 2735.574347 = -495385.442900
  nChanged 78
		SP:Iteration 13Q (118542.290000 sec): 3 clusters
  Score: Raw -498154.393623 + Penalty 2735.574347 = -495418.819276
  nChanged 82
		SP:Iteration 14Q (118542.500000 sec): 3 clusters
  Score: Raw -498195.039495 + Penalty 2735.574347 = -495459.465148
  nChanged 102
		SP:Iteration 15Q (118542.680000 sec): 3 clusters
  Score: Raw -498241.456058 + Penalty 2735.574347 = -495505.881711
  nChanged 106
		SP:Iteration 16Q (118542.860000 sec): 3 clusters
  Score: Raw -498293.521229 + Penalty 2735.574347 = -495557.946882
  nChanged 102
		SP:Iteration 17Q (118543.050000 sec): 3 clusters
  Score: Raw -498349.820163 + Penalty 2735.574347 = -495614.245816
  nChanged 104
		SP:Iteration 18Q (118543.280000 sec): 3 clusters
  Score: Raw -498402.779261 + Penalty 2735.574347 = -495667.204914
  nChanged 95
		SP:Iteration 19Q (118543.440000 sec): 3 clusters
  Score: Raw -498449.572451 + Penalty 2735.574347 = -495713.998103
  nChanged 87
		SP:Iteration 20F (118543.650000 sec): 3 clusters
  Score: Raw -498501.172392 + Penalty 2735.574347 = -495765.598045
  nChanged 90
		SP:Iteration 21Q (118543.820000 sec): 3 clusters
  Score: Raw -498558.272369 + Penalty 2735.574347 = -495822.698022
  nChanged 90
		SP:Iteration 22Q (118544.050000 sec): 3 clusters
  Score: Raw -498626.783053 + Penalty 2735.574347 = -495891.208706
  nChanged 82
		SP:Iteration 23Q (118544.250000 sec): 3 clusters
  Score: Raw -498696.020424 + Penalty 2735.574347 = -495960.446077
  nChanged 80
		SP:Iteration 24Q (118544.450000 sec): 3 clusters
  Score: Raw -498769.883685 + Penalty 2735.574347 = -496034.309338
  nChanged 82
		SP:Iteration 25Q (118544.570000 sec): 3 clusters
  Score: Raw -498840.557147 + Penalty 2735.574347 = -496104.982800
  nChanged 60
		SP:Iteration 26Q (118544.770000 sec): 3 clusters
  Score: Raw -498908.162182 + Penalty 2735.574347 = -496172.587835
  nChanged 51
		SP:Iteration 27Q (118544.980000 sec): 3 clusters
  Score: Raw -498958.226012 + Penalty 2735.574347 = -496222.651665
  nChanged 33
		SP:Iteration 28Q (118545.140000 sec): 3 clusters
  Score: Raw -498985.879804 + Penalty 2735.574347 = -496250.305457
  nChanged 33
		SP:Iteration 29Q (118545.310000 sec): 3 clusters
  Score: Raw -499011.880746 + Penalty 2735.574347 = -496276.306399
  nChanged 25
		SP:Iteration 30Q (118545.480000 sec): 3 clusters
  Score: Raw -499030.844293 + Penalty 2735.574347 = -496295.269946
  nChanged 19
		SP:Iteration 31Q (118545.720000 sec): 3 clusters
  Score: Raw -499046.251360 + Penalty 2735.574347 = -496310.677013
  nChanged 17
		SP:Iteration 32Q (118545.880000 sec): 3 clusters
  Score: Raw -499064.508834 + Penalty 2735.574347 = -496328.934487
  nChanged 16
		SP:Iteration 33Q (118546.050000 sec): 3 clusters
  Score: Raw -499078.534097 + Penalty 2735.574347 = -496342.959750
  nChanged 16
		SP:Iteration 34Q (118546.240000 sec): 3 clusters
  Score: Raw -499090.465929 + Penalty 2735.574347 = -496354.891582
  nChanged 16
		SP:Iteration 35Q (118546.410000 sec): 3 clusters
  Score: Raw -499102.936525 + Penalty 2735.574347 = -496367.362178
  nChanged 13
		SP:Iteration 36Q (118546.580000 sec): 3 clusters
  Score: Raw -499114.059363 + Penalty 2735.574347 = -496378.485016
  nChanged 9
		SP:Iteration 37Q (118546.770000 sec): 3 clusters
  Score: Raw -499122.205211 + Penalty 2735.574347 = -496386.630864
  nChanged 7
		SP:Iteration 38Q (118546.970000 sec): 3 clusters
  Score: Raw -499126.973767 + Penalty 2735.574347 = -496391.399420
  nChanged 3
		SP:Iteration 39Q (118547.150000 sec): 3 clusters
  Score: Raw -499128.351069 + Penalty 2735.574347 = -496392.776722
  nChanged 4
		SP:Iteration 40F (118547.360000 sec): 3 clusters
  Score: Raw -499131.419206 + Penalty 2735.574347 = -496395.844859
  nChanged 9
		SP:Iteration 41Q (118547.540000 sec): 3 clusters
  Score: Raw -499137.386720 + Penalty 2735.574347 = -496401.812373
  nChanged 5
		SP:Iteration 42Q (118547.780000 sec): 3 clusters
  Score: Raw -499140.418318 + Penalty 2735.574347 = -496404.843971
  nChanged 3
		SP:Iteration 43Q (118547.920000 sec): 3 clusters
  Score: Raw -499143.063306 + Penalty 2735.574347 = -496407.488959
  nChanged 3
		SP:Iteration 44Q (118548.120000 sec): 3 clusters
  Score: Raw -499146.409343 + Penalty 2735.574347 = -496410.834996
  nChanged 2
		SP:Iteration 45Q (118548.310000 sec): 3 clusters
  Score: Raw -499147.882710 + Penalty 2735.574347 = -496412.308363
  nChanged 2
		SP:Iteration 46Q (118548.490000 sec): 3 clusters
  Score: Raw -499149.476587 + Penalty 2735.574347 = -496413.902240
  nChanged 3
		SP:Iteration 47Q (118548.690000 sec): 3 clusters
  Score: Raw -499151.480850 + Penalty 2735.574347 = -496415.906502
  nChanged 1
		SP:Iteration 48Q (118548.820000 sec): 3 clusters
  Score: Raw -499151.737521 + Penalty 2735.574347 = -496416.163174
  nChanged 0
		SP:Iteration 49F (118549.000000 sec): 3 clusters
  Score: Raw -499151.737521 + Penalty 2735.574347 = -496416.163174
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118549.150000 sec): 2 clusters
  Score: Raw -430832.074589 + Penalty 1344.748661 = -429487.325928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118549.320000 sec): 3 clusters
  Score: Raw -428820.039552 + Penalty 2689.497322 = -426130.542231
  nChanged 1509
		SP:Iteration 1F (118549.490000 sec): 3 clusters
  Score: Raw -429605.345242 + Penalty 2689.497322 = -426915.847920
  nChanged 271
		SP:Iteration 2F (118549.640000 sec): 3 clusters
  Score: Raw -429760.543809 + Penalty 2689.497322 = -427071.046487
  nChanged 198
		SP:Iteration 3F (118549.820000 sec): 3 clusters
  Score: Raw -429870.037962 + Penalty 2689.497322 = -427180.540640
  nChanged 157
		SP:Iteration 4Q (118550.050000 sec): 3 clusters
  Score: Raw -429945.070316 + Penalty 2689.497322 = -427255.572994
  nChanged 120
		SP:Iteration 5Q (118550.190000 sec): 3 clusters
  Score: Raw -429996.189066 + Penalty 2689.497322 = -427306.691744
  nChanged 102
		SP:Iteration 6Q (118550.330000 sec): 3 clusters
  Score: Raw -430033.308423 + Penalty 2689.497322 = -427343.811101
  nChanged 65
		SP:Iteration 7Q (118550.510000 sec): 3 clusters
  Score: Raw -430056.029480 + Penalty 2689.497322 = -427366.532158
  nChanged 64
		SP:Iteration 8Q (118550.710000 sec): 3 clusters
  Score: Raw -430075.473964 + Penalty 2689.497322 = -427385.976643
  nChanged 31
		SP:Iteration 9Q (118550.870000 sec): 3 clusters
  Score: Raw -430083.917064 + Penalty 2689.497322 = -427394.419742
  nChanged 20
		SP:Iteration 10Q (118551.070000 sec): 3 clusters
  Score: Raw -430088.514834 + Penalty 2689.497322 = -427399.017512
  nChanged 15
		SP:Iteration 11Q (118551.270000 sec): 3 clusters
  Score: Raw -430092.775822 + Penalty 2689.497322 = -427403.278500
  nChanged 16
		SP:Iteration 12Q (118551.440000 sec): 3 clusters
  Score: Raw -430097.046054 + Penalty 2689.497322 = -427407.548732
  nChanged 18
		SP:Iteration 13Q (118551.630000 sec): 3 clusters
  Score: Raw -430101.299146 + Penalty 2689.497322 = -427411.801824
  nChanged 17
		SP:Iteration 14Q (118551.790000 sec): 3 clusters
  Score: Raw -430106.479794 + Penalty 2689.497322 = -427416.982472
  nChanged 20
		SP:Iteration 15Q (118552.030000 sec): 3 clusters
  Score: Raw -430111.864169 + Penalty 2689.497322 = -427422.366847
  nChanged 19
		SP:Iteration 16Q (118552.170000 sec): 3 clusters
  Score: Raw -430118.656691 + Penalty 2689.497322 = -427429.159369
  nChanged 27
		SP:Iteration 17Q (118552.390000 sec): 3 clusters
  Score: Raw -430124.728562 + Penalty 2689.497322 = -427435.231240
  nChanged 21
		SP:Iteration 18Q (118552.580000 sec): 3 clusters
  Score: Raw -430130.035685 + Penalty 2689.497322 = -427440.538363
  nChanged 26
		SP:Iteration 19Q (118552.790000 sec): 3 clusters
  Score: Raw -430136.589939 + Penalty 2689.497322 = -427447.092617
  nChanged 24
		SP:Iteration 20F (118552.940000 sec): 3 clusters
  Score: Raw -430142.346715 + Penalty 2689.497322 = -427452.849393
  nChanged 23
		SP:Iteration 21Q (118553.150000 sec): 3 clusters
  Score: Raw -430147.810528 + Penalty 2689.497322 = -427458.313207
  nChanged 20
		SP:Iteration 22Q (118553.360000 sec): 3 clusters
  Score: Raw -430152.528619 + Penalty 2689.497322 = -427463.031297
  nChanged 18
		SP:Iteration 23Q (118553.500000 sec): 3 clusters
  Score: Raw -430158.555642 + Penalty 2689.497322 = -427469.058320
  nChanged 18
		SP:Iteration 24Q (118553.730000 sec): 3 clusters
  Score: Raw -430162.214735 + Penalty 2689.497322 = -427472.717414
  nChanged 12
		SP:Iteration 25Q (118553.870000 sec): 3 clusters
  Score: Raw -430164.927652 + Penalty 2689.497322 = -427475.430330
  nChanged 10
		SP:Iteration 26Q (118554.060000 sec): 3 clusters
  Score: Raw -430167.419111 + Penalty 2689.497322 = -427477.921789
  nChanged 10
		SP:Iteration 27Q (118554.260000 sec): 3 clusters
  Score: Raw -430169.490539 + Penalty 2689.497322 = -427479.993217
  nChanged 9
		SP:Iteration 28Q (118554.390000 sec): 3 clusters
  Score: Raw -430171.493581 + Penalty 2689.497322 = -427481.996259
  nChanged 7
		SP:Iteration 29Q (118554.580000 sec): 3 clusters
  Score: Raw -430173.395233 + Penalty 2689.497322 = -427483.897911
  nChanged 9
		SP:Iteration 30Q (118554.760000 sec): 3 clusters
  Score: Raw -430175.854845 + Penalty 2689.497322 = -427486.357523
  nChanged 8
		SP:Iteration 31Q (118554.990000 sec): 3 clusters
  Score: Raw -430177.404205 + Penalty 2689.497322 = -427487.906883
  nChanged 3
		SP:Iteration 32Q (118555.180000 sec): 3 clusters
  Score: Raw -430178.006639 + Penalty 2689.497322 = -427488.509317
  nChanged 2
		SP:Iteration 33Q (118555.320000 sec): 3 clusters
  Score: Raw -430178.494424 + Penalty 2689.497322 = -427488.997102
  nChanged 3
		SP:Iteration 34Q (118555.520000 sec): 3 clusters
  Score: Raw -430179.039786 + Penalty 2689.497322 = -427489.542464
  nChanged 2
		SP:Iteration 35Q (118555.730000 sec): 3 clusters
  Score: Raw -430179.329634 + Penalty 2689.497322 = -427489.832312
  nChanged 1
		SP:Iteration 36Q (118555.930000 sec): 3 clusters
  Score: Raw -430179.505784 + Penalty 2689.497322 = -427490.008462
  nChanged 0
		SP:Iteration 37F (118556.050000 sec): 3 clusters
  Score: Raw -430179.505784 + Penalty 2689.497322 = -427490.008462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (57851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118556.380000 sec): 2 clusters
  Score: Raw -5940333.486237 + Penalty 1781.914228 = -5938551.572009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118556.810000 sec): 3 clusters
  Score: Raw -5903412.983199 + Penalty 3563.828456 = -5899849.154743
  nChanged 27154
		SP:Iteration 1F (118557.250000 sec): 3 clusters
  Score: Raw -5919256.376780 + Penalty 3563.828456 = -5915692.548324
  nChanged 2587
		SP:Iteration 2Q (118557.680000 sec): 3 clusters
  Score: Raw -5920127.248417 + Penalty 3563.828456 = -5916563.419961
  nChanged 2625
		SP:Iteration 3Q (118558.070000 sec): 3 clusters
  Score: Raw -5921091.193862 + Penalty 3563.828456 = -5917527.365406
  nChanged 2782
		SP:Iteration 4Q (118558.570000 sec): 3 clusters
  Score: Raw -5922183.324576 + Penalty 3563.828456 = -5918619.496120
  nChanged 2903
		SP:Iteration 5F (118559.050000 sec): 3 clusters
  Score: Raw -5923376.712869 + Penalty 3563.828456 = -5919812.884413
  nChanged 2926
		SP:Iteration 6F (118559.510000 sec): 3 clusters
  Score: Raw -5924676.365563 + Penalty 3563.828456 = -5921112.537107
  nChanged 2942
		SP:Iteration 7F (118560.020000 sec): 3 clusters
  Score: Raw -5926052.678395 + Penalty 3563.828456 = -5922488.849939
  nChanged 2868
		SP:Iteration 8Q (118560.500000 sec): 3 clusters
  Score: Raw -5927514.809591 + Penalty 3563.828456 = -5923950.981135
  nChanged 2892
		SP:Iteration 9Q (118560.960000 sec): 3 clusters
  Score: Raw -5929164.162248 + Penalty 3563.828456 = -5925600.333792
  nChanged 3010
		SP:Iteration 10F (118561.460000 sec): 3 clusters
  Score: Raw -5931106.871671 + Penalty 3563.828456 = -5927543.043215
  nChanged 3037
		SP:Iteration 11F (118561.950000 sec): 3 clusters
  Score: Raw -5933234.197343 + Penalty 3563.828456 = -5929670.368887
  nChanged 2822
		SP:Iteration 12Q (118562.410000 sec): 3 clusters
  Score: Raw -5935319.629973 + Penalty 3563.828456 = -5931755.801517
  nChanged 2475
		SP:Iteration 13Q (118562.840000 sec): 3 clusters
  Score: Raw -5937217.429067 + Penalty 3563.828456 = -5933653.600611
  nChanged 1921
		SP:Iteration 14Q (118563.300000 sec): 3 clusters
  Score: Raw -5938657.738245 + Penalty 3563.828456 = -5935093.909789
  nChanged 1281
		SP:Iteration 15Q (118563.730000 sec): 3 clusters
  Score: Raw -5939628.506066 + Penalty 3563.828456 = -5936064.677610
  nChanged 759
		SP:Iteration 16Q (118564.130000 sec): 3 clusters
  Score: Raw -5940180.135547 + Penalty 3563.828456 = -5936616.307091
  nChanged 448
		SP:Iteration 17Q (118564.520000 sec): 3 clusters
  Score: Raw -5940512.324288 + Penalty 3563.828456 = -5936948.495832
  nChanged 235
		SP:Iteration 18Q (118564.980000 sec): 3 clusters
  Score: Raw -5940693.499246 + Penalty 3563.828456 = -5937129.670790
  nChanged 155
		SP:Iteration 19Q (118565.380000 sec): 3 clusters
  Score: Raw -5940801.998749 + Penalty 3563.828456 = -5937238.170293
  nChanged 120
		SP:Iteration 20F (118565.890000 sec): 3 clusters
  Score: Raw -5940873.611694 + Penalty 3563.828456 = -5937309.783238
  nChanged 91
		SP:Iteration 21Q (118566.300000 sec): 3 clusters
  Score: Raw -5940923.268777 + Penalty 3563.828456 = -5937359.440321
  nChanged 79
		SP:Iteration 22Q (118566.730000 sec): 3 clusters
  Score: Raw -5940960.514629 + Penalty 3563.828456 = -5937396.686173
  nChanged 67
		SP:Iteration 23Q (118567.110000 sec): 3 clusters
  Score: Raw -5940995.171513 + Penalty 3563.828456 = -5937431.343057
  nChanged 52
		SP:Iteration 24Q (118567.490000 sec): 3 clusters
  Score: Raw -5941025.270601 + Penalty 3563.828456 = -5937461.442145
  nChanged 49
		SP:Iteration 25Q (118567.870000 sec): 3 clusters
  Score: Raw -5941049.603333 + Penalty 3563.828456 = -5937485.774877
  nChanged 33
		SP:Iteration 26Q (118568.250000 sec): 3 clusters
  Score: Raw -5941062.620443 + Penalty 3563.828456 = -5937498.791987
  nChanged 23
		SP:Iteration 27Q (118568.690000 sec): 3 clusters
  Score: Raw -5941069.681017 + Penalty 3563.828456 = -5937505.852561
  nChanged 17
		SP:Iteration 28Q (118569.080000 sec): 3 clusters
  Score: Raw -5941076.058379 + Penalty 3563.828456 = -5937512.229923
  nChanged 15
		SP:Iteration 29Q (118569.410000 sec): 3 clusters
  Score: Raw -5941083.329984 + Penalty 3563.828456 = -5937519.501528
  nChanged 9
		SP:Iteration 30Q (118569.790000 sec): 3 clusters
  Score: Raw -5941086.531132 + Penalty 3563.828456 = -5937522.702676
  nChanged 5
		SP:Iteration 31Q (118570.210000 sec): 3 clusters
  Score: Raw -5941087.088471 + Penalty 3563.828456 = -5937523.260015
  nChanged 1
		SP:Iteration 32Q (118570.630000 sec): 3 clusters
  Score: Raw -5941087.147413 + Penalty 3563.828456 = -5937523.318957
  nChanged 0
		SP:Iteration 33F (118571.100000 sec): 3 clusters
  Score: Raw -5941087.147413 + Penalty 3563.828456 = -5937523.318957
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118571.200000 sec): 2 clusters
  Score: Raw -18365.310003 + Penalty 874.980448 = -17490.329555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118571.360000 sec): 3 clusters
  Score: Raw -18537.936240 + Penalty 1749.960895 = -16787.975344
  nChanged 53
		SP:Iteration 1F (118571.480000 sec): 3 clusters
  Score: Raw -18805.683991 + Penalty 1749.960895 = -17055.723096
  nChanged 13
		SP:Iteration 2F (118571.680000 sec): 3 clusters
  Score: Raw -18863.715941 + Penalty 1749.960895 = -17113.755045
  nChanged 5
		SP:Iteration 3Q (118571.850000 sec): 3 clusters
  Score: Raw -18894.544905 + Penalty 1749.960895 = -17144.584010
  nChanged 5
		SP:Iteration 4Q (118572.020000 sec): 3 clusters
  Score: Raw -18910.848105 + Penalty 1749.960895 = -17160.887210
  nChanged 4
		SP:Iteration 5Q (118572.170000 sec): 3 clusters
  Score: Raw -18921.844732 + Penalty 1749.960895 = -17171.883837
  nChanged 3
		SP:Iteration 6Q (118572.350000 sec): 3 clusters
  Score: Raw -18926.898324 + Penalty 1749.960895 = -17176.937428
  nChanged 0
		SP:Iteration 7F (118572.570000 sec): 3 clusters
  Score: Raw -18926.898324 + Penalty 1749.960895 = -17176.937428
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118572.700000 sec): 2 clusters
  Score: Raw -863696.956099 + Penalty 1466.147036 = -862230.809063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118572.920000 sec): 3 clusters
  Score: Raw -859136.183458 + Penalty 2932.294073 = -856203.889385
  nChanged 3509
		SP:Iteration 1F (118573.090000 sec): 3 clusters
  Score: Raw -861102.196820 + Penalty 2932.294073 = -858169.902747
  nChanged 588
		SP:Iteration 2F (118573.290000 sec): 3 clusters
  Score: Raw -861417.450910 + Penalty 2932.294073 = -858485.156837
  nChanged 471
		SP:Iteration 3F (118573.480000 sec): 3 clusters
  Score: Raw -861648.401504 + Penalty 2932.294073 = -858716.107431
  nChanged 390
		SP:Iteration 4Q (118573.680000 sec): 3 clusters
  Score: Raw -861820.008032 + Penalty 2932.294073 = -858887.713960
  nChanged 329
		SP:Iteration 5Q (118573.880000 sec): 3 clusters
  Score: Raw -861981.184023 + Penalty 2932.294073 = -859048.889951
  nChanged 307
		SP:Iteration 6Q (118574.070000 sec): 3 clusters
  Score: Raw -862102.501275 + Penalty 2932.294073 = -859170.207202
  nChanged 252
		SP:Iteration 7Q (118574.300000 sec): 3 clusters
  Score: Raw -862193.063145 + Penalty 2932.294073 = -859260.769072
  nChanged 215
		SP:Iteration 8Q (118574.510000 sec): 3 clusters
  Score: Raw -862270.670988 + Penalty 2932.294073 = -859338.376915
  nChanged 209
		SP:Iteration 9Q (118574.680000 sec): 3 clusters
  Score: Raw -862341.537634 + Penalty 2932.294073 = -859409.243561
  nChanged 175
		SP:Iteration 10Q (118574.870000 sec): 3 clusters
  Score: Raw -862396.197577 + Penalty 2932.294073 = -859463.903505
  nChanged 143
		SP:Iteration 11Q (118575.130000 sec): 3 clusters
  Score: Raw -862440.571580 + Penalty 2932.294073 = -859508.277507
  nChanged 141
		SP:Iteration 12Q (118575.330000 sec): 3 clusters
  Score: Raw -862481.300723 + Penalty 2932.294073 = -859549.006650
  nChanged 136
		SP:Iteration 13Q (118575.530000 sec): 3 clusters
  Score: Raw -862519.061135 + Penalty 2932.294073 = -859586.767062
  nChanged 122
		SP:Iteration 14Q (118575.770000 sec): 3 clusters
  Score: Raw -862554.144688 + Penalty 2932.294073 = -859621.850615
  nChanged 133
		SP:Iteration 15Q (118575.960000 sec): 3 clusters
  Score: Raw -862595.067957 + Penalty 2932.294073 = -859662.773884
  nChanged 129
		SP:Iteration 16Q (118576.180000 sec): 3 clusters
  Score: Raw -862639.775346 + Penalty 2932.294073 = -859707.481274
  nChanged 140
		SP:Iteration 17Q (118576.400000 sec): 3 clusters
  Score: Raw -862689.710510 + Penalty 2932.294073 = -859757.416438
  nChanged 143
		SP:Iteration 18Q (118576.600000 sec): 3 clusters
  Score: Raw -862746.115073 + Penalty 2932.294073 = -859813.821000
  nChanged 156
		SP:Iteration 19Q (118576.810000 sec): 3 clusters
  Score: Raw -862801.877697 + Penalty 2932.294073 = -859869.583624
  nChanged 164
		SP:Iteration 20F (118577.020000 sec): 3 clusters
  Score: Raw -862865.715927 + Penalty 2932.294073 = -859933.421854
  nChanged 166
		SP:Iteration 21Q (118577.230000 sec): 3 clusters
  Score: Raw -862927.672202 + Penalty 2932.294073 = -859995.378129
  nChanged 149
		SP:Iteration 22Q (118577.410000 sec): 3 clusters
  Score: Raw -862978.619784 + Penalty 2932.294073 = -860046.325711
  nChanged 137
		SP:Iteration 23Q (118577.630000 sec): 3 clusters
  Score: Raw -863022.053578 + Penalty 2932.294073 = -860089.759506
  nChanged 119
		SP:Iteration 24Q (118577.830000 sec): 3 clusters
  Score: Raw -863060.074845 + Penalty 2932.294073 = -860127.780772
  nChanged 116
		SP:Iteration 25Q (118578.020000 sec): 3 clusters
  Score: Raw -863099.115919 + Penalty 2932.294073 = -860166.821846
  nChanged 107
		SP:Iteration 26Q (118578.260000 sec): 3 clusters
  Score: Raw -863135.379088 + Penalty 2932.294073 = -860203.085015
  nChanged 100
		SP:Iteration 27Q (118578.460000 sec): 3 clusters
  Score: Raw -863169.853623 + Penalty 2932.294073 = -860237.559550
  nChanged 89
		SP:Iteration 28Q (118578.630000 sec): 3 clusters
  Score: Raw -863196.886927 + Penalty 2932.294073 = -860264.592854
  nChanged 77
		SP:Iteration 29Q (118578.880000 sec): 3 clusters
  Score: Raw -863217.478505 + Penalty 2932.294073 = -860285.184432
  nChanged 66
		SP:Iteration 30Q (118579.050000 sec): 3 clusters
  Score: Raw -863233.141273 + Penalty 2932.294073 = -860300.847200
  nChanged 63
		SP:Iteration 31Q (118579.210000 sec): 3 clusters
  Score: Raw -863247.415018 + Penalty 2932.294073 = -860315.120945
  nChanged 57
		SP:Iteration 32Q (118579.400000 sec): 3 clusters
  Score: Raw -863261.327244 + Penalty 2932.294073 = -860329.033171
  nChanged 59
		SP:Iteration 33Q (118579.610000 sec): 3 clusters
  Score: Raw -863275.832065 + Penalty 2932.294073 = -860343.537993
  nChanged 52
		SP:Iteration 34Q (118579.870000 sec): 3 clusters
  Score: Raw -863286.222085 + Penalty 2932.294073 = -860353.928012
  nChanged 45
		SP:Iteration 35Q (118580.060000 sec): 3 clusters
  Score: Raw -863296.123874 + Penalty 2932.294073 = -860363.829802
  nChanged 43
		SP:Iteration 36Q (118580.280000 sec): 3 clusters
  Score: Raw -863304.674786 + Penalty 2932.294073 = -860372.380713
  nChanged 43
		SP:Iteration 37Q (118580.490000 sec): 3 clusters
  Score: Raw -863313.872294 + Penalty 2932.294073 = -860381.578221
  nChanged 41
		SP:Iteration 38Q (118580.670000 sec): 3 clusters
  Score: Raw -863323.439715 + Penalty 2932.294073 = -860391.145642
  nChanged 42
		SP:Iteration 39Q (118580.860000 sec): 3 clusters
  Score: Raw -863331.924571 + Penalty 2932.294073 = -860399.630498
  nChanged 36
		SP:Iteration 40F (118581.080000 sec): 3 clusters
  Score: Raw -863339.997791 + Penalty 2932.294073 = -860407.703718
  nChanged 39
		SP:Iteration 41Q (118581.280000 sec): 3 clusters
  Score: Raw -863347.173991 + Penalty 2932.294073 = -860414.879918
  nChanged 36
		SP:Iteration 42Q (118581.470000 sec): 3 clusters
  Score: Raw -863354.249511 + Penalty 2932.294073 = -860421.955438
  nChanged 37
		SP:Iteration 43Q (118581.700000 sec): 3 clusters
  Score: Raw -863362.569405 + Penalty 2932.294073 = -860430.275332
  nChanged 42
		SP:Iteration 44Q (118581.880000 sec): 3 clusters
  Score: Raw -863371.543778 + Penalty 2932.294073 = -860439.249705
  nChanged 36
		SP:Iteration 45Q (118582.110000 sec): 3 clusters
  Score: Raw -863381.856218 + Penalty 2932.294073 = -860449.562146
  nChanged 37
		SP:Iteration 46Q (118582.290000 sec): 3 clusters
  Score: Raw -863390.744312 + Penalty 2932.294073 = -860458.450240
  nChanged 45
		SP:Iteration 47Q (118582.510000 sec): 3 clusters
  Score: Raw -863401.723331 + Penalty 2932.294073 = -860469.429259
  nChanged 48
		SP:Iteration 48Q (118582.730000 sec): 3 clusters
  Score: Raw -863411.084631 + Penalty 2932.294073 = -860478.790558
  nChanged 40
		SP:Iteration 49Q (118582.890000 sec): 3 clusters
  Score: Raw -863420.392492 + Penalty 2932.294073 = -860488.098419
  nChanged 41
		SP:Iteration 50Q (118583.130000 sec): 3 clusters
  Score: Raw -863428.990643 + Penalty 2932.294073 = -860496.696570
  nChanged 35
		SP:Iteration 51Q (118583.320000 sec): 3 clusters
  Score: Raw -863437.629323 + Penalty 2932.294073 = -860505.335250
  nChanged 29
		SP:Iteration 52Q (118583.530000 sec): 3 clusters
  Score: Raw -863444.713777 + Penalty 2932.294073 = -860512.419704
  nChanged 30
		SP:Iteration 53Q (118583.710000 sec): 3 clusters
  Score: Raw -863451.830079 + Penalty 2932.294073 = -860519.536006
  nChanged 25
		SP:Iteration 54Q (118583.930000 sec): 3 clusters
  Score: Raw -863456.896562 + Penalty 2932.294073 = -860524.602489
  nChanged 28
		SP:Iteration 55Q (118584.150000 sec): 3 clusters
  Score: Raw -863461.942863 + Penalty 2932.294073 = -860529.648791
  nChanged 22
		SP:Iteration 56Q (118584.350000 sec): 3 clusters
  Score: Raw -863465.703674 + Penalty 2932.294073 = -860533.409601
  nChanged 22
		SP:Iteration 57Q (118584.530000 sec): 3 clusters
  Score: Raw -863470.914652 + Penalty 2932.294073 = -860538.620579
  nChanged 22
		SP:Iteration 58Q (118584.740000 sec): 3 clusters
  Score: Raw -863475.758372 + Penalty 2932.294073 = -860543.464299
  nChanged 16
		SP:Iteration 59Q (118584.940000 sec): 3 clusters
  Score: Raw -863479.373707 + Penalty 2932.294073 = -860547.079634
  nChanged 19
		SP:Iteration 60F (118585.110000 sec): 3 clusters
  Score: Raw -863482.333114 + Penalty 2932.294073 = -860550.039041
  nChanged 13
		SP:Iteration 61Q (118585.330000 sec): 3 clusters
  Score: Raw -863484.037164 + Penalty 2932.294073 = -860551.743091
  nChanged 15
		SP:Iteration 62Q (118585.540000 sec): 3 clusters
  Score: Raw -863486.304173 + Penalty 2932.294073 = -860554.010101
  nChanged 12
		SP:Iteration 63Q (118585.760000 sec): 3 clusters
  Score: Raw -863487.886066 + Penalty 2932.294073 = -860555.591993
  nChanged 14
		SP:Iteration 64Q (118585.950000 sec): 3 clusters
  Score: Raw -863490.912922 + Penalty 2932.294073 = -860558.618850
  nChanged 13
		SP:Iteration 65Q (118586.170000 sec): 3 clusters
  Score: Raw -863493.525889 + Penalty 2932.294073 = -860561.231817
  nChanged 15
		SP:Iteration 66Q (118586.370000 sec): 3 clusters
  Score: Raw -863496.780034 + Penalty 2932.294073 = -860564.485961
  nChanged 17
		SP:Iteration 67Q (118586.670000 sec): 3 clusters
  Score: Raw -863501.377577 + Penalty 2932.294073 = -860569.083505
  nChanged 29
		SP:Iteration 68Q (118586.840000 sec): 3 clusters
  Score: Raw -863508.080771 + Penalty 2932.294073 = -860575.786699
  nChanged 22
		SP:Iteration 69Q (118587.070000 sec): 3 clusters
  Score: Raw -863512.803602 + Penalty 2932.294073 = -860580.509529
  nChanged 20
		SP:Iteration 70Q (118587.270000 sec): 3 clusters
  Score: Raw -863517.075144 + Penalty 2932.294073 = -860584.781072
  nChanged 18
		SP:Iteration 71Q (118587.480000 sec): 3 clusters
  Score: Raw -863522.213287 + Penalty 2932.294073 = -860589.919214
  nChanged 14
		SP:Iteration 72Q (118587.690000 sec): 3 clusters
  Score: Raw -863525.345006 + Penalty 2932.294073 = -860593.050933
  nChanged 12
		SP:Iteration 73Q (118587.910000 sec): 3 clusters
  Score: Raw -863528.393055 + Penalty 2932.294073 = -860596.098982
  nChanged 14
		SP:Iteration 74Q (118588.110000 sec): 3 clusters
  Score: Raw -863532.148918 + Penalty 2932.294073 = -860599.854845
  nChanged 17
		SP:Iteration 75Q (118588.280000 sec): 3 clusters
  Score: Raw -863535.507663 + Penalty 2932.294073 = -860603.213590
  nChanged 15
		SP:Iteration 76Q (118588.510000 sec): 3 clusters
  Score: Raw -863539.264709 + Penalty 2932.294073 = -860606.970636
  nChanged 18
		SP:Iteration 77Q (118588.690000 sec): 3 clusters
  Score: Raw -863543.744855 + Penalty 2932.294073 = -860611.450782
  nChanged 21
		SP:Iteration 78Q (118588.890000 sec): 3 clusters
  Score: Raw -863548.441907 + Penalty 2932.294073 = -860616.147834
  nChanged 18
		SP:Iteration 79Q (118589.080000 sec): 3 clusters
  Score: Raw -863551.719794 + Penalty 2932.294073 = -860619.425721
  nChanged 14
		SP:Iteration 80F (118589.290000 sec): 3 clusters
  Score: Raw -863555.463929 + Penalty 2932.294073 = -860623.169856
  nChanged 17
		SP:Iteration 81Q (118589.450000 sec): 3 clusters
  Score: Raw -863558.895150 + Penalty 2932.294073 = -860626.601078
  nChanged 14
		SP:Iteration 82Q (118589.650000 sec): 3 clusters
  Score: Raw -863561.987940 + Penalty 2932.294073 = -860629.693867
  nChanged 13
		SP:Iteration 83Q (118589.880000 sec): 3 clusters
  Score: Raw -863565.126105 + Penalty 2932.294073 = -860632.832032
  nChanged 16
		SP:Iteration 84Q (118590.040000 sec): 3 clusters
  Score: Raw -863568.702370 + Penalty 2932.294073 = -860636.408297
  nChanged 14
		SP:Iteration 85Q (118590.250000 sec): 3 clusters
  Score: Raw -863571.490800 + Penalty 2932.294073 = -860639.196727
  nChanged 17
		SP:Iteration 86Q (118590.550000 sec): 3 clusters
  Score: Raw -863576.136855 + Penalty 2932.294073 = -860643.842782
  nChanged 16
		SP:Iteration 87Q (118590.760000 sec): 3 clusters
  Score: Raw -863581.037814 + Penalty 2932.294073 = -860648.743742
  nChanged 24
		SP:Iteration 88Q (118591.000000 sec): 3 clusters
  Score: Raw -863587.010517 + Penalty 2932.294073 = -860654.716444
  nChanged 22
		SP:Iteration 89Q (118591.230000 sec): 3 clusters
  Score: Raw -863592.423746 + Penalty 2932.294073 = -860660.129673
  nChanged 18
		SP:Iteration 90Q (118591.430000 sec): 3 clusters
  Score: Raw -863597.271690 + Penalty 2932.294073 = -860664.977617
  nChanged 20
		SP:Iteration 91Q (118591.610000 sec): 3 clusters
  Score: Raw -863601.751202 + Penalty 2932.294073 = -860669.457129
  nChanged 18
		SP:Iteration 92Q (118591.810000 sec): 3 clusters
  Score: Raw -863606.410973 + Penalty 2932.294073 = -860674.116900
  nChanged 23
		SP:Iteration 93Q (118592.010000 sec): 3 clusters
  Score: Raw -863613.358382 + Penalty 2932.294073 = -860681.064309
  nChanged 26
		SP:Iteration 94Q (118592.240000 sec): 3 clusters
  Score: Raw -863620.105704 + Penalty 2932.294073 = -860687.811631
  nChanged 26
		SP:Iteration 95Q (118592.430000 sec): 3 clusters
  Score: Raw -863627.444651 + Penalty 2932.294073 = -860695.150578
  nChanged 18
		SP:Iteration 96Q (118592.630000 sec): 3 clusters
  Score: Raw -863634.125479 + Penalty 2932.294073 = -860701.831406
  nChanged 23
		SP:Iteration 97Q (118592.790000 sec): 3 clusters
  Score: Raw -863642.809210 + Penalty 2932.294073 = -860710.515137
  nChanged 26
		SP:Iteration 98Q (118593.010000 sec): 3 clusters
  Score: Raw -863651.038921 + Penalty 2932.294073 = -860718.744848
  nChanged 21
		SP:Iteration 99Q (118593.220000 sec): 3 clusters
  Score: Raw -863658.613770 + Penalty 2932.294073 = -860726.319697
  nChanged 18
		SP:Iteration 100F (118593.500000 sec): 3 clusters
  Score: Raw -863665.142969 + Penalty 2932.294073 = -860732.848897
  nChanged 24
		SP:Iteration 101Q (118593.690000 sec): 3 clusters
  Score: Raw -863673.386499 + Penalty 2932.294073 = -860741.092426
  nChanged 27
		SP:Iteration 102Q (118593.920000 sec): 3 clusters
  Score: Raw -863680.766003 + Penalty 2932.294073 = -860748.471930
  nChanged 22
		SP:Iteration 103Q (118594.130000 sec): 3 clusters
  Score: Raw -863689.476311 + Penalty 2932.294073 = -860757.182238
  nChanged 24
		SP:Iteration 104Q (118594.360000 sec): 3 clusters
  Score: Raw -863699.214986 + Penalty 2932.294073 = -860766.920913
  nChanged 20
		SP:Iteration 105Q (118594.560000 sec): 3 clusters
  Score: Raw -863707.495487 + Penalty 2932.294073 = -860775.201414
  nChanged 24
		SP:Iteration 106Q (118594.760000 sec): 3 clusters
  Score: Raw -863718.021588 + Penalty 2932.294073 = -860785.727515
  nChanged 34
		SP:Iteration 107Q (118594.960000 sec): 3 clusters
  Score: Raw -863732.982718 + Penalty 2932.294073 = -860800.688645
  nChanged 35
		SP:Iteration 108Q (118595.160000 sec): 3 clusters
  Score: Raw -863748.109687 + Penalty 2932.294073 = -860815.815614
  nChanged 32
		SP:Iteration 109Q (118595.360000 sec): 3 clusters
  Score: Raw -863761.166244 + Penalty 2932.294073 = -860828.872172
  nChanged 34
		SP:Iteration 110Q (118595.570000 sec): 3 clusters
  Score: Raw -863777.488880 + Penalty 2932.294073 = -860845.194808
  nChanged 30
		SP:Iteration 111Q (118595.750000 sec): 3 clusters
  Score: Raw -863788.037313 + Penalty 2932.294073 = -860855.743240
  nChanged 19
		SP:Iteration 112Q (118595.950000 sec): 3 clusters
  Score: Raw -863794.701398 + Penalty 2932.294073 = -860862.407325
  nChanged 18
		SP:Iteration 113Q (118596.140000 sec): 3 clusters
  Score: Raw -863802.495087 + Penalty 2932.294073 = -860870.201015
  nChanged 16
		SP:Iteration 114Q (118596.370000 sec): 3 clusters
  Score: Raw -863807.655286 + Penalty 2932.294073 = -860875.361213
  nChanged 13
		SP:Iteration 115Q (118596.580000 sec): 3 clusters
  Score: Raw -863811.739102 + Penalty 2932.294073 = -860879.445029
  nChanged 7
		SP:Iteration 116Q (118596.760000 sec): 3 clusters
  Score: Raw -863814.341240 + Penalty 2932.294073 = -860882.047167
  nChanged 10
		SP:Iteration 117Q (118596.990000 sec): 3 clusters
  Score: Raw -863818.409750 + Penalty 2932.294073 = -860886.115677
  nChanged 11
		SP:Iteration 118Q (118597.180000 sec): 3 clusters
  Score: Raw -863823.289739 + Penalty 2932.294073 = -860890.995666
  nChanged 10
		SP:Iteration 119Q (118597.370000 sec): 3 clusters
  Score: Raw -863826.800349 + Penalty 2932.294073 = -860894.506276
  nChanged 12
		SP:Iteration 120F (118597.570000 sec): 3 clusters
  Score: Raw -863831.195641 + Penalty 2932.294073 = -860898.901568
  nChanged 16
		SP:Iteration 121Q (118597.760000 sec): 3 clusters
  Score: Raw -863835.331447 + Penalty 2932.294073 = -860903.037374
  nChanged 14
		SP:Iteration 122Q (118597.980000 sec): 3 clusters
  Score: Raw -863839.706953 + Penalty 2932.294073 = -860907.412880
  nChanged 9
		SP:Iteration 123Q (118598.140000 sec): 3 clusters
  Score: Raw -863842.885541 + Penalty 2932.294073 = -860910.591468
  nChanged 11
		SP:Iteration 124Q (118598.350000 sec): 3 clusters
  Score: Raw -863846.796519 + Penalty 2932.294073 = -860914.502446
  nChanged 11
		SP:Iteration 125Q (118598.580000 sec): 3 clusters
  Score: Raw -863851.172931 + Penalty 2932.294073 = -860918.878859
  nChanged 13
		SP:Iteration 126Q (118598.760000 sec): 3 clusters
  Score: Raw -863856.165898 + Penalty 2932.294073 = -860923.871825
  nChanged 8
		SP:Iteration 127Q (118599.000000 sec): 3 clusters
  Score: Raw -863858.888273 + Penalty 2932.294073 = -860926.594200
  nChanged 10
		SP:Iteration 128Q (118599.130000 sec): 3 clusters
  Score: Raw -863862.226228 + Penalty 2932.294073 = -860929.932155
  nChanged 8
		SP:Iteration 129Q (118599.360000 sec): 3 clusters
  Score: Raw -863864.917021 + Penalty 2932.294073 = -860932.622948
  nChanged 8
		SP:Iteration 130Q (118599.540000 sec): 3 clusters
  Score: Raw -863869.010077 + Penalty 2932.294073 = -860936.716005
  nChanged 7
		SP:Iteration 131Q (118599.760000 sec): 3 clusters
  Score: Raw -863871.683427 + Penalty 2932.294073 = -860939.389354
  nChanged 9
		SP:Iteration 132Q (118599.940000 sec): 3 clusters
  Score: Raw -863875.011522 + Penalty 2932.294073 = -860942.717450
  nChanged 10
		SP:Iteration 133Q (118600.170000 sec): 3 clusters
  Score: Raw -863879.510870 + Penalty 2932.294073 = -860947.216797
  nChanged 11
		SP:Iteration 134Q (118600.340000 sec): 3 clusters
  Score: Raw -863884.051572 + Penalty 2932.294073 = -860951.757499
  nChanged 9
		SP:Iteration 135Q (118600.560000 sec): 3 clusters
  Score: Raw -863888.027380 + Penalty 2932.294073 = -860955.733307
  nChanged 8
		SP:Iteration 136Q (118600.760000 sec): 3 clusters
  Score: Raw -863890.997895 + Penalty 2932.294073 = -860958.703822
  nChanged 3
		SP:Iteration 137Q (118600.960000 sec): 3 clusters
  Score: Raw -863891.911665 + Penalty 2932.294073 = -860959.617592
  nChanged 2
		SP:Iteration 138Q (118601.180000 sec): 3 clusters
  Score: Raw -863892.482413 + Penalty 2932.294073 = -860960.188340
  nChanged 3
		SP:Iteration 139Q (118601.440000 sec): 3 clusters
  Score: Raw -863893.575201 + Penalty 2932.294073 = -860961.281129
  nChanged 2
		SP:Iteration 140F (118601.660000 sec): 3 clusters
  Score: Raw -863894.592590 + Penalty 2932.294073 = -860962.298517
  nChanged 4
		SP:Iteration 141Q (118601.880000 sec): 3 clusters
  Score: Raw -863895.867670 + Penalty 2932.294073 = -860963.573597
  nChanged 5
		SP:Iteration 142Q (118602.040000 sec): 3 clusters
  Score: Raw -863897.684280 + Penalty 2932.294073 = -860965.390207
  nChanged 4
		SP:Iteration 143Q (118602.270000 sec): 3 clusters
  Score: Raw -863899.460275 + Penalty 2932.294073 = -860967.166202
  nChanged 6
		SP:Iteration 144Q (118602.480000 sec): 3 clusters
  Score: Raw -863901.746391 + Penalty 2932.294073 = -860969.452319
  nChanged 3
		SP:Iteration 145Q (118602.680000 sec): 3 clusters
  Score: Raw -863902.583763 + Penalty 2932.294073 = -860970.289691
  nChanged 3
		SP:Iteration 146Q (118602.880000 sec): 3 clusters
  Score: Raw -863903.086815 + Penalty 2932.294073 = -860970.792743
  nChanged 0
		SP:Iteration 147F (118603.120000 sec): 3 clusters
  Score: Raw -863903.086815 + Penalty 2932.294073 = -860970.792743
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118603.460000 sec): 2 clusters
  Score: Raw -7762269.909592 + Penalty 1825.368933 = -7760444.540658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118603.930000 sec): 3 clusters
  Score: Raw -7713286.079774 + Penalty 3650.737867 = -7709635.341907
  nChanged 36168
		SP:Iteration 1F (118604.370000 sec): 3 clusters
  Score: Raw -7735278.782937 + Penalty 3650.737867 = -7731628.045070
  nChanged 4019
		SP:Iteration 2F (118604.900000 sec): 3 clusters
  Score: Raw -7737200.410836 + Penalty 3650.737867 = -7733549.672969
  nChanged 4546
		SP:Iteration 3F (118605.460000 sec): 3 clusters
  Score: Raw -7739535.742290 + Penalty 3650.737867 = -7735885.004423
  nChanged 4853
		SP:Iteration 4F (118606.010000 sec): 3 clusters
  Score: Raw -7742153.828175 + Penalty 3650.737867 = -7738503.090308
  nChanged 4921
		SP:Iteration 5F (118606.520000 sec): 3 clusters
  Score: Raw -7744919.595567 + Penalty 3650.737867 = -7741268.857700
  nChanged 4702
		SP:Iteration 6F (118607.060000 sec): 3 clusters
  Score: Raw -7747745.862998 + Penalty 3650.737867 = -7744095.125131
  nChanged 4503
		SP:Iteration 7F (118607.540000 sec): 3 clusters
  Score: Raw -7750730.407425 + Penalty 3650.737867 = -7747079.669558
  nChanged 4376
		SP:Iteration 8F (118608.050000 sec): 3 clusters
  Score: Raw -7754039.449022 + Penalty 3650.737867 = -7750388.711155
  nChanged 3838
		SP:Iteration 9F (118608.580000 sec): 3 clusters
  Score: Raw -7757370.198234 + Penalty 3650.737867 = -7753719.460367
  nChanged 2847
		SP:Iteration 10Q (118609.140000 sec): 3 clusters
  Score: Raw -7760150.684544 + Penalty 3650.737867 = -7756499.946677
  nChanged 1678
		SP:Iteration 11Q (118609.640000 sec): 3 clusters
  Score: Raw -7762003.154030 + Penalty 3650.737867 = -7758352.416163
  nChanged 794
		SP:Iteration 12Q (118610.130000 sec): 3 clusters
  Score: Raw -7762768.715555 + Penalty 3650.737867 = -7759117.977688
  nChanged 491
		SP:Iteration 13Q (118610.610000 sec): 3 clusters
  Score: Raw -7763100.030064 + Penalty 3650.737867 = -7759449.292197
  nChanged 344
		SP:Iteration 14Q (118611.110000 sec): 3 clusters
  Score: Raw -7763267.872889 + Penalty 3650.737867 = -7759617.135022
  nChanged 224
		SP:Iteration 15Q (118611.610000 sec): 3 clusters
  Score: Raw -7763350.933653 + Penalty 3650.737867 = -7759700.195787
  nChanged 166
		SP:Iteration 16Q (118612.130000 sec): 3 clusters
  Score: Raw -7763408.901737 + Penalty 3650.737867 = -7759758.163870
  nChanged 126
		SP:Iteration 17Q (118612.640000 sec): 3 clusters
  Score: Raw -7763446.184200 + Penalty 3650.737867 = -7759795.446334
  nChanged 92
		SP:Iteration 18Q (118613.090000 sec): 3 clusters
  Score: Raw -7763473.113057 + Penalty 3650.737867 = -7759822.375191
  nChanged 84
		SP:Iteration 19Q (118613.560000 sec): 3 clusters
  Score: Raw -7763494.761216 + Penalty 3650.737867 = -7759844.023349
  nChanged 55
		SP:Iteration 20F (118614.030000 sec): 3 clusters
  Score: Raw -7763505.830250 + Penalty 3650.737867 = -7759855.092383
  nChanged 45
		SP:Iteration 21Q (118614.450000 sec): 3 clusters
  Score: Raw -7763515.366600 + Penalty 3650.737867 = -7759864.628733
  nChanged 43
		SP:Iteration 22Q (118614.940000 sec): 3 clusters
  Score: Raw -7763523.931051 + Penalty 3650.737867 = -7759873.193184
  nChanged 32
		SP:Iteration 23Q (118615.310000 sec): 3 clusters
  Score: Raw -7763530.941076 + Penalty 3650.737867 = -7759880.203209
  nChanged 24
		SP:Iteration 24Q (118615.780000 sec): 3 clusters
  Score: Raw -7763535.272976 + Penalty 3650.737867 = -7759884.535109
  nChanged 15
		SP:Iteration 25Q (118616.310000 sec): 3 clusters
  Score: Raw -7763537.517549 + Penalty 3650.737867 = -7759886.779682
  nChanged 12
		SP:Iteration 26Q (118616.850000 sec): 3 clusters
  Score: Raw -7763539.069487 + Penalty 3650.737867 = -7759888.331621
  nChanged 6
		SP:Iteration 27Q (118617.240000 sec): 3 clusters
  Score: Raw -7763539.645907 + Penalty 3650.737867 = -7759888.908040
  nChanged 2
		SP:Iteration 28Q (118617.700000 sec): 3 clusters
  Score: Raw -7763540.065625 + Penalty 3650.737867 = -7759889.327758
  nChanged 3
		SP:Iteration 29Q (118618.120000 sec): 3 clusters
  Score: Raw -7763540.599072 + Penalty 3650.737867 = -7759889.861206
  nChanged 4
		SP:Iteration 30Q (118618.600000 sec): 3 clusters
  Score: Raw -7763541.246197 + Penalty 3650.737867 = -7759890.508330
  nChanged 1
		SP:Iteration 31Q (118619.040000 sec): 3 clusters
  Score: Raw -7763541.311524 + Penalty 3650.737867 = -7759890.573657
  nChanged 0
		SP:Iteration 32F (118619.530000 sec): 3 clusters
  Score: Raw -7763541.311524 + Penalty 3650.737867 = -7759890.573657
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118619.680000 sec): 2 clusters
  Score: Raw -1520676.629402 + Penalty 1559.053142 = -1519117.576260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118619.880000 sec): 3 clusters
  Score: Raw -1512052.188196 + Penalty 3118.106283 = -1508934.081912
  nChanged 6498
		SP:Iteration 1F (118620.100000 sec): 3 clusters
  Score: Raw -1515706.946872 + Penalty 3118.106283 = -1512588.840589
  nChanged 865
		SP:Iteration 2F (118620.320000 sec): 3 clusters
  Score: Raw -1516110.747877 + Penalty 3118.106283 = -1512992.641593
  nChanged 856
		SP:Iteration 3F (118620.570000 sec): 3 clusters
  Score: Raw -1516519.941903 + Penalty 3118.106283 = -1513401.835620
  nChanged 847
		SP:Iteration 4F (118620.820000 sec): 3 clusters
  Score: Raw -1516990.523476 + Penalty 3118.106283 = -1513872.417193
  nChanged 899
		SP:Iteration 5F (118621.060000 sec): 3 clusters
  Score: Raw -1517558.340750 + Penalty 3118.106283 = -1514440.234466
  nChanged 944
		SP:Iteration 6F (118621.330000 sec): 3 clusters
  Score: Raw -1518236.739379 + Penalty 3118.106283 = -1515118.633096
  nChanged 894
		SP:Iteration 7F (118621.520000 sec): 3 clusters
  Score: Raw -1518937.856858 + Penalty 3118.106283 = -1515819.750575
  nChanged 762
		SP:Iteration 8F (118621.760000 sec): 3 clusters
  Score: Raw -1519564.607522 + Penalty 3118.106283 = -1516446.501238
  nChanged 578
		SP:Iteration 9Q (118622.010000 sec): 3 clusters
  Score: Raw -1520038.841977 + Penalty 3118.106283 = -1516920.735693
  nChanged 383
		SP:Iteration 10Q (118622.280000 sec): 3 clusters
  Score: Raw -1520329.233010 + Penalty 3118.106283 = -1517211.126726
  nChanged 226
		SP:Iteration 11Q (118622.490000 sec): 3 clusters
  Score: Raw -1520508.947186 + Penalty 3118.106283 = -1517390.840902
  nChanged 161
		SP:Iteration 12Q (118622.710000 sec): 3 clusters
  Score: Raw -1520633.698195 + Penalty 3118.106283 = -1517515.591912
  nChanged 93
		SP:Iteration 13Q (118622.960000 sec): 3 clusters
  Score: Raw -1520723.633628 + Penalty 3118.106283 = -1517605.527345
  nChanged 71
		SP:Iteration 14Q (118623.160000 sec): 3 clusters
  Score: Raw -1520791.622783 + Penalty 3118.106283 = -1517673.516500
  nChanged 36
		SP:Iteration 15Q (118623.360000 sec): 3 clusters
  Score: Raw -1520822.318858 + Penalty 3118.106283 = -1517704.212575
  nChanged 21
		SP:Iteration 16Q (118623.600000 sec): 3 clusters
  Score: Raw -1520838.565509 + Penalty 3118.106283 = -1517720.459226
  nChanged 14
		SP:Iteration 17Q (118623.860000 sec): 3 clusters
  Score: Raw -1520847.295631 + Penalty 3118.106283 = -1517729.189347
  nChanged 7
		SP:Iteration 18Q (118624.070000 sec): 3 clusters
  Score: Raw -1520853.321065 + Penalty 3118.106283 = -1517735.214782
  nChanged 10
		SP:Iteration 19Q (118624.270000 sec): 3 clusters
  Score: Raw -1520861.492887 + Penalty 3118.106283 = -1517743.386604
  nChanged 13
		SP:Iteration 20F (118624.560000 sec): 3 clusters
  Score: Raw -1520875.040306 + Penalty 3118.106283 = -1517756.934022
  nChanged 12
		SP:Iteration 21Q (118624.730000 sec): 3 clusters
  Score: Raw -1520885.614940 + Penalty 3118.106283 = -1517767.508656
  nChanged 7
		SP:Iteration 22Q (118625.000000 sec): 3 clusters
  Score: Raw -1520892.229569 + Penalty 3118.106283 = -1517774.123285
  nChanged 6
		SP:Iteration 23Q (118625.190000 sec): 3 clusters
  Score: Raw -1520897.452402 + Penalty 3118.106283 = -1517779.346119
  nChanged 6
		SP:Iteration 24Q (118625.410000 sec): 3 clusters
  Score: Raw -1520903.555641 + Penalty 3118.106283 = -1517785.449357
  nChanged 3
		SP:Iteration 25Q (118625.680000 sec): 3 clusters
  Score: Raw -1520905.497615 + Penalty 3118.106283 = -1517787.391331
  nChanged 2
		SP:Iteration 26Q (118625.910000 sec): 3 clusters
  Score: Raw -1520908.437556 + Penalty 3118.106283 = -1517790.331273
  nChanged 3
		SP:Iteration 27Q (118626.130000 sec): 3 clusters
  Score: Raw -1520909.957981 + Penalty 3118.106283 = -1517791.851697
  nChanged 2
		SP:Iteration 28Q (118626.320000 sec): 3 clusters
  Score: Raw -1520911.627801 + Penalty 3118.106283 = -1517793.521517
  nChanged 2
		SP:Iteration 29Q (118626.580000 sec): 3 clusters
  Score: Raw -1520912.439695 + Penalty 3118.106283 = -1517794.333411
  nChanged 0
		SP:Iteration 30F (118626.800000 sec): 3 clusters
  Score: Raw -1520912.439695 + Penalty 3118.106283 = -1517794.333411
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (36220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118627.030000 sec): 2 clusters
  Score: Raw -3533501.977293 + Penalty 1705.822094 = -3531796.155199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118627.380000 sec): 3 clusters
  Score: Raw -3510831.202247 + Penalty 3411.644188 = -3507419.558059
  nChanged 16871
		SP:Iteration 1F (118627.750000 sec): 3 clusters
  Score: Raw -3520564.470774 + Penalty 3411.644188 = -3517152.826587
  nChanged 2008
		SP:Iteration 2F (118628.130000 sec): 3 clusters
  Score: Raw -3521465.213254 + Penalty 3411.644188 = -3518053.569066
  nChanged 2049
		SP:Iteration 3F (118628.460000 sec): 3 clusters
  Score: Raw -3522504.349450 + Penalty 3411.644188 = -3519092.705262
  nChanged 2164
		SP:Iteration 4F (118628.770000 sec): 3 clusters
  Score: Raw -3523718.431366 + Penalty 3411.644188 = -3520306.787178
  nChanged 2241
		SP:Iteration 5F (118629.110000 sec): 3 clusters
  Score: Raw -3524937.013910 + Penalty 3411.644188 = -3521525.369722
  nChanged 2073
		SP:Iteration 6F (118629.420000 sec): 3 clusters
  Score: Raw -3526005.138292 + Penalty 3411.644188 = -3522593.494105
  nChanged 1871
		SP:Iteration 7F (118629.810000 sec): 3 clusters
  Score: Raw -3526937.949073 + Penalty 3411.644188 = -3523526.304886
  nChanged 1614
		SP:Iteration 8Q (118630.140000 sec): 3 clusters
  Score: Raw -3527822.457569 + Penalty 3411.644188 = -3524410.813381
  nChanged 1451
		SP:Iteration 9Q (118630.510000 sec): 3 clusters
  Score: Raw -3528697.576895 + Penalty 3411.644188 = -3525285.932708
  nChanged 1308
		SP:Iteration 10Q (118630.780000 sec): 3 clusters
  Score: Raw -3529491.143094 + Penalty 3411.644188 = -3526079.498907
  nChanged 1157
		SP:Iteration 11Q (118631.140000 sec): 3 clusters
  Score: Raw -3530015.204325 + Penalty 3411.644188 = -3526603.560138
  nChanged 872
		SP:Iteration 12Q (118631.470000 sec): 3 clusters
  Score: Raw -3530297.106008 + Penalty 3411.644188 = -3526885.461820
  nChanged 643
		SP:Iteration 13Q (118631.820000 sec): 3 clusters
  Score: Raw -3530457.628553 + Penalty 3411.644188 = -3527045.984366
  nChanged 472
		SP:Iteration 14Q (118632.170000 sec): 3 clusters
  Score: Raw -3530551.566504 + Penalty 3411.644188 = -3527139.922316
  nChanged 358
		SP:Iteration 15Q (118632.520000 sec): 3 clusters
  Score: Raw -3530617.848781 + Penalty 3411.644188 = -3527206.204594
  nChanged 319
		SP:Iteration 16Q (118632.930000 sec): 3 clusters
  Score: Raw -3530675.315024 + Penalty 3411.644188 = -3527263.670836
  nChanged 267
		SP:Iteration 17Q (118633.250000 sec): 3 clusters
  Score: Raw -3530721.946619 + Penalty 3411.644188 = -3527310.302431
  nChanged 260
		SP:Iteration 18Q (118633.610000 sec): 3 clusters
  Score: Raw -3530769.151825 + Penalty 3411.644188 = -3527357.507637
  nChanged 287
		SP:Iteration 19Q (118633.960000 sec): 3 clusters
  Score: Raw -3530820.329437 + Penalty 3411.644188 = -3527408.685249
  nChanged 281
		SP:Iteration 20F (118634.250000 sec): 3 clusters
  Score: Raw -3530870.163001 + Penalty 3411.644188 = -3527458.518813
  nChanged 288
		SP:Iteration 21Q (118634.550000 sec): 3 clusters
  Score: Raw -3530927.479549 + Penalty 3411.644188 = -3527515.835362
  nChanged 301
		SP:Iteration 22Q (118634.900000 sec): 3 clusters
  Score: Raw -3530992.378920 + Penalty 3411.644188 = -3527580.734732
  nChanged 333
		SP:Iteration 23Q (118635.250000 sec): 3 clusters
  Score: Raw -3531065.253638 + Penalty 3411.644188 = -3527653.609450
  nChanged 340
		SP:Iteration 24Q (118635.610000 sec): 3 clusters
  Score: Raw -3531136.392128 + Penalty 3411.644188 = -3527724.747940
  nChanged 352
		SP:Iteration 25Q (118635.940000 sec): 3 clusters
  Score: Raw -3531213.555516 + Penalty 3411.644188 = -3527801.911328
  nChanged 364
		SP:Iteration 26Q (118636.290000 sec): 3 clusters
  Score: Raw -3531292.055699 + Penalty 3411.644188 = -3527880.411511
  nChanged 352
		SP:Iteration 27Q (118636.670000 sec): 3 clusters
  Score: Raw -3531370.733429 + Penalty 3411.644188 = -3527959.089241
  nChanged 355
		SP:Iteration 28Q (118637.010000 sec): 3 clusters
  Score: Raw -3531452.119404 + Penalty 3411.644188 = -3528040.475216
  nChanged 359
		SP:Iteration 29Q (118637.390000 sec): 3 clusters
  Score: Raw -3531536.545968 + Penalty 3411.644188 = -3528124.901780
  nChanged 373
		SP:Iteration 30Q (118637.740000 sec): 3 clusters
  Score: Raw -3531633.308121 + Penalty 3411.644188 = -3528221.663934
  nChanged 435
		SP:Iteration 31Q (118638.160000 sec): 3 clusters
  Score: Raw -3531752.840292 + Penalty 3411.644188 = -3528341.196104
  nChanged 434
		SP:Iteration 32Q (118638.510000 sec): 3 clusters
  Score: Raw -3531876.926041 + Penalty 3411.644188 = -3528465.281854
  nChanged 429
		SP:Iteration 33Q (118638.800000 sec): 3 clusters
  Score: Raw -3532011.062794 + Penalty 3411.644188 = -3528599.418606
  nChanged 449
		SP:Iteration 34Q (118639.100000 sec): 3 clusters
  Score: Raw -3532156.893910 + Penalty 3411.644188 = -3528745.249722
  nChanged 448
		SP:Iteration 35Q (118639.430000 sec): 3 clusters
  Score: Raw -3532308.686410 + Penalty 3411.644188 = -3528897.042222
  nChanged 448
		SP:Iteration 36Q (118639.750000 sec): 3 clusters
  Score: Raw -3532463.278532 + Penalty 3411.644188 = -3529051.634344
  nChanged 455
		SP:Iteration 37Q (118640.080000 sec): 3 clusters
  Score: Raw -3532630.110488 + Penalty 3411.644188 = -3529218.466301
  nChanged 453
		SP:Iteration 38Q (118640.390000 sec): 3 clusters
  Score: Raw -3532789.250763 + Penalty 3411.644188 = -3529377.606576
  nChanged 426
		SP:Iteration 39Q (118640.680000 sec): 3 clusters
  Score: Raw -3532956.045569 + Penalty 3411.644188 = -3529544.401381
  nChanged 425
		SP:Iteration 40F (118641.050000 sec): 3 clusters
  Score: Raw -3533111.267836 + Penalty 3411.644188 = -3529699.623648
  nChanged 400
		SP:Iteration 41Q (118641.350000 sec): 3 clusters
  Score: Raw -3533276.357193 + Penalty 3411.644188 = -3529864.713006
  nChanged 356
		SP:Iteration 42Q (118641.710000 sec): 3 clusters
  Score: Raw -3533413.233035 + Penalty 3411.644188 = -3530001.588848
  nChanged 317
		SP:Iteration 43Q (118642.050000 sec): 3 clusters
  Score: Raw -3533524.070902 + Penalty 3411.644188 = -3530112.426714
  nChanged 269
		SP:Iteration 44Q (118642.370000 sec): 3 clusters
  Score: Raw -3533618.222813 + Penalty 3411.644188 = -3530206.578625
  nChanged 237
		SP:Iteration 45Q (118642.710000 sec): 3 clusters
  Score: Raw -3533701.110178 + Penalty 3411.644188 = -3530289.465990
  nChanged 174
		SP:Iteration 46Q (118643.060000 sec): 3 clusters
  Score: Raw -3533756.840819 + Penalty 3411.644188 = -3530345.196631
  nChanged 143
		SP:Iteration 47Q (118643.370000 sec): 3 clusters
  Score: Raw -3533799.768572 + Penalty 3411.644188 = -3530388.124384
  nChanged 116
		SP:Iteration 48Q (118643.710000 sec): 3 clusters
  Score: Raw -3533833.100806 + Penalty 3411.644188 = -3530421.456618
  nChanged 102
		SP:Iteration 49Q (118644.000000 sec): 3 clusters
  Score: Raw -3533858.489578 + Penalty 3411.644188 = -3530446.845391
  nChanged 79
		SP:Iteration 50Q (118644.330000 sec): 3 clusters
  Score: Raw -3533877.970028 + Penalty 3411.644188 = -3530466.325841
  nChanged 69
		SP:Iteration 51Q (118644.640000 sec): 3 clusters
  Score: Raw -3533898.580418 + Penalty 3411.644188 = -3530486.936231
  nChanged 77
		SP:Iteration 52Q (118644.940000 sec): 3 clusters
  Score: Raw -3533918.618288 + Penalty 3411.644188 = -3530506.974100
  nChanged 63
		SP:Iteration 53Q (118645.290000 sec): 3 clusters
  Score: Raw -3533934.553158 + Penalty 3411.644188 = -3530522.908971
  nChanged 53
		SP:Iteration 54Q (118645.630000 sec): 3 clusters
  Score: Raw -3533950.508190 + Penalty 3411.644188 = -3530538.864002
  nChanged 57
		SP:Iteration 55Q (118645.930000 sec): 3 clusters
  Score: Raw -3533964.607180 + Penalty 3411.644188 = -3530552.962993
  nChanged 48
		SP:Iteration 56Q (118646.240000 sec): 3 clusters
  Score: Raw -3533977.485586 + Penalty 3411.644188 = -3530565.841398
  nChanged 48
		SP:Iteration 57Q (118646.630000 sec): 3 clusters
  Score: Raw -3533991.276421 + Penalty 3411.644188 = -3530579.632234
  nChanged 51
		SP:Iteration 58Q (118646.940000 sec): 3 clusters
  Score: Raw -3534005.200281 + Penalty 3411.644188 = -3530593.556093
  nChanged 43
		SP:Iteration 59Q (118647.270000 sec): 3 clusters
  Score: Raw -3534017.906475 + Penalty 3411.644188 = -3530606.262287
  nChanged 47
		SP:Iteration 60F (118647.610000 sec): 3 clusters
  Score: Raw -3534033.913729 + Penalty 3411.644188 = -3530622.269541
  nChanged 50
		SP:Iteration 61Q (118647.920000 sec): 3 clusters
  Score: Raw -3534046.051632 + Penalty 3411.644188 = -3530634.407444
  nChanged 35
		SP:Iteration 62Q (118648.240000 sec): 3 clusters
  Score: Raw -3534056.460079 + Penalty 3411.644188 = -3530644.815892
  nChanged 41
		SP:Iteration 63Q (118648.560000 sec): 3 clusters
  Score: Raw -3534069.108558 + Penalty 3411.644188 = -3530657.464370
  nChanged 33
		SP:Iteration 64Q (118648.870000 sec): 3 clusters
  Score: Raw -3534079.405386 + Penalty 3411.644188 = -3530667.761198
  nChanged 28
		SP:Iteration 65Q (118649.130000 sec): 3 clusters
  Score: Raw -3534088.235913 + Penalty 3411.644188 = -3530676.591725
  nChanged 30
		SP:Iteration 66Q (118649.440000 sec): 3 clusters
  Score: Raw -3534097.169501 + Penalty 3411.644188 = -3530685.525314
  nChanged 25
		SP:Iteration 67Q (118649.710000 sec): 3 clusters
  Score: Raw -3534103.608888 + Penalty 3411.644188 = -3530691.964700
  nChanged 20
		SP:Iteration 68Q (118650.060000 sec): 3 clusters
  Score: Raw -3534108.868398 + Penalty 3411.644188 = -3530697.224211
  nChanged 20
		SP:Iteration 69Q (118650.380000 sec): 3 clusters
  Score: Raw -3534114.141278 + Penalty 3411.644188 = -3530702.497090
  nChanged 15
		SP:Iteration 70Q (118650.720000 sec): 3 clusters
  Score: Raw -3534118.292339 + Penalty 3411.644188 = -3530706.648151
  nChanged 18
		SP:Iteration 71Q (118651.090000 sec): 3 clusters
  Score: Raw -3534124.293933 + Penalty 3411.644188 = -3530712.649745
  nChanged 23
		SP:Iteration 72Q (118651.420000 sec): 3 clusters
  Score: Raw -3534130.259084 + Penalty 3411.644188 = -3530718.614896
  nChanged 23
		SP:Iteration 73Q (118651.740000 sec): 3 clusters
  Score: Raw -3534136.268107 + Penalty 3411.644188 = -3530724.623919
  nChanged 15
		SP:Iteration 74Q (118652.050000 sec): 3 clusters
  Score: Raw -3534140.833058 + Penalty 3411.644188 = -3530729.188870
  nChanged 17
		SP:Iteration 75Q (118652.360000 sec): 3 clusters
  Score: Raw -3534145.373434 + Penalty 3411.644188 = -3530733.729247
  nChanged 19
		SP:Iteration 76Q (118652.700000 sec): 3 clusters
  Score: Raw -3534150.346760 + Penalty 3411.644188 = -3530738.702573
  nChanged 17
		SP:Iteration 77Q (118653.050000 sec): 3 clusters
  Score: Raw -3534156.453233 + Penalty 3411.644188 = -3530744.809045
  nChanged 20
		SP:Iteration 78Q (118653.340000 sec): 3 clusters
  Score: Raw -3534163.376428 + Penalty 3411.644188 = -3530751.732241
  nChanged 19
		SP:Iteration 79Q (118653.650000 sec): 3 clusters
  Score: Raw -3534167.901858 + Penalty 3411.644188 = -3530756.257670
  nChanged 16
		SP:Iteration 80F (118653.990000 sec): 3 clusters
  Score: Raw -3534171.318219 + Penalty 3411.644188 = -3530759.674031
  nChanged 14
		SP:Iteration 81Q (118654.290000 sec): 3 clusters
  Score: Raw -3534174.507862 + Penalty 3411.644188 = -3530762.863674
  nChanged 8
		SP:Iteration 82Q (118654.620000 sec): 3 clusters
  Score: Raw -3534176.201663 + Penalty 3411.644188 = -3530764.557476
  nChanged 4
		SP:Iteration 83Q (118654.990000 sec): 3 clusters
  Score: Raw -3534177.060220 + Penalty 3411.644188 = -3530765.416032
  nChanged 5
		SP:Iteration 84Q (118655.270000 sec): 3 clusters
  Score: Raw -3534178.084474 + Penalty 3411.644188 = -3530766.440286
  nChanged 4
		SP:Iteration 85Q (118655.580000 sec): 3 clusters
  Score: Raw -3534178.791632 + Penalty 3411.644188 = -3530767.147444
  nChanged 3
		SP:Iteration 86Q (118655.870000 sec): 3 clusters
  Score: Raw -3534179.172900 + Penalty 3411.644188 = -3530767.528712
  nChanged 1
		SP:Iteration 87Q (118656.220000 sec): 3 clusters
  Score: Raw -3534179.487995 + Penalty 3411.644188 = -3530767.843807
  nChanged 1
		SP:Iteration 88Q (118656.540000 sec): 3 clusters
  Score: Raw -3534179.641264 + Penalty 3411.644188 = -3530767.997076
  nChanged 0
		SP:Iteration 89F (118656.830000 sec): 3 clusters
  Score: Raw -3534179.641264 + Penalty 3411.644188 = -3530767.997076
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118656.910000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118657.050000 sec): 3 clusters
  Score: Raw -49842.464858 + Penalty 2007.831837 = -47834.633021
  nChanged 100
		SP:Iteration 1F (118657.170000 sec): 3 clusters
  Score: Raw -49963.352379 + Penalty 2007.831837 = -47955.520542
  nChanged 19
		SP:Iteration 2Q (118657.310000 sec): 3 clusters
  Score: Raw -49997.204399 + Penalty 2007.831837 = -47989.372562
  nChanged 8
		SP:Iteration 3Q (118657.500000 sec): 3 clusters
  Score: Raw -50010.516708 + Penalty 2007.831837 = -48002.684871
  nChanged 5
		SP:Iteration 4Q (118657.650000 sec): 3 clusters
  Score: Raw -50014.297847 + Penalty 2007.831837 = -48006.466010
  nChanged 0
		SP:Iteration 5F (118657.780000 sec): 3 clusters
  Score: Raw -50014.297847 + Penalty 2007.831837 = -48006.466010
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (167725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118658.480000 sec): 2 clusters
  Score: Raw -17807641.233650 + Penalty 1954.888165 = -17805686.345486
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118659.370000 sec): 3 clusters
  Score: Raw -17697060.681264 + Penalty 3909.776329 = -17693150.904935
  nChanged 80997
		SP:Iteration 1F (118660.280000 sec): 3 clusters
  Score: Raw -17745504.861790 + Penalty 3909.776329 = -17741595.085461
  nChanged 5293
		SP:Iteration 2Q (118661.370000 sec): 3 clusters
  Score: Raw -17746954.065303 + Penalty 3909.776329 = -17743044.288974
  nChanged 5950
		SP:Iteration 3Q (118662.390000 sec): 3 clusters
  Score: Raw -17749053.169205 + Penalty 3909.776329 = -17745143.392876
  nChanged 6966
		SP:Iteration 4Q (118663.370000 sec): 3 clusters
  Score: Raw -17752450.232997 + Penalty 3909.776329 = -17748540.456667
  nChanged 8670
		SP:Iteration 5F (118664.340000 sec): 3 clusters
  Score: Raw -17757806.727481 + Penalty 3909.776329 = -17753896.951152
  nChanged 9979
		SP:Iteration 6F (118665.280000 sec): 3 clusters
  Score: Raw -17765005.242800 + Penalty 3909.776329 = -17761095.466471
  nChanged 10649
		SP:Iteration 7F (118666.270000 sec): 3 clusters
  Score: Raw -17773350.854474 + Penalty 3909.776329 = -17769441.078145
  nChanged 10424
		SP:Iteration 8F (118667.190000 sec): 3 clusters
  Score: Raw -17781641.597727 + Penalty 3909.776329 = -17777731.821398
  nChanged 9316
		SP:Iteration 9F (118668.150000 sec): 3 clusters
  Score: Raw -17789206.063876 + Penalty 3909.776329 = -17785296.287547
  nChanged 7991
		SP:Iteration 10Q (118669.040000 sec): 3 clusters
  Score: Raw -17795682.387790 + Penalty 3909.776329 = -17791772.611461
  nChanged 6410
		SP:Iteration 11Q (118669.850000 sec): 3 clusters
  Score: Raw -17800468.261110 + Penalty 3909.776329 = -17796558.484781
  nChanged 4823
		SP:Iteration 12Q (118670.730000 sec): 3 clusters
  Score: Raw -17803665.163594 + Penalty 3909.776329 = -17799755.387265
  nChanged 3460
		SP:Iteration 13Q (118671.610000 sec): 3 clusters
  Score: Raw -17805712.563026 + Penalty 3909.776329 = -17801802.786697
  nChanged 2451
		SP:Iteration 14Q (118672.470000 sec): 3 clusters
  Score: Raw -17807148.042762 + Penalty 3909.776329 = -17803238.266433
  nChanged 1806
		SP:Iteration 15Q (118673.350000 sec): 3 clusters
  Score: Raw -17808558.650285 + Penalty 3909.776329 = -17804648.873956
  nChanged 1395
		SP:Iteration 16Q (118674.240000 sec): 3 clusters
  Score: Raw -17810273.325298 + Penalty 3909.776329 = -17806363.548969
  nChanged 1192
		SP:Iteration 17Q (118675.120000 sec): 3 clusters
  Score: Raw -17811223.041079 + Penalty 3909.776329 = -17807313.264750
  nChanged 1120
		SP:Iteration 18Q (118676.000000 sec): 3 clusters
  Score: Raw -17811588.628934 + Penalty 3909.776329 = -17807678.852605
  nChanged 813
		SP:Iteration 19Q (118676.830000 sec): 3 clusters
  Score: Raw -17811766.130020 + Penalty 3909.776329 = -17807856.353691
  nChanged 619
		SP:Iteration 20F (118677.740000 sec): 3 clusters
  Score: Raw -17811878.333634 + Penalty 3909.776329 = -17807968.557305
  nChanged 479
		SP:Iteration 21Q (118678.630000 sec): 3 clusters
  Score: Raw -17811953.352758 + Penalty 3909.776329 = -17808043.576429
  nChanged 411
		SP:Iteration 22Q (118679.450000 sec): 3 clusters
  Score: Raw -17812003.618242 + Penalty 3909.776329 = -17808093.841913
  nChanged 328
		SP:Iteration 23Q (118680.370000 sec): 3 clusters
  Score: Raw -17812036.586832 + Penalty 3909.776329 = -17808126.810503
  nChanged 240
		SP:Iteration 24Q (118681.200000 sec): 3 clusters
  Score: Raw -17812059.675509 + Penalty 3909.776329 = -17808149.899180
  nChanged 220
		SP:Iteration 25Q (118682.140000 sec): 3 clusters
  Score: Raw -17812077.960047 + Penalty 3909.776329 = -17808168.183718
  nChanged 183
		SP:Iteration 26Q (118683.000000 sec): 3 clusters
  Score: Raw -17812091.343844 + Penalty 3909.776329 = -17808181.567514
  nChanged 168
		SP:Iteration 27Q (118683.860000 sec): 3 clusters
  Score: Raw -17812102.109006 + Penalty 3909.776329 = -17808192.332677
  nChanged 132
		SP:Iteration 28Q (118684.690000 sec): 3 clusters
  Score: Raw -17812109.705081 + Penalty 3909.776329 = -17808199.928751
  nChanged 109
		SP:Iteration 29Q (118685.470000 sec): 3 clusters
  Score: Raw -17812115.749129 + Penalty 3909.776329 = -17808205.972800
  nChanged 98
		SP:Iteration 30Q (118686.200000 sec): 3 clusters
  Score: Raw -17812121.226261 + Penalty 3909.776329 = -17808211.449932
  nChanged 89
		SP:Iteration 31Q (118687.040000 sec): 3 clusters
  Score: Raw -17812125.134321 + Penalty 3909.776329 = -17808215.357992
  nChanged 65
		SP:Iteration 32Q (118687.860000 sec): 3 clusters
  Score: Raw -17812128.073572 + Penalty 3909.776329 = -17808218.297243
  nChanged 61
		SP:Iteration 33Q (118688.660000 sec): 3 clusters
  Score: Raw -17812131.080450 + Penalty 3909.776329 = -17808221.304121
  nChanged 60
		SP:Iteration 34Q (118689.520000 sec): 3 clusters
  Score: Raw -17812134.384176 + Penalty 3909.776329 = -17808224.607847
  nChanged 54
		SP:Iteration 35Q (118690.320000 sec): 3 clusters
  Score: Raw -17812136.594286 + Penalty 3909.776329 = -17808226.817957
  nChanged 43
		SP:Iteration 36Q (118691.040000 sec): 3 clusters
  Score: Raw -17812138.103969 + Penalty 3909.776329 = -17808228.327640
  nChanged 28
		SP:Iteration 37Q (118691.820000 sec): 3 clusters
  Score: Raw -17812138.922951 + Penalty 3909.776329 = -17808229.146622
  nChanged 21
		SP:Iteration 38Q (118692.610000 sec): 3 clusters
  Score: Raw -17812139.607620 + Penalty 3909.776329 = -17808229.831291
  nChanged 22
		SP:Iteration 39Q (118693.380000 sec): 3 clusters
  Score: Raw -17812140.281072 + Penalty 3909.776329 = -17808230.504743
  nChanged 15
		SP:Iteration 40F (118694.290000 sec): 3 clusters
  Score: Raw -17812140.691955 + Penalty 3909.776329 = -17808230.915626
  nChanged 15
		SP:Iteration 41Q (118695.070000 sec): 3 clusters
  Score: Raw -17812141.082631 + Penalty 3909.776329 = -17808231.306302
  nChanged 10
		SP:Iteration 42Q (118696.000000 sec): 3 clusters
  Score: Raw -17812141.397244 + Penalty 3909.776329 = -17808231.620915
  nChanged 15
		SP:Iteration 43Q (118697.000000 sec): 3 clusters
  Score: Raw -17812141.886016 + Penalty 3909.776329 = -17808232.109687
  nChanged 14
		SP:Iteration 44Q (118698.000000 sec): 3 clusters
  Score: Raw -17812142.335521 + Penalty 3909.776329 = -17808232.559191
  nChanged 18
		SP:Iteration 45Q (118698.920000 sec): 3 clusters
  Score: Raw -17812142.770759 + Penalty 3909.776329 = -17808232.994430
  nChanged 9
		SP:Iteration 46Q (118699.800000 sec): 3 clusters
  Score: Raw -17812142.976733 + Penalty 3909.776329 = -17808233.200404
  nChanged 10
		SP:Iteration 47Q (118700.570000 sec): 3 clusters
  Score: Raw -17812143.222382 + Penalty 3909.776329 = -17808233.446053
  nChanged 10
		SP:Iteration 48Q (118701.300000 sec): 3 clusters
  Score: Raw -17812143.433487 + Penalty 3909.776329 = -17808233.657158
  nChanged 10
		SP:Iteration 49Q (118702.210000 sec): 3 clusters
  Score: Raw -17812143.681396 + Penalty 3909.776329 = -17808233.905067
  nChanged 11
		SP:Iteration 50Q (118703.180000 sec): 3 clusters
  Score: Raw -17812144.032675 + Penalty 3909.776329 = -17808234.256346
  nChanged 10
		SP:Iteration 51Q (118704.150000 sec): 3 clusters
  Score: Raw -17812144.366913 + Penalty 3909.776329 = -17808234.590584
  nChanged 13
		SP:Iteration 52Q (118705.120000 sec): 3 clusters
  Score: Raw -17812144.755930 + Penalty 3909.776329 = -17808234.979601
  nChanged 11
		SP:Iteration 53Q (118706.130000 sec): 3 clusters
  Score: Raw -17812145.020190 + Penalty 3909.776329 = -17808235.243861
  nChanged 9
		SP:Iteration 54Q (118707.050000 sec): 3 clusters
  Score: Raw -17812145.226673 + Penalty 3909.776329 = -17808235.450344
  nChanged 7
		SP:Iteration 55Q (118707.790000 sec): 3 clusters
  Score: Raw -17812145.419841 + Penalty 3909.776329 = -17808235.643512
  nChanged 6
		SP:Iteration 56Q (118708.530000 sec): 3 clusters
  Score: Raw -17812145.577697 + Penalty 3909.776329 = -17808235.801368
  nChanged 8
		SP:Iteration 57Q (118709.470000 sec): 3 clusters
  Score: Raw -17812145.775886 + Penalty 3909.776329 = -17808235.999557
  nChanged 6
		SP:Iteration 58Q (118710.410000 sec): 3 clusters
  Score: Raw -17812145.930214 + Penalty 3909.776329 = -17808236.153885
  nChanged 6
		SP:Iteration 59Q (118711.290000 sec): 3 clusters
  Score: Raw -17812146.091529 + Penalty 3909.776329 = -17808236.315200
  nChanged 4
		SP:Iteration 60F (118712.100000 sec): 3 clusters
  Score: Raw -17812146.156913 + Penalty 3909.776329 = -17808236.380584
  nChanged 3
		SP:Iteration 61Q (118713.110000 sec): 3 clusters
  Score: Raw -17812146.213102 + Penalty 3909.776329 = -17808236.436773
  nChanged 4
		SP:Iteration 62Q (118713.950000 sec): 3 clusters
  Score: Raw -17812146.284956 + Penalty 3909.776329 = -17808236.508627
  nChanged 2
		SP:Iteration 63Q (118714.810000 sec): 3 clusters
  Score: Raw -17812146.333092 + Penalty 3909.776329 = -17808236.556763
  nChanged 5
		SP:Iteration 64Q (118715.770000 sec): 3 clusters
  Score: Raw -17812146.444954 + Penalty 3909.776329 = -17808236.668625
  nChanged 1
		SP:Iteration 65Q (118716.750000 sec): 3 clusters
  Score: Raw -17812146.462463 + Penalty 3909.776329 = -17808236.686134
  nChanged 1
		SP:Iteration 66Q (118717.630000 sec): 3 clusters
  Score: Raw -17812146.476723 + Penalty 3909.776329 = -17808236.700394
  nChanged 0
		SP:Iteration 67F (118718.660000 sec): 3 clusters
  Score: Raw -17812146.476723 + Penalty 3909.776329 = -17808236.700394
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118718.870000 sec): 2 clusters
  Score: Raw -612571.771397 + Penalty 1417.683696 = -611154.087701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118719.030000 sec): 3 clusters
  Score: Raw -609336.904849 + Penalty 2835.367392 = -606501.537457
  nChanged 2551
		SP:Iteration 1F (118719.230000 sec): 3 clusters
  Score: Raw -610728.286046 + Penalty 2835.367392 = -607892.918653
  nChanged 453
		SP:Iteration 2F (118719.450000 sec): 3 clusters
  Score: Raw -610985.686346 + Penalty 2835.367392 = -608150.318953
  nChanged 340
		SP:Iteration 3F (118719.640000 sec): 3 clusters
  Score: Raw -611186.709211 + Penalty 2835.367392 = -608351.341819
  nChanged 305
		SP:Iteration 4Q (118719.800000 sec): 3 clusters
  Score: Raw -611370.485031 + Penalty 2835.367392 = -608535.117638
  nChanged 291
		SP:Iteration 5Q (118720.000000 sec): 3 clusters
  Score: Raw -611552.892385 + Penalty 2835.367392 = -608717.524993
  nChanged 301
		SP:Iteration 6Q (118720.240000 sec): 3 clusters
  Score: Raw -611748.259767 + Penalty 2835.367392 = -608912.892375
  nChanged 336
		SP:Iteration 7F (118720.410000 sec): 3 clusters
  Score: Raw -611993.343242 + Penalty 2835.367392 = -609157.975849
  nChanged 349
		SP:Iteration 8F (118720.610000 sec): 3 clusters
  Score: Raw -612247.716602 + Penalty 2835.367392 = -609412.349210
  nChanged 315
		SP:Iteration 9F (118720.800000 sec): 3 clusters
  Score: Raw -612488.415035 + Penalty 2835.367392 = -609653.047643
  nChanged 261
		SP:Iteration 10Q (118721.030000 sec): 3 clusters
  Score: Raw -612674.740538 + Penalty 2835.367392 = -609839.373146
  nChanged 207
		SP:Iteration 11Q (118721.210000 sec): 3 clusters
  Score: Raw -612808.568743 + Penalty 2835.367392 = -609973.201351
  nChanged 163
		SP:Iteration 12Q (118721.430000 sec): 3 clusters
  Score: Raw -612911.300717 + Penalty 2835.367392 = -610075.933325
  nChanged 123
		SP:Iteration 13Q (118721.590000 sec): 3 clusters
  Score: Raw -612984.161461 + Penalty 2835.367392 = -610148.794069
  nChanged 96
		SP:Iteration 14Q (118721.780000 sec): 3 clusters
  Score: Raw -613031.096268 + Penalty 2835.367392 = -610195.728876
  nChanged 72
		SP:Iteration 15Q (118721.970000 sec): 3 clusters
  Score: Raw -613069.483464 + Penalty 2835.367392 = -610234.116071
  nChanged 64
		SP:Iteration 16Q (118722.180000 sec): 3 clusters
  Score: Raw -613103.629350 + Penalty 2835.367392 = -610268.261957
  nChanged 58
		SP:Iteration 17Q (118722.360000 sec): 3 clusters
  Score: Raw -613128.341248 + Penalty 2835.367392 = -610292.973856
  nChanged 44
		SP:Iteration 18Q (118722.570000 sec): 3 clusters
  Score: Raw -613144.755044 + Penalty 2835.367392 = -610309.387652
  nChanged 26
		SP:Iteration 19Q (118722.750000 sec): 3 clusters
  Score: Raw -613155.339979 + Penalty 2835.367392 = -610319.972587
  nChanged 17
		SP:Iteration 20F (118722.950000 sec): 3 clusters
  Score: Raw -613161.458049 + Penalty 2835.367392 = -610326.090657
  nChanged 12
		SP:Iteration 21Q (118723.130000 sec): 3 clusters
  Score: Raw -613165.486808 + Penalty 2835.367392 = -610330.119415
  nChanged 9
		SP:Iteration 22Q (118723.370000 sec): 3 clusters
  Score: Raw -613167.499085 + Penalty 2835.367392 = -610332.131692
  nChanged 8
		SP:Iteration 23Q (118723.570000 sec): 3 clusters
  Score: Raw -613168.872323 + Penalty 2835.367392 = -610333.504931
  nChanged 5
		SP:Iteration 24Q (118723.750000 sec): 3 clusters
  Score: Raw -613169.851327 + Penalty 2835.367392 = -610334.483935
  nChanged 0
		SP:Iteration 25F (118723.970000 sec): 3 clusters
  Score: Raw -613169.851327 + Penalty 2835.367392 = -610334.483935
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (10161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118724.070000 sec): 2 clusters
  Score: Raw -1013629.318536 + Penalty 1499.275723 = -1012130.042813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118724.280000 sec): 3 clusters
  Score: Raw -1007904.395270 + Penalty 2998.551446 = -1004905.843824
  nChanged 4387
		SP:Iteration 1F (118724.540000 sec): 3 clusters
  Score: Raw -1010261.802803 + Penalty 2998.551446 = -1007263.251357
  nChanged 608
		SP:Iteration 2F (118724.750000 sec): 3 clusters
  Score: Raw -1010540.764760 + Penalty 2998.551446 = -1007542.213314
  nChanged 544
		SP:Iteration 3F (118724.970000 sec): 3 clusters
  Score: Raw -1010802.692647 + Penalty 2998.551446 = -1007804.141201
  nChanged 492
		SP:Iteration 4Q (118725.190000 sec): 3 clusters
  Score: Raw -1011014.127836 + Penalty 2998.551446 = -1008015.576390
  nChanged 430
		SP:Iteration 5Q (118725.380000 sec): 3 clusters
  Score: Raw -1011179.691466 + Penalty 2998.551446 = -1008181.140020
  nChanged 389
		SP:Iteration 6Q (118725.620000 sec): 3 clusters
  Score: Raw -1011331.488990 + Penalty 2998.551446 = -1008332.937544
  nChanged 367
		SP:Iteration 7Q (118725.830000 sec): 3 clusters
  Score: Raw -1011491.533642 + Penalty 2998.551446 = -1008492.982196
  nChanged 369
		SP:Iteration 8Q (118726.080000 sec): 3 clusters
  Score: Raw -1011660.702728 + Penalty 2998.551446 = -1008662.151282
  nChanged 411
		SP:Iteration 9Q (118726.240000 sec): 3 clusters
  Score: Raw -1011863.649621 + Penalty 2998.551446 = -1008865.098175
  nChanged 392
		SP:Iteration 10Q (118726.470000 sec): 3 clusters
  Score: Raw -1012083.382136 + Penalty 2998.551446 = -1009084.830690
  nChanged 398
		SP:Iteration 11Q (118726.670000 sec): 3 clusters
  Score: Raw -1012318.263352 + Penalty 2998.551446 = -1009319.711906
  nChanged 410
		SP:Iteration 12Q (118726.860000 sec): 3 clusters
  Score: Raw -1012563.355258 + Penalty 2998.551446 = -1009564.803812
  nChanged 405
		SP:Iteration 13Q (118727.080000 sec): 3 clusters
  Score: Raw -1012832.635261 + Penalty 2998.551446 = -1009834.083815
  nChanged 431
		SP:Iteration 14Q (118727.260000 sec): 3 clusters
  Score: Raw -1013192.004248 + Penalty 2998.551446 = -1010193.452802
  nChanged 433
		SP:Iteration 15Q (118727.480000 sec): 3 clusters
  Score: Raw -1013588.240135 + Penalty 2998.551446 = -1010589.688689
  nChanged 361
		SP:Iteration 16Q (118727.680000 sec): 3 clusters
  Score: Raw -1013926.618727 + Penalty 2998.551446 = -1010928.067281
  nChanged 278
		SP:Iteration 17Q (118727.880000 sec): 3 clusters
  Score: Raw -1014183.318716 + Penalty 2998.551446 = -1011184.767270
  nChanged 219
		SP:Iteration 18Q (118728.080000 sec): 3 clusters
  Score: Raw -1014361.563096 + Penalty 2998.551446 = -1011363.011650
  nChanged 148
		SP:Iteration 19Q (118728.300000 sec): 3 clusters
  Score: Raw -1014448.426917 + Penalty 2998.551446 = -1011449.875471
  nChanged 102
		SP:Iteration 20F (118728.520000 sec): 3 clusters
  Score: Raw -1014485.866210 + Penalty 2998.551446 = -1011487.314764
  nChanged 60
		SP:Iteration 21Q (118728.740000 sec): 3 clusters
  Score: Raw -1014503.534411 + Penalty 2998.551446 = -1011504.982965
  nChanged 37
		SP:Iteration 22Q (118728.920000 sec): 3 clusters
  Score: Raw -1014511.175031 + Penalty 2998.551446 = -1011512.623585
  nChanged 17
		SP:Iteration 23Q (118729.160000 sec): 3 clusters
  Score: Raw -1014514.726535 + Penalty 2998.551446 = -1011516.175089
  nChanged 10
		SP:Iteration 24Q (118729.370000 sec): 3 clusters
  Score: Raw -1014516.321991 + Penalty 2998.551446 = -1011517.770545
  nChanged 8
		SP:Iteration 25Q (118729.580000 sec): 3 clusters
  Score: Raw -1014517.304230 + Penalty 2998.551446 = -1011518.752784
  nChanged 4
		SP:Iteration 26Q (118729.790000 sec): 3 clusters
  Score: Raw -1014517.814294 + Penalty 2998.551446 = -1011519.262848
  nChanged 3
		SP:Iteration 27Q (118730.010000 sec): 3 clusters
  Score: Raw -1014518.257071 + Penalty 2998.551446 = -1011519.705625
  nChanged 2
		SP:Iteration 28Q (118730.200000 sec): 3 clusters
  Score: Raw -1014518.761087 + Penalty 2998.551446 = -1011520.209641
  nChanged 3
		SP:Iteration 29Q (118730.430000 sec): 3 clusters
  Score: Raw -1014519.167470 + Penalty 2998.551446 = -1011520.616024
  nChanged 5
		SP:Iteration 30Q (118730.670000 sec): 3 clusters
  Score: Raw -1014519.853927 + Penalty 2998.551446 = -1011521.302481
  nChanged 6
		SP:Iteration 31Q (118730.890000 sec): 3 clusters
  Score: Raw -1014520.879808 + Penalty 2998.551446 = -1011522.328362
  nChanged 7
		SP:Iteration 32Q (118731.100000 sec): 3 clusters
  Score: Raw -1014521.711591 + Penalty 2998.551446 = -1011523.160145
  nChanged 3
		SP:Iteration 33Q (118731.280000 sec): 3 clusters
  Score: Raw -1014521.947682 + Penalty 2998.551446 = -1011523.396236
  nChanged 0
		SP:Iteration 34F (118731.520000 sec): 3 clusters
  Score: Raw -1014521.947682 + Penalty 2998.551446 = -1011523.396236
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118731.630000 sec): 2 clusters
  Score: Raw -144387.985825 + Penalty 1167.871416 = -143220.114409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118731.770000 sec): 3 clusters
  Score: Raw -143912.649744 + Penalty 2335.742832 = -141576.906912
  nChanged 405
		SP:Iteration 1F (118731.940000 sec): 3 clusters
  Score: Raw -144197.062284 + Penalty 2335.742832 = -141861.319452
  nChanged 95
		SP:Iteration 2F (118732.140000 sec): 3 clusters
  Score: Raw -144275.191725 + Penalty 2335.742832 = -141939.448893
  nChanged 48
		SP:Iteration 3Q (118732.300000 sec): 3 clusters
  Score: Raw -144311.974761 + Penalty 2335.742832 = -141976.231929
  nChanged 33
		SP:Iteration 4Q (118732.460000 sec): 3 clusters
  Score: Raw -144337.399098 + Penalty 2335.742832 = -142001.656267
  nChanged 24
		SP:Iteration 5Q (118732.640000 sec): 3 clusters
  Score: Raw -144356.867536 + Penalty 2335.742832 = -142021.124704
  nChanged 21
		SP:Iteration 6Q (118732.830000 sec): 3 clusters
  Score: Raw -144371.735615 + Penalty 2335.742832 = -142035.992783
  nChanged 12
		SP:Iteration 7Q (118733.000000 sec): 3 clusters
  Score: Raw -144378.664984 + Penalty 2335.742832 = -142042.922153
  nChanged 9
		SP:Iteration 8Q (118733.180000 sec): 3 clusters
  Score: Raw -144386.773435 + Penalty 2335.742832 = -142051.030604
  nChanged 6
		SP:Iteration 9Q (118733.380000 sec): 3 clusters
  Score: Raw -144391.840418 + Penalty 2335.742832 = -142056.097587
  nChanged 5
		SP:Iteration 10Q (118733.540000 sec): 3 clusters
  Score: Raw -144396.046086 + Penalty 2335.742832 = -142060.303254
  nChanged 8
		SP:Iteration 11Q (118733.730000 sec): 3 clusters
  Score: Raw -144402.387503 + Penalty 2335.742832 = -142066.644671
  nChanged 8
		SP:Iteration 12Q (118733.900000 sec): 3 clusters
  Score: Raw -144409.568434 + Penalty 2335.742832 = -142073.825603
  nChanged 8
		SP:Iteration 13Q (118734.070000 sec): 3 clusters
  Score: Raw -144414.374212 + Penalty 2335.742832 = -142078.631380
  nChanged 7
		SP:Iteration 14Q (118734.240000 sec): 3 clusters
  Score: Raw -144418.758791 + Penalty 2335.742832 = -142083.015960
  nChanged 6
		SP:Iteration 15Q (118734.440000 sec): 3 clusters
  Score: Raw -144421.352681 + Penalty 2335.742832 = -142085.609849
  nChanged 2
		SP:Iteration 16Q (118734.630000 sec): 3 clusters
  Score: Raw -144422.468805 + Penalty 2335.742832 = -142086.725974
  nChanged 2
		SP:Iteration 17Q (118734.800000 sec): 3 clusters
  Score: Raw -144425.320585 + Penalty 2335.742832 = -142089.577754
  nChanged 3
		SP:Iteration 18Q (118735.010000 sec): 3 clusters
  Score: Raw -144427.338679 + Penalty 2335.742832 = -142091.595848
  nChanged 5
		SP:Iteration 19Q (118735.140000 sec): 3 clusters
  Score: Raw -144430.583245 + Penalty 2335.742832 = -142094.840413
  nChanged 5
		SP:Iteration 20F (118735.360000 sec): 3 clusters
  Score: Raw -144434.094270 + Penalty 2335.742832 = -142098.351438
  nChanged 3
		SP:Iteration 21Q (118735.520000 sec): 3 clusters
  Score: Raw -144435.995930 + Penalty 2335.742832 = -142100.253098
  nChanged 2
		SP:Iteration 22Q (118735.700000 sec): 3 clusters
  Score: Raw -144437.901090 + Penalty 2335.742832 = -142102.158258
  nChanged 3
		SP:Iteration 23Q (118735.920000 sec): 3 clusters
  Score: Raw -144438.772087 + Penalty 2335.742832 = -142103.029255
  nChanged 1
		SP:Iteration 24Q (118736.060000 sec): 3 clusters
  Score: Raw -144439.117844 + Penalty 2335.742832 = -142103.375012
  nChanged 2
		SP:Iteration 25Q (118736.300000 sec): 3 clusters
  Score: Raw -144440.211788 + Penalty 2335.742832 = -142104.468957
  nChanged 4
		SP:Iteration 26Q (118736.430000 sec): 3 clusters
  Score: Raw -144441.985850 + Penalty 2335.742832 = -142106.243018
  nChanged 2
		SP:Iteration 27Q (118736.610000 sec): 3 clusters
  Score: Raw -144442.384500 + Penalty 2335.742832 = -142106.641669
  nChanged 1
		SP:Iteration 28Q (118736.790000 sec): 3 clusters
  Score: Raw -144442.649282 + Penalty 2335.742832 = -142106.906451
  nChanged 1
		SP:Iteration 29Q (118737.010000 sec): 3 clusters
  Score: Raw -144443.669529 + Penalty 2335.742832 = -142107.926697
  nChanged 0
		SP:Iteration 30F (118737.180000 sec): 3 clusters
  Score: Raw -144443.669529 + Penalty 2335.742832 = -142107.926697
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (114269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118737.660000 sec): 2 clusters
  Score: Raw -11785955.630407 + Penalty 1892.525472 = -11784063.104935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118738.350000 sec): 3 clusters
  Score: Raw -11711179.190714 + Penalty 3785.050944 = -11707394.139770
  nChanged 54921
		SP:Iteration 1F (118739.070000 sec): 3 clusters
  Score: Raw -11744472.230671 + Penalty 3785.050944 = -11740687.179727
  nChanged 5034
		SP:Iteration 2Q (118739.730000 sec): 3 clusters
  Score: Raw -11746417.313868 + Penalty 3785.050944 = -11742632.262924
  nChanged 5733
		SP:Iteration 3F (118740.420000 sec): 3 clusters
  Score: Raw -11748885.088594 + Penalty 3785.050944 = -11745100.037650
  nChanged 6117
		SP:Iteration 4F (118741.130000 sec): 3 clusters
  Score: Raw -11751569.906265 + Penalty 3785.050944 = -11747784.855321
  nChanged 6023
		SP:Iteration 5F (118741.820000 sec): 3 clusters
  Score: Raw -11754147.630022 + Penalty 3785.050944 = -11750362.579078
  nChanged 5618
		SP:Iteration 6Q (118742.510000 sec): 3 clusters
  Score: Raw -11756306.821311 + Penalty 3785.050944 = -11752521.770367
  nChanged 4951
		SP:Iteration 7Q (118743.230000 sec): 3 clusters
  Score: Raw -11757964.266827 + Penalty 3785.050944 = -11754179.215883
  nChanged 4257
		SP:Iteration 8Q (118743.910000 sec): 3 clusters
  Score: Raw -11759303.715922 + Penalty 3785.050944 = -11755518.664978
  nChanged 3887
		SP:Iteration 9Q (118744.580000 sec): 3 clusters
  Score: Raw -11760548.189156 + Penalty 3785.050944 = -11756763.138212
  nChanged 3704
		SP:Iteration 10Q (118745.330000 sec): 3 clusters
  Score: Raw -11761777.267378 + Penalty 3785.050944 = -11757992.216434
  nChanged 3623
		SP:Iteration 11Q (118746.140000 sec): 3 clusters
  Score: Raw -11763088.400856 + Penalty 3785.050944 = -11759303.349912
  nChanged 3641
		SP:Iteration 12Q (118746.830000 sec): 3 clusters
  Score: Raw -11764708.577790 + Penalty 3785.050944 = -11760923.526846
  nChanged 4004
		SP:Iteration 13Q (118747.530000 sec): 3 clusters
  Score: Raw -11766860.543074 + Penalty 3785.050944 = -11763075.492130
  nChanged 4201
		SP:Iteration 14Q (118748.210000 sec): 3 clusters
  Score: Raw -11769461.307539 + Penalty 3785.050944 = -11765676.256595
  nChanged 4278
		SP:Iteration 15Q (118748.920000 sec): 3 clusters
  Score: Raw -11772446.256588 + Penalty 3785.050944 = -11768661.205644
  nChanged 3987
		SP:Iteration 16Q (118749.580000 sec): 3 clusters
  Score: Raw -11775277.838895 + Penalty 3785.050944 = -11771492.787951
  nChanged 3446
		SP:Iteration 17Q (118750.220000 sec): 3 clusters
  Score: Raw -11777620.734706 + Penalty 3785.050944 = -11773835.683762
  nChanged 2953
		SP:Iteration 18Q (118750.830000 sec): 3 clusters
  Score: Raw -11779495.701175 + Penalty 3785.050944 = -11775710.650231
  nChanged 2519
		SP:Iteration 19Q (118751.490000 sec): 3 clusters
  Score: Raw -11781036.430826 + Penalty 3785.050944 = -11777251.379882
  nChanged 2195
		SP:Iteration 20F (118752.160000 sec): 3 clusters
  Score: Raw -11782346.637979 + Penalty 3785.050944 = -11778561.587035
  nChanged 1755
		SP:Iteration 21Q (118752.820000 sec): 3 clusters
  Score: Raw -11783303.622099 + Penalty 3785.050944 = -11779518.571155
  nChanged 1402
		SP:Iteration 22Q (118753.460000 sec): 3 clusters
  Score: Raw -11784060.248022 + Penalty 3785.050944 = -11780275.197078
  nChanged 1197
		SP:Iteration 23Q (118754.100000 sec): 3 clusters
  Score: Raw -11784717.249142 + Penalty 3785.050944 = -11780932.198198
  nChanged 925
		SP:Iteration 24Q (118754.810000 sec): 3 clusters
  Score: Raw -11785201.557202 + Penalty 3785.050944 = -11781416.506258
  nChanged 717
		SP:Iteration 25Q (118755.460000 sec): 3 clusters
  Score: Raw -11785555.328240 + Penalty 3785.050944 = -11781770.277296
  nChanged 507
		SP:Iteration 26Q (118756.080000 sec): 3 clusters
  Score: Raw -11785767.322121 + Penalty 3785.050944 = -11781982.271177
  nChanged 354
		SP:Iteration 27Q (118756.650000 sec): 3 clusters
  Score: Raw -11785907.334860 + Penalty 3785.050944 = -11782122.283916
  nChanged 269
		SP:Iteration 28Q (118757.210000 sec): 3 clusters
  Score: Raw -11786012.675557 + Penalty 3785.050944 = -11782227.624613
  nChanged 197
		SP:Iteration 29Q (118757.850000 sec): 3 clusters
  Score: Raw -11786088.390169 + Penalty 3785.050944 = -11782303.339225
  nChanged 177
		SP:Iteration 30Q (118758.470000 sec): 3 clusters
  Score: Raw -11786158.539831 + Penalty 3785.050944 = -11782373.488887
  nChanged 146
		SP:Iteration 31Q (118759.080000 sec): 3 clusters
  Score: Raw -11786227.932387 + Penalty 3785.050944 = -11782442.881443
  nChanged 127
		SP:Iteration 32Q (118759.720000 sec): 3 clusters
  Score: Raw -11786283.201139 + Penalty 3785.050944 = -11782498.150195
  nChanged 95
		SP:Iteration 33Q (118760.270000 sec): 3 clusters
  Score: Raw -11786321.209851 + Penalty 3785.050944 = -11782536.158907
  nChanged 79
		SP:Iteration 34Q (118760.860000 sec): 3 clusters
  Score: Raw -11786348.919442 + Penalty 3785.050944 = -11782563.868498
  nChanged 57
		SP:Iteration 35Q (118761.460000 sec): 3 clusters
  Score: Raw -11786368.526542 + Penalty 3785.050944 = -11782583.475598
  nChanged 44
		SP:Iteration 36Q (118761.960000 sec): 3 clusters
  Score: Raw -11786385.369679 + Penalty 3785.050944 = -11782600.318735
  nChanged 32
		SP:Iteration 37Q (118762.520000 sec): 3 clusters
  Score: Raw -11786394.883669 + Penalty 3785.050944 = -11782609.832725
  nChanged 20
		SP:Iteration 38Q (118763.060000 sec): 3 clusters
  Score: Raw -11786400.982609 + Penalty 3785.050944 = -11782615.931665
  nChanged 16
		SP:Iteration 39Q (118763.660000 sec): 3 clusters
  Score: Raw -11786406.087151 + Penalty 3785.050944 = -11782621.036207
  nChanged 13
		SP:Iteration 40F (118764.360000 sec): 3 clusters
  Score: Raw -11786411.137680 + Penalty 3785.050944 = -11782626.086736
  nChanged 14
		SP:Iteration 41Q (118764.930000 sec): 3 clusters
  Score: Raw -11786413.999836 + Penalty 3785.050944 = -11782628.948892
  nChanged 8
		SP:Iteration 42Q (118765.590000 sec): 3 clusters
  Score: Raw -11786415.697571 + Penalty 3785.050944 = -11782630.646627
  nChanged 7
		SP:Iteration 43Q (118766.110000 sec): 3 clusters
  Score: Raw -11786418.218679 + Penalty 3785.050944 = -11782633.167735
  nChanged 10
		SP:Iteration 44Q (118766.760000 sec): 3 clusters
  Score: Raw -11786420.695180 + Penalty 3785.050944 = -11782635.644236
  nChanged 11
		SP:Iteration 45Q (118767.430000 sec): 3 clusters
  Score: Raw -11786423.729995 + Penalty 3785.050944 = -11782638.679051
  nChanged 5
		SP:Iteration 46Q (118768.050000 sec): 3 clusters
  Score: Raw -11786425.019345 + Penalty 3785.050944 = -11782639.968401
  nChanged 8
		SP:Iteration 47Q (118768.700000 sec): 3 clusters
  Score: Raw -11786426.520960 + Penalty 3785.050944 = -11782641.470016
  nChanged 5
		SP:Iteration 48Q (118769.380000 sec): 3 clusters
  Score: Raw -11786427.581332 + Penalty 3785.050944 = -11782642.530388
  nChanged 1
		SP:Iteration 49Q (118770.090000 sec): 3 clusters
  Score: Raw -11786427.644559 + Penalty 3785.050944 = -11782642.593615
  nChanged 0
		SP:Iteration 50F (118770.800000 sec): 3 clusters
  Score: Raw -11786427.644559 + Penalty 3785.050944 = -11782642.593615
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118770.910000 sec): 2 clusters
  Score: Raw -292173.149078 + Penalty 1298.688709 = -290874.460368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118771.130000 sec): 3 clusters
  Score: Raw -290802.301105 + Penalty 2597.377419 = -288204.923686
  nChanged 1136
		SP:Iteration 1F (118771.270000 sec): 3 clusters
  Score: Raw -291515.435440 + Penalty 2597.377419 = -288918.058021
  nChanged 250
		SP:Iteration 2F (118771.490000 sec): 3 clusters
  Score: Raw -291712.811661 + Penalty 2597.377419 = -289115.434242
  nChanged 186
		SP:Iteration 3F (118771.670000 sec): 3 clusters
  Score: Raw -291860.936440 + Penalty 2597.377419 = -289263.559021
  nChanged 131
		SP:Iteration 4Q (118771.830000 sec): 3 clusters
  Score: Raw -291953.184347 + Penalty 2597.377419 = -289355.806929
  nChanged 101
		SP:Iteration 5Q (118772.020000 sec): 3 clusters
  Score: Raw -292019.223345 + Penalty 2597.377419 = -289421.845926
  nChanged 100
		SP:Iteration 6Q (118772.230000 sec): 3 clusters
  Score: Raw -292090.883260 + Penalty 2597.377419 = -289493.505841
  nChanged 87
		SP:Iteration 7Q (118772.410000 sec): 3 clusters
  Score: Raw -292150.141589 + Penalty 2597.377419 = -289552.764170
  nChanged 96
		SP:Iteration 8Q (118772.540000 sec): 3 clusters
  Score: Raw -292206.272183 + Penalty 2597.377419 = -289608.894764
  nChanged 68
		SP:Iteration 9Q (118772.770000 sec): 3 clusters
  Score: Raw -292244.821693 + Penalty 2597.377419 = -289647.444274
  nChanged 59
		SP:Iteration 10Q (118772.910000 sec): 3 clusters
  Score: Raw -292277.357938 + Penalty 2597.377419 = -289679.980519
  nChanged 39
		SP:Iteration 11Q (118773.100000 sec): 3 clusters
  Score: Raw -292296.192708 + Penalty 2597.377419 = -289698.815289
  nChanged 27
		SP:Iteration 12Q (118773.300000 sec): 3 clusters
  Score: Raw -292308.710879 + Penalty 2597.377419 = -289711.333460
  nChanged 31
		SP:Iteration 13Q (118773.480000 sec): 3 clusters
  Score: Raw -292328.253691 + Penalty 2597.377419 = -289730.876272
  nChanged 28
		SP:Iteration 14Q (118773.590000 sec): 3 clusters
  Score: Raw -292346.352346 + Penalty 2597.377419 = -289748.974927
  nChanged 32
		SP:Iteration 15Q (118773.770000 sec): 3 clusters
  Score: Raw -292363.446464 + Penalty 2597.377419 = -289766.069045
  nChanged 30
		SP:Iteration 16Q (118773.930000 sec): 3 clusters
  Score: Raw -292377.630538 + Penalty 2597.377419 = -289780.253119
  nChanged 22
		SP:Iteration 17Q (118774.120000 sec): 3 clusters
  Score: Raw -292388.865833 + Penalty 2597.377419 = -289791.488414
  nChanged 17
		SP:Iteration 18Q (118774.330000 sec): 3 clusters
  Score: Raw -292394.024974 + Penalty 2597.377419 = -289796.647555
  nChanged 13
		SP:Iteration 19Q (118774.460000 sec): 3 clusters
  Score: Raw -292397.642749 + Penalty 2597.377419 = -289800.265330
  nChanged 8
		SP:Iteration 20F (118774.630000 sec): 3 clusters
  Score: Raw -292400.457551 + Penalty 2597.377419 = -289803.080132
  nChanged 4
		SP:Iteration 21Q (118774.800000 sec): 3 clusters
  Score: Raw -292402.147638 + Penalty 2597.377419 = -289804.770219
  nChanged 3
		SP:Iteration 22Q (118774.950000 sec): 3 clusters
  Score: Raw -292403.554082 + Penalty 2597.377419 = -289806.176663
  nChanged 5
		SP:Iteration 23Q (118775.140000 sec): 3 clusters
  Score: Raw -292404.539005 + Penalty 2597.377419 = -289807.161586
  nChanged 2
		SP:Iteration 24Q (118775.280000 sec): 3 clusters
  Score: Raw -292405.219012 + Penalty 2597.377419 = -289807.841593
  nChanged 2
		SP:Iteration 25Q (118775.480000 sec): 3 clusters
  Score: Raw -292406.570469 + Penalty 2597.377419 = -289809.193050
  nChanged 2
		SP:Iteration 26Q (118775.650000 sec): 3 clusters
  Score: Raw -292407.289281 + Penalty 2597.377419 = -289809.911862
  nChanged 3
		SP:Iteration 27Q (118775.810000 sec): 3 clusters
  Score: Raw -292408.412373 + Penalty 2597.377419 = -289811.034954
  nChanged 2
		SP:Iteration 28Q (118775.950000 sec): 3 clusters
  Score: Raw -292408.773189 + Penalty 2597.377419 = -289811.395770
  nChanged 1
		SP:Iteration 29Q (118776.170000 sec): 3 clusters
  Score: Raw -292409.172210 + Penalty 2597.377419 = -289811.794791
  nChanged 2
		SP:Iteration 30Q (118776.300000 sec): 3 clusters
  Score: Raw -292409.501160 + Penalty 2597.377419 = -289812.123741
  nChanged 1
		SP:Iteration 31Q (118776.380000 sec): 3 clusters
  Score: Raw -292409.733555 + Penalty 2597.377419 = -289812.356136
  nChanged 1
		SP:Iteration 32Q (118776.490000 sec): 3 clusters
  Score: Raw -292409.916907 + Penalty 2597.377419 = -289812.539488
  nChanged 2
		SP:Iteration 33Q (118776.690000 sec): 3 clusters
  Score: Raw -292410.369522 + Penalty 2597.377419 = -289812.992103
  nChanged 0
		SP:Iteration 34F (118776.890000 sec): 3 clusters
  Score: Raw -292410.369522 + Penalty 2597.377419 = -289812.992103
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118777.000000 sec): 2 clusters
  Score: Raw -201123.942931 + Penalty 1237.405872 = -199886.537059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118777.170000 sec): 3 clusters
  Score: Raw -200253.272579 + Penalty 2474.811744 = -197778.460835
  nChanged 697
		SP:Iteration 1F (118777.330000 sec): 3 clusters
  Score: Raw -200729.850678 + Penalty 2474.811744 = -198255.038935
  nChanged 185
		SP:Iteration 2F (118777.550000 sec): 3 clusters
  Score: Raw -200873.819244 + Penalty 2474.811744 = -198399.007500
  nChanged 125
		SP:Iteration 3F (118777.690000 sec): 3 clusters
  Score: Raw -200989.183624 + Penalty 2474.811744 = -198514.371880
  nChanged 89
		SP:Iteration 4Q (118777.870000 sec): 3 clusters
  Score: Raw -201056.956516 + Penalty 2474.811744 = -198582.144773
  nChanged 67
		SP:Iteration 5Q (118778.070000 sec): 3 clusters
  Score: Raw -201111.403652 + Penalty 2474.811744 = -198636.591909
  nChanged 53
		SP:Iteration 6Q (118778.250000 sec): 3 clusters
  Score: Raw -201153.396586 + Penalty 2474.811744 = -198678.584842
  nChanged 48
		SP:Iteration 7Q (118778.440000 sec): 3 clusters
  Score: Raw -201192.505297 + Penalty 2474.811744 = -198717.693553
  nChanged 45
		SP:Iteration 8Q (118778.590000 sec): 3 clusters
  Score: Raw -201222.829502 + Penalty 2474.811744 = -198748.017758
  nChanged 40
		SP:Iteration 9Q (118778.770000 sec): 3 clusters
  Score: Raw -201251.429493 + Penalty 2474.811744 = -198776.617749
  nChanged 28
		SP:Iteration 10Q (118778.920000 sec): 3 clusters
  Score: Raw -201270.232614 + Penalty 2474.811744 = -198795.420870
  nChanged 19
		SP:Iteration 11Q (118779.050000 sec): 3 clusters
  Score: Raw -201284.706276 + Penalty 2474.811744 = -198809.894532
  nChanged 16
		SP:Iteration 12Q (118779.260000 sec): 3 clusters
  Score: Raw -201298.688570 + Penalty 2474.811744 = -198823.876827
  nChanged 17
		SP:Iteration 13Q (118779.410000 sec): 3 clusters
  Score: Raw -201312.086781 + Penalty 2474.811744 = -198837.275037
  nChanged 14
		SP:Iteration 14Q (118779.590000 sec): 3 clusters
  Score: Raw -201321.579900 + Penalty 2474.811744 = -198846.768157
  nChanged 8
		SP:Iteration 15Q (118779.720000 sec): 3 clusters
  Score: Raw -201328.277362 + Penalty 2474.811744 = -198853.465619
  nChanged 12
		SP:Iteration 16Q (118779.850000 sec): 3 clusters
  Score: Raw -201337.477152 + Penalty 2474.811744 = -198862.665409
  nChanged 9
		SP:Iteration 17Q (118780.040000 sec): 3 clusters
  Score: Raw -201347.629432 + Penalty 2474.811744 = -198872.817689
  nChanged 6
		SP:Iteration 18Q (118780.160000 sec): 3 clusters
  Score: Raw -201353.169147 + Penalty 2474.811744 = -198878.357403
  nChanged 5
		SP:Iteration 19Q (118780.330000 sec): 3 clusters
  Score: Raw -201358.974157 + Penalty 2474.811744 = -198884.162413
  nChanged 4
		SP:Iteration 20F (118780.480000 sec): 3 clusters
  Score: Raw -201360.845385 + Penalty 2474.811744 = -198886.033642
  nChanged 2
		SP:Iteration 21Q (118780.660000 sec): 3 clusters
  Score: Raw -201362.991313 + Penalty 2474.811744 = -198888.179570
  nChanged 4
		SP:Iteration 22Q (118780.810000 sec): 3 clusters
  Score: Raw -201365.940680 + Penalty 2474.811744 = -198891.128936
  nChanged 3
		SP:Iteration 23Q (118780.960000 sec): 3 clusters
  Score: Raw -201368.161370 + Penalty 2474.811744 = -198893.349627
  nChanged 4
		SP:Iteration 24Q (118781.120000 sec): 3 clusters
  Score: Raw -201372.195052 + Penalty 2474.811744 = -198897.383308
  nChanged 6
		SP:Iteration 25Q (118781.330000 sec): 3 clusters
  Score: Raw -201375.350941 + Penalty 2474.811744 = -198900.539198
  nChanged 6
		SP:Iteration 26Q (118781.450000 sec): 3 clusters
  Score: Raw -201379.341918 + Penalty 2474.811744 = -198904.530175
  nChanged 2
		SP:Iteration 27Q (118781.610000 sec): 3 clusters
  Score: Raw -201381.295111 + Penalty 2474.811744 = -198906.483367
  nChanged 2
		SP:Iteration 28Q (118781.760000 sec): 3 clusters
  Score: Raw -201382.654606 + Penalty 2474.811744 = -198907.842862
  nChanged 2
		SP:Iteration 29Q (118781.960000 sec): 3 clusters
  Score: Raw -201383.928326 + Penalty 2474.811744 = -198909.116582
  nChanged 3
		SP:Iteration 30Q (118782.110000 sec): 3 clusters
  Score: Raw -201385.325862 + Penalty 2474.811744 = -198910.514119
  nChanged 1
		SP:Iteration 31Q (118782.290000 sec): 3 clusters
  Score: Raw -201385.752273 + Penalty 2474.811744 = -198910.940530
  nChanged 0
		SP:Iteration 32F (118782.480000 sec): 3 clusters
  Score: Raw -201385.752273 + Penalty 2474.811744 = -198910.940530
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (8014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118782.660000 sec): 2 clusters
  Score: Raw -848439.161936 + Penalty 1460.703610 = -846978.458326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118782.850000 sec): 3 clusters
  Score: Raw -844080.368289 + Penalty 2921.407220 = -841158.961069
  nChanged 3376
		SP:Iteration 1F (118783.090000 sec): 3 clusters
  Score: Raw -845921.575749 + Penalty 2921.407220 = -843000.168529
  nChanged 532
		SP:Iteration 2F (118783.260000 sec): 3 clusters
  Score: Raw -846259.833745 + Penalty 2921.407220 = -843338.426525
  nChanged 524
		SP:Iteration 3F (118783.460000 sec): 3 clusters
  Score: Raw -846652.989584 + Penalty 2921.407220 = -843731.582364
  nChanged 573
		SP:Iteration 4F (118783.710000 sec): 3 clusters
  Score: Raw -847181.588250 + Penalty 2921.407220 = -844260.181030
  nChanged 603
		SP:Iteration 5F (118783.920000 sec): 3 clusters
  Score: Raw -847726.343580 + Penalty 2921.407220 = -844804.936360
  nChanged 511
		SP:Iteration 6F (118784.140000 sec): 3 clusters
  Score: Raw -848126.478098 + Penalty 2921.407220 = -845205.070878
  nChanged 426
		SP:Iteration 7F (118784.290000 sec): 3 clusters
  Score: Raw -848388.626934 + Penalty 2921.407220 = -845467.219715
  nChanged 308
		SP:Iteration 8Q (118784.430000 sec): 3 clusters
  Score: Raw -848513.181110 + Penalty 2921.407220 = -845591.773890
  nChanged 171
		SP:Iteration 9Q (118784.630000 sec): 3 clusters
  Score: Raw -848571.123792 + Penalty 2921.407220 = -845649.716573
  nChanged 133
		SP:Iteration 10Q (118784.830000 sec): 3 clusters
  Score: Raw -848608.019537 + Penalty 2921.407220 = -845686.612317
  nChanged 95
		SP:Iteration 11Q (118785.020000 sec): 3 clusters
  Score: Raw -848630.584956 + Penalty 2921.407220 = -845709.177736
  nChanged 64
		SP:Iteration 12Q (118785.260000 sec): 3 clusters
  Score: Raw -848644.069718 + Penalty 2921.407220 = -845722.662499
  nChanged 42
		SP:Iteration 13Q (118785.470000 sec): 3 clusters
  Score: Raw -848650.725721 + Penalty 2921.407220 = -845729.318502
  nChanged 30
		SP:Iteration 14Q (118785.620000 sec): 3 clusters
  Score: Raw -848655.563810 + Penalty 2921.407220 = -845734.156590
  nChanged 25
		SP:Iteration 15Q (118785.820000 sec): 3 clusters
  Score: Raw -848659.659213 + Penalty 2921.407220 = -845738.251994
  nChanged 24
		SP:Iteration 16Q (118786.040000 sec): 3 clusters
  Score: Raw -848663.291761 + Penalty 2921.407220 = -845741.884542
  nChanged 23
		SP:Iteration 17Q (118786.250000 sec): 3 clusters
  Score: Raw -848667.585876 + Penalty 2921.407220 = -845746.178656
  nChanged 26
		SP:Iteration 18Q (118786.460000 sec): 3 clusters
  Score: Raw -848672.271542 + Penalty 2921.407220 = -845750.864322
  nChanged 29
		SP:Iteration 19Q (118786.660000 sec): 3 clusters
  Score: Raw -848679.042603 + Penalty 2921.407220 = -845757.635383
  nChanged 38
		SP:Iteration 20F (118786.840000 sec): 3 clusters
  Score: Raw -848686.779479 + Penalty 2921.407220 = -845765.372260
  nChanged 38
		SP:Iteration 21Q (118787.080000 sec): 3 clusters
  Score: Raw -848692.979583 + Penalty 2921.407220 = -845771.572363
  nChanged 26
		SP:Iteration 22Q (118787.270000 sec): 3 clusters
  Score: Raw -848697.623691 + Penalty 2921.407220 = -845776.216472
  nChanged 20
		SP:Iteration 23Q (118787.440000 sec): 3 clusters
  Score: Raw -848701.139555 + Penalty 2921.407220 = -845779.732335
  nChanged 17
		SP:Iteration 24Q (118787.650000 sec): 3 clusters
  Score: Raw -848703.298086 + Penalty 2921.407220 = -845781.890866
  nChanged 12
		SP:Iteration 25Q (118787.890000 sec): 3 clusters
  Score: Raw -848704.754847 + Penalty 2921.407220 = -845783.347627
  nChanged 15
		SP:Iteration 26Q (118788.040000 sec): 3 clusters
  Score: Raw -848706.772528 + Penalty 2921.407220 = -845785.365308
  nChanged 15
		SP:Iteration 27Q (118788.280000 sec): 3 clusters
  Score: Raw -848709.088838 + Penalty 2921.407220 = -845787.681618
  nChanged 16
		SP:Iteration 28Q (118788.490000 sec): 3 clusters
  Score: Raw -848711.691026 + Penalty 2921.407220 = -845790.283806
  nChanged 14
		SP:Iteration 29Q (118788.670000 sec): 3 clusters
  Score: Raw -848713.680272 + Penalty 2921.407220 = -845792.273052
  nChanged 7
		SP:Iteration 30Q (118788.910000 sec): 3 clusters
  Score: Raw -848714.386018 + Penalty 2921.407220 = -845792.978798
  nChanged 3
		SP:Iteration 31Q (118789.090000 sec): 3 clusters
  Score: Raw -848714.728150 + Penalty 2921.407220 = -845793.320930
  nChanged 4
		SP:Iteration 32Q (118789.310000 sec): 3 clusters
  Score: Raw -848715.037443 + Penalty 2921.407220 = -845793.630224
  nChanged 1
		SP:Iteration 33Q (118789.510000 sec): 3 clusters
  Score: Raw -848715.302676 + Penalty 2921.407220 = -845793.895456
  nChanged 3
		SP:Iteration 34Q (118789.730000 sec): 3 clusters
  Score: Raw -848715.678377 + Penalty 2921.407220 = -845794.271157
  nChanged 3
		SP:Iteration 35Q (118789.980000 sec): 3 clusters
  Score: Raw -848716.189360 + Penalty 2921.407220 = -845794.782141
  nChanged 4
		SP:Iteration 36Q (118790.190000 sec): 3 clusters
  Score: Raw -848716.571801 + Penalty 2921.407220 = -845795.164582
  nChanged 3
		SP:Iteration 37Q (118790.390000 sec): 3 clusters
  Score: Raw -848716.954034 + Penalty 2921.407220 = -845795.546815
  nChanged 5
		SP:Iteration 38Q (118790.570000 sec): 3 clusters
  Score: Raw -848717.559610 + Penalty 2921.407220 = -845796.152390
  nChanged 7
		SP:Iteration 39Q (118790.800000 sec): 3 clusters
  Score: Raw -848718.340272 + Penalty 2921.407220 = -845796.933052
  nChanged 4
		SP:Iteration 40F (118790.950000 sec): 3 clusters
  Score: Raw -848718.804050 + Penalty 2921.407220 = -845797.396830
  nChanged 5
		SP:Iteration 41Q (118791.150000 sec): 3 clusters
  Score: Raw -848719.262949 + Penalty 2921.407220 = -845797.855729
  nChanged 3
		SP:Iteration 42Q (118791.380000 sec): 3 clusters
  Score: Raw -848719.584478 + Penalty 2921.407220 = -845798.177258
  nChanged 5
		SP:Iteration 43Q (118791.590000 sec): 3 clusters
  Score: Raw -848720.067989 + Penalty 2921.407220 = -845798.660769
  nChanged 3
		SP:Iteration 44Q (118791.800000 sec): 3 clusters
  Score: Raw -848720.488765 + Penalty 2921.407220 = -845799.081545
  nChanged 5
		SP:Iteration 45Q (118791.990000 sec): 3 clusters
  Score: Raw -848721.316908 + Penalty 2921.407220 = -845799.909688
  nChanged 7
		SP:Iteration 46Q (118792.170000 sec): 3 clusters
  Score: Raw -848722.577953 + Penalty 2921.407220 = -845801.170733
  nChanged 5
		SP:Iteration 47Q (118792.370000 sec): 3 clusters
  Score: Raw -848723.410224 + Penalty 2921.407220 = -845802.003004
  nChanged 7
		SP:Iteration 48Q (118792.570000 sec): 3 clusters
  Score: Raw -848724.963726 + Penalty 2921.407220 = -845803.556507
  nChanged 6
		SP:Iteration 49Q (118792.760000 sec): 3 clusters
  Score: Raw -848725.864366 + Penalty 2921.407220 = -845804.457146
  nChanged 4
		SP:Iteration 50Q (118793.010000 sec): 3 clusters
  Score: Raw -848726.493014 + Penalty 2921.407220 = -845805.085795
  nChanged 9
		SP:Iteration 51Q (118793.180000 sec): 3 clusters
  Score: Raw -848727.570502 + Penalty 2921.407220 = -845806.163283
  nChanged 7
		SP:Iteration 52Q (118793.350000 sec): 3 clusters
  Score: Raw -848728.338621 + Penalty 2921.407220 = -845806.931402
  nChanged 7
		SP:Iteration 53Q (118793.550000 sec): 3 clusters
  Score: Raw -848729.438416 + Penalty 2921.407220 = -845808.031197
  nChanged 9
		SP:Iteration 54Q (118793.740000 sec): 3 clusters
  Score: Raw -848730.884895 + Penalty 2921.407220 = -845809.477676
  nChanged 11
		SP:Iteration 55Q (118793.960000 sec): 3 clusters
  Score: Raw -848732.459859 + Penalty 2921.407220 = -845811.052639
  nChanged 11
		SP:Iteration 56Q (118794.140000 sec): 3 clusters
  Score: Raw -848733.618995 + Penalty 2921.407220 = -845812.211775
  nChanged 9
		SP:Iteration 57Q (118794.340000 sec): 3 clusters
  Score: Raw -848734.554420 + Penalty 2921.407220 = -845813.147200
  nChanged 8
		SP:Iteration 58Q (118794.590000 sec): 3 clusters
  Score: Raw -848735.288185 + Penalty 2921.407220 = -845813.880965
  nChanged 4
		SP:Iteration 59Q (118794.800000 sec): 3 clusters
  Score: Raw -848735.820615 + Penalty 2921.407220 = -845814.413396
  nChanged 4
		SP:Iteration 60F (118794.990000 sec): 3 clusters
  Score: Raw -848736.430529 + Penalty 2921.407220 = -845815.023310
  nChanged 3
		SP:Iteration 61Q (118795.220000 sec): 3 clusters
  Score: Raw -848736.810465 + Penalty 2921.407220 = -845815.403245
  nChanged 5
		SP:Iteration 62Q (118795.410000 sec): 3 clusters
  Score: Raw -848737.421800 + Penalty 2921.407220 = -845816.014580
  nChanged 2
		SP:Iteration 63Q (118795.610000 sec): 3 clusters
  Score: Raw -848737.606871 + Penalty 2921.407220 = -845816.199651
  nChanged 2
		SP:Iteration 64Q (118795.850000 sec): 3 clusters
  Score: Raw -848737.854846 + Penalty 2921.407220 = -845816.447626
  nChanged 2
		SP:Iteration 65Q (118796.040000 sec): 3 clusters
  Score: Raw -848738.030293 + Penalty 2921.407220 = -845816.623073
  nChanged 0
		SP:Iteration 66F (118796.260000 sec): 3 clusters
  Score: Raw -848738.030293 + Penalty 2921.407220 = -845816.623073
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (53567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118796.560000 sec): 2 clusters
  Score: Raw -5825793.495182 + Penalty 1769.411879 = -5824024.083303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118797.020000 sec): 3 clusters
  Score: Raw -5791827.410287 + Penalty 3538.823758 = -5788288.586529
  nChanged 25228
		SP:Iteration 1F (118797.440000 sec): 3 clusters
  Score: Raw -5805944.370140 + Penalty 3538.823758 = -5802405.546382
  nChanged 1918
		SP:Iteration 2Q (118797.910000 sec): 3 clusters
  Score: Raw -5806476.393684 + Penalty 3538.823758 = -5802937.569926
  nChanged 1950
		SP:Iteration 3Q (118798.390000 sec): 3 clusters
  Score: Raw -5807106.114425 + Penalty 3538.823758 = -5803567.290667
  nChanged 2174
		SP:Iteration 4Q (118798.800000 sec): 3 clusters
  Score: Raw -5807956.403242 + Penalty 3538.823758 = -5804417.579485
  nChanged 2463
		SP:Iteration 5Q (118799.200000 sec): 3 clusters
  Score: Raw -5809157.807111 + Penalty 3538.823758 = -5805618.983353
  nChanged 2916
		SP:Iteration 6F (118799.620000 sec): 3 clusters
  Score: Raw -5811037.072969 + Penalty 3538.823758 = -5807498.249211
  nChanged 3308
		SP:Iteration 7F (118800.050000 sec): 3 clusters
  Score: Raw -5813725.169501 + Penalty 3538.823758 = -5810186.345743
  nChanged 3530
		SP:Iteration 8F (118800.480000 sec): 3 clusters
  Score: Raw -5816826.846127 + Penalty 3538.823758 = -5813288.022369
  nChanged 3115
		SP:Iteration 9F (118800.950000 sec): 3 clusters
  Score: Raw -5819103.480100 + Penalty 3538.823758 = -5815564.656342
  nChanged 2148
		SP:Iteration 10Q (118801.350000 sec): 3 clusters
  Score: Raw -5820344.485690 + Penalty 3538.823758 = -5816805.661932
  nChanged 1505
		SP:Iteration 11Q (118801.840000 sec): 3 clusters
  Score: Raw -5821199.628536 + Penalty 3538.823758 = -5817660.804778
  nChanged 1182
		SP:Iteration 12Q (118802.300000 sec): 3 clusters
  Score: Raw -5821944.296272 + Penalty 3538.823758 = -5818405.472514
  nChanged 1048
		SP:Iteration 13Q (118802.710000 sec): 3 clusters
  Score: Raw -5822590.221671 + Penalty 3538.823758 = -5819051.397913
  nChanged 959
		SP:Iteration 14Q (118803.090000 sec): 3 clusters
  Score: Raw -5823075.474610 + Penalty 3538.823758 = -5819536.650852
  nChanged 810
		SP:Iteration 15Q (118803.570000 sec): 3 clusters
  Score: Raw -5823451.580711 + Penalty 3538.823758 = -5819912.756953
  nChanged 713
		SP:Iteration 16Q (118803.880000 sec): 3 clusters
  Score: Raw -5823753.281433 + Penalty 3538.823758 = -5820214.457675
  nChanged 617
		SP:Iteration 17Q (118804.280000 sec): 3 clusters
  Score: Raw -5823990.174915 + Penalty 3538.823758 = -5820451.351157
  nChanged 559
		SP:Iteration 18Q (118804.670000 sec): 3 clusters
  Score: Raw -5824197.397949 + Penalty 3538.823758 = -5820658.574191
  nChanged 507
		SP:Iteration 19Q (118805.080000 sec): 3 clusters
  Score: Raw -5824355.805117 + Penalty 3538.823758 = -5820816.981359
  nChanged 447
		SP:Iteration 20F (118805.550000 sec): 3 clusters
  Score: Raw -5824493.766408 + Penalty 3538.823758 = -5820954.942650
  nChanged 420
		SP:Iteration 21Q (118805.940000 sec): 3 clusters
  Score: Raw -5824609.149728 + Penalty 3538.823758 = -5821070.325970
  nChanged 379
		SP:Iteration 22Q (118806.310000 sec): 3 clusters
  Score: Raw -5824712.755706 + Penalty 3538.823758 = -5821173.931948
  nChanged 376
		SP:Iteration 23Q (118806.750000 sec): 3 clusters
  Score: Raw -5824809.773834 + Penalty 3538.823758 = -5821270.950076
  nChanged 329
		SP:Iteration 24Q (118807.170000 sec): 3 clusters
  Score: Raw -5824892.071997 + Penalty 3538.823758 = -5821353.248240
  nChanged 304
		SP:Iteration 25Q (118807.590000 sec): 3 clusters
  Score: Raw -5824964.678408 + Penalty 3538.823758 = -5821425.854650
  nChanged 296
		SP:Iteration 26Q (118807.980000 sec): 3 clusters
  Score: Raw -5825034.833935 + Penalty 3538.823758 = -5821496.010177
  nChanged 292
		SP:Iteration 27Q (118808.390000 sec): 3 clusters
  Score: Raw -5825100.394816 + Penalty 3538.823758 = -5821561.571059
  nChanged 290
		SP:Iteration 28Q (118808.780000 sec): 3 clusters
  Score: Raw -5825171.430205 + Penalty 3538.823758 = -5821632.606447
  nChanged 300
		SP:Iteration 29Q (118809.170000 sec): 3 clusters
  Score: Raw -5825246.219473 + Penalty 3538.823758 = -5821707.395715
  nChanged 311
		SP:Iteration 30Q (118809.610000 sec): 3 clusters
  Score: Raw -5825326.588416 + Penalty 3538.823758 = -5821787.764658
  nChanged 299
		SP:Iteration 31Q (118809.980000 sec): 3 clusters
  Score: Raw -5825403.676139 + Penalty 3538.823758 = -5821864.852381
  nChanged 256
		SP:Iteration 32Q (118810.400000 sec): 3 clusters
  Score: Raw -5825469.015714 + Penalty 3538.823758 = -5821930.191957
  nChanged 239
		SP:Iteration 33Q (118810.760000 sec): 3 clusters
  Score: Raw -5825533.662809 + Penalty 3538.823758 = -5821994.839051
  nChanged 233
		SP:Iteration 34Q (118811.140000 sec): 3 clusters
  Score: Raw -5825592.242464 + Penalty 3538.823758 = -5822053.418706
  nChanged 212
		SP:Iteration 35Q (118811.510000 sec): 3 clusters
  Score: Raw -5825640.644563 + Penalty 3538.823758 = -5822101.820805
  nChanged 179
		SP:Iteration 36Q (118811.800000 sec): 3 clusters
  Score: Raw -5825674.871189 + Penalty 3538.823758 = -5822136.047431
  nChanged 152
		SP:Iteration 37Q (118812.150000 sec): 3 clusters
  Score: Raw -5825703.881806 + Penalty 3538.823758 = -5822165.058048
  nChanged 143
		SP:Iteration 38Q (118812.530000 sec): 3 clusters
  Score: Raw -5825730.733448 + Penalty 3538.823758 = -5822191.909690
  nChanged 122
		SP:Iteration 39Q (118812.940000 sec): 3 clusters
  Score: Raw -5825751.503333 + Penalty 3538.823758 = -5822212.679575
  nChanged 113
		SP:Iteration 40F (118813.320000 sec): 3 clusters
  Score: Raw -5825770.827170 + Penalty 3538.823758 = -5822232.003412
  nChanged 106
		SP:Iteration 41Q (118813.690000 sec): 3 clusters
  Score: Raw -5825790.007472 + Penalty 3538.823758 = -5822251.183714
  nChanged 108
		SP:Iteration 42Q (118814.080000 sec): 3 clusters
  Score: Raw -5825808.936349 + Penalty 3538.823758 = -5822270.112592
  nChanged 88
		SP:Iteration 43Q (118814.460000 sec): 3 clusters
  Score: Raw -5825822.721501 + Penalty 3538.823758 = -5822283.897743
  nChanged 68
		SP:Iteration 44Q (118814.840000 sec): 3 clusters
  Score: Raw -5825832.086853 + Penalty 3538.823758 = -5822293.263095
  nChanged 71
		SP:Iteration 45Q (118815.270000 sec): 3 clusters
  Score: Raw -5825842.811443 + Penalty 3538.823758 = -5822303.987685
  nChanged 69
		SP:Iteration 46Q (118815.700000 sec): 3 clusters
  Score: Raw -5825852.789661 + Penalty 3538.823758 = -5822313.965903
  nChanged 56
		SP:Iteration 47Q (118816.080000 sec): 3 clusters
  Score: Raw -5825860.776506 + Penalty 3538.823758 = -5822321.952749
  nChanged 49
		SP:Iteration 48Q (118816.510000 sec): 3 clusters
  Score: Raw -5825867.931182 + Penalty 3538.823758 = -5822329.107424
  nChanged 43
		SP:Iteration 49Q (118816.870000 sec): 3 clusters
  Score: Raw -5825874.651643 + Penalty 3538.823758 = -5822335.827885
  nChanged 50
		SP:Iteration 50Q (118817.300000 sec): 3 clusters
  Score: Raw -5825881.812824 + Penalty 3538.823758 = -5822342.989066
  nChanged 47
		SP:Iteration 51Q (118817.690000 sec): 3 clusters
  Score: Raw -5825887.473276 + Penalty 3538.823758 = -5822348.649519
  nChanged 41
		SP:Iteration 52Q (118818.100000 sec): 3 clusters
  Score: Raw -5825892.075830 + Penalty 3538.823758 = -5822353.252072
  nChanged 27
		SP:Iteration 53Q (118818.490000 sec): 3 clusters
  Score: Raw -5825894.771482 + Penalty 3538.823758 = -5822355.947724
  nChanged 27
		SP:Iteration 54Q (118818.820000 sec): 3 clusters
  Score: Raw -5825898.147192 + Penalty 3538.823758 = -5822359.323434
  nChanged 27
		SP:Iteration 55Q (118819.300000 sec): 3 clusters
  Score: Raw -5825901.647447 + Penalty 3538.823758 = -5822362.823689
  nChanged 24
		SP:Iteration 56Q (118819.630000 sec): 3 clusters
  Score: Raw -5825904.696043 + Penalty 3538.823758 = -5822365.872285
  nChanged 25
		SP:Iteration 57Q (118819.990000 sec): 3 clusters
  Score: Raw -5825907.845341 + Penalty 3538.823758 = -5822369.021583
  nChanged 31
		SP:Iteration 58Q (118820.360000 sec): 3 clusters
  Score: Raw -5825911.952539 + Penalty 3538.823758 = -5822373.128781
  nChanged 29
		SP:Iteration 59Q (118820.710000 sec): 3 clusters
  Score: Raw -5825915.429964 + Penalty 3538.823758 = -5822376.606206
  nChanged 23
		SP:Iteration 60F (118821.120000 sec): 3 clusters
  Score: Raw -5825918.855259 + Penalty 3538.823758 = -5822380.031501
  nChanged 26
		SP:Iteration 61Q (118821.540000 sec): 3 clusters
  Score: Raw -5825922.732209 + Penalty 3538.823758 = -5822383.908451
  nChanged 36
		SP:Iteration 62Q (118821.920000 sec): 3 clusters
  Score: Raw -5825927.225288 + Penalty 3538.823758 = -5822388.401530
  nChanged 36
		SP:Iteration 63Q (118822.300000 sec): 3 clusters
  Score: Raw -5825932.198240 + Penalty 3538.823758 = -5822393.374482
  nChanged 38
		SP:Iteration 64Q (118822.760000 sec): 3 clusters
  Score: Raw -5825936.914649 + Penalty 3538.823758 = -5822398.090891
  nChanged 33
		SP:Iteration 65Q (118823.140000 sec): 3 clusters
  Score: Raw -5825941.413765 + Penalty 3538.823758 = -5822402.590007
  nChanged 30
		SP:Iteration 66Q (118823.520000 sec): 3 clusters
  Score: Raw -5825946.194482 + Penalty 3538.823758 = -5822407.370724
  nChanged 37
		SP:Iteration 67Q (118823.890000 sec): 3 clusters
  Score: Raw -5825950.828904 + Penalty 3538.823758 = -5822412.005147
  nChanged 23
		SP:Iteration 68Q (118824.270000 sec): 3 clusters
  Score: Raw -5825954.148512 + Penalty 3538.823758 = -5822415.324754
  nChanged 30
		SP:Iteration 69Q (118824.650000 sec): 3 clusters
  Score: Raw -5825957.893378 + Penalty 3538.823758 = -5822419.069620
  nChanged 23
		SP:Iteration 70Q (118825.030000 sec): 3 clusters
  Score: Raw -5825960.903427 + Penalty 3538.823758 = -5822422.079669
  nChanged 22
		SP:Iteration 71Q (118825.380000 sec): 3 clusters
  Score: Raw -5825963.606108 + Penalty 3538.823758 = -5822424.782351
  nChanged 30
		SP:Iteration 72Q (118825.740000 sec): 3 clusters
  Score: Raw -5825967.319656 + Penalty 3538.823758 = -5822428.495898
  nChanged 26
		SP:Iteration 73Q (118826.140000 sec): 3 clusters
  Score: Raw -5825970.769473 + Penalty 3538.823758 = -5822431.945715
  nChanged 14
		SP:Iteration 74Q (118826.570000 sec): 3 clusters
  Score: Raw -5825972.950974 + Penalty 3538.823758 = -5822434.127216
  nChanged 15
		SP:Iteration 75Q (118826.980000 sec): 3 clusters
  Score: Raw -5825975.207793 + Penalty 3538.823758 = -5822436.384035
  nChanged 23
		SP:Iteration 76Q (118827.360000 sec): 3 clusters
  Score: Raw -5825978.023592 + Penalty 3538.823758 = -5822439.199834
  nChanged 17
		SP:Iteration 77Q (118827.720000 sec): 3 clusters
  Score: Raw -5825980.328377 + Penalty 3538.823758 = -5822441.504619
  nChanged 16
		SP:Iteration 78Q (118828.090000 sec): 3 clusters
  Score: Raw -5825982.693984 + Penalty 3538.823758 = -5822443.870226
  nChanged 15
		SP:Iteration 79Q (118828.470000 sec): 3 clusters
  Score: Raw -5825984.555407 + Penalty 3538.823758 = -5822445.731649
  nChanged 17
		SP:Iteration 80F (118828.850000 sec): 3 clusters
  Score: Raw -5825986.603733 + Penalty 3538.823758 = -5822447.779975
  nChanged 13
		SP:Iteration 81Q (118829.280000 sec): 3 clusters
  Score: Raw -5825988.135839 + Penalty 3538.823758 = -5822449.312081
  nChanged 15
		SP:Iteration 82Q (118829.660000 sec): 3 clusters
  Score: Raw -5825989.876660 + Penalty 3538.823758 = -5822451.052902
  nChanged 9
		SP:Iteration 83Q (118830.030000 sec): 3 clusters
  Score: Raw -5825991.514282 + Penalty 3538.823758 = -5822452.690524
  nChanged 19
		SP:Iteration 84Q (118830.410000 sec): 3 clusters
  Score: Raw -5825994.233783 + Penalty 3538.823758 = -5822455.410025
  nChanged 20
		SP:Iteration 85Q (118830.770000 sec): 3 clusters
  Score: Raw -5825996.582964 + Penalty 3538.823758 = -5822457.759206
  nChanged 12
		SP:Iteration 86Q (118831.160000 sec): 3 clusters
  Score: Raw -5825997.931955 + Penalty 3538.823758 = -5822459.108197
  nChanged 11
		SP:Iteration 87Q (118831.580000 sec): 3 clusters
  Score: Raw -5825999.147534 + Penalty 3538.823758 = -5822460.323776
  nChanged 10
		SP:Iteration 88Q (118831.960000 sec): 3 clusters
  Score: Raw -5826000.045150 + Penalty 3538.823758 = -5822461.221392
  nChanged 5
		SP:Iteration 89Q (118832.320000 sec): 3 clusters
  Score: Raw -5826000.430222 + Penalty 3538.823758 = -5822461.606464
  nChanged 3
		SP:Iteration 90Q (118832.710000 sec): 3 clusters
  Score: Raw -5826000.635545 + Penalty 3538.823758 = -5822461.811787
  nChanged 2
		SP:Iteration 91Q (118833.080000 sec): 3 clusters
  Score: Raw -5826000.881761 + Penalty 3538.823758 = -5822462.058003
  nChanged 1
		SP:Iteration 92Q (118833.490000 sec): 3 clusters
  Score: Raw -5826000.938668 + Penalty 3538.823758 = -5822462.114910
  nChanged 3
		SP:Iteration 93Q (118833.850000 sec): 3 clusters
  Score: Raw -5826001.475416 + Penalty 3538.823758 = -5822462.651658
  nChanged 6
		SP:Iteration 94Q (118834.280000 sec): 3 clusters
  Score: Raw -5826002.214897 + Penalty 3538.823758 = -5822463.391140
  nChanged 4
		SP:Iteration 95Q (118834.610000 sec): 3 clusters
  Score: Raw -5826002.648637 + Penalty 3538.823758 = -5822463.824879
  nChanged 2
		SP:Iteration 96Q (118835.010000 sec): 3 clusters
  Score: Raw -5826002.798443 + Penalty 3538.823758 = -5822463.974685
  nChanged 2
		SP:Iteration 97Q (118835.350000 sec): 3 clusters
  Score: Raw -5826002.984521 + Penalty 3538.823758 = -5822464.160764
  nChanged 1
		SP:Iteration 98Q (118835.800000 sec): 3 clusters
  Score: Raw -5826003.045966 + Penalty 3538.823758 = -5822464.222208
  nChanged 1
		SP:Iteration 99Q (118836.150000 sec): 3 clusters
  Score: Raw -5826003.119179 + Penalty 3538.823758 = -5822464.295421
  nChanged 3
		SP:Iteration 100F (118836.560000 sec): 3 clusters
  Score: Raw -5826003.288278 + Penalty 3538.823758 = -5822464.464521
  nChanged 1
		SP:Iteration 101Q (118836.890000 sec): 3 clusters
  Score: Raw -5826003.383551 + Penalty 3538.823758 = -5822464.559793
  nChanged 0
		SP:Iteration 102F (118837.270000 sec): 3 clusters
  Score: Raw -5826003.383551 + Penalty 3538.823758 = -5822464.559793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118837.390000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118837.610000 sec): 3 clusters
  Score: Raw -45496.972489 + Penalty 1980.410175 = -43516.562314
  nChanged 86
		SP:Iteration 1F (118837.770000 sec): 3 clusters
  Score: Raw -45629.223405 + Penalty 1980.410175 = -43648.813229
  nChanged 24
		SP:Iteration 2F (118837.950000 sec): 3 clusters
  Score: Raw -45673.475778 + Penalty 1980.410175 = -43693.065602
  nChanged 8
		SP:Iteration 3Q (118838.170000 sec): 3 clusters
  Score: Raw -45689.957931 + Penalty 1980.410175 = -43709.547756
  nChanged 9
		SP:Iteration 4Q (118838.330000 sec): 3 clusters
  Score: Raw -45701.062292 + Penalty 1980.410175 = -43720.652117
  nChanged 1
		SP:Iteration 5Q (118838.490000 sec): 3 clusters
  Score: Raw -45702.049606 + Penalty 1980.410175 = -43721.639431
  nChanged 2
		SP:Iteration 6Q (118838.650000 sec): 3 clusters
  Score: Raw -45703.454112 + Penalty 1980.410175 = -43723.043937
  nChanged 1
		SP:Iteration 7Q (118838.830000 sec): 3 clusters
  Score: Raw -45704.873361 + Penalty 1980.410175 = -43724.463186
  nChanged 0
		SP:Iteration 8F (118839.000000 sec): 3 clusters
  Score: Raw -45704.873361 + Penalty 1980.410175 = -43724.463186
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118839.090000 sec): 2 clusters
  Score: Raw -106784.829708 + Penalty 1139.615066 = -105645.214642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118839.290000 sec): 3 clusters
  Score: Raw -106439.795928 + Penalty 2279.230132 = -104160.565796
  nChanged 325
		SP:Iteration 1F (118839.440000 sec): 3 clusters
  Score: Raw -106711.109565 + Penalty 2279.230132 = -104431.879434
  nChanged 77
		SP:Iteration 2F (118839.610000 sec): 3 clusters
  Score: Raw -106803.280616 + Penalty 2279.230132 = -104524.050484
  nChanged 60
		SP:Iteration 3F (118839.790000 sec): 3 clusters
  Score: Raw -106869.832746 + Penalty 2279.230132 = -104590.602615
  nChanged 54
		SP:Iteration 4Q (118839.970000 sec): 3 clusters
  Score: Raw -106952.977254 + Penalty 2279.230132 = -104673.747122
  nChanged 58
		SP:Iteration 5F (118840.150000 sec): 3 clusters
  Score: Raw -107058.766713 + Penalty 2279.230132 = -104779.536581
  nChanged 61
		SP:Iteration 6F (118840.330000 sec): 3 clusters
  Score: Raw -107146.005848 + Penalty 2279.230132 = -104866.775717
  nChanged 42
		SP:Iteration 7Q (118840.520000 sec): 3 clusters
  Score: Raw -107193.198642 + Penalty 2279.230132 = -104913.968511
  nChanged 22
		SP:Iteration 8Q (118840.710000 sec): 3 clusters
  Score: Raw -107215.943422 + Penalty 2279.230132 = -104936.713290
  nChanged 25
		SP:Iteration 9Q (118840.850000 sec): 3 clusters
  Score: Raw -107248.436010 + Penalty 2279.230132 = -104969.205878
  nChanged 20
		SP:Iteration 10Q (118841.010000 sec): 3 clusters
  Score: Raw -107273.274048 + Penalty 2279.230132 = -104994.043917
  nChanged 10
		SP:Iteration 11Q (118841.220000 sec): 3 clusters
  Score: Raw -107287.653364 + Penalty 2279.230132 = -105008.423232
  nChanged 8
		SP:Iteration 12Q (118841.390000 sec): 3 clusters
  Score: Raw -107293.901131 + Penalty 2279.230132 = -105014.670999
  nChanged 5
		SP:Iteration 13Q (118841.580000 sec): 3 clusters
  Score: Raw -107298.361040 + Penalty 2279.230132 = -105019.130908
  nChanged 2
		SP:Iteration 14Q (118841.760000 sec): 3 clusters
  Score: Raw -107299.605746 + Penalty 2279.230132 = -105020.375615
  nChanged 1
		SP:Iteration 15Q (118841.930000 sec): 3 clusters
  Score: Raw -107301.229208 + Penalty 2279.230132 = -105021.999077
  nChanged 0
		SP:Iteration 16F (118842.130000 sec): 3 clusters
  Score: Raw -107301.229208 + Penalty 2279.230132 = -105021.999077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14632 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118842.310000 sec): 2 clusters
  Score: Raw -1513550.245213 + Penalty 1558.532006 = -1511991.713207
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118842.550000 sec): 3 clusters
  Score: Raw -1505011.315434 + Penalty 3117.064012 = -1501894.251422
  nChanged 6477
		SP:Iteration 1F (118842.810000 sec): 3 clusters
  Score: Raw -1508671.024082 + Penalty 3117.064012 = -1505553.960070
  nChanged 975
		SP:Iteration 2F (118843.010000 sec): 3 clusters
  Score: Raw -1509145.988866 + Penalty 3117.064012 = -1506028.924854
  nChanged 902
		SP:Iteration 3F (118843.270000 sec): 3 clusters
  Score: Raw -1509592.684163 + Penalty 3117.064012 = -1506475.620152
  nChanged 848
		SP:Iteration 4F (118843.490000 sec): 3 clusters
  Score: Raw -1510021.135158 + Penalty 3117.064012 = -1506904.071146
  nChanged 807
		SP:Iteration 5F (118843.730000 sec): 3 clusters
  Score: Raw -1510503.956115 + Penalty 3117.064012 = -1507386.892103
  nChanged 773
		SP:Iteration 6F (118843.960000 sec): 3 clusters
  Score: Raw -1510982.900664 + Penalty 3117.064012 = -1507865.836652
  nChanged 734
		SP:Iteration 7F (118844.210000 sec): 3 clusters
  Score: Raw -1511451.464467 + Penalty 3117.064012 = -1508334.400455
  nChanged 635
		SP:Iteration 8Q (118844.450000 sec): 3 clusters
  Score: Raw -1511868.661209 + Penalty 3117.064012 = -1508751.597197
  nChanged 526
		SP:Iteration 9Q (118844.700000 sec): 3 clusters
  Score: Raw -1512217.478797 + Penalty 3117.064012 = -1509100.414786
  nChanged 438
		SP:Iteration 10Q (118844.890000 sec): 3 clusters
  Score: Raw -1512525.728427 + Penalty 3117.064012 = -1509408.664415
  nChanged 407
		SP:Iteration 11Q (118845.150000 sec): 3 clusters
  Score: Raw -1512824.835424 + Penalty 3117.064012 = -1509707.771413
  nChanged 333
		SP:Iteration 12Q (118845.400000 sec): 3 clusters
  Score: Raw -1513028.370402 + Penalty 3117.064012 = -1509911.306390
  nChanged 232
		SP:Iteration 13Q (118845.610000 sec): 3 clusters
  Score: Raw -1513169.656717 + Penalty 3117.064012 = -1510052.592705
  nChanged 192
		SP:Iteration 14Q (118845.860000 sec): 3 clusters
  Score: Raw -1513290.491532 + Penalty 3117.064012 = -1510173.427520
  nChanged 176
		SP:Iteration 15Q (118846.070000 sec): 3 clusters
  Score: Raw -1513407.566389 + Penalty 3117.064012 = -1510290.502378
  nChanged 141
		SP:Iteration 16Q (118846.290000 sec): 3 clusters
  Score: Raw -1513506.291504 + Penalty 3117.064012 = -1510389.227492
  nChanged 125
		SP:Iteration 17Q (118846.530000 sec): 3 clusters
  Score: Raw -1513591.504287 + Penalty 3117.064012 = -1510474.440275
  nChanged 78
		SP:Iteration 18Q (118846.750000 sec): 3 clusters
  Score: Raw -1513650.225577 + Penalty 3117.064012 = -1510533.161565
  nChanged 59
		SP:Iteration 19Q (118847.010000 sec): 3 clusters
  Score: Raw -1513698.164939 + Penalty 3117.064012 = -1510581.100928
  nChanged 53
		SP:Iteration 20F (118847.290000 sec): 3 clusters
  Score: Raw -1513740.210083 + Penalty 3117.064012 = -1510623.146071
  nChanged 36
		SP:Iteration 21Q (118847.520000 sec): 3 clusters
  Score: Raw -1513770.387727 + Penalty 3117.064012 = -1510653.323715
  nChanged 25
		SP:Iteration 22Q (118847.700000 sec): 3 clusters
  Score: Raw -1513787.390952 + Penalty 3117.064012 = -1510670.326941
  nChanged 18
		SP:Iteration 23Q (118847.910000 sec): 3 clusters
  Score: Raw -1513796.510225 + Penalty 3117.064012 = -1510679.446213
  nChanged 13
		SP:Iteration 24Q (118848.140000 sec): 3 clusters
  Score: Raw -1513806.165949 + Penalty 3117.064012 = -1510689.101937
  nChanged 11
		SP:Iteration 25Q (118848.370000 sec): 3 clusters
  Score: Raw -1513811.340082 + Penalty 3117.064012 = -1510694.276070
  nChanged 7
		SP:Iteration 26Q (118848.580000 sec): 3 clusters
  Score: Raw -1513816.293358 + Penalty 3117.064012 = -1510699.229347
  nChanged 5
		SP:Iteration 27Q (118848.840000 sec): 3 clusters
  Score: Raw -1513818.928260 + Penalty 3117.064012 = -1510701.864249
  nChanged 4
		SP:Iteration 28Q (118849.070000 sec): 3 clusters
  Score: Raw -1513822.840057 + Penalty 3117.064012 = -1510705.776045
  nChanged 3
		SP:Iteration 29Q (118849.290000 sec): 3 clusters
  Score: Raw -1513824.635904 + Penalty 3117.064012 = -1510707.571892
  nChanged 4
		SP:Iteration 30Q (118849.540000 sec): 3 clusters
  Score: Raw -1513827.277907 + Penalty 3117.064012 = -1510710.213896
  nChanged 4
		SP:Iteration 31Q (118849.750000 sec): 3 clusters
  Score: Raw -1513828.560790 + Penalty 3117.064012 = -1510711.496779
  nChanged 3
		SP:Iteration 32Q (118849.980000 sec): 3 clusters
  Score: Raw -1513830.675950 + Penalty 3117.064012 = -1510713.611938
  nChanged 5
		SP:Iteration 33Q (118850.210000 sec): 3 clusters
  Score: Raw -1513834.327747 + Penalty 3117.064012 = -1510717.263736
  nChanged 6
		SP:Iteration 34Q (118850.430000 sec): 3 clusters
  Score: Raw -1513838.566612 + Penalty 3117.064012 = -1510721.502600
  nChanged 4
		SP:Iteration 35Q (118850.600000 sec): 3 clusters
  Score: Raw -1513839.658682 + Penalty 3117.064012 = -1510722.594671
  nChanged 2
		SP:Iteration 36Q (118850.830000 sec): 3 clusters
  Score: Raw -1513840.789793 + Penalty 3117.064012 = -1510723.725782
  nChanged 3
		SP:Iteration 37Q (118851.060000 sec): 3 clusters
  Score: Raw -1513842.711573 + Penalty 3117.064012 = -1510725.647561
  nChanged 6
		SP:Iteration 38Q (118851.300000 sec): 3 clusters
  Score: Raw -1513848.887990 + Penalty 3117.064012 = -1510731.823978
  nChanged 10
		SP:Iteration 39Q (118851.550000 sec): 3 clusters
  Score: Raw -1513855.884952 + Penalty 3117.064012 = -1510738.820940
  nChanged 6
		SP:Iteration 40F (118851.800000 sec): 3 clusters
  Score: Raw -1513859.297536 + Penalty 3117.064012 = -1510742.233524
  nChanged 3
		SP:Iteration 41Q (118852.020000 sec): 3 clusters
  Score: Raw -1513861.026484 + Penalty 3117.064012 = -1510743.962472
  nChanged 1
		SP:Iteration 42Q (118852.240000 sec): 3 clusters
  Score: Raw -1513861.559322 + Penalty 3117.064012 = -1510744.495310
  nChanged 1
		SP:Iteration 43Q (118852.430000 sec): 3 clusters
  Score: Raw -1513862.882407 + Penalty 3117.064012 = -1510745.818395
  nChanged 2
		SP:Iteration 44Q (118852.670000 sec): 3 clusters
  Score: Raw -1513863.614897 + Penalty 3117.064012 = -1510746.550885
  nChanged 1
		SP:Iteration 45Q (118852.890000 sec): 3 clusters
  Score: Raw -1513864.433671 + Penalty 3117.064012 = -1510747.369659
  nChanged 1
		SP:Iteration 46Q (118853.140000 sec): 3 clusters
  Score: Raw -1513864.693466 + Penalty 3117.064012 = -1510747.629454
  nChanged 1
		SP:Iteration 47Q (118853.340000 sec): 3 clusters
  Score: Raw -1513866.009197 + Penalty 3117.064012 = -1510748.945186
  nChanged 3
		SP:Iteration 48Q (118853.590000 sec): 3 clusters
  Score: Raw -1513868.236670 + Penalty 3117.064012 = -1510751.172658
  nChanged 2
		SP:Iteration 49Q (118853.780000 sec): 3 clusters
  Score: Raw -1513869.457133 + Penalty 3117.064012 = -1510752.393121
  nChanged 1
		SP:Iteration 50Q (118854.030000 sec): 3 clusters
  Score: Raw -1513869.996319 + Penalty 3117.064012 = -1510752.932308
  nChanged 1
		SP:Iteration 51Q (118854.230000 sec): 3 clusters
  Score: Raw -1513870.416656 + Penalty 3117.064012 = -1510753.352644
  nChanged 0
		SP:Iteration 52F (118854.450000 sec): 3 clusters
  Score: Raw -1513870.416656 + Penalty 3117.064012 = -1510753.352644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118854.550000 sec): 2 clusters
  Score: Raw -107869.378315 + Penalty 1147.048200 = -106722.330115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118854.770000 sec): 3 clusters
  Score: Raw -107484.320447 + Penalty 2294.096400 = -105190.224047
  nChanged 365
		SP:Iteration 1F (118854.920000 sec): 3 clusters
  Score: Raw -107822.368704 + Penalty 2294.096400 = -105528.272305
  nChanged 86
		SP:Iteration 2F (118855.130000 sec): 3 clusters
  Score: Raw -107915.504499 + Penalty 2294.096400 = -105621.408100
  nChanged 75
		SP:Iteration 3F (118855.300000 sec): 3 clusters
  Score: Raw -108023.486572 + Penalty 2294.096400 = -105729.390173
  nChanged 69
		SP:Iteration 4F (118855.460000 sec): 3 clusters
  Score: Raw -108119.072568 + Penalty 2294.096400 = -105824.976168
  nChanged 67
		SP:Iteration 5F (118855.660000 sec): 3 clusters
  Score: Raw -108209.897501 + Penalty 2294.096400 = -105915.801102
  nChanged 43
		SP:Iteration 6Q (118855.800000 sec): 3 clusters
  Score: Raw -108286.159104 + Penalty 2294.096400 = -105992.062705
  nChanged 39
		SP:Iteration 7Q (118855.980000 sec): 3 clusters
  Score: Raw -108371.567144 + Penalty 2294.096400 = -106077.470745
  nChanged 28
		SP:Iteration 8Q (118856.160000 sec): 3 clusters
  Score: Raw -108403.837678 + Penalty 2294.096400 = -106109.741278
  nChanged 16
		SP:Iteration 9Q (118856.330000 sec): 3 clusters
  Score: Raw -108421.576243 + Penalty 2294.096400 = -106127.479843
  nChanged 9
		SP:Iteration 10Q (118856.500000 sec): 3 clusters
  Score: Raw -108439.831900 + Penalty 2294.096400 = -106145.735500
  nChanged 16
		SP:Iteration 11Q (118856.650000 sec): 3 clusters
  Score: Raw -108465.413034 + Penalty 2294.096400 = -106171.316634
  nChanged 19
		SP:Iteration 12Q (118856.830000 sec): 3 clusters
  Score: Raw -108483.980142 + Penalty 2294.096400 = -106189.883742
  nChanged 12
		SP:Iteration 13Q (118857.020000 sec): 3 clusters
  Score: Raw -108496.084197 + Penalty 2294.096400 = -106201.987798
  nChanged 10
		SP:Iteration 14Q (118857.180000 sec): 3 clusters
  Score: Raw -108513.040578 + Penalty 2294.096400 = -106218.944178
  nChanged 15
		SP:Iteration 15Q (118857.330000 sec): 3 clusters
  Score: Raw -108532.774357 + Penalty 2294.096400 = -106238.677957
  nChanged 11
		SP:Iteration 16Q (118857.510000 sec): 3 clusters
  Score: Raw -108552.980553 + Penalty 2294.096400 = -106258.884153
  nChanged 8
		SP:Iteration 17Q (118857.690000 sec): 3 clusters
  Score: Raw -108568.216101 + Penalty 2294.096400 = -106274.119701
  nChanged 10
		SP:Iteration 18Q (118857.870000 sec): 3 clusters
  Score: Raw -108584.070358 + Penalty 2294.096400 = -106289.973958
  nChanged 14
		SP:Iteration 19Q (118858.020000 sec): 3 clusters
  Score: Raw -108598.189938 + Penalty 2294.096400 = -106304.093538
  nChanged 10
		SP:Iteration 20F (118858.260000 sec): 3 clusters
  Score: Raw -108609.194621 + Penalty 2294.096400 = -106315.098222
  nChanged 8
		SP:Iteration 21Q (118858.440000 sec): 3 clusters
  Score: Raw -108614.432928 + Penalty 2294.096400 = -106320.336528
  nChanged 4
		SP:Iteration 22Q (118858.640000 sec): 3 clusters
  Score: Raw -108617.228452 + Penalty 2294.096400 = -106323.132053
  nChanged 5
		SP:Iteration 23Q (118858.820000 sec): 3 clusters
  Score: Raw -108624.373080 + Penalty 2294.096400 = -106330.276680
  nChanged 4
		SP:Iteration 24Q (118858.980000 sec): 3 clusters
  Score: Raw -108629.763859 + Penalty 2294.096400 = -106335.667460
  nChanged 2
		SP:Iteration 25Q (118859.090000 sec): 3 clusters
  Score: Raw -108630.482410 + Penalty 2294.096400 = -106336.386011
  nChanged 2
		SP:Iteration 26Q (118859.300000 sec): 3 clusters
  Score: Raw -108632.124043 + Penalty 2294.096400 = -106338.027644
  nChanged 0
		SP:Iteration 27F (118859.450000 sec): 3 clusters
  Score: Raw -108632.124043 + Penalty 2294.096400 = -106338.027644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118859.670000 sec): 2 clusters
  Score: Raw -2367657.208770 + Penalty 1629.873056 = -2366027.335714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118859.960000 sec): 3 clusters
  Score: Raw -2353928.423884 + Penalty 3259.746112 = -2350668.677772
  nChanged 10317
		SP:Iteration 1F (118860.250000 sec): 3 clusters
  Score: Raw -2359725.241602 + Penalty 3259.746112 = -2356465.495490
  nChanged 1154
		SP:Iteration 2F (118860.500000 sec): 3 clusters
  Score: Raw -2360212.244856 + Penalty 3259.746112 = -2356952.498744
  nChanged 1122
		SP:Iteration 3Q (118860.760000 sec): 3 clusters
  Score: Raw -2360669.074753 + Penalty 3259.746112 = -2357409.328641
  nChanged 1116
		SP:Iteration 4Q (118861.070000 sec): 3 clusters
  Score: Raw -2361171.154000 + Penalty 3259.746112 = -2357911.407889
  nChanged 1120
		SP:Iteration 5Q (118861.360000 sec): 3 clusters
  Score: Raw -2361799.951275 + Penalty 3259.746112 = -2358540.205163
  nChanged 1237
		SP:Iteration 6F (118861.690000 sec): 3 clusters
  Score: Raw -2362522.740913 + Penalty 3259.746112 = -2359262.994801
  nChanged 1170
		SP:Iteration 7F (118861.950000 sec): 3 clusters
  Score: Raw -2363200.302609 + Penalty 3259.746112 = -2359940.556497
  nChanged 1118
		SP:Iteration 8Q (118862.290000 sec): 3 clusters
  Score: Raw -2363903.659251 + Penalty 3259.746112 = -2360643.913139
  nChanged 997
		SP:Iteration 9Q (118862.530000 sec): 3 clusters
  Score: Raw -2364454.202958 + Penalty 3259.746112 = -2361194.456846
  nChanged 856
		SP:Iteration 10Q (118862.840000 sec): 3 clusters
  Score: Raw -2364914.525518 + Penalty 3259.746112 = -2361654.779407
  nChanged 767
		SP:Iteration 11Q (118863.110000 sec): 3 clusters
  Score: Raw -2365351.522923 + Penalty 3259.746112 = -2362091.776811
  nChanged 658
		SP:Iteration 12Q (118863.440000 sec): 3 clusters
  Score: Raw -2365710.130378 + Penalty 3259.746112 = -2362450.384266
  nChanged 603
		SP:Iteration 13Q (118863.720000 sec): 3 clusters
  Score: Raw -2365986.691271 + Penalty 3259.746112 = -2362726.945159
  nChanged 487
		SP:Iteration 14Q (118863.980000 sec): 3 clusters
  Score: Raw -2366181.842958 + Penalty 3259.746112 = -2362922.096847
  nChanged 384
		SP:Iteration 15Q (118864.250000 sec): 3 clusters
  Score: Raw -2366311.303088 + Penalty 3259.746112 = -2363051.556977
  nChanged 316
		SP:Iteration 16Q (118864.540000 sec): 3 clusters
  Score: Raw -2366410.459892 + Penalty 3259.746112 = -2363150.713780
  nChanged 254
		SP:Iteration 17Q (118864.840000 sec): 3 clusters
  Score: Raw -2366480.348934 + Penalty 3259.746112 = -2363220.602823
  nChanged 220
		SP:Iteration 18Q (118865.100000 sec): 3 clusters
  Score: Raw -2366536.368652 + Penalty 3259.746112 = -2363276.622540
  nChanged 216
		SP:Iteration 19Q (118865.440000 sec): 3 clusters
  Score: Raw -2366590.888240 + Penalty 3259.746112 = -2363331.142128
  nChanged 202
		SP:Iteration 20F (118865.680000 sec): 3 clusters
  Score: Raw -2366639.063838 + Penalty 3259.746112 = -2363379.317727
  nChanged 205
		SP:Iteration 21Q (118865.910000 sec): 3 clusters
  Score: Raw -2366687.900405 + Penalty 3259.746112 = -2363428.154294
  nChanged 194
		SP:Iteration 22Q (118866.200000 sec): 3 clusters
  Score: Raw -2366738.768961 + Penalty 3259.746112 = -2363479.022849
  nChanged 210
		SP:Iteration 23Q (118866.480000 sec): 3 clusters
  Score: Raw -2366793.803184 + Penalty 3259.746112 = -2363534.057072
  nChanged 205
		SP:Iteration 24Q (118866.690000 sec): 3 clusters
  Score: Raw -2366846.347330 + Penalty 3259.746112 = -2363586.601218
  nChanged 215
		SP:Iteration 25Q (118866.980000 sec): 3 clusters
  Score: Raw -2366905.354930 + Penalty 3259.746112 = -2363645.608818
  nChanged 209
		SP:Iteration 26Q (118867.260000 sec): 3 clusters
  Score: Raw -2366973.328548 + Penalty 3259.746112 = -2363713.582437
  nChanged 218
		SP:Iteration 27Q (118867.520000 sec): 3 clusters
  Score: Raw -2367040.941992 + Penalty 3259.746112 = -2363781.195880
  nChanged 196
		SP:Iteration 28Q (118867.760000 sec): 3 clusters
  Score: Raw -2367097.950647 + Penalty 3259.746112 = -2363838.204536
  nChanged 213
		SP:Iteration 29Q (118868.050000 sec): 3 clusters
  Score: Raw -2367159.785000 + Penalty 3259.746112 = -2363900.038888
  nChanged 212
		SP:Iteration 30Q (118868.300000 sec): 3 clusters
  Score: Raw -2367223.878500 + Penalty 3259.746112 = -2363964.132388
  nChanged 203
		SP:Iteration 31Q (118868.600000 sec): 3 clusters
  Score: Raw -2367285.717121 + Penalty 3259.746112 = -2364025.971009
  nChanged 197
		SP:Iteration 32Q (118868.850000 sec): 3 clusters
  Score: Raw -2367345.620563 + Penalty 3259.746112 = -2364085.874451
  nChanged 186
		SP:Iteration 33Q (118869.110000 sec): 3 clusters
  Score: Raw -2367403.429366 + Penalty 3259.746112 = -2364143.683254
  nChanged 163
		SP:Iteration 34Q (118869.400000 sec): 3 clusters
  Score: Raw -2367457.245719 + Penalty 3259.746112 = -2364197.499607
  nChanged 151
		SP:Iteration 35Q (118869.630000 sec): 3 clusters
  Score: Raw -2367510.413862 + Penalty 3259.746112 = -2364250.667750
  nChanged 147
		SP:Iteration 36Q (118869.870000 sec): 3 clusters
  Score: Raw -2367561.445716 + Penalty 3259.746112 = -2364301.699604
  nChanged 129
		SP:Iteration 37Q (118870.060000 sec): 3 clusters
  Score: Raw -2367605.298641 + Penalty 3259.746112 = -2364345.552529
  nChanged 109
		SP:Iteration 38Q (118870.360000 sec): 3 clusters
  Score: Raw -2367644.525930 + Penalty 3259.746112 = -2364384.779818
  nChanged 122
		SP:Iteration 39Q (118870.660000 sec): 3 clusters
  Score: Raw -2367692.446733 + Penalty 3259.746112 = -2364432.700622
  nChanged 112
		SP:Iteration 40F (118870.920000 sec): 3 clusters
  Score: Raw -2367737.002269 + Penalty 3259.746112 = -2364477.256157
  nChanged 112
		SP:Iteration 41Q (118871.170000 sec): 3 clusters
  Score: Raw -2367774.804376 + Penalty 3259.746112 = -2364515.058265
  nChanged 93
		SP:Iteration 42Q (118871.440000 sec): 3 clusters
  Score: Raw -2367808.462310 + Penalty 3259.746112 = -2364548.716198
  nChanged 85
		SP:Iteration 43Q (118871.700000 sec): 3 clusters
  Score: Raw -2367838.964275 + Penalty 3259.746112 = -2364579.218164
  nChanged 66
		SP:Iteration 44Q (118871.900000 sec): 3 clusters
  Score: Raw -2367860.937148 + Penalty 3259.746112 = -2364601.191036
  nChanged 64
		SP:Iteration 45Q (118872.190000 sec): 3 clusters
  Score: Raw -2367882.774047 + Penalty 3259.746112 = -2364623.027936
  nChanged 52
		SP:Iteration 46Q (118872.470000 sec): 3 clusters
  Score: Raw -2367899.733558 + Penalty 3259.746112 = -2364639.987446
  nChanged 61
		SP:Iteration 47Q (118872.750000 sec): 3 clusters
  Score: Raw -2367922.476748 + Penalty 3259.746112 = -2364662.730636
  nChanged 53
		SP:Iteration 48Q (118872.970000 sec): 3 clusters
  Score: Raw -2367939.107187 + Penalty 3259.746112 = -2364679.361075
  nChanged 46
		SP:Iteration 49Q (118873.230000 sec): 3 clusters
  Score: Raw -2367953.335116 + Penalty 3259.746112 = -2364693.589004
  nChanged 40
		SP:Iteration 50Q (118873.490000 sec): 3 clusters
  Score: Raw -2367966.497800 + Penalty 3259.746112 = -2364706.751689
  nChanged 44
		SP:Iteration 51Q (118873.720000 sec): 3 clusters
  Score: Raw -2367983.012380 + Penalty 3259.746112 = -2364723.266268
  nChanged 46
		SP:Iteration 52Q (118873.960000 sec): 3 clusters
  Score: Raw -2367998.546521 + Penalty 3259.746112 = -2364738.800409
  nChanged 43
		SP:Iteration 53Q (118874.200000 sec): 3 clusters
  Score: Raw -2368012.891284 + Penalty 3259.746112 = -2364753.145172
  nChanged 35
		SP:Iteration 54Q (118874.460000 sec): 3 clusters
  Score: Raw -2368023.637044 + Penalty 3259.746112 = -2364763.890932
  nChanged 31
		SP:Iteration 55Q (118874.750000 sec): 3 clusters
  Score: Raw -2368034.446975 + Penalty 3259.746112 = -2364774.700863
  nChanged 32
		SP:Iteration 56Q (118874.990000 sec): 3 clusters
  Score: Raw -2368045.525187 + Penalty 3259.746112 = -2364785.779075
  nChanged 32
		SP:Iteration 57Q (118875.270000 sec): 3 clusters
  Score: Raw -2368054.824918 + Penalty 3259.746112 = -2364795.078806
  nChanged 20
		SP:Iteration 58Q (118875.530000 sec): 3 clusters
  Score: Raw -2368062.072421 + Penalty 3259.746112 = -2364802.326310
  nChanged 19
		SP:Iteration 59Q (118875.760000 sec): 3 clusters
  Score: Raw -2368068.940305 + Penalty 3259.746112 = -2364809.194193
  nChanged 18
		SP:Iteration 60F (118876.080000 sec): 3 clusters
  Score: Raw -2368075.439859 + Penalty 3259.746112 = -2364815.693747
  nChanged 18
		SP:Iteration 61Q (118876.350000 sec): 3 clusters
  Score: Raw -2368080.904347 + Penalty 3259.746112 = -2364821.158235
  nChanged 8
		SP:Iteration 62Q (118876.620000 sec): 3 clusters
  Score: Raw -2368083.056208 + Penalty 3259.746112 = -2364823.310096
  nChanged 6
		SP:Iteration 63Q (118876.860000 sec): 3 clusters
  Score: Raw -2368084.142961 + Penalty 3259.746112 = -2364824.396849
  nChanged 3
		SP:Iteration 64Q (118877.110000 sec): 3 clusters
  Score: Raw -2368084.664671 + Penalty 3259.746112 = -2364824.918559
  nChanged 3
		SP:Iteration 65Q (118877.380000 sec): 3 clusters
  Score: Raw -2368085.468620 + Penalty 3259.746112 = -2364825.722509
  nChanged 5
		SP:Iteration 66Q (118877.600000 sec): 3 clusters
  Score: Raw -2368087.432436 + Penalty 3259.746112 = -2364827.686325
  nChanged 9
		SP:Iteration 67Q (118877.850000 sec): 3 clusters
  Score: Raw -2368089.999225 + Penalty 3259.746112 = -2364830.253113
  nChanged 4
		SP:Iteration 68Q (118878.140000 sec): 3 clusters
  Score: Raw -2368091.048551 + Penalty 3259.746112 = -2364831.302439
  nChanged 6
		SP:Iteration 69Q (118878.360000 sec): 3 clusters
  Score: Raw -2368092.867886 + Penalty 3259.746112 = -2364833.121774
  nChanged 9
		SP:Iteration 70Q (118878.620000 sec): 3 clusters
  Score: Raw -2368095.946771 + Penalty 3259.746112 = -2364836.200660
  nChanged 6
		SP:Iteration 71Q (118878.880000 sec): 3 clusters
  Score: Raw -2368097.460084 + Penalty 3259.746112 = -2364837.713972
  nChanged 6
		SP:Iteration 72Q (118879.130000 sec): 3 clusters
  Score: Raw -2368099.590859 + Penalty 3259.746112 = -2364839.844748
  nChanged 6
		SP:Iteration 73Q (118879.360000 sec): 3 clusters
  Score: Raw -2368102.088290 + Penalty 3259.746112 = -2364842.342178
  nChanged 6
		SP:Iteration 74Q (118879.630000 sec): 3 clusters
  Score: Raw -2368104.548677 + Penalty 3259.746112 = -2364844.802566
  nChanged 8
		SP:Iteration 75Q (118879.850000 sec): 3 clusters
  Score: Raw -2368106.556489 + Penalty 3259.746112 = -2364846.810377
  nChanged 2
		SP:Iteration 76Q (118880.160000 sec): 3 clusters
  Score: Raw -2368107.112256 + Penalty 3259.746112 = -2364847.366145
  nChanged 5
		SP:Iteration 77Q (118880.370000 sec): 3 clusters
  Score: Raw -2368108.159100 + Penalty 3259.746112 = -2364848.412989
  nChanged 3
		SP:Iteration 78Q (118880.620000 sec): 3 clusters
  Score: Raw -2368108.654431 + Penalty 3259.746112 = -2364848.908320
  nChanged 2
		SP:Iteration 79Q (118880.860000 sec): 3 clusters
  Score: Raw -2368108.940427 + Penalty 3259.746112 = -2364849.194315
  nChanged 1
		SP:Iteration 80F (118881.190000 sec): 3 clusters
  Score: Raw -2368109.166230 + Penalty 3259.746112 = -2364849.420118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118881.260000 sec): 2 clusters
  Score: Raw -21600.403572 + Penalty 889.243984 = -20711.159587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118881.480000 sec): 3 clusters
  Score: Raw -21717.860603 + Penalty 1778.487969 = -19939.372634
  nChanged 44
		SP:Iteration 1F (118881.650000 sec): 3 clusters
  Score: Raw -21813.081726 + Penalty 1778.487969 = -20034.593757
  nChanged 4
		SP:Iteration 2Q (118881.840000 sec): 3 clusters
  Score: Raw -21819.960519 + Penalty 1778.487969 = -20041.472550
  nChanged 1
		SP:Iteration 3Q (118881.950000 sec): 3 clusters
  Score: Raw -21822.123057 + Penalty 1778.487969 = -20043.635088
  nChanged 0
		SP:Iteration 4F (118882.110000 sec): 3 clusters
  Score: Raw -21822.123057 + Penalty 1778.487969 = -20043.635088
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (34954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118882.360000 sec): 2 clusters
  Score: Raw -3877874.200179 + Penalty 1700.040581 = -3876174.159598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118882.720000 sec): 3 clusters
  Score: Raw -3856259.708409 + Penalty 3400.081162 = -3852859.627247
  nChanged 16066
		SP:Iteration 1F (118883.020000 sec): 3 clusters
  Score: Raw -3864904.177602 + Penalty 3400.081162 = -3861504.096441
  nChanged 1308
		SP:Iteration 2Q (118883.430000 sec): 3 clusters
  Score: Raw -3865245.078913 + Penalty 3400.081162 = -3861844.997751
  nChanged 1232
		SP:Iteration 3Q (118883.750000 sec): 3 clusters
  Score: Raw -3865566.084634 + Penalty 3400.081162 = -3862166.003472
  nChanged 1176
		SP:Iteration 4Q (118884.110000 sec): 3 clusters
  Score: Raw -3865889.582384 + Penalty 3400.081162 = -3862489.501222
  nChanged 1177
		SP:Iteration 5Q (118884.410000 sec): 3 clusters
  Score: Raw -3866268.899063 + Penalty 3400.081162 = -3862868.817901
  nChanged 1261
		SP:Iteration 6Q (118884.740000 sec): 3 clusters
  Score: Raw -3866746.657916 + Penalty 3400.081162 = -3863346.576755
  nChanged 1359
		SP:Iteration 7Q (118885.080000 sec): 3 clusters
  Score: Raw -3867349.159886 + Penalty 3400.081162 = -3863949.078724
  nChanged 1597
		SP:Iteration 8Q (118885.410000 sec): 3 clusters
  Score: Raw -3868245.198577 + Penalty 3400.081162 = -3864845.117415
  nChanged 1831
		SP:Iteration 9F (118885.760000 sec): 3 clusters
  Score: Raw -3869510.001741 + Penalty 3400.081162 = -3866109.920579
  nChanged 2019
		SP:Iteration 10F (118886.100000 sec): 3 clusters
  Score: Raw -3871095.717411 + Penalty 3400.081162 = -3867695.636249
  nChanged 1914
		SP:Iteration 11F (118886.430000 sec): 3 clusters
  Score: Raw -3872616.344060 + Penalty 3400.081162 = -3869216.262898
  nChanged 1551
		SP:Iteration 12Q (118886.750000 sec): 3 clusters
  Score: Raw -3873845.076441 + Penalty 3400.081162 = -3870444.995279
  nChanged 1215
		SP:Iteration 13Q (118887.090000 sec): 3 clusters
  Score: Raw -3874697.908561 + Penalty 3400.081162 = -3871297.827399
  nChanged 912
		SP:Iteration 14Q (118887.430000 sec): 3 clusters
  Score: Raw -3875316.513208 + Penalty 3400.081162 = -3871916.432046
  nChanged 714
		SP:Iteration 15Q (118887.770000 sec): 3 clusters
  Score: Raw -3875753.839917 + Penalty 3400.081162 = -3872353.758755
  nChanged 604
		SP:Iteration 16Q (118888.100000 sec): 3 clusters
  Score: Raw -3876109.659995 + Penalty 3400.081162 = -3872709.578833
  nChanged 525
		SP:Iteration 17Q (118888.410000 sec): 3 clusters
  Score: Raw -3876442.243359 + Penalty 3400.081162 = -3873042.162197
  nChanged 464
		SP:Iteration 18Q (118888.680000 sec): 3 clusters
  Score: Raw -3876747.953065 + Penalty 3400.081162 = -3873347.871903
  nChanged 395
		SP:Iteration 19Q (118888.990000 sec): 3 clusters
  Score: Raw -3877022.908675 + Penalty 3400.081162 = -3873622.827513
  nChanged 348
		SP:Iteration 20F (118889.370000 sec): 3 clusters
  Score: Raw -3877268.238780 + Penalty 3400.081162 = -3873868.157618
  nChanged 290
		SP:Iteration 21Q (118889.680000 sec): 3 clusters
  Score: Raw -3877472.454511 + Penalty 3400.081162 = -3874072.373349
  nChanged 209
		SP:Iteration 22Q (118889.950000 sec): 3 clusters
  Score: Raw -3877633.498859 + Penalty 3400.081162 = -3874233.417697
  nChanged 165
		SP:Iteration 23Q (118890.290000 sec): 3 clusters
  Score: Raw -3877761.654918 + Penalty 3400.081162 = -3874361.573756
  nChanged 104
		SP:Iteration 24Q (118890.600000 sec): 3 clusters
  Score: Raw -3877852.329483 + Penalty 3400.081162 = -3874452.248321
  nChanged 85
		SP:Iteration 25Q (118890.930000 sec): 3 clusters
  Score: Raw -3877926.228347 + Penalty 3400.081162 = -3874526.147185
  nChanged 55
		SP:Iteration 26Q (118891.230000 sec): 3 clusters
  Score: Raw -3877976.863067 + Penalty 3400.081162 = -3874576.781905
  nChanged 37
		SP:Iteration 27Q (118891.530000 sec): 3 clusters
  Score: Raw -3878010.938355 + Penalty 3400.081162 = -3874610.857193
  nChanged 35
		SP:Iteration 28Q (118891.840000 sec): 3 clusters
  Score: Raw -3878042.955397 + Penalty 3400.081162 = -3874642.874235
  nChanged 23
		SP:Iteration 29Q (118892.160000 sec): 3 clusters
  Score: Raw -3878061.875296 + Penalty 3400.081162 = -3874661.794134
  nChanged 15
		SP:Iteration 30Q (118892.440000 sec): 3 clusters
  Score: Raw -3878074.242724 + Penalty 3400.081162 = -3874674.161562
  nChanged 10
		SP:Iteration 31Q (118892.780000 sec): 3 clusters
  Score: Raw -3878083.290907 + Penalty 3400.081162 = -3874683.209745
  nChanged 10
		SP:Iteration 32Q (118893.130000 sec): 3 clusters
  Score: Raw -3878091.052052 + Penalty 3400.081162 = -3874690.970890
  nChanged 4
		SP:Iteration 33Q (118893.390000 sec): 3 clusters
  Score: Raw -3878093.972626 + Penalty 3400.081162 = -3874693.891464
  nChanged 4
		SP:Iteration 34Q (118893.720000 sec): 3 clusters
  Score: Raw -3878097.247431 + Penalty 3400.081162 = -3874697.166269
  nChanged 1
		SP:Iteration 35Q (118893.970000 sec): 3 clusters
  Score: Raw -3878098.106537 + Penalty 3400.081162 = -3874698.025375
  nChanged 0
		SP:Iteration 36F (118894.340000 sec): 3 clusters
  Score: Raw -3878098.106537 + Penalty 3400.081162 = -3874698.025375
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118894.450000 sec): 2 clusters
  Score: Raw -1071779.765145 + Penalty 1514.427437 = -1070265.337708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118894.640000 sec): 3 clusters
  Score: Raw -1065478.102557 + Penalty 3028.854874 = -1062449.247684
  nChanged 4790
		SP:Iteration 1F (118894.870000 sec): 3 clusters
  Score: Raw -1068278.639747 + Penalty 3028.854874 = -1065249.784873
  nChanged 777
		SP:Iteration 2F (118895.120000 sec): 3 clusters
  Score: Raw -1068748.465223 + Penalty 3028.854874 = -1065719.610350
  nChanged 694
		SP:Iteration 3F (118895.300000 sec): 3 clusters
  Score: Raw -1069175.343140 + Penalty 3028.854874 = -1066146.488266
  nChanged 657
		SP:Iteration 4F (118895.540000 sec): 3 clusters
  Score: Raw -1069567.214421 + Penalty 3028.854874 = -1066538.359547
  nChanged 615
		SP:Iteration 5F (118895.720000 sec): 3 clusters
  Score: Raw -1069968.174692 + Penalty 3028.854874 = -1066939.319819
  nChanged 592
		SP:Iteration 6F (118895.930000 sec): 3 clusters
  Score: Raw -1070397.395159 + Penalty 3028.854874 = -1067368.540285
  nChanged 573
		SP:Iteration 7F (118896.150000 sec): 3 clusters
  Score: Raw -1070803.370716 + Penalty 3028.854874 = -1067774.515842
  nChanged 466
		SP:Iteration 8Q (118896.380000 sec): 3 clusters
  Score: Raw -1071121.537414 + Penalty 3028.854874 = -1068092.682540
  nChanged 411
		SP:Iteration 9Q (118896.560000 sec): 3 clusters
  Score: Raw -1071378.855998 + Penalty 3028.854874 = -1068350.001124
  nChanged 356
		SP:Iteration 10Q (118896.780000 sec): 3 clusters
  Score: Raw -1071589.505620 + Penalty 3028.854874 = -1068560.650746
  nChanged 310
		SP:Iteration 11Q (118897.000000 sec): 3 clusters
  Score: Raw -1071746.134478 + Penalty 3028.854874 = -1068717.279604
  nChanged 252
		SP:Iteration 12Q (118897.220000 sec): 3 clusters
  Score: Raw -1071848.636355 + Penalty 3028.854874 = -1068819.781481
  nChanged 182
		SP:Iteration 13Q (118897.420000 sec): 3 clusters
  Score: Raw -1071911.581704 + Penalty 3028.854874 = -1068882.726830
  nChanged 127
		SP:Iteration 14Q (118897.620000 sec): 3 clusters
  Score: Raw -1071949.614721 + Penalty 3028.854874 = -1068920.759848
  nChanged 107
		SP:Iteration 15Q (118897.860000 sec): 3 clusters
  Score: Raw -1071977.069841 + Penalty 3028.854874 = -1068948.214967
  nChanged 75
		SP:Iteration 16Q (118898.100000 sec): 3 clusters
  Score: Raw -1071992.947384 + Penalty 3028.854874 = -1068964.092510
  nChanged 71
		SP:Iteration 17Q (118898.300000 sec): 3 clusters
  Score: Raw -1072004.352536 + Penalty 3028.854874 = -1068975.497662
  nChanged 50
		SP:Iteration 18Q (118898.550000 sec): 3 clusters
  Score: Raw -1072011.042094 + Penalty 3028.854874 = -1068982.187221
  nChanged 35
		SP:Iteration 19Q (118898.680000 sec): 3 clusters
  Score: Raw -1072017.310695 + Penalty 3028.854874 = -1068988.455821
  nChanged 39
		SP:Iteration 20F (118898.870000 sec): 3 clusters
  Score: Raw -1072022.791446 + Penalty 3028.854874 = -1068993.936572
  nChanged 28
		SP:Iteration 21Q (118899.060000 sec): 3 clusters
  Score: Raw -1072026.575762 + Penalty 3028.854874 = -1068997.720888
  nChanged 20
		SP:Iteration 22Q (118899.200000 sec): 3 clusters
  Score: Raw -1072029.930790 + Penalty 3028.854874 = -1069001.075917
  nChanged 22
		SP:Iteration 23Q (118899.340000 sec): 3 clusters
  Score: Raw -1072033.089367 + Penalty 3028.854874 = -1069004.234494
  nChanged 24
		SP:Iteration 24Q (118899.480000 sec): 3 clusters
  Score: Raw -1072035.663317 + Penalty 3028.854874 = -1069006.808443
  nChanged 10
		SP:Iteration 25Q (118899.700000 sec): 3 clusters
  Score: Raw -1072036.606862 + Penalty 3028.854874 = -1069007.751989
  nChanged 7
		SP:Iteration 26Q (118899.910000 sec): 3 clusters
  Score: Raw -1072037.763461 + Penalty 3028.854874 = -1069008.908587
  nChanged 8
		SP:Iteration 27Q (118900.080000 sec): 3 clusters
  Score: Raw -1072038.725642 + Penalty 3028.854874 = -1069009.870768
  nChanged 10
		SP:Iteration 28Q (118900.220000 sec): 3 clusters
  Score: Raw -1072039.707296 + Penalty 3028.854874 = -1069010.852422
  nChanged 5
		SP:Iteration 29Q (118900.390000 sec): 3 clusters
  Score: Raw -1072040.101864 + Penalty 3028.854874 = -1069011.246991
  nChanged 2
		SP:Iteration 30Q (118900.570000 sec): 3 clusters
  Score: Raw -1072040.251016 + Penalty 3028.854874 = -1069011.396143
  nChanged 3
		SP:Iteration 31Q (118900.780000 sec): 3 clusters
  Score: Raw -1072040.538926 + Penalty 3028.854874 = -1069011.684053
  nChanged 4
		SP:Iteration 32Q (118900.980000 sec): 3 clusters
  Score: Raw -1072040.964728 + Penalty 3028.854874 = -1069012.109854
  nChanged 7
		SP:Iteration 33Q (118901.230000 sec): 3 clusters
  Score: Raw -1072041.839704 + Penalty 3028.854874 = -1069012.984831
  nChanged 4
		SP:Iteration 34Q (118901.430000 sec): 3 clusters
  Score: Raw -1072042.164447 + Penalty 3028.854874 = -1069013.309574
  nChanged 2
		SP:Iteration 35Q (118901.700000 sec): 3 clusters
  Score: Raw -1072042.359101 + Penalty 3028.854874 = -1069013.504227
  nChanged 1
		SP:Iteration 36Q (118901.960000 sec): 3 clusters
  Score: Raw -1072042.733159 + Penalty 3028.854874 = -1069013.878286
  nChanged 4
		SP:Iteration 37Q (118902.220000 sec): 3 clusters
  Score: Raw -1072043.187572 + Penalty 3028.854874 = -1069014.332699
  nChanged 5
		SP:Iteration 38Q (118902.450000 sec): 3 clusters
  Score: Raw -1072043.697211 + Penalty 3028.854874 = -1069014.842337
  nChanged 7
		SP:Iteration 39Q (118902.650000 sec): 3 clusters
  Score: Raw -1072044.765104 + Penalty 3028.854874 = -1069015.910231
  nChanged 10
		SP:Iteration 40F (118902.850000 sec): 3 clusters
  Score: Raw -1072046.217475 + Penalty 3028.854874 = -1069017.362601
  nChanged 13
		SP:Iteration 41Q (118903.080000 sec): 3 clusters
  Score: Raw -1072047.740868 + Penalty 3028.854874 = -1069018.885995
  nChanged 8
		SP:Iteration 42Q (118903.270000 sec): 3 clusters
  Score: Raw -1072048.473635 + Penalty 3028.854874 = -1069019.618762
  nChanged 5
		SP:Iteration 43Q (118903.480000 sec): 3 clusters
  Score: Raw -1072049.091928 + Penalty 3028.854874 = -1069020.237054
  nChanged 8
		SP:Iteration 44Q (118903.690000 sec): 3 clusters
  Score: Raw -1072050.137703 + Penalty 3028.854874 = -1069021.282829
  nChanged 9
		SP:Iteration 45Q (118903.920000 sec): 3 clusters
  Score: Raw -1072051.199179 + Penalty 3028.854874 = -1069022.344306
  nChanged 9
		SP:Iteration 46Q (118904.140000 sec): 3 clusters
  Score: Raw -1072052.339340 + Penalty 3028.854874 = -1069023.484467
  nChanged 12
		SP:Iteration 47Q (118904.380000 sec): 3 clusters
  Score: Raw -1072053.995255 + Penalty 3028.854874 = -1069025.140381
  nChanged 8
		SP:Iteration 48Q (118904.600000 sec): 3 clusters
  Score: Raw -1072054.601705 + Penalty 3028.854874 = -1069025.746832
  nChanged 6
		SP:Iteration 49Q (118904.830000 sec): 3 clusters
  Score: Raw -1072055.145052 + Penalty 3028.854874 = -1069026.290178
  nChanged 7
		SP:Iteration 50Q (118905.090000 sec): 3 clusters
  Score: Raw -1072055.985611 + Penalty 3028.854874 = -1069027.130737
  nChanged 5
		SP:Iteration 51Q (118905.310000 sec): 3 clusters
  Score: Raw -1072056.549420 + Penalty 3028.854874 = -1069027.694547
  nChanged 6
		SP:Iteration 52Q (118905.540000 sec): 3 clusters
  Score: Raw -1072057.159804 + Penalty 3028.854874 = -1069028.304931
  nChanged 6
		SP:Iteration 53Q (118905.770000 sec): 3 clusters
  Score: Raw -1072057.697833 + Penalty 3028.854874 = -1069028.842960
  nChanged 4
		SP:Iteration 54Q (118905.970000 sec): 3 clusters
  Score: Raw -1072057.989807 + Penalty 3028.854874 = -1069029.134934
  nChanged 2
		SP:Iteration 55Q (118906.160000 sec): 3 clusters
  Score: Raw -1072058.152043 + Penalty 3028.854874 = -1069029.297170
  nChanged 2
		SP:Iteration 56Q (118906.400000 sec): 3 clusters
  Score: Raw -1072058.306482 + Penalty 3028.854874 = -1069029.451608
  nChanged 1
		SP:Iteration 57Q (118906.570000 sec): 3 clusters
  Score: Raw -1072058.454832 + Penalty 3028.854874 = -1069029.599959
  nChanged 2
		SP:Iteration 58Q (118906.790000 sec): 3 clusters
  Score: Raw -1072058.635393 + Penalty 3028.854874 = -1069029.780519
  nChanged 1
		SP:Iteration 59Q (118906.970000 sec): 3 clusters
  Score: Raw -1072058.696838 + Penalty 3028.854874 = -1069029.841965
  nChanged 0
		SP:Iteration 60F (118907.130000 sec): 3 clusters
  Score: Raw -1072058.696838 + Penalty 3028.854874 = -1069029.841965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (20140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118907.310000 sec): 2 clusters
  Score: Raw -2079557.071266 + Penalty 1610.450265 = -2077946.621002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118907.540000 sec): 3 clusters
  Score: Raw -2067422.920863 + Penalty 3220.900529 = -2064202.020334
  nChanged 9136
		SP:Iteration 1F (118907.820000 sec): 3 clusters
  Score: Raw -2072790.263970 + Penalty 3220.900529 = -2069569.363441
  nChanged 1325
		SP:Iteration 2F (118908.080000 sec): 3 clusters
  Score: Raw -2073512.565852 + Penalty 3220.900529 = -2070291.665323
  nChanged 1349
		SP:Iteration 3F (118908.350000 sec): 3 clusters
  Score: Raw -2074324.383267 + Penalty 3220.900529 = -2071103.482738
  nChanged 1348
		SP:Iteration 4F (118908.580000 sec): 3 clusters
  Score: Raw -2075209.053317 + Penalty 3220.900529 = -2071988.152788
  nChanged 1306
		SP:Iteration 5F (118908.820000 sec): 3 clusters
  Score: Raw -2076090.668343 + Penalty 3220.900529 = -2072869.767814
  nChanged 1136
		SP:Iteration 6F (118909.080000 sec): 3 clusters
  Score: Raw -2076894.433013 + Penalty 3220.900529 = -2073673.532484
  nChanged 922
		SP:Iteration 7Q (118909.300000 sec): 3 clusters
  Score: Raw -2077633.363937 + Penalty 3220.900529 = -2074412.463408
  nChanged 746
		SP:Iteration 8Q (118909.570000 sec): 3 clusters
  Score: Raw -2078279.135045 + Penalty 3220.900529 = -2075058.234516
  nChanged 638
		SP:Iteration 9Q (118909.850000 sec): 3 clusters
  Score: Raw -2078805.503778 + Penalty 3220.900529 = -2075584.603249
  nChanged 513
		SP:Iteration 10Q (118910.080000 sec): 3 clusters
  Score: Raw -2079235.597609 + Penalty 3220.900529 = -2076014.697080
  nChanged 412
		SP:Iteration 11Q (118910.330000 sec): 3 clusters
  Score: Raw -2079534.117393 + Penalty 3220.900529 = -2076313.216864
  nChanged 325
		SP:Iteration 12Q (118910.580000 sec): 3 clusters
  Score: Raw -2079740.447234 + Penalty 3220.900529 = -2076519.546705
  nChanged 231
		SP:Iteration 13Q (118910.760000 sec): 3 clusters
  Score: Raw -2079845.375282 + Penalty 3220.900529 = -2076624.474753
  nChanged 152
		SP:Iteration 14Q (118910.980000 sec): 3 clusters
  Score: Raw -2079902.340421 + Penalty 3220.900529 = -2076681.439892
  nChanged 114
		SP:Iteration 15Q (118911.260000 sec): 3 clusters
  Score: Raw -2079932.411527 + Penalty 3220.900529 = -2076711.510998
  nChanged 80
		SP:Iteration 16Q (118911.580000 sec): 3 clusters
  Score: Raw -2079950.967827 + Penalty 3220.900529 = -2076730.067298
  nChanged 50
		SP:Iteration 17Q (118911.800000 sec): 3 clusters
  Score: Raw -2079960.531090 + Penalty 3220.900529 = -2076739.630561
  nChanged 43
		SP:Iteration 18Q (118912.080000 sec): 3 clusters
  Score: Raw -2079968.953437 + Penalty 3220.900529 = -2076748.052908
  nChanged 34
		SP:Iteration 19Q (118912.340000 sec): 3 clusters
  Score: Raw -2079974.998180 + Penalty 3220.900529 = -2076754.097651
  nChanged 27
		SP:Iteration 20F (118912.630000 sec): 3 clusters
  Score: Raw -2079978.954302 + Penalty 3220.900529 = -2076758.053773
  nChanged 22
		SP:Iteration 21Q (118912.910000 sec): 3 clusters
  Score: Raw -2079982.401137 + Penalty 3220.900529 = -2076761.500608
  nChanged 19
		SP:Iteration 22Q (118913.160000 sec): 3 clusters
  Score: Raw -2079985.854055 + Penalty 3220.900529 = -2076764.953526
  nChanged 12
		SP:Iteration 23Q (118913.390000 sec): 3 clusters
  Score: Raw -2079987.524362 + Penalty 3220.900529 = -2076766.623833
  nChanged 15
		SP:Iteration 24Q (118913.670000 sec): 3 clusters
  Score: Raw -2079989.372949 + Penalty 3220.900529 = -2076768.472420
  nChanged 11
		SP:Iteration 25Q (118913.950000 sec): 3 clusters
  Score: Raw -2079991.532049 + Penalty 3220.900529 = -2076770.631520
  nChanged 17
		SP:Iteration 26Q (118914.210000 sec): 3 clusters
  Score: Raw -2079994.362135 + Penalty 3220.900529 = -2076773.461606
  nChanged 15
		SP:Iteration 27Q (118914.450000 sec): 3 clusters
  Score: Raw -2079996.981003 + Penalty 3220.900529 = -2076776.080474
  nChanged 17
		SP:Iteration 28Q (118914.700000 sec): 3 clusters
  Score: Raw -2079999.791460 + Penalty 3220.900529 = -2076778.890930
  nChanged 16
		SP:Iteration 29Q (118914.950000 sec): 3 clusters
  Score: Raw -2080001.682860 + Penalty 3220.900529 = -2076780.782331
  nChanged 15
		SP:Iteration 30Q (118915.200000 sec): 3 clusters
  Score: Raw -2080003.908613 + Penalty 3220.900529 = -2076783.008084
  nChanged 16
		SP:Iteration 31Q (118915.410000 sec): 3 clusters
  Score: Raw -2080005.415397 + Penalty 3220.900529 = -2076784.514868
  nChanged 8
		SP:Iteration 32Q (118915.670000 sec): 3 clusters
  Score: Raw -2080006.185056 + Penalty 3220.900529 = -2076785.284527
  nChanged 6
		SP:Iteration 33Q (118915.930000 sec): 3 clusters
  Score: Raw -2080006.886507 + Penalty 3220.900529 = -2076785.985978
  nChanged 5
		SP:Iteration 34Q (118916.170000 sec): 3 clusters
  Score: Raw -2080007.337985 + Penalty 3220.900529 = -2076786.437456
  nChanged 6
		SP:Iteration 35Q (118916.440000 sec): 3 clusters
  Score: Raw -2080008.202581 + Penalty 3220.900529 = -2076787.302052
  nChanged 7
		SP:Iteration 36Q (118916.640000 sec): 3 clusters
  Score: Raw -2080008.831779 + Penalty 3220.900529 = -2076787.931250
  nChanged 4
		SP:Iteration 37Q (118916.900000 sec): 3 clusters
  Score: Raw -2080009.139903 + Penalty 3220.900529 = -2076788.239374
  nChanged 2
		SP:Iteration 38Q (118917.140000 sec): 3 clusters
  Score: Raw -2080009.276266 + Penalty 3220.900529 = -2076788.375737
  nChanged 1
		SP:Iteration 39Q (118917.370000 sec): 3 clusters
  Score: Raw -2080009.423263 + Penalty 3220.900529 = -2076788.522734
  nChanged 0
		SP:Iteration 40F (118917.620000 sec): 3 clusters
  Score: Raw -2080009.423263 + Penalty 3220.900529 = -2076788.522734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118917.730000 sec): 2 clusters
  Score: Raw -439905.713862 + Penalty 1358.016471 = -438547.697391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118917.900000 sec): 3 clusters
  Score: Raw -437717.919989 + Penalty 2716.032943 = -435001.887046
  nChanged 1717
		SP:Iteration 1F (118918.140000 sec): 3 clusters
  Score: Raw -438656.648360 + Penalty 2716.032943 = -435940.615418
  nChanged 271
		SP:Iteration 2F (118918.290000 sec): 3 clusters
  Score: Raw -438794.740480 + Penalty 2716.032943 = -436078.707538
  nChanged 201
		SP:Iteration 3Q (118918.520000 sec): 3 clusters
  Score: Raw -438898.157712 + Penalty 2716.032943 = -436182.124770
  nChanged 161
		SP:Iteration 4Q (118918.700000 sec): 3 clusters
  Score: Raw -438975.371047 + Penalty 2716.032943 = -436259.338105
  nChanged 126
		SP:Iteration 5Q (118918.850000 sec): 3 clusters
  Score: Raw -439022.465641 + Penalty 2716.032943 = -436306.432698
  nChanged 94
		SP:Iteration 6Q (118919.070000 sec): 3 clusters
  Score: Raw -439054.296962 + Penalty 2716.032943 = -436338.264020
  nChanged 77
		SP:Iteration 7Q (118919.280000 sec): 3 clusters
  Score: Raw -439079.063053 + Penalty 2716.032943 = -436363.030110
  nChanged 69
		SP:Iteration 8Q (118919.420000 sec): 3 clusters
  Score: Raw -439103.698875 + Penalty 2716.032943 = -436387.665933
  nChanged 75
		SP:Iteration 9Q (118919.640000 sec): 3 clusters
  Score: Raw -439133.833829 + Penalty 2716.032943 = -436417.800887
  nChanged 68
		SP:Iteration 10Q (118919.820000 sec): 3 clusters
  Score: Raw -439161.300626 + Penalty 2716.032943 = -436445.267683
  nChanged 58
		SP:Iteration 11Q (118920.020000 sec): 3 clusters
  Score: Raw -439181.995771 + Penalty 2716.032943 = -436465.962828
  nChanged 49
		SP:Iteration 12Q (118920.180000 sec): 3 clusters
  Score: Raw -439200.539974 + Penalty 2716.032943 = -436484.507031
  nChanged 53
		SP:Iteration 13Q (118920.360000 sec): 3 clusters
  Score: Raw -439223.465717 + Penalty 2716.032943 = -436507.432774
  nChanged 67
		SP:Iteration 14Q (118920.560000 sec): 3 clusters
  Score: Raw -439246.285693 + Penalty 2716.032943 = -436530.252750
  nChanged 64
		SP:Iteration 15Q (118920.750000 sec): 3 clusters
  Score: Raw -439274.947245 + Penalty 2716.032943 = -436558.914302
  nChanged 68
		SP:Iteration 16Q (118920.910000 sec): 3 clusters
  Score: Raw -439298.864597 + Penalty 2716.032943 = -436582.831654
  nChanged 65
		SP:Iteration 17Q (118921.120000 sec): 3 clusters
  Score: Raw -439321.958486 + Penalty 2716.032943 = -436605.925543
  nChanged 71
		SP:Iteration 18Q (118921.240000 sec): 3 clusters
  Score: Raw -439352.801375 + Penalty 2716.032943 = -436636.768432
  nChanged 87
		SP:Iteration 19Q (118921.440000 sec): 3 clusters
  Score: Raw -439395.416202 + Penalty 2716.032943 = -436679.383259
  nChanged 81
		SP:Iteration 20F (118921.550000 sec): 3 clusters
  Score: Raw -439425.362136 + Penalty 2716.032943 = -436709.329194
  nChanged 72
		SP:Iteration 21Q (118921.700000 sec): 3 clusters
  Score: Raw -439453.793830 + Penalty 2716.032943 = -436737.760887
  nChanged 74
		SP:Iteration 22Q (118921.880000 sec): 3 clusters
  Score: Raw -439481.650138 + Penalty 2716.032943 = -436765.617195
  nChanged 75
		SP:Iteration 23Q (118922.080000 sec): 3 clusters
  Score: Raw -439510.856366 + Penalty 2716.032943 = -436794.823423
  nChanged 82
		SP:Iteration 24Q (118922.220000 sec): 3 clusters
  Score: Raw -439547.315599 + Penalty 2716.032943 = -436831.282656
  nChanged 84
		SP:Iteration 25Q (118922.310000 sec): 3 clusters
  Score: Raw -439587.598974 + Penalty 2716.032943 = -436871.566032
  nChanged 101
		SP:Iteration 26Q (118922.410000 sec): 3 clusters
  Score: Raw -439640.788277 + Penalty 2716.032943 = -436924.755334
  nChanged 86
		SP:Iteration 27Q (118922.510000 sec): 3 clusters
  Score: Raw -439681.049503 + Penalty 2716.032943 = -436965.016560
  nChanged 87
		SP:Iteration 28Q (118922.600000 sec): 3 clusters
  Score: Raw -439719.198373 + Penalty 2716.032943 = -437003.165430
  nChanged 74
		SP:Iteration 29Q (118922.690000 sec): 3 clusters
  Score: Raw -439753.128706 + Penalty 2716.032943 = -437037.095763
  nChanged 64
		SP:Iteration 30Q (118922.890000 sec): 3 clusters
  Score: Raw -439788.243289 + Penalty 2716.032943 = -437072.210346
  nChanged 75
		SP:Iteration 31Q (118923.070000 sec): 3 clusters
  Score: Raw -439832.298770 + Penalty 2716.032943 = -437116.265828
  nChanged 68
		SP:Iteration 32Q (118923.190000 sec): 3 clusters
  Score: Raw -439872.973187 + Penalty 2716.032943 = -437156.940244
  nChanged 63
		SP:Iteration 33Q (118923.350000 sec): 3 clusters
  Score: Raw -439909.020619 + Penalty 2716.032943 = -437192.987676
  nChanged 52
		SP:Iteration 34Q (118923.560000 sec): 3 clusters
  Score: Raw -439933.792591 + Penalty 2716.032943 = -437217.759648
  nChanged 37
		SP:Iteration 35Q (118923.760000 sec): 3 clusters
  Score: Raw -439951.477255 + Penalty 2716.032943 = -437235.444312
  nChanged 26
		SP:Iteration 36Q (118923.890000 sec): 3 clusters
  Score: Raw -439966.216531 + Penalty 2716.032943 = -437250.183588
  nChanged 24
		SP:Iteration 37Q (118924.090000 sec): 3 clusters
  Score: Raw -439980.139575 + Penalty 2716.032943 = -437264.106632
  nChanged 21
		SP:Iteration 38Q (118924.280000 sec): 3 clusters
  Score: Raw -439991.514469 + Penalty 2716.032943 = -437275.481526
  nChanged 21
		SP:Iteration 39Q (118924.450000 sec): 3 clusters
  Score: Raw -440000.325469 + Penalty 2716.032943 = -437284.292527
  nChanged 12
		SP:Iteration 40F (118924.610000 sec): 3 clusters
  Score: Raw -440008.567773 + Penalty 2716.032943 = -437292.534830
  nChanged 14
		SP:Iteration 41Q (118924.830000 sec): 3 clusters
  Score: Raw -440016.351628 + Penalty 2716.032943 = -437300.318685
  nChanged 16
		SP:Iteration 42Q (118924.970000 sec): 3 clusters
  Score: Raw -440026.061570 + Penalty 2716.032943 = -437310.028627
  nChanged 14
		SP:Iteration 43Q (118925.110000 sec): 3 clusters
  Score: Raw -440032.649935 + Penalty 2716.032943 = -437316.616992
  nChanged 8
		SP:Iteration 44Q (118925.300000 sec): 3 clusters
  Score: Raw -440037.454451 + Penalty 2716.032943 = -437321.421509
  nChanged 10
		SP:Iteration 45Q (118925.480000 sec): 3 clusters
  Score: Raw -440043.024258 + Penalty 2716.032943 = -437326.991315
  nChanged 6
		SP:Iteration 46Q (118925.700000 sec): 3 clusters
  Score: Raw -440046.369001 + Penalty 2716.032943 = -437330.336058
  nChanged 3
		SP:Iteration 47Q (118925.880000 sec): 3 clusters
  Score: Raw -440047.101834 + Penalty 2716.032943 = -437331.068892
  nChanged 3
		SP:Iteration 48Q (118926.040000 sec): 3 clusters
  Score: Raw -440048.103568 + Penalty 2716.032943 = -437332.070625
  nChanged 4
		SP:Iteration 49Q (118926.240000 sec): 3 clusters
  Score: Raw -440050.324929 + Penalty 2716.032943 = -437334.291987
  nChanged 5
		SP:Iteration 50Q (118926.430000 sec): 3 clusters
  Score: Raw -440052.846046 + Penalty 2716.032943 = -437336.813104
  nChanged 2
		SP:Iteration 51Q (118926.630000 sec): 3 clusters
  Score: Raw -440053.416576 + Penalty 2716.032943 = -437337.383634
  nChanged 0
		SP:Iteration 52F (118926.750000 sec): 3 clusters
  Score: Raw -440053.416576 + Penalty 2716.032943 = -437337.383634
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118926.880000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118927.030000 sec): 3 clusters
  Score: Raw -26529.177462 + Penalty 1841.588674 = -24687.588788
  nChanged 48
		SP:Iteration 1F (118927.190000 sec): 3 clusters
  Score: Raw -26641.163547 + Penalty 1841.588674 = -24799.574874
  nChanged 12
		SP:Iteration 2Q (118927.360000 sec): 3 clusters
  Score: Raw -26673.325317 + Penalty 1841.588674 = -24831.736643
  nChanged 5
		SP:Iteration 3Q (118927.560000 sec): 3 clusters
  Score: Raw -26686.115321 + Penalty 1841.588674 = -24844.526647
  nChanged 3
		SP:Iteration 4Q (118927.720000 sec): 3 clusters
  Score: Raw -26693.697582 + Penalty 1841.588674 = -24852.108908
  nChanged 3
		SP:Iteration 5Q (118927.880000 sec): 3 clusters
  Score: Raw -26697.623856 + Penalty 1841.588674 = -24856.035183
  nChanged 1
		SP:Iteration 6Q (118928.070000 sec): 3 clusters
  Score: Raw -26698.995534 + Penalty 1841.588674 = -24857.406860
  nChanged 1
		SP:Iteration 7Q (118928.210000 sec): 3 clusters
  Score: Raw -26700.596699 + Penalty 1841.588674 = -24859.008025
  nChanged 1
		SP:Iteration 8Q (118928.360000 sec): 3 clusters
  Score: Raw -26703.633884 + Penalty 1841.588674 = -24862.045210
  nChanged 0
		SP:Iteration 9F (118928.460000 sec): 3 clusters
  Score: Raw -26703.633884 + Penalty 1841.588674 = -24862.045210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118928.620000 sec): 2 clusters
  Score: Raw -206379.706373 + Penalty 1236.360852 = -205143.345521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118928.700000 sec): 3 clusters
  Score: Raw -205544.089120 + Penalty 2472.721704 = -203071.367416
  nChanged 698
		SP:Iteration 1F (118928.850000 sec): 3 clusters
  Score: Raw -206056.008577 + Penalty 2472.721704 = -203583.286872
  nChanged 181
		SP:Iteration 2F (118929.050000 sec): 3 clusters
  Score: Raw -206245.938012 + Penalty 2472.721704 = -203773.216308
  nChanged 118
		SP:Iteration 3F (118929.220000 sec): 3 clusters
  Score: Raw -206356.330125 + Penalty 2472.721704 = -203883.608421
  nChanged 74
		SP:Iteration 4Q (118929.400000 sec): 3 clusters
  Score: Raw -206424.602187 + Penalty 2472.721704 = -203951.880483
  nChanged 76
		SP:Iteration 5Q (118929.620000 sec): 3 clusters
  Score: Raw -206489.766768 + Penalty 2472.721704 = -204017.045063
  nChanged 65
		SP:Iteration 6Q (118929.790000 sec): 3 clusters
  Score: Raw -206535.031259 + Penalty 2472.721704 = -204062.309554
  nChanged 48
		SP:Iteration 7Q (118929.930000 sec): 3 clusters
  Score: Raw -206575.166381 + Penalty 2472.721704 = -204102.444677
  nChanged 42
		SP:Iteration 8Q (118930.150000 sec): 3 clusters
  Score: Raw -206610.556045 + Penalty 2472.721704 = -204137.834341
  nChanged 47
		SP:Iteration 9Q (118930.320000 sec): 3 clusters
  Score: Raw -206647.031702 + Penalty 2472.721704 = -204174.309998
  nChanged 33
		SP:Iteration 10Q (118930.510000 sec): 3 clusters
  Score: Raw -206669.392680 + Penalty 2472.721704 = -204196.670975
  nChanged 28
		SP:Iteration 11Q (118930.650000 sec): 3 clusters
  Score: Raw -206688.536990 + Penalty 2472.721704 = -204215.815285
  nChanged 14
		SP:Iteration 12Q (118930.840000 sec): 3 clusters
  Score: Raw -206696.902488 + Penalty 2472.721704 = -204224.180784
  nChanged 8
		SP:Iteration 13Q (118931.010000 sec): 3 clusters
  Score: Raw -206701.789067 + Penalty 2472.721704 = -204229.067362
  nChanged 9
		SP:Iteration 14Q (118931.170000 sec): 3 clusters
  Score: Raw -206705.753451 + Penalty 2472.721704 = -204233.031747
  nChanged 4
		SP:Iteration 15Q (118931.390000 sec): 3 clusters
  Score: Raw -206708.398740 + Penalty 2472.721704 = -204235.677036
  nChanged 7
		SP:Iteration 16Q (118931.570000 sec): 3 clusters
  Score: Raw -206711.731422 + Penalty 2472.721704 = -204239.009717
  nChanged 4
		SP:Iteration 17Q (118931.740000 sec): 3 clusters
  Score: Raw -206713.580857 + Penalty 2472.721704 = -204240.859153
  nChanged 1
		SP:Iteration 18Q (118931.910000 sec): 3 clusters
  Score: Raw -206714.001005 + Penalty 2472.721704 = -204241.279301
  nChanged 0
		SP:Iteration 19F (118932.090000 sec): 3 clusters
  Score: Raw -206714.001005 + Penalty 2472.721704 = -204241.279301
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118932.150000 sec): 2 clusters
  Score: Raw -434751.029416 + Penalty 1355.401649 = -433395.627767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118932.340000 sec): 3 clusters
  Score: Raw -432628.390674 + Penalty 2710.803298 = -429917.587375
  nChanged 1682
		SP:Iteration 1F (118932.520000 sec): 3 clusters
  Score: Raw -433564.459082 + Penalty 2710.803298 = -430853.655783
  nChanged 312
		SP:Iteration 2F (118932.720000 sec): 3 clusters
  Score: Raw -433737.345227 + Penalty 2710.803298 = -431026.541928
  nChanged 232
		SP:Iteration 3F (118932.940000 sec): 3 clusters
  Score: Raw -433886.110396 + Penalty 2710.803298 = -431175.307097
  nChanged 211
		SP:Iteration 4F (118933.100000 sec): 3 clusters
  Score: Raw -434035.823129 + Penalty 2710.803298 = -431325.019830
  nChanged 187
		SP:Iteration 5Q (118933.300000 sec): 3 clusters
  Score: Raw -434140.043314 + Penalty 2710.803298 = -431429.240016
  nChanged 164
		SP:Iteration 6Q (118933.460000 sec): 3 clusters
  Score: Raw -434237.975573 + Penalty 2710.803298 = -431527.172274
  nChanged 134
		SP:Iteration 7Q (118933.660000 sec): 3 clusters
  Score: Raw -434316.678084 + Penalty 2710.803298 = -431605.874786
  nChanged 144
		SP:Iteration 8Q (118933.850000 sec): 3 clusters
  Score: Raw -434402.242876 + Penalty 2710.803298 = -431691.439577
  nChanged 125
		SP:Iteration 9Q (118934.020000 sec): 3 clusters
  Score: Raw -434476.139099 + Penalty 2710.803298 = -431765.335801
  nChanged 118
		SP:Iteration 10Q (118934.230000 sec): 3 clusters
  Score: Raw -434534.229471 + Penalty 2710.803298 = -431823.426173
  nChanged 90
		SP:Iteration 11Q (118934.430000 sec): 3 clusters
  Score: Raw -434577.081886 + Penalty 2710.803298 = -431866.278588
  nChanged 81
		SP:Iteration 12Q (118934.610000 sec): 3 clusters
  Score: Raw -434612.628868 + Penalty 2710.803298 = -431901.825570
  nChanged 70
		SP:Iteration 13Q (118934.740000 sec): 3 clusters
  Score: Raw -434640.075017 + Penalty 2710.803298 = -431929.271718
  nChanged 43
		SP:Iteration 14Q (118934.890000 sec): 3 clusters
  Score: Raw -434652.329992 + Penalty 2710.803298 = -431941.526693
  nChanged 31
		SP:Iteration 15Q (118935.090000 sec): 3 clusters
  Score: Raw -434661.506405 + Penalty 2710.803298 = -431950.703107
  nChanged 25
		SP:Iteration 16Q (118935.280000 sec): 3 clusters
  Score: Raw -434668.268844 + Penalty 2710.803298 = -431957.465545
  nChanged 17
		SP:Iteration 17Q (118935.380000 sec): 3 clusters
  Score: Raw -434673.722572 + Penalty 2710.803298 = -431962.919274
  nChanged 19
		SP:Iteration 18Q (118935.590000 sec): 3 clusters
  Score: Raw -434677.924430 + Penalty 2710.803298 = -431967.121132
  nChanged 9
		SP:Iteration 19Q (118935.780000 sec): 3 clusters
  Score: Raw -434680.305452 + Penalty 2710.803298 = -431969.502154
  nChanged 8
		SP:Iteration 20F (118935.980000 sec): 3 clusters
  Score: Raw -434681.851454 + Penalty 2710.803298 = -431971.048155
  nChanged 7
		SP:Iteration 21Q (118936.170000 sec): 3 clusters
  Score: Raw -434684.014243 + Penalty 2710.803298 = -431973.210945
  nChanged 13
		SP:Iteration 22Q (118936.320000 sec): 3 clusters
  Score: Raw -434687.292306 + Penalty 2710.803298 = -431976.489007
  nChanged 11
		SP:Iteration 23Q (118936.510000 sec): 3 clusters
  Score: Raw -434690.127279 + Penalty 2710.803298 = -431979.323981
  nChanged 16
		SP:Iteration 24Q (118936.700000 sec): 3 clusters
  Score: Raw -434694.820388 + Penalty 2710.803298 = -431984.017089
  nChanged 18
		SP:Iteration 25Q (118936.900000 sec): 3 clusters
  Score: Raw -434699.402937 + Penalty 2710.803298 = -431988.599638
  nChanged 16
		SP:Iteration 26Q (118937.080000 sec): 3 clusters
  Score: Raw -434703.802617 + Penalty 2710.803298 = -431992.999318
  nChanged 19
		SP:Iteration 27Q (118937.210000 sec): 3 clusters
  Score: Raw -434709.373989 + Penalty 2710.803298 = -431998.570690
  nChanged 15
		SP:Iteration 28Q (118937.400000 sec): 3 clusters
  Score: Raw -434713.112215 + Penalty 2710.803298 = -432002.308917
  nChanged 15
		SP:Iteration 29Q (118937.570000 sec): 3 clusters
  Score: Raw -434716.247526 + Penalty 2710.803298 = -432005.444228
  nChanged 14
		SP:Iteration 30Q (118937.760000 sec): 3 clusters
  Score: Raw -434719.678922 + Penalty 2710.803298 = -432008.875624
  nChanged 12
		SP:Iteration 31Q (118937.940000 sec): 3 clusters
  Score: Raw -434722.375711 + Penalty 2710.803298 = -432011.572412
  nChanged 12
		SP:Iteration 32Q (118938.110000 sec): 3 clusters
  Score: Raw -434726.448464 + Penalty 2710.803298 = -432015.645165
  nChanged 20
		SP:Iteration 33Q (118938.310000 sec): 3 clusters
  Score: Raw -434732.921094 + Penalty 2710.803298 = -432022.117795
  nChanged 30
		SP:Iteration 34Q (118938.450000 sec): 3 clusters
  Score: Raw -434744.488073 + Penalty 2710.803298 = -432033.684774
  nChanged 37
		SP:Iteration 35Q (118938.630000 sec): 3 clusters
  Score: Raw -434756.858579 + Penalty 2710.803298 = -432046.055280
  nChanged 30
		SP:Iteration 36Q (118938.780000 sec): 3 clusters
  Score: Raw -434765.856512 + Penalty 2710.803298 = -432055.053214
  nChanged 30
		SP:Iteration 37Q (118938.960000 sec): 3 clusters
  Score: Raw -434774.168397 + Penalty 2710.803298 = -432063.365098
  nChanged 26
		SP:Iteration 38Q (118939.140000 sec): 3 clusters
  Score: Raw -434780.890754 + Penalty 2710.803298 = -432070.087456
  nChanged 14
		SP:Iteration 39Q (118939.280000 sec): 3 clusters
  Score: Raw -434784.501860 + Penalty 2710.803298 = -432073.698561
  nChanged 17
		SP:Iteration 40F (118939.470000 sec): 3 clusters
  Score: Raw -434788.943974 + Penalty 2710.803298 = -432078.140675
  nChanged 9
		SP:Iteration 41Q (118939.690000 sec): 3 clusters
  Score: Raw -434791.539581 + Penalty 2710.803298 = -432080.736283
  nChanged 10
		SP:Iteration 42Q (118939.840000 sec): 3 clusters
  Score: Raw -434793.443275 + Penalty 2710.803298 = -432082.639977
  nChanged 6
		SP:Iteration 43Q (118940.000000 sec): 3 clusters
  Score: Raw -434794.964085 + Penalty 2710.803298 = -432084.160786
  nChanged 10
		SP:Iteration 44Q (118940.180000 sec): 3 clusters
  Score: Raw -434797.594570 + Penalty 2710.803298 = -432086.791272
  nChanged 8
		SP:Iteration 45Q (118940.410000 sec): 3 clusters
  Score: Raw -434799.432095 + Penalty 2710.803298 = -432088.628796
  nChanged 3
		SP:Iteration 46Q (118940.590000 sec): 3 clusters
  Score: Raw -434799.949579 + Penalty 2710.803298 = -432089.146281
  nChanged 1
		SP:Iteration 47Q (118940.750000 sec): 3 clusters
  Score: Raw -434800.097658 + Penalty 2710.803298 = -432089.294360
  nChanged 1
		SP:Iteration 48Q (118940.920000 sec): 3 clusters
  Score: Raw -434800.239293 + Penalty 2710.803298 = -432089.435994
  nChanged 3
		SP:Iteration 49Q (118941.130000 sec): 3 clusters
  Score: Raw -434800.761995 + Penalty 2710.803298 = -432089.958696
  nChanged 3
		SP:Iteration 50Q (118941.280000 sec): 3 clusters
  Score: Raw -434801.515340 + Penalty 2710.803298 = -432090.712041
  nChanged 4
		SP:Iteration 51Q (118941.470000 sec): 3 clusters
  Score: Raw -434802.834357 + Penalty 2710.803298 = -432092.031058
  nChanged 5
		SP:Iteration 52Q (118941.680000 sec): 3 clusters
  Score: Raw -434803.940441 + Penalty 2710.803298 = -432093.137142
  nChanged 3
		SP:Iteration 53Q (118941.880000 sec): 3 clusters
  Score: Raw -434804.699022 + Penalty 2710.803298 = -432093.895723
  nChanged 3
		SP:Iteration 54Q (118942.010000 sec): 3 clusters
  Score: Raw -434805.310737 + Penalty 2710.803298 = -432094.507438
  nChanged 5
		SP:Iteration 55Q (118942.200000 sec): 3 clusters
  Score: Raw -434806.446360 + Penalty 2710.803298 = -432095.643062
  nChanged 3
		SP:Iteration 56Q (118942.400000 sec): 3 clusters
  Score: Raw -434806.889553 + Penalty 2710.803298 = -432096.086255
  nChanged 4
		SP:Iteration 57Q (118942.600000 sec): 3 clusters
  Score: Raw -434808.158165 + Penalty 2710.803298 = -432097.354867
  nChanged 4
		SP:Iteration 58Q (118942.760000 sec): 3 clusters
  Score: Raw -434809.311908 + Penalty 2710.803298 = -432098.508609
  nChanged 3
		SP:Iteration 59Q (118942.960000 sec): 3 clusters
  Score: Raw -434810.461655 + Penalty 2710.803298 = -432099.658357
  nChanged 5
		SP:Iteration 60F (118943.120000 sec): 3 clusters
  Score: Raw -434812.159794 + Penalty 2710.803298 = -432101.356495
  nChanged 9
		SP:Iteration 61Q (118943.300000 sec): 3 clusters
  Score: Raw -434813.997884 + Penalty 2710.803298 = -432103.194585
  nChanged 6
		SP:Iteration 62Q (118943.500000 sec): 3 clusters
  Score: Raw -434815.345042 + Penalty 2710.803298 = -432104.541744
  nChanged 2
		SP:Iteration 63Q (118943.620000 sec): 3 clusters
  Score: Raw -434815.961013 + Penalty 2710.803298 = -432105.157714
  nChanged 3
		SP:Iteration 64Q (118943.740000 sec): 3 clusters
  Score: Raw -434816.302783 + Penalty 2710.803298 = -432105.499485
  nChanged 0
		SP:Iteration 65F (118943.870000 sec): 3 clusters
  Score: Raw -434816.302783 + Penalty 2710.803298 = -432105.499485
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118943.990000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118944.160000 sec): 3 clusters
  Score: Raw -29633.860060 + Penalty 1859.101327 = -27774.758732
  nChanged 50
		SP:Iteration 1F (118944.280000 sec): 3 clusters
  Score: Raw -29734.686985 + Penalty 1859.101327 = -27875.585658
  nChanged 12
		SP:Iteration 2Q (118944.410000 sec): 3 clusters
  Score: Raw -29769.864547 + Penalty 1859.101327 = -27910.763220
  nChanged 6
		SP:Iteration 3Q (118944.560000 sec): 3 clusters
  Score: Raw -29785.383837 + Penalty 1859.101327 = -27926.282509
  nChanged 5
		SP:Iteration 4Q (118944.750000 sec): 3 clusters
  Score: Raw -29806.320823 + Penalty 1859.101327 = -27947.219496
  nChanged 3
		SP:Iteration 5Q (118944.910000 sec): 3 clusters
  Score: Raw -29811.282781 + Penalty 1859.101327 = -27952.181454
  nChanged 2
		SP:Iteration 6Q (118945.090000 sec): 3 clusters
  Score: Raw -29814.418630 + Penalty 1859.101327 = -27955.317303
  nChanged 1
		SP:Iteration 7Q (118945.260000 sec): 3 clusters
  Score: Raw -29815.984901 + Penalty 1859.101327 = -27956.883574
  nChanged 1
		SP:Iteration 8Q (118945.410000 sec): 3 clusters
  Score: Raw -29817.058244 + Penalty 1859.101327 = -27957.956917
  nChanged 1
		SP:Iteration 9Q (118945.590000 sec): 3 clusters
  Score: Raw -29827.476010 + Penalty 1859.101327 = -27968.374683
  nChanged 4
		SP:Iteration 10Q (118945.710000 sec): 3 clusters
  Score: Raw -29842.031497 + Penalty 1859.101327 = -27982.930170
  nChanged 0
		SP:Iteration 11F (118945.860000 sec): 3 clusters
  Score: Raw -29842.031497 + Penalty 1859.101327 = -27982.930170
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (27891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118946.120000 sec): 2 clusters
  Score: Raw -2856469.476700 + Penalty 1663.359642 = -2854806.117058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118946.440000 sec): 3 clusters
  Score: Raw -2839374.303045 + Penalty 3326.719284 = -2836047.583761
  nChanged 12790
		SP:Iteration 1F (118946.710000 sec): 3 clusters
  Score: Raw -2846483.269809 + Penalty 3326.719284 = -2843156.550525
  nChanged 1401
		SP:Iteration 2F (118947.010000 sec): 3 clusters
  Score: Raw -2847043.924410 + Penalty 3326.719284 = -2843717.205126
  nChanged 1382
		SP:Iteration 3Q (118947.260000 sec): 3 clusters
  Score: Raw -2847693.494448 + Penalty 3326.719284 = -2844366.775164
  nChanged 1421
		SP:Iteration 4F (118947.550000 sec): 3 clusters
  Score: Raw -2848415.559693 + Penalty 3326.719284 = -2845088.840409
  nChanged 1474
		SP:Iteration 5F (118947.840000 sec): 3 clusters
  Score: Raw -2849267.454804 + Penalty 3326.719284 = -2845940.735520
  nChanged 1489
		SP:Iteration 6F (118948.220000 sec): 3 clusters
  Score: Raw -2850203.193166 + Penalty 3326.719284 = -2846876.473882
  nChanged 1527
		SP:Iteration 7F (118948.470000 sec): 3 clusters
  Score: Raw -2851189.594783 + Penalty 3326.719284 = -2847862.875499
  nChanged 1488
		SP:Iteration 8F (118948.810000 sec): 3 clusters
  Score: Raw -2852063.604511 + Penalty 3326.719284 = -2848736.885227
  nChanged 1285
		SP:Iteration 9Q (118949.110000 sec): 3 clusters
  Score: Raw -2852725.145851 + Penalty 3326.719284 = -2849398.426567
  nChanged 1020
		SP:Iteration 10Q (118949.390000 sec): 3 clusters
  Score: Raw -2853168.700808 + Penalty 3326.719284 = -2849841.981524
  nChanged 767
		SP:Iteration 11Q (118949.710000 sec): 3 clusters
  Score: Raw -2853437.181178 + Penalty 3326.719284 = -2850110.461894
  nChanged 544
		SP:Iteration 12Q (118950.080000 sec): 3 clusters
  Score: Raw -2853578.622035 + Penalty 3326.719284 = -2850251.902751
  nChanged 402
		SP:Iteration 13Q (118950.380000 sec): 3 clusters
  Score: Raw -2853670.011123 + Penalty 3326.719284 = -2850343.291839
  nChanged 307
		SP:Iteration 14Q (118950.630000 sec): 3 clusters
  Score: Raw -2853729.854503 + Penalty 3326.719284 = -2850403.135220
  nChanged 285
		SP:Iteration 15Q (118950.940000 sec): 3 clusters
  Score: Raw -2853783.833231 + Penalty 3326.719284 = -2850457.113948
  nChanged 246
		SP:Iteration 16Q (118951.230000 sec): 3 clusters
  Score: Raw -2853830.212015 + Penalty 3326.719284 = -2850503.492731
  nChanged 236
		SP:Iteration 17Q (118951.610000 sec): 3 clusters
  Score: Raw -2853872.777724 + Penalty 3326.719284 = -2850546.058440
  nChanged 230
		SP:Iteration 18Q (118951.950000 sec): 3 clusters
  Score: Raw -2853911.416406 + Penalty 3326.719284 = -2850584.697122
  nChanged 202
		SP:Iteration 19Q (118952.230000 sec): 3 clusters
  Score: Raw -2853942.989807 + Penalty 3326.719284 = -2850616.270523
  nChanged 178
		SP:Iteration 20F (118952.530000 sec): 3 clusters
  Score: Raw -2853967.225284 + Penalty 3326.719284 = -2850640.506000
  nChanged 168
		SP:Iteration 21Q (118952.860000 sec): 3 clusters
  Score: Raw -2853991.055331 + Penalty 3326.719284 = -2850664.336047
  nChanged 190
		SP:Iteration 22Q (118953.170000 sec): 3 clusters
  Score: Raw -2854021.084522 + Penalty 3326.719284 = -2850694.365238
  nChanged 194
		SP:Iteration 23Q (118953.450000 sec): 3 clusters
  Score: Raw -2854049.713562 + Penalty 3326.719284 = -2850722.994278
  nChanged 192
		SP:Iteration 24Q (118953.750000 sec): 3 clusters
  Score: Raw -2854079.682434 + Penalty 3326.719284 = -2850752.963150
  nChanged 183
		SP:Iteration 25Q (118954.120000 sec): 3 clusters
  Score: Raw -2854107.505357 + Penalty 3326.719284 = -2850780.786073
  nChanged 181
		SP:Iteration 26Q (118954.410000 sec): 3 clusters
  Score: Raw -2854136.747179 + Penalty 3326.719284 = -2850810.027895
  nChanged 196
		SP:Iteration 27Q (118954.740000 sec): 3 clusters
  Score: Raw -2854167.470043 + Penalty 3326.719284 = -2850840.750759
  nChanged 183
		SP:Iteration 28Q (118955.040000 sec): 3 clusters
  Score: Raw -2854193.812439 + Penalty 3326.719284 = -2850867.093155
  nChanged 174
		SP:Iteration 29Q (118955.330000 sec): 3 clusters
  Score: Raw -2854219.294341 + Penalty 3326.719284 = -2850892.575057
  nChanged 185
		SP:Iteration 30Q (118955.640000 sec): 3 clusters
  Score: Raw -2854245.865150 + Penalty 3326.719284 = -2850919.145866
  nChanged 191
		SP:Iteration 31Q (118955.970000 sec): 3 clusters
  Score: Raw -2854276.862071 + Penalty 3326.719284 = -2850950.142787
  nChanged 244
		SP:Iteration 32Q (118956.280000 sec): 3 clusters
  Score: Raw -2854323.744359 + Penalty 3326.719284 = -2850997.025075
  nChanged 283
		SP:Iteration 33Q (118956.600000 sec): 3 clusters
  Score: Raw -2854384.837070 + Penalty 3326.719284 = -2851058.117786
  nChanged 316
		SP:Iteration 34Q (118956.900000 sec): 3 clusters
  Score: Raw -2854459.480968 + Penalty 3326.719284 = -2851132.761685
  nChanged 331
		SP:Iteration 35Q (118957.190000 sec): 3 clusters
  Score: Raw -2854549.501794 + Penalty 3326.719284 = -2851222.782510
  nChanged 329
		SP:Iteration 36Q (118957.450000 sec): 3 clusters
  Score: Raw -2854635.453739 + Penalty 3326.719284 = -2851308.734455
  nChanged 330
		SP:Iteration 37Q (118957.780000 sec): 3 clusters
  Score: Raw -2854717.603083 + Penalty 3326.719284 = -2851390.883800
  nChanged 334
		SP:Iteration 38Q (118958.080000 sec): 3 clusters
  Score: Raw -2854804.256367 + Penalty 3326.719284 = -2851477.537083
  nChanged 365
		SP:Iteration 39Q (118958.410000 sec): 3 clusters
  Score: Raw -2854917.334325 + Penalty 3326.719284 = -2851590.615041
  nChanged 408
		SP:Iteration 40F (118958.730000 sec): 3 clusters
  Score: Raw -2855049.953263 + Penalty 3326.719284 = -2851723.233979
  nChanged 392
		SP:Iteration 41Q (118958.990000 sec): 3 clusters
  Score: Raw -2855177.033993 + Penalty 3326.719284 = -2851850.314709
  nChanged 364
		SP:Iteration 42Q (118959.310000 sec): 3 clusters
  Score: Raw -2855307.878073 + Penalty 3326.719284 = -2851981.158789
  nChanged 385
		SP:Iteration 43Q (118959.580000 sec): 3 clusters
  Score: Raw -2855442.198798 + Penalty 3326.719284 = -2852115.479514
  nChanged 347
		SP:Iteration 44Q (118959.890000 sec): 3 clusters
  Score: Raw -2855563.333014 + Penalty 3326.719284 = -2852236.613730
  nChanged 364
		SP:Iteration 45Q (118960.180000 sec): 3 clusters
  Score: Raw -2855695.776019 + Penalty 3326.719284 = -2852369.056735
  nChanged 355
		SP:Iteration 46Q (118960.490000 sec): 3 clusters
  Score: Raw -2855842.168798 + Penalty 3326.719284 = -2852515.449514
  nChanged 331
		SP:Iteration 47Q (118960.810000 sec): 3 clusters
  Score: Raw -2855995.377867 + Penalty 3326.719284 = -2852668.658583
  nChanged 355
		SP:Iteration 48Q (118961.110000 sec): 3 clusters
  Score: Raw -2856197.354703 + Penalty 3326.719284 = -2852870.635419
  nChanged 374
		SP:Iteration 49Q (118961.390000 sec): 3 clusters
  Score: Raw -2856437.884766 + Penalty 3326.719284 = -2853111.165482
  nChanged 361
		SP:Iteration 50Q (118961.690000 sec): 3 clusters
  Score: Raw -2856705.493559 + Penalty 3326.719284 = -2853378.774275
  nChanged 329
		SP:Iteration 51Q (118962.000000 sec): 3 clusters
  Score: Raw -2856936.715444 + Penalty 3326.719284 = -2853609.996160
  nChanged 297
		SP:Iteration 52Q (118962.320000 sec): 3 clusters
  Score: Raw -2857097.498067 + Penalty 3326.719284 = -2853770.778783
  nChanged 221
		SP:Iteration 53Q (118962.620000 sec): 3 clusters
  Score: Raw -2857191.840914 + Penalty 3326.719284 = -2853865.121630
  nChanged 173
		SP:Iteration 54Q (118962.930000 sec): 3 clusters
  Score: Raw -2857242.257009 + Penalty 3326.719284 = -2853915.537725
  nChanged 120
		SP:Iteration 55Q (118963.210000 sec): 3 clusters
  Score: Raw -2857266.908143 + Penalty 3326.719284 = -2853940.188859
  nChanged 88
		SP:Iteration 56Q (118963.500000 sec): 3 clusters
  Score: Raw -2857280.829368 + Penalty 3326.719284 = -2853954.110084
  nChanged 68
		SP:Iteration 57Q (118963.800000 sec): 3 clusters
  Score: Raw -2857288.982983 + Penalty 3326.719284 = -2853962.263699
  nChanged 52
		SP:Iteration 58Q (118964.080000 sec): 3 clusters
  Score: Raw -2857294.180981 + Penalty 3326.719284 = -2853967.461697
  nChanged 40
		SP:Iteration 59Q (118964.400000 sec): 3 clusters
  Score: Raw -2857298.177409 + Penalty 3326.719284 = -2853971.458125
  nChanged 29
		SP:Iteration 60F (118964.690000 sec): 3 clusters
  Score: Raw -2857301.540184 + Penalty 3326.719284 = -2853974.820900
  nChanged 37
		SP:Iteration 61Q (118964.970000 sec): 3 clusters
  Score: Raw -2857304.968767 + Penalty 3326.719284 = -2853978.249483
  nChanged 31
		SP:Iteration 62Q (118965.250000 sec): 3 clusters
  Score: Raw -2857307.984016 + Penalty 3326.719284 = -2853981.264732
  nChanged 24
		SP:Iteration 63Q (118965.490000 sec): 3 clusters
  Score: Raw -2857309.721826 + Penalty 3326.719284 = -2853983.002542
  nChanged 19
		SP:Iteration 64Q (118965.770000 sec): 3 clusters
  Score: Raw -2857311.005796 + Penalty 3326.719284 = -2853984.286512
  nChanged 28
		SP:Iteration 65Q (118966.100000 sec): 3 clusters
  Score: Raw -2857313.026277 + Penalty 3326.719284 = -2853986.306993
  nChanged 19
		SP:Iteration 66Q (118966.350000 sec): 3 clusters
  Score: Raw -2857314.330951 + Penalty 3326.719284 = -2853987.611667
  nChanged 13
		SP:Iteration 67Q (118966.620000 sec): 3 clusters
  Score: Raw -2857315.026422 + Penalty 3326.719284 = -2853988.307138
  nChanged 8
		SP:Iteration 68Q (118966.840000 sec): 3 clusters
  Score: Raw -2857315.457764 + Penalty 3326.719284 = -2853988.738480
  nChanged 4
		SP:Iteration 69Q (118967.110000 sec): 3 clusters
  Score: Raw -2857315.714717 + Penalty 3326.719284 = -2853988.995433
  nChanged 7
		SP:Iteration 70Q (118967.380000 sec): 3 clusters
  Score: Raw -2857316.116759 + Penalty 3326.719284 = -2853989.397475
  nChanged 5
		SP:Iteration 71Q (118967.660000 sec): 3 clusters
  Score: Raw -2857316.474399 + Penalty 3326.719284 = -2853989.755115
  nChanged 4
		SP:Iteration 72Q (118968.010000 sec): 3 clusters
  Score: Raw -2857316.766135 + Penalty 3326.719284 = -2853990.046852
  nChanged 4
		SP:Iteration 73Q (118968.320000 sec): 3 clusters
  Score: Raw -2857316.925032 + Penalty 3326.719284 = -2853990.205748
  nChanged 2
		SP:Iteration 74Q (118968.600000 sec): 3 clusters
  Score: Raw -2857317.035156 + Penalty 3326.719284 = -2853990.315872
  nChanged 2
		SP:Iteration 75Q (118968.880000 sec): 3 clusters
  Score: Raw -2857317.141362 + Penalty 3326.719284 = -2853990.422078
  nChanged 2
		SP:Iteration 76Q (118969.230000 sec): 3 clusters
  Score: Raw -2857317.195260 + Penalty 3326.719284 = -2853990.475976
  nChanged 0
		SP:Iteration 77F (118969.470000 sec): 3 clusters
  Score: Raw -2857317.195260 + Penalty 3326.719284 = -2853990.475976
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118969.560000 sec): 2 clusters
  Score: Raw -148128.608336 + Penalty 1171.277229 = -146957.331107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118969.750000 sec): 3 clusters
  Score: Raw -147651.277731 + Penalty 2342.554458 = -145308.723272
  nChanged 412
		SP:Iteration 1F (118969.910000 sec): 3 clusters
  Score: Raw -147992.365101 + Penalty 2342.554458 = -145649.810643
  nChanged 108
		SP:Iteration 2F (118970.080000 sec): 3 clusters
  Score: Raw -148103.389090 + Penalty 2342.554458 = -145760.834632
  nChanged 79
		SP:Iteration 3F (118970.260000 sec): 3 clusters
  Score: Raw -148198.971637 + Penalty 2342.554458 = -145856.417178
  nChanged 78
		SP:Iteration 4F (118970.440000 sec): 3 clusters
  Score: Raw -148300.156441 + Penalty 2342.554458 = -145957.601983
  nChanged 72
		SP:Iteration 5F (118970.620000 sec): 3 clusters
  Score: Raw -148396.849782 + Penalty 2342.554458 = -146054.295323
  nChanged 58
		SP:Iteration 6Q (118970.790000 sec): 3 clusters
  Score: Raw -148466.616386 + Penalty 2342.554458 = -146124.061928
  nChanged 47
		SP:Iteration 7Q (118970.980000 sec): 3 clusters
  Score: Raw -148539.058944 + Penalty 2342.554458 = -146196.504486
  nChanged 39
		SP:Iteration 8Q (118971.180000 sec): 3 clusters
  Score: Raw -148586.530400 + Penalty 2342.554458 = -146243.975942
  nChanged 33
		SP:Iteration 9Q (118971.380000 sec): 3 clusters
  Score: Raw -148629.731086 + Penalty 2342.554458 = -146287.176627
  nChanged 19
		SP:Iteration 10Q (118971.540000 sec): 3 clusters
  Score: Raw -148648.487563 + Penalty 2342.554458 = -146305.933105
  nChanged 9
		SP:Iteration 11Q (118971.770000 sec): 3 clusters
  Score: Raw -148658.242222 + Penalty 2342.554458 = -146315.687764
  nChanged 7
		SP:Iteration 12Q (118972.020000 sec): 3 clusters
  Score: Raw -148663.382101 + Penalty 2342.554458 = -146320.827643
  nChanged 5
		SP:Iteration 13Q (118972.200000 sec): 3 clusters
  Score: Raw -148666.713960 + Penalty 2342.554458 = -146324.159502
  nChanged 9
		SP:Iteration 14Q (118972.370000 sec): 3 clusters
  Score: Raw -148679.723637 + Penalty 2342.554458 = -146337.169179
  nChanged 5
		SP:Iteration 15Q (118972.530000 sec): 3 clusters
  Score: Raw -148683.851041 + Penalty 2342.554458 = -146341.296583
  nChanged 3
		SP:Iteration 16Q (118972.690000 sec): 3 clusters
  Score: Raw -148690.190616 + Penalty 2342.554458 = -146347.636158
  nChanged 7
		SP:Iteration 17Q (118972.860000 sec): 3 clusters
  Score: Raw -148696.512499 + Penalty 2342.554458 = -146353.958041
  nChanged 5
		SP:Iteration 18Q (118973.010000 sec): 3 clusters
  Score: Raw -148703.033971 + Penalty 2342.554458 = -146360.479512
  nChanged 8
		SP:Iteration 19Q (118973.210000 sec): 3 clusters
  Score: Raw -148711.823339 + Penalty 2342.554458 = -146369.268880
  nChanged 7
		SP:Iteration 20F (118973.390000 sec): 3 clusters
  Score: Raw -148718.420601 + Penalty 2342.554458 = -146375.866143
  nChanged 5
		SP:Iteration 21Q (118973.550000 sec): 3 clusters
  Score: Raw -148722.736142 + Penalty 2342.554458 = -146380.181683
  nChanged 2
		SP:Iteration 22Q (118973.760000 sec): 3 clusters
  Score: Raw -148723.668359 + Penalty 2342.554458 = -146381.113900
  nChanged 0
		SP:Iteration 23F (118973.910000 sec): 3 clusters
  Score: Raw -148723.668359 + Penalty 2342.554458 = -146381.113900
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (4003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118974.010000 sec): 2 clusters
  Score: Raw -394822.073975 + Penalty 1347.904896 = -393474.169079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118974.170000 sec): 3 clusters
  Score: Raw -392812.947014 + Penalty 2695.809792 = -390117.137222
  nChanged 1576
		SP:Iteration 1F (118974.340000 sec): 3 clusters
  Score: Raw -393759.090117 + Penalty 2695.809792 = -391063.280326
  nChanged 364
		SP:Iteration 2F (118974.490000 sec): 3 clusters
  Score: Raw -394086.099735 + Penalty 2695.809792 = -391390.289943
  nChanged 335
		SP:Iteration 3F (118974.650000 sec): 3 clusters
  Score: Raw -394405.200123 + Penalty 2695.809792 = -391709.390331
  nChanged 275
		SP:Iteration 4F (118974.800000 sec): 3 clusters
  Score: Raw -394676.083281 + Penalty 2695.809792 = -391980.273490
  nChanged 226
		SP:Iteration 5F (118974.950000 sec): 3 clusters
  Score: Raw -394868.359386 + Penalty 2695.809792 = -392172.549594
  nChanged 162
		SP:Iteration 6Q (118975.090000 sec): 3 clusters
  Score: Raw -394997.841119 + Penalty 2695.809792 = -392302.031328
  nChanged 130
		SP:Iteration 7Q (118975.270000 sec): 3 clusters
  Score: Raw -395093.028755 + Penalty 2695.809792 = -392397.218964
  nChanged 128
		SP:Iteration 8Q (118975.510000 sec): 3 clusters
  Score: Raw -395192.721543 + Penalty 2695.809792 = -392496.911751
  nChanged 118
		SP:Iteration 9Q (118975.670000 sec): 3 clusters
  Score: Raw -395295.419025 + Penalty 2695.809792 = -392599.609234
  nChanged 114
		SP:Iteration 10Q (118975.860000 sec): 3 clusters
  Score: Raw -395396.464354 + Penalty 2695.809792 = -392700.654562
  nChanged 115
		SP:Iteration 11Q (118976.050000 sec): 3 clusters
  Score: Raw -395497.558833 + Penalty 2695.809792 = -392801.749042
  nChanged 92
		SP:Iteration 12Q (118976.230000 sec): 3 clusters
  Score: Raw -395556.030324 + Penalty 2695.809792 = -392860.220532
  nChanged 67
		SP:Iteration 13Q (118976.390000 sec): 3 clusters
  Score: Raw -395592.584568 + Penalty 2695.809792 = -392896.774776
  nChanged 54
		SP:Iteration 14Q (118976.570000 sec): 3 clusters
  Score: Raw -395619.020841 + Penalty 2695.809792 = -392923.211049
  nChanged 34
		SP:Iteration 15Q (118976.780000 sec): 3 clusters
  Score: Raw -395633.924540 + Penalty 2695.809792 = -392938.114748
  nChanged 30
		SP:Iteration 16Q (118976.910000 sec): 3 clusters
  Score: Raw -395644.642119 + Penalty 2695.809792 = -392948.832327
  nChanged 23
		SP:Iteration 17Q (118977.110000 sec): 3 clusters
  Score: Raw -395653.182009 + Penalty 2695.809792 = -392957.372217
  nChanged 20
		SP:Iteration 18Q (118977.300000 sec): 3 clusters
  Score: Raw -395660.323088 + Penalty 2695.809792 = -392964.513296
  nChanged 14
		SP:Iteration 19Q (118977.500000 sec): 3 clusters
  Score: Raw -395666.992362 + Penalty 2695.809792 = -392971.182570
  nChanged 14
		SP:Iteration 20F (118977.690000 sec): 3 clusters
  Score: Raw -395671.413152 + Penalty 2695.809792 = -392975.603360
  nChanged 15
		SP:Iteration 21Q (118977.850000 sec): 3 clusters
  Score: Raw -395676.104090 + Penalty 2695.809792 = -392980.294298
  nChanged 13
		SP:Iteration 22Q (118978.080000 sec): 3 clusters
  Score: Raw -395682.983420 + Penalty 2695.809792 = -392987.173628
  nChanged 15
		SP:Iteration 23Q (118978.300000 sec): 3 clusters
  Score: Raw -395686.967011 + Penalty 2695.809792 = -392991.157219
  nChanged 7
		SP:Iteration 24Q (118978.440000 sec): 3 clusters
  Score: Raw -395689.566504 + Penalty 2695.809792 = -392993.756712
  nChanged 5
		SP:Iteration 25Q (118978.630000 sec): 3 clusters
  Score: Raw -395692.236470 + Penalty 2695.809792 = -392996.426678
  nChanged 6
		SP:Iteration 26Q (118978.810000 sec): 3 clusters
  Score: Raw -395694.034853 + Penalty 2695.809792 = -392998.225061
  nChanged 5
		SP:Iteration 27Q (118978.950000 sec): 3 clusters
  Score: Raw -395696.056808 + Penalty 2695.809792 = -393000.247016
  nChanged 8
		SP:Iteration 28Q (118979.190000 sec): 3 clusters
  Score: Raw -395698.938899 + Penalty 2695.809792 = -393003.129108
  nChanged 9
		SP:Iteration 29Q (118979.340000 sec): 3 clusters
  Score: Raw -395702.410517 + Penalty 2695.809792 = -393006.600725
  nChanged 6
		SP:Iteration 30Q (118979.540000 sec): 3 clusters
  Score: Raw -395704.054589 + Penalty 2695.809792 = -393008.244797
  nChanged 6
		SP:Iteration 31Q (118979.750000 sec): 3 clusters
  Score: Raw -395705.110856 + Penalty 2695.809792 = -393009.301064
  nChanged 3
		SP:Iteration 32Q (118979.950000 sec): 3 clusters
  Score: Raw -395705.429781 + Penalty 2695.809792 = -393009.619990
  nChanged 0
		SP:Iteration 33F (118980.120000 sec): 3 clusters
  Score: Raw -395705.429781 + Penalty 2695.809792 = -393009.619990
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118980.230000 sec): 2 clusters
  Score: Raw -782784.135339 + Penalty 1447.112657 = -781337.022681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118980.440000 sec): 3 clusters
  Score: Raw -778786.457501 + Penalty 2894.225315 = -775892.232186
  nChanged 3080
		SP:Iteration 1F (118980.640000 sec): 3 clusters
  Score: Raw -780420.667247 + Penalty 2894.225315 = -777526.441932
  nChanged 478
		SP:Iteration 2F (118980.850000 sec): 3 clusters
  Score: Raw -780694.134115 + Penalty 2894.225315 = -777799.908800
  nChanged 455
		SP:Iteration 3F (118981.060000 sec): 3 clusters
  Score: Raw -781006.210783 + Penalty 2894.225315 = -778111.985468
  nChanged 456
		SP:Iteration 4F (118981.260000 sec): 3 clusters
  Score: Raw -781371.717067 + Penalty 2894.225315 = -778477.491752
  nChanged 461
		SP:Iteration 5F (118981.460000 sec): 3 clusters
  Score: Raw -781703.428391 + Penalty 2894.225315 = -778809.203076
  nChanged 437
		SP:Iteration 6F (118981.680000 sec): 3 clusters
  Score: Raw -782006.405118 + Penalty 2894.225315 = -779112.179803
  nChanged 388
		SP:Iteration 7F (118981.930000 sec): 3 clusters
  Score: Raw -782241.311256 + Penalty 2894.225315 = -779347.085941
  nChanged 288
		SP:Iteration 8Q (118982.120000 sec): 3 clusters
  Score: Raw -782394.096014 + Penalty 2894.225315 = -779499.870699
  nChanged 252
		SP:Iteration 9Q (118982.330000 sec): 3 clusters
  Score: Raw -782510.500011 + Penalty 2894.225315 = -779616.274696
  nChanged 197
		SP:Iteration 10Q (118982.520000 sec): 3 clusters
  Score: Raw -782582.517854 + Penalty 2894.225315 = -779688.292539
  nChanged 122
		SP:Iteration 11Q (118982.730000 sec): 3 clusters
  Score: Raw -782620.213656 + Penalty 2894.225315 = -779725.988341
  nChanged 92
		SP:Iteration 12Q (118982.910000 sec): 3 clusters
  Score: Raw -782645.630016 + Penalty 2894.225315 = -779751.404701
  nChanged 58
		SP:Iteration 13Q (118983.140000 sec): 3 clusters
  Score: Raw -782660.995972 + Penalty 2894.225315 = -779766.770657
  nChanged 45
		SP:Iteration 14Q (118983.310000 sec): 3 clusters
  Score: Raw -782670.348919 + Penalty 2894.225315 = -779776.123604
  nChanged 37
		SP:Iteration 15Q (118983.530000 sec): 3 clusters
  Score: Raw -782676.477000 + Penalty 2894.225315 = -779782.251685
  nChanged 23
		SP:Iteration 16Q (118983.750000 sec): 3 clusters
  Score: Raw -782679.453190 + Penalty 2894.225315 = -779785.227875
  nChanged 14
		SP:Iteration 17Q (118983.930000 sec): 3 clusters
  Score: Raw -782681.326847 + Penalty 2894.225315 = -779787.101532
  nChanged 7
		SP:Iteration 18Q (118984.110000 sec): 3 clusters
  Score: Raw -782682.500651 + Penalty 2894.225315 = -779788.275336
  nChanged 6
		SP:Iteration 19Q (118984.290000 sec): 3 clusters
  Score: Raw -782683.834694 + Penalty 2894.225315 = -779789.609379
  nChanged 7
		SP:Iteration 20F (118984.490000 sec): 3 clusters
  Score: Raw -782684.834329 + Penalty 2894.225315 = -779790.609014
  nChanged 3
		SP:Iteration 21Q (118984.670000 sec): 3 clusters
  Score: Raw -782685.237258 + Penalty 2894.225315 = -779791.011943
  nChanged 6
		SP:Iteration 22Q (118984.860000 sec): 3 clusters
  Score: Raw -782685.978601 + Penalty 2894.225315 = -779791.753286
  nChanged 6
		SP:Iteration 23Q (118985.030000 sec): 3 clusters
  Score: Raw -782687.007451 + Penalty 2894.225315 = -779792.782136
  nChanged 7
		SP:Iteration 24Q (118985.250000 sec): 3 clusters
  Score: Raw -782688.094116 + Penalty 2894.225315 = -779793.868801
  nChanged 6
		SP:Iteration 25Q (118985.480000 sec): 3 clusters
  Score: Raw -782688.999683 + Penalty 2894.225315 = -779794.774368
  nChanged 6
		SP:Iteration 26Q (118985.690000 sec): 3 clusters
  Score: Raw -782689.921073 + Penalty 2894.225315 = -779795.695759
  nChanged 3
		SP:Iteration 27Q (118985.870000 sec): 3 clusters
  Score: Raw -782690.540471 + Penalty 2894.225315 = -779796.315156
  nChanged 2
		SP:Iteration 28Q (118986.100000 sec): 3 clusters
  Score: Raw -782691.263428 + Penalty 2894.225315 = -779797.038113
  nChanged 10
		SP:Iteration 29Q (118986.290000 sec): 3 clusters
  Score: Raw -782693.062777 + Penalty 2894.225315 = -779798.837462
  nChanged 9
		SP:Iteration 30Q (118986.510000 sec): 3 clusters
  Score: Raw -782694.817070 + Penalty 2894.225315 = -779800.591755
  nChanged 6
		SP:Iteration 31Q (118986.700000 sec): 3 clusters
  Score: Raw -782695.740173 + Penalty 2894.225315 = -779801.514858
  nChanged 4
		SP:Iteration 32Q (118986.930000 sec): 3 clusters
  Score: Raw -782696.356355 + Penalty 2894.225315 = -779802.131040
  nChanged 4
		SP:Iteration 33Q (118987.160000 sec): 3 clusters
  Score: Raw -782696.602598 + Penalty 2894.225315 = -779802.377283
  nChanged 1
		SP:Iteration 34Q (118987.340000 sec): 3 clusters
  Score: Raw -782696.659011 + Penalty 2894.225315 = -779802.433696
  nChanged 2
		SP:Iteration 35Q (118987.560000 sec): 3 clusters
  Score: Raw -782696.917170 + Penalty 2894.225315 = -779802.691855
  nChanged 3
		SP:Iteration 36Q (118987.790000 sec): 3 clusters
  Score: Raw -782697.122265 + Penalty 2894.225315 = -779802.896950
  nChanged 2
		SP:Iteration 37Q (118987.960000 sec): 3 clusters
  Score: Raw -782697.321141 + Penalty 2894.225315 = -779803.095826
  nChanged 1
		SP:Iteration 38Q (118988.120000 sec): 3 clusters
  Score: Raw -782697.636957 + Penalty 2894.225315 = -779803.411642
  nChanged 2
		SP:Iteration 39Q (118988.310000 sec): 3 clusters
  Score: Raw -782698.015038 + Penalty 2894.225315 = -779803.789723
  nChanged 3
		SP:Iteration 40F (118988.480000 sec): 3 clusters
  Score: Raw -782698.230660 + Penalty 2894.225315 = -779804.005345
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118988.610000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118988.760000 sec): 3 clusters
  Score: Raw -85716.295125 + Penalty 2192.965621 = -83523.329504
  nChanged 228
		SP:Iteration 1F (118988.950000 sec): 3 clusters
  Score: Raw -85937.564823 + Penalty 2192.965621 = -83744.599202
  nChanged 73
		SP:Iteration 2F (118989.120000 sec): 3 clusters
  Score: Raw -86032.129047 + Penalty 2192.965621 = -83839.163426
  nChanged 36
		SP:Iteration 3Q (118989.320000 sec): 3 clusters
  Score: Raw -86084.136666 + Penalty 2192.965621 = -83891.171045
  nChanged 35
		SP:Iteration 4Q (118989.450000 sec): 3 clusters
  Score: Raw -86125.491788 + Penalty 2192.965621 = -83932.526167
  nChanged 21
		SP:Iteration 5Q (118989.630000 sec): 3 clusters
  Score: Raw -86161.795864 + Penalty 2192.965621 = -83968.830243
  nChanged 18
		SP:Iteration 6Q (118989.840000 sec): 3 clusters
  Score: Raw -86195.422504 + Penalty 2192.965621 = -84002.456883
  nChanged 23
		SP:Iteration 7Q (118989.970000 sec): 3 clusters
  Score: Raw -86229.568922 + Penalty 2192.965621 = -84036.603301
  nChanged 15
		SP:Iteration 8Q (118990.180000 sec): 3 clusters
  Score: Raw -86248.279055 + Penalty 2192.965621 = -84055.313434
  nChanged 8
		SP:Iteration 9Q (118990.360000 sec): 3 clusters
  Score: Raw -86258.474329 + Penalty 2192.965621 = -84065.508707
  nChanged 7
		SP:Iteration 10Q (118990.490000 sec): 3 clusters
  Score: Raw -86264.391263 + Penalty 2192.965621 = -84071.425642
  nChanged 3
		SP:Iteration 11Q (118990.620000 sec): 3 clusters
  Score: Raw -86267.551135 + Penalty 2192.965621 = -84074.585514
  nChanged 2
		SP:Iteration 12Q (118990.750000 sec): 3 clusters
  Score: Raw -86269.475225 + Penalty 2192.965621 = -84076.509604
  nChanged 6
		SP:Iteration 13Q (118990.940000 sec): 3 clusters
  Score: Raw -86276.726431 + Penalty 2192.965621 = -84083.760810
  nChanged 3
		SP:Iteration 14Q (118991.140000 sec): 3 clusters
  Score: Raw -86279.340043 + Penalty 2192.965621 = -84086.374422
  nChanged 0
		SP:Iteration 15F (118991.290000 sec): 3 clusters
  Score: Raw -86279.340043 + Penalty 2192.965621 = -84086.374422
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (16096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (118991.480000 sec): 2 clusters
  Score: Raw -1663197.458772 + Penalty 1574.027987 = -1661623.430785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (118991.690000 sec): 3 clusters
  Score: Raw -1653650.536950 + Penalty 3148.055974 = -1650502.480977
  nChanged 7259
		SP:Iteration 1F (118991.920000 sec): 3 clusters
  Score: Raw -1657766.086473 + Penalty 3148.055974 = -1654618.030499
  nChanged 997
		SP:Iteration 2F (118992.170000 sec): 3 clusters
  Score: Raw -1658260.884791 + Penalty 3148.055974 = -1655112.828817
  nChanged 926
		SP:Iteration 3F (118992.400000 sec): 3 clusters
  Score: Raw -1658762.858986 + Penalty 3148.055974 = -1655614.803012
  nChanged 933
		SP:Iteration 4F (118992.660000 sec): 3 clusters
  Score: Raw -1659299.588324 + Penalty 3148.055974 = -1656151.532351
  nChanged 924
		SP:Iteration 5F (118992.940000 sec): 3 clusters
  Score: Raw -1659802.388256 + Penalty 3148.055974 = -1656654.332283
  nChanged 870
		SP:Iteration 6F (118993.160000 sec): 3 clusters
  Score: Raw -1660242.611419 + Penalty 3148.055974 = -1657094.555446
  nChanged 754
		SP:Iteration 7Q (118993.430000 sec): 3 clusters
  Score: Raw -1660588.951774 + Penalty 3148.055974 = -1657440.895800
  nChanged 676
		SP:Iteration 8Q (118993.700000 sec): 3 clusters
  Score: Raw -1660855.891445 + Penalty 3148.055974 = -1657707.835471
  nChanged 577
		SP:Iteration 9Q (118993.960000 sec): 3 clusters
  Score: Raw -1661079.789397 + Penalty 3148.055974 = -1657931.733423
  nChanged 512
		SP:Iteration 10Q (118994.200000 sec): 3 clusters
  Score: Raw -1661261.998353 + Penalty 3148.055974 = -1658113.942379
  nChanged 433
		SP:Iteration 11Q (118994.440000 sec): 3 clusters
  Score: Raw -1661402.755625 + Penalty 3148.055974 = -1658254.699651
  nChanged 391
		SP:Iteration 12Q (118994.670000 sec): 3 clusters
  Score: Raw -1661523.754379 + Penalty 3148.055974 = -1658375.698405
  nChanged 328
		SP:Iteration 13Q (118994.880000 sec): 3 clusters
  Score: Raw -1661621.234647 + Penalty 3148.055974 = -1658473.178673
  nChanged 295
		SP:Iteration 14Q (118995.120000 sec): 3 clusters
  Score: Raw -1661705.097514 + Penalty 3148.055974 = -1658557.041540
  nChanged 251
		SP:Iteration 15Q (118995.370000 sec): 3 clusters
  Score: Raw -1661776.240887 + Penalty 3148.055974 = -1658628.184913
  nChanged 221
		SP:Iteration 16Q (118995.600000 sec): 3 clusters
  Score: Raw -1661837.120503 + Penalty 3148.055974 = -1658689.064529
  nChanged 216
		SP:Iteration 17Q (118995.870000 sec): 3 clusters
  Score: Raw -1661891.648565 + Penalty 3148.055974 = -1658743.592592
  nChanged 195
		SP:Iteration 18Q (118996.060000 sec): 3 clusters
  Score: Raw -1661936.502018 + Penalty 3148.055974 = -1658788.446044
  nChanged 166
		SP:Iteration 19Q (118996.320000 sec): 3 clusters
  Score: Raw -1661972.839712 + Penalty 3148.055974 = -1658824.783738
  nChanged 161
		SP:Iteration 20F (118996.500000 sec): 3 clusters
  Score: Raw -1662010.292606 + Penalty 3148.055974 = -1658862.236633
  nChanged 182
		SP:Iteration 21Q (118996.780000 sec): 3 clusters
  Score: Raw -1662057.016241 + Penalty 3148.055974 = -1658908.960267
  nChanged 181
		SP:Iteration 22Q (118997.020000 sec): 3 clusters
  Score: Raw -1662102.590682 + Penalty 3148.055974 = -1658954.534708
  nChanged 174
		SP:Iteration 23Q (118997.220000 sec): 3 clusters
  Score: Raw -1662148.588137 + Penalty 3148.055974 = -1659000.532163
  nChanged 167
		SP:Iteration 24Q (118997.480000 sec): 3 clusters
  Score: Raw -1662193.931543 + Penalty 3148.055974 = -1659045.875570
  nChanged 167
		SP:Iteration 25Q (118997.720000 sec): 3 clusters
  Score: Raw -1662238.378870 + Penalty 3148.055974 = -1659090.322896
  nChanged 151
		SP:Iteration 26Q (118997.980000 sec): 3 clusters
  Score: Raw -1662279.366270 + Penalty 3148.055974 = -1659131.310296
  nChanged 155
		SP:Iteration 27Q (118998.200000 sec): 3 clusters
  Score: Raw -1662324.715299 + Penalty 3148.055974 = -1659176.659325
  nChanged 163
		SP:Iteration 28Q (118998.460000 sec): 3 clusters
  Score: Raw -1662383.118385 + Penalty 3148.055974 = -1659235.062411
  nChanged 170
		SP:Iteration 29Q (118998.680000 sec): 3 clusters
  Score: Raw -1662445.405816 + Penalty 3148.055974 = -1659297.349843
  nChanged 176
		SP:Iteration 30Q (118998.910000 sec): 3 clusters
  Score: Raw -1662519.068774 + Penalty 3148.055974 = -1659371.012801
  nChanged 181
		SP:Iteration 31Q (118999.150000 sec): 3 clusters
  Score: Raw -1662593.508044 + Penalty 3148.055974 = -1659445.452071
  nChanged 154
		SP:Iteration 32Q (118999.400000 sec): 3 clusters
  Score: Raw -1662661.337789 + Penalty 3148.055974 = -1659513.281815
  nChanged 154
		SP:Iteration 33Q (118999.630000 sec): 3 clusters
  Score: Raw -1662738.910592 + Penalty 3148.055974 = -1659590.854619
  nChanged 177
		SP:Iteration 34Q (118999.900000 sec): 3 clusters
  Score: Raw -1662831.673975 + Penalty 3148.055974 = -1659683.618001
  nChanged 181
		SP:Iteration 35Q (119000.120000 sec): 3 clusters
  Score: Raw -1662938.559187 + Penalty 3148.055974 = -1659790.503213
  nChanged 176
		SP:Iteration 36Q (119000.380000 sec): 3 clusters
  Score: Raw -1663043.456453 + Penalty 3148.055974 = -1659895.400480
  nChanged 114
		SP:Iteration 37Q (119000.610000 sec): 3 clusters
  Score: Raw -1663107.220329 + Penalty 3148.055974 = -1659959.164355
  nChanged 91
		SP:Iteration 38Q (119000.900000 sec): 3 clusters
  Score: Raw -1663154.967652 + Penalty 3148.055974 = -1660006.911678
  nChanged 64
		SP:Iteration 39Q (119001.100000 sec): 3 clusters
  Score: Raw -1663187.490557 + Penalty 3148.055974 = -1660039.434583
  nChanged 42
		SP:Iteration 40F (119001.350000 sec): 3 clusters
  Score: Raw -1663208.039462 + Penalty 3148.055974 = -1660059.983488
  nChanged 45
		SP:Iteration 41Q (119001.580000 sec): 3 clusters
  Score: Raw -1663230.553379 + Penalty 3148.055974 = -1660082.497405
  nChanged 41
		SP:Iteration 42Q (119001.780000 sec): 3 clusters
  Score: Raw -1663255.379174 + Penalty 3148.055974 = -1660107.323200
  nChanged 35
		SP:Iteration 43Q (119002.050000 sec): 3 clusters
  Score: Raw -1663274.557849 + Penalty 3148.055974 = -1660126.501875
  nChanged 34
		SP:Iteration 44Q (119002.300000 sec): 3 clusters
  Score: Raw -1663299.840413 + Penalty 3148.055974 = -1660151.784439
  nChanged 38
		SP:Iteration 45Q (119002.550000 sec): 3 clusters
  Score: Raw -1663323.317457 + Penalty 3148.055974 = -1660175.261483
  nChanged 24
		SP:Iteration 46Q (119002.780000 sec): 3 clusters
  Score: Raw -1663335.060465 + Penalty 3148.055974 = -1660187.004491
  nChanged 23
		SP:Iteration 47Q (119002.970000 sec): 3 clusters
  Score: Raw -1663349.970680 + Penalty 3148.055974 = -1660201.914706
  nChanged 16
		SP:Iteration 48Q (119003.230000 sec): 3 clusters
  Score: Raw -1663362.027156 + Penalty 3148.055974 = -1660213.971182
  nChanged 24
		SP:Iteration 49Q (119003.440000 sec): 3 clusters
  Score: Raw -1663375.648452 + Penalty 3148.055974 = -1660227.592478
  nChanged 23
		SP:Iteration 50Q (119003.650000 sec): 3 clusters
  Score: Raw -1663387.692119 + Penalty 3148.055974 = -1660239.636146
  nChanged 18
		SP:Iteration 51Q (119003.840000 sec): 3 clusters
  Score: Raw -1663403.959602 + Penalty 3148.055974 = -1660255.903629
  nChanged 23
		SP:Iteration 52Q (119004.080000 sec): 3 clusters
  Score: Raw -1663419.724036 + Penalty 3148.055974 = -1660271.668062
  nChanged 19
		SP:Iteration 53Q (119004.270000 sec): 3 clusters
  Score: Raw -1663432.130593 + Penalty 3148.055974 = -1660284.074619
  nChanged 13
		SP:Iteration 54Q (119004.530000 sec): 3 clusters
  Score: Raw -1663443.838134 + Penalty 3148.055974 = -1660295.782161
  nChanged 16
		SP:Iteration 55Q (119004.740000 sec): 3 clusters
  Score: Raw -1663453.866320 + Penalty 3148.055974 = -1660305.810347
  nChanged 8
		SP:Iteration 56Q (119004.960000 sec): 3 clusters
  Score: Raw -1663458.569695 + Penalty 3148.055974 = -1660310.513721
  nChanged 9
		SP:Iteration 57Q (119005.210000 sec): 3 clusters
  Score: Raw -1663464.469793 + Penalty 3148.055974 = -1660316.413819
  nChanged 6
		SP:Iteration 58Q (119005.470000 sec): 3 clusters
  Score: Raw -1663467.502354 + Penalty 3148.055974 = -1660319.446381
  nChanged 4
		SP:Iteration 59Q (119005.660000 sec): 3 clusters
  Score: Raw -1663469.644390 + Penalty 3148.055974 = -1660321.588416
  nChanged 6
		SP:Iteration 60F (119005.900000 sec): 3 clusters
  Score: Raw -1663472.467556 + Penalty 3148.055974 = -1660324.411583
  nChanged 3
		SP:Iteration 61Q (119006.130000 sec): 3 clusters
  Score: Raw -1663475.273773 + Penalty 3148.055974 = -1660327.217799
  nChanged 3
		SP:Iteration 62Q (119006.370000 sec): 3 clusters
  Score: Raw -1663477.232420 + Penalty 3148.055974 = -1660329.176446
  nChanged 2
		SP:Iteration 63Q (119006.620000 sec): 3 clusters
  Score: Raw -1663478.330989 + Penalty 3148.055974 = -1660330.275015
  nChanged 2
		SP:Iteration 64Q (119006.820000 sec): 3 clusters
  Score: Raw -1663479.301998 + Penalty 3148.055974 = -1660331.246025
  nChanged 2
		SP:Iteration 65Q (119007.100000 sec): 3 clusters
  Score: Raw -1663480.563160 + Penalty 3148.055974 = -1660332.507187
  nChanged 3
		SP:Iteration 66Q (119007.300000 sec): 3 clusters
  Score: Raw -1663483.090043 + Penalty 3148.055974 = -1660335.034069
  nChanged 2
		SP:Iteration 67Q (119007.530000 sec): 3 clusters
  Score: Raw -1663484.286688 + Penalty 3148.055974 = -1660336.230714
  nChanged 2
		SP:Iteration 68Q (119007.780000 sec): 3 clusters
  Score: Raw -1663485.716937 + Penalty 3148.055974 = -1660337.660963
  nChanged 2
		SP:Iteration 69Q (119007.980000 sec): 3 clusters
  Score: Raw -1663486.662651 + Penalty 3148.055974 = -1660338.606677
  nChanged 1
		SP:Iteration 70Q (119008.170000 sec): 3 clusters
  Score: Raw -1663486.841729 + Penalty 3148.055974 = -1660338.785755
  nChanged 0
		SP:Iteration 71F (119008.410000 sec): 3 clusters
  Score: Raw -1663486.841729 + Penalty 3148.055974 = -1660338.785755
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119008.530000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119008.680000 sec): 3 clusters
  Score: Raw -46930.393169 + Penalty 1975.978288 = -44954.414880
  nChanged 80
		SP:Iteration 1F (119008.880000 sec): 3 clusters
  Score: Raw -47040.425120 + Penalty 1975.978288 = -45064.446832
  nChanged 25
		SP:Iteration 2F (119009.030000 sec): 3 clusters
  Score: Raw -47088.683789 + Penalty 1975.978288 = -45112.705500
  nChanged 11
		SP:Iteration 3Q (119009.200000 sec): 3 clusters
  Score: Raw -47110.236289 + Penalty 1975.978288 = -45134.258000
  nChanged 6
		SP:Iteration 4Q (119009.330000 sec): 3 clusters
  Score: Raw -47118.452160 + Penalty 1975.978288 = -45142.473872
  nChanged 3
		SP:Iteration 5Q (119009.510000 sec): 3 clusters
  Score: Raw -47121.499992 + Penalty 1975.978288 = -45145.521704
  nChanged 1
		SP:Iteration 6Q (119009.690000 sec): 3 clusters
  Score: Raw -47122.241191 + Penalty 1975.978288 = -45146.262903
  nChanged 0
		SP:Iteration 7F (119009.840000 sec): 3 clusters
  Score: Raw -47122.241191 + Penalty 1975.978288 = -45146.262903
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119009.990000 sec): 2 clusters
  Score: Raw -473885.697419 + Penalty 1389.004889 = -472496.692530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119010.150000 sec): 3 clusters
  Score: Raw -471192.191600 + Penalty 2778.009779 = -468414.181821
  nChanged 2153
		SP:Iteration 1F (119010.350000 sec): 3 clusters
  Score: Raw -472583.390779 + Penalty 2778.009779 = -469805.381000
  nChanged 424
		SP:Iteration 2F (119010.540000 sec): 3 clusters
  Score: Raw -472874.907425 + Penalty 2778.009779 = -470096.897646
  nChanged 346
		SP:Iteration 3F (119010.730000 sec): 3 clusters
  Score: Raw -473106.689548 + Penalty 2778.009779 = -470328.679770
  nChanged 313
		SP:Iteration 4F (119010.910000 sec): 3 clusters
  Score: Raw -473318.931756 + Penalty 2778.009779 = -470540.921977
  nChanged 268
		SP:Iteration 5F (119011.050000 sec): 3 clusters
  Score: Raw -473513.983883 + Penalty 2778.009779 = -470735.974105
  nChanged 208
		SP:Iteration 6Q (119011.270000 sec): 3 clusters
  Score: Raw -473646.440770 + Penalty 2778.009779 = -470868.430991
  nChanged 161
		SP:Iteration 7Q (119011.440000 sec): 3 clusters
  Score: Raw -473722.480335 + Penalty 2778.009779 = -470944.470556
  nChanged 101
		SP:Iteration 8Q (119011.590000 sec): 3 clusters
  Score: Raw -473769.679318 + Penalty 2778.009779 = -470991.669539
  nChanged 97
		SP:Iteration 9Q (119011.780000 sec): 3 clusters
  Score: Raw -473810.077836 + Penalty 2778.009779 = -471032.068057
  nChanged 82
		SP:Iteration 10Q (119011.940000 sec): 3 clusters
  Score: Raw -473843.509533 + Penalty 2778.009779 = -471065.499754
  nChanged 82
		SP:Iteration 11Q (119012.150000 sec): 3 clusters
  Score: Raw -473876.604114 + Penalty 2778.009779 = -471098.594335
  nChanged 65
		SP:Iteration 12Q (119012.380000 sec): 3 clusters
  Score: Raw -473900.324132 + Penalty 2778.009779 = -471122.314353
  nChanged 49
		SP:Iteration 13Q (119012.560000 sec): 3 clusters
  Score: Raw -473918.244096 + Penalty 2778.009779 = -471140.234317
  nChanged 54
		SP:Iteration 14Q (119012.760000 sec): 3 clusters
  Score: Raw -473941.801550 + Penalty 2778.009779 = -471163.791771
  nChanged 66
		SP:Iteration 15Q (119012.900000 sec): 3 clusters
  Score: Raw -473968.275436 + Penalty 2778.009779 = -471190.265657
  nChanged 61
		SP:Iteration 16Q (119013.110000 sec): 3 clusters
  Score: Raw -473994.012595 + Penalty 2778.009779 = -471216.002816
  nChanged 65
		SP:Iteration 17Q (119013.290000 sec): 3 clusters
  Score: Raw -474026.789378 + Penalty 2778.009779 = -471248.779599
  nChanged 65
		SP:Iteration 18Q (119013.510000 sec): 3 clusters
  Score: Raw -474057.077043 + Penalty 2778.009779 = -471279.067264
  nChanged 66
		SP:Iteration 19Q (119013.690000 sec): 3 clusters
  Score: Raw -474084.005866 + Penalty 2778.009779 = -471305.996087
  nChanged 61
		SP:Iteration 20F (119013.880000 sec): 3 clusters
  Score: Raw -474110.176657 + Penalty 2778.009779 = -471332.166878
  nChanged 57
		SP:Iteration 21Q (119014.060000 sec): 3 clusters
  Score: Raw -474136.779039 + Penalty 2778.009779 = -471358.769260
  nChanged 50
		SP:Iteration 22Q (119014.260000 sec): 3 clusters
  Score: Raw -474160.818460 + Penalty 2778.009779 = -471382.808681
  nChanged 40
		SP:Iteration 23Q (119014.430000 sec): 3 clusters
  Score: Raw -474179.269921 + Penalty 2778.009779 = -471401.260142
  nChanged 35
		SP:Iteration 24Q (119014.640000 sec): 3 clusters
  Score: Raw -474198.562225 + Penalty 2778.009779 = -471420.552446
  nChanged 37
		SP:Iteration 25Q (119014.830000 sec): 3 clusters
  Score: Raw -474223.104044 + Penalty 2778.009779 = -471445.094265
  nChanged 45
		SP:Iteration 26Q (119015.000000 sec): 3 clusters
  Score: Raw -474249.948881 + Penalty 2778.009779 = -471471.939102
  nChanged 25
		SP:Iteration 27Q (119015.210000 sec): 3 clusters
  Score: Raw -474261.202718 + Penalty 2778.009779 = -471483.192939
  nChanged 17
		SP:Iteration 28Q (119015.410000 sec): 3 clusters
  Score: Raw -474272.639835 + Penalty 2778.009779 = -471494.630057
  nChanged 25
		SP:Iteration 29Q (119015.570000 sec): 3 clusters
  Score: Raw -474286.333826 + Penalty 2778.009779 = -471508.324047
  nChanged 23
		SP:Iteration 30Q (119015.780000 sec): 3 clusters
  Score: Raw -474298.213444 + Penalty 2778.009779 = -471520.203666
  nChanged 24
		SP:Iteration 31Q (119015.980000 sec): 3 clusters
  Score: Raw -474311.778566 + Penalty 2778.009779 = -471533.768787
  nChanged 27
		SP:Iteration 32Q (119016.150000 sec): 3 clusters
  Score: Raw -474326.290695 + Penalty 2778.009779 = -471548.280916
  nChanged 23
		SP:Iteration 33Q (119016.360000 sec): 3 clusters
  Score: Raw -474338.604350 + Penalty 2778.009779 = -471560.594571
  nChanged 25
		SP:Iteration 34Q (119016.550000 sec): 3 clusters
  Score: Raw -474351.383879 + Penalty 2778.009779 = -471573.374100
  nChanged 21
		SP:Iteration 35Q (119016.760000 sec): 3 clusters
  Score: Raw -474363.063075 + Penalty 2778.009779 = -471585.053296
  nChanged 15
		SP:Iteration 36Q (119016.970000 sec): 3 clusters
  Score: Raw -474370.103176 + Penalty 2778.009779 = -471592.093397
  nChanged 12
		SP:Iteration 37Q (119017.160000 sec): 3 clusters
  Score: Raw -474376.601741 + Penalty 2778.009779 = -471598.591963
  nChanged 6
		SP:Iteration 38Q (119017.340000 sec): 3 clusters
  Score: Raw -474379.429860 + Penalty 2778.009779 = -471601.420081
  nChanged 5
		SP:Iteration 39Q (119017.560000 sec): 3 clusters
  Score: Raw -474381.997142 + Penalty 2778.009779 = -471603.987363
  nChanged 4
		SP:Iteration 40F (119017.720000 sec): 3 clusters
  Score: Raw -474386.936846 + Penalty 2778.009779 = -471608.927067
  nChanged 9
		SP:Iteration 41Q (119017.910000 sec): 3 clusters
  Score: Raw -474394.484051 + Penalty 2778.009779 = -471616.474272
  nChanged 6
		SP:Iteration 42Q (119018.100000 sec): 3 clusters
  Score: Raw -474400.291104 + Penalty 2778.009779 = -471622.281325
  nChanged 10
		SP:Iteration 43Q (119018.310000 sec): 3 clusters
  Score: Raw -474405.923573 + Penalty 2778.009779 = -471627.913794
  nChanged 7
		SP:Iteration 44Q (119018.450000 sec): 3 clusters
  Score: Raw -474410.581464 + Penalty 2778.009779 = -471632.571686
  nChanged 8
		SP:Iteration 45Q (119018.650000 sec): 3 clusters
  Score: Raw -474418.247665 + Penalty 2778.009779 = -471640.237886
  nChanged 9
		SP:Iteration 46Q (119018.810000 sec): 3 clusters
  Score: Raw -474422.594243 + Penalty 2778.009779 = -471644.584464
  nChanged 6
		SP:Iteration 47Q (119019.020000 sec): 3 clusters
  Score: Raw -474427.872511 + Penalty 2778.009779 = -471649.862732
  nChanged 7
		SP:Iteration 48Q (119019.170000 sec): 3 clusters
  Score: Raw -474429.946332 + Penalty 2778.009779 = -471651.936554
  nChanged 2
		SP:Iteration 49Q (119019.350000 sec): 3 clusters
  Score: Raw -474430.807913 + Penalty 2778.009779 = -471652.798135
  nChanged 2
		SP:Iteration 50Q (119019.540000 sec): 3 clusters
  Score: Raw -474431.741179 + Penalty 2778.009779 = -471653.731400
  nChanged 4
		SP:Iteration 51Q (119019.710000 sec): 3 clusters
  Score: Raw -474433.486999 + Penalty 2778.009779 = -471655.477220
  nChanged 1
		SP:Iteration 52Q (119019.880000 sec): 3 clusters
  Score: Raw -474433.629757 + Penalty 2778.009779 = -471655.619978
  nChanged 1
		SP:Iteration 53Q (119020.090000 sec): 3 clusters
  Score: Raw -474433.924121 + Penalty 2778.009779 = -471655.914342
  nChanged 0
		SP:Iteration 54F (119020.270000 sec): 3 clusters
  Score: Raw -474433.924121 + Penalty 2778.009779 = -471655.914342
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (5963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119020.390000 sec): 2 clusters
  Score: Raw -615914.770127 + Penalty 1412.665961 = -614502.104166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119020.570000 sec): 3 clusters
  Score: Raw -612716.386523 + Penalty 2825.331921 = -609891.054602
  nChanged 2479
		SP:Iteration 1F (119020.780000 sec): 3 clusters
  Score: Raw -614052.030885 + Penalty 2825.331921 = -611226.698964
  nChanged 389
		SP:Iteration 2F (119020.990000 sec): 3 clusters
  Score: Raw -614248.668784 + Penalty 2825.331921 = -611423.336862
  nChanged 296
		SP:Iteration 3Q (119021.180000 sec): 3 clusters
  Score: Raw -614384.026390 + Penalty 2825.331921 = -611558.694468
  nChanged 272
		SP:Iteration 4Q (119021.340000 sec): 3 clusters
  Score: Raw -614514.099317 + Penalty 2825.331921 = -611688.767395
  nChanged 250
		SP:Iteration 5Q (119021.530000 sec): 3 clusters
  Score: Raw -614639.367105 + Penalty 2825.331921 = -611814.035184
  nChanged 249
		SP:Iteration 6Q (119021.720000 sec): 3 clusters
  Score: Raw -614777.874847 + Penalty 2825.331921 = -611952.542925
  nChanged 260
		SP:Iteration 7Q (119021.920000 sec): 3 clusters
  Score: Raw -614917.089481 + Penalty 2825.331921 = -612091.757559
  nChanged 289
		SP:Iteration 8Q (119022.080000 sec): 3 clusters
  Score: Raw -615125.733657 + Penalty 2825.331921 = -612300.401735
  nChanged 303
		SP:Iteration 9F (119022.310000 sec): 3 clusters
  Score: Raw -615334.024093 + Penalty 2825.331921 = -612508.692171
  nChanged 282
		SP:Iteration 10Q (119022.490000 sec): 3 clusters
  Score: Raw -615518.063641 + Penalty 2825.331921 = -612692.731720
  nChanged 238
		SP:Iteration 11Q (119022.690000 sec): 3 clusters
  Score: Raw -615650.836100 + Penalty 2825.331921 = -612825.504179
  nChanged 206
		SP:Iteration 12Q (119022.880000 sec): 3 clusters
  Score: Raw -615764.313655 + Penalty 2825.331921 = -612938.981733
  nChanged 177
		SP:Iteration 13Q (119023.020000 sec): 3 clusters
  Score: Raw -615836.184879 + Penalty 2825.331921 = -613010.852958
  nChanged 137
		SP:Iteration 14Q (119023.250000 sec): 3 clusters
  Score: Raw -615887.937895 + Penalty 2825.331921 = -613062.605973
  nChanged 105
		SP:Iteration 15Q (119023.450000 sec): 3 clusters
  Score: Raw -615927.301611 + Penalty 2825.331921 = -613101.969690
  nChanged 80
		SP:Iteration 16Q (119023.660000 sec): 3 clusters
  Score: Raw -615953.907189 + Penalty 2825.331921 = -613128.575268
  nChanged 68
		SP:Iteration 17Q (119023.850000 sec): 3 clusters
  Score: Raw -615975.394793 + Penalty 2825.331921 = -613150.062872
  nChanged 50
		SP:Iteration 18Q (119024.070000 sec): 3 clusters
  Score: Raw -615988.726363 + Penalty 2825.331921 = -613163.394442
  nChanged 46
		SP:Iteration 19Q (119024.280000 sec): 3 clusters
  Score: Raw -615999.856088 + Penalty 2825.331921 = -613174.524167
  nChanged 38
		SP:Iteration 20F (119024.450000 sec): 3 clusters
  Score: Raw -616009.502219 + Penalty 2825.331921 = -613184.170298
  nChanged 37
		SP:Iteration 21Q (119024.660000 sec): 3 clusters
  Score: Raw -616016.639412 + Penalty 2825.331921 = -613191.307490
  nChanged 21
		SP:Iteration 22Q (119024.860000 sec): 3 clusters
  Score: Raw -616020.370277 + Penalty 2825.331921 = -613195.038356
  nChanged 16
		SP:Iteration 23Q (119025.030000 sec): 3 clusters
  Score: Raw -616023.791606 + Penalty 2825.331921 = -613198.459684
  nChanged 20
		SP:Iteration 24Q (119025.230000 sec): 3 clusters
  Score: Raw -616026.730943 + Penalty 2825.331921 = -613201.399021
  nChanged 10
		SP:Iteration 25Q (119025.400000 sec): 3 clusters
  Score: Raw -616028.510604 + Penalty 2825.331921 = -613203.178683
  nChanged 15
		SP:Iteration 26Q (119025.550000 sec): 3 clusters
  Score: Raw -616031.255220 + Penalty 2825.331921 = -613205.923299
  nChanged 11
		SP:Iteration 27Q (119025.780000 sec): 3 clusters
  Score: Raw -616033.600835 + Penalty 2825.331921 = -613208.268914
  nChanged 12
		SP:Iteration 28Q (119025.990000 sec): 3 clusters
  Score: Raw -616035.820210 + Penalty 2825.331921 = -613210.488289
  nChanged 8
		SP:Iteration 29Q (119026.180000 sec): 3 clusters
  Score: Raw -616036.994096 + Penalty 2825.331921 = -613211.662175
  nChanged 1
		SP:Iteration 30Q (119026.380000 sec): 3 clusters
  Score: Raw -616037.073134 + Penalty 2825.331921 = -613211.741213
  nChanged 1
		SP:Iteration 31Q (119026.580000 sec): 3 clusters
  Score: Raw -616037.193350 + Penalty 2825.331921 = -613211.861429
  nChanged 1
		SP:Iteration 32Q (119026.800000 sec): 3 clusters
  Score: Raw -616037.415273 + Penalty 2825.331921 = -613212.083351
  nChanged 2
		SP:Iteration 33Q (119027.000000 sec): 3 clusters
  Score: Raw -616037.645456 + Penalty 2825.331921 = -613212.313534
  nChanged 1
		SP:Iteration 34Q (119027.190000 sec): 3 clusters
  Score: Raw -616037.804605 + Penalty 2825.331921 = -613212.472684
  nChanged 3
		SP:Iteration 35Q (119027.420000 sec): 3 clusters
  Score: Raw -616038.107184 + Penalty 2825.331921 = -613212.775262
  nChanged 3
		SP:Iteration 36Q (119027.610000 sec): 3 clusters
  Score: Raw -616038.487318 + Penalty 2825.331921 = -613213.155397
  nChanged 4
		SP:Iteration 37Q (119027.780000 sec): 3 clusters
  Score: Raw -616039.117668 + Penalty 2825.331921 = -613213.785746
  nChanged 4
		SP:Iteration 38Q (119028.000000 sec): 3 clusters
  Score: Raw -616039.988852 + Penalty 2825.331921 = -613214.656930
  nChanged 2
		SP:Iteration 39Q (119028.230000 sec): 3 clusters
  Score: Raw -616040.337719 + Penalty 2825.331921 = -613215.005797
  nChanged 1
		SP:Iteration 40F (119028.440000 sec): 3 clusters
  Score: Raw -616040.456371 + Penalty 2825.331921 = -613215.124449
  nChanged 1
		SP:Iteration 41Q (119028.620000 sec): 3 clusters
  Score: Raw -616040.554575 + Penalty 2825.331921 = -613215.222654
  nChanged 0
		SP:Iteration 42F (119028.820000 sec): 3 clusters
  Score: Raw -616040.554575 + Penalty 2825.331921 = -613215.222654
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119028.920000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119029.050000 sec): 3 clusters
  Score: Raw -49455.459837 + Penalty 2003.077311 = -47452.382526
  nChanged 99
		SP:Iteration 1F (119029.240000 sec): 3 clusters
  Score: Raw -49617.365918 + Penalty 2003.077311 = -47614.288606
  nChanged 30
		SP:Iteration 2F (119029.440000 sec): 3 clusters
  Score: Raw -49670.671052 + Penalty 2003.077311 = -47667.593741
  nChanged 11
		SP:Iteration 3Q (119029.600000 sec): 3 clusters
  Score: Raw -49694.389114 + Penalty 2003.077311 = -47691.311802
  nChanged 6
		SP:Iteration 4Q (119029.800000 sec): 3 clusters
  Score: Raw -49704.783280 + Penalty 2003.077311 = -47701.705968
  nChanged 5
		SP:Iteration 5Q (119029.940000 sec): 3 clusters
  Score: Raw -49716.326752 + Penalty 2003.077311 = -47713.249441
  nChanged 5
		SP:Iteration 6Q (119030.140000 sec): 3 clusters
  Score: Raw -49725.056920 + Penalty 2003.077311 = -47721.979609
  nChanged 3
		SP:Iteration 7Q (119030.300000 sec): 3 clusters
  Score: Raw -49728.787800 + Penalty 2003.077311 = -47725.710489
  nChanged 2
		SP:Iteration 8Q (119030.480000 sec): 3 clusters
  Score: Raw -49734.818790 + Penalty 2003.077311 = -47731.741478
  nChanged 2
		SP:Iteration 9Q (119030.660000 sec): 3 clusters
  Score: Raw -49737.870964 + Penalty 2003.077311 = -47734.793652
  nChanged 2
		SP:Iteration 10Q (119030.820000 sec): 3 clusters
  Score: Raw -49740.582273 + Penalty 2003.077311 = -47737.504962
  nChanged 0
		SP:Iteration 11F (119030.970000 sec): 3 clusters
  Score: Raw -49740.582273 + Penalty 2003.077311 = -47737.504962
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119031.100000 sec): 2 clusters
  Score: Raw -415676.632172 + Penalty 1351.438517 = -414325.193656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119031.280000 sec): 3 clusters
  Score: Raw -413639.539405 + Penalty 2702.877033 = -410936.662372
  nChanged 1588
		SP:Iteration 1F (119031.450000 sec): 3 clusters
  Score: Raw -414515.013988 + Penalty 2702.877033 = -411812.136955
  nChanged 317
		SP:Iteration 2F (119031.670000 sec): 3 clusters
  Score: Raw -414718.908450 + Penalty 2702.877033 = -412016.031416
  nChanged 264
		SP:Iteration 3F (119031.840000 sec): 3 clusters
  Score: Raw -414865.803475 + Penalty 2702.877033 = -412162.926442
  nChanged 200
		SP:Iteration 4Q (119032.060000 sec): 3 clusters
  Score: Raw -414975.345734 + Penalty 2702.877033 = -412272.468700
  nChanged 158
		SP:Iteration 5Q (119032.210000 sec): 3 clusters
  Score: Raw -415061.003971 + Penalty 2702.877033 = -412358.126938
  nChanged 143
		SP:Iteration 6Q (119032.390000 sec): 3 clusters
  Score: Raw -415144.823358 + Penalty 2702.877033 = -412441.946325
  nChanged 154
		SP:Iteration 7Q (119032.570000 sec): 3 clusters
  Score: Raw -415243.619865 + Penalty 2702.877033 = -412540.742832
  nChanged 140
		SP:Iteration 8Q (119032.770000 sec): 3 clusters
  Score: Raw -415334.661263 + Penalty 2702.877033 = -412631.784230
  nChanged 159
		SP:Iteration 9Q (119032.930000 sec): 3 clusters
  Score: Raw -415432.107784 + Penalty 2702.877033 = -412729.230751
  nChanged 121
		SP:Iteration 10Q (119033.150000 sec): 3 clusters
  Score: Raw -415494.371907 + Penalty 2702.877033 = -412791.494874
  nChanged 107
		SP:Iteration 11Q (119033.340000 sec): 3 clusters
  Score: Raw -415539.433497 + Penalty 2702.877033 = -412836.556464
  nChanged 64
		SP:Iteration 12Q (119033.510000 sec): 3 clusters
  Score: Raw -415568.006910 + Penalty 2702.877033 = -412865.129877
  nChanged 71
		SP:Iteration 13Q (119033.660000 sec): 3 clusters
  Score: Raw -415603.373027 + Penalty 2702.877033 = -412900.495994
  nChanged 67
		SP:Iteration 14Q (119033.900000 sec): 3 clusters
  Score: Raw -415632.768763 + Penalty 2702.877033 = -412929.891730
  nChanged 51
		SP:Iteration 15Q (119034.090000 sec): 3 clusters
  Score: Raw -415655.288688 + Penalty 2702.877033 = -412952.411655
  nChanged 41
		SP:Iteration 16Q (119034.250000 sec): 3 clusters
  Score: Raw -415675.300440 + Penalty 2702.877033 = -412972.423406
  nChanged 53
		SP:Iteration 17Q (119034.400000 sec): 3 clusters
  Score: Raw -415697.388321 + Penalty 2702.877033 = -412994.511287
  nChanged 55
		SP:Iteration 18Q (119034.590000 sec): 3 clusters
  Score: Raw -415723.590898 + Penalty 2702.877033 = -413020.713865
  nChanged 51
		SP:Iteration 19Q (119034.790000 sec): 3 clusters
  Score: Raw -415749.050346 + Penalty 2702.877033 = -413046.173312
  nChanged 48
		SP:Iteration 20F (119035.010000 sec): 3 clusters
  Score: Raw -415771.630432 + Penalty 2702.877033 = -413068.753399
  nChanged 46
		SP:Iteration 21Q (119035.250000 sec): 3 clusters
  Score: Raw -415794.020819 + Penalty 2702.877033 = -413091.143785
  nChanged 49
		SP:Iteration 22Q (119035.410000 sec): 3 clusters
  Score: Raw -415813.903538 + Penalty 2702.877033 = -413111.026505
  nChanged 42
		SP:Iteration 23Q (119035.570000 sec): 3 clusters
  Score: Raw -415828.689538 + Penalty 2702.877033 = -413125.812504
  nChanged 29
		SP:Iteration 24Q (119035.780000 sec): 3 clusters
  Score: Raw -415842.329825 + Penalty 2702.877033 = -413139.452791
  nChanged 34
		SP:Iteration 25Q (119035.970000 sec): 3 clusters
  Score: Raw -415856.605785 + Penalty 2702.877033 = -413153.728752
  nChanged 32
		SP:Iteration 26Q (119036.150000 sec): 3 clusters
  Score: Raw -415871.979464 + Penalty 2702.877033 = -413169.102430
  nChanged 29
		SP:Iteration 27Q (119036.340000 sec): 3 clusters
  Score: Raw -415890.433470 + Penalty 2702.877033 = -413187.556437
  nChanged 41
		SP:Iteration 28Q (119036.490000 sec): 3 clusters
  Score: Raw -415914.205243 + Penalty 2702.877033 = -413211.328210
  nChanged 36
		SP:Iteration 29Q (119036.700000 sec): 3 clusters
  Score: Raw -415933.889442 + Penalty 2702.877033 = -413231.012409
  nChanged 35
		SP:Iteration 30Q (119036.850000 sec): 3 clusters
  Score: Raw -415950.639878 + Penalty 2702.877033 = -413247.762844
  nChanged 26
		SP:Iteration 31Q (119036.980000 sec): 3 clusters
  Score: Raw -415963.698366 + Penalty 2702.877033 = -413260.821333
  nChanged 18
		SP:Iteration 32Q (119037.160000 sec): 3 clusters
  Score: Raw -415971.211845 + Penalty 2702.877033 = -413268.334812
  nChanged 12
		SP:Iteration 33Q (119037.350000 sec): 3 clusters
  Score: Raw -415977.151810 + Penalty 2702.877033 = -413274.274776
  nChanged 18
		SP:Iteration 34Q (119037.510000 sec): 3 clusters
  Score: Raw -415986.103468 + Penalty 2702.877033 = -413283.226435
  nChanged 25
		SP:Iteration 35Q (119037.690000 sec): 3 clusters
  Score: Raw -415997.891598 + Penalty 2702.877033 = -413295.014565
  nChanged 20
		SP:Iteration 36Q (119037.910000 sec): 3 clusters
  Score: Raw -416006.352585 + Penalty 2702.877033 = -413303.475552
  nChanged 20
		SP:Iteration 37Q (119038.110000 sec): 3 clusters
  Score: Raw -416016.703292 + Penalty 2702.877033 = -413313.826259
  nChanged 19
		SP:Iteration 38Q (119038.290000 sec): 3 clusters
  Score: Raw -416024.791860 + Penalty 2702.877033 = -413321.914826
  nChanged 17
		SP:Iteration 39Q (119038.460000 sec): 3 clusters
  Score: Raw -416032.209520 + Penalty 2702.877033 = -413329.332487
  nChanged 16
		SP:Iteration 40F (119038.640000 sec): 3 clusters
  Score: Raw -416038.666788 + Penalty 2702.877033 = -413335.789755
  nChanged 12
		SP:Iteration 41Q (119038.830000 sec): 3 clusters
  Score: Raw -416044.944978 + Penalty 2702.877033 = -413342.067945
  nChanged 16
		SP:Iteration 42Q (119039.010000 sec): 3 clusters
  Score: Raw -416054.286403 + Penalty 2702.877033 = -413351.409370
  nChanged 11
		SP:Iteration 43Q (119039.200000 sec): 3 clusters
  Score: Raw -416060.857753 + Penalty 2702.877033 = -413357.980720
  nChanged 12
		SP:Iteration 44Q (119039.420000 sec): 3 clusters
  Score: Raw -416067.231075 + Penalty 2702.877033 = -413364.354042
  nChanged 13
		SP:Iteration 45Q (119039.640000 sec): 3 clusters
  Score: Raw -416072.758762 + Penalty 2702.877033 = -413369.881729
  nChanged 13
		SP:Iteration 46Q (119039.810000 sec): 3 clusters
  Score: Raw -416077.898782 + Penalty 2702.877033 = -413375.021749
  nChanged 10
		SP:Iteration 47Q (119039.960000 sec): 3 clusters
  Score: Raw -416081.383668 + Penalty 2702.877033 = -413378.506634
  nChanged 7
		SP:Iteration 48Q (119040.190000 sec): 3 clusters
  Score: Raw -416084.903872 + Penalty 2702.877033 = -413382.026838
  nChanged 6
		SP:Iteration 49Q (119040.350000 sec): 3 clusters
  Score: Raw -416088.188844 + Penalty 2702.877033 = -413385.311811
  nChanged 11
		SP:Iteration 50Q (119040.550000 sec): 3 clusters
  Score: Raw -416094.934601 + Penalty 2702.877033 = -413392.057567
  nChanged 10
		SP:Iteration 51Q (119040.720000 sec): 3 clusters
  Score: Raw -416101.211260 + Penalty 2702.877033 = -413398.334226
  nChanged 13
		SP:Iteration 52Q (119040.900000 sec): 3 clusters
  Score: Raw -416109.080798 + Penalty 2702.877033 = -413406.203764
  nChanged 10
		SP:Iteration 53Q (119041.060000 sec): 3 clusters
  Score: Raw -416111.729514 + Penalty 2702.877033 = -413408.852481
  nChanged 5
		SP:Iteration 54Q (119041.250000 sec): 3 clusters
  Score: Raw -416113.238046 + Penalty 2702.877033 = -413410.361013
  nChanged 5
		SP:Iteration 55Q (119041.420000 sec): 3 clusters
  Score: Raw -416115.297231 + Penalty 2702.877033 = -413412.420198
  nChanged 7
		SP:Iteration 56Q (119041.600000 sec): 3 clusters
  Score: Raw -416118.566725 + Penalty 2702.877033 = -413415.689692
  nChanged 6
		SP:Iteration 57Q (119041.820000 sec): 3 clusters
  Score: Raw -416120.508569 + Penalty 2702.877033 = -413417.631536
  nChanged 2
		SP:Iteration 58Q (119042.000000 sec): 3 clusters
  Score: Raw -416120.733628 + Penalty 2702.877033 = -413417.856595
  nChanged 0
		SP:Iteration 59F (119042.190000 sec): 3 clusters
  Score: Raw -416120.733628 + Penalty 2702.877033 = -413417.856595
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119042.290000 sec): 2 clusters
  Score: Raw -292716.774559 + Penalty 1293.892548 = -291422.882011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119042.510000 sec): 3 clusters
  Score: Raw -291370.780152 + Penalty 2587.785096 = -288782.995056
  nChanged 1051
		SP:Iteration 1F (119042.690000 sec): 3 clusters
  Score: Raw -291980.464960 + Penalty 2587.785096 = -289392.679863
  nChanged 190
		SP:Iteration 2F (119042.900000 sec): 3 clusters
  Score: Raw -292088.017695 + Penalty 2587.785096 = -289500.232599
  nChanged 122
		SP:Iteration 3Q (119043.060000 sec): 3 clusters
  Score: Raw -292160.147937 + Penalty 2587.785096 = -289572.362841
  nChanged 101
		SP:Iteration 4Q (119043.260000 sec): 3 clusters
  Score: Raw -292217.343637 + Penalty 2587.785096 = -289629.558541
  nChanged 78
		SP:Iteration 5Q (119043.400000 sec): 3 clusters
  Score: Raw -292250.599043 + Penalty 2587.785096 = -289662.813947
  nChanged 57
		SP:Iteration 6Q (119043.640000 sec): 3 clusters
  Score: Raw -292275.357442 + Penalty 2587.785096 = -289687.572346
  nChanged 48
		SP:Iteration 7Q (119043.790000 sec): 3 clusters
  Score: Raw -292297.506229 + Penalty 2587.785096 = -289709.721133
  nChanged 38
		SP:Iteration 8Q (119043.970000 sec): 3 clusters
  Score: Raw -292315.794836 + Penalty 2587.785096 = -289728.009740
  nChanged 33
		SP:Iteration 9Q (119044.170000 sec): 3 clusters
  Score: Raw -292327.217265 + Penalty 2587.785096 = -289739.432169
  nChanged 24
		SP:Iteration 10Q (119044.320000 sec): 3 clusters
  Score: Raw -292335.866319 + Penalty 2587.785096 = -289748.081223
  nChanged 22
		SP:Iteration 11Q (119044.520000 sec): 3 clusters
  Score: Raw -292344.643817 + Penalty 2587.785096 = -289756.858721
  nChanged 21
		SP:Iteration 12Q (119044.730000 sec): 3 clusters
  Score: Raw -292352.639067 + Penalty 2587.785096 = -289764.853971
  nChanged 24
		SP:Iteration 13Q (119044.900000 sec): 3 clusters
  Score: Raw -292360.745891 + Penalty 2587.785096 = -289772.960794
  nChanged 19
		SP:Iteration 14Q (119045.080000 sec): 3 clusters
  Score: Raw -292367.340402 + Penalty 2587.785096 = -289779.555306
  nChanged 16
		SP:Iteration 15Q (119045.270000 sec): 3 clusters
  Score: Raw -292373.375314 + Penalty 2587.785096 = -289785.590218
  nChanged 10
		SP:Iteration 16Q (119045.430000 sec): 3 clusters
  Score: Raw -292376.700524 + Penalty 2587.785096 = -289788.915428
  nChanged 11
		SP:Iteration 17Q (119045.580000 sec): 3 clusters
  Score: Raw -292380.147872 + Penalty 2587.785096 = -289792.362776
  nChanged 9
		SP:Iteration 18Q (119045.780000 sec): 3 clusters
  Score: Raw -292383.279947 + Penalty 2587.785096 = -289795.494851
  nChanged 11
		SP:Iteration 19Q (119046.000000 sec): 3 clusters
  Score: Raw -292386.712498 + Penalty 2587.785096 = -289798.927402
  nChanged 6
		SP:Iteration 20F (119046.200000 sec): 3 clusters
  Score: Raw -292388.812996 + Penalty 2587.785096 = -289801.027900
  nChanged 13
		SP:Iteration 21Q (119046.470000 sec): 3 clusters
  Score: Raw -292392.430092 + Penalty 2587.785096 = -289804.644996
  nChanged 9
		SP:Iteration 22Q (119046.610000 sec): 3 clusters
  Score: Raw -292395.156474 + Penalty 2587.785096 = -289807.371378
  nChanged 10
		SP:Iteration 23Q (119046.850000 sec): 3 clusters
  Score: Raw -292398.194739 + Penalty 2587.785096 = -289810.409643
  nChanged 6
		SP:Iteration 24Q (119047.040000 sec): 3 clusters
  Score: Raw -292399.479794 + Penalty 2587.785096 = -289811.694698
  nChanged 6
		SP:Iteration 25Q (119047.190000 sec): 3 clusters
  Score: Raw -292400.642989 + Penalty 2587.785096 = -289812.857893
  nChanged 5
		SP:Iteration 26Q (119047.410000 sec): 3 clusters
  Score: Raw -292403.197368 + Penalty 2587.785096 = -289815.412272
  nChanged 9
		SP:Iteration 27Q (119047.580000 sec): 3 clusters
  Score: Raw -292406.418404 + Penalty 2587.785096 = -289818.633308
  nChanged 7
		SP:Iteration 28Q (119047.750000 sec): 3 clusters
  Score: Raw -292408.706524 + Penalty 2587.785096 = -289820.921428
  nChanged 11
		SP:Iteration 29Q (119047.920000 sec): 3 clusters
  Score: Raw -292411.147641 + Penalty 2587.785096 = -289823.362545
  nChanged 5
		SP:Iteration 30Q (119048.070000 sec): 3 clusters
  Score: Raw -292412.367241 + Penalty 2587.785096 = -289824.582145
  nChanged 7
		SP:Iteration 31Q (119048.280000 sec): 3 clusters
  Score: Raw -292414.985411 + Penalty 2587.785096 = -289827.200315
  nChanged 9
		SP:Iteration 32Q (119048.460000 sec): 3 clusters
  Score: Raw -292417.546817 + Penalty 2587.785096 = -289829.761720
  nChanged 6
		SP:Iteration 33Q (119048.630000 sec): 3 clusters
  Score: Raw -292419.034611 + Penalty 2587.785096 = -289831.249515
  nChanged 5
		SP:Iteration 34Q (119048.810000 sec): 3 clusters
  Score: Raw -292419.940516 + Penalty 2587.785096 = -289832.155420
  nChanged 4
		SP:Iteration 35Q (119048.990000 sec): 3 clusters
  Score: Raw -292420.671220 + Penalty 2587.785096 = -289832.886124
  nChanged 4
		SP:Iteration 36Q (119049.160000 sec): 3 clusters
  Score: Raw -292421.980255 + Penalty 2587.785096 = -289834.195159
  nChanged 5
		SP:Iteration 37Q (119049.380000 sec): 3 clusters
  Score: Raw -292422.693003 + Penalty 2587.785096 = -289834.907907
  nChanged 5
		SP:Iteration 38Q (119049.580000 sec): 3 clusters
  Score: Raw -292424.099149 + Penalty 2587.785096 = -289836.314053
  nChanged 3
		SP:Iteration 39Q (119049.730000 sec): 3 clusters
  Score: Raw -292424.874235 + Penalty 2587.785096 = -289837.089139
  nChanged 1
		SP:Iteration 40F (119049.930000 sec): 3 clusters
  Score: Raw -292424.961092 + Penalty 2587.785096 = -289837.175996
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119050.020000 sec): 2 clusters
  Score: Raw -654724.767336 + Penalty 1439.831115 = -653284.936222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119050.250000 sec): 3 clusters
  Score: Raw -651024.705174 + Penalty 2879.662229 = -648145.042945
  nChanged 2880
		SP:Iteration 1F (119050.430000 sec): 3 clusters
  Score: Raw -652855.484102 + Penalty 2879.662229 = -649975.821873
  nChanged 655
		SP:Iteration 2F (119050.680000 sec): 3 clusters
  Score: Raw -653445.715973 + Penalty 2879.662229 = -650566.053743
  nChanged 584
		SP:Iteration 3F (119050.870000 sec): 3 clusters
  Score: Raw -654037.643132 + Penalty 2879.662229 = -651157.980902
  nChanged 532
		SP:Iteration 4F (119051.110000 sec): 3 clusters
  Score: Raw -654540.894953 + Penalty 2879.662229 = -651661.232724
  nChanged 438
		SP:Iteration 5F (119051.320000 sec): 3 clusters
  Score: Raw -654845.008902 + Penalty 2879.662229 = -651965.346673
  nChanged 304
		SP:Iteration 6Q (119051.510000 sec): 3 clusters
  Score: Raw -655012.667497 + Penalty 2879.662229 = -652133.005267
  nChanged 196
		SP:Iteration 7Q (119051.760000 sec): 3 clusters
  Score: Raw -655092.994904 + Penalty 2879.662229 = -652213.332675
  nChanged 139
		SP:Iteration 8Q (119051.940000 sec): 3 clusters
  Score: Raw -655140.037338 + Penalty 2879.662229 = -652260.375108
  nChanged 91
		SP:Iteration 9Q (119052.160000 sec): 3 clusters
  Score: Raw -655162.122597 + Penalty 2879.662229 = -652282.460367
  nChanged 76
		SP:Iteration 10Q (119052.360000 sec): 3 clusters
  Score: Raw -655181.391356 + Penalty 2879.662229 = -652301.729127
  nChanged 68
		SP:Iteration 11Q (119052.600000 sec): 3 clusters
  Score: Raw -655202.022215 + Penalty 2879.662229 = -652322.359985
  nChanged 53
		SP:Iteration 12Q (119052.760000 sec): 3 clusters
  Score: Raw -655213.913622 + Penalty 2879.662229 = -652334.251392
  nChanged 41
		SP:Iteration 13Q (119052.980000 sec): 3 clusters
  Score: Raw -655221.761272 + Penalty 2879.662229 = -652342.099042
  nChanged 30
		SP:Iteration 14Q (119053.140000 sec): 3 clusters
  Score: Raw -655227.546557 + Penalty 2879.662229 = -652347.884328
  nChanged 20
		SP:Iteration 15Q (119053.390000 sec): 3 clusters
  Score: Raw -655230.698269 + Penalty 2879.662229 = -652351.036040
  nChanged 18
		SP:Iteration 16Q (119053.520000 sec): 3 clusters
  Score: Raw -655235.364838 + Penalty 2879.662229 = -652355.702608
  nChanged 17
		SP:Iteration 17Q (119053.720000 sec): 3 clusters
  Score: Raw -655238.749652 + Penalty 2879.662229 = -652359.087422
  nChanged 18
		SP:Iteration 18Q (119053.950000 sec): 3 clusters
  Score: Raw -655243.948772 + Penalty 2879.662229 = -652364.286543
  nChanged 26
		SP:Iteration 19Q (119054.160000 sec): 3 clusters
  Score: Raw -655250.942934 + Penalty 2879.662229 = -652371.280705
  nChanged 35
		SP:Iteration 20F (119054.340000 sec): 3 clusters
  Score: Raw -655258.871566 + Penalty 2879.662229 = -652379.209337
  nChanged 26
		SP:Iteration 21Q (119054.550000 sec): 3 clusters
  Score: Raw -655263.285793 + Penalty 2879.662229 = -652383.623564
  nChanged 27
		SP:Iteration 22Q (119054.770000 sec): 3 clusters
  Score: Raw -655270.068098 + Penalty 2879.662229 = -652390.405868
  nChanged 27
		SP:Iteration 23Q (119054.950000 sec): 3 clusters
  Score: Raw -655277.415012 + Penalty 2879.662229 = -652397.752783
  nChanged 26
		SP:Iteration 24Q (119055.150000 sec): 3 clusters
  Score: Raw -655284.746079 + Penalty 2879.662229 = -652405.083849
  nChanged 28
		SP:Iteration 25Q (119055.380000 sec): 3 clusters
  Score: Raw -655290.901717 + Penalty 2879.662229 = -652411.239487
  nChanged 32
		SP:Iteration 26Q (119055.600000 sec): 3 clusters
  Score: Raw -655298.089014 + Penalty 2879.662229 = -652418.426785
  nChanged 31
		SP:Iteration 27Q (119055.740000 sec): 3 clusters
  Score: Raw -655305.893896 + Penalty 2879.662229 = -652426.231667
  nChanged 23
		SP:Iteration 28Q (119055.960000 sec): 3 clusters
  Score: Raw -655310.804785 + Penalty 2879.662229 = -652431.142555
  nChanged 22
		SP:Iteration 29Q (119056.150000 sec): 3 clusters
  Score: Raw -655314.555572 + Penalty 2879.662229 = -652434.893342
  nChanged 13
		SP:Iteration 30Q (119056.300000 sec): 3 clusters
  Score: Raw -655317.054320 + Penalty 2879.662229 = -652437.392090
  nChanged 11
		SP:Iteration 31Q (119056.520000 sec): 3 clusters
  Score: Raw -655319.617882 + Penalty 2879.662229 = -652439.955653
  nChanged 15
		SP:Iteration 32Q (119056.700000 sec): 3 clusters
  Score: Raw -655321.500478 + Penalty 2879.662229 = -652441.838249
  nChanged 11
		SP:Iteration 33Q (119056.920000 sec): 3 clusters
  Score: Raw -655323.026392 + Penalty 2879.662229 = -652443.364162
  nChanged 14
		SP:Iteration 34Q (119057.060000 sec): 3 clusters
  Score: Raw -655325.893256 + Penalty 2879.662229 = -652446.231026
  nChanged 15
		SP:Iteration 35Q (119057.290000 sec): 3 clusters
  Score: Raw -655328.389883 + Penalty 2879.662229 = -652448.727653
  nChanged 12
		SP:Iteration 36Q (119057.470000 sec): 3 clusters
  Score: Raw -655330.345075 + Penalty 2879.662229 = -652450.682846
  nChanged 17
		SP:Iteration 37Q (119057.670000 sec): 3 clusters
  Score: Raw -655333.030550 + Penalty 2879.662229 = -652453.368321
  nChanged 8
		SP:Iteration 38Q (119057.890000 sec): 3 clusters
  Score: Raw -655334.392476 + Penalty 2879.662229 = -652454.730247
  nChanged 6
		SP:Iteration 39Q (119058.120000 sec): 3 clusters
  Score: Raw -655335.367621 + Penalty 2879.662229 = -652455.705392
  nChanged 8
		SP:Iteration 40F (119058.330000 sec): 3 clusters
  Score: Raw -655336.808320 + Penalty 2879.662229 = -652457.146091
  nChanged 8
		SP:Iteration 41Q (119058.500000 sec): 3 clusters
  Score: Raw -655337.882718 + Penalty 2879.662229 = -652458.220488
  nChanged 7
		SP:Iteration 42Q (119058.740000 sec): 3 clusters
  Score: Raw -655338.623233 + Penalty 2879.662229 = -652458.961004
  nChanged 4
		SP:Iteration 43Q (119058.920000 sec): 3 clusters
  Score: Raw -655339.210715 + Penalty 2879.662229 = -652459.548485
  nChanged 4
		SP:Iteration 44Q (119059.140000 sec): 3 clusters
  Score: Raw -655340.267987 + Penalty 2879.662229 = -652460.605758
  nChanged 6
		SP:Iteration 45Q (119059.310000 sec): 3 clusters
  Score: Raw -655340.933944 + Penalty 2879.662229 = -652461.271714
  nChanged 5
		SP:Iteration 46Q (119059.510000 sec): 3 clusters
  Score: Raw -655341.539088 + Penalty 2879.662229 = -652461.876859
  nChanged 3
		SP:Iteration 47Q (119059.700000 sec): 3 clusters
  Score: Raw -655342.009425 + Penalty 2879.662229 = -652462.347195
  nChanged 5
		SP:Iteration 48Q (119059.950000 sec): 3 clusters
  Score: Raw -655342.714516 + Penalty 2879.662229 = -652463.052286
  nChanged 6
		SP:Iteration 49Q (119060.110000 sec): 3 clusters
  Score: Raw -655343.568163 + Penalty 2879.662229 = -652463.905934
  nChanged 4
		SP:Iteration 50Q (119060.360000 sec): 3 clusters
  Score: Raw -655344.039314 + Penalty 2879.662229 = -652464.377084
  nChanged 2
		SP:Iteration 51Q (119060.560000 sec): 3 clusters
  Score: Raw -655344.155475 + Penalty 2879.662229 = -652464.493246
  nChanged 1
		SP:Iteration 52Q (119060.780000 sec): 3 clusters
  Score: Raw -655344.393329 + Penalty 2879.662229 = -652464.731099
  nChanged 2
		SP:Iteration 53Q (119060.940000 sec): 3 clusters
  Score: Raw -655344.817609 + Penalty 2879.662229 = -652465.155379
  nChanged 1
		SP:Iteration 54Q (119061.180000 sec): 3 clusters
  Score: Raw -655344.942350 + Penalty 2879.662229 = -652465.280121
  nChanged 1
		SP:Iteration 55Q (119061.420000 sec): 3 clusters
  Score: Raw -655345.009602 + Penalty 2879.662229 = -652465.347373
  nChanged 3
		SP:Iteration 56Q (119061.580000 sec): 3 clusters
  Score: Raw -655345.543891 + Penalty 2879.662229 = -652465.881661
  nChanged 1
		SP:Iteration 57Q (119061.790000 sec): 3 clusters
  Score: Raw -655345.729406 + Penalty 2879.662229 = -652466.067177
  nChanged 3
		SP:Iteration 58Q (119061.990000 sec): 3 clusters
  Score: Raw -655346.317986 + Penalty 2879.662229 = -652466.655757
  nChanged 3
		SP:Iteration 59Q (119062.200000 sec): 3 clusters
  Score: Raw -655346.825201 + Penalty 2879.662229 = -652467.162972
  nChanged 2
		SP:Iteration 60F (119062.410000 sec): 3 clusters
  Score: Raw -655347.061715 + Penalty 2879.662229 = -652467.399485
  nChanged 3
		SP:Iteration 61Q (119062.620000 sec): 3 clusters
  Score: Raw -655347.797237 + Penalty 2879.662229 = -652468.135008
  nChanged 5
		SP:Iteration 62Q (119062.800000 sec): 3 clusters
  Score: Raw -655349.224642 + Penalty 2879.662229 = -652469.562412
  nChanged 7
		SP:Iteration 63Q (119063.060000 sec): 3 clusters
  Score: Raw -655351.143906 + Penalty 2879.662229 = -652471.481677
  nChanged 10
		SP:Iteration 64Q (119063.220000 sec): 3 clusters
  Score: Raw -655353.105612 + Penalty 2879.662229 = -652473.443382
  nChanged 11
		SP:Iteration 65Q (119063.440000 sec): 3 clusters
  Score: Raw -655355.315080 + Penalty 2879.662229 = -652475.652851
  nChanged 8
		SP:Iteration 66Q (119063.620000 sec): 3 clusters
  Score: Raw -655356.547401 + Penalty 2879.662229 = -652476.885172
  nChanged 11
		SP:Iteration 67Q (119063.800000 sec): 3 clusters
  Score: Raw -655358.504915 + Penalty 2879.662229 = -652478.842685
  nChanged 8
		SP:Iteration 68Q (119064.000000 sec): 3 clusters
  Score: Raw -655360.197018 + Penalty 2879.662229 = -652480.534789
  nChanged 9
		SP:Iteration 69Q (119064.200000 sec): 3 clusters
  Score: Raw -655361.417267 + Penalty 2879.662229 = -652481.755038
  nChanged 9
		SP:Iteration 70Q (119064.380000 sec): 3 clusters
  Score: Raw -655363.569569 + Penalty 2879.662229 = -652483.907340
  nChanged 11
		SP:Iteration 71Q (119064.610000 sec): 3 clusters
  Score: Raw -655366.255278 + Penalty 2879.662229 = -652486.593049
  nChanged 11
		SP:Iteration 72Q (119064.780000 sec): 3 clusters
  Score: Raw -655367.729597 + Penalty 2879.662229 = -652488.067367
  nChanged 6
		SP:Iteration 73Q (119064.960000 sec): 3 clusters
  Score: Raw -655368.795809 + Penalty 2879.662229 = -652489.133580
  nChanged 4
		SP:Iteration 74Q (119065.190000 sec): 3 clusters
  Score: Raw -655369.883402 + Penalty 2879.662229 = -652490.221173
  nChanged 6
		SP:Iteration 75Q (119065.360000 sec): 3 clusters
  Score: Raw -655371.345276 + Penalty 2879.662229 = -652491.683046
  nChanged 12
		SP:Iteration 76Q (119065.570000 sec): 3 clusters
  Score: Raw -655374.756430 + Penalty 2879.662229 = -652495.094200
  nChanged 14
		SP:Iteration 77Q (119065.800000 sec): 3 clusters
  Score: Raw -655377.573198 + Penalty 2879.662229 = -652497.910969
  nChanged 13
		SP:Iteration 78Q (119065.950000 sec): 3 clusters
  Score: Raw -655379.729836 + Penalty 2879.662229 = -652500.067606
  nChanged 11
		SP:Iteration 79Q (119066.180000 sec): 3 clusters
  Score: Raw -655382.243536 + Penalty 2879.662229 = -652502.581306
  nChanged 11
		SP:Iteration 80F (119066.380000 sec): 3 clusters
  Score: Raw -655384.156178 + Penalty 2879.662229 = -652504.493949
  nChanged 6
		SP:Iteration 81Q (119066.580000 sec): 3 clusters
  Score: Raw -655385.086686 + Penalty 2879.662229 = -652505.424456
  nChanged 5
		SP:Iteration 82Q (119066.800000 sec): 3 clusters
  Score: Raw -655385.719687 + Penalty 2879.662229 = -652506.057457
  nChanged 6
		SP:Iteration 83Q (119067.000000 sec): 3 clusters
  Score: Raw -655386.593425 + Penalty 2879.662229 = -652506.931196
  nChanged 4
		SP:Iteration 84Q (119067.200000 sec): 3 clusters
  Score: Raw -655387.285607 + Penalty 2879.662229 = -652507.623377
  nChanged 5
		SP:Iteration 85Q (119067.380000 sec): 3 clusters
  Score: Raw -655388.240844 + Penalty 2879.662229 = -652508.578615
  nChanged 3
		SP:Iteration 86Q (119067.620000 sec): 3 clusters
  Score: Raw -655388.589970 + Penalty 2879.662229 = -652508.927741
  nChanged 0
		SP:Iteration 87F (119067.780000 sec): 3 clusters
  Score: Raw -655388.589970 + Penalty 2879.662229 = -652508.927741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119067.900000 sec): 2 clusters
  Score: Raw -140238.824631 + Penalty 1166.885070 = -139071.939561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119068.070000 sec): 3 clusters
  Score: Raw -139767.119762 + Penalty 2333.770140 = -137433.349622
  nChanged 414
		SP:Iteration 1F (119068.240000 sec): 3 clusters
  Score: Raw -140069.918456 + Penalty 2333.770140 = -137736.148316
  nChanged 82
		SP:Iteration 2F (119068.400000 sec): 3 clusters
  Score: Raw -140131.584294 + Penalty 2333.770140 = -137797.814154
  nChanged 41
		SP:Iteration 3Q (119068.610000 sec): 3 clusters
  Score: Raw -140165.326989 + Penalty 2333.770140 = -137831.556849
  nChanged 42
		SP:Iteration 4Q (119068.780000 sec): 3 clusters
  Score: Raw -140190.824644 + Penalty 2333.770140 = -137857.054504
  nChanged 26
		SP:Iteration 5Q (119068.960000 sec): 3 clusters
  Score: Raw -140217.028328 + Penalty 2333.770140 = -137883.258188
  nChanged 24
		SP:Iteration 6Q (119069.140000 sec): 3 clusters
  Score: Raw -140232.812872 + Penalty 2333.770140 = -137899.042733
  nChanged 13
		SP:Iteration 7Q (119069.340000 sec): 3 clusters
  Score: Raw -140240.872062 + Penalty 2333.770140 = -137907.101922
  nChanged 8
		SP:Iteration 8Q (119069.520000 sec): 3 clusters
  Score: Raw -140244.359287 + Penalty 2333.770140 = -137910.589148
  nChanged 4
		SP:Iteration 9Q (119069.700000 sec): 3 clusters
  Score: Raw -140246.240145 + Penalty 2333.770140 = -137912.470005
  nChanged 4
		SP:Iteration 10Q (119069.830000 sec): 3 clusters
  Score: Raw -140248.968919 + Penalty 2333.770140 = -137915.198779
  nChanged 5
		SP:Iteration 11Q (119069.970000 sec): 3 clusters
  Score: Raw -140251.672176 + Penalty 2333.770140 = -137917.902037
  nChanged 3
		SP:Iteration 12Q (119070.100000 sec): 3 clusters
  Score: Raw -140254.061565 + Penalty 2333.770140 = -137920.291426
  nChanged 0
		SP:Iteration 13F (119070.280000 sec): 3 clusters
  Score: Raw -140254.061565 + Penalty 2333.770140 = -137920.291426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119070.330000 sec): 2 clusters
  Score: Raw -226977.865655 + Penalty 1255.366131 = -225722.499524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119070.480000 sec): 3 clusters
  Score: Raw -225988.986997 + Penalty 2510.732262 = -223478.254735
  nChanged 783
		SP:Iteration 1F (119070.590000 sec): 3 clusters
  Score: Raw -226558.119605 + Penalty 2510.732262 = -224047.387342
  nChanged 209
		SP:Iteration 2F (119070.750000 sec): 3 clusters
  Score: Raw -226762.766745 + Penalty 2510.732262 = -224252.034483
  nChanged 154
		SP:Iteration 3F (119070.960000 sec): 3 clusters
  Score: Raw -226927.577941 + Penalty 2510.732262 = -224416.845679
  nChanged 140
		SP:Iteration 4F (119071.160000 sec): 3 clusters
  Score: Raw -227072.680908 + Penalty 2510.732262 = -224561.948646
  nChanged 115
		SP:Iteration 5F (119071.340000 sec): 3 clusters
  Score: Raw -227164.759752 + Penalty 2510.732262 = -224654.027489
  nChanged 82
		SP:Iteration 6Q (119071.550000 sec): 3 clusters
  Score: Raw -227231.438155 + Penalty 2510.732262 = -224720.705892
  nChanged 54
		SP:Iteration 7Q (119071.750000 sec): 3 clusters
  Score: Raw -227266.614387 + Penalty 2510.732262 = -224755.882125
  nChanged 38
		SP:Iteration 8Q (119071.920000 sec): 3 clusters
  Score: Raw -227290.309330 + Penalty 2510.732262 = -224779.577067
  nChanged 26
		SP:Iteration 9Q (119072.110000 sec): 3 clusters
  Score: Raw -227306.167348 + Penalty 2510.732262 = -224795.435085
  nChanged 23
		SP:Iteration 10Q (119072.260000 sec): 3 clusters
  Score: Raw -227320.421329 + Penalty 2510.732262 = -224809.689067
  nChanged 18
		SP:Iteration 11Q (119072.470000 sec): 3 clusters
  Score: Raw -227328.375714 + Penalty 2510.732262 = -224817.643452
  nChanged 12
		SP:Iteration 12Q (119072.660000 sec): 3 clusters
  Score: Raw -227333.726702 + Penalty 2510.732262 = -224822.994439
  nChanged 12
		SP:Iteration 13Q (119072.820000 sec): 3 clusters
  Score: Raw -227340.231101 + Penalty 2510.732262 = -224829.498839
  nChanged 9
		SP:Iteration 14Q (119073.020000 sec): 3 clusters
  Score: Raw -227343.892312 + Penalty 2510.732262 = -224833.160049
  nChanged 8
		SP:Iteration 15Q (119073.160000 sec): 3 clusters
  Score: Raw -227347.713976 + Penalty 2510.732262 = -224836.981713
  nChanged 9
		SP:Iteration 16Q (119073.320000 sec): 3 clusters
  Score: Raw -227351.537411 + Penalty 2510.732262 = -224840.805149
  nChanged 8
		SP:Iteration 17Q (119073.540000 sec): 3 clusters
  Score: Raw -227355.130388 + Penalty 2510.732262 = -224844.398125
  nChanged 6
		SP:Iteration 18Q (119073.700000 sec): 3 clusters
  Score: Raw -227360.044453 + Penalty 2510.732262 = -224849.312191
  nChanged 6
		SP:Iteration 19Q (119073.840000 sec): 3 clusters
  Score: Raw -227363.161173 + Penalty 2510.732262 = -224852.428911
  nChanged 4
		SP:Iteration 20F (119074.060000 sec): 3 clusters
  Score: Raw -227366.402674 + Penalty 2510.732262 = -224855.670412
  nChanged 3
		SP:Iteration 21Q (119074.210000 sec): 3 clusters
  Score: Raw -227368.137043 + Penalty 2510.732262 = -224857.404780
  nChanged 5
		SP:Iteration 22Q (119074.400000 sec): 3 clusters
  Score: Raw -227369.687060 + Penalty 2510.732262 = -224858.954798
  nChanged 2
		SP:Iteration 23Q (119074.600000 sec): 3 clusters
  Score: Raw -227370.451492 + Penalty 2510.732262 = -224859.719230
  nChanged 2
		SP:Iteration 24Q (119074.780000 sec): 3 clusters
  Score: Raw -227371.292108 + Penalty 2510.732262 = -224860.559846
  nChanged 5
		SP:Iteration 25Q (119074.980000 sec): 3 clusters
  Score: Raw -227372.808423 + Penalty 2510.732262 = -224862.076161
  nChanged 2
		SP:Iteration 26Q (119075.160000 sec): 3 clusters
  Score: Raw -227374.353271 + Penalty 2510.732262 = -224863.621009
  nChanged 3
		SP:Iteration 27Q (119075.340000 sec): 3 clusters
  Score: Raw -227375.824174 + Penalty 2510.732262 = -224865.091912
  nChanged 3
		SP:Iteration 28Q (119075.490000 sec): 3 clusters
  Score: Raw -227377.465114 + Penalty 2510.732262 = -224866.732851
  nChanged 2
		SP:Iteration 29Q (119075.660000 sec): 3 clusters
  Score: Raw -227378.943193 + Penalty 2510.732262 = -224868.210931
  nChanged 3
		SP:Iteration 30Q (119075.870000 sec): 3 clusters
  Score: Raw -227381.289393 + Penalty 2510.732262 = -224870.557131
  nChanged 3
		SP:Iteration 31Q (119076.050000 sec): 3 clusters
  Score: Raw -227382.429521 + Penalty 2510.732262 = -224871.697259
  nChanged 4
		SP:Iteration 32Q (119076.250000 sec): 3 clusters
  Score: Raw -227384.043109 + Penalty 2510.732262 = -224873.310846
  nChanged 2
		SP:Iteration 33Q (119076.410000 sec): 3 clusters
  Score: Raw -227384.646598 + Penalty 2510.732262 = -224873.914336
  nChanged 1
		SP:Iteration 34Q (119076.600000 sec): 3 clusters
  Score: Raw -227385.184544 + Penalty 2510.732262 = -224874.452282
  nChanged 0
		SP:Iteration 35F (119076.770000 sec): 3 clusters
  Score: Raw -227385.184544 + Penalty 2510.732262 = -224874.452282
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119076.910000 sec): 2 clusters
  Score: Raw -734537.403313 + Penalty 1433.075489 = -733104.327823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119077.090000 sec): 3 clusters
  Score: Raw -730861.912341 + Penalty 2866.150978 = -727995.761363
  nChanged 2795
		SP:Iteration 1F (119077.310000 sec): 3 clusters
  Score: Raw -732313.273631 + Penalty 2866.150978 = -729447.122653
  nChanged 454
		SP:Iteration 2F (119077.510000 sec): 3 clusters
  Score: Raw -732530.269987 + Penalty 2866.150978 = -729664.119008
  nChanged 359
		SP:Iteration 3F (119077.720000 sec): 3 clusters
  Score: Raw -732678.909586 + Penalty 2866.150978 = -729812.758607
  nChanged 273
		SP:Iteration 4Q (119077.870000 sec): 3 clusters
  Score: Raw -732779.583353 + Penalty 2866.150978 = -729913.432375
  nChanged 213
		SP:Iteration 5Q (119078.130000 sec): 3 clusters
  Score: Raw -732863.025556 + Penalty 2866.150978 = -729996.874578
  nChanged 201
		SP:Iteration 6Q (119078.330000 sec): 3 clusters
  Score: Raw -732939.777025 + Penalty 2866.150978 = -730073.626047
  nChanged 195
		SP:Iteration 7Q (119078.470000 sec): 3 clusters
  Score: Raw -733022.820388 + Penalty 2866.150978 = -730156.669410
  nChanged 204
		SP:Iteration 8Q (119078.650000 sec): 3 clusters
  Score: Raw -733123.149751 + Penalty 2866.150978 = -730256.998773
  nChanged 219
		SP:Iteration 9Q (119078.840000 sec): 3 clusters
  Score: Raw -733242.752616 + Penalty 2866.150978 = -730376.601637
  nChanged 250
		SP:Iteration 10Q (119079.020000 sec): 3 clusters
  Score: Raw -733389.865369 + Penalty 2866.150978 = -730523.714391
  nChanged 250
		SP:Iteration 11Q (119079.230000 sec): 3 clusters
  Score: Raw -733529.955500 + Penalty 2866.150978 = -730663.804522
  nChanged 237
		SP:Iteration 12Q (119079.440000 sec): 3 clusters
  Score: Raw -733653.948380 + Penalty 2866.150978 = -730787.797402
  nChanged 217
		SP:Iteration 13Q (119079.640000 sec): 3 clusters
  Score: Raw -733782.802671 + Penalty 2866.150978 = -730916.651693
  nChanged 208
		SP:Iteration 14Q (119079.800000 sec): 3 clusters
  Score: Raw -733888.866158 + Penalty 2866.150978 = -731022.715180
  nChanged 186
		SP:Iteration 15Q (119080.020000 sec): 3 clusters
  Score: Raw -733993.538257 + Penalty 2866.150978 = -731127.387279
  nChanged 201
		SP:Iteration 16Q (119080.250000 sec): 3 clusters
  Score: Raw -734122.452183 + Penalty 2866.150978 = -731256.301205
  nChanged 180
		SP:Iteration 17Q (119080.390000 sec): 3 clusters
  Score: Raw -734233.774121 + Penalty 2866.150978 = -731367.623142
  nChanged 160
		SP:Iteration 18Q (119080.640000 sec): 3 clusters
  Score: Raw -734314.275034 + Penalty 2866.150978 = -731448.124056
  nChanged 122
		SP:Iteration 19Q (119080.810000 sec): 3 clusters
  Score: Raw -734381.972120 + Penalty 2866.150978 = -731515.821142
  nChanged 125
		SP:Iteration 20F (119081.020000 sec): 3 clusters
  Score: Raw -734445.178019 + Penalty 2866.150978 = -731579.027041
  nChanged 109
		SP:Iteration 21Q (119081.230000 sec): 3 clusters
  Score: Raw -734490.655698 + Penalty 2866.150978 = -731624.504720
  nChanged 85
		SP:Iteration 22Q (119081.440000 sec): 3 clusters
  Score: Raw -734522.165458 + Penalty 2866.150978 = -731656.014480
  nChanged 65
		SP:Iteration 23Q (119081.700000 sec): 3 clusters
  Score: Raw -734545.764251 + Penalty 2866.150978 = -731679.613273
  nChanged 50
		SP:Iteration 24Q (119081.900000 sec): 3 clusters
  Score: Raw -734560.939199 + Penalty 2866.150978 = -731694.788220
  nChanged 46
		SP:Iteration 25Q (119082.060000 sec): 3 clusters
  Score: Raw -734575.179008 + Penalty 2866.150978 = -731709.028030
  nChanged 46
		SP:Iteration 26Q (119082.240000 sec): 3 clusters
  Score: Raw -734587.283961 + Penalty 2866.150978 = -731721.132982
  nChanged 36
		SP:Iteration 27Q (119082.460000 sec): 3 clusters
  Score: Raw -734597.020681 + Penalty 2866.150978 = -731730.869703
  nChanged 30
		SP:Iteration 28Q (119082.670000 sec): 3 clusters
  Score: Raw -734604.612867 + Penalty 2866.150978 = -731738.461889
  nChanged 23
		SP:Iteration 29Q (119082.870000 sec): 3 clusters
  Score: Raw -734611.472390 + Penalty 2866.150978 = -731745.321411
  nChanged 25
		SP:Iteration 30Q (119083.060000 sec): 3 clusters
  Score: Raw -734618.080307 + Penalty 2866.150978 = -731751.929329
  nChanged 20
		SP:Iteration 31Q (119083.280000 sec): 3 clusters
  Score: Raw -734622.338092 + Penalty 2866.150978 = -731756.187114
  nChanged 18
		SP:Iteration 32Q (119083.440000 sec): 3 clusters
  Score: Raw -734627.483625 + Penalty 2866.150978 = -731761.332646
  nChanged 22
		SP:Iteration 33Q (119083.690000 sec): 3 clusters
  Score: Raw -734633.214839 + Penalty 2866.150978 = -731767.063861
  nChanged 15
		SP:Iteration 34Q (119083.850000 sec): 3 clusters
  Score: Raw -734636.198048 + Penalty 2866.150978 = -731770.047070
  nChanged 16
		SP:Iteration 35Q (119084.050000 sec): 3 clusters
  Score: Raw -734638.996797 + Penalty 2866.150978 = -731772.845819
  nChanged 13
		SP:Iteration 36Q (119084.230000 sec): 3 clusters
  Score: Raw -734640.830539 + Penalty 2866.150978 = -731774.679561
  nChanged 7
		SP:Iteration 37Q (119084.460000 sec): 3 clusters
  Score: Raw -734642.059915 + Penalty 2866.150978 = -731775.908936
  nChanged 10
		SP:Iteration 38Q (119084.650000 sec): 3 clusters
  Score: Raw -734644.063706 + Penalty 2866.150978 = -731777.912727
  nChanged 9
		SP:Iteration 39Q (119084.850000 sec): 3 clusters
  Score: Raw -734646.049256 + Penalty 2866.150978 = -731779.898278
  nChanged 14
		SP:Iteration 40F (119085.080000 sec): 3 clusters
  Score: Raw -734649.253272 + Penalty 2866.150978 = -731783.102294
  nChanged 11
		SP:Iteration 41Q (119085.240000 sec): 3 clusters
  Score: Raw -734651.523259 + Penalty 2866.150978 = -731785.372281
  nChanged 10
		SP:Iteration 42Q (119085.470000 sec): 3 clusters
  Score: Raw -734653.324265 + Penalty 2866.150978 = -731787.173287
  nChanged 11
		SP:Iteration 43Q (119085.680000 sec): 3 clusters
  Score: Raw -734655.126880 + Penalty 2866.150978 = -731788.975901
  nChanged 7
		SP:Iteration 44Q (119085.860000 sec): 3 clusters
  Score: Raw -734657.086965 + Penalty 2866.150978 = -731790.935987
  nChanged 16
		SP:Iteration 45Q (119086.090000 sec): 3 clusters
  Score: Raw -734662.287145 + Penalty 2866.150978 = -731796.136167
  nChanged 20
		SP:Iteration 46Q (119086.290000 sec): 3 clusters
  Score: Raw -734666.418621 + Penalty 2866.150978 = -731800.267643
  nChanged 11
		SP:Iteration 47Q (119086.490000 sec): 3 clusters
  Score: Raw -734668.342726 + Penalty 2866.150978 = -731802.191748
  nChanged 7
		SP:Iteration 48Q (119086.690000 sec): 3 clusters
  Score: Raw -734669.895112 + Penalty 2866.150978 = -731803.744133
  nChanged 8
		SP:Iteration 49Q (119086.870000 sec): 3 clusters
  Score: Raw -734671.709102 + Penalty 2866.150978 = -731805.558123
  nChanged 9
		SP:Iteration 50Q (119087.100000 sec): 3 clusters
  Score: Raw -734673.395596 + Penalty 2866.150978 = -731807.244618
  nChanged 9
		SP:Iteration 51Q (119087.300000 sec): 3 clusters
  Score: Raw -734674.839100 + Penalty 2866.150978 = -731808.688121
  nChanged 4
		SP:Iteration 52Q (119087.510000 sec): 3 clusters
  Score: Raw -734675.847862 + Penalty 2866.150978 = -731809.696884
  nChanged 5
		SP:Iteration 53Q (119087.700000 sec): 3 clusters
  Score: Raw -734676.458138 + Penalty 2866.150978 = -731810.307160
  nChanged 4
		SP:Iteration 54Q (119087.910000 sec): 3 clusters
  Score: Raw -734677.119395 + Penalty 2866.150978 = -731810.968416
  nChanged 3
		SP:Iteration 55Q (119088.100000 sec): 3 clusters
  Score: Raw -734677.708175 + Penalty 2866.150978 = -731811.557197
  nChanged 1
		SP:Iteration 56Q (119088.330000 sec): 3 clusters
  Score: Raw -734677.813393 + Penalty 2866.150978 = -731811.662415
  nChanged 0
		SP:Iteration 57F (119088.510000 sec): 3 clusters
  Score: Raw -734677.813393 + Penalty 2866.150978 = -731811.662415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119088.650000 sec): 2 clusters
  Score: Raw -634463.035294 + Penalty 1433.771011 = -633029.264283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119088.830000 sec): 3 clusters
  Score: Raw -630818.020777 + Penalty 2867.542022 = -627950.478755
  nChanged 2840
		SP:Iteration 1F (119088.990000 sec): 3 clusters
  Score: Raw -632398.741457 + Penalty 2867.542022 = -629531.199435
  nChanged 480
		SP:Iteration 2F (119089.200000 sec): 3 clusters
  Score: Raw -632702.949794 + Penalty 2867.542022 = -629835.407772
  nChanged 423
		SP:Iteration 3F (119089.410000 sec): 3 clusters
  Score: Raw -632916.368820 + Penalty 2867.542022 = -630048.826799
  nChanged 340
		SP:Iteration 4F (119089.610000 sec): 3 clusters
  Score: Raw -633097.139210 + Penalty 2867.542022 = -630229.597188
  nChanged 279
		SP:Iteration 5Q (119089.820000 sec): 3 clusters
  Score: Raw -633243.840980 + Penalty 2867.542022 = -630376.298958
  nChanged 253
		SP:Iteration 6Q (119090.000000 sec): 3 clusters
  Score: Raw -633373.608740 + Penalty 2867.542022 = -630506.066719
  nChanged 244
		SP:Iteration 7Q (119090.210000 sec): 3 clusters
  Score: Raw -633499.009048 + Penalty 2867.542022 = -630631.467026
  nChanged 245
		SP:Iteration 8Q (119090.470000 sec): 3 clusters
  Score: Raw -633648.634923 + Penalty 2867.542022 = -630781.092901
  nChanged 272
		SP:Iteration 9Q (119090.630000 sec): 3 clusters
  Score: Raw -633808.009400 + Penalty 2867.542022 = -630940.467378
  nChanged 242
		SP:Iteration 10Q (119090.840000 sec): 3 clusters
  Score: Raw -633941.017340 + Penalty 2867.542022 = -631073.475318
  nChanged 216
		SP:Iteration 11Q (119091.060000 sec): 3 clusters
  Score: Raw -634054.555078 + Penalty 2867.542022 = -631187.013056
  nChanged 199
		SP:Iteration 12Q (119091.250000 sec): 3 clusters
  Score: Raw -634170.545295 + Penalty 2867.542022 = -631303.003273
  nChanged 170
		SP:Iteration 13Q (119091.440000 sec): 3 clusters
  Score: Raw -634269.581937 + Penalty 2867.542022 = -631402.039915
  nChanged 176
		SP:Iteration 14Q (119091.670000 sec): 3 clusters
  Score: Raw -634372.174046 + Penalty 2867.542022 = -631504.632024
  nChanged 147
		SP:Iteration 15Q (119091.840000 sec): 3 clusters
  Score: Raw -634455.522362 + Penalty 2867.542022 = -631587.980340
  nChanged 128
		SP:Iteration 16Q (119092.080000 sec): 3 clusters
  Score: Raw -634520.659789 + Penalty 2867.542022 = -631653.117767
  nChanged 114
		SP:Iteration 17Q (119092.260000 sec): 3 clusters
  Score: Raw -634580.794282 + Penalty 2867.542022 = -631713.252260
  nChanged 95
		SP:Iteration 18Q (119092.450000 sec): 3 clusters
  Score: Raw -634626.057340 + Penalty 2867.542022 = -631758.515318
  nChanged 102
		SP:Iteration 19Q (119092.670000 sec): 3 clusters
  Score: Raw -634675.905403 + Penalty 2867.542022 = -631808.363382
  nChanged 91
		SP:Iteration 20F (119092.840000 sec): 3 clusters
  Score: Raw -634722.778746 + Penalty 2867.542022 = -631855.236724
  nChanged 85
		SP:Iteration 21Q (119093.050000 sec): 3 clusters
  Score: Raw -634779.550399 + Penalty 2867.542022 = -631912.008378
  nChanged 89
		SP:Iteration 22Q (119093.230000 sec): 3 clusters
  Score: Raw -634828.947063 + Penalty 2867.542022 = -631961.405041
  nChanged 57
		SP:Iteration 23Q (119093.430000 sec): 3 clusters
  Score: Raw -634856.775321 + Penalty 2867.542022 = -631989.233300
  nChanged 48
		SP:Iteration 24Q (119093.640000 sec): 3 clusters
  Score: Raw -634877.891379 + Penalty 2867.542022 = -632010.349357
  nChanged 37
		SP:Iteration 25Q (119093.830000 sec): 3 clusters
  Score: Raw -634900.632139 + Penalty 2867.542022 = -632033.090117
  nChanged 38
		SP:Iteration 26Q (119094.040000 sec): 3 clusters
  Score: Raw -634920.942443 + Penalty 2867.542022 = -632053.400422
  nChanged 37
		SP:Iteration 27Q (119094.210000 sec): 3 clusters
  Score: Raw -634943.156294 + Penalty 2867.542022 = -632075.614272
  nChanged 33
		SP:Iteration 28Q (119094.420000 sec): 3 clusters
  Score: Raw -634968.497644 + Penalty 2867.542022 = -632100.955622
  nChanged 32
		SP:Iteration 29Q (119094.610000 sec): 3 clusters
  Score: Raw -634986.367575 + Penalty 2867.542022 = -632118.825554
  nChanged 19
		SP:Iteration 30Q (119094.820000 sec): 3 clusters
  Score: Raw -634996.733168 + Penalty 2867.542022 = -632129.191146
  nChanged 20
		SP:Iteration 31Q (119095.000000 sec): 3 clusters
  Score: Raw -635005.224994 + Penalty 2867.542022 = -632137.682972
  nChanged 17
		SP:Iteration 32Q (119095.200000 sec): 3 clusters
  Score: Raw -635012.103207 + Penalty 2867.542022 = -632144.561185
  nChanged 11
		SP:Iteration 33Q (119095.360000 sec): 3 clusters
  Score: Raw -635016.821577 + Penalty 2867.542022 = -632149.279556
  nChanged 16
		SP:Iteration 34Q (119095.600000 sec): 3 clusters
  Score: Raw -635026.623235 + Penalty 2867.542022 = -632159.081213
  nChanged 17
		SP:Iteration 35Q (119095.750000 sec): 3 clusters
  Score: Raw -635035.633764 + Penalty 2867.542022 = -632168.091742
  nChanged 18
		SP:Iteration 36Q (119096.000000 sec): 3 clusters
  Score: Raw -635041.413710 + Penalty 2867.542022 = -632173.871689
  nChanged 15
		SP:Iteration 37Q (119096.130000 sec): 3 clusters
  Score: Raw -635047.099020 + Penalty 2867.542022 = -632179.556999
  nChanged 13
		SP:Iteration 38Q (119096.330000 sec): 3 clusters
  Score: Raw -635050.501589 + Penalty 2867.542022 = -632182.959567
  nChanged 14
		SP:Iteration 39Q (119096.540000 sec): 3 clusters
  Score: Raw -635055.720669 + Penalty 2867.542022 = -632188.178647
  nChanged 11
		SP:Iteration 40F (119096.720000 sec): 3 clusters
  Score: Raw -635060.511018 + Penalty 2867.542022 = -632192.968996
  nChanged 4
		SP:Iteration 41Q (119096.950000 sec): 3 clusters
  Score: Raw -635061.612893 + Penalty 2867.542022 = -632194.070872
  nChanged 4
		SP:Iteration 42Q (119097.130000 sec): 3 clusters
  Score: Raw -635062.711898 + Penalty 2867.542022 = -632195.169876
  nChanged 1
		SP:Iteration 43Q (119097.320000 sec): 3 clusters
  Score: Raw -635062.898208 + Penalty 2867.542022 = -632195.356187
  nChanged 0
		SP:Iteration 44F (119097.510000 sec): 3 clusters
  Score: Raw -635062.898208 + Penalty 2867.542022 = -632195.356187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119097.670000 sec): 2 clusters
  Score: Raw -1095486.713771 + Penalty 1509.396991 = -1093977.316779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119097.890000 sec): 3 clusters
  Score: Raw -1089345.941161 + Penalty 3018.793983 = -1086327.147178
  nChanged 4667
		SP:Iteration 1F (119098.090000 sec): 3 clusters
  Score: Raw -1091846.932847 + Penalty 3018.793983 = -1088828.138864
  nChanged 593
		SP:Iteration 2F (119098.290000 sec): 3 clusters
  Score: Raw -1092058.708845 + Penalty 3018.793983 = -1089039.914862
  nChanged 498
		SP:Iteration 3Q (119098.510000 sec): 3 clusters
  Score: Raw -1092228.038125 + Penalty 3018.793983 = -1089209.244142
  nChanged 410
		SP:Iteration 4Q (119098.770000 sec): 3 clusters
  Score: Raw -1092374.716478 + Penalty 3018.793983 = -1089355.922495
  nChanged 372
		SP:Iteration 5Q (119098.990000 sec): 3 clusters
  Score: Raw -1092519.638416 + Penalty 3018.793983 = -1089500.844433
  nChanged 357
		SP:Iteration 6Q (119099.220000 sec): 3 clusters
  Score: Raw -1092631.754325 + Penalty 3018.793983 = -1089612.960343
  nChanged 297
		SP:Iteration 7Q (119099.440000 sec): 3 clusters
  Score: Raw -1092736.027118 + Penalty 3018.793983 = -1089717.233135
  nChanged 299
		SP:Iteration 8Q (119099.680000 sec): 3 clusters
  Score: Raw -1092847.080189 + Penalty 3018.793983 = -1089828.286206
  nChanged 323
		SP:Iteration 9Q (119099.880000 sec): 3 clusters
  Score: Raw -1092972.876601 + Penalty 3018.793983 = -1089954.082618
  nChanged 340
		SP:Iteration 10Q (119100.120000 sec): 3 clusters
  Score: Raw -1093105.732466 + Penalty 3018.793983 = -1090086.938483
  nChanged 336
		SP:Iteration 11Q (119100.340000 sec): 3 clusters
  Score: Raw -1093242.085397 + Penalty 3018.793983 = -1090223.291414
  nChanged 347
		SP:Iteration 12Q (119100.600000 sec): 3 clusters
  Score: Raw -1093382.480526 + Penalty 3018.793983 = -1090363.686544
  nChanged 344
		SP:Iteration 13Q (119100.810000 sec): 3 clusters
  Score: Raw -1093534.614827 + Penalty 3018.793983 = -1090515.820844
  nChanged 341
		SP:Iteration 14Q (119101.020000 sec): 3 clusters
  Score: Raw -1093703.728526 + Penalty 3018.793983 = -1090684.934543
  nChanged 352
		SP:Iteration 15Q (119101.290000 sec): 3 clusters
  Score: Raw -1093906.432450 + Penalty 3018.793983 = -1090887.638467
  nChanged 371
		SP:Iteration 16Q (119101.510000 sec): 3 clusters
  Score: Raw -1094126.986497 + Penalty 3018.793983 = -1091108.192514
  nChanged 349
		SP:Iteration 17Q (119101.710000 sec): 3 clusters
  Score: Raw -1094320.608502 + Penalty 3018.793983 = -1091301.814520
  nChanged 290
		SP:Iteration 18Q (119101.910000 sec): 3 clusters
  Score: Raw -1094477.164673 + Penalty 3018.793983 = -1091458.370690
  nChanged 244
		SP:Iteration 19Q (119102.120000 sec): 3 clusters
  Score: Raw -1094608.139544 + Penalty 3018.793983 = -1091589.345561
  nChanged 221
		SP:Iteration 20F (119102.380000 sec): 3 clusters
  Score: Raw -1094708.213263 + Penalty 3018.793983 = -1091689.419280
  nChanged 172
		SP:Iteration 21Q (119102.610000 sec): 3 clusters
  Score: Raw -1094777.632993 + Penalty 3018.793983 = -1091758.839011
  nChanged 139
		SP:Iteration 22Q (119102.760000 sec): 3 clusters
  Score: Raw -1094831.107623 + Penalty 3018.793983 = -1091812.313640
  nChanged 129
		SP:Iteration 23Q (119102.980000 sec): 3 clusters
  Score: Raw -1094877.161454 + Penalty 3018.793983 = -1091858.367471
  nChanged 95
		SP:Iteration 24Q (119103.200000 sec): 3 clusters
  Score: Raw -1094909.712452 + Penalty 3018.793983 = -1091890.918469
  nChanged 97
		SP:Iteration 25Q (119103.440000 sec): 3 clusters
  Score: Raw -1094948.164942 + Penalty 3018.793983 = -1091929.370959
  nChanged 102
		SP:Iteration 26Q (119103.700000 sec): 3 clusters
  Score: Raw -1094989.535065 + Penalty 3018.793983 = -1091970.741082
  nChanged 98
		SP:Iteration 27Q (119103.940000 sec): 3 clusters
  Score: Raw -1095030.940899 + Penalty 3018.793983 = -1092012.146916
  nChanged 109
		SP:Iteration 28Q (119104.150000 sec): 3 clusters
  Score: Raw -1095075.494931 + Penalty 3018.793983 = -1092056.700948
  nChanged 94
		SP:Iteration 29Q (119104.380000 sec): 3 clusters
  Score: Raw -1095106.811367 + Penalty 3018.793983 = -1092088.017385
  nChanged 79
		SP:Iteration 30Q (119104.620000 sec): 3 clusters
  Score: Raw -1095127.320839 + Penalty 3018.793983 = -1092108.526857
  nChanged 67
		SP:Iteration 31Q (119104.840000 sec): 3 clusters
  Score: Raw -1095145.700896 + Penalty 3018.793983 = -1092126.906913
  nChanged 73
		SP:Iteration 32Q (119105.080000 sec): 3 clusters
  Score: Raw -1095165.292618 + Penalty 3018.793983 = -1092146.498635
  nChanged 68
		SP:Iteration 33Q (119105.340000 sec): 3 clusters
  Score: Raw -1095184.050279 + Penalty 3018.793983 = -1092165.256297
  nChanged 55
		SP:Iteration 34Q (119105.530000 sec): 3 clusters
  Score: Raw -1095199.273733 + Penalty 3018.793983 = -1092180.479750
  nChanged 54
		SP:Iteration 35Q (119105.750000 sec): 3 clusters
  Score: Raw -1095211.469790 + Penalty 3018.793983 = -1092192.675807
  nChanged 60
		SP:Iteration 36Q (119105.940000 sec): 3 clusters
  Score: Raw -1095227.641506 + Penalty 3018.793983 = -1092208.847524
  nChanged 45
		SP:Iteration 37Q (119106.190000 sec): 3 clusters
  Score: Raw -1095240.893524 + Penalty 3018.793983 = -1092222.099541
  nChanged 47
		SP:Iteration 38Q (119106.440000 sec): 3 clusters
  Score: Raw -1095254.646853 + Penalty 3018.793983 = -1092235.852870
  nChanged 52
		SP:Iteration 39Q (119106.670000 sec): 3 clusters
  Score: Raw -1095269.307846 + Penalty 3018.793983 = -1092250.513864
  nChanged 54
		SP:Iteration 40F (119106.860000 sec): 3 clusters
  Score: Raw -1095283.076951 + Penalty 3018.793983 = -1092264.282968
  nChanged 49
		SP:Iteration 41Q (119107.080000 sec): 3 clusters
  Score: Raw -1095296.905236 + Penalty 3018.793983 = -1092278.111253
  nChanged 45
		SP:Iteration 42Q (119107.310000 sec): 3 clusters
  Score: Raw -1095310.078481 + Penalty 3018.793983 = -1092291.284498
  nChanged 44
		SP:Iteration 43Q (119107.520000 sec): 3 clusters
  Score: Raw -1095325.488404 + Penalty 3018.793983 = -1092306.694421
  nChanged 42
		SP:Iteration 44Q (119107.720000 sec): 3 clusters
  Score: Raw -1095342.712966 + Penalty 3018.793983 = -1092323.918983
  nChanged 51
		SP:Iteration 45Q (119107.950000 sec): 3 clusters
  Score: Raw -1095360.489346 + Penalty 3018.793983 = -1092341.695363
  nChanged 46
		SP:Iteration 46Q (119108.180000 sec): 3 clusters
  Score: Raw -1095378.086358 + Penalty 3018.793983 = -1092359.292376
  nChanged 43
		SP:Iteration 47Q (119108.390000 sec): 3 clusters
  Score: Raw -1095398.285477 + Penalty 3018.793983 = -1092379.491494
  nChanged 53
		SP:Iteration 48Q (119108.560000 sec): 3 clusters
  Score: Raw -1095421.793747 + Penalty 3018.793983 = -1092402.999764
  nChanged 52
		SP:Iteration 49Q (119108.800000 sec): 3 clusters
  Score: Raw -1095443.909704 + Penalty 3018.793983 = -1092425.115721
  nChanged 44
		SP:Iteration 50Q (119109.020000 sec): 3 clusters
  Score: Raw -1095463.165373 + Penalty 3018.793983 = -1092444.371390
  nChanged 57
		SP:Iteration 51Q (119109.200000 sec): 3 clusters
  Score: Raw -1095484.413462 + Penalty 3018.793983 = -1092465.619480
  nChanged 50
		SP:Iteration 52Q (119109.420000 sec): 3 clusters
  Score: Raw -1095504.163344 + Penalty 3018.793983 = -1092485.369362
  nChanged 43
		SP:Iteration 53Q (119109.650000 sec): 3 clusters
  Score: Raw -1095522.302906 + Penalty 3018.793983 = -1092503.508923
  nChanged 39
		SP:Iteration 54Q (119109.850000 sec): 3 clusters
  Score: Raw -1095538.431874 + Penalty 3018.793983 = -1092519.637891
  nChanged 30
		SP:Iteration 55Q (119110.050000 sec): 3 clusters
  Score: Raw -1095552.400183 + Penalty 3018.793983 = -1092533.606200
  nChanged 26
		SP:Iteration 56Q (119110.290000 sec): 3 clusters
  Score: Raw -1095567.642219 + Penalty 3018.793983 = -1092548.848237
  nChanged 25
		SP:Iteration 57Q (119110.500000 sec): 3 clusters
  Score: Raw -1095578.795253 + Penalty 3018.793983 = -1092560.001271
  nChanged 31
		SP:Iteration 58Q (119110.720000 sec): 3 clusters
  Score: Raw -1095589.429884 + Penalty 3018.793983 = -1092570.635902
  nChanged 27
		SP:Iteration 59Q (119110.940000 sec): 3 clusters
  Score: Raw -1095599.758173 + Penalty 3018.793983 = -1092580.964191
  nChanged 22
		SP:Iteration 60F (119111.100000 sec): 3 clusters
  Score: Raw -1095606.688140 + Penalty 3018.793983 = -1092587.894157
  nChanged 26
		SP:Iteration 61Q (119111.300000 sec): 3 clusters
  Score: Raw -1095615.680592 + Penalty 3018.793983 = -1092596.886609
  nChanged 24
		SP:Iteration 62Q (119111.570000 sec): 3 clusters
  Score: Raw -1095623.330474 + Penalty 3018.793983 = -1092604.536491
  nChanged 11
		SP:Iteration 63Q (119111.760000 sec): 3 clusters
  Score: Raw -1095627.689302 + Penalty 3018.793983 = -1092608.895320
  nChanged 12
		SP:Iteration 64Q (119111.960000 sec): 3 clusters
  Score: Raw -1095632.890849 + Penalty 3018.793983 = -1092614.096866
  nChanged 16
		SP:Iteration 65Q (119112.170000 sec): 3 clusters
  Score: Raw -1095643.101021 + Penalty 3018.793983 = -1092624.307039
  nChanged 25
		SP:Iteration 66Q (119112.380000 sec): 3 clusters
  Score: Raw -1095655.831588 + Penalty 3018.793983 = -1092637.037605
  nChanged 28
		SP:Iteration 67Q (119112.570000 sec): 3 clusters
  Score: Raw -1095668.938859 + Penalty 3018.793983 = -1092650.144876
  nChanged 21
		SP:Iteration 68Q (119112.800000 sec): 3 clusters
  Score: Raw -1095678.641997 + Penalty 3018.793983 = -1092659.848015
  nChanged 19
		SP:Iteration 69Q (119112.990000 sec): 3 clusters
  Score: Raw -1095686.171341 + Penalty 3018.793983 = -1092667.377358
  nChanged 19
		SP:Iteration 70Q (119113.220000 sec): 3 clusters
  Score: Raw -1095694.270088 + Penalty 3018.793983 = -1092675.476105
  nChanged 15
		SP:Iteration 71Q (119113.470000 sec): 3 clusters
  Score: Raw -1095699.873190 + Penalty 3018.793983 = -1092681.079207
  nChanged 20
		SP:Iteration 72Q (119113.680000 sec): 3 clusters
  Score: Raw -1095708.529611 + Penalty 3018.793983 = -1092689.735629
  nChanged 14
		SP:Iteration 73Q (119113.870000 sec): 3 clusters
  Score: Raw -1095713.987717 + Penalty 3018.793983 = -1092695.193734
  nChanged 14
		SP:Iteration 74Q (119114.080000 sec): 3 clusters
  Score: Raw -1095719.019945 + Penalty 3018.793983 = -1092700.225962
  nChanged 12
		SP:Iteration 75Q (119114.280000 sec): 3 clusters
  Score: Raw -1095724.749127 + Penalty 3018.793983 = -1092705.955144
  nChanged 9
		SP:Iteration 76Q (119114.490000 sec): 3 clusters
  Score: Raw -1095727.847261 + Penalty 3018.793983 = -1092709.053278
  nChanged 6
		SP:Iteration 77Q (119114.710000 sec): 3 clusters
  Score: Raw -1095729.581065 + Penalty 3018.793983 = -1092710.787082
  nChanged 4
		SP:Iteration 78Q (119114.920000 sec): 3 clusters
  Score: Raw -1095730.887146 + Penalty 3018.793983 = -1092712.093163
  nChanged 6
		SP:Iteration 79Q (119115.130000 sec): 3 clusters
  Score: Raw -1095733.366184 + Penalty 3018.793983 = -1092714.572201
  nChanged 3
		SP:Iteration 80F (119115.380000 sec): 3 clusters
  Score: Raw -1095734.674930 + Penalty 3018.793983 = -1092715.880947
  nChanged 6
		SP:Iteration 81Q (119115.560000 sec): 3 clusters
  Score: Raw -1095736.739142 + Penalty 3018.793983 = -1092717.945159
  nChanged 3
		SP:Iteration 82Q (119115.730000 sec): 3 clusters
  Score: Raw -1095737.505191 + Penalty 3018.793983 = -1092718.711208
  nChanged 2
		SP:Iteration 83Q (119115.890000 sec): 3 clusters
  Score: Raw -1095738.666686 + Penalty 3018.793983 = -1092719.872703
  nChanged 6
		SP:Iteration 84Q (119116.040000 sec): 3 clusters
  Score: Raw -1095741.150926 + Penalty 3018.793983 = -1092722.356944
  nChanged 6
		SP:Iteration 85Q (119116.220000 sec): 3 clusters
  Score: Raw -1095743.916606 + Penalty 3018.793983 = -1092725.122624
  nChanged 5
		SP:Iteration 86Q (119116.450000 sec): 3 clusters
  Score: Raw -1095745.956791 + Penalty 3018.793983 = -1092727.162808
  nChanged 6
		SP:Iteration 87Q (119116.700000 sec): 3 clusters
  Score: Raw -1095748.231900 + Penalty 3018.793983 = -1092729.437917
  nChanged 5
		SP:Iteration 88Q (119116.910000 sec): 3 clusters
  Score: Raw -1095750.099692 + Penalty 3018.793983 = -1092731.305709
  nChanged 1
		SP:Iteration 89Q (119117.120000 sec): 3 clusters
  Score: Raw -1095750.408803 + Penalty 3018.793983 = -1092731.614821
  nChanged 1
		SP:Iteration 90Q (119117.350000 sec): 3 clusters
  Score: Raw -1095750.538970 + Penalty 3018.793983 = -1092731.744988
  nChanged 0
		SP:Iteration 91F (119117.580000 sec): 3 clusters
  Score: Raw -1095750.538970 + Penalty 3018.793983 = -1092731.744988
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3569 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119117.680000 sec): 2 clusters
  Score: Raw -370852.178783 + Penalty 1329.256618 = -369522.922166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119117.860000 sec): 3 clusters
  Score: Raw -369118.621221 + Penalty 2658.513235 = -366460.107986
  nChanged 1434
		SP:Iteration 1F (119118.090000 sec): 3 clusters
  Score: Raw -370069.282532 + Penalty 2658.513235 = -367410.769297
  nChanged 372
		SP:Iteration 2F (119118.290000 sec): 3 clusters
  Score: Raw -370413.630311 + Penalty 2658.513235 = -367755.117076
  nChanged 302
		SP:Iteration 3F (119118.510000 sec): 3 clusters
  Score: Raw -370710.519033 + Penalty 2658.513235 = -368052.005798
  nChanged 263
		SP:Iteration 4F (119118.710000 sec): 3 clusters
  Score: Raw -370957.301246 + Penalty 2658.513235 = -368298.788011
  nChanged 209
		SP:Iteration 5F (119118.940000 sec): 3 clusters
  Score: Raw -371127.300693 + Penalty 2658.513235 = -368468.787458
  nChanged 136
		SP:Iteration 6Q (119119.090000 sec): 3 clusters
  Score: Raw -371215.501782 + Penalty 2658.513235 = -368556.988547
  nChanged 100
		SP:Iteration 7Q (119119.320000 sec): 3 clusters
  Score: Raw -371273.464795 + Penalty 2658.513235 = -368614.951559
  nChanged 69
		SP:Iteration 8Q (119119.480000 sec): 3 clusters
  Score: Raw -371306.619048 + Penalty 2658.513235 = -368648.105813
  nChanged 36
		SP:Iteration 9Q (119119.700000 sec): 3 clusters
  Score: Raw -371317.687748 + Penalty 2658.513235 = -368659.174513
  nChanged 18
		SP:Iteration 10Q (119119.900000 sec): 3 clusters
  Score: Raw -371324.380232 + Penalty 2658.513235 = -368665.866997
  nChanged 13
		SP:Iteration 11Q (119120.080000 sec): 3 clusters
  Score: Raw -371329.781653 + Penalty 2658.513235 = -368671.268418
  nChanged 7
		SP:Iteration 12Q (119120.300000 sec): 3 clusters
  Score: Raw -371332.883950 + Penalty 2658.513235 = -368674.370714
  nChanged 7
		SP:Iteration 13Q (119120.470000 sec): 3 clusters
  Score: Raw -371334.857598 + Penalty 2658.513235 = -368676.344362
  nChanged 6
		SP:Iteration 14Q (119120.670000 sec): 3 clusters
  Score: Raw -371337.268418 + Penalty 2658.513235 = -368678.755183
  nChanged 7
		SP:Iteration 15Q (119120.850000 sec): 3 clusters
  Score: Raw -371339.295011 + Penalty 2658.513235 = -368680.781776
  nChanged 7
		SP:Iteration 16Q (119121.050000 sec): 3 clusters
  Score: Raw -371340.932792 + Penalty 2658.513235 = -368682.419557
  nChanged 1
		SP:Iteration 17Q (119121.220000 sec): 3 clusters
  Score: Raw -371341.062086 + Penalty 2658.513235 = -368682.548851
  nChanged 0
		SP:Iteration 18F (119121.450000 sec): 3 clusters
  Score: Raw -371341.062086 + Penalty 2658.513235 = -368682.548851
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (18137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119121.620000 sec): 2 clusters
  Score: Raw -1918698.548321 + Penalty 1593.427766 = -1917105.120555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119121.900000 sec): 3 clusters
  Score: Raw -1907781.296913 + Penalty 3186.855532 = -1904594.441381
  nChanged 8127
		SP:Iteration 1F (119122.160000 sec): 3 clusters
  Score: Raw -1912235.507195 + Penalty 3186.855532 = -1909048.651663
  nChanged 956
		SP:Iteration 2F (119122.360000 sec): 3 clusters
  Score: Raw -1912586.148348 + Penalty 3186.855532 = -1909399.292816
  nChanged 913
		SP:Iteration 3F (119122.630000 sec): 3 clusters
  Score: Raw -1912938.294605 + Penalty 3186.855532 = -1909751.439072
  nChanged 848
		SP:Iteration 4Q (119122.930000 sec): 3 clusters
  Score: Raw -1913284.486595 + Penalty 3186.855532 = -1910097.631063
  nChanged 872
		SP:Iteration 5Q (119123.190000 sec): 3 clusters
  Score: Raw -1913711.450024 + Penalty 3186.855532 = -1910524.594492
  nChanged 960
		SP:Iteration 6F (119123.480000 sec): 3 clusters
  Score: Raw -1914246.262604 + Penalty 3186.855532 = -1911059.407072
  nChanged 983
		SP:Iteration 7F (119123.790000 sec): 3 clusters
  Score: Raw -1914902.254805 + Penalty 3186.855532 = -1911715.399273
  nChanged 992
		SP:Iteration 8F (119124.010000 sec): 3 clusters
  Score: Raw -1915622.755842 + Penalty 3186.855532 = -1912435.900310
  nChanged 961
		SP:Iteration 9F (119124.280000 sec): 3 clusters
  Score: Raw -1916303.348000 + Penalty 3186.855532 = -1913116.492468
  nChanged 816
		SP:Iteration 10Q (119124.600000 sec): 3 clusters
  Score: Raw -1916810.103623 + Penalty 3186.855532 = -1913623.248091
  nChanged 654
		SP:Iteration 11Q (119124.890000 sec): 3 clusters
  Score: Raw -1917132.710104 + Penalty 3186.855532 = -1913945.854572
  nChanged 465
		SP:Iteration 12Q (119125.200000 sec): 3 clusters
  Score: Raw -1917315.406593 + Penalty 3186.855532 = -1914128.551061
  nChanged 314
		SP:Iteration 13Q (119125.440000 sec): 3 clusters
  Score: Raw -1917420.804110 + Penalty 3186.855532 = -1914233.948578
  nChanged 240
		SP:Iteration 14Q (119125.730000 sec): 3 clusters
  Score: Raw -1917491.295132 + Penalty 3186.855532 = -1914304.439600
  nChanged 204
		SP:Iteration 15Q (119125.990000 sec): 3 clusters
  Score: Raw -1917542.650317 + Penalty 3186.855532 = -1914355.794785
  nChanged 169
		SP:Iteration 16Q (119126.230000 sec): 3 clusters
  Score: Raw -1917580.275341 + Penalty 3186.855532 = -1914393.419808
  nChanged 154
		SP:Iteration 17Q (119126.470000 sec): 3 clusters
  Score: Raw -1917618.375267 + Penalty 3186.855532 = -1914431.519735
  nChanged 142
		SP:Iteration 18Q (119126.780000 sec): 3 clusters
  Score: Raw -1917648.698493 + Penalty 3186.855532 = -1914461.842961
  nChanged 109
		SP:Iteration 19Q (119127.070000 sec): 3 clusters
  Score: Raw -1917670.109394 + Penalty 3186.855532 = -1914483.253862
  nChanged 103
		SP:Iteration 20F (119127.310000 sec): 3 clusters
  Score: Raw -1917688.613186 + Penalty 3186.855532 = -1914501.757654
  nChanged 105
		SP:Iteration 21Q (119127.580000 sec): 3 clusters
  Score: Raw -1917709.776200 + Penalty 3186.855532 = -1914522.920668
  nChanged 105
		SP:Iteration 22Q (119127.820000 sec): 3 clusters
  Score: Raw -1917730.156905 + Penalty 3186.855532 = -1914543.301373
  nChanged 113
		SP:Iteration 23Q (119128.090000 sec): 3 clusters
  Score: Raw -1917752.679066 + Penalty 3186.855532 = -1914565.823534
  nChanged 114
		SP:Iteration 24Q (119128.350000 sec): 3 clusters
  Score: Raw -1917778.963963 + Penalty 3186.855532 = -1914592.108431
  nChanged 123
		SP:Iteration 25Q (119128.600000 sec): 3 clusters
  Score: Raw -1917806.156563 + Penalty 3186.855532 = -1914619.301031
  nChanged 124
		SP:Iteration 26Q (119128.880000 sec): 3 clusters
  Score: Raw -1917831.197217 + Penalty 3186.855532 = -1914644.341685
  nChanged 108
		SP:Iteration 27Q (119129.120000 sec): 3 clusters
  Score: Raw -1917852.344294 + Penalty 3186.855532 = -1914665.488762
  nChanged 100
		SP:Iteration 28Q (119129.390000 sec): 3 clusters
  Score: Raw -1917874.458095 + Penalty 3186.855532 = -1914687.602563
  nChanged 105
		SP:Iteration 29Q (119129.660000 sec): 3 clusters
  Score: Raw -1917898.467124 + Penalty 3186.855532 = -1914711.611592
  nChanged 113
		SP:Iteration 30Q (119129.940000 sec): 3 clusters
  Score: Raw -1917919.498418 + Penalty 3186.855532 = -1914732.642886
  nChanged 86
		SP:Iteration 31Q (119130.190000 sec): 3 clusters
  Score: Raw -1917934.789206 + Penalty 3186.855532 = -1914747.933674
  nChanged 95
		SP:Iteration 32Q (119130.470000 sec): 3 clusters
  Score: Raw -1917954.150629 + Penalty 3186.855532 = -1914767.295097
  nChanged 108
		SP:Iteration 33Q (119130.730000 sec): 3 clusters
  Score: Raw -1917976.340185 + Penalty 3186.855532 = -1914789.484653
  nChanged 107
		SP:Iteration 34Q (119130.970000 sec): 3 clusters
  Score: Raw -1917996.595849 + Penalty 3186.855532 = -1914809.740317
  nChanged 103
		SP:Iteration 35Q (119131.200000 sec): 3 clusters
  Score: Raw -1918016.416754 + Penalty 3186.855532 = -1914829.561222
  nChanged 91
		SP:Iteration 36Q (119131.480000 sec): 3 clusters
  Score: Raw -1918037.917458 + Penalty 3186.855532 = -1914851.061926
  nChanged 101
		SP:Iteration 37Q (119131.690000 sec): 3 clusters
  Score: Raw -1918064.099294 + Penalty 3186.855532 = -1914877.243762
  nChanged 113
		SP:Iteration 38Q (119131.940000 sec): 3 clusters
  Score: Raw -1918092.027783 + Penalty 3186.855532 = -1914905.172251
  nChanged 95
		SP:Iteration 39Q (119132.220000 sec): 3 clusters
  Score: Raw -1918113.927439 + Penalty 3186.855532 = -1914927.071907
  nChanged 108
		SP:Iteration 40F (119132.490000 sec): 3 clusters
  Score: Raw -1918136.966233 + Penalty 3186.855532 = -1914950.110700
  nChanged 102
		SP:Iteration 41Q (119132.730000 sec): 3 clusters
  Score: Raw -1918159.993147 + Penalty 3186.855532 = -1914973.137615
  nChanged 112
		SP:Iteration 42Q (119133.020000 sec): 3 clusters
  Score: Raw -1918185.567181 + Penalty 3186.855532 = -1914998.711649
  nChanged 105
		SP:Iteration 43Q (119133.270000 sec): 3 clusters
  Score: Raw -1918210.467963 + Penalty 3186.855532 = -1915023.612431
  nChanged 104
		SP:Iteration 44Q (119133.570000 sec): 3 clusters
  Score: Raw -1918238.446629 + Penalty 3186.855532 = -1915051.591097
  nChanged 98
		SP:Iteration 45Q (119133.790000 sec): 3 clusters
  Score: Raw -1918265.416378 + Penalty 3186.855532 = -1915078.560846
  nChanged 98
		SP:Iteration 46Q (119134.060000 sec): 3 clusters
  Score: Raw -1918289.218862 + Penalty 3186.855532 = -1915102.363330
  nChanged 87
		SP:Iteration 47Q (119134.290000 sec): 3 clusters
  Score: Raw -1918312.957555 + Penalty 3186.855532 = -1915126.102023
  nChanged 92
		SP:Iteration 48Q (119134.590000 sec): 3 clusters
  Score: Raw -1918336.013760 + Penalty 3186.855532 = -1915149.158228
  nChanged 89
		SP:Iteration 49Q (119134.770000 sec): 3 clusters
  Score: Raw -1918358.121277 + Penalty 3186.855532 = -1915171.265745
  nChanged 92
		SP:Iteration 50Q (119135.040000 sec): 3 clusters
  Score: Raw -1918379.408274 + Penalty 3186.855532 = -1915192.552742
  nChanged 84
		SP:Iteration 51Q (119135.270000 sec): 3 clusters
  Score: Raw -1918399.775042 + Penalty 3186.855532 = -1915212.919510
  nChanged 104
		SP:Iteration 52Q (119135.530000 sec): 3 clusters
  Score: Raw -1918427.974715 + Penalty 3186.855532 = -1915241.119183
  nChanged 105
		SP:Iteration 53Q (119135.760000 sec): 3 clusters
  Score: Raw -1918456.541105 + Penalty 3186.855532 = -1915269.685573
  nChanged 98
		SP:Iteration 54Q (119136.010000 sec): 3 clusters
  Score: Raw -1918483.541362 + Penalty 3186.855532 = -1915296.685830
  nChanged 89
		SP:Iteration 55Q (119136.290000 sec): 3 clusters
  Score: Raw -1918505.768476 + Penalty 3186.855532 = -1915318.912944
  nChanged 77
		SP:Iteration 56Q (119136.500000 sec): 3 clusters
  Score: Raw -1918525.239221 + Penalty 3186.855532 = -1915338.383689
  nChanged 81
		SP:Iteration 57Q (119136.800000 sec): 3 clusters
  Score: Raw -1918548.007600 + Penalty 3186.855532 = -1915361.152068
  nChanged 87
		SP:Iteration 58Q (119137.020000 sec): 3 clusters
  Score: Raw -1918571.010536 + Penalty 3186.855532 = -1915384.155004
  nChanged 78
		SP:Iteration 59Q (119137.290000 sec): 3 clusters
  Score: Raw -1918589.454645 + Penalty 3186.855532 = -1915402.599112
  nChanged 70
		SP:Iteration 60F (119137.570000 sec): 3 clusters
  Score: Raw -1918608.578044 + Penalty 3186.855532 = -1915421.722512
  nChanged 77
		SP:Iteration 61Q (119137.790000 sec): 3 clusters
  Score: Raw -1918628.784815 + Penalty 3186.855532 = -1915441.929283
  nChanged 59
		SP:Iteration 62Q (119138.090000 sec): 3 clusters
  Score: Raw -1918642.133427 + Penalty 3186.855532 = -1915455.277895
  nChanged 47
		SP:Iteration 63Q (119138.290000 sec): 3 clusters
  Score: Raw -1918654.660625 + Penalty 3186.855532 = -1915467.805092
  nChanged 55
		SP:Iteration 64Q (119138.570000 sec): 3 clusters
  Score: Raw -1918668.931339 + Penalty 3186.855532 = -1915482.075807
  nChanged 42
		SP:Iteration 65Q (119138.880000 sec): 3 clusters
  Score: Raw -1918681.545299 + Penalty 3186.855532 = -1915494.689767
  nChanged 50
		SP:Iteration 66Q (119139.120000 sec): 3 clusters
  Score: Raw -1918695.717833 + Penalty 3186.855532 = -1915508.862301
  nChanged 48
		SP:Iteration 67Q (119139.350000 sec): 3 clusters
  Score: Raw -1918710.187006 + Penalty 3186.855532 = -1915523.331473
  nChanged 41
		SP:Iteration 68Q (119139.650000 sec): 3 clusters
  Score: Raw -1918722.928587 + Penalty 3186.855532 = -1915536.073055
  nChanged 52
		SP:Iteration 69Q (119139.930000 sec): 3 clusters
  Score: Raw -1918742.485780 + Penalty 3186.855532 = -1915555.630248
  nChanged 48
		SP:Iteration 70Q (119140.160000 sec): 3 clusters
  Score: Raw -1918757.688880 + Penalty 3186.855532 = -1915570.833348
  nChanged 38
		SP:Iteration 71Q (119140.400000 sec): 3 clusters
  Score: Raw -1918767.145022 + Penalty 3186.855532 = -1915580.289490
  nChanged 18
		SP:Iteration 72Q (119140.670000 sec): 3 clusters
  Score: Raw -1918771.809273 + Penalty 3186.855532 = -1915584.953741
  nChanged 27
		SP:Iteration 73Q (119140.880000 sec): 3 clusters
  Score: Raw -1918778.975525 + Penalty 3186.855532 = -1915592.119993
  nChanged 21
		SP:Iteration 74Q (119141.120000 sec): 3 clusters
  Score: Raw -1918784.627662 + Penalty 3186.855532 = -1915597.772130
  nChanged 28
		SP:Iteration 75Q (119141.350000 sec): 3 clusters
  Score: Raw -1918790.827689 + Penalty 3186.855532 = -1915603.972157
  nChanged 19
		SP:Iteration 76Q (119141.590000 sec): 3 clusters
  Score: Raw -1918794.371189 + Penalty 3186.855532 = -1915607.515657
  nChanged 21
		SP:Iteration 77Q (119141.840000 sec): 3 clusters
  Score: Raw -1918798.168668 + Penalty 3186.855532 = -1915611.313136
  nChanged 21
		SP:Iteration 78Q (119142.130000 sec): 3 clusters
  Score: Raw -1918803.429538 + Penalty 3186.855532 = -1915616.574006
  nChanged 22
		SP:Iteration 79Q (119142.350000 sec): 3 clusters
  Score: Raw -1918807.940210 + Penalty 3186.855532 = -1915621.084678
  nChanged 17
		SP:Iteration 80F (119142.610000 sec): 3 clusters
  Score: Raw -1918811.600284 + Penalty 3186.855532 = -1915624.744752
  nChanged 19
		SP:Iteration 81Q (119142.870000 sec): 3 clusters
  Score: Raw -1918816.152277 + Penalty 3186.855532 = -1915629.296745
  nChanged 12
		SP:Iteration 82Q (119143.080000 sec): 3 clusters
  Score: Raw -1918819.301527 + Penalty 3186.855532 = -1915632.445995
  nChanged 10
		SP:Iteration 83Q (119143.330000 sec): 3 clusters
  Score: Raw -1918821.127719 + Penalty 3186.855532 = -1915634.272187
  nChanged 7
		SP:Iteration 84Q (119143.580000 sec): 3 clusters
  Score: Raw -1918823.221211 + Penalty 3186.855532 = -1915636.365679
  nChanged 8
		SP:Iteration 85Q (119143.810000 sec): 3 clusters
  Score: Raw -1918824.918638 + Penalty 3186.855532 = -1915638.063106
  nChanged 13
		SP:Iteration 86Q (119144.050000 sec): 3 clusters
  Score: Raw -1918828.407538 + Penalty 3186.855532 = -1915641.552006
  nChanged 15
		SP:Iteration 87Q (119144.340000 sec): 3 clusters
  Score: Raw -1918832.881779 + Penalty 3186.855532 = -1915646.026246
  nChanged 13
		SP:Iteration 88Q (119144.580000 sec): 3 clusters
  Score: Raw -1918836.453848 + Penalty 3186.855532 = -1915649.598316
  nChanged 14
		SP:Iteration 89Q (119144.840000 sec): 3 clusters
  Score: Raw -1918839.283690 + Penalty 3186.855532 = -1915652.428158
  nChanged 8
		SP:Iteration 90Q (119145.140000 sec): 3 clusters
  Score: Raw -1918841.554173 + Penalty 3186.855532 = -1915654.698641
  nChanged 10
		SP:Iteration 91Q (119145.380000 sec): 3 clusters
  Score: Raw -1918844.482632 + Penalty 3186.855532 = -1915657.627099
  nChanged 6
		SP:Iteration 92Q (119145.600000 sec): 3 clusters
  Score: Raw -1918845.978927 + Penalty 3186.855532 = -1915659.123395
  nChanged 3
		SP:Iteration 93Q (119145.850000 sec): 3 clusters
  Score: Raw -1918846.648642 + Penalty 3186.855532 = -1915659.793110
  nChanged 4
		SP:Iteration 94Q (119146.100000 sec): 3 clusters
  Score: Raw -1918847.752940 + Penalty 3186.855532 = -1915660.897408
  nChanged 2
		SP:Iteration 95Q (119146.350000 sec): 3 clusters
  Score: Raw -1918848.250671 + Penalty 3186.855532 = -1915661.395139
  nChanged 3
		SP:Iteration 96Q (119146.580000 sec): 3 clusters
  Score: Raw -1918848.895409 + Penalty 3186.855532 = -1915662.039877
  nChanged 2
		SP:Iteration 97Q (119146.830000 sec): 3 clusters
  Score: Raw -1918849.190618 + Penalty 3186.855532 = -1915662.335086
  nChanged 2
		SP:Iteration 98Q (119147.080000 sec): 3 clusters
  Score: Raw -1918849.684603 + Penalty 3186.855532 = -1915662.829071
  nChanged 1
		SP:Iteration 99Q (119147.350000 sec): 3 clusters
  Score: Raw -1918849.772406 + Penalty 3186.855532 = -1915662.916874
  nChanged 0
		SP:Iteration 100F (119147.590000 sec): 3 clusters
  Score: Raw -1918849.772406 + Penalty 3186.855532 = -1915662.916874
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119147.730000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119147.920000 sec): 3 clusters
  Score: Raw -26840.403300 + Penalty 1810.950060 = -25029.453240
  nChanged 43
		SP:Iteration 1F (119148.080000 sec): 3 clusters
  Score: Raw -26930.904904 + Penalty 1810.950060 = -25119.954843
  nChanged 4
		SP:Iteration 2Q (119148.240000 sec): 3 clusters
  Score: Raw -26937.259401 + Penalty 1810.950060 = -25126.309340
  nChanged 1
		SP:Iteration 3Q (119148.390000 sec): 3 clusters
  Score: Raw -26941.011076 + Penalty 1810.950060 = -25130.061015
  nChanged 1
		SP:Iteration 4Q (119148.600000 sec): 3 clusters
  Score: Raw -26942.773953 + Penalty 1810.950060 = -25131.823892
  nChanged 0
		SP:Iteration 5F (119148.770000 sec): 3 clusters
  Score: Raw -26942.773953 + Penalty 1810.950060 = -25131.823892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119148.850000 sec): 2 clusters
  Score: Raw -113571.987353 + Penalty 1171.397555 = -112400.589798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119148.990000 sec): 3 clusters
  Score: Raw -113088.536725 + Penalty 2342.795110 = -110745.741615
  nChanged 458
		SP:Iteration 1F (119149.190000 sec): 3 clusters
  Score: Raw -113504.726450 + Penalty 2342.795110 = -111161.931341
  nChanged 122
		SP:Iteration 2F (119149.400000 sec): 3 clusters
  Score: Raw -113655.741122 + Penalty 2342.795110 = -111312.946012
  nChanged 80
		SP:Iteration 3F (119149.560000 sec): 3 clusters
  Score: Raw -113744.919479 + Penalty 2342.795110 = -111402.124369
  nChanged 61
		SP:Iteration 4Q (119149.740000 sec): 3 clusters
  Score: Raw -113824.220711 + Penalty 2342.795110 = -111481.425601
  nChanged 55
		SP:Iteration 5Q (119149.920000 sec): 3 clusters
  Score: Raw -113901.830865 + Penalty 2342.795110 = -111559.035755
  nChanged 48
		SP:Iteration 6Q (119150.080000 sec): 3 clusters
  Score: Raw -113946.256164 + Penalty 2342.795110 = -111603.461054
  nChanged 35
		SP:Iteration 7Q (119150.240000 sec): 3 clusters
  Score: Raw -113975.896080 + Penalty 2342.795110 = -111633.100971
  nChanged 24
		SP:Iteration 8Q (119150.410000 sec): 3 clusters
  Score: Raw -114008.118227 + Penalty 2342.795110 = -111665.323117
  nChanged 25
		SP:Iteration 9Q (119150.530000 sec): 3 clusters
  Score: Raw -114042.105452 + Penalty 2342.795110 = -111699.310342
  nChanged 19
		SP:Iteration 10Q (119150.730000 sec): 3 clusters
  Score: Raw -114060.754309 + Penalty 2342.795110 = -111717.959199
  nChanged 19
		SP:Iteration 11Q (119150.920000 sec): 3 clusters
  Score: Raw -114087.318845 + Penalty 2342.795110 = -111744.523735
  nChanged 16
		SP:Iteration 12Q (119151.120000 sec): 3 clusters
  Score: Raw -114111.046588 + Penalty 2342.795110 = -111768.251478
  nChanged 24
		SP:Iteration 13Q (119151.270000 sec): 3 clusters
  Score: Raw -114137.607700 + Penalty 2342.795110 = -111794.812591
  nChanged 13
		SP:Iteration 14Q (119151.450000 sec): 3 clusters
  Score: Raw -114152.749814 + Penalty 2342.795110 = -111809.954704
  nChanged 11
		SP:Iteration 15Q (119151.660000 sec): 3 clusters
  Score: Raw -114164.633853 + Penalty 2342.795110 = -111821.838743
  nChanged 10
		SP:Iteration 16Q (119151.850000 sec): 3 clusters
  Score: Raw -114176.484611 + Penalty 2342.795110 = -111833.689501
  nChanged 11
		SP:Iteration 17Q (119152.010000 sec): 3 clusters
  Score: Raw -114192.723987 + Penalty 2342.795110 = -111849.928877
  nChanged 16
		SP:Iteration 18Q (119152.130000 sec): 3 clusters
  Score: Raw -114213.602152 + Penalty 2342.795110 = -111870.807042
  nChanged 10
		SP:Iteration 19Q (119152.260000 sec): 3 clusters
  Score: Raw -114221.111354 + Penalty 2342.795110 = -111878.316244
  nChanged 4
		SP:Iteration 20F (119152.390000 sec): 3 clusters
  Score: Raw -114226.578118 + Penalty 2342.795110 = -111883.783008
  nChanged 3
		SP:Iteration 21Q (119152.510000 sec): 3 clusters
  Score: Raw -114228.169036 + Penalty 2342.795110 = -111885.373926
  nChanged 1
		SP:Iteration 22Q (119152.640000 sec): 3 clusters
  Score: Raw -114228.543379 + Penalty 2342.795110 = -111885.748270
  nChanged 1
		SP:Iteration 23Q (119152.830000 sec): 3 clusters
  Score: Raw -114229.278991 + Penalty 2342.795110 = -111886.483881
  nChanged 0
		SP:Iteration 24F (119152.950000 sec): 3 clusters
  Score: Raw -114229.278991 + Penalty 2342.795110 = -111886.483881
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119153.030000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119153.150000 sec): 3 clusters
  Score: Raw -30635.463162 + Penalty 1847.163424 = -28788.299738
  nChanged 46
		SP:Iteration 1F (119153.280000 sec): 3 clusters
  Score: Raw -30725.422051 + Penalty 1847.163424 = -28878.258627
  nChanged 10
		SP:Iteration 2Q (119153.410000 sec): 3 clusters
  Score: Raw -30754.234978 + Penalty 1847.163424 = -28907.071554
  nChanged 4
		SP:Iteration 3Q (119153.540000 sec): 3 clusters
  Score: Raw -30764.192151 + Penalty 1847.163424 = -28917.028727
  nChanged 6
		SP:Iteration 4Q (119153.670000 sec): 3 clusters
  Score: Raw -30787.893722 + Penalty 1847.163424 = -28940.730298
  nChanged 3
		SP:Iteration 5Q (119153.800000 sec): 3 clusters
  Score: Raw -30800.011485 + Penalty 1847.163424 = -28952.848060
  nChanged 3
		SP:Iteration 6Q (119153.990000 sec): 3 clusters
  Score: Raw -30810.868710 + Penalty 1847.163424 = -28963.705286
  nChanged 1
		SP:Iteration 7Q (119154.190000 sec): 3 clusters
  Score: Raw -30812.003513 + Penalty 1847.163424 = -28964.840088
  nChanged 2
		SP:Iteration 8Q (119154.370000 sec): 3 clusters
  Score: Raw -30819.663393 + Penalty 1847.163424 = -28972.499969
  nChanged 1
		SP:Iteration 9Q (119154.590000 sec): 3 clusters
  Score: Raw -30822.877289 + Penalty 1847.163424 = -28975.713865
  nChanged 0
		SP:Iteration 10F (119154.740000 sec): 3 clusters
  Score: Raw -30822.877289 + Penalty 1847.163424 = -28975.713865
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119154.850000 sec): 2 clusters
  Score: Raw -279068.240835 + Penalty 1274.625404 = -277793.615432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119155.010000 sec): 3 clusters
  Score: Raw -277893.801042 + Penalty 2549.250807 = -275344.550235
  nChanged 920
		SP:Iteration 1F (119155.150000 sec): 3 clusters
  Score: Raw -278429.806792 + Penalty 2549.250807 = -275880.555985
  nChanged 183
		SP:Iteration 2F (119155.380000 sec): 3 clusters
  Score: Raw -278530.642438 + Penalty 2549.250807 = -275981.391631
  nChanged 104
		SP:Iteration 3Q (119155.510000 sec): 3 clusters
  Score: Raw -278580.214082 + Penalty 2549.250807 = -276030.963275
  nChanged 54
		SP:Iteration 4Q (119155.690000 sec): 3 clusters
  Score: Raw -278607.158314 + Penalty 2549.250807 = -276057.907506
  nChanged 58
		SP:Iteration 5Q (119155.870000 sec): 3 clusters
  Score: Raw -278635.621762 + Penalty 2549.250807 = -276086.370955
  nChanged 44
		SP:Iteration 6Q (119156.060000 sec): 3 clusters
  Score: Raw -278655.650031 + Penalty 2549.250807 = -276106.399224
  nChanged 44
		SP:Iteration 7Q (119156.210000 sec): 3 clusters
  Score: Raw -278679.163650 + Penalty 2549.250807 = -276129.912843
  nChanged 36
		SP:Iteration 8Q (119156.370000 sec): 3 clusters
  Score: Raw -278696.384391 + Penalty 2549.250807 = -276147.133583
  nChanged 37
		SP:Iteration 9Q (119156.590000 sec): 3 clusters
  Score: Raw -278712.287482 + Penalty 2549.250807 = -276163.036674
  nChanged 32
		SP:Iteration 10Q (119156.750000 sec): 3 clusters
  Score: Raw -278726.463977 + Penalty 2549.250807 = -276177.213169
  nChanged 32
		SP:Iteration 11Q (119156.940000 sec): 3 clusters
  Score: Raw -278739.885682 + Penalty 2549.250807 = -276190.634875
  nChanged 26
		SP:Iteration 12Q (119157.090000 sec): 3 clusters
  Score: Raw -278749.106146 + Penalty 2549.250807 = -276199.855339
  nChanged 11
		SP:Iteration 13Q (119157.210000 sec): 3 clusters
  Score: Raw -278751.676397 + Penalty 2549.250807 = -276202.425590
  nChanged 10
		SP:Iteration 14Q (119157.340000 sec): 3 clusters
  Score: Raw -278756.371721 + Penalty 2549.250807 = -276207.120913
  nChanged 17
		SP:Iteration 15Q (119157.470000 sec): 3 clusters
  Score: Raw -278763.757561 + Penalty 2549.250807 = -276214.506753
  nChanged 19
		SP:Iteration 16Q (119157.620000 sec): 3 clusters
  Score: Raw -278769.578411 + Penalty 2549.250807 = -276220.327604
  nChanged 9
		SP:Iteration 17Q (119157.810000 sec): 3 clusters
  Score: Raw -278773.376628 + Penalty 2549.250807 = -276224.125820
  nChanged 11
		SP:Iteration 18Q (119157.980000 sec): 3 clusters
  Score: Raw -278776.690538 + Penalty 2549.250807 = -276227.439730
  nChanged 11
		SP:Iteration 19Q (119158.090000 sec): 3 clusters
  Score: Raw -278780.382111 + Penalty 2549.250807 = -276231.131304
  nChanged 10
		SP:Iteration 20F (119158.190000 sec): 3 clusters
  Score: Raw -278783.976770 + Penalty 2549.250807 = -276234.725962
  nChanged 14
		SP:Iteration 21Q (119158.310000 sec): 3 clusters
  Score: Raw -278790.804971 + Penalty 2549.250807 = -276241.554163
  nChanged 13
		SP:Iteration 22Q (119158.410000 sec): 3 clusters
  Score: Raw -278793.947618 + Penalty 2549.250807 = -276244.696811
  nChanged 14
		SP:Iteration 23Q (119158.560000 sec): 3 clusters
  Score: Raw -278800.472948 + Penalty 2549.250807 = -276251.222141
  nChanged 16
		SP:Iteration 24Q (119158.750000 sec): 3 clusters
  Score: Raw -278809.616161 + Penalty 2549.250807 = -276260.365353
  nChanged 17
		SP:Iteration 25Q (119158.920000 sec): 3 clusters
  Score: Raw -278817.731008 + Penalty 2549.250807 = -276268.480200
  nChanged 14
		SP:Iteration 26Q (119159.130000 sec): 3 clusters
  Score: Raw -278824.245296 + Penalty 2549.250807 = -276274.994488
  nChanged 19
		SP:Iteration 27Q (119159.330000 sec): 3 clusters
  Score: Raw -278831.425511 + Penalty 2549.250807 = -276282.174703
  nChanged 13
		SP:Iteration 28Q (119159.530000 sec): 3 clusters
  Score: Raw -278835.843253 + Penalty 2549.250807 = -276286.592445
  nChanged 8
		SP:Iteration 29Q (119159.690000 sec): 3 clusters
  Score: Raw -278838.091357 + Penalty 2549.250807 = -276288.840550
  nChanged 7
		SP:Iteration 30Q (119159.840000 sec): 3 clusters
  Score: Raw -278840.388611 + Penalty 2549.250807 = -276291.137804
  nChanged 7
		SP:Iteration 31Q (119160.020000 sec): 3 clusters
  Score: Raw -278842.589355 + Penalty 2549.250807 = -276293.338548
  nChanged 5
		SP:Iteration 32Q (119160.230000 sec): 3 clusters
  Score: Raw -278845.206950 + Penalty 2549.250807 = -276295.956142
  nChanged 6
		SP:Iteration 33Q (119160.400000 sec): 3 clusters
  Score: Raw -278847.134223 + Penalty 2549.250807 = -276297.883416
  nChanged 6
		SP:Iteration 34Q (119160.600000 sec): 3 clusters
  Score: Raw -278849.477874 + Penalty 2549.250807 = -276300.227067
  nChanged 4
		SP:Iteration 35Q (119160.790000 sec): 3 clusters
  Score: Raw -278850.480826 + Penalty 2549.250807 = -276301.230018
  nChanged 2
		SP:Iteration 36Q (119161.020000 sec): 3 clusters
  Score: Raw -278850.978864 + Penalty 2549.250807 = -276301.728057
  nChanged 2
		SP:Iteration 37Q (119161.180000 sec): 3 clusters
  Score: Raw -278852.111024 + Penalty 2549.250807 = -276302.860217
  nChanged 5
		SP:Iteration 38Q (119161.350000 sec): 3 clusters
  Score: Raw -278853.522025 + Penalty 2549.250807 = -276304.271218
  nChanged 3
		SP:Iteration 39Q (119161.510000 sec): 3 clusters
  Score: Raw -278854.663962 + Penalty 2549.250807 = -276305.413155
  nChanged 3
		SP:Iteration 40F (119161.700000 sec): 3 clusters
  Score: Raw -278855.128116 + Penalty 2549.250807 = -276305.877308
  nChanged 1
		SP:Iteration 41Q (119161.860000 sec): 3 clusters
  Score: Raw -278855.325600 + Penalty 2549.250807 = -276306.074793
  nChanged 0
		SP:Iteration 42F (119162.040000 sec): 3 clusters
  Score: Raw -278855.325600 + Penalty 2549.250807 = -276306.074793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (119162.170000 sec): 2 clusters
  Score: Raw -50008.033318 + Penalty 999.126098 = -49008.907220
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (119162.340000 sec): 3 clusters
  Score: Raw -49953.342492 + Penalty 1998.252196 = -47955.090296
  nChanged 115
		SP:Iteration 1F (119162.540000 sec): 3 clusters
  Score: Raw -50132.500277 + Penalty 1998.252196 = -48134.248081
  nChanged 28
		SP:Iteration 2F (119162.680000 sec): 3 clusters
  Score: Raw -50189.178962 + Penalty 1998.252196 = -48190.926765
  nChanged 13
		SP:Iteration 3Q (119162.890000 sec): 3 clusters
  Score: Raw -50218.458897 + Penalty 1998.252196 = -48220.206701
  nChanged 7
		SP:Iteration 4Q (119163.100000 sec): 3 clusters
  Score: Raw -50227.595331 + Penalty 1998.252196 = -48229.343135
  nChanged 4
		SP:Iteration 5Q (119163.240000 sec): 3 clusters
  Score: Raw -50234.930355 + Penalty 1998.252196 = -48236.678158
  nChanged 3
		SP:Iteration 6Q (119163.410000 sec): 3 clusters
  Score: Raw -50240.224523 + Penalty 1998.252196 = -48241.972326
  nChanged 5
		SP:Iteration 7Q (119163.580000 sec): 3 clusters
  Score: Raw -50249.587210 + Penalty 1998.252196 = -48251.335014
  nChanged 4
		SP:Iteration 8Q (119163.740000 sec): 3 clusters
  Score: Raw -50259.666101 + Penalty 1998.252196 = -48261.413905
  nChanged 4
		SP:Iteration 9Q (119163.930000 sec): 3 clusters
  Score: Raw -50265.147997 + Penalty 1998.252196 = -48266.895801
  nChanged 4
		SP:Iteration 10Q (119164.110000 sec): 3 clusters
  Score: Raw -50270.922476 + Penalty 1998.252196 = -48272.670280
  nChanged 3
		SP:Iteration 11Q (119164.240000 sec): 3 clusters
  Score: Raw -50274.018221 + Penalty 1998.252196 = -48275.766025
  nChanged 0
		SP:Iteration 12F (119164.420000 sec): 3 clusters
  Score: Raw -50274.018221 + Penalty 1998.252196 = -48275.766025
  nChanged 0
Iteration 419Q (119254.990000 sec): 74 clusters
  Score: Raw -138108918.496841 + Penalty 167577.328758 = -137941341.168083
  nChanged 1263
Iteration 420F (119422.410000 sec): 74 clusters
  Score: Raw -138109286.204035 + Penalty 167577.328758 = -137941708.875277
  nChanged 3586
Iteration 421Q (119493.120000 sec): 74 clusters
  Score: Raw -138109684.594909 + Penalty 167577.328758 = -137942107.266151
  nChanged 3286
Iteration 422Q (119571.110000 sec): 74 clusters
  Score: Raw -138109969.251227 + Penalty 167577.328758 = -137942391.922468
  nChanged 3095
Iteration 423Q (119650.400000 sec): 74 clusters
  Score: Raw -138110214.893818 + Penalty 167577.328758 = -137942637.565060
  nChanged 2969
Iteration 424Q (119735.160000 sec): 74 clusters
  Score: Raw -138110437.486009 + Penalty 167577.328758 = -137942860.157250
  nChanged 2757
Iteration 425Q (119814.570000 sec): 74 clusters
  Score: Raw -138110633.842141 + Penalty 167577.328758 = -137943056.513383
  nChanged 2658
Iteration 426Q (119897.310000 sec): 74 clusters
  Score: Raw -138110824.411428 + Penalty 167577.328758 = -137943247.082670
  nChanged 2551
Iteration 427Q (119975.280000 sec): 74 clusters
  Score: Raw -138110994.802203 + Penalty 167577.328758 = -137943417.473445
  nChanged 2415
Iteration 428Q (120055.460000 sec): 74 clusters
  Score: Raw -138111151.024274 + Penalty 167577.328758 = -137943573.695516
  nChanged 2324
Iteration 429Q (120139.800000 sec): 74 clusters
  Score: Raw -138111299.533994 + Penalty 167577.328758 = -137943722.205235
  nChanged 2224
Iteration 430Q (120222.580000 sec): 74 clusters
  Score: Raw -138111439.734005 + Penalty 167577.328758 = -137943862.405247
  nChanged 2123
Iteration 431Q (120302.850000 sec): 74 clusters
  Score: Raw -138111571.791570 + Penalty 167577.328758 = -137943994.462812
  nChanged 2062
Iteration 432Q (120386.130000 sec): 74 clusters
  Score: Raw -138111695.366767 + Penalty 167577.328758 = -137944118.038009
  nChanged 1968
Iteration 433Q (120472.020000 sec): 74 clusters
  Score: Raw -138111808.523072 + Penalty 167577.328758 = -137944231.194314
  nChanged 1857
Iteration 434Q (120557.350000 sec): 74 clusters
  Score: Raw -138111917.878124 + Penalty 167577.328758 = -137944340.549365
  nChanged 1865
Iteration 435Q (120638.820000 sec): 74 clusters
  Score: Raw -138112026.225672 + Penalty 167577.328758 = -137944448.896914
  nChanged 1862
Iteration 436Q (120718.070000 sec): 74 clusters
  Score: Raw -138112134.687567 + Penalty 167577.328758 = -137944557.358808
  nChanged 1866
Iteration 437Q (120788.520000 sec): 74 clusters
  Score: Raw -138112239.277203 + Penalty 167577.328758 = -137944661.948445
  nChanged 1818
Iteration 438Q (120863.280000 sec): 74 clusters
  Score: Raw -138112340.379998 + Penalty 167577.328758 = -137944763.051239
  nChanged 1890
Iteration 439Q (120940.290000 sec): 74 clusters
  Score: Raw -138112445.686255 + Penalty 167577.328758 = -137944868.357496
  nChanged 1783
Iteration 440F (121096.100000 sec): 74 clusters
  Score: Raw -138112542.410470 + Penalty 167577.328758 = -137944965.081712
  nChanged 1710
Iteration 441Q (121171.490000 sec): 74 clusters
  Score: Raw -138112630.813348 + Penalty 167577.328758 = -137945053.484590
  nChanged 1608
Iteration 442Q (121257.080000 sec): 74 clusters
  Score: Raw -138112714.165529 + Penalty 167577.328758 = -137945136.836771
  nChanged 1611
Iteration 443Q (121341.940000 sec): 74 clusters
  Score: Raw -138112795.071508 + Penalty 167577.328758 = -137945217.742750
  nChanged 1523
Iteration 444Q (121425.420000 sec): 74 clusters
  Score: Raw -138112869.025707 + Penalty 167577.328758 = -137945291.696949
  nChanged 1479
Iteration 445Q (121508.540000 sec): 74 clusters
  Score: Raw -138112944.647139 + Penalty 167577.328758 = -137945367.318381
  nChanged 1453
Iteration 446Q (121594.500000 sec): 74 clusters
  Score: Raw -138113017.268722 + Penalty 167577.328758 = -137945439.939964
  nChanged 1394
Iteration 447Q (121679.940000 sec): 74 clusters
  Score: Raw -138113089.493720 + Penalty 167577.328758 = -137945512.164961
  nChanged 1385
Iteration 448Q (121764.970000 sec): 74 clusters
  Score: Raw -138113162.301752 + Penalty 167577.328758 = -137945584.972993
  nChanged 1386
Iteration 449Q (121851.600000 sec): 74 clusters
  Score: Raw -138113233.881307 + Penalty 167577.328758 = -137945656.552549
  nChanged 1302
Iteration 450Q (121934.770000 sec): 74 clusters
  Score: Raw -138113300.930648 + Penalty 167577.328758 = -137945723.601889
  nChanged 1277
Iteration 451Q (122024.920000 sec): 74 clusters
  Score: Raw -138113368.101117 + Penalty 167577.328758 = -137945790.772358
  nChanged 1221
Iteration 452Q (122122.280000 sec): 74 clusters
  Score: Raw -138113427.504462 + Penalty 167577.328758 = -137945850.175704
  nChanged 1202
Iteration 453Q (122218.120000 sec): 74 clusters
  Score: Raw -138113483.950578 + Penalty 167577.328758 = -137945906.621819
  nChanged 1126
Iteration 454Q (122317.510000 sec): 74 clusters
  Score: Raw -138113534.624892 + Penalty 167577.328758 = -137945957.296133
  nChanged 1081
Iteration 455Q (122421.890000 sec): 74 clusters
  Score: Raw -138113582.241946 + Penalty 167577.328758 = -137946004.913188
  nChanged 962
Iteration 456Q (122506.740000 sec): 74 clusters
  Score: Raw -138113622.417259 + Penalty 167577.328758 = -137946045.088501
  nChanged 852
Iteration 457Q (122594.800000 sec): 74 clusters
  Score: Raw -138113655.236243 + Penalty 167577.328758 = -137946077.907484
  nChanged 836
Iteration 458Q (122691.160000 sec): 74 clusters
  Score: Raw -138113689.892796 + Penalty 167577.328758 = -137946112.564037
  nChanged 808
Writing temp clu file 
Because OldScore, -137946077.907484, is greater than current (better) Score,-137946112.564037 
 Compute initial score before splitting:   Score: Raw -138113689.892796 + Penalty 167577.328758 = -137946112.564037
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122691.600000 sec): 2 clusters
  Score: Raw -113065.950824 + Penalty 1147.327409 = -111918.623415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122691.820000 sec): 3 clusters
  Score: Raw -112684.052898 + Penalty 2294.654819 = -110389.398079
  nChanged 388
		SP:Iteration 1F (122692.020000 sec): 3 clusters
  Score: Raw -113029.319234 + Penalty 2294.654819 = -110734.664415
  nChanged 91
		SP:Iteration 2F (122692.210000 sec): 3 clusters
  Score: Raw -113115.952506 + Penalty 2294.654819 = -110821.297687
  nChanged 51
		SP:Iteration 3Q (122692.460000 sec): 3 clusters
  Score: Raw -113166.299177 + Penalty 2294.654819 = -110871.644358
  nChanged 36
		SP:Iteration 4Q (122692.610000 sec): 3 clusters
  Score: Raw -113200.032068 + Penalty 2294.654819 = -110905.377249
  nChanged 27
		SP:Iteration 5Q (122692.770000 sec): 3 clusters
  Score: Raw -113222.907063 + Penalty 2294.654819 = -110928.252244
  nChanged 17
		SP:Iteration 6Q (122692.950000 sec): 3 clusters
  Score: Raw -113240.160308 + Penalty 2294.654819 = -110945.505489
  nChanged 15
		SP:Iteration 7Q (122693.180000 sec): 3 clusters
  Score: Raw -113252.018846 + Penalty 2294.654819 = -110957.364027
  nChanged 14
		SP:Iteration 8Q (122693.370000 sec): 3 clusters
  Score: Raw -113265.143729 + Penalty 2294.654819 = -110970.488910
  nChanged 11
		SP:Iteration 9Q (122693.600000 sec): 3 clusters
  Score: Raw -113276.761854 + Penalty 2294.654819 = -110982.107035
  nChanged 11
		SP:Iteration 10Q (122693.800000 sec): 3 clusters
  Score: Raw -113287.159463 + Penalty 2294.654819 = -110992.504644
  nChanged 15
		SP:Iteration 11Q (122693.950000 sec): 3 clusters
  Score: Raw -113299.055004 + Penalty 2294.654819 = -111004.400185
  nChanged 14
		SP:Iteration 12Q (122694.180000 sec): 3 clusters
  Score: Raw -113312.293988 + Penalty 2294.654819 = -111017.639169
  nChanged 13
		SP:Iteration 13Q (122694.390000 sec): 3 clusters
  Score: Raw -113322.913785 + Penalty 2294.654819 = -111028.258966
  nChanged 16
		SP:Iteration 14Q (122694.540000 sec): 3 clusters
  Score: Raw -113337.702205 + Penalty 2294.654819 = -111043.047386
  nChanged 9
		SP:Iteration 15Q (122694.740000 sec): 3 clusters
  Score: Raw -113344.722349 + Penalty 2294.654819 = -111050.067530
  nChanged 9
		SP:Iteration 16Q (122694.950000 sec): 3 clusters
  Score: Raw -113355.199281 + Penalty 2294.654819 = -111060.544462
  nChanged 9
		SP:Iteration 17Q (122695.130000 sec): 3 clusters
  Score: Raw -113369.971335 + Penalty 2294.654819 = -111075.316516
  nChanged 11
		SP:Iteration 18Q (122695.340000 sec): 3 clusters
  Score: Raw -113391.862936 + Penalty 2294.654819 = -111097.208117
  nChanged 15
		SP:Iteration 19Q (122695.530000 sec): 3 clusters
  Score: Raw -113408.308086 + Penalty 2294.654819 = -111113.653267
  nChanged 16
		SP:Iteration 20F (122695.710000 sec): 3 clusters
  Score: Raw -113427.766691 + Penalty 2294.654819 = -111133.111872
  nChanged 6
		SP:Iteration 21Q (122695.910000 sec): 3 clusters
  Score: Raw -113433.180940 + Penalty 2294.654819 = -111138.526121
  nChanged 7
		SP:Iteration 22Q (122696.110000 sec): 3 clusters
  Score: Raw -113438.200065 + Penalty 2294.654819 = -111143.545246
  nChanged 5
		SP:Iteration 23Q (122696.320000 sec): 3 clusters
  Score: Raw -113444.463555 + Penalty 2294.654819 = -111149.808736
  nChanged 3
		SP:Iteration 24Q (122696.500000 sec): 3 clusters
  Score: Raw -113445.835892 + Penalty 2294.654819 = -111151.181073
  nChanged 1
		SP:Iteration 25Q (122696.680000 sec): 3 clusters
  Score: Raw -113446.177350 + Penalty 2294.654819 = -111151.522531
  nChanged 0
		SP:Iteration 26F (122696.870000 sec): 3 clusters
  Score: Raw -113446.177350 + Penalty 2294.654819 = -111151.522531
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122696.970000 sec): 2 clusters
  Score: Raw -195853.573280 + Penalty 1234.332112 = -194619.241169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122697.140000 sec): 3 clusters
  Score: Raw -195033.856453 + Penalty 2468.664223 = -192565.192230
  nChanged 700
		SP:Iteration 1F (122697.380000 sec): 3 clusters
  Score: Raw -195505.083116 + Penalty 2468.664223 = -193036.418893
  nChanged 147
		SP:Iteration 2F (122697.590000 sec): 3 clusters
  Score: Raw -195616.049370 + Penalty 2468.664223 = -193147.385146
  nChanged 98
		SP:Iteration 3Q (122697.780000 sec): 3 clusters
  Score: Raw -195696.709842 + Penalty 2468.664223 = -193228.045619
  nChanged 70
		SP:Iteration 4Q (122697.990000 sec): 3 clusters
  Score: Raw -195772.843759 + Penalty 2468.664223 = -193304.179536
  nChanged 75
		SP:Iteration 5Q (122698.170000 sec): 3 clusters
  Score: Raw -195839.762320 + Penalty 2468.664223 = -193371.098097
  nChanged 74
		SP:Iteration 6Q (122698.380000 sec): 3 clusters
  Score: Raw -195903.118981 + Penalty 2468.664223 = -193434.454758
  nChanged 58
		SP:Iteration 7Q (122698.550000 sec): 3 clusters
  Score: Raw -195948.737899 + Penalty 2468.664223 = -193480.073676
  nChanged 50
		SP:Iteration 8Q (122698.750000 sec): 3 clusters
  Score: Raw -195982.554606 + Penalty 2468.664223 = -193513.890382
  nChanged 42
		SP:Iteration 9Q (122698.940000 sec): 3 clusters
  Score: Raw -196016.538982 + Penalty 2468.664223 = -193547.874759
  nChanged 43
		SP:Iteration 10Q (122699.190000 sec): 3 clusters
  Score: Raw -196054.606548 + Penalty 2468.664223 = -193585.942324
  nChanged 48
		SP:Iteration 11Q (122699.420000 sec): 3 clusters
  Score: Raw -196102.000021 + Penalty 2468.664223 = -193633.335797
  nChanged 50
		SP:Iteration 12Q (122699.580000 sec): 3 clusters
  Score: Raw -196148.902101 + Penalty 2468.664223 = -193680.237878
  nChanged 38
		SP:Iteration 13Q (122699.700000 sec): 3 clusters
  Score: Raw -196191.371155 + Penalty 2468.664223 = -193722.706931
  nChanged 43
		SP:Iteration 14Q (122699.900000 sec): 3 clusters
  Score: Raw -196225.514032 + Penalty 2468.664223 = -193756.849809
  nChanged 28
		SP:Iteration 15Q (122700.110000 sec): 3 clusters
  Score: Raw -196252.648081 + Penalty 2468.664223 = -193783.983858
  nChanged 32
		SP:Iteration 16Q (122700.280000 sec): 3 clusters
  Score: Raw -196284.084599 + Penalty 2468.664223 = -193815.420375
  nChanged 25
		SP:Iteration 17Q (122700.500000 sec): 3 clusters
  Score: Raw -196303.750714 + Penalty 2468.664223 = -193835.086490
  nChanged 17
		SP:Iteration 18Q (122700.720000 sec): 3 clusters
  Score: Raw -196318.834636 + Penalty 2468.664223 = -193850.170413
  nChanged 11
		SP:Iteration 19Q (122700.870000 sec): 3 clusters
  Score: Raw -196332.064123 + Penalty 2468.664223 = -193863.399899
  nChanged 12
		SP:Iteration 20F (122700.980000 sec): 3 clusters
  Score: Raw -196341.812865 + Penalty 2468.664223 = -193873.148642
  nChanged 7
		SP:Iteration 21Q (122701.150000 sec): 3 clusters
  Score: Raw -196349.168950 + Penalty 2468.664223 = -193880.504727
  nChanged 9
		SP:Iteration 22Q (122701.360000 sec): 3 clusters
  Score: Raw -196354.687911 + Penalty 2468.664223 = -193886.023688
  nChanged 4
		SP:Iteration 23Q (122701.560000 sec): 3 clusters
  Score: Raw -196356.756479 + Penalty 2468.664223 = -193888.092256
  nChanged 5
		SP:Iteration 24Q (122701.790000 sec): 3 clusters
  Score: Raw -196359.554735 + Penalty 2468.664223 = -193890.890511
  nChanged 2
		SP:Iteration 25Q (122701.980000 sec): 3 clusters
  Score: Raw -196360.771585 + Penalty 2468.664223 = -193892.107362
  nChanged 0
		SP:Iteration 26F (122702.160000 sec): 3 clusters
  Score: Raw -196360.771585 + Penalty 2468.664223 = -193892.107362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122702.280000 sec): 2 clusters
  Score: Raw -388501.155001 + Penalty 1351.160229 = -387149.994771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122702.500000 sec): 3 clusters
  Score: Raw -386513.803645 + Penalty 2702.320458 = -383811.483187
  nChanged 1635
		SP:Iteration 1F (122702.680000 sec): 3 clusters
  Score: Raw -387678.345877 + Penalty 2702.320458 = -384976.025418
  nChanged 415
		SP:Iteration 2F (122702.880000 sec): 3 clusters
  Score: Raw -388066.048159 + Penalty 2702.320458 = -385363.727700
  nChanged 310
		SP:Iteration 3F (122703.120000 sec): 3 clusters
  Score: Raw -388355.226552 + Penalty 2702.320458 = -385652.906094
  nChanged 254
		SP:Iteration 4F (122703.320000 sec): 3 clusters
  Score: Raw -388615.936341 + Penalty 2702.320458 = -385913.615883
  nChanged 208
		SP:Iteration 5F (122703.530000 sec): 3 clusters
  Score: Raw -388828.926621 + Penalty 2702.320458 = -386126.606163
  nChanged 166
		SP:Iteration 6Q (122703.750000 sec): 3 clusters
  Score: Raw -389013.290075 + Penalty 2702.320458 = -386310.969617
  nChanged 123
		SP:Iteration 7Q (122704.000000 sec): 3 clusters
  Score: Raw -389138.140688 + Penalty 2702.320458 = -386435.820230
  nChanged 102
		SP:Iteration 8Q (122704.200000 sec): 3 clusters
  Score: Raw -389227.475268 + Penalty 2702.320458 = -386525.154809
  nChanged 82
		SP:Iteration 9Q (122704.360000 sec): 3 clusters
  Score: Raw -389283.667895 + Penalty 2702.320458 = -386581.347436
  nChanged 56
		SP:Iteration 10Q (122704.570000 sec): 3 clusters
  Score: Raw -389310.620379 + Penalty 2702.320458 = -386608.299921
  nChanged 25
		SP:Iteration 11Q (122704.800000 sec): 3 clusters
  Score: Raw -389322.503812 + Penalty 2702.320458 = -386620.183353
  nChanged 18
		SP:Iteration 12Q (122705.010000 sec): 3 clusters
  Score: Raw -389330.984138 + Penalty 2702.320458 = -386628.663679
  nChanged 12
		SP:Iteration 13Q (122705.230000 sec): 3 clusters
  Score: Raw -389334.690919 + Penalty 2702.320458 = -386632.370461
  nChanged 5
		SP:Iteration 14Q (122705.400000 sec): 3 clusters
  Score: Raw -389335.717887 + Penalty 2702.320458 = -386633.397428
  nChanged 3
		SP:Iteration 15Q (122705.670000 sec): 3 clusters
  Score: Raw -389337.186972 + Penalty 2702.320458 = -386634.866513
  nChanged 2
		SP:Iteration 16Q (122705.850000 sec): 3 clusters
  Score: Raw -389338.204327 + Penalty 2702.320458 = -386635.883869
  nChanged 4
		SP:Iteration 17Q (122706.040000 sec): 3 clusters
  Score: Raw -389340.419677 + Penalty 2702.320458 = -386638.099219
  nChanged 2
		SP:Iteration 18Q (122706.230000 sec): 3 clusters
  Score: Raw -389340.891059 + Penalty 2702.320458 = -386638.570601
  nChanged 1
		SP:Iteration 19Q (122706.420000 sec): 3 clusters
  Score: Raw -389341.531382 + Penalty 2702.320458 = -386639.210924
  nChanged 2
		SP:Iteration 20F (122706.640000 sec): 3 clusters
  Score: Raw -389341.747556 + Penalty 2702.320458 = -386639.427098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122706.730000 sec): 2 clusters
  Score: Raw -879968.270593 + Penalty 1475.741109 = -878492.529483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122706.960000 sec): 3 clusters
  Score: Raw -875020.472228 + Penalty 2951.482219 = -872068.990010
  nChanged 3762
		SP:Iteration 1F (122707.160000 sec): 3 clusters
  Score: Raw -877074.918501 + Penalty 2951.482219 = -874123.436282
  nChanged 605
		SP:Iteration 2F (122707.370000 sec): 3 clusters
  Score: Raw -877391.623126 + Penalty 2951.482219 = -874440.140908
  nChanged 537
		SP:Iteration 3F (122707.580000 sec): 3 clusters
  Score: Raw -877689.360700 + Penalty 2951.482219 = -874737.878481
  nChanged 478
		SP:Iteration 4F (122707.770000 sec): 3 clusters
  Score: Raw -877966.916053 + Penalty 2951.482219 = -875015.433835
  nChanged 476
		SP:Iteration 5F (122707.980000 sec): 3 clusters
  Score: Raw -878247.908743 + Penalty 2951.482219 = -875296.426525
  nChanged 416
		SP:Iteration 6Q (122708.260000 sec): 3 clusters
  Score: Raw -878491.062931 + Penalty 2951.482219 = -875539.580712
  nChanged 394
		SP:Iteration 7Q (122708.440000 sec): 3 clusters
  Score: Raw -878746.963435 + Penalty 2951.482219 = -875795.481216
  nChanged 372
		SP:Iteration 8Q (122708.690000 sec): 3 clusters
  Score: Raw -879004.244809 + Penalty 2951.482219 = -876052.762590
  nChanged 345
		SP:Iteration 9Q (122708.950000 sec): 3 clusters
  Score: Raw -879253.263218 + Penalty 2951.482219 = -876301.781000
  nChanged 303
		SP:Iteration 10Q (122709.180000 sec): 3 clusters
  Score: Raw -879451.559683 + Penalty 2951.482219 = -876500.077465
  nChanged 255
		SP:Iteration 11Q (122709.340000 sec): 3 clusters
  Score: Raw -879621.224047 + Penalty 2951.482219 = -876669.741829
  nChanged 227
		SP:Iteration 12Q (122709.580000 sec): 3 clusters
  Score: Raw -879768.976302 + Penalty 2951.482219 = -876817.494084
  nChanged 177
		SP:Iteration 13Q (122709.780000 sec): 3 clusters
  Score: Raw -879887.051919 + Penalty 2951.482219 = -876935.569700
  nChanged 140
		SP:Iteration 14Q (122709.990000 sec): 3 clusters
  Score: Raw -879975.424766 + Penalty 2951.482219 = -877023.942547
  nChanged 122
		SP:Iteration 15Q (122710.260000 sec): 3 clusters
  Score: Raw -880062.477300 + Penalty 2951.482219 = -877110.995082
  nChanged 103
		SP:Iteration 16Q (122710.480000 sec): 3 clusters
  Score: Raw -880150.848094 + Penalty 2951.482219 = -877199.365875
  nChanged 96
		SP:Iteration 17Q (122710.690000 sec): 3 clusters
  Score: Raw -880221.010541 + Penalty 2951.482219 = -877269.528322
  nChanged 73
		SP:Iteration 18Q (122710.900000 sec): 3 clusters
  Score: Raw -880265.285298 + Penalty 2951.482219 = -877313.803080
  nChanged 53
		SP:Iteration 19Q (122711.160000 sec): 3 clusters
  Score: Raw -880298.456262 + Penalty 2951.482219 = -877346.974044
  nChanged 46
		SP:Iteration 20F (122711.430000 sec): 3 clusters
  Score: Raw -880318.026975 + Penalty 2951.482219 = -877366.544757
  nChanged 28
		SP:Iteration 21Q (122711.640000 sec): 3 clusters
  Score: Raw -880329.124757 + Penalty 2951.482219 = -877377.642538
  nChanged 33
		SP:Iteration 22Q (122711.900000 sec): 3 clusters
  Score: Raw -880345.412452 + Penalty 2951.482219 = -877393.930233
  nChanged 24
		SP:Iteration 23Q (122712.110000 sec): 3 clusters
  Score: Raw -880354.262433 + Penalty 2951.482219 = -877402.780214
  nChanged 20
		SP:Iteration 24Q (122712.360000 sec): 3 clusters
  Score: Raw -880360.370748 + Penalty 2951.482219 = -877408.888530
  nChanged 15
		SP:Iteration 25Q (122712.580000 sec): 3 clusters
  Score: Raw -880365.108610 + Penalty 2951.482219 = -877413.626391
  nChanged 18
		SP:Iteration 26Q (122712.820000 sec): 3 clusters
  Score: Raw -880371.779261 + Penalty 2951.482219 = -877420.297042
  nChanged 16
		SP:Iteration 27Q (122712.990000 sec): 3 clusters
  Score: Raw -880377.852076 + Penalty 2951.482219 = -877426.369857
  nChanged 15
		SP:Iteration 28Q (122713.190000 sec): 3 clusters
  Score: Raw -880383.514774 + Penalty 2951.482219 = -877432.032556
  nChanged 11
		SP:Iteration 29Q (122713.420000 sec): 3 clusters
  Score: Raw -880388.178935 + Penalty 2951.482219 = -877436.696716
  nChanged 13
		SP:Iteration 30Q (122713.640000 sec): 3 clusters
  Score: Raw -880393.040669 + Penalty 2951.482219 = -877441.558450
  nChanged 12
		SP:Iteration 31Q (122713.860000 sec): 3 clusters
  Score: Raw -880397.936204 + Penalty 2951.482219 = -877446.453986
  nChanged 14
		SP:Iteration 32Q (122714.080000 sec): 3 clusters
  Score: Raw -880404.545845 + Penalty 2951.482219 = -877453.063627
  nChanged 13
		SP:Iteration 33Q (122714.300000 sec): 3 clusters
  Score: Raw -880410.106954 + Penalty 2951.482219 = -877458.624735
  nChanged 6
		SP:Iteration 34Q (122714.540000 sec): 3 clusters
  Score: Raw -880412.530133 + Penalty 2951.482219 = -877461.047914
  nChanged 6
		SP:Iteration 35Q (122714.780000 sec): 3 clusters
  Score: Raw -880416.296247 + Penalty 2951.482219 = -877464.814028
  nChanged 13
		SP:Iteration 36Q (122715.020000 sec): 3 clusters
  Score: Raw -880420.923321 + Penalty 2951.482219 = -877469.441102
  nChanged 11
		SP:Iteration 37Q (122715.260000 sec): 3 clusters
  Score: Raw -880424.928930 + Penalty 2951.482219 = -877473.446711
  nChanged 14
		SP:Iteration 38Q (122715.520000 sec): 3 clusters
  Score: Raw -880433.031360 + Penalty 2951.482219 = -877481.549141
  nChanged 14
		SP:Iteration 39Q (122715.760000 sec): 3 clusters
  Score: Raw -880438.654929 + Penalty 2951.482219 = -877487.172710
  nChanged 11
		SP:Iteration 40F (122715.980000 sec): 3 clusters
  Score: Raw -880444.314899 + Penalty 2951.482219 = -877492.832681
  nChanged 11
		SP:Iteration 41Q (122716.180000 sec): 3 clusters
  Score: Raw -880451.337024 + Penalty 2951.482219 = -877499.854806
  nChanged 18
		SP:Iteration 42Q (122716.400000 sec): 3 clusters
  Score: Raw -880463.773373 + Penalty 2951.482219 = -877512.291154
  nChanged 21
		SP:Iteration 43Q (122716.630000 sec): 3 clusters
  Score: Raw -880483.168265 + Penalty 2951.482219 = -877531.686047
  nChanged 25
		SP:Iteration 44Q (122716.830000 sec): 3 clusters
  Score: Raw -880517.895640 + Penalty 2951.482219 = -877566.413421
  nChanged 33
		SP:Iteration 45Q (122717.090000 sec): 3 clusters
  Score: Raw -880552.984138 + Penalty 2951.482219 = -877601.501919
  nChanged 21
		SP:Iteration 46Q (122717.310000 sec): 3 clusters
  Score: Raw -880566.496878 + Penalty 2951.482219 = -877615.014659
  nChanged 12
		SP:Iteration 47Q (122717.530000 sec): 3 clusters
  Score: Raw -880572.218287 + Penalty 2951.482219 = -877620.736068
  nChanged 7
		SP:Iteration 48Q (122717.760000 sec): 3 clusters
  Score: Raw -880575.173607 + Penalty 2951.482219 = -877623.691388
  nChanged 6
		SP:Iteration 49Q (122717.990000 sec): 3 clusters
  Score: Raw -880577.234585 + Penalty 2951.482219 = -877625.752366
  nChanged 6
		SP:Iteration 50Q (122718.210000 sec): 3 clusters
  Score: Raw -880580.438149 + Penalty 2951.482219 = -877628.955930
  nChanged 6
		SP:Iteration 51Q (122718.420000 sec): 3 clusters
  Score: Raw -880582.940111 + Penalty 2951.482219 = -877631.457892
  nChanged 3
		SP:Iteration 52Q (122718.600000 sec): 3 clusters
  Score: Raw -880584.335380 + Penalty 2951.482219 = -877632.853161
  nChanged 0
		SP:Iteration 53F (122718.820000 sec): 3 clusters
  Score: Raw -880584.335380 + Penalty 2951.482219 = -877632.853161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122718.950000 sec): 2 clusters
  Score: Raw -514410.672335 + Penalty 1385.370960 = -513025.301375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122719.110000 sec): 3 clusters
  Score: Raw -511769.877812 + Penalty 2770.741920 = -508999.135892
  nChanged 2057
		SP:Iteration 1F (122719.310000 sec): 3 clusters
  Score: Raw -512929.449001 + Penalty 2770.741920 = -510158.707081
  nChanged 406
		SP:Iteration 2F (122719.530000 sec): 3 clusters
  Score: Raw -513122.703315 + Penalty 2770.741920 = -510351.961395
  nChanged 258
		SP:Iteration 3F (122719.740000 sec): 3 clusters
  Score: Raw -513221.743002 + Penalty 2770.741920 = -510451.001082
  nChanged 176
		SP:Iteration 4Q (122719.950000 sec): 3 clusters
  Score: Raw -513286.606974 + Penalty 2770.741920 = -510515.865053
  nChanged 136
		SP:Iteration 5Q (122720.180000 sec): 3 clusters
  Score: Raw -513341.669642 + Penalty 2770.741920 = -510570.927722
  nChanged 125
		SP:Iteration 6Q (122720.420000 sec): 3 clusters
  Score: Raw -513389.641552 + Penalty 2770.741920 = -510618.899632
  nChanged 109
		SP:Iteration 7Q (122720.650000 sec): 3 clusters
  Score: Raw -513429.183190 + Penalty 2770.741920 = -510658.441269
  nChanged 87
		SP:Iteration 8Q (122720.850000 sec): 3 clusters
  Score: Raw -513454.438808 + Penalty 2770.741920 = -510683.696888
  nChanged 67
		SP:Iteration 9Q (122721.050000 sec): 3 clusters
  Score: Raw -513473.514664 + Penalty 2770.741920 = -510702.772744
  nChanged 58
		SP:Iteration 10Q (122721.270000 sec): 3 clusters
  Score: Raw -513489.882239 + Penalty 2770.741920 = -510719.140319
  nChanged 61
		SP:Iteration 11Q (122721.470000 sec): 3 clusters
  Score: Raw -513513.181119 + Penalty 2770.741920 = -510742.439199
  nChanged 75
		SP:Iteration 12Q (122721.690000 sec): 3 clusters
  Score: Raw -513538.844754 + Penalty 2770.741920 = -510768.102834
  nChanged 78
		SP:Iteration 13Q (122721.910000 sec): 3 clusters
  Score: Raw -513567.929805 + Penalty 2770.741920 = -510797.187885
  nChanged 85
		SP:Iteration 14Q (122722.170000 sec): 3 clusters
  Score: Raw -513597.216916 + Penalty 2770.741920 = -510826.474996
  nChanged 75
		SP:Iteration 15Q (122722.360000 sec): 3 clusters
  Score: Raw -513623.955236 + Penalty 2770.741920 = -510853.213316
  nChanged 73
		SP:Iteration 16Q (122722.610000 sec): 3 clusters
  Score: Raw -513651.120629 + Penalty 2770.741920 = -510880.378709
  nChanged 69
		SP:Iteration 17Q (122722.780000 sec): 3 clusters
  Score: Raw -513677.747349 + Penalty 2770.741920 = -510907.005429
  nChanged 71
		SP:Iteration 18Q (122723.020000 sec): 3 clusters
  Score: Raw -513706.093125 + Penalty 2770.741920 = -510935.351205
  nChanged 65
		SP:Iteration 19Q (122723.240000 sec): 3 clusters
  Score: Raw -513728.605520 + Penalty 2770.741920 = -510957.863600
  nChanged 70
		SP:Iteration 20F (122723.410000 sec): 3 clusters
  Score: Raw -513756.656290 + Penalty 2770.741920 = -510985.914370
  nChanged 72
		SP:Iteration 21Q (122723.620000 sec): 3 clusters
  Score: Raw -513787.302217 + Penalty 2770.741920 = -511016.560297
  nChanged 78
		SP:Iteration 22Q (122723.830000 sec): 3 clusters
  Score: Raw -513815.364876 + Penalty 2770.741920 = -511044.622956
  nChanged 65
		SP:Iteration 23Q (122724.060000 sec): 3 clusters
  Score: Raw -513839.065959 + Penalty 2770.741920 = -511068.324039
  nChanged 72
		SP:Iteration 24Q (122724.260000 sec): 3 clusters
  Score: Raw -513868.778259 + Penalty 2770.741920 = -511098.036339
  nChanged 82
		SP:Iteration 25Q (122724.440000 sec): 3 clusters
  Score: Raw -513912.646064 + Penalty 2770.741920 = -511141.904144
  nChanged 92
		SP:Iteration 26Q (122724.680000 sec): 3 clusters
  Score: Raw -513963.864911 + Penalty 2770.741920 = -511193.122991
  nChanged 114
		SP:Iteration 27Q (122724.890000 sec): 3 clusters
  Score: Raw -514047.219719 + Penalty 2770.741920 = -511276.477798
  nChanged 126
		SP:Iteration 28Q (122725.060000 sec): 3 clusters
  Score: Raw -514144.003760 + Penalty 2770.741920 = -511373.261840
  nChanged 116
		SP:Iteration 29Q (122725.280000 sec): 3 clusters
  Score: Raw -514231.463779 + Penalty 2770.741920 = -511460.721859
  nChanged 105
		SP:Iteration 30Q (122725.480000 sec): 3 clusters
  Score: Raw -514301.924096 + Penalty 2770.741920 = -511531.182176
  nChanged 88
		SP:Iteration 31Q (122725.670000 sec): 3 clusters
  Score: Raw -514362.685110 + Penalty 2770.741920 = -511591.943190
  nChanged 74
		SP:Iteration 32Q (122725.920000 sec): 3 clusters
  Score: Raw -514419.064567 + Penalty 2770.741920 = -511648.322647
  nChanged 60
		SP:Iteration 33Q (122726.110000 sec): 3 clusters
  Score: Raw -514459.185201 + Penalty 2770.741920 = -511688.443281
  nChanged 58
		SP:Iteration 34Q (122726.300000 sec): 3 clusters
  Score: Raw -514502.410840 + Penalty 2770.741920 = -511731.668920
  nChanged 58
		SP:Iteration 35Q (122726.540000 sec): 3 clusters
  Score: Raw -514543.048471 + Penalty 2770.741920 = -511772.306551
  nChanged 38
		SP:Iteration 36Q (122726.720000 sec): 3 clusters
  Score: Raw -514567.036769 + Penalty 2770.741920 = -511796.294849
  nChanged 40
		SP:Iteration 37Q (122726.910000 sec): 3 clusters
  Score: Raw -514588.159333 + Penalty 2770.741920 = -511817.417413
  nChanged 29
		SP:Iteration 38Q (122727.150000 sec): 3 clusters
  Score: Raw -514607.635951 + Penalty 2770.741920 = -511836.894031
  nChanged 31
		SP:Iteration 39Q (122727.330000 sec): 3 clusters
  Score: Raw -514626.428958 + Penalty 2770.741920 = -511855.687038
  nChanged 29
		SP:Iteration 40F (122727.530000 sec): 3 clusters
  Score: Raw -514651.201911 + Penalty 2770.741920 = -511880.459991
  nChanged 25
		SP:Iteration 41Q (122727.730000 sec): 3 clusters
  Score: Raw -514665.871201 + Penalty 2770.741920 = -511895.129281
  nChanged 12
		SP:Iteration 42Q (122727.930000 sec): 3 clusters
  Score: Raw -514672.434035 + Penalty 2770.741920 = -511901.692115
  nChanged 21
		SP:Iteration 43Q (122728.110000 sec): 3 clusters
  Score: Raw -514681.730690 + Penalty 2770.741920 = -511910.988770
  nChanged 9
		SP:Iteration 44Q (122728.280000 sec): 3 clusters
  Score: Raw -514686.054371 + Penalty 2770.741920 = -511915.312451
  nChanged 4
		SP:Iteration 45Q (122728.480000 sec): 3 clusters
  Score: Raw -514687.653433 + Penalty 2770.741920 = -511916.911513
  nChanged 4
		SP:Iteration 46Q (122728.680000 sec): 3 clusters
  Score: Raw -514690.032286 + Penalty 2770.741920 = -511919.290365
  nChanged 2
		SP:Iteration 47Q (122728.890000 sec): 3 clusters
  Score: Raw -514691.445131 + Penalty 2770.741920 = -511920.703211
  nChanged 3
		SP:Iteration 48Q (122729.130000 sec): 3 clusters
  Score: Raw -514692.450048 + Penalty 2770.741920 = -511921.708128
  nChanged 2
		SP:Iteration 49Q (122729.360000 sec): 3 clusters
  Score: Raw -514693.258283 + Penalty 2770.741920 = -511922.516363
  nChanged 3
		SP:Iteration 50Q (122729.570000 sec): 3 clusters
  Score: Raw -514693.818600 + Penalty 2770.741920 = -511923.076680
  nChanged 1
		SP:Iteration 51Q (122729.770000 sec): 3 clusters
  Score: Raw -514693.993049 + Penalty 2770.741920 = -511923.251129
  nChanged 0
		SP:Iteration 52F (122729.970000 sec): 3 clusters
  Score: Raw -514693.993049 + Penalty 2770.741920 = -511923.251129
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122730.090000 sec): 2 clusters
  Score: Raw -271017.178060 + Penalty 1284.214294 = -269732.963767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122730.320000 sec): 3 clusters
  Score: Raw -269795.018355 + Penalty 2568.428587 = -267226.589768
  nChanged 1008
		SP:Iteration 1F (122730.480000 sec): 3 clusters
  Score: Raw -270411.528682 + Penalty 2568.428587 = -267843.100095
  nChanged 250
		SP:Iteration 2F (122730.650000 sec): 3 clusters
  Score: Raw -270730.835674 + Penalty 2568.428587 = -268162.407087
  nChanged 269
		SP:Iteration 3F (122730.860000 sec): 3 clusters
  Score: Raw -271174.824930 + Penalty 2568.428587 = -268606.396343
  nChanged 289
		SP:Iteration 4F (122731.040000 sec): 3 clusters
  Score: Raw -271619.132766 + Penalty 2568.428587 = -269050.704179
  nChanged 203
		SP:Iteration 5F (122731.210000 sec): 3 clusters
  Score: Raw -271846.749324 + Penalty 2568.428587 = -269278.320737
  nChanged 131
		SP:Iteration 6Q (122731.450000 sec): 3 clusters
  Score: Raw -271987.115419 + Penalty 2568.428587 = -269418.686832
  nChanged 87
		SP:Iteration 7Q (122731.620000 sec): 3 clusters
  Score: Raw -272068.419405 + Penalty 2568.428587 = -269499.990818
  nChanged 57
		SP:Iteration 8Q (122731.820000 sec): 3 clusters
  Score: Raw -272116.745625 + Penalty 2568.428587 = -269548.317037
  nChanged 33
		SP:Iteration 9Q (122732.010000 sec): 3 clusters
  Score: Raw -272136.848148 + Penalty 2568.428587 = -269568.419561
  nChanged 17
		SP:Iteration 10Q (122732.230000 sec): 3 clusters
  Score: Raw -272145.046159 + Penalty 2568.428587 = -269576.617571
  nChanged 14
		SP:Iteration 11Q (122732.430000 sec): 3 clusters
  Score: Raw -272150.787535 + Penalty 2568.428587 = -269582.358948
  nChanged 10
		SP:Iteration 12Q (122732.600000 sec): 3 clusters
  Score: Raw -272154.413604 + Penalty 2568.428587 = -269585.985017
  nChanged 8
		SP:Iteration 13Q (122732.820000 sec): 3 clusters
  Score: Raw -272157.854362 + Penalty 2568.428587 = -269589.425775
  nChanged 6
		SP:Iteration 14Q (122733.020000 sec): 3 clusters
  Score: Raw -272159.407901 + Penalty 2568.428587 = -269590.979314
  nChanged 5
		SP:Iteration 15Q (122733.220000 sec): 3 clusters
  Score: Raw -272161.024281 + Penalty 2568.428587 = -269592.595694
  nChanged 5
		SP:Iteration 16Q (122733.470000 sec): 3 clusters
  Score: Raw -272162.749699 + Penalty 2568.428587 = -269594.321112
  nChanged 3
		SP:Iteration 17Q (122733.690000 sec): 3 clusters
  Score: Raw -272163.577575 + Penalty 2568.428587 = -269595.148988
  nChanged 1
		SP:Iteration 18Q (122733.860000 sec): 3 clusters
  Score: Raw -272163.677854 + Penalty 2568.428587 = -269595.249266
  nChanged 0
		SP:Iteration 19F (122734.060000 sec): 3 clusters
  Score: Raw -272163.677854 + Penalty 2568.428587 = -269595.249266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122735.850000 sec): 2 clusters
  Score: Raw -42914849.068666 + Penalty 2100.109214 = -42912748.959452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122738.140000 sec): 3 clusters
  Score: Raw -42640028.059391 + Penalty 4200.218428 = -42635827.840963
  nChanged 200625
		SP:Iteration 1F (122740.630000 sec): 3 clusters
  Score: Raw -42761058.591320 + Penalty 4200.218428 = -42756858.372891
  nChanged 14932
		SP:Iteration 2Q (122742.690000 sec): 3 clusters
  Score: Raw -42765949.476055 + Penalty 4200.218428 = -42761749.257626
  nChanged 20676
		SP:Iteration 3F (122744.890000 sec): 3 clusters
  Score: Raw -42775560.925991 + Penalty 4200.218428 = -42771360.707563
  nChanged 28447
		SP:Iteration 4F (122746.690000 sec): 3 clusters
  Score: Raw -42793544.282124 + Penalty 4200.218428 = -42789344.063696
  nChanged 35303
		SP:Iteration 5F (122748.540000 sec): 3 clusters
  Score: Raw -42821898.767526 + Penalty 4200.218428 = -42817698.549098
  nChanged 36662
		SP:Iteration 6F (122750.520000 sec): 3 clusters
  Score: Raw -42855707.245296 + Penalty 4200.218428 = -42851507.026867
  nChanged 30013
		SP:Iteration 7F (122752.610000 sec): 3 clusters
  Score: Raw -42884744.732671 + Penalty 4200.218428 = -42880544.514242
  nChanged 18646
		SP:Iteration 8Q (122754.540000 sec): 3 clusters
  Score: Raw -42902362.509656 + Penalty 4200.218428 = -42898162.291228
  nChanged 9040
		SP:Iteration 9Q (122756.680000 sec): 3 clusters
  Score: Raw -42910509.152185 + Penalty 4200.218428 = -42906308.933756
  nChanged 3523
		SP:Iteration 10Q (122758.500000 sec): 3 clusters
  Score: Raw -42913553.055692 + Penalty 4200.218428 = -42909352.837263
  nChanged 1136
		SP:Iteration 11Q (122760.160000 sec): 3 clusters
  Score: Raw -42914514.017313 + Penalty 4200.218428 = -42910313.798884
  nChanged 342
		SP:Iteration 12Q (122761.810000 sec): 3 clusters
  Score: Raw -42914834.920839 + Penalty 4200.218428 = -42910634.702410
  nChanged 121
		SP:Iteration 13Q (122763.370000 sec): 3 clusters
  Score: Raw -42914958.401436 + Penalty 4200.218428 = -42910758.183008
  nChanged 58
		SP:Iteration 14Q (122764.880000 sec): 3 clusters
  Score: Raw -42915024.789557 + Penalty 4200.218428 = -42910824.571128
  nChanged 31
		SP:Iteration 15Q (122766.500000 sec): 3 clusters
  Score: Raw -42915060.443739 + Penalty 4200.218428 = -42910860.225311
  nChanged 18
		SP:Iteration 16Q (122768.050000 sec): 3 clusters
  Score: Raw -42915082.942533 + Penalty 4200.218428 = -42910882.724105
  nChanged 15
		SP:Iteration 17Q (122769.780000 sec): 3 clusters
  Score: Raw -42915103.088969 + Penalty 4200.218428 = -42910902.870541
  nChanged 10
		SP:Iteration 18Q (122771.540000 sec): 3 clusters
  Score: Raw -42915113.587929 + Penalty 4200.218428 = -42910913.369501
  nChanged 8
		SP:Iteration 19Q (122773.350000 sec): 3 clusters
  Score: Raw -42915123.574776 + Penalty 4200.218428 = -42910923.356347
  nChanged 6
		SP:Iteration 20F (122775.330000 sec): 3 clusters
  Score: Raw -42915129.374642 + Penalty 4200.218428 = -42910929.156213
  nChanged 2
		SP:Iteration 21Q (122776.890000 sec): 3 clusters
  Score: Raw -42915131.022053 + Penalty 4200.218428 = -42910930.803624
  nChanged 2
		SP:Iteration 22Q (122778.370000 sec): 3 clusters
  Score: Raw -42915131.872890 + Penalty 4200.218428 = -42910931.654461
  nChanged 0
		SP:Iteration 23F (122780.130000 sec): 3 clusters
  Score: Raw -42915131.872890 + Penalty 4200.218428 = -42910931.654461
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23719 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122780.510000 sec): 2 clusters
  Score: Raw -2541328.366322 + Penalty 1637.030150 = -2539691.336172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122780.810000 sec): 3 clusters
  Score: Raw -2526927.831226 + Penalty 3274.060300 = -2523653.770926
  nChanged 10823
		SP:Iteration 1F (122781.080000 sec): 3 clusters
  Score: Raw -2533008.804439 + Penalty 3274.060300 = -2529734.744139
  nChanged 1367
		SP:Iteration 2F (122781.360000 sec): 3 clusters
  Score: Raw -2533614.321329 + Penalty 3274.060300 = -2530340.261028
  nChanged 1405
		SP:Iteration 3F (122781.630000 sec): 3 clusters
  Score: Raw -2534328.161935 + Penalty 3274.060300 = -2531054.101635
  nChanged 1438
		SP:Iteration 4F (122781.890000 sec): 3 clusters
  Score: Raw -2535054.853924 + Penalty 3274.060300 = -2531780.793624
  nChanged 1364
		SP:Iteration 5F (122782.200000 sec): 3 clusters
  Score: Raw -2535735.122979 + Penalty 3274.060300 = -2532461.062678
  nChanged 1261
		SP:Iteration 6F (122782.440000 sec): 3 clusters
  Score: Raw -2536318.175625 + Penalty 3274.060300 = -2533044.115325
  nChanged 1069
		SP:Iteration 7Q (122782.710000 sec): 3 clusters
  Score: Raw -2536764.893321 + Penalty 3274.060300 = -2533490.833021
  nChanged 900
		SP:Iteration 8Q (122783.000000 sec): 3 clusters
  Score: Raw -2537152.861310 + Penalty 3274.060300 = -2533878.801010
  nChanged 852
		SP:Iteration 9Q (122783.290000 sec): 3 clusters
  Score: Raw -2537532.329114 + Penalty 3274.060300 = -2534258.268813
  nChanged 789
		SP:Iteration 10Q (122783.570000 sec): 3 clusters
  Score: Raw -2537927.689558 + Penalty 3274.060300 = -2534653.629258
  nChanged 790
		SP:Iteration 11Q (122783.830000 sec): 3 clusters
  Score: Raw -2538361.379514 + Penalty 3274.060300 = -2535087.319213
  nChanged 827
		SP:Iteration 12Q (122784.070000 sec): 3 clusters
  Score: Raw -2538862.727367 + Penalty 3274.060300 = -2535588.667067
  nChanged 775
		SP:Iteration 13Q (122784.350000 sec): 3 clusters
  Score: Raw -2539374.565177 + Penalty 3274.060300 = -2536100.504876
  nChanged 735
		SP:Iteration 14Q (122784.620000 sec): 3 clusters
  Score: Raw -2539894.387793 + Penalty 3274.060300 = -2536620.327493
  nChanged 630
		SP:Iteration 15Q (122784.890000 sec): 3 clusters
  Score: Raw -2540389.817714 + Penalty 3274.060300 = -2537115.757413
  nChanged 490
		SP:Iteration 16Q (122785.150000 sec): 3 clusters
  Score: Raw -2540774.552523 + Penalty 3274.060300 = -2537500.492222
  nChanged 342
		SP:Iteration 17Q (122785.400000 sec): 3 clusters
  Score: Raw -2541065.140215 + Penalty 3274.060300 = -2537791.079915
  nChanged 196
		SP:Iteration 18Q (122785.650000 sec): 3 clusters
  Score: Raw -2541229.939151 + Penalty 3274.060300 = -2537955.878851
  nChanged 119
		SP:Iteration 19Q (122785.910000 sec): 3 clusters
  Score: Raw -2541320.560781 + Penalty 3274.060300 = -2538046.500481
  nChanged 81
		SP:Iteration 20F (122786.180000 sec): 3 clusters
  Score: Raw -2541384.363581 + Penalty 3274.060300 = -2538110.303280
  nChanged 49
		SP:Iteration 21Q (122786.440000 sec): 3 clusters
  Score: Raw -2541430.038314 + Penalty 3274.060300 = -2538155.978014
  nChanged 40
		SP:Iteration 22Q (122786.690000 sec): 3 clusters
  Score: Raw -2541466.334932 + Penalty 3274.060300 = -2538192.274631
  nChanged 21
		SP:Iteration 23Q (122786.940000 sec): 3 clusters
  Score: Raw -2541487.466295 + Penalty 3274.060300 = -2538213.405995
  nChanged 24
		SP:Iteration 24Q (122787.220000 sec): 3 clusters
  Score: Raw -2541514.825472 + Penalty 3274.060300 = -2538240.765171
  nChanged 24
		SP:Iteration 25Q (122787.450000 sec): 3 clusters
  Score: Raw -2541539.770040 + Penalty 3274.060300 = -2538265.709740
  nChanged 11
		SP:Iteration 26Q (122787.720000 sec): 3 clusters
  Score: Raw -2541551.458491 + Penalty 3274.060300 = -2538277.398190
  nChanged 9
		SP:Iteration 27Q (122787.970000 sec): 3 clusters
  Score: Raw -2541558.646065 + Penalty 3274.060300 = -2538284.585765
  nChanged 3
		SP:Iteration 28Q (122788.230000 sec): 3 clusters
  Score: Raw -2541560.968980 + Penalty 3274.060300 = -2538286.908679
  nChanged 2
		SP:Iteration 29Q (122788.500000 sec): 3 clusters
  Score: Raw -2541563.370953 + Penalty 3274.060300 = -2538289.310653
  nChanged 3
		SP:Iteration 30Q (122788.710000 sec): 3 clusters
  Score: Raw -2541565.992526 + Penalty 3274.060300 = -2538291.932226
  nChanged 2
		SP:Iteration 31Q (122788.990000 sec): 3 clusters
  Score: Raw -2541568.276494 + Penalty 3274.060300 = -2538294.216193
  nChanged 3
		SP:Iteration 32Q (122789.220000 sec): 3 clusters
  Score: Raw -2541570.293202 + Penalty 3274.060300 = -2538296.232902
  nChanged 2
		SP:Iteration 33Q (122789.420000 sec): 3 clusters
  Score: Raw -2541571.302261 + Penalty 3274.060300 = -2538297.241961
  nChanged 0
		SP:Iteration 34F (122789.730000 sec): 3 clusters
  Score: Raw -2541571.302261 + Penalty 3274.060300 = -2538297.241961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122789.910000 sec): 2 clusters
  Score: Raw -2199203.016030 + Penalty 1626.932682 = -2197576.083349
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122790.160000 sec): 3 clusters
  Score: Raw -2185696.368728 + Penalty 3253.865364 = -2182442.503365
  nChanged 10174
		SP:Iteration 1F (122790.480000 sec): 3 clusters
  Score: Raw -2191562.256255 + Penalty 3253.865364 = -2188308.390891
  nChanged 1251
		SP:Iteration 2F (122790.740000 sec): 3 clusters
  Score: Raw -2192183.411445 + Penalty 3253.865364 = -2188929.546082
  nChanged 1245
		SP:Iteration 3F (122790.980000 sec): 3 clusters
  Score: Raw -2192750.684079 + Penalty 3253.865364 = -2189496.818715
  nChanged 1217
		SP:Iteration 4F (122791.290000 sec): 3 clusters
  Score: Raw -2193292.953148 + Penalty 3253.865364 = -2190039.087784
  nChanged 1142
		SP:Iteration 5F (122791.540000 sec): 3 clusters
  Score: Raw -2193877.393043 + Penalty 3253.865364 = -2190623.527680
  nChanged 1153
		SP:Iteration 6F (122791.840000 sec): 3 clusters
  Score: Raw -2194473.655901 + Penalty 3253.865364 = -2191219.790537
  nChanged 1145
		SP:Iteration 7F (122792.080000 sec): 3 clusters
  Score: Raw -2195133.347639 + Penalty 3253.865364 = -2191879.482276
  nChanged 1120
		SP:Iteration 8F (122792.340000 sec): 3 clusters
  Score: Raw -2195837.081772 + Penalty 3253.865364 = -2192583.216408
  nChanged 1075
		SP:Iteration 9Q (122792.590000 sec): 3 clusters
  Score: Raw -2196473.806850 + Penalty 3253.865364 = -2193219.941486
  nChanged 903
		SP:Iteration 10Q (122792.870000 sec): 3 clusters
  Score: Raw -2196951.941713 + Penalty 3253.865364 = -2193698.076349
  nChanged 702
		SP:Iteration 11Q (122793.160000 sec): 3 clusters
  Score: Raw -2197314.951952 + Penalty 3253.865364 = -2194061.086589
  nChanged 623
		SP:Iteration 12Q (122793.450000 sec): 3 clusters
  Score: Raw -2197632.949497 + Penalty 3253.865364 = -2194379.084133
  nChanged 550
		SP:Iteration 13Q (122793.730000 sec): 3 clusters
  Score: Raw -2197903.383517 + Penalty 3253.865364 = -2194649.518154
  nChanged 516
		SP:Iteration 14Q (122793.990000 sec): 3 clusters
  Score: Raw -2198148.008844 + Penalty 3253.865364 = -2194894.143480
  nChanged 452
		SP:Iteration 15Q (122794.260000 sec): 3 clusters
  Score: Raw -2198371.362658 + Penalty 3253.865364 = -2195117.497295
  nChanged 439
		SP:Iteration 16Q (122794.580000 sec): 3 clusters
  Score: Raw -2198603.321583 + Penalty 3253.865364 = -2195349.456220
  nChanged 407
		SP:Iteration 17Q (122794.820000 sec): 3 clusters
  Score: Raw -2198828.279940 + Penalty 3253.865364 = -2195574.414576
  nChanged 389
		SP:Iteration 18Q (122795.100000 sec): 3 clusters
  Score: Raw -2199022.265523 + Penalty 3253.865364 = -2195768.400160
  nChanged 342
		SP:Iteration 19Q (122795.370000 sec): 3 clusters
  Score: Raw -2199190.492784 + Penalty 3253.865364 = -2195936.627420
  nChanged 311
		SP:Iteration 20F (122795.650000 sec): 3 clusters
  Score: Raw -2199338.435058 + Penalty 3253.865364 = -2196084.569695
  nChanged 270
		SP:Iteration 21Q (122795.920000 sec): 3 clusters
  Score: Raw -2199455.447832 + Penalty 3253.865364 = -2196201.582469
  nChanged 253
		SP:Iteration 22Q (122796.200000 sec): 3 clusters
  Score: Raw -2199560.100372 + Penalty 3253.865364 = -2196306.235009
  nChanged 225
		SP:Iteration 23Q (122796.460000 sec): 3 clusters
  Score: Raw -2199640.824942 + Penalty 3253.865364 = -2196386.959579
  nChanged 201
		SP:Iteration 24Q (122796.730000 sec): 3 clusters
  Score: Raw -2199711.331970 + Penalty 3253.865364 = -2196457.466607
  nChanged 194
		SP:Iteration 25Q (122796.970000 sec): 3 clusters
  Score: Raw -2199787.263914 + Penalty 3253.865364 = -2196533.398550
  nChanged 169
		SP:Iteration 26Q (122797.220000 sec): 3 clusters
  Score: Raw -2199846.812738 + Penalty 3253.865364 = -2196592.947375
  nChanged 149
		SP:Iteration 27Q (122797.490000 sec): 3 clusters
  Score: Raw -2199899.823442 + Penalty 3253.865364 = -2196645.958079
  nChanged 148
		SP:Iteration 28Q (122797.780000 sec): 3 clusters
  Score: Raw -2199953.105418 + Penalty 3253.865364 = -2196699.240054
  nChanged 130
		SP:Iteration 29Q (122798.060000 sec): 3 clusters
  Score: Raw -2200001.212149 + Penalty 3253.865364 = -2196747.346785
  nChanged 129
		SP:Iteration 30Q (122798.290000 sec): 3 clusters
  Score: Raw -2200043.359244 + Penalty 3253.865364 = -2196789.493880
  nChanged 106
		SP:Iteration 31Q (122798.560000 sec): 3 clusters
  Score: Raw -2200079.477227 + Penalty 3253.865364 = -2196825.611863
  nChanged 79
		SP:Iteration 32Q (122798.820000 sec): 3 clusters
  Score: Raw -2200106.815399 + Penalty 3253.865364 = -2196852.950036
  nChanged 88
		SP:Iteration 33Q (122799.070000 sec): 3 clusters
  Score: Raw -2200135.358265 + Penalty 3253.865364 = -2196881.492901
  nChanged 74
		SP:Iteration 34Q (122799.370000 sec): 3 clusters
  Score: Raw -2200161.651779 + Penalty 3253.865364 = -2196907.786415
  nChanged 77
		SP:Iteration 35Q (122799.630000 sec): 3 clusters
  Score: Raw -2200188.730045 + Penalty 3253.865364 = -2196934.864682
  nChanged 68
		SP:Iteration 36Q (122799.890000 sec): 3 clusters
  Score: Raw -2200212.857192 + Penalty 3253.865364 = -2196958.991829
  nChanged 64
		SP:Iteration 37Q (122800.120000 sec): 3 clusters
  Score: Raw -2200235.683476 + Penalty 3253.865364 = -2196981.818112
  nChanged 65
		SP:Iteration 38Q (122800.420000 sec): 3 clusters
  Score: Raw -2200254.114058 + Penalty 3253.865364 = -2197000.248694
  nChanged 57
		SP:Iteration 39Q (122800.660000 sec): 3 clusters
  Score: Raw -2200272.495133 + Penalty 3253.865364 = -2197018.629769
  nChanged 47
		SP:Iteration 40F (122800.950000 sec): 3 clusters
  Score: Raw -2200287.173406 + Penalty 3253.865364 = -2197033.308042
  nChanged 47
		SP:Iteration 41Q (122801.220000 sec): 3 clusters
  Score: Raw -2200304.292207 + Penalty 3253.865364 = -2197050.426843
  nChanged 45
		SP:Iteration 42Q (122801.430000 sec): 3 clusters
  Score: Raw -2200321.659879 + Penalty 3253.865364 = -2197067.794515
  nChanged 34
		SP:Iteration 43Q (122801.730000 sec): 3 clusters
  Score: Raw -2200334.682789 + Penalty 3253.865364 = -2197080.817425
  nChanged 28
		SP:Iteration 44Q (122801.960000 sec): 3 clusters
  Score: Raw -2200344.222248 + Penalty 3253.865364 = -2197090.356884
  nChanged 21
		SP:Iteration 45Q (122802.250000 sec): 3 clusters
  Score: Raw -2200349.628391 + Penalty 3253.865364 = -2197095.763027
  nChanged 22
		SP:Iteration 46Q (122802.520000 sec): 3 clusters
  Score: Raw -2200354.639728 + Penalty 3253.865364 = -2197100.774364
  nChanged 15
		SP:Iteration 47Q (122802.760000 sec): 3 clusters
  Score: Raw -2200359.431039 + Penalty 3253.865364 = -2197105.565675
  nChanged 19
		SP:Iteration 48Q (122803.010000 sec): 3 clusters
  Score: Raw -2200365.974917 + Penalty 3253.865364 = -2197112.109553
  nChanged 22
		SP:Iteration 49Q (122803.300000 sec): 3 clusters
  Score: Raw -2200373.777890 + Penalty 3253.865364 = -2197119.912526
  nChanged 23
		SP:Iteration 50Q (122803.520000 sec): 3 clusters
  Score: Raw -2200380.197838 + Penalty 3253.865364 = -2197126.332475
  nChanged 18
		SP:Iteration 51Q (122803.770000 sec): 3 clusters
  Score: Raw -2200385.594522 + Penalty 3253.865364 = -2197131.729158
  nChanged 18
		SP:Iteration 52Q (122803.990000 sec): 3 clusters
  Score: Raw -2200393.192001 + Penalty 3253.865364 = -2197139.326638
  nChanged 22
		SP:Iteration 53Q (122804.230000 sec): 3 clusters
  Score: Raw -2200401.714039 + Penalty 3253.865364 = -2197147.848675
  nChanged 21
		SP:Iteration 54Q (122804.520000 sec): 3 clusters
  Score: Raw -2200407.430015 + Penalty 3253.865364 = -2197153.564652
  nChanged 20
		SP:Iteration 55Q (122804.760000 sec): 3 clusters
  Score: Raw -2200413.139487 + Penalty 3253.865364 = -2197159.274124
  nChanged 13
		SP:Iteration 56Q (122805.000000 sec): 3 clusters
  Score: Raw -2200417.545283 + Penalty 3253.865364 = -2197163.679920
  nChanged 15
		SP:Iteration 57Q (122805.280000 sec): 3 clusters
  Score: Raw -2200421.567671 + Penalty 3253.865364 = -2197167.702307
  nChanged 19
		SP:Iteration 58Q (122805.500000 sec): 3 clusters
  Score: Raw -2200426.525432 + Penalty 3253.865364 = -2197172.660068
  nChanged 9
		SP:Iteration 59Q (122805.780000 sec): 3 clusters
  Score: Raw -2200428.092229 + Penalty 3253.865364 = -2197174.226866
  nChanged 7
		SP:Iteration 60F (122806.020000 sec): 3 clusters
  Score: Raw -2200430.388800 + Penalty 3253.865364 = -2197176.523436
  nChanged 6
		SP:Iteration 61Q (122806.310000 sec): 3 clusters
  Score: Raw -2200431.999096 + Penalty 3253.865364 = -2197178.133733
  nChanged 6
		SP:Iteration 62Q (122806.520000 sec): 3 clusters
  Score: Raw -2200434.201540 + Penalty 3253.865364 = -2197180.336176
  nChanged 8
		SP:Iteration 63Q (122806.790000 sec): 3 clusters
  Score: Raw -2200435.669783 + Penalty 3253.865364 = -2197181.804420
  nChanged 5
		SP:Iteration 64Q (122807.020000 sec): 3 clusters
  Score: Raw -2200437.462430 + Penalty 3253.865364 = -2197183.597067
  nChanged 4
		SP:Iteration 65Q (122807.300000 sec): 3 clusters
  Score: Raw -2200438.701230 + Penalty 3253.865364 = -2197184.835866
  nChanged 5
		SP:Iteration 66Q (122807.580000 sec): 3 clusters
  Score: Raw -2200440.893294 + Penalty 3253.865364 = -2197187.027930
  nChanged 4
		SP:Iteration 67Q (122807.780000 sec): 3 clusters
  Score: Raw -2200442.650018 + Penalty 3253.865364 = -2197188.784654
  nChanged 5
		SP:Iteration 68Q (122808.060000 sec): 3 clusters
  Score: Raw -2200444.763059 + Penalty 3253.865364 = -2197190.897695
  nChanged 6
		SP:Iteration 69Q (122808.290000 sec): 3 clusters
  Score: Raw -2200446.139052 + Penalty 3253.865364 = -2197192.273689
  nChanged 2
		SP:Iteration 70Q (122808.560000 sec): 3 clusters
  Score: Raw -2200446.517820 + Penalty 3253.865364 = -2197192.652456
  nChanged 1
		SP:Iteration 71Q (122808.810000 sec): 3 clusters
  Score: Raw -2200446.700088 + Penalty 3253.865364 = -2197192.834724
  nChanged 0
		SP:Iteration 72F (122809.080000 sec): 3 clusters
  Score: Raw -2200446.700088 + Penalty 3253.865364 = -2197192.834724
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122809.200000 sec): 2 clusters
  Score: Raw -376674.395706 + Penalty 1345.862385 = -375328.533321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122809.390000 sec): 3 clusters
  Score: Raw -374717.235415 + Penalty 2691.724771 = -372025.510645
  nChanged 1510
		SP:Iteration 1F (122809.610000 sec): 3 clusters
  Score: Raw -375692.046685 + Penalty 2691.724771 = -373000.321914
  nChanged 355
		SP:Iteration 2F (122809.770000 sec): 3 clusters
  Score: Raw -376053.214369 + Penalty 2691.724771 = -373361.489599
  nChanged 312
		SP:Iteration 3F (122809.980000 sec): 3 clusters
  Score: Raw -376375.409543 + Penalty 2691.724771 = -373683.684772
  nChanged 270
		SP:Iteration 4F (122810.140000 sec): 3 clusters
  Score: Raw -376626.500378 + Penalty 2691.724771 = -373934.775607
  nChanged 213
		SP:Iteration 5F (122810.350000 sec): 3 clusters
  Score: Raw -376802.569957 + Penalty 2691.724771 = -374110.845186
  nChanged 191
		SP:Iteration 6Q (122810.520000 sec): 3 clusters
  Score: Raw -376958.632077 + Penalty 2691.724771 = -374266.907306
  nChanged 148
		SP:Iteration 7Q (122810.730000 sec): 3 clusters
  Score: Raw -377051.600163 + Penalty 2691.724771 = -374359.875393
  nChanged 113
		SP:Iteration 8Q (122810.930000 sec): 3 clusters
  Score: Raw -377116.282135 + Penalty 2691.724771 = -374424.557365
  nChanged 92
		SP:Iteration 9Q (122811.080000 sec): 3 clusters
  Score: Raw -377171.216615 + Penalty 2691.724771 = -374479.491844
  nChanged 81
		SP:Iteration 10Q (122811.270000 sec): 3 clusters
  Score: Raw -377219.630736 + Penalty 2691.724771 = -374527.905965
  nChanged 57
		SP:Iteration 11Q (122811.460000 sec): 3 clusters
  Score: Raw -377250.577759 + Penalty 2691.724771 = -374558.852989
  nChanged 51
		SP:Iteration 12Q (122811.650000 sec): 3 clusters
  Score: Raw -377277.599258 + Penalty 2691.724771 = -374585.874487
  nChanged 55
		SP:Iteration 13Q (122811.840000 sec): 3 clusters
  Score: Raw -377303.077615 + Penalty 2691.724771 = -374611.352845
  nChanged 41
		SP:Iteration 14Q (122812.050000 sec): 3 clusters
  Score: Raw -377324.717763 + Penalty 2691.724771 = -374632.992992
  nChanged 38
		SP:Iteration 15Q (122812.220000 sec): 3 clusters
  Score: Raw -377356.450051 + Penalty 2691.724771 = -374664.725281
  nChanged 52
		SP:Iteration 16Q (122812.410000 sec): 3 clusters
  Score: Raw -377387.623213 + Penalty 2691.724771 = -374695.898442
  nChanged 36
		SP:Iteration 17Q (122812.610000 sec): 3 clusters
  Score: Raw -377412.319405 + Penalty 2691.724771 = -374720.594635
  nChanged 40
		SP:Iteration 18Q (122812.770000 sec): 3 clusters
  Score: Raw -377433.860719 + Penalty 2691.724771 = -374742.135948
  nChanged 27
		SP:Iteration 19Q (122812.960000 sec): 3 clusters
  Score: Raw -377449.994026 + Penalty 2691.724771 = -374758.269255
  nChanged 26
		SP:Iteration 20F (122813.150000 sec): 3 clusters
  Score: Raw -377464.005848 + Penalty 2691.724771 = -374772.281078
  nChanged 25
		SP:Iteration 21Q (122813.330000 sec): 3 clusters
  Score: Raw -377474.348503 + Penalty 2691.724771 = -374782.623733
  nChanged 21
		SP:Iteration 22Q (122813.510000 sec): 3 clusters
  Score: Raw -377482.615745 + Penalty 2691.724771 = -374790.890975
  nChanged 14
		SP:Iteration 23Q (122813.670000 sec): 3 clusters
  Score: Raw -377486.874630 + Penalty 2691.724771 = -374795.149859
  nChanged 14
		SP:Iteration 24Q (122813.870000 sec): 3 clusters
  Score: Raw -377491.822171 + Penalty 2691.724771 = -374800.097400
  nChanged 11
		SP:Iteration 25Q (122814.030000 sec): 3 clusters
  Score: Raw -377497.109842 + Penalty 2691.724771 = -374805.385072
  nChanged 11
		SP:Iteration 26Q (122814.250000 sec): 3 clusters
  Score: Raw -377501.094176 + Penalty 2691.724771 = -374809.369405
  nChanged 8
		SP:Iteration 27Q (122814.410000 sec): 3 clusters
  Score: Raw -377504.546435 + Penalty 2691.724771 = -374812.821664
  nChanged 11
		SP:Iteration 28Q (122814.630000 sec): 3 clusters
  Score: Raw -377509.876687 + Penalty 2691.724771 = -374818.151916
  nChanged 10
		SP:Iteration 29Q (122814.830000 sec): 3 clusters
  Score: Raw -377515.458104 + Penalty 2691.724771 = -374823.733334
  nChanged 3
		SP:Iteration 30Q (122814.990000 sec): 3 clusters
  Score: Raw -377516.541867 + Penalty 2691.724771 = -374824.817097
  nChanged 4
		SP:Iteration 31Q (122815.180000 sec): 3 clusters
  Score: Raw -377518.577269 + Penalty 2691.724771 = -374826.852498
  nChanged 3
		SP:Iteration 32Q (122815.380000 sec): 3 clusters
  Score: Raw -377519.627224 + Penalty 2691.724771 = -374827.902453
  nChanged 4
		SP:Iteration 33Q (122815.560000 sec): 3 clusters
  Score: Raw -377520.758195 + Penalty 2691.724771 = -374829.033424
  nChanged 7
		SP:Iteration 34Q (122815.760000 sec): 3 clusters
  Score: Raw -377524.367695 + Penalty 2691.724771 = -374832.642924
  nChanged 6
		SP:Iteration 35Q (122815.930000 sec): 3 clusters
  Score: Raw -377527.607361 + Penalty 2691.724771 = -374835.882590
  nChanged 9
		SP:Iteration 36Q (122816.140000 sec): 3 clusters
  Score: Raw -377532.858572 + Penalty 2691.724771 = -374841.133802
  nChanged 9
		SP:Iteration 37Q (122816.330000 sec): 3 clusters
  Score: Raw -377537.480862 + Penalty 2691.724771 = -374845.756091
  nChanged 5
		SP:Iteration 38Q (122816.500000 sec): 3 clusters
  Score: Raw -377539.453945 + Penalty 2691.724771 = -374847.729174
  nChanged 7
		SP:Iteration 39Q (122816.690000 sec): 3 clusters
  Score: Raw -377542.268561 + Penalty 2691.724771 = -374850.543791
  nChanged 4
		SP:Iteration 40F (122816.900000 sec): 3 clusters
  Score: Raw -377543.334093 + Penalty 2691.724771 = -374851.609323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122817.010000 sec): 2 clusters
  Score: Raw -721014.496075 + Penalty 1444.221122 = -719570.274953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122817.220000 sec): 3 clusters
  Score: Raw -717015.433717 + Penalty 2888.442244 = -714126.991473
  nChanged 3113
		SP:Iteration 1F (122817.420000 sec): 3 clusters
  Score: Raw -718777.640740 + Penalty 2888.442244 = -715889.198495
  nChanged 562
		SP:Iteration 2F (122817.620000 sec): 3 clusters
  Score: Raw -719099.045206 + Penalty 2888.442244 = -716210.602962
  nChanged 476
		SP:Iteration 3F (122817.850000 sec): 3 clusters
  Score: Raw -719413.732196 + Penalty 2888.442244 = -716525.289952
  nChanged 457
		SP:Iteration 4F (122818.020000 sec): 3 clusters
  Score: Raw -719708.793456 + Penalty 2888.442244 = -716820.351212
  nChanged 399
		SP:Iteration 5F (122818.210000 sec): 3 clusters
  Score: Raw -719930.913521 + Penalty 2888.442244 = -717042.471276
  nChanged 332
		SP:Iteration 6Q (122818.440000 sec): 3 clusters
  Score: Raw -720124.609649 + Penalty 2888.442244 = -717236.167405
  nChanged 293
		SP:Iteration 7Q (122818.610000 sec): 3 clusters
  Score: Raw -720284.683973 + Penalty 2888.442244 = -717396.241729
  nChanged 246
		SP:Iteration 8Q (122818.830000 sec): 3 clusters
  Score: Raw -720410.947447 + Penalty 2888.442244 = -717522.505203
  nChanged 225
		SP:Iteration 9Q (122819.010000 sec): 3 clusters
  Score: Raw -720529.698577 + Penalty 2888.442244 = -717641.256332
  nChanged 185
		SP:Iteration 10Q (122819.210000 sec): 3 clusters
  Score: Raw -720626.151396 + Penalty 2888.442244 = -717737.709152
  nChanged 152
		SP:Iteration 11Q (122819.410000 sec): 3 clusters
  Score: Raw -720701.917371 + Penalty 2888.442244 = -717813.475126
  nChanged 131
		SP:Iteration 12Q (122819.630000 sec): 3 clusters
  Score: Raw -720779.137054 + Penalty 2888.442244 = -717890.694810
  nChanged 131
		SP:Iteration 13Q (122819.810000 sec): 3 clusters
  Score: Raw -720859.250685 + Penalty 2888.442244 = -717970.808441
  nChanged 115
		SP:Iteration 14Q (122820.010000 sec): 3 clusters
  Score: Raw -720935.708098 + Penalty 2888.442244 = -718047.265854
  nChanged 106
		SP:Iteration 15Q (122820.210000 sec): 3 clusters
  Score: Raw -721012.159327 + Penalty 2888.442244 = -718123.717082
  nChanged 96
		SP:Iteration 16Q (122820.450000 sec): 3 clusters
  Score: Raw -721084.775779 + Penalty 2888.442244 = -718196.333535
  nChanged 86
		SP:Iteration 17Q (122820.660000 sec): 3 clusters
  Score: Raw -721159.944536 + Penalty 2888.442244 = -718271.502292
  nChanged 67
		SP:Iteration 18Q (122820.860000 sec): 3 clusters
  Score: Raw -721203.656701 + Penalty 2888.442244 = -718315.214457
  nChanged 50
		SP:Iteration 19Q (122821.050000 sec): 3 clusters
  Score: Raw -721234.368216 + Penalty 2888.442244 = -718345.925972
  nChanged 48
		SP:Iteration 20F (122821.240000 sec): 3 clusters
  Score: Raw -721262.201491 + Penalty 2888.442244 = -718373.759247
  nChanged 39
		SP:Iteration 21Q (122821.470000 sec): 3 clusters
  Score: Raw -721285.714912 + Penalty 2888.442244 = -718397.272668
  nChanged 40
		SP:Iteration 22Q (122821.650000 sec): 3 clusters
  Score: Raw -721307.959965 + Penalty 2888.442244 = -718419.517721
  nChanged 28
		SP:Iteration 23Q (122821.840000 sec): 3 clusters
  Score: Raw -721317.744030 + Penalty 2888.442244 = -718429.301786
  nChanged 18
		SP:Iteration 24Q (122822.080000 sec): 3 clusters
  Score: Raw -721324.622322 + Penalty 2888.442244 = -718436.180078
  nChanged 13
		SP:Iteration 25Q (122822.250000 sec): 3 clusters
  Score: Raw -721331.367774 + Penalty 2888.442244 = -718442.925530
  nChanged 10
		SP:Iteration 26Q (122822.480000 sec): 3 clusters
  Score: Raw -721334.865867 + Penalty 2888.442244 = -718446.423623
  nChanged 11
		SP:Iteration 27Q (122822.630000 sec): 3 clusters
  Score: Raw -721337.789327 + Penalty 2888.442244 = -718449.347083
  nChanged 5
		SP:Iteration 28Q (122822.830000 sec): 3 clusters
  Score: Raw -721339.123069 + Penalty 2888.442244 = -718450.680824
  nChanged 4
		SP:Iteration 29Q (122823.030000 sec): 3 clusters
  Score: Raw -721340.532805 + Penalty 2888.442244 = -718452.090561
  nChanged 3
		SP:Iteration 30Q (122823.220000 sec): 3 clusters
  Score: Raw -721341.338616 + Penalty 2888.442244 = -718452.896372
  nChanged 1
		SP:Iteration 31Q (122823.410000 sec): 3 clusters
  Score: Raw -721341.631522 + Penalty 2888.442244 = -718453.189278
  nChanged 3
		SP:Iteration 32Q (122823.610000 sec): 3 clusters
  Score: Raw -721342.227491 + Penalty 2888.442244 = -718453.785246
  nChanged 2
		SP:Iteration 33Q (122823.820000 sec): 3 clusters
  Score: Raw -721342.847930 + Penalty 2888.442244 = -718454.405686
  nChanged 2
		SP:Iteration 34Q (122824.010000 sec): 3 clusters
  Score: Raw -721343.699685 + Penalty 2888.442244 = -718455.257441
  nChanged 6
		SP:Iteration 35Q (122824.170000 sec): 3 clusters
  Score: Raw -721345.786310 + Penalty 2888.442244 = -718457.344066
  nChanged 2
		SP:Iteration 36Q (122824.370000 sec): 3 clusters
  Score: Raw -721346.710393 + Penalty 2888.442244 = -718458.268149
  nChanged 0
		SP:Iteration 37F (122824.580000 sec): 3 clusters
  Score: Raw -721346.710393 + Penalty 2888.442244 = -718458.268149
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122824.690000 sec): 2 clusters
  Score: Raw -1515303.862908 + Penalty 1554.938714 = -1513748.924194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122824.930000 sec): 3 clusters
  Score: Raw -1506878.384273 + Penalty 3109.877428 = -1503768.506845
  nChanged 6342
		SP:Iteration 1F (122825.190000 sec): 3 clusters
  Score: Raw -1510394.601382 + Penalty 3109.877428 = -1507284.723954
  nChanged 800
		SP:Iteration 2F (122825.410000 sec): 3 clusters
  Score: Raw -1510717.254787 + Penalty 3109.877428 = -1507607.377358
  nChanged 714
		SP:Iteration 3Q (122825.640000 sec): 3 clusters
  Score: Raw -1511015.492763 + Penalty 3109.877428 = -1507905.615335
  nChanged 650
		SP:Iteration 4Q (122825.900000 sec): 3 clusters
  Score: Raw -1511317.331161 + Penalty 3109.877428 = -1508207.453733
  nChanged 636
		SP:Iteration 5Q (122826.150000 sec): 3 clusters
  Score: Raw -1511651.463811 + Penalty 3109.877428 = -1508541.586383
  nChanged 683
		SP:Iteration 6Q (122826.370000 sec): 3 clusters
  Score: Raw -1512051.792912 + Penalty 3109.877428 = -1508941.915484
  nChanged 680
		SP:Iteration 7Q (122826.630000 sec): 3 clusters
  Score: Raw -1512481.678871 + Penalty 3109.877428 = -1509371.801443
  nChanged 699
		SP:Iteration 8Q (122826.890000 sec): 3 clusters
  Score: Raw -1512994.050039 + Penalty 3109.877428 = -1509884.172611
  nChanged 735
		SP:Iteration 9F (122827.120000 sec): 3 clusters
  Score: Raw -1513540.010932 + Penalty 3109.877428 = -1510430.133504
  nChanged 692
		SP:Iteration 10Q (122827.370000 sec): 3 clusters
  Score: Raw -1514000.207509 + Penalty 3109.877428 = -1510890.330080
  nChanged 597
		SP:Iteration 11Q (122827.660000 sec): 3 clusters
  Score: Raw -1514346.125222 + Penalty 3109.877428 = -1511236.247794
  nChanged 502
		SP:Iteration 12Q (122827.900000 sec): 3 clusters
  Score: Raw -1514601.642972 + Penalty 3109.877428 = -1511491.765544
  nChanged 377
		SP:Iteration 13Q (122828.190000 sec): 3 clusters
  Score: Raw -1514784.643599 + Penalty 3109.877428 = -1511674.766171
  nChanged 339
		SP:Iteration 14Q (122828.440000 sec): 3 clusters
  Score: Raw -1514908.146443 + Penalty 3109.877428 = -1511798.269015
  nChanged 244
		SP:Iteration 15Q (122828.640000 sec): 3 clusters
  Score: Raw -1514982.142885 + Penalty 3109.877428 = -1511872.265457
  nChanged 187
		SP:Iteration 16Q (122828.890000 sec): 3 clusters
  Score: Raw -1515038.337805 + Penalty 3109.877428 = -1511928.460377
  nChanged 188
		SP:Iteration 17Q (122829.160000 sec): 3 clusters
  Score: Raw -1515087.291463 + Penalty 3109.877428 = -1511977.414035
  nChanged 181
		SP:Iteration 18Q (122829.430000 sec): 3 clusters
  Score: Raw -1515130.301372 + Penalty 3109.877428 = -1512020.423944
  nChanged 157
		SP:Iteration 19Q (122829.740000 sec): 3 clusters
  Score: Raw -1515166.910337 + Penalty 3109.877428 = -1512057.032909
  nChanged 147
		SP:Iteration 20F (122830.000000 sec): 3 clusters
  Score: Raw -1515207.621137 + Penalty 3109.877428 = -1512097.743709
  nChanged 139
		SP:Iteration 21Q (122830.220000 sec): 3 clusters
  Score: Raw -1515249.182931 + Penalty 3109.877428 = -1512139.305503
  nChanged 133
		SP:Iteration 22Q (122830.520000 sec): 3 clusters
  Score: Raw -1515284.941752 + Penalty 3109.877428 = -1512175.064324
  nChanged 140
		SP:Iteration 23Q (122830.740000 sec): 3 clusters
  Score: Raw -1515317.580286 + Penalty 3109.877428 = -1512207.702858
  nChanged 127
		SP:Iteration 24Q (122830.980000 sec): 3 clusters
  Score: Raw -1515348.293951 + Penalty 3109.877428 = -1512238.416523
  nChanged 110
		SP:Iteration 25Q (122831.240000 sec): 3 clusters
  Score: Raw -1515372.794896 + Penalty 3109.877428 = -1512262.917467
  nChanged 88
		SP:Iteration 26Q (122831.490000 sec): 3 clusters
  Score: Raw -1515394.557918 + Penalty 3109.877428 = -1512284.680490
  nChanged 92
		SP:Iteration 27Q (122831.720000 sec): 3 clusters
  Score: Raw -1515418.993568 + Penalty 3109.877428 = -1512309.116140
  nChanged 96
		SP:Iteration 28Q (122831.960000 sec): 3 clusters
  Score: Raw -1515445.492931 + Penalty 3109.877428 = -1512335.615502
  nChanged 92
		SP:Iteration 29Q (122832.200000 sec): 3 clusters
  Score: Raw -1515473.142864 + Penalty 3109.877428 = -1512363.265436
  nChanged 75
		SP:Iteration 30Q (122832.420000 sec): 3 clusters
  Score: Raw -1515493.095383 + Penalty 3109.877428 = -1512383.217955
  nChanged 73
		SP:Iteration 31Q (122832.620000 sec): 3 clusters
  Score: Raw -1515513.601076 + Penalty 3109.877428 = -1512403.723648
  nChanged 70
		SP:Iteration 32Q (122832.830000 sec): 3 clusters
  Score: Raw -1515531.624954 + Penalty 3109.877428 = -1512421.747526
  nChanged 58
		SP:Iteration 33Q (122833.080000 sec): 3 clusters
  Score: Raw -1515546.072850 + Penalty 3109.877428 = -1512436.195422
  nChanged 57
		SP:Iteration 34Q (122833.260000 sec): 3 clusters
  Score: Raw -1515559.402801 + Penalty 3109.877428 = -1512449.525373
  nChanged 53
		SP:Iteration 35Q (122833.520000 sec): 3 clusters
  Score: Raw -1515570.810080 + Penalty 3109.877428 = -1512460.932652
  nChanged 49
		SP:Iteration 36Q (122833.720000 sec): 3 clusters
  Score: Raw -1515582.671451 + Penalty 3109.877428 = -1512472.794023
  nChanged 54
		SP:Iteration 37Q (122833.940000 sec): 3 clusters
  Score: Raw -1515594.511007 + Penalty 3109.877428 = -1512484.633579
  nChanged 60
		SP:Iteration 38Q (122834.180000 sec): 3 clusters
  Score: Raw -1515607.733989 + Penalty 3109.877428 = -1512497.856561
  nChanged 46
		SP:Iteration 39Q (122834.410000 sec): 3 clusters
  Score: Raw -1515619.266362 + Penalty 3109.877428 = -1512509.388934
  nChanged 41
		SP:Iteration 40F (122834.650000 sec): 3 clusters
  Score: Raw -1515629.552425 + Penalty 3109.877428 = -1512519.674996
  nChanged 38
		SP:Iteration 41Q (122834.830000 sec): 3 clusters
  Score: Raw -1515638.347146 + Penalty 3109.877428 = -1512528.469718
  nChanged 24
		SP:Iteration 42Q (122835.100000 sec): 3 clusters
  Score: Raw -1515644.353004 + Penalty 3109.877428 = -1512534.475576
  nChanged 27
		SP:Iteration 43Q (122835.350000 sec): 3 clusters
  Score: Raw -1515650.935987 + Penalty 3109.877428 = -1512541.058559
  nChanged 31
		SP:Iteration 44Q (122835.580000 sec): 3 clusters
  Score: Raw -1515658.299944 + Penalty 3109.877428 = -1512548.422515
  nChanged 28
		SP:Iteration 45Q (122835.820000 sec): 3 clusters
  Score: Raw -1515664.586732 + Penalty 3109.877428 = -1512554.709304
  nChanged 26
		SP:Iteration 46Q (122836.060000 sec): 3 clusters
  Score: Raw -1515671.025158 + Penalty 3109.877428 = -1512561.147729
  nChanged 20
		SP:Iteration 47Q (122836.270000 sec): 3 clusters
  Score: Raw -1515675.121141 + Penalty 3109.877428 = -1512565.243713
  nChanged 10
		SP:Iteration 48Q (122836.500000 sec): 3 clusters
  Score: Raw -1515677.226335 + Penalty 3109.877428 = -1512567.348907
  nChanged 11
		SP:Iteration 49Q (122836.740000 sec): 3 clusters
  Score: Raw -1515680.020051 + Penalty 3109.877428 = -1512570.142623
  nChanged 12
		SP:Iteration 50Q (122836.970000 sec): 3 clusters
  Score: Raw -1515682.624101 + Penalty 3109.877428 = -1512572.746673
  nChanged 9
		SP:Iteration 51Q (122837.160000 sec): 3 clusters
  Score: Raw -1515684.272928 + Penalty 3109.877428 = -1512574.395500
  nChanged 13
		SP:Iteration 52Q (122837.380000 sec): 3 clusters
  Score: Raw -1515686.615589 + Penalty 3109.877428 = -1512576.738161
  nChanged 12
		SP:Iteration 53Q (122837.670000 sec): 3 clusters
  Score: Raw -1515689.552538 + Penalty 3109.877428 = -1512579.675109
  nChanged 15
		SP:Iteration 54Q (122837.890000 sec): 3 clusters
  Score: Raw -1515693.916040 + Penalty 3109.877428 = -1512584.038612
  nChanged 21
		SP:Iteration 55Q (122838.080000 sec): 3 clusters
  Score: Raw -1515699.056726 + Penalty 3109.877428 = -1512589.179298
  nChanged 18
		SP:Iteration 56Q (122838.320000 sec): 3 clusters
  Score: Raw -1515703.656690 + Penalty 3109.877428 = -1512593.779262
  nChanged 11
		SP:Iteration 57Q (122838.560000 sec): 3 clusters
  Score: Raw -1515706.767987 + Penalty 3109.877428 = -1512596.890559
  nChanged 15
		SP:Iteration 58Q (122838.840000 sec): 3 clusters
  Score: Raw -1515710.793562 + Penalty 3109.877428 = -1512600.916133
  nChanged 12
		SP:Iteration 59Q (122839.100000 sec): 3 clusters
  Score: Raw -1515713.759875 + Penalty 3109.877428 = -1512603.882447
  nChanged 13
		SP:Iteration 60F (122839.340000 sec): 3 clusters
  Score: Raw -1515716.709954 + Penalty 3109.877428 = -1512606.832526
  nChanged 12
		SP:Iteration 61Q (122839.590000 sec): 3 clusters
  Score: Raw -1515719.801113 + Penalty 3109.877428 = -1512609.923685
  nChanged 12
		SP:Iteration 62Q (122839.810000 sec): 3 clusters
  Score: Raw -1515724.503897 + Penalty 3109.877428 = -1512614.626468
  nChanged 20
		SP:Iteration 63Q (122840.040000 sec): 3 clusters
  Score: Raw -1515728.713670 + Penalty 3109.877428 = -1512618.836241
  nChanged 9
		SP:Iteration 64Q (122840.270000 sec): 3 clusters
  Score: Raw -1515730.779540 + Penalty 3109.877428 = -1512620.902111
  nChanged 14
		SP:Iteration 65Q (122840.540000 sec): 3 clusters
  Score: Raw -1515734.014105 + Penalty 3109.877428 = -1512624.136677
  nChanged 9
		SP:Iteration 66Q (122840.800000 sec): 3 clusters
  Score: Raw -1515736.323182 + Penalty 3109.877428 = -1512626.445754
  nChanged 7
		SP:Iteration 67Q (122841.000000 sec): 3 clusters
  Score: Raw -1515737.566325 + Penalty 3109.877428 = -1512627.688897
  nChanged 6
		SP:Iteration 68Q (122841.290000 sec): 3 clusters
  Score: Raw -1515738.430844 + Penalty 3109.877428 = -1512628.553416
  nChanged 2
		SP:Iteration 69Q (122841.520000 sec): 3 clusters
  Score: Raw -1515738.817711 + Penalty 3109.877428 = -1512628.940283
  nChanged 3
		SP:Iteration 70Q (122841.760000 sec): 3 clusters
  Score: Raw -1515739.527493 + Penalty 3109.877428 = -1512629.650064
  nChanged 1
		SP:Iteration 71Q (122841.960000 sec): 3 clusters
  Score: Raw -1515739.622178 + Penalty 3109.877428 = -1512629.744749
  nChanged 0
		SP:Iteration 72F (122842.220000 sec): 3 clusters
  Score: Raw -1515739.622178 + Penalty 3109.877428 = -1512629.744749
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (19482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122842.430000 sec): 2 clusters
  Score: Raw -2159954.944047 + Penalty 1605.052514 = -2158349.891533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122842.680000 sec): 3 clusters
  Score: Raw -2148361.013414 + Penalty 3210.105028 = -2145150.908386
  nChanged 8683
		SP:Iteration 1F (122842.960000 sec): 3 clusters
  Score: Raw -2153003.304891 + Penalty 3210.105028 = -2149793.199863
  nChanged 849
		SP:Iteration 2Q (122843.280000 sec): 3 clusters
  Score: Raw -2153255.181233 + Penalty 3210.105028 = -2150045.076205
  nChanged 740
		SP:Iteration 3Q (122843.580000 sec): 3 clusters
  Score: Raw -2153457.644430 + Penalty 3210.105028 = -2150247.539401
  nChanged 636
		SP:Iteration 4Q (122843.910000 sec): 3 clusters
  Score: Raw -2153610.060238 + Penalty 3210.105028 = -2150399.955209
  nChanged 535
		SP:Iteration 5Q (122844.180000 sec): 3 clusters
  Score: Raw -2153731.653643 + Penalty 3210.105028 = -2150521.548614
  nChanged 471
		SP:Iteration 6Q (122844.460000 sec): 3 clusters
  Score: Raw -2153829.281559 + Penalty 3210.105028 = -2150619.176530
  nChanged 426
		SP:Iteration 7Q (122844.720000 sec): 3 clusters
  Score: Raw -2153925.652225 + Penalty 3210.105028 = -2150715.547197
  nChanged 435
		SP:Iteration 8Q (122844.950000 sec): 3 clusters
  Score: Raw -2154031.427655 + Penalty 3210.105028 = -2150821.322626
  nChanged 457
		SP:Iteration 9Q (122845.270000 sec): 3 clusters
  Score: Raw -2154139.212855 + Penalty 3210.105028 = -2150929.107826
  nChanged 438
		SP:Iteration 10Q (122845.560000 sec): 3 clusters
  Score: Raw -2154252.427697 + Penalty 3210.105028 = -2151042.322668
  nChanged 456
		SP:Iteration 11Q (122845.850000 sec): 3 clusters
  Score: Raw -2154382.416537 + Penalty 3210.105028 = -2151172.311509
  nChanged 470
		SP:Iteration 12Q (122846.180000 sec): 3 clusters
  Score: Raw -2154539.248112 + Penalty 3210.105028 = -2151329.143084
  nChanged 555
		SP:Iteration 13Q (122846.450000 sec): 3 clusters
  Score: Raw -2154768.984630 + Penalty 3210.105028 = -2151558.879602
  nChanged 683
		SP:Iteration 14Q (122846.710000 sec): 3 clusters
  Score: Raw -2155108.226797 + Penalty 3210.105028 = -2151898.121769
  nChanged 750
		SP:Iteration 15Q (122847.040000 sec): 3 clusters
  Score: Raw -2155548.482637 + Penalty 3210.105028 = -2152338.377609
  nChanged 818
		SP:Iteration 16Q (122847.260000 sec): 3 clusters
  Score: Raw -2156066.875148 + Penalty 3210.105028 = -2152856.770119
  nChanged 812
		SP:Iteration 17Q (122847.540000 sec): 3 clusters
  Score: Raw -2156575.034561 + Penalty 3210.105028 = -2153364.929532
  nChanged 764
		SP:Iteration 18Q (122847.780000 sec): 3 clusters
  Score: Raw -2157000.242043 + Penalty 3210.105028 = -2153790.137015
  nChanged 632
		SP:Iteration 19Q (122848.100000 sec): 3 clusters
  Score: Raw -2157303.530112 + Penalty 3210.105028 = -2154093.425084
  nChanged 488
		SP:Iteration 20F (122848.360000 sec): 3 clusters
  Score: Raw -2157518.657462 + Penalty 3210.105028 = -2154308.552433
  nChanged 402
		SP:Iteration 21Q (122848.660000 sec): 3 clusters
  Score: Raw -2157681.493730 + Penalty 3210.105028 = -2154471.388702
  nChanged 338
		SP:Iteration 22Q (122848.960000 sec): 3 clusters
  Score: Raw -2157815.081496 + Penalty 3210.105028 = -2154604.976468
  nChanged 339
		SP:Iteration 23Q (122849.270000 sec): 3 clusters
  Score: Raw -2157949.194446 + Penalty 3210.105028 = -2154739.089418
  nChanged 315
		SP:Iteration 24Q (122849.540000 sec): 3 clusters
  Score: Raw -2158078.921347 + Penalty 3210.105028 = -2154868.816319
  nChanged 320
		SP:Iteration 25Q (122849.850000 sec): 3 clusters
  Score: Raw -2158223.620190 + Penalty 3210.105028 = -2155013.515161
  nChanged 334
		SP:Iteration 26Q (122850.090000 sec): 3 clusters
  Score: Raw -2158392.959786 + Penalty 3210.105028 = -2155182.854758
  nChanged 320
		SP:Iteration 27Q (122850.360000 sec): 3 clusters
  Score: Raw -2158558.856088 + Penalty 3210.105028 = -2155348.751059
  nChanged 323
		SP:Iteration 28Q (122850.670000 sec): 3 clusters
  Score: Raw -2158747.207125 + Penalty 3210.105028 = -2155537.102097
  nChanged 319
		SP:Iteration 29Q (122851.000000 sec): 3 clusters
  Score: Raw -2158951.853786 + Penalty 3210.105028 = -2155741.748757
  nChanged 290
		SP:Iteration 30Q (122851.280000 sec): 3 clusters
  Score: Raw -2159159.321382 + Penalty 3210.105028 = -2155949.216354
  nChanged 258
		SP:Iteration 31Q (122851.570000 sec): 3 clusters
  Score: Raw -2159365.011784 + Penalty 3210.105028 = -2156154.906756
  nChanged 231
		SP:Iteration 32Q (122851.880000 sec): 3 clusters
  Score: Raw -2159554.391068 + Penalty 3210.105028 = -2156344.286039
  nChanged 188
		SP:Iteration 33Q (122852.120000 sec): 3 clusters
  Score: Raw -2159700.832081 + Penalty 3210.105028 = -2156490.727053
  nChanged 137
		SP:Iteration 34Q (122852.410000 sec): 3 clusters
  Score: Raw -2159808.189232 + Penalty 3210.105028 = -2156598.084204
  nChanged 100
		SP:Iteration 35Q (122852.690000 sec): 3 clusters
  Score: Raw -2159892.076553 + Penalty 3210.105028 = -2156681.971525
  nChanged 74
		SP:Iteration 36Q (122852.910000 sec): 3 clusters
  Score: Raw -2159966.292000 + Penalty 3210.105028 = -2156756.186971
  nChanged 54
		SP:Iteration 37Q (122853.210000 sec): 3 clusters
  Score: Raw -2160021.217751 + Penalty 3210.105028 = -2156811.112722
  nChanged 36
		SP:Iteration 38Q (122853.460000 sec): 3 clusters
  Score: Raw -2160063.662057 + Penalty 3210.105028 = -2156853.557028
  nChanged 26
		SP:Iteration 39Q (122853.720000 sec): 3 clusters
  Score: Raw -2160089.640231 + Penalty 3210.105028 = -2156879.535202
  nChanged 16
		SP:Iteration 40F (122854.020000 sec): 3 clusters
  Score: Raw -2160102.330936 + Penalty 3210.105028 = -2156892.225907
  nChanged 7
		SP:Iteration 41Q (122854.270000 sec): 3 clusters
  Score: Raw -2160109.259477 + Penalty 3210.105028 = -2156899.154449
  nChanged 7
		SP:Iteration 42Q (122854.560000 sec): 3 clusters
  Score: Raw -2160116.345372 + Penalty 3210.105028 = -2156906.240344
  nChanged 5
		SP:Iteration 43Q (122854.760000 sec): 3 clusters
  Score: Raw -2160124.218841 + Penalty 3210.105028 = -2156914.113813
  nChanged 7
		SP:Iteration 44Q (122855.060000 sec): 3 clusters
  Score: Raw -2160132.221878 + Penalty 3210.105028 = -2156922.116850
  nChanged 4
		SP:Iteration 45Q (122855.290000 sec): 3 clusters
  Score: Raw -2160135.806101 + Penalty 3210.105028 = -2156925.701073
  nChanged 1
		SP:Iteration 46Q (122855.530000 sec): 3 clusters
  Score: Raw -2160137.832123 + Penalty 3210.105028 = -2156927.727094
  nChanged 2
		SP:Iteration 47Q (122855.760000 sec): 3 clusters
  Score: Raw -2160139.791010 + Penalty 3210.105028 = -2156929.685982
  nChanged 3
		SP:Iteration 48Q (122856.050000 sec): 3 clusters
  Score: Raw -2160143.524125 + Penalty 3210.105028 = -2156933.419096
  nChanged 0
		SP:Iteration 49F (122856.310000 sec): 3 clusters
  Score: Raw -2160143.524125 + Penalty 3210.105028 = -2156933.419096
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122856.430000 sec): 2 clusters
  Score: Raw -394916.748127 + Penalty 1351.716328 = -393565.031799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122856.620000 sec): 3 clusters
  Score: Raw -392903.783864 + Penalty 2703.432657 = -390200.351208
  nChanged 1602
		SP:Iteration 1F (122856.840000 sec): 3 clusters
  Score: Raw -393904.511240 + Penalty 2703.432657 = -391201.078584
  nChanged 299
		SP:Iteration 2F (122857.050000 sec): 3 clusters
  Score: Raw -394150.146490 + Penalty 2703.432657 = -391446.713833
  nChanged 257
		SP:Iteration 3F (122857.250000 sec): 3 clusters
  Score: Raw -394370.394181 + Penalty 2703.432657 = -391666.961524
  nChanged 233
		SP:Iteration 4F (122857.500000 sec): 3 clusters
  Score: Raw -394570.851708 + Penalty 2703.432657 = -391867.419051
  nChanged 216
		SP:Iteration 5F (122857.690000 sec): 3 clusters
  Score: Raw -394757.265998 + Penalty 2703.432657 = -392053.833341
  nChanged 207
		SP:Iteration 6F (122857.940000 sec): 3 clusters
  Score: Raw -394955.511995 + Penalty 2703.432657 = -392252.079338
  nChanged 182
		SP:Iteration 7Q (122858.170000 sec): 3 clusters
  Score: Raw -395125.702022 + Penalty 2703.432657 = -392422.269365
  nChanged 160
		SP:Iteration 8Q (122858.370000 sec): 3 clusters
  Score: Raw -395292.690895 + Penalty 2703.432657 = -392589.258238
  nChanged 130
		SP:Iteration 9Q (122858.530000 sec): 3 clusters
  Score: Raw -395401.021627 + Penalty 2703.432657 = -392697.588971
  nChanged 102
		SP:Iteration 10Q (122858.710000 sec): 3 clusters
  Score: Raw -395488.901665 + Penalty 2703.432657 = -392785.469008
  nChanged 88
		SP:Iteration 11Q (122858.910000 sec): 3 clusters
  Score: Raw -395559.045689 + Penalty 2703.432657 = -392855.613032
  nChanged 82
		SP:Iteration 12Q (122859.070000 sec): 3 clusters
  Score: Raw -395623.332773 + Penalty 2703.432657 = -392919.900117
  nChanged 64
		SP:Iteration 13Q (122859.250000 sec): 3 clusters
  Score: Raw -395669.049169 + Penalty 2703.432657 = -392965.616513
  nChanged 52
		SP:Iteration 14Q (122859.410000 sec): 3 clusters
  Score: Raw -395702.245030 + Penalty 2703.432657 = -392998.812373
  nChanged 49
		SP:Iteration 15Q (122859.610000 sec): 3 clusters
  Score: Raw -395728.303167 + Penalty 2703.432657 = -393024.870510
  nChanged 36
		SP:Iteration 16Q (122859.750000 sec): 3 clusters
  Score: Raw -395751.699220 + Penalty 2703.432657 = -393048.266563
  nChanged 39
		SP:Iteration 17Q (122859.910000 sec): 3 clusters
  Score: Raw -395776.085631 + Penalty 2703.432657 = -393072.652975
  nChanged 35
		SP:Iteration 18Q (122860.030000 sec): 3 clusters
  Score: Raw -395793.631661 + Penalty 2703.432657 = -393090.199004
  nChanged 22
		SP:Iteration 19Q (122860.210000 sec): 3 clusters
  Score: Raw -395802.562386 + Penalty 2703.432657 = -393099.129729
  nChanged 11
		SP:Iteration 20F (122860.390000 sec): 3 clusters
  Score: Raw -395806.837083 + Penalty 2703.432657 = -393103.404426
  nChanged 11
		SP:Iteration 21Q (122860.570000 sec): 3 clusters
  Score: Raw -395811.086189 + Penalty 2703.432657 = -393107.653532
  nChanged 8
		SP:Iteration 22Q (122860.740000 sec): 3 clusters
  Score: Raw -395813.410112 + Penalty 2703.432657 = -393109.977455
  nChanged 7
		SP:Iteration 23Q (122860.950000 sec): 3 clusters
  Score: Raw -395815.091139 + Penalty 2703.432657 = -393111.658482
  nChanged 5
		SP:Iteration 24Q (122861.080000 sec): 3 clusters
  Score: Raw -395816.652541 + Penalty 2703.432657 = -393113.219884
  nChanged 0
		SP:Iteration 25F (122861.270000 sec): 3 clusters
  Score: Raw -395816.652541 + Penalty 2703.432657 = -393113.219884
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122861.410000 sec): 2 clusters
  Score: Raw -1209772.161650 + Penalty 1517.758447 = -1208254.403204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122861.650000 sec): 3 clusters
  Score: Raw -1203191.565764 + Penalty 3035.516893 = -1200156.048871
  nChanged 4980
		SP:Iteration 1F (122861.860000 sec): 3 clusters
  Score: Raw -1205911.471822 + Penalty 3035.516893 = -1202875.954929
  nChanged 719
		SP:Iteration 2F (122862.110000 sec): 3 clusters
  Score: Raw -1206257.622737 + Penalty 3035.516893 = -1203222.105844
  nChanged 679
		SP:Iteration 3F (122862.290000 sec): 3 clusters
  Score: Raw -1206616.633788 + Penalty 3035.516893 = -1203581.116895
  nChanged 646
		SP:Iteration 4F (122862.530000 sec): 3 clusters
  Score: Raw -1207028.181238 + Penalty 3035.516893 = -1203992.664345
  nChanged 732
		SP:Iteration 5F (122862.730000 sec): 3 clusters
  Score: Raw -1207583.371923 + Penalty 3035.516893 = -1204547.855030
  nChanged 730
		SP:Iteration 6F (122862.970000 sec): 3 clusters
  Score: Raw -1208237.255897 + Penalty 3035.516893 = -1205201.739003
  nChanged 722
		SP:Iteration 7F (122863.220000 sec): 3 clusters
  Score: Raw -1208824.900928 + Penalty 3035.516893 = -1205789.384035
  nChanged 569
		SP:Iteration 8Q (122863.420000 sec): 3 clusters
  Score: Raw -1209199.905260 + Penalty 3035.516893 = -1206164.388367
  nChanged 430
		SP:Iteration 9Q (122863.590000 sec): 3 clusters
  Score: Raw -1209423.084793 + Penalty 3035.516893 = -1206387.567900
  nChanged 295
		SP:Iteration 10Q (122863.840000 sec): 3 clusters
  Score: Raw -1209540.287391 + Penalty 3035.516893 = -1206504.770498
  nChanged 190
		SP:Iteration 11Q (122864.060000 sec): 3 clusters
  Score: Raw -1209600.844297 + Penalty 3035.516893 = -1206565.327404
  nChanged 121
		SP:Iteration 12Q (122864.340000 sec): 3 clusters
  Score: Raw -1209634.479120 + Penalty 3035.516893 = -1206598.962227
  nChanged 106
		SP:Iteration 13Q (122864.550000 sec): 3 clusters
  Score: Raw -1209661.872688 + Penalty 3035.516893 = -1206626.355795
  nChanged 76
		SP:Iteration 14Q (122864.810000 sec): 3 clusters
  Score: Raw -1209678.866243 + Penalty 3035.516893 = -1206643.349350
  nChanged 66
		SP:Iteration 15Q (122865.030000 sec): 3 clusters
  Score: Raw -1209691.671907 + Penalty 3035.516893 = -1206656.155014
  nChanged 58
		SP:Iteration 16Q (122865.260000 sec): 3 clusters
  Score: Raw -1209703.579136 + Penalty 3035.516893 = -1206668.062243
  nChanged 51
		SP:Iteration 17Q (122865.480000 sec): 3 clusters
  Score: Raw -1209714.881802 + Penalty 3035.516893 = -1206679.364909
  nChanged 46
		SP:Iteration 18Q (122865.730000 sec): 3 clusters
  Score: Raw -1209725.452641 + Penalty 3035.516893 = -1206689.935748
  nChanged 59
		SP:Iteration 19Q (122865.990000 sec): 3 clusters
  Score: Raw -1209740.379294 + Penalty 3035.516893 = -1206704.862401
  nChanged 64
		SP:Iteration 20F (122866.200000 sec): 3 clusters
  Score: Raw -1209756.514425 + Penalty 3035.516893 = -1206720.997532
  nChanged 58
		SP:Iteration 21Q (122866.420000 sec): 3 clusters
  Score: Raw -1209769.760209 + Penalty 3035.516893 = -1206734.243316
  nChanged 44
		SP:Iteration 22Q (122866.720000 sec): 3 clusters
  Score: Raw -1209778.393413 + Penalty 3035.516893 = -1206742.876520
  nChanged 46
		SP:Iteration 23Q (122866.950000 sec): 3 clusters
  Score: Raw -1209789.223264 + Penalty 3035.516893 = -1206753.706371
  nChanged 47
		SP:Iteration 24Q (122867.190000 sec): 3 clusters
  Score: Raw -1209800.913273 + Penalty 3035.516893 = -1206765.396380
  nChanged 46
		SP:Iteration 25Q (122867.420000 sec): 3 clusters
  Score: Raw -1209812.807857 + Penalty 3035.516893 = -1206777.290964
  nChanged 47
		SP:Iteration 26Q (122867.700000 sec): 3 clusters
  Score: Raw -1209824.602289 + Penalty 3035.516893 = -1206789.085396
  nChanged 49
		SP:Iteration 27Q (122867.960000 sec): 3 clusters
  Score: Raw -1209840.079367 + Penalty 3035.516893 = -1206804.562474
  nChanged 53
		SP:Iteration 28Q (122868.200000 sec): 3 clusters
  Score: Raw -1209854.309032 + Penalty 3035.516893 = -1206818.792138
  nChanged 48
		SP:Iteration 29Q (122868.500000 sec): 3 clusters
  Score: Raw -1209864.491058 + Penalty 3035.516893 = -1206828.974165
  nChanged 43
		SP:Iteration 30Q (122868.760000 sec): 3 clusters
  Score: Raw -1209873.001449 + Penalty 3035.516893 = -1206837.484556
  nChanged 36
		SP:Iteration 31Q (122868.990000 sec): 3 clusters
  Score: Raw -1209880.091577 + Penalty 3035.516893 = -1206844.574684
  nChanged 38
		SP:Iteration 32Q (122869.230000 sec): 3 clusters
  Score: Raw -1209885.976801 + Penalty 3035.516893 = -1206850.459908
  nChanged 26
		SP:Iteration 33Q (122869.470000 sec): 3 clusters
  Score: Raw -1209889.685604 + Penalty 3035.516893 = -1206854.168711
  nChanged 26
		SP:Iteration 34Q (122869.720000 sec): 3 clusters
  Score: Raw -1209892.971965 + Penalty 3035.516893 = -1206857.455072
  nChanged 21
		SP:Iteration 35Q (122869.980000 sec): 3 clusters
  Score: Raw -1209896.142531 + Penalty 3035.516893 = -1206860.625638
  nChanged 25
		SP:Iteration 36Q (122870.230000 sec): 3 clusters
  Score: Raw -1209899.024057 + Penalty 3035.516893 = -1206863.507164
  nChanged 13
		SP:Iteration 37Q (122870.500000 sec): 3 clusters
  Score: Raw -1209900.659812 + Penalty 3035.516893 = -1206865.142918
  nChanged 21
		SP:Iteration 38Q (122870.730000 sec): 3 clusters
  Score: Raw -1209904.893901 + Penalty 3035.516893 = -1206869.377008
  nChanged 27
		SP:Iteration 39Q (122871.010000 sec): 3 clusters
  Score: Raw -1209909.848086 + Penalty 3035.516893 = -1206874.331193
  nChanged 26
		SP:Iteration 40F (122871.230000 sec): 3 clusters
  Score: Raw -1209914.315527 + Penalty 3035.516893 = -1206878.798634
  nChanged 27
		SP:Iteration 41Q (122871.470000 sec): 3 clusters
  Score: Raw -1209918.436235 + Penalty 3035.516893 = -1206882.919342
  nChanged 27
		SP:Iteration 42Q (122871.720000 sec): 3 clusters
  Score: Raw -1209921.937123 + Penalty 3035.516893 = -1206886.420229
  nChanged 21
		SP:Iteration 43Q (122871.970000 sec): 3 clusters
  Score: Raw -1209925.085476 + Penalty 3035.516893 = -1206889.568583
  nChanged 22
		SP:Iteration 44Q (122872.220000 sec): 3 clusters
  Score: Raw -1209928.111861 + Penalty 3035.516893 = -1206892.594968
  nChanged 20
		SP:Iteration 45Q (122872.430000 sec): 3 clusters
  Score: Raw -1209932.526351 + Penalty 3035.516893 = -1206897.009458
  nChanged 24
		SP:Iteration 46Q (122872.620000 sec): 3 clusters
  Score: Raw -1209936.790738 + Penalty 3035.516893 = -1206901.273845
  nChanged 26
		SP:Iteration 47Q (122872.880000 sec): 3 clusters
  Score: Raw -1209940.752222 + Penalty 3035.516893 = -1206905.235329
  nChanged 23
		SP:Iteration 48Q (122873.070000 sec): 3 clusters
  Score: Raw -1209943.889929 + Penalty 3035.516893 = -1206908.373036
  nChanged 23
		SP:Iteration 49Q (122873.290000 sec): 3 clusters
  Score: Raw -1209947.020874 + Penalty 3035.516893 = -1206911.503981
  nChanged 21
		SP:Iteration 50Q (122873.510000 sec): 3 clusters
  Score: Raw -1209949.796155 + Penalty 3035.516893 = -1206914.279262
  nChanged 18
		SP:Iteration 51Q (122873.780000 sec): 3 clusters
  Score: Raw -1209952.234524 + Penalty 3035.516893 = -1206916.717631
  nChanged 18
		SP:Iteration 52Q (122874.020000 sec): 3 clusters
  Score: Raw -1209954.498043 + Penalty 3035.516893 = -1206918.981150
  nChanged 19
		SP:Iteration 53Q (122874.270000 sec): 3 clusters
  Score: Raw -1209956.945693 + Penalty 3035.516893 = -1206921.428800
  nChanged 20
		SP:Iteration 54Q (122874.450000 sec): 3 clusters
  Score: Raw -1209959.421147 + Penalty 3035.516893 = -1206923.904254
  nChanged 23
		SP:Iteration 55Q (122874.670000 sec): 3 clusters
  Score: Raw -1209963.184600 + Penalty 3035.516893 = -1206927.667707
  nChanged 32
		SP:Iteration 56Q (122874.950000 sec): 3 clusters
  Score: Raw -1209968.592208 + Penalty 3035.516893 = -1206933.075315
  nChanged 28
		SP:Iteration 57Q (122875.120000 sec): 3 clusters
  Score: Raw -1209974.085744 + Penalty 3035.516893 = -1206938.568851
  nChanged 33
		SP:Iteration 58Q (122875.350000 sec): 3 clusters
  Score: Raw -1209980.553995 + Penalty 3035.516893 = -1206945.037102
  nChanged 31
		SP:Iteration 59Q (122875.610000 sec): 3 clusters
  Score: Raw -1209986.314231 + Penalty 3035.516893 = -1206950.797338
  nChanged 28
		SP:Iteration 60F (122875.820000 sec): 3 clusters
  Score: Raw -1209990.491766 + Penalty 3035.516893 = -1206954.974873
  nChanged 28
		SP:Iteration 61Q (122876.050000 sec): 3 clusters
  Score: Raw -1209994.100283 + Penalty 3035.516893 = -1206958.583390
  nChanged 27
		SP:Iteration 62Q (122876.240000 sec): 3 clusters
  Score: Raw -1209998.141843 + Penalty 3035.516893 = -1206962.624950
  nChanged 23
		SP:Iteration 63Q (122876.480000 sec): 3 clusters
  Score: Raw -1210001.742067 + Penalty 3035.516893 = -1206966.225174
  nChanged 24
		SP:Iteration 64Q (122876.680000 sec): 3 clusters
  Score: Raw -1210006.234128 + Penalty 3035.516893 = -1206970.717235
  nChanged 33
		SP:Iteration 65Q (122876.930000 sec): 3 clusters
  Score: Raw -1210011.488690 + Penalty 3035.516893 = -1206975.971797
  nChanged 30
		SP:Iteration 66Q (122877.110000 sec): 3 clusters
  Score: Raw -1210016.936240 + Penalty 3035.516893 = -1206981.419347
  nChanged 29
		SP:Iteration 67Q (122877.370000 sec): 3 clusters
  Score: Raw -1210021.593776 + Penalty 3035.516893 = -1206986.076883
  nChanged 23
		SP:Iteration 68Q (122877.600000 sec): 3 clusters
  Score: Raw -1210025.578679 + Penalty 3035.516893 = -1206990.061786
  nChanged 23
		SP:Iteration 69Q (122877.840000 sec): 3 clusters
  Score: Raw -1210029.529208 + Penalty 3035.516893 = -1206994.012315
  nChanged 31
		SP:Iteration 70Q (122878.070000 sec): 3 clusters
  Score: Raw -1210035.222126 + Penalty 3035.516893 = -1206999.705233
  nChanged 41
		SP:Iteration 71Q (122878.330000 sec): 3 clusters
  Score: Raw -1210044.519994 + Penalty 3035.516893 = -1207009.003101
  nChanged 44
		SP:Iteration 72Q (122878.620000 sec): 3 clusters
  Score: Raw -1210054.080791 + Penalty 3035.516893 = -1207018.563898
  nChanged 40
		SP:Iteration 73Q (122878.910000 sec): 3 clusters
  Score: Raw -1210062.197196 + Penalty 3035.516893 = -1207026.680303
  nChanged 45
		SP:Iteration 74Q (122879.150000 sec): 3 clusters
  Score: Raw -1210070.849568 + Penalty 3035.516893 = -1207035.332675
  nChanged 43
		SP:Iteration 75Q (122879.410000 sec): 3 clusters
  Score: Raw -1210081.327015 + Penalty 3035.516893 = -1207045.810122
  nChanged 39
		SP:Iteration 76Q (122879.670000 sec): 3 clusters
  Score: Raw -1210087.896476 + Penalty 3035.516893 = -1207052.379583
  nChanged 27
		SP:Iteration 77Q (122879.870000 sec): 3 clusters
  Score: Raw -1210091.658017 + Penalty 3035.516893 = -1207056.141124
  nChanged 25
		SP:Iteration 78Q (122880.170000 sec): 3 clusters
  Score: Raw -1210096.278897 + Penalty 3035.516893 = -1207060.762004
  nChanged 23
		SP:Iteration 79Q (122880.330000 sec): 3 clusters
  Score: Raw -1210100.832642 + Penalty 3035.516893 = -1207065.315749
  nChanged 26
		SP:Iteration 80F (122880.550000 sec): 3 clusters
  Score: Raw -1210105.953621 + Penalty 3035.516893 = -1207070.436728
  nChanged 30
		SP:Iteration 81Q (122880.790000 sec): 3 clusters
  Score: Raw -1210111.176937 + Penalty 3035.516893 = -1207075.660044
  nChanged 23
		SP:Iteration 82Q (122881.030000 sec): 3 clusters
  Score: Raw -1210114.112960 + Penalty 3035.516893 = -1207078.596067
  nChanged 9
		SP:Iteration 83Q (122881.230000 sec): 3 clusters
  Score: Raw -1210115.121351 + Penalty 3035.516893 = -1207079.604458
  nChanged 4
		SP:Iteration 84Q (122881.480000 sec): 3 clusters
  Score: Raw -1210115.547650 + Penalty 3035.516893 = -1207080.030757
  nChanged 2
		SP:Iteration 85Q (122881.750000 sec): 3 clusters
  Score: Raw -1210115.706041 + Penalty 3035.516893 = -1207080.189148
  nChanged 5
		SP:Iteration 86Q (122882.050000 sec): 3 clusters
  Score: Raw -1210116.233671 + Penalty 3035.516893 = -1207080.716778
  nChanged 4
		SP:Iteration 87Q (122882.300000 sec): 3 clusters
  Score: Raw -1210116.645660 + Penalty 3035.516893 = -1207081.128767
  nChanged 2
		SP:Iteration 88Q (122882.540000 sec): 3 clusters
  Score: Raw -1210116.813230 + Penalty 3035.516893 = -1207081.296337
  nChanged 4
		SP:Iteration 89Q (122882.780000 sec): 3 clusters
  Score: Raw -1210117.190860 + Penalty 3035.516893 = -1207081.673967
  nChanged 3
		SP:Iteration 90Q (122883.060000 sec): 3 clusters
  Score: Raw -1210117.510739 + Penalty 3035.516893 = -1207081.993846
  nChanged 3
		SP:Iteration 91Q (122883.260000 sec): 3 clusters
  Score: Raw -1210117.655674 + Penalty 3035.516893 = -1207082.138781
  nChanged 2
		SP:Iteration 92Q (122883.490000 sec): 3 clusters
  Score: Raw -1210117.743261 + Penalty 3035.516893 = -1207082.226368
  nChanged 1
		SP:Iteration 93Q (122883.750000 sec): 3 clusters
  Score: Raw -1210117.808229 + Penalty 3035.516893 = -1207082.291336
  nChanged 1
		SP:Iteration 94Q (122883.990000 sec): 3 clusters
  Score: Raw -1210117.841874 + Penalty 3035.516893 = -1207082.324981
  nChanged 0
		SP:Iteration 95F (122884.240000 sec): 3 clusters
  Score: Raw -1210117.841874 + Penalty 3035.516893 = -1207082.324981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122884.350000 sec): 2 clusters
  Score: Raw -493048.565302 + Penalty 1365.872199 = -491682.693103
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122884.540000 sec): 3 clusters
  Score: Raw -490748.548020 + Penalty 2731.744397 = -488016.803623
  nChanged 1790
		SP:Iteration 1F (122884.750000 sec): 3 clusters
  Score: Raw -491749.987853 + Penalty 2731.744397 = -489018.243456
  nChanged 306
		SP:Iteration 2F (122884.950000 sec): 3 clusters
  Score: Raw -491907.655715 + Penalty 2731.744397 = -489175.911318
  nChanged 223
		SP:Iteration 3Q (122885.120000 sec): 3 clusters
  Score: Raw -492017.373622 + Penalty 2731.744397 = -489285.629225
  nChanged 175
		SP:Iteration 4Q (122885.290000 sec): 3 clusters
  Score: Raw -492097.599570 + Penalty 2731.744397 = -489365.855173
  nChanged 144
		SP:Iteration 5Q (122885.500000 sec): 3 clusters
  Score: Raw -492162.984038 + Penalty 2731.744397 = -489431.239641
  nChanged 100
		SP:Iteration 6Q (122885.690000 sec): 3 clusters
  Score: Raw -492198.742963 + Penalty 2731.744397 = -489466.998566
  nChanged 86
		SP:Iteration 7Q (122885.890000 sec): 3 clusters
  Score: Raw -492228.085911 + Penalty 2731.744397 = -489496.341514
  nChanged 71
		SP:Iteration 8Q (122886.060000 sec): 3 clusters
  Score: Raw -492253.017851 + Penalty 2731.744397 = -489521.273454
  nChanged 66
		SP:Iteration 9Q (122886.270000 sec): 3 clusters
  Score: Raw -492271.931666 + Penalty 2731.744397 = -489540.187269
  nChanged 61
		SP:Iteration 10Q (122886.470000 sec): 3 clusters
  Score: Raw -492290.282991 + Penalty 2731.744397 = -489558.538594
  nChanged 44
		SP:Iteration 11Q (122886.610000 sec): 3 clusters
  Score: Raw -492302.000519 + Penalty 2731.744397 = -489570.256121
  nChanged 32
		SP:Iteration 12Q (122886.780000 sec): 3 clusters
  Score: Raw -492311.584892 + Penalty 2731.744397 = -489579.840495
  nChanged 20
		SP:Iteration 13Q (122886.970000 sec): 3 clusters
  Score: Raw -492317.577023 + Penalty 2731.744397 = -489585.832625
  nChanged 25
		SP:Iteration 14Q (122887.170000 sec): 3 clusters
  Score: Raw -492325.242830 + Penalty 2731.744397 = -489593.498433
  nChanged 31
		SP:Iteration 15Q (122887.390000 sec): 3 clusters
  Score: Raw -492334.778553 + Penalty 2731.744397 = -489603.034156
  nChanged 31
		SP:Iteration 16Q (122887.590000 sec): 3 clusters
  Score: Raw -492344.372006 + Penalty 2731.744397 = -489612.627609
  nChanged 35
		SP:Iteration 17Q (122887.830000 sec): 3 clusters
  Score: Raw -492356.024406 + Penalty 2731.744397 = -489624.280009
  nChanged 33
		SP:Iteration 18Q (122888.030000 sec): 3 clusters
  Score: Raw -492366.862210 + Penalty 2731.744397 = -489635.117813
  nChanged 39
		SP:Iteration 19Q (122888.210000 sec): 3 clusters
  Score: Raw -492378.331219 + Penalty 2731.744397 = -489646.586822
  nChanged 32
		SP:Iteration 20F (122888.410000 sec): 3 clusters
  Score: Raw -492390.972768 + Penalty 2731.744397 = -489659.228371
  nChanged 41
		SP:Iteration 21Q (122888.630000 sec): 3 clusters
  Score: Raw -492408.460359 + Penalty 2731.744397 = -489676.715962
  nChanged 42
		SP:Iteration 22Q (122888.830000 sec): 3 clusters
  Score: Raw -492422.009087 + Penalty 2731.744397 = -489690.264690
  nChanged 33
		SP:Iteration 23Q (122889.010000 sec): 3 clusters
  Score: Raw -492433.364063 + Penalty 2731.744397 = -489701.619665
  nChanged 45
		SP:Iteration 24Q (122889.230000 sec): 3 clusters
  Score: Raw -492452.210252 + Penalty 2731.744397 = -489720.465854
  nChanged 55
		SP:Iteration 25Q (122889.420000 sec): 3 clusters
  Score: Raw -492477.108355 + Penalty 2731.744397 = -489745.363958
  nChanged 58
		SP:Iteration 26Q (122889.610000 sec): 3 clusters
  Score: Raw -492501.926709 + Penalty 2731.744397 = -489770.182312
  nChanged 55
		SP:Iteration 27Q (122889.810000 sec): 3 clusters
  Score: Raw -492528.467289 + Penalty 2731.744397 = -489796.722892
  nChanged 61
		SP:Iteration 28Q (122889.980000 sec): 3 clusters
  Score: Raw -492556.984379 + Penalty 2731.744397 = -489825.239982
  nChanged 60
		SP:Iteration 29Q (122890.210000 sec): 3 clusters
  Score: Raw -492589.243865 + Penalty 2731.744397 = -489857.499468
  nChanged 65
		SP:Iteration 30Q (122890.400000 sec): 3 clusters
  Score: Raw -492620.409381 + Penalty 2731.744397 = -489888.664983
  nChanged 76
		SP:Iteration 31Q (122890.610000 sec): 3 clusters
  Score: Raw -492656.915895 + Penalty 2731.744397 = -489925.171498
  nChanged 56
		SP:Iteration 32Q (122890.810000 sec): 3 clusters
  Score: Raw -492682.728476 + Penalty 2731.744397 = -489950.984079
  nChanged 57
		SP:Iteration 33Q (122890.980000 sec): 3 clusters
  Score: Raw -492708.358343 + Penalty 2731.744397 = -489976.613945
  nChanged 62
		SP:Iteration 34Q (122891.210000 sec): 3 clusters
  Score: Raw -492737.841582 + Penalty 2731.744397 = -490006.097185
  nChanged 57
		SP:Iteration 35Q (122891.450000 sec): 3 clusters
  Score: Raw -492767.921199 + Penalty 2731.744397 = -490036.176801
  nChanged 63
		SP:Iteration 36Q (122891.670000 sec): 3 clusters
  Score: Raw -492800.112547 + Penalty 2731.744397 = -490068.368150
  nChanged 57
		SP:Iteration 37Q (122891.860000 sec): 3 clusters
  Score: Raw -492829.147722 + Penalty 2731.744397 = -490097.403325
  nChanged 50
		SP:Iteration 38Q (122892.060000 sec): 3 clusters
  Score: Raw -492852.257007 + Penalty 2731.744397 = -490120.512610
  nChanged 55
		SP:Iteration 39Q (122892.280000 sec): 3 clusters
  Score: Raw -492881.838320 + Penalty 2731.744397 = -490150.093923
  nChanged 53
		SP:Iteration 40F (122892.450000 sec): 3 clusters
  Score: Raw -492913.136270 + Penalty 2731.744397 = -490181.391873
  nChanged 51
		SP:Iteration 41Q (122892.650000 sec): 3 clusters
  Score: Raw -492939.556567 + Penalty 2731.744397 = -490207.812170
  nChanged 47
		SP:Iteration 42Q (122892.820000 sec): 3 clusters
  Score: Raw -492972.684738 + Penalty 2731.744397 = -490240.940341
  nChanged 56
		SP:Iteration 43Q (122893.030000 sec): 3 clusters
  Score: Raw -493007.847862 + Penalty 2731.744397 = -490276.103464
  nChanged 46
		SP:Iteration 44Q (122893.250000 sec): 3 clusters
  Score: Raw -493036.453348 + Penalty 2731.744397 = -490304.708951
  nChanged 35
		SP:Iteration 45Q (122893.450000 sec): 3 clusters
  Score: Raw -493061.095273 + Penalty 2731.744397 = -490329.350876
  nChanged 33
		SP:Iteration 46Q (122893.670000 sec): 3 clusters
  Score: Raw -493081.933554 + Penalty 2731.744397 = -490350.189157
  nChanged 35
		SP:Iteration 47Q (122893.860000 sec): 3 clusters
  Score: Raw -493100.392328 + Penalty 2731.744397 = -490368.647931
  nChanged 26
		SP:Iteration 48Q (122894.070000 sec): 3 clusters
  Score: Raw -493116.534558 + Penalty 2731.744397 = -490384.790161
  nChanged 18
		SP:Iteration 49Q (122894.270000 sec): 3 clusters
  Score: Raw -493126.879028 + Penalty 2731.744397 = -490395.134630
  nChanged 20
		SP:Iteration 50Q (122894.510000 sec): 3 clusters
  Score: Raw -493139.196682 + Penalty 2731.744397 = -490407.452284
  nChanged 20
		SP:Iteration 51Q (122894.690000 sec): 3 clusters
  Score: Raw -493151.461375 + Penalty 2731.744397 = -490419.716978
  nChanged 22
		SP:Iteration 52Q (122894.890000 sec): 3 clusters
  Score: Raw -493166.800317 + Penalty 2731.744397 = -490435.055919
  nChanged 18
		SP:Iteration 53Q (122895.070000 sec): 3 clusters
  Score: Raw -493179.739572 + Penalty 2731.744397 = -490447.995175
  nChanged 17
		SP:Iteration 54Q (122895.340000 sec): 3 clusters
  Score: Raw -493189.497159 + Penalty 2731.744397 = -490457.752762
  nChanged 8
		SP:Iteration 55Q (122895.500000 sec): 3 clusters
  Score: Raw -493193.545722 + Penalty 2731.744397 = -490461.801325
  nChanged 7
		SP:Iteration 56Q (122895.730000 sec): 3 clusters
  Score: Raw -493197.750868 + Penalty 2731.744397 = -490466.006471
  nChanged 5
		SP:Iteration 57Q (122895.960000 sec): 3 clusters
  Score: Raw -493201.212055 + Penalty 2731.744397 = -490469.467658
  nChanged 4
		SP:Iteration 58Q (122896.150000 sec): 3 clusters
  Score: Raw -493203.727134 + Penalty 2731.744397 = -490471.982737
  nChanged 1
		SP:Iteration 59Q (122896.350000 sec): 3 clusters
  Score: Raw -493203.992555 + Penalty 2731.744397 = -490472.248158
  nChanged 0
		SP:Iteration 60F (122896.550000 sec): 3 clusters
  Score: Raw -493203.992555 + Penalty 2731.744397 = -490472.248158
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122896.670000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122896.890000 sec): 3 clusters
  Score: Raw -428474.282418 + Penalty 2689.248883 = -425785.033535
  nChanged 1539
		SP:Iteration 1F (122897.090000 sec): 3 clusters
  Score: Raw -429349.903363 + Penalty 2689.248883 = -426660.654481
  nChanged 285
		SP:Iteration 2F (122897.250000 sec): 3 clusters
  Score: Raw -429502.885116 + Penalty 2689.248883 = -426813.636233
  nChanged 189
		SP:Iteration 3Q (122897.430000 sec): 3 clusters
  Score: Raw -429590.939498 + Penalty 2689.248883 = -426901.690615
  nChanged 147
		SP:Iteration 4Q (122897.620000 sec): 3 clusters
  Score: Raw -429662.796497 + Penalty 2689.248883 = -426973.547614
  nChanged 122
		SP:Iteration 5Q (122897.740000 sec): 3 clusters
  Score: Raw -429721.635980 + Penalty 2689.248883 = -427032.387098
  nChanged 110
		SP:Iteration 6Q (122897.860000 sec): 3 clusters
  Score: Raw -429763.118244 + Penalty 2689.248883 = -427073.869362
  nChanged 83
		SP:Iteration 7Q (122897.990000 sec): 3 clusters
  Score: Raw -429792.871926 + Penalty 2689.248883 = -427103.623044
  nChanged 54
		SP:Iteration 8Q (122898.160000 sec): 3 clusters
  Score: Raw -429811.517113 + Penalty 2689.248883 = -427122.268231
  nChanged 47
		SP:Iteration 9Q (122898.370000 sec): 3 clusters
  Score: Raw -429828.459525 + Penalty 2689.248883 = -427139.210643
  nChanged 43
		SP:Iteration 10Q (122898.550000 sec): 3 clusters
  Score: Raw -429844.884934 + Penalty 2689.248883 = -427155.636051
  nChanged 43
		SP:Iteration 11Q (122898.750000 sec): 3 clusters
  Score: Raw -429860.302864 + Penalty 2689.248883 = -427171.053981
  nChanged 46
		SP:Iteration 12Q (122898.920000 sec): 3 clusters
  Score: Raw -429878.346455 + Penalty 2689.248883 = -427189.097572
  nChanged 54
		SP:Iteration 13Q (122899.130000 sec): 3 clusters
  Score: Raw -429899.894297 + Penalty 2689.248883 = -427210.645415
  nChanged 48
		SP:Iteration 14Q (122899.240000 sec): 3 clusters
  Score: Raw -429917.399987 + Penalty 2689.248883 = -427228.151104
  nChanged 50
		SP:Iteration 15Q (122899.370000 sec): 3 clusters
  Score: Raw -429935.142680 + Penalty 2689.248883 = -427245.893798
  nChanged 45
		SP:Iteration 16Q (122899.580000 sec): 3 clusters
  Score: Raw -429950.947325 + Penalty 2689.248883 = -427261.698443
  nChanged 41
		SP:Iteration 17Q (122899.740000 sec): 3 clusters
  Score: Raw -429966.671490 + Penalty 2689.248883 = -427277.422608
  nChanged 40
		SP:Iteration 18Q (122899.920000 sec): 3 clusters
  Score: Raw -429981.285047 + Penalty 2689.248883 = -427292.036164
  nChanged 41
		SP:Iteration 19Q (122900.100000 sec): 3 clusters
  Score: Raw -429996.762259 + Penalty 2689.248883 = -427307.513376
  nChanged 41
		SP:Iteration 20F (122900.210000 sec): 3 clusters
  Score: Raw -430014.225132 + Penalty 2689.248883 = -427324.976249
  nChanged 58
		SP:Iteration 21Q (122900.340000 sec): 3 clusters
  Score: Raw -430039.796815 + Penalty 2689.248883 = -427350.547932
  nChanged 57
		SP:Iteration 22Q (122900.500000 sec): 3 clusters
  Score: Raw -430067.437810 + Penalty 2689.248883 = -427378.188928
  nChanged 72
		SP:Iteration 23Q (122900.690000 sec): 3 clusters
  Score: Raw -430108.514082 + Penalty 2689.248883 = -427419.265200
  nChanged 68
		SP:Iteration 24Q (122900.860000 sec): 3 clusters
  Score: Raw -430149.857821 + Penalty 2689.248883 = -427460.608938
  nChanged 76
		SP:Iteration 25Q (122901.040000 sec): 3 clusters
  Score: Raw -430203.249460 + Penalty 2689.248883 = -427514.000578
  nChanged 68
		SP:Iteration 26Q (122901.220000 sec): 3 clusters
  Score: Raw -430250.691787 + Penalty 2689.248883 = -427561.442905
  nChanged 79
		SP:Iteration 27Q (122901.420000 sec): 3 clusters
  Score: Raw -430309.903079 + Penalty 2689.248883 = -427620.654196
  nChanged 70
		SP:Iteration 28Q (122901.610000 sec): 3 clusters
  Score: Raw -430366.505425 + Penalty 2689.248883 = -427677.256542
  nChanged 64
		SP:Iteration 29Q (122901.840000 sec): 3 clusters
  Score: Raw -430421.975226 + Penalty 2689.248883 = -427732.726343
  nChanged 52
		SP:Iteration 30Q (122902.050000 sec): 3 clusters
  Score: Raw -430464.812755 + Penalty 2689.248883 = -427775.563872
  nChanged 47
		SP:Iteration 31Q (122902.260000 sec): 3 clusters
  Score: Raw -430501.208450 + Penalty 2689.248883 = -427811.959567
  nChanged 36
		SP:Iteration 32Q (122902.420000 sec): 3 clusters
  Score: Raw -430533.597786 + Penalty 2689.248883 = -427844.348903
  nChanged 33
		SP:Iteration 33Q (122902.560000 sec): 3 clusters
  Score: Raw -430563.020128 + Penalty 2689.248883 = -427873.771245
  nChanged 19
		SP:Iteration 34Q (122902.700000 sec): 3 clusters
  Score: Raw -430578.587098 + Penalty 2689.248883 = -427889.338216
  nChanged 15
		SP:Iteration 35Q (122902.880000 sec): 3 clusters
  Score: Raw -430592.275756 + Penalty 2689.248883 = -427903.026874
  nChanged 9
		SP:Iteration 36Q (122903.030000 sec): 3 clusters
  Score: Raw -430600.917264 + Penalty 2689.248883 = -427911.668382
  nChanged 7
		SP:Iteration 37Q (122903.230000 sec): 3 clusters
  Score: Raw -430610.237573 + Penalty 2689.248883 = -427920.988691
  nChanged 8
		SP:Iteration 38Q (122903.410000 sec): 3 clusters
  Score: Raw -430617.579430 + Penalty 2689.248883 = -427928.330548
  nChanged 11
		SP:Iteration 39Q (122903.590000 sec): 3 clusters
  Score: Raw -430629.273653 + Penalty 2689.248883 = -427940.024771
  nChanged 10
		SP:Iteration 40F (122903.740000 sec): 3 clusters
  Score: Raw -430638.565802 + Penalty 2689.248883 = -427949.316919
  nChanged 2
		SP:Iteration 41Q (122903.910000 sec): 3 clusters
  Score: Raw -430640.019986 + Penalty 2689.248883 = -427950.771104
  nChanged 1
		SP:Iteration 42Q (122904.140000 sec): 3 clusters
  Score: Raw -430641.694992 + Penalty 2689.248883 = -427952.446109
  nChanged 3
		SP:Iteration 43Q (122904.370000 sec): 3 clusters
  Score: Raw -430644.097526 + Penalty 2689.248883 = -427954.848643
  nChanged 4
		SP:Iteration 44Q (122904.550000 sec): 3 clusters
  Score: Raw -430648.077682 + Penalty 2689.248883 = -427958.828800
  nChanged 3
		SP:Iteration 45Q (122904.750000 sec): 3 clusters
  Score: Raw -430649.665077 + Penalty 2689.248883 = -427960.416194
  nChanged 0
		SP:Iteration 46F (122904.930000 sec): 3 clusters
  Score: Raw -430649.665077 + Penalty 2689.248883 = -427960.416194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (43199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122905.250000 sec): 2 clusters
  Score: Raw -4391613.816006 + Penalty 1734.455552 = -4389879.360454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122905.700000 sec): 3 clusters
  Score: Raw -4364431.701668 + Penalty 3468.911103 = -4360962.790565
  nChanged 20127
		SP:Iteration 1F (122906.090000 sec): 3 clusters
  Score: Raw -4375849.135789 + Penalty 3468.911103 = -4372380.224685
  nChanged 1888
		SP:Iteration 2Q (122906.450000 sec): 3 clusters
  Score: Raw -4376492.531299 + Penalty 3468.911103 = -4373023.620195
  nChanged 1868
		SP:Iteration 3Q (122906.820000 sec): 3 clusters
  Score: Raw -4377113.771120 + Penalty 3468.911103 = -4373644.860016
  nChanged 1824
		SP:Iteration 4Q (122907.250000 sec): 3 clusters
  Score: Raw -4377720.613648 + Penalty 3468.911103 = -4374251.702545
  nChanged 1842
		SP:Iteration 5Q (122907.620000 sec): 3 clusters
  Score: Raw -4378374.005682 + Penalty 3468.911103 = -4374905.094578
  nChanged 1879
		SP:Iteration 6Q (122908.040000 sec): 3 clusters
  Score: Raw -4379146.472334 + Penalty 3468.911103 = -4375677.561231
  nChanged 2002
		SP:Iteration 7Q (122908.430000 sec): 3 clusters
  Score: Raw -4380136.514020 + Penalty 3468.911103 = -4376667.602916
  nChanged 2175
		SP:Iteration 8F (122908.820000 sec): 3 clusters
  Score: Raw -4381532.135786 + Penalty 3468.911103 = -4378063.224683
  nChanged 2502
		SP:Iteration 9F (122909.210000 sec): 3 clusters
  Score: Raw -4383388.241941 + Penalty 3468.911103 = -4379919.330838
  nChanged 2442
		SP:Iteration 10F (122909.610000 sec): 3 clusters
  Score: Raw -4385295.266135 + Penalty 3468.911103 = -4381826.355032
  nChanged 2164
		SP:Iteration 11F (122909.980000 sec): 3 clusters
  Score: Raw -4386861.724720 + Penalty 3468.911103 = -4383392.813617
  nChanged 1723
		SP:Iteration 12Q (122910.310000 sec): 3 clusters
  Score: Raw -4387986.964527 + Penalty 3468.911103 = -4384518.053423
  nChanged 1359
		SP:Iteration 13Q (122910.740000 sec): 3 clusters
  Score: Raw -4388830.299958 + Penalty 3468.911103 = -4385361.388855
  nChanged 1142
		SP:Iteration 14Q (122911.070000 sec): 3 clusters
  Score: Raw -4389538.158297 + Penalty 3468.911103 = -4386069.247194
  nChanged 988
		SP:Iteration 15Q (122911.510000 sec): 3 clusters
  Score: Raw -4390154.812945 + Penalty 3468.911103 = -4386685.901841
  nChanged 857
		SP:Iteration 16Q (122911.870000 sec): 3 clusters
  Score: Raw -4390653.920325 + Penalty 3468.911103 = -4387185.009222
  nChanged 690
		SP:Iteration 17Q (122912.310000 sec): 3 clusters
  Score: Raw -4391017.756386 + Penalty 3468.911103 = -4387548.845282
  nChanged 571
		SP:Iteration 18Q (122912.720000 sec): 3 clusters
  Score: Raw -4391285.366064 + Penalty 3468.911103 = -4387816.454960
  nChanged 456
		SP:Iteration 19Q (122913.120000 sec): 3 clusters
  Score: Raw -4391495.364358 + Penalty 3468.911103 = -4388026.453255
  nChanged 351
		SP:Iteration 20F (122913.510000 sec): 3 clusters
  Score: Raw -4391652.941611 + Penalty 3468.911103 = -4388184.030507
  nChanged 318
		SP:Iteration 21Q (122913.940000 sec): 3 clusters
  Score: Raw -4391778.489549 + Penalty 3468.911103 = -4388309.578446
  nChanged 268
		SP:Iteration 22Q (122914.270000 sec): 3 clusters
  Score: Raw -4391874.994280 + Penalty 3468.911103 = -4388406.083177
  nChanged 214
		SP:Iteration 23Q (122914.600000 sec): 3 clusters
  Score: Raw -4391950.233570 + Penalty 3468.911103 = -4388481.322466
  nChanged 164
		SP:Iteration 24Q (122914.940000 sec): 3 clusters
  Score: Raw -4392002.604365 + Penalty 3468.911103 = -4388533.693261
  nChanged 151
		SP:Iteration 25Q (122915.310000 sec): 3 clusters
  Score: Raw -4392050.303485 + Penalty 3468.911103 = -4388581.392381
  nChanged 123
		SP:Iteration 26Q (122915.700000 sec): 3 clusters
  Score: Raw -4392087.076167 + Penalty 3468.911103 = -4388618.165064
  nChanged 108
		SP:Iteration 27Q (122916.060000 sec): 3 clusters
  Score: Raw -4392116.261258 + Penalty 3468.911103 = -4388647.350154
  nChanged 89
		SP:Iteration 28Q (122916.420000 sec): 3 clusters
  Score: Raw -4392139.951594 + Penalty 3468.911103 = -4388671.040490
  nChanged 77
		SP:Iteration 29Q (122916.800000 sec): 3 clusters
  Score: Raw -4392159.496976 + Penalty 3468.911103 = -4388690.585872
  nChanged 66
		SP:Iteration 30Q (122917.200000 sec): 3 clusters
  Score: Raw -4392176.377499 + Penalty 3468.911103 = -4388707.466395
  nChanged 50
		SP:Iteration 31Q (122917.530000 sec): 3 clusters
  Score: Raw -4392185.776521 + Penalty 3468.911103 = -4388716.865418
  nChanged 32
		SP:Iteration 32Q (122917.840000 sec): 3 clusters
  Score: Raw -4392192.102078 + Penalty 3468.911103 = -4388723.190975
  nChanged 30
		SP:Iteration 33Q (122918.220000 sec): 3 clusters
  Score: Raw -4392197.458672 + Penalty 3468.911103 = -4388728.547569
  nChanged 23
		SP:Iteration 34Q (122918.630000 sec): 3 clusters
  Score: Raw -4392202.459982 + Penalty 3468.911103 = -4388733.548878
  nChanged 27
		SP:Iteration 35Q (122919.040000 sec): 3 clusters
  Score: Raw -4392207.287099 + Penalty 3468.911103 = -4388738.375995
  nChanged 17
		SP:Iteration 36Q (122919.380000 sec): 3 clusters
  Score: Raw -4392209.956891 + Penalty 3468.911103 = -4388741.045788
  nChanged 12
		SP:Iteration 37Q (122919.700000 sec): 3 clusters
  Score: Raw -4392211.922207 + Penalty 3468.911103 = -4388743.011103
  nChanged 9
		SP:Iteration 38Q (122920.140000 sec): 3 clusters
  Score: Raw -4392213.514720 + Penalty 3468.911103 = -4388744.603616
  nChanged 11
		SP:Iteration 39Q (122920.540000 sec): 3 clusters
  Score: Raw -4392215.370372 + Penalty 3468.911103 = -4388746.459269
  nChanged 10
		SP:Iteration 40F (122920.870000 sec): 3 clusters
  Score: Raw -4392217.435200 + Penalty 3468.911103 = -4388748.524097
  nChanged 9
		SP:Iteration 41Q (122921.180000 sec): 3 clusters
  Score: Raw -4392218.793392 + Penalty 3468.911103 = -4388749.882288
  nChanged 6
		SP:Iteration 42Q (122921.560000 sec): 3 clusters
  Score: Raw -4392219.921593 + Penalty 3468.911103 = -4388751.010489
  nChanged 3
		SP:Iteration 43Q (122921.880000 sec): 3 clusters
  Score: Raw -4392220.235497 + Penalty 3468.911103 = -4388751.324394
  nChanged 2
		SP:Iteration 44Q (122922.260000 sec): 3 clusters
  Score: Raw -4392220.440920 + Penalty 3468.911103 = -4388751.529817
  nChanged 1
		SP:Iteration 45Q (122922.590000 sec): 3 clusters
  Score: Raw -4392220.583083 + Penalty 3468.911103 = -4388751.671979
  nChanged 2
		SP:Iteration 46Q (122922.970000 sec): 3 clusters
  Score: Raw -4392220.800936 + Penalty 3468.911103 = -4388751.889833
  nChanged 1
		SP:Iteration 47Q (122923.340000 sec): 3 clusters
  Score: Raw -4392221.067941 + Penalty 3468.911103 = -4388752.156837
  nChanged 3
		SP:Iteration 48Q (122923.630000 sec): 3 clusters
  Score: Raw -4392221.460475 + Penalty 3468.911103 = -4388752.549371
  nChanged 2
		SP:Iteration 49Q (122923.950000 sec): 3 clusters
  Score: Raw -4392221.857014 + Penalty 3468.911103 = -4388752.945910
  nChanged 2
		SP:Iteration 50Q (122924.240000 sec): 3 clusters
  Score: Raw -4392222.085858 + Penalty 3468.911103 = -4388753.174754
  nChanged 2
		SP:Iteration 51Q (122924.560000 sec): 3 clusters
  Score: Raw -4392222.289648 + Penalty 3468.911103 = -4388753.378544
  nChanged 1
		SP:Iteration 52Q (122924.910000 sec): 3 clusters
  Score: Raw -4392222.446036 + Penalty 3468.911103 = -4388753.534933
  nChanged 1
		SP:Iteration 53Q (122925.250000 sec): 3 clusters
  Score: Raw -4392222.530016 + Penalty 3468.911103 = -4388753.618913
  nChanged 1
		SP:Iteration 54Q (122925.660000 sec): 3 clusters
  Score: Raw -4392222.612462 + Penalty 3468.911103 = -4388753.701359
  nChanged 1
		SP:Iteration 55Q (122926.030000 sec): 3 clusters
  Score: Raw -4392222.699881 + Penalty 3468.911103 = -4388753.788777
  nChanged 0
		SP:Iteration 56F (122926.420000 sec): 3 clusters
  Score: Raw -4392222.699881 + Penalty 3468.911103 = -4388753.788777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122926.520000 sec): 2 clusters
  Score: Raw -18278.484444 + Penalty 874.233320 = -17404.251124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122926.740000 sec): 3 clusters
  Score: Raw -18432.721083 + Penalty 1748.466640 = -16684.254443
  nChanged 29
		SP:Iteration 1F (122926.960000 sec): 3 clusters
  Score: Raw -18501.092159 + Penalty 1748.466640 = -16752.625519
  nChanged 10
		SP:Iteration 2Q (122927.130000 sec): 3 clusters
  Score: Raw -18536.445186 + Penalty 1748.466640 = -16787.978546
  nChanged 7
		SP:Iteration 3Q (122927.350000 sec): 3 clusters
  Score: Raw -18566.458111 + Penalty 1748.466640 = -16817.991471
  nChanged 4
		SP:Iteration 4Q (122927.590000 sec): 3 clusters
  Score: Raw -18603.457328 + Penalty 1748.466640 = -16854.990688
  nChanged 4
		SP:Iteration 5Q (122927.770000 sec): 3 clusters
  Score: Raw -18655.613491 + Penalty 1748.466640 = -16907.146851
  nChanged 7
		SP:Iteration 6Q (122927.940000 sec): 3 clusters
  Score: Raw -18703.684622 + Penalty 1748.466640 = -16955.217982
  nChanged 3
		SP:Iteration 7Q (122928.170000 sec): 3 clusters
  Score: Raw -18717.105934 + Penalty 1748.466640 = -16968.639294
  nChanged 1
		SP:Iteration 8Q (122928.340000 sec): 3 clusters
  Score: Raw -18735.551755 + Penalty 1748.466640 = -16987.085115
  nChanged 1
		SP:Iteration 9Q (122928.580000 sec): 3 clusters
  Score: Raw -18747.759197 + Penalty 1748.466640 = -16999.292557
  nChanged 0
		SP:Iteration 10F (122928.730000 sec): 3 clusters
  Score: Raw -18747.759197 + Penalty 1748.466640 = -16999.292557
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122928.880000 sec): 2 clusters
  Score: Raw -847510.711048 + Penalty 1463.078853 = -846047.632195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122929.110000 sec): 3 clusters
  Score: Raw -843040.374208 + Penalty 2926.157707 = -840114.216501
  nChanged 3439
		SP:Iteration 1F (122929.340000 sec): 3 clusters
  Score: Raw -844859.467296 + Penalty 2926.157707 = -841933.309589
  nChanged 506
		SP:Iteration 2F (122929.590000 sec): 3 clusters
  Score: Raw -845111.344829 + Penalty 2926.157707 = -842185.187122
  nChanged 445
		SP:Iteration 3F (122929.860000 sec): 3 clusters
  Score: Raw -845331.796376 + Penalty 2926.157707 = -842405.638669
  nChanged 419
		SP:Iteration 4F (122930.090000 sec): 3 clusters
  Score: Raw -845568.793073 + Penalty 2926.157707 = -842642.635366
  nChanged 407
		SP:Iteration 5F (122930.330000 sec): 3 clusters
  Score: Raw -845804.207790 + Penalty 2926.157707 = -842878.050084
  nChanged 406
		SP:Iteration 6Q (122930.510000 sec): 3 clusters
  Score: Raw -846030.163433 + Penalty 2926.157707 = -843104.005726
  nChanged 358
		SP:Iteration 7Q (122930.740000 sec): 3 clusters
  Score: Raw -846246.023726 + Penalty 2926.157707 = -843319.866019
  nChanged 342
		SP:Iteration 8Q (122931.000000 sec): 3 clusters
  Score: Raw -846462.334467 + Penalty 2926.157707 = -843536.176760
  nChanged 324
		SP:Iteration 9Q (122931.180000 sec): 3 clusters
  Score: Raw -846672.708889 + Penalty 2926.157707 = -843746.551182
  nChanged 310
		SP:Iteration 10Q (122931.350000 sec): 3 clusters
  Score: Raw -846895.826010 + Penalty 2926.157707 = -843969.668303
  nChanged 272
		SP:Iteration 11Q (122931.540000 sec): 3 clusters
  Score: Raw -847102.743927 + Penalty 2926.157707 = -844176.586220
  nChanged 199
		SP:Iteration 12Q (122931.750000 sec): 3 clusters
  Score: Raw -847254.215487 + Penalty 2926.157707 = -844328.057780
  nChanged 162
		SP:Iteration 13Q (122932.000000 sec): 3 clusters
  Score: Raw -847377.656521 + Penalty 2926.157707 = -844451.498814
  nChanged 115
		SP:Iteration 14Q (122932.180000 sec): 3 clusters
  Score: Raw -847465.576502 + Penalty 2926.157707 = -844539.418795
  nChanged 95
		SP:Iteration 15Q (122932.360000 sec): 3 clusters
  Score: Raw -847542.018417 + Penalty 2926.157707 = -844615.860710
  nChanged 64
		SP:Iteration 16Q (122932.550000 sec): 3 clusters
  Score: Raw -847594.368794 + Penalty 2926.157707 = -844668.211087
  nChanged 55
		SP:Iteration 17Q (122932.800000 sec): 3 clusters
  Score: Raw -847647.493906 + Penalty 2926.157707 = -844721.336199
  nChanged 29
		SP:Iteration 18Q (122932.950000 sec): 3 clusters
  Score: Raw -847681.176834 + Penalty 2926.157707 = -844755.019127
  nChanged 32
		SP:Iteration 19Q (122933.150000 sec): 3 clusters
  Score: Raw -847710.121866 + Penalty 2926.157707 = -844783.964159
  nChanged 21
		SP:Iteration 20F (122933.360000 sec): 3 clusters
  Score: Raw -847732.737649 + Penalty 2926.157707 = -844806.579942
  nChanged 23
		SP:Iteration 21Q (122933.590000 sec): 3 clusters
  Score: Raw -847759.875093 + Penalty 2926.157707 = -844833.717386
  nChanged 20
		SP:Iteration 22Q (122933.790000 sec): 3 clusters
  Score: Raw -847788.198008 + Penalty 2926.157707 = -844862.040301
  nChanged 16
		SP:Iteration 23Q (122933.990000 sec): 3 clusters
  Score: Raw -847811.057133 + Penalty 2926.157707 = -844884.899427
  nChanged 17
		SP:Iteration 24Q (122934.230000 sec): 3 clusters
  Score: Raw -847831.487215 + Penalty 2926.157707 = -844905.329508
  nChanged 13
		SP:Iteration 25Q (122934.380000 sec): 3 clusters
  Score: Raw -847841.656770 + Penalty 2926.157707 = -844915.499063
  nChanged 8
		SP:Iteration 26Q (122934.580000 sec): 3 clusters
  Score: Raw -847845.924788 + Penalty 2926.157707 = -844919.767081
  nChanged 2
		SP:Iteration 27Q (122934.760000 sec): 3 clusters
  Score: Raw -847847.805872 + Penalty 2926.157707 = -844921.648165
  nChanged 3
		SP:Iteration 28Q (122934.990000 sec): 3 clusters
  Score: Raw -847850.399541 + Penalty 2926.157707 = -844924.241834
  nChanged 3
		SP:Iteration 29Q (122935.120000 sec): 3 clusters
  Score: Raw -847851.728829 + Penalty 2926.157707 = -844925.571122
  nChanged 1
		SP:Iteration 30Q (122935.330000 sec): 3 clusters
  Score: Raw -847852.232098 + Penalty 2926.157707 = -844926.074392
  nChanged 1
		SP:Iteration 31Q (122935.520000 sec): 3 clusters
  Score: Raw -847853.821185 + Penalty 2926.157707 = -844927.663478
  nChanged 2
		SP:Iteration 32Q (122935.730000 sec): 3 clusters
  Score: Raw -847855.693342 + Penalty 2926.157707 = -844929.535635
  nChanged 1
		SP:Iteration 33Q (122935.920000 sec): 3 clusters
  Score: Raw -847856.507690 + Penalty 2926.157707 = -844930.349983
  nChanged 0
		SP:Iteration 34F (122936.100000 sec): 3 clusters
  Score: Raw -847856.507690 + Penalty 2926.157707 = -844930.349983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122936.510000 sec): 2 clusters
  Score: Raw -7736358.497086 + Penalty 1824.809011 = -7734533.688075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122937.030000 sec): 3 clusters
  Score: Raw -7687653.613580 + Penalty 3649.618022 = -7684003.995558
  nChanged 36011
		SP:Iteration 1F (122937.520000 sec): 3 clusters
  Score: Raw -7708488.044039 + Penalty 3649.618022 = -7704838.426016
  nChanged 2705
		SP:Iteration 2Q (122938.040000 sec): 3 clusters
  Score: Raw -7709297.166057 + Penalty 3649.618022 = -7705647.548034
  nChanged 3039
		SP:Iteration 3Q (122938.520000 sec): 3 clusters
  Score: Raw -7710504.902612 + Penalty 3649.618022 = -7706855.284589
  nChanged 3437
		SP:Iteration 4Q (122939.020000 sec): 3 clusters
  Score: Raw -7712032.282087 + Penalty 3649.618022 = -7708382.664064
  nChanged 3701
		SP:Iteration 5Q (122939.500000 sec): 3 clusters
  Score: Raw -7713772.035790 + Penalty 3649.618022 = -7710122.417768
  nChanged 3917
		SP:Iteration 6F (122939.940000 sec): 3 clusters
  Score: Raw -7715617.376621 + Penalty 3649.618022 = -7711967.758599
  nChanged 3974
		SP:Iteration 7F (122940.390000 sec): 3 clusters
  Score: Raw -7717651.638530 + Penalty 3649.618022 = -7714002.020507
  nChanged 4096
		SP:Iteration 8F (122940.890000 sec): 3 clusters
  Score: Raw -7720049.883452 + Penalty 3649.618022 = -7716400.265429
  nChanged 4035
		SP:Iteration 9F (122941.340000 sec): 3 clusters
  Score: Raw -7722806.107599 + Penalty 3649.618022 = -7719156.489577
  nChanged 3720
		SP:Iteration 10Q (122941.880000 sec): 3 clusters
  Score: Raw -7725478.406677 + Penalty 3649.618022 = -7721828.788654
  nChanged 3149
		SP:Iteration 11Q (122942.370000 sec): 3 clusters
  Score: Raw -7727350.040889 + Penalty 3649.618022 = -7723700.422867
  nChanged 2325
		SP:Iteration 12Q (122942.790000 sec): 3 clusters
  Score: Raw -7728395.285428 + Penalty 3649.618022 = -7724745.667406
  nChanged 1789
		SP:Iteration 13Q (122943.210000 sec): 3 clusters
  Score: Raw -7729088.279916 + Penalty 3649.618022 = -7725438.661893
  nChanged 1650
		SP:Iteration 14Q (122943.580000 sec): 3 clusters
  Score: Raw -7729685.920149 + Penalty 3649.618022 = -7726036.302126
  nChanged 1582
		SP:Iteration 15Q (122944.080000 sec): 3 clusters
  Score: Raw -7730260.832712 + Penalty 3649.618022 = -7726611.214689
  nChanged 1573
		SP:Iteration 16Q (122944.540000 sec): 3 clusters
  Score: Raw -7730833.115853 + Penalty 3649.618022 = -7727183.497830
  nChanged 1594
		SP:Iteration 17Q (122944.940000 sec): 3 clusters
  Score: Raw -7731437.638953 + Penalty 3649.618022 = -7727788.020931
  nChanged 1579
		SP:Iteration 18Q (122945.390000 sec): 3 clusters
  Score: Raw -7732042.247201 + Penalty 3649.618022 = -7728392.629178
  nChanged 1534
		SP:Iteration 19Q (122945.840000 sec): 3 clusters
  Score: Raw -7732637.383914 + Penalty 3649.618022 = -7728987.765892
  nChanged 1448
		SP:Iteration 20F (122946.310000 sec): 3 clusters
  Score: Raw -7733214.403591 + Penalty 3649.618022 = -7729564.785569
  nChanged 1364
		SP:Iteration 21Q (122946.790000 sec): 3 clusters
  Score: Raw -7733764.340749 + Penalty 3649.618022 = -7730114.722727
  nChanged 1243
		SP:Iteration 22Q (122947.210000 sec): 3 clusters
  Score: Raw -7734277.065928 + Penalty 3649.618022 = -7730627.447906
  nChanged 1135
		SP:Iteration 23Q (122947.630000 sec): 3 clusters
  Score: Raw -7734751.386174 + Penalty 3649.618022 = -7731101.768152
  nChanged 1012
		SP:Iteration 24Q (122948.070000 sec): 3 clusters
  Score: Raw -7735191.911336 + Penalty 3649.618022 = -7731542.293314
  nChanged 868
		SP:Iteration 25Q (122948.550000 sec): 3 clusters
  Score: Raw -7735585.494724 + Penalty 3649.618022 = -7731935.876701
  nChanged 795
		SP:Iteration 26Q (122949.020000 sec): 3 clusters
  Score: Raw -7735968.775230 + Penalty 3649.618022 = -7732319.157207
  nChanged 660
		SP:Iteration 27Q (122949.520000 sec): 3 clusters
  Score: Raw -7736289.251500 + Penalty 3649.618022 = -7732639.633478
  nChanged 530
		SP:Iteration 28Q (122949.970000 sec): 3 clusters
  Score: Raw -7736530.193118 + Penalty 3649.618022 = -7732880.575096
  nChanged 391
		SP:Iteration 29Q (122950.420000 sec): 3 clusters
  Score: Raw -7736725.614318 + Penalty 3649.618022 = -7733075.996296
  nChanged 350
		SP:Iteration 30Q (122950.850000 sec): 3 clusters
  Score: Raw -7736908.166781 + Penalty 3649.618022 = -7733258.548759
  nChanged 305
		SP:Iteration 31Q (122951.290000 sec): 3 clusters
  Score: Raw -7737059.456536 + Penalty 3649.618022 = -7733409.838514
  nChanged 226
		SP:Iteration 32Q (122951.700000 sec): 3 clusters
  Score: Raw -7737171.126873 + Penalty 3649.618022 = -7733521.508850
  nChanged 171
		SP:Iteration 33Q (122952.170000 sec): 3 clusters
  Score: Raw -7737251.718958 + Penalty 3649.618022 = -7733602.100936
  nChanged 143
		SP:Iteration 34Q (122952.610000 sec): 3 clusters
  Score: Raw -7737325.343996 + Penalty 3649.618022 = -7733675.725974
  nChanged 110
		SP:Iteration 35Q (122953.010000 sec): 3 clusters
  Score: Raw -7737388.254798 + Penalty 3649.618022 = -7733738.636776
  nChanged 94
		SP:Iteration 36Q (122953.400000 sec): 3 clusters
  Score: Raw -7737437.580335 + Penalty 3649.618022 = -7733787.962313
  nChanged 72
		SP:Iteration 37Q (122953.800000 sec): 3 clusters
  Score: Raw -7737467.996193 + Penalty 3649.618022 = -7733818.378170
  nChanged 71
		SP:Iteration 38Q (122954.200000 sec): 3 clusters
  Score: Raw -7737493.609734 + Penalty 3649.618022 = -7733843.991711
  nChanged 58
		SP:Iteration 39Q (122954.570000 sec): 3 clusters
  Score: Raw -7737513.627478 + Penalty 3649.618022 = -7733864.009455
  nChanged 53
		SP:Iteration 40F (122955.050000 sec): 3 clusters
  Score: Raw -7737533.423503 + Penalty 3649.618022 = -7733883.805481
  nChanged 41
		SP:Iteration 41Q (122955.470000 sec): 3 clusters
  Score: Raw -7737548.145363 + Penalty 3649.618022 = -7733898.527341
  nChanged 25
		SP:Iteration 42Q (122955.860000 sec): 3 clusters
  Score: Raw -7737556.216488 + Penalty 3649.618022 = -7733906.598465
  nChanged 36
		SP:Iteration 43Q (122956.290000 sec): 3 clusters
  Score: Raw -7737570.415352 + Penalty 3649.618022 = -7733920.797330
  nChanged 33
		SP:Iteration 44Q (122956.740000 sec): 3 clusters
  Score: Raw -7737583.940807 + Penalty 3649.618022 = -7733934.322784
  nChanged 31
		SP:Iteration 45Q (122957.190000 sec): 3 clusters
  Score: Raw -7737593.621829 + Penalty 3649.618022 = -7733944.003807
  nChanged 24
		SP:Iteration 46Q (122957.610000 sec): 3 clusters
  Score: Raw -7737599.295918 + Penalty 3649.618022 = -7733949.677896
  nChanged 17
		SP:Iteration 47Q (122958.010000 sec): 3 clusters
  Score: Raw -7737603.491859 + Penalty 3649.618022 = -7733953.873837
  nChanged 23
		SP:Iteration 48Q (122958.430000 sec): 3 clusters
  Score: Raw -7737608.362601 + Penalty 3649.618022 = -7733958.744578
  nChanged 18
		SP:Iteration 49Q (122958.850000 sec): 3 clusters
  Score: Raw -7737612.146999 + Penalty 3649.618022 = -7733962.528977
  nChanged 22
		SP:Iteration 50Q (122959.300000 sec): 3 clusters
  Score: Raw -7737616.259015 + Penalty 3649.618022 = -7733966.640993
  nChanged 16
		SP:Iteration 51Q (122959.780000 sec): 3 clusters
  Score: Raw -7737618.845937 + Penalty 3649.618022 = -7733969.227914
  nChanged 12
		SP:Iteration 52Q (122960.200000 sec): 3 clusters
  Score: Raw -7737620.652327 + Penalty 3649.618022 = -7733971.034304
  nChanged 13
		SP:Iteration 53Q (122960.620000 sec): 3 clusters
  Score: Raw -7737622.686401 + Penalty 3649.618022 = -7733973.068378
  nChanged 13
		SP:Iteration 54Q (122961.050000 sec): 3 clusters
  Score: Raw -7737625.498763 + Penalty 3649.618022 = -7733975.880741
  nChanged 14
		SP:Iteration 55Q (122961.480000 sec): 3 clusters
  Score: Raw -7737628.279419 + Penalty 3649.618022 = -7733978.661396
  nChanged 10
		SP:Iteration 56Q (122961.920000 sec): 3 clusters
  Score: Raw -7737630.338474 + Penalty 3649.618022 = -7733980.720452
  nChanged 8
		SP:Iteration 57Q (122962.390000 sec): 3 clusters
  Score: Raw -7737632.049236 + Penalty 3649.618022 = -7733982.431213
  nChanged 4
		SP:Iteration 58Q (122962.800000 sec): 3 clusters
  Score: Raw -7737632.544290 + Penalty 3649.618022 = -7733982.926267
  nChanged 4
		SP:Iteration 59Q (122963.240000 sec): 3 clusters
  Score: Raw -7737632.963235 + Penalty 3649.618022 = -7733983.345213
  nChanged 1
		SP:Iteration 60F (122963.750000 sec): 3 clusters
  Score: Raw -7737633.369261 + Penalty 3649.618022 = -7733983.751238
  nChanged 2
		SP:Iteration 61Q (122964.220000 sec): 3 clusters
  Score: Raw -7737633.895658 + Penalty 3649.618022 = -7733984.277636
  nChanged 6
		SP:Iteration 62Q (122964.650000 sec): 3 clusters
  Score: Raw -7737634.914296 + Penalty 3649.618022 = -7733985.296273
  nChanged 4
		SP:Iteration 63Q (122965.120000 sec): 3 clusters
  Score: Raw -7737635.596194 + Penalty 3649.618022 = -7733985.978172
  nChanged 4
		SP:Iteration 64Q (122965.550000 sec): 3 clusters
  Score: Raw -7737636.199868 + Penalty 3649.618022 = -7733986.581846
  nChanged 7
		SP:Iteration 65Q (122965.980000 sec): 3 clusters
  Score: Raw -7737637.489121 + Penalty 3649.618022 = -7733987.871098
  nChanged 9
		SP:Iteration 66Q (122966.430000 sec): 3 clusters
  Score: Raw -7737639.247251 + Penalty 3649.618022 = -7733989.629229
  nChanged 5
		SP:Iteration 67Q (122966.870000 sec): 3 clusters
  Score: Raw -7737640.890018 + Penalty 3649.618022 = -7733991.271996
  nChanged 14
		SP:Iteration 68Q (122967.300000 sec): 3 clusters
  Score: Raw -7737644.428056 + Penalty 3649.618022 = -7733994.810033
  nChanged 14
		SP:Iteration 69Q (122967.730000 sec): 3 clusters
  Score: Raw -7737646.799665 + Penalty 3649.618022 = -7733997.181643
  nChanged 12
		SP:Iteration 70Q (122968.150000 sec): 3 clusters
  Score: Raw -7737649.659063 + Penalty 3649.618022 = -7734000.041040
  nChanged 7
		SP:Iteration 71Q (122968.620000 sec): 3 clusters
  Score: Raw -7737650.721713 + Penalty 3649.618022 = -7734001.103690
  nChanged 4
		SP:Iteration 72Q (122969.070000 sec): 3 clusters
  Score: Raw -7737651.506603 + Penalty 3649.618022 = -7734001.888581
  nChanged 5
		SP:Iteration 73Q (122969.500000 sec): 3 clusters
  Score: Raw -7737652.377649 + Penalty 3649.618022 = -7734002.759627
  nChanged 6
		SP:Iteration 74Q (122969.930000 sec): 3 clusters
  Score: Raw -7737653.701859 + Penalty 3649.618022 = -7734004.083836
  nChanged 6
		SP:Iteration 75Q (122970.340000 sec): 3 clusters
  Score: Raw -7737654.885685 + Penalty 3649.618022 = -7734005.267663
  nChanged 3
		SP:Iteration 76Q (122970.760000 sec): 3 clusters
  Score: Raw -7737655.274042 + Penalty 3649.618022 = -7734005.656020
  nChanged 1
		SP:Iteration 77Q (122971.180000 sec): 3 clusters
  Score: Raw -7737655.390719 + Penalty 3649.618022 = -7734005.772697
  nChanged 0
		SP:Iteration 78F (122971.660000 sec): 3 clusters
  Score: Raw -7737655.390719 + Penalty 3649.618022 = -7734005.772697
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122971.790000 sec): 2 clusters
  Score: Raw -1528336.165617 + Penalty 1559.914334 = -1526776.251282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122972.020000 sec): 3 clusters
  Score: Raw -1519683.622239 + Penalty 3119.828668 = -1516563.793571
  nChanged 6572
		SP:Iteration 1F (122972.290000 sec): 3 clusters
  Score: Raw -1523313.651067 + Penalty 3119.828668 = -1520193.822399
  nChanged 887
		SP:Iteration 2F (122972.540000 sec): 3 clusters
  Score: Raw -1523700.402858 + Penalty 3119.828668 = -1520580.574189
  nChanged 825
		SP:Iteration 3F (122972.750000 sec): 3 clusters
  Score: Raw -1524067.364934 + Penalty 3119.828668 = -1520947.536265
  nChanged 797
		SP:Iteration 4F (122972.960000 sec): 3 clusters
  Score: Raw -1524455.269257 + Penalty 3119.828668 = -1521335.440589
  nChanged 846
		SP:Iteration 5F (122973.220000 sec): 3 clusters
  Score: Raw -1524919.435795 + Penalty 3119.828668 = -1521799.607127
  nChanged 865
		SP:Iteration 6F (122973.430000 sec): 3 clusters
  Score: Raw -1525450.382625 + Penalty 3119.828668 = -1522330.553957
  nChanged 814
		SP:Iteration 7F (122973.690000 sec): 3 clusters
  Score: Raw -1525971.944366 + Penalty 3119.828668 = -1522852.115698
  nChanged 724
		SP:Iteration 8Q (122973.910000 sec): 3 clusters
  Score: Raw -1526472.929011 + Penalty 3119.828668 = -1523353.100343
  nChanged 624
		SP:Iteration 9Q (122974.170000 sec): 3 clusters
  Score: Raw -1526925.915274 + Penalty 3119.828668 = -1523806.086606
  nChanged 506
		SP:Iteration 10Q (122974.410000 sec): 3 clusters
  Score: Raw -1527296.834420 + Penalty 3119.828668 = -1524177.005751
  nChanged 415
		SP:Iteration 11Q (122974.610000 sec): 3 clusters
  Score: Raw -1527619.750310 + Penalty 3119.828668 = -1524499.921642
  nChanged 303
		SP:Iteration 12Q (122974.830000 sec): 3 clusters
  Score: Raw -1527868.052003 + Penalty 3119.828668 = -1524748.223335
  nChanged 227
		SP:Iteration 13Q (122975.110000 sec): 3 clusters
  Score: Raw -1528060.090719 + Penalty 3119.828668 = -1524940.262051
  nChanged 178
		SP:Iteration 14Q (122975.290000 sec): 3 clusters
  Score: Raw -1528208.262935 + Penalty 3119.828668 = -1525088.434267
  nChanged 132
		SP:Iteration 15Q (122975.530000 sec): 3 clusters
  Score: Raw -1528299.904984 + Penalty 3119.828668 = -1525180.076316
  nChanged 90
		SP:Iteration 16Q (122975.720000 sec): 3 clusters
  Score: Raw -1528354.687787 + Penalty 3119.828668 = -1525234.859118
  nChanged 68
		SP:Iteration 17Q (122975.970000 sec): 3 clusters
  Score: Raw -1528393.525118 + Penalty 3119.828668 = -1525273.696449
  nChanged 48
		SP:Iteration 18Q (122976.210000 sec): 3 clusters
  Score: Raw -1528425.311813 + Penalty 3119.828668 = -1525305.483145
  nChanged 37
		SP:Iteration 19Q (122976.400000 sec): 3 clusters
  Score: Raw -1528448.379600 + Penalty 3119.828668 = -1525328.550932
  nChanged 25
		SP:Iteration 20F (122976.620000 sec): 3 clusters
  Score: Raw -1528462.491368 + Penalty 3119.828668 = -1525342.662700
  nChanged 12
		SP:Iteration 21Q (122976.860000 sec): 3 clusters
  Score: Raw -1528471.108984 + Penalty 3119.828668 = -1525351.280316
  nChanged 16
		SP:Iteration 22Q (122977.070000 sec): 3 clusters
  Score: Raw -1528481.325484 + Penalty 3119.828668 = -1525361.496816
  nChanged 12
		SP:Iteration 23Q (122977.270000 sec): 3 clusters
  Score: Raw -1528488.771058 + Penalty 3119.828668 = -1525368.942390
  nChanged 14
		SP:Iteration 24Q (122977.490000 sec): 3 clusters
  Score: Raw -1528498.022087 + Penalty 3119.828668 = -1525378.193419
  nChanged 13
		SP:Iteration 25Q (122977.670000 sec): 3 clusters
  Score: Raw -1528505.800839 + Penalty 3119.828668 = -1525385.972170
  nChanged 12
		SP:Iteration 26Q (122977.930000 sec): 3 clusters
  Score: Raw -1528513.110183 + Penalty 3119.828668 = -1525393.281515
  nChanged 4
		SP:Iteration 27Q (122978.110000 sec): 3 clusters
  Score: Raw -1528516.057426 + Penalty 3119.828668 = -1525396.228758
  nChanged 3
		SP:Iteration 28Q (122978.330000 sec): 3 clusters
  Score: Raw -1528517.626454 + Penalty 3119.828668 = -1525397.797785
  nChanged 5
		SP:Iteration 29Q (122978.540000 sec): 3 clusters
  Score: Raw -1528521.047387 + Penalty 3119.828668 = -1525401.218719
  nChanged 8
		SP:Iteration 30Q (122978.760000 sec): 3 clusters
  Score: Raw -1528527.873000 + Penalty 3119.828668 = -1525408.044332
  nChanged 12
		SP:Iteration 31Q (122978.990000 sec): 3 clusters
  Score: Raw -1528538.845296 + Penalty 3119.828668 = -1525419.016628
  nChanged 11
		SP:Iteration 32Q (122979.230000 sec): 3 clusters
  Score: Raw -1528547.480593 + Penalty 3119.828668 = -1525427.651925
  nChanged 6
		SP:Iteration 33Q (122979.460000 sec): 3 clusters
  Score: Raw -1528552.315376 + Penalty 3119.828668 = -1525432.486707
  nChanged 7
		SP:Iteration 34Q (122979.700000 sec): 3 clusters
  Score: Raw -1528558.225229 + Penalty 3119.828668 = -1525438.396561
  nChanged 8
		SP:Iteration 35Q (122979.940000 sec): 3 clusters
  Score: Raw -1528563.906569 + Penalty 3119.828668 = -1525444.077901
  nChanged 3
		SP:Iteration 36Q (122980.150000 sec): 3 clusters
  Score: Raw -1528566.802224 + Penalty 3119.828668 = -1525446.973556
  nChanged 0
		SP:Iteration 37F (122980.370000 sec): 3 clusters
  Score: Raw -1528566.802224 + Penalty 3119.828668 = -1525446.973556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (27067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (122980.600000 sec): 2 clusters
  Score: Raw -2620769.438913 + Penalty 1658.486465 = -2619110.952449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (122980.870000 sec): 3 clusters
  Score: Raw -2604208.153367 + Penalty 3316.972930 = -2600891.180438
  nChanged 12398
		SP:Iteration 1F (122981.180000 sec): 3 clusters
  Score: Raw -2611281.313526 + Penalty 3316.972930 = -2607964.340597
  nChanged 1474
		SP:Iteration 2F (122981.430000 sec): 3 clusters
  Score: Raw -2611935.670307 + Penalty 3316.972930 = -2608618.697377
  nChanged 1525
		SP:Iteration 3F (122981.730000 sec): 3 clusters
  Score: Raw -2612709.633533 + Penalty 3316.972930 = -2609392.660603
  nChanged 1573
		SP:Iteration 4F (122982.020000 sec): 3 clusters
  Score: Raw -2613613.825642 + Penalty 3316.972930 = -2610296.852713
  nChanged 1644
		SP:Iteration 5F (122982.300000 sec): 3 clusters
  Score: Raw -2614629.077281 + Penalty 3316.972930 = -2611312.104351
  nChanged 1590
		SP:Iteration 6F (122982.550000 sec): 3 clusters
  Score: Raw -2615665.992014 + Penalty 3316.972930 = -2612349.019084
  nChanged 1513
		SP:Iteration 7F (122982.850000 sec): 3 clusters
  Score: Raw -2616787.282546 + Penalty 3316.972930 = -2613470.309617
  nChanged 1417
		SP:Iteration 8F (122983.140000 sec): 3 clusters
  Score: Raw -2617807.119882 + Penalty 3316.972930 = -2614490.146952
  nChanged 1174
		SP:Iteration 9Q (122983.430000 sec): 3 clusters
  Score: Raw -2618562.478101 + Penalty 3316.972930 = -2615245.505171
  nChanged 921
		SP:Iteration 10Q (122983.730000 sec): 3 clusters
  Score: Raw -2619107.001047 + Penalty 3316.972930 = -2615790.028117
  nChanged 715
		SP:Iteration 11Q (122984.020000 sec): 3 clusters
  Score: Raw -2619475.714451 + Penalty 3316.972930 = -2616158.741522
  nChanged 575
		SP:Iteration 12Q (122984.280000 sec): 3 clusters
  Score: Raw -2619733.517984 + Penalty 3316.972930 = -2616416.545055
  nChanged 492
		SP:Iteration 13Q (122984.540000 sec): 3 clusters
  Score: Raw -2619945.593357 + Penalty 3316.972930 = -2616628.620427
  nChanged 415
		SP:Iteration 14Q (122984.830000 sec): 3 clusters
  Score: Raw -2620105.301935 + Penalty 3316.972930 = -2616788.329005
  nChanged 359
		SP:Iteration 15Q (122985.130000 sec): 3 clusters
  Score: Raw -2620233.968050 + Penalty 3316.972930 = -2616916.995120
  nChanged 326
		SP:Iteration 16Q (122985.420000 sec): 3 clusters
  Score: Raw -2620333.405938 + Penalty 3316.972930 = -2617016.433008
  nChanged 287
		SP:Iteration 17Q (122985.690000 sec): 3 clusters
  Score: Raw -2620412.772154 + Penalty 3316.972930 = -2617095.799224
  nChanged 237
		SP:Iteration 18Q (122985.990000 sec): 3 clusters
  Score: Raw -2620469.205682 + Penalty 3316.972930 = -2617152.232753
  nChanged 203
		SP:Iteration 19Q (122986.310000 sec): 3 clusters
  Score: Raw -2620513.893304 + Penalty 3316.972930 = -2617196.920375
  nChanged 183
		SP:Iteration 20F (122986.610000 sec): 3 clusters
  Score: Raw -2620555.097149 + Penalty 3316.972930 = -2617238.124220
  nChanged 183
		SP:Iteration 21Q (122986.870000 sec): 3 clusters
  Score: Raw -2620596.423146 + Penalty 3316.972930 = -2617279.450216
  nChanged 172
		SP:Iteration 22Q (122987.170000 sec): 3 clusters
  Score: Raw -2620633.359442 + Penalty 3316.972930 = -2617316.386512
  nChanged 157
		SP:Iteration 23Q (122987.490000 sec): 3 clusters
  Score: Raw -2620660.980175 + Penalty 3316.972930 = -2617344.007246
  nChanged 147
		SP:Iteration 24Q (122987.800000 sec): 3 clusters
  Score: Raw -2620688.709804 + Penalty 3316.972930 = -2617371.736875
  nChanged 135
		SP:Iteration 25Q (122988.090000 sec): 3 clusters
  Score: Raw -2620709.080673 + Penalty 3316.972930 = -2617392.107743
  nChanged 112
		SP:Iteration 26Q (122988.420000 sec): 3 clusters
  Score: Raw -2620727.126886 + Penalty 3316.972930 = -2617410.153956
  nChanged 104
		SP:Iteration 27Q (122988.660000 sec): 3 clusters
  Score: Raw -2620741.324676 + Penalty 3316.972930 = -2617424.351747
  nChanged 83
		SP:Iteration 28Q (122988.980000 sec): 3 clusters
  Score: Raw -2620752.371064 + Penalty 3316.972930 = -2617435.398134
  nChanged 82
		SP:Iteration 29Q (122989.270000 sec): 3 clusters
  Score: Raw -2620762.490144 + Penalty 3316.972930 = -2617445.517215
  nChanged 82
		SP:Iteration 30Q (122989.550000 sec): 3 clusters
  Score: Raw -2620771.936120 + Penalty 3316.972930 = -2617454.963191
  nChanged 94
		SP:Iteration 31Q (122989.840000 sec): 3 clusters
  Score: Raw -2620784.536705 + Penalty 3316.972930 = -2617467.563775
  nChanged 96
		SP:Iteration 32Q (122990.120000 sec): 3 clusters
  Score: Raw -2620797.191446 + Penalty 3316.972930 = -2617480.218517
  nChanged 91
		SP:Iteration 33Q (122990.470000 sec): 3 clusters
  Score: Raw -2620810.206683 + Penalty 3316.972930 = -2617493.233753
  nChanged 84
		SP:Iteration 34Q (122990.790000 sec): 3 clusters
  Score: Raw -2620822.724697 + Penalty 3316.972930 = -2617505.751767
  nChanged 99
		SP:Iteration 35Q (122991.140000 sec): 3 clusters
  Score: Raw -2620839.071431 + Penalty 3316.972930 = -2617522.098502
  nChanged 106
		SP:Iteration 36Q (122991.440000 sec): 3 clusters
  Score: Raw -2620856.244371 + Penalty 3316.972930 = -2617539.271441
  nChanged 102
		SP:Iteration 37Q (122991.780000 sec): 3 clusters
  Score: Raw -2620872.818990 + Penalty 3316.972930 = -2617555.846060
  nChanged 113
		SP:Iteration 38Q (122992.080000 sec): 3 clusters
  Score: Raw -2620892.030744 + Penalty 3316.972930 = -2617575.057814
  nChanged 114
		SP:Iteration 39Q (122992.470000 sec): 3 clusters
  Score: Raw -2620910.574623 + Penalty 3316.972930 = -2617593.601693
  nChanged 106
		SP:Iteration 40F (122992.770000 sec): 3 clusters
  Score: Raw -2620925.371476 + Penalty 3316.972930 = -2617608.398547
  nChanged 88
		SP:Iteration 41Q (122993.060000 sec): 3 clusters
  Score: Raw -2620937.872489 + Penalty 3316.972930 = -2617620.899559
  nChanged 89
		SP:Iteration 42Q (122993.320000 sec): 3 clusters
  Score: Raw -2620952.307369 + Penalty 3316.972930 = -2617635.334440
  nChanged 105
		SP:Iteration 43Q (122993.680000 sec): 3 clusters
  Score: Raw -2620971.776112 + Penalty 3316.972930 = -2617654.803182
  nChanged 111
		SP:Iteration 44Q (122993.950000 sec): 3 clusters
  Score: Raw -2620992.273616 + Penalty 3316.972930 = -2617675.300686
  nChanged 95
		SP:Iteration 45Q (122994.230000 sec): 3 clusters
  Score: Raw -2621007.351930 + Penalty 3316.972930 = -2617690.379000
  nChanged 86
		SP:Iteration 46Q (122994.530000 sec): 3 clusters
  Score: Raw -2621020.091178 + Penalty 3316.972930 = -2617703.118249
  nChanged 79
		SP:Iteration 47Q (122994.810000 sec): 3 clusters
  Score: Raw -2621032.207650 + Penalty 3316.972930 = -2617715.234721
  nChanged 79
		SP:Iteration 48Q (122995.080000 sec): 3 clusters
  Score: Raw -2621045.439397 + Penalty 3316.972930 = -2617728.466468
  nChanged 90
		SP:Iteration 49Q (122995.380000 sec): 3 clusters
  Score: Raw -2621060.142887 + Penalty 3316.972930 = -2617743.169957
  nChanged 91
		SP:Iteration 50Q (122995.670000 sec): 3 clusters
  Score: Raw -2621078.025096 + Penalty 3316.972930 = -2617761.052166
  nChanged 104
		SP:Iteration 51Q (122995.980000 sec): 3 clusters
  Score: Raw -2621098.077411 + Penalty 3316.972930 = -2617781.104482
  nChanged 97
		SP:Iteration 52Q (122996.290000 sec): 3 clusters
  Score: Raw -2621113.564598 + Penalty 3316.972930 = -2617796.591669
  nChanged 79
		SP:Iteration 53Q (122996.610000 sec): 3 clusters
  Score: Raw -2621125.898649 + Penalty 3316.972930 = -2617808.925719
  nChanged 76
		SP:Iteration 54Q (122996.890000 sec): 3 clusters
  Score: Raw -2621136.887857 + Penalty 3316.972930 = -2617819.914927
  nChanged 68
		SP:Iteration 55Q (122997.200000 sec): 3 clusters
  Score: Raw -2621148.461097 + Penalty 3316.972930 = -2617831.488167
  nChanged 73
		SP:Iteration 56Q (122997.540000 sec): 3 clusters
  Score: Raw -2621160.890682 + Penalty 3316.972930 = -2617843.917753
  nChanged 81
		SP:Iteration 57Q (122997.820000 sec): 3 clusters
  Score: Raw -2621175.604101 + Penalty 3316.972930 = -2617858.631171
  nChanged 92
		SP:Iteration 58Q (122998.180000 sec): 3 clusters
  Score: Raw -2621190.041335 + Penalty 3316.972930 = -2617873.068405
  nChanged 83
		SP:Iteration 59Q (122998.430000 sec): 3 clusters
  Score: Raw -2621200.872469 + Penalty 3316.972930 = -2617883.899539
  nChanged 61
		SP:Iteration 60F (122998.750000 sec): 3 clusters
  Score: Raw -2621208.291419 + Penalty 3316.972930 = -2617891.318490
  nChanged 52
		SP:Iteration 61Q (122999.040000 sec): 3 clusters
  Score: Raw -2621215.568581 + Penalty 3316.972930 = -2617898.595651
  nChanged 48
		SP:Iteration 62Q (122999.360000 sec): 3 clusters
  Score: Raw -2621222.850829 + Penalty 3316.972930 = -2617905.877900
  nChanged 58
		SP:Iteration 63Q (122999.710000 sec): 3 clusters
  Score: Raw -2621232.643917 + Penalty 3316.972930 = -2617915.670987
  nChanged 67
		SP:Iteration 64Q (123000.040000 sec): 3 clusters
  Score: Raw -2621245.249610 + Penalty 3316.972930 = -2617928.276681
  nChanged 75
		SP:Iteration 65Q (123000.400000 sec): 3 clusters
  Score: Raw -2621259.755955 + Penalty 3316.972930 = -2617942.783026
  nChanged 95
		SP:Iteration 66Q (123000.660000 sec): 3 clusters
  Score: Raw -2621277.945628 + Penalty 3316.972930 = -2617960.972698
  nChanged 87
		SP:Iteration 67Q (123000.930000 sec): 3 clusters
  Score: Raw -2621293.303354 + Penalty 3316.972930 = -2617976.330424
  nChanged 87
		SP:Iteration 68Q (123001.270000 sec): 3 clusters
  Score: Raw -2621311.273209 + Penalty 3316.972930 = -2617994.300279
  nChanged 79
		SP:Iteration 69Q (123001.560000 sec): 3 clusters
  Score: Raw -2621325.415996 + Penalty 3316.972930 = -2618008.443067
  nChanged 64
		SP:Iteration 70Q (123001.890000 sec): 3 clusters
  Score: Raw -2621336.762037 + Penalty 3316.972930 = -2618019.789107
  nChanged 72
		SP:Iteration 71Q (123002.170000 sec): 3 clusters
  Score: Raw -2621350.282713 + Penalty 3316.972930 = -2618033.309784
  nChanged 66
		SP:Iteration 72Q (123002.450000 sec): 3 clusters
  Score: Raw -2621363.997572 + Penalty 3316.972930 = -2618047.024642
  nChanged 56
		SP:Iteration 73Q (123002.750000 sec): 3 clusters
  Score: Raw -2621375.485066 + Penalty 3316.972930 = -2618058.512137
  nChanged 48
		SP:Iteration 74Q (123003.030000 sec): 3 clusters
  Score: Raw -2621383.298742 + Penalty 3316.972930 = -2618066.325812
  nChanged 49
		SP:Iteration 75Q (123003.330000 sec): 3 clusters
  Score: Raw -2621392.327886 + Penalty 3316.972930 = -2618075.354957
  nChanged 55
		SP:Iteration 76Q (123003.660000 sec): 3 clusters
  Score: Raw -2621402.574892 + Penalty 3316.972930 = -2618085.601963
  nChanged 61
		SP:Iteration 77Q (123004.020000 sec): 3 clusters
  Score: Raw -2621414.044993 + Penalty 3316.972930 = -2618097.072064
  nChanged 64
		SP:Iteration 78Q (123004.310000 sec): 3 clusters
  Score: Raw -2621426.082271 + Penalty 3316.972930 = -2618109.109342
  nChanged 56
		SP:Iteration 79Q (123004.600000 sec): 3 clusters
  Score: Raw -2621435.281864 + Penalty 3316.972930 = -2618118.308935
  nChanged 39
		SP:Iteration 80F (123004.920000 sec): 3 clusters
  Score: Raw -2621443.774506 + Penalty 3316.972930 = -2618126.801576
  nChanged 52
		SP:Iteration 81Q (123005.210000 sec): 3 clusters
  Score: Raw -2621453.444078 + Penalty 3316.972930 = -2618136.471148
  nChanged 55
		SP:Iteration 82Q (123005.480000 sec): 3 clusters
  Score: Raw -2621463.463609 + Penalty 3316.972930 = -2618146.490680
  nChanged 50
		SP:Iteration 83Q (123005.780000 sec): 3 clusters
  Score: Raw -2621473.954082 + Penalty 3316.972930 = -2618156.981153
  nChanged 53
		SP:Iteration 84Q (123006.110000 sec): 3 clusters
  Score: Raw -2621482.906391 + Penalty 3316.972930 = -2618165.933461
  nChanged 44
		SP:Iteration 85Q (123006.430000 sec): 3 clusters
  Score: Raw -2621488.865685 + Penalty 3316.972930 = -2618171.892755
  nChanged 28
		SP:Iteration 86Q (123006.740000 sec): 3 clusters
  Score: Raw -2621492.750076 + Penalty 3316.972930 = -2618175.777146
  nChanged 26
		SP:Iteration 87Q (123007.060000 sec): 3 clusters
  Score: Raw -2621496.576136 + Penalty 3316.972930 = -2618179.603207
  nChanged 26
		SP:Iteration 88Q (123007.380000 sec): 3 clusters
  Score: Raw -2621499.921217 + Penalty 3316.972930 = -2618182.948288
  nChanged 23
		SP:Iteration 89Q (123007.640000 sec): 3 clusters
  Score: Raw -2621503.477613 + Penalty 3316.972930 = -2618186.504683
  nChanged 13
		SP:Iteration 90Q (123007.960000 sec): 3 clusters
  Score: Raw -2621505.083435 + Penalty 3316.972930 = -2618188.110506
  nChanged 17
		SP:Iteration 91Q (123008.270000 sec): 3 clusters
  Score: Raw -2621507.638501 + Penalty 3316.972930 = -2618190.665572
  nChanged 18
		SP:Iteration 92Q (123008.520000 sec): 3 clusters
  Score: Raw -2621510.030924 + Penalty 3316.972930 = -2618193.057995
  nChanged 19
		SP:Iteration 93Q (123008.840000 sec): 3 clusters
  Score: Raw -2621513.112914 + Penalty 3316.972930 = -2618196.139984
  nChanged 13
		SP:Iteration 94Q (123009.120000 sec): 3 clusters
  Score: Raw -2621514.966409 + Penalty 3316.972930 = -2618197.993479
  nChanged 14
		SP:Iteration 95Q (123009.400000 sec): 3 clusters
  Score: Raw -2621516.806031 + Penalty 3316.972930 = -2618199.833101
  nChanged 7
		SP:Iteration 96Q (123009.670000 sec): 3 clusters
  Score: Raw -2621517.288893 + Penalty 3316.972930 = -2618200.315964
  nChanged 5
		SP:Iteration 97Q (123009.960000 sec): 3 clusters
  Score: Raw -2621517.833642 + Penalty 3316.972930 = -2618200.860712
  nChanged 9
		SP:Iteration 98Q (123010.250000 sec): 3 clusters
  Score: Raw -2621518.952212 + Penalty 3316.972930 = -2618201.979282
  nChanged 14
		SP:Iteration 99Q (123010.540000 sec): 3 clusters
  Score: Raw -2621520.714472 + Penalty 3316.972930 = -2618203.741543
  nChanged 13
		SP:Iteration 100F (123010.840000 sec): 3 clusters
  Score: Raw -2621522.417713 + Penalty 3316.972930 = -2618205.444783
  nChanged 19
		SP:Iteration 101Q (123011.130000 sec): 3 clusters
  Score: Raw -2621525.201033 + Penalty 3316.972930 = -2618208.228104
  nChanged 21
		SP:Iteration 102Q (123011.420000 sec): 3 clusters
  Score: Raw -2621528.581155 + Penalty 3316.972930 = -2618211.608225
  nChanged 18
		SP:Iteration 103Q (123011.730000 sec): 3 clusters
  Score: Raw -2621531.432029 + Penalty 3316.972930 = -2618214.459100
  nChanged 12
		SP:Iteration 104Q (123012.040000 sec): 3 clusters
  Score: Raw -2621533.504246 + Penalty 3316.972930 = -2618216.531316
  nChanged 15
		SP:Iteration 105Q (123012.360000 sec): 3 clusters
  Score: Raw -2621535.474888 + Penalty 3316.972930 = -2618218.501958
  nChanged 11
		SP:Iteration 106Q (123012.680000 sec): 3 clusters
  Score: Raw -2621537.404611 + Penalty 3316.972930 = -2618220.431682
  nChanged 12
		SP:Iteration 107Q (123012.970000 sec): 3 clusters
  Score: Raw -2621539.781656 + Penalty 3316.972930 = -2618222.808726
  nChanged 26
		SP:Iteration 108Q (123013.320000 sec): 3 clusters
  Score: Raw -2621544.012996 + Penalty 3316.972930 = -2618227.040066
  nChanged 26
		SP:Iteration 109Q (123013.650000 sec): 3 clusters
  Score: Raw -2621548.240891 + Penalty 3316.972930 = -2618231.267961
  nChanged 22
		SP:Iteration 110Q (123013.950000 sec): 3 clusters
  Score: Raw -2621552.524294 + Penalty 3316.972930 = -2618235.551364
  nChanged 31
		SP:Iteration 111Q (123014.330000 sec): 3 clusters
  Score: Raw -2621557.780606 + Penalty 3316.972930 = -2618240.807677
  nChanged 26
		SP:Iteration 112Q (123014.660000 sec): 3 clusters
  Score: Raw -2621561.468126 + Penalty 3316.972930 = -2618244.495196
  nChanged 24
		SP:Iteration 113Q (123014.970000 sec): 3 clusters
  Score: Raw -2621565.664512 + Penalty 3316.972930 = -2618248.691583
  nChanged 27
		SP:Iteration 114Q (123015.290000 sec): 3 clusters
  Score: Raw -2621570.166515 + Penalty 3316.972930 = -2618253.193585
  nChanged 24
		SP:Iteration 115Q (123015.610000 sec): 3 clusters
  Score: Raw -2621573.712432 + Penalty 3316.972930 = -2618256.739502
  nChanged 15
		SP:Iteration 116Q (123015.890000 sec): 3 clusters
  Score: Raw -2621576.837633 + Penalty 3316.972930 = -2618259.864703
  nChanged 22
		SP:Iteration 117Q (123016.190000 sec): 3 clusters
  Score: Raw -2621580.559053 + Penalty 3316.972930 = -2618263.586123
  nChanged 21
		SP:Iteration 118Q (123016.580000 sec): 3 clusters
  Score: Raw -2621583.622849 + Penalty 3316.972930 = -2618266.649920
  nChanged 19
		SP:Iteration 119Q (123016.890000 sec): 3 clusters
  Score: Raw -2621587.038959 + Penalty 3316.972930 = -2618270.066029
  nChanged 24
		SP:Iteration 120F (123017.190000 sec): 3 clusters
  Score: Raw -2621591.380579 + Penalty 3316.972930 = -2618274.407649
  nChanged 21
		SP:Iteration 121Q (123017.490000 sec): 3 clusters
  Score: Raw -2621594.369572 + Penalty 3316.972930 = -2618277.396642
  nChanged 14
		SP:Iteration 122Q (123017.790000 sec): 3 clusters
  Score: Raw -2621596.814722 + Penalty 3316.972930 = -2618279.841793
  nChanged 13
		SP:Iteration 123Q (123018.070000 sec): 3 clusters
  Score: Raw -2621598.521138 + Penalty 3316.972930 = -2618281.548208
  nChanged 10
		SP:Iteration 124Q (123018.390000 sec): 3 clusters
  Score: Raw -2621599.893482 + Penalty 3316.972930 = -2618282.920553
  nChanged 7
		SP:Iteration 125Q (123018.670000 sec): 3 clusters
  Score: Raw -2621600.825463 + Penalty 3316.972930 = -2618283.852534
  nChanged 8
		SP:Iteration 126Q (123018.980000 sec): 3 clusters
  Score: Raw -2621601.821545 + Penalty 3316.972930 = -2618284.848615
  nChanged 6
		SP:Iteration 127Q (123019.260000 sec): 3 clusters
  Score: Raw -2621603.019603 + Penalty 3316.972930 = -2618286.046673
  nChanged 7
		SP:Iteration 128Q (123019.520000 sec): 3 clusters
  Score: Raw -2621603.797947 + Penalty 3316.972930 = -2618286.825017
  nChanged 8
		SP:Iteration 129Q (123019.810000 sec): 3 clusters
  Score: Raw -2621605.213107 + Penalty 3316.972930 = -2618288.240177
  nChanged 8
		SP:Iteration 130Q (123020.130000 sec): 3 clusters
  Score: Raw -2621606.448101 + Penalty 3316.972930 = -2618289.475172
  nChanged 13
		SP:Iteration 131Q (123020.440000 sec): 3 clusters
  Score: Raw -2621608.569519 + Penalty 3316.972930 = -2618291.596590
  nChanged 8
		SP:Iteration 132Q (123020.710000 sec): 3 clusters
  Score: Raw -2621609.599615 + Penalty 3316.972930 = -2618292.626686
  nChanged 5
		SP:Iteration 133Q (123021.010000 sec): 3 clusters
  Score: Raw -2621610.210196 + Penalty 3316.972930 = -2618293.237266
  nChanged 1
		SP:Iteration 134Q (123021.250000 sec): 3 clusters
  Score: Raw -2621610.290706 + Penalty 3316.972930 = -2618293.317777
  nChanged 0
		SP:Iteration 135F (123021.570000 sec): 3 clusters
  Score: Raw -2621610.290706 + Penalty 3316.972930 = -2618293.317777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123021.650000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123021.830000 sec): 3 clusters
  Score: Raw -49854.700680 + Penalty 2007.831837 = -47846.868843
  nChanged 88
		SP:Iteration 1F (123021.980000 sec): 3 clusters
  Score: Raw -49967.936398 + Penalty 2007.831837 = -47960.104561
  nChanged 21
		SP:Iteration 2Q (123022.080000 sec): 3 clusters
  Score: Raw -49996.533325 + Penalty 2007.831837 = -47988.701488
  nChanged 8
		SP:Iteration 3Q (123022.170000 sec): 3 clusters
  Score: Raw -50010.520021 + Penalty 2007.831837 = -48002.688184
  nChanged 10
		SP:Iteration 4Q (123022.270000 sec): 3 clusters
  Score: Raw -50026.235947 + Penalty 2007.831837 = -48018.404110
  nChanged 6
		SP:Iteration 5Q (123022.370000 sec): 3 clusters
  Score: Raw -50034.400542 + Penalty 2007.831837 = -48026.568705
  nChanged 2
		SP:Iteration 6Q (123022.560000 sec): 3 clusters
  Score: Raw -50035.896605 + Penalty 2007.831837 = -48028.064767
  nChanged 1
		SP:Iteration 7Q (123022.750000 sec): 3 clusters
  Score: Raw -50036.841043 + Penalty 2007.831837 = -48029.009206
  nChanged 0
		SP:Iteration 8F (123022.890000 sec): 3 clusters
  Score: Raw -50036.841043 + Penalty 2007.831837 = -48029.009206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (22872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123023.100000 sec): 2 clusters
  Score: Raw -2562382.832560 + Penalty 1631.121169 = -2560751.711391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123023.360000 sec): 3 clusters
  Score: Raw -2548414.618807 + Penalty 3262.242339 = -2545152.376469
  nChanged 10371
		SP:Iteration 1F (123023.690000 sec): 3 clusters
  Score: Raw -2554065.738788 + Penalty 3262.242339 = -2550803.496449
  nChanged 989
		SP:Iteration 2Q (123023.930000 sec): 3 clusters
  Score: Raw -2554361.627543 + Penalty 3262.242339 = -2551099.385204
  nChanged 920
		SP:Iteration 3Q (123024.220000 sec): 3 clusters
  Score: Raw -2554635.083063 + Penalty 3262.242339 = -2551372.840725
  nChanged 826
		SP:Iteration 4Q (123024.490000 sec): 3 clusters
  Score: Raw -2554871.541180 + Penalty 3262.242339 = -2551609.298841
  nChanged 792
		SP:Iteration 5Q (123024.780000 sec): 3 clusters
  Score: Raw -2555105.998134 + Penalty 3262.242339 = -2551843.755796
  nChanged 777
		SP:Iteration 6Q (123025.060000 sec): 3 clusters
  Score: Raw -2555354.592435 + Penalty 3262.242339 = -2552092.350096
  nChanged 825
		SP:Iteration 7Q (123025.340000 sec): 3 clusters
  Score: Raw -2555660.287855 + Penalty 3262.242339 = -2552398.045516
  nChanged 885
		SP:Iteration 8Q (123025.580000 sec): 3 clusters
  Score: Raw -2556068.782685 + Penalty 3262.242339 = -2552806.540347
  nChanged 1018
		SP:Iteration 9Q (123025.860000 sec): 3 clusters
  Score: Raw -2556668.508857 + Penalty 3262.242339 = -2553406.266518
  nChanged 1139
		SP:Iteration 10Q (123026.120000 sec): 3 clusters
  Score: Raw -2557450.784592 + Penalty 3262.242339 = -2554188.542254
  nChanged 1191
		SP:Iteration 11F (123026.460000 sec): 3 clusters
  Score: Raw -2558304.781514 + Penalty 3262.242339 = -2555042.539176
  nChanged 1094
		SP:Iteration 12Q (123026.800000 sec): 3 clusters
  Score: Raw -2558945.574538 + Penalty 3262.242339 = -2555683.332200
  nChanged 789
		SP:Iteration 13Q (123027.040000 sec): 3 clusters
  Score: Raw -2559257.347041 + Penalty 3262.242339 = -2555995.104702
  nChanged 506
		SP:Iteration 14Q (123027.340000 sec): 3 clusters
  Score: Raw -2559383.480917 + Penalty 3262.242339 = -2556121.238579
  nChanged 279
		SP:Iteration 15Q (123027.590000 sec): 3 clusters
  Score: Raw -2559445.307294 + Penalty 3262.242339 = -2556183.064955
  nChanged 224
		SP:Iteration 16Q (123027.910000 sec): 3 clusters
  Score: Raw -2559491.312491 + Penalty 3262.242339 = -2556229.070153
  nChanged 192
		SP:Iteration 17Q (123028.200000 sec): 3 clusters
  Score: Raw -2559530.572669 + Penalty 3262.242339 = -2556268.330331
  nChanged 188
		SP:Iteration 18Q (123028.500000 sec): 3 clusters
  Score: Raw -2559568.535575 + Penalty 3262.242339 = -2556306.293236
  nChanged 180
		SP:Iteration 19Q (123028.790000 sec): 3 clusters
  Score: Raw -2559606.345844 + Penalty 3262.242339 = -2556344.103505
  nChanged 192
		SP:Iteration 20F (123029.050000 sec): 3 clusters
  Score: Raw -2559647.404291 + Penalty 3262.242339 = -2556385.161952
  nChanged 197
		SP:Iteration 21Q (123029.340000 sec): 3 clusters
  Score: Raw -2559692.695848 + Penalty 3262.242339 = -2556430.453509
  nChanged 220
		SP:Iteration 22Q (123029.660000 sec): 3 clusters
  Score: Raw -2559744.570739 + Penalty 3262.242339 = -2556482.328400
  nChanged 223
		SP:Iteration 23Q (123029.930000 sec): 3 clusters
  Score: Raw -2559799.378905 + Penalty 3262.242339 = -2556537.136567
  nChanged 247
		SP:Iteration 24Q (123030.210000 sec): 3 clusters
  Score: Raw -2559860.551257 + Penalty 3262.242339 = -2556598.308918
  nChanged 257
		SP:Iteration 25Q (123030.520000 sec): 3 clusters
  Score: Raw -2559931.161151 + Penalty 3262.242339 = -2556668.918812
  nChanged 270
		SP:Iteration 26Q (123030.780000 sec): 3 clusters
  Score: Raw -2560007.544471 + Penalty 3262.242339 = -2556745.302133
  nChanged 275
		SP:Iteration 27Q (123031.080000 sec): 3 clusters
  Score: Raw -2560092.043223 + Penalty 3262.242339 = -2556829.800884
  nChanged 242
		SP:Iteration 28Q (123031.360000 sec): 3 clusters
  Score: Raw -2560158.891166 + Penalty 3262.242339 = -2556896.648828
  nChanged 233
		SP:Iteration 29Q (123031.600000 sec): 3 clusters
  Score: Raw -2560222.944495 + Penalty 3262.242339 = -2556960.702157
  nChanged 232
		SP:Iteration 30Q (123031.860000 sec): 3 clusters
  Score: Raw -2560294.600705 + Penalty 3262.242339 = -2557032.358366
  nChanged 252
		SP:Iteration 31Q (123032.120000 sec): 3 clusters
  Score: Raw -2560372.197746 + Penalty 3262.242339 = -2557109.955407
  nChanged 272
		SP:Iteration 32Q (123032.370000 sec): 3 clusters
  Score: Raw -2560458.569734 + Penalty 3262.242339 = -2557196.327396
  nChanged 280
		SP:Iteration 33Q (123032.630000 sec): 3 clusters
  Score: Raw -2560555.137278 + Penalty 3262.242339 = -2557292.894939
  nChanged 298
		SP:Iteration 34Q (123032.860000 sec): 3 clusters
  Score: Raw -2560657.797952 + Penalty 3262.242339 = -2557395.555613
  nChanged 275
		SP:Iteration 35Q (123033.140000 sec): 3 clusters
  Score: Raw -2560745.151447 + Penalty 3262.242339 = -2557482.909108
  nChanged 235
		SP:Iteration 36Q (123033.370000 sec): 3 clusters
  Score: Raw -2560819.450306 + Penalty 3262.242339 = -2557557.207967
  nChanged 261
		SP:Iteration 37Q (123033.640000 sec): 3 clusters
  Score: Raw -2560914.160766 + Penalty 3262.242339 = -2557651.918428
  nChanged 255
		SP:Iteration 38Q (123033.910000 sec): 3 clusters
  Score: Raw -2561003.751307 + Penalty 3262.242339 = -2557741.508968
  nChanged 238
		SP:Iteration 39Q (123034.180000 sec): 3 clusters
  Score: Raw -2561088.624433 + Penalty 3262.242339 = -2557826.382095
  nChanged 238
		SP:Iteration 40F (123034.410000 sec): 3 clusters
  Score: Raw -2561183.467147 + Penalty 3262.242339 = -2557921.224808
  nChanged 252
		SP:Iteration 41Q (123034.680000 sec): 3 clusters
  Score: Raw -2561283.732850 + Penalty 3262.242339 = -2558021.490512
  nChanged 241
		SP:Iteration 42Q (123034.960000 sec): 3 clusters
  Score: Raw -2561388.571528 + Penalty 3262.242339 = -2558126.329190
  nChanged 225
		SP:Iteration 43Q (123035.220000 sec): 3 clusters
  Score: Raw -2561486.855417 + Penalty 3262.242339 = -2558224.613078
  nChanged 207
		SP:Iteration 44Q (123035.500000 sec): 3 clusters
  Score: Raw -2561573.753641 + Penalty 3262.242339 = -2558311.511303
  nChanged 191
		SP:Iteration 45Q (123035.800000 sec): 3 clusters
  Score: Raw -2561669.047372 + Penalty 3262.242339 = -2558406.805033
  nChanged 196
		SP:Iteration 46Q (123036.020000 sec): 3 clusters
  Score: Raw -2561777.258867 + Penalty 3262.242339 = -2558515.016529
  nChanged 197
		SP:Iteration 47Q (123036.280000 sec): 3 clusters
  Score: Raw -2561899.854386 + Penalty 3262.242339 = -2558637.612047
  nChanged 176
		SP:Iteration 48Q (123036.560000 sec): 3 clusters
  Score: Raw -2562005.655090 + Penalty 3262.242339 = -2558743.412752
  nChanged 151
		SP:Iteration 49Q (123036.800000 sec): 3 clusters
  Score: Raw -2562100.502221 + Penalty 3262.242339 = -2558838.259882
  nChanged 130
		SP:Iteration 50Q (123037.080000 sec): 3 clusters
  Score: Raw -2562186.447942 + Penalty 3262.242339 = -2558924.205603
  nChanged 101
		SP:Iteration 51Q (123037.370000 sec): 3 clusters
  Score: Raw -2562258.383653 + Penalty 3262.242339 = -2558996.141315
  nChanged 96
		SP:Iteration 52Q (123037.630000 sec): 3 clusters
  Score: Raw -2562318.715638 + Penalty 3262.242339 = -2559056.473299
  nChanged 66
		SP:Iteration 53Q (123037.880000 sec): 3 clusters
  Score: Raw -2562367.576187 + Penalty 3262.242339 = -2559105.333849
  nChanged 55
		SP:Iteration 54Q (123038.120000 sec): 3 clusters
  Score: Raw -2562407.686518 + Penalty 3262.242339 = -2559145.444180
  nChanged 38
		SP:Iteration 55Q (123038.350000 sec): 3 clusters
  Score: Raw -2562435.679634 + Penalty 3262.242339 = -2559173.437296
  nChanged 31
		SP:Iteration 56Q (123038.600000 sec): 3 clusters
  Score: Raw -2562457.350846 + Penalty 3262.242339 = -2559195.108508
  nChanged 30
		SP:Iteration 57Q (123038.810000 sec): 3 clusters
  Score: Raw -2562482.890599 + Penalty 3262.242339 = -2559220.648261
  nChanged 26
		SP:Iteration 58Q (123039.060000 sec): 3 clusters
  Score: Raw -2562501.955308 + Penalty 3262.242339 = -2559239.712969
  nChanged 19
		SP:Iteration 59Q (123039.340000 sec): 3 clusters
  Score: Raw -2562519.596518 + Penalty 3262.242339 = -2559257.354180
  nChanged 15
		SP:Iteration 60F (123039.600000 sec): 3 clusters
  Score: Raw -2562531.740190 + Penalty 3262.242339 = -2559269.497851
  nChanged 16
		SP:Iteration 61Q (123039.840000 sec): 3 clusters
  Score: Raw -2562544.054925 + Penalty 3262.242339 = -2559281.812586
  nChanged 12
		SP:Iteration 62Q (123040.110000 sec): 3 clusters
  Score: Raw -2562553.736717 + Penalty 3262.242339 = -2559291.494379
  nChanged 8
		SP:Iteration 63Q (123040.350000 sec): 3 clusters
  Score: Raw -2562558.537754 + Penalty 3262.242339 = -2559296.295415
  nChanged 6
		SP:Iteration 64Q (123040.570000 sec): 3 clusters
  Score: Raw -2562564.928645 + Penalty 3262.242339 = -2559302.686306
  nChanged 4
		SP:Iteration 65Q (123040.800000 sec): 3 clusters
  Score: Raw -2562568.560526 + Penalty 3262.242339 = -2559306.318187
  nChanged 5
		SP:Iteration 66Q (123041.060000 sec): 3 clusters
  Score: Raw -2562572.488943 + Penalty 3262.242339 = -2559310.246604
  nChanged 2
		SP:Iteration 67Q (123041.310000 sec): 3 clusters
  Score: Raw -2562574.928452 + Penalty 3262.242339 = -2559312.686114
  nChanged 3
		SP:Iteration 68Q (123041.550000 sec): 3 clusters
  Score: Raw -2562576.310175 + Penalty 3262.242339 = -2559314.067837
  nChanged 2
		SP:Iteration 69Q (123041.810000 sec): 3 clusters
  Score: Raw -2562577.798452 + Penalty 3262.242339 = -2559315.556114
  nChanged 1
		SP:Iteration 70Q (123042.110000 sec): 3 clusters
  Score: Raw -2562578.199126 + Penalty 3262.242339 = -2559315.956788
  nChanged 0
		SP:Iteration 71F (123042.350000 sec): 3 clusters
  Score: Raw -2562578.199126 + Penalty 3262.242339 = -2559315.956788
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123042.430000 sec): 2 clusters
  Score: Raw -613493.026680 + Penalty 1417.921327 = -612075.105353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123042.630000 sec): 3 clusters
  Score: Raw -610179.821837 + Penalty 2835.842654 = -607343.979183
  nChanged 2586
		SP:Iteration 1F (123042.830000 sec): 3 clusters
  Score: Raw -611605.850649 + Penalty 2835.842654 = -608770.007994
  nChanged 426
		SP:Iteration 2F (123043.070000 sec): 3 clusters
  Score: Raw -611834.819462 + Penalty 2835.842654 = -608998.976808
  nChanged 350
		SP:Iteration 3F (123043.240000 sec): 3 clusters
  Score: Raw -612040.038838 + Penalty 2835.842654 = -609204.196184
  nChanged 337
		SP:Iteration 4F (123043.410000 sec): 3 clusters
  Score: Raw -612260.276518 + Penalty 2835.842654 = -609424.433864
  nChanged 320
		SP:Iteration 5F (123043.600000 sec): 3 clusters
  Score: Raw -612468.956383 + Penalty 2835.842654 = -609633.113728
  nChanged 331
		SP:Iteration 6F (123043.800000 sec): 3 clusters
  Score: Raw -612670.441155 + Penalty 2835.842654 = -609834.598501
  nChanged 311
		SP:Iteration 7F (123043.980000 sec): 3 clusters
  Score: Raw -612859.847723 + Penalty 2835.842654 = -610024.005069
  nChanged 301
		SP:Iteration 8Q (123044.130000 sec): 3 clusters
  Score: Raw -613038.525941 + Penalty 2835.842654 = -610202.683286
  nChanged 290
		SP:Iteration 9Q (123044.320000 sec): 3 clusters
  Score: Raw -613222.681366 + Penalty 2835.842654 = -610386.838711
  nChanged 260
		SP:Iteration 10Q (123044.510000 sec): 3 clusters
  Score: Raw -613393.071468 + Penalty 2835.842654 = -610557.228814
  nChanged 235
		SP:Iteration 11Q (123044.720000 sec): 3 clusters
  Score: Raw -613561.803389 + Penalty 2835.842654 = -610725.960735
  nChanged 210
		SP:Iteration 12Q (123044.910000 sec): 3 clusters
  Score: Raw -613702.256352 + Penalty 2835.842654 = -610866.413698
  nChanged 177
		SP:Iteration 13Q (123045.120000 sec): 3 clusters
  Score: Raw -613820.984185 + Penalty 2835.842654 = -610985.141531
  nChanged 135
		SP:Iteration 14Q (123045.290000 sec): 3 clusters
  Score: Raw -613905.030801 + Penalty 2835.842654 = -611069.188146
  nChanged 105
		SP:Iteration 15Q (123045.510000 sec): 3 clusters
  Score: Raw -613963.383063 + Penalty 2835.842654 = -611127.540409
  nChanged 74
		SP:Iteration 16Q (123045.710000 sec): 3 clusters
  Score: Raw -613997.939152 + Penalty 2835.842654 = -611162.096498
  nChanged 60
		SP:Iteration 17Q (123045.880000 sec): 3 clusters
  Score: Raw -614026.996460 + Penalty 2835.842654 = -611191.153806
  nChanged 39
		SP:Iteration 18Q (123046.080000 sec): 3 clusters
  Score: Raw -614041.693490 + Penalty 2835.842654 = -611205.850836
  nChanged 31
		SP:Iteration 19Q (123046.310000 sec): 3 clusters
  Score: Raw -614054.175356 + Penalty 2835.842654 = -611218.332702
  nChanged 31
		SP:Iteration 20F (123046.490000 sec): 3 clusters
  Score: Raw -614068.914123 + Penalty 2835.842654 = -611233.071469
  nChanged 27
		SP:Iteration 21Q (123046.670000 sec): 3 clusters
  Score: Raw -614078.367853 + Penalty 2835.842654 = -611242.525198
  nChanged 22
		SP:Iteration 22Q (123046.900000 sec): 3 clusters
  Score: Raw -614088.160190 + Penalty 2835.842654 = -611252.317536
  nChanged 23
		SP:Iteration 23Q (123047.100000 sec): 3 clusters
  Score: Raw -614097.293607 + Penalty 2835.842654 = -611261.450953
  nChanged 21
		SP:Iteration 24Q (123047.260000 sec): 3 clusters
  Score: Raw -614107.382548 + Penalty 2835.842654 = -611271.539893
  nChanged 21
		SP:Iteration 25Q (123047.460000 sec): 3 clusters
  Score: Raw -614115.679496 + Penalty 2835.842654 = -611279.836841
  nChanged 13
		SP:Iteration 26Q (123047.680000 sec): 3 clusters
  Score: Raw -614119.902762 + Penalty 2835.842654 = -611284.060108
  nChanged 7
		SP:Iteration 27Q (123047.870000 sec): 3 clusters
  Score: Raw -614121.666739 + Penalty 2835.842654 = -611285.824084
  nChanged 8
		SP:Iteration 28Q (123048.060000 sec): 3 clusters
  Score: Raw -614124.811804 + Penalty 2835.842654 = -611288.969149
  nChanged 5
		SP:Iteration 29Q (123048.250000 sec): 3 clusters
  Score: Raw -614126.382135 + Penalty 2835.842654 = -611290.539481
  nChanged 6
		SP:Iteration 30Q (123048.460000 sec): 3 clusters
  Score: Raw -614128.580553 + Penalty 2835.842654 = -611292.737898
  nChanged 5
		SP:Iteration 31Q (123048.680000 sec): 3 clusters
  Score: Raw -614130.016150 + Penalty 2835.842654 = -611294.173495
  nChanged 3
		SP:Iteration 32Q (123048.880000 sec): 3 clusters
  Score: Raw -614130.613864 + Penalty 2835.842654 = -611294.771210
  nChanged 0
		SP:Iteration 33F (123049.040000 sec): 3 clusters
  Score: Raw -614130.613864 + Penalty 2835.842654 = -611294.771210
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (7998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123049.180000 sec): 2 clusters
  Score: Raw -798604.575921 + Penalty 1460.378853 = -797144.197067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123049.370000 sec): 3 clusters
  Score: Raw -794190.794624 + Penalty 2920.757707 = -791270.036918
  nChanged 3413
		SP:Iteration 1F (123049.580000 sec): 3 clusters
  Score: Raw -796125.598816 + Penalty 2920.757707 = -793204.841110
  nChanged 550
		SP:Iteration 2F (123049.750000 sec): 3 clusters
  Score: Raw -796408.253887 + Penalty 2920.757707 = -793487.496181
  nChanged 421
		SP:Iteration 3F (123049.960000 sec): 3 clusters
  Score: Raw -796603.462214 + Penalty 2920.757707 = -793682.704507
  nChanged 357
		SP:Iteration 4Q (123050.210000 sec): 3 clusters
  Score: Raw -796765.933942 + Penalty 2920.757707 = -793845.176235
  nChanged 290
		SP:Iteration 5Q (123050.400000 sec): 3 clusters
  Score: Raw -796892.182174 + Penalty 2920.757707 = -793971.424468
  nChanged 258
		SP:Iteration 6Q (123050.640000 sec): 3 clusters
  Score: Raw -796994.804074 + Penalty 2920.757707 = -794074.046367
  nChanged 255
		SP:Iteration 7Q (123050.820000 sec): 3 clusters
  Score: Raw -797096.268089 + Penalty 2920.757707 = -794175.510383
  nChanged 219
		SP:Iteration 8Q (123051.050000 sec): 3 clusters
  Score: Raw -797183.046380 + Penalty 2920.757707 = -794262.288673
  nChanged 200
		SP:Iteration 9Q (123051.240000 sec): 3 clusters
  Score: Raw -797260.266505 + Penalty 2920.757707 = -794339.508798
  nChanged 181
		SP:Iteration 10Q (123051.470000 sec): 3 clusters
  Score: Raw -797323.206515 + Penalty 2920.757707 = -794402.448808
  nChanged 177
		SP:Iteration 11Q (123051.640000 sec): 3 clusters
  Score: Raw -797394.599314 + Penalty 2920.757707 = -794473.841607
  nChanged 179
		SP:Iteration 12Q (123051.830000 sec): 3 clusters
  Score: Raw -797463.389508 + Penalty 2920.757707 = -794542.631802
  nChanged 177
		SP:Iteration 13Q (123052.020000 sec): 3 clusters
  Score: Raw -797532.240288 + Penalty 2920.757707 = -794611.482582
  nChanged 177
		SP:Iteration 14Q (123052.220000 sec): 3 clusters
  Score: Raw -797609.723666 + Penalty 2920.757707 = -794688.965959
  nChanged 189
		SP:Iteration 15Q (123052.440000 sec): 3 clusters
  Score: Raw -797690.067925 + Penalty 2920.757707 = -794769.310218
  nChanged 197
		SP:Iteration 16Q (123052.640000 sec): 3 clusters
  Score: Raw -797774.251558 + Penalty 2920.757707 = -794853.493852
  nChanged 171
		SP:Iteration 17Q (123052.820000 sec): 3 clusters
  Score: Raw -797848.936551 + Penalty 2920.757707 = -794928.178845
  nChanged 158
		SP:Iteration 18Q (123053.040000 sec): 3 clusters
  Score: Raw -797908.683141 + Penalty 2920.757707 = -794987.925434
  nChanged 142
		SP:Iteration 19Q (123053.240000 sec): 3 clusters
  Score: Raw -797963.598472 + Penalty 2920.757707 = -795042.840766
  nChanged 128
		SP:Iteration 20F (123053.490000 sec): 3 clusters
  Score: Raw -798005.082158 + Penalty 2920.757707 = -795084.324451
  nChanged 100
		SP:Iteration 21Q (123053.700000 sec): 3 clusters
  Score: Raw -798033.334876 + Penalty 2920.757707 = -795112.577170
  nChanged 76
		SP:Iteration 22Q (123053.870000 sec): 3 clusters
  Score: Raw -798052.974257 + Penalty 2920.757707 = -795132.216550
  nChanged 73
		SP:Iteration 23Q (123054.080000 sec): 3 clusters
  Score: Raw -798068.869027 + Penalty 2920.757707 = -795148.111321
  nChanged 60
		SP:Iteration 24Q (123054.250000 sec): 3 clusters
  Score: Raw -798083.476702 + Penalty 2920.757707 = -795162.718995
  nChanged 58
		SP:Iteration 25Q (123054.440000 sec): 3 clusters
  Score: Raw -798099.091954 + Penalty 2920.757707 = -795178.334247
  nChanged 60
		SP:Iteration 26Q (123054.640000 sec): 3 clusters
  Score: Raw -798112.242427 + Penalty 2920.757707 = -795191.484720
  nChanged 54
		SP:Iteration 27Q (123054.860000 sec): 3 clusters
  Score: Raw -798126.856594 + Penalty 2920.757707 = -795206.098887
  nChanged 54
		SP:Iteration 28Q (123055.060000 sec): 3 clusters
  Score: Raw -798137.340434 + Penalty 2920.757707 = -795216.582727
  nChanged 46
		SP:Iteration 29Q (123055.260000 sec): 3 clusters
  Score: Raw -798145.683384 + Penalty 2920.757707 = -795224.925677
  nChanged 40
		SP:Iteration 30Q (123055.490000 sec): 3 clusters
  Score: Raw -798152.219657 + Penalty 2920.757707 = -795231.461951
  nChanged 24
		SP:Iteration 31Q (123055.660000 sec): 3 clusters
  Score: Raw -798156.068571 + Penalty 2920.757707 = -795235.310865
  nChanged 23
		SP:Iteration 32Q (123055.840000 sec): 3 clusters
  Score: Raw -798159.519975 + Penalty 2920.757707 = -795238.762268
  nChanged 17
		SP:Iteration 33Q (123056.070000 sec): 3 clusters
  Score: Raw -798162.032982 + Penalty 2920.757707 = -795241.275276
  nChanged 16
		SP:Iteration 34Q (123056.270000 sec): 3 clusters
  Score: Raw -798164.248523 + Penalty 2920.757707 = -795243.490817
  nChanged 20
		SP:Iteration 35Q (123056.440000 sec): 3 clusters
  Score: Raw -798167.707589 + Penalty 2920.757707 = -795246.949882
  nChanged 18
		SP:Iteration 36Q (123056.630000 sec): 3 clusters
  Score: Raw -798171.089294 + Penalty 2920.757707 = -795250.331588
  nChanged 19
		SP:Iteration 37Q (123056.820000 sec): 3 clusters
  Score: Raw -798174.150135 + Penalty 2920.757707 = -795253.392428
  nChanged 19
		SP:Iteration 38Q (123056.980000 sec): 3 clusters
  Score: Raw -798177.650322 + Penalty 2920.757707 = -795256.892615
  nChanged 24
		SP:Iteration 39Q (123057.210000 sec): 3 clusters
  Score: Raw -798181.087358 + Penalty 2920.757707 = -795260.329652
  nChanged 22
		SP:Iteration 40F (123057.420000 sec): 3 clusters
  Score: Raw -798183.686218 + Penalty 2920.757707 = -795262.928511
  nChanged 14
		SP:Iteration 41Q (123057.620000 sec): 3 clusters
  Score: Raw -798185.374792 + Penalty 2920.757707 = -795264.617086
  nChanged 9
		SP:Iteration 42Q (123057.850000 sec): 3 clusters
  Score: Raw -798186.658497 + Penalty 2920.757707 = -795265.900791
  nChanged 10
		SP:Iteration 43Q (123058.030000 sec): 3 clusters
  Score: Raw -798187.967352 + Penalty 2920.757707 = -795267.209645
  nChanged 9
		SP:Iteration 44Q (123058.240000 sec): 3 clusters
  Score: Raw -798188.931115 + Penalty 2920.757707 = -795268.173408
  nChanged 10
		SP:Iteration 45Q (123058.450000 sec): 3 clusters
  Score: Raw -798190.591154 + Penalty 2920.757707 = -795269.833447
  nChanged 12
		SP:Iteration 46Q (123058.670000 sec): 3 clusters
  Score: Raw -798192.988131 + Penalty 2920.757707 = -795272.230424
  nChanged 7
		SP:Iteration 47Q (123058.830000 sec): 3 clusters
  Score: Raw -798193.866250 + Penalty 2920.757707 = -795273.108543
  nChanged 7
		SP:Iteration 48Q (123059.040000 sec): 3 clusters
  Score: Raw -798194.772273 + Penalty 2920.757707 = -795274.014567
  nChanged 6
		SP:Iteration 49Q (123059.230000 sec): 3 clusters
  Score: Raw -798195.197315 + Penalty 2920.757707 = -795274.439609
  nChanged 4
		SP:Iteration 50Q (123059.480000 sec): 3 clusters
  Score: Raw -798195.547275 + Penalty 2920.757707 = -795274.789568
  nChanged 5
		SP:Iteration 51Q (123059.650000 sec): 3 clusters
  Score: Raw -798196.087361 + Penalty 2920.757707 = -795275.329655
  nChanged 5
		SP:Iteration 52Q (123059.870000 sec): 3 clusters
  Score: Raw -798196.968822 + Penalty 2920.757707 = -795276.211116
  nChanged 7
		SP:Iteration 53Q (123060.100000 sec): 3 clusters
  Score: Raw -798198.008842 + Penalty 2920.757707 = -795277.251135
  nChanged 10
		SP:Iteration 54Q (123060.260000 sec): 3 clusters
  Score: Raw -798199.608351 + Penalty 2920.757707 = -795278.850645
  nChanged 12
		SP:Iteration 55Q (123060.500000 sec): 3 clusters
  Score: Raw -798201.446674 + Penalty 2920.757707 = -795280.688968
  nChanged 14
		SP:Iteration 56Q (123060.680000 sec): 3 clusters
  Score: Raw -798203.308694 + Penalty 2920.757707 = -795282.550987
  nChanged 13
		SP:Iteration 57Q (123060.910000 sec): 3 clusters
  Score: Raw -798204.881636 + Penalty 2920.757707 = -795284.123929
  nChanged 10
		SP:Iteration 58Q (123061.110000 sec): 3 clusters
  Score: Raw -798206.347387 + Penalty 2920.757707 = -795285.589681
  nChanged 16
		SP:Iteration 59Q (123061.290000 sec): 3 clusters
  Score: Raw -798208.520181 + Penalty 2920.757707 = -795287.762475
  nChanged 16
		SP:Iteration 60F (123061.530000 sec): 3 clusters
  Score: Raw -798211.461107 + Penalty 2920.757707 = -795290.703400
  nChanged 24
		SP:Iteration 61Q (123061.700000 sec): 3 clusters
  Score: Raw -798215.919929 + Penalty 2920.757707 = -795295.162222
  nChanged 24
		SP:Iteration 62Q (123061.920000 sec): 3 clusters
  Score: Raw -798219.809321 + Penalty 2920.757707 = -795299.051615
  nChanged 21
		SP:Iteration 63Q (123062.130000 sec): 3 clusters
  Score: Raw -798223.495715 + Penalty 2920.757707 = -795302.738008
  nChanged 23
		SP:Iteration 64Q (123062.300000 sec): 3 clusters
  Score: Raw -798226.874000 + Penalty 2920.757707 = -795306.116294
  nChanged 17
		SP:Iteration 65Q (123062.550000 sec): 3 clusters
  Score: Raw -798229.847810 + Penalty 2920.757707 = -795309.090103
  nChanged 24
		SP:Iteration 66Q (123062.730000 sec): 3 clusters
  Score: Raw -798233.443770 + Penalty 2920.757707 = -795312.686063
  nChanged 17
		SP:Iteration 67Q (123062.960000 sec): 3 clusters
  Score: Raw -798238.360665 + Penalty 2920.757707 = -795317.602958
  nChanged 26
		SP:Iteration 68Q (123063.180000 sec): 3 clusters
  Score: Raw -798246.205879 + Penalty 2920.757707 = -795325.448172
  nChanged 33
		SP:Iteration 69Q (123063.380000 sec): 3 clusters
  Score: Raw -798257.312291 + Penalty 2920.757707 = -795336.554584
  nChanged 54
		SP:Iteration 70Q (123063.600000 sec): 3 clusters
  Score: Raw -798280.074551 + Penalty 2920.757707 = -795359.316844
  nChanged 71
		SP:Iteration 71Q (123063.750000 sec): 3 clusters
  Score: Raw -798313.423168 + Penalty 2920.757707 = -795392.665462
  nChanged 96
		SP:Iteration 72Q (123063.930000 sec): 3 clusters
  Score: Raw -798356.370887 + Penalty 2920.757707 = -795435.613180
  nChanged 90
		SP:Iteration 73Q (123064.160000 sec): 3 clusters
  Score: Raw -798390.845317 + Penalty 2920.757707 = -795470.087610
  nChanged 75
		SP:Iteration 74Q (123064.340000 sec): 3 clusters
  Score: Raw -798412.633071 + Penalty 2920.757707 = -795491.875364
  nChanged 73
		SP:Iteration 75Q (123064.540000 sec): 3 clusters
  Score: Raw -798434.451958 + Penalty 2920.757707 = -795513.694252
  nChanged 54
		SP:Iteration 76Q (123064.750000 sec): 3 clusters
  Score: Raw -798448.621523 + Penalty 2920.757707 = -795527.863816
  nChanged 55
		SP:Iteration 77Q (123064.940000 sec): 3 clusters
  Score: Raw -798464.073822 + Penalty 2920.757707 = -795543.316115
  nChanged 58
		SP:Iteration 78Q (123065.120000 sec): 3 clusters
  Score: Raw -798477.469069 + Penalty 2920.757707 = -795556.711363
  nChanged 40
		SP:Iteration 79Q (123065.290000 sec): 3 clusters
  Score: Raw -798487.054826 + Penalty 2920.757707 = -795566.297119
  nChanged 39
		SP:Iteration 80F (123065.490000 sec): 3 clusters
  Score: Raw -798496.162602 + Penalty 2920.757707 = -795575.404895
  nChanged 32
		SP:Iteration 81Q (123065.730000 sec): 3 clusters
  Score: Raw -798502.604224 + Penalty 2920.757707 = -795581.846517
  nChanged 32
		SP:Iteration 82Q (123065.900000 sec): 3 clusters
  Score: Raw -798509.269259 + Penalty 2920.757707 = -795588.511552
  nChanged 29
		SP:Iteration 83Q (123066.110000 sec): 3 clusters
  Score: Raw -798517.224154 + Penalty 2920.757707 = -795596.466448
  nChanged 40
		SP:Iteration 84Q (123066.320000 sec): 3 clusters
  Score: Raw -798527.611939 + Penalty 2920.757707 = -795606.854233
  nChanged 40
		SP:Iteration 85Q (123066.520000 sec): 3 clusters
  Score: Raw -798537.077464 + Penalty 2920.757707 = -795616.319758
  nChanged 30
		SP:Iteration 86Q (123066.730000 sec): 3 clusters
  Score: Raw -798544.393914 + Penalty 2920.757707 = -795623.636207
  nChanged 34
		SP:Iteration 87Q (123066.910000 sec): 3 clusters
  Score: Raw -798552.972691 + Penalty 2920.757707 = -795632.214984
  nChanged 31
		SP:Iteration 88Q (123067.120000 sec): 3 clusters
  Score: Raw -798560.231617 + Penalty 2920.757707 = -795639.473911
  nChanged 34
		SP:Iteration 89Q (123067.320000 sec): 3 clusters
  Score: Raw -798568.898271 + Penalty 2920.757707 = -795648.140565
  nChanged 33
		SP:Iteration 90Q (123067.510000 sec): 3 clusters
  Score: Raw -798577.995389 + Penalty 2920.757707 = -795657.237683
  nChanged 29
		SP:Iteration 91Q (123067.710000 sec): 3 clusters
  Score: Raw -798584.165335 + Penalty 2920.757707 = -795663.407629
  nChanged 28
		SP:Iteration 92Q (123067.920000 sec): 3 clusters
  Score: Raw -798589.920731 + Penalty 2920.757707 = -795669.163025
  nChanged 24
		SP:Iteration 93Q (123068.090000 sec): 3 clusters
  Score: Raw -798595.164899 + Penalty 2920.757707 = -795674.407193
  nChanged 23
		SP:Iteration 94Q (123068.300000 sec): 3 clusters
  Score: Raw -798600.468114 + Penalty 2920.757707 = -795679.710408
  nChanged 28
		SP:Iteration 95Q (123068.490000 sec): 3 clusters
  Score: Raw -798607.712555 + Penalty 2920.757707 = -795686.954849
  nChanged 36
		SP:Iteration 96Q (123068.720000 sec): 3 clusters
  Score: Raw -798616.451328 + Penalty 2920.757707 = -795695.693621
  nChanged 25
		SP:Iteration 97Q (123068.900000 sec): 3 clusters
  Score: Raw -798621.449827 + Penalty 2920.757707 = -795700.692121
  nChanged 34
		SP:Iteration 98Q (123069.130000 sec): 3 clusters
  Score: Raw -798630.922811 + Penalty 2920.757707 = -795710.165104
  nChanged 47
		SP:Iteration 99Q (123069.300000 sec): 3 clusters
  Score: Raw -798644.473174 + Penalty 2920.757707 = -795723.715467
  nChanged 47
		SP:Iteration 100F (123069.500000 sec): 3 clusters
  Score: Raw -798660.012723 + Penalty 2920.757707 = -795739.255016
  nChanged 49
		SP:Iteration 101Q (123069.680000 sec): 3 clusters
  Score: Raw -798676.727529 + Penalty 2920.757707 = -795755.969823
  nChanged 45
		SP:Iteration 102Q (123069.880000 sec): 3 clusters
  Score: Raw -798690.596965 + Penalty 2920.757707 = -795769.839259
  nChanged 45
		SP:Iteration 103Q (123070.100000 sec): 3 clusters
  Score: Raw -798706.144291 + Penalty 2920.757707 = -795785.386585
  nChanged 43
		SP:Iteration 104Q (123070.320000 sec): 3 clusters
  Score: Raw -798719.883456 + Penalty 2920.757707 = -795799.125749
  nChanged 48
		SP:Iteration 105Q (123070.490000 sec): 3 clusters
  Score: Raw -798738.150281 + Penalty 2920.757707 = -795817.392574
  nChanged 46
		SP:Iteration 106Q (123070.670000 sec): 3 clusters
  Score: Raw -798756.091857 + Penalty 2920.757707 = -795835.334151
  nChanged 42
		SP:Iteration 107Q (123070.870000 sec): 3 clusters
  Score: Raw -798773.234295 + Penalty 2920.757707 = -795852.476589
  nChanged 42
		SP:Iteration 108Q (123071.120000 sec): 3 clusters
  Score: Raw -798791.532417 + Penalty 2920.757707 = -795870.774710
  nChanged 44
		SP:Iteration 109Q (123071.340000 sec): 3 clusters
  Score: Raw -798812.566685 + Penalty 2920.757707 = -795891.808979
  nChanged 52
		SP:Iteration 110Q (123071.550000 sec): 3 clusters
  Score: Raw -798842.207653 + Penalty 2920.757707 = -795921.449946
  nChanged 58
		SP:Iteration 111Q (123071.740000 sec): 3 clusters
  Score: Raw -798863.897030 + Penalty 2920.757707 = -795943.139323
  nChanged 34
		SP:Iteration 112Q (123071.930000 sec): 3 clusters
  Score: Raw -798873.958689 + Penalty 2920.757707 = -795953.200983
  nChanged 20
		SP:Iteration 113Q (123072.100000 sec): 3 clusters
  Score: Raw -798879.922143 + Penalty 2920.757707 = -795959.164437
  nChanged 17
		SP:Iteration 114Q (123072.300000 sec): 3 clusters
  Score: Raw -798883.907430 + Penalty 2920.757707 = -795963.149723
  nChanged 18
		SP:Iteration 115Q (123072.500000 sec): 3 clusters
  Score: Raw -798888.622832 + Penalty 2920.757707 = -795967.865126
  nChanged 15
		SP:Iteration 116Q (123072.680000 sec): 3 clusters
  Score: Raw -798893.397541 + Penalty 2920.757707 = -795972.639835
  nChanged 13
		SP:Iteration 117Q (123072.880000 sec): 3 clusters
  Score: Raw -798895.692650 + Penalty 2920.757707 = -795974.934944
  nChanged 13
		SP:Iteration 118Q (123073.070000 sec): 3 clusters
  Score: Raw -798898.851016 + Penalty 2920.757707 = -795978.093309
  nChanged 12
		SP:Iteration 119Q (123073.230000 sec): 3 clusters
  Score: Raw -798901.431361 + Penalty 2920.757707 = -795980.673655
  nChanged 10
		SP:Iteration 120F (123073.490000 sec): 3 clusters
  Score: Raw -798903.288186 + Penalty 2920.757707 = -795982.530480
  nChanged 12
		SP:Iteration 121Q (123073.670000 sec): 3 clusters
  Score: Raw -798906.404436 + Penalty 2920.757707 = -795985.646729
  nChanged 10
		SP:Iteration 122Q (123073.900000 sec): 3 clusters
  Score: Raw -798908.558931 + Penalty 2920.757707 = -795987.801224
  nChanged 8
		SP:Iteration 123Q (123074.090000 sec): 3 clusters
  Score: Raw -798910.781876 + Penalty 2920.757707 = -795990.024169
  nChanged 12
		SP:Iteration 124Q (123074.310000 sec): 3 clusters
  Score: Raw -798913.235139 + Penalty 2920.757707 = -795992.477433
  nChanged 14
		SP:Iteration 125Q (123074.510000 sec): 3 clusters
  Score: Raw -798915.622356 + Penalty 2920.757707 = -795994.864649
  nChanged 8
		SP:Iteration 126Q (123074.700000 sec): 3 clusters
  Score: Raw -798917.097991 + Penalty 2920.757707 = -795996.340284
  nChanged 6
		SP:Iteration 127Q (123074.910000 sec): 3 clusters
  Score: Raw -798918.683062 + Penalty 2920.757707 = -795997.925355
  nChanged 5
		SP:Iteration 128Q (123075.140000 sec): 3 clusters
  Score: Raw -798919.625931 + Penalty 2920.757707 = -795998.868224
  nChanged 1
		SP:Iteration 129Q (123075.330000 sec): 3 clusters
  Score: Raw -798919.932622 + Penalty 2920.757707 = -795999.174915
  nChanged 2
		SP:Iteration 130Q (123075.500000 sec): 3 clusters
  Score: Raw -798920.382232 + Penalty 2920.757707 = -795999.624525
  nChanged 1
		SP:Iteration 131Q (123075.690000 sec): 3 clusters
  Score: Raw -798920.549051 + Penalty 2920.757707 = -795999.791344
  nChanged 3
		SP:Iteration 132Q (123075.880000 sec): 3 clusters
  Score: Raw -798920.806273 + Penalty 2920.757707 = -796000.048567
  nChanged 3
		SP:Iteration 133Q (123076.050000 sec): 3 clusters
  Score: Raw -798921.072599 + Penalty 2920.757707 = -796000.314892
  nChanged 1
		SP:Iteration 134Q (123076.290000 sec): 3 clusters
  Score: Raw -798921.173914 + Penalty 2920.757707 = -796000.416208
  nChanged 0
		SP:Iteration 135F (123076.490000 sec): 3 clusters
  Score: Raw -798921.173914 + Penalty 2920.757707 = -796000.416208
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123076.590000 sec): 2 clusters
  Score: Raw -144387.985825 + Penalty 1167.871416 = -143220.114409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123076.750000 sec): 3 clusters
  Score: Raw -143892.961514 + Penalty 2335.742832 = -141557.218682
  nChanged 420
		SP:Iteration 1F (123076.920000 sec): 3 clusters
  Score: Raw -144200.631703 + Penalty 2335.742832 = -141864.888871
  nChanged 118
		SP:Iteration 2F (123077.090000 sec): 3 clusters
  Score: Raw -144296.465018 + Penalty 2335.742832 = -141960.722186
  nChanged 60
		SP:Iteration 3Q (123077.310000 sec): 3 clusters
  Score: Raw -144347.690257 + Penalty 2335.742832 = -142011.947425
  nChanged 64
		SP:Iteration 4Q (123077.450000 sec): 3 clusters
  Score: Raw -144400.253281 + Penalty 2335.742832 = -142064.510449
  nChanged 29
		SP:Iteration 5Q (123077.630000 sec): 3 clusters
  Score: Raw -144425.724039 + Penalty 2335.742832 = -142089.981207
  nChanged 36
		SP:Iteration 6Q (123077.780000 sec): 3 clusters
  Score: Raw -144457.846410 + Penalty 2335.742832 = -142122.103579
  nChanged 24
		SP:Iteration 7Q (123077.960000 sec): 3 clusters
  Score: Raw -144474.283025 + Penalty 2335.742832 = -142138.540194
  nChanged 28
		SP:Iteration 8Q (123078.120000 sec): 3 clusters
  Score: Raw -144492.193106 + Penalty 2335.742832 = -142156.450274
  nChanged 18
		SP:Iteration 9Q (123078.320000 sec): 3 clusters
  Score: Raw -144506.100801 + Penalty 2335.742832 = -142170.357969
  nChanged 15
		SP:Iteration 10Q (123078.490000 sec): 3 clusters
  Score: Raw -144519.346374 + Penalty 2335.742832 = -142183.603542
  nChanged 12
		SP:Iteration 11Q (123078.660000 sec): 3 clusters
  Score: Raw -144529.106999 + Penalty 2335.742832 = -142193.364168
  nChanged 10
		SP:Iteration 12Q (123078.870000 sec): 3 clusters
  Score: Raw -144536.099083 + Penalty 2335.742832 = -142200.356251
  nChanged 8
		SP:Iteration 13Q (123079.010000 sec): 3 clusters
  Score: Raw -144539.825868 + Penalty 2335.742832 = -142204.083036
  nChanged 6
		SP:Iteration 14Q (123079.140000 sec): 3 clusters
  Score: Raw -144545.295462 + Penalty 2335.742832 = -142209.552630
  nChanged 8
		SP:Iteration 15Q (123079.270000 sec): 3 clusters
  Score: Raw -144550.742629 + Penalty 2335.742832 = -142214.999797
  nChanged 6
		SP:Iteration 16Q (123079.390000 sec): 3 clusters
  Score: Raw -144555.344604 + Penalty 2335.742832 = -142219.601772
  nChanged 5
		SP:Iteration 17Q (123079.520000 sec): 3 clusters
  Score: Raw -144559.313932 + Penalty 2335.742832 = -142223.571101
  nChanged 5
		SP:Iteration 18Q (123079.650000 sec): 3 clusters
  Score: Raw -144563.741873 + Penalty 2335.742832 = -142227.999042
  nChanged 10
		SP:Iteration 19Q (123079.780000 sec): 3 clusters
  Score: Raw -144569.867692 + Penalty 2335.742832 = -142234.124861
  nChanged 6
		SP:Iteration 20F (123079.910000 sec): 3 clusters
  Score: Raw -144574.523272 + Penalty 2335.742832 = -142238.780440
  nChanged 7
		SP:Iteration 21Q (123080.030000 sec): 3 clusters
  Score: Raw -144579.511008 + Penalty 2335.742832 = -142243.768177
  nChanged 7
		SP:Iteration 22Q (123080.160000 sec): 3 clusters
  Score: Raw -144587.141692 + Penalty 2335.742832 = -142251.398861
  nChanged 8
		SP:Iteration 23Q (123080.350000 sec): 3 clusters
  Score: Raw -144592.683940 + Penalty 2335.742832 = -142256.941109
  nChanged 4
		SP:Iteration 24Q (123080.540000 sec): 3 clusters
  Score: Raw -144594.890918 + Penalty 2335.742832 = -142259.148086
  nChanged 3
		SP:Iteration 25Q (123080.670000 sec): 3 clusters
  Score: Raw -144596.530325 + Penalty 2335.742832 = -142260.787493
  nChanged 6
		SP:Iteration 26Q (123080.910000 sec): 3 clusters
  Score: Raw -144600.072274 + Penalty 2335.742832 = -142264.329443
  nChanged 3
		SP:Iteration 27Q (123081.070000 sec): 3 clusters
  Score: Raw -144604.072479 + Penalty 2335.742832 = -142268.329647
  nChanged 7
		SP:Iteration 28Q (123081.270000 sec): 3 clusters
  Score: Raw -144610.960718 + Penalty 2335.742832 = -142275.217886
  nChanged 7
		SP:Iteration 29Q (123081.470000 sec): 3 clusters
  Score: Raw -144615.970513 + Penalty 2335.742832 = -142280.227682
  nChanged 7
		SP:Iteration 30Q (123081.650000 sec): 3 clusters
  Score: Raw -144623.392929 + Penalty 2335.742832 = -142287.650097
  nChanged 5
		SP:Iteration 31Q (123081.830000 sec): 3 clusters
  Score: Raw -144628.832404 + Penalty 2335.742832 = -142293.089573
  nChanged 3
		SP:Iteration 32Q (123082.020000 sec): 3 clusters
  Score: Raw -144630.417425 + Penalty 2335.742832 = -142294.674593
  nChanged 2
		SP:Iteration 33Q (123082.140000 sec): 3 clusters
  Score: Raw -144632.196049 + Penalty 2335.742832 = -142296.453217
  nChanged 3
		SP:Iteration 34Q (123082.250000 sec): 3 clusters
  Score: Raw -144634.255409 + Penalty 2335.742832 = -142298.512577
  nChanged 2
		SP:Iteration 35Q (123082.420000 sec): 3 clusters
  Score: Raw -144635.314243 + Penalty 2335.742832 = -142299.571412
  nChanged 2
		SP:Iteration 36Q (123082.560000 sec): 3 clusters
  Score: Raw -144636.018574 + Penalty 2335.742832 = -142300.275742
  nChanged 1
		SP:Iteration 37Q (123082.730000 sec): 3 clusters
  Score: Raw -144637.858978 + Penalty 2335.742832 = -142302.116146
  nChanged 2
		SP:Iteration 38Q (123082.930000 sec): 3 clusters
  Score: Raw -144639.377692 + Penalty 2335.742832 = -142303.634860
  nChanged 2
		SP:Iteration 39Q (123083.090000 sec): 3 clusters
  Score: Raw -144642.984095 + Penalty 2335.742832 = -142307.241263
  nChanged 0
		SP:Iteration 40F (123083.270000 sec): 3 clusters
  Score: Raw -144642.984095 + Penalty 2335.742832 = -142307.241263
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (108617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123083.810000 sec): 2 clusters
  Score: Raw -11201232.643797 + Penalty 1884.282272 = -11199348.361525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123084.710000 sec): 3 clusters
  Score: Raw -11130493.588633 + Penalty 3768.564544 = -11126725.024089
  nChanged 51818
		SP:Iteration 1F (123085.370000 sec): 3 clusters
  Score: Raw -11161638.426458 + Penalty 3768.564544 = -11157869.861915
  nChanged 5201
		SP:Iteration 2Q (123086.050000 sec): 3 clusters
  Score: Raw -11164101.273446 + Penalty 3768.564544 = -11160332.708902
  nChanged 6570
		SP:Iteration 3F (123086.760000 sec): 3 clusters
  Score: Raw -11168227.648569 + Penalty 3768.564544 = -11164459.084025
  nChanged 8093
		SP:Iteration 4F (123087.520000 sec): 3 clusters
  Score: Raw -11174399.463724 + Penalty 3768.564544 = -11170630.899180
  nChanged 8986
		SP:Iteration 5F (123088.240000 sec): 3 clusters
  Score: Raw -11182145.998544 + Penalty 3768.564544 = -11178377.434000
  nChanged 8474
		SP:Iteration 6F (123088.930000 sec): 3 clusters
  Score: Raw -11189912.021077 + Penalty 3768.564544 = -11186143.456534
  nChanged 6450
		SP:Iteration 7F (123089.650000 sec): 3 clusters
  Score: Raw -11195901.254418 + Penalty 3768.564544 = -11192132.689874
  nChanged 3629
		SP:Iteration 8Q (123090.310000 sec): 3 clusters
  Score: Raw -11199198.484738 + Penalty 3768.564544 = -11195429.920194
  nChanged 1608
		SP:Iteration 9Q (123090.900000 sec): 3 clusters
  Score: Raw -11200631.535965 + Penalty 3768.564544 = -11196862.971421
  nChanged 544
		SP:Iteration 10Q (123091.540000 sec): 3 clusters
  Score: Raw -11201099.599508 + Penalty 3768.564544 = -11197331.034964
  nChanged 204
		SP:Iteration 11Q (123092.200000 sec): 3 clusters
  Score: Raw -11201286.570088 + Penalty 3768.564544 = -11197518.005544
  nChanged 97
		SP:Iteration 12Q (123092.820000 sec): 3 clusters
  Score: Raw -11201380.508361 + Penalty 3768.564544 = -11197611.943817
  nChanged 55
		SP:Iteration 13Q (123093.450000 sec): 3 clusters
  Score: Raw -11201442.866264 + Penalty 3768.564544 = -11197674.301720
  nChanged 46
		SP:Iteration 14Q (123094.090000 sec): 3 clusters
  Score: Raw -11201491.854036 + Penalty 3768.564544 = -11197723.289492
  nChanged 22
		SP:Iteration 15Q (123094.670000 sec): 3 clusters
  Score: Raw -11201509.614524 + Penalty 3768.564544 = -11197741.049980
  nChanged 10
		SP:Iteration 16Q (123095.300000 sec): 3 clusters
  Score: Raw -11201520.854576 + Penalty 3768.564544 = -11197752.290033
  nChanged 6
		SP:Iteration 17Q (123095.910000 sec): 3 clusters
  Score: Raw -11201525.797434 + Penalty 3768.564544 = -11197757.232891
  nChanged 6
		SP:Iteration 18Q (123096.570000 sec): 3 clusters
  Score: Raw -11201533.183520 + Penalty 3768.564544 = -11197764.618976
  nChanged 9
		SP:Iteration 19Q (123097.140000 sec): 3 clusters
  Score: Raw -11201543.438688 + Penalty 3768.564544 = -11197774.874144
  nChanged 9
		SP:Iteration 20F (123097.750000 sec): 3 clusters
  Score: Raw -11201553.097907 + Penalty 3768.564544 = -11197784.533363
  nChanged 10
		SP:Iteration 21Q (123098.450000 sec): 3 clusters
  Score: Raw -11201561.514627 + Penalty 3768.564544 = -11197792.950083
  nChanged 6
		SP:Iteration 22Q (123099.200000 sec): 3 clusters
  Score: Raw -11201567.272286 + Penalty 3768.564544 = -11197798.707743
  nChanged 4
		SP:Iteration 23Q (123099.850000 sec): 3 clusters
  Score: Raw -11201571.842591 + Penalty 3768.564544 = -11197803.278047
  nChanged 4
		SP:Iteration 24Q (123100.420000 sec): 3 clusters
  Score: Raw -11201575.788441 + Penalty 3768.564544 = -11197807.223897
  nChanged 5
		SP:Iteration 25Q (123101.150000 sec): 3 clusters
  Score: Raw -11201581.381024 + Penalty 3768.564544 = -11197812.816481
  nChanged 2
		SP:Iteration 26Q (123101.770000 sec): 3 clusters
  Score: Raw -11201582.524719 + Penalty 3768.564544 = -11197813.960175
  nChanged 3
		SP:Iteration 27Q (123102.410000 sec): 3 clusters
  Score: Raw -11201585.088537 + Penalty 3768.564544 = -11197816.523993
  nChanged 2
		SP:Iteration 28Q (123103.060000 sec): 3 clusters
  Score: Raw -11201586.641968 + Penalty 3768.564544 = -11197818.077424
  nChanged 3
		SP:Iteration 29Q (123103.620000 sec): 3 clusters
  Score: Raw -11201589.291617 + Penalty 3768.564544 = -11197820.727073
  nChanged 2
		SP:Iteration 30Q (123104.230000 sec): 3 clusters
  Score: Raw -11201590.604546 + Penalty 3768.564544 = -11197822.040002
  nChanged 3
		SP:Iteration 31Q (123104.830000 sec): 3 clusters
  Score: Raw -11201594.155315 + Penalty 3768.564544 = -11197825.590771
  nChanged 2
		SP:Iteration 32Q (123105.390000 sec): 3 clusters
  Score: Raw -11201595.622763 + Penalty 3768.564544 = -11197827.058219
  nChanged 3
		SP:Iteration 33Q (123106.050000 sec): 3 clusters
  Score: Raw -11201598.913687 + Penalty 3768.564544 = -11197830.349143
  nChanged 2
		SP:Iteration 34Q (123106.610000 sec): 3 clusters
  Score: Raw -11201601.771256 + Penalty 3768.564544 = -11197833.206712
  nChanged 1
		SP:Iteration 35Q (123107.210000 sec): 3 clusters
  Score: Raw -11201602.116829 + Penalty 3768.564544 = -11197833.552285
  nChanged 0
		SP:Iteration 36F (123107.890000 sec): 3 clusters
  Score: Raw -11201602.116829 + Penalty 3768.564544 = -11197833.552285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (2998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123108.010000 sec): 2 clusters
  Score: Raw -296187.688048 + Penalty 1300.926360 = -294886.761688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123108.240000 sec): 3 clusters
  Score: Raw -294756.689420 + Penalty 2601.852721 = -292154.836700
  nChanged 1161
		SP:Iteration 1F (123108.400000 sec): 3 clusters
  Score: Raw -295438.363050 + Penalty 2601.852721 = -292836.510329
  nChanged 261
		SP:Iteration 2F (123108.630000 sec): 3 clusters
  Score: Raw -295618.697296 + Penalty 2601.852721 = -293016.844575
  nChanged 181
		SP:Iteration 3F (123108.820000 sec): 3 clusters
  Score: Raw -295748.666217 + Penalty 2601.852721 = -293146.813497
  nChanged 141
		SP:Iteration 4Q (123109.020000 sec): 3 clusters
  Score: Raw -295841.074430 + Penalty 2601.852721 = -293239.221709
  nChanged 120
		SP:Iteration 5Q (123109.160000 sec): 3 clusters
  Score: Raw -295915.216803 + Penalty 2601.852721 = -293313.364082
  nChanged 108
		SP:Iteration 6Q (123109.350000 sec): 3 clusters
  Score: Raw -295986.774926 + Penalty 2601.852721 = -293384.922206
  nChanged 91
		SP:Iteration 7Q (123109.500000 sec): 3 clusters
  Score: Raw -296036.718760 + Penalty 2601.852721 = -293434.866040
  nChanged 73
		SP:Iteration 8Q (123109.730000 sec): 3 clusters
  Score: Raw -296083.096713 + Penalty 2601.852721 = -293481.243992
  nChanged 62
		SP:Iteration 9Q (123109.880000 sec): 3 clusters
  Score: Raw -296112.591568 + Penalty 2601.852721 = -293510.738847
  nChanged 38
		SP:Iteration 10Q (123110.090000 sec): 3 clusters
  Score: Raw -296132.716508 + Penalty 2601.852721 = -293530.863787
  nChanged 40
		SP:Iteration 11Q (123110.250000 sec): 3 clusters
  Score: Raw -296153.464920 + Penalty 2601.852721 = -293551.612200
  nChanged 40
		SP:Iteration 12Q (123110.440000 sec): 3 clusters
  Score: Raw -296172.880469 + Penalty 2601.852721 = -293571.027748
  nChanged 45
		SP:Iteration 13Q (123110.590000 sec): 3 clusters
  Score: Raw -296196.294188 + Penalty 2601.852721 = -293594.441468
  nChanged 32
		SP:Iteration 14Q (123110.780000 sec): 3 clusters
  Score: Raw -296210.235060 + Penalty 2601.852721 = -293608.382340
  nChanged 31
		SP:Iteration 15Q (123110.930000 sec): 3 clusters
  Score: Raw -296228.838336 + Penalty 2601.852721 = -293626.985615
  nChanged 37
		SP:Iteration 16Q (123111.150000 sec): 3 clusters
  Score: Raw -296248.039324 + Penalty 2601.852721 = -293646.186603
  nChanged 39
		SP:Iteration 17Q (123111.300000 sec): 3 clusters
  Score: Raw -296268.281699 + Penalty 2601.852721 = -293666.428979
  nChanged 35
		SP:Iteration 18Q (123111.480000 sec): 3 clusters
  Score: Raw -296283.567576 + Penalty 2601.852721 = -293681.714855
  nChanged 25
		SP:Iteration 19Q (123111.650000 sec): 3 clusters
  Score: Raw -296295.155846 + Penalty 2601.852721 = -293693.303125
  nChanged 21
		SP:Iteration 20F (123111.870000 sec): 3 clusters
  Score: Raw -296304.189528 + Penalty 2601.852721 = -293702.336807
  nChanged 18
		SP:Iteration 21Q (123112.070000 sec): 3 clusters
  Score: Raw -296310.552549 + Penalty 2601.852721 = -293708.699828
  nChanged 17
		SP:Iteration 22Q (123112.260000 sec): 3 clusters
  Score: Raw -296315.772383 + Penalty 2601.852721 = -293713.919662
  nChanged 11
		SP:Iteration 23Q (123112.410000 sec): 3 clusters
  Score: Raw -296319.644794 + Penalty 2601.852721 = -293717.792074
  nChanged 14
		SP:Iteration 24Q (123112.620000 sec): 3 clusters
  Score: Raw -296328.059642 + Penalty 2601.852721 = -293726.206921
  nChanged 14
		SP:Iteration 25Q (123112.820000 sec): 3 clusters
  Score: Raw -296337.481977 + Penalty 2601.852721 = -293735.629256
  nChanged 15
		SP:Iteration 26Q (123112.950000 sec): 3 clusters
  Score: Raw -296343.517957 + Penalty 2601.852721 = -293741.665236
  nChanged 9
		SP:Iteration 27Q (123113.120000 sec): 3 clusters
  Score: Raw -296346.468939 + Penalty 2601.852721 = -293744.616219
  nChanged 8
		SP:Iteration 28Q (123113.300000 sec): 3 clusters
  Score: Raw -296349.139007 + Penalty 2601.852721 = -293747.286286
  nChanged 6
		SP:Iteration 29Q (123113.520000 sec): 3 clusters
  Score: Raw -296351.556862 + Penalty 2601.852721 = -293749.704141
  nChanged 9
		SP:Iteration 30Q (123113.670000 sec): 3 clusters
  Score: Raw -296357.044488 + Penalty 2601.852721 = -293755.191768
  nChanged 10
		SP:Iteration 31Q (123113.880000 sec): 3 clusters
  Score: Raw -296361.488142 + Penalty 2601.852721 = -293759.635422
  nChanged 9
		SP:Iteration 32Q (123114.030000 sec): 3 clusters
  Score: Raw -296365.483896 + Penalty 2601.852721 = -293763.631175
  nChanged 12
		SP:Iteration 33Q (123114.200000 sec): 3 clusters
  Score: Raw -296372.361702 + Penalty 2601.852721 = -293770.508982
  nChanged 13
		SP:Iteration 34Q (123114.410000 sec): 3 clusters
  Score: Raw -296378.588927 + Penalty 2601.852721 = -293776.736206
  nChanged 10
		SP:Iteration 35Q (123114.590000 sec): 3 clusters
  Score: Raw -296383.557306 + Penalty 2601.852721 = -293781.704586
  nChanged 11
		SP:Iteration 36Q (123114.770000 sec): 3 clusters
  Score: Raw -296387.625249 + Penalty 2601.852721 = -293785.772528
  nChanged 7
		SP:Iteration 37Q (123114.960000 sec): 3 clusters
  Score: Raw -296391.271413 + Penalty 2601.852721 = -293789.418693
  nChanged 8
		SP:Iteration 38Q (123115.100000 sec): 3 clusters
  Score: Raw -296394.983641 + Penalty 2601.852721 = -293793.130920
  nChanged 8
		SP:Iteration 39Q (123115.240000 sec): 3 clusters
  Score: Raw -296398.257325 + Penalty 2601.852721 = -293796.404604
  nChanged 7
		SP:Iteration 40F (123115.430000 sec): 3 clusters
  Score: Raw -296401.753011 + Penalty 2601.852721 = -293799.900290
  nChanged 7
		SP:Iteration 41Q (123115.630000 sec): 3 clusters
  Score: Raw -296403.730806 + Penalty 2601.852721 = -293801.878085
  nChanged 6
		SP:Iteration 42Q (123115.790000 sec): 3 clusters
  Score: Raw -296407.465285 + Penalty 2601.852721 = -293805.612564
  nChanged 5
		SP:Iteration 43Q (123115.960000 sec): 3 clusters
  Score: Raw -296409.557454 + Penalty 2601.852721 = -293807.704733
  nChanged 6
		SP:Iteration 44Q (123116.160000 sec): 3 clusters
  Score: Raw -296411.122140 + Penalty 2601.852721 = -293809.269420
  nChanged 2
		SP:Iteration 45Q (123116.370000 sec): 3 clusters
  Score: Raw -296411.745475 + Penalty 2601.852721 = -293809.892755
  nChanged 2
		SP:Iteration 46Q (123116.550000 sec): 3 clusters
  Score: Raw -296412.876994 + Penalty 2601.852721 = -293811.024273
  nChanged 2
		SP:Iteration 47Q (123116.750000 sec): 3 clusters
  Score: Raw -296413.908323 + Penalty 2601.852721 = -293812.055602
  nChanged 2
		SP:Iteration 48Q (123116.900000 sec): 3 clusters
  Score: Raw -296414.762561 + Penalty 2601.852721 = -293812.909841
  nChanged 2
		SP:Iteration 49Q (123117.070000 sec): 3 clusters
  Score: Raw -296415.831772 + Penalty 2601.852721 = -293813.979051
  nChanged 2
		SP:Iteration 50Q (123117.290000 sec): 3 clusters
  Score: Raw -296416.370148 + Penalty 2601.852721 = -293814.517427
  nChanged 1
		SP:Iteration 51Q (123117.430000 sec): 3 clusters
  Score: Raw -296417.217013 + Penalty 2601.852721 = -293815.364292
  nChanged 3
		SP:Iteration 52Q (123117.600000 sec): 3 clusters
  Score: Raw -296417.911507 + Penalty 2601.852721 = -293816.058787
  nChanged 0
		SP:Iteration 53F (123117.710000 sec): 3 clusters
  Score: Raw -296417.911507 + Penalty 2601.852721 = -293816.058787
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123117.830000 sec): 2 clusters
  Score: Raw -205984.582340 + Penalty 1241.285471 = -204743.296868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123117.970000 sec): 3 clusters
  Score: Raw -205097.071120 + Penalty 2482.570943 = -202614.500178
  nChanged 729
		SP:Iteration 1F (123118.180000 sec): 3 clusters
  Score: Raw -205648.124383 + Penalty 2482.570943 = -203165.553440
  nChanged 186
		SP:Iteration 2F (123118.350000 sec): 3 clusters
  Score: Raw -205813.454207 + Penalty 2482.570943 = -203330.883264
  nChanged 132
		SP:Iteration 3F (123118.530000 sec): 3 clusters
  Score: Raw -205940.607520 + Penalty 2482.570943 = -203458.036577
  nChanged 94
		SP:Iteration 4Q (123118.730000 sec): 3 clusters
  Score: Raw -206034.629004 + Penalty 2482.570943 = -203552.058062
  nChanged 94
		SP:Iteration 5Q (123118.920000 sec): 3 clusters
  Score: Raw -206130.720715 + Penalty 2482.570943 = -203648.149772
  nChanged 84
		SP:Iteration 6Q (123119.070000 sec): 3 clusters
  Score: Raw -206235.731537 + Penalty 2482.570943 = -203753.160594
  nChanged 90
		SP:Iteration 7Q (123119.300000 sec): 3 clusters
  Score: Raw -206335.427237 + Penalty 2482.570943 = -203852.856295
  nChanged 73
		SP:Iteration 8Q (123119.420000 sec): 3 clusters
  Score: Raw -206420.284481 + Penalty 2482.570943 = -203937.713539
  nChanged 59
		SP:Iteration 9Q (123119.590000 sec): 3 clusters
  Score: Raw -206481.758058 + Penalty 2482.570943 = -203999.187116
  nChanged 47
		SP:Iteration 10Q (123119.770000 sec): 3 clusters
  Score: Raw -206524.475783 + Penalty 2482.570943 = -204041.904841
  nChanged 35
		SP:Iteration 11Q (123119.950000 sec): 3 clusters
  Score: Raw -206554.709493 + Penalty 2482.570943 = -204072.138550
  nChanged 30
		SP:Iteration 12Q (123120.130000 sec): 3 clusters
  Score: Raw -206578.245587 + Penalty 2482.570943 = -204095.674644
  nChanged 19
		SP:Iteration 13Q (123120.300000 sec): 3 clusters
  Score: Raw -206592.822146 + Penalty 2482.570943 = -204110.251203
  nChanged 13
		SP:Iteration 14Q (123120.490000 sec): 3 clusters
  Score: Raw -206602.564583 + Penalty 2482.570943 = -204119.993640
  nChanged 12
		SP:Iteration 15Q (123120.700000 sec): 3 clusters
  Score: Raw -206615.539396 + Penalty 2482.570943 = -204132.968453
  nChanged 15
		SP:Iteration 16Q (123120.840000 sec): 3 clusters
  Score: Raw -206632.674817 + Penalty 2482.570943 = -204150.103875
  nChanged 18
		SP:Iteration 17Q (123121.000000 sec): 3 clusters
  Score: Raw -206644.031618 + Penalty 2482.570943 = -204161.460675
  nChanged 10
		SP:Iteration 18Q (123121.160000 sec): 3 clusters
  Score: Raw -206652.186318 + Penalty 2482.570943 = -204169.615375
  nChanged 7
		SP:Iteration 19Q (123121.370000 sec): 3 clusters
  Score: Raw -206660.104285 + Penalty 2482.570943 = -204177.533343
  nChanged 7
		SP:Iteration 20F (123121.530000 sec): 3 clusters
  Score: Raw -206664.072811 + Penalty 2482.570943 = -204181.501868
  nChanged 3
		SP:Iteration 21Q (123121.680000 sec): 3 clusters
  Score: Raw -206666.660438 + Penalty 2482.570943 = -204184.089495
  nChanged 2
		SP:Iteration 22Q (123121.900000 sec): 3 clusters
  Score: Raw -206667.963816 + Penalty 2482.570943 = -204185.392873
  nChanged 1
		SP:Iteration 23Q (123122.050000 sec): 3 clusters
  Score: Raw -206668.724379 + Penalty 2482.570943 = -204186.153436
  nChanged 2
		SP:Iteration 24Q (123122.260000 sec): 3 clusters
  Score: Raw -206671.008402 + Penalty 2482.570943 = -204188.437459
  nChanged 2
		SP:Iteration 25Q (123122.400000 sec): 3 clusters
  Score: Raw -206673.410721 + Penalty 2482.570943 = -204190.839778
  nChanged 4
		SP:Iteration 26Q (123122.610000 sec): 3 clusters
  Score: Raw -206675.695225 + Penalty 2482.570943 = -204193.124282
  nChanged 2
		SP:Iteration 27Q (123122.740000 sec): 3 clusters
  Score: Raw -206676.582916 + Penalty 2482.570943 = -204194.011974
  nChanged 1
		SP:Iteration 28Q (123122.920000 sec): 3 clusters
  Score: Raw -206676.985148 + Penalty 2482.570943 = -204194.414205
  nChanged 2
		SP:Iteration 29Q (123123.060000 sec): 3 clusters
  Score: Raw -206678.501507 + Penalty 2482.570943 = -204195.930564
  nChanged 3
		SP:Iteration 30Q (123123.250000 sec): 3 clusters
  Score: Raw -206680.716228 + Penalty 2482.570943 = -204198.145285
  nChanged 0
		SP:Iteration 31F (123123.360000 sec): 3 clusters
  Score: Raw -206680.716228 + Penalty 2482.570943 = -204198.145285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123123.490000 sec): 2 clusters
  Score: Raw -810741.978283 + Penalty 1453.128657 = -809288.849625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123123.670000 sec): 3 clusters
  Score: Raw -806530.824647 + Penalty 2906.257315 = -803624.567332
  nChanged 3213
		SP:Iteration 1F (123123.850000 sec): 3 clusters
  Score: Raw -808342.006394 + Penalty 2906.257315 = -805435.749080
  nChanged 540
		SP:Iteration 2F (123124.090000 sec): 3 clusters
  Score: Raw -808648.411028 + Penalty 2906.257315 = -805742.153713
  nChanged 472
		SP:Iteration 3F (123124.320000 sec): 3 clusters
  Score: Raw -808959.380781 + Penalty 2906.257315 = -806053.123466
  nChanged 494
		SP:Iteration 4F (123124.530000 sec): 3 clusters
  Score: Raw -809331.117865 + Penalty 2906.257315 = -806424.860550
  nChanged 465
		SP:Iteration 5F (123124.700000 sec): 3 clusters
  Score: Raw -809696.752154 + Penalty 2906.257315 = -806790.494839
  nChanged 449
		SP:Iteration 6F (123124.900000 sec): 3 clusters
  Score: Raw -810100.184069 + Penalty 2906.257315 = -807193.926755
  nChanged 377
		SP:Iteration 7Q (123125.110000 sec): 3 clusters
  Score: Raw -810435.056218 + Penalty 2906.257315 = -807528.798903
  nChanged 257
		SP:Iteration 8Q (123125.310000 sec): 3 clusters
  Score: Raw -810649.200336 + Penalty 2906.257315 = -807742.943022
  nChanged 157
		SP:Iteration 9Q (123125.510000 sec): 3 clusters
  Score: Raw -810772.647564 + Penalty 2906.257315 = -807866.390250
  nChanged 93
		SP:Iteration 10Q (123125.760000 sec): 3 clusters
  Score: Raw -810847.722462 + Penalty 2906.257315 = -807941.465148
  nChanged 58
		SP:Iteration 11Q (123125.950000 sec): 3 clusters
  Score: Raw -810899.027452 + Penalty 2906.257315 = -807992.770137
  nChanged 39
		SP:Iteration 12Q (123126.180000 sec): 3 clusters
  Score: Raw -810932.081374 + Penalty 2906.257315 = -808025.824059
  nChanged 23
		SP:Iteration 13Q (123126.370000 sec): 3 clusters
  Score: Raw -810952.363476 + Penalty 2906.257315 = -808046.106161
  nChanged 20
		SP:Iteration 14Q (123126.540000 sec): 3 clusters
  Score: Raw -810971.673170 + Penalty 2906.257315 = -808065.415855
  nChanged 15
		SP:Iteration 15Q (123126.690000 sec): 3 clusters
  Score: Raw -810982.318735 + Penalty 2906.257315 = -808076.061420
  nChanged 11
		SP:Iteration 16Q (123126.900000 sec): 3 clusters
  Score: Raw -810990.249305 + Penalty 2906.257315 = -808083.991990
  nChanged 5
		SP:Iteration 17Q (123127.130000 sec): 3 clusters
  Score: Raw -810994.914992 + Penalty 2906.257315 = -808088.657677
  nChanged 9
		SP:Iteration 18Q (123127.300000 sec): 3 clusters
  Score: Raw -811002.198798 + Penalty 2906.257315 = -808095.941483
  nChanged 6
		SP:Iteration 19Q (123127.510000 sec): 3 clusters
  Score: Raw -811006.682448 + Penalty 2906.257315 = -808100.425134
  nChanged 5
		SP:Iteration 20F (123127.690000 sec): 3 clusters
  Score: Raw -811013.678922 + Penalty 2906.257315 = -808107.421607
  nChanged 6
		SP:Iteration 21Q (123127.830000 sec): 3 clusters
  Score: Raw -811017.984413 + Penalty 2906.257315 = -808111.727098
  nChanged 4
		SP:Iteration 22Q (123128.080000 sec): 3 clusters
  Score: Raw -811020.303086 + Penalty 2906.257315 = -808114.045771
  nChanged 1
		SP:Iteration 23Q (123128.250000 sec): 3 clusters
  Score: Raw -811020.976067 + Penalty 2906.257315 = -808114.718753
  nChanged 1
		SP:Iteration 24Q (123128.420000 sec): 3 clusters
  Score: Raw -811021.531750 + Penalty 2906.257315 = -808115.274436
  nChanged 1
		SP:Iteration 25Q (123128.620000 sec): 3 clusters
  Score: Raw -811022.236424 + Penalty 2906.257315 = -808115.979109
  nChanged 0
		SP:Iteration 26F (123128.820000 sec): 3 clusters
  Score: Raw -811022.236424 + Penalty 2906.257315 = -808115.979109
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (70294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123129.210000 sec): 2 clusters
  Score: Raw -7572060.182679 + Penalty 1813.571780 = -7570246.610899
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123129.850000 sec): 3 clusters
  Score: Raw -7526853.725860 + Penalty 3627.143561 = -7523226.582299
  nChanged 33479
		SP:Iteration 1F (123130.290000 sec): 3 clusters
  Score: Raw -7546075.281846 + Penalty 3627.143561 = -7542448.138285
  nChanged 2218
		SP:Iteration 2Q (123130.870000 sec): 3 clusters
  Score: Raw -7546581.610689 + Penalty 3627.143561 = -7542954.467128
  nChanged 2272
		SP:Iteration 3Q (123131.420000 sec): 3 clusters
  Score: Raw -7547140.342099 + Penalty 3627.143561 = -7543513.198539
  nChanged 2372
		SP:Iteration 4Q (123132.070000 sec): 3 clusters
  Score: Raw -7547787.820717 + Penalty 3627.143561 = -7544160.677156
  nChanged 2538
		SP:Iteration 5Q (123132.630000 sec): 3 clusters
  Score: Raw -7548599.425307 + Penalty 3627.143561 = -7544972.281746
  nChanged 2796
		SP:Iteration 6Q (123133.160000 sec): 3 clusters
  Score: Raw -7549706.475169 + Penalty 3627.143561 = -7546079.331608
  nChanged 3158
		SP:Iteration 7Q (123133.670000 sec): 3 clusters
  Score: Raw -7551305.372680 + Penalty 3627.143561 = -7547678.229119
  nChanged 3681
		SP:Iteration 8F (123134.180000 sec): 3 clusters
  Score: Raw -7553754.002762 + Penalty 3627.143561 = -7550126.859201
  nChanged 4040
		SP:Iteration 9F (123134.720000 sec): 3 clusters
  Score: Raw -7557004.214935 + Penalty 3627.143561 = -7553377.071374
  nChanged 4001
		SP:Iteration 10F (123135.270000 sec): 3 clusters
  Score: Raw -7560238.973212 + Penalty 3627.143561 = -7556611.829651
  nChanged 3293
		SP:Iteration 11Q (123135.930000 sec): 3 clusters
  Score: Raw -7562419.343356 + Penalty 3627.143561 = -7558792.199796
  nChanged 2377
		SP:Iteration 12Q (123136.470000 sec): 3 clusters
  Score: Raw -7563686.639499 + Penalty 3627.143561 = -7560059.495938
  nChanged 1689
		SP:Iteration 13Q (123137.000000 sec): 3 clusters
  Score: Raw -7564567.760144 + Penalty 3627.143561 = -7560940.616584
  nChanged 1494
		SP:Iteration 14Q (123137.440000 sec): 3 clusters
  Score: Raw -7565389.374266 + Penalty 3627.143561 = -7561762.230705
  nChanged 1431
		SP:Iteration 15Q (123137.950000 sec): 3 clusters
  Score: Raw -7566191.960833 + Penalty 3627.143561 = -7562564.817272
  nChanged 1286
		SP:Iteration 16Q (123138.460000 sec): 3 clusters
  Score: Raw -7566932.402353 + Penalty 3627.143561 = -7563305.258792
  nChanged 1193
		SP:Iteration 17Q (123138.910000 sec): 3 clusters
  Score: Raw -7567635.242051 + Penalty 3627.143561 = -7564008.098490
  nChanged 1072
		SP:Iteration 18Q (123139.410000 sec): 3 clusters
  Score: Raw -7568278.408293 + Penalty 3627.143561 = -7564651.264733
  nChanged 957
		SP:Iteration 19Q (123139.800000 sec): 3 clusters
  Score: Raw -7568870.610623 + Penalty 3627.143561 = -7565243.467062
  nChanged 897
		SP:Iteration 20F (123140.320000 sec): 3 clusters
  Score: Raw -7569430.810368 + Penalty 3627.143561 = -7565803.666807
  nChanged 799
		SP:Iteration 21Q (123140.790000 sec): 3 clusters
  Score: Raw -7569894.017997 + Penalty 3627.143561 = -7566266.874436
  nChanged 709
		SP:Iteration 22Q (123141.340000 sec): 3 clusters
  Score: Raw -7570258.679649 + Penalty 3627.143561 = -7566631.536088
  nChanged 655
		SP:Iteration 23Q (123141.850000 sec): 3 clusters
  Score: Raw -7570580.855135 + Penalty 3627.143561 = -7566953.711574
  nChanged 590
		SP:Iteration 24Q (123142.350000 sec): 3 clusters
  Score: Raw -7570852.876944 + Penalty 3627.143561 = -7567225.733383
  nChanged 481
		SP:Iteration 25Q (123142.860000 sec): 3 clusters
  Score: Raw -7571054.336145 + Penalty 3627.143561 = -7567427.192584
  nChanged 420
		SP:Iteration 26Q (123143.410000 sec): 3 clusters
  Score: Raw -7571233.556991 + Penalty 3627.143561 = -7567606.413430
  nChanged 384
		SP:Iteration 27Q (123143.870000 sec): 3 clusters
  Score: Raw -7571403.286446 + Penalty 3627.143561 = -7567776.142885
  nChanged 338
		SP:Iteration 28Q (123144.340000 sec): 3 clusters
  Score: Raw -7571538.505707 + Penalty 3627.143561 = -7567911.362146
  nChanged 274
		SP:Iteration 29Q (123144.830000 sec): 3 clusters
  Score: Raw -7571646.912675 + Penalty 3627.143561 = -7568019.769114
  nChanged 248
		SP:Iteration 30Q (123145.360000 sec): 3 clusters
  Score: Raw -7571747.494764 + Penalty 3627.143561 = -7568120.351203
  nChanged 234
		SP:Iteration 31Q (123145.900000 sec): 3 clusters
  Score: Raw -7571846.813766 + Penalty 3627.143561 = -7568219.670205
  nChanged 185
		SP:Iteration 32Q (123146.290000 sec): 3 clusters
  Score: Raw -7571923.981906 + Penalty 3627.143561 = -7568296.838345
  nChanged 146
		SP:Iteration 33Q (123146.880000 sec): 3 clusters
  Score: Raw -7571977.820650 + Penalty 3627.143561 = -7568350.677089
  nChanged 112
		SP:Iteration 34Q (123147.330000 sec): 3 clusters
  Score: Raw -7572017.956110 + Penalty 3627.143561 = -7568390.812549
  nChanged 97
		SP:Iteration 35Q (123147.830000 sec): 3 clusters
  Score: Raw -7572051.023980 + Penalty 3627.143561 = -7568423.880419
  nChanged 89
		SP:Iteration 36Q (123148.280000 sec): 3 clusters
  Score: Raw -7572087.554197 + Penalty 3627.143561 = -7568460.410636
  nChanged 89
		SP:Iteration 37Q (123148.730000 sec): 3 clusters
  Score: Raw -7572125.575527 + Penalty 3627.143561 = -7568498.431966
  nChanged 72
		SP:Iteration 38Q (123149.170000 sec): 3 clusters
  Score: Raw -7572152.598472 + Penalty 3627.143561 = -7568525.454911
  nChanged 67
		SP:Iteration 39Q (123149.590000 sec): 3 clusters
  Score: Raw -7572177.533010 + Penalty 3627.143561 = -7568550.389449
  nChanged 58
		SP:Iteration 40F (123150.040000 sec): 3 clusters
  Score: Raw -7572197.757061 + Penalty 3627.143561 = -7568570.613500
  nChanged 36
		SP:Iteration 41Q (123150.460000 sec): 3 clusters
  Score: Raw -7572214.631761 + Penalty 3627.143561 = -7568587.488200
  nChanged 41
		SP:Iteration 42Q (123150.910000 sec): 3 clusters
  Score: Raw -7572233.221819 + Penalty 3627.143561 = -7568606.078258
  nChanged 32
		SP:Iteration 43Q (123151.380000 sec): 3 clusters
  Score: Raw -7572246.635711 + Penalty 3627.143561 = -7568619.492150
  nChanged 36
		SP:Iteration 44Q (123151.910000 sec): 3 clusters
  Score: Raw -7572259.765121 + Penalty 3627.143561 = -7568632.621560
  nChanged 31
		SP:Iteration 45Q (123152.270000 sec): 3 clusters
  Score: Raw -7572269.839580 + Penalty 3627.143561 = -7568642.696019
  nChanged 24
		SP:Iteration 46Q (123152.800000 sec): 3 clusters
  Score: Raw -7572280.306389 + Penalty 3627.143561 = -7568653.162829
  nChanged 31
		SP:Iteration 47Q (123153.210000 sec): 3 clusters
  Score: Raw -7572292.336836 + Penalty 3627.143561 = -7568665.193275
  nChanged 21
		SP:Iteration 48Q (123153.700000 sec): 3 clusters
  Score: Raw -7572300.675663 + Penalty 3627.143561 = -7568673.532103
  nChanged 22
		SP:Iteration 49Q (123154.250000 sec): 3 clusters
  Score: Raw -7572309.620941 + Penalty 3627.143561 = -7568682.477380
  nChanged 20
		SP:Iteration 50Q (123154.710000 sec): 3 clusters
  Score: Raw -7572316.363527 + Penalty 3627.143561 = -7568689.219967
  nChanged 16
		SP:Iteration 51Q (123155.110000 sec): 3 clusters
  Score: Raw -7572321.039682 + Penalty 3627.143561 = -7568693.896121
  nChanged 6
		SP:Iteration 52Q (123155.590000 sec): 3 clusters
  Score: Raw -7572323.275540 + Penalty 3627.143561 = -7568696.131979
  nChanged 9
		SP:Iteration 53Q (123156.020000 sec): 3 clusters
  Score: Raw -7572325.629307 + Penalty 3627.143561 = -7568698.485746
  nChanged 4
		SP:Iteration 54Q (123156.510000 sec): 3 clusters
  Score: Raw -7572326.646246 + Penalty 3627.143561 = -7568699.502685
  nChanged 1
		SP:Iteration 55Q (123156.940000 sec): 3 clusters
  Score: Raw -7572326.925632 + Penalty 3627.143561 = -7568699.782071
  nChanged 0
		SP:Iteration 56F (123157.410000 sec): 3 clusters
  Score: Raw -7572326.925632 + Penalty 3627.143561 = -7568699.782071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123157.530000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123157.680000 sec): 3 clusters
  Score: Raw -45501.592989 + Penalty 1980.410175 = -43521.182814
  nChanged 101
		SP:Iteration 1F (123157.850000 sec): 3 clusters
  Score: Raw -45653.784761 + Penalty 1980.410175 = -43673.374586
  nChanged 23
		SP:Iteration 2F (123158.030000 sec): 3 clusters
  Score: Raw -45689.864047 + Penalty 1980.410175 = -43709.453871
  nChanged 9
		SP:Iteration 3Q (123158.240000 sec): 3 clusters
  Score: Raw -45703.654001 + Penalty 1980.410175 = -43723.243826
  nChanged 4
		SP:Iteration 4Q (123158.410000 sec): 3 clusters
  Score: Raw -45709.470510 + Penalty 1980.410175 = -43729.060335
  nChanged 2
		SP:Iteration 5Q (123158.590000 sec): 3 clusters
  Score: Raw -45711.810724 + Penalty 1980.410175 = -43731.400548
  nChanged 0
		SP:Iteration 6F (123158.690000 sec): 3 clusters
  Score: Raw -45711.810724 + Penalty 1980.410175 = -43731.400548
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1107 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123158.780000 sec): 2 clusters
  Score: Raw -106400.294754 + Penalty 1139.028952 = -105261.265802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123158.990000 sec): 3 clusters
  Score: Raw -106051.420145 + Penalty 2278.057903 = -103773.362242
  nChanged 331
		SP:Iteration 1F (123159.190000 sec): 3 clusters
  Score: Raw -106359.281538 + Penalty 2278.057903 = -104081.223634
  nChanged 101
		SP:Iteration 2F (123159.350000 sec): 3 clusters
  Score: Raw -106465.309215 + Penalty 2278.057903 = -104187.251312
  nChanged 53
		SP:Iteration 3Q (123159.480000 sec): 3 clusters
  Score: Raw -106515.495572 + Penalty 2278.057903 = -104237.437668
  nChanged 28
		SP:Iteration 4Q (123159.660000 sec): 3 clusters
  Score: Raw -106540.160503 + Penalty 2278.057903 = -104262.102600
  nChanged 17
		SP:Iteration 5Q (123159.880000 sec): 3 clusters
  Score: Raw -106553.986445 + Penalty 2278.057903 = -104275.928542
  nChanged 9
		SP:Iteration 6Q (123160.090000 sec): 3 clusters
  Score: Raw -106559.992661 + Penalty 2278.057903 = -104281.934758
  nChanged 8
		SP:Iteration 7Q (123160.260000 sec): 3 clusters
  Score: Raw -106568.324727 + Penalty 2278.057903 = -104290.266823
  nChanged 9
		SP:Iteration 8Q (123160.440000 sec): 3 clusters
  Score: Raw -106575.521977 + Penalty 2278.057903 = -104297.464074
  nChanged 7
		SP:Iteration 9Q (123160.570000 sec): 3 clusters
  Score: Raw -106579.754910 + Penalty 2278.057903 = -104301.697007
  nChanged 4
		SP:Iteration 10Q (123160.740000 sec): 3 clusters
  Score: Raw -106582.036332 + Penalty 2278.057903 = -104303.978429
  nChanged 3
		SP:Iteration 11Q (123160.910000 sec): 3 clusters
  Score: Raw -106584.409516 + Penalty 2278.057903 = -104306.351613
  nChanged 3
		SP:Iteration 12Q (123161.100000 sec): 3 clusters
  Score: Raw -106586.875431 + Penalty 2278.057903 = -104308.817528
  nChanged 4
		SP:Iteration 13Q (123161.260000 sec): 3 clusters
  Score: Raw -106589.352254 + Penalty 2278.057903 = -104311.294351
  nChanged 4
		SP:Iteration 14Q (123161.440000 sec): 3 clusters
  Score: Raw -106593.784610 + Penalty 2278.057903 = -104315.726707
  nChanged 4
		SP:Iteration 15Q (123161.620000 sec): 3 clusters
  Score: Raw -106596.448268 + Penalty 2278.057903 = -104318.390365
  nChanged 4
		SP:Iteration 16Q (123161.790000 sec): 3 clusters
  Score: Raw -106599.750740 + Penalty 2278.057903 = -104321.692837
  nChanged 4
		SP:Iteration 17Q (123161.980000 sec): 3 clusters
  Score: Raw -106603.365780 + Penalty 2278.057903 = -104325.307877
  nChanged 7
		SP:Iteration 18Q (123162.170000 sec): 3 clusters
  Score: Raw -106610.095368 + Penalty 2278.057903 = -104332.037465
  nChanged 5
		SP:Iteration 19Q (123162.330000 sec): 3 clusters
  Score: Raw -106612.113293 + Penalty 2278.057903 = -104334.055390
  nChanged 2
		SP:Iteration 20F (123162.550000 sec): 3 clusters
  Score: Raw -106613.357713 + Penalty 2278.057903 = -104335.299810
  nChanged 3
		SP:Iteration 21Q (123162.660000 sec): 3 clusters
  Score: Raw -106616.079884 + Penalty 2278.057903 = -104338.021981
  nChanged 1
		SP:Iteration 22Q (123162.830000 sec): 3 clusters
  Score: Raw -106616.579746 + Penalty 2278.057903 = -104338.521843
  nChanged 0
		SP:Iteration 23F (123163.030000 sec): 3 clusters
  Score: Raw -106616.579746 + Penalty 2278.057903 = -104338.521843
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (14073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123163.150000 sec): 2 clusters
  Score: Raw -1454886.799230 + Penalty 1552.202169 = -1453334.597061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123163.430000 sec): 3 clusters
  Score: Raw -1446646.605502 + Penalty 3104.404338 = -1443542.201165
  nChanged 6222
		SP:Iteration 1F (123163.650000 sec): 3 clusters
  Score: Raw -1450155.035527 + Penalty 3104.404338 = -1447050.631189
  nChanged 842
		SP:Iteration 2F (123163.910000 sec): 3 clusters
  Score: Raw -1450557.063563 + Penalty 3104.404338 = -1447452.659226
  nChanged 763
		SP:Iteration 3F (123164.120000 sec): 3 clusters
  Score: Raw -1450914.166147 + Penalty 3104.404338 = -1447809.761809
  nChanged 745
		SP:Iteration 4F (123164.360000 sec): 3 clusters
  Score: Raw -1451290.028786 + Penalty 3104.404338 = -1448185.624448
  nChanged 717
		SP:Iteration 5F (123164.560000 sec): 3 clusters
  Score: Raw -1451718.090123 + Penalty 3104.404338 = -1448613.685785
  nChanged 717
		SP:Iteration 6F (123164.800000 sec): 3 clusters
  Score: Raw -1452147.721938 + Penalty 3104.404338 = -1449043.317600
  nChanged 738
		SP:Iteration 7F (123165.060000 sec): 3 clusters
  Score: Raw -1452579.231323 + Penalty 3104.404338 = -1449474.826985
  nChanged 677
		SP:Iteration 8Q (123165.360000 sec): 3 clusters
  Score: Raw -1452991.191574 + Penalty 3104.404338 = -1449886.787236
  nChanged 635
		SP:Iteration 9Q (123165.560000 sec): 3 clusters
  Score: Raw -1453390.810620 + Penalty 3104.404338 = -1450286.406282
  nChanged 593
		SP:Iteration 10Q (123165.780000 sec): 3 clusters
  Score: Raw -1453738.184393 + Penalty 3104.404338 = -1450633.780055
  nChanged 503
		SP:Iteration 11Q (123166.050000 sec): 3 clusters
  Score: Raw -1454035.200129 + Penalty 3104.404338 = -1450930.795791
  nChanged 432
		SP:Iteration 12Q (123166.270000 sec): 3 clusters
  Score: Raw -1454272.709291 + Penalty 3104.404338 = -1451168.304953
  nChanged 360
		SP:Iteration 13Q (123166.460000 sec): 3 clusters
  Score: Raw -1454475.948040 + Penalty 3104.404338 = -1451371.543703
  nChanged 287
		SP:Iteration 14Q (123166.710000 sec): 3 clusters
  Score: Raw -1454622.260452 + Penalty 3104.404338 = -1451517.856114
  nChanged 224
		SP:Iteration 15Q (123166.980000 sec): 3 clusters
  Score: Raw -1454717.113332 + Penalty 3104.404338 = -1451612.708994
  nChanged 180
		SP:Iteration 16Q (123167.180000 sec): 3 clusters
  Score: Raw -1454771.424522 + Penalty 3104.404338 = -1451667.020185
  nChanged 130
		SP:Iteration 17Q (123167.400000 sec): 3 clusters
  Score: Raw -1454804.805640 + Penalty 3104.404338 = -1451700.401302
  nChanged 101
		SP:Iteration 18Q (123167.610000 sec): 3 clusters
  Score: Raw -1454825.828177 + Penalty 3104.404338 = -1451721.423839
  nChanged 75
		SP:Iteration 19Q (123167.900000 sec): 3 clusters
  Score: Raw -1454838.947351 + Penalty 3104.404338 = -1451734.543014
  nChanged 56
		SP:Iteration 20F (123168.100000 sec): 3 clusters
  Score: Raw -1454848.021950 + Penalty 3104.404338 = -1451743.617613
  nChanged 52
		SP:Iteration 21Q (123168.350000 sec): 3 clusters
  Score: Raw -1454856.115933 + Penalty 3104.404338 = -1451751.711595
  nChanged 39
		SP:Iteration 22Q (123168.600000 sec): 3 clusters
  Score: Raw -1454862.064530 + Penalty 3104.404338 = -1451757.660192
  nChanged 42
		SP:Iteration 23Q (123168.820000 sec): 3 clusters
  Score: Raw -1454867.170326 + Penalty 3104.404338 = -1451762.765988
  nChanged 29
		SP:Iteration 24Q (123169.040000 sec): 3 clusters
  Score: Raw -1454870.768538 + Penalty 3104.404338 = -1451766.364200
  nChanged 28
		SP:Iteration 25Q (123169.280000 sec): 3 clusters
  Score: Raw -1454873.967975 + Penalty 3104.404338 = -1451769.563638
  nChanged 17
		SP:Iteration 26Q (123169.460000 sec): 3 clusters
  Score: Raw -1454875.656583 + Penalty 3104.404338 = -1451771.252245
  nChanged 19
		SP:Iteration 27Q (123169.740000 sec): 3 clusters
  Score: Raw -1454877.400537 + Penalty 3104.404338 = -1451772.996199
  nChanged 15
		SP:Iteration 28Q (123169.940000 sec): 3 clusters
  Score: Raw -1454878.659756 + Penalty 3104.404338 = -1451774.255418
  nChanged 13
		SP:Iteration 29Q (123170.150000 sec): 3 clusters
  Score: Raw -1454880.004885 + Penalty 3104.404338 = -1451775.600547
  nChanged 15
		SP:Iteration 30Q (123170.410000 sec): 3 clusters
  Score: Raw -1454881.387249 + Penalty 3104.404338 = -1451776.982911
  nChanged 11
		SP:Iteration 31Q (123170.620000 sec): 3 clusters
  Score: Raw -1454882.212073 + Penalty 3104.404338 = -1451777.807735
  nChanged 8
		SP:Iteration 32Q (123170.820000 sec): 3 clusters
  Score: Raw -1454883.102243 + Penalty 3104.404338 = -1451778.697905
  nChanged 11
		SP:Iteration 33Q (123171.060000 sec): 3 clusters
  Score: Raw -1454883.872876 + Penalty 3104.404338 = -1451779.468538
  nChanged 8
		SP:Iteration 34Q (123171.300000 sec): 3 clusters
  Score: Raw -1454884.607142 + Penalty 3104.404338 = -1451780.202804
  nChanged 9
		SP:Iteration 35Q (123171.560000 sec): 3 clusters
  Score: Raw -1454885.028848 + Penalty 3104.404338 = -1451780.624510
  nChanged 6
		SP:Iteration 36Q (123171.790000 sec): 3 clusters
  Score: Raw -1454885.575724 + Penalty 3104.404338 = -1451781.171387
  nChanged 4
		SP:Iteration 37Q (123172.050000 sec): 3 clusters
  Score: Raw -1454885.798629 + Penalty 3104.404338 = -1451781.394292
  nChanged 1
		SP:Iteration 38Q (123172.250000 sec): 3 clusters
  Score: Raw -1454885.821687 + Penalty 3104.404338 = -1451781.417349
  nChanged 1
		SP:Iteration 39Q (123172.500000 sec): 3 clusters
  Score: Raw -1454885.881275 + Penalty 3104.404338 = -1451781.476937
  nChanged 1
		SP:Iteration 40F (123172.750000 sec): 3 clusters
  Score: Raw -1454885.954393 + Penalty 3104.404338 = -1451781.550056
  nChanged 3
		SP:Iteration 41Q (123172.980000 sec): 3 clusters
  Score: Raw -1454886.204723 + Penalty 3104.404338 = -1451781.800385
  nChanged 2
		SP:Iteration 42Q (123173.180000 sec): 3 clusters
  Score: Raw -1454886.371075 + Penalty 3104.404338 = -1451781.966737
  nChanged 4
		SP:Iteration 43Q (123173.430000 sec): 3 clusters
  Score: Raw -1454886.580134 + Penalty 3104.404338 = -1451782.175796
  nChanged 2
		SP:Iteration 44Q (123173.650000 sec): 3 clusters
  Score: Raw -1454886.618305 + Penalty 3104.404338 = -1451782.213968
  nChanged 1
		SP:Iteration 45Q (123173.850000 sec): 3 clusters
  Score: Raw -1454886.655411 + Penalty 3104.404338 = -1451782.251074
  nChanged 1
		SP:Iteration 46Q (123174.110000 sec): 3 clusters
  Score: Raw -1454886.717168 + Penalty 3104.404338 = -1451782.312830
  nChanged 0
		SP:Iteration 47F (123174.370000 sec): 3 clusters
  Score: Raw -1454886.717168 + Penalty 3104.404338 = -1451782.312830
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123174.460000 sec): 2 clusters
  Score: Raw -108245.717487 + Penalty 1147.745327 = -107097.972161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123174.680000 sec): 3 clusters
  Score: Raw -107882.697685 + Penalty 2295.490653 = -105587.207032
  nChanged 395
		SP:Iteration 1F (123174.860000 sec): 3 clusters
  Score: Raw -108253.553893 + Penalty 2295.490653 = -105958.063240
  nChanged 94
		SP:Iteration 2F (123175.010000 sec): 3 clusters
  Score: Raw -108352.840338 + Penalty 2295.490653 = -106057.349685
  nChanged 57
		SP:Iteration 3Q (123175.240000 sec): 3 clusters
  Score: Raw -108421.360513 + Penalty 2295.490653 = -106125.869860
  nChanged 60
		SP:Iteration 4F (123175.410000 sec): 3 clusters
  Score: Raw -108529.620194 + Penalty 2295.490653 = -106234.129541
  nChanged 47
		SP:Iteration 5Q (123175.600000 sec): 3 clusters
  Score: Raw -108590.263869 + Penalty 2295.490653 = -106294.773216
  nChanged 41
		SP:Iteration 6Q (123175.750000 sec): 3 clusters
  Score: Raw -108637.561980 + Penalty 2295.490653 = -106342.071327
  nChanged 28
		SP:Iteration 7Q (123175.930000 sec): 3 clusters
  Score: Raw -108674.590803 + Penalty 2295.490653 = -106379.100149
  nChanged 22
		SP:Iteration 8Q (123176.160000 sec): 3 clusters
  Score: Raw -108701.507889 + Penalty 2295.490653 = -106406.017236
  nChanged 25
		SP:Iteration 9Q (123176.300000 sec): 3 clusters
  Score: Raw -108731.512214 + Penalty 2295.490653 = -106436.021561
  nChanged 22
		SP:Iteration 10Q (123176.500000 sec): 3 clusters
  Score: Raw -108761.050923 + Penalty 2295.490653 = -106465.560270
  nChanged 17
		SP:Iteration 11Q (123176.690000 sec): 3 clusters
  Score: Raw -108807.728232 + Penalty 2295.490653 = -106512.237579
  nChanged 28
		SP:Iteration 12Q (123176.910000 sec): 3 clusters
  Score: Raw -108854.407271 + Penalty 2295.490653 = -106558.916618
  nChanged 25
		SP:Iteration 13Q (123177.120000 sec): 3 clusters
  Score: Raw -108896.427044 + Penalty 2295.490653 = -106600.936391
  nChanged 23
		SP:Iteration 14Q (123177.270000 sec): 3 clusters
  Score: Raw -108926.588235 + Penalty 2295.490653 = -106631.097582
  nChanged 14
		SP:Iteration 15Q (123177.400000 sec): 3 clusters
  Score: Raw -108942.907504 + Penalty 2295.490653 = -106647.416851
  nChanged 12
		SP:Iteration 16Q (123177.520000 sec): 3 clusters
  Score: Raw -108956.847166 + Penalty 2295.490653 = -106661.356513
  nChanged 16
		SP:Iteration 17Q (123177.690000 sec): 3 clusters
  Score: Raw -108977.837181 + Penalty 2295.490653 = -106682.346528
  nChanged 16
		SP:Iteration 18Q (123177.850000 sec): 3 clusters
  Score: Raw -108993.331905 + Penalty 2295.490653 = -106697.841252
  nChanged 12
		SP:Iteration 19Q (123177.960000 sec): 3 clusters
  Score: Raw -109003.505159 + Penalty 2295.490653 = -106708.014505
  nChanged 10
		SP:Iteration 20F (123178.160000 sec): 3 clusters
  Score: Raw -109014.051130 + Penalty 2295.490653 = -106718.560477
  nChanged 6
		SP:Iteration 21Q (123178.350000 sec): 3 clusters
  Score: Raw -109019.307180 + Penalty 2295.490653 = -106723.816527
  nChanged 4
		SP:Iteration 22Q (123178.520000 sec): 3 clusters
  Score: Raw -109023.742264 + Penalty 2295.490653 = -106728.251611
  nChanged 2
		SP:Iteration 23Q (123178.680000 sec): 3 clusters
  Score: Raw -109025.527244 + Penalty 2295.490653 = -106730.036591
  nChanged 6
		SP:Iteration 24Q (123178.850000 sec): 3 clusters
  Score: Raw -109032.059563 + Penalty 2295.490653 = -106736.568910
  nChanged 5
		SP:Iteration 25Q (123178.960000 sec): 3 clusters
  Score: Raw -109037.019096 + Penalty 2295.490653 = -106741.528443
  nChanged 6
		SP:Iteration 26Q (123179.120000 sec): 3 clusters
  Score: Raw -109046.957992 + Penalty 2295.490653 = -106751.467338
  nChanged 8
		SP:Iteration 27Q (123179.340000 sec): 3 clusters
  Score: Raw -109067.336512 + Penalty 2295.490653 = -106771.845859
  nChanged 8
		SP:Iteration 28Q (123179.520000 sec): 3 clusters
  Score: Raw -109080.167451 + Penalty 2295.490653 = -106784.676798
  nChanged 8
		SP:Iteration 29Q (123179.660000 sec): 3 clusters
  Score: Raw -109092.058120 + Penalty 2295.490653 = -106796.567467
  nChanged 3
		SP:Iteration 30Q (123179.850000 sec): 3 clusters
  Score: Raw -109096.209198 + Penalty 2295.490653 = -106800.718544
  nChanged 6
		SP:Iteration 31Q (123180.080000 sec): 3 clusters
  Score: Raw -109101.531172 + Penalty 2295.490653 = -106806.040519
  nChanged 5
		SP:Iteration 32Q (123180.260000 sec): 3 clusters
  Score: Raw -109107.233745 + Penalty 2295.490653 = -106811.743092
  nChanged 3
		SP:Iteration 33Q (123180.460000 sec): 3 clusters
  Score: Raw -109109.682974 + Penalty 2295.490653 = -106814.192321
  nChanged 0
		SP:Iteration 34F (123180.660000 sec): 3 clusters
  Score: Raw -109109.682974 + Penalty 2295.490653 = -106814.192321
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123180.820000 sec): 2 clusters
  Score: Raw -2345982.143937 + Penalty 1628.514238 = -2344353.629699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123181.120000 sec): 3 clusters
  Score: Raw -2332299.138899 + Penalty 3257.028476 = -2329042.110423
  nChanged 10228
		SP:Iteration 1F (123181.360000 sec): 3 clusters
  Score: Raw -2337979.936079 + Penalty 3257.028476 = -2334722.907603
  nChanged 1223
		SP:Iteration 2F (123181.660000 sec): 3 clusters
  Score: Raw -2338455.497901 + Penalty 3257.028476 = -2335198.469425
  nChanged 1162
		SP:Iteration 3F (123181.910000 sec): 3 clusters
  Score: Raw -2338934.234915 + Penalty 3257.028476 = -2335677.206439
  nChanged 1115
		SP:Iteration 4Q (123182.210000 sec): 3 clusters
  Score: Raw -2339402.124221 + Penalty 3257.028476 = -2336145.095745
  nChanged 1057
		SP:Iteration 5Q (123182.470000 sec): 3 clusters
  Score: Raw -2339857.993432 + Penalty 3257.028476 = -2336600.964956
  nChanged 1042
		SP:Iteration 6Q (123182.740000 sec): 3 clusters
  Score: Raw -2340343.938893 + Penalty 3257.028476 = -2337086.910417
  nChanged 1015
		SP:Iteration 7Q (123183.030000 sec): 3 clusters
  Score: Raw -2340839.573794 + Penalty 3257.028476 = -2337582.545318
  nChanged 1052
		SP:Iteration 8Q (123183.340000 sec): 3 clusters
  Score: Raw -2341358.178055 + Penalty 3257.028476 = -2338101.149579
  nChanged 964
		SP:Iteration 9Q (123183.600000 sec): 3 clusters
  Score: Raw -2341790.292779 + Penalty 3257.028476 = -2338533.264303
  nChanged 817
		SP:Iteration 10Q (123183.920000 sec): 3 clusters
  Score: Raw -2342160.113812 + Penalty 3257.028476 = -2338903.085336
  nChanged 764
		SP:Iteration 11Q (123184.160000 sec): 3 clusters
  Score: Raw -2342508.323140 + Penalty 3257.028476 = -2339251.294664
  nChanged 696
		SP:Iteration 12Q (123184.450000 sec): 3 clusters
  Score: Raw -2342822.051172 + Penalty 3257.028476 = -2339565.022696
  nChanged 600
		SP:Iteration 13Q (123184.820000 sec): 3 clusters
  Score: Raw -2343069.402577 + Penalty 3257.028476 = -2339812.374101
  nChanged 498
		SP:Iteration 14Q (123185.080000 sec): 3 clusters
  Score: Raw -2343253.967844 + Penalty 3257.028476 = -2339996.939368
  nChanged 417
		SP:Iteration 15Q (123185.390000 sec): 3 clusters
  Score: Raw -2343387.428366 + Penalty 3257.028476 = -2340130.399890
  nChanged 340
		SP:Iteration 16Q (123185.640000 sec): 3 clusters
  Score: Raw -2343486.263832 + Penalty 3257.028476 = -2340229.235356
  nChanged 270
		SP:Iteration 17Q (123185.940000 sec): 3 clusters
  Score: Raw -2343561.337055 + Penalty 3257.028476 = -2340304.308579
  nChanged 266
		SP:Iteration 18Q (123186.240000 sec): 3 clusters
  Score: Raw -2343634.244550 + Penalty 3257.028476 = -2340377.216073
  nChanged 253
		SP:Iteration 19Q (123186.580000 sec): 3 clusters
  Score: Raw -2343709.043579 + Penalty 3257.028476 = -2340452.015103
  nChanged 257
		SP:Iteration 20F (123186.830000 sec): 3 clusters
  Score: Raw -2343776.445490 + Penalty 3257.028476 = -2340519.417014
  nChanged 245
		SP:Iteration 21Q (123187.080000 sec): 3 clusters
  Score: Raw -2343842.050277 + Penalty 3257.028476 = -2340585.021801
  nChanged 227
		SP:Iteration 22Q (123187.370000 sec): 3 clusters
  Score: Raw -2343905.115898 + Penalty 3257.028476 = -2340648.087421
  nChanged 250
		SP:Iteration 23Q (123187.640000 sec): 3 clusters
  Score: Raw -2343979.183339 + Penalty 3257.028476 = -2340722.154863
  nChanged 277
		SP:Iteration 24Q (123187.940000 sec): 3 clusters
  Score: Raw -2344070.969848 + Penalty 3257.028476 = -2340813.941372
  nChanged 278
		SP:Iteration 25Q (123188.220000 sec): 3 clusters
  Score: Raw -2344166.256245 + Penalty 3257.028476 = -2340909.227769
  nChanged 288
		SP:Iteration 26Q (123188.500000 sec): 3 clusters
  Score: Raw -2344265.758771 + Penalty 3257.028476 = -2341008.730295
  nChanged 271
		SP:Iteration 27Q (123188.780000 sec): 3 clusters
  Score: Raw -2344362.814714 + Penalty 3257.028476 = -2341105.786238
  nChanged 262
		SP:Iteration 28Q (123189.050000 sec): 3 clusters
  Score: Raw -2344461.618418 + Penalty 3257.028476 = -2341204.589942
  nChanged 279
		SP:Iteration 29Q (123189.370000 sec): 3 clusters
  Score: Raw -2344565.581419 + Penalty 3257.028476 = -2341308.552943
  nChanged 267
		SP:Iteration 30Q (123189.660000 sec): 3 clusters
  Score: Raw -2344670.227140 + Penalty 3257.028476 = -2341413.198664
  nChanged 284
		SP:Iteration 31Q (123189.950000 sec): 3 clusters
  Score: Raw -2344801.176735 + Penalty 3257.028476 = -2341544.148259
  nChanged 296
		SP:Iteration 32Q (123190.250000 sec): 3 clusters
  Score: Raw -2344932.883381 + Penalty 3257.028476 = -2341675.854905
  nChanged 271
		SP:Iteration 33Q (123190.490000 sec): 3 clusters
  Score: Raw -2345065.239977 + Penalty 3257.028476 = -2341808.211501
  nChanged 264
		SP:Iteration 34Q (123190.790000 sec): 3 clusters
  Score: Raw -2345192.683600 + Penalty 3257.028476 = -2341935.655124
  nChanged 250
		SP:Iteration 35Q (123191.090000 sec): 3 clusters
  Score: Raw -2345311.276975 + Penalty 3257.028476 = -2342054.248499
  nChanged 222
		SP:Iteration 36Q (123191.400000 sec): 3 clusters
  Score: Raw -2345407.640933 + Penalty 3257.028476 = -2342150.612457
  nChanged 211
		SP:Iteration 37Q (123191.700000 sec): 3 clusters
  Score: Raw -2345491.850835 + Penalty 3257.028476 = -2342234.822359
  nChanged 192
		SP:Iteration 38Q (123191.930000 sec): 3 clusters
  Score: Raw -2345569.601168 + Penalty 3257.028476 = -2342312.572692
  nChanged 160
		SP:Iteration 39Q (123192.250000 sec): 3 clusters
  Score: Raw -2345624.661415 + Penalty 3257.028476 = -2342367.632938
  nChanged 130
		SP:Iteration 40F (123192.520000 sec): 3 clusters
  Score: Raw -2345669.582661 + Penalty 3257.028476 = -2342412.554185
  nChanged 121
		SP:Iteration 41Q (123192.750000 sec): 3 clusters
  Score: Raw -2345713.937685 + Penalty 3257.028476 = -2342456.909208
  nChanged 117
		SP:Iteration 42Q (123193.060000 sec): 3 clusters
  Score: Raw -2345761.422889 + Penalty 3257.028476 = -2342504.394413
  nChanged 105
		SP:Iteration 43Q (123193.280000 sec): 3 clusters
  Score: Raw -2345800.021216 + Penalty 3257.028476 = -2342542.992740
  nChanged 108
		SP:Iteration 44Q (123193.550000 sec): 3 clusters
  Score: Raw -2345839.686691 + Penalty 3257.028476 = -2342582.658215
  nChanged 81
		SP:Iteration 45Q (123193.860000 sec): 3 clusters
  Score: Raw -2345867.102864 + Penalty 3257.028476 = -2342610.074388
  nChanged 72
		SP:Iteration 46Q (123194.080000 sec): 3 clusters
  Score: Raw -2345895.359901 + Penalty 3257.028476 = -2342638.331425
  nChanged 73
		SP:Iteration 47Q (123194.410000 sec): 3 clusters
  Score: Raw -2345923.609950 + Penalty 3257.028476 = -2342666.581474
  nChanged 67
		SP:Iteration 48Q (123194.670000 sec): 3 clusters
  Score: Raw -2345951.047084 + Penalty 3257.028476 = -2342694.018608
  nChanged 72
		SP:Iteration 49Q (123194.930000 sec): 3 clusters
  Score: Raw -2345986.604375 + Penalty 3257.028476 = -2342729.575899
  nChanged 66
		SP:Iteration 50Q (123195.180000 sec): 3 clusters
  Score: Raw -2346012.190008 + Penalty 3257.028476 = -2342755.161532
  nChanged 62
		SP:Iteration 51Q (123195.460000 sec): 3 clusters
  Score: Raw -2346038.177875 + Penalty 3257.028476 = -2342781.149399
  nChanged 50
		SP:Iteration 52Q (123195.730000 sec): 3 clusters
  Score: Raw -2346064.489034 + Penalty 3257.028476 = -2342807.460558
  nChanged 66
		SP:Iteration 53Q (123196.050000 sec): 3 clusters
  Score: Raw -2346098.662653 + Penalty 3257.028476 = -2342841.634177
  nChanged 60
		SP:Iteration 54Q (123196.330000 sec): 3 clusters
  Score: Raw -2346127.493042 + Penalty 3257.028476 = -2342870.464566
  nChanged 43
		SP:Iteration 55Q (123196.620000 sec): 3 clusters
  Score: Raw -2346148.939243 + Penalty 3257.028476 = -2342891.910767
  nChanged 41
		SP:Iteration 56Q (123196.940000 sec): 3 clusters
  Score: Raw -2346168.035092 + Penalty 3257.028476 = -2342911.006616
  nChanged 42
		SP:Iteration 57Q (123197.200000 sec): 3 clusters
  Score: Raw -2346186.613598 + Penalty 3257.028476 = -2342929.585121
  nChanged 34
		SP:Iteration 58Q (123197.500000 sec): 3 clusters
  Score: Raw -2346203.015551 + Penalty 3257.028476 = -2342945.987075
  nChanged 31
		SP:Iteration 59Q (123197.750000 sec): 3 clusters
  Score: Raw -2346216.110278 + Penalty 3257.028476 = -2342959.081802
  nChanged 20
		SP:Iteration 60F (123197.980000 sec): 3 clusters
  Score: Raw -2346224.930546 + Penalty 3257.028476 = -2342967.902070
  nChanged 12
		SP:Iteration 61Q (123198.300000 sec): 3 clusters
  Score: Raw -2346229.190231 + Penalty 3257.028476 = -2342972.161755
  nChanged 7
		SP:Iteration 62Q (123198.580000 sec): 3 clusters
  Score: Raw -2346231.838093 + Penalty 3257.028476 = -2342974.809617
  nChanged 6
		SP:Iteration 63Q (123198.860000 sec): 3 clusters
  Score: Raw -2346233.873774 + Penalty 3257.028476 = -2342976.845298
  nChanged 4
		SP:Iteration 64Q (123199.140000 sec): 3 clusters
  Score: Raw -2346236.437013 + Penalty 3257.028476 = -2342979.408537
  nChanged 7
		SP:Iteration 65Q (123199.380000 sec): 3 clusters
  Score: Raw -2346240.251278 + Penalty 3257.028476 = -2342983.222802
  nChanged 9
		SP:Iteration 66Q (123199.640000 sec): 3 clusters
  Score: Raw -2346244.710114 + Penalty 3257.028476 = -2342987.681638
  nChanged 16
		SP:Iteration 67Q (123199.940000 sec): 3 clusters
  Score: Raw -2346251.450541 + Penalty 3257.028476 = -2342994.422065
  nChanged 4
		SP:Iteration 68Q (123200.160000 sec): 3 clusters
  Score: Raw -2346252.866457 + Penalty 3257.028476 = -2342995.837981
  nChanged 9
		SP:Iteration 69Q (123200.420000 sec): 3 clusters
  Score: Raw -2346256.085018 + Penalty 3257.028476 = -2342999.056542
  nChanged 6
		SP:Iteration 70Q (123200.700000 sec): 3 clusters
  Score: Raw -2346258.468127 + Penalty 3257.028476 = -2343001.439651
  nChanged 7
		SP:Iteration 71Q (123200.940000 sec): 3 clusters
  Score: Raw -2346262.032402 + Penalty 3257.028476 = -2343005.003926
  nChanged 4
		SP:Iteration 72Q (123201.170000 sec): 3 clusters
  Score: Raw -2346263.797283 + Penalty 3257.028476 = -2343006.768807
  nChanged 3
		SP:Iteration 73Q (123201.450000 sec): 3 clusters
  Score: Raw -2346265.335198 + Penalty 3257.028476 = -2343008.306721
  nChanged 5
		SP:Iteration 74Q (123201.720000 sec): 3 clusters
  Score: Raw -2346267.646721 + Penalty 3257.028476 = -2343010.618244
  nChanged 6
		SP:Iteration 75Q (123201.990000 sec): 3 clusters
  Score: Raw -2346272.346576 + Penalty 3257.028476 = -2343015.318100
  nChanged 7
		SP:Iteration 76Q (123202.300000 sec): 3 clusters
  Score: Raw -2346276.404990 + Penalty 3257.028476 = -2343019.376514
  nChanged 15
		SP:Iteration 77Q (123202.530000 sec): 3 clusters
  Score: Raw -2346286.258526 + Penalty 3257.028476 = -2343029.230050
  nChanged 16
		SP:Iteration 78Q (123202.800000 sec): 3 clusters
  Score: Raw -2346296.990125 + Penalty 3257.028476 = -2343039.961649
  nChanged 12
		SP:Iteration 79Q (123203.070000 sec): 3 clusters
  Score: Raw -2346303.933031 + Penalty 3257.028476 = -2343046.904555
  nChanged 5
		SP:Iteration 80F (123203.360000 sec): 3 clusters
  Score: Raw -2346306.084024 + Penalty 3257.028476 = -2343049.055547
  nChanged 3
		SP:Iteration 81Q (123203.600000 sec): 3 clusters
  Score: Raw -2346307.787695 + Penalty 3257.028476 = -2343050.759219
  nChanged 3
		SP:Iteration 82Q (123203.890000 sec): 3 clusters
  Score: Raw -2346308.976995 + Penalty 3257.028476 = -2343051.948519
  nChanged 5
		SP:Iteration 83Q (123204.190000 sec): 3 clusters
  Score: Raw -2346311.363330 + Penalty 3257.028476 = -2343054.334854
  nChanged 2
		SP:Iteration 84Q (123204.460000 sec): 3 clusters
  Score: Raw -2346313.295717 + Penalty 3257.028476 = -2343056.267241
  nChanged 4
		SP:Iteration 85Q (123204.810000 sec): 3 clusters
  Score: Raw -2346317.651032 + Penalty 3257.028476 = -2343060.622556
  nChanged 7
		SP:Iteration 86Q (123205.080000 sec): 3 clusters
  Score: Raw -2346322.296773 + Penalty 3257.028476 = -2343065.268297
  nChanged 5
		SP:Iteration 87Q (123205.370000 sec): 3 clusters
  Score: Raw -2346325.393145 + Penalty 3257.028476 = -2343068.364669
  nChanged 3
		SP:Iteration 88Q (123205.660000 sec): 3 clusters
  Score: Raw -2346326.759626 + Penalty 3257.028476 = -2343069.731150
  nChanged 4
		SP:Iteration 89Q (123205.890000 sec): 3 clusters
  Score: Raw -2346329.238787 + Penalty 3257.028476 = -2343072.210311
  nChanged 4
		SP:Iteration 90Q (123206.200000 sec): 3 clusters
  Score: Raw -2346331.518261 + Penalty 3257.028476 = -2343074.489785
  nChanged 5
		SP:Iteration 91Q (123206.460000 sec): 3 clusters
  Score: Raw -2346334.127752 + Penalty 3257.028476 = -2343077.099276
  nChanged 2
		SP:Iteration 92Q (123206.800000 sec): 3 clusters
  Score: Raw -2346334.883917 + Penalty 3257.028476 = -2343077.855441
  nChanged 2
		SP:Iteration 93Q (123207.070000 sec): 3 clusters
  Score: Raw -2346336.482569 + Penalty 3257.028476 = -2343079.454093
  nChanged 2
		SP:Iteration 94Q (123207.390000 sec): 3 clusters
  Score: Raw -2346337.216518 + Penalty 3257.028476 = -2343080.188042
  nChanged 4
		SP:Iteration 95Q (123207.670000 sec): 3 clusters
  Score: Raw -2346338.428177 + Penalty 3257.028476 = -2343081.399701
  nChanged 3
		SP:Iteration 96Q (123207.920000 sec): 3 clusters
  Score: Raw -2346339.342676 + Penalty 3257.028476 = -2343082.314200
  nChanged 1
		SP:Iteration 97Q (123208.220000 sec): 3 clusters
  Score: Raw -2346339.819722 + Penalty 3257.028476 = -2343082.791246
  nChanged 0
		SP:Iteration 98F (123208.460000 sec): 3 clusters
  Score: Raw -2346339.819722 + Penalty 3257.028476 = -2343082.791246
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123208.590000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123208.780000 sec): 3 clusters
  Score: Raw -21795.603157 + Penalty 1779.850654 = -20015.752503
  nChanged 44
		SP:Iteration 1F (123208.960000 sec): 3 clusters
  Score: Raw -21907.444798 + Penalty 1779.850654 = -20127.594144
  nChanged 10
		SP:Iteration 2Q (123209.150000 sec): 3 clusters
  Score: Raw -21930.815272 + Penalty 1779.850654 = -20150.964617
  nChanged 3
		SP:Iteration 3Q (123209.350000 sec): 3 clusters
  Score: Raw -21940.737228 + Penalty 1779.850654 = -20160.886574
  nChanged 2
		SP:Iteration 4Q (123209.540000 sec): 3 clusters
  Score: Raw -21945.582923 + Penalty 1779.850654 = -20165.732269
  nChanged 0
		SP:Iteration 5F (123209.740000 sec): 3 clusters
  Score: Raw -21945.582923 + Penalty 1779.850654 = -20165.732269
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123210.000000 sec): 2 clusters
  Score: Raw -3900976.490566 + Penalty 1701.023185 = -3899275.467381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123210.330000 sec): 3 clusters
  Score: Raw -3879164.705176 + Penalty 3402.046370 = -3875762.658806
  nChanged 16121
		SP:Iteration 1F (123210.670000 sec): 3 clusters
  Score: Raw -3888156.564360 + Penalty 3402.046370 = -3884754.517990
  nChanged 1396
		SP:Iteration 2Q (123211.050000 sec): 3 clusters
  Score: Raw -3888581.102994 + Penalty 3402.046370 = -3885179.056624
  nChanged 1429
		SP:Iteration 3Q (123211.390000 sec): 3 clusters
  Score: Raw -3889097.428007 + Penalty 3402.046370 = -3885695.381637
  nChanged 1691
		SP:Iteration 4Q (123211.690000 sec): 3 clusters
  Score: Raw -3889894.197972 + Penalty 3402.046370 = -3886492.151602
  nChanged 2130
		SP:Iteration 5F (123212.060000 sec): 3 clusters
  Score: Raw -3891193.047125 + Penalty 3402.046370 = -3887791.000754
  nChanged 2724
		SP:Iteration 6F (123212.410000 sec): 3 clusters
  Score: Raw -3893351.604672 + Penalty 3402.046370 = -3889949.558301
  nChanged 3058
		SP:Iteration 7F (123212.730000 sec): 3 clusters
  Score: Raw -3896271.971587 + Penalty 3402.046370 = -3892869.925216
  nChanged 2639
		SP:Iteration 8F (123213.110000 sec): 3 clusters
  Score: Raw -3899052.100621 + Penalty 3402.046370 = -3895650.054250
  nChanged 1420
		SP:Iteration 9Q (123213.460000 sec): 3 clusters
  Score: Raw -3900541.047974 + Penalty 3402.046370 = -3897139.001603
  nChanged 392
		SP:Iteration 10Q (123213.780000 sec): 3 clusters
  Score: Raw -3900938.345418 + Penalty 3402.046370 = -3897536.299048
  nChanged 78
		SP:Iteration 11Q (123214.080000 sec): 3 clusters
  Score: Raw -3901052.332906 + Penalty 3402.046370 = -3897650.286536
  nChanged 21
		SP:Iteration 12Q (123214.330000 sec): 3 clusters
  Score: Raw -3901099.170039 + Penalty 3402.046370 = -3897697.123668
  nChanged 11
		SP:Iteration 13Q (123214.660000 sec): 3 clusters
  Score: Raw -3901121.374495 + Penalty 3402.046370 = -3897719.328125
  nChanged 4
		SP:Iteration 14Q (123215.050000 sec): 3 clusters
  Score: Raw -3901127.449153 + Penalty 3402.046370 = -3897725.402783
  nChanged 4
		SP:Iteration 15Q (123215.330000 sec): 3 clusters
  Score: Raw -3901131.153846 + Penalty 3402.046370 = -3897729.107475
  nChanged 2
		SP:Iteration 16Q (123215.690000 sec): 3 clusters
  Score: Raw -3901132.307603 + Penalty 3402.046370 = -3897730.261232
  nChanged 1
		SP:Iteration 17Q (123216.030000 sec): 3 clusters
  Score: Raw -3901135.275982 + Penalty 3402.046370 = -3897733.229612
  nChanged 0
		SP:Iteration 18F (123216.390000 sec): 3 clusters
  Score: Raw -3901135.275982 + Penalty 3402.046370 = -3897733.229612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (11019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123216.550000 sec): 2 clusters
  Score: Raw -1059600.189765 + Penalty 1512.448654 = -1058087.741111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123216.790000 sec): 3 clusters
  Score: Raw -1053317.419534 + Penalty 3024.897309 = -1050292.522226
  nChanged 4786
		SP:Iteration 1F (123217.070000 sec): 3 clusters
  Score: Raw -1056065.795678 + Penalty 3024.897309 = -1053040.898369
  nChanged 765
		SP:Iteration 2F (123217.310000 sec): 3 clusters
  Score: Raw -1056493.535238 + Penalty 3024.897309 = -1053468.637929
  nChanged 721
		SP:Iteration 3F (123217.610000 sec): 3 clusters
  Score: Raw -1056909.733310 + Penalty 3024.897309 = -1053884.836002
  nChanged 627
		SP:Iteration 4F (123217.830000 sec): 3 clusters
  Score: Raw -1057234.955069 + Penalty 3024.897309 = -1054210.057761
  nChanged 543
		SP:Iteration 5Q (123218.040000 sec): 3 clusters
  Score: Raw -1057504.320925 + Penalty 3024.897309 = -1054479.423617
  nChanged 503
		SP:Iteration 6Q (123218.330000 sec): 3 clusters
  Score: Raw -1057761.489368 + Penalty 3024.897309 = -1054736.592059
  nChanged 442
		SP:Iteration 7Q (123218.550000 sec): 3 clusters
  Score: Raw -1057984.737474 + Penalty 3024.897309 = -1054959.840165
  nChanged 387
		SP:Iteration 8Q (123218.820000 sec): 3 clusters
  Score: Raw -1058195.252486 + Penalty 3024.897309 = -1055170.355177
  nChanged 390
		SP:Iteration 9Q (123219.060000 sec): 3 clusters
  Score: Raw -1058396.886383 + Penalty 3024.897309 = -1055371.989074
  nChanged 374
		SP:Iteration 10Q (123219.280000 sec): 3 clusters
  Score: Raw -1058589.782210 + Penalty 3024.897309 = -1055564.884902
  nChanged 322
		SP:Iteration 11Q (123219.500000 sec): 3 clusters
  Score: Raw -1058751.235828 + Penalty 3024.897309 = -1055726.338519
  nChanged 286
		SP:Iteration 12Q (123219.710000 sec): 3 clusters
  Score: Raw -1058880.158413 + Penalty 3024.897309 = -1055855.261104
  nChanged 270
		SP:Iteration 13Q (123219.920000 sec): 3 clusters
  Score: Raw -1058997.379014 + Penalty 3024.897309 = -1055972.481706
  nChanged 210
		SP:Iteration 14Q (123220.210000 sec): 3 clusters
  Score: Raw -1059089.472880 + Penalty 3024.897309 = -1056064.575571
  nChanged 209
		SP:Iteration 15Q (123220.450000 sec): 3 clusters
  Score: Raw -1059185.334841 + Penalty 3024.897309 = -1056160.437532
  nChanged 186
		SP:Iteration 16Q (123220.640000 sec): 3 clusters
  Score: Raw -1059267.455465 + Penalty 3024.897309 = -1056242.558157
  nChanged 178
		SP:Iteration 17Q (123220.880000 sec): 3 clusters
  Score: Raw -1059338.756748 + Penalty 3024.897309 = -1056313.859439
  nChanged 160
		SP:Iteration 18Q (123221.130000 sec): 3 clusters
  Score: Raw -1059391.322842 + Penalty 3024.897309 = -1056366.425534
  nChanged 117
		SP:Iteration 19Q (123221.450000 sec): 3 clusters
  Score: Raw -1059426.323532 + Penalty 3024.897309 = -1056401.426224
  nChanged 125
		SP:Iteration 20F (123221.660000 sec): 3 clusters
  Score: Raw -1059462.631692 + Penalty 3024.897309 = -1056437.734383
  nChanged 105
		SP:Iteration 21Q (123221.880000 sec): 3 clusters
  Score: Raw -1059492.405677 + Penalty 3024.897309 = -1056467.508368
  nChanged 87
		SP:Iteration 22Q (123222.150000 sec): 3 clusters
  Score: Raw -1059510.333506 + Penalty 3024.897309 = -1056485.436197
  nChanged 67
		SP:Iteration 23Q (123222.390000 sec): 3 clusters
  Score: Raw -1059523.827942 + Penalty 3024.897309 = -1056498.930634
  nChanged 50
		SP:Iteration 24Q (123222.640000 sec): 3 clusters
  Score: Raw -1059532.181342 + Penalty 3024.897309 = -1056507.284033
  nChanged 45
		SP:Iteration 25Q (123222.840000 sec): 3 clusters
  Score: Raw -1059540.070988 + Penalty 3024.897309 = -1056515.173679
  nChanged 45
		SP:Iteration 26Q (123223.080000 sec): 3 clusters
  Score: Raw -1059548.276414 + Penalty 3024.897309 = -1056523.379105
  nChanged 31
		SP:Iteration 27Q (123223.320000 sec): 3 clusters
  Score: Raw -1059553.947117 + Penalty 3024.897309 = -1056529.049808
  nChanged 25
		SP:Iteration 28Q (123223.560000 sec): 3 clusters
  Score: Raw -1059557.699151 + Penalty 3024.897309 = -1056532.801842
  nChanged 25
		SP:Iteration 29Q (123223.820000 sec): 3 clusters
  Score: Raw -1059562.542798 + Penalty 3024.897309 = -1056537.645490
  nChanged 26
		SP:Iteration 30Q (123224.040000 sec): 3 clusters
  Score: Raw -1059565.912348 + Penalty 3024.897309 = -1056541.015039
  nChanged 20
		SP:Iteration 31Q (123224.250000 sec): 3 clusters
  Score: Raw -1059568.260978 + Penalty 3024.897309 = -1056543.363669
  nChanged 12
		SP:Iteration 32Q (123224.490000 sec): 3 clusters
  Score: Raw -1059570.325100 + Penalty 3024.897309 = -1056545.427791
  nChanged 17
		SP:Iteration 33Q (123224.700000 sec): 3 clusters
  Score: Raw -1059572.760824 + Penalty 3024.897309 = -1056547.863515
  nChanged 17
		SP:Iteration 34Q (123224.930000 sec): 3 clusters
  Score: Raw -1059575.243592 + Penalty 3024.897309 = -1056550.346283
  nChanged 17
		SP:Iteration 35Q (123225.150000 sec): 3 clusters
  Score: Raw -1059576.464760 + Penalty 3024.897309 = -1056551.567451
  nChanged 9
		SP:Iteration 36Q (123225.440000 sec): 3 clusters
  Score: Raw -1059577.300573 + Penalty 3024.897309 = -1056552.403264
  nChanged 5
		SP:Iteration 37Q (123225.640000 sec): 3 clusters
  Score: Raw -1059577.837242 + Penalty 3024.897309 = -1056552.939933
  nChanged 3
		SP:Iteration 38Q (123225.890000 sec): 3 clusters
  Score: Raw -1059577.999831 + Penalty 3024.897309 = -1056553.102523
  nChanged 3
		SP:Iteration 39Q (123226.110000 sec): 3 clusters
  Score: Raw -1059578.333669 + Penalty 3024.897309 = -1056553.436360
  nChanged 2
		SP:Iteration 40F (123226.320000 sec): 3 clusters
  Score: Raw -1059578.561262 + Penalty 3024.897309 = -1056553.663953
  nChanged 4
		SP:Iteration 41Q (123226.540000 sec): 3 clusters
  Score: Raw -1059579.463006 + Penalty 3024.897309 = -1056554.565697
  nChanged 7
		SP:Iteration 42Q (123226.770000 sec): 3 clusters
  Score: Raw -1059580.080276 + Penalty 3024.897309 = -1056555.182967
  nChanged 9
		SP:Iteration 43Q (123226.980000 sec): 3 clusters
  Score: Raw -1059580.912672 + Penalty 3024.897309 = -1056556.015364
  nChanged 4
		SP:Iteration 44Q (123227.240000 sec): 3 clusters
  Score: Raw -1059581.279314 + Penalty 3024.897309 = -1056556.382005
  nChanged 4
		SP:Iteration 45Q (123227.450000 sec): 3 clusters
  Score: Raw -1059581.486468 + Penalty 3024.897309 = -1056556.589159
  nChanged 1
		SP:Iteration 46Q (123227.680000 sec): 3 clusters
  Score: Raw -1059581.589500 + Penalty 3024.897309 = -1056556.692192
  nChanged 0
		SP:Iteration 47F (123227.910000 sec): 3 clusters
  Score: Raw -1059581.589500 + Penalty 3024.897309 = -1056556.692192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123228.100000 sec): 2 clusters
  Score: Raw -2055596.859694 + Penalty 1608.551177 = -2053988.308517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123228.300000 sec): 3 clusters
  Score: Raw -2043652.407446 + Penalty 3217.102354 = -2040435.305092
  nChanged 8880
		SP:Iteration 1F (123228.580000 sec): 3 clusters
  Score: Raw -2048570.133070 + Penalty 3217.102354 = -2045353.030717
  nChanged 1130
		SP:Iteration 2F (123228.850000 sec): 3 clusters
  Score: Raw -2049067.127115 + Penalty 3217.102354 = -2045850.024761
  nChanged 1035
		SP:Iteration 3F (123229.170000 sec): 3 clusters
  Score: Raw -2049543.952671 + Penalty 3217.102354 = -2046326.850317
  nChanged 1020
		SP:Iteration 4F (123229.430000 sec): 3 clusters
  Score: Raw -2050067.013852 + Penalty 3217.102354 = -2046849.911498
  nChanged 1064
		SP:Iteration 5F (123229.760000 sec): 3 clusters
  Score: Raw -2050673.752210 + Penalty 3217.102354 = -2047456.649857
  nChanged 1110
		SP:Iteration 6F (123230.060000 sec): 3 clusters
  Score: Raw -2051335.759998 + Penalty 3217.102354 = -2048118.657644
  nChanged 1064
		SP:Iteration 7F (123230.320000 sec): 3 clusters
  Score: Raw -2051990.557357 + Penalty 3217.102354 = -2048773.455003
  nChanged 987
		SP:Iteration 8Q (123230.600000 sec): 3 clusters
  Score: Raw -2052579.983863 + Penalty 3217.102354 = -2049362.881509
  nChanged 880
		SP:Iteration 9Q (123230.840000 sec): 3 clusters
  Score: Raw -2053108.428043 + Penalty 3217.102354 = -2049891.325690
  nChanged 779
		SP:Iteration 10Q (123231.170000 sec): 3 clusters
  Score: Raw -2053518.461566 + Penalty 3217.102354 = -2050301.359212
  nChanged 619
		SP:Iteration 11Q (123231.410000 sec): 3 clusters
  Score: Raw -2053785.544353 + Penalty 3217.102354 = -2050568.442000
  nChanged 477
		SP:Iteration 12Q (123231.700000 sec): 3 clusters
  Score: Raw -2053952.467769 + Penalty 3217.102354 = -2050735.365416
  nChanged 365
		SP:Iteration 13Q (123231.980000 sec): 3 clusters
  Score: Raw -2054063.737889 + Penalty 3217.102354 = -2050846.635535
  nChanged 300
		SP:Iteration 14Q (123232.230000 sec): 3 clusters
  Score: Raw -2054142.940981 + Penalty 3217.102354 = -2050925.838628
  nChanged 255
		SP:Iteration 15Q (123232.480000 sec): 3 clusters
  Score: Raw -2054200.826552 + Penalty 3217.102354 = -2050983.724198
  nChanged 193
		SP:Iteration 16Q (123232.730000 sec): 3 clusters
  Score: Raw -2054239.944825 + Penalty 3217.102354 = -2051022.842472
  nChanged 165
		SP:Iteration 17Q (123233.010000 sec): 3 clusters
  Score: Raw -2054276.411925 + Penalty 3217.102354 = -2051059.309571
  nChanged 171
		SP:Iteration 18Q (123233.250000 sec): 3 clusters
  Score: Raw -2054306.449158 + Penalty 3217.102354 = -2051089.346805
  nChanged 148
		SP:Iteration 19Q (123233.500000 sec): 3 clusters
  Score: Raw -2054330.335672 + Penalty 3217.102354 = -2051113.233319
  nChanged 129
		SP:Iteration 20F (123233.810000 sec): 3 clusters
  Score: Raw -2054349.610996 + Penalty 3217.102354 = -2051132.508642
  nChanged 106
		SP:Iteration 21Q (123234.100000 sec): 3 clusters
  Score: Raw -2054365.256352 + Penalty 3217.102354 = -2051148.153998
  nChanged 88
		SP:Iteration 22Q (123234.320000 sec): 3 clusters
  Score: Raw -2054376.653218 + Penalty 3217.102354 = -2051159.550864
  nChanged 81
		SP:Iteration 23Q (123234.640000 sec): 3 clusters
  Score: Raw -2054384.190290 + Penalty 3217.102354 = -2051167.087937
  nChanged 60
		SP:Iteration 24Q (123234.880000 sec): 3 clusters
  Score: Raw -2054390.658074 + Penalty 3217.102354 = -2051173.555720
  nChanged 63
		SP:Iteration 25Q (123235.180000 sec): 3 clusters
  Score: Raw -2054397.247109 + Penalty 3217.102354 = -2051180.144755
  nChanged 45
		SP:Iteration 26Q (123235.440000 sec): 3 clusters
  Score: Raw -2054401.805311 + Penalty 3217.102354 = -2051184.702958
  nChanged 52
		SP:Iteration 27Q (123235.680000 sec): 3 clusters
  Score: Raw -2054407.222834 + Penalty 3217.102354 = -2051190.120481
  nChanged 50
		SP:Iteration 28Q (123235.960000 sec): 3 clusters
  Score: Raw -2054411.883933 + Penalty 3217.102354 = -2051194.781579
  nChanged 38
		SP:Iteration 29Q (123236.230000 sec): 3 clusters
  Score: Raw -2054415.722846 + Penalty 3217.102354 = -2051198.620492
  nChanged 40
		SP:Iteration 30Q (123236.480000 sec): 3 clusters
  Score: Raw -2054419.271186 + Penalty 3217.102354 = -2051202.168832
  nChanged 41
		SP:Iteration 31Q (123236.800000 sec): 3 clusters
  Score: Raw -2054423.242518 + Penalty 3217.102354 = -2051206.140164
  nChanged 41
		SP:Iteration 32Q (123237.110000 sec): 3 clusters
  Score: Raw -2054426.674101 + Penalty 3217.102354 = -2051209.571747
  nChanged 38
		SP:Iteration 33Q (123237.360000 sec): 3 clusters
  Score: Raw -2054430.018126 + Penalty 3217.102354 = -2051212.915773
  nChanged 39
		SP:Iteration 34Q (123237.640000 sec): 3 clusters
  Score: Raw -2054433.530258 + Penalty 3217.102354 = -2051216.427904
  nChanged 32
		SP:Iteration 35Q (123237.960000 sec): 3 clusters
  Score: Raw -2054436.922341 + Penalty 3217.102354 = -2051219.819987
  nChanged 31
		SP:Iteration 36Q (123238.280000 sec): 3 clusters
  Score: Raw -2054440.031801 + Penalty 3217.102354 = -2051222.929447
  nChanged 34
		SP:Iteration 37Q (123238.540000 sec): 3 clusters
  Score: Raw -2054442.888879 + Penalty 3217.102354 = -2051225.786525
  nChanged 36
		SP:Iteration 38Q (123238.820000 sec): 3 clusters
  Score: Raw -2054446.419809 + Penalty 3217.102354 = -2051229.317455
  nChanged 30
		SP:Iteration 39Q (123239.070000 sec): 3 clusters
  Score: Raw -2054448.608125 + Penalty 3217.102354 = -2051231.505771
  nChanged 26
		SP:Iteration 40F (123239.340000 sec): 3 clusters
  Score: Raw -2054450.664808 + Penalty 3217.102354 = -2051233.562455
  nChanged 21
		SP:Iteration 41Q (123239.590000 sec): 3 clusters
  Score: Raw -2054451.975237 + Penalty 3217.102354 = -2051234.872884
  nChanged 23
		SP:Iteration 42Q (123239.820000 sec): 3 clusters
  Score: Raw -2054453.466926 + Penalty 3217.102354 = -2051236.364573
  nChanged 16
		SP:Iteration 43Q (123240.070000 sec): 3 clusters
  Score: Raw -2054454.463981 + Penalty 3217.102354 = -2051237.361627
  nChanged 10
		SP:Iteration 44Q (123240.380000 sec): 3 clusters
  Score: Raw -2054454.954897 + Penalty 3217.102354 = -2051237.852543
  nChanged 6
		SP:Iteration 45Q (123240.610000 sec): 3 clusters
  Score: Raw -2054455.250366 + Penalty 3217.102354 = -2051238.148012
  nChanged 11
		SP:Iteration 46Q (123240.900000 sec): 3 clusters
  Score: Raw -2054455.725667 + Penalty 3217.102354 = -2051238.623313
  nChanged 9
		SP:Iteration 47Q (123241.150000 sec): 3 clusters
  Score: Raw -2054456.187218 + Penalty 3217.102354 = -2051239.084864
  nChanged 8
		SP:Iteration 48Q (123241.410000 sec): 3 clusters
  Score: Raw -2054456.562292 + Penalty 3217.102354 = -2051239.459938
  nChanged 7
		SP:Iteration 49Q (123241.610000 sec): 3 clusters
  Score: Raw -2054457.065395 + Penalty 3217.102354 = -2051239.963041
  nChanged 5
		SP:Iteration 50Q (123241.880000 sec): 3 clusters
  Score: Raw -2054457.297766 + Penalty 3217.102354 = -2051240.195413
  nChanged 5
		SP:Iteration 51Q (123242.180000 sec): 3 clusters
  Score: Raw -2054457.471510 + Penalty 3217.102354 = -2051240.369157
  nChanged 0
		SP:Iteration 52F (123242.410000 sec): 3 clusters
  Score: Raw -2054457.471510 + Penalty 3217.102354 = -2051240.369157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123242.530000 sec): 2 clusters
  Score: Raw -445146.112138 + Penalty 1359.648507 = -443786.463631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123242.710000 sec): 3 clusters
  Score: Raw -442960.020567 + Penalty 2719.297013 = -440240.723554
  nChanged 1692
		SP:Iteration 1F (123242.900000 sec): 3 clusters
  Score: Raw -443845.416344 + Penalty 2719.297013 = -441126.119331
  nChanged 319
		SP:Iteration 2F (123243.100000 sec): 3 clusters
  Score: Raw -444019.588627 + Penalty 2719.297013 = -441300.291614
  nChanged 226
		SP:Iteration 3F (123243.280000 sec): 3 clusters
  Score: Raw -444129.832403 + Penalty 2719.297013 = -441410.535389
  nChanged 156
		SP:Iteration 4Q (123243.450000 sec): 3 clusters
  Score: Raw -444193.153915 + Penalty 2719.297013 = -441473.856902
  nChanged 119
		SP:Iteration 5Q (123243.690000 sec): 3 clusters
  Score: Raw -444242.312629 + Penalty 2719.297013 = -441523.015616
  nChanged 111
		SP:Iteration 6Q (123243.860000 sec): 3 clusters
  Score: Raw -444294.840713 + Penalty 2719.297013 = -441575.543700
  nChanged 114
		SP:Iteration 7Q (123244.030000 sec): 3 clusters
  Score: Raw -444348.573608 + Penalty 2719.297013 = -441629.276594
  nChanged 98
		SP:Iteration 8Q (123244.190000 sec): 3 clusters
  Score: Raw -444389.382281 + Penalty 2719.297013 = -441670.085268
  nChanged 83
		SP:Iteration 9Q (123244.400000 sec): 3 clusters
  Score: Raw -444427.421117 + Penalty 2719.297013 = -441708.124104
  nChanged 83
		SP:Iteration 10Q (123244.590000 sec): 3 clusters
  Score: Raw -444460.605465 + Penalty 2719.297013 = -441741.308452
  nChanged 75
		SP:Iteration 11Q (123244.770000 sec): 3 clusters
  Score: Raw -444492.057884 + Penalty 2719.297013 = -441772.760871
  nChanged 70
		SP:Iteration 12Q (123244.940000 sec): 3 clusters
  Score: Raw -444519.538224 + Penalty 2719.297013 = -441800.241211
  nChanged 46
		SP:Iteration 13Q (123245.140000 sec): 3 clusters
  Score: Raw -444533.885704 + Penalty 2719.297013 = -441814.588691
  nChanged 44
		SP:Iteration 14Q (123245.330000 sec): 3 clusters
  Score: Raw -444551.523412 + Penalty 2719.297013 = -441832.226399
  nChanged 41
		SP:Iteration 15Q (123245.510000 sec): 3 clusters
  Score: Raw -444566.635063 + Penalty 2719.297013 = -441847.338049
  nChanged 46
		SP:Iteration 16Q (123245.680000 sec): 3 clusters
  Score: Raw -444583.794004 + Penalty 2719.297013 = -441864.496991
  nChanged 56
		SP:Iteration 17Q (123245.880000 sec): 3 clusters
  Score: Raw -444606.592517 + Penalty 2719.297013 = -441887.295504
  nChanged 55
		SP:Iteration 18Q (123246.080000 sec): 3 clusters
  Score: Raw -444635.161466 + Penalty 2719.297013 = -441915.864453
  nChanged 64
		SP:Iteration 19Q (123246.260000 sec): 3 clusters
  Score: Raw -444668.533826 + Penalty 2719.297013 = -441949.236812
  nChanged 74
		SP:Iteration 20F (123246.440000 sec): 3 clusters
  Score: Raw -444708.865914 + Penalty 2719.297013 = -441989.568901
  nChanged 73
		SP:Iteration 21Q (123246.600000 sec): 3 clusters
  Score: Raw -444754.892139 + Penalty 2719.297013 = -442035.595126
  nChanged 79
		SP:Iteration 22Q (123246.790000 sec): 3 clusters
  Score: Raw -444790.035761 + Penalty 2719.297013 = -442070.738748
  nChanged 71
		SP:Iteration 23Q (123247.020000 sec): 3 clusters
  Score: Raw -444823.148831 + Penalty 2719.297013 = -442103.851817
  nChanged 70
		SP:Iteration 24Q (123247.160000 sec): 3 clusters
  Score: Raw -444861.645710 + Penalty 2719.297013 = -442142.348696
  nChanged 71
		SP:Iteration 25Q (123247.360000 sec): 3 clusters
  Score: Raw -444892.531320 + Penalty 2719.297013 = -442173.234307
  nChanged 59
		SP:Iteration 26Q (123247.530000 sec): 3 clusters
  Score: Raw -444916.515779 + Penalty 2719.297013 = -442197.218766
  nChanged 52
		SP:Iteration 27Q (123247.740000 sec): 3 clusters
  Score: Raw -444936.609091 + Penalty 2719.297013 = -442217.312078
  nChanged 43
		SP:Iteration 28Q (123247.900000 sec): 3 clusters
  Score: Raw -444954.103557 + Penalty 2719.297013 = -442234.806544
  nChanged 38
		SP:Iteration 29Q (123248.070000 sec): 3 clusters
  Score: Raw -444970.276605 + Penalty 2719.297013 = -442250.979592
  nChanged 38
		SP:Iteration 30Q (123248.240000 sec): 3 clusters
  Score: Raw -444984.003254 + Penalty 2719.297013 = -442264.706240
  nChanged 23
		SP:Iteration 31Q (123248.430000 sec): 3 clusters
  Score: Raw -444991.885379 + Penalty 2719.297013 = -442272.588366
  nChanged 25
		SP:Iteration 32Q (123248.660000 sec): 3 clusters
  Score: Raw -444998.784641 + Penalty 2719.297013 = -442279.487628
  nChanged 17
		SP:Iteration 33Q (123248.840000 sec): 3 clusters
  Score: Raw -445005.109112 + Penalty 2719.297013 = -442285.812098
  nChanged 20
		SP:Iteration 34Q (123249.040000 sec): 3 clusters
  Score: Raw -445012.577689 + Penalty 2719.297013 = -442293.280676
  nChanged 17
		SP:Iteration 35Q (123249.250000 sec): 3 clusters
  Score: Raw -445018.371990 + Penalty 2719.297013 = -442299.074977
  nChanged 12
		SP:Iteration 36Q (123249.400000 sec): 3 clusters
  Score: Raw -445022.215014 + Penalty 2719.297013 = -442302.918000
  nChanged 16
		SP:Iteration 37Q (123249.590000 sec): 3 clusters
  Score: Raw -445026.344869 + Penalty 2719.297013 = -442307.047856
  nChanged 15
		SP:Iteration 38Q (123249.780000 sec): 3 clusters
  Score: Raw -445030.306858 + Penalty 2719.297013 = -442311.009845
  nChanged 11
		SP:Iteration 39Q (123250.010000 sec): 3 clusters
  Score: Raw -445034.090773 + Penalty 2719.297013 = -442314.793760
  nChanged 9
		SP:Iteration 40F (123250.200000 sec): 3 clusters
  Score: Raw -445036.509712 + Penalty 2719.297013 = -442317.212699
  nChanged 6
		SP:Iteration 41Q (123250.410000 sec): 3 clusters
  Score: Raw -445039.171076 + Penalty 2719.297013 = -442319.874063
  nChanged 9
		SP:Iteration 42Q (123250.570000 sec): 3 clusters
  Score: Raw -445041.893632 + Penalty 2719.297013 = -442322.596619
  nChanged 9
		SP:Iteration 43Q (123250.750000 sec): 3 clusters
  Score: Raw -445045.170149 + Penalty 2719.297013 = -442325.873136
  nChanged 13
		SP:Iteration 44Q (123250.980000 sec): 3 clusters
  Score: Raw -445051.973616 + Penalty 2719.297013 = -442332.676603
  nChanged 17
		SP:Iteration 45Q (123251.160000 sec): 3 clusters
  Score: Raw -445061.251402 + Penalty 2719.297013 = -442341.954389
  nChanged 19
		SP:Iteration 46Q (123251.330000 sec): 3 clusters
  Score: Raw -445070.915108 + Penalty 2719.297013 = -442351.618094
  nChanged 19
		SP:Iteration 47Q (123251.530000 sec): 3 clusters
  Score: Raw -445079.748646 + Penalty 2719.297013 = -442360.451633
  nChanged 20
		SP:Iteration 48Q (123251.770000 sec): 3 clusters
  Score: Raw -445089.483724 + Penalty 2719.297013 = -442370.186711
  nChanged 17
		SP:Iteration 49Q (123251.970000 sec): 3 clusters
  Score: Raw -445097.765241 + Penalty 2719.297013 = -442378.468228
  nChanged 18
		SP:Iteration 50Q (123252.130000 sec): 3 clusters
  Score: Raw -445103.638826 + Penalty 2719.297013 = -442384.341813
  nChanged 15
		SP:Iteration 51Q (123252.360000 sec): 3 clusters
  Score: Raw -445109.245831 + Penalty 2719.297013 = -442389.948817
  nChanged 14
		SP:Iteration 52Q (123252.550000 sec): 3 clusters
  Score: Raw -445114.886943 + Penalty 2719.297013 = -442395.589930
  nChanged 17
		SP:Iteration 53Q (123252.720000 sec): 3 clusters
  Score: Raw -445121.120499 + Penalty 2719.297013 = -442401.823486
  nChanged 12
		SP:Iteration 54Q (123252.930000 sec): 3 clusters
  Score: Raw -445127.840735 + Penalty 2719.297013 = -442408.543722
  nChanged 17
		SP:Iteration 55Q (123253.100000 sec): 3 clusters
  Score: Raw -445135.300853 + Penalty 2719.297013 = -442416.003840
  nChanged 12
		SP:Iteration 56Q (123253.310000 sec): 3 clusters
  Score: Raw -445141.921792 + Penalty 2719.297013 = -442422.624779
  nChanged 13
		SP:Iteration 57Q (123253.500000 sec): 3 clusters
  Score: Raw -445147.242126 + Penalty 2719.297013 = -442427.945112
  nChanged 13
		SP:Iteration 58Q (123253.660000 sec): 3 clusters
  Score: Raw -445152.554180 + Penalty 2719.297013 = -442433.257167
  nChanged 15
		SP:Iteration 59Q (123253.870000 sec): 3 clusters
  Score: Raw -445159.123104 + Penalty 2719.297013 = -442439.826090
  nChanged 10
		SP:Iteration 60F (123254.050000 sec): 3 clusters
  Score: Raw -445164.514815 + Penalty 2719.297013 = -442445.217801
  nChanged 11
		SP:Iteration 61Q (123254.260000 sec): 3 clusters
  Score: Raw -445171.215985 + Penalty 2719.297013 = -442451.918971
  nChanged 15
		SP:Iteration 62Q (123254.450000 sec): 3 clusters
  Score: Raw -445176.309203 + Penalty 2719.297013 = -442457.012190
  nChanged 5
		SP:Iteration 63Q (123254.650000 sec): 3 clusters
  Score: Raw -445177.672099 + Penalty 2719.297013 = -442458.375086
  nChanged 6
		SP:Iteration 64Q (123254.830000 sec): 3 clusters
  Score: Raw -445179.748991 + Penalty 2719.297013 = -442460.451978
  nChanged 6
		SP:Iteration 65Q (123255.010000 sec): 3 clusters
  Score: Raw -445181.325859 + Penalty 2719.297013 = -442462.028846
  nChanged 5
		SP:Iteration 66Q (123255.180000 sec): 3 clusters
  Score: Raw -445183.963604 + Penalty 2719.297013 = -442464.666590
  nChanged 6
		SP:Iteration 67Q (123255.370000 sec): 3 clusters
  Score: Raw -445187.540953 + Penalty 2719.297013 = -442468.243939
  nChanged 11
		SP:Iteration 68Q (123255.560000 sec): 3 clusters
  Score: Raw -445192.662311 + Penalty 2719.297013 = -442473.365298
  nChanged 10
		SP:Iteration 69Q (123255.740000 sec): 3 clusters
  Score: Raw -445196.410337 + Penalty 2719.297013 = -442477.113324
  nChanged 5
		SP:Iteration 70Q (123255.910000 sec): 3 clusters
  Score: Raw -445198.900180 + Penalty 2719.297013 = -442479.603167
  nChanged 8
		SP:Iteration 71Q (123256.120000 sec): 3 clusters
  Score: Raw -445202.016664 + Penalty 2719.297013 = -442482.719651
  nChanged 8
		SP:Iteration 72Q (123256.330000 sec): 3 clusters
  Score: Raw -445205.685522 + Penalty 2719.297013 = -442486.388509
  nChanged 9
		SP:Iteration 73Q (123256.480000 sec): 3 clusters
  Score: Raw -445210.338964 + Penalty 2719.297013 = -442491.041951
  nChanged 11
		SP:Iteration 74Q (123256.670000 sec): 3 clusters
  Score: Raw -445215.037581 + Penalty 2719.297013 = -442495.740568
  nChanged 8
		SP:Iteration 75Q (123256.850000 sec): 3 clusters
  Score: Raw -445218.220963 + Penalty 2719.297013 = -442498.923950
  nChanged 7
		SP:Iteration 76Q (123257.050000 sec): 3 clusters
  Score: Raw -445221.790335 + Penalty 2719.297013 = -442502.493321
  nChanged 10
		SP:Iteration 77Q (123257.240000 sec): 3 clusters
  Score: Raw -445225.553665 + Penalty 2719.297013 = -442506.256652
  nChanged 9
		SP:Iteration 78Q (123257.440000 sec): 3 clusters
  Score: Raw -445229.549985 + Penalty 2719.297013 = -442510.252972
  nChanged 9
		SP:Iteration 79Q (123257.610000 sec): 3 clusters
  Score: Raw -445235.877265 + Penalty 2719.297013 = -442516.580252
  nChanged 12
		SP:Iteration 80F (123257.800000 sec): 3 clusters
  Score: Raw -445243.327464 + Penalty 2719.297013 = -442524.030451
  nChanged 10
		SP:Iteration 81Q (123257.990000 sec): 3 clusters
  Score: Raw -445247.604396 + Penalty 2719.297013 = -442528.307382
  nChanged 7
		SP:Iteration 82Q (123258.150000 sec): 3 clusters
  Score: Raw -445250.819634 + Penalty 2719.297013 = -442531.522621
  nChanged 6
		SP:Iteration 83Q (123258.340000 sec): 3 clusters
  Score: Raw -445254.852052 + Penalty 2719.297013 = -442535.555039
  nChanged 6
		SP:Iteration 84Q (123258.530000 sec): 3 clusters
  Score: Raw -445258.069085 + Penalty 2719.297013 = -442538.772072
  nChanged 11
		SP:Iteration 85Q (123258.700000 sec): 3 clusters
  Score: Raw -445263.782718 + Penalty 2719.297013 = -442544.485705
  nChanged 10
		SP:Iteration 86Q (123258.890000 sec): 3 clusters
  Score: Raw -445268.009372 + Penalty 2719.297013 = -442548.712359
  nChanged 8
		SP:Iteration 87Q (123259.090000 sec): 3 clusters
  Score: Raw -445271.876298 + Penalty 2719.297013 = -442552.579284
  nChanged 10
		SP:Iteration 88Q (123259.240000 sec): 3 clusters
  Score: Raw -445276.853897 + Penalty 2719.297013 = -442557.556884
  nChanged 7
		SP:Iteration 89Q (123259.410000 sec): 3 clusters
  Score: Raw -445282.985222 + Penalty 2719.297013 = -442563.688209
  nChanged 9
		SP:Iteration 90Q (123259.590000 sec): 3 clusters
  Score: Raw -445288.180714 + Penalty 2719.297013 = -442568.883701
  nChanged 10
		SP:Iteration 91Q (123259.770000 sec): 3 clusters
  Score: Raw -445293.890327 + Penalty 2719.297013 = -442574.593314
  nChanged 11
		SP:Iteration 92Q (123259.940000 sec): 3 clusters
  Score: Raw -445299.201479 + Penalty 2719.297013 = -442579.904466
  nChanged 8
		SP:Iteration 93Q (123260.140000 sec): 3 clusters
  Score: Raw -445303.916244 + Penalty 2719.297013 = -442584.619230
  nChanged 9
		SP:Iteration 94Q (123260.340000 sec): 3 clusters
  Score: Raw -445308.347484 + Penalty 2719.297013 = -442589.050471
  nChanged 9
		SP:Iteration 95Q (123260.530000 sec): 3 clusters
  Score: Raw -445313.444732 + Penalty 2719.297013 = -442594.147718
  nChanged 7
		SP:Iteration 96Q (123260.730000 sec): 3 clusters
  Score: Raw -445319.378790 + Penalty 2719.297013 = -442600.081777
  nChanged 6
		SP:Iteration 97Q (123260.900000 sec): 3 clusters
  Score: Raw -445324.608622 + Penalty 2719.297013 = -442605.311609
  nChanged 6
		SP:Iteration 98Q (123261.090000 sec): 3 clusters
  Score: Raw -445328.584446 + Penalty 2719.297013 = -442609.287433
  nChanged 9
		SP:Iteration 99Q (123261.250000 sec): 3 clusters
  Score: Raw -445335.404315 + Penalty 2719.297013 = -442616.107302
  nChanged 9
		SP:Iteration 100F (123261.470000 sec): 3 clusters
  Score: Raw -445341.289155 + Penalty 2719.297013 = -442621.992142
  nChanged 12
		SP:Iteration 101Q (123261.650000 sec): 3 clusters
  Score: Raw -445348.550802 + Penalty 2719.297013 = -442629.253788
  nChanged 9
		SP:Iteration 102Q (123261.840000 sec): 3 clusters
  Score: Raw -445352.959015 + Penalty 2719.297013 = -442633.662002
  nChanged 3
		SP:Iteration 103Q (123262.030000 sec): 3 clusters
  Score: Raw -445355.102348 + Penalty 2719.297013 = -442635.805335
  nChanged 6
		SP:Iteration 104Q (123262.200000 sec): 3 clusters
  Score: Raw -445360.103375 + Penalty 2719.297013 = -442640.806362
  nChanged 2
		SP:Iteration 105Q (123262.390000 sec): 3 clusters
  Score: Raw -445361.792902 + Penalty 2719.297013 = -442642.495889
  nChanged 3
		SP:Iteration 106Q (123262.580000 sec): 3 clusters
  Score: Raw -445363.798327 + Penalty 2719.297013 = -442644.501314
  nChanged 4
		SP:Iteration 107Q (123262.790000 sec): 3 clusters
  Score: Raw -445366.952658 + Penalty 2719.297013 = -442647.655645
  nChanged 7
		SP:Iteration 108Q (123262.940000 sec): 3 clusters
  Score: Raw -445373.842787 + Penalty 2719.297013 = -442654.545774
  nChanged 11
		SP:Iteration 109Q (123263.150000 sec): 3 clusters
  Score: Raw -445382.542550 + Penalty 2719.297013 = -442663.245537
  nChanged 10
		SP:Iteration 110Q (123263.310000 sec): 3 clusters
  Score: Raw -445389.499838 + Penalty 2719.297013 = -442670.202825
  nChanged 4
		SP:Iteration 111Q (123263.530000 sec): 3 clusters
  Score: Raw -445391.231568 + Penalty 2719.297013 = -442671.934555
  nChanged 7
		SP:Iteration 112Q (123263.690000 sec): 3 clusters
  Score: Raw -445395.312111 + Penalty 2719.297013 = -442676.015098
  nChanged 7
		SP:Iteration 113Q (123263.860000 sec): 3 clusters
  Score: Raw -445400.445591 + Penalty 2719.297013 = -442681.148578
  nChanged 7
		SP:Iteration 114Q (123264.030000 sec): 3 clusters
  Score: Raw -445403.786863 + Penalty 2719.297013 = -442684.489850
  nChanged 6
		SP:Iteration 115Q (123264.240000 sec): 3 clusters
  Score: Raw -445407.363778 + Penalty 2719.297013 = -442688.066765
  nChanged 4
		SP:Iteration 116Q (123264.440000 sec): 3 clusters
  Score: Raw -445409.280347 + Penalty 2719.297013 = -442689.983334
  nChanged 2
		SP:Iteration 117Q (123264.590000 sec): 3 clusters
  Score: Raw -445411.687248 + Penalty 2719.297013 = -442692.390235
  nChanged 5
		SP:Iteration 118Q (123264.790000 sec): 3 clusters
  Score: Raw -445414.900385 + Penalty 2719.297013 = -442695.603372
  nChanged 5
		SP:Iteration 119Q (123264.960000 sec): 3 clusters
  Score: Raw -445417.470917 + Penalty 2719.297013 = -442698.173903
  nChanged 5
		SP:Iteration 120F (123265.120000 sec): 3 clusters
  Score: Raw -445419.496311 + Penalty 2719.297013 = -442700.199298
  nChanged 2
		SP:Iteration 121Q (123265.310000 sec): 3 clusters
  Score: Raw -445420.635172 + Penalty 2719.297013 = -442701.338159
  nChanged 2
		SP:Iteration 122Q (123265.480000 sec): 3 clusters
  Score: Raw -445422.017699 + Penalty 2719.297013 = -442702.720686
  nChanged 2
		SP:Iteration 123Q (123265.650000 sec): 3 clusters
  Score: Raw -445422.815146 + Penalty 2719.297013 = -442703.518133
  nChanged 1
		SP:Iteration 124Q (123265.820000 sec): 3 clusters
  Score: Raw -445423.113147 + Penalty 2719.297013 = -442703.816134
  nChanged 0
		SP:Iteration 125F (123265.990000 sec): 3 clusters
  Score: Raw -445423.113147 + Penalty 2719.297013 = -442703.816134
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123266.090000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123266.290000 sec): 3 clusters
  Score: Raw -26548.010852 + Penalty 1841.588674 = -24706.422178
  nChanged 50
		SP:Iteration 1F (123266.430000 sec): 3 clusters
  Score: Raw -26657.252614 + Penalty 1841.588674 = -24815.663941
  nChanged 6
		SP:Iteration 2Q (123266.570000 sec): 3 clusters
  Score: Raw -26679.705861 + Penalty 1841.588674 = -24838.117187
  nChanged 5
		SP:Iteration 3Q (123266.770000 sec): 3 clusters
  Score: Raw -26695.254115 + Penalty 1841.588674 = -24853.665441
  nChanged 1
		SP:Iteration 4Q (123266.910000 sec): 3 clusters
  Score: Raw -26696.681440 + Penalty 1841.588674 = -24855.092766
  nChanged 1
		SP:Iteration 5Q (123267.090000 sec): 3 clusters
  Score: Raw -26700.497640 + Penalty 1841.588674 = -24858.908967
  nChanged 0
		SP:Iteration 6F (123267.270000 sec): 3 clusters
  Score: Raw -26700.497640 + Penalty 1841.588674 = -24858.908967
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123267.350000 sec): 2 clusters
  Score: Raw -206472.337331 + Penalty 1236.441477 = -205235.895854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123267.570000 sec): 3 clusters
  Score: Raw -205613.971273 + Penalty 2472.882954 = -203141.088318
  nChanged 691
		SP:Iteration 1F (123267.760000 sec): 3 clusters
  Score: Raw -206060.790538 + Penalty 2472.882954 = -203587.907583
  nChanged 148
		SP:Iteration 2F (123267.930000 sec): 3 clusters
  Score: Raw -206172.444588 + Penalty 2472.882954 = -203699.561633
  nChanged 99
		SP:Iteration 3Q (123268.100000 sec): 3 clusters
  Score: Raw -206276.722303 + Penalty 2472.882954 = -203803.839348
  nChanged 106
		SP:Iteration 4F (123268.240000 sec): 3 clusters
  Score: Raw -206378.768054 + Penalty 2472.882954 = -203905.885099
  nChanged 97
		SP:Iteration 5Q (123268.390000 sec): 3 clusters
  Score: Raw -206482.902719 + Penalty 2472.882954 = -204010.019765
  nChanged 101
		SP:Iteration 6F (123268.600000 sec): 3 clusters
  Score: Raw -206599.277080 + Penalty 2472.882954 = -204126.394125
  nChanged 90
		SP:Iteration 7Q (123268.740000 sec): 3 clusters
  Score: Raw -206687.581637 + Penalty 2472.882954 = -204214.698682
  nChanged 69
		SP:Iteration 8Q (123268.950000 sec): 3 clusters
  Score: Raw -206757.665705 + Penalty 2472.882954 = -204284.782750
  nChanged 50
		SP:Iteration 9Q (123269.150000 sec): 3 clusters
  Score: Raw -206792.347478 + Penalty 2472.882954 = -204319.464524
  nChanged 25
		SP:Iteration 10Q (123269.270000 sec): 3 clusters
  Score: Raw -206804.741067 + Penalty 2472.882954 = -204331.858112
  nChanged 14
		SP:Iteration 11Q (123269.460000 sec): 3 clusters
  Score: Raw -206812.530277 + Penalty 2472.882954 = -204339.647323
  nChanged 9
		SP:Iteration 12Q (123269.640000 sec): 3 clusters
  Score: Raw -206818.427565 + Penalty 2472.882954 = -204345.544610
  nChanged 8
		SP:Iteration 13Q (123269.820000 sec): 3 clusters
  Score: Raw -206825.451577 + Penalty 2472.882954 = -204352.568622
  nChanged 9
		SP:Iteration 14Q (123269.980000 sec): 3 clusters
  Score: Raw -206830.610037 + Penalty 2472.882954 = -204357.727083
  nChanged 4
		SP:Iteration 15Q (123270.140000 sec): 3 clusters
  Score: Raw -206832.186533 + Penalty 2472.882954 = -204359.303578
  nChanged 2
		SP:Iteration 16Q (123270.320000 sec): 3 clusters
  Score: Raw -206833.559736 + Penalty 2472.882954 = -204360.676782
  nChanged 2
		SP:Iteration 17Q (123270.540000 sec): 3 clusters
  Score: Raw -206834.439641 + Penalty 2472.882954 = -204361.556687
  nChanged 2
		SP:Iteration 18Q (123270.690000 sec): 3 clusters
  Score: Raw -206835.148200 + Penalty 2472.882954 = -204362.265246
  nChanged 2
		SP:Iteration 19Q (123270.890000 sec): 3 clusters
  Score: Raw -206836.081971 + Penalty 2472.882954 = -204363.199017
  nChanged 3
		SP:Iteration 20F (123271.060000 sec): 3 clusters
  Score: Raw -206837.824121 + Penalty 2472.882954 = -204364.941166
  nChanged 3
		SP:Iteration 21Q (123271.260000 sec): 3 clusters
  Score: Raw -206839.738881 + Penalty 2472.882954 = -204366.855926
  nChanged 0
		SP:Iteration 22F (123271.410000 sec): 3 clusters
  Score: Raw -206839.738881 + Penalty 2472.882954 = -204366.855926
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123271.530000 sec): 2 clusters
  Score: Raw -434827.607369 + Penalty 1355.440409 = -433472.166960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123271.730000 sec): 3 clusters
  Score: Raw -432736.708032 + Penalty 2710.880818 = -430025.827214
  nChanged 1693
		SP:Iteration 1F (123271.910000 sec): 3 clusters
  Score: Raw -433755.216628 + Penalty 2710.880818 = -431044.335810
  nChanged 344
		SP:Iteration 2F (123272.130000 sec): 3 clusters
  Score: Raw -433971.731252 + Penalty 2710.880818 = -431260.850434
  nChanged 263
		SP:Iteration 3F (123272.300000 sec): 3 clusters
  Score: Raw -434153.525559 + Penalty 2710.880818 = -431442.644741
  nChanged 224
		SP:Iteration 4F (123272.500000 sec): 3 clusters
  Score: Raw -434306.698125 + Penalty 2710.880818 = -431595.817307
  nChanged 188
		SP:Iteration 5Q (123272.660000 sec): 3 clusters
  Score: Raw -434454.184316 + Penalty 2710.880818 = -431743.303498
  nChanged 185
		SP:Iteration 6Q (123272.890000 sec): 3 clusters
  Score: Raw -434582.858199 + Penalty 2710.880818 = -431871.977381
  nChanged 160
		SP:Iteration 7Q (123273.050000 sec): 3 clusters
  Score: Raw -434681.133230 + Penalty 2710.880818 = -431970.252412
  nChanged 128
		SP:Iteration 8Q (123273.250000 sec): 3 clusters
  Score: Raw -434748.139337 + Penalty 2710.880818 = -432037.258519
  nChanged 109
		SP:Iteration 9Q (123273.470000 sec): 3 clusters
  Score: Raw -434806.500957 + Penalty 2710.880818 = -432095.620139
  nChanged 98
		SP:Iteration 10Q (123273.630000 sec): 3 clusters
  Score: Raw -434857.143086 + Penalty 2710.880818 = -432146.262268
  nChanged 77
		SP:Iteration 11Q (123273.790000 sec): 3 clusters
  Score: Raw -434900.714444 + Penalty 2710.880818 = -432189.833626
  nChanged 62
		SP:Iteration 12Q (123273.970000 sec): 3 clusters
  Score: Raw -434939.540156 + Penalty 2710.880818 = -432228.659338
  nChanged 53
		SP:Iteration 13Q (123274.190000 sec): 3 clusters
  Score: Raw -434972.951669 + Penalty 2710.880818 = -432262.070851
  nChanged 58
		SP:Iteration 14Q (123274.370000 sec): 3 clusters
  Score: Raw -435005.517515 + Penalty 2710.880818 = -432294.636697
  nChanged 55
		SP:Iteration 15Q (123274.550000 sec): 3 clusters
  Score: Raw -435035.844380 + Penalty 2710.880818 = -432324.963562
  nChanged 50
		SP:Iteration 16Q (123274.750000 sec): 3 clusters
  Score: Raw -435067.851374 + Penalty 2710.880818 = -432356.970556
  nChanged 60
		SP:Iteration 17Q (123274.950000 sec): 3 clusters
  Score: Raw -435113.529554 + Penalty 2710.880818 = -432402.648737
  nChanged 64
		SP:Iteration 18Q (123275.140000 sec): 3 clusters
  Score: Raw -435178.977278 + Penalty 2710.880818 = -432468.096460
  nChanged 60
		SP:Iteration 19Q (123275.350000 sec): 3 clusters
  Score: Raw -435233.259498 + Penalty 2710.880818 = -432522.378680
  nChanged 59
		SP:Iteration 20F (123275.540000 sec): 3 clusters
  Score: Raw -435273.869935 + Penalty 2710.880818 = -432562.989117
  nChanged 46
		SP:Iteration 21Q (123275.710000 sec): 3 clusters
  Score: Raw -435309.234416 + Penalty 2710.880818 = -432598.353598
  nChanged 38
		SP:Iteration 22Q (123275.930000 sec): 3 clusters
  Score: Raw -435335.765903 + Penalty 2710.880818 = -432624.885085
  nChanged 31
		SP:Iteration 23Q (123276.090000 sec): 3 clusters
  Score: Raw -435351.082674 + Penalty 2710.880818 = -432640.201856
  nChanged 17
		SP:Iteration 24Q (123276.270000 sec): 3 clusters
  Score: Raw -435359.240963 + Penalty 2710.880818 = -432648.360145
  nChanged 12
		SP:Iteration 25Q (123276.430000 sec): 3 clusters
  Score: Raw -435363.215979 + Penalty 2710.880818 = -432652.335161
  nChanged 5
		SP:Iteration 26Q (123276.600000 sec): 3 clusters
  Score: Raw -435364.586072 + Penalty 2710.880818 = -432653.705254
  nChanged 6
		SP:Iteration 27Q (123276.800000 sec): 3 clusters
  Score: Raw -435366.561997 + Penalty 2710.880818 = -432655.681179
  nChanged 2
		SP:Iteration 28Q (123276.970000 sec): 3 clusters
  Score: Raw -435367.446865 + Penalty 2710.880818 = -432656.566048
  nChanged 4
		SP:Iteration 29Q (123277.200000 sec): 3 clusters
  Score: Raw -435368.959682 + Penalty 2710.880818 = -432658.078864
  nChanged 2
		SP:Iteration 30Q (123277.370000 sec): 3 clusters
  Score: Raw -435369.824180 + Penalty 2710.880818 = -432658.943363
  nChanged 3
		SP:Iteration 31Q (123277.570000 sec): 3 clusters
  Score: Raw -435370.163973 + Penalty 2710.880818 = -432659.283155
  nChanged 0
		SP:Iteration 32F (123277.750000 sec): 3 clusters
  Score: Raw -435370.163973 + Penalty 2710.880818 = -432659.283155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123277.870000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123278.060000 sec): 3 clusters
  Score: Raw -29606.439707 + Penalty 1859.101327 = -27747.338379
  nChanged 63
		SP:Iteration 1F (123278.220000 sec): 3 clusters
  Score: Raw -29716.736715 + Penalty 1859.101327 = -27857.635387
  nChanged 12
		SP:Iteration 2Q (123278.390000 sec): 3 clusters
  Score: Raw -29739.311371 + Penalty 1859.101327 = -27880.210044
  nChanged 3
		SP:Iteration 3Q (123278.570000 sec): 3 clusters
  Score: Raw -29745.792055 + Penalty 1859.101327 = -27886.690728
  nChanged 0
		SP:Iteration 4F (123278.740000 sec): 3 clusters
  Score: Raw -29745.792055 + Penalty 1859.101327 = -27886.690728
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (24596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123278.890000 sec): 2 clusters
  Score: Raw -2511336.024440 + Penalty 1642.930105 = -2509693.094335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123279.160000 sec): 3 clusters
  Score: Raw -2496462.224061 + Penalty 3285.860210 = -2493176.363851
  nChanged 11083
		SP:Iteration 1F (123279.450000 sec): 3 clusters
  Score: Raw -2502431.312019 + Penalty 3285.860210 = -2499145.451809
  nChanged 1132
		SP:Iteration 2Q (123279.690000 sec): 3 clusters
  Score: Raw -2502802.353087 + Penalty 3285.860210 = -2499516.492877
  nChanged 1030
		SP:Iteration 3Q (123279.960000 sec): 3 clusters
  Score: Raw -2503117.726876 + Penalty 3285.860210 = -2499831.866667
  nChanged 915
		SP:Iteration 4Q (123280.240000 sec): 3 clusters
  Score: Raw -2503407.040482 + Penalty 3285.860210 = -2500121.180272
  nChanged 943
		SP:Iteration 5Q (123280.510000 sec): 3 clusters
  Score: Raw -2503730.885833 + Penalty 3285.860210 = -2500445.025623
  nChanged 965
		SP:Iteration 6Q (123280.800000 sec): 3 clusters
  Score: Raw -2504143.165972 + Penalty 3285.860210 = -2500857.305762
  nChanged 1058
		SP:Iteration 7Q (123281.080000 sec): 3 clusters
  Score: Raw -2504712.151231 + Penalty 3285.860210 = -2501426.291021
  nChanged 1216
		SP:Iteration 8Q (123281.390000 sec): 3 clusters
  Score: Raw -2505491.334717 + Penalty 3285.860210 = -2502205.474507
  nChanged 1229
		SP:Iteration 9Q (123281.690000 sec): 3 clusters
  Score: Raw -2506345.929511 + Penalty 3285.860210 = -2503060.069301
  nChanged 1227
		SP:Iteration 10Q (123281.950000 sec): 3 clusters
  Score: Raw -2507243.886552 + Penalty 3285.860210 = -2503958.026343
  nChanged 1103
		SP:Iteration 11Q (123282.270000 sec): 3 clusters
  Score: Raw -2508086.916035 + Penalty 3285.860210 = -2504801.055825
  nChanged 949
		SP:Iteration 12Q (123282.550000 sec): 3 clusters
  Score: Raw -2508745.662993 + Penalty 3285.860210 = -2505459.802783
  nChanged 665
		SP:Iteration 13Q (123282.820000 sec): 3 clusters
  Score: Raw -2509146.997342 + Penalty 3285.860210 = -2505861.137133
  nChanged 573
		SP:Iteration 14Q (123283.100000 sec): 3 clusters
  Score: Raw -2509463.140841 + Penalty 3285.860210 = -2506177.280631
  nChanged 488
		SP:Iteration 15Q (123283.380000 sec): 3 clusters
  Score: Raw -2509734.404140 + Penalty 3285.860210 = -2506448.543930
  nChanged 449
		SP:Iteration 16Q (123283.650000 sec): 3 clusters
  Score: Raw -2510000.154221 + Penalty 3285.860210 = -2506714.294011
  nChanged 417
		SP:Iteration 17Q (123283.950000 sec): 3 clusters
  Score: Raw -2510247.480234 + Penalty 3285.860210 = -2506961.620024
  nChanged 375
		SP:Iteration 18Q (123284.220000 sec): 3 clusters
  Score: Raw -2510445.750100 + Penalty 3285.860210 = -2507159.889890
  nChanged 322
		SP:Iteration 19Q (123284.480000 sec): 3 clusters
  Score: Raw -2510620.311945 + Penalty 3285.860210 = -2507334.451735
  nChanged 282
		SP:Iteration 20F (123284.720000 sec): 3 clusters
  Score: Raw -2510772.547798 + Penalty 3285.860210 = -2507486.687588
  nChanged 248
		SP:Iteration 21Q (123284.980000 sec): 3 clusters
  Score: Raw -2510915.103291 + Penalty 3285.860210 = -2507629.243081
  nChanged 247
		SP:Iteration 22Q (123285.200000 sec): 3 clusters
  Score: Raw -2511064.589780 + Penalty 3285.860210 = -2507778.729570
  nChanged 212
		SP:Iteration 23Q (123285.460000 sec): 3 clusters
  Score: Raw -2511183.887381 + Penalty 3285.860210 = -2507898.027171
  nChanged 138
		SP:Iteration 24Q (123285.660000 sec): 3 clusters
  Score: Raw -2511252.971614 + Penalty 3285.860210 = -2507967.111404
  nChanged 113
		SP:Iteration 25Q (123285.880000 sec): 3 clusters
  Score: Raw -2511309.140241 + Penalty 3285.860210 = -2508023.280032
  nChanged 78
		SP:Iteration 26Q (123286.120000 sec): 3 clusters
  Score: Raw -2511347.957949 + Penalty 3285.860210 = -2508062.097740
  nChanged 72
		SP:Iteration 27Q (123286.370000 sec): 3 clusters
  Score: Raw -2511383.985916 + Penalty 3285.860210 = -2508098.125706
  nChanged 60
		SP:Iteration 28Q (123286.620000 sec): 3 clusters
  Score: Raw -2511415.146925 + Penalty 3285.860210 = -2508129.286715
  nChanged 35
		SP:Iteration 29Q (123286.890000 sec): 3 clusters
  Score: Raw -2511428.569525 + Penalty 3285.860210 = -2508142.709315
  nChanged 22
		SP:Iteration 30Q (123287.120000 sec): 3 clusters
  Score: Raw -2511440.180436 + Penalty 3285.860210 = -2508154.320226
  nChanged 25
		SP:Iteration 31Q (123287.440000 sec): 3 clusters
  Score: Raw -2511451.170126 + Penalty 3285.860210 = -2508165.309916
  nChanged 18
		SP:Iteration 32Q (123287.670000 sec): 3 clusters
  Score: Raw -2511459.656211 + Penalty 3285.860210 = -2508173.796001
  nChanged 18
		SP:Iteration 33Q (123287.940000 sec): 3 clusters
  Score: Raw -2511466.171614 + Penalty 3285.860210 = -2508180.311404
  nChanged 16
		SP:Iteration 34Q (123288.190000 sec): 3 clusters
  Score: Raw -2511472.693667 + Penalty 3285.860210 = -2508186.833457
  nChanged 12
		SP:Iteration 35Q (123288.420000 sec): 3 clusters
  Score: Raw -2511479.794728 + Penalty 3285.860210 = -2508193.934518
  nChanged 20
		SP:Iteration 36Q (123288.700000 sec): 3 clusters
  Score: Raw -2511492.834181 + Penalty 3285.860210 = -2508206.973971
  nChanged 28
		SP:Iteration 37Q (123288.920000 sec): 3 clusters
  Score: Raw -2511508.136855 + Penalty 3285.860210 = -2508222.276645
  nChanged 24
		SP:Iteration 38Q (123289.180000 sec): 3 clusters
  Score: Raw -2511520.331237 + Penalty 3285.860210 = -2508234.471028
  nChanged 24
		SP:Iteration 39Q (123289.380000 sec): 3 clusters
  Score: Raw -2511532.886495 + Penalty 3285.860210 = -2508247.026286
  nChanged 14
		SP:Iteration 40F (123289.640000 sec): 3 clusters
  Score: Raw -2511541.070675 + Penalty 3285.860210 = -2508255.210465
  nChanged 11
		SP:Iteration 41Q (123289.930000 sec): 3 clusters
  Score: Raw -2511546.999097 + Penalty 3285.860210 = -2508261.138887
  nChanged 13
		SP:Iteration 42Q (123290.210000 sec): 3 clusters
  Score: Raw -2511553.499039 + Penalty 3285.860210 = -2508267.638830
  nChanged 9
		SP:Iteration 43Q (123290.450000 sec): 3 clusters
  Score: Raw -2511558.113487 + Penalty 3285.860210 = -2508272.253278
  nChanged 3
		SP:Iteration 44Q (123290.700000 sec): 3 clusters
  Score: Raw -2511559.239668 + Penalty 3285.860210 = -2508273.379459
  nChanged 2
		SP:Iteration 45Q (123290.950000 sec): 3 clusters
  Score: Raw -2511560.320172 + Penalty 3285.860210 = -2508274.459962
  nChanged 3
		SP:Iteration 46Q (123291.210000 sec): 3 clusters
  Score: Raw -2511561.837271 + Penalty 3285.860210 = -2508275.977061
  nChanged 3
		SP:Iteration 47Q (123291.460000 sec): 3 clusters
  Score: Raw -2511563.711348 + Penalty 3285.860210 = -2508277.851139
  nChanged 4
		SP:Iteration 48Q (123291.720000 sec): 3 clusters
  Score: Raw -2511565.462339 + Penalty 3285.860210 = -2508279.602129
  nChanged 2
		SP:Iteration 49Q (123292.010000 sec): 3 clusters
  Score: Raw -2511566.321147 + Penalty 3285.860210 = -2508280.460937
  nChanged 2
		SP:Iteration 50Q (123292.230000 sec): 3 clusters
  Score: Raw -2511567.875568 + Penalty 3285.860210 = -2508282.015359
  nChanged 2
		SP:Iteration 51Q (123292.460000 sec): 3 clusters
  Score: Raw -2511568.591764 + Penalty 3285.860210 = -2508282.731554
  nChanged 3
		SP:Iteration 52Q (123292.700000 sec): 3 clusters
  Score: Raw -2511569.650361 + Penalty 3285.860210 = -2508283.790152
  nChanged 1
		SP:Iteration 53Q (123292.960000 sec): 3 clusters
  Score: Raw -2511570.077812 + Penalty 3285.860210 = -2508284.217603
  nChanged 2
		SP:Iteration 54Q (123293.210000 sec): 3 clusters
  Score: Raw -2511571.751014 + Penalty 3285.860210 = -2508285.890804
  nChanged 3
		SP:Iteration 55Q (123293.440000 sec): 3 clusters
  Score: Raw -2511573.973215 + Penalty 3285.860210 = -2508288.113005
  nChanged 2
		SP:Iteration 56Q (123293.720000 sec): 3 clusters
  Score: Raw -2511574.759961 + Penalty 3285.860210 = -2508288.899751
  nChanged 0
		SP:Iteration 57F (123293.980000 sec): 3 clusters
  Score: Raw -2511574.759961 + Penalty 3285.860210 = -2508288.899751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123294.080000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123294.260000 sec): 3 clusters
  Score: Raw -147717.575071 + Penalty 2342.795110 = -145374.779961
  nChanged 442
		SP:Iteration 1F (123294.460000 sec): 3 clusters
  Score: Raw -148068.052456 + Penalty 2342.795110 = -145725.257346
  nChanged 121
		SP:Iteration 2F (123294.650000 sec): 3 clusters
  Score: Raw -148184.979619 + Penalty 2342.795110 = -145842.184510
  nChanged 81
		SP:Iteration 3F (123294.790000 sec): 3 clusters
  Score: Raw -148298.234528 + Penalty 2342.795110 = -145955.439418
  nChanged 79
		SP:Iteration 4F (123294.950000 sec): 3 clusters
  Score: Raw -148400.738524 + Penalty 2342.795110 = -146057.943414
  nChanged 69
		SP:Iteration 5F (123295.140000 sec): 3 clusters
  Score: Raw -148470.799679 + Penalty 2342.795110 = -146128.004569
  nChanged 52
		SP:Iteration 6Q (123295.300000 sec): 3 clusters
  Score: Raw -148537.554595 + Penalty 2342.795110 = -146194.759485
  nChanged 47
		SP:Iteration 7Q (123295.480000 sec): 3 clusters
  Score: Raw -148609.838700 + Penalty 2342.795110 = -146267.043590
  nChanged 44
		SP:Iteration 8Q (123295.680000 sec): 3 clusters
  Score: Raw -148682.984540 + Penalty 2342.795110 = -146340.189430
  nChanged 39
		SP:Iteration 9Q (123295.840000 sec): 3 clusters
  Score: Raw -148740.177265 + Penalty 2342.795110 = -146397.382155
  nChanged 24
		SP:Iteration 10Q (123296.050000 sec): 3 clusters
  Score: Raw -148770.852965 + Penalty 2342.795110 = -146428.057855
  nChanged 17
		SP:Iteration 11Q (123296.200000 sec): 3 clusters
  Score: Raw -148786.612496 + Penalty 2342.795110 = -146443.817386
  nChanged 9
		SP:Iteration 12Q (123296.370000 sec): 3 clusters
  Score: Raw -148796.553293 + Penalty 2342.795110 = -146453.758184
  nChanged 9
		SP:Iteration 13Q (123296.560000 sec): 3 clusters
  Score: Raw -148805.887853 + Penalty 2342.795110 = -146463.092743
  nChanged 8
		SP:Iteration 14Q (123296.760000 sec): 3 clusters
  Score: Raw -148813.877048 + Penalty 2342.795110 = -146471.081938
  nChanged 3
		SP:Iteration 15Q (123296.910000 sec): 3 clusters
  Score: Raw -148816.136108 + Penalty 2342.795110 = -146473.340998
  nChanged 0
		SP:Iteration 16F (123297.140000 sec): 3 clusters
  Score: Raw -148818.978371 + Penalty 2342.795110 = -146476.183261
  nChanged 1
		SP:Iteration 17Q (123297.310000 sec): 3 clusters
  Score: Raw -148821.777737 + Penalty 2342.795110 = -146478.982627
  nChanged 3
		SP:Iteration 18Q (123297.460000 sec): 3 clusters
  Score: Raw -148825.512879 + Penalty 2342.795110 = -146482.717769
  nChanged 1
		SP:Iteration 19Q (123297.700000 sec): 3 clusters
  Score: Raw -148825.957173 + Penalty 2342.795110 = -146483.162063
  nChanged 0
		SP:Iteration 20F (123297.840000 sec): 3 clusters
  Score: Raw -148825.957173 + Penalty 2342.795110 = -146483.162063
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123297.940000 sec): 2 clusters
  Score: Raw -393343.511423 + Penalty 1347.294834 = -391996.216589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123298.140000 sec): 3 clusters
  Score: Raw -391381.215996 + Penalty 2694.589668 = -388686.626329
  nChanged 1552
		SP:Iteration 1F (123298.290000 sec): 3 clusters
  Score: Raw -392371.970499 + Penalty 2694.589668 = -389677.380831
  nChanged 354
		SP:Iteration 2F (123298.520000 sec): 3 clusters
  Score: Raw -392646.762793 + Penalty 2694.589668 = -389952.173126
  nChanged 278
		SP:Iteration 3F (123298.660000 sec): 3 clusters
  Score: Raw -392865.963732 + Penalty 2694.589668 = -390171.374064
  nChanged 244
		SP:Iteration 4F (123298.860000 sec): 3 clusters
  Score: Raw -393074.206998 + Penalty 2694.589668 = -390379.617331
  nChanged 218
		SP:Iteration 5F (123299.100000 sec): 3 clusters
  Score: Raw -393240.654351 + Penalty 2694.589668 = -390546.064683
  nChanged 176
		SP:Iteration 6Q (123299.260000 sec): 3 clusters
  Score: Raw -393377.164341 + Penalty 2694.589668 = -390682.574673
  nChanged 158
		SP:Iteration 7Q (123299.420000 sec): 3 clusters
  Score: Raw -393523.883977 + Penalty 2694.589668 = -390829.294310
  nChanged 155
		SP:Iteration 8Q (123299.630000 sec): 3 clusters
  Score: Raw -393679.770126 + Penalty 2694.589668 = -390985.180458
  nChanged 141
		SP:Iteration 9Q (123299.790000 sec): 3 clusters
  Score: Raw -393828.839639 + Penalty 2694.589668 = -391134.249971
  nChanged 136
		SP:Iteration 10Q (123299.950000 sec): 3 clusters
  Score: Raw -393971.607885 + Penalty 2694.589668 = -391277.018218
  nChanged 111
		SP:Iteration 11Q (123300.120000 sec): 3 clusters
  Score: Raw -394068.442143 + Penalty 2694.589668 = -391373.852475
  nChanged 90
		SP:Iteration 12Q (123300.290000 sec): 3 clusters
  Score: Raw -394132.430000 + Penalty 2694.589668 = -391437.840333
  nChanged 50
		SP:Iteration 13Q (123300.480000 sec): 3 clusters
  Score: Raw -394158.587519 + Penalty 2694.589668 = -391463.997851
  nChanged 39
		SP:Iteration 14Q (123300.670000 sec): 3 clusters
  Score: Raw -394175.423516 + Penalty 2694.589668 = -391480.833849
  nChanged 25
		SP:Iteration 15Q (123300.870000 sec): 3 clusters
  Score: Raw -394188.877630 + Penalty 2694.589668 = -391494.287962
  nChanged 28
		SP:Iteration 16Q (123301.080000 sec): 3 clusters
  Score: Raw -394201.234327 + Penalty 2694.589668 = -391506.644660
  nChanged 15
		SP:Iteration 17Q (123301.290000 sec): 3 clusters
  Score: Raw -394205.981408 + Penalty 2694.589668 = -391511.391741
  nChanged 10
		SP:Iteration 18Q (123301.450000 sec): 3 clusters
  Score: Raw -394208.240116 + Penalty 2694.589668 = -391513.650448
  nChanged 6
		SP:Iteration 19Q (123301.620000 sec): 3 clusters
  Score: Raw -394209.713106 + Penalty 2694.589668 = -391515.123438
  nChanged 2
		SP:Iteration 20F (123301.800000 sec): 3 clusters
  Score: Raw -394210.747095 + Penalty 2694.589668 = -391516.157427
  nChanged 1
		SP:Iteration 21Q (123301.970000 sec): 3 clusters
  Score: Raw -394211.811017 + Penalty 2694.589668 = -391517.221349
  nChanged 3
		SP:Iteration 22Q (123302.130000 sec): 3 clusters
  Score: Raw -394212.918445 + Penalty 2694.589668 = -391518.328777
  nChanged 3
		SP:Iteration 23Q (123302.290000 sec): 3 clusters
  Score: Raw -394214.998693 + Penalty 2694.589668 = -391520.409025
  nChanged 8
		SP:Iteration 24Q (123302.480000 sec): 3 clusters
  Score: Raw -394218.205171 + Penalty 2694.589668 = -391523.615504
  nChanged 5
		SP:Iteration 25Q (123302.670000 sec): 3 clusters
  Score: Raw -394219.214749 + Penalty 2694.589668 = -391524.625081
  nChanged 3
		SP:Iteration 26Q (123302.870000 sec): 3 clusters
  Score: Raw -394220.582621 + Penalty 2694.589668 = -391525.992954
  nChanged 7
		SP:Iteration 27Q (123303.060000 sec): 3 clusters
  Score: Raw -394223.342101 + Penalty 2694.589668 = -391528.752434
  nChanged 10
		SP:Iteration 28Q (123303.260000 sec): 3 clusters
  Score: Raw -394227.154343 + Penalty 2694.589668 = -391532.564675
  nChanged 10
		SP:Iteration 29Q (123303.460000 sec): 3 clusters
  Score: Raw -394230.161108 + Penalty 2694.589668 = -391535.571440
  nChanged 4
		SP:Iteration 30Q (123303.640000 sec): 3 clusters
  Score: Raw -394231.595198 + Penalty 2694.589668 = -391537.005531
  nChanged 6
		SP:Iteration 31Q (123303.850000 sec): 3 clusters
  Score: Raw -394234.109661 + Penalty 2694.589668 = -391539.519993
  nChanged 6
		SP:Iteration 32Q (123304.040000 sec): 3 clusters
  Score: Raw -394235.791207 + Penalty 2694.589668 = -391541.201539
  nChanged 4
		SP:Iteration 33Q (123304.260000 sec): 3 clusters
  Score: Raw -394238.161457 + Penalty 2694.589668 = -391543.571790
  nChanged 15
		SP:Iteration 34Q (123304.440000 sec): 3 clusters
  Score: Raw -394243.309997 + Penalty 2694.589668 = -391548.720330
  nChanged 13
		SP:Iteration 35Q (123304.610000 sec): 3 clusters
  Score: Raw -394248.470201 + Penalty 2694.589668 = -391553.880533
  nChanged 8
		SP:Iteration 36Q (123304.810000 sec): 3 clusters
  Score: Raw -394250.479201 + Penalty 2694.589668 = -391555.889534
  nChanged 8
		SP:Iteration 37Q (123304.980000 sec): 3 clusters
  Score: Raw -394252.430271 + Penalty 2694.589668 = -391557.840603
  nChanged 7
		SP:Iteration 38Q (123305.140000 sec): 3 clusters
  Score: Raw -394253.803695 + Penalty 2694.589668 = -391559.214027
  nChanged 4
		SP:Iteration 39Q (123305.360000 sec): 3 clusters
  Score: Raw -394254.845684 + Penalty 2694.589668 = -391560.256017
  nChanged 2
		SP:Iteration 40F (123305.520000 sec): 3 clusters
  Score: Raw -394255.525434 + Penalty 2694.589668 = -391560.935766
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123305.630000 sec): 2 clusters
  Score: Raw -783785.520073 + Penalty 1447.354981 = -782338.165092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123305.820000 sec): 3 clusters
  Score: Raw -779706.712583 + Penalty 2894.709962 = -776812.002621
  nChanged 3117
		SP:Iteration 1F (123306.030000 sec): 3 clusters
  Score: Raw -781408.096924 + Penalty 2894.709962 = -778513.386962
  nChanged 460
		SP:Iteration 2F (123306.260000 sec): 3 clusters
  Score: Raw -781611.922908 + Penalty 2894.709962 = -778717.212946
  nChanged 357
		SP:Iteration 3Q (123306.450000 sec): 3 clusters
  Score: Raw -781760.071000 + Penalty 2894.709962 = -778865.361038
  nChanged 314
		SP:Iteration 4Q (123306.620000 sec): 3 clusters
  Score: Raw -781906.048414 + Penalty 2894.709962 = -779011.338452
  nChanged 264
		SP:Iteration 5Q (123306.820000 sec): 3 clusters
  Score: Raw -782045.790482 + Penalty 2894.709962 = -779151.080520
  nChanged 274
		SP:Iteration 6Q (123307.000000 sec): 3 clusters
  Score: Raw -782208.387967 + Penalty 2894.709962 = -779313.678005
  nChanged 278
		SP:Iteration 7Q (123307.220000 sec): 3 clusters
  Score: Raw -782396.189307 + Penalty 2894.709962 = -779501.479345
  nChanged 312
		SP:Iteration 8Q (123307.370000 sec): 3 clusters
  Score: Raw -782598.511761 + Penalty 2894.709962 = -779703.801799
  nChanged 304
		SP:Iteration 9Q (123307.610000 sec): 3 clusters
  Score: Raw -782813.609017 + Penalty 2894.709962 = -779918.899055
  nChanged 331
		SP:Iteration 10Q (123307.800000 sec): 3 clusters
  Score: Raw -783037.961205 + Penalty 2894.709962 = -780143.251242
  nChanged 293
		SP:Iteration 11Q (123308.000000 sec): 3 clusters
  Score: Raw -783225.622801 + Penalty 2894.709962 = -780330.912839
  nChanged 293
		SP:Iteration 12Q (123308.200000 sec): 3 clusters
  Score: Raw -783380.397747 + Penalty 2894.709962 = -780485.687785
  nChanged 230
		SP:Iteration 13Q (123308.400000 sec): 3 clusters
  Score: Raw -783504.236007 + Penalty 2894.709962 = -780609.526045
  nChanged 212
		SP:Iteration 14Q (123308.600000 sec): 3 clusters
  Score: Raw -783613.424293 + Penalty 2894.709962 = -780718.714331
  nChanged 200
		SP:Iteration 15Q (123308.740000 sec): 3 clusters
  Score: Raw -783710.566087 + Penalty 2894.709962 = -780815.856125
  nChanged 165
		SP:Iteration 16Q (123308.900000 sec): 3 clusters
  Score: Raw -783781.170772 + Penalty 2894.709962 = -780886.460809
  nChanged 144
		SP:Iteration 17Q (123309.090000 sec): 3 clusters
  Score: Raw -783841.232937 + Penalty 2894.709962 = -780946.522975
  nChanged 132
		SP:Iteration 18Q (123309.280000 sec): 3 clusters
  Score: Raw -783896.065954 + Penalty 2894.709962 = -781001.355991
  nChanged 123
		SP:Iteration 19Q (123309.480000 sec): 3 clusters
  Score: Raw -783945.068196 + Penalty 2894.709962 = -781050.358234
  nChanged 108
		SP:Iteration 20F (123309.670000 sec): 3 clusters
  Score: Raw -783982.841662 + Penalty 2894.709962 = -781088.131700
  nChanged 93
		SP:Iteration 21Q (123309.880000 sec): 3 clusters
  Score: Raw -784018.985223 + Penalty 2894.709962 = -781124.275261
  nChanged 94
		SP:Iteration 22Q (123310.090000 sec): 3 clusters
  Score: Raw -784049.457244 + Penalty 2894.709962 = -781154.747282
  nChanged 84
		SP:Iteration 23Q (123310.290000 sec): 3 clusters
  Score: Raw -784077.054034 + Penalty 2894.709962 = -781182.344072
  nChanged 74
		SP:Iteration 24Q (123310.480000 sec): 3 clusters
  Score: Raw -784098.629184 + Penalty 2894.709962 = -781203.919222
  nChanged 49
		SP:Iteration 25Q (123310.650000 sec): 3 clusters
  Score: Raw -784111.819277 + Penalty 2894.709962 = -781217.109315
  nChanged 38
		SP:Iteration 26Q (123310.840000 sec): 3 clusters
  Score: Raw -784121.970180 + Penalty 2894.709962 = -781227.260218
  nChanged 27
		SP:Iteration 27Q (123311.060000 sec): 3 clusters
  Score: Raw -784128.944743 + Penalty 2894.709962 = -781234.234781
  nChanged 30
		SP:Iteration 28Q (123311.280000 sec): 3 clusters
  Score: Raw -784136.923381 + Penalty 2894.709962 = -781242.213419
  nChanged 30
		SP:Iteration 29Q (123311.420000 sec): 3 clusters
  Score: Raw -784144.254198 + Penalty 2894.709962 = -781249.544236
  nChanged 29
		SP:Iteration 30Q (123311.610000 sec): 3 clusters
  Score: Raw -784151.211828 + Penalty 2894.709962 = -781256.501866
  nChanged 30
		SP:Iteration 31Q (123311.830000 sec): 3 clusters
  Score: Raw -784160.643472 + Penalty 2894.709962 = -781265.933510
  nChanged 35
		SP:Iteration 32Q (123312.000000 sec): 3 clusters
  Score: Raw -784169.533597 + Penalty 2894.709962 = -781274.823635
  nChanged 26
		SP:Iteration 33Q (123312.210000 sec): 3 clusters
  Score: Raw -784177.055048 + Penalty 2894.709962 = -781282.345086
  nChanged 27
		SP:Iteration 34Q (123312.450000 sec): 3 clusters
  Score: Raw -784183.673927 + Penalty 2894.709962 = -781288.963965
  nChanged 28
		SP:Iteration 35Q (123312.640000 sec): 3 clusters
  Score: Raw -784191.905348 + Penalty 2894.709962 = -781297.195386
  nChanged 20
		SP:Iteration 36Q (123312.860000 sec): 3 clusters
  Score: Raw -784196.071532 + Penalty 2894.709962 = -781301.361570
  nChanged 20
		SP:Iteration 37Q (123313.010000 sec): 3 clusters
  Score: Raw -784200.435457 + Penalty 2894.709962 = -781305.725495
  nChanged 16
		SP:Iteration 38Q (123313.220000 sec): 3 clusters
  Score: Raw -784204.971917 + Penalty 2894.709962 = -781310.261955
  nChanged 21
		SP:Iteration 39Q (123313.420000 sec): 3 clusters
  Score: Raw -784210.147619 + Penalty 2894.709962 = -781315.437657
  nChanged 18
		SP:Iteration 40F (123313.580000 sec): 3 clusters
  Score: Raw -784213.961351 + Penalty 2894.709962 = -781319.251389
  nChanged 13
		SP:Iteration 41Q (123313.790000 sec): 3 clusters
  Score: Raw -784217.196715 + Penalty 2894.709962 = -781322.486753
  nChanged 14
		SP:Iteration 42Q (123313.970000 sec): 3 clusters
  Score: Raw -784221.494790 + Penalty 2894.709962 = -781326.784828
  nChanged 9
		SP:Iteration 43Q (123314.130000 sec): 3 clusters
  Score: Raw -784224.165932 + Penalty 2894.709962 = -781329.455970
  nChanged 9
		SP:Iteration 44Q (123314.330000 sec): 3 clusters
  Score: Raw -784226.518518 + Penalty 2894.709962 = -781331.808556
  nChanged 13
		SP:Iteration 45Q (123314.530000 sec): 3 clusters
  Score: Raw -784229.785386 + Penalty 2894.709962 = -781335.075424
  nChanged 14
		SP:Iteration 46Q (123314.730000 sec): 3 clusters
  Score: Raw -784233.028245 + Penalty 2894.709962 = -781338.318283
  nChanged 11
		SP:Iteration 47Q (123314.880000 sec): 3 clusters
  Score: Raw -784235.187850 + Penalty 2894.709962 = -781340.477888
  nChanged 4
		SP:Iteration 48Q (123315.080000 sec): 3 clusters
  Score: Raw -784236.105651 + Penalty 2894.709962 = -781341.395689
  nChanged 4
		SP:Iteration 49Q (123315.290000 sec): 3 clusters
  Score: Raw -784237.166400 + Penalty 2894.709962 = -781342.456438
  nChanged 3
		SP:Iteration 50Q (123315.510000 sec): 3 clusters
  Score: Raw -784238.498803 + Penalty 2894.709962 = -781343.788841
  nChanged 3
		SP:Iteration 51Q (123315.700000 sec): 3 clusters
  Score: Raw -784238.870908 + Penalty 2894.709962 = -781344.160946
  nChanged 2
		SP:Iteration 52Q (123315.940000 sec): 3 clusters
  Score: Raw -784239.181997 + Penalty 2894.709962 = -781344.472035
  nChanged 3
		SP:Iteration 53Q (123316.140000 sec): 3 clusters
  Score: Raw -784239.727490 + Penalty 2894.709962 = -781345.017527
  nChanged 4
		SP:Iteration 54Q (123316.360000 sec): 3 clusters
  Score: Raw -784240.961178 + Penalty 2894.709962 = -781346.251216
  nChanged 2
		SP:Iteration 55Q (123316.620000 sec): 3 clusters
  Score: Raw -784241.258535 + Penalty 2894.709962 = -781346.548573
  nChanged 1
		SP:Iteration 56Q (123316.860000 sec): 3 clusters
  Score: Raw -784241.326119 + Penalty 2894.709962 = -781346.616156
  nChanged 0
		SP:Iteration 57F (123317.070000 sec): 3 clusters
  Score: Raw -784241.326119 + Penalty 2894.709962 = -781346.616156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123317.170000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123317.390000 sec): 3 clusters
  Score: Raw -85750.092694 + Penalty 2192.965621 = -83557.127073
  nChanged 264
		SP:Iteration 1F (123317.600000 sec): 3 clusters
  Score: Raw -86042.669636 + Penalty 2192.965621 = -83849.704015
  nChanged 65
		SP:Iteration 2F (123317.750000 sec): 3 clusters
  Score: Raw -86152.505422 + Penalty 2192.965621 = -83959.539801
  nChanged 36
		SP:Iteration 3Q (123317.940000 sec): 3 clusters
  Score: Raw -86196.151315 + Penalty 2192.965621 = -84003.185694
  nChanged 20
		SP:Iteration 4Q (123318.110000 sec): 3 clusters
  Score: Raw -86220.875633 + Penalty 2192.965621 = -84027.910012
  nChanged 14
		SP:Iteration 5Q (123318.340000 sec): 3 clusters
  Score: Raw -86234.328109 + Penalty 2192.965621 = -84041.362488
  nChanged 5
		SP:Iteration 6Q (123318.530000 sec): 3 clusters
  Score: Raw -86238.903132 + Penalty 2192.965621 = -84045.937510
  nChanged 3
		SP:Iteration 7Q (123318.710000 sec): 3 clusters
  Score: Raw -86241.121924 + Penalty 2192.965621 = -84048.156302
  nChanged 3
		SP:Iteration 8Q (123318.850000 sec): 3 clusters
  Score: Raw -86242.853738 + Penalty 2192.965621 = -84049.888117
  nChanged 2
		SP:Iteration 9Q (123319.050000 sec): 3 clusters
  Score: Raw -86245.094317 + Penalty 2192.965621 = -84052.128696
  nChanged 4
		SP:Iteration 10Q (123319.250000 sec): 3 clusters
  Score: Raw -86249.302465 + Penalty 2192.965621 = -84056.336843
  nChanged 2
		SP:Iteration 11Q (123319.430000 sec): 3 clusters
  Score: Raw -86252.215274 + Penalty 2192.965621 = -84059.249652
  nChanged 3
		SP:Iteration 12Q (123319.630000 sec): 3 clusters
  Score: Raw -86257.832885 + Penalty 2192.965621 = -84064.867264
  nChanged 3
		SP:Iteration 13Q (123319.830000 sec): 3 clusters
  Score: Raw -86259.980203 + Penalty 2192.965621 = -84067.014582
  nChanged 3
		SP:Iteration 14Q (123320.010000 sec): 3 clusters
  Score: Raw -86262.087230 + Penalty 2192.965621 = -84069.121609
  nChanged 1
		SP:Iteration 15Q (123320.250000 sec): 3 clusters
  Score: Raw -86262.916723 + Penalty 2192.965621 = -84069.951101
  nChanged 1
		SP:Iteration 16Q (123320.430000 sec): 3 clusters
  Score: Raw -86267.185044 + Penalty 2192.965621 = -84074.219423
  nChanged 2
		SP:Iteration 17Q (123320.570000 sec): 3 clusters
  Score: Raw -86268.391453 + Penalty 2192.965621 = -84075.425831
  nChanged 2
		SP:Iteration 18Q (123320.830000 sec): 3 clusters
  Score: Raw -86269.324362 + Penalty 2192.965621 = -84076.358740
  nChanged 1
		SP:Iteration 19Q (123321.010000 sec): 3 clusters
  Score: Raw -86270.735661 + Penalty 2192.965621 = -84077.770039
  nChanged 1
		SP:Iteration 20F (123321.180000 sec): 3 clusters
  Score: Raw -86273.254939 + Penalty 2192.965621 = -84080.289318
  nChanged 1
		SP:Iteration 21Q (123321.380000 sec): 3 clusters
  Score: Raw -86274.026899 + Penalty 2192.965621 = -84081.061278
  nChanged 0
		SP:Iteration 22F (123321.580000 sec): 3 clusters
  Score: Raw -86274.026899 + Penalty 2192.965621 = -84081.061278
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123321.750000 sec): 2 clusters
  Score: Raw -1652495.216430 + Penalty 1572.964468 = -1650922.251962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123321.990000 sec): 3 clusters
  Score: Raw -1642997.385114 + Penalty 3145.928936 = -1639851.456177
  nChanged 7152
		SP:Iteration 1F (123322.290000 sec): 3 clusters
  Score: Raw -1647159.103502 + Penalty 3145.928936 = -1644013.174565
  nChanged 1076
		SP:Iteration 2F (123322.550000 sec): 3 clusters
  Score: Raw -1647730.212306 + Penalty 3145.928936 = -1644584.283370
  nChanged 985
		SP:Iteration 3F (123322.790000 sec): 3 clusters
  Score: Raw -1648277.648169 + Penalty 3145.928936 = -1645131.719232
  nChanged 954
		SP:Iteration 4F (123323.060000 sec): 3 clusters
  Score: Raw -1648852.606696 + Penalty 3145.928936 = -1645706.677759
  nChanged 937
		SP:Iteration 5F (123323.360000 sec): 3 clusters
  Score: Raw -1649373.037123 + Penalty 3145.928936 = -1646227.108187
  nChanged 809
		SP:Iteration 6F (123323.630000 sec): 3 clusters
  Score: Raw -1649838.556333 + Penalty 3145.928936 = -1646692.627397
  nChanged 731
		SP:Iteration 7Q (123323.850000 sec): 3 clusters
  Score: Raw -1650234.605032 + Penalty 3145.928936 = -1647088.676095
  nChanged 632
		SP:Iteration 8Q (123324.120000 sec): 3 clusters
  Score: Raw -1650538.640318 + Penalty 3145.928936 = -1647392.711381
  nChanged 535
		SP:Iteration 9Q (123324.350000 sec): 3 clusters
  Score: Raw -1650767.245213 + Penalty 3145.928936 = -1647621.316277
  nChanged 421
		SP:Iteration 10Q (123324.590000 sec): 3 clusters
  Score: Raw -1650934.284258 + Penalty 3145.928936 = -1647788.355321
  nChanged 353
		SP:Iteration 11Q (123324.830000 sec): 3 clusters
  Score: Raw -1651065.701566 + Penalty 3145.928936 = -1647919.772630
  nChanged 327
		SP:Iteration 12Q (123325.090000 sec): 3 clusters
  Score: Raw -1651177.507309 + Penalty 3145.928936 = -1648031.578372
  nChanged 316
		SP:Iteration 13Q (123325.340000 sec): 3 clusters
  Score: Raw -1651278.147026 + Penalty 3145.928936 = -1648132.218090
  nChanged 277
		SP:Iteration 14Q (123325.550000 sec): 3 clusters
  Score: Raw -1651363.022800 + Penalty 3145.928936 = -1648217.093863
  nChanged 286
		SP:Iteration 15Q (123325.790000 sec): 3 clusters
  Score: Raw -1651448.047176 + Penalty 3145.928936 = -1648302.118239
  nChanged 249
		SP:Iteration 16Q (123326.030000 sec): 3 clusters
  Score: Raw -1651525.527822 + Penalty 3145.928936 = -1648379.598885
  nChanged 249
		SP:Iteration 17Q (123326.300000 sec): 3 clusters
  Score: Raw -1651606.634404 + Penalty 3145.928936 = -1648460.705468
  nChanged 287
		SP:Iteration 18Q (123326.530000 sec): 3 clusters
  Score: Raw -1651717.350365 + Penalty 3145.928936 = -1648571.421428
  nChanged 309
		SP:Iteration 19Q (123326.780000 sec): 3 clusters
  Score: Raw -1651852.686629 + Penalty 3145.928936 = -1648706.757692
  nChanged 303
		SP:Iteration 20F (123327.070000 sec): 3 clusters
  Score: Raw -1651973.707240 + Penalty 3145.928936 = -1648827.778304
  nChanged 307
		SP:Iteration 21Q (123327.400000 sec): 3 clusters
  Score: Raw -1652100.516929 + Penalty 3145.928936 = -1648954.587993
  nChanged 300
		SP:Iteration 22Q (123327.700000 sec): 3 clusters
  Score: Raw -1652215.934636 + Penalty 3145.928936 = -1649070.005700
  nChanged 256
		SP:Iteration 23Q (123327.960000 sec): 3 clusters
  Score: Raw -1652304.560367 + Penalty 3145.928936 = -1649158.631431
  nChanged 224
		SP:Iteration 24Q (123328.230000 sec): 3 clusters
  Score: Raw -1652375.655845 + Penalty 3145.928936 = -1649229.726909
  nChanged 224
		SP:Iteration 25Q (123328.480000 sec): 3 clusters
  Score: Raw -1652443.014682 + Penalty 3145.928936 = -1649297.085745
  nChanged 219
		SP:Iteration 26Q (123328.760000 sec): 3 clusters
  Score: Raw -1652507.272542 + Penalty 3145.928936 = -1649361.343605
  nChanged 192
		SP:Iteration 27Q (123329.000000 sec): 3 clusters
  Score: Raw -1652563.519019 + Penalty 3145.928936 = -1649417.590082
  nChanged 195
		SP:Iteration 28Q (123329.260000 sec): 3 clusters
  Score: Raw -1652626.248214 + Penalty 3145.928936 = -1649480.319277
  nChanged 195
		SP:Iteration 29Q (123329.540000 sec): 3 clusters
  Score: Raw -1652684.045780 + Penalty 3145.928936 = -1649538.116844
  nChanged 168
		SP:Iteration 30Q (123329.810000 sec): 3 clusters
  Score: Raw -1652732.893927 + Penalty 3145.928936 = -1649586.964991
  nChanged 175
		SP:Iteration 31Q (123330.050000 sec): 3 clusters
  Score: Raw -1652781.315704 + Penalty 3145.928936 = -1649635.386767
  nChanged 147
		SP:Iteration 32Q (123330.320000 sec): 3 clusters
  Score: Raw -1652823.097951 + Penalty 3145.928936 = -1649677.169014
  nChanged 136
		SP:Iteration 33Q (123330.570000 sec): 3 clusters
  Score: Raw -1652862.243206 + Penalty 3145.928936 = -1649716.314270
  nChanged 122
		SP:Iteration 34Q (123330.820000 sec): 3 clusters
  Score: Raw -1652894.692317 + Penalty 3145.928936 = -1649748.763380
  nChanged 111
		SP:Iteration 35Q (123331.090000 sec): 3 clusters
  Score: Raw -1652925.174091 + Penalty 3145.928936 = -1649779.245155
  nChanged 96
		SP:Iteration 36Q (123331.390000 sec): 3 clusters
  Score: Raw -1652950.556392 + Penalty 3145.928936 = -1649804.627456
  nChanged 89
		SP:Iteration 37Q (123331.610000 sec): 3 clusters
  Score: Raw -1652971.995294 + Penalty 3145.928936 = -1649826.066357
  nChanged 71
		SP:Iteration 38Q (123331.870000 sec): 3 clusters
  Score: Raw -1652991.702003 + Penalty 3145.928936 = -1649845.773066
  nChanged 64
		SP:Iteration 39Q (123332.100000 sec): 3 clusters
  Score: Raw -1653007.864952 + Penalty 3145.928936 = -1649861.936015
  nChanged 62
		SP:Iteration 40F (123332.340000 sec): 3 clusters
  Score: Raw -1653021.341941 + Penalty 3145.928936 = -1649875.413004
  nChanged 47
		SP:Iteration 41Q (123332.560000 sec): 3 clusters
  Score: Raw -1653031.396226 + Penalty 3145.928936 = -1649885.467289
  nChanged 40
		SP:Iteration 42Q (123332.810000 sec): 3 clusters
  Score: Raw -1653040.659755 + Penalty 3145.928936 = -1649894.730818
  nChanged 41
		SP:Iteration 43Q (123333.110000 sec): 3 clusters
  Score: Raw -1653049.901302 + Penalty 3145.928936 = -1649903.972365
  nChanged 42
		SP:Iteration 44Q (123333.390000 sec): 3 clusters
  Score: Raw -1653060.157610 + Penalty 3145.928936 = -1649914.228674
  nChanged 28
		SP:Iteration 45Q (123333.690000 sec): 3 clusters
  Score: Raw -1653066.986208 + Penalty 3145.928936 = -1649921.057271
  nChanged 24
		SP:Iteration 46Q (123333.930000 sec): 3 clusters
  Score: Raw -1653072.130985 + Penalty 3145.928936 = -1649926.202049
  nChanged 28
		SP:Iteration 47Q (123334.150000 sec): 3 clusters
  Score: Raw -1653077.305401 + Penalty 3145.928936 = -1649931.376465
  nChanged 23
		SP:Iteration 48Q (123334.400000 sec): 3 clusters
  Score: Raw -1653082.454798 + Penalty 3145.928936 = -1649936.525861
  nChanged 21
		SP:Iteration 49Q (123334.690000 sec): 3 clusters
  Score: Raw -1653086.214883 + Penalty 3145.928936 = -1649940.285947
  nChanged 19
		SP:Iteration 50Q (123334.980000 sec): 3 clusters
  Score: Raw -1653089.772392 + Penalty 3145.928936 = -1649943.843456
  nChanged 16
		SP:Iteration 51Q (123335.240000 sec): 3 clusters
  Score: Raw -1653092.256410 + Penalty 3145.928936 = -1649946.327473
  nChanged 7
		SP:Iteration 52Q (123335.480000 sec): 3 clusters
  Score: Raw -1653093.967109 + Penalty 3145.928936 = -1649948.038173
  nChanged 6
		SP:Iteration 53Q (123335.710000 sec): 3 clusters
  Score: Raw -1653095.336275 + Penalty 3145.928936 = -1649949.407339
  nChanged 8
		SP:Iteration 54Q (123335.930000 sec): 3 clusters
  Score: Raw -1653097.178269 + Penalty 3145.928936 = -1649951.249333
  nChanged 6
		SP:Iteration 55Q (123336.150000 sec): 3 clusters
  Score: Raw -1653098.208068 + Penalty 3145.928936 = -1649952.279132
  nChanged 3
		SP:Iteration 56Q (123336.450000 sec): 3 clusters
  Score: Raw -1653099.027209 + Penalty 3145.928936 = -1649953.098273
  nChanged 2
		SP:Iteration 57Q (123336.670000 sec): 3 clusters
  Score: Raw -1653099.823798 + Penalty 3145.928936 = -1649953.894862
  nChanged 5
		SP:Iteration 58Q (123336.940000 sec): 3 clusters
  Score: Raw -1653100.925070 + Penalty 3145.928936 = -1649954.996133
  nChanged 3
		SP:Iteration 59Q (123337.190000 sec): 3 clusters
  Score: Raw -1653101.186661 + Penalty 3145.928936 = -1649955.257724
  nChanged 1
		SP:Iteration 60F (123337.460000 sec): 3 clusters
  Score: Raw -1653101.279230 + Penalty 3145.928936 = -1649955.350294
  nChanged 1
		SP:Iteration 61Q (123337.660000 sec): 3 clusters
  Score: Raw -1653101.412991 + Penalty 3145.928936 = -1649955.484055
  nChanged 2
		SP:Iteration 62Q (123337.890000 sec): 3 clusters
  Score: Raw -1653101.612773 + Penalty 3145.928936 = -1649955.683837
  nChanged 1
		SP:Iteration 63Q (123338.170000 sec): 3 clusters
  Score: Raw -1653101.779470 + Penalty 3145.928936 = -1649955.850533
  nChanged 1
		SP:Iteration 64Q (123338.380000 sec): 3 clusters
  Score: Raw -1653101.964169 + Penalty 3145.928936 = -1649956.035232
  nChanged 1
		SP:Iteration 65Q (123338.650000 sec): 3 clusters
  Score: Raw -1653102.068272 + Penalty 3145.928936 = -1649956.139335
  nChanged 0
		SP:Iteration 66F (123338.860000 sec): 3 clusters
  Score: Raw -1653102.068272 + Penalty 3145.928936 = -1649956.139335
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123338.970000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123339.170000 sec): 3 clusters
  Score: Raw -46941.270799 + Penalty 1975.978288 = -44965.292510
  nChanged 90
		SP:Iteration 1F (123339.330000 sec): 3 clusters
  Score: Raw -47051.432071 + Penalty 1975.978288 = -45075.453782
  nChanged 20
		SP:Iteration 2Q (123339.530000 sec): 3 clusters
  Score: Raw -47080.357026 + Penalty 1975.978288 = -45104.378738
  nChanged 8
		SP:Iteration 3Q (123339.690000 sec): 3 clusters
  Score: Raw -47092.608165 + Penalty 1975.978288 = -45116.629877
  nChanged 4
		SP:Iteration 4Q (123339.910000 sec): 3 clusters
  Score: Raw -47100.490119 + Penalty 1975.978288 = -45124.511831
  nChanged 3
		SP:Iteration 5Q (123340.120000 sec): 3 clusters
  Score: Raw -47105.939689 + Penalty 1975.978288 = -45129.961400
  nChanged 3
		SP:Iteration 6Q (123340.270000 sec): 3 clusters
  Score: Raw -47110.604777 + Penalty 1975.978288 = -45134.626488
  nChanged 0
		SP:Iteration 7F (123340.490000 sec): 3 clusters
  Score: Raw -47110.604777 + Penalty 1975.978288 = -45134.626488
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123340.630000 sec): 2 clusters
  Score: Raw -466016.548955 + Penalty 1386.495310 = -464630.053645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123340.770000 sec): 3 clusters
  Score: Raw -463381.927876 + Penalty 2772.990619 = -460608.937256
  nChanged 2070
		SP:Iteration 1F (123340.950000 sec): 3 clusters
  Score: Raw -464853.299930 + Penalty 2772.990619 = -462080.309311
  nChanged 506
		SP:Iteration 2F (123341.150000 sec): 3 clusters
  Score: Raw -465241.756239 + Penalty 2772.990619 = -462468.765620
  nChanged 337
		SP:Iteration 3F (123341.370000 sec): 3 clusters
  Score: Raw -465462.808405 + Penalty 2772.990619 = -462689.817785
  nChanged 244
		SP:Iteration 4Q (123341.630000 sec): 3 clusters
  Score: Raw -465607.316047 + Penalty 2772.990619 = -462834.325427
  nChanged 203
		SP:Iteration 5Q (123341.850000 sec): 3 clusters
  Score: Raw -465712.147116 + Penalty 2772.990619 = -462939.156497
  nChanged 148
		SP:Iteration 6Q (123342.060000 sec): 3 clusters
  Score: Raw -465782.261057 + Penalty 2772.990619 = -463009.270437
  nChanged 119
		SP:Iteration 7Q (123342.280000 sec): 3 clusters
  Score: Raw -465837.911877 + Penalty 2772.990619 = -463064.921257
  nChanged 93
		SP:Iteration 8Q (123342.470000 sec): 3 clusters
  Score: Raw -465874.459859 + Penalty 2772.990619 = -463101.469240
  nChanged 92
		SP:Iteration 9Q (123342.670000 sec): 3 clusters
  Score: Raw -465914.977247 + Penalty 2772.990619 = -463141.986628
  nChanged 84
		SP:Iteration 10Q (123342.870000 sec): 3 clusters
  Score: Raw -465953.674107 + Penalty 2772.990619 = -463180.683488
  nChanged 83
		SP:Iteration 11Q (123343.130000 sec): 3 clusters
  Score: Raw -465983.677072 + Penalty 2772.990619 = -463210.686453
  nChanged 65
		SP:Iteration 12Q (123343.310000 sec): 3 clusters
  Score: Raw -466005.079813 + Penalty 2772.990619 = -463232.089193
  nChanged 52
		SP:Iteration 13Q (123343.550000 sec): 3 clusters
  Score: Raw -466023.218263 + Penalty 2772.990619 = -463250.227644
  nChanged 53
		SP:Iteration 14Q (123343.730000 sec): 3 clusters
  Score: Raw -466041.820175 + Penalty 2772.990619 = -463268.829556
  nChanged 51
		SP:Iteration 15Q (123343.950000 sec): 3 clusters
  Score: Raw -466055.040166 + Penalty 2772.990619 = -463282.049546
  nChanged 33
		SP:Iteration 16Q (123344.170000 sec): 3 clusters
  Score: Raw -466065.156740 + Penalty 2772.990619 = -463292.166121
  nChanged 42
		SP:Iteration 17Q (123344.380000 sec): 3 clusters
  Score: Raw -466075.942171 + Penalty 2772.990619 = -463302.951552
  nChanged 31
		SP:Iteration 18Q (123344.570000 sec): 3 clusters
  Score: Raw -466083.324785 + Penalty 2772.990619 = -463310.334165
  nChanged 23
		SP:Iteration 19Q (123344.750000 sec): 3 clusters
  Score: Raw -466088.697985 + Penalty 2772.990619 = -463315.707366
  nChanged 22
		SP:Iteration 20F (123344.970000 sec): 3 clusters
  Score: Raw -466093.748290 + Penalty 2772.990619 = -463320.757671
  nChanged 19
		SP:Iteration 21Q (123345.200000 sec): 3 clusters
  Score: Raw -466098.257696 + Penalty 2772.990619 = -463325.267077
  nChanged 19
		SP:Iteration 22Q (123345.410000 sec): 3 clusters
  Score: Raw -466103.025247 + Penalty 2772.990619 = -463330.034628
  nChanged 22
		SP:Iteration 23Q (123345.630000 sec): 3 clusters
  Score: Raw -466107.618567 + Penalty 2772.990619 = -463334.627947
  nChanged 14
		SP:Iteration 24Q (123345.840000 sec): 3 clusters
  Score: Raw -466111.312633 + Penalty 2772.990619 = -463338.322014
  nChanged 13
		SP:Iteration 25Q (123346.070000 sec): 3 clusters
  Score: Raw -466113.944343 + Penalty 2772.990619 = -463340.953724
  nChanged 14
		SP:Iteration 26Q (123346.260000 sec): 3 clusters
  Score: Raw -466116.945598 + Penalty 2772.990619 = -463343.954979
  nChanged 7
		SP:Iteration 27Q (123346.450000 sec): 3 clusters
  Score: Raw -466117.915569 + Penalty 2772.990619 = -463344.924950
  nChanged 6
		SP:Iteration 28Q (123346.590000 sec): 3 clusters
  Score: Raw -466119.101776 + Penalty 2772.990619 = -463346.111156
  nChanged 7
		SP:Iteration 29Q (123346.780000 sec): 3 clusters
  Score: Raw -466120.755250 + Penalty 2772.990619 = -463347.764631
  nChanged 11
		SP:Iteration 30Q (123347.020000 sec): 3 clusters
  Score: Raw -466122.880909 + Penalty 2772.990619 = -463349.890290
  nChanged 9
		SP:Iteration 31Q (123347.250000 sec): 3 clusters
  Score: Raw -466124.739240 + Penalty 2772.990619 = -463351.748621
  nChanged 6
		SP:Iteration 32Q (123347.410000 sec): 3 clusters
  Score: Raw -466125.792821 + Penalty 2772.990619 = -463352.802202
  nChanged 3
		SP:Iteration 33Q (123347.660000 sec): 3 clusters
  Score: Raw -466126.271422 + Penalty 2772.990619 = -463353.280802
  nChanged 0
		SP:Iteration 34F (123347.840000 sec): 3 clusters
  Score: Raw -466126.271422 + Penalty 2772.990619 = -463353.280802
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123347.970000 sec): 2 clusters
  Score: Raw -625508.254731 + Penalty 1415.234436 = -624093.020295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123348.230000 sec): 3 clusters
  Score: Raw -622326.635742 + Penalty 2830.468872 = -619496.166870
  nChanged 2487
		SP:Iteration 1F (123348.390000 sec): 3 clusters
  Score: Raw -623744.750113 + Penalty 2830.468872 = -620914.281241
  nChanged 550
		SP:Iteration 2F (123348.590000 sec): 3 clusters
  Score: Raw -624182.783894 + Penalty 2830.468872 = -621352.315022
  nChanged 491
		SP:Iteration 3F (123348.780000 sec): 3 clusters
  Score: Raw -624598.121093 + Penalty 2830.468872 = -621767.652221
  nChanged 424
		SP:Iteration 4F (123348.960000 sec): 3 clusters
  Score: Raw -624933.364028 + Penalty 2830.468872 = -622102.895155
  nChanged 354
		SP:Iteration 5F (123349.160000 sec): 3 clusters
  Score: Raw -625186.755329 + Penalty 2830.468872 = -622356.286457
  nChanged 292
		SP:Iteration 6Q (123349.400000 sec): 3 clusters
  Score: Raw -625359.792542 + Penalty 2830.468872 = -622529.323670
  nChanged 212
		SP:Iteration 7Q (123349.620000 sec): 3 clusters
  Score: Raw -625459.462477 + Penalty 2830.468872 = -622628.993605
  nChanged 137
		SP:Iteration 8Q (123349.830000 sec): 3 clusters
  Score: Raw -625511.310238 + Penalty 2830.468872 = -622680.841366
  nChanged 100
		SP:Iteration 9Q (123350.030000 sec): 3 clusters
  Score: Raw -625544.941764 + Penalty 2830.468872 = -622714.472891
  nChanged 72
		SP:Iteration 10Q (123350.220000 sec): 3 clusters
  Score: Raw -625566.951629 + Penalty 2830.468872 = -622736.482757
  nChanged 56
		SP:Iteration 11Q (123350.430000 sec): 3 clusters
  Score: Raw -625581.732320 + Penalty 2830.468872 = -622751.263448
  nChanged 44
		SP:Iteration 12Q (123350.600000 sec): 3 clusters
  Score: Raw -625592.616340 + Penalty 2830.468872 = -622762.147468
  nChanged 30
		SP:Iteration 13Q (123350.780000 sec): 3 clusters
  Score: Raw -625598.583992 + Penalty 2830.468872 = -622768.115119
  nChanged 27
		SP:Iteration 14Q (123351.060000 sec): 3 clusters
  Score: Raw -625602.993938 + Penalty 2830.468872 = -622772.525066
  nChanged 17
		SP:Iteration 15Q (123351.270000 sec): 3 clusters
  Score: Raw -625605.638567 + Penalty 2830.468872 = -622775.169694
  nChanged 12
		SP:Iteration 16Q (123351.480000 sec): 3 clusters
  Score: Raw -625607.352809 + Penalty 2830.468872 = -622776.883936
  nChanged 7
		SP:Iteration 17Q (123351.680000 sec): 3 clusters
  Score: Raw -625608.291291 + Penalty 2830.468872 = -622777.822419
  nChanged 7
		SP:Iteration 18Q (123351.930000 sec): 3 clusters
  Score: Raw -625609.139245 + Penalty 2830.468872 = -622778.670373
  nChanged 5
		SP:Iteration 19Q (123352.190000 sec): 3 clusters
  Score: Raw -625610.160162 + Penalty 2830.468872 = -622779.691290
  nChanged 8
		SP:Iteration 20F (123352.440000 sec): 3 clusters
  Score: Raw -625611.723439 + Penalty 2830.468872 = -622781.254567
  nChanged 11
		SP:Iteration 21Q (123352.590000 sec): 3 clusters
  Score: Raw -625613.784903 + Penalty 2830.468872 = -622783.316031
  nChanged 8
		SP:Iteration 22Q (123352.810000 sec): 3 clusters
  Score: Raw -625615.048726 + Penalty 2830.468872 = -622784.579854
  nChanged 6
		SP:Iteration 23Q (123353.030000 sec): 3 clusters
  Score: Raw -625616.041303 + Penalty 2830.468872 = -622785.572431
  nChanged 6
		SP:Iteration 24Q (123353.270000 sec): 3 clusters
  Score: Raw -625616.879660 + Penalty 2830.468872 = -622786.410788
  nChanged 5
		SP:Iteration 25Q (123353.470000 sec): 3 clusters
  Score: Raw -625617.846652 + Penalty 2830.468872 = -622787.377779
  nChanged 8
		SP:Iteration 26Q (123353.620000 sec): 3 clusters
  Score: Raw -625619.976489 + Penalty 2830.468872 = -622789.507617
  nChanged 8
		SP:Iteration 27Q (123353.800000 sec): 3 clusters
  Score: Raw -625621.649878 + Penalty 2830.468872 = -622791.181005
  nChanged 5
		SP:Iteration 28Q (123353.980000 sec): 3 clusters
  Score: Raw -625622.321795 + Penalty 2830.468872 = -622791.852923
  nChanged 2
		SP:Iteration 29Q (123354.160000 sec): 3 clusters
  Score: Raw -625622.621543 + Penalty 2830.468872 = -622792.152671
  nChanged 2
		SP:Iteration 30Q (123354.350000 sec): 3 clusters
  Score: Raw -625622.924664 + Penalty 2830.468872 = -622792.455792
  nChanged 2
		SP:Iteration 31Q (123354.560000 sec): 3 clusters
  Score: Raw -625623.170942 + Penalty 2830.468872 = -622792.702069
  nChanged 3
		SP:Iteration 32Q (123354.800000 sec): 3 clusters
  Score: Raw -625623.817295 + Penalty 2830.468872 = -622793.348423
  nChanged 5
		SP:Iteration 33Q (123355.020000 sec): 3 clusters
  Score: Raw -625624.867619 + Penalty 2830.468872 = -622794.398747
  nChanged 4
		SP:Iteration 34Q (123355.200000 sec): 3 clusters
  Score: Raw -625625.517662 + Penalty 2830.468872 = -622795.048790
  nChanged 2
		SP:Iteration 35Q (123355.430000 sec): 3 clusters
  Score: Raw -625625.708989 + Penalty 2830.468872 = -622795.240117
  nChanged 0
		SP:Iteration 36F (123355.690000 sec): 3 clusters
  Score: Raw -625625.708989 + Penalty 2830.468872 = -622795.240117
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123355.770000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123355.990000 sec): 3 clusters
  Score: Raw -49442.400949 + Penalty 2003.077311 = -47439.323638
  nChanged 103
		SP:Iteration 1F (123356.150000 sec): 3 clusters
  Score: Raw -49592.652889 + Penalty 2003.077311 = -47589.575578
  nChanged 29
		SP:Iteration 2F (123356.310000 sec): 3 clusters
  Score: Raw -49646.687283 + Penalty 2003.077311 = -47643.609972
  nChanged 11
		SP:Iteration 3Q (123356.520000 sec): 3 clusters
  Score: Raw -49662.788068 + Penalty 2003.077311 = -47659.710756
  nChanged 7
		SP:Iteration 4Q (123356.720000 sec): 3 clusters
  Score: Raw -49675.708567 + Penalty 2003.077311 = -47672.631255
  nChanged 9
		SP:Iteration 5Q (123356.870000 sec): 3 clusters
  Score: Raw -49686.493415 + Penalty 2003.077311 = -47683.416104
  nChanged 5
		SP:Iteration 6Q (123357.050000 sec): 3 clusters
  Score: Raw -49695.800350 + Penalty 2003.077311 = -47692.723038
  nChanged 2
		SP:Iteration 7Q (123357.260000 sec): 3 clusters
  Score: Raw -49703.472640 + Penalty 2003.077311 = -47700.395329
  nChanged 3
		SP:Iteration 8Q (123357.400000 sec): 3 clusters
  Score: Raw -49707.206234 + Penalty 2003.077311 = -47704.128923
  nChanged 0
		SP:Iteration 9F (123357.600000 sec): 3 clusters
  Score: Raw -49707.206234 + Penalty 2003.077311 = -47704.128923
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123357.740000 sec): 2 clusters
  Score: Raw -425880.649671 + Penalty 1355.324102 = -424525.325569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123357.940000 sec): 3 clusters
  Score: Raw -423805.328820 + Penalty 2710.648204 = -421094.680616
  nChanged 1679
		SP:Iteration 1F (123358.140000 sec): 3 clusters
  Score: Raw -424739.969765 + Penalty 2710.648204 = -422029.321561
  nChanged 311
		SP:Iteration 2F (123358.300000 sec): 3 clusters
  Score: Raw -424895.660628 + Penalty 2710.648204 = -422185.012424
  nChanged 189
		SP:Iteration 3Q (123358.470000 sec): 3 clusters
  Score: Raw -424995.362709 + Penalty 2710.648204 = -422284.714505
  nChanged 157
		SP:Iteration 4Q (123358.660000 sec): 3 clusters
  Score: Raw -425078.743496 + Penalty 2710.648204 = -422368.095291
  nChanged 140
		SP:Iteration 5Q (123358.840000 sec): 3 clusters
  Score: Raw -425151.643623 + Penalty 2710.648204 = -422440.995419
  nChanged 136
		SP:Iteration 6Q (123359.040000 sec): 3 clusters
  Score: Raw -425233.166789 + Penalty 2710.648204 = -422522.518585
  nChanged 133
		SP:Iteration 7Q (123359.200000 sec): 3 clusters
  Score: Raw -425307.811358 + Penalty 2710.648204 = -422597.163154
  nChanged 117
		SP:Iteration 8Q (123359.360000 sec): 3 clusters
  Score: Raw -425364.535374 + Penalty 2710.648204 = -422653.887170
  nChanged 112
		SP:Iteration 9Q (123359.530000 sec): 3 clusters
  Score: Raw -425418.417862 + Penalty 2710.648204 = -422707.769658
  nChanged 104
		SP:Iteration 10Q (123359.730000 sec): 3 clusters
  Score: Raw -425471.928025 + Penalty 2710.648204 = -422761.279821
  nChanged 102
		SP:Iteration 11Q (123359.960000 sec): 3 clusters
  Score: Raw -425527.119054 + Penalty 2710.648204 = -422816.470850
  nChanged 106
		SP:Iteration 12Q (123360.120000 sec): 3 clusters
  Score: Raw -425585.629365 + Penalty 2710.648204 = -422874.981161
  nChanged 114
		SP:Iteration 13Q (123360.280000 sec): 3 clusters
  Score: Raw -425640.365986 + Penalty 2710.648204 = -422929.717782
  nChanged 98
		SP:Iteration 14Q (123360.460000 sec): 3 clusters
  Score: Raw -425702.119263 + Penalty 2710.648204 = -422991.471059
  nChanged 115
		SP:Iteration 15Q (123360.600000 sec): 3 clusters
  Score: Raw -425759.146657 + Penalty 2710.648204 = -423048.498453
  nChanged 87
		SP:Iteration 16Q (123360.810000 sec): 3 clusters
  Score: Raw -425798.566838 + Penalty 2710.648204 = -423087.918634
  nChanged 80
		SP:Iteration 17Q (123360.990000 sec): 3 clusters
  Score: Raw -425843.310286 + Penalty 2710.648204 = -423132.662082
  nChanged 71
		SP:Iteration 18Q (123361.180000 sec): 3 clusters
  Score: Raw -425881.351836 + Penalty 2710.648204 = -423170.703632
  nChanged 74
		SP:Iteration 19Q (123361.370000 sec): 3 clusters
  Score: Raw -425924.476073 + Penalty 2710.648204 = -423213.827868
  nChanged 80
		SP:Iteration 20F (123361.560000 sec): 3 clusters
  Score: Raw -425975.524349 + Penalty 2710.648204 = -423264.876145
  nChanged 83
		SP:Iteration 21Q (123361.730000 sec): 3 clusters
  Score: Raw -426031.971664 + Penalty 2710.648204 = -423321.323460
  nChanged 93
		SP:Iteration 22Q (123361.930000 sec): 3 clusters
  Score: Raw -426088.510051 + Penalty 2710.648204 = -423377.861847
  nChanged 83
		SP:Iteration 23Q (123362.100000 sec): 3 clusters
  Score: Raw -426146.928995 + Penalty 2710.648204 = -423436.280791
  nChanged 69
		SP:Iteration 24Q (123362.320000 sec): 3 clusters
  Score: Raw -426180.919871 + Penalty 2710.648204 = -423470.271667
  nChanged 49
		SP:Iteration 25Q (123362.530000 sec): 3 clusters
  Score: Raw -426202.375849 + Penalty 2710.648204 = -423491.727645
  nChanged 40
		SP:Iteration 26Q (123362.720000 sec): 3 clusters
  Score: Raw -426220.554750 + Penalty 2710.648204 = -423509.906546
  nChanged 31
		SP:Iteration 27Q (123362.880000 sec): 3 clusters
  Score: Raw -426234.930171 + Penalty 2710.648204 = -423524.281967
  nChanged 24
		SP:Iteration 28Q (123363.060000 sec): 3 clusters
  Score: Raw -426242.425686 + Penalty 2710.648204 = -423531.777482
  nChanged 20
		SP:Iteration 29Q (123363.260000 sec): 3 clusters
  Score: Raw -426247.430493 + Penalty 2710.648204 = -423536.782288
  nChanged 12
		SP:Iteration 30Q (123363.450000 sec): 3 clusters
  Score: Raw -426250.648137 + Penalty 2710.648204 = -423539.999933
  nChanged 9
		SP:Iteration 31Q (123363.630000 sec): 3 clusters
  Score: Raw -426253.594468 + Penalty 2710.648204 = -423542.946263
  nChanged 5
		SP:Iteration 32Q (123363.820000 sec): 3 clusters
  Score: Raw -426254.884515 + Penalty 2710.648204 = -423544.236311
  nChanged 6
		SP:Iteration 33Q (123364.030000 sec): 3 clusters
  Score: Raw -426257.185548 + Penalty 2710.648204 = -423546.537343
  nChanged 4
		SP:Iteration 34Q (123364.180000 sec): 3 clusters
  Score: Raw -426257.930646 + Penalty 2710.648204 = -423547.282442
  nChanged 3
		SP:Iteration 35Q (123364.320000 sec): 3 clusters
  Score: Raw -426258.523190 + Penalty 2710.648204 = -423547.874986
  nChanged 0
		SP:Iteration 36F (123364.520000 sec): 3 clusters
  Score: Raw -426258.523190 + Penalty 2710.648204 = -423547.874986
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123364.600000 sec): 2 clusters
  Score: Raw -292914.207613 + Penalty 1294.005710 = -291620.201903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123364.760000 sec): 3 clusters
  Score: Raw -291550.316136 + Penalty 2588.011419 = -288962.304717
  nChanged 1092
		SP:Iteration 1F (123364.940000 sec): 3 clusters
  Score: Raw -292189.294007 + Penalty 2588.011419 = -289601.282588
  nChanged 230
		SP:Iteration 2F (123365.100000 sec): 3 clusters
  Score: Raw -292340.345411 + Penalty 2588.011419 = -289752.333992
  nChanged 142
		SP:Iteration 3Q (123365.270000 sec): 3 clusters
  Score: Raw -292433.515782 + Penalty 2588.011419 = -289845.504362
  nChanged 129
		SP:Iteration 4Q (123365.440000 sec): 3 clusters
  Score: Raw -292517.581540 + Penalty 2588.011419 = -289929.570121
  nChanged 102
		SP:Iteration 5Q (123365.640000 sec): 3 clusters
  Score: Raw -292579.991881 + Penalty 2588.011419 = -289991.980462
  nChanged 79
		SP:Iteration 6Q (123365.850000 sec): 3 clusters
  Score: Raw -292621.534560 + Penalty 2588.011419 = -290033.523141
  nChanged 57
		SP:Iteration 7Q (123366.010000 sec): 3 clusters
  Score: Raw -292651.313789 + Penalty 2588.011419 = -290063.302370
  nChanged 47
		SP:Iteration 8Q (123366.170000 sec): 3 clusters
  Score: Raw -292677.650104 + Penalty 2588.011419 = -290089.638685
  nChanged 50
		SP:Iteration 9Q (123366.320000 sec): 3 clusters
  Score: Raw -292701.326153 + Penalty 2588.011419 = -290113.314734
  nChanged 43
		SP:Iteration 10Q (123366.510000 sec): 3 clusters
  Score: Raw -292718.426500 + Penalty 2588.011419 = -290130.415081
  nChanged 39
		SP:Iteration 11Q (123366.690000 sec): 3 clusters
  Score: Raw -292737.175923 + Penalty 2588.011419 = -290149.164504
  nChanged 38
		SP:Iteration 12Q (123366.890000 sec): 3 clusters
  Score: Raw -292753.212342 + Penalty 2588.011419 = -290165.200923
  nChanged 33
		SP:Iteration 13Q (123367.070000 sec): 3 clusters
  Score: Raw -292767.556909 + Penalty 2588.011419 = -290179.545490
  nChanged 27
		SP:Iteration 14Q (123367.230000 sec): 3 clusters
  Score: Raw -292781.266811 + Penalty 2588.011419 = -290193.255392
  nChanged 33
		SP:Iteration 15Q (123367.410000 sec): 3 clusters
  Score: Raw -292798.272106 + Penalty 2588.011419 = -290210.260687
  nChanged 36
		SP:Iteration 16Q (123367.610000 sec): 3 clusters
  Score: Raw -292815.855906 + Penalty 2588.011419 = -290227.844487
  nChanged 29
		SP:Iteration 17Q (123367.790000 sec): 3 clusters
  Score: Raw -292834.078047 + Penalty 2588.011419 = -290246.066627
  nChanged 36
		SP:Iteration 18Q (123367.990000 sec): 3 clusters
  Score: Raw -292856.246875 + Penalty 2588.011419 = -290268.235456
  nChanged 25
		SP:Iteration 19Q (123368.200000 sec): 3 clusters
  Score: Raw -292869.148505 + Penalty 2588.011419 = -290281.137086
  nChanged 26
		SP:Iteration 20F (123368.430000 sec): 3 clusters
  Score: Raw -292880.906250 + Penalty 2588.011419 = -290292.894831
  nChanged 17
		SP:Iteration 21Q (123368.630000 sec): 3 clusters
  Score: Raw -292891.457146 + Penalty 2588.011419 = -290303.445727
  nChanged 28
		SP:Iteration 22Q (123368.790000 sec): 3 clusters
  Score: Raw -292906.098847 + Penalty 2588.011419 = -290318.087428
  nChanged 31
		SP:Iteration 23Q (123368.970000 sec): 3 clusters
  Score: Raw -292922.589423 + Penalty 2588.011419 = -290334.578004
  nChanged 33
		SP:Iteration 24Q (123369.210000 sec): 3 clusters
  Score: Raw -292937.937722 + Penalty 2588.011419 = -290349.926303
  nChanged 23
		SP:Iteration 25Q (123369.370000 sec): 3 clusters
  Score: Raw -292948.516366 + Penalty 2588.011419 = -290360.504947
  nChanged 16
		SP:Iteration 26Q (123369.600000 sec): 3 clusters
  Score: Raw -292956.104175 + Penalty 2588.011419 = -290368.092756
  nChanged 16
		SP:Iteration 27Q (123369.780000 sec): 3 clusters
  Score: Raw -292964.345766 + Penalty 2588.011419 = -290376.334346
  nChanged 12
		SP:Iteration 28Q (123370.020000 sec): 3 clusters
  Score: Raw -292971.604975 + Penalty 2588.011419 = -290383.593556
  nChanged 12
		SP:Iteration 29Q (123370.210000 sec): 3 clusters
  Score: Raw -292976.379811 + Penalty 2588.011419 = -290388.368392
  nChanged 11
		SP:Iteration 30Q (123370.410000 sec): 3 clusters
  Score: Raw -292983.175719 + Penalty 2588.011419 = -290395.164300
  nChanged 14
		SP:Iteration 31Q (123370.570000 sec): 3 clusters
  Score: Raw -292990.053632 + Penalty 2588.011419 = -290402.042213
  nChanged 14
		SP:Iteration 32Q (123370.780000 sec): 3 clusters
  Score: Raw -292993.617933 + Penalty 2588.011419 = -290405.606514
  nChanged 5
		SP:Iteration 33Q (123370.940000 sec): 3 clusters
  Score: Raw -292995.998620 + Penalty 2588.011419 = -290407.987200
  nChanged 5
		SP:Iteration 34Q (123371.130000 sec): 3 clusters
  Score: Raw -292997.164567 + Penalty 2588.011419 = -290409.153147
  nChanged 1
		SP:Iteration 35Q (123371.310000 sec): 3 clusters
  Score: Raw -292997.335944 + Penalty 2588.011419 = -290409.324524
  nChanged 2
		SP:Iteration 36Q (123371.460000 sec): 3 clusters
  Score: Raw -292997.740700 + Penalty 2588.011419 = -290409.729281
  nChanged 2
		SP:Iteration 37Q (123371.640000 sec): 3 clusters
  Score: Raw -292998.096347 + Penalty 2588.011419 = -290410.084928
  nChanged 0
		SP:Iteration 38F (123371.810000 sec): 3 clusters
  Score: Raw -292998.096347 + Penalty 2588.011419 = -290410.084928
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123371.970000 sec): 2 clusters
  Score: Raw -653761.744244 + Penalty 1439.600389 = -652322.143855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123372.160000 sec): 3 clusters
  Score: Raw -649936.296724 + Penalty 2879.200778 = -647057.095946
  nChanged 2957
		SP:Iteration 1F (123372.360000 sec): 3 clusters
  Score: Raw -651785.807251 + Penalty 2879.200778 = -648906.606473
  nChanged 639
		SP:Iteration 2F (123372.550000 sec): 3 clusters
  Score: Raw -652284.833400 + Penalty 2879.200778 = -649405.632622
  nChanged 525
		SP:Iteration 3F (123372.740000 sec): 3 clusters
  Score: Raw -652704.686410 + Penalty 2879.200778 = -649825.485632
  nChanged 452
		SP:Iteration 4F (123372.970000 sec): 3 clusters
  Score: Raw -653058.740482 + Penalty 2879.200778 = -650179.539704
  nChanged 385
		SP:Iteration 5F (123373.190000 sec): 3 clusters
  Score: Raw -653338.677738 + Penalty 2879.200778 = -650459.476959
  nChanged 316
		SP:Iteration 6Q (123373.390000 sec): 3 clusters
  Score: Raw -653579.403592 + Penalty 2879.200778 = -650700.202814
  nChanged 263
		SP:Iteration 7Q (123373.620000 sec): 3 clusters
  Score: Raw -653753.810263 + Penalty 2879.200778 = -650874.609484
  nChanged 214
		SP:Iteration 8Q (123373.850000 sec): 3 clusters
  Score: Raw -653873.249300 + Penalty 2879.200778 = -650994.048521
  nChanged 185
		SP:Iteration 9Q (123374.080000 sec): 3 clusters
  Score: Raw -653960.533052 + Penalty 2879.200778 = -651081.332273
  nChanged 122
		SP:Iteration 10Q (123374.280000 sec): 3 clusters
  Score: Raw -654009.046277 + Penalty 2879.200778 = -651129.845499
  nChanged 101
		SP:Iteration 11Q (123374.520000 sec): 3 clusters
  Score: Raw -654034.999133 + Penalty 2879.200778 = -651155.798355
  nChanged 55
		SP:Iteration 12Q (123374.730000 sec): 3 clusters
  Score: Raw -654051.907400 + Penalty 2879.200778 = -651172.706621
  nChanged 64
		SP:Iteration 13Q (123374.930000 sec): 3 clusters
  Score: Raw -654072.122498 + Penalty 2879.200778 = -651192.921720
  nChanged 53
		SP:Iteration 14Q (123375.150000 sec): 3 clusters
  Score: Raw -654090.456441 + Penalty 2879.200778 = -651211.255663
  nChanged 42
		SP:Iteration 15Q (123375.340000 sec): 3 clusters
  Score: Raw -654102.961343 + Penalty 2879.200778 = -651223.760565
  nChanged 44
		SP:Iteration 16Q (123375.610000 sec): 3 clusters
  Score: Raw -654117.593897 + Penalty 2879.200778 = -651238.393119
  nChanged 49
		SP:Iteration 17Q (123375.820000 sec): 3 clusters
  Score: Raw -654130.545688 + Penalty 2879.200778 = -651251.344909
  nChanged 45
		SP:Iteration 18Q (123376.010000 sec): 3 clusters
  Score: Raw -654144.386627 + Penalty 2879.200778 = -651265.185849
  nChanged 49
		SP:Iteration 19Q (123376.240000 sec): 3 clusters
  Score: Raw -654157.445173 + Penalty 2879.200778 = -651278.244395
  nChanged 51
		SP:Iteration 20F (123376.460000 sec): 3 clusters
  Score: Raw -654171.286409 + Penalty 2879.200778 = -651292.085631
  nChanged 52
		SP:Iteration 21Q (123376.680000 sec): 3 clusters
  Score: Raw -654185.205172 + Penalty 2879.200778 = -651306.004393
  nChanged 43
		SP:Iteration 22Q (123376.890000 sec): 3 clusters
  Score: Raw -654195.716815 + Penalty 2879.200778 = -651316.516037
  nChanged 33
		SP:Iteration 23Q (123377.090000 sec): 3 clusters
  Score: Raw -654204.394068 + Penalty 2879.200778 = -651325.193290
  nChanged 24
		SP:Iteration 24Q (123377.300000 sec): 3 clusters
  Score: Raw -654209.961551 + Penalty 2879.200778 = -651330.760773
  nChanged 26
		SP:Iteration 25Q (123377.460000 sec): 3 clusters
  Score: Raw -654215.498926 + Penalty 2879.200778 = -651336.298148
  nChanged 27
		SP:Iteration 26Q (123377.750000 sec): 3 clusters
  Score: Raw -654220.253641 + Penalty 2879.200778 = -651341.052863
  nChanged 14
		SP:Iteration 27Q (123377.950000 sec): 3 clusters
  Score: Raw -654222.346630 + Penalty 2879.200778 = -651343.145852
  nChanged 15
		SP:Iteration 28Q (123378.210000 sec): 3 clusters
  Score: Raw -654225.378514 + Penalty 2879.200778 = -651346.177736
  nChanged 16
		SP:Iteration 29Q (123378.420000 sec): 3 clusters
  Score: Raw -654227.828922 + Penalty 2879.200778 = -651348.628144
  nChanged 15
		SP:Iteration 30Q (123378.610000 sec): 3 clusters
  Score: Raw -654230.704414 + Penalty 2879.200778 = -651351.503635
  nChanged 17
		SP:Iteration 31Q (123378.800000 sec): 3 clusters
  Score: Raw -654233.575244 + Penalty 2879.200778 = -651354.374465
  nChanged 11
		SP:Iteration 32Q (123378.980000 sec): 3 clusters
  Score: Raw -654236.719647 + Penalty 2879.200778 = -651357.518869
  nChanged 7
		SP:Iteration 33Q (123379.190000 sec): 3 clusters
  Score: Raw -654237.957630 + Penalty 2879.200778 = -651358.756851
  nChanged 8
		SP:Iteration 34Q (123379.410000 sec): 3 clusters
  Score: Raw -654239.135185 + Penalty 2879.200778 = -651359.934406
  nChanged 6
		SP:Iteration 35Q (123379.580000 sec): 3 clusters
  Score: Raw -654240.066038 + Penalty 2879.200778 = -651360.865260
  nChanged 8
		SP:Iteration 36Q (123379.820000 sec): 3 clusters
  Score: Raw -654241.135160 + Penalty 2879.200778 = -651361.934382
  nChanged 8
		SP:Iteration 37Q (123380.040000 sec): 3 clusters
  Score: Raw -654242.947934 + Penalty 2879.200778 = -651363.747155
  nChanged 9
		SP:Iteration 38Q (123380.270000 sec): 3 clusters
  Score: Raw -654244.689546 + Penalty 2879.200778 = -651365.488768
  nChanged 10
		SP:Iteration 39Q (123380.470000 sec): 3 clusters
  Score: Raw -654246.256748 + Penalty 2879.200778 = -651367.055970
  nChanged 5
		SP:Iteration 40F (123380.700000 sec): 3 clusters
  Score: Raw -654247.003558 + Penalty 2879.200778 = -651367.802780
  nChanged 5
		SP:Iteration 41Q (123380.870000 sec): 3 clusters
  Score: Raw -654247.822385 + Penalty 2879.200778 = -651368.621606
  nChanged 4
		SP:Iteration 42Q (123381.060000 sec): 3 clusters
  Score: Raw -654248.305186 + Penalty 2879.200778 = -651369.104408
  nChanged 2
		SP:Iteration 43Q (123381.260000 sec): 3 clusters
  Score: Raw -654248.629051 + Penalty 2879.200778 = -651369.428273
  nChanged 1
		SP:Iteration 44Q (123381.520000 sec): 3 clusters
  Score: Raw -654248.809025 + Penalty 2879.200778 = -651369.608247
  nChanged 1
		SP:Iteration 45Q (123381.690000 sec): 3 clusters
  Score: Raw -654248.879885 + Penalty 2879.200778 = -651369.679107
  nChanged 0
		SP:Iteration 46F (123381.910000 sec): 3 clusters
  Score: Raw -654248.879885 + Penalty 2879.200778 = -651369.679107
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123382.010000 sec): 2 clusters
  Score: Raw -139732.183206 + Penalty 1166.265549 = -138565.917657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123382.150000 sec): 3 clusters
  Score: Raw -139230.640757 + Penalty 2332.531099 = -136898.109658
  nChanged 399
		SP:Iteration 1F (123382.350000 sec): 3 clusters
  Score: Raw -139510.523318 + Penalty 2332.531099 = -137177.992219
  nChanged 93
		SP:Iteration 2F (123382.550000 sec): 3 clusters
  Score: Raw -139584.982504 + Penalty 2332.531099 = -137252.451405
  nChanged 57
		SP:Iteration 3Q (123382.780000 sec): 3 clusters
  Score: Raw -139631.035776 + Penalty 2332.531099 = -137298.504678
  nChanged 34
		SP:Iteration 4Q (123382.970000 sec): 3 clusters
  Score: Raw -139657.992001 + Penalty 2332.531099 = -137325.460902
  nChanged 31
		SP:Iteration 5Q (123383.150000 sec): 3 clusters
  Score: Raw -139681.821551 + Penalty 2332.531099 = -137349.290452
  nChanged 25
		SP:Iteration 6Q (123383.380000 sec): 3 clusters
  Score: Raw -139694.695487 + Penalty 2332.531099 = -137362.164388
  nChanged 13
		SP:Iteration 7Q (123383.500000 sec): 3 clusters
  Score: Raw -139703.248552 + Penalty 2332.531099 = -137370.717453
  nChanged 11
		SP:Iteration 8Q (123383.670000 sec): 3 clusters
  Score: Raw -139709.132722 + Penalty 2332.531099 = -137376.601623
  nChanged 9
		SP:Iteration 9Q (123383.890000 sec): 3 clusters
  Score: Raw -139716.491322 + Penalty 2332.531099 = -137383.960223
  nChanged 7
		SP:Iteration 10Q (123384.020000 sec): 3 clusters
  Score: Raw -139721.079552 + Penalty 2332.531099 = -137388.548453
  nChanged 10
		SP:Iteration 11Q (123384.190000 sec): 3 clusters
  Score: Raw -139726.743870 + Penalty 2332.531099 = -137394.212771
  nChanged 7
		SP:Iteration 12Q (123384.390000 sec): 3 clusters
  Score: Raw -139730.088567 + Penalty 2332.531099 = -137397.557468
  nChanged 8
		SP:Iteration 13Q (123384.600000 sec): 3 clusters
  Score: Raw -139734.882168 + Penalty 2332.531099 = -137402.351069
  nChanged 7
		SP:Iteration 14Q (123384.790000 sec): 3 clusters
  Score: Raw -139737.999445 + Penalty 2332.531099 = -137405.468346
  nChanged 3
		SP:Iteration 15Q (123384.990000 sec): 3 clusters
  Score: Raw -139740.025561 + Penalty 2332.531099 = -137407.494462
  nChanged 3
		SP:Iteration 16Q (123385.190000 sec): 3 clusters
  Score: Raw -139743.092190 + Penalty 2332.531099 = -137410.561091
  nChanged 4
		SP:Iteration 17Q (123385.390000 sec): 3 clusters
  Score: Raw -139746.031520 + Penalty 2332.531099 = -137413.500421
  nChanged 2
		SP:Iteration 18Q (123385.610000 sec): 3 clusters
  Score: Raw -139747.126582 + Penalty 2332.531099 = -137414.595483
  nChanged 0
		SP:Iteration 19F (123385.850000 sec): 3 clusters
  Score: Raw -139747.126582 + Penalty 2332.531099 = -137414.595483
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123385.910000 sec): 2 clusters
  Score: Raw -227797.563936 + Penalty 1256.010547 = -226541.553389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123386.150000 sec): 3 clusters
  Score: Raw -226826.677538 + Penalty 2512.021094 = -224314.656444
  nChanged 790
		SP:Iteration 1F (123386.310000 sec): 3 clusters
  Score: Raw -227357.104102 + Penalty 2512.021094 = -224845.083007
  nChanged 182
		SP:Iteration 2F (123386.490000 sec): 3 clusters
  Score: Raw -227511.609129 + Penalty 2512.021094 = -224999.588035
  nChanged 121
		SP:Iteration 3F (123386.690000 sec): 3 clusters
  Score: Raw -227598.104394 + Penalty 2512.021094 = -225086.083300
  nChanged 80
		SP:Iteration 4Q (123386.910000 sec): 3 clusters
  Score: Raw -227658.325078 + Penalty 2512.021094 = -225146.303984
  nChanged 72
		SP:Iteration 5Q (123387.090000 sec): 3 clusters
  Score: Raw -227722.067820 + Penalty 2512.021094 = -225210.046726
  nChanged 72
		SP:Iteration 6Q (123387.280000 sec): 3 clusters
  Score: Raw -227778.397459 + Penalty 2512.021094 = -225266.376365
  nChanged 57
		SP:Iteration 7Q (123387.450000 sec): 3 clusters
  Score: Raw -227818.387388 + Penalty 2512.021094 = -225306.366294
  nChanged 55
		SP:Iteration 8Q (123387.670000 sec): 3 clusters
  Score: Raw -227856.763418 + Penalty 2512.021094 = -225344.742324
  nChanged 52
		SP:Iteration 9Q (123387.860000 sec): 3 clusters
  Score: Raw -227905.231328 + Penalty 2512.021094 = -225393.210234
  nChanged 67
		SP:Iteration 10Q (123388.040000 sec): 3 clusters
  Score: Raw -227984.566124 + Penalty 2512.021094 = -225472.545030
  nChanged 72
		SP:Iteration 11Q (123388.300000 sec): 3 clusters
  Score: Raw -228067.027400 + Penalty 2512.021094 = -225555.006306
  nChanged 77
		SP:Iteration 12Q (123388.440000 sec): 3 clusters
  Score: Raw -228160.517038 + Penalty 2512.021094 = -225648.495944
  nChanged 75
		SP:Iteration 13Q (123388.660000 sec): 3 clusters
  Score: Raw -228240.464945 + Penalty 2512.021094 = -225728.443851
  nChanged 65
		SP:Iteration 14Q (123388.810000 sec): 3 clusters
  Score: Raw -228302.745323 + Penalty 2512.021094 = -225790.724229
  nChanged 62
		SP:Iteration 15Q (123389.050000 sec): 3 clusters
  Score: Raw -228350.881263 + Penalty 2512.021094 = -225838.860169
  nChanged 42
		SP:Iteration 16Q (123389.210000 sec): 3 clusters
  Score: Raw -228377.747700 + Penalty 2512.021094 = -225865.726606
  nChanged 29
		SP:Iteration 17Q (123389.420000 sec): 3 clusters
  Score: Raw -228392.998818 + Penalty 2512.021094 = -225880.977723
  nChanged 15
		SP:Iteration 18Q (123389.640000 sec): 3 clusters
  Score: Raw -228399.975531 + Penalty 2512.021094 = -225887.954436
  nChanged 12
		SP:Iteration 19Q (123389.830000 sec): 3 clusters
  Score: Raw -228405.861931 + Penalty 2512.021094 = -225893.840837
  nChanged 10
		SP:Iteration 20F (123390.030000 sec): 3 clusters
  Score: Raw -228411.734518 + Penalty 2512.021094 = -225899.713424
  nChanged 18
		SP:Iteration 21Q (123390.230000 sec): 3 clusters
  Score: Raw -228423.417632 + Penalty 2512.021094 = -225911.396538
  nChanged 23
		SP:Iteration 22Q (123390.430000 sec): 3 clusters
  Score: Raw -228437.991248 + Penalty 2512.021094 = -225925.970154
  nChanged 21
		SP:Iteration 23Q (123390.620000 sec): 3 clusters
  Score: Raw -228450.449746 + Penalty 2512.021094 = -225938.428652
  nChanged 16
		SP:Iteration 24Q (123390.830000 sec): 3 clusters
  Score: Raw -228459.592365 + Penalty 2512.021094 = -225947.571271
  nChanged 18
		SP:Iteration 25Q (123390.990000 sec): 3 clusters
  Score: Raw -228473.094718 + Penalty 2512.021094 = -225961.073624
  nChanged 19
		SP:Iteration 26Q (123391.210000 sec): 3 clusters
  Score: Raw -228488.468403 + Penalty 2512.021094 = -225976.447309
  nChanged 21
		SP:Iteration 27Q (123391.390000 sec): 3 clusters
  Score: Raw -228502.332295 + Penalty 2512.021094 = -225990.311201
  nChanged 18
		SP:Iteration 28Q (123391.630000 sec): 3 clusters
  Score: Raw -228514.328873 + Penalty 2512.021094 = -226002.307779
  nChanged 19
		SP:Iteration 29Q (123391.830000 sec): 3 clusters
  Score: Raw -228526.059020 + Penalty 2512.021094 = -226014.037926
  nChanged 14
		SP:Iteration 30Q (123392.020000 sec): 3 clusters
  Score: Raw -228534.324681 + Penalty 2512.021094 = -226022.303587
  nChanged 12
		SP:Iteration 31Q (123392.240000 sec): 3 clusters
  Score: Raw -228539.790193 + Penalty 2512.021094 = -226027.769099
  nChanged 6
		SP:Iteration 32Q (123392.420000 sec): 3 clusters
  Score: Raw -228543.467378 + Penalty 2512.021094 = -226031.446284
  nChanged 8
		SP:Iteration 33Q (123392.650000 sec): 3 clusters
  Score: Raw -228546.390095 + Penalty 2512.021094 = -226034.369001
  nChanged 8
		SP:Iteration 34Q (123392.820000 sec): 3 clusters
  Score: Raw -228551.431016 + Penalty 2512.021094 = -226039.409922
  nChanged 10
		SP:Iteration 35Q (123393.000000 sec): 3 clusters
  Score: Raw -228554.942237 + Penalty 2512.021094 = -226042.921143
  nChanged 4
		SP:Iteration 36Q (123393.210000 sec): 3 clusters
  Score: Raw -228556.146313 + Penalty 2512.021094 = -226044.125219
  nChanged 5
		SP:Iteration 37Q (123393.410000 sec): 3 clusters
  Score: Raw -228558.069832 + Penalty 2512.021094 = -226046.048738
  nChanged 7
		SP:Iteration 38Q (123393.580000 sec): 3 clusters
  Score: Raw -228562.337941 + Penalty 2512.021094 = -226050.316847
  nChanged 6
		SP:Iteration 39Q (123393.770000 sec): 3 clusters
  Score: Raw -228565.635565 + Penalty 2512.021094 = -226053.614471
  nChanged 9
		SP:Iteration 40F (123393.970000 sec): 3 clusters
  Score: Raw -228570.130701 + Penalty 2512.021094 = -226058.109607
  nChanged 7
		SP:Iteration 41Q (123394.150000 sec): 3 clusters
  Score: Raw -228573.612682 + Penalty 2512.021094 = -226061.591588
  nChanged 8
		SP:Iteration 42Q (123394.300000 sec): 3 clusters
  Score: Raw -228578.413879 + Penalty 2512.021094 = -226066.392785
  nChanged 6
		SP:Iteration 43Q (123394.550000 sec): 3 clusters
  Score: Raw -228579.888973 + Penalty 2512.021094 = -226067.867879
  nChanged 6
		SP:Iteration 44Q (123394.780000 sec): 3 clusters
  Score: Raw -228582.216891 + Penalty 2512.021094 = -226070.195797
  nChanged 8
		SP:Iteration 45Q (123394.980000 sec): 3 clusters
  Score: Raw -228587.346962 + Penalty 2512.021094 = -226075.325868
  nChanged 10
		SP:Iteration 46Q (123395.170000 sec): 3 clusters
  Score: Raw -228592.179019 + Penalty 2512.021094 = -226080.157925
  nChanged 10
		SP:Iteration 47Q (123395.390000 sec): 3 clusters
  Score: Raw -228597.289385 + Penalty 2512.021094 = -226085.268291
  nChanged 10
		SP:Iteration 48Q (123395.550000 sec): 3 clusters
  Score: Raw -228604.415673 + Penalty 2512.021094 = -226092.394579
  nChanged 21
		SP:Iteration 49Q (123395.740000 sec): 3 clusters
  Score: Raw -228625.397942 + Penalty 2512.021094 = -226113.376847
  nChanged 29
		SP:Iteration 50Q (123395.920000 sec): 3 clusters
  Score: Raw -228660.846779 + Penalty 2512.021094 = -226148.825685
  nChanged 38
		SP:Iteration 51Q (123396.100000 sec): 3 clusters
  Score: Raw -228717.414254 + Penalty 2512.021094 = -226205.393160
  nChanged 41
		SP:Iteration 52Q (123396.310000 sec): 3 clusters
  Score: Raw -228823.964287 + Penalty 2512.021094 = -226311.943193
  nChanged 51
		SP:Iteration 53Q (123396.480000 sec): 3 clusters
  Score: Raw -228932.481556 + Penalty 2512.021094 = -226420.460462
  nChanged 43
		SP:Iteration 54Q (123396.670000 sec): 3 clusters
  Score: Raw -229021.184823 + Penalty 2512.021094 = -226509.163729
  nChanged 23
		SP:Iteration 55Q (123396.860000 sec): 3 clusters
  Score: Raw -229035.739260 + Penalty 2512.021094 = -226523.718166
  nChanged 4
		SP:Iteration 56Q (123397.050000 sec): 3 clusters
  Score: Raw -229037.654193 + Penalty 2512.021094 = -226525.633098
  nChanged 4
		SP:Iteration 57Q (123397.250000 sec): 3 clusters
  Score: Raw -229040.266825 + Penalty 2512.021094 = -226528.245731
  nChanged 2
		SP:Iteration 58Q (123397.450000 sec): 3 clusters
  Score: Raw -229040.946680 + Penalty 2512.021094 = -226528.925586
  nChanged 1
		SP:Iteration 59Q (123397.660000 sec): 3 clusters
  Score: Raw -229041.165470 + Penalty 2512.021094 = -226529.144376
  nChanged 0
		SP:Iteration 60F (123397.860000 sec): 3 clusters
  Score: Raw -229041.165470 + Penalty 2512.021094 = -226529.144376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123397.980000 sec): 2 clusters
  Score: Raw -723933.078375 + Penalty 1430.678441 = -722502.399935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123398.220000 sec): 3 clusters
  Score: Raw -720326.882000 + Penalty 2861.356881 = -717465.525119
  nChanged 2763
		SP:Iteration 1F (123398.430000 sec): 3 clusters
  Score: Raw -721805.611623 + Penalty 2861.356881 = -718944.254742
  nChanged 499
		SP:Iteration 2F (123398.640000 sec): 3 clusters
  Score: Raw -722075.787510 + Penalty 2861.356881 = -719214.430629
  nChanged 401
		SP:Iteration 3F (123398.850000 sec): 3 clusters
  Score: Raw -722309.116198 + Penalty 2861.356881 = -719447.759317
  nChanged 385
		SP:Iteration 4F (123399.090000 sec): 3 clusters
  Score: Raw -722520.043735 + Penalty 2861.356881 = -719658.686854
  nChanged 343
		SP:Iteration 5F (123399.280000 sec): 3 clusters
  Score: Raw -722725.949132 + Penalty 2861.356881 = -719864.592250
  nChanged 334
		SP:Iteration 6F (123399.470000 sec): 3 clusters
  Score: Raw -722935.767382 + Penalty 2861.356881 = -720074.410501
  nChanged 316
		SP:Iteration 7Q (123399.690000 sec): 3 clusters
  Score: Raw -723144.652820 + Penalty 2861.356881 = -720283.295939
  nChanged 278
		SP:Iteration 8Q (123399.850000 sec): 3 clusters
  Score: Raw -723304.126957 + Penalty 2861.356881 = -720442.770076
  nChanged 243
		SP:Iteration 9Q (123400.090000 sec): 3 clusters
  Score: Raw -723452.889930 + Penalty 2861.356881 = -720591.533049
  nChanged 217
		SP:Iteration 10Q (123400.280000 sec): 3 clusters
  Score: Raw -723587.704182 + Penalty 2861.356881 = -720726.347301
  nChanged 162
		SP:Iteration 11Q (123400.500000 sec): 3 clusters
  Score: Raw -723678.875563 + Penalty 2861.356881 = -720817.518682
  nChanged 136
		SP:Iteration 12Q (123400.690000 sec): 3 clusters
  Score: Raw -723756.810497 + Penalty 2861.356881 = -720895.453616
  nChanged 131
		SP:Iteration 13Q (123400.930000 sec): 3 clusters
  Score: Raw -723834.513705 + Penalty 2861.356881 = -720973.156824
  nChanged 111
		SP:Iteration 14Q (123401.170000 sec): 3 clusters
  Score: Raw -723889.320533 + Penalty 2861.356881 = -721027.963652
  nChanged 79
		SP:Iteration 15Q (123401.430000 sec): 3 clusters
  Score: Raw -723928.450120 + Penalty 2861.356881 = -721067.093239
  nChanged 72
		SP:Iteration 16Q (123401.630000 sec): 3 clusters
  Score: Raw -723964.048001 + Penalty 2861.356881 = -721102.691119
  nChanged 55
		SP:Iteration 17Q (123401.790000 sec): 3 clusters
  Score: Raw -723986.369361 + Penalty 2861.356881 = -721125.012480
  nChanged 42
		SP:Iteration 18Q (123402.020000 sec): 3 clusters
  Score: Raw -724004.430228 + Penalty 2861.356881 = -721143.073347
  nChanged 37
		SP:Iteration 19Q (123402.160000 sec): 3 clusters
  Score: Raw -724019.977068 + Penalty 2861.356881 = -721158.620186
  nChanged 33
		SP:Iteration 20F (123402.350000 sec): 3 clusters
  Score: Raw -724031.608055 + Penalty 2861.356881 = -721170.251174
  nChanged 30
		SP:Iteration 21Q (123402.520000 sec): 3 clusters
  Score: Raw -724042.670097 + Penalty 2861.356881 = -721181.313215
  nChanged 30
		SP:Iteration 22Q (123402.720000 sec): 3 clusters
  Score: Raw -724052.506103 + Penalty 2861.356881 = -721191.149222
  nChanged 23
		SP:Iteration 23Q (123402.950000 sec): 3 clusters
  Score: Raw -724061.318129 + Penalty 2861.356881 = -721199.961248
  nChanged 27
		SP:Iteration 24Q (123403.140000 sec): 3 clusters
  Score: Raw -724073.463461 + Penalty 2861.356881 = -721212.106580
  nChanged 27
		SP:Iteration 25Q (123403.350000 sec): 3 clusters
  Score: Raw -724084.216782 + Penalty 2861.356881 = -721222.859901
  nChanged 28
		SP:Iteration 26Q (123403.530000 sec): 3 clusters
  Score: Raw -724095.421688 + Penalty 2861.356881 = -721234.064807
  nChanged 25
		SP:Iteration 27Q (123403.750000 sec): 3 clusters
  Score: Raw -724106.922703 + Penalty 2861.356881 = -721245.565822
  nChanged 25
		SP:Iteration 28Q (123403.930000 sec): 3 clusters
  Score: Raw -724117.009479 + Penalty 2861.356881 = -721255.652598
  nChanged 21
		SP:Iteration 29Q (123404.120000 sec): 3 clusters
  Score: Raw -724126.673724 + Penalty 2861.356881 = -721265.316843
  nChanged 18
		SP:Iteration 30Q (123404.340000 sec): 3 clusters
  Score: Raw -724137.615650 + Penalty 2861.356881 = -721276.258769
  nChanged 21
		SP:Iteration 31Q (123404.500000 sec): 3 clusters
  Score: Raw -724146.223174 + Penalty 2861.356881 = -721284.866293
  nChanged 18
		SP:Iteration 32Q (123404.730000 sec): 3 clusters
  Score: Raw -724153.843135 + Penalty 2861.356881 = -721292.486254
  nChanged 15
		SP:Iteration 33Q (123404.910000 sec): 3 clusters
  Score: Raw -724160.165165 + Penalty 2861.356881 = -721298.808284
  nChanged 14
		SP:Iteration 34Q (123405.130000 sec): 3 clusters
  Score: Raw -724164.633644 + Penalty 2861.356881 = -721303.276763
  nChanged 13
		SP:Iteration 35Q (123405.360000 sec): 3 clusters
  Score: Raw -724168.379410 + Penalty 2861.356881 = -721307.022529
  nChanged 11
		SP:Iteration 36Q (123405.530000 sec): 3 clusters
  Score: Raw -724171.744571 + Penalty 2861.356881 = -721310.387690
  nChanged 12
		SP:Iteration 37Q (123405.770000 sec): 3 clusters
  Score: Raw -724177.158781 + Penalty 2861.356881 = -721315.801900
  nChanged 14
		SP:Iteration 38Q (123405.930000 sec): 3 clusters
  Score: Raw -724182.696728 + Penalty 2861.356881 = -721321.339847
  nChanged 17
		SP:Iteration 39Q (123406.170000 sec): 3 clusters
  Score: Raw -724188.796234 + Penalty 2861.356881 = -721327.439353
  nChanged 8
		SP:Iteration 40F (123406.350000 sec): 3 clusters
  Score: Raw -724191.454303 + Penalty 2861.356881 = -721330.097422
  nChanged 7
		SP:Iteration 41Q (123406.560000 sec): 3 clusters
  Score: Raw -724194.359762 + Penalty 2861.356881 = -721333.002881
  nChanged 8
		SP:Iteration 42Q (123406.770000 sec): 3 clusters
  Score: Raw -724197.245405 + Penalty 2861.356881 = -721335.888524
  nChanged 4
		SP:Iteration 43Q (123406.990000 sec): 3 clusters
  Score: Raw -724198.384190 + Penalty 2861.356881 = -721337.027309
  nChanged 1
		SP:Iteration 44Q (123407.170000 sec): 3 clusters
  Score: Raw -724198.680234 + Penalty 2861.356881 = -721337.323353
  nChanged 2
		SP:Iteration 45Q (123407.370000 sec): 3 clusters
  Score: Raw -724199.335058 + Penalty 2861.356881 = -721337.978177
  nChanged 2
		SP:Iteration 46Q (123407.580000 sec): 3 clusters
  Score: Raw -724200.855187 + Penalty 2861.356881 = -721339.498306
  nChanged 3
		SP:Iteration 47Q (123407.770000 sec): 3 clusters
  Score: Raw -724202.257754 + Penalty 2861.356881 = -721340.900873
  nChanged 4
		SP:Iteration 48Q (123407.960000 sec): 3 clusters
  Score: Raw -724203.670221 + Penalty 2861.356881 = -721342.313340
  nChanged 1
		SP:Iteration 49Q (123408.170000 sec): 3 clusters
  Score: Raw -724203.835753 + Penalty 2861.356881 = -721342.478872
  nChanged 1
		SP:Iteration 50Q (123408.320000 sec): 3 clusters
  Score: Raw -724204.117200 + Penalty 2861.356881 = -721342.760318
  nChanged 1
		SP:Iteration 51Q (123408.530000 sec): 3 clusters
  Score: Raw -724204.253726 + Penalty 2861.356881 = -721342.896845
  nChanged 0
		SP:Iteration 52F (123408.690000 sec): 3 clusters
  Score: Raw -724204.253726 + Penalty 2861.356881 = -721342.896845
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123408.840000 sec): 2 clusters
  Score: Raw -572487.890345 + Penalty 1416.756258 = -571071.134087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123409.020000 sec): 3 clusters
  Score: Raw -569202.086922 + Penalty 2833.512516 = -566368.574406
  nChanged 2540
		SP:Iteration 1F (123409.190000 sec): 3 clusters
  Score: Raw -570618.940332 + Penalty 2833.512516 = -567785.427816
  nChanged 442
		SP:Iteration 2F (123409.430000 sec): 3 clusters
  Score: Raw -570842.100045 + Penalty 2833.512516 = -568008.587530
  nChanged 349
		SP:Iteration 3F (123409.590000 sec): 3 clusters
  Score: Raw -571018.478485 + Penalty 2833.512516 = -568184.965970
  nChanged 278
		SP:Iteration 4Q (123409.820000 sec): 3 clusters
  Score: Raw -571149.487848 + Penalty 2833.512516 = -568315.975332
  nChanged 244
		SP:Iteration 5Q (123410.000000 sec): 3 clusters
  Score: Raw -571270.110083 + Penalty 2833.512516 = -568436.597568
  nChanged 231
		SP:Iteration 6Q (123410.180000 sec): 3 clusters
  Score: Raw -571384.580745 + Penalty 2833.512516 = -568551.068229
  nChanged 201
		SP:Iteration 7Q (123410.420000 sec): 3 clusters
  Score: Raw -571480.424127 + Penalty 2833.512516 = -568646.911612
  nChanged 205
		SP:Iteration 8Q (123410.580000 sec): 3 clusters
  Score: Raw -571586.412833 + Penalty 2833.512516 = -568752.900317
  nChanged 206
		SP:Iteration 9Q (123410.790000 sec): 3 clusters
  Score: Raw -571713.110784 + Penalty 2833.512516 = -568879.598268
  nChanged 222
		SP:Iteration 10Q (123410.990000 sec): 3 clusters
  Score: Raw -571841.923671 + Penalty 2833.512516 = -569008.411156
  nChanged 223
		SP:Iteration 11Q (123411.220000 sec): 3 clusters
  Score: Raw -571984.724256 + Penalty 2833.512516 = -569151.211740
  nChanged 231
		SP:Iteration 12Q (123411.380000 sec): 3 clusters
  Score: Raw -572123.223372 + Penalty 2833.512516 = -569289.710856
  nChanged 188
		SP:Iteration 13Q (123411.570000 sec): 3 clusters
  Score: Raw -572258.640326 + Penalty 2833.512516 = -569425.127810
  nChanged 160
		SP:Iteration 14Q (123411.770000 sec): 3 clusters
  Score: Raw -572372.980913 + Penalty 2833.512516 = -569539.468397
  nChanged 143
		SP:Iteration 15Q (123411.970000 sec): 3 clusters
  Score: Raw -572467.937735 + Penalty 2833.512516 = -569634.425219
  nChanged 116
		SP:Iteration 16Q (123412.170000 sec): 3 clusters
  Score: Raw -572547.261379 + Penalty 2833.512516 = -569713.748864
  nChanged 97
		SP:Iteration 17Q (123412.350000 sec): 3 clusters
  Score: Raw -572620.119505 + Penalty 2833.512516 = -569786.606990
  nChanged 83
		SP:Iteration 18Q (123412.540000 sec): 3 clusters
  Score: Raw -572688.459993 + Penalty 2833.512516 = -569854.947477
  nChanged 80
		SP:Iteration 19Q (123412.750000 sec): 3 clusters
  Score: Raw -572737.220903 + Penalty 2833.512516 = -569903.708388
  nChanged 59
		SP:Iteration 20F (123412.950000 sec): 3 clusters
  Score: Raw -572770.560695 + Penalty 2833.512516 = -569937.048179
  nChanged 43
		SP:Iteration 21Q (123413.140000 sec): 3 clusters
  Score: Raw -572791.301880 + Penalty 2833.512516 = -569957.789364
  nChanged 22
		SP:Iteration 22Q (123413.320000 sec): 3 clusters
  Score: Raw -572800.949488 + Penalty 2833.512516 = -569967.436973
  nChanged 25
		SP:Iteration 23Q (123413.520000 sec): 3 clusters
  Score: Raw -572815.966902 + Penalty 2833.512516 = -569982.454387
  nChanged 34
		SP:Iteration 24Q (123413.720000 sec): 3 clusters
  Score: Raw -572833.835449 + Penalty 2833.512516 = -570000.322934
  nChanged 27
		SP:Iteration 25Q (123413.920000 sec): 3 clusters
  Score: Raw -572846.156040 + Penalty 2833.512516 = -570012.643524
  nChanged 20
		SP:Iteration 26Q (123414.120000 sec): 3 clusters
  Score: Raw -572854.494875 + Penalty 2833.512516 = -570020.982360
  nChanged 20
		SP:Iteration 27Q (123414.300000 sec): 3 clusters
  Score: Raw -572864.626543 + Penalty 2833.512516 = -570031.114027
  nChanged 15
		SP:Iteration 28Q (123414.450000 sec): 3 clusters
  Score: Raw -572874.551917 + Penalty 2833.512516 = -570041.039401
  nChanged 18
		SP:Iteration 29Q (123414.620000 sec): 3 clusters
  Score: Raw -572883.216209 + Penalty 2833.512516 = -570049.703694
  nChanged 5
		SP:Iteration 30Q (123414.810000 sec): 3 clusters
  Score: Raw -572885.622747 + Penalty 2833.512516 = -570052.110231
  nChanged 5
		SP:Iteration 31Q (123415.000000 sec): 3 clusters
  Score: Raw -572888.239025 + Penalty 2833.512516 = -570054.726510
  nChanged 2
		SP:Iteration 32Q (123415.190000 sec): 3 clusters
  Score: Raw -572888.655288 + Penalty 2833.512516 = -570055.142772
  nChanged 0
		SP:Iteration 33F (123415.380000 sec): 3 clusters
  Score: Raw -572888.655288 + Penalty 2833.512516 = -570055.142772
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123415.500000 sec): 2 clusters
  Score: Raw -1099386.621539 + Penalty 1509.996955 = -1097876.624584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123415.730000 sec): 3 clusters
  Score: Raw -1093204.189650 + Penalty 3019.993910 = -1090184.195740
  nChanged 4681
		SP:Iteration 1F (123415.910000 sec): 3 clusters
  Score: Raw -1095700.766769 + Penalty 3019.993910 = -1092680.772859
  nChanged 623
		SP:Iteration 2F (123416.100000 sec): 3 clusters
  Score: Raw -1095942.630680 + Penalty 3019.993910 = -1092922.636770
  nChanged 523
		SP:Iteration 3Q (123416.330000 sec): 3 clusters
  Score: Raw -1096152.694420 + Penalty 3019.993910 = -1093132.700510
  nChanged 492
		SP:Iteration 4Q (123416.590000 sec): 3 clusters
  Score: Raw -1096336.311212 + Penalty 3019.993910 = -1093316.317302
  nChanged 451
		SP:Iteration 5Q (123416.850000 sec): 3 clusters
  Score: Raw -1096517.074054 + Penalty 3019.993910 = -1093497.080144
  nChanged 396
		SP:Iteration 6Q (123417.040000 sec): 3 clusters
  Score: Raw -1096673.776748 + Penalty 3019.993910 = -1093653.782838
  nChanged 391
		SP:Iteration 7Q (123417.240000 sec): 3 clusters
  Score: Raw -1096854.994603 + Penalty 3019.993910 = -1093835.000693
  nChanged 398
		SP:Iteration 8Q (123417.460000 sec): 3 clusters
  Score: Raw -1097057.573041 + Penalty 3019.993910 = -1094037.579130
  nChanged 453
		SP:Iteration 9Q (123417.750000 sec): 3 clusters
  Score: Raw -1097314.803017 + Penalty 3019.993910 = -1094294.809107
  nChanged 497
		SP:Iteration 10Q (123417.970000 sec): 3 clusters
  Score: Raw -1097641.361165 + Penalty 3019.993910 = -1094621.367254
  nChanged 499
		SP:Iteration 11Q (123418.130000 sec): 3 clusters
  Score: Raw -1097972.260415 + Penalty 3019.993910 = -1094952.266505
  nChanged 486
		SP:Iteration 12Q (123418.420000 sec): 3 clusters
  Score: Raw -1098328.605311 + Penalty 3019.993910 = -1095308.611400
  nChanged 431
		SP:Iteration 13Q (123418.750000 sec): 3 clusters
  Score: Raw -1098610.271031 + Penalty 3019.993910 = -1095590.277121
  nChanged 368
		SP:Iteration 14Q (123418.930000 sec): 3 clusters
  Score: Raw -1098804.824636 + Penalty 3019.993910 = -1095784.830726
  nChanged 267
		SP:Iteration 15Q (123419.150000 sec): 3 clusters
  Score: Raw -1098918.767127 + Penalty 3019.993910 = -1095898.773217
  nChanged 218
		SP:Iteration 16Q (123419.370000 sec): 3 clusters
  Score: Raw -1098996.029428 + Penalty 3019.993910 = -1095976.035518
  nChanged 158
		SP:Iteration 17Q (123419.610000 sec): 3 clusters
  Score: Raw -1099050.799667 + Penalty 3019.993910 = -1096030.805757
  nChanged 128
		SP:Iteration 18Q (123419.880000 sec): 3 clusters
  Score: Raw -1099090.462850 + Penalty 3019.993910 = -1096070.468939
  nChanged 115
		SP:Iteration 19Q (123420.100000 sec): 3 clusters
  Score: Raw -1099124.106024 + Penalty 3019.993910 = -1096104.112114
  nChanged 89
		SP:Iteration 20F (123420.320000 sec): 3 clusters
  Score: Raw -1099145.125593 + Penalty 3019.993910 = -1096125.131682
  nChanged 63
		SP:Iteration 21Q (123420.560000 sec): 3 clusters
  Score: Raw -1099159.142983 + Penalty 3019.993910 = -1096139.149072
  nChanged 55
		SP:Iteration 22Q (123420.790000 sec): 3 clusters
  Score: Raw -1099170.942040 + Penalty 3019.993910 = -1096150.948130
  nChanged 63
		SP:Iteration 23Q (123420.990000 sec): 3 clusters
  Score: Raw -1099182.542366 + Penalty 3019.993910 = -1096162.548456
  nChanged 51
		SP:Iteration 24Q (123421.170000 sec): 3 clusters
  Score: Raw -1099191.302491 + Penalty 3019.993910 = -1096171.308581
  nChanged 47
		SP:Iteration 25Q (123421.400000 sec): 3 clusters
  Score: Raw -1099199.717412 + Penalty 3019.993910 = -1096179.723502
  nChanged 42
		SP:Iteration 26Q (123421.690000 sec): 3 clusters
  Score: Raw -1099207.122171 + Penalty 3019.993910 = -1096187.128261
  nChanged 42
		SP:Iteration 27Q (123421.900000 sec): 3 clusters
  Score: Raw -1099214.000901 + Penalty 3019.993910 = -1096194.006991
  nChanged 42
		SP:Iteration 28Q (123422.130000 sec): 3 clusters
  Score: Raw -1099221.465830 + Penalty 3019.993910 = -1096201.471920
  nChanged 43
		SP:Iteration 29Q (123422.340000 sec): 3 clusters
  Score: Raw -1099229.982547 + Penalty 3019.993910 = -1096209.988637
  nChanged 37
		SP:Iteration 30Q (123422.570000 sec): 3 clusters
  Score: Raw -1099235.436637 + Penalty 3019.993910 = -1096215.442727
  nChanged 41
		SP:Iteration 31Q (123422.780000 sec): 3 clusters
  Score: Raw -1099241.870321 + Penalty 3019.993910 = -1096221.876411
  nChanged 39
		SP:Iteration 32Q (123423.050000 sec): 3 clusters
  Score: Raw -1099248.707194 + Penalty 3019.993910 = -1096228.713284
  nChanged 36
		SP:Iteration 33Q (123423.270000 sec): 3 clusters
  Score: Raw -1099255.492280 + Penalty 3019.993910 = -1096235.498369
  nChanged 44
		SP:Iteration 34Q (123423.470000 sec): 3 clusters
  Score: Raw -1099264.376066 + Penalty 3019.993910 = -1096244.382156
  nChanged 49
		SP:Iteration 35Q (123423.700000 sec): 3 clusters
  Score: Raw -1099275.485240 + Penalty 3019.993910 = -1096255.491330
  nChanged 50
		SP:Iteration 36Q (123423.940000 sec): 3 clusters
  Score: Raw -1099289.510413 + Penalty 3019.993910 = -1096269.516503
  nChanged 57
		SP:Iteration 37Q (123424.160000 sec): 3 clusters
  Score: Raw -1099307.849445 + Penalty 3019.993910 = -1096287.855534
  nChanged 59
		SP:Iteration 38Q (123424.400000 sec): 3 clusters
  Score: Raw -1099327.562545 + Penalty 3019.993910 = -1096307.568635
  nChanged 62
		SP:Iteration 39Q (123424.650000 sec): 3 clusters
  Score: Raw -1099352.439359 + Penalty 3019.993910 = -1096332.445449
  nChanged 84
		SP:Iteration 40F (123424.920000 sec): 3 clusters
  Score: Raw -1099404.775120 + Penalty 3019.993910 = -1096384.781210
  nChanged 105
		SP:Iteration 41Q (123425.100000 sec): 3 clusters
  Score: Raw -1099476.613664 + Penalty 3019.993910 = -1096456.619754
  nChanged 107
		SP:Iteration 42Q (123425.340000 sec): 3 clusters
  Score: Raw -1099536.828472 + Penalty 3019.993910 = -1096516.834562
  nChanged 95
		SP:Iteration 43Q (123425.610000 sec): 3 clusters
  Score: Raw -1099571.815110 + Penalty 3019.993910 = -1096551.821199
  nChanged 86
		SP:Iteration 44Q (123425.860000 sec): 3 clusters
  Score: Raw -1099598.851732 + Penalty 3019.993910 = -1096578.857822
  nChanged 72
		SP:Iteration 45Q (123426.100000 sec): 3 clusters
  Score: Raw -1099620.252339 + Penalty 3019.993910 = -1096600.258428
  nChanged 65
		SP:Iteration 46Q (123426.360000 sec): 3 clusters
  Score: Raw -1099636.419638 + Penalty 3019.993910 = -1096616.425727
  nChanged 54
		SP:Iteration 47Q (123426.560000 sec): 3 clusters
  Score: Raw -1099653.207197 + Penalty 3019.993910 = -1096633.213287
  nChanged 49
		SP:Iteration 48Q (123426.850000 sec): 3 clusters
  Score: Raw -1099664.292097 + Penalty 3019.993910 = -1096644.298187
  nChanged 44
		SP:Iteration 49Q (123427.050000 sec): 3 clusters
  Score: Raw -1099672.085539 + Penalty 3019.993910 = -1096652.091629
  nChanged 34
		SP:Iteration 50Q (123427.300000 sec): 3 clusters
  Score: Raw -1099677.879162 + Penalty 3019.993910 = -1096657.885251
  nChanged 20
		SP:Iteration 51Q (123427.500000 sec): 3 clusters
  Score: Raw -1099680.777699 + Penalty 3019.993910 = -1096660.783789
  nChanged 18
		SP:Iteration 52Q (123427.690000 sec): 3 clusters
  Score: Raw -1099682.576809 + Penalty 3019.993910 = -1096662.582899
  nChanged 13
		SP:Iteration 53Q (123427.910000 sec): 3 clusters
  Score: Raw -1099684.255400 + Penalty 3019.993910 = -1096664.261490
  nChanged 10
		SP:Iteration 54Q (123428.160000 sec): 3 clusters
  Score: Raw -1099685.463633 + Penalty 3019.993910 = -1096665.469723
  nChanged 12
		SP:Iteration 55Q (123428.410000 sec): 3 clusters
  Score: Raw -1099687.111253 + Penalty 3019.993910 = -1096667.117343
  nChanged 14
		SP:Iteration 56Q (123428.670000 sec): 3 clusters
  Score: Raw -1099689.169228 + Penalty 3019.993910 = -1096669.175318
  nChanged 14
		SP:Iteration 57Q (123428.860000 sec): 3 clusters
  Score: Raw -1099690.643664 + Penalty 3019.993910 = -1096670.649753
  nChanged 11
		SP:Iteration 58Q (123429.100000 sec): 3 clusters
  Score: Raw -1099691.909481 + Penalty 3019.993910 = -1096671.915571
  nChanged 11
		SP:Iteration 59Q (123429.360000 sec): 3 clusters
  Score: Raw -1099693.432945 + Penalty 3019.993910 = -1096673.439034
  nChanged 12
		SP:Iteration 60F (123429.630000 sec): 3 clusters
  Score: Raw -1099694.960018 + Penalty 3019.993910 = -1096674.966108
  nChanged 8
		SP:Iteration 61Q (123429.850000 sec): 3 clusters
  Score: Raw -1099695.616010 + Penalty 3019.993910 = -1096675.622099
  nChanged 9
		SP:Iteration 62Q (123430.140000 sec): 3 clusters
  Score: Raw -1099696.787599 + Penalty 3019.993910 = -1096676.793689
  nChanged 10
		SP:Iteration 63Q (123430.370000 sec): 3 clusters
  Score: Raw -1099697.977352 + Penalty 3019.993910 = -1096677.983442
  nChanged 7
		SP:Iteration 64Q (123430.650000 sec): 3 clusters
  Score: Raw -1099698.837789 + Penalty 3019.993910 = -1096678.843878
  nChanged 11
		SP:Iteration 65Q (123430.890000 sec): 3 clusters
  Score: Raw -1099699.969570 + Penalty 3019.993910 = -1096679.975660
  nChanged 11
		SP:Iteration 66Q (123431.110000 sec): 3 clusters
  Score: Raw -1099701.314038 + Penalty 3019.993910 = -1096681.320128
  nChanged 13
		SP:Iteration 67Q (123431.380000 sec): 3 clusters
  Score: Raw -1099703.118788 + Penalty 3019.993910 = -1096683.124877
  nChanged 14
		SP:Iteration 68Q (123431.630000 sec): 3 clusters
  Score: Raw -1099705.340298 + Penalty 3019.993910 = -1096685.346388
  nChanged 16
		SP:Iteration 69Q (123431.840000 sec): 3 clusters
  Score: Raw -1099708.174869 + Penalty 3019.993910 = -1096688.180958
  nChanged 18
		SP:Iteration 70Q (123432.060000 sec): 3 clusters
  Score: Raw -1099711.539806 + Penalty 3019.993910 = -1096691.545896
  nChanged 17
		SP:Iteration 71Q (123432.300000 sec): 3 clusters
  Score: Raw -1099713.587452 + Penalty 3019.993910 = -1096693.593541
  nChanged 10
		SP:Iteration 72Q (123432.550000 sec): 3 clusters
  Score: Raw -1099714.769743 + Penalty 3019.993910 = -1096694.775833
  nChanged 13
		SP:Iteration 73Q (123432.840000 sec): 3 clusters
  Score: Raw -1099716.217849 + Penalty 3019.993910 = -1096696.223939
  nChanged 9
		SP:Iteration 74Q (123433.080000 sec): 3 clusters
  Score: Raw -1099717.125480 + Penalty 3019.993910 = -1096697.131569
  nChanged 9
		SP:Iteration 75Q (123433.300000 sec): 3 clusters
  Score: Raw -1099718.247834 + Penalty 3019.993910 = -1096698.253923
  nChanged 2
		SP:Iteration 76Q (123433.550000 sec): 3 clusters
  Score: Raw -1099718.620589 + Penalty 3019.993910 = -1096698.626679
  nChanged 2
		SP:Iteration 77Q (123433.740000 sec): 3 clusters
  Score: Raw -1099718.744376 + Penalty 3019.993910 = -1096698.750466
  nChanged 0
		SP:Iteration 78F (123433.950000 sec): 3 clusters
  Score: Raw -1099718.744376 + Penalty 3019.993910 = -1096698.750466
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123434.070000 sec): 2 clusters
  Score: Raw -372585.420171 + Penalty 1330.074115 = -371255.346056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123434.270000 sec): 3 clusters
  Score: Raw -370772.885246 + Penalty 2660.148230 = -368112.737016
  nChanged 1423
		SP:Iteration 1F (123434.450000 sec): 3 clusters
  Score: Raw -371564.946743 + Penalty 2660.148230 = -368904.798513
  nChanged 291
		SP:Iteration 2F (123434.670000 sec): 3 clusters
  Score: Raw -371734.487929 + Penalty 2660.148230 = -369074.339699
  nChanged 212
		SP:Iteration 3F (123434.870000 sec): 3 clusters
  Score: Raw -371868.996234 + Penalty 2660.148230 = -369208.848004
  nChanged 189
		SP:Iteration 4F (123435.030000 sec): 3 clusters
  Score: Raw -371999.942583 + Penalty 2660.148230 = -369339.794352
  nChanged 170
		SP:Iteration 5Q (123435.190000 sec): 3 clusters
  Score: Raw -372107.136802 + Penalty 2660.148230 = -369446.988572
  nChanged 158
		SP:Iteration 6Q (123435.430000 sec): 3 clusters
  Score: Raw -372217.474295 + Penalty 2660.148230 = -369557.326065
  nChanged 138
		SP:Iteration 7Q (123435.610000 sec): 3 clusters
  Score: Raw -372329.860608 + Penalty 2660.148230 = -369669.712378
  nChanged 154
		SP:Iteration 8Q (123435.810000 sec): 3 clusters
  Score: Raw -372447.145584 + Penalty 2660.148230 = -369786.997354
  nChanged 134
		SP:Iteration 9Q (123435.990000 sec): 3 clusters
  Score: Raw -372576.032882 + Penalty 2660.148230 = -369915.884652
  nChanged 117
		SP:Iteration 10Q (123436.180000 sec): 3 clusters
  Score: Raw -372692.603728 + Penalty 2660.148230 = -370032.455498
  nChanged 118
		SP:Iteration 11Q (123436.390000 sec): 3 clusters
  Score: Raw -372806.899081 + Penalty 2660.148230 = -370146.750851
  nChanged 110
		SP:Iteration 12Q (123436.630000 sec): 3 clusters
  Score: Raw -372918.292208 + Penalty 2660.148230 = -370258.143978
  nChanged 108
		SP:Iteration 13Q (123436.830000 sec): 3 clusters
  Score: Raw -373028.659816 + Penalty 2660.148230 = -370368.511586
  nChanged 109
		SP:Iteration 14Q (123436.990000 sec): 3 clusters
  Score: Raw -373176.199124 + Penalty 2660.148230 = -370516.050894
  nChanged 112
		SP:Iteration 15Q (123437.150000 sec): 3 clusters
  Score: Raw -373318.191356 + Penalty 2660.148230 = -370658.043125
  nChanged 83
		SP:Iteration 16Q (123437.310000 sec): 3 clusters
  Score: Raw -373423.059474 + Penalty 2660.148230 = -370762.911244
  nChanged 64
		SP:Iteration 17Q (123437.500000 sec): 3 clusters
  Score: Raw -373479.665376 + Penalty 2660.148230 = -370819.517145
  nChanged 31
		SP:Iteration 18Q (123437.700000 sec): 3 clusters
  Score: Raw -373499.484784 + Penalty 2660.148230 = -370839.336553
  nChanged 24
		SP:Iteration 19Q (123437.940000 sec): 3 clusters
  Score: Raw -373511.153796 + Penalty 2660.148230 = -370851.005565
  nChanged 7
		SP:Iteration 20F (123438.140000 sec): 3 clusters
  Score: Raw -373515.989354 + Penalty 2660.148230 = -370855.841124
  nChanged 8
		SP:Iteration 21Q (123438.300000 sec): 3 clusters
  Score: Raw -373519.574180 + Penalty 2660.148230 = -370859.425950
  nChanged 7
		SP:Iteration 22Q (123438.490000 sec): 3 clusters
  Score: Raw -373523.825268 + Penalty 2660.148230 = -370863.677038
  nChanged 7
		SP:Iteration 23Q (123438.680000 sec): 3 clusters
  Score: Raw -373526.424545 + Penalty 2660.148230 = -370866.276315
  nChanged 6
		SP:Iteration 24Q (123438.890000 sec): 3 clusters
  Score: Raw -373528.436243 + Penalty 2660.148230 = -370868.288013
  nChanged 2
		SP:Iteration 25Q (123439.080000 sec): 3 clusters
  Score: Raw -373528.911489 + Penalty 2660.148230 = -370868.763258
  nChanged 1
		SP:Iteration 26Q (123439.260000 sec): 3 clusters
  Score: Raw -373529.539490 + Penalty 2660.148230 = -370869.391259
  nChanged 1
		SP:Iteration 27Q (123439.520000 sec): 3 clusters
  Score: Raw -373530.245611 + Penalty 2660.148230 = -370870.097381
  nChanged 0
		SP:Iteration 28F (123439.690000 sec): 3 clusters
  Score: Raw -373530.245611 + Penalty 2660.148230 = -370870.097381
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (17249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123439.870000 sec): 2 clusters
  Score: Raw -1825020.293870 + Penalty 1585.270286 = -1823435.023585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123440.150000 sec): 3 clusters
  Score: Raw -1814737.526445 + Penalty 3170.540571 = -1811566.985874
  nChanged 7649
		SP:Iteration 1F (123440.440000 sec): 3 clusters
  Score: Raw -1818722.847692 + Penalty 3170.540571 = -1815552.307121
  nChanged 849
		SP:Iteration 2Q (123440.690000 sec): 3 clusters
  Score: Raw -1819039.603969 + Penalty 3170.540571 = -1815869.063398
  nChanged 811
		SP:Iteration 3Q (123440.970000 sec): 3 clusters
  Score: Raw -1819344.931156 + Penalty 3170.540571 = -1816174.390585
  nChanged 836
		SP:Iteration 4Q (123441.160000 sec): 3 clusters
  Score: Raw -1819706.376200 + Penalty 3170.540571 = -1816535.835629
  nChanged 919
		SP:Iteration 5F (123441.410000 sec): 3 clusters
  Score: Raw -1820185.467209 + Penalty 3170.540571 = -1817014.926638
  nChanged 1043
		SP:Iteration 6F (123441.670000 sec): 3 clusters
  Score: Raw -1820826.014591 + Penalty 3170.540571 = -1817655.474020
  nChanged 1137
		SP:Iteration 7F (123441.980000 sec): 3 clusters
  Score: Raw -1821635.265809 + Penalty 3170.540571 = -1818464.725238
  nChanged 1103
		SP:Iteration 8F (123442.230000 sec): 3 clusters
  Score: Raw -1822555.956505 + Penalty 3170.540571 = -1819385.415934
  nChanged 1022
		SP:Iteration 9F (123442.520000 sec): 3 clusters
  Score: Raw -1823499.751206 + Penalty 3170.540571 = -1820329.210635
  nChanged 734
		SP:Iteration 10Q (123442.770000 sec): 3 clusters
  Score: Raw -1824161.581762 + Penalty 3170.540571 = -1820991.041191
  nChanged 446
		SP:Iteration 11Q (123443.120000 sec): 3 clusters
  Score: Raw -1824602.451973 + Penalty 3170.540571 = -1821431.911402
  nChanged 286
		SP:Iteration 12Q (123443.400000 sec): 3 clusters
  Score: Raw -1824886.916258 + Penalty 3170.540571 = -1821716.375687
  nChanged 176
		SP:Iteration 13Q (123443.640000 sec): 3 clusters
  Score: Raw -1825044.934635 + Penalty 3170.540571 = -1821874.394064
  nChanged 100
		SP:Iteration 14Q (123443.890000 sec): 3 clusters
  Score: Raw -1825129.523218 + Penalty 3170.540571 = -1821958.982647
  nChanged 89
		SP:Iteration 15Q (123444.100000 sec): 3 clusters
  Score: Raw -1825181.322592 + Penalty 3170.540571 = -1822010.782020
  nChanged 49
		SP:Iteration 16Q (123444.380000 sec): 3 clusters
  Score: Raw -1825205.531120 + Penalty 3170.540571 = -1822034.990549
  nChanged 33
		SP:Iteration 17Q (123444.640000 sec): 3 clusters
  Score: Raw -1825225.471992 + Penalty 3170.540571 = -1822054.931421
  nChanged 30
		SP:Iteration 18Q (123444.900000 sec): 3 clusters
  Score: Raw -1825242.010163 + Penalty 3170.540571 = -1822071.469592
  nChanged 26
		SP:Iteration 19Q (123445.160000 sec): 3 clusters
  Score: Raw -1825255.811854 + Penalty 3170.540571 = -1822085.271283
  nChanged 19
		SP:Iteration 20F (123445.440000 sec): 3 clusters
  Score: Raw -1825268.455784 + Penalty 3170.540571 = -1822097.915213
  nChanged 12
		SP:Iteration 21Q (123445.720000 sec): 3 clusters
  Score: Raw -1825272.859147 + Penalty 3170.540571 = -1822102.318576
  nChanged 12
		SP:Iteration 22Q (123445.980000 sec): 3 clusters
  Score: Raw -1825276.929366 + Penalty 3170.540571 = -1822106.388795
  nChanged 9
		SP:Iteration 23Q (123446.210000 sec): 3 clusters
  Score: Raw -1825280.276855 + Penalty 3170.540571 = -1822109.736284
  nChanged 8
		SP:Iteration 24Q (123446.480000 sec): 3 clusters
  Score: Raw -1825283.554704 + Penalty 3170.540571 = -1822113.014133
  nChanged 7
		SP:Iteration 25Q (123446.800000 sec): 3 clusters
  Score: Raw -1825285.437889 + Penalty 3170.540571 = -1822114.897318
  nChanged 8
		SP:Iteration 26Q (123447.050000 sec): 3 clusters
  Score: Raw -1825287.755542 + Penalty 3170.540571 = -1822117.214971
  nChanged 5
		SP:Iteration 27Q (123447.280000 sec): 3 clusters
  Score: Raw -1825290.500172 + Penalty 3170.540571 = -1822119.959601
  nChanged 3
		SP:Iteration 28Q (123447.520000 sec): 3 clusters
  Score: Raw -1825291.817455 + Penalty 3170.540571 = -1822121.276884
  nChanged 0
		SP:Iteration 29F (123447.810000 sec): 3 clusters
  Score: Raw -1825291.817455 + Penalty 3170.540571 = -1822121.276884
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123447.900000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123448.100000 sec): 3 clusters
  Score: Raw -26865.832923 + Penalty 1810.950060 = -25054.882863
  nChanged 34
		SP:Iteration 1F (123448.310000 sec): 3 clusters
  Score: Raw -26927.658148 + Penalty 1810.950060 = -25116.708088
  nChanged 6
		SP:Iteration 2Q (123448.480000 sec): 3 clusters
  Score: Raw -26945.266968 + Penalty 1810.950060 = -25134.316907
  nChanged 3
		SP:Iteration 3Q (123448.660000 sec): 3 clusters
  Score: Raw -26949.870461 + Penalty 1810.950060 = -25138.920401
  nChanged 0
		SP:Iteration 4F (123448.870000 sec): 3 clusters
  Score: Raw -26949.870461 + Penalty 1810.950060 = -25138.920401
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123449.000000 sec): 2 clusters
  Score: Raw -114638.056237 + Penalty 1172.834558 = -113465.221679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123449.170000 sec): 3 clusters
  Score: Raw -114153.353507 + Penalty 2345.669115 = -111807.684392
  nChanged 453
		SP:Iteration 1F (123449.410000 sec): 3 clusters
  Score: Raw -114556.766845 + Penalty 2345.669115 = -112211.097730
  nChanged 118
		SP:Iteration 2F (123449.590000 sec): 3 clusters
  Score: Raw -114683.459769 + Penalty 2345.669115 = -112337.790654
  nChanged 75
		SP:Iteration 3F (123449.770000 sec): 3 clusters
  Score: Raw -114753.413661 + Penalty 2345.669115 = -112407.744546
  nChanged 55
		SP:Iteration 4Q (123449.960000 sec): 3 clusters
  Score: Raw -114808.666420 + Penalty 2345.669115 = -112462.997305
  nChanged 52
		SP:Iteration 5Q (123450.170000 sec): 3 clusters
  Score: Raw -114865.285888 + Penalty 2345.669115 = -112519.616773
  nChanged 36
		SP:Iteration 6Q (123450.340000 sec): 3 clusters
  Score: Raw -114924.323641 + Penalty 2345.669115 = -112578.654526
  nChanged 44
		SP:Iteration 7Q (123450.580000 sec): 3 clusters
  Score: Raw -114986.303273 + Penalty 2345.669115 = -112640.634157
  nChanged 35
		SP:Iteration 8Q (123450.740000 sec): 3 clusters
  Score: Raw -115038.581009 + Penalty 2345.669115 = -112692.911894
  nChanged 34
		SP:Iteration 9Q (123450.930000 sec): 3 clusters
  Score: Raw -115069.247466 + Penalty 2345.669115 = -112723.578351
  nChanged 22
		SP:Iteration 10Q (123451.130000 sec): 3 clusters
  Score: Raw -115094.480272 + Penalty 2345.669115 = -112748.811157
  nChanged 21
		SP:Iteration 11Q (123451.310000 sec): 3 clusters
  Score: Raw -115116.559944 + Penalty 2345.669115 = -112770.890829
  nChanged 17
		SP:Iteration 12Q (123451.510000 sec): 3 clusters
  Score: Raw -115134.316729 + Penalty 2345.669115 = -112788.647614
  nChanged 16
		SP:Iteration 13Q (123451.700000 sec): 3 clusters
  Score: Raw -115147.873156 + Penalty 2345.669115 = -112802.204041
  nChanged 7
		SP:Iteration 14Q (123451.910000 sec): 3 clusters
  Score: Raw -115154.682331 + Penalty 2345.669115 = -112809.013216
  nChanged 10
		SP:Iteration 15Q (123452.130000 sec): 3 clusters
  Score: Raw -115161.581036 + Penalty 2345.669115 = -112815.911921
  nChanged 4
		SP:Iteration 16Q (123452.310000 sec): 3 clusters
  Score: Raw -115163.823539 + Penalty 2345.669115 = -112818.154424
  nChanged 2
		SP:Iteration 17Q (123452.490000 sec): 3 clusters
  Score: Raw -115165.943807 + Penalty 2345.669115 = -112820.274692
  nChanged 4
		SP:Iteration 18Q (123452.720000 sec): 3 clusters
  Score: Raw -115168.169200 + Penalty 2345.669115 = -112822.500085
  nChanged 3
		SP:Iteration 19Q (123452.880000 sec): 3 clusters
  Score: Raw -115169.645056 + Penalty 2345.669115 = -112823.975941
  nChanged 4
		SP:Iteration 20F (123453.090000 sec): 3 clusters
  Score: Raw -115172.230762 + Penalty 2345.669115 = -112826.561646
  nChanged 3
		SP:Iteration 21Q (123453.250000 sec): 3 clusters
  Score: Raw -115174.262954 + Penalty 2345.669115 = -112828.593838
  nChanged 6
		SP:Iteration 22Q (123453.470000 sec): 3 clusters
  Score: Raw -115178.736290 + Penalty 2345.669115 = -112833.067175
  nChanged 4
		SP:Iteration 23Q (123453.670000 sec): 3 clusters
  Score: Raw -115181.330267 + Penalty 2345.669115 = -112835.661151
  nChanged 3
		SP:Iteration 24Q (123453.850000 sec): 3 clusters
  Score: Raw -115182.993058 + Penalty 2345.669115 = -112837.323942
  nChanged 5
		SP:Iteration 25Q (123454.020000 sec): 3 clusters
  Score: Raw -115184.553644 + Penalty 2345.669115 = -112838.884529
  nChanged 2
		SP:Iteration 26Q (123454.220000 sec): 3 clusters
  Score: Raw -115186.345463 + Penalty 2345.669115 = -112840.676348
  nChanged 1
		SP:Iteration 27Q (123454.410000 sec): 3 clusters
  Score: Raw -115186.642774 + Penalty 2345.669115 = -112840.973659
  nChanged 1
		SP:Iteration 28Q (123454.620000 sec): 3 clusters
  Score: Raw -115186.956328 + Penalty 2345.669115 = -112841.287212
  nChanged 0
		SP:Iteration 29F (123454.820000 sec): 3 clusters
  Score: Raw -115186.956328 + Penalty 2345.669115 = -112841.287212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123454.900000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123455.100000 sec): 3 clusters
  Score: Raw -30629.062928 + Penalty 1847.163424 = -28781.899504
  nChanged 59
		SP:Iteration 1F (123455.310000 sec): 3 clusters
  Score: Raw -30740.220448 + Penalty 1847.163424 = -28893.057024
  nChanged 3
		SP:Iteration 2Q (123455.510000 sec): 3 clusters
  Score: Raw -30744.500365 + Penalty 1847.163424 = -28897.336940
  nChanged 1
		SP:Iteration 3Q (123455.730000 sec): 3 clusters
  Score: Raw -30746.373756 + Penalty 1847.163424 = -28899.210331
  nChanged 0
		SP:Iteration 4F (123455.950000 sec): 3 clusters
  Score: Raw -30746.373756 + Penalty 1847.163424 = -28899.210331
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2567 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123456.050000 sec): 2 clusters
  Score: Raw -280820.966335 + Penalty 1275.705142 = -279545.261194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123456.280000 sec): 3 clusters
  Score: Raw -279607.690363 + Penalty 2551.410284 = -277056.280080
  nChanged 968
		SP:Iteration 1F (123456.460000 sec): 3 clusters
  Score: Raw -280176.669014 + Penalty 2551.410284 = -277625.258730
  nChanged 191
		SP:Iteration 2F (123456.670000 sec): 3 clusters
  Score: Raw -280304.883670 + Penalty 2551.410284 = -277753.473387
  nChanged 138
		SP:Iteration 3F (123456.880000 sec): 3 clusters
  Score: Raw -280396.489421 + Penalty 2551.410284 = -277845.079137
  nChanged 107
		SP:Iteration 4Q (123457.050000 sec): 3 clusters
  Score: Raw -280460.153578 + Penalty 2551.410284 = -277908.743294
  nChanged 73
		SP:Iteration 5Q (123457.260000 sec): 3 clusters
  Score: Raw -280492.530054 + Penalty 2551.410284 = -277941.119771
  nChanged 49
		SP:Iteration 6Q (123457.450000 sec): 3 clusters
  Score: Raw -280520.133781 + Penalty 2551.410284 = -277968.723497
  nChanged 40
		SP:Iteration 7Q (123457.630000 sec): 3 clusters
  Score: Raw -280540.088077 + Penalty 2551.410284 = -277988.677794
  nChanged 43
		SP:Iteration 8Q (123457.850000 sec): 3 clusters
  Score: Raw -280561.807724 + Penalty 2551.410284 = -278010.397440
  nChanged 42
		SP:Iteration 9Q (123458.050000 sec): 3 clusters
  Score: Raw -280584.368809 + Penalty 2551.410284 = -278032.958526
  nChanged 48
		SP:Iteration 10Q (123458.290000 sec): 3 clusters
  Score: Raw -280608.047388 + Penalty 2551.410284 = -278056.637104
  nChanged 36
		SP:Iteration 11Q (123458.500000 sec): 3 clusters
  Score: Raw -280625.779705 + Penalty 2551.410284 = -278074.369421
  nChanged 31
		SP:Iteration 12Q (123458.730000 sec): 3 clusters
  Score: Raw -280635.724264 + Penalty 2551.410284 = -278084.313980
  nChanged 13
		SP:Iteration 13Q (123458.890000 sec): 3 clusters
  Score: Raw -280641.574031 + Penalty 2551.410284 = -278090.163747
  nChanged 15
		SP:Iteration 14Q (123459.090000 sec): 3 clusters
  Score: Raw -280647.921714 + Penalty 2551.410284 = -278096.511430
  nChanged 11
		SP:Iteration 15Q (123459.270000 sec): 3 clusters
  Score: Raw -280651.310749 + Penalty 2551.410284 = -278099.900465
  nChanged 11
		SP:Iteration 16Q (123459.450000 sec): 3 clusters
  Score: Raw -280656.641460 + Penalty 2551.410284 = -278105.231176
  nChanged 10
		SP:Iteration 17Q (123459.620000 sec): 3 clusters
  Score: Raw -280660.280021 + Penalty 2551.410284 = -278108.869737
  nChanged 14
		SP:Iteration 18Q (123459.830000 sec): 3 clusters
  Score: Raw -280663.729487 + Penalty 2551.410284 = -278112.319203
  nChanged 8
		SP:Iteration 19Q (123460.010000 sec): 3 clusters
  Score: Raw -280667.174377 + Penalty 2551.410284 = -278115.764094
  nChanged 7
		SP:Iteration 20F (123460.310000 sec): 3 clusters
  Score: Raw -280669.189205 + Penalty 2551.410284 = -278117.778921
  nChanged 5
		SP:Iteration 21Q (123460.530000 sec): 3 clusters
  Score: Raw -280671.384657 + Penalty 2551.410284 = -278119.974374
  nChanged 8
		SP:Iteration 22Q (123460.730000 sec): 3 clusters
  Score: Raw -280673.867690 + Penalty 2551.410284 = -278122.457406
  nChanged 7
		SP:Iteration 23Q (123460.980000 sec): 3 clusters
  Score: Raw -280677.594392 + Penalty 2551.410284 = -278126.184108
  nChanged 9
		SP:Iteration 24Q (123461.150000 sec): 3 clusters
  Score: Raw -280681.500716 + Penalty 2551.410284 = -278130.090432
  nChanged 9
		SP:Iteration 25Q (123461.310000 sec): 3 clusters
  Score: Raw -280685.824883 + Penalty 2551.410284 = -278134.414600
  nChanged 12
		SP:Iteration 26Q (123461.540000 sec): 3 clusters
  Score: Raw -280690.415725 + Penalty 2551.410284 = -278139.005441
  nChanged 9
		SP:Iteration 27Q (123461.720000 sec): 3 clusters
  Score: Raw -280693.648814 + Penalty 2551.410284 = -278142.238531
  nChanged 4
		SP:Iteration 28Q (123461.880000 sec): 3 clusters
  Score: Raw -280695.315833 + Penalty 2551.410284 = -278143.905549
  nChanged 7
		SP:Iteration 29Q (123462.050000 sec): 3 clusters
  Score: Raw -280697.553839 + Penalty 2551.410284 = -278146.143555
  nChanged 9
		SP:Iteration 30Q (123462.230000 sec): 3 clusters
  Score: Raw -280703.828562 + Penalty 2551.410284 = -278152.418278
  nChanged 14
		SP:Iteration 31Q (123462.450000 sec): 3 clusters
  Score: Raw -280708.637062 + Penalty 2551.410284 = -278157.226779
  nChanged 10
		SP:Iteration 32Q (123462.630000 sec): 3 clusters
  Score: Raw -280711.717240 + Penalty 2551.410284 = -278160.306956
  nChanged 6
		SP:Iteration 33Q (123462.810000 sec): 3 clusters
  Score: Raw -280715.787466 + Penalty 2551.410284 = -278164.377182
  nChanged 8
		SP:Iteration 34Q (123463.030000 sec): 3 clusters
  Score: Raw -280718.643515 + Penalty 2551.410284 = -278167.233232
  nChanged 7
		SP:Iteration 35Q (123463.270000 sec): 3 clusters
  Score: Raw -280721.610385 + Penalty 2551.410284 = -278170.200101
  nChanged 7
		SP:Iteration 36Q (123463.530000 sec): 3 clusters
  Score: Raw -280724.498613 + Penalty 2551.410284 = -278173.088329
  nChanged 5
		SP:Iteration 37Q (123463.690000 sec): 3 clusters
  Score: Raw -280726.397917 + Penalty 2551.410284 = -278174.987634
  nChanged 7
		SP:Iteration 38Q (123463.880000 sec): 3 clusters
  Score: Raw -280728.745880 + Penalty 2551.410284 = -278177.335596
  nChanged 5
		SP:Iteration 39Q (123464.060000 sec): 3 clusters
  Score: Raw -280731.141784 + Penalty 2551.410284 = -278179.731500
  nChanged 9
		SP:Iteration 40F (123464.300000 sec): 3 clusters
  Score: Raw -280734.530833 + Penalty 2551.410284 = -278183.120549
  nChanged 9
		SP:Iteration 41Q (123464.490000 sec): 3 clusters
  Score: Raw -280738.867208 + Penalty 2551.410284 = -278187.456924
  nChanged 5
		SP:Iteration 42Q (123464.650000 sec): 3 clusters
  Score: Raw -280739.952730 + Penalty 2551.410284 = -278188.542446
  nChanged 4
		SP:Iteration 43Q (123464.890000 sec): 3 clusters
  Score: Raw -280741.800187 + Penalty 2551.410284 = -278190.389903
  nChanged 2
		SP:Iteration 44Q (123465.040000 sec): 3 clusters
  Score: Raw -280743.898611 + Penalty 2551.410284 = -278192.488327
  nChanged 6
		SP:Iteration 45Q (123465.230000 sec): 3 clusters
  Score: Raw -280747.238450 + Penalty 2551.410284 = -278195.828167
  nChanged 8
		SP:Iteration 46Q (123465.400000 sec): 3 clusters
  Score: Raw -280750.858727 + Penalty 2551.410284 = -278199.448443
  nChanged 12
		SP:Iteration 47Q (123465.600000 sec): 3 clusters
  Score: Raw -280755.510167 + Penalty 2551.410284 = -278204.099883
  nChanged 12
		SP:Iteration 48Q (123465.840000 sec): 3 clusters
  Score: Raw -280763.162395 + Penalty 2551.410284 = -278211.752111
  nChanged 15
		SP:Iteration 49Q (123466.010000 sec): 3 clusters
  Score: Raw -280769.204889 + Penalty 2551.410284 = -278217.794605
  nChanged 19
		SP:Iteration 50Q (123466.150000 sec): 3 clusters
  Score: Raw -280778.128732 + Penalty 2551.410284 = -278226.718448
  nChanged 18
		SP:Iteration 51Q (123466.350000 sec): 3 clusters
  Score: Raw -280785.490085 + Penalty 2551.410284 = -278234.079801
  nChanged 12
		SP:Iteration 52Q (123466.570000 sec): 3 clusters
  Score: Raw -280790.040786 + Penalty 2551.410284 = -278238.630503
  nChanged 8
		SP:Iteration 53Q (123466.750000 sec): 3 clusters
  Score: Raw -280793.445005 + Penalty 2551.410284 = -278242.034721
  nChanged 7
		SP:Iteration 54Q (123466.950000 sec): 3 clusters
  Score: Raw -280797.002041 + Penalty 2551.410284 = -278245.591757
  nChanged 7
		SP:Iteration 55Q (123467.130000 sec): 3 clusters
  Score: Raw -280799.145783 + Penalty 2551.410284 = -278247.735499
  nChanged 8
		SP:Iteration 56Q (123467.320000 sec): 3 clusters
  Score: Raw -280801.475794 + Penalty 2551.410284 = -278250.065510
  nChanged 3
		SP:Iteration 57Q (123467.510000 sec): 3 clusters
  Score: Raw -280802.806170 + Penalty 2551.410284 = -278251.395887
  nChanged 5
		SP:Iteration 58Q (123467.710000 sec): 3 clusters
  Score: Raw -280804.039348 + Penalty 2551.410284 = -278252.629065
  nChanged 1
		SP:Iteration 59Q (123467.920000 sec): 3 clusters
  Score: Raw -280804.203487 + Penalty 2551.410284 = -278252.793204
  nChanged 0
		SP:Iteration 60F (123468.100000 sec): 3 clusters
  Score: Raw -280804.203487 + Penalty 2551.410284 = -278252.793204
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123468.200000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123468.400000 sec): 3 clusters
  Score: Raw -49868.042223 + Penalty 1997.557009 = -47870.485215
  nChanged 99
		SP:Iteration 1F (123468.610000 sec): 3 clusters
  Score: Raw -50004.560309 + Penalty 1997.557009 = -48007.003301
  nChanged 29
		SP:Iteration 2F (123468.840000 sec): 3 clusters
  Score: Raw -50066.470309 + Penalty 1997.557009 = -48068.913300
  nChanged 13
		SP:Iteration 3Q (123469.070000 sec): 3 clusters
  Score: Raw -50092.957526 + Penalty 1997.557009 = -48095.400518
  nChanged 3
		SP:Iteration 4Q (123469.250000 sec): 3 clusters
  Score: Raw -50098.780647 + Penalty 1997.557009 = -48101.223638
  nChanged 3
		SP:Iteration 5Q (123469.430000 sec): 3 clusters
  Score: Raw -50108.218897 + Penalty 1997.557009 = -48110.661888
  nChanged 5
		SP:Iteration 6Q (123469.650000 sec): 3 clusters
  Score: Raw -50113.219553 + Penalty 1997.557009 = -48115.662545
  nChanged 1
		SP:Iteration 7Q (123469.860000 sec): 3 clusters
  Score: Raw -50114.286360 + Penalty 1997.557009 = -48116.729351
  nChanged 0
		SP:Iteration 8F (123470.060000 sec): 3 clusters
  Score: Raw -50114.286360 + Penalty 1997.557009 = -48116.729351
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (167158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (123470.920000 sec): 2 clusters
  Score: Raw -17559581.967144 + Penalty 1954.337897 = -17557627.629247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (123471.820000 sec): 3 clusters
  Score: Raw -17448795.267342 + Penalty 3908.675794 = -17444886.591547
  nChanged 81065
		SP:Iteration 1F (123472.730000 sec): 3 clusters
  Score: Raw -17497630.975013 + Penalty 3908.675794 = -17493722.299219
  nChanged 5650
		SP:Iteration 2Q (123473.780000 sec): 3 clusters
  Score: Raw -17499168.304493 + Penalty 3908.675794 = -17495259.628699
  nChanged 6291
		SP:Iteration 3Q (123474.810000 sec): 3 clusters
  Score: Raw -17501181.857318 + Penalty 3908.675794 = -17497273.181523
  nChanged 7262
		SP:Iteration 4Q (123475.930000 sec): 3 clusters
  Score: Raw -17503935.798749 + Penalty 3908.675794 = -17500027.122954
  nChanged 8221
		SP:Iteration 5Q (123477.070000 sec): 3 clusters
  Score: Raw -17507430.463007 + Penalty 3908.675794 = -17503521.787213
  nChanged 8695
		SP:Iteration 6F (123478.030000 sec): 3 clusters
  Score: Raw -17511308.863681 + Penalty 3908.675794 = -17507400.187887
  nChanged 8849
		SP:Iteration 7F (123478.990000 sec): 3 clusters
  Score: Raw -17515283.573154 + Penalty 3908.675794 = -17511374.897360
  nChanged 8321
		SP:Iteration 8Q (123479.910000 sec): 3 clusters
  Score: Raw -17519141.609674 + Penalty 3908.675794 = -17515232.933880
  nChanged 7726
		SP:Iteration 9Q (123480.950000 sec): 3 clusters
  Score: Raw -17522910.710948 + Penalty 3908.675794 = -17519002.035153
  nChanged 7083
		SP:Iteration 10Q (123481.940000 sec): 3 clusters
  Score: Raw -17526534.874471 + Penalty 3908.675794 = -17522626.198677
  nChanged 6639
		SP:Iteration 11Q (123482.910000 sec): 3 clusters
  Score: Raw -17529917.473012 + Penalty 3908.675794 = -17526008.797218
  nChanged 5878
		SP:Iteration 12Q (123483.910000 sec): 3 clusters
  Score: Raw -17532447.736147 + Penalty 3908.675794 = -17528539.060352
  nChanged 4699
		SP:Iteration 13Q (123485.010000 sec): 3 clusters
  Score: Raw -17533945.957755 + Penalty 3908.675794 = -17530037.281961
  nChanged 3278
		SP:Iteration 14Q (123485.930000 sec): 3 clusters
  Score: Raw -17534762.055834 + Penalty 3908.675794 = -17530853.380040
  nChanged 2382
		SP:Iteration 15Q (123486.810000 sec): 3 clusters
  Score: Raw -17535288.802776 + Penalty 3908.675794 = -17531380.126982
  nChanged 2037
		SP:Iteration 16Q (123487.720000 sec): 3 clusters
  Score: Raw -17535716.958833 + Penalty 3908.675794 = -17531808.283039
  nChanged 1992
		SP:Iteration 17Q (123488.560000 sec): 3 clusters
  Score: Raw -17536133.290011 + Penalty 3908.675794 = -17532224.614216
  nChanged 2031
		SP:Iteration 18Q (123489.440000 sec): 3 clusters
  Score: Raw -17536572.160465 + Penalty 3908.675794 = -17532663.484671
  nChanged 2178
		SP:Iteration 19Q (123490.360000 sec): 3 clusters
  Score: Raw -17537056.274172 + Penalty 3908.675794 = -17533147.598378
  nChanged 2338
		SP:Iteration 20F (123491.280000 sec): 3 clusters
  Score: Raw -17537603.845743 + Penalty 3908.675794 = -17533695.169948
  nChanged 2480
		SP:Iteration 21Q (123492.280000 sec): 3 clusters
  Score: Raw -17538239.937567 + Penalty 3908.675794 = -17534331.261772
  nChanged 2645
		SP:Iteration 22Q (123493.180000 sec): 3 clusters
  Score: Raw -17538952.732198 + Penalty 3908.675794 = -17535044.056403
  nChanged 2776
		SP:Iteration 23Q (123494.110000 sec): 3 clusters
  Score: Raw -17539734.343009 + Penalty 3908.675794 = -17535825.667214
  nChanged 2866
		SP:Iteration 24Q (123495.030000 sec): 3 clusters
  Score: Raw -17540618.551180 + Penalty 3908.675794 = -17536709.875386
  nChanged 3059
		SP:Iteration 25Q (123495.940000 sec): 3 clusters
  Score: Raw -17541616.055406 + Penalty 3908.675794 = -17537707.379612
  nChanged 3083
		SP:Iteration 26Q (123496.780000 sec): 3 clusters
  Score: Raw -17542680.827694 + Penalty 3908.675794 = -17538772.151900
  nChanged 3146
		SP:Iteration 27Q (123497.700000 sec): 3 clusters
  Score: Raw -17543835.808913 + Penalty 3908.675794 = -17539927.133119
  nChanged 3243
		SP:Iteration 28Q (123498.580000 sec): 3 clusters
  Score: Raw -17545116.290535 + Penalty 3908.675794 = -17541207.614740
  nChanged 3314
		SP:Iteration 29Q (123499.510000 sec): 3 clusters
  Score: Raw -17546520.851731 + Penalty 3908.675794 = -17542612.175937
  nChanged 3228
		SP:Iteration 30Q (123500.380000 sec): 3 clusters
  Score: Raw -17547948.275076 + Penalty 3908.675794 = -17544039.599282
  nChanged 3205
		SP:Iteration 31Q (123501.210000 sec): 3 clusters
  Score: Raw -17549502.559366 + Penalty 3908.675794 = -17545593.883572
  nChanged 3016
		SP:Iteration 32Q (123502.040000 sec): 3 clusters
  Score: Raw -17550995.258073 + Penalty 3908.675794 = -17547086.582278
  nChanged 2737
		SP:Iteration 33Q (123502.830000 sec): 3 clusters
  Score: Raw -17552428.121770 + Penalty 3908.675794 = -17548519.445976
  nChanged 2555
		SP:Iteration 34Q (123503.570000 sec): 3 clusters
  Score: Raw -17553830.361211 + Penalty 3908.675794 = -17549921.685416
  nChanged 2228
		SP:Iteration 35Q (123504.370000 sec): 3 clusters
  Score: Raw -17555086.778233 + Penalty 3908.675794 = -17551178.102438
  nChanged 1905
		SP:Iteration 36Q (123505.200000 sec): 3 clusters
  Score: Raw -17556174.309080 + Penalty 3908.675794 = -17552265.633285
  nChanged 1510
		SP:Iteration 37Q (123505.960000 sec): 3 clusters
  Score: Raw -17557047.783065 + Penalty 3908.675794 = -17553139.107271
  nChanged 1221
		SP:Iteration 38Q (123506.650000 sec): 3 clusters
  Score: Raw -17557745.115679 + Penalty 3908.675794 = -17553836.439885
  nChanged 949
		SP:Iteration 39Q (123507.390000 sec): 3 clusters
  Score: Raw -17558273.210500 + Penalty 3908.675794 = -17554364.534706
  nChanged 675
		SP:Iteration 40F (123508.210000 sec): 3 clusters
  Score: Raw -17558683.494780 + Penalty 3908.675794 = -17554774.818985
  nChanged 597
		SP:Iteration 41Q (123508.960000 sec): 3 clusters
  Score: Raw -17559039.002441 + Penalty 3908.675794 = -17555130.326646
  nChanged 445
		SP:Iteration 42Q (123509.770000 sec): 3 clusters
  Score: Raw -17559314.995817 + Penalty 3908.675794 = -17555406.320023
  nChanged 298
		SP:Iteration 43Q (123510.540000 sec): 3 clusters
  Score: Raw -17559486.113021 + Penalty 3908.675794 = -17555577.437227
  nChanged 238
		SP:Iteration 44Q (123511.290000 sec): 3 clusters
  Score: Raw -17559601.872319 + Penalty 3908.675794 = -17555693.196525
  nChanged 179
		SP:Iteration 45Q (123511.970000 sec): 3 clusters
  Score: Raw -17559702.622157 + Penalty 3908.675794 = -17555793.946362
  nChanged 148
		SP:Iteration 46Q (123512.690000 sec): 3 clusters
  Score: Raw -17559786.508606 + Penalty 3908.675794 = -17555877.832811
  nChanged 127
		SP:Iteration 47Q (123513.390000 sec): 3 clusters
  Score: Raw -17559862.201323 + Penalty 3908.675794 = -17555953.525529
  nChanged 105
		SP:Iteration 48Q (123514.100000 sec): 3 clusters
  Score: Raw -17559914.448683 + Penalty 3908.675794 = -17556005.772888
  nChanged 85
		SP:Iteration 49Q (123514.810000 sec): 3 clusters
  Score: Raw -17559950.812041 + Penalty 3908.675794 = -17556042.136247
  nChanged 64
		SP:Iteration 50Q (123515.650000 sec): 3 clusters
  Score: Raw -17559973.869080 + Penalty 3908.675794 = -17556065.193286
  nChanged 56
		SP:Iteration 51Q (123516.380000 sec): 3 clusters
  Score: Raw -17559996.660716 + Penalty 3908.675794 = -17556087.984922
  nChanged 47
		SP:Iteration 52Q (123517.110000 sec): 3 clusters
  Score: Raw -17560012.973285 + Penalty 3908.675794 = -17556104.297490
  nChanged 30
		SP:Iteration 53Q (123517.840000 sec): 3 clusters
  Score: Raw -17560024.855494 + Penalty 3908.675794 = -17556116.179699
  nChanged 31
		SP:Iteration 54Q (123518.520000 sec): 3 clusters
  Score: Raw -17560034.971851 + Penalty 3908.675794 = -17556126.296056
  nChanged 26
		SP:Iteration 55Q (123519.230000 sec): 3 clusters
  Score: Raw -17560042.213635 + Penalty 3908.675794 = -17556133.537841
  nChanged 19
		SP:Iteration 56Q (123519.920000 sec): 3 clusters
  Score: Raw -17560048.658019 + Penalty 3908.675794 = -17556139.982224
  nChanged 12
		SP:Iteration 57Q (123520.560000 sec): 3 clusters
  Score: Raw -17560052.442828 + Penalty 3908.675794 = -17556143.767034
  nChanged 7
		SP:Iteration 58Q (123521.210000 sec): 3 clusters
  Score: Raw -17560054.283147 + Penalty 3908.675794 = -17556145.607352
  nChanged 7
		SP:Iteration 59Q (123521.880000 sec): 3 clusters
  Score: Raw -17560056.066114 + Penalty 3908.675794 = -17556147.390319
  nChanged 9
		SP:Iteration 60F (123522.680000 sec): 3 clusters
  Score: Raw -17560057.751813 + Penalty 3908.675794 = -17556149.076019
  nChanged 5
		SP:Iteration 61Q (123523.370000 sec): 3 clusters
  Score: Raw -17560058.878981 + Penalty 3908.675794 = -17556150.203187
  nChanged 3
		SP:Iteration 62Q (123524.040000 sec): 3 clusters
  Score: Raw -17560059.573728 + Penalty 3908.675794 = -17556150.897934
  nChanged 3
		SP:Iteration 63Q (123524.750000 sec): 3 clusters
  Score: Raw -17560060.162062 + Penalty 3908.675794 = -17556151.486268
  nChanged 1
		SP:Iteration 64Q (123525.450000 sec): 3 clusters
  Score: Raw -17560060.388006 + Penalty 3908.675794 = -17556151.712212
  nChanged 0
		SP:Iteration 65F (123526.320000 sec): 3 clusters
  Score: Raw -17560060.388006 + Penalty 3908.675794 = -17556151.712212
  nChanged 0
Iteration 459Q (123606.770000 sec): 74 clusters
  Score: Raw -138113720.605359 + Penalty 167577.328758 = -137946143.276600
  nChanged 746
Iteration 460F (123770.440000 sec): 74 clusters
  Score: Raw -138113749.912844 + Penalty 167577.328758 = -137946172.584086
  nChanged 716
Iteration 461Q (123855.930000 sec): 74 clusters
  Score: Raw -138113776.777028 + Penalty 167577.328758 = -137946199.448269
  nChanged 678
Iteration 462Q (123943.020000 sec): 74 clusters
  Score: Raw -138113802.658897 + Penalty 167577.328758 = -137946225.330139
  nChanged 649
Iteration 463Q (124023.810000 sec): 74 clusters
  Score: Raw -138113830.807457 + Penalty 167577.328758 = -137946253.478699
  nChanged 712
Iteration 464Q (124101.640000 sec): 74 clusters
  Score: Raw -138113862.474010 + Penalty 167577.328758 = -137946285.145252
  nChanged 689
Iteration 465Q (124181.490000 sec): 74 clusters
  Score: Raw -138113897.456385 + Penalty 167577.328758 = -137946320.127626
  nChanged 667
Iteration 466Q (124263.230000 sec): 74 clusters
  Score: Raw -138113938.360071 + Penalty 167577.328758 = -137946361.031312
  nChanged 679
Iteration 467Q (124339.960000 sec): 74 clusters
  Score: Raw -138113992.857299 + Penalty 167577.328758 = -137946415.528541
  nChanged 657
Iteration 468Q (124429.210000 sec): 74 clusters
  Score: Raw -138114043.318667 + Penalty 167577.328758 = -137946465.989908
  nChanged 668
Iteration 469Q (124510.560000 sec): 74 clusters
  Score: Raw -138114090.117959 + Penalty 167577.328758 = -137946512.789201
  nChanged 659
Iteration 470Q (124582.610000 sec): 74 clusters
  Score: Raw -138114127.136270 + Penalty 167577.328758 = -137946549.807511
  nChanged 590
Iteration 471Q (124667.140000 sec): 74 clusters
  Score: Raw -138114156.374192 + Penalty 167577.328758 = -137946579.045434
  nChanged 580
Iteration 472Q (124741.430000 sec): 74 clusters
  Score: Raw -138114182.843094 + Penalty 167577.328758 = -137946605.514336
  nChanged 621
Iteration 473Q (124821.120000 sec): 74 clusters
  Score: Raw -138114208.424939 + Penalty 167577.328758 = -137946631.096181
  nChanged 568
Iteration 474Q (124898.940000 sec): 74 clusters
  Score: Raw -138114230.020858 + Penalty 167577.328758 = -137946652.692100
  nChanged 540
Iteration 475Q (124982.880000 sec): 74 clusters
  Score: Raw -138114250.770541 + Penalty 167577.328758 = -137946673.441783
  nChanged 496
Iteration 476Q (125070.140000 sec): 74 clusters
  Score: Raw -138114268.549224 + Penalty 167577.328758 = -137946691.220466
  nChanged 441
Iteration 477Q (125155.440000 sec): 74 clusters
  Score: Raw -138114283.855054 + Penalty 167577.328758 = -137946706.526296
  nChanged 433
Iteration 478Q (125236.760000 sec): 74 clusters
  Score: Raw -138114299.308980 + Penalty 167577.328758 = -137946721.980222
  nChanged 369
Iteration 479Q (125326.830000 sec): 74 clusters
  Score: Raw -138114311.207553 + Penalty 167577.328758 = -137946733.878795
  nChanged 386
Iteration 480F (125490.150000 sec): 74 clusters
  Score: Raw -138114351.153354 + Penalty 167577.328758 = -137946773.824595
  nChanged 427
Iteration 481Q (125579.460000 sec): 74 clusters
  Score: Raw -138114385.164646 + Penalty 167577.328758 = -137946807.835888
  nChanged 422
Iteration 482Q (125669.320000 sec): 74 clusters
  Score: Raw -138114409.264613 + Penalty 167577.328758 = -137946831.935855
  nChanged 392
Iteration 483Q (125748.780000 sec): 74 clusters
  Score: Raw -138114429.878299 + Penalty 167577.328758 = -137946852.549541
  nChanged 400
Iteration 484Q (125836.190000 sec): 74 clusters
  Score: Raw -138114449.409334 + Penalty 167577.328758 = -137946872.080575
  nChanged 389
Iteration 485Q (125926.260000 sec): 74 clusters
  Score: Raw -138114466.037467 + Penalty 167577.328758 = -137946888.708708
  nChanged 362
Iteration 486Q (126040.660000 sec): 74 clusters
  Score: Raw -138114480.249589 + Penalty 167577.328758 = -137946902.920830
  nChanged 335
Iteration 487Q (126120.810000 sec): 74 clusters
  Score: Raw -138114492.824243 + Penalty 167577.328758 = -137946915.495484
  nChanged 328
Iteration 488Q (126208.070000 sec): 74 clusters
  Score: Raw -138114504.744382 + Penalty 167577.328758 = -137946927.415624
  nChanged 305
Iteration 489Q (126299.170000 sec): 74 clusters
  Score: Raw -138114515.784568 + Penalty 167577.328758 = -137946938.455809
  nChanged 275
Iteration 490Q (126398.470000 sec): 74 clusters
  Score: Raw -138114524.380116 + Penalty 167577.328758 = -137946947.051358
  nChanged 251
Iteration 491Q (126503.780000 sec): 74 clusters
  Score: Raw -138114533.135660 + Penalty 167577.328758 = -137946955.806902
  nChanged 239
Iteration 492Q (126609.190000 sec): 74 clusters
  Score: Raw -138114542.612740 + Penalty 167577.328758 = -137946965.283981
  nChanged 252
Iteration 493Q (126710.910000 sec): 74 clusters
  Score: Raw -138114551.493891 + Penalty 167577.328758 = -137946974.165133
  nChanged 247
Iteration 494Q (126822.160000 sec): 74 clusters
  Score: Raw -138114561.548607 + Penalty 167577.328758 = -137946984.219849
  nChanged 240
Iteration 495Q (126922.960000 sec): 74 clusters
  Score: Raw -138114571.044177 + Penalty 167577.328758 = -137946993.715419
  nChanged 238
Iteration 496Q (127024.270000 sec): 74 clusters
  Score: Raw -138114579.923242 + Penalty 167577.328758 = -137947002.594484
  nChanged 232
Iteration 497Q (127115.040000 sec): 74 clusters
  Score: Raw -138114587.411808 + Penalty 167577.328758 = -137947010.083049
  nChanged 197
Iteration 498Q (127218.550000 sec): 74 clusters
  Score: Raw -138114593.139027 + Penalty 167577.328758 = -137947015.810268
  nChanged 177
Writing temp clu file 
Because OldScore, -137947010.083049, is greater than current (better) Score,-137947015.810268 
 Compute initial score before splitting:   Score: Raw -138114593.139027 + Penalty 167577.328758 = -137947015.810268
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127219.110000 sec): 2 clusters
  Score: Raw -113146.599180 + Penalty 1147.466835 = -111999.132345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127219.290000 sec): 3 clusters
  Score: Raw -112808.107812 + Penalty 2294.933669 = -110513.174142
  nChanged 357
		SP:Iteration 1F (127219.490000 sec): 3 clusters
  Score: Raw -113117.366695 + Penalty 2294.933669 = -110822.433026
  nChanged 100
		SP:Iteration 2F (127219.670000 sec): 3 clusters
  Score: Raw -113236.583207 + Penalty 2294.933669 = -110941.649538
  nChanged 55
		SP:Iteration 3Q (127219.860000 sec): 3 clusters
  Score: Raw -113301.372827 + Penalty 2294.933669 = -111006.439157
  nChanged 41
		SP:Iteration 4Q (127220.010000 sec): 3 clusters
  Score: Raw -113342.194898 + Penalty 2294.933669 = -111047.261229
  nChanged 29
		SP:Iteration 5Q (127220.210000 sec): 3 clusters
  Score: Raw -113377.430119 + Penalty 2294.933669 = -111082.496450
  nChanged 23
		SP:Iteration 6Q (127220.370000 sec): 3 clusters
  Score: Raw -113406.680680 + Penalty 2294.933669 = -111111.747011
  nChanged 23
		SP:Iteration 7Q (127220.530000 sec): 3 clusters
  Score: Raw -113435.901745 + Penalty 2294.933669 = -111140.968076
  nChanged 25
		SP:Iteration 8Q (127220.720000 sec): 3 clusters
  Score: Raw -113470.563510 + Penalty 2294.933669 = -111175.629841
  nChanged 19
		SP:Iteration 9Q (127220.890000 sec): 3 clusters
  Score: Raw -113501.463221 + Penalty 2294.933669 = -111206.529552
  nChanged 24
		SP:Iteration 10Q (127221.100000 sec): 3 clusters
  Score: Raw -113540.666133 + Penalty 2294.933669 = -111245.732464
  nChanged 21
		SP:Iteration 11Q (127221.310000 sec): 3 clusters
  Score: Raw -113577.686270 + Penalty 2294.933669 = -111282.752601
  nChanged 25
		SP:Iteration 12Q (127221.470000 sec): 3 clusters
  Score: Raw -113613.625859 + Penalty 2294.933669 = -111318.692189
  nChanged 24
		SP:Iteration 13Q (127221.650000 sec): 3 clusters
  Score: Raw -113642.985495 + Penalty 2294.933669 = -111348.051826
  nChanged 16
		SP:Iteration 14Q (127221.830000 sec): 3 clusters
  Score: Raw -113658.661479 + Penalty 2294.933669 = -111363.727810
  nChanged 13
		SP:Iteration 15Q (127221.970000 sec): 3 clusters
  Score: Raw -113684.289546 + Penalty 2294.933669 = -111389.355877
  nChanged 19
		SP:Iteration 16Q (127222.100000 sec): 3 clusters
  Score: Raw -113714.786259 + Penalty 2294.933669 = -111419.852590
  nChanged 12
		SP:Iteration 17Q (127222.220000 sec): 3 clusters
  Score: Raw -113729.520282 + Penalty 2294.933669 = -111434.586613
  nChanged 13
		SP:Iteration 18Q (127222.360000 sec): 3 clusters
  Score: Raw -113745.579732 + Penalty 2294.933669 = -111450.646063
  nChanged 10
		SP:Iteration 19Q (127222.510000 sec): 3 clusters
  Score: Raw -113756.287887 + Penalty 2294.933669 = -111461.354217
  nChanged 9
		SP:Iteration 20F (127222.720000 sec): 3 clusters
  Score: Raw -113768.155209 + Penalty 2294.933669 = -111473.221540
  nChanged 9
		SP:Iteration 21Q (127222.900000 sec): 3 clusters
  Score: Raw -113782.189672 + Penalty 2294.933669 = -111487.256003
  nChanged 7
		SP:Iteration 22Q (127223.060000 sec): 3 clusters
  Score: Raw -113788.628423 + Penalty 2294.933669 = -111493.694754
  nChanged 7
		SP:Iteration 23Q (127223.210000 sec): 3 clusters
  Score: Raw -113795.083512 + Penalty 2294.933669 = -111500.149843
  nChanged 8
		SP:Iteration 24Q (127223.320000 sec): 3 clusters
  Score: Raw -113801.544083 + Penalty 2294.933669 = -111506.610413
  nChanged 8
		SP:Iteration 25Q (127223.450000 sec): 3 clusters
  Score: Raw -113808.672560 + Penalty 2294.933669 = -111513.738891
  nChanged 3
		SP:Iteration 26Q (127223.570000 sec): 3 clusters
  Score: Raw -113813.292457 + Penalty 2294.933669 = -111518.358788
  nChanged 10
		SP:Iteration 27Q (127223.700000 sec): 3 clusters
  Score: Raw -113828.888955 + Penalty 2294.933669 = -111533.955286
  nChanged 9
		SP:Iteration 28Q (127223.820000 sec): 3 clusters
  Score: Raw -113843.883733 + Penalty 2294.933669 = -111548.950063
  nChanged 6
		SP:Iteration 29Q (127223.940000 sec): 3 clusters
  Score: Raw -113851.998991 + Penalty 2294.933669 = -111557.065321
  nChanged 3
		SP:Iteration 30Q (127224.070000 sec): 3 clusters
  Score: Raw -113854.587659 + Penalty 2294.933669 = -111559.653989
  nChanged 5
		SP:Iteration 31Q (127224.200000 sec): 3 clusters
  Score: Raw -113862.314162 + Penalty 2294.933669 = -111567.380493
  nChanged 4
		SP:Iteration 32Q (127224.320000 sec): 3 clusters
  Score: Raw -113867.633742 + Penalty 2294.933669 = -111572.700072
  nChanged 5
		SP:Iteration 33Q (127224.450000 sec): 3 clusters
  Score: Raw -113874.323988 + Penalty 2294.933669 = -111579.390319
  nChanged 5
		SP:Iteration 34Q (127224.630000 sec): 3 clusters
  Score: Raw -113883.487727 + Penalty 2294.933669 = -111588.554057
  nChanged 6
		SP:Iteration 35Q (127224.790000 sec): 3 clusters
  Score: Raw -113889.564624 + Penalty 2294.933669 = -111594.630955
  nChanged 4
		SP:Iteration 36Q (127224.970000 sec): 3 clusters
  Score: Raw -113892.659017 + Penalty 2294.933669 = -111597.725348
  nChanged 5
		SP:Iteration 37Q (127225.060000 sec): 3 clusters
  Score: Raw -113896.641606 + Penalty 2294.933669 = -111601.707937
  nChanged 3
		SP:Iteration 38Q (127225.180000 sec): 3 clusters
  Score: Raw -113899.303404 + Penalty 2294.933669 = -111604.369735
  nChanged 2
		SP:Iteration 39Q (127225.310000 sec): 3 clusters
  Score: Raw -113901.913692 + Penalty 2294.933669 = -111606.980022
  nChanged 4
		SP:Iteration 40F (127225.480000 sec): 3 clusters
  Score: Raw -113904.029039 + Penalty 2294.933669 = -111609.095370
  nChanged 3
		SP:Iteration 41Q (127225.680000 sec): 3 clusters
  Score: Raw -113908.700028 + Penalty 2294.933669 = -111613.766359
  nChanged 6
		SP:Iteration 42Q (127225.830000 sec): 3 clusters
  Score: Raw -113918.213311 + Penalty 2294.933669 = -111623.279641
  nChanged 6
		SP:Iteration 43Q (127225.980000 sec): 3 clusters
  Score: Raw -113923.576045 + Penalty 2294.933669 = -111628.642376
  nChanged 3
		SP:Iteration 44Q (127226.150000 sec): 3 clusters
  Score: Raw -113926.844377 + Penalty 2294.933669 = -111631.910708
  nChanged 1
		SP:Iteration 45Q (127226.310000 sec): 3 clusters
  Score: Raw -113927.520519 + Penalty 2294.933669 = -111632.586850
  nChanged 0
		SP:Iteration 46F (127226.490000 sec): 3 clusters
  Score: Raw -113927.520519 + Penalty 2294.933669 = -111632.586850
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127226.580000 sec): 2 clusters
  Score: Raw -196789.902024 + Penalty 1235.065379 = -195554.836644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127226.780000 sec): 3 clusters
  Score: Raw -195968.756729 + Penalty 2470.130759 = -193498.625970
  nChanged 692
		SP:Iteration 1F (127226.950000 sec): 3 clusters
  Score: Raw -196455.565907 + Penalty 2470.130759 = -193985.435148
  nChanged 165
		SP:Iteration 2F (127227.140000 sec): 3 clusters
  Score: Raw -196589.963420 + Penalty 2470.130759 = -194119.832661
  nChanged 107
		SP:Iteration 3F (127227.320000 sec): 3 clusters
  Score: Raw -196687.206691 + Penalty 2470.130759 = -194217.075933
  nChanged 85
		SP:Iteration 4Q (127227.520000 sec): 3 clusters
  Score: Raw -196747.933021 + Penalty 2470.130759 = -194277.802263
  nChanged 52
		SP:Iteration 5Q (127227.710000 sec): 3 clusters
  Score: Raw -196782.650657 + Penalty 2470.130759 = -194312.519898
  nChanged 40
		SP:Iteration 6Q (127227.900000 sec): 3 clusters
  Score: Raw -196810.016387 + Penalty 2470.130759 = -194339.885628
  nChanged 37
		SP:Iteration 7Q (127228.140000 sec): 3 clusters
  Score: Raw -196831.169544 + Penalty 2470.130759 = -194361.038785
  nChanged 36
		SP:Iteration 8Q (127228.290000 sec): 3 clusters
  Score: Raw -196848.538211 + Penalty 2470.130759 = -194378.407452
  nChanged 19
		SP:Iteration 9Q (127228.500000 sec): 3 clusters
  Score: Raw -196857.281167 + Penalty 2470.130759 = -194387.150408
  nChanged 16
		SP:Iteration 10Q (127228.660000 sec): 3 clusters
  Score: Raw -196865.146486 + Penalty 2470.130759 = -194395.015728
  nChanged 24
		SP:Iteration 11Q (127228.850000 sec): 3 clusters
  Score: Raw -196883.889008 + Penalty 2470.130759 = -194413.758249
  nChanged 31
		SP:Iteration 12Q (127229.040000 sec): 3 clusters
  Score: Raw -196897.163399 + Penalty 2470.130759 = -194427.032641
  nChanged 27
		SP:Iteration 13Q (127229.260000 sec): 3 clusters
  Score: Raw -196907.028118 + Penalty 2470.130759 = -194436.897359
  nChanged 27
		SP:Iteration 14Q (127229.450000 sec): 3 clusters
  Score: Raw -196916.515002 + Penalty 2470.130759 = -194446.384243
  nChanged 23
		SP:Iteration 15Q (127229.620000 sec): 3 clusters
  Score: Raw -196927.307522 + Penalty 2470.130759 = -194457.176764
  nChanged 31
		SP:Iteration 16Q (127229.770000 sec): 3 clusters
  Score: Raw -196947.402418 + Penalty 2470.130759 = -194477.271660
  nChanged 34
		SP:Iteration 17Q (127229.950000 sec): 3 clusters
  Score: Raw -196963.802778 + Penalty 2470.130759 = -194493.672019
  nChanged 35
		SP:Iteration 18Q (127230.080000 sec): 3 clusters
  Score: Raw -196987.669355 + Penalty 2470.130759 = -194517.538596
  nChanged 36
		SP:Iteration 19Q (127230.280000 sec): 3 clusters
  Score: Raw -197016.060849 + Penalty 2470.130759 = -194545.930090
  nChanged 43
		SP:Iteration 20F (127230.490000 sec): 3 clusters
  Score: Raw -197044.319798 + Penalty 2470.130759 = -194574.189040
  nChanged 36
		SP:Iteration 21Q (127230.670000 sec): 3 clusters
  Score: Raw -197064.051124 + Penalty 2470.130759 = -194593.920366
  nChanged 32
		SP:Iteration 22Q (127230.850000 sec): 3 clusters
  Score: Raw -197083.317174 + Penalty 2470.130759 = -194613.186415
  nChanged 29
		SP:Iteration 23Q (127231.010000 sec): 3 clusters
  Score: Raw -197100.114862 + Penalty 2470.130759 = -194629.984103
  nChanged 24
		SP:Iteration 24Q (127231.240000 sec): 3 clusters
  Score: Raw -197113.840553 + Penalty 2470.130759 = -194643.709794
  nChanged 17
		SP:Iteration 25Q (127231.450000 sec): 3 clusters
  Score: Raw -197121.228728 + Penalty 2470.130759 = -194651.097970
  nChanged 18
		SP:Iteration 26Q (127231.600000 sec): 3 clusters
  Score: Raw -197132.893482 + Penalty 2470.130759 = -194662.762724
  nChanged 15
		SP:Iteration 27Q (127231.820000 sec): 3 clusters
  Score: Raw -197140.818833 + Penalty 2470.130759 = -194670.688074
  nChanged 10
		SP:Iteration 28Q (127232.000000 sec): 3 clusters
  Score: Raw -197146.257151 + Penalty 2470.130759 = -194676.126392
  nChanged 10
		SP:Iteration 29Q (127232.200000 sec): 3 clusters
  Score: Raw -197151.086386 + Penalty 2470.130759 = -194680.955628
  nChanged 10
		SP:Iteration 30Q (127232.360000 sec): 3 clusters
  Score: Raw -197155.241712 + Penalty 2470.130759 = -194685.110953
  nChanged 4
		SP:Iteration 31Q (127232.550000 sec): 3 clusters
  Score: Raw -197157.041408 + Penalty 2470.130759 = -194686.910649
  nChanged 8
		SP:Iteration 32Q (127232.760000 sec): 3 clusters
  Score: Raw -197161.214912 + Penalty 2470.130759 = -194691.084153
  nChanged 7
		SP:Iteration 33Q (127232.930000 sec): 3 clusters
  Score: Raw -197164.033389 + Penalty 2470.130759 = -194693.902631
  nChanged 5
		SP:Iteration 34Q (127233.110000 sec): 3 clusters
  Score: Raw -197167.020056 + Penalty 2470.130759 = -194696.889297
  nChanged 11
		SP:Iteration 35Q (127233.270000 sec): 3 clusters
  Score: Raw -197171.993073 + Penalty 2470.130759 = -194701.862315
  nChanged 7
		SP:Iteration 36Q (127233.490000 sec): 3 clusters
  Score: Raw -197176.734035 + Penalty 2470.130759 = -194706.603276
  nChanged 10
		SP:Iteration 37Q (127233.680000 sec): 3 clusters
  Score: Raw -197183.115294 + Penalty 2470.130759 = -194712.984535
  nChanged 8
		SP:Iteration 38Q (127233.820000 sec): 3 clusters
  Score: Raw -197191.431421 + Penalty 2470.130759 = -194721.300662
  nChanged 11
		SP:Iteration 39Q (127234.020000 sec): 3 clusters
  Score: Raw -197197.420728 + Penalty 2470.130759 = -194727.289969
  nChanged 7
		SP:Iteration 40F (127234.230000 sec): 3 clusters
  Score: Raw -197201.902384 + Penalty 2470.130759 = -194731.771626
  nChanged 4
		SP:Iteration 41Q (127234.430000 sec): 3 clusters
  Score: Raw -197204.168309 + Penalty 2470.130759 = -194734.037551
  nChanged 7
		SP:Iteration 42Q (127234.570000 sec): 3 clusters
  Score: Raw -197208.931455 + Penalty 2470.130759 = -194738.800696
  nChanged 4
		SP:Iteration 43Q (127234.770000 sec): 3 clusters
  Score: Raw -197211.575055 + Penalty 2470.130759 = -194741.444297
  nChanged 4
		SP:Iteration 44Q (127234.960000 sec): 3 clusters
  Score: Raw -197212.835344 + Penalty 2470.130759 = -194742.704585
  nChanged 2
		SP:Iteration 45Q (127235.120000 sec): 3 clusters
  Score: Raw -197214.750209 + Penalty 2470.130759 = -194744.619451
  nChanged 5
		SP:Iteration 46Q (127235.310000 sec): 3 clusters
  Score: Raw -197218.522241 + Penalty 2470.130759 = -194748.391482
  nChanged 7
		SP:Iteration 47Q (127235.460000 sec): 3 clusters
  Score: Raw -197220.537096 + Penalty 2470.130759 = -194750.406337
  nChanged 2
		SP:Iteration 48Q (127235.650000 sec): 3 clusters
  Score: Raw -197221.560241 + Penalty 2470.130759 = -194751.429483
  nChanged 3
		SP:Iteration 49Q (127235.810000 sec): 3 clusters
  Score: Raw -197223.556860 + Penalty 2470.130759 = -194753.426101
  nChanged 2
		SP:Iteration 50Q (127235.960000 sec): 3 clusters
  Score: Raw -197224.308698 + Penalty 2470.130759 = -194754.177939
  nChanged 2
		SP:Iteration 51Q (127236.160000 sec): 3 clusters
  Score: Raw -197225.056223 + Penalty 2470.130759 = -194754.925464
  nChanged 0
		SP:Iteration 52F (127236.410000 sec): 3 clusters
  Score: Raw -197225.056223 + Penalty 2470.130759 = -194754.925464
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127236.500000 sec): 2 clusters
  Score: Raw -387060.170379 + Penalty 1350.562289 = -385709.608089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127236.700000 sec): 3 clusters
  Score: Raw -385081.507018 + Penalty 2701.124578 = -382380.382440
  nChanged 1605
		SP:Iteration 1F (127236.890000 sec): 3 clusters
  Score: Raw -386138.577753 + Penalty 2701.124578 = -383437.453175
  nChanged 403
		SP:Iteration 2F (127237.110000 sec): 3 clusters
  Score: Raw -386540.991295 + Penalty 2701.124578 = -383839.866717
  nChanged 319
		SP:Iteration 3F (127237.240000 sec): 3 clusters
  Score: Raw -386829.101975 + Penalty 2701.124578 = -384127.977396
  nChanged 264
		SP:Iteration 4F (127237.470000 sec): 3 clusters
  Score: Raw -387102.882349 + Penalty 2701.124578 = -384401.757771
  nChanged 229
		SP:Iteration 5F (127237.650000 sec): 3 clusters
  Score: Raw -387341.338514 + Penalty 2701.124578 = -384640.213936
  nChanged 186
		SP:Iteration 6Q (127237.850000 sec): 3 clusters
  Score: Raw -387507.637632 + Penalty 2701.124578 = -384806.513054
  nChanged 139
		SP:Iteration 7Q (127237.970000 sec): 3 clusters
  Score: Raw -387610.758681 + Penalty 2701.124578 = -384909.634103
  nChanged 119
		SP:Iteration 8Q (127238.170000 sec): 3 clusters
  Score: Raw -387686.904084 + Penalty 2701.124578 = -384985.779506
  nChanged 78
		SP:Iteration 9Q (127238.390000 sec): 3 clusters
  Score: Raw -387728.513289 + Penalty 2701.124578 = -385027.388711
  nChanged 43
		SP:Iteration 10Q (127238.590000 sec): 3 clusters
  Score: Raw -387746.339236 + Penalty 2701.124578 = -385045.214657
  nChanged 37
		SP:Iteration 11Q (127238.830000 sec): 3 clusters
  Score: Raw -387766.497335 + Penalty 2701.124578 = -385065.372757
  nChanged 39
		SP:Iteration 12Q (127239.040000 sec): 3 clusters
  Score: Raw -387791.082222 + Penalty 2701.124578 = -385089.957644
  nChanged 43
		SP:Iteration 13Q (127239.190000 sec): 3 clusters
  Score: Raw -387817.026539 + Penalty 2701.124578 = -385115.901961
  nChanged 48
		SP:Iteration 14Q (127239.360000 sec): 3 clusters
  Score: Raw -387845.670200 + Penalty 2701.124578 = -385144.545622
  nChanged 47
		SP:Iteration 15Q (127239.590000 sec): 3 clusters
  Score: Raw -387874.439634 + Penalty 2701.124578 = -385173.315056
  nChanged 46
		SP:Iteration 16Q (127239.790000 sec): 3 clusters
  Score: Raw -387898.040264 + Penalty 2701.124578 = -385196.915686
  nChanged 30
		SP:Iteration 17Q (127239.980000 sec): 3 clusters
  Score: Raw -387911.939324 + Penalty 2701.124578 = -385210.814746
  nChanged 22
		SP:Iteration 18Q (127240.230000 sec): 3 clusters
  Score: Raw -387920.727650 + Penalty 2701.124578 = -385219.603072
  nChanged 19
		SP:Iteration 19Q (127240.430000 sec): 3 clusters
  Score: Raw -387930.124738 + Penalty 2701.124578 = -385229.000160
  nChanged 12
		SP:Iteration 20F (127240.630000 sec): 3 clusters
  Score: Raw -387934.739099 + Penalty 2701.124578 = -385233.614520
  nChanged 10
		SP:Iteration 21Q (127240.820000 sec): 3 clusters
  Score: Raw -387940.851947 + Penalty 2701.124578 = -385239.727368
  nChanged 10
		SP:Iteration 22Q (127241.010000 sec): 3 clusters
  Score: Raw -387944.734161 + Penalty 2701.124578 = -385243.609583
  nChanged 15
		SP:Iteration 23Q (127241.170000 sec): 3 clusters
  Score: Raw -387952.149958 + Penalty 2701.124578 = -385251.025380
  nChanged 6
		SP:Iteration 24Q (127241.340000 sec): 3 clusters
  Score: Raw -387954.123007 + Penalty 2701.124578 = -385252.998429
  nChanged 4
		SP:Iteration 25Q (127241.490000 sec): 3 clusters
  Score: Raw -387955.127940 + Penalty 2701.124578 = -385254.003362
  nChanged 1
		SP:Iteration 26Q (127241.610000 sec): 3 clusters
  Score: Raw -387955.199963 + Penalty 2701.124578 = -385254.075385
  nChanged 1
		SP:Iteration 27Q (127241.750000 sec): 3 clusters
  Score: Raw -387955.348951 + Penalty 2701.124578 = -385254.224373
  nChanged 0
		SP:Iteration 28F (127241.880000 sec): 3 clusters
  Score: Raw -387955.348951 + Penalty 2701.124578 = -385254.224373
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127242.000000 sec): 2 clusters
  Score: Raw -881405.397503 + Penalty 1476.331549 = -879929.065954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127242.180000 sec): 3 clusters
  Score: Raw -876499.178097 + Penalty 2952.663099 = -873546.514998
  nChanged 3753
		SP:Iteration 1F (127242.370000 sec): 3 clusters
  Score: Raw -878515.583611 + Penalty 2952.663099 = -875562.920512
  nChanged 660
		SP:Iteration 2F (127242.540000 sec): 3 clusters
  Score: Raw -878870.874866 + Penalty 2952.663099 = -875918.211767
  nChanged 550
		SP:Iteration 3F (127242.750000 sec): 3 clusters
  Score: Raw -879191.700581 + Penalty 2952.663099 = -876239.037482
  nChanged 513
		SP:Iteration 4F (127242.890000 sec): 3 clusters
  Score: Raw -879541.197113 + Penalty 2952.663099 = -876588.534014
  nChanged 490
		SP:Iteration 5F (127243.130000 sec): 3 clusters
  Score: Raw -879849.810287 + Penalty 2952.663099 = -876897.147188
  nChanged 431
		SP:Iteration 6Q (127243.350000 sec): 3 clusters
  Score: Raw -880121.005962 + Penalty 2952.663099 = -877168.342864
  nChanged 346
		SP:Iteration 7Q (127243.540000 sec): 3 clusters
  Score: Raw -880318.455120 + Penalty 2952.663099 = -877365.792021
  nChanged 308
		SP:Iteration 8Q (127243.760000 sec): 3 clusters
  Score: Raw -880529.017835 + Penalty 2952.663099 = -877576.354736
  nChanged 280
		SP:Iteration 9Q (127243.970000 sec): 3 clusters
  Score: Raw -880716.293344 + Penalty 2952.663099 = -877763.630246
  nChanged 253
		SP:Iteration 10Q (127244.180000 sec): 3 clusters
  Score: Raw -880879.682793 + Penalty 2952.663099 = -877927.019695
  nChanged 205
		SP:Iteration 11Q (127244.350000 sec): 3 clusters
  Score: Raw -881006.306365 + Penalty 2952.663099 = -878053.643266
  nChanged 173
		SP:Iteration 12Q (127244.480000 sec): 3 clusters
  Score: Raw -881126.403765 + Penalty 2952.663099 = -878173.740666
  nChanged 161
		SP:Iteration 13Q (127244.700000 sec): 3 clusters
  Score: Raw -881241.264490 + Penalty 2952.663099 = -878288.601391
  nChanged 150
		SP:Iteration 14Q (127244.890000 sec): 3 clusters
  Score: Raw -881348.990622 + Penalty 2952.663099 = -878396.327523
  nChanged 135
		SP:Iteration 15Q (127245.090000 sec): 3 clusters
  Score: Raw -881448.827353 + Penalty 2952.663099 = -878496.164254
  nChanged 126
		SP:Iteration 16Q (127245.350000 sec): 3 clusters
  Score: Raw -881549.321429 + Penalty 2952.663099 = -878596.658330
  nChanged 113
		SP:Iteration 17Q (127245.580000 sec): 3 clusters
  Score: Raw -881643.009145 + Penalty 2952.663099 = -878690.346046
  nChanged 110
		SP:Iteration 18Q (127245.760000 sec): 3 clusters
  Score: Raw -881750.619685 + Penalty 2952.663099 = -878797.956586
  nChanged 112
		SP:Iteration 19Q (127245.970000 sec): 3 clusters
  Score: Raw -881844.761799 + Penalty 2952.663099 = -878892.098700
  nChanged 89
		SP:Iteration 20F (127246.210000 sec): 3 clusters
  Score: Raw -881907.942906 + Penalty 2952.663099 = -878955.279807
  nChanged 64
		SP:Iteration 21Q (127246.410000 sec): 3 clusters
  Score: Raw -881945.062865 + Penalty 2952.663099 = -878992.399766
  nChanged 53
		SP:Iteration 22Q (127246.660000 sec): 3 clusters
  Score: Raw -881974.552708 + Penalty 2952.663099 = -879021.889609
  nChanged 50
		SP:Iteration 23Q (127246.830000 sec): 3 clusters
  Score: Raw -882003.471289 + Penalty 2952.663099 = -879050.808190
  nChanged 42
		SP:Iteration 24Q (127247.070000 sec): 3 clusters
  Score: Raw -882028.011766 + Penalty 2952.663099 = -879075.348667
  nChanged 29
		SP:Iteration 25Q (127247.310000 sec): 3 clusters
  Score: Raw -882039.629535 + Penalty 2952.663099 = -879086.966436
  nChanged 26
		SP:Iteration 26Q (127247.530000 sec): 3 clusters
  Score: Raw -882050.789216 + Penalty 2952.663099 = -879098.126117
  nChanged 21
		SP:Iteration 27Q (127247.760000 sec): 3 clusters
  Score: Raw -882060.846038 + Penalty 2952.663099 = -879108.182939
  nChanged 23
		SP:Iteration 28Q (127247.950000 sec): 3 clusters
  Score: Raw -882069.279687 + Penalty 2952.663099 = -879116.616588
  nChanged 12
		SP:Iteration 29Q (127248.140000 sec): 3 clusters
  Score: Raw -882073.832303 + Penalty 2952.663099 = -879121.169204
  nChanged 9
		SP:Iteration 30Q (127248.380000 sec): 3 clusters
  Score: Raw -882076.169181 + Penalty 2952.663099 = -879123.506082
  nChanged 11
		SP:Iteration 31Q (127248.630000 sec): 3 clusters
  Score: Raw -882079.914342 + Penalty 2952.663099 = -879127.251244
  nChanged 5
		SP:Iteration 32Q (127248.790000 sec): 3 clusters
  Score: Raw -882082.064426 + Penalty 2952.663099 = -879129.401327
  nChanged 6
		SP:Iteration 33Q (127249.040000 sec): 3 clusters
  Score: Raw -882083.622984 + Penalty 2952.663099 = -879130.959885
  nChanged 5
		SP:Iteration 34Q (127249.240000 sec): 3 clusters
  Score: Raw -882084.818477 + Penalty 2952.663099 = -879132.155378
  nChanged 7
		SP:Iteration 35Q (127249.480000 sec): 3 clusters
  Score: Raw -882087.226357 + Penalty 2952.663099 = -879134.563258
  nChanged 5
		SP:Iteration 36Q (127249.650000 sec): 3 clusters
  Score: Raw -882088.873543 + Penalty 2952.663099 = -879136.210444
  nChanged 6
		SP:Iteration 37Q (127249.900000 sec): 3 clusters
  Score: Raw -882090.881826 + Penalty 2952.663099 = -879138.218728
  nChanged 6
		SP:Iteration 38Q (127250.100000 sec): 3 clusters
  Score: Raw -882092.435431 + Penalty 2952.663099 = -879139.772332
  nChanged 7
		SP:Iteration 39Q (127250.340000 sec): 3 clusters
  Score: Raw -882094.693711 + Penalty 2952.663099 = -879142.030612
  nChanged 3
		SP:Iteration 40F (127250.540000 sec): 3 clusters
  Score: Raw -882095.267454 + Penalty 2952.663099 = -879142.604355
  nChanged 3
		SP:Iteration 41Q (127250.790000 sec): 3 clusters
  Score: Raw -882096.176841 + Penalty 2952.663099 = -879143.513743
  nChanged 4
		SP:Iteration 42Q (127251.010000 sec): 3 clusters
  Score: Raw -882097.165920 + Penalty 2952.663099 = -879144.502821
  nChanged 4
		SP:Iteration 43Q (127251.210000 sec): 3 clusters
  Score: Raw -882098.929822 + Penalty 2952.663099 = -879146.266723
  nChanged 3
		SP:Iteration 44Q (127251.430000 sec): 3 clusters
  Score: Raw -882100.338981 + Penalty 2952.663099 = -879147.675882
  nChanged 3
		SP:Iteration 45Q (127251.670000 sec): 3 clusters
  Score: Raw -882101.077505 + Penalty 2952.663099 = -879148.414406
  nChanged 1
		SP:Iteration 46Q (127251.870000 sec): 3 clusters
  Score: Raw -882101.383716 + Penalty 2952.663099 = -879148.720617
  nChanged 0
		SP:Iteration 47F (127252.130000 sec): 3 clusters
  Score: Raw -882101.383716 + Penalty 2952.663099 = -879148.720617
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127252.220000 sec): 2 clusters
  Score: Raw -514071.829468 + Penalty 1385.306476 = -512686.522992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127252.450000 sec): 3 clusters
  Score: Raw -511458.521954 + Penalty 2770.612952 = -508687.909002
  nChanged 2040
		SP:Iteration 1F (127252.600000 sec): 3 clusters
  Score: Raw -512509.955845 + Penalty 2770.612952 = -509739.342894
  nChanged 338
		SP:Iteration 2F (127252.780000 sec): 3 clusters
  Score: Raw -512664.180809 + Penalty 2770.612952 = -509893.567857
  nChanged 220
		SP:Iteration 3Q (127252.960000 sec): 3 clusters
  Score: Raw -512769.826244 + Penalty 2770.612952 = -509999.213293
  nChanged 197
		SP:Iteration 4Q (127253.180000 sec): 3 clusters
  Score: Raw -512869.991218 + Penalty 2770.612952 = -510099.378266
  nChanged 181
		SP:Iteration 5Q (127253.320000 sec): 3 clusters
  Score: Raw -512959.755775 + Penalty 2770.612952 = -510189.142824
  nChanged 163
		SP:Iteration 6Q (127253.500000 sec): 3 clusters
  Score: Raw -513044.590112 + Penalty 2770.612952 = -510273.977160
  nChanged 137
		SP:Iteration 7Q (127253.640000 sec): 3 clusters
  Score: Raw -513122.644515 + Penalty 2770.612952 = -510352.031563
  nChanged 149
		SP:Iteration 8Q (127253.830000 sec): 3 clusters
  Score: Raw -513209.289538 + Penalty 2770.612952 = -510438.676586
  nChanged 142
		SP:Iteration 9Q (127254.060000 sec): 3 clusters
  Score: Raw -513300.200161 + Penalty 2770.612952 = -510529.587209
  nChanged 156
		SP:Iteration 10Q (127254.260000 sec): 3 clusters
  Score: Raw -513398.500972 + Penalty 2770.612952 = -510627.888020
  nChanged 146
		SP:Iteration 11Q (127254.470000 sec): 3 clusters
  Score: Raw -513489.903801 + Penalty 2770.612952 = -510719.290850
  nChanged 136
		SP:Iteration 12Q (127254.640000 sec): 3 clusters
  Score: Raw -513565.653156 + Penalty 2770.612952 = -510795.040204
  nChanged 118
		SP:Iteration 13Q (127254.850000 sec): 3 clusters
  Score: Raw -513631.180008 + Penalty 2770.612952 = -510860.567056
  nChanged 106
		SP:Iteration 14Q (127255.090000 sec): 3 clusters
  Score: Raw -513690.566122 + Penalty 2770.612952 = -510919.953170
  nChanged 107
		SP:Iteration 15Q (127255.300000 sec): 3 clusters
  Score: Raw -513758.147137 + Penalty 2770.612952 = -510987.534186
  nChanged 103
		SP:Iteration 16Q (127255.510000 sec): 3 clusters
  Score: Raw -513823.237572 + Penalty 2770.612952 = -511052.624620
  nChanged 90
		SP:Iteration 17Q (127255.670000 sec): 3 clusters
  Score: Raw -513876.013072 + Penalty 2770.612952 = -511105.400120
  nChanged 84
		SP:Iteration 18Q (127255.890000 sec): 3 clusters
  Score: Raw -513922.912316 + Penalty 2770.612952 = -511152.299364
  nChanged 76
		SP:Iteration 19Q (127256.070000 sec): 3 clusters
  Score: Raw -513962.974338 + Penalty 2770.612952 = -511192.361386
  nChanged 73
		SP:Iteration 20F (127256.270000 sec): 3 clusters
  Score: Raw -514006.789057 + Penalty 2770.612952 = -511236.176105
  nChanged 60
		SP:Iteration 21Q (127256.440000 sec): 3 clusters
  Score: Raw -514044.132254 + Penalty 2770.612952 = -511273.519302
  nChanged 42
		SP:Iteration 22Q (127256.650000 sec): 3 clusters
  Score: Raw -514071.878673 + Penalty 2770.612952 = -511301.265721
  nChanged 36
		SP:Iteration 23Q (127256.830000 sec): 3 clusters
  Score: Raw -514095.391824 + Penalty 2770.612952 = -511324.778872
  nChanged 28
		SP:Iteration 24Q (127257.040000 sec): 3 clusters
  Score: Raw -514114.292700 + Penalty 2770.612952 = -511343.679748
  nChanged 26
		SP:Iteration 25Q (127257.190000 sec): 3 clusters
  Score: Raw -514132.340447 + Penalty 2770.612952 = -511361.727495
  nChanged 21
		SP:Iteration 26Q (127257.390000 sec): 3 clusters
  Score: Raw -514151.886593 + Penalty 2770.612952 = -511381.273641
  nChanged 25
		SP:Iteration 27Q (127257.590000 sec): 3 clusters
  Score: Raw -514170.068003 + Penalty 2770.612952 = -511399.455052
  nChanged 21
		SP:Iteration 28Q (127257.790000 sec): 3 clusters
  Score: Raw -514187.209808 + Penalty 2770.612952 = -511416.596856
  nChanged 23
		SP:Iteration 29Q (127257.970000 sec): 3 clusters
  Score: Raw -514204.491950 + Penalty 2770.612952 = -511433.878998
  nChanged 18
		SP:Iteration 30Q (127258.160000 sec): 3 clusters
  Score: Raw -514213.722113 + Penalty 2770.612952 = -511443.109162
  nChanged 9
		SP:Iteration 31Q (127258.360000 sec): 3 clusters
  Score: Raw -514219.603643 + Penalty 2770.612952 = -511448.990691
  nChanged 9
		SP:Iteration 32Q (127258.590000 sec): 3 clusters
  Score: Raw -514225.130961 + Penalty 2770.612952 = -511454.518009
  nChanged 9
		SP:Iteration 33Q (127258.780000 sec): 3 clusters
  Score: Raw -514234.321024 + Penalty 2770.612952 = -511463.708072
  nChanged 12
		SP:Iteration 34Q (127258.990000 sec): 3 clusters
  Score: Raw -514243.159805 + Penalty 2770.612952 = -511472.546853
  nChanged 8
		SP:Iteration 35Q (127259.200000 sec): 3 clusters
  Score: Raw -514249.174155 + Penalty 2770.612952 = -511478.561203
  nChanged 7
		SP:Iteration 36Q (127259.380000 sec): 3 clusters
  Score: Raw -514256.422950 + Penalty 2770.612952 = -511485.809999
  nChanged 5
		SP:Iteration 37Q (127259.550000 sec): 3 clusters
  Score: Raw -514261.149338 + Penalty 2770.612952 = -511490.536386
  nChanged 5
		SP:Iteration 38Q (127259.790000 sec): 3 clusters
  Score: Raw -514263.868003 + Penalty 2770.612952 = -511493.255051
  nChanged 3
		SP:Iteration 39Q (127259.980000 sec): 3 clusters
  Score: Raw -514265.629332 + Penalty 2770.612952 = -511495.016381
  nChanged 2
		SP:Iteration 40F (127260.170000 sec): 3 clusters
  Score: Raw -514267.626903 + Penalty 2770.612952 = -511497.013951
  nChanged 2
		SP:Iteration 41Q (127260.370000 sec): 3 clusters
  Score: Raw -514269.462674 + Penalty 2770.612952 = -511498.849722
  nChanged 0
		SP:Iteration 42F (127260.530000 sec): 3 clusters
  Score: Raw -514269.462674 + Penalty 2770.612952 = -511498.849722
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127260.620000 sec): 2 clusters
  Score: Raw -270800.546511 + Penalty 1284.094101 = -269516.452410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127260.810000 sec): 3 clusters
  Score: Raw -269587.788946 + Penalty 2568.188203 = -267019.600743
  nChanged 1030
		SP:Iteration 1F (127260.950000 sec): 3 clusters
  Score: Raw -270206.557349 + Penalty 2568.188203 = -267638.369146
  nChanged 195
		SP:Iteration 2F (127261.100000 sec): 3 clusters
  Score: Raw -270332.391760 + Penalty 2568.188203 = -267764.203557
  nChanged 136
		SP:Iteration 3F (127261.320000 sec): 3 clusters
  Score: Raw -270432.732049 + Penalty 2568.188203 = -267864.543847
  nChanged 133
		SP:Iteration 4Q (127261.480000 sec): 3 clusters
  Score: Raw -270542.008009 + Penalty 2568.188203 = -267973.819807
  nChanged 141
		SP:Iteration 5F (127261.660000 sec): 3 clusters
  Score: Raw -270671.410997 + Penalty 2568.188203 = -268103.222794
  nChanged 151
		SP:Iteration 6F (127261.810000 sec): 3 clusters
  Score: Raw -270821.311484 + Penalty 2568.188203 = -268253.123281
  nChanged 126
		SP:Iteration 7Q (127261.980000 sec): 3 clusters
  Score: Raw -270947.427209 + Penalty 2568.188203 = -268379.239007
  nChanged 103
		SP:Iteration 8Q (127262.170000 sec): 3 clusters
  Score: Raw -271079.262168 + Penalty 2568.188203 = -268511.073966
  nChanged 88
		SP:Iteration 9Q (127262.340000 sec): 3 clusters
  Score: Raw -271191.089732 + Penalty 2568.188203 = -268622.901530
  nChanged 79
		SP:Iteration 10Q (127262.460000 sec): 3 clusters
  Score: Raw -271292.633505 + Penalty 2568.188203 = -268724.445302
  nChanged 66
		SP:Iteration 11Q (127262.630000 sec): 3 clusters
  Score: Raw -271384.333948 + Penalty 2568.188203 = -268816.145746
  nChanged 70
		SP:Iteration 12Q (127262.790000 sec): 3 clusters
  Score: Raw -271483.912168 + Penalty 2568.188203 = -268915.723966
  nChanged 68
		SP:Iteration 13Q (127262.940000 sec): 3 clusters
  Score: Raw -271562.704629 + Penalty 2568.188203 = -268994.516426
  nChanged 48
		SP:Iteration 14Q (127263.120000 sec): 3 clusters
  Score: Raw -271610.340673 + Penalty 2568.188203 = -269042.152470
  nChanged 52
		SP:Iteration 15Q (127263.300000 sec): 3 clusters
  Score: Raw -271663.996747 + Penalty 2568.188203 = -269095.808545
  nChanged 33
		SP:Iteration 16Q (127263.490000 sec): 3 clusters
  Score: Raw -271688.915569 + Penalty 2568.188203 = -269120.727366
  nChanged 26
		SP:Iteration 17Q (127263.680000 sec): 3 clusters
  Score: Raw -271714.606357 + Penalty 2568.188203 = -269146.418154
  nChanged 25
		SP:Iteration 18Q (127263.850000 sec): 3 clusters
  Score: Raw -271749.970183 + Penalty 2568.188203 = -269181.781981
  nChanged 22
		SP:Iteration 19Q (127264.050000 sec): 3 clusters
  Score: Raw -271767.680643 + Penalty 2568.188203 = -269199.492440
  nChanged 17
		SP:Iteration 20F (127264.250000 sec): 3 clusters
  Score: Raw -271817.117950 + Penalty 2568.188203 = -269248.929748
  nChanged 24
		SP:Iteration 21Q (127264.430000 sec): 3 clusters
  Score: Raw -271846.384140 + Penalty 2568.188203 = -269278.195938
  nChanged 30
		SP:Iteration 22Q (127264.620000 sec): 3 clusters
  Score: Raw -271866.031411 + Penalty 2568.188203 = -269297.843208
  nChanged 19
		SP:Iteration 23Q (127264.810000 sec): 3 clusters
  Score: Raw -271881.418869 + Penalty 2568.188203 = -269313.230667
  nChanged 24
		SP:Iteration 24Q (127264.960000 sec): 3 clusters
  Score: Raw -271894.992365 + Penalty 2568.188203 = -269326.804162
  nChanged 15
		SP:Iteration 25Q (127265.170000 sec): 3 clusters
  Score: Raw -271902.393231 + Penalty 2568.188203 = -269334.205028
  nChanged 10
		SP:Iteration 26Q (127265.340000 sec): 3 clusters
  Score: Raw -271905.921434 + Penalty 2568.188203 = -269337.733231
  nChanged 10
		SP:Iteration 27Q (127265.550000 sec): 3 clusters
  Score: Raw -271908.838193 + Penalty 2568.188203 = -269340.649991
  nChanged 4
		SP:Iteration 28Q (127265.740000 sec): 3 clusters
  Score: Raw -271909.663529 + Penalty 2568.188203 = -269341.475326
  nChanged 3
		SP:Iteration 29Q (127265.920000 sec): 3 clusters
  Score: Raw -271910.378610 + Penalty 2568.188203 = -269342.190408
  nChanged 2
		SP:Iteration 30Q (127266.150000 sec): 3 clusters
  Score: Raw -271910.879314 + Penalty 2568.188203 = -269342.691111
  nChanged 3
		SP:Iteration 31Q (127266.350000 sec): 3 clusters
  Score: Raw -271911.454907 + Penalty 2568.188203 = -269343.266705
  nChanged 1
		SP:Iteration 32Q (127266.560000 sec): 3 clusters
  Score: Raw -271911.812680 + Penalty 2568.188203 = -269343.624477
  nChanged 1
		SP:Iteration 33Q (127266.720000 sec): 3 clusters
  Score: Raw -271912.049378 + Penalty 2568.188203 = -269343.861176
  nChanged 0
		SP:Iteration 34F (127266.890000 sec): 3 clusters
  Score: Raw -271912.049378 + Penalty 2568.188203 = -269343.861176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127268.630000 sec): 2 clusters
  Score: Raw -42883344.116302 + Penalty 2099.987472 = -42881244.128830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127270.520000 sec): 3 clusters
  Score: Raw -42608211.631060 + Penalty 4199.974944 = -42604011.656116
  nChanged 200643
		SP:Iteration 1F (127272.630000 sec): 3 clusters
  Score: Raw -42729861.739116 + Penalty 4199.974944 = -42725661.764172
  nChanged 11248
		SP:Iteration 2Q (127274.750000 sec): 3 clusters
  Score: Raw -42732379.333893 + Penalty 4199.974944 = -42728179.358950
  nChanged 12217
		SP:Iteration 3Q (127277.320000 sec): 3 clusters
  Score: Raw -42735440.488255 + Penalty 4199.974944 = -42731240.513311
  nChanged 13584
		SP:Iteration 4Q (127279.300000 sec): 3 clusters
  Score: Raw -42739318.693843 + Penalty 4199.974944 = -42735118.718899
  nChanged 14929
		SP:Iteration 5Q (127281.350000 sec): 3 clusters
  Score: Raw -42744250.043220 + Penalty 4199.974944 = -42740050.068276
  nChanged 16942
		SP:Iteration 6Q (127283.320000 sec): 3 clusters
  Score: Raw -42751127.975030 + Penalty 4199.974944 = -42746928.000086
  nChanged 19434
		SP:Iteration 7Q (127285.380000 sec): 3 clusters
  Score: Raw -42761073.048031 + Penalty 4199.974944 = -42756873.073087
  nChanged 21997
		SP:Iteration 8F (127287.350000 sec): 3 clusters
  Score: Raw -42775120.589869 + Penalty 4199.974944 = -42770920.614925
  nChanged 24066
		SP:Iteration 9F (127289.290000 sec): 3 clusters
  Score: Raw -42792086.785587 + Penalty 4199.974944 = -42787886.810643
  nChanged 23140
		SP:Iteration 10F (127291.540000 sec): 3 clusters
  Score: Raw -42806941.509559 + Penalty 4199.974944 = -42802741.534615
  nChanged 18794
		SP:Iteration 11Q (127293.510000 sec): 3 clusters
  Score: Raw -42815956.828018 + Penalty 4199.974944 = -42811756.853075
  nChanged 13389
		SP:Iteration 12Q (127295.760000 sec): 3 clusters
  Score: Raw -42820589.648856 + Penalty 4199.974944 = -42816389.673912
  nChanged 9906
		SP:Iteration 13Q (127297.810000 sec): 3 clusters
  Score: Raw -42823717.990064 + Penalty 4199.974944 = -42819518.015121
  nChanged 8714
		SP:Iteration 14Q (127299.830000 sec): 3 clusters
  Score: Raw -42826568.762282 + Penalty 4199.974944 = -42822368.787338
  nChanged 8703
		SP:Iteration 15Q (127301.810000 sec): 3 clusters
  Score: Raw -42829620.119175 + Penalty 4199.974944 = -42825420.144231
  nChanged 9127
		SP:Iteration 16Q (127303.780000 sec): 3 clusters
  Score: Raw -42833130.886241 + Penalty 4199.974944 = -42828930.911298
  nChanged 9555
		SP:Iteration 17Q (127305.760000 sec): 3 clusters
  Score: Raw -42837086.468666 + Penalty 4199.974944 = -42832886.493722
  nChanged 9405
		SP:Iteration 18Q (127307.510000 sec): 3 clusters
  Score: Raw -42841257.444088 + Penalty 4199.974944 = -42837057.469144
  nChanged 9459
		SP:Iteration 19Q (127309.290000 sec): 3 clusters
  Score: Raw -42845815.688393 + Penalty 4199.974944 = -42841615.713449
  nChanged 9404
		SP:Iteration 20F (127311.080000 sec): 3 clusters
  Score: Raw -42850707.567330 + Penalty 4199.974944 = -42846507.592386
  nChanged 8929
		SP:Iteration 21Q (127312.920000 sec): 3 clusters
  Score: Raw -42855637.392767 + Penalty 4199.974944 = -42851437.417823
  nChanged 8398
		SP:Iteration 22Q (127314.630000 sec): 3 clusters
  Score: Raw -42860591.563333 + Penalty 4199.974944 = -42856391.588389
  nChanged 7621
		SP:Iteration 23Q (127316.290000 sec): 3 clusters
  Score: Raw -42865322.553290 + Penalty 4199.974944 = -42861122.578346
  nChanged 6611
		SP:Iteration 24Q (127317.950000 sec): 3 clusters
  Score: Raw -42869555.555335 + Penalty 4199.974944 = -42865355.580391
  nChanged 5478
		SP:Iteration 25Q (127319.530000 sec): 3 clusters
  Score: Raw -42873074.649251 + Penalty 4199.974944 = -42868874.674307
  nChanged 4512
		SP:Iteration 26Q (127321.180000 sec): 3 clusters
  Score: Raw -42875994.105744 + Penalty 4199.974944 = -42871794.130800
  nChanged 3603
		SP:Iteration 27Q (127322.710000 sec): 3 clusters
  Score: Raw -42878308.338309 + Penalty 4199.974944 = -42874108.363365
  nChanged 2673
		SP:Iteration 28Q (127324.390000 sec): 3 clusters
  Score: Raw -42880001.818355 + Penalty 4199.974944 = -42875801.843411
  nChanged 1959
		SP:Iteration 29Q (127325.690000 sec): 3 clusters
  Score: Raw -42881245.870827 + Penalty 4199.974944 = -42877045.895883
  nChanged 1402
		SP:Iteration 30Q (127327.340000 sec): 3 clusters
  Score: Raw -42882114.949411 + Penalty 4199.974944 = -42877914.974468
  nChanged 889
		SP:Iteration 31Q (127328.840000 sec): 3 clusters
  Score: Raw -42882655.740920 + Penalty 4199.974944 = -42878455.765976
  nChanged 601
		SP:Iteration 32Q (127330.600000 sec): 3 clusters
  Score: Raw -42883011.969102 + Penalty 4199.974944 = -42878811.994159
  nChanged 378
		SP:Iteration 33Q (127332.370000 sec): 3 clusters
  Score: Raw -42883231.391190 + Penalty 4199.974944 = -42879031.416246
  nChanged 271
		SP:Iteration 34Q (127333.960000 sec): 3 clusters
  Score: Raw -42883402.934416 + Penalty 4199.974944 = -42879202.959473
  nChanged 215
		SP:Iteration 35Q (127335.600000 sec): 3 clusters
  Score: Raw -42883554.800435 + Penalty 4199.974944 = -42879354.825491
  nChanged 173
		SP:Iteration 36Q (127337.060000 sec): 3 clusters
  Score: Raw -42883661.242097 + Penalty 4199.974944 = -42879461.267154
  nChanged 135
		SP:Iteration 37Q (127338.690000 sec): 3 clusters
  Score: Raw -42883723.878271 + Penalty 4199.974944 = -42879523.903327
  nChanged 112
		SP:Iteration 38Q (127340.340000 sec): 3 clusters
  Score: Raw -42883770.367283 + Penalty 4199.974944 = -42879570.392339
  nChanged 87
		SP:Iteration 39Q (127342.460000 sec): 3 clusters
  Score: Raw -42883800.853631 + Penalty 4199.974944 = -42879600.878688
  nChanged 58
		SP:Iteration 40F (127344.700000 sec): 3 clusters
  Score: Raw -42883818.342780 + Penalty 4199.974944 = -42879618.367836
  nChanged 49
		SP:Iteration 41Q (127346.380000 sec): 3 clusters
  Score: Raw -42883833.343030 + Penalty 4199.974944 = -42879633.368086
  nChanged 48
		SP:Iteration 42Q (127347.890000 sec): 3 clusters
  Score: Raw -42883848.306791 + Penalty 4199.974944 = -42879648.331847
  nChanged 37
		SP:Iteration 43Q (127349.340000 sec): 3 clusters
  Score: Raw -42883856.905031 + Penalty 4199.974944 = -42879656.930087
  nChanged 31
		SP:Iteration 44Q (127350.760000 sec): 3 clusters
  Score: Raw -42883864.520005 + Penalty 4199.974944 = -42879664.545061
  nChanged 30
		SP:Iteration 45Q (127352.030000 sec): 3 clusters
  Score: Raw -42883871.203499 + Penalty 4199.974944 = -42879671.228555
  nChanged 17
		SP:Iteration 46Q (127353.500000 sec): 3 clusters
  Score: Raw -42883875.571621 + Penalty 4199.974944 = -42879675.596677
  nChanged 22
		SP:Iteration 47Q (127355.120000 sec): 3 clusters
  Score: Raw -42883881.950296 + Penalty 4199.974944 = -42879681.975352
  nChanged 22
		SP:Iteration 48Q (127356.960000 sec): 3 clusters
  Score: Raw -42883886.019285 + Penalty 4199.974944 = -42879686.044341
  nChanged 14
		SP:Iteration 49Q (127358.480000 sec): 3 clusters
  Score: Raw -42883888.755071 + Penalty 4199.974944 = -42879688.780127
  nChanged 10
		SP:Iteration 50Q (127360.060000 sec): 3 clusters
  Score: Raw -42883890.867611 + Penalty 4199.974944 = -42879690.892667
  nChanged 10
		SP:Iteration 51Q (127361.660000 sec): 3 clusters
  Score: Raw -42883892.922955 + Penalty 4199.974944 = -42879692.948011
  nChanged 9
		SP:Iteration 52Q (127363.150000 sec): 3 clusters
  Score: Raw -42883894.547064 + Penalty 4199.974944 = -42879694.572121
  nChanged 2
		SP:Iteration 53Q (127364.650000 sec): 3 clusters
  Score: Raw -42883894.772752 + Penalty 4199.974944 = -42879694.797808
  nChanged 1
		SP:Iteration 54Q (127366.310000 sec): 3 clusters
  Score: Raw -42883895.142370 + Penalty 4199.974944 = -42879695.167426
  nChanged 5
		SP:Iteration 55Q (127367.970000 sec): 3 clusters
  Score: Raw -42883896.882615 + Penalty 4199.974944 = -42879696.907671
  nChanged 9
		SP:Iteration 56Q (127369.640000 sec): 3 clusters
  Score: Raw -42883898.738757 + Penalty 4199.974944 = -42879698.763813
  nChanged 5
		SP:Iteration 57Q (127371.090000 sec): 3 clusters
  Score: Raw -42883899.942276 + Penalty 4199.974944 = -42879699.967332
  nChanged 5
		SP:Iteration 58Q (127372.700000 sec): 3 clusters
  Score: Raw -42883901.749723 + Penalty 4199.974944 = -42879701.774779
  nChanged 11
		SP:Iteration 59Q (127374.220000 sec): 3 clusters
  Score: Raw -42883904.987871 + Penalty 4199.974944 = -42879705.012927
  nChanged 9
		SP:Iteration 60F (127376.000000 sec): 3 clusters
  Score: Raw -42883907.180203 + Penalty 4199.974944 = -42879707.205259
  nChanged 5
		SP:Iteration 61Q (127377.470000 sec): 3 clusters
  Score: Raw -42883908.019953 + Penalty 4199.974944 = -42879708.045009
  nChanged 2
		SP:Iteration 62Q (127378.980000 sec): 3 clusters
  Score: Raw -42883908.351738 + Penalty 4199.974944 = -42879708.376794
  nChanged 1
		SP:Iteration 63Q (127380.810000 sec): 3 clusters
  Score: Raw -42883908.950696 + Penalty 4199.974944 = -42879708.975752
  nChanged 2
		SP:Iteration 64Q (127382.400000 sec): 3 clusters
  Score: Raw -42883909.592301 + Penalty 4199.974944 = -42879709.617357
  nChanged 1
		SP:Iteration 65Q (127383.820000 sec): 3 clusters
  Score: Raw -42883910.195798 + Penalty 4199.974944 = -42879710.220854
  nChanged 4
		SP:Iteration 66Q (127385.240000 sec): 3 clusters
  Score: Raw -42883911.494313 + Penalty 4199.974944 = -42879711.519369
  nChanged 9
		SP:Iteration 67Q (127386.700000 sec): 3 clusters
  Score: Raw -42883913.299898 + Penalty 4199.974944 = -42879713.324955
  nChanged 2
		SP:Iteration 68Q (127388.130000 sec): 3 clusters
  Score: Raw -42883913.625651 + Penalty 4199.974944 = -42879713.650707
  nChanged 2
		SP:Iteration 69Q (127389.600000 sec): 3 clusters
  Score: Raw -42883914.106271 + Penalty 4199.974944 = -42879714.131327
  nChanged 4
		SP:Iteration 70Q (127390.970000 sec): 3 clusters
  Score: Raw -42883914.735204 + Penalty 4199.974944 = -42879714.760261
  nChanged 2
		SP:Iteration 71Q (127392.490000 sec): 3 clusters
  Score: Raw -42883915.244300 + Penalty 4199.974944 = -42879715.269356
  nChanged 3
		SP:Iteration 72Q (127393.880000 sec): 3 clusters
  Score: Raw -42883915.869266 + Penalty 4199.974944 = -42879715.894323
  nChanged 2
		SP:Iteration 73Q (127395.270000 sec): 3 clusters
  Score: Raw -42883916.451181 + Penalty 4199.974944 = -42879716.476237
  nChanged 0
		SP:Iteration 74F (127396.960000 sec): 3 clusters
  Score: Raw -42883916.451181 + Penalty 4199.974944 = -42879716.476237
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127397.330000 sec): 2 clusters
  Score: Raw -2550879.572695 + Penalty 1637.666052 = -2549241.906643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127397.580000 sec): 3 clusters
  Score: Raw -2536406.932516 + Penalty 3275.332104 = -2533131.600413
  nChanged 10772
		SP:Iteration 1F (127397.830000 sec): 3 clusters
  Score: Raw -2542435.815204 + Penalty 3275.332104 = -2539160.483101
  nChanged 1313
		SP:Iteration 2F (127398.120000 sec): 3 clusters
  Score: Raw -2542983.006808 + Penalty 3275.332104 = -2539707.674704
  nChanged 1354
		SP:Iteration 3F (127398.390000 sec): 3 clusters
  Score: Raw -2543613.614337 + Penalty 3275.332104 = -2540338.282234
  nChanged 1376
		SP:Iteration 4F (127398.660000 sec): 3 clusters
  Score: Raw -2544305.686348 + Penalty 3275.332104 = -2541030.354244
  nChanged 1364
		SP:Iteration 5F (127398.910000 sec): 3 clusters
  Score: Raw -2544988.781083 + Penalty 3275.332104 = -2541713.448979
  nChanged 1279
		SP:Iteration 6F (127399.180000 sec): 3 clusters
  Score: Raw -2545576.128268 + Penalty 3275.332104 = -2542300.796164
  nChanged 1056
		SP:Iteration 7Q (127399.450000 sec): 3 clusters
  Score: Raw -2545994.049459 + Penalty 3275.332104 = -2542718.717356
  nChanged 858
		SP:Iteration 8Q (127399.710000 sec): 3 clusters
  Score: Raw -2546287.444575 + Penalty 3275.332104 = -2543012.112472
  nChanged 694
		SP:Iteration 9Q (127399.960000 sec): 3 clusters
  Score: Raw -2546472.549879 + Penalty 3275.332104 = -2543197.217775
  nChanged 487
		SP:Iteration 10Q (127400.250000 sec): 3 clusters
  Score: Raw -2546581.677975 + Penalty 3275.332104 = -2543306.345871
  nChanged 405
		SP:Iteration 11Q (127400.510000 sec): 3 clusters
  Score: Raw -2546662.666463 + Penalty 3275.332104 = -2543387.334359
  nChanged 315
		SP:Iteration 12Q (127400.780000 sec): 3 clusters
  Score: Raw -2546716.156289 + Penalty 3275.332104 = -2543440.824185
  nChanged 269
		SP:Iteration 13Q (127401.070000 sec): 3 clusters
  Score: Raw -2546765.661516 + Penalty 3275.332104 = -2543490.329413
  nChanged 255
		SP:Iteration 14Q (127401.350000 sec): 3 clusters
  Score: Raw -2546806.173127 + Penalty 3275.332104 = -2543530.841023
  nChanged 225
		SP:Iteration 15Q (127401.590000 sec): 3 clusters
  Score: Raw -2546842.013381 + Penalty 3275.332104 = -2543566.681277
  nChanged 203
		SP:Iteration 16Q (127401.870000 sec): 3 clusters
  Score: Raw -2546874.756031 + Penalty 3275.332104 = -2543599.423927
  nChanged 219
		SP:Iteration 17Q (127402.130000 sec): 3 clusters
  Score: Raw -2546906.993710 + Penalty 3275.332104 = -2543631.661607
  nChanged 179
		SP:Iteration 18Q (127402.450000 sec): 3 clusters
  Score: Raw -2546930.749220 + Penalty 3275.332104 = -2543655.417116
  nChanged 177
		SP:Iteration 19Q (127402.770000 sec): 3 clusters
  Score: Raw -2546956.757970 + Penalty 3275.332104 = -2543681.425866
  nChanged 216
		SP:Iteration 20F (127403.030000 sec): 3 clusters
  Score: Raw -2546994.339444 + Penalty 3275.332104 = -2543719.007341
  nChanged 262
		SP:Iteration 21Q (127403.330000 sec): 3 clusters
  Score: Raw -2547044.256294 + Penalty 3275.332104 = -2543768.924191
  nChanged 318
		SP:Iteration 22Q (127403.610000 sec): 3 clusters
  Score: Raw -2547112.033911 + Penalty 3275.332104 = -2543836.701807
  nChanged 361
		SP:Iteration 23Q (127403.890000 sec): 3 clusters
  Score: Raw -2547194.003964 + Penalty 3275.332104 = -2543918.671860
  nChanged 427
		SP:Iteration 24Q (127404.200000 sec): 3 clusters
  Score: Raw -2547306.333364 + Penalty 3275.332104 = -2544031.001260
  nChanged 529
		SP:Iteration 25Q (127404.490000 sec): 3 clusters
  Score: Raw -2547469.453700 + Penalty 3275.332104 = -2544194.121596
  nChanged 610
		SP:Iteration 26Q (127404.770000 sec): 3 clusters
  Score: Raw -2547666.025917 + Penalty 3275.332104 = -2544390.693814
  nChanged 686
		SP:Iteration 27Q (127405.030000 sec): 3 clusters
  Score: Raw -2547911.269017 + Penalty 3275.332104 = -2544635.936913
  nChanged 756
		SP:Iteration 28Q (127405.350000 sec): 3 clusters
  Score: Raw -2548199.845272 + Penalty 3275.332104 = -2544924.513169
  nChanged 801
		SP:Iteration 29Q (127405.610000 sec): 3 clusters
  Score: Raw -2548537.883471 + Penalty 3275.332104 = -2545262.551367
  nChanged 812
		SP:Iteration 30Q (127405.900000 sec): 3 clusters
  Score: Raw -2548892.883745 + Penalty 3275.332104 = -2545617.551642
  nChanged 819
		SP:Iteration 31Q (127406.200000 sec): 3 clusters
  Score: Raw -2549265.735825 + Penalty 3275.332104 = -2545990.403721
  nChanged 832
		SP:Iteration 32Q (127406.460000 sec): 3 clusters
  Score: Raw -2549661.062337 + Penalty 3275.332104 = -2546385.730233
  nChanged 792
		SP:Iteration 33Q (127406.750000 sec): 3 clusters
  Score: Raw -2550035.092113 + Penalty 3275.332104 = -2546759.760009
  nChanged 679
		SP:Iteration 34Q (127407.030000 sec): 3 clusters
  Score: Raw -2550353.100077 + Penalty 3275.332104 = -2547077.767973
  nChanged 617
		SP:Iteration 35Q (127407.330000 sec): 3 clusters
  Score: Raw -2550630.086198 + Penalty 3275.332104 = -2547354.754095
  nChanged 475
		SP:Iteration 36Q (127407.570000 sec): 3 clusters
  Score: Raw -2550830.051436 + Penalty 3275.332104 = -2547554.719333
  nChanged 347
		SP:Iteration 37Q (127407.870000 sec): 3 clusters
  Score: Raw -2550956.915255 + Penalty 3275.332104 = -2547681.583151
  nChanged 293
		SP:Iteration 38Q (127408.130000 sec): 3 clusters
  Score: Raw -2551065.285796 + Penalty 3275.332104 = -2547789.953692
  nChanged 233
		SP:Iteration 39Q (127408.360000 sec): 3 clusters
  Score: Raw -2551147.209677 + Penalty 3275.332104 = -2547871.877573
  nChanged 193
		SP:Iteration 40F (127408.640000 sec): 3 clusters
  Score: Raw -2551213.330984 + Penalty 3275.332104 = -2547937.998880
  nChanged 154
		SP:Iteration 41Q (127408.880000 sec): 3 clusters
  Score: Raw -2551260.086354 + Penalty 3275.332104 = -2547984.754251
  nChanged 128
		SP:Iteration 42Q (127409.120000 sec): 3 clusters
  Score: Raw -2551300.539559 + Penalty 3275.332104 = -2548025.207455
  nChanged 127
		SP:Iteration 43Q (127409.370000 sec): 3 clusters
  Score: Raw -2551337.315695 + Penalty 3275.332104 = -2548061.983592
  nChanged 96
		SP:Iteration 44Q (127409.700000 sec): 3 clusters
  Score: Raw -2551364.731928 + Penalty 3275.332104 = -2548089.399824
  nChanged 80
		SP:Iteration 45Q (127409.980000 sec): 3 clusters
  Score: Raw -2551385.743306 + Penalty 3275.332104 = -2548110.411202
  nChanged 69
		SP:Iteration 46Q (127410.240000 sec): 3 clusters
  Score: Raw -2551404.290381 + Penalty 3275.332104 = -2548128.958277
  nChanged 54
		SP:Iteration 47Q (127410.500000 sec): 3 clusters
  Score: Raw -2551419.381522 + Penalty 3275.332104 = -2548144.049418
  nChanged 50
		SP:Iteration 48Q (127410.760000 sec): 3 clusters
  Score: Raw -2551434.037031 + Penalty 3275.332104 = -2548158.704927
  nChanged 48
		SP:Iteration 49Q (127411.070000 sec): 3 clusters
  Score: Raw -2551449.469286 + Penalty 3275.332104 = -2548174.137182
  nChanged 43
		SP:Iteration 50Q (127411.330000 sec): 3 clusters
  Score: Raw -2551461.791459 + Penalty 3275.332104 = -2548186.459355
  nChanged 39
		SP:Iteration 51Q (127411.580000 sec): 3 clusters
  Score: Raw -2551472.545947 + Penalty 3275.332104 = -2548197.213844
  nChanged 36
		SP:Iteration 52Q (127411.880000 sec): 3 clusters
  Score: Raw -2551481.703182 + Penalty 3275.332104 = -2548206.371079
  nChanged 26
		SP:Iteration 53Q (127412.190000 sec): 3 clusters
  Score: Raw -2551488.240142 + Penalty 3275.332104 = -2548212.908039
  nChanged 28
		SP:Iteration 54Q (127412.440000 sec): 3 clusters
  Score: Raw -2551495.720475 + Penalty 3275.332104 = -2548220.388372
  nChanged 18
		SP:Iteration 55Q (127412.730000 sec): 3 clusters
  Score: Raw -2551499.076783 + Penalty 3275.332104 = -2548223.744679
  nChanged 14
		SP:Iteration 56Q (127412.960000 sec): 3 clusters
  Score: Raw -2551502.604715 + Penalty 3275.332104 = -2548227.272612
  nChanged 17
		SP:Iteration 57Q (127413.270000 sec): 3 clusters
  Score: Raw -2551506.051108 + Penalty 3275.332104 = -2548230.719005
  nChanged 15
		SP:Iteration 58Q (127413.530000 sec): 3 clusters
  Score: Raw -2551510.490118 + Penalty 3275.332104 = -2548235.158014
  nChanged 16
		SP:Iteration 59Q (127413.800000 sec): 3 clusters
  Score: Raw -2551513.517583 + Penalty 3275.332104 = -2548238.185479
  nChanged 10
		SP:Iteration 60F (127414.080000 sec): 3 clusters
  Score: Raw -2551515.412299 + Penalty 3275.332104 = -2548240.080196
  nChanged 9
		SP:Iteration 61Q (127414.360000 sec): 3 clusters
  Score: Raw -2551517.134081 + Penalty 3275.332104 = -2548241.801977
  nChanged 4
		SP:Iteration 62Q (127414.600000 sec): 3 clusters
  Score: Raw -2551517.993042 + Penalty 3275.332104 = -2548242.660938
  nChanged 10
		SP:Iteration 63Q (127414.880000 sec): 3 clusters
  Score: Raw -2551520.463012 + Penalty 3275.332104 = -2548245.130908
  nChanged 10
		SP:Iteration 64Q (127415.170000 sec): 3 clusters
  Score: Raw -2551523.267338 + Penalty 3275.332104 = -2548247.935235
  nChanged 7
		SP:Iteration 65Q (127415.430000 sec): 3 clusters
  Score: Raw -2551524.613591 + Penalty 3275.332104 = -2548249.281488
  nChanged 2
		SP:Iteration 66Q (127415.720000 sec): 3 clusters
  Score: Raw -2551524.910893 + Penalty 3275.332104 = -2548249.578790
  nChanged 0
		SP:Iteration 67F (127415.980000 sec): 3 clusters
  Score: Raw -2551524.910893 + Penalty 3275.332104 = -2548249.578790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127416.150000 sec): 2 clusters
  Score: Raw -2217990.250074 + Penalty 1628.290275 = -2216361.959799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127416.450000 sec): 3 clusters
  Score: Raw -2204443.567616 + Penalty 3256.580549 = -2201186.987067
  nChanged 10125
		SP:Iteration 1F (127416.720000 sec): 3 clusters
  Score: Raw -2209922.728003 + Penalty 3256.580549 = -2206666.147454
  nChanged 1122
		SP:Iteration 2Q (127417.020000 sec): 3 clusters
  Score: Raw -2210357.664455 + Penalty 3256.580549 = -2207101.083906
  nChanged 1122
		SP:Iteration 3Q (127417.340000 sec): 3 clusters
  Score: Raw -2210850.148108 + Penalty 3256.580549 = -2207593.567559
  nChanged 1165
		SP:Iteration 4F (127417.650000 sec): 3 clusters
  Score: Raw -2211409.362388 + Penalty 3256.580549 = -2208152.781839
  nChanged 1235
		SP:Iteration 5F (127417.920000 sec): 3 clusters
  Score: Raw -2212142.296978 + Penalty 3256.580549 = -2208885.716429
  nChanged 1408
		SP:Iteration 6F (127418.200000 sec): 3 clusters
  Score: Raw -2213071.445658 + Penalty 3256.580549 = -2209814.865109
  nChanged 1408
		SP:Iteration 7F (127418.480000 sec): 3 clusters
  Score: Raw -2214056.093687 + Penalty 3256.580549 = -2210799.513138
  nChanged 1352
		SP:Iteration 8F (127418.740000 sec): 3 clusters
  Score: Raw -2215171.880783 + Penalty 3256.580549 = -2211915.300234
  nChanged 1252
		SP:Iteration 9F (127419.050000 sec): 3 clusters
  Score: Raw -2216350.313078 + Penalty 3256.580549 = -2213093.732529
  nChanged 1062
		SP:Iteration 10Q (127419.330000 sec): 3 clusters
  Score: Raw -2217339.586535 + Penalty 3256.580549 = -2214083.005986
  nChanged 738
		SP:Iteration 11Q (127419.600000 sec): 3 clusters
  Score: Raw -2217970.970368 + Penalty 3256.580549 = -2214714.389819
  nChanged 484
		SP:Iteration 12Q (127419.930000 sec): 3 clusters
  Score: Raw -2218324.675983 + Penalty 3256.580549 = -2215068.095434
  nChanged 353
		SP:Iteration 13Q (127420.210000 sec): 3 clusters
  Score: Raw -2218545.254443 + Penalty 3256.580549 = -2215288.673893
  nChanged 257
		SP:Iteration 14Q (127420.450000 sec): 3 clusters
  Score: Raw -2218696.223351 + Penalty 3256.580549 = -2215439.642802
  nChanged 203
		SP:Iteration 15Q (127420.790000 sec): 3 clusters
  Score: Raw -2218806.008761 + Penalty 3256.580549 = -2215549.428212
  nChanged 166
		SP:Iteration 16Q (127421.080000 sec): 3 clusters
  Score: Raw -2218888.053579 + Penalty 3256.580549 = -2215631.473030
  nChanged 122
		SP:Iteration 17Q (127421.310000 sec): 3 clusters
  Score: Raw -2218942.677175 + Penalty 3256.580549 = -2215686.096626
  nChanged 99
		SP:Iteration 18Q (127421.590000 sec): 3 clusters
  Score: Raw -2218979.465786 + Penalty 3256.580549 = -2215722.885237
  nChanged 74
		SP:Iteration 19Q (127421.860000 sec): 3 clusters
  Score: Raw -2219007.419858 + Penalty 3256.580549 = -2215750.839309
  nChanged 67
		SP:Iteration 20F (127422.150000 sec): 3 clusters
  Score: Raw -2219031.907686 + Penalty 3256.580549 = -2215775.327137
  nChanged 67
		SP:Iteration 21Q (127422.440000 sec): 3 clusters
  Score: Raw -2219055.263154 + Penalty 3256.580549 = -2215798.682605
  nChanged 57
		SP:Iteration 22Q (127422.670000 sec): 3 clusters
  Score: Raw -2219077.770994 + Penalty 3256.580549 = -2215821.190445
  nChanged 61
		SP:Iteration 23Q (127422.990000 sec): 3 clusters
  Score: Raw -2219098.578355 + Penalty 3256.580549 = -2215841.997806
  nChanged 48
		SP:Iteration 24Q (127423.270000 sec): 3 clusters
  Score: Raw -2219114.254463 + Penalty 3256.580549 = -2215857.673914
  nChanged 48
		SP:Iteration 25Q (127423.580000 sec): 3 clusters
  Score: Raw -2219132.303360 + Penalty 3256.580549 = -2215875.722811
  nChanged 41
		SP:Iteration 26Q (127423.830000 sec): 3 clusters
  Score: Raw -2219146.327543 + Penalty 3256.580549 = -2215889.746994
  nChanged 36
		SP:Iteration 27Q (127424.160000 sec): 3 clusters
  Score: Raw -2219158.174728 + Penalty 3256.580549 = -2215901.594179
  nChanged 30
		SP:Iteration 28Q (127424.410000 sec): 3 clusters
  Score: Raw -2219170.728165 + Penalty 3256.580549 = -2215914.147616
  nChanged 32
		SP:Iteration 29Q (127424.710000 sec): 3 clusters
  Score: Raw -2219181.067880 + Penalty 3256.580549 = -2215924.487331
  nChanged 25
		SP:Iteration 30Q (127424.980000 sec): 3 clusters
  Score: Raw -2219189.743228 + Penalty 3256.580549 = -2215933.162679
  nChanged 27
		SP:Iteration 31Q (127425.290000 sec): 3 clusters
  Score: Raw -2219198.786572 + Penalty 3256.580549 = -2215942.206023
  nChanged 20
		SP:Iteration 32Q (127425.570000 sec): 3 clusters
  Score: Raw -2219203.647316 + Penalty 3256.580549 = -2215947.066767
  nChanged 13
		SP:Iteration 33Q (127425.880000 sec): 3 clusters
  Score: Raw -2219207.926670 + Penalty 3256.580549 = -2215951.346121
  nChanged 11
		SP:Iteration 34Q (127426.110000 sec): 3 clusters
  Score: Raw -2219210.766972 + Penalty 3256.580549 = -2215954.186423
  nChanged 6
		SP:Iteration 35Q (127426.450000 sec): 3 clusters
  Score: Raw -2219212.643308 + Penalty 3256.580549 = -2215956.062759
  nChanged 8
		SP:Iteration 36Q (127426.760000 sec): 3 clusters
  Score: Raw -2219214.814277 + Penalty 3256.580549 = -2215958.233728
  nChanged 6
		SP:Iteration 37Q (127427.010000 sec): 3 clusters
  Score: Raw -2219216.952958 + Penalty 3256.580549 = -2215960.372409
  nChanged 11
		SP:Iteration 38Q (127427.300000 sec): 3 clusters
  Score: Raw -2219220.519778 + Penalty 3256.580549 = -2215963.939229
  nChanged 12
		SP:Iteration 39Q (127427.580000 sec): 3 clusters
  Score: Raw -2219224.051334 + Penalty 3256.580549 = -2215967.470785
  nChanged 14
		SP:Iteration 40F (127427.820000 sec): 3 clusters
  Score: Raw -2219227.889055 + Penalty 3256.580549 = -2215971.308506
  nChanged 10
		SP:Iteration 41Q (127428.130000 sec): 3 clusters
  Score: Raw -2219229.434392 + Penalty 3256.580549 = -2215972.853843
  nChanged 5
		SP:Iteration 42Q (127428.410000 sec): 3 clusters
  Score: Raw -2219230.460826 + Penalty 3256.580549 = -2215973.880277
  nChanged 5
		SP:Iteration 43Q (127428.710000 sec): 3 clusters
  Score: Raw -2219231.693892 + Penalty 3256.580549 = -2215975.113343
  nChanged 2
		SP:Iteration 44Q (127428.930000 sec): 3 clusters
  Score: Raw -2219232.139341 + Penalty 3256.580549 = -2215975.558792
  nChanged 2
		SP:Iteration 45Q (127429.220000 sec): 3 clusters
  Score: Raw -2219232.643646 + Penalty 3256.580549 = -2215976.063097
  nChanged 3
		SP:Iteration 46Q (127429.490000 sec): 3 clusters
  Score: Raw -2219233.423153 + Penalty 3256.580549 = -2215976.842604
  nChanged 4
		SP:Iteration 47Q (127429.790000 sec): 3 clusters
  Score: Raw -2219234.449851 + Penalty 3256.580549 = -2215977.869302
  nChanged 3
		SP:Iteration 48Q (127430.030000 sec): 3 clusters
  Score: Raw -2219235.702389 + Penalty 3256.580549 = -2215979.121840
  nChanged 2
		SP:Iteration 49Q (127430.300000 sec): 3 clusters
  Score: Raw -2219236.175041 + Penalty 3256.580549 = -2215979.594492
  nChanged 0
		SP:Iteration 50F (127430.580000 sec): 3 clusters
  Score: Raw -2219236.175041 + Penalty 3256.580549 = -2215979.594492
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127430.710000 sec): 2 clusters
  Score: Raw -376562.386237 + Penalty 1345.821272 = -375216.564965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127430.930000 sec): 3 clusters
  Score: Raw -374645.466954 + Penalty 2691.642544 = -371953.824410
  nChanged 1547
		SP:Iteration 1F (127431.130000 sec): 3 clusters
  Score: Raw -375561.553089 + Penalty 2691.642544 = -372869.910545
  nChanged 328
		SP:Iteration 2F (127431.320000 sec): 3 clusters
  Score: Raw -375786.645771 + Penalty 2691.642544 = -373095.003227
  nChanged 239
		SP:Iteration 3F (127431.560000 sec): 3 clusters
  Score: Raw -375945.699833 + Penalty 2691.642544 = -373254.057289
  nChanged 206
		SP:Iteration 4F (127431.710000 sec): 3 clusters
  Score: Raw -376073.455222 + Penalty 2691.642544 = -373381.812677
  nChanged 172
		SP:Iteration 5Q (127431.970000 sec): 3 clusters
  Score: Raw -376173.704267 + Penalty 2691.642544 = -373482.061723
  nChanged 152
		SP:Iteration 6Q (127432.150000 sec): 3 clusters
  Score: Raw -376258.717978 + Penalty 2691.642544 = -373567.075434
  nChanged 132
		SP:Iteration 7Q (127432.390000 sec): 3 clusters
  Score: Raw -376353.909594 + Penalty 2691.642544 = -373662.267050
  nChanged 144
		SP:Iteration 8Q (127432.570000 sec): 3 clusters
  Score: Raw -376455.436971 + Penalty 2691.642544 = -373763.794427
  nChanged 126
		SP:Iteration 9Q (127432.770000 sec): 3 clusters
  Score: Raw -376548.097875 + Penalty 2691.642544 = -373856.455331
  nChanged 133
		SP:Iteration 10Q (127432.970000 sec): 3 clusters
  Score: Raw -376663.387997 + Penalty 2691.642544 = -373971.745453
  nChanged 133
		SP:Iteration 11Q (127433.210000 sec): 3 clusters
  Score: Raw -376799.083517 + Penalty 2691.642544 = -374107.440972
  nChanged 126
		SP:Iteration 12Q (127433.380000 sec): 3 clusters
  Score: Raw -376911.444885 + Penalty 2691.642544 = -374219.802341
  nChanged 114
		SP:Iteration 13Q (127433.600000 sec): 3 clusters
  Score: Raw -376990.096086 + Penalty 2691.642544 = -374298.453542
  nChanged 91
		SP:Iteration 14Q (127433.790000 sec): 3 clusters
  Score: Raw -377051.119965 + Penalty 2691.642544 = -374359.477421
  nChanged 82
		SP:Iteration 15Q (127434.040000 sec): 3 clusters
  Score: Raw -377097.871616 + Penalty 2691.642544 = -374406.229072
  nChanged 79
		SP:Iteration 16Q (127434.230000 sec): 3 clusters
  Score: Raw -377136.477805 + Penalty 2691.642544 = -374444.835261
  nChanged 55
		SP:Iteration 17Q (127434.450000 sec): 3 clusters
  Score: Raw -377160.806044 + Penalty 2691.642544 = -374469.163500
  nChanged 41
		SP:Iteration 18Q (127434.630000 sec): 3 clusters
  Score: Raw -377183.334810 + Penalty 2691.642544 = -374491.692266
  nChanged 33
		SP:Iteration 19Q (127434.830000 sec): 3 clusters
  Score: Raw -377199.059467 + Penalty 2691.642544 = -374507.416923
  nChanged 29
		SP:Iteration 20F (127435.050000 sec): 3 clusters
  Score: Raw -377211.773091 + Penalty 2691.642544 = -374520.130547
  nChanged 27
		SP:Iteration 21Q (127435.220000 sec): 3 clusters
  Score: Raw -377222.565612 + Penalty 2691.642544 = -374530.923068
  nChanged 22
		SP:Iteration 22Q (127435.430000 sec): 3 clusters
  Score: Raw -377230.968575 + Penalty 2691.642544 = -374539.326031
  nChanged 13
		SP:Iteration 23Q (127435.660000 sec): 3 clusters
  Score: Raw -377239.474097 + Penalty 2691.642544 = -374547.831553
  nChanged 7
		SP:Iteration 24Q (127435.860000 sec): 3 clusters
  Score: Raw -377241.836750 + Penalty 2691.642544 = -374550.194206
  nChanged 7
		SP:Iteration 25Q (127436.030000 sec): 3 clusters
  Score: Raw -377244.075755 + Penalty 2691.642544 = -374552.433211
  nChanged 7
		SP:Iteration 26Q (127436.250000 sec): 3 clusters
  Score: Raw -377245.449074 + Penalty 2691.642544 = -374553.806530
  nChanged 3
		SP:Iteration 27Q (127436.420000 sec): 3 clusters
  Score: Raw -377246.316819 + Penalty 2691.642544 = -374554.674275
  nChanged 3
		SP:Iteration 28Q (127436.630000 sec): 3 clusters
  Score: Raw -377247.566477 + Penalty 2691.642544 = -374555.923933
  nChanged 4
		SP:Iteration 29Q (127436.820000 sec): 3 clusters
  Score: Raw -377248.496969 + Penalty 2691.642544 = -374556.854424
  nChanged 4
		SP:Iteration 30Q (127437.080000 sec): 3 clusters
  Score: Raw -377249.543471 + Penalty 2691.642544 = -374557.900927
  nChanged 3
		SP:Iteration 31Q (127437.280000 sec): 3 clusters
  Score: Raw -377250.207640 + Penalty 2691.642544 = -374558.565096
  nChanged 1
		SP:Iteration 32Q (127437.460000 sec): 3 clusters
  Score: Raw -377250.298519 + Penalty 2691.642544 = -374558.655975
  nChanged 0
		SP:Iteration 33F (127437.650000 sec): 3 clusters
  Score: Raw -377250.298519 + Penalty 2691.642544 = -374558.655975
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127437.790000 sec): 2 clusters
  Score: Raw -709018.846628 + Penalty 1441.505560 = -707577.341068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127437.990000 sec): 3 clusters
  Score: Raw -705100.041842 + Penalty 2883.011119 = -702217.030723
  nChanged 3041
		SP:Iteration 1F (127438.160000 sec): 3 clusters
  Score: Raw -706861.438840 + Penalty 2883.011119 = -703978.427720
  nChanged 528
		SP:Iteration 2F (127438.380000 sec): 3 clusters
  Score: Raw -707161.034912 + Penalty 2883.011119 = -704278.023793
  nChanged 434
		SP:Iteration 3F (127438.610000 sec): 3 clusters
  Score: Raw -707400.731075 + Penalty 2883.011119 = -704517.719956
  nChanged 373
		SP:Iteration 4F (127438.770000 sec): 3 clusters
  Score: Raw -707599.711656 + Penalty 2883.011119 = -704716.700537
  nChanged 299
		SP:Iteration 5Q (127438.990000 sec): 3 clusters
  Score: Raw -707740.917196 + Penalty 2883.011119 = -704857.906076
  nChanged 267
		SP:Iteration 6Q (127439.270000 sec): 3 clusters
  Score: Raw -707848.312854 + Penalty 2883.011119 = -704965.301734
  nChanged 208
		SP:Iteration 7Q (127439.520000 sec): 3 clusters
  Score: Raw -707932.311242 + Penalty 2883.011119 = -705049.300122
  nChanged 206
		SP:Iteration 8Q (127439.700000 sec): 3 clusters
  Score: Raw -708011.938085 + Penalty 2883.011119 = -705128.926965
  nChanged 196
		SP:Iteration 9Q (127439.920000 sec): 3 clusters
  Score: Raw -708095.054464 + Penalty 2883.011119 = -705212.043345
  nChanged 189
		SP:Iteration 10Q (127440.110000 sec): 3 clusters
  Score: Raw -708191.172133 + Penalty 2883.011119 = -705308.161013
  nChanged 189
		SP:Iteration 11Q (127440.320000 sec): 3 clusters
  Score: Raw -708288.851891 + Penalty 2883.011119 = -705405.840772
  nChanged 203
		SP:Iteration 12Q (127440.560000 sec): 3 clusters
  Score: Raw -708396.323471 + Penalty 2883.011119 = -705513.312352
  nChanged 208
		SP:Iteration 13Q (127440.740000 sec): 3 clusters
  Score: Raw -708511.827352 + Penalty 2883.011119 = -705628.816232
  nChanged 203
		SP:Iteration 14Q (127440.940000 sec): 3 clusters
  Score: Raw -708628.642657 + Penalty 2883.011119 = -705745.631538
  nChanged 188
		SP:Iteration 15Q (127441.150000 sec): 3 clusters
  Score: Raw -708741.330169 + Penalty 2883.011119 = -705858.319049
  nChanged 167
		SP:Iteration 16Q (127441.400000 sec): 3 clusters
  Score: Raw -708844.252287 + Penalty 2883.011119 = -705961.241168
  nChanged 152
		SP:Iteration 17Q (127441.560000 sec): 3 clusters
  Score: Raw -708954.484369 + Penalty 2883.011119 = -706071.473250
  nChanged 135
		SP:Iteration 18Q (127441.790000 sec): 3 clusters
  Score: Raw -709051.029262 + Penalty 2883.011119 = -706168.018143
  nChanged 114
		SP:Iteration 19Q (127442.060000 sec): 3 clusters
  Score: Raw -709133.667423 + Penalty 2883.011119 = -706250.656304
  nChanged 77
		SP:Iteration 20F (127442.230000 sec): 3 clusters
  Score: Raw -709186.787326 + Penalty 2883.011119 = -706303.776207
  nChanged 61
		SP:Iteration 21Q (127442.480000 sec): 3 clusters
  Score: Raw -709227.715955 + Penalty 2883.011119 = -706344.704836
  nChanged 39
		SP:Iteration 22Q (127442.720000 sec): 3 clusters
  Score: Raw -709255.193589 + Penalty 2883.011119 = -706372.182469
  nChanged 37
		SP:Iteration 23Q (127442.880000 sec): 3 clusters
  Score: Raw -709277.486925 + Penalty 2883.011119 = -706394.475806
  nChanged 23
		SP:Iteration 24Q (127443.090000 sec): 3 clusters
  Score: Raw -709286.828987 + Penalty 2883.011119 = -706403.817867
  nChanged 17
		SP:Iteration 25Q (127443.310000 sec): 3 clusters
  Score: Raw -709293.965246 + Penalty 2883.011119 = -706410.954127
  nChanged 14
		SP:Iteration 26Q (127443.520000 sec): 3 clusters
  Score: Raw -709301.372309 + Penalty 2883.011119 = -706418.361189
  nChanged 13
		SP:Iteration 27Q (127443.760000 sec): 3 clusters
  Score: Raw -709308.887184 + Penalty 2883.011119 = -706425.876065
  nChanged 8
		SP:Iteration 28Q (127444.000000 sec): 3 clusters
  Score: Raw -709313.253790 + Penalty 2883.011119 = -706430.242671
  nChanged 8
		SP:Iteration 29Q (127444.210000 sec): 3 clusters
  Score: Raw -709317.342390 + Penalty 2883.011119 = -706434.331270
  nChanged 3
		SP:Iteration 30Q (127444.450000 sec): 3 clusters
  Score: Raw -709317.845716 + Penalty 2883.011119 = -706434.834597
  nChanged 4
		SP:Iteration 31Q (127444.660000 sec): 3 clusters
  Score: Raw -709318.831289 + Penalty 2883.011119 = -706435.820170
  nChanged 3
		SP:Iteration 32Q (127444.870000 sec): 3 clusters
  Score: Raw -709321.071414 + Penalty 2883.011119 = -706438.060295
  nChanged 7
		SP:Iteration 33Q (127445.100000 sec): 3 clusters
  Score: Raw -709325.432633 + Penalty 2883.011119 = -706442.421514
  nChanged 11
		SP:Iteration 34Q (127445.290000 sec): 3 clusters
  Score: Raw -709332.600584 + Penalty 2883.011119 = -706449.589465
  nChanged 7
		SP:Iteration 35Q (127445.500000 sec): 3 clusters
  Score: Raw -709335.998215 + Penalty 2883.011119 = -706452.987096
  nChanged 4
		SP:Iteration 36Q (127445.750000 sec): 3 clusters
  Score: Raw -709338.458855 + Penalty 2883.011119 = -706455.447736
  nChanged 7
		SP:Iteration 37Q (127445.910000 sec): 3 clusters
  Score: Raw -709343.947801 + Penalty 2883.011119 = -706460.936682
  nChanged 6
		SP:Iteration 38Q (127446.140000 sec): 3 clusters
  Score: Raw -709348.720466 + Penalty 2883.011119 = -706465.709347
  nChanged 9
		SP:Iteration 39Q (127446.370000 sec): 3 clusters
  Score: Raw -709352.863890 + Penalty 2883.011119 = -706469.852771
  nChanged 3
		SP:Iteration 40F (127446.560000 sec): 3 clusters
  Score: Raw -709354.327757 + Penalty 2883.011119 = -706471.316637
  nChanged 2
		SP:Iteration 41Q (127446.730000 sec): 3 clusters
  Score: Raw -709355.974158 + Penalty 2883.011119 = -706472.963039
  nChanged 4
		SP:Iteration 42Q (127446.900000 sec): 3 clusters
  Score: Raw -709359.051761 + Penalty 2883.011119 = -706476.040642
  nChanged 4
		SP:Iteration 43Q (127447.090000 sec): 3 clusters
  Score: Raw -709361.936195 + Penalty 2883.011119 = -706478.925076
  nChanged 4
		SP:Iteration 44Q (127447.310000 sec): 3 clusters
  Score: Raw -709363.099638 + Penalty 2883.011119 = -706480.088519
  nChanged 1
		SP:Iteration 45Q (127447.550000 sec): 3 clusters
  Score: Raw -709363.634269 + Penalty 2883.011119 = -706480.623149
  nChanged 4
		SP:Iteration 46Q (127447.720000 sec): 3 clusters
  Score: Raw -709366.486077 + Penalty 2883.011119 = -706483.474958
  nChanged 2
		SP:Iteration 47Q (127447.910000 sec): 3 clusters
  Score: Raw -709368.016044 + Penalty 2883.011119 = -706485.004924
  nChanged 2
		SP:Iteration 48Q (127448.090000 sec): 3 clusters
  Score: Raw -709368.981664 + Penalty 2883.011119 = -706485.970545
  nChanged 1
		SP:Iteration 49Q (127448.320000 sec): 3 clusters
  Score: Raw -709369.803880 + Penalty 2883.011119 = -706486.792760
  nChanged 2
		SP:Iteration 50Q (127448.560000 sec): 3 clusters
  Score: Raw -709371.056678 + Penalty 2883.011119 = -706488.045559
  nChanged 4
		SP:Iteration 51Q (127448.760000 sec): 3 clusters
  Score: Raw -709373.048664 + Penalty 2883.011119 = -706490.037545
  nChanged 4
		SP:Iteration 52Q (127448.980000 sec): 3 clusters
  Score: Raw -709375.144047 + Penalty 2883.011119 = -706492.132927
  nChanged 2
		SP:Iteration 53Q (127449.190000 sec): 3 clusters
  Score: Raw -709375.995454 + Penalty 2883.011119 = -706492.984334
  nChanged 0
		SP:Iteration 54F (127449.390000 sec): 3 clusters
  Score: Raw -709375.995454 + Penalty 2883.011119 = -706492.984334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127449.590000 sec): 2 clusters
  Score: Raw -1513864.802823 + Penalty 1554.779679 = -1512310.023145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127449.830000 sec): 3 clusters
  Score: Raw -1505499.760317 + Penalty 3109.559358 = -1502390.200960
  nChanged 6357
		SP:Iteration 1F (127450.090000 sec): 3 clusters
  Score: Raw -1509085.888893 + Penalty 3109.559358 = -1505976.329535
  nChanged 950
		SP:Iteration 2F (127450.320000 sec): 3 clusters
  Score: Raw -1509570.644391 + Penalty 3109.559358 = -1506461.085033
  nChanged 878
		SP:Iteration 3F (127450.620000 sec): 3 clusters
  Score: Raw -1509997.281118 + Penalty 3109.559358 = -1506887.721760
  nChanged 846
		SP:Iteration 4F (127450.850000 sec): 3 clusters
  Score: Raw -1510395.671603 + Penalty 3109.559358 = -1507286.112246
  nChanged 781
		SP:Iteration 5F (127451.060000 sec): 3 clusters
  Score: Raw -1510782.992517 + Penalty 3109.559358 = -1507673.433160
  nChanged 738
		SP:Iteration 6F (127451.290000 sec): 3 clusters
  Score: Raw -1511166.295546 + Penalty 3109.559358 = -1508056.736189
  nChanged 726
		SP:Iteration 7F (127451.550000 sec): 3 clusters
  Score: Raw -1511553.275773 + Penalty 3109.559358 = -1508443.716415
  nChanged 663
		SP:Iteration 8Q (127451.780000 sec): 3 clusters
  Score: Raw -1511946.269362 + Penalty 3109.559358 = -1508836.710004
  nChanged 625
		SP:Iteration 9Q (127452.060000 sec): 3 clusters
  Score: Raw -1512344.212909 + Penalty 3109.559358 = -1509234.653552
  nChanged 597
		SP:Iteration 10Q (127452.240000 sec): 3 clusters
  Score: Raw -1512750.500234 + Penalty 3109.559358 = -1509640.940876
  nChanged 538
		SP:Iteration 11Q (127452.560000 sec): 3 clusters
  Score: Raw -1513151.140321 + Penalty 3109.559358 = -1510041.580963
  nChanged 434
		SP:Iteration 12Q (127452.790000 sec): 3 clusters
  Score: Raw -1513478.974873 + Penalty 3109.559358 = -1510369.415516
  nChanged 311
		SP:Iteration 13Q (127453.050000 sec): 3 clusters
  Score: Raw -1513738.643591 + Penalty 3109.559358 = -1510629.084234
  nChanged 193
		SP:Iteration 14Q (127453.300000 sec): 3 clusters
  Score: Raw -1513939.642735 + Penalty 3109.559358 = -1510830.083377
  nChanged 114
		SP:Iteration 15Q (127453.550000 sec): 3 clusters
  Score: Raw -1514072.020530 + Penalty 3109.559358 = -1510962.461173
  nChanged 77
		SP:Iteration 16Q (127453.850000 sec): 3 clusters
  Score: Raw -1514147.592421 + Penalty 3109.559358 = -1511038.033063
  nChanged 54
		SP:Iteration 17Q (127454.060000 sec): 3 clusters
  Score: Raw -1514188.231692 + Penalty 3109.559358 = -1511078.672334
  nChanged 37
		SP:Iteration 18Q (127454.340000 sec): 3 clusters
  Score: Raw -1514224.572345 + Penalty 3109.559358 = -1511115.012988
  nChanged 27
		SP:Iteration 19Q (127454.550000 sec): 3 clusters
  Score: Raw -1514247.160847 + Penalty 3109.559358 = -1511137.601489
  nChanged 28
		SP:Iteration 20F (127454.770000 sec): 3 clusters
  Score: Raw -1514267.619475 + Penalty 3109.559358 = -1511158.060118
  nChanged 17
		SP:Iteration 21Q (127455.030000 sec): 3 clusters
  Score: Raw -1514276.900417 + Penalty 3109.559358 = -1511167.341059
  nChanged 11
		SP:Iteration 22Q (127455.250000 sec): 3 clusters
  Score: Raw -1514284.397863 + Penalty 3109.559358 = -1511174.838505
  nChanged 12
		SP:Iteration 23Q (127455.530000 sec): 3 clusters
  Score: Raw -1514291.366506 + Penalty 3109.559358 = -1511181.807148
  nChanged 8
		SP:Iteration 24Q (127455.760000 sec): 3 clusters
  Score: Raw -1514296.853391 + Penalty 3109.559358 = -1511187.294033
  nChanged 8
		SP:Iteration 25Q (127456.010000 sec): 3 clusters
  Score: Raw -1514301.750719 + Penalty 3109.559358 = -1511192.191361
  nChanged 7
		SP:Iteration 26Q (127456.250000 sec): 3 clusters
  Score: Raw -1514305.135340 + Penalty 3109.559358 = -1511195.575982
  nChanged 4
		SP:Iteration 27Q (127456.450000 sec): 3 clusters
  Score: Raw -1514309.045887 + Penalty 3109.559358 = -1511199.486529
  nChanged 6
		SP:Iteration 28Q (127456.720000 sec): 3 clusters
  Score: Raw -1514311.665623 + Penalty 3109.559358 = -1511202.106266
  nChanged 5
		SP:Iteration 29Q (127456.940000 sec): 3 clusters
  Score: Raw -1514314.834111 + Penalty 3109.559358 = -1511205.274754
  nChanged 6
		SP:Iteration 30Q (127457.170000 sec): 3 clusters
  Score: Raw -1514320.927330 + Penalty 3109.559358 = -1511211.367972
  nChanged 5
		SP:Iteration 31Q (127457.380000 sec): 3 clusters
  Score: Raw -1514324.020449 + Penalty 3109.559358 = -1511214.461092
  nChanged 1
		SP:Iteration 32Q (127457.660000 sec): 3 clusters
  Score: Raw -1514324.245707 + Penalty 3109.559358 = -1511214.686349
  nChanged 0
		SP:Iteration 33F (127457.900000 sec): 3 clusters
  Score: Raw -1514324.245707 + Penalty 3109.559358 = -1511214.686349
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127458.080000 sec): 2 clusters
  Score: Raw -2221466.465733 + Penalty 1609.738679 = -2219856.727054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127458.330000 sec): 3 clusters
  Score: Raw -2209418.002034 + Penalty 3219.477358 = -2206198.524676
  nChanged 9050
		SP:Iteration 1F (127458.680000 sec): 3 clusters
  Score: Raw -2214199.248359 + Penalty 3219.477358 = -2210979.771001
  nChanged 810
		SP:Iteration 2Q (127458.960000 sec): 3 clusters
  Score: Raw -2214403.270655 + Penalty 3219.477358 = -2211183.793297
  nChanged 677
		SP:Iteration 3Q (127459.220000 sec): 3 clusters
  Score: Raw -2214573.483061 + Penalty 3219.477358 = -2211354.005703
  nChanged 611
		SP:Iteration 4Q (127459.500000 sec): 3 clusters
  Score: Raw -2214709.407595 + Penalty 3219.477358 = -2211489.930238
  nChanged 538
		SP:Iteration 5Q (127459.810000 sec): 3 clusters
  Score: Raw -2214830.186015 + Penalty 3219.477358 = -2211610.708657
  nChanged 469
		SP:Iteration 6Q (127460.100000 sec): 3 clusters
  Score: Raw -2214930.930133 + Penalty 3219.477358 = -2211711.452775
  nChanged 456
		SP:Iteration 7Q (127460.370000 sec): 3 clusters
  Score: Raw -2215032.561549 + Penalty 3219.477358 = -2211813.084191
  nChanged 483
		SP:Iteration 8Q (127460.670000 sec): 3 clusters
  Score: Raw -2215156.267381 + Penalty 3219.477358 = -2211936.790023
  nChanged 553
		SP:Iteration 9Q (127461.030000 sec): 3 clusters
  Score: Raw -2215336.954208 + Penalty 3219.477358 = -2212117.476850
  nChanged 700
		SP:Iteration 10Q (127461.320000 sec): 3 clusters
  Score: Raw -2215623.080601 + Penalty 3219.477358 = -2212403.603243
  nChanged 865
		SP:Iteration 11Q (127461.610000 sec): 3 clusters
  Score: Raw -2216038.591161 + Penalty 3219.477358 = -2212819.113803
  nChanged 1063
		SP:Iteration 12F (127461.900000 sec): 3 clusters
  Score: Raw -2216689.892982 + Penalty 3219.477358 = -2213470.415624
  nChanged 1292
		SP:Iteration 13F (127462.240000 sec): 3 clusters
  Score: Raw -2217652.891472 + Penalty 3219.477358 = -2214433.414114
  nChanged 1340
		SP:Iteration 14F (127462.480000 sec): 3 clusters
  Score: Raw -2218839.273765 + Penalty 3219.477358 = -2215619.796407
  nChanged 1287
		SP:Iteration 15F (127462.740000 sec): 3 clusters
  Score: Raw -2220058.245766 + Penalty 3219.477358 = -2216838.768408
  nChanged 873
		SP:Iteration 16Q (127463.020000 sec): 3 clusters
  Score: Raw -2220874.943081 + Penalty 3219.477358 = -2217655.465723
  nChanged 408
		SP:Iteration 17Q (127463.360000 sec): 3 clusters
  Score: Raw -2221280.271491 + Penalty 3219.477358 = -2218060.794133
  nChanged 157
		SP:Iteration 18Q (127463.590000 sec): 3 clusters
  Score: Raw -2221444.638777 + Penalty 3219.477358 = -2218225.161419
  nChanged 77
		SP:Iteration 19Q (127463.840000 sec): 3 clusters
  Score: Raw -2221528.106254 + Penalty 3219.477358 = -2218308.628896
  nChanged 40
		SP:Iteration 20F (127464.120000 sec): 3 clusters
  Score: Raw -2221579.664351 + Penalty 3219.477358 = -2218360.186993
  nChanged 26
		SP:Iteration 21Q (127464.420000 sec): 3 clusters
  Score: Raw -2221617.073679 + Penalty 3219.477358 = -2218397.596321
  nChanged 16
		SP:Iteration 22Q (127464.670000 sec): 3 clusters
  Score: Raw -2221636.156896 + Penalty 3219.477358 = -2218416.679538
  nChanged 13
		SP:Iteration 23Q (127464.890000 sec): 3 clusters
  Score: Raw -2221649.014720 + Penalty 3219.477358 = -2218429.537362
  nChanged 8
		SP:Iteration 24Q (127465.120000 sec): 3 clusters
  Score: Raw -2221659.304906 + Penalty 3219.477358 = -2218439.827548
  nChanged 2
		SP:Iteration 25Q (127465.400000 sec): 3 clusters
  Score: Raw -2221660.436872 + Penalty 3219.477358 = -2218440.959514
  nChanged 0
		SP:Iteration 26F (127465.700000 sec): 3 clusters
  Score: Raw -2221660.436872 + Penalty 3219.477358 = -2218440.959514
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127465.790000 sec): 2 clusters
  Score: Raw -402964.068798 + Penalty 1354.935810 = -401609.132987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127466.020000 sec): 3 clusters
  Score: Raw -400893.920191 + Penalty 2709.871621 = -398184.048570
  nChanged 1692
		SP:Iteration 1F (127466.200000 sec): 3 clusters
  Score: Raw -402004.259405 + Penalty 2709.871621 = -399294.387784
  nChanged 373
		SP:Iteration 2F (127466.370000 sec): 3 clusters
  Score: Raw -402293.090758 + Penalty 2709.871621 = -399583.219137
  nChanged 287
		SP:Iteration 3F (127466.560000 sec): 3 clusters
  Score: Raw -402527.717484 + Penalty 2709.871621 = -399817.845863
  nChanged 247
		SP:Iteration 4F (127466.740000 sec): 3 clusters
  Score: Raw -402723.993651 + Penalty 2709.871621 = -400014.122030
  nChanged 207
		SP:Iteration 5Q (127466.900000 sec): 3 clusters
  Score: Raw -402877.076860 + Penalty 2709.871621 = -400167.205239
  nChanged 165
		SP:Iteration 6Q (127467.100000 sec): 3 clusters
  Score: Raw -403006.630256 + Penalty 2709.871621 = -400296.758635
  nChanged 149
		SP:Iteration 7Q (127467.290000 sec): 3 clusters
  Score: Raw -403125.532444 + Penalty 2709.871621 = -400415.660824
  nChanged 128
		SP:Iteration 8Q (127467.500000 sec): 3 clusters
  Score: Raw -403239.051408 + Penalty 2709.871621 = -400529.179787
  nChanged 109
		SP:Iteration 9Q (127467.690000 sec): 3 clusters
  Score: Raw -403325.860598 + Penalty 2709.871621 = -400615.988977
  nChanged 87
		SP:Iteration 10Q (127467.880000 sec): 3 clusters
  Score: Raw -403389.261206 + Penalty 2709.871621 = -400679.389585
  nChanged 69
		SP:Iteration 11Q (127468.080000 sec): 3 clusters
  Score: Raw -403442.931624 + Penalty 2709.871621 = -400733.060004
  nChanged 54
		SP:Iteration 12Q (127468.250000 sec): 3 clusters
  Score: Raw -403479.086483 + Penalty 2709.871621 = -400769.214862
  nChanged 42
		SP:Iteration 13Q (127468.450000 sec): 3 clusters
  Score: Raw -403504.897958 + Penalty 2709.871621 = -400795.026337
  nChanged 37
		SP:Iteration 14Q (127468.650000 sec): 3 clusters
  Score: Raw -403532.229988 + Penalty 2709.871621 = -400822.358367
  nChanged 28
		SP:Iteration 15Q (127468.910000 sec): 3 clusters
  Score: Raw -403551.410605 + Penalty 2709.871621 = -400841.538984
  nChanged 26
		SP:Iteration 16Q (127469.070000 sec): 3 clusters
  Score: Raw -403572.186606 + Penalty 2709.871621 = -400862.314985
  nChanged 31
		SP:Iteration 17Q (127469.280000 sec): 3 clusters
  Score: Raw -403590.461166 + Penalty 2709.871621 = -400880.589545
  nChanged 29
		SP:Iteration 18Q (127469.460000 sec): 3 clusters
  Score: Raw -403618.189868 + Penalty 2709.871621 = -400908.318247
  nChanged 32
		SP:Iteration 19Q (127469.640000 sec): 3 clusters
  Score: Raw -403641.790198 + Penalty 2709.871621 = -400931.918577
  nChanged 33
		SP:Iteration 20F (127469.810000 sec): 3 clusters
  Score: Raw -403662.921666 + Penalty 2709.871621 = -400953.050045
  nChanged 15
		SP:Iteration 21Q (127470.010000 sec): 3 clusters
  Score: Raw -403669.148784 + Penalty 2709.871621 = -400959.277163
  nChanged 11
		SP:Iteration 22Q (127470.240000 sec): 3 clusters
  Score: Raw -403674.954211 + Penalty 2709.871621 = -400965.082590
  nChanged 17
		SP:Iteration 23Q (127470.380000 sec): 3 clusters
  Score: Raw -403688.596115 + Penalty 2709.871621 = -400978.724494
  nChanged 20
		SP:Iteration 24Q (127470.580000 sec): 3 clusters
  Score: Raw -403701.268660 + Penalty 2709.871621 = -400991.397039
  nChanged 18
		SP:Iteration 25Q (127470.780000 sec): 3 clusters
  Score: Raw -403708.753908 + Penalty 2709.871621 = -400998.882288
  nChanged 13
		SP:Iteration 26Q (127470.980000 sec): 3 clusters
  Score: Raw -403715.650816 + Penalty 2709.871621 = -401005.779195
  nChanged 20
		SP:Iteration 27Q (127471.180000 sec): 3 clusters
  Score: Raw -403729.054210 + Penalty 2709.871621 = -401019.182589
  nChanged 18
		SP:Iteration 28Q (127471.400000 sec): 3 clusters
  Score: Raw -403738.157683 + Penalty 2709.871621 = -401028.286062
  nChanged 12
		SP:Iteration 29Q (127471.590000 sec): 3 clusters
  Score: Raw -403743.484173 + Penalty 2709.871621 = -401033.612552
  nChanged 13
		SP:Iteration 30Q (127471.810000 sec): 3 clusters
  Score: Raw -403750.528185 + Penalty 2709.871621 = -401040.656564
  nChanged 15
		SP:Iteration 31Q (127472.030000 sec): 3 clusters
  Score: Raw -403755.207807 + Penalty 2709.871621 = -401045.336186
  nChanged 11
		SP:Iteration 32Q (127472.210000 sec): 3 clusters
  Score: Raw -403760.522882 + Penalty 2709.871621 = -401050.651261
  nChanged 14
		SP:Iteration 33Q (127472.410000 sec): 3 clusters
  Score: Raw -403765.664278 + Penalty 2709.871621 = -401055.792657
  nChanged 13
		SP:Iteration 34Q (127472.590000 sec): 3 clusters
  Score: Raw -403769.285252 + Penalty 2709.871621 = -401059.413631
  nChanged 7
		SP:Iteration 35Q (127472.820000 sec): 3 clusters
  Score: Raw -403770.704458 + Penalty 2709.871621 = -401060.832838
  nChanged 3
		SP:Iteration 36Q (127472.960000 sec): 3 clusters
  Score: Raw -403771.181779 + Penalty 2709.871621 = -401061.310158
  nChanged 1
		SP:Iteration 37Q (127473.170000 sec): 3 clusters
  Score: Raw -403771.723271 + Penalty 2709.871621 = -401061.851650
  nChanged 1
		SP:Iteration 38Q (127473.350000 sec): 3 clusters
  Score: Raw -403771.993715 + Penalty 2709.871621 = -401062.122094
  nChanged 0
		SP:Iteration 39F (127473.540000 sec): 3 clusters
  Score: Raw -403771.993715 + Penalty 2709.871621 = -401062.122094
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127473.680000 sec): 2 clusters
  Score: Raw -1204430.767552 + Penalty 1517.014542 = -1202913.753011
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127473.880000 sec): 3 clusters
  Score: Raw -1197867.247366 + Penalty 3034.029083 = -1194833.218282
  nChanged 4978
		SP:Iteration 1F (127474.090000 sec): 3 clusters
  Score: Raw -1200702.991446 + Penalty 3034.029083 = -1197668.962363
  nChanged 740
		SP:Iteration 2F (127474.330000 sec): 3 clusters
  Score: Raw -1201085.524180 + Penalty 3034.029083 = -1198051.495096
  nChanged 630
		SP:Iteration 3F (127474.510000 sec): 3 clusters
  Score: Raw -1201407.471198 + Penalty 3034.029083 = -1198373.442114
  nChanged 595
		SP:Iteration 4F (127474.730000 sec): 3 clusters
  Score: Raw -1201757.540758 + Penalty 3034.029083 = -1198723.511675
  nChanged 619
		SP:Iteration 5F (127474.970000 sec): 3 clusters
  Score: Raw -1202186.207591 + Penalty 3034.029083 = -1199152.178508
  nChanged 659
		SP:Iteration 6F (127475.200000 sec): 3 clusters
  Score: Raw -1202720.308765 + Penalty 3034.029083 = -1199686.279682
  nChanged 666
		SP:Iteration 7F (127475.400000 sec): 3 clusters
  Score: Raw -1203273.367227 + Penalty 3034.029083 = -1200239.338143
  nChanged 657
		SP:Iteration 8F (127475.600000 sec): 3 clusters
  Score: Raw -1203775.501787 + Penalty 3034.029083 = -1200741.472703
  nChanged 560
		SP:Iteration 9Q (127475.830000 sec): 3 clusters
  Score: Raw -1204158.056455 + Penalty 3034.029083 = -1201124.027371
  nChanged 427
		SP:Iteration 10Q (127475.960000 sec): 3 clusters
  Score: Raw -1204444.935710 + Penalty 3034.029083 = -1201410.906626
  nChanged 376
		SP:Iteration 11Q (127476.210000 sec): 3 clusters
  Score: Raw -1204680.182178 + Penalty 3034.029083 = -1201646.153094
  nChanged 316
		SP:Iteration 12Q (127476.410000 sec): 3 clusters
  Score: Raw -1204859.076848 + Penalty 3034.029083 = -1201825.047765
  nChanged 275
		SP:Iteration 13Q (127476.630000 sec): 3 clusters
  Score: Raw -1205016.422932 + Penalty 3034.029083 = -1201982.393848
  nChanged 246
		SP:Iteration 14Q (127476.850000 sec): 3 clusters
  Score: Raw -1205153.656461 + Penalty 3034.029083 = -1202119.627378
  nChanged 221
		SP:Iteration 15Q (127477.100000 sec): 3 clusters
  Score: Raw -1205257.654433 + Penalty 3034.029083 = -1202223.625350
  nChanged 156
		SP:Iteration 16Q (127477.320000 sec): 3 clusters
  Score: Raw -1205322.360813 + Penalty 3034.029083 = -1202288.331730
  nChanged 145
		SP:Iteration 17Q (127477.540000 sec): 3 clusters
  Score: Raw -1205368.381615 + Penalty 3034.029083 = -1202334.352532
  nChanged 119
		SP:Iteration 18Q (127477.730000 sec): 3 clusters
  Score: Raw -1205402.982252 + Penalty 3034.029083 = -1202368.953169
  nChanged 85
		SP:Iteration 19Q (127478.000000 sec): 3 clusters
  Score: Raw -1205424.826628 + Penalty 3034.029083 = -1202390.797545
  nChanged 76
		SP:Iteration 20F (127478.250000 sec): 3 clusters
  Score: Raw -1205446.667161 + Penalty 3034.029083 = -1202412.638077
  nChanged 67
		SP:Iteration 21Q (127478.490000 sec): 3 clusters
  Score: Raw -1205462.530995 + Penalty 3034.029083 = -1202428.501911
  nChanged 57
		SP:Iteration 22Q (127478.680000 sec): 3 clusters
  Score: Raw -1205476.087498 + Penalty 3034.029083 = -1202442.058415
  nChanged 53
		SP:Iteration 23Q (127478.930000 sec): 3 clusters
  Score: Raw -1205489.345487 + Penalty 3034.029083 = -1202455.316404
  nChanged 53
		SP:Iteration 24Q (127479.160000 sec): 3 clusters
  Score: Raw -1205499.115985 + Penalty 3034.029083 = -1202465.086901
  nChanged 49
		SP:Iteration 25Q (127479.420000 sec): 3 clusters
  Score: Raw -1205507.708127 + Penalty 3034.029083 = -1202473.679044
  nChanged 43
		SP:Iteration 26Q (127479.680000 sec): 3 clusters
  Score: Raw -1205515.697691 + Penalty 3034.029083 = -1202481.668607
  nChanged 39
		SP:Iteration 27Q (127479.940000 sec): 3 clusters
  Score: Raw -1205523.625413 + Penalty 3034.029083 = -1202489.596329
  nChanged 51
		SP:Iteration 28Q (127480.170000 sec): 3 clusters
  Score: Raw -1205534.586731 + Penalty 3034.029083 = -1202500.557648
  nChanged 49
		SP:Iteration 29Q (127480.360000 sec): 3 clusters
  Score: Raw -1205546.380220 + Penalty 3034.029083 = -1202512.351137
  nChanged 48
		SP:Iteration 30Q (127480.550000 sec): 3 clusters
  Score: Raw -1205557.415055 + Penalty 3034.029083 = -1202523.385972
  nChanged 40
		SP:Iteration 31Q (127480.790000 sec): 3 clusters
  Score: Raw -1205564.408094 + Penalty 3034.029083 = -1202530.379011
  nChanged 30
		SP:Iteration 32Q (127480.960000 sec): 3 clusters
  Score: Raw -1205569.824053 + Penalty 3034.029083 = -1202535.794970
  nChanged 34
		SP:Iteration 33Q (127481.240000 sec): 3 clusters
  Score: Raw -1205575.537680 + Penalty 3034.029083 = -1202541.508597
  nChanged 24
		SP:Iteration 34Q (127481.480000 sec): 3 clusters
  Score: Raw -1205579.498092 + Penalty 3034.029083 = -1202545.469009
  nChanged 26
		SP:Iteration 35Q (127481.740000 sec): 3 clusters
  Score: Raw -1205583.671887 + Penalty 3034.029083 = -1202549.642804
  nChanged 19
		SP:Iteration 36Q (127481.940000 sec): 3 clusters
  Score: Raw -1205586.398154 + Penalty 3034.029083 = -1202552.369071
  nChanged 23
		SP:Iteration 37Q (127482.190000 sec): 3 clusters
  Score: Raw -1205589.521175 + Penalty 3034.029083 = -1202555.492092
  nChanged 22
		SP:Iteration 38Q (127482.410000 sec): 3 clusters
  Score: Raw -1205592.159762 + Penalty 3034.029083 = -1202558.130679
  nChanged 13
		SP:Iteration 39Q (127482.590000 sec): 3 clusters
  Score: Raw -1205593.755784 + Penalty 3034.029083 = -1202559.726700
  nChanged 16
		SP:Iteration 40F (127482.810000 sec): 3 clusters
  Score: Raw -1205595.674194 + Penalty 3034.029083 = -1202561.645111
  nChanged 10
		SP:Iteration 41Q (127483.060000 sec): 3 clusters
  Score: Raw -1205596.835369 + Penalty 3034.029083 = -1202562.806286
  nChanged 13
		SP:Iteration 42Q (127483.240000 sec): 3 clusters
  Score: Raw -1205598.361561 + Penalty 3034.029083 = -1202564.332478
  nChanged 11
		SP:Iteration 43Q (127483.500000 sec): 3 clusters
  Score: Raw -1205599.668911 + Penalty 3034.029083 = -1202565.639827
  nChanged 10
		SP:Iteration 44Q (127483.720000 sec): 3 clusters
  Score: Raw -1205600.573377 + Penalty 3034.029083 = -1202566.544293
  nChanged 6
		SP:Iteration 45Q (127483.930000 sec): 3 clusters
  Score: Raw -1205601.313026 + Penalty 3034.029083 = -1202567.283942
  nChanged 7
		SP:Iteration 46Q (127484.150000 sec): 3 clusters
  Score: Raw -1205601.830633 + Penalty 3034.029083 = -1202567.801550
  nChanged 5
		SP:Iteration 47Q (127484.360000 sec): 3 clusters
  Score: Raw -1205602.367729 + Penalty 3034.029083 = -1202568.338645
  nChanged 5
		SP:Iteration 48Q (127484.570000 sec): 3 clusters
  Score: Raw -1205602.731899 + Penalty 3034.029083 = -1202568.702816
  nChanged 2
		SP:Iteration 49Q (127484.800000 sec): 3 clusters
  Score: Raw -1205603.031142 + Penalty 3034.029083 = -1202569.002059
  nChanged 1
		SP:Iteration 50Q (127485.060000 sec): 3 clusters
  Score: Raw -1205603.118419 + Penalty 3034.029083 = -1202569.089336
  nChanged 3
		SP:Iteration 51Q (127485.260000 sec): 3 clusters
  Score: Raw -1205603.315460 + Penalty 3034.029083 = -1202569.286376
  nChanged 3
		SP:Iteration 52Q (127485.470000 sec): 3 clusters
  Score: Raw -1205603.522785 + Penalty 3034.029083 = -1202569.493702
  nChanged 0
		SP:Iteration 53F (127485.680000 sec): 3 clusters
  Score: Raw -1205603.522785 + Penalty 3034.029083 = -1202569.493702
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127485.810000 sec): 2 clusters
  Score: Raw -491240.652372 + Penalty 1365.253150 = -489875.399222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127486.050000 sec): 3 clusters
  Score: Raw -488988.896301 + Penalty 2730.506301 = -486258.390001
  nChanged 1772
		SP:Iteration 1F (127486.220000 sec): 3 clusters
  Score: Raw -489914.563501 + Penalty 2730.506301 = -487184.057200
  nChanged 302
		SP:Iteration 2F (127486.410000 sec): 3 clusters
  Score: Raw -490061.323978 + Penalty 2730.506301 = -487330.817678
  nChanged 206
		SP:Iteration 3Q (127486.580000 sec): 3 clusters
  Score: Raw -490167.800658 + Penalty 2730.506301 = -487437.294357
  nChanged 188
		SP:Iteration 4Q (127486.790000 sec): 3 clusters
  Score: Raw -490256.071610 + Penalty 2730.506301 = -487525.565310
  nChanged 132
		SP:Iteration 5Q (127487.020000 sec): 3 clusters
  Score: Raw -490316.332042 + Penalty 2730.506301 = -487585.825742
  nChanged 114
		SP:Iteration 6Q (127487.200000 sec): 3 clusters
  Score: Raw -490369.502321 + Penalty 2730.506301 = -487638.996020
  nChanged 128
		SP:Iteration 7Q (127487.370000 sec): 3 clusters
  Score: Raw -490418.030573 + Penalty 2730.506301 = -487687.524273
  nChanged 113
		SP:Iteration 8Q (127487.560000 sec): 3 clusters
  Score: Raw -490466.194098 + Penalty 2730.506301 = -487735.687797
  nChanged 106
		SP:Iteration 9Q (127487.730000 sec): 3 clusters
  Score: Raw -490509.825771 + Penalty 2730.506301 = -487779.319471
  nChanged 96
		SP:Iteration 10Q (127487.930000 sec): 3 clusters
  Score: Raw -490544.985438 + Penalty 2730.506301 = -487814.479138
  nChanged 80
		SP:Iteration 11Q (127488.140000 sec): 3 clusters
  Score: Raw -490570.748821 + Penalty 2730.506301 = -487840.242521
  nChanged 76
		SP:Iteration 12Q (127488.350000 sec): 3 clusters
  Score: Raw -490595.919376 + Penalty 2730.506301 = -487865.413075
  nChanged 74
		SP:Iteration 13Q (127488.550000 sec): 3 clusters
  Score: Raw -490621.753415 + Penalty 2730.506301 = -487891.247114
  nChanged 79
		SP:Iteration 14Q (127488.750000 sec): 3 clusters
  Score: Raw -490652.171583 + Penalty 2730.506301 = -487921.665282
  nChanged 65
		SP:Iteration 15Q (127488.980000 sec): 3 clusters
  Score: Raw -490677.024646 + Penalty 2730.506301 = -487946.518345
  nChanged 64
		SP:Iteration 16Q (127489.200000 sec): 3 clusters
  Score: Raw -490703.698477 + Penalty 2730.506301 = -487973.192176
  nChanged 67
		SP:Iteration 17Q (127489.360000 sec): 3 clusters
  Score: Raw -490730.707494 + Penalty 2730.506301 = -488000.201193
  nChanged 69
		SP:Iteration 18Q (127489.630000 sec): 3 clusters
  Score: Raw -490760.588488 + Penalty 2730.506301 = -488030.082188
  nChanged 71
		SP:Iteration 19Q (127489.840000 sec): 3 clusters
  Score: Raw -490796.997565 + Penalty 2730.506301 = -488066.491265
  nChanged 71
		SP:Iteration 20F (127490.030000 sec): 3 clusters
  Score: Raw -490836.573877 + Penalty 2730.506301 = -488106.067576
  nChanged 87
		SP:Iteration 21Q (127490.230000 sec): 3 clusters
  Score: Raw -490879.446746 + Penalty 2730.506301 = -488148.940445
  nChanged 67
		SP:Iteration 22Q (127490.450000 sec): 3 clusters
  Score: Raw -490916.725671 + Penalty 2730.506301 = -488186.219371
  nChanged 70
		SP:Iteration 23Q (127490.670000 sec): 3 clusters
  Score: Raw -490954.375092 + Penalty 2730.506301 = -488223.868792
  nChanged 56
		SP:Iteration 24Q (127490.910000 sec): 3 clusters
  Score: Raw -490983.696118 + Penalty 2730.506301 = -488253.189817
  nChanged 62
		SP:Iteration 25Q (127491.090000 sec): 3 clusters
  Score: Raw -491020.173196 + Penalty 2730.506301 = -488289.666895
  nChanged 52
		SP:Iteration 26Q (127491.330000 sec): 3 clusters
  Score: Raw -491051.940012 + Penalty 2730.506301 = -488321.433711
  nChanged 63
		SP:Iteration 27Q (127491.490000 sec): 3 clusters
  Score: Raw -491101.205753 + Penalty 2730.506301 = -488370.699452
  nChanged 72
		SP:Iteration 28Q (127491.720000 sec): 3 clusters
  Score: Raw -491155.862660 + Penalty 2730.506301 = -488425.356359
  nChanged 61
		SP:Iteration 29Q (127491.870000 sec): 3 clusters
  Score: Raw -491193.670103 + Penalty 2730.506301 = -488463.163803
  nChanged 48
		SP:Iteration 30Q (127492.120000 sec): 3 clusters
  Score: Raw -491222.610432 + Penalty 2730.506301 = -488492.104131
  nChanged 51
		SP:Iteration 31Q (127492.340000 sec): 3 clusters
  Score: Raw -491250.483883 + Penalty 2730.506301 = -488519.977583
  nChanged 31
		SP:Iteration 32Q (127492.510000 sec): 3 clusters
  Score: Raw -491262.854153 + Penalty 2730.506301 = -488532.347852
  nChanged 19
		SP:Iteration 33Q (127492.720000 sec): 3 clusters
  Score: Raw -491270.262668 + Penalty 2730.506301 = -488539.756367
  nChanged 14
		SP:Iteration 34Q (127492.960000 sec): 3 clusters
  Score: Raw -491275.767039 + Penalty 2730.506301 = -488545.260738
  nChanged 10
		SP:Iteration 35Q (127493.130000 sec): 3 clusters
  Score: Raw -491280.192010 + Penalty 2730.506301 = -488549.685709
  nChanged 8
		SP:Iteration 36Q (127493.350000 sec): 3 clusters
  Score: Raw -491282.660176 + Penalty 2730.506301 = -488552.153875
  nChanged 6
		SP:Iteration 37Q (127493.570000 sec): 3 clusters
  Score: Raw -491284.965333 + Penalty 2730.506301 = -488554.459032
  nChanged 4
		SP:Iteration 38Q (127493.780000 sec): 3 clusters
  Score: Raw -491286.443213 + Penalty 2730.506301 = -488555.936912
  nChanged 4
		SP:Iteration 39Q (127493.970000 sec): 3 clusters
  Score: Raw -491288.185031 + Penalty 2730.506301 = -488557.678730
  nChanged 6
		SP:Iteration 40F (127494.150000 sec): 3 clusters
  Score: Raw -491289.976331 + Penalty 2730.506301 = -488559.470030
  nChanged 5
		SP:Iteration 41Q (127494.330000 sec): 3 clusters
  Score: Raw -491291.645988 + Penalty 2730.506301 = -488561.139687
  nChanged 8
		SP:Iteration 42Q (127494.530000 sec): 3 clusters
  Score: Raw -491295.062360 + Penalty 2730.506301 = -488564.556059
  nChanged 5
		SP:Iteration 43Q (127494.750000 sec): 3 clusters
  Score: Raw -491296.309544 + Penalty 2730.506301 = -488565.803244
  nChanged 2
		SP:Iteration 44Q (127494.950000 sec): 3 clusters
  Score: Raw -491297.166773 + Penalty 2730.506301 = -488566.660472
  nChanged 6
		SP:Iteration 45Q (127495.170000 sec): 3 clusters
  Score: Raw -491299.175649 + Penalty 2730.506301 = -488568.669348
  nChanged 2
		SP:Iteration 46Q (127495.360000 sec): 3 clusters
  Score: Raw -491300.226734 + Penalty 2730.506301 = -488569.720433
  nChanged 4
		SP:Iteration 47Q (127495.550000 sec): 3 clusters
  Score: Raw -491301.633025 + Penalty 2730.506301 = -488571.126724
  nChanged 3
		SP:Iteration 48Q (127495.720000 sec): 3 clusters
  Score: Raw -491302.374248 + Penalty 2730.506301 = -488571.867948
  nChanged 2
		SP:Iteration 49Q (127495.910000 sec): 3 clusters
  Score: Raw -491302.693010 + Penalty 2730.506301 = -488572.186710
  nChanged 1
		SP:Iteration 50Q (127496.100000 sec): 3 clusters
  Score: Raw -491302.960484 + Penalty 2730.506301 = -488572.454183
  nChanged 1
		SP:Iteration 51Q (127496.310000 sec): 3 clusters
  Score: Raw -491303.135472 + Penalty 2730.506301 = -488572.629171
  nChanged 0
		SP:Iteration 52F (127496.480000 sec): 3 clusters
  Score: Raw -491303.135472 + Penalty 2730.506301 = -488572.629171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127496.580000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127496.810000 sec): 3 clusters
  Score: Raw -428552.129641 + Penalty 2689.248883 = -425862.880758
  nChanged 1497
		SP:Iteration 1F (127496.990000 sec): 3 clusters
  Score: Raw -429337.631688 + Penalty 2689.248883 = -426648.382806
  nChanged 267
		SP:Iteration 2F (127497.200000 sec): 3 clusters
  Score: Raw -429462.756858 + Penalty 2689.248883 = -426773.507976
  nChanged 163
		SP:Iteration 3Q (127497.360000 sec): 3 clusters
  Score: Raw -429537.373091 + Penalty 2689.248883 = -426848.124208
  nChanged 128
		SP:Iteration 4Q (127497.580000 sec): 3 clusters
  Score: Raw -429583.869256 + Penalty 2689.248883 = -426894.620373
  nChanged 104
		SP:Iteration 5Q (127497.770000 sec): 3 clusters
  Score: Raw -429628.598122 + Penalty 2689.248883 = -426939.349240
  nChanged 95
		SP:Iteration 6Q (127497.970000 sec): 3 clusters
  Score: Raw -429666.760294 + Penalty 2689.248883 = -426977.511412
  nChanged 79
		SP:Iteration 7Q (127498.150000 sec): 3 clusters
  Score: Raw -429697.158364 + Penalty 2689.248883 = -427007.909481
  nChanged 71
		SP:Iteration 8Q (127498.360000 sec): 3 clusters
  Score: Raw -429730.831241 + Penalty 2689.248883 = -427041.582359
  nChanged 72
		SP:Iteration 9Q (127498.600000 sec): 3 clusters
  Score: Raw -429761.535492 + Penalty 2689.248883 = -427072.286609
  nChanged 56
		SP:Iteration 10Q (127498.830000 sec): 3 clusters
  Score: Raw -429784.272950 + Penalty 2689.248883 = -427095.024067
  nChanged 54
		SP:Iteration 11Q (127499.050000 sec): 3 clusters
  Score: Raw -429806.882289 + Penalty 2689.248883 = -427117.633406
  nChanged 55
		SP:Iteration 12Q (127499.270000 sec): 3 clusters
  Score: Raw -429832.092957 + Penalty 2689.248883 = -427142.844075
  nChanged 48
		SP:Iteration 13Q (127499.470000 sec): 3 clusters
  Score: Raw -429851.369680 + Penalty 2689.248883 = -427162.120797
  nChanged 46
		SP:Iteration 14Q (127499.650000 sec): 3 clusters
  Score: Raw -429870.830200 + Penalty 2689.248883 = -427181.581318
  nChanged 40
		SP:Iteration 15Q (127499.820000 sec): 3 clusters
  Score: Raw -429886.950133 + Penalty 2689.248883 = -427197.701251
  nChanged 43
		SP:Iteration 16Q (127500.060000 sec): 3 clusters
  Score: Raw -429903.490697 + Penalty 2689.248883 = -427214.241815
  nChanged 49
		SP:Iteration 17Q (127500.280000 sec): 3 clusters
  Score: Raw -429923.575103 + Penalty 2689.248883 = -427234.326221
  nChanged 59
		SP:Iteration 18Q (127500.470000 sec): 3 clusters
  Score: Raw -429953.218822 + Penalty 2689.248883 = -427263.969939
  nChanged 73
		SP:Iteration 19Q (127500.690000 sec): 3 clusters
  Score: Raw -429989.497778 + Penalty 2689.248883 = -427300.248896
  nChanged 66
		SP:Iteration 20F (127500.900000 sec): 3 clusters
  Score: Raw -430028.466506 + Penalty 2689.248883 = -427339.217624
  nChanged 78
		SP:Iteration 21Q (127501.100000 sec): 3 clusters
  Score: Raw -430079.327556 + Penalty 2689.248883 = -427390.078673
  nChanged 87
		SP:Iteration 22Q (127501.310000 sec): 3 clusters
  Score: Raw -430134.676982 + Penalty 2689.248883 = -427445.428099
  nChanged 93
		SP:Iteration 23Q (127501.510000 sec): 3 clusters
  Score: Raw -430192.099249 + Penalty 2689.248883 = -427502.850366
  nChanged 85
		SP:Iteration 24Q (127501.670000 sec): 3 clusters
  Score: Raw -430247.114229 + Penalty 2689.248883 = -427557.865346
  nChanged 66
		SP:Iteration 25Q (127501.910000 sec): 3 clusters
  Score: Raw -430287.031729 + Penalty 2689.248883 = -427597.782846
  nChanged 57
		SP:Iteration 26Q (127502.150000 sec): 3 clusters
  Score: Raw -430322.884766 + Penalty 2689.248883 = -427633.635883
  nChanged 53
		SP:Iteration 27Q (127502.340000 sec): 3 clusters
  Score: Raw -430358.071396 + Penalty 2689.248883 = -427668.822513
  nChanged 54
		SP:Iteration 28Q (127502.530000 sec): 3 clusters
  Score: Raw -430397.308191 + Penalty 2689.248883 = -427708.059308
  nChanged 43
		SP:Iteration 29Q (127502.720000 sec): 3 clusters
  Score: Raw -430426.197125 + Penalty 2689.248883 = -427736.948242
  nChanged 31
		SP:Iteration 30Q (127502.960000 sec): 3 clusters
  Score: Raw -430451.916525 + Penalty 2689.248883 = -427762.667642
  nChanged 26
		SP:Iteration 31Q (127503.220000 sec): 3 clusters
  Score: Raw -430474.101485 + Penalty 2689.248883 = -427784.852603
  nChanged 25
		SP:Iteration 32Q (127503.440000 sec): 3 clusters
  Score: Raw -430497.089050 + Penalty 2689.248883 = -427807.840167
  nChanged 30
		SP:Iteration 33Q (127503.670000 sec): 3 clusters
  Score: Raw -430528.005643 + Penalty 2689.248883 = -427838.756760
  nChanged 33
		SP:Iteration 34Q (127503.910000 sec): 3 clusters
  Score: Raw -430563.190936 + Penalty 2689.248883 = -427873.942053
  nChanged 25
		SP:Iteration 35Q (127504.090000 sec): 3 clusters
  Score: Raw -430582.272638 + Penalty 2689.248883 = -427893.023755
  nChanged 16
		SP:Iteration 36Q (127504.310000 sec): 3 clusters
  Score: Raw -430593.749683 + Penalty 2689.248883 = -427904.500801
  nChanged 14
		SP:Iteration 37Q (127504.520000 sec): 3 clusters
  Score: Raw -430605.036356 + Penalty 2689.248883 = -427915.787473
  nChanged 10
		SP:Iteration 38Q (127504.760000 sec): 3 clusters
  Score: Raw -430611.389848 + Penalty 2689.248883 = -427922.140965
  nChanged 4
		SP:Iteration 39Q (127505.040000 sec): 3 clusters
  Score: Raw -430613.834109 + Penalty 2689.248883 = -427924.585227
  nChanged 2
		SP:Iteration 40F (127505.240000 sec): 3 clusters
  Score: Raw -430615.363979 + Penalty 2689.248883 = -427926.115096
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (39537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127505.550000 sec): 2 clusters
  Score: Raw -4006837.162151 + Penalty 1720.061236 = -4005117.100915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127506.000000 sec): 3 clusters
  Score: Raw -3982021.527851 + Penalty 3440.122472 = -3978581.405379
  nChanged 18407
		SP:Iteration 1F (127506.360000 sec): 3 clusters
  Score: Raw -3992870.081039 + Penalty 3440.122472 = -3989429.958567
  nChanged 2361
		SP:Iteration 2F (127506.770000 sec): 3 clusters
  Score: Raw -3994035.858107 + Penalty 3440.122472 = -3990595.735636
  nChanged 2672
		SP:Iteration 3F (127507.100000 sec): 3 clusters
  Score: Raw -3995710.232048 + Penalty 3440.122472 = -3992270.109576
  nChanged 3038
		SP:Iteration 4F (127507.450000 sec): 3 clusters
  Score: Raw -3998019.439141 + Penalty 3440.122472 = -3994579.316669
  nChanged 3117
		SP:Iteration 5F (127507.790000 sec): 3 clusters
  Score: Raw -4000605.371280 + Penalty 3440.122472 = -3997165.248808
  nChanged 2671
		SP:Iteration 6F (127508.150000 sec): 3 clusters
  Score: Raw -4002967.735916 + Penalty 3440.122472 = -3999527.613444
  nChanged 2064
		SP:Iteration 7F (127508.490000 sec): 3 clusters
  Score: Raw -4004782.067492 + Penalty 3440.122472 = -4001341.945020
  nChanged 1328
		SP:Iteration 8Q (127508.890000 sec): 3 clusters
  Score: Raw -4005878.593225 + Penalty 3440.122472 = -4002438.470753
  nChanged 805
		SP:Iteration 9Q (127509.240000 sec): 3 clusters
  Score: Raw -4006498.382490 + Penalty 3440.122472 = -4003058.260018
  nChanged 495
		SP:Iteration 10Q (127509.550000 sec): 3 clusters
  Score: Raw -4006819.832979 + Penalty 3440.122472 = -4003379.710507
  nChanged 323
		SP:Iteration 11Q (127509.890000 sec): 3 clusters
  Score: Raw -4007011.694330 + Penalty 3440.122472 = -4003571.571858
  nChanged 186
		SP:Iteration 12Q (127510.210000 sec): 3 clusters
  Score: Raw -4007110.761540 + Penalty 3440.122472 = -4003670.639068
  nChanged 121
		SP:Iteration 13Q (127510.530000 sec): 3 clusters
  Score: Raw -4007174.517811 + Penalty 3440.122472 = -4003734.395340
  nChanged 93
		SP:Iteration 14Q (127510.850000 sec): 3 clusters
  Score: Raw -4007221.712947 + Penalty 3440.122472 = -4003781.590475
  nChanged 76
		SP:Iteration 15Q (127511.140000 sec): 3 clusters
  Score: Raw -4007259.741310 + Penalty 3440.122472 = -4003819.618838
  nChanged 60
		SP:Iteration 16Q (127511.470000 sec): 3 clusters
  Score: Raw -4007289.968819 + Penalty 3440.122472 = -4003849.846347
  nChanged 39
		SP:Iteration 17Q (127511.770000 sec): 3 clusters
  Score: Raw -4007309.728715 + Penalty 3440.122472 = -4003869.606243
  nChanged 34
		SP:Iteration 18Q (127512.110000 sec): 3 clusters
  Score: Raw -4007327.062033 + Penalty 3440.122472 = -4003886.939562
  nChanged 30
		SP:Iteration 19Q (127512.490000 sec): 3 clusters
  Score: Raw -4007339.967147 + Penalty 3440.122472 = -4003899.844675
  nChanged 26
		SP:Iteration 20F (127512.910000 sec): 3 clusters
  Score: Raw -4007350.578916 + Penalty 3440.122472 = -4003910.456445
  nChanged 16
		SP:Iteration 21Q (127513.230000 sec): 3 clusters
  Score: Raw -4007356.701651 + Penalty 3440.122472 = -4003916.579180
  nChanged 22
		SP:Iteration 22Q (127513.610000 sec): 3 clusters
  Score: Raw -4007362.461061 + Penalty 3440.122472 = -4003922.338589
  nChanged 7
		SP:Iteration 23Q (127513.940000 sec): 3 clusters
  Score: Raw -4007364.787465 + Penalty 3440.122472 = -4003924.664993
  nChanged 11
		SP:Iteration 24Q (127514.290000 sec): 3 clusters
  Score: Raw -4007368.411608 + Penalty 3440.122472 = -4003928.289136
  nChanged 7
		SP:Iteration 25Q (127514.690000 sec): 3 clusters
  Score: Raw -4007370.311959 + Penalty 3440.122472 = -4003930.189487
  nChanged 8
		SP:Iteration 26Q (127515.030000 sec): 3 clusters
  Score: Raw -4007373.189486 + Penalty 3440.122472 = -4003933.067014
  nChanged 8
		SP:Iteration 27Q (127515.380000 sec): 3 clusters
  Score: Raw -4007376.794863 + Penalty 3440.122472 = -4003936.672391
  nChanged 9
		SP:Iteration 28Q (127515.700000 sec): 3 clusters
  Score: Raw -4007380.380975 + Penalty 3440.122472 = -4003940.258503
  nChanged 1
		SP:Iteration 29Q (127516.090000 sec): 3 clusters
  Score: Raw -4007380.598635 + Penalty 3440.122472 = -4003940.476163
  nChanged 2
		SP:Iteration 30Q (127516.400000 sec): 3 clusters
  Score: Raw -4007381.410194 + Penalty 3440.122472 = -4003941.287722
  nChanged 2
		SP:Iteration 31Q (127516.710000 sec): 3 clusters
  Score: Raw -4007382.125107 + Penalty 3440.122472 = -4003942.002635
  nChanged 2
		SP:Iteration 32Q (127517.070000 sec): 3 clusters
  Score: Raw -4007382.805942 + Penalty 3440.122472 = -4003942.683470
  nChanged 3
		SP:Iteration 33Q (127517.430000 sec): 3 clusters
  Score: Raw -4007383.454675 + Penalty 3440.122472 = -4003943.332203
  nChanged 3
		SP:Iteration 34Q (127517.720000 sec): 3 clusters
  Score: Raw -4007384.292762 + Penalty 3440.122472 = -4003944.170290
  nChanged 3
		SP:Iteration 35Q (127518.070000 sec): 3 clusters
  Score: Raw -4007385.552419 + Penalty 3440.122472 = -4003945.429947
  nChanged 3
		SP:Iteration 36Q (127518.420000 sec): 3 clusters
  Score: Raw -4007386.870481 + Penalty 3440.122472 = -4003946.748009
  nChanged 3
		SP:Iteration 37Q (127518.780000 sec): 3 clusters
  Score: Raw -4007388.246383 + Penalty 3440.122472 = -4003948.123911
  nChanged 2
		SP:Iteration 38Q (127519.130000 sec): 3 clusters
  Score: Raw -4007388.618251 + Penalty 3440.122472 = -4003948.495779
  nChanged 0
		SP:Iteration 39F (127519.500000 sec): 3 clusters
  Score: Raw -4007388.618251 + Penalty 3440.122472 = -4003948.495779
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127519.570000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127519.730000 sec): 3 clusters
  Score: Raw -18329.434684 + Penalty 1746.965482 = -16582.469201
  nChanged 43
		SP:Iteration 1F (127519.940000 sec): 3 clusters
  Score: Raw -18464.487436 + Penalty 1746.965482 = -16717.521954
  nChanged 15
		SP:Iteration 2F (127520.140000 sec): 3 clusters
  Score: Raw -18546.634281 + Penalty 1746.965482 = -16799.668798
  nChanged 11
		SP:Iteration 3F (127520.300000 sec): 3 clusters
  Score: Raw -18601.375142 + Penalty 1746.965482 = -16854.409659
  nChanged 7
		SP:Iteration 4Q (127520.510000 sec): 3 clusters
  Score: Raw -18628.985598 + Penalty 1746.965482 = -16882.020115
  nChanged 2
		SP:Iteration 5Q (127520.710000 sec): 3 clusters
  Score: Raw -18635.230530 + Penalty 1746.965482 = -16888.265048
  nChanged 2
		SP:Iteration 6Q (127520.900000 sec): 3 clusters
  Score: Raw -18640.711776 + Penalty 1746.965482 = -16893.746293
  nChanged 0
		SP:Iteration 7F (127521.100000 sec): 3 clusters
  Score: Raw -18640.711776 + Penalty 1746.965482 = -16893.746293
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127521.200000 sec): 2 clusters
  Score: Raw -851598.730656 + Penalty 1463.876205 = -850134.854450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127521.480000 sec): 3 clusters
  Score: Raw -847047.129056 + Penalty 2927.752411 = -844119.376645
  nChanged 3487
		SP:Iteration 1F (127521.680000 sec): 3 clusters
  Score: Raw -848803.899100 + Penalty 2927.752411 = -845876.146689
  nChanged 519
		SP:Iteration 2F (127521.930000 sec): 3 clusters
  Score: Raw -849034.309269 + Penalty 2927.752411 = -846106.556858
  nChanged 437
		SP:Iteration 3F (127522.140000 sec): 3 clusters
  Score: Raw -849232.404311 + Penalty 2927.752411 = -846304.651901
  nChanged 375
		SP:Iteration 4Q (127522.360000 sec): 3 clusters
  Score: Raw -849392.153601 + Penalty 2927.752411 = -846464.401190
  nChanged 323
		SP:Iteration 5Q (127522.550000 sec): 3 clusters
  Score: Raw -849535.219297 + Penalty 2927.752411 = -846607.466886
  nChanged 334
		SP:Iteration 6Q (127522.770000 sec): 3 clusters
  Score: Raw -849685.365429 + Penalty 2927.752411 = -846757.613019
  nChanged 327
		SP:Iteration 7Q (127523.020000 sec): 3 clusters
  Score: Raw -849832.505349 + Penalty 2927.752411 = -846904.752938
  nChanged 319
		SP:Iteration 8Q (127523.250000 sec): 3 clusters
  Score: Raw -849983.454312 + Penalty 2927.752411 = -847055.701902
  nChanged 287
		SP:Iteration 9Q (127523.480000 sec): 3 clusters
  Score: Raw -850124.360188 + Penalty 2927.752411 = -847196.607778
  nChanged 298
		SP:Iteration 10Q (127523.710000 sec): 3 clusters
  Score: Raw -850270.674805 + Penalty 2927.752411 = -847342.922394
  nChanged 296
		SP:Iteration 11Q (127523.960000 sec): 3 clusters
  Score: Raw -850412.037004 + Penalty 2927.752411 = -847484.284593
  nChanged 256
		SP:Iteration 12Q (127524.160000 sec): 3 clusters
  Score: Raw -850525.831574 + Penalty 2927.752411 = -847598.079163
  nChanged 230
		SP:Iteration 13Q (127524.400000 sec): 3 clusters
  Score: Raw -850624.877647 + Penalty 2927.752411 = -847697.125236
  nChanged 191
		SP:Iteration 14Q (127524.660000 sec): 3 clusters
  Score: Raw -850714.277829 + Penalty 2927.752411 = -847786.525418
  nChanged 179
		SP:Iteration 15Q (127524.930000 sec): 3 clusters
  Score: Raw -850790.036331 + Penalty 2927.752411 = -847862.283921
  nChanged 155
		SP:Iteration 16Q (127525.140000 sec): 3 clusters
  Score: Raw -850854.258980 + Penalty 2927.752411 = -847926.506570
  nChanged 133
		SP:Iteration 17Q (127525.360000 sec): 3 clusters
  Score: Raw -850916.026111 + Penalty 2927.752411 = -847988.273701
  nChanged 141
		SP:Iteration 18Q (127525.580000 sec): 3 clusters
  Score: Raw -850978.005814 + Penalty 2927.752411 = -848050.253404
  nChanged 117
		SP:Iteration 19Q (127525.860000 sec): 3 clusters
  Score: Raw -851028.450138 + Penalty 2927.752411 = -848100.697728
  nChanged 111
		SP:Iteration 20F (127526.080000 sec): 3 clusters
  Score: Raw -851073.606845 + Penalty 2927.752411 = -848145.854434
  nChanged 110
		SP:Iteration 21Q (127526.310000 sec): 3 clusters
  Score: Raw -851123.635361 + Penalty 2927.752411 = -848195.882951
  nChanged 94
		SP:Iteration 22Q (127526.530000 sec): 3 clusters
  Score: Raw -851162.607338 + Penalty 2927.752411 = -848234.854928
  nChanged 84
		SP:Iteration 23Q (127526.760000 sec): 3 clusters
  Score: Raw -851196.817631 + Penalty 2927.752411 = -848269.065221
  nChanged 80
		SP:Iteration 24Q (127527.010000 sec): 3 clusters
  Score: Raw -851227.628918 + Penalty 2927.752411 = -848299.876507
  nChanged 85
		SP:Iteration 25Q (127527.290000 sec): 3 clusters
  Score: Raw -851256.138786 + Penalty 2927.752411 = -848328.386376
  nChanged 75
		SP:Iteration 26Q (127527.490000 sec): 3 clusters
  Score: Raw -851278.964532 + Penalty 2927.752411 = -848351.212122
  nChanged 62
		SP:Iteration 27Q (127527.730000 sec): 3 clusters
  Score: Raw -851299.645965 + Penalty 2927.752411 = -848371.893554
  nChanged 61
		SP:Iteration 28Q (127527.970000 sec): 3 clusters
  Score: Raw -851323.680550 + Penalty 2927.752411 = -848395.928139
  nChanged 66
		SP:Iteration 29Q (127528.220000 sec): 3 clusters
  Score: Raw -851346.257021 + Penalty 2927.752411 = -848418.504610
  nChanged 54
		SP:Iteration 30Q (127528.420000 sec): 3 clusters
  Score: Raw -851362.249965 + Penalty 2927.752411 = -848434.497554
  nChanged 48
		SP:Iteration 31Q (127528.630000 sec): 3 clusters
  Score: Raw -851377.612425 + Penalty 2927.752411 = -848449.860014
  nChanged 41
		SP:Iteration 32Q (127528.870000 sec): 3 clusters
  Score: Raw -851388.052647 + Penalty 2927.752411 = -848460.300236
  nChanged 35
		SP:Iteration 33Q (127529.080000 sec): 3 clusters
  Score: Raw -851400.855420 + Penalty 2927.752411 = -848473.103009
  nChanged 43
		SP:Iteration 34Q (127529.320000 sec): 3 clusters
  Score: Raw -851414.386404 + Penalty 2927.752411 = -848486.633993
  nChanged 43
		SP:Iteration 35Q (127529.570000 sec): 3 clusters
  Score: Raw -851434.040026 + Penalty 2927.752411 = -848506.287616
  nChanged 41
		SP:Iteration 36Q (127529.800000 sec): 3 clusters
  Score: Raw -851450.120553 + Penalty 2927.752411 = -848522.368142
  nChanged 39
		SP:Iteration 37Q (127530.070000 sec): 3 clusters
  Score: Raw -851468.041935 + Penalty 2927.752411 = -848540.289524
  nChanged 52
		SP:Iteration 38Q (127530.320000 sec): 3 clusters
  Score: Raw -851492.999097 + Penalty 2927.752411 = -848565.246686
  nChanged 54
		SP:Iteration 39Q (127530.530000 sec): 3 clusters
  Score: Raw -851517.507522 + Penalty 2927.752411 = -848589.755111
  nChanged 45
		SP:Iteration 40F (127530.760000 sec): 3 clusters
  Score: Raw -851534.622235 + Penalty 2927.752411 = -848606.869824
  nChanged 44
		SP:Iteration 41Q (127531.010000 sec): 3 clusters
  Score: Raw -851552.902894 + Penalty 2927.752411 = -848625.150484
  nChanged 35
		SP:Iteration 42Q (127531.200000 sec): 3 clusters
  Score: Raw -851569.824458 + Penalty 2927.752411 = -848642.072047
  nChanged 34
		SP:Iteration 43Q (127531.510000 sec): 3 clusters
  Score: Raw -851585.433466 + Penalty 2927.752411 = -848657.681055
  nChanged 29
		SP:Iteration 44Q (127531.750000 sec): 3 clusters
  Score: Raw -851598.525132 + Penalty 2927.752411 = -848670.772721
  nChanged 22
		SP:Iteration 45Q (127531.970000 sec): 3 clusters
  Score: Raw -851610.309554 + Penalty 2927.752411 = -848682.557143
  nChanged 23
		SP:Iteration 46Q (127532.260000 sec): 3 clusters
  Score: Raw -851620.941292 + Penalty 2927.752411 = -848693.188882
  nChanged 22
		SP:Iteration 47Q (127532.460000 sec): 3 clusters
  Score: Raw -851630.556460 + Penalty 2927.752411 = -848702.804050
  nChanged 28
		SP:Iteration 48Q (127532.730000 sec): 3 clusters
  Score: Raw -851640.600637 + Penalty 2927.752411 = -848712.848227
  nChanged 26
		SP:Iteration 49Q (127532.940000 sec): 3 clusters
  Score: Raw -851650.082663 + Penalty 2927.752411 = -848722.330253
  nChanged 21
		SP:Iteration 50Q (127533.150000 sec): 3 clusters
  Score: Raw -851657.982457 + Penalty 2927.752411 = -848730.230046
  nChanged 18
		SP:Iteration 51Q (127533.370000 sec): 3 clusters
  Score: Raw -851664.337465 + Penalty 2927.752411 = -848736.585054
  nChanged 20
		SP:Iteration 52Q (127533.590000 sec): 3 clusters
  Score: Raw -851669.641733 + Penalty 2927.752411 = -848741.889323
  nChanged 12
		SP:Iteration 53Q (127533.820000 sec): 3 clusters
  Score: Raw -851672.512187 + Penalty 2927.752411 = -848744.759777
  nChanged 10
		SP:Iteration 54Q (127534.060000 sec): 3 clusters
  Score: Raw -851675.055431 + Penalty 2927.752411 = -848747.303020
  nChanged 7
		SP:Iteration 55Q (127534.270000 sec): 3 clusters
  Score: Raw -851676.952385 + Penalty 2927.752411 = -848749.199974
  nChanged 13
		SP:Iteration 56Q (127534.500000 sec): 3 clusters
  Score: Raw -851681.533566 + Penalty 2927.752411 = -848753.781156
  nChanged 16
		SP:Iteration 57Q (127534.760000 sec): 3 clusters
  Score: Raw -851687.536501 + Penalty 2927.752411 = -848759.784091
  nChanged 12
		SP:Iteration 58Q (127534.970000 sec): 3 clusters
  Score: Raw -851691.498431 + Penalty 2927.752411 = -848763.746020
  nChanged 14
		SP:Iteration 59Q (127535.170000 sec): 3 clusters
  Score: Raw -851697.200111 + Penalty 2927.752411 = -848769.447700
  nChanged 6
		SP:Iteration 60F (127535.420000 sec): 3 clusters
  Score: Raw -851698.776575 + Penalty 2927.752411 = -848771.024165
  nChanged 7
		SP:Iteration 61Q (127535.600000 sec): 3 clusters
  Score: Raw -851701.318083 + Penalty 2927.752411 = -848773.565672
  nChanged 7
		SP:Iteration 62Q (127535.820000 sec): 3 clusters
  Score: Raw -851705.208985 + Penalty 2927.752411 = -848777.456575
  nChanged 5
		SP:Iteration 63Q (127535.990000 sec): 3 clusters
  Score: Raw -851706.998673 + Penalty 2927.752411 = -848779.246263
  nChanged 8
		SP:Iteration 64Q (127536.200000 sec): 3 clusters
  Score: Raw -851711.208487 + Penalty 2927.752411 = -848783.456076
  nChanged 22
		SP:Iteration 65Q (127536.440000 sec): 3 clusters
  Score: Raw -851722.093503 + Penalty 2927.752411 = -848794.341093
  nChanged 19
		SP:Iteration 66Q (127536.600000 sec): 3 clusters
  Score: Raw -851730.914723 + Penalty 2927.752411 = -848803.162313
  nChanged 11
		SP:Iteration 67Q (127536.840000 sec): 3 clusters
  Score: Raw -851735.600926 + Penalty 2927.752411 = -848807.848516
  nChanged 13
		SP:Iteration 68Q (127537.040000 sec): 3 clusters
  Score: Raw -851740.967427 + Penalty 2927.752411 = -848813.215017
  nChanged 13
		SP:Iteration 69Q (127537.240000 sec): 3 clusters
  Score: Raw -851746.020108 + Penalty 2927.752411 = -848818.267697
  nChanged 10
		SP:Iteration 70Q (127537.500000 sec): 3 clusters
  Score: Raw -851751.042786 + Penalty 2927.752411 = -848823.290375
  nChanged 9
		SP:Iteration 71Q (127537.680000 sec): 3 clusters
  Score: Raw -851753.094203 + Penalty 2927.752411 = -848825.341792
  nChanged 3
		SP:Iteration 72Q (127537.890000 sec): 3 clusters
  Score: Raw -851754.227152 + Penalty 2927.752411 = -848826.474741
  nChanged 4
		SP:Iteration 73Q (127538.080000 sec): 3 clusters
  Score: Raw -851755.193211 + Penalty 2927.752411 = -848827.440800
  nChanged 4
		SP:Iteration 74Q (127538.330000 sec): 3 clusters
  Score: Raw -851756.697882 + Penalty 2927.752411 = -848828.945472
  nChanged 8
		SP:Iteration 75Q (127538.510000 sec): 3 clusters
  Score: Raw -851759.425140 + Penalty 2927.752411 = -848831.672729
  nChanged 7
		SP:Iteration 76Q (127538.750000 sec): 3 clusters
  Score: Raw -851762.482762 + Penalty 2927.752411 = -848834.730351
  nChanged 11
		SP:Iteration 77Q (127538.940000 sec): 3 clusters
  Score: Raw -851767.115307 + Penalty 2927.752411 = -848839.362896
  nChanged 10
		SP:Iteration 78Q (127539.130000 sec): 3 clusters
  Score: Raw -851771.193101 + Penalty 2927.752411 = -848843.440690
  nChanged 8
		SP:Iteration 79Q (127539.320000 sec): 3 clusters
  Score: Raw -851775.768302 + Penalty 2927.752411 = -848848.015891
  nChanged 8
		SP:Iteration 80F (127539.550000 sec): 3 clusters
  Score: Raw -851779.921355 + Penalty 2927.752411 = -848852.168944
  nChanged 14
		SP:Iteration 81Q (127539.730000 sec): 3 clusters
  Score: Raw -851790.047293 + Penalty 2927.752411 = -848862.294883
  nChanged 16
		SP:Iteration 82Q (127539.930000 sec): 3 clusters
  Score: Raw -851800.066109 + Penalty 2927.752411 = -848872.313699
  nChanged 11
		SP:Iteration 83Q (127540.100000 sec): 3 clusters
  Score: Raw -851806.633486 + Penalty 2927.752411 = -848878.881076
  nChanged 15
		SP:Iteration 84Q (127540.290000 sec): 3 clusters
  Score: Raw -851813.735809 + Penalty 2927.752411 = -848885.983398
  nChanged 12
		SP:Iteration 85Q (127540.500000 sec): 3 clusters
  Score: Raw -851819.738345 + Penalty 2927.752411 = -848891.985934
  nChanged 17
		SP:Iteration 86Q (127540.790000 sec): 3 clusters
  Score: Raw -851828.433678 + Penalty 2927.752411 = -848900.681267
  nChanged 17
		SP:Iteration 87Q (127541.000000 sec): 3 clusters
  Score: Raw -851837.817584 + Penalty 2927.752411 = -848910.065173
  nChanged 13
		SP:Iteration 88Q (127541.230000 sec): 3 clusters
  Score: Raw -851843.347619 + Penalty 2927.752411 = -848915.595209
  nChanged 8
		SP:Iteration 89Q (127541.490000 sec): 3 clusters
  Score: Raw -851846.878996 + Penalty 2927.752411 = -848919.126585
  nChanged 5
		SP:Iteration 90Q (127541.710000 sec): 3 clusters
  Score: Raw -851849.376482 + Penalty 2927.752411 = -848921.624071
  nChanged 4
		SP:Iteration 91Q (127541.940000 sec): 3 clusters
  Score: Raw -851851.629140 + Penalty 2927.752411 = -848923.876730
  nChanged 4
		SP:Iteration 92Q (127542.170000 sec): 3 clusters
  Score: Raw -851855.077119 + Penalty 2927.752411 = -848927.324708
  nChanged 5
		SP:Iteration 93Q (127542.370000 sec): 3 clusters
  Score: Raw -851859.104315 + Penalty 2927.752411 = -848931.351904
  nChanged 7
		SP:Iteration 94Q (127542.590000 sec): 3 clusters
  Score: Raw -851862.159266 + Penalty 2927.752411 = -848934.406855
  nChanged 5
		SP:Iteration 95Q (127542.790000 sec): 3 clusters
  Score: Raw -851864.666987 + Penalty 2927.752411 = -848936.914577
  nChanged 5
		SP:Iteration 96Q (127543.030000 sec): 3 clusters
  Score: Raw -851866.899144 + Penalty 2927.752411 = -848939.146733
  nChanged 6
		SP:Iteration 97Q (127543.270000 sec): 3 clusters
  Score: Raw -851870.710045 + Penalty 2927.752411 = -848942.957635
  nChanged 9
		SP:Iteration 98Q (127543.470000 sec): 3 clusters
  Score: Raw -851875.119774 + Penalty 2927.752411 = -848947.367363
  nChanged 6
		SP:Iteration 99Q (127543.690000 sec): 3 clusters
  Score: Raw -851877.971630 + Penalty 2927.752411 = -848950.219219
  nChanged 5
		SP:Iteration 100F (127543.910000 sec): 3 clusters
  Score: Raw -851881.378636 + Penalty 2927.752411 = -848953.626226
  nChanged 6
		SP:Iteration 101Q (127544.170000 sec): 3 clusters
  Score: Raw -851884.188620 + Penalty 2927.752411 = -848956.436210
  nChanged 5
		SP:Iteration 102Q (127544.370000 sec): 3 clusters
  Score: Raw -851886.279592 + Penalty 2927.752411 = -848958.527181
  nChanged 4
		SP:Iteration 103Q (127544.620000 sec): 3 clusters
  Score: Raw -851887.720363 + Penalty 2927.752411 = -848959.967952
  nChanged 5
		SP:Iteration 104Q (127544.880000 sec): 3 clusters
  Score: Raw -851889.896023 + Penalty 2927.752411 = -848962.143612
  nChanged 3
		SP:Iteration 105Q (127545.120000 sec): 3 clusters
  Score: Raw -851890.499442 + Penalty 2927.752411 = -848962.747031
  nChanged 5
		SP:Iteration 106Q (127545.310000 sec): 3 clusters
  Score: Raw -851892.511079 + Penalty 2927.752411 = -848964.758668
  nChanged 1
		SP:Iteration 107Q (127545.510000 sec): 3 clusters
  Score: Raw -851892.896503 + Penalty 2927.752411 = -848965.144092
  nChanged 1
		SP:Iteration 108Q (127545.730000 sec): 3 clusters
  Score: Raw -851893.093942 + Penalty 2927.752411 = -848965.341532
  nChanged 0
		SP:Iteration 109F (127545.990000 sec): 3 clusters
  Score: Raw -851893.093942 + Penalty 2927.752411 = -848965.341532
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127546.450000 sec): 2 clusters
  Score: Raw -7727508.620711 + Penalty 1824.621221 = -7725683.999490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127546.940000 sec): 3 clusters
  Score: Raw -7679086.441895 + Penalty 3649.242442 = -7675437.199453
  nChanged 35731
		SP:Iteration 1F (127547.420000 sec): 3 clusters
  Score: Raw -7700360.531685 + Penalty 3649.242442 = -7696711.289243
  nChanged 3589
		SP:Iteration 2Q (127547.950000 sec): 3 clusters
  Score: Raw -7701951.667880 + Penalty 3649.242442 = -7698302.425438
  nChanged 4617
		SP:Iteration 3F (127548.430000 sec): 3 clusters
  Score: Raw -7704692.159022 + Penalty 3649.242442 = -7701042.916580
  nChanged 5783
		SP:Iteration 4F (127548.910000 sec): 3 clusters
  Score: Raw -7709100.565355 + Penalty 3649.242442 = -7705451.322913
  nChanged 6533
		SP:Iteration 5F (127549.440000 sec): 3 clusters
  Score: Raw -7714978.984422 + Penalty 3649.242442 = -7711329.741980
  nChanged 5926
		SP:Iteration 6F (127549.990000 sec): 3 clusters
  Score: Raw -7720784.062417 + Penalty 3649.242442 = -7717134.819975
  nChanged 4044
		SP:Iteration 7F (127550.550000 sec): 3 clusters
  Score: Raw -7724703.374744 + Penalty 3649.242442 = -7721054.132302
  nChanged 2030
		SP:Iteration 8Q (127551.110000 sec): 3 clusters
  Score: Raw -7726535.178797 + Penalty 3649.242442 = -7722885.936355
  nChanged 784
		SP:Iteration 9Q (127551.650000 sec): 3 clusters
  Score: Raw -7727200.723601 + Penalty 3649.242442 = -7723551.481158
  nChanged 307
		SP:Iteration 10Q (127552.200000 sec): 3 clusters
  Score: Raw -7727467.618699 + Penalty 3649.242442 = -7723818.376257
  nChanged 121
		SP:Iteration 11Q (127552.690000 sec): 3 clusters
  Score: Raw -7727588.907906 + Penalty 3649.242442 = -7723939.665464
  nChanged 53
		SP:Iteration 12Q (127553.230000 sec): 3 clusters
  Score: Raw -7727638.152523 + Penalty 3649.242442 = -7723988.910081
  nChanged 22
		SP:Iteration 13Q (127553.780000 sec): 3 clusters
  Score: Raw -7727664.866540 + Penalty 3649.242442 = -7724015.624098
  nChanged 19
		SP:Iteration 14Q (127554.260000 sec): 3 clusters
  Score: Raw -7727686.943477 + Penalty 3649.242442 = -7724037.701035
  nChanged 18
		SP:Iteration 15Q (127554.720000 sec): 3 clusters
  Score: Raw -7727710.734379 + Penalty 3649.242442 = -7724061.491937
  nChanged 7
		SP:Iteration 16Q (127555.200000 sec): 3 clusters
  Score: Raw -7727719.321908 + Penalty 3649.242442 = -7724070.079466
  nChanged 6
		SP:Iteration 17Q (127555.690000 sec): 3 clusters
  Score: Raw -7727724.815498 + Penalty 3649.242442 = -7724075.573056
  nChanged 7
		SP:Iteration 18Q (127556.160000 sec): 3 clusters
  Score: Raw -7727732.849958 + Penalty 3649.242442 = -7724083.607516
  nChanged 7
		SP:Iteration 19Q (127556.720000 sec): 3 clusters
  Score: Raw -7727742.589725 + Penalty 3649.242442 = -7724093.347283
  nChanged 4
		SP:Iteration 20F (127557.270000 sec): 3 clusters
  Score: Raw -7727745.600125 + Penalty 3649.242442 = -7724096.357683
  nChanged 3
		SP:Iteration 21Q (127557.790000 sec): 3 clusters
  Score: Raw -7727747.574684 + Penalty 3649.242442 = -7724098.332242
  nChanged 1
		SP:Iteration 22Q (127558.270000 sec): 3 clusters
  Score: Raw -7727748.485052 + Penalty 3649.242442 = -7724099.242610
  nChanged 3
		SP:Iteration 23Q (127558.760000 sec): 3 clusters
  Score: Raw -7727750.782377 + Penalty 3649.242442 = -7724101.539935
  nChanged 1
		SP:Iteration 24Q (127559.250000 sec): 3 clusters
  Score: Raw -7727751.341490 + Penalty 3649.242442 = -7724102.099048
  nChanged 2
		SP:Iteration 25Q (127559.700000 sec): 3 clusters
  Score: Raw -7727752.450656 + Penalty 3649.242442 = -7724103.208214
  nChanged 1
		SP:Iteration 26Q (127560.180000 sec): 3 clusters
  Score: Raw -7727752.927183 + Penalty 3649.242442 = -7724103.684741
  nChanged 0
		SP:Iteration 27F (127560.700000 sec): 3 clusters
  Score: Raw -7727752.927183 + Penalty 3649.242442 = -7724103.684741
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127560.840000 sec): 2 clusters
  Score: Raw -1546850.003113 + Penalty 1561.927964 = -1545288.075150
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127561.120000 sec): 3 clusters
  Score: Raw -1538097.011896 + Penalty 3123.855927 = -1534973.155969
  nChanged 6680
		SP:Iteration 1F (127561.390000 sec): 3 clusters
  Score: Raw -1541777.367041 + Penalty 3123.855927 = -1538653.511114
  nChanged 855
		SP:Iteration 2F (127561.660000 sec): 3 clusters
  Score: Raw -1542165.889795 + Penalty 3123.855927 = -1539042.033868
  nChanged 846
		SP:Iteration 3F (127562.000000 sec): 3 clusters
  Score: Raw -1542604.619332 + Penalty 3123.855927 = -1539480.763405
  nChanged 869
		SP:Iteration 4F (127562.260000 sec): 3 clusters
  Score: Raw -1543134.129400 + Penalty 3123.855927 = -1540010.273473
  nChanged 896
		SP:Iteration 5F (127562.500000 sec): 3 clusters
  Score: Raw -1543685.780201 + Penalty 3123.855927 = -1540561.924274
  nChanged 877
		SP:Iteration 6F (127562.780000 sec): 3 clusters
  Score: Raw -1544238.304076 + Penalty 3123.855927 = -1541114.448148
  nChanged 828
		SP:Iteration 7F (127563.030000 sec): 3 clusters
  Score: Raw -1544780.180582 + Penalty 3123.855927 = -1541656.324655
  nChanged 714
		SP:Iteration 8Q (127563.240000 sec): 3 clusters
  Score: Raw -1545240.789811 + Penalty 3123.855927 = -1542116.933884
  nChanged 629
		SP:Iteration 9Q (127563.520000 sec): 3 clusters
  Score: Raw -1545671.279767 + Penalty 3123.855927 = -1542547.423840
  nChanged 563
		SP:Iteration 10Q (127563.750000 sec): 3 clusters
  Score: Raw -1546080.539701 + Penalty 3123.855927 = -1542956.683774
  nChanged 445
		SP:Iteration 11Q (127564.050000 sec): 3 clusters
  Score: Raw -1546400.931318 + Penalty 3123.855927 = -1543277.075391
  nChanged 296
		SP:Iteration 12Q (127564.270000 sec): 3 clusters
  Score: Raw -1546610.072077 + Penalty 3123.855927 = -1543486.216150
  nChanged 189
		SP:Iteration 13Q (127564.520000 sec): 3 clusters
  Score: Raw -1546744.813062 + Penalty 3123.855927 = -1543620.957135
  nChanged 124
		SP:Iteration 14Q (127564.770000 sec): 3 clusters
  Score: Raw -1546827.924222 + Penalty 3123.855927 = -1543704.068295
  nChanged 85
		SP:Iteration 15Q (127565.030000 sec): 3 clusters
  Score: Raw -1546888.239602 + Penalty 3123.855927 = -1543764.383675
  nChanged 56
		SP:Iteration 16Q (127565.320000 sec): 3 clusters
  Score: Raw -1546929.140311 + Penalty 3123.855927 = -1543805.284384
  nChanged 40
		SP:Iteration 17Q (127565.530000 sec): 3 clusters
  Score: Raw -1546957.841274 + Penalty 3123.855927 = -1543833.985347
  nChanged 30
		SP:Iteration 18Q (127565.780000 sec): 3 clusters
  Score: Raw -1546977.396072 + Penalty 3123.855927 = -1543853.540145
  nChanged 27
		SP:Iteration 19Q (127565.980000 sec): 3 clusters
  Score: Raw -1546996.154146 + Penalty 3123.855927 = -1543872.298219
  nChanged 15
		SP:Iteration 20F (127566.280000 sec): 3 clusters
  Score: Raw -1547005.853273 + Penalty 3123.855927 = -1543881.997346
  nChanged 18
		SP:Iteration 21Q (127566.460000 sec): 3 clusters
  Score: Raw -1547017.864457 + Penalty 3123.855927 = -1543894.008530
  nChanged 11
		SP:Iteration 22Q (127566.710000 sec): 3 clusters
  Score: Raw -1547025.702761 + Penalty 3123.855927 = -1543901.846834
  nChanged 8
		SP:Iteration 23Q (127566.940000 sec): 3 clusters
  Score: Raw -1547030.251746 + Penalty 3123.855927 = -1543906.395819
  nChanged 9
		SP:Iteration 24Q (127567.150000 sec): 3 clusters
  Score: Raw -1547036.713246 + Penalty 3123.855927 = -1543912.857319
  nChanged 10
		SP:Iteration 25Q (127567.310000 sec): 3 clusters
  Score: Raw -1547042.202770 + Penalty 3123.855927 = -1543918.346843
  nChanged 9
		SP:Iteration 26Q (127567.560000 sec): 3 clusters
  Score: Raw -1547048.410542 + Penalty 3123.855927 = -1543924.554615
  nChanged 8
		SP:Iteration 27Q (127567.800000 sec): 3 clusters
  Score: Raw -1547053.020091 + Penalty 3123.855927 = -1543929.164164
  nChanged 6
		SP:Iteration 28Q (127568.010000 sec): 3 clusters
  Score: Raw -1547057.800323 + Penalty 3123.855927 = -1543933.944396
  nChanged 6
		SP:Iteration 29Q (127568.250000 sec): 3 clusters
  Score: Raw -1547063.977557 + Penalty 3123.855927 = -1543940.121630
  nChanged 4
		SP:Iteration 30Q (127568.470000 sec): 3 clusters
  Score: Raw -1547066.787648 + Penalty 3123.855927 = -1543942.931721
  nChanged 4
		SP:Iteration 31Q (127568.710000 sec): 3 clusters
  Score: Raw -1547070.497286 + Penalty 3123.855927 = -1543946.641359
  nChanged 4
		SP:Iteration 32Q (127568.990000 sec): 3 clusters
  Score: Raw -1547074.851421 + Penalty 3123.855927 = -1543950.995493
  nChanged 5
		SP:Iteration 33Q (127569.240000 sec): 3 clusters
  Score: Raw -1547080.839695 + Penalty 3123.855927 = -1543956.983768
  nChanged 6
		SP:Iteration 34Q (127569.470000 sec): 3 clusters
  Score: Raw -1547085.044686 + Penalty 3123.855927 = -1543961.188759
  nChanged 3
		SP:Iteration 35Q (127569.760000 sec): 3 clusters
  Score: Raw -1547087.104619 + Penalty 3123.855927 = -1543963.248692
  nChanged 3
		SP:Iteration 36Q (127570.030000 sec): 3 clusters
  Score: Raw -1547089.619364 + Penalty 3123.855927 = -1543965.763437
  nChanged 4
		SP:Iteration 37Q (127570.300000 sec): 3 clusters
  Score: Raw -1547092.882378 + Penalty 3123.855927 = -1543969.026451
  nChanged 5
		SP:Iteration 38Q (127570.550000 sec): 3 clusters
  Score: Raw -1547097.130937 + Penalty 3123.855927 = -1543973.275010
  nChanged 2
		SP:Iteration 39Q (127570.800000 sec): 3 clusters
  Score: Raw -1547098.540371 + Penalty 3123.855927 = -1543974.684444
  nChanged 0
		SP:Iteration 40F (127571.120000 sec): 3 clusters
  Score: Raw -1547098.540371 + Penalty 3123.855927 = -1543974.684444
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (25322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127571.340000 sec): 2 clusters
  Score: Raw -2448627.008295 + Penalty 1647.657190 = -2446979.351104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127571.740000 sec): 3 clusters
  Score: Raw -2433197.940106 + Penalty 3295.314380 = -2429902.625726
  nChanged 11619
		SP:Iteration 1F (127572.080000 sec): 3 clusters
  Score: Raw -2440315.192555 + Penalty 3295.314380 = -2437019.878175
  nChanged 1496
		SP:Iteration 2F (127572.410000 sec): 3 clusters
  Score: Raw -2441031.193602 + Penalty 3295.314380 = -2437735.879222
  nChanged 1367
		SP:Iteration 3F (127572.700000 sec): 3 clusters
  Score: Raw -2441685.064073 + Penalty 3295.314380 = -2438389.749693
  nChanged 1275
		SP:Iteration 4F (127573.000000 sec): 3 clusters
  Score: Raw -2442310.097372 + Penalty 3295.314380 = -2439014.782992
  nChanged 1224
		SP:Iteration 5Q (127573.280000 sec): 3 clusters
  Score: Raw -2442959.665062 + Penalty 3295.314380 = -2439664.350682
  nChanged 1220
		SP:Iteration 6Q (127573.510000 sec): 3 clusters
  Score: Raw -2443709.347877 + Penalty 3295.314380 = -2440414.033496
  nChanged 1221
		SP:Iteration 7Q (127573.780000 sec): 3 clusters
  Score: Raw -2444522.802388 + Penalty 3295.314380 = -2441227.488007
  nChanged 1158
		SP:Iteration 8Q (127574.110000 sec): 3 clusters
  Score: Raw -2445337.332552 + Penalty 3295.314380 = -2442042.018172
  nChanged 1101
		SP:Iteration 9Q (127574.360000 sec): 3 clusters
  Score: Raw -2446051.221970 + Penalty 3295.314380 = -2442755.907590
  nChanged 924
		SP:Iteration 10Q (127574.650000 sec): 3 clusters
  Score: Raw -2446614.703651 + Penalty 3295.314380 = -2443319.389271
  nChanged 755
		SP:Iteration 11Q (127574.930000 sec): 3 clusters
  Score: Raw -2447010.217839 + Penalty 3295.314380 = -2443714.903459
  nChanged 574
		SP:Iteration 12Q (127575.230000 sec): 3 clusters
  Score: Raw -2447284.037505 + Penalty 3295.314380 = -2443988.723125
  nChanged 452
		SP:Iteration 13Q (127575.510000 sec): 3 clusters
  Score: Raw -2447488.862829 + Penalty 3295.314380 = -2444193.548448
  nChanged 390
		SP:Iteration 14Q (127575.790000 sec): 3 clusters
  Score: Raw -2447679.106026 + Penalty 3295.314380 = -2444383.791646
  nChanged 410
		SP:Iteration 15Q (127576.070000 sec): 3 clusters
  Score: Raw -2447881.358156 + Penalty 3295.314380 = -2444586.043776
  nChanged 379
		SP:Iteration 16Q (127576.400000 sec): 3 clusters
  Score: Raw -2448049.057183 + Penalty 3295.314380 = -2444753.742803
  nChanged 378
		SP:Iteration 17Q (127576.670000 sec): 3 clusters
  Score: Raw -2448213.867576 + Penalty 3295.314380 = -2444918.553196
  nChanged 339
		SP:Iteration 18Q (127577.010000 sec): 3 clusters
  Score: Raw -2448361.690245 + Penalty 3295.314380 = -2445066.375864
  nChanged 314
		SP:Iteration 19Q (127577.290000 sec): 3 clusters
  Score: Raw -2448495.872540 + Penalty 3295.314380 = -2445200.558159
  nChanged 287
		SP:Iteration 20F (127577.590000 sec): 3 clusters
  Score: Raw -2448593.906528 + Penalty 3295.314380 = -2445298.592147
  nChanged 245
		SP:Iteration 21Q (127577.890000 sec): 3 clusters
  Score: Raw -2448672.358859 + Penalty 3295.314380 = -2445377.044479
  nChanged 220
		SP:Iteration 22Q (127578.190000 sec): 3 clusters
  Score: Raw -2448736.728680 + Penalty 3295.314380 = -2445441.414299
  nChanged 198
		SP:Iteration 23Q (127578.460000 sec): 3 clusters
  Score: Raw -2448791.556737 + Penalty 3295.314380 = -2445496.242357
  nChanged 156
		SP:Iteration 24Q (127578.780000 sec): 3 clusters
  Score: Raw -2448827.999157 + Penalty 3295.314380 = -2445532.684777
  nChanged 124
		SP:Iteration 25Q (127579.020000 sec): 3 clusters
  Score: Raw -2448852.681676 + Penalty 3295.314380 = -2445557.367296
  nChanged 109
		SP:Iteration 26Q (127579.330000 sec): 3 clusters
  Score: Raw -2448876.030530 + Penalty 3295.314380 = -2445580.716150
  nChanged 93
		SP:Iteration 27Q (127579.650000 sec): 3 clusters
  Score: Raw -2448894.598926 + Penalty 3295.314380 = -2445599.284546
  nChanged 92
		SP:Iteration 28Q (127579.950000 sec): 3 clusters
  Score: Raw -2448913.691668 + Penalty 3295.314380 = -2445618.377288
  nChanged 82
		SP:Iteration 29Q (127580.240000 sec): 3 clusters
  Score: Raw -2448930.992484 + Penalty 3295.314380 = -2445635.678104
  nChanged 84
		SP:Iteration 30Q (127580.520000 sec): 3 clusters
  Score: Raw -2448950.875744 + Penalty 3295.314380 = -2445655.561364
  nChanged 98
		SP:Iteration 31Q (127580.840000 sec): 3 clusters
  Score: Raw -2448975.916392 + Penalty 3295.314380 = -2445680.602012
  nChanged 103
		SP:Iteration 32Q (127581.130000 sec): 3 clusters
  Score: Raw -2449003.327407 + Penalty 3295.314380 = -2445708.013026
  nChanged 108
		SP:Iteration 33Q (127581.400000 sec): 3 clusters
  Score: Raw -2449028.238101 + Penalty 3295.314380 = -2445732.923721
  nChanged 94
		SP:Iteration 34Q (127581.650000 sec): 3 clusters
  Score: Raw -2449048.974353 + Penalty 3295.314380 = -2445753.659973
  nChanged 83
		SP:Iteration 35Q (127581.950000 sec): 3 clusters
  Score: Raw -2449067.837155 + Penalty 3295.314380 = -2445772.522775
  nChanged 84
		SP:Iteration 36Q (127582.250000 sec): 3 clusters
  Score: Raw -2449087.028650 + Penalty 3295.314380 = -2445791.714270
  nChanged 82
		SP:Iteration 37Q (127582.510000 sec): 3 clusters
  Score: Raw -2449110.369527 + Penalty 3295.314380 = -2445815.055147
  nChanged 89
		SP:Iteration 38Q (127582.770000 sec): 3 clusters
  Score: Raw -2449140.475537 + Penalty 3295.314380 = -2445845.161157
  nChanged 97
		SP:Iteration 39Q (127583.050000 sec): 3 clusters
  Score: Raw -2449177.028935 + Penalty 3295.314380 = -2445881.714555
  nChanged 108
		SP:Iteration 40F (127583.350000 sec): 3 clusters
  Score: Raw -2449217.815224 + Penalty 3295.314380 = -2445922.500844
  nChanged 103
		SP:Iteration 41Q (127583.650000 sec): 3 clusters
  Score: Raw -2449259.618727 + Penalty 3295.314380 = -2445964.304347
  nChanged 116
		SP:Iteration 42Q (127583.990000 sec): 3 clusters
  Score: Raw -2449311.242220 + Penalty 3295.314380 = -2446015.927840
  nChanged 117
		SP:Iteration 43Q (127584.280000 sec): 3 clusters
  Score: Raw -2449354.106929 + Penalty 3295.314380 = -2446058.792549
  nChanged 100
		SP:Iteration 44Q (127584.520000 sec): 3 clusters
  Score: Raw -2449385.891550 + Penalty 3295.314380 = -2446090.577170
  nChanged 75
		SP:Iteration 45Q (127584.840000 sec): 3 clusters
  Score: Raw -2449406.647856 + Penalty 3295.314380 = -2446111.333475
  nChanged 63
		SP:Iteration 46Q (127585.070000 sec): 3 clusters
  Score: Raw -2449422.182622 + Penalty 3295.314380 = -2446126.868241
  nChanged 65
		SP:Iteration 47Q (127585.380000 sec): 3 clusters
  Score: Raw -2449438.614985 + Penalty 3295.314380 = -2446143.300605
  nChanged 56
		SP:Iteration 48Q (127585.640000 sec): 3 clusters
  Score: Raw -2449449.610516 + Penalty 3295.314380 = -2446154.296136
  nChanged 43
		SP:Iteration 49Q (127585.950000 sec): 3 clusters
  Score: Raw -2449458.399855 + Penalty 3295.314380 = -2446163.085474
  nChanged 44
		SP:Iteration 50Q (127586.230000 sec): 3 clusters
  Score: Raw -2449466.096389 + Penalty 3295.314380 = -2446170.782009
  nChanged 41
		SP:Iteration 51Q (127586.540000 sec): 3 clusters
  Score: Raw -2449474.265820 + Penalty 3295.314380 = -2446178.951440
  nChanged 41
		SP:Iteration 52Q (127586.820000 sec): 3 clusters
  Score: Raw -2449482.967340 + Penalty 3295.314380 = -2446187.652960
  nChanged 40
		SP:Iteration 53Q (127587.130000 sec): 3 clusters
  Score: Raw -2449490.272831 + Penalty 3295.314380 = -2446194.958451
  nChanged 33
		SP:Iteration 54Q (127587.430000 sec): 3 clusters
  Score: Raw -2449496.914750 + Penalty 3295.314380 = -2446201.600370
  nChanged 36
		SP:Iteration 55Q (127587.730000 sec): 3 clusters
  Score: Raw -2449505.524872 + Penalty 3295.314380 = -2446210.210492
  nChanged 43
		SP:Iteration 56Q (127588.060000 sec): 3 clusters
  Score: Raw -2449515.149915 + Penalty 3295.314380 = -2446219.835535
  nChanged 36
		SP:Iteration 57Q (127588.330000 sec): 3 clusters
  Score: Raw -2449522.274446 + Penalty 3295.314380 = -2446226.960066
  nChanged 27
		SP:Iteration 58Q (127588.570000 sec): 3 clusters
  Score: Raw -2449526.418495 + Penalty 3295.314380 = -2446231.104115
  nChanged 22
		SP:Iteration 59Q (127588.840000 sec): 3 clusters
  Score: Raw -2449529.883030 + Penalty 3295.314380 = -2446234.568650
  nChanged 19
		SP:Iteration 60F (127589.150000 sec): 3 clusters
  Score: Raw -2449532.485396 + Penalty 3295.314380 = -2446237.171016
  nChanged 13
		SP:Iteration 61Q (127589.470000 sec): 3 clusters
  Score: Raw -2449534.677051 + Penalty 3295.314380 = -2446239.362671
  nChanged 14
		SP:Iteration 62Q (127589.750000 sec): 3 clusters
  Score: Raw -2449537.157676 + Penalty 3295.314380 = -2446241.843296
  nChanged 13
		SP:Iteration 63Q (127590.050000 sec): 3 clusters
  Score: Raw -2449539.479887 + Penalty 3295.314380 = -2446244.165507
  nChanged 20
		SP:Iteration 64Q (127590.350000 sec): 3 clusters
  Score: Raw -2449543.694042 + Penalty 3295.314380 = -2446248.379662
  nChanged 21
		SP:Iteration 65Q (127590.630000 sec): 3 clusters
  Score: Raw -2449546.894892 + Penalty 3295.314380 = -2446251.580512
  nChanged 16
		SP:Iteration 66Q (127590.930000 sec): 3 clusters
  Score: Raw -2449549.089477 + Penalty 3295.314380 = -2446253.775096
  nChanged 13
		SP:Iteration 67Q (127591.220000 sec): 3 clusters
  Score: Raw -2449551.644612 + Penalty 3295.314380 = -2446256.330232
  nChanged 19
		SP:Iteration 68Q (127591.510000 sec): 3 clusters
  Score: Raw -2449555.722337 + Penalty 3295.314380 = -2446260.407957
  nChanged 23
		SP:Iteration 69Q (127591.750000 sec): 3 clusters
  Score: Raw -2449561.133778 + Penalty 3295.314380 = -2446265.819398
  nChanged 25
		SP:Iteration 70Q (127592.050000 sec): 3 clusters
  Score: Raw -2449567.130457 + Penalty 3295.314380 = -2446271.816077
  nChanged 32
		SP:Iteration 71Q (127592.370000 sec): 3 clusters
  Score: Raw -2449573.481695 + Penalty 3295.314380 = -2446278.167315
  nChanged 21
		SP:Iteration 72Q (127592.680000 sec): 3 clusters
  Score: Raw -2449576.615696 + Penalty 3295.314380 = -2446281.301316
  nChanged 19
		SP:Iteration 73Q (127593.000000 sec): 3 clusters
  Score: Raw -2449579.945569 + Penalty 3295.314380 = -2446284.631189
  nChanged 13
		SP:Iteration 74Q (127593.300000 sec): 3 clusters
  Score: Raw -2449582.370739 + Penalty 3295.314380 = -2446287.056359
  nChanged 9
		SP:Iteration 75Q (127593.540000 sec): 3 clusters
  Score: Raw -2449584.294521 + Penalty 3295.314380 = -2446288.980141
  nChanged 13
		SP:Iteration 76Q (127593.860000 sec): 3 clusters
  Score: Raw -2449586.479570 + Penalty 3295.314380 = -2446291.165190
  nChanged 7
		SP:Iteration 77Q (127594.170000 sec): 3 clusters
  Score: Raw -2449587.913551 + Penalty 3295.314380 = -2446292.599171
  nChanged 13
		SP:Iteration 78Q (127594.440000 sec): 3 clusters
  Score: Raw -2449590.748641 + Penalty 3295.314380 = -2446295.434261
  nChanged 12
		SP:Iteration 79Q (127594.700000 sec): 3 clusters
  Score: Raw -2449592.543261 + Penalty 3295.314380 = -2446297.228880
  nChanged 6
		SP:Iteration 80F (127595.000000 sec): 3 clusters
  Score: Raw -2449593.464291 + Penalty 3295.314380 = -2446298.149911
  nChanged 4
		SP:Iteration 81Q (127595.300000 sec): 3 clusters
  Score: Raw -2449593.765470 + Penalty 3295.314380 = -2446298.451090
  nChanged 3
		SP:Iteration 82Q (127595.590000 sec): 3 clusters
  Score: Raw -2449594.068819 + Penalty 3295.314380 = -2446298.754439
  nChanged 2
		SP:Iteration 83Q (127595.860000 sec): 3 clusters
  Score: Raw -2449594.508260 + Penalty 3295.314380 = -2446299.193880
  nChanged 3
		SP:Iteration 84Q (127596.140000 sec): 3 clusters
  Score: Raw -2449594.868708 + Penalty 3295.314380 = -2446299.554327
  nChanged 2
		SP:Iteration 85Q (127596.500000 sec): 3 clusters
  Score: Raw -2449595.133688 + Penalty 3295.314380 = -2446299.819308
  nChanged 1
		SP:Iteration 86Q (127596.750000 sec): 3 clusters
  Score: Raw -2449595.606804 + Penalty 3295.314380 = -2446300.292424
  nChanged 4
		SP:Iteration 87Q (127597.050000 sec): 3 clusters
  Score: Raw -2449596.535163 + Penalty 3295.314380 = -2446301.220783
  nChanged 3
		SP:Iteration 88Q (127597.400000 sec): 3 clusters
  Score: Raw -2449596.925114 + Penalty 3295.314380 = -2446301.610734
  nChanged 2
		SP:Iteration 89Q (127597.670000 sec): 3 clusters
  Score: Raw -2449597.199336 + Penalty 3295.314380 = -2446301.884956
  nChanged 2
		SP:Iteration 90Q (127597.960000 sec): 3 clusters
  Score: Raw -2449597.363284 + Penalty 3295.314380 = -2446302.048904
  nChanged 3
		SP:Iteration 91Q (127598.250000 sec): 3 clusters
  Score: Raw -2449597.661756 + Penalty 3295.314380 = -2446302.347376
  nChanged 4
		SP:Iteration 92Q (127598.500000 sec): 3 clusters
  Score: Raw -2449598.397062 + Penalty 3295.314380 = -2446303.082682
  nChanged 4
		SP:Iteration 93Q (127598.740000 sec): 3 clusters
  Score: Raw -2449599.306432 + Penalty 3295.314380 = -2446303.992052
  nChanged 6
		SP:Iteration 94Q (127599.000000 sec): 3 clusters
  Score: Raw -2449600.178899 + Penalty 3295.314380 = -2446304.864519
  nChanged 3
		SP:Iteration 95Q (127599.280000 sec): 3 clusters
  Score: Raw -2449600.684779 + Penalty 3295.314380 = -2446305.370399
  nChanged 5
		SP:Iteration 96Q (127599.570000 sec): 3 clusters
  Score: Raw -2449601.486087 + Penalty 3295.314380 = -2446306.171706
  nChanged 4
		SP:Iteration 97Q (127599.840000 sec): 3 clusters
  Score: Raw -2449602.083386 + Penalty 3295.314380 = -2446306.769006
  nChanged 4
		SP:Iteration 98Q (127600.130000 sec): 3 clusters
  Score: Raw -2449602.729994 + Penalty 3295.314380 = -2446307.415614
  nChanged 4
		SP:Iteration 99Q (127600.440000 sec): 3 clusters
  Score: Raw -2449603.672777 + Penalty 3295.314380 = -2446308.358396
  nChanged 6
		SP:Iteration 100F (127600.720000 sec): 3 clusters
  Score: Raw -2449604.771232 + Penalty 3295.314380 = -2446309.456852
  nChanged 7
		SP:Iteration 101Q (127600.980000 sec): 3 clusters
  Score: Raw -2449606.131501 + Penalty 3295.314380 = -2446310.817121
  nChanged 13
		SP:Iteration 102Q (127601.290000 sec): 3 clusters
  Score: Raw -2449608.648466 + Penalty 3295.314380 = -2446313.334086
  nChanged 9
		SP:Iteration 103Q (127601.560000 sec): 3 clusters
  Score: Raw -2449610.484918 + Penalty 3295.314380 = -2446315.170537
  nChanged 11
		SP:Iteration 104Q (127601.840000 sec): 3 clusters
  Score: Raw -2449612.723956 + Penalty 3295.314380 = -2446317.409576
  nChanged 4
		SP:Iteration 105Q (127602.090000 sec): 3 clusters
  Score: Raw -2449613.133180 + Penalty 3295.314380 = -2446317.818799
  nChanged 4
		SP:Iteration 106Q (127602.400000 sec): 3 clusters
  Score: Raw -2449613.724035 + Penalty 3295.314380 = -2446318.409655
  nChanged 3
		SP:Iteration 107Q (127602.710000 sec): 3 clusters
  Score: Raw -2449614.366218 + Penalty 3295.314380 = -2446319.051838
  nChanged 3
		SP:Iteration 108Q (127603.010000 sec): 3 clusters
  Score: Raw -2449614.923604 + Penalty 3295.314380 = -2446319.609224
  nChanged 2
		SP:Iteration 109Q (127603.290000 sec): 3 clusters
  Score: Raw -2449615.263361 + Penalty 3295.314380 = -2446319.948981
  nChanged 1
		SP:Iteration 110Q (127603.590000 sec): 3 clusters
  Score: Raw -2449615.343345 + Penalty 3295.314380 = -2446320.028965
  nChanged 0
		SP:Iteration 111F (127603.860000 sec): 3 clusters
  Score: Raw -2449615.343345 + Penalty 3295.314380 = -2446320.028965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127603.950000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127604.120000 sec): 3 clusters
  Score: Raw -49837.405561 + Penalty 2007.831837 = -47829.573724
  nChanged 107
		SP:Iteration 1F (127604.360000 sec): 3 clusters
  Score: Raw -49982.036584 + Penalty 2007.831837 = -47974.204747
  nChanged 36
		SP:Iteration 2F (127604.530000 sec): 3 clusters
  Score: Raw -50028.865713 + Penalty 2007.831837 = -48021.033876
  nChanged 12
		SP:Iteration 3Q (127604.700000 sec): 3 clusters
  Score: Raw -50049.719731 + Penalty 2007.831837 = -48041.887894
  nChanged 6
		SP:Iteration 4Q (127604.870000 sec): 3 clusters
  Score: Raw -50059.060442 + Penalty 2007.831837 = -48051.228605
  nChanged 1
		SP:Iteration 5Q (127605.080000 sec): 3 clusters
  Score: Raw -50059.795466 + Penalty 2007.831837 = -48051.963628
  nChanged 0
		SP:Iteration 6F (127605.240000 sec): 3 clusters
  Score: Raw -50059.795466 + Penalty 2007.831837 = -48051.963628
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (25009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127605.500000 sec): 2 clusters
  Score: Raw -2796565.319253 + Penalty 1645.636044 = -2794919.683209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127605.780000 sec): 3 clusters
  Score: Raw -2781303.264052 + Penalty 3291.272088 = -2778011.991965
  nChanged 11340
		SP:Iteration 1F (127606.080000 sec): 3 clusters
  Score: Raw -2787539.546292 + Penalty 3291.272088 = -2784248.274204
  nChanged 951
		SP:Iteration 2Q (127606.390000 sec): 3 clusters
  Score: Raw -2787793.716028 + Penalty 3291.272088 = -2784502.443940
  nChanged 848
		SP:Iteration 3Q (127606.630000 sec): 3 clusters
  Score: Raw -2788023.672733 + Penalty 3291.272088 = -2784732.400646
  nChanged 795
		SP:Iteration 4Q (127606.930000 sec): 3 clusters
  Score: Raw -2788239.323144 + Penalty 3291.272088 = -2784948.051056
  nChanged 822
		SP:Iteration 5Q (127607.200000 sec): 3 clusters
  Score: Raw -2788499.067653 + Penalty 3291.272088 = -2785207.795566
  nChanged 899
		SP:Iteration 6Q (127607.520000 sec): 3 clusters
  Score: Raw -2788835.284397 + Penalty 3291.272088 = -2785544.012310
  nChanged 1041
		SP:Iteration 7Q (127607.790000 sec): 3 clusters
  Score: Raw -2789290.167528 + Penalty 3291.272088 = -2785998.895440
  nChanged 1152
		SP:Iteration 8Q (127608.080000 sec): 3 clusters
  Score: Raw -2789900.368351 + Penalty 3291.272088 = -2786609.096263
  nChanged 1346
		SP:Iteration 9F (127608.370000 sec): 3 clusters
  Score: Raw -2790798.628838 + Penalty 3291.272088 = -2787507.356751
  nChanged 1456
		SP:Iteration 10F (127608.640000 sec): 3 clusters
  Score: Raw -2791943.814623 + Penalty 3291.272088 = -2788652.542535
  nChanged 1416
		SP:Iteration 11F (127608.950000 sec): 3 clusters
  Score: Raw -2793120.352934 + Penalty 3291.272088 = -2789829.080846
  nChanged 1179
		SP:Iteration 12Q (127609.220000 sec): 3 clusters
  Score: Raw -2794118.853724 + Penalty 3291.272088 = -2790827.581637
  nChanged 872
		SP:Iteration 13Q (127609.460000 sec): 3 clusters
  Score: Raw -2794789.921753 + Penalty 3291.272088 = -2791498.649666
  nChanged 622
		SP:Iteration 14Q (127609.760000 sec): 3 clusters
  Score: Raw -2795237.686918 + Penalty 3291.272088 = -2791946.414830
  nChanged 530
		SP:Iteration 15Q (127609.990000 sec): 3 clusters
  Score: Raw -2795633.925377 + Penalty 3291.272088 = -2792342.653289
  nChanged 417
		SP:Iteration 16Q (127610.280000 sec): 3 clusters
  Score: Raw -2795940.468171 + Penalty 3291.272088 = -2792649.196083
  nChanged 294
		SP:Iteration 17Q (127610.560000 sec): 3 clusters
  Score: Raw -2796160.647360 + Penalty 3291.272088 = -2792869.375272
  nChanged 214
		SP:Iteration 18Q (127610.790000 sec): 3 clusters
  Score: Raw -2796320.092087 + Penalty 3291.272088 = -2793028.819999
  nChanged 151
		SP:Iteration 19Q (127611.070000 sec): 3 clusters
  Score: Raw -2796434.968087 + Penalty 3291.272088 = -2793143.696000
  nChanged 108
		SP:Iteration 20F (127611.330000 sec): 3 clusters
  Score: Raw -2796515.718582 + Penalty 3291.272088 = -2793224.446495
  nChanged 89
		SP:Iteration 21Q (127611.610000 sec): 3 clusters
  Score: Raw -2796582.313321 + Penalty 3291.272088 = -2793291.041234
  nChanged 60
		SP:Iteration 22Q (127611.870000 sec): 3 clusters
  Score: Raw -2796626.105700 + Penalty 3291.272088 = -2793334.833612
  nChanged 33
		SP:Iteration 23Q (127612.180000 sec): 3 clusters
  Score: Raw -2796649.461728 + Penalty 3291.272088 = -2793358.189640
  nChanged 27
		SP:Iteration 24Q (127612.440000 sec): 3 clusters
  Score: Raw -2796671.088086 + Penalty 3291.272088 = -2793379.815999
  nChanged 19
		SP:Iteration 25Q (127612.710000 sec): 3 clusters
  Score: Raw -2796687.785016 + Penalty 3291.272088 = -2793396.512928
  nChanged 15
		SP:Iteration 26Q (127612.980000 sec): 3 clusters
  Score: Raw -2796700.660141 + Penalty 3291.272088 = -2793409.388054
  nChanged 14
		SP:Iteration 27Q (127613.230000 sec): 3 clusters
  Score: Raw -2796716.180559 + Penalty 3291.272088 = -2793424.908471
  nChanged 8
		SP:Iteration 28Q (127613.460000 sec): 3 clusters
  Score: Raw -2796722.067926 + Penalty 3291.272088 = -2793430.795839
  nChanged 5
		SP:Iteration 29Q (127613.720000 sec): 3 clusters
  Score: Raw -2796727.775973 + Penalty 3291.272088 = -2793436.503885
  nChanged 9
		SP:Iteration 30Q (127614.040000 sec): 3 clusters
  Score: Raw -2796733.397961 + Penalty 3291.272088 = -2793442.125873
  nChanged 4
		SP:Iteration 31Q (127614.280000 sec): 3 clusters
  Score: Raw -2796736.489666 + Penalty 3291.272088 = -2793445.217579
  nChanged 7
		SP:Iteration 32Q (127614.550000 sec): 3 clusters
  Score: Raw -2796741.710237 + Penalty 3291.272088 = -2793450.438150
  nChanged 5
		SP:Iteration 33Q (127614.860000 sec): 3 clusters
  Score: Raw -2796745.847508 + Penalty 3291.272088 = -2793454.575421
  nChanged 5
		SP:Iteration 34Q (127615.190000 sec): 3 clusters
  Score: Raw -2796751.303283 + Penalty 3291.272088 = -2793460.031196
  nChanged 2
		SP:Iteration 35Q (127615.460000 sec): 3 clusters
  Score: Raw -2796753.257137 + Penalty 3291.272088 = -2793461.985049
  nChanged 3
		SP:Iteration 36Q (127615.780000 sec): 3 clusters
  Score: Raw -2796755.763375 + Penalty 3291.272088 = -2793464.491287
  nChanged 1
		SP:Iteration 37Q (127616.060000 sec): 3 clusters
  Score: Raw -2796756.467010 + Penalty 3291.272088 = -2793465.194922
  nChanged 1
		SP:Iteration 38Q (127616.340000 sec): 3 clusters
  Score: Raw -2796757.234461 + Penalty 3291.272088 = -2793465.962373
  nChanged 0
		SP:Iteration 39F (127616.610000 sec): 3 clusters
  Score: Raw -2796757.234461 + Penalty 3291.272088 = -2793465.962373
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127616.720000 sec): 2 clusters
  Score: Raw -613630.605979 + Penalty 1417.947709 = -612212.658270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127616.940000 sec): 3 clusters
  Score: Raw -610341.967763 + Penalty 2835.895418 = -607506.072345
  nChanged 2590
		SP:Iteration 1F (127617.140000 sec): 3 clusters
  Score: Raw -611806.336646 + Penalty 2835.895418 = -608970.441228
  nChanged 409
		SP:Iteration 2F (127617.340000 sec): 3 clusters
  Score: Raw -612010.391983 + Penalty 2835.895418 = -609174.496565
  nChanged 338
		SP:Iteration 3F (127617.550000 sec): 3 clusters
  Score: Raw -612180.162870 + Penalty 2835.895418 = -609344.267451
  nChanged 294
		SP:Iteration 4Q (127617.720000 sec): 3 clusters
  Score: Raw -612343.717648 + Penalty 2835.895418 = -609507.822229
  nChanged 298
		SP:Iteration 5Q (127617.950000 sec): 3 clusters
  Score: Raw -612511.308058 + Penalty 2835.895418 = -609675.412640
  nChanged 301
		SP:Iteration 6Q (127618.130000 sec): 3 clusters
  Score: Raw -612701.750306 + Penalty 2835.895418 = -609865.854888
  nChanged 303
		SP:Iteration 7Q (127618.330000 sec): 3 clusters
  Score: Raw -612900.742122 + Penalty 2835.895418 = -610064.846703
  nChanged 315
		SP:Iteration 8F (127618.540000 sec): 3 clusters
  Score: Raw -613108.154763 + Penalty 2835.895418 = -610272.259345
  nChanged 300
		SP:Iteration 9Q (127618.770000 sec): 3 clusters
  Score: Raw -613312.293240 + Penalty 2835.895418 = -610476.397821
  nChanged 277
		SP:Iteration 10Q (127618.980000 sec): 3 clusters
  Score: Raw -613501.211120 + Penalty 2835.895418 = -610665.315702
  nChanged 247
		SP:Iteration 11Q (127619.210000 sec): 3 clusters
  Score: Raw -613666.154670 + Penalty 2835.895418 = -610830.259252
  nChanged 198
		SP:Iteration 12Q (127619.410000 sec): 3 clusters
  Score: Raw -613771.246206 + Penalty 2835.895418 = -610935.350788
  nChanged 136
		SP:Iteration 13Q (127619.630000 sec): 3 clusters
  Score: Raw -613836.647365 + Penalty 2835.895418 = -611000.751947
  nChanged 122
		SP:Iteration 14Q (127619.860000 sec): 3 clusters
  Score: Raw -613902.971965 + Penalty 2835.895418 = -611067.076547
  nChanged 130
		SP:Iteration 15Q (127620.070000 sec): 3 clusters
  Score: Raw -613966.679068 + Penalty 2835.895418 = -611130.783650
  nChanged 92
		SP:Iteration 16Q (127620.260000 sec): 3 clusters
  Score: Raw -614011.155528 + Penalty 2835.895418 = -611175.260110
  nChanged 83
		SP:Iteration 17Q (127620.480000 sec): 3 clusters
  Score: Raw -614056.666009 + Penalty 2835.895418 = -611220.770591
  nChanged 85
		SP:Iteration 18Q (127620.720000 sec): 3 clusters
  Score: Raw -614098.248169 + Penalty 2835.895418 = -611262.352750
  nChanged 60
		SP:Iteration 19Q (127620.880000 sec): 3 clusters
  Score: Raw -614127.564703 + Penalty 2835.895418 = -611291.669285
  nChanged 46
		SP:Iteration 20F (127621.130000 sec): 3 clusters
  Score: Raw -614148.119799 + Penalty 2835.895418 = -611312.224381
  nChanged 42
		SP:Iteration 21Q (127621.350000 sec): 3 clusters
  Score: Raw -614166.467547 + Penalty 2835.895418 = -611330.572129
  nChanged 52
		SP:Iteration 22Q (127621.570000 sec): 3 clusters
  Score: Raw -614191.713441 + Penalty 2835.895418 = -611355.818022
  nChanged 41
		SP:Iteration 23Q (127621.760000 sec): 3 clusters
  Score: Raw -614207.745339 + Penalty 2835.895418 = -611371.849921
  nChanged 28
		SP:Iteration 24Q (127621.970000 sec): 3 clusters
  Score: Raw -614218.036356 + Penalty 2835.895418 = -611382.140937
  nChanged 21
		SP:Iteration 25Q (127622.180000 sec): 3 clusters
  Score: Raw -614225.447860 + Penalty 2835.895418 = -611389.552441
  nChanged 23
		SP:Iteration 26Q (127622.380000 sec): 3 clusters
  Score: Raw -614233.414823 + Penalty 2835.895418 = -611397.519405
  nChanged 20
		SP:Iteration 27Q (127622.580000 sec): 3 clusters
  Score: Raw -614239.559133 + Penalty 2835.895418 = -611403.663715
  nChanged 13
		SP:Iteration 28Q (127622.770000 sec): 3 clusters
  Score: Raw -614244.014211 + Penalty 2835.895418 = -611408.118793
  nChanged 6
		SP:Iteration 29Q (127622.970000 sec): 3 clusters
  Score: Raw -614245.594144 + Penalty 2835.895418 = -611409.698726
  nChanged 11
		SP:Iteration 30Q (127623.170000 sec): 3 clusters
  Score: Raw -614248.826050 + Penalty 2835.895418 = -611412.930632
  nChanged 9
		SP:Iteration 31Q (127623.370000 sec): 3 clusters
  Score: Raw -614251.395657 + Penalty 2835.895418 = -611415.500238
  nChanged 6
		SP:Iteration 32Q (127623.600000 sec): 3 clusters
  Score: Raw -614253.107309 + Penalty 2835.895418 = -611417.211890
  nChanged 8
		SP:Iteration 33Q (127623.810000 sec): 3 clusters
  Score: Raw -614255.011223 + Penalty 2835.895418 = -611419.115805
  nChanged 10
		SP:Iteration 34Q (127624.040000 sec): 3 clusters
  Score: Raw -614257.801384 + Penalty 2835.895418 = -611421.905966
  nChanged 11
		SP:Iteration 35Q (127624.230000 sec): 3 clusters
  Score: Raw -614261.046090 + Penalty 2835.895418 = -611425.150672
  nChanged 11
		SP:Iteration 36Q (127624.440000 sec): 3 clusters
  Score: Raw -614265.194594 + Penalty 2835.895418 = -611429.299176
  nChanged 14
		SP:Iteration 37Q (127624.650000 sec): 3 clusters
  Score: Raw -614268.979066 + Penalty 2835.895418 = -611433.083648
  nChanged 11
		SP:Iteration 38Q (127624.900000 sec): 3 clusters
  Score: Raw -614271.992222 + Penalty 2835.895418 = -611436.096804
  nChanged 8
		SP:Iteration 39Q (127625.080000 sec): 3 clusters
  Score: Raw -614274.503665 + Penalty 2835.895418 = -611438.608247
  nChanged 10
		SP:Iteration 40F (127625.320000 sec): 3 clusters
  Score: Raw -614279.915168 + Penalty 2835.895418 = -611444.019750
  nChanged 8
		SP:Iteration 41Q (127625.500000 sec): 3 clusters
  Score: Raw -614283.906914 + Penalty 2835.895418 = -611448.011496
  nChanged 9
		SP:Iteration 42Q (127625.690000 sec): 3 clusters
  Score: Raw -614287.255632 + Penalty 2835.895418 = -611451.360213
  nChanged 8
		SP:Iteration 43Q (127625.870000 sec): 3 clusters
  Score: Raw -614289.211161 + Penalty 2835.895418 = -611453.315743
  nChanged 2
		SP:Iteration 44Q (127626.060000 sec): 3 clusters
  Score: Raw -614289.946814 + Penalty 2835.895418 = -611454.051395
  nChanged 4
		SP:Iteration 45Q (127626.290000 sec): 3 clusters
  Score: Raw -614291.505303 + Penalty 2835.895418 = -611455.609885
  nChanged 6
		SP:Iteration 46Q (127626.530000 sec): 3 clusters
  Score: Raw -614293.357830 + Penalty 2835.895418 = -611457.462412
  nChanged 8
		SP:Iteration 47Q (127626.680000 sec): 3 clusters
  Score: Raw -614296.955145 + Penalty 2835.895418 = -611461.059726
  nChanged 6
		SP:Iteration 48Q (127626.900000 sec): 3 clusters
  Score: Raw -614299.145282 + Penalty 2835.895418 = -611463.249863
  nChanged 4
		SP:Iteration 49Q (127627.140000 sec): 3 clusters
  Score: Raw -614300.102250 + Penalty 2835.895418 = -611464.206832
  nChanged 4
		SP:Iteration 50Q (127627.360000 sec): 3 clusters
  Score: Raw -614301.273643 + Penalty 2835.895418 = -611465.378225
  nChanged 1
		SP:Iteration 51Q (127627.520000 sec): 3 clusters
  Score: Raw -614301.366351 + Penalty 2835.895418 = -611465.470933
  nChanged 2
		SP:Iteration 52Q (127627.730000 sec): 3 clusters
  Score: Raw -614301.647271 + Penalty 2835.895418 = -611465.751852
  nChanged 4
		SP:Iteration 53Q (127627.970000 sec): 3 clusters
  Score: Raw -614302.390607 + Penalty 2835.895418 = -611466.495188
  nChanged 7
		SP:Iteration 54Q (127628.140000 sec): 3 clusters
  Score: Raw -614305.250602 + Penalty 2835.895418 = -611469.355184
  nChanged 5
		SP:Iteration 55Q (127628.340000 sec): 3 clusters
  Score: Raw -614306.426543 + Penalty 2835.895418 = -611470.531124
  nChanged 3
		SP:Iteration 56Q (127628.530000 sec): 3 clusters
  Score: Raw -614307.543485 + Penalty 2835.895418 = -611471.648066
  nChanged 2
		SP:Iteration 57Q (127628.700000 sec): 3 clusters
  Score: Raw -614308.233755 + Penalty 2835.895418 = -611472.338336
  nChanged 3
		SP:Iteration 58Q (127628.940000 sec): 3 clusters
  Score: Raw -614309.625174 + Penalty 2835.895418 = -611473.729756
  nChanged 3
		SP:Iteration 59Q (127629.100000 sec): 3 clusters
  Score: Raw -614311.011614 + Penalty 2835.895418 = -611475.116196
  nChanged 2
		SP:Iteration 60F (127629.310000 sec): 3 clusters
  Score: Raw -614312.166188 + Penalty 2835.895418 = -611476.270770
  nChanged 2
		SP:Iteration 61Q (127629.530000 sec): 3 clusters
  Score: Raw -614313.083884 + Penalty 2835.895418 = -611477.188465
  nChanged 3
		SP:Iteration 62Q (127629.730000 sec): 3 clusters
  Score: Raw -614314.672402 + Penalty 2835.895418 = -611478.776983
  nChanged 0
		SP:Iteration 63F (127629.910000 sec): 3 clusters
  Score: Raw -614314.672402 + Penalty 2835.895418 = -611478.776983
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (7084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127630.060000 sec): 2 clusters
  Score: Raw -708871.522239 + Penalty 1440.659025 = -707430.863214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127630.250000 sec): 3 clusters
  Score: Raw -705013.740807 + Penalty 2881.318050 = -702132.422757
  nChanged 2926
		SP:Iteration 1F (127630.460000 sec): 3 clusters
  Score: Raw -706541.522225 + Penalty 2881.318050 = -703660.204175
  nChanged 462
		SP:Iteration 2F (127630.690000 sec): 3 clusters
  Score: Raw -706767.595542 + Penalty 2881.318050 = -703886.277493
  nChanged 348
		SP:Iteration 3Q (127630.900000 sec): 3 clusters
  Score: Raw -706910.801731 + Penalty 2881.318050 = -704029.483681
  nChanged 298
		SP:Iteration 4Q (127631.140000 sec): 3 clusters
  Score: Raw -707030.878249 + Penalty 2881.318050 = -704149.560199
  nChanged 247
		SP:Iteration 5Q (127631.340000 sec): 3 clusters
  Score: Raw -707135.455081 + Penalty 2881.318050 = -704254.137031
  nChanged 232
		SP:Iteration 6Q (127631.530000 sec): 3 clusters
  Score: Raw -707233.001015 + Penalty 2881.318050 = -704351.682966
  nChanged 216
		SP:Iteration 7Q (127631.760000 sec): 3 clusters
  Score: Raw -707332.735589 + Penalty 2881.318050 = -704451.417540
  nChanged 216
		SP:Iteration 8Q (127631.940000 sec): 3 clusters
  Score: Raw -707418.896424 + Penalty 2881.318050 = -704537.578375
  nChanged 209
		SP:Iteration 9Q (127632.170000 sec): 3 clusters
  Score: Raw -707495.805786 + Penalty 2881.318050 = -704614.487736
  nChanged 197
		SP:Iteration 10Q (127632.400000 sec): 3 clusters
  Score: Raw -707567.114034 + Penalty 2881.318050 = -704685.795984
  nChanged 182
		SP:Iteration 11Q (127632.590000 sec): 3 clusters
  Score: Raw -707654.473595 + Penalty 2881.318050 = -704773.155545
  nChanged 204
		SP:Iteration 12Q (127632.820000 sec): 3 clusters
  Score: Raw -707766.435357 + Penalty 2881.318050 = -704885.117307
  nChanged 191
		SP:Iteration 13Q (127633.020000 sec): 3 clusters
  Score: Raw -707869.874431 + Penalty 2881.318050 = -704988.556381
  nChanged 191
		SP:Iteration 14Q (127633.230000 sec): 3 clusters
  Score: Raw -707974.944018 + Penalty 2881.318050 = -705093.625968
  nChanged 212
		SP:Iteration 15Q (127633.420000 sec): 3 clusters
  Score: Raw -708099.837438 + Penalty 2881.318050 = -705218.519389
  nChanged 198
		SP:Iteration 16Q (127633.650000 sec): 3 clusters
  Score: Raw -708229.920488 + Penalty 2881.318050 = -705348.602438
  nChanged 187
		SP:Iteration 17Q (127633.830000 sec): 3 clusters
  Score: Raw -708359.124699 + Penalty 2881.318050 = -705477.806649
  nChanged 191
		SP:Iteration 18Q (127634.020000 sec): 3 clusters
  Score: Raw -708475.733852 + Penalty 2881.318050 = -705594.415803
  nChanged 175
		SP:Iteration 19Q (127634.230000 sec): 3 clusters
  Score: Raw -708572.859753 + Penalty 2881.318050 = -705691.541704
  nChanged 137
		SP:Iteration 20F (127634.420000 sec): 3 clusters
  Score: Raw -708642.299059 + Penalty 2881.318050 = -705760.981010
  nChanged 126
		SP:Iteration 21Q (127634.630000 sec): 3 clusters
  Score: Raw -708694.928141 + Penalty 2881.318050 = -705813.610092
  nChanged 89
		SP:Iteration 22Q (127634.840000 sec): 3 clusters
  Score: Raw -708733.917255 + Penalty 2881.318050 = -705852.599205
  nChanged 66
		SP:Iteration 23Q (127635.030000 sec): 3 clusters
  Score: Raw -708766.086138 + Penalty 2881.318050 = -705884.768088
  nChanged 59
		SP:Iteration 24Q (127635.250000 sec): 3 clusters
  Score: Raw -708795.373425 + Penalty 2881.318050 = -705914.055376
  nChanged 54
		SP:Iteration 25Q (127635.470000 sec): 3 clusters
  Score: Raw -708823.031660 + Penalty 2881.318050 = -705941.713611
  nChanged 58
		SP:Iteration 26Q (127635.660000 sec): 3 clusters
  Score: Raw -708852.501167 + Penalty 2881.318050 = -705971.183117
  nChanged 64
		SP:Iteration 27Q (127635.920000 sec): 3 clusters
  Score: Raw -708880.596392 + Penalty 2881.318050 = -705999.278342
  nChanged 59
		SP:Iteration 28Q (127636.150000 sec): 3 clusters
  Score: Raw -708904.110420 + Penalty 2881.318050 = -706022.792370
  nChanged 49
		SP:Iteration 29Q (127636.370000 sec): 3 clusters
  Score: Raw -708926.524357 + Penalty 2881.318050 = -706045.206307
  nChanged 58
		SP:Iteration 30Q (127636.580000 sec): 3 clusters
  Score: Raw -708953.326389 + Penalty 2881.318050 = -706072.008339
  nChanged 54
		SP:Iteration 31Q (127636.800000 sec): 3 clusters
  Score: Raw -708982.416882 + Penalty 2881.318050 = -706101.098833
  nChanged 62
		SP:Iteration 32Q (127637.020000 sec): 3 clusters
  Score: Raw -709022.156476 + Penalty 2881.318050 = -706140.838426
  nChanged 75
		SP:Iteration 33Q (127637.230000 sec): 3 clusters
  Score: Raw -709082.059907 + Penalty 2881.318050 = -706200.741857
  nChanged 68
		SP:Iteration 34Q (127637.460000 sec): 3 clusters
  Score: Raw -709137.870828 + Penalty 2881.318050 = -706256.552778
  nChanged 60
		SP:Iteration 35Q (127637.650000 sec): 3 clusters
  Score: Raw -709187.908561 + Penalty 2881.318050 = -706306.590511
  nChanged 67
		SP:Iteration 36Q (127637.850000 sec): 3 clusters
  Score: Raw -709216.934497 + Penalty 2881.318050 = -706335.616447
  nChanged 43
		SP:Iteration 37Q (127638.040000 sec): 3 clusters
  Score: Raw -709232.155422 + Penalty 2881.318050 = -706350.837372
  nChanged 33
		SP:Iteration 38Q (127638.270000 sec): 3 clusters
  Score: Raw -709244.718452 + Penalty 2881.318050 = -706363.400403
  nChanged 32
		SP:Iteration 39Q (127638.510000 sec): 3 clusters
  Score: Raw -709257.369129 + Penalty 2881.318050 = -706376.051079
  nChanged 34
		SP:Iteration 40F (127638.730000 sec): 3 clusters
  Score: Raw -709268.653209 + Penalty 2881.318050 = -706387.335160
  nChanged 22
		SP:Iteration 41Q (127638.910000 sec): 3 clusters
  Score: Raw -709279.960027 + Penalty 2881.318050 = -706398.641977
  nChanged 31
		SP:Iteration 42Q (127639.170000 sec): 3 clusters
  Score: Raw -709293.188581 + Penalty 2881.318050 = -706411.870531
  nChanged 28
		SP:Iteration 43Q (127639.390000 sec): 3 clusters
  Score: Raw -709304.842714 + Penalty 2881.318050 = -706423.524664
  nChanged 28
		SP:Iteration 44Q (127639.620000 sec): 3 clusters
  Score: Raw -709312.300519 + Penalty 2881.318050 = -706430.982469
  nChanged 19
		SP:Iteration 45Q (127639.840000 sec): 3 clusters
  Score: Raw -709315.773298 + Penalty 2881.318050 = -706434.455249
  nChanged 12
		SP:Iteration 46Q (127640.040000 sec): 3 clusters
  Score: Raw -709318.647872 + Penalty 2881.318050 = -706437.329823
  nChanged 10
		SP:Iteration 47Q (127640.280000 sec): 3 clusters
  Score: Raw -709320.672546 + Penalty 2881.318050 = -706439.354497
  nChanged 5
		SP:Iteration 48Q (127640.470000 sec): 3 clusters
  Score: Raw -709321.898036 + Penalty 2881.318050 = -706440.579986
  nChanged 2
		SP:Iteration 49Q (127640.680000 sec): 3 clusters
  Score: Raw -709322.454259 + Penalty 2881.318050 = -706441.136209
  nChanged 2
		SP:Iteration 50Q (127640.960000 sec): 3 clusters
  Score: Raw -709322.915931 + Penalty 2881.318050 = -706441.597881
  nChanged 2
		SP:Iteration 51Q (127641.170000 sec): 3 clusters
  Score: Raw -709323.440572 + Penalty 2881.318050 = -706442.122523
  nChanged 2
		SP:Iteration 52Q (127641.340000 sec): 3 clusters
  Score: Raw -709324.221827 + Penalty 2881.318050 = -706442.903777
  nChanged 5
		SP:Iteration 53Q (127641.540000 sec): 3 clusters
  Score: Raw -709325.504225 + Penalty 2881.318050 = -706444.186176
  nChanged 3
		SP:Iteration 54Q (127641.790000 sec): 3 clusters
  Score: Raw -709326.182119 + Penalty 2881.318050 = -706444.864069
  nChanged 2
		SP:Iteration 55Q (127642.010000 sec): 3 clusters
  Score: Raw -709326.450873 + Penalty 2881.318050 = -706445.132823
  nChanged 3
		SP:Iteration 56Q (127642.220000 sec): 3 clusters
  Score: Raw -709326.780298 + Penalty 2881.318050 = -706445.462248
  nChanged 1
		SP:Iteration 57Q (127642.410000 sec): 3 clusters
  Score: Raw -709326.954208 + Penalty 2881.318050 = -706445.636158
  nChanged 2
		SP:Iteration 58Q (127642.630000 sec): 3 clusters
  Score: Raw -709327.251992 + Penalty 2881.318050 = -706445.933943
  nChanged 3
		SP:Iteration 59Q (127642.850000 sec): 3 clusters
  Score: Raw -709327.803280 + Penalty 2881.318050 = -706446.485230
  nChanged 4
		SP:Iteration 60F (127643.030000 sec): 3 clusters
  Score: Raw -709328.427490 + Penalty 2881.318050 = -706447.109441
  nChanged 2
		SP:Iteration 61Q (127643.230000 sec): 3 clusters
  Score: Raw -709328.991651 + Penalty 2881.318050 = -706447.673601
  nChanged 1
		SP:Iteration 62Q (127643.450000 sec): 3 clusters
  Score: Raw -709329.230272 + Penalty 2881.318050 = -706447.912223
  nChanged 1
		SP:Iteration 63Q (127643.610000 sec): 3 clusters
  Score: Raw -709329.320503 + Penalty 2881.318050 = -706448.002453
  nChanged 0
		SP:Iteration 64F (127643.810000 sec): 3 clusters
  Score: Raw -709329.320503 + Penalty 2881.318050 = -706448.002453
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127643.950000 sec): 2 clusters
  Score: Raw -144387.985825 + Penalty 1167.871416 = -143220.114409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127644.100000 sec): 3 clusters
  Score: Raw -143859.741652 + Penalty 2335.742832 = -141523.998820
  nChanged 440
		SP:Iteration 1F (127644.270000 sec): 3 clusters
  Score: Raw -144206.402652 + Penalty 2335.742832 = -141870.659820
  nChanged 103
		SP:Iteration 2F (127644.440000 sec): 3 clusters
  Score: Raw -144325.506759 + Penalty 2335.742832 = -141989.763927
  nChanged 68
		SP:Iteration 3F (127644.620000 sec): 3 clusters
  Score: Raw -144378.420076 + Penalty 2335.742832 = -142042.677244
  nChanged 41
		SP:Iteration 4Q (127644.820000 sec): 3 clusters
  Score: Raw -144407.217348 + Penalty 2335.742832 = -142071.474517
  nChanged 23
		SP:Iteration 5Q (127645.010000 sec): 3 clusters
  Score: Raw -144425.598767 + Penalty 2335.742832 = -142089.855935
  nChanged 16
		SP:Iteration 6Q (127645.220000 sec): 3 clusters
  Score: Raw -144435.918268 + Penalty 2335.742832 = -142100.175436
  nChanged 9
		SP:Iteration 7Q (127645.390000 sec): 3 clusters
  Score: Raw -144439.740035 + Penalty 2335.742832 = -142103.997204
  nChanged 6
		SP:Iteration 8Q (127645.570000 sec): 3 clusters
  Score: Raw -144442.085848 + Penalty 2335.742832 = -142106.343016
  nChanged 3
		SP:Iteration 9Q (127645.750000 sec): 3 clusters
  Score: Raw -144443.412264 + Penalty 2335.742832 = -142107.669432
  nChanged 1
		SP:Iteration 10Q (127645.980000 sec): 3 clusters
  Score: Raw -144443.614736 + Penalty 2335.742832 = -142107.871905
  nChanged 2
		SP:Iteration 11Q (127646.170000 sec): 3 clusters
  Score: Raw -144444.310689 + Penalty 2335.742832 = -142108.567858
  nChanged 1
		SP:Iteration 12Q (127646.340000 sec): 3 clusters
  Score: Raw -144444.677579 + Penalty 2335.742832 = -142108.934747
  nChanged 2
		SP:Iteration 13Q (127646.560000 sec): 3 clusters
  Score: Raw -144449.021453 + Penalty 2335.742832 = -142113.278621
  nChanged 4
		SP:Iteration 14Q (127646.780000 sec): 3 clusters
  Score: Raw -144450.701091 + Penalty 2335.742832 = -142114.958260
  nChanged 3
		SP:Iteration 15Q (127647.010000 sec): 3 clusters
  Score: Raw -144452.701764 + Penalty 2335.742832 = -142116.958932
  nChanged 6
		SP:Iteration 16Q (127647.200000 sec): 3 clusters
  Score: Raw -144457.393283 + Penalty 2335.742832 = -142121.650451
  nChanged 9
		SP:Iteration 17Q (127647.360000 sec): 3 clusters
  Score: Raw -144462.898577 + Penalty 2335.742832 = -142127.155746
  nChanged 6
		SP:Iteration 18Q (127647.520000 sec): 3 clusters
  Score: Raw -144465.103526 + Penalty 2335.742832 = -142129.360694
  nChanged 6
		SP:Iteration 19Q (127647.730000 sec): 3 clusters
  Score: Raw -144471.060803 + Penalty 2335.742832 = -142135.317972
  nChanged 5
		SP:Iteration 20F (127647.910000 sec): 3 clusters
  Score: Raw -144474.518869 + Penalty 2335.742832 = -142138.776037
  nChanged 5
		SP:Iteration 21Q (127648.070000 sec): 3 clusters
  Score: Raw -144477.053678 + Penalty 2335.742832 = -142141.310846
  nChanged 3
		SP:Iteration 22Q (127648.280000 sec): 3 clusters
  Score: Raw -144478.087468 + Penalty 2335.742832 = -142142.344636
  nChanged 2
		SP:Iteration 23Q (127648.440000 sec): 3 clusters
  Score: Raw -144479.401510 + Penalty 2335.742832 = -142143.658678
  nChanged 2
		SP:Iteration 24Q (127648.630000 sec): 3 clusters
  Score: Raw -144479.757160 + Penalty 2335.742832 = -142144.014329
  nChanged 1
		SP:Iteration 25Q (127648.780000 sec): 3 clusters
  Score: Raw -144481.458100 + Penalty 2335.742832 = -142145.715268
  nChanged 1
		SP:Iteration 26Q (127648.940000 sec): 3 clusters
  Score: Raw -144482.579618 + Penalty 2335.742832 = -142146.836786
  nChanged 0
		SP:Iteration 27F (127649.130000 sec): 3 clusters
  Score: Raw -144482.579618 + Penalty 2335.742832 = -142146.836786
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (107520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127649.690000 sec): 2 clusters
  Score: Raw -11086694.426298 + Penalty 1882.632725 = -11084811.793573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127650.300000 sec): 3 clusters
  Score: Raw -11016545.928402 + Penalty 3765.265451 = -11012780.662951
  nChanged 51318
		SP:Iteration 1F (127650.900000 sec): 3 clusters
  Score: Raw -11047559.403120 + Penalty 3765.265451 = -11043794.137670
  nChanged 4889
		SP:Iteration 2Q (127651.540000 sec): 3 clusters
  Score: Raw -11049561.040712 + Penalty 3765.265451 = -11045795.775261
  nChanged 6281
		SP:Iteration 3F (127652.210000 sec): 3 clusters
  Score: Raw -11052970.660752 + Penalty 3765.265451 = -11049205.395301
  nChanged 7976
		SP:Iteration 4F (127652.810000 sec): 3 clusters
  Score: Raw -11058620.394137 + Penalty 3765.265451 = -11054855.128687
  nChanged 9276
		SP:Iteration 5F (127653.470000 sec): 3 clusters
  Score: Raw -11066854.903010 + Penalty 3765.265451 = -11063089.637560
  nChanged 8995
		SP:Iteration 6F (127654.080000 sec): 3 clusters
  Score: Raw -11075818.960603 + Penalty 3765.265451 = -11072053.695152
  nChanged 6186
		SP:Iteration 7F (127654.700000 sec): 3 clusters
  Score: Raw -11081911.720870 + Penalty 3765.265451 = -11078146.455419
  nChanged 3297
		SP:Iteration 8Q (127655.340000 sec): 3 clusters
  Score: Raw -11084963.783845 + Penalty 3765.265451 = -11081198.518395
  nChanged 1472
		SP:Iteration 9Q (127655.930000 sec): 3 clusters
  Score: Raw -11086214.487833 + Penalty 3765.265451 = -11082449.222382
  nChanged 586
		SP:Iteration 10Q (127656.580000 sec): 3 clusters
  Score: Raw -11086696.900568 + Penalty 3765.265451 = -11082931.635118
  nChanged 268
		SP:Iteration 11Q (127657.200000 sec): 3 clusters
  Score: Raw -11086911.927697 + Penalty 3765.265451 = -11083146.662246
  nChanged 129
		SP:Iteration 12Q (127657.800000 sec): 3 clusters
  Score: Raw -11087018.910194 + Penalty 3765.265451 = -11083253.644744
  nChanged 83
		SP:Iteration 13Q (127658.330000 sec): 3 clusters
  Score: Raw -11087081.173273 + Penalty 3765.265451 = -11083315.907822
  nChanged 49
		SP:Iteration 14Q (127658.870000 sec): 3 clusters
  Score: Raw -11087122.238860 + Penalty 3765.265451 = -11083356.973410
  nChanged 43
		SP:Iteration 15Q (127659.400000 sec): 3 clusters
  Score: Raw -11087149.201041 + Penalty 3765.265451 = -11083383.935591
  nChanged 34
		SP:Iteration 16Q (127659.960000 sec): 3 clusters
  Score: Raw -11087165.680710 + Penalty 3765.265451 = -11083400.415260
  nChanged 26
		SP:Iteration 17Q (127660.510000 sec): 3 clusters
  Score: Raw -11087183.989634 + Penalty 3765.265451 = -11083418.724184
  nChanged 17
		SP:Iteration 18Q (127661.060000 sec): 3 clusters
  Score: Raw -11087195.466752 + Penalty 3765.265451 = -11083430.201301
  nChanged 19
		SP:Iteration 19Q (127661.650000 sec): 3 clusters
  Score: Raw -11087211.683983 + Penalty 3765.265451 = -11083446.418532
  nChanged 22
		SP:Iteration 20F (127662.250000 sec): 3 clusters
  Score: Raw -11087226.362483 + Penalty 3765.265451 = -11083461.097033
  nChanged 12
		SP:Iteration 21Q (127662.820000 sec): 3 clusters
  Score: Raw -11087233.385986 + Penalty 3765.265451 = -11083468.120536
  nChanged 8
		SP:Iteration 22Q (127663.340000 sec): 3 clusters
  Score: Raw -11087236.909814 + Penalty 3765.265451 = -11083471.644363
  nChanged 5
		SP:Iteration 23Q (127663.910000 sec): 3 clusters
  Score: Raw -11087239.924426 + Penalty 3765.265451 = -11083474.658976
  nChanged 6
		SP:Iteration 24Q (127664.460000 sec): 3 clusters
  Score: Raw -11087243.048255 + Penalty 3765.265451 = -11083477.782804
  nChanged 3
		SP:Iteration 25Q (127665.050000 sec): 3 clusters
  Score: Raw -11087244.798648 + Penalty 3765.265451 = -11083479.533198
  nChanged 3
		SP:Iteration 26Q (127665.670000 sec): 3 clusters
  Score: Raw -11087245.619852 + Penalty 3765.265451 = -11083480.354401
  nChanged 1
		SP:Iteration 27Q (127666.240000 sec): 3 clusters
  Score: Raw -11087246.389475 + Penalty 3765.265451 = -11083481.124025
  nChanged 2
		SP:Iteration 28Q (127666.830000 sec): 3 clusters
  Score: Raw -11087247.535929 + Penalty 3765.265451 = -11083482.270478
  nChanged 4
		SP:Iteration 29Q (127667.440000 sec): 3 clusters
  Score: Raw -11087249.285654 + Penalty 3765.265451 = -11083484.020203
  nChanged 4
		SP:Iteration 30Q (127668.010000 sec): 3 clusters
  Score: Raw -11087250.750386 + Penalty 3765.265451 = -11083485.484936
  nChanged 5
		SP:Iteration 31Q (127668.540000 sec): 3 clusters
  Score: Raw -11087254.689712 + Penalty 3765.265451 = -11083489.424261
  nChanged 7
		SP:Iteration 32Q (127669.170000 sec): 3 clusters
  Score: Raw -11087258.879617 + Penalty 3765.265451 = -11083493.614166
  nChanged 5
		SP:Iteration 33Q (127669.710000 sec): 3 clusters
  Score: Raw -11087261.391469 + Penalty 3765.265451 = -11083496.126018
  nChanged 6
		SP:Iteration 34Q (127670.240000 sec): 3 clusters
  Score: Raw -11087263.241107 + Penalty 3765.265451 = -11083497.975656
  nChanged 3
		SP:Iteration 35Q (127670.810000 sec): 3 clusters
  Score: Raw -11087264.690957 + Penalty 3765.265451 = -11083499.425507
  nChanged 3
		SP:Iteration 36Q (127671.330000 sec): 3 clusters
  Score: Raw -11087265.516990 + Penalty 3765.265451 = -11083500.251539
  nChanged 1
		SP:Iteration 37Q (127671.870000 sec): 3 clusters
  Score: Raw -11087265.768794 + Penalty 3765.265451 = -11083500.503343
  nChanged 2
		SP:Iteration 38Q (127672.430000 sec): 3 clusters
  Score: Raw -11087266.269195 + Penalty 3765.265451 = -11083501.003744
  nChanged 1
		SP:Iteration 39Q (127673.030000 sec): 3 clusters
  Score: Raw -11087266.478431 + Penalty 3765.265451 = -11083501.212981
  nChanged 0
		SP:Iteration 40F (127673.640000 sec): 3 clusters
  Score: Raw -11087266.478431 + Penalty 3765.265451 = -11083501.212981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127673.770000 sec): 2 clusters
  Score: Raw -302301.439779 + Penalty 1304.305753 = -300997.134026
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127673.970000 sec): 3 clusters
  Score: Raw -300818.287730 + Penalty 2608.611505 = -298209.676224
  nChanged 1188
		SP:Iteration 1F (127674.160000 sec): 3 clusters
  Score: Raw -301531.240805 + Penalty 2608.611505 = -298922.629299
  nChanged 245
		SP:Iteration 2F (127674.350000 sec): 3 clusters
  Score: Raw -301680.354031 + Penalty 2608.611505 = -299071.742526
  nChanged 148
		SP:Iteration 3Q (127674.540000 sec): 3 clusters
  Score: Raw -301770.476951 + Penalty 2608.611505 = -299161.865446
  nChanged 113
		SP:Iteration 4Q (127674.700000 sec): 3 clusters
  Score: Raw -301834.517282 + Penalty 2608.611505 = -299225.905777
  nChanged 101
		SP:Iteration 5Q (127674.890000 sec): 3 clusters
  Score: Raw -301892.793988 + Penalty 2608.611505 = -299284.182483
  nChanged 88
		SP:Iteration 6Q (127675.070000 sec): 3 clusters
  Score: Raw -301936.418264 + Penalty 2608.611505 = -299327.806759
  nChanged 71
		SP:Iteration 7Q (127675.250000 sec): 3 clusters
  Score: Raw -301973.063745 + Penalty 2608.611505 = -299364.452240
  nChanged 52
		SP:Iteration 8Q (127675.410000 sec): 3 clusters
  Score: Raw -301998.136012 + Penalty 2608.611505 = -299389.524507
  nChanged 41
		SP:Iteration 9Q (127675.650000 sec): 3 clusters
  Score: Raw -302018.342421 + Penalty 2608.611505 = -299409.730915
  nChanged 47
		SP:Iteration 10Q (127675.810000 sec): 3 clusters
  Score: Raw -302041.453333 + Penalty 2608.611505 = -299432.841828
  nChanged 52
		SP:Iteration 11Q (127676.020000 sec): 3 clusters
  Score: Raw -302068.575096 + Penalty 2608.611505 = -299459.963591
  nChanged 50
		SP:Iteration 12Q (127676.190000 sec): 3 clusters
  Score: Raw -302096.292616 + Penalty 2608.611505 = -299487.681111
  nChanged 46
		SP:Iteration 13Q (127676.350000 sec): 3 clusters
  Score: Raw -302123.141141 + Penalty 2608.611505 = -299514.529636
  nChanged 45
		SP:Iteration 14Q (127676.500000 sec): 3 clusters
  Score: Raw -302153.844455 + Penalty 2608.611505 = -299545.232950
  nChanged 53
		SP:Iteration 15Q (127676.690000 sec): 3 clusters
  Score: Raw -302186.223308 + Penalty 2608.611505 = -299577.611803
  nChanged 54
		SP:Iteration 16Q (127676.870000 sec): 3 clusters
  Score: Raw -302215.217332 + Penalty 2608.611505 = -299606.605827
  nChanged 48
		SP:Iteration 17Q (127677.070000 sec): 3 clusters
  Score: Raw -302237.430344 + Penalty 2608.611505 = -299628.818838
  nChanged 42
		SP:Iteration 18Q (127677.250000 sec): 3 clusters
  Score: Raw -302259.546006 + Penalty 2608.611505 = -299650.934501
  nChanged 33
		SP:Iteration 19Q (127677.420000 sec): 3 clusters
  Score: Raw -302275.735728 + Penalty 2608.611505 = -299667.124222
  nChanged 28
		SP:Iteration 20F (127677.570000 sec): 3 clusters
  Score: Raw -302290.310082 + Penalty 2608.611505 = -299681.698577
  nChanged 21
		SP:Iteration 21Q (127677.750000 sec): 3 clusters
  Score: Raw -302301.299470 + Penalty 2608.611505 = -299692.687965
  nChanged 25
		SP:Iteration 22Q (127677.930000 sec): 3 clusters
  Score: Raw -302313.666906 + Penalty 2608.611505 = -299705.055401
  nChanged 18
		SP:Iteration 23Q (127678.120000 sec): 3 clusters
  Score: Raw -302320.028846 + Penalty 2608.611505 = -299711.417341
  nChanged 17
		SP:Iteration 24Q (127678.290000 sec): 3 clusters
  Score: Raw -302325.879342 + Penalty 2608.611505 = -299717.267837
  nChanged 14
		SP:Iteration 25Q (127678.430000 sec): 3 clusters
  Score: Raw -302331.120513 + Penalty 2608.611505 = -299722.509008
  nChanged 19
		SP:Iteration 26Q (127678.620000 sec): 3 clusters
  Score: Raw -302337.099078 + Penalty 2608.611505 = -299728.487572
  nChanged 14
		SP:Iteration 27Q (127678.750000 sec): 3 clusters
  Score: Raw -302340.651136 + Penalty 2608.611505 = -299732.039631
  nChanged 12
		SP:Iteration 28Q (127678.940000 sec): 3 clusters
  Score: Raw -302343.809480 + Penalty 2608.611505 = -299735.197975
  nChanged 8
		SP:Iteration 29Q (127679.130000 sec): 3 clusters
  Score: Raw -302346.610122 + Penalty 2608.611505 = -299737.998617
  nChanged 7
		SP:Iteration 30Q (127679.290000 sec): 3 clusters
  Score: Raw -302348.345016 + Penalty 2608.611505 = -299739.733511
  nChanged 4
		SP:Iteration 31Q (127679.490000 sec): 3 clusters
  Score: Raw -302349.357559 + Penalty 2608.611505 = -299740.746053
  nChanged 5
		SP:Iteration 32Q (127679.670000 sec): 3 clusters
  Score: Raw -302350.543258 + Penalty 2608.611505 = -299741.931753
  nChanged 1
		SP:Iteration 33Q (127679.850000 sec): 3 clusters
  Score: Raw -302350.728931 + Penalty 2608.611505 = -299742.117426
  nChanged 2
		SP:Iteration 34Q (127679.990000 sec): 3 clusters
  Score: Raw -302351.323468 + Penalty 2608.611505 = -299742.711963
  nChanged 5
		SP:Iteration 35Q (127680.200000 sec): 3 clusters
  Score: Raw -302353.141060 + Penalty 2608.611505 = -299744.529555
  nChanged 3
		SP:Iteration 36Q (127680.360000 sec): 3 clusters
  Score: Raw -302353.837212 + Penalty 2608.611505 = -299745.225706
  nChanged 2
		SP:Iteration 37Q (127680.510000 sec): 3 clusters
  Score: Raw -302354.907064 + Penalty 2608.611505 = -299746.295559
  nChanged 6
		SP:Iteration 38Q (127680.670000 sec): 3 clusters
  Score: Raw -302356.627292 + Penalty 2608.611505 = -299748.015787
  nChanged 7
		SP:Iteration 39Q (127680.830000 sec): 3 clusters
  Score: Raw -302359.091795 + Penalty 2608.611505 = -299750.480290
  nChanged 12
		SP:Iteration 40F (127681.020000 sec): 3 clusters
  Score: Raw -302364.578967 + Penalty 2608.611505 = -299755.967462
  nChanged 7
		SP:Iteration 41Q (127681.200000 sec): 3 clusters
  Score: Raw -302367.536784 + Penalty 2608.611505 = -299758.925279
  nChanged 12
		SP:Iteration 42Q (127681.400000 sec): 3 clusters
  Score: Raw -302370.120478 + Penalty 2608.611505 = -299761.508973
  nChanged 9
		SP:Iteration 43Q (127681.560000 sec): 3 clusters
  Score: Raw -302372.396396 + Penalty 2608.611505 = -299763.784891
  nChanged 4
		SP:Iteration 44Q (127681.760000 sec): 3 clusters
  Score: Raw -302373.665037 + Penalty 2608.611505 = -299765.053532
  nChanged 3
		SP:Iteration 45Q (127681.910000 sec): 3 clusters
  Score: Raw -302374.332169 + Penalty 2608.611505 = -299765.720663
  nChanged 2
		SP:Iteration 46Q (127682.130000 sec): 3 clusters
  Score: Raw -302374.699942 + Penalty 2608.611505 = -299766.088437
  nChanged 1
		SP:Iteration 47Q (127682.290000 sec): 3 clusters
  Score: Raw -302375.066053 + Penalty 2608.611505 = -299766.454548
  nChanged 1
		SP:Iteration 48Q (127682.500000 sec): 3 clusters
  Score: Raw -302375.343860 + Penalty 2608.611505 = -299766.732355
  nChanged 2
		SP:Iteration 49Q (127682.670000 sec): 3 clusters
  Score: Raw -302375.737319 + Penalty 2608.611505 = -299767.125814
  nChanged 2
		SP:Iteration 50Q (127682.850000 sec): 3 clusters
  Score: Raw -302376.189594 + Penalty 2608.611505 = -299767.578089
  nChanged 2
		SP:Iteration 51Q (127683.040000 sec): 3 clusters
  Score: Raw -302376.903456 + Penalty 2608.611505 = -299768.291951
  nChanged 0
		SP:Iteration 52F (127683.310000 sec): 3 clusters
  Score: Raw -302376.903456 + Penalty 2608.611505 = -299768.291951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127683.390000 sec): 2 clusters
  Score: Raw -207197.817061 + Penalty 1242.221624 = -205955.595437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127683.590000 sec): 3 clusters
  Score: Raw -206257.897837 + Penalty 2484.443248 = -203773.454590
  nChanged 763
		SP:Iteration 1F (127683.790000 sec): 3 clusters
  Score: Raw -206794.771795 + Penalty 2484.443248 = -204310.328547
  nChanged 195
		SP:Iteration 2F (127684.000000 sec): 3 clusters
  Score: Raw -206950.572208 + Penalty 2484.443248 = -204466.128960
  nChanged 136
		SP:Iteration 3F (127684.150000 sec): 3 clusters
  Score: Raw -207063.045511 + Penalty 2484.443248 = -204578.602263
  nChanged 92
		SP:Iteration 4Q (127684.390000 sec): 3 clusters
  Score: Raw -207152.295556 + Penalty 2484.443248 = -204667.852309
  nChanged 82
		SP:Iteration 5Q (127684.560000 sec): 3 clusters
  Score: Raw -207217.762086 + Penalty 2484.443248 = -204733.318839
  nChanged 66
		SP:Iteration 6Q (127684.770000 sec): 3 clusters
  Score: Raw -207282.825090 + Penalty 2484.443248 = -204798.381843
  nChanged 71
		SP:Iteration 7Q (127684.990000 sec): 3 clusters
  Score: Raw -207367.226561 + Penalty 2484.443248 = -204882.783314
  nChanged 76
		SP:Iteration 8Q (127685.210000 sec): 3 clusters
  Score: Raw -207477.344280 + Penalty 2484.443248 = -204992.901032
  nChanged 79
		SP:Iteration 9Q (127685.390000 sec): 3 clusters
  Score: Raw -207576.931902 + Penalty 2484.443248 = -205092.488655
  nChanged 71
		SP:Iteration 10Q (127685.550000 sec): 3 clusters
  Score: Raw -207650.735018 + Penalty 2484.443248 = -205166.291771
  nChanged 50
		SP:Iteration 11Q (127685.740000 sec): 3 clusters
  Score: Raw -207715.625459 + Penalty 2484.443248 = -205231.182211
  nChanged 45
		SP:Iteration 12Q (127685.910000 sec): 3 clusters
  Score: Raw -207758.244509 + Penalty 2484.443248 = -205273.801262
  nChanged 47
		SP:Iteration 13Q (127686.090000 sec): 3 clusters
  Score: Raw -207794.617023 + Penalty 2484.443248 = -205310.173775
  nChanged 35
		SP:Iteration 14Q (127686.230000 sec): 3 clusters
  Score: Raw -207819.382667 + Penalty 2484.443248 = -205334.939420
  nChanged 18
		SP:Iteration 15Q (127686.430000 sec): 3 clusters
  Score: Raw -207840.497380 + Penalty 2484.443248 = -205356.054132
  nChanged 29
		SP:Iteration 16Q (127686.580000 sec): 3 clusters
  Score: Raw -207868.912662 + Penalty 2484.443248 = -205384.469415
  nChanged 18
		SP:Iteration 17Q (127686.740000 sec): 3 clusters
  Score: Raw -207884.320992 + Penalty 2484.443248 = -205399.877744
  nChanged 12
		SP:Iteration 18Q (127686.950000 sec): 3 clusters
  Score: Raw -207894.186895 + Penalty 2484.443248 = -205409.743648
  nChanged 10
		SP:Iteration 19Q (127687.110000 sec): 3 clusters
  Score: Raw -207898.818656 + Penalty 2484.443248 = -205414.375409
  nChanged 3
		SP:Iteration 20F (127687.310000 sec): 3 clusters
  Score: Raw -207900.177895 + Penalty 2484.443248 = -205415.734647
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127687.420000 sec): 2 clusters
  Score: Raw -797515.785053 + Penalty 1450.407943 = -796065.377110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127687.680000 sec): 3 clusters
  Score: Raw -793364.464357 + Penalty 2900.815885 = -790463.648472
  nChanged 3163
		SP:Iteration 1F (127687.890000 sec): 3 clusters
  Score: Raw -795150.495880 + Penalty 2900.815885 = -792249.679995
  nChanged 513
		SP:Iteration 2F (127688.170000 sec): 3 clusters
  Score: Raw -795432.262978 + Penalty 2900.815885 = -792531.447092
  nChanged 480
		SP:Iteration 3F (127688.380000 sec): 3 clusters
  Score: Raw -795736.551181 + Penalty 2900.815885 = -792835.735296
  nChanged 492
		SP:Iteration 4F (127688.590000 sec): 3 clusters
  Score: Raw -796058.237839 + Penalty 2900.815885 = -793157.421954
  nChanged 503
		SP:Iteration 5F (127688.890000 sec): 3 clusters
  Score: Raw -796427.623801 + Penalty 2900.815885 = -793526.807916
  nChanged 459
		SP:Iteration 6F (127689.070000 sec): 3 clusters
  Score: Raw -796777.662574 + Penalty 2900.815885 = -793876.846688
  nChanged 387
		SP:Iteration 7F (127689.320000 sec): 3 clusters
  Score: Raw -797058.565531 + Penalty 2900.815885 = -794157.749645
  nChanged 287
		SP:Iteration 8Q (127689.600000 sec): 3 clusters
  Score: Raw -797254.506089 + Penalty 2900.815885 = -794353.690204
  nChanged 210
		SP:Iteration 9Q (127689.840000 sec): 3 clusters
  Score: Raw -797392.243995 + Penalty 2900.815885 = -794491.428109
  nChanged 140
		SP:Iteration 10Q (127690.020000 sec): 3 clusters
  Score: Raw -797478.476054 + Penalty 2900.815885 = -794577.660169
  nChanged 114
		SP:Iteration 11Q (127690.250000 sec): 3 clusters
  Score: Raw -797550.723302 + Penalty 2900.815885 = -794649.907417
  nChanged 85
		SP:Iteration 12Q (127690.410000 sec): 3 clusters
  Score: Raw -797606.806727 + Penalty 2900.815885 = -794705.990842
  nChanged 57
		SP:Iteration 13Q (127690.650000 sec): 3 clusters
  Score: Raw -797640.454998 + Penalty 2900.815885 = -794739.639112
  nChanged 42
		SP:Iteration 14Q (127690.830000 sec): 3 clusters
  Score: Raw -797663.044921 + Penalty 2900.815885 = -794762.229036
  nChanged 34
		SP:Iteration 15Q (127691.050000 sec): 3 clusters
  Score: Raw -797683.070081 + Penalty 2900.815885 = -794782.254196
  nChanged 26
		SP:Iteration 16Q (127691.260000 sec): 3 clusters
  Score: Raw -797699.449584 + Penalty 2900.815885 = -794798.633699
  nChanged 31
		SP:Iteration 17Q (127691.500000 sec): 3 clusters
  Score: Raw -797716.030428 + Penalty 2900.815885 = -794815.214543
  nChanged 26
		SP:Iteration 18Q (127691.730000 sec): 3 clusters
  Score: Raw -797729.970313 + Penalty 2900.815885 = -794829.154428
  nChanged 17
		SP:Iteration 19Q (127691.920000 sec): 3 clusters
  Score: Raw -797740.628084 + Penalty 2900.815885 = -794839.812199
  nChanged 12
		SP:Iteration 20F (127692.140000 sec): 3 clusters
  Score: Raw -797748.296625 + Penalty 2900.815885 = -794847.480740
  nChanged 11
		SP:Iteration 21Q (127692.360000 sec): 3 clusters
  Score: Raw -797753.995755 + Penalty 2900.815885 = -794853.179870
  nChanged 10
		SP:Iteration 22Q (127692.640000 sec): 3 clusters
  Score: Raw -797761.251488 + Penalty 2900.815885 = -794860.435602
  nChanged 10
		SP:Iteration 23Q (127692.860000 sec): 3 clusters
  Score: Raw -797766.270540 + Penalty 2900.815885 = -794865.454655
  nChanged 5
		SP:Iteration 24Q (127693.070000 sec): 3 clusters
  Score: Raw -797768.574384 + Penalty 2900.815885 = -794867.758498
  nChanged 4
		SP:Iteration 25Q (127693.320000 sec): 3 clusters
  Score: Raw -797769.875674 + Penalty 2900.815885 = -794869.059789
  nChanged 1
		SP:Iteration 26Q (127693.590000 sec): 3 clusters
  Score: Raw -797770.400248 + Penalty 2900.815885 = -794869.584362
  nChanged 0
		SP:Iteration 27F (127693.820000 sec): 3 clusters
  Score: Raw -797770.400248 + Penalty 2900.815885 = -794869.584362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (74828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127694.270000 sec): 2 clusters
  Score: Raw -8039214.858188 + Penalty 1823.728957 = -8037391.129232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127694.770000 sec): 3 clusters
  Score: Raw -7991124.644160 + Penalty 3647.457913 = -7987477.186247
  nChanged 35558
		SP:Iteration 1F (127695.340000 sec): 3 clusters
  Score: Raw -8011332.954537 + Penalty 3647.457913 = -8007685.496623
  nChanged 2727
		SP:Iteration 2Q (127695.890000 sec): 3 clusters
  Score: Raw -8012122.374847 + Penalty 3647.457913 = -8008474.916934
  nChanged 3106
		SP:Iteration 3Q (127696.440000 sec): 3 clusters
  Score: Raw -8013259.981726 + Penalty 3647.457913 = -8009612.523812
  nChanged 4017
		SP:Iteration 4F (127696.960000 sec): 3 clusters
  Score: Raw -8015269.255517 + Penalty 3647.457913 = -8011621.797603
  nChanged 5241
		SP:Iteration 5F (127697.480000 sec): 3 clusters
  Score: Raw -8018700.332355 + Penalty 3647.457913 = -8015052.874442
  nChanged 6489
		SP:Iteration 6F (127697.970000 sec): 3 clusters
  Score: Raw -8024124.272638 + Penalty 3647.457913 = -8020476.814725
  nChanged 6697
		SP:Iteration 7F (127698.500000 sec): 3 clusters
  Score: Raw -8030629.225706 + Penalty 3647.457913 = -8026981.767793
  nChanged 5089
		SP:Iteration 8F (127698.970000 sec): 3 clusters
  Score: Raw -8035860.155850 + Penalty 3647.457913 = -8032212.697937
  nChanged 2501
		SP:Iteration 9Q (127699.490000 sec): 3 clusters
  Score: Raw -8038373.366163 + Penalty 3647.457913 = -8034725.908250
  nChanged 737
		SP:Iteration 10Q (127700.000000 sec): 3 clusters
  Score: Raw -8039088.154395 + Penalty 3647.457913 = -8035440.696482
  nChanged 159
		SP:Iteration 11Q (127700.500000 sec): 3 clusters
  Score: Raw -8039290.045758 + Penalty 3647.457913 = -8035642.587844
  nChanged 43
		SP:Iteration 12Q (127700.980000 sec): 3 clusters
  Score: Raw -8039347.522045 + Penalty 3647.457913 = -8035700.064132
  nChanged 18
		SP:Iteration 13Q (127701.450000 sec): 3 clusters
  Score: Raw -8039380.829857 + Penalty 3647.457913 = -8035733.371943
  nChanged 10
		SP:Iteration 14Q (127701.900000 sec): 3 clusters
  Score: Raw -8039392.323350 + Penalty 3647.457913 = -8035744.865437
  nChanged 7
		SP:Iteration 15Q (127702.360000 sec): 3 clusters
  Score: Raw -8039403.902915 + Penalty 3647.457913 = -8035756.445002
  nChanged 6
		SP:Iteration 16Q (127702.860000 sec): 3 clusters
  Score: Raw -8039409.962468 + Penalty 3647.457913 = -8035762.504555
  nChanged 3
		SP:Iteration 17Q (127703.340000 sec): 3 clusters
  Score: Raw -8039413.592228 + Penalty 3647.457913 = -8035766.134315
  nChanged 0
		SP:Iteration 18F (127703.850000 sec): 3 clusters
  Score: Raw -8039413.592228 + Penalty 3647.457913 = -8035766.134315
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127704.000000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127704.180000 sec): 3 clusters
  Score: Raw -45535.874364 + Penalty 1980.410175 = -43555.464189
  nChanged 95
		SP:Iteration 1F (127704.390000 sec): 3 clusters
  Score: Raw -45670.839288 + Penalty 1980.410175 = -43690.429113
  nChanged 15
		SP:Iteration 2Q (127704.590000 sec): 3 clusters
  Score: Raw -45703.367764 + Penalty 1980.410175 = -43722.957588
  nChanged 6
		SP:Iteration 3Q (127704.720000 sec): 3 clusters
  Score: Raw -45723.255959 + Penalty 1980.410175 = -43742.845784
  nChanged 8
		SP:Iteration 4Q (127704.920000 sec): 3 clusters
  Score: Raw -45743.305646 + Penalty 1980.410175 = -43762.895471
  nChanged 8
		SP:Iteration 5Q (127705.100000 sec): 3 clusters
  Score: Raw -45760.038444 + Penalty 1980.410175 = -43779.628269
  nChanged 5
		SP:Iteration 6Q (127705.260000 sec): 3 clusters
  Score: Raw -45770.662694 + Penalty 1980.410175 = -43790.252518
  nChanged 5
		SP:Iteration 7Q (127705.460000 sec): 3 clusters
  Score: Raw -45778.205957 + Penalty 1980.410175 = -43797.795781
  nChanged 0
		SP:Iteration 8F (127705.680000 sec): 3 clusters
  Score: Raw -45778.205957 + Penalty 1980.410175 = -43797.795781
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127705.800000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127706.000000 sec): 3 clusters
  Score: Raw -105981.067821 + Penalty 2277.764184 = -103703.303637
  nChanged 342
		SP:Iteration 1F (127706.230000 sec): 3 clusters
  Score: Raw -106251.870472 + Penalty 2277.764184 = -103974.106288
  nChanged 84
		SP:Iteration 2F (127706.440000 sec): 3 clusters
  Score: Raw -106358.411941 + Penalty 2277.764184 = -104080.647757
  nChanged 73
		SP:Iteration 3F (127706.640000 sec): 3 clusters
  Score: Raw -106493.002604 + Penalty 2277.764184 = -104215.238420
  nChanged 61
		SP:Iteration 4F (127706.840000 sec): 3 clusters
  Score: Raw -106580.568633 + Penalty 2277.764184 = -104302.804449
  nChanged 47
		SP:Iteration 5Q (127707.060000 sec): 3 clusters
  Score: Raw -106629.467514 + Penalty 2277.764184 = -104351.703330
  nChanged 37
		SP:Iteration 6Q (127707.220000 sec): 3 clusters
  Score: Raw -106670.866161 + Penalty 2277.764184 = -104393.101977
  nChanged 33
		SP:Iteration 7Q (127707.420000 sec): 3 clusters
  Score: Raw -106706.550101 + Penalty 2277.764184 = -104428.785917
  nChanged 22
		SP:Iteration 8Q (127707.630000 sec): 3 clusters
  Score: Raw -106729.981852 + Penalty 2277.764184 = -104452.217668
  nChanged 18
		SP:Iteration 9Q (127707.840000 sec): 3 clusters
  Score: Raw -106746.655086 + Penalty 2277.764184 = -104468.890902
  nChanged 10
		SP:Iteration 10Q (127708.030000 sec): 3 clusters
  Score: Raw -106756.104299 + Penalty 2277.764184 = -104478.340115
  nChanged 11
		SP:Iteration 11Q (127708.210000 sec): 3 clusters
  Score: Raw -106769.614235 + Penalty 2277.764184 = -104491.850051
  nChanged 11
		SP:Iteration 12Q (127708.380000 sec): 3 clusters
  Score: Raw -106779.538640 + Penalty 2277.764184 = -104501.774455
  nChanged 7
		SP:Iteration 13Q (127708.580000 sec): 3 clusters
  Score: Raw -106789.158906 + Penalty 2277.764184 = -104511.394722
  nChanged 5
		SP:Iteration 14Q (127708.790000 sec): 3 clusters
  Score: Raw -106798.725243 + Penalty 2277.764184 = -104520.961059
  nChanged 6
		SP:Iteration 15Q (127708.980000 sec): 3 clusters
  Score: Raw -106803.784879 + Penalty 2277.764184 = -104526.020695
  nChanged 4
		SP:Iteration 16Q (127709.180000 sec): 3 clusters
  Score: Raw -106810.126049 + Penalty 2277.764184 = -104532.361865
  nChanged 2
		SP:Iteration 17Q (127709.360000 sec): 3 clusters
  Score: Raw -106811.289594 + Penalty 2277.764184 = -104533.525410
  nChanged 1
		SP:Iteration 18Q (127709.550000 sec): 3 clusters
  Score: Raw -106812.366986 + Penalty 2277.764184 = -104534.602802
  nChanged 1
		SP:Iteration 19Q (127709.740000 sec): 3 clusters
  Score: Raw -106812.614331 + Penalty 2277.764184 = -104534.850147
  nChanged 1
		SP:Iteration 20F (127709.880000 sec): 3 clusters
  Score: Raw -106813.000642 + Penalty 2277.764184 = -104535.236458
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13912 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127710.060000 sec): 2 clusters
  Score: Raw -1438011.184664 + Penalty 1550.332397 = -1436460.852267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127710.320000 sec): 3 clusters
  Score: Raw -1429950.576057 + Penalty 3100.664793 = -1426849.911263
  nChanged 6129
		SP:Iteration 1F (127710.570000 sec): 3 clusters
  Score: Raw -1433261.411225 + Penalty 3100.664793 = -1430160.746432
  nChanged 822
		SP:Iteration 2F (127710.880000 sec): 3 clusters
  Score: Raw -1433644.976951 + Penalty 3100.664793 = -1430544.312158
  nChanged 790
		SP:Iteration 3F (127711.140000 sec): 3 clusters
  Score: Raw -1434066.558972 + Penalty 3100.664793 = -1430965.894179
  nChanged 828
		SP:Iteration 4F (127711.400000 sec): 3 clusters
  Score: Raw -1434586.827416 + Penalty 3100.664793 = -1431486.162622
  nChanged 867
		SP:Iteration 5F (127711.670000 sec): 3 clusters
  Score: Raw -1435188.247759 + Penalty 3100.664793 = -1432087.582966
  nChanged 867
		SP:Iteration 6F (127711.910000 sec): 3 clusters
  Score: Raw -1435773.604014 + Penalty 3100.664793 = -1432672.939221
  nChanged 745
		SP:Iteration 7F (127712.180000 sec): 3 clusters
  Score: Raw -1436227.059045 + Penalty 3100.664793 = -1433126.394252
  nChanged 612
		SP:Iteration 8Q (127712.430000 sec): 3 clusters
  Score: Raw -1436579.197013 + Penalty 3100.664793 = -1433478.532220
  nChanged 475
		SP:Iteration 9Q (127712.690000 sec): 3 clusters
  Score: Raw -1436851.466478 + Penalty 3100.664793 = -1433750.801685
  nChanged 404
		SP:Iteration 10Q (127712.950000 sec): 3 clusters
  Score: Raw -1437113.328452 + Penalty 3100.664793 = -1434012.663659
  nChanged 368
		SP:Iteration 11Q (127713.210000 sec): 3 clusters
  Score: Raw -1437377.833762 + Penalty 3100.664793 = -1434277.168968
  nChanged 308
		SP:Iteration 12Q (127713.440000 sec): 3 clusters
  Score: Raw -1437594.231930 + Penalty 3100.664793 = -1434493.567137
  nChanged 249
		SP:Iteration 13Q (127713.660000 sec): 3 clusters
  Score: Raw -1437764.971502 + Penalty 3100.664793 = -1434664.306708
  nChanged 217
		SP:Iteration 14Q (127713.860000 sec): 3 clusters
  Score: Raw -1437897.987153 + Penalty 3100.664793 = -1434797.322360
  nChanged 196
		SP:Iteration 15Q (127714.110000 sec): 3 clusters
  Score: Raw -1438004.191082 + Penalty 3100.664793 = -1434903.526289
  nChanged 159
		SP:Iteration 16Q (127714.360000 sec): 3 clusters
  Score: Raw -1438066.300947 + Penalty 3100.664793 = -1434965.636154
  nChanged 135
		SP:Iteration 17Q (127714.610000 sec): 3 clusters
  Score: Raw -1438118.449012 + Penalty 3100.664793 = -1435017.784219
  nChanged 107
		SP:Iteration 18Q (127714.830000 sec): 3 clusters
  Score: Raw -1438159.642990 + Penalty 3100.664793 = -1435058.978197
  nChanged 103
		SP:Iteration 19Q (127715.050000 sec): 3 clusters
  Score: Raw -1438193.831768 + Penalty 3100.664793 = -1435093.166975
  nChanged 75
		SP:Iteration 20F (127715.310000 sec): 3 clusters
  Score: Raw -1438221.115601 + Penalty 3100.664793 = -1435120.450808
  nChanged 80
		SP:Iteration 21Q (127715.600000 sec): 3 clusters
  Score: Raw -1438254.159758 + Penalty 3100.664793 = -1435153.494965
  nChanged 73
		SP:Iteration 22Q (127715.840000 sec): 3 clusters
  Score: Raw -1438280.100802 + Penalty 3100.664793 = -1435179.436009
  nChanged 57
		SP:Iteration 23Q (127716.140000 sec): 3 clusters
  Score: Raw -1438301.523090 + Penalty 3100.664793 = -1435200.858297
  nChanged 52
		SP:Iteration 24Q (127716.430000 sec): 3 clusters
  Score: Raw -1438317.049314 + Penalty 3100.664793 = -1435216.384520
  nChanged 50
		SP:Iteration 25Q (127716.680000 sec): 3 clusters
  Score: Raw -1438333.466674 + Penalty 3100.664793 = -1435232.801881
  nChanged 51
		SP:Iteration 26Q (127716.920000 sec): 3 clusters
  Score: Raw -1438350.382529 + Penalty 3100.664793 = -1435249.717736
  nChanged 41
		SP:Iteration 27Q (127717.190000 sec): 3 clusters
  Score: Raw -1438363.647094 + Penalty 3100.664793 = -1435262.982301
  nChanged 43
		SP:Iteration 28Q (127717.400000 sec): 3 clusters
  Score: Raw -1438377.917695 + Penalty 3100.664793 = -1435277.252901
  nChanged 41
		SP:Iteration 29Q (127717.660000 sec): 3 clusters
  Score: Raw -1438389.546849 + Penalty 3100.664793 = -1435288.882056
  nChanged 39
		SP:Iteration 30Q (127718.010000 sec): 3 clusters
  Score: Raw -1438401.642890 + Penalty 3100.664793 = -1435300.978096
  nChanged 35
		SP:Iteration 31Q (127718.240000 sec): 3 clusters
  Score: Raw -1438412.480940 + Penalty 3100.664793 = -1435311.816147
  nChanged 44
		SP:Iteration 32Q (127718.570000 sec): 3 clusters
  Score: Raw -1438426.966959 + Penalty 3100.664793 = -1435326.302165
  nChanged 45
		SP:Iteration 33Q (127718.800000 sec): 3 clusters
  Score: Raw -1438442.726434 + Penalty 3100.664793 = -1435342.061641
  nChanged 47
		SP:Iteration 34Q (127719.050000 sec): 3 clusters
  Score: Raw -1438464.174652 + Penalty 3100.664793 = -1435363.509859
  nChanged 51
		SP:Iteration 35Q (127719.280000 sec): 3 clusters
  Score: Raw -1438481.642439 + Penalty 3100.664793 = -1435380.977646
  nChanged 42
		SP:Iteration 36Q (127719.560000 sec): 3 clusters
  Score: Raw -1438495.033745 + Penalty 3100.664793 = -1435394.368952
  nChanged 35
		SP:Iteration 37Q (127719.850000 sec): 3 clusters
  Score: Raw -1438504.908554 + Penalty 3100.664793 = -1435404.243760
  nChanged 30
		SP:Iteration 38Q (127720.090000 sec): 3 clusters
  Score: Raw -1438516.305338 + Penalty 3100.664793 = -1435415.640545
  nChanged 26
		SP:Iteration 39Q (127720.340000 sec): 3 clusters
  Score: Raw -1438523.774461 + Penalty 3100.664793 = -1435423.109668
  nChanged 29
		SP:Iteration 40F (127720.620000 sec): 3 clusters
  Score: Raw -1438533.123118 + Penalty 3100.664793 = -1435432.458325
  nChanged 30
		SP:Iteration 41Q (127720.850000 sec): 3 clusters
  Score: Raw -1438543.105182 + Penalty 3100.664793 = -1435442.440389
  nChanged 25
		SP:Iteration 42Q (127721.170000 sec): 3 clusters
  Score: Raw -1438551.873440 + Penalty 3100.664793 = -1435451.208647
  nChanged 19
		SP:Iteration 43Q (127721.450000 sec): 3 clusters
  Score: Raw -1438559.012103 + Penalty 3100.664793 = -1435458.347309
  nChanged 22
		SP:Iteration 44Q (127721.730000 sec): 3 clusters
  Score: Raw -1438564.961105 + Penalty 3100.664793 = -1435464.296312
  nChanged 16
		SP:Iteration 45Q (127721.940000 sec): 3 clusters
  Score: Raw -1438568.108789 + Penalty 3100.664793 = -1435467.443996
  nChanged 16
		SP:Iteration 46Q (127722.230000 sec): 3 clusters
  Score: Raw -1438573.145744 + Penalty 3100.664793 = -1435472.480951
  nChanged 19
		SP:Iteration 47Q (127722.450000 sec): 3 clusters
  Score: Raw -1438577.961776 + Penalty 3100.664793 = -1435477.296983
  nChanged 21
		SP:Iteration 48Q (127722.690000 sec): 3 clusters
  Score: Raw -1438583.527971 + Penalty 3100.664793 = -1435482.863178
  nChanged 14
		SP:Iteration 49Q (127722.950000 sec): 3 clusters
  Score: Raw -1438587.237166 + Penalty 3100.664793 = -1435486.572373
  nChanged 8
		SP:Iteration 50Q (127723.170000 sec): 3 clusters
  Score: Raw -1438589.029637 + Penalty 3100.664793 = -1435488.364843
  nChanged 6
		SP:Iteration 51Q (127723.410000 sec): 3 clusters
  Score: Raw -1438590.881428 + Penalty 3100.664793 = -1435490.216635
  nChanged 11
		SP:Iteration 52Q (127723.650000 sec): 3 clusters
  Score: Raw -1438594.612446 + Penalty 3100.664793 = -1435493.947652
  nChanged 11
		SP:Iteration 53Q (127723.950000 sec): 3 clusters
  Score: Raw -1438598.925779 + Penalty 3100.664793 = -1435498.260986
  nChanged 18
		SP:Iteration 54Q (127724.170000 sec): 3 clusters
  Score: Raw -1438605.788870 + Penalty 3100.664793 = -1435505.124077
  nChanged 11
		SP:Iteration 55Q (127724.380000 sec): 3 clusters
  Score: Raw -1438610.324697 + Penalty 3100.664793 = -1435509.659903
  nChanged 8
		SP:Iteration 56Q (127724.630000 sec): 3 clusters
  Score: Raw -1438613.365197 + Penalty 3100.664793 = -1435512.700404
  nChanged 7
		SP:Iteration 57Q (127724.860000 sec): 3 clusters
  Score: Raw -1438615.315362 + Penalty 3100.664793 = -1435514.650568
  nChanged 9
		SP:Iteration 58Q (127725.120000 sec): 3 clusters
  Score: Raw -1438618.943926 + Penalty 3100.664793 = -1435518.279133
  nChanged 5
		SP:Iteration 59Q (127725.300000 sec): 3 clusters
  Score: Raw -1438621.262670 + Penalty 3100.664793 = -1435520.597877
  nChanged 12
		SP:Iteration 60F (127725.570000 sec): 3 clusters
  Score: Raw -1438626.126202 + Penalty 3100.664793 = -1435525.461409
  nChanged 10
		SP:Iteration 61Q (127725.770000 sec): 3 clusters
  Score: Raw -1438629.952523 + Penalty 3100.664793 = -1435529.287730
  nChanged 10
		SP:Iteration 62Q (127726.030000 sec): 3 clusters
  Score: Raw -1438633.271599 + Penalty 3100.664793 = -1435532.606805
  nChanged 4
		SP:Iteration 63Q (127726.210000 sec): 3 clusters
  Score: Raw -1438634.798709 + Penalty 3100.664793 = -1435534.133916
  nChanged 5
		SP:Iteration 64Q (127726.430000 sec): 3 clusters
  Score: Raw -1438637.139213 + Penalty 3100.664793 = -1435536.474420
  nChanged 15
		SP:Iteration 65Q (127726.700000 sec): 3 clusters
  Score: Raw -1438644.110692 + Penalty 3100.664793 = -1435543.445899
  nChanged 16
		SP:Iteration 66Q (127726.930000 sec): 3 clusters
  Score: Raw -1438650.563393 + Penalty 3100.664793 = -1435549.898599
  nChanged 12
		SP:Iteration 67Q (127727.190000 sec): 3 clusters
  Score: Raw -1438654.933668 + Penalty 3100.664793 = -1435554.268875
  nChanged 13
		SP:Iteration 68Q (127727.450000 sec): 3 clusters
  Score: Raw -1438658.828097 + Penalty 3100.664793 = -1435558.163303
  nChanged 7
		SP:Iteration 69Q (127727.690000 sec): 3 clusters
  Score: Raw -1438660.846970 + Penalty 3100.664793 = -1435560.182177
  nChanged 6
		SP:Iteration 70Q (127727.930000 sec): 3 clusters
  Score: Raw -1438663.956309 + Penalty 3100.664793 = -1435563.291516
  nChanged 7
		SP:Iteration 71Q (127728.160000 sec): 3 clusters
  Score: Raw -1438666.343845 + Penalty 3100.664793 = -1435565.679051
  nChanged 7
		SP:Iteration 72Q (127728.420000 sec): 3 clusters
  Score: Raw -1438668.228932 + Penalty 3100.664793 = -1435567.564139
  nChanged 3
		SP:Iteration 73Q (127728.630000 sec): 3 clusters
  Score: Raw -1438668.813733 + Penalty 3100.664793 = -1435568.148940
  nChanged 0
		SP:Iteration 74F (127728.880000 sec): 3 clusters
  Score: Raw -1438668.813733 + Penalty 3100.664793 = -1435568.148940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127728.960000 sec): 2 clusters
  Score: Raw -106309.584398 + Penalty 1144.938694 = -105164.645704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127729.190000 sec): 3 clusters
  Score: Raw -105958.919021 + Penalty 2289.877387 = -103669.041633
  nChanged 356
		SP:Iteration 1F (127729.380000 sec): 3 clusters
  Score: Raw -106252.791530 + Penalty 2289.877387 = -103962.914143
  nChanged 84
		SP:Iteration 2F (127729.610000 sec): 3 clusters
  Score: Raw -106320.444661 + Penalty 2289.877387 = -104030.567273
  nChanged 55
		SP:Iteration 3Q (127729.800000 sec): 3 clusters
  Score: Raw -106377.573701 + Penalty 2289.877387 = -104087.696314
  nChanged 47
		SP:Iteration 4Q (127730.010000 sec): 3 clusters
  Score: Raw -106444.738277 + Penalty 2289.877387 = -104154.860889
  nChanged 39
		SP:Iteration 5Q (127730.140000 sec): 3 clusters
  Score: Raw -106498.117427 + Penalty 2289.877387 = -104208.240040
  nChanged 33
		SP:Iteration 6Q (127730.320000 sec): 3 clusters
  Score: Raw -106544.576968 + Penalty 2289.877387 = -104254.699580
  nChanged 35
		SP:Iteration 7Q (127730.520000 sec): 3 clusters
  Score: Raw -106595.259083 + Penalty 2289.877387 = -104305.381696
  nChanged 46
		SP:Iteration 8Q (127730.690000 sec): 3 clusters
  Score: Raw -106654.466127 + Penalty 2289.877387 = -104364.588740
  nChanged 35
		SP:Iteration 9Q (127730.860000 sec): 3 clusters
  Score: Raw -106693.082395 + Penalty 2289.877387 = -104403.205007
  nChanged 31
		SP:Iteration 10Q (127731.080000 sec): 3 clusters
  Score: Raw -106738.604776 + Penalty 2289.877387 = -104448.727388
  nChanged 30
		SP:Iteration 11Q (127731.220000 sec): 3 clusters
  Score: Raw -106774.080816 + Penalty 2289.877387 = -104484.203429
  nChanged 22
		SP:Iteration 12Q (127731.440000 sec): 3 clusters
  Score: Raw -106803.625350 + Penalty 2289.877387 = -104513.747963
  nChanged 20
		SP:Iteration 13Q (127731.690000 sec): 3 clusters
  Score: Raw -106830.238246 + Penalty 2289.877387 = -104540.360859
  nChanged 13
		SP:Iteration 14Q (127731.870000 sec): 3 clusters
  Score: Raw -106849.056366 + Penalty 2289.877387 = -104559.178978
  nChanged 7
		SP:Iteration 15Q (127732.070000 sec): 3 clusters
  Score: Raw -106855.009182 + Penalty 2289.877387 = -104565.131795
  nChanged 5
		SP:Iteration 16Q (127732.270000 sec): 3 clusters
  Score: Raw -106863.152323 + Penalty 2289.877387 = -104573.274936
  nChanged 4
		SP:Iteration 17Q (127732.470000 sec): 3 clusters
  Score: Raw -106870.584588 + Penalty 2289.877387 = -104580.707200
  nChanged 3
		SP:Iteration 18Q (127732.710000 sec): 3 clusters
  Score: Raw -106877.671208 + Penalty 2289.877387 = -104587.793820
  nChanged 3
		SP:Iteration 19Q (127732.900000 sec): 3 clusters
  Score: Raw -106883.205811 + Penalty 2289.877387 = -104593.328424
  nChanged 4
		SP:Iteration 20F (127733.060000 sec): 3 clusters
  Score: Raw -106885.013049 + Penalty 2289.877387 = -104595.135661
  nChanged 2
		SP:Iteration 21Q (127733.320000 sec): 3 clusters
  Score: Raw -106885.849410 + Penalty 2289.877387 = -104595.972023
  nChanged 1
		SP:Iteration 22Q (127733.490000 sec): 3 clusters
  Score: Raw -106886.193536 + Penalty 2289.877387 = -104596.316148
  nChanged 0
		SP:Iteration 23F (127733.670000 sec): 3 clusters
  Score: Raw -106886.193536 + Penalty 2289.877387 = -104596.316148
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127733.880000 sec): 2 clusters
  Score: Raw -2349471.478670 + Penalty 1628.824387 = -2347842.654283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127734.170000 sec): 3 clusters
  Score: Raw -2335867.415360 + Penalty 3257.648774 = -2332609.766585
  nChanged 10300
		SP:Iteration 1F (127734.480000 sec): 3 clusters
  Score: Raw -2341932.454438 + Penalty 3257.648774 = -2338674.805664
  nChanged 1500
		SP:Iteration 2F (127734.780000 sec): 3 clusters
  Score: Raw -2342789.888247 + Penalty 3257.648774 = -2339532.239473
  nChanged 1621
		SP:Iteration 3F (127735.040000 sec): 3 clusters
  Score: Raw -2343810.545984 + Penalty 3257.648774 = -2340552.897209
  nChanged 1583
		SP:Iteration 4F (127735.340000 sec): 3 clusters
  Score: Raw -2344881.459546 + Penalty 3257.648774 = -2341623.810772
  nChanged 1404
		SP:Iteration 5F (127735.630000 sec): 3 clusters
  Score: Raw -2345870.501196 + Penalty 3257.648774 = -2342612.852422
  nChanged 1227
		SP:Iteration 6F (127735.900000 sec): 3 clusters
  Score: Raw -2346770.263015 + Penalty 3257.648774 = -2343512.614241
  nChanged 1024
		SP:Iteration 7Q (127736.160000 sec): 3 clusters
  Score: Raw -2347500.064902 + Penalty 3257.648774 = -2344242.416128
  nChanged 759
		SP:Iteration 8Q (127736.450000 sec): 3 clusters
  Score: Raw -2348034.280561 + Penalty 3257.648774 = -2344776.631787
  nChanged 572
		SP:Iteration 9Q (127736.770000 sec): 3 clusters
  Score: Raw -2348419.938823 + Penalty 3257.648774 = -2345162.290049
  nChanged 484
		SP:Iteration 10Q (127737.040000 sec): 3 clusters
  Score: Raw -2348740.967789 + Penalty 3257.648774 = -2345483.319014
  nChanged 377
		SP:Iteration 11Q (127737.360000 sec): 3 clusters
  Score: Raw -2348981.396443 + Penalty 3257.648774 = -2345723.747669
  nChanged 301
		SP:Iteration 12Q (127737.680000 sec): 3 clusters
  Score: Raw -2349142.844705 + Penalty 3257.648774 = -2345885.195931
  nChanged 210
		SP:Iteration 13Q (127738.020000 sec): 3 clusters
  Score: Raw -2349250.486715 + Penalty 3257.648774 = -2345992.837941
  nChanged 185
		SP:Iteration 14Q (127738.300000 sec): 3 clusters
  Score: Raw -2349353.297534 + Penalty 3257.648774 = -2346095.648760
  nChanged 167
		SP:Iteration 15Q (127738.540000 sec): 3 clusters
  Score: Raw -2349448.158273 + Penalty 3257.648774 = -2346190.509498
  nChanged 120
		SP:Iteration 16Q (127738.900000 sec): 3 clusters
  Score: Raw -2349504.095586 + Penalty 3257.648774 = -2346246.446812
  nChanged 98
		SP:Iteration 17Q (127739.140000 sec): 3 clusters
  Score: Raw -2349547.923689 + Penalty 3257.648774 = -2346290.274915
  nChanged 81
		SP:Iteration 18Q (127739.450000 sec): 3 clusters
  Score: Raw -2349589.826875 + Penalty 3257.648774 = -2346332.178101
  nChanged 77
		SP:Iteration 19Q (127739.780000 sec): 3 clusters
  Score: Raw -2349628.702040 + Penalty 3257.648774 = -2346371.053266
  nChanged 69
		SP:Iteration 20F (127740.020000 sec): 3 clusters
  Score: Raw -2349669.358832 + Penalty 3257.648774 = -2346411.710057
  nChanged 66
		SP:Iteration 21Q (127740.350000 sec): 3 clusters
  Score: Raw -2349705.002504 + Penalty 3257.648774 = -2346447.353730
  nChanged 43
		SP:Iteration 22Q (127740.630000 sec): 3 clusters
  Score: Raw -2349728.669728 + Penalty 3257.648774 = -2346471.020954
  nChanged 38
		SP:Iteration 23Q (127740.910000 sec): 3 clusters
  Score: Raw -2349747.259668 + Penalty 3257.648774 = -2346489.610894
  nChanged 29
		SP:Iteration 24Q (127741.180000 sec): 3 clusters
  Score: Raw -2349760.779947 + Penalty 3257.648774 = -2346503.131173
  nChanged 27
		SP:Iteration 25Q (127741.480000 sec): 3 clusters
  Score: Raw -2349776.970951 + Penalty 3257.648774 = -2346519.322177
  nChanged 24
		SP:Iteration 26Q (127741.780000 sec): 3 clusters
  Score: Raw -2349792.477905 + Penalty 3257.648774 = -2346534.829131
  nChanged 15
		SP:Iteration 27Q (127742.040000 sec): 3 clusters
  Score: Raw -2349801.168335 + Penalty 3257.648774 = -2346543.519561
  nChanged 14
		SP:Iteration 28Q (127742.300000 sec): 3 clusters
  Score: Raw -2349807.761425 + Penalty 3257.648774 = -2346550.112651
  nChanged 6
		SP:Iteration 29Q (127742.520000 sec): 3 clusters
  Score: Raw -2349809.359046 + Penalty 3257.648774 = -2346551.710272
  nChanged 5
		SP:Iteration 30Q (127742.800000 sec): 3 clusters
  Score: Raw -2349811.781873 + Penalty 3257.648774 = -2346554.133099
  nChanged 6
		SP:Iteration 31Q (127743.080000 sec): 3 clusters
  Score: Raw -2349815.286817 + Penalty 3257.648774 = -2346557.638042
  nChanged 2
		SP:Iteration 32Q (127743.300000 sec): 3 clusters
  Score: Raw -2349815.839473 + Penalty 3257.648774 = -2346558.190699
  nChanged 3
		SP:Iteration 33Q (127743.570000 sec): 3 clusters
  Score: Raw -2349816.848462 + Penalty 3257.648774 = -2346559.199687
  nChanged 2
		SP:Iteration 34Q (127743.820000 sec): 3 clusters
  Score: Raw -2349817.156788 + Penalty 3257.648774 = -2346559.508014
  nChanged 0
		SP:Iteration 35F (127744.090000 sec): 3 clusters
  Score: Raw -2349817.156788 + Penalty 3257.648774 = -2346559.508014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127744.190000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127744.400000 sec): 3 clusters
  Score: Raw -21801.411766 + Penalty 1779.850654 = -20021.561112
  nChanged 41
		SP:Iteration 1F (127744.610000 sec): 3 clusters
  Score: Raw -21914.051867 + Penalty 1779.850654 = -20134.201213
  nChanged 13
		SP:Iteration 2F (127744.800000 sec): 3 clusters
  Score: Raw -21979.832446 + Penalty 1779.850654 = -20199.981791
  nChanged 5
		SP:Iteration 3Q (127745.020000 sec): 3 clusters
  Score: Raw -22000.418561 + Penalty 1779.850654 = -20220.567907
  nChanged 4
		SP:Iteration 4Q (127745.180000 sec): 3 clusters
  Score: Raw -22011.245163 + Penalty 1779.850654 = -20231.394508
  nChanged 2
		SP:Iteration 5Q (127745.370000 sec): 3 clusters
  Score: Raw -22018.591045 + Penalty 1779.850654 = -20238.740390
  nChanged 1
		SP:Iteration 6Q (127745.640000 sec): 3 clusters
  Score: Raw -22020.950397 + Penalty 1779.850654 = -20241.099743
  nChanged 0
		SP:Iteration 7F (127745.820000 sec): 3 clusters
  Score: Raw -22020.950397 + Penalty 1779.850654 = -20241.099743
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127746.080000 sec): 2 clusters
  Score: Raw -3910429.103322 + Penalty 1701.424711 = -3908727.678611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127746.410000 sec): 3 clusters
  Score: Raw -3888415.867375 + Penalty 3402.849421 = -3885013.017954
  nChanged 16283
		SP:Iteration 1F (127746.740000 sec): 3 clusters
  Score: Raw -3897470.055276 + Penalty 3402.849421 = -3894067.205854
  nChanged 1476
		SP:Iteration 2Q (127747.070000 sec): 3 clusters
  Score: Raw -3897938.149807 + Penalty 3402.849421 = -3894535.300386
  nChanged 1449
		SP:Iteration 3Q (127747.380000 sec): 3 clusters
  Score: Raw -3898446.792050 + Penalty 3402.849421 = -3895043.942629
  nChanged 1491
		SP:Iteration 4Q (127747.650000 sec): 3 clusters
  Score: Raw -3899040.644125 + Penalty 3402.849421 = -3895637.794704
  nChanged 1614
		SP:Iteration 5Q (127747.970000 sec): 3 clusters
  Score: Raw -3899742.463777 + Penalty 3402.849421 = -3896339.614356
  nChanged 1779
		SP:Iteration 6F (127748.300000 sec): 3 clusters
  Score: Raw -3900665.476196 + Penalty 3402.849421 = -3897262.626775
  nChanged 1910
		SP:Iteration 7F (127748.640000 sec): 3 clusters
  Score: Raw -3901885.749998 + Penalty 3402.849421 = -3898482.900577
  nChanged 2015
		SP:Iteration 8F (127748.960000 sec): 3 clusters
  Score: Raw -3903325.249338 + Penalty 3402.849421 = -3899922.399917
  nChanged 2004
		SP:Iteration 9F (127749.330000 sec): 3 clusters
  Score: Raw -3904690.690282 + Penalty 3402.849421 = -3901287.840861
  nChanged 1585
		SP:Iteration 10Q (127749.650000 sec): 3 clusters
  Score: Raw -3905486.499256 + Penalty 3402.849421 = -3902083.649835
  nChanged 1110
		SP:Iteration 11Q (127749.960000 sec): 3 clusters
  Score: Raw -3905898.260952 + Penalty 3402.849421 = -3902495.411530
  nChanged 739
		SP:Iteration 12Q (127750.280000 sec): 3 clusters
  Score: Raw -3906167.735642 + Penalty 3402.849421 = -3902764.886221
  nChanged 618
		SP:Iteration 13Q (127750.600000 sec): 3 clusters
  Score: Raw -3906411.218280 + Penalty 3402.849421 = -3903008.368858
  nChanged 646
		SP:Iteration 14Q (127750.960000 sec): 3 clusters
  Score: Raw -3906686.127926 + Penalty 3402.849421 = -3903283.278505
  nChanged 709
		SP:Iteration 15Q (127751.240000 sec): 3 clusters
  Score: Raw -3907015.453495 + Penalty 3402.849421 = -3903612.604074
  nChanged 662
		SP:Iteration 16Q (127751.580000 sec): 3 clusters
  Score: Raw -3907325.122129 + Penalty 3402.849421 = -3903922.272708
  nChanged 635
		SP:Iteration 17Q (127751.970000 sec): 3 clusters
  Score: Raw -3907621.055467 + Penalty 3402.849421 = -3904218.206046
  nChanged 624
		SP:Iteration 18Q (127752.360000 sec): 3 clusters
  Score: Raw -3907916.247569 + Penalty 3402.849421 = -3904513.398148
  nChanged 568
		SP:Iteration 19Q (127752.670000 sec): 3 clusters
  Score: Raw -3908169.163340 + Penalty 3402.849421 = -3904766.313919
  nChanged 506
		SP:Iteration 20F (127753.020000 sec): 3 clusters
  Score: Raw -3908374.799963 + Penalty 3402.849421 = -3904971.950542
  nChanged 450
		SP:Iteration 21Q (127753.360000 sec): 3 clusters
  Score: Raw -3908548.457067 + Penalty 3402.849421 = -3905145.607646
  nChanged 437
		SP:Iteration 22Q (127753.690000 sec): 3 clusters
  Score: Raw -3908720.839896 + Penalty 3402.849421 = -3905317.990474
  nChanged 439
		SP:Iteration 23Q (127754.040000 sec): 3 clusters
  Score: Raw -3908887.461916 + Penalty 3402.849421 = -3905484.612495
  nChanged 391
		SP:Iteration 24Q (127754.370000 sec): 3 clusters
  Score: Raw -3909047.945495 + Penalty 3402.849421 = -3905645.096074
  nChanged 394
		SP:Iteration 25Q (127754.720000 sec): 3 clusters
  Score: Raw -3909216.344981 + Penalty 3402.849421 = -3905813.495560
  nChanged 375
		SP:Iteration 26Q (127755.020000 sec): 3 clusters
  Score: Raw -3909373.997752 + Penalty 3402.849421 = -3905971.148331
  nChanged 360
		SP:Iteration 27Q (127755.350000 sec): 3 clusters
  Score: Raw -3909511.868567 + Penalty 3402.849421 = -3906109.019146
  nChanged 301
		SP:Iteration 28Q (127755.680000 sec): 3 clusters
  Score: Raw -3909627.128916 + Penalty 3402.849421 = -3906224.279494
  nChanged 275
		SP:Iteration 29Q (127756.020000 sec): 3 clusters
  Score: Raw -3909721.061541 + Penalty 3402.849421 = -3906318.212120
  nChanged 208
		SP:Iteration 30Q (127756.350000 sec): 3 clusters
  Score: Raw -3909790.146690 + Penalty 3402.849421 = -3906387.297269
  nChanged 207
		SP:Iteration 31Q (127756.660000 sec): 3 clusters
  Score: Raw -3909866.591703 + Penalty 3402.849421 = -3906463.742282
  nChanged 193
		SP:Iteration 32Q (127757.020000 sec): 3 clusters
  Score: Raw -3909936.689430 + Penalty 3402.849421 = -3906533.840009
  nChanged 200
		SP:Iteration 33Q (127757.400000 sec): 3 clusters
  Score: Raw -3910013.423488 + Penalty 3402.849421 = -3906610.574067
  nChanged 164
		SP:Iteration 34Q (127757.720000 sec): 3 clusters
  Score: Raw -3910073.175247 + Penalty 3402.849421 = -3906670.325826
  nChanged 150
		SP:Iteration 35Q (127758.040000 sec): 3 clusters
  Score: Raw -3910126.327687 + Penalty 3402.849421 = -3906723.478266
  nChanged 133
		SP:Iteration 36Q (127758.420000 sec): 3 clusters
  Score: Raw -3910169.754473 + Penalty 3402.849421 = -3906766.905052
  nChanged 108
		SP:Iteration 37Q (127758.710000 sec): 3 clusters
  Score: Raw -3910207.256276 + Penalty 3402.849421 = -3906804.406855
  nChanged 105
		SP:Iteration 38Q (127759.030000 sec): 3 clusters
  Score: Raw -3910245.176049 + Penalty 3402.849421 = -3906842.326628
  nChanged 94
		SP:Iteration 39Q (127759.360000 sec): 3 clusters
  Score: Raw -3910279.247060 + Penalty 3402.849421 = -3906876.397639
  nChanged 91
		SP:Iteration 40F (127759.680000 sec): 3 clusters
  Score: Raw -3910309.154228 + Penalty 3402.849421 = -3906906.304807
  nChanged 75
		SP:Iteration 41Q (127760.060000 sec): 3 clusters
  Score: Raw -3910336.637279 + Penalty 3402.849421 = -3906933.787858
  nChanged 72
		SP:Iteration 42Q (127760.460000 sec): 3 clusters
  Score: Raw -3910361.688393 + Penalty 3402.849421 = -3906958.838972
  nChanged 72
		SP:Iteration 43Q (127760.780000 sec): 3 clusters
  Score: Raw -3910389.728178 + Penalty 3402.849421 = -3906986.878757
  nChanged 65
		SP:Iteration 44Q (127761.130000 sec): 3 clusters
  Score: Raw -3910416.936028 + Penalty 3402.849421 = -3907014.086607
  nChanged 59
		SP:Iteration 45Q (127761.410000 sec): 3 clusters
  Score: Raw -3910436.600034 + Penalty 3402.849421 = -3907033.750613
  nChanged 44
		SP:Iteration 46Q (127761.690000 sec): 3 clusters
  Score: Raw -3910450.465377 + Penalty 3402.849421 = -3907047.615956
  nChanged 37
		SP:Iteration 47Q (127762.010000 sec): 3 clusters
  Score: Raw -3910461.176783 + Penalty 3402.849421 = -3907058.327362
  nChanged 30
		SP:Iteration 48Q (127762.370000 sec): 3 clusters
  Score: Raw -3910472.396715 + Penalty 3402.849421 = -3907069.547294
  nChanged 29
		SP:Iteration 49Q (127762.710000 sec): 3 clusters
  Score: Raw -3910481.613869 + Penalty 3402.849421 = -3907078.764448
  nChanged 25
		SP:Iteration 50Q (127763.020000 sec): 3 clusters
  Score: Raw -3910489.779063 + Penalty 3402.849421 = -3907086.929642
  nChanged 22
		SP:Iteration 51Q (127763.350000 sec): 3 clusters
  Score: Raw -3910495.653756 + Penalty 3402.849421 = -3907092.804334
  nChanged 18
		SP:Iteration 52Q (127763.710000 sec): 3 clusters
  Score: Raw -3910502.911572 + Penalty 3402.849421 = -3907100.062151
  nChanged 17
		SP:Iteration 53Q (127763.980000 sec): 3 clusters
  Score: Raw -3910509.424296 + Penalty 3402.849421 = -3907106.574875
  nChanged 24
		SP:Iteration 54Q (127764.310000 sec): 3 clusters
  Score: Raw -3910516.589572 + Penalty 3402.849421 = -3907113.740151
  nChanged 17
		SP:Iteration 55Q (127764.670000 sec): 3 clusters
  Score: Raw -3910521.455908 + Penalty 3402.849421 = -3907118.606487
  nChanged 9
		SP:Iteration 56Q (127765.010000 sec): 3 clusters
  Score: Raw -3910523.587656 + Penalty 3402.849421 = -3907120.738235
  nChanged 8
		SP:Iteration 57Q (127765.360000 sec): 3 clusters
  Score: Raw -3910525.449925 + Penalty 3402.849421 = -3907122.600503
  nChanged 11
		SP:Iteration 58Q (127765.700000 sec): 3 clusters
  Score: Raw -3910529.173549 + Penalty 3402.849421 = -3907126.324128
  nChanged 15
		SP:Iteration 59Q (127766.050000 sec): 3 clusters
  Score: Raw -3910534.004734 + Penalty 3402.849421 = -3907131.155313
  nChanged 12
		SP:Iteration 60F (127766.500000 sec): 3 clusters
  Score: Raw -3910538.542634 + Penalty 3402.849421 = -3907135.693213
  nChanged 14
		SP:Iteration 61Q (127766.890000 sec): 3 clusters
  Score: Raw -3910543.734433 + Penalty 3402.849421 = -3907140.885012
  nChanged 10
		SP:Iteration 62Q (127767.250000 sec): 3 clusters
  Score: Raw -3910547.164499 + Penalty 3402.849421 = -3907144.315077
  nChanged 13
		SP:Iteration 63Q (127767.620000 sec): 3 clusters
  Score: Raw -3910551.879255 + Penalty 3402.849421 = -3907149.029834
  nChanged 14
		SP:Iteration 64Q (127767.950000 sec): 3 clusters
  Score: Raw -3910556.988708 + Penalty 3402.849421 = -3907154.139287
  nChanged 14
		SP:Iteration 65Q (127768.300000 sec): 3 clusters
  Score: Raw -3910564.544234 + Penalty 3402.849421 = -3907161.694813
  nChanged 17
		SP:Iteration 66Q (127768.600000 sec): 3 clusters
  Score: Raw -3910569.757698 + Penalty 3402.849421 = -3907166.908277
  nChanged 8
		SP:Iteration 67Q (127768.990000 sec): 3 clusters
  Score: Raw -3910573.249602 + Penalty 3402.849421 = -3907170.400181
  nChanged 11
		SP:Iteration 68Q (127769.290000 sec): 3 clusters
  Score: Raw -3910576.193587 + Penalty 3402.849421 = -3907173.344166
  nChanged 6
		SP:Iteration 69Q (127769.670000 sec): 3 clusters
  Score: Raw -3910578.449198 + Penalty 3402.849421 = -3907175.599777
  nChanged 6
		SP:Iteration 70Q (127770.060000 sec): 3 clusters
  Score: Raw -3910580.641691 + Penalty 3402.849421 = -3907177.792270
  nChanged 7
		SP:Iteration 71Q (127770.370000 sec): 3 clusters
  Score: Raw -3910582.931560 + Penalty 3402.849421 = -3907180.082139
  nChanged 11
		SP:Iteration 72Q (127770.730000 sec): 3 clusters
  Score: Raw -3910586.248236 + Penalty 3402.849421 = -3907183.398814
  nChanged 4
		SP:Iteration 73Q (127771.040000 sec): 3 clusters
  Score: Raw -3910587.758169 + Penalty 3402.849421 = -3907184.908748
  nChanged 10
		SP:Iteration 74Q (127771.420000 sec): 3 clusters
  Score: Raw -3910590.903751 + Penalty 3402.849421 = -3907188.054330
  nChanged 7
		SP:Iteration 75Q (127771.760000 sec): 3 clusters
  Score: Raw -3910593.893570 + Penalty 3402.849421 = -3907191.044149
  nChanged 6
		SP:Iteration 76Q (127772.140000 sec): 3 clusters
  Score: Raw -3910595.934282 + Penalty 3402.849421 = -3907193.084860
  nChanged 6
		SP:Iteration 77Q (127772.480000 sec): 3 clusters
  Score: Raw -3910597.863524 + Penalty 3402.849421 = -3907195.014103
  nChanged 4
		SP:Iteration 78Q (127772.740000 sec): 3 clusters
  Score: Raw -3910599.242667 + Penalty 3402.849421 = -3907196.393246
  nChanged 2
		SP:Iteration 79Q (127773.120000 sec): 3 clusters
  Score: Raw -3910599.878165 + Penalty 3402.849421 = -3907197.028744
  nChanged 0
		SP:Iteration 80F (127773.450000 sec): 3 clusters
  Score: Raw -3910599.878165 + Penalty 3402.849421 = -3907197.028744
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127773.600000 sec): 2 clusters
  Score: Raw -1051947.674958 + Penalty 1511.190278 = -1050436.484680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127773.850000 sec): 3 clusters
  Score: Raw -1045772.735574 + Penalty 3022.380556 = -1042750.355018
  nChanged 4717
		SP:Iteration 1F (127774.060000 sec): 3 clusters
  Score: Raw -1048672.767080 + Penalty 3022.380556 = -1045650.386524
  nChanged 840
		SP:Iteration 2F (127774.340000 sec): 3 clusters
  Score: Raw -1049163.920246 + Penalty 3022.380556 = -1046141.539690
  nChanged 722
		SP:Iteration 3F (127774.580000 sec): 3 clusters
  Score: Raw -1049568.779925 + Penalty 3022.380556 = -1046546.399370
  nChanged 613
		SP:Iteration 4F (127774.800000 sec): 3 clusters
  Score: Raw -1049888.082593 + Penalty 3022.380556 = -1046865.702038
  nChanged 479
		SP:Iteration 5Q (127775.040000 sec): 3 clusters
  Score: Raw -1050117.231107 + Penalty 3022.380556 = -1047094.850551
  nChanged 418
		SP:Iteration 6Q (127775.290000 sec): 3 clusters
  Score: Raw -1050295.000536 + Penalty 3022.380556 = -1047272.619980
  nChanged 339
		SP:Iteration 7Q (127775.500000 sec): 3 clusters
  Score: Raw -1050436.266010 + Penalty 3022.380556 = -1047413.885454
  nChanged 292
		SP:Iteration 8Q (127775.730000 sec): 3 clusters
  Score: Raw -1050553.717195 + Penalty 3022.380556 = -1047531.336639
  nChanged 280
		SP:Iteration 9Q (127775.980000 sec): 3 clusters
  Score: Raw -1050680.364206 + Penalty 3022.380556 = -1047657.983650
  nChanged 276
		SP:Iteration 10Q (127776.210000 sec): 3 clusters
  Score: Raw -1050804.644459 + Penalty 3022.380556 = -1047782.263903
  nChanged 260
		SP:Iteration 11Q (127776.410000 sec): 3 clusters
  Score: Raw -1050930.614614 + Penalty 3022.380556 = -1047908.234058
  nChanged 269
		SP:Iteration 12Q (127776.700000 sec): 3 clusters
  Score: Raw -1051060.353880 + Penalty 3022.380556 = -1048037.973324
  nChanged 256
		SP:Iteration 13Q (127776.880000 sec): 3 clusters
  Score: Raw -1051199.253002 + Penalty 3022.380556 = -1048176.872446
  nChanged 232
		SP:Iteration 14Q (127777.140000 sec): 3 clusters
  Score: Raw -1051379.140617 + Penalty 3022.380556 = -1048356.760062
  nChanged 218
		SP:Iteration 15Q (127777.400000 sec): 3 clusters
  Score: Raw -1051551.212966 + Penalty 3022.380556 = -1048528.832410
  nChanged 205
		SP:Iteration 16Q (127777.630000 sec): 3 clusters
  Score: Raw -1051657.091816 + Penalty 3022.380556 = -1048634.711260
  nChanged 168
		SP:Iteration 17Q (127777.910000 sec): 3 clusters
  Score: Raw -1051724.095564 + Penalty 3022.380556 = -1048701.715008
  nChanged 141
		SP:Iteration 18Q (127778.130000 sec): 3 clusters
  Score: Raw -1051769.214394 + Penalty 3022.380556 = -1048746.833838
  nChanged 128
		SP:Iteration 19Q (127778.380000 sec): 3 clusters
  Score: Raw -1051807.933276 + Penalty 3022.380556 = -1048785.552720
  nChanged 108
		SP:Iteration 20F (127778.660000 sec): 3 clusters
  Score: Raw -1051837.418669 + Penalty 3022.380556 = -1048815.038113
  nChanged 103
		SP:Iteration 21Q (127778.900000 sec): 3 clusters
  Score: Raw -1051865.319237 + Penalty 3022.380556 = -1048842.938681
  nChanged 102
		SP:Iteration 22Q (127779.140000 sec): 3 clusters
  Score: Raw -1051899.964117 + Penalty 3022.380556 = -1048877.583561
  nChanged 123
		SP:Iteration 23Q (127779.370000 sec): 3 clusters
  Score: Raw -1051939.025956 + Penalty 3022.380556 = -1048916.645401
  nChanged 108
		SP:Iteration 24Q (127779.560000 sec): 3 clusters
  Score: Raw -1051973.536020 + Penalty 3022.380556 = -1048951.155465
  nChanged 119
		SP:Iteration 25Q (127779.830000 sec): 3 clusters
  Score: Raw -1052010.427237 + Penalty 3022.380556 = -1048988.046681
  nChanged 113
		SP:Iteration 26Q (127780.030000 sec): 3 clusters
  Score: Raw -1052047.208263 + Penalty 3022.380556 = -1049024.827707
  nChanged 116
		SP:Iteration 27Q (127780.280000 sec): 3 clusters
  Score: Raw -1052089.176011 + Penalty 3022.380556 = -1049066.795455
  nChanged 120
		SP:Iteration 28Q (127780.490000 sec): 3 clusters
  Score: Raw -1052134.129907 + Penalty 3022.380556 = -1049111.749351
  nChanged 104
		SP:Iteration 29Q (127780.680000 sec): 3 clusters
  Score: Raw -1052169.687417 + Penalty 3022.380556 = -1049147.306861
  nChanged 101
		SP:Iteration 30Q (127780.940000 sec): 3 clusters
  Score: Raw -1052194.481454 + Penalty 3022.380556 = -1049172.100898
  nChanged 88
		SP:Iteration 31Q (127781.190000 sec): 3 clusters
  Score: Raw -1052218.725840 + Penalty 3022.380556 = -1049196.345284
  nChanged 85
		SP:Iteration 32Q (127781.410000 sec): 3 clusters
  Score: Raw -1052247.345724 + Penalty 3022.380556 = -1049224.965168
  nChanged 85
		SP:Iteration 33Q (127781.640000 sec): 3 clusters
  Score: Raw -1052270.647030 + Penalty 3022.380556 = -1049248.266475
  nChanged 75
		SP:Iteration 34Q (127781.880000 sec): 3 clusters
  Score: Raw -1052292.092105 + Penalty 3022.380556 = -1049269.711549
  nChanged 88
		SP:Iteration 35Q (127782.160000 sec): 3 clusters
  Score: Raw -1052320.396060 + Penalty 3022.380556 = -1049298.015504
  nChanged 75
		SP:Iteration 36Q (127782.370000 sec): 3 clusters
  Score: Raw -1052340.574122 + Penalty 3022.380556 = -1049318.193566
  nChanged 58
		SP:Iteration 37Q (127782.690000 sec): 3 clusters
  Score: Raw -1052354.917553 + Penalty 3022.380556 = -1049332.536997
  nChanged 60
		SP:Iteration 38Q (127782.900000 sec): 3 clusters
  Score: Raw -1052367.093063 + Penalty 3022.380556 = -1049344.712507
  nChanged 50
		SP:Iteration 39Q (127783.200000 sec): 3 clusters
  Score: Raw -1052376.413834 + Penalty 3022.380556 = -1049354.033278
  nChanged 42
		SP:Iteration 40F (127783.430000 sec): 3 clusters
  Score: Raw -1052383.663460 + Penalty 3022.380556 = -1049361.282904
  nChanged 35
		SP:Iteration 41Q (127783.690000 sec): 3 clusters
  Score: Raw -1052388.849739 + Penalty 3022.380556 = -1049366.469183
  nChanged 33
		SP:Iteration 42Q (127783.950000 sec): 3 clusters
  Score: Raw -1052393.728741 + Penalty 3022.380556 = -1049371.348185
  nChanged 37
		SP:Iteration 43Q (127784.190000 sec): 3 clusters
  Score: Raw -1052399.504617 + Penalty 3022.380556 = -1049377.124061
  nChanged 24
		SP:Iteration 44Q (127784.490000 sec): 3 clusters
  Score: Raw -1052402.671141 + Penalty 3022.380556 = -1049380.290585
  nChanged 23
		SP:Iteration 45Q (127784.720000 sec): 3 clusters
  Score: Raw -1052406.530379 + Penalty 3022.380556 = -1049384.149823
  nChanged 24
		SP:Iteration 46Q (127785.000000 sec): 3 clusters
  Score: Raw -1052409.872720 + Penalty 3022.380556 = -1049387.492164
  nChanged 21
		SP:Iteration 47Q (127785.290000 sec): 3 clusters
  Score: Raw -1052412.630540 + Penalty 3022.380556 = -1049390.249984
  nChanged 17
		SP:Iteration 48Q (127785.470000 sec): 3 clusters
  Score: Raw -1052414.628447 + Penalty 3022.380556 = -1049392.247891
  nChanged 12
		SP:Iteration 49Q (127785.750000 sec): 3 clusters
  Score: Raw -1052416.006982 + Penalty 3022.380556 = -1049393.626426
  nChanged 15
		SP:Iteration 50Q (127785.960000 sec): 3 clusters
  Score: Raw -1052418.275810 + Penalty 3022.380556 = -1049395.895254
  nChanged 9
		SP:Iteration 51Q (127786.230000 sec): 3 clusters
  Score: Raw -1052419.251390 + Penalty 3022.380556 = -1049396.870834
  nChanged 4
		SP:Iteration 52Q (127786.460000 sec): 3 clusters
  Score: Raw -1052419.719760 + Penalty 3022.380556 = -1049397.339205
  nChanged 2
		SP:Iteration 53Q (127786.730000 sec): 3 clusters
  Score: Raw -1052419.899067 + Penalty 3022.380556 = -1049397.518511
  nChanged 1
		SP:Iteration 54Q (127787.050000 sec): 3 clusters
  Score: Raw -1052420.072551 + Penalty 3022.380556 = -1049397.691996
  nChanged 3
		SP:Iteration 55Q (127787.270000 sec): 3 clusters
  Score: Raw -1052420.407757 + Penalty 3022.380556 = -1049398.027201
  nChanged 4
		SP:Iteration 56Q (127787.510000 sec): 3 clusters
  Score: Raw -1052420.873865 + Penalty 3022.380556 = -1049398.493309
  nChanged 5
		SP:Iteration 57Q (127787.720000 sec): 3 clusters
  Score: Raw -1052421.199563 + Penalty 3022.380556 = -1049398.819008
  nChanged 3
		SP:Iteration 58Q (127787.960000 sec): 3 clusters
  Score: Raw -1052421.486170 + Penalty 3022.380556 = -1049399.105614
  nChanged 3
		SP:Iteration 59Q (127788.230000 sec): 3 clusters
  Score: Raw -1052421.715984 + Penalty 3022.380556 = -1049399.335429
  nChanged 0
		SP:Iteration 60F (127788.430000 sec): 3 clusters
  Score: Raw -1052421.715984 + Penalty 3022.380556 = -1049399.335429
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127788.620000 sec): 2 clusters
  Score: Raw -2042733.424289 + Penalty 1607.470024 = -2041125.954265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127788.970000 sec): 3 clusters
  Score: Raw -2030880.991336 + Penalty 3214.940047 = -2027666.051289
  nChanged 8841
		SP:Iteration 1F (127789.240000 sec): 3 clusters
  Score: Raw -2035823.063414 + Penalty 3214.940047 = -2032608.123367
  nChanged 1052
		SP:Iteration 2F (127789.550000 sec): 3 clusters
  Score: Raw -2036247.993264 + Penalty 3214.940047 = -2033033.053217
  nChanged 1015
		SP:Iteration 3F (127789.860000 sec): 3 clusters
  Score: Raw -2036721.367801 + Penalty 3214.940047 = -2033506.427754
  nChanged 1044
		SP:Iteration 4F (127790.150000 sec): 3 clusters
  Score: Raw -2037301.649089 + Penalty 3214.940047 = -2034086.709041
  nChanged 1143
		SP:Iteration 5F (127790.410000 sec): 3 clusters
  Score: Raw -2037987.309536 + Penalty 3214.940047 = -2034772.369489
  nChanged 1116
		SP:Iteration 6F (127790.690000 sec): 3 clusters
  Score: Raw -2038665.911864 + Penalty 3214.940047 = -2035450.971816
  nChanged 1026
		SP:Iteration 7F (127791.000000 sec): 3 clusters
  Score: Raw -2039242.563450 + Penalty 3214.940047 = -2036027.623402
  nChanged 869
		SP:Iteration 8Q (127791.250000 sec): 3 clusters
  Score: Raw -2039660.415868 + Penalty 3214.940047 = -2036445.475821
  nChanged 688
		SP:Iteration 9Q (127791.510000 sec): 3 clusters
  Score: Raw -2039961.576511 + Penalty 3214.940047 = -2036746.636463
  nChanged 607
		SP:Iteration 10Q (127791.790000 sec): 3 clusters
  Score: Raw -2040218.338904 + Penalty 3214.940047 = -2037003.398857
  nChanged 535
		SP:Iteration 11Q (127792.090000 sec): 3 clusters
  Score: Raw -2040456.656243 + Penalty 3214.940047 = -2037241.716196
  nChanged 477
		SP:Iteration 12Q (127792.450000 sec): 3 clusters
  Score: Raw -2040641.661962 + Penalty 3214.940047 = -2037426.721915
  nChanged 386
		SP:Iteration 13Q (127792.720000 sec): 3 clusters
  Score: Raw -2040772.453877 + Penalty 3214.940047 = -2037557.513829
  nChanged 367
		SP:Iteration 14Q (127793.000000 sec): 3 clusters
  Score: Raw -2040904.405560 + Penalty 3214.940047 = -2037689.465513
  nChanged 343
		SP:Iteration 15Q (127793.330000 sec): 3 clusters
  Score: Raw -2041018.894356 + Penalty 3214.940047 = -2037803.954309
  nChanged 305
		SP:Iteration 16Q (127793.590000 sec): 3 clusters
  Score: Raw -2041101.013413 + Penalty 3214.940047 = -2037886.073366
  nChanged 261
		SP:Iteration 17Q (127793.930000 sec): 3 clusters
  Score: Raw -2041165.323442 + Penalty 3214.940047 = -2037950.383395
  nChanged 217
		SP:Iteration 18Q (127794.180000 sec): 3 clusters
  Score: Raw -2041218.147382 + Penalty 3214.940047 = -2038003.207335
  nChanged 209
		SP:Iteration 19Q (127794.480000 sec): 3 clusters
  Score: Raw -2041260.327634 + Penalty 3214.940047 = -2038045.387587
  nChanged 172
		SP:Iteration 20F (127794.730000 sec): 3 clusters
  Score: Raw -2041295.826997 + Penalty 3214.940047 = -2038080.886950
  nChanged 153
		SP:Iteration 21Q (127795.000000 sec): 3 clusters
  Score: Raw -2041320.942129 + Penalty 3214.940047 = -2038106.002082
  nChanged 133
		SP:Iteration 22Q (127795.290000 sec): 3 clusters
  Score: Raw -2041344.216590 + Penalty 3214.940047 = -2038129.276543
  nChanged 140
		SP:Iteration 23Q (127795.560000 sec): 3 clusters
  Score: Raw -2041370.913367 + Penalty 3214.940047 = -2038155.973320
  nChanged 150
		SP:Iteration 24Q (127795.830000 sec): 3 clusters
  Score: Raw -2041399.863972 + Penalty 3214.940047 = -2038184.923924
  nChanged 141
		SP:Iteration 25Q (127796.090000 sec): 3 clusters
  Score: Raw -2041431.976745 + Penalty 3214.940047 = -2038217.036698
  nChanged 160
		SP:Iteration 26Q (127796.410000 sec): 3 clusters
  Score: Raw -2041471.642246 + Penalty 3214.940047 = -2038256.702198
  nChanged 167
		SP:Iteration 27Q (127796.690000 sec): 3 clusters
  Score: Raw -2041516.845037 + Penalty 3214.940047 = -2038301.904990
  nChanged 180
		SP:Iteration 28Q (127796.980000 sec): 3 clusters
  Score: Raw -2041567.323369 + Penalty 3214.940047 = -2038352.383321
  nChanged 183
		SP:Iteration 29Q (127797.290000 sec): 3 clusters
  Score: Raw -2041617.028827 + Penalty 3214.940047 = -2038402.088780
  nChanged 195
		SP:Iteration 30Q (127797.570000 sec): 3 clusters
  Score: Raw -2041672.721427 + Penalty 3214.940047 = -2038457.781379
  nChanged 201
		SP:Iteration 31Q (127797.860000 sec): 3 clusters
  Score: Raw -2041732.825937 + Penalty 3214.940047 = -2038517.885890
  nChanged 199
		SP:Iteration 32Q (127798.150000 sec): 3 clusters
  Score: Raw -2041798.932574 + Penalty 3214.940047 = -2038583.992527
  nChanged 230
		SP:Iteration 33Q (127798.550000 sec): 3 clusters
  Score: Raw -2041885.846853 + Penalty 3214.940047 = -2038670.906806
  nChanged 259
		SP:Iteration 34Q (127798.780000 sec): 3 clusters
  Score: Raw -2041977.386685 + Penalty 3214.940047 = -2038762.446638
  nChanged 242
		SP:Iteration 35Q (127799.080000 sec): 3 clusters
  Score: Raw -2042066.118554 + Penalty 3214.940047 = -2038851.178507
  nChanged 274
		SP:Iteration 36Q (127799.370000 sec): 3 clusters
  Score: Raw -2042168.672309 + Penalty 3214.940047 = -2038953.732261
  nChanged 264
		SP:Iteration 37Q (127799.620000 sec): 3 clusters
  Score: Raw -2042269.122093 + Penalty 3214.940047 = -2039054.182045
  nChanged 255
		SP:Iteration 38Q (127799.870000 sec): 3 clusters
  Score: Raw -2042371.774239 + Penalty 3214.940047 = -2039156.834192
  nChanged 248
		SP:Iteration 39Q (127800.190000 sec): 3 clusters
  Score: Raw -2042473.061379 + Penalty 3214.940047 = -2039258.121331
  nChanged 250
		SP:Iteration 40F (127800.430000 sec): 3 clusters
  Score: Raw -2042594.606535 + Penalty 3214.940047 = -2039379.666488
  nChanged 284
		SP:Iteration 41Q (127800.710000 sec): 3 clusters
  Score: Raw -2042730.047270 + Penalty 3214.940047 = -2039515.107223
  nChanged 278
		SP:Iteration 42Q (127800.960000 sec): 3 clusters
  Score: Raw -2042862.788861 + Penalty 3214.940047 = -2039647.848814
  nChanged 300
		SP:Iteration 43Q (127801.220000 sec): 3 clusters
  Score: Raw -2043016.605054 + Penalty 3214.940047 = -2039801.665006
  nChanged 280
		SP:Iteration 44Q (127801.460000 sec): 3 clusters
  Score: Raw -2043154.253859 + Penalty 3214.940047 = -2039939.313812
  nChanged 238
		SP:Iteration 45Q (127801.740000 sec): 3 clusters
  Score: Raw -2043259.390608 + Penalty 3214.940047 = -2040044.450560
  nChanged 214
		SP:Iteration 46Q (127801.990000 sec): 3 clusters
  Score: Raw -2043359.645661 + Penalty 3214.940047 = -2040144.705614
  nChanged 188
		SP:Iteration 47Q (127802.260000 sec): 3 clusters
  Score: Raw -2043428.193899 + Penalty 3214.940047 = -2040213.253852
  nChanged 148
		SP:Iteration 48Q (127802.510000 sec): 3 clusters
  Score: Raw -2043477.862205 + Penalty 3214.940047 = -2040262.922157
  nChanged 121
		SP:Iteration 49Q (127802.770000 sec): 3 clusters
  Score: Raw -2043518.846473 + Penalty 3214.940047 = -2040303.906426
  nChanged 121
		SP:Iteration 50Q (127803.090000 sec): 3 clusters
  Score: Raw -2043556.984275 + Penalty 3214.940047 = -2040342.044228
  nChanged 109
		SP:Iteration 51Q (127803.320000 sec): 3 clusters
  Score: Raw -2043591.726505 + Penalty 3214.940047 = -2040376.786457
  nChanged 106
		SP:Iteration 52Q (127803.640000 sec): 3 clusters
  Score: Raw -2043620.414963 + Penalty 3214.940047 = -2040405.474915
  nChanged 89
		SP:Iteration 53Q (127803.910000 sec): 3 clusters
  Score: Raw -2043642.219413 + Penalty 3214.940047 = -2040427.279366
  nChanged 77
		SP:Iteration 54Q (127804.170000 sec): 3 clusters
  Score: Raw -2043664.540657 + Penalty 3214.940047 = -2040449.600610
  nChanged 74
		SP:Iteration 55Q (127804.380000 sec): 3 clusters
  Score: Raw -2043682.020825 + Penalty 3214.940047 = -2040467.080778
  nChanged 67
		SP:Iteration 56Q (127804.630000 sec): 3 clusters
  Score: Raw -2043699.985702 + Penalty 3214.940047 = -2040485.045654
  nChanged 65
		SP:Iteration 57Q (127804.900000 sec): 3 clusters
  Score: Raw -2043719.193240 + Penalty 3214.940047 = -2040504.253192
  nChanged 56
		SP:Iteration 58Q (127805.140000 sec): 3 clusters
  Score: Raw -2043736.961332 + Penalty 3214.940047 = -2040522.021285
  nChanged 67
		SP:Iteration 59Q (127805.420000 sec): 3 clusters
  Score: Raw -2043755.973334 + Penalty 3214.940047 = -2040541.033287
  nChanged 59
		SP:Iteration 60F (127805.730000 sec): 3 clusters
  Score: Raw -2043783.334127 + Penalty 3214.940047 = -2040568.394080
  nChanged 81
		SP:Iteration 61Q (127805.990000 sec): 3 clusters
  Score: Raw -2043804.726218 + Penalty 3214.940047 = -2040589.786171
  nChanged 65
		SP:Iteration 62Q (127806.270000 sec): 3 clusters
  Score: Raw -2043817.122732 + Penalty 3214.940047 = -2040602.182685
  nChanged 62
		SP:Iteration 63Q (127806.560000 sec): 3 clusters
  Score: Raw -2043826.162528 + Penalty 3214.940047 = -2040611.222481
  nChanged 39
		SP:Iteration 64Q (127806.790000 sec): 3 clusters
  Score: Raw -2043831.251944 + Penalty 3214.940047 = -2040616.311897
  nChanged 36
		SP:Iteration 65Q (127807.080000 sec): 3 clusters
  Score: Raw -2043836.688354 + Penalty 3214.940047 = -2040621.748306
  nChanged 29
		SP:Iteration 66Q (127807.340000 sec): 3 clusters
  Score: Raw -2043840.757517 + Penalty 3214.940047 = -2040625.817469
  nChanged 27
		SP:Iteration 67Q (127807.620000 sec): 3 clusters
  Score: Raw -2043844.628712 + Penalty 3214.940047 = -2040629.688665
  nChanged 28
		SP:Iteration 68Q (127807.930000 sec): 3 clusters
  Score: Raw -2043847.499110 + Penalty 3214.940047 = -2040632.559063
  nChanged 18
		SP:Iteration 69Q (127808.200000 sec): 3 clusters
  Score: Raw -2043849.022281 + Penalty 3214.940047 = -2040634.082234
  nChanged 13
		SP:Iteration 70Q (127808.500000 sec): 3 clusters
  Score: Raw -2043850.116788 + Penalty 3214.940047 = -2040635.176740
  nChanged 11
		SP:Iteration 71Q (127808.780000 sec): 3 clusters
  Score: Raw -2043850.905491 + Penalty 3214.940047 = -2040635.965444
  nChanged 8
		SP:Iteration 72Q (127809.110000 sec): 3 clusters
  Score: Raw -2043851.326179 + Penalty 3214.940047 = -2040636.386132
  nChanged 3
		SP:Iteration 73Q (127809.340000 sec): 3 clusters
  Score: Raw -2043851.527550 + Penalty 3214.940047 = -2040636.587502
  nChanged 5
		SP:Iteration 74Q (127809.640000 sec): 3 clusters
  Score: Raw -2043851.887164 + Penalty 3214.940047 = -2040636.947117
  nChanged 3
		SP:Iteration 75Q (127809.910000 sec): 3 clusters
  Score: Raw -2043852.101203 + Penalty 3214.940047 = -2040637.161156
  nChanged 0
		SP:Iteration 76F (127810.160000 sec): 3 clusters
  Score: Raw -2043852.101203 + Penalty 3214.940047 = -2040637.161156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127810.290000 sec): 2 clusters
  Score: Raw -447784.070485 + Penalty 1360.514774 = -446423.555711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127810.490000 sec): 3 clusters
  Score: Raw -445637.195010 + Penalty 2721.029547 = -442916.165463
  nChanged 1679
		SP:Iteration 1F (127810.740000 sec): 3 clusters
  Score: Raw -446606.715471 + Penalty 2721.029547 = -443885.685924
  nChanged 308
		SP:Iteration 2F (127810.910000 sec): 3 clusters
  Score: Raw -446794.018303 + Penalty 2721.029547 = -444072.988756
  nChanged 253
		SP:Iteration 3F (127811.120000 sec): 3 clusters
  Score: Raw -446975.073802 + Penalty 2721.029547 = -444254.044255
  nChanged 224
		SP:Iteration 4F (127811.350000 sec): 3 clusters
  Score: Raw -447127.369753 + Penalty 2721.029547 = -444406.340206
  nChanged 206
		SP:Iteration 5Q (127811.520000 sec): 3 clusters
  Score: Raw -447265.635554 + Penalty 2721.029547 = -444544.606006
  nChanged 175
		SP:Iteration 6Q (127811.750000 sec): 3 clusters
  Score: Raw -447367.745809 + Penalty 2721.029547 = -444646.716262
  nChanged 149
		SP:Iteration 7Q (127811.960000 sec): 3 clusters
  Score: Raw -447457.998551 + Penalty 2721.029547 = -444736.969004
  nChanged 125
		SP:Iteration 8Q (127812.180000 sec): 3 clusters
  Score: Raw -447530.113126 + Penalty 2721.029547 = -444809.083579
  nChanged 92
		SP:Iteration 9Q (127812.390000 sec): 3 clusters
  Score: Raw -447576.101141 + Penalty 2721.029547 = -444855.071594
  nChanged 70
		SP:Iteration 10Q (127812.650000 sec): 3 clusters
  Score: Raw -447607.449670 + Penalty 2721.029547 = -444886.420123
  nChanged 62
		SP:Iteration 11Q (127812.840000 sec): 3 clusters
  Score: Raw -447641.982400 + Penalty 2721.029547 = -444920.952853
  nChanged 67
		SP:Iteration 12Q (127813.060000 sec): 3 clusters
  Score: Raw -447670.671157 + Penalty 2721.029547 = -444949.641610
  nChanged 45
		SP:Iteration 13Q (127813.240000 sec): 3 clusters
  Score: Raw -447693.374691 + Penalty 2721.029547 = -444972.345144
  nChanged 45
		SP:Iteration 14Q (127813.440000 sec): 3 clusters
  Score: Raw -447713.170332 + Penalty 2721.029547 = -444992.140784
  nChanged 36
		SP:Iteration 15Q (127813.650000 sec): 3 clusters
  Score: Raw -447727.169944 + Penalty 2721.029547 = -445006.140397
  nChanged 28
		SP:Iteration 16Q (127813.830000 sec): 3 clusters
  Score: Raw -447739.320680 + Penalty 2721.029547 = -445018.291133
  nChanged 29
		SP:Iteration 17Q (127814.070000 sec): 3 clusters
  Score: Raw -447751.026338 + Penalty 2721.029547 = -445029.996790
  nChanged 27
		SP:Iteration 18Q (127814.260000 sec): 3 clusters
  Score: Raw -447763.106738 + Penalty 2721.029547 = -445042.077191
  nChanged 27
		SP:Iteration 19Q (127814.470000 sec): 3 clusters
  Score: Raw -447773.668246 + Penalty 2721.029547 = -445052.638699
  nChanged 23
		SP:Iteration 20F (127814.660000 sec): 3 clusters
  Score: Raw -447781.924092 + Penalty 2721.029547 = -445060.894545
  nChanged 19
		SP:Iteration 21Q (127814.880000 sec): 3 clusters
  Score: Raw -447788.788949 + Penalty 2721.029547 = -445067.759402
  nChanged 13
		SP:Iteration 22Q (127815.090000 sec): 3 clusters
  Score: Raw -447798.344310 + Penalty 2721.029547 = -445077.314763
  nChanged 17
		SP:Iteration 23Q (127815.240000 sec): 3 clusters
  Score: Raw -447804.972310 + Penalty 2721.029547 = -445083.942763
  nChanged 20
		SP:Iteration 24Q (127815.450000 sec): 3 clusters
  Score: Raw -447812.166179 + Penalty 2721.029547 = -445091.136632
  nChanged 19
		SP:Iteration 25Q (127815.680000 sec): 3 clusters
  Score: Raw -447818.602969 + Penalty 2721.029547 = -445097.573422
  nChanged 12
		SP:Iteration 26Q (127815.880000 sec): 3 clusters
  Score: Raw -447823.366763 + Penalty 2721.029547 = -445102.337216
  nChanged 16
		SP:Iteration 27Q (127816.060000 sec): 3 clusters
  Score: Raw -447829.217060 + Penalty 2721.029547 = -445108.187512
  nChanged 11
		SP:Iteration 28Q (127816.270000 sec): 3 clusters
  Score: Raw -447831.411086 + Penalty 2721.029547 = -445110.381539
  nChanged 8
		SP:Iteration 29Q (127816.470000 sec): 3 clusters
  Score: Raw -447833.507326 + Penalty 2721.029547 = -445112.477779
  nChanged 3
		SP:Iteration 30Q (127816.680000 sec): 3 clusters
  Score: Raw -447834.697087 + Penalty 2721.029547 = -445113.667540
  nChanged 5
		SP:Iteration 31Q (127816.900000 sec): 3 clusters
  Score: Raw -447837.229905 + Penalty 2721.029547 = -445116.200358
  nChanged 9
		SP:Iteration 32Q (127817.060000 sec): 3 clusters
  Score: Raw -447839.903150 + Penalty 2721.029547 = -445118.873603
  nChanged 8
		SP:Iteration 33Q (127817.250000 sec): 3 clusters
  Score: Raw -447842.086871 + Penalty 2721.029547 = -445121.057324
  nChanged 6
		SP:Iteration 34Q (127817.490000 sec): 3 clusters
  Score: Raw -447844.116456 + Penalty 2721.029547 = -445123.086909
  nChanged 5
		SP:Iteration 35Q (127817.700000 sec): 3 clusters
  Score: Raw -447845.673167 + Penalty 2721.029547 = -445124.643619
  nChanged 7
		SP:Iteration 36Q (127817.950000 sec): 3 clusters
  Score: Raw -447847.477054 + Penalty 2721.029547 = -445126.447507
  nChanged 5
		SP:Iteration 37Q (127818.200000 sec): 3 clusters
  Score: Raw -447848.974413 + Penalty 2721.029547 = -445127.944866
  nChanged 6
		SP:Iteration 38Q (127818.410000 sec): 3 clusters
  Score: Raw -447851.149379 + Penalty 2721.029547 = -445130.119832
  nChanged 6
		SP:Iteration 39Q (127818.610000 sec): 3 clusters
  Score: Raw -447853.584091 + Penalty 2721.029547 = -445132.554543
  nChanged 5
		SP:Iteration 40F (127818.850000 sec): 3 clusters
  Score: Raw -447855.883512 + Penalty 2721.029547 = -445134.853965
  nChanged 12
		SP:Iteration 41Q (127819.030000 sec): 3 clusters
  Score: Raw -447861.381296 + Penalty 2721.029547 = -445140.351749
  nChanged 13
		SP:Iteration 42Q (127819.300000 sec): 3 clusters
  Score: Raw -447867.293945 + Penalty 2721.029547 = -445146.264397
  nChanged 14
		SP:Iteration 43Q (127819.480000 sec): 3 clusters
  Score: Raw -447871.273046 + Penalty 2721.029547 = -445150.243499
  nChanged 9
		SP:Iteration 44Q (127819.660000 sec): 3 clusters
  Score: Raw -447874.027254 + Penalty 2721.029547 = -445152.997707
  nChanged 6
		SP:Iteration 45Q (127819.830000 sec): 3 clusters
  Score: Raw -447875.699728 + Penalty 2721.029547 = -445154.670181
  nChanged 4
		SP:Iteration 46Q (127820.060000 sec): 3 clusters
  Score: Raw -447877.453214 + Penalty 2721.029547 = -445156.423667
  nChanged 7
		SP:Iteration 47Q (127820.210000 sec): 3 clusters
  Score: Raw -447879.944905 + Penalty 2721.029547 = -445158.915358
  nChanged 7
		SP:Iteration 48Q (127820.430000 sec): 3 clusters
  Score: Raw -447882.944265 + Penalty 2721.029547 = -445161.914718
  nChanged 5
		SP:Iteration 49Q (127820.640000 sec): 3 clusters
  Score: Raw -447885.749163 + Penalty 2721.029547 = -445164.719616
  nChanged 5
		SP:Iteration 50Q (127820.810000 sec): 3 clusters
  Score: Raw -447888.265400 + Penalty 2721.029547 = -445167.235853
  nChanged 7
		SP:Iteration 51Q (127821.020000 sec): 3 clusters
  Score: Raw -447891.185146 + Penalty 2721.029547 = -445170.155598
  nChanged 5
		SP:Iteration 52Q (127821.210000 sec): 3 clusters
  Score: Raw -447892.936429 + Penalty 2721.029547 = -445171.906882
  nChanged 1
		SP:Iteration 53Q (127821.400000 sec): 3 clusters
  Score: Raw -447893.153705 + Penalty 2721.029547 = -445172.124158
  nChanged 1
		SP:Iteration 54Q (127821.610000 sec): 3 clusters
  Score: Raw -447893.244384 + Penalty 2721.029547 = -445172.214837
  nChanged 0
		SP:Iteration 55F (127821.840000 sec): 3 clusters
  Score: Raw -447893.244384 + Penalty 2721.029547 = -445172.214837
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127821.920000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127822.140000 sec): 3 clusters
  Score: Raw -26543.207527 + Penalty 1841.588674 = -24701.618854
  nChanged 48
		SP:Iteration 1F (127822.350000 sec): 3 clusters
  Score: Raw -26659.616298 + Penalty 1841.588674 = -24818.027625
  nChanged 14
		SP:Iteration 2Q (127822.530000 sec): 3 clusters
  Score: Raw -26705.164663 + Penalty 1841.588674 = -24863.575989
  nChanged 9
		SP:Iteration 3Q (127822.720000 sec): 3 clusters
  Score: Raw -26746.709709 + Penalty 1841.588674 = -24905.121036
  nChanged 3
		SP:Iteration 4Q (127822.910000 sec): 3 clusters
  Score: Raw -26751.759678 + Penalty 1841.588674 = -24910.171004
  nChanged 3
		SP:Iteration 5Q (127823.080000 sec): 3 clusters
  Score: Raw -26761.086042 + Penalty 1841.588674 = -24919.497368
  nChanged 2
		SP:Iteration 6Q (127823.310000 sec): 3 clusters
  Score: Raw -26764.946472 + Penalty 1841.588674 = -24923.357799
  nChanged 1
		SP:Iteration 7Q (127823.520000 sec): 3 clusters
  Score: Raw -26772.665978 + Penalty 1841.588674 = -24931.077305
  nChanged 2
		SP:Iteration 8Q (127823.710000 sec): 3 clusters
  Score: Raw -26782.064582 + Penalty 1841.588674 = -24940.475908
  nChanged 1
		SP:Iteration 9Q (127823.930000 sec): 3 clusters
  Score: Raw -26785.155617 + Penalty 1841.588674 = -24943.566943
  nChanged 0
		SP:Iteration 10F (127824.110000 sec): 3 clusters
  Score: Raw -26785.155617 + Penalty 1841.588674 = -24943.566943
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127824.270000 sec): 2 clusters
  Score: Raw -206520.262926 + Penalty 1236.522062 = -205283.740864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127824.410000 sec): 3 clusters
  Score: Raw -205689.400359 + Penalty 2473.044125 = -203216.356234
  nChanged 700
		SP:Iteration 1F (127824.610000 sec): 3 clusters
  Score: Raw -206143.305028 + Penalty 2473.044125 = -203670.260903
  nChanged 141
		SP:Iteration 2F (127824.770000 sec): 3 clusters
  Score: Raw -206250.397767 + Penalty 2473.044125 = -203777.353642
  nChanged 103
		SP:Iteration 3F (127824.990000 sec): 3 clusters
  Score: Raw -206327.254618 + Penalty 2473.044125 = -203854.210493
  nChanged 74
		SP:Iteration 4Q (127825.130000 sec): 3 clusters
  Score: Raw -206386.905033 + Penalty 2473.044125 = -203913.860908
  nChanged 84
		SP:Iteration 5Q (127825.390000 sec): 3 clusters
  Score: Raw -206449.791914 + Penalty 2473.044125 = -203976.747789
  nChanged 73
		SP:Iteration 6Q (127825.580000 sec): 3 clusters
  Score: Raw -206509.460453 + Penalty 2473.044125 = -204036.416328
  nChanged 71
		SP:Iteration 7Q (127825.800000 sec): 3 clusters
  Score: Raw -206552.253889 + Penalty 2473.044125 = -204079.209765
  nChanged 57
		SP:Iteration 8Q (127826.020000 sec): 3 clusters
  Score: Raw -206592.689202 + Penalty 2473.044125 = -204119.645078
  nChanged 45
		SP:Iteration 9Q (127826.180000 sec): 3 clusters
  Score: Raw -206629.399874 + Penalty 2473.044125 = -204156.355750
  nChanged 44
		SP:Iteration 10Q (127826.360000 sec): 3 clusters
  Score: Raw -206657.818116 + Penalty 2473.044125 = -204184.773992
  nChanged 39
		SP:Iteration 11Q (127826.560000 sec): 3 clusters
  Score: Raw -206686.965278 + Penalty 2473.044125 = -204213.921153
  nChanged 42
		SP:Iteration 12Q (127826.740000 sec): 3 clusters
  Score: Raw -206727.272371 + Penalty 2473.044125 = -204254.228246
  nChanged 42
		SP:Iteration 13Q (127826.960000 sec): 3 clusters
  Score: Raw -206760.240008 + Penalty 2473.044125 = -204287.195883
  nChanged 28
		SP:Iteration 14Q (127827.160000 sec): 3 clusters
  Score: Raw -206780.341841 + Penalty 2473.044125 = -204307.297716
  nChanged 23
		SP:Iteration 15Q (127827.320000 sec): 3 clusters
  Score: Raw -206797.425697 + Penalty 2473.044125 = -204324.381572
  nChanged 24
		SP:Iteration 16Q (127827.520000 sec): 3 clusters
  Score: Raw -206814.935730 + Penalty 2473.044125 = -204341.891605
  nChanged 11
		SP:Iteration 17Q (127827.740000 sec): 3 clusters
  Score: Raw -206822.788956 + Penalty 2473.044125 = -204349.744831
  nChanged 11
		SP:Iteration 18Q (127827.990000 sec): 3 clusters
  Score: Raw -206828.346581 + Penalty 2473.044125 = -204355.302456
  nChanged 10
		SP:Iteration 19Q (127828.180000 sec): 3 clusters
  Score: Raw -206833.522529 + Penalty 2473.044125 = -204360.478404
  nChanged 4
		SP:Iteration 20F (127828.380000 sec): 3 clusters
  Score: Raw -206835.338162 + Penalty 2473.044125 = -204362.294037
  nChanged 3
		SP:Iteration 21Q (127828.530000 sec): 3 clusters
  Score: Raw -206836.421208 + Penalty 2473.044125 = -204363.377083
  nChanged 3
		SP:Iteration 22Q (127828.700000 sec): 3 clusters
  Score: Raw -206838.386595 + Penalty 2473.044125 = -204365.342470
  nChanged 2
		SP:Iteration 23Q (127828.840000 sec): 3 clusters
  Score: Raw -206839.250348 + Penalty 2473.044125 = -204366.206223
  nChanged 2
		SP:Iteration 24Q (127829.020000 sec): 3 clusters
  Score: Raw -206839.952294 + Penalty 2473.044125 = -204366.908169
  nChanged 1
		SP:Iteration 25Q (127829.200000 sec): 3 clusters
  Score: Raw -206840.673200 + Penalty 2473.044125 = -204367.629076
  nChanged 2
		SP:Iteration 26Q (127829.400000 sec): 3 clusters
  Score: Raw -206842.124847 + Penalty 2473.044125 = -204369.080722
  nChanged 1
		SP:Iteration 27Q (127829.580000 sec): 3 clusters
  Score: Raw -206842.370575 + Penalty 2473.044125 = -204369.326450
  nChanged 1
		SP:Iteration 28Q (127829.760000 sec): 3 clusters
  Score: Raw -206843.175479 + Penalty 2473.044125 = -204370.131354
  nChanged 0
		SP:Iteration 29F (127829.960000 sec): 3 clusters
  Score: Raw -206843.175479 + Penalty 2473.044125 = -204370.131354
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127830.040000 sec): 2 clusters
  Score: Raw -434440.052163 + Penalty 1355.285315 = -433084.766849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127830.220000 sec): 3 clusters
  Score: Raw -432392.173066 + Penalty 2710.570629 = -429681.602436
  nChanged 1622
		SP:Iteration 1F (127830.410000 sec): 3 clusters
  Score: Raw -433342.291948 + Penalty 2710.570629 = -430631.721319
  nChanged 356
		SP:Iteration 2F (127830.640000 sec): 3 clusters
  Score: Raw -433635.823865 + Penalty 2710.570629 = -430925.253236
  nChanged 316
		SP:Iteration 3F (127830.820000 sec): 3 clusters
  Score: Raw -433911.061376 + Penalty 2710.570629 = -431200.490747
  nChanged 280
		SP:Iteration 4F (127831.030000 sec): 3 clusters
  Score: Raw -434141.323206 + Penalty 2710.570629 = -431430.752577
  nChanged 219
		SP:Iteration 5F (127831.230000 sec): 3 clusters
  Score: Raw -434293.735363 + Penalty 2710.570629 = -431583.164734
  nChanged 152
		SP:Iteration 6Q (127831.440000 sec): 3 clusters
  Score: Raw -434377.587160 + Penalty 2710.570629 = -431667.016530
  nChanged 112
		SP:Iteration 7Q (127831.670000 sec): 3 clusters
  Score: Raw -434434.931231 + Penalty 2710.570629 = -431724.360601
  nChanged 70
		SP:Iteration 8Q (127831.860000 sec): 3 clusters
  Score: Raw -434469.540934 + Penalty 2710.570629 = -431758.970305
  nChanged 67
		SP:Iteration 9Q (127832.080000 sec): 3 clusters
  Score: Raw -434504.249002 + Penalty 2710.570629 = -431793.678373
  nChanged 50
		SP:Iteration 10Q (127832.280000 sec): 3 clusters
  Score: Raw -434525.918431 + Penalty 2710.570629 = -431815.347802
  nChanged 38
		SP:Iteration 11Q (127832.480000 sec): 3 clusters
  Score: Raw -434545.112437 + Penalty 2710.570629 = -431834.541807
  nChanged 35
		SP:Iteration 12Q (127832.640000 sec): 3 clusters
  Score: Raw -434560.690255 + Penalty 2710.570629 = -431850.119626
  nChanged 26
		SP:Iteration 13Q (127832.850000 sec): 3 clusters
  Score: Raw -434571.707877 + Penalty 2710.570629 = -431861.137248
  nChanged 17
		SP:Iteration 14Q (127833.040000 sec): 3 clusters
  Score: Raw -434578.464108 + Penalty 2710.570629 = -431867.893479
  nChanged 14
		SP:Iteration 15Q (127833.250000 sec): 3 clusters
  Score: Raw -434582.311521 + Penalty 2710.570629 = -431871.740892
  nChanged 12
		SP:Iteration 16Q (127833.460000 sec): 3 clusters
  Score: Raw -434586.852788 + Penalty 2710.570629 = -431876.282158
  nChanged 10
		SP:Iteration 17Q (127833.620000 sec): 3 clusters
  Score: Raw -434591.464857 + Penalty 2710.570629 = -431880.894228
  nChanged 11
		SP:Iteration 18Q (127833.800000 sec): 3 clusters
  Score: Raw -434594.475315 + Penalty 2710.570629 = -431883.904686
  nChanged 6
		SP:Iteration 19Q (127833.990000 sec): 3 clusters
  Score: Raw -434597.128424 + Penalty 2710.570629 = -431886.557795
  nChanged 8
		SP:Iteration 20F (127834.200000 sec): 3 clusters
  Score: Raw -434600.372534 + Penalty 2710.570629 = -431889.801904
  nChanged 6
		SP:Iteration 21Q (127834.380000 sec): 3 clusters
  Score: Raw -434602.997655 + Penalty 2710.570629 = -431892.427025
  nChanged 5
		SP:Iteration 22Q (127834.570000 sec): 3 clusters
  Score: Raw -434605.092490 + Penalty 2710.570629 = -431894.521860
  nChanged 4
		SP:Iteration 23Q (127834.740000 sec): 3 clusters
  Score: Raw -434606.224377 + Penalty 2710.570629 = -431895.653748
  nChanged 4
		SP:Iteration 24Q (127834.950000 sec): 3 clusters
  Score: Raw -434607.996408 + Penalty 2710.570629 = -431897.425779
  nChanged 7
		SP:Iteration 25Q (127835.120000 sec): 3 clusters
  Score: Raw -434610.049099 + Penalty 2710.570629 = -431899.478470
  nChanged 4
		SP:Iteration 26Q (127835.280000 sec): 3 clusters
  Score: Raw -434611.121805 + Penalty 2710.570629 = -431900.551176
  nChanged 2
		SP:Iteration 27Q (127835.400000 sec): 3 clusters
  Score: Raw -434611.454621 + Penalty 2710.570629 = -431900.883992
  nChanged 2
		SP:Iteration 28Q (127835.510000 sec): 3 clusters
  Score: Raw -434612.095960 + Penalty 2710.570629 = -431901.525331
  nChanged 2
		SP:Iteration 29Q (127835.620000 sec): 3 clusters
  Score: Raw -434612.865250 + Penalty 2710.570629 = -431902.294621
  nChanged 3
		SP:Iteration 30Q (127835.730000 sec): 3 clusters
  Score: Raw -434615.069530 + Penalty 2710.570629 = -431904.498901
  nChanged 7
		SP:Iteration 31Q (127835.840000 sec): 3 clusters
  Score: Raw -434616.776298 + Penalty 2710.570629 = -431906.205668
  nChanged 6
		SP:Iteration 32Q (127835.960000 sec): 3 clusters
  Score: Raw -434619.921243 + Penalty 2710.570629 = -431909.350614
  nChanged 10
		SP:Iteration 33Q (127836.070000 sec): 3 clusters
  Score: Raw -434622.895549 + Penalty 2710.570629 = -431912.324920
  nChanged 6
		SP:Iteration 34Q (127836.180000 sec): 3 clusters
  Score: Raw -434625.059006 + Penalty 2710.570629 = -431914.488377
  nChanged 6
		SP:Iteration 35Q (127836.290000 sec): 3 clusters
  Score: Raw -434626.948718 + Penalty 2710.570629 = -431916.378088
  nChanged 1
		SP:Iteration 36Q (127836.400000 sec): 3 clusters
  Score: Raw -434627.181211 + Penalty 2710.570629 = -431916.610582
  nChanged 1
		SP:Iteration 37Q (127836.570000 sec): 3 clusters
  Score: Raw -434627.680853 + Penalty 2710.570629 = -431917.110224
  nChanged 0
		SP:Iteration 38F (127836.790000 sec): 3 clusters
  Score: Raw -434627.680853 + Penalty 2710.570629 = -431917.110224
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127836.860000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127837.070000 sec): 3 clusters
  Score: Raw -29595.219777 + Penalty 1859.101327 = -27736.118450
  nChanged 68
		SP:Iteration 1F (127837.220000 sec): 3 clusters
  Score: Raw -29723.134884 + Penalty 1859.101327 = -27864.033557
  nChanged 19
		SP:Iteration 2F (127837.390000 sec): 3 clusters
  Score: Raw -29773.468978 + Penalty 1859.101327 = -27914.367651
  nChanged 11
		SP:Iteration 3Q (127837.610000 sec): 3 clusters
  Score: Raw -29811.832940 + Penalty 1859.101327 = -27952.731613
  nChanged 8
		SP:Iteration 4Q (127837.770000 sec): 3 clusters
  Score: Raw -29833.233971 + Penalty 1859.101327 = -27974.132644
  nChanged 14
		SP:Iteration 5Q (127837.980000 sec): 3 clusters
  Score: Raw -29881.684304 + Penalty 1859.101327 = -28022.582977
  nChanged 8
		SP:Iteration 6Q (127838.180000 sec): 3 clusters
  Score: Raw -29907.152382 + Penalty 1859.101327 = -28048.051054
  nChanged 6
		SP:Iteration 7Q (127838.340000 sec): 3 clusters
  Score: Raw -29925.155572 + Penalty 1859.101327 = -28066.054245
  nChanged 3
		SP:Iteration 8Q (127838.570000 sec): 3 clusters
  Score: Raw -29941.287044 + Penalty 1859.101327 = -28082.185716
  nChanged 1
		SP:Iteration 9Q (127838.750000 sec): 3 clusters
  Score: Raw -29943.253772 + Penalty 1859.101327 = -28084.152445
  nChanged 0
		SP:Iteration 10F (127838.950000 sec): 3 clusters
  Score: Raw -29943.253772 + Penalty 1859.101327 = -28084.152445
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (24292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127839.150000 sec): 2 clusters
  Score: Raw -2479257.629599 + Penalty 1640.909133 = -2477616.720466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127839.520000 sec): 3 clusters
  Score: Raw -2464511.291426 + Penalty 3281.818266 = -2461229.473160
  nChanged 11144
		SP:Iteration 1F (127839.790000 sec): 3 clusters
  Score: Raw -2470748.247602 + Penalty 3281.818266 = -2467466.429336
  nChanged 1283
		SP:Iteration 2F (127840.130000 sec): 3 clusters
  Score: Raw -2471270.345540 + Penalty 3281.818266 = -2467988.527274
  nChanged 1336
		SP:Iteration 3F (127840.430000 sec): 3 clusters
  Score: Raw -2471884.383006 + Penalty 3281.818266 = -2468602.564740
  nChanged 1382
		SP:Iteration 4F (127840.760000 sec): 3 clusters
  Score: Raw -2472545.185760 + Penalty 3281.818266 = -2469263.367494
  nChanged 1378
		SP:Iteration 5F (127841.070000 sec): 3 clusters
  Score: Raw -2473329.602958 + Penalty 3281.818266 = -2470047.784692
  nChanged 1435
		SP:Iteration 6F (127841.370000 sec): 3 clusters
  Score: Raw -2474213.322963 + Penalty 3281.818266 = -2470931.504697
  nChanged 1330
		SP:Iteration 7F (127841.680000 sec): 3 clusters
  Score: Raw -2475132.563382 + Penalty 3281.818266 = -2471850.745116
  nChanged 1200
		SP:Iteration 8Q (127841.970000 sec): 3 clusters
  Score: Raw -2476027.402404 + Penalty 3281.818266 = -2472745.584138
  nChanged 1039
		SP:Iteration 9Q (127842.280000 sec): 3 clusters
  Score: Raw -2476836.130659 + Penalty 3281.818266 = -2473554.312393
  nChanged 912
		SP:Iteration 10Q (127842.620000 sec): 3 clusters
  Score: Raw -2477562.413950 + Penalty 3281.818266 = -2474280.595684
  nChanged 673
		SP:Iteration 11Q (127842.880000 sec): 3 clusters
  Score: Raw -2478059.174396 + Penalty 3281.818266 = -2474777.356130
  nChanged 502
		SP:Iteration 12Q (127843.210000 sec): 3 clusters
  Score: Raw -2478414.518288 + Penalty 3281.818266 = -2475132.700022
  nChanged 413
		SP:Iteration 13Q (127843.530000 sec): 3 clusters
  Score: Raw -2478685.302476 + Penalty 3281.818266 = -2475403.484210
  nChanged 287
		SP:Iteration 14Q (127843.820000 sec): 3 clusters
  Score: Raw -2478867.690390 + Penalty 3281.818266 = -2475585.872124
  nChanged 238
		SP:Iteration 15Q (127844.030000 sec): 3 clusters
  Score: Raw -2479009.471746 + Penalty 3281.818266 = -2475727.653479
  nChanged 182
		SP:Iteration 16Q (127844.360000 sec): 3 clusters
  Score: Raw -2479115.796594 + Penalty 3281.818266 = -2475833.978328
  nChanged 137
		SP:Iteration 17Q (127844.650000 sec): 3 clusters
  Score: Raw -2479199.671008 + Penalty 3281.818266 = -2475917.852742
  nChanged 112
		SP:Iteration 18Q (127844.920000 sec): 3 clusters
  Score: Raw -2479274.990246 + Penalty 3281.818266 = -2475993.171980
  nChanged 94
		SP:Iteration 19Q (127845.240000 sec): 3 clusters
  Score: Raw -2479330.899537 + Penalty 3281.818266 = -2476049.081271
  nChanged 67
		SP:Iteration 20F (127845.500000 sec): 3 clusters
  Score: Raw -2479367.130675 + Penalty 3281.818266 = -2476085.312409
  nChanged 51
		SP:Iteration 21Q (127845.790000 sec): 3 clusters
  Score: Raw -2479395.317804 + Penalty 3281.818266 = -2476113.499538
  nChanged 35
		SP:Iteration 22Q (127846.120000 sec): 3 clusters
  Score: Raw -2479416.941791 + Penalty 3281.818266 = -2476135.123525
  nChanged 30
		SP:Iteration 23Q (127846.400000 sec): 3 clusters
  Score: Raw -2479431.808718 + Penalty 3281.818266 = -2476149.990452
  nChanged 24
		SP:Iteration 24Q (127846.670000 sec): 3 clusters
  Score: Raw -2479446.790561 + Penalty 3281.818266 = -2476164.972295
  nChanged 17
		SP:Iteration 25Q (127846.960000 sec): 3 clusters
  Score: Raw -2479455.351389 + Penalty 3281.818266 = -2476173.533123
  nChanged 10
		SP:Iteration 26Q (127847.250000 sec): 3 clusters
  Score: Raw -2479459.126622 + Penalty 3281.818266 = -2476177.308356
  nChanged 9
		SP:Iteration 27Q (127847.590000 sec): 3 clusters
  Score: Raw -2479463.279240 + Penalty 3281.818266 = -2476181.460974
  nChanged 9
		SP:Iteration 28Q (127847.860000 sec): 3 clusters
  Score: Raw -2479466.818865 + Penalty 3281.818266 = -2476185.000599
  nChanged 1
		SP:Iteration 29Q (127848.140000 sec): 3 clusters
  Score: Raw -2479467.067582 + Penalty 3281.818266 = -2476185.249316
  nChanged 0
		SP:Iteration 30F (127848.470000 sec): 3 clusters
  Score: Raw -2479467.067582 + Penalty 3281.818266 = -2476185.249316
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127848.600000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127848.840000 sec): 3 clusters
  Score: Raw -147762.713654 + Penalty 2342.795110 = -145419.918544
  nChanged 404
		SP:Iteration 1F (127849.040000 sec): 3 clusters
  Score: Raw -148075.726838 + Penalty 2342.795110 = -145732.931728
  nChanged 106
		SP:Iteration 2F (127849.270000 sec): 3 clusters
  Score: Raw -148182.013031 + Penalty 2342.795110 = -145839.217921
  nChanged 89
		SP:Iteration 3F (127849.440000 sec): 3 clusters
  Score: Raw -148263.338631 + Penalty 2342.795110 = -145920.543522
  nChanged 55
		SP:Iteration 4Q (127849.660000 sec): 3 clusters
  Score: Raw -148335.509955 + Penalty 2342.795110 = -145992.714845
  nChanged 59
		SP:Iteration 5Q (127849.850000 sec): 3 clusters
  Score: Raw -148408.450249 + Penalty 2342.795110 = -146065.655139
  nChanged 59
		SP:Iteration 6Q (127850.050000 sec): 3 clusters
  Score: Raw -148474.049953 + Penalty 2342.795110 = -146131.254843
  nChanged 53
		SP:Iteration 7Q (127850.250000 sec): 3 clusters
  Score: Raw -148536.573238 + Penalty 2342.795110 = -146193.778128
  nChanged 56
		SP:Iteration 8Q (127850.410000 sec): 3 clusters
  Score: Raw -148600.835056 + Penalty 2342.795110 = -146258.039946
  nChanged 38
		SP:Iteration 9Q (127850.610000 sec): 3 clusters
  Score: Raw -148656.457909 + Penalty 2342.795110 = -146313.662799
  nChanged 39
		SP:Iteration 10Q (127850.810000 sec): 3 clusters
  Score: Raw -148709.531998 + Penalty 2342.795110 = -146366.736889
  nChanged 29
		SP:Iteration 11Q (127851.000000 sec): 3 clusters
  Score: Raw -148745.109936 + Penalty 2342.795110 = -146402.314826
  nChanged 24
		SP:Iteration 12Q (127851.190000 sec): 3 clusters
  Score: Raw -148770.004285 + Penalty 2342.795110 = -146427.209175
  nChanged 18
		SP:Iteration 13Q (127851.360000 sec): 3 clusters
  Score: Raw -148788.225234 + Penalty 2342.795110 = -146445.430125
  nChanged 10
		SP:Iteration 14Q (127851.520000 sec): 3 clusters
  Score: Raw -148798.892027 + Penalty 2342.795110 = -146456.096918
  nChanged 9
		SP:Iteration 15Q (127851.680000 sec): 3 clusters
  Score: Raw -148809.302422 + Penalty 2342.795110 = -146466.507312
  nChanged 7
		SP:Iteration 16Q (127851.860000 sec): 3 clusters
  Score: Raw -148815.598399 + Penalty 2342.795110 = -146472.803289
  nChanged 5
		SP:Iteration 17Q (127852.050000 sec): 3 clusters
  Score: Raw -148819.248302 + Penalty 2342.795110 = -146476.453192
  nChanged 2
		SP:Iteration 18Q (127852.240000 sec): 3 clusters
  Score: Raw -148820.632612 + Penalty 2342.795110 = -146477.837502
  nChanged 1
		SP:Iteration 19Q (127852.400000 sec): 3 clusters
  Score: Raw -148821.298787 + Penalty 2342.795110 = -146478.503678
  nChanged 1
		SP:Iteration 20F (127852.630000 sec): 3 clusters
  Score: Raw -148822.074317 + Penalty 2342.795110 = -146479.279207
  nChanged 2
		SP:Iteration 21Q (127852.790000 sec): 3 clusters
  Score: Raw -148823.108589 + Penalty 2342.795110 = -146480.313479
  nChanged 0
		SP:Iteration 22F (127852.990000 sec): 3 clusters
  Score: Raw -148823.108589 + Penalty 2342.795110 = -146480.313479
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127853.080000 sec): 2 clusters
  Score: Raw -389563.515519 + Penalty 1345.697870 = -388217.817650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127853.270000 sec): 3 clusters
  Score: Raw -387582.060336 + Penalty 2691.395740 = -384890.664596
  nChanged 1515
		SP:Iteration 1F (127853.440000 sec): 3 clusters
  Score: Raw -388530.750645 + Penalty 2691.395740 = -385839.354906
  nChanged 326
		SP:Iteration 2F (127853.640000 sec): 3 clusters
  Score: Raw -388775.105867 + Penalty 2691.395740 = -386083.710127
  nChanged 257
		SP:Iteration 3F (127853.900000 sec): 3 clusters
  Score: Raw -388943.297370 + Penalty 2691.395740 = -386251.901630
  nChanged 221
		SP:Iteration 4F (127854.070000 sec): 3 clusters
  Score: Raw -389094.554001 + Penalty 2691.395740 = -386403.158261
  nChanged 176
		SP:Iteration 5Q (127854.240000 sec): 3 clusters
  Score: Raw -389240.894888 + Penalty 2691.395740 = -386549.499148
  nChanged 174
		SP:Iteration 6Q (127854.450000 sec): 3 clusters
  Score: Raw -389430.901127 + Penalty 2691.395740 = -386739.505387
  nChanged 191
		SP:Iteration 7Q (127854.620000 sec): 3 clusters
  Score: Raw -389657.896432 + Penalty 2691.395740 = -386966.500693
  nChanged 197
		SP:Iteration 8Q (127854.800000 sec): 3 clusters
  Score: Raw -389840.215588 + Penalty 2691.395740 = -387148.819848
  nChanged 159
		SP:Iteration 9Q (127854.970000 sec): 3 clusters
  Score: Raw -389987.536549 + Penalty 2691.395740 = -387296.140809
  nChanged 135
		SP:Iteration 10Q (127855.160000 sec): 3 clusters
  Score: Raw -390074.471783 + Penalty 2691.395740 = -387383.076043
  nChanged 77
		SP:Iteration 11Q (127855.370000 sec): 3 clusters
  Score: Raw -390125.591440 + Penalty 2691.395740 = -387434.195700
  nChanged 47
		SP:Iteration 12Q (127855.560000 sec): 3 clusters
  Score: Raw -390148.218647 + Penalty 2691.395740 = -387456.822908
  nChanged 33
		SP:Iteration 13Q (127855.700000 sec): 3 clusters
  Score: Raw -390162.161239 + Penalty 2691.395740 = -387470.765499
  nChanged 26
		SP:Iteration 14Q (127855.880000 sec): 3 clusters
  Score: Raw -390175.587964 + Penalty 2691.395740 = -387484.192224
  nChanged 19
		SP:Iteration 15Q (127856.040000 sec): 3 clusters
  Score: Raw -390185.375605 + Penalty 2691.395740 = -387493.979865
  nChanged 18
		SP:Iteration 16Q (127856.290000 sec): 3 clusters
  Score: Raw -390195.481194 + Penalty 2691.395740 = -387504.085454
  nChanged 22
		SP:Iteration 17Q (127856.440000 sec): 3 clusters
  Score: Raw -390207.067578 + Penalty 2691.395740 = -387515.671838
  nChanged 24
		SP:Iteration 18Q (127856.630000 sec): 3 clusters
  Score: Raw -390219.152757 + Penalty 2691.395740 = -387527.757018
  nChanged 22
		SP:Iteration 19Q (127856.870000 sec): 3 clusters
  Score: Raw -390228.689142 + Penalty 2691.395740 = -387537.293402
  nChanged 17
		SP:Iteration 20F (127857.040000 sec): 3 clusters
  Score: Raw -390235.264256 + Penalty 2691.395740 = -387543.868516
  nChanged 18
		SP:Iteration 21Q (127857.240000 sec): 3 clusters
  Score: Raw -390243.330961 + Penalty 2691.395740 = -387551.935221
  nChanged 13
		SP:Iteration 22Q (127857.410000 sec): 3 clusters
  Score: Raw -390249.655532 + Penalty 2691.395740 = -387558.259793
  nChanged 17
		SP:Iteration 23Q (127857.650000 sec): 3 clusters
  Score: Raw -390257.216540 + Penalty 2691.395740 = -387565.820800
  nChanged 18
		SP:Iteration 24Q (127857.810000 sec): 3 clusters
  Score: Raw -390264.476418 + Penalty 2691.395740 = -387573.080678
  nChanged 16
		SP:Iteration 25Q (127858.000000 sec): 3 clusters
  Score: Raw -390272.439703 + Penalty 2691.395740 = -387581.043963
  nChanged 11
		SP:Iteration 26Q (127858.180000 sec): 3 clusters
  Score: Raw -390277.381942 + Penalty 2691.395740 = -387585.986202
  nChanged 14
		SP:Iteration 27Q (127858.360000 sec): 3 clusters
  Score: Raw -390282.933195 + Penalty 2691.395740 = -387591.537455
  nChanged 8
		SP:Iteration 28Q (127858.560000 sec): 3 clusters
  Score: Raw -390285.435189 + Penalty 2691.395740 = -387594.039449
  nChanged 4
		SP:Iteration 29Q (127858.720000 sec): 3 clusters
  Score: Raw -390286.412372 + Penalty 2691.395740 = -387595.016632
  nChanged 4
		SP:Iteration 30Q (127858.930000 sec): 3 clusters
  Score: Raw -390288.032611 + Penalty 2691.395740 = -387596.636871
  nChanged 9
		SP:Iteration 31Q (127859.150000 sec): 3 clusters
  Score: Raw -390291.363628 + Penalty 2691.395740 = -387599.967889
  nChanged 4
		SP:Iteration 32Q (127859.350000 sec): 3 clusters
  Score: Raw -390293.347275 + Penalty 2691.395740 = -387601.951535
  nChanged 8
		SP:Iteration 33Q (127859.520000 sec): 3 clusters
  Score: Raw -390295.655760 + Penalty 2691.395740 = -387604.260020
  nChanged 3
		SP:Iteration 34Q (127859.740000 sec): 3 clusters
  Score: Raw -390296.794075 + Penalty 2691.395740 = -387605.398335
  nChanged 0
		SP:Iteration 35F (127859.980000 sec): 3 clusters
  Score: Raw -390296.794075 + Penalty 2691.395740 = -387605.398335
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127860.130000 sec): 2 clusters
  Score: Raw -784284.937962 + Penalty 1447.465009 = -782837.472953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127860.390000 sec): 3 clusters
  Score: Raw -780237.958190 + Penalty 2894.930018 = -777343.028172
  nChanged 3084
		SP:Iteration 1F (127860.590000 sec): 3 clusters
  Score: Raw -781955.278861 + Penalty 2894.930018 = -779060.348844
  nChanged 545
		SP:Iteration 2F (127860.820000 sec): 3 clusters
  Score: Raw -782297.745218 + Penalty 2894.930018 = -779402.815201
  nChanged 487
		SP:Iteration 3F (127861.080000 sec): 3 clusters
  Score: Raw -782634.058250 + Penalty 2894.930018 = -779739.128232
  nChanged 463
		SP:Iteration 4F (127861.290000 sec): 3 clusters
  Score: Raw -782940.643103 + Penalty 2894.930018 = -780045.713085
  nChanged 448
		SP:Iteration 5F (127861.570000 sec): 3 clusters
  Score: Raw -783269.089796 + Penalty 2894.930018 = -780374.159779
  nChanged 429
		SP:Iteration 6F (127861.770000 sec): 3 clusters
  Score: Raw -783549.136041 + Penalty 2894.930018 = -780654.206023
  nChanged 376
		SP:Iteration 7F (127861.990000 sec): 3 clusters
  Score: Raw -783774.619565 + Penalty 2894.930018 = -780879.689547
  nChanged 279
		SP:Iteration 8Q (127862.190000 sec): 3 clusters
  Score: Raw -783910.293905 + Penalty 2894.930018 = -781015.363887
  nChanged 226
		SP:Iteration 9Q (127862.370000 sec): 3 clusters
  Score: Raw -783995.696976 + Penalty 2894.930018 = -781100.766959
  nChanged 167
		SP:Iteration 10Q (127862.570000 sec): 3 clusters
  Score: Raw -784059.994839 + Penalty 2894.930018 = -781165.064821
  nChanged 127
		SP:Iteration 11Q (127862.830000 sec): 3 clusters
  Score: Raw -784101.156271 + Penalty 2894.930018 = -781206.226253
  nChanged 109
		SP:Iteration 12Q (127863.050000 sec): 3 clusters
  Score: Raw -784136.963117 + Penalty 2894.930018 = -781242.033100
  nChanged 93
		SP:Iteration 13Q (127863.230000 sec): 3 clusters
  Score: Raw -784164.889724 + Penalty 2894.930018 = -781269.959706
  nChanged 77
		SP:Iteration 14Q (127863.410000 sec): 3 clusters
  Score: Raw -784184.476506 + Penalty 2894.930018 = -781289.546488
  nChanged 55
		SP:Iteration 15Q (127863.650000 sec): 3 clusters
  Score: Raw -784197.937520 + Penalty 2894.930018 = -781303.007503
  nChanged 47
		SP:Iteration 16Q (127863.900000 sec): 3 clusters
  Score: Raw -784207.267891 + Penalty 2894.930018 = -781312.337874
  nChanged 41
		SP:Iteration 17Q (127864.130000 sec): 3 clusters
  Score: Raw -784217.750844 + Penalty 2894.930018 = -781322.820826
  nChanged 37
		SP:Iteration 18Q (127864.360000 sec): 3 clusters
  Score: Raw -784226.331442 + Penalty 2894.930018 = -781331.401425
  nChanged 34
		SP:Iteration 19Q (127864.650000 sec): 3 clusters
  Score: Raw -784232.913287 + Penalty 2894.930018 = -781337.983269
  nChanged 24
		SP:Iteration 20F (127864.890000 sec): 3 clusters
  Score: Raw -784236.930448 + Penalty 2894.930018 = -781342.000430
  nChanged 18
		SP:Iteration 21Q (127865.160000 sec): 3 clusters
  Score: Raw -784240.805025 + Penalty 2894.930018 = -781345.875007
  nChanged 27
		SP:Iteration 22Q (127865.410000 sec): 3 clusters
  Score: Raw -784245.582527 + Penalty 2894.930018 = -781350.652510
  nChanged 25
		SP:Iteration 23Q (127865.620000 sec): 3 clusters
  Score: Raw -784249.753329 + Penalty 2894.930018 = -781354.823311
  nChanged 31
		SP:Iteration 24Q (127865.910000 sec): 3 clusters
  Score: Raw -784254.911993 + Penalty 2894.930018 = -781359.981975
  nChanged 26
		SP:Iteration 25Q (127866.110000 sec): 3 clusters
  Score: Raw -784258.878899 + Penalty 2894.930018 = -781363.948882
  nChanged 28
		SP:Iteration 26Q (127866.310000 sec): 3 clusters
  Score: Raw -784263.679949 + Penalty 2894.930018 = -781368.749932
  nChanged 28
		SP:Iteration 27Q (127866.570000 sec): 3 clusters
  Score: Raw -784268.346146 + Penalty 2894.930018 = -781373.416128
  nChanged 35
		SP:Iteration 28Q (127866.790000 sec): 3 clusters
  Score: Raw -784274.193823 + Penalty 2894.930018 = -781379.263805
  nChanged 27
		SP:Iteration 29Q (127867.030000 sec): 3 clusters
  Score: Raw -784278.535411 + Penalty 2894.930018 = -781383.605393
  nChanged 26
		SP:Iteration 30Q (127867.260000 sec): 3 clusters
  Score: Raw -784283.137672 + Penalty 2894.930018 = -781388.207654
  nChanged 22
		SP:Iteration 31Q (127867.470000 sec): 3 clusters
  Score: Raw -784287.089902 + Penalty 2894.930018 = -781392.159884
  nChanged 20
		SP:Iteration 32Q (127867.710000 sec): 3 clusters
  Score: Raw -784290.708455 + Penalty 2894.930018 = -781395.778437
  nChanged 20
		SP:Iteration 33Q (127867.940000 sec): 3 clusters
  Score: Raw -784295.193724 + Penalty 2894.930018 = -781400.263706
  nChanged 23
		SP:Iteration 34Q (127868.130000 sec): 3 clusters
  Score: Raw -784300.129001 + Penalty 2894.930018 = -781405.198983
  nChanged 24
		SP:Iteration 35Q (127868.340000 sec): 3 clusters
  Score: Raw -784303.889541 + Penalty 2894.930018 = -781408.959523
  nChanged 19
		SP:Iteration 36Q (127868.590000 sec): 3 clusters
  Score: Raw -784307.359992 + Penalty 2894.930018 = -781412.429974
  nChanged 27
		SP:Iteration 37Q (127868.820000 sec): 3 clusters
  Score: Raw -784312.908224 + Penalty 2894.930018 = -781417.978206
  nChanged 27
		SP:Iteration 38Q (127869.100000 sec): 3 clusters
  Score: Raw -784318.931665 + Penalty 2894.930018 = -781424.001647
  nChanged 38
		SP:Iteration 39Q (127869.310000 sec): 3 clusters
  Score: Raw -784327.370500 + Penalty 2894.930018 = -781432.440482
  nChanged 35
		SP:Iteration 40F (127869.570000 sec): 3 clusters
  Score: Raw -784336.442667 + Penalty 2894.930018 = -781441.512649
  nChanged 41
		SP:Iteration 41Q (127869.770000 sec): 3 clusters
  Score: Raw -784347.585338 + Penalty 2894.930018 = -781452.655321
  nChanged 56
		SP:Iteration 42Q (127869.950000 sec): 3 clusters
  Score: Raw -784362.366951 + Penalty 2894.930018 = -781467.436933
  nChanged 51
		SP:Iteration 43Q (127870.240000 sec): 3 clusters
  Score: Raw -784375.321827 + Penalty 2894.930018 = -781480.391809
  nChanged 58
		SP:Iteration 44Q (127870.440000 sec): 3 clusters
  Score: Raw -784391.527480 + Penalty 2894.930018 = -781496.597463
  nChanged 70
		SP:Iteration 45Q (127870.720000 sec): 3 clusters
  Score: Raw -784415.881853 + Penalty 2894.930018 = -781520.951836
  nChanged 75
		SP:Iteration 46Q (127871.040000 sec): 3 clusters
  Score: Raw -784443.877723 + Penalty 2894.930018 = -781548.947706
  nChanged 78
		SP:Iteration 47Q (127871.250000 sec): 3 clusters
  Score: Raw -784466.525398 + Penalty 2894.930018 = -781571.595380
  nChanged 56
		SP:Iteration 48Q (127871.430000 sec): 3 clusters
  Score: Raw -784480.633815 + Penalty 2894.930018 = -781585.703797
  nChanged 55
		SP:Iteration 49Q (127871.650000 sec): 3 clusters
  Score: Raw -784493.548497 + Penalty 2894.930018 = -781598.618479
  nChanged 44
		SP:Iteration 50Q (127871.840000 sec): 3 clusters
  Score: Raw -784504.328049 + Penalty 2894.930018 = -781609.398031
  nChanged 40
		SP:Iteration 51Q (127872.050000 sec): 3 clusters
  Score: Raw -784515.200366 + Penalty 2894.930018 = -781620.270348
  nChanged 44
		SP:Iteration 52Q (127872.290000 sec): 3 clusters
  Score: Raw -784527.189524 + Penalty 2894.930018 = -781632.259507
  nChanged 45
		SP:Iteration 53Q (127872.500000 sec): 3 clusters
  Score: Raw -784540.652634 + Penalty 2894.930018 = -781645.722617
  nChanged 43
		SP:Iteration 54Q (127872.710000 sec): 3 clusters
  Score: Raw -784554.851286 + Penalty 2894.930018 = -781659.921268
  nChanged 59
		SP:Iteration 55Q (127872.910000 sec): 3 clusters
  Score: Raw -784573.747781 + Penalty 2894.930018 = -781678.817763
  nChanged 46
		SP:Iteration 56Q (127873.090000 sec): 3 clusters
  Score: Raw -784586.919303 + Penalty 2894.930018 = -781691.989285
  nChanged 42
		SP:Iteration 57Q (127873.350000 sec): 3 clusters
  Score: Raw -784596.403251 + Penalty 2894.930018 = -781701.473233
  nChanged 33
		SP:Iteration 58Q (127873.550000 sec): 3 clusters
  Score: Raw -784603.406850 + Penalty 2894.930018 = -781708.476832
  nChanged 27
		SP:Iteration 59Q (127873.760000 sec): 3 clusters
  Score: Raw -784610.314112 + Penalty 2894.930018 = -781715.384094
  nChanged 30
		SP:Iteration 60F (127874.010000 sec): 3 clusters
  Score: Raw -784617.611988 + Penalty 2894.930018 = -781722.681970
  nChanged 24
		SP:Iteration 61Q (127874.240000 sec): 3 clusters
  Score: Raw -784621.825266 + Penalty 2894.930018 = -781726.895248
  nChanged 20
		SP:Iteration 62Q (127874.470000 sec): 3 clusters
  Score: Raw -784626.061164 + Penalty 2894.930018 = -781731.131146
  nChanged 24
		SP:Iteration 63Q (127874.720000 sec): 3 clusters
  Score: Raw -784631.938715 + Penalty 2894.930018 = -781737.008698
  nChanged 34
		SP:Iteration 64Q (127874.960000 sec): 3 clusters
  Score: Raw -784640.409644 + Penalty 2894.930018 = -781745.479626
  nChanged 27
		SP:Iteration 65Q (127875.160000 sec): 3 clusters
  Score: Raw -784646.791964 + Penalty 2894.930018 = -781751.861946
  nChanged 26
		SP:Iteration 66Q (127875.380000 sec): 3 clusters
  Score: Raw -784652.598168 + Penalty 2894.930018 = -781757.668150
  nChanged 19
		SP:Iteration 67Q (127875.610000 sec): 3 clusters
  Score: Raw -784656.262485 + Penalty 2894.930018 = -781761.332467
  nChanged 13
		SP:Iteration 68Q (127875.820000 sec): 3 clusters
  Score: Raw -784659.550282 + Penalty 2894.930018 = -781764.620264
  nChanged 19
		SP:Iteration 69Q (127876.090000 sec): 3 clusters
  Score: Raw -784665.020107 + Penalty 2894.930018 = -781770.090090
  nChanged 11
		SP:Iteration 70Q (127876.300000 sec): 3 clusters
  Score: Raw -784667.477606 + Penalty 2894.930018 = -781772.547589
  nChanged 12
		SP:Iteration 71Q (127876.490000 sec): 3 clusters
  Score: Raw -784669.892952 + Penalty 2894.930018 = -781774.962934
  nChanged 18
		SP:Iteration 72Q (127876.730000 sec): 3 clusters
  Score: Raw -784673.444056 + Penalty 2894.930018 = -781778.514039
  nChanged 16
		SP:Iteration 73Q (127876.920000 sec): 3 clusters
  Score: Raw -784676.353300 + Penalty 2894.930018 = -781781.423282
  nChanged 12
		SP:Iteration 74Q (127877.140000 sec): 3 clusters
  Score: Raw -784679.486501 + Penalty 2894.930018 = -781784.556483
  nChanged 19
		SP:Iteration 75Q (127877.360000 sec): 3 clusters
  Score: Raw -784684.141248 + Penalty 2894.930018 = -781789.211230
  nChanged 13
		SP:Iteration 76Q (127877.590000 sec): 3 clusters
  Score: Raw -784687.148748 + Penalty 2894.930018 = -781792.218730
  nChanged 14
		SP:Iteration 77Q (127877.800000 sec): 3 clusters
  Score: Raw -784690.747759 + Penalty 2894.930018 = -781795.817742
  nChanged 12
		SP:Iteration 78Q (127878.040000 sec): 3 clusters
  Score: Raw -784694.493849 + Penalty 2894.930018 = -781799.563832
  nChanged 18
		SP:Iteration 79Q (127878.260000 sec): 3 clusters
  Score: Raw -784699.304008 + Penalty 2894.930018 = -781804.373990
  nChanged 15
		SP:Iteration 80F (127878.460000 sec): 3 clusters
  Score: Raw -784704.495516 + Penalty 2894.930018 = -781809.565498
  nChanged 17
		SP:Iteration 81Q (127878.650000 sec): 3 clusters
  Score: Raw -784708.605137 + Penalty 2894.930018 = -781813.675120
  nChanged 16
		SP:Iteration 82Q (127878.870000 sec): 3 clusters
  Score: Raw -784713.718646 + Penalty 2894.930018 = -781818.788628
  nChanged 20
		SP:Iteration 83Q (127879.050000 sec): 3 clusters
  Score: Raw -784720.501857 + Penalty 2894.930018 = -781825.571840
  nChanged 24
		SP:Iteration 84Q (127879.300000 sec): 3 clusters
  Score: Raw -784727.784893 + Penalty 2894.930018 = -781832.854876
  nChanged 19
		SP:Iteration 85Q (127879.460000 sec): 3 clusters
  Score: Raw -784733.705307 + Penalty 2894.930018 = -781838.775290
  nChanged 18
		SP:Iteration 86Q (127879.700000 sec): 3 clusters
  Score: Raw -784739.246917 + Penalty 2894.930018 = -781844.316899
  nChanged 25
		SP:Iteration 87Q (127879.910000 sec): 3 clusters
  Score: Raw -784745.434515 + Penalty 2894.930018 = -781850.504497
  nChanged 13
		SP:Iteration 88Q (127880.120000 sec): 3 clusters
  Score: Raw -784748.281213 + Penalty 2894.930018 = -781853.351195
  nChanged 9
		SP:Iteration 89Q (127880.320000 sec): 3 clusters
  Score: Raw -784750.564172 + Penalty 2894.930018 = -781855.634154
  nChanged 12
		SP:Iteration 90Q (127880.520000 sec): 3 clusters
  Score: Raw -784752.771887 + Penalty 2894.930018 = -781857.841869
  nChanged 8
		SP:Iteration 91Q (127880.730000 sec): 3 clusters
  Score: Raw -784754.430053 + Penalty 2894.930018 = -781859.500035
  nChanged 9
		SP:Iteration 92Q (127880.980000 sec): 3 clusters
  Score: Raw -784756.091162 + Penalty 2894.930018 = -781861.161144
  nChanged 4
		SP:Iteration 93Q (127881.170000 sec): 3 clusters
  Score: Raw -784756.781060 + Penalty 2894.930018 = -781861.851042
  nChanged 4
		SP:Iteration 94Q (127881.370000 sec): 3 clusters
  Score: Raw -784757.670559 + Penalty 2894.930018 = -781862.740541
  nChanged 10
		SP:Iteration 95Q (127881.600000 sec): 3 clusters
  Score: Raw -784759.602338 + Penalty 2894.930018 = -781864.672321
  nChanged 5
		SP:Iteration 96Q (127881.790000 sec): 3 clusters
  Score: Raw -784761.040493 + Penalty 2894.930018 = -781866.110475
  nChanged 8
		SP:Iteration 97Q (127882.040000 sec): 3 clusters
  Score: Raw -784763.269928 + Penalty 2894.930018 = -781868.339910
  nChanged 5
		SP:Iteration 98Q (127882.290000 sec): 3 clusters
  Score: Raw -784764.724039 + Penalty 2894.930018 = -781869.794021
  nChanged 5
		SP:Iteration 99Q (127882.500000 sec): 3 clusters
  Score: Raw -784765.801573 + Penalty 2894.930018 = -781870.871555
  nChanged 5
		SP:Iteration 100F (127882.680000 sec): 3 clusters
  Score: Raw -784766.574621 + Penalty 2894.930018 = -781871.644604
  nChanged 4
		SP:Iteration 101Q (127882.900000 sec): 3 clusters
  Score: Raw -784767.496922 + Penalty 2894.930018 = -781872.566904
  nChanged 5
		SP:Iteration 102Q (127883.130000 sec): 3 clusters
  Score: Raw -784768.251589 + Penalty 2894.930018 = -781873.321571
  nChanged 3
		SP:Iteration 103Q (127883.330000 sec): 3 clusters
  Score: Raw -784768.992361 + Penalty 2894.930018 = -781874.062343
  nChanged 4
		SP:Iteration 104Q (127883.580000 sec): 3 clusters
  Score: Raw -784770.190266 + Penalty 2894.930018 = -781875.260249
  nChanged 4
		SP:Iteration 105Q (127883.840000 sec): 3 clusters
  Score: Raw -784771.050760 + Penalty 2894.930018 = -781876.120743
  nChanged 2
		SP:Iteration 106Q (127884.000000 sec): 3 clusters
  Score: Raw -784771.518620 + Penalty 2894.930018 = -781876.588602
  nChanged 1
		SP:Iteration 107Q (127884.240000 sec): 3 clusters
  Score: Raw -784771.849238 + Penalty 2894.930018 = -781876.919220
  nChanged 2
		SP:Iteration 108Q (127884.470000 sec): 3 clusters
  Score: Raw -784772.165201 + Penalty 2894.930018 = -781877.235183
  nChanged 1
		SP:Iteration 109Q (127884.680000 sec): 3 clusters
  Score: Raw -784772.219194 + Penalty 2894.930018 = -781877.289176
  nChanged 0
		SP:Iteration 110F (127884.920000 sec): 3 clusters
  Score: Raw -784772.219194 + Penalty 2894.930018 = -781877.289176
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127885.040000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127885.240000 sec): 3 clusters
  Score: Raw -85728.671345 + Penalty 2192.965621 = -83535.705723
  nChanged 253
		SP:Iteration 1F (127885.400000 sec): 3 clusters
  Score: Raw -86010.150780 + Penalty 2192.965621 = -83817.185159
  nChanged 66
		SP:Iteration 2F (127885.640000 sec): 3 clusters
  Score: Raw -86090.874663 + Penalty 2192.965621 = -83897.909042
  nChanged 32
		SP:Iteration 3Q (127885.810000 sec): 3 clusters
  Score: Raw -86125.025277 + Penalty 2192.965621 = -83932.059655
  nChanged 21
		SP:Iteration 4Q (127886.050000 sec): 3 clusters
  Score: Raw -86144.548215 + Penalty 2192.965621 = -83951.582594
  nChanged 13
		SP:Iteration 5Q (127886.210000 sec): 3 clusters
  Score: Raw -86159.665760 + Penalty 2192.965621 = -83966.700139
  nChanged 11
		SP:Iteration 6Q (127886.460000 sec): 3 clusters
  Score: Raw -86176.681019 + Penalty 2192.965621 = -83983.715398
  nChanged 13
		SP:Iteration 7Q (127886.600000 sec): 3 clusters
  Score: Raw -86191.446100 + Penalty 2192.965621 = -83998.480479
  nChanged 12
		SP:Iteration 8Q (127886.820000 sec): 3 clusters
  Score: Raw -86207.162434 + Penalty 2192.965621 = -84014.196813
  nChanged 8
		SP:Iteration 9Q (127887.000000 sec): 3 clusters
  Score: Raw -86215.788418 + Penalty 2192.965621 = -84022.822796
  nChanged 3
		SP:Iteration 10Q (127887.180000 sec): 3 clusters
  Score: Raw -86221.010490 + Penalty 2192.965621 = -84028.044869
  nChanged 2
		SP:Iteration 11Q (127887.340000 sec): 3 clusters
  Score: Raw -86223.040108 + Penalty 2192.965621 = -84030.074487
  nChanged 1
		SP:Iteration 12Q (127887.570000 sec): 3 clusters
  Score: Raw -86223.825655 + Penalty 2192.965621 = -84030.860034
  nChanged 0
		SP:Iteration 13F (127887.790000 sec): 3 clusters
  Score: Raw -86223.825655 + Penalty 2192.965621 = -84030.860034
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127887.960000 sec): 2 clusters
  Score: Raw -1649603.122406 + Penalty 1572.669504 = -1648030.452903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127888.270000 sec): 3 clusters
  Score: Raw -1640295.132074 + Penalty 3145.339007 = -1637149.793066
  nChanged 7056
		SP:Iteration 1F (127888.540000 sec): 3 clusters
  Score: Raw -1644310.702047 + Penalty 3145.339007 = -1641165.363040
  nChanged 1070
		SP:Iteration 2F (127888.800000 sec): 3 clusters
  Score: Raw -1645024.068358 + Penalty 3145.339007 = -1641878.729351
  nChanged 1052
		SP:Iteration 3F (127889.040000 sec): 3 clusters
  Score: Raw -1645819.360407 + Penalty 3145.339007 = -1642674.021400
  nChanged 1114
		SP:Iteration 4F (127889.330000 sec): 3 clusters
  Score: Raw -1646630.150732 + Penalty 3145.339007 = -1643484.811725
  nChanged 1102
		SP:Iteration 5F (127889.600000 sec): 3 clusters
  Score: Raw -1647402.935171 + Penalty 3145.339007 = -1644257.596164
  nChanged 994
		SP:Iteration 6F (127889.890000 sec): 3 clusters
  Score: Raw -1647973.716278 + Penalty 3145.339007 = -1644828.377271
  nChanged 732
		SP:Iteration 7Q (127890.170000 sec): 3 clusters
  Score: Raw -1648312.286575 + Penalty 3145.339007 = -1645166.947568
  nChanged 545
		SP:Iteration 8Q (127890.520000 sec): 3 clusters
  Score: Raw -1648525.554680 + Penalty 3145.339007 = -1645380.215672
  nChanged 399
		SP:Iteration 9Q (127890.860000 sec): 3 clusters
  Score: Raw -1648635.336498 + Penalty 3145.339007 = -1645489.997490
  nChanged 259
		SP:Iteration 10Q (127891.170000 sec): 3 clusters
  Score: Raw -1648690.699468 + Penalty 3145.339007 = -1645545.360461
  nChanged 203
		SP:Iteration 11Q (127891.480000 sec): 3 clusters
  Score: Raw -1648727.639939 + Penalty 3145.339007 = -1645582.300931
  nChanged 143
		SP:Iteration 12Q (127891.760000 sec): 3 clusters
  Score: Raw -1648749.564659 + Penalty 3145.339007 = -1645604.225652
  nChanged 111
		SP:Iteration 13Q (127892.020000 sec): 3 clusters
  Score: Raw -1648766.673517 + Penalty 3145.339007 = -1645621.334510
  nChanged 91
		SP:Iteration 14Q (127892.320000 sec): 3 clusters
  Score: Raw -1648777.257903 + Penalty 3145.339007 = -1645631.918896
  nChanged 67
		SP:Iteration 15Q (127892.640000 sec): 3 clusters
  Score: Raw -1648784.989312 + Penalty 3145.339007 = -1645639.650304
  nChanged 53
		SP:Iteration 16Q (127892.920000 sec): 3 clusters
  Score: Raw -1648790.155827 + Penalty 3145.339007 = -1645644.816819
  nChanged 36
		SP:Iteration 17Q (127893.200000 sec): 3 clusters
  Score: Raw -1648793.391081 + Penalty 3145.339007 = -1645648.052073
  nChanged 26
		SP:Iteration 18Q (127893.520000 sec): 3 clusters
  Score: Raw -1648795.346954 + Penalty 3145.339007 = -1645650.007946
  nChanged 21
		SP:Iteration 19Q (127893.760000 sec): 3 clusters
  Score: Raw -1648796.713985 + Penalty 3145.339007 = -1645651.374978
  nChanged 10
		SP:Iteration 20F (127894.000000 sec): 3 clusters
  Score: Raw -1648797.478893 + Penalty 3145.339007 = -1645652.139886
  nChanged 16
		SP:Iteration 21Q (127894.320000 sec): 3 clusters
  Score: Raw -1648798.494036 + Penalty 3145.339007 = -1645653.155029
  nChanged 14
		SP:Iteration 22Q (127894.580000 sec): 3 clusters
  Score: Raw -1648799.384564 + Penalty 3145.339007 = -1645654.045557
  nChanged 12
		SP:Iteration 23Q (127894.830000 sec): 3 clusters
  Score: Raw -1648800.460347 + Penalty 3145.339007 = -1645655.121340
  nChanged 13
		SP:Iteration 24Q (127895.090000 sec): 3 clusters
  Score: Raw -1648801.230522 + Penalty 3145.339007 = -1645655.891515
  nChanged 13
		SP:Iteration 25Q (127895.360000 sec): 3 clusters
  Score: Raw -1648802.626999 + Penalty 3145.339007 = -1645657.287992
  nChanged 17
		SP:Iteration 26Q (127895.640000 sec): 3 clusters
  Score: Raw -1648803.975110 + Penalty 3145.339007 = -1645658.636102
  nChanged 16
		SP:Iteration 27Q (127895.840000 sec): 3 clusters
  Score: Raw -1648805.551897 + Penalty 3145.339007 = -1645660.212890
  nChanged 22
		SP:Iteration 28Q (127896.130000 sec): 3 clusters
  Score: Raw -1648807.783653 + Penalty 3145.339007 = -1645662.444645
  nChanged 28
		SP:Iteration 29Q (127896.380000 sec): 3 clusters
  Score: Raw -1648811.137371 + Penalty 3145.339007 = -1645665.798363
  nChanged 29
		SP:Iteration 30Q (127896.740000 sec): 3 clusters
  Score: Raw -1648814.224621 + Penalty 3145.339007 = -1645668.885613
  nChanged 35
		SP:Iteration 31Q (127896.980000 sec): 3 clusters
  Score: Raw -1648817.612853 + Penalty 3145.339007 = -1645672.273846
  nChanged 37
		SP:Iteration 32Q (127897.370000 sec): 3 clusters
  Score: Raw -1648821.599423 + Penalty 3145.339007 = -1645676.260416
  nChanged 30
		SP:Iteration 33Q (127897.680000 sec): 3 clusters
  Score: Raw -1648826.180609 + Penalty 3145.339007 = -1645680.841601
  nChanged 37
		SP:Iteration 34Q (127897.930000 sec): 3 clusters
  Score: Raw -1648831.604384 + Penalty 3145.339007 = -1645686.265377
  nChanged 30
		SP:Iteration 35Q (127898.230000 sec): 3 clusters
  Score: Raw -1648835.493402 + Penalty 3145.339007 = -1645690.154395
  nChanged 29
		SP:Iteration 36Q (127898.580000 sec): 3 clusters
  Score: Raw -1648838.558973 + Penalty 3145.339007 = -1645693.219965
  nChanged 23
		SP:Iteration 37Q (127898.860000 sec): 3 clusters
  Score: Raw -1648841.044600 + Penalty 3145.339007 = -1645695.705593
  nChanged 32
		SP:Iteration 38Q (127899.100000 sec): 3 clusters
  Score: Raw -1648844.455402 + Penalty 3145.339007 = -1645699.116395
  nChanged 31
		SP:Iteration 39Q (127899.400000 sec): 3 clusters
  Score: Raw -1648848.338811 + Penalty 3145.339007 = -1645702.999804
  nChanged 41
		SP:Iteration 40F (127899.710000 sec): 3 clusters
  Score: Raw -1648852.769316 + Penalty 3145.339007 = -1645707.430308
  nChanged 41
		SP:Iteration 41Q (127899.950000 sec): 3 clusters
  Score: Raw -1648857.270535 + Penalty 3145.339007 = -1645711.931528
  nChanged 39
		SP:Iteration 42Q (127900.260000 sec): 3 clusters
  Score: Raw -1648861.221118 + Penalty 3145.339007 = -1645715.882111
  nChanged 37
		SP:Iteration 43Q (127900.610000 sec): 3 clusters
  Score: Raw -1648865.339139 + Penalty 3145.339007 = -1645720.000132
  nChanged 39
		SP:Iteration 44Q (127900.860000 sec): 3 clusters
  Score: Raw -1648869.775206 + Penalty 3145.339007 = -1645724.436199
  nChanged 47
		SP:Iteration 45Q (127901.110000 sec): 3 clusters
  Score: Raw -1648874.743776 + Penalty 3145.339007 = -1645729.404768
  nChanged 47
		SP:Iteration 46Q (127901.420000 sec): 3 clusters
  Score: Raw -1648879.869013 + Penalty 3145.339007 = -1645734.530005
  nChanged 48
		SP:Iteration 47Q (127901.660000 sec): 3 clusters
  Score: Raw -1648886.550998 + Penalty 3145.339007 = -1645741.211990
  nChanged 55
		SP:Iteration 48Q (127901.960000 sec): 3 clusters
  Score: Raw -1648893.872648 + Penalty 3145.339007 = -1645748.533641
  nChanged 49
		SP:Iteration 49Q (127902.240000 sec): 3 clusters
  Score: Raw -1648899.681882 + Penalty 3145.339007 = -1645754.342874
  nChanged 56
		SP:Iteration 50Q (127902.520000 sec): 3 clusters
  Score: Raw -1648906.857878 + Penalty 3145.339007 = -1645761.518871
  nChanged 61
		SP:Iteration 51Q (127902.820000 sec): 3 clusters
  Score: Raw -1648915.330046 + Penalty 3145.339007 = -1645769.991039
  nChanged 70
		SP:Iteration 52Q (127903.100000 sec): 3 clusters
  Score: Raw -1648924.325641 + Penalty 3145.339007 = -1645778.986634
  nChanged 73
		SP:Iteration 53Q (127903.360000 sec): 3 clusters
  Score: Raw -1648934.323026 + Penalty 3145.339007 = -1645788.984019
  nChanged 80
		SP:Iteration 54Q (127903.630000 sec): 3 clusters
  Score: Raw -1648945.762851 + Penalty 3145.339007 = -1645800.423844
  nChanged 74
		SP:Iteration 55Q (127903.880000 sec): 3 clusters
  Score: Raw -1648954.738284 + Penalty 3145.339007 = -1645809.399276
  nChanged 69
		SP:Iteration 56Q (127904.130000 sec): 3 clusters
  Score: Raw -1648964.470153 + Penalty 3145.339007 = -1645819.131145
  nChanged 84
		SP:Iteration 57Q (127904.430000 sec): 3 clusters
  Score: Raw -1648976.287740 + Penalty 3145.339007 = -1645830.948733
  nChanged 86
		SP:Iteration 58Q (127904.640000 sec): 3 clusters
  Score: Raw -1648989.261155 + Penalty 3145.339007 = -1645843.922148
  nChanged 88
		SP:Iteration 59Q (127904.920000 sec): 3 clusters
  Score: Raw -1649002.242014 + Penalty 3145.339007 = -1645856.903006
  nChanged 90
		SP:Iteration 60F (127905.210000 sec): 3 clusters
  Score: Raw -1649019.256992 + Penalty 3145.339007 = -1645873.917985
  nChanged 114
		SP:Iteration 61Q (127905.470000 sec): 3 clusters
  Score: Raw -1649044.249920 + Penalty 3145.339007 = -1645898.910912
  nChanged 133
		SP:Iteration 62Q (127905.790000 sec): 3 clusters
  Score: Raw -1649073.177866 + Penalty 3145.339007 = -1645927.838859
  nChanged 153
		SP:Iteration 63Q (127906.040000 sec): 3 clusters
  Score: Raw -1649110.963031 + Penalty 3145.339007 = -1645965.624024
  nChanged 163
		SP:Iteration 64Q (127906.270000 sec): 3 clusters
  Score: Raw -1649152.131950 + Penalty 3145.339007 = -1646006.792943
  nChanged 177
		SP:Iteration 65Q (127906.500000 sec): 3 clusters
  Score: Raw -1649196.538080 + Penalty 3145.339007 = -1646051.199073
  nChanged 189
		SP:Iteration 66Q (127906.740000 sec): 3 clusters
  Score: Raw -1649244.132620 + Penalty 3145.339007 = -1646098.793612
  nChanged 182
		SP:Iteration 67Q (127907.020000 sec): 3 clusters
  Score: Raw -1649289.238739 + Penalty 3145.339007 = -1646143.899732
  nChanged 179
		SP:Iteration 68Q (127907.290000 sec): 3 clusters
  Score: Raw -1649329.905000 + Penalty 3145.339007 = -1646184.565992
  nChanged 173
		SP:Iteration 69Q (127907.540000 sec): 3 clusters
  Score: Raw -1649373.832015 + Penalty 3145.339007 = -1646228.493008
  nChanged 166
		SP:Iteration 70Q (127907.810000 sec): 3 clusters
  Score: Raw -1649414.126880 + Penalty 3145.339007 = -1646268.787873
  nChanged 169
		SP:Iteration 71Q (127908.110000 sec): 3 clusters
  Score: Raw -1649453.300705 + Penalty 3145.339007 = -1646307.961698
  nChanged 157
		SP:Iteration 72Q (127908.440000 sec): 3 clusters
  Score: Raw -1649491.092359 + Penalty 3145.339007 = -1646345.753352
  nChanged 167
		SP:Iteration 73Q (127908.700000 sec): 3 clusters
  Score: Raw -1649532.374319 + Penalty 3145.339007 = -1646387.035312
  nChanged 173
		SP:Iteration 74Q (127909.030000 sec): 3 clusters
  Score: Raw -1649574.666561 + Penalty 3145.339007 = -1646429.327553
  nChanged 169
		SP:Iteration 75Q (127909.290000 sec): 3 clusters
  Score: Raw -1649619.081808 + Penalty 3145.339007 = -1646473.742800
  nChanged 158
		SP:Iteration 76Q (127909.610000 sec): 3 clusters
  Score: Raw -1649660.602104 + Penalty 3145.339007 = -1646515.263097
  nChanged 157
		SP:Iteration 77Q (127909.830000 sec): 3 clusters
  Score: Raw -1649707.120025 + Penalty 3145.339007 = -1646561.781018
  nChanged 142
		SP:Iteration 78Q (127910.140000 sec): 3 clusters
  Score: Raw -1649749.846369 + Penalty 3145.339007 = -1646604.507362
  nChanged 142
		SP:Iteration 79Q (127910.420000 sec): 3 clusters
  Score: Raw -1649795.051096 + Penalty 3145.339007 = -1646649.712089
  nChanged 159
		SP:Iteration 80F (127910.700000 sec): 3 clusters
  Score: Raw -1649849.203436 + Penalty 3145.339007 = -1646703.864429
  nChanged 150
		SP:Iteration 81Q (127911.000000 sec): 3 clusters
  Score: Raw -1649905.781301 + Penalty 3145.339007 = -1646760.442294
  nChanged 156
		SP:Iteration 82Q (127911.290000 sec): 3 clusters
  Score: Raw -1649960.649181 + Penalty 3145.339007 = -1646815.310174
  nChanged 136
		SP:Iteration 83Q (127911.590000 sec): 3 clusters
  Score: Raw -1650004.231834 + Penalty 3145.339007 = -1646858.892826
  nChanged 107
		SP:Iteration 84Q (127911.860000 sec): 3 clusters
  Score: Raw -1650035.200058 + Penalty 3145.339007 = -1646889.861051
  nChanged 90
		SP:Iteration 85Q (127912.140000 sec): 3 clusters
  Score: Raw -1650063.733956 + Penalty 3145.339007 = -1646918.394948
  nChanged 93
		SP:Iteration 86Q (127912.420000 sec): 3 clusters
  Score: Raw -1650090.470447 + Penalty 3145.339007 = -1646945.131440
  nChanged 80
		SP:Iteration 87Q (127912.700000 sec): 3 clusters
  Score: Raw -1650112.506359 + Penalty 3145.339007 = -1646967.167352
  nChanged 78
		SP:Iteration 88Q (127912.970000 sec): 3 clusters
  Score: Raw -1650133.869454 + Penalty 3145.339007 = -1646988.530447
  nChanged 69
		SP:Iteration 89Q (127913.230000 sec): 3 clusters
  Score: Raw -1650149.069938 + Penalty 3145.339007 = -1647003.730931
  nChanged 49
		SP:Iteration 90Q (127913.540000 sec): 3 clusters
  Score: Raw -1650162.812908 + Penalty 3145.339007 = -1647017.473900
  nChanged 57
		SP:Iteration 91Q (127913.750000 sec): 3 clusters
  Score: Raw -1650178.583838 + Penalty 3145.339007 = -1647033.244831
  nChanged 60
		SP:Iteration 92Q (127914.040000 sec): 3 clusters
  Score: Raw -1650199.320111 + Penalty 3145.339007 = -1647053.981104
  nChanged 64
		SP:Iteration 93Q (127914.360000 sec): 3 clusters
  Score: Raw -1650217.035985 + Penalty 3145.339007 = -1647071.696978
  nChanged 59
		SP:Iteration 94Q (127914.630000 sec): 3 clusters
  Score: Raw -1650233.533791 + Penalty 3145.339007 = -1647088.194783
  nChanged 33
		SP:Iteration 95Q (127914.880000 sec): 3 clusters
  Score: Raw -1650241.591684 + Penalty 3145.339007 = -1647096.252676
  nChanged 36
		SP:Iteration 96Q (127915.160000 sec): 3 clusters
  Score: Raw -1650248.736372 + Penalty 3145.339007 = -1647103.397365
  nChanged 22
		SP:Iteration 97Q (127915.420000 sec): 3 clusters
  Score: Raw -1650251.694795 + Penalty 3145.339007 = -1647106.355788
  nChanged 13
		SP:Iteration 98Q (127915.700000 sec): 3 clusters
  Score: Raw -1650254.116539 + Penalty 3145.339007 = -1647108.777532
  nChanged 14
		SP:Iteration 99Q (127915.970000 sec): 3 clusters
  Score: Raw -1650257.236131 + Penalty 3145.339007 = -1647111.897124
  nChanged 14
		SP:Iteration 100F (127916.210000 sec): 3 clusters
  Score: Raw -1650259.596855 + Penalty 3145.339007 = -1647114.257848
  nChanged 9
		SP:Iteration 101Q (127916.500000 sec): 3 clusters
  Score: Raw -1650261.012289 + Penalty 3145.339007 = -1647115.673282
  nChanged 10
		SP:Iteration 102Q (127916.730000 sec): 3 clusters
  Score: Raw -1650262.685619 + Penalty 3145.339007 = -1647117.346611
  nChanged 6
		SP:Iteration 103Q (127917.020000 sec): 3 clusters
  Score: Raw -1650264.372408 + Penalty 3145.339007 = -1647119.033401
  nChanged 9
		SP:Iteration 104Q (127917.290000 sec): 3 clusters
  Score: Raw -1650266.092905 + Penalty 3145.339007 = -1647120.753898
  nChanged 9
		SP:Iteration 105Q (127917.540000 sec): 3 clusters
  Score: Raw -1650267.699431 + Penalty 3145.339007 = -1647122.360424
  nChanged 7
		SP:Iteration 106Q (127917.810000 sec): 3 clusters
  Score: Raw -1650268.849138 + Penalty 3145.339007 = -1647123.510130
  nChanged 6
		SP:Iteration 107Q (127918.020000 sec): 3 clusters
  Score: Raw -1650269.911808 + Penalty 3145.339007 = -1647124.572801
  nChanged 6
		SP:Iteration 108Q (127918.260000 sec): 3 clusters
  Score: Raw -1650270.883860 + Penalty 3145.339007 = -1647125.544853
  nChanged 8
		SP:Iteration 109Q (127918.510000 sec): 3 clusters
  Score: Raw -1650272.447450 + Penalty 3145.339007 = -1647127.108443
  nChanged 8
		SP:Iteration 110Q (127918.800000 sec): 3 clusters
  Score: Raw -1650273.542032 + Penalty 3145.339007 = -1647128.203025
  nChanged 3
		SP:Iteration 111Q (127919.080000 sec): 3 clusters
  Score: Raw -1650273.829681 + Penalty 3145.339007 = -1647128.490674
  nChanged 3
		SP:Iteration 112Q (127919.380000 sec): 3 clusters
  Score: Raw -1650274.261265 + Penalty 3145.339007 = -1647128.922258
  nChanged 4
		SP:Iteration 113Q (127919.600000 sec): 3 clusters
  Score: Raw -1650274.830829 + Penalty 3145.339007 = -1647129.491821
  nChanged 5
		SP:Iteration 114Q (127919.890000 sec): 3 clusters
  Score: Raw -1650275.472156 + Penalty 3145.339007 = -1647130.133148
  nChanged 4
		SP:Iteration 115Q (127920.180000 sec): 3 clusters
  Score: Raw -1650275.942641 + Penalty 3145.339007 = -1647130.603634
  nChanged 1
		SP:Iteration 116Q (127920.500000 sec): 3 clusters
  Score: Raw -1650276.084147 + Penalty 3145.339007 = -1647130.745139
  nChanged 4
		SP:Iteration 117Q (127920.740000 sec): 3 clusters
  Score: Raw -1650276.679079 + Penalty 3145.339007 = -1647131.340072
  nChanged 2
		SP:Iteration 118Q (127921.060000 sec): 3 clusters
  Score: Raw -1650276.996134 + Penalty 3145.339007 = -1647131.657127
  nChanged 6
		SP:Iteration 119Q (127921.300000 sec): 3 clusters
  Score: Raw -1650277.818065 + Penalty 3145.339007 = -1647132.479058
  nChanged 3
		SP:Iteration 120F (127921.560000 sec): 3 clusters
  Score: Raw -1650278.138797 + Penalty 3145.339007 = -1647132.799789
  nChanged 1
		SP:Iteration 121Q (127921.800000 sec): 3 clusters
  Score: Raw -1650278.324377 + Penalty 3145.339007 = -1647132.985369
  nChanged 3
		SP:Iteration 122Q (127922.050000 sec): 3 clusters
  Score: Raw -1650278.794967 + Penalty 3145.339007 = -1647133.455960
  nChanged 2
		SP:Iteration 123Q (127922.290000 sec): 3 clusters
  Score: Raw -1650279.024737 + Penalty 3145.339007 = -1647133.685730
  nChanged 1
		SP:Iteration 124Q (127922.620000 sec): 3 clusters
  Score: Raw -1650279.211633 + Penalty 3145.339007 = -1647133.872625
  nChanged 2
		SP:Iteration 125Q (127922.880000 sec): 3 clusters
  Score: Raw -1650279.430123 + Penalty 3145.339007 = -1647134.091115
  nChanged 3
		SP:Iteration 126Q (127923.150000 sec): 3 clusters
  Score: Raw -1650279.686557 + Penalty 3145.339007 = -1647134.347550
  nChanged 1
		SP:Iteration 127Q (127923.430000 sec): 3 clusters
  Score: Raw -1650279.756178 + Penalty 3145.339007 = -1647134.417171
  nChanged 0
		SP:Iteration 128F (127923.710000 sec): 3 clusters
  Score: Raw -1650279.756178 + Penalty 3145.339007 = -1647134.417171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127923.850000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127924.010000 sec): 3 clusters
  Score: Raw -46938.431804 + Penalty 1975.978288 = -44962.453516
  nChanged 87
		SP:Iteration 1F (127924.170000 sec): 3 clusters
  Score: Raw -47067.665235 + Penalty 1975.978288 = -45091.686946
  nChanged 21
		SP:Iteration 2Q (127924.410000 sec): 3 clusters
  Score: Raw -47099.813924 + Penalty 1975.978288 = -45123.835635
  nChanged 6
		SP:Iteration 3Q (127924.550000 sec): 3 clusters
  Score: Raw -47111.600221 + Penalty 1975.978288 = -45135.621933
  nChanged 4
		SP:Iteration 4Q (127924.790000 sec): 3 clusters
  Score: Raw -47126.352146 + Penalty 1975.978288 = -45150.373857
  nChanged 2
		SP:Iteration 5Q (127924.970000 sec): 3 clusters
  Score: Raw -47130.392726 + Penalty 1975.978288 = -45154.414438
  nChanged 1
		SP:Iteration 6Q (127925.210000 sec): 3 clusters
  Score: Raw -47132.298448 + Penalty 1975.978288 = -45156.320160
  nChanged 0
		SP:Iteration 7F (127925.380000 sec): 3 clusters
  Score: Raw -47132.298448 + Penalty 1975.978288 = -45156.320160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5135 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127925.480000 sec): 2 clusters
  Score: Raw -471173.124567 + Penalty 1388.373207 = -469784.751359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127925.710000 sec): 3 clusters
  Score: Raw -468477.479312 + Penalty 2776.746415 = -465700.732897
  nChanged 2131
		SP:Iteration 1F (127925.910000 sec): 3 clusters
  Score: Raw -469775.866492 + Penalty 2776.746415 = -466999.120077
  nChanged 470
		SP:Iteration 2F (127926.110000 sec): 3 clusters
  Score: Raw -470090.474421 + Penalty 2776.746415 = -467313.728006
  nChanged 334
		SP:Iteration 3F (127926.340000 sec): 3 clusters
  Score: Raw -470308.239703 + Penalty 2776.746415 = -467531.493288
  nChanged 281
		SP:Iteration 4F (127926.600000 sec): 3 clusters
  Score: Raw -470514.688881 + Penalty 2776.746415 = -467737.942466
  nChanged 271
		SP:Iteration 5F (127926.800000 sec): 3 clusters
  Score: Raw -470679.981605 + Penalty 2776.746415 = -467903.235191
  nChanged 208
		SP:Iteration 6Q (127927.050000 sec): 3 clusters
  Score: Raw -470803.611058 + Penalty 2776.746415 = -468026.864643
  nChanged 173
		SP:Iteration 7Q (127927.250000 sec): 3 clusters
  Score: Raw -470892.327343 + Penalty 2776.746415 = -468115.580928
  nChanged 146
		SP:Iteration 8Q (127927.440000 sec): 3 clusters
  Score: Raw -470965.351746 + Penalty 2776.746415 = -468188.605332
  nChanged 124
		SP:Iteration 9Q (127927.640000 sec): 3 clusters
  Score: Raw -471025.534502 + Penalty 2776.746415 = -468248.788087
  nChanged 111
		SP:Iteration 10Q (127927.810000 sec): 3 clusters
  Score: Raw -471069.683709 + Penalty 2776.746415 = -468292.937295
  nChanged 88
		SP:Iteration 11Q (127927.990000 sec): 3 clusters
  Score: Raw -471119.594934 + Penalty 2776.746415 = -468342.848520
  nChanged 92
		SP:Iteration 12Q (127928.160000 sec): 3 clusters
  Score: Raw -471161.728974 + Penalty 2776.746415 = -468384.982559
  nChanged 94
		SP:Iteration 13Q (127928.370000 sec): 3 clusters
  Score: Raw -471201.878195 + Penalty 2776.746415 = -468425.131781
  nChanged 81
		SP:Iteration 14Q (127928.560000 sec): 3 clusters
  Score: Raw -471235.116851 + Penalty 2776.746415 = -468458.370436
  nChanged 68
		SP:Iteration 15Q (127928.770000 sec): 3 clusters
  Score: Raw -471262.347532 + Penalty 2776.746415 = -468485.601117
  nChanged 54
		SP:Iteration 16Q (127928.960000 sec): 3 clusters
  Score: Raw -471282.481806 + Penalty 2776.746415 = -468505.735391
  nChanged 52
		SP:Iteration 17Q (127929.160000 sec): 3 clusters
  Score: Raw -471302.167566 + Penalty 2776.746415 = -468525.421152
  nChanged 46
		SP:Iteration 18Q (127929.350000 sec): 3 clusters
  Score: Raw -471315.896470 + Penalty 2776.746415 = -468539.150055
  nChanged 38
		SP:Iteration 19Q (127929.590000 sec): 3 clusters
  Score: Raw -471325.655449 + Penalty 2776.746415 = -468548.909034
  nChanged 35
		SP:Iteration 20F (127929.790000 sec): 3 clusters
  Score: Raw -471337.165712 + Penalty 2776.746415 = -468560.419297
  nChanged 40
		SP:Iteration 21Q (127930.050000 sec): 3 clusters
  Score: Raw -471353.011358 + Penalty 2776.746415 = -468576.264944
  nChanged 46
		SP:Iteration 22Q (127930.290000 sec): 3 clusters
  Score: Raw -471373.388596 + Penalty 2776.746415 = -468596.642182
  nChanged 40
		SP:Iteration 23Q (127930.490000 sec): 3 clusters
  Score: Raw -471387.648929 + Penalty 2776.746415 = -468610.902514
  nChanged 38
		SP:Iteration 24Q (127930.690000 sec): 3 clusters
  Score: Raw -471398.415379 + Penalty 2776.746415 = -468621.668965
  nChanged 31
		SP:Iteration 25Q (127930.870000 sec): 3 clusters
  Score: Raw -471405.596049 + Penalty 2776.746415 = -468628.849635
  nChanged 11
		SP:Iteration 26Q (127931.050000 sec): 3 clusters
  Score: Raw -471407.291014 + Penalty 2776.746415 = -468630.544599
  nChanged 6
		SP:Iteration 27Q (127931.270000 sec): 3 clusters
  Score: Raw -471408.484672 + Penalty 2776.746415 = -468631.738257
  nChanged 7
		SP:Iteration 28Q (127931.480000 sec): 3 clusters
  Score: Raw -471409.562101 + Penalty 2776.746415 = -468632.815687
  nChanged 4
		SP:Iteration 29Q (127931.720000 sec): 3 clusters
  Score: Raw -471410.329875 + Penalty 2776.746415 = -468633.583460
  nChanged 9
		SP:Iteration 30Q (127931.900000 sec): 3 clusters
  Score: Raw -471411.542048 + Penalty 2776.746415 = -468634.795633
  nChanged 8
		SP:Iteration 31Q (127932.170000 sec): 3 clusters
  Score: Raw -471413.850388 + Penalty 2776.746415 = -468637.103973
  nChanged 5
		SP:Iteration 32Q (127932.350000 sec): 3 clusters
  Score: Raw -471415.046122 + Penalty 2776.746415 = -468638.299707
  nChanged 11
		SP:Iteration 33Q (127932.570000 sec): 3 clusters
  Score: Raw -471418.306025 + Penalty 2776.746415 = -468641.559610
  nChanged 6
		SP:Iteration 34Q (127932.790000 sec): 3 clusters
  Score: Raw -471419.246511 + Penalty 2776.746415 = -468642.500096
  nChanged 8
		SP:Iteration 35Q (127932.990000 sec): 3 clusters
  Score: Raw -471420.743516 + Penalty 2776.746415 = -468643.997101
  nChanged 12
		SP:Iteration 36Q (127933.200000 sec): 3 clusters
  Score: Raw -471422.806484 + Penalty 2776.746415 = -468646.060069
  nChanged 6
		SP:Iteration 37Q (127933.380000 sec): 3 clusters
  Score: Raw -471423.838005 + Penalty 2776.746415 = -468647.091590
  nChanged 7
		SP:Iteration 38Q (127933.570000 sec): 3 clusters
  Score: Raw -471424.719326 + Penalty 2776.746415 = -468647.972911
  nChanged 4
		SP:Iteration 39Q (127933.860000 sec): 3 clusters
  Score: Raw -471425.109576 + Penalty 2776.746415 = -468648.363161
  nChanged 0
		SP:Iteration 40F (127934.070000 sec): 3 clusters
  Score: Raw -471425.109576 + Penalty 2776.746415 = -468648.363161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127934.190000 sec): 2 clusters
  Score: Raw -629452.725926 + Penalty 1416.277220 = -628036.448705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127934.440000 sec): 3 clusters
  Score: Raw -626254.201742 + Penalty 2832.554441 = -623421.647301
  nChanged 2497
		SP:Iteration 1F (127934.660000 sec): 3 clusters
  Score: Raw -627686.819737 + Penalty 2832.554441 = -624854.265296
  nChanged 410
		SP:Iteration 2F (127934.890000 sec): 3 clusters
  Score: Raw -627910.333464 + Penalty 2832.554441 = -625077.779023
  nChanged 333
		SP:Iteration 3F (127935.140000 sec): 3 clusters
  Score: Raw -628101.565185 + Penalty 2832.554441 = -625269.010744
  nChanged 288
		SP:Iteration 4Q (127935.340000 sec): 3 clusters
  Score: Raw -628287.339849 + Penalty 2832.554441 = -625454.785408
  nChanged 267
		SP:Iteration 5Q (127935.550000 sec): 3 clusters
  Score: Raw -628469.476686 + Penalty 2832.554441 = -625636.922246
  nChanged 256
		SP:Iteration 6Q (127935.790000 sec): 3 clusters
  Score: Raw -628643.665785 + Penalty 2832.554441 = -625811.111345
  nChanged 224
		SP:Iteration 7Q (127936.010000 sec): 3 clusters
  Score: Raw -628807.564767 + Penalty 2832.554441 = -625975.010326
  nChanged 217
		SP:Iteration 8Q (127936.210000 sec): 3 clusters
  Score: Raw -628945.284097 + Penalty 2832.554441 = -626112.729656
  nChanged 209
		SP:Iteration 9Q (127936.450000 sec): 3 clusters
  Score: Raw -629072.327290 + Penalty 2832.554441 = -626239.772849
  nChanged 196
		SP:Iteration 10Q (127936.650000 sec): 3 clusters
  Score: Raw -629185.503650 + Penalty 2832.554441 = -626352.949209
  nChanged 170
		SP:Iteration 11Q (127936.860000 sec): 3 clusters
  Score: Raw -629301.801162 + Penalty 2832.554441 = -626469.246721
  nChanged 172
		SP:Iteration 12Q (127937.100000 sec): 3 clusters
  Score: Raw -629432.740900 + Penalty 2832.554441 = -626600.186459
  nChanged 162
		SP:Iteration 13Q (127937.280000 sec): 3 clusters
  Score: Raw -629533.089762 + Penalty 2832.554441 = -626700.535321
  nChanged 139
		SP:Iteration 14Q (127937.520000 sec): 3 clusters
  Score: Raw -629622.473891 + Penalty 2832.554441 = -626789.919450
  nChanged 137
		SP:Iteration 15Q (127937.690000 sec): 3 clusters
  Score: Raw -629700.126788 + Penalty 2832.554441 = -626867.572347
  nChanged 116
		SP:Iteration 16Q (127937.930000 sec): 3 clusters
  Score: Raw -629760.124788 + Penalty 2832.554441 = -626927.570347
  nChanged 93
		SP:Iteration 17Q (127938.200000 sec): 3 clusters
  Score: Raw -629807.231035 + Penalty 2832.554441 = -626974.676594
  nChanged 86
		SP:Iteration 18Q (127938.420000 sec): 3 clusters
  Score: Raw -629846.831008 + Penalty 2832.554441 = -627014.276567
  nChanged 68
		SP:Iteration 19Q (127938.640000 sec): 3 clusters
  Score: Raw -629878.424298 + Penalty 2832.554441 = -627045.869858
  nChanged 71
		SP:Iteration 20F (127938.890000 sec): 3 clusters
  Score: Raw -629916.436414 + Penalty 2832.554441 = -627083.881973
  nChanged 60
		SP:Iteration 21Q (127939.120000 sec): 3 clusters
  Score: Raw -629944.772973 + Penalty 2832.554441 = -627112.218532
  nChanged 45
		SP:Iteration 22Q (127939.350000 sec): 3 clusters
  Score: Raw -629959.723132 + Penalty 2832.554441 = -627127.168691
  nChanged 33
		SP:Iteration 23Q (127939.570000 sec): 3 clusters
  Score: Raw -629969.743907 + Penalty 2832.554441 = -627137.189466
  nChanged 24
		SP:Iteration 24Q (127939.820000 sec): 3 clusters
  Score: Raw -629978.721761 + Penalty 2832.554441 = -627146.167320
  nChanged 23
		SP:Iteration 25Q (127940.000000 sec): 3 clusters
  Score: Raw -629984.679318 + Penalty 2832.554441 = -627152.124877
  nChanged 22
		SP:Iteration 26Q (127940.210000 sec): 3 clusters
  Score: Raw -629992.153530 + Penalty 2832.554441 = -627159.599089
  nChanged 23
		SP:Iteration 27Q (127940.450000 sec): 3 clusters
  Score: Raw -629999.763842 + Penalty 2832.554441 = -627167.209401
  nChanged 21
		SP:Iteration 28Q (127940.650000 sec): 3 clusters
  Score: Raw -630006.934475 + Penalty 2832.554441 = -627174.380034
  nChanged 21
		SP:Iteration 29Q (127940.870000 sec): 3 clusters
  Score: Raw -630013.697320 + Penalty 2832.554441 = -627181.142879
  nChanged 13
		SP:Iteration 30Q (127941.070000 sec): 3 clusters
  Score: Raw -630018.307798 + Penalty 2832.554441 = -627185.753357
  nChanged 11
		SP:Iteration 31Q (127941.290000 sec): 3 clusters
  Score: Raw -630021.322645 + Penalty 2832.554441 = -627188.768204
  nChanged 10
		SP:Iteration 32Q (127941.480000 sec): 3 clusters
  Score: Raw -630024.581762 + Penalty 2832.554441 = -627192.027321
  nChanged 9
		SP:Iteration 33Q (127941.730000 sec): 3 clusters
  Score: Raw -630027.450665 + Penalty 2832.554441 = -627194.896224
  nChanged 8
		SP:Iteration 34Q (127941.950000 sec): 3 clusters
  Score: Raw -630029.866822 + Penalty 2832.554441 = -627197.312381
  nChanged 6
		SP:Iteration 35Q (127942.140000 sec): 3 clusters
  Score: Raw -630031.766457 + Penalty 2832.554441 = -627199.212016
  nChanged 3
		SP:Iteration 36Q (127942.410000 sec): 3 clusters
  Score: Raw -630032.916986 + Penalty 2832.554441 = -627200.362545
  nChanged 4
		SP:Iteration 37Q (127942.570000 sec): 3 clusters
  Score: Raw -630034.069067 + Penalty 2832.554441 = -627201.514626
  nChanged 4
		SP:Iteration 38Q (127942.800000 sec): 3 clusters
  Score: Raw -630034.958578 + Penalty 2832.554441 = -627202.404137
  nChanged 5
		SP:Iteration 39Q (127943.010000 sec): 3 clusters
  Score: Raw -630036.243004 + Penalty 2832.554441 = -627203.688564
  nChanged 4
		SP:Iteration 40F (127943.210000 sec): 3 clusters
  Score: Raw -630037.071055 + Penalty 2832.554441 = -627204.516614
  nChanged 4
		SP:Iteration 41Q (127943.420000 sec): 3 clusters
  Score: Raw -630037.920193 + Penalty 2832.554441 = -627205.365752
  nChanged 1
		SP:Iteration 42Q (127943.640000 sec): 3 clusters
  Score: Raw -630038.073273 + Penalty 2832.554441 = -627205.518832
  nChanged 1
		SP:Iteration 43Q (127943.840000 sec): 3 clusters
  Score: Raw -630038.571185 + Penalty 2832.554441 = -627206.016744
  nChanged 3
		SP:Iteration 44Q (127944.030000 sec): 3 clusters
  Score: Raw -630039.247188 + Penalty 2832.554441 = -627206.692747
  nChanged 4
		SP:Iteration 45Q (127944.240000 sec): 3 clusters
  Score: Raw -630039.876191 + Penalty 2832.554441 = -627207.321750
  nChanged 1
		SP:Iteration 46Q (127944.420000 sec): 3 clusters
  Score: Raw -630040.017938 + Penalty 2832.554441 = -627207.463497
  nChanged 1
		SP:Iteration 47Q (127944.630000 sec): 3 clusters
  Score: Raw -630040.192981 + Penalty 2832.554441 = -627207.638540
  nChanged 0
		SP:Iteration 48F (127944.820000 sec): 3 clusters
  Score: Raw -630040.192981 + Penalty 2832.554441 = -627207.638540
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127944.930000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127945.100000 sec): 3 clusters
  Score: Raw -49433.895021 + Penalty 2003.077311 = -47430.817709
  nChanged 105
		SP:Iteration 1F (127945.260000 sec): 3 clusters
  Score: Raw -49598.776936 + Penalty 2003.077311 = -47595.699624
  nChanged 19
		SP:Iteration 2Q (127945.460000 sec): 3 clusters
  Score: Raw -49630.642273 + Penalty 2003.077311 = -47627.564962
  nChanged 15
		SP:Iteration 3Q (127945.620000 sec): 3 clusters
  Score: Raw -49650.730123 + Penalty 2003.077311 = -47647.652812
  nChanged 7
		SP:Iteration 4Q (127945.800000 sec): 3 clusters
  Score: Raw -49657.540840 + Penalty 2003.077311 = -47654.463528
  nChanged 2
		SP:Iteration 5Q (127946.020000 sec): 3 clusters
  Score: Raw -49660.407951 + Penalty 2003.077311 = -47657.330639
  nChanged 1
		SP:Iteration 6Q (127946.170000 sec): 3 clusters
  Score: Raw -49661.739552 + Penalty 2003.077311 = -47658.662241
  nChanged 1
		SP:Iteration 7Q (127946.340000 sec): 3 clusters
  Score: Raw -49663.554480 + Penalty 2003.077311 = -47660.477169
  nChanged 0
		SP:Iteration 8F (127946.490000 sec): 3 clusters
  Score: Raw -49663.554480 + Penalty 2003.077311 = -47660.477169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127946.610000 sec): 2 clusters
  Score: Raw -432400.620103 + Penalty 1357.749233 = -431042.870870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127946.840000 sec): 3 clusters
  Score: Raw -430294.949613 + Penalty 2715.498466 = -427579.451147
  nChanged 1690
		SP:Iteration 1F (127947.070000 sec): 3 clusters
  Score: Raw -431291.618259 + Penalty 2715.498466 = -428576.119793
  nChanged 335
		SP:Iteration 2F (127947.290000 sec): 3 clusters
  Score: Raw -431487.604376 + Penalty 2715.498466 = -428772.105910
  nChanged 256
		SP:Iteration 3F (127947.470000 sec): 3 clusters
  Score: Raw -431630.825026 + Penalty 2715.498466 = -428915.326560
  nChanged 174
		SP:Iteration 4Q (127947.710000 sec): 3 clusters
  Score: Raw -431732.202402 + Penalty 2715.498466 = -429016.703936
  nChanged 186
		SP:Iteration 5Q (127947.930000 sec): 3 clusters
  Score: Raw -431838.278631 + Penalty 2715.498466 = -429122.780165
  nChanged 166
		SP:Iteration 6Q (127948.180000 sec): 3 clusters
  Score: Raw -431919.877139 + Penalty 2715.498466 = -429204.378673
  nChanged 136
		SP:Iteration 7Q (127948.390000 sec): 3 clusters
  Score: Raw -431986.634068 + Penalty 2715.498466 = -429271.135602
  nChanged 99
		SP:Iteration 8Q (127948.610000 sec): 3 clusters
  Score: Raw -432037.603394 + Penalty 2715.498466 = -429322.104929
  nChanged 93
		SP:Iteration 9Q (127948.850000 sec): 3 clusters
  Score: Raw -432081.871986 + Penalty 2715.498466 = -429366.373520
  nChanged 88
		SP:Iteration 10Q (127949.060000 sec): 3 clusters
  Score: Raw -432126.096504 + Penalty 2715.498466 = -429410.598038
  nChanged 93
		SP:Iteration 11Q (127949.280000 sec): 3 clusters
  Score: Raw -432167.469320 + Penalty 2715.498466 = -429451.970854
  nChanged 78
		SP:Iteration 12Q (127949.480000 sec): 3 clusters
  Score: Raw -432206.531673 + Penalty 2715.498466 = -429491.033207
  nChanged 77
		SP:Iteration 13Q (127949.680000 sec): 3 clusters
  Score: Raw -432243.007804 + Penalty 2715.498466 = -429527.509338
  nChanged 59
		SP:Iteration 14Q (127949.880000 sec): 3 clusters
  Score: Raw -432268.372105 + Penalty 2715.498466 = -429552.873639
  nChanged 49
		SP:Iteration 15Q (127950.120000 sec): 3 clusters
  Score: Raw -432287.937623 + Penalty 2715.498466 = -429572.439157
  nChanged 38
		SP:Iteration 16Q (127950.320000 sec): 3 clusters
  Score: Raw -432302.817985 + Penalty 2715.498466 = -429587.319520
  nChanged 37
		SP:Iteration 17Q (127950.550000 sec): 3 clusters
  Score: Raw -432316.892625 + Penalty 2715.498466 = -429601.394159
  nChanged 40
		SP:Iteration 18Q (127950.740000 sec): 3 clusters
  Score: Raw -432332.799194 + Penalty 2715.498466 = -429617.300728
  nChanged 35
		SP:Iteration 19Q (127950.940000 sec): 3 clusters
  Score: Raw -432344.022354 + Penalty 2715.498466 = -429628.523888
  nChanged 29
		SP:Iteration 20F (127951.160000 sec): 3 clusters
  Score: Raw -432357.596192 + Penalty 2715.498466 = -429642.097726
  nChanged 29
		SP:Iteration 21Q (127951.350000 sec): 3 clusters
  Score: Raw -432369.879919 + Penalty 2715.498466 = -429654.381453
  nChanged 29
		SP:Iteration 22Q (127951.560000 sec): 3 clusters
  Score: Raw -432382.300050 + Penalty 2715.498466 = -429666.801584
  nChanged 27
		SP:Iteration 23Q (127951.750000 sec): 3 clusters
  Score: Raw -432397.420278 + Penalty 2715.498466 = -429681.921812
  nChanged 24
		SP:Iteration 24Q (127951.920000 sec): 3 clusters
  Score: Raw -432408.007792 + Penalty 2715.498466 = -429692.509326
  nChanged 29
		SP:Iteration 25Q (127952.120000 sec): 3 clusters
  Score: Raw -432423.876232 + Penalty 2715.498466 = -429708.377766
  nChanged 32
		SP:Iteration 26Q (127952.300000 sec): 3 clusters
  Score: Raw -432438.424997 + Penalty 2715.498466 = -429722.926531
  nChanged 28
		SP:Iteration 27Q (127952.490000 sec): 3 clusters
  Score: Raw -432450.766554 + Penalty 2715.498466 = -429735.268088
  nChanged 21
		SP:Iteration 28Q (127952.680000 sec): 3 clusters
  Score: Raw -432458.588883 + Penalty 2715.498466 = -429743.090417
  nChanged 17
		SP:Iteration 29Q (127952.890000 sec): 3 clusters
  Score: Raw -432466.789427 + Penalty 2715.498466 = -429751.290961
  nChanged 26
		SP:Iteration 30Q (127953.080000 sec): 3 clusters
  Score: Raw -432478.610546 + Penalty 2715.498466 = -429763.112080
  nChanged 19
		SP:Iteration 31Q (127953.290000 sec): 3 clusters
  Score: Raw -432486.658043 + Penalty 2715.498466 = -429771.159577
  nChanged 16
		SP:Iteration 32Q (127953.470000 sec): 3 clusters
  Score: Raw -432494.220370 + Penalty 2715.498466 = -429778.721904
  nChanged 16
		SP:Iteration 33Q (127953.680000 sec): 3 clusters
  Score: Raw -432501.775819 + Penalty 2715.498466 = -429786.277353
  nChanged 18
		SP:Iteration 34Q (127953.900000 sec): 3 clusters
  Score: Raw -432511.044200 + Penalty 2715.498466 = -429795.545734
  nChanged 15
		SP:Iteration 35Q (127954.150000 sec): 3 clusters
  Score: Raw -432518.009654 + Penalty 2715.498466 = -429802.511188
  nChanged 11
		SP:Iteration 36Q (127954.300000 sec): 3 clusters
  Score: Raw -432522.778784 + Penalty 2715.498466 = -429807.280318
  nChanged 9
		SP:Iteration 37Q (127954.540000 sec): 3 clusters
  Score: Raw -432526.372486 + Penalty 2715.498466 = -429810.874020
  nChanged 6
		SP:Iteration 38Q (127954.720000 sec): 3 clusters
  Score: Raw -432529.214334 + Penalty 2715.498466 = -429813.715868
  nChanged 8
		SP:Iteration 39Q (127954.930000 sec): 3 clusters
  Score: Raw -432533.023700 + Penalty 2715.498466 = -429817.525234
  nChanged 7
		SP:Iteration 40F (127955.130000 sec): 3 clusters
  Score: Raw -432536.776101 + Penalty 2715.498466 = -429821.277635
  nChanged 9
		SP:Iteration 41Q (127955.280000 sec): 3 clusters
  Score: Raw -432541.765435 + Penalty 2715.498466 = -429826.266969
  nChanged 15
		SP:Iteration 42Q (127955.490000 sec): 3 clusters
  Score: Raw -432549.844218 + Penalty 2715.498466 = -429834.345752
  nChanged 12
		SP:Iteration 43Q (127955.660000 sec): 3 clusters
  Score: Raw -432555.541667 + Penalty 2715.498466 = -429840.043201
  nChanged 8
		SP:Iteration 44Q (127955.850000 sec): 3 clusters
  Score: Raw -432560.301597 + Penalty 2715.498466 = -429844.803131
  nChanged 9
		SP:Iteration 45Q (127956.040000 sec): 3 clusters
  Score: Raw -432565.010788 + Penalty 2715.498466 = -429849.512322
  nChanged 7
		SP:Iteration 46Q (127956.160000 sec): 3 clusters
  Score: Raw -432567.415711 + Penalty 2715.498466 = -429851.917245
  nChanged 6
		SP:Iteration 47Q (127956.310000 sec): 3 clusters
  Score: Raw -432569.130387 + Penalty 2715.498466 = -429853.631921
  nChanged 3
		SP:Iteration 48Q (127956.540000 sec): 3 clusters
  Score: Raw -432569.908069 + Penalty 2715.498466 = -429854.409603
  nChanged 1
		SP:Iteration 49Q (127956.710000 sec): 3 clusters
  Score: Raw -432570.112401 + Penalty 2715.498466 = -429854.613935
  nChanged 3
		SP:Iteration 50Q (127956.890000 sec): 3 clusters
  Score: Raw -432570.915821 + Penalty 2715.498466 = -429855.417355
  nChanged 2
		SP:Iteration 51Q (127957.090000 sec): 3 clusters
  Score: Raw -432571.328900 + Penalty 2715.498466 = -429855.830434
  nChanged 1
		SP:Iteration 52Q (127957.270000 sec): 3 clusters
  Score: Raw -432571.681676 + Penalty 2715.498466 = -429856.183210
  nChanged 1
		SP:Iteration 53Q (127957.450000 sec): 3 clusters
  Score: Raw -432572.097976 + Penalty 2715.498466 = -429856.599510
  nChanged 1
		SP:Iteration 54Q (127957.690000 sec): 3 clusters
  Score: Raw -432572.780479 + Penalty 2715.498466 = -429857.282013
  nChanged 0
		SP:Iteration 55F (127957.850000 sec): 3 clusters
  Score: Raw -432572.780479 + Penalty 2715.498466 = -429857.282013
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127957.990000 sec): 2 clusters
  Score: Raw -292914.207613 + Penalty 1294.005710 = -291620.201903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127958.160000 sec): 3 clusters
  Score: Raw -291540.625977 + Penalty 2588.011419 = -288952.614558
  nChanged 1088
		SP:Iteration 1F (127958.360000 sec): 3 clusters
  Score: Raw -292128.006388 + Penalty 2588.011419 = -289539.994968
  nChanged 206
		SP:Iteration 2F (127958.520000 sec): 3 clusters
  Score: Raw -292244.420070 + Penalty 2588.011419 = -289656.408651
  nChanged 142
		SP:Iteration 3Q (127958.710000 sec): 3 clusters
  Score: Raw -292350.294780 + Penalty 2588.011419 = -289762.283360
  nChanged 131
		SP:Iteration 4Q (127958.940000 sec): 3 clusters
  Score: Raw -292443.358816 + Penalty 2588.011419 = -289855.347397
  nChanged 112
		SP:Iteration 5Q (127959.160000 sec): 3 clusters
  Score: Raw -292515.043393 + Penalty 2588.011419 = -289927.031974
  nChanged 107
		SP:Iteration 6Q (127959.320000 sec): 3 clusters
  Score: Raw -292589.741425 + Penalty 2588.011419 = -290001.730006
  nChanged 81
		SP:Iteration 7Q (127959.480000 sec): 3 clusters
  Score: Raw -292651.052255 + Penalty 2588.011419 = -290063.040836
  nChanged 92
		SP:Iteration 8Q (127959.680000 sec): 3 clusters
  Score: Raw -292717.296082 + Penalty 2588.011419 = -290129.284663
  nChanged 76
		SP:Iteration 9Q (127959.840000 sec): 3 clusters
  Score: Raw -292783.301387 + Penalty 2588.011419 = -290195.289968
  nChanged 70
		SP:Iteration 10Q (127960.040000 sec): 3 clusters
  Score: Raw -292829.463736 + Penalty 2588.011419 = -290241.452317
  nChanged 50
		SP:Iteration 11Q (127960.230000 sec): 3 clusters
  Score: Raw -292859.798389 + Penalty 2588.011419 = -290271.786969
  nChanged 35
		SP:Iteration 12Q (127960.430000 sec): 3 clusters
  Score: Raw -292877.783178 + Penalty 2588.011419 = -290289.771759
  nChanged 27
		SP:Iteration 13Q (127960.580000 sec): 3 clusters
  Score: Raw -292890.854692 + Penalty 2588.011419 = -290302.843273
  nChanged 17
		SP:Iteration 14Q (127960.770000 sec): 3 clusters
  Score: Raw -292901.788325 + Penalty 2588.011419 = -290313.776906
  nChanged 14
		SP:Iteration 15Q (127961.000000 sec): 3 clusters
  Score: Raw -292911.839662 + Penalty 2588.011419 = -290323.828243
  nChanged 17
		SP:Iteration 16Q (127961.230000 sec): 3 clusters
  Score: Raw -292919.571002 + Penalty 2588.011419 = -290331.559583
  nChanged 12
		SP:Iteration 17Q (127961.400000 sec): 3 clusters
  Score: Raw -292925.972583 + Penalty 2588.011419 = -290337.961164
  nChanged 15
		SP:Iteration 18Q (127961.610000 sec): 3 clusters
  Score: Raw -292933.964798 + Penalty 2588.011419 = -290345.953378
  nChanged 14
		SP:Iteration 19Q (127961.790000 sec): 3 clusters
  Score: Raw -292939.814128 + Penalty 2588.011419 = -290351.802709
  nChanged 11
		SP:Iteration 20F (127961.970000 sec): 3 clusters
  Score: Raw -292946.561418 + Penalty 2588.011419 = -290358.549998
  nChanged 13
		SP:Iteration 21Q (127962.150000 sec): 3 clusters
  Score: Raw -292954.149224 + Penalty 2588.011419 = -290366.137804
  nChanged 10
		SP:Iteration 22Q (127962.370000 sec): 3 clusters
  Score: Raw -292957.860958 + Penalty 2588.011419 = -290369.849539
  nChanged 8
		SP:Iteration 23Q (127962.540000 sec): 3 clusters
  Score: Raw -292961.170957 + Penalty 2588.011419 = -290373.159538
  nChanged 5
		SP:Iteration 24Q (127962.690000 sec): 3 clusters
  Score: Raw -292963.685717 + Penalty 2588.011419 = -290375.674298
  nChanged 4
		SP:Iteration 25Q (127962.870000 sec): 3 clusters
  Score: Raw -292966.732602 + Penalty 2588.011419 = -290378.721183
  nChanged 3
		SP:Iteration 26Q (127963.040000 sec): 3 clusters
  Score: Raw -292968.701884 + Penalty 2588.011419 = -290380.690465
  nChanged 4
		SP:Iteration 27Q (127963.210000 sec): 3 clusters
  Score: Raw -292971.726123 + Penalty 2588.011419 = -290383.714703
  nChanged 6
		SP:Iteration 28Q (127963.370000 sec): 3 clusters
  Score: Raw -292974.684846 + Penalty 2588.011419 = -290386.673427
  nChanged 4
		SP:Iteration 29Q (127963.520000 sec): 3 clusters
  Score: Raw -292977.939150 + Penalty 2588.011419 = -290389.927731
  nChanged 3
		SP:Iteration 30Q (127963.710000 sec): 3 clusters
  Score: Raw -292979.607169 + Penalty 2588.011419 = -290391.595750
  nChanged 4
		SP:Iteration 31Q (127963.920000 sec): 3 clusters
  Score: Raw -292982.030782 + Penalty 2588.011419 = -290394.019363
  nChanged 2
		SP:Iteration 32Q (127964.100000 sec): 3 clusters
  Score: Raw -292982.870618 + Penalty 2588.011419 = -290394.859199
  nChanged 2
		SP:Iteration 33Q (127964.310000 sec): 3 clusters
  Score: Raw -292984.002545 + Penalty 2588.011419 = -290395.991126
  nChanged 4
		SP:Iteration 34Q (127964.510000 sec): 3 clusters
  Score: Raw -292987.012975 + Penalty 2588.011419 = -290399.001555
  nChanged 5
		SP:Iteration 35Q (127964.710000 sec): 3 clusters
  Score: Raw -292989.218874 + Penalty 2588.011419 = -290401.207455
  nChanged 2
		SP:Iteration 36Q (127964.950000 sec): 3 clusters
  Score: Raw -292990.618050 + Penalty 2588.011419 = -290402.606630
  nChanged 1
		SP:Iteration 37Q (127965.160000 sec): 3 clusters
  Score: Raw -292990.836815 + Penalty 2588.011419 = -290402.825396
  nChanged 0
		SP:Iteration 38F (127965.350000 sec): 3 clusters
  Score: Raw -292990.836815 + Penalty 2588.011419 = -290402.825396
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127965.470000 sec): 2 clusters
  Score: Raw -662081.235632 + Penalty 1441.642421 = -660639.593211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127965.680000 sec): 3 clusters
  Score: Raw -658225.003738 + Penalty 2883.284842 = -655341.718896
  nChanged 2994
		SP:Iteration 1F (127965.900000 sec): 3 clusters
  Score: Raw -660116.029133 + Penalty 2883.284842 = -657232.744291
  nChanged 587
		SP:Iteration 2F (127966.070000 sec): 3 clusters
  Score: Raw -660505.754783 + Penalty 2883.284842 = -657622.469941
  nChanged 478
		SP:Iteration 3F (127966.280000 sec): 3 clusters
  Score: Raw -660851.082520 + Penalty 2883.284842 = -657967.797679
  nChanged 430
		SP:Iteration 4F (127966.530000 sec): 3 clusters
  Score: Raw -661184.876646 + Penalty 2883.284842 = -658301.591804
  nChanged 396
		SP:Iteration 5F (127966.740000 sec): 3 clusters
  Score: Raw -661496.760507 + Penalty 2883.284842 = -658613.475666
  nChanged 350
		SP:Iteration 6Q (127966.940000 sec): 3 clusters
  Score: Raw -661765.357307 + Penalty 2883.284842 = -658882.072465
  nChanged 332
		SP:Iteration 7Q (127967.170000 sec): 3 clusters
  Score: Raw -662027.935596 + Penalty 2883.284842 = -659144.650754
  nChanged 290
		SP:Iteration 8Q (127967.450000 sec): 3 clusters
  Score: Raw -662214.183459 + Penalty 2883.284842 = -659330.898617
  nChanged 231
		SP:Iteration 9Q (127967.660000 sec): 3 clusters
  Score: Raw -662332.578491 + Penalty 2883.284842 = -659449.293650
  nChanged 162
		SP:Iteration 10Q (127967.860000 sec): 3 clusters
  Score: Raw -662406.880613 + Penalty 2883.284842 = -659523.595771
  nChanged 139
		SP:Iteration 11Q (127968.080000 sec): 3 clusters
  Score: Raw -662462.125341 + Penalty 2883.284842 = -659578.840500
  nChanged 112
		SP:Iteration 12Q (127968.300000 sec): 3 clusters
  Score: Raw -662500.848054 + Penalty 2883.284842 = -659617.563212
  nChanged 71
		SP:Iteration 13Q (127968.510000 sec): 3 clusters
  Score: Raw -662520.821987 + Penalty 2883.284842 = -659637.537146
  nChanged 50
		SP:Iteration 14Q (127968.750000 sec): 3 clusters
  Score: Raw -662532.161631 + Penalty 2883.284842 = -659648.876789
  nChanged 39
		SP:Iteration 15Q (127969.000000 sec): 3 clusters
  Score: Raw -662539.961450 + Penalty 2883.284842 = -659656.676608
  nChanged 32
		SP:Iteration 16Q (127969.210000 sec): 3 clusters
  Score: Raw -662545.531609 + Penalty 2883.284842 = -659662.246767
  nChanged 23
		SP:Iteration 17Q (127969.460000 sec): 3 clusters
  Score: Raw -662549.417910 + Penalty 2883.284842 = -659666.133068
  nChanged 16
		SP:Iteration 18Q (127969.650000 sec): 3 clusters
  Score: Raw -662551.448919 + Penalty 2883.284842 = -659668.164077
  nChanged 12
		SP:Iteration 19Q (127969.900000 sec): 3 clusters
  Score: Raw -662552.814692 + Penalty 2883.284842 = -659669.529850
  nChanged 6
		SP:Iteration 20F (127970.110000 sec): 3 clusters
  Score: Raw -662553.405405 + Penalty 2883.284842 = -659670.120563
  nChanged 6
		SP:Iteration 21Q (127970.310000 sec): 3 clusters
  Score: Raw -662554.260367 + Penalty 2883.284842 = -659670.975526
  nChanged 9
		SP:Iteration 22Q (127970.500000 sec): 3 clusters
  Score: Raw -662556.064443 + Penalty 2883.284842 = -659672.779601
  nChanged 14
		SP:Iteration 23Q (127970.720000 sec): 3 clusters
  Score: Raw -662560.347448 + Penalty 2883.284842 = -659677.062606
  nChanged 21
		SP:Iteration 24Q (127970.910000 sec): 3 clusters
  Score: Raw -662563.395804 + Penalty 2883.284842 = -659680.110962
  nChanged 17
		SP:Iteration 25Q (127971.150000 sec): 3 clusters
  Score: Raw -662566.135786 + Penalty 2883.284842 = -659682.850944
  nChanged 16
		SP:Iteration 26Q (127971.330000 sec): 3 clusters
  Score: Raw -662568.543131 + Penalty 2883.284842 = -659685.258289
  nChanged 11
		SP:Iteration 27Q (127971.550000 sec): 3 clusters
  Score: Raw -662570.039052 + Penalty 2883.284842 = -659686.754210
  nChanged 12
		SP:Iteration 28Q (127971.770000 sec): 3 clusters
  Score: Raw -662571.614559 + Penalty 2883.284842 = -659688.329717
  nChanged 8
		SP:Iteration 29Q (127972.010000 sec): 3 clusters
  Score: Raw -662572.437799 + Penalty 2883.284842 = -659689.152957
  nChanged 7
		SP:Iteration 30Q (127972.240000 sec): 3 clusters
  Score: Raw -662573.042547 + Penalty 2883.284842 = -659689.757706
  nChanged 4
		SP:Iteration 31Q (127972.420000 sec): 3 clusters
  Score: Raw -662573.467339 + Penalty 2883.284842 = -659690.182497
  nChanged 2
		SP:Iteration 32Q (127972.670000 sec): 3 clusters
  Score: Raw -662573.942499 + Penalty 2883.284842 = -659690.657657
  nChanged 7
		SP:Iteration 33Q (127972.870000 sec): 3 clusters
  Score: Raw -662574.810216 + Penalty 2883.284842 = -659691.525374
  nChanged 4
		SP:Iteration 34Q (127973.110000 sec): 3 clusters
  Score: Raw -662575.365816 + Penalty 2883.284842 = -659692.080974
  nChanged 6
		SP:Iteration 35Q (127973.280000 sec): 3 clusters
  Score: Raw -662576.107438 + Penalty 2883.284842 = -659692.822596
  nChanged 3
		SP:Iteration 36Q (127973.520000 sec): 3 clusters
  Score: Raw -662576.480583 + Penalty 2883.284842 = -659693.195741
  nChanged 4
		SP:Iteration 37Q (127973.730000 sec): 3 clusters
  Score: Raw -662576.951847 + Penalty 2883.284842 = -659693.667005
  nChanged 3
		SP:Iteration 38Q (127973.960000 sec): 3 clusters
  Score: Raw -662577.287545 + Penalty 2883.284842 = -659694.002703
  nChanged 4
		SP:Iteration 39Q (127974.180000 sec): 3 clusters
  Score: Raw -662577.715739 + Penalty 2883.284842 = -659694.430897
  nChanged 3
		SP:Iteration 40F (127974.470000 sec): 3 clusters
  Score: Raw -662578.309805 + Penalty 2883.284842 = -659695.024963
  nChanged 4
		SP:Iteration 41Q (127974.650000 sec): 3 clusters
  Score: Raw -662578.897049 + Penalty 2883.284842 = -659695.612207
  nChanged 3
		SP:Iteration 42Q (127974.880000 sec): 3 clusters
  Score: Raw -662579.221530 + Penalty 2883.284842 = -659695.936688
  nChanged 2
		SP:Iteration 43Q (127975.100000 sec): 3 clusters
  Score: Raw -662579.363199 + Penalty 2883.284842 = -659696.078357
  nChanged 1
		SP:Iteration 44Q (127975.300000 sec): 3 clusters
  Score: Raw -662579.426503 + Penalty 2883.284842 = -659696.141662
  nChanged 0
		SP:Iteration 45F (127975.560000 sec): 3 clusters
  Score: Raw -662579.426503 + Penalty 2883.284842 = -659696.141662
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127975.660000 sec): 2 clusters
  Score: Raw -158746.501474 + Penalty 1187.529327 = -157558.972147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127975.850000 sec): 3 clusters
  Score: Raw -158144.592565 + Penalty 2375.058654 = -155769.533912
  nChanged 502
		SP:Iteration 1F (127976.060000 sec): 3 clusters
  Score: Raw -158475.972295 + Penalty 2375.058654 = -156100.913641
  nChanged 98
		SP:Iteration 2F (127976.240000 sec): 3 clusters
  Score: Raw -158549.421968 + Penalty 2375.058654 = -156174.363314
  nChanged 61
		SP:Iteration 3Q (127976.470000 sec): 3 clusters
  Score: Raw -158595.554182 + Penalty 2375.058654 = -156220.495528
  nChanged 53
		SP:Iteration 4Q (127976.620000 sec): 3 clusters
  Score: Raw -158633.878047 + Penalty 2375.058654 = -156258.819394
  nChanged 39
		SP:Iteration 5Q (127976.810000 sec): 3 clusters
  Score: Raw -158665.225760 + Penalty 2375.058654 = -156290.167106
  nChanged 32
		SP:Iteration 6Q (127976.980000 sec): 3 clusters
  Score: Raw -158685.721880 + Penalty 2375.058654 = -156310.663227
  nChanged 29
		SP:Iteration 7Q (127977.150000 sec): 3 clusters
  Score: Raw -158711.099307 + Penalty 2375.058654 = -156336.040653
  nChanged 23
		SP:Iteration 8Q (127977.380000 sec): 3 clusters
  Score: Raw -158730.311723 + Penalty 2375.058654 = -156355.253069
  nChanged 17
		SP:Iteration 9Q (127977.530000 sec): 3 clusters
  Score: Raw -158740.896281 + Penalty 2375.058654 = -156365.837627
  nChanged 9
		SP:Iteration 10Q (127977.730000 sec): 3 clusters
  Score: Raw -158746.518356 + Penalty 2375.058654 = -156371.459703
  nChanged 13
		SP:Iteration 11Q (127977.890000 sec): 3 clusters
  Score: Raw -158755.834612 + Penalty 2375.058654 = -156380.775959
  nChanged 10
		SP:Iteration 12Q (127978.100000 sec): 3 clusters
  Score: Raw -158761.865979 + Penalty 2375.058654 = -156386.807325
  nChanged 7
		SP:Iteration 13Q (127978.310000 sec): 3 clusters
  Score: Raw -158766.504676 + Penalty 2375.058654 = -156391.446022
  nChanged 12
		SP:Iteration 14Q (127978.530000 sec): 3 clusters
  Score: Raw -158774.983666 + Penalty 2375.058654 = -156399.925012
  nChanged 17
		SP:Iteration 15Q (127978.640000 sec): 3 clusters
  Score: Raw -158786.808639 + Penalty 2375.058654 = -156411.749985
  nChanged 19
		SP:Iteration 16Q (127978.850000 sec): 3 clusters
  Score: Raw -158803.079816 + Penalty 2375.058654 = -156428.021162
  nChanged 27
		SP:Iteration 17Q (127979.070000 sec): 3 clusters
  Score: Raw -158839.249259 + Penalty 2375.058654 = -156464.190605
  nChanged 27
		SP:Iteration 18Q (127979.340000 sec): 3 clusters
  Score: Raw -158876.013134 + Penalty 2375.058654 = -156500.954481
  nChanged 30
		SP:Iteration 19Q (127979.490000 sec): 3 clusters
  Score: Raw -158910.680220 + Penalty 2375.058654 = -156535.621566
  nChanged 33
		SP:Iteration 20F (127979.660000 sec): 3 clusters
  Score: Raw -158948.844704 + Penalty 2375.058654 = -156573.786050
  nChanged 30
		SP:Iteration 21Q (127979.860000 sec): 3 clusters
  Score: Raw -158976.835340 + Penalty 2375.058654 = -156601.776686
  nChanged 18
		SP:Iteration 22Q (127980.060000 sec): 3 clusters
  Score: Raw -158992.910016 + Penalty 2375.058654 = -156617.851363
  nChanged 11
		SP:Iteration 23Q (127980.260000 sec): 3 clusters
  Score: Raw -159001.446055 + Penalty 2375.058654 = -156626.387401
  nChanged 6
		SP:Iteration 24Q (127980.420000 sec): 3 clusters
  Score: Raw -159006.377042 + Penalty 2375.058654 = -156631.318389
  nChanged 9
		SP:Iteration 25Q (127980.630000 sec): 3 clusters
  Score: Raw -159013.027079 + Penalty 2375.058654 = -156637.968425
  nChanged 10
		SP:Iteration 26Q (127980.820000 sec): 3 clusters
  Score: Raw -159018.430850 + Penalty 2375.058654 = -156643.372196
  nChanged 7
		SP:Iteration 27Q (127981.010000 sec): 3 clusters
  Score: Raw -159023.893826 + Penalty 2375.058654 = -156648.835172
  nChanged 4
		SP:Iteration 28Q (127981.200000 sec): 3 clusters
  Score: Raw -159026.014350 + Penalty 2375.058654 = -156650.955696
  nChanged 0
		SP:Iteration 29F (127981.420000 sec): 3 clusters
  Score: Raw -159026.014350 + Penalty 2375.058654 = -156650.955696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127981.490000 sec): 2 clusters
  Score: Raw -227694.507643 + Penalty 1255.939071 = -226438.568572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127981.660000 sec): 3 clusters
  Score: Raw -226687.818022 + Penalty 2511.878143 = -224175.939879
  nChanged 817
		SP:Iteration 1F (127981.890000 sec): 3 clusters
  Score: Raw -227265.776313 + Penalty 2511.878143 = -224753.898170
  nChanged 193
		SP:Iteration 2F (127982.110000 sec): 3 clusters
  Score: Raw -227431.892323 + Penalty 2511.878143 = -224920.014180
  nChanged 147
		SP:Iteration 3F (127982.320000 sec): 3 clusters
  Score: Raw -227559.185953 + Penalty 2511.878143 = -225047.307810
  nChanged 106
		SP:Iteration 4Q (127982.500000 sec): 3 clusters
  Score: Raw -227634.429565 + Penalty 2511.878143 = -225122.551422
  nChanged 73
		SP:Iteration 5Q (127982.680000 sec): 3 clusters
  Score: Raw -227683.355976 + Penalty 2511.878143 = -225171.477833
  nChanged 57
		SP:Iteration 6Q (127982.930000 sec): 3 clusters
  Score: Raw -227716.109968 + Penalty 2511.878143 = -225204.231825
  nChanged 53
		SP:Iteration 7Q (127983.120000 sec): 3 clusters
  Score: Raw -227747.640690 + Penalty 2511.878143 = -225235.762547
  nChanged 50
		SP:Iteration 8Q (127983.340000 sec): 3 clusters
  Score: Raw -227778.836101 + Penalty 2511.878143 = -225266.957958
  nChanged 42
		SP:Iteration 9Q (127983.480000 sec): 3 clusters
  Score: Raw -227814.029628 + Penalty 2511.878143 = -225302.151486
  nChanged 43
		SP:Iteration 10Q (127983.700000 sec): 3 clusters
  Score: Raw -227838.224864 + Penalty 2511.878143 = -225326.346721
  nChanged 27
		SP:Iteration 11Q (127983.880000 sec): 3 clusters
  Score: Raw -227851.093411 + Penalty 2511.878143 = -225339.215268
  nChanged 16
		SP:Iteration 12Q (127984.080000 sec): 3 clusters
  Score: Raw -227859.786486 + Penalty 2511.878143 = -225347.908343
  nChanged 17
		SP:Iteration 13Q (127984.290000 sec): 3 clusters
  Score: Raw -227868.169725 + Penalty 2511.878143 = -225356.291582
  nChanged 9
		SP:Iteration 14Q (127984.470000 sec): 3 clusters
  Score: Raw -227872.158592 + Penalty 2511.878143 = -225360.280450
  nChanged 11
		SP:Iteration 15Q (127984.640000 sec): 3 clusters
  Score: Raw -227875.699136 + Penalty 2511.878143 = -225363.820994
  nChanged 4
		SP:Iteration 16Q (127984.810000 sec): 3 clusters
  Score: Raw -227876.831135 + Penalty 2511.878143 = -225364.952992
  nChanged 4
		SP:Iteration 17Q (127985.000000 sec): 3 clusters
  Score: Raw -227878.005752 + Penalty 2511.878143 = -225366.127610
  nChanged 2
		SP:Iteration 18Q (127985.260000 sec): 3 clusters
  Score: Raw -227878.587664 + Penalty 2511.878143 = -225366.709522
  nChanged 0
		SP:Iteration 19F (127985.460000 sec): 3 clusters
  Score: Raw -227878.587664 + Penalty 2511.878143 = -225366.709522
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127985.620000 sec): 2 clusters
  Score: Raw -723995.515468 + Penalty 1430.678441 = -722564.837027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127985.870000 sec): 3 clusters
  Score: Raw -720405.358070 + Penalty 2861.356881 = -717544.001189
  nChanged 2718
		SP:Iteration 1F (127986.090000 sec): 3 clusters
  Score: Raw -721862.123180 + Penalty 2861.356881 = -719000.766299
  nChanged 453
		SP:Iteration 2F (127986.310000 sec): 3 clusters
  Score: Raw -722115.978101 + Penalty 2861.356881 = -719254.621220
  nChanged 385
		SP:Iteration 3F (127986.530000 sec): 3 clusters
  Score: Raw -722331.876985 + Penalty 2861.356881 = -719470.520104
  nChanged 316
		SP:Iteration 4Q (127986.810000 sec): 3 clusters
  Score: Raw -722493.467428 + Penalty 2861.356881 = -719632.110547
  nChanged 295
		SP:Iteration 5Q (127987.030000 sec): 3 clusters
  Score: Raw -722642.169357 + Penalty 2861.356881 = -719780.812476
  nChanged 272
		SP:Iteration 6Q (127987.200000 sec): 3 clusters
  Score: Raw -722792.936850 + Penalty 2861.356881 = -719931.579969
  nChanged 276
		SP:Iteration 7Q (127987.390000 sec): 3 clusters
  Score: Raw -722950.528485 + Penalty 2861.356881 = -720089.171604
  nChanged 283
		SP:Iteration 8Q (127987.580000 sec): 3 clusters
  Score: Raw -723122.984452 + Penalty 2861.356881 = -720261.627571
  nChanged 261
		SP:Iteration 9Q (127987.770000 sec): 3 clusters
  Score: Raw -723295.072382 + Penalty 2861.356881 = -720433.715501
  nChanged 243
		SP:Iteration 10Q (127987.970000 sec): 3 clusters
  Score: Raw -723451.652035 + Penalty 2861.356881 = -720590.295154
  nChanged 222
		SP:Iteration 11Q (127988.170000 sec): 3 clusters
  Score: Raw -723583.678429 + Penalty 2861.356881 = -720722.321548
  nChanged 181
		SP:Iteration 12Q (127988.380000 sec): 3 clusters
  Score: Raw -723686.716794 + Penalty 2861.356881 = -720825.359913
  nChanged 165
		SP:Iteration 13Q (127988.580000 sec): 3 clusters
  Score: Raw -723763.063880 + Penalty 2861.356881 = -720901.706999
  nChanged 134
		SP:Iteration 14Q (127988.770000 sec): 3 clusters
  Score: Raw -723810.393447 + Penalty 2861.356881 = -720949.036566
  nChanged 89
		SP:Iteration 15Q (127988.990000 sec): 3 clusters
  Score: Raw -723843.904522 + Penalty 2861.356881 = -720982.547641
  nChanged 85
		SP:Iteration 16Q (127989.210000 sec): 3 clusters
  Score: Raw -723876.498013 + Penalty 2861.356881 = -721015.141132
  nChanged 79
		SP:Iteration 17Q (127989.400000 sec): 3 clusters
  Score: Raw -723900.369094 + Penalty 2861.356881 = -721039.012213
  nChanged 62
		SP:Iteration 18Q (127989.580000 sec): 3 clusters
  Score: Raw -723915.639338 + Penalty 2861.356881 = -721054.282457
  nChanged 46
		SP:Iteration 19Q (127989.780000 sec): 3 clusters
  Score: Raw -723927.802147 + Penalty 2861.356881 = -721066.445266
  nChanged 32
		SP:Iteration 20F (127989.990000 sec): 3 clusters
  Score: Raw -723936.181023 + Penalty 2861.356881 = -721074.824142
  nChanged 27
		SP:Iteration 21Q (127990.200000 sec): 3 clusters
  Score: Raw -723942.585664 + Penalty 2861.356881 = -721081.228783
  nChanged 28
		SP:Iteration 22Q (127990.400000 sec): 3 clusters
  Score: Raw -723949.502371 + Penalty 2861.356881 = -721088.145490
  nChanged 22
		SP:Iteration 23Q (127990.630000 sec): 3 clusters
  Score: Raw -723954.000289 + Penalty 2861.356881 = -721092.643408
  nChanged 22
		SP:Iteration 24Q (127990.860000 sec): 3 clusters
  Score: Raw -723958.369081 + Penalty 2861.356881 = -721097.012199
  nChanged 18
		SP:Iteration 25Q (127991.030000 sec): 3 clusters
  Score: Raw -723962.123972 + Penalty 2861.356881 = -721100.767091
  nChanged 16
		SP:Iteration 26Q (127991.240000 sec): 3 clusters
  Score: Raw -723964.847117 + Penalty 2861.356881 = -721103.490236
  nChanged 19
		SP:Iteration 27Q (127991.460000 sec): 3 clusters
  Score: Raw -723968.461200 + Penalty 2861.356881 = -721107.104319
  nChanged 12
		SP:Iteration 28Q (127991.690000 sec): 3 clusters
  Score: Raw -723970.567820 + Penalty 2861.356881 = -721109.210938
  nChanged 8
		SP:Iteration 29Q (127991.880000 sec): 3 clusters
  Score: Raw -723972.304607 + Penalty 2861.356881 = -721110.947726
  nChanged 8
		SP:Iteration 30Q (127992.140000 sec): 3 clusters
  Score: Raw -723974.000109 + Penalty 2861.356881 = -721112.643228
  nChanged 9
		SP:Iteration 31Q (127992.350000 sec): 3 clusters
  Score: Raw -723975.821699 + Penalty 2861.356881 = -721114.464818
  nChanged 9
		SP:Iteration 32Q (127992.590000 sec): 3 clusters
  Score: Raw -723977.290525 + Penalty 2861.356881 = -721115.933644
  nChanged 7
		SP:Iteration 33Q (127992.800000 sec): 3 clusters
  Score: Raw -723978.122227 + Penalty 2861.356881 = -721116.765346
  nChanged 1
		SP:Iteration 34Q (127993.000000 sec): 3 clusters
  Score: Raw -723978.362124 + Penalty 2861.356881 = -721117.005243
  nChanged 0
		SP:Iteration 35F (127993.240000 sec): 3 clusters
  Score: Raw -723978.362124 + Penalty 2861.356881 = -721117.005243
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (5911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127993.330000 sec): 2 clusters
  Score: Raw -554677.935065 + Penalty 1411.242674 = -553266.692391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127993.520000 sec): 3 clusters
  Score: Raw -551552.972721 + Penalty 2822.485348 = -548730.487373
  nChanged 2425
		SP:Iteration 1F (127993.700000 sec): 3 clusters
  Score: Raw -552987.878040 + Penalty 2822.485348 = -550165.392692
  nChanged 443
		SP:Iteration 2F (127993.870000 sec): 3 clusters
  Score: Raw -553261.572402 + Penalty 2822.485348 = -550439.087054
  nChanged 314
		SP:Iteration 3F (127994.060000 sec): 3 clusters
  Score: Raw -553439.619696 + Penalty 2822.485348 = -550617.134348
  nChanged 258
		SP:Iteration 4Q (127994.220000 sec): 3 clusters
  Score: Raw -553579.277321 + Penalty 2822.485348 = -550756.791973
  nChanged 241
		SP:Iteration 5Q (127994.430000 sec): 3 clusters
  Score: Raw -553697.287947 + Penalty 2822.485348 = -550874.802599
  nChanged 218
		SP:Iteration 6Q (127994.640000 sec): 3 clusters
  Score: Raw -553794.143664 + Penalty 2822.485348 = -550971.658316
  nChanged 182
		SP:Iteration 7Q (127994.820000 sec): 3 clusters
  Score: Raw -553879.165963 + Penalty 2822.485348 = -551056.680615
  nChanged 141
		SP:Iteration 8Q (127995.040000 sec): 3 clusters
  Score: Raw -553939.992142 + Penalty 2822.485348 = -551117.506794
  nChanged 131
		SP:Iteration 9Q (127995.200000 sec): 3 clusters
  Score: Raw -553993.299391 + Penalty 2822.485348 = -551170.814044
  nChanged 125
		SP:Iteration 10Q (127995.400000 sec): 3 clusters
  Score: Raw -554041.582298 + Penalty 2822.485348 = -551219.096950
  nChanged 111
		SP:Iteration 11Q (127995.570000 sec): 3 clusters
  Score: Raw -554088.684161 + Penalty 2822.485348 = -551266.198813
  nChanged 119
		SP:Iteration 12Q (127995.750000 sec): 3 clusters
  Score: Raw -554143.996976 + Penalty 2822.485348 = -551321.511628
  nChanged 117
		SP:Iteration 13Q (127995.920000 sec): 3 clusters
  Score: Raw -554198.068330 + Penalty 2822.485348 = -551375.582982
  nChanged 119
		SP:Iteration 14Q (127996.160000 sec): 3 clusters
  Score: Raw -554253.569868 + Penalty 2822.485348 = -551431.084520
  nChanged 110
		SP:Iteration 15Q (127996.330000 sec): 3 clusters
  Score: Raw -554315.685478 + Penalty 2822.485348 = -551493.200130
  nChanged 114
		SP:Iteration 16Q (127996.560000 sec): 3 clusters
  Score: Raw -554386.169363 + Penalty 2822.485348 = -551563.684015
  nChanged 126
		SP:Iteration 17Q (127996.720000 sec): 3 clusters
  Score: Raw -554444.957959 + Penalty 2822.485348 = -551622.472612
  nChanged 104
		SP:Iteration 18Q (127996.910000 sec): 3 clusters
  Score: Raw -554493.013330 + Penalty 2822.485348 = -551670.527982
  nChanged 91
		SP:Iteration 19Q (127997.080000 sec): 3 clusters
  Score: Raw -554542.293137 + Penalty 2822.485348 = -551719.807790
  nChanged 91
		SP:Iteration 20F (127997.260000 sec): 3 clusters
  Score: Raw -554590.133125 + Penalty 2822.485348 = -551767.647778
  nChanged 83
		SP:Iteration 21Q (127997.480000 sec): 3 clusters
  Score: Raw -554625.054692 + Penalty 2822.485348 = -551802.569344
  nChanged 67
		SP:Iteration 22Q (127997.640000 sec): 3 clusters
  Score: Raw -554645.893889 + Penalty 2822.485348 = -551823.408541
  nChanged 61
		SP:Iteration 23Q (127997.880000 sec): 3 clusters
  Score: Raw -554664.902577 + Penalty 2822.485348 = -551842.417230
  nChanged 53
		SP:Iteration 24Q (127998.120000 sec): 3 clusters
  Score: Raw -554682.692988 + Penalty 2822.485348 = -551860.207640
  nChanged 47
		SP:Iteration 25Q (127998.290000 sec): 3 clusters
  Score: Raw -554696.968359 + Penalty 2822.485348 = -551874.483012
  nChanged 40
		SP:Iteration 26Q (127998.490000 sec): 3 clusters
  Score: Raw -554711.918412 + Penalty 2822.485348 = -551889.433064
  nChanged 43
		SP:Iteration 27Q (127998.720000 sec): 3 clusters
  Score: Raw -554727.510593 + Penalty 2822.485348 = -551905.025245
  nChanged 44
		SP:Iteration 28Q (127998.920000 sec): 3 clusters
  Score: Raw -554748.068841 + Penalty 2822.485348 = -551925.583493
  nChanged 50
		SP:Iteration 29Q (127999.120000 sec): 3 clusters
  Score: Raw -554763.439888 + Penalty 2822.485348 = -551940.954541
  nChanged 40
		SP:Iteration 30Q (127999.370000 sec): 3 clusters
  Score: Raw -554775.348979 + Penalty 2822.485348 = -551952.863631
  nChanged 35
		SP:Iteration 31Q (127999.590000 sec): 3 clusters
  Score: Raw -554787.507006 + Penalty 2822.485348 = -551965.021658
  nChanged 26
		SP:Iteration 32Q (127999.800000 sec): 3 clusters
  Score: Raw -554795.497591 + Penalty 2822.485348 = -551973.012243
  nChanged 19
		SP:Iteration 33Q (127999.990000 sec): 3 clusters
  Score: Raw -554802.793907 + Penalty 2822.485348 = -551980.308559
  nChanged 22
		SP:Iteration 34Q (128000.170000 sec): 3 clusters
  Score: Raw -554809.147271 + Penalty 2822.485348 = -551986.661924
  nChanged 17
		SP:Iteration 35Q (128000.400000 sec): 3 clusters
  Score: Raw -554815.338493 + Penalty 2822.485348 = -551992.853145
  nChanged 21
		SP:Iteration 36Q (128000.540000 sec): 3 clusters
  Score: Raw -554821.806253 + Penalty 2822.485348 = -551999.320905
  nChanged 15
		SP:Iteration 37Q (128000.760000 sec): 3 clusters
  Score: Raw -554825.540889 + Penalty 2822.485348 = -552003.055542
  nChanged 15
		SP:Iteration 38Q (128000.980000 sec): 3 clusters
  Score: Raw -554828.168168 + Penalty 2822.485348 = -552005.682820
  nChanged 8
		SP:Iteration 39Q (128001.190000 sec): 3 clusters
  Score: Raw -554830.151513 + Penalty 2822.485348 = -552007.666165
  nChanged 11
		SP:Iteration 40F (128001.390000 sec): 3 clusters
  Score: Raw -554832.624460 + Penalty 2822.485348 = -552010.139112
  nChanged 5
		SP:Iteration 41Q (128001.610000 sec): 3 clusters
  Score: Raw -554833.676639 + Penalty 2822.485348 = -552011.191291
  nChanged 7
		SP:Iteration 42Q (128001.800000 sec): 3 clusters
  Score: Raw -554835.133209 + Penalty 2822.485348 = -552012.647861
  nChanged 6
		SP:Iteration 43Q (128002.060000 sec): 3 clusters
  Score: Raw -554837.176650 + Penalty 2822.485348 = -552014.691303
  nChanged 9
		SP:Iteration 44Q (128002.230000 sec): 3 clusters
  Score: Raw -554839.258532 + Penalty 2822.485348 = -552016.773184
  nChanged 10
		SP:Iteration 45Q (128002.440000 sec): 3 clusters
  Score: Raw -554841.283912 + Penalty 2822.485348 = -552018.798564
  nChanged 1
		SP:Iteration 46Q (128002.650000 sec): 3 clusters
  Score: Raw -554841.383195 + Penalty 2822.485348 = -552018.897847
  nChanged 2
		SP:Iteration 47Q (128002.840000 sec): 3 clusters
  Score: Raw -554841.743054 + Penalty 2822.485348 = -552019.257706
  nChanged 4
		SP:Iteration 48Q (128003.040000 sec): 3 clusters
  Score: Raw -554842.451767 + Penalty 2822.485348 = -552019.966419
  nChanged 5
		SP:Iteration 49Q (128003.260000 sec): 3 clusters
  Score: Raw -554843.946548 + Penalty 2822.485348 = -552021.461200
  nChanged 11
		SP:Iteration 50Q (128003.480000 sec): 3 clusters
  Score: Raw -554848.178797 + Penalty 2822.485348 = -552025.693449
  nChanged 13
		SP:Iteration 51Q (128003.660000 sec): 3 clusters
  Score: Raw -554852.529462 + Penalty 2822.485348 = -552030.044114
  nChanged 12
		SP:Iteration 52Q (128003.880000 sec): 3 clusters
  Score: Raw -554856.909192 + Penalty 2822.485348 = -552034.423844
  nChanged 15
		SP:Iteration 53Q (128004.080000 sec): 3 clusters
  Score: Raw -554860.556261 + Penalty 2822.485348 = -552038.070913
  nChanged 10
		SP:Iteration 54Q (128004.310000 sec): 3 clusters
  Score: Raw -554863.070702 + Penalty 2822.485348 = -552040.585354
  nChanged 12
		SP:Iteration 55Q (128004.510000 sec): 3 clusters
  Score: Raw -554865.862227 + Penalty 2822.485348 = -552043.376879
  nChanged 8
		SP:Iteration 56Q (128004.780000 sec): 3 clusters
  Score: Raw -554868.443172 + Penalty 2822.485348 = -552045.957824
  nChanged 9
		SP:Iteration 57Q (128004.950000 sec): 3 clusters
  Score: Raw -554871.074003 + Penalty 2822.485348 = -552048.588655
  nChanged 11
		SP:Iteration 58Q (128005.180000 sec): 3 clusters
  Score: Raw -554873.984900 + Penalty 2822.485348 = -552051.499552
  nChanged 8
		SP:Iteration 59Q (128005.370000 sec): 3 clusters
  Score: Raw -554877.436490 + Penalty 2822.485348 = -552054.951142
  nChanged 7
		SP:Iteration 60F (128005.580000 sec): 3 clusters
  Score: Raw -554880.603299 + Penalty 2822.485348 = -552058.117951
  nChanged 7
		SP:Iteration 61Q (128005.810000 sec): 3 clusters
  Score: Raw -554882.449928 + Penalty 2822.485348 = -552059.964580
  nChanged 9
		SP:Iteration 62Q (128005.980000 sec): 3 clusters
  Score: Raw -554885.050471 + Penalty 2822.485348 = -552062.565123
  nChanged 11
		SP:Iteration 63Q (128006.180000 sec): 3 clusters
  Score: Raw -554887.322035 + Penalty 2822.485348 = -552064.836687
  nChanged 8
		SP:Iteration 64Q (128006.430000 sec): 3 clusters
  Score: Raw -554890.571114 + Penalty 2822.485348 = -552068.085766
  nChanged 12
		SP:Iteration 65Q (128006.680000 sec): 3 clusters
  Score: Raw -554894.850077 + Penalty 2822.485348 = -552072.364729
  nChanged 8
		SP:Iteration 66Q (128006.880000 sec): 3 clusters
  Score: Raw -554896.724899 + Penalty 2822.485348 = -552074.239552
  nChanged 5
		SP:Iteration 67Q (128007.090000 sec): 3 clusters
  Score: Raw -554898.674304 + Penalty 2822.485348 = -552076.188957
  nChanged 9
		SP:Iteration 68Q (128007.300000 sec): 3 clusters
  Score: Raw -554902.481232 + Penalty 2822.485348 = -552079.995885
  nChanged 9
		SP:Iteration 69Q (128007.510000 sec): 3 clusters
  Score: Raw -554906.111165 + Penalty 2822.485348 = -552083.625817
  nChanged 9
		SP:Iteration 70Q (128007.720000 sec): 3 clusters
  Score: Raw -554909.605734 + Penalty 2822.485348 = -552087.120386
  nChanged 8
		SP:Iteration 71Q (128007.900000 sec): 3 clusters
  Score: Raw -554911.296291 + Penalty 2822.485348 = -552088.810944
  nChanged 3
		SP:Iteration 72Q (128008.150000 sec): 3 clusters
  Score: Raw -554912.116425 + Penalty 2822.485348 = -552089.631077
  nChanged 3
		SP:Iteration 73Q (128008.350000 sec): 3 clusters
  Score: Raw -554913.058696 + Penalty 2822.485348 = -552090.573349
  nChanged 2
		SP:Iteration 74Q (128008.550000 sec): 3 clusters
  Score: Raw -554913.311086 + Penalty 2822.485348 = -552090.825738
  nChanged 0
		SP:Iteration 75F (128008.740000 sec): 3 clusters
  Score: Raw -554913.311086 + Penalty 2822.485348 = -552090.825738
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128008.910000 sec): 2 clusters
  Score: Raw -1103106.089461 + Penalty 1510.564876 = -1101595.524585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128009.110000 sec): 3 clusters
  Score: Raw -1096819.817151 + Penalty 3021.129752 = -1093798.687399
  nChanged 4801
		SP:Iteration 1F (128009.400000 sec): 3 clusters
  Score: Raw -1099299.155526 + Penalty 3021.129752 = -1096278.025774
  nChanged 593
		SP:Iteration 2F (128009.600000 sec): 3 clusters
  Score: Raw -1099548.223214 + Penalty 3021.129752 = -1096527.093462
  nChanged 502
		SP:Iteration 3Q (128009.860000 sec): 3 clusters
  Score: Raw -1099748.745712 + Penalty 3021.129752 = -1096727.615959
  nChanged 463
		SP:Iteration 4Q (128010.110000 sec): 3 clusters
  Score: Raw -1099943.885847 + Penalty 3021.129752 = -1096922.756094
  nChanged 462
		SP:Iteration 5Q (128010.350000 sec): 3 clusters
  Score: Raw -1100171.513124 + Penalty 3021.129752 = -1097150.383372
  nChanged 488
		SP:Iteration 6Q (128010.610000 sec): 3 clusters
  Score: Raw -1100437.990506 + Penalty 3021.129752 = -1097416.860753
  nChanged 494
		SP:Iteration 7Q (128010.850000 sec): 3 clusters
  Score: Raw -1100779.247144 + Penalty 3021.129752 = -1097758.117391
  nChanged 529
		SP:Iteration 8Q (128011.060000 sec): 3 clusters
  Score: Raw -1101187.040476 + Penalty 3021.129752 = -1098165.910724
  nChanged 537
		SP:Iteration 9Q (128011.320000 sec): 3 clusters
  Score: Raw -1101625.234298 + Penalty 3021.129752 = -1098604.104546
  nChanged 520
		SP:Iteration 10Q (128011.570000 sec): 3 clusters
  Score: Raw -1102036.452199 + Penalty 3021.129752 = -1099015.322446
  nChanged 414
		SP:Iteration 11Q (128011.840000 sec): 3 clusters
  Score: Raw -1102367.996940 + Penalty 3021.129752 = -1099346.867188
  nChanged 340
		SP:Iteration 12Q (128012.130000 sec): 3 clusters
  Score: Raw -1102640.729100 + Penalty 3021.129752 = -1099619.599348
  nChanged 258
		SP:Iteration 13Q (128012.360000 sec): 3 clusters
  Score: Raw -1102810.090954 + Penalty 3021.129752 = -1099788.961201
  nChanged 184
		SP:Iteration 14Q (128012.600000 sec): 3 clusters
  Score: Raw -1102939.377258 + Penalty 3021.129752 = -1099918.247505
  nChanged 161
		SP:Iteration 15Q (128012.840000 sec): 3 clusters
  Score: Raw -1103045.223012 + Penalty 3021.129752 = -1100024.093259
  nChanged 137
		SP:Iteration 16Q (128013.080000 sec): 3 clusters
  Score: Raw -1103128.297034 + Penalty 3021.129752 = -1100107.167281
  nChanged 98
		SP:Iteration 17Q (128013.330000 sec): 3 clusters
  Score: Raw -1103187.886095 + Penalty 3021.129752 = -1100166.756343
  nChanged 71
		SP:Iteration 18Q (128013.600000 sec): 3 clusters
  Score: Raw -1103227.844799 + Penalty 3021.129752 = -1100206.715046
  nChanged 70
		SP:Iteration 19Q (128013.830000 sec): 3 clusters
  Score: Raw -1103279.163321 + Penalty 3021.129752 = -1100258.033569
  nChanged 43
		SP:Iteration 20F (128014.110000 sec): 3 clusters
  Score: Raw -1103309.638897 + Penalty 3021.129752 = -1100288.509145
  nChanged 29
		SP:Iteration 21Q (128014.300000 sec): 3 clusters
  Score: Raw -1103329.736200 + Penalty 3021.129752 = -1100308.606447
  nChanged 25
		SP:Iteration 22Q (128014.550000 sec): 3 clusters
  Score: Raw -1103342.663309 + Penalty 3021.129752 = -1100321.533556
  nChanged 16
		SP:Iteration 23Q (128014.790000 sec): 3 clusters
  Score: Raw -1103351.218456 + Penalty 3021.129752 = -1100330.088704
  nChanged 6
		SP:Iteration 24Q (128015.080000 sec): 3 clusters
  Score: Raw -1103354.647199 + Penalty 3021.129752 = -1100333.517447
  nChanged 7
		SP:Iteration 25Q (128015.320000 sec): 3 clusters
  Score: Raw -1103358.753070 + Penalty 3021.129752 = -1100337.623317
  nChanged 8
		SP:Iteration 26Q (128015.500000 sec): 3 clusters
  Score: Raw -1103363.416348 + Penalty 3021.129752 = -1100342.286596
  nChanged 6
		SP:Iteration 27Q (128015.740000 sec): 3 clusters
  Score: Raw -1103367.657938 + Penalty 3021.129752 = -1100346.528186
  nChanged 7
		SP:Iteration 28Q (128015.960000 sec): 3 clusters
  Score: Raw -1103372.598235 + Penalty 3021.129752 = -1100351.468483
  nChanged 4
		SP:Iteration 29Q (128016.200000 sec): 3 clusters
  Score: Raw -1103374.523002 + Penalty 3021.129752 = -1100353.393250
  nChanged 4
		SP:Iteration 30Q (128016.440000 sec): 3 clusters
  Score: Raw -1103376.316386 + Penalty 3021.129752 = -1100355.186633
  nChanged 5
		SP:Iteration 31Q (128016.690000 sec): 3 clusters
  Score: Raw -1103379.105511 + Penalty 3021.129752 = -1100357.975758
  nChanged 4
		SP:Iteration 32Q (128016.940000 sec): 3 clusters
  Score: Raw -1103382.071494 + Penalty 3021.129752 = -1100360.941742
  nChanged 2
		SP:Iteration 33Q (128017.200000 sec): 3 clusters
  Score: Raw -1103383.090555 + Penalty 3021.129752 = -1100361.960802
  nChanged 2
		SP:Iteration 34Q (128017.450000 sec): 3 clusters
  Score: Raw -1103384.302968 + Penalty 3021.129752 = -1100363.173215
  nChanged 2
		SP:Iteration 35Q (128017.690000 sec): 3 clusters
  Score: Raw -1103385.914058 + Penalty 3021.129752 = -1100364.784306
  nChanged 3
		SP:Iteration 36Q (128017.920000 sec): 3 clusters
  Score: Raw -1103387.920009 + Penalty 3021.129752 = -1100366.790257
  nChanged 4
		SP:Iteration 37Q (128018.150000 sec): 3 clusters
  Score: Raw -1103390.998925 + Penalty 3021.129752 = -1100369.869173
  nChanged 3
		SP:Iteration 38Q (128018.420000 sec): 3 clusters
  Score: Raw -1103392.868122 + Penalty 3021.129752 = -1100371.738369
  nChanged 2
		SP:Iteration 39Q (128018.640000 sec): 3 clusters
  Score: Raw -1103394.455346 + Penalty 3021.129752 = -1100373.325593
  nChanged 4
		SP:Iteration 40F (128018.850000 sec): 3 clusters
  Score: Raw -1103395.906415 + Penalty 3021.129752 = -1100374.776662
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128019.020000 sec): 2 clusters
  Score: Raw -373323.837227 + Penalty 1330.436131 = -371993.401096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128019.230000 sec): 3 clusters
  Score: Raw -371614.115090 + Penalty 2660.872263 = -368953.242827
  nChanged 1404
		SP:Iteration 1F (128019.410000 sec): 3 clusters
  Score: Raw -372510.018000 + Penalty 2660.872263 = -369849.145738
  nChanged 329
		SP:Iteration 2F (128019.610000 sec): 3 clusters
  Score: Raw -372804.990737 + Penalty 2660.872263 = -370144.118474
  nChanged 277
		SP:Iteration 3F (128019.820000 sec): 3 clusters
  Score: Raw -373077.944992 + Penalty 2660.872263 = -370417.072729
  nChanged 246
		SP:Iteration 4F (128020.010000 sec): 3 clusters
  Score: Raw -373286.844886 + Penalty 2660.872263 = -370625.972623
  nChanged 198
		SP:Iteration 5F (128020.210000 sec): 3 clusters
  Score: Raw -373448.423073 + Penalty 2660.872263 = -370787.550811
  nChanged 150
		SP:Iteration 6Q (128020.370000 sec): 3 clusters
  Score: Raw -373554.394048 + Penalty 2660.872263 = -370893.521785
  nChanged 111
		SP:Iteration 7Q (128020.570000 sec): 3 clusters
  Score: Raw -373638.846021 + Penalty 2660.872263 = -370977.973758
  nChanged 99
		SP:Iteration 8Q (128020.800000 sec): 3 clusters
  Score: Raw -373707.531898 + Penalty 2660.872263 = -371046.659635
  nChanged 81
		SP:Iteration 9Q (128021.040000 sec): 3 clusters
  Score: Raw -373764.280449 + Penalty 2660.872263 = -371103.408186
  nChanged 65
		SP:Iteration 10Q (128021.260000 sec): 3 clusters
  Score: Raw -373803.731261 + Penalty 2660.872263 = -371142.858999
  nChanged 45
		SP:Iteration 11Q (128021.400000 sec): 3 clusters
  Score: Raw -373827.353337 + Penalty 2660.872263 = -371166.481074
  nChanged 33
		SP:Iteration 12Q (128021.540000 sec): 3 clusters
  Score: Raw -373840.394341 + Penalty 2660.872263 = -371179.522078
  nChanged 26
		SP:Iteration 13Q (128021.720000 sec): 3 clusters
  Score: Raw -373851.438948 + Penalty 2660.872263 = -371190.566685
  nChanged 16
		SP:Iteration 14Q (128021.910000 sec): 3 clusters
  Score: Raw -373857.047751 + Penalty 2660.872263 = -371196.175488
  nChanged 10
		SP:Iteration 15Q (128022.070000 sec): 3 clusters
  Score: Raw -373860.233097 + Penalty 2660.872263 = -371199.360834
  nChanged 9
		SP:Iteration 16Q (128022.290000 sec): 3 clusters
  Score: Raw -373863.514569 + Penalty 2660.872263 = -371202.642306
  nChanged 7
		SP:Iteration 17Q (128022.510000 sec): 3 clusters
  Score: Raw -373865.526238 + Penalty 2660.872263 = -371204.653975
  nChanged 6
		SP:Iteration 18Q (128022.710000 sec): 3 clusters
  Score: Raw -373867.654413 + Penalty 2660.872263 = -371206.782151
  nChanged 4
		SP:Iteration 19Q (128022.950000 sec): 3 clusters
  Score: Raw -373868.773360 + Penalty 2660.872263 = -371207.901097
  nChanged 1
		SP:Iteration 20F (128023.200000 sec): 3 clusters
  Score: Raw -373869.057932 + Penalty 2660.872263 = -371208.185669
  nChanged 1
		SP:Iteration 21Q (128023.430000 sec): 3 clusters
  Score: Raw -373869.402262 + Penalty 2660.872263 = -371208.529999
  nChanged 1
		SP:Iteration 22Q (128023.650000 sec): 3 clusters
  Score: Raw -373869.753403 + Penalty 2660.872263 = -371208.881140
  nChanged 1
		SP:Iteration 23Q (128023.860000 sec): 3 clusters
  Score: Raw -373869.943052 + Penalty 2660.872263 = -371209.070789
  nChanged 0
		SP:Iteration 24F (128024.110000 sec): 3 clusters
  Score: Raw -373869.943052 + Penalty 2660.872263 = -371209.070789
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128024.320000 sec): 2 clusters
  Score: Raw -1797776.377197 + Penalty 1582.811785 = -1796193.565412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128024.600000 sec): 3 clusters
  Score: Raw -1787678.011570 + Penalty 3165.623570 = -1784512.388000
  nChanged 7647
		SP:Iteration 1F (128024.940000 sec): 3 clusters
  Score: Raw -1791595.714241 + Penalty 3165.623570 = -1788430.090672
  nChanged 817
		SP:Iteration 2Q (128025.180000 sec): 3 clusters
  Score: Raw -1791864.742698 + Penalty 3165.623570 = -1788699.119128
  nChanged 751
		SP:Iteration 3Q (128025.540000 sec): 3 clusters
  Score: Raw -1792122.598903 + Penalty 3165.623570 = -1788956.975333
  nChanged 705
		SP:Iteration 4Q (128025.870000 sec): 3 clusters
  Score: Raw -1792370.140916 + Penalty 3165.623570 = -1789204.517346
  nChanged 664
		SP:Iteration 5Q (128026.150000 sec): 3 clusters
  Score: Raw -1792624.619557 + Penalty 3165.623570 = -1789458.995988
  nChanged 673
		SP:Iteration 6Q (128026.440000 sec): 3 clusters
  Score: Raw -1792919.415032 + Penalty 3165.623570 = -1789753.791462
  nChanged 734
		SP:Iteration 7Q (128026.700000 sec): 3 clusters
  Score: Raw -1793259.433269 + Penalty 3165.623570 = -1790093.809700
  nChanged 788
		SP:Iteration 8Q (128026.980000 sec): 3 clusters
  Score: Raw -1793697.843566 + Penalty 3165.623570 = -1790532.219997
  nChanged 808
		SP:Iteration 9Q (128027.260000 sec): 3 clusters
  Score: Raw -1794209.871761 + Penalty 3165.623570 = -1791044.248191
  nChanged 880
		SP:Iteration 10F (128027.540000 sec): 3 clusters
  Score: Raw -1794826.206328 + Penalty 3165.623570 = -1791660.582758
  nChanged 899
		SP:Iteration 11F (128027.780000 sec): 3 clusters
  Score: Raw -1795452.690194 + Penalty 3165.623570 = -1792287.066625
  nChanged 813
		SP:Iteration 12Q (128028.010000 sec): 3 clusters
  Score: Raw -1795948.517394 + Penalty 3165.623570 = -1792782.893825
  nChanged 603
		SP:Iteration 13Q (128028.270000 sec): 3 clusters
  Score: Raw -1796217.310187 + Penalty 3165.623570 = -1793051.686617
  nChanged 397
		SP:Iteration 14Q (128028.520000 sec): 3 clusters
  Score: Raw -1796368.794458 + Penalty 3165.623570 = -1793203.170888
  nChanged 309
		SP:Iteration 15Q (128028.800000 sec): 3 clusters
  Score: Raw -1796474.977729 + Penalty 3165.623570 = -1793309.354159
  nChanged 228
		SP:Iteration 16Q (128029.070000 sec): 3 clusters
  Score: Raw -1796542.513528 + Penalty 3165.623570 = -1793376.889958
  nChanged 196
		SP:Iteration 17Q (128029.360000 sec): 3 clusters
  Score: Raw -1796599.328625 + Penalty 3165.623570 = -1793433.705055
  nChanged 206
		SP:Iteration 18Q (128029.610000 sec): 3 clusters
  Score: Raw -1796652.646375 + Penalty 3165.623570 = -1793487.022805
  nChanged 196
		SP:Iteration 19Q (128029.860000 sec): 3 clusters
  Score: Raw -1796710.925193 + Penalty 3165.623570 = -1793545.301623
  nChanged 190
		SP:Iteration 20F (128030.090000 sec): 3 clusters
  Score: Raw -1796763.403924 + Penalty 3165.623570 = -1793597.780354
  nChanged 168
		SP:Iteration 21Q (128030.350000 sec): 3 clusters
  Score: Raw -1796808.495009 + Penalty 3165.623570 = -1793642.871440
  nChanged 154
		SP:Iteration 22Q (128030.650000 sec): 3 clusters
  Score: Raw -1796847.776347 + Penalty 3165.623570 = -1793682.152777
  nChanged 142
		SP:Iteration 23Q (128030.880000 sec): 3 clusters
  Score: Raw -1796888.924313 + Penalty 3165.623570 = -1793723.300743
  nChanged 145
		SP:Iteration 24Q (128031.180000 sec): 3 clusters
  Score: Raw -1796929.042231 + Penalty 3165.623570 = -1793763.418661
  nChanged 146
		SP:Iteration 25Q (128031.460000 sec): 3 clusters
  Score: Raw -1796965.275577 + Penalty 3165.623570 = -1793799.652008
  nChanged 124
		SP:Iteration 26Q (128031.760000 sec): 3 clusters
  Score: Raw -1796991.398562 + Penalty 3165.623570 = -1793825.774992
  nChanged 123
		SP:Iteration 27Q (128032.040000 sec): 3 clusters
  Score: Raw -1797017.571395 + Penalty 3165.623570 = -1793851.947825
  nChanged 103
		SP:Iteration 28Q (128032.300000 sec): 3 clusters
  Score: Raw -1797037.994419 + Penalty 3165.623570 = -1793872.370850
  nChanged 96
		SP:Iteration 29Q (128032.550000 sec): 3 clusters
  Score: Raw -1797057.941004 + Penalty 3165.623570 = -1793892.317434
  nChanged 98
		SP:Iteration 30Q (128032.820000 sec): 3 clusters
  Score: Raw -1797075.468935 + Penalty 3165.623570 = -1793909.845365
  nChanged 83
		SP:Iteration 31Q (128033.090000 sec): 3 clusters
  Score: Raw -1797089.854573 + Penalty 3165.623570 = -1793924.231004
  nChanged 87
		SP:Iteration 32Q (128033.360000 sec): 3 clusters
  Score: Raw -1797104.842644 + Penalty 3165.623570 = -1793939.219074
  nChanged 78
		SP:Iteration 33Q (128033.640000 sec): 3 clusters
  Score: Raw -1797117.758072 + Penalty 3165.623570 = -1793952.134502
  nChanged 76
		SP:Iteration 34Q (128033.920000 sec): 3 clusters
  Score: Raw -1797130.960115 + Penalty 3165.623570 = -1793965.336545
  nChanged 86
		SP:Iteration 35Q (128034.220000 sec): 3 clusters
  Score: Raw -1797150.512173 + Penalty 3165.623570 = -1793984.888603
  nChanged 95
		SP:Iteration 36Q (128034.440000 sec): 3 clusters
  Score: Raw -1797169.891338 + Penalty 3165.623570 = -1794004.267768
  nChanged 77
		SP:Iteration 37Q (128034.720000 sec): 3 clusters
  Score: Raw -1797185.597169 + Penalty 3165.623570 = -1794019.973599
  nChanged 73
		SP:Iteration 38Q (128035.040000 sec): 3 clusters
  Score: Raw -1797199.152715 + Penalty 3165.623570 = -1794033.529145
  nChanged 69
		SP:Iteration 39Q (128035.360000 sec): 3 clusters
  Score: Raw -1797214.140120 + Penalty 3165.623570 = -1794048.516550
  nChanged 71
		SP:Iteration 40F (128035.620000 sec): 3 clusters
  Score: Raw -1797227.998821 + Penalty 3165.623570 = -1794062.375251
  nChanged 73
		SP:Iteration 41Q (128035.900000 sec): 3 clusters
  Score: Raw -1797243.261754 + Penalty 3165.623570 = -1794077.638184
  nChanged 74
		SP:Iteration 42Q (128036.180000 sec): 3 clusters
  Score: Raw -1797257.832250 + Penalty 3165.623570 = -1794092.208680
  nChanged 80
		SP:Iteration 43Q (128036.500000 sec): 3 clusters
  Score: Raw -1797274.433531 + Penalty 3165.623570 = -1794108.809962
  nChanged 78
		SP:Iteration 44Q (128036.810000 sec): 3 clusters
  Score: Raw -1797289.889337 + Penalty 3165.623570 = -1794124.265767
  nChanged 78
		SP:Iteration 45Q (128037.030000 sec): 3 clusters
  Score: Raw -1797304.508736 + Penalty 3165.623570 = -1794138.885166
  nChanged 67
		SP:Iteration 46Q (128037.340000 sec): 3 clusters
  Score: Raw -1797315.992378 + Penalty 3165.623570 = -1794150.368808
  nChanged 66
		SP:Iteration 47Q (128037.640000 sec): 3 clusters
  Score: Raw -1797326.881007 + Penalty 3165.623570 = -1794161.257437
  nChanged 62
		SP:Iteration 48Q (128037.870000 sec): 3 clusters
  Score: Raw -1797338.147086 + Penalty 3165.623570 = -1794172.523516
  nChanged 66
		SP:Iteration 49Q (128038.200000 sec): 3 clusters
  Score: Raw -1797350.893459 + Penalty 3165.623570 = -1794185.269889
  nChanged 74
		SP:Iteration 50Q (128038.560000 sec): 3 clusters
  Score: Raw -1797365.276584 + Penalty 3165.623570 = -1794199.653015
  nChanged 83
		SP:Iteration 51Q (128038.830000 sec): 3 clusters
  Score: Raw -1797380.881403 + Penalty 3165.623570 = -1794215.257833
  nChanged 81
		SP:Iteration 52Q (128039.170000 sec): 3 clusters
  Score: Raw -1797402.288283 + Penalty 3165.623570 = -1794236.664713
  nChanged 91
		SP:Iteration 53Q (128039.430000 sec): 3 clusters
  Score: Raw -1797425.436217 + Penalty 3165.623570 = -1794259.812648
  nChanged 78
		SP:Iteration 54Q (128039.690000 sec): 3 clusters
  Score: Raw -1797443.349389 + Penalty 3165.623570 = -1794277.725819
  nChanged 84
		SP:Iteration 55Q (128040.000000 sec): 3 clusters
  Score: Raw -1797460.094559 + Penalty 3165.623570 = -1794294.470989
  nChanged 76
		SP:Iteration 56Q (128040.260000 sec): 3 clusters
  Score: Raw -1797472.670156 + Penalty 3165.623570 = -1794307.046587
  nChanged 62
		SP:Iteration 57Q (128040.520000 sec): 3 clusters
  Score: Raw -1797483.997180 + Penalty 3165.623570 = -1794318.373610
  nChanged 62
		SP:Iteration 58Q (128040.850000 sec): 3 clusters
  Score: Raw -1797496.517087 + Penalty 3165.623570 = -1794330.893517
  nChanged 70
		SP:Iteration 59Q (128041.200000 sec): 3 clusters
  Score: Raw -1797509.567284 + Penalty 3165.623570 = -1794343.943715
  nChanged 60
		SP:Iteration 60F (128041.460000 sec): 3 clusters
  Score: Raw -1797522.072358 + Penalty 3165.623570 = -1794356.448788
  nChanged 69
		SP:Iteration 61Q (128041.730000 sec): 3 clusters
  Score: Raw -1797536.707032 + Penalty 3165.623570 = -1794371.083462
  nChanged 63
		SP:Iteration 62Q (128042.010000 sec): 3 clusters
  Score: Raw -1797548.021614 + Penalty 3165.623570 = -1794382.398044
  nChanged 60
		SP:Iteration 63Q (128042.290000 sec): 3 clusters
  Score: Raw -1797558.418546 + Penalty 3165.623570 = -1794392.794977
  nChanged 52
		SP:Iteration 64Q (128042.530000 sec): 3 clusters
  Score: Raw -1797567.246814 + Penalty 3165.623570 = -1794401.623245
  nChanged 49
		SP:Iteration 65Q (128042.810000 sec): 3 clusters
  Score: Raw -1797576.599542 + Penalty 3165.623570 = -1794410.975972
  nChanged 56
		SP:Iteration 66Q (128043.080000 sec): 3 clusters
  Score: Raw -1797589.300817 + Penalty 3165.623570 = -1794423.677247
  nChanged 55
		SP:Iteration 67Q (128043.310000 sec): 3 clusters
  Score: Raw -1797601.462822 + Penalty 3165.623570 = -1794435.839252
  nChanged 54
		SP:Iteration 68Q (128043.560000 sec): 3 clusters
  Score: Raw -1797614.141813 + Penalty 3165.623570 = -1794448.518243
  nChanged 56
		SP:Iteration 69Q (128043.850000 sec): 3 clusters
  Score: Raw -1797625.756464 + Penalty 3165.623570 = -1794460.132894
  nChanged 47
		SP:Iteration 70Q (128044.140000 sec): 3 clusters
  Score: Raw -1797633.926512 + Penalty 3165.623570 = -1794468.302943
  nChanged 46
		SP:Iteration 71Q (128044.370000 sec): 3 clusters
  Score: Raw -1797641.944293 + Penalty 3165.623570 = -1794476.320723
  nChanged 38
		SP:Iteration 72Q (128044.620000 sec): 3 clusters
  Score: Raw -1797647.999536 + Penalty 3165.623570 = -1794482.375966
  nChanged 32
		SP:Iteration 73Q (128044.930000 sec): 3 clusters
  Score: Raw -1797652.692329 + Penalty 3165.623570 = -1794487.068759
  nChanged 29
		SP:Iteration 74Q (128045.160000 sec): 3 clusters
  Score: Raw -1797656.863518 + Penalty 3165.623570 = -1794491.239949
  nChanged 32
		SP:Iteration 75Q (128045.400000 sec): 3 clusters
  Score: Raw -1797661.794778 + Penalty 3165.623570 = -1794496.171209
  nChanged 26
		SP:Iteration 76Q (128045.650000 sec): 3 clusters
  Score: Raw -1797665.853326 + Penalty 3165.623570 = -1794500.229756
  nChanged 19
		SP:Iteration 77Q (128045.930000 sec): 3 clusters
  Score: Raw -1797668.666334 + Penalty 3165.623570 = -1794503.042764
  nChanged 25
		SP:Iteration 78Q (128046.180000 sec): 3 clusters
  Score: Raw -1797671.991233 + Penalty 3165.623570 = -1794506.367663
  nChanged 21
		SP:Iteration 79Q (128046.480000 sec): 3 clusters
  Score: Raw -1797675.135646 + Penalty 3165.623570 = -1794509.512076
  nChanged 22
		SP:Iteration 80F (128046.770000 sec): 3 clusters
  Score: Raw -1797678.879258 + Penalty 3165.623570 = -1794513.255688
  nChanged 25
		SP:Iteration 81Q (128047.040000 sec): 3 clusters
  Score: Raw -1797683.103547 + Penalty 3165.623570 = -1794517.479977
  nChanged 25
		SP:Iteration 82Q (128047.290000 sec): 3 clusters
  Score: Raw -1797687.291675 + Penalty 3165.623570 = -1794521.668105
  nChanged 32
		SP:Iteration 83Q (128047.570000 sec): 3 clusters
  Score: Raw -1797692.485011 + Penalty 3165.623570 = -1794526.861441
  nChanged 37
		SP:Iteration 84Q (128047.870000 sec): 3 clusters
  Score: Raw -1797699.509210 + Penalty 3165.623570 = -1794533.885640
  nChanged 40
		SP:Iteration 85Q (128048.110000 sec): 3 clusters
  Score: Raw -1797708.133914 + Penalty 3165.623570 = -1794542.510344
  nChanged 42
		SP:Iteration 86Q (128048.320000 sec): 3 clusters
  Score: Raw -1797717.106467 + Penalty 3165.623570 = -1794551.482897
  nChanged 45
		SP:Iteration 87Q (128048.580000 sec): 3 clusters
  Score: Raw -1797726.540054 + Penalty 3165.623570 = -1794560.916484
  nChanged 44
		SP:Iteration 88Q (128048.840000 sec): 3 clusters
  Score: Raw -1797737.207905 + Penalty 3165.623570 = -1794571.584335
  nChanged 48
		SP:Iteration 89Q (128049.170000 sec): 3 clusters
  Score: Raw -1797748.073494 + Penalty 3165.623570 = -1794582.449925
  nChanged 39
		SP:Iteration 90Q (128049.480000 sec): 3 clusters
  Score: Raw -1797756.938586 + Penalty 3165.623570 = -1794591.315017
  nChanged 38
		SP:Iteration 91Q (128049.720000 sec): 3 clusters
  Score: Raw -1797764.851112 + Penalty 3165.623570 = -1794599.227542
  nChanged 44
		SP:Iteration 92Q (128050.000000 sec): 3 clusters
  Score: Raw -1797775.574746 + Penalty 3165.623570 = -1794609.951177
  nChanged 38
		SP:Iteration 93Q (128050.250000 sec): 3 clusters
  Score: Raw -1797783.087816 + Penalty 3165.623570 = -1794617.464246
  nChanged 30
		SP:Iteration 94Q (128050.570000 sec): 3 clusters
  Score: Raw -1797788.999802 + Penalty 3165.623570 = -1794623.376232
  nChanged 30
		SP:Iteration 95Q (128050.820000 sec): 3 clusters
  Score: Raw -1797794.956904 + Penalty 3165.623570 = -1794629.333334
  nChanged 34
		SP:Iteration 96Q (128051.170000 sec): 3 clusters
  Score: Raw -1797803.463267 + Penalty 3165.623570 = -1794637.839697
  nChanged 37
		SP:Iteration 97Q (128051.430000 sec): 3 clusters
  Score: Raw -1797814.661562 + Penalty 3165.623570 = -1794649.037992
  nChanged 53
		SP:Iteration 98Q (128051.690000 sec): 3 clusters
  Score: Raw -1797831.899658 + Penalty 3165.623570 = -1794666.276088
  nChanged 46
		SP:Iteration 99Q (128051.950000 sec): 3 clusters
  Score: Raw -1797846.222034 + Penalty 3165.623570 = -1794680.598464
  nChanged 48
		SP:Iteration 100F (128052.240000 sec): 3 clusters
  Score: Raw -1797860.200727 + Penalty 3165.623570 = -1794694.577157
  nChanged 40
		SP:Iteration 101Q (128052.460000 sec): 3 clusters
  Score: Raw -1797870.874373 + Penalty 3165.623570 = -1794705.250803
  nChanged 36
		SP:Iteration 102Q (128052.710000 sec): 3 clusters
  Score: Raw -1797879.944480 + Penalty 3165.623570 = -1794714.320911
  nChanged 29
		SP:Iteration 103Q (128052.990000 sec): 3 clusters
  Score: Raw -1797887.165546 + Penalty 3165.623570 = -1794721.541976
  nChanged 27
		SP:Iteration 104Q (128053.210000 sec): 3 clusters
  Score: Raw -1797893.995152 + Penalty 3165.623570 = -1794728.371582
  nChanged 23
		SP:Iteration 105Q (128053.470000 sec): 3 clusters
  Score: Raw -1797900.582390 + Penalty 3165.623570 = -1794734.958820
  nChanged 18
		SP:Iteration 106Q (128053.740000 sec): 3 clusters
  Score: Raw -1797905.833841 + Penalty 3165.623570 = -1794740.210272
  nChanged 22
		SP:Iteration 107Q (128054.040000 sec): 3 clusters
  Score: Raw -1797911.449025 + Penalty 3165.623570 = -1794745.825456
  nChanged 21
		SP:Iteration 108Q (128054.280000 sec): 3 clusters
  Score: Raw -1797917.810325 + Penalty 3165.623570 = -1794752.186755
  nChanged 19
		SP:Iteration 109Q (128054.480000 sec): 3 clusters
  Score: Raw -1797922.986960 + Penalty 3165.623570 = -1794757.363390
  nChanged 18
		SP:Iteration 110Q (128054.710000 sec): 3 clusters
  Score: Raw -1797928.276999 + Penalty 3165.623570 = -1794762.653429
  nChanged 19
		SP:Iteration 111Q (128055.010000 sec): 3 clusters
  Score: Raw -1797932.731016 + Penalty 3165.623570 = -1794767.107447
  nChanged 17
		SP:Iteration 112Q (128055.220000 sec): 3 clusters
  Score: Raw -1797937.447363 + Penalty 3165.623570 = -1794771.823793
  nChanged 19
		SP:Iteration 113Q (128055.460000 sec): 3 clusters
  Score: Raw -1797942.355525 + Penalty 3165.623570 = -1794776.731955
  nChanged 15
		SP:Iteration 114Q (128055.740000 sec): 3 clusters
  Score: Raw -1797945.368826 + Penalty 3165.623570 = -1794779.745257
  nChanged 11
		SP:Iteration 115Q (128055.980000 sec): 3 clusters
  Score: Raw -1797947.252277 + Penalty 3165.623570 = -1794781.628707
  nChanged 8
		SP:Iteration 116Q (128056.260000 sec): 3 clusters
  Score: Raw -1797948.614573 + Penalty 3165.623570 = -1794782.991003
  nChanged 10
		SP:Iteration 117Q (128056.520000 sec): 3 clusters
  Score: Raw -1797951.176696 + Penalty 3165.623570 = -1794785.553126
  nChanged 11
		SP:Iteration 118Q (128056.730000 sec): 3 clusters
  Score: Raw -1797953.204291 + Penalty 3165.623570 = -1794787.580722
  nChanged 12
		SP:Iteration 119Q (128056.990000 sec): 3 clusters
  Score: Raw -1797958.834630 + Penalty 3165.623570 = -1794793.211060
  nChanged 15
		SP:Iteration 120F (128057.210000 sec): 3 clusters
  Score: Raw -1797963.964857 + Penalty 3165.623570 = -1794798.341287
  nChanged 13
		SP:Iteration 121Q (128057.440000 sec): 3 clusters
  Score: Raw -1797966.896601 + Penalty 3165.623570 = -1794801.273031
  nChanged 18
		SP:Iteration 122Q (128057.700000 sec): 3 clusters
  Score: Raw -1797971.501170 + Penalty 3165.623570 = -1794805.877600
  nChanged 10
		SP:Iteration 123Q (128057.940000 sec): 3 clusters
  Score: Raw -1797974.366298 + Penalty 3165.623570 = -1794808.742729
  nChanged 10
		SP:Iteration 124Q (128058.190000 sec): 3 clusters
  Score: Raw -1797977.271917 + Penalty 3165.623570 = -1794811.648347
  nChanged 9
		SP:Iteration 125Q (128058.480000 sec): 3 clusters
  Score: Raw -1797980.540089 + Penalty 3165.623570 = -1794814.916520
  nChanged 9
		SP:Iteration 126Q (128058.690000 sec): 3 clusters
  Score: Raw -1797982.953463 + Penalty 3165.623570 = -1794817.329894
  nChanged 12
		SP:Iteration 127Q (128058.930000 sec): 3 clusters
  Score: Raw -1797985.894266 + Penalty 3165.623570 = -1794820.270697
  nChanged 10
		SP:Iteration 128Q (128059.140000 sec): 3 clusters
  Score: Raw -1797988.793719 + Penalty 3165.623570 = -1794823.170149
  nChanged 12
		SP:Iteration 129Q (128059.350000 sec): 3 clusters
  Score: Raw -1797992.553845 + Penalty 3165.623570 = -1794826.930275
  nChanged 15
		SP:Iteration 130Q (128059.590000 sec): 3 clusters
  Score: Raw -1797998.615057 + Penalty 3165.623570 = -1794832.991487
  nChanged 11
		SP:Iteration 131Q (128059.850000 sec): 3 clusters
  Score: Raw -1798002.026767 + Penalty 3165.623570 = -1794836.403197
  nChanged 15
		SP:Iteration 132Q (128060.070000 sec): 3 clusters
  Score: Raw -1798007.501605 + Penalty 3165.623570 = -1794841.878035
  nChanged 14
		SP:Iteration 133Q (128060.280000 sec): 3 clusters
  Score: Raw -1798011.600592 + Penalty 3165.623570 = -1794845.977023
  nChanged 10
		SP:Iteration 134Q (128060.520000 sec): 3 clusters
  Score: Raw -1798015.212589 + Penalty 3165.623570 = -1794849.589019
  nChanged 12
		SP:Iteration 135Q (128060.760000 sec): 3 clusters
  Score: Raw -1798019.736720 + Penalty 3165.623570 = -1794854.113150
  nChanged 11
		SP:Iteration 136Q (128060.980000 sec): 3 clusters
  Score: Raw -1798025.737777 + Penalty 3165.623570 = -1794860.114207
  nChanged 14
		SP:Iteration 137Q (128061.220000 sec): 3 clusters
  Score: Raw -1798030.279825 + Penalty 3165.623570 = -1794864.656256
  nChanged 7
		SP:Iteration 138Q (128061.490000 sec): 3 clusters
  Score: Raw -1798033.057815 + Penalty 3165.623570 = -1794867.434245
  nChanged 9
		SP:Iteration 139Q (128061.790000 sec): 3 clusters
  Score: Raw -1798037.062932 + Penalty 3165.623570 = -1794871.439362
  nChanged 7
		SP:Iteration 140F (128062.080000 sec): 3 clusters
  Score: Raw -1798039.341289 + Penalty 3165.623570 = -1794873.717720
  nChanged 2
		SP:Iteration 141Q (128062.330000 sec): 3 clusters
  Score: Raw -1798040.264672 + Penalty 3165.623570 = -1794874.641102
  nChanged 3
		SP:Iteration 142Q (128062.610000 sec): 3 clusters
  Score: Raw -1798041.269521 + Penalty 3165.623570 = -1794875.645951
  nChanged 3
		SP:Iteration 143Q (128062.880000 sec): 3 clusters
  Score: Raw -1798042.246524 + Penalty 3165.623570 = -1794876.622954
  nChanged 4
		SP:Iteration 144Q (128063.110000 sec): 3 clusters
  Score: Raw -1798043.012459 + Penalty 3165.623570 = -1794877.388889
  nChanged 0
		SP:Iteration 145F (128063.410000 sec): 3 clusters
  Score: Raw -1798043.012459 + Penalty 3165.623570 = -1794877.388889
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128063.570000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128063.740000 sec): 3 clusters
  Score: Raw -26838.763050 + Penalty 1810.950060 = -25027.812989
  nChanged 42
		SP:Iteration 1F (128063.930000 sec): 3 clusters
  Score: Raw -26923.240439 + Penalty 1810.950060 = -25112.290378
  nChanged 11
		SP:Iteration 2Q (128064.140000 sec): 3 clusters
  Score: Raw -26950.848702 + Penalty 1810.950060 = -25139.898642
  nChanged 3
		SP:Iteration 3Q (128064.270000 sec): 3 clusters
  Score: Raw -26957.518870 + Penalty 1810.950060 = -25146.568810
  nChanged 1
		SP:Iteration 4Q (128064.500000 sec): 3 clusters
  Score: Raw -26960.938657 + Penalty 1810.950060 = -25149.988596
  nChanged 1
		SP:Iteration 5Q (128064.660000 sec): 3 clusters
  Score: Raw -26961.499125 + Penalty 1810.950060 = -25150.549064
  nChanged 0
		SP:Iteration 6F (128064.890000 sec): 3 clusters
  Score: Raw -26961.499125 + Penalty 1810.950060 = -25150.549064
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128065.040000 sec): 2 clusters
  Score: Raw -117012.738478 + Penalty 1176.138956 = -115836.599521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128065.190000 sec): 3 clusters
  Score: Raw -116529.600986 + Penalty 2352.277912 = -114177.323074
  nChanged 456
		SP:Iteration 1F (128065.430000 sec): 3 clusters
  Score: Raw -116942.345951 + Penalty 2352.277912 = -114590.068039
  nChanged 105
		SP:Iteration 2F (128065.590000 sec): 3 clusters
  Score: Raw -117087.264263 + Penalty 2352.277912 = -114734.986351
  nChanged 83
		SP:Iteration 3F (128065.830000 sec): 3 clusters
  Score: Raw -117191.681549 + Penalty 2352.277912 = -114839.403637
  nChanged 70
		SP:Iteration 4F (128066.030000 sec): 3 clusters
  Score: Raw -117293.924397 + Penalty 2352.277912 = -114941.646485
  nChanged 47
		SP:Iteration 5Q (128066.210000 sec): 3 clusters
  Score: Raw -117358.463946 + Penalty 2352.277912 = -115006.186034
  nChanged 37
		SP:Iteration 6Q (128066.430000 sec): 3 clusters
  Score: Raw -117402.476146 + Penalty 2352.277912 = -115050.198234
  nChanged 32
		SP:Iteration 7Q (128066.630000 sec): 3 clusters
  Score: Raw -117437.666097 + Penalty 2352.277912 = -115085.388185
  nChanged 26
		SP:Iteration 8Q (128066.810000 sec): 3 clusters
  Score: Raw -117462.280745 + Penalty 2352.277912 = -115110.002833
  nChanged 15
		SP:Iteration 9Q (128066.950000 sec): 3 clusters
  Score: Raw -117475.216058 + Penalty 2352.277912 = -115122.938145
  nChanged 16
		SP:Iteration 10Q (128067.170000 sec): 3 clusters
  Score: Raw -117486.063952 + Penalty 2352.277912 = -115133.786040
  nChanged 11
		SP:Iteration 11Q (128067.350000 sec): 3 clusters
  Score: Raw -117492.376183 + Penalty 2352.277912 = -115140.098271
  nChanged 6
		SP:Iteration 12Q (128067.560000 sec): 3 clusters
  Score: Raw -117495.063674 + Penalty 2352.277912 = -115142.785761
  nChanged 4
		SP:Iteration 13Q (128067.720000 sec): 3 clusters
  Score: Raw -117498.148616 + Penalty 2352.277912 = -115145.870704
  nChanged 5
		SP:Iteration 14Q (128067.940000 sec): 3 clusters
  Score: Raw -117501.439008 + Penalty 2352.277912 = -115149.161096
  nChanged 7
		SP:Iteration 15Q (128068.140000 sec): 3 clusters
  Score: Raw -117504.843020 + Penalty 2352.277912 = -115152.565107
  nChanged 3
		SP:Iteration 16Q (128068.350000 sec): 3 clusters
  Score: Raw -117506.774478 + Penalty 2352.277912 = -115154.496566
  nChanged 2
		SP:Iteration 17Q (128068.510000 sec): 3 clusters
  Score: Raw -117507.364336 + Penalty 2352.277912 = -115155.086424
  nChanged 1
		SP:Iteration 18Q (128068.710000 sec): 3 clusters
  Score: Raw -117507.982929 + Penalty 2352.277912 = -115155.705017
  nChanged 2
		SP:Iteration 19Q (128068.930000 sec): 3 clusters
  Score: Raw -117508.945508 + Penalty 2352.277912 = -115156.667595
  nChanged 1
		SP:Iteration 20F (128069.150000 sec): 3 clusters
  Score: Raw -117509.768600 + Penalty 2352.277912 = -115157.490687
  nChanged 1
		SP:Iteration 21Q (128069.370000 sec): 3 clusters
  Score: Raw -117517.397420 + Penalty 2352.277912 = -115165.119508
  nChanged 8
		SP:Iteration 22Q (128069.560000 sec): 3 clusters
  Score: Raw -117530.128402 + Penalty 2352.277912 = -115177.850490
  nChanged 3
		SP:Iteration 23Q (128069.770000 sec): 3 clusters
  Score: Raw -117531.489015 + Penalty 2352.277912 = -115179.211103
  nChanged 2
		SP:Iteration 24Q (128069.930000 sec): 3 clusters
  Score: Raw -117532.473494 + Penalty 2352.277912 = -115180.195582
  nChanged 1
		SP:Iteration 25Q (128070.140000 sec): 3 clusters
  Score: Raw -117532.725886 + Penalty 2352.277912 = -115180.447973
  nChanged 1
		SP:Iteration 26Q (128070.310000 sec): 3 clusters
  Score: Raw -117532.859647 + Penalty 2352.277912 = -115180.581735
  nChanged 0
		SP:Iteration 27F (128070.490000 sec): 3 clusters
  Score: Raw -117532.859647 + Penalty 2352.277912 = -115180.581735
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128070.580000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128070.770000 sec): 3 clusters
  Score: Raw -30628.125843 + Penalty 1847.163424 = -28780.962419
  nChanged 45
		SP:Iteration 1F (128070.950000 sec): 3 clusters
  Score: Raw -30736.567819 + Penalty 1847.163424 = -28889.404395
  nChanged 12
		SP:Iteration 2Q (128071.120000 sec): 3 clusters
  Score: Raw -30775.150591 + Penalty 1847.163424 = -28927.987166
  nChanged 7
		SP:Iteration 3Q (128071.330000 sec): 3 clusters
  Score: Raw -30794.308759 + Penalty 1847.163424 = -28947.145335
  nChanged 4
		SP:Iteration 4Q (128071.470000 sec): 3 clusters
  Score: Raw -30822.441161 + Penalty 1847.163424 = -28975.277736
  nChanged 4
		SP:Iteration 5Q (128071.660000 sec): 3 clusters
  Score: Raw -30846.816119 + Penalty 1847.163424 = -28999.652695
  nChanged 4
		SP:Iteration 6Q (128071.820000 sec): 3 clusters
  Score: Raw -30858.187861 + Penalty 1847.163424 = -29011.024436
  nChanged 2
		SP:Iteration 7Q (128071.960000 sec): 3 clusters
  Score: Raw -30860.872259 + Penalty 1847.163424 = -29013.708834
  nChanged 1
		SP:Iteration 8Q (128072.240000 sec): 3 clusters
  Score: Raw -30862.805544 + Penalty 1847.163424 = -29015.642119
  nChanged 1
		SP:Iteration 9Q (128072.430000 sec): 3 clusters
  Score: Raw -30866.006072 + Penalty 1847.163424 = -29018.842648
  nChanged 1
		SP:Iteration 10Q (128072.650000 sec): 3 clusters
  Score: Raw -30868.062692 + Penalty 1847.163424 = -29020.899268
  nChanged 2
		SP:Iteration 11Q (128072.800000 sec): 3 clusters
  Score: Raw -30876.030177 + Penalty 1847.163424 = -29028.866753
  nChanged 4
		SP:Iteration 12Q (128073.020000 sec): 3 clusters
  Score: Raw -30886.125694 + Penalty 1847.163424 = -29038.962270
  nChanged 3
		SP:Iteration 13Q (128073.170000 sec): 3 clusters
  Score: Raw -30897.504325 + Penalty 1847.163424 = -29050.340900
  nChanged 1
		SP:Iteration 14Q (128073.350000 sec): 3 clusters
  Score: Raw -30901.410060 + Penalty 1847.163424 = -29054.246635
  nChanged 2
		SP:Iteration 15Q (128073.540000 sec): 3 clusters
  Score: Raw -30907.231991 + Penalty 1847.163424 = -29060.068567
  nChanged 0
		SP:Iteration 16F (128073.690000 sec): 3 clusters
  Score: Raw -30907.231991 + Penalty 1847.163424 = -29060.068567
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128073.780000 sec): 2 clusters
  Score: Raw -278956.523281 + Penalty 1274.561666 = -277681.961615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128073.980000 sec): 3 clusters
  Score: Raw -277793.604914 + Penalty 2549.123331 = -275244.481583
  nChanged 918
		SP:Iteration 1F (128074.150000 sec): 3 clusters
  Score: Raw -278312.400630 + Penalty 2549.123331 = -275763.277299
  nChanged 166
		SP:Iteration 2F (128074.340000 sec): 3 clusters
  Score: Raw -278410.233294 + Penalty 2549.123331 = -275861.109963
  nChanged 108
		SP:Iteration 3Q (128074.520000 sec): 3 clusters
  Score: Raw -278466.630448 + Penalty 2549.123331 = -275917.507117
  nChanged 75
		SP:Iteration 4Q (128074.710000 sec): 3 clusters
  Score: Raw -278504.305978 + Penalty 2549.123331 = -275955.182646
  nChanged 57
		SP:Iteration 5Q (128074.880000 sec): 3 clusters
  Score: Raw -278533.529440 + Penalty 2549.123331 = -275984.406108
  nChanged 50
		SP:Iteration 6Q (128075.080000 sec): 3 clusters
  Score: Raw -278559.015229 + Penalty 2549.123331 = -276009.891898
  nChanged 36
		SP:Iteration 7Q (128075.270000 sec): 3 clusters
  Score: Raw -278576.248475 + Penalty 2549.123331 = -276027.125143
  nChanged 28
		SP:Iteration 8Q (128075.460000 sec): 3 clusters
  Score: Raw -278587.733393 + Penalty 2549.123331 = -276038.610062
  nChanged 25
		SP:Iteration 9Q (128075.680000 sec): 3 clusters
  Score: Raw -278598.043227 + Penalty 2549.123331 = -276048.919896
  nChanged 23
		SP:Iteration 10Q (128075.840000 sec): 3 clusters
  Score: Raw -278606.836461 + Penalty 2549.123331 = -276057.713130
  nChanged 18
		SP:Iteration 11Q (128076.040000 sec): 3 clusters
  Score: Raw -278614.319488 + Penalty 2549.123331 = -276065.196156
  nChanged 32
		SP:Iteration 12Q (128076.260000 sec): 3 clusters
  Score: Raw -278626.853622 + Penalty 2549.123331 = -276077.730290
  nChanged 17
		SP:Iteration 13Q (128076.420000 sec): 3 clusters
  Score: Raw -278635.158584 + Penalty 2549.123331 = -276086.035253
  nChanged 19
		SP:Iteration 14Q (128076.620000 sec): 3 clusters
  Score: Raw -278642.304062 + Penalty 2549.123331 = -276093.180731
  nChanged 20
		SP:Iteration 15Q (128076.800000 sec): 3 clusters
  Score: Raw -278650.981848 + Penalty 2549.123331 = -276101.858516
  nChanged 24
		SP:Iteration 16Q (128076.960000 sec): 3 clusters
  Score: Raw -278659.048221 + Penalty 2549.123331 = -276109.924890
  nChanged 23
		SP:Iteration 17Q (128077.170000 sec): 3 clusters
  Score: Raw -278666.958651 + Penalty 2549.123331 = -276117.835319
  nChanged 25
		SP:Iteration 18Q (128077.340000 sec): 3 clusters
  Score: Raw -278678.337282 + Penalty 2549.123331 = -276129.213951
  nChanged 30
		SP:Iteration 19Q (128077.500000 sec): 3 clusters
  Score: Raw -278692.455505 + Penalty 2549.123331 = -276143.332174
  nChanged 22
		SP:Iteration 20F (128077.700000 sec): 3 clusters
  Score: Raw -278700.813762 + Penalty 2549.123331 = -276151.690430
  nChanged 15
		SP:Iteration 21Q (128077.860000 sec): 3 clusters
  Score: Raw -278708.401205 + Penalty 2549.123331 = -276159.277874
  nChanged 16
		SP:Iteration 22Q (128078.030000 sec): 3 clusters
  Score: Raw -278715.046586 + Penalty 2549.123331 = -276165.923255
  nChanged 13
		SP:Iteration 23Q (128078.250000 sec): 3 clusters
  Score: Raw -278721.286833 + Penalty 2549.123331 = -276172.163501
  nChanged 12
		SP:Iteration 24Q (128078.420000 sec): 3 clusters
  Score: Raw -278726.469501 + Penalty 2549.123331 = -276177.346170
  nChanged 11
		SP:Iteration 25Q (128078.630000 sec): 3 clusters
  Score: Raw -278731.639654 + Penalty 2549.123331 = -276182.516323
  nChanged 18
		SP:Iteration 26Q (128078.810000 sec): 3 clusters
  Score: Raw -278739.030227 + Penalty 2549.123331 = -276189.906896
  nChanged 25
		SP:Iteration 27Q (128079.040000 sec): 3 clusters
  Score: Raw -278748.100214 + Penalty 2549.123331 = -276198.976883
  nChanged 22
		SP:Iteration 28Q (128079.250000 sec): 3 clusters
  Score: Raw -278759.191484 + Penalty 2549.123331 = -276210.068153
  nChanged 33
		SP:Iteration 29Q (128079.440000 sec): 3 clusters
  Score: Raw -278774.946187 + Penalty 2549.123331 = -276225.822856
  nChanged 38
		SP:Iteration 30Q (128079.670000 sec): 3 clusters
  Score: Raw -278795.085594 + Penalty 2549.123331 = -276245.962262
  nChanged 38
		SP:Iteration 31Q (128079.890000 sec): 3 clusters
  Score: Raw -278814.844316 + Penalty 2549.123331 = -276265.720985
  nChanged 40
		SP:Iteration 32Q (128080.070000 sec): 3 clusters
  Score: Raw -278836.895008 + Penalty 2549.123331 = -276287.771677
  nChanged 28
		SP:Iteration 33Q (128080.270000 sec): 3 clusters
  Score: Raw -278850.765523 + Penalty 2549.123331 = -276301.642191
  nChanged 21
		SP:Iteration 34Q (128080.430000 sec): 3 clusters
  Score: Raw -278857.676383 + Penalty 2549.123331 = -276308.553051
  nChanged 12
		SP:Iteration 35Q (128080.580000 sec): 3 clusters
  Score: Raw -278861.204041 + Penalty 2549.123331 = -276312.080709
  nChanged 7
		SP:Iteration 36Q (128080.730000 sec): 3 clusters
  Score: Raw -278863.030887 + Penalty 2549.123331 = -276313.907555
  nChanged 6
		SP:Iteration 37Q (128080.920000 sec): 3 clusters
  Score: Raw -278865.618176 + Penalty 2549.123331 = -276316.494844
  nChanged 13
		SP:Iteration 38Q (128081.140000 sec): 3 clusters
  Score: Raw -278872.090816 + Penalty 2549.123331 = -276322.967485
  nChanged 25
		SP:Iteration 39Q (128081.300000 sec): 3 clusters
  Score: Raw -278887.816891 + Penalty 2549.123331 = -276338.693560
  nChanged 31
		SP:Iteration 40F (128081.480000 sec): 3 clusters
  Score: Raw -278904.949286 + Penalty 2549.123331 = -276355.825955
  nChanged 27
		SP:Iteration 41Q (128081.690000 sec): 3 clusters
  Score: Raw -278920.250617 + Penalty 2549.123331 = -276371.127286
  nChanged 26
		SP:Iteration 42Q (128081.870000 sec): 3 clusters
  Score: Raw -278934.646381 + Penalty 2549.123331 = -276385.523050
  nChanged 28
		SP:Iteration 43Q (128082.040000 sec): 3 clusters
  Score: Raw -278950.752973 + Penalty 2549.123331 = -276401.629642
  nChanged 27
		SP:Iteration 44Q (128082.190000 sec): 3 clusters
  Score: Raw -278967.929057 + Penalty 2549.123331 = -276418.805725
  nChanged 27
		SP:Iteration 45Q (128082.370000 sec): 3 clusters
  Score: Raw -278984.339680 + Penalty 2549.123331 = -276435.216349
  nChanged 23
		SP:Iteration 46Q (128082.500000 sec): 3 clusters
  Score: Raw -279000.116224 + Penalty 2549.123331 = -276450.992893
  nChanged 28
		SP:Iteration 47Q (128082.650000 sec): 3 clusters
  Score: Raw -279018.593946 + Penalty 2549.123331 = -276469.470614
  nChanged 20
		SP:Iteration 48Q (128082.890000 sec): 3 clusters
  Score: Raw -279031.475277 + Penalty 2549.123331 = -276482.351946
  nChanged 13
		SP:Iteration 49Q (128083.040000 sec): 3 clusters
  Score: Raw -279042.174191 + Penalty 2549.123331 = -276493.050860
  nChanged 7
		SP:Iteration 50Q (128083.260000 sec): 3 clusters
  Score: Raw -279046.204325 + Penalty 2549.123331 = -276497.080994
  nChanged 13
		SP:Iteration 51Q (128083.420000 sec): 3 clusters
  Score: Raw -279052.241594 + Penalty 2549.123331 = -276503.118263
  nChanged 10
		SP:Iteration 52Q (128083.670000 sec): 3 clusters
  Score: Raw -279058.861667 + Penalty 2549.123331 = -276509.738335
  nChanged 11
		SP:Iteration 53Q (128083.880000 sec): 3 clusters
  Score: Raw -279065.020354 + Penalty 2549.123331 = -276515.897022
  nChanged 13
		SP:Iteration 54Q (128084.080000 sec): 3 clusters
  Score: Raw -279071.955798 + Penalty 2549.123331 = -276522.832466
  nChanged 9
		SP:Iteration 55Q (128084.270000 sec): 3 clusters
  Score: Raw -279075.927676 + Penalty 2549.123331 = -276526.804345
  nChanged 11
		SP:Iteration 56Q (128084.470000 sec): 3 clusters
  Score: Raw -279081.893980 + Penalty 2549.123331 = -276532.770649
  nChanged 8
		SP:Iteration 57Q (128084.700000 sec): 3 clusters
  Score: Raw -279086.705418 + Penalty 2549.123331 = -276537.582087
  nChanged 9
		SP:Iteration 58Q (128084.880000 sec): 3 clusters
  Score: Raw -279091.552614 + Penalty 2549.123331 = -276542.429283
  nChanged 11
		SP:Iteration 59Q (128085.080000 sec): 3 clusters
  Score: Raw -279099.327320 + Penalty 2549.123331 = -276550.203989
  nChanged 11
		SP:Iteration 60F (128085.270000 sec): 3 clusters
  Score: Raw -279107.584816 + Penalty 2549.123331 = -276558.461484
  nChanged 8
		SP:Iteration 61Q (128085.450000 sec): 3 clusters
  Score: Raw -279112.705774 + Penalty 2549.123331 = -276563.582443
  nChanged 8
		SP:Iteration 62Q (128085.680000 sec): 3 clusters
  Score: Raw -279117.333380 + Penalty 2549.123331 = -276568.210049
  nChanged 6
		SP:Iteration 63Q (128085.880000 sec): 3 clusters
  Score: Raw -279119.960995 + Penalty 2549.123331 = -276570.837663
  nChanged 3
		SP:Iteration 64Q (128086.110000 sec): 3 clusters
  Score: Raw -279121.468662 + Penalty 2549.123331 = -276572.345331
  nChanged 4
		SP:Iteration 65Q (128086.290000 sec): 3 clusters
  Score: Raw -279123.746746 + Penalty 2549.123331 = -276574.623414
  nChanged 2
		SP:Iteration 66Q (128086.490000 sec): 3 clusters
  Score: Raw -279124.865427 + Penalty 2549.123331 = -276575.742096
  nChanged 4
		SP:Iteration 67Q (128086.690000 sec): 3 clusters
  Score: Raw -279128.898591 + Penalty 2549.123331 = -276579.775260
  nChanged 6
		SP:Iteration 68Q (128086.890000 sec): 3 clusters
  Score: Raw -279134.107348 + Penalty 2549.123331 = -276584.984016
  nChanged 7
		SP:Iteration 69Q (128087.140000 sec): 3 clusters
  Score: Raw -279140.276182 + Penalty 2549.123331 = -276591.152850
  nChanged 5
		SP:Iteration 70Q (128087.320000 sec): 3 clusters
  Score: Raw -279143.488280 + Penalty 2549.123331 = -276594.364948
  nChanged 4
		SP:Iteration 71Q (128087.510000 sec): 3 clusters
  Score: Raw -279145.460415 + Penalty 2549.123331 = -276596.337083
  nChanged 3
		SP:Iteration 72Q (128087.720000 sec): 3 clusters
  Score: Raw -279147.804500 + Penalty 2549.123331 = -276598.681168
  nChanged 2
		SP:Iteration 73Q (128087.930000 sec): 3 clusters
  Score: Raw -279149.231294 + Penalty 2549.123331 = -276600.107962
  nChanged 2
		SP:Iteration 74Q (128088.180000 sec): 3 clusters
  Score: Raw -279149.812692 + Penalty 2549.123331 = -276600.689360
  nChanged 2
		SP:Iteration 75Q (128088.330000 sec): 3 clusters
  Score: Raw -279150.388828 + Penalty 2549.123331 = -276601.265497
  nChanged 2
		SP:Iteration 76Q (128088.570000 sec): 3 clusters
  Score: Raw -279151.169215 + Penalty 2549.123331 = -276602.045884
  nChanged 3
		SP:Iteration 77Q (128088.750000 sec): 3 clusters
  Score: Raw -279152.305707 + Penalty 2549.123331 = -276603.182376
  nChanged 6
		SP:Iteration 78Q (128088.960000 sec): 3 clusters
  Score: Raw -279157.298212 + Penalty 2549.123331 = -276608.174881
  nChanged 7
		SP:Iteration 79Q (128089.150000 sec): 3 clusters
  Score: Raw -279160.539576 + Penalty 2549.123331 = -276611.416244
  nChanged 4
		SP:Iteration 80F (128089.320000 sec): 3 clusters
  Score: Raw -279161.807763 + Penalty 2549.123331 = -276612.684432
  nChanged 1
		SP:Iteration 81Q (128089.470000 sec): 3 clusters
  Score: Raw -279162.265522 + Penalty 2549.123331 = -276613.142190
  nChanged 1
		SP:Iteration 82Q (128089.640000 sec): 3 clusters
  Score: Raw -279162.597199 + Penalty 2549.123331 = -276613.473867
  nChanged 0
		SP:Iteration 83F (128089.860000 sec): 3 clusters
  Score: Raw -279162.597199 + Penalty 2549.123331 = -276613.473867
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128089.960000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128090.150000 sec): 3 clusters
  Score: Raw -49873.918604 + Penalty 1997.557009 = -47876.361596
  nChanged 114
		SP:Iteration 1F (128090.370000 sec): 3 clusters
  Score: Raw -50035.738542 + Penalty 1997.557009 = -48038.181533
  nChanged 34
		SP:Iteration 2F (128090.510000 sec): 3 clusters
  Score: Raw -50092.269684 + Penalty 1997.557009 = -48094.712676
  nChanged 12
		SP:Iteration 3Q (128090.710000 sec): 3 clusters
  Score: Raw -50110.815177 + Penalty 1997.557009 = -48113.258169
  nChanged 10
		SP:Iteration 4Q (128090.910000 sec): 3 clusters
  Score: Raw -50124.005680 + Penalty 1997.557009 = -48126.448671
  nChanged 10
		SP:Iteration 5Q (128091.100000 sec): 3 clusters
  Score: Raw -50142.203828 + Penalty 1997.557009 = -48144.646820
  nChanged 7
		SP:Iteration 6Q (128091.310000 sec): 3 clusters
  Score: Raw -50160.496311 + Penalty 1997.557009 = -48162.939303
  nChanged 4
		SP:Iteration 7Q (128091.520000 sec): 3 clusters
  Score: Raw -50164.913592 + Penalty 1997.557009 = -48167.356583
  nChanged 1
		SP:Iteration 8Q (128091.710000 sec): 3 clusters
  Score: Raw -50167.333335 + Penalty 1997.557009 = -48169.776326
  nChanged 2
		SP:Iteration 9Q (128091.830000 sec): 3 clusters
  Score: Raw -50170.191898 + Penalty 1997.557009 = -48172.634889
  nChanged 2
		SP:Iteration 10Q (128092.010000 sec): 3 clusters
  Score: Raw -50173.165212 + Penalty 1997.557009 = -48175.608203
  nChanged 2
		SP:Iteration 11Q (128092.190000 sec): 3 clusters
  Score: Raw -50176.091186 + Penalty 1997.557009 = -48178.534178
  nChanged 1
		SP:Iteration 12Q (128092.370000 sec): 3 clusters
  Score: Raw -50177.542583 + Penalty 1997.557009 = -48179.985575
  nChanged 0
		SP:Iteration 13F (128092.550000 sec): 3 clusters
  Score: Raw -50177.542583 + Penalty 1997.557009 = -48179.985575
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (167967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128093.370000 sec): 2 clusters
  Score: Raw -17623483.403572 + Penalty 1955.122457 = -17621528.281115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128094.300000 sec): 3 clusters
  Score: Raw -17512454.199486 + Penalty 3910.244913 = -17508543.954572
  nChanged 81068
		SP:Iteration 1F (128095.230000 sec): 3 clusters
  Score: Raw -17560867.556625 + Penalty 3910.244913 = -17556957.311712
  nChanged 5440
		SP:Iteration 2Q (128096.180000 sec): 3 clusters
  Score: Raw -17562304.379946 + Penalty 3910.244913 = -17558394.135033
  nChanged 6012
		SP:Iteration 3Q (128097.060000 sec): 3 clusters
  Score: Raw -17564220.133784 + Penalty 3910.244913 = -17560309.888870
  nChanged 7129
		SP:Iteration 4Q (128097.960000 sec): 3 clusters
  Score: Raw -17567084.935307 + Penalty 3910.244913 = -17563174.690393
  nChanged 8960
		SP:Iteration 5F (128098.950000 sec): 3 clusters
  Score: Raw -17571585.053419 + Penalty 3910.244913 = -17567674.808505
  nChanged 11114
		SP:Iteration 6F (128099.880000 sec): 3 clusters
  Score: Raw -17578784.828398 + Penalty 3910.244913 = -17574874.583485
  nChanged 13047
		SP:Iteration 7F (128100.800000 sec): 3 clusters
  Score: Raw -17589206.238088 + Penalty 3910.244913 = -17585295.993175
  nChanged 12926
		SP:Iteration 8F (128101.820000 sec): 3 clusters
  Score: Raw -17600811.572521 + Penalty 3910.244913 = -17596901.327607
  nChanged 9983
		SP:Iteration 9F (128102.770000 sec): 3 clusters
  Score: Raw -17609863.773748 + Penalty 3910.244913 = -17605953.528835
  nChanged 6478
		SP:Iteration 10Q (128103.790000 sec): 3 clusters
  Score: Raw -17615570.651722 + Penalty 3910.244913 = -17611660.406808
  nChanged 3861
		SP:Iteration 11Q (128104.830000 sec): 3 clusters
  Score: Raw -17618768.285219 + Penalty 3910.244913 = -17614858.040305
  nChanged 2291
		SP:Iteration 12Q (128105.800000 sec): 3 clusters
  Score: Raw -17620578.004332 + Penalty 3910.244913 = -17616667.759418
  nChanged 1509
		SP:Iteration 13Q (128106.690000 sec): 3 clusters
  Score: Raw -17621768.036738 + Penalty 3910.244913 = -17617857.791824
  nChanged 982
		SP:Iteration 14Q (128107.630000 sec): 3 clusters
  Score: Raw -17622480.271480 + Penalty 3910.244913 = -17618570.026566
  nChanged 676
		SP:Iteration 15Q (128108.510000 sec): 3 clusters
  Score: Raw -17622918.152211 + Penalty 3910.244913 = -17619007.907298
  nChanged 450
		SP:Iteration 16Q (128109.370000 sec): 3 clusters
  Score: Raw -17623181.872836 + Penalty 3910.244913 = -17619271.627922
  nChanged 327
		SP:Iteration 17Q (128110.290000 sec): 3 clusters
  Score: Raw -17623366.954332 + Penalty 3910.244913 = -17619456.709419
  nChanged 243
		SP:Iteration 18Q (128111.050000 sec): 3 clusters
  Score: Raw -17623502.966697 + Penalty 3910.244913 = -17619592.721784
  nChanged 198
		SP:Iteration 19Q (128111.760000 sec): 3 clusters
  Score: Raw -17623609.365083 + Penalty 3910.244913 = -17619699.120170
  nChanged 163
		SP:Iteration 20F (128112.540000 sec): 3 clusters
  Score: Raw -17623695.978775 + Penalty 3910.244913 = -17619785.733862
  nChanged 116
		SP:Iteration 21Q (128113.310000 sec): 3 clusters
  Score: Raw -17623751.612895 + Penalty 3910.244913 = -17619841.367981
  nChanged 73
		SP:Iteration 22Q (128114.050000 sec): 3 clusters
  Score: Raw -17623783.211503 + Penalty 3910.244913 = -17619872.966589
  nChanged 57
		SP:Iteration 23Q (128114.790000 sec): 3 clusters
  Score: Raw -17623804.009450 + Penalty 3910.244913 = -17619893.764537
  nChanged 43
		SP:Iteration 24Q (128115.610000 sec): 3 clusters
  Score: Raw -17623819.120824 + Penalty 3910.244913 = -17619908.875911
  nChanged 42
		SP:Iteration 25Q (128116.380000 sec): 3 clusters
  Score: Raw -17623833.377109 + Penalty 3910.244913 = -17619923.132196
  nChanged 28
		SP:Iteration 26Q (128117.100000 sec): 3 clusters
  Score: Raw -17623841.519482 + Penalty 3910.244913 = -17619931.274569
  nChanged 15
		SP:Iteration 27Q (128117.910000 sec): 3 clusters
  Score: Raw -17623846.918536 + Penalty 3910.244913 = -17619936.673623
  nChanged 9
		SP:Iteration 28Q (128118.720000 sec): 3 clusters
  Score: Raw -17623848.916831 + Penalty 3910.244913 = -17619938.671917
  nChanged 5
		SP:Iteration 29Q (128119.590000 sec): 3 clusters
  Score: Raw -17623850.606765 + Penalty 3910.244913 = -17619940.361852
  nChanged 7
		SP:Iteration 30Q (128120.410000 sec): 3 clusters
  Score: Raw -17623852.838128 + Penalty 3910.244913 = -17619942.593214
  nChanged 6
		SP:Iteration 31Q (128121.250000 sec): 3 clusters
  Score: Raw -17623854.776431 + Penalty 3910.244913 = -17619944.531517
  nChanged 7
		SP:Iteration 32Q (128122.130000 sec): 3 clusters
  Score: Raw -17623857.178734 + Penalty 3910.244913 = -17619946.933820
  nChanged 7
		SP:Iteration 33Q (128122.970000 sec): 3 clusters
  Score: Raw -17623859.211987 + Penalty 3910.244913 = -17619948.967074
  nChanged 7
		SP:Iteration 34Q (128123.770000 sec): 3 clusters
  Score: Raw -17623860.967449 + Penalty 3910.244913 = -17619950.722535
  nChanged 7
		SP:Iteration 35Q (128124.550000 sec): 3 clusters
  Score: Raw -17623862.433763 + Penalty 3910.244913 = -17619952.188849
  nChanged 4
		SP:Iteration 36Q (128125.340000 sec): 3 clusters
  Score: Raw -17623863.612107 + Penalty 3910.244913 = -17619953.367194
  nChanged 5
		SP:Iteration 37Q (128126.170000 sec): 3 clusters
  Score: Raw -17623864.721096 + Penalty 3910.244913 = -17619954.476183
  nChanged 1
		SP:Iteration 38Q (128126.950000 sec): 3 clusters
  Score: Raw -17623865.064673 + Penalty 3910.244913 = -17619954.819759
  nChanged 2
		SP:Iteration 39Q (128127.770000 sec): 3 clusters
  Score: Raw -17623866.196812 + Penalty 3910.244913 = -17619955.951899
  nChanged 3
		SP:Iteration 40F (128128.630000 sec): 3 clusters
  Score: Raw -17623867.507462 + Penalty 3910.244913 = -17619957.262549
  nChanged 4
		SP:Iteration 41Q (128129.410000 sec): 3 clusters
  Score: Raw -17623869.170450 + Penalty 3910.244913 = -17619958.925537
  nChanged 6
		SP:Iteration 42Q (128130.230000 sec): 3 clusters
  Score: Raw -17623871.201068 + Penalty 3910.244913 = -17619960.956155
  nChanged 9
		SP:Iteration 43Q (128131.020000 sec): 3 clusters
  Score: Raw -17623873.757474 + Penalty 3910.244913 = -17619963.512561
  nChanged 9
		SP:Iteration 44Q (128131.780000 sec): 3 clusters
  Score: Raw -17623876.911181 + Penalty 3910.244913 = -17619966.666268
  nChanged 11
		SP:Iteration 45Q (128132.610000 sec): 3 clusters
  Score: Raw -17623880.871090 + Penalty 3910.244913 = -17619970.626176
  nChanged 7
		SP:Iteration 46Q (128133.460000 sec): 3 clusters
  Score: Raw -17623883.187061 + Penalty 3910.244913 = -17619972.942147
  nChanged 4
		SP:Iteration 47Q (128134.370000 sec): 3 clusters
  Score: Raw -17623884.008615 + Penalty 3910.244913 = -17619973.763702
  nChanged 1
		SP:Iteration 48Q (128135.220000 sec): 3 clusters
  Score: Raw -17623884.208452 + Penalty 3910.244913 = -17619973.963538
  nChanged 1
		SP:Iteration 49Q (128136.030000 sec): 3 clusters
  Score: Raw -17623884.366205 + Penalty 3910.244913 = -17619974.121292
  nChanged 2
		SP:Iteration 50Q (128136.850000 sec): 3 clusters
  Score: Raw -17623885.026882 + Penalty 3910.244913 = -17619974.781968
  nChanged 2
		SP:Iteration 51Q (128137.600000 sec): 3 clusters
  Score: Raw -17623885.522201 + Penalty 3910.244913 = -17619975.277288
  nChanged 4
		SP:Iteration 52Q (128138.500000 sec): 3 clusters
  Score: Raw -17623887.018057 + Penalty 3910.244913 = -17619976.773143
  nChanged 7
		SP:Iteration 53Q (128139.340000 sec): 3 clusters
  Score: Raw -17623888.689256 + Penalty 3910.244913 = -17619978.444343
  nChanged 4
		SP:Iteration 54Q (128140.200000 sec): 3 clusters
  Score: Raw -17623890.461709 + Penalty 3910.244913 = -17619980.216795
  nChanged 4
		SP:Iteration 55Q (128141.030000 sec): 3 clusters
  Score: Raw -17623891.559991 + Penalty 3910.244913 = -17619981.315078
  nChanged 1
		SP:Iteration 56Q (128141.800000 sec): 3 clusters
  Score: Raw -17623891.675054 + Penalty 3910.244913 = -17619981.430141
  nChanged 1
		SP:Iteration 57Q (128142.620000 sec): 3 clusters
  Score: Raw -17623891.980040 + Penalty 3910.244913 = -17619981.735127
  nChanged 1
		SP:Iteration 58Q (128143.450000 sec): 3 clusters
  Score: Raw -17623892.041506 + Penalty 3910.244913 = -17619981.796593
  nChanged 0
		SP:Iteration 59F (128144.330000 sec): 3 clusters
  Score: Raw -17623892.041506 + Penalty 3910.244913 = -17619981.796593
  nChanged 0
Iteration 499Q (128235.020000 sec): 74 clusters
  Score: Raw -138114598.890735 + Penalty 167577.328758 = -137947021.561976
  nChanged 158
Iteration 500F (128393.870000 sec): 74 clusters
  Score: Raw -138114604.516789 + Penalty 167577.328758 = -137947027.188030
  nChanged 159
Iteration 501Q (128475.830000 sec): 74 clusters
  Score: Raw -138114609.846015 + Penalty 167577.328758 = -137947032.517257
  nChanged 170
Iteration 502Q (128553.710000 sec): 74 clusters
  Score: Raw -138114615.999205 + Penalty 167577.328758 = -137947038.670446
  nChanged 162
Iteration 503Q (128638.950000 sec): 74 clusters
  Score: Raw -138114621.380117 + Penalty 167577.328758 = -137947044.051359
  nChanged 160
Iteration 504Q (128719.260000 sec): 74 clusters
  Score: Raw -138114626.058971 + Penalty 167577.328758 = -137947048.730213
  nChanged 167
Iteration 505Q (128801.400000 sec): 74 clusters
  Score: Raw -138114630.333588 + Penalty 167577.328758 = -137947053.004830
  nChanged 118
Iteration 506Q (128885.660000 sec): 74 clusters
  Score: Raw -138114633.741119 + Penalty 167577.328758 = -137947056.412361
  nChanged 125
Iteration 507Q (128965.780000 sec): 74 clusters
  Score: Raw -138114637.046532 + Penalty 167577.328758 = -137947059.717774
  nChanged 119
Iteration 508Q (129049.650000 sec): 74 clusters
  Score: Raw -138114640.500566 + Penalty 167577.328758 = -137947063.171808
  nChanged 123
Iteration 509Q (129122.760000 sec): 74 clusters
  Score: Raw -138114644.161010 + Penalty 167577.328758 = -137947066.832252
  nChanged 115
Iteration 510Q (129199.800000 sec): 74 clusters
  Score: Raw -138114647.250536 + Penalty 167577.328758 = -137947069.921778
  nChanged 113
Iteration 511Q (129279.590000 sec): 74 clusters
  Score: Raw -138114649.776567 + Penalty 167577.328758 = -137947072.447809
  nChanged 89
Iteration 512Q (129358.290000 sec): 74 clusters
  Score: Raw -138114651.657252 + Penalty 167577.328758 = -137947074.328494
  nChanged 82
Iteration 513Q (129444.330000 sec): 74 clusters
  Score: Raw -138114653.609609 + Penalty 167577.328758 = -137947076.280851
  nChanged 79
Iteration 514Q (129529.650000 sec): 74 clusters
  Score: Raw -138114655.243586 + Penalty 167577.328758 = -137947077.914828
  nChanged 77
Iteration 515Q (129616.420000 sec): 74 clusters
  Score: Raw -138114657.190124 + Penalty 167577.328758 = -137947079.861366
  nChanged 77
Iteration 516Q (129698.180000 sec): 74 clusters
  Score: Raw -138114659.383314 + Penalty 167577.328758 = -137947082.054556
  nChanged 71
Iteration 517Q (129785.500000 sec): 74 clusters
  Score: Raw -138114660.890612 + Penalty 167577.328758 = -137947083.561854
  nChanged 62
Iteration 518Q (129873.330000 sec): 74 clusters
  Score: Raw -138114662.800942 + Penalty 167577.328758 = -137947085.472184
  nChanged 58
Iteration 519Q (129950.870000 sec): 74 clusters
  Score: Raw -138114664.285515 + Penalty 167577.328758 = -137947086.956756
  nChanged 52
Iteration 520F (130113.190000 sec): 74 clusters
  Score: Raw -138114665.911700 + Penalty 167577.328758 = -137947088.582942
  nChanged 47
Iteration 521Q (130188.910000 sec): 74 clusters
  Score: Raw -138114667.960680 + Penalty 167577.328758 = -137947090.631922
  nChanged 33
Iteration 522Q (130281.490000 sec): 74 clusters
  Score: Raw -138114668.772614 + Penalty 167577.328758 = -137947091.443856
  nChanged 35
Iteration 523Q (130368.350000 sec): 74 clusters
  Score: Raw -138114669.925615 + Penalty 167577.328758 = -137947092.596857
  nChanged 30
Iteration 524Q (130465.560000 sec): 74 clusters
  Score: Raw -138114670.504232 + Penalty 167577.328758 = -137947093.175473
  nChanged 31
Iteration 525Q (130559.950000 sec): 74 clusters
  Score: Raw -138114671.008095 + Penalty 167577.328758 = -137947093.679337
  nChanged 25
Iteration 526Q (130647.160000 sec): 74 clusters
  Score: Raw -138114671.393729 + Penalty 167577.328758 = -137947094.064970
  nChanged 25
Iteration 527Q (130744.300000 sec): 74 clusters
  Score: Raw -138114672.000702 + Penalty 167577.328758 = -137947094.671944
  nChanged 23
Iteration 528Q (130837.660000 sec): 74 clusters
  Score: Raw -138114672.504194 + Penalty 167577.328758 = -137947095.175436
  nChanged 20
Iteration 529Q (130934.170000 sec): 74 clusters
  Score: Raw -138114673.039498 + Penalty 167577.328758 = -137947095.710739
  nChanged 26
Iteration 530Q (131026.360000 sec): 74 clusters
  Score: Raw -138114673.553010 + Penalty 167577.328758 = -137947096.224252
  nChanged 19
Iteration 531Q (131112.580000 sec): 74 clusters
  Score: Raw -138114673.935920 + Penalty 167577.328758 = -137947096.607162
  nChanged 21
Iteration 532Q (131193.160000 sec): 74 clusters
  Score: Raw -138114674.304974 + Penalty 167577.328758 = -137947096.976216
  nChanged 20
Iteration 533Q (131287.970000 sec): 74 clusters
  Score: Raw -138114674.671382 + Penalty 167577.328758 = -137947097.342623
  nChanged 18
Iteration 534Q (131389.140000 sec): 74 clusters
  Score: Raw -138114675.017355 + Penalty 167577.328758 = -137947097.688597
  nChanged 20
Iteration 535Q (131488.050000 sec): 74 clusters
  Score: Raw -138114675.342420 + Penalty 167577.328758 = -137947098.013662
  nChanged 21
Iteration 536Q (131582.060000 sec): 74 clusters
  Score: Raw -138114675.763034 + Penalty 167577.328758 = -137947098.434275
  nChanged 19
Iteration 537Q (131673.180000 sec): 74 clusters
  Score: Raw -138114676.084565 + Penalty 167577.328758 = -137947098.755806
  nChanged 14
Iteration 538Q (131776.120000 sec): 74 clusters
  Score: Raw -138114676.310853 + Penalty 167577.328758 = -137947098.982094
  nChanged 11
Writing temp clu file 
Because OldScore, -137947098.755806, is greater than current (better) Score,-137947098.982094 
 Compute initial score before splitting:   Score: Raw -138114676.310853 + Penalty 167577.328758 = -137947098.982094
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131776.590000 sec): 2 clusters
  Score: Raw -113439.550172 + Penalty 1147.884394 = -112291.665778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131776.790000 sec): 3 clusters
  Score: Raw -113027.379082 + Penalty 2295.768787 = -110731.610294
  nChanged 366
		SP:Iteration 1F (131777.050000 sec): 3 clusters
  Score: Raw -113320.963299 + Penalty 2295.768787 = -111025.194512
  nChanged 88
		SP:Iteration 2F (131777.240000 sec): 3 clusters
  Score: Raw -113428.873962 + Penalty 2295.768787 = -111133.105175
  nChanged 68
		SP:Iteration 3F (131777.430000 sec): 3 clusters
  Score: Raw -113514.484923 + Penalty 2295.768787 = -111218.716136
  nChanged 48
		SP:Iteration 4Q (131777.670000 sec): 3 clusters
  Score: Raw -113583.412127 + Penalty 2295.768787 = -111287.643339
  nChanged 53
		SP:Iteration 5Q (131777.840000 sec): 3 clusters
  Score: Raw -113703.182209 + Penalty 2295.768787 = -111407.413421
  nChanged 67
		SP:Iteration 6F (131777.990000 sec): 3 clusters
  Score: Raw -113834.819624 + Penalty 2295.768787 = -111539.050836
  nChanged 60
		SP:Iteration 7F (131778.210000 sec): 3 clusters
  Score: Raw -113923.109121 + Penalty 2295.768787 = -111627.340334
  nChanged 35
		SP:Iteration 8Q (131778.350000 sec): 3 clusters
  Score: Raw -113979.608111 + Penalty 2295.768787 = -111683.839324
  nChanged 35
		SP:Iteration 9Q (131778.540000 sec): 3 clusters
  Score: Raw -114035.677429 + Penalty 2295.768787 = -111739.908642
  nChanged 31
		SP:Iteration 10Q (131778.690000 sec): 3 clusters
  Score: Raw -114085.090999 + Penalty 2295.768787 = -111789.322212
  nChanged 23
		SP:Iteration 11Q (131778.880000 sec): 3 clusters
  Score: Raw -114119.102383 + Penalty 2295.768787 = -111823.333596
  nChanged 24
		SP:Iteration 12Q (131779.120000 sec): 3 clusters
  Score: Raw -114159.439206 + Penalty 2295.768787 = -111863.670419
  nChanged 13
		SP:Iteration 13Q (131779.280000 sec): 3 clusters
  Score: Raw -114179.746752 + Penalty 2295.768787 = -111883.977965
  nChanged 16
		SP:Iteration 14Q (131779.520000 sec): 3 clusters
  Score: Raw -114210.812498 + Penalty 2295.768787 = -111915.043710
  nChanged 11
		SP:Iteration 15Q (131779.690000 sec): 3 clusters
  Score: Raw -114231.024753 + Penalty 2295.768787 = -111935.255966
  nChanged 11
		SP:Iteration 16Q (131779.890000 sec): 3 clusters
  Score: Raw -114249.052613 + Penalty 2295.768787 = -111953.283826
  nChanged 9
		SP:Iteration 17Q (131780.130000 sec): 3 clusters
  Score: Raw -114269.966979 + Penalty 2295.768787 = -111974.198192
  nChanged 6
		SP:Iteration 18Q (131780.260000 sec): 3 clusters
  Score: Raw -114279.819671 + Penalty 2295.768787 = -111984.050884
  nChanged 5
		SP:Iteration 19Q (131780.480000 sec): 3 clusters
  Score: Raw -114289.077404 + Penalty 2295.768787 = -111993.308617
  nChanged 5
		SP:Iteration 20F (131780.710000 sec): 3 clusters
  Score: Raw -114298.599801 + Penalty 2295.768787 = -112002.831013
  nChanged 3
		SP:Iteration 21Q (131780.880000 sec): 3 clusters
  Score: Raw -114306.359673 + Penalty 2295.768787 = -112010.590885
  nChanged 4
		SP:Iteration 22Q (131781.100000 sec): 3 clusters
  Score: Raw -114311.276099 + Penalty 2295.768787 = -112015.507311
  nChanged 2
		SP:Iteration 23Q (131781.300000 sec): 3 clusters
  Score: Raw -114314.593742 + Penalty 2295.768787 = -112018.824955
  nChanged 2
		SP:Iteration 24Q (131781.490000 sec): 3 clusters
  Score: Raw -114321.225109 + Penalty 2295.768787 = -112025.456321
  nChanged 3
		SP:Iteration 25Q (131781.630000 sec): 3 clusters
  Score: Raw -114326.246335 + Penalty 2295.768787 = -112030.477547
  nChanged 5
		SP:Iteration 26Q (131781.810000 sec): 3 clusters
  Score: Raw -114339.604135 + Penalty 2295.768787 = -112043.835348
  nChanged 6
		SP:Iteration 27Q (131782.010000 sec): 3 clusters
  Score: Raw -114353.665106 + Penalty 2295.768787 = -112057.896319
  nChanged 6
		SP:Iteration 28Q (131782.220000 sec): 3 clusters
  Score: Raw -114365.105387 + Penalty 2295.768787 = -112069.336600
  nChanged 2
		SP:Iteration 29Q (131782.410000 sec): 3 clusters
  Score: Raw -114368.403245 + Penalty 2295.768787 = -112072.634458
  nChanged 1
		SP:Iteration 30Q (131782.610000 sec): 3 clusters
  Score: Raw -114370.019505 + Penalty 2295.768787 = -112074.250717
  nChanged 2
		SP:Iteration 31Q (131782.820000 sec): 3 clusters
  Score: Raw -114375.278157 + Penalty 2295.768787 = -112079.509369
  nChanged 2
		SP:Iteration 32Q (131783.000000 sec): 3 clusters
  Score: Raw -114377.763089 + Penalty 2295.768787 = -112081.994301
  nChanged 3
		SP:Iteration 33Q (131783.240000 sec): 3 clusters
  Score: Raw -114383.403980 + Penalty 2295.768787 = -112087.635193
  nChanged 3
		SP:Iteration 34Q (131783.400000 sec): 3 clusters
  Score: Raw -114388.516012 + Penalty 2295.768787 = -112092.747225
  nChanged 2
		SP:Iteration 35Q (131783.630000 sec): 3 clusters
  Score: Raw -114392.074156 + Penalty 2295.768787 = -112096.305368
  nChanged 3
		SP:Iteration 36Q (131783.810000 sec): 3 clusters
  Score: Raw -114399.900015 + Penalty 2295.768787 = -112104.131228
  nChanged 1
		SP:Iteration 37Q (131783.960000 sec): 3 clusters
  Score: Raw -114401.265757 + Penalty 2295.768787 = -112105.496970
  nChanged 0
		SP:Iteration 38F (131784.160000 sec): 3 clusters
  Score: Raw -114401.265757 + Penalty 2295.768787 = -112105.496970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131784.280000 sec): 2 clusters
  Score: Raw -196789.902024 + Penalty 1235.065379 = -195554.836644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131784.480000 sec): 3 clusters
  Score: Raw -195951.888307 + Penalty 2470.130759 = -193481.757549
  nChanged 720
		SP:Iteration 1F (131784.630000 sec): 3 clusters
  Score: Raw -196410.772846 + Penalty 2470.130759 = -193940.642088
  nChanged 160
		SP:Iteration 2F (131784.840000 sec): 3 clusters
  Score: Raw -196510.741854 + Penalty 2470.130759 = -194040.611095
  nChanged 75
		SP:Iteration 3Q (131785.010000 sec): 3 clusters
  Score: Raw -196555.269169 + Penalty 2470.130759 = -194085.138410
  nChanged 52
		SP:Iteration 4Q (131785.220000 sec): 3 clusters
  Score: Raw -196592.844122 + Penalty 2470.130759 = -194122.713363
  nChanged 38
		SP:Iteration 5Q (131785.390000 sec): 3 clusters
  Score: Raw -196614.165128 + Penalty 2470.130759 = -194144.034369
  nChanged 35
		SP:Iteration 6Q (131785.580000 sec): 3 clusters
  Score: Raw -196633.821570 + Penalty 2470.130759 = -194163.690812
  nChanged 27
		SP:Iteration 7Q (131785.790000 sec): 3 clusters
  Score: Raw -196647.514476 + Penalty 2470.130759 = -194177.383718
  nChanged 21
		SP:Iteration 8Q (131785.980000 sec): 3 clusters
  Score: Raw -196657.159480 + Penalty 2470.130759 = -194187.028721
  nChanged 18
		SP:Iteration 9Q (131786.170000 sec): 3 clusters
  Score: Raw -196666.350499 + Penalty 2470.130759 = -194196.219740
  nChanged 19
		SP:Iteration 10Q (131786.380000 sec): 3 clusters
  Score: Raw -196676.684672 + Penalty 2470.130759 = -194206.553914
  nChanged 18
		SP:Iteration 11Q (131786.610000 sec): 3 clusters
  Score: Raw -196686.415448 + Penalty 2470.130759 = -194216.284690
  nChanged 13
		SP:Iteration 12Q (131786.790000 sec): 3 clusters
  Score: Raw -196694.426226 + Penalty 2470.130759 = -194224.295467
  nChanged 18
		SP:Iteration 13Q (131787.000000 sec): 3 clusters
  Score: Raw -196705.879285 + Penalty 2470.130759 = -194235.748526
  nChanged 27
		SP:Iteration 14Q (131787.200000 sec): 3 clusters
  Score: Raw -196720.160888 + Penalty 2470.130759 = -194250.030129
  nChanged 33
		SP:Iteration 15Q (131787.370000 sec): 3 clusters
  Score: Raw -196736.423926 + Penalty 2470.130759 = -194266.293167
  nChanged 36
		SP:Iteration 16Q (131787.540000 sec): 3 clusters
  Score: Raw -196756.888057 + Penalty 2470.130759 = -194286.757298
  nChanged 45
		SP:Iteration 17Q (131787.720000 sec): 3 clusters
  Score: Raw -196789.209155 + Penalty 2470.130759 = -194319.078397
  nChanged 52
		SP:Iteration 18Q (131787.880000 sec): 3 clusters
  Score: Raw -196840.499504 + Penalty 2470.130759 = -194370.368745
  nChanged 59
		SP:Iteration 19Q (131788.060000 sec): 3 clusters
  Score: Raw -196902.931617 + Penalty 2470.130759 = -194432.800858
  nChanged 75
		SP:Iteration 20F (131788.290000 sec): 3 clusters
  Score: Raw -196961.035237 + Penalty 2470.130759 = -194490.904478
  nChanged 64
		SP:Iteration 21Q (131788.450000 sec): 3 clusters
  Score: Raw -197006.197311 + Penalty 2470.130759 = -194536.066552
  nChanged 62
		SP:Iteration 22Q (131788.650000 sec): 3 clusters
  Score: Raw -197049.534075 + Penalty 2470.130759 = -194579.403316
  nChanged 55
		SP:Iteration 23Q (131788.770000 sec): 3 clusters
  Score: Raw -197105.679529 + Penalty 2470.130759 = -194635.548770
  nChanged 57
		SP:Iteration 24Q (131788.900000 sec): 3 clusters
  Score: Raw -197149.764087 + Penalty 2470.130759 = -194679.633328
  nChanged 46
		SP:Iteration 25Q (131789.110000 sec): 3 clusters
  Score: Raw -197180.245602 + Penalty 2470.130759 = -194710.114843
  nChanged 38
		SP:Iteration 26Q (131789.220000 sec): 3 clusters
  Score: Raw -197210.817007 + Penalty 2470.130759 = -194740.686249
  nChanged 41
		SP:Iteration 27Q (131789.440000 sec): 3 clusters
  Score: Raw -197249.486303 + Penalty 2470.130759 = -194779.355544
  nChanged 29
		SP:Iteration 28Q (131789.620000 sec): 3 clusters
  Score: Raw -197271.219153 + Penalty 2470.130759 = -194801.088394
  nChanged 23
		SP:Iteration 29Q (131789.780000 sec): 3 clusters
  Score: Raw -197284.318543 + Penalty 2470.130759 = -194814.187784
  nChanged 14
		SP:Iteration 30Q (131789.890000 sec): 3 clusters
  Score: Raw -197291.180417 + Penalty 2470.130759 = -194821.049659
  nChanged 12
		SP:Iteration 31Q (131790.110000 sec): 3 clusters
  Score: Raw -197297.497235 + Penalty 2470.130759 = -194827.366476
  nChanged 4
		SP:Iteration 32Q (131790.250000 sec): 3 clusters
  Score: Raw -197301.298771 + Penalty 2470.130759 = -194831.168012
  nChanged 6
		SP:Iteration 33Q (131790.420000 sec): 3 clusters
  Score: Raw -197305.686718 + Penalty 2470.130759 = -194835.555959
  nChanged 6
		SP:Iteration 34Q (131790.570000 sec): 3 clusters
  Score: Raw -197308.602584 + Penalty 2470.130759 = -194838.471825
  nChanged 2
		SP:Iteration 35Q (131790.750000 sec): 3 clusters
  Score: Raw -197309.214722 + Penalty 2470.130759 = -194839.083963
  nChanged 1
		SP:Iteration 36Q (131790.900000 sec): 3 clusters
  Score: Raw -197309.544737 + Penalty 2470.130759 = -194839.413979
  nChanged 1
		SP:Iteration 37Q (131791.060000 sec): 3 clusters
  Score: Raw -197310.079906 + Penalty 2470.130759 = -194839.949147
  nChanged 1
		SP:Iteration 38Q (131791.250000 sec): 3 clusters
  Score: Raw -197310.964639 + Penalty 2470.130759 = -194840.833880
  nChanged 2
		SP:Iteration 39Q (131791.450000 sec): 3 clusters
  Score: Raw -197311.352505 + Penalty 2470.130759 = -194841.221747
  nChanged 0
		SP:Iteration 40F (131791.640000 sec): 3 clusters
  Score: Raw -197311.352505 + Penalty 2470.130759 = -194841.221747
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131791.750000 sec): 2 clusters
  Score: Raw -385903.897441 + Penalty 1350.082348 = -384553.815094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131791.890000 sec): 3 clusters
  Score: Raw -383920.847608 + Penalty 2700.164696 = -381220.682912
  nChanged 1603
		SP:Iteration 1F (131792.080000 sec): 3 clusters
  Score: Raw -385061.101812 + Penalty 2700.164696 = -382360.937117
  nChanged 354
		SP:Iteration 2F (131792.270000 sec): 3 clusters
  Score: Raw -385443.243706 + Penalty 2700.164696 = -382743.079010
  nChanged 329
		SP:Iteration 3F (131792.470000 sec): 3 clusters
  Score: Raw -385734.027499 + Penalty 2700.164696 = -383033.862804
  nChanged 220
		SP:Iteration 4F (131792.660000 sec): 3 clusters
  Score: Raw -385882.047350 + Penalty 2700.164696 = -383181.882655
  nChanged 159
		SP:Iteration 5Q (131792.820000 sec): 3 clusters
  Score: Raw -385968.022037 + Penalty 2700.164696 = -383267.857341
  nChanged 136
		SP:Iteration 6Q (131793.000000 sec): 3 clusters
  Score: Raw -386045.219637 + Penalty 2700.164696 = -383345.054941
  nChanged 113
		SP:Iteration 7Q (131793.210000 sec): 3 clusters
  Score: Raw -386113.167089 + Penalty 2700.164696 = -383413.002394
  nChanged 116
		SP:Iteration 8Q (131793.350000 sec): 3 clusters
  Score: Raw -386190.017904 + Penalty 2700.164696 = -383489.853209
  nChanged 110
		SP:Iteration 9Q (131793.540000 sec): 3 clusters
  Score: Raw -386288.181038 + Penalty 2700.164696 = -383588.016343
  nChanged 114
		SP:Iteration 10Q (131793.720000 sec): 3 clusters
  Score: Raw -386406.116665 + Penalty 2700.164696 = -383705.951969
  nChanged 124
		SP:Iteration 11Q (131793.910000 sec): 3 clusters
  Score: Raw -386523.923329 + Penalty 2700.164696 = -383823.758633
  nChanged 105
		SP:Iteration 12Q (131794.060000 sec): 3 clusters
  Score: Raw -386593.299068 + Penalty 2700.164696 = -383893.134372
  nChanged 74
		SP:Iteration 13Q (131794.240000 sec): 3 clusters
  Score: Raw -386633.071574 + Penalty 2700.164696 = -383932.906878
  nChanged 49
		SP:Iteration 14Q (131794.440000 sec): 3 clusters
  Score: Raw -386654.177280 + Penalty 2700.164696 = -383954.012585
  nChanged 41
		SP:Iteration 15Q (131794.590000 sec): 3 clusters
  Score: Raw -386672.362603 + Penalty 2700.164696 = -383972.197908
  nChanged 42
		SP:Iteration 16Q (131794.720000 sec): 3 clusters
  Score: Raw -386693.749548 + Penalty 2700.164696 = -383993.584853
  nChanged 50
		SP:Iteration 17Q (131794.880000 sec): 3 clusters
  Score: Raw -386723.120587 + Penalty 2700.164696 = -384022.955892
  nChanged 46
		SP:Iteration 18Q (131795.060000 sec): 3 clusters
  Score: Raw -386751.402923 + Penalty 2700.164696 = -384051.238227
  nChanged 47
		SP:Iteration 19Q (131795.220000 sec): 3 clusters
  Score: Raw -386776.281359 + Penalty 2700.164696 = -384076.116664
  nChanged 41
		SP:Iteration 20F (131795.430000 sec): 3 clusters
  Score: Raw -386798.713759 + Penalty 2700.164696 = -384098.549064
  nChanged 42
		SP:Iteration 21Q (131795.590000 sec): 3 clusters
  Score: Raw -386827.360612 + Penalty 2700.164696 = -384127.195916
  nChanged 48
		SP:Iteration 22Q (131795.770000 sec): 3 clusters
  Score: Raw -386860.488974 + Penalty 2700.164696 = -384160.324279
  nChanged 39
		SP:Iteration 23Q (131795.940000 sec): 3 clusters
  Score: Raw -386886.929294 + Penalty 2700.164696 = -384186.764598
  nChanged 30
		SP:Iteration 24Q (131796.110000 sec): 3 clusters
  Score: Raw -386915.392625 + Penalty 2700.164696 = -384215.227929
  nChanged 30
		SP:Iteration 25Q (131796.310000 sec): 3 clusters
  Score: Raw -386936.900675 + Penalty 2700.164696 = -384236.735979
  nChanged 30
		SP:Iteration 26Q (131796.470000 sec): 3 clusters
  Score: Raw -386947.149784 + Penalty 2700.164696 = -384246.985088
  nChanged 17
		SP:Iteration 27Q (131796.650000 sec): 3 clusters
  Score: Raw -386952.416604 + Penalty 2700.164696 = -384252.251908
  nChanged 15
		SP:Iteration 28Q (131796.840000 sec): 3 clusters
  Score: Raw -386955.929838 + Penalty 2700.164696 = -384255.765142
  nChanged 11
		SP:Iteration 29Q (131796.990000 sec): 3 clusters
  Score: Raw -386959.235298 + Penalty 2700.164696 = -384259.070603
  nChanged 8
		SP:Iteration 30Q (131797.140000 sec): 3 clusters
  Score: Raw -386961.409987 + Penalty 2700.164696 = -384261.245291
  nChanged 5
		SP:Iteration 31Q (131797.290000 sec): 3 clusters
  Score: Raw -386962.712120 + Penalty 2700.164696 = -384262.547425
  nChanged 7
		SP:Iteration 32Q (131797.410000 sec): 3 clusters
  Score: Raw -386965.157922 + Penalty 2700.164696 = -384264.993227
  nChanged 5
		SP:Iteration 33Q (131797.610000 sec): 3 clusters
  Score: Raw -386966.883154 + Penalty 2700.164696 = -384266.718458
  nChanged 3
		SP:Iteration 34Q (131797.780000 sec): 3 clusters
  Score: Raw -386967.299926 + Penalty 2700.164696 = -384267.135230
  nChanged 1
		SP:Iteration 35Q (131797.930000 sec): 3 clusters
  Score: Raw -386967.348139 + Penalty 2700.164696 = -384267.183443
  nChanged 2
		SP:Iteration 36Q (131798.100000 sec): 3 clusters
  Score: Raw -386967.939504 + Penalty 2700.164696 = -384267.774808
  nChanged 4
		SP:Iteration 37Q (131798.270000 sec): 3 clusters
  Score: Raw -386968.813827 + Penalty 2700.164696 = -384268.649131
  nChanged 5
		SP:Iteration 38Q (131798.440000 sec): 3 clusters
  Score: Raw -386969.526608 + Penalty 2700.164696 = -384269.361912
  nChanged 6
		SP:Iteration 39Q (131798.640000 sec): 3 clusters
  Score: Raw -386970.931066 + Penalty 2700.164696 = -384270.766371
  nChanged 8
		SP:Iteration 40F (131798.830000 sec): 3 clusters
  Score: Raw -386973.481326 + Penalty 2700.164696 = -384273.316631
  nChanged 8
		SP:Iteration 41Q (131799.040000 sec): 3 clusters
  Score: Raw -386976.689271 + Penalty 2700.164696 = -384276.524576
  nChanged 5
		SP:Iteration 42Q (131799.190000 sec): 3 clusters
  Score: Raw -386978.109417 + Penalty 2700.164696 = -384277.944722
  nChanged 3
		SP:Iteration 43Q (131799.360000 sec): 3 clusters
  Score: Raw -386979.080168 + Penalty 2700.164696 = -384278.915472
  nChanged 4
		SP:Iteration 44Q (131799.550000 sec): 3 clusters
  Score: Raw -386980.601757 + Penalty 2700.164696 = -384280.437062
  nChanged 8
		SP:Iteration 45Q (131799.770000 sec): 3 clusters
  Score: Raw -386982.522761 + Penalty 2700.164696 = -384282.358065
  nChanged 4
		SP:Iteration 46Q (131799.960000 sec): 3 clusters
  Score: Raw -386984.642173 + Penalty 2700.164696 = -384284.477477
  nChanged 8
		SP:Iteration 47Q (131800.170000 sec): 3 clusters
  Score: Raw -386986.835758 + Penalty 2700.164696 = -384286.671062
  nChanged 4
		SP:Iteration 48Q (131800.350000 sec): 3 clusters
  Score: Raw -386987.644714 + Penalty 2700.164696 = -384287.480018
  nChanged 2
		SP:Iteration 49Q (131800.560000 sec): 3 clusters
  Score: Raw -386989.551607 + Penalty 2700.164696 = -384289.386912
  nChanged 1
		SP:Iteration 50Q (131800.760000 sec): 3 clusters
  Score: Raw -386989.741429 + Penalty 2700.164696 = -384289.576733
  nChanged 0
		SP:Iteration 51F (131801.000000 sec): 3 clusters
  Score: Raw -386989.741429 + Penalty 2700.164696 = -384289.576733
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131801.090000 sec): 2 clusters
  Score: Raw -885623.809366 + Penalty 1477.139917 = -884146.669449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131801.340000 sec): 3 clusters
  Score: Raw -880658.166331 + Penalty 2954.279835 = -877703.886497
  nChanged 3819
		SP:Iteration 1F (131801.550000 sec): 3 clusters
  Score: Raw -882712.109756 + Penalty 2954.279835 = -879757.829921
  nChanged 548
		SP:Iteration 2F (131801.780000 sec): 3 clusters
  Score: Raw -882999.307767 + Penalty 2954.279835 = -880045.027932
  nChanged 503
		SP:Iteration 3F (131802.000000 sec): 3 clusters
  Score: Raw -883275.703594 + Penalty 2954.279835 = -880321.423759
  nChanged 475
		SP:Iteration 4F (131802.210000 sec): 3 clusters
  Score: Raw -883528.725389 + Penalty 2954.279835 = -880574.445554
  nChanged 437
		SP:Iteration 5Q (131802.470000 sec): 3 clusters
  Score: Raw -883771.583725 + Penalty 2954.279835 = -880817.303890
  nChanged 452
		SP:Iteration 6F (131802.740000 sec): 3 clusters
  Score: Raw -884044.164275 + Penalty 2954.279835 = -881089.884440
  nChanged 448
		SP:Iteration 7F (131802.900000 sec): 3 clusters
  Score: Raw -884351.798920 + Penalty 2954.279835 = -881397.519086
  nChanged 430
		SP:Iteration 8Q (131803.160000 sec): 3 clusters
  Score: Raw -884615.546590 + Penalty 2954.279835 = -881661.266755
  nChanged 364
		SP:Iteration 9Q (131803.350000 sec): 3 clusters
  Score: Raw -884829.853437 + Penalty 2954.279835 = -881875.573602
  nChanged 304
		SP:Iteration 10Q (131803.520000 sec): 3 clusters
  Score: Raw -885004.333666 + Penalty 2954.279835 = -882050.053831
  nChanged 274
		SP:Iteration 11Q (131803.740000 sec): 3 clusters
  Score: Raw -885149.295406 + Penalty 2954.279835 = -882195.015572
  nChanged 241
		SP:Iteration 12Q (131803.920000 sec): 3 clusters
  Score: Raw -885270.274007 + Penalty 2954.279835 = -882315.994172
  nChanged 216
		SP:Iteration 13Q (131804.140000 sec): 3 clusters
  Score: Raw -885374.969923 + Penalty 2954.279835 = -882420.690088
  nChanged 174
		SP:Iteration 14Q (131804.340000 sec): 3 clusters
  Score: Raw -885455.887994 + Penalty 2954.279835 = -882501.608159
  nChanged 152
		SP:Iteration 15Q (131804.540000 sec): 3 clusters
  Score: Raw -885520.332456 + Penalty 2954.279835 = -882566.052621
  nChanged 127
		SP:Iteration 16Q (131804.750000 sec): 3 clusters
  Score: Raw -885563.996138 + Penalty 2954.279835 = -882609.716304
  nChanged 90
		SP:Iteration 17Q (131804.990000 sec): 3 clusters
  Score: Raw -885593.132580 + Penalty 2954.279835 = -882638.852745
  nChanged 75
		SP:Iteration 18Q (131805.180000 sec): 3 clusters
  Score: Raw -885615.328783 + Penalty 2954.279835 = -882661.048948
  nChanged 67
		SP:Iteration 19Q (131805.390000 sec): 3 clusters
  Score: Raw -885635.638303 + Penalty 2954.279835 = -882681.358468
  nChanged 61
		SP:Iteration 20F (131805.620000 sec): 3 clusters
  Score: Raw -885654.048106 + Penalty 2954.279835 = -882699.768271
  nChanged 64
		SP:Iteration 21Q (131805.840000 sec): 3 clusters
  Score: Raw -885673.796633 + Penalty 2954.279835 = -882719.516798
  nChanged 59
		SP:Iteration 22Q (131806.070000 sec): 3 clusters
  Score: Raw -885687.157569 + Penalty 2954.279835 = -882732.877734
  nChanged 50
		SP:Iteration 23Q (131806.240000 sec): 3 clusters
  Score: Raw -885698.404230 + Penalty 2954.279835 = -882744.124395
  nChanged 42
		SP:Iteration 24Q (131806.480000 sec): 3 clusters
  Score: Raw -885709.623870 + Penalty 2954.279835 = -882755.344035
  nChanged 39
		SP:Iteration 25Q (131806.690000 sec): 3 clusters
  Score: Raw -885720.266841 + Penalty 2954.279835 = -882765.987006
  nChanged 48
		SP:Iteration 26Q (131806.910000 sec): 3 clusters
  Score: Raw -885734.513819 + Penalty 2954.279835 = -882780.233984
  nChanged 40
		SP:Iteration 27Q (131807.140000 sec): 3 clusters
  Score: Raw -885746.165111 + Penalty 2954.279835 = -882791.885276
  nChanged 43
		SP:Iteration 28Q (131807.410000 sec): 3 clusters
  Score: Raw -885756.222131 + Penalty 2954.279835 = -882801.942296
  nChanged 31
		SP:Iteration 29Q (131807.650000 sec): 3 clusters
  Score: Raw -885763.675183 + Penalty 2954.279835 = -882809.395348
  nChanged 32
		SP:Iteration 30Q (131807.860000 sec): 3 clusters
  Score: Raw -885772.597335 + Penalty 2954.279835 = -882818.317500
  nChanged 38
		SP:Iteration 31Q (131808.090000 sec): 3 clusters
  Score: Raw -885781.850393 + Penalty 2954.279835 = -882827.570558
  nChanged 37
		SP:Iteration 32Q (131808.340000 sec): 3 clusters
  Score: Raw -885792.468754 + Penalty 2954.279835 = -882838.188919
  nChanged 37
		SP:Iteration 33Q (131808.540000 sec): 3 clusters
  Score: Raw -885803.050889 + Penalty 2954.279835 = -882848.771054
  nChanged 29
		SP:Iteration 34Q (131808.740000 sec): 3 clusters
  Score: Raw -885809.981995 + Penalty 2954.279835 = -882855.702160
  nChanged 29
		SP:Iteration 35Q (131809.000000 sec): 3 clusters
  Score: Raw -885816.540372 + Penalty 2954.279835 = -882862.260537
  nChanged 33
		SP:Iteration 36Q (131809.240000 sec): 3 clusters
  Score: Raw -885822.770856 + Penalty 2954.279835 = -882868.491022
  nChanged 17
		SP:Iteration 37Q (131809.480000 sec): 3 clusters
  Score: Raw -885825.413283 + Penalty 2954.279835 = -882871.133449
  nChanged 12
		SP:Iteration 38Q (131809.730000 sec): 3 clusters
  Score: Raw -885827.554797 + Penalty 2954.279835 = -882873.274962
  nChanged 17
		SP:Iteration 39Q (131809.950000 sec): 3 clusters
  Score: Raw -885829.780482 + Penalty 2954.279835 = -882875.500647
  nChanged 13
		SP:Iteration 40F (131810.180000 sec): 3 clusters
  Score: Raw -885831.705068 + Penalty 2954.279835 = -882877.425233
  nChanged 11
		SP:Iteration 41Q (131810.440000 sec): 3 clusters
  Score: Raw -885833.662539 + Penalty 2954.279835 = -882879.382704
  nChanged 18
		SP:Iteration 42Q (131810.620000 sec): 3 clusters
  Score: Raw -885837.519187 + Penalty 2954.279835 = -882883.239352
  nChanged 25
		SP:Iteration 43Q (131810.840000 sec): 3 clusters
  Score: Raw -885842.573700 + Penalty 2954.279835 = -882888.293865
  nChanged 23
		SP:Iteration 44Q (131811.060000 sec): 3 clusters
  Score: Raw -885846.647139 + Penalty 2954.279835 = -882892.367304
  nChanged 21
		SP:Iteration 45Q (131811.240000 sec): 3 clusters
  Score: Raw -885851.443193 + Penalty 2954.279835 = -882897.163358
  nChanged 17
		SP:Iteration 46Q (131811.430000 sec): 3 clusters
  Score: Raw -885854.639040 + Penalty 2954.279835 = -882900.359205
  nChanged 14
		SP:Iteration 47Q (131811.680000 sec): 3 clusters
  Score: Raw -885857.223138 + Penalty 2954.279835 = -882902.943304
  nChanged 12
		SP:Iteration 48Q (131811.860000 sec): 3 clusters
  Score: Raw -885859.628449 + Penalty 2954.279835 = -882905.348614
  nChanged 14
		SP:Iteration 49Q (131812.100000 sec): 3 clusters
  Score: Raw -885862.289386 + Penalty 2954.279835 = -882908.009551
  nChanged 16
		SP:Iteration 50Q (131812.310000 sec): 3 clusters
  Score: Raw -885866.063410 + Penalty 2954.279835 = -882911.783576
  nChanged 22
		SP:Iteration 51Q (131812.530000 sec): 3 clusters
  Score: Raw -885871.442393 + Penalty 2954.279835 = -882917.162559
  nChanged 23
		SP:Iteration 52Q (131812.740000 sec): 3 clusters
  Score: Raw -885878.095802 + Penalty 2954.279835 = -882923.815967
  nChanged 20
		SP:Iteration 53Q (131812.940000 sec): 3 clusters
  Score: Raw -885885.444152 + Penalty 2954.279835 = -882931.164317
  nChanged 32
		SP:Iteration 54Q (131813.220000 sec): 3 clusters
  Score: Raw -885895.843184 + Penalty 2954.279835 = -882941.563349
  nChanged 35
		SP:Iteration 55Q (131813.570000 sec): 3 clusters
  Score: Raw -885911.783448 + Penalty 2954.279835 = -882957.503613
  nChanged 44
		SP:Iteration 56Q (131813.760000 sec): 3 clusters
  Score: Raw -885932.621659 + Penalty 2954.279835 = -882978.341824
  nChanged 39
		SP:Iteration 57Q (131813.960000 sec): 3 clusters
  Score: Raw -885946.971818 + Penalty 2954.279835 = -882992.691983
  nChanged 32
		SP:Iteration 58Q (131814.210000 sec): 3 clusters
  Score: Raw -885961.060598 + Penalty 2954.279835 = -883006.780764
  nChanged 51
		SP:Iteration 59Q (131814.410000 sec): 3 clusters
  Score: Raw -885984.685063 + Penalty 2954.279835 = -883030.405228
  nChanged 61
		SP:Iteration 60F (131814.640000 sec): 3 clusters
  Score: Raw -886015.413434 + Penalty 2954.279835 = -883061.133599
  nChanged 66
		SP:Iteration 61Q (131814.880000 sec): 3 clusters
  Score: Raw -886050.256790 + Penalty 2954.279835 = -883095.976955
  nChanged 65
		SP:Iteration 62Q (131815.140000 sec): 3 clusters
  Score: Raw -886085.159285 + Penalty 2954.279835 = -883130.879451
  nChanged 60
		SP:Iteration 63Q (131815.380000 sec): 3 clusters
  Score: Raw -886116.072113 + Penalty 2954.279835 = -883161.792278
  nChanged 54
		SP:Iteration 64Q (131815.600000 sec): 3 clusters
  Score: Raw -886138.833412 + Penalty 2954.279835 = -883184.553577
  nChanged 54
		SP:Iteration 65Q (131815.790000 sec): 3 clusters
  Score: Raw -886163.120368 + Penalty 2954.279835 = -883208.840533
  nChanged 54
		SP:Iteration 66Q (131816.060000 sec): 3 clusters
  Score: Raw -886183.994007 + Penalty 2954.279835 = -883229.714172
  nChanged 42
		SP:Iteration 67Q (131816.280000 sec): 3 clusters
  Score: Raw -886199.175728 + Penalty 2954.279835 = -883244.895893
  nChanged 38
		SP:Iteration 68Q (131816.450000 sec): 3 clusters
  Score: Raw -886215.249138 + Penalty 2954.279835 = -883260.969304
  nChanged 35
		SP:Iteration 69Q (131816.710000 sec): 3 clusters
  Score: Raw -886230.191227 + Penalty 2954.279835 = -883275.911392
  nChanged 28
		SP:Iteration 70Q (131816.950000 sec): 3 clusters
  Score: Raw -886240.204817 + Penalty 2954.279835 = -883285.924983
  nChanged 26
		SP:Iteration 71Q (131817.160000 sec): 3 clusters
  Score: Raw -886249.869245 + Penalty 2954.279835 = -883295.589410
  nChanged 27
		SP:Iteration 72Q (131817.400000 sec): 3 clusters
  Score: Raw -886258.496194 + Penalty 2954.279835 = -883304.216359
  nChanged 28
		SP:Iteration 73Q (131817.570000 sec): 3 clusters
  Score: Raw -886268.791890 + Penalty 2954.279835 = -883314.512055
  nChanged 24
		SP:Iteration 74Q (131817.760000 sec): 3 clusters
  Score: Raw -886276.069892 + Penalty 2954.279835 = -883321.790058
  nChanged 16
		SP:Iteration 75Q (131817.940000 sec): 3 clusters
  Score: Raw -886280.900872 + Penalty 2954.279835 = -883326.621037
  nChanged 16
		SP:Iteration 76Q (131818.170000 sec): 3 clusters
  Score: Raw -886285.511940 + Penalty 2954.279835 = -883331.232106
  nChanged 13
		SP:Iteration 77Q (131818.400000 sec): 3 clusters
  Score: Raw -886291.015807 + Penalty 2954.279835 = -883336.735972
  nChanged 13
		SP:Iteration 78Q (131818.610000 sec): 3 clusters
  Score: Raw -886294.297158 + Penalty 2954.279835 = -883340.017323
  nChanged 14
		SP:Iteration 79Q (131818.900000 sec): 3 clusters
  Score: Raw -886297.102953 + Penalty 2954.279835 = -883342.823118
  nChanged 5
		SP:Iteration 80F (131819.080000 sec): 3 clusters
  Score: Raw -886297.697418 + Penalty 2954.279835 = -883343.417583
  nChanged 3
		SP:Iteration 81Q (131819.320000 sec): 3 clusters
  Score: Raw -886298.207198 + Penalty 2954.279835 = -883343.927363
  nChanged 4
		SP:Iteration 82Q (131819.520000 sec): 3 clusters
  Score: Raw -886298.908621 + Penalty 2954.279835 = -883344.628786
  nChanged 3
		SP:Iteration 83Q (131819.760000 sec): 3 clusters
  Score: Raw -886299.324541 + Penalty 2954.279835 = -883345.044707
  nChanged 3
		SP:Iteration 84Q (131820.020000 sec): 3 clusters
  Score: Raw -886300.274569 + Penalty 2954.279835 = -883345.994734
  nChanged 2
		SP:Iteration 85Q (131820.210000 sec): 3 clusters
  Score: Raw -886300.813127 + Penalty 2954.279835 = -883346.533292
  nChanged 2
		SP:Iteration 86Q (131820.400000 sec): 3 clusters
  Score: Raw -886301.098656 + Penalty 2954.279835 = -883346.818821
  nChanged 0
		SP:Iteration 87F (131820.620000 sec): 3 clusters
  Score: Raw -886301.098656 + Penalty 2954.279835 = -883346.818821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131820.740000 sec): 2 clusters
  Score: Raw -511740.632248 + Penalty 1384.563063 = -510356.069184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131820.920000 sec): 3 clusters
  Score: Raw -509109.677780 + Penalty 2769.126127 = -506340.551653
  nChanged 2022
		SP:Iteration 1F (131821.120000 sec): 3 clusters
  Score: Raw -510258.026612 + Penalty 2769.126127 = -507488.900486
  nChanged 330
		SP:Iteration 2F (131821.330000 sec): 3 clusters
  Score: Raw -510442.059778 + Penalty 2769.126127 = -507672.933651
  nChanged 262
		SP:Iteration 3F (131821.500000 sec): 3 clusters
  Score: Raw -510600.040711 + Penalty 2769.126127 = -507830.914584
  nChanged 241
		SP:Iteration 4Q (131821.710000 sec): 3 clusters
  Score: Raw -510724.245194 + Penalty 2769.126127 = -507955.119067
  nChanged 174
		SP:Iteration 5Q (131821.920000 sec): 3 clusters
  Score: Raw -510813.652513 + Penalty 2769.126127 = -508044.526386
  nChanged 152
		SP:Iteration 6Q (131822.150000 sec): 3 clusters
  Score: Raw -510895.160307 + Penalty 2769.126127 = -508126.034180
  nChanged 155
		SP:Iteration 7Q (131822.350000 sec): 3 clusters
  Score: Raw -510959.664103 + Penalty 2769.126127 = -508190.537976
  nChanged 131
		SP:Iteration 8Q (131822.530000 sec): 3 clusters
  Score: Raw -511014.036065 + Penalty 2769.126127 = -508244.909938
  nChanged 116
		SP:Iteration 9Q (131822.730000 sec): 3 clusters
  Score: Raw -511071.676914 + Penalty 2769.126127 = -508302.550787
  nChanged 117
		SP:Iteration 10Q (131822.940000 sec): 3 clusters
  Score: Raw -511129.732895 + Penalty 2769.126127 = -508360.606768
  nChanged 108
		SP:Iteration 11Q (131823.140000 sec): 3 clusters
  Score: Raw -511186.514920 + Penalty 2769.126127 = -508417.388793
  nChanged 109
		SP:Iteration 12Q (131823.370000 sec): 3 clusters
  Score: Raw -511241.967053 + Penalty 2769.126127 = -508472.840927
  nChanged 108
		SP:Iteration 13Q (131823.550000 sec): 3 clusters
  Score: Raw -511300.115756 + Penalty 2769.126127 = -508530.989629
  nChanged 120
		SP:Iteration 14Q (131823.780000 sec): 3 clusters
  Score: Raw -511367.918222 + Penalty 2769.126127 = -508598.792095
  nChanged 113
		SP:Iteration 15Q (131823.960000 sec): 3 clusters
  Score: Raw -511429.652629 + Penalty 2769.126127 = -508660.526502
  nChanged 106
		SP:Iteration 16Q (131824.170000 sec): 3 clusters
  Score: Raw -511488.755989 + Penalty 2769.126127 = -508719.629863
  nChanged 103
		SP:Iteration 17Q (131824.380000 sec): 3 clusters
  Score: Raw -511540.866075 + Penalty 2769.126127 = -508771.739948
  nChanged 96
		SP:Iteration 18Q (131824.580000 sec): 3 clusters
  Score: Raw -511582.343157 + Penalty 2769.126127 = -508813.217031
  nChanged 62
		SP:Iteration 19Q (131824.780000 sec): 3 clusters
  Score: Raw -511608.953087 + Penalty 2769.126127 = -508839.826961
  nChanged 63
		SP:Iteration 20F (131824.930000 sec): 3 clusters
  Score: Raw -511630.196758 + Penalty 2769.126127 = -508861.070631
  nChanged 45
		SP:Iteration 21Q (131825.130000 sec): 3 clusters
  Score: Raw -511649.038343 + Penalty 2769.126127 = -508879.912216
  nChanged 36
		SP:Iteration 22Q (131825.320000 sec): 3 clusters
  Score: Raw -511664.456199 + Penalty 2769.126127 = -508895.330072
  nChanged 41
		SP:Iteration 23Q (131825.540000 sec): 3 clusters
  Score: Raw -511680.954199 + Penalty 2769.126127 = -508911.828072
  nChanged 35
		SP:Iteration 24Q (131825.730000 sec): 3 clusters
  Score: Raw -511693.791457 + Penalty 2769.126127 = -508924.665330
  nChanged 41
		SP:Iteration 25Q (131825.940000 sec): 3 clusters
  Score: Raw -511708.056714 + Penalty 2769.126127 = -508938.930587
  nChanged 40
		SP:Iteration 26Q (131826.100000 sec): 3 clusters
  Score: Raw -511723.297497 + Penalty 2769.126127 = -508954.171370
  nChanged 38
		SP:Iteration 27Q (131826.290000 sec): 3 clusters
  Score: Raw -511739.037555 + Penalty 2769.126127 = -508969.911428
  nChanged 39
		SP:Iteration 28Q (131826.490000 sec): 3 clusters
  Score: Raw -511753.171067 + Penalty 2769.126127 = -508984.044940
  nChanged 35
		SP:Iteration 29Q (131826.710000 sec): 3 clusters
  Score: Raw -511763.548826 + Penalty 2769.126127 = -508994.422699
  nChanged 23
		SP:Iteration 30Q (131826.890000 sec): 3 clusters
  Score: Raw -511772.222892 + Penalty 2769.126127 = -509003.096765
  nChanged 18
		SP:Iteration 31Q (131827.120000 sec): 3 clusters
  Score: Raw -511778.148733 + Penalty 2769.126127 = -509009.022607
  nChanged 20
		SP:Iteration 32Q (131827.290000 sec): 3 clusters
  Score: Raw -511783.880816 + Penalty 2769.126127 = -509014.754689
  nChanged 18
		SP:Iteration 33Q (131827.500000 sec): 3 clusters
  Score: Raw -511788.773446 + Penalty 2769.126127 = -509019.647319
  nChanged 9
		SP:Iteration 34Q (131827.680000 sec): 3 clusters
  Score: Raw -511790.678975 + Penalty 2769.126127 = -509021.552849
  nChanged 4
		SP:Iteration 35Q (131827.880000 sec): 3 clusters
  Score: Raw -511791.282847 + Penalty 2769.126127 = -509022.156720
  nChanged 5
		SP:Iteration 36Q (131828.030000 sec): 3 clusters
  Score: Raw -511791.909762 + Penalty 2769.126127 = -509022.783635
  nChanged 3
		SP:Iteration 37Q (131828.260000 sec): 3 clusters
  Score: Raw -511792.417012 + Penalty 2769.126127 = -509023.290885
  nChanged 3
		SP:Iteration 38Q (131828.410000 sec): 3 clusters
  Score: Raw -511792.884088 + Penalty 2769.126127 = -509023.757961
  nChanged 4
		SP:Iteration 39Q (131828.620000 sec): 3 clusters
  Score: Raw -511793.759057 + Penalty 2769.126127 = -509024.632931
  nChanged 3
		SP:Iteration 40F (131828.780000 sec): 3 clusters
  Score: Raw -511794.471053 + Penalty 2769.126127 = -509025.344926
  nChanged 6
		SP:Iteration 41Q (131828.950000 sec): 3 clusters
  Score: Raw -511795.397463 + Penalty 2769.126127 = -509026.271336
  nChanged 2
		SP:Iteration 42Q (131829.120000 sec): 3 clusters
  Score: Raw -511795.659341 + Penalty 2769.126127 = -509026.533214
  nChanged 3
		SP:Iteration 43Q (131829.300000 sec): 3 clusters
  Score: Raw -511796.398096 + Penalty 2769.126127 = -509027.271970
  nChanged 4
		SP:Iteration 44Q (131829.490000 sec): 3 clusters
  Score: Raw -511797.641629 + Penalty 2769.126127 = -509028.515502
  nChanged 5
		SP:Iteration 45Q (131829.640000 sec): 3 clusters
  Score: Raw -511799.066028 + Penalty 2769.126127 = -509029.939901
  nChanged 7
		SP:Iteration 46Q (131829.840000 sec): 3 clusters
  Score: Raw -511800.014352 + Penalty 2769.126127 = -509030.888225
  nChanged 3
		SP:Iteration 47Q (131830.070000 sec): 3 clusters
  Score: Raw -511800.972831 + Penalty 2769.126127 = -509031.846704
  nChanged 5
		SP:Iteration 48Q (131830.240000 sec): 3 clusters
  Score: Raw -511802.163777 + Penalty 2769.126127 = -509033.037650
  nChanged 5
		SP:Iteration 49Q (131830.420000 sec): 3 clusters
  Score: Raw -511803.204232 + Penalty 2769.126127 = -509034.078105
  nChanged 6
		SP:Iteration 50Q (131830.630000 sec): 3 clusters
  Score: Raw -511804.529135 + Penalty 2769.126127 = -509035.403008
  nChanged 6
		SP:Iteration 51Q (131830.820000 sec): 3 clusters
  Score: Raw -511805.328662 + Penalty 2769.126127 = -509036.202536
  nChanged 3
		SP:Iteration 52Q (131831.020000 sec): 3 clusters
  Score: Raw -511805.907996 + Penalty 2769.126127 = -509036.781870
  nChanged 2
		SP:Iteration 53Q (131831.190000 sec): 3 clusters
  Score: Raw -511806.136457 + Penalty 2769.126127 = -509037.010330
  nChanged 2
		SP:Iteration 54Q (131831.380000 sec): 3 clusters
  Score: Raw -511806.572833 + Penalty 2769.126127 = -509037.446707
  nChanged 3
		SP:Iteration 55Q (131831.570000 sec): 3 clusters
  Score: Raw -511807.128424 + Penalty 2769.126127 = -509038.002297
  nChanged 1
		SP:Iteration 56Q (131831.780000 sec): 3 clusters
  Score: Raw -511807.328599 + Penalty 2769.126127 = -509038.202473
  nChanged 1
		SP:Iteration 57Q (131832.000000 sec): 3 clusters
  Score: Raw -511807.549575 + Penalty 2769.126127 = -509038.423448
  nChanged 0
		SP:Iteration 58F (131832.190000 sec): 3 clusters
  Score: Raw -511807.549575 + Penalty 2769.126127 = -509038.423448
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131832.320000 sec): 2 clusters
  Score: Raw -270600.547839 + Penalty 1283.973820 = -269316.574019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131832.510000 sec): 3 clusters
  Score: Raw -269371.563595 + Penalty 2567.947640 = -266803.615955
  nChanged 1013
		SP:Iteration 1F (131832.680000 sec): 3 clusters
  Score: Raw -269943.444975 + Penalty 2567.947640 = -267375.497335
  nChanged 219
		SP:Iteration 2F (131832.860000 sec): 3 clusters
  Score: Raw -270122.590452 + Penalty 2567.947640 = -267554.642812
  nChanged 188
		SP:Iteration 3F (131833.040000 sec): 3 clusters
  Score: Raw -270318.128075 + Penalty 2567.947640 = -267750.180435
  nChanged 217
		SP:Iteration 4F (131833.260000 sec): 3 clusters
  Score: Raw -270615.133132 + Penalty 2567.947640 = -268047.185492
  nChanged 209
		SP:Iteration 5F (131833.440000 sec): 3 clusters
  Score: Raw -270940.394160 + Penalty 2567.947640 = -268372.446520
  nChanged 194
		SP:Iteration 6F (131833.650000 sec): 3 clusters
  Score: Raw -271229.488561 + Penalty 2567.947640 = -268661.540921
  nChanged 140
		SP:Iteration 7F (131833.830000 sec): 3 clusters
  Score: Raw -271416.550555 + Penalty 2567.947640 = -268848.602915
  nChanged 113
		SP:Iteration 8Q (131834.000000 sec): 3 clusters
  Score: Raw -271546.028837 + Penalty 2567.947640 = -268978.081197
  nChanged 84
		SP:Iteration 9Q (131834.160000 sec): 3 clusters
  Score: Raw -271636.907323 + Penalty 2567.947640 = -269068.959683
  nChanged 58
		SP:Iteration 10Q (131834.310000 sec): 3 clusters
  Score: Raw -271688.684385 + Penalty 2567.947640 = -269120.736745
  nChanged 47
		SP:Iteration 11Q (131834.540000 sec): 3 clusters
  Score: Raw -271718.982528 + Penalty 2567.947640 = -269151.034888
  nChanged 20
		SP:Iteration 12Q (131834.710000 sec): 3 clusters
  Score: Raw -271730.261816 + Penalty 2567.947640 = -269162.314176
  nChanged 20
		SP:Iteration 13Q (131834.870000 sec): 3 clusters
  Score: Raw -271740.160062 + Penalty 2567.947640 = -269172.212422
  nChanged 11
		SP:Iteration 14Q (131835.050000 sec): 3 clusters
  Score: Raw -271744.275295 + Penalty 2567.947640 = -269176.327655
  nChanged 4
		SP:Iteration 15Q (131835.200000 sec): 3 clusters
  Score: Raw -271745.664941 + Penalty 2567.947640 = -269177.717301
  nChanged 2
		SP:Iteration 16Q (131835.410000 sec): 3 clusters
  Score: Raw -271746.156526 + Penalty 2567.947640 = -269178.208886
  nChanged 1
		SP:Iteration 17Q (131835.550000 sec): 3 clusters
  Score: Raw -271746.400340 + Penalty 2567.947640 = -269178.452700
  nChanged 2
		SP:Iteration 18Q (131835.730000 sec): 3 clusters
  Score: Raw -271746.857641 + Penalty 2567.947640 = -269178.910001
  nChanged 3
		SP:Iteration 19Q (131835.920000 sec): 3 clusters
  Score: Raw -271748.098678 + Penalty 2567.947640 = -269180.151038
  nChanged 2
		SP:Iteration 20F (131836.100000 sec): 3 clusters
  Score: Raw -271748.453521 + Penalty 2567.947640 = -269180.505881
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131837.740000 sec): 2 clusters
  Score: Raw -42880457.280695 + Penalty 2099.975967 = -42878357.304727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131839.540000 sec): 3 clusters
  Score: Raw -42605282.102687 + Penalty 4199.951934 = -42601082.150753
  nChanged 200432
		SP:Iteration 1F (131841.270000 sec): 3 clusters
  Score: Raw -42726373.980483 + Penalty 4199.951934 = -42722174.028549
  nChanged 11849
		SP:Iteration 2Q (131843.770000 sec): 3 clusters
  Score: Raw -42729343.805316 + Penalty 4199.951934 = -42725143.853381
  nChanged 14173
		SP:Iteration 3Q (131846.230000 sec): 3 clusters
  Score: Raw -42733710.536505 + Penalty 4199.951934 = -42729510.584571
  nChanged 16870
		SP:Iteration 4Q (131848.500000 sec): 3 clusters
  Score: Raw -42740150.719873 + Penalty 4199.951934 = -42735950.767938
  nChanged 20062
		SP:Iteration 5Q (131850.360000 sec): 3 clusters
  Score: Raw -42749776.512670 + Penalty 4199.951934 = -42745576.560735
  nChanged 23235
		SP:Iteration 6F (131852.220000 sec): 3 clusters
  Score: Raw -42763825.760350 + Penalty 4199.951934 = -42759625.808416
  nChanged 25653
		SP:Iteration 7F (131854.060000 sec): 3 clusters
  Score: Raw -42782760.379487 + Penalty 4199.951934 = -42778560.427552
  nChanged 25662
		SP:Iteration 8F (131855.880000 sec): 3 clusters
  Score: Raw -42802835.641500 + Penalty 4199.951934 = -42798635.689566
  nChanged 21749
		SP:Iteration 9F (131857.640000 sec): 3 clusters
  Score: Raw -42817336.975025 + Penalty 4199.951934 = -42813137.023091
  nChanged 15247
		SP:Iteration 10Q (131859.470000 sec): 3 clusters
  Score: Raw -42824839.955950 + Penalty 4199.951934 = -42820640.004016
  nChanged 10201
		SP:Iteration 11Q (131861.290000 sec): 3 clusters
  Score: Raw -42829143.767867 + Penalty 4199.951934 = -42824943.815932
  nChanged 8422
		SP:Iteration 12Q (131863.200000 sec): 3 clusters
  Score: Raw -42832777.380358 + Penalty 4199.951934 = -42828577.428424
  nChanged 8062
		SP:Iteration 13Q (131865.180000 sec): 3 clusters
  Score: Raw -42836291.528317 + Penalty 4199.951934 = -42832091.576382
  nChanged 8035
		SP:Iteration 14Q (131867.110000 sec): 3 clusters
  Score: Raw -42839854.680132 + Penalty 4199.951934 = -42835654.728198
  nChanged 7606
		SP:Iteration 15Q (131868.770000 sec): 3 clusters
  Score: Raw -42843132.770834 + Penalty 4199.951934 = -42838932.818899
  nChanged 7014
		SP:Iteration 16Q (131870.580000 sec): 3 clusters
  Score: Raw -42846140.601885 + Penalty 4199.951934 = -42841940.649951
  nChanged 6584
		SP:Iteration 17Q (131872.410000 sec): 3 clusters
  Score: Raw -42848874.456958 + Penalty 4199.951934 = -42844674.505024
  nChanged 6240
		SP:Iteration 18Q (131874.060000 sec): 3 clusters
  Score: Raw -42851419.603256 + Penalty 4199.951934 = -42847219.651321
  nChanged 5703
		SP:Iteration 19Q (131875.670000 sec): 3 clusters
  Score: Raw -42853700.323443 + Penalty 4199.951934 = -42849500.371509
  nChanged 5367
		SP:Iteration 20F (131877.440000 sec): 3 clusters
  Score: Raw -42855836.088848 + Penalty 4199.951934 = -42851636.136914
  nChanged 5134
		SP:Iteration 21Q (131879.180000 sec): 3 clusters
  Score: Raw -42857853.826233 + Penalty 4199.951934 = -42853653.874299
  nChanged 4805
		SP:Iteration 22Q (131881.010000 sec): 3 clusters
  Score: Raw -42859770.545253 + Penalty 4199.951934 = -42855570.593318
  nChanged 4534
		SP:Iteration 23Q (131882.770000 sec): 3 clusters
  Score: Raw -42861559.853078 + Penalty 4199.951934 = -42857359.901144
  nChanged 4158
		SP:Iteration 24Q (131884.490000 sec): 3 clusters
  Score: Raw -42863207.135776 + Penalty 4199.951934 = -42859007.183842
  nChanged 3904
		SP:Iteration 25Q (131886.340000 sec): 3 clusters
  Score: Raw -42864763.658253 + Penalty 4199.951934 = -42860563.706319
  nChanged 3559
		SP:Iteration 26Q (131888.710000 sec): 3 clusters
  Score: Raw -42866133.009580 + Penalty 4199.951934 = -42861933.057646
  nChanged 3178
		SP:Iteration 27Q (131890.740000 sec): 3 clusters
  Score: Raw -42867328.330469 + Penalty 4199.951934 = -42863128.378535
  nChanged 2982
		SP:Iteration 28Q (131892.350000 sec): 3 clusters
  Score: Raw -42868418.607647 + Penalty 4199.951934 = -42864218.655713
  nChanged 2798
		SP:Iteration 29Q (131893.870000 sec): 3 clusters
  Score: Raw -42869432.343650 + Penalty 4199.951934 = -42865232.391716
  nChanged 2595
		SP:Iteration 30Q (131895.300000 sec): 3 clusters
  Score: Raw -42870377.733875 + Penalty 4199.951934 = -42866177.781941
  nChanged 2362
		SP:Iteration 31Q (131896.690000 sec): 3 clusters
  Score: Raw -42871203.194193 + Penalty 4199.951934 = -42867003.242258
  nChanged 2182
		SP:Iteration 32Q (131898.140000 sec): 3 clusters
  Score: Raw -42871965.680620 + Penalty 4199.951934 = -42867765.728685
  nChanged 2066
		SP:Iteration 33Q (131899.680000 sec): 3 clusters
  Score: Raw -42872683.445861 + Penalty 4199.951934 = -42868483.493926
  nChanged 1956
		SP:Iteration 34Q (131901.450000 sec): 3 clusters
  Score: Raw -42873349.352262 + Penalty 4199.951934 = -42869149.400327
  nChanged 1770
		SP:Iteration 35Q (131903.290000 sec): 3 clusters
  Score: Raw -42873929.625337 + Penalty 4199.951934 = -42869729.673403
  nChanged 1625
		SP:Iteration 36Q (131904.870000 sec): 3 clusters
  Score: Raw -42874449.890981 + Penalty 4199.951934 = -42870249.939047
  nChanged 1491
		SP:Iteration 37Q (131906.400000 sec): 3 clusters
  Score: Raw -42874916.981992 + Penalty 4199.951934 = -42870717.030057
  nChanged 1432
		SP:Iteration 38Q (131907.960000 sec): 3 clusters
  Score: Raw -42875360.584730 + Penalty 4199.951934 = -42871160.632796
  nChanged 1340
		SP:Iteration 39Q (131909.700000 sec): 3 clusters
  Score: Raw -42875778.173191 + Penalty 4199.951934 = -42871578.221257
  nChanged 1256
		SP:Iteration 40F (131911.770000 sec): 3 clusters
  Score: Raw -42876155.700074 + Penalty 4199.951934 = -42871955.748139
  nChanged 1154
		SP:Iteration 41Q (131913.260000 sec): 3 clusters
  Score: Raw -42876487.753923 + Penalty 4199.951934 = -42872287.801989
  nChanged 1023
		SP:Iteration 42Q (131914.740000 sec): 3 clusters
  Score: Raw -42876765.256312 + Penalty 4199.951934 = -42872565.304378
  nChanged 947
		SP:Iteration 43Q (131916.240000 sec): 3 clusters
  Score: Raw -42877008.506172 + Penalty 4199.951934 = -42872808.554238
  nChanged 889
		SP:Iteration 44Q (131917.720000 sec): 3 clusters
  Score: Raw -42877236.898929 + Penalty 4199.951934 = -42873036.946994
  nChanged 850
		SP:Iteration 45Q (131919.120000 sec): 3 clusters
  Score: Raw -42877455.811330 + Penalty 4199.951934 = -42873255.859395
  nChanged 789
		SP:Iteration 46Q (131920.720000 sec): 3 clusters
  Score: Raw -42877661.828576 + Penalty 4199.951934 = -42873461.876642
  nChanged 791
		SP:Iteration 47Q (131922.080000 sec): 3 clusters
  Score: Raw -42877873.193151 + Penalty 4199.951934 = -42873673.241217
  nChanged 774
		SP:Iteration 48Q (131923.630000 sec): 3 clusters
  Score: Raw -42878086.638263 + Penalty 4199.951934 = -42873886.686329
  nChanged 748
		SP:Iteration 49Q (131925.470000 sec): 3 clusters
  Score: Raw -42878293.647104 + Penalty 4199.951934 = -42874093.695170
  nChanged 702
		SP:Iteration 50Q (131927.060000 sec): 3 clusters
  Score: Raw -42878493.553825 + Penalty 4199.951934 = -42874293.601890
  nChanged 674
		SP:Iteration 51Q (131928.590000 sec): 3 clusters
  Score: Raw -42878683.061094 + Penalty 4199.951934 = -42874483.109160
  nChanged 618
		SP:Iteration 52Q (131930.190000 sec): 3 clusters
  Score: Raw -42878858.236550 + Penalty 4199.951934 = -42874658.284615
  nChanged 598
		SP:Iteration 53Q (131931.860000 sec): 3 clusters
  Score: Raw -42879035.036985 + Penalty 4199.951934 = -42874835.085051
  nChanged 539
		SP:Iteration 54Q (131933.550000 sec): 3 clusters
  Score: Raw -42879194.287493 + Penalty 4199.951934 = -42874994.335559
  nChanged 490
		SP:Iteration 55Q (131935.110000 sec): 3 clusters
  Score: Raw -42879335.648367 + Penalty 4199.951934 = -42875135.696432
  nChanged 455
		SP:Iteration 56Q (131936.740000 sec): 3 clusters
  Score: Raw -42879476.371170 + Penalty 4199.951934 = -42875276.419235
  nChanged 445
		SP:Iteration 57Q (131938.400000 sec): 3 clusters
  Score: Raw -42879617.360619 + Penalty 4199.951934 = -42875417.408685
  nChanged 415
		SP:Iteration 58Q (131939.950000 sec): 3 clusters
  Score: Raw -42879745.136010 + Penalty 4199.951934 = -42875545.184076
  nChanged 372
		SP:Iteration 59Q (131941.560000 sec): 3 clusters
  Score: Raw -42879869.848345 + Penalty 4199.951934 = -42875669.896411
  nChanged 356
		SP:Iteration 60F (131943.240000 sec): 3 clusters
  Score: Raw -42879991.455513 + Penalty 4199.951934 = -42875791.503579
  nChanged 317
		SP:Iteration 61Q (131944.790000 sec): 3 clusters
  Score: Raw -42880103.261585 + Penalty 4199.951934 = -42875903.309651
  nChanged 270
		SP:Iteration 62Q (131946.330000 sec): 3 clusters
  Score: Raw -42880200.280837 + Penalty 4199.951934 = -42876000.328903
  nChanged 226
		SP:Iteration 63Q (131947.890000 sec): 3 clusters
  Score: Raw -42880282.835649 + Penalty 4199.951934 = -42876082.883715
  nChanged 199
		SP:Iteration 64Q (131949.620000 sec): 3 clusters
  Score: Raw -42880353.592117 + Penalty 4199.951934 = -42876153.640182
  nChanged 172
		SP:Iteration 65Q (131951.330000 sec): 3 clusters
  Score: Raw -42880417.530862 + Penalty 4199.951934 = -42876217.578928
  nChanged 150
		SP:Iteration 66Q (131952.720000 sec): 3 clusters
  Score: Raw -42880475.409440 + Penalty 4199.951934 = -42876275.457506
  nChanged 140
		SP:Iteration 67Q (131954.090000 sec): 3 clusters
  Score: Raw -42880535.032738 + Penalty 4199.951934 = -42876335.080804
  nChanged 119
		SP:Iteration 68Q (131955.640000 sec): 3 clusters
  Score: Raw -42880579.639452 + Penalty 4199.951934 = -42876379.687517
  nChanged 100
		SP:Iteration 69Q (131957.250000 sec): 3 clusters
  Score: Raw -42880614.022583 + Penalty 4199.951934 = -42876414.070649
  nChanged 69
		SP:Iteration 70Q (131958.770000 sec): 3 clusters
  Score: Raw -42880635.669027 + Penalty 4199.951934 = -42876435.717092
  nChanged 54
		SP:Iteration 71Q (131960.460000 sec): 3 clusters
  Score: Raw -42880654.397624 + Penalty 4199.951934 = -42876454.445690
  nChanged 53
		SP:Iteration 72Q (131962.460000 sec): 3 clusters
  Score: Raw -42880676.693065 + Penalty 4199.951934 = -42876476.741131
  nChanged 49
		SP:Iteration 73Q (131964.250000 sec): 3 clusters
  Score: Raw -42880694.938286 + Penalty 4199.951934 = -42876494.986352
  nChanged 45
		SP:Iteration 74Q (131965.830000 sec): 3 clusters
  Score: Raw -42880711.000042 + Penalty 4199.951934 = -42876511.048107
  nChanged 38
		SP:Iteration 75Q (131967.400000 sec): 3 clusters
  Score: Raw -42880725.368242 + Penalty 4199.951934 = -42876525.416308
  nChanged 33
		SP:Iteration 76Q (131969.130000 sec): 3 clusters
  Score: Raw -42880738.822520 + Penalty 4199.951934 = -42876538.870585
  nChanged 35
		SP:Iteration 77Q (131970.660000 sec): 3 clusters
  Score: Raw -42880755.287601 + Penalty 4199.951934 = -42876555.335667
  nChanged 41
		SP:Iteration 78Q (131972.320000 sec): 3 clusters
  Score: Raw -42880774.146716 + Penalty 4199.951934 = -42876574.194782
  nChanged 33
		SP:Iteration 79Q (131973.780000 sec): 3 clusters
  Score: Raw -42880785.960417 + Penalty 4199.951934 = -42876586.008483
  nChanged 22
		SP:Iteration 80F (131975.700000 sec): 3 clusters
  Score: Raw -42880793.638810 + Penalty 4199.951934 = -42876593.686876
  nChanged 19
		SP:Iteration 81Q (131977.710000 sec): 3 clusters
  Score: Raw -42880801.613969 + Penalty 4199.951934 = -42876601.662035
  nChanged 18
		SP:Iteration 82Q (131979.250000 sec): 3 clusters
  Score: Raw -42880808.222687 + Penalty 4199.951934 = -42876608.270753
  nChanged 14
		SP:Iteration 83Q (131980.670000 sec): 3 clusters
  Score: Raw -42880814.195169 + Penalty 4199.951934 = -42876614.243234
  nChanged 11
		SP:Iteration 84Q (131982.160000 sec): 3 clusters
  Score: Raw -42880817.104987 + Penalty 4199.951934 = -42876617.153053
  nChanged 8
		SP:Iteration 85Q (131983.710000 sec): 3 clusters
  Score: Raw -42880819.136025 + Penalty 4199.951934 = -42876619.184091
  nChanged 3
		SP:Iteration 86Q (131985.200000 sec): 3 clusters
  Score: Raw -42880820.324648 + Penalty 4199.951934 = -42876620.372713
  nChanged 5
		SP:Iteration 87Q (131986.810000 sec): 3 clusters
  Score: Raw -42880821.890723 + Penalty 4199.951934 = -42876621.938788
  nChanged 1
		SP:Iteration 88Q (131988.510000 sec): 3 clusters
  Score: Raw -42880822.296572 + Penalty 4199.951934 = -42876622.344638
  nChanged 2
		SP:Iteration 89Q (131990.280000 sec): 3 clusters
  Score: Raw -42880822.876888 + Penalty 4199.951934 = -42876622.924953
  nChanged 2
		SP:Iteration 90Q (131991.810000 sec): 3 clusters
  Score: Raw -42880824.124024 + Penalty 4199.951934 = -42876624.172090
  nChanged 3
		SP:Iteration 91Q (131993.280000 sec): 3 clusters
  Score: Raw -42880825.240653 + Penalty 4199.951934 = -42876625.288719
  nChanged 2
		SP:Iteration 92Q (131994.820000 sec): 3 clusters
  Score: Raw -42880825.655725 + Penalty 4199.951934 = -42876625.703790
  nChanged 2
		SP:Iteration 93Q (131996.280000 sec): 3 clusters
  Score: Raw -42880826.048034 + Penalty 4199.951934 = -42876626.096100
  nChanged 1
		SP:Iteration 94Q (131997.820000 sec): 3 clusters
  Score: Raw -42880826.428375 + Penalty 4199.951934 = -42876626.476440
  nChanged 2
		SP:Iteration 95Q (131999.610000 sec): 3 clusters
  Score: Raw -42880827.190012 + Penalty 4199.951934 = -42876627.238078
  nChanged 2
		SP:Iteration 96Q (132001.280000 sec): 3 clusters
  Score: Raw -42880828.140290 + Penalty 4199.951934 = -42876628.188355
  nChanged 4
		SP:Iteration 97Q (132002.890000 sec): 3 clusters
  Score: Raw -42880829.286092 + Penalty 4199.951934 = -42876629.334158
  nChanged 4
		SP:Iteration 98Q (132004.310000 sec): 3 clusters
  Score: Raw -42880830.662182 + Penalty 4199.951934 = -42876630.710248
  nChanged 2
		SP:Iteration 99Q (132005.870000 sec): 3 clusters
  Score: Raw -42880830.935553 + Penalty 4199.951934 = -42876630.983619
  nChanged 1
		SP:Iteration 100F (132007.640000 sec): 3 clusters
  Score: Raw -42880831.172497 + Penalty 4199.951934 = -42876631.220563
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132008.140000 sec): 2 clusters
  Score: Raw -2551170.873066 + Penalty 1637.686523 = -2549533.186543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132008.420000 sec): 3 clusters
  Score: Raw -2536598.677841 + Penalty 3275.373047 = -2533323.304794
  nChanged 10944
		SP:Iteration 1F (132008.780000 sec): 3 clusters
  Score: Raw -2542665.276556 + Penalty 3275.373047 = -2539389.903509
  nChanged 1184
		SP:Iteration 2Q (132009.060000 sec): 3 clusters
  Score: Raw -2543101.142158 + Penalty 3275.373047 = -2539825.769111
  nChanged 1189
		SP:Iteration 3Q (132009.330000 sec): 3 clusters
  Score: Raw -2543575.165804 + Penalty 3275.373047 = -2540299.792757
  nChanged 1204
		SP:Iteration 4F (132009.620000 sec): 3 clusters
  Score: Raw -2544096.145763 + Penalty 3275.373047 = -2540820.772716
  nChanged 1304
		SP:Iteration 5F (132009.900000 sec): 3 clusters
  Score: Raw -2544705.380370 + Penalty 3275.373047 = -2541430.007323
  nChanged 1289
		SP:Iteration 6F (132010.160000 sec): 3 clusters
  Score: Raw -2545333.476511 + Penalty 3275.373047 = -2542058.103465
  nChanged 1247
		SP:Iteration 7F (132010.480000 sec): 3 clusters
  Score: Raw -2545915.156269 + Penalty 3275.373047 = -2542639.783222
  nChanged 1138
		SP:Iteration 8Q (132010.800000 sec): 3 clusters
  Score: Raw -2546463.835225 + Penalty 3275.373047 = -2543188.462178
  nChanged 1024
		SP:Iteration 9Q (132011.060000 sec): 3 clusters
  Score: Raw -2546934.440790 + Penalty 3275.373047 = -2543659.067743
  nChanged 924
		SP:Iteration 10Q (132011.400000 sec): 3 clusters
  Score: Raw -2547364.195775 + Penalty 3275.373047 = -2544088.822728
  nChanged 854
		SP:Iteration 11Q (132011.650000 sec): 3 clusters
  Score: Raw -2547774.074857 + Penalty 3275.373047 = -2544498.701810
  nChanged 832
		SP:Iteration 12Q (132012.000000 sec): 3 clusters
  Score: Raw -2548190.340188 + Penalty 3275.373047 = -2544914.967141
  nChanged 809
		SP:Iteration 13Q (132012.300000 sec): 3 clusters
  Score: Raw -2548651.547348 + Penalty 3275.373047 = -2545376.174301
  nChanged 802
		SP:Iteration 14Q (132012.630000 sec): 3 clusters
  Score: Raw -2549150.107782 + Penalty 3275.373047 = -2545874.734735
  nChanged 732
		SP:Iteration 15Q (132012.970000 sec): 3 clusters
  Score: Raw -2549634.430733 + Penalty 3275.373047 = -2546359.057687
  nChanged 644
		SP:Iteration 16Q (132013.320000 sec): 3 clusters
  Score: Raw -2550097.352746 + Penalty 3275.373047 = -2546821.979699
  nChanged 537
		SP:Iteration 17Q (132013.640000 sec): 3 clusters
  Score: Raw -2550502.748245 + Penalty 3275.373047 = -2547227.375198
  nChanged 379
		SP:Iteration 18Q (132013.980000 sec): 3 clusters
  Score: Raw -2550810.522611 + Penalty 3275.373047 = -2547535.149564
  nChanged 247
		SP:Iteration 19Q (132014.280000 sec): 3 clusters
  Score: Raw -2551013.164952 + Penalty 3275.373047 = -2547737.791905
  nChanged 151
		SP:Iteration 20F (132014.580000 sec): 3 clusters
  Score: Raw -2551121.913114 + Penalty 3275.373047 = -2547846.540067
  nChanged 89
		SP:Iteration 21Q (132014.850000 sec): 3 clusters
  Score: Raw -2551184.676423 + Penalty 3275.373047 = -2547909.303376
  nChanged 67
		SP:Iteration 22Q (132015.160000 sec): 3 clusters
  Score: Raw -2551236.032661 + Penalty 3275.373047 = -2547960.659614
  nChanged 47
		SP:Iteration 23Q (132015.430000 sec): 3 clusters
  Score: Raw -2551273.348273 + Penalty 3275.373047 = -2547997.975226
  nChanged 33
		SP:Iteration 24Q (132015.710000 sec): 3 clusters
  Score: Raw -2551301.018338 + Penalty 3275.373047 = -2548025.645292
  nChanged 25
		SP:Iteration 25Q (132016.050000 sec): 3 clusters
  Score: Raw -2551325.663032 + Penalty 3275.373047 = -2548050.289985
  nChanged 34
		SP:Iteration 26Q (132016.330000 sec): 3 clusters
  Score: Raw -2551353.023521 + Penalty 3275.373047 = -2548077.650474
  nChanged 24
		SP:Iteration 27Q (132016.640000 sec): 3 clusters
  Score: Raw -2551375.073994 + Penalty 3275.373047 = -2548099.700947
  nChanged 19
		SP:Iteration 28Q (132016.930000 sec): 3 clusters
  Score: Raw -2551391.862365 + Penalty 3275.373047 = -2548116.489318
  nChanged 10
		SP:Iteration 29Q (132017.240000 sec): 3 clusters
  Score: Raw -2551399.133222 + Penalty 3275.373047 = -2548123.760175
  nChanged 7
		SP:Iteration 30Q (132017.500000 sec): 3 clusters
  Score: Raw -2551404.840384 + Penalty 3275.373047 = -2548129.467337
  nChanged 3
		SP:Iteration 31Q (132017.800000 sec): 3 clusters
  Score: Raw -2551407.324935 + Penalty 3275.373047 = -2548131.951889
  nChanged 1
		SP:Iteration 32Q (132018.090000 sec): 3 clusters
  Score: Raw -2551407.988497 + Penalty 3275.373047 = -2548132.615450
  nChanged 1
		SP:Iteration 33Q (132018.360000 sec): 3 clusters
  Score: Raw -2551408.806270 + Penalty 3275.373047 = -2548133.433223
  nChanged 2
		SP:Iteration 34Q (132018.670000 sec): 3 clusters
  Score: Raw -2551410.518855 + Penalty 3275.373047 = -2548135.145808
  nChanged 2
		SP:Iteration 35Q (132019.020000 sec): 3 clusters
  Score: Raw -2551412.169745 + Penalty 3275.373047 = -2548136.796698
  nChanged 1
		SP:Iteration 36Q (132019.290000 sec): 3 clusters
  Score: Raw -2551412.879885 + Penalty 3275.373047 = -2548137.506839
  nChanged 1
		SP:Iteration 37Q (132019.540000 sec): 3 clusters
  Score: Raw -2551415.156405 + Penalty 3275.373047 = -2548139.783358
  nChanged 3
		SP:Iteration 38Q (132019.860000 sec): 3 clusters
  Score: Raw -2551417.263744 + Penalty 3275.373047 = -2548141.890698
  nChanged 4
		SP:Iteration 39Q (132020.150000 sec): 3 clusters
  Score: Raw -2551420.518760 + Penalty 3275.373047 = -2548145.145714
  nChanged 4
		SP:Iteration 40F (132020.410000 sec): 3 clusters
  Score: Raw -2551423.314716 + Penalty 3275.373047 = -2548147.941669
  nChanged 4
		SP:Iteration 41Q (132020.740000 sec): 3 clusters
  Score: Raw -2551426.755278 + Penalty 3275.373047 = -2548151.382231
  nChanged 3
		SP:Iteration 42Q (132021.070000 sec): 3 clusters
  Score: Raw -2551428.228456 + Penalty 3275.373047 = -2548152.855409
  nChanged 2
		SP:Iteration 43Q (132021.380000 sec): 3 clusters
  Score: Raw -2551430.796728 + Penalty 3275.373047 = -2548155.423681
  nChanged 1
		SP:Iteration 44Q (132021.690000 sec): 3 clusters
  Score: Raw -2551431.275802 + Penalty 3275.373047 = -2548155.902755
  nChanged 0
		SP:Iteration 45F (132021.970000 sec): 3 clusters
  Score: Raw -2551431.275802 + Penalty 3275.373047 = -2548155.902755
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132022.130000 sec): 2 clusters
  Score: Raw -2219244.016152 + Penalty 1628.377007 = -2217615.639145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132022.440000 sec): 3 clusters
  Score: Raw -2205705.612349 + Penalty 3256.754013 = -2202448.858335
  nChanged 10179
		SP:Iteration 1F (132022.750000 sec): 3 clusters
  Score: Raw -2211652.690305 + Penalty 3256.754013 = -2208395.936291
  nChanged 1365
		SP:Iteration 2F (132023.090000 sec): 3 clusters
  Score: Raw -2212468.614380 + Penalty 3256.754013 = -2209211.860367
  nChanged 1422
		SP:Iteration 3F (132023.370000 sec): 3 clusters
  Score: Raw -2213415.348021 + Penalty 3256.754013 = -2210158.594007
  nChanged 1442
		SP:Iteration 4F (132023.610000 sec): 3 clusters
  Score: Raw -2214366.976203 + Penalty 3256.754013 = -2211110.222190
  nChanged 1447
		SP:Iteration 5F (132023.860000 sec): 3 clusters
  Score: Raw -2215300.363399 + Penalty 3256.754013 = -2212043.609386
  nChanged 1333
		SP:Iteration 6F (132024.220000 sec): 3 clusters
  Score: Raw -2216133.747597 + Penalty 3256.754013 = -2212876.993583
  nChanged 1195
		SP:Iteration 7F (132024.530000 sec): 3 clusters
  Score: Raw -2216943.062385 + Penalty 3256.754013 = -2213686.308371
  nChanged 1021
		SP:Iteration 8Q (132024.890000 sec): 3 clusters
  Score: Raw -2217643.602439 + Penalty 3256.754013 = -2214386.848426
  nChanged 842
		SP:Iteration 9Q (132025.210000 sec): 3 clusters
  Score: Raw -2218176.875826 + Penalty 3256.754013 = -2214920.121812
  nChanged 657
		SP:Iteration 10Q (132025.570000 sec): 3 clusters
  Score: Raw -2218526.930605 + Penalty 3256.754013 = -2215270.176591
  nChanged 487
		SP:Iteration 11Q (132025.880000 sec): 3 clusters
  Score: Raw -2218754.052800 + Penalty 3256.754013 = -2215497.298787
  nChanged 398
		SP:Iteration 12Q (132026.240000 sec): 3 clusters
  Score: Raw -2218912.275173 + Penalty 3256.754013 = -2215655.521159
  nChanged 324
		SP:Iteration 13Q (132026.510000 sec): 3 clusters
  Score: Raw -2219024.867867 + Penalty 3256.754013 = -2215768.113853
  nChanged 265
		SP:Iteration 14Q (132026.870000 sec): 3 clusters
  Score: Raw -2219109.638703 + Penalty 3256.754013 = -2215852.884690
  nChanged 247
		SP:Iteration 15Q (132027.170000 sec): 3 clusters
  Score: Raw -2219181.955358 + Penalty 3256.754013 = -2215925.201344
  nChanged 201
		SP:Iteration 16Q (132027.490000 sec): 3 clusters
  Score: Raw -2219238.827191 + Penalty 3256.754013 = -2215982.073178
  nChanged 182
		SP:Iteration 17Q (132027.810000 sec): 3 clusters
  Score: Raw -2219283.368064 + Penalty 3256.754013 = -2216026.614051
  nChanged 158
		SP:Iteration 18Q (132028.140000 sec): 3 clusters
  Score: Raw -2219312.643159 + Penalty 3256.754013 = -2216055.889146
  nChanged 108
		SP:Iteration 19Q (132028.400000 sec): 3 clusters
  Score: Raw -2219329.269728 + Penalty 3256.754013 = -2216072.515714
  nChanged 82
		SP:Iteration 20F (132028.720000 sec): 3 clusters
  Score: Raw -2219341.627434 + Penalty 3256.754013 = -2216084.873421
  nChanged 76
		SP:Iteration 21Q (132029.040000 sec): 3 clusters
  Score: Raw -2219352.314007 + Penalty 3256.754013 = -2216095.559993
  nChanged 63
		SP:Iteration 22Q (132029.320000 sec): 3 clusters
  Score: Raw -2219360.929141 + Penalty 3256.754013 = -2216104.175128
  nChanged 60
		SP:Iteration 23Q (132029.610000 sec): 3 clusters
  Score: Raw -2219368.224109 + Penalty 3256.754013 = -2216111.470096
  nChanged 49
		SP:Iteration 24Q (132029.900000 sec): 3 clusters
  Score: Raw -2219374.435384 + Penalty 3256.754013 = -2216117.681370
  nChanged 51
		SP:Iteration 25Q (132030.220000 sec): 3 clusters
  Score: Raw -2219379.639003 + Penalty 3256.754013 = -2216122.884989
  nChanged 54
		SP:Iteration 26Q (132030.550000 sec): 3 clusters
  Score: Raw -2219386.009670 + Penalty 3256.754013 = -2216129.255657
  nChanged 49
		SP:Iteration 27Q (132030.840000 sec): 3 clusters
  Score: Raw -2219391.805446 + Penalty 3256.754013 = -2216135.051432
  nChanged 45
		SP:Iteration 28Q (132031.110000 sec): 3 clusters
  Score: Raw -2219397.198345 + Penalty 3256.754013 = -2216140.444331
  nChanged 39
		SP:Iteration 29Q (132031.460000 sec): 3 clusters
  Score: Raw -2219400.960238 + Penalty 3256.754013 = -2216144.206225
  nChanged 32
		SP:Iteration 30Q (132031.740000 sec): 3 clusters
  Score: Raw -2219404.477030 + Penalty 3256.754013 = -2216147.723017
  nChanged 36
		SP:Iteration 31Q (132032.040000 sec): 3 clusters
  Score: Raw -2219409.116132 + Penalty 3256.754013 = -2216152.362119
  nChanged 34
		SP:Iteration 32Q (132032.310000 sec): 3 clusters
  Score: Raw -2219412.421073 + Penalty 3256.754013 = -2216155.667060
  nChanged 35
		SP:Iteration 33Q (132032.620000 sec): 3 clusters
  Score: Raw -2219416.195066 + Penalty 3256.754013 = -2216159.441052
  nChanged 33
		SP:Iteration 34Q (132032.950000 sec): 3 clusters
  Score: Raw -2219420.744191 + Penalty 3256.754013 = -2216163.990177
  nChanged 36
		SP:Iteration 35Q (132033.290000 sec): 3 clusters
  Score: Raw -2219424.957687 + Penalty 3256.754013 = -2216168.203674
  nChanged 35
		SP:Iteration 36Q (132033.580000 sec): 3 clusters
  Score: Raw -2219429.198111 + Penalty 3256.754013 = -2216172.444098
  nChanged 28
		SP:Iteration 37Q (132033.920000 sec): 3 clusters
  Score: Raw -2219431.275762 + Penalty 3256.754013 = -2216174.521749
  nChanged 28
		SP:Iteration 38Q (132034.200000 sec): 3 clusters
  Score: Raw -2219433.110832 + Penalty 3256.754013 = -2216176.356818
  nChanged 14
		SP:Iteration 39Q (132034.550000 sec): 3 clusters
  Score: Raw -2219434.271383 + Penalty 3256.754013 = -2216177.517369
  nChanged 16
		SP:Iteration 40F (132034.850000 sec): 3 clusters
  Score: Raw -2219435.158787 + Penalty 3256.754013 = -2216178.404774
  nChanged 10
		SP:Iteration 41Q (132035.200000 sec): 3 clusters
  Score: Raw -2219435.704965 + Penalty 3256.754013 = -2216178.950952
  nChanged 4
		SP:Iteration 42Q (132035.470000 sec): 3 clusters
  Score: Raw -2219435.828975 + Penalty 3256.754013 = -2216179.074961
  nChanged 4
		SP:Iteration 43Q (132035.790000 sec): 3 clusters
  Score: Raw -2219435.957893 + Penalty 3256.754013 = -2216179.203879
  nChanged 3
		SP:Iteration 44Q (132036.130000 sec): 3 clusters
  Score: Raw -2219436.098043 + Penalty 3256.754013 = -2216179.344030
  nChanged 2
		SP:Iteration 45Q (132036.400000 sec): 3 clusters
  Score: Raw -2219436.184130 + Penalty 3256.754013 = -2216179.430117
  nChanged 2
		SP:Iteration 46Q (132036.730000 sec): 3 clusters
  Score: Raw -2219436.313775 + Penalty 3256.754013 = -2216179.559761
  nChanged 3
		SP:Iteration 47Q (132036.990000 sec): 3 clusters
  Score: Raw -2219436.529265 + Penalty 3256.754013 = -2216179.775252
  nChanged 5
		SP:Iteration 48Q (132037.320000 sec): 3 clusters
  Score: Raw -2219436.817997 + Penalty 3256.754013 = -2216180.063984
  nChanged 4
		SP:Iteration 49Q (132037.620000 sec): 3 clusters
  Score: Raw -2219437.020214 + Penalty 3256.754013 = -2216180.266201
  nChanged 2
		SP:Iteration 50Q (132037.850000 sec): 3 clusters
  Score: Raw -2219437.133297 + Penalty 3256.754013 = -2216180.379284
  nChanged 1
		SP:Iteration 51Q (132038.160000 sec): 3 clusters
  Score: Raw -2219437.150389 + Penalty 3256.754013 = -2216180.396376
  nChanged 1
		SP:Iteration 52Q (132038.440000 sec): 3 clusters
  Score: Raw -2219437.165207 + Penalty 3256.754013 = -2216180.411194
  nChanged 1
		SP:Iteration 53Q (132038.710000 sec): 3 clusters
  Score: Raw -2219437.202294 + Penalty 3256.754013 = -2216180.448281
  nChanged 1
		SP:Iteration 54Q (132039.050000 sec): 3 clusters
  Score: Raw -2219437.233942 + Penalty 3256.754013 = -2216180.479929
  nChanged 1
		SP:Iteration 55Q (132039.330000 sec): 3 clusters
  Score: Raw -2219437.275085 + Penalty 3256.754013 = -2216180.521072
  nChanged 0
		SP:Iteration 56F (132039.630000 sec): 3 clusters
  Score: Raw -2219437.275085 + Penalty 3256.754013 = -2216180.521072
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132039.790000 sec): 2 clusters
  Score: Raw -376557.145348 + Penalty 1345.821272 = -375211.324075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132040.020000 sec): 3 clusters
  Score: Raw -374647.422997 + Penalty 2691.642544 = -371955.780453
  nChanged 1576
		SP:Iteration 1F (132040.210000 sec): 3 clusters
  Score: Raw -375754.786623 + Penalty 2691.642544 = -373063.144079
  nChanged 360
		SP:Iteration 2F (132040.380000 sec): 3 clusters
  Score: Raw -376080.879798 + Penalty 2691.642544 = -373389.237254
  nChanged 292
		SP:Iteration 3F (132040.550000 sec): 3 clusters
  Score: Raw -376314.167879 + Penalty 2691.642544 = -373622.525335
  nChanged 218
		SP:Iteration 4F (132040.710000 sec): 3 clusters
  Score: Raw -376458.169914 + Penalty 2691.642544 = -373766.527370
  nChanged 149
		SP:Iteration 5Q (132040.910000 sec): 3 clusters
  Score: Raw -376549.132155 + Penalty 2691.642544 = -373857.489611
  nChanged 131
		SP:Iteration 6Q (132041.180000 sec): 3 clusters
  Score: Raw -376627.047474 + Penalty 2691.642544 = -373935.404930
  nChanged 130
		SP:Iteration 7Q (132041.410000 sec): 3 clusters
  Score: Raw -376710.669457 + Penalty 2691.642544 = -374019.026913
  nChanged 108
		SP:Iteration 8Q (132041.590000 sec): 3 clusters
  Score: Raw -376764.819033 + Penalty 2691.642544 = -374073.176489
  nChanged 91
		SP:Iteration 9Q (132041.790000 sec): 3 clusters
  Score: Raw -376808.969424 + Penalty 2691.642544 = -374117.326880
  nChanged 82
		SP:Iteration 10Q (132041.990000 sec): 3 clusters
  Score: Raw -376859.133931 + Penalty 2691.642544 = -374167.491387
  nChanged 71
		SP:Iteration 11Q (132042.250000 sec): 3 clusters
  Score: Raw -376899.751153 + Penalty 2691.642544 = -374208.108609
  nChanged 75
		SP:Iteration 12Q (132042.420000 sec): 3 clusters
  Score: Raw -376948.018148 + Penalty 2691.642544 = -374256.375603
  nChanged 88
		SP:Iteration 13Q (132042.620000 sec): 3 clusters
  Score: Raw -377014.883098 + Penalty 2691.642544 = -374323.240553
  nChanged 98
		SP:Iteration 14Q (132042.870000 sec): 3 clusters
  Score: Raw -377097.793340 + Penalty 2691.642544 = -374406.150796
  nChanged 99
		SP:Iteration 15Q (132043.110000 sec): 3 clusters
  Score: Raw -377159.238024 + Penalty 2691.642544 = -374467.595480
  nChanged 68
		SP:Iteration 16Q (132043.250000 sec): 3 clusters
  Score: Raw -377197.275580 + Penalty 2691.642544 = -374505.633035
  nChanged 58
		SP:Iteration 17Q (132043.460000 sec): 3 clusters
  Score: Raw -377228.219979 + Penalty 2691.642544 = -374536.577435
  nChanged 56
		SP:Iteration 18Q (132043.670000 sec): 3 clusters
  Score: Raw -377257.936669 + Penalty 2691.642544 = -374566.294125
  nChanged 43
		SP:Iteration 19Q (132043.870000 sec): 3 clusters
  Score: Raw -377275.056386 + Penalty 2691.642544 = -374583.413842
  nChanged 39
		SP:Iteration 20F (132044.130000 sec): 3 clusters
  Score: Raw -377290.774979 + Penalty 2691.642544 = -374599.132435
  nChanged 30
		SP:Iteration 21Q (132044.340000 sec): 3 clusters
  Score: Raw -377301.025404 + Penalty 2691.642544 = -374609.382860
  nChanged 19
		SP:Iteration 22Q (132044.510000 sec): 3 clusters
  Score: Raw -377305.354927 + Penalty 2691.642544 = -374613.712382
  nChanged 19
		SP:Iteration 23Q (132044.730000 sec): 3 clusters
  Score: Raw -377310.963607 + Penalty 2691.642544 = -374619.321063
  nChanged 11
		SP:Iteration 24Q (132044.920000 sec): 3 clusters
  Score: Raw -377313.574195 + Penalty 2691.642544 = -374621.931650
  nChanged 11
		SP:Iteration 25Q (132045.110000 sec): 3 clusters
  Score: Raw -377316.444349 + Penalty 2691.642544 = -374624.801805
  nChanged 7
		SP:Iteration 26Q (132045.330000 sec): 3 clusters
  Score: Raw -377317.852521 + Penalty 2691.642544 = -374626.209977
  nChanged 6
		SP:Iteration 27Q (132045.530000 sec): 3 clusters
  Score: Raw -377319.068314 + Penalty 2691.642544 = -374627.425770
  nChanged 6
		SP:Iteration 28Q (132045.740000 sec): 3 clusters
  Score: Raw -377320.166123 + Penalty 2691.642544 = -374628.523579
  nChanged 6
		SP:Iteration 29Q (132045.930000 sec): 3 clusters
  Score: Raw -377321.058425 + Penalty 2691.642544 = -374629.415881
  nChanged 4
		SP:Iteration 30Q (132046.150000 sec): 3 clusters
  Score: Raw -377321.562433 + Penalty 2691.642544 = -374629.919889
  nChanged 5
		SP:Iteration 31Q (132046.350000 sec): 3 clusters
  Score: Raw -377322.928772 + Penalty 2691.642544 = -374631.286228
  nChanged 8
		SP:Iteration 32Q (132046.570000 sec): 3 clusters
  Score: Raw -377325.068732 + Penalty 2691.642544 = -374633.426188
  nChanged 3
		SP:Iteration 33Q (132046.770000 sec): 3 clusters
  Score: Raw -377325.987987 + Penalty 2691.642544 = -374634.345443
  nChanged 3
		SP:Iteration 34Q (132046.950000 sec): 3 clusters
  Score: Raw -377326.356020 + Penalty 2691.642544 = -374634.713476
  nChanged 1
		SP:Iteration 35Q (132047.180000 sec): 3 clusters
  Score: Raw -377326.486963 + Penalty 2691.642544 = -374634.844418
  nChanged 1
		SP:Iteration 36Q (132047.350000 sec): 3 clusters
  Score: Raw -377326.794285 + Penalty 2691.642544 = -374635.151741
  nChanged 2
		SP:Iteration 37Q (132047.570000 sec): 3 clusters
  Score: Raw -377327.439033 + Penalty 2691.642544 = -374635.796488
  nChanged 3
		SP:Iteration 38Q (132047.830000 sec): 3 clusters
  Score: Raw -377327.718114 + Penalty 2691.642544 = -374636.075570
  nChanged 0
		SP:Iteration 39F (132048.050000 sec): 3 clusters
  Score: Raw -377327.718114 + Penalty 2691.642544 = -374636.075570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132048.190000 sec): 2 clusters
  Score: Raw -708897.029022 + Penalty 1441.482738 = -707455.546283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132048.490000 sec): 3 clusters
  Score: Raw -705019.027505 + Penalty 2882.965476 = -702136.062029
  nChanged 2979
		SP:Iteration 1F (132048.750000 sec): 3 clusters
  Score: Raw -706611.098754 + Penalty 2882.965476 = -703728.133278
  nChanged 513
		SP:Iteration 2F (132048.920000 sec): 3 clusters
  Score: Raw -706890.511532 + Penalty 2882.965476 = -704007.546055
  nChanged 395
		SP:Iteration 3F (132049.150000 sec): 3 clusters
  Score: Raw -707070.445251 + Penalty 2882.965476 = -704187.479774
  nChanged 313
		SP:Iteration 4Q (132049.460000 sec): 3 clusters
  Score: Raw -707214.781441 + Penalty 2882.965476 = -704331.815964
  nChanged 281
		SP:Iteration 5Q (132049.730000 sec): 3 clusters
  Score: Raw -707362.534038 + Penalty 2882.965476 = -704479.568562
  nChanged 266
		SP:Iteration 6Q (132049.940000 sec): 3 clusters
  Score: Raw -707486.704220 + Penalty 2882.965476 = -704603.738743
  nChanged 249
		SP:Iteration 7Q (132050.170000 sec): 3 clusters
  Score: Raw -707604.039598 + Penalty 2882.965476 = -704721.074122
  nChanged 234
		SP:Iteration 8Q (132050.410000 sec): 3 clusters
  Score: Raw -707709.338715 + Penalty 2882.965476 = -704826.373239
  nChanged 246
		SP:Iteration 9Q (132050.670000 sec): 3 clusters
  Score: Raw -707848.783672 + Penalty 2882.965476 = -704965.818195
  nChanged 231
		SP:Iteration 10Q (132050.870000 sec): 3 clusters
  Score: Raw -707971.588308 + Penalty 2882.965476 = -705088.622832
  nChanged 225
		SP:Iteration 11Q (132051.110000 sec): 3 clusters
  Score: Raw -708093.304254 + Penalty 2882.965476 = -705210.338778
  nChanged 211
		SP:Iteration 12Q (132051.330000 sec): 3 clusters
  Score: Raw -708211.655879 + Penalty 2882.965476 = -705328.690403
  nChanged 206
		SP:Iteration 13Q (132051.510000 sec): 3 clusters
  Score: Raw -708333.271054 + Penalty 2882.965476 = -705450.305578
  nChanged 191
		SP:Iteration 14Q (132051.720000 sec): 3 clusters
  Score: Raw -708451.760323 + Penalty 2882.965476 = -705568.794847
  nChanged 157
		SP:Iteration 15Q (132051.980000 sec): 3 clusters
  Score: Raw -708550.778790 + Penalty 2882.965476 = -705667.813314
  nChanged 139
		SP:Iteration 16Q (132052.190000 sec): 3 clusters
  Score: Raw -708636.603117 + Penalty 2882.965476 = -705753.637640
  nChanged 124
		SP:Iteration 17Q (132052.460000 sec): 3 clusters
  Score: Raw -708706.724735 + Penalty 2882.965476 = -705823.759259
  nChanged 86
		SP:Iteration 18Q (132052.660000 sec): 3 clusters
  Score: Raw -708758.311839 + Penalty 2882.965476 = -705875.346362
  nChanged 85
		SP:Iteration 19Q (132052.880000 sec): 3 clusters
  Score: Raw -708802.875627 + Penalty 2882.965476 = -705919.910151
  nChanged 67
		SP:Iteration 20F (132053.110000 sec): 3 clusters
  Score: Raw -708842.762389 + Penalty 2882.965476 = -705959.796913
  nChanged 58
		SP:Iteration 21Q (132053.350000 sec): 3 clusters
  Score: Raw -708878.867495 + Penalty 2882.965476 = -705995.902019
  nChanged 47
		SP:Iteration 22Q (132053.550000 sec): 3 clusters
  Score: Raw -708909.154777 + Penalty 2882.965476 = -706026.189301
  nChanged 38
		SP:Iteration 23Q (132053.750000 sec): 3 clusters
  Score: Raw -708933.598094 + Penalty 2882.965476 = -706050.632617
  nChanged 32
		SP:Iteration 24Q (132053.940000 sec): 3 clusters
  Score: Raw -708954.179942 + Penalty 2882.965476 = -706071.214465
  nChanged 26
		SP:Iteration 25Q (132054.140000 sec): 3 clusters
  Score: Raw -708970.007368 + Penalty 2882.965476 = -706087.041891
  nChanged 23
		SP:Iteration 26Q (132054.420000 sec): 3 clusters
  Score: Raw -708987.405586 + Penalty 2882.965476 = -706104.440110
  nChanged 22
		SP:Iteration 27Q (132054.610000 sec): 3 clusters
  Score: Raw -709003.384183 + Penalty 2882.965476 = -706120.418707
  nChanged 18
		SP:Iteration 28Q (132054.890000 sec): 3 clusters
  Score: Raw -709012.935212 + Penalty 2882.965476 = -706129.969735
  nChanged 13
		SP:Iteration 29Q (132055.080000 sec): 3 clusters
  Score: Raw -709020.615038 + Penalty 2882.965476 = -706137.649562
  nChanged 11
		SP:Iteration 30Q (132055.300000 sec): 3 clusters
  Score: Raw -709028.073074 + Penalty 2882.965476 = -706145.107598
  nChanged 8
		SP:Iteration 31Q (132055.530000 sec): 3 clusters
  Score: Raw -709032.790629 + Penalty 2882.965476 = -706149.825153
  nChanged 11
		SP:Iteration 32Q (132055.700000 sec): 3 clusters
  Score: Raw -709039.776243 + Penalty 2882.965476 = -706156.810767
  nChanged 11
		SP:Iteration 33Q (132055.950000 sec): 3 clusters
  Score: Raw -709046.208739 + Penalty 2882.965476 = -706163.243263
  nChanged 6
		SP:Iteration 34Q (132056.170000 sec): 3 clusters
  Score: Raw -709049.683769 + Penalty 2882.965476 = -706166.718292
  nChanged 9
		SP:Iteration 35Q (132056.420000 sec): 3 clusters
  Score: Raw -709055.026747 + Penalty 2882.965476 = -706172.061271
  nChanged 14
		SP:Iteration 36Q (132056.640000 sec): 3 clusters
  Score: Raw -709063.406761 + Penalty 2882.965476 = -706180.441284
  nChanged 16
		SP:Iteration 37Q (132056.890000 sec): 3 clusters
  Score: Raw -709072.341329 + Penalty 2882.965476 = -706189.375852
  nChanged 12
		SP:Iteration 38Q (132057.150000 sec): 3 clusters
  Score: Raw -709079.059292 + Penalty 2882.965476 = -706196.093816
  nChanged 7
		SP:Iteration 39Q (132057.360000 sec): 3 clusters
  Score: Raw -709084.593301 + Penalty 2882.965476 = -706201.627825
  nChanged 11
		SP:Iteration 40F (132057.600000 sec): 3 clusters
  Score: Raw -709090.324748 + Penalty 2882.965476 = -706207.359271
  nChanged 5
		SP:Iteration 41Q (132057.830000 sec): 3 clusters
  Score: Raw -709093.644406 + Penalty 2882.965476 = -706210.678929
  nChanged 4
		SP:Iteration 42Q (132058.060000 sec): 3 clusters
  Score: Raw -709096.905342 + Penalty 2882.965476 = -706213.939866
  nChanged 3
		SP:Iteration 43Q (132058.290000 sec): 3 clusters
  Score: Raw -709097.999714 + Penalty 2882.965476 = -706215.034238
  nChanged 1
		SP:Iteration 44Q (132058.460000 sec): 3 clusters
  Score: Raw -709099.471324 + Penalty 2882.965476 = -706216.505848
  nChanged 3
		SP:Iteration 45Q (132058.690000 sec): 3 clusters
  Score: Raw -709101.029946 + Penalty 2882.965476 = -706218.064469
  nChanged 2
		SP:Iteration 46Q (132058.880000 sec): 3 clusters
  Score: Raw -709101.786292 + Penalty 2882.965476 = -706218.820816
  nChanged 1
		SP:Iteration 47Q (132059.170000 sec): 3 clusters
  Score: Raw -709101.938550 + Penalty 2882.965476 = -706218.973073
  nChanged 0
		SP:Iteration 48F (132059.390000 sec): 3 clusters
  Score: Raw -709101.938550 + Penalty 2882.965476 = -706218.973073
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132059.580000 sec): 2 clusters
  Score: Raw -1513962.079989 + Penalty 1554.791044 = -1512407.288946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132059.830000 sec): 3 clusters
  Score: Raw -1505590.381230 + Penalty 3109.582087 = -1502480.799142
  nChanged 6386
		SP:Iteration 1F (132060.130000 sec): 3 clusters
  Score: Raw -1509115.604282 + Penalty 3109.582087 = -1506006.022195
  nChanged 777
		SP:Iteration 2F (132060.410000 sec): 3 clusters
  Score: Raw -1509483.004314 + Penalty 3109.582087 = -1506373.422227
  nChanged 743
		SP:Iteration 3F (132060.650000 sec): 3 clusters
  Score: Raw -1509839.448505 + Penalty 3109.582087 = -1506729.866418
  nChanged 692
		SP:Iteration 4Q (132060.930000 sec): 3 clusters
  Score: Raw -1510147.066580 + Penalty 3109.582087 = -1507037.484493
  nChanged 661
		SP:Iteration 5Q (132061.200000 sec): 3 clusters
  Score: Raw -1510493.202174 + Penalty 3109.582087 = -1507383.620087
  nChanged 708
		SP:Iteration 6Q (132061.410000 sec): 3 clusters
  Score: Raw -1510851.575136 + Penalty 3109.582087 = -1507741.993049
  nChanged 756
		SP:Iteration 7F (132061.670000 sec): 3 clusters
  Score: Raw -1511260.366655 + Penalty 3109.582087 = -1508150.784568
  nChanged 784
		SP:Iteration 8F (132061.950000 sec): 3 clusters
  Score: Raw -1511688.769123 + Penalty 3109.582087 = -1508579.187036
  nChanged 770
		SP:Iteration 9F (132062.170000 sec): 3 clusters
  Score: Raw -1512069.896465 + Penalty 3109.582087 = -1508960.314378
  nChanged 617
		SP:Iteration 10Q (132062.440000 sec): 3 clusters
  Score: Raw -1512322.785525 + Penalty 3109.582087 = -1509213.203438
  nChanged 469
		SP:Iteration 11Q (132062.700000 sec): 3 clusters
  Score: Raw -1512477.335396 + Penalty 3109.582087 = -1509367.753309
  nChanged 341
		SP:Iteration 12Q (132062.960000 sec): 3 clusters
  Score: Raw -1512569.684743 + Penalty 3109.582087 = -1509460.102656
  nChanged 224
		SP:Iteration 13Q (132063.190000 sec): 3 clusters
  Score: Raw -1512621.996699 + Penalty 3109.582087 = -1509512.414611
  nChanged 169
		SP:Iteration 14Q (132063.450000 sec): 3 clusters
  Score: Raw -1512653.873383 + Penalty 3109.582087 = -1509544.291296
  nChanged 118
		SP:Iteration 15Q (132063.660000 sec): 3 clusters
  Score: Raw -1512674.817040 + Penalty 3109.582087 = -1509565.234952
  nChanged 103
		SP:Iteration 16Q (132063.930000 sec): 3 clusters
  Score: Raw -1512691.792325 + Penalty 3109.582087 = -1509582.210238
  nChanged 90
		SP:Iteration 17Q (132064.200000 sec): 3 clusters
  Score: Raw -1512705.671612 + Penalty 3109.582087 = -1509596.089525
  nChanged 51
		SP:Iteration 18Q (132064.410000 sec): 3 clusters
  Score: Raw -1512712.096274 + Penalty 3109.582087 = -1509602.514187
  nChanged 39
		SP:Iteration 19Q (132064.680000 sec): 3 clusters
  Score: Raw -1512716.777130 + Penalty 3109.582087 = -1509607.195043
  nChanged 35
		SP:Iteration 20F (132064.950000 sec): 3 clusters
  Score: Raw -1512720.737899 + Penalty 3109.582087 = -1509611.155812
  nChanged 32
		SP:Iteration 21Q (132065.200000 sec): 3 clusters
  Score: Raw -1512724.108930 + Penalty 3109.582087 = -1509614.526843
  nChanged 26
		SP:Iteration 22Q (132065.440000 sec): 3 clusters
  Score: Raw -1512726.724939 + Penalty 3109.582087 = -1509617.142852
  nChanged 16
		SP:Iteration 23Q (132065.680000 sec): 3 clusters
  Score: Raw -1512728.310842 + Penalty 3109.582087 = -1509618.728755
  nChanged 11
		SP:Iteration 24Q (132065.900000 sec): 3 clusters
  Score: Raw -1512729.219601 + Penalty 3109.582087 = -1509619.637514
  nChanged 16
		SP:Iteration 25Q (132066.140000 sec): 3 clusters
  Score: Raw -1512730.351954 + Penalty 3109.582087 = -1509620.769867
  nChanged 9
		SP:Iteration 26Q (132066.400000 sec): 3 clusters
  Score: Raw -1512731.189908 + Penalty 3109.582087 = -1509621.607820
  nChanged 11
		SP:Iteration 27Q (132066.680000 sec): 3 clusters
  Score: Raw -1512732.090524 + Penalty 3109.582087 = -1509622.508437
  nChanged 6
		SP:Iteration 28Q (132066.920000 sec): 3 clusters
  Score: Raw -1512732.554931 + Penalty 3109.582087 = -1509622.972844
  nChanged 7
		SP:Iteration 29Q (132067.140000 sec): 3 clusters
  Score: Raw -1512733.297812 + Penalty 3109.582087 = -1509623.715725
  nChanged 9
		SP:Iteration 30Q (132067.400000 sec): 3 clusters
  Score: Raw -1512734.154828 + Penalty 3109.582087 = -1509624.572741
  nChanged 10
		SP:Iteration 31Q (132067.660000 sec): 3 clusters
  Score: Raw -1512734.968170 + Penalty 3109.582087 = -1509625.386083
  nChanged 3
		SP:Iteration 32Q (132067.890000 sec): 3 clusters
  Score: Raw -1512735.142500 + Penalty 3109.582087 = -1509625.560413
  nChanged 2
		SP:Iteration 33Q (132068.150000 sec): 3 clusters
  Score: Raw -1512735.241679 + Penalty 3109.582087 = -1509625.659591
  nChanged 4
		SP:Iteration 34Q (132068.420000 sec): 3 clusters
  Score: Raw -1512735.421097 + Penalty 3109.582087 = -1509625.839009
  nChanged 2
		SP:Iteration 35Q (132068.670000 sec): 3 clusters
  Score: Raw -1512735.568827 + Penalty 3109.582087 = -1509625.986740
  nChanged 0
		SP:Iteration 36F (132068.920000 sec): 3 clusters
  Score: Raw -1512735.568827 + Penalty 3109.582087 = -1509625.986740
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132069.110000 sec): 2 clusters
  Score: Raw -2225711.891737 + Penalty 1610.054425 = -2224101.837312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132069.390000 sec): 3 clusters
  Score: Raw -2213535.934099 + Penalty 3220.108851 = -2210315.825249
  nChanged 9062
		SP:Iteration 1F (132069.640000 sec): 3 clusters
  Score: Raw -2218618.909274 + Penalty 3220.108851 = -2215398.800424
  nChanged 953
		SP:Iteration 2Q (132069.930000 sec): 3 clusters
  Score: Raw -2218910.233215 + Penalty 3220.108851 = -2215690.124365
  nChanged 780
		SP:Iteration 3Q (132070.240000 sec): 3 clusters
  Score: Raw -2219103.989567 + Penalty 3220.108851 = -2215883.880716
  nChanged 596
		SP:Iteration 4Q (132070.570000 sec): 3 clusters
  Score: Raw -2219244.001796 + Penalty 3220.108851 = -2216023.892945
  nChanged 525
		SP:Iteration 5Q (132070.860000 sec): 3 clusters
  Score: Raw -2219356.751485 + Penalty 3220.108851 = -2216136.642634
  nChanged 456
		SP:Iteration 6Q (132071.160000 sec): 3 clusters
  Score: Raw -2219450.631158 + Penalty 3220.108851 = -2216230.522307
  nChanged 421
		SP:Iteration 7Q (132071.440000 sec): 3 clusters
  Score: Raw -2219542.607091 + Penalty 3220.108851 = -2216322.498240
  nChanged 422
		SP:Iteration 8Q (132071.680000 sec): 3 clusters
  Score: Raw -2219637.259566 + Penalty 3220.108851 = -2216417.150716
  nChanged 413
		SP:Iteration 9Q (132071.980000 sec): 3 clusters
  Score: Raw -2219744.894777 + Penalty 3220.108851 = -2216524.785926
  nChanged 473
		SP:Iteration 10Q (132072.270000 sec): 3 clusters
  Score: Raw -2219886.782331 + Penalty 3220.108851 = -2216666.673481
  nChanged 532
		SP:Iteration 11Q (132072.560000 sec): 3 clusters
  Score: Raw -2220074.798202 + Penalty 3220.108851 = -2216854.689352
  nChanged 623
		SP:Iteration 12Q (132072.860000 sec): 3 clusters
  Score: Raw -2220337.796875 + Penalty 3220.108851 = -2217117.688024
  nChanged 702
		SP:Iteration 13Q (132073.170000 sec): 3 clusters
  Score: Raw -2220704.014276 + Penalty 3220.108851 = -2217483.905426
  nChanged 818
		SP:Iteration 14Q (132073.460000 sec): 3 clusters
  Score: Raw -2221188.220204 + Penalty 3220.108851 = -2217968.111353
  nChanged 902
		SP:Iteration 15Q (132073.770000 sec): 3 clusters
  Score: Raw -2221797.268989 + Penalty 3220.108851 = -2218577.160139
  nChanged 905
		SP:Iteration 16Q (132074.060000 sec): 3 clusters
  Score: Raw -2222232.423313 + Penalty 3220.108851 = -2219012.314462
  nChanged 622
		SP:Iteration 17Q (132074.310000 sec): 3 clusters
  Score: Raw -2222434.273063 + Penalty 3220.108851 = -2219214.164212
  nChanged 383
		SP:Iteration 18Q (132074.550000 sec): 3 clusters
  Score: Raw -2222526.224511 + Penalty 3220.108851 = -2219306.115660
  nChanged 247
		SP:Iteration 19Q (132074.770000 sec): 3 clusters
  Score: Raw -2222573.471797 + Penalty 3220.108851 = -2219353.362946
  nChanged 200
		SP:Iteration 20F (132075.010000 sec): 3 clusters
  Score: Raw -2222608.359859 + Penalty 3220.108851 = -2219388.251008
  nChanged 142
		SP:Iteration 21Q (132075.270000 sec): 3 clusters
  Score: Raw -2222630.708871 + Penalty 3220.108851 = -2219410.600021
  nChanged 122
		SP:Iteration 22Q (132075.510000 sec): 3 clusters
  Score: Raw -2222650.649400 + Penalty 3220.108851 = -2219430.540550
  nChanged 105
		SP:Iteration 23Q (132075.730000 sec): 3 clusters
  Score: Raw -2222666.173713 + Penalty 3220.108851 = -2219446.064862
  nChanged 88
		SP:Iteration 24Q (132075.970000 sec): 3 clusters
  Score: Raw -2222677.603320 + Penalty 3220.108851 = -2219457.494470
  nChanged 95
		SP:Iteration 25Q (132076.210000 sec): 3 clusters
  Score: Raw -2222689.781875 + Penalty 3220.108851 = -2219469.673025
  nChanged 81
		SP:Iteration 26Q (132076.400000 sec): 3 clusters
  Score: Raw -2222699.015478 + Penalty 3220.108851 = -2219478.906628
  nChanged 70
		SP:Iteration 27Q (132076.610000 sec): 3 clusters
  Score: Raw -2222707.790520 + Penalty 3220.108851 = -2219487.681669
  nChanged 67
		SP:Iteration 28Q (132076.850000 sec): 3 clusters
  Score: Raw -2222715.892470 + Penalty 3220.108851 = -2219495.783619
  nChanged 72
		SP:Iteration 29Q (132077.210000 sec): 3 clusters
  Score: Raw -2222723.164259 + Penalty 3220.108851 = -2219503.055408
  nChanged 60
		SP:Iteration 30Q (132077.510000 sec): 3 clusters
  Score: Raw -2222729.263540 + Penalty 3220.108851 = -2219509.154690
  nChanged 64
		SP:Iteration 31Q (132077.820000 sec): 3 clusters
  Score: Raw -2222735.993960 + Penalty 3220.108851 = -2219515.885110
  nChanged 57
		SP:Iteration 32Q (132078.160000 sec): 3 clusters
  Score: Raw -2222741.660944 + Penalty 3220.108851 = -2219521.552093
  nChanged 46
		SP:Iteration 33Q (132078.510000 sec): 3 clusters
  Score: Raw -2222746.057539 + Penalty 3220.108851 = -2219525.948688
  nChanged 54
		SP:Iteration 34Q (132078.770000 sec): 3 clusters
  Score: Raw -2222751.012839 + Penalty 3220.108851 = -2219530.903988
  nChanged 53
		SP:Iteration 35Q (132079.130000 sec): 3 clusters
  Score: Raw -2222756.316405 + Penalty 3220.108851 = -2219536.207555
  nChanged 58
		SP:Iteration 36Q (132079.410000 sec): 3 clusters
  Score: Raw -2222762.355293 + Penalty 3220.108851 = -2219542.246442
  nChanged 56
		SP:Iteration 37Q (132079.610000 sec): 3 clusters
  Score: Raw -2222767.247331 + Penalty 3220.108851 = -2219547.138481
  nChanged 42
		SP:Iteration 38Q (132079.890000 sec): 3 clusters
  Score: Raw -2222770.598165 + Penalty 3220.108851 = -2219550.489315
  nChanged 36
		SP:Iteration 39Q (132080.170000 sec): 3 clusters
  Score: Raw -2222774.444586 + Penalty 3220.108851 = -2219554.335736
  nChanged 42
		SP:Iteration 40F (132080.500000 sec): 3 clusters
  Score: Raw -2222778.877416 + Penalty 3220.108851 = -2219558.768565
  nChanged 47
		SP:Iteration 41Q (132080.820000 sec): 3 clusters
  Score: Raw -2222783.623788 + Penalty 3220.108851 = -2219563.514938
  nChanged 48
		SP:Iteration 42Q (132081.150000 sec): 3 clusters
  Score: Raw -2222787.530720 + Penalty 3220.108851 = -2219567.421869
  nChanged 35
		SP:Iteration 43Q (132081.410000 sec): 3 clusters
  Score: Raw -2222790.651351 + Penalty 3220.108851 = -2219570.542500
  nChanged 39
		SP:Iteration 44Q (132081.770000 sec): 3 clusters
  Score: Raw -2222793.901255 + Penalty 3220.108851 = -2219573.792404
  nChanged 38
		SP:Iteration 45Q (132082.080000 sec): 3 clusters
  Score: Raw -2222796.556766 + Penalty 3220.108851 = -2219576.447916
  nChanged 34
		SP:Iteration 46Q (132082.350000 sec): 3 clusters
  Score: Raw -2222799.057705 + Penalty 3220.108851 = -2219578.948854
  nChanged 36
		SP:Iteration 47Q (132082.610000 sec): 3 clusters
  Score: Raw -2222801.894752 + Penalty 3220.108851 = -2219581.785901
  nChanged 29
		SP:Iteration 48Q (132082.980000 sec): 3 clusters
  Score: Raw -2222804.103591 + Penalty 3220.108851 = -2219583.994740
  nChanged 28
		SP:Iteration 49Q (132083.260000 sec): 3 clusters
  Score: Raw -2222806.599908 + Penalty 3220.108851 = -2219586.491057
  nChanged 37
		SP:Iteration 50Q (132083.560000 sec): 3 clusters
  Score: Raw -2222809.944360 + Penalty 3220.108851 = -2219589.835509
  nChanged 35
		SP:Iteration 51Q (132083.870000 sec): 3 clusters
  Score: Raw -2222813.422296 + Penalty 3220.108851 = -2219593.313445
  nChanged 39
		SP:Iteration 52Q (132084.120000 sec): 3 clusters
  Score: Raw -2222816.721123 + Penalty 3220.108851 = -2219596.612273
  nChanged 39
		SP:Iteration 53Q (132084.400000 sec): 3 clusters
  Score: Raw -2222820.566223 + Penalty 3220.108851 = -2219600.457372
  nChanged 42
		SP:Iteration 54Q (132084.670000 sec): 3 clusters
  Score: Raw -2222823.657671 + Penalty 3220.108851 = -2219603.548821
  nChanged 37
		SP:Iteration 55Q (132084.970000 sec): 3 clusters
  Score: Raw -2222827.263695 + Penalty 3220.108851 = -2219607.154844
  nChanged 49
		SP:Iteration 56Q (132085.260000 sec): 3 clusters
  Score: Raw -2222831.492496 + Penalty 3220.108851 = -2219611.383645
  nChanged 47
		SP:Iteration 57Q (132085.520000 sec): 3 clusters
  Score: Raw -2222836.198542 + Penalty 3220.108851 = -2219616.089692
  nChanged 51
		SP:Iteration 58Q (132085.730000 sec): 3 clusters
  Score: Raw -2222841.564766 + Penalty 3220.108851 = -2219621.455916
  nChanged 58
		SP:Iteration 59Q (132086.030000 sec): 3 clusters
  Score: Raw -2222848.259058 + Penalty 3220.108851 = -2219628.150207
  nChanged 73
		SP:Iteration 60F (132086.290000 sec): 3 clusters
  Score: Raw -2222856.286802 + Penalty 3220.108851 = -2219636.177952
  nChanged 54
		SP:Iteration 61Q (132086.550000 sec): 3 clusters
  Score: Raw -2222862.351415 + Penalty 3220.108851 = -2219642.242565
  nChanged 60
		SP:Iteration 62Q (132086.860000 sec): 3 clusters
  Score: Raw -2222868.978292 + Penalty 3220.108851 = -2219648.869442
  nChanged 69
		SP:Iteration 63Q (132087.150000 sec): 3 clusters
  Score: Raw -2222876.845288 + Penalty 3220.108851 = -2219656.736438
  nChanged 80
		SP:Iteration 64Q (132087.410000 sec): 3 clusters
  Score: Raw -2222888.003279 + Penalty 3220.108851 = -2219667.894428
  nChanged 85
		SP:Iteration 65Q (132087.700000 sec): 3 clusters
  Score: Raw -2222899.398060 + Penalty 3220.108851 = -2219679.289209
  nChanged 86
		SP:Iteration 66Q (132087.970000 sec): 3 clusters
  Score: Raw -2222911.247635 + Penalty 3220.108851 = -2219691.138784
  nChanged 99
		SP:Iteration 67Q (132088.220000 sec): 3 clusters
  Score: Raw -2222925.958608 + Penalty 3220.108851 = -2219705.849757
  nChanged 84
		SP:Iteration 68Q (132088.530000 sec): 3 clusters
  Score: Raw -2222936.617644 + Penalty 3220.108851 = -2219716.508793
  nChanged 84
		SP:Iteration 69Q (132088.800000 sec): 3 clusters
  Score: Raw -2222947.000032 + Penalty 3220.108851 = -2219726.891182
  nChanged 60
		SP:Iteration 70Q (132089.090000 sec): 3 clusters
  Score: Raw -2222953.274583 + Penalty 3220.108851 = -2219733.165733
  nChanged 51
		SP:Iteration 71Q (132089.390000 sec): 3 clusters
  Score: Raw -2222959.483312 + Penalty 3220.108851 = -2219739.374462
  nChanged 52
		SP:Iteration 72Q (132089.690000 sec): 3 clusters
  Score: Raw -2222965.415019 + Penalty 3220.108851 = -2219745.306168
  nChanged 46
		SP:Iteration 73Q (132090.010000 sec): 3 clusters
  Score: Raw -2222970.905042 + Penalty 3220.108851 = -2219750.796192
  nChanged 56
		SP:Iteration 74Q (132090.250000 sec): 3 clusters
  Score: Raw -2222976.965943 + Penalty 3220.108851 = -2219756.857093
  nChanged 73
		SP:Iteration 75Q (132090.530000 sec): 3 clusters
  Score: Raw -2222985.869628 + Penalty 3220.108851 = -2219765.760777
  nChanged 74
		SP:Iteration 76Q (132090.850000 sec): 3 clusters
  Score: Raw -2222995.752483 + Penalty 3220.108851 = -2219775.643633
  nChanged 78
		SP:Iteration 77Q (132091.120000 sec): 3 clusters
  Score: Raw -2223006.587309 + Penalty 3220.108851 = -2219786.478458
  nChanged 83
		SP:Iteration 78Q (132091.410000 sec): 3 clusters
  Score: Raw -2223018.770126 + Penalty 3220.108851 = -2219798.661275
  nChanged 90
		SP:Iteration 79Q (132091.690000 sec): 3 clusters
  Score: Raw -2223032.547877 + Penalty 3220.108851 = -2219812.439027
  nChanged 108
		SP:Iteration 80F (132091.990000 sec): 3 clusters
  Score: Raw -2223048.471380 + Penalty 3220.108851 = -2219828.362529
  nChanged 106
		SP:Iteration 81Q (132092.270000 sec): 3 clusters
  Score: Raw -2223064.306142 + Penalty 3220.108851 = -2219844.197292
  nChanged 109
		SP:Iteration 82Q (132092.560000 sec): 3 clusters
  Score: Raw -2223079.731205 + Penalty 3220.108851 = -2219859.622354
  nChanged 98
		SP:Iteration 83Q (132092.840000 sec): 3 clusters
  Score: Raw -2223095.260707 + Penalty 3220.108851 = -2219875.151857
  nChanged 118
		SP:Iteration 84Q (132093.130000 sec): 3 clusters
  Score: Raw -2223115.878545 + Penalty 3220.108851 = -2219895.769694
  nChanged 109
		SP:Iteration 85Q (132093.390000 sec): 3 clusters
  Score: Raw -2223133.844420 + Penalty 3220.108851 = -2219913.735569
  nChanged 116
		SP:Iteration 86Q (132093.710000 sec): 3 clusters
  Score: Raw -2223154.610082 + Penalty 3220.108851 = -2219934.501231
  nChanged 129
		SP:Iteration 87Q (132093.980000 sec): 3 clusters
  Score: Raw -2223181.940324 + Penalty 3220.108851 = -2219961.831474
  nChanged 163
		SP:Iteration 88Q (132094.280000 sec): 3 clusters
  Score: Raw -2223223.176834 + Penalty 3220.108851 = -2220003.067983
  nChanged 182
		SP:Iteration 89Q (132094.600000 sec): 3 clusters
  Score: Raw -2223273.299008 + Penalty 3220.108851 = -2220053.190157
  nChanged 200
		SP:Iteration 90Q (132094.880000 sec): 3 clusters
  Score: Raw -2223324.615256 + Penalty 3220.108851 = -2220104.506405
  nChanged 192
		SP:Iteration 91Q (132095.180000 sec): 3 clusters
  Score: Raw -2223373.966642 + Penalty 3220.108851 = -2220153.857791
  nChanged 181
		SP:Iteration 92Q (132095.420000 sec): 3 clusters
  Score: Raw -2223423.479464 + Penalty 3220.108851 = -2220203.370613
  nChanged 204
		SP:Iteration 93Q (132095.740000 sec): 3 clusters
  Score: Raw -2223479.896779 + Penalty 3220.108851 = -2220259.787928
  nChanged 206
		SP:Iteration 94Q (132096.010000 sec): 3 clusters
  Score: Raw -2223542.233578 + Penalty 3220.108851 = -2220322.124727
  nChanged 220
		SP:Iteration 95Q (132096.290000 sec): 3 clusters
  Score: Raw -2223606.275134 + Penalty 3220.108851 = -2220386.166283
  nChanged 204
		SP:Iteration 96Q (132096.590000 sec): 3 clusters
  Score: Raw -2223661.285769 + Penalty 3220.108851 = -2220441.176919
  nChanged 189
		SP:Iteration 97Q (132096.890000 sec): 3 clusters
  Score: Raw -2223715.229195 + Penalty 3220.108851 = -2220495.120345
  nChanged 208
		SP:Iteration 98Q (132097.200000 sec): 3 clusters
  Score: Raw -2223778.743303 + Penalty 3220.108851 = -2220558.634453
  nChanged 211
		SP:Iteration 99Q (132097.470000 sec): 3 clusters
  Score: Raw -2223845.142467 + Penalty 3220.108851 = -2220625.033616
  nChanged 223
		SP:Iteration 100F (132097.790000 sec): 3 clusters
  Score: Raw -2223922.544722 + Penalty 3220.108851 = -2220702.435872
  nChanged 214
		SP:Iteration 101Q (132098.050000 sec): 3 clusters
  Score: Raw -2224002.861781 + Penalty 3220.108851 = -2220782.752930
  nChanged 240
		SP:Iteration 102Q (132098.350000 sec): 3 clusters
  Score: Raw -2224103.385310 + Penalty 3220.108851 = -2220883.276460
  nChanged 257
		SP:Iteration 103Q (132098.610000 sec): 3 clusters
  Score: Raw -2224214.711109 + Penalty 3220.108851 = -2220994.602258
  nChanged 287
		SP:Iteration 104Q (132098.890000 sec): 3 clusters
  Score: Raw -2224351.234208 + Penalty 3220.108851 = -2221131.125357
  nChanged 256
		SP:Iteration 105Q (132099.190000 sec): 3 clusters
  Score: Raw -2224470.462748 + Penalty 3220.108851 = -2221250.353897
  nChanged 227
		SP:Iteration 106Q (132099.550000 sec): 3 clusters
  Score: Raw -2224577.212485 + Penalty 3220.108851 = -2221357.103635
  nChanged 235
		SP:Iteration 107Q (132099.800000 sec): 3 clusters
  Score: Raw -2224702.541096 + Penalty 3220.108851 = -2221482.432245
  nChanged 225
		SP:Iteration 108Q (132100.060000 sec): 3 clusters
  Score: Raw -2224831.500004 + Penalty 3220.108851 = -2221611.391154
  nChanged 245
		SP:Iteration 109Q (132100.310000 sec): 3 clusters
  Score: Raw -2224973.200670 + Penalty 3220.108851 = -2221753.091819
  nChanged 227
		SP:Iteration 110Q (132100.600000 sec): 3 clusters
  Score: Raw -2225118.275728 + Penalty 3220.108851 = -2221898.166878
  nChanged 201
		SP:Iteration 111Q (132100.870000 sec): 3 clusters
  Score: Raw -2225253.784079 + Penalty 3220.108851 = -2222033.675228
  nChanged 173
		SP:Iteration 112Q (132101.150000 sec): 3 clusters
  Score: Raw -2225364.099255 + Penalty 3220.108851 = -2222143.990404
  nChanged 144
		SP:Iteration 113Q (132101.440000 sec): 3 clusters
  Score: Raw -2225458.519498 + Penalty 3220.108851 = -2222238.410647
  nChanged 132
		SP:Iteration 114Q (132101.680000 sec): 3 clusters
  Score: Raw -2225553.852183 + Penalty 3220.108851 = -2222333.743332
  nChanged 105
		SP:Iteration 115Q (132101.970000 sec): 3 clusters
  Score: Raw -2225629.242472 + Penalty 3220.108851 = -2222409.133622
  nChanged 84
		SP:Iteration 116Q (132102.230000 sec): 3 clusters
  Score: Raw -2225692.983569 + Penalty 3220.108851 = -2222472.874718
  nChanged 71
		SP:Iteration 117Q (132102.520000 sec): 3 clusters
  Score: Raw -2225751.410996 + Penalty 3220.108851 = -2222531.302146
  nChanged 56
		SP:Iteration 118Q (132102.790000 sec): 3 clusters
  Score: Raw -2225792.762219 + Penalty 3220.108851 = -2222572.653369
  nChanged 38
		SP:Iteration 119Q (132103.130000 sec): 3 clusters
  Score: Raw -2225820.202343 + Penalty 3220.108851 = -2222600.093493
  nChanged 25
		SP:Iteration 120F (132103.410000 sec): 3 clusters
  Score: Raw -2225838.716372 + Penalty 3220.108851 = -2222618.607521
  nChanged 16
		SP:Iteration 121Q (132103.710000 sec): 3 clusters
  Score: Raw -2225850.866523 + Penalty 3220.108851 = -2222630.757672
  nChanged 12
		SP:Iteration 122Q (132103.970000 sec): 3 clusters
  Score: Raw -2225863.123764 + Penalty 3220.108851 = -2222643.014913
  nChanged 9
		SP:Iteration 123Q (132104.270000 sec): 3 clusters
  Score: Raw -2225869.983418 + Penalty 3220.108851 = -2222649.874568
  nChanged 9
		SP:Iteration 124Q (132104.590000 sec): 3 clusters
  Score: Raw -2225877.177062 + Penalty 3220.108851 = -2222657.068212
  nChanged 11
		SP:Iteration 125Q (132104.860000 sec): 3 clusters
  Score: Raw -2225884.180750 + Penalty 3220.108851 = -2222664.071899
  nChanged 6
		SP:Iteration 126Q (132105.150000 sec): 3 clusters
  Score: Raw -2225888.672382 + Penalty 3220.108851 = -2222668.563531
  nChanged 7
		SP:Iteration 127Q (132105.420000 sec): 3 clusters
  Score: Raw -2225893.365429 + Penalty 3220.108851 = -2222673.256578
  nChanged 5
		SP:Iteration 128Q (132105.700000 sec): 3 clusters
  Score: Raw -2225897.700669 + Penalty 3220.108851 = -2222677.591818
  nChanged 4
		SP:Iteration 129Q (132105.980000 sec): 3 clusters
  Score: Raw -2225900.342962 + Penalty 3220.108851 = -2222680.234112
  nChanged 6
		SP:Iteration 130Q (132106.210000 sec): 3 clusters
  Score: Raw -2225903.985663 + Penalty 3220.108851 = -2222683.876813
  nChanged 3
		SP:Iteration 131Q (132106.470000 sec): 3 clusters
  Score: Raw -2225905.843027 + Penalty 3220.108851 = -2222685.734176
  nChanged 2
		SP:Iteration 132Q (132106.750000 sec): 3 clusters
  Score: Raw -2225906.894678 + Penalty 3220.108851 = -2222686.785827
  nChanged 1
		SP:Iteration 133Q (132106.980000 sec): 3 clusters
  Score: Raw -2225907.647427 + Penalty 3220.108851 = -2222687.538576
  nChanged 1
		SP:Iteration 134Q (132107.300000 sec): 3 clusters
  Score: Raw -2225908.218281 + Penalty 3220.108851 = -2222688.109431
  nChanged 1
		SP:Iteration 135Q (132107.510000 sec): 3 clusters
  Score: Raw -2225908.462860 + Penalty 3220.108851 = -2222688.354009
  nChanged 0
		SP:Iteration 136F (132107.780000 sec): 3 clusters
  Score: Raw -2225908.462860 + Penalty 3220.108851 = -2222688.354009
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132107.960000 sec): 2 clusters
  Score: Raw -404032.249252 + Penalty 1355.362880 = -402676.886371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132108.150000 sec): 3 clusters
  Score: Raw -401916.287752 + Penalty 2710.725761 = -399205.561992
  nChanged 1692
		SP:Iteration 1F (132108.370000 sec): 3 clusters
  Score: Raw -402986.626903 + Penalty 2710.725761 = -400275.901143
  nChanged 379
		SP:Iteration 2F (132108.580000 sec): 3 clusters
  Score: Raw -403302.188866 + Penalty 2710.725761 = -400591.463106
  nChanged 309
		SP:Iteration 3F (132108.800000 sec): 3 clusters
  Score: Raw -403543.518644 + Penalty 2710.725761 = -400832.792884
  nChanged 251
		SP:Iteration 4F (132109.020000 sec): 3 clusters
  Score: Raw -403722.783031 + Penalty 2710.725761 = -401012.057271
  nChanged 196
		SP:Iteration 5Q (132109.210000 sec): 3 clusters
  Score: Raw -403847.076537 + Penalty 2710.725761 = -401136.350776
  nChanged 178
		SP:Iteration 6Q (132109.440000 sec): 3 clusters
  Score: Raw -403954.504731 + Penalty 2710.725761 = -401243.778970
  nChanged 130
		SP:Iteration 7Q (132109.600000 sec): 3 clusters
  Score: Raw -404034.409937 + Penalty 2710.725761 = -401323.684177
  nChanged 114
		SP:Iteration 8Q (132109.770000 sec): 3 clusters
  Score: Raw -404110.773267 + Penalty 2710.725761 = -401400.047506
  nChanged 113
		SP:Iteration 9Q (132110.000000 sec): 3 clusters
  Score: Raw -404185.774494 + Penalty 2710.725761 = -401475.048734
  nChanged 97
		SP:Iteration 10Q (132110.150000 sec): 3 clusters
  Score: Raw -404246.295563 + Penalty 2710.725761 = -401535.569803
  nChanged 75
		SP:Iteration 11Q (132110.330000 sec): 3 clusters
  Score: Raw -404297.547777 + Penalty 2710.725761 = -401586.822017
  nChanged 76
		SP:Iteration 12Q (132110.520000 sec): 3 clusters
  Score: Raw -404348.893775 + Penalty 2710.725761 = -401638.168014
  nChanged 46
		SP:Iteration 13Q (132110.710000 sec): 3 clusters
  Score: Raw -404378.990165 + Penalty 2710.725761 = -401668.264404
  nChanged 43
		SP:Iteration 14Q (132110.920000 sec): 3 clusters
  Score: Raw -404408.885152 + Penalty 2710.725761 = -401698.159391
  nChanged 47
		SP:Iteration 15Q (132111.140000 sec): 3 clusters
  Score: Raw -404440.205384 + Penalty 2710.725761 = -401729.479623
  nChanged 36
		SP:Iteration 16Q (132111.350000 sec): 3 clusters
  Score: Raw -404468.970112 + Penalty 2710.725761 = -401758.244351
  nChanged 30
		SP:Iteration 17Q (132111.530000 sec): 3 clusters
  Score: Raw -404498.215035 + Penalty 2710.725761 = -401787.489274
  nChanged 33
		SP:Iteration 18Q (132111.710000 sec): 3 clusters
  Score: Raw -404532.339106 + Penalty 2710.725761 = -401821.613345
  nChanged 28
		SP:Iteration 19Q (132111.890000 sec): 3 clusters
  Score: Raw -404572.523557 + Penalty 2710.725761 = -401861.797796
  nChanged 38
		SP:Iteration 20F (132112.060000 sec): 3 clusters
  Score: Raw -404606.452145 + Penalty 2710.725761 = -401895.726385
  nChanged 31
		SP:Iteration 21Q (132112.310000 sec): 3 clusters
  Score: Raw -404630.940614 + Penalty 2710.725761 = -401920.214853
  nChanged 28
		SP:Iteration 22Q (132112.500000 sec): 3 clusters
  Score: Raw -404649.154857 + Penalty 2710.725761 = -401938.429096
  nChanged 19
		SP:Iteration 23Q (132112.670000 sec): 3 clusters
  Score: Raw -404661.178869 + Penalty 2710.725761 = -401950.453108
  nChanged 16
		SP:Iteration 24Q (132112.850000 sec): 3 clusters
  Score: Raw -404671.459701 + Penalty 2710.725761 = -401960.733940
  nChanged 13
		SP:Iteration 25Q (132113.070000 sec): 3 clusters
  Score: Raw -404679.208074 + Penalty 2710.725761 = -401968.482313
  nChanged 12
		SP:Iteration 26Q (132113.290000 sec): 3 clusters
  Score: Raw -404685.213671 + Penalty 2710.725761 = -401974.487910
  nChanged 8
		SP:Iteration 27Q (132113.470000 sec): 3 clusters
  Score: Raw -404690.811112 + Penalty 2710.725761 = -401980.085351
  nChanged 14
		SP:Iteration 28Q (132113.710000 sec): 3 clusters
  Score: Raw -404699.009836 + Penalty 2710.725761 = -401988.284075
  nChanged 7
		SP:Iteration 29Q (132113.890000 sec): 3 clusters
  Score: Raw -404703.095178 + Penalty 2710.725761 = -401992.369417
  nChanged 5
		SP:Iteration 30Q (132114.080000 sec): 3 clusters
  Score: Raw -404705.749396 + Penalty 2710.725761 = -401995.023635
  nChanged 6
		SP:Iteration 31Q (132114.320000 sec): 3 clusters
  Score: Raw -404708.399812 + Penalty 2710.725761 = -401997.674052
  nChanged 5
		SP:Iteration 32Q (132114.550000 sec): 3 clusters
  Score: Raw -404710.121646 + Penalty 2710.725761 = -401999.395885
  nChanged 3
		SP:Iteration 33Q (132114.760000 sec): 3 clusters
  Score: Raw -404711.157388 + Penalty 2710.725761 = -402000.431627
  nChanged 1
		SP:Iteration 34Q (132114.990000 sec): 3 clusters
  Score: Raw -404711.749810 + Penalty 2710.725761 = -402001.024049
  nChanged 0
		SP:Iteration 35F (132115.230000 sec): 3 clusters
  Score: Raw -404711.749810 + Penalty 2710.725761 = -402001.024049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132115.360000 sec): 2 clusters
  Score: Raw -1201308.454655 + Penalty 1516.569434 = -1199791.885221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132115.630000 sec): 3 clusters
  Score: Raw -1194937.729992 + Penalty 3033.138869 = -1191904.591123
  nChanged 4964
		SP:Iteration 1F (132115.890000 sec): 3 clusters
  Score: Raw -1197799.745311 + Penalty 3033.138869 = -1194766.606442
  nChanged 768
		SP:Iteration 2F (132116.120000 sec): 3 clusters
  Score: Raw -1198275.093202 + Penalty 3033.138869 = -1195241.954334
  nChanged 748
		SP:Iteration 3F (132116.380000 sec): 3 clusters
  Score: Raw -1198749.113565 + Penalty 3033.138869 = -1195715.974697
  nChanged 707
		SP:Iteration 4F (132116.620000 sec): 3 clusters
  Score: Raw -1199244.579969 + Penalty 3033.138869 = -1196211.441101
  nChanged 675
		SP:Iteration 5F (132116.920000 sec): 3 clusters
  Score: Raw -1199706.786126 + Penalty 3033.138869 = -1196673.647258
  nChanged 586
		SP:Iteration 6F (132117.140000 sec): 3 clusters
  Score: Raw -1200090.763683 + Penalty 3033.138869 = -1197057.624814
  nChanged 534
		SP:Iteration 7Q (132117.420000 sec): 3 clusters
  Score: Raw -1200423.068929 + Penalty 3033.138869 = -1197389.930061
  nChanged 450
		SP:Iteration 8Q (132117.680000 sec): 3 clusters
  Score: Raw -1200667.275941 + Penalty 3033.138869 = -1197634.137072
  nChanged 370
		SP:Iteration 9Q (132117.910000 sec): 3 clusters
  Score: Raw -1200849.829341 + Penalty 3033.138869 = -1197816.690473
  nChanged 316
		SP:Iteration 10Q (132118.180000 sec): 3 clusters
  Score: Raw -1201005.748327 + Penalty 3033.138869 = -1197972.609458
  nChanged 280
		SP:Iteration 11Q (132118.400000 sec): 3 clusters
  Score: Raw -1201132.566881 + Penalty 3033.138869 = -1198099.428013
  nChanged 217
		SP:Iteration 12Q (132118.690000 sec): 3 clusters
  Score: Raw -1201214.878022 + Penalty 3033.138869 = -1198181.739153
  nChanged 165
		SP:Iteration 13Q (132119.000000 sec): 3 clusters
  Score: Raw -1201268.763690 + Penalty 3033.138869 = -1198235.624821
  nChanged 129
		SP:Iteration 14Q (132119.230000 sec): 3 clusters
  Score: Raw -1201302.398979 + Penalty 3033.138869 = -1198269.260110
  nChanged 112
		SP:Iteration 15Q (132119.460000 sec): 3 clusters
  Score: Raw -1201328.616337 + Penalty 3033.138869 = -1198295.477468
  nChanged 103
		SP:Iteration 16Q (132119.720000 sec): 3 clusters
  Score: Raw -1201349.888178 + Penalty 3033.138869 = -1198316.749309
  nChanged 90
		SP:Iteration 17Q (132119.960000 sec): 3 clusters
  Score: Raw -1201371.749810 + Penalty 3033.138869 = -1198338.610942
  nChanged 88
		SP:Iteration 18Q (132120.160000 sec): 3 clusters
  Score: Raw -1201391.844576 + Penalty 3033.138869 = -1198358.705707
  nChanged 79
		SP:Iteration 19Q (132120.380000 sec): 3 clusters
  Score: Raw -1201413.139373 + Penalty 3033.138869 = -1198380.000504
  nChanged 83
		SP:Iteration 20F (132120.660000 sec): 3 clusters
  Score: Raw -1201433.933053 + Penalty 3033.138869 = -1198400.794185
  nChanged 75
		SP:Iteration 21Q (132120.880000 sec): 3 clusters
  Score: Raw -1201452.296061 + Penalty 3033.138869 = -1198419.157193
  nChanged 81
		SP:Iteration 22Q (132121.130000 sec): 3 clusters
  Score: Raw -1201476.565241 + Penalty 3033.138869 = -1198443.426372
  nChanged 97
		SP:Iteration 23Q (132121.340000 sec): 3 clusters
  Score: Raw -1201511.161777 + Penalty 3033.138869 = -1198478.022908
  nChanged 109
		SP:Iteration 24Q (132121.640000 sec): 3 clusters
  Score: Raw -1201554.089165 + Penalty 3033.138869 = -1198520.950297
  nChanged 120
		SP:Iteration 25Q (132121.860000 sec): 3 clusters
  Score: Raw -1201610.075205 + Penalty 3033.138869 = -1198576.936336
  nChanged 144
		SP:Iteration 26Q (132122.120000 sec): 3 clusters
  Score: Raw -1201710.017562 + Penalty 3033.138869 = -1198676.878694
  nChanged 182
		SP:Iteration 27Q (132122.320000 sec): 3 clusters
  Score: Raw -1201879.779933 + Penalty 3033.138869 = -1198846.641065
  nChanged 218
		SP:Iteration 28Q (132122.560000 sec): 3 clusters
  Score: Raw -1202100.518578 + Penalty 3033.138869 = -1199067.379710
  nChanged 229
		SP:Iteration 29Q (132122.800000 sec): 3 clusters
  Score: Raw -1202267.570010 + Penalty 3033.138869 = -1199234.431142
  nChanged 192
		SP:Iteration 30Q (132123.060000 sec): 3 clusters
  Score: Raw -1202346.425577 + Penalty 3033.138869 = -1199313.286709
  nChanged 138
		SP:Iteration 31Q (132123.310000 sec): 3 clusters
  Score: Raw -1202390.791969 + Penalty 3033.138869 = -1199357.653100
  nChanged 100
		SP:Iteration 32Q (132123.560000 sec): 3 clusters
  Score: Raw -1202413.898676 + Penalty 3033.138869 = -1199380.759808
  nChanged 60
		SP:Iteration 33Q (132123.790000 sec): 3 clusters
  Score: Raw -1202425.466162 + Penalty 3033.138869 = -1199392.327293
  nChanged 37
		SP:Iteration 34Q (132123.990000 sec): 3 clusters
  Score: Raw -1202431.736967 + Penalty 3033.138869 = -1199398.598098
  nChanged 16
		SP:Iteration 35Q (132124.290000 sec): 3 clusters
  Score: Raw -1202433.651034 + Penalty 3033.138869 = -1199400.512166
  nChanged 13
		SP:Iteration 36Q (132124.530000 sec): 3 clusters
  Score: Raw -1202435.230530 + Penalty 3033.138869 = -1199402.091662
  nChanged 12
		SP:Iteration 37Q (132124.810000 sec): 3 clusters
  Score: Raw -1202436.494355 + Penalty 3033.138869 = -1199403.355487
  nChanged 4
		SP:Iteration 38Q (132125.110000 sec): 3 clusters
  Score: Raw -1202436.976284 + Penalty 3033.138869 = -1199403.837416
  nChanged 3
		SP:Iteration 39Q (132125.340000 sec): 3 clusters
  Score: Raw -1202437.156280 + Penalty 3033.138869 = -1199404.017412
  nChanged 2
		SP:Iteration 40F (132125.590000 sec): 3 clusters
  Score: Raw -1202438.305344 + Penalty 3033.138869 = -1199405.166475
  nChanged 2
		SP:Iteration 41Q (132125.840000 sec): 3 clusters
  Score: Raw -1202438.696138 + Penalty 3033.138869 = -1199405.557269
  nChanged 3
		SP:Iteration 42Q (132126.040000 sec): 3 clusters
  Score: Raw -1202439.156919 + Penalty 3033.138869 = -1199406.018051
  nChanged 3
		SP:Iteration 43Q (132126.310000 sec): 3 clusters
  Score: Raw -1202439.440038 + Penalty 3033.138869 = -1199406.301169
  nChanged 2
		SP:Iteration 44Q (132126.530000 sec): 3 clusters
  Score: Raw -1202439.601735 + Penalty 3033.138869 = -1199406.462866
  nChanged 0
		SP:Iteration 45F (132126.730000 sec): 3 clusters
  Score: Raw -1202439.601735 + Penalty 3033.138869 = -1199406.462866
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132126.920000 sec): 2 clusters
  Score: Raw -490275.866189 + Penalty 1364.924462 = -488910.941728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132127.140000 sec): 3 clusters
  Score: Raw -488020.957092 + Penalty 2729.848923 = -485291.108169
  nChanged 1755
		SP:Iteration 1F (132127.360000 sec): 3 clusters
  Score: Raw -488877.897042 + Penalty 2729.848923 = -486148.048118
  nChanged 299
		SP:Iteration 2F (132127.530000 sec): 3 clusters
  Score: Raw -489012.100577 + Penalty 2729.848923 = -486282.251654
  nChanged 211
		SP:Iteration 3Q (132127.740000 sec): 3 clusters
  Score: Raw -489106.023299 + Penalty 2729.848923 = -486376.174376
  nChanged 168
		SP:Iteration 4Q (132127.960000 sec): 3 clusters
  Score: Raw -489179.406074 + Penalty 2729.848923 = -486449.557151
  nChanged 134
		SP:Iteration 5Q (132128.160000 sec): 3 clusters
  Score: Raw -489231.775200 + Penalty 2729.848923 = -486501.926277
  nChanged 104
		SP:Iteration 6Q (132128.350000 sec): 3 clusters
  Score: Raw -489270.212708 + Penalty 2729.848923 = -486540.363785
  nChanged 95
		SP:Iteration 7Q (132128.570000 sec): 3 clusters
  Score: Raw -489308.244068 + Penalty 2729.848923 = -486578.395145
  nChanged 85
		SP:Iteration 8Q (132128.750000 sec): 3 clusters
  Score: Raw -489342.186726 + Penalty 2729.848923 = -486612.337803
  nChanged 78
		SP:Iteration 9Q (132128.930000 sec): 3 clusters
  Score: Raw -489377.706243 + Penalty 2729.848923 = -486647.857320
  nChanged 92
		SP:Iteration 10Q (132129.200000 sec): 3 clusters
  Score: Raw -489413.120956 + Penalty 2729.848923 = -486683.272033
  nChanged 87
		SP:Iteration 11Q (132129.390000 sec): 3 clusters
  Score: Raw -489447.322090 + Penalty 2729.848923 = -486717.473167
  nChanged 97
		SP:Iteration 12Q (132129.560000 sec): 3 clusters
  Score: Raw -489486.956246 + Penalty 2729.848923 = -486757.107323
  nChanged 83
		SP:Iteration 13Q (132129.760000 sec): 3 clusters
  Score: Raw -489523.041751 + Penalty 2729.848923 = -486793.192828
  nChanged 81
		SP:Iteration 14Q (132130.000000 sec): 3 clusters
  Score: Raw -489555.608328 + Penalty 2729.848923 = -486825.759405
  nChanged 77
		SP:Iteration 15Q (132130.210000 sec): 3 clusters
  Score: Raw -489587.643883 + Penalty 2729.848923 = -486857.794960
  nChanged 78
		SP:Iteration 16Q (132130.370000 sec): 3 clusters
  Score: Raw -489618.617227 + Penalty 2729.848923 = -486888.768304
  nChanged 92
		SP:Iteration 17Q (132130.600000 sec): 3 clusters
  Score: Raw -489655.158908 + Penalty 2729.848923 = -486925.309985
  nChanged 83
		SP:Iteration 18Q (132130.790000 sec): 3 clusters
  Score: Raw -489690.179398 + Penalty 2729.848923 = -486960.330474
  nChanged 79
		SP:Iteration 19Q (132131.020000 sec): 3 clusters
  Score: Raw -489725.797704 + Penalty 2729.848923 = -486995.948781
  nChanged 94
		SP:Iteration 20F (132131.230000 sec): 3 clusters
  Score: Raw -489768.789629 + Penalty 2729.848923 = -487038.940706
  nChanged 86
		SP:Iteration 21Q (132131.420000 sec): 3 clusters
  Score: Raw -489804.158510 + Penalty 2729.848923 = -487074.309587
  nChanged 83
		SP:Iteration 22Q (132131.590000 sec): 3 clusters
  Score: Raw -489839.059014 + Penalty 2729.848923 = -487109.210091
  nChanged 69
		SP:Iteration 23Q (132131.790000 sec): 3 clusters
  Score: Raw -489868.742746 + Penalty 2729.848923 = -487138.893822
  nChanged 75
		SP:Iteration 24Q (132131.970000 sec): 3 clusters
  Score: Raw -489903.507915 + Penalty 2729.848923 = -487173.658992
  nChanged 83
		SP:Iteration 25Q (132132.210000 sec): 3 clusters
  Score: Raw -489950.334155 + Penalty 2729.848923 = -487220.485232
  nChanged 81
		SP:Iteration 26Q (132132.440000 sec): 3 clusters
  Score: Raw -490000.232413 + Penalty 2729.848923 = -487270.383490
  nChanged 91
		SP:Iteration 27Q (132132.620000 sec): 3 clusters
  Score: Raw -490056.752275 + Penalty 2729.848923 = -487326.903352
  nChanged 83
		SP:Iteration 28Q (132132.810000 sec): 3 clusters
  Score: Raw -490112.181890 + Penalty 2729.848923 = -487382.332967
  nChanged 74
		SP:Iteration 29Q (132132.980000 sec): 3 clusters
  Score: Raw -490174.215666 + Penalty 2729.848923 = -487444.366743
  nChanged 84
		SP:Iteration 30Q (132133.200000 sec): 3 clusters
  Score: Raw -490242.802900 + Penalty 2729.848923 = -487512.953977
  nChanged 59
		SP:Iteration 31Q (132133.420000 sec): 3 clusters
  Score: Raw -490289.044569 + Penalty 2729.848923 = -487559.195646
  nChanged 51
		SP:Iteration 32Q (132133.570000 sec): 3 clusters
  Score: Raw -490328.298610 + Penalty 2729.848923 = -487598.449687
  nChanged 40
		SP:Iteration 33Q (132133.740000 sec): 3 clusters
  Score: Raw -490356.055249 + Penalty 2729.848923 = -487626.206326
  nChanged 34
		SP:Iteration 34Q (132133.950000 sec): 3 clusters
  Score: Raw -490379.932713 + Penalty 2729.848923 = -487650.083790
  nChanged 21
		SP:Iteration 35Q (132134.200000 sec): 3 clusters
  Score: Raw -490391.001122 + Penalty 2729.848923 = -487661.152199
  nChanged 19
		SP:Iteration 36Q (132134.370000 sec): 3 clusters
  Score: Raw -490403.990069 + Penalty 2729.848923 = -487674.141146
  nChanged 20
		SP:Iteration 37Q (132134.560000 sec): 3 clusters
  Score: Raw -490418.086473 + Penalty 2729.848923 = -487688.237550
  nChanged 18
		SP:Iteration 38Q (132134.770000 sec): 3 clusters
  Score: Raw -490428.576118 + Penalty 2729.848923 = -487698.727195
  nChanged 12
		SP:Iteration 39Q (132134.940000 sec): 3 clusters
  Score: Raw -490433.709518 + Penalty 2729.848923 = -487703.860595
  nChanged 4
		SP:Iteration 40F (132135.130000 sec): 3 clusters
  Score: Raw -490435.446486 + Penalty 2729.848923 = -487705.597562
  nChanged 5
		SP:Iteration 41Q (132135.330000 sec): 3 clusters
  Score: Raw -490437.992931 + Penalty 2729.848923 = -487708.144008
  nChanged 5
		SP:Iteration 42Q (132135.540000 sec): 3 clusters
  Score: Raw -490440.933490 + Penalty 2729.848923 = -487711.084567
  nChanged 4
		SP:Iteration 43Q (132135.670000 sec): 3 clusters
  Score: Raw -490444.704389 + Penalty 2729.848923 = -487714.855466
  nChanged 9
		SP:Iteration 44Q (132135.940000 sec): 3 clusters
  Score: Raw -490449.673846 + Penalty 2729.848923 = -487719.824923
  nChanged 7
		SP:Iteration 45Q (132136.160000 sec): 3 clusters
  Score: Raw -490454.657850 + Penalty 2729.848923 = -487724.808927
  nChanged 5
		SP:Iteration 46Q (132136.370000 sec): 3 clusters
  Score: Raw -490457.588788 + Penalty 2729.848923 = -487727.739864
  nChanged 5
		SP:Iteration 47Q (132136.550000 sec): 3 clusters
  Score: Raw -490460.068700 + Penalty 2729.848923 = -487730.219777
  nChanged 5
		SP:Iteration 48Q (132136.780000 sec): 3 clusters
  Score: Raw -490463.931135 + Penalty 2729.848923 = -487734.082212
  nChanged 3
		SP:Iteration 49Q (132137.030000 sec): 3 clusters
  Score: Raw -490465.368128 + Penalty 2729.848923 = -487735.519205
  nChanged 0
		SP:Iteration 50F (132137.240000 sec): 3 clusters
  Score: Raw -490465.368128 + Penalty 2729.848923 = -487735.519205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132137.390000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132137.570000 sec): 3 clusters
  Score: Raw -428556.210418 + Penalty 2689.248883 = -425866.961535
  nChanged 1491
		SP:Iteration 1F (132137.830000 sec): 3 clusters
  Score: Raw -429370.159436 + Penalty 2689.248883 = -426680.910553
  nChanged 252
		SP:Iteration 2F (132137.980000 sec): 3 clusters
  Score: Raw -429505.308718 + Penalty 2689.248883 = -426816.059835
  nChanged 167
		SP:Iteration 3Q (132138.240000 sec): 3 clusters
  Score: Raw -429585.240960 + Penalty 2689.248883 = -426895.992077
  nChanged 131
		SP:Iteration 4Q (132138.440000 sec): 3 clusters
  Score: Raw -429655.609927 + Penalty 2689.248883 = -426966.361044
  nChanged 105
		SP:Iteration 5Q (132138.670000 sec): 3 clusters
  Score: Raw -429699.629644 + Penalty 2689.248883 = -427010.380761
  nChanged 94
		SP:Iteration 6Q (132138.890000 sec): 3 clusters
  Score: Raw -429738.887556 + Penalty 2689.248883 = -427049.638673
  nChanged 83
		SP:Iteration 7Q (132139.130000 sec): 3 clusters
  Score: Raw -429775.003180 + Penalty 2689.248883 = -427085.754298
  nChanged 79
		SP:Iteration 8Q (132139.330000 sec): 3 clusters
  Score: Raw -429812.498552 + Penalty 2689.248883 = -427123.249669
  nChanged 71
		SP:Iteration 9Q (132139.560000 sec): 3 clusters
  Score: Raw -429848.702014 + Penalty 2689.248883 = -427159.453131
  nChanged 69
		SP:Iteration 10Q (132139.750000 sec): 3 clusters
  Score: Raw -429883.477212 + Penalty 2689.248883 = -427194.228329
  nChanged 84
		SP:Iteration 11Q (132140.010000 sec): 3 clusters
  Score: Raw -429923.473970 + Penalty 2689.248883 = -427234.225087
  nChanged 93
		SP:Iteration 12Q (132140.210000 sec): 3 clusters
  Score: Raw -429964.064514 + Penalty 2689.248883 = -427274.815632
  nChanged 79
		SP:Iteration 13Q (132140.410000 sec): 3 clusters
  Score: Raw -429999.085735 + Penalty 2689.248883 = -427309.836852
  nChanged 79
		SP:Iteration 14Q (132140.620000 sec): 3 clusters
  Score: Raw -430042.532464 + Penalty 2689.248883 = -427353.283581
  nChanged 86
		SP:Iteration 15Q (132140.800000 sec): 3 clusters
  Score: Raw -430089.850825 + Penalty 2689.248883 = -427400.601942
  nChanged 67
		SP:Iteration 16Q (132140.970000 sec): 3 clusters
  Score: Raw -430128.338115 + Penalty 2689.248883 = -427439.089232
  nChanged 74
		SP:Iteration 17Q (132141.240000 sec): 3 clusters
  Score: Raw -430166.736160 + Penalty 2689.248883 = -427477.487278
  nChanged 56
		SP:Iteration 18Q (132141.430000 sec): 3 clusters
  Score: Raw -430200.569095 + Penalty 2689.248883 = -427511.320213
  nChanged 55
		SP:Iteration 19Q (132141.650000 sec): 3 clusters
  Score: Raw -430238.583350 + Penalty 2689.248883 = -427549.334468
  nChanged 70
		SP:Iteration 20F (132141.870000 sec): 3 clusters
  Score: Raw -430289.082317 + Penalty 2689.248883 = -427599.833434
  nChanged 63
		SP:Iteration 21Q (132142.050000 sec): 3 clusters
  Score: Raw -430333.440660 + Penalty 2689.248883 = -427644.191778
  nChanged 47
		SP:Iteration 22Q (132142.290000 sec): 3 clusters
  Score: Raw -430366.225356 + Penalty 2689.248883 = -427676.976473
  nChanged 45
		SP:Iteration 23Q (132142.510000 sec): 3 clusters
  Score: Raw -430398.961995 + Penalty 2689.248883 = -427709.713113
  nChanged 40
		SP:Iteration 24Q (132142.690000 sec): 3 clusters
  Score: Raw -430427.427982 + Penalty 2689.248883 = -427738.179100
  nChanged 27
		SP:Iteration 25Q (132142.930000 sec): 3 clusters
  Score: Raw -430446.058522 + Penalty 2689.248883 = -427756.809640
  nChanged 27
		SP:Iteration 26Q (132143.130000 sec): 3 clusters
  Score: Raw -430464.655042 + Penalty 2689.248883 = -427775.406159
  nChanged 18
		SP:Iteration 27Q (132143.340000 sec): 3 clusters
  Score: Raw -430477.711844 + Penalty 2689.248883 = -427788.462962
  nChanged 19
		SP:Iteration 28Q (132143.570000 sec): 3 clusters
  Score: Raw -430490.508394 + Penalty 2689.248883 = -427801.259511
  nChanged 19
		SP:Iteration 29Q (132143.780000 sec): 3 clusters
  Score: Raw -430503.960674 + Penalty 2689.248883 = -427814.711792
  nChanged 18
		SP:Iteration 30Q (132144.000000 sec): 3 clusters
  Score: Raw -430519.030429 + Penalty 2689.248883 = -427829.781547
  nChanged 16
		SP:Iteration 31Q (132144.180000 sec): 3 clusters
  Score: Raw -430535.949857 + Penalty 2689.248883 = -427846.700974
  nChanged 21
		SP:Iteration 32Q (132144.390000 sec): 3 clusters
  Score: Raw -430554.373622 + Penalty 2689.248883 = -427865.124740
  nChanged 16
		SP:Iteration 33Q (132144.550000 sec): 3 clusters
  Score: Raw -430566.211146 + Penalty 2689.248883 = -427876.962263
  nChanged 15
		SP:Iteration 34Q (132144.760000 sec): 3 clusters
  Score: Raw -430580.138868 + Penalty 2689.248883 = -427890.889985
  nChanged 17
		SP:Iteration 35Q (132144.930000 sec): 3 clusters
  Score: Raw -430595.327152 + Penalty 2689.248883 = -427906.078270
  nChanged 10
		SP:Iteration 36Q (132145.150000 sec): 3 clusters
  Score: Raw -430602.588893 + Penalty 2689.248883 = -427913.340010
  nChanged 6
		SP:Iteration 37Q (132145.310000 sec): 3 clusters
  Score: Raw -430607.342321 + Penalty 2689.248883 = -427918.093439
  nChanged 7
		SP:Iteration 38Q (132145.510000 sec): 3 clusters
  Score: Raw -430615.213653 + Penalty 2689.248883 = -427925.964770
  nChanged 12
		SP:Iteration 39Q (132145.660000 sec): 3 clusters
  Score: Raw -430625.547980 + Penalty 2689.248883 = -427936.299097
  nChanged 9
		SP:Iteration 40F (132145.830000 sec): 3 clusters
  Score: Raw -430635.428368 + Penalty 2689.248883 = -427946.179485
  nChanged 4
		SP:Iteration 41Q (132146.020000 sec): 3 clusters
  Score: Raw -430640.024343 + Penalty 2689.248883 = -427950.775461
  nChanged 4
		SP:Iteration 42Q (132146.240000 sec): 3 clusters
  Score: Raw -430643.909240 + Penalty 2689.248883 = -427954.660357
  nChanged 5
		SP:Iteration 43Q (132146.460000 sec): 3 clusters
  Score: Raw -430648.502414 + Penalty 2689.248883 = -427959.253532
  nChanged 4
		SP:Iteration 44Q (132146.630000 sec): 3 clusters
  Score: Raw -430651.806418 + Penalty 2689.248883 = -427962.557536
  nChanged 2
		SP:Iteration 45Q (132146.850000 sec): 3 clusters
  Score: Raw -430654.553145 + Penalty 2689.248883 = -427965.304262
  nChanged 2
		SP:Iteration 46Q (132147.050000 sec): 3 clusters
  Score: Raw -430657.893255 + Penalty 2689.248883 = -427968.644372
  nChanged 4
		SP:Iteration 47Q (132147.230000 sec): 3 clusters
  Score: Raw -430661.968724 + Penalty 2689.248883 = -427972.719842
  nChanged 1
		SP:Iteration 48Q (132147.420000 sec): 3 clusters
  Score: Raw -430662.668972 + Penalty 2689.248883 = -427973.420090
  nChanged 0
		SP:Iteration 49F (132147.660000 sec): 3 clusters
  Score: Raw -430662.668972 + Penalty 2689.248883 = -427973.420090
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132147.940000 sec): 2 clusters
  Score: Raw -3939833.177102 + Penalty 1717.388376 = -3938115.788725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132148.340000 sec): 3 clusters
  Score: Raw -3915460.234412 + Penalty 3434.776752 = -3912025.457659
  nChanged 18116
		SP:Iteration 1F (132148.750000 sec): 3 clusters
  Score: Raw -3926138.353363 + Penalty 3434.776752 = -3922703.576610
  nChanged 2025
		SP:Iteration 2F (132149.130000 sec): 3 clusters
  Score: Raw -3927041.628229 + Penalty 3434.776752 = -3923606.851477
  nChanged 2079
		SP:Iteration 3F (132149.510000 sec): 3 clusters
  Score: Raw -3928152.522126 + Penalty 3434.776752 = -3924717.745374
  nChanged 2372
		SP:Iteration 4F (132149.880000 sec): 3 clusters
  Score: Raw -3929628.077022 + Penalty 3434.776752 = -3926193.300269
  nChanged 2548
		SP:Iteration 5F (132150.220000 sec): 3 clusters
  Score: Raw -3931427.565879 + Penalty 3434.776752 = -3927992.789126
  nChanged 2538
		SP:Iteration 6F (132150.570000 sec): 3 clusters
  Score: Raw -3933404.793477 + Penalty 3434.776752 = -3929970.016725
  nChanged 2309
		SP:Iteration 7F (132150.940000 sec): 3 clusters
  Score: Raw -3935251.758109 + Penalty 3434.776752 = -3931816.981356
  nChanged 1875
		SP:Iteration 8Q (132151.300000 sec): 3 clusters
  Score: Raw -3936753.231048 + Penalty 3434.776752 = -3933318.454296
  nChanged 1472
		SP:Iteration 9Q (132151.670000 sec): 3 clusters
  Score: Raw -3937914.304380 + Penalty 3434.776752 = -3934479.527627
  nChanged 1067
		SP:Iteration 10Q (132152.020000 sec): 3 clusters
  Score: Raw -3938698.485068 + Penalty 3434.776752 = -3935263.708316
  nChanged 715
		SP:Iteration 11Q (132152.420000 sec): 3 clusters
  Score: Raw -3939183.495532 + Penalty 3434.776752 = -3935748.718780
  nChanged 472
		SP:Iteration 12Q (132152.760000 sec): 3 clusters
  Score: Raw -3939502.765292 + Penalty 3434.776752 = -3936067.988540
  nChanged 325
		SP:Iteration 13Q (132153.080000 sec): 3 clusters
  Score: Raw -3939708.979893 + Penalty 3434.776752 = -3936274.203141
  nChanged 214
		SP:Iteration 14Q (132153.440000 sec): 3 clusters
  Score: Raw -3939846.359604 + Penalty 3434.776752 = -3936411.582852
  nChanged 148
		SP:Iteration 15Q (132153.830000 sec): 3 clusters
  Score: Raw -3939945.407396 + Penalty 3434.776752 = -3936510.630644
  nChanged 103
		SP:Iteration 16Q (132154.220000 sec): 3 clusters
  Score: Raw -3940008.858308 + Penalty 3434.776752 = -3936574.081556
  nChanged 82
		SP:Iteration 17Q (132154.550000 sec): 3 clusters
  Score: Raw -3940054.386263 + Penalty 3434.776752 = -3936619.609511
  nChanged 57
		SP:Iteration 18Q (132154.860000 sec): 3 clusters
  Score: Raw -3940086.319557 + Penalty 3434.776752 = -3936651.542804
  nChanged 35
		SP:Iteration 19Q (132155.150000 sec): 3 clusters
  Score: Raw -3940108.077744 + Penalty 3434.776752 = -3936673.300992
  nChanged 26
		SP:Iteration 20F (132155.510000 sec): 3 clusters
  Score: Raw -3940125.947130 + Penalty 3434.776752 = -3936691.170378
  nChanged 29
		SP:Iteration 21Q (132155.860000 sec): 3 clusters
  Score: Raw -3940139.471223 + Penalty 3434.776752 = -3936704.694470
  nChanged 22
		SP:Iteration 22Q (132156.200000 sec): 3 clusters
  Score: Raw -3940152.965316 + Penalty 3434.776752 = -3936718.188564
  nChanged 25
		SP:Iteration 23Q (132156.580000 sec): 3 clusters
  Score: Raw -3940163.581646 + Penalty 3434.776752 = -3936728.804894
  nChanged 18
		SP:Iteration 24Q (132156.910000 sec): 3 clusters
  Score: Raw -3940175.748775 + Penalty 3434.776752 = -3936740.972023
  nChanged 13
		SP:Iteration 25Q (132157.270000 sec): 3 clusters
  Score: Raw -3940181.752040 + Penalty 3434.776752 = -3936746.975288
  nChanged 12
		SP:Iteration 26Q (132157.660000 sec): 3 clusters
  Score: Raw -3940186.521915 + Penalty 3434.776752 = -3936751.745163
  nChanged 7
		SP:Iteration 27Q (132157.990000 sec): 3 clusters
  Score: Raw -3940190.201247 + Penalty 3434.776752 = -3936755.424495
  nChanged 8
		SP:Iteration 28Q (132158.340000 sec): 3 clusters
  Score: Raw -3940194.666872 + Penalty 3434.776752 = -3936759.890120
  nChanged 10
		SP:Iteration 29Q (132158.730000 sec): 3 clusters
  Score: Raw -3940200.217425 + Penalty 3434.776752 = -3936765.440673
  nChanged 8
		SP:Iteration 30Q (132159.110000 sec): 3 clusters
  Score: Raw -3940205.087014 + Penalty 3434.776752 = -3936770.310261
  nChanged 6
		SP:Iteration 31Q (132159.450000 sec): 3 clusters
  Score: Raw -3940210.021721 + Penalty 3434.776752 = -3936775.244969
  nChanged 4
		SP:Iteration 32Q (132159.790000 sec): 3 clusters
  Score: Raw -3940213.079595 + Penalty 3434.776752 = -3936778.302842
  nChanged 4
		SP:Iteration 33Q (132160.170000 sec): 3 clusters
  Score: Raw -3940214.930042 + Penalty 3434.776752 = -3936780.153290
  nChanged 5
		SP:Iteration 34Q (132160.530000 sec): 3 clusters
  Score: Raw -3940216.869091 + Penalty 3434.776752 = -3936782.092339
  nChanged 5
		SP:Iteration 35Q (132160.860000 sec): 3 clusters
  Score: Raw -3940218.688946 + Penalty 3434.776752 = -3936783.912193
  nChanged 2
		SP:Iteration 36Q (132161.260000 sec): 3 clusters
  Score: Raw -3940219.551511 + Penalty 3434.776752 = -3936784.774758
  nChanged 3
		SP:Iteration 37Q (132161.650000 sec): 3 clusters
  Score: Raw -3940220.775839 + Penalty 3434.776752 = -3936785.999087
  nChanged 1
		SP:Iteration 38Q (132161.960000 sec): 3 clusters
  Score: Raw -3940221.003834 + Penalty 3434.776752 = -3936786.227082
  nChanged 1
		SP:Iteration 39Q (132162.310000 sec): 3 clusters
  Score: Raw -3940221.498021 + Penalty 3434.776752 = -3936786.721269
  nChanged 1
		SP:Iteration 40F (132162.640000 sec): 3 clusters
  Score: Raw -3940222.609439 + Penalty 3434.776752 = -3936787.832686
  nChanged 2
		SP:Iteration 41Q (132162.990000 sec): 3 clusters
  Score: Raw -3940223.232944 + Penalty 3434.776752 = -3936788.456192
  nChanged 3
		SP:Iteration 42Q (132163.310000 sec): 3 clusters
  Score: Raw -3940225.463136 + Penalty 3434.776752 = -3936790.686384
  nChanged 3
		SP:Iteration 43Q (132163.650000 sec): 3 clusters
  Score: Raw -3940226.068510 + Penalty 3434.776752 = -3936791.291758
  nChanged 1
		SP:Iteration 44Q (132164.030000 sec): 3 clusters
  Score: Raw -3940227.199883 + Penalty 3434.776752 = -3936792.423131
  nChanged 4
		SP:Iteration 45Q (132164.330000 sec): 3 clusters
  Score: Raw -3940229.092013 + Penalty 3434.776752 = -3936794.315260
  nChanged 4
		SP:Iteration 46Q (132164.680000 sec): 3 clusters
  Score: Raw -3940231.508946 + Penalty 3434.776752 = -3936796.732194
  nChanged 2
		SP:Iteration 47Q (132164.980000 sec): 3 clusters
  Score: Raw -3940232.264749 + Penalty 3434.776752 = -3936797.487997
  nChanged 2
		SP:Iteration 48Q (132165.340000 sec): 3 clusters
  Score: Raw -3940232.722795 + Penalty 3434.776752 = -3936797.946043
  nChanged 1
		SP:Iteration 49Q (132165.650000 sec): 3 clusters
  Score: Raw -3940233.272949 + Penalty 3434.776752 = -3936798.496197
  nChanged 1
		SP:Iteration 50Q (132165.990000 sec): 3 clusters
  Score: Raw -3940233.934478 + Penalty 3434.776752 = -3936799.157726
  nChanged 1
		SP:Iteration 51Q (132166.330000 sec): 3 clusters
  Score: Raw -3940235.011069 + Penalty 3434.776752 = -3936800.234317
  nChanged 1
		SP:Iteration 52Q (132166.650000 sec): 3 clusters
  Score: Raw -3940235.394001 + Penalty 3434.776752 = -3936800.617249
  nChanged 1
		SP:Iteration 53Q (132167.000000 sec): 3 clusters
  Score: Raw -3940235.860575 + Penalty 3434.776752 = -3936801.083823
  nChanged 0
		SP:Iteration 54F (132167.350000 sec): 3 clusters
  Score: Raw -3940235.860575 + Penalty 3434.776752 = -3936801.083823
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132167.460000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132167.610000 sec): 3 clusters
  Score: Raw -18397.089263 + Penalty 1746.965482 = -16650.123780
  nChanged 50
		SP:Iteration 1F (132167.780000 sec): 3 clusters
  Score: Raw -18611.306251 + Penalty 1746.965482 = -16864.340769
  nChanged 12
		SP:Iteration 2F (132167.950000 sec): 3 clusters
  Score: Raw -18655.995782 + Penalty 1746.965482 = -16909.030299
  nChanged 3
		SP:Iteration 3Q (132168.100000 sec): 3 clusters
  Score: Raw -18678.952750 + Penalty 1746.965482 = -16931.987268
  nChanged 1
		SP:Iteration 4Q (132168.310000 sec): 3 clusters
  Score: Raw -18679.642275 + Penalty 1746.965482 = -16932.676793
  nChanged 0
		SP:Iteration 5F (132168.450000 sec): 3 clusters
  Score: Raw -18679.642275 + Penalty 1746.965482 = -16932.676793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132168.610000 sec): 2 clusters
  Score: Raw -855791.249274 + Penalty 1464.669664 = -854326.579610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132168.820000 sec): 3 clusters
  Score: Raw -851211.279177 + Penalty 2929.339328 = -848281.939850
  nChanged 3492
		SP:Iteration 1F (132169.080000 sec): 3 clusters
  Score: Raw -853078.050420 + Penalty 2929.339328 = -850148.711092
  nChanged 520
		SP:Iteration 2F (132169.290000 sec): 3 clusters
  Score: Raw -853326.396530 + Penalty 2929.339328 = -850397.057202
  nChanged 425
		SP:Iteration 3F (132169.510000 sec): 3 clusters
  Score: Raw -853547.486536 + Penalty 2929.339328 = -850618.147209
  nChanged 398
		SP:Iteration 4Q (132169.690000 sec): 3 clusters
  Score: Raw -853767.683602 + Penalty 2929.339328 = -850838.344274
  nChanged 371
		SP:Iteration 5Q (132169.930000 sec): 3 clusters
  Score: Raw -853960.418511 + Penalty 2929.339328 = -851031.079184
  nChanged 389
		SP:Iteration 6Q (132170.140000 sec): 3 clusters
  Score: Raw -854155.518991 + Penalty 2929.339328 = -851226.179663
  nChanged 356
		SP:Iteration 7Q (132170.340000 sec): 3 clusters
  Score: Raw -854344.268562 + Penalty 2929.339328 = -851414.929234
  nChanged 335
		SP:Iteration 8Q (132170.570000 sec): 3 clusters
  Score: Raw -854524.553405 + Penalty 2929.339328 = -851595.214077
  nChanged 289
		SP:Iteration 9Q (132170.820000 sec): 3 clusters
  Score: Raw -854657.977090 + Penalty 2929.339328 = -851728.637762
  nChanged 237
		SP:Iteration 10Q (132171.070000 sec): 3 clusters
  Score: Raw -854762.078271 + Penalty 2929.339328 = -851832.738943
  nChanged 169
		SP:Iteration 11Q (132171.320000 sec): 3 clusters
  Score: Raw -854834.222596 + Penalty 2929.339328 = -851904.883268
  nChanged 158
		SP:Iteration 12Q (132171.520000 sec): 3 clusters
  Score: Raw -854906.328565 + Penalty 2929.339328 = -851976.989237
  nChanged 161
		SP:Iteration 13Q (132171.770000 sec): 3 clusters
  Score: Raw -854997.101596 + Penalty 2929.339328 = -852067.762268
  nChanged 159
		SP:Iteration 14Q (132172.030000 sec): 3 clusters
  Score: Raw -855079.717217 + Penalty 2929.339328 = -852150.377889
  nChanged 159
		SP:Iteration 15Q (132172.240000 sec): 3 clusters
  Score: Raw -855188.428645 + Penalty 2929.339328 = -852259.089317
  nChanged 166
		SP:Iteration 16Q (132172.490000 sec): 3 clusters
  Score: Raw -855311.940102 + Penalty 2929.339328 = -852382.600774
  nChanged 175
		SP:Iteration 17Q (132172.680000 sec): 3 clusters
  Score: Raw -855423.412223 + Penalty 2929.339328 = -852494.072895
  nChanged 155
		SP:Iteration 18Q (132172.930000 sec): 3 clusters
  Score: Raw -855514.263056 + Penalty 2929.339328 = -852584.923728
  nChanged 120
		SP:Iteration 19Q (132173.120000 sec): 3 clusters
  Score: Raw -855574.176077 + Penalty 2929.339328 = -852644.836749
  nChanged 111
		SP:Iteration 20F (132173.350000 sec): 3 clusters
  Score: Raw -855631.277592 + Penalty 2929.339328 = -852701.938264
  nChanged 100
		SP:Iteration 21Q (132173.590000 sec): 3 clusters
  Score: Raw -855682.878035 + Penalty 2929.339328 = -852753.538707
  nChanged 94
		SP:Iteration 22Q (132173.780000 sec): 3 clusters
  Score: Raw -855723.769724 + Penalty 2929.339328 = -852794.430396
  nChanged 65
		SP:Iteration 23Q (132174.010000 sec): 3 clusters
  Score: Raw -855751.401396 + Penalty 2929.339328 = -852822.062068
  nChanged 66
		SP:Iteration 24Q (132174.210000 sec): 3 clusters
  Score: Raw -855781.782824 + Penalty 2929.339328 = -852852.443496
  nChanged 63
		SP:Iteration 25Q (132174.440000 sec): 3 clusters
  Score: Raw -855814.997719 + Penalty 2929.339328 = -852885.658391
  nChanged 66
		SP:Iteration 26Q (132174.690000 sec): 3 clusters
  Score: Raw -855842.800397 + Penalty 2929.339328 = -852913.461069
  nChanged 44
		SP:Iteration 27Q (132174.890000 sec): 3 clusters
  Score: Raw -855861.107212 + Penalty 2929.339328 = -852931.767884
  nChanged 45
		SP:Iteration 28Q (132175.100000 sec): 3 clusters
  Score: Raw -855880.609229 + Penalty 2929.339328 = -852951.269902
  nChanged 51
		SP:Iteration 29Q (132175.340000 sec): 3 clusters
  Score: Raw -855900.278398 + Penalty 2929.339328 = -852970.939070
  nChanged 53
		SP:Iteration 30Q (132175.490000 sec): 3 clusters
  Score: Raw -855929.736015 + Penalty 2929.339328 = -853000.396687
  nChanged 53
		SP:Iteration 31Q (132175.740000 sec): 3 clusters
  Score: Raw -855954.956105 + Penalty 2929.339328 = -853025.616777
  nChanged 48
		SP:Iteration 32Q (132175.990000 sec): 3 clusters
  Score: Raw -855972.597485 + Penalty 2929.339328 = -853043.258157
  nChanged 43
		SP:Iteration 33Q (132176.200000 sec): 3 clusters
  Score: Raw -855986.915938 + Penalty 2929.339328 = -853057.576610
  nChanged 29
		SP:Iteration 34Q (132176.450000 sec): 3 clusters
  Score: Raw -856000.118216 + Penalty 2929.339328 = -853070.778888
  nChanged 34
		SP:Iteration 35Q (132176.580000 sec): 3 clusters
  Score: Raw -856012.550150 + Penalty 2929.339328 = -853083.210822
  nChanged 30
		SP:Iteration 36Q (132176.790000 sec): 3 clusters
  Score: Raw -856020.956092 + Penalty 2929.339328 = -853091.616764
  nChanged 27
		SP:Iteration 37Q (132177.040000 sec): 3 clusters
  Score: Raw -856028.599226 + Penalty 2929.339328 = -853099.259898
  nChanged 28
		SP:Iteration 38Q (132177.240000 sec): 3 clusters
  Score: Raw -856037.275609 + Penalty 2929.339328 = -853107.936281
  nChanged 26
		SP:Iteration 39Q (132177.450000 sec): 3 clusters
  Score: Raw -856046.606162 + Penalty 2929.339328 = -853117.266834
  nChanged 21
		SP:Iteration 40F (132177.690000 sec): 3 clusters
  Score: Raw -856054.871390 + Penalty 2929.339328 = -853125.532063
  nChanged 30
		SP:Iteration 41Q (132177.900000 sec): 3 clusters
  Score: Raw -856065.406182 + Penalty 2929.339328 = -853136.066854
  nChanged 27
		SP:Iteration 42Q (132178.100000 sec): 3 clusters
  Score: Raw -856072.805075 + Penalty 2929.339328 = -853143.465747
  nChanged 22
		SP:Iteration 43Q (132178.330000 sec): 3 clusters
  Score: Raw -856079.297228 + Penalty 2929.339328 = -853149.957900
  nChanged 11
		SP:Iteration 44Q (132178.490000 sec): 3 clusters
  Score: Raw -856082.183961 + Penalty 2929.339328 = -853152.844633
  nChanged 12
		SP:Iteration 45Q (132178.730000 sec): 3 clusters
  Score: Raw -856085.705069 + Penalty 2929.339328 = -853156.365741
  nChanged 8
		SP:Iteration 46Q (132178.940000 sec): 3 clusters
  Score: Raw -856088.036101 + Penalty 2929.339328 = -853158.696773
  nChanged 8
		SP:Iteration 47Q (132179.160000 sec): 3 clusters
  Score: Raw -856090.963463 + Penalty 2929.339328 = -853161.624135
  nChanged 7
		SP:Iteration 48Q (132179.340000 sec): 3 clusters
  Score: Raw -856093.096826 + Penalty 2929.339328 = -853163.757498
  nChanged 5
		SP:Iteration 49Q (132179.530000 sec): 3 clusters
  Score: Raw -856094.059097 + Penalty 2929.339328 = -853164.719769
  nChanged 2
		SP:Iteration 50Q (132179.770000 sec): 3 clusters
  Score: Raw -856094.798498 + Penalty 2929.339328 = -853165.459170
  nChanged 2
		SP:Iteration 51Q (132179.930000 sec): 3 clusters
  Score: Raw -856095.087558 + Penalty 2929.339328 = -853165.748230
  nChanged 1
		SP:Iteration 52Q (132180.150000 sec): 3 clusters
  Score: Raw -856095.518119 + Penalty 2929.339328 = -853166.178791
  nChanged 1
		SP:Iteration 53Q (132180.320000 sec): 3 clusters
  Score: Raw -856095.835587 + Penalty 2929.339328 = -853166.496259
  nChanged 0
		SP:Iteration 54F (132180.550000 sec): 3 clusters
  Score: Raw -856095.835587 + Penalty 2929.339328 = -853166.496259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132180.920000 sec): 2 clusters
  Score: Raw -7726658.652575 + Penalty 1824.603942 = -7724834.048633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132181.430000 sec): 3 clusters
  Score: Raw -7678114.891217 + Penalty 3649.207884 = -7674465.683332
  nChanged 35819
		SP:Iteration 1F (132181.920000 sec): 3 clusters
  Score: Raw -7698483.162428 + Penalty 3649.207884 = -7694833.954544
  nChanged 2434
		SP:Iteration 2Q (132182.440000 sec): 3 clusters
  Score: Raw -7699123.045305 + Penalty 3649.207884 = -7695473.837421
  nChanged 2620
		SP:Iteration 3Q (132182.970000 sec): 3 clusters
  Score: Raw -7699957.975468 + Penalty 3649.207884 = -7696308.767584
  nChanged 2915
		SP:Iteration 4Q (132183.490000 sec): 3 clusters
  Score: Raw -7701062.441173 + Penalty 3649.207884 = -7697413.233289
  nChanged 3340
		SP:Iteration 5Q (132184.080000 sec): 3 clusters
  Score: Raw -7702544.854529 + Penalty 3649.207884 = -7698895.646645
  nChanged 3723
		SP:Iteration 6Q (132184.600000 sec): 3 clusters
  Score: Raw -7704455.252107 + Penalty 3649.207884 = -7700806.044223
  nChanged 4069
		SP:Iteration 7F (132185.110000 sec): 3 clusters
  Score: Raw -7706946.070166 + Penalty 3649.207884 = -7703296.862282
  nChanged 4652
		SP:Iteration 8F (132185.650000 sec): 3 clusters
  Score: Raw -7710166.748534 + Penalty 3649.207884 = -7706517.540650
  nChanged 4901
		SP:Iteration 9F (132186.230000 sec): 3 clusters
  Score: Raw -7713717.417958 + Penalty 3649.207884 = -7710068.210074
  nChanged 4917
		SP:Iteration 10F (132186.780000 sec): 3 clusters
  Score: Raw -7717449.528287 + Penalty 3649.207884 = -7713800.320403
  nChanged 4465
		SP:Iteration 11F (132187.280000 sec): 3 clusters
  Score: Raw -7720880.386471 + Penalty 3649.207884 = -7717231.178587
  nChanged 3500
		SP:Iteration 12Q (132187.820000 sec): 3 clusters
  Score: Raw -7723600.062734 + Penalty 3649.207884 = -7719950.854850
  nChanged 2227
		SP:Iteration 13Q (132188.330000 sec): 3 clusters
  Score: Raw -7725347.173512 + Penalty 3649.207884 = -7721697.965628
  nChanged 1272
		SP:Iteration 14Q (132188.800000 sec): 3 clusters
  Score: Raw -7726359.007455 + Penalty 3649.207884 = -7722709.799570
  nChanged 679
		SP:Iteration 15Q (132189.260000 sec): 3 clusters
  Score: Raw -7726861.620260 + Penalty 3649.207884 = -7723212.412376
  nChanged 446
		SP:Iteration 16Q (132189.780000 sec): 3 clusters
  Score: Raw -7727182.701480 + Penalty 3649.207884 = -7723533.493596
  nChanged 332
		SP:Iteration 17Q (132190.330000 sec): 3 clusters
  Score: Raw -7727413.897472 + Penalty 3649.207884 = -7723764.689588
  nChanged 222
		SP:Iteration 18Q (132190.800000 sec): 3 clusters
  Score: Raw -7727544.579296 + Penalty 3649.207884 = -7723895.371412
  nChanged 161
		SP:Iteration 19Q (132191.270000 sec): 3 clusters
  Score: Raw -7727623.955902 + Penalty 3649.207884 = -7723974.748018
  nChanged 126
		SP:Iteration 20F (132191.800000 sec): 3 clusters
  Score: Raw -7727683.319897 + Penalty 3649.207884 = -7724034.112013
  nChanged 96
		SP:Iteration 21Q (132192.300000 sec): 3 clusters
  Score: Raw -7727728.878030 + Penalty 3649.207884 = -7724079.670145
  nChanged 79
		SP:Iteration 22Q (132192.810000 sec): 3 clusters
  Score: Raw -7727759.072639 + Penalty 3649.207884 = -7724109.864755
  nChanged 63
		SP:Iteration 23Q (132193.370000 sec): 3 clusters
  Score: Raw -7727778.369862 + Penalty 3649.207884 = -7724129.161978
  nChanged 35
		SP:Iteration 24Q (132193.890000 sec): 3 clusters
  Score: Raw -7727791.124627 + Penalty 3649.207884 = -7724141.916743
  nChanged 31
		SP:Iteration 25Q (132194.390000 sec): 3 clusters
  Score: Raw -7727804.560787 + Penalty 3649.207884 = -7724155.352903
  nChanged 29
		SP:Iteration 26Q (132194.900000 sec): 3 clusters
  Score: Raw -7727819.858174 + Penalty 3649.207884 = -7724170.650290
  nChanged 26
		SP:Iteration 27Q (132195.360000 sec): 3 clusters
  Score: Raw -7727829.417387 + Penalty 3649.207884 = -7724180.209503
  nChanged 24
		SP:Iteration 28Q (132195.880000 sec): 3 clusters
  Score: Raw -7727837.148531 + Penalty 3649.207884 = -7724187.940647
  nChanged 22
		SP:Iteration 29Q (132196.360000 sec): 3 clusters
  Score: Raw -7727844.039780 + Penalty 3649.207884 = -7724194.831896
  nChanged 16
		SP:Iteration 30Q (132196.860000 sec): 3 clusters
  Score: Raw -7727848.390773 + Penalty 3649.207884 = -7724199.182889
  nChanged 11
		SP:Iteration 31Q (132197.360000 sec): 3 clusters
  Score: Raw -7727850.945760 + Penalty 3649.207884 = -7724201.737876
  nChanged 7
		SP:Iteration 32Q (132197.810000 sec): 3 clusters
  Score: Raw -7727852.441427 + Penalty 3649.207884 = -7724203.233543
  nChanged 5
		SP:Iteration 33Q (132198.270000 sec): 3 clusters
  Score: Raw -7727853.381807 + Penalty 3649.207884 = -7724204.173923
  nChanged 6
		SP:Iteration 34Q (132198.700000 sec): 3 clusters
  Score: Raw -7727854.770373 + Penalty 3649.207884 = -7724205.562488
  nChanged 4
		SP:Iteration 35Q (132199.150000 sec): 3 clusters
  Score: Raw -7727856.773488 + Penalty 3649.207884 = -7724207.565604
  nChanged 7
		SP:Iteration 36Q (132199.590000 sec): 3 clusters
  Score: Raw -7727858.626610 + Penalty 3649.207884 = -7724209.418726
  nChanged 2
		SP:Iteration 37Q (132199.980000 sec): 3 clusters
  Score: Raw -7727859.177020 + Penalty 3649.207884 = -7724209.969136
  nChanged 1
		SP:Iteration 38Q (132200.440000 sec): 3 clusters
  Score: Raw -7727859.396174 + Penalty 3649.207884 = -7724210.188290
  nChanged 2
		SP:Iteration 39Q (132200.860000 sec): 3 clusters
  Score: Raw -7727859.838126 + Penalty 3649.207884 = -7724210.630242
  nChanged 1
		SP:Iteration 40F (132201.340000 sec): 3 clusters
  Score: Raw -7727867.963443 + Penalty 3649.207884 = -7724218.755559
  nChanged 10
		SP:Iteration 41Q (132201.830000 sec): 3 clusters
  Score: Raw -7727875.538997 + Penalty 3649.207884 = -7724226.331112
  nChanged 10
		SP:Iteration 42Q (132202.280000 sec): 3 clusters
  Score: Raw -7727879.811590 + Penalty 3649.207884 = -7724230.603706
  nChanged 17
		SP:Iteration 43Q (132202.740000 sec): 3 clusters
  Score: Raw -7727884.861392 + Penalty 3649.207884 = -7724235.653508
  nChanged 12
		SP:Iteration 44Q (132203.250000 sec): 3 clusters
  Score: Raw -7727889.460972 + Penalty 3649.207884 = -7724240.253088
  nChanged 18
		SP:Iteration 45Q (132203.720000 sec): 3 clusters
  Score: Raw -7727896.751079 + Penalty 3649.207884 = -7724247.543195
  nChanged 19
		SP:Iteration 46Q (132204.180000 sec): 3 clusters
  Score: Raw -7727902.366185 + Penalty 3649.207884 = -7724253.158301
  nChanged 21
		SP:Iteration 47Q (132204.670000 sec): 3 clusters
  Score: Raw -7727910.268293 + Penalty 3649.207884 = -7724261.060408
  nChanged 19
		SP:Iteration 48Q (132205.140000 sec): 3 clusters
  Score: Raw -7727924.298974 + Penalty 3649.207884 = -7724275.091090
  nChanged 29
		SP:Iteration 49Q (132205.600000 sec): 3 clusters
  Score: Raw -7727935.000864 + Penalty 3649.207884 = -7724285.792980
  nChanged 16
		SP:Iteration 50Q (132206.070000 sec): 3 clusters
  Score: Raw -7727941.683308 + Penalty 3649.207884 = -7724292.475424
  nChanged 17
		SP:Iteration 51Q (132206.610000 sec): 3 clusters
  Score: Raw -7727945.628676 + Penalty 3649.207884 = -7724296.420792
  nChanged 10
		SP:Iteration 52Q (132207.100000 sec): 3 clusters
  Score: Raw -7727947.853213 + Penalty 3649.207884 = -7724298.645329
  nChanged 4
		SP:Iteration 53Q (132207.600000 sec): 3 clusters
  Score: Raw -7727949.398008 + Penalty 3649.207884 = -7724300.190124
  nChanged 4
		SP:Iteration 54Q (132208.100000 sec): 3 clusters
  Score: Raw -7727950.140978 + Penalty 3649.207884 = -7724300.933093
  nChanged 5
		SP:Iteration 55Q (132208.500000 sec): 3 clusters
  Score: Raw -7727951.241816 + Penalty 3649.207884 = -7724302.033932
  nChanged 5
		SP:Iteration 56Q (132208.940000 sec): 3 clusters
  Score: Raw -7727952.145036 + Penalty 3649.207884 = -7724302.937152
  nChanged 1
		SP:Iteration 57Q (132209.370000 sec): 3 clusters
  Score: Raw -7727952.439662 + Penalty 3649.207884 = -7724303.231777
  nChanged 2
		SP:Iteration 58Q (132209.780000 sec): 3 clusters
  Score: Raw -7727952.970261 + Penalty 3649.207884 = -7724303.762376
  nChanged 2
		SP:Iteration 59Q (132210.240000 sec): 3 clusters
  Score: Raw -7727953.381800 + Penalty 3649.207884 = -7724304.173916
  nChanged 2
		SP:Iteration 60F (132210.730000 sec): 3 clusters
  Score: Raw -7727953.979084 + Penalty 3649.207884 = -7724304.771199
  nChanged 3
		SP:Iteration 61Q (132211.170000 sec): 3 clusters
  Score: Raw -7727954.262891 + Penalty 3649.207884 = -7724305.055007
  nChanged 1
		SP:Iteration 62Q (132211.670000 sec): 3 clusters
  Score: Raw -7727954.413655 + Penalty 3649.207884 = -7724305.205771
  nChanged 0
		SP:Iteration 63F (132212.170000 sec): 3 clusters
  Score: Raw -7727954.413655 + Penalty 3649.207884 = -7724305.205771
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132212.350000 sec): 2 clusters
  Score: Raw -1546906.881414 + Penalty 1561.938839 = -1545344.942574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132212.560000 sec): 3 clusters
  Score: Raw -1538164.299509 + Penalty 3123.877679 = -1535040.421830
  nChanged 6680
		SP:Iteration 1F (132212.820000 sec): 3 clusters
  Score: Raw -1541815.603039 + Penalty 3123.877679 = -1538691.725360
  nChanged 763
		SP:Iteration 2F (132213.020000 sec): 3 clusters
  Score: Raw -1542132.150294 + Penalty 3123.877679 = -1539008.272615
  nChanged 698
		SP:Iteration 3Q (132213.290000 sec): 3 clusters
  Score: Raw -1542449.295574 + Penalty 3123.877679 = -1539325.417896
  nChanged 662
		SP:Iteration 4Q (132213.530000 sec): 3 clusters
  Score: Raw -1542806.644619 + Penalty 3123.877679 = -1539682.766940
  nChanged 703
		SP:Iteration 5Q (132213.780000 sec): 3 clusters
  Score: Raw -1543221.810712 + Penalty 3123.877679 = -1540097.933034
  nChanged 755
		SP:Iteration 6F (132214.010000 sec): 3 clusters
  Score: Raw -1543652.287197 + Penalty 3123.877679 = -1540528.409519
  nChanged 696
		SP:Iteration 7Q (132214.250000 sec): 3 clusters
  Score: Raw -1544096.488087 + Penalty 3123.877679 = -1540972.610408
  nChanged 683
		SP:Iteration 8Q (132214.480000 sec): 3 clusters
  Score: Raw -1544535.131436 + Penalty 3123.877679 = -1541411.253757
  nChanged 653
		SP:Iteration 9Q (132214.710000 sec): 3 clusters
  Score: Raw -1544976.006476 + Penalty 3123.877679 = -1541852.128797
  nChanged 633
		SP:Iteration 10Q (132214.940000 sec): 3 clusters
  Score: Raw -1545412.970530 + Penalty 3123.877679 = -1542289.092852
  nChanged 565
		SP:Iteration 11Q (132215.180000 sec): 3 clusters
  Score: Raw -1545803.446362 + Penalty 3123.877679 = -1542679.568683
  nChanged 473
		SP:Iteration 12Q (132215.440000 sec): 3 clusters
  Score: Raw -1546122.801707 + Penalty 3123.877679 = -1542998.924028
  nChanged 436
		SP:Iteration 13Q (132215.690000 sec): 3 clusters
  Score: Raw -1546408.824308 + Penalty 3123.877679 = -1543284.946630
  nChanged 334
		SP:Iteration 14Q (132215.900000 sec): 3 clusters
  Score: Raw -1546620.062675 + Penalty 3123.877679 = -1543496.184997
  nChanged 257
		SP:Iteration 15Q (132216.130000 sec): 3 clusters
  Score: Raw -1546780.573842 + Penalty 3123.877679 = -1543656.696163
  nChanged 199
		SP:Iteration 16Q (132216.390000 sec): 3 clusters
  Score: Raw -1546911.763765 + Penalty 3123.877679 = -1543787.886086
  nChanged 147
		SP:Iteration 17Q (132216.590000 sec): 3 clusters
  Score: Raw -1546999.543745 + Penalty 3123.877679 = -1543875.666066
  nChanged 104
		SP:Iteration 18Q (132216.820000 sec): 3 clusters
  Score: Raw -1547054.517621 + Penalty 3123.877679 = -1543930.639942
  nChanged 65
		SP:Iteration 19Q (132217.060000 sec): 3 clusters
  Score: Raw -1547083.256828 + Penalty 3123.877679 = -1543959.379149
  nChanged 37
		SP:Iteration 20F (132217.290000 sec): 3 clusters
  Score: Raw -1547100.058356 + Penalty 3123.877679 = -1543976.180678
  nChanged 44
		SP:Iteration 21Q (132217.490000 sec): 3 clusters
  Score: Raw -1547121.517306 + Penalty 3123.877679 = -1543997.639627
  nChanged 31
		SP:Iteration 22Q (132217.720000 sec): 3 clusters
  Score: Raw -1547139.349593 + Penalty 3123.877679 = -1544015.471914
  nChanged 26
		SP:Iteration 23Q (132217.990000 sec): 3 clusters
  Score: Raw -1547153.206140 + Penalty 3123.877679 = -1544029.328462
  nChanged 29
		SP:Iteration 24Q (132218.220000 sec): 3 clusters
  Score: Raw -1547171.727081 + Penalty 3123.877679 = -1544047.849403
  nChanged 34
		SP:Iteration 25Q (132218.440000 sec): 3 clusters
  Score: Raw -1547196.565008 + Penalty 3123.877679 = -1544072.687329
  nChanged 32
		SP:Iteration 26Q (132218.730000 sec): 3 clusters
  Score: Raw -1547218.885951 + Penalty 3123.877679 = -1544095.008272
  nChanged 25
		SP:Iteration 27Q (132218.940000 sec): 3 clusters
  Score: Raw -1547232.529995 + Penalty 3123.877679 = -1544108.652316
  nChanged 18
		SP:Iteration 28Q (132219.230000 sec): 3 clusters
  Score: Raw -1547242.377137 + Penalty 3123.877679 = -1544118.499459
  nChanged 16
		SP:Iteration 29Q (132219.440000 sec): 3 clusters
  Score: Raw -1547253.239967 + Penalty 3123.877679 = -1544129.362288
  nChanged 12
		SP:Iteration 30Q (132219.670000 sec): 3 clusters
  Score: Raw -1547260.632601 + Penalty 3123.877679 = -1544136.754922
  nChanged 11
		SP:Iteration 31Q (132219.880000 sec): 3 clusters
  Score: Raw -1547266.527718 + Penalty 3123.877679 = -1544142.650039
  nChanged 11
		SP:Iteration 32Q (132220.160000 sec): 3 clusters
  Score: Raw -1547274.403824 + Penalty 3123.877679 = -1544150.526146
  nChanged 13
		SP:Iteration 33Q (132220.420000 sec): 3 clusters
  Score: Raw -1547280.986326 + Penalty 3123.877679 = -1544157.108647
  nChanged 8
		SP:Iteration 34Q (132220.680000 sec): 3 clusters
  Score: Raw -1547284.749889 + Penalty 3123.877679 = -1544160.872210
  nChanged 4
		SP:Iteration 35Q (132220.900000 sec): 3 clusters
  Score: Raw -1547286.641689 + Penalty 3123.877679 = -1544162.764010
  nChanged 2
		SP:Iteration 36Q (132221.130000 sec): 3 clusters
  Score: Raw -1547287.670519 + Penalty 3123.877679 = -1544163.792841
  nChanged 0
		SP:Iteration 37F (132221.370000 sec): 3 clusters
  Score: Raw -1547287.670519 + Penalty 3123.877679 = -1544163.792841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (25085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132221.600000 sec): 2 clusters
  Score: Raw -2425211.517022 + Penalty 1646.129117 = -2423565.387905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132221.890000 sec): 3 clusters
  Score: Raw -2409873.145118 + Penalty 3292.258234 = -2406580.886883
  nChanged 11420
		SP:Iteration 1F (132222.230000 sec): 3 clusters
  Score: Raw -2416409.025207 + Penalty 3292.258234 = -2413116.766972
  nChanged 1374
		SP:Iteration 2F (132222.550000 sec): 3 clusters
  Score: Raw -2416970.024832 + Penalty 3292.258234 = -2413677.766597
  nChanged 1299
		SP:Iteration 3F (132222.840000 sec): 3 clusters
  Score: Raw -2417538.350315 + Penalty 3292.258234 = -2414246.092080
  nChanged 1264
		SP:Iteration 4F (132223.150000 sec): 3 clusters
  Score: Raw -2418135.865188 + Penalty 3292.258234 = -2414843.606953
  nChanged 1316
		SP:Iteration 5F (132223.490000 sec): 3 clusters
  Score: Raw -2418793.212113 + Penalty 3292.258234 = -2415500.953878
  nChanged 1307
		SP:Iteration 6F (132223.800000 sec): 3 clusters
  Score: Raw -2419478.590519 + Penalty 3292.258234 = -2416186.332284
  nChanged 1334
		SP:Iteration 7F (132224.060000 sec): 3 clusters
  Score: Raw -2420201.872669 + Penalty 3292.258234 = -2416909.614434
  nChanged 1266
		SP:Iteration 8F (132224.370000 sec): 3 clusters
  Score: Raw -2420952.869112 + Penalty 3292.258234 = -2417660.610878
  nChanged 1215
		SP:Iteration 9Q (132224.660000 sec): 3 clusters
  Score: Raw -2421715.738791 + Penalty 3292.258234 = -2418423.480556
  nChanged 1116
		SP:Iteration 10Q (132224.950000 sec): 3 clusters
  Score: Raw -2422435.436463 + Penalty 3292.258234 = -2419143.178228
  nChanged 1002
		SP:Iteration 11Q (132225.290000 sec): 3 clusters
  Score: Raw -2423143.817215 + Penalty 3292.258234 = -2419851.558980
  nChanged 877
		SP:Iteration 12Q (132225.630000 sec): 3 clusters
  Score: Raw -2423808.202782 + Penalty 3292.258234 = -2420515.944548
  nChanged 766
		SP:Iteration 13Q (132225.900000 sec): 3 clusters
  Score: Raw -2424368.048484 + Penalty 3292.258234 = -2421075.790250
  nChanged 600
		SP:Iteration 14Q (132226.220000 sec): 3 clusters
  Score: Raw -2424807.856994 + Penalty 3292.258234 = -2421515.598760
  nChanged 470
		SP:Iteration 15Q (132226.530000 sec): 3 clusters
  Score: Raw -2425128.485041 + Penalty 3292.258234 = -2421836.226807
  nChanged 344
		SP:Iteration 16Q (132226.900000 sec): 3 clusters
  Score: Raw -2425352.285520 + Penalty 3292.258234 = -2422060.027286
  nChanged 269
		SP:Iteration 17Q (132227.150000 sec): 3 clusters
  Score: Raw -2425532.083242 + Penalty 3292.258234 = -2422239.825007
  nChanged 212
		SP:Iteration 18Q (132227.500000 sec): 3 clusters
  Score: Raw -2425673.966423 + Penalty 3292.258234 = -2422381.708188
  nChanged 151
		SP:Iteration 19Q (132227.800000 sec): 3 clusters
  Score: Raw -2425760.043247 + Penalty 3292.258234 = -2422467.785013
  nChanged 95
		SP:Iteration 20F (132228.120000 sec): 3 clusters
  Score: Raw -2425814.369547 + Penalty 3292.258234 = -2422522.111313
  nChanged 79
		SP:Iteration 21Q (132228.400000 sec): 3 clusters
  Score: Raw -2425859.328087 + Penalty 3292.258234 = -2422567.069852
  nChanged 60
		SP:Iteration 22Q (132228.630000 sec): 3 clusters
  Score: Raw -2425884.988641 + Penalty 3292.258234 = -2422592.730407
  nChanged 44
		SP:Iteration 23Q (132228.920000 sec): 3 clusters
  Score: Raw -2425900.426173 + Penalty 3292.258234 = -2422608.167939
  nChanged 33
		SP:Iteration 24Q (132229.250000 sec): 3 clusters
  Score: Raw -2425912.408777 + Penalty 3292.258234 = -2422620.150542
  nChanged 24
		SP:Iteration 25Q (132229.550000 sec): 3 clusters
  Score: Raw -2425920.098909 + Penalty 3292.258234 = -2422627.840674
  nChanged 18
		SP:Iteration 26Q (132229.830000 sec): 3 clusters
  Score: Raw -2425924.839860 + Penalty 3292.258234 = -2422632.581625
  nChanged 17
		SP:Iteration 27Q (132230.130000 sec): 3 clusters
  Score: Raw -2425930.294609 + Penalty 3292.258234 = -2422638.036374
  nChanged 11
		SP:Iteration 28Q (132230.450000 sec): 3 clusters
  Score: Raw -2425935.068010 + Penalty 3292.258234 = -2422642.809775
  nChanged 14
		SP:Iteration 29Q (132230.690000 sec): 3 clusters
  Score: Raw -2425939.190641 + Penalty 3292.258234 = -2422646.932407
  nChanged 11
		SP:Iteration 30Q (132231.000000 sec): 3 clusters
  Score: Raw -2425943.182135 + Penalty 3292.258234 = -2422650.923901
  nChanged 13
		SP:Iteration 31Q (132231.280000 sec): 3 clusters
  Score: Raw -2425947.601853 + Penalty 3292.258234 = -2422655.343619
  nChanged 14
		SP:Iteration 32Q (132231.590000 sec): 3 clusters
  Score: Raw -2425952.015232 + Penalty 3292.258234 = -2422659.756997
  nChanged 11
		SP:Iteration 33Q (132231.910000 sec): 3 clusters
  Score: Raw -2425956.081854 + Penalty 3292.258234 = -2422663.823619
  nChanged 10
		SP:Iteration 34Q (132232.170000 sec): 3 clusters
  Score: Raw -2425958.939214 + Penalty 3292.258234 = -2422666.680980
  nChanged 9
		SP:Iteration 35Q (132232.450000 sec): 3 clusters
  Score: Raw -2425961.061917 + Penalty 3292.258234 = -2422668.803682
  nChanged 6
		SP:Iteration 36Q (132232.750000 sec): 3 clusters
  Score: Raw -2425963.504120 + Penalty 3292.258234 = -2422671.245885
  nChanged 8
		SP:Iteration 37Q (132233.060000 sec): 3 clusters
  Score: Raw -2425965.843741 + Penalty 3292.258234 = -2422673.585507
  nChanged 9
		SP:Iteration 38Q (132233.320000 sec): 3 clusters
  Score: Raw -2425968.291603 + Penalty 3292.258234 = -2422676.033369
  nChanged 5
		SP:Iteration 39Q (132233.630000 sec): 3 clusters
  Score: Raw -2425969.847191 + Penalty 3292.258234 = -2422677.588956
  nChanged 6
		SP:Iteration 40F (132233.910000 sec): 3 clusters
  Score: Raw -2425971.891840 + Penalty 3292.258234 = -2422679.633605
  nChanged 8
		SP:Iteration 41Q (132234.240000 sec): 3 clusters
  Score: Raw -2425974.096063 + Penalty 3292.258234 = -2422681.837828
  nChanged 9
		SP:Iteration 42Q (132234.500000 sec): 3 clusters
  Score: Raw -2425977.098099 + Penalty 3292.258234 = -2422684.839865
  nChanged 8
		SP:Iteration 43Q (132234.790000 sec): 3 clusters
  Score: Raw -2425979.603316 + Penalty 3292.258234 = -2422687.345082
  nChanged 5
		SP:Iteration 44Q (132235.060000 sec): 3 clusters
  Score: Raw -2425981.472457 + Penalty 3292.258234 = -2422689.214223
  nChanged 6
		SP:Iteration 45Q (132235.360000 sec): 3 clusters
  Score: Raw -2425983.431036 + Penalty 3292.258234 = -2422691.172801
  nChanged 3
		SP:Iteration 46Q (132235.680000 sec): 3 clusters
  Score: Raw -2425984.351664 + Penalty 3292.258234 = -2422692.093430
  nChanged 1
		SP:Iteration 47Q (132235.930000 sec): 3 clusters
  Score: Raw -2425984.579776 + Penalty 3292.258234 = -2422692.321542
  nChanged 0
		SP:Iteration 48F (132236.230000 sec): 3 clusters
  Score: Raw -2425984.579776 + Penalty 3292.258234 = -2422692.321542
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132236.340000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132236.470000 sec): 3 clusters
  Score: Raw -49824.204856 + Penalty 2007.831837 = -47816.373019
  nChanged 101
		SP:Iteration 1F (132236.660000 sec): 3 clusters
  Score: Raw -49969.600675 + Penalty 2007.831837 = -47961.768838
  nChanged 31
		SP:Iteration 2F (132236.840000 sec): 3 clusters
  Score: Raw -50021.963123 + Penalty 2007.831837 = -48014.131286
  nChanged 8
		SP:Iteration 3Q (132236.950000 sec): 3 clusters
  Score: Raw -50035.722565 + Penalty 2007.831837 = -48027.890728
  nChanged 5
		SP:Iteration 4Q (132237.080000 sec): 3 clusters
  Score: Raw -50049.290497 + Penalty 2007.831837 = -48041.458660
  nChanged 4
		SP:Iteration 5Q (132237.240000 sec): 3 clusters
  Score: Raw -50054.947336 + Penalty 2007.831837 = -48047.115499
  nChanged 1
		SP:Iteration 6Q (132237.370000 sec): 3 clusters
  Score: Raw -50056.727293 + Penalty 2007.831837 = -48048.895456
  nChanged 0
		SP:Iteration 7F (132237.470000 sec): 3 clusters
  Score: Raw -50056.727293 + Penalty 2007.831837 = -48048.895456
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (25474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132237.710000 sec): 2 clusters
  Score: Raw -2847174.533511 + Penalty 1648.629711 = -2845525.903801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132237.990000 sec): 3 clusters
  Score: Raw -2831545.357223 + Penalty 3297.259421 = -2828248.097802
  nChanged 11506
		SP:Iteration 1F (132238.330000 sec): 3 clusters
  Score: Raw -2837846.599849 + Penalty 3297.259421 = -2834549.340428
  nChanged 1071
		SP:Iteration 2Q (132238.580000 sec): 3 clusters
  Score: Raw -2838142.030703 + Penalty 3297.259421 = -2834844.771282
  nChanged 945
		SP:Iteration 3Q (132238.950000 sec): 3 clusters
  Score: Raw -2838425.637634 + Penalty 3297.259421 = -2835128.378213
  nChanged 993
		SP:Iteration 4Q (132239.230000 sec): 3 clusters
  Score: Raw -2838764.032909 + Penalty 3297.259421 = -2835466.773488
  nChanged 1041
		SP:Iteration 5Q (132239.510000 sec): 3 clusters
  Score: Raw -2839199.757150 + Penalty 3297.259421 = -2835902.497729
  nChanged 1211
		SP:Iteration 6Q (132239.840000 sec): 3 clusters
  Score: Raw -2839800.656278 + Penalty 3297.259421 = -2836503.396857
  nChanged 1478
		SP:Iteration 7F (132240.170000 sec): 3 clusters
  Score: Raw -2840727.604827 + Penalty 3297.259421 = -2837430.345406
  nChanged 1710
		SP:Iteration 8F (132240.470000 sec): 3 clusters
  Score: Raw -2842021.599616 + Penalty 3297.259421 = -2838724.340195
  nChanged 1816
		SP:Iteration 9F (132240.740000 sec): 3 clusters
  Score: Raw -2843597.085071 + Penalty 3297.259421 = -2840299.825650
  nChanged 1605
		SP:Iteration 10F (132241.040000 sec): 3 clusters
  Score: Raw -2845075.530711 + Penalty 3297.259421 = -2841778.271290
  nChanged 1138
		SP:Iteration 11Q (132241.340000 sec): 3 clusters
  Score: Raw -2846132.649316 + Penalty 3297.259421 = -2842835.389895
  nChanged 644
		SP:Iteration 12Q (132241.630000 sec): 3 clusters
  Score: Raw -2846727.280743 + Penalty 3297.259421 = -2843430.021322
  nChanged 333
		SP:Iteration 13Q (132241.920000 sec): 3 clusters
  Score: Raw -2847048.467275 + Penalty 3297.259421 = -2843751.207854
  nChanged 151
		SP:Iteration 14Q (132242.200000 sec): 3 clusters
  Score: Raw -2847192.813898 + Penalty 3297.259421 = -2843895.554477
  nChanged 62
		SP:Iteration 15Q (132242.450000 sec): 3 clusters
  Score: Raw -2847247.955820 + Penalty 3297.259421 = -2843950.696399
  nChanged 40
		SP:Iteration 16Q (132242.740000 sec): 3 clusters
  Score: Raw -2847284.828155 + Penalty 3297.259421 = -2843987.568734
  nChanged 21
		SP:Iteration 17Q (132243.080000 sec): 3 clusters
  Score: Raw -2847307.676728 + Penalty 3297.259421 = -2844010.417307
  nChanged 16
		SP:Iteration 18Q (132243.360000 sec): 3 clusters
  Score: Raw -2847334.548167 + Penalty 3297.259421 = -2844037.288746
  nChanged 12
		SP:Iteration 19Q (132243.670000 sec): 3 clusters
  Score: Raw -2847350.505651 + Penalty 3297.259421 = -2844053.246230
  nChanged 8
		SP:Iteration 20F (132244.010000 sec): 3 clusters
  Score: Raw -2847365.227290 + Penalty 3297.259421 = -2844067.967869
  nChanged 5
		SP:Iteration 21Q (132244.280000 sec): 3 clusters
  Score: Raw -2847371.926793 + Penalty 3297.259421 = -2844074.667372
  nChanged 7
		SP:Iteration 22Q (132244.580000 sec): 3 clusters
  Score: Raw -2847379.875321 + Penalty 3297.259421 = -2844082.615900
  nChanged 2
		SP:Iteration 23Q (132244.850000 sec): 3 clusters
  Score: Raw -2847382.834138 + Penalty 3297.259421 = -2844085.574717
  nChanged 3
		SP:Iteration 24Q (132245.100000 sec): 3 clusters
  Score: Raw -2847387.014867 + Penalty 3297.259421 = -2844089.755446
  nChanged 1
		SP:Iteration 25Q (132245.370000 sec): 3 clusters
  Score: Raw -2847388.896077 + Penalty 3297.259421 = -2844091.636656
  nChanged 2
		SP:Iteration 26Q (132245.640000 sec): 3 clusters
  Score: Raw -2847391.303268 + Penalty 3297.259421 = -2844094.043847
  nChanged 0
		SP:Iteration 27F (132245.950000 sec): 3 clusters
  Score: Raw -2847391.303268 + Penalty 3297.259421 = -2844094.043847
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132246.060000 sec): 2 clusters
  Score: Raw -613630.605979 + Penalty 1417.947709 = -612212.658270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132246.310000 sec): 3 clusters
  Score: Raw -610302.400636 + Penalty 2835.895418 = -607466.505218
  nChanged 2600
		SP:Iteration 1F (132246.510000 sec): 3 clusters
  Score: Raw -611721.801087 + Penalty 2835.895418 = -608885.905669
  nChanged 429
		SP:Iteration 2F (132246.710000 sec): 3 clusters
  Score: Raw -611911.057297 + Penalty 2835.895418 = -609075.161878
  nChanged 304
		SP:Iteration 3Q (132246.920000 sec): 3 clusters
  Score: Raw -612035.057389 + Penalty 2835.895418 = -609199.161970
  nChanged 236
		SP:Iteration 4Q (132247.110000 sec): 3 clusters
  Score: Raw -612121.788674 + Penalty 2835.895418 = -609285.893256
  nChanged 182
		SP:Iteration 5Q (132247.270000 sec): 3 clusters
  Score: Raw -612210.451307 + Penalty 2835.895418 = -609374.555889
  nChanged 195
		SP:Iteration 6Q (132247.490000 sec): 3 clusters
  Score: Raw -612298.003794 + Penalty 2835.895418 = -609462.108375
  nChanged 186
		SP:Iteration 7Q (132247.690000 sec): 3 clusters
  Score: Raw -612390.667066 + Penalty 2835.895418 = -609554.771647
  nChanged 197
		SP:Iteration 8Q (132247.930000 sec): 3 clusters
  Score: Raw -612488.914868 + Penalty 2835.895418 = -609653.019449
  nChanged 210
		SP:Iteration 9Q (132248.170000 sec): 3 clusters
  Score: Raw -612596.990984 + Penalty 2835.895418 = -609761.095566
  nChanged 188
		SP:Iteration 10Q (132248.330000 sec): 3 clusters
  Score: Raw -612686.791486 + Penalty 2835.895418 = -609850.896068
  nChanged 170
		SP:Iteration 11Q (132248.570000 sec): 3 clusters
  Score: Raw -612770.441008 + Penalty 2835.895418 = -609934.545590
  nChanged 163
		SP:Iteration 12Q (132248.780000 sec): 3 clusters
  Score: Raw -612863.731613 + Penalty 2835.895418 = -610027.836195
  nChanged 173
		SP:Iteration 13Q (132248.970000 sec): 3 clusters
  Score: Raw -612947.323576 + Penalty 2835.895418 = -610111.428157
  nChanged 156
		SP:Iteration 14Q (132249.200000 sec): 3 clusters
  Score: Raw -613042.001363 + Penalty 2835.895418 = -610206.105945
  nChanged 154
		SP:Iteration 15Q (132249.420000 sec): 3 clusters
  Score: Raw -613132.564942 + Penalty 2835.895418 = -610296.669524
  nChanged 163
		SP:Iteration 16Q (132249.630000 sec): 3 clusters
  Score: Raw -613224.662206 + Penalty 2835.895418 = -610388.766787
  nChanged 153
		SP:Iteration 17Q (132249.860000 sec): 3 clusters
  Score: Raw -613316.770782 + Penalty 2835.895418 = -610480.875364
  nChanged 158
		SP:Iteration 18Q (132250.070000 sec): 3 clusters
  Score: Raw -613387.291836 + Penalty 2835.895418 = -610551.396417
  nChanged 118
		SP:Iteration 19Q (132250.270000 sec): 3 clusters
  Score: Raw -613432.242621 + Penalty 2835.895418 = -610596.347203
  nChanged 100
		SP:Iteration 20F (132250.540000 sec): 3 clusters
  Score: Raw -613466.002606 + Penalty 2835.895418 = -610630.107188
  nChanged 79
		SP:Iteration 21Q (132250.740000 sec): 3 clusters
  Score: Raw -613491.399063 + Penalty 2835.895418 = -610655.503645
  nChanged 69
		SP:Iteration 22Q (132250.950000 sec): 3 clusters
  Score: Raw -613513.023192 + Penalty 2835.895418 = -610677.127774
  nChanged 51
		SP:Iteration 23Q (132251.190000 sec): 3 clusters
  Score: Raw -613525.575956 + Penalty 2835.895418 = -610689.680538
  nChanged 42
		SP:Iteration 24Q (132251.390000 sec): 3 clusters
  Score: Raw -613537.892264 + Penalty 2835.895418 = -610701.996845
  nChanged 40
		SP:Iteration 25Q (132251.590000 sec): 3 clusters
  Score: Raw -613548.557663 + Penalty 2835.895418 = -610712.662245
  nChanged 39
		SP:Iteration 26Q (132251.800000 sec): 3 clusters
  Score: Raw -613557.819302 + Penalty 2835.895418 = -610721.923884
  nChanged 37
		SP:Iteration 27Q (132251.970000 sec): 3 clusters
  Score: Raw -613566.610173 + Penalty 2835.895418 = -610730.714755
  nChanged 29
		SP:Iteration 28Q (132252.150000 sec): 3 clusters
  Score: Raw -613572.768793 + Penalty 2835.895418 = -610736.873375
  nChanged 32
		SP:Iteration 29Q (132252.330000 sec): 3 clusters
  Score: Raw -613579.902188 + Penalty 2835.895418 = -610744.006770
  nChanged 24
		SP:Iteration 30Q (132252.500000 sec): 3 clusters
  Score: Raw -613585.631772 + Penalty 2835.895418 = -610749.736354
  nChanged 28
		SP:Iteration 31Q (132252.740000 sec): 3 clusters
  Score: Raw -613592.068826 + Penalty 2835.895418 = -610756.173408
  nChanged 28
		SP:Iteration 32Q (132252.930000 sec): 3 clusters
  Score: Raw -613598.073538 + Penalty 2835.895418 = -610762.178120
  nChanged 19
		SP:Iteration 33Q (132253.150000 sec): 3 clusters
  Score: Raw -613602.051605 + Penalty 2835.895418 = -610766.156187
  nChanged 21
		SP:Iteration 34Q (132253.390000 sec): 3 clusters
  Score: Raw -613606.086348 + Penalty 2835.895418 = -610770.190929
  nChanged 12
		SP:Iteration 35Q (132253.550000 sec): 3 clusters
  Score: Raw -613607.862866 + Penalty 2835.895418 = -610771.967448
  nChanged 7
		SP:Iteration 36Q (132253.750000 sec): 3 clusters
  Score: Raw -613608.954672 + Penalty 2835.895418 = -610773.059253
  nChanged 7
		SP:Iteration 37Q (132253.950000 sec): 3 clusters
  Score: Raw -613609.912922 + Penalty 2835.895418 = -610774.017504
  nChanged 7
		SP:Iteration 38Q (132254.150000 sec): 3 clusters
  Score: Raw -613611.011101 + Penalty 2835.895418 = -610775.115683
  nChanged 4
		SP:Iteration 39Q (132254.350000 sec): 3 clusters
  Score: Raw -613611.752177 + Penalty 2835.895418 = -610775.856759
  nChanged 8
		SP:Iteration 40F (132254.600000 sec): 3 clusters
  Score: Raw -613613.428030 + Penalty 2835.895418 = -610777.532611
  nChanged 10
		SP:Iteration 41Q (132254.850000 sec): 3 clusters
  Score: Raw -613615.116952 + Penalty 2835.895418 = -610779.221534
  nChanged 6
		SP:Iteration 42Q (132255.060000 sec): 3 clusters
  Score: Raw -613616.184129 + Penalty 2835.895418 = -610780.288711
  nChanged 6
		SP:Iteration 43Q (132255.300000 sec): 3 clusters
  Score: Raw -613617.334867 + Penalty 2835.895418 = -610781.439449
  nChanged 7
		SP:Iteration 44Q (132255.520000 sec): 3 clusters
  Score: Raw -613618.545194 + Penalty 2835.895418 = -610782.649776
  nChanged 6
		SP:Iteration 45Q (132255.780000 sec): 3 clusters
  Score: Raw -613620.009988 + Penalty 2835.895418 = -610784.114569
  nChanged 8
		SP:Iteration 46Q (132256.010000 sec): 3 clusters
  Score: Raw -613621.927745 + Penalty 2835.895418 = -610786.032327
  nChanged 1
		SP:Iteration 47Q (132256.200000 sec): 3 clusters
  Score: Raw -613622.252741 + Penalty 2835.895418 = -610786.357323
  nChanged 0
		SP:Iteration 48F (132256.430000 sec): 3 clusters
  Score: Raw -613622.252741 + Penalty 2835.895418 = -610786.357323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132256.590000 sec): 2 clusters
  Score: Raw -696244.477774 + Penalty 1437.719339 = -694806.758434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132256.890000 sec): 3 clusters
  Score: Raw -692504.905591 + Penalty 2875.438678 = -689629.466913
  nChanged 2875
		SP:Iteration 1F (132257.120000 sec): 3 clusters
  Score: Raw -694081.909037 + Penalty 2875.438678 = -691206.470359
  nChanged 497
		SP:Iteration 2F (132257.320000 sec): 3 clusters
  Score: Raw -694361.184342 + Penalty 2875.438678 = -691485.745664
  nChanged 454
		SP:Iteration 3F (132257.560000 sec): 3 clusters
  Score: Raw -694629.344437 + Penalty 2875.438678 = -691753.905759
  nChanged 389
		SP:Iteration 4F (132257.770000 sec): 3 clusters
  Score: Raw -694882.437968 + Penalty 2875.438678 = -692006.999290
  nChanged 389
		SP:Iteration 5F (132258.050000 sec): 3 clusters
  Score: Raw -695145.089891 + Penalty 2875.438678 = -692269.651212
  nChanged 351
		SP:Iteration 6F (132258.260000 sec): 3 clusters
  Score: Raw -695406.120365 + Penalty 2875.438678 = -692530.681686
  nChanged 356
		SP:Iteration 7F (132258.440000 sec): 3 clusters
  Score: Raw -695662.040486 + Penalty 2875.438678 = -692786.601808
  nChanged 300
		SP:Iteration 8Q (132258.660000 sec): 3 clusters
  Score: Raw -695901.766193 + Penalty 2875.438678 = -693026.327514
  nChanged 291
		SP:Iteration 9Q (132258.870000 sec): 3 clusters
  Score: Raw -696159.976424 + Penalty 2875.438678 = -693284.537745
  nChanged 274
		SP:Iteration 10Q (132259.070000 sec): 3 clusters
  Score: Raw -696417.975518 + Penalty 2875.438678 = -693542.536840
  nChanged 251
		SP:Iteration 11Q (132259.300000 sec): 3 clusters
  Score: Raw -696636.533520 + Penalty 2875.438678 = -693761.094841
  nChanged 201
		SP:Iteration 12Q (132259.480000 sec): 3 clusters
  Score: Raw -696782.459482 + Penalty 2875.438678 = -693907.020804
  nChanged 162
		SP:Iteration 13Q (132259.750000 sec): 3 clusters
  Score: Raw -696908.311655 + Penalty 2875.438678 = -694032.872977
  nChanged 122
		SP:Iteration 14Q (132259.990000 sec): 3 clusters
  Score: Raw -696987.843026 + Penalty 2875.438678 = -694112.404348
  nChanged 98
		SP:Iteration 15Q (132260.190000 sec): 3 clusters
  Score: Raw -697046.590687 + Penalty 2875.438678 = -694171.152009
  nChanged 88
		SP:Iteration 16Q (132260.530000 sec): 3 clusters
  Score: Raw -697086.461062 + Penalty 2875.438678 = -694211.022384
  nChanged 59
		SP:Iteration 17Q (132260.770000 sec): 3 clusters
  Score: Raw -697109.312912 + Penalty 2875.438678 = -694233.874233
  nChanged 44
		SP:Iteration 18Q (132260.950000 sec): 3 clusters
  Score: Raw -697125.013911 + Penalty 2875.438678 = -694249.575232
  nChanged 32
		SP:Iteration 19Q (132261.200000 sec): 3 clusters
  Score: Raw -697132.094393 + Penalty 2875.438678 = -694256.655715
  nChanged 20
		SP:Iteration 20F (132261.410000 sec): 3 clusters
  Score: Raw -697135.751745 + Penalty 2875.438678 = -694260.313067
  nChanged 17
		SP:Iteration 21Q (132261.630000 sec): 3 clusters
  Score: Raw -697140.015574 + Penalty 2875.438678 = -694264.576895
  nChanged 14
		SP:Iteration 22Q (132261.890000 sec): 3 clusters
  Score: Raw -697143.680584 + Penalty 2875.438678 = -694268.241905
  nChanged 14
		SP:Iteration 23Q (132262.100000 sec): 3 clusters
  Score: Raw -697146.936265 + Penalty 2875.438678 = -694271.497587
  nChanged 15
		SP:Iteration 24Q (132262.330000 sec): 3 clusters
  Score: Raw -697149.904064 + Penalty 2875.438678 = -694274.465386
  nChanged 14
		SP:Iteration 25Q (132262.550000 sec): 3 clusters
  Score: Raw -697152.663999 + Penalty 2875.438678 = -694277.225321
  nChanged 13
		SP:Iteration 26Q (132262.730000 sec): 3 clusters
  Score: Raw -697154.951306 + Penalty 2875.438678 = -694279.512628
  nChanged 7
		SP:Iteration 27Q (132262.950000 sec): 3 clusters
  Score: Raw -697156.573336 + Penalty 2875.438678 = -694281.134658
  nChanged 3
		SP:Iteration 28Q (132263.190000 sec): 3 clusters
  Score: Raw -697156.964837 + Penalty 2875.438678 = -694281.526159
  nChanged 1
		SP:Iteration 29Q (132263.390000 sec): 3 clusters
  Score: Raw -697157.062965 + Penalty 2875.438678 = -694281.624287
  nChanged 2
		SP:Iteration 30Q (132263.620000 sec): 3 clusters
  Score: Raw -697157.275199 + Penalty 2875.438678 = -694281.836520
  nChanged 3
		SP:Iteration 31Q (132263.810000 sec): 3 clusters
  Score: Raw -697157.688068 + Penalty 2875.438678 = -694282.249389
  nChanged 3
		SP:Iteration 32Q (132263.990000 sec): 3 clusters
  Score: Raw -697158.033905 + Penalty 2875.438678 = -694282.595227
  nChanged 2
		SP:Iteration 33Q (132264.190000 sec): 3 clusters
  Score: Raw -697158.469278 + Penalty 2875.438678 = -694283.030600
  nChanged 3
		SP:Iteration 34Q (132264.390000 sec): 3 clusters
  Score: Raw -697159.518448 + Penalty 2875.438678 = -694284.079770
  nChanged 4
		SP:Iteration 35Q (132264.600000 sec): 3 clusters
  Score: Raw -697159.821231 + Penalty 2875.438678 = -694284.382552
  nChanged 2
		SP:Iteration 36Q (132264.830000 sec): 3 clusters
  Score: Raw -697160.053132 + Penalty 2875.438678 = -694284.614454
  nChanged 0
		SP:Iteration 37F (132265.050000 sec): 3 clusters
  Score: Raw -697160.053132 + Penalty 2875.438678 = -694284.614454
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132265.150000 sec): 2 clusters
  Score: Raw -144387.985825 + Penalty 1167.871416 = -143220.114409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132265.340000 sec): 3 clusters
  Score: Raw -143944.452990 + Penalty 2335.742832 = -141608.710159
  nChanged 425
		SP:Iteration 1F (132265.510000 sec): 3 clusters
  Score: Raw -144255.827874 + Penalty 2335.742832 = -141920.085042
  nChanged 105
		SP:Iteration 2F (132265.730000 sec): 3 clusters
  Score: Raw -144389.126669 + Penalty 2335.742832 = -142053.383837
  nChanged 79
		SP:Iteration 3F (132265.930000 sec): 3 clusters
  Score: Raw -144492.674630 + Penalty 2335.742832 = -142156.931799
  nChanged 73
		SP:Iteration 4F (132266.070000 sec): 3 clusters
  Score: Raw -144589.245271 + Penalty 2335.742832 = -142253.502439
  nChanged 58
		SP:Iteration 5Q (132266.260000 sec): 3 clusters
  Score: Raw -144650.309120 + Penalty 2335.742832 = -142314.566288
  nChanged 39
		SP:Iteration 6Q (132266.440000 sec): 3 clusters
  Score: Raw -144689.102057 + Penalty 2335.742832 = -142353.359225
  nChanged 27
		SP:Iteration 7Q (132266.650000 sec): 3 clusters
  Score: Raw -144714.560986 + Penalty 2335.742832 = -142378.818154
  nChanged 25
		SP:Iteration 8Q (132266.860000 sec): 3 clusters
  Score: Raw -144736.938981 + Penalty 2335.742832 = -142401.196150
  nChanged 14
		SP:Iteration 9Q (132267.040000 sec): 3 clusters
  Score: Raw -144746.970459 + Penalty 2335.742832 = -142411.227628
  nChanged 8
		SP:Iteration 10Q (132267.200000 sec): 3 clusters
  Score: Raw -144754.178081 + Penalty 2335.742832 = -142418.435250
  nChanged 9
		SP:Iteration 11Q (132267.400000 sec): 3 clusters
  Score: Raw -144761.537006 + Penalty 2335.742832 = -142425.794174
  nChanged 9
		SP:Iteration 12Q (132267.570000 sec): 3 clusters
  Score: Raw -144767.604706 + Penalty 2335.742832 = -142431.861875
  nChanged 4
		SP:Iteration 13Q (132267.710000 sec): 3 clusters
  Score: Raw -144770.767930 + Penalty 2335.742832 = -142435.025099
  nChanged 8
		SP:Iteration 14Q (132267.900000 sec): 3 clusters
  Score: Raw -144775.580754 + Penalty 2335.742832 = -142439.837923
  nChanged 7
		SP:Iteration 15Q (132268.060000 sec): 3 clusters
  Score: Raw -144779.045999 + Penalty 2335.742832 = -142443.303168
  nChanged 6
		SP:Iteration 16Q (132268.220000 sec): 3 clusters
  Score: Raw -144782.259549 + Penalty 2335.742832 = -142446.516717
  nChanged 3
		SP:Iteration 17Q (132268.390000 sec): 3 clusters
  Score: Raw -144783.594180 + Penalty 2335.742832 = -142447.851348
  nChanged 0
		SP:Iteration 18F (132268.580000 sec): 3 clusters
  Score: Raw -144783.594180 + Penalty 2335.742832 = -142447.851348
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (107432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132269.130000 sec): 2 clusters
  Score: Raw -11077564.459393 + Penalty 1882.499672 = -11075681.959720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132269.740000 sec): 3 clusters
  Score: Raw -11007585.848603 + Penalty 3764.999345 = -11003820.849258
  nChanged 51416
		SP:Iteration 1F (132270.360000 sec): 3 clusters
  Score: Raw -11037816.079323 + Penalty 3764.999345 = -11034051.079978
  nChanged 4643
		SP:Iteration 2Q (132270.970000 sec): 3 clusters
  Score: Raw -11039408.723222 + Penalty 3764.999345 = -11035643.723877
  nChanged 5382
		SP:Iteration 3F (132271.570000 sec): 3 clusters
  Score: Raw -11041705.143726 + Penalty 3764.999345 = -11037940.144382
  nChanged 6331
		SP:Iteration 4F (132272.190000 sec): 3 clusters
  Score: Raw -11045058.526807 + Penalty 3764.999345 = -11041293.527462
  nChanged 7282
		SP:Iteration 5F (132272.820000 sec): 3 clusters
  Score: Raw -11049760.781843 + Penalty 3764.999345 = -11045995.782498
  nChanged 8037
		SP:Iteration 6F (132273.440000 sec): 3 clusters
  Score: Raw -11055866.554549 + Penalty 3764.999345 = -11052101.555204
  nChanged 8200
		SP:Iteration 7F (132274.070000 sec): 3 clusters
  Score: Raw -11062864.237626 + Penalty 3764.999345 = -11059099.238282
  nChanged 6945
		SP:Iteration 8F (132274.720000 sec): 3 clusters
  Score: Raw -11069085.268662 + Penalty 3764.999345 = -11065320.269317
  nChanged 4918
		SP:Iteration 9Q (132275.410000 sec): 3 clusters
  Score: Raw -11073464.868216 + Penalty 3764.999345 = -11069699.868872
  nChanged 2838
		SP:Iteration 10Q (132276.070000 sec): 3 clusters
  Score: Raw -11075917.442905 + Penalty 3764.999345 = -11072152.443561
  nChanged 1358
		SP:Iteration 11Q (132276.680000 sec): 3 clusters
  Score: Raw -11077035.549607 + Penalty 3764.999345 = -11073270.550262
  nChanged 556
		SP:Iteration 12Q (132277.270000 sec): 3 clusters
  Score: Raw -11077495.297127 + Penalty 3764.999345 = -11073730.297782
  nChanged 228
		SP:Iteration 13Q (132277.930000 sec): 3 clusters
  Score: Raw -11077705.567969 + Penalty 3764.999345 = -11073940.568624
  nChanged 103
		SP:Iteration 14Q (132278.550000 sec): 3 clusters
  Score: Raw -11077793.076399 + Penalty 3764.999345 = -11074028.077055
  nChanged 71
		SP:Iteration 15Q (132279.180000 sec): 3 clusters
  Score: Raw -11077856.849750 + Penalty 3764.999345 = -11074091.850405
  nChanged 46
		SP:Iteration 16Q (132279.820000 sec): 3 clusters
  Score: Raw -11077901.609379 + Penalty 3764.999345 = -11074136.610034
  nChanged 37
		SP:Iteration 17Q (132280.520000 sec): 3 clusters
  Score: Raw -11077942.097213 + Penalty 3764.999345 = -11074177.097868
  nChanged 27
		SP:Iteration 18Q (132281.160000 sec): 3 clusters
  Score: Raw -11077970.888537 + Penalty 3764.999345 = -11074205.889192
  nChanged 26
		SP:Iteration 19Q (132281.790000 sec): 3 clusters
  Score: Raw -11078001.293084 + Penalty 3764.999345 = -11074236.293740
  nChanged 34
		SP:Iteration 20F (132282.510000 sec): 3 clusters
  Score: Raw -11078030.909657 + Penalty 3764.999345 = -11074265.910312
  nChanged 23
		SP:Iteration 21Q (132283.210000 sec): 3 clusters
  Score: Raw -11078051.402695 + Penalty 3764.999345 = -11074286.403350
  nChanged 18
		SP:Iteration 22Q (132283.900000 sec): 3 clusters
  Score: Raw -11078063.515352 + Penalty 3764.999345 = -11074298.516007
  nChanged 14
		SP:Iteration 23Q (132284.590000 sec): 3 clusters
  Score: Raw -11078071.492273 + Penalty 3764.999345 = -11074306.492928
  nChanged 4
		SP:Iteration 24Q (132285.230000 sec): 3 clusters
  Score: Raw -11078073.363294 + Penalty 3764.999345 = -11074308.363949
  nChanged 3
		SP:Iteration 25Q (132285.860000 sec): 3 clusters
  Score: Raw -11078075.248486 + Penalty 3764.999345 = -11074310.249141
  nChanged 2
		SP:Iteration 26Q (132286.480000 sec): 3 clusters
  Score: Raw -11078076.252997 + Penalty 3764.999345 = -11074311.253652
  nChanged 2
		SP:Iteration 27Q (132287.080000 sec): 3 clusters
  Score: Raw -11078077.392362 + Penalty 3764.999345 = -11074312.393017
  nChanged 2
		SP:Iteration 28Q (132287.700000 sec): 3 clusters
  Score: Raw -11078078.976488 + Penalty 3764.999345 = -11074313.977144
  nChanged 2
		SP:Iteration 29Q (132288.290000 sec): 3 clusters
  Score: Raw -11078080.870973 + Penalty 3764.999345 = -11074315.871629
  nChanged 5
		SP:Iteration 30Q (132288.880000 sec): 3 clusters
  Score: Raw -11078084.371135 + Penalty 3764.999345 = -11074319.371790
  nChanged 4
		SP:Iteration 31Q (132289.490000 sec): 3 clusters
  Score: Raw -11078087.589235 + Penalty 3764.999345 = -11074322.589890
  nChanged 4
		SP:Iteration 32Q (132290.090000 sec): 3 clusters
  Score: Raw -11078091.166997 + Penalty 3764.999345 = -11074326.167653
  nChanged 4
		SP:Iteration 33Q (132290.710000 sec): 3 clusters
  Score: Raw -11078093.231675 + Penalty 3764.999345 = -11074328.232331
  nChanged 4
		SP:Iteration 34Q (132291.300000 sec): 3 clusters
  Score: Raw -11078095.763946 + Penalty 3764.999345 = -11074330.764601
  nChanged 4
		SP:Iteration 35Q (132291.910000 sec): 3 clusters
  Score: Raw -11078098.421947 + Penalty 3764.999345 = -11074333.422603
  nChanged 5
		SP:Iteration 36Q (132292.480000 sec): 3 clusters
  Score: Raw -11078103.771072 + Penalty 3764.999345 = -11074338.771727
  nChanged 8
		SP:Iteration 37Q (132293.080000 sec): 3 clusters
  Score: Raw -11078110.342783 + Penalty 3764.999345 = -11074345.343439
  nChanged 11
		SP:Iteration 38Q (132293.660000 sec): 3 clusters
  Score: Raw -11078118.980202 + Penalty 3764.999345 = -11074353.980857
  nChanged 11
		SP:Iteration 39Q (132294.220000 sec): 3 clusters
  Score: Raw -11078129.027504 + Penalty 3764.999345 = -11074364.028159
  nChanged 9
		SP:Iteration 40F (132294.820000 sec): 3 clusters
  Score: Raw -11078134.316533 + Penalty 3764.999345 = -11074369.317188
  nChanged 8
		SP:Iteration 41Q (132295.420000 sec): 3 clusters
  Score: Raw -11078137.834121 + Penalty 3764.999345 = -11074372.834776
  nChanged 4
		SP:Iteration 42Q (132295.980000 sec): 3 clusters
  Score: Raw -11078140.195821 + Penalty 3764.999345 = -11074375.196477
  nChanged 3
		SP:Iteration 43Q (132296.520000 sec): 3 clusters
  Score: Raw -11078141.048479 + Penalty 3764.999345 = -11074376.049135
  nChanged 1
		SP:Iteration 44Q (132297.080000 sec): 3 clusters
  Score: Raw -11078141.432179 + Penalty 3764.999345 = -11074376.432834
  nChanged 0
		SP:Iteration 45F (132297.680000 sec): 3 clusters
  Score: Raw -11078141.432179 + Penalty 3764.999345 = -11074376.432834
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132297.830000 sec): 2 clusters
  Score: Raw -304471.069762 + Penalty 1305.469495 = -303165.600267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132298.050000 sec): 3 clusters
  Score: Raw -303030.734395 + Penalty 2610.938989 = -300419.795406
  nChanged 1164
		SP:Iteration 1F (132298.230000 sec): 3 clusters
  Score: Raw -303741.157400 + Penalty 2610.938989 = -301130.218411
  nChanged 234
		SP:Iteration 2F (132298.440000 sec): 3 clusters
  Score: Raw -303916.736004 + Penalty 2610.938989 = -301305.797015
  nChanged 186
		SP:Iteration 3F (132298.630000 sec): 3 clusters
  Score: Raw -304072.467687 + Penalty 2610.938989 = -301461.528698
  nChanged 162
		SP:Iteration 4F (132298.830000 sec): 3 clusters
  Score: Raw -304186.310790 + Penalty 2610.938989 = -301575.371801
  nChanged 138
		SP:Iteration 5Q (132299.030000 sec): 3 clusters
  Score: Raw -304272.556294 + Penalty 2610.938989 = -301661.617305
  nChanged 110
		SP:Iteration 6Q (132299.230000 sec): 3 clusters
  Score: Raw -304330.205396 + Penalty 2610.938989 = -301719.266407
  nChanged 73
		SP:Iteration 7Q (132299.420000 sec): 3 clusters
  Score: Raw -304373.720509 + Penalty 2610.938989 = -301762.781520
  nChanged 66
		SP:Iteration 8Q (132299.620000 sec): 3 clusters
  Score: Raw -304411.216975 + Penalty 2610.938989 = -301800.277985
  nChanged 54
		SP:Iteration 9Q (132299.800000 sec): 3 clusters
  Score: Raw -304439.483958 + Penalty 2610.938989 = -301828.544969
  nChanged 53
		SP:Iteration 10Q (132300.040000 sec): 3 clusters
  Score: Raw -304458.847239 + Penalty 2610.938989 = -301847.908250
  nChanged 28
		SP:Iteration 11Q (132300.200000 sec): 3 clusters
  Score: Raw -304470.624162 + Penalty 2610.938989 = -301859.685173
  nChanged 22
		SP:Iteration 12Q (132300.410000 sec): 3 clusters
  Score: Raw -304477.774423 + Penalty 2610.938989 = -301866.835434
  nChanged 20
		SP:Iteration 13Q (132300.630000 sec): 3 clusters
  Score: Raw -304485.828047 + Penalty 2610.938989 = -301874.889058
  nChanged 19
		SP:Iteration 14Q (132300.790000 sec): 3 clusters
  Score: Raw -304493.925217 + Penalty 2610.938989 = -301882.986228
  nChanged 21
		SP:Iteration 15Q (132301.020000 sec): 3 clusters
  Score: Raw -304500.255092 + Penalty 2610.938989 = -301889.316103
  nChanged 16
		SP:Iteration 16Q (132301.170000 sec): 3 clusters
  Score: Raw -304506.069565 + Penalty 2610.938989 = -301895.130576
  nChanged 13
		SP:Iteration 17Q (132301.310000 sec): 3 clusters
  Score: Raw -304513.093596 + Penalty 2610.938989 = -301902.154607
  nChanged 15
		SP:Iteration 18Q (132301.510000 sec): 3 clusters
  Score: Raw -304518.394305 + Penalty 2610.938989 = -301907.455316
  nChanged 25
		SP:Iteration 19Q (132301.720000 sec): 3 clusters
  Score: Raw -304530.455359 + Penalty 2610.938989 = -301919.516370
  nChanged 25
		SP:Iteration 20F (132301.890000 sec): 3 clusters
  Score: Raw -304542.564893 + Penalty 2610.938989 = -301931.625903
  nChanged 30
		SP:Iteration 21Q (132302.130000 sec): 3 clusters
  Score: Raw -304555.791513 + Penalty 2610.938989 = -301944.852524
  nChanged 28
		SP:Iteration 22Q (132302.310000 sec): 3 clusters
  Score: Raw -304565.663817 + Penalty 2610.938989 = -301954.724828
  nChanged 16
		SP:Iteration 23Q (132302.500000 sec): 3 clusters
  Score: Raw -304571.562467 + Penalty 2610.938989 = -301960.623478
  nChanged 10
		SP:Iteration 24Q (132302.640000 sec): 3 clusters
  Score: Raw -304574.989674 + Penalty 2610.938989 = -301964.050685
  nChanged 12
		SP:Iteration 25Q (132302.800000 sec): 3 clusters
  Score: Raw -304579.325798 + Penalty 2610.938989 = -301968.386809
  nChanged 13
		SP:Iteration 26Q (132302.970000 sec): 3 clusters
  Score: Raw -304584.130130 + Penalty 2610.938989 = -301973.191141
  nChanged 16
		SP:Iteration 27Q (132303.250000 sec): 3 clusters
  Score: Raw -304589.889578 + Penalty 2610.938989 = -301978.950589
  nChanged 17
		SP:Iteration 28Q (132303.500000 sec): 3 clusters
  Score: Raw -304595.289797 + Penalty 2610.938989 = -301984.350808
  nChanged 9
		SP:Iteration 29Q (132303.670000 sec): 3 clusters
  Score: Raw -304598.232061 + Penalty 2610.938989 = -301987.293072
  nChanged 13
		SP:Iteration 30Q (132303.820000 sec): 3 clusters
  Score: Raw -304602.231408 + Penalty 2610.938989 = -301991.292419
  nChanged 15
		SP:Iteration 31Q (132303.980000 sec): 3 clusters
  Score: Raw -304608.936687 + Penalty 2610.938989 = -301997.997697
  nChanged 16
		SP:Iteration 32Q (132304.170000 sec): 3 clusters
  Score: Raw -304616.071241 + Penalty 2610.938989 = -302005.132252
  nChanged 14
		SP:Iteration 33Q (132304.310000 sec): 3 clusters
  Score: Raw -304623.770282 + Penalty 2610.938989 = -302012.831292
  nChanged 13
		SP:Iteration 34Q (132304.460000 sec): 3 clusters
  Score: Raw -304628.174134 + Penalty 2610.938989 = -302017.235145
  nChanged 12
		SP:Iteration 35Q (132304.620000 sec): 3 clusters
  Score: Raw -304632.514723 + Penalty 2610.938989 = -302021.575733
  nChanged 10
		SP:Iteration 36Q (132304.810000 sec): 3 clusters
  Score: Raw -304636.222795 + Penalty 2610.938989 = -302025.283806
  nChanged 6
		SP:Iteration 37Q (132304.950000 sec): 3 clusters
  Score: Raw -304637.929036 + Penalty 2610.938989 = -302026.990047
  nChanged 5
		SP:Iteration 38Q (132305.130000 sec): 3 clusters
  Score: Raw -304640.524405 + Penalty 2610.938989 = -302029.585416
  nChanged 5
		SP:Iteration 39Q (132305.280000 sec): 3 clusters
  Score: Raw -304641.632449 + Penalty 2610.938989 = -302030.693460
  nChanged 3
		SP:Iteration 40F (132305.460000 sec): 3 clusters
  Score: Raw -304642.729694 + Penalty 2610.938989 = -302031.790705
  nChanged 5
		SP:Iteration 41Q (132305.690000 sec): 3 clusters
  Score: Raw -304644.774251 + Penalty 2610.938989 = -302033.835262
  nChanged 5
		SP:Iteration 42Q (132305.870000 sec): 3 clusters
  Score: Raw -304647.039937 + Penalty 2610.938989 = -302036.100948
  nChanged 8
		SP:Iteration 43Q (132306.050000 sec): 3 clusters
  Score: Raw -304649.601078 + Penalty 2610.938989 = -302038.662089
  nChanged 3
		SP:Iteration 44Q (132306.220000 sec): 3 clusters
  Score: Raw -304650.286566 + Penalty 2610.938989 = -302039.347577
  nChanged 5
		SP:Iteration 45Q (132306.410000 sec): 3 clusters
  Score: Raw -304650.976750 + Penalty 2610.938989 = -302040.037761
  nChanged 1
		SP:Iteration 46Q (132306.570000 sec): 3 clusters
  Score: Raw -304651.417143 + Penalty 2610.938989 = -302040.478154
  nChanged 2
		SP:Iteration 47Q (132306.750000 sec): 3 clusters
  Score: Raw -304652.204501 + Penalty 2610.938989 = -302041.265512
  nChanged 1
		SP:Iteration 48Q (132306.910000 sec): 3 clusters
  Score: Raw -304652.349255 + Penalty 2610.938989 = -302041.410266
  nChanged 2
		SP:Iteration 49Q (132307.110000 sec): 3 clusters
  Score: Raw -304652.885985 + Penalty 2610.938989 = -302041.946996
  nChanged 1
		SP:Iteration 50Q (132307.300000 sec): 3 clusters
  Score: Raw -304652.977581 + Penalty 2610.938989 = -302042.038592
  nChanged 0
		SP:Iteration 51F (132307.520000 sec): 3 clusters
  Score: Raw -304652.977581 + Penalty 2610.938989 = -302042.038592
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132307.580000 sec): 2 clusters
  Score: Raw -208602.689926 + Penalty 1243.307029 = -207359.382898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132307.770000 sec): 3 clusters
  Score: Raw -207734.212469 + Penalty 2486.614057 = -205247.598412
  nChanged 748
		SP:Iteration 1F (132308.000000 sec): 3 clusters
  Score: Raw -208227.213837 + Penalty 2486.614057 = -205740.599780
  nChanged 144
		SP:Iteration 2F (132308.190000 sec): 3 clusters
  Score: Raw -208339.020770 + Penalty 2486.614057 = -205852.406713
  nChanged 103
		SP:Iteration 3Q (132308.340000 sec): 3 clusters
  Score: Raw -208421.045702 + Penalty 2486.614057 = -205934.431645
  nChanged 88
		SP:Iteration 4Q (132308.540000 sec): 3 clusters
  Score: Raw -208482.075466 + Penalty 2486.614057 = -205995.461409
  nChanged 48
		SP:Iteration 5Q (132308.770000 sec): 3 clusters
  Score: Raw -208513.558336 + Penalty 2486.614057 = -206026.944279
  nChanged 51
		SP:Iteration 6Q (132309.010000 sec): 3 clusters
  Score: Raw -208548.556267 + Penalty 2486.614057 = -206061.942210
  nChanged 43
		SP:Iteration 7Q (132309.230000 sec): 3 clusters
  Score: Raw -208585.485657 + Penalty 2486.614057 = -206098.871600
  nChanged 46
		SP:Iteration 8Q (132309.450000 sec): 3 clusters
  Score: Raw -208624.798674 + Penalty 2486.614057 = -206138.184617
  nChanged 46
		SP:Iteration 9Q (132309.640000 sec): 3 clusters
  Score: Raw -208661.603699 + Penalty 2486.614057 = -206174.989641
  nChanged 38
		SP:Iteration 10Q (132309.840000 sec): 3 clusters
  Score: Raw -208693.074192 + Penalty 2486.614057 = -206206.460135
  nChanged 50
		SP:Iteration 11Q (132310.060000 sec): 3 clusters
  Score: Raw -208731.092134 + Penalty 2486.614057 = -206244.478076
  nChanged 59
		SP:Iteration 12Q (132310.250000 sec): 3 clusters
  Score: Raw -208784.050369 + Penalty 2486.614057 = -206297.436312
  nChanged 53
		SP:Iteration 13Q (132310.450000 sec): 3 clusters
  Score: Raw -208826.733800 + Penalty 2486.614057 = -206340.119743
  nChanged 42
		SP:Iteration 14Q (132310.640000 sec): 3 clusters
  Score: Raw -208850.017364 + Penalty 2486.614057 = -206363.403307
  nChanged 32
		SP:Iteration 15Q (132310.840000 sec): 3 clusters
  Score: Raw -208873.731022 + Penalty 2486.614057 = -206387.116964
  nChanged 27
		SP:Iteration 16Q (132311.030000 sec): 3 clusters
  Score: Raw -208899.487550 + Penalty 2486.614057 = -206412.873493
  nChanged 33
		SP:Iteration 17Q (132311.220000 sec): 3 clusters
  Score: Raw -208929.894609 + Penalty 2486.614057 = -206443.280552
  nChanged 34
		SP:Iteration 18Q (132311.430000 sec): 3 clusters
  Score: Raw -208958.470085 + Penalty 2486.614057 = -206471.856028
  nChanged 27
		SP:Iteration 19Q (132311.630000 sec): 3 clusters
  Score: Raw -208983.224908 + Penalty 2486.614057 = -206496.610851
  nChanged 23
		SP:Iteration 20F (132311.830000 sec): 3 clusters
  Score: Raw -209005.672071 + Penalty 2486.614057 = -206519.058014
  nChanged 26
		SP:Iteration 21Q (132312.030000 sec): 3 clusters
  Score: Raw -209027.468753 + Penalty 2486.614057 = -206540.854696
  nChanged 30
		SP:Iteration 22Q (132312.200000 sec): 3 clusters
  Score: Raw -209054.394604 + Penalty 2486.614057 = -206567.780547
  nChanged 25
		SP:Iteration 23Q (132312.360000 sec): 3 clusters
  Score: Raw -209076.722291 + Penalty 2486.614057 = -206590.108234
  nChanged 23
		SP:Iteration 24Q (132312.560000 sec): 3 clusters
  Score: Raw -209095.764455 + Penalty 2486.614057 = -206609.150398
  nChanged 18
		SP:Iteration 25Q (132312.740000 sec): 3 clusters
  Score: Raw -209117.425801 + Penalty 2486.614057 = -206630.811744
  nChanged 19
		SP:Iteration 26Q (132312.920000 sec): 3 clusters
  Score: Raw -209137.327422 + Penalty 2486.614057 = -206650.713365
  nChanged 15
		SP:Iteration 27Q (132313.090000 sec): 3 clusters
  Score: Raw -209149.024218 + Penalty 2486.614057 = -206662.410161
  nChanged 9
		SP:Iteration 28Q (132313.300000 sec): 3 clusters
  Score: Raw -209155.333241 + Penalty 2486.614057 = -206668.719183
  nChanged 6
		SP:Iteration 29Q (132313.460000 sec): 3 clusters
  Score: Raw -209160.144826 + Penalty 2486.614057 = -206673.530769
  nChanged 3
		SP:Iteration 30Q (132313.640000 sec): 3 clusters
  Score: Raw -209161.896855 + Penalty 2486.614057 = -206675.282798
  nChanged 1
		SP:Iteration 31Q (132313.860000 sec): 3 clusters
  Score: Raw -209162.138866 + Penalty 2486.614057 = -206675.524809
  nChanged 0
		SP:Iteration 32F (132314.020000 sec): 3 clusters
  Score: Raw -209162.138866 + Penalty 2486.614057 = -206675.524809
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132314.140000 sec): 2 clusters
  Score: Raw -792000.845284 + Penalty 1449.258915 = -790551.586368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132314.400000 sec): 3 clusters
  Score: Raw -787934.758051 + Penalty 2898.517830 = -785036.240221
  nChanged 3153
		SP:Iteration 1F (132314.620000 sec): 3 clusters
  Score: Raw -789685.659969 + Penalty 2898.517830 = -786787.142139
  nChanged 585
		SP:Iteration 2F (132314.830000 sec): 3 clusters
  Score: Raw -790053.958367 + Penalty 2898.517830 = -787155.440537
  nChanged 566
		SP:Iteration 3F (132315.040000 sec): 3 clusters
  Score: Raw -790434.496907 + Penalty 2898.517830 = -787535.979077
  nChanged 523
		SP:Iteration 4F (132315.180000 sec): 3 clusters
  Score: Raw -790834.586535 + Penalty 2898.517830 = -787936.068705
  nChanged 500
		SP:Iteration 5F (132315.390000 sec): 3 clusters
  Score: Raw -791269.828160 + Penalty 2898.517830 = -788371.310330
  nChanged 505
		SP:Iteration 6F (132315.590000 sec): 3 clusters
  Score: Raw -791677.277612 + Penalty 2898.517830 = -788778.759782
  nChanged 374
		SP:Iteration 7F (132315.820000 sec): 3 clusters
  Score: Raw -791915.488181 + Penalty 2898.517830 = -789016.970351
  nChanged 270
		SP:Iteration 8Q (132316.000000 sec): 3 clusters
  Score: Raw -792056.612593 + Penalty 2898.517830 = -789158.094763
  nChanged 190
		SP:Iteration 9Q (132316.220000 sec): 3 clusters
  Score: Raw -792145.057914 + Penalty 2898.517830 = -789246.540084
  nChanged 152
		SP:Iteration 10Q (132316.460000 sec): 3 clusters
  Score: Raw -792199.832981 + Penalty 2898.517830 = -789301.315150
  nChanged 111
		SP:Iteration 11Q (132316.660000 sec): 3 clusters
  Score: Raw -792230.569515 + Penalty 2898.517830 = -789332.051685
  nChanged 67
		SP:Iteration 12Q (132316.850000 sec): 3 clusters
  Score: Raw -792246.024708 + Penalty 2898.517830 = -789347.506878
  nChanged 54
		SP:Iteration 13Q (132317.050000 sec): 3 clusters
  Score: Raw -792257.869708 + Penalty 2898.517830 = -789359.351878
  nChanged 40
		SP:Iteration 14Q (132317.280000 sec): 3 clusters
  Score: Raw -792266.993290 + Penalty 2898.517830 = -789368.475460
  nChanged 31
		SP:Iteration 15Q (132317.480000 sec): 3 clusters
  Score: Raw -792273.664064 + Penalty 2898.517830 = -789375.146233
  nChanged 25
		SP:Iteration 16Q (132317.690000 sec): 3 clusters
  Score: Raw -792277.567230 + Penalty 2898.517830 = -789379.049400
  nChanged 23
		SP:Iteration 17Q (132317.970000 sec): 3 clusters
  Score: Raw -792281.325860 + Penalty 2898.517830 = -789382.808030
  nChanged 24
		SP:Iteration 18Q (132318.150000 sec): 3 clusters
  Score: Raw -792285.481714 + Penalty 2898.517830 = -789386.963884
  nChanged 12
		SP:Iteration 19Q (132318.370000 sec): 3 clusters
  Score: Raw -792287.475570 + Penalty 2898.517830 = -789388.957740
  nChanged 9
		SP:Iteration 20F (132318.570000 sec): 3 clusters
  Score: Raw -792288.469562 + Penalty 2898.517830 = -789389.951731
  nChanged 6
		SP:Iteration 21Q (132318.820000 sec): 3 clusters
  Score: Raw -792289.058372 + Penalty 2898.517830 = -789390.540542
  nChanged 3
		SP:Iteration 22Q (132318.990000 sec): 3 clusters
  Score: Raw -792289.430021 + Penalty 2898.517830 = -789390.912191
  nChanged 2
		SP:Iteration 23Q (132319.220000 sec): 3 clusters
  Score: Raw -792289.692147 + Penalty 2898.517830 = -789391.174317
  nChanged 1
		SP:Iteration 24Q (132319.460000 sec): 3 clusters
  Score: Raw -792289.755486 + Penalty 2898.517830 = -789391.237656
  nChanged 0
		SP:Iteration 25F (132319.680000 sec): 3 clusters
  Score: Raw -792289.755486 + Penalty 2898.517830 = -789391.237656
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (75552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132320.170000 sec): 2 clusters
  Score: Raw -8113416.490549 + Penalty 1825.293671 = -8111591.196878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132320.700000 sec): 3 clusters
  Score: Raw -8064730.042073 + Penalty 3650.587343 = -8061079.454730
  nChanged 35860
		SP:Iteration 1F (132321.220000 sec): 3 clusters
  Score: Raw -8085126.880599 + Penalty 3650.587343 = -8081476.293256
  nChanged 2619
		SP:Iteration 2Q (132321.730000 sec): 3 clusters
  Score: Raw -8085820.635533 + Penalty 3650.587343 = -8082170.048190
  nChanged 2785
		SP:Iteration 3Q (132322.240000 sec): 3 clusters
  Score: Raw -8086705.563810 + Penalty 3650.587343 = -8083054.976467
  nChanged 3197
		SP:Iteration 4Q (132322.740000 sec): 3 clusters
  Score: Raw -8087973.293604 + Penalty 3650.587343 = -8084322.706261
  nChanged 3811
		SP:Iteration 5F (132323.270000 sec): 3 clusters
  Score: Raw -8089943.567855 + Penalty 3650.587343 = -8086292.980512
  nChanged 4547
		SP:Iteration 6F (132323.780000 sec): 3 clusters
  Score: Raw -8092968.900606 + Penalty 3650.587343 = -8089318.313263
  nChanged 5124
		SP:Iteration 7F (132324.300000 sec): 3 clusters
  Score: Raw -8097234.316077 + Penalty 3650.587343 = -8093583.728734
  nChanged 4975
		SP:Iteration 8F (132324.760000 sec): 3 clusters
  Score: Raw -8102219.639577 + Penalty 3650.587343 = -8098569.052234
  nChanged 4160
		SP:Iteration 9F (132325.200000 sec): 3 clusters
  Score: Raw -8106393.575867 + Penalty 3650.587343 = -8102742.988524
  nChanged 2919
		SP:Iteration 10Q (132325.680000 sec): 3 clusters
  Score: Raw -8108577.754736 + Penalty 3650.587343 = -8104927.167393
  nChanged 1970
		SP:Iteration 11Q (132326.200000 sec): 3 clusters
  Score: Raw -8109554.104847 + Penalty 3650.587343 = -8105903.517504
  nChanged 1233
		SP:Iteration 12Q (132326.610000 sec): 3 clusters
  Score: Raw -8110053.498276 + Penalty 3650.587343 = -8106402.910933
  nChanged 910
		SP:Iteration 13Q (132327.040000 sec): 3 clusters
  Score: Raw -8110384.797589 + Penalty 3650.587343 = -8106734.210246
  nChanged 778
		SP:Iteration 14Q (132327.560000 sec): 3 clusters
  Score: Raw -8110650.334698 + Penalty 3650.587343 = -8106999.747355
  nChanged 718
		SP:Iteration 15Q (132328.040000 sec): 3 clusters
  Score: Raw -8110897.133158 + Penalty 3650.587343 = -8107246.545815
  nChanged 663
		SP:Iteration 16Q (132328.550000 sec): 3 clusters
  Score: Raw -8111125.038807 + Penalty 3650.587343 = -8107474.451464
  nChanged 636
		SP:Iteration 17Q (132328.990000 sec): 3 clusters
  Score: Raw -8111335.334194 + Penalty 3650.587343 = -8107684.746851
  nChanged 597
		SP:Iteration 18Q (132329.430000 sec): 3 clusters
  Score: Raw -8111523.935085 + Penalty 3650.587343 = -8107873.347742
  nChanged 549
		SP:Iteration 19Q (132329.910000 sec): 3 clusters
  Score: Raw -8111688.532899 + Penalty 3650.587343 = -8108037.945556
  nChanged 502
		SP:Iteration 20F (132330.390000 sec): 3 clusters
  Score: Raw -8111833.541689 + Penalty 3650.587343 = -8108182.954346
  nChanged 440
		SP:Iteration 21Q (132330.860000 sec): 3 clusters
  Score: Raw -8111959.141472 + Penalty 3650.587343 = -8108308.554129
  nChanged 405
		SP:Iteration 22Q (132331.360000 sec): 3 clusters
  Score: Raw -8112066.272866 + Penalty 3650.587343 = -8108415.685523
  nChanged 430
		SP:Iteration 23Q (132331.840000 sec): 3 clusters
  Score: Raw -8112192.482725 + Penalty 3650.587343 = -8108541.895382
  nChanged 440
		SP:Iteration 24Q (132332.280000 sec): 3 clusters
  Score: Raw -8112322.749096 + Penalty 3650.587343 = -8108672.161754
  nChanged 421
		SP:Iteration 25Q (132332.740000 sec): 3 clusters
  Score: Raw -8112449.521587 + Penalty 3650.587343 = -8108798.934244
  nChanged 380
		SP:Iteration 26Q (132333.160000 sec): 3 clusters
  Score: Raw -8112562.240764 + Penalty 3650.587343 = -8108911.653421
  nChanged 373
		SP:Iteration 27Q (132333.650000 sec): 3 clusters
  Score: Raw -8112671.211381 + Penalty 3650.587343 = -8109020.624038
  nChanged 336
		SP:Iteration 28Q (132334.080000 sec): 3 clusters
  Score: Raw -8112769.397993 + Penalty 3650.587343 = -8109118.810650
  nChanged 342
		SP:Iteration 29Q (132334.550000 sec): 3 clusters
  Score: Raw -8112865.613207 + Penalty 3650.587343 = -8109215.025864
  nChanged 295
		SP:Iteration 30Q (132335.030000 sec): 3 clusters
  Score: Raw -8112943.348583 + Penalty 3650.587343 = -8109292.761240
  nChanged 274
		SP:Iteration 31Q (132335.480000 sec): 3 clusters
  Score: Raw -8113009.207096 + Penalty 3650.587343 = -8109358.619753
  nChanged 249
		SP:Iteration 32Q (132335.970000 sec): 3 clusters
  Score: Raw -8113065.930754 + Penalty 3650.587343 = -8109415.343411
  nChanged 221
		SP:Iteration 33Q (132336.490000 sec): 3 clusters
  Score: Raw -8113115.507125 + Penalty 3650.587343 = -8109464.919782
  nChanged 203
		SP:Iteration 34Q (132336.960000 sec): 3 clusters
  Score: Raw -8113160.550309 + Penalty 3650.587343 = -8109509.962966
  nChanged 182
		SP:Iteration 35Q (132337.370000 sec): 3 clusters
  Score: Raw -8113201.361434 + Penalty 3650.587343 = -8109550.774091
  nChanged 179
		SP:Iteration 36Q (132337.880000 sec): 3 clusters
  Score: Raw -8113241.087390 + Penalty 3650.587343 = -8109590.500048
  nChanged 155
		SP:Iteration 37Q (132338.350000 sec): 3 clusters
  Score: Raw -8113274.882483 + Penalty 3650.587343 = -8109624.295140
  nChanged 150
		SP:Iteration 38Q (132338.920000 sec): 3 clusters
  Score: Raw -8113305.439755 + Penalty 3650.587343 = -8109654.852412
  nChanged 141
		SP:Iteration 39Q (132339.440000 sec): 3 clusters
  Score: Raw -8113335.018868 + Penalty 3650.587343 = -8109684.431525
  nChanged 139
		SP:Iteration 40F (132340.010000 sec): 3 clusters
  Score: Raw -8113362.871966 + Penalty 3650.587343 = -8109712.284623
  nChanged 126
		SP:Iteration 41Q (132340.500000 sec): 3 clusters
  Score: Raw -8113387.068803 + Penalty 3650.587343 = -8109736.481460
  nChanged 126
		SP:Iteration 42Q (132340.990000 sec): 3 clusters
  Score: Raw -8113413.757430 + Penalty 3650.587343 = -8109763.170087
  nChanged 129
		SP:Iteration 43Q (132341.500000 sec): 3 clusters
  Score: Raw -8113444.275050 + Penalty 3650.587343 = -8109793.687708
  nChanged 124
		SP:Iteration 44Q (132342.000000 sec): 3 clusters
  Score: Raw -8113472.044654 + Penalty 3650.587343 = -8109821.457311
  nChanged 92
		SP:Iteration 45Q (132342.470000 sec): 3 clusters
  Score: Raw -8113489.001154 + Penalty 3650.587343 = -8109838.413811
  nChanged 81
		SP:Iteration 46Q (132342.950000 sec): 3 clusters
  Score: Raw -8113503.403832 + Penalty 3650.587343 = -8109852.816489
  nChanged 69
		SP:Iteration 47Q (132343.410000 sec): 3 clusters
  Score: Raw -8113514.222779 + Penalty 3650.587343 = -8109863.635436
  nChanged 61
		SP:Iteration 48Q (132343.880000 sec): 3 clusters
  Score: Raw -8113523.915911 + Penalty 3650.587343 = -8109873.328568
  nChanged 62
		SP:Iteration 49Q (132344.400000 sec): 3 clusters
  Score: Raw -8113534.887524 + Penalty 3650.587343 = -8109884.300181
  nChanged 62
		SP:Iteration 50Q (132344.930000 sec): 3 clusters
  Score: Raw -8113547.492293 + Penalty 3650.587343 = -8109896.904950
  nChanged 63
		SP:Iteration 51Q (132345.420000 sec): 3 clusters
  Score: Raw -8113558.862880 + Penalty 3650.587343 = -8109908.275537
  nChanged 56
		SP:Iteration 52Q (132345.920000 sec): 3 clusters
  Score: Raw -8113568.995073 + Penalty 3650.587343 = -8109918.407730
  nChanged 63
		SP:Iteration 53Q (132346.440000 sec): 3 clusters
  Score: Raw -8113581.009405 + Penalty 3650.587343 = -8109930.422062
  nChanged 60
		SP:Iteration 54Q (132347.010000 sec): 3 clusters
  Score: Raw -8113592.387388 + Penalty 3650.587343 = -8109941.800045
  nChanged 56
		SP:Iteration 55Q (132347.540000 sec): 3 clusters
  Score: Raw -8113603.626907 + Penalty 3650.587343 = -8109953.039564
  nChanged 55
		SP:Iteration 56Q (132348.100000 sec): 3 clusters
  Score: Raw -8113614.763093 + Penalty 3650.587343 = -8109964.175750
  nChanged 61
		SP:Iteration 57Q (132348.620000 sec): 3 clusters
  Score: Raw -8113626.730525 + Penalty 3650.587343 = -8109976.143183
  nChanged 45
		SP:Iteration 58Q (132349.070000 sec): 3 clusters
  Score: Raw -8113634.372200 + Penalty 3650.587343 = -8109983.784857
  nChanged 40
		SP:Iteration 59Q (132349.570000 sec): 3 clusters
  Score: Raw -8113641.969893 + Penalty 3650.587343 = -8109991.382550
  nChanged 38
		SP:Iteration 60F (132350.100000 sec): 3 clusters
  Score: Raw -8113650.020514 + Penalty 3650.587343 = -8109999.433171
  nChanged 37
		SP:Iteration 61Q (132350.590000 sec): 3 clusters
  Score: Raw -8113656.781336 + Penalty 3650.587343 = -8110006.193993
  nChanged 37
		SP:Iteration 62Q (132351.090000 sec): 3 clusters
  Score: Raw -8113663.821155 + Penalty 3650.587343 = -8110013.233812
  nChanged 38
		SP:Iteration 63Q (132351.560000 sec): 3 clusters
  Score: Raw -8113671.309189 + Penalty 3650.587343 = -8110020.721846
  nChanged 43
		SP:Iteration 64Q (132352.070000 sec): 3 clusters
  Score: Raw -8113680.653735 + Penalty 3650.587343 = -8110030.066392
  nChanged 46
		SP:Iteration 65Q (132352.560000 sec): 3 clusters
  Score: Raw -8113692.203777 + Penalty 3650.587343 = -8110041.616434
  nChanged 42
		SP:Iteration 66Q (132353.070000 sec): 3 clusters
  Score: Raw -8113702.029493 + Penalty 3650.587343 = -8110051.442150
  nChanged 44
		SP:Iteration 67Q (132353.570000 sec): 3 clusters
  Score: Raw -8113710.446247 + Penalty 3650.587343 = -8110059.858904
  nChanged 36
		SP:Iteration 68Q (132354.020000 sec): 3 clusters
  Score: Raw -8113717.155908 + Penalty 3650.587343 = -8110066.568565
  nChanged 28
		SP:Iteration 69Q (132354.480000 sec): 3 clusters
  Score: Raw -8113722.001647 + Penalty 3650.587343 = -8110071.414304
  nChanged 31
		SP:Iteration 70Q (132354.940000 sec): 3 clusters
  Score: Raw -8113727.322679 + Penalty 3650.587343 = -8110076.735336
  nChanged 24
		SP:Iteration 71Q (132355.500000 sec): 3 clusters
  Score: Raw -8113731.632310 + Penalty 3650.587343 = -8110081.044967
  nChanged 21
		SP:Iteration 72Q (132356.040000 sec): 3 clusters
  Score: Raw -8113735.535952 + Penalty 3650.587343 = -8110084.948609
  nChanged 24
		SP:Iteration 73Q (132356.580000 sec): 3 clusters
  Score: Raw -8113741.365864 + Penalty 3650.587343 = -8110090.778521
  nChanged 22
		SP:Iteration 74Q (132357.110000 sec): 3 clusters
  Score: Raw -8113746.347838 + Penalty 3650.587343 = -8110095.760496
  nChanged 21
		SP:Iteration 75Q (132357.620000 sec): 3 clusters
  Score: Raw -8113750.336432 + Penalty 3650.587343 = -8110099.749089
  nChanged 24
		SP:Iteration 76Q (132358.140000 sec): 3 clusters
  Score: Raw -8113756.382626 + Penalty 3650.587343 = -8110105.795283
  nChanged 27
		SP:Iteration 77Q (132358.660000 sec): 3 clusters
  Score: Raw -8113761.387249 + Penalty 3650.587343 = -8110110.799906
  nChanged 19
		SP:Iteration 78Q (132359.180000 sec): 3 clusters
  Score: Raw -8113764.581537 + Penalty 3650.587343 = -8110113.994194
  nChanged 14
		SP:Iteration 79Q (132359.680000 sec): 3 clusters
  Score: Raw -8113767.645705 + Penalty 3650.587343 = -8110117.058362
  nChanged 15
		SP:Iteration 80F (132360.270000 sec): 3 clusters
  Score: Raw -8113771.140972 + Penalty 3650.587343 = -8110120.553629
  nChanged 15
		SP:Iteration 81Q (132360.830000 sec): 3 clusters
  Score: Raw -8113773.616045 + Penalty 3650.587343 = -8110123.028702
  nChanged 11
		SP:Iteration 82Q (132361.370000 sec): 3 clusters
  Score: Raw -8113776.148158 + Penalty 3650.587343 = -8110125.560815
  nChanged 13
		SP:Iteration 83Q (132361.870000 sec): 3 clusters
  Score: Raw -8113778.694270 + Penalty 3650.587343 = -8110128.106927
  nChanged 13
		SP:Iteration 84Q (132362.380000 sec): 3 clusters
  Score: Raw -8113781.265198 + Penalty 3650.587343 = -8110130.677855
  nChanged 16
		SP:Iteration 85Q (132362.900000 sec): 3 clusters
  Score: Raw -8113784.461586 + Penalty 3650.587343 = -8110133.874243
  nChanged 12
		SP:Iteration 86Q (132363.400000 sec): 3 clusters
  Score: Raw -8113787.867227 + Penalty 3650.587343 = -8110137.279884
  nChanged 18
		SP:Iteration 87Q (132363.910000 sec): 3 clusters
  Score: Raw -8113792.438319 + Penalty 3650.587343 = -8110141.850976
  nChanged 14
		SP:Iteration 88Q (132364.420000 sec): 3 clusters
  Score: Raw -8113796.302901 + Penalty 3650.587343 = -8110145.715558
  nChanged 13
		SP:Iteration 89Q (132364.900000 sec): 3 clusters
  Score: Raw -8113799.122812 + Penalty 3650.587343 = -8110148.535469
  nChanged 9
		SP:Iteration 90Q (132365.410000 sec): 3 clusters
  Score: Raw -8113800.637602 + Penalty 3650.587343 = -8110150.050259
  nChanged 6
		SP:Iteration 91Q (132365.850000 sec): 3 clusters
  Score: Raw -8113801.929818 + Penalty 3650.587343 = -8110151.342475
  nChanged 8
		SP:Iteration 92Q (132366.340000 sec): 3 clusters
  Score: Raw -8113803.298501 + Penalty 3650.587343 = -8110152.711158
  nChanged 13
		SP:Iteration 93Q (132366.840000 sec): 3 clusters
  Score: Raw -8113805.737206 + Penalty 3650.587343 = -8110155.149863
  nChanged 12
		SP:Iteration 94Q (132367.350000 sec): 3 clusters
  Score: Raw -8113807.952650 + Penalty 3650.587343 = -8110157.365307
  nChanged 10
		SP:Iteration 95Q (132367.890000 sec): 3 clusters
  Score: Raw -8113810.012900 + Penalty 3650.587343 = -8110159.425557
  nChanged 12
		SP:Iteration 96Q (132368.410000 sec): 3 clusters
  Score: Raw -8113812.378884 + Penalty 3650.587343 = -8110161.791541
  nChanged 9
		SP:Iteration 97Q (132368.900000 sec): 3 clusters
  Score: Raw -8113814.165955 + Penalty 3650.587343 = -8110163.578612
  nChanged 9
		SP:Iteration 98Q (132369.420000 sec): 3 clusters
  Score: Raw -8113816.272641 + Penalty 3650.587343 = -8110165.685298
  nChanged 10
		SP:Iteration 99Q (132369.900000 sec): 3 clusters
  Score: Raw -8113818.576525 + Penalty 3650.587343 = -8110167.989182
  nChanged 15
		SP:Iteration 100F (132370.440000 sec): 3 clusters
  Score: Raw -8113821.179486 + Penalty 3650.587343 = -8110170.592143
  nChanged 8
		SP:Iteration 101Q (132370.900000 sec): 3 clusters
  Score: Raw -8113822.975201 + Penalty 3650.587343 = -8110172.387858
  nChanged 9
		SP:Iteration 102Q (132371.380000 sec): 3 clusters
  Score: Raw -8113824.679224 + Penalty 3650.587343 = -8110174.091881
  nChanged 12
		SP:Iteration 103Q (132371.860000 sec): 3 clusters
  Score: Raw -8113827.773368 + Penalty 3650.587343 = -8110177.186026
  nChanged 13
		SP:Iteration 104Q (132372.340000 sec): 3 clusters
  Score: Raw -8113829.949262 + Penalty 3650.587343 = -8110179.361919
  nChanged 7
		SP:Iteration 105Q (132372.820000 sec): 3 clusters
  Score: Raw -8113831.382792 + Penalty 3650.587343 = -8110180.795449
  nChanged 5
		SP:Iteration 106Q (132373.280000 sec): 3 clusters
  Score: Raw -8113832.650454 + Penalty 3650.587343 = -8110182.063111
  nChanged 6
		SP:Iteration 107Q (132373.800000 sec): 3 clusters
  Score: Raw -8113833.611311 + Penalty 3650.587343 = -8110183.023969
  nChanged 3
		SP:Iteration 108Q (132374.310000 sec): 3 clusters
  Score: Raw -8113834.186665 + Penalty 3650.587343 = -8110183.599322
  nChanged 5
		SP:Iteration 109Q (132374.890000 sec): 3 clusters
  Score: Raw -8113834.990964 + Penalty 3650.587343 = -8110184.403621
  nChanged 4
		SP:Iteration 110Q (132375.380000 sec): 3 clusters
  Score: Raw -8113835.624536 + Penalty 3650.587343 = -8110185.037193
  nChanged 5
		SP:Iteration 111Q (132375.840000 sec): 3 clusters
  Score: Raw -8113836.953337 + Penalty 3650.587343 = -8110186.365994
  nChanged 4
		SP:Iteration 112Q (132376.400000 sec): 3 clusters
  Score: Raw -8113838.305514 + Penalty 3650.587343 = -8110187.718171
  nChanged 5
		SP:Iteration 113Q (132376.920000 sec): 3 clusters
  Score: Raw -8113839.288835 + Penalty 3650.587343 = -8110188.701492
  nChanged 1
		SP:Iteration 114Q (132377.440000 sec): 3 clusters
  Score: Raw -8113839.405784 + Penalty 3650.587343 = -8110188.818441
  nChanged 1
		SP:Iteration 115Q (132377.940000 sec): 3 clusters
  Score: Raw -8113839.589126 + Penalty 3650.587343 = -8110189.001783
  nChanged 0
		SP:Iteration 116F (132378.460000 sec): 3 clusters
  Score: Raw -8113839.589126 + Penalty 3650.587343 = -8110189.001783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132378.580000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132378.700000 sec): 3 clusters
  Score: Raw -45514.223038 + Penalty 1980.410175 = -43533.812862
  nChanged 88
		SP:Iteration 1F (132378.810000 sec): 3 clusters
  Score: Raw -45623.241202 + Penalty 1980.410175 = -43642.831026
  nChanged 29
		SP:Iteration 2F (132378.920000 sec): 3 clusters
  Score: Raw -45676.609485 + Penalty 1980.410175 = -43696.199310
  nChanged 10
		SP:Iteration 3Q (132379.030000 sec): 3 clusters
  Score: Raw -45686.757048 + Penalty 1980.410175 = -43706.346872
  nChanged 3
		SP:Iteration 4Q (132379.140000 sec): 3 clusters
  Score: Raw -45692.027495 + Penalty 1980.410175 = -43711.617320
  nChanged 2
		SP:Iteration 5Q (132379.250000 sec): 3 clusters
  Score: Raw -45695.197359 + Penalty 1980.410175 = -43714.787183
  nChanged 1
		SP:Iteration 6Q (132379.360000 sec): 3 clusters
  Score: Raw -45696.449611 + Penalty 1980.410175 = -43716.039436
  nChanged 1
		SP:Iteration 7Q (132379.470000 sec): 3 clusters
  Score: Raw -45697.432704 + Penalty 1980.410175 = -43717.022529
  nChanged 2
		SP:Iteration 8Q (132379.610000 sec): 3 clusters
  Score: Raw -45699.904516 + Penalty 1980.410175 = -43719.494341
  nChanged 2
		SP:Iteration 9Q (132379.790000 sec): 3 clusters
  Score: Raw -45702.298630 + Penalty 1980.410175 = -43721.888455
  nChanged 0
		SP:Iteration 10F (132379.960000 sec): 3 clusters
  Score: Raw -45702.298630 + Penalty 1980.410175 = -43721.888455
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132380.030000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132380.190000 sec): 3 clusters
  Score: Raw -105916.000366 + Penalty 2277.764184 = -103638.236182
  nChanged 354
		SP:Iteration 1F (132380.350000 sec): 3 clusters
  Score: Raw -106219.579281 + Penalty 2277.764184 = -103941.815097
  nChanged 96
		SP:Iteration 2F (132380.510000 sec): 3 clusters
  Score: Raw -106321.435187 + Penalty 2277.764184 = -104043.671003
  nChanged 47
		SP:Iteration 3Q (132380.680000 sec): 3 clusters
  Score: Raw -106376.962144 + Penalty 2277.764184 = -104099.197960
  nChanged 32
		SP:Iteration 4Q (132380.830000 sec): 3 clusters
  Score: Raw -106413.258573 + Penalty 2277.764184 = -104135.494389
  nChanged 28
		SP:Iteration 5Q (132380.930000 sec): 3 clusters
  Score: Raw -106444.927075 + Penalty 2277.764184 = -104167.162891
  nChanged 20
		SP:Iteration 6Q (132381.040000 sec): 3 clusters
  Score: Raw -106463.724095 + Penalty 2277.764184 = -104185.959911
  nChanged 12
		SP:Iteration 7Q (132381.150000 sec): 3 clusters
  Score: Raw -106471.933260 + Penalty 2277.764184 = -104194.169076
  nChanged 11
		SP:Iteration 8Q (132381.330000 sec): 3 clusters
  Score: Raw -106485.642265 + Penalty 2277.764184 = -104207.878080
  nChanged 15
		SP:Iteration 9Q (132381.510000 sec): 3 clusters
  Score: Raw -106496.282560 + Penalty 2277.764184 = -104218.518376
  nChanged 21
		SP:Iteration 10Q (132381.720000 sec): 3 clusters
  Score: Raw -106514.532460 + Penalty 2277.764184 = -104236.768276
  nChanged 27
		SP:Iteration 11Q (132381.890000 sec): 3 clusters
  Score: Raw -106542.053821 + Penalty 2277.764184 = -104264.289637
  nChanged 24
		SP:Iteration 12Q (132382.060000 sec): 3 clusters
  Score: Raw -106566.450488 + Penalty 2277.764184 = -104288.686303
  nChanged 15
		SP:Iteration 13Q (132382.210000 sec): 3 clusters
  Score: Raw -106579.404169 + Penalty 2277.764184 = -104301.639985
  nChanged 14
		SP:Iteration 14Q (132382.350000 sec): 3 clusters
  Score: Raw -106591.079702 + Penalty 2277.764184 = -104313.315518
  nChanged 12
		SP:Iteration 15Q (132382.500000 sec): 3 clusters
  Score: Raw -106602.977245 + Penalty 2277.764184 = -104325.213061
  nChanged 9
		SP:Iteration 16Q (132382.650000 sec): 3 clusters
  Score: Raw -106608.885276 + Penalty 2277.764184 = -104331.121092
  nChanged 8
		SP:Iteration 17Q (132382.800000 sec): 3 clusters
  Score: Raw -106614.942822 + Penalty 2277.764184 = -104337.178638
  nChanged 6
		SP:Iteration 18Q (132382.980000 sec): 3 clusters
  Score: Raw -106620.765590 + Penalty 2277.764184 = -104343.001406
  nChanged 9
		SP:Iteration 19Q (132383.130000 sec): 3 clusters
  Score: Raw -106626.036469 + Penalty 2277.764184 = -104348.272285
  nChanged 5
		SP:Iteration 20F (132383.310000 sec): 3 clusters
  Score: Raw -106629.615691 + Penalty 2277.764184 = -104351.851506
  nChanged 3
		SP:Iteration 21Q (132383.480000 sec): 3 clusters
  Score: Raw -106631.524578 + Penalty 2277.764184 = -104353.760393
  nChanged 3
		SP:Iteration 22Q (132383.710000 sec): 3 clusters
  Score: Raw -106632.928417 + Penalty 2277.764184 = -104355.164233
  nChanged 3
		SP:Iteration 23Q (132383.850000 sec): 3 clusters
  Score: Raw -106634.193202 + Penalty 2277.764184 = -104356.429018
  nChanged 3
		SP:Iteration 24Q (132384.030000 sec): 3 clusters
  Score: Raw -106638.814090 + Penalty 2277.764184 = -104361.049905
  nChanged 7
		SP:Iteration 25Q (132384.200000 sec): 3 clusters
  Score: Raw -106650.915803 + Penalty 2277.764184 = -104373.151618
  nChanged 9
		SP:Iteration 26Q (132384.350000 sec): 3 clusters
  Score: Raw -106665.785978 + Penalty 2277.764184 = -104388.021794
  nChanged 10
		SP:Iteration 27Q (132384.550000 sec): 3 clusters
  Score: Raw -106672.354210 + Penalty 2277.764184 = -104394.590026
  nChanged 7
		SP:Iteration 28Q (132384.690000 sec): 3 clusters
  Score: Raw -106681.338837 + Penalty 2277.764184 = -104403.574653
  nChanged 8
		SP:Iteration 29Q (132384.860000 sec): 3 clusters
  Score: Raw -106689.083424 + Penalty 2277.764184 = -104411.319240
  nChanged 5
		SP:Iteration 30Q (132385.030000 sec): 3 clusters
  Score: Raw -106697.945743 + Penalty 2277.764184 = -104420.181559
  nChanged 7
		SP:Iteration 31Q (132385.230000 sec): 3 clusters
  Score: Raw -106704.035183 + Penalty 2277.764184 = -104426.270998
  nChanged 1
		SP:Iteration 32Q (132385.390000 sec): 3 clusters
  Score: Raw -106704.448872 + Penalty 2277.764184 = -104426.684688
  nChanged 1
		SP:Iteration 33Q (132385.540000 sec): 3 clusters
  Score: Raw -106704.697172 + Penalty 2277.764184 = -104426.932987
  nChanged 0
		SP:Iteration 34F (132385.740000 sec): 3 clusters
  Score: Raw -106704.697172 + Penalty 2277.764184 = -104426.932987
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132385.920000 sec): 2 clusters
  Score: Raw -1436124.211564 + Penalty 1550.122010 = -1434574.089554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132386.170000 sec): 3 clusters
  Score: Raw -1428007.563953 + Penalty 3100.244021 = -1424907.319933
  nChanged 6131
		SP:Iteration 1F (132386.400000 sec): 3 clusters
  Score: Raw -1431358.301325 + Penalty 3100.244021 = -1428258.057305
  nChanged 827
		SP:Iteration 2F (132386.630000 sec): 3 clusters
  Score: Raw -1431717.826115 + Penalty 3100.244021 = -1428617.582094
  nChanged 744
		SP:Iteration 3F (132386.870000 sec): 3 clusters
  Score: Raw -1432062.651299 + Penalty 3100.244021 = -1428962.407278
  nChanged 726
		SP:Iteration 4F (132387.100000 sec): 3 clusters
  Score: Raw -1432441.836010 + Penalty 3100.244021 = -1429341.591989
  nChanged 757
		SP:Iteration 5F (132387.330000 sec): 3 clusters
  Score: Raw -1432883.028673 + Penalty 3100.244021 = -1429782.784653
  nChanged 838
		SP:Iteration 6F (132387.590000 sec): 3 clusters
  Score: Raw -1433434.253656 + Penalty 3100.244021 = -1430334.009635
  nChanged 809
		SP:Iteration 7F (132387.830000 sec): 3 clusters
  Score: Raw -1433998.196351 + Penalty 3100.244021 = -1430897.952330
  nChanged 735
		SP:Iteration 8F (132388.030000 sec): 3 clusters
  Score: Raw -1434523.560676 + Penalty 3100.244021 = -1431423.316656
  nChanged 622
		SP:Iteration 9Q (132388.300000 sec): 3 clusters
  Score: Raw -1434994.300188 + Penalty 3100.244021 = -1431894.056168
  nChanged 505
		SP:Iteration 10Q (132388.510000 sec): 3 clusters
  Score: Raw -1435419.138836 + Penalty 3100.244021 = -1432318.894815
  nChanged 358
		SP:Iteration 11Q (132388.690000 sec): 3 clusters
  Score: Raw -1435728.630952 + Penalty 3100.244021 = -1432628.386931
  nChanged 229
		SP:Iteration 12Q (132388.940000 sec): 3 clusters
  Score: Raw -1435949.969286 + Penalty 3100.244021 = -1432849.725265
  nChanged 176
		SP:Iteration 13Q (132389.190000 sec): 3 clusters
  Score: Raw -1436103.754758 + Penalty 3100.244021 = -1433003.510738
  nChanged 109
		SP:Iteration 14Q (132389.410000 sec): 3 clusters
  Score: Raw -1436190.468555 + Penalty 3100.244021 = -1433090.224534
  nChanged 79
		SP:Iteration 15Q (132389.590000 sec): 3 clusters
  Score: Raw -1436259.911001 + Penalty 3100.244021 = -1433159.666981
  nChanged 66
		SP:Iteration 16Q (132389.830000 sec): 3 clusters
  Score: Raw -1436322.916754 + Penalty 3100.244021 = -1433222.672734
  nChanged 53
		SP:Iteration 17Q (132390.080000 sec): 3 clusters
  Score: Raw -1436371.833170 + Penalty 3100.244021 = -1433271.589149
  nChanged 30
		SP:Iteration 18Q (132390.250000 sec): 3 clusters
  Score: Raw -1436407.010292 + Penalty 3100.244021 = -1433306.766271
  nChanged 33
		SP:Iteration 19Q (132390.470000 sec): 3 clusters
  Score: Raw -1436433.273302 + Penalty 3100.244021 = -1433333.029281
  nChanged 29
		SP:Iteration 20F (132390.730000 sec): 3 clusters
  Score: Raw -1436464.403325 + Penalty 3100.244021 = -1433364.159305
  nChanged 18
		SP:Iteration 21Q (132390.930000 sec): 3 clusters
  Score: Raw -1436484.648836 + Penalty 3100.244021 = -1433384.404815
  nChanged 20
		SP:Iteration 22Q (132391.150000 sec): 3 clusters
  Score: Raw -1436507.276973 + Penalty 3100.244021 = -1433407.032952
  nChanged 23
		SP:Iteration 23Q (132391.410000 sec): 3 clusters
  Score: Raw -1436531.296592 + Penalty 3100.244021 = -1433431.052572
  nChanged 19
		SP:Iteration 24Q (132391.670000 sec): 3 clusters
  Score: Raw -1436551.998621 + Penalty 3100.244021 = -1433451.754601
  nChanged 19
		SP:Iteration 25Q (132391.860000 sec): 3 clusters
  Score: Raw -1436569.382298 + Penalty 3100.244021 = -1433469.138277
  nChanged 23
		SP:Iteration 26Q (132392.120000 sec): 3 clusters
  Score: Raw -1436586.497155 + Penalty 3100.244021 = -1433486.253134
  nChanged 18
		SP:Iteration 27Q (132392.340000 sec): 3 clusters
  Score: Raw -1436605.785144 + Penalty 3100.244021 = -1433505.541123
  nChanged 13
		SP:Iteration 28Q (132392.600000 sec): 3 clusters
  Score: Raw -1436618.580750 + Penalty 3100.244021 = -1433518.336730
  nChanged 13
		SP:Iteration 29Q (132392.790000 sec): 3 clusters
  Score: Raw -1436627.953645 + Penalty 3100.244021 = -1433527.709625
  nChanged 14
		SP:Iteration 30Q (132393.040000 sec): 3 clusters
  Score: Raw -1436636.857625 + Penalty 3100.244021 = -1433536.613604
  nChanged 10
		SP:Iteration 31Q (132393.260000 sec): 3 clusters
  Score: Raw -1436642.304137 + Penalty 3100.244021 = -1433542.060117
  nChanged 6
		SP:Iteration 32Q (132393.540000 sec): 3 clusters
  Score: Raw -1436645.111465 + Penalty 3100.244021 = -1433544.867444
  nChanged 5
		SP:Iteration 33Q (132393.770000 sec): 3 clusters
  Score: Raw -1436648.702331 + Penalty 3100.244021 = -1433548.458310
  nChanged 4
		SP:Iteration 34Q (132393.980000 sec): 3 clusters
  Score: Raw -1436650.640047 + Penalty 3100.244021 = -1433550.396027
  nChanged 1
		SP:Iteration 35Q (132394.210000 sec): 3 clusters
  Score: Raw -1436651.224042 + Penalty 3100.244021 = -1433550.980021
  nChanged 3
		SP:Iteration 36Q (132394.440000 sec): 3 clusters
  Score: Raw -1436652.856142 + Penalty 3100.244021 = -1433552.612122
  nChanged 3
		SP:Iteration 37Q (132394.700000 sec): 3 clusters
  Score: Raw -1436654.632928 + Penalty 3100.244021 = -1433554.388907
  nChanged 0
		SP:Iteration 38F (132394.900000 sec): 3 clusters
  Score: Raw -1436654.632928 + Penalty 3100.244021 = -1433554.388907
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132395.010000 sec): 2 clusters
  Score: Raw -106212.058938 + Penalty 1144.797082 = -105067.261857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132395.190000 sec): 3 clusters
  Score: Raw -105836.071437 + Penalty 2289.594163 = -103546.477274
  nChanged 391
		SP:Iteration 1F (132395.400000 sec): 3 clusters
  Score: Raw -106198.477135 + Penalty 2289.594163 = -103908.882972
  nChanged 111
		SP:Iteration 2F (132395.570000 sec): 3 clusters
  Score: Raw -106376.809613 + Penalty 2289.594163 = -104087.215450
  nChanged 82
		SP:Iteration 3F (132395.710000 sec): 3 clusters
  Score: Raw -106516.755803 + Penalty 2289.594163 = -104227.161640
  nChanged 59
		SP:Iteration 4F (132395.900000 sec): 3 clusters
  Score: Raw -106611.208404 + Penalty 2289.594163 = -104321.614241
  nChanged 43
		SP:Iteration 5Q (132396.040000 sec): 3 clusters
  Score: Raw -106679.029402 + Penalty 2289.594163 = -104389.435239
  nChanged 37
		SP:Iteration 6Q (132396.170000 sec): 3 clusters
  Score: Raw -106741.563176 + Penalty 2289.594163 = -104451.969013
  nChanged 40
		SP:Iteration 7Q (132396.310000 sec): 3 clusters
  Score: Raw -106823.837341 + Penalty 2289.594163 = -104534.243178
  nChanged 34
		SP:Iteration 8Q (132396.520000 sec): 3 clusters
  Score: Raw -106879.914703 + Penalty 2289.594163 = -104590.320540
  nChanged 20
		SP:Iteration 9Q (132396.670000 sec): 3 clusters
  Score: Raw -106904.479461 + Penalty 2289.594163 = -104614.885298
  nChanged 14
		SP:Iteration 10Q (132396.850000 sec): 3 clusters
  Score: Raw -106914.835171 + Penalty 2289.594163 = -104625.241008
  nChanged 7
		SP:Iteration 11Q (132397.040000 sec): 3 clusters
  Score: Raw -106921.712691 + Penalty 2289.594163 = -104632.118528
  nChanged 8
		SP:Iteration 12Q (132397.210000 sec): 3 clusters
  Score: Raw -106928.316806 + Penalty 2289.594163 = -104638.722643
  nChanged 6
		SP:Iteration 13Q (132397.400000 sec): 3 clusters
  Score: Raw -106935.888508 + Penalty 2289.594163 = -104646.294345
  nChanged 8
		SP:Iteration 14Q (132397.560000 sec): 3 clusters
  Score: Raw -106952.019540 + Penalty 2289.594163 = -104662.425377
  nChanged 5
		SP:Iteration 15Q (132397.740000 sec): 3 clusters
  Score: Raw -106957.778651 + Penalty 2289.594163 = -104668.184488
  nChanged 5
		SP:Iteration 16Q (132397.940000 sec): 3 clusters
  Score: Raw -106961.068679 + Penalty 2289.594163 = -104671.474516
  nChanged 3
		SP:Iteration 17Q (132398.090000 sec): 3 clusters
  Score: Raw -106962.540089 + Penalty 2289.594163 = -104672.945926
  nChanged 3
		SP:Iteration 18Q (132398.270000 sec): 3 clusters
  Score: Raw -106966.011660 + Penalty 2289.594163 = -104676.417497
  nChanged 1
		SP:Iteration 19Q (132398.450000 sec): 3 clusters
  Score: Raw -106966.608828 + Penalty 2289.594163 = -104677.014665
  nChanged 2
		SP:Iteration 20F (132398.610000 sec): 3 clusters
  Score: Raw -106967.837620 + Penalty 2289.594163 = -104678.243457
  nChanged 1
		SP:Iteration 21Q (132398.790000 sec): 3 clusters
  Score: Raw -106969.155454 + Penalty 2289.594163 = -104679.561291
  nChanged 0
		SP:Iteration 22F (132399.020000 sec): 3 clusters
  Score: Raw -106969.155454 + Penalty 2289.594163 = -104679.561291
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132399.230000 sec): 2 clusters
  Score: Raw -2350955.159500 + Penalty 1628.932440 = -2349326.227060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132399.520000 sec): 3 clusters
  Score: Raw -2337349.278579 + Penalty 3257.864879 = -2334091.413700
  nChanged 10135
		SP:Iteration 1F (132399.740000 sec): 3 clusters
  Score: Raw -2342988.338954 + Penalty 3257.864879 = -2339730.474075
  nChanged 1081
		SP:Iteration 2Q (132400.040000 sec): 3 clusters
  Score: Raw -2343381.918972 + Penalty 3257.864879 = -2340124.054093
  nChanged 1033
		SP:Iteration 3Q (132400.290000 sec): 3 clusters
  Score: Raw -2343779.550720 + Penalty 3257.864879 = -2340521.685841
  nChanged 955
		SP:Iteration 4Q (132400.570000 sec): 3 clusters
  Score: Raw -2344218.070854 + Penalty 3257.864879 = -2340960.205975
  nChanged 1089
		SP:Iteration 5Q (132400.840000 sec): 3 clusters
  Score: Raw -2344775.131558 + Penalty 3257.864879 = -2341517.266679
  nChanged 1156
		SP:Iteration 6F (132401.060000 sec): 3 clusters
  Score: Raw -2345454.610999 + Penalty 3257.864879 = -2342196.746120
  nChanged 1214
		SP:Iteration 7F (132401.290000 sec): 3 clusters
  Score: Raw -2346156.739545 + Penalty 3257.864879 = -2342898.874666
  nChanged 1151
		SP:Iteration 8F (132401.590000 sec): 3 clusters
  Score: Raw -2346802.220779 + Penalty 3257.864879 = -2343544.355900
  nChanged 1047
		SP:Iteration 9Q (132401.850000 sec): 3 clusters
  Score: Raw -2347328.700223 + Penalty 3257.864879 = -2344070.835344
  nChanged 866
		SP:Iteration 10Q (132402.110000 sec): 3 clusters
  Score: Raw -2347715.418824 + Penalty 3257.864879 = -2344457.553945
  nChanged 707
		SP:Iteration 11Q (132402.380000 sec): 3 clusters
  Score: Raw -2347981.338931 + Penalty 3257.864879 = -2344723.474052
  nChanged 556
		SP:Iteration 12Q (132402.690000 sec): 3 clusters
  Score: Raw -2348172.564908 + Penalty 3257.864879 = -2344914.700029
  nChanged 494
		SP:Iteration 13Q (132402.950000 sec): 3 clusters
  Score: Raw -2348328.835004 + Penalty 3257.864879 = -2345070.970125
  nChanged 421
		SP:Iteration 14Q (132403.190000 sec): 3 clusters
  Score: Raw -2348447.502890 + Penalty 3257.864879 = -2345189.638011
  nChanged 363
		SP:Iteration 15Q (132403.470000 sec): 3 clusters
  Score: Raw -2348546.954949 + Penalty 3257.864879 = -2345289.090070
  nChanged 318
		SP:Iteration 16Q (132403.730000 sec): 3 clusters
  Score: Raw -2348629.546130 + Penalty 3257.864879 = -2345371.681251
  nChanged 302
		SP:Iteration 17Q (132404.030000 sec): 3 clusters
  Score: Raw -2348708.361705 + Penalty 3257.864879 = -2345450.496826
  nChanged 281
		SP:Iteration 18Q (132404.260000 sec): 3 clusters
  Score: Raw -2348786.543072 + Penalty 3257.864879 = -2345528.678193
  nChanged 293
		SP:Iteration 19Q (132404.510000 sec): 3 clusters
  Score: Raw -2348875.010721 + Penalty 3257.864879 = -2345617.145842
  nChanged 301
		SP:Iteration 20F (132404.740000 sec): 3 clusters
  Score: Raw -2348979.111935 + Penalty 3257.864879 = -2345721.247056
  nChanged 328
		SP:Iteration 21Q (132405.000000 sec): 3 clusters
  Score: Raw -2349097.317923 + Penalty 3257.864879 = -2345839.453044
  nChanged 344
		SP:Iteration 22Q (132405.300000 sec): 3 clusters
  Score: Raw -2349233.020862 + Penalty 3257.864879 = -2345975.155983
  nChanged 352
		SP:Iteration 23Q (132405.550000 sec): 3 clusters
  Score: Raw -2349388.483437 + Penalty 3257.864879 = -2346130.618558
  nChanged 389
		SP:Iteration 24Q (132405.810000 sec): 3 clusters
  Score: Raw -2349570.505951 + Penalty 3257.864879 = -2346312.641072
  nChanged 402
		SP:Iteration 25Q (132406.090000 sec): 3 clusters
  Score: Raw -2349756.150376 + Penalty 3257.864879 = -2346498.285497
  nChanged 379
		SP:Iteration 26Q (132406.320000 sec): 3 clusters
  Score: Raw -2349929.032378 + Penalty 3257.864879 = -2346671.167499
  nChanged 358
		SP:Iteration 27Q (132406.600000 sec): 3 clusters
  Score: Raw -2350079.745414 + Penalty 3257.864879 = -2346821.880535
  nChanged 297
		SP:Iteration 28Q (132406.900000 sec): 3 clusters
  Score: Raw -2350192.063643 + Penalty 3257.864879 = -2346934.198764
  nChanged 267
		SP:Iteration 29Q (132407.130000 sec): 3 clusters
  Score: Raw -2350297.971271 + Penalty 3257.864879 = -2347040.106392
  nChanged 260
		SP:Iteration 30Q (132407.420000 sec): 3 clusters
  Score: Raw -2350402.736177 + Penalty 3257.864879 = -2347144.871298
  nChanged 265
		SP:Iteration 31Q (132407.670000 sec): 3 clusters
  Score: Raw -2350514.733937 + Penalty 3257.864879 = -2347256.869058
  nChanged 254
		SP:Iteration 32Q (132407.940000 sec): 3 clusters
  Score: Raw -2350630.235467 + Penalty 3257.864879 = -2347372.370588
  nChanged 253
		SP:Iteration 33Q (132408.210000 sec): 3 clusters
  Score: Raw -2350748.425860 + Penalty 3257.864879 = -2347490.560981
  nChanged 227
		SP:Iteration 34Q (132408.500000 sec): 3 clusters
  Score: Raw -2350848.375346 + Penalty 3257.864879 = -2347590.510467
  nChanged 201
		SP:Iteration 35Q (132408.760000 sec): 3 clusters
  Score: Raw -2350939.940679 + Penalty 3257.864879 = -2347682.075800
  nChanged 178
		SP:Iteration 36Q (132409.030000 sec): 3 clusters
  Score: Raw -2351021.937292 + Penalty 3257.864879 = -2347764.072413
  nChanged 151
		SP:Iteration 37Q (132409.290000 sec): 3 clusters
  Score: Raw -2351084.316986 + Penalty 3257.864879 = -2347826.452107
  nChanged 118
		SP:Iteration 38Q (132409.500000 sec): 3 clusters
  Score: Raw -2351131.606849 + Penalty 3257.864879 = -2347873.741970
  nChanged 114
		SP:Iteration 39Q (132409.780000 sec): 3 clusters
  Score: Raw -2351176.616859 + Penalty 3257.864879 = -2347918.751980
  nChanged 96
		SP:Iteration 40F (132410.050000 sec): 3 clusters
  Score: Raw -2351210.827996 + Penalty 3257.864879 = -2347952.963117
  nChanged 85
		SP:Iteration 41Q (132410.320000 sec): 3 clusters
  Score: Raw -2351243.773867 + Penalty 3257.864879 = -2347985.908988
  nChanged 79
		SP:Iteration 42Q (132410.590000 sec): 3 clusters
  Score: Raw -2351274.008641 + Penalty 3257.864879 = -2348016.143762
  nChanged 63
		SP:Iteration 43Q (132410.890000 sec): 3 clusters
  Score: Raw -2351295.130174 + Penalty 3257.864879 = -2348037.265295
  nChanged 41
		SP:Iteration 44Q (132411.170000 sec): 3 clusters
  Score: Raw -2351308.110501 + Penalty 3257.864879 = -2348050.245622
  nChanged 39
		SP:Iteration 45Q (132411.460000 sec): 3 clusters
  Score: Raw -2351321.851436 + Penalty 3257.864879 = -2348063.986557
  nChanged 38
		SP:Iteration 46Q (132411.700000 sec): 3 clusters
  Score: Raw -2351333.738001 + Penalty 3257.864879 = -2348075.873122
  nChanged 37
		SP:Iteration 47Q (132412.000000 sec): 3 clusters
  Score: Raw -2351347.321330 + Penalty 3257.864879 = -2348089.456451
  nChanged 26
		SP:Iteration 48Q (132412.270000 sec): 3 clusters
  Score: Raw -2351356.438557 + Penalty 3257.864879 = -2348098.573678
  nChanged 31
		SP:Iteration 49Q (132412.510000 sec): 3 clusters
  Score: Raw -2351369.772030 + Penalty 3257.864879 = -2348111.907151
  nChanged 34
		SP:Iteration 50Q (132412.790000 sec): 3 clusters
  Score: Raw -2351381.860377 + Penalty 3257.864879 = -2348123.995498
  nChanged 33
		SP:Iteration 51Q (132413.040000 sec): 3 clusters
  Score: Raw -2351394.655702 + Penalty 3257.864879 = -2348136.790823
  nChanged 33
		SP:Iteration 52Q (132413.290000 sec): 3 clusters
  Score: Raw -2351408.583466 + Penalty 3257.864879 = -2348150.718587
  nChanged 29
		SP:Iteration 53Q (132413.540000 sec): 3 clusters
  Score: Raw -2351418.488163 + Penalty 3257.864879 = -2348160.623284
  nChanged 18
		SP:Iteration 54Q (132413.810000 sec): 3 clusters
  Score: Raw -2351423.387599 + Penalty 3257.864879 = -2348165.522720
  nChanged 7
		SP:Iteration 55Q (132414.040000 sec): 3 clusters
  Score: Raw -2351425.724064 + Penalty 3257.864879 = -2348167.859185
  nChanged 10
		SP:Iteration 56Q (132414.330000 sec): 3 clusters
  Score: Raw -2351428.278021 + Penalty 3257.864879 = -2348170.413142
  nChanged 8
		SP:Iteration 57Q (132414.620000 sec): 3 clusters
  Score: Raw -2351430.216242 + Penalty 3257.864879 = -2348172.351363
  nChanged 7
		SP:Iteration 58Q (132414.860000 sec): 3 clusters
  Score: Raw -2351431.439027 + Penalty 3257.864879 = -2348173.574148
  nChanged 6
		SP:Iteration 59Q (132415.110000 sec): 3 clusters
  Score: Raw -2351433.418267 + Penalty 3257.864879 = -2348175.553388
  nChanged 5
		SP:Iteration 60F (132415.390000 sec): 3 clusters
  Score: Raw -2351434.619845 + Penalty 3257.864879 = -2348176.754966
  nChanged 4
		SP:Iteration 61Q (132415.660000 sec): 3 clusters
  Score: Raw -2351435.491977 + Penalty 3257.864879 = -2348177.627098
  nChanged 4
		SP:Iteration 62Q (132415.950000 sec): 3 clusters
  Score: Raw -2351436.309019 + Penalty 3257.864879 = -2348178.444140
  nChanged 3
		SP:Iteration 63Q (132416.270000 sec): 3 clusters
  Score: Raw -2351437.054452 + Penalty 3257.864879 = -2348179.189573
  nChanged 2
		SP:Iteration 64Q (132416.570000 sec): 3 clusters
  Score: Raw -2351437.494307 + Penalty 3257.864879 = -2348179.629428
  nChanged 1
		SP:Iteration 65Q (132416.870000 sec): 3 clusters
  Score: Raw -2351437.823319 + Penalty 3257.864879 = -2348179.958440
  nChanged 2
		SP:Iteration 66Q (132417.100000 sec): 3 clusters
  Score: Raw -2351438.461724 + Penalty 3257.864879 = -2348180.596845
  nChanged 0
		SP:Iteration 67F (132417.380000 sec): 3 clusters
  Score: Raw -2351438.461724 + Penalty 3257.864879 = -2348180.596845
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132417.520000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132417.690000 sec): 3 clusters
  Score: Raw -21817.358465 + Penalty 1779.850654 = -20037.507811
  nChanged 41
		SP:Iteration 1F (132417.880000 sec): 3 clusters
  Score: Raw -21901.164473 + Penalty 1779.850654 = -20121.313819
  nChanged 6
		SP:Iteration 2Q (132418.080000 sec): 3 clusters
  Score: Raw -21919.846535 + Penalty 1779.850654 = -20139.995881
  nChanged 3
		SP:Iteration 3Q (132418.260000 sec): 3 clusters
  Score: Raw -21925.935339 + Penalty 1779.850654 = -20146.084684
  nChanged 1
		SP:Iteration 4Q (132418.490000 sec): 3 clusters
  Score: Raw -21927.872460 + Penalty 1779.850654 = -20148.021806
  nChanged 0
		SP:Iteration 5F (132418.680000 sec): 3 clusters
  Score: Raw -21927.872460 + Penalty 1779.850654 = -20148.021806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132418.940000 sec): 2 clusters
  Score: Raw -3910963.415421 + Penalty 1701.447757 = -3909261.967664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132419.280000 sec): 3 clusters
  Score: Raw -3888940.354902 + Penalty 3402.895513 = -3885537.459389
  nChanged 16275
		SP:Iteration 1F (132419.620000 sec): 3 clusters
  Score: Raw -3898271.779606 + Penalty 3402.895513 = -3894868.884093
  nChanged 1452
		SP:Iteration 2Q (132419.950000 sec): 3 clusters
  Score: Raw -3898723.559580 + Penalty 3402.895513 = -3895320.664067
  nChanged 1397
		SP:Iteration 3Q (132420.270000 sec): 3 clusters
  Score: Raw -3899154.197214 + Penalty 3402.895513 = -3895751.301701
  nChanged 1315
		SP:Iteration 4Q (132420.650000 sec): 3 clusters
  Score: Raw -3899599.973603 + Penalty 3402.895513 = -3896197.078090
  nChanged 1374
		SP:Iteration 5Q (132420.960000 sec): 3 clusters
  Score: Raw -3900149.591438 + Penalty 3402.895513 = -3896746.695925
  nChanged 1459
		SP:Iteration 6Q (132421.260000 sec): 3 clusters
  Score: Raw -3900825.714850 + Penalty 3402.895513 = -3897422.819336
  nChanged 1583
		SP:Iteration 7Q (132421.580000 sec): 3 clusters
  Score: Raw -3901669.354460 + Penalty 3402.895513 = -3898266.458947
  nChanged 1739
		SP:Iteration 8Q (132421.890000 sec): 3 clusters
  Score: Raw -3902746.036703 + Penalty 3402.895513 = -3899343.141190
  nChanged 1884
		SP:Iteration 9F (132422.200000 sec): 3 clusters
  Score: Raw -3904058.181015 + Penalty 3402.895513 = -3900655.285502
  nChanged 1902
		SP:Iteration 10F (132422.550000 sec): 3 clusters
  Score: Raw -3905448.934640 + Penalty 3402.895513 = -3902046.039127
  nChanged 1673
		SP:Iteration 11Q (132422.870000 sec): 3 clusters
  Score: Raw -3906709.761383 + Penalty 3402.895513 = -3903306.865870
  nChanged 1401
		SP:Iteration 12Q (132423.240000 sec): 3 clusters
  Score: Raw -3907752.621789 + Penalty 3402.895513 = -3904349.726276
  nChanged 1194
		SP:Iteration 13Q (132423.560000 sec): 3 clusters
  Score: Raw -3908610.516620 + Penalty 3402.895513 = -3905207.621107
  nChanged 964
		SP:Iteration 14Q (132423.900000 sec): 3 clusters
  Score: Raw -3909290.091474 + Penalty 3402.895513 = -3905887.195961
  nChanged 721
		SP:Iteration 15Q (132424.220000 sec): 3 clusters
  Score: Raw -3909779.129192 + Penalty 3402.895513 = -3906376.233678
  nChanged 544
		SP:Iteration 16Q (132424.510000 sec): 3 clusters
  Score: Raw -3910135.971883 + Penalty 3402.895513 = -3906733.076370
  nChanged 410
		SP:Iteration 17Q (132424.820000 sec): 3 clusters
  Score: Raw -3910413.963085 + Penalty 3402.895513 = -3907011.067571
  nChanged 297
		SP:Iteration 18Q (132425.140000 sec): 3 clusters
  Score: Raw -3910612.580502 + Penalty 3402.895513 = -3907209.684989
  nChanged 208
		SP:Iteration 19Q (132425.460000 sec): 3 clusters
  Score: Raw -3910778.419287 + Penalty 3402.895513 = -3907375.523774
  nChanged 167
		SP:Iteration 20F (132425.770000 sec): 3 clusters
  Score: Raw -3910908.536878 + Penalty 3402.895513 = -3907505.641365
  nChanged 115
		SP:Iteration 21Q (132426.110000 sec): 3 clusters
  Score: Raw -3910993.121630 + Penalty 3402.895513 = -3907590.226117
  nChanged 81
		SP:Iteration 22Q (132426.390000 sec): 3 clusters
  Score: Raw -3911060.155404 + Penalty 3402.895513 = -3907657.259891
  nChanged 59
		SP:Iteration 23Q (132426.720000 sec): 3 clusters
  Score: Raw -3911113.384456 + Penalty 3402.895513 = -3907710.488943
  nChanged 43
		SP:Iteration 24Q (132427.040000 sec): 3 clusters
  Score: Raw -3911152.603766 + Penalty 3402.895513 = -3907749.708253
  nChanged 22
		SP:Iteration 25Q (132427.360000 sec): 3 clusters
  Score: Raw -3911171.485706 + Penalty 3402.895513 = -3907768.590193
  nChanged 13
		SP:Iteration 26Q (132427.640000 sec): 3 clusters
  Score: Raw -3911181.472664 + Penalty 3402.895513 = -3907778.577151
  nChanged 10
		SP:Iteration 27Q (132427.950000 sec): 3 clusters
  Score: Raw -3911188.035350 + Penalty 3402.895513 = -3907785.139837
  nChanged 9
		SP:Iteration 28Q (132428.210000 sec): 3 clusters
  Score: Raw -3911193.559394 + Penalty 3402.895513 = -3907790.663881
  nChanged 4
		SP:Iteration 29Q (132428.510000 sec): 3 clusters
  Score: Raw -3911197.225529 + Penalty 3402.895513 = -3907794.330016
  nChanged 5
		SP:Iteration 30Q (132428.830000 sec): 3 clusters
  Score: Raw -3911201.686820 + Penalty 3402.895513 = -3907798.791307
  nChanged 5
		SP:Iteration 31Q (132429.130000 sec): 3 clusters
  Score: Raw -3911205.039884 + Penalty 3402.895513 = -3907802.144370
  nChanged 4
		SP:Iteration 32Q (132429.390000 sec): 3 clusters
  Score: Raw -3911207.848793 + Penalty 3402.895513 = -3907804.953280
  nChanged 1
		SP:Iteration 33Q (132429.750000 sec): 3 clusters
  Score: Raw -3911209.043364 + Penalty 3402.895513 = -3907806.147851
  nChanged 1
		SP:Iteration 34Q (132430.070000 sec): 3 clusters
  Score: Raw -3911209.705877 + Penalty 3402.895513 = -3907806.810364
  nChanged 1
		SP:Iteration 35Q (132430.380000 sec): 3 clusters
  Score: Raw -3911209.983610 + Penalty 3402.895513 = -3907807.088097
  nChanged 1
		SP:Iteration 36Q (132430.630000 sec): 3 clusters
  Score: Raw -3911211.551726 + Penalty 3402.895513 = -3907808.656213
  nChanged 0
		SP:Iteration 37F (132430.950000 sec): 3 clusters
  Score: Raw -3911211.551726 + Penalty 3402.895513 = -3907808.656213
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132431.110000 sec): 2 clusters
  Score: Raw -1049482.255588 + Penalty 1510.803408 = -1047971.452180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132431.360000 sec): 3 clusters
  Score: Raw -1043345.004567 + Penalty 3021.606817 = -1040323.397750
  nChanged 4688
		SP:Iteration 1F (132431.590000 sec): 3 clusters
  Score: Raw -1046153.569619 + Penalty 3021.606817 = -1043131.962802
  nChanged 779
		SP:Iteration 2F (132431.800000 sec): 3 clusters
  Score: Raw -1046576.803899 + Penalty 3021.606817 = -1043555.197082
  nChanged 703
		SP:Iteration 3F (132432.020000 sec): 3 clusters
  Score: Raw -1046976.495761 + Penalty 3021.606817 = -1043954.888944
  nChanged 645
		SP:Iteration 4F (132432.220000 sec): 3 clusters
  Score: Raw -1047384.048857 + Penalty 3021.606817 = -1044362.442040
  nChanged 602
		SP:Iteration 5F (132432.430000 sec): 3 clusters
  Score: Raw -1047823.474824 + Penalty 3021.606817 = -1044801.868007
  nChanged 612
		SP:Iteration 6F (132432.600000 sec): 3 clusters
  Score: Raw -1048293.053769 + Penalty 3021.606817 = -1045271.446952
  nChanged 565
		SP:Iteration 7F (132432.840000 sec): 3 clusters
  Score: Raw -1048719.152597 + Penalty 3021.606817 = -1045697.545781
  nChanged 490
		SP:Iteration 8Q (132433.050000 sec): 3 clusters
  Score: Raw -1049114.967750 + Penalty 3021.606817 = -1046093.360934
  nChanged 410
		SP:Iteration 9Q (132433.280000 sec): 3 clusters
  Score: Raw -1049439.375460 + Penalty 3021.606817 = -1046417.768643
  nChanged 319
		SP:Iteration 10Q (132433.540000 sec): 3 clusters
  Score: Raw -1049716.533671 + Penalty 3021.606817 = -1046694.926854
  nChanged 259
		SP:Iteration 11Q (132433.720000 sec): 3 clusters
  Score: Raw -1049935.438713 + Penalty 3021.606817 = -1046913.831896
  nChanged 186
		SP:Iteration 12Q (132433.990000 sec): 3 clusters
  Score: Raw -1050079.185433 + Penalty 3021.606817 = -1047057.578616
  nChanged 135
		SP:Iteration 13Q (132434.210000 sec): 3 clusters
  Score: Raw -1050182.628358 + Penalty 3021.606817 = -1047161.021541
  nChanged 82
		SP:Iteration 14Q (132434.390000 sec): 3 clusters
  Score: Raw -1050232.937996 + Penalty 3021.606817 = -1047211.331179
  nChanged 54
		SP:Iteration 15Q (132434.610000 sec): 3 clusters
  Score: Raw -1050264.191440 + Penalty 3021.606817 = -1047242.584623
  nChanged 23
		SP:Iteration 16Q (132434.880000 sec): 3 clusters
  Score: Raw -1050274.421226 + Penalty 3021.606817 = -1047252.814410
  nChanged 8
		SP:Iteration 17Q (132435.110000 sec): 3 clusters
  Score: Raw -1050279.767355 + Penalty 3021.606817 = -1047258.160539
  nChanged 12
		SP:Iteration 18Q (132435.310000 sec): 3 clusters
  Score: Raw -1050288.526599 + Penalty 3021.606817 = -1047266.919782
  nChanged 10
		SP:Iteration 19Q (132435.550000 sec): 3 clusters
  Score: Raw -1050294.284803 + Penalty 3021.606817 = -1047272.677986
  nChanged 14
		SP:Iteration 20F (132435.790000 sec): 3 clusters
  Score: Raw -1050302.462444 + Penalty 3021.606817 = -1047280.855627
  nChanged 18
		SP:Iteration 21Q (132435.990000 sec): 3 clusters
  Score: Raw -1050314.138680 + Penalty 3021.606817 = -1047292.531863
  nChanged 19
		SP:Iteration 22Q (132436.180000 sec): 3 clusters
  Score: Raw -1050327.895518 + Penalty 3021.606817 = -1047306.288701
  nChanged 10
		SP:Iteration 23Q (132436.460000 sec): 3 clusters
  Score: Raw -1050334.126609 + Penalty 3021.606817 = -1047312.519792
  nChanged 8
		SP:Iteration 24Q (132436.660000 sec): 3 clusters
  Score: Raw -1050337.779035 + Penalty 3021.606817 = -1047316.172218
  nChanged 6
		SP:Iteration 25Q (132436.930000 sec): 3 clusters
  Score: Raw -1050339.478578 + Penalty 3021.606817 = -1047317.871762
  nChanged 1
		SP:Iteration 26Q (132437.160000 sec): 3 clusters
  Score: Raw -1050340.512656 + Penalty 3021.606817 = -1047318.905840
  nChanged 2
		SP:Iteration 27Q (132437.360000 sec): 3 clusters
  Score: Raw -1050341.075897 + Penalty 3021.606817 = -1047319.469080
  nChanged 0
		SP:Iteration 28F (132437.560000 sec): 3 clusters
  Score: Raw -1050341.075897 + Penalty 3021.606817 = -1047319.469080
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132437.760000 sec): 2 clusters
  Score: Raw -2043375.132086 + Penalty 1607.519323 = -2041767.612762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132438.030000 sec): 3 clusters
  Score: Raw -2031550.446479 + Penalty 3215.038647 = -2028335.407832
  nChanged 8909
		SP:Iteration 1F (132438.330000 sec): 3 clusters
  Score: Raw -2036438.953757 + Penalty 3215.038647 = -2033223.915110
  nChanged 1122
		SP:Iteration 2F (132438.590000 sec): 3 clusters
  Score: Raw -2036975.474179 + Penalty 3215.038647 = -2033760.435532
  nChanged 1130
		SP:Iteration 3F (132438.860000 sec): 3 clusters
  Score: Raw -2037619.479446 + Penalty 3215.038647 = -2034404.440800
  nChanged 1247
		SP:Iteration 4F (132439.100000 sec): 3 clusters
  Score: Raw -2038465.893921 + Penalty 3215.038647 = -2035250.855274
  nChanged 1370
		SP:Iteration 5F (132439.400000 sec): 3 clusters
  Score: Raw -2039609.372595 + Penalty 3215.038647 = -2036394.333948
  nChanged 1499
		SP:Iteration 6F (132439.630000 sec): 3 clusters
  Score: Raw -2041021.491906 + Penalty 3215.038647 = -2037806.453260
  nChanged 1351
		SP:Iteration 7F (132439.870000 sec): 3 clusters
  Score: Raw -2042411.817143 + Penalty 3215.038647 = -2039196.778496
  nChanged 1058
		SP:Iteration 8F (132440.100000 sec): 3 clusters
  Score: Raw -2043488.448426 + Penalty 3215.038647 = -2040273.409779
  nChanged 721
		SP:Iteration 9Q (132440.380000 sec): 3 clusters
  Score: Raw -2044043.487493 + Penalty 3215.038647 = -2040828.448846
  nChanged 461
		SP:Iteration 10Q (132440.640000 sec): 3 clusters
  Score: Raw -2044292.404051 + Penalty 3215.038647 = -2041077.365404
  nChanged 296
		SP:Iteration 11Q (132440.900000 sec): 3 clusters
  Score: Raw -2044405.410174 + Penalty 3215.038647 = -2041190.371527
  nChanged 170
		SP:Iteration 12Q (132441.180000 sec): 3 clusters
  Score: Raw -2044454.113602 + Penalty 3215.038647 = -2041239.074955
  nChanged 101
		SP:Iteration 13Q (132441.480000 sec): 3 clusters
  Score: Raw -2044474.256442 + Penalty 3215.038647 = -2041259.217795
  nChanged 71
		SP:Iteration 14Q (132441.720000 sec): 3 clusters
  Score: Raw -2044485.774477 + Penalty 3215.038647 = -2041270.735831
  nChanged 47
		SP:Iteration 15Q (132441.980000 sec): 3 clusters
  Score: Raw -2044492.254095 + Penalty 3215.038647 = -2041277.215448
  nChanged 28
		SP:Iteration 16Q (132442.260000 sec): 3 clusters
  Score: Raw -2044495.038450 + Penalty 3215.038647 = -2041279.999803
  nChanged 15
		SP:Iteration 17Q (132442.510000 sec): 3 clusters
  Score: Raw -2044495.812779 + Penalty 3215.038647 = -2041280.774132
  nChanged 4
		SP:Iteration 18Q (132442.770000 sec): 3 clusters
  Score: Raw -2044496.037111 + Penalty 3215.038647 = -2041280.998464
  nChanged 3
		SP:Iteration 19Q (132443.050000 sec): 3 clusters
  Score: Raw -2044496.215801 + Penalty 3215.038647 = -2041281.177154
  nChanged 5
		SP:Iteration 20F (132443.280000 sec): 3 clusters
  Score: Raw -2044496.637005 + Penalty 3215.038647 = -2041281.598358
  nChanged 4
		SP:Iteration 21Q (132443.550000 sec): 3 clusters
  Score: Raw -2044496.929138 + Penalty 3215.038647 = -2041281.890492
  nChanged 4
		SP:Iteration 22Q (132443.850000 sec): 3 clusters
  Score: Raw -2044497.413026 + Penalty 3215.038647 = -2041282.374379
  nChanged 4
		SP:Iteration 23Q (132444.110000 sec): 3 clusters
  Score: Raw -2044497.683229 + Penalty 3215.038647 = -2041282.644583
  nChanged 5
		SP:Iteration 24Q (132444.390000 sec): 3 clusters
  Score: Raw -2044497.931037 + Penalty 3215.038647 = -2041282.892390
  nChanged 1
		SP:Iteration 25Q (132444.670000 sec): 3 clusters
  Score: Raw -2044497.992149 + Penalty 3215.038647 = -2041282.953503
  nChanged 0
		SP:Iteration 26F (132444.970000 sec): 3 clusters
  Score: Raw -2044497.992149 + Penalty 3215.038647 = -2041282.953503
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132445.040000 sec): 2 clusters
  Score: Raw -455375.663033 + Penalty 1363.307898 = -454012.355135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132445.300000 sec): 3 clusters
  Score: Raw -453154.342200 + Penalty 2726.615797 = -450427.726404
  nChanged 1746
		SP:Iteration 1F (132445.460000 sec): 3 clusters
  Score: Raw -454207.031645 + Penalty 2726.615797 = -451480.415848
  nChanged 339
		SP:Iteration 2F (132445.700000 sec): 3 clusters
  Score: Raw -454442.794923 + Penalty 2726.615797 = -451716.179126
  nChanged 259
		SP:Iteration 3F (132445.880000 sec): 3 clusters
  Score: Raw -454625.321231 + Penalty 2726.615797 = -451898.705434
  nChanged 222
		SP:Iteration 4F (132446.060000 sec): 3 clusters
  Score: Raw -454749.260825 + Penalty 2726.615797 = -452022.645028
  nChanged 156
		SP:Iteration 5Q (132446.280000 sec): 3 clusters
  Score: Raw -454827.770554 + Penalty 2726.615797 = -452101.154758
  nChanged 117
		SP:Iteration 6Q (132446.440000 sec): 3 clusters
  Score: Raw -454888.884199 + Penalty 2726.615797 = -452162.268402
  nChanged 106
		SP:Iteration 7Q (132446.670000 sec): 3 clusters
  Score: Raw -454941.621357 + Penalty 2726.615797 = -452215.005561
  nChanged 86
		SP:Iteration 8Q (132446.870000 sec): 3 clusters
  Score: Raw -454977.993261 + Penalty 2726.615797 = -452251.377464
  nChanged 73
		SP:Iteration 9Q (132447.070000 sec): 3 clusters
  Score: Raw -455010.353685 + Penalty 2726.615797 = -452283.737888
  nChanged 61
		SP:Iteration 10Q (132447.250000 sec): 3 clusters
  Score: Raw -455037.565989 + Penalty 2726.615797 = -452310.950192
  nChanged 66
		SP:Iteration 11Q (132447.460000 sec): 3 clusters
  Score: Raw -455063.406286 + Penalty 2726.615797 = -452336.790489
  nChanged 47
		SP:Iteration 12Q (132447.640000 sec): 3 clusters
  Score: Raw -455081.304533 + Penalty 2726.615797 = -452354.688737
  nChanged 40
		SP:Iteration 13Q (132447.810000 sec): 3 clusters
  Score: Raw -455095.951049 + Penalty 2726.615797 = -452369.335252
  nChanged 35
		SP:Iteration 14Q (132448.000000 sec): 3 clusters
  Score: Raw -455111.060846 + Penalty 2726.615797 = -452384.445049
  nChanged 46
		SP:Iteration 15Q (132448.220000 sec): 3 clusters
  Score: Raw -455130.093257 + Penalty 2726.615797 = -452403.477461
  nChanged 41
		SP:Iteration 16Q (132448.440000 sec): 3 clusters
  Score: Raw -455147.066738 + Penalty 2726.615797 = -452420.450941
  nChanged 43
		SP:Iteration 17Q (132448.610000 sec): 3 clusters
  Score: Raw -455164.518760 + Penalty 2726.615797 = -452437.902963
  nChanged 37
		SP:Iteration 18Q (132448.810000 sec): 3 clusters
  Score: Raw -455180.502492 + Penalty 2726.615797 = -452453.886695
  nChanged 41
		SP:Iteration 19Q (132448.990000 sec): 3 clusters
  Score: Raw -455202.026447 + Penalty 2726.615797 = -452475.410650
  nChanged 49
		SP:Iteration 20F (132449.190000 sec): 3 clusters
  Score: Raw -455227.173747 + Penalty 2726.615797 = -452500.557951
  nChanged 67
		SP:Iteration 21Q (132449.350000 sec): 3 clusters
  Score: Raw -455268.177564 + Penalty 2726.615797 = -452541.561768
  nChanged 61
		SP:Iteration 22Q (132449.550000 sec): 3 clusters
  Score: Raw -455307.442900 + Penalty 2726.615797 = -452580.827104
  nChanged 55
		SP:Iteration 23Q (132449.740000 sec): 3 clusters
  Score: Raw -455336.942175 + Penalty 2726.615797 = -452610.326379
  nChanged 48
		SP:Iteration 24Q (132449.920000 sec): 3 clusters
  Score: Raw -455359.459229 + Penalty 2726.615797 = -452632.843432
  nChanged 39
		SP:Iteration 25Q (132450.100000 sec): 3 clusters
  Score: Raw -455375.370521 + Penalty 2726.615797 = -452648.754725
  nChanged 39
		SP:Iteration 26Q (132450.270000 sec): 3 clusters
  Score: Raw -455392.060121 + Penalty 2726.615797 = -452665.444324
  nChanged 35
		SP:Iteration 27Q (132450.460000 sec): 3 clusters
  Score: Raw -455407.304196 + Penalty 2726.615797 = -452680.688399
  nChanged 30
		SP:Iteration 28Q (132450.700000 sec): 3 clusters
  Score: Raw -455419.249872 + Penalty 2726.615797 = -452692.634075
  nChanged 25
		SP:Iteration 29Q (132450.840000 sec): 3 clusters
  Score: Raw -455427.816616 + Penalty 2726.615797 = -452701.200819
  nChanged 18
		SP:Iteration 30Q (132451.030000 sec): 3 clusters
  Score: Raw -455435.715329 + Penalty 2726.615797 = -452709.099532
  nChanged 13
		SP:Iteration 31Q (132451.210000 sec): 3 clusters
  Score: Raw -455439.436919 + Penalty 2726.615797 = -452712.821122
  nChanged 10
		SP:Iteration 32Q (132451.370000 sec): 3 clusters
  Score: Raw -455443.033378 + Penalty 2726.615797 = -452716.417581
  nChanged 11
		SP:Iteration 33Q (132451.590000 sec): 3 clusters
  Score: Raw -455447.044301 + Penalty 2726.615797 = -452720.428505
  nChanged 13
		SP:Iteration 34Q (132451.720000 sec): 3 clusters
  Score: Raw -455451.427264 + Penalty 2726.615797 = -452724.811467
  nChanged 8
		SP:Iteration 35Q (132451.930000 sec): 3 clusters
  Score: Raw -455453.519651 + Penalty 2726.615797 = -452726.903854
  nChanged 4
		SP:Iteration 36Q (132452.090000 sec): 3 clusters
  Score: Raw -455454.775543 + Penalty 2726.615797 = -452728.159746
  nChanged 9
		SP:Iteration 37Q (132452.300000 sec): 3 clusters
  Score: Raw -455457.562137 + Penalty 2726.615797 = -452730.946341
  nChanged 9
		SP:Iteration 38Q (132452.480000 sec): 3 clusters
  Score: Raw -455461.224444 + Penalty 2726.615797 = -452734.608647
  nChanged 7
		SP:Iteration 39Q (132452.710000 sec): 3 clusters
  Score: Raw -455464.207529 + Penalty 2726.615797 = -452737.591733
  nChanged 9
		SP:Iteration 40F (132452.890000 sec): 3 clusters
  Score: Raw -455468.627248 + Penalty 2726.615797 = -452742.011451
  nChanged 9
		SP:Iteration 41Q (132453.080000 sec): 3 clusters
  Score: Raw -455472.598059 + Penalty 2726.615797 = -452745.982262
  nChanged 11
		SP:Iteration 42Q (132453.280000 sec): 3 clusters
  Score: Raw -455477.711225 + Penalty 2726.615797 = -452751.095428
  nChanged 8
		SP:Iteration 43Q (132453.460000 sec): 3 clusters
  Score: Raw -455479.831444 + Penalty 2726.615797 = -452753.215647
  nChanged 4
		SP:Iteration 44Q (132453.670000 sec): 3 clusters
  Score: Raw -455480.813154 + Penalty 2726.615797 = -452754.197358
  nChanged 2
		SP:Iteration 45Q (132453.790000 sec): 3 clusters
  Score: Raw -455481.677565 + Penalty 2726.615797 = -452755.061769
  nChanged 3
		SP:Iteration 46Q (132453.990000 sec): 3 clusters
  Score: Raw -455483.013170 + Penalty 2726.615797 = -452756.397373
  nChanged 4
		SP:Iteration 47Q (132454.140000 sec): 3 clusters
  Score: Raw -455483.878481 + Penalty 2726.615797 = -452757.262684
  nChanged 1
		SP:Iteration 48Q (132454.330000 sec): 3 clusters
  Score: Raw -455484.289457 + Penalty 2726.615797 = -452757.673660
  nChanged 1
		SP:Iteration 49Q (132454.520000 sec): 3 clusters
  Score: Raw -455484.389441 + Penalty 2726.615797 = -452757.773644
  nChanged 0
		SP:Iteration 50F (132454.720000 sec): 3 clusters
  Score: Raw -455484.389441 + Penalty 2726.615797 = -452757.773644
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132454.850000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132455.050000 sec): 3 clusters
  Score: Raw -26534.926724 + Penalty 1841.588674 = -24693.338051
  nChanged 41
		SP:Iteration 1F (132455.200000 sec): 3 clusters
  Score: Raw -26635.308516 + Penalty 1841.588674 = -24793.719843
  nChanged 13
		SP:Iteration 2Q (132455.330000 sec): 3 clusters
  Score: Raw -26676.880147 + Penalty 1841.588674 = -24835.291473
  nChanged 11
		SP:Iteration 3Q (132455.520000 sec): 3 clusters
  Score: Raw -26709.760257 + Penalty 1841.588674 = -24868.171584
  nChanged 8
		SP:Iteration 4Q (132455.660000 sec): 3 clusters
  Score: Raw -26736.831389 + Penalty 1841.588674 = -24895.242715
  nChanged 9
		SP:Iteration 5Q (132455.840000 sec): 3 clusters
  Score: Raw -26768.184269 + Penalty 1841.588674 = -24926.595595
  nChanged 7
		SP:Iteration 6Q (132455.990000 sec): 3 clusters
  Score: Raw -26789.391648 + Penalty 1841.588674 = -24947.802974
  nChanged 2
		SP:Iteration 7Q (132456.190000 sec): 3 clusters
  Score: Raw -26798.548112 + Penalty 1841.588674 = -24956.959438
  nChanged 2
		SP:Iteration 8Q (132456.330000 sec): 3 clusters
  Score: Raw -26808.635601 + Penalty 1841.588674 = -24967.046927
  nChanged 1
		SP:Iteration 9Q (132456.470000 sec): 3 clusters
  Score: Raw -26815.517501 + Penalty 1841.588674 = -24973.928828
  nChanged 2
		SP:Iteration 10Q (132456.610000 sec): 3 clusters
  Score: Raw -26824.767035 + Penalty 1841.588674 = -24983.178361
  nChanged 1
		SP:Iteration 11Q (132456.790000 sec): 3 clusters
  Score: Raw -26829.849654 + Penalty 1841.588674 = -24988.260981
  nChanged 0
		SP:Iteration 12F (132456.980000 sec): 3 clusters
  Score: Raw -26829.849654 + Penalty 1841.588674 = -24988.260981
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132457.090000 sec): 2 clusters
  Score: Raw -206611.402026 + Penalty 1236.602608 = -205374.799418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132457.260000 sec): 3 clusters
  Score: Raw -205753.751731 + Penalty 2473.205215 = -203280.546515
  nChanged 717
		SP:Iteration 1F (132457.460000 sec): 3 clusters
  Score: Raw -206314.690328 + Penalty 2473.205215 = -203841.485113
  nChanged 201
		SP:Iteration 2F (132457.610000 sec): 3 clusters
  Score: Raw -206519.773190 + Penalty 2473.205215 = -204046.567975
  nChanged 136
		SP:Iteration 3F (132457.780000 sec): 3 clusters
  Score: Raw -206651.499006 + Penalty 2473.205215 = -204178.293791
  nChanged 95
		SP:Iteration 4Q (132457.960000 sec): 3 clusters
  Score: Raw -206750.590757 + Penalty 2473.205215 = -204277.385541
  nChanged 85
		SP:Iteration 5Q (132458.160000 sec): 3 clusters
  Score: Raw -206825.963336 + Penalty 2473.205215 = -204352.758121
  nChanged 48
		SP:Iteration 6Q (132458.340000 sec): 3 clusters
  Score: Raw -206861.854445 + Penalty 2473.205215 = -204388.649230
  nChanged 44
		SP:Iteration 7Q (132458.520000 sec): 3 clusters
  Score: Raw -206896.322607 + Penalty 2473.205215 = -204423.117392
  nChanged 32
		SP:Iteration 8Q (132458.680000 sec): 3 clusters
  Score: Raw -206915.827938 + Penalty 2473.205215 = -204442.622723
  nChanged 27
		SP:Iteration 9Q (132458.870000 sec): 3 clusters
  Score: Raw -206933.500639 + Penalty 2473.205215 = -204460.295424
  nChanged 22
		SP:Iteration 10Q (132459.030000 sec): 3 clusters
  Score: Raw -206947.328948 + Penalty 2473.205215 = -204474.123733
  nChanged 11
		SP:Iteration 11Q (132459.230000 sec): 3 clusters
  Score: Raw -206952.386398 + Penalty 2473.205215 = -204479.181183
  nChanged 3
		SP:Iteration 12Q (132459.390000 sec): 3 clusters
  Score: Raw -206954.026061 + Penalty 2473.205215 = -204480.820846
  nChanged 5
		SP:Iteration 13Q (132459.580000 sec): 3 clusters
  Score: Raw -206956.084617 + Penalty 2473.205215 = -204482.879402
  nChanged 5
		SP:Iteration 14Q (132459.770000 sec): 3 clusters
  Score: Raw -206958.979104 + Penalty 2473.205215 = -204485.773889
  nChanged 6
		SP:Iteration 15Q (132459.940000 sec): 3 clusters
  Score: Raw -206962.913552 + Penalty 2473.205215 = -204489.708337
  nChanged 7
		SP:Iteration 16Q (132460.120000 sec): 3 clusters
  Score: Raw -206968.806673 + Penalty 2473.205215 = -204495.601458
  nChanged 9
		SP:Iteration 17Q (132460.330000 sec): 3 clusters
  Score: Raw -206974.162104 + Penalty 2473.205215 = -204500.956889
  nChanged 6
		SP:Iteration 18Q (132460.550000 sec): 3 clusters
  Score: Raw -206978.059005 + Penalty 2473.205215 = -204504.853790
  nChanged 5
		SP:Iteration 19Q (132460.740000 sec): 3 clusters
  Score: Raw -206980.518862 + Penalty 2473.205215 = -204507.313647
  nChanged 5
		SP:Iteration 20F (132460.890000 sec): 3 clusters
  Score: Raw -206982.927275 + Penalty 2473.205215 = -204509.722060
  nChanged 3
		SP:Iteration 21Q (132461.050000 sec): 3 clusters
  Score: Raw -206983.969665 + Penalty 2473.205215 = -204510.764449
  nChanged 3
		SP:Iteration 22Q (132461.250000 sec): 3 clusters
  Score: Raw -206985.343430 + Penalty 2473.205215 = -204512.138214
  nChanged 6
		SP:Iteration 23Q (132461.440000 sec): 3 clusters
  Score: Raw -206989.147119 + Penalty 2473.205215 = -204515.941903
  nChanged 5
		SP:Iteration 24Q (132461.610000 sec): 3 clusters
  Score: Raw -206991.675438 + Penalty 2473.205215 = -204518.470222
  nChanged 1
		SP:Iteration 25Q (132461.810000 sec): 3 clusters
  Score: Raw -206992.128785 + Penalty 2473.205215 = -204518.923569
  nChanged 1
		SP:Iteration 26Q (132461.970000 sec): 3 clusters
  Score: Raw -206992.812511 + Penalty 2473.205215 = -204519.607296
  nChanged 1
		SP:Iteration 27Q (132462.170000 sec): 3 clusters
  Score: Raw -206993.566270 + Penalty 2473.205215 = -204520.361055
  nChanged 2
		SP:Iteration 28Q (132462.320000 sec): 3 clusters
  Score: Raw -206994.414705 + Penalty 2473.205215 = -204521.209490
  nChanged 1
		SP:Iteration 29Q (132462.520000 sec): 3 clusters
  Score: Raw -206995.177855 + Penalty 2473.205215 = -204521.972640
  nChanged 2
		SP:Iteration 30Q (132462.710000 sec): 3 clusters
  Score: Raw -206997.346344 + Penalty 2473.205215 = -204524.141129
  nChanged 5
		SP:Iteration 31Q (132462.870000 sec): 3 clusters
  Score: Raw -206999.220209 + Penalty 2473.205215 = -204526.014994
  nChanged 4
		SP:Iteration 32Q (132463.030000 sec): 3 clusters
  Score: Raw -207001.219745 + Penalty 2473.205215 = -204528.014530
  nChanged 4
		SP:Iteration 33Q (132463.210000 sec): 3 clusters
  Score: Raw -207002.874294 + Penalty 2473.205215 = -204529.669078
  nChanged 5
		SP:Iteration 34Q (132463.400000 sec): 3 clusters
  Score: Raw -207005.594965 + Penalty 2473.205215 = -204532.389750
  nChanged 5
		SP:Iteration 35Q (132463.570000 sec): 3 clusters
  Score: Raw -207009.655218 + Penalty 2473.205215 = -204536.450003
  nChanged 6
		SP:Iteration 36Q (132463.790000 sec): 3 clusters
  Score: Raw -207013.833116 + Penalty 2473.205215 = -204540.627901
  nChanged 3
		SP:Iteration 37Q (132464.020000 sec): 3 clusters
  Score: Raw -207015.161921 + Penalty 2473.205215 = -204541.956706
  nChanged 0
		SP:Iteration 38F (132464.200000 sec): 3 clusters
  Score: Raw -207015.161921 + Penalty 2473.205215 = -204541.956706
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132464.290000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132464.490000 sec): 3 clusters
  Score: Raw -432329.792781 + Penalty 2710.570629 = -429619.222151
  nChanged 1602
		SP:Iteration 1F (132464.730000 sec): 3 clusters
  Score: Raw -433302.956942 + Penalty 2710.570629 = -430592.386313
  nChanged 383
		SP:Iteration 2F (132464.880000 sec): 3 clusters
  Score: Raw -433610.761000 + Penalty 2710.570629 = -430900.190371
  nChanged 304
		SP:Iteration 3F (132465.100000 sec): 3 clusters
  Score: Raw -433844.297281 + Penalty 2710.570629 = -431133.726652
  nChanged 244
		SP:Iteration 4F (132465.320000 sec): 3 clusters
  Score: Raw -434039.245002 + Penalty 2710.570629 = -431328.674373
  nChanged 224
		SP:Iteration 5F (132465.510000 sec): 3 clusters
  Score: Raw -434207.058326 + Penalty 2710.570629 = -431496.487697
  nChanged 202
		SP:Iteration 6Q (132465.690000 sec): 3 clusters
  Score: Raw -434350.546751 + Penalty 2710.570629 = -431639.976122
  nChanged 173
		SP:Iteration 7Q (132465.880000 sec): 3 clusters
  Score: Raw -434447.581402 + Penalty 2710.570629 = -431737.010773
  nChanged 115
		SP:Iteration 8Q (132466.070000 sec): 3 clusters
  Score: Raw -434518.254647 + Penalty 2710.570629 = -431807.684018
  nChanged 114
		SP:Iteration 9Q (132466.220000 sec): 3 clusters
  Score: Raw -434578.937154 + Penalty 2710.570629 = -431868.366525
  nChanged 102
		SP:Iteration 10Q (132466.400000 sec): 3 clusters
  Score: Raw -434628.713683 + Penalty 2710.570629 = -431918.143053
  nChanged 78
		SP:Iteration 11Q (132466.630000 sec): 3 clusters
  Score: Raw -434660.179394 + Penalty 2710.570629 = -431949.608765
  nChanged 60
		SP:Iteration 12Q (132466.800000 sec): 3 clusters
  Score: Raw -434681.528615 + Penalty 2710.570629 = -431970.957986
  nChanged 46
		SP:Iteration 13Q (132466.980000 sec): 3 clusters
  Score: Raw -434697.092325 + Penalty 2710.570629 = -431986.521696
  nChanged 41
		SP:Iteration 14Q (132467.180000 sec): 3 clusters
  Score: Raw -434711.924058 + Penalty 2710.570629 = -432001.353428
  nChanged 34
		SP:Iteration 15Q (132467.330000 sec): 3 clusters
  Score: Raw -434724.789585 + Penalty 2710.570629 = -432014.218956
  nChanged 27
		SP:Iteration 16Q (132467.520000 sec): 3 clusters
  Score: Raw -434733.895995 + Penalty 2710.570629 = -432023.325365
  nChanged 29
		SP:Iteration 17Q (132467.730000 sec): 3 clusters
  Score: Raw -434744.239827 + Penalty 2710.570629 = -432033.669198
  nChanged 21
		SP:Iteration 18Q (132467.920000 sec): 3 clusters
  Score: Raw -434751.727259 + Penalty 2710.570629 = -432041.156630
  nChanged 22
		SP:Iteration 19Q (132468.100000 sec): 3 clusters
  Score: Raw -434759.293448 + Penalty 2710.570629 = -432048.722818
  nChanged 15
		SP:Iteration 20F (132468.260000 sec): 3 clusters
  Score: Raw -434763.679981 + Penalty 2710.570629 = -432053.109352
  nChanged 12
		SP:Iteration 21Q (132468.440000 sec): 3 clusters
  Score: Raw -434766.462385 + Penalty 2710.570629 = -432055.891756
  nChanged 6
		SP:Iteration 22Q (132468.620000 sec): 3 clusters
  Score: Raw -434768.200526 + Penalty 2710.570629 = -432057.629896
  nChanged 11
		SP:Iteration 23Q (132468.790000 sec): 3 clusters
  Score: Raw -434771.732077 + Penalty 2710.570629 = -432061.161448
  nChanged 6
		SP:Iteration 24Q (132469.010000 sec): 3 clusters
  Score: Raw -434773.001016 + Penalty 2710.570629 = -432062.430387
  nChanged 4
		SP:Iteration 25Q (132469.180000 sec): 3 clusters
  Score: Raw -434773.827714 + Penalty 2710.570629 = -432063.257085
  nChanged 3
		SP:Iteration 26Q (132469.340000 sec): 3 clusters
  Score: Raw -434775.075492 + Penalty 2710.570629 = -432064.504863
  nChanged 7
		SP:Iteration 27Q (132469.540000 sec): 3 clusters
  Score: Raw -434777.428788 + Penalty 2710.570629 = -432066.858159
  nChanged 8
		SP:Iteration 28Q (132469.720000 sec): 3 clusters
  Score: Raw -434779.451807 + Penalty 2710.570629 = -432068.881177
  nChanged 9
		SP:Iteration 29Q (132469.930000 sec): 3 clusters
  Score: Raw -434781.478757 + Penalty 2710.570629 = -432070.908127
  nChanged 3
		SP:Iteration 30Q (132470.130000 sec): 3 clusters
  Score: Raw -434782.876086 + Penalty 2710.570629 = -432072.305457
  nChanged 4
		SP:Iteration 31Q (132470.340000 sec): 3 clusters
  Score: Raw -434783.822860 + Penalty 2710.570629 = -432073.252230
  nChanged 4
		SP:Iteration 32Q (132470.520000 sec): 3 clusters
  Score: Raw -434784.481314 + Penalty 2710.570629 = -432073.910685
  nChanged 4
		SP:Iteration 33Q (132470.730000 sec): 3 clusters
  Score: Raw -434785.501887 + Penalty 2710.570629 = -432074.931258
  nChanged 6
		SP:Iteration 34Q (132470.900000 sec): 3 clusters
  Score: Raw -434786.707872 + Penalty 2710.570629 = -432076.137243
  nChanged 4
		SP:Iteration 35Q (132471.120000 sec): 3 clusters
  Score: Raw -434787.896220 + Penalty 2710.570629 = -432077.325591
  nChanged 6
		SP:Iteration 36Q (132471.340000 sec): 3 clusters
  Score: Raw -434789.100849 + Penalty 2710.570629 = -432078.530220
  nChanged 5
		SP:Iteration 37Q (132471.520000 sec): 3 clusters
  Score: Raw -434790.370017 + Penalty 2710.570629 = -432079.799388
  nChanged 4
		SP:Iteration 38Q (132471.740000 sec): 3 clusters
  Score: Raw -434791.392698 + Penalty 2710.570629 = -432080.822068
  nChanged 7
		SP:Iteration 39Q (132471.890000 sec): 3 clusters
  Score: Raw -434793.845405 + Penalty 2710.570629 = -432083.274776
  nChanged 6
		SP:Iteration 40F (132472.120000 sec): 3 clusters
  Score: Raw -434795.381818 + Penalty 2710.570629 = -432084.811188
  nChanged 4
		SP:Iteration 41Q (132472.280000 sec): 3 clusters
  Score: Raw -434796.355291 + Penalty 2710.570629 = -432085.784661
  nChanged 3
		SP:Iteration 42Q (132472.540000 sec): 3 clusters
  Score: Raw -434796.822243 + Penalty 2710.570629 = -432086.251614
  nChanged 1
		SP:Iteration 43Q (132472.770000 sec): 3 clusters
  Score: Raw -434797.005435 + Penalty 2710.570629 = -432086.434806
  nChanged 0
		SP:Iteration 44F (132472.940000 sec): 3 clusters
  Score: Raw -434797.005435 + Penalty 2710.570629 = -432086.434806
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132473.060000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132473.220000 sec): 3 clusters
  Score: Raw -29650.558878 + Penalty 1859.101327 = -27791.457550
  nChanged 64
		SP:Iteration 1F (132473.340000 sec): 3 clusters
  Score: Raw -29794.021990 + Penalty 1859.101327 = -27934.920663
  nChanged 22
		SP:Iteration 2F (132473.490000 sec): 3 clusters
  Score: Raw -29856.543490 + Penalty 1859.101327 = -27997.442162
  nChanged 19
		SP:Iteration 3F (132473.650000 sec): 3 clusters
  Score: Raw -29907.216107 + Penalty 1859.101327 = -28048.114780
  nChanged 12
		SP:Iteration 4Q (132473.820000 sec): 3 clusters
  Score: Raw -29954.183110 + Penalty 1859.101327 = -28095.081782
  nChanged 5
		SP:Iteration 5Q (132473.970000 sec): 3 clusters
  Score: Raw -30009.867439 + Penalty 1859.101327 = -28150.766111
  nChanged 4
		SP:Iteration 6Q (132474.180000 sec): 3 clusters
  Score: Raw -30030.962205 + Penalty 1859.101327 = -28171.860877
  nChanged 4
		SP:Iteration 7Q (132474.350000 sec): 3 clusters
  Score: Raw -30042.341667 + Penalty 1859.101327 = -28183.240339
  nChanged 4
		SP:Iteration 8Q (132474.510000 sec): 3 clusters
  Score: Raw -30051.174741 + Penalty 1859.101327 = -28192.073413
  nChanged 2
		SP:Iteration 9Q (132474.740000 sec): 3 clusters
  Score: Raw -30053.854692 + Penalty 1859.101327 = -28194.753364
  nChanged 3
		SP:Iteration 10Q (132474.900000 sec): 3 clusters
  Score: Raw -30060.809714 + Penalty 1859.101327 = -28201.708386
  nChanged 0
		SP:Iteration 11F (132475.110000 sec): 3 clusters
  Score: Raw -30060.809714 + Penalty 1859.101327 = -28201.708386
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (24254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132475.270000 sec): 2 clusters
  Score: Raw -2475383.922446 + Penalty 1640.654735 = -2473743.267711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132475.620000 sec): 3 clusters
  Score: Raw -2460732.741341 + Penalty 3281.309470 = -2457451.431871
  nChanged 11055
		SP:Iteration 1F (132475.910000 sec): 3 clusters
  Score: Raw -2466703.353246 + Penalty 3281.309470 = -2463422.043775
  nChanged 1178
		SP:Iteration 2Q (132476.200000 sec): 3 clusters
  Score: Raw -2467081.063171 + Penalty 3281.309470 = -2463799.753700
  nChanged 1040
		SP:Iteration 3Q (132476.480000 sec): 3 clusters
  Score: Raw -2467419.600613 + Penalty 3281.309470 = -2464138.291143
  nChanged 998
		SP:Iteration 4Q (132476.740000 sec): 3 clusters
  Score: Raw -2467783.820294 + Penalty 3281.309470 = -2464502.510824
  nChanged 1023
		SP:Iteration 5Q (132477.050000 sec): 3 clusters
  Score: Raw -2468216.068682 + Penalty 3281.309470 = -2464934.759211
  nChanged 1082
		SP:Iteration 6Q (132477.400000 sec): 3 clusters
  Score: Raw -2468783.666577 + Penalty 3281.309470 = -2465502.357107
  nChanged 1225
		SP:Iteration 7F (132477.680000 sec): 3 clusters
  Score: Raw -2469582.739618 + Penalty 3281.309470 = -2466301.430148
  nChanged 1338
		SP:Iteration 8F (132478.010000 sec): 3 clusters
  Score: Raw -2470506.655780 + Penalty 3281.309470 = -2467225.346310
  nChanged 1319
		SP:Iteration 9F (132478.310000 sec): 3 clusters
  Score: Raw -2471455.201265 + Penalty 3281.309470 = -2468173.891795
  nChanged 1302
		SP:Iteration 10F (132478.660000 sec): 3 clusters
  Score: Raw -2472285.302630 + Penalty 3281.309470 = -2469003.993159
  nChanged 1032
		SP:Iteration 11Q (132478.950000 sec): 3 clusters
  Score: Raw -2472748.883389 + Penalty 3281.309470 = -2469467.573919
  nChanged 671
		SP:Iteration 12Q (132479.280000 sec): 3 clusters
  Score: Raw -2472977.729961 + Penalty 3281.309470 = -2469696.420491
  nChanged 417
		SP:Iteration 13Q (132479.630000 sec): 3 clusters
  Score: Raw -2473099.572791 + Penalty 3281.309470 = -2469818.263321
  nChanged 335
		SP:Iteration 14Q (132479.890000 sec): 3 clusters
  Score: Raw -2473196.720829 + Penalty 3281.309470 = -2469915.411359
  nChanged 303
		SP:Iteration 15Q (132480.250000 sec): 3 clusters
  Score: Raw -2473289.825712 + Penalty 3281.309470 = -2470008.516241
  nChanged 303
		SP:Iteration 16Q (132480.590000 sec): 3 clusters
  Score: Raw -2473393.380634 + Penalty 3281.309470 = -2470112.071164
  nChanged 302
		SP:Iteration 17Q (132480.890000 sec): 3 clusters
  Score: Raw -2473490.548863 + Penalty 3281.309470 = -2470209.239393
  nChanged 315
		SP:Iteration 18Q (132481.230000 sec): 3 clusters
  Score: Raw -2473590.985964 + Penalty 3281.309470 = -2470309.676493
  nChanged 317
		SP:Iteration 19Q (132481.490000 sec): 3 clusters
  Score: Raw -2473706.721933 + Penalty 3281.309470 = -2470425.412463
  nChanged 359
		SP:Iteration 20F (132481.820000 sec): 3 clusters
  Score: Raw -2473845.303420 + Penalty 3281.309470 = -2470563.993950
  nChanged 380
		SP:Iteration 21Q (132482.090000 sec): 3 clusters
  Score: Raw -2474000.223952 + Penalty 3281.309470 = -2470718.914482
  nChanged 389
		SP:Iteration 22Q (132482.370000 sec): 3 clusters
  Score: Raw -2474169.707995 + Penalty 3281.309470 = -2470888.398525
  nChanged 417
		SP:Iteration 23Q (132482.710000 sec): 3 clusters
  Score: Raw -2474356.747090 + Penalty 3281.309470 = -2471075.437619
  nChanged 428
		SP:Iteration 24Q (132483.020000 sec): 3 clusters
  Score: Raw -2474564.659483 + Penalty 3281.309470 = -2471283.350012
  nChanged 437
		SP:Iteration 25Q (132483.280000 sec): 3 clusters
  Score: Raw -2474808.451386 + Penalty 3281.309470 = -2471527.141916
  nChanged 397
		SP:Iteration 26Q (132483.600000 sec): 3 clusters
  Score: Raw -2475026.280740 + Penalty 3281.309470 = -2471744.971270
  nChanged 380
		SP:Iteration 27Q (132484.000000 sec): 3 clusters
  Score: Raw -2475246.870118 + Penalty 3281.309470 = -2471965.560648
  nChanged 354
		SP:Iteration 28Q (132484.310000 sec): 3 clusters
  Score: Raw -2475429.096915 + Penalty 3281.309470 = -2472147.787445
  nChanged 265
		SP:Iteration 29Q (132484.630000 sec): 3 clusters
  Score: Raw -2475544.191271 + Penalty 3281.309470 = -2472262.881801
  nChanged 222
		SP:Iteration 30Q (132484.930000 sec): 3 clusters
  Score: Raw -2475649.034835 + Penalty 3281.309470 = -2472367.725365
  nChanged 189
		SP:Iteration 31Q (132485.240000 sec): 3 clusters
  Score: Raw -2475717.573208 + Penalty 3281.309470 = -2472436.263738
  nChanged 166
		SP:Iteration 32Q (132485.500000 sec): 3 clusters
  Score: Raw -2475771.813205 + Penalty 3281.309470 = -2472490.503735
  nChanged 151
		SP:Iteration 33Q (132485.840000 sec): 3 clusters
  Score: Raw -2475811.308179 + Penalty 3281.309470 = -2472529.998709
  nChanged 112
		SP:Iteration 34Q (132486.120000 sec): 3 clusters
  Score: Raw -2475832.164059 + Penalty 3281.309470 = -2472550.854589
  nChanged 81
		SP:Iteration 35Q (132486.430000 sec): 3 clusters
  Score: Raw -2475842.852307 + Penalty 3281.309470 = -2472561.542836
  nChanged 64
		SP:Iteration 36Q (132486.790000 sec): 3 clusters
  Score: Raw -2475856.171714 + Penalty 3281.309470 = -2472574.862244
  nChanged 65
		SP:Iteration 37Q (132487.100000 sec): 3 clusters
  Score: Raw -2475864.154985 + Penalty 3281.309470 = -2472582.845515
  nChanged 51
		SP:Iteration 38Q (132487.370000 sec): 3 clusters
  Score: Raw -2475869.484839 + Penalty 3281.309470 = -2472588.175369
  nChanged 44
		SP:Iteration 39Q (132487.690000 sec): 3 clusters
  Score: Raw -2475872.824782 + Penalty 3281.309470 = -2472591.515312
  nChanged 23
		SP:Iteration 40F (132488.050000 sec): 3 clusters
  Score: Raw -2475879.167560 + Penalty 3281.309470 = -2472597.858090
  nChanged 23
		SP:Iteration 41Q (132488.310000 sec): 3 clusters
  Score: Raw -2475881.815958 + Penalty 3281.309470 = -2472600.506488
  nChanged 17
		SP:Iteration 42Q (132488.630000 sec): 3 clusters
  Score: Raw -2475883.791422 + Penalty 3281.309470 = -2472602.481952
  nChanged 12
		SP:Iteration 43Q (132488.940000 sec): 3 clusters
  Score: Raw -2475884.468243 + Penalty 3281.309470 = -2472603.158773
  nChanged 5
		SP:Iteration 44Q (132489.210000 sec): 3 clusters
  Score: Raw -2475884.760637 + Penalty 3281.309470 = -2472603.451167
  nChanged 3
		SP:Iteration 45Q (132489.530000 sec): 3 clusters
  Score: Raw -2475884.902289 + Penalty 3281.309470 = -2472603.592819
  nChanged 3
		SP:Iteration 46Q (132489.790000 sec): 3 clusters
  Score: Raw -2475885.026171 + Penalty 3281.309470 = -2472603.716701
  nChanged 1
		SP:Iteration 47Q (132490.080000 sec): 3 clusters
  Score: Raw -2475885.061626 + Penalty 3281.309470 = -2472603.752156
  nChanged 0
		SP:Iteration 48F (132490.350000 sec): 3 clusters
  Score: Raw -2475885.061626 + Penalty 3281.309470 = -2472603.752156
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132490.430000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132490.580000 sec): 3 clusters
  Score: Raw -147717.111435 + Penalty 2342.795110 = -145374.316325
  nChanged 456
		SP:Iteration 1F (132490.780000 sec): 3 clusters
  Score: Raw -148083.245946 + Penalty 2342.795110 = -145740.450836
  nChanged 128
		SP:Iteration 2F (132491.010000 sec): 3 clusters
  Score: Raw -148229.856915 + Penalty 2342.795110 = -145887.061805
  nChanged 100
		SP:Iteration 3F (132491.200000 sec): 3 clusters
  Score: Raw -148375.699779 + Penalty 2342.795110 = -146032.904669
  nChanged 80
		SP:Iteration 4F (132491.390000 sec): 3 clusters
  Score: Raw -148478.294444 + Penalty 2342.795110 = -146135.499334
  nChanged 64
		SP:Iteration 5Q (132491.580000 sec): 3 clusters
  Score: Raw -148570.733170 + Penalty 2342.795110 = -146227.938061
  nChanged 57
		SP:Iteration 6Q (132491.770000 sec): 3 clusters
  Score: Raw -148661.344433 + Penalty 2342.795110 = -146318.549323
  nChanged 45
		SP:Iteration 7Q (132492.010000 sec): 3 clusters
  Score: Raw -148719.889230 + Penalty 2342.795110 = -146377.094120
  nChanged 42
		SP:Iteration 8Q (132492.140000 sec): 3 clusters
  Score: Raw -148761.440632 + Penalty 2342.795110 = -146418.645522
  nChanged 23
		SP:Iteration 9Q (132492.300000 sec): 3 clusters
  Score: Raw -148782.496321 + Penalty 2342.795110 = -146439.701212
  nChanged 13
		SP:Iteration 10Q (132492.470000 sec): 3 clusters
  Score: Raw -148794.166745 + Penalty 2342.795110 = -146451.371635
  nChanged 14
		SP:Iteration 11Q (132492.580000 sec): 3 clusters
  Score: Raw -148804.955490 + Penalty 2342.795110 = -146462.160380
  nChanged 6
		SP:Iteration 12Q (132492.730000 sec): 3 clusters
  Score: Raw -148811.840461 + Penalty 2342.795110 = -146469.045351
  nChanged 9
		SP:Iteration 13Q (132492.900000 sec): 3 clusters
  Score: Raw -148823.331705 + Penalty 2342.795110 = -146480.536595
  nChanged 9
		SP:Iteration 14Q (132493.080000 sec): 3 clusters
  Score: Raw -148830.195052 + Penalty 2342.795110 = -146487.399942
  nChanged 5
		SP:Iteration 15Q (132493.230000 sec): 3 clusters
  Score: Raw -148833.359951 + Penalty 2342.795110 = -146490.564841
  nChanged 3
		SP:Iteration 16Q (132493.410000 sec): 3 clusters
  Score: Raw -148838.178435 + Penalty 2342.795110 = -146495.383326
  nChanged 5
		SP:Iteration 17Q (132493.530000 sec): 3 clusters
  Score: Raw -148843.278830 + Penalty 2342.795110 = -146500.483720
  nChanged 1
		SP:Iteration 18Q (132493.710000 sec): 3 clusters
  Score: Raw -148844.063914 + Penalty 2342.795110 = -146501.268804
  nChanged 1
		SP:Iteration 19Q (132493.840000 sec): 3 clusters
  Score: Raw -148844.616394 + Penalty 2342.795110 = -146501.821284
  nChanged 0
		SP:Iteration 20F (132494.050000 sec): 3 clusters
  Score: Raw -148844.616394 + Penalty 2342.795110 = -146501.821284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132494.140000 sec): 2 clusters
  Score: Raw -389466.723879 + Penalty 1345.656715 = -388121.067164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132494.390000 sec): 3 clusters
  Score: Raw -387531.820879 + Penalty 2691.313430 = -384840.507449
  nChanged 1545
		SP:Iteration 1F (132494.540000 sec): 3 clusters
  Score: Raw -388504.632054 + Penalty 2691.313430 = -385813.318624
  nChanged 315
		SP:Iteration 2F (132494.720000 sec): 3 clusters
  Score: Raw -388719.105885 + Penalty 2691.313430 = -386027.792455
  nChanged 230
		SP:Iteration 3F (132494.910000 sec): 3 clusters
  Score: Raw -388891.427198 + Penalty 2691.313430 = -386200.113767
  nChanged 190
		SP:Iteration 4Q (132495.100000 sec): 3 clusters
  Score: Raw -389067.675306 + Penalty 2691.313430 = -386376.361876
  nChanged 200
		SP:Iteration 5F (132495.280000 sec): 3 clusters
  Score: Raw -389291.289223 + Penalty 2691.313430 = -386599.975793
  nChanged 186
		SP:Iteration 6Q (132495.440000 sec): 3 clusters
  Score: Raw -389493.924981 + Penalty 2691.313430 = -386802.611550
  nChanged 170
		SP:Iteration 7Q (132495.650000 sec): 3 clusters
  Score: Raw -389662.297407 + Penalty 2691.313430 = -386970.983977
  nChanged 149
		SP:Iteration 8Q (132495.860000 sec): 3 clusters
  Score: Raw -389791.669225 + Penalty 2691.313430 = -387100.355795
  nChanged 129
		SP:Iteration 9Q (132496.090000 sec): 3 clusters
  Score: Raw -389894.565300 + Penalty 2691.313430 = -387203.251869
  nChanged 90
		SP:Iteration 10Q (132496.340000 sec): 3 clusters
  Score: Raw -389972.632696 + Penalty 2691.313430 = -387281.319265
  nChanged 81
		SP:Iteration 11Q (132496.530000 sec): 3 clusters
  Score: Raw -390047.538308 + Penalty 2691.313430 = -387356.224878
  nChanged 76
		SP:Iteration 12Q (132496.730000 sec): 3 clusters
  Score: Raw -390117.363340 + Penalty 2691.313430 = -387426.049909
  nChanged 72
		SP:Iteration 13Q (132496.950000 sec): 3 clusters
  Score: Raw -390183.618784 + Penalty 2691.313430 = -387492.305354
  nChanged 69
		SP:Iteration 14Q (132497.180000 sec): 3 clusters
  Score: Raw -390241.012363 + Penalty 2691.313430 = -387549.698933
  nChanged 44
		SP:Iteration 15Q (132497.380000 sec): 3 clusters
  Score: Raw -390279.588981 + Penalty 2691.313430 = -387588.275551
  nChanged 41
		SP:Iteration 16Q (132497.530000 sec): 3 clusters
  Score: Raw -390305.697908 + Penalty 2691.313430 = -387614.384478
  nChanged 35
		SP:Iteration 17Q (132497.740000 sec): 3 clusters
  Score: Raw -390325.720879 + Penalty 2691.313430 = -387634.407449
  nChanged 27
		SP:Iteration 18Q (132497.920000 sec): 3 clusters
  Score: Raw -390341.238744 + Penalty 2691.313430 = -387649.925314
  nChanged 21
		SP:Iteration 19Q (132498.110000 sec): 3 clusters
  Score: Raw -390350.617777 + Penalty 2691.313430 = -387659.304347
  nChanged 14
		SP:Iteration 20F (132498.350000 sec): 3 clusters
  Score: Raw -390356.658342 + Penalty 2691.313430 = -387665.344912
  nChanged 11
		SP:Iteration 21Q (132498.560000 sec): 3 clusters
  Score: Raw -390364.271511 + Penalty 2691.313430 = -387672.958081
  nChanged 15
		SP:Iteration 22Q (132498.760000 sec): 3 clusters
  Score: Raw -390372.131234 + Penalty 2691.313430 = -387680.817804
  nChanged 12
		SP:Iteration 23Q (132499.000000 sec): 3 clusters
  Score: Raw -390376.883911 + Penalty 2691.313430 = -387685.570481
  nChanged 9
		SP:Iteration 24Q (132499.230000 sec): 3 clusters
  Score: Raw -390379.875231 + Penalty 2691.313430 = -387688.561801
  nChanged 9
		SP:Iteration 25Q (132499.420000 sec): 3 clusters
  Score: Raw -390383.411214 + Penalty 2691.313430 = -387692.097784
  nChanged 11
		SP:Iteration 26Q (132499.620000 sec): 3 clusters
  Score: Raw -390388.982557 + Penalty 2691.313430 = -387697.669127
  nChanged 9
		SP:Iteration 27Q (132499.880000 sec): 3 clusters
  Score: Raw -390392.569787 + Penalty 2691.313430 = -387701.256357
  nChanged 4
		SP:Iteration 28Q (132500.030000 sec): 3 clusters
  Score: Raw -390393.756480 + Penalty 2691.313430 = -387702.443050
  nChanged 2
		SP:Iteration 29Q (132500.210000 sec): 3 clusters
  Score: Raw -390394.152033 + Penalty 2691.313430 = -387702.838603
  nChanged 1
		SP:Iteration 30Q (132500.390000 sec): 3 clusters
  Score: Raw -390394.352478 + Penalty 2691.313430 = -387703.039048
  nChanged 0
		SP:Iteration 31F (132500.600000 sec): 3 clusters
  Score: Raw -390394.352478 + Penalty 2691.313430 = -387703.039048
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132500.710000 sec): 2 clusters
  Score: Raw -784278.835193 + Penalty 1447.465009 = -782831.370184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132500.940000 sec): 3 clusters
  Score: Raw -780221.814091 + Penalty 2894.930018 = -777326.884073
  nChanged 3111
		SP:Iteration 1F (132501.190000 sec): 3 clusters
  Score: Raw -781976.169221 + Penalty 2894.930018 = -779081.239204
  nChanged 572
		SP:Iteration 2F (132501.420000 sec): 3 clusters
  Score: Raw -782357.951866 + Penalty 2894.930018 = -779463.021848
  nChanged 505
		SP:Iteration 3F (132501.630000 sec): 3 clusters
  Score: Raw -782699.808960 + Penalty 2894.930018 = -779804.878943
  nChanged 473
		SP:Iteration 4F (132501.860000 sec): 3 clusters
  Score: Raw -783060.615935 + Penalty 2894.930018 = -780165.685917
  nChanged 475
		SP:Iteration 5F (132502.050000 sec): 3 clusters
  Score: Raw -783399.586825 + Penalty 2894.930018 = -780504.656807
  nChanged 401
		SP:Iteration 6F (132502.270000 sec): 3 clusters
  Score: Raw -783648.474351 + Penalty 2894.930018 = -780753.544333
  nChanged 334
		SP:Iteration 7Q (132502.500000 sec): 3 clusters
  Score: Raw -783821.301011 + Penalty 2894.930018 = -780926.370993
  nChanged 246
		SP:Iteration 8Q (132502.760000 sec): 3 clusters
  Score: Raw -783937.492518 + Penalty 2894.930018 = -781042.562500
  nChanged 180
		SP:Iteration 9Q (132502.980000 sec): 3 clusters
  Score: Raw -784007.195072 + Penalty 2894.930018 = -781112.265055
  nChanged 150
		SP:Iteration 10Q (132503.280000 sec): 3 clusters
  Score: Raw -784061.688408 + Penalty 2894.930018 = -781166.758391
  nChanged 112
		SP:Iteration 11Q (132503.500000 sec): 3 clusters
  Score: Raw -784090.025438 + Penalty 2894.930018 = -781195.095421
  nChanged 70
		SP:Iteration 12Q (132503.660000 sec): 3 clusters
  Score: Raw -784103.355938 + Penalty 2894.930018 = -781208.425920
  nChanged 41
		SP:Iteration 13Q (132503.920000 sec): 3 clusters
  Score: Raw -784110.551895 + Penalty 2894.930018 = -781215.621877
  nChanged 24
		SP:Iteration 14Q (132504.120000 sec): 3 clusters
  Score: Raw -784115.115426 + Penalty 2894.930018 = -781220.185408
  nChanged 23
		SP:Iteration 15Q (132504.290000 sec): 3 clusters
  Score: Raw -784118.470666 + Penalty 2894.930018 = -781223.540648
  nChanged 17
		SP:Iteration 16Q (132504.500000 sec): 3 clusters
  Score: Raw -784121.009501 + Penalty 2894.930018 = -781226.079484
  nChanged 10
		SP:Iteration 17Q (132504.740000 sec): 3 clusters
  Score: Raw -784122.156281 + Penalty 2894.930018 = -781227.226263
  nChanged 8
		SP:Iteration 18Q (132504.990000 sec): 3 clusters
  Score: Raw -784123.015703 + Penalty 2894.930018 = -781228.085685
  nChanged 5
		SP:Iteration 19Q (132505.170000 sec): 3 clusters
  Score: Raw -784124.113538 + Penalty 2894.930018 = -781229.183520
  nChanged 6
		SP:Iteration 20F (132505.380000 sec): 3 clusters
  Score: Raw -784124.632589 + Penalty 2894.930018 = -781229.702571
  nChanged 2
		SP:Iteration 21Q (132505.570000 sec): 3 clusters
  Score: Raw -784124.847090 + Penalty 2894.930018 = -781229.917072
  nChanged 1
		SP:Iteration 22Q (132505.790000 sec): 3 clusters
  Score: Raw -784124.956475 + Penalty 2894.930018 = -781230.026457
  nChanged 1
		SP:Iteration 23Q (132505.980000 sec): 3 clusters
  Score: Raw -784125.011244 + Penalty 2894.930018 = -781230.081226
  nChanged 0
		SP:Iteration 24F (132506.190000 sec): 3 clusters
  Score: Raw -784125.011244 + Penalty 2894.930018 = -781230.081226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132506.350000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132506.500000 sec): 3 clusters
  Score: Raw -85727.472047 + Penalty 2192.965621 = -83534.506426
  nChanged 273
		SP:Iteration 1F (132506.730000 sec): 3 clusters
  Score: Raw -86040.628662 + Penalty 2192.965621 = -83847.663040
  nChanged 80
		SP:Iteration 2F (132506.930000 sec): 3 clusters
  Score: Raw -86140.297032 + Penalty 2192.965621 = -83947.331411
  nChanged 46
		SP:Iteration 3F (132507.130000 sec): 3 clusters
  Score: Raw -86205.854294 + Penalty 2192.965621 = -84012.888672
  nChanged 23
		SP:Iteration 4Q (132507.320000 sec): 3 clusters
  Score: Raw -86243.749955 + Penalty 2192.965621 = -84050.784334
  nChanged 17
		SP:Iteration 5Q (132507.490000 sec): 3 clusters
  Score: Raw -86272.699276 + Penalty 2192.965621 = -84079.733655
  nChanged 9
		SP:Iteration 6Q (132507.700000 sec): 3 clusters
  Score: Raw -86284.578173 + Penalty 2192.965621 = -84091.612552
  nChanged 6
		SP:Iteration 7Q (132507.940000 sec): 3 clusters
  Score: Raw -86294.146812 + Penalty 2192.965621 = -84101.181191
  nChanged 3
		SP:Iteration 8Q (132508.130000 sec): 3 clusters
  Score: Raw -86298.473211 + Penalty 2192.965621 = -84105.507590
  nChanged 1
		SP:Iteration 9Q (132508.310000 sec): 3 clusters
  Score: Raw -86299.126739 + Penalty 2192.965621 = -84106.161118
  nChanged 0
		SP:Iteration 10F (132508.480000 sec): 3 clusters
  Score: Raw -86299.126739 + Penalty 2192.965621 = -84106.161118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132508.680000 sec): 2 clusters
  Score: Raw -1649673.837476 + Penalty 1572.679684 = -1648101.157793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132508.940000 sec): 3 clusters
  Score: Raw -1640316.818173 + Penalty 3145.359368 = -1637171.458805
  nChanged 7082
		SP:Iteration 1F (132509.250000 sec): 3 clusters
  Score: Raw -1644304.519361 + Penalty 3145.359368 = -1641159.159994
  nChanged 1050
		SP:Iteration 2F (132509.550000 sec): 3 clusters
  Score: Raw -1644854.850206 + Penalty 3145.359368 = -1641709.490838
  nChanged 1039
		SP:Iteration 3F (132509.780000 sec): 3 clusters
  Score: Raw -1645475.358709 + Penalty 3145.359368 = -1642329.999341
  nChanged 1123
		SP:Iteration 4F (132510.020000 sec): 3 clusters
  Score: Raw -1646224.652628 + Penalty 3145.359368 = -1643079.293261
  nChanged 1128
		SP:Iteration 5F (132510.290000 sec): 3 clusters
  Score: Raw -1647025.452973 + Penalty 3145.359368 = -1643880.093606
  nChanged 945
		SP:Iteration 6F (132510.530000 sec): 3 clusters
  Score: Raw -1647659.477362 + Penalty 3145.359368 = -1644514.117994
  nChanged 756
		SP:Iteration 7Q (132510.790000 sec): 3 clusters
  Score: Raw -1648136.080045 + Penalty 3145.359368 = -1644990.720677
  nChanged 582
		SP:Iteration 8Q (132511.050000 sec): 3 clusters
  Score: Raw -1648462.300557 + Penalty 3145.359368 = -1645316.941189
  nChanged 440
		SP:Iteration 9Q (132511.310000 sec): 3 clusters
  Score: Raw -1648741.377984 + Penalty 3145.359368 = -1645596.018617
  nChanged 339
		SP:Iteration 10Q (132511.650000 sec): 3 clusters
  Score: Raw -1649004.303764 + Penalty 3145.359368 = -1645858.944396
  nChanged 318
		SP:Iteration 11Q (132511.910000 sec): 3 clusters
  Score: Raw -1649286.281715 + Penalty 3145.359368 = -1646140.922347
  nChanged 323
		SP:Iteration 12Q (132512.160000 sec): 3 clusters
  Score: Raw -1649519.153214 + Penalty 3145.359368 = -1646373.793847
  nChanged 278
		SP:Iteration 13Q (132512.430000 sec): 3 clusters
  Score: Raw -1649674.242133 + Penalty 3145.359368 = -1646528.882765
  nChanged 176
		SP:Iteration 14Q (132512.680000 sec): 3 clusters
  Score: Raw -1649773.582391 + Penalty 3145.359368 = -1646628.223023
  nChanged 157
		SP:Iteration 15Q (132512.940000 sec): 3 clusters
  Score: Raw -1649863.988473 + Penalty 3145.359368 = -1646718.629106
  nChanged 141
		SP:Iteration 16Q (132513.190000 sec): 3 clusters
  Score: Raw -1649936.308503 + Penalty 3145.359368 = -1646790.949136
  nChanged 127
		SP:Iteration 17Q (132513.490000 sec): 3 clusters
  Score: Raw -1649995.551018 + Penalty 3145.359368 = -1646850.191650
  nChanged 91
		SP:Iteration 18Q (132513.810000 sec): 3 clusters
  Score: Raw -1650034.250736 + Penalty 3145.359368 = -1646888.891369
  nChanged 81
		SP:Iteration 19Q (132514.100000 sec): 3 clusters
  Score: Raw -1650066.826776 + Penalty 3145.359368 = -1646921.467408
  nChanged 69
		SP:Iteration 20F (132514.340000 sec): 3 clusters
  Score: Raw -1650103.195339 + Penalty 3145.359368 = -1646957.835972
  nChanged 82
		SP:Iteration 21Q (132514.610000 sec): 3 clusters
  Score: Raw -1650144.014927 + Penalty 3145.359368 = -1646998.655560
  nChanged 88
		SP:Iteration 22Q (132514.890000 sec): 3 clusters
  Score: Raw -1650180.347169 + Penalty 3145.359368 = -1647034.987801
  nChanged 59
		SP:Iteration 23Q (132515.130000 sec): 3 clusters
  Score: Raw -1650200.976775 + Penalty 3145.359368 = -1647055.617408
  nChanged 57
		SP:Iteration 24Q (132515.430000 sec): 3 clusters
  Score: Raw -1650218.332901 + Penalty 3145.359368 = -1647072.973534
  nChanged 41
		SP:Iteration 25Q (132515.700000 sec): 3 clusters
  Score: Raw -1650234.498124 + Penalty 3145.359368 = -1647089.138756
  nChanged 47
		SP:Iteration 26Q (132516.000000 sec): 3 clusters
  Score: Raw -1650249.519315 + Penalty 3145.359368 = -1647104.159947
  nChanged 50
		SP:Iteration 27Q (132516.290000 sec): 3 clusters
  Score: Raw -1650266.529132 + Penalty 3145.359368 = -1647121.169764
  nChanged 40
		SP:Iteration 28Q (132516.520000 sec): 3 clusters
  Score: Raw -1650279.847004 + Penalty 3145.359368 = -1647134.487637
  nChanged 31
		SP:Iteration 29Q (132516.820000 sec): 3 clusters
  Score: Raw -1650287.997124 + Penalty 3145.359368 = -1647142.637757
  nChanged 29
		SP:Iteration 30Q (132517.110000 sec): 3 clusters
  Score: Raw -1650295.958922 + Penalty 3145.359368 = -1647150.599555
  nChanged 20
		SP:Iteration 31Q (132517.330000 sec): 3 clusters
  Score: Raw -1650300.073931 + Penalty 3145.359368 = -1647154.714563
  nChanged 16
		SP:Iteration 32Q (132517.610000 sec): 3 clusters
  Score: Raw -1650304.407152 + Penalty 3145.359368 = -1647159.047785
  nChanged 19
		SP:Iteration 33Q (132517.910000 sec): 3 clusters
  Score: Raw -1650310.443006 + Penalty 3145.359368 = -1647165.083639
  nChanged 20
		SP:Iteration 34Q (132518.170000 sec): 3 clusters
  Score: Raw -1650317.414235 + Penalty 3145.359368 = -1647172.054867
  nChanged 16
		SP:Iteration 35Q (132518.360000 sec): 3 clusters
  Score: Raw -1650320.545948 + Penalty 3145.359368 = -1647175.186580
  nChanged 11
		SP:Iteration 36Q (132518.580000 sec): 3 clusters
  Score: Raw -1650323.364954 + Penalty 3145.359368 = -1647178.005587
  nChanged 15
		SP:Iteration 37Q (132518.860000 sec): 3 clusters
  Score: Raw -1650327.106104 + Penalty 3145.359368 = -1647181.746737
  nChanged 14
		SP:Iteration 38Q (132519.120000 sec): 3 clusters
  Score: Raw -1650331.185333 + Penalty 3145.359368 = -1647185.825965
  nChanged 9
		SP:Iteration 39Q (132519.400000 sec): 3 clusters
  Score: Raw -1650333.487528 + Penalty 3145.359368 = -1647188.128161
  nChanged 13
		SP:Iteration 40F (132519.640000 sec): 3 clusters
  Score: Raw -1650336.914172 + Penalty 3145.359368 = -1647191.554804
  nChanged 9
		SP:Iteration 41Q (132519.910000 sec): 3 clusters
  Score: Raw -1650338.492438 + Penalty 3145.359368 = -1647193.133070
  nChanged 6
		SP:Iteration 42Q (132520.140000 sec): 3 clusters
  Score: Raw -1650340.252003 + Penalty 3145.359368 = -1647194.892636
  nChanged 11
		SP:Iteration 43Q (132520.350000 sec): 3 clusters
  Score: Raw -1650342.925953 + Penalty 3145.359368 = -1647197.566585
  nChanged 9
		SP:Iteration 44Q (132520.590000 sec): 3 clusters
  Score: Raw -1650344.903889 + Penalty 3145.359368 = -1647199.544522
  nChanged 5
		SP:Iteration 45Q (132520.830000 sec): 3 clusters
  Score: Raw -1650346.053150 + Penalty 3145.359368 = -1647200.693782
  nChanged 3
		SP:Iteration 46Q (132521.040000 sec): 3 clusters
  Score: Raw -1650346.435946 + Penalty 3145.359368 = -1647201.076579
  nChanged 3
		SP:Iteration 47Q (132521.310000 sec): 3 clusters
  Score: Raw -1650347.102193 + Penalty 3145.359368 = -1647201.742825
  nChanged 2
		SP:Iteration 48Q (132521.520000 sec): 3 clusters
  Score: Raw -1650347.472062 + Penalty 3145.359368 = -1647202.112694
  nChanged 2
		SP:Iteration 49Q (132521.800000 sec): 3 clusters
  Score: Raw -1650347.817110 + Penalty 3145.359368 = -1647202.457742
  nChanged 2
		SP:Iteration 50Q (132522.060000 sec): 3 clusters
  Score: Raw -1650347.964599 + Penalty 3145.359368 = -1647202.605232
  nChanged 0
		SP:Iteration 51F (132522.360000 sec): 3 clusters
  Score: Raw -1650347.964599 + Penalty 3145.359368 = -1647202.605232
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132522.520000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132522.700000 sec): 3 clusters
  Score: Raw -46961.907645 + Penalty 1975.978288 = -44985.929357
  nChanged 99
		SP:Iteration 1F (132522.860000 sec): 3 clusters
  Score: Raw -47135.712946 + Penalty 1975.978288 = -45159.734658
  nChanged 19
		SP:Iteration 2Q (132523.040000 sec): 3 clusters
  Score: Raw -47161.709742 + Penalty 1975.978288 = -45185.731454
  nChanged 11
		SP:Iteration 3Q (132523.200000 sec): 3 clusters
  Score: Raw -47175.048647 + Penalty 1975.978288 = -45199.070358
  nChanged 0
		SP:Iteration 4F (132523.380000 sec): 3 clusters
  Score: Raw -47175.048647 + Penalty 1975.978288 = -45199.070358
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132523.500000 sec): 2 clusters
  Score: Raw -472013.963757 + Penalty 1388.657768 = -470625.305989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132523.700000 sec): 3 clusters
  Score: Raw -469284.693862 + Penalty 2777.315536 = -466507.378326
  nChanged 2138
		SP:Iteration 1F (132523.900000 sec): 3 clusters
  Score: Raw -470489.767922 + Penalty 2777.315536 = -467712.452385
  nChanged 413
		SP:Iteration 2F (132524.070000 sec): 3 clusters
  Score: Raw -470778.541956 + Penalty 2777.315536 = -468001.226420
  nChanged 352
		SP:Iteration 3F (132524.290000 sec): 3 clusters
  Score: Raw -471012.940934 + Penalty 2777.315536 = -468235.625398
  nChanged 306
		SP:Iteration 4F (132524.470000 sec): 3 clusters
  Score: Raw -471230.998212 + Penalty 2777.315536 = -468453.682675
  nChanged 279
		SP:Iteration 5F (132524.670000 sec): 3 clusters
  Score: Raw -471431.631946 + Penalty 2777.315536 = -468654.316409
  nChanged 243
		SP:Iteration 6Q (132524.870000 sec): 3 clusters
  Score: Raw -471584.086173 + Penalty 2777.315536 = -468806.770636
  nChanged 185
		SP:Iteration 7Q (132525.050000 sec): 3 clusters
  Score: Raw -471687.775914 + Penalty 2777.315536 = -468910.460377
  nChanged 163
		SP:Iteration 8Q (132525.260000 sec): 3 clusters
  Score: Raw -471776.081843 + Penalty 2777.315536 = -468998.766307
  nChanged 144
		SP:Iteration 9Q (132525.420000 sec): 3 clusters
  Score: Raw -471856.320091 + Penalty 2777.315536 = -469079.004555
  nChanged 114
		SP:Iteration 10Q (132525.630000 sec): 3 clusters
  Score: Raw -471915.055646 + Penalty 2777.315536 = -469137.740110
  nChanged 96
		SP:Iteration 11Q (132525.820000 sec): 3 clusters
  Score: Raw -471957.902477 + Penalty 2777.315536 = -469180.586941
  nChanged 95
		SP:Iteration 12Q (132526.000000 sec): 3 clusters
  Score: Raw -472002.136908 + Penalty 2777.315536 = -469224.821371
  nChanged 72
		SP:Iteration 13Q (132526.170000 sec): 3 clusters
  Score: Raw -472029.538678 + Penalty 2777.315536 = -469252.223142
  nChanged 63
		SP:Iteration 14Q (132526.360000 sec): 3 clusters
  Score: Raw -472060.542466 + Penalty 2777.315536 = -469283.226929
  nChanged 58
		SP:Iteration 15Q (132526.540000 sec): 3 clusters
  Score: Raw -472089.192099 + Penalty 2777.315536 = -469311.876563
  nChanged 53
		SP:Iteration 16Q (132526.750000 sec): 3 clusters
  Score: Raw -472116.018229 + Penalty 2777.315536 = -469338.702692
  nChanged 57
		SP:Iteration 17Q (132526.950000 sec): 3 clusters
  Score: Raw -472139.376447 + Penalty 2777.315536 = -469362.060911
  nChanged 62
		SP:Iteration 18Q (132527.120000 sec): 3 clusters
  Score: Raw -472168.739372 + Penalty 2777.315536 = -469391.423835
  nChanged 65
		SP:Iteration 19Q (132527.360000 sec): 3 clusters
  Score: Raw -472201.331091 + Penalty 2777.315536 = -469424.015554
  nChanged 67
		SP:Iteration 20F (132527.600000 sec): 3 clusters
  Score: Raw -472231.756279 + Penalty 2777.315536 = -469454.440743
  nChanged 49
		SP:Iteration 21Q (132527.780000 sec): 3 clusters
  Score: Raw -472252.418628 + Penalty 2777.315536 = -469475.103091
  nChanged 42
		SP:Iteration 22Q (132528.000000 sec): 3 clusters
  Score: Raw -472268.814118 + Penalty 2777.315536 = -469491.498582
  nChanged 36
		SP:Iteration 23Q (132528.170000 sec): 3 clusters
  Score: Raw -472282.782392 + Penalty 2777.315536 = -469505.466856
  nChanged 36
		SP:Iteration 24Q (132528.360000 sec): 3 clusters
  Score: Raw -472298.298755 + Penalty 2777.315536 = -469520.983218
  nChanged 36
		SP:Iteration 25Q (132528.580000 sec): 3 clusters
  Score: Raw -472312.451521 + Penalty 2777.315536 = -469535.135985
  nChanged 27
		SP:Iteration 26Q (132528.710000 sec): 3 clusters
  Score: Raw -472322.071006 + Penalty 2777.315536 = -469544.755470
  nChanged 28
		SP:Iteration 27Q (132528.880000 sec): 3 clusters
  Score: Raw -472331.546602 + Penalty 2777.315536 = -469554.231065
  nChanged 36
		SP:Iteration 28Q (132529.080000 sec): 3 clusters
  Score: Raw -472348.629023 + Penalty 2777.315536 = -469571.313487
  nChanged 48
		SP:Iteration 29Q (132529.260000 sec): 3 clusters
  Score: Raw -472370.563206 + Penalty 2777.315536 = -469593.247669
  nChanged 35
		SP:Iteration 30Q (132529.430000 sec): 3 clusters
  Score: Raw -472392.203032 + Penalty 2777.315536 = -469614.887496
  nChanged 39
		SP:Iteration 31Q (132529.670000 sec): 3 clusters
  Score: Raw -472424.221856 + Penalty 2777.315536 = -469646.906320
  nChanged 35
		SP:Iteration 32Q (132529.860000 sec): 3 clusters
  Score: Raw -472451.678798 + Penalty 2777.315536 = -469674.363261
  nChanged 39
		SP:Iteration 33Q (132530.050000 sec): 3 clusters
  Score: Raw -472476.785742 + Penalty 2777.315536 = -469699.470205
  nChanged 33
		SP:Iteration 34Q (132530.230000 sec): 3 clusters
  Score: Raw -472492.654985 + Penalty 2777.315536 = -469715.339449
  nChanged 34
		SP:Iteration 35Q (132530.440000 sec): 3 clusters
  Score: Raw -472507.770817 + Penalty 2777.315536 = -469730.455281
  nChanged 30
		SP:Iteration 36Q (132530.620000 sec): 3 clusters
  Score: Raw -472517.316889 + Penalty 2777.315536 = -469740.001352
  nChanged 19
		SP:Iteration 37Q (132530.780000 sec): 3 clusters
  Score: Raw -472522.461260 + Penalty 2777.315536 = -469745.145723
  nChanged 11
		SP:Iteration 38Q (132530.960000 sec): 3 clusters
  Score: Raw -472526.744699 + Penalty 2777.315536 = -469749.429162
  nChanged 10
		SP:Iteration 39Q (132531.150000 sec): 3 clusters
  Score: Raw -472529.647683 + Penalty 2777.315536 = -469752.332147
  nChanged 7
		SP:Iteration 40F (132531.400000 sec): 3 clusters
  Score: Raw -472532.678305 + Penalty 2777.315536 = -469755.362768
  nChanged 9
		SP:Iteration 41Q (132531.580000 sec): 3 clusters
  Score: Raw -472534.921420 + Penalty 2777.315536 = -469757.605884
  nChanged 6
		SP:Iteration 42Q (132531.750000 sec): 3 clusters
  Score: Raw -472537.362300 + Penalty 2777.315536 = -469760.046764
  nChanged 9
		SP:Iteration 43Q (132531.970000 sec): 3 clusters
  Score: Raw -472539.790821 + Penalty 2777.315536 = -469762.475284
  nChanged 6
		SP:Iteration 44Q (132532.210000 sec): 3 clusters
  Score: Raw -472542.018236 + Penalty 2777.315536 = -469764.702700
  nChanged 4
		SP:Iteration 45Q (132532.370000 sec): 3 clusters
  Score: Raw -472542.810855 + Penalty 2777.315536 = -469765.495319
  nChanged 2
		SP:Iteration 46Q (132532.600000 sec): 3 clusters
  Score: Raw -472543.297732 + Penalty 2777.315536 = -469765.982196
  nChanged 1
		SP:Iteration 47Q (132532.760000 sec): 3 clusters
  Score: Raw -472543.351156 + Penalty 2777.315536 = -469766.035620
  nChanged 0
		SP:Iteration 48F (132532.980000 sec): 3 clusters
  Score: Raw -472543.351156 + Penalty 2777.315536 = -469766.035620
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132533.130000 sec): 2 clusters
  Score: Raw -629945.159363 + Penalty 1416.410428 = -628528.748935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132533.430000 sec): 3 clusters
  Score: Raw -626652.504666 + Penalty 2832.820856 = -623819.683810
  nChanged 2522
		SP:Iteration 1F (132533.650000 sec): 3 clusters
  Score: Raw -628030.182636 + Penalty 2832.820856 = -625197.361780
  nChanged 427
		SP:Iteration 2F (132533.820000 sec): 3 clusters
  Score: Raw -628258.885141 + Penalty 2832.820856 = -625426.064285
  nChanged 332
		SP:Iteration 3F (132534.040000 sec): 3 clusters
  Score: Raw -628419.921056 + Penalty 2832.820856 = -625587.100200
  nChanged 266
		SP:Iteration 4Q (132534.240000 sec): 3 clusters
  Score: Raw -628545.309190 + Penalty 2832.820856 = -625712.488334
  nChanged 251
		SP:Iteration 5Q (132534.500000 sec): 3 clusters
  Score: Raw -628662.572112 + Penalty 2832.820856 = -625829.751256
  nChanged 212
		SP:Iteration 6Q (132534.650000 sec): 3 clusters
  Score: Raw -628756.283197 + Penalty 2832.820856 = -625923.462341
  nChanged 185
		SP:Iteration 7Q (132534.850000 sec): 3 clusters
  Score: Raw -628838.655951 + Penalty 2832.820856 = -626005.835095
  nChanged 168
		SP:Iteration 8Q (132535.080000 sec): 3 clusters
  Score: Raw -628922.828879 + Penalty 2832.820856 = -626090.008023
  nChanged 168
		SP:Iteration 9Q (132535.280000 sec): 3 clusters
  Score: Raw -629008.937452 + Penalty 2832.820856 = -626176.116596
  nChanged 165
		SP:Iteration 10Q (132535.510000 sec): 3 clusters
  Score: Raw -629096.412342 + Penalty 2832.820856 = -626263.591486
  nChanged 176
		SP:Iteration 11Q (132535.710000 sec): 3 clusters
  Score: Raw -629204.266711 + Penalty 2832.820856 = -626371.445855
  nChanged 162
		SP:Iteration 12Q (132535.930000 sec): 3 clusters
  Score: Raw -629332.495164 + Penalty 2832.820856 = -626499.674308
  nChanged 188
		SP:Iteration 13Q (132536.110000 sec): 3 clusters
  Score: Raw -629462.103741 + Penalty 2832.820856 = -626629.282885
  nChanged 179
		SP:Iteration 14Q (132536.290000 sec): 3 clusters
  Score: Raw -629575.449914 + Penalty 2832.820856 = -626742.629058
  nChanged 151
		SP:Iteration 15Q (132536.480000 sec): 3 clusters
  Score: Raw -629679.619454 + Penalty 2832.820856 = -626846.798598
  nChanged 142
		SP:Iteration 16Q (132536.680000 sec): 3 clusters
  Score: Raw -629777.538531 + Penalty 2832.820856 = -626944.717675
  nChanged 113
		SP:Iteration 17Q (132536.870000 sec): 3 clusters
  Score: Raw -629857.817059 + Penalty 2832.820856 = -627024.996203
  nChanged 123
		SP:Iteration 18Q (132537.120000 sec): 3 clusters
  Score: Raw -629937.965034 + Penalty 2832.820856 = -627105.144178
  nChanged 90
		SP:Iteration 19Q (132537.300000 sec): 3 clusters
  Score: Raw -629998.447889 + Penalty 2832.820856 = -627165.627033
  nChanged 92
		SP:Iteration 20F (132537.520000 sec): 3 clusters
  Score: Raw -630059.482096 + Penalty 2832.820856 = -627226.661240
  nChanged 83
		SP:Iteration 21Q (132537.740000 sec): 3 clusters
  Score: Raw -630116.091301 + Penalty 2832.820856 = -627283.270445
  nChanged 64
		SP:Iteration 22Q (132537.920000 sec): 3 clusters
  Score: Raw -630162.739622 + Penalty 2832.820856 = -627329.918766
  nChanged 52
		SP:Iteration 23Q (132538.180000 sec): 3 clusters
  Score: Raw -630197.777672 + Penalty 2832.820856 = -627364.956815
  nChanged 48
		SP:Iteration 24Q (132538.400000 sec): 3 clusters
  Score: Raw -630231.757520 + Penalty 2832.820856 = -627398.936663
  nChanged 47
		SP:Iteration 25Q (132538.630000 sec): 3 clusters
  Score: Raw -630256.311078 + Penalty 2832.820856 = -627423.490222
  nChanged 30
		SP:Iteration 26Q (132538.800000 sec): 3 clusters
  Score: Raw -630271.686615 + Penalty 2832.820856 = -627438.865758
  nChanged 22
		SP:Iteration 27Q (132539.040000 sec): 3 clusters
  Score: Raw -630284.449373 + Penalty 2832.820856 = -627451.628517
  nChanged 25
		SP:Iteration 28Q (132539.260000 sec): 3 clusters
  Score: Raw -630296.654427 + Penalty 2832.820856 = -627463.833570
  nChanged 16
		SP:Iteration 29Q (132539.420000 sec): 3 clusters
  Score: Raw -630304.801500 + Penalty 2832.820856 = -627471.980643
  nChanged 12
		SP:Iteration 30Q (132539.660000 sec): 3 clusters
  Score: Raw -630310.427321 + Penalty 2832.820856 = -627477.606465
  nChanged 7
		SP:Iteration 31Q (132539.890000 sec): 3 clusters
  Score: Raw -630313.453580 + Penalty 2832.820856 = -627480.632724
  nChanged 2
		SP:Iteration 32Q (132540.080000 sec): 3 clusters
  Score: Raw -630314.565348 + Penalty 2832.820856 = -627481.744492
  nChanged 2
		SP:Iteration 33Q (132540.290000 sec): 3 clusters
  Score: Raw -630314.944158 + Penalty 2832.820856 = -627482.123302
  nChanged 0
		SP:Iteration 34F (132540.500000 sec): 3 clusters
  Score: Raw -630314.944158 + Penalty 2832.820856 = -627482.123302
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132540.610000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132540.790000 sec): 3 clusters
  Score: Raw -49462.140931 + Penalty 2003.077311 = -47459.063620
  nChanged 104
		SP:Iteration 1F (132540.940000 sec): 3 clusters
  Score: Raw -49586.484780 + Penalty 2003.077311 = -47583.407468
  nChanged 17
		SP:Iteration 2Q (132541.110000 sec): 3 clusters
  Score: Raw -49615.875362 + Penalty 2003.077311 = -47612.798050
  nChanged 17
		SP:Iteration 3Q (132541.310000 sec): 3 clusters
  Score: Raw -49652.040024 + Penalty 2003.077311 = -47648.962713
  nChanged 7
		SP:Iteration 4Q (132541.470000 sec): 3 clusters
  Score: Raw -49661.382674 + Penalty 2003.077311 = -47658.305363
  nChanged 3
		SP:Iteration 5Q (132541.660000 sec): 3 clusters
  Score: Raw -49667.516359 + Penalty 2003.077311 = -47664.439048
  nChanged 1
		SP:Iteration 6Q (132541.870000 sec): 3 clusters
  Score: Raw -49670.181519 + Penalty 2003.077311 = -47667.104207
  nChanged 1
		SP:Iteration 7Q (132542.090000 sec): 3 clusters
  Score: Raw -49671.370035 + Penalty 2003.077311 = -47668.292723
  nChanged 1
		SP:Iteration 8Q (132542.230000 sec): 3 clusters
  Score: Raw -49673.541137 + Penalty 2003.077311 = -47670.463826
  nChanged 2
		SP:Iteration 9Q (132542.410000 sec): 3 clusters
  Score: Raw -49678.378878 + Penalty 2003.077311 = -47675.301566
  nChanged 0
		SP:Iteration 10F (132542.590000 sec): 3 clusters
  Score: Raw -49678.378878 + Penalty 2003.077311 = -47675.301566
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132542.700000 sec): 2 clusters
  Score: Raw -435372.349499 + Penalty 1358.853514 = -434013.495985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132542.980000 sec): 3 clusters
  Score: Raw -433145.663597 + Penalty 2717.707027 = -430427.956570
  nChanged 1706
		SP:Iteration 1F (132543.150000 sec): 3 clusters
  Score: Raw -434210.277687 + Penalty 2717.707027 = -431492.570660
  nChanged 342
		SP:Iteration 2F (132543.350000 sec): 3 clusters
  Score: Raw -434409.671796 + Penalty 2717.707027 = -431691.964769
  nChanged 241
		SP:Iteration 3F (132543.540000 sec): 3 clusters
  Score: Raw -434536.105564 + Penalty 2717.707027 = -431818.398536
  nChanged 161
		SP:Iteration 4Q (132543.700000 sec): 3 clusters
  Score: Raw -434623.635406 + Penalty 2717.707027 = -431905.928379
  nChanged 126
		SP:Iteration 5Q (132543.850000 sec): 3 clusters
  Score: Raw -434682.304949 + Penalty 2717.707027 = -431964.597922
  nChanged 114
		SP:Iteration 6Q (132544.040000 sec): 3 clusters
  Score: Raw -434742.317301 + Penalty 2717.707027 = -432024.610273
  nChanged 112
		SP:Iteration 7Q (132544.280000 sec): 3 clusters
  Score: Raw -434809.939416 + Penalty 2717.707027 = -432092.232388
  nChanged 108
		SP:Iteration 8Q (132544.540000 sec): 3 clusters
  Score: Raw -434874.020545 + Penalty 2717.707027 = -432156.313517
  nChanged 106
		SP:Iteration 9Q (132544.740000 sec): 3 clusters
  Score: Raw -434929.143973 + Penalty 2717.707027 = -432211.436946
  nChanged 93
		SP:Iteration 10Q (132544.920000 sec): 3 clusters
  Score: Raw -434980.265670 + Penalty 2717.707027 = -432262.558643
  nChanged 101
		SP:Iteration 11Q (132545.100000 sec): 3 clusters
  Score: Raw -435041.591878 + Penalty 2717.707027 = -432323.884851
  nChanged 109
		SP:Iteration 12Q (132545.320000 sec): 3 clusters
  Score: Raw -435134.621865 + Penalty 2717.707027 = -432416.914837
  nChanged 120
		SP:Iteration 13Q (132545.490000 sec): 3 clusters
  Score: Raw -435233.983253 + Penalty 2717.707027 = -432516.276226
  nChanged 124
		SP:Iteration 14Q (132545.700000 sec): 3 clusters
  Score: Raw -435336.053616 + Penalty 2717.707027 = -432618.346589
  nChanged 101
		SP:Iteration 15Q (132545.880000 sec): 3 clusters
  Score: Raw -435422.741655 + Penalty 2717.707027 = -432705.034628
  nChanged 98
		SP:Iteration 16Q (132546.060000 sec): 3 clusters
  Score: Raw -435498.119303 + Penalty 2717.707027 = -432780.412275
  nChanged 80
		SP:Iteration 17Q (132546.200000 sec): 3 clusters
  Score: Raw -435555.954582 + Penalty 2717.707027 = -432838.247554
  nChanged 63
		SP:Iteration 18Q (132546.410000 sec): 3 clusters
  Score: Raw -435606.987055 + Penalty 2717.707027 = -432889.280027
  nChanged 57
		SP:Iteration 19Q (132546.620000 sec): 3 clusters
  Score: Raw -435651.018729 + Penalty 2717.707027 = -432933.311702
  nChanged 57
		SP:Iteration 20F (132546.800000 sec): 3 clusters
  Score: Raw -435686.642584 + Penalty 2717.707027 = -432968.935557
  nChanged 51
		SP:Iteration 21Q (132547.020000 sec): 3 clusters
  Score: Raw -435719.262751 + Penalty 2717.707027 = -433001.555723
  nChanged 43
		SP:Iteration 22Q (132547.210000 sec): 3 clusters
  Score: Raw -435740.268501 + Penalty 2717.707027 = -433022.561473
  nChanged 30
		SP:Iteration 23Q (132547.460000 sec): 3 clusters
  Score: Raw -435755.816803 + Penalty 2717.707027 = -433038.109776
  nChanged 25
		SP:Iteration 24Q (132547.630000 sec): 3 clusters
  Score: Raw -435770.859163 + Penalty 2717.707027 = -433053.152135
  nChanged 30
		SP:Iteration 25Q (132547.830000 sec): 3 clusters
  Score: Raw -435788.178340 + Penalty 2717.707027 = -433070.471312
  nChanged 20
		SP:Iteration 26Q (132548.000000 sec): 3 clusters
  Score: Raw -435799.661271 + Penalty 2717.707027 = -433081.954244
  nChanged 16
		SP:Iteration 27Q (132548.210000 sec): 3 clusters
  Score: Raw -435808.311382 + Penalty 2717.707027 = -433090.604354
  nChanged 7
		SP:Iteration 28Q (132548.390000 sec): 3 clusters
  Score: Raw -435811.934001 + Penalty 2717.707027 = -433094.226973
  nChanged 7
		SP:Iteration 29Q (132548.600000 sec): 3 clusters
  Score: Raw -435814.999124 + Penalty 2717.707027 = -433097.292097
  nChanged 4
		SP:Iteration 30Q (132548.790000 sec): 3 clusters
  Score: Raw -435816.259542 + Penalty 2717.707027 = -433098.552515
  nChanged 6
		SP:Iteration 31Q (132548.990000 sec): 3 clusters
  Score: Raw -435818.512101 + Penalty 2717.707027 = -433100.805073
  nChanged 2
		SP:Iteration 32Q (132549.180000 sec): 3 clusters
  Score: Raw -435819.269300 + Penalty 2717.707027 = -433101.562272
  nChanged 2
		SP:Iteration 33Q (132549.360000 sec): 3 clusters
  Score: Raw -435819.588768 + Penalty 2717.707027 = -433101.881740
  nChanged 1
		SP:Iteration 34Q (132549.540000 sec): 3 clusters
  Score: Raw -435819.860331 + Penalty 2717.707027 = -433102.153304
  nChanged 0
		SP:Iteration 35F (132549.730000 sec): 3 clusters
  Score: Raw -435819.860331 + Penalty 2717.707027 = -433102.153304
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132549.890000 sec): 2 clusters
  Score: Raw -292914.207613 + Penalty 1294.005710 = -291620.201903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132550.100000 sec): 3 clusters
  Score: Raw -291571.551180 + Penalty 2588.011419 = -288983.539761
  nChanged 1071
		SP:Iteration 1F (132550.280000 sec): 3 clusters
  Score: Raw -292217.315583 + Penalty 2588.011419 = -289629.304164
  nChanged 226
		SP:Iteration 2F (132550.510000 sec): 3 clusters
  Score: Raw -292352.754450 + Penalty 2588.011419 = -289764.743031
  nChanged 145
		SP:Iteration 3F (132550.690000 sec): 3 clusters
  Score: Raw -292431.400673 + Penalty 2588.011419 = -289843.389254
  nChanged 101
		SP:Iteration 4Q (132550.870000 sec): 3 clusters
  Score: Raw -292484.533407 + Penalty 2588.011419 = -289896.521988
  nChanged 81
		SP:Iteration 5Q (132551.070000 sec): 3 clusters
  Score: Raw -292527.681536 + Penalty 2588.011419 = -289939.670117
  nChanged 62
		SP:Iteration 6Q (132551.290000 sec): 3 clusters
  Score: Raw -292554.039183 + Penalty 2588.011419 = -289966.027764
  nChanged 47
		SP:Iteration 7Q (132551.460000 sec): 3 clusters
  Score: Raw -292576.181217 + Penalty 2588.011419 = -289988.169798
  nChanged 37
		SP:Iteration 8Q (132551.610000 sec): 3 clusters
  Score: Raw -292592.025739 + Penalty 2588.011419 = -290004.014320
  nChanged 28
		SP:Iteration 9Q (132551.870000 sec): 3 clusters
  Score: Raw -292600.459845 + Penalty 2588.011419 = -290012.448426
  nChanged 28
		SP:Iteration 10Q (132552.030000 sec): 3 clusters
  Score: Raw -292612.502524 + Penalty 2588.011419 = -290024.491105
  nChanged 30
		SP:Iteration 11Q (132552.230000 sec): 3 clusters
  Score: Raw -292622.130479 + Penalty 2588.011419 = -290034.119060
  nChanged 17
		SP:Iteration 12Q (132552.450000 sec): 3 clusters
  Score: Raw -292626.893140 + Penalty 2588.011419 = -290038.881721
  nChanged 19
		SP:Iteration 13Q (132552.620000 sec): 3 clusters
  Score: Raw -292633.825968 + Penalty 2588.011419 = -290045.814548
  nChanged 12
		SP:Iteration 14Q (132552.830000 sec): 3 clusters
  Score: Raw -292637.744007 + Penalty 2588.011419 = -290049.732588
  nChanged 12
		SP:Iteration 15Q (132553.070000 sec): 3 clusters
  Score: Raw -292642.536224 + Penalty 2588.011419 = -290054.524805
  nChanged 10
		SP:Iteration 16Q (132553.290000 sec): 3 clusters
  Score: Raw -292645.494532 + Penalty 2588.011419 = -290057.483112
  nChanged 16
		SP:Iteration 17Q (132553.470000 sec): 3 clusters
  Score: Raw -292649.176715 + Penalty 2588.011419 = -290061.165296
  nChanged 8
		SP:Iteration 18Q (132553.660000 sec): 3 clusters
  Score: Raw -292651.761167 + Penalty 2588.011419 = -290063.749748
  nChanged 9
		SP:Iteration 19Q (132553.830000 sec): 3 clusters
  Score: Raw -292654.411583 + Penalty 2588.011419 = -290066.400164
  nChanged 9
		SP:Iteration 20F (132554.010000 sec): 3 clusters
  Score: Raw -292657.155005 + Penalty 2588.011419 = -290069.143585
  nChanged 4
		SP:Iteration 21Q (132554.210000 sec): 3 clusters
  Score: Raw -292658.095248 + Penalty 2588.011419 = -290070.083829
  nChanged 4
		SP:Iteration 22Q (132554.420000 sec): 3 clusters
  Score: Raw -292659.328010 + Penalty 2588.011419 = -290071.316590
  nChanged 8
		SP:Iteration 23Q (132554.570000 sec): 3 clusters
  Score: Raw -292661.196121 + Penalty 2588.011419 = -290073.184702
  nChanged 2
		SP:Iteration 24Q (132554.770000 sec): 3 clusters
  Score: Raw -292661.501888 + Penalty 2588.011419 = -290073.490469
  nChanged 2
		SP:Iteration 25Q (132554.980000 sec): 3 clusters
  Score: Raw -292662.034049 + Penalty 2588.011419 = -290074.022630
  nChanged 4
		SP:Iteration 26Q (132555.140000 sec): 3 clusters
  Score: Raw -292663.021889 + Penalty 2588.011419 = -290075.010470
  nChanged 4
		SP:Iteration 27Q (132555.340000 sec): 3 clusters
  Score: Raw -292663.892127 + Penalty 2588.011419 = -290075.880708
  nChanged 3
		SP:Iteration 28Q (132555.550000 sec): 3 clusters
  Score: Raw -292664.546407 + Penalty 2588.011419 = -290076.534988
  nChanged 2
		SP:Iteration 29Q (132555.780000 sec): 3 clusters
  Score: Raw -292664.900598 + Penalty 2588.011419 = -290076.889179
  nChanged 1
		SP:Iteration 30Q (132556.020000 sec): 3 clusters
  Score: Raw -292665.351484 + Penalty 2588.011419 = -290077.340065
  nChanged 4
		SP:Iteration 31Q (132556.250000 sec): 3 clusters
  Score: Raw -292666.447629 + Penalty 2588.011419 = -290078.436210
  nChanged 2
		SP:Iteration 32Q (132556.440000 sec): 3 clusters
  Score: Raw -292666.913028 + Penalty 2588.011419 = -290078.901609
  nChanged 1
		SP:Iteration 33Q (132556.610000 sec): 3 clusters
  Score: Raw -292667.764299 + Penalty 2588.011419 = -290079.752880
  nChanged 1
		SP:Iteration 34Q (132556.800000 sec): 3 clusters
  Score: Raw -292667.966937 + Penalty 2588.011419 = -290079.955517
  nChanged 0
		SP:Iteration 35F (132556.990000 sec): 3 clusters
  Score: Raw -292667.966937 + Penalty 2588.011419 = -290079.955517
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132557.160000 sec): 2 clusters
  Score: Raw -662243.142580 + Penalty 1441.688016 = -660801.454565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132557.370000 sec): 3 clusters
  Score: Raw -658367.273450 + Penalty 2883.376032 = -655483.897419
  nChanged 3028
		SP:Iteration 1F (132557.600000 sec): 3 clusters
  Score: Raw -660273.026995 + Penalty 2883.376032 = -657389.650963
  nChanged 610
		SP:Iteration 2F (132557.810000 sec): 3 clusters
  Score: Raw -660695.088435 + Penalty 2883.376032 = -657811.712403
  nChanged 498
		SP:Iteration 3F (132558.050000 sec): 3 clusters
  Score: Raw -661006.886971 + Penalty 2883.376032 = -658123.510939
  nChanged 411
		SP:Iteration 4F (132558.250000 sec): 3 clusters
  Score: Raw -661267.820488 + Penalty 2883.376032 = -658384.444456
  nChanged 353
		SP:Iteration 5Q (132558.490000 sec): 3 clusters
  Score: Raw -661502.285242 + Penalty 2883.376032 = -658618.909211
  nChanged 303
		SP:Iteration 6Q (132558.660000 sec): 3 clusters
  Score: Raw -661697.933307 + Penalty 2883.376032 = -658814.557275
  nChanged 256
		SP:Iteration 7Q (132558.890000 sec): 3 clusters
  Score: Raw -661866.101773 + Penalty 2883.376032 = -658982.725741
  nChanged 270
		SP:Iteration 8Q (132559.070000 sec): 3 clusters
  Score: Raw -662035.201619 + Penalty 2883.376032 = -659151.825587
  nChanged 232
		SP:Iteration 9Q (132559.300000 sec): 3 clusters
  Score: Raw -662156.518888 + Penalty 2883.376032 = -659273.142856
  nChanged 192
		SP:Iteration 10Q (132559.550000 sec): 3 clusters
  Score: Raw -662253.769616 + Penalty 2883.376032 = -659370.393585
  nChanged 155
		SP:Iteration 11Q (132559.810000 sec): 3 clusters
  Score: Raw -662326.421392 + Penalty 2883.376032 = -659443.045360
  nChanged 143
		SP:Iteration 12Q (132560.010000 sec): 3 clusters
  Score: Raw -662392.947921 + Penalty 2883.376032 = -659509.571889
  nChanged 126
		SP:Iteration 13Q (132560.240000 sec): 3 clusters
  Score: Raw -662442.411717 + Penalty 2883.376032 = -659559.035685
  nChanged 91
		SP:Iteration 14Q (132560.480000 sec): 3 clusters
  Score: Raw -662479.199426 + Penalty 2883.376032 = -659595.823394
  nChanged 90
		SP:Iteration 15Q (132560.720000 sec): 3 clusters
  Score: Raw -662514.949476 + Penalty 2883.376032 = -659631.573444
  nChanged 94
		SP:Iteration 16Q (132560.940000 sec): 3 clusters
  Score: Raw -662550.170910 + Penalty 2883.376032 = -659666.794879
  nChanged 74
		SP:Iteration 17Q (132561.170000 sec): 3 clusters
  Score: Raw -662575.237603 + Penalty 2883.376032 = -659691.861572
  nChanged 73
		SP:Iteration 18Q (132561.420000 sec): 3 clusters
  Score: Raw -662598.806449 + Penalty 2883.376032 = -659715.430417
  nChanged 64
		SP:Iteration 19Q (132561.680000 sec): 3 clusters
  Score: Raw -662613.241025 + Penalty 2883.376032 = -659729.864993
  nChanged 48
		SP:Iteration 20F (132561.900000 sec): 3 clusters
  Score: Raw -662625.444005 + Penalty 2883.376032 = -659742.067974
  nChanged 51
		SP:Iteration 21Q (132562.130000 sec): 3 clusters
  Score: Raw -662640.996403 + Penalty 2883.376032 = -659757.620371
  nChanged 45
		SP:Iteration 22Q (132562.390000 sec): 3 clusters
  Score: Raw -662655.404865 + Penalty 2883.376032 = -659772.028833
  nChanged 45
		SP:Iteration 23Q (132562.570000 sec): 3 clusters
  Score: Raw -662670.388766 + Penalty 2883.376032 = -659787.012734
  nChanged 47
		SP:Iteration 24Q (132562.860000 sec): 3 clusters
  Score: Raw -662683.999688 + Penalty 2883.376032 = -659800.623656
  nChanged 44
		SP:Iteration 25Q (132563.030000 sec): 3 clusters
  Score: Raw -662694.159082 + Penalty 2883.376032 = -659810.783050
  nChanged 45
		SP:Iteration 26Q (132563.280000 sec): 3 clusters
  Score: Raw -662704.426805 + Penalty 2883.376032 = -659821.050773
  nChanged 44
		SP:Iteration 27Q (132563.480000 sec): 3 clusters
  Score: Raw -662716.596309 + Penalty 2883.376032 = -659833.220278
  nChanged 54
		SP:Iteration 28Q (132563.710000 sec): 3 clusters
  Score: Raw -662731.003592 + Penalty 2883.376032 = -659847.627561
  nChanged 50
		SP:Iteration 29Q (132563.940000 sec): 3 clusters
  Score: Raw -662744.331577 + Penalty 2883.376032 = -659860.955545
  nChanged 42
		SP:Iteration 30Q (132564.130000 sec): 3 clusters
  Score: Raw -662755.926579 + Penalty 2883.376032 = -659872.550548
  nChanged 35
		SP:Iteration 31Q (132564.320000 sec): 3 clusters
  Score: Raw -662763.873254 + Penalty 2883.376032 = -659880.497222
  nChanged 27
		SP:Iteration 32Q (132564.500000 sec): 3 clusters
  Score: Raw -662769.616581 + Penalty 2883.376032 = -659886.240550
  nChanged 23
		SP:Iteration 33Q (132564.700000 sec): 3 clusters
  Score: Raw -662774.867483 + Penalty 2883.376032 = -659891.491452
  nChanged 32
		SP:Iteration 34Q (132564.920000 sec): 3 clusters
  Score: Raw -662782.087521 + Penalty 2883.376032 = -659898.711489
  nChanged 31
		SP:Iteration 35Q (132565.110000 sec): 3 clusters
  Score: Raw -662787.660180 + Penalty 2883.376032 = -659904.284149
  nChanged 23
		SP:Iteration 36Q (132565.360000 sec): 3 clusters
  Score: Raw -662791.315243 + Penalty 2883.376032 = -659907.939212
  nChanged 13
		SP:Iteration 37Q (132565.550000 sec): 3 clusters
  Score: Raw -662794.064337 + Penalty 2883.376032 = -659910.688305
  nChanged 21
		SP:Iteration 38Q (132565.710000 sec): 3 clusters
  Score: Raw -662799.017722 + Penalty 2883.376032 = -659915.641690
  nChanged 26
		SP:Iteration 39Q (132565.870000 sec): 3 clusters
  Score: Raw -662804.192377 + Penalty 2883.376032 = -659920.816345
  nChanged 19
		SP:Iteration 40F (132566.030000 sec): 3 clusters
  Score: Raw -662807.970125 + Penalty 2883.376032 = -659924.594093
  nChanged 20
		SP:Iteration 41Q (132566.260000 sec): 3 clusters
  Score: Raw -662811.675842 + Penalty 2883.376032 = -659928.299810
  nChanged 20
		SP:Iteration 42Q (132566.500000 sec): 3 clusters
  Score: Raw -662815.608032 + Penalty 2883.376032 = -659932.232000
  nChanged 17
		SP:Iteration 43Q (132566.750000 sec): 3 clusters
  Score: Raw -662818.837550 + Penalty 2883.376032 = -659935.461519
  nChanged 13
		SP:Iteration 44Q (132566.930000 sec): 3 clusters
  Score: Raw -662821.706233 + Penalty 2883.376032 = -659938.330201
  nChanged 11
		SP:Iteration 45Q (132567.190000 sec): 3 clusters
  Score: Raw -662824.233099 + Penalty 2883.376032 = -659940.857067
  nChanged 15
		SP:Iteration 46Q (132567.440000 sec): 3 clusters
  Score: Raw -662826.333179 + Penalty 2883.376032 = -659942.957147
  nChanged 10
		SP:Iteration 47Q (132567.650000 sec): 3 clusters
  Score: Raw -662828.799580 + Penalty 2883.376032 = -659945.423548
  nChanged 19
		SP:Iteration 48Q (132567.840000 sec): 3 clusters
  Score: Raw -662833.379079 + Penalty 2883.376032 = -659950.003047
  nChanged 18
		SP:Iteration 49Q (132568.090000 sec): 3 clusters
  Score: Raw -662837.848057 + Penalty 2883.376032 = -659954.472026
  nChanged 17
		SP:Iteration 50Q (132568.280000 sec): 3 clusters
  Score: Raw -662843.559940 + Penalty 2883.376032 = -659960.183908
  nChanged 23
		SP:Iteration 51Q (132568.450000 sec): 3 clusters
  Score: Raw -662852.910144 + Penalty 2883.376032 = -659969.534112
  nChanged 33
		SP:Iteration 52Q (132568.700000 sec): 3 clusters
  Score: Raw -662865.734962 + Penalty 2883.376032 = -659982.358930
  nChanged 38
		SP:Iteration 53Q (132568.890000 sec): 3 clusters
  Score: Raw -662879.557232 + Penalty 2883.376032 = -659996.181201
  nChanged 44
		SP:Iteration 54Q (132569.110000 sec): 3 clusters
  Score: Raw -662895.119971 + Penalty 2883.376032 = -660011.743939
  nChanged 42
		SP:Iteration 55Q (132569.280000 sec): 3 clusters
  Score: Raw -662909.845795 + Penalty 2883.376032 = -660026.469763
  nChanged 44
		SP:Iteration 56Q (132569.450000 sec): 3 clusters
  Score: Raw -662919.971211 + Penalty 2883.376032 = -660036.595180
  nChanged 32
		SP:Iteration 57Q (132569.650000 sec): 3 clusters
  Score: Raw -662927.249825 + Penalty 2883.376032 = -660043.873793
  nChanged 30
		SP:Iteration 58Q (132569.850000 sec): 3 clusters
  Score: Raw -662934.657185 + Penalty 2883.376032 = -660051.281153
  nChanged 25
		SP:Iteration 59Q (132570.090000 sec): 3 clusters
  Score: Raw -662940.882774 + Penalty 2883.376032 = -660057.506742
  nChanged 21
		SP:Iteration 60F (132570.310000 sec): 3 clusters
  Score: Raw -662945.423449 + Penalty 2883.376032 = -660062.047417
  nChanged 24
		SP:Iteration 61Q (132570.510000 sec): 3 clusters
  Score: Raw -662951.291784 + Penalty 2883.376032 = -660067.915752
  nChanged 30
		SP:Iteration 62Q (132570.740000 sec): 3 clusters
  Score: Raw -662958.042156 + Penalty 2883.376032 = -660074.666125
  nChanged 25
		SP:Iteration 63Q (132570.930000 sec): 3 clusters
  Score: Raw -662963.691097 + Penalty 2883.376032 = -660080.315065
  nChanged 32
		SP:Iteration 64Q (132571.100000 sec): 3 clusters
  Score: Raw -662970.871927 + Penalty 2883.376032 = -660087.495896
  nChanged 20
		SP:Iteration 65Q (132571.320000 sec): 3 clusters
  Score: Raw -662976.937281 + Penalty 2883.376032 = -660093.561249
  nChanged 24
		SP:Iteration 66Q (132571.500000 sec): 3 clusters
  Score: Raw -662982.351403 + Penalty 2883.376032 = -660098.975371
  nChanged 25
		SP:Iteration 67Q (132571.740000 sec): 3 clusters
  Score: Raw -662987.765701 + Penalty 2883.376032 = -660104.389669
  nChanged 22
		SP:Iteration 68Q (132571.930000 sec): 3 clusters
  Score: Raw -662993.392747 + Penalty 2883.376032 = -660110.016715
  nChanged 17
		SP:Iteration 69Q (132572.100000 sec): 3 clusters
  Score: Raw -662997.614036 + Penalty 2883.376032 = -660114.238004
  nChanged 21
		SP:Iteration 70Q (132572.290000 sec): 3 clusters
  Score: Raw -663002.203509 + Penalty 2883.376032 = -660118.827477
  nChanged 29
		SP:Iteration 71Q (132572.530000 sec): 3 clusters
  Score: Raw -663009.302349 + Penalty 2883.376032 = -660125.926317
  nChanged 26
		SP:Iteration 72Q (132572.750000 sec): 3 clusters
  Score: Raw -663015.722322 + Penalty 2883.376032 = -660132.346290
  nChanged 22
		SP:Iteration 73Q (132572.950000 sec): 3 clusters
  Score: Raw -663021.243598 + Penalty 2883.376032 = -660137.867566
  nChanged 25
		SP:Iteration 74Q (132573.150000 sec): 3 clusters
  Score: Raw -663027.868673 + Penalty 2883.376032 = -660144.492641
  nChanged 27
		SP:Iteration 75Q (132573.350000 sec): 3 clusters
  Score: Raw -663033.937757 + Penalty 2883.376032 = -660150.561725
  nChanged 17
		SP:Iteration 76Q (132573.570000 sec): 3 clusters
  Score: Raw -663037.837904 + Penalty 2883.376032 = -660154.461872
  nChanged 16
		SP:Iteration 77Q (132573.760000 sec): 3 clusters
  Score: Raw -663041.395749 + Penalty 2883.376032 = -660158.019717
  nChanged 17
		SP:Iteration 78Q (132573.970000 sec): 3 clusters
  Score: Raw -663045.131901 + Penalty 2883.376032 = -660161.755870
  nChanged 11
		SP:Iteration 79Q (132574.150000 sec): 3 clusters
  Score: Raw -663047.013219 + Penalty 2883.376032 = -660163.637187
  nChanged 12
		SP:Iteration 80F (132574.340000 sec): 3 clusters
  Score: Raw -663048.655942 + Penalty 2883.376032 = -660165.279910
  nChanged 6
		SP:Iteration 81Q (132574.610000 sec): 3 clusters
  Score: Raw -663049.743076 + Penalty 2883.376032 = -660166.367044
  nChanged 4
		SP:Iteration 82Q (132574.810000 sec): 3 clusters
  Score: Raw -663050.444161 + Penalty 2883.376032 = -660167.068129
  nChanged 9
		SP:Iteration 83Q (132574.990000 sec): 3 clusters
  Score: Raw -663053.148177 + Penalty 2883.376032 = -660169.772146
  nChanged 11
		SP:Iteration 84Q (132575.200000 sec): 3 clusters
  Score: Raw -663055.434093 + Penalty 2883.376032 = -660172.058062
  nChanged 8
		SP:Iteration 85Q (132575.400000 sec): 3 clusters
  Score: Raw -663057.370342 + Penalty 2883.376032 = -660173.994311
  nChanged 7
		SP:Iteration 86Q (132575.600000 sec): 3 clusters
  Score: Raw -663058.388035 + Penalty 2883.376032 = -660175.012003
  nChanged 8
		SP:Iteration 87Q (132575.840000 sec): 3 clusters
  Score: Raw -663059.827122 + Penalty 2883.376032 = -660176.451090
  nChanged 7
		SP:Iteration 88Q (132576.030000 sec): 3 clusters
  Score: Raw -663061.588014 + Penalty 2883.376032 = -660178.211982
  nChanged 7
		SP:Iteration 89Q (132576.220000 sec): 3 clusters
  Score: Raw -663062.943397 + Penalty 2883.376032 = -660179.567365
  nChanged 7
		SP:Iteration 90Q (132576.440000 sec): 3 clusters
  Score: Raw -663064.240667 + Penalty 2883.376032 = -660180.864636
  nChanged 9
		SP:Iteration 91Q (132576.660000 sec): 3 clusters
  Score: Raw -663065.660904 + Penalty 2883.376032 = -660182.284872
  nChanged 5
		SP:Iteration 92Q (132576.870000 sec): 3 clusters
  Score: Raw -663066.422450 + Penalty 2883.376032 = -660183.046419
  nChanged 6
		SP:Iteration 93Q (132577.030000 sec): 3 clusters
  Score: Raw -663067.271446 + Penalty 2883.376032 = -660183.895414
  nChanged 4
		SP:Iteration 94Q (132577.260000 sec): 3 clusters
  Score: Raw -663067.866634 + Penalty 2883.376032 = -660184.490602
  nChanged 2
		SP:Iteration 95Q (132577.480000 sec): 3 clusters
  Score: Raw -663068.874579 + Penalty 2883.376032 = -660185.498548
  nChanged 5
		SP:Iteration 96Q (132577.640000 sec): 3 clusters
  Score: Raw -663070.374755 + Penalty 2883.376032 = -660186.998724
  nChanged 7
		SP:Iteration 97Q (132577.860000 sec): 3 clusters
  Score: Raw -663071.500870 + Penalty 2883.376032 = -660188.124838
  nChanged 7
		SP:Iteration 98Q (132578.090000 sec): 3 clusters
  Score: Raw -663073.535969 + Penalty 2883.376032 = -660190.159937
  nChanged 6
		SP:Iteration 99Q (132578.350000 sec): 3 clusters
  Score: Raw -663075.215806 + Penalty 2883.376032 = -660191.839774
  nChanged 6
		SP:Iteration 100F (132578.520000 sec): 3 clusters
  Score: Raw -663076.392388 + Penalty 2883.376032 = -660193.016356
  nChanged 13
		SP:Iteration 101Q (132578.740000 sec): 3 clusters
  Score: Raw -663079.364461 + Penalty 2883.376032 = -660195.988429
  nChanged 10
		SP:Iteration 102Q (132578.960000 sec): 3 clusters
  Score: Raw -663081.123543 + Penalty 2883.376032 = -660197.747511
  nChanged 9
		SP:Iteration 103Q (132579.170000 sec): 3 clusters
  Score: Raw -663082.576581 + Penalty 2883.376032 = -660199.200549
  nChanged 7
		SP:Iteration 104Q (132579.400000 sec): 3 clusters
  Score: Raw -663084.093341 + Penalty 2883.376032 = -660200.717309
  nChanged 5
		SP:Iteration 105Q (132579.640000 sec): 3 clusters
  Score: Raw -663084.695169 + Penalty 2883.376032 = -660201.319137
  nChanged 0
		SP:Iteration 106F (132579.880000 sec): 3 clusters
  Score: Raw -663084.695169 + Penalty 2883.376032 = -660201.319137
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132579.980000 sec): 2 clusters
  Score: Raw -159164.431103 + Penalty 1187.964401 = -157976.466702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132580.180000 sec): 3 clusters
  Score: Raw -158566.555276 + Penalty 2375.928802 = -156190.626474
  nChanged 508
		SP:Iteration 1F (132580.400000 sec): 3 clusters
  Score: Raw -158966.498919 + Penalty 2375.928802 = -156590.570117
  nChanged 129
		SP:Iteration 2F (132580.580000 sec): 3 clusters
  Score: Raw -159088.242189 + Penalty 2375.928802 = -156712.313387
  nChanged 73
		SP:Iteration 3Q (132580.750000 sec): 3 clusters
  Score: Raw -159160.250620 + Penalty 2375.928802 = -156784.321818
  nChanged 53
		SP:Iteration 4Q (132580.960000 sec): 3 clusters
  Score: Raw -159214.739394 + Penalty 2375.928802 = -156838.810593
  nChanged 43
		SP:Iteration 5Q (132581.130000 sec): 3 clusters
  Score: Raw -159255.780936 + Penalty 2375.928802 = -156879.852134
  nChanged 35
		SP:Iteration 6Q (132581.320000 sec): 3 clusters
  Score: Raw -159280.563522 + Penalty 2375.928802 = -156904.634721
  nChanged 24
		SP:Iteration 7Q (132581.480000 sec): 3 clusters
  Score: Raw -159298.944611 + Penalty 2375.928802 = -156923.015809
  nChanged 28
		SP:Iteration 8Q (132581.700000 sec): 3 clusters
  Score: Raw -159324.295371 + Penalty 2375.928802 = -156948.366570
  nChanged 25
		SP:Iteration 9Q (132581.930000 sec): 3 clusters
  Score: Raw -159339.721904 + Penalty 2375.928802 = -156963.793103
  nChanged 16
		SP:Iteration 10Q (132582.120000 sec): 3 clusters
  Score: Raw -159348.426626 + Penalty 2375.928802 = -156972.497824
  nChanged 9
		SP:Iteration 11Q (132582.310000 sec): 3 clusters
  Score: Raw -159353.420926 + Penalty 2375.928802 = -156977.492124
  nChanged 3
		SP:Iteration 12Q (132582.520000 sec): 3 clusters
  Score: Raw -159355.426807 + Penalty 2375.928802 = -156979.498006
  nChanged 1
		SP:Iteration 13Q (132582.700000 sec): 3 clusters
  Score: Raw -159355.724305 + Penalty 2375.928802 = -156979.795503
  nChanged 1
		SP:Iteration 14Q (132582.870000 sec): 3 clusters
  Score: Raw -159356.248204 + Penalty 2375.928802 = -156980.319403
  nChanged 1
		SP:Iteration 15Q (132583.110000 sec): 3 clusters
  Score: Raw -159356.818109 + Penalty 2375.928802 = -156980.889308
  nChanged 2
		SP:Iteration 16Q (132583.270000 sec): 3 clusters
  Score: Raw -159359.308499 + Penalty 2375.928802 = -156983.379698
  nChanged 5
		SP:Iteration 17Q (132583.410000 sec): 3 clusters
  Score: Raw -159361.129003 + Penalty 2375.928802 = -156985.200201
  nChanged 3
		SP:Iteration 18Q (132583.620000 sec): 3 clusters
  Score: Raw -159362.830725 + Penalty 2375.928802 = -156986.901924
  nChanged 3
		SP:Iteration 19Q (132583.800000 sec): 3 clusters
  Score: Raw -159364.383866 + Penalty 2375.928802 = -156988.455065
  nChanged 3
		SP:Iteration 20F (132584.000000 sec): 3 clusters
  Score: Raw -159365.473896 + Penalty 2375.928802 = -156989.545095
  nChanged 2
		SP:Iteration 21Q (132584.140000 sec): 3 clusters
  Score: Raw -159366.494309 + Penalty 2375.928802 = -156990.565507
  nChanged 1
		SP:Iteration 22Q (132584.340000 sec): 3 clusters
  Score: Raw -159366.651715 + Penalty 2375.928802 = -156990.722913
  nChanged 0
		SP:Iteration 23F (132584.520000 sec): 3 clusters
  Score: Raw -159366.651715 + Penalty 2375.928802 = -156990.722913
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132584.610000 sec): 2 clusters
  Score: Raw -227769.825345 + Penalty 1256.010547 = -226513.814798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132584.820000 sec): 3 clusters
  Score: Raw -226752.719287 + Penalty 2512.021094 = -224240.698193
  nChanged 840
		SP:Iteration 1F (132584.980000 sec): 3 clusters
  Score: Raw -227272.334940 + Penalty 2512.021094 = -224760.313845
  nChanged 179
		SP:Iteration 2F (132585.180000 sec): 3 clusters
  Score: Raw -227413.746498 + Penalty 2512.021094 = -224901.725404
  nChanged 132
		SP:Iteration 3F (132585.380000 sec): 3 clusters
  Score: Raw -227523.312273 + Penalty 2512.021094 = -225011.291179
  nChanged 111
		SP:Iteration 4Q (132585.600000 sec): 3 clusters
  Score: Raw -227625.498915 + Penalty 2512.021094 = -225113.477820
  nChanged 100
		SP:Iteration 5Q (132585.780000 sec): 3 clusters
  Score: Raw -227714.752610 + Penalty 2512.021094 = -225202.731516
  nChanged 96
		SP:Iteration 6Q (132586.020000 sec): 3 clusters
  Score: Raw -227801.971201 + Penalty 2512.021094 = -225289.950107
  nChanged 91
		SP:Iteration 7Q (132586.210000 sec): 3 clusters
  Score: Raw -227916.325583 + Penalty 2512.021094 = -225404.304489
  nChanged 90
		SP:Iteration 8Q (132586.410000 sec): 3 clusters
  Score: Raw -228008.946214 + Penalty 2512.021094 = -225496.925120
  nChanged 78
		SP:Iteration 9Q (132586.600000 sec): 3 clusters
  Score: Raw -228078.213723 + Penalty 2512.021094 = -225566.192629
  nChanged 85
		SP:Iteration 10Q (132586.800000 sec): 3 clusters
  Score: Raw -228158.468317 + Penalty 2512.021094 = -225646.447222
  nChanged 72
		SP:Iteration 11Q (132586.950000 sec): 3 clusters
  Score: Raw -228226.032541 + Penalty 2512.021094 = -225714.011447
  nChanged 66
		SP:Iteration 12Q (132587.140000 sec): 3 clusters
  Score: Raw -228292.944651 + Penalty 2512.021094 = -225780.923557
  nChanged 58
		SP:Iteration 13Q (132587.300000 sec): 3 clusters
  Score: Raw -228342.734825 + Penalty 2512.021094 = -225830.713731
  nChanged 43
		SP:Iteration 14Q (132587.460000 sec): 3 clusters
  Score: Raw -228379.339833 + Penalty 2512.021094 = -225867.318739
  nChanged 32
		SP:Iteration 15Q (132587.660000 sec): 3 clusters
  Score: Raw -228405.029114 + Penalty 2512.021094 = -225893.008020
  nChanged 37
		SP:Iteration 16Q (132587.830000 sec): 3 clusters
  Score: Raw -228434.489332 + Penalty 2512.021094 = -225922.468238
  nChanged 36
		SP:Iteration 17Q (132588.020000 sec): 3 clusters
  Score: Raw -228456.942151 + Penalty 2512.021094 = -225944.921057
  nChanged 27
		SP:Iteration 18Q (132588.240000 sec): 3 clusters
  Score: Raw -228472.193344 + Penalty 2512.021094 = -225960.172250
  nChanged 26
		SP:Iteration 19Q (132588.380000 sec): 3 clusters
  Score: Raw -228486.615787 + Penalty 2512.021094 = -225974.594693
  nChanged 24
		SP:Iteration 20F (132588.530000 sec): 3 clusters
  Score: Raw -228501.069825 + Penalty 2512.021094 = -225989.048731
  nChanged 32
		SP:Iteration 21Q (132588.780000 sec): 3 clusters
  Score: Raw -228525.152406 + Penalty 2512.021094 = -226013.131312
  nChanged 35
		SP:Iteration 22Q (132588.960000 sec): 3 clusters
  Score: Raw -228551.169972 + Penalty 2512.021094 = -226039.148878
  nChanged 26
		SP:Iteration 23Q (132589.170000 sec): 3 clusters
  Score: Raw -228572.208603 + Penalty 2512.021094 = -226060.187509
  nChanged 28
		SP:Iteration 24Q (132589.340000 sec): 3 clusters
  Score: Raw -228595.823907 + Penalty 2512.021094 = -226083.802812
  nChanged 26
		SP:Iteration 25Q (132589.500000 sec): 3 clusters
  Score: Raw -228617.715119 + Penalty 2512.021094 = -226105.694025
  nChanged 32
		SP:Iteration 26Q (132589.750000 sec): 3 clusters
  Score: Raw -228646.898557 + Penalty 2512.021094 = -226134.877462
  nChanged 31
		SP:Iteration 27Q (132589.900000 sec): 3 clusters
  Score: Raw -228693.215575 + Penalty 2512.021094 = -226181.194481
  nChanged 48
		SP:Iteration 28Q (132590.080000 sec): 3 clusters
  Score: Raw -228789.917669 + Penalty 2512.021094 = -226277.896575
  nChanged 48
		SP:Iteration 29Q (132590.260000 sec): 3 clusters
  Score: Raw -228914.909788 + Penalty 2512.021094 = -226402.888694
  nChanged 42
		SP:Iteration 30Q (132590.440000 sec): 3 clusters
  Score: Raw -229003.546405 + Penalty 2512.021094 = -226491.525310
  nChanged 23
		SP:Iteration 31Q (132590.640000 sec): 3 clusters
  Score: Raw -229020.195048 + Penalty 2512.021094 = -226508.173953
  nChanged 4
		SP:Iteration 32Q (132590.850000 sec): 3 clusters
  Score: Raw -229022.427515 + Penalty 2512.021094 = -226510.406420
  nChanged 2
		SP:Iteration 33Q (132591.060000 sec): 3 clusters
  Score: Raw -229023.184857 + Penalty 2512.021094 = -226511.163763
  nChanged 1
		SP:Iteration 34Q (132591.280000 sec): 3 clusters
  Score: Raw -229023.694283 + Penalty 2512.021094 = -226511.673189
  nChanged 0
		SP:Iteration 35F (132591.460000 sec): 3 clusters
  Score: Raw -229023.694283 + Penalty 2512.021094 = -226511.673189
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132591.580000 sec): 2 clusters
  Score: Raw -724647.457354 + Penalty 1430.824727 = -723216.632627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132591.790000 sec): 3 clusters
  Score: Raw -721033.079373 + Penalty 2861.649454 = -718171.429918
  nChanged 2796
		SP:Iteration 1F (132592.020000 sec): 3 clusters
  Score: Raw -722569.941211 + Penalty 2861.649454 = -719708.291757
  nChanged 453
		SP:Iteration 2F (132592.260000 sec): 3 clusters
  Score: Raw -722789.270873 + Penalty 2861.649454 = -719927.621418
  nChanged 344
		SP:Iteration 3F (132592.450000 sec): 3 clusters
  Score: Raw -722966.923777 + Penalty 2861.649454 = -720105.274323
  nChanged 338
		SP:Iteration 4F (132592.650000 sec): 3 clusters
  Score: Raw -723170.926576 + Penalty 2861.649454 = -720309.277122
  nChanged 308
		SP:Iteration 5Q (132592.860000 sec): 3 clusters
  Score: Raw -723349.612938 + Penalty 2861.649454 = -720487.963484
  nChanged 297
		SP:Iteration 6Q (132593.080000 sec): 3 clusters
  Score: Raw -723533.863939 + Penalty 2861.649454 = -720672.214485
  nChanged 298
		SP:Iteration 7Q (132593.270000 sec): 3 clusters
  Score: Raw -723727.319191 + Penalty 2861.649454 = -720865.669737
  nChanged 291
		SP:Iteration 8Q (132593.520000 sec): 3 clusters
  Score: Raw -723917.565773 + Penalty 2861.649454 = -721055.916319
  nChanged 264
		SP:Iteration 9Q (132593.720000 sec): 3 clusters
  Score: Raw -724083.426966 + Penalty 2861.649454 = -721221.777512
  nChanged 242
		SP:Iteration 10Q (132594.000000 sec): 3 clusters
  Score: Raw -724234.862416 + Penalty 2861.649454 = -721373.212962
  nChanged 237
		SP:Iteration 11Q (132594.160000 sec): 3 clusters
  Score: Raw -724355.543771 + Penalty 2861.649454 = -721493.894316
  nChanged 188
		SP:Iteration 12Q (132594.360000 sec): 3 clusters
  Score: Raw -724453.172072 + Penalty 2861.649454 = -721591.522618
  nChanged 145
		SP:Iteration 13Q (132594.590000 sec): 3 clusters
  Score: Raw -724518.803737 + Penalty 2861.649454 = -721657.154283
  nChanged 115
		SP:Iteration 14Q (132594.790000 sec): 3 clusters
  Score: Raw -724564.127293 + Penalty 2861.649454 = -721702.477839
  nChanged 94
		SP:Iteration 15Q (132595.040000 sec): 3 clusters
  Score: Raw -724597.142236 + Penalty 2861.649454 = -721735.492782
  nChanged 70
		SP:Iteration 16Q (132595.230000 sec): 3 clusters
  Score: Raw -724619.252744 + Penalty 2861.649454 = -721757.603290
  nChanged 50
		SP:Iteration 17Q (132595.440000 sec): 3 clusters
  Score: Raw -724636.677059 + Penalty 2861.649454 = -721775.027605
  nChanged 43
		SP:Iteration 18Q (132595.660000 sec): 3 clusters
  Score: Raw -724653.754981 + Penalty 2861.649454 = -721792.105527
  nChanged 49
		SP:Iteration 19Q (132595.850000 sec): 3 clusters
  Score: Raw -724671.212775 + Penalty 2861.649454 = -721809.563320
  nChanged 44
		SP:Iteration 20F (132596.050000 sec): 3 clusters
  Score: Raw -724681.634986 + Penalty 2861.649454 = -721819.985532
  nChanged 32
		SP:Iteration 21Q (132596.260000 sec): 3 clusters
  Score: Raw -724689.269811 + Penalty 2861.649454 = -721827.620356
  nChanged 28
		SP:Iteration 22Q (132596.490000 sec): 3 clusters
  Score: Raw -724695.429320 + Penalty 2861.649454 = -721833.779866
  nChanged 18
		SP:Iteration 23Q (132596.750000 sec): 3 clusters
  Score: Raw -724699.287484 + Penalty 2861.649454 = -721837.638030
  nChanged 22
		SP:Iteration 24Q (132596.970000 sec): 3 clusters
  Score: Raw -724704.025819 + Penalty 2861.649454 = -721842.376365
  nChanged 18
		SP:Iteration 25Q (132597.200000 sec): 3 clusters
  Score: Raw -724708.032216 + Penalty 2861.649454 = -721846.382762
  nChanged 18
		SP:Iteration 26Q (132597.460000 sec): 3 clusters
  Score: Raw -724711.929437 + Penalty 2861.649454 = -721850.279983
  nChanged 19
		SP:Iteration 27Q (132597.680000 sec): 3 clusters
  Score: Raw -724715.602800 + Penalty 2861.649454 = -721853.953346
  nChanged 17
		SP:Iteration 28Q (132597.910000 sec): 3 clusters
  Score: Raw -724719.266534 + Penalty 2861.649454 = -721857.617080
  nChanged 19
		SP:Iteration 29Q (132598.120000 sec): 3 clusters
  Score: Raw -724722.712056 + Penalty 2861.649454 = -721861.062602
  nChanged 14
		SP:Iteration 30Q (132598.370000 sec): 3 clusters
  Score: Raw -724724.372561 + Penalty 2861.649454 = -721862.723107
  nChanged 11
		SP:Iteration 31Q (132598.590000 sec): 3 clusters
  Score: Raw -724726.298440 + Penalty 2861.649454 = -721864.648986
  nChanged 16
		SP:Iteration 32Q (132598.790000 sec): 3 clusters
  Score: Raw -724729.386631 + Penalty 2861.649454 = -721867.737177
  nChanged 13
		SP:Iteration 33Q (132599.000000 sec): 3 clusters
  Score: Raw -724732.521353 + Penalty 2861.649454 = -721870.871899
  nChanged 21
		SP:Iteration 34Q (132599.230000 sec): 3 clusters
  Score: Raw -724736.233595 + Penalty 2861.649454 = -721874.584141
  nChanged 19
		SP:Iteration 35Q (132599.450000 sec): 3 clusters
  Score: Raw -724740.063270 + Penalty 2861.649454 = -721878.413816
  nChanged 20
		SP:Iteration 36Q (132599.690000 sec): 3 clusters
  Score: Raw -724743.698876 + Penalty 2861.649454 = -721882.049422
  nChanged 19
		SP:Iteration 37Q (132599.910000 sec): 3 clusters
  Score: Raw -724746.830039 + Penalty 2861.649454 = -721885.180585
  nChanged 14
		SP:Iteration 38Q (132600.160000 sec): 3 clusters
  Score: Raw -724749.373812 + Penalty 2861.649454 = -721887.724358
  nChanged 20
		SP:Iteration 39Q (132600.380000 sec): 3 clusters
  Score: Raw -724753.039663 + Penalty 2861.649454 = -721891.390208
  nChanged 24
		SP:Iteration 40F (132600.590000 sec): 3 clusters
  Score: Raw -724758.847120 + Penalty 2861.649454 = -721897.197665
  nChanged 25
		SP:Iteration 41Q (132600.810000 sec): 3 clusters
  Score: Raw -724765.436911 + Penalty 2861.649454 = -721903.787457
  nChanged 30
		SP:Iteration 42Q (132601.000000 sec): 3 clusters
  Score: Raw -724773.377830 + Penalty 2861.649454 = -721911.728376
  nChanged 32
		SP:Iteration 43Q (132601.200000 sec): 3 clusters
  Score: Raw -724780.220713 + Penalty 2861.649454 = -721918.571259
  nChanged 27
		SP:Iteration 44Q (132601.390000 sec): 3 clusters
  Score: Raw -724785.713384 + Penalty 2861.649454 = -721924.063930
  nChanged 24
		SP:Iteration 45Q (132601.580000 sec): 3 clusters
  Score: Raw -724790.180257 + Penalty 2861.649454 = -721928.530803
  nChanged 17
		SP:Iteration 46Q (132601.780000 sec): 3 clusters
  Score: Raw -724793.096077 + Penalty 2861.649454 = -721931.446623
  nChanged 18
		SP:Iteration 47Q (132602.000000 sec): 3 clusters
  Score: Raw -724795.866128 + Penalty 2861.649454 = -721934.216674
  nChanged 14
		SP:Iteration 48Q (132602.180000 sec): 3 clusters
  Score: Raw -724798.164372 + Penalty 2861.649454 = -721936.514917
  nChanged 18
		SP:Iteration 49Q (132602.370000 sec): 3 clusters
  Score: Raw -724801.969615 + Penalty 2861.649454 = -721940.320160
  nChanged 16
		SP:Iteration 50Q (132602.570000 sec): 3 clusters
  Score: Raw -724806.539042 + Penalty 2861.649454 = -721944.889588
  nChanged 18
		SP:Iteration 51Q (132602.780000 sec): 3 clusters
  Score: Raw -724811.231257 + Penalty 2861.649454 = -721949.581803
  nChanged 15
		SP:Iteration 52Q (132603.000000 sec): 3 clusters
  Score: Raw -724814.284763 + Penalty 2861.649454 = -721952.635309
  nChanged 14
		SP:Iteration 53Q (132603.160000 sec): 3 clusters
  Score: Raw -724817.011845 + Penalty 2861.649454 = -721955.362390
  nChanged 14
		SP:Iteration 54Q (132603.380000 sec): 3 clusters
  Score: Raw -724820.229278 + Penalty 2861.649454 = -721958.579824
  nChanged 9
		SP:Iteration 55Q (132603.590000 sec): 3 clusters
  Score: Raw -724821.848020 + Penalty 2861.649454 = -721960.198566
  nChanged 8
		SP:Iteration 56Q (132603.780000 sec): 3 clusters
  Score: Raw -724823.363623 + Penalty 2861.649454 = -721961.714168
  nChanged 6
		SP:Iteration 57Q (132604.000000 sec): 3 clusters
  Score: Raw -724824.160769 + Penalty 2861.649454 = -721962.511314
  nChanged 2
		SP:Iteration 58Q (132604.220000 sec): 3 clusters
  Score: Raw -724824.570619 + Penalty 2861.649454 = -721962.921165
  nChanged 5
		SP:Iteration 59Q (132604.460000 sec): 3 clusters
  Score: Raw -724825.791813 + Penalty 2861.649454 = -721964.142359
  nChanged 4
		SP:Iteration 60F (132604.650000 sec): 3 clusters
  Score: Raw -724826.493931 + Penalty 2861.649454 = -721964.844477
  nChanged 2
		SP:Iteration 61Q (132604.850000 sec): 3 clusters
  Score: Raw -724826.892003 + Penalty 2861.649454 = -721965.242549
  nChanged 1
		SP:Iteration 62Q (132605.060000 sec): 3 clusters
  Score: Raw -724826.983376 + Penalty 2861.649454 = -721965.333921
  nChanged 1
		SP:Iteration 63Q (132605.230000 sec): 3 clusters
  Score: Raw -724827.106665 + Penalty 2861.649454 = -721965.457211
  nChanged 0
		SP:Iteration 64F (132605.390000 sec): 3 clusters
  Score: Raw -724827.106665 + Penalty 2861.649454 = -721965.457211
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (5880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132605.510000 sec): 2 clusters
  Score: Raw -551851.123548 + Penalty 1410.388207 = -550440.735342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132605.680000 sec): 3 clusters
  Score: Raw -548734.311734 + Penalty 2820.776413 = -545913.535321
  nChanged 2384
		SP:Iteration 1F (132605.860000 sec): 3 clusters
  Score: Raw -550124.052456 + Penalty 2820.776413 = -547303.276042
  nChanged 472
		SP:Iteration 2F (132606.020000 sec): 3 clusters
  Score: Raw -550439.383086 + Penalty 2820.776413 = -547618.606673
  nChanged 406
		SP:Iteration 3F (132606.250000 sec): 3 clusters
  Score: Raw -550766.540945 + Penalty 2820.776413 = -547945.764532
  nChanged 373
		SP:Iteration 4F (132606.420000 sec): 3 clusters
  Score: Raw -551000.085108 + Penalty 2820.776413 = -548179.308695
  nChanged 283
		SP:Iteration 5Q (132606.590000 sec): 3 clusters
  Score: Raw -551156.089505 + Penalty 2820.776413 = -548335.313092
  nChanged 206
		SP:Iteration 6Q (132606.770000 sec): 3 clusters
  Score: Raw -551262.157267 + Penalty 2820.776413 = -548441.380853
  nChanged 188
		SP:Iteration 7Q (132606.960000 sec): 3 clusters
  Score: Raw -551367.872820 + Penalty 2820.776413 = -548547.096406
  nChanged 172
		SP:Iteration 8Q (132607.130000 sec): 3 clusters
  Score: Raw -551469.938779 + Penalty 2820.776413 = -548649.162366
  nChanged 170
		SP:Iteration 9Q (132607.310000 sec): 3 clusters
  Score: Raw -551564.377344 + Penalty 2820.776413 = -548743.600930
  nChanged 145
		SP:Iteration 10Q (132607.560000 sec): 3 clusters
  Score: Raw -551633.282595 + Penalty 2820.776413 = -548812.506181
  nChanged 117
		SP:Iteration 11Q (132607.780000 sec): 3 clusters
  Score: Raw -551686.254012 + Penalty 2820.776413 = -548865.477599
  nChanged 113
		SP:Iteration 12Q (132607.980000 sec): 3 clusters
  Score: Raw -551736.838772 + Penalty 2820.776413 = -548916.062359
  nChanged 100
		SP:Iteration 13Q (132608.160000 sec): 3 clusters
  Score: Raw -551781.785868 + Penalty 2820.776413 = -548961.009455
  nChanged 90
		SP:Iteration 14Q (132608.360000 sec): 3 clusters
  Score: Raw -551815.800936 + Penalty 2820.776413 = -548995.024523
  nChanged 64
		SP:Iteration 15Q (132608.560000 sec): 3 clusters
  Score: Raw -551838.952203 + Penalty 2820.776413 = -549018.175790
  nChanged 53
		SP:Iteration 16Q (132608.770000 sec): 3 clusters
  Score: Raw -551864.739708 + Penalty 2820.776413 = -549043.963294
  nChanged 57
		SP:Iteration 17Q (132608.980000 sec): 3 clusters
  Score: Raw -551885.117928 + Penalty 2820.776413 = -549064.341515
  nChanged 47
		SP:Iteration 18Q (132609.200000 sec): 3 clusters
  Score: Raw -551900.388855 + Penalty 2820.776413 = -549079.612442
  nChanged 39
		SP:Iteration 19Q (132609.410000 sec): 3 clusters
  Score: Raw -551912.546278 + Penalty 2820.776413 = -549091.769865
  nChanged 36
		SP:Iteration 20F (132609.640000 sec): 3 clusters
  Score: Raw -551927.321136 + Penalty 2820.776413 = -549106.544722
  nChanged 44
		SP:Iteration 21Q (132609.860000 sec): 3 clusters
  Score: Raw -551944.910981 + Penalty 2820.776413 = -549124.134568
  nChanged 38
		SP:Iteration 22Q (132610.100000 sec): 3 clusters
  Score: Raw -551958.682349 + Penalty 2820.776413 = -549137.905936
  nChanged 28
		SP:Iteration 23Q (132610.320000 sec): 3 clusters
  Score: Raw -551967.003624 + Penalty 2820.776413 = -549146.227211
  nChanged 23
		SP:Iteration 24Q (132610.500000 sec): 3 clusters
  Score: Raw -551973.283756 + Penalty 2820.776413 = -549152.507343
  nChanged 20
		SP:Iteration 25Q (132610.710000 sec): 3 clusters
  Score: Raw -551978.459328 + Penalty 2820.776413 = -549157.682915
  nChanged 17
		SP:Iteration 26Q (132610.920000 sec): 3 clusters
  Score: Raw -551982.573709 + Penalty 2820.776413 = -549161.797295
  nChanged 17
		SP:Iteration 27Q (132611.140000 sec): 3 clusters
  Score: Raw -551986.601650 + Penalty 2820.776413 = -549165.825237
  nChanged 18
		SP:Iteration 28Q (132611.340000 sec): 3 clusters
  Score: Raw -551990.911584 + Penalty 2820.776413 = -549170.135171
  nChanged 14
		SP:Iteration 29Q (132611.580000 sec): 3 clusters
  Score: Raw -551992.969084 + Penalty 2820.776413 = -549172.192671
  nChanged 12
		SP:Iteration 30Q (132611.760000 sec): 3 clusters
  Score: Raw -551995.059794 + Penalty 2820.776413 = -549174.283380
  nChanged 11
		SP:Iteration 31Q (132611.970000 sec): 3 clusters
  Score: Raw -551998.033034 + Penalty 2820.776413 = -549177.256621
  nChanged 6
		SP:Iteration 32Q (132612.140000 sec): 3 clusters
  Score: Raw -551999.408189 + Penalty 2820.776413 = -549178.631776
  nChanged 3
		SP:Iteration 33Q (132612.350000 sec): 3 clusters
  Score: Raw -551999.867579 + Penalty 2820.776413 = -549179.091166
  nChanged 1
		SP:Iteration 34Q (132612.530000 sec): 3 clusters
  Score: Raw -551999.976925 + Penalty 2820.776413 = -549179.200511
  nChanged 0
		SP:Iteration 35F (132612.720000 sec): 3 clusters
  Score: Raw -551999.976925 + Penalty 2820.776413 = -549179.200511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132612.860000 sec): 2 clusters
  Score: Raw -1103297.381019 + Penalty 1510.594712 = -1101786.786307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132613.130000 sec): 3 clusters
  Score: Raw -1097102.619531 + Penalty 3021.189424 = -1094081.430107
  nChanged 4740
		SP:Iteration 1F (132613.380000 sec): 3 clusters
  Score: Raw -1099619.389987 + Penalty 3021.189424 = -1096598.200564
  nChanged 620
		SP:Iteration 2F (132613.620000 sec): 3 clusters
  Score: Raw -1099882.318651 + Penalty 3021.189424 = -1096861.129227
  nChanged 531
		SP:Iteration 3Q (132613.860000 sec): 3 clusters
  Score: Raw -1100115.732864 + Penalty 3021.189424 = -1097094.543440
  nChanged 470
		SP:Iteration 4Q (132614.130000 sec): 3 clusters
  Score: Raw -1100350.463458 + Penalty 3021.189424 = -1097329.274034
  nChanged 483
		SP:Iteration 5Q (132614.380000 sec): 3 clusters
  Score: Raw -1100572.596822 + Penalty 3021.189424 = -1097551.407398
  nChanged 477
		SP:Iteration 6Q (132614.610000 sec): 3 clusters
  Score: Raw -1100840.340855 + Penalty 3021.189424 = -1097819.151431
  nChanged 509
		SP:Iteration 7Q (132614.840000 sec): 3 clusters
  Score: Raw -1101162.893207 + Penalty 3021.189424 = -1098141.703783
  nChanged 500
		SP:Iteration 8Q (132615.080000 sec): 3 clusters
  Score: Raw -1101477.709779 + Penalty 3021.189424 = -1098456.520355
  nChanged 506
		SP:Iteration 9Q (132615.360000 sec): 3 clusters
  Score: Raw -1101813.700664 + Penalty 3021.189424 = -1098792.511241
  nChanged 474
		SP:Iteration 10Q (132615.600000 sec): 3 clusters
  Score: Raw -1102111.777985 + Penalty 3021.189424 = -1099090.588561
  nChanged 434
		SP:Iteration 11Q (132615.800000 sec): 3 clusters
  Score: Raw -1102342.231285 + Penalty 3021.189424 = -1099321.041861
  nChanged 356
		SP:Iteration 12Q (132616.060000 sec): 3 clusters
  Score: Raw -1102494.455308 + Penalty 3021.189424 = -1099473.265884
  nChanged 282
		SP:Iteration 13Q (132616.340000 sec): 3 clusters
  Score: Raw -1102613.528840 + Penalty 3021.189424 = -1099592.339416
  nChanged 245
		SP:Iteration 14Q (132616.570000 sec): 3 clusters
  Score: Raw -1102701.378745 + Penalty 3021.189424 = -1099680.189322
  nChanged 200
		SP:Iteration 15Q (132616.800000 sec): 3 clusters
  Score: Raw -1102766.957942 + Penalty 3021.189424 = -1099745.768519
  nChanged 162
		SP:Iteration 16Q (132617.010000 sec): 3 clusters
  Score: Raw -1102812.385644 + Penalty 3021.189424 = -1099791.196220
  nChanged 121
		SP:Iteration 17Q (132617.240000 sec): 3 clusters
  Score: Raw -1102849.451770 + Penalty 3021.189424 = -1099828.262346
  nChanged 109
		SP:Iteration 18Q (132617.480000 sec): 3 clusters
  Score: Raw -1102879.032434 + Penalty 3021.189424 = -1099857.843010
  nChanged 102
		SP:Iteration 19Q (132617.660000 sec): 3 clusters
  Score: Raw -1102907.536119 + Penalty 3021.189424 = -1099886.346695
  nChanged 94
		SP:Iteration 20F (132617.920000 sec): 3 clusters
  Score: Raw -1102941.098083 + Penalty 3021.189424 = -1099919.908659
  nChanged 102
		SP:Iteration 21Q (132618.160000 sec): 3 clusters
  Score: Raw -1102972.188600 + Penalty 3021.189424 = -1099950.999177
  nChanged 89
		SP:Iteration 22Q (132618.380000 sec): 3 clusters
  Score: Raw -1103000.082951 + Penalty 3021.189424 = -1099978.893527
  nChanged 81
		SP:Iteration 23Q (132618.620000 sec): 3 clusters
  Score: Raw -1103019.058544 + Penalty 3021.189424 = -1099997.869120
  nChanged 73
		SP:Iteration 24Q (132618.840000 sec): 3 clusters
  Score: Raw -1103035.234150 + Penalty 3021.189424 = -1100014.044726
  nChanged 68
		SP:Iteration 25Q (132619.070000 sec): 3 clusters
  Score: Raw -1103050.883905 + Penalty 3021.189424 = -1100029.694481
  nChanged 65
		SP:Iteration 26Q (132619.310000 sec): 3 clusters
  Score: Raw -1103064.339668 + Penalty 3021.189424 = -1100043.150245
  nChanged 58
		SP:Iteration 27Q (132619.580000 sec): 3 clusters
  Score: Raw -1103073.255393 + Penalty 3021.189424 = -1100052.065970
  nChanged 43
		SP:Iteration 28Q (132619.800000 sec): 3 clusters
  Score: Raw -1103080.742983 + Penalty 3021.189424 = -1100059.553559
  nChanged 37
		SP:Iteration 29Q (132620.030000 sec): 3 clusters
  Score: Raw -1103086.684741 + Penalty 3021.189424 = -1100065.495318
  nChanged 36
		SP:Iteration 30Q (132620.230000 sec): 3 clusters
  Score: Raw -1103092.486038 + Penalty 3021.189424 = -1100071.296615
  nChanged 33
		SP:Iteration 31Q (132620.450000 sec): 3 clusters
  Score: Raw -1103097.142012 + Penalty 3021.189424 = -1100075.952588
  nChanged 31
		SP:Iteration 32Q (132620.700000 sec): 3 clusters
  Score: Raw -1103101.741649 + Penalty 3021.189424 = -1100080.552225
  nChanged 36
		SP:Iteration 33Q (132620.900000 sec): 3 clusters
  Score: Raw -1103106.807186 + Penalty 3021.189424 = -1100085.617762
  nChanged 31
		SP:Iteration 34Q (132621.190000 sec): 3 clusters
  Score: Raw -1103112.485723 + Penalty 3021.189424 = -1100091.296299
  nChanged 21
		SP:Iteration 35Q (132621.430000 sec): 3 clusters
  Score: Raw -1103115.032219 + Penalty 3021.189424 = -1100093.842796
  nChanged 14
		SP:Iteration 36Q (132621.650000 sec): 3 clusters
  Score: Raw -1103116.375255 + Penalty 3021.189424 = -1100095.185831
  nChanged 12
		SP:Iteration 37Q (132621.890000 sec): 3 clusters
  Score: Raw -1103117.473446 + Penalty 3021.189424 = -1100096.284022
  nChanged 7
		SP:Iteration 38Q (132622.150000 sec): 3 clusters
  Score: Raw -1103118.043739 + Penalty 3021.189424 = -1100096.854315
  nChanged 4
		SP:Iteration 39Q (132622.380000 sec): 3 clusters
  Score: Raw -1103118.342205 + Penalty 3021.189424 = -1100097.152781
  nChanged 6
		SP:Iteration 40F (132622.590000 sec): 3 clusters
  Score: Raw -1103118.947628 + Penalty 3021.189424 = -1100097.758204
  nChanged 4
		SP:Iteration 41Q (132622.850000 sec): 3 clusters
  Score: Raw -1103119.196739 + Penalty 3021.189424 = -1100098.007315
  nChanged 3
		SP:Iteration 42Q (132623.090000 sec): 3 clusters
  Score: Raw -1103119.275053 + Penalty 3021.189424 = -1100098.085629
  nChanged 0
		SP:Iteration 43F (132623.290000 sec): 3 clusters
  Score: Raw -1103119.275053 + Penalty 3021.189424 = -1100098.085629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132623.410000 sec): 2 clusters
  Score: Raw -373487.858713 + Penalty 1330.526510 = -372157.332203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132623.610000 sec): 3 clusters
  Score: Raw -371779.210165 + Penalty 2661.053019 = -369118.157146
  nChanged 1392
		SP:Iteration 1F (132623.800000 sec): 3 clusters
  Score: Raw -372658.827813 + Penalty 2661.053019 = -369997.774794
  nChanged 339
		SP:Iteration 2F (132623.990000 sec): 3 clusters
  Score: Raw -372959.605786 + Penalty 2661.053019 = -370298.552766
  nChanged 290
		SP:Iteration 3F (132624.190000 sec): 3 clusters
  Score: Raw -373250.704498 + Penalty 2661.053019 = -370589.651479
  nChanged 246
		SP:Iteration 4F (132624.350000 sec): 3 clusters
  Score: Raw -373494.256650 + Penalty 2661.053019 = -370833.203630
  nChanged 199
		SP:Iteration 5F (132624.570000 sec): 3 clusters
  Score: Raw -373671.901564 + Penalty 2661.053019 = -371010.848544
  nChanged 149
		SP:Iteration 6Q (132624.790000 sec): 3 clusters
  Score: Raw -373784.330683 + Penalty 2661.053019 = -371123.277664
  nChanged 109
		SP:Iteration 7Q (132624.980000 sec): 3 clusters
  Score: Raw -373864.316354 + Penalty 2661.053019 = -371203.263335
  nChanged 76
		SP:Iteration 8Q (132625.140000 sec): 3 clusters
  Score: Raw -373918.578561 + Penalty 2661.053019 = -371257.525542
  nChanged 66
		SP:Iteration 9Q (132625.350000 sec): 3 clusters
  Score: Raw -373957.271397 + Penalty 2661.053019 = -371296.218378
  nChanged 52
		SP:Iteration 10Q (132625.550000 sec): 3 clusters
  Score: Raw -373980.386536 + Penalty 2661.053019 = -371319.333517
  nChanged 34
		SP:Iteration 11Q (132625.770000 sec): 3 clusters
  Score: Raw -373995.003559 + Penalty 2661.053019 = -371333.950539
  nChanged 21
		SP:Iteration 12Q (132625.910000 sec): 3 clusters
  Score: Raw -374003.480787 + Penalty 2661.053019 = -371342.427768
  nChanged 14
		SP:Iteration 13Q (132626.100000 sec): 3 clusters
  Score: Raw -374008.334462 + Penalty 2661.053019 = -371347.281443
  nChanged 11
		SP:Iteration 14Q (132626.260000 sec): 3 clusters
  Score: Raw -374011.590242 + Penalty 2661.053019 = -371350.537222
  nChanged 5
		SP:Iteration 15Q (132626.450000 sec): 3 clusters
  Score: Raw -374013.756099 + Penalty 2661.053019 = -371352.703080
  nChanged 7
		SP:Iteration 16Q (132626.630000 sec): 3 clusters
  Score: Raw -374015.683995 + Penalty 2661.053019 = -371354.630976
  nChanged 4
		SP:Iteration 17Q (132626.840000 sec): 3 clusters
  Score: Raw -374017.060505 + Penalty 2661.053019 = -371356.007486
  nChanged 8
		SP:Iteration 18Q (132627.040000 sec): 3 clusters
  Score: Raw -374018.565378 + Penalty 2661.053019 = -371357.512359
  nChanged 3
		SP:Iteration 19Q (132627.220000 sec): 3 clusters
  Score: Raw -374019.055745 + Penalty 2661.053019 = -371358.002726
  nChanged 1
		SP:Iteration 20F (132627.410000 sec): 3 clusters
  Score: Raw -374019.141303 + Penalty 2661.053019 = -371358.088284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132627.570000 sec): 2 clusters
  Score: Raw -1797172.345970 + Penalty 1582.754388 = -1795589.591582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132627.860000 sec): 3 clusters
  Score: Raw -1787062.804600 + Penalty 3165.508776 = -1783897.295824
  nChanged 7627
		SP:Iteration 1F (132628.150000 sec): 3 clusters
  Score: Raw -1791351.785300 + Penalty 3165.508776 = -1788186.276523
  nChanged 892
		SP:Iteration 2F (132628.400000 sec): 3 clusters
  Score: Raw -1791749.099969 + Penalty 3165.508776 = -1788583.591192
  nChanged 851
		SP:Iteration 3F (132628.680000 sec): 3 clusters
  Score: Raw -1792118.579976 + Penalty 3165.508776 = -1788953.071200
  nChanged 812
		SP:Iteration 4Q (132628.920000 sec): 3 clusters
  Score: Raw -1792496.706663 + Penalty 3165.508776 = -1789331.197886
  nChanged 790
		SP:Iteration 5Q (132629.190000 sec): 3 clusters
  Score: Raw -1792894.768800 + Penalty 3165.508776 = -1789729.260024
  nChanged 820
		SP:Iteration 6Q (132629.460000 sec): 3 clusters
  Score: Raw -1793369.599382 + Penalty 3165.508776 = -1790204.090606
  nChanged 842
		SP:Iteration 7Q (132629.720000 sec): 3 clusters
  Score: Raw -1793905.555360 + Penalty 3165.508776 = -1790740.046584
  nChanged 925
		SP:Iteration 8F (132630.000000 sec): 3 clusters
  Score: Raw -1794535.214802 + Penalty 3165.508776 = -1791369.706025
  nChanged 878
		SP:Iteration 9F (132630.280000 sec): 3 clusters
  Score: Raw -1795139.102536 + Penalty 3165.508776 = -1791973.593760
  nChanged 754
		SP:Iteration 10Q (132630.590000 sec): 3 clusters
  Score: Raw -1795552.072957 + Penalty 3165.508776 = -1792386.564181
  nChanged 557
		SP:Iteration 11Q (132630.870000 sec): 3 clusters
  Score: Raw -1795774.163373 + Penalty 3165.508776 = -1792608.654597
  nChanged 354
		SP:Iteration 12Q (132631.140000 sec): 3 clusters
  Score: Raw -1795889.248877 + Penalty 3165.508776 = -1792723.740101
  nChanged 270
		SP:Iteration 13Q (132631.460000 sec): 3 clusters
  Score: Raw -1795977.883755 + Penalty 3165.508776 = -1792812.374979
  nChanged 229
		SP:Iteration 14Q (132631.720000 sec): 3 clusters
  Score: Raw -1796042.235214 + Penalty 3165.508776 = -1792876.726437
  nChanged 192
		SP:Iteration 15Q (132631.990000 sec): 3 clusters
  Score: Raw -1796092.728736 + Penalty 3165.508776 = -1792927.219960
  nChanged 175
		SP:Iteration 16Q (132632.180000 sec): 3 clusters
  Score: Raw -1796134.755728 + Penalty 3165.508776 = -1792969.246952
  nChanged 158
		SP:Iteration 17Q (132632.440000 sec): 3 clusters
  Score: Raw -1796166.902498 + Penalty 3165.508776 = -1793001.393722
  nChanged 115
		SP:Iteration 18Q (132632.740000 sec): 3 clusters
  Score: Raw -1796190.186896 + Penalty 3165.508776 = -1793024.678120
  nChanged 129
		SP:Iteration 19Q (132633.020000 sec): 3 clusters
  Score: Raw -1796213.144366 + Penalty 3165.508776 = -1793047.635590
  nChanged 114
		SP:Iteration 20F (132633.240000 sec): 3 clusters
  Score: Raw -1796234.880312 + Penalty 3165.508776 = -1793069.371536
  nChanged 97
		SP:Iteration 21Q (132633.510000 sec): 3 clusters
  Score: Raw -1796255.391534 + Penalty 3165.508776 = -1793089.882758
  nChanged 113
		SP:Iteration 22Q (132633.820000 sec): 3 clusters
  Score: Raw -1796282.041994 + Penalty 3165.508776 = -1793116.533217
  nChanged 111
		SP:Iteration 23Q (132634.100000 sec): 3 clusters
  Score: Raw -1796305.710448 + Penalty 3165.508776 = -1793140.201672
  nChanged 106
		SP:Iteration 24Q (132634.340000 sec): 3 clusters
  Score: Raw -1796329.151067 + Penalty 3165.508776 = -1793163.642290
  nChanged 108
		SP:Iteration 25Q (132634.610000 sec): 3 clusters
  Score: Raw -1796352.726681 + Penalty 3165.508776 = -1793187.217904
  nChanged 98
		SP:Iteration 26Q (132634.880000 sec): 3 clusters
  Score: Raw -1796374.450389 + Penalty 3165.508776 = -1793208.941613
  nChanged 100
		SP:Iteration 27Q (132635.180000 sec): 3 clusters
  Score: Raw -1796395.635720 + Penalty 3165.508776 = -1793230.126943
  nChanged 91
		SP:Iteration 28Q (132635.490000 sec): 3 clusters
  Score: Raw -1796413.071633 + Penalty 3165.508776 = -1793247.562857
  nChanged 74
		SP:Iteration 29Q (132635.680000 sec): 3 clusters
  Score: Raw -1796424.926579 + Penalty 3165.508776 = -1793259.417803
  nChanged 72
		SP:Iteration 30Q (132635.930000 sec): 3 clusters
  Score: Raw -1796437.494810 + Penalty 3165.508776 = -1793271.986034
  nChanged 79
		SP:Iteration 31Q (132636.170000 sec): 3 clusters
  Score: Raw -1796451.280064 + Penalty 3165.508776 = -1793285.771287
  nChanged 73
		SP:Iteration 32Q (132636.480000 sec): 3 clusters
  Score: Raw -1796463.173542 + Penalty 3165.508776 = -1793297.664766
  nChanged 56
		SP:Iteration 33Q (132636.640000 sec): 3 clusters
  Score: Raw -1796471.852490 + Penalty 3165.508776 = -1793306.343713
  nChanged 66
		SP:Iteration 34Q (132636.900000 sec): 3 clusters
  Score: Raw -1796480.938390 + Penalty 3165.508776 = -1793315.429614
  nChanged 57
		SP:Iteration 35Q (132637.160000 sec): 3 clusters
  Score: Raw -1796488.667878 + Penalty 3165.508776 = -1793323.159101
  nChanged 66
		SP:Iteration 36Q (132637.430000 sec): 3 clusters
  Score: Raw -1796498.915212 + Penalty 3165.508776 = -1793333.406436
  nChanged 76
		SP:Iteration 37Q (132637.680000 sec): 3 clusters
  Score: Raw -1796509.378864 + Penalty 3165.508776 = -1793343.870088
  nChanged 58
		SP:Iteration 38Q (132637.960000 sec): 3 clusters
  Score: Raw -1796517.125096 + Penalty 3165.508776 = -1793351.616320
  nChanged 62
		SP:Iteration 39Q (132638.230000 sec): 3 clusters
  Score: Raw -1796525.712389 + Penalty 3165.508776 = -1793360.203613
  nChanged 60
		SP:Iteration 40F (132638.520000 sec): 3 clusters
  Score: Raw -1796536.062803 + Penalty 3165.508776 = -1793370.554027
  nChanged 69
		SP:Iteration 41Q (132638.780000 sec): 3 clusters
  Score: Raw -1796547.519127 + Penalty 3165.508776 = -1793382.010351
  nChanged 74
		SP:Iteration 42Q (132639.050000 sec): 3 clusters
  Score: Raw -1796560.806841 + Penalty 3165.508776 = -1793395.298065
  nChanged 83
		SP:Iteration 43Q (132639.380000 sec): 3 clusters
  Score: Raw -1796574.691609 + Penalty 3165.508776 = -1793409.182833
  nChanged 71
		SP:Iteration 44Q (132639.630000 sec): 3 clusters
  Score: Raw -1796585.456554 + Penalty 3165.508776 = -1793419.947778
  nChanged 73
		SP:Iteration 45Q (132639.950000 sec): 3 clusters
  Score: Raw -1796597.592973 + Penalty 3165.508776 = -1793432.084197
  nChanged 70
		SP:Iteration 46Q (132640.210000 sec): 3 clusters
  Score: Raw -1796607.907794 + Penalty 3165.508776 = -1793442.399018
  nChanged 72
		SP:Iteration 47Q (132640.480000 sec): 3 clusters
  Score: Raw -1796618.135143 + Penalty 3165.508776 = -1793452.626367
  nChanged 58
		SP:Iteration 48Q (132640.740000 sec): 3 clusters
  Score: Raw -1796626.724425 + Penalty 3165.508776 = -1793461.215649
  nChanged 53
		SP:Iteration 49Q (132640.940000 sec): 3 clusters
  Score: Raw -1796634.098527 + Penalty 3165.508776 = -1793468.589751
  nChanged 49
		SP:Iteration 50Q (132641.200000 sec): 3 clusters
  Score: Raw -1796640.804382 + Penalty 3165.508776 = -1793475.295606
  nChanged 47
		SP:Iteration 51Q (132641.480000 sec): 3 clusters
  Score: Raw -1796648.158466 + Penalty 3165.508776 = -1793482.649690
  nChanged 55
		SP:Iteration 52Q (132641.760000 sec): 3 clusters
  Score: Raw -1796657.638902 + Penalty 3165.508776 = -1793492.130126
  nChanged 58
		SP:Iteration 53Q (132641.980000 sec): 3 clusters
  Score: Raw -1796667.298087 + Penalty 3165.508776 = -1793501.789311
  nChanged 64
		SP:Iteration 54Q (132642.300000 sec): 3 clusters
  Score: Raw -1796677.588521 + Penalty 3165.508776 = -1793512.079745
  nChanged 69
		SP:Iteration 55Q (132642.570000 sec): 3 clusters
  Score: Raw -1796689.142849 + Penalty 3165.508776 = -1793523.634073
  nChanged 68
		SP:Iteration 56Q (132642.770000 sec): 3 clusters
  Score: Raw -1796701.474987 + Penalty 3165.508776 = -1793535.966211
  nChanged 78
		SP:Iteration 57Q (132643.040000 sec): 3 clusters
  Score: Raw -1796713.265784 + Penalty 3165.508776 = -1793547.757008
  nChanged 49
		SP:Iteration 58Q (132643.280000 sec): 3 clusters
  Score: Raw -1796720.320149 + Penalty 3165.508776 = -1793554.811373
  nChanged 60
		SP:Iteration 59Q (132643.510000 sec): 3 clusters
  Score: Raw -1796729.985755 + Penalty 3165.508776 = -1793564.476979
  nChanged 67
		SP:Iteration 60F (132643.750000 sec): 3 clusters
  Score: Raw -1796742.224086 + Penalty 3165.508776 = -1793576.715310
  nChanged 70
		SP:Iteration 61Q (132644.000000 sec): 3 clusters
  Score: Raw -1796755.032237 + Penalty 3165.508776 = -1793589.523461
  nChanged 72
		SP:Iteration 62Q (132644.260000 sec): 3 clusters
  Score: Raw -1796769.061755 + Penalty 3165.508776 = -1793603.552979
  nChanged 72
		SP:Iteration 63Q (132644.580000 sec): 3 clusters
  Score: Raw -1796782.244828 + Penalty 3165.508776 = -1793616.736052
  nChanged 79
		SP:Iteration 64Q (132644.820000 sec): 3 clusters
  Score: Raw -1796796.541444 + Penalty 3165.508776 = -1793631.032668
  nChanged 77
		SP:Iteration 65Q (132645.060000 sec): 3 clusters
  Score: Raw -1796812.990388 + Penalty 3165.508776 = -1793647.481612
  nChanged 73
		SP:Iteration 66Q (132645.350000 sec): 3 clusters
  Score: Raw -1796827.758954 + Penalty 3165.508776 = -1793662.250178
  nChanged 65
		SP:Iteration 67Q (132645.600000 sec): 3 clusters
  Score: Raw -1796838.771337 + Penalty 3165.508776 = -1793673.262561
  nChanged 51
		SP:Iteration 68Q (132645.840000 sec): 3 clusters
  Score: Raw -1796846.294660 + Penalty 3165.508776 = -1793680.785884
  nChanged 43
		SP:Iteration 69Q (132646.130000 sec): 3 clusters
  Score: Raw -1796853.057186 + Penalty 3165.508776 = -1793687.548409
  nChanged 48
		SP:Iteration 70Q (132646.390000 sec): 3 clusters
  Score: Raw -1796860.917084 + Penalty 3165.508776 = -1793695.408307
  nChanged 55
		SP:Iteration 71Q (132646.600000 sec): 3 clusters
  Score: Raw -1796869.289381 + Penalty 3165.508776 = -1793703.780605
  nChanged 52
		SP:Iteration 72Q (132646.830000 sec): 3 clusters
  Score: Raw -1796878.999255 + Penalty 3165.508776 = -1793713.490479
  nChanged 53
		SP:Iteration 73Q (132647.060000 sec): 3 clusters
  Score: Raw -1796888.514986 + Penalty 3165.508776 = -1793723.006210
  nChanged 55
		SP:Iteration 74Q (132647.360000 sec): 3 clusters
  Score: Raw -1796899.957630 + Penalty 3165.508776 = -1793734.448854
  nChanged 58
		SP:Iteration 75Q (132647.580000 sec): 3 clusters
  Score: Raw -1796914.272468 + Penalty 3165.508776 = -1793748.763692
  nChanged 59
		SP:Iteration 76Q (132647.830000 sec): 3 clusters
  Score: Raw -1796926.485443 + Penalty 3165.508776 = -1793760.976667
  nChanged 61
		SP:Iteration 77Q (132648.070000 sec): 3 clusters
  Score: Raw -1796937.594601 + Penalty 3165.508776 = -1793772.085825
  nChanged 58
		SP:Iteration 78Q (132648.330000 sec): 3 clusters
  Score: Raw -1796948.884094 + Penalty 3165.508776 = -1793783.375318
  nChanged 66
		SP:Iteration 79Q (132648.540000 sec): 3 clusters
  Score: Raw -1796960.877092 + Penalty 3165.508776 = -1793795.368316
  nChanged 74
		SP:Iteration 80F (132648.840000 sec): 3 clusters
  Score: Raw -1796975.613138 + Penalty 3165.508776 = -1793810.104362
  nChanged 60
		SP:Iteration 81Q (132649.100000 sec): 3 clusters
  Score: Raw -1796986.861353 + Penalty 3165.508776 = -1793821.352577
  nChanged 55
		SP:Iteration 82Q (132649.330000 sec): 3 clusters
  Score: Raw -1796999.200962 + Penalty 3165.508776 = -1793833.692186
  nChanged 47
		SP:Iteration 83Q (132649.560000 sec): 3 clusters
  Score: Raw -1797008.429315 + Penalty 3165.508776 = -1793842.920539
  nChanged 37
		SP:Iteration 84Q (132649.780000 sec): 3 clusters
  Score: Raw -1797015.897131 + Penalty 3165.508776 = -1793850.388355
  nChanged 47
		SP:Iteration 85Q (132650.060000 sec): 3 clusters
  Score: Raw -1797023.493986 + Penalty 3165.508776 = -1793857.985210
  nChanged 31
		SP:Iteration 86Q (132650.260000 sec): 3 clusters
  Score: Raw -1797028.898324 + Penalty 3165.508776 = -1793863.389547
  nChanged 37
		SP:Iteration 87Q (132650.560000 sec): 3 clusters
  Score: Raw -1797035.127694 + Penalty 3165.508776 = -1793869.618918
  nChanged 32
		SP:Iteration 88Q (132650.830000 sec): 3 clusters
  Score: Raw -1797040.762542 + Penalty 3165.508776 = -1793875.253766
  nChanged 35
		SP:Iteration 89Q (132651.100000 sec): 3 clusters
  Score: Raw -1797046.999193 + Penalty 3165.508776 = -1793881.490416
  nChanged 23
		SP:Iteration 90Q (132651.360000 sec): 3 clusters
  Score: Raw -1797050.120112 + Penalty 3165.508776 = -1793884.611336
  nChanged 22
		SP:Iteration 91Q (132651.600000 sec): 3 clusters
  Score: Raw -1797053.968148 + Penalty 3165.508776 = -1793888.459372
  nChanged 25
		SP:Iteration 92Q (132651.900000 sec): 3 clusters
  Score: Raw -1797057.142795 + Penalty 3165.508776 = -1793891.634019
  nChanged 21
		SP:Iteration 93Q (132652.160000 sec): 3 clusters
  Score: Raw -1797060.576900 + Penalty 3165.508776 = -1793895.068124
  nChanged 21
		SP:Iteration 94Q (132652.390000 sec): 3 clusters
  Score: Raw -1797063.708008 + Penalty 3165.508776 = -1793898.199232
  nChanged 20
		SP:Iteration 95Q (132652.700000 sec): 3 clusters
  Score: Raw -1797066.659638 + Penalty 3165.508776 = -1793901.150862
  nChanged 18
		SP:Iteration 96Q (132652.970000 sec): 3 clusters
  Score: Raw -1797070.144883 + Penalty 3165.508776 = -1793904.636107
  nChanged 24
		SP:Iteration 97Q (132653.210000 sec): 3 clusters
  Score: Raw -1797074.475093 + Penalty 3165.508776 = -1793908.966317
  nChanged 21
		SP:Iteration 98Q (132653.480000 sec): 3 clusters
  Score: Raw -1797078.277868 + Penalty 3165.508776 = -1793912.769091
  nChanged 20
		SP:Iteration 99Q (132653.710000 sec): 3 clusters
  Score: Raw -1797081.760543 + Penalty 3165.508776 = -1793916.251767
  nChanged 28
		SP:Iteration 100F (132654.010000 sec): 3 clusters
  Score: Raw -1797086.315887 + Penalty 3165.508776 = -1793920.807111
  nChanged 25
		SP:Iteration 101Q (132654.220000 sec): 3 clusters
  Score: Raw -1797090.716188 + Penalty 3165.508776 = -1793925.207412
  nChanged 22
		SP:Iteration 102Q (132654.530000 sec): 3 clusters
  Score: Raw -1797094.198990 + Penalty 3165.508776 = -1793928.690214
  nChanged 28
		SP:Iteration 103Q (132654.780000 sec): 3 clusters
  Score: Raw -1797098.793127 + Penalty 3165.508776 = -1793933.284351
  nChanged 30
		SP:Iteration 104Q (132655.020000 sec): 3 clusters
  Score: Raw -1797104.741086 + Penalty 3165.508776 = -1793939.232310
  nChanged 39
		SP:Iteration 105Q (132655.280000 sec): 3 clusters
  Score: Raw -1797112.680922 + Penalty 3165.508776 = -1793947.172146
  nChanged 41
		SP:Iteration 106Q (132655.540000 sec): 3 clusters
  Score: Raw -1797122.933343 + Penalty 3165.508776 = -1793957.424567
  nChanged 48
		SP:Iteration 107Q (132655.790000 sec): 3 clusters
  Score: Raw -1797132.667623 + Penalty 3165.508776 = -1793967.158847
  nChanged 44
		SP:Iteration 108Q (132656.020000 sec): 3 clusters
  Score: Raw -1797142.737520 + Penalty 3165.508776 = -1793977.228744
  nChanged 44
		SP:Iteration 109Q (132656.320000 sec): 3 clusters
  Score: Raw -1797154.412339 + Penalty 3165.508776 = -1793988.903563
  nChanged 47
		SP:Iteration 110Q (132656.610000 sec): 3 clusters
  Score: Raw -1797165.972557 + Penalty 3165.508776 = -1794000.463781
  nChanged 32
		SP:Iteration 111Q (132656.840000 sec): 3 clusters
  Score: Raw -1797173.018364 + Penalty 3165.508776 = -1794007.509588
  nChanged 33
		SP:Iteration 112Q (132657.080000 sec): 3 clusters
  Score: Raw -1797179.459947 + Penalty 3165.508776 = -1794013.951170
  nChanged 32
		SP:Iteration 113Q (132657.290000 sec): 3 clusters
  Score: Raw -1797185.200650 + Penalty 3165.508776 = -1794019.691874
  nChanged 33
		SP:Iteration 114Q (132657.560000 sec): 3 clusters
  Score: Raw -1797192.069372 + Penalty 3165.508776 = -1794026.560596
  nChanged 39
		SP:Iteration 115Q (132657.810000 sec): 3 clusters
  Score: Raw -1797202.421689 + Penalty 3165.508776 = -1794036.912913
  nChanged 40
		SP:Iteration 116Q (132658.060000 sec): 3 clusters
  Score: Raw -1797213.016457 + Penalty 3165.508776 = -1794047.507681
  nChanged 47
		SP:Iteration 117Q (132658.300000 sec): 3 clusters
  Score: Raw -1797229.221338 + Penalty 3165.508776 = -1794063.712562
  nChanged 55
		SP:Iteration 118Q (132658.540000 sec): 3 clusters
  Score: Raw -1797244.516824 + Penalty 3165.508776 = -1794079.008048
  nChanged 41
		SP:Iteration 119Q (132658.790000 sec): 3 clusters
  Score: Raw -1797255.749671 + Penalty 3165.508776 = -1794090.240895
  nChanged 32
		SP:Iteration 120F (132659.010000 sec): 3 clusters
  Score: Raw -1797263.113492 + Penalty 3165.508776 = -1794097.604716
  nChanged 27
		SP:Iteration 121Q (132659.250000 sec): 3 clusters
  Score: Raw -1797271.816195 + Penalty 3165.508776 = -1794106.307419
  nChanged 33
		SP:Iteration 122Q (132659.480000 sec): 3 clusters
  Score: Raw -1797281.002566 + Penalty 3165.508776 = -1794115.493790
  nChanged 28
		SP:Iteration 123Q (132659.760000 sec): 3 clusters
  Score: Raw -1797288.291488 + Penalty 3165.508776 = -1794122.782712
  nChanged 23
		SP:Iteration 124Q (132660.070000 sec): 3 clusters
  Score: Raw -1797295.769908 + Penalty 3165.508776 = -1794130.261132
  nChanged 30
		SP:Iteration 125Q (132660.310000 sec): 3 clusters
  Score: Raw -1797304.470782 + Penalty 3165.508776 = -1794138.962006
  nChanged 23
		SP:Iteration 126Q (132660.530000 sec): 3 clusters
  Score: Raw -1797310.267572 + Penalty 3165.508776 = -1794144.758796
  nChanged 19
		SP:Iteration 127Q (132660.810000 sec): 3 clusters
  Score: Raw -1797315.058898 + Penalty 3165.508776 = -1794149.550122
  nChanged 22
		SP:Iteration 128Q (132661.090000 sec): 3 clusters
  Score: Raw -1797322.909765 + Penalty 3165.508776 = -1794157.400989
  nChanged 24
		SP:Iteration 129Q (132661.340000 sec): 3 clusters
  Score: Raw -1797329.333521 + Penalty 3165.508776 = -1794163.824745
  nChanged 17
		SP:Iteration 130Q (132661.560000 sec): 3 clusters
  Score: Raw -1797333.511664 + Penalty 3165.508776 = -1794168.002888
  nChanged 22
		SP:Iteration 131Q (132661.850000 sec): 3 clusters
  Score: Raw -1797337.932413 + Penalty 3165.508776 = -1794172.423636
  nChanged 14
		SP:Iteration 132Q (132662.080000 sec): 3 clusters
  Score: Raw -1797341.025538 + Penalty 3165.508776 = -1794175.516762
  nChanged 4
		SP:Iteration 133Q (132662.360000 sec): 3 clusters
  Score: Raw -1797341.700342 + Penalty 3165.508776 = -1794176.191566
  nChanged 2
		SP:Iteration 134Q (132662.570000 sec): 3 clusters
  Score: Raw -1797342.092437 + Penalty 3165.508776 = -1794176.583661
  nChanged 1
		SP:Iteration 135Q (132662.810000 sec): 3 clusters
  Score: Raw -1797342.228219 + Penalty 3165.508776 = -1794176.719443
  nChanged 2
		SP:Iteration 136Q (132663.070000 sec): 3 clusters
  Score: Raw -1797342.647798 + Penalty 3165.508776 = -1794177.139022
  nChanged 5
		SP:Iteration 137Q (132663.320000 sec): 3 clusters
  Score: Raw -1797344.126351 + Penalty 3165.508776 = -1794178.617575
  nChanged 5
		SP:Iteration 138Q (132663.610000 sec): 3 clusters
  Score: Raw -1797345.467560 + Penalty 3165.508776 = -1794179.958784
  nChanged 3
		SP:Iteration 139Q (132663.870000 sec): 3 clusters
  Score: Raw -1797346.554884 + Penalty 3165.508776 = -1794181.046108
  nChanged 5
		SP:Iteration 140F (132664.170000 sec): 3 clusters
  Score: Raw -1797347.922887 + Penalty 3165.508776 = -1794182.414111
  nChanged 4
		SP:Iteration 141Q (132664.420000 sec): 3 clusters
  Score: Raw -1797348.830600 + Penalty 3165.508776 = -1794183.321824
  nChanged 5
		SP:Iteration 142Q (132664.650000 sec): 3 clusters
  Score: Raw -1797350.223341 + Penalty 3165.508776 = -1794184.714565
  nChanged 8
		SP:Iteration 143Q (132664.880000 sec): 3 clusters
  Score: Raw -1797352.865065 + Penalty 3165.508776 = -1794187.356289
  nChanged 10
		SP:Iteration 144Q (132665.130000 sec): 3 clusters
  Score: Raw -1797355.512753 + Penalty 3165.508776 = -1794190.003977
  nChanged 8
		SP:Iteration 145Q (132665.390000 sec): 3 clusters
  Score: Raw -1797357.931774 + Penalty 3165.508776 = -1794192.422998
  nChanged 9
		SP:Iteration 146Q (132665.600000 sec): 3 clusters
  Score: Raw -1797360.715326 + Penalty 3165.508776 = -1794195.206550
  nChanged 5
		SP:Iteration 147Q (132665.850000 sec): 3 clusters
  Score: Raw -1797362.062285 + Penalty 3165.508776 = -1794196.553509
  nChanged 8
		SP:Iteration 148Q (132666.110000 sec): 3 clusters
  Score: Raw -1797363.735971 + Penalty 3165.508776 = -1794198.227195
  nChanged 4
		SP:Iteration 149Q (132666.390000 sec): 3 clusters
  Score: Raw -1797364.540204 + Penalty 3165.508776 = -1794199.031427
  nChanged 3
		SP:Iteration 150Q (132666.630000 sec): 3 clusters
  Score: Raw -1797365.215164 + Penalty 3165.508776 = -1794199.706387
  nChanged 5
		SP:Iteration 151Q (132666.920000 sec): 3 clusters
  Score: Raw -1797365.958063 + Penalty 3165.508776 = -1794200.449287
  nChanged 4
		SP:Iteration 152Q (132667.190000 sec): 3 clusters
  Score: Raw -1797367.105036 + Penalty 3165.508776 = -1794201.596259
  nChanged 9
		SP:Iteration 153Q (132667.440000 sec): 3 clusters
  Score: Raw -1797369.287370 + Penalty 3165.508776 = -1794203.778593
  nChanged 9
		SP:Iteration 154Q (132667.710000 sec): 3 clusters
  Score: Raw -1797371.239240 + Penalty 3165.508776 = -1794205.730464
  nChanged 7
		SP:Iteration 155Q (132668.000000 sec): 3 clusters
  Score: Raw -1797373.886052 + Penalty 3165.508776 = -1794208.377275
  nChanged 10
		SP:Iteration 156Q (132668.210000 sec): 3 clusters
  Score: Raw -1797376.385556 + Penalty 3165.508776 = -1794210.876780
  nChanged 12
		SP:Iteration 157Q (132668.520000 sec): 3 clusters
  Score: Raw -1797380.571492 + Penalty 3165.508776 = -1794215.062715
  nChanged 12
		SP:Iteration 158Q (132668.750000 sec): 3 clusters
  Score: Raw -1797385.703150 + Penalty 3165.508776 = -1794220.194374
  nChanged 20
		SP:Iteration 159Q (132669.020000 sec): 3 clusters
  Score: Raw -1797392.325070 + Penalty 3165.508776 = -1794226.816294
  nChanged 18
		SP:Iteration 160F (132669.300000 sec): 3 clusters
  Score: Raw -1797398.339970 + Penalty 3165.508776 = -1794232.831194
  nChanged 11
		SP:Iteration 161Q (132669.580000 sec): 3 clusters
  Score: Raw -1797402.825771 + Penalty 3165.508776 = -1794237.316995
  nChanged 18
		SP:Iteration 162Q (132669.810000 sec): 3 clusters
  Score: Raw -1797407.332896 + Penalty 3165.508776 = -1794241.824120
  nChanged 4
		SP:Iteration 163Q (132670.050000 sec): 3 clusters
  Score: Raw -1797408.238156 + Penalty 3165.508776 = -1794242.729380
  nChanged 5
		SP:Iteration 164Q (132670.330000 sec): 3 clusters
  Score: Raw -1797409.871828 + Penalty 3165.508776 = -1794244.363052
  nChanged 5
		SP:Iteration 165Q (132670.650000 sec): 3 clusters
  Score: Raw -1797411.043534 + Penalty 3165.508776 = -1794245.534757
  nChanged 3
		SP:Iteration 166Q (132670.890000 sec): 3 clusters
  Score: Raw -1797411.586785 + Penalty 3165.508776 = -1794246.078009
  nChanged 2
		SP:Iteration 167Q (132671.140000 sec): 3 clusters
  Score: Raw -1797411.871973 + Penalty 3165.508776 = -1794246.363197
  nChanged 1
		SP:Iteration 168Q (132671.490000 sec): 3 clusters
  Score: Raw -1797412.512059 + Penalty 3165.508776 = -1794247.003283
  nChanged 2
		SP:Iteration 169Q (132671.760000 sec): 3 clusters
  Score: Raw -1797412.719090 + Penalty 3165.508776 = -1794247.210313
  nChanged 0
		SP:Iteration 170F (132672.020000 sec): 3 clusters
  Score: Raw -1797412.719090 + Penalty 3165.508776 = -1794247.210313
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132672.150000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132672.330000 sec): 3 clusters
  Score: Raw -26849.123827 + Penalty 1810.950060 = -25038.173767
  nChanged 47
		SP:Iteration 1F (132672.530000 sec): 3 clusters
  Score: Raw -26958.532992 + Penalty 1810.950060 = -25147.582931
  nChanged 9
		SP:Iteration 2Q (132672.740000 sec): 3 clusters
  Score: Raw -26985.852361 + Penalty 1810.950060 = -25174.902300
  nChanged 1
		SP:Iteration 3Q (132672.950000 sec): 3 clusters
  Score: Raw -26989.109326 + Penalty 1810.950060 = -25178.159266
  nChanged 2
		SP:Iteration 4Q (132673.150000 sec): 3 clusters
  Score: Raw -26993.797828 + Penalty 1810.950060 = -25182.847767
  nChanged 1
		SP:Iteration 5Q (132673.320000 sec): 3 clusters
  Score: Raw -26995.765481 + Penalty 1810.950060 = -25184.815420
  nChanged 0
		SP:Iteration 6F (132673.550000 sec): 3 clusters
  Score: Raw -26995.765481 + Penalty 1810.950060 = -25184.815420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132673.630000 sec): 2 clusters
  Score: Raw -116931.210894 + Penalty 1176.022092 = -115755.188803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132673.850000 sec): 3 clusters
  Score: Raw -116472.273733 + Penalty 2352.044183 = -114120.229550
  nChanged 485
		SP:Iteration 1F (132674.060000 sec): 3 clusters
  Score: Raw -116944.882835 + Penalty 2352.044183 = -114592.838652
  nChanged 127
		SP:Iteration 2F (132674.190000 sec): 3 clusters
  Score: Raw -117092.662061 + Penalty 2352.044183 = -114740.617878
  nChanged 86
		SP:Iteration 3F (132674.390000 sec): 3 clusters
  Score: Raw -117218.849672 + Penalty 2352.044183 = -114866.805489
  nChanged 63
		SP:Iteration 4Q (132674.570000 sec): 3 clusters
  Score: Raw -117275.610423 + Penalty 2352.044183 = -114923.566240
  nChanged 39
		SP:Iteration 5Q (132674.730000 sec): 3 clusters
  Score: Raw -117317.766885 + Penalty 2352.044183 = -114965.722701
  nChanged 33
		SP:Iteration 6Q (132674.880000 sec): 3 clusters
  Score: Raw -117348.760215 + Penalty 2352.044183 = -114996.716032
  nChanged 31
		SP:Iteration 7Q (132675.090000 sec): 3 clusters
  Score: Raw -117372.990601 + Penalty 2352.044183 = -115020.946418
  nChanged 19
		SP:Iteration 8Q (132675.280000 sec): 3 clusters
  Score: Raw -117394.613515 + Penalty 2352.044183 = -115042.569331
  nChanged 10
		SP:Iteration 9Q (132675.460000 sec): 3 clusters
  Score: Raw -117404.672191 + Penalty 2352.044183 = -115052.628008
  nChanged 13
		SP:Iteration 10Q (132675.610000 sec): 3 clusters
  Score: Raw -117413.231739 + Penalty 2352.044183 = -115061.187555
  nChanged 5
		SP:Iteration 11Q (132675.830000 sec): 3 clusters
  Score: Raw -117419.322167 + Penalty 2352.044183 = -115067.277983
  nChanged 3
		SP:Iteration 12Q (132675.970000 sec): 3 clusters
  Score: Raw -117420.054135 + Penalty 2352.044183 = -115068.009951
  nChanged 4
		SP:Iteration 13Q (132676.110000 sec): 3 clusters
  Score: Raw -117421.970164 + Penalty 2352.044183 = -115069.925981
  nChanged 5
		SP:Iteration 14Q (132676.310000 sec): 3 clusters
  Score: Raw -117424.754646 + Penalty 2352.044183 = -115072.710463
  nChanged 5
		SP:Iteration 15Q (132676.450000 sec): 3 clusters
  Score: Raw -117427.619617 + Penalty 2352.044183 = -115075.575434
  nChanged 6
		SP:Iteration 16Q (132676.620000 sec): 3 clusters
  Score: Raw -117433.813874 + Penalty 2352.044183 = -115081.769690
  nChanged 7
		SP:Iteration 17Q (132676.790000 sec): 3 clusters
  Score: Raw -117442.000444 + Penalty 2352.044183 = -115089.956260
  nChanged 6
		SP:Iteration 18Q (132676.980000 sec): 3 clusters
  Score: Raw -117451.347323 + Penalty 2352.044183 = -115099.303140
  nChanged 9
		SP:Iteration 19Q (132677.120000 sec): 3 clusters
  Score: Raw -117458.564608 + Penalty 2352.044183 = -115106.520424
  nChanged 8
		SP:Iteration 20F (132677.270000 sec): 3 clusters
  Score: Raw -117465.026861 + Penalty 2352.044183 = -115112.982678
  nChanged 11
		SP:Iteration 21Q (132677.450000 sec): 3 clusters
  Score: Raw -117474.999688 + Penalty 2352.044183 = -115122.955505
  nChanged 7
		SP:Iteration 22Q (132677.600000 sec): 3 clusters
  Score: Raw -117481.203163 + Penalty 2352.044183 = -115129.158980
  nChanged 5
		SP:Iteration 23Q (132677.790000 sec): 3 clusters
  Score: Raw -117483.873905 + Penalty 2352.044183 = -115131.829722
  nChanged 3
		SP:Iteration 24Q (132677.930000 sec): 3 clusters
  Score: Raw -117484.900623 + Penalty 2352.044183 = -115132.856439
  nChanged 0
		SP:Iteration 25F (132678.100000 sec): 3 clusters
  Score: Raw -117484.900623 + Penalty 2352.044183 = -115132.856439
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132678.250000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132678.410000 sec): 3 clusters
  Score: Raw -30598.899467 + Penalty 1847.163424 = -28751.736043
  nChanged 56
		SP:Iteration 1F (132678.590000 sec): 3 clusters
  Score: Raw -30711.256532 + Penalty 1847.163424 = -28864.093108
  nChanged 12
		SP:Iteration 2Q (132678.780000 sec): 3 clusters
  Score: Raw -30738.094456 + Penalty 1847.163424 = -28890.931032
  nChanged 5
		SP:Iteration 3Q (132678.960000 sec): 3 clusters
  Score: Raw -30753.764135 + Penalty 1847.163424 = -28906.600711
  nChanged 7
		SP:Iteration 4Q (132679.090000 sec): 3 clusters
  Score: Raw -30772.313485 + Penalty 1847.163424 = -28925.150061
  nChanged 4
		SP:Iteration 5Q (132679.230000 sec): 3 clusters
  Score: Raw -30782.094003 + Penalty 1847.163424 = -28934.930579
  nChanged 0
		SP:Iteration 6F (132679.370000 sec): 3 clusters
  Score: Raw -30782.094003 + Penalty 1847.163424 = -28934.930579
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132679.480000 sec): 2 clusters
  Score: Raw -278956.523281 + Penalty 1274.561666 = -277681.961615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132679.620000 sec): 3 clusters
  Score: Raw -277779.183709 + Penalty 2549.123331 = -275230.060378
  nChanged 955
		SP:Iteration 1F (132679.730000 sec): 3 clusters
  Score: Raw -278358.157863 + Penalty 2549.123331 = -275809.034532
  nChanged 180
		SP:Iteration 2F (132679.860000 sec): 3 clusters
  Score: Raw -278474.824171 + Penalty 2549.123331 = -275925.700839
  nChanged 136
		SP:Iteration 3F (132680.080000 sec): 3 clusters
  Score: Raw -278569.107568 + Penalty 2549.123331 = -276019.984237
  nChanged 129
		SP:Iteration 4F (132680.230000 sec): 3 clusters
  Score: Raw -278658.068891 + Penalty 2549.123331 = -276108.945560
  nChanged 109
		SP:Iteration 5Q (132680.420000 sec): 3 clusters
  Score: Raw -278736.067727 + Penalty 2549.123331 = -276186.944395
  nChanged 88
		SP:Iteration 6Q (132680.620000 sec): 3 clusters
  Score: Raw -278789.285394 + Penalty 2549.123331 = -276240.162063
  nChanged 66
		SP:Iteration 7Q (132680.760000 sec): 3 clusters
  Score: Raw -278830.100814 + Penalty 2549.123331 = -276280.977483
  nChanged 57
		SP:Iteration 8Q (132680.900000 sec): 3 clusters
  Score: Raw -278865.545140 + Penalty 2549.123331 = -276316.421808
  nChanged 52
		SP:Iteration 9Q (132681.020000 sec): 3 clusters
  Score: Raw -278900.571203 + Penalty 2549.123331 = -276351.447872
  nChanged 55
		SP:Iteration 10Q (132681.190000 sec): 3 clusters
  Score: Raw -278935.326870 + Penalty 2549.123331 = -276386.203539
  nChanged 48
		SP:Iteration 11Q (132681.330000 sec): 3 clusters
  Score: Raw -278962.724511 + Penalty 2549.123331 = -276413.601179
  nChanged 35
		SP:Iteration 12Q (132681.460000 sec): 3 clusters
  Score: Raw -278979.986267 + Penalty 2549.123331 = -276430.862935
  nChanged 21
		SP:Iteration 13Q (132681.610000 sec): 3 clusters
  Score: Raw -278990.117015 + Penalty 2549.123331 = -276440.993684
  nChanged 19
		SP:Iteration 14Q (132681.770000 sec): 3 clusters
  Score: Raw -278997.722204 + Penalty 2549.123331 = -276448.598873
  nChanged 10
		SP:Iteration 15Q (132681.940000 sec): 3 clusters
  Score: Raw -279002.783946 + Penalty 2549.123331 = -276453.660614
  nChanged 12
		SP:Iteration 16Q (132682.080000 sec): 3 clusters
  Score: Raw -279010.687981 + Penalty 2549.123331 = -276461.564650
  nChanged 16
		SP:Iteration 17Q (132682.280000 sec): 3 clusters
  Score: Raw -279018.325464 + Penalty 2549.123331 = -276469.202133
  nChanged 14
		SP:Iteration 18Q (132682.430000 sec): 3 clusters
  Score: Raw -279023.648508 + Penalty 2549.123331 = -276474.525176
  nChanged 10
		SP:Iteration 19Q (132682.580000 sec): 3 clusters
  Score: Raw -279028.679670 + Penalty 2549.123331 = -276479.556339
  nChanged 11
		SP:Iteration 20F (132682.820000 sec): 3 clusters
  Score: Raw -279034.612772 + Penalty 2549.123331 = -276485.489441
  nChanged 17
		SP:Iteration 21Q (132683.010000 sec): 3 clusters
  Score: Raw -279044.641813 + Penalty 2549.123331 = -276495.518482
  nChanged 15
		SP:Iteration 22Q (132683.190000 sec): 3 clusters
  Score: Raw -279054.739969 + Penalty 2549.123331 = -276505.616638
  nChanged 15
		SP:Iteration 23Q (132683.330000 sec): 3 clusters
  Score: Raw -279065.479862 + Penalty 2549.123331 = -276516.356531
  nChanged 14
		SP:Iteration 24Q (132683.510000 sec): 3 clusters
  Score: Raw -279073.704211 + Penalty 2549.123331 = -276524.580880
  nChanged 11
		SP:Iteration 25Q (132683.730000 sec): 3 clusters
  Score: Raw -279079.232407 + Penalty 2549.123331 = -276530.109075
  nChanged 10
		SP:Iteration 26Q (132683.920000 sec): 3 clusters
  Score: Raw -279084.278654 + Penalty 2549.123331 = -276535.155322
  nChanged 10
		SP:Iteration 27Q (132684.110000 sec): 3 clusters
  Score: Raw -279090.087182 + Penalty 2549.123331 = -276540.963851
  nChanged 9
		SP:Iteration 28Q (132684.290000 sec): 3 clusters
  Score: Raw -279096.141051 + Penalty 2549.123331 = -276547.017720
  nChanged 8
		SP:Iteration 29Q (132684.480000 sec): 3 clusters
  Score: Raw -279101.045342 + Penalty 2549.123331 = -276551.922011
  nChanged 6
		SP:Iteration 30Q (132684.670000 sec): 3 clusters
  Score: Raw -279103.917316 + Penalty 2549.123331 = -276554.793985
  nChanged 4
		SP:Iteration 31Q (132684.830000 sec): 3 clusters
  Score: Raw -279106.221489 + Penalty 2549.123331 = -276557.098157
  nChanged 3
		SP:Iteration 32Q (132685.050000 sec): 3 clusters
  Score: Raw -279107.985405 + Penalty 2549.123331 = -276558.862074
  nChanged 1
		SP:Iteration 33Q (132685.220000 sec): 3 clusters
  Score: Raw -279108.438609 + Penalty 2549.123331 = -276559.315278
  nChanged 1
		SP:Iteration 34Q (132685.450000 sec): 3 clusters
  Score: Raw -279108.824174 + Penalty 2549.123331 = -276559.700842
  nChanged 1
		SP:Iteration 35Q (132685.640000 sec): 3 clusters
  Score: Raw -279109.082109 + Penalty 2549.123331 = -276559.958777
  nChanged 0
		SP:Iteration 36F (132685.810000 sec): 3 clusters
  Score: Raw -279109.082109 + Penalty 2549.123331 = -276559.958777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132685.930000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132686.120000 sec): 3 clusters
  Score: Raw -49864.114420 + Penalty 1997.557009 = -47866.557412
  nChanged 90
		SP:Iteration 1F (132686.270000 sec): 3 clusters
  Score: Raw -49992.670060 + Penalty 1997.557009 = -47995.113051
  nChanged 30
		SP:Iteration 2F (132686.450000 sec): 3 clusters
  Score: Raw -50046.800549 + Penalty 1997.557009 = -48049.243540
  nChanged 18
		SP:Iteration 3Q (132686.630000 sec): 3 clusters
  Score: Raw -50081.747318 + Penalty 1997.557009 = -48084.190310
  nChanged 10
		SP:Iteration 4Q (132686.850000 sec): 3 clusters
  Score: Raw -50098.081812 + Penalty 1997.557009 = -48100.524804
  nChanged 4
		SP:Iteration 5Q (132687.000000 sec): 3 clusters
  Score: Raw -50103.318361 + Penalty 1997.557009 = -48105.761353
  nChanged 1
		SP:Iteration 6Q (132687.170000 sec): 3 clusters
  Score: Raw -50105.739562 + Penalty 1997.557009 = -48108.182554
  nChanged 4
		SP:Iteration 7Q (132687.360000 sec): 3 clusters
  Score: Raw -50109.424134 + Penalty 1997.557009 = -48111.867125
  nChanged 2
		SP:Iteration 8Q (132687.550000 sec): 3 clusters
  Score: Raw -50113.664263 + Penalty 1997.557009 = -48116.107255
  nChanged 3
		SP:Iteration 9Q (132687.730000 sec): 3 clusters
  Score: Raw -50118.398920 + Penalty 1997.557009 = -48120.841911
  nChanged 1
		SP:Iteration 10Q (132687.970000 sec): 3 clusters
  Score: Raw -50119.826345 + Penalty 1997.557009 = -48122.269337
  nChanged 0
		SP:Iteration 11F (132688.170000 sec): 3 clusters
  Score: Raw -50119.826345 + Penalty 1997.557009 = -48122.269337
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (167812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132688.960000 sec): 2 clusters
  Score: Raw -17604387.524084 + Penalty 1954.972432 = -17602432.551652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132689.830000 sec): 3 clusters
  Score: Raw -17493566.369088 + Penalty 3909.944865 = -17489656.424223
  nChanged 81131
		SP:Iteration 1F (132690.770000 sec): 3 clusters
  Score: Raw -17543278.150475 + Penalty 3909.944865 = -17539368.205610
  nChanged 6575
		SP:Iteration 2Q (132691.640000 sec): 3 clusters
  Score: Raw -17545438.097535 + Penalty 3909.944865 = -17541528.152670
  nChanged 7342
		SP:Iteration 3Q (132692.650000 sec): 3 clusters
  Score: Raw -17548251.798281 + Penalty 3909.944865 = -17544341.853416
  nChanged 8108
		SP:Iteration 4Q (132693.670000 sec): 3 clusters
  Score: Raw -17551797.488124 + Penalty 3909.944865 = -17547887.543259
  nChanged 8714
		SP:Iteration 5F (132694.660000 sec): 3 clusters
  Score: Raw -17556083.564249 + Penalty 3909.944865 = -17552173.619384
  nChanged 9082
		SP:Iteration 6F (132695.550000 sec): 3 clusters
  Score: Raw -17561222.252002 + Penalty 3909.944865 = -17557312.307137
  nChanged 9484
		SP:Iteration 7F (132696.480000 sec): 3 clusters
  Score: Raw -17567258.154933 + Penalty 3909.944865 = -17563348.210069
  nChanged 9219
		SP:Iteration 8F (132697.370000 sec): 3 clusters
  Score: Raw -17572729.162159 + Penalty 3909.944865 = -17568819.217295
  nChanged 7696
		SP:Iteration 9Q (132698.290000 sec): 3 clusters
  Score: Raw -17575927.915223 + Penalty 3909.944865 = -17572017.970358
  nChanged 5181
		SP:Iteration 10Q (132699.210000 sec): 3 clusters
  Score: Raw -17577171.879903 + Penalty 3909.944865 = -17573261.935039
  nChanged 2980
		SP:Iteration 11Q (132700.210000 sec): 3 clusters
  Score: Raw -17577621.856658 + Penalty 3909.944865 = -17573711.911793
  nChanged 1869
		SP:Iteration 12Q (132701.150000 sec): 3 clusters
  Score: Raw -17577879.353705 + Penalty 3909.944865 = -17573969.408840
  nChanged 1532
		SP:Iteration 13Q (132702.150000 sec): 3 clusters
  Score: Raw -17578113.557400 + Penalty 3909.944865 = -17574203.612535
  nChanged 1513
		SP:Iteration 14Q (132703.230000 sec): 3 clusters
  Score: Raw -17578374.216169 + Penalty 3909.944865 = -17574464.271304
  nChanged 1630
		SP:Iteration 15Q (132704.100000 sec): 3 clusters
  Score: Raw -17578704.881481 + Penalty 3909.944865 = -17574794.936616
  nChanged 1816
		SP:Iteration 16Q (132704.960000 sec): 3 clusters
  Score: Raw -17579098.972547 + Penalty 3909.944865 = -17575189.027682
  nChanged 1860
		SP:Iteration 17Q (132705.850000 sec): 3 clusters
  Score: Raw -17579538.568501 + Penalty 3909.944865 = -17575628.623636
  nChanged 2071
		SP:Iteration 18Q (132706.860000 sec): 3 clusters
  Score: Raw -17580060.646210 + Penalty 3909.944865 = -17576150.701345
  nChanged 2182
		SP:Iteration 19Q (132707.730000 sec): 3 clusters
  Score: Raw -17580652.141743 + Penalty 3909.944865 = -17576742.196878
  nChanged 2291
		SP:Iteration 20F (132708.640000 sec): 3 clusters
  Score: Raw -17581303.530463 + Penalty 3909.944865 = -17577393.585598
  nChanged 2431
		SP:Iteration 21Q (132709.510000 sec): 3 clusters
  Score: Raw -17582036.111809 + Penalty 3909.944865 = -17578126.166944
  nChanged 2509
		SP:Iteration 22Q (132710.370000 sec): 3 clusters
  Score: Raw -17582819.729446 + Penalty 3909.944865 = -17578909.784581
  nChanged 2604
		SP:Iteration 23Q (132711.290000 sec): 3 clusters
  Score: Raw -17583607.267196 + Penalty 3909.944865 = -17579697.322331
  nChanged 2453
		SP:Iteration 24Q (132712.210000 sec): 3 clusters
  Score: Raw -17584328.833098 + Penalty 3909.944865 = -17580418.888233
  nChanged 2466
		SP:Iteration 25Q (132713.230000 sec): 3 clusters
  Score: Raw -17585059.296313 + Penalty 3909.944865 = -17581149.351448
  nChanged 2434
		SP:Iteration 26Q (132714.220000 sec): 3 clusters
  Score: Raw -17585755.519895 + Penalty 3909.944865 = -17581845.575030
  nChanged 2303
		SP:Iteration 27Q (132715.140000 sec): 3 clusters
  Score: Raw -17586405.292169 + Penalty 3909.944865 = -17582495.347304
  nChanged 2275
		SP:Iteration 28Q (132716.050000 sec): 3 clusters
  Score: Raw -17587031.818095 + Penalty 3909.944865 = -17583121.873230
  nChanged 2244
		SP:Iteration 29Q (132717.000000 sec): 3 clusters
  Score: Raw -17587629.336841 + Penalty 3909.944865 = -17583719.391976
  nChanged 2024
		SP:Iteration 30Q (132717.910000 sec): 3 clusters
  Score: Raw -17588118.622551 + Penalty 3909.944865 = -17584208.677686
  nChanged 1846
		SP:Iteration 31Q (132718.850000 sec): 3 clusters
  Score: Raw -17588546.831661 + Penalty 3909.944865 = -17584636.886796
  nChanged 1739
		SP:Iteration 32Q (132719.790000 sec): 3 clusters
  Score: Raw -17588924.542131 + Penalty 3909.944865 = -17585014.597266
  nChanged 1603
		SP:Iteration 33Q (132720.800000 sec): 3 clusters
  Score: Raw -17589244.096508 + Penalty 3909.944865 = -17585334.151643
  nChanged 1503
		SP:Iteration 34Q (132721.740000 sec): 3 clusters
  Score: Raw -17589525.939837 + Penalty 3909.944865 = -17585615.994972
  nChanged 1422
		SP:Iteration 35Q (132722.720000 sec): 3 clusters
  Score: Raw -17589778.339982 + Penalty 3909.944865 = -17585868.395117
  nChanged 1313
		SP:Iteration 36Q (132723.730000 sec): 3 clusters
  Score: Raw -17590006.816199 + Penalty 3909.944865 = -17586096.871334
  nChanged 1302
		SP:Iteration 37Q (132724.700000 sec): 3 clusters
  Score: Raw -17590223.981954 + Penalty 3909.944865 = -17586314.037089
  nChanged 1272
		SP:Iteration 38Q (132725.640000 sec): 3 clusters
  Score: Raw -17590441.146400 + Penalty 3909.944865 = -17586531.201535
  nChanged 1329
		SP:Iteration 39Q (132726.590000 sec): 3 clusters
  Score: Raw -17590671.031553 + Penalty 3909.944865 = -17586761.086688
  nChanged 1360
		SP:Iteration 40F (132727.610000 sec): 3 clusters
  Score: Raw -17590913.577741 + Penalty 3909.944865 = -17587003.632876
  nChanged 1437
		SP:Iteration 41Q (132728.580000 sec): 3 clusters
  Score: Raw -17591169.853751 + Penalty 3909.944865 = -17587259.908886
  nChanged 1409
		SP:Iteration 42Q (132729.510000 sec): 3 clusters
  Score: Raw -17591426.017169 + Penalty 3909.944865 = -17587516.072304
  nChanged 1470
		SP:Iteration 43Q (132730.420000 sec): 3 clusters
  Score: Raw -17591705.698302 + Penalty 3909.944865 = -17587795.753438
  nChanged 1545
		SP:Iteration 44Q (132731.400000 sec): 3 clusters
  Score: Raw -17592014.266847 + Penalty 3909.944865 = -17588104.321982
  nChanged 1614
		SP:Iteration 45Q (132732.290000 sec): 3 clusters
  Score: Raw -17592340.532045 + Penalty 3909.944865 = -17588430.587180
  nChanged 1628
		SP:Iteration 46Q (132733.200000 sec): 3 clusters
  Score: Raw -17592691.454282 + Penalty 3909.944865 = -17588781.509417
  nChanged 1690
		SP:Iteration 47Q (132734.090000 sec): 3 clusters
  Score: Raw -17593081.912806 + Penalty 3909.944865 = -17589171.967941
  nChanged 1723
		SP:Iteration 48Q (132735.010000 sec): 3 clusters
  Score: Raw -17593507.599896 + Penalty 3909.944865 = -17589597.655031
  nChanged 1764
		SP:Iteration 49Q (132735.950000 sec): 3 clusters
  Score: Raw -17593965.839403 + Penalty 3909.944865 = -17590055.894538
  nChanged 1799
		SP:Iteration 50Q (132736.970000 sec): 3 clusters
  Score: Raw -17594463.912336 + Penalty 3909.944865 = -17590553.967471
  nChanged 1858
		SP:Iteration 51Q (132737.860000 sec): 3 clusters
  Score: Raw -17595019.948161 + Penalty 3909.944865 = -17591110.003296
  nChanged 1881
		SP:Iteration 52Q (132738.740000 sec): 3 clusters
  Score: Raw -17595611.278294 + Penalty 3909.944865 = -17591701.333429
  nChanged 1875
		SP:Iteration 53Q (132739.630000 sec): 3 clusters
  Score: Raw -17596213.840939 + Penalty 3909.944865 = -17592303.896074
  nChanged 1828
		SP:Iteration 54Q (132740.480000 sec): 3 clusters
  Score: Raw -17596812.431375 + Penalty 3909.944865 = -17592902.486510
  nChanged 1732
		SP:Iteration 55Q (132741.280000 sec): 3 clusters
  Score: Raw -17597377.169055 + Penalty 3909.944865 = -17593467.224190
  nChanged 1727
		SP:Iteration 56Q (132742.140000 sec): 3 clusters
  Score: Raw -17597973.262120 + Penalty 3909.944865 = -17594063.317255
  nChanged 1681
		SP:Iteration 57Q (132742.970000 sec): 3 clusters
  Score: Raw -17598567.678644 + Penalty 3909.944865 = -17594657.733780
  nChanged 1720
		SP:Iteration 58Q (132743.810000 sec): 3 clusters
  Score: Raw -17599209.884963 + Penalty 3909.944865 = -17595299.940099
  nChanged 1642
		SP:Iteration 59Q (132744.690000 sec): 3 clusters
  Score: Raw -17599824.905124 + Penalty 3909.944865 = -17595914.960260
  nChanged 1508
		SP:Iteration 60F (132745.550000 sec): 3 clusters
  Score: Raw -17600392.292195 + Penalty 3909.944865 = -17596482.347330
  nChanged 1422
		SP:Iteration 61Q (132746.430000 sec): 3 clusters
  Score: Raw -17600928.692417 + Penalty 3909.944865 = -17597018.747552
  nChanged 1342
		SP:Iteration 62Q (132747.270000 sec): 3 clusters
  Score: Raw -17601444.133533 + Penalty 3909.944865 = -17597534.188668
  nChanged 1281
		SP:Iteration 63Q (132748.100000 sec): 3 clusters
  Score: Raw -17601928.382492 + Penalty 3909.944865 = -17598018.437627
  nChanged 1184
		SP:Iteration 64Q (132748.980000 sec): 3 clusters
  Score: Raw -17602397.788460 + Penalty 3909.944865 = -17598487.843595
  nChanged 1091
		SP:Iteration 65Q (132749.740000 sec): 3 clusters
  Score: Raw -17602839.208617 + Penalty 3909.944865 = -17598929.263752
  nChanged 974
		SP:Iteration 66Q (132750.570000 sec): 3 clusters
  Score: Raw -17603224.754161 + Penalty 3909.944865 = -17599314.809296
  nChanged 796
		SP:Iteration 67Q (132751.360000 sec): 3 clusters
  Score: Raw -17603526.362603 + Penalty 3909.944865 = -17599616.417739
  nChanged 707
		SP:Iteration 68Q (132752.200000 sec): 3 clusters
  Score: Raw -17603802.982943 + Penalty 3909.944865 = -17599893.038078
  nChanged 631
		SP:Iteration 69Q (132752.980000 sec): 3 clusters
  Score: Raw -17604048.424204 + Penalty 3909.944865 = -17600138.479339
  nChanged 509
		SP:Iteration 70Q (132753.720000 sec): 3 clusters
  Score: Raw -17604233.092416 + Penalty 3909.944865 = -17600323.147551
  nChanged 428
		SP:Iteration 71Q (132754.590000 sec): 3 clusters
  Score: Raw -17604378.290730 + Penalty 3909.944865 = -17600468.345865
  nChanged 363
		SP:Iteration 72Q (132755.460000 sec): 3 clusters
  Score: Raw -17604506.221817 + Penalty 3909.944865 = -17600596.276952
  nChanged 328
		SP:Iteration 73Q (132756.290000 sec): 3 clusters
  Score: Raw -17604625.217589 + Penalty 3909.944865 = -17600715.272724
  nChanged 290
		SP:Iteration 74Q (132757.130000 sec): 3 clusters
  Score: Raw -17604728.513706 + Penalty 3909.944865 = -17600818.568841
  nChanged 263
		SP:Iteration 75Q (132757.990000 sec): 3 clusters
  Score: Raw -17604830.510018 + Penalty 3909.944865 = -17600920.565153
  nChanged 237
		SP:Iteration 76Q (132758.790000 sec): 3 clusters
  Score: Raw -17604916.978771 + Penalty 3909.944865 = -17601007.033906
  nChanged 204
		SP:Iteration 77Q (132759.550000 sec): 3 clusters
  Score: Raw -17604982.937894 + Penalty 3909.944865 = -17601072.993030
  nChanged 177
		SP:Iteration 78Q (132760.310000 sec): 3 clusters
  Score: Raw -17605033.665696 + Penalty 3909.944865 = -17601123.720831
  nChanged 138
		SP:Iteration 79Q (132761.040000 sec): 3 clusters
  Score: Raw -17605072.833057 + Penalty 3909.944865 = -17601162.888192
  nChanged 130
		SP:Iteration 80F (132761.930000 sec): 3 clusters
  Score: Raw -17605102.170315 + Penalty 3909.944865 = -17601192.225450
  nChanged 99
		SP:Iteration 81Q (132762.670000 sec): 3 clusters
  Score: Raw -17605129.861319 + Penalty 3909.944865 = -17601219.916454
  nChanged 105
		SP:Iteration 82Q (132763.430000 sec): 3 clusters
  Score: Raw -17605155.244971 + Penalty 3909.944865 = -17601245.300106
  nChanged 80
		SP:Iteration 83Q (132764.130000 sec): 3 clusters
  Score: Raw -17605173.630466 + Penalty 3909.944865 = -17601263.685601
  nChanged 66
		SP:Iteration 84Q (132764.870000 sec): 3 clusters
  Score: Raw -17605188.527959 + Penalty 3909.944865 = -17601278.583094
  nChanged 76
		SP:Iteration 85Q (132765.630000 sec): 3 clusters
  Score: Raw -17605209.231157 + Penalty 3909.944865 = -17601299.286292
  nChanged 72
		SP:Iteration 86Q (132766.380000 sec): 3 clusters
  Score: Raw -17605225.616098 + Penalty 3909.944865 = -17601315.671233
  nChanged 53
		SP:Iteration 87Q (132767.260000 sec): 3 clusters
  Score: Raw -17605239.256906 + Penalty 3909.944865 = -17601329.312041
  nChanged 51
		SP:Iteration 88Q (132768.040000 sec): 3 clusters
  Score: Raw -17605251.704723 + Penalty 3909.944865 = -17601341.759859
  nChanged 48
		SP:Iteration 89Q (132768.840000 sec): 3 clusters
  Score: Raw -17605261.173359 + Penalty 3909.944865 = -17601351.228494
  nChanged 38
		SP:Iteration 90Q (132769.650000 sec): 3 clusters
  Score: Raw -17605268.343010 + Penalty 3909.944865 = -17601358.398145
  nChanged 35
		SP:Iteration 91Q (132770.450000 sec): 3 clusters
  Score: Raw -17605273.051575 + Penalty 3909.944865 = -17601363.106710
  nChanged 24
		SP:Iteration 92Q (132771.290000 sec): 3 clusters
  Score: Raw -17605276.314623 + Penalty 3909.944865 = -17601366.369758
  nChanged 13
		SP:Iteration 93Q (132772.030000 sec): 3 clusters
  Score: Raw -17605278.340322 + Penalty 3909.944865 = -17601368.395457
  nChanged 16
		SP:Iteration 94Q (132772.890000 sec): 3 clusters
  Score: Raw -17605280.322746 + Penalty 3909.944865 = -17601370.377881
  nChanged 13
		SP:Iteration 95Q (132773.790000 sec): 3 clusters
  Score: Raw -17605282.331440 + Penalty 3909.944865 = -17601372.386575
  nChanged 13
		SP:Iteration 96Q (132774.690000 sec): 3 clusters
  Score: Raw -17605284.187146 + Penalty 3909.944865 = -17601374.242281
  nChanged 8
		SP:Iteration 97Q (132775.510000 sec): 3 clusters
  Score: Raw -17605284.907374 + Penalty 3909.944865 = -17601374.962509
  nChanged 4
		SP:Iteration 98Q (132776.310000 sec): 3 clusters
  Score: Raw -17605285.307142 + Penalty 3909.944865 = -17601375.362278
  nChanged 3
		SP:Iteration 99Q (132777.140000 sec): 3 clusters
  Score: Raw -17605285.715386 + Penalty 3909.944865 = -17601375.770521
  nChanged 2
		SP:Iteration 100F (132778.110000 sec): 3 clusters
  Score: Raw -17605285.962908 + Penalty 3909.944865 = -17601376.018043
  nChanged 3
		SP:Iteration 101Q (132778.850000 sec): 3 clusters
  Score: Raw -17605286.337124 + Penalty 3909.944865 = -17601376.392259
  nChanged 4
		SP:Iteration 102Q (132779.570000 sec): 3 clusters
  Score: Raw -17605286.798079 + Penalty 3909.944865 = -17601376.853214
  nChanged 7
		SP:Iteration 103Q (132780.370000 sec): 3 clusters
  Score: Raw -17605287.564518 + Penalty 3909.944865 = -17601377.619653
  nChanged 6
		SP:Iteration 104Q (132781.110000 sec): 3 clusters
  Score: Raw -17605288.307029 + Penalty 3909.944865 = -17601378.362164
  nChanged 3
		SP:Iteration 105Q (132781.910000 sec): 3 clusters
  Score: Raw -17605288.509536 + Penalty 3909.944865 = -17601378.564671
  nChanged 3
		SP:Iteration 106Q (132782.570000 sec): 3 clusters
  Score: Raw -17605288.826966 + Penalty 3909.944865 = -17601378.882101
  nChanged 1
		SP:Iteration 107Q (132783.330000 sec): 3 clusters
  Score: Raw -17605289.018250 + Penalty 3909.944865 = -17601379.073385
  nChanged 2
		SP:Iteration 108Q (132784.130000 sec): 3 clusters
  Score: Raw -17605289.174885 + Penalty 3909.944865 = -17601379.230020
  nChanged 3
		SP:Iteration 109Q (132784.860000 sec): 3 clusters
  Score: Raw -17605289.396672 + Penalty 3909.944865 = -17601379.451808
  nChanged 1
		SP:Iteration 110Q (132785.570000 sec): 3 clusters
  Score: Raw -17605289.465264 + Penalty 3909.944865 = -17601379.520399
  nChanged 1
		SP:Iteration 111Q (132786.320000 sec): 3 clusters
  Score: Raw -17605289.536668 + Penalty 3909.944865 = -17601379.591803
  nChanged 0
		SP:Iteration 112F (132787.240000 sec): 3 clusters
  Score: Raw -17605289.536668 + Penalty 3909.944865 = -17601379.591803
  nChanged 0
Iteration 539Q (132876.440000 sec): 74 clusters
  Score: Raw -138114676.472859 + Penalty 167577.328758 = -137947099.144101
  nChanged 11
Iteration 540F (133037.210000 sec): 74 clusters
  Score: Raw -138114676.610703 + Penalty 167577.328758 = -137947099.281945
  nChanged 10
Iteration 541Q (133129.610000 sec): 74 clusters
  Score: Raw -138114676.775362 + Penalty 167577.328758 = -137947099.446603
  nChanged 13
Iteration 542Q (133218.440000 sec): 74 clusters
  Score: Raw -138114677.019092 + Penalty 167577.328758 = -137947099.690334
  nChanged 11
Iteration 543Q (133304.200000 sec): 74 clusters
  Score: Raw -138114677.237311 + Penalty 167577.328758 = -137947099.908553
  nChanged 10
Iteration 544Q (133394.850000 sec): 74 clusters
  Score: Raw -138114677.444187 + Penalty 167577.328758 = -137947100.115429
  nChanged 15
Iteration 545Q (133476.350000 sec): 74 clusters
  Score: Raw -138114677.709865 + Penalty 167577.328758 = -137947100.381107
  nChanged 10
Iteration 546Q (133559.140000 sec): 74 clusters
  Score: Raw -138114677.903607 + Penalty 167577.328758 = -137947100.574849
  nChanged 12
Iteration 547Q (133642.630000 sec): 74 clusters
  Score: Raw -138114678.159958 + Penalty 167577.328758 = -137947100.831199
  nChanged 9
Iteration 548Q (133726.710000 sec): 74 clusters
  Score: Raw -138114678.351738 + Penalty 167577.328758 = -137947101.022979
  nChanged 9
Iteration 549Q (133813.830000 sec): 74 clusters
  Score: Raw -138114678.441606 + Penalty 167577.328758 = -137947101.112848
  nChanged 7
Iteration 550Q (133893.420000 sec): 74 clusters
  Score: Raw -138114678.554519 + Penalty 167577.328758 = -137947101.225760
  nChanged 7
Iteration 551Q (133980.440000 sec): 74 clusters
  Score: Raw -138114678.730755 + Penalty 167577.328758 = -137947101.401997
  nChanged 6
Iteration 552Q (134077.370000 sec): 74 clusters
  Score: Raw -138114678.856117 + Penalty 167577.328758 = -137947101.527359
  nChanged 2
Iteration 553Q (134173.030000 sec): 74 clusters
  Score: Raw -138114678.902160 + Penalty 167577.328758 = -137947101.573402
  nChanged 2
Iteration 554Q (134271.340000 sec): 74 clusters
  Score: Raw -138114678.924303 + Penalty 167577.328758 = -137947101.595544
  nChanged 1
Iteration 555Q (134365.380000 sec): 74 clusters
  Score: Raw -138114678.927114 + Penalty 167577.328758 = -137947101.598355
  nChanged 1
Iteration 556Q (134462.670000 sec): 74 clusters
  Score: Raw -138114678.940919 + Penalty 167577.328758 = -137947101.612161
  nChanged 2
Iteration 557Q (134551.550000 sec): 74 clusters
  Score: Raw -138114678.968080 + Penalty 167577.328758 = -137947101.639321
  nChanged 0
Iteration 558F (134721.950000 sec): 74 clusters
  Score: Raw -138114678.968080 + Penalty 167577.328758 = -137947101.639321
  nChanged 0
Compute initial score before splitting:   Score: Raw -138114678.968080 + Penalty 167577.328758 = -137947101.639321
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134722.150000 sec): 2 clusters
  Score: Raw -113439.550172 + Penalty 1147.884394 = -112291.665778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134722.320000 sec): 3 clusters
  Score: Raw -113072.699910 + Penalty 2295.768787 = -110776.931122
  nChanged 349
		SP:Iteration 1F (134722.530000 sec): 3 clusters
  Score: Raw -113364.201203 + Penalty 2295.768787 = -111068.432416
  nChanged 93
		SP:Iteration 2F (134722.700000 sec): 3 clusters
  Score: Raw -113474.113049 + Penalty 2295.768787 = -111178.344262
  nChanged 51
		SP:Iteration 3Q (134722.880000 sec): 3 clusters
  Score: Raw -113538.901440 + Penalty 2295.768787 = -111243.132652
  nChanged 40
		SP:Iteration 4Q (134723.090000 sec): 3 clusters
  Score: Raw -113595.791106 + Penalty 2295.768787 = -111300.022318
  nChanged 29
		SP:Iteration 5Q (134723.250000 sec): 3 clusters
  Score: Raw -113629.476157 + Penalty 2295.768787 = -111333.707370
  nChanged 30
		SP:Iteration 6Q (134723.430000 sec): 3 clusters
  Score: Raw -113662.516363 + Penalty 2295.768787 = -111366.747576
  nChanged 22
		SP:Iteration 7Q (134723.600000 sec): 3 clusters
  Score: Raw -113681.653326 + Penalty 2295.768787 = -111385.884539
  nChanged 14
		SP:Iteration 8Q (134723.790000 sec): 3 clusters
  Score: Raw -113690.573549 + Penalty 2295.768787 = -111394.804762
  nChanged 8
		SP:Iteration 9Q (134724.000000 sec): 3 clusters
  Score: Raw -113696.697259 + Penalty 2295.768787 = -111400.928472
  nChanged 5
		SP:Iteration 10Q (134724.150000 sec): 3 clusters
  Score: Raw -113700.031728 + Penalty 2295.768787 = -111404.262941
  nChanged 1
		SP:Iteration 11Q (134724.330000 sec): 3 clusters
  Score: Raw -113700.372257 + Penalty 2295.768787 = -111404.603469
  nChanged 0
		SP:Iteration 12F (134724.540000 sec): 3 clusters
  Score: Raw -113700.372257 + Penalty 2295.768787 = -111404.603469
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (1999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134724.640000 sec): 2 clusters
  Score: Raw -196789.902024 + Penalty 1235.065379 = -195554.836644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134724.830000 sec): 3 clusters
  Score: Raw -195907.230213 + Penalty 2470.130759 = -193437.099455
  nChanged 715
		SP:Iteration 1F (134725.020000 sec): 3 clusters
  Score: Raw -196411.153144 + Penalty 2470.130759 = -193941.022385
  nChanged 165
		SP:Iteration 2F (134725.170000 sec): 3 clusters
  Score: Raw -196524.456263 + Penalty 2470.130759 = -194054.325505
  nChanged 92
		SP:Iteration 3Q (134725.380000 sec): 3 clusters
  Score: Raw -196588.825140 + Penalty 2470.130759 = -194118.694381
  nChanged 59
		SP:Iteration 4Q (134725.510000 sec): 3 clusters
  Score: Raw -196639.668076 + Penalty 2470.130759 = -194169.537318
  nChanged 58
		SP:Iteration 5Q (134725.700000 sec): 3 clusters
  Score: Raw -196696.235253 + Penalty 2470.130759 = -194226.104494
  nChanged 64
		SP:Iteration 6Q (134725.900000 sec): 3 clusters
  Score: Raw -196766.950485 + Penalty 2470.130759 = -194296.819726
  nChanged 75
		SP:Iteration 7Q (134726.100000 sec): 3 clusters
  Score: Raw -196840.329752 + Penalty 2470.130759 = -194370.198993
  nChanged 79
		SP:Iteration 8Q (134726.310000 sec): 3 clusters
  Score: Raw -196911.118987 + Penalty 2470.130759 = -194440.988228
  nChanged 64
		SP:Iteration 9Q (134726.490000 sec): 3 clusters
  Score: Raw -196963.907231 + Penalty 2470.130759 = -194493.776472
  nChanged 56
		SP:Iteration 10Q (134726.640000 sec): 3 clusters
  Score: Raw -197008.039979 + Penalty 2470.130759 = -194537.909221
  nChanged 57
		SP:Iteration 11Q (134726.820000 sec): 3 clusters
  Score: Raw -197055.319336 + Penalty 2470.130759 = -194585.188577
  nChanged 67
		SP:Iteration 12Q (134727.060000 sec): 3 clusters
  Score: Raw -197108.518025 + Penalty 2470.130759 = -194638.387267
  nChanged 53
		SP:Iteration 13Q (134727.200000 sec): 3 clusters
  Score: Raw -197140.684170 + Penalty 2470.130759 = -194670.553411
  nChanged 39
		SP:Iteration 14Q (134727.420000 sec): 3 clusters
  Score: Raw -197164.493433 + Penalty 2470.130759 = -194694.362674
  nChanged 30
		SP:Iteration 15Q (134727.580000 sec): 3 clusters
  Score: Raw -197185.861252 + Penalty 2470.130759 = -194715.730493
  nChanged 28
		SP:Iteration 16Q (134727.760000 sec): 3 clusters
  Score: Raw -197207.872585 + Penalty 2470.130759 = -194737.741827
  nChanged 21
		SP:Iteration 17Q (134727.980000 sec): 3 clusters
  Score: Raw -197224.355733 + Penalty 2470.130759 = -194754.224974
  nChanged 18
		SP:Iteration 18Q (134728.190000 sec): 3 clusters
  Score: Raw -197234.491109 + Penalty 2470.130759 = -194764.360350
  nChanged 10
		SP:Iteration 19Q (134728.360000 sec): 3 clusters
  Score: Raw -197239.479234 + Penalty 2470.130759 = -194769.348475
  nChanged 13
		SP:Iteration 20F (134728.520000 sec): 3 clusters
  Score: Raw -197247.689458 + Penalty 2470.130759 = -194777.558699
  nChanged 15
		SP:Iteration 21Q (134728.750000 sec): 3 clusters
  Score: Raw -197256.864835 + Penalty 2470.130759 = -194786.734077
  nChanged 9
		SP:Iteration 22Q (134728.950000 sec): 3 clusters
  Score: Raw -197262.530865 + Penalty 2470.130759 = -194792.400106
  nChanged 9
		SP:Iteration 23Q (134729.100000 sec): 3 clusters
  Score: Raw -197267.005674 + Penalty 2470.130759 = -194796.874915
  nChanged 5
		SP:Iteration 24Q (134729.340000 sec): 3 clusters
  Score: Raw -197269.656488 + Penalty 2470.130759 = -194799.525729
  nChanged 4
		SP:Iteration 25Q (134729.530000 sec): 3 clusters
  Score: Raw -197271.613163 + Penalty 2470.130759 = -194801.482404
  nChanged 2
		SP:Iteration 26Q (134729.680000 sec): 3 clusters
  Score: Raw -197272.637685 + Penalty 2470.130759 = -194802.506926
  nChanged 1
		SP:Iteration 27Q (134729.900000 sec): 3 clusters
  Score: Raw -197272.992932 + Penalty 2470.130759 = -194802.862173
  nChanged 2
		SP:Iteration 28Q (134730.080000 sec): 3 clusters
  Score: Raw -197274.378821 + Penalty 2470.130759 = -194804.248062
  nChanged 3
		SP:Iteration 29Q (134730.240000 sec): 3 clusters
  Score: Raw -197275.831743 + Penalty 2470.130759 = -194805.700985
  nChanged 3
		SP:Iteration 30Q (134730.440000 sec): 3 clusters
  Score: Raw -197277.066942 + Penalty 2470.130759 = -194806.936183
  nChanged 2
		SP:Iteration 31Q (134730.620000 sec): 3 clusters
  Score: Raw -197277.962029 + Penalty 2470.130759 = -194807.831271
  nChanged 4
		SP:Iteration 32Q (134730.820000 sec): 3 clusters
  Score: Raw -197280.193586 + Penalty 2470.130759 = -194810.062828
  nChanged 7
		SP:Iteration 33Q (134730.960000 sec): 3 clusters
  Score: Raw -197283.090838 + Penalty 2470.130759 = -194812.960079
  nChanged 2
		SP:Iteration 34Q (134731.160000 sec): 3 clusters
  Score: Raw -197284.321289 + Penalty 2470.130759 = -194814.190530
  nChanged 1
		SP:Iteration 35Q (134731.320000 sec): 3 clusters
  Score: Raw -197284.971775 + Penalty 2470.130759 = -194814.841016
  nChanged 2
		SP:Iteration 36Q (134731.510000 sec): 3 clusters
  Score: Raw -197285.806839 + Penalty 2470.130759 = -194815.676081
  nChanged 1
		SP:Iteration 37Q (134731.680000 sec): 3 clusters
  Score: Raw -197286.978446 + Penalty 2470.130759 = -194816.847687
  nChanged 2
		SP:Iteration 38Q (134731.830000 sec): 3 clusters
  Score: Raw -197288.509556 + Penalty 2470.130759 = -194818.378798
  nChanged 4
		SP:Iteration 39Q (134732.040000 sec): 3 clusters
  Score: Raw -197290.915273 + Penalty 2470.130759 = -194820.784514
  nChanged 3
		SP:Iteration 40F (134732.220000 sec): 3 clusters
  Score: Raw -197292.202221 + Penalty 2470.130759 = -194822.071462
  nChanged 2
		SP:Iteration 41Q (134732.420000 sec): 3 clusters
  Score: Raw -197293.246451 + Penalty 2470.130759 = -194823.115692
  nChanged 4
		SP:Iteration 42Q (134732.600000 sec): 3 clusters
  Score: Raw -197295.048386 + Penalty 2470.130759 = -194824.917628
  nChanged 1
		SP:Iteration 43Q (134732.760000 sec): 3 clusters
  Score: Raw -197295.458800 + Penalty 2470.130759 = -194825.328042
  nChanged 2
		SP:Iteration 44Q (134732.910000 sec): 3 clusters
  Score: Raw -197296.067938 + Penalty 2470.130759 = -194825.937180
  nChanged 0
		SP:Iteration 45F (134733.070000 sec): 3 clusters
  Score: Raw -197296.067938 + Penalty 2470.130759 = -194825.937180
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134733.160000 sec): 2 clusters
  Score: Raw -385903.897441 + Penalty 1350.082348 = -384553.815094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134733.370000 sec): 3 clusters
  Score: Raw -383925.724626 + Penalty 2700.164696 = -381225.559931
  nChanged 1571
		SP:Iteration 1F (134733.540000 sec): 3 clusters
  Score: Raw -384983.750946 + Penalty 2700.164696 = -382283.586250
  nChanged 332
		SP:Iteration 2F (134733.710000 sec): 3 clusters
  Score: Raw -385251.094050 + Penalty 2700.164696 = -382550.929354
  nChanged 277
		SP:Iteration 3F (134733.920000 sec): 3 clusters
  Score: Raw -385469.599537 + Penalty 2700.164696 = -382769.434841
  nChanged 242
		SP:Iteration 4F (134734.100000 sec): 3 clusters
  Score: Raw -385703.597091 + Penalty 2700.164696 = -383003.432395
  nChanged 247
		SP:Iteration 5F (134734.270000 sec): 3 clusters
  Score: Raw -385959.013126 + Penalty 2700.164696 = -383258.848431
  nChanged 202
		SP:Iteration 6Q (134734.450000 sec): 3 clusters
  Score: Raw -386175.508702 + Penalty 2700.164696 = -383475.344006
  nChanged 174
		SP:Iteration 7Q (134734.640000 sec): 3 clusters
  Score: Raw -386357.289008 + Penalty 2700.164696 = -383657.124312
  nChanged 143
		SP:Iteration 8Q (134734.840000 sec): 3 clusters
  Score: Raw -386467.535072 + Penalty 2700.164696 = -383767.370376
  nChanged 96
		SP:Iteration 9Q (134735.040000 sec): 3 clusters
  Score: Raw -386533.699118 + Penalty 2700.164696 = -383833.534423
  nChanged 74
		SP:Iteration 10Q (134735.210000 sec): 3 clusters
  Score: Raw -386577.353884 + Penalty 2700.164696 = -383877.189188
  nChanged 60
		SP:Iteration 11Q (134735.460000 sec): 3 clusters
  Score: Raw -386612.400984 + Penalty 2700.164696 = -383912.236289
  nChanged 42
		SP:Iteration 12Q (134735.650000 sec): 3 clusters
  Score: Raw -386634.100008 + Penalty 2700.164696 = -383933.935313
  nChanged 38
		SP:Iteration 13Q (134735.870000 sec): 3 clusters
  Score: Raw -386651.296144 + Penalty 2700.164696 = -383951.131449
  nChanged 26
		SP:Iteration 14Q (134736.080000 sec): 3 clusters
  Score: Raw -386660.328006 + Penalty 2700.164696 = -383960.163310
  nChanged 18
		SP:Iteration 15Q (134736.270000 sec): 3 clusters
  Score: Raw -386666.894068 + Penalty 2700.164696 = -383966.729372
  nChanged 12
		SP:Iteration 16Q (134736.470000 sec): 3 clusters
  Score: Raw -386670.371614 + Penalty 2700.164696 = -383970.206918
  nChanged 10
		SP:Iteration 17Q (134736.690000 sec): 3 clusters
  Score: Raw -386673.788354 + Penalty 2700.164696 = -383973.623658
  nChanged 13
		SP:Iteration 18Q (134736.900000 sec): 3 clusters
  Score: Raw -386677.622308 + Penalty 2700.164696 = -383977.457612
  nChanged 10
		SP:Iteration 19Q (134737.090000 sec): 3 clusters
  Score: Raw -386679.861116 + Penalty 2700.164696 = -383979.696420
  nChanged 7
		SP:Iteration 20F (134737.290000 sec): 3 clusters
  Score: Raw -386681.475489 + Penalty 2700.164696 = -383981.310794
  nChanged 6
		SP:Iteration 21Q (134737.520000 sec): 3 clusters
  Score: Raw -386683.260348 + Penalty 2700.164696 = -383983.095652
  nChanged 7
		SP:Iteration 22Q (134737.730000 sec): 3 clusters
  Score: Raw -386686.442596 + Penalty 2700.164696 = -383986.277901
  nChanged 11
		SP:Iteration 23Q (134737.940000 sec): 3 clusters
  Score: Raw -386690.473503 + Penalty 2700.164696 = -383990.308808
  nChanged 9
		SP:Iteration 24Q (134738.080000 sec): 3 clusters
  Score: Raw -386692.941182 + Penalty 2700.164696 = -383992.776486
  nChanged 9
		SP:Iteration 25Q (134738.260000 sec): 3 clusters
  Score: Raw -386696.106997 + Penalty 2700.164696 = -383995.942301
  nChanged 15
		SP:Iteration 26Q (134738.480000 sec): 3 clusters
  Score: Raw -386703.971999 + Penalty 2700.164696 = -384003.807303
  nChanged 22
		SP:Iteration 27Q (134738.660000 sec): 3 clusters
  Score: Raw -386715.615763 + Penalty 2700.164696 = -384015.451067
  nChanged 25
		SP:Iteration 28Q (134738.870000 sec): 3 clusters
  Score: Raw -386728.698320 + Penalty 2700.164696 = -384028.533625
  nChanged 29
		SP:Iteration 29Q (134739.040000 sec): 3 clusters
  Score: Raw -386744.771098 + Penalty 2700.164696 = -384044.606402
  nChanged 29
		SP:Iteration 30Q (134739.230000 sec): 3 clusters
  Score: Raw -386768.638043 + Penalty 2700.164696 = -384068.473347
  nChanged 45
		SP:Iteration 31Q (134739.400000 sec): 3 clusters
  Score: Raw -386796.049390 + Penalty 2700.164696 = -384095.884694
  nChanged 39
		SP:Iteration 32Q (134739.610000 sec): 3 clusters
  Score: Raw -386821.947609 + Penalty 2700.164696 = -384121.782913
  nChanged 42
		SP:Iteration 33Q (134739.780000 sec): 3 clusters
  Score: Raw -386848.464914 + Penalty 2700.164696 = -384148.300218
  nChanged 36
		SP:Iteration 34Q (134740.000000 sec): 3 clusters
  Score: Raw -386870.870133 + Penalty 2700.164696 = -384170.705438
  nChanged 25
		SP:Iteration 35Q (134740.170000 sec): 3 clusters
  Score: Raw -386880.340480 + Penalty 2700.164696 = -384180.175784
  nChanged 19
		SP:Iteration 36Q (134740.360000 sec): 3 clusters
  Score: Raw -386887.387924 + Penalty 2700.164696 = -384187.223228
  nChanged 12
		SP:Iteration 37Q (134740.540000 sec): 3 clusters
  Score: Raw -386890.729288 + Penalty 2700.164696 = -384190.564592
  nChanged 4
		SP:Iteration 38Q (134740.710000 sec): 3 clusters
  Score: Raw -386891.789044 + Penalty 2700.164696 = -384191.624349
  nChanged 4
		SP:Iteration 39Q (134740.910000 sec): 3 clusters
  Score: Raw -386892.701275 + Penalty 2700.164696 = -384192.536579
  nChanged 2
		SP:Iteration 40F (134741.110000 sec): 3 clusters
  Score: Raw -386892.992053 + Penalty 2700.164696 = -384192.827358
  nChanged 2
		SP:Iteration 41Q (134741.280000 sec): 3 clusters
  Score: Raw -386893.682618 + Penalty 2700.164696 = -384193.517923
  nChanged 3
		SP:Iteration 42Q (134741.470000 sec): 3 clusters
  Score: Raw -386894.602009 + Penalty 2700.164696 = -384194.437314
  nChanged 3
		SP:Iteration 43Q (134741.680000 sec): 3 clusters
  Score: Raw -386895.121928 + Penalty 2700.164696 = -384194.957232
  nChanged 3
		SP:Iteration 44Q (134741.900000 sec): 3 clusters
  Score: Raw -386895.566373 + Penalty 2700.164696 = -384195.401677
  nChanged 1
		SP:Iteration 45Q (134742.040000 sec): 3 clusters
  Score: Raw -386895.904088 + Penalty 2700.164696 = -384195.739392
  nChanged 2
		SP:Iteration 46Q (134742.200000 sec): 3 clusters
  Score: Raw -386896.237748 + Penalty 2700.164696 = -384196.073053
  nChanged 1
		SP:Iteration 47Q (134742.380000 sec): 3 clusters
  Score: Raw -386896.422402 + Penalty 2700.164696 = -384196.257706
  nChanged 1
		SP:Iteration 48Q (134742.590000 sec): 3 clusters
  Score: Raw -386896.544184 + Penalty 2700.164696 = -384196.379488
  nChanged 0
		SP:Iteration 49F (134742.770000 sec): 3 clusters
  Score: Raw -386896.544184 + Penalty 2700.164696 = -384196.379488
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134742.900000 sec): 2 clusters
  Score: Raw -884946.259590 + Penalty 1477.029922 = -883469.229668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134743.120000 sec): 3 clusters
  Score: Raw -880018.229672 + Penalty 2954.059844 = -877064.169828
  nChanged 3756
		SP:Iteration 1F (134743.340000 sec): 3 clusters
  Score: Raw -882103.040109 + Penalty 2954.059844 = -879148.980265
  nChanged 598
		SP:Iteration 2F (134743.600000 sec): 3 clusters
  Score: Raw -882390.820682 + Penalty 2954.059844 = -879436.760838
  nChanged 485
		SP:Iteration 3F (134743.780000 sec): 3 clusters
  Score: Raw -882608.112062 + Penalty 2954.059844 = -879654.052218
  nChanged 368
		SP:Iteration 4Q (134743.950000 sec): 3 clusters
  Score: Raw -882775.598365 + Penalty 2954.059844 = -879821.538521
  nChanged 364
		SP:Iteration 5Q (134744.170000 sec): 3 clusters
  Score: Raw -882953.749937 + Penalty 2954.059844 = -879999.690093
  nChanged 341
		SP:Iteration 6Q (134744.370000 sec): 3 clusters
  Score: Raw -883136.757141 + Penalty 2954.059844 = -880182.697297
  nChanged 341
		SP:Iteration 7Q (134744.580000 sec): 3 clusters
  Score: Raw -883322.872687 + Penalty 2954.059844 = -880368.812844
  nChanged 324
		SP:Iteration 8Q (134744.820000 sec): 3 clusters
  Score: Raw -883512.197312 + Penalty 2954.059844 = -880558.137468
  nChanged 317
		SP:Iteration 9Q (134745.000000 sec): 3 clusters
  Score: Raw -883697.651849 + Penalty 2954.059844 = -880743.592006
  nChanged 320
		SP:Iteration 10Q (134745.210000 sec): 3 clusters
  Score: Raw -883879.108177 + Penalty 2954.059844 = -880925.048333
  nChanged 302
		SP:Iteration 11Q (134745.400000 sec): 3 clusters
  Score: Raw -884053.695163 + Penalty 2954.059844 = -881099.635319
  nChanged 286
		SP:Iteration 12Q (134745.630000 sec): 3 clusters
  Score: Raw -884234.625589 + Penalty 2954.059844 = -881280.565745
  nChanged 264
		SP:Iteration 13Q (134745.810000 sec): 3 clusters
  Score: Raw -884385.690670 + Penalty 2954.059844 = -881431.630826
  nChanged 236
		SP:Iteration 14Q (134746.050000 sec): 3 clusters
  Score: Raw -884529.564302 + Penalty 2954.059844 = -881575.504459
  nChanged 190
		SP:Iteration 15Q (134746.240000 sec): 3 clusters
  Score: Raw -884638.090198 + Penalty 2954.059844 = -881684.030355
  nChanged 158
		SP:Iteration 16Q (134746.430000 sec): 3 clusters
  Score: Raw -884721.060810 + Penalty 2954.059844 = -881767.000966
  nChanged 127
		SP:Iteration 17Q (134746.640000 sec): 3 clusters
  Score: Raw -884773.145093 + Penalty 2954.059844 = -881819.085249
  nChanged 104
		SP:Iteration 18Q (134746.840000 sec): 3 clusters
  Score: Raw -884817.254521 + Penalty 2954.059844 = -881863.194677
  nChanged 95
		SP:Iteration 19Q (134747.030000 sec): 3 clusters
  Score: Raw -884851.832809 + Penalty 2954.059844 = -881897.772965
  nChanged 83
		SP:Iteration 20F (134747.250000 sec): 3 clusters
  Score: Raw -884885.863537 + Penalty 2954.059844 = -881931.803693
  nChanged 79
		SP:Iteration 21Q (134747.500000 sec): 3 clusters
  Score: Raw -884917.754619 + Penalty 2954.059844 = -881963.694775
  nChanged 76
		SP:Iteration 22Q (134747.690000 sec): 3 clusters
  Score: Raw -884946.055495 + Penalty 2954.059844 = -881991.995652
  nChanged 68
		SP:Iteration 23Q (134747.880000 sec): 3 clusters
  Score: Raw -884966.902357 + Penalty 2954.059844 = -882012.842514
  nChanged 55
		SP:Iteration 24Q (134748.100000 sec): 3 clusters
  Score: Raw -884983.799273 + Penalty 2954.059844 = -882029.739429
  nChanged 53
		SP:Iteration 25Q (134748.310000 sec): 3 clusters
  Score: Raw -884998.188631 + Penalty 2954.059844 = -882044.128787
  nChanged 50
		SP:Iteration 26Q (134748.550000 sec): 3 clusters
  Score: Raw -885010.079506 + Penalty 2954.059844 = -882056.019662
  nChanged 34
		SP:Iteration 27Q (134748.750000 sec): 3 clusters
  Score: Raw -885017.092746 + Penalty 2954.059844 = -882063.032902
  nChanged 35
		SP:Iteration 28Q (134748.940000 sec): 3 clusters
  Score: Raw -885024.173480 + Penalty 2954.059844 = -882070.113637
  nChanged 36
		SP:Iteration 29Q (134749.140000 sec): 3 clusters
  Score: Raw -885031.167928 + Penalty 2954.059844 = -882077.108084
  nChanged 22
		SP:Iteration 30Q (134749.320000 sec): 3 clusters
  Score: Raw -885036.267127 + Penalty 2954.059844 = -882082.207283
  nChanged 18
		SP:Iteration 31Q (134749.540000 sec): 3 clusters
  Score: Raw -885041.482531 + Penalty 2954.059844 = -882087.422687
  nChanged 30
		SP:Iteration 32Q (134749.730000 sec): 3 clusters
  Score: Raw -885047.290598 + Penalty 2954.059844 = -882093.230754
  nChanged 20
		SP:Iteration 33Q (134749.920000 sec): 3 clusters
  Score: Raw -885050.723473 + Penalty 2954.059844 = -882096.663629
  nChanged 15
		SP:Iteration 34Q (134750.140000 sec): 3 clusters
  Score: Raw -885053.508818 + Penalty 2954.059844 = -882099.448974
  nChanged 13
		SP:Iteration 35Q (134750.320000 sec): 3 clusters
  Score: Raw -885055.848961 + Penalty 2954.059844 = -882101.789117
  nChanged 13
		SP:Iteration 36Q (134750.550000 sec): 3 clusters
  Score: Raw -885057.893227 + Penalty 2954.059844 = -882103.833383
  nChanged 13
		SP:Iteration 37Q (134750.730000 sec): 3 clusters
  Score: Raw -885059.669369 + Penalty 2954.059844 = -882105.609525
  nChanged 3
		SP:Iteration 38Q (134750.940000 sec): 3 clusters
  Score: Raw -885060.065760 + Penalty 2954.059844 = -882106.005916
  nChanged 2
		SP:Iteration 39Q (134751.140000 sec): 3 clusters
  Score: Raw -885060.361704 + Penalty 2954.059844 = -882106.301860
  nChanged 2
		SP:Iteration 40F (134751.320000 sec): 3 clusters
  Score: Raw -885060.570610 + Penalty 2954.059844 = -882106.510766
  nChanged 2
		SP:Iteration 41Q (134751.550000 sec): 3 clusters
  Score: Raw -885060.830272 + Penalty 2954.059844 = -882106.770429
  nChanged 3
		SP:Iteration 42Q (134751.710000 sec): 3 clusters
  Score: Raw -885061.059866 + Penalty 2954.059844 = -882107.000022
  nChanged 0
		SP:Iteration 43F (134751.960000 sec): 3 clusters
  Score: Raw -885061.059866 + Penalty 2954.059844 = -882107.000022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (5016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134752.040000 sec): 2 clusters
  Score: Raw -511740.632248 + Penalty 1384.563063 = -510356.069184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134752.240000 sec): 3 clusters
  Score: Raw -509125.037645 + Penalty 2769.126127 = -506355.911519
  nChanged 2000
		SP:Iteration 1F (134752.470000 sec): 3 clusters
  Score: Raw -510216.205111 + Penalty 2769.126127 = -507447.078985
  nChanged 361
		SP:Iteration 2F (134752.660000 sec): 3 clusters
  Score: Raw -510436.268597 + Penalty 2769.126127 = -507667.142470
  nChanged 311
		SP:Iteration 3F (134752.830000 sec): 3 clusters
  Score: Raw -510617.419127 + Penalty 2769.126127 = -507848.293001
  nChanged 245
		SP:Iteration 4Q (134753.010000 sec): 3 clusters
  Score: Raw -510743.073532 + Penalty 2769.126127 = -507973.947405
  nChanged 197
		SP:Iteration 5Q (134753.200000 sec): 3 clusters
  Score: Raw -510837.052971 + Penalty 2769.126127 = -508067.926844
  nChanged 151
		SP:Iteration 6Q (134753.370000 sec): 3 clusters
  Score: Raw -510907.153876 + Penalty 2769.126127 = -508138.027749
  nChanged 147
		SP:Iteration 7Q (134753.550000 sec): 3 clusters
  Score: Raw -510974.904735 + Penalty 2769.126127 = -508205.778608
  nChanged 135
		SP:Iteration 8Q (134753.770000 sec): 3 clusters
  Score: Raw -511030.881801 + Penalty 2769.126127 = -508261.755674
  nChanged 98
		SP:Iteration 9Q (134753.960000 sec): 3 clusters
  Score: Raw -511073.491996 + Penalty 2769.126127 = -508304.365869
  nChanged 94
		SP:Iteration 10Q (134754.140000 sec): 3 clusters
  Score: Raw -511109.195048 + Penalty 2769.126127 = -508340.068921
  nChanged 75
		SP:Iteration 11Q (134754.360000 sec): 3 clusters
  Score: Raw -511142.209436 + Penalty 2769.126127 = -508373.083309
  nChanged 75
		SP:Iteration 12Q (134754.570000 sec): 3 clusters
  Score: Raw -511168.466266 + Penalty 2769.126127 = -508399.340140
  nChanged 71
		SP:Iteration 13Q (134754.760000 sec): 3 clusters
  Score: Raw -511190.873799 + Penalty 2769.126127 = -508421.747672
  nChanged 59
		SP:Iteration 14Q (134754.940000 sec): 3 clusters
  Score: Raw -511209.400138 + Penalty 2769.126127 = -508440.274011
  nChanged 53
		SP:Iteration 15Q (134755.120000 sec): 3 clusters
  Score: Raw -511224.170971 + Penalty 2769.126127 = -508455.044845
  nChanged 43
		SP:Iteration 16Q (134755.330000 sec): 3 clusters
  Score: Raw -511237.354202 + Penalty 2769.126127 = -508468.228075
  nChanged 33
		SP:Iteration 17Q (134755.540000 sec): 3 clusters
  Score: Raw -511248.088483 + Penalty 2769.126127 = -508478.962356
  nChanged 40
		SP:Iteration 18Q (134755.720000 sec): 3 clusters
  Score: Raw -511260.130906 + Penalty 2769.126127 = -508491.004779
  nChanged 48
		SP:Iteration 19Q (134755.920000 sec): 3 clusters
  Score: Raw -511275.013103 + Penalty 2769.126127 = -508505.886977
  nChanged 35
		SP:Iteration 20F (134756.110000 sec): 3 clusters
  Score: Raw -511285.063668 + Penalty 2769.126127 = -508515.937541
  nChanged 38
		SP:Iteration 21Q (134756.300000 sec): 3 clusters
  Score: Raw -511297.890702 + Penalty 2769.126127 = -508528.764575
  nChanged 42
		SP:Iteration 22Q (134756.510000 sec): 3 clusters
  Score: Raw -511311.042751 + Penalty 2769.126127 = -508541.916624
  nChanged 40
		SP:Iteration 23Q (134756.660000 sec): 3 clusters
  Score: Raw -511324.981151 + Penalty 2769.126127 = -508555.855024
  nChanged 54
		SP:Iteration 24Q (134756.850000 sec): 3 clusters
  Score: Raw -511344.656049 + Penalty 2769.126127 = -508575.529922
  nChanged 57
		SP:Iteration 25Q (134757.090000 sec): 3 clusters
  Score: Raw -511365.022360 + Penalty 2769.126127 = -508595.896233
  nChanged 60
		SP:Iteration 26Q (134757.250000 sec): 3 clusters
  Score: Raw -511385.401674 + Penalty 2769.126127 = -508616.275548
  nChanged 56
		SP:Iteration 27Q (134757.460000 sec): 3 clusters
  Score: Raw -511404.111549 + Penalty 2769.126127 = -508634.985422
  nChanged 46
		SP:Iteration 28Q (134757.630000 sec): 3 clusters
  Score: Raw -511420.230157 + Penalty 2769.126127 = -508651.104030
  nChanged 42
		SP:Iteration 29Q (134757.830000 sec): 3 clusters
  Score: Raw -511434.609099 + Penalty 2769.126127 = -508665.482972
  nChanged 43
		SP:Iteration 30Q (134758.030000 sec): 3 clusters
  Score: Raw -511449.605807 + Penalty 2769.126127 = -508680.479681
  nChanged 40
		SP:Iteration 31Q (134758.240000 sec): 3 clusters
  Score: Raw -511467.102515 + Penalty 2769.126127 = -508697.976388
  nChanged 57
		SP:Iteration 32Q (134758.440000 sec): 3 clusters
  Score: Raw -511491.170043 + Penalty 2769.126127 = -508722.043916
  nChanged 65
		SP:Iteration 33Q (134758.640000 sec): 3 clusters
  Score: Raw -511521.806734 + Penalty 2769.126127 = -508752.680608
  nChanged 69
		SP:Iteration 34Q (134758.820000 sec): 3 clusters
  Score: Raw -511558.978176 + Penalty 2769.126127 = -508789.852049
  nChanged 72
		SP:Iteration 35Q (134758.980000 sec): 3 clusters
  Score: Raw -511592.855430 + Penalty 2769.126127 = -508823.729303
  nChanged 52
		SP:Iteration 36Q (134759.220000 sec): 3 clusters
  Score: Raw -511615.814504 + Penalty 2769.126127 = -508846.688377
  nChanged 56
		SP:Iteration 37Q (134759.370000 sec): 3 clusters
  Score: Raw -511641.624837 + Penalty 2769.126127 = -508872.498710
  nChanged 56
		SP:Iteration 38Q (134759.550000 sec): 3 clusters
  Score: Raw -511667.319691 + Penalty 2769.126127 = -508898.193564
  nChanged 53
		SP:Iteration 39Q (134759.750000 sec): 3 clusters
  Score: Raw -511695.843370 + Penalty 2769.126127 = -508926.717244
  nChanged 54
		SP:Iteration 40F (134759.960000 sec): 3 clusters
  Score: Raw -511725.176865 + Penalty 2769.126127 = -508956.050739
  nChanged 45
		SP:Iteration 41Q (134760.120000 sec): 3 clusters
  Score: Raw -511748.687013 + Penalty 2769.126127 = -508979.560886
  nChanged 43
		SP:Iteration 42Q (134760.320000 sec): 3 clusters
  Score: Raw -511780.186914 + Penalty 2769.126127 = -509011.060787
  nChanged 48
		SP:Iteration 43Q (134760.500000 sec): 3 clusters
  Score: Raw -511811.449798 + Penalty 2769.126127 = -509042.323671
  nChanged 41
		SP:Iteration 44Q (134760.740000 sec): 3 clusters
  Score: Raw -511831.953850 + Penalty 2769.126127 = -509062.827723
  nChanged 41
		SP:Iteration 45Q (134760.920000 sec): 3 clusters
  Score: Raw -511852.540163 + Penalty 2769.126127 = -509083.414036
  nChanged 34
		SP:Iteration 46Q (134761.100000 sec): 3 clusters
  Score: Raw -511870.756712 + Penalty 2769.126127 = -509101.630585
  nChanged 36
		SP:Iteration 47Q (134761.280000 sec): 3 clusters
  Score: Raw -511889.495260 + Penalty 2769.126127 = -509120.369133
  nChanged 34
		SP:Iteration 48Q (134761.480000 sec): 3 clusters
  Score: Raw -511904.717048 + Penalty 2769.126127 = -509135.590921
  nChanged 15
		SP:Iteration 49Q (134761.660000 sec): 3 clusters
  Score: Raw -511911.594271 + Penalty 2769.126127 = -509142.468144
  nChanged 14
		SP:Iteration 50Q (134761.850000 sec): 3 clusters
  Score: Raw -511918.978556 + Penalty 2769.126127 = -509149.852430
  nChanged 20
		SP:Iteration 51Q (134762.040000 sec): 3 clusters
  Score: Raw -511928.814162 + Penalty 2769.126127 = -509159.688036
  nChanged 15
		SP:Iteration 52Q (134762.220000 sec): 3 clusters
  Score: Raw -511933.268493 + Penalty 2769.126127 = -509164.142366
  nChanged 10
		SP:Iteration 53Q (134762.450000 sec): 3 clusters
  Score: Raw -511936.364095 + Penalty 2769.126127 = -509167.237968
  nChanged 7
		SP:Iteration 54Q (134762.640000 sec): 3 clusters
  Score: Raw -511938.447994 + Penalty 2769.126127 = -509169.321867
  nChanged 7
		SP:Iteration 55Q (134762.840000 sec): 3 clusters
  Score: Raw -511940.659463 + Penalty 2769.126127 = -509171.533336
  nChanged 3
		SP:Iteration 56Q (134763.010000 sec): 3 clusters
  Score: Raw -511941.438335 + Penalty 2769.126127 = -509172.312208
  nChanged 2
		SP:Iteration 57Q (134763.180000 sec): 3 clusters
  Score: Raw -511942.150709 + Penalty 2769.126127 = -509173.024583
  nChanged 2
		SP:Iteration 58Q (134763.360000 sec): 3 clusters
  Score: Raw -511942.866903 + Penalty 2769.126127 = -509173.740776
  nChanged 2
		SP:Iteration 59Q (134763.590000 sec): 3 clusters
  Score: Raw -511944.198309 + Penalty 2769.126127 = -509175.072182
  nChanged 5
		SP:Iteration 60F (134763.760000 sec): 3 clusters
  Score: Raw -511946.289647 + Penalty 2769.126127 = -509177.163521
  nChanged 5
		SP:Iteration 61Q (134763.950000 sec): 3 clusters
  Score: Raw -511948.454055 + Penalty 2769.126127 = -509179.327929
  nChanged 5
		SP:Iteration 62Q (134764.150000 sec): 3 clusters
  Score: Raw -511949.861081 + Penalty 2769.126127 = -509180.734954
  nChanged 4
		SP:Iteration 63Q (134764.340000 sec): 3 clusters
  Score: Raw -511951.563560 + Penalty 2769.126127 = -509182.437433
  nChanged 5
		SP:Iteration 64Q (134764.540000 sec): 3 clusters
  Score: Raw -511953.953306 + Penalty 2769.126127 = -509184.827179
  nChanged 8
		SP:Iteration 65Q (134764.730000 sec): 3 clusters
  Score: Raw -511957.121203 + Penalty 2769.126127 = -509187.995076
  nChanged 3
		SP:Iteration 66Q (134764.910000 sec): 3 clusters
  Score: Raw -511957.956971 + Penalty 2769.126127 = -509188.830844
  nChanged 1
		SP:Iteration 67Q (134765.110000 sec): 3 clusters
  Score: Raw -511959.311538 + Penalty 2769.126127 = -509190.185411
  nChanged 2
		SP:Iteration 68Q (134765.310000 sec): 3 clusters
  Score: Raw -511960.598196 + Penalty 2769.126127 = -509191.472069
  nChanged 2
		SP:Iteration 69Q (134765.490000 sec): 3 clusters
  Score: Raw -511961.370069 + Penalty 2769.126127 = -509192.243942
  nChanged 3
		SP:Iteration 70Q (134765.690000 sec): 3 clusters
  Score: Raw -511962.003303 + Penalty 2769.126127 = -509192.877176
  nChanged 3
		SP:Iteration 71Q (134765.870000 sec): 3 clusters
  Score: Raw -511962.636888 + Penalty 2769.126127 = -509193.510761
  nChanged 1
		SP:Iteration 72Q (134766.110000 sec): 3 clusters
  Score: Raw -511963.006677 + Penalty 2769.126127 = -509193.880550
  nChanged 2
		SP:Iteration 73Q (134766.260000 sec): 3 clusters
  Score: Raw -511965.203369 + Penalty 2769.126127 = -509196.077242
  nChanged 1
		SP:Iteration 74Q (134766.460000 sec): 3 clusters
  Score: Raw -511965.856671 + Penalty 2769.126127 = -509196.730544
  nChanged 1
		SP:Iteration 75Q (134766.650000 sec): 3 clusters
  Score: Raw -511966.419070 + Penalty 2769.126127 = -509197.292944
  nChanged 3
		SP:Iteration 76Q (134766.790000 sec): 3 clusters
  Score: Raw -511967.143725 + Penalty 2769.126127 = -509198.017599
  nChanged 0
		SP:Iteration 77F (134766.990000 sec): 3 clusters
  Score: Raw -511967.143725 + Penalty 2769.126127 = -509198.017599
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134767.080000 sec): 2 clusters
  Score: Raw -270600.547839 + Penalty 1283.973820 = -269316.574019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134767.270000 sec): 3 clusters
  Score: Raw -269380.745695 + Penalty 2567.947640 = -266812.798055
  nChanged 1019
		SP:Iteration 1F (134767.460000 sec): 3 clusters
  Score: Raw -270025.654312 + Penalty 2567.947640 = -267457.706672
  nChanged 202
		SP:Iteration 2F (134767.650000 sec): 3 clusters
  Score: Raw -270170.665132 + Penalty 2567.947640 = -267602.717492
  nChanged 153
		SP:Iteration 3F (134767.800000 sec): 3 clusters
  Score: Raw -270315.169179 + Penalty 2567.947640 = -267747.221539
  nChanged 127
		SP:Iteration 4Q (134767.990000 sec): 3 clusters
  Score: Raw -270432.962234 + Penalty 2567.947640 = -267865.014594
  nChanged 100
		SP:Iteration 5Q (134768.190000 sec): 3 clusters
  Score: Raw -270516.217771 + Penalty 2567.947640 = -267948.270131
  nChanged 92
		SP:Iteration 6Q (134768.380000 sec): 3 clusters
  Score: Raw -270600.183400 + Penalty 2567.947640 = -268032.235760
  nChanged 105
		SP:Iteration 7Q (134768.530000 sec): 3 clusters
  Score: Raw -270692.085929 + Penalty 2567.947640 = -268124.138289
  nChanged 99
		SP:Iteration 8Q (134768.700000 sec): 3 clusters
  Score: Raw -270774.850695 + Penalty 2567.947640 = -268206.903055
  nChanged 98
		SP:Iteration 9Q (134768.920000 sec): 3 clusters
  Score: Raw -270853.187094 + Penalty 2567.947640 = -268285.239454
  nChanged 106
		SP:Iteration 10Q (134769.070000 sec): 3 clusters
  Score: Raw -270962.161660 + Penalty 2567.947640 = -268394.214020
  nChanged 108
		SP:Iteration 11Q (134769.250000 sec): 3 clusters
  Score: Raw -271076.275476 + Penalty 2567.947640 = -268508.327836
  nChanged 130
		SP:Iteration 12Q (134769.430000 sec): 3 clusters
  Score: Raw -271210.092883 + Penalty 2567.947640 = -268642.145243
  nChanged 120
		SP:Iteration 13Q (134769.610000 sec): 3 clusters
  Score: Raw -271324.051981 + Penalty 2567.947640 = -268756.104341
  nChanged 92
		SP:Iteration 14Q (134769.810000 sec): 3 clusters
  Score: Raw -271408.238863 + Penalty 2567.947640 = -268840.291223
  nChanged 74
		SP:Iteration 15Q (134769.970000 sec): 3 clusters
  Score: Raw -271471.964680 + Penalty 2567.947640 = -268904.017040
  nChanged 69
		SP:Iteration 16Q (134770.190000 sec): 3 clusters
  Score: Raw -271541.895521 + Penalty 2567.947640 = -268973.947881
  nChanged 50
		SP:Iteration 17Q (134770.340000 sec): 3 clusters
  Score: Raw -271585.646483 + Penalty 2567.947640 = -269017.698843
  nChanged 36
		SP:Iteration 18Q (134770.510000 sec): 3 clusters
  Score: Raw -271627.978862 + Penalty 2567.947640 = -269060.031222
  nChanged 25
		SP:Iteration 19Q (134770.710000 sec): 3 clusters
  Score: Raw -271652.010585 + Penalty 2567.947640 = -269084.062945
  nChanged 20
		SP:Iteration 20F (134770.890000 sec): 3 clusters
  Score: Raw -271669.847712 + Penalty 2567.947640 = -269101.900072
  nChanged 25
		SP:Iteration 21Q (134771.070000 sec): 3 clusters
  Score: Raw -271685.125214 + Penalty 2567.947640 = -269117.177574
  nChanged 19
		SP:Iteration 22Q (134771.230000 sec): 3 clusters
  Score: Raw -271696.760188 + Penalty 2567.947640 = -269128.812548
  nChanged 10
		SP:Iteration 23Q (134771.390000 sec): 3 clusters
  Score: Raw -271705.894538 + Penalty 2567.947640 = -269137.946898
  nChanged 11
		SP:Iteration 24Q (134771.570000 sec): 3 clusters
  Score: Raw -271713.273758 + Penalty 2567.947640 = -269145.326118
  nChanged 13
		SP:Iteration 25Q (134771.780000 sec): 3 clusters
  Score: Raw -271721.149723 + Penalty 2567.947640 = -269153.202083
  nChanged 14
		SP:Iteration 26Q (134771.950000 sec): 3 clusters
  Score: Raw -271727.213304 + Penalty 2567.947640 = -269159.265664
  nChanged 9
		SP:Iteration 27Q (134772.130000 sec): 3 clusters
  Score: Raw -271730.156332 + Penalty 2567.947640 = -269162.208692
  nChanged 7
		SP:Iteration 28Q (134772.290000 sec): 3 clusters
  Score: Raw -271732.405796 + Penalty 2567.947640 = -269164.458156
  nChanged 4
		SP:Iteration 29Q (134772.470000 sec): 3 clusters
  Score: Raw -271733.478317 + Penalty 2567.947640 = -269165.530677
  nChanged 2
		SP:Iteration 30Q (134772.640000 sec): 3 clusters
  Score: Raw -271734.228346 + Penalty 2567.947640 = -269166.280706
  nChanged 1
		SP:Iteration 31Q (134772.790000 sec): 3 clusters
  Score: Raw -271734.524171 + Penalty 2567.947640 = -269166.576531
  nChanged 2
		SP:Iteration 32Q (134773.040000 sec): 3 clusters
  Score: Raw -271735.212397 + Penalty 2567.947640 = -269167.264757
  nChanged 0
		SP:Iteration 33F (134773.200000 sec): 3 clusters
  Score: Raw -271735.212397 + Penalty 2567.947640 = -269167.264757
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409596 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134774.890000 sec): 2 clusters
  Score: Raw -42880386.112128 + Penalty 2099.975570 = -42878286.136557
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134776.820000 sec): 3 clusters
  Score: Raw -42605360.535402 + Penalty 4199.951141 = -42601160.584261
  nChanged 200706
		SP:Iteration 1F (134778.700000 sec): 3 clusters
  Score: Raw -42726434.042629 + Penalty 4199.951141 = -42722234.091488
  nChanged 11364
		SP:Iteration 2Q (134780.750000 sec): 3 clusters
  Score: Raw -42729120.609002 + Penalty 4199.951141 = -42724920.657861
  nChanged 14491
		SP:Iteration 3Q (134782.850000 sec): 3 clusters
  Score: Raw -42733751.199009 + Penalty 4199.951141 = -42729551.247868
  nChanged 19512
		SP:Iteration 4Q (134784.830000 sec): 3 clusters
  Score: Raw -42742517.821486 + Penalty 4199.951141 = -42738317.870345
  nChanged 26394
		SP:Iteration 5F (134786.720000 sec): 3 clusters
  Score: Raw -42758845.163903 + Penalty 4199.951141 = -42754645.212762
  nChanged 33467
		SP:Iteration 6F (134788.650000 sec): 3 clusters
  Score: Raw -42785526.131294 + Penalty 4199.951141 = -42781326.180153
  nChanged 36019
		SP:Iteration 7F (134790.490000 sec): 3 clusters
  Score: Raw -42818946.697475 + Penalty 4199.951141 = -42814746.746334
  nChanged 30270
		SP:Iteration 8F (134792.200000 sec): 3 clusters
  Score: Raw -42848752.124743 + Penalty 4199.951141 = -42844552.173602
  nChanged 19191
		SP:Iteration 9Q (134794.150000 sec): 3 clusters
  Score: Raw -42867397.263396 + Penalty 4199.951141 = -42863197.312255
  nChanged 9329
		SP:Iteration 10Q (134796.240000 sec): 3 clusters
  Score: Raw -42875976.780496 + Penalty 4199.951141 = -42871776.829355
  nChanged 3597
		SP:Iteration 11Q (134798.250000 sec): 3 clusters
  Score: Raw -42879072.647101 + Penalty 4199.951141 = -42874872.695960
  nChanged 1177
		SP:Iteration 12Q (134799.940000 sec): 3 clusters
  Score: Raw -42880054.502633 + Penalty 4199.951141 = -42875854.551492
  nChanged 352
		SP:Iteration 13Q (134801.560000 sec): 3 clusters
  Score: Raw -42880348.819442 + Penalty 4199.951141 = -42876148.868301
  nChanged 130
		SP:Iteration 14Q (134803.180000 sec): 3 clusters
  Score: Raw -42880477.785293 + Penalty 4199.951141 = -42876277.834153
  nChanged 71
		SP:Iteration 15Q (134804.760000 sec): 3 clusters
  Score: Raw -42880546.825829 + Penalty 4199.951141 = -42876346.874689
  nChanged 32
		SP:Iteration 16Q (134806.440000 sec): 3 clusters
  Score: Raw -42880582.682723 + Penalty 4199.951141 = -42876382.731582
  nChanged 26
		SP:Iteration 17Q (134808.090000 sec): 3 clusters
  Score: Raw -42880612.751472 + Penalty 4199.951141 = -42876412.800331
  nChanged 18
		SP:Iteration 18Q (134809.670000 sec): 3 clusters
  Score: Raw -42880633.577090 + Penalty 4199.951141 = -42876433.625949
  nChanged 11
		SP:Iteration 19Q (134811.220000 sec): 3 clusters
  Score: Raw -42880641.775519 + Penalty 4199.951141 = -42876441.824378
  nChanged 7
		SP:Iteration 20F (134813.100000 sec): 3 clusters
  Score: Raw -42880648.040370 + Penalty 4199.951141 = -42876448.089229
  nChanged 9
		SP:Iteration 21Q (134814.770000 sec): 3 clusters
  Score: Raw -42880656.044100 + Penalty 4199.951141 = -42876456.092959
  nChanged 7
		SP:Iteration 22Q (134816.460000 sec): 3 clusters
  Score: Raw -42880661.117934 + Penalty 4199.951141 = -42876461.166793
  nChanged 6
		SP:Iteration 23Q (134818.060000 sec): 3 clusters
  Score: Raw -42880666.856457 + Penalty 4199.951141 = -42876466.905316
  nChanged 4
		SP:Iteration 24Q (134819.670000 sec): 3 clusters
  Score: Raw -42880670.537677 + Penalty 4199.951141 = -42876470.586537
  nChanged 2
		SP:Iteration 25Q (134821.500000 sec): 3 clusters
  Score: Raw -42880672.029795 + Penalty 4199.951141 = -42876472.078654
  nChanged 3
		SP:Iteration 26Q (134823.510000 sec): 3 clusters
  Score: Raw -42880673.718118 + Penalty 4199.951141 = -42876473.766977
  nChanged 1
		SP:Iteration 27Q (134825.130000 sec): 3 clusters
  Score: Raw -42880674.267265 + Penalty 4199.951141 = -42876474.316124
  nChanged 1
		SP:Iteration 28Q (134826.730000 sec): 3 clusters
  Score: Raw -42880674.741800 + Penalty 4199.951141 = -42876474.790659
  nChanged 1
		SP:Iteration 29Q (134828.290000 sec): 3 clusters
  Score: Raw -42880675.535906 + Penalty 4199.951141 = -42876475.584765
  nChanged 2
		SP:Iteration 30Q (134829.980000 sec): 3 clusters
  Score: Raw -42880678.324444 + Penalty 4199.951141 = -42876478.373303
  nChanged 1
		SP:Iteration 31Q (134831.460000 sec): 3 clusters
  Score: Raw -42880679.466724 + Penalty 4199.951141 = -42876479.515583
  nChanged 2
		SP:Iteration 32Q (134833.010000 sec): 3 clusters
  Score: Raw -42880681.718801 + Penalty 4199.951141 = -42876481.767661
  nChanged 2
		SP:Iteration 33Q (134834.740000 sec): 3 clusters
  Score: Raw -42880682.759357 + Penalty 4199.951141 = -42876482.808216
  nChanged 0
		SP:Iteration 34F (134836.830000 sec): 3 clusters
  Score: Raw -42880682.759357 + Penalty 4199.951141 = -42876482.808216
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134837.290000 sec): 2 clusters
  Score: Raw -2551173.456686 + Penalty 1637.686523 = -2549535.770163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134837.560000 sec): 3 clusters
  Score: Raw -2536700.421685 + Penalty 3275.373047 = -2533425.048638
  nChanged 10825
		SP:Iteration 1F (134837.870000 sec): 3 clusters
  Score: Raw -2542576.895170 + Penalty 3275.373047 = -2539301.522123
  nChanged 1164
		SP:Iteration 2Q (134838.210000 sec): 3 clusters
  Score: Raw -2542954.294265 + Penalty 3275.373047 = -2539678.921218
  nChanged 1134
		SP:Iteration 3Q (134838.530000 sec): 3 clusters
  Score: Raw -2543337.831186 + Penalty 3275.373047 = -2540062.458139
  nChanged 1107
		SP:Iteration 4Q (134838.880000 sec): 3 clusters
  Score: Raw -2543725.746100 + Penalty 3275.373047 = -2540450.373053
  nChanged 1100
		SP:Iteration 5Q (134839.190000 sec): 3 clusters
  Score: Raw -2544158.589342 + Penalty 3275.373047 = -2540883.216295
  nChanged 1142
		SP:Iteration 6Q (134839.490000 sec): 3 clusters
  Score: Raw -2544635.264505 + Penalty 3275.373047 = -2541359.891459
  nChanged 1150
		SP:Iteration 7Q (134839.820000 sec): 3 clusters
  Score: Raw -2545135.049305 + Penalty 3275.373047 = -2541859.676259
  nChanged 1063
		SP:Iteration 8Q (134840.110000 sec): 3 clusters
  Score: Raw -2545598.298521 + Penalty 3275.373047 = -2542322.925474
  nChanged 1114
		SP:Iteration 9Q (134840.430000 sec): 3 clusters
  Score: Raw -2546109.785865 + Penalty 3275.373047 = -2542834.412818
  nChanged 1071
		SP:Iteration 10Q (134840.750000 sec): 3 clusters
  Score: Raw -2546648.918871 + Penalty 3275.373047 = -2543373.545824
  nChanged 1074
		SP:Iteration 11Q (134841.100000 sec): 3 clusters
  Score: Raw -2547246.723794 + Penalty 3275.373047 = -2543971.350747
  nChanged 1058
		SP:Iteration 12Q (134841.410000 sec): 3 clusters
  Score: Raw -2547914.178873 + Penalty 3275.373047 = -2544638.805826
  nChanged 1001
		SP:Iteration 13Q (134841.750000 sec): 3 clusters
  Score: Raw -2548622.356349 + Penalty 3275.373047 = -2545346.983302
  nChanged 979
		SP:Iteration 14Q (134842.090000 sec): 3 clusters
  Score: Raw -2549378.358477 + Penalty 3275.373047 = -2546102.985430
  nChanged 807
		SP:Iteration 15Q (134842.390000 sec): 3 clusters
  Score: Raw -2550044.074829 + Penalty 3275.373047 = -2546768.701782
  nChanged 631
		SP:Iteration 16Q (134842.690000 sec): 3 clusters
  Score: Raw -2550604.780204 + Penalty 3275.373047 = -2547329.407157
  nChanged 407
		SP:Iteration 17Q (134842.990000 sec): 3 clusters
  Score: Raw -2550959.323253 + Penalty 3275.373047 = -2547683.950206
  nChanged 214
		SP:Iteration 18Q (134843.270000 sec): 3 clusters
  Score: Raw -2551152.800998 + Penalty 3275.373047 = -2547877.427951
  nChanged 115
		SP:Iteration 19Q (134843.590000 sec): 3 clusters
  Score: Raw -2551253.603326 + Penalty 3275.373047 = -2547978.230279
  nChanged 70
		SP:Iteration 20F (134843.870000 sec): 3 clusters
  Score: Raw -2551317.103871 + Penalty 3275.373047 = -2548041.730824
  nChanged 41
		SP:Iteration 21Q (134844.130000 sec): 3 clusters
  Score: Raw -2551359.892809 + Penalty 3275.373047 = -2548084.519762
  nChanged 31
		SP:Iteration 22Q (134844.480000 sec): 3 clusters
  Score: Raw -2551382.228509 + Penalty 3275.373047 = -2548106.855462
  nChanged 15
		SP:Iteration 23Q (134844.750000 sec): 3 clusters
  Score: Raw -2551395.965779 + Penalty 3275.373047 = -2548120.592732
  nChanged 10
		SP:Iteration 24Q (134845.060000 sec): 3 clusters
  Score: Raw -2551404.784685 + Penalty 3275.373047 = -2548129.411638
  nChanged 7
		SP:Iteration 25Q (134845.290000 sec): 3 clusters
  Score: Raw -2551412.457750 + Penalty 3275.373047 = -2548137.084703
  nChanged 7
		SP:Iteration 26Q (134845.590000 sec): 3 clusters
  Score: Raw -2551417.701452 + Penalty 3275.373047 = -2548142.328405
  nChanged 3
		SP:Iteration 27Q (134845.860000 sec): 3 clusters
  Score: Raw -2551419.495332 + Penalty 3275.373047 = -2548144.122285
  nChanged 1
		SP:Iteration 28Q (134846.130000 sec): 3 clusters
  Score: Raw -2551419.921192 + Penalty 3275.373047 = -2548144.548145
  nChanged 0
		SP:Iteration 29F (134846.390000 sec): 3 clusters
  Score: Raw -2551419.921192 + Penalty 3275.373047 = -2548144.548145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134846.600000 sec): 2 clusters
  Score: Raw -2219259.778202 + Penalty 1628.377007 = -2217631.401195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134846.850000 sec): 3 clusters
  Score: Raw -2205608.575502 + Penalty 3256.754013 = -2202351.821488
  nChanged 10210
		SP:Iteration 1F (134847.130000 sec): 3 clusters
  Score: Raw -2211270.046627 + Penalty 3256.754013 = -2208013.292614
  nChanged 1201
		SP:Iteration 2F (134847.410000 sec): 3 clusters
  Score: Raw -2211751.810267 + Penalty 3256.754013 = -2208495.056254
  nChanged 1107
		SP:Iteration 3Q (134847.650000 sec): 3 clusters
  Score: Raw -2212221.323030 + Penalty 3256.754013 = -2208964.569017
  nChanged 1151
		SP:Iteration 4F (134847.970000 sec): 3 clusters
  Score: Raw -2212829.128524 + Penalty 3256.754013 = -2209572.374510
  nChanged 1246
		SP:Iteration 5F (134848.250000 sec): 3 clusters
  Score: Raw -2213633.657812 + Penalty 3256.754013 = -2210376.903799
  nChanged 1327
		SP:Iteration 6F (134848.500000 sec): 3 clusters
  Score: Raw -2214629.451496 + Penalty 3256.754013 = -2211372.697482
  nChanged 1415
		SP:Iteration 7F (134848.780000 sec): 3 clusters
  Score: Raw -2215728.660458 + Penalty 3256.754013 = -2212471.906445
  nChanged 1296
		SP:Iteration 8F (134849.060000 sec): 3 clusters
  Score: Raw -2216760.216034 + Penalty 3256.754013 = -2213503.462020
  nChanged 1104
		SP:Iteration 9Q (134849.340000 sec): 3 clusters
  Score: Raw -2217629.443370 + Penalty 3256.754013 = -2214372.689356
  nChanged 846
		SP:Iteration 10Q (134849.610000 sec): 3 clusters
  Score: Raw -2218266.884795 + Penalty 3256.754013 = -2215010.130782
  nChanged 606
		SP:Iteration 11Q (134849.910000 sec): 3 clusters
  Score: Raw -2218705.229211 + Penalty 3256.754013 = -2215448.475198
  nChanged 478
		SP:Iteration 12Q (134850.170000 sec): 3 clusters
  Score: Raw -2219049.682144 + Penalty 3256.754013 = -2215792.928130
  nChanged 359
		SP:Iteration 13Q (134850.430000 sec): 3 clusters
  Score: Raw -2219307.604380 + Penalty 3256.754013 = -2216050.850367
  nChanged 305
		SP:Iteration 14Q (134850.750000 sec): 3 clusters
  Score: Raw -2219524.570393 + Penalty 3256.754013 = -2216267.816380
  nChanged 216
		SP:Iteration 15Q (134851.040000 sec): 3 clusters
  Score: Raw -2219660.493894 + Penalty 3256.754013 = -2216403.739881
  nChanged 178
		SP:Iteration 16Q (134851.300000 sec): 3 clusters
  Score: Raw -2219769.079082 + Penalty 3256.754013 = -2216512.325069
  nChanged 176
		SP:Iteration 17Q (134851.560000 sec): 3 clusters
  Score: Raw -2219892.974461 + Penalty 3256.754013 = -2216636.220447
  nChanged 154
		SP:Iteration 18Q (134851.860000 sec): 3 clusters
  Score: Raw -2219999.191800 + Penalty 3256.754013 = -2216742.437787
  nChanged 124
		SP:Iteration 19Q (134852.130000 sec): 3 clusters
  Score: Raw -2220077.960704 + Penalty 3256.754013 = -2216821.206690
  nChanged 105
		SP:Iteration 20F (134852.390000 sec): 3 clusters
  Score: Raw -2220159.658684 + Penalty 3256.754013 = -2216902.904671
  nChanged 86
		SP:Iteration 21Q (134852.680000 sec): 3 clusters
  Score: Raw -2220224.283782 + Penalty 3256.754013 = -2216967.529769
  nChanged 88
		SP:Iteration 22Q (134852.910000 sec): 3 clusters
  Score: Raw -2220295.213440 + Penalty 3256.754013 = -2217038.459427
  nChanged 67
		SP:Iteration 23Q (134853.140000 sec): 3 clusters
  Score: Raw -2220348.703199 + Penalty 3256.754013 = -2217091.949186
  nChanged 60
		SP:Iteration 24Q (134853.440000 sec): 3 clusters
  Score: Raw -2220393.059867 + Penalty 3256.754013 = -2217136.305854
  nChanged 55
		SP:Iteration 25Q (134853.700000 sec): 3 clusters
  Score: Raw -2220435.065229 + Penalty 3256.754013 = -2217178.311216
  nChanged 50
		SP:Iteration 26Q (134853.940000 sec): 3 clusters
  Score: Raw -2220476.448180 + Penalty 3256.754013 = -2217219.694166
  nChanged 51
		SP:Iteration 27Q (134854.200000 sec): 3 clusters
  Score: Raw -2220515.491815 + Penalty 3256.754013 = -2217258.737802
  nChanged 37
		SP:Iteration 28Q (134854.460000 sec): 3 clusters
  Score: Raw -2220541.638797 + Penalty 3256.754013 = -2217284.884784
  nChanged 28
		SP:Iteration 29Q (134854.690000 sec): 3 clusters
  Score: Raw -2220556.723651 + Penalty 3256.754013 = -2217299.969637
  nChanged 26
		SP:Iteration 30Q (134854.960000 sec): 3 clusters
  Score: Raw -2220571.683728 + Penalty 3256.754013 = -2217314.929714
  nChanged 22
		SP:Iteration 31Q (134855.200000 sec): 3 clusters
  Score: Raw -2220583.632244 + Penalty 3256.754013 = -2217326.878230
  nChanged 13
		SP:Iteration 32Q (134855.440000 sec): 3 clusters
  Score: Raw -2220589.511503 + Penalty 3256.754013 = -2217332.757489
  nChanged 14
		SP:Iteration 33Q (134855.700000 sec): 3 clusters
  Score: Raw -2220594.641489 + Penalty 3256.754013 = -2217337.887475
  nChanged 6
		SP:Iteration 34Q (134855.980000 sec): 3 clusters
  Score: Raw -2220596.715355 + Penalty 3256.754013 = -2217339.961342
  nChanged 4
		SP:Iteration 35Q (134856.240000 sec): 3 clusters
  Score: Raw -2220597.731104 + Penalty 3256.754013 = -2217340.977090
  nChanged 4
		SP:Iteration 36Q (134856.520000 sec): 3 clusters
  Score: Raw -2220598.433501 + Penalty 3256.754013 = -2217341.679487
  nChanged 3
		SP:Iteration 37Q (134856.830000 sec): 3 clusters
  Score: Raw -2220599.040240 + Penalty 3256.754013 = -2217342.286227
  nChanged 1
		SP:Iteration 38Q (134857.120000 sec): 3 clusters
  Score: Raw -2220599.300301 + Penalty 3256.754013 = -2217342.546287
  nChanged 3
		SP:Iteration 39Q (134857.360000 sec): 3 clusters
  Score: Raw -2220599.824284 + Penalty 3256.754013 = -2217343.070271
  nChanged 2
		SP:Iteration 40F (134857.700000 sec): 3 clusters
  Score: Raw -2220600.333294 + Penalty 3256.754013 = -2217343.579280
  nChanged 2
		SP:Iteration 41Q (134858.010000 sec): 3 clusters
  Score: Raw -2220600.945667 + Penalty 3256.754013 = -2217344.191654
  nChanged 3
		SP:Iteration 42Q (134858.300000 sec): 3 clusters
  Score: Raw -2220602.052671 + Penalty 3256.754013 = -2217345.298658
  nChanged 2
		SP:Iteration 43Q (134858.580000 sec): 3 clusters
  Score: Raw -2220602.621360 + Penalty 3256.754013 = -2217345.867347
  nChanged 2
		SP:Iteration 44Q (134858.830000 sec): 3 clusters
  Score: Raw -2220603.359933 + Penalty 3256.754013 = -2217346.605919
  nChanged 3
		SP:Iteration 45Q (134859.080000 sec): 3 clusters
  Score: Raw -2220604.668986 + Penalty 3256.754013 = -2217347.914973
  nChanged 2
		SP:Iteration 46Q (134859.310000 sec): 3 clusters
  Score: Raw -2220605.359363 + Penalty 3256.754013 = -2217348.605350
  nChanged 2
		SP:Iteration 47Q (134859.580000 sec): 3 clusters
  Score: Raw -2220606.296340 + Penalty 3256.754013 = -2217349.542327
  nChanged 2
		SP:Iteration 48Q (134859.860000 sec): 3 clusters
  Score: Raw -2220607.192223 + Penalty 3256.754013 = -2217350.438209
  nChanged 3
		SP:Iteration 49Q (134860.090000 sec): 3 clusters
  Score: Raw -2220607.793764 + Penalty 3256.754013 = -2217351.039750
  nChanged 0
		SP:Iteration 50F (134860.400000 sec): 3 clusters
  Score: Raw -2220607.793764 + Penalty 3256.754013 = -2217351.039750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134860.520000 sec): 2 clusters
  Score: Raw -376557.145348 + Penalty 1345.821272 = -375211.324075
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134860.780000 sec): 3 clusters
  Score: Raw -374599.907879 + Penalty 2691.642544 = -371908.265335
  nChanged 1590
		SP:Iteration 1F (134860.980000 sec): 3 clusters
  Score: Raw -375628.952749 + Penalty 2691.642544 = -372937.310205
  nChanged 323
		SP:Iteration 2F (134861.180000 sec): 3 clusters
  Score: Raw -375865.301421 + Penalty 2691.642544 = -373173.658877
  nChanged 244
		SP:Iteration 3F (134861.350000 sec): 3 clusters
  Score: Raw -376039.952529 + Penalty 2691.642544 = -373348.309985
  nChanged 204
		SP:Iteration 4F (134861.550000 sec): 3 clusters
  Score: Raw -376181.337051 + Penalty 2691.642544 = -373489.694507
  nChanged 166
		SP:Iteration 5Q (134861.730000 sec): 3 clusters
  Score: Raw -376287.607412 + Penalty 2691.642544 = -373595.964868
  nChanged 132
		SP:Iteration 6Q (134861.930000 sec): 3 clusters
  Score: Raw -376362.907252 + Penalty 2691.642544 = -373671.264708
  nChanged 118
		SP:Iteration 7Q (134862.110000 sec): 3 clusters
  Score: Raw -376437.600815 + Penalty 2691.642544 = -373745.958271
  nChanged 104
		SP:Iteration 8Q (134862.310000 sec): 3 clusters
  Score: Raw -376501.289913 + Penalty 2691.642544 = -373809.647369
  nChanged 98
		SP:Iteration 9Q (134862.500000 sec): 3 clusters
  Score: Raw -376553.997053 + Penalty 2691.642544 = -373862.354509
  nChanged 83
		SP:Iteration 10Q (134862.660000 sec): 3 clusters
  Score: Raw -376593.882314 + Penalty 2691.642544 = -373902.239770
  nChanged 75
		SP:Iteration 11Q (134862.840000 sec): 3 clusters
  Score: Raw -376632.880552 + Penalty 2691.642544 = -373941.238008
  nChanged 62
		SP:Iteration 12Q (134863.020000 sec): 3 clusters
  Score: Raw -376658.474150 + Penalty 2691.642544 = -373966.831605
  nChanged 43
		SP:Iteration 13Q (134863.220000 sec): 3 clusters
  Score: Raw -376679.322110 + Penalty 2691.642544 = -373987.679566
  nChanged 51
		SP:Iteration 14Q (134863.380000 sec): 3 clusters
  Score: Raw -376705.728500 + Penalty 2691.642544 = -374014.085956
  nChanged 55
		SP:Iteration 15Q (134863.580000 sec): 3 clusters
  Score: Raw -376737.305928 + Penalty 2691.642544 = -374045.663384
  nChanged 63
		SP:Iteration 16Q (134863.730000 sec): 3 clusters
  Score: Raw -376778.200096 + Penalty 2691.642544 = -374086.557552
  nChanged 60
		SP:Iteration 17Q (134863.940000 sec): 3 clusters
  Score: Raw -376811.057067 + Penalty 2691.642544 = -374119.414523
  nChanged 49
		SP:Iteration 18Q (134864.100000 sec): 3 clusters
  Score: Raw -376846.406400 + Penalty 2691.642544 = -374154.763856
  nChanged 59
		SP:Iteration 19Q (134864.280000 sec): 3 clusters
  Score: Raw -376889.553365 + Penalty 2691.642544 = -374197.910821
  nChanged 41
		SP:Iteration 20F (134864.480000 sec): 3 clusters
  Score: Raw -376915.551062 + Penalty 2691.642544 = -374223.908518
  nChanged 40
		SP:Iteration 21Q (134864.670000 sec): 3 clusters
  Score: Raw -376934.431055 + Penalty 2691.642544 = -374242.788511
  nChanged 33
		SP:Iteration 22Q (134864.880000 sec): 3 clusters
  Score: Raw -376950.955508 + Penalty 2691.642544 = -374259.312964
  nChanged 20
		SP:Iteration 23Q (134865.090000 sec): 3 clusters
  Score: Raw -376960.675532 + Penalty 2691.642544 = -374269.032988
  nChanged 21
		SP:Iteration 24Q (134865.240000 sec): 3 clusters
  Score: Raw -376971.536740 + Penalty 2691.642544 = -374279.894195
  nChanged 24
		SP:Iteration 25Q (134865.480000 sec): 3 clusters
  Score: Raw -376981.344532 + Penalty 2691.642544 = -374289.701988
  nChanged 17
		SP:Iteration 26Q (134865.670000 sec): 3 clusters
  Score: Raw -376987.462318 + Penalty 2691.642544 = -374295.819774
  nChanged 12
		SP:Iteration 27Q (134865.860000 sec): 3 clusters
  Score: Raw -376990.776226 + Penalty 2691.642544 = -374299.133682
  nChanged 9
		SP:Iteration 28Q (134866.060000 sec): 3 clusters
  Score: Raw -376995.581773 + Penalty 2691.642544 = -374303.939229
  nChanged 9
		SP:Iteration 29Q (134866.200000 sec): 3 clusters
  Score: Raw -377000.028635 + Penalty 2691.642544 = -374308.386091
  nChanged 8
		SP:Iteration 30Q (134866.400000 sec): 3 clusters
  Score: Raw -377003.970092 + Penalty 2691.642544 = -374312.327548
  nChanged 10
		SP:Iteration 31Q (134866.600000 sec): 3 clusters
  Score: Raw -377008.937759 + Penalty 2691.642544 = -374317.295215
  nChanged 8
		SP:Iteration 32Q (134866.780000 sec): 3 clusters
  Score: Raw -377010.925783 + Penalty 2691.642544 = -374319.283238
  nChanged 6
		SP:Iteration 33Q (134866.980000 sec): 3 clusters
  Score: Raw -377012.765252 + Penalty 2691.642544 = -374321.122708
  nChanged 5
		SP:Iteration 34Q (134867.160000 sec): 3 clusters
  Score: Raw -377014.360259 + Penalty 2691.642544 = -374322.717715
  nChanged 5
		SP:Iteration 35Q (134867.360000 sec): 3 clusters
  Score: Raw -377018.677452 + Penalty 2691.642544 = -374327.034907
  nChanged 9
		SP:Iteration 36Q (134867.530000 sec): 3 clusters
  Score: Raw -377025.126934 + Penalty 2691.642544 = -374333.484390
  nChanged 11
		SP:Iteration 37Q (134867.690000 sec): 3 clusters
  Score: Raw -377032.228170 + Penalty 2691.642544 = -374340.585626
  nChanged 12
		SP:Iteration 38Q (134867.870000 sec): 3 clusters
  Score: Raw -377037.701466 + Penalty 2691.642544 = -374346.058922
  nChanged 12
		SP:Iteration 39Q (134868.080000 sec): 3 clusters
  Score: Raw -377045.338025 + Penalty 2691.642544 = -374353.695481
  nChanged 9
		SP:Iteration 40F (134868.290000 sec): 3 clusters
  Score: Raw -377048.365512 + Penalty 2691.642544 = -374356.722968
  nChanged 3
		SP:Iteration 41Q (134868.500000 sec): 3 clusters
  Score: Raw -377049.133970 + Penalty 2691.642544 = -374357.491425
  nChanged 2
		SP:Iteration 42Q (134868.730000 sec): 3 clusters
  Score: Raw -377049.427041 + Penalty 2691.642544 = -374357.784496
  nChanged 1
		SP:Iteration 43Q (134868.910000 sec): 3 clusters
  Score: Raw -377049.504996 + Penalty 2691.642544 = -374357.862452
  nChanged 0
		SP:Iteration 44F (134869.110000 sec): 3 clusters
  Score: Raw -377049.504996 + Penalty 2691.642544 = -374357.862452
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134869.240000 sec): 2 clusters
  Score: Raw -709000.986531 + Penalty 1441.505560 = -707559.480972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134869.410000 sec): 3 clusters
  Score: Raw -705087.128836 + Penalty 2883.011119 = -702204.117717
  nChanged 3002
		SP:Iteration 1F (134869.660000 sec): 3 clusters
  Score: Raw -706782.571393 + Penalty 2883.011119 = -703899.560274
  nChanged 468
		SP:Iteration 2F (134869.870000 sec): 3 clusters
  Score: Raw -707036.680681 + Penalty 2883.011119 = -704153.669562
  nChanged 386
		SP:Iteration 3F (134870.080000 sec): 3 clusters
  Score: Raw -707248.498802 + Penalty 2883.011119 = -704365.487683
  nChanged 361
		SP:Iteration 4F (134870.240000 sec): 3 clusters
  Score: Raw -707470.727206 + Penalty 2883.011119 = -704587.716086
  nChanged 356
		SP:Iteration 5Q (134870.430000 sec): 3 clusters
  Score: Raw -707686.860012 + Penalty 2883.011119 = -704803.848893
  nChanged 334
		SP:Iteration 6Q (134870.600000 sec): 3 clusters
  Score: Raw -707881.713412 + Penalty 2883.011119 = -704998.702293
  nChanged 273
		SP:Iteration 7Q (134870.840000 sec): 3 clusters
  Score: Raw -708024.919376 + Penalty 2883.011119 = -705141.908256
  nChanged 235
		SP:Iteration 8Q (134871.050000 sec): 3 clusters
  Score: Raw -708144.948060 + Penalty 2883.011119 = -705261.936940
  nChanged 233
		SP:Iteration 9Q (134871.260000 sec): 3 clusters
  Score: Raw -708267.156439 + Penalty 2883.011119 = -705384.145320
  nChanged 205
		SP:Iteration 10Q (134871.480000 sec): 3 clusters
  Score: Raw -708373.905361 + Penalty 2883.011119 = -705490.894241
  nChanged 186
		SP:Iteration 11Q (134871.700000 sec): 3 clusters
  Score: Raw -708466.542958 + Penalty 2883.011119 = -705583.531839
  nChanged 183
		SP:Iteration 12Q (134871.980000 sec): 3 clusters
  Score: Raw -708550.420918 + Penalty 2883.011119 = -705667.409799
  nChanged 147
		SP:Iteration 13Q (134872.180000 sec): 3 clusters
  Score: Raw -708607.185069 + Penalty 2883.011119 = -705724.173950
  nChanged 105
		SP:Iteration 14Q (134872.450000 sec): 3 clusters
  Score: Raw -708647.262425 + Penalty 2883.011119 = -705764.251306
  nChanged 100
		SP:Iteration 15Q (134872.670000 sec): 3 clusters
  Score: Raw -708681.040388 + Penalty 2883.011119 = -705798.029269
  nChanged 80
		SP:Iteration 16Q (134872.900000 sec): 3 clusters
  Score: Raw -708706.619192 + Penalty 2883.011119 = -705823.608073
  nChanged 82
		SP:Iteration 17Q (134873.120000 sec): 3 clusters
  Score: Raw -708736.551332 + Penalty 2883.011119 = -705853.540212
  nChanged 84
		SP:Iteration 18Q (134873.370000 sec): 3 clusters
  Score: Raw -708769.743238 + Penalty 2883.011119 = -705886.732119
  nChanged 76
		SP:Iteration 19Q (134873.570000 sec): 3 clusters
  Score: Raw -708800.844540 + Penalty 2883.011119 = -705917.833421
  nChanged 95
		SP:Iteration 20F (134873.820000 sec): 3 clusters
  Score: Raw -708840.284024 + Penalty 2883.011119 = -705957.272905
  nChanged 97
		SP:Iteration 21Q (134874.030000 sec): 3 clusters
  Score: Raw -708879.366800 + Penalty 2883.011119 = -705996.355681
  nChanged 89
		SP:Iteration 22Q (134874.230000 sec): 3 clusters
  Score: Raw -708919.165584 + Penalty 2883.011119 = -706036.154465
  nChanged 97
		SP:Iteration 23Q (134874.480000 sec): 3 clusters
  Score: Raw -708967.289375 + Penalty 2883.011119 = -706084.278256
  nChanged 95
		SP:Iteration 24Q (134874.680000 sec): 3 clusters
  Score: Raw -709011.739020 + Penalty 2883.011119 = -706128.727900
  nChanged 77
		SP:Iteration 25Q (134874.880000 sec): 3 clusters
  Score: Raw -709047.878458 + Penalty 2883.011119 = -706164.867339
  nChanged 67
		SP:Iteration 26Q (134875.110000 sec): 3 clusters
  Score: Raw -709078.133529 + Penalty 2883.011119 = -706195.122409
  nChanged 68
		SP:Iteration 27Q (134875.330000 sec): 3 clusters
  Score: Raw -709107.327400 + Penalty 2883.011119 = -706224.316281
  nChanged 64
		SP:Iteration 28Q (134875.550000 sec): 3 clusters
  Score: Raw -709138.867840 + Penalty 2883.011119 = -706255.856720
  nChanged 53
		SP:Iteration 29Q (134875.730000 sec): 3 clusters
  Score: Raw -709166.824139 + Penalty 2883.011119 = -706283.813019
  nChanged 56
		SP:Iteration 30Q (134875.940000 sec): 3 clusters
  Score: Raw -709199.068446 + Penalty 2883.011119 = -706316.057327
  nChanged 56
		SP:Iteration 31Q (134876.160000 sec): 3 clusters
  Score: Raw -709232.780586 + Penalty 2883.011119 = -706349.769467
  nChanged 42
		SP:Iteration 32Q (134876.380000 sec): 3 clusters
  Score: Raw -709254.740157 + Penalty 2883.011119 = -706371.729037
  nChanged 28
		SP:Iteration 33Q (134876.600000 sec): 3 clusters
  Score: Raw -709268.873824 + Penalty 2883.011119 = -706385.862705
  nChanged 34
		SP:Iteration 34Q (134876.830000 sec): 3 clusters
  Score: Raw -709287.312104 + Penalty 2883.011119 = -706404.300985
  nChanged 25
		SP:Iteration 35Q (134877.010000 sec): 3 clusters
  Score: Raw -709299.691762 + Penalty 2883.011119 = -706416.680642
  nChanged 21
		SP:Iteration 36Q (134877.210000 sec): 3 clusters
  Score: Raw -709310.184580 + Penalty 2883.011119 = -706427.173460
  nChanged 18
		SP:Iteration 37Q (134877.380000 sec): 3 clusters
  Score: Raw -709320.083818 + Penalty 2883.011119 = -706437.072699
  nChanged 20
		SP:Iteration 38Q (134877.590000 sec): 3 clusters
  Score: Raw -709330.037183 + Penalty 2883.011119 = -706447.026064
  nChanged 17
		SP:Iteration 39Q (134877.770000 sec): 3 clusters
  Score: Raw -709340.745080 + Penalty 2883.011119 = -706457.733960
  nChanged 14
		SP:Iteration 40F (134877.970000 sec): 3 clusters
  Score: Raw -709347.365918 + Penalty 2883.011119 = -706464.354799
  nChanged 10
		SP:Iteration 41Q (134878.180000 sec): 3 clusters
  Score: Raw -709353.250748 + Penalty 2883.011119 = -706470.239629
  nChanged 12
		SP:Iteration 42Q (134878.390000 sec): 3 clusters
  Score: Raw -709358.611581 + Penalty 2883.011119 = -706475.600461
  nChanged 8
		SP:Iteration 43Q (134878.560000 sec): 3 clusters
  Score: Raw -709363.124673 + Penalty 2883.011119 = -706480.113554
  nChanged 8
		SP:Iteration 44Q (134878.720000 sec): 3 clusters
  Score: Raw -709367.505865 + Penalty 2883.011119 = -706484.494746
  nChanged 12
		SP:Iteration 45Q (134878.930000 sec): 3 clusters
  Score: Raw -709375.028186 + Penalty 2883.011119 = -706492.017067
  nChanged 10
		SP:Iteration 46Q (134879.140000 sec): 3 clusters
  Score: Raw -709382.086944 + Penalty 2883.011119 = -706499.075825
  nChanged 8
		SP:Iteration 47Q (134879.290000 sec): 3 clusters
  Score: Raw -709385.288905 + Penalty 2883.011119 = -706502.277786
  nChanged 4
		SP:Iteration 48Q (134879.490000 sec): 3 clusters
  Score: Raw -709386.303802 + Penalty 2883.011119 = -706503.292683
  nChanged 0
		SP:Iteration 49F (134879.660000 sec): 3 clusters
  Score: Raw -709386.303802 + Penalty 2883.011119 = -706503.292683
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134879.810000 sec): 2 clusters
  Score: Raw -1513962.079989 + Penalty 1554.791044 = -1512407.288946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134880.040000 sec): 3 clusters
  Score: Raw -1505603.616874 + Penalty 3109.582087 = -1502494.034787
  nChanged 6317
		SP:Iteration 1F (134880.270000 sec): 3 clusters
  Score: Raw -1509154.830277 + Penalty 3109.582087 = -1506045.248189
  nChanged 846
		SP:Iteration 2F (134880.500000 sec): 3 clusters
  Score: Raw -1509565.259170 + Penalty 3109.582087 = -1506455.677083
  nChanged 802
		SP:Iteration 3F (134880.770000 sec): 3 clusters
  Score: Raw -1509991.917980 + Penalty 3109.582087 = -1506882.335893
  nChanged 814
		SP:Iteration 4F (134880.990000 sec): 3 clusters
  Score: Raw -1510469.044518 + Penalty 3109.582087 = -1507359.462431
  nChanged 860
		SP:Iteration 5F (134881.260000 sec): 3 clusters
  Score: Raw -1510990.180825 + Penalty 3109.582087 = -1507880.598738
  nChanged 862
		SP:Iteration 6F (134881.490000 sec): 3 clusters
  Score: Raw -1511482.554346 + Penalty 3109.582087 = -1508372.972258
  nChanged 796
		SP:Iteration 7F (134881.720000 sec): 3 clusters
  Score: Raw -1511921.690696 + Penalty 3109.582087 = -1508812.108609
  nChanged 650
		SP:Iteration 8Q (134881.980000 sec): 3 clusters
  Score: Raw -1512247.736683 + Penalty 3109.582087 = -1509138.154596
  nChanged 509
		SP:Iteration 9Q (134882.230000 sec): 3 clusters
  Score: Raw -1512452.393927 + Penalty 3109.582087 = -1509342.811840
  nChanged 401
		SP:Iteration 10Q (134882.490000 sec): 3 clusters
  Score: Raw -1512580.516755 + Penalty 3109.582087 = -1509470.934668
  nChanged 269
		SP:Iteration 11Q (134882.790000 sec): 3 clusters
  Score: Raw -1512647.509983 + Penalty 3109.582087 = -1509537.927896
  nChanged 184
		SP:Iteration 12Q (134883.030000 sec): 3 clusters
  Score: Raw -1512693.447581 + Penalty 3109.582087 = -1509583.865494
  nChanged 148
		SP:Iteration 13Q (134883.300000 sec): 3 clusters
  Score: Raw -1512725.469097 + Penalty 3109.582087 = -1509615.887010
  nChanged 122
		SP:Iteration 14Q (134883.580000 sec): 3 clusters
  Score: Raw -1512749.952029 + Penalty 3109.582087 = -1509640.369942
  nChanged 98
		SP:Iteration 15Q (134883.870000 sec): 3 clusters
  Score: Raw -1512764.211261 + Penalty 3109.582087 = -1509654.629174
  nChanged 72
		SP:Iteration 16Q (134884.110000 sec): 3 clusters
  Score: Raw -1512773.598012 + Penalty 3109.582087 = -1509664.015925
  nChanged 44
		SP:Iteration 17Q (134884.330000 sec): 3 clusters
  Score: Raw -1512779.144521 + Penalty 3109.582087 = -1509669.562434
  nChanged 35
		SP:Iteration 18Q (134884.540000 sec): 3 clusters
  Score: Raw -1512783.678977 + Penalty 3109.582087 = -1509674.096890
  nChanged 48
		SP:Iteration 19Q (134884.780000 sec): 3 clusters
  Score: Raw -1512789.052132 + Penalty 3109.582087 = -1509679.470045
  nChanged 39
		SP:Iteration 20F (134885.070000 sec): 3 clusters
  Score: Raw -1512793.268593 + Penalty 3109.582087 = -1509683.686506
  nChanged 35
		SP:Iteration 21Q (134885.340000 sec): 3 clusters
  Score: Raw -1512796.360611 + Penalty 3109.582087 = -1509686.778524
  nChanged 32
		SP:Iteration 22Q (134885.580000 sec): 3 clusters
  Score: Raw -1512800.401855 + Penalty 3109.582087 = -1509690.819767
  nChanged 32
		SP:Iteration 23Q (134885.840000 sec): 3 clusters
  Score: Raw -1512804.368050 + Penalty 3109.582087 = -1509694.785963
  nChanged 28
		SP:Iteration 24Q (134886.080000 sec): 3 clusters
  Score: Raw -1512807.063424 + Penalty 3109.582087 = -1509697.481337
  nChanged 26
		SP:Iteration 25Q (134886.350000 sec): 3 clusters
  Score: Raw -1512809.594770 + Penalty 3109.582087 = -1509700.012683
  nChanged 20
		SP:Iteration 26Q (134886.580000 sec): 3 clusters
  Score: Raw -1512811.448685 + Penalty 3109.582087 = -1509701.866598
  nChanged 20
		SP:Iteration 27Q (134886.830000 sec): 3 clusters
  Score: Raw -1512813.567042 + Penalty 3109.582087 = -1509703.984955
  nChanged 29
		SP:Iteration 28Q (134887.130000 sec): 3 clusters
  Score: Raw -1512816.527899 + Penalty 3109.582087 = -1509706.945811
  nChanged 29
		SP:Iteration 29Q (134887.390000 sec): 3 clusters
  Score: Raw -1512819.432833 + Penalty 3109.582087 = -1509709.850746
  nChanged 23
		SP:Iteration 30Q (134887.580000 sec): 3 clusters
  Score: Raw -1512821.424427 + Penalty 3109.582087 = -1509711.842339
  nChanged 25
		SP:Iteration 31Q (134887.820000 sec): 3 clusters
  Score: Raw -1512823.549265 + Penalty 3109.582087 = -1509713.967177
  nChanged 20
		SP:Iteration 32Q (134888.080000 sec): 3 clusters
  Score: Raw -1512825.313353 + Penalty 3109.582087 = -1509715.731266
  nChanged 24
		SP:Iteration 33Q (134888.380000 sec): 3 clusters
  Score: Raw -1512827.364185 + Penalty 3109.582087 = -1509717.782098
  nChanged 26
		SP:Iteration 34Q (134888.610000 sec): 3 clusters
  Score: Raw -1512829.795273 + Penalty 3109.582087 = -1509720.213186
  nChanged 24
		SP:Iteration 35Q (134888.820000 sec): 3 clusters
  Score: Raw -1512831.450341 + Penalty 3109.582087 = -1509721.868254
  nChanged 21
		SP:Iteration 36Q (134889.080000 sec): 3 clusters
  Score: Raw -1512833.719904 + Penalty 3109.582087 = -1509724.137817
  nChanged 29
		SP:Iteration 37Q (134889.350000 sec): 3 clusters
  Score: Raw -1512836.136764 + Penalty 3109.582087 = -1509726.554676
  nChanged 17
		SP:Iteration 38Q (134889.590000 sec): 3 clusters
  Score: Raw -1512837.418827 + Penalty 3109.582087 = -1509727.836740
  nChanged 16
		SP:Iteration 39Q (134889.850000 sec): 3 clusters
  Score: Raw -1512838.709759 + Penalty 3109.582087 = -1509729.127672
  nChanged 27
		SP:Iteration 40F (134890.080000 sec): 3 clusters
  Score: Raw -1512841.618341 + Penalty 3109.582087 = -1509732.036254
  nChanged 30
		SP:Iteration 41Q (134890.330000 sec): 3 clusters
  Score: Raw -1512844.707862 + Penalty 3109.582087 = -1509735.125774
  nChanged 33
		SP:Iteration 42Q (134890.550000 sec): 3 clusters
  Score: Raw -1512848.462421 + Penalty 3109.582087 = -1509738.880333
  nChanged 39
		SP:Iteration 43Q (134890.820000 sec): 3 clusters
  Score: Raw -1512852.744528 + Penalty 3109.582087 = -1509743.162441
  nChanged 45
		SP:Iteration 44Q (134891.070000 sec): 3 clusters
  Score: Raw -1512858.393009 + Penalty 3109.582087 = -1509748.810922
  nChanged 50
		SP:Iteration 45Q (134891.340000 sec): 3 clusters
  Score: Raw -1512864.304603 + Penalty 3109.582087 = -1509754.722516
  nChanged 55
		SP:Iteration 46Q (134891.580000 sec): 3 clusters
  Score: Raw -1512870.703449 + Penalty 3109.582087 = -1509761.121362
  nChanged 51
		SP:Iteration 47Q (134891.860000 sec): 3 clusters
  Score: Raw -1512875.168490 + Penalty 3109.582087 = -1509765.586403
  nChanged 46
		SP:Iteration 48Q (134892.130000 sec): 3 clusters
  Score: Raw -1512879.508683 + Penalty 3109.582087 = -1509769.926596
  nChanged 35
		SP:Iteration 49Q (134892.390000 sec): 3 clusters
  Score: Raw -1512882.587326 + Penalty 3109.582087 = -1509773.005239
  nChanged 35
		SP:Iteration 50Q (134892.630000 sec): 3 clusters
  Score: Raw -1512885.725643 + Penalty 3109.582087 = -1509776.143556
  nChanged 32
		SP:Iteration 51Q (134892.910000 sec): 3 clusters
  Score: Raw -1512888.714562 + Penalty 3109.582087 = -1509779.132475
  nChanged 33
		SP:Iteration 52Q (134893.140000 sec): 3 clusters
  Score: Raw -1512892.418973 + Penalty 3109.582087 = -1509782.836885
  nChanged 28
		SP:Iteration 53Q (134893.390000 sec): 3 clusters
  Score: Raw -1512894.818263 + Penalty 3109.582087 = -1509785.236175
  nChanged 25
		SP:Iteration 54Q (134893.670000 sec): 3 clusters
  Score: Raw -1512897.539135 + Penalty 3109.582087 = -1509787.957048
  nChanged 36
		SP:Iteration 55Q (134893.920000 sec): 3 clusters
  Score: Raw -1512901.268155 + Penalty 3109.582087 = -1509791.686068
  nChanged 30
		SP:Iteration 56Q (134894.170000 sec): 3 clusters
  Score: Raw -1512904.248607 + Penalty 3109.582087 = -1509794.666519
  nChanged 30
		SP:Iteration 57Q (134894.430000 sec): 3 clusters
  Score: Raw -1512907.124032 + Penalty 3109.582087 = -1509797.541944
  nChanged 26
		SP:Iteration 58Q (134894.720000 sec): 3 clusters
  Score: Raw -1512910.029280 + Penalty 3109.582087 = -1509800.447193
  nChanged 28
		SP:Iteration 59Q (134894.940000 sec): 3 clusters
  Score: Raw -1512912.751012 + Penalty 3109.582087 = -1509803.168925
  nChanged 31
		SP:Iteration 60F (134895.230000 sec): 3 clusters
  Score: Raw -1512916.446725 + Penalty 3109.582087 = -1509806.864638
  nChanged 36
		SP:Iteration 61Q (134895.440000 sec): 3 clusters
  Score: Raw -1512920.097820 + Penalty 3109.582087 = -1509810.515733
  nChanged 37
		SP:Iteration 62Q (134895.720000 sec): 3 clusters
  Score: Raw -1512924.209775 + Penalty 3109.582087 = -1509814.627688
  nChanged 41
		SP:Iteration 63Q (134895.990000 sec): 3 clusters
  Score: Raw -1512929.591380 + Penalty 3109.582087 = -1509820.009293
  nChanged 61
		SP:Iteration 64Q (134896.210000 sec): 3 clusters
  Score: Raw -1512937.320022 + Penalty 3109.582087 = -1509827.737935
  nChanged 65
		SP:Iteration 65Q (134896.470000 sec): 3 clusters
  Score: Raw -1512945.166976 + Penalty 3109.582087 = -1509835.584888
  nChanged 59
		SP:Iteration 66Q (134896.730000 sec): 3 clusters
  Score: Raw -1512952.779978 + Penalty 3109.582087 = -1509843.197891
  nChanged 60
		SP:Iteration 67Q (134896.960000 sec): 3 clusters
  Score: Raw -1512960.795822 + Penalty 3109.582087 = -1509851.213735
  nChanged 65
		SP:Iteration 68Q (134897.170000 sec): 3 clusters
  Score: Raw -1512971.274230 + Penalty 3109.582087 = -1509861.692143
  nChanged 63
		SP:Iteration 69Q (134897.420000 sec): 3 clusters
  Score: Raw -1512981.918531 + Penalty 3109.582087 = -1509872.336444
  nChanged 83
		SP:Iteration 70Q (134897.660000 sec): 3 clusters
  Score: Raw -1512995.321608 + Penalty 3109.582087 = -1509885.739521
  nChanged 88
		SP:Iteration 71Q (134897.910000 sec): 3 clusters
  Score: Raw -1513009.596368 + Penalty 3109.582087 = -1509900.014281
  nChanged 96
		SP:Iteration 72Q (134898.220000 sec): 3 clusters
  Score: Raw -1513026.887202 + Penalty 3109.582087 = -1509917.305115
  nChanged 110
		SP:Iteration 73Q (134898.430000 sec): 3 clusters
  Score: Raw -1513045.380364 + Penalty 3109.582087 = -1509935.798277
  nChanged 113
		SP:Iteration 74Q (134898.700000 sec): 3 clusters
  Score: Raw -1513064.784079 + Penalty 3109.582087 = -1509955.201992
  nChanged 124
		SP:Iteration 75Q (134898.900000 sec): 3 clusters
  Score: Raw -1513086.504470 + Penalty 3109.582087 = -1509976.922383
  nChanged 118
		SP:Iteration 76Q (134899.200000 sec): 3 clusters
  Score: Raw -1513107.624388 + Penalty 3109.582087 = -1509998.042301
  nChanged 127
		SP:Iteration 77Q (134899.410000 sec): 3 clusters
  Score: Raw -1513129.641586 + Penalty 3109.582087 = -1510020.059499
  nChanged 137
		SP:Iteration 78Q (134899.710000 sec): 3 clusters
  Score: Raw -1513157.504622 + Penalty 3109.582087 = -1510047.922535
  nChanged 154
		SP:Iteration 79Q (134899.960000 sec): 3 clusters
  Score: Raw -1513187.105984 + Penalty 3109.582087 = -1510077.523897
  nChanged 160
		SP:Iteration 80F (134900.210000 sec): 3 clusters
  Score: Raw -1513220.905243 + Penalty 3109.582087 = -1510111.323156
  nChanged 165
		SP:Iteration 81Q (134900.470000 sec): 3 clusters
  Score: Raw -1513256.768093 + Penalty 3109.582087 = -1510147.186005
  nChanged 162
		SP:Iteration 82Q (134900.690000 sec): 3 clusters
  Score: Raw -1513287.983727 + Penalty 3109.582087 = -1510178.401640
  nChanged 158
		SP:Iteration 83Q (134900.920000 sec): 3 clusters
  Score: Raw -1513321.950821 + Penalty 3109.582087 = -1510212.368734
  nChanged 141
		SP:Iteration 84Q (134901.180000 sec): 3 clusters
  Score: Raw -1513351.257962 + Penalty 3109.582087 = -1510241.675875
  nChanged 144
		SP:Iteration 85Q (134901.460000 sec): 3 clusters
  Score: Raw -1513385.536426 + Penalty 3109.582087 = -1510275.954339
  nChanged 151
		SP:Iteration 86Q (134901.690000 sec): 3 clusters
  Score: Raw -1513416.644955 + Penalty 3109.582087 = -1510307.062868
  nChanged 150
		SP:Iteration 87Q (134901.960000 sec): 3 clusters
  Score: Raw -1513448.629722 + Penalty 3109.582087 = -1510339.047635
  nChanged 146
		SP:Iteration 88Q (134902.230000 sec): 3 clusters
  Score: Raw -1513477.065154 + Penalty 3109.582087 = -1510367.483067
  nChanged 149
		SP:Iteration 89Q (134902.450000 sec): 3 clusters
  Score: Raw -1513506.208374 + Penalty 3109.582087 = -1510396.626287
  nChanged 125
		SP:Iteration 90Q (134902.710000 sec): 3 clusters
  Score: Raw -1513531.974124 + Penalty 3109.582087 = -1510422.392037
  nChanged 126
		SP:Iteration 91Q (134902.910000 sec): 3 clusters
  Score: Raw -1513557.694473 + Penalty 3109.582087 = -1510448.112386
  nChanged 141
		SP:Iteration 92Q (134903.150000 sec): 3 clusters
  Score: Raw -1513586.143164 + Penalty 3109.582087 = -1510476.561076
  nChanged 137
		SP:Iteration 93Q (134903.390000 sec): 3 clusters
  Score: Raw -1513614.238451 + Penalty 3109.582087 = -1510504.656364
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		SP:Iteration 94Q (134903.570000 sec): 3 clusters
  Score: Raw -1513641.921098 + Penalty 3109.582087 = -1510532.339010
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		SP:Iteration 95Q (134903.850000 sec): 3 clusters
  Score: Raw -1513663.733813 + Penalty 3109.582087 = -1510554.151725
  nChanged 109
		SP:Iteration 96Q (134904.110000 sec): 3 clusters
  Score: Raw -1513681.987677 + Penalty 3109.582087 = -1510572.405590
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		SP:Iteration 97Q (134904.420000 sec): 3 clusters
  Score: Raw -1513699.007494 + Penalty 3109.582087 = -1510589.425407
  nChanged 110
		SP:Iteration 98Q (134904.690000 sec): 3 clusters
  Score: Raw -1513721.568646 + Penalty 3109.582087 = -1510611.986559
  nChanged 114
		SP:Iteration 99Q (134904.930000 sec): 3 clusters
  Score: Raw -1513748.445723 + Penalty 3109.582087 = -1510638.863636
  nChanged 130
		SP:Iteration 100F (134905.200000 sec): 3 clusters
  Score: Raw -1513779.808322 + Penalty 3109.582087 = -1510670.226235
  nChanged 130
		SP:Iteration 101Q (134905.420000 sec): 3 clusters
  Score: Raw -1513810.412600 + Penalty 3109.582087 = -1510700.830513
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		SP:Iteration 102Q (134905.680000 sec): 3 clusters
  Score: Raw -1513844.886210 + Penalty 3109.582087 = -1510735.304123
  nChanged 129
		SP:Iteration 103Q (134905.970000 sec): 3 clusters
  Score: Raw -1513876.243011 + Penalty 3109.582087 = -1510766.660924
  nChanged 124
		SP:Iteration 104Q (134906.170000 sec): 3 clusters
  Score: Raw -1513904.059323 + Penalty 3109.582087 = -1510794.477236
  nChanged 113
		SP:Iteration 105Q (134906.470000 sec): 3 clusters
  Score: Raw -1513930.988884 + Penalty 3109.582087 = -1510821.406797
  nChanged 109
		SP:Iteration 106Q (134906.680000 sec): 3 clusters
  Score: Raw -1513956.474719 + Penalty 3109.582087 = -1510846.892632
  nChanged 124
		SP:Iteration 107Q (134906.880000 sec): 3 clusters
  Score: Raw -1513986.240200 + Penalty 3109.582087 = -1510876.658113
  nChanged 116
		SP:Iteration 108Q (134907.130000 sec): 3 clusters
  Score: Raw -1514013.006793 + Penalty 3109.582087 = -1510903.424705
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		SP:Iteration 109Q (134907.330000 sec): 3 clusters
  Score: Raw -1514039.820969 + Penalty 3109.582087 = -1510930.238882
  nChanged 99
		SP:Iteration 110Q (134907.570000 sec): 3 clusters
  Score: Raw -1514064.873879 + Penalty 3109.582087 = -1510955.291791
  nChanged 96
		SP:Iteration 111Q (134907.850000 sec): 3 clusters
  Score: Raw -1514088.536660 + Penalty 3109.582087 = -1510978.954573
  nChanged 92
		SP:Iteration 112Q (134908.080000 sec): 3 clusters
  Score: Raw -1514108.189787 + Penalty 3109.582087 = -1510998.607700
  nChanged 77
		SP:Iteration 113Q (134908.330000 sec): 3 clusters
  Score: Raw -1514124.545828 + Penalty 3109.582087 = -1511014.963741
  nChanged 76
		SP:Iteration 114Q (134908.560000 sec): 3 clusters
  Score: Raw -1514142.832368 + Penalty 3109.582087 = -1511033.250281
  nChanged 72
		SP:Iteration 115Q (134908.870000 sec): 3 clusters
  Score: Raw -1514159.397424 + Penalty 3109.582087 = -1511049.815337
  nChanged 65
		SP:Iteration 116Q (134909.050000 sec): 3 clusters
  Score: Raw -1514175.905905 + Penalty 3109.582087 = -1511066.323818
  nChanged 63
		SP:Iteration 117Q (134909.280000 sec): 3 clusters
  Score: Raw -1514191.561502 + Penalty 3109.582087 = -1511081.979415
  nChanged 59
		SP:Iteration 118Q (134909.530000 sec): 3 clusters
  Score: Raw -1514206.904697 + Penalty 3109.582087 = -1511097.322610
  nChanged 54
		SP:Iteration 119Q (134909.750000 sec): 3 clusters
  Score: Raw -1514219.490521 + Penalty 3109.582087 = -1511109.908434
  nChanged 51
		SP:Iteration 120F (134909.980000 sec): 3 clusters
  Score: Raw -1514231.987744 + Penalty 3109.582087 = -1511122.405656
  nChanged 47
		SP:Iteration 121Q (134910.210000 sec): 3 clusters
  Score: Raw -1514242.696630 + Penalty 3109.582087 = -1511133.114543
  nChanged 49
		SP:Iteration 122Q (134910.390000 sec): 3 clusters
  Score: Raw -1514253.911012 + Penalty 3109.582087 = -1511144.328924
  nChanged 50
		SP:Iteration 123Q (134910.610000 sec): 3 clusters
  Score: Raw -1514265.972030 + Penalty 3109.582087 = -1511156.389943
  nChanged 43
		SP:Iteration 124Q (134910.830000 sec): 3 clusters
  Score: Raw -1514275.011663 + Penalty 3109.582087 = -1511165.429576
  nChanged 32
		SP:Iteration 125Q (134911.060000 sec): 3 clusters
  Score: Raw -1514281.403147 + Penalty 3109.582087 = -1511171.821060
  nChanged 25
		SP:Iteration 126Q (134911.260000 sec): 3 clusters
  Score: Raw -1514286.365514 + Penalty 3109.582087 = -1511176.783426
  nChanged 25
		SP:Iteration 127Q (134911.490000 sec): 3 clusters
  Score: Raw -1514290.794606 + Penalty 3109.582087 = -1511181.212519
  nChanged 22
		SP:Iteration 128Q (134911.730000 sec): 3 clusters
  Score: Raw -1514295.953675 + Penalty 3109.582087 = -1511186.371588
  nChanged 20
		SP:Iteration 129Q (134911.990000 sec): 3 clusters
  Score: Raw -1514300.710818 + Penalty 3109.582087 = -1511191.128731
  nChanged 30
		SP:Iteration 130Q (134912.230000 sec): 3 clusters
  Score: Raw -1514307.590925 + Penalty 3109.582087 = -1511198.008838
  nChanged 29
		SP:Iteration 131Q (134912.550000 sec): 3 clusters
  Score: Raw -1514313.872235 + Penalty 3109.582087 = -1511204.290148
  nChanged 25
		SP:Iteration 132Q (134912.830000 sec): 3 clusters
  Score: Raw -1514319.070120 + Penalty 3109.582087 = -1511209.488033
  nChanged 25
		SP:Iteration 133Q (134913.070000 sec): 3 clusters
  Score: Raw -1514324.554030 + Penalty 3109.582087 = -1511214.971943
  nChanged 19
		SP:Iteration 134Q (134913.370000 sec): 3 clusters
  Score: Raw -1514329.609994 + Penalty 3109.582087 = -1511220.027907
  nChanged 21
		SP:Iteration 135Q (134913.580000 sec): 3 clusters
  Score: Raw -1514335.190193 + Penalty 3109.582087 = -1511225.608106
  nChanged 26
		SP:Iteration 136Q (134913.860000 sec): 3 clusters
  Score: Raw -1514340.716641 + Penalty 3109.582087 = -1511231.134554
  nChanged 16
		SP:Iteration 137Q (134914.080000 sec): 3 clusters
  Score: Raw -1514345.798870 + Penalty 3109.582087 = -1511236.216783
  nChanged 19
		SP:Iteration 138Q (134914.330000 sec): 3 clusters
  Score: Raw -1514351.526868 + Penalty 3109.582087 = -1511241.944781
  nChanged 13
		SP:Iteration 139Q (134914.570000 sec): 3 clusters
  Score: Raw -1514354.534153 + Penalty 3109.582087 = -1511244.952066
  nChanged 17
		SP:Iteration 140F (134914.860000 sec): 3 clusters
  Score: Raw -1514359.522920 + Penalty 3109.582087 = -1511249.940833
  nChanged 16
		SP:Iteration 141Q (134915.090000 sec): 3 clusters
  Score: Raw -1514364.276282 + Penalty 3109.582087 = -1511254.694195
  nChanged 17
		SP:Iteration 142Q (134915.300000 sec): 3 clusters
  Score: Raw -1514369.361956 + Penalty 3109.582087 = -1511259.779869
  nChanged 20
		SP:Iteration 143Q (134915.520000 sec): 3 clusters
  Score: Raw -1514374.084809 + Penalty 3109.582087 = -1511264.502722
  nChanged 13
		SP:Iteration 144Q (134915.730000 sec): 3 clusters
  Score: Raw -1514376.830624 + Penalty 3109.582087 = -1511267.248537
  nChanged 11
		SP:Iteration 145Q (134916.020000 sec): 3 clusters
  Score: Raw -1514379.733662 + Penalty 3109.582087 = -1511270.151575
  nChanged 11
		SP:Iteration 146Q (134916.230000 sec): 3 clusters
  Score: Raw -1514382.883871 + Penalty 3109.582087 = -1511273.301783
  nChanged 7
		SP:Iteration 147Q (134916.540000 sec): 3 clusters
  Score: Raw -1514384.892660 + Penalty 3109.582087 = -1511275.310573
  nChanged 16
		SP:Iteration 148Q (134916.760000 sec): 3 clusters
  Score: Raw -1514389.211490 + Penalty 3109.582087 = -1511279.629403
  nChanged 13
		SP:Iteration 149Q (134917.030000 sec): 3 clusters
  Score: Raw -1514392.997692 + Penalty 3109.582087 = -1511283.415605
  nChanged 12
		SP:Iteration 150Q (134917.270000 sec): 3 clusters
  Score: Raw -1514395.997198 + Penalty 3109.582087 = -1511286.415110
  nChanged 10
		SP:Iteration 151Q (134917.550000 sec): 3 clusters
  Score: Raw -1514397.957075 + Penalty 3109.582087 = -1511288.374988
  nChanged 11
		SP:Iteration 152Q (134917.820000 sec): 3 clusters
  Score: Raw -1514400.060430 + Penalty 3109.582087 = -1511290.478343
  nChanged 7
		SP:Iteration 153Q (134918.090000 sec): 3 clusters
  Score: Raw -1514401.139822 + Penalty 3109.582087 = -1511291.557735
  nChanged 3
		SP:Iteration 154Q (134918.340000 sec): 3 clusters
  Score: Raw -1514401.662957 + Penalty 3109.582087 = -1511292.080870
  nChanged 5
		SP:Iteration 155Q (134918.580000 sec): 3 clusters
  Score: Raw -1514402.641222 + Penalty 3109.582087 = -1511293.059135
  nChanged 4
		SP:Iteration 156Q (134918.850000 sec): 3 clusters
  Score: Raw -1514403.588372 + Penalty 3109.582087 = -1511294.006285
  nChanged 2
		SP:Iteration 157Q (134919.080000 sec): 3 clusters
  Score: Raw -1514404.002472 + Penalty 3109.582087 = -1511294.420385
  nChanged 1
		SP:Iteration 158Q (134919.300000 sec): 3 clusters
  Score: Raw -1514404.236765 + Penalty 3109.582087 = -1511294.654678
  nChanged 2
		SP:Iteration 159Q (134919.530000 sec): 3 clusters
  Score: Raw -1514404.597857 + Penalty 3109.582087 = -1511295.015770
  nChanged 3
		SP:Iteration 160F (134919.730000 sec): 3 clusters
  Score: Raw -1514405.114796 + Penalty 3109.582087 = -1511295.532709
  nChanged 3
		SP:Iteration 161Q (134919.980000 sec): 3 clusters
  Score: Raw -1514405.606945 + Penalty 3109.582087 = -1511296.024858
  nChanged 2
		SP:Iteration 162Q (134920.260000 sec): 3 clusters
  Score: Raw -1514405.946569 + Penalty 3109.582087 = -1511296.364482
  nChanged 4
		SP:Iteration 163Q (134920.510000 sec): 3 clusters
  Score: Raw -1514406.946103 + Penalty 3109.582087 = -1511297.364016
  nChanged 3
		SP:Iteration 164Q (134920.770000 sec): 3 clusters
  Score: Raw -1514407.525507 + Penalty 3109.582087 = -1511297.943419
  nChanged 2
		SP:Iteration 165Q (134920.980000 sec): 3 clusters
  Score: Raw -1514407.815558 + Penalty 3109.582087 = -1511298.233470
  nChanged 1
		SP:Iteration 166Q (134921.200000 sec): 3 clusters
  Score: Raw -1514407.915132 + Penalty 3109.582087 = -1511298.333045
  nChanged 0
		SP:Iteration 167F (134921.480000 sec): 3 clusters
  Score: Raw -1514407.915132 + Penalty 3109.582087 = -1511298.333045
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134921.620000 sec): 2 clusters
  Score: Raw -2225711.891737 + Penalty 1610.054425 = -2224101.837312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134921.900000 sec): 3 clusters
  Score: Raw -2213666.724698 + Penalty 3220.108851 = -2210446.615847
  nChanged 9005
		SP:Iteration 1F (134922.180000 sec): 3 clusters
  Score: Raw -2218360.562810 + Penalty 3220.108851 = -2215140.453959
  nChanged 923
		SP:Iteration 2Q (134922.380000 sec): 3 clusters
  Score: Raw -2218624.846798 + Penalty 3220.108851 = -2215404.737948
  nChanged 810
		SP:Iteration 3Q (134922.640000 sec): 3 clusters
  Score: Raw -2218843.351490 + Penalty 3220.108851 = -2215623.242639
  nChanged 705
		SP:Iteration 4Q (134922.900000 sec): 3 clusters
  Score: Raw -2219045.624305 + Penalty 3220.108851 = -2215825.515455
  nChanged 642
		SP:Iteration 5Q (134923.200000 sec): 3 clusters
  Score: Raw -2219231.369399 + Penalty 3220.108851 = -2216011.260548
  nChanged 610
		SP:Iteration 6Q (134923.500000 sec): 3 clusters
  Score: Raw -2219401.574385 + Penalty 3220.108851 = -2216181.465534
  nChanged 601
		SP:Iteration 7Q (134923.800000 sec): 3 clusters
  Score: Raw -2219562.369247 + Penalty 3220.108851 = -2216342.260397
  nChanged 532
		SP:Iteration 8Q (134924.050000 sec): 3 clusters
  Score: Raw -2219714.023502 + Penalty 3220.108851 = -2216493.914651
  nChanged 544
		SP:Iteration 9Q (134924.340000 sec): 3 clusters
  Score: Raw -2219878.482532 + Penalty 3220.108851 = -2216658.373681
  nChanged 579
		SP:Iteration 10Q (134924.660000 sec): 3 clusters
  Score: Raw -2220070.259305 + Penalty 3220.108851 = -2216850.150455
  nChanged 630
		SP:Iteration 11Q (134924.920000 sec): 3 clusters
  Score: Raw -2220331.003456 + Penalty 3220.108851 = -2217110.894606
  nChanged 711
		SP:Iteration 12Q (134925.230000 sec): 3 clusters
  Score: Raw -2220700.043337 + Penalty 3220.108851 = -2217479.934486
  nChanged 784
		SP:Iteration 13Q (134925.530000 sec): 3 clusters
  Score: Raw -2221183.319037 + Penalty 3220.108851 = -2217963.210187
  nChanged 867
		SP:Iteration 14Q (134925.780000 sec): 3 clusters
  Score: Raw -2221747.842804 + Penalty 3220.108851 = -2218527.733953
  nChanged 871
		SP:Iteration 15Q (134926.040000 sec): 3 clusters
  Score: Raw -2222256.130312 + Penalty 3220.108851 = -2219036.021462
  nChanged 722
		SP:Iteration 16Q (134926.280000 sec): 3 clusters
  Score: Raw -2222600.026217 + Penalty 3220.108851 = -2219379.917366
  nChanged 563
		SP:Iteration 17Q (134926.590000 sec): 3 clusters
  Score: Raw -2222800.491238 + Penalty 3220.108851 = -2219580.382387
  nChanged 389
		SP:Iteration 18Q (134926.870000 sec): 3 clusters
  Score: Raw -2222929.523283 + Penalty 3220.108851 = -2219709.414432
  nChanged 330
		SP:Iteration 19Q (134927.120000 sec): 3 clusters
  Score: Raw -2223041.543531 + Penalty 3220.108851 = -2219821.434681
  nChanged 309
		SP:Iteration 20F (134927.380000 sec): 3 clusters
  Score: Raw -2223155.128432 + Penalty 3220.108851 = -2219935.019581
  nChanged 317
		SP:Iteration 21Q (134927.630000 sec): 3 clusters
  Score: Raw -2223271.801650 + Penalty 3220.108851 = -2220051.692799
  nChanged 286
		SP:Iteration 22Q (134927.980000 sec): 3 clusters
  Score: Raw -2223372.127164 + Penalty 3220.108851 = -2220152.018314
  nChanged 290
		SP:Iteration 23Q (134928.210000 sec): 3 clusters
  Score: Raw -2223473.336337 + Penalty 3220.108851 = -2220253.227486
  nChanged 303
		SP:Iteration 24Q (134928.540000 sec): 3 clusters
  Score: Raw -2223590.251522 + Penalty 3220.108851 = -2220370.142672
  nChanged 311
		SP:Iteration 25Q (134928.840000 sec): 3 clusters
  Score: Raw -2223712.406769 + Penalty 3220.108851 = -2220492.297918
  nChanged 308
		SP:Iteration 26Q (134929.120000 sec): 3 clusters
  Score: Raw -2223840.173942 + Penalty 3220.108851 = -2220620.065092
  nChanged 317
		SP:Iteration 27Q (134929.420000 sec): 3 clusters
  Score: Raw -2223981.745444 + Penalty 3220.108851 = -2220761.636593
  nChanged 343
		SP:Iteration 28Q (134929.680000 sec): 3 clusters
  Score: Raw -2224149.480358 + Penalty 3220.108851 = -2220929.371508
  nChanged 323
		SP:Iteration 29Q (134929.950000 sec): 3 clusters
  Score: Raw -2224306.722360 + Penalty 3220.108851 = -2221086.613509
  nChanged 318
		SP:Iteration 30Q (134930.240000 sec): 3 clusters
  Score: Raw -2224459.858495 + Penalty 3220.108851 = -2221239.749645
  nChanged 279
		SP:Iteration 31Q (134930.550000 sec): 3 clusters
  Score: Raw -2224597.335233 + Penalty 3220.108851 = -2221377.226383
  nChanged 262
		SP:Iteration 32Q (134930.760000 sec): 3 clusters
  Score: Raw -2224728.200397 + Penalty 3220.108851 = -2221508.091546
  nChanged 252
		SP:Iteration 33Q (134931.010000 sec): 3 clusters
  Score: Raw -2224862.813162 + Penalty 3220.108851 = -2221642.704312
  nChanged 238
		SP:Iteration 34Q (134931.300000 sec): 3 clusters
  Score: Raw -2225002.099512 + Penalty 3220.108851 = -2221781.990662
  nChanged 224
		SP:Iteration 35Q (134931.520000 sec): 3 clusters
  Score: Raw -2225130.620002 + Penalty 3220.108851 = -2221910.511151
  nChanged 200
		SP:Iteration 36Q (134931.780000 sec): 3 clusters
  Score: Raw -2225238.892519 + Penalty 3220.108851 = -2222018.783668
  nChanged 170
		SP:Iteration 37Q (134932.030000 sec): 3 clusters
  Score: Raw -2225341.756638 + Penalty 3220.108851 = -2222121.647787
  nChanged 157
		SP:Iteration 38Q (134932.290000 sec): 3 clusters
  Score: Raw -2225441.594240 + Penalty 3220.108851 = -2222221.485390
  nChanged 132
		SP:Iteration 39Q (134932.550000 sec): 3 clusters
  Score: Raw -2225527.913857 + Penalty 3220.108851 = -2222307.805006
  nChanged 112
		SP:Iteration 40F (134932.810000 sec): 3 clusters
  Score: Raw -2225606.495898 + Penalty 3220.108851 = -2222386.387048
  nChanged 96
		SP:Iteration 41Q (134933.040000 sec): 3 clusters
  Score: Raw -2225674.570223 + Penalty 3220.108851 = -2222454.461372
  nChanged 88
		SP:Iteration 42Q (134933.290000 sec): 3 clusters
  Score: Raw -2225740.821371 + Penalty 3220.108851 = -2222520.712521
  nChanged 67
		SP:Iteration 43Q (134933.520000 sec): 3 clusters
  Score: Raw -2225785.865660 + Penalty 3220.108851 = -2222565.756809
  nChanged 54
		SP:Iteration 44Q (134933.830000 sec): 3 clusters
  Score: Raw -2225825.007159 + Penalty 3220.108851 = -2222604.898309
  nChanged 39
		SP:Iteration 45Q (134934.100000 sec): 3 clusters
  Score: Raw -2225854.816107 + Penalty 3220.108851 = -2222634.707257
  nChanged 33
		SP:Iteration 46Q (134934.340000 sec): 3 clusters
  Score: Raw -2225884.272692 + Penalty 3220.108851 = -2222664.163842
  nChanged 28
		SP:Iteration 47Q (134934.580000 sec): 3 clusters
  Score: Raw -2225910.553862 + Penalty 3220.108851 = -2222690.445011
  nChanged 20
		SP:Iteration 48Q (134934.840000 sec): 3 clusters
  Score: Raw -2225926.241708 + Penalty 3220.108851 = -2222706.132857
  nChanged 20
		SP:Iteration 49Q (134935.090000 sec): 3 clusters
  Score: Raw -2225939.707754 + Penalty 3220.108851 = -2222719.598904
  nChanged 10
		SP:Iteration 50Q (134935.370000 sec): 3 clusters
  Score: Raw -2225947.313523 + Penalty 3220.108851 = -2222727.204672
  nChanged 6
		SP:Iteration 51Q (134935.630000 sec): 3 clusters
  Score: Raw -2225952.777386 + Penalty 3220.108851 = -2222732.668536
  nChanged 4
		SP:Iteration 52Q (134935.870000 sec): 3 clusters
  Score: Raw -2225955.409506 + Penalty 3220.108851 = -2222735.300655
  nChanged 2
		SP:Iteration 53Q (134936.120000 sec): 3 clusters
  Score: Raw -2225956.721476 + Penalty 3220.108851 = -2222736.612626
  nChanged 6
		SP:Iteration 54Q (134936.400000 sec): 3 clusters
  Score: Raw -2225962.812830 + Penalty 3220.108851 = -2222742.703979
  nChanged 6
		SP:Iteration 55Q (134936.700000 sec): 3 clusters
  Score: Raw -2225970.474170 + Penalty 3220.108851 = -2222750.365319
  nChanged 5
		SP:Iteration 56Q (134936.980000 sec): 3 clusters
  Score: Raw -2225976.128299 + Penalty 3220.108851 = -2222756.019448
  nChanged 3
		SP:Iteration 57Q (134937.190000 sec): 3 clusters
  Score: Raw -2225980.402412 + Penalty 3220.108851 = -2222760.293562
  nChanged 4
		SP:Iteration 58Q (134937.440000 sec): 3 clusters
  Score: Raw -2225983.670220 + Penalty 3220.108851 = -2222763.561369
  nChanged 1
		SP:Iteration 59Q (134937.710000 sec): 3 clusters
  Score: Raw -2225984.583630 + Penalty 3220.108851 = -2222764.474780
  nChanged 0
		SP:Iteration 60F (134938.020000 sec): 3 clusters
  Score: Raw -2225984.583630 + Penalty 3220.108851 = -2222764.474780
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134938.140000 sec): 2 clusters
  Score: Raw -404032.249252 + Penalty 1355.362880 = -402676.886371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134938.280000 sec): 3 clusters
  Score: Raw -401925.498516 + Penalty 2710.725761 = -399214.772755
  nChanged 1703
		SP:Iteration 1F (134938.520000 sec): 3 clusters
  Score: Raw -403008.506394 + Penalty 2710.725761 = -400297.780633
  nChanged 342
		SP:Iteration 2F (134938.700000 sec): 3 clusters
  Score: Raw -403257.118682 + Penalty 2710.725761 = -400546.392921
  nChanged 274
		SP:Iteration 3F (134938.890000 sec): 3 clusters
  Score: Raw -403483.632375 + Penalty 2710.725761 = -400772.906614
  nChanged 247
		SP:Iteration 4F (134939.110000 sec): 3 clusters
  Score: Raw -403695.700713 + Penalty 2710.725761 = -400984.974953
  nChanged 225
		SP:Iteration 5F (134939.330000 sec): 3 clusters
  Score: Raw -403889.181164 + Penalty 2710.725761 = -401178.455404
  nChanged 197
		SP:Iteration 6Q (134939.530000 sec): 3 clusters
  Score: Raw -404061.740063 + Penalty 2710.725761 = -401351.014303
  nChanged 174
		SP:Iteration 7Q (134939.740000 sec): 3 clusters
  Score: Raw -404208.475724 + Penalty 2710.725761 = -401497.749964
  nChanged 152
		SP:Iteration 8Q (134939.980000 sec): 3 clusters
  Score: Raw -404323.010454 + Penalty 2710.725761 = -401612.284693
  nChanged 113
		SP:Iteration 9Q (134940.160000 sec): 3 clusters
  Score: Raw -404392.370843 + Penalty 2710.725761 = -401681.645083
  nChanged 94
		SP:Iteration 10Q (134940.380000 sec): 3 clusters
  Score: Raw -404441.353784 + Penalty 2710.725761 = -401730.628023
  nChanged 72
		SP:Iteration 11Q (134940.540000 sec): 3 clusters
  Score: Raw -404477.143432 + Penalty 2710.725761 = -401766.417671
  nChanged 69
		SP:Iteration 12Q (134940.700000 sec): 3 clusters
  Score: Raw -404512.149686 + Penalty 2710.725761 = -401801.423925
  nChanged 66
		SP:Iteration 13Q (134940.830000 sec): 3 clusters
  Score: Raw -404548.598429 + Penalty 2710.725761 = -401837.872668
  nChanged 60
		SP:Iteration 14Q (134941.030000 sec): 3 clusters
  Score: Raw -404596.158332 + Penalty 2710.725761 = -401885.432571
  nChanged 71
		SP:Iteration 15Q (134941.180000 sec): 3 clusters
  Score: Raw -404647.793880 + Penalty 2710.725761 = -401937.068119
  nChanged 68
		SP:Iteration 16Q (134941.350000 sec): 3 clusters
  Score: Raw -404690.515569 + Penalty 2710.725761 = -401979.789809
  nChanged 53
		SP:Iteration 17Q (134941.500000 sec): 3 clusters
  Score: Raw -404735.134576 + Penalty 2710.725761 = -402024.408815
  nChanged 58
		SP:Iteration 18Q (134941.620000 sec): 3 clusters
  Score: Raw -404778.140693 + Penalty 2710.725761 = -402067.414932
  nChanged 50
		SP:Iteration 19Q (134941.780000 sec): 3 clusters
  Score: Raw -404812.389482 + Penalty 2710.725761 = -402101.663721
  nChanged 46
		SP:Iteration 20F (134941.950000 sec): 3 clusters
  Score: Raw -404839.377031 + Penalty 2710.725761 = -402128.651270
  nChanged 38
		SP:Iteration 21Q (134942.160000 sec): 3 clusters
  Score: Raw -404861.013038 + Penalty 2710.725761 = -402150.287278
  nChanged 29
		SP:Iteration 22Q (134942.320000 sec): 3 clusters
  Score: Raw -404872.745441 + Penalty 2710.725761 = -402162.019681
  nChanged 18
		SP:Iteration 23Q (134942.490000 sec): 3 clusters
  Score: Raw -404879.009095 + Penalty 2710.725761 = -402168.283335
  nChanged 14
		SP:Iteration 24Q (134942.680000 sec): 3 clusters
  Score: Raw -404884.260543 + Penalty 2710.725761 = -402173.534783
  nChanged 12
		SP:Iteration 25Q (134942.840000 sec): 3 clusters
  Score: Raw -404888.739355 + Penalty 2710.725761 = -402178.013595
  nChanged 13
		SP:Iteration 26Q (134943.030000 sec): 3 clusters
  Score: Raw -404894.019428 + Penalty 2710.725761 = -402183.293668
  nChanged 5
		SP:Iteration 27Q (134943.210000 sec): 3 clusters
  Score: Raw -404895.612056 + Penalty 2710.725761 = -402184.886295
  nChanged 3
		SP:Iteration 28Q (134943.400000 sec): 3 clusters
  Score: Raw -404896.719919 + Penalty 2710.725761 = -402185.994158
  nChanged 0
		SP:Iteration 29F (134943.560000 sec): 3 clusters
  Score: Raw -404896.719919 + Penalty 2710.725761 = -402185.994158
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134943.730000 sec): 2 clusters
  Score: Raw -1201308.454655 + Penalty 1516.569434 = -1199791.885221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134943.960000 sec): 3 clusters
  Score: Raw -1194879.357570 + Penalty 3033.138869 = -1191846.218701
  nChanged 4892
		SP:Iteration 1F (134944.170000 sec): 3 clusters
  Score: Raw -1197626.456107 + Penalty 3033.138869 = -1194593.317238
  nChanged 673
		SP:Iteration 2F (134944.410000 sec): 3 clusters
  Score: Raw -1197917.490686 + Penalty 3033.138869 = -1194884.351817
  nChanged 557
		SP:Iteration 3Q (134944.650000 sec): 3 clusters
  Score: Raw -1198153.819637 + Penalty 3033.138869 = -1195120.680769
  nChanged 497
		SP:Iteration 4Q (134944.840000 sec): 3 clusters
  Score: Raw -1198339.513711 + Penalty 3033.138869 = -1195306.374842
  nChanged 430
		SP:Iteration 5Q (134945.080000 sec): 3 clusters
  Score: Raw -1198497.941671 + Penalty 3033.138869 = -1195464.802802
  nChanged 397
		SP:Iteration 6Q (134945.380000 sec): 3 clusters
  Score: Raw -1198676.408829 + Penalty 3033.138869 = -1195643.269960
  nChanged 444
		SP:Iteration 7Q (134945.620000 sec): 3 clusters
  Score: Raw -1198911.016567 + Penalty 3033.138869 = -1195877.877698
  nChanged 499
		SP:Iteration 8Q (134945.870000 sec): 3 clusters
  Score: Raw -1199257.903492 + Penalty 3033.138869 = -1196224.764623
  nChanged 588
		SP:Iteration 9F (134946.070000 sec): 3 clusters
  Score: Raw -1199704.068674 + Penalty 3033.138869 = -1196670.929806
  nChanged 565
		SP:Iteration 10Q (134946.370000 sec): 3 clusters
  Score: Raw -1200180.972929 + Penalty 3033.138869 = -1197147.834060
  nChanged 526
		SP:Iteration 11Q (134946.580000 sec): 3 clusters
  Score: Raw -1200630.078240 + Penalty 3033.138869 = -1197596.939371
  nChanged 412
		SP:Iteration 12Q (134946.850000 sec): 3 clusters
  Score: Raw -1200939.412878 + Penalty 3033.138869 = -1197906.274009
  nChanged 367
		SP:Iteration 13Q (134947.040000 sec): 3 clusters
  Score: Raw -1201187.841843 + Penalty 3033.138869 = -1198154.702975
  nChanged 323
		SP:Iteration 14Q (134947.290000 sec): 3 clusters
  Score: Raw -1201378.087159 + Penalty 3033.138869 = -1198344.948290
  nChanged 241
		SP:Iteration 15Q (134947.580000 sec): 3 clusters
  Score: Raw -1201538.409593 + Penalty 3033.138869 = -1198505.270725
  nChanged 212
		SP:Iteration 16Q (134947.820000 sec): 3 clusters
  Score: Raw -1201666.690839 + Penalty 3033.138869 = -1198633.551970
  nChanged 200
		SP:Iteration 17Q (134948.080000 sec): 3 clusters
  Score: Raw -1201785.019898 + Penalty 3033.138869 = -1198751.881029
  nChanged 206
		SP:Iteration 18Q (134948.320000 sec): 3 clusters
  Score: Raw -1201907.850913 + Penalty 3033.138869 = -1198874.712044
  nChanged 201
		SP:Iteration 19Q (134948.600000 sec): 3 clusters
  Score: Raw -1202030.085843 + Penalty 3033.138869 = -1198996.946975
  nChanged 199
		SP:Iteration 20F (134948.810000 sec): 3 clusters
  Score: Raw -1202140.173216 + Penalty 3033.138869 = -1199107.034348
  nChanged 166
		SP:Iteration 21Q (134949.030000 sec): 3 clusters
  Score: Raw -1202210.066448 + Penalty 3033.138869 = -1199176.927579
  nChanged 115
		SP:Iteration 22Q (134949.280000 sec): 3 clusters
  Score: Raw -1202247.625226 + Penalty 3033.138869 = -1199214.486357
  nChanged 95
		SP:Iteration 23Q (134949.500000 sec): 3 clusters
  Score: Raw -1202274.022380 + Penalty 3033.138869 = -1199240.883511
  nChanged 68
		SP:Iteration 24Q (134949.730000 sec): 3 clusters
  Score: Raw -1202288.622575 + Penalty 3033.138869 = -1199255.483707
  nChanged 47
		SP:Iteration 25Q (134949.930000 sec): 3 clusters
  Score: Raw -1202296.328299 + Penalty 3033.138869 = -1199263.189431
  nChanged 37
		SP:Iteration 26Q (134950.150000 sec): 3 clusters
  Score: Raw -1202302.647093 + Penalty 3033.138869 = -1199269.508225
  nChanged 30
		SP:Iteration 27Q (134950.380000 sec): 3 clusters
  Score: Raw -1202308.148507 + Penalty 3033.138869 = -1199275.009638
  nChanged 29
		SP:Iteration 28Q (134950.570000 sec): 3 clusters
  Score: Raw -1202313.042913 + Penalty 3033.138869 = -1199279.904045
  nChanged 24
		SP:Iteration 29Q (134950.820000 sec): 3 clusters
  Score: Raw -1202316.360817 + Penalty 3033.138869 = -1199283.221949
  nChanged 19
		SP:Iteration 30Q (134951.070000 sec): 3 clusters
  Score: Raw -1202318.314714 + Penalty 3033.138869 = -1199285.175846
  nChanged 12
		SP:Iteration 31Q (134951.300000 sec): 3 clusters
  Score: Raw -1202319.393960 + Penalty 3033.138869 = -1199286.255091
  nChanged 7
		SP:Iteration 32Q (134951.550000 sec): 3 clusters
  Score: Raw -1202319.974102 + Penalty 3033.138869 = -1199286.835233
  nChanged 5
		SP:Iteration 33Q (134951.730000 sec): 3 clusters
  Score: Raw -1202320.476809 + Penalty 3033.138869 = -1199287.337940
  nChanged 8
		SP:Iteration 34Q (134951.960000 sec): 3 clusters
  Score: Raw -1202321.445247 + Penalty 3033.138869 = -1199288.306379
  nChanged 7
		SP:Iteration 35Q (134952.230000 sec): 3 clusters
  Score: Raw -1202322.274996 + Penalty 3033.138869 = -1199289.136128
  nChanged 7
		SP:Iteration 36Q (134952.420000 sec): 3 clusters
  Score: Raw -1202322.718922 + Penalty 3033.138869 = -1199289.580053
  nChanged 1
		SP:Iteration 37Q (134952.610000 sec): 3 clusters
  Score: Raw -1202322.779058 + Penalty 3033.138869 = -1199289.640190
  nChanged 1
		SP:Iteration 38Q (134952.870000 sec): 3 clusters
  Score: Raw -1202322.829321 + Penalty 3033.138869 = -1199289.690452
  nChanged 2
		SP:Iteration 39Q (134953.090000 sec): 3 clusters
  Score: Raw -1202323.044166 + Penalty 3033.138869 = -1199289.905298
  nChanged 1
		SP:Iteration 40F (134953.320000 sec): 3 clusters
  Score: Raw -1202323.194224 + Penalty 3033.138869 = -1199290.055355
  nChanged 3
		SP:Iteration 41Q (134953.560000 sec): 3 clusters
  Score: Raw -1202323.472417 + Penalty 3033.138869 = -1199290.333548
  nChanged 4
		SP:Iteration 42Q (134953.800000 sec): 3 clusters
  Score: Raw -1202323.798881 + Penalty 3033.138869 = -1199290.660012
  nChanged 4
		SP:Iteration 43Q (134954.010000 sec): 3 clusters
  Score: Raw -1202324.325848 + Penalty 3033.138869 = -1199291.186979
  nChanged 4
		SP:Iteration 44Q (134954.250000 sec): 3 clusters
  Score: Raw -1202324.712331 + Penalty 3033.138869 = -1199291.573462
  nChanged 0
		SP:Iteration 45F (134954.530000 sec): 3 clusters
  Score: Raw -1202324.712331 + Penalty 3033.138869 = -1199291.573462
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134954.610000 sec): 2 clusters
  Score: Raw -490275.866189 + Penalty 1364.924462 = -488910.941728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134954.830000 sec): 3 clusters
  Score: Raw -487933.217223 + Penalty 2729.848923 = -485203.368300
  nChanged 1806
		SP:Iteration 1F (134955.030000 sec): 3 clusters
  Score: Raw -488955.109007 + Penalty 2729.848923 = -486225.260084
  nChanged 290
		SP:Iteration 2F (134955.210000 sec): 3 clusters
  Score: Raw -489084.287155 + Penalty 2729.848923 = -486354.438232
  nChanged 196
		SP:Iteration 3Q (134955.450000 sec): 3 clusters
  Score: Raw -489178.436044 + Penalty 2729.848923 = -486448.587121
  nChanged 180
		SP:Iteration 4Q (134955.640000 sec): 3 clusters
  Score: Raw -489274.260359 + Penalty 2729.848923 = -486544.411436
  nChanged 164
		SP:Iteration 5Q (134955.860000 sec): 3 clusters
  Score: Raw -489352.733707 + Penalty 2729.848923 = -486622.884784
  nChanged 139
		SP:Iteration 6Q (134956.050000 sec): 3 clusters
  Score: Raw -489416.372288 + Penalty 2729.848923 = -486686.523365
  nChanged 128
		SP:Iteration 7Q (134956.270000 sec): 3 clusters
  Score: Raw -489471.918373 + Penalty 2729.848923 = -486742.069449
  nChanged 119
		SP:Iteration 8Q (134956.450000 sec): 3 clusters
  Score: Raw -489533.242950 + Penalty 2729.848923 = -486803.394027
  nChanged 135
		SP:Iteration 9Q (134956.610000 sec): 3 clusters
  Score: Raw -489600.297681 + Penalty 2729.848923 = -486870.448758
  nChanged 135
		SP:Iteration 10Q (134956.790000 sec): 3 clusters
  Score: Raw -489675.591483 + Penalty 2729.848923 = -486945.742560
  nChanged 123
		SP:Iteration 11Q (134956.980000 sec): 3 clusters
  Score: Raw -489742.210273 + Penalty 2729.848923 = -487012.361349
  nChanged 139
		SP:Iteration 12Q (134957.210000 sec): 3 clusters
  Score: Raw -489823.091521 + Penalty 2729.848923 = -487093.242598
  nChanged 129
		SP:Iteration 13Q (134957.390000 sec): 3 clusters
  Score: Raw -489914.382173 + Penalty 2729.848923 = -487184.533250
  nChanged 119
		SP:Iteration 14Q (134957.590000 sec): 3 clusters
  Score: Raw -489995.126336 + Penalty 2729.848923 = -487265.277413
  nChanged 111
		SP:Iteration 15Q (134957.810000 sec): 3 clusters
  Score: Raw -490068.597265 + Penalty 2729.848923 = -487338.748342
  nChanged 101
		SP:Iteration 16Q (134958.010000 sec): 3 clusters
  Score: Raw -490144.135784 + Penalty 2729.848923 = -487414.286860
  nChanged 83
		SP:Iteration 17Q (134958.210000 sec): 3 clusters
  Score: Raw -490201.731841 + Penalty 2729.848923 = -487471.882918
  nChanged 53
		SP:Iteration 18Q (134958.390000 sec): 3 clusters
  Score: Raw -490237.801114 + Penalty 2729.848923 = -487507.952191
  nChanged 50
		SP:Iteration 19Q (134958.650000 sec): 3 clusters
  Score: Raw -490276.241024 + Penalty 2729.848923 = -487546.392101
  nChanged 54
		SP:Iteration 20F (134958.840000 sec): 3 clusters
  Score: Raw -490320.860124 + Penalty 2729.848923 = -487591.011201
  nChanged 38
		SP:Iteration 21Q (134959.070000 sec): 3 clusters
  Score: Raw -490364.373420 + Penalty 2729.848923 = -487634.524497
  nChanged 27
		SP:Iteration 22Q (134959.250000 sec): 3 clusters
  Score: Raw -490387.621300 + Penalty 2729.848923 = -487657.772377
  nChanged 18
		SP:Iteration 23Q (134959.430000 sec): 3 clusters
  Score: Raw -490404.152665 + Penalty 2729.848923 = -487674.303742
  nChanged 18
		SP:Iteration 24Q (134959.610000 sec): 3 clusters
  Score: Raw -490422.313423 + Penalty 2729.848923 = -487692.464499
  nChanged 12
		SP:Iteration 25Q (134959.830000 sec): 3 clusters
  Score: Raw -490431.839659 + Penalty 2729.848923 = -487701.990736
  nChanged 9
		SP:Iteration 26Q (134960.010000 sec): 3 clusters
  Score: Raw -490439.464430 + Penalty 2729.848923 = -487709.615507
  nChanged 7
		SP:Iteration 27Q (134960.170000 sec): 3 clusters
  Score: Raw -490445.093923 + Penalty 2729.848923 = -487715.245000
  nChanged 3
		SP:Iteration 28Q (134960.380000 sec): 3 clusters
  Score: Raw -490447.260994 + Penalty 2729.848923 = -487717.412071
  nChanged 2
		SP:Iteration 29Q (134960.610000 sec): 3 clusters
  Score: Raw -490449.384183 + Penalty 2729.848923 = -487719.535260
  nChanged 3
		SP:Iteration 30Q (134960.790000 sec): 3 clusters
  Score: Raw -490452.039755 + Penalty 2729.848923 = -487722.190832
  nChanged 7
		SP:Iteration 31Q (134960.970000 sec): 3 clusters
  Score: Raw -490457.886468 + Penalty 2729.848923 = -487728.037545
  nChanged 3
		SP:Iteration 32Q (134961.150000 sec): 3 clusters
  Score: Raw -490459.859440 + Penalty 2729.848923 = -487730.010517
  nChanged 0
		SP:Iteration 33F (134961.350000 sec): 3 clusters
  Score: Raw -490459.859440 + Penalty 2729.848923 = -487730.010517
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134961.500000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134961.710000 sec): 3 clusters
  Score: Raw -428529.145265 + Penalty 2689.248883 = -425839.896383
  nChanged 1533
		SP:Iteration 1F (134961.900000 sec): 3 clusters
  Score: Raw -429334.247265 + Penalty 2689.248883 = -426644.998383
  nChanged 241
		SP:Iteration 2F (134962.090000 sec): 3 clusters
  Score: Raw -429442.549592 + Penalty 2689.248883 = -426753.300710
  nChanged 146
		SP:Iteration 3Q (134962.300000 sec): 3 clusters
  Score: Raw -429504.298266 + Penalty 2689.248883 = -426815.049383
  nChanged 115
		SP:Iteration 4Q (134962.540000 sec): 3 clusters
  Score: Raw -429563.578745 + Penalty 2689.248883 = -426874.329862
  nChanged 127
		SP:Iteration 5Q (134962.710000 sec): 3 clusters
  Score: Raw -429617.364375 + Penalty 2689.248883 = -426928.115493
  nChanged 95
		SP:Iteration 6Q (134962.970000 sec): 3 clusters
  Score: Raw -429657.851919 + Penalty 2689.248883 = -426968.603036
  nChanged 68
		SP:Iteration 7Q (134963.150000 sec): 3 clusters
  Score: Raw -429682.635054 + Penalty 2689.248883 = -426993.386171
  nChanged 71
		SP:Iteration 8Q (134963.380000 sec): 3 clusters
  Score: Raw -429710.403379 + Penalty 2689.248883 = -427021.154496
  nChanged 73
		SP:Iteration 9Q (134963.600000 sec): 3 clusters
  Score: Raw -429736.338120 + Penalty 2689.248883 = -427047.089238
  nChanged 72
		SP:Iteration 10Q (134963.800000 sec): 3 clusters
  Score: Raw -429766.291589 + Penalty 2689.248883 = -427077.042706
  nChanged 72
		SP:Iteration 11Q (134964.030000 sec): 3 clusters
  Score: Raw -429799.184214 + Penalty 2689.248883 = -427109.935331
  nChanged 63
		SP:Iteration 12Q (134964.210000 sec): 3 clusters
  Score: Raw -429826.579735 + Penalty 2689.248883 = -427137.330852
  nChanged 74
		SP:Iteration 13Q (134964.440000 sec): 3 clusters
  Score: Raw -429857.476289 + Penalty 2689.248883 = -427168.227407
  nChanged 66
		SP:Iteration 14Q (134964.640000 sec): 3 clusters
  Score: Raw -429886.756203 + Penalty 2689.248883 = -427197.507321
  nChanged 59
		SP:Iteration 15Q (134964.830000 sec): 3 clusters
  Score: Raw -429918.428674 + Penalty 2689.248883 = -427229.179792
  nChanged 73
		SP:Iteration 16Q (134965.030000 sec): 3 clusters
  Score: Raw -429958.454888 + Penalty 2689.248883 = -427269.206005
  nChanged 49
		SP:Iteration 17Q (134965.240000 sec): 3 clusters
  Score: Raw -429983.242444 + Penalty 2689.248883 = -427293.993562
  nChanged 56
		SP:Iteration 18Q (134965.460000 sec): 3 clusters
  Score: Raw -430012.077185 + Penalty 2689.248883 = -427322.828303
  nChanged 64
		SP:Iteration 19Q (134965.620000 sec): 3 clusters
  Score: Raw -430048.497240 + Penalty 2689.248883 = -427359.248358
  nChanged 63
		SP:Iteration 20F (134965.800000 sec): 3 clusters
  Score: Raw -430082.514420 + Penalty 2689.248883 = -427393.265537
  nChanged 74
		SP:Iteration 21Q (134966.000000 sec): 3 clusters
  Score: Raw -430121.373349 + Penalty 2689.248883 = -427432.124466
  nChanged 72
		SP:Iteration 22Q (134966.180000 sec): 3 clusters
  Score: Raw -430164.972416 + Penalty 2689.248883 = -427475.723533
  nChanged 77
		SP:Iteration 23Q (134966.380000 sec): 3 clusters
  Score: Raw -430213.439997 + Penalty 2689.248883 = -427524.191114
  nChanged 83
		SP:Iteration 24Q (134966.610000 sec): 3 clusters
  Score: Raw -430270.742973 + Penalty 2689.248883 = -427581.494091
  nChanged 83
		SP:Iteration 25Q (134966.820000 sec): 3 clusters
  Score: Raw -430333.176987 + Penalty 2689.248883 = -427643.928104
  nChanged 72
		SP:Iteration 26Q (134967.020000 sec): 3 clusters
  Score: Raw -430397.923469 + Penalty 2689.248883 = -427708.674586
  nChanged 61
		SP:Iteration 27Q (134967.270000 sec): 3 clusters
  Score: Raw -430448.952014 + Penalty 2689.248883 = -427759.703131
  nChanged 41
		SP:Iteration 28Q (134967.440000 sec): 3 clusters
  Score: Raw -430477.628225 + Penalty 2689.248883 = -427788.379342
  nChanged 36
		SP:Iteration 29Q (134967.650000 sec): 3 clusters
  Score: Raw -430500.121068 + Penalty 2689.248883 = -427810.872186
  nChanged 28
		SP:Iteration 30Q (134967.870000 sec): 3 clusters
  Score: Raw -430525.268765 + Penalty 2689.248883 = -427836.019882
  nChanged 25
		SP:Iteration 31Q (134968.040000 sec): 3 clusters
  Score: Raw -430550.320456 + Penalty 2689.248883 = -427861.071573
  nChanged 26
		SP:Iteration 32Q (134968.290000 sec): 3 clusters
  Score: Raw -430575.158558 + Penalty 2689.248883 = -427885.909675
  nChanged 16
		SP:Iteration 33Q (134968.480000 sec): 3 clusters
  Score: Raw -430586.305937 + Penalty 2689.248883 = -427897.057054
  nChanged 9
		SP:Iteration 34Q (134968.650000 sec): 3 clusters
  Score: Raw -430592.473195 + Penalty 2689.248883 = -427903.224313
  nChanged 8
		SP:Iteration 35Q (134968.880000 sec): 3 clusters
  Score: Raw -430598.444786 + Penalty 2689.248883 = -427909.195904
  nChanged 5
		SP:Iteration 36Q (134969.080000 sec): 3 clusters
  Score: Raw -430602.062157 + Penalty 2689.248883 = -427912.813275
  nChanged 7
		SP:Iteration 37Q (134969.220000 sec): 3 clusters
  Score: Raw -430607.050986 + Penalty 2689.248883 = -427917.802104
  nChanged 3
		SP:Iteration 38Q (134969.420000 sec): 3 clusters
  Score: Raw -430610.324214 + Penalty 2689.248883 = -427921.075332
  nChanged 6
		SP:Iteration 39Q (134969.620000 sec): 3 clusters
  Score: Raw -430614.231968 + Penalty 2689.248883 = -427924.983085
  nChanged 4
		SP:Iteration 40F (134969.810000 sec): 3 clusters
  Score: Raw -430616.273568 + Penalty 2689.248883 = -427927.024686
  nChanged 5
		SP:Iteration 41Q (134969.980000 sec): 3 clusters
  Score: Raw -430619.511353 + Penalty 2689.248883 = -427930.262471
  nChanged 3
		SP:Iteration 42Q (134970.170000 sec): 3 clusters
  Score: Raw -430624.055078 + Penalty 2689.248883 = -427934.806196
  nChanged 5
		SP:Iteration 43Q (134970.370000 sec): 3 clusters
  Score: Raw -430628.306521 + Penalty 2689.248883 = -427939.057639
  nChanged 2
		SP:Iteration 44Q (134970.600000 sec): 3 clusters
  Score: Raw -430629.777943 + Penalty 2689.248883 = -427940.529061
  nChanged 5
		SP:Iteration 45Q (134970.770000 sec): 3 clusters
  Score: Raw -430632.621823 + Penalty 2689.248883 = -427943.372940
  nChanged 0
		SP:Iteration 46F (134971.000000 sec): 3 clusters
  Score: Raw -430632.621823 + Penalty 2689.248883 = -427943.372940
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (134971.260000 sec): 2 clusters
  Score: Raw -3939176.323276 + Penalty 1717.363305 = -3937458.959972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (134971.580000 sec): 3 clusters
  Score: Raw -3914813.677415 + Penalty 3434.726609 = -3911378.950806
  nChanged 18116
		SP:Iteration 1F (134971.980000 sec): 3 clusters
  Score: Raw -3924832.557417 + Penalty 3434.726609 = -3921397.830807
  nChanged 1794
		SP:Iteration 2Q (134972.360000 sec): 3 clusters
  Score: Raw -3925444.981542 + Penalty 3434.726609 = -3922010.254932
  nChanged 1745
		SP:Iteration 3Q (134972.710000 sec): 3 clusters
  Score: Raw -3926095.185968 + Penalty 3434.726609 = -3922660.459358
  nChanged 1776
		SP:Iteration 4Q (134973.070000 sec): 3 clusters
  Score: Raw -3926828.623399 + Penalty 3434.726609 = -3923393.896790
  nChanged 1856
		SP:Iteration 5Q (134973.450000 sec): 3 clusters
  Score: Raw -3927698.834323 + Penalty 3434.726609 = -3924264.107714
  nChanged 2073
		SP:Iteration 6F (134973.780000 sec): 3 clusters
  Score: Raw -3928809.419428 + Penalty 3434.726609 = -3925374.692819
  nChanged 2206
		SP:Iteration 7F (134974.130000 sec): 3 clusters
  Score: Raw -3930068.411090 + Penalty 3434.726609 = -3926633.684481
  nChanged 2225
		SP:Iteration 8F (134974.510000 sec): 3 clusters
  Score: Raw -3931286.988043 + Penalty 3434.726609 = -3927852.261434
  nChanged 2046
		SP:Iteration 9F (134974.850000 sec): 3 clusters
  Score: Raw -3932275.683007 + Penalty 3434.726609 = -3928840.956398
  nChanged 1783
		SP:Iteration 10Q (134975.270000 sec): 3 clusters
  Score: Raw -3933074.329688 + Penalty 3434.726609 = -3929639.603079
  nChanged 1629
		SP:Iteration 11Q (134975.660000 sec): 3 clusters
  Score: Raw -3933818.076148 + Penalty 3434.726609 = -3930383.349538
  nChanged 1444
		SP:Iteration 12Q (134976.080000 sec): 3 clusters
  Score: Raw -3934487.693639 + Penalty 3434.726609 = -3931052.967030
  nChanged 1328
		SP:Iteration 13Q (134976.430000 sec): 3 clusters
  Score: Raw -3935113.566055 + Penalty 3434.726609 = -3931678.839446
  nChanged 1092
		SP:Iteration 14Q (134976.790000 sec): 3 clusters
  Score: Raw -3935560.195336 + Penalty 3434.726609 = -3932125.468726
  nChanged 894
		SP:Iteration 15Q (134977.140000 sec): 3 clusters
  Score: Raw -3935848.641032 + Penalty 3434.726609 = -3932413.914423
  nChanged 741
		SP:Iteration 16Q (134977.530000 sec): 3 clusters
  Score: Raw -3936031.278705 + Penalty 3434.726609 = -3932596.552095
  nChanged 596
		SP:Iteration 17Q (134977.890000 sec): 3 clusters
  Score: Raw -3936167.819147 + Penalty 3434.726609 = -3932733.092537
  nChanged 534
		SP:Iteration 18Q (134978.300000 sec): 3 clusters
  Score: Raw -3936280.056604 + Penalty 3434.726609 = -3932845.329994
  nChanged 487
		SP:Iteration 19Q (134978.640000 sec): 3 clusters
  Score: Raw -3936375.290816 + Penalty 3434.726609 = -3932940.564206
  nChanged 461
		SP:Iteration 20F (134979.000000 sec): 3 clusters
  Score: Raw -3936462.249678 + Penalty 3434.726609 = -3933027.523069
  nChanged 466
		SP:Iteration 21Q (134979.370000 sec): 3 clusters
  Score: Raw -3936548.825624 + Penalty 3434.726609 = -3933114.099015
  nChanged 510
		SP:Iteration 22Q (134979.720000 sec): 3 clusters
  Score: Raw -3936644.709691 + Penalty 3434.726609 = -3933209.983082
  nChanged 533
		SP:Iteration 23Q (134980.110000 sec): 3 clusters
  Score: Raw -3936759.714745 + Penalty 3434.726609 = -3933324.988136
  nChanged 560
		SP:Iteration 24Q (134980.470000 sec): 3 clusters
  Score: Raw -3936889.239314 + Penalty 3434.726609 = -3933454.512705
  nChanged 596
		SP:Iteration 25Q (134980.860000 sec): 3 clusters
  Score: Raw -3937033.804114 + Penalty 3434.726609 = -3933599.077505
  nChanged 619
		SP:Iteration 26Q (134981.260000 sec): 3 clusters
  Score: Raw -3937190.727618 + Penalty 3434.726609 = -3933756.001008
  nChanged 617
		SP:Iteration 27Q (134981.610000 sec): 3 clusters
  Score: Raw -3937348.476116 + Penalty 3434.726609 = -3933913.749507
  nChanged 607
		SP:Iteration 28Q (134982.020000 sec): 3 clusters
  Score: Raw -3937504.560975 + Penalty 3434.726609 = -3934069.834366
  nChanged 667
		SP:Iteration 29Q (134982.380000 sec): 3 clusters
  Score: Raw -3937694.797055 + Penalty 3434.726609 = -3934260.070445
  nChanged 682
		SP:Iteration 30Q (134982.730000 sec): 3 clusters
  Score: Raw -3937891.387574 + Penalty 3434.726609 = -3934456.660964
  nChanged 654
		SP:Iteration 31Q (134983.090000 sec): 3 clusters
  Score: Raw -3938079.090551 + Penalty 3434.726609 = -3934644.363941
  nChanged 610
		SP:Iteration 32Q (134983.460000 sec): 3 clusters
  Score: Raw -3938258.797572 + Penalty 3434.726609 = -3934824.070963
  nChanged 611
		SP:Iteration 33Q (134983.770000 sec): 3 clusters
  Score: Raw -3938431.379472 + Penalty 3434.726609 = -3934996.652863
  nChanged 496
		SP:Iteration 34Q (134984.160000 sec): 3 clusters
  Score: Raw -3938559.564048 + Penalty 3434.726609 = -3935124.837439
  nChanged 450
		SP:Iteration 35Q (134984.500000 sec): 3 clusters
  Score: Raw -3938686.346285 + Penalty 3434.726609 = -3935251.619675
  nChanged 430
		SP:Iteration 36Q (134984.940000 sec): 3 clusters
  Score: Raw -3938810.969629 + Penalty 3434.726609 = -3935376.243020
  nChanged 390
		SP:Iteration 37Q (134985.300000 sec): 3 clusters
  Score: Raw -3938918.778844 + Penalty 3434.726609 = -3935484.052234
  nChanged 359
		SP:Iteration 38Q (134985.660000 sec): 3 clusters
  Score: Raw -3939021.508413 + Penalty 3434.726609 = -3935586.781804
  nChanged 318
		SP:Iteration 39Q (134986.010000 sec): 3 clusters
  Score: Raw -3939110.848163 + Penalty 3434.726609 = -3935676.121553
  nChanged 266
		SP:Iteration 40F (134986.410000 sec): 3 clusters
  Score: Raw -3939182.524949 + Penalty 3434.726609 = -3935747.798340
  nChanged 241
		SP:Iteration 41Q (134986.750000 sec): 3 clusters
  Score: Raw -3939244.295959 + Penalty 3434.726609 = -3935809.569350
  nChanged 202
		SP:Iteration 42Q (134987.150000 sec): 3 clusters
  Score: Raw -3939288.557106 + Penalty 3434.726609 = -3935853.830497
  nChanged 167
		SP:Iteration 43Q (134987.490000 sec): 3 clusters
  Score: Raw -3939322.681902 + Penalty 3434.726609 = -3935887.955292
  nChanged 138
		SP:Iteration 44Q (134987.820000 sec): 3 clusters
  Score: Raw -3939356.651565 + Penalty 3434.726609 = -3935921.924956
  nChanged 150
		SP:Iteration 45Q (134988.150000 sec): 3 clusters
  Score: Raw -3939392.775264 + Penalty 3434.726609 = -3935958.048654
  nChanged 122
		SP:Iteration 46Q (134988.460000 sec): 3 clusters
  Score: Raw -3939418.862376 + Penalty 3434.726609 = -3935984.135766
  nChanged 102
		SP:Iteration 47Q (134988.800000 sec): 3 clusters
  Score: Raw -3939441.988180 + Penalty 3434.726609 = -3936007.261571
  nChanged 99
		SP:Iteration 48Q (134989.150000 sec): 3 clusters
  Score: Raw -3939465.701800 + Penalty 3434.726609 = -3936030.975191
  nChanged 101
		SP:Iteration 49Q (134989.450000 sec): 3 clusters
  Score: Raw -3939488.534565 + Penalty 3434.726609 = -3936053.807955
  nChanged 74
		SP:Iteration 50Q (134989.870000 sec): 3 clusters
  Score: Raw -3939504.164152 + Penalty 3434.726609 = -3936069.437542
  nChanged 61
		SP:Iteration 51Q (134990.190000 sec): 3 clusters
  Score: Raw -3939517.821759 + Penalty 3434.726609 = -3936083.095149
  nChanged 61
		SP:Iteration 52Q (134990.530000 sec): 3 clusters
  Score: Raw -3939530.434715 + Penalty 3434.726609 = -3936095.708106
  nChanged 62
		SP:Iteration 53Q (134990.880000 sec): 3 clusters
  Score: Raw -3939542.949348 + Penalty 3434.726609 = -3936108.222739
  nChanged 44
		SP:Iteration 54Q (134991.250000 sec): 3 clusters
  Score: Raw -3939552.861557 + Penalty 3434.726609 = -3936118.134948
  nChanged 41
		SP:Iteration 55Q (134991.570000 sec): 3 clusters
  Score: Raw -3939560.852788 + Penalty 3434.726609 = -3936126.126179
  nChanged 37
		SP:Iteration 56Q (134991.840000 sec): 3 clusters
  Score: Raw -3939566.730581 + Penalty 3434.726609 = -3936132.003971
  nChanged 28
		SP:Iteration 57Q (134992.180000 sec): 3 clusters
  Score: Raw -3939571.977702 + Penalty 3434.726609 = -3936137.251093
  nChanged 20
		SP:Iteration 58Q (134992.560000 sec): 3 clusters
  Score: Raw -3939575.840318 + Penalty 3434.726609 = -3936141.113709
  nChanged 25
		SP:Iteration 59Q (134992.950000 sec): 3 clusters
  Score: Raw -3939581.802059 + Penalty 3434.726609 = -3936147.075450
  nChanged 42
		SP:Iteration 60F (134993.330000 sec): 3 clusters
  Score: Raw -3939590.129509 + Penalty 3434.726609 = -3936155.402900
  nChanged 41
		SP:Iteration 61Q (134993.600000 sec): 3 clusters
  Score: Raw -3939597.545271 + Penalty 3434.726609 = -3936162.818662
  nChanged 26
		SP:Iteration 62Q (134993.960000 sec): 3 clusters
  Score: Raw -3939602.038094 + Penalty 3434.726609 = -3936167.311484
  nChanged 19
		SP:Iteration 63Q (134994.240000 sec): 3 clusters
  Score: Raw -3939605.573357 + Penalty 3434.726609 = -3936170.846747
  nChanged 17
		SP:Iteration 64Q (134994.590000 sec): 3 clusters
  Score: Raw -3939609.084506 + Penalty 3434.726609 = -3936174.357896
  nChanged 20
		SP:Iteration 65Q (134994.970000 sec): 3 clusters
  Score: Raw -3939612.955402 + Penalty 3434.726609 = -3936178.228793
  nChanged 22
		SP:Iteration 66Q (134995.350000 sec): 3 clusters
  Score: Raw -3939616.926957 + Penalty 3434.726609 = -3936182.200347
  nChanged 19
		SP:Iteration 67Q (134995.660000 sec): 3 clusters
  Score: Raw -3939620.564627 + Penalty 3434.726609 = -3936185.838018
  nChanged 22
		SP:Iteration 68Q (134996.040000 sec): 3 clusters
  Score: Raw -3939624.922574 + Penalty 3434.726609 = -3936190.195965
  nChanged 28
		SP:Iteration 69Q (134996.460000 sec): 3 clusters
  Score: Raw -3939629.349404 + Penalty 3434.726609 = -3936194.622794
  nChanged 19
		SP:Iteration 70Q (134996.760000 sec): 3 clusters
  Score: Raw -3939632.502369 + Penalty 3434.726609 = -3936197.775760
  nChanged 20
		SP:Iteration 71Q (134997.140000 sec): 3 clusters
  Score: Raw -3939636.952736 + Penalty 3434.726609 = -3936202.226126
  nChanged 17
		SP:Iteration 72Q (134997.460000 sec): 3 clusters
  Score: Raw -3939641.816205 + Penalty 3434.726609 = -3936207.089595
  nChanged 18
		SP:Iteration 73Q (134997.800000 sec): 3 clusters
  Score: Raw -3939645.736217 + Penalty 3434.726609 = -3936211.009608
  nChanged 16
		SP:Iteration 74Q (134998.200000 sec): 3 clusters
  Score: Raw -3939648.267516 + Penalty 3434.726609 = -3936213.540907
  nChanged 9
		SP:Iteration 75Q (134998.600000 sec): 3 clusters
  Score: Raw -3939649.440082 + Penalty 3434.726609 = -3936214.713472
  nChanged 6
		SP:Iteration 76Q (134998.940000 sec): 3 clusters
  Score: Raw -3939650.472671 + Penalty 3434.726609 = -3936215.746062
  nChanged 4
		SP:Iteration 77Q (134999.370000 sec): 3 clusters
  Score: Raw -3939651.060041 + Penalty 3434.726609 = -3936216.333431
  nChanged 4
		SP:Iteration 78Q (134999.700000 sec): 3 clusters
  Score: Raw -3939651.676655 + Penalty 3434.726609 = -3936216.950045
  nChanged 4
		SP:Iteration 79Q (135000.000000 sec): 3 clusters
  Score: Raw -3939652.324484 + Penalty 3434.726609 = -3936217.597874
  nChanged 4
		SP:Iteration 80F (135000.350000 sec): 3 clusters
  Score: Raw -3939652.954210 + Penalty 3434.726609 = -3936218.227601
  nChanged 4
		SP:Iteration 81Q (135000.700000 sec): 3 clusters
  Score: Raw -3939653.459621 + Penalty 3434.726609 = -3936218.733011
  nChanged 5
		SP:Iteration 82Q (135001.020000 sec): 3 clusters
  Score: Raw -3939654.405633 + Penalty 3434.726609 = -3936219.679023
  nChanged 5
		SP:Iteration 83Q (135001.400000 sec): 3 clusters
  Score: Raw -3939655.144402 + Penalty 3434.726609 = -3936220.417793
  nChanged 4
		SP:Iteration 84Q (135001.740000 sec): 3 clusters
  Score: Raw -3939655.773453 + Penalty 3434.726609 = -3936221.046843
  nChanged 3
		SP:Iteration 85Q (135002.060000 sec): 3 clusters
  Score: Raw -3939656.154780 + Penalty 3434.726609 = -3936221.428170
  nChanged 1
		SP:Iteration 86Q (135002.350000 sec): 3 clusters
  Score: Raw -3939656.292470 + Penalty 3434.726609 = -3936221.565861
  nChanged 0
		SP:Iteration 87F (135002.740000 sec): 3 clusters
  Score: Raw -3939656.292470 + Penalty 3434.726609 = -3936221.565861
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135002.840000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135002.970000 sec): 3 clusters
  Score: Raw -18357.107800 + Penalty 1746.965482 = -16610.142317
  nChanged 38
		SP:Iteration 1F (135003.070000 sec): 3 clusters
  Score: Raw -18474.197192 + Penalty 1746.965482 = -16727.231710
  nChanged 8
		SP:Iteration 2Q (135003.210000 sec): 3 clusters
  Score: Raw -18517.401394 + Penalty 1746.965482 = -16770.435912
  nChanged 7
		SP:Iteration 3Q (135003.340000 sec): 3 clusters
  Score: Raw -18581.763170 + Penalty 1746.965482 = -16834.797688
  nChanged 6
		SP:Iteration 4Q (135003.520000 sec): 3 clusters
  Score: Raw -18601.801714 + Penalty 1746.965482 = -16854.836231
  nChanged 8
		SP:Iteration 5Q (135003.630000 sec): 3 clusters
  Score: Raw -18657.125685 + Penalty 1746.965482 = -16910.160203
  nChanged 4
		SP:Iteration 6Q (135003.750000 sec): 3 clusters
  Score: Raw -18674.797266 + Penalty 1746.965482 = -16927.831784
  nChanged 1
		SP:Iteration 7Q (135003.880000 sec): 3 clusters
  Score: Raw -18677.879927 + Penalty 1746.965482 = -16930.914444
  nChanged 1
		SP:Iteration 8Q (135004.060000 sec): 3 clusters
  Score: Raw -18680.389538 + Penalty 1746.965482 = -16933.424056
  nChanged 0
		SP:Iteration 9F (135004.220000 sec): 3 clusters
  Score: Raw -18680.389538 + Penalty 1746.965482 = -16933.424056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135004.380000 sec): 2 clusters
  Score: Raw -855791.249274 + Penalty 1464.669664 = -854326.579610
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135004.640000 sec): 3 clusters
  Score: Raw -851191.676299 + Penalty 2929.339328 = -848262.336971
  nChanged 3510
		SP:Iteration 1F (135004.810000 sec): 3 clusters
  Score: Raw -853104.300235 + Penalty 2929.339328 = -850174.960907
  nChanged 526
		SP:Iteration 2F (135005.020000 sec): 3 clusters
  Score: Raw -853327.096322 + Penalty 2929.339328 = -850397.756994
  nChanged 414
		SP:Iteration 3F (135005.240000 sec): 3 clusters
  Score: Raw -853514.342699 + Penalty 2929.339328 = -850585.003371
  nChanged 355
		SP:Iteration 4Q (135005.490000 sec): 3 clusters
  Score: Raw -853663.633181 + Penalty 2929.339328 = -850734.293853
  nChanged 321
		SP:Iteration 5Q (135005.710000 sec): 3 clusters
  Score: Raw -853790.358962 + Penalty 2929.339328 = -850861.019634
  nChanged 283
		SP:Iteration 6Q (135006.000000 sec): 3 clusters
  Score: Raw -853902.863826 + Penalty 2929.339328 = -850973.524498
  nChanged 273
		SP:Iteration 7Q (135006.220000 sec): 3 clusters
  Score: Raw -854029.434527 + Penalty 2929.339328 = -851100.095199
  nChanged 274
		SP:Iteration 8Q (135006.430000 sec): 3 clusters
  Score: Raw -854156.021801 + Penalty 2929.339328 = -851226.682473
  nChanged 265
		SP:Iteration 9Q (135006.660000 sec): 3 clusters
  Score: Raw -854272.427853 + Penalty 2929.339328 = -851343.088525
  nChanged 261
		SP:Iteration 10Q (135006.930000 sec): 3 clusters
  Score: Raw -854383.994571 + Penalty 2929.339328 = -851454.655243
  nChanged 243
		SP:Iteration 11Q (135007.130000 sec): 3 clusters
  Score: Raw -854490.113893 + Penalty 2929.339328 = -851560.774565
  nChanged 235
		SP:Iteration 12Q (135007.330000 sec): 3 clusters
  Score: Raw -854610.956473 + Penalty 2929.339328 = -851681.617145
  nChanged 242
		SP:Iteration 13Q (135007.530000 sec): 3 clusters
  Score: Raw -854750.946364 + Penalty 2929.339328 = -851821.607036
  nChanged 242
		SP:Iteration 14Q (135007.760000 sec): 3 clusters
  Score: Raw -854903.643726 + Penalty 2929.339328 = -851974.304398
  nChanged 223
		SP:Iteration 15Q (135007.970000 sec): 3 clusters
  Score: Raw -855055.134230 + Penalty 2929.339328 = -852125.794902
  nChanged 223
		SP:Iteration 16Q (135008.210000 sec): 3 clusters
  Score: Raw -855221.956303 + Penalty 2929.339328 = -852292.616975
  nChanged 207
		SP:Iteration 17Q (135008.380000 sec): 3 clusters
  Score: Raw -855403.924797 + Penalty 2929.339328 = -852474.585469
  nChanged 192
		SP:Iteration 18Q (135008.580000 sec): 3 clusters
  Score: Raw -855569.596905 + Penalty 2929.339328 = -852640.257577
  nChanged 183
		SP:Iteration 19Q (135008.810000 sec): 3 clusters
  Score: Raw -855716.538601 + Penalty 2929.339328 = -852787.199273
  nChanged 131
		SP:Iteration 20F (135009.020000 sec): 3 clusters
  Score: Raw -855818.996199 + Penalty 2929.339328 = -852889.656871
  nChanged 116
		SP:Iteration 21Q (135009.210000 sec): 3 clusters
  Score: Raw -855887.904586 + Penalty 2929.339328 = -852958.565258
  nChanged 106
		SP:Iteration 22Q (135009.420000 sec): 3 clusters
  Score: Raw -855943.682900 + Penalty 2929.339328 = -853014.343572
  nChanged 67
		SP:Iteration 23Q (135009.610000 sec): 3 clusters
  Score: Raw -855978.390453 + Penalty 2929.339328 = -853049.051125
  nChanged 68
		SP:Iteration 24Q (135009.850000 sec): 3 clusters
  Score: Raw -856011.532664 + Penalty 2929.339328 = -853082.193336
  nChanged 55
		SP:Iteration 25Q (135010.040000 sec): 3 clusters
  Score: Raw -856032.733816 + Penalty 2929.339328 = -853103.394489
  nChanged 46
		SP:Iteration 26Q (135010.240000 sec): 3 clusters
  Score: Raw -856048.577510 + Penalty 2929.339328 = -853119.238182
  nChanged 37
		SP:Iteration 27Q (135010.430000 sec): 3 clusters
  Score: Raw -856061.583804 + Penalty 2929.339328 = -853132.244476
  nChanged 33
		SP:Iteration 28Q (135010.690000 sec): 3 clusters
  Score: Raw -856071.456446 + Penalty 2929.339328 = -853142.117118
  nChanged 23
		SP:Iteration 29Q (135010.850000 sec): 3 clusters
  Score: Raw -856079.154672 + Penalty 2929.339328 = -853149.815344
  nChanged 26
		SP:Iteration 30Q (135011.100000 sec): 3 clusters
  Score: Raw -856088.666613 + Penalty 2929.339328 = -853159.327285
  nChanged 21
		SP:Iteration 31Q (135011.380000 sec): 3 clusters
  Score: Raw -856095.611049 + Penalty 2929.339328 = -853166.271721
  nChanged 18
		SP:Iteration 32Q (135011.570000 sec): 3 clusters
  Score: Raw -856101.556710 + Penalty 2929.339328 = -853172.217382
  nChanged 13
		SP:Iteration 33Q (135011.770000 sec): 3 clusters
  Score: Raw -856105.265128 + Penalty 2929.339328 = -853175.925800
  nChanged 6
		SP:Iteration 34Q (135012.010000 sec): 3 clusters
  Score: Raw -856106.430171 + Penalty 2929.339328 = -853177.090843
  nChanged 3
		SP:Iteration 35Q (135012.250000 sec): 3 clusters
  Score: Raw -856107.192737 + Penalty 2929.339328 = -853177.853409
  nChanged 3
		SP:Iteration 36Q (135012.510000 sec): 3 clusters
  Score: Raw -856108.297800 + Penalty 2929.339328 = -853178.958472
  nChanged 4
		SP:Iteration 37Q (135012.710000 sec): 3 clusters
  Score: Raw -856108.991311 + Penalty 2929.339328 = -853179.651984
  nChanged 4
		SP:Iteration 38Q (135012.940000 sec): 3 clusters
  Score: Raw -856109.823167 + Penalty 2929.339328 = -853180.483839
  nChanged 1
		SP:Iteration 39Q (135013.130000 sec): 3 clusters
  Score: Raw -856110.016212 + Penalty 2929.339328 = -853180.676884
  nChanged 0
		SP:Iteration 40F (135013.340000 sec): 3 clusters
  Score: Raw -856110.016212 + Penalty 2929.339328 = -853180.676884
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135013.730000 sec): 2 clusters
  Score: Raw -7726658.652575 + Penalty 1824.603942 = -7724834.048633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135014.200000 sec): 3 clusters
  Score: Raw -7678376.613907 + Penalty 3649.207884 = -7674727.406023
  nChanged 35663
		SP:Iteration 1F (135014.710000 sec): 3 clusters
  Score: Raw -7701633.268406 + Penalty 3649.207884 = -7697984.060522
  nChanged 5722
		SP:Iteration 2F (135015.330000 sec): 3 clusters
  Score: Raw -7705601.916261 + Penalty 3649.207884 = -7701952.708376
  nChanged 6780
		SP:Iteration 3F (135015.840000 sec): 3 clusters
  Score: Raw -7711426.889133 + Penalty 3649.207884 = -7707777.681249
  nChanged 6638
		SP:Iteration 4F (135016.380000 sec): 3 clusters
  Score: Raw -7717883.608327 + Penalty 3649.207884 = -7714234.400443
  nChanged 4967
		SP:Iteration 5F (135016.870000 sec): 3 clusters
  Score: Raw -7722807.520515 + Penalty 3649.207884 = -7719158.312630
  nChanged 2666
		SP:Iteration 6Q (135017.450000 sec): 3 clusters
  Score: Raw -7725399.980792 + Penalty 3649.207884 = -7721750.772908
  nChanged 1180
		SP:Iteration 7Q (135017.980000 sec): 3 clusters
  Score: Raw -7726760.611370 + Penalty 3649.207884 = -7723111.403486
  nChanged 421
		SP:Iteration 8Q (135018.520000 sec): 3 clusters
  Score: Raw -7727495.467297 + Penalty 3649.207884 = -7723846.259413
  nChanged 271
		SP:Iteration 9Q (135019.080000 sec): 3 clusters
  Score: Raw -7727800.282477 + Penalty 3649.207884 = -7724151.074593
  nChanged 174
		SP:Iteration 10Q (135019.650000 sec): 3 clusters
  Score: Raw -7727887.983227 + Penalty 3649.207884 = -7724238.775343
  nChanged 100
		SP:Iteration 11Q (135020.110000 sec): 3 clusters
  Score: Raw -7727923.068098 + Penalty 3649.207884 = -7724273.860213
  nChanged 49
		SP:Iteration 12Q (135020.580000 sec): 3 clusters
  Score: Raw -7727937.074013 + Penalty 3649.207884 = -7724287.866128
  nChanged 28
		SP:Iteration 13Q (135021.170000 sec): 3 clusters
  Score: Raw -7727942.892404 + Penalty 3649.207884 = -7724293.684520
  nChanged 16
		SP:Iteration 14Q (135021.660000 sec): 3 clusters
  Score: Raw -7727945.626187 + Penalty 3649.207884 = -7724296.418303
  nChanged 10
		SP:Iteration 15Q (135022.100000 sec): 3 clusters
  Score: Raw -7727947.528755 + Penalty 3649.207884 = -7724298.320871
  nChanged 9
		SP:Iteration 16Q (135022.530000 sec): 3 clusters
  Score: Raw -7727948.828926 + Penalty 3649.207884 = -7724299.621042
  nChanged 8
		SP:Iteration 17Q (135023.000000 sec): 3 clusters
  Score: Raw -7727950.132365 + Penalty 3649.207884 = -7724300.924481
  nChanged 3
		SP:Iteration 18Q (135023.440000 sec): 3 clusters
  Score: Raw -7727950.680129 + Penalty 3649.207884 = -7724301.472245
  nChanged 3
		SP:Iteration 19Q (135023.880000 sec): 3 clusters
  Score: Raw -7727951.086601 + Penalty 3649.207884 = -7724301.878717
  nChanged 4
		SP:Iteration 20F (135024.370000 sec): 3 clusters
  Score: Raw -7727951.771776 + Penalty 3649.207884 = -7724302.563891
  nChanged 3
		SP:Iteration 21Q (135024.830000 sec): 3 clusters
  Score: Raw -7727952.230782 + Penalty 3649.207884 = -7724303.022898
  nChanged 5
		SP:Iteration 22Q (135025.290000 sec): 3 clusters
  Score: Raw -7727952.968240 + Penalty 3649.207884 = -7724303.760356
  nChanged 2
		SP:Iteration 23Q (135025.800000 sec): 3 clusters
  Score: Raw -7727953.479671 + Penalty 3649.207884 = -7724304.271787
  nChanged 3
		SP:Iteration 24Q (135026.270000 sec): 3 clusters
  Score: Raw -7727954.135794 + Penalty 3649.207884 = -7724304.927910
  nChanged 4
		SP:Iteration 25Q (135026.760000 sec): 3 clusters
  Score: Raw -7727954.795716 + Penalty 3649.207884 = -7724305.587831
  nChanged 3
		SP:Iteration 26Q (135027.250000 sec): 3 clusters
  Score: Raw -7727955.398036 + Penalty 3649.207884 = -7724306.190152
  nChanged 5
		SP:Iteration 27Q (135027.710000 sec): 3 clusters
  Score: Raw -7727956.509916 + Penalty 3649.207884 = -7724307.302032
  nChanged 5
		SP:Iteration 28Q (135028.200000 sec): 3 clusters
  Score: Raw -7727957.584003 + Penalty 3649.207884 = -7724308.376119
  nChanged 3
		SP:Iteration 29Q (135028.680000 sec): 3 clusters
  Score: Raw -7727958.065587 + Penalty 3649.207884 = -7724308.857703
  nChanged 1
		SP:Iteration 30Q (135029.160000 sec): 3 clusters
  Score: Raw -7727958.119442 + Penalty 3649.207884 = -7724308.911558
  nChanged 1
		SP:Iteration 31Q (135029.610000 sec): 3 clusters
  Score: Raw -7727958.250849 + Penalty 3649.207884 = -7724309.042965
  nChanged 0
		SP:Iteration 32F (135030.150000 sec): 3 clusters
  Score: Raw -7727958.250849 + Penalty 3649.207884 = -7724309.042965
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135030.300000 sec): 2 clusters
  Score: Raw -1546906.881414 + Penalty 1561.938839 = -1545344.942574
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135030.570000 sec): 3 clusters
  Score: Raw -1538092.095889 + Penalty 3123.877679 = -1534968.218211
  nChanged 6668
		SP:Iteration 1F (135030.800000 sec): 3 clusters
  Score: Raw -1541781.099754 + Penalty 3123.877679 = -1538657.222076
  nChanged 820
		SP:Iteration 2F (135031.080000 sec): 3 clusters
  Score: Raw -1542139.229013 + Penalty 3123.877679 = -1539015.351335
  nChanged 787
		SP:Iteration 3F (135031.380000 sec): 3 clusters
  Score: Raw -1542522.674266 + Penalty 3123.877679 = -1539398.796588
  nChanged 771
		SP:Iteration 4F (135031.700000 sec): 3 clusters
  Score: Raw -1542959.390995 + Penalty 3123.877679 = -1539835.513316
  nChanged 833
		SP:Iteration 5F (135032.000000 sec): 3 clusters
  Score: Raw -1543410.081975 + Penalty 3123.877679 = -1540286.204297
  nChanged 773
		SP:Iteration 6F (135032.230000 sec): 3 clusters
  Score: Raw -1543860.888578 + Penalty 3123.877679 = -1540737.010900
  nChanged 744
		SP:Iteration 7Q (135032.490000 sec): 3 clusters
  Score: Raw -1544292.731644 + Penalty 3123.877679 = -1541168.853966
  nChanged 681
		SP:Iteration 8Q (135032.740000 sec): 3 clusters
  Score: Raw -1544625.996026 + Penalty 3123.877679 = -1541502.118347
  nChanged 559
		SP:Iteration 9Q (135033.030000 sec): 3 clusters
  Score: Raw -1544875.392874 + Penalty 3123.877679 = -1541751.515196
  nChanged 463
		SP:Iteration 10Q (135033.280000 sec): 3 clusters
  Score: Raw -1545080.443743 + Penalty 3123.877679 = -1541956.566064
  nChanged 404
		SP:Iteration 11Q (135033.550000 sec): 3 clusters
  Score: Raw -1545233.791666 + Penalty 3123.877679 = -1542109.913987
  nChanged 310
		SP:Iteration 12Q (135033.770000 sec): 3 clusters
  Score: Raw -1545339.826720 + Penalty 3123.877679 = -1542215.949042
  nChanged 243
		SP:Iteration 13Q (135034.030000 sec): 3 clusters
  Score: Raw -1545407.819897 + Penalty 3123.877679 = -1542283.942219
  nChanged 201
		SP:Iteration 14Q (135034.310000 sec): 3 clusters
  Score: Raw -1545455.848941 + Penalty 3123.877679 = -1542331.971263
  nChanged 156
		SP:Iteration 15Q (135034.600000 sec): 3 clusters
  Score: Raw -1545490.277518 + Penalty 3123.877679 = -1542366.399839
  nChanged 134
		SP:Iteration 16Q (135034.880000 sec): 3 clusters
  Score: Raw -1545515.586970 + Penalty 3123.877679 = -1542391.709291
  nChanged 119
		SP:Iteration 17Q (135035.120000 sec): 3 clusters
  Score: Raw -1545539.690196 + Penalty 3123.877679 = -1542415.812517
  nChanged 98
		SP:Iteration 18Q (135035.420000 sec): 3 clusters
  Score: Raw -1545562.357845 + Penalty 3123.877679 = -1542438.480166
  nChanged 113
		SP:Iteration 19Q (135035.660000 sec): 3 clusters
  Score: Raw -1545587.458563 + Penalty 3123.877679 = -1542463.580885
  nChanged 110
		SP:Iteration 20F (135035.930000 sec): 3 clusters
  Score: Raw -1545617.054915 + Penalty 3123.877679 = -1542493.177236
  nChanged 133
		SP:Iteration 21Q (135036.200000 sec): 3 clusters
  Score: Raw -1545651.928043 + Penalty 3123.877679 = -1542528.050364
  nChanged 128
		SP:Iteration 22Q (135036.460000 sec): 3 clusters
  Score: Raw -1545685.121465 + Penalty 3123.877679 = -1542561.243787
  nChanged 127
		SP:Iteration 23Q (135036.750000 sec): 3 clusters
  Score: Raw -1545715.691540 + Penalty 3123.877679 = -1542591.813861
  nChanged 122
		SP:Iteration 24Q (135037.010000 sec): 3 clusters
  Score: Raw -1545743.115299 + Penalty 3123.877679 = -1542619.237620
  nChanged 115
		SP:Iteration 25Q (135037.300000 sec): 3 clusters
  Score: Raw -1545769.420602 + Penalty 3123.877679 = -1542645.542923
  nChanged 114
		SP:Iteration 26Q (135037.540000 sec): 3 clusters
  Score: Raw -1545792.178501 + Penalty 3123.877679 = -1542668.300823
  nChanged 106
		SP:Iteration 27Q (135037.810000 sec): 3 clusters
  Score: Raw -1545813.413951 + Penalty 3123.877679 = -1542689.536273
  nChanged 93
		SP:Iteration 28Q (135038.080000 sec): 3 clusters
  Score: Raw -1545835.004696 + Penalty 3123.877679 = -1542711.127017
  nChanged 105
		SP:Iteration 29Q (135038.350000 sec): 3 clusters
  Score: Raw -1545860.707482 + Penalty 3123.877679 = -1542736.829803
  nChanged 114
		SP:Iteration 30Q (135038.610000 sec): 3 clusters
  Score: Raw -1545886.435286 + Penalty 3123.877679 = -1542762.557607
  nChanged 104
		SP:Iteration 31Q (135038.890000 sec): 3 clusters
  Score: Raw -1545908.676134 + Penalty 3123.877679 = -1542784.798456
  nChanged 114
		SP:Iteration 32Q (135039.090000 sec): 3 clusters
  Score: Raw -1545932.645023 + Penalty 3123.877679 = -1542808.767344
  nChanged 101
		SP:Iteration 33Q (135039.390000 sec): 3 clusters
  Score: Raw -1545955.424713 + Penalty 3123.877679 = -1542831.547034
  nChanged 103
		SP:Iteration 34Q (135039.630000 sec): 3 clusters
  Score: Raw -1545976.683472 + Penalty 3123.877679 = -1542852.805793
  nChanged 95
		SP:Iteration 35Q (135039.890000 sec): 3 clusters
  Score: Raw -1545996.415360 + Penalty 3123.877679 = -1542872.537681
  nChanged 94
		SP:Iteration 36Q (135040.140000 sec): 3 clusters
  Score: Raw -1546016.531309 + Penalty 3123.877679 = -1542892.653631
  nChanged 102
		SP:Iteration 37Q (135040.380000 sec): 3 clusters
  Score: Raw -1546041.387572 + Penalty 3123.877679 = -1542917.509893
  nChanged 98
		SP:Iteration 38Q (135040.600000 sec): 3 clusters
  Score: Raw -1546064.152003 + Penalty 3123.877679 = -1542940.274324
  nChanged 113
		SP:Iteration 39Q (135040.850000 sec): 3 clusters
  Score: Raw -1546093.096043 + Penalty 3123.877679 = -1542969.218364
  nChanged 114
		SP:Iteration 40F (135041.110000 sec): 3 clusters
  Score: Raw -1546122.506647 + Penalty 3123.877679 = -1542998.628968
  nChanged 112
		SP:Iteration 41Q (135041.370000 sec): 3 clusters
  Score: Raw -1546149.313737 + Penalty 3123.877679 = -1543025.436059
  nChanged 101
		SP:Iteration 42Q (135041.580000 sec): 3 clusters
  Score: Raw -1546170.120376 + Penalty 3123.877679 = -1543046.242697
  nChanged 87
		SP:Iteration 43Q (135041.850000 sec): 3 clusters
  Score: Raw -1546187.358403 + Penalty 3123.877679 = -1543063.480724
  nChanged 82
		SP:Iteration 44Q (135042.150000 sec): 3 clusters
  Score: Raw -1546205.500217 + Penalty 3123.877679 = -1543081.622539
  nChanged 91
		SP:Iteration 45Q (135042.440000 sec): 3 clusters
  Score: Raw -1546226.927316 + Penalty 3123.877679 = -1543103.049638
  nChanged 99
		SP:Iteration 46Q (135042.690000 sec): 3 clusters
  Score: Raw -1546252.010500 + Penalty 3123.877679 = -1543128.132822
  nChanged 101
		SP:Iteration 47Q (135042.940000 sec): 3 clusters
  Score: Raw -1546275.868100 + Penalty 3123.877679 = -1543151.990422
  nChanged 111
		SP:Iteration 48Q (135043.200000 sec): 3 clusters
  Score: Raw -1546302.495789 + Penalty 3123.877679 = -1543178.618111
  nChanged 99
		SP:Iteration 49Q (135043.450000 sec): 3 clusters
  Score: Raw -1546330.714257 + Penalty 3123.877679 = -1543206.836578
  nChanged 118
		SP:Iteration 50Q (135043.670000 sec): 3 clusters
  Score: Raw -1546365.038930 + Penalty 3123.877679 = -1543241.161251
  nChanged 106
		SP:Iteration 51Q (135043.880000 sec): 3 clusters
  Score: Raw -1546394.439433 + Penalty 3123.877679 = -1543270.561754
  nChanged 99
		SP:Iteration 52Q (135044.110000 sec): 3 clusters
  Score: Raw -1546424.036782 + Penalty 3123.877679 = -1543300.159104
  nChanged 130
		SP:Iteration 53Q (135044.380000 sec): 3 clusters
  Score: Raw -1546463.309566 + Penalty 3123.877679 = -1543339.431887
  nChanged 116
		SP:Iteration 54Q (135044.630000 sec): 3 clusters
  Score: Raw -1546502.867353 + Penalty 3123.877679 = -1543378.989674
  nChanged 138
		SP:Iteration 55Q (135044.890000 sec): 3 clusters
  Score: Raw -1546550.408442 + Penalty 3123.877679 = -1543426.530764
  nChanged 128
		SP:Iteration 56Q (135045.090000 sec): 3 clusters
  Score: Raw -1546585.945256 + Penalty 3123.877679 = -1543462.067578
  nChanged 100
		SP:Iteration 57Q (135045.340000 sec): 3 clusters
  Score: Raw -1546612.298664 + Penalty 3123.877679 = -1543488.420986
  nChanged 106
		SP:Iteration 58Q (135045.570000 sec): 3 clusters
  Score: Raw -1546633.882307 + Penalty 3123.877679 = -1543510.004628
  nChanged 83
		SP:Iteration 59Q (135045.760000 sec): 3 clusters
  Score: Raw -1546650.088041 + Penalty 3123.877679 = -1543526.210363
  nChanged 75
		SP:Iteration 60F (135046.000000 sec): 3 clusters
  Score: Raw -1546659.638055 + Penalty 3123.877679 = -1543535.760377
  nChanged 47
		SP:Iteration 61Q (135046.270000 sec): 3 clusters
  Score: Raw -1546664.995813 + Penalty 3123.877679 = -1543541.118135
  nChanged 32
		SP:Iteration 62Q (135046.570000 sec): 3 clusters
  Score: Raw -1546667.936876 + Penalty 3123.877679 = -1543544.059198
  nChanged 26
		SP:Iteration 63Q (135046.810000 sec): 3 clusters
  Score: Raw -1546670.036355 + Penalty 3123.877679 = -1543546.158677
  nChanged 12
		SP:Iteration 64Q (135047.030000 sec): 3 clusters
  Score: Raw -1546670.792044 + Penalty 3123.877679 = -1543546.914366
  nChanged 3
		SP:Iteration 65Q (135047.290000 sec): 3 clusters
  Score: Raw -1546671.109290 + Penalty 3123.877679 = -1543547.231611
  nChanged 2
		SP:Iteration 66Q (135047.610000 sec): 3 clusters
  Score: Raw -1546671.252307 + Penalty 3123.877679 = -1543547.374629
  nChanged 1
		SP:Iteration 67Q (135047.870000 sec): 3 clusters
  Score: Raw -1546671.367928 + Penalty 3123.877679 = -1543547.490250
  nChanged 2
		SP:Iteration 68Q (135048.120000 sec): 3 clusters
  Score: Raw -1546671.476830 + Penalty 3123.877679 = -1543547.599151
  nChanged 1
		SP:Iteration 69Q (135048.350000 sec): 3 clusters
  Score: Raw -1546671.522768 + Penalty 3123.877679 = -1543547.645089
  nChanged 1
		SP:Iteration 70Q (135048.600000 sec): 3 clusters
  Score: Raw -1546671.534107 + Penalty 3123.877679 = -1543547.656428
  nChanged 0
		SP:Iteration 71F (135048.870000 sec): 3 clusters
  Score: Raw -1546671.534107 + Penalty 3123.877679 = -1543547.656428
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (25076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135049.090000 sec): 2 clusters
  Score: Raw -2424345.893783 + Penalty 1646.070805 = -2422699.822978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135049.450000 sec): 3 clusters
  Score: Raw -2408844.703220 + Penalty 3292.141610 = -2405552.561610
  nChanged 11450
		SP:Iteration 1F (135049.740000 sec): 3 clusters
  Score: Raw -2415559.419952 + Penalty 3292.141610 = -2412267.278342
  nChanged 1500
		SP:Iteration 2F (135050.020000 sec): 3 clusters
  Score: Raw -2416315.559871 + Penalty 3292.141610 = -2413023.418261
  nChanged 1541
		SP:Iteration 3F (135050.330000 sec): 3 clusters
  Score: Raw -2417155.886028 + Penalty 3292.141610 = -2413863.744418
  nChanged 1535
		SP:Iteration 4F (135050.630000 sec): 3 clusters
  Score: Raw -2418011.106708 + Penalty 3292.141610 = -2414718.965098
  nChanged 1500
		SP:Iteration 5F (135050.930000 sec): 3 clusters
  Score: Raw -2418906.084839 + Penalty 3292.141610 = -2415613.943229
  nChanged 1483
		SP:Iteration 6F (135051.230000 sec): 3 clusters
  Score: Raw -2419868.776788 + Penalty 3292.141610 = -2416576.635178
  nChanged 1301
		SP:Iteration 7F (135051.570000 sec): 3 clusters
  Score: Raw -2420743.528072 + Penalty 3292.141610 = -2417451.386462
  nChanged 1119
		SP:Iteration 8Q (135051.890000 sec): 3 clusters
  Score: Raw -2421528.852352 + Penalty 3292.141610 = -2418236.710742
  nChanged 933
		SP:Iteration 9Q (135052.200000 sec): 3 clusters
  Score: Raw -2422144.328322 + Penalty 3292.141610 = -2418852.186712
  nChanged 761
		SP:Iteration 10Q (135052.490000 sec): 3 clusters
  Score: Raw -2422638.752478 + Penalty 3292.141610 = -2419346.610868
  nChanged 613
		SP:Iteration 11Q (135052.750000 sec): 3 clusters
  Score: Raw -2423007.858645 + Penalty 3292.141610 = -2419715.717035
  nChanged 547
		SP:Iteration 12Q (135052.990000 sec): 3 clusters
  Score: Raw -2423313.979367 + Penalty 3292.141610 = -2420021.837757
  nChanged 464
		SP:Iteration 13Q (135053.260000 sec): 3 clusters
  Score: Raw -2423561.225750 + Penalty 3292.141610 = -2420269.084140
  nChanged 389
		SP:Iteration 14Q (135053.600000 sec): 3 clusters
  Score: Raw -2423761.749646 + Penalty 3292.141610 = -2420469.608036
  nChanged 327
		SP:Iteration 15Q (135053.870000 sec): 3 clusters
  Score: Raw -2423918.059139 + Penalty 3292.141610 = -2420625.917529
  nChanged 292
		SP:Iteration 16Q (135054.150000 sec): 3 clusters
  Score: Raw -2424054.164804 + Penalty 3292.141610 = -2420762.023194
  nChanged 256
		SP:Iteration 17Q (135054.430000 sec): 3 clusters
  Score: Raw -2424169.258720 + Penalty 3292.141610 = -2420877.117110
  nChanged 233
		SP:Iteration 18Q (135054.720000 sec): 3 clusters
  Score: Raw -2424277.687288 + Penalty 3292.141610 = -2420985.545678
  nChanged 188
		SP:Iteration 19Q (135055.030000 sec): 3 clusters
  Score: Raw -2424361.510736 + Penalty 3292.141610 = -2421069.369126
  nChanged 163
		SP:Iteration 20F (135055.330000 sec): 3 clusters
  Score: Raw -2424428.607378 + Penalty 3292.141610 = -2421136.465768
  nChanged 121
		SP:Iteration 21Q (135055.590000 sec): 3 clusters
  Score: Raw -2424477.730770 + Penalty 3292.141610 = -2421185.589160
  nChanged 108
		SP:Iteration 22Q (135055.860000 sec): 3 clusters
  Score: Raw -2424523.620680 + Penalty 3292.141610 = -2421231.479070
  nChanged 93
		SP:Iteration 23Q (135056.170000 sec): 3 clusters
  Score: Raw -2424571.667427 + Penalty 3292.141610 = -2421279.525817
  nChanged 94
		SP:Iteration 24Q (135056.400000 sec): 3 clusters
  Score: Raw -2424613.382976 + Penalty 3292.141610 = -2421321.241366
  nChanged 69
		SP:Iteration 25Q (135056.640000 sec): 3 clusters
  Score: Raw -2424645.477637 + Penalty 3292.141610 = -2421353.336027
  nChanged 57
		SP:Iteration 26Q (135056.890000 sec): 3 clusters
  Score: Raw -2424667.541779 + Penalty 3292.141610 = -2421375.400169
  nChanged 48
		SP:Iteration 27Q (135057.120000 sec): 3 clusters
  Score: Raw -2424688.437149 + Penalty 3292.141610 = -2421396.295539
  nChanged 44
		SP:Iteration 28Q (135057.380000 sec): 3 clusters
  Score: Raw -2424706.216541 + Penalty 3292.141610 = -2421414.074931
  nChanged 31
		SP:Iteration 29Q (135057.660000 sec): 3 clusters
  Score: Raw -2424716.636977 + Penalty 3292.141610 = -2421424.495367
  nChanged 21
		SP:Iteration 30Q (135057.910000 sec): 3 clusters
  Score: Raw -2424725.948024 + Penalty 3292.141610 = -2421433.806414
  nChanged 20
		SP:Iteration 31Q (135058.210000 sec): 3 clusters
  Score: Raw -2424734.281331 + Penalty 3292.141610 = -2421442.139721
  nChanged 21
		SP:Iteration 32Q (135058.490000 sec): 3 clusters
  Score: Raw -2424741.893070 + Penalty 3292.141610 = -2421449.751460
  nChanged 9
		SP:Iteration 33Q (135058.770000 sec): 3 clusters
  Score: Raw -2424744.707365 + Penalty 3292.141610 = -2421452.565755
  nChanged 7
		SP:Iteration 34Q (135059.090000 sec): 3 clusters
  Score: Raw -2424746.668431 + Penalty 3292.141610 = -2421454.526821
  nChanged 8
		SP:Iteration 35Q (135059.360000 sec): 3 clusters
  Score: Raw -2424749.729780 + Penalty 3292.141610 = -2421457.588170
  nChanged 8
		SP:Iteration 36Q (135059.580000 sec): 3 clusters
  Score: Raw -2424751.585282 + Penalty 3292.141610 = -2421459.443672
  nChanged 5
		SP:Iteration 37Q (135059.860000 sec): 3 clusters
  Score: Raw -2424752.616723 + Penalty 3292.141610 = -2421460.475113
  nChanged 2
		SP:Iteration 38Q (135060.080000 sec): 3 clusters
  Score: Raw -2424753.363899 + Penalty 3292.141610 = -2421461.222289
  nChanged 1
		SP:Iteration 39Q (135060.360000 sec): 3 clusters
  Score: Raw -2424753.553408 + Penalty 3292.141610 = -2421461.411798
  nChanged 1
		SP:Iteration 40F (135060.610000 sec): 3 clusters
  Score: Raw -2424753.877069 + Penalty 3292.141610 = -2421461.735459
  nChanged 1
		SP:Iteration 41Q (135060.870000 sec): 3 clusters
  Score: Raw -2424754.042876 + Penalty 3292.141610 = -2421461.901266
  nChanged 0
		SP:Iteration 42F (135061.130000 sec): 3 clusters
  Score: Raw -2424754.042876 + Penalty 3292.141610 = -2421461.901266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135061.210000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135061.390000 sec): 3 clusters
  Score: Raw -49851.952085 + Penalty 2007.831837 = -47844.120248
  nChanged 116
		SP:Iteration 1F (135061.620000 sec): 3 clusters
  Score: Raw -50014.984561 + Penalty 2007.831837 = -48007.152724
  nChanged 21
		SP:Iteration 2Q (135061.800000 sec): 3 clusters
  Score: Raw -50047.259742 + Penalty 2007.831837 = -48039.427905
  nChanged 4
		SP:Iteration 3Q (135061.980000 sec): 3 clusters
  Score: Raw -50053.128707 + Penalty 2007.831837 = -48045.296870
  nChanged 2
		SP:Iteration 4Q (135062.140000 sec): 3 clusters
  Score: Raw -50055.863504 + Penalty 2007.831837 = -48048.031667
  nChanged 4
		SP:Iteration 5Q (135062.300000 sec): 3 clusters
  Score: Raw -50062.238826 + Penalty 2007.831837 = -48054.406989
  nChanged 3
		SP:Iteration 6Q (135062.470000 sec): 3 clusters
  Score: Raw -50066.453329 + Penalty 2007.831837 = -48058.621492
  nChanged 1
		SP:Iteration 7Q (135062.620000 sec): 3 clusters
  Score: Raw -50068.535312 + Penalty 2007.831837 = -48060.703474
  nChanged 1
		SP:Iteration 8Q (135062.760000 sec): 3 clusters
  Score: Raw -50071.556200 + Penalty 2007.831837 = -48063.724363
  nChanged 2
		SP:Iteration 9Q (135062.960000 sec): 3 clusters
  Score: Raw -50076.431970 + Penalty 2007.831837 = -48068.600133
  nChanged 1
		SP:Iteration 10Q (135063.110000 sec): 3 clusters
  Score: Raw -50077.624650 + Penalty 2007.831837 = -48069.792813
  nChanged 2
		SP:Iteration 11Q (135063.320000 sec): 3 clusters
  Score: Raw -50079.520402 + Penalty 2007.831837 = -48071.688565
  nChanged 2
		SP:Iteration 12Q (135063.460000 sec): 3 clusters
  Score: Raw -50081.109284 + Penalty 2007.831837 = -48073.277447
  nChanged 1
		SP:Iteration 13Q (135063.640000 sec): 3 clusters
  Score: Raw -50084.079627 + Penalty 2007.831837 = -48076.247790
  nChanged 0
		SP:Iteration 14F (135063.760000 sec): 3 clusters
  Score: Raw -50084.079627 + Penalty 2007.831837 = -48076.247790
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (25515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135063.970000 sec): 2 clusters
  Score: Raw -2851663.905684 + Penalty 1648.891041 = -2850015.014642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135064.270000 sec): 3 clusters
  Score: Raw -2836062.000086 + Penalty 3297.782083 = -2832764.218003
  nChanged 11612
		SP:Iteration 1F (135064.590000 sec): 3 clusters
  Score: Raw -2842377.866416 + Penalty 3297.782083 = -2839080.084334
  nChanged 1063
		SP:Iteration 2Q (135064.890000 sec): 3 clusters
  Score: Raw -2842703.207040 + Penalty 3297.782083 = -2839405.424957
  nChanged 1028
		SP:Iteration 3Q (135065.210000 sec): 3 clusters
  Score: Raw -2843065.384266 + Penalty 3297.782083 = -2839767.602184
  nChanged 1153
		SP:Iteration 4Q (135065.510000 sec): 3 clusters
  Score: Raw -2843578.188006 + Penalty 3297.782083 = -2840280.405923
  nChanged 1388
		SP:Iteration 5F (135065.760000 sec): 3 clusters
  Score: Raw -2844360.371408 + Penalty 3297.782083 = -2841062.589325
  nChanged 1664
		SP:Iteration 6F (135066.060000 sec): 3 clusters
  Score: Raw -2845549.339120 + Penalty 3297.782083 = -2842251.557037
  nChanged 1941
		SP:Iteration 7F (135066.380000 sec): 3 clusters
  Score: Raw -2847248.455179 + Penalty 3297.782083 = -2843950.673096
  nChanged 1876
		SP:Iteration 8F (135066.640000 sec): 3 clusters
  Score: Raw -2849081.473586 + Penalty 3297.782083 = -2845783.691503
  nChanged 1363
		SP:Iteration 9F (135066.940000 sec): 3 clusters
  Score: Raw -2850452.296544 + Penalty 3297.782083 = -2847154.514461
  nChanged 770
		SP:Iteration 10Q (135067.220000 sec): 3 clusters
  Score: Raw -2851191.879976 + Penalty 3297.782083 = -2847894.097893
  nChanged 361
		SP:Iteration 11Q (135067.480000 sec): 3 clusters
  Score: Raw -2851530.121753 + Penalty 3297.782083 = -2848232.339670
  nChanged 163
		SP:Iteration 12Q (135067.760000 sec): 3 clusters
  Score: Raw -2851692.913206 + Penalty 3297.782083 = -2848395.131123
  nChanged 79
		SP:Iteration 13Q (135067.980000 sec): 3 clusters
  Score: Raw -2851769.790127 + Penalty 3297.782083 = -2848472.008044
  nChanged 41
		SP:Iteration 14Q (135068.210000 sec): 3 clusters
  Score: Raw -2851809.458843 + Penalty 3297.782083 = -2848511.676760
  nChanged 15
		SP:Iteration 15Q (135068.480000 sec): 3 clusters
  Score: Raw -2851826.880571 + Penalty 3297.782083 = -2848529.098489
  nChanged 13
		SP:Iteration 16Q (135068.760000 sec): 3 clusters
  Score: Raw -2851844.546846 + Penalty 3297.782083 = -2848546.764763
  nChanged 9
		SP:Iteration 17Q (135069.070000 sec): 3 clusters
  Score: Raw -2851854.913021 + Penalty 3297.782083 = -2848557.130938
  nChanged 8
		SP:Iteration 18Q (135069.340000 sec): 3 clusters
  Score: Raw -2851862.487326 + Penalty 3297.782083 = -2848564.705243
  nChanged 8
		SP:Iteration 19Q (135069.620000 sec): 3 clusters
  Score: Raw -2851870.389137 + Penalty 3297.782083 = -2848572.607054
  nChanged 5
		SP:Iteration 20F (135069.900000 sec): 3 clusters
  Score: Raw -2851875.344314 + Penalty 3297.782083 = -2848577.562231
  nChanged 3
		SP:Iteration 21Q (135070.160000 sec): 3 clusters
  Score: Raw -2851877.073367 + Penalty 3297.782083 = -2848579.291284
  nChanged 1
		SP:Iteration 22Q (135070.410000 sec): 3 clusters
  Score: Raw -2851877.767270 + Penalty 3297.782083 = -2848579.985187
  nChanged 0
		SP:Iteration 23F (135070.730000 sec): 3 clusters
  Score: Raw -2851877.767270 + Penalty 3297.782083 = -2848579.985187
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135070.840000 sec): 2 clusters
  Score: Raw -613630.605979 + Penalty 1417.947709 = -612212.658270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135071.050000 sec): 3 clusters
  Score: Raw -610400.094421 + Penalty 2835.895418 = -607564.199002
  nChanged 2540
		SP:Iteration 1F (135071.250000 sec): 3 clusters
  Score: Raw -611828.827519 + Penalty 2835.895418 = -608992.932100
  nChanged 478
		SP:Iteration 2F (135071.440000 sec): 3 clusters
  Score: Raw -612161.497792 + Penalty 2835.895418 = -609325.602374
  nChanged 459
		SP:Iteration 3F (135071.640000 sec): 3 clusters
  Score: Raw -612529.943939 + Penalty 2835.895418 = -609694.048520
  nChanged 434
		SP:Iteration 4F (135071.850000 sec): 3 clusters
  Score: Raw -612900.843497 + Penalty 2835.895418 = -610064.948079
  nChanged 447
		SP:Iteration 5F (135072.060000 sec): 3 clusters
  Score: Raw -613270.054062 + Penalty 2835.895418 = -610434.158643
  nChanged 392
		SP:Iteration 6F (135072.240000 sec): 3 clusters
  Score: Raw -613569.431347 + Penalty 2835.895418 = -610733.535928
  nChanged 273
		SP:Iteration 7Q (135072.490000 sec): 3 clusters
  Score: Raw -613755.565242 + Penalty 2835.895418 = -610919.669824
  nChanged 209
		SP:Iteration 8Q (135072.700000 sec): 3 clusters
  Score: Raw -613893.510753 + Penalty 2835.895418 = -611057.615334
  nChanged 155
		SP:Iteration 9Q (135072.890000 sec): 3 clusters
  Score: Raw -613993.331072 + Penalty 2835.895418 = -611157.435654
  nChanged 118
		SP:Iteration 10Q (135073.100000 sec): 3 clusters
  Score: Raw -614056.991463 + Penalty 2835.895418 = -611221.096044
  nChanged 81
		SP:Iteration 11Q (135073.300000 sec): 3 clusters
  Score: Raw -614105.473195 + Penalty 2835.895418 = -611269.577777
  nChanged 84
		SP:Iteration 12Q (135073.480000 sec): 3 clusters
  Score: Raw -614147.583164 + Penalty 2835.895418 = -611311.687745
  nChanged 57
		SP:Iteration 13Q (135073.720000 sec): 3 clusters
  Score: Raw -614177.228921 + Penalty 2835.895418 = -611341.333502
  nChanged 53
		SP:Iteration 14Q (135073.880000 sec): 3 clusters
  Score: Raw -614203.055034 + Penalty 2835.895418 = -611367.159616
  nChanged 29
		SP:Iteration 15Q (135074.090000 sec): 3 clusters
  Score: Raw -614215.797768 + Penalty 2835.895418 = -611379.902349
  nChanged 31
		SP:Iteration 16Q (135074.250000 sec): 3 clusters
  Score: Raw -614229.509935 + Penalty 2835.895418 = -611393.614517
  nChanged 26
		SP:Iteration 17Q (135074.460000 sec): 3 clusters
  Score: Raw -614241.608170 + Penalty 2835.895418 = -611405.712751
  nChanged 22
		SP:Iteration 18Q (135074.660000 sec): 3 clusters
  Score: Raw -614252.635125 + Penalty 2835.895418 = -611416.739706
  nChanged 21
		SP:Iteration 19Q (135074.850000 sec): 3 clusters
  Score: Raw -614260.172933 + Penalty 2835.895418 = -611424.277514
  nChanged 13
		SP:Iteration 20F (135075.080000 sec): 3 clusters
  Score: Raw -614264.958017 + Penalty 2835.895418 = -611429.062598
  nChanged 10
		SP:Iteration 21Q (135075.270000 sec): 3 clusters
  Score: Raw -614268.298273 + Penalty 2835.895418 = -611432.402855
  nChanged 5
		SP:Iteration 22Q (135075.510000 sec): 3 clusters
  Score: Raw -614269.073094 + Penalty 2835.895418 = -611433.177676
  nChanged 3
		SP:Iteration 23Q (135075.700000 sec): 3 clusters
  Score: Raw -614269.838615 + Penalty 2835.895418 = -611433.943197
  nChanged 1
		SP:Iteration 24Q (135075.900000 sec): 3 clusters
  Score: Raw -614269.893974 + Penalty 2835.895418 = -611433.998556
  nChanged 0
		SP:Iteration 25F (135076.140000 sec): 3 clusters
  Score: Raw -614269.893974 + Penalty 2835.895418 = -611433.998556
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135076.200000 sec): 2 clusters
  Score: Raw -695832.358840 + Penalty 1437.625881 = -694394.732959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135076.410000 sec): 3 clusters
  Score: Raw -692058.416462 + Penalty 2875.251763 = -689183.164699
  nChanged 2881
		SP:Iteration 1F (135076.580000 sec): 3 clusters
  Score: Raw -693693.989775 + Penalty 2875.251763 = -690818.738013
  nChanged 498
		SP:Iteration 2F (135076.770000 sec): 3 clusters
  Score: Raw -693932.066483 + Penalty 2875.251763 = -691056.814720
  nChanged 356
		SP:Iteration 3F (135077.030000 sec): 3 clusters
  Score: Raw -694110.652610 + Penalty 2875.251763 = -691235.400847
  nChanged 309
		SP:Iteration 4Q (135077.270000 sec): 3 clusters
  Score: Raw -694250.659010 + Penalty 2875.251763 = -691375.407247
  nChanged 247
		SP:Iteration 5Q (135077.430000 sec): 3 clusters
  Score: Raw -694374.091521 + Penalty 2875.251763 = -691498.839758
  nChanged 259
		SP:Iteration 6Q (135077.680000 sec): 3 clusters
  Score: Raw -694518.263407 + Penalty 2875.251763 = -691643.011645
  nChanged 287
		SP:Iteration 7Q (135077.870000 sec): 3 clusters
  Score: Raw -694676.226712 + Penalty 2875.251763 = -691800.974950
  nChanged 266
		SP:Iteration 8Q (135078.070000 sec): 3 clusters
  Score: Raw -694813.754913 + Penalty 2875.251763 = -691938.503150
  nChanged 245
		SP:Iteration 9Q (135078.240000 sec): 3 clusters
  Score: Raw -694944.947011 + Penalty 2875.251763 = -692069.695249
  nChanged 220
		SP:Iteration 10Q (135078.470000 sec): 3 clusters
  Score: Raw -695068.472332 + Penalty 2875.251763 = -692193.220570
  nChanged 240
		SP:Iteration 11Q (135078.700000 sec): 3 clusters
  Score: Raw -695217.006532 + Penalty 2875.251763 = -692341.754770
  nChanged 225
		SP:Iteration 12Q (135078.890000 sec): 3 clusters
  Score: Raw -695358.338369 + Penalty 2875.251763 = -692483.086606
  nChanged 216
		SP:Iteration 13Q (135079.080000 sec): 3 clusters
  Score: Raw -695489.831480 + Penalty 2875.251763 = -692614.579718
  nChanged 221
		SP:Iteration 14Q (135079.290000 sec): 3 clusters
  Score: Raw -695637.975062 + Penalty 2875.251763 = -692762.723300
  nChanged 194
		SP:Iteration 15Q (135079.490000 sec): 3 clusters
  Score: Raw -695765.487062 + Penalty 2875.251763 = -692890.235300
  nChanged 170
		SP:Iteration 16Q (135079.720000 sec): 3 clusters
  Score: Raw -695871.885784 + Penalty 2875.251763 = -692996.634022
  nChanged 162
		SP:Iteration 17Q (135079.930000 sec): 3 clusters
  Score: Raw -695975.645206 + Penalty 2875.251763 = -693100.393443
  nChanged 142
		SP:Iteration 18Q (135080.130000 sec): 3 clusters
  Score: Raw -696094.190634 + Penalty 2875.251763 = -693218.938871
  nChanged 185
		SP:Iteration 19Q (135080.310000 sec): 3 clusters
  Score: Raw -696251.786868 + Penalty 2875.251763 = -693376.535105
  nChanged 175
		SP:Iteration 20F (135080.540000 sec): 3 clusters
  Score: Raw -696432.171465 + Penalty 2875.251763 = -693556.919702
  nChanged 174
		SP:Iteration 21Q (135080.760000 sec): 3 clusters
  Score: Raw -696592.850821 + Penalty 2875.251763 = -693717.599058
  nChanged 138
		SP:Iteration 22Q (135080.910000 sec): 3 clusters
  Score: Raw -696676.363582 + Penalty 2875.251763 = -693801.111819
  nChanged 69
		SP:Iteration 23Q (135081.120000 sec): 3 clusters
  Score: Raw -696704.891057 + Penalty 2875.251763 = -693829.639295
  nChanged 45
		SP:Iteration 24Q (135081.340000 sec): 3 clusters
  Score: Raw -696720.107971 + Penalty 2875.251763 = -693844.856208
  nChanged 38
		SP:Iteration 25Q (135081.540000 sec): 3 clusters
  Score: Raw -696731.004677 + Penalty 2875.251763 = -693855.752914
  nChanged 31
		SP:Iteration 26Q (135081.750000 sec): 3 clusters
  Score: Raw -696737.374683 + Penalty 2875.251763 = -693862.122921
  nChanged 16
		SP:Iteration 27Q (135081.980000 sec): 3 clusters
  Score: Raw -696740.675929 + Penalty 2875.251763 = -693865.424166
  nChanged 12
		SP:Iteration 28Q (135082.190000 sec): 3 clusters
  Score: Raw -696742.824917 + Penalty 2875.251763 = -693867.573155
  nChanged 10
		SP:Iteration 29Q (135082.430000 sec): 3 clusters
  Score: Raw -696744.398272 + Penalty 2875.251763 = -693869.146509
  nChanged 7
		SP:Iteration 30Q (135082.610000 sec): 3 clusters
  Score: Raw -696745.753077 + Penalty 2875.251763 = -693870.501314
  nChanged 5
		SP:Iteration 31Q (135082.770000 sec): 3 clusters
  Score: Raw -696746.429327 + Penalty 2875.251763 = -693871.177565
  nChanged 6
		SP:Iteration 32Q (135082.960000 sec): 3 clusters
  Score: Raw -696747.353044 + Penalty 2875.251763 = -693872.101282
  nChanged 5
		SP:Iteration 33Q (135083.140000 sec): 3 clusters
  Score: Raw -696748.313745 + Penalty 2875.251763 = -693873.061982
  nChanged 7
		SP:Iteration 34Q (135083.330000 sec): 3 clusters
  Score: Raw -696749.692020 + Penalty 2875.251763 = -693874.440257
  nChanged 3
		SP:Iteration 35Q (135083.530000 sec): 3 clusters
  Score: Raw -696750.142236 + Penalty 2875.251763 = -693874.890474
  nChanged 2
		SP:Iteration 36Q (135083.710000 sec): 3 clusters
  Score: Raw -696750.576859 + Penalty 2875.251763 = -693875.325096
  nChanged 2
		SP:Iteration 37Q (135083.930000 sec): 3 clusters
  Score: Raw -696750.825359 + Penalty 2875.251763 = -693875.573596
  nChanged 0
		SP:Iteration 38F (135084.090000 sec): 3 clusters
  Score: Raw -696750.825359 + Penalty 2875.251763 = -693875.573596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135084.230000 sec): 2 clusters
  Score: Raw -144387.985825 + Penalty 1167.871416 = -143220.114409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135084.380000 sec): 3 clusters
  Score: Raw -143899.976267 + Penalty 2335.742832 = -141564.233436
  nChanged 422
		SP:Iteration 1F (135084.610000 sec): 3 clusters
  Score: Raw -144173.634966 + Penalty 2335.742832 = -141837.892134
  nChanged 114
		SP:Iteration 2F (135084.790000 sec): 3 clusters
  Score: Raw -144263.851124 + Penalty 2335.742832 = -141928.108292
  nChanged 64
		SP:Iteration 3Q (135084.990000 sec): 3 clusters
  Score: Raw -144315.815370 + Penalty 2335.742832 = -141980.072538
  nChanged 49
		SP:Iteration 4Q (135085.190000 sec): 3 clusters
  Score: Raw -144361.249533 + Penalty 2335.742832 = -142025.506701
  nChanged 38
		SP:Iteration 5Q (135085.360000 sec): 3 clusters
  Score: Raw -144396.010225 + Penalty 2335.742832 = -142060.267394
  nChanged 27
		SP:Iteration 6Q (135085.560000 sec): 3 clusters
  Score: Raw -144411.901298 + Penalty 2335.742832 = -142076.158467
  nChanged 18
		SP:Iteration 7Q (135085.770000 sec): 3 clusters
  Score: Raw -144432.411195 + Penalty 2335.742832 = -142096.668364
  nChanged 23
		SP:Iteration 8Q (135085.950000 sec): 3 clusters
  Score: Raw -144453.267708 + Penalty 2335.742832 = -142117.524876
  nChanged 22
		SP:Iteration 9Q (135086.110000 sec): 3 clusters
  Score: Raw -144470.730965 + Penalty 2335.742832 = -142134.988134
  nChanged 24
		SP:Iteration 10Q (135086.320000 sec): 3 clusters
  Score: Raw -144492.046384 + Penalty 2335.742832 = -142156.303552
  nChanged 23
		SP:Iteration 11Q (135086.530000 sec): 3 clusters
  Score: Raw -144516.513917 + Penalty 2335.742832 = -142180.771086
  nChanged 23
		SP:Iteration 12Q (135086.680000 sec): 3 clusters
  Score: Raw -144534.604555 + Penalty 2335.742832 = -142198.861723
  nChanged 19
		SP:Iteration 13Q (135086.870000 sec): 3 clusters
  Score: Raw -144546.473852 + Penalty 2335.742832 = -142210.731020
  nChanged 17
		SP:Iteration 14Q (135087.050000 sec): 3 clusters
  Score: Raw -144559.463625 + Penalty 2335.742832 = -142223.720794
  nChanged 19
		SP:Iteration 15Q (135087.200000 sec): 3 clusters
  Score: Raw -144575.642405 + Penalty 2335.742832 = -142239.899574
  nChanged 13
		SP:Iteration 16Q (135087.370000 sec): 3 clusters
  Score: Raw -144583.829810 + Penalty 2335.742832 = -142248.086979
  nChanged 6
		SP:Iteration 17Q (135087.600000 sec): 3 clusters
  Score: Raw -144595.832047 + Penalty 2335.742832 = -142260.089216
  nChanged 12
		SP:Iteration 18Q (135087.790000 sec): 3 clusters
  Score: Raw -144604.439177 + Penalty 2335.742832 = -142268.696345
  nChanged 11
		SP:Iteration 19Q (135087.960000 sec): 3 clusters
  Score: Raw -144616.237499 + Penalty 2335.742832 = -142280.494667
  nChanged 9
		SP:Iteration 20F (135088.150000 sec): 3 clusters
  Score: Raw -144628.866507 + Penalty 2335.742832 = -142293.123676
  nChanged 15
		SP:Iteration 21Q (135088.330000 sec): 3 clusters
  Score: Raw -144648.121229 + Penalty 2335.742832 = -142312.378397
  nChanged 17
		SP:Iteration 22Q (135088.470000 sec): 3 clusters
  Score: Raw -144662.836425 + Penalty 2335.742832 = -142327.093593
  nChanged 22
		SP:Iteration 23Q (135088.640000 sec): 3 clusters
  Score: Raw -144685.222331 + Penalty 2335.742832 = -142349.479499
  nChanged 16
		SP:Iteration 24Q (135088.830000 sec): 3 clusters
  Score: Raw -144697.452112 + Penalty 2335.742832 = -142361.709280
  nChanged 8
		SP:Iteration 25Q (135088.980000 sec): 3 clusters
  Score: Raw -144704.140501 + Penalty 2335.742832 = -142368.397669
  nChanged 3
		SP:Iteration 26Q (135089.130000 sec): 3 clusters
  Score: Raw -144707.703076 + Penalty 2335.742832 = -142371.960244
  nChanged 5
		SP:Iteration 27Q (135089.260000 sec): 3 clusters
  Score: Raw -144712.937235 + Penalty 2335.742832 = -142377.194403
  nChanged 2
		SP:Iteration 28Q (135089.440000 sec): 3 clusters
  Score: Raw -144714.265340 + Penalty 2335.742832 = -142378.522508
  nChanged 1
		SP:Iteration 29Q (135089.580000 sec): 3 clusters
  Score: Raw -144715.236381 + Penalty 2335.742832 = -142379.493549
  nChanged 0
		SP:Iteration 30F (135089.720000 sec): 3 clusters
  Score: Raw -144715.236381 + Penalty 2335.742832 = -142379.493549
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (107431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135090.240000 sec): 2 clusters
  Score: Raw -11077469.245665 + Penalty 1882.498160 = -11075586.747506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135090.850000 sec): 3 clusters
  Score: Raw -11007460.404591 + Penalty 3764.996320 = -11003695.408271
  nChanged 51759
		SP:Iteration 1F (135091.490000 sec): 3 clusters
  Score: Raw -11038784.312784 + Penalty 3764.996320 = -11035019.316464
  nChanged 4578
		SP:Iteration 2Q (135092.170000 sec): 3 clusters
  Score: Raw -11040408.900533 + Penalty 3764.996320 = -11036643.904214
  nChanged 5003
		SP:Iteration 3Q (135092.810000 sec): 3 clusters
  Score: Raw -11042485.456651 + Penalty 3764.996320 = -11038720.460331
  nChanged 5546
		SP:Iteration 4F (135093.500000 sec): 3 clusters
  Score: Raw -11045187.301862 + Penalty 3764.996320 = -11041422.305542
  nChanged 5981
		SP:Iteration 5F (135094.140000 sec): 3 clusters
  Score: Raw -11048490.840688 + Penalty 3764.996320 = -11044725.844368
  nChanged 6320
		SP:Iteration 6F (135094.790000 sec): 3 clusters
  Score: Raw -11052384.683266 + Penalty 3764.996320 = -11048619.686947
  nChanged 6230
		SP:Iteration 7F (135095.400000 sec): 3 clusters
  Score: Raw -11056350.209772 + Penalty 3764.996320 = -11052585.213453
  nChanged 5600
		SP:Iteration 8F (135096.010000 sec): 3 clusters
  Score: Raw -11059609.404700 + Penalty 3764.996320 = -11055844.408380
  nChanged 4558
		SP:Iteration 9Q (135096.600000 sec): 3 clusters
  Score: Raw -11061644.267877 + Penalty 3764.996320 = -11057879.271557
  nChanged 3135
		SP:Iteration 10Q (135097.210000 sec): 3 clusters
  Score: Raw -11062538.956930 + Penalty 3764.996320 = -11058773.960610
  nChanged 1926
		SP:Iteration 11Q (135097.830000 sec): 3 clusters
  Score: Raw -11062950.026769 + Penalty 3764.996320 = -11059185.030450
  nChanged 1365
		SP:Iteration 12Q (135098.420000 sec): 3 clusters
  Score: Raw -11063221.285393 + Penalty 3764.996320 = -11059456.289074
  nChanged 1219
		SP:Iteration 13Q (135099.030000 sec): 3 clusters
  Score: Raw -11063460.935865 + Penalty 3764.996320 = -11059695.939546
  nChanged 1213
		SP:Iteration 14Q (135099.640000 sec): 3 clusters
  Score: Raw -11063706.808285 + Penalty 3764.996320 = -11059941.811965
  nChanged 1267
		SP:Iteration 15Q (135100.260000 sec): 3 clusters
  Score: Raw -11063971.414468 + Penalty 3764.996320 = -11060206.418149
  nChanged 1353
		SP:Iteration 16Q (135100.860000 sec): 3 clusters
  Score: Raw -11064260.156327 + Penalty 3764.996320 = -11060495.160008
  nChanged 1465
		SP:Iteration 17Q (135101.520000 sec): 3 clusters
  Score: Raw -11064608.988296 + Penalty 3764.996320 = -11060843.991977
  nChanged 1590
		SP:Iteration 18Q (135102.130000 sec): 3 clusters
  Score: Raw -11065024.103993 + Penalty 3764.996320 = -11061259.107673
  nChanged 1713
		SP:Iteration 19Q (135102.760000 sec): 3 clusters
  Score: Raw -11065515.794608 + Penalty 3764.996320 = -11061750.798289
  nChanged 1891
		SP:Iteration 20F (135103.380000 sec): 3 clusters
  Score: Raw -11066089.519952 + Penalty 3764.996320 = -11062324.523633
  nChanged 1890
		SP:Iteration 21Q (135103.980000 sec): 3 clusters
  Score: Raw -11066697.193971 + Penalty 3764.996320 = -11062932.197651
  nChanged 1964
		SP:Iteration 22Q (135104.610000 sec): 3 clusters
  Score: Raw -11067371.555940 + Penalty 3764.996320 = -11063606.559620
  nChanged 2004
		SP:Iteration 23Q (135105.240000 sec): 3 clusters
  Score: Raw -11068100.084498 + Penalty 3764.996320 = -11064335.088178
  nChanged 2040
		SP:Iteration 24Q (135105.850000 sec): 3 clusters
  Score: Raw -11068877.117678 + Penalty 3764.996320 = -11065112.121359
  nChanged 2008
		SP:Iteration 25Q (135106.440000 sec): 3 clusters
  Score: Raw -11069665.860807 + Penalty 3764.996320 = -11065900.864487
  nChanged 1965
		SP:Iteration 26Q (135107.080000 sec): 3 clusters
  Score: Raw -11070450.095971 + Penalty 3764.996320 = -11066685.099651
  nChanged 1920
		SP:Iteration 27Q (135107.670000 sec): 3 clusters
  Score: Raw -11071244.205401 + Penalty 3764.996320 = -11067479.209082
  nChanged 1800
		SP:Iteration 28Q (135108.320000 sec): 3 clusters
  Score: Raw -11071992.458783 + Penalty 3764.996320 = -11068227.462463
  nChanged 1663
		SP:Iteration 29Q (135108.970000 sec): 3 clusters
  Score: Raw -11072725.298911 + Penalty 3764.996320 = -11068960.302591
  nChanged 1620
		SP:Iteration 30Q (135109.600000 sec): 3 clusters
  Score: Raw -11073467.039411 + Penalty 3764.996320 = -11069702.043092
  nChanged 1515
		SP:Iteration 31Q (135110.170000 sec): 3 clusters
  Score: Raw -11074194.400578 + Penalty 3764.996320 = -11070429.404259
  nChanged 1371
		SP:Iteration 32Q (135110.780000 sec): 3 clusters
  Score: Raw -11074893.260309 + Penalty 3764.996320 = -11071128.263990
  nChanged 1237
		SP:Iteration 33Q (135111.360000 sec): 3 clusters
  Score: Raw -11075543.923188 + Penalty 3764.996320 = -11071778.926869
  nChanged 1113
		SP:Iteration 34Q (135111.950000 sec): 3 clusters
  Score: Raw -11076144.711997 + Penalty 3764.996320 = -11072379.715677
  nChanged 918
		SP:Iteration 35Q (135112.500000 sec): 3 clusters
  Score: Raw -11076656.913190 + Penalty 3764.996320 = -11072891.916870
  nChanged 787
		SP:Iteration 36Q (135112.980000 sec): 3 clusters
  Score: Raw -11077078.525515 + Penalty 3764.996320 = -11073313.529196
  nChanged 619
		SP:Iteration 37Q (135113.540000 sec): 3 clusters
  Score: Raw -11077382.367787 + Penalty 3764.996320 = -11073617.371468
  nChanged 504
		SP:Iteration 38Q (135114.130000 sec): 3 clusters
  Score: Raw -11077582.402140 + Penalty 3764.996320 = -11073817.405820
  nChanged 390
		SP:Iteration 39Q (135114.700000 sec): 3 clusters
  Score: Raw -11077725.399373 + Penalty 3764.996320 = -11073960.403053
  nChanged 325
		SP:Iteration 40F (135115.320000 sec): 3 clusters
  Score: Raw -11077892.063270 + Penalty 3764.996320 = -11074127.066951
  nChanged 330
		SP:Iteration 41Q (135115.890000 sec): 3 clusters
  Score: Raw -11078035.850327 + Penalty 3764.996320 = -11074270.854007
  nChanged 272
		SP:Iteration 42Q (135116.420000 sec): 3 clusters
  Score: Raw -11078123.021269 + Penalty 3764.996320 = -11074358.024949
  nChanged 238
		SP:Iteration 43Q (135116.980000 sec): 3 clusters
  Score: Raw -11078189.258264 + Penalty 3764.996320 = -11074424.261945
  nChanged 207
		SP:Iteration 44Q (135117.520000 sec): 3 clusters
  Score: Raw -11078240.889973 + Penalty 3764.996320 = -11074475.893654
  nChanged 175
		SP:Iteration 45Q (135118.040000 sec): 3 clusters
  Score: Raw -11078284.756776 + Penalty 3764.996320 = -11074519.760457
  nChanged 159
		SP:Iteration 46Q (135118.540000 sec): 3 clusters
  Score: Raw -11078326.732368 + Penalty 3764.996320 = -11074561.736048
  nChanged 122
		SP:Iteration 47Q (135119.030000 sec): 3 clusters
  Score: Raw -11078360.346524 + Penalty 3764.996320 = -11074595.350205
  nChanged 108
		SP:Iteration 48Q (135119.480000 sec): 3 clusters
  Score: Raw -11078386.236953 + Penalty 3764.996320 = -11074621.240634
  nChanged 107
		SP:Iteration 49Q (135120.020000 sec): 3 clusters
  Score: Raw -11078409.964265 + Penalty 3764.996320 = -11074644.967946
  nChanged 84
		SP:Iteration 50Q (135120.570000 sec): 3 clusters
  Score: Raw -11078427.063134 + Penalty 3764.996320 = -11074662.066815
  nChanged 70
		SP:Iteration 51Q (135121.130000 sec): 3 clusters
  Score: Raw -11078437.747898 + Penalty 3764.996320 = -11074672.751578
  nChanged 47
		SP:Iteration 52Q (135121.690000 sec): 3 clusters
  Score: Raw -11078444.670435 + Penalty 3764.996320 = -11074679.674115
  nChanged 39
		SP:Iteration 53Q (135122.240000 sec): 3 clusters
  Score: Raw -11078452.542541 + Penalty 3764.996320 = -11074687.546221
  nChanged 43
		SP:Iteration 54Q (135122.830000 sec): 3 clusters
  Score: Raw -11078461.245204 + Penalty 3764.996320 = -11074696.248885
  nChanged 49
		SP:Iteration 55Q (135123.400000 sec): 3 clusters
  Score: Raw -11078471.863899 + Penalty 3764.996320 = -11074706.867579
  nChanged 56
		SP:Iteration 56Q (135123.980000 sec): 3 clusters
  Score: Raw -11078482.328895 + Penalty 3764.996320 = -11074717.332575
  nChanged 54
		SP:Iteration 57Q (135124.540000 sec): 3 clusters
  Score: Raw -11078491.194154 + Penalty 3764.996320 = -11074726.197835
  nChanged 42
		SP:Iteration 58Q (135125.070000 sec): 3 clusters
  Score: Raw -11078497.409897 + Penalty 3764.996320 = -11074732.413577
  nChanged 32
		SP:Iteration 59Q (135125.620000 sec): 3 clusters
  Score: Raw -11078501.809548 + Penalty 3764.996320 = -11074736.813229
  nChanged 23
		SP:Iteration 60F (135126.180000 sec): 3 clusters
  Score: Raw -11078505.395162 + Penalty 3764.996320 = -11074740.398843
  nChanged 25
		SP:Iteration 61Q (135126.750000 sec): 3 clusters
  Score: Raw -11078508.736353 + Penalty 3764.996320 = -11074743.740033
  nChanged 18
		SP:Iteration 62Q (135127.310000 sec): 3 clusters
  Score: Raw -11078510.904217 + Penalty 3764.996320 = -11074745.907898
  nChanged 19
		SP:Iteration 63Q (135127.850000 sec): 3 clusters
  Score: Raw -11078513.233465 + Penalty 3764.996320 = -11074748.237145
  nChanged 15
		SP:Iteration 64Q (135128.380000 sec): 3 clusters
  Score: Raw -11078515.213183 + Penalty 3764.996320 = -11074750.216863
  nChanged 17
		SP:Iteration 65Q (135128.890000 sec): 3 clusters
  Score: Raw -11078517.838017 + Penalty 3764.996320 = -11074752.841698
  nChanged 22
		SP:Iteration 66Q (135129.430000 sec): 3 clusters
  Score: Raw -11078520.796119 + Penalty 3764.996320 = -11074755.799800
  nChanged 19
		SP:Iteration 67Q (135130.020000 sec): 3 clusters
  Score: Raw -11078523.372761 + Penalty 3764.996320 = -11074758.376442
  nChanged 20
		SP:Iteration 68Q (135130.570000 sec): 3 clusters
  Score: Raw -11078526.882629 + Penalty 3764.996320 = -11074761.886310
  nChanged 18
		SP:Iteration 69Q (135131.080000 sec): 3 clusters
  Score: Raw -11078529.171712 + Penalty 3764.996320 = -11074764.175393
  nChanged 11
		SP:Iteration 70Q (135131.590000 sec): 3 clusters
  Score: Raw -11078530.344503 + Penalty 3764.996320 = -11074765.348184
  nChanged 6
		SP:Iteration 71Q (135132.120000 sec): 3 clusters
  Score: Raw -11078530.992587 + Penalty 3764.996320 = -11074765.996267
  nChanged 6
		SP:Iteration 72Q (135132.690000 sec): 3 clusters
  Score: Raw -11078531.536436 + Penalty 3764.996320 = -11074766.540116
  nChanged 5
		SP:Iteration 73Q (135133.210000 sec): 3 clusters
  Score: Raw -11078532.011413 + Penalty 3764.996320 = -11074767.015094
  nChanged 5
		SP:Iteration 74Q (135133.690000 sec): 3 clusters
  Score: Raw -11078532.453494 + Penalty 3764.996320 = -11074767.457174
  nChanged 4
		SP:Iteration 75Q (135134.160000 sec): 3 clusters
  Score: Raw -11078532.727935 + Penalty 3764.996320 = -11074767.731615
  nChanged 3
		SP:Iteration 76Q (135134.670000 sec): 3 clusters
  Score: Raw -11078532.911800 + Penalty 3764.996320 = -11074767.915481
  nChanged 3
		SP:Iteration 77Q (135135.190000 sec): 3 clusters
  Score: Raw -11078533.150226 + Penalty 3764.996320 = -11074768.153907
  nChanged 1
		SP:Iteration 78Q (135135.720000 sec): 3 clusters
  Score: Raw -11078533.207733 + Penalty 3764.996320 = -11074768.211413
  nChanged 1
		SP:Iteration 79Q (135136.280000 sec): 3 clusters
  Score: Raw -11078533.266672 + Penalty 3764.996320 = -11074768.270353
  nChanged 0
		SP:Iteration 80F (135136.910000 sec): 3 clusters
  Score: Raw -11078533.266672 + Penalty 3764.996320 = -11074768.270353
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135137.060000 sec): 2 clusters
  Score: Raw -304372.785059 + Penalty 1305.416778 = -303067.368281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135137.280000 sec): 3 clusters
  Score: Raw -302904.713219 + Penalty 2610.833555 = -300293.879664
  nChanged 1200
		SP:Iteration 1F (135137.480000 sec): 3 clusters
  Score: Raw -303656.714541 + Penalty 2610.833555 = -301045.880986
  nChanged 251
		SP:Iteration 2F (135137.660000 sec): 3 clusters
  Score: Raw -303838.064274 + Penalty 2610.833555 = -301227.230719
  nChanged 165
		SP:Iteration 3F (135137.840000 sec): 3 clusters
  Score: Raw -303949.804523 + Penalty 2610.833555 = -301338.970968
  nChanged 128
		SP:Iteration 4Q (135138.020000 sec): 3 clusters
  Score: Raw -304029.343130 + Penalty 2610.833555 = -301418.509575
  nChanged 96
		SP:Iteration 5Q (135138.220000 sec): 3 clusters
  Score: Raw -304090.252042 + Penalty 2610.833555 = -301479.418487
  nChanged 91
		SP:Iteration 6Q (135138.410000 sec): 3 clusters
  Score: Raw -304147.322355 + Penalty 2610.833555 = -301536.488799
  nChanged 75
		SP:Iteration 7Q (135138.560000 sec): 3 clusters
  Score: Raw -304192.908791 + Penalty 2610.833555 = -301582.075235
  nChanged 72
		SP:Iteration 8Q (135138.770000 sec): 3 clusters
  Score: Raw -304224.533687 + Penalty 2610.833555 = -301613.700132
  nChanged 46
		SP:Iteration 9Q (135138.960000 sec): 3 clusters
  Score: Raw -304246.982208 + Penalty 2610.833555 = -301636.148653
  nChanged 46
		SP:Iteration 10Q (135139.150000 sec): 3 clusters
  Score: Raw -304269.121608 + Penalty 2610.833555 = -301658.288052
  nChanged 36
		SP:Iteration 11Q (135139.300000 sec): 3 clusters
  Score: Raw -304284.662300 + Penalty 2610.833555 = -301673.828745
  nChanged 34
		SP:Iteration 12Q (135139.500000 sec): 3 clusters
  Score: Raw -304300.516616 + Penalty 2610.833555 = -301689.683060
  nChanged 38
		SP:Iteration 13Q (135139.670000 sec): 3 clusters
  Score: Raw -304314.583095 + Penalty 2610.833555 = -301703.749540
  nChanged 31
		SP:Iteration 14Q (135139.900000 sec): 3 clusters
  Score: Raw -304327.012415 + Penalty 2610.833555 = -301716.178859
  nChanged 24
		SP:Iteration 15Q (135140.120000 sec): 3 clusters
  Score: Raw -304338.697006 + Penalty 2610.833555 = -301727.863450
  nChanged 23
		SP:Iteration 16Q (135140.350000 sec): 3 clusters
  Score: Raw -304347.027655 + Penalty 2610.833555 = -301736.194100
  nChanged 24
		SP:Iteration 17Q (135140.590000 sec): 3 clusters
  Score: Raw -304355.901292 + Penalty 2610.833555 = -301745.067737
  nChanged 16
		SP:Iteration 18Q (135140.840000 sec): 3 clusters
  Score: Raw -304364.844523 + Penalty 2610.833555 = -301754.010968
  nChanged 25
		SP:Iteration 19Q (135141.020000 sec): 3 clusters
  Score: Raw -304377.721867 + Penalty 2610.833555 = -301766.888312
  nChanged 25
		SP:Iteration 20F (135141.260000 sec): 3 clusters
  Score: Raw -304386.802440 + Penalty 2610.833555 = -301775.968885
  nChanged 21
		SP:Iteration 21Q (135141.400000 sec): 3 clusters
  Score: Raw -304394.998622 + Penalty 2610.833555 = -301784.165067
  nChanged 18
		SP:Iteration 22Q (135141.620000 sec): 3 clusters
  Score: Raw -304402.988175 + Penalty 2610.833555 = -301792.154620
  nChanged 19
		SP:Iteration 23Q (135141.770000 sec): 3 clusters
  Score: Raw -304408.851243 + Penalty 2610.833555 = -301798.017688
  nChanged 16
		SP:Iteration 24Q (135141.920000 sec): 3 clusters
  Score: Raw -304415.144300 + Penalty 2610.833555 = -301804.310745
  nChanged 22
		SP:Iteration 25Q (135142.100000 sec): 3 clusters
  Score: Raw -304425.419380 + Penalty 2610.833555 = -301814.585825
  nChanged 25
		SP:Iteration 26Q (135142.260000 sec): 3 clusters
  Score: Raw -304434.721272 + Penalty 2610.833555 = -301823.887717
  nChanged 20
		SP:Iteration 27Q (135142.370000 sec): 3 clusters
  Score: Raw -304441.365715 + Penalty 2610.833555 = -301830.532160
  nChanged 18
		SP:Iteration 28Q (135142.550000 sec): 3 clusters
  Score: Raw -304449.224389 + Penalty 2610.833555 = -301838.390834
  nChanged 21
		SP:Iteration 29Q (135142.670000 sec): 3 clusters
  Score: Raw -304458.003354 + Penalty 2610.833555 = -301847.169799
  nChanged 23
		SP:Iteration 30Q (135142.830000 sec): 3 clusters
  Score: Raw -304470.273886 + Penalty 2610.833555 = -301859.440331
  nChanged 28
		SP:Iteration 31Q (135143.030000 sec): 3 clusters
  Score: Raw -304487.288810 + Penalty 2610.833555 = -301876.455255
  nChanged 35
		SP:Iteration 32Q (135143.170000 sec): 3 clusters
  Score: Raw -304502.034014 + Penalty 2610.833555 = -301891.200459
  nChanged 24
		SP:Iteration 33Q (135143.340000 sec): 3 clusters
  Score: Raw -304509.047222 + Penalty 2610.833555 = -301898.213667
  nChanged 16
		SP:Iteration 34Q (135143.480000 sec): 3 clusters
  Score: Raw -304514.102331 + Penalty 2610.833555 = -301903.268776
  nChanged 13
		SP:Iteration 35Q (135143.620000 sec): 3 clusters
  Score: Raw -304519.352100 + Penalty 2610.833555 = -301908.518545
  nChanged 15
		SP:Iteration 36Q (135143.780000 sec): 3 clusters
  Score: Raw -304523.909291 + Penalty 2610.833555 = -301913.075736
  nChanged 6
		SP:Iteration 37Q (135143.950000 sec): 3 clusters
  Score: Raw -304525.840719 + Penalty 2610.833555 = -301915.007164
  nChanged 2
		SP:Iteration 38Q (135144.220000 sec): 3 clusters
  Score: Raw -304526.178099 + Penalty 2610.833555 = -301915.344544
  nChanged 1
		SP:Iteration 39Q (135144.370000 sec): 3 clusters
  Score: Raw -304526.244217 + Penalty 2610.833555 = -301915.410662
  nChanged 1
		SP:Iteration 40F (135144.540000 sec): 3 clusters
  Score: Raw -304526.675974 + Penalty 2610.833555 = -301915.842419
  nChanged 1
		SP:Iteration 41Q (135144.710000 sec): 3 clusters
  Score: Raw -304526.996269 + Penalty 2610.833555 = -301916.162713
  nChanged 1
		SP:Iteration 42Q (135144.900000 sec): 3 clusters
  Score: Raw -304527.350595 + Penalty 2610.833555 = -301916.517040
  nChanged 1
		SP:Iteration 43Q (135145.040000 sec): 3 clusters
  Score: Raw -304527.748506 + Penalty 2610.833555 = -301916.914951
  nChanged 0
		SP:Iteration 44F (135145.250000 sec): 3 clusters
  Score: Raw -304527.748506 + Penalty 2610.833555 = -301916.914951
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135145.340000 sec): 2 clusters
  Score: Raw -208602.689926 + Penalty 1243.307029 = -207359.382898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135145.520000 sec): 3 clusters
  Score: Raw -207749.376512 + Penalty 2486.614057 = -205262.762455
  nChanged 736
		SP:Iteration 1F (135145.710000 sec): 3 clusters
  Score: Raw -208315.588377 + Penalty 2486.614057 = -205828.974320
  nChanged 186
		SP:Iteration 2F (135145.910000 sec): 3 clusters
  Score: Raw -208539.497737 + Penalty 2486.614057 = -206052.883680
  nChanged 142
		SP:Iteration 3F (135146.150000 sec): 3 clusters
  Score: Raw -208703.512911 + Penalty 2486.614057 = -206216.898854
  nChanged 105
		SP:Iteration 4Q (135146.320000 sec): 3 clusters
  Score: Raw -208796.235786 + Penalty 2486.614057 = -206309.621729
  nChanged 77
		SP:Iteration 5Q (135146.530000 sec): 3 clusters
  Score: Raw -208868.178359 + Penalty 2486.614057 = -206381.564302
  nChanged 66
		SP:Iteration 6Q (135146.740000 sec): 3 clusters
  Score: Raw -208938.620317 + Penalty 2486.614057 = -206452.006260
  nChanged 60
		SP:Iteration 7Q (135146.910000 sec): 3 clusters
  Score: Raw -208994.172970 + Penalty 2486.614057 = -206507.558913
  nChanged 56
		SP:Iteration 8Q (135147.090000 sec): 3 clusters
  Score: Raw -209032.796290 + Penalty 2486.614057 = -206546.182232
  nChanged 37
		SP:Iteration 9Q (135147.290000 sec): 3 clusters
  Score: Raw -209056.866665 + Penalty 2486.614057 = -206570.252608
  nChanged 25
		SP:Iteration 10Q (135147.490000 sec): 3 clusters
  Score: Raw -209072.311080 + Penalty 2486.614057 = -206585.697023
  nChanged 19
		SP:Iteration 11Q (135147.640000 sec): 3 clusters
  Score: Raw -209084.298167 + Penalty 2486.614057 = -206597.684110
  nChanged 22
		SP:Iteration 12Q (135147.870000 sec): 3 clusters
  Score: Raw -209098.182845 + Penalty 2486.614057 = -206611.568788
  nChanged 21
		SP:Iteration 13Q (135148.040000 sec): 3 clusters
  Score: Raw -209109.286372 + Penalty 2486.614057 = -206622.672315
  nChanged 17
		SP:Iteration 14Q (135148.230000 sec): 3 clusters
  Score: Raw -209125.649569 + Penalty 2486.614057 = -206639.035511
  nChanged 23
		SP:Iteration 15Q (135148.410000 sec): 3 clusters
  Score: Raw -209143.412725 + Penalty 2486.614057 = -206656.798668
  nChanged 23
		SP:Iteration 16Q (135148.620000 sec): 3 clusters
  Score: Raw -209158.866947 + Penalty 2486.614057 = -206672.252889
  nChanged 22
		SP:Iteration 17Q (135148.810000 sec): 3 clusters
  Score: Raw -209172.789209 + Penalty 2486.614057 = -206686.175152
  nChanged 22
		SP:Iteration 18Q (135148.980000 sec): 3 clusters
  Score: Raw -209187.606419 + Penalty 2486.614057 = -206700.992362
  nChanged 18
		SP:Iteration 19Q (135149.160000 sec): 3 clusters
  Score: Raw -209197.436468 + Penalty 2486.614057 = -206710.822411
  nChanged 18
		SP:Iteration 20F (135149.360000 sec): 3 clusters
  Score: Raw -209209.354534 + Penalty 2486.614057 = -206722.740477
  nChanged 15
		SP:Iteration 21Q (135149.540000 sec): 3 clusters
  Score: Raw -209219.538772 + Penalty 2486.614057 = -206732.924714
  nChanged 11
		SP:Iteration 22Q (135149.680000 sec): 3 clusters
  Score: Raw -209226.366941 + Penalty 2486.614057 = -206739.752883
  nChanged 11
		SP:Iteration 23Q (135149.850000 sec): 3 clusters
  Score: Raw -209233.139039 + Penalty 2486.614057 = -206746.524981
  nChanged 6
		SP:Iteration 24Q (135150.040000 sec): 3 clusters
  Score: Raw -209236.495120 + Penalty 2486.614057 = -206749.881063
  nChanged 6
		SP:Iteration 25Q (135150.250000 sec): 3 clusters
  Score: Raw -209240.394606 + Penalty 2486.614057 = -206753.780549
  nChanged 10
		SP:Iteration 26Q (135150.400000 sec): 3 clusters
  Score: Raw -209246.391600 + Penalty 2486.614057 = -206759.777543
  nChanged 9
		SP:Iteration 27Q (135150.560000 sec): 3 clusters
  Score: Raw -209250.239562 + Penalty 2486.614057 = -206763.625505
  nChanged 8
		SP:Iteration 28Q (135150.810000 sec): 3 clusters
  Score: Raw -209255.448436 + Penalty 2486.614057 = -206768.834379
  nChanged 8
		SP:Iteration 29Q (135150.980000 sec): 3 clusters
  Score: Raw -209260.865866 + Penalty 2486.614057 = -206774.251809
  nChanged 9
		SP:Iteration 30Q (135151.150000 sec): 3 clusters
  Score: Raw -209270.018448 + Penalty 2486.614057 = -206783.404391
  nChanged 10
		SP:Iteration 31Q (135151.380000 sec): 3 clusters
  Score: Raw -209276.724499 + Penalty 2486.614057 = -206790.110442
  nChanged 8
		SP:Iteration 32Q (135151.580000 sec): 3 clusters
  Score: Raw -209282.307136 + Penalty 2486.614057 = -206795.693079
  nChanged 7
		SP:Iteration 33Q (135151.790000 sec): 3 clusters
  Score: Raw -209286.939698 + Penalty 2486.614057 = -206800.325641
  nChanged 4
		SP:Iteration 34Q (135151.990000 sec): 3 clusters
  Score: Raw -209289.824935 + Penalty 2486.614057 = -206803.210877
  nChanged 3
		SP:Iteration 35Q (135152.230000 sec): 3 clusters
  Score: Raw -209293.762621 + Penalty 2486.614057 = -206807.148564
  nChanged 6
		SP:Iteration 36Q (135152.470000 sec): 3 clusters
  Score: Raw -209297.516122 + Penalty 2486.614057 = -206810.902065
  nChanged 3
		SP:Iteration 37Q (135152.680000 sec): 3 clusters
  Score: Raw -209298.650516 + Penalty 2486.614057 = -206812.036459
  nChanged 2
		SP:Iteration 38Q (135152.910000 sec): 3 clusters
  Score: Raw -209299.260941 + Penalty 2486.614057 = -206812.646883
  nChanged 2
		SP:Iteration 39Q (135153.130000 sec): 3 clusters
  Score: Raw -209300.224394 + Penalty 2486.614057 = -206813.610337
  nChanged 0
		SP:Iteration 40F (135153.350000 sec): 3 clusters
  Score: Raw -209300.224394 + Penalty 2486.614057 = -206813.610337
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135153.470000 sec): 2 clusters
  Score: Raw -792000.845284 + Penalty 1449.258915 = -790551.586368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135153.710000 sec): 3 clusters
  Score: Raw -787905.887000 + Penalty 2898.517830 = -785007.369170
  nChanged 3165
		SP:Iteration 1F (135153.920000 sec): 3 clusters
  Score: Raw -789636.017083 + Penalty 2898.517830 = -786737.499253
  nChanged 485
		SP:Iteration 2F (135154.180000 sec): 3 clusters
  Score: Raw -789919.025611 + Penalty 2898.517830 = -787020.507781
  nChanged 435
		SP:Iteration 3F (135154.360000 sec): 3 clusters
  Score: Raw -790181.202339 + Penalty 2898.517830 = -787282.684509
  nChanged 438
		SP:Iteration 4F (135154.600000 sec): 3 clusters
  Score: Raw -790488.447870 + Penalty 2898.517830 = -787589.930040
  nChanged 439
		SP:Iteration 5F (135154.830000 sec): 3 clusters
  Score: Raw -790804.531465 + Penalty 2898.517830 = -787906.013635
  nChanged 435
		SP:Iteration 6F (135155.030000 sec): 3 clusters
  Score: Raw -791178.662383 + Penalty 2898.517830 = -788280.144553
  nChanged 456
		SP:Iteration 7F (135155.240000 sec): 3 clusters
  Score: Raw -791611.009279 + Penalty 2898.517830 = -788712.491449
  nChanged 429
		SP:Iteration 8F (135155.420000 sec): 3 clusters
  Score: Raw -791963.559007 + Penalty 2898.517830 = -789065.041176
  nChanged 343
		SP:Iteration 9Q (135155.590000 sec): 3 clusters
  Score: Raw -792162.826555 + Penalty 2898.517830 = -789264.308725
  nChanged 243
		SP:Iteration 10Q (135155.820000 sec): 3 clusters
  Score: Raw -792266.519413 + Penalty 2898.517830 = -789368.001583
  nChanged 149
		SP:Iteration 11Q (135156.020000 sec): 3 clusters
  Score: Raw -792318.453961 + Penalty 2898.517830 = -789419.936131
  nChanged 108
		SP:Iteration 12Q (135156.260000 sec): 3 clusters
  Score: Raw -792349.857361 + Penalty 2898.517830 = -789451.339531
  nChanged 83
		SP:Iteration 13Q (135156.480000 sec): 3 clusters
  Score: Raw -792371.469865 + Penalty 2898.517830 = -789472.952035
  nChanged 62
		SP:Iteration 14Q (135156.690000 sec): 3 clusters
  Score: Raw -792386.054396 + Penalty 2898.517830 = -789487.536566
  nChanged 41
		SP:Iteration 15Q (135156.880000 sec): 3 clusters
  Score: Raw -792394.128676 + Penalty 2898.517830 = -789495.610846
  nChanged 37
		SP:Iteration 16Q (135157.130000 sec): 3 clusters
  Score: Raw -792400.653781 + Penalty 2898.517830 = -789502.135951
  nChanged 28
		SP:Iteration 17Q (135157.340000 sec): 3 clusters
  Score: Raw -792405.512214 + Penalty 2898.517830 = -789506.994383
  nChanged 20
		SP:Iteration 18Q (135157.560000 sec): 3 clusters
  Score: Raw -792409.688101 + Penalty 2898.517830 = -789511.170270
  nChanged 29
		SP:Iteration 19Q (135157.820000 sec): 3 clusters
  Score: Raw -792414.636735 + Penalty 2898.517830 = -789516.118905
  nChanged 23
		SP:Iteration 20F (135158.020000 sec): 3 clusters
  Score: Raw -792418.354308 + Penalty 2898.517830 = -789519.836478
  nChanged 17
		SP:Iteration 21Q (135158.230000 sec): 3 clusters
  Score: Raw -792420.963540 + Penalty 2898.517830 = -789522.445710
  nChanged 12
		SP:Iteration 22Q (135158.430000 sec): 3 clusters
  Score: Raw -792423.062812 + Penalty 2898.517830 = -789524.544982
  nChanged 10
		SP:Iteration 23Q (135158.680000 sec): 3 clusters
  Score: Raw -792424.663911 + Penalty 2898.517830 = -789526.146081
  nChanged 6
		SP:Iteration 24Q (135158.900000 sec): 3 clusters
  Score: Raw -792425.728116 + Penalty 2898.517830 = -789527.210285
  nChanged 10
		SP:Iteration 25Q (135159.090000 sec): 3 clusters
  Score: Raw -792427.702498 + Penalty 2898.517830 = -789529.184668
  nChanged 8
		SP:Iteration 26Q (135159.360000 sec): 3 clusters
  Score: Raw -792429.054751 + Penalty 2898.517830 = -789530.536921
  nChanged 9
		SP:Iteration 27Q (135159.630000 sec): 3 clusters
  Score: Raw -792430.372890 + Penalty 2898.517830 = -789531.855060
  nChanged 4
		SP:Iteration 28Q (135159.930000 sec): 3 clusters
  Score: Raw -792430.797057 + Penalty 2898.517830 = -789532.279227
  nChanged 8
		SP:Iteration 29Q (135160.140000 sec): 3 clusters
  Score: Raw -792432.395768 + Penalty 2898.517830 = -789533.877938
  nChanged 7
		SP:Iteration 30Q (135160.390000 sec): 3 clusters
  Score: Raw -792433.405835 + Penalty 2898.517830 = -789534.888005
  nChanged 6
		SP:Iteration 31Q (135160.620000 sec): 3 clusters
  Score: Raw -792434.232360 + Penalty 2898.517830 = -789535.714530
  nChanged 6
		SP:Iteration 32Q (135160.840000 sec): 3 clusters
  Score: Raw -792434.876812 + Penalty 2898.517830 = -789536.358981
  nChanged 4
		SP:Iteration 33Q (135161.070000 sec): 3 clusters
  Score: Raw -792435.407723 + Penalty 2898.517830 = -789536.889893
  nChanged 5
		SP:Iteration 34Q (135161.270000 sec): 3 clusters
  Score: Raw -792435.872339 + Penalty 2898.517830 = -789537.354509
  nChanged 3
		SP:Iteration 35Q (135161.490000 sec): 3 clusters
  Score: Raw -792436.272225 + Penalty 2898.517830 = -789537.754395
  nChanged 3
		SP:Iteration 36Q (135161.690000 sec): 3 clusters
  Score: Raw -792436.617281 + Penalty 2898.517830 = -789538.099451
  nChanged 5
		SP:Iteration 37Q (135161.850000 sec): 3 clusters
  Score: Raw -792437.407192 + Penalty 2898.517830 = -789538.889362
  nChanged 6
		SP:Iteration 38Q (135162.030000 sec): 3 clusters
  Score: Raw -792438.050472 + Penalty 2898.517830 = -789539.532642
  nChanged 3
		SP:Iteration 39Q (135162.230000 sec): 3 clusters
  Score: Raw -792438.442433 + Penalty 2898.517830 = -789539.924603
  nChanged 8
		SP:Iteration 40F (135162.440000 sec): 3 clusters
  Score: Raw -792439.810385 + Penalty 2898.517830 = -789541.292554
  nChanged 8
		SP:Iteration 41Q (135162.610000 sec): 3 clusters
  Score: Raw -792440.754188 + Penalty 2898.517830 = -789542.236357
  nChanged 9
		SP:Iteration 42Q (135162.820000 sec): 3 clusters
  Score: Raw -792441.923447 + Penalty 2898.517830 = -789543.405617
  nChanged 5
		SP:Iteration 43Q (135163.030000 sec): 3 clusters
  Score: Raw -792442.731446 + Penalty 2898.517830 = -789544.213615
  nChanged 8
		SP:Iteration 44Q (135163.220000 sec): 3 clusters
  Score: Raw -792443.555104 + Penalty 2898.517830 = -789545.037274
  nChanged 3
		SP:Iteration 45Q (135163.390000 sec): 3 clusters
  Score: Raw -792443.838733 + Penalty 2898.517830 = -789545.320903
  nChanged 1
		SP:Iteration 46Q (135163.590000 sec): 3 clusters
  Score: Raw -792443.980531 + Penalty 2898.517830 = -789545.462701
  nChanged 1
		SP:Iteration 47Q (135163.770000 sec): 3 clusters
  Score: Raw -792444.070279 + Penalty 2898.517830 = -789545.552449
  nChanged 0
		SP:Iteration 48F (135164.030000 sec): 3 clusters
  Score: Raw -792444.070279 + Penalty 2898.517830 = -789545.552449
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (75561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135164.430000 sec): 2 clusters
  Score: Raw -8114324.192298 + Penalty 1825.313028 = -8112498.879270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135164.980000 sec): 3 clusters
  Score: Raw -8065516.351328 + Penalty 3650.626056 = -8061865.725272
  nChanged 36022
		SP:Iteration 1F (135165.490000 sec): 3 clusters
  Score: Raw -8086746.652851 + Penalty 3650.626056 = -8083096.026795
  nChanged 2662
		SP:Iteration 2Q (135166.020000 sec): 3 clusters
  Score: Raw -8087497.126786 + Penalty 3650.626056 = -8083846.500730
  nChanged 2892
		SP:Iteration 3Q (135166.550000 sec): 3 clusters
  Score: Raw -8088382.347325 + Penalty 3650.626056 = -8084731.721270
  nChanged 2966
		SP:Iteration 4Q (135167.090000 sec): 3 clusters
  Score: Raw -8089365.481384 + Penalty 3650.626056 = -8085714.855329
  nChanged 3126
		SP:Iteration 5Q (135167.650000 sec): 3 clusters
  Score: Raw -8090546.222907 + Penalty 3650.626056 = -8086895.596851
  nChanged 3380
		SP:Iteration 6Q (135168.200000 sec): 3 clusters
  Score: Raw -8092039.045197 + Penalty 3650.626056 = -8088388.419142
  nChanged 3721
		SP:Iteration 7Q (135168.730000 sec): 3 clusters
  Score: Raw -8093940.354131 + Penalty 3650.626056 = -8090289.728075
  nChanged 3972
		SP:Iteration 8F (135169.270000 sec): 3 clusters
  Score: Raw -8096422.049380 + Penalty 3650.626056 = -8092771.423324
  nChanged 4180
		SP:Iteration 9F (135169.820000 sec): 3 clusters
  Score: Raw -8099233.144304 + Penalty 3650.626056 = -8095582.518249
  nChanged 3719
		SP:Iteration 10Q (135170.460000 sec): 3 clusters
  Score: Raw -8101293.926203 + Penalty 3650.626056 = -8097643.300147
  nChanged 2703
		SP:Iteration 11Q (135171.000000 sec): 3 clusters
  Score: Raw -8102181.416125 + Penalty 3650.626056 = -8098530.790070
  nChanged 1597
		SP:Iteration 12Q (135171.560000 sec): 3 clusters
  Score: Raw -8102493.054404 + Penalty 3650.626056 = -8098842.428349
  nChanged 904
		SP:Iteration 13Q (135172.110000 sec): 3 clusters
  Score: Raw -8102627.841454 + Penalty 3650.626056 = -8098977.215398
  nChanged 632
		SP:Iteration 14Q (135172.670000 sec): 3 clusters
  Score: Raw -8102706.122637 + Penalty 3650.626056 = -8099055.496582
  nChanged 465
		SP:Iteration 15Q (135173.240000 sec): 3 clusters
  Score: Raw -8102757.847994 + Penalty 3650.626056 = -8099107.221938
  nChanged 422
		SP:Iteration 16Q (135173.800000 sec): 3 clusters
  Score: Raw -8102809.779278 + Penalty 3650.626056 = -8099159.153223
  nChanged 451
		SP:Iteration 17Q (135174.340000 sec): 3 clusters
  Score: Raw -8102865.702402 + Penalty 3650.626056 = -8099215.076346
  nChanged 444
		SP:Iteration 18Q (135174.900000 sec): 3 clusters
  Score: Raw -8102926.179903 + Penalty 3650.626056 = -8099275.553848
  nChanged 456
		SP:Iteration 19Q (135175.500000 sec): 3 clusters
  Score: Raw -8102986.141378 + Penalty 3650.626056 = -8099335.515322
  nChanged 453
		SP:Iteration 20F (135176.070000 sec): 3 clusters
  Score: Raw -8103045.615251 + Penalty 3650.626056 = -8099394.989195
  nChanged 463
		SP:Iteration 21Q (135176.640000 sec): 3 clusters
  Score: Raw -8103104.548582 + Penalty 3650.626056 = -8099453.922527
  nChanged 501
		SP:Iteration 22Q (135177.230000 sec): 3 clusters
  Score: Raw -8103172.197433 + Penalty 3650.626056 = -8099521.571378
  nChanged 492
		SP:Iteration 23Q (135177.830000 sec): 3 clusters
  Score: Raw -8103239.809530 + Penalty 3650.626056 = -8099589.183474
  nChanged 529
		SP:Iteration 24Q (135178.390000 sec): 3 clusters
  Score: Raw -8103313.464975 + Penalty 3650.626056 = -8099662.838920
  nChanged 535
		SP:Iteration 25Q (135178.980000 sec): 3 clusters
  Score: Raw -8103387.038040 + Penalty 3650.626056 = -8099736.411984
  nChanged 548
		SP:Iteration 26Q (135179.540000 sec): 3 clusters
  Score: Raw -8103463.699569 + Penalty 3650.626056 = -8099813.073514
  nChanged 540
		SP:Iteration 27Q (135180.070000 sec): 3 clusters
  Score: Raw -8103537.393110 + Penalty 3650.626056 = -8099886.767054
  nChanged 541
		SP:Iteration 28Q (135180.590000 sec): 3 clusters
  Score: Raw -8103612.553764 + Penalty 3650.626056 = -8099961.927709
  nChanged 560
		SP:Iteration 29Q (135181.170000 sec): 3 clusters
  Score: Raw -8103695.549607 + Penalty 3650.626056 = -8100044.923552
  nChanged 575
		SP:Iteration 30Q (135181.740000 sec): 3 clusters
  Score: Raw -8103787.469023 + Penalty 3650.626056 = -8100136.842967
  nChanged 642
		SP:Iteration 31Q (135182.290000 sec): 3 clusters
  Score: Raw -8103894.056873 + Penalty 3650.626056 = -8100243.430818
  nChanged 671
		SP:Iteration 32Q (135182.840000 sec): 3 clusters
  Score: Raw -8104010.502032 + Penalty 3650.626056 = -8100359.875976
  nChanged 729
		SP:Iteration 33Q (135183.380000 sec): 3 clusters
  Score: Raw -8104145.836255 + Penalty 3650.626056 = -8100495.210200
  nChanged 809
		SP:Iteration 34Q (135183.900000 sec): 3 clusters
  Score: Raw -8104308.794060 + Penalty 3650.626056 = -8100658.168004
  nChanged 839
		SP:Iteration 35Q (135184.440000 sec): 3 clusters
  Score: Raw -8104478.337551 + Penalty 3650.626056 = -8100827.711496
  nChanged 891
		SP:Iteration 36Q (135184.920000 sec): 3 clusters
  Score: Raw -8104669.200423 + Penalty 3650.626056 = -8101018.574368
  nChanged 918
		SP:Iteration 37Q (135185.470000 sec): 3 clusters
  Score: Raw -8104875.381960 + Penalty 3650.626056 = -8101224.755904
  nChanged 930
		SP:Iteration 38Q (135186.010000 sec): 3 clusters
  Score: Raw -8105087.656708 + Penalty 3650.626056 = -8101437.030653
  nChanged 972
		SP:Iteration 39Q (135186.520000 sec): 3 clusters
  Score: Raw -8105324.092817 + Penalty 3650.626056 = -8101673.466762
  nChanged 999
		SP:Iteration 40F (135187.040000 sec): 3 clusters
  Score: Raw -8105589.347301 + Penalty 3650.626056 = -8101938.721245
  nChanged 1066
		SP:Iteration 41Q (135187.550000 sec): 3 clusters
  Score: Raw -8105888.304570 + Penalty 3650.626056 = -8102237.678514
  nChanged 1089
		SP:Iteration 42Q (135188.010000 sec): 3 clusters
  Score: Raw -8106207.180469 + Penalty 3650.626056 = -8102556.554414
  nChanged 1145
		SP:Iteration 43Q (135188.500000 sec): 3 clusters
  Score: Raw -8106567.392251 + Penalty 3650.626056 = -8102916.766196
  nChanged 1090
		SP:Iteration 44Q (135189.030000 sec): 3 clusters
  Score: Raw -8106922.454732 + Penalty 3650.626056 = -8103271.828676
  nChanged 1169
		SP:Iteration 45Q (135189.590000 sec): 3 clusters
  Score: Raw -8107340.666073 + Penalty 3650.626056 = -8103690.040017
  nChanged 1224
		SP:Iteration 46Q (135190.050000 sec): 3 clusters
  Score: Raw -8107825.917544 + Penalty 3650.626056 = -8104175.291489
  nChanged 1244
		SP:Iteration 47Q (135190.580000 sec): 3 clusters
  Score: Raw -8108355.143576 + Penalty 3650.626056 = -8104704.517520
  nChanged 1275
		SP:Iteration 48Q (135191.060000 sec): 3 clusters
  Score: Raw -8108919.580925 + Penalty 3650.626056 = -8105268.954870
  nChanged 1220
		SP:Iteration 49Q (135191.600000 sec): 3 clusters
  Score: Raw -8109471.621556 + Penalty 3650.626056 = -8105820.995500
  nChanged 1128
		SP:Iteration 50Q (135192.160000 sec): 3 clusters
  Score: Raw -8110039.510686 + Penalty 3650.626056 = -8106388.884630
  nChanged 1130
		SP:Iteration 51Q (135192.730000 sec): 3 clusters
  Score: Raw -8110636.324464 + Penalty 3650.626056 = -8106985.698408
  nChanged 1007
		SP:Iteration 52Q (135193.200000 sec): 3 clusters
  Score: Raw -8111187.436678 + Penalty 3650.626056 = -8107536.810623
  nChanged 923
		SP:Iteration 53Q (135193.680000 sec): 3 clusters
  Score: Raw -8111718.873855 + Penalty 3650.626056 = -8108068.247799
  nChanged 861
		SP:Iteration 54Q (135194.160000 sec): 3 clusters
  Score: Raw -8112243.613863 + Penalty 3650.626056 = -8108592.987807
  nChanged 750
		SP:Iteration 55Q (135194.600000 sec): 3 clusters
  Score: Raw -8112690.549936 + Penalty 3650.626056 = -8109039.923880
  nChanged 624
		SP:Iteration 56Q (135195.010000 sec): 3 clusters
  Score: Raw -8113046.158286 + Penalty 3650.626056 = -8109395.532230
  nChanged 509
		SP:Iteration 57Q (135195.460000 sec): 3 clusters
  Score: Raw -8113331.312601 + Penalty 3650.626056 = -8109680.686545
  nChanged 401
		SP:Iteration 58Q (135195.890000 sec): 3 clusters
  Score: Raw -8113545.987770 + Penalty 3650.626056 = -8109895.361714
  nChanged 333
		SP:Iteration 59Q (135196.340000 sec): 3 clusters
  Score: Raw -8113723.600000 + Penalty 3650.626056 = -8110072.973944
  nChanged 291
		SP:Iteration 60F (135196.830000 sec): 3 clusters
  Score: Raw -8113890.464356 + Penalty 3650.626056 = -8110239.838301
  nChanged 235
		SP:Iteration 61Q (135197.320000 sec): 3 clusters
  Score: Raw -8114022.306906 + Penalty 3650.626056 = -8110371.680850
  nChanged 197
		SP:Iteration 62Q (135197.750000 sec): 3 clusters
  Score: Raw -8114138.861967 + Penalty 3650.626056 = -8110488.235912
  nChanged 154
		SP:Iteration 63Q (135198.180000 sec): 3 clusters
  Score: Raw -8114235.687987 + Penalty 3650.626056 = -8110585.061931
  nChanged 121
		SP:Iteration 64Q (135198.660000 sec): 3 clusters
  Score: Raw -8114310.522956 + Penalty 3650.626056 = -8110659.896900
  nChanged 96
		SP:Iteration 65Q (135199.100000 sec): 3 clusters
  Score: Raw -8114369.232705 + Penalty 3650.626056 = -8110718.606649
  nChanged 78
		SP:Iteration 66Q (135199.540000 sec): 3 clusters
  Score: Raw -8114415.492264 + Penalty 3650.626056 = -8110764.866208
  nChanged 57
		SP:Iteration 67Q (135200.020000 sec): 3 clusters
  Score: Raw -8114450.131890 + Penalty 3650.626056 = -8110799.505835
  nChanged 47
		SP:Iteration 68Q (135200.500000 sec): 3 clusters
  Score: Raw -8114474.054308 + Penalty 3650.626056 = -8110823.428253
  nChanged 32
		SP:Iteration 69Q (135200.960000 sec): 3 clusters
  Score: Raw -8114492.462698 + Penalty 3650.626056 = -8110841.836642
  nChanged 25
		SP:Iteration 70Q (135201.360000 sec): 3 clusters
  Score: Raw -8114507.572297 + Penalty 3650.626056 = -8110856.946241
  nChanged 13
		SP:Iteration 71Q (135201.780000 sec): 3 clusters
  Score: Raw -8114515.308919 + Penalty 3650.626056 = -8110864.682863
  nChanged 13
		SP:Iteration 72Q (135202.220000 sec): 3 clusters
  Score: Raw -8114523.132720 + Penalty 3650.626056 = -8110872.506664
  nChanged 11
		SP:Iteration 73Q (135202.680000 sec): 3 clusters
  Score: Raw -8114531.045157 + Penalty 3650.626056 = -8110880.419101
  nChanged 10
		SP:Iteration 74Q (135203.140000 sec): 3 clusters
  Score: Raw -8114538.651208 + Penalty 3650.626056 = -8110888.025152
  nChanged 9
		SP:Iteration 75Q (135203.580000 sec): 3 clusters
  Score: Raw -8114547.780972 + Penalty 3650.626056 = -8110897.154916
  nChanged 12
		SP:Iteration 76Q (135204.040000 sec): 3 clusters
  Score: Raw -8114554.535568 + Penalty 3650.626056 = -8110903.909512
  nChanged 8
		SP:Iteration 77Q (135204.490000 sec): 3 clusters
  Score: Raw -8114558.573495 + Penalty 3650.626056 = -8110907.947440
  nChanged 5
		SP:Iteration 78Q (135204.920000 sec): 3 clusters
  Score: Raw -8114561.192860 + Penalty 3650.626056 = -8110910.566804
  nChanged 4
		SP:Iteration 79Q (135205.350000 sec): 3 clusters
  Score: Raw -8114562.722028 + Penalty 3650.626056 = -8110912.095972
  nChanged 0
		SP:Iteration 80F (135205.850000 sec): 3 clusters
  Score: Raw -8114562.722028 + Penalty 3650.626056 = -8110912.095972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135205.970000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135206.140000 sec): 3 clusters
  Score: Raw -45519.531211 + Penalty 1980.410175 = -43539.121036
  nChanged 90
		SP:Iteration 1F (135206.350000 sec): 3 clusters
  Score: Raw -45655.610787 + Penalty 1980.410175 = -43675.200611
  nChanged 21
		SP:Iteration 2Q (135206.570000 sec): 3 clusters
  Score: Raw -45693.984180 + Penalty 1980.410175 = -43713.574004
  nChanged 8
		SP:Iteration 3Q (135206.770000 sec): 3 clusters
  Score: Raw -45706.266256 + Penalty 1980.410175 = -43725.856081
  nChanged 4
		SP:Iteration 4Q (135206.950000 sec): 3 clusters
  Score: Raw -45719.244489 + Penalty 1980.410175 = -43738.834313
  nChanged 5
		SP:Iteration 5Q (135207.160000 sec): 3 clusters
  Score: Raw -45727.763392 + Penalty 1980.410175 = -43747.353217
  nChanged 1
		SP:Iteration 6Q (135207.300000 sec): 3 clusters
  Score: Raw -45729.984870 + Penalty 1980.410175 = -43749.574695
  nChanged 1
		SP:Iteration 7Q (135207.480000 sec): 3 clusters
  Score: Raw -45731.196789 + Penalty 1980.410175 = -43750.786614
  nChanged 1
		SP:Iteration 8Q (135207.730000 sec): 3 clusters
  Score: Raw -45734.058090 + Penalty 1980.410175 = -43753.647915
  nChanged 2
		SP:Iteration 9Q (135207.870000 sec): 3 clusters
  Score: Raw -45736.403665 + Penalty 1980.410175 = -43755.993490
  nChanged 0
		SP:Iteration 10F (135208.100000 sec): 3 clusters
  Score: Raw -45736.403665 + Penalty 1980.410175 = -43755.993490
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135208.250000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135208.430000 sec): 3 clusters
  Score: Raw -105976.472778 + Penalty 2277.764184 = -103698.708594
  nChanged 355
		SP:Iteration 1F (135208.560000 sec): 3 clusters
  Score: Raw -106269.359643 + Penalty 2277.764184 = -103991.595459
  nChanged 69
		SP:Iteration 2F (135208.820000 sec): 3 clusters
  Score: Raw -106341.826543 + Penalty 2277.764184 = -104064.062359
  nChanged 57
		SP:Iteration 3F (135209.000000 sec): 3 clusters
  Score: Raw -106398.246316 + Penalty 2277.764184 = -104120.482132
  nChanged 44
		SP:Iteration 4Q (135209.170000 sec): 3 clusters
  Score: Raw -106454.530208 + Penalty 2277.764184 = -104176.766024
  nChanged 39
		SP:Iteration 5Q (135209.400000 sec): 3 clusters
  Score: Raw -106503.732887 + Penalty 2277.764184 = -104225.968703
  nChanged 36
		SP:Iteration 6Q (135209.540000 sec): 3 clusters
  Score: Raw -106541.806272 + Penalty 2277.764184 = -104264.042087
  nChanged 22
		SP:Iteration 7Q (135209.760000 sec): 3 clusters
  Score: Raw -106564.222582 + Penalty 2277.764184 = -104286.458398
  nChanged 14
		SP:Iteration 8Q (135209.930000 sec): 3 clusters
  Score: Raw -106585.629911 + Penalty 2277.764184 = -104307.865727
  nChanged 18
		SP:Iteration 9Q (135210.150000 sec): 3 clusters
  Score: Raw -106612.061411 + Penalty 2277.764184 = -104334.297227
  nChanged 16
		SP:Iteration 10Q (135210.370000 sec): 3 clusters
  Score: Raw -106625.458445 + Penalty 2277.764184 = -104347.694261
  nChanged 11
		SP:Iteration 11Q (135210.610000 sec): 3 clusters
  Score: Raw -106637.393778 + Penalty 2277.764184 = -104359.629594
  nChanged 12
		SP:Iteration 12Q (135210.780000 sec): 3 clusters
  Score: Raw -106645.856487 + Penalty 2277.764184 = -104368.092303
  nChanged 8
		SP:Iteration 13Q (135210.990000 sec): 3 clusters
  Score: Raw -106655.243868 + Penalty 2277.764184 = -104377.479684
  nChanged 6
		SP:Iteration 14Q (135211.120000 sec): 3 clusters
  Score: Raw -106663.491851 + Penalty 2277.764184 = -104385.727667
  nChanged 9
		SP:Iteration 15Q (135211.330000 sec): 3 clusters
  Score: Raw -106671.650536 + Penalty 2277.764184 = -104393.886352
  nChanged 7
		SP:Iteration 16Q (135211.520000 sec): 3 clusters
  Score: Raw -106676.950248 + Penalty 2277.764184 = -104399.186063
  nChanged 5
		SP:Iteration 17Q (135211.700000 sec): 3 clusters
  Score: Raw -106682.065524 + Penalty 2277.764184 = -104404.301340
  nChanged 3
		SP:Iteration 18Q (135211.930000 sec): 3 clusters
  Score: Raw -106685.000396 + Penalty 2277.764184 = -104407.236212
  nChanged 4
		SP:Iteration 19Q (135212.090000 sec): 3 clusters
  Score: Raw -106688.665116 + Penalty 2277.764184 = -104410.900932
  nChanged 4
		SP:Iteration 20F (135212.250000 sec): 3 clusters
  Score: Raw -106693.088774 + Penalty 2277.764184 = -104415.324590
  nChanged 4
		SP:Iteration 21Q (135212.450000 sec): 3 clusters
  Score: Raw -106701.028087 + Penalty 2277.764184 = -104423.263903
  nChanged 4
		SP:Iteration 22Q (135212.660000 sec): 3 clusters
  Score: Raw -106707.497059 + Penalty 2277.764184 = -104429.732875
  nChanged 5
		SP:Iteration 23Q (135212.800000 sec): 3 clusters
  Score: Raw -106710.772110 + Penalty 2277.764184 = -104433.007926
  nChanged 5
		SP:Iteration 24Q (135212.980000 sec): 3 clusters
  Score: Raw -106715.003221 + Penalty 2277.764184 = -104437.239037
  nChanged 2
		SP:Iteration 25Q (135213.170000 sec): 3 clusters
  Score: Raw -106720.385191 + Penalty 2277.764184 = -104442.621007
  nChanged 3
		SP:Iteration 26Q (135213.380000 sec): 3 clusters
  Score: Raw -106722.139524 + Penalty 2277.764184 = -104444.375340
  nChanged 1
		SP:Iteration 27Q (135213.560000 sec): 3 clusters
  Score: Raw -106722.600279 + Penalty 2277.764184 = -104444.836095
  nChanged 1
		SP:Iteration 28Q (135213.740000 sec): 3 clusters
  Score: Raw -106724.047369 + Penalty 2277.764184 = -104446.283185
  nChanged 1
		SP:Iteration 29Q (135213.950000 sec): 3 clusters
  Score: Raw -106724.726327 + Penalty 2277.764184 = -104446.962142
  nChanged 0
		SP:Iteration 30F (135214.120000 sec): 3 clusters
  Score: Raw -106724.726327 + Penalty 2277.764184 = -104446.962142
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135214.250000 sec): 2 clusters
  Score: Raw -1434881.634920 + Penalty 1549.981601 = -1433331.653319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135214.520000 sec): 3 clusters
  Score: Raw -1426793.018149 + Penalty 3099.963203 = -1423693.054947
  nChanged 6166
		SP:Iteration 1F (135214.770000 sec): 3 clusters
  Score: Raw -1430197.672880 + Penalty 3099.963203 = -1427097.709677
  nChanged 859
		SP:Iteration 2F (135215.040000 sec): 3 clusters
  Score: Raw -1430625.346021 + Penalty 3099.963203 = -1427525.382819
  nChanged 836
		SP:Iteration 3F (135215.270000 sec): 3 clusters
  Score: Raw -1431073.356612 + Penalty 3099.963203 = -1427973.393409
  nChanged 810
		SP:Iteration 4F (135215.580000 sec): 3 clusters
  Score: Raw -1431553.572195 + Penalty 3099.963203 = -1428453.608993
  nChanged 839
		SP:Iteration 5F (135215.840000 sec): 3 clusters
  Score: Raw -1432061.145516 + Penalty 3099.963203 = -1428961.182314
  nChanged 823
		SP:Iteration 6F (135216.080000 sec): 3 clusters
  Score: Raw -1432618.760057 + Penalty 3099.963203 = -1429518.796854
  nChanged 803
		SP:Iteration 7F (135216.390000 sec): 3 clusters
  Score: Raw -1433187.120957 + Penalty 3099.963203 = -1430087.157754
  nChanged 688
		SP:Iteration 8Q (135216.630000 sec): 3 clusters
  Score: Raw -1433756.405417 + Penalty 3099.963203 = -1430656.442214
  nChanged 579
		SP:Iteration 9Q (135216.880000 sec): 3 clusters
  Score: Raw -1434242.732412 + Penalty 3099.963203 = -1431142.769209
  nChanged 378
		SP:Iteration 10Q (135217.150000 sec): 3 clusters
  Score: Raw -1434554.335181 + Penalty 3099.963203 = -1431454.371978
  nChanged 255
		SP:Iteration 11Q (135217.390000 sec): 3 clusters
  Score: Raw -1434782.588406 + Penalty 3099.963203 = -1431682.625203
  nChanged 177
		SP:Iteration 12Q (135217.610000 sec): 3 clusters
  Score: Raw -1434986.530967 + Penalty 3099.963203 = -1431886.567764
  nChanged 122
		SP:Iteration 13Q (135217.880000 sec): 3 clusters
  Score: Raw -1435151.156135 + Penalty 3099.963203 = -1432051.192933
  nChanged 112
		SP:Iteration 14Q (135218.110000 sec): 3 clusters
  Score: Raw -1435296.539370 + Penalty 3099.963203 = -1432196.576167
  nChanged 83
		SP:Iteration 15Q (135218.380000 sec): 3 clusters
  Score: Raw -1435382.439891 + Penalty 3099.963203 = -1432282.476688
  nChanged 49
		SP:Iteration 16Q (135218.640000 sec): 3 clusters
  Score: Raw -1435434.791825 + Penalty 3099.963203 = -1432334.828622
  nChanged 50
		SP:Iteration 17Q (135218.860000 sec): 3 clusters
  Score: Raw -1435487.733916 + Penalty 3099.963203 = -1432387.770713
  nChanged 44
		SP:Iteration 18Q (135219.060000 sec): 3 clusters
  Score: Raw -1435526.001935 + Penalty 3099.963203 = -1432426.038732
  nChanged 35
		SP:Iteration 19Q (135219.330000 sec): 3 clusters
  Score: Raw -1435556.188169 + Penalty 3099.963203 = -1432456.224966
  nChanged 21
		SP:Iteration 20F (135219.580000 sec): 3 clusters
  Score: Raw -1435580.206825 + Penalty 3099.963203 = -1432480.243622
  nChanged 18
		SP:Iteration 21Q (135219.850000 sec): 3 clusters
  Score: Raw -1435593.142668 + Penalty 3099.963203 = -1432493.179465
  nChanged 8
		SP:Iteration 22Q (135220.090000 sec): 3 clusters
  Score: Raw -1435598.534791 + Penalty 3099.963203 = -1432498.571588
  nChanged 5
		SP:Iteration 23Q (135220.300000 sec): 3 clusters
  Score: Raw -1435600.289747 + Penalty 3099.963203 = -1432500.326545
  nChanged 0
		SP:Iteration 24F (135220.580000 sec): 3 clusters
  Score: Raw -1435600.289747 + Penalty 3099.963203 = -1432500.326545
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135220.660000 sec): 2 clusters
  Score: Raw -106212.058938 + Penalty 1144.797082 = -105067.261857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135220.900000 sec): 3 clusters
  Score: Raw -105885.826674 + Penalty 2289.594163 = -103596.232511
  nChanged 387
		SP:Iteration 1F (135221.100000 sec): 3 clusters
  Score: Raw -106265.589417 + Penalty 2289.594163 = -103975.995254
  nChanged 102
		SP:Iteration 2F (135221.260000 sec): 3 clusters
  Score: Raw -106397.362482 + Penalty 2289.594163 = -104107.768319
  nChanged 64
		SP:Iteration 3F (135221.420000 sec): 3 clusters
  Score: Raw -106483.018694 + Penalty 2289.594163 = -104193.424531
  nChanged 48
		SP:Iteration 4Q (135221.660000 sec): 3 clusters
  Score: Raw -106573.499532 + Penalty 2289.594163 = -104283.905369
  nChanged 43
		SP:Iteration 5Q (135221.820000 sec): 3 clusters
  Score: Raw -106629.662615 + Penalty 2289.594163 = -104340.068452
  nChanged 34
		SP:Iteration 6Q (135222.050000 sec): 3 clusters
  Score: Raw -106674.898578 + Penalty 2289.594163 = -104385.304415
  nChanged 20
		SP:Iteration 7Q (135222.220000 sec): 3 clusters
  Score: Raw -106707.327632 + Penalty 2289.594163 = -104417.733468
  nChanged 19
		SP:Iteration 8Q (135222.400000 sec): 3 clusters
  Score: Raw -106729.669864 + Penalty 2289.594163 = -104440.075701
  nChanged 19
		SP:Iteration 9Q (135222.630000 sec): 3 clusters
  Score: Raw -106745.572871 + Penalty 2289.594163 = -104455.978708
  nChanged 9
		SP:Iteration 10Q (135222.800000 sec): 3 clusters
  Score: Raw -106760.272099 + Penalty 2289.594163 = -104470.677936
  nChanged 12
		SP:Iteration 11Q (135223.030000 sec): 3 clusters
  Score: Raw -106778.364365 + Penalty 2289.594163 = -104488.770202
  nChanged 17
		SP:Iteration 12Q (135223.260000 sec): 3 clusters
  Score: Raw -106806.509234 + Penalty 2289.594163 = -104516.915071
  nChanged 18
		SP:Iteration 13Q (135223.480000 sec): 3 clusters
  Score: Raw -106833.818524 + Penalty 2289.594163 = -104544.224361
  nChanged 17
		SP:Iteration 14Q (135223.620000 sec): 3 clusters
  Score: Raw -106865.461471 + Penalty 2289.594163 = -104575.867308
  nChanged 18
		SP:Iteration 15Q (135223.810000 sec): 3 clusters
  Score: Raw -106880.955731 + Penalty 2289.594163 = -104591.361568
  nChanged 8
		SP:Iteration 16Q (135224.060000 sec): 3 clusters
  Score: Raw -106886.195261 + Penalty 2289.594163 = -104596.601098
  nChanged 3
		SP:Iteration 17Q (135224.240000 sec): 3 clusters
  Score: Raw -106887.697019 + Penalty 2289.594163 = -104598.102856
  nChanged 1
		SP:Iteration 18Q (135224.450000 sec): 3 clusters
  Score: Raw -106888.395425 + Penalty 2289.594163 = -104598.801262
  nChanged 0
		SP:Iteration 19F (135224.700000 sec): 3 clusters
  Score: Raw -106888.395425 + Penalty 2289.594163 = -104598.801262
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135224.900000 sec): 2 clusters
  Score: Raw -2350958.914499 + Penalty 1628.932440 = -2349329.982060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135225.170000 sec): 3 clusters
  Score: Raw -2337281.058424 + Penalty 3257.864879 = -2334023.193545
  nChanged 10174
		SP:Iteration 1F (135225.490000 sec): 3 clusters
  Score: Raw -2343003.979332 + Penalty 3257.864879 = -2339746.114453
  nChanged 1200
		SP:Iteration 2F (135225.740000 sec): 3 clusters
  Score: Raw -2343472.815365 + Penalty 3257.864879 = -2340214.950486
  nChanged 1209
		SP:Iteration 3F (135226.010000 sec): 3 clusters
  Score: Raw -2344001.413572 + Penalty 3257.864879 = -2340743.548693
  nChanged 1255
		SP:Iteration 4F (135226.280000 sec): 3 clusters
  Score: Raw -2344586.891635 + Penalty 3257.864879 = -2341329.026756
  nChanged 1231
		SP:Iteration 5F (135226.530000 sec): 3 clusters
  Score: Raw -2345213.153684 + Penalty 3257.864879 = -2341955.288805
  nChanged 1267
		SP:Iteration 6F (135226.820000 sec): 3 clusters
  Score: Raw -2345920.862349 + Penalty 3257.864879 = -2342662.997470
  nChanged 1281
		SP:Iteration 7F (135227.080000 sec): 3 clusters
  Score: Raw -2346687.070701 + Penalty 3257.864879 = -2343429.205822
  nChanged 1175
		SP:Iteration 8F (135227.400000 sec): 3 clusters
  Score: Raw -2347446.468155 + Penalty 3257.864879 = -2344188.603276
  nChanged 1023
		SP:Iteration 9Q (135227.680000 sec): 3 clusters
  Score: Raw -2348181.976231 + Penalty 3257.864879 = -2344924.111352
  nChanged 872
		SP:Iteration 10Q (135228.010000 sec): 3 clusters
  Score: Raw -2348828.983609 + Penalty 3257.864879 = -2345571.118730
  nChanged 717
		SP:Iteration 11Q (135228.260000 sec): 3 clusters
  Score: Raw -2349361.753325 + Penalty 3257.864879 = -2346103.888446
  nChanged 562
		SP:Iteration 12Q (135228.570000 sec): 3 clusters
  Score: Raw -2349717.705185 + Penalty 3257.864879 = -2346459.840306
  nChanged 411
		SP:Iteration 13Q (135228.810000 sec): 3 clusters
  Score: Raw -2349929.919418 + Penalty 3257.864879 = -2346672.054539
  nChanged 328
		SP:Iteration 14Q (135229.120000 sec): 3 clusters
  Score: Raw -2350087.215528 + Penalty 3257.864879 = -2346829.350649
  nChanged 285
		SP:Iteration 15Q (135229.450000 sec): 3 clusters
  Score: Raw -2350228.629932 + Penalty 3257.864879 = -2346970.765053
  nChanged 243
		SP:Iteration 16Q (135229.700000 sec): 3 clusters
  Score: Raw -2350341.701780 + Penalty 3257.864879 = -2347083.836901
  nChanged 230
		SP:Iteration 17Q (135230.080000 sec): 3 clusters
  Score: Raw -2350444.571847 + Penalty 3257.864879 = -2347186.706968
  nChanged 208
		SP:Iteration 18Q (135230.380000 sec): 3 clusters
  Score: Raw -2350544.710538 + Penalty 3257.864879 = -2347286.845659
  nChanged 201
		SP:Iteration 19Q (135230.680000 sec): 3 clusters
  Score: Raw -2350645.301473 + Penalty 3257.864879 = -2347387.436594
  nChanged 194
		SP:Iteration 20F (135230.980000 sec): 3 clusters
  Score: Raw -2350742.724570 + Penalty 3257.864879 = -2347484.859691
  nChanged 166
		SP:Iteration 21Q (135231.230000 sec): 3 clusters
  Score: Raw -2350818.522015 + Penalty 3257.864879 = -2347560.657136
  nChanged 135
		SP:Iteration 22Q (135231.520000 sec): 3 clusters
  Score: Raw -2350879.767073 + Penalty 3257.864879 = -2347621.902194
  nChanged 114
		SP:Iteration 23Q (135231.760000 sec): 3 clusters
  Score: Raw -2350943.966802 + Penalty 3257.864879 = -2347686.101923
  nChanged 98
		SP:Iteration 24Q (135232.040000 sec): 3 clusters
  Score: Raw -2351000.040676 + Penalty 3257.864879 = -2347742.175797
  nChanged 77
		SP:Iteration 25Q (135232.310000 sec): 3 clusters
  Score: Raw -2351040.503336 + Penalty 3257.864879 = -2347782.638457
  nChanged 53
		SP:Iteration 26Q (135232.590000 sec): 3 clusters
  Score: Raw -2351063.840443 + Penalty 3257.864879 = -2347805.975564
  nChanged 46
		SP:Iteration 27Q (135232.870000 sec): 3 clusters
  Score: Raw -2351085.948740 + Penalty 3257.864879 = -2347828.083861
  nChanged 49
		SP:Iteration 28Q (135233.140000 sec): 3 clusters
  Score: Raw -2351111.025324 + Penalty 3257.864879 = -2347853.160445
  nChanged 39
		SP:Iteration 29Q (135233.460000 sec): 3 clusters
  Score: Raw -2351132.530247 + Penalty 3257.864879 = -2347874.665368
  nChanged 42
		SP:Iteration 30Q (135233.720000 sec): 3 clusters
  Score: Raw -2351154.776092 + Penalty 3257.864879 = -2347896.911213
  nChanged 42
		SP:Iteration 31Q (135234.050000 sec): 3 clusters
  Score: Raw -2351176.437724 + Penalty 3257.864879 = -2347918.572845
  nChanged 32
		SP:Iteration 32Q (135234.320000 sec): 3 clusters
  Score: Raw -2351194.438453 + Penalty 3257.864879 = -2347936.573574
  nChanged 32
		SP:Iteration 33Q (135234.570000 sec): 3 clusters
  Score: Raw -2351213.939264 + Penalty 3257.864879 = -2347956.074385
  nChanged 30
		SP:Iteration 34Q (135234.870000 sec): 3 clusters
  Score: Raw -2351229.075913 + Penalty 3257.864879 = -2347971.211034
  nChanged 16
		SP:Iteration 35Q (135235.190000 sec): 3 clusters
  Score: Raw -2351235.344582 + Penalty 3257.864879 = -2347977.479703
  nChanged 10
		SP:Iteration 36Q (135235.450000 sec): 3 clusters
  Score: Raw -2351239.355618 + Penalty 3257.864879 = -2347981.490739
  nChanged 11
		SP:Iteration 37Q (135235.720000 sec): 3 clusters
  Score: Raw -2351245.724058 + Penalty 3257.864879 = -2347987.859179
  nChanged 7
		SP:Iteration 38Q (135236.000000 sec): 3 clusters
  Score: Raw -2351248.297105 + Penalty 3257.864879 = -2347990.432226
  nChanged 6
		SP:Iteration 39Q (135236.280000 sec): 3 clusters
  Score: Raw -2351251.628697 + Penalty 3257.864879 = -2347993.763818
  nChanged 7
		SP:Iteration 40F (135236.560000 sec): 3 clusters
  Score: Raw -2351254.160639 + Penalty 3257.864879 = -2347996.295760
  nChanged 2
		SP:Iteration 41Q (135236.840000 sec): 3 clusters
  Score: Raw -2351254.453888 + Penalty 3257.864879 = -2347996.589009
  nChanged 1
		SP:Iteration 42Q (135237.100000 sec): 3 clusters
  Score: Raw -2351254.652311 + Penalty 3257.864879 = -2347996.787432
  nChanged 0
		SP:Iteration 43F (135237.400000 sec): 3 clusters
  Score: Raw -2351254.652311 + Penalty 3257.864879 = -2347996.787432
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135237.530000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135237.710000 sec): 3 clusters
  Score: Raw -21789.401250 + Penalty 1779.850654 = -20009.550595
  nChanged 40
		SP:Iteration 1F (135237.900000 sec): 3 clusters
  Score: Raw -21909.483162 + Penalty 1779.850654 = -20129.632508
  nChanged 9
		SP:Iteration 2Q (135238.140000 sec): 3 clusters
  Score: Raw -21925.588894 + Penalty 1779.850654 = -20145.738239
  nChanged 4
		SP:Iteration 3Q (135238.300000 sec): 3 clusters
  Score: Raw -21934.933817 + Penalty 1779.850654 = -20155.083163
  nChanged 3
		SP:Iteration 4Q (135238.510000 sec): 3 clusters
  Score: Raw -21943.376994 + Penalty 1779.850654 = -20163.526340
  nChanged 0
		SP:Iteration 5F (135238.720000 sec): 3 clusters
  Score: Raw -21943.376994 + Penalty 1779.850654 = -20163.526340
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135238.990000 sec): 2 clusters
  Score: Raw -3910963.415421 + Penalty 1701.447757 = -3909261.967664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135239.350000 sec): 3 clusters
  Score: Raw -3888930.533906 + Penalty 3402.895513 = -3885527.638393
  nChanged 16296
		SP:Iteration 1F (135239.740000 sec): 3 clusters
  Score: Raw -3897977.195232 + Penalty 3402.895513 = -3894574.299719
  nChanged 1367
		SP:Iteration 2Q (135240.160000 sec): 3 clusters
  Score: Raw -3898352.961780 + Penalty 3402.895513 = -3894950.066267
  nChanged 1330
		SP:Iteration 3Q (135240.530000 sec): 3 clusters
  Score: Raw -3898773.010847 + Penalty 3402.895513 = -3895370.115334
  nChanged 1442
		SP:Iteration 4Q (135240.900000 sec): 3 clusters
  Score: Raw -3899340.071109 + Penalty 3402.895513 = -3895937.175596
  nChanged 1802
		SP:Iteration 5F (135241.260000 sec): 3 clusters
  Score: Raw -3900246.279716 + Penalty 3402.895513 = -3896843.384203
  nChanged 2347
		SP:Iteration 6F (135241.710000 sec): 3 clusters
  Score: Raw -3901813.109146 + Penalty 3402.895513 = -3898410.213632
  nChanged 2813
		SP:Iteration 7F (135242.040000 sec): 3 clusters
  Score: Raw -3904070.867100 + Penalty 3402.895513 = -3900667.971586
  nChanged 2889
		SP:Iteration 8F (135242.350000 sec): 3 clusters
  Score: Raw -3906774.262007 + Penalty 3402.895513 = -3903371.366494
  nChanged 2357
		SP:Iteration 9F (135242.700000 sec): 3 clusters
  Score: Raw -3909114.231971 + Penalty 3402.895513 = -3905711.336458
  nChanged 1252
		SP:Iteration 10Q (135243.070000 sec): 3 clusters
  Score: Raw -3910357.945862 + Penalty 3402.895513 = -3906955.050348
  nChanged 487
		SP:Iteration 11Q (135243.390000 sec): 3 clusters
  Score: Raw -3910837.409772 + Penalty 3402.895513 = -3907434.514258
  nChanged 152
		SP:Iteration 12Q (135243.710000 sec): 3 clusters
  Score: Raw -3911006.976098 + Penalty 3402.895513 = -3907604.080585
  nChanged 56
		SP:Iteration 13Q (135244.070000 sec): 3 clusters
  Score: Raw -3911076.175350 + Penalty 3402.895513 = -3907673.279837
  nChanged 26
		SP:Iteration 14Q (135244.400000 sec): 3 clusters
  Score: Raw -3911109.268214 + Penalty 3402.895513 = -3907706.372701
  nChanged 11
		SP:Iteration 15Q (135244.720000 sec): 3 clusters
  Score: Raw -3911127.100830 + Penalty 3402.895513 = -3907724.205316
  nChanged 11
		SP:Iteration 16Q (135245.080000 sec): 3 clusters
  Score: Raw -3911139.737187 + Penalty 3402.895513 = -3907736.841674
  nChanged 8
		SP:Iteration 17Q (135245.400000 sec): 3 clusters
  Score: Raw -3911152.423834 + Penalty 3402.895513 = -3907749.528321
  nChanged 6
		SP:Iteration 18Q (135245.710000 sec): 3 clusters
  Score: Raw -3911158.998077 + Penalty 3402.895513 = -3907756.102564
  nChanged 4
		SP:Iteration 19Q (135246.050000 sec): 3 clusters
  Score: Raw -3911165.005049 + Penalty 3402.895513 = -3907762.109536
  nChanged 5
		SP:Iteration 20F (135246.380000 sec): 3 clusters
  Score: Raw -3911172.004711 + Penalty 3402.895513 = -3907769.109198
  nChanged 4
		SP:Iteration 21Q (135246.750000 sec): 3 clusters
  Score: Raw -3911177.023039 + Penalty 3402.895513 = -3907774.127525
  nChanged 2
		SP:Iteration 22Q (135247.060000 sec): 3 clusters
  Score: Raw -3911179.778192 + Penalty 3402.895513 = -3907776.882679
  nChanged 3
		SP:Iteration 23Q (135247.400000 sec): 3 clusters
  Score: Raw -3911183.505620 + Penalty 3402.895513 = -3907780.610107
  nChanged 1
		SP:Iteration 24Q (135247.720000 sec): 3 clusters
  Score: Raw -3911185.399561 + Penalty 3402.895513 = -3907782.504048
  nChanged 2
		SP:Iteration 25Q (135248.070000 sec): 3 clusters
  Score: Raw -3911187.876406 + Penalty 3402.895513 = -3907784.980892
  nChanged 1
		SP:Iteration 26Q (135248.360000 sec): 3 clusters
  Score: Raw -3911188.806576 + Penalty 3402.895513 = -3907785.911062
  nChanged 0
		SP:Iteration 27F (135248.790000 sec): 3 clusters
  Score: Raw -3911188.806576 + Penalty 3402.895513 = -3907785.911062
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135248.930000 sec): 2 clusters
  Score: Raw -1049482.255588 + Penalty 1510.803408 = -1047971.452180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135249.230000 sec): 3 clusters
  Score: Raw -1043259.816234 + Penalty 3021.606817 = -1040238.209417
  nChanged 4747
		SP:Iteration 1F (135249.500000 sec): 3 clusters
  Score: Raw -1045854.355665 + Penalty 3021.606817 = -1042832.748848
  nChanged 707
		SP:Iteration 2F (135249.720000 sec): 3 clusters
  Score: Raw -1046206.189337 + Penalty 3021.606817 = -1043184.582520
  nChanged 671
		SP:Iteration 3F (135249.970000 sec): 3 clusters
  Score: Raw -1046558.287810 + Penalty 3021.606817 = -1043536.680993
  nChanged 639
		SP:Iteration 4F (135250.240000 sec): 3 clusters
  Score: Raw -1046941.496755 + Penalty 3021.606817 = -1043919.889938
  nChanged 647
		SP:Iteration 5F (135250.460000 sec): 3 clusters
  Score: Raw -1047360.920911 + Penalty 3021.606817 = -1044339.314094
  nChanged 639
		SP:Iteration 6F (135250.720000 sec): 3 clusters
  Score: Raw -1047813.558415 + Penalty 3021.606817 = -1044791.951598
  nChanged 565
		SP:Iteration 7F (135250.940000 sec): 3 clusters
  Score: Raw -1048233.981514 + Penalty 3021.606817 = -1045212.374698
  nChanged 523
		SP:Iteration 8Q (135251.180000 sec): 3 clusters
  Score: Raw -1048636.840172 + Penalty 3021.606817 = -1045615.233355
  nChanged 431
		SP:Iteration 9Q (135251.380000 sec): 3 clusters
  Score: Raw -1048966.972146 + Penalty 3021.606817 = -1045945.365329
  nChanged 380
		SP:Iteration 10Q (135251.630000 sec): 3 clusters
  Score: Raw -1049228.031904 + Penalty 3021.606817 = -1046206.425087
  nChanged 286
		SP:Iteration 11Q (135251.880000 sec): 3 clusters
  Score: Raw -1049398.943925 + Penalty 3021.606817 = -1046377.337109
  nChanged 248
		SP:Iteration 12Q (135252.080000 sec): 3 clusters
  Score: Raw -1049519.980005 + Penalty 3021.606817 = -1046498.373188
  nChanged 186
		SP:Iteration 13Q (135252.320000 sec): 3 clusters
  Score: Raw -1049606.973418 + Penalty 3021.606817 = -1046585.366601
  nChanged 133
		SP:Iteration 14Q (135252.550000 sec): 3 clusters
  Score: Raw -1049661.392872 + Penalty 3021.606817 = -1046639.786055
  nChanged 114
		SP:Iteration 15Q (135252.800000 sec): 3 clusters
  Score: Raw -1049698.623554 + Penalty 3021.606817 = -1046677.016737
  nChanged 95
		SP:Iteration 16Q (135253.030000 sec): 3 clusters
  Score: Raw -1049730.968361 + Penalty 3021.606817 = -1046709.361544
  nChanged 81
		SP:Iteration 17Q (135253.280000 sec): 3 clusters
  Score: Raw -1049757.236783 + Penalty 3021.606817 = -1046735.629967
  nChanged 64
		SP:Iteration 18Q (135253.470000 sec): 3 clusters
  Score: Raw -1049779.897231 + Penalty 3021.606817 = -1046758.290414
  nChanged 63
		SP:Iteration 19Q (135253.730000 sec): 3 clusters
  Score: Raw -1049805.073842 + Penalty 3021.606817 = -1046783.467025
  nChanged 56
		SP:Iteration 20F (135253.960000 sec): 3 clusters
  Score: Raw -1049827.924117 + Penalty 3021.606817 = -1046806.317301
  nChanged 61
		SP:Iteration 21Q (135254.220000 sec): 3 clusters
  Score: Raw -1049857.265951 + Penalty 3021.606817 = -1046835.659134
  nChanged 70
		SP:Iteration 22Q (135254.410000 sec): 3 clusters
  Score: Raw -1049886.914521 + Penalty 3021.606817 = -1046865.307704
  nChanged 66
		SP:Iteration 23Q (135254.670000 sec): 3 clusters
  Score: Raw -1049916.208486 + Penalty 3021.606817 = -1046894.601670
  nChanged 62
		SP:Iteration 24Q (135254.870000 sec): 3 clusters
  Score: Raw -1049952.930080 + Penalty 3021.606817 = -1046931.323263
  nChanged 63
		SP:Iteration 25Q (135255.150000 sec): 3 clusters
  Score: Raw -1049986.403946 + Penalty 3021.606817 = -1046964.797130
  nChanged 40
		SP:Iteration 26Q (135255.370000 sec): 3 clusters
  Score: Raw -1050002.975890 + Penalty 3021.606817 = -1046981.369073
  nChanged 41
		SP:Iteration 27Q (135255.600000 sec): 3 clusters
  Score: Raw -1050020.361407 + Penalty 3021.606817 = -1046998.754591
  nChanged 42
		SP:Iteration 28Q (135255.790000 sec): 3 clusters
  Score: Raw -1050045.374753 + Penalty 3021.606817 = -1047023.767937
  nChanged 50
		SP:Iteration 29Q (135256.030000 sec): 3 clusters
  Score: Raw -1050086.225002 + Penalty 3021.606817 = -1047064.618185
  nChanged 49
		SP:Iteration 30Q (135256.320000 sec): 3 clusters
  Score: Raw -1050115.287181 + Penalty 3021.606817 = -1047093.680364
  nChanged 47
		SP:Iteration 31Q (135256.520000 sec): 3 clusters
  Score: Raw -1050148.961342 + Penalty 3021.606817 = -1047127.354525
  nChanged 51
		SP:Iteration 32Q (135256.740000 sec): 3 clusters
  Score: Raw -1050189.803691 + Penalty 3021.606817 = -1047168.196874
  nChanged 55
		SP:Iteration 33Q (135257.010000 sec): 3 clusters
  Score: Raw -1050224.480478 + Penalty 3021.606817 = -1047202.873661
  nChanged 44
		SP:Iteration 34Q (135257.270000 sec): 3 clusters
  Score: Raw -1050257.439955 + Penalty 3021.606817 = -1047235.833138
  nChanged 39
		SP:Iteration 35Q (135257.480000 sec): 3 clusters
  Score: Raw -1050284.199356 + Penalty 3021.606817 = -1047262.592539
  nChanged 32
		SP:Iteration 36Q (135257.730000 sec): 3 clusters
  Score: Raw -1050306.436842 + Penalty 3021.606817 = -1047284.830025
  nChanged 30
		SP:Iteration 37Q (135257.980000 sec): 3 clusters
  Score: Raw -1050329.107163 + Penalty 3021.606817 = -1047307.500346
  nChanged 25
		SP:Iteration 38Q (135258.250000 sec): 3 clusters
  Score: Raw -1050343.381381 + Penalty 3021.606817 = -1047321.774564
  nChanged 20
		SP:Iteration 39Q (135258.460000 sec): 3 clusters
  Score: Raw -1050353.318297 + Penalty 3021.606817 = -1047331.711480
  nChanged 17
		SP:Iteration 40F (135258.710000 sec): 3 clusters
  Score: Raw -1050361.557205 + Penalty 3021.606817 = -1047339.950388
  nChanged 15
		SP:Iteration 41Q (135258.950000 sec): 3 clusters
  Score: Raw -1050367.312789 + Penalty 3021.606817 = -1047345.705973
  nChanged 4
		SP:Iteration 42Q (135259.190000 sec): 3 clusters
  Score: Raw -1050368.866153 + Penalty 3021.606817 = -1047347.259336
  nChanged 3
		SP:Iteration 43Q (135259.430000 sec): 3 clusters
  Score: Raw -1050370.039734 + Penalty 3021.606817 = -1047348.432917
  nChanged 2
		SP:Iteration 44Q (135259.670000 sec): 3 clusters
  Score: Raw -1050370.816507 + Penalty 3021.606817 = -1047349.209690
  nChanged 1
		SP:Iteration 45Q (135259.900000 sec): 3 clusters
  Score: Raw -1050371.916658 + Penalty 3021.606817 = -1047350.309841
  nChanged 4
		SP:Iteration 46Q (135260.150000 sec): 3 clusters
  Score: Raw -1050373.897921 + Penalty 3021.606817 = -1047352.291104
  nChanged 5
		SP:Iteration 47Q (135260.410000 sec): 3 clusters
  Score: Raw -1050376.872907 + Penalty 3021.606817 = -1047355.266091
  nChanged 5
		SP:Iteration 48Q (135260.610000 sec): 3 clusters
  Score: Raw -1050378.355547 + Penalty 3021.606817 = -1047356.748730
  nChanged 3
		SP:Iteration 49Q (135260.830000 sec): 3 clusters
  Score: Raw -1050379.014816 + Penalty 3021.606817 = -1047357.407999
  nChanged 2
		SP:Iteration 50Q (135261.110000 sec): 3 clusters
  Score: Raw -1050379.476962 + Penalty 3021.606817 = -1047357.870145
  nChanged 0
		SP:Iteration 51F (135261.290000 sec): 3 clusters
  Score: Raw -1050379.476962 + Penalty 3021.606817 = -1047357.870145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135261.430000 sec): 2 clusters
  Score: Raw -2043264.210547 + Penalty 1607.511108 = -2041656.699439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135261.770000 sec): 3 clusters
  Score: Raw -2031411.499344 + Penalty 3215.022216 = -2028196.477129
  nChanged 8888
		SP:Iteration 1F (135261.990000 sec): 3 clusters
  Score: Raw -2036198.462059 + Penalty 3215.022216 = -2032983.439843
  nChanged 1016
		SP:Iteration 2F (135262.240000 sec): 3 clusters
  Score: Raw -2036567.510391 + Penalty 3215.022216 = -2033352.488175
  nChanged 956
		SP:Iteration 3Q (135262.560000 sec): 3 clusters
  Score: Raw -2036946.651517 + Penalty 3215.022216 = -2033731.629302
  nChanged 872
		SP:Iteration 4Q (135262.850000 sec): 3 clusters
  Score: Raw -2037305.096327 + Penalty 3215.022216 = -2034090.074112
  nChanged 863
		SP:Iteration 5Q (135263.150000 sec): 3 clusters
  Score: Raw -2037696.514118 + Penalty 3215.022216 = -2034481.491902
  nChanged 894
		SP:Iteration 6Q (135263.460000 sec): 3 clusters
  Score: Raw -2038115.032970 + Penalty 3215.022216 = -2034900.010755
  nChanged 885
		SP:Iteration 7Q (135263.740000 sec): 3 clusters
  Score: Raw -2038556.067238 + Penalty 3215.022216 = -2035341.045022
  nChanged 898
		SP:Iteration 8Q (135263.970000 sec): 3 clusters
  Score: Raw -2039030.994367 + Penalty 3215.022216 = -2035815.972151
  nChanged 945
		SP:Iteration 9Q (135264.260000 sec): 3 clusters
  Score: Raw -2039513.129836 + Penalty 3215.022216 = -2036298.107620
  nChanged 911
		SP:Iteration 10Q (135264.560000 sec): 3 clusters
  Score: Raw -2039974.720592 + Penalty 3215.022216 = -2036759.698377
  nChanged 822
		SP:Iteration 11Q (135264.860000 sec): 3 clusters
  Score: Raw -2040413.112011 + Penalty 3215.022216 = -2037198.089796
  nChanged 783
		SP:Iteration 12Q (135265.100000 sec): 3 clusters
  Score: Raw -2040848.274386 + Penalty 3215.022216 = -2037633.252171
  nChanged 717
		SP:Iteration 13Q (135265.370000 sec): 3 clusters
  Score: Raw -2041302.119712 + Penalty 3215.022216 = -2038087.097496
  nChanged 694
		SP:Iteration 14Q (135265.670000 sec): 3 clusters
  Score: Raw -2041782.437507 + Penalty 3215.022216 = -2038567.415291
  nChanged 662
		SP:Iteration 15Q (135265.920000 sec): 3 clusters
  Score: Raw -2042167.365669 + Penalty 3215.022216 = -2038952.343453
  nChanged 547
		SP:Iteration 16Q (135266.210000 sec): 3 clusters
  Score: Raw -2042466.017467 + Penalty 3215.022216 = -2039250.995252
  nChanged 493
		SP:Iteration 17Q (135266.480000 sec): 3 clusters
  Score: Raw -2042734.709668 + Penalty 3215.022216 = -2039519.687453
  nChanged 448
		SP:Iteration 18Q (135266.810000 sec): 3 clusters
  Score: Raw -2042979.350813 + Penalty 3215.022216 = -2039764.328598
  nChanged 421
		SP:Iteration 19Q (135267.080000 sec): 3 clusters
  Score: Raw -2043215.482760 + Penalty 3215.022216 = -2040000.460545
  nChanged 395
		SP:Iteration 20F (135267.360000 sec): 3 clusters
  Score: Raw -2043436.328415 + Penalty 3215.022216 = -2040221.306199
  nChanged 336
		SP:Iteration 21Q (135267.630000 sec): 3 clusters
  Score: Raw -2043599.971810 + Penalty 3215.022216 = -2040384.949595
  nChanged 300
		SP:Iteration 22Q (135267.870000 sec): 3 clusters
  Score: Raw -2043729.068231 + Penalty 3215.022216 = -2040514.046016
  nChanged 299
		SP:Iteration 23Q (135268.160000 sec): 3 clusters
  Score: Raw -2043853.783997 + Penalty 3215.022216 = -2040638.761782
  nChanged 269
		SP:Iteration 24Q (135268.410000 sec): 3 clusters
  Score: Raw -2043954.740939 + Penalty 3215.022216 = -2040739.718724
  nChanged 252
		SP:Iteration 25Q (135268.710000 sec): 3 clusters
  Score: Raw -2044044.383326 + Penalty 3215.022216 = -2040829.361111
  nChanged 215
		SP:Iteration 26Q (135269.010000 sec): 3 clusters
  Score: Raw -2044116.189366 + Penalty 3215.022216 = -2040901.167151
  nChanged 192
		SP:Iteration 27Q (135269.340000 sec): 3 clusters
  Score: Raw -2044177.364782 + Penalty 3215.022216 = -2040962.342566
  nChanged 168
		SP:Iteration 28Q (135269.620000 sec): 3 clusters
  Score: Raw -2044222.840871 + Penalty 3215.022216 = -2041007.818655
  nChanged 130
		SP:Iteration 29Q (135269.900000 sec): 3 clusters
  Score: Raw -2044253.535813 + Penalty 3215.022216 = -2041038.513597
  nChanged 104
		SP:Iteration 30Q (135270.250000 sec): 3 clusters
  Score: Raw -2044276.154003 + Penalty 3215.022216 = -2041061.131788
  nChanged 98
		SP:Iteration 31Q (135270.540000 sec): 3 clusters
  Score: Raw -2044295.359681 + Penalty 3215.022216 = -2041080.337466
  nChanged 95
		SP:Iteration 32Q (135270.840000 sec): 3 clusters
  Score: Raw -2044310.320332 + Penalty 3215.022216 = -2041095.298116
  nChanged 72
		SP:Iteration 33Q (135271.130000 sec): 3 clusters
  Score: Raw -2044322.048550 + Penalty 3215.022216 = -2041107.026335
  nChanged 65
		SP:Iteration 34Q (135271.370000 sec): 3 clusters
  Score: Raw -2044333.773689 + Penalty 3215.022216 = -2041118.751473
  nChanged 68
		SP:Iteration 35Q (135271.700000 sec): 3 clusters
  Score: Raw -2044343.372366 + Penalty 3215.022216 = -2041128.350150
  nChanged 53
		SP:Iteration 36Q (135271.940000 sec): 3 clusters
  Score: Raw -2044349.458137 + Penalty 3215.022216 = -2041134.435921
  nChanged 34
		SP:Iteration 37Q (135272.240000 sec): 3 clusters
  Score: Raw -2044353.346851 + Penalty 3215.022216 = -2041138.324636
  nChanged 41
		SP:Iteration 38Q (135272.490000 sec): 3 clusters
  Score: Raw -2044359.076541 + Penalty 3215.022216 = -2041144.054326
  nChanged 40
		SP:Iteration 39Q (135272.760000 sec): 3 clusters
  Score: Raw -2044364.239506 + Penalty 3215.022216 = -2041149.217291
  nChanged 31
		SP:Iteration 40F (135273.050000 sec): 3 clusters
  Score: Raw -2044368.223723 + Penalty 3215.022216 = -2041153.201508
  nChanged 30
		SP:Iteration 41Q (135273.310000 sec): 3 clusters
  Score: Raw -2044371.549360 + Penalty 3215.022216 = -2041156.527145
  nChanged 22
		SP:Iteration 42Q (135273.640000 sec): 3 clusters
  Score: Raw -2044373.400071 + Penalty 3215.022216 = -2041158.377855
  nChanged 19
		SP:Iteration 43Q (135273.930000 sec): 3 clusters
  Score: Raw -2044374.966376 + Penalty 3215.022216 = -2041159.944160
  nChanged 15
		SP:Iteration 44Q (135274.230000 sec): 3 clusters
  Score: Raw -2044376.164788 + Penalty 3215.022216 = -2041161.142572
  nChanged 15
		SP:Iteration 45Q (135274.520000 sec): 3 clusters
  Score: Raw -2044377.294843 + Penalty 3215.022216 = -2041162.272628
  nChanged 11
		SP:Iteration 46Q (135274.740000 sec): 3 clusters
  Score: Raw -2044378.228461 + Penalty 3215.022216 = -2041163.206245
  nChanged 14
		SP:Iteration 47Q (135275.020000 sec): 3 clusters
  Score: Raw -2044379.283422 + Penalty 3215.022216 = -2041164.261207
  nChanged 9
		SP:Iteration 48Q (135275.280000 sec): 3 clusters
  Score: Raw -2044379.955301 + Penalty 3215.022216 = -2041164.933086
  nChanged 11
		SP:Iteration 49Q (135275.600000 sec): 3 clusters
  Score: Raw -2044380.716515 + Penalty 3215.022216 = -2041165.694299
  nChanged 8
		SP:Iteration 50Q (135275.830000 sec): 3 clusters
  Score: Raw -2044381.170235 + Penalty 3215.022216 = -2041166.148020
  nChanged 6
		SP:Iteration 51Q (135276.060000 sec): 3 clusters
  Score: Raw -2044381.521004 + Penalty 3215.022216 = -2041166.498789
  nChanged 5
		SP:Iteration 52Q (135276.350000 sec): 3 clusters
  Score: Raw -2044381.831549 + Penalty 3215.022216 = -2041166.809333
  nChanged 1
		SP:Iteration 53Q (135276.660000 sec): 3 clusters
  Score: Raw -2044381.901954 + Penalty 3215.022216 = -2041166.879738
  nChanged 1
		SP:Iteration 54Q (135276.960000 sec): 3 clusters
  Score: Raw -2044381.952401 + Penalty 3215.022216 = -2041166.930185
  nChanged 0
		SP:Iteration 55F (135277.260000 sec): 3 clusters
  Score: Raw -2044381.952401 + Penalty 3215.022216 = -2041166.930185
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135277.360000 sec): 2 clusters
  Score: Raw -455478.734496 + Penalty 1363.344818 = -454115.389679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135277.550000 sec): 3 clusters
  Score: Raw -453276.844929 + Penalty 2726.689635 = -450550.155293
  nChanged 1768
		SP:Iteration 1F (135277.770000 sec): 3 clusters
  Score: Raw -454188.698116 + Penalty 2726.689635 = -451462.008481
  nChanged 294
		SP:Iteration 2F (135277.940000 sec): 3 clusters
  Score: Raw -454337.801338 + Penalty 2726.689635 = -451611.111703
  nChanged 223
		SP:Iteration 3F (135278.140000 sec): 3 clusters
  Score: Raw -454441.221672 + Penalty 2726.689635 = -451714.532037
  nChanged 158
		SP:Iteration 4Q (135278.330000 sec): 3 clusters
  Score: Raw -454514.550785 + Penalty 2726.689635 = -451787.861150
  nChanged 135
		SP:Iteration 5Q (135278.560000 sec): 3 clusters
  Score: Raw -454578.794709 + Penalty 2726.689635 = -451852.105074
  nChanged 115
		SP:Iteration 6Q (135278.730000 sec): 3 clusters
  Score: Raw -454631.061301 + Penalty 2726.689635 = -451904.371666
  nChanged 110
		SP:Iteration 7Q (135278.950000 sec): 3 clusters
  Score: Raw -454686.881809 + Penalty 2726.689635 = -451960.192174
  nChanged 115
		SP:Iteration 8Q (135279.130000 sec): 3 clusters
  Score: Raw -454751.091134 + Penalty 2726.689635 = -452024.401499
  nChanged 126
		SP:Iteration 9Q (135279.310000 sec): 3 clusters
  Score: Raw -454823.344110 + Penalty 2726.689635 = -452096.654475
  nChanged 126
		SP:Iteration 10Q (135279.510000 sec): 3 clusters
  Score: Raw -454898.936352 + Penalty 2726.689635 = -452172.246717
  nChanged 136
		SP:Iteration 11Q (135279.710000 sec): 3 clusters
  Score: Raw -454988.920179 + Penalty 2726.689635 = -452262.230544
  nChanged 132
		SP:Iteration 12Q (135279.930000 sec): 3 clusters
  Score: Raw -455082.384545 + Penalty 2726.689635 = -452355.694910
  nChanged 117
		SP:Iteration 13Q (135280.140000 sec): 3 clusters
  Score: Raw -455163.953383 + Penalty 2726.689635 = -452437.263748
  nChanged 107
		SP:Iteration 14Q (135280.330000 sec): 3 clusters
  Score: Raw -455244.987186 + Penalty 2726.689635 = -452518.297551
  nChanged 88
		SP:Iteration 15Q (135280.490000 sec): 3 clusters
  Score: Raw -455306.790802 + Penalty 2726.689635 = -452580.101167
  nChanged 66
		SP:Iteration 16Q (135280.690000 sec): 3 clusters
  Score: Raw -455359.632673 + Penalty 2726.689635 = -452632.943038
  nChanged 64
		SP:Iteration 17Q (135280.890000 sec): 3 clusters
  Score: Raw -455411.395836 + Penalty 2726.689635 = -452684.706201
  nChanged 59
		SP:Iteration 18Q (135281.080000 sec): 3 clusters
  Score: Raw -455454.595831 + Penalty 2726.689635 = -452727.906196
  nChanged 44
		SP:Iteration 19Q (135281.250000 sec): 3 clusters
  Score: Raw -455493.370040 + Penalty 2726.689635 = -452766.680404
  nChanged 35
		SP:Iteration 20F (135281.450000 sec): 3 clusters
  Score: Raw -455522.924938 + Penalty 2726.689635 = -452796.235303
  nChanged 23
		SP:Iteration 21Q (135281.650000 sec): 3 clusters
  Score: Raw -455541.087082 + Penalty 2726.689635 = -452814.397446
  nChanged 14
		SP:Iteration 22Q (135281.840000 sec): 3 clusters
  Score: Raw -455552.325319 + Penalty 2726.689635 = -452825.635684
  nChanged 10
		SP:Iteration 23Q (135282.050000 sec): 3 clusters
  Score: Raw -455559.748737 + Penalty 2726.689635 = -452833.059102
  nChanged 6
		SP:Iteration 24Q (135282.250000 sec): 3 clusters
  Score: Raw -455565.955152 + Penalty 2726.689635 = -452839.265517
  nChanged 9
		SP:Iteration 25Q (135282.470000 sec): 3 clusters
  Score: Raw -455572.583083 + Penalty 2726.689635 = -452845.893448
  nChanged 6
		SP:Iteration 26Q (135282.620000 sec): 3 clusters
  Score: Raw -455576.892468 + Penalty 2726.689635 = -452850.202833
  nChanged 8
		SP:Iteration 27Q (135282.800000 sec): 3 clusters
  Score: Raw -455583.619032 + Penalty 2726.689635 = -452856.929397
  nChanged 4
		SP:Iteration 28Q (135283.030000 sec): 3 clusters
  Score: Raw -455587.565406 + Penalty 2726.689635 = -452860.875771
  nChanged 4
		SP:Iteration 29Q (135283.250000 sec): 3 clusters
  Score: Raw -455591.208143 + Penalty 2726.689635 = -452864.518508
  nChanged 7
		SP:Iteration 30Q (135283.450000 sec): 3 clusters
  Score: Raw -455595.181839 + Penalty 2726.689635 = -452868.492203
  nChanged 2
		SP:Iteration 31Q (135283.670000 sec): 3 clusters
  Score: Raw -455596.103492 + Penalty 2726.689635 = -452869.413857
  nChanged 1
		SP:Iteration 32Q (135283.890000 sec): 3 clusters
  Score: Raw -455597.359832 + Penalty 2726.689635 = -452870.670197
  nChanged 3
		SP:Iteration 33Q (135284.070000 sec): 3 clusters
  Score: Raw -455598.851346 + Penalty 2726.689635 = -452872.161711
  nChanged 2
		SP:Iteration 34Q (135284.270000 sec): 3 clusters
  Score: Raw -455599.427480 + Penalty 2726.689635 = -452872.737844
  nChanged 0
		SP:Iteration 35F (135284.470000 sec): 3 clusters
  Score: Raw -455599.427480 + Penalty 2726.689635 = -452872.737844
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135284.580000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135284.760000 sec): 3 clusters
  Score: Raw -26522.561552 + Penalty 1841.588674 = -24680.972878
  nChanged 46
		SP:Iteration 1F (135284.990000 sec): 3 clusters
  Score: Raw -26619.135375 + Penalty 1841.588674 = -24777.546702
  nChanged 12
		SP:Iteration 2Q (135285.160000 sec): 3 clusters
  Score: Raw -26646.566545 + Penalty 1841.588674 = -24804.977872
  nChanged 7
		SP:Iteration 3Q (135285.320000 sec): 3 clusters
  Score: Raw -26661.182026 + Penalty 1841.588674 = -24819.593352
  nChanged 2
		SP:Iteration 4Q (135285.480000 sec): 3 clusters
  Score: Raw -26665.916752 + Penalty 1841.588674 = -24824.328079
  nChanged 2
		SP:Iteration 5Q (135285.680000 sec): 3 clusters
  Score: Raw -26673.591346 + Penalty 1841.588674 = -24832.002672
  nChanged 5
		SP:Iteration 6Q (135285.800000 sec): 3 clusters
  Score: Raw -26689.555610 + Penalty 1841.588674 = -24847.966937
  nChanged 5
		SP:Iteration 7Q (135285.980000 sec): 3 clusters
  Score: Raw -26700.781268 + Penalty 1841.588674 = -24859.192595
  nChanged 1
		SP:Iteration 8Q (135286.220000 sec): 3 clusters
  Score: Raw -26709.098495 + Penalty 1841.588674 = -24867.509822
  nChanged 0
		SP:Iteration 9F (135286.430000 sec): 3 clusters
  Score: Raw -26709.098495 + Penalty 1841.588674 = -24867.509822
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135286.500000 sec): 2 clusters
  Score: Raw -206611.402026 + Penalty 1236.602608 = -205374.799418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135286.770000 sec): 3 clusters
  Score: Raw -205741.715077 + Penalty 2473.205215 = -203268.509862
  nChanged 708
		SP:Iteration 1F (135286.920000 sec): 3 clusters
  Score: Raw -206202.447894 + Penalty 2473.205215 = -203729.242678
  nChanged 163
		SP:Iteration 2F (135287.120000 sec): 3 clusters
  Score: Raw -206333.547634 + Penalty 2473.205215 = -203860.342419
  nChanged 120
		SP:Iteration 3F (135287.340000 sec): 3 clusters
  Score: Raw -206428.773291 + Penalty 2473.205215 = -203955.568075
  nChanged 98
		SP:Iteration 4Q (135287.520000 sec): 3 clusters
  Score: Raw -206502.090755 + Penalty 2473.205215 = -204028.885539
  nChanged 69
		SP:Iteration 5Q (135287.680000 sec): 3 clusters
  Score: Raw -206558.881177 + Penalty 2473.205215 = -204085.675962
  nChanged 67
		SP:Iteration 6Q (135287.810000 sec): 3 clusters
  Score: Raw -206609.497397 + Penalty 2473.205215 = -204136.292182
  nChanged 52
		SP:Iteration 7Q (135288.030000 sec): 3 clusters
  Score: Raw -206652.479167 + Penalty 2473.205215 = -204179.273952
  nChanged 60
		SP:Iteration 8Q (135288.170000 sec): 3 clusters
  Score: Raw -206701.238900 + Penalty 2473.205215 = -204228.033684
  nChanged 57
		SP:Iteration 9Q (135288.350000 sec): 3 clusters
  Score: Raw -206743.352530 + Penalty 2473.205215 = -204270.147315
  nChanged 53
		SP:Iteration 10Q (135288.550000 sec): 3 clusters
  Score: Raw -206794.403356 + Penalty 2473.205215 = -204321.198140
  nChanged 50
		SP:Iteration 11Q (135288.760000 sec): 3 clusters
  Score: Raw -206831.552983 + Penalty 2473.205215 = -204358.347768
  nChanged 25
		SP:Iteration 12Q (135288.950000 sec): 3 clusters
  Score: Raw -206847.282231 + Penalty 2473.205215 = -204374.077016
  nChanged 20
		SP:Iteration 13Q (135289.200000 sec): 3 clusters
  Score: Raw -206860.125194 + Penalty 2473.205215 = -204386.919978
  nChanged 20
		SP:Iteration 14Q (135289.370000 sec): 3 clusters
  Score: Raw -206874.758483 + Penalty 2473.205215 = -204401.553268
  nChanged 16
		SP:Iteration 15Q (135289.560000 sec): 3 clusters
  Score: Raw -206884.532524 + Penalty 2473.205215 = -204411.327309
  nChanged 11
		SP:Iteration 16Q (135289.750000 sec): 3 clusters
  Score: Raw -206893.698896 + Penalty 2473.205215 = -204420.493680
  nChanged 9
		SP:Iteration 17Q (135289.940000 sec): 3 clusters
  Score: Raw -206898.339944 + Penalty 2473.205215 = -204425.134729
  nChanged 5
		SP:Iteration 18Q (135290.120000 sec): 3 clusters
  Score: Raw -206900.788328 + Penalty 2473.205215 = -204427.583113
  nChanged 3
		SP:Iteration 19Q (135290.300000 sec): 3 clusters
  Score: Raw -206902.146175 + Penalty 2473.205215 = -204428.940960
  nChanged 5
		SP:Iteration 20F (135290.520000 sec): 3 clusters
  Score: Raw -206904.875239 + Penalty 2473.205215 = -204431.670023
  nChanged 6
		SP:Iteration 21Q (135290.680000 sec): 3 clusters
  Score: Raw -206908.139888 + Penalty 2473.205215 = -204434.934673
  nChanged 3
		SP:Iteration 22Q (135290.910000 sec): 3 clusters
  Score: Raw -206910.559769 + Penalty 2473.205215 = -204437.354554
  nChanged 1
		SP:Iteration 23Q (135291.080000 sec): 3 clusters
  Score: Raw -206910.965948 + Penalty 2473.205215 = -204437.760732
  nChanged 2
		SP:Iteration 24Q (135291.270000 sec): 3 clusters
  Score: Raw -206911.552942 + Penalty 2473.205215 = -204438.347726
  nChanged 1
		SP:Iteration 25Q (135291.440000 sec): 3 clusters
  Score: Raw -206912.396334 + Penalty 2473.205215 = -204439.191118
  nChanged 3
		SP:Iteration 26Q (135291.640000 sec): 3 clusters
  Score: Raw -206914.497280 + Penalty 2473.205215 = -204441.292065
  nChanged 3
		SP:Iteration 27Q (135291.850000 sec): 3 clusters
  Score: Raw -206915.536002 + Penalty 2473.205215 = -204442.330787
  nChanged 3
		SP:Iteration 28Q (135292.050000 sec): 3 clusters
  Score: Raw -206916.991746 + Penalty 2473.205215 = -204443.786531
  nChanged 2
		SP:Iteration 29Q (135292.270000 sec): 3 clusters
  Score: Raw -206917.754077 + Penalty 2473.205215 = -204444.548862
  nChanged 0
		SP:Iteration 30F (135292.500000 sec): 3 clusters
  Score: Raw -206917.754077 + Penalty 2473.205215 = -204444.548862
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135292.650000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135292.870000 sec): 3 clusters
  Score: Raw -432312.625928 + Penalty 2710.570629 = -429602.055299
  nChanged 1712
		SP:Iteration 1F (135293.090000 sec): 3 clusters
  Score: Raw -433221.777875 + Penalty 2710.570629 = -430511.207246
  nChanged 322
		SP:Iteration 2F (135293.290000 sec): 3 clusters
  Score: Raw -433421.990566 + Penalty 2710.570629 = -430711.419937
  nChanged 285
		SP:Iteration 3F (135293.470000 sec): 3 clusters
  Score: Raw -433631.746080 + Penalty 2710.570629 = -430921.175451
  nChanged 255
		SP:Iteration 4F (135293.650000 sec): 3 clusters
  Score: Raw -433826.411985 + Penalty 2710.570629 = -431115.841355
  nChanged 240
		SP:Iteration 5F (135293.880000 sec): 3 clusters
  Score: Raw -434013.903024 + Penalty 2710.570629 = -431303.332395
  nChanged 231
		SP:Iteration 6F (135294.040000 sec): 3 clusters
  Score: Raw -434207.025769 + Penalty 2710.570629 = -431496.455140
  nChanged 185
		SP:Iteration 7Q (135294.250000 sec): 3 clusters
  Score: Raw -434346.361297 + Penalty 2710.570629 = -431635.790667
  nChanged 161
		SP:Iteration 8Q (135294.450000 sec): 3 clusters
  Score: Raw -434447.422334 + Penalty 2710.570629 = -431736.851705
  nChanged 99
		SP:Iteration 9Q (135294.660000 sec): 3 clusters
  Score: Raw -434510.122627 + Penalty 2710.570629 = -431799.551998
  nChanged 70
		SP:Iteration 10Q (135294.830000 sec): 3 clusters
  Score: Raw -434551.690531 + Penalty 2710.570629 = -431841.119901
  nChanged 57
		SP:Iteration 11Q (135295.000000 sec): 3 clusters
  Score: Raw -434589.583432 + Penalty 2710.570629 = -431879.012802
  nChanged 44
		SP:Iteration 12Q (135295.160000 sec): 3 clusters
  Score: Raw -434612.339053 + Penalty 2710.570629 = -431901.768423
  nChanged 42
		SP:Iteration 13Q (135295.360000 sec): 3 clusters
  Score: Raw -434638.339369 + Penalty 2710.570629 = -431927.768739
  nChanged 33
		SP:Iteration 14Q (135295.540000 sec): 3 clusters
  Score: Raw -434659.381274 + Penalty 2710.570629 = -431948.810645
  nChanged 29
		SP:Iteration 15Q (135295.760000 sec): 3 clusters
  Score: Raw -434675.336342 + Penalty 2710.570629 = -431964.765713
  nChanged 32
		SP:Iteration 16Q (135295.970000 sec): 3 clusters
  Score: Raw -434693.620225 + Penalty 2710.570629 = -431983.049596
  nChanged 26
		SP:Iteration 17Q (135296.160000 sec): 3 clusters
  Score: Raw -434709.160884 + Penalty 2710.570629 = -431998.590254
  nChanged 22
		SP:Iteration 18Q (135296.390000 sec): 3 clusters
  Score: Raw -434722.567821 + Penalty 2710.570629 = -432011.997191
  nChanged 18
		SP:Iteration 19Q (135296.560000 sec): 3 clusters
  Score: Raw -434733.415420 + Penalty 2710.570629 = -432022.844791
  nChanged 14
		SP:Iteration 20F (135296.780000 sec): 3 clusters
  Score: Raw -434739.632992 + Penalty 2710.570629 = -432029.062362
  nChanged 10
		SP:Iteration 21Q (135297.030000 sec): 3 clusters
  Score: Raw -434744.657102 + Penalty 2710.570629 = -432034.086473
  nChanged 13
		SP:Iteration 22Q (135297.240000 sec): 3 clusters
  Score: Raw -434750.366534 + Penalty 2710.570629 = -432039.795904
  nChanged 10
		SP:Iteration 23Q (135297.510000 sec): 3 clusters
  Score: Raw -434754.960531 + Penalty 2710.570629 = -432044.389901
  nChanged 9
		SP:Iteration 24Q (135297.680000 sec): 3 clusters
  Score: Raw -434758.983193 + Penalty 2710.570629 = -432048.412564
  nChanged 5
		SP:Iteration 25Q (135297.870000 sec): 3 clusters
  Score: Raw -434760.583682 + Penalty 2710.570629 = -432050.013053
  nChanged 3
		SP:Iteration 26Q (135298.110000 sec): 3 clusters
  Score: Raw -434761.271521 + Penalty 2710.570629 = -432050.700891
  nChanged 1
		SP:Iteration 27Q (135298.260000 sec): 3 clusters
  Score: Raw -434761.732687 + Penalty 2710.570629 = -432051.162058
  nChanged 1
		SP:Iteration 28Q (135298.470000 sec): 3 clusters
  Score: Raw -434761.902598 + Penalty 2710.570629 = -432051.331969
  nChanged 0
		SP:Iteration 29F (135298.700000 sec): 3 clusters
  Score: Raw -434761.902598 + Penalty 2710.570629 = -432051.331969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135298.790000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135299.030000 sec): 3 clusters
  Score: Raw -29637.217140 + Penalty 1859.101327 = -27778.115813
  nChanged 56
		SP:Iteration 1F (135299.220000 sec): 3 clusters
  Score: Raw -29788.706570 + Penalty 1859.101327 = -27929.605242
  nChanged 28
		SP:Iteration 2F (135299.380000 sec): 3 clusters
  Score: Raw -29867.115158 + Penalty 1859.101327 = -28008.013831
  nChanged 9
		SP:Iteration 3Q (135299.570000 sec): 3 clusters
  Score: Raw -29891.046393 + Penalty 1859.101327 = -28031.945066
  nChanged 8
		SP:Iteration 4Q (135299.750000 sec): 3 clusters
  Score: Raw -29904.578029 + Penalty 1859.101327 = -28045.476701
  nChanged 6
		SP:Iteration 5Q (135299.950000 sec): 3 clusters
  Score: Raw -29932.132421 + Penalty 1859.101327 = -28073.031093
  nChanged 8
		SP:Iteration 6Q (135300.140000 sec): 3 clusters
  Score: Raw -29974.051770 + Penalty 1859.101327 = -28114.950443
  nChanged 7
		SP:Iteration 7Q (135300.310000 sec): 3 clusters
  Score: Raw -30006.629628 + Penalty 1859.101327 = -28147.528301
  nChanged 8
		SP:Iteration 8Q (135300.520000 sec): 3 clusters
  Score: Raw -30040.645403 + Penalty 1859.101327 = -28181.544076
  nChanged 3
		SP:Iteration 9Q (135300.700000 sec): 3 clusters
  Score: Raw -30046.686106 + Penalty 1859.101327 = -28187.584779
  nChanged 3
		SP:Iteration 10Q (135300.860000 sec): 3 clusters
  Score: Raw -30056.091480 + Penalty 1859.101327 = -28196.990152
  nChanged 1
		SP:Iteration 11Q (135301.050000 sec): 3 clusters
  Score: Raw -30058.784386 + Penalty 1859.101327 = -28199.683059
  nChanged 1
		SP:Iteration 12Q (135301.230000 sec): 3 clusters
  Score: Raw -30074.061203 + Penalty 1859.101327 = -28214.959875
  nChanged 0
		SP:Iteration 13F (135301.400000 sec): 3 clusters
  Score: Raw -30079.372696 + Penalty 1859.101327 = -28220.271368
  nChanged 1
		SP:Iteration 14Q (135301.630000 sec): 3 clusters
  Score: Raw -30099.051848 + Penalty 1859.101327 = -28239.950521
  nChanged 1
		SP:Iteration 15Q (135301.780000 sec): 3 clusters
  Score: Raw -30101.230289 + Penalty 1859.101327 = -28242.128961
  nChanged 0
		SP:Iteration 16F (135301.910000 sec): 3 clusters
  Score: Raw -30101.230289 + Penalty 1859.101327 = -28242.128961
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (24249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135302.140000 sec): 2 clusters
  Score: Raw -2474868.687834 + Penalty 1640.621232 = -2473228.066602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135302.480000 sec): 3 clusters
  Score: Raw -2460034.113259 + Penalty 3281.242464 = -2456752.870795
  nChanged 11128
		SP:Iteration 1F (135302.820000 sec): 3 clusters
  Score: Raw -2466049.876330 + Penalty 3281.242464 = -2462768.633866
  nChanged 1082
		SP:Iteration 2Q (135303.170000 sec): 3 clusters
  Score: Raw -2466376.813913 + Penalty 3281.242464 = -2463095.571449
  nChanged 968
		SP:Iteration 3Q (135303.550000 sec): 3 clusters
  Score: Raw -2466661.720859 + Penalty 3281.242464 = -2463380.478395
  nChanged 932
		SP:Iteration 4Q (135303.910000 sec): 3 clusters
  Score: Raw -2467007.567176 + Penalty 3281.242464 = -2463726.324712
  nChanged 1017
		SP:Iteration 5Q (135304.230000 sec): 3 clusters
  Score: Raw -2467392.990786 + Penalty 3281.242464 = -2464111.748322
  nChanged 1072
		SP:Iteration 6Q (135304.580000 sec): 3 clusters
  Score: Raw -2467813.871044 + Penalty 3281.242464 = -2464532.628580
  nChanged 1071
		SP:Iteration 7Q (135304.950000 sec): 3 clusters
  Score: Raw -2468284.060623 + Penalty 3281.242464 = -2465002.818159
  nChanged 1105
		SP:Iteration 8Q (135305.310000 sec): 3 clusters
  Score: Raw -2468787.302712 + Penalty 3281.242464 = -2465506.060248
  nChanged 1093
		SP:Iteration 9Q (135305.630000 sec): 3 clusters
  Score: Raw -2469351.120161 + Penalty 3281.242464 = -2466069.877697
  nChanged 1096
		SP:Iteration 10Q (135305.960000 sec): 3 clusters
  Score: Raw -2470001.782450 + Penalty 3281.242464 = -2466720.539986
  nChanged 1090
		SP:Iteration 11Q (135306.220000 sec): 3 clusters
  Score: Raw -2470673.840325 + Penalty 3281.242464 = -2467392.597861
  nChanged 1023
		SP:Iteration 12Q (135306.530000 sec): 3 clusters
  Score: Raw -2471313.666969 + Penalty 3281.242464 = -2468032.424505
  nChanged 830
		SP:Iteration 13Q (135306.860000 sec): 3 clusters
  Score: Raw -2471726.546037 + Penalty 3281.242464 = -2468445.303573
  nChanged 652
		SP:Iteration 14Q (135307.180000 sec): 3 clusters
  Score: Raw -2471996.840689 + Penalty 3281.242464 = -2468715.598225
  nChanged 463
		SP:Iteration 15Q (135307.480000 sec): 3 clusters
  Score: Raw -2472168.389024 + Penalty 3281.242464 = -2468887.146560
  nChanged 409
		SP:Iteration 16Q (135307.800000 sec): 3 clusters
  Score: Raw -2472324.151152 + Penalty 3281.242464 = -2469042.908688
  nChanged 403
		SP:Iteration 17Q (135308.100000 sec): 3 clusters
  Score: Raw -2472477.093667 + Penalty 3281.242464 = -2469195.851203
  nChanged 393
		SP:Iteration 18Q (135308.420000 sec): 3 clusters
  Score: Raw -2472619.997151 + Penalty 3281.242464 = -2469338.754687
  nChanged 332
		SP:Iteration 19Q (135308.700000 sec): 3 clusters
  Score: Raw -2472734.146001 + Penalty 3281.242464 = -2469452.903537
  nChanged 313
		SP:Iteration 20F (135308.990000 sec): 3 clusters
  Score: Raw -2472829.977113 + Penalty 3281.242464 = -2469548.734649
  nChanged 306
		SP:Iteration 21Q (135309.320000 sec): 3 clusters
  Score: Raw -2472928.582769 + Penalty 3281.242464 = -2469647.340305
  nChanged 309
		SP:Iteration 22Q (135309.580000 sec): 3 clusters
  Score: Raw -2473030.168417 + Penalty 3281.242464 = -2469748.925953
  nChanged 333
		SP:Iteration 23Q (135309.910000 sec): 3 clusters
  Score: Raw -2473144.926403 + Penalty 3281.242464 = -2469863.683939
  nChanged 329
		SP:Iteration 24Q (135310.220000 sec): 3 clusters
  Score: Raw -2473260.976751 + Penalty 3281.242464 = -2469979.734287
  nChanged 326
		SP:Iteration 25Q (135310.460000 sec): 3 clusters
  Score: Raw -2473385.171505 + Penalty 3281.242464 = -2470103.929041
  nChanged 355
		SP:Iteration 26Q (135310.740000 sec): 3 clusters
  Score: Raw -2473533.506164 + Penalty 3281.242464 = -2470252.263700
  nChanged 337
		SP:Iteration 27Q (135311.070000 sec): 3 clusters
  Score: Raw -2473681.592755 + Penalty 3281.242464 = -2470400.350291
  nChanged 332
		SP:Iteration 28Q (135311.360000 sec): 3 clusters
  Score: Raw -2473824.544729 + Penalty 3281.242464 = -2470543.302265
  nChanged 319
		SP:Iteration 29Q (135311.700000 sec): 3 clusters
  Score: Raw -2473971.196015 + Penalty 3281.242464 = -2470689.953551
  nChanged 288
		SP:Iteration 30Q (135312.020000 sec): 3 clusters
  Score: Raw -2474104.916335 + Penalty 3281.242464 = -2470823.673871
  nChanged 242
		SP:Iteration 31Q (135312.360000 sec): 3 clusters
  Score: Raw -2474211.597706 + Penalty 3281.242464 = -2470930.355242
  nChanged 215
		SP:Iteration 32Q (135312.640000 sec): 3 clusters
  Score: Raw -2474306.883371 + Penalty 3281.242464 = -2471025.640907
  nChanged 197
		SP:Iteration 33Q (135312.950000 sec): 3 clusters
  Score: Raw -2474398.249966 + Penalty 3281.242464 = -2471117.007502
  nChanged 191
		SP:Iteration 34Q (135313.260000 sec): 3 clusters
  Score: Raw -2474492.983099 + Penalty 3281.242464 = -2471211.740635
  nChanged 190
		SP:Iteration 35Q (135313.530000 sec): 3 clusters
  Score: Raw -2474589.887131 + Penalty 3281.242464 = -2471308.644667
  nChanged 174
		SP:Iteration 36Q (135313.780000 sec): 3 clusters
  Score: Raw -2474680.489844 + Penalty 3281.242464 = -2471399.247380
  nChanged 163
		SP:Iteration 37Q (135314.110000 sec): 3 clusters
  Score: Raw -2474771.768197 + Penalty 3281.242464 = -2471490.525733
  nChanged 135
		SP:Iteration 38Q (135314.410000 sec): 3 clusters
  Score: Raw -2474852.715983 + Penalty 3281.242464 = -2471571.473519
  nChanged 112
		SP:Iteration 39Q (135314.720000 sec): 3 clusters
  Score: Raw -2474922.927616 + Penalty 3281.242464 = -2471641.685152
  nChanged 92
		SP:Iteration 40F (135315.050000 sec): 3 clusters
  Score: Raw -2474977.396329 + Penalty 3281.242464 = -2471696.153865
  nChanged 74
		SP:Iteration 41Q (135315.320000 sec): 3 clusters
  Score: Raw -2475019.530416 + Penalty 3281.242464 = -2471738.287952
  nChanged 49
		SP:Iteration 42Q (135315.640000 sec): 3 clusters
  Score: Raw -2475047.675536 + Penalty 3281.242464 = -2471766.433072
  nChanged 31
		SP:Iteration 43Q (135315.930000 sec): 3 clusters
  Score: Raw -2475065.389832 + Penalty 3281.242464 = -2471784.147368
  nChanged 26
		SP:Iteration 44Q (135316.240000 sec): 3 clusters
  Score: Raw -2475077.862919 + Penalty 3281.242464 = -2471796.620455
  nChanged 19
		SP:Iteration 45Q (135316.490000 sec): 3 clusters
  Score: Raw -2475090.593068 + Penalty 3281.242464 = -2471809.350604
  nChanged 10
		SP:Iteration 46Q (135316.740000 sec): 3 clusters
  Score: Raw -2475096.159033 + Penalty 3281.242464 = -2471814.916569
  nChanged 6
		SP:Iteration 47Q (135317.030000 sec): 3 clusters
  Score: Raw -2475098.735516 + Penalty 3281.242464 = -2471817.493052
  nChanged 5
		SP:Iteration 48Q (135317.300000 sec): 3 clusters
  Score: Raw -2475101.085927 + Penalty 3281.242464 = -2471819.843463
  nChanged 7
		SP:Iteration 49Q (135317.570000 sec): 3 clusters
  Score: Raw -2475103.529172 + Penalty 3281.242464 = -2471822.286708
  nChanged 9
		SP:Iteration 50Q (135317.880000 sec): 3 clusters
  Score: Raw -2475107.106268 + Penalty 3281.242464 = -2471825.863804
  nChanged 10
		SP:Iteration 51Q (135318.120000 sec): 3 clusters
  Score: Raw -2475112.555879 + Penalty 3281.242464 = -2471831.313415
  nChanged 9
		SP:Iteration 52Q (135318.380000 sec): 3 clusters
  Score: Raw -2475116.545962 + Penalty 3281.242464 = -2471835.303498
  nChanged 4
		SP:Iteration 53Q (135318.670000 sec): 3 clusters
  Score: Raw -2475118.693177 + Penalty 3281.242464 = -2471837.450713
  nChanged 5
		SP:Iteration 54Q (135318.950000 sec): 3 clusters
  Score: Raw -2475120.760852 + Penalty 3281.242464 = -2471839.518388
  nChanged 2
		SP:Iteration 55Q (135319.280000 sec): 3 clusters
  Score: Raw -2475121.813358 + Penalty 3281.242464 = -2471840.570894
  nChanged 3
		SP:Iteration 56Q (135319.540000 sec): 3 clusters
  Score: Raw -2475122.772210 + Penalty 3281.242464 = -2471841.529746
  nChanged 3
		SP:Iteration 57Q (135319.800000 sec): 3 clusters
  Score: Raw -2475124.921640 + Penalty 3281.242464 = -2471843.679176
  nChanged 4
		SP:Iteration 58Q (135320.080000 sec): 3 clusters
  Score: Raw -2475126.749833 + Penalty 3281.242464 = -2471845.507369
  nChanged 2
		SP:Iteration 59Q (135320.340000 sec): 3 clusters
  Score: Raw -2475128.174432 + Penalty 3281.242464 = -2471846.931968
  nChanged 3
		SP:Iteration 60F (135320.610000 sec): 3 clusters
  Score: Raw -2475129.905731 + Penalty 3281.242464 = -2471848.663267
  nChanged 3
		SP:Iteration 61Q (135320.850000 sec): 3 clusters
  Score: Raw -2475130.956051 + Penalty 3281.242464 = -2471849.713587
  nChanged 0
		SP:Iteration 62F (135321.160000 sec): 3 clusters
  Score: Raw -2475130.956051 + Penalty 3281.242464 = -2471849.713587
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135321.240000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135321.460000 sec): 3 clusters
  Score: Raw -147767.255097 + Penalty 2342.795110 = -145424.459987
  nChanged 461
		SP:Iteration 1F (135321.610000 sec): 3 clusters
  Score: Raw -148146.285037 + Penalty 2342.795110 = -145803.489927
  nChanged 122
		SP:Iteration 2F (135321.820000 sec): 3 clusters
  Score: Raw -148280.541489 + Penalty 2342.795110 = -145937.746379
  nChanged 74
		SP:Iteration 3F (135322.020000 sec): 3 clusters
  Score: Raw -148373.657540 + Penalty 2342.795110 = -146030.862430
  nChanged 68
		SP:Iteration 4F (135322.200000 sec): 3 clusters
  Score: Raw -148460.489604 + Penalty 2342.795110 = -146117.694494
  nChanged 67
		SP:Iteration 5Q (135322.410000 sec): 3 clusters
  Score: Raw -148528.405068 + Penalty 2342.795110 = -146185.609958
  nChanged 55
		SP:Iteration 6Q (135322.580000 sec): 3 clusters
  Score: Raw -148599.284916 + Penalty 2342.795110 = -146256.489806
  nChanged 55
		SP:Iteration 7Q (135322.800000 sec): 3 clusters
  Score: Raw -148662.673328 + Penalty 2342.795110 = -146319.878218
  nChanged 39
		SP:Iteration 8Q (135322.960000 sec): 3 clusters
  Score: Raw -148706.756422 + Penalty 2342.795110 = -146363.961312
  nChanged 32
		SP:Iteration 9Q (135323.200000 sec): 3 clusters
  Score: Raw -148736.400943 + Penalty 2342.795110 = -146393.605834
  nChanged 24
		SP:Iteration 10Q (135323.360000 sec): 3 clusters
  Score: Raw -148759.957354 + Penalty 2342.795110 = -146417.162244
  nChanged 16
		SP:Iteration 11Q (135323.530000 sec): 3 clusters
  Score: Raw -148774.600392 + Penalty 2342.795110 = -146431.805282
  nChanged 13
		SP:Iteration 12Q (135323.740000 sec): 3 clusters
  Score: Raw -148786.307352 + Penalty 2342.795110 = -146443.512242
  nChanged 10
		SP:Iteration 13Q (135323.950000 sec): 3 clusters
  Score: Raw -148794.183706 + Penalty 2342.795110 = -146451.388596
  nChanged 8
		SP:Iteration 14Q (135324.150000 sec): 3 clusters
  Score: Raw -148801.652901 + Penalty 2342.795110 = -146458.857791
  nChanged 4
		SP:Iteration 15Q (135324.270000 sec): 3 clusters
  Score: Raw -148805.601292 + Penalty 2342.795110 = -146462.806183
  nChanged 3
		SP:Iteration 16Q (135324.440000 sec): 3 clusters
  Score: Raw -148808.317348 + Penalty 2342.795110 = -146465.522238
  nChanged 2
		SP:Iteration 17Q (135324.600000 sec): 3 clusters
  Score: Raw -148809.957234 + Penalty 2342.795110 = -146467.162124
  nChanged 2
		SP:Iteration 18Q (135324.750000 sec): 3 clusters
  Score: Raw -148810.988561 + Penalty 2342.795110 = -146468.193451
  nChanged 0
		SP:Iteration 19F (135324.940000 sec): 3 clusters
  Score: Raw -148810.988561 + Penalty 2342.795110 = -146468.193451
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135325.070000 sec): 2 clusters
  Score: Raw -389466.723879 + Penalty 1345.656715 = -388121.067164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135325.280000 sec): 3 clusters
  Score: Raw -387514.979568 + Penalty 2691.313430 = -384823.666138
  nChanged 1600
		SP:Iteration 1F (135325.480000 sec): 3 clusters
  Score: Raw -388442.164476 + Penalty 2691.313430 = -385750.851046
  nChanged 310
		SP:Iteration 2F (135325.660000 sec): 3 clusters
  Score: Raw -388630.384638 + Penalty 2691.313430 = -385939.071208
  nChanged 215
		SP:Iteration 3F (135325.840000 sec): 3 clusters
  Score: Raw -388764.071491 + Penalty 2691.313430 = -386072.758061
  nChanged 178
		SP:Iteration 4Q (135326.060000 sec): 3 clusters
  Score: Raw -388883.116721 + Penalty 2691.313430 = -386191.803291
  nChanged 167
		SP:Iteration 5Q (135326.230000 sec): 3 clusters
  Score: Raw -388984.827503 + Penalty 2691.313430 = -386293.514073
  nChanged 139
		SP:Iteration 6Q (135326.440000 sec): 3 clusters
  Score: Raw -389065.962620 + Penalty 2691.313430 = -386374.649190
  nChanged 128
		SP:Iteration 7Q (135326.640000 sec): 3 clusters
  Score: Raw -389135.465708 + Penalty 2691.313430 = -386444.152278
  nChanged 97
		SP:Iteration 8Q (135326.800000 sec): 3 clusters
  Score: Raw -389179.542391 + Penalty 2691.313430 = -386488.228961
  nChanged 77
		SP:Iteration 9Q (135326.990000 sec): 3 clusters
  Score: Raw -389218.319921 + Penalty 2691.313430 = -386527.006491
  nChanged 67
		SP:Iteration 10Q (135327.210000 sec): 3 clusters
  Score: Raw -389246.585606 + Penalty 2691.313430 = -386555.272176
  nChanged 50
		SP:Iteration 11Q (135327.380000 sec): 3 clusters
  Score: Raw -389272.923046 + Penalty 2691.313430 = -386581.609616
  nChanged 59
		SP:Iteration 12Q (135327.600000 sec): 3 clusters
  Score: Raw -389308.875634 + Penalty 2691.313430 = -386617.562204
  nChanged 69
		SP:Iteration 13Q (135327.770000 sec): 3 clusters
  Score: Raw -389350.659883 + Penalty 2691.313430 = -386659.346453
  nChanged 71
		SP:Iteration 14Q (135327.970000 sec): 3 clusters
  Score: Raw -389398.506819 + Penalty 2691.313430 = -386707.193389
  nChanged 65
		SP:Iteration 15Q (135328.140000 sec): 3 clusters
  Score: Raw -389444.511762 + Penalty 2691.313430 = -386753.198332
  nChanged 76
		SP:Iteration 16Q (135328.320000 sec): 3 clusters
  Score: Raw -389504.452083 + Penalty 2691.313430 = -386813.138653
  nChanged 80
		SP:Iteration 17Q (135328.530000 sec): 3 clusters
  Score: Raw -389560.215846 + Penalty 2691.313430 = -386868.902416
  nChanged 81
		SP:Iteration 18Q (135328.730000 sec): 3 clusters
  Score: Raw -389608.091749 + Penalty 2691.313430 = -386916.778319
  nChanged 76
		SP:Iteration 19Q (135328.940000 sec): 3 clusters
  Score: Raw -389656.746225 + Penalty 2691.313430 = -386965.432795
  nChanged 71
		SP:Iteration 20F (135329.110000 sec): 3 clusters
  Score: Raw -389699.572880 + Penalty 2691.313430 = -387008.259450
  nChanged 61
		SP:Iteration 21Q (135329.280000 sec): 3 clusters
  Score: Raw -389734.010194 + Penalty 2691.313430 = -387042.696763
  nChanged 60
		SP:Iteration 22Q (135329.480000 sec): 3 clusters
  Score: Raw -389778.793980 + Penalty 2691.313430 = -387087.480550
  nChanged 63
		SP:Iteration 23Q (135329.640000 sec): 3 clusters
  Score: Raw -389824.344257 + Penalty 2691.313430 = -387133.030827
  nChanged 52
		SP:Iteration 24Q (135329.860000 sec): 3 clusters
  Score: Raw -389861.346030 + Penalty 2691.313430 = -387170.032600
  nChanged 54
		SP:Iteration 25Q (135330.070000 sec): 3 clusters
  Score: Raw -389888.793676 + Penalty 2691.313430 = -387197.480246
  nChanged 45
		SP:Iteration 26Q (135330.260000 sec): 3 clusters
  Score: Raw -389916.626221 + Penalty 2691.313430 = -387225.312791
  nChanged 41
		SP:Iteration 27Q (135330.480000 sec): 3 clusters
  Score: Raw -389942.514671 + Penalty 2691.313430 = -387251.201241
  nChanged 39
		SP:Iteration 28Q (135330.710000 sec): 3 clusters
  Score: Raw -389963.990649 + Penalty 2691.313430 = -387272.677219
  nChanged 39
		SP:Iteration 29Q (135330.910000 sec): 3 clusters
  Score: Raw -389990.231040 + Penalty 2691.313430 = -387298.917610
  nChanged 46
		SP:Iteration 30Q (135331.100000 sec): 3 clusters
  Score: Raw -390023.290049 + Penalty 2691.313430 = -387331.976618
  nChanged 48
		SP:Iteration 31Q (135331.300000 sec): 3 clusters
  Score: Raw -390057.617279 + Penalty 2691.313430 = -387366.303849
  nChanged 39
		SP:Iteration 32Q (135331.480000 sec): 3 clusters
  Score: Raw -390081.041187 + Penalty 2691.313430 = -387389.727757
  nChanged 32
		SP:Iteration 33Q (135331.700000 sec): 3 clusters
  Score: Raw -390097.191489 + Penalty 2691.313430 = -387405.878058
  nChanged 33
		SP:Iteration 34Q (135331.920000 sec): 3 clusters
  Score: Raw -390114.127726 + Penalty 2691.313430 = -387422.814295
  nChanged 34
		SP:Iteration 35Q (135332.140000 sec): 3 clusters
  Score: Raw -390134.681308 + Penalty 2691.313430 = -387443.367878
  nChanged 38
		SP:Iteration 36Q (135332.360000 sec): 3 clusters
  Score: Raw -390162.548802 + Penalty 2691.313430 = -387471.235372
  nChanged 41
		SP:Iteration 37Q (135332.550000 sec): 3 clusters
  Score: Raw -390193.630079 + Penalty 2691.313430 = -387502.316649
  nChanged 43
		SP:Iteration 38Q (135332.780000 sec): 3 clusters
  Score: Raw -390224.609648 + Penalty 2691.313430 = -387533.296217
  nChanged 38
		SP:Iteration 39Q (135332.970000 sec): 3 clusters
  Score: Raw -390249.486508 + Penalty 2691.313430 = -387558.173078
  nChanged 35
		SP:Iteration 40F (135333.140000 sec): 3 clusters
  Score: Raw -390282.839718 + Penalty 2691.313430 = -387591.526288
  nChanged 34
		SP:Iteration 41Q (135333.340000 sec): 3 clusters
  Score: Raw -390309.883202 + Penalty 2691.313430 = -387618.569772
  nChanged 41
		SP:Iteration 42Q (135333.540000 sec): 3 clusters
  Score: Raw -390356.116983 + Penalty 2691.313430 = -387664.803553
  nChanged 38
		SP:Iteration 43Q (135333.720000 sec): 3 clusters
  Score: Raw -390408.562656 + Penalty 2691.313430 = -387717.249226
  nChanged 40
		SP:Iteration 44Q (135333.920000 sec): 3 clusters
  Score: Raw -390443.755084 + Penalty 2691.313430 = -387752.441654
  nChanged 24
		SP:Iteration 45Q (135334.080000 sec): 3 clusters
  Score: Raw -390455.519680 + Penalty 2691.313430 = -387764.206250
  nChanged 8
		SP:Iteration 46Q (135334.280000 sec): 3 clusters
  Score: Raw -390458.973905 + Penalty 2691.313430 = -387767.660475
  nChanged 6
		SP:Iteration 47Q (135334.440000 sec): 3 clusters
  Score: Raw -390460.937796 + Penalty 2691.313430 = -387769.624366
  nChanged 4
		SP:Iteration 48Q (135334.610000 sec): 3 clusters
  Score: Raw -390462.958132 + Penalty 2691.313430 = -387771.644702
  nChanged 4
		SP:Iteration 49Q (135334.830000 sec): 3 clusters
  Score: Raw -390464.423640 + Penalty 2691.313430 = -387773.110210
  nChanged 3
		SP:Iteration 50Q (135335.030000 sec): 3 clusters
  Score: Raw -390464.985556 + Penalty 2691.313430 = -387773.672126
  nChanged 1
		SP:Iteration 51Q (135335.210000 sec): 3 clusters
  Score: Raw -390465.169644 + Penalty 2691.313430 = -387773.856214
  nChanged 1
		SP:Iteration 52Q (135335.430000 sec): 3 clusters
  Score: Raw -390465.402390 + Penalty 2691.313430 = -387774.088960
  nChanged 0
		SP:Iteration 53F (135335.620000 sec): 3 clusters
  Score: Raw -390465.402390 + Penalty 2691.313430 = -387774.088960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135335.750000 sec): 2 clusters
  Score: Raw -784278.835193 + Penalty 1447.465009 = -782831.370184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135335.970000 sec): 3 clusters
  Score: Raw -780231.613394 + Penalty 2894.930018 = -777336.683376
  nChanged 3064
		SP:Iteration 1F (135336.150000 sec): 3 clusters
  Score: Raw -781872.928967 + Penalty 2894.930018 = -778977.998949
  nChanged 499
		SP:Iteration 2F (135336.340000 sec): 3 clusters
  Score: Raw -782112.376213 + Penalty 2894.930018 = -779217.446195
  nChanged 382
		SP:Iteration 3F (135336.520000 sec): 3 clusters
  Score: Raw -782285.726132 + Penalty 2894.930018 = -779390.796114
  nChanged 324
		SP:Iteration 4Q (135336.740000 sec): 3 clusters
  Score: Raw -782450.395019 + Penalty 2894.930018 = -779555.465001
  nChanged 323
		SP:Iteration 5Q (135336.960000 sec): 3 clusters
  Score: Raw -782620.036104 + Penalty 2894.930018 = -779725.106086
  nChanged 296
		SP:Iteration 6Q (135337.180000 sec): 3 clusters
  Score: Raw -782783.357432 + Penalty 2894.930018 = -779888.427414
  nChanged 292
		SP:Iteration 7Q (135337.400000 sec): 3 clusters
  Score: Raw -782973.300995 + Penalty 2894.930018 = -780078.370977
  nChanged 295
		SP:Iteration 8Q (135337.570000 sec): 3 clusters
  Score: Raw -783159.112587 + Penalty 2894.930018 = -780264.182569
  nChanged 282
		SP:Iteration 9Q (135337.780000 sec): 3 clusters
  Score: Raw -783375.131998 + Penalty 2894.930018 = -780480.201980
  nChanged 271
		SP:Iteration 10Q (135337.960000 sec): 3 clusters
  Score: Raw -783594.291349 + Penalty 2894.930018 = -780699.361331
  nChanged 256
		SP:Iteration 11Q (135338.180000 sec): 3 clusters
  Score: Raw -783802.455996 + Penalty 2894.930018 = -780907.525978
  nChanged 222
		SP:Iteration 12Q (135338.370000 sec): 3 clusters
  Score: Raw -783996.560208 + Penalty 2894.930018 = -781101.630190
  nChanged 199
		SP:Iteration 13Q (135338.560000 sec): 3 clusters
  Score: Raw -784152.095928 + Penalty 2894.930018 = -781257.165911
  nChanged 158
		SP:Iteration 14Q (135338.800000 sec): 3 clusters
  Score: Raw -784279.788829 + Penalty 2894.930018 = -781384.858811
  nChanged 136
		SP:Iteration 15Q (135338.990000 sec): 3 clusters
  Score: Raw -784375.070791 + Penalty 2894.930018 = -781480.140774
  nChanged 100
		SP:Iteration 16Q (135339.180000 sec): 3 clusters
  Score: Raw -784447.348010 + Penalty 2894.930018 = -781552.417992
  nChanged 96
		SP:Iteration 17Q (135339.420000 sec): 3 clusters
  Score: Raw -784495.133569 + Penalty 2894.930018 = -781600.203551
  nChanged 76
		SP:Iteration 18Q (135339.570000 sec): 3 clusters
  Score: Raw -784525.609713 + Penalty 2894.930018 = -781630.679695
  nChanged 51
		SP:Iteration 19Q (135339.760000 sec): 3 clusters
  Score: Raw -784550.805708 + Penalty 2894.930018 = -781655.875690
  nChanged 55
		SP:Iteration 20F (135340.010000 sec): 3 clusters
  Score: Raw -784574.105786 + Penalty 2894.930018 = -781679.175768
  nChanged 41
		SP:Iteration 21Q (135340.200000 sec): 3 clusters
  Score: Raw -784591.656787 + Penalty 2894.930018 = -781696.726770
  nChanged 37
		SP:Iteration 22Q (135340.420000 sec): 3 clusters
  Score: Raw -784608.415954 + Penalty 2894.930018 = -781713.485936
  nChanged 30
		SP:Iteration 23Q (135340.640000 sec): 3 clusters
  Score: Raw -784622.664767 + Penalty 2894.930018 = -781727.734749
  nChanged 25
		SP:Iteration 24Q (135340.860000 sec): 3 clusters
  Score: Raw -784633.024212 + Penalty 2894.930018 = -781738.094194
  nChanged 20
		SP:Iteration 25Q (135341.070000 sec): 3 clusters
  Score: Raw -784640.765964 + Penalty 2894.930018 = -781745.835946
  nChanged 19
		SP:Iteration 26Q (135341.230000 sec): 3 clusters
  Score: Raw -784648.243335 + Penalty 2894.930018 = -781753.313317
  nChanged 22
		SP:Iteration 27Q (135341.480000 sec): 3 clusters
  Score: Raw -784656.920243 + Penalty 2894.930018 = -781761.990225
  nChanged 19
		SP:Iteration 28Q (135341.720000 sec): 3 clusters
  Score: Raw -784662.667555 + Penalty 2894.930018 = -781767.737537
  nChanged 16
		SP:Iteration 29Q (135341.910000 sec): 3 clusters
  Score: Raw -784667.204490 + Penalty 2894.930018 = -781772.274472
  nChanged 12
		SP:Iteration 30Q (135342.160000 sec): 3 clusters
  Score: Raw -784671.322650 + Penalty 2894.930018 = -781776.392633
  nChanged 11
		SP:Iteration 31Q (135342.380000 sec): 3 clusters
  Score: Raw -784674.616989 + Penalty 2894.930018 = -781779.686971
  nChanged 9
		SP:Iteration 32Q (135342.620000 sec): 3 clusters
  Score: Raw -784677.153662 + Penalty 2894.930018 = -781782.223644
  nChanged 5
		SP:Iteration 33Q (135342.840000 sec): 3 clusters
  Score: Raw -784678.227657 + Penalty 2894.930018 = -781783.297639
  nChanged 5
		SP:Iteration 34Q (135343.060000 sec): 3 clusters
  Score: Raw -784679.266298 + Penalty 2894.930018 = -781784.336280
  nChanged 5
		SP:Iteration 35Q (135343.250000 sec): 3 clusters
  Score: Raw -784681.107055 + Penalty 2894.930018 = -781786.177038
  nChanged 7
		SP:Iteration 36Q (135343.480000 sec): 3 clusters
  Score: Raw -784683.836527 + Penalty 2894.930018 = -781788.906509
  nChanged 8
		SP:Iteration 37Q (135343.660000 sec): 3 clusters
  Score: Raw -784687.046584 + Penalty 2894.930018 = -781792.116566
  nChanged 9
		SP:Iteration 38Q (135343.850000 sec): 3 clusters
  Score: Raw -784690.026256 + Penalty 2894.930018 = -781795.096239
  nChanged 4
		SP:Iteration 39Q (135344.070000 sec): 3 clusters
  Score: Raw -784691.324754 + Penalty 2894.930018 = -781796.394736
  nChanged 5
		SP:Iteration 40F (135344.290000 sec): 3 clusters
  Score: Raw -784692.667696 + Penalty 2894.930018 = -781797.737678
  nChanged 3
		SP:Iteration 41Q (135344.480000 sec): 3 clusters
  Score: Raw -784694.017627 + Penalty 2894.930018 = -781799.087609
  nChanged 3
		SP:Iteration 42Q (135344.670000 sec): 3 clusters
  Score: Raw -784695.989097 + Penalty 2894.930018 = -781801.059080
  nChanged 3
		SP:Iteration 43Q (135344.890000 sec): 3 clusters
  Score: Raw -784697.703610 + Penalty 2894.930018 = -781802.773592
  nChanged 2
		SP:Iteration 44Q (135345.070000 sec): 3 clusters
  Score: Raw -784698.129465 + Penalty 2894.930018 = -781803.199448
  nChanged 0
		SP:Iteration 45F (135345.270000 sec): 3 clusters
  Score: Raw -784698.129465 + Penalty 2894.930018 = -781803.199448
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135345.350000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135345.550000 sec): 3 clusters
  Score: Raw -85776.471700 + Penalty 2192.965621 = -83583.506079
  nChanged 236
		SP:Iteration 1F (135345.700000 sec): 3 clusters
  Score: Raw -86030.270197 + Penalty 2192.965621 = -83837.304576
  nChanged 58
		SP:Iteration 2F (135345.930000 sec): 3 clusters
  Score: Raw -86111.169649 + Penalty 2192.965621 = -83918.204028
  nChanged 34
		SP:Iteration 3Q (135346.130000 sec): 3 clusters
  Score: Raw -86152.090632 + Penalty 2192.965621 = -83959.125010
  nChanged 22
		SP:Iteration 4Q (135346.310000 sec): 3 clusters
  Score: Raw -86174.245457 + Penalty 2192.965621 = -83981.279836
  nChanged 13
		SP:Iteration 5Q (135346.440000 sec): 3 clusters
  Score: Raw -86187.273157 + Penalty 2192.965621 = -83994.307536
  nChanged 12
		SP:Iteration 6Q (135346.610000 sec): 3 clusters
  Score: Raw -86203.642361 + Penalty 2192.965621 = -84010.676740
  nChanged 16
		SP:Iteration 7Q (135346.800000 sec): 3 clusters
  Score: Raw -86217.939290 + Penalty 2192.965621 = -84024.973669
  nChanged 4
		SP:Iteration 8Q (135346.970000 sec): 3 clusters
  Score: Raw -86221.319085 + Penalty 2192.965621 = -84028.353464
  nChanged 2
		SP:Iteration 9Q (135347.190000 sec): 3 clusters
  Score: Raw -86222.632754 + Penalty 2192.965621 = -84029.667133
  nChanged 3
		SP:Iteration 10Q (135347.370000 sec): 3 clusters
  Score: Raw -86225.729474 + Penalty 2192.965621 = -84032.763853
  nChanged 2
		SP:Iteration 11Q (135347.550000 sec): 3 clusters
  Score: Raw -86227.446596 + Penalty 2192.965621 = -84034.480975
  nChanged 0
		SP:Iteration 12F (135347.740000 sec): 3 clusters
  Score: Raw -86227.446596 + Penalty 2192.965621 = -84034.480975
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135347.900000 sec): 2 clusters
  Score: Raw -1649673.837476 + Penalty 1572.679684 = -1648101.157793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135348.110000 sec): 3 clusters
  Score: Raw -1640375.829063 + Penalty 3145.359368 = -1637230.469696
  nChanged 7064
		SP:Iteration 1F (135348.360000 sec): 3 clusters
  Score: Raw -1644647.246457 + Penalty 3145.359368 = -1641501.887089
  nChanged 1087
		SP:Iteration 2F (135348.590000 sec): 3 clusters
  Score: Raw -1645266.318829 + Penalty 3145.359368 = -1642120.959462
  nChanged 1027
		SP:Iteration 3F (135348.830000 sec): 3 clusters
  Score: Raw -1645864.807675 + Penalty 3145.359368 = -1642719.448308
  nChanged 991
		SP:Iteration 4F (135349.050000 sec): 3 clusters
  Score: Raw -1646409.527806 + Penalty 3145.359368 = -1643264.168438
  nChanged 925
		SP:Iteration 5F (135349.300000 sec): 3 clusters
  Score: Raw -1646901.576439 + Penalty 3145.359368 = -1643756.217072
  nChanged 843
		SP:Iteration 6F (135349.560000 sec): 3 clusters
  Score: Raw -1647305.376553 + Penalty 3145.359368 = -1644160.017185
  nChanged 693
		SP:Iteration 7Q (135349.780000 sec): 3 clusters
  Score: Raw -1647623.328372 + Penalty 3145.359368 = -1644477.969004
  nChanged 557
		SP:Iteration 8Q (135350.010000 sec): 3 clusters
  Score: Raw -1647857.331637 + Penalty 3145.359368 = -1644711.972269
  nChanged 455
		SP:Iteration 9Q (135350.260000 sec): 3 clusters
  Score: Raw -1648019.247813 + Penalty 3145.359368 = -1644873.888445
  nChanged 362
		SP:Iteration 10Q (135350.510000 sec): 3 clusters
  Score: Raw -1648137.213565 + Penalty 3145.359368 = -1644991.854197
  nChanged 298
		SP:Iteration 11Q (135350.760000 sec): 3 clusters
  Score: Raw -1648227.419218 + Penalty 3145.359368 = -1645082.059851
  nChanged 255
		SP:Iteration 12Q (135350.960000 sec): 3 clusters
  Score: Raw -1648306.564086 + Penalty 3145.359368 = -1645161.204719
  nChanged 250
		SP:Iteration 13Q (135351.250000 sec): 3 clusters
  Score: Raw -1648380.015796 + Penalty 3145.359368 = -1645234.656428
  nChanged 220
		SP:Iteration 14Q (135351.470000 sec): 3 clusters
  Score: Raw -1648445.680852 + Penalty 3145.359368 = -1645300.321484
  nChanged 219
		SP:Iteration 15Q (135351.730000 sec): 3 clusters
  Score: Raw -1648516.580865 + Penalty 3145.359368 = -1645371.221498
  nChanged 218
		SP:Iteration 16Q (135351.930000 sec): 3 clusters
  Score: Raw -1648582.889251 + Penalty 3145.359368 = -1645437.529884
  nChanged 208
		SP:Iteration 17Q (135352.200000 sec): 3 clusters
  Score: Raw -1648653.393224 + Penalty 3145.359368 = -1645508.033857
  nChanged 202
		SP:Iteration 18Q (135352.420000 sec): 3 clusters
  Score: Raw -1648722.647348 + Penalty 3145.359368 = -1645577.287980
  nChanged 196
		SP:Iteration 19Q (135352.650000 sec): 3 clusters
  Score: Raw -1648790.674533 + Penalty 3145.359368 = -1645645.315165
  nChanged 178
		SP:Iteration 20F (135352.920000 sec): 3 clusters
  Score: Raw -1648851.664945 + Penalty 3145.359368 = -1645706.305577
  nChanged 165
		SP:Iteration 21Q (135353.180000 sec): 3 clusters
  Score: Raw -1648911.976905 + Penalty 3145.359368 = -1645766.617537
  nChanged 168
		SP:Iteration 22Q (135353.450000 sec): 3 clusters
  Score: Raw -1648979.861763 + Penalty 3145.359368 = -1645834.502395
  nChanged 196
		SP:Iteration 23Q (135353.710000 sec): 3 clusters
  Score: Raw -1649056.668557 + Penalty 3145.359368 = -1645911.309189
  nChanged 170
		SP:Iteration 24Q (135353.910000 sec): 3 clusters
  Score: Raw -1649127.840177 + Penalty 3145.359368 = -1645982.480810
  nChanged 174
		SP:Iteration 25Q (135354.190000 sec): 3 clusters
  Score: Raw -1649211.232371 + Penalty 3145.359368 = -1646065.873004
  nChanged 166
		SP:Iteration 26Q (135354.450000 sec): 3 clusters
  Score: Raw -1649293.223594 + Penalty 3145.359368 = -1646147.864226
  nChanged 148
		SP:Iteration 27Q (135354.670000 sec): 3 clusters
  Score: Raw -1649384.444333 + Penalty 3145.359368 = -1646239.084966
  nChanged 156
		SP:Iteration 28Q (135354.990000 sec): 3 clusters
  Score: Raw -1649475.667460 + Penalty 3145.359368 = -1646330.308093
  nChanged 122
		SP:Iteration 29Q (135355.250000 sec): 3 clusters
  Score: Raw -1649539.235548 + Penalty 3145.359368 = -1646393.876181
  nChanged 99
		SP:Iteration 30Q (135355.490000 sec): 3 clusters
  Score: Raw -1649588.987908 + Penalty 3145.359368 = -1646443.628540
  nChanged 76
		SP:Iteration 31Q (135355.740000 sec): 3 clusters
  Score: Raw -1649627.865033 + Penalty 3145.359368 = -1646482.505665
  nChanged 49
		SP:Iteration 32Q (135355.990000 sec): 3 clusters
  Score: Raw -1649657.231683 + Penalty 3145.359368 = -1646511.872316
  nChanged 47
		SP:Iteration 33Q (135356.240000 sec): 3 clusters
  Score: Raw -1649685.848219 + Penalty 3145.359368 = -1646540.488852
  nChanged 51
		SP:Iteration 34Q (135356.470000 sec): 3 clusters
  Score: Raw -1649722.934628 + Penalty 3145.359368 = -1646577.575261
  nChanged 46
		SP:Iteration 35Q (135356.740000 sec): 3 clusters
  Score: Raw -1649755.748407 + Penalty 3145.359368 = -1646610.389039
  nChanged 43
		SP:Iteration 36Q (135357.020000 sec): 3 clusters
  Score: Raw -1649779.371035 + Penalty 3145.359368 = -1646634.011667
  nChanged 25
		SP:Iteration 37Q (135357.270000 sec): 3 clusters
  Score: Raw -1649793.886885 + Penalty 3145.359368 = -1646648.527517
  nChanged 28
		SP:Iteration 38Q (135357.500000 sec): 3 clusters
  Score: Raw -1649811.668625 + Penalty 3145.359368 = -1646666.309257
  nChanged 21
		SP:Iteration 39Q (135357.720000 sec): 3 clusters
  Score: Raw -1649824.877639 + Penalty 3145.359368 = -1646679.518272
  nChanged 21
		SP:Iteration 40F (135357.970000 sec): 3 clusters
  Score: Raw -1649839.281201 + Penalty 3145.359368 = -1646693.921833
  nChanged 20
		SP:Iteration 41Q (135358.220000 sec): 3 clusters
  Score: Raw -1649850.675731 + Penalty 3145.359368 = -1646705.316363
  nChanged 19
		SP:Iteration 42Q (135358.430000 sec): 3 clusters
  Score: Raw -1649863.162961 + Penalty 3145.359368 = -1646717.803594
  nChanged 14
		SP:Iteration 43Q (135358.680000 sec): 3 clusters
  Score: Raw -1649874.156902 + Penalty 3145.359368 = -1646728.797534
  nChanged 11
		SP:Iteration 44Q (135358.890000 sec): 3 clusters
  Score: Raw -1649881.211004 + Penalty 3145.359368 = -1646735.851637
  nChanged 11
		SP:Iteration 45Q (135359.160000 sec): 3 clusters
  Score: Raw -1649888.074842 + Penalty 3145.359368 = -1646742.715474
  nChanged 12
		SP:Iteration 46Q (135359.370000 sec): 3 clusters
  Score: Raw -1649893.413390 + Penalty 3145.359368 = -1646748.054022
  nChanged 7
		SP:Iteration 47Q (135359.670000 sec): 3 clusters
  Score: Raw -1649898.855210 + Penalty 3145.359368 = -1646753.495843
  nChanged 7
		SP:Iteration 48Q (135359.890000 sec): 3 clusters
  Score: Raw -1649904.494328 + Penalty 3145.359368 = -1646759.134961
  nChanged 12
		SP:Iteration 49Q (135360.100000 sec): 3 clusters
  Score: Raw -1649913.113909 + Penalty 3145.359368 = -1646767.754541
  nChanged 8
		SP:Iteration 50Q (135360.310000 sec): 3 clusters
  Score: Raw -1649918.599150 + Penalty 3145.359368 = -1646773.239783
  nChanged 7
		SP:Iteration 51Q (135360.580000 sec): 3 clusters
  Score: Raw -1649922.476815 + Penalty 3145.359368 = -1646777.117447
  nChanged 0
		SP:Iteration 52F (135360.770000 sec): 3 clusters
  Score: Raw -1649922.476815 + Penalty 3145.359368 = -1646777.117447
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135360.910000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135361.100000 sec): 3 clusters
  Score: Raw -46945.180182 + Penalty 1975.978288 = -44969.201893
  nChanged 88
		SP:Iteration 1F (135361.300000 sec): 3 clusters
  Score: Raw -47067.618474 + Penalty 1975.978288 = -45091.640185
  nChanged 20
		SP:Iteration 2Q (135361.460000 sec): 3 clusters
  Score: Raw -47099.589032 + Penalty 1975.978288 = -45123.610744
  nChanged 8
		SP:Iteration 3Q (135361.630000 sec): 3 clusters
  Score: Raw -47114.204957 + Penalty 1975.978288 = -45138.226669
  nChanged 5
		SP:Iteration 4Q (135361.850000 sec): 3 clusters
  Score: Raw -47119.429140 + Penalty 1975.978288 = -45143.450851
  nChanged 3
		SP:Iteration 5Q (135362.010000 sec): 3 clusters
  Score: Raw -47122.480126 + Penalty 1975.978288 = -45146.501838
  nChanged 2
		SP:Iteration 6Q (135362.150000 sec): 3 clusters
  Score: Raw -47126.778493 + Penalty 1975.978288 = -45150.800205
  nChanged 1
		SP:Iteration 7Q (135362.330000 sec): 3 clusters
  Score: Raw -47128.520469 + Penalty 1975.978288 = -45152.542180
  nChanged 3
		SP:Iteration 8Q (135362.500000 sec): 3 clusters
  Score: Raw -47134.104088 + Penalty 1975.978288 = -45158.125799
  nChanged 2
		SP:Iteration 9Q (135362.670000 sec): 3 clusters
  Score: Raw -47137.021125 + Penalty 1975.978288 = -45161.042837
  nChanged 1
		SP:Iteration 10Q (135362.850000 sec): 3 clusters
  Score: Raw -47139.262764 + Penalty 1975.978288 = -45163.284476
  nChanged 1
		SP:Iteration 11Q (135363.000000 sec): 3 clusters
  Score: Raw -47141.396266 + Penalty 1975.978288 = -45165.417977
  nChanged 1
		SP:Iteration 12Q (135363.160000 sec): 3 clusters
  Score: Raw -47142.017781 + Penalty 1975.978288 = -45166.039493
  nChanged 1
		SP:Iteration 13Q (135363.350000 sec): 3 clusters
  Score: Raw -47146.275067 + Penalty 1975.978288 = -45170.296778
  nChanged 2
		SP:Iteration 14Q (135363.490000 sec): 3 clusters
  Score: Raw -47150.114986 + Penalty 1975.978288 = -45174.136698
  nChanged 1
		SP:Iteration 15Q (135363.670000 sec): 3 clusters
  Score: Raw -47151.446703 + Penalty 1975.978288 = -45175.468415
  nChanged 0
		SP:Iteration 16F (135363.840000 sec): 3 clusters
  Score: Raw -47151.446703 + Penalty 1975.978288 = -45175.468415
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135363.950000 sec): 2 clusters
  Score: Raw -471926.720273 + Penalty 1388.626175 = -470538.094098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135364.110000 sec): 3 clusters
  Score: Raw -469259.989898 + Penalty 2777.252350 = -466482.737549
  nChanged 2103
		SP:Iteration 1F (135364.320000 sec): 3 clusters
  Score: Raw -470614.169155 + Penalty 2777.252350 = -467836.916805
  nChanged 465
		SP:Iteration 2F (135364.480000 sec): 3 clusters
  Score: Raw -470945.523172 + Penalty 2777.252350 = -468168.270822
  nChanged 337
		SP:Iteration 3F (135364.690000 sec): 3 clusters
  Score: Raw -471164.937429 + Penalty 2777.252350 = -468387.685079
  nChanged 282
		SP:Iteration 4F (135364.930000 sec): 3 clusters
  Score: Raw -471318.648520 + Penalty 2777.252350 = -468541.396170
  nChanged 203
		SP:Iteration 5Q (135365.130000 sec): 3 clusters
  Score: Raw -471417.937043 + Penalty 2777.252350 = -468640.684693
  nChanged 164
		SP:Iteration 6Q (135365.310000 sec): 3 clusters
  Score: Raw -471502.261884 + Penalty 2777.252350 = -468725.009534
  nChanged 129
		SP:Iteration 7Q (135365.540000 sec): 3 clusters
  Score: Raw -471570.293772 + Penalty 2777.252350 = -468793.041422
  nChanged 129
		SP:Iteration 8Q (135365.750000 sec): 3 clusters
  Score: Raw -471624.028404 + Penalty 2777.252350 = -468846.776055
  nChanged 109
		SP:Iteration 9Q (135365.930000 sec): 3 clusters
  Score: Raw -471671.763721 + Penalty 2777.252350 = -468894.511371
  nChanged 113
		SP:Iteration 10Q (135366.110000 sec): 3 clusters
  Score: Raw -471727.226571 + Penalty 2777.252350 = -468949.974222
  nChanged 93
		SP:Iteration 11Q (135366.300000 sec): 3 clusters
  Score: Raw -471782.809751 + Penalty 2777.252350 = -469005.557401
  nChanged 86
		SP:Iteration 12Q (135366.430000 sec): 3 clusters
  Score: Raw -471829.898021 + Penalty 2777.252350 = -469052.645671
  nChanged 82
		SP:Iteration 13Q (135366.630000 sec): 3 clusters
  Score: Raw -471891.163508 + Penalty 2777.252350 = -469113.911158
  nChanged 92
		SP:Iteration 14Q (135366.860000 sec): 3 clusters
  Score: Raw -471953.995962 + Penalty 2777.252350 = -469176.743612
  nChanged 91
		SP:Iteration 15Q (135367.030000 sec): 3 clusters
  Score: Raw -472004.223165 + Penalty 2777.252350 = -469226.970815
  nChanged 68
		SP:Iteration 16Q (135367.230000 sec): 3 clusters
  Score: Raw -472032.027425 + Penalty 2777.252350 = -469254.775075
  nChanged 48
		SP:Iteration 17Q (135367.420000 sec): 3 clusters
  Score: Raw -472057.522341 + Penalty 2777.252350 = -469280.269991
  nChanged 58
		SP:Iteration 18Q (135367.610000 sec): 3 clusters
  Score: Raw -472088.403191 + Penalty 2777.252350 = -469311.150842
  nChanged 54
		SP:Iteration 19Q (135367.790000 sec): 3 clusters
  Score: Raw -472112.691880 + Penalty 2777.252350 = -469335.439530
  nChanged 46
		SP:Iteration 20F (135367.990000 sec): 3 clusters
  Score: Raw -472131.015766 + Penalty 2777.252350 = -469353.763416
  nChanged 27
		SP:Iteration 21Q (135368.230000 sec): 3 clusters
  Score: Raw -472141.034540 + Penalty 2777.252350 = -469363.782190
  nChanged 23
		SP:Iteration 22Q (135368.350000 sec): 3 clusters
  Score: Raw -472148.414814 + Penalty 2777.252350 = -469371.162465
  nChanged 20
		SP:Iteration 23Q (135368.540000 sec): 3 clusters
  Score: Raw -472153.614938 + Penalty 2777.252350 = -469376.362588
  nChanged 16
		SP:Iteration 24Q (135368.720000 sec): 3 clusters
  Score: Raw -472156.683337 + Penalty 2777.252350 = -469379.430987
  nChanged 10
		SP:Iteration 25Q (135368.890000 sec): 3 clusters
  Score: Raw -472159.326691 + Penalty 2777.252350 = -469382.074342
  nChanged 10
		SP:Iteration 26Q (135369.020000 sec): 3 clusters
  Score: Raw -472161.899001 + Penalty 2777.252350 = -469384.646651
  nChanged 8
		SP:Iteration 27Q (135369.210000 sec): 3 clusters
  Score: Raw -472163.380345 + Penalty 2777.252350 = -469386.127995
  nChanged 6
		SP:Iteration 28Q (135369.350000 sec): 3 clusters
  Score: Raw -472164.502746 + Penalty 2777.252350 = -469387.250396
  nChanged 0
		SP:Iteration 29F (135369.550000 sec): 3 clusters
  Score: Raw -472164.502746 + Penalty 2777.252350 = -469387.250396
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135369.630000 sec): 2 clusters
  Score: Raw -630676.757978 + Penalty 1416.596736 = -629260.161243
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135369.830000 sec): 3 clusters
  Score: Raw -627465.661191 + Penalty 2833.193471 = -624632.467720
  nChanged 2474
		SP:Iteration 1F (135370.010000 sec): 3 clusters
  Score: Raw -628764.681978 + Penalty 2833.193471 = -625931.488507
  nChanged 376
		SP:Iteration 2F (135370.210000 sec): 3 clusters
  Score: Raw -628946.406843 + Penalty 2833.193471 = -626113.213372
  nChanged 301
		SP:Iteration 3Q (135370.440000 sec): 3 clusters
  Score: Raw -629083.896918 + Penalty 2833.193471 = -626250.703447
  nChanged 265
		SP:Iteration 4Q (135370.650000 sec): 3 clusters
  Score: Raw -629199.115962 + Penalty 2833.193471 = -626365.922491
  nChanged 226
		SP:Iteration 5Q (135370.850000 sec): 3 clusters
  Score: Raw -629311.630000 + Penalty 2833.193471 = -626478.436529
  nChanged 223
		SP:Iteration 6Q (135371.070000 sec): 3 clusters
  Score: Raw -629413.182416 + Penalty 2833.193471 = -626579.988944
  nChanged 195
		SP:Iteration 7Q (135371.260000 sec): 3 clusters
  Score: Raw -629491.538933 + Penalty 2833.193471 = -626658.345462
  nChanged 172
		SP:Iteration 8Q (135371.470000 sec): 3 clusters
  Score: Raw -629550.906446 + Penalty 2833.193471 = -626717.712975
  nChanged 137
		SP:Iteration 9Q (135371.690000 sec): 3 clusters
  Score: Raw -629591.266574 + Penalty 2833.193471 = -626758.073103
  nChanged 111
		SP:Iteration 10Q (135371.910000 sec): 3 clusters
  Score: Raw -629615.584083 + Penalty 2833.193471 = -626782.390612
  nChanged 93
		SP:Iteration 11Q (135372.130000 sec): 3 clusters
  Score: Raw -629640.562255 + Penalty 2833.193471 = -626807.368784
  nChanged 97
		SP:Iteration 12Q (135372.350000 sec): 3 clusters
  Score: Raw -629665.357803 + Penalty 2833.193471 = -626832.164332
  nChanged 79
		SP:Iteration 13Q (135372.560000 sec): 3 clusters
  Score: Raw -629689.973112 + Penalty 2833.193471 = -626856.779641
  nChanged 85
		SP:Iteration 14Q (135372.770000 sec): 3 clusters
  Score: Raw -629716.611351 + Penalty 2833.193471 = -626883.417880
  nChanged 76
		SP:Iteration 15Q (135372.980000 sec): 3 clusters
  Score: Raw -629737.002382 + Penalty 2833.193471 = -626903.808911
  nChanged 71
		SP:Iteration 16Q (135373.190000 sec): 3 clusters
  Score: Raw -629753.070815 + Penalty 2833.193471 = -626919.877344
  nChanged 63
		SP:Iteration 17Q (135373.410000 sec): 3 clusters
  Score: Raw -629770.313725 + Penalty 2833.193471 = -626937.120254
  nChanged 68
		SP:Iteration 18Q (135373.640000 sec): 3 clusters
  Score: Raw -629788.026320 + Penalty 2833.193471 = -626954.832849
  nChanged 60
		SP:Iteration 19Q (135373.910000 sec): 3 clusters
  Score: Raw -629801.255103 + Penalty 2833.193471 = -626968.061632
  nChanged 46
		SP:Iteration 20F (135374.110000 sec): 3 clusters
  Score: Raw -629812.518206 + Penalty 2833.193471 = -626979.324735
  nChanged 62
		SP:Iteration 21Q (135374.350000 sec): 3 clusters
  Score: Raw -629830.059426 + Penalty 2833.193471 = -626996.865955
  nChanged 68
		SP:Iteration 22Q (135374.570000 sec): 3 clusters
  Score: Raw -629848.945942 + Penalty 2833.193471 = -627015.752470
  nChanged 77
		SP:Iteration 23Q (135374.780000 sec): 3 clusters
  Score: Raw -629866.415798 + Penalty 2833.193471 = -627033.222326
  nChanged 77
		SP:Iteration 24Q (135374.970000 sec): 3 clusters
  Score: Raw -629887.071798 + Penalty 2833.193471 = -627053.878327
  nChanged 85
		SP:Iteration 25Q (135375.220000 sec): 3 clusters
  Score: Raw -629911.843159 + Penalty 2833.193471 = -627078.649688
  nChanged 86
		SP:Iteration 26Q (135375.440000 sec): 3 clusters
  Score: Raw -629935.429369 + Penalty 2833.193471 = -627102.235898
  nChanged 82
		SP:Iteration 27Q (135375.650000 sec): 3 clusters
  Score: Raw -629958.829652 + Penalty 2833.193471 = -627125.636181
  nChanged 100
		SP:Iteration 28Q (135375.870000 sec): 3 clusters
  Score: Raw -629990.223225 + Penalty 2833.193471 = -627157.029754
  nChanged 108
		SP:Iteration 29Q (135376.110000 sec): 3 clusters
  Score: Raw -630026.027447 + Penalty 2833.193471 = -627192.833976
  nChanged 122
		SP:Iteration 30Q (135376.320000 sec): 3 clusters
  Score: Raw -630065.748639 + Penalty 2833.193471 = -627232.555168
  nChanged 119
		SP:Iteration 31Q (135376.560000 sec): 3 clusters
  Score: Raw -630106.854138 + Penalty 2833.193471 = -627273.660667
  nChanged 119
		SP:Iteration 32Q (135376.800000 sec): 3 clusters
  Score: Raw -630150.817493 + Penalty 2833.193471 = -627317.624022
  nChanged 109
		SP:Iteration 33Q (135376.970000 sec): 3 clusters
  Score: Raw -630195.724991 + Penalty 2833.193471 = -627362.531520
  nChanged 140
		SP:Iteration 34Q (135377.210000 sec): 3 clusters
  Score: Raw -630257.483709 + Penalty 2833.193471 = -627424.290238
  nChanged 138
		SP:Iteration 35Q (135377.430000 sec): 3 clusters
  Score: Raw -630320.853870 + Penalty 2833.193471 = -627487.660399
  nChanged 147
		SP:Iteration 36Q (135377.590000 sec): 3 clusters
  Score: Raw -630392.656477 + Penalty 2833.193471 = -627559.463005
  nChanged 127
		SP:Iteration 37Q (135377.760000 sec): 3 clusters
  Score: Raw -630456.573721 + Penalty 2833.193471 = -627623.380250
  nChanged 119
		SP:Iteration 38Q (135378.000000 sec): 3 clusters
  Score: Raw -630515.757649 + Penalty 2833.193471 = -627682.564178
  nChanged 109
		SP:Iteration 39Q (135378.170000 sec): 3 clusters
  Score: Raw -630574.736164 + Penalty 2833.193471 = -627741.542693
  nChanged 97
		SP:Iteration 40F (135378.390000 sec): 3 clusters
  Score: Raw -630624.001598 + Penalty 2833.193471 = -627790.808127
  nChanged 90
		SP:Iteration 41Q (135378.590000 sec): 3 clusters
  Score: Raw -630672.259057 + Penalty 2833.193471 = -627839.065586
  nChanged 82
		SP:Iteration 42Q (135378.810000 sec): 3 clusters
  Score: Raw -630717.281043 + Penalty 2833.193471 = -627884.087572
  nChanged 72
		SP:Iteration 43Q (135378.980000 sec): 3 clusters
  Score: Raw -630755.852700 + Penalty 2833.193471 = -627922.659229
  nChanged 57
		SP:Iteration 44Q (135379.190000 sec): 3 clusters
  Score: Raw -630784.516200 + Penalty 2833.193471 = -627951.322729
  nChanged 43
		SP:Iteration 45Q (135379.390000 sec): 3 clusters
  Score: Raw -630809.354477 + Penalty 2833.193471 = -627976.161006
  nChanged 44
		SP:Iteration 46Q (135379.600000 sec): 3 clusters
  Score: Raw -630836.631113 + Penalty 2833.193471 = -628003.437642
  nChanged 45
		SP:Iteration 47Q (135379.790000 sec): 3 clusters
  Score: Raw -630863.148248 + Penalty 2833.193471 = -628029.954777
  nChanged 40
		SP:Iteration 48Q (135380.050000 sec): 3 clusters
  Score: Raw -630886.821618 + Penalty 2833.193471 = -628053.628147
  nChanged 38
		SP:Iteration 49Q (135380.240000 sec): 3 clusters
  Score: Raw -630908.120091 + Penalty 2833.193471 = -628074.926620
  nChanged 18
		SP:Iteration 50Q (135380.460000 sec): 3 clusters
  Score: Raw -630916.929108 + Penalty 2833.193471 = -628083.735637
  nChanged 17
		SP:Iteration 51Q (135380.680000 sec): 3 clusters
  Score: Raw -630928.085207 + Penalty 2833.193471 = -628094.891736
  nChanged 19
		SP:Iteration 52Q (135380.880000 sec): 3 clusters
  Score: Raw -630943.299243 + Penalty 2833.193471 = -628110.105772
  nChanged 26
		SP:Iteration 53Q (135381.120000 sec): 3 clusters
  Score: Raw -630963.742717 + Penalty 2833.193471 = -628130.549246
  nChanged 30
		SP:Iteration 54Q (135381.300000 sec): 3 clusters
  Score: Raw -630984.608704 + Penalty 2833.193471 = -628151.415233
  nChanged 23
		SP:Iteration 55Q (135381.530000 sec): 3 clusters
  Score: Raw -630999.768962 + Penalty 2833.193471 = -628166.575491
  nChanged 22
		SP:Iteration 56Q (135381.790000 sec): 3 clusters
  Score: Raw -631014.084545 + Penalty 2833.193471 = -628180.891074
  nChanged 11
		SP:Iteration 57Q (135381.990000 sec): 3 clusters
  Score: Raw -631019.812435 + Penalty 2833.193471 = -628186.618964
  nChanged 12
		SP:Iteration 58Q (135382.230000 sec): 3 clusters
  Score: Raw -631028.817608 + Penalty 2833.193471 = -628195.624137
  nChanged 8
		SP:Iteration 59Q (135382.440000 sec): 3 clusters
  Score: Raw -631034.462868 + Penalty 2833.193471 = -628201.269397
  nChanged 7
		SP:Iteration 60F (135382.700000 sec): 3 clusters
  Score: Raw -631038.559242 + Penalty 2833.193471 = -628205.365771
  nChanged 2
		SP:Iteration 61Q (135382.870000 sec): 3 clusters
  Score: Raw -631039.532073 + Penalty 2833.193471 = -628206.338602
  nChanged 3
		SP:Iteration 62Q (135383.110000 sec): 3 clusters
  Score: Raw -631041.268798 + Penalty 2833.193471 = -628208.075327
  nChanged 4
		SP:Iteration 63Q (135383.340000 sec): 3 clusters
  Score: Raw -631043.562491 + Penalty 2833.193471 = -628210.369020
  nChanged 3
		SP:Iteration 64Q (135383.560000 sec): 3 clusters
  Score: Raw -631047.613035 + Penalty 2833.193471 = -628214.419564
  nChanged 7
		SP:Iteration 65Q (135383.730000 sec): 3 clusters
  Score: Raw -631051.882646 + Penalty 2833.193471 = -628218.689175
  nChanged 4
		SP:Iteration 66Q (135383.910000 sec): 3 clusters
  Score: Raw -631054.424809 + Penalty 2833.193471 = -628221.231338
  nChanged 2
		SP:Iteration 67Q (135384.070000 sec): 3 clusters
  Score: Raw -631055.081098 + Penalty 2833.193471 = -628221.887626
  nChanged 2
		SP:Iteration 68Q (135384.270000 sec): 3 clusters
  Score: Raw -631055.676472 + Penalty 2833.193471 = -628222.483001
  nChanged 2
		SP:Iteration 69Q (135384.460000 sec): 3 clusters
  Score: Raw -631056.733323 + Penalty 2833.193471 = -628223.539852
  nChanged 1
		SP:Iteration 70Q (135384.660000 sec): 3 clusters
  Score: Raw -631057.489369 + Penalty 2833.193471 = -628224.295898
  nChanged 0
		SP:Iteration 71F (135384.890000 sec): 3 clusters
  Score: Raw -631057.489369 + Penalty 2833.193471 = -628224.295898
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135384.970000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135385.150000 sec): 3 clusters
  Score: Raw -49463.841534 + Penalty 2003.077311 = -47460.764223
  nChanged 96
		SP:Iteration 1F (135385.360000 sec): 3 clusters
  Score: Raw -49596.277389 + Penalty 2003.077311 = -47593.200077
  nChanged 14
		SP:Iteration 2Q (135385.580000 sec): 3 clusters
  Score: Raw -49622.966458 + Penalty 2003.077311 = -47619.889146
  nChanged 8
		SP:Iteration 3Q (135385.790000 sec): 3 clusters
  Score: Raw -49636.844124 + Penalty 2003.077311 = -47633.766813
  nChanged 3
		SP:Iteration 4Q (135385.990000 sec): 3 clusters
  Score: Raw -49642.498045 + Penalty 2003.077311 = -47639.420733
  nChanged 4
		SP:Iteration 5Q (135386.200000 sec): 3 clusters
  Score: Raw -49650.529860 + Penalty 2003.077311 = -47647.452548
  nChanged 3
		SP:Iteration 6Q (135386.450000 sec): 3 clusters
  Score: Raw -49653.760537 + Penalty 2003.077311 = -47650.683226
  nChanged 2
		SP:Iteration 7Q (135386.610000 sec): 3 clusters
  Score: Raw -49655.871737 + Penalty 2003.077311 = -47652.794426
  nChanged 1
		SP:Iteration 8Q (135386.820000 sec): 3 clusters
  Score: Raw -49657.127472 + Penalty 2003.077311 = -47654.050160
  nChanged 0
		SP:Iteration 9F (135387.010000 sec): 3 clusters
  Score: Raw -49657.127472 + Penalty 2003.077311 = -47654.050160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135387.100000 sec): 2 clusters
  Score: Raw -435372.349499 + Penalty 1358.853514 = -434013.495985
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135387.330000 sec): 3 clusters
  Score: Raw -433136.808029 + Penalty 2717.707027 = -430419.101002
  nChanged 1712
		SP:Iteration 1F (135387.540000 sec): 3 clusters
  Score: Raw -434051.988895 + Penalty 2717.707027 = -431334.281867
  nChanged 331
		SP:Iteration 2F (135387.730000 sec): 3 clusters
  Score: Raw -434251.807766 + Penalty 2717.707027 = -431534.100739
  nChanged 243
		SP:Iteration 3F (135387.900000 sec): 3 clusters
  Score: Raw -434387.829342 + Penalty 2717.707027 = -431670.122314
  nChanged 202
		SP:Iteration 4Q (135388.110000 sec): 3 clusters
  Score: Raw -434502.772432 + Penalty 2717.707027 = -431785.065405
  nChanged 152
		SP:Iteration 5Q (135388.300000 sec): 3 clusters
  Score: Raw -434584.907815 + Penalty 2717.707027 = -431867.200787
  nChanged 138
		SP:Iteration 6Q (135388.500000 sec): 3 clusters
  Score: Raw -434653.239506 + Penalty 2717.707027 = -431935.532479
  nChanged 112
		SP:Iteration 7Q (135388.740000 sec): 3 clusters
  Score: Raw -434709.228616 + Penalty 2717.707027 = -431991.521588
  nChanged 96
		SP:Iteration 8Q (135388.960000 sec): 3 clusters
  Score: Raw -434750.318902 + Penalty 2717.707027 = -432032.611875
  nChanged 79
		SP:Iteration 9Q (135389.140000 sec): 3 clusters
  Score: Raw -434781.634021 + Penalty 2717.707027 = -432063.926993
  nChanged 76
		SP:Iteration 10Q (135389.330000 sec): 3 clusters
  Score: Raw -434810.426163 + Penalty 2717.707027 = -432092.719135
  nChanged 74
		SP:Iteration 11Q (135389.500000 sec): 3 clusters
  Score: Raw -434844.281734 + Penalty 2717.707027 = -432126.574707
  nChanged 74
		SP:Iteration 12Q (135389.670000 sec): 3 clusters
  Score: Raw -434879.758269 + Penalty 2717.707027 = -432162.051241
  nChanged 76
		SP:Iteration 13Q (135389.870000 sec): 3 clusters
  Score: Raw -434915.906920 + Penalty 2717.707027 = -432198.199893
  nChanged 70
		SP:Iteration 14Q (135390.080000 sec): 3 clusters
  Score: Raw -434942.866530 + Penalty 2717.707027 = -432225.159503
  nChanged 58
		SP:Iteration 15Q (135390.300000 sec): 3 clusters
  Score: Raw -434970.581191 + Penalty 2717.707027 = -432252.874163
  nChanged 71
		SP:Iteration 16Q (135390.450000 sec): 3 clusters
  Score: Raw -435002.678482 + Penalty 2717.707027 = -432284.971455
  nChanged 66
		SP:Iteration 17Q (135390.640000 sec): 3 clusters
  Score: Raw -435033.684702 + Penalty 2717.707027 = -432315.977674
  nChanged 50
		SP:Iteration 18Q (135390.860000 sec): 3 clusters
  Score: Raw -435056.470202 + Penalty 2717.707027 = -432338.763175
  nChanged 55
		SP:Iteration 19Q (135391.070000 sec): 3 clusters
  Score: Raw -435088.432508 + Penalty 2717.707027 = -432370.725481
  nChanged 57
		SP:Iteration 20F (135391.260000 sec): 3 clusters
  Score: Raw -435114.769239 + Penalty 2717.707027 = -432397.062212
  nChanged 51
		SP:Iteration 21Q (135391.490000 sec): 3 clusters
  Score: Raw -435137.170681 + Penalty 2717.707027 = -432419.463653
  nChanged 53
		SP:Iteration 22Q (135391.690000 sec): 3 clusters
  Score: Raw -435161.844258 + Penalty 2717.707027 = -432444.137230
  nChanged 50
		SP:Iteration 23Q (135391.900000 sec): 3 clusters
  Score: Raw -435184.983680 + Penalty 2717.707027 = -432467.276653
  nChanged 51
		SP:Iteration 24Q (135392.120000 sec): 3 clusters
  Score: Raw -435212.682899 + Penalty 2717.707027 = -432494.975871
  nChanged 46
		SP:Iteration 25Q (135392.300000 sec): 3 clusters
  Score: Raw -435235.471759 + Penalty 2717.707027 = -432517.764732
  nChanged 57
		SP:Iteration 26Q (135392.510000 sec): 3 clusters
  Score: Raw -435263.836183 + Penalty 2717.707027 = -432546.129156
  nChanged 59
		SP:Iteration 27Q (135392.680000 sec): 3 clusters
  Score: Raw -435295.683502 + Penalty 2717.707027 = -432577.976474
  nChanged 46
		SP:Iteration 28Q (135392.860000 sec): 3 clusters
  Score: Raw -435320.340276 + Penalty 2717.707027 = -432602.633249
  nChanged 49
		SP:Iteration 29Q (135393.040000 sec): 3 clusters
  Score: Raw -435346.688108 + Penalty 2717.707027 = -432628.981080
  nChanged 55
		SP:Iteration 30Q (135393.220000 sec): 3 clusters
  Score: Raw -435380.258030 + Penalty 2717.707027 = -432662.551003
  nChanged 39
		SP:Iteration 31Q (135393.400000 sec): 3 clusters
  Score: Raw -435396.680480 + Penalty 2717.707027 = -432678.973452
  nChanged 35
		SP:Iteration 32Q (135393.580000 sec): 3 clusters
  Score: Raw -435410.989045 + Penalty 2717.707027 = -432693.282018
  nChanged 29
		SP:Iteration 33Q (135393.750000 sec): 3 clusters
  Score: Raw -435425.438699 + Penalty 2717.707027 = -432707.731672
  nChanged 25
		SP:Iteration 34Q (135393.940000 sec): 3 clusters
  Score: Raw -435436.459198 + Penalty 2717.707027 = -432718.752171
  nChanged 26
		SP:Iteration 35Q (135394.110000 sec): 3 clusters
  Score: Raw -435449.320475 + Penalty 2717.707027 = -432731.613448
  nChanged 22
		SP:Iteration 36Q (135394.270000 sec): 3 clusters
  Score: Raw -435464.542281 + Penalty 2717.707027 = -432746.835253
  nChanged 24
		SP:Iteration 37Q (135394.460000 sec): 3 clusters
  Score: Raw -435476.976458 + Penalty 2717.707027 = -432759.269431
  nChanged 18
		SP:Iteration 38Q (135394.620000 sec): 3 clusters
  Score: Raw -435483.916585 + Penalty 2717.707027 = -432766.209558
  nChanged 18
		SP:Iteration 39Q (135394.830000 sec): 3 clusters
  Score: Raw -435490.909712 + Penalty 2717.707027 = -432773.202684
  nChanged 11
		SP:Iteration 40F (135395.020000 sec): 3 clusters
  Score: Raw -435494.799397 + Penalty 2717.707027 = -432777.092370
  nChanged 13
		SP:Iteration 41Q (135395.210000 sec): 3 clusters
  Score: Raw -435500.558281 + Penalty 2717.707027 = -432782.851253
  nChanged 9
		SP:Iteration 42Q (135395.420000 sec): 3 clusters
  Score: Raw -435504.419940 + Penalty 2717.707027 = -432786.712912
  nChanged 10
		SP:Iteration 43Q (135395.630000 sec): 3 clusters
  Score: Raw -435508.406247 + Penalty 2717.707027 = -432790.699219
  nChanged 10
		SP:Iteration 44Q (135395.820000 sec): 3 clusters
  Score: Raw -435514.253514 + Penalty 2717.707027 = -432796.546487
  nChanged 13
		SP:Iteration 45Q (135396.030000 sec): 3 clusters
  Score: Raw -435518.480507 + Penalty 2717.707027 = -432800.773479
  nChanged 8
		SP:Iteration 46Q (135396.260000 sec): 3 clusters
  Score: Raw -435520.758151 + Penalty 2717.707027 = -432803.051123
  nChanged 9
		SP:Iteration 47Q (135396.470000 sec): 3 clusters
  Score: Raw -435523.444234 + Penalty 2717.707027 = -432805.737206
  nChanged 9
		SP:Iteration 48Q (135396.650000 sec): 3 clusters
  Score: Raw -435525.355199 + Penalty 2717.707027 = -432807.648171
  nChanged 6
		SP:Iteration 49Q (135396.830000 sec): 3 clusters
  Score: Raw -435527.423423 + Penalty 2717.707027 = -432809.716396
  nChanged 9
		SP:Iteration 50Q (135397.040000 sec): 3 clusters
  Score: Raw -435530.608736 + Penalty 2717.707027 = -432812.901708
  nChanged 9
		SP:Iteration 51Q (135397.220000 sec): 3 clusters
  Score: Raw -435533.410237 + Penalty 2717.707027 = -432815.703209
  nChanged 1
		SP:Iteration 52Q (135397.410000 sec): 3 clusters
  Score: Raw -435533.495902 + Penalty 2717.707027 = -432815.788874
  nChanged 0
		SP:Iteration 53F (135397.570000 sec): 3 clusters
  Score: Raw -435533.495902 + Penalty 2717.707027 = -432815.788874
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135397.730000 sec): 2 clusters
  Score: Raw -292914.207613 + Penalty 1294.005710 = -291620.201903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135397.930000 sec): 3 clusters
  Score: Raw -291584.276631 + Penalty 2588.011419 = -288996.265211
  nChanged 1056
		SP:Iteration 1F (135398.130000 sec): 3 clusters
  Score: Raw -292177.204904 + Penalty 2588.011419 = -289589.193485
  nChanged 239
		SP:Iteration 2F (135398.280000 sec): 3 clusters
  Score: Raw -292341.646262 + Penalty 2588.011419 = -289753.634843
  nChanged 151
		SP:Iteration 3F (135398.470000 sec): 3 clusters
  Score: Raw -292426.200056 + Penalty 2588.011419 = -289838.188636
  nChanged 105
		SP:Iteration 4Q (135398.670000 sec): 3 clusters
  Score: Raw -292487.105336 + Penalty 2588.011419 = -289899.093917
  nChanged 85
		SP:Iteration 5Q (135398.860000 sec): 3 clusters
  Score: Raw -292526.995634 + Penalty 2588.011419 = -289938.984215
  nChanged 54
		SP:Iteration 6Q (135399.010000 sec): 3 clusters
  Score: Raw -292552.418560 + Penalty 2588.011419 = -289964.407141
  nChanged 45
		SP:Iteration 7Q (135399.180000 sec): 3 clusters
  Score: Raw -292575.743790 + Penalty 2588.011419 = -289987.732370
  nChanged 51
		SP:Iteration 8Q (135399.400000 sec): 3 clusters
  Score: Raw -292601.509960 + Penalty 2588.011419 = -290013.498541
  nChanged 36
		SP:Iteration 9Q (135399.640000 sec): 3 clusters
  Score: Raw -292618.472179 + Penalty 2588.011419 = -290030.460760
  nChanged 26
		SP:Iteration 10Q (135399.830000 sec): 3 clusters
  Score: Raw -292627.658720 + Penalty 2588.011419 = -290039.647301
  nChanged 26
		SP:Iteration 11Q (135400.060000 sec): 3 clusters
  Score: Raw -292638.983147 + Penalty 2588.011419 = -290050.971728
  nChanged 26
		SP:Iteration 12Q (135400.240000 sec): 3 clusters
  Score: Raw -292650.948466 + Penalty 2588.011419 = -290062.937047
  nChanged 27
		SP:Iteration 13Q (135400.460000 sec): 3 clusters
  Score: Raw -292661.383648 + Penalty 2588.011419 = -290073.372228
  nChanged 29
		SP:Iteration 14Q (135400.660000 sec): 3 clusters
  Score: Raw -292672.794815 + Penalty 2588.011419 = -290084.783396
  nChanged 29
		SP:Iteration 15Q (135400.880000 sec): 3 clusters
  Score: Raw -292682.399664 + Penalty 2588.011419 = -290094.388245
  nChanged 22
		SP:Iteration 16Q (135401.100000 sec): 3 clusters
  Score: Raw -292689.842484 + Penalty 2588.011419 = -290101.831064
  nChanged 15
		SP:Iteration 17Q (135401.260000 sec): 3 clusters
  Score: Raw -292694.544484 + Penalty 2588.011419 = -290106.533065
  nChanged 13
		SP:Iteration 18Q (135401.500000 sec): 3 clusters
  Score: Raw -292698.566145 + Penalty 2588.011419 = -290110.554726
  nChanged 11
		SP:Iteration 19Q (135401.670000 sec): 3 clusters
  Score: Raw -292702.043833 + Penalty 2588.011419 = -290114.032414
  nChanged 8
		SP:Iteration 20F (135401.920000 sec): 3 clusters
  Score: Raw -292704.978831 + Penalty 2588.011419 = -290116.967412
  nChanged 10
		SP:Iteration 21Q (135402.130000 sec): 3 clusters
  Score: Raw -292708.204518 + Penalty 2588.011419 = -290120.193099
  nChanged 12
		SP:Iteration 22Q (135402.360000 sec): 3 clusters
  Score: Raw -292711.511866 + Penalty 2588.011419 = -290123.500447
  nChanged 3
		SP:Iteration 23Q (135402.560000 sec): 3 clusters
  Score: Raw -292711.826064 + Penalty 2588.011419 = -290123.814645
  nChanged 3
		SP:Iteration 24Q (135402.760000 sec): 3 clusters
  Score: Raw -292713.234313 + Penalty 2588.011419 = -290125.222894
  nChanged 8
		SP:Iteration 25Q (135402.940000 sec): 3 clusters
  Score: Raw -292715.221901 + Penalty 2588.011419 = -290127.210482
  nChanged 2
		SP:Iteration 26Q (135403.170000 sec): 3 clusters
  Score: Raw -292715.448038 + Penalty 2588.011419 = -290127.436619
  nChanged 3
		SP:Iteration 27Q (135403.320000 sec): 3 clusters
  Score: Raw -292716.087088 + Penalty 2588.011419 = -290128.075669
  nChanged 4
		SP:Iteration 28Q (135403.560000 sec): 3 clusters
  Score: Raw -292717.624189 + Penalty 2588.011419 = -290129.612770
  nChanged 4
		SP:Iteration 29Q (135403.760000 sec): 3 clusters
  Score: Raw -292718.362167 + Penalty 2588.011419 = -290130.350748
  nChanged 4
		SP:Iteration 30Q (135403.930000 sec): 3 clusters
  Score: Raw -292719.507704 + Penalty 2588.011419 = -290131.496285
  nChanged 3
		SP:Iteration 31Q (135404.120000 sec): 3 clusters
  Score: Raw -292720.454605 + Penalty 2588.011419 = -290132.443186
  nChanged 2
		SP:Iteration 32Q (135404.310000 sec): 3 clusters
  Score: Raw -292721.336303 + Penalty 2588.011419 = -290133.324884
  nChanged 5
		SP:Iteration 33Q (135404.510000 sec): 3 clusters
  Score: Raw -292722.982113 + Penalty 2588.011419 = -290134.970694
  nChanged 5
		SP:Iteration 34Q (135404.720000 sec): 3 clusters
  Score: Raw -292724.062461 + Penalty 2588.011419 = -290136.051041
  nChanged 3
		SP:Iteration 35Q (135404.910000 sec): 3 clusters
  Score: Raw -292724.925699 + Penalty 2588.011419 = -290136.914280
  nChanged 4
		SP:Iteration 36Q (135405.110000 sec): 3 clusters
  Score: Raw -292726.038951 + Penalty 2588.011419 = -290138.027532
  nChanged 8
		SP:Iteration 37Q (135405.310000 sec): 3 clusters
  Score: Raw -292729.302809 + Penalty 2588.011419 = -290141.291390
  nChanged 7
		SP:Iteration 38Q (135405.520000 sec): 3 clusters
  Score: Raw -292731.829152 + Penalty 2588.011419 = -290143.817733
  nChanged 7
		SP:Iteration 39Q (135405.710000 sec): 3 clusters
  Score: Raw -292733.561250 + Penalty 2588.011419 = -290145.549831
  nChanged 9
		SP:Iteration 40F (135405.990000 sec): 3 clusters
  Score: Raw -292736.695710 + Penalty 2588.011419 = -290148.684291
  nChanged 10
		SP:Iteration 41Q (135406.190000 sec): 3 clusters
  Score: Raw -292739.906522 + Penalty 2588.011419 = -290151.895103
  nChanged 8
		SP:Iteration 42Q (135406.340000 sec): 3 clusters
  Score: Raw -292742.685290 + Penalty 2588.011419 = -290154.673871
  nChanged 9
		SP:Iteration 43Q (135406.560000 sec): 3 clusters
  Score: Raw -292744.882594 + Penalty 2588.011419 = -290156.871175
  nChanged 6
		SP:Iteration 44Q (135406.740000 sec): 3 clusters
  Score: Raw -292746.481263 + Penalty 2588.011419 = -290158.469844
  nChanged 5
		SP:Iteration 45Q (135406.920000 sec): 3 clusters
  Score: Raw -292747.480118 + Penalty 2588.011419 = -290159.468699
  nChanged 3
		SP:Iteration 46Q (135407.130000 sec): 3 clusters
  Score: Raw -292747.963465 + Penalty 2588.011419 = -290159.952046
  nChanged 3
		SP:Iteration 47Q (135407.280000 sec): 3 clusters
  Score: Raw -292748.717908 + Penalty 2588.011419 = -290160.706488
  nChanged 4
		SP:Iteration 48Q (135407.490000 sec): 3 clusters
  Score: Raw -292749.439990 + Penalty 2588.011419 = -290161.428570
  nChanged 4
		SP:Iteration 49Q (135407.670000 sec): 3 clusters
  Score: Raw -292750.472525 + Penalty 2588.011419 = -290162.461106
  nChanged 3
		SP:Iteration 50Q (135407.870000 sec): 3 clusters
  Score: Raw -292751.609569 + Penalty 2588.011419 = -290163.598150
  nChanged 8
		SP:Iteration 51Q (135408.020000 sec): 3 clusters
  Score: Raw -292754.198474 + Penalty 2588.011419 = -290166.187055
  nChanged 7
		SP:Iteration 52Q (135408.230000 sec): 3 clusters
  Score: Raw -292755.184065 + Penalty 2588.011419 = -290167.172645
  nChanged 4
		SP:Iteration 53Q (135408.380000 sec): 3 clusters
  Score: Raw -292756.105657 + Penalty 2588.011419 = -290168.094238
  nChanged 3
		SP:Iteration 54Q (135408.520000 sec): 3 clusters
  Score: Raw -292757.207180 + Penalty 2588.011419 = -290169.195761
  nChanged 5
		SP:Iteration 55Q (135408.740000 sec): 3 clusters
  Score: Raw -292759.289775 + Penalty 2588.011419 = -290171.278356
  nChanged 11
		SP:Iteration 56Q (135408.960000 sec): 3 clusters
  Score: Raw -292762.025741 + Penalty 2588.011419 = -290174.014321
  nChanged 6
		SP:Iteration 57Q (135409.190000 sec): 3 clusters
  Score: Raw -292764.149720 + Penalty 2588.011419 = -290176.138300
  nChanged 5
		SP:Iteration 58Q (135409.360000 sec): 3 clusters
  Score: Raw -292765.550162 + Penalty 2588.011419 = -290177.538743
  nChanged 3
		SP:Iteration 59Q (135409.530000 sec): 3 clusters
  Score: Raw -292766.434567 + Penalty 2588.011419 = -290178.423148
  nChanged 5
		SP:Iteration 60F (135409.750000 sec): 3 clusters
  Score: Raw -292768.039191 + Penalty 2588.011419 = -290180.027772
  nChanged 6
		SP:Iteration 61Q (135409.930000 sec): 3 clusters
  Score: Raw -292769.718455 + Penalty 2588.011419 = -290181.707036
  nChanged 2
		SP:Iteration 62Q (135410.120000 sec): 3 clusters
  Score: Raw -292770.115844 + Penalty 2588.011419 = -290182.104425
  nChanged 2
		SP:Iteration 63Q (135410.300000 sec): 3 clusters
  Score: Raw -292770.839704 + Penalty 2588.011419 = -290182.828284
  nChanged 2
		SP:Iteration 64Q (135410.500000 sec): 3 clusters
  Score: Raw -292771.552682 + Penalty 2588.011419 = -290183.541263
  nChanged 4
		SP:Iteration 65Q (135410.710000 sec): 3 clusters
  Score: Raw -292773.117070 + Penalty 2588.011419 = -290185.105651
  nChanged 5
		SP:Iteration 66Q (135410.910000 sec): 3 clusters
  Score: Raw -292774.905748 + Penalty 2588.011419 = -290186.894329
  nChanged 7
		SP:Iteration 67Q (135411.080000 sec): 3 clusters
  Score: Raw -292777.417950 + Penalty 2588.011419 = -290189.406531
  nChanged 6
		SP:Iteration 68Q (135411.290000 sec): 3 clusters
  Score: Raw -292779.392719 + Penalty 2588.011419 = -290191.381299
  nChanged 3
		SP:Iteration 69Q (135411.470000 sec): 3 clusters
  Score: Raw -292781.004961 + Penalty 2588.011419 = -290192.993542
  nChanged 4
		SP:Iteration 70Q (135411.680000 sec): 3 clusters
  Score: Raw -292782.803366 + Penalty 2588.011419 = -290194.791947
  nChanged 4
		SP:Iteration 71Q (135411.840000 sec): 3 clusters
  Score: Raw -292784.969487 + Penalty 2588.011419 = -290196.958068
  nChanged 13
		SP:Iteration 72Q (135412.040000 sec): 3 clusters
  Score: Raw -292789.190015 + Penalty 2588.011419 = -290201.178596
  nChanged 5
		SP:Iteration 73Q (135412.220000 sec): 3 clusters
  Score: Raw -292790.266285 + Penalty 2588.011419 = -290202.254866
  nChanged 8
		SP:Iteration 74Q (135412.380000 sec): 3 clusters
  Score: Raw -292791.827282 + Penalty 2588.011419 = -290203.815863
  nChanged 9
		SP:Iteration 75Q (135412.590000 sec): 3 clusters
  Score: Raw -292795.527340 + Penalty 2588.011419 = -290207.515921
  nChanged 11
		SP:Iteration 76Q (135412.770000 sec): 3 clusters
  Score: Raw -292799.207213 + Penalty 2588.011419 = -290211.195794
  nChanged 4
		SP:Iteration 77Q (135412.990000 sec): 3 clusters
  Score: Raw -292800.554872 + Penalty 2588.011419 = -290212.543453
  nChanged 10
		SP:Iteration 78Q (135413.150000 sec): 3 clusters
  Score: Raw -292803.332620 + Penalty 2588.011419 = -290215.321200
  nChanged 9
		SP:Iteration 79Q (135413.350000 sec): 3 clusters
  Score: Raw -292806.014154 + Penalty 2588.011419 = -290218.002735
  nChanged 3
		SP:Iteration 80F (135413.500000 sec): 3 clusters
  Score: Raw -292807.018283 + Penalty 2588.011419 = -290219.006864
  nChanged 8
		SP:Iteration 81Q (135413.680000 sec): 3 clusters
  Score: Raw -292809.471207 + Penalty 2588.011419 = -290221.459788
  nChanged 7
		SP:Iteration 82Q (135413.810000 sec): 3 clusters
  Score: Raw -292812.314819 + Penalty 2588.011419 = -290224.303400
  nChanged 6
		SP:Iteration 83Q (135414.030000 sec): 3 clusters
  Score: Raw -292814.172358 + Penalty 2588.011419 = -290226.160938
  nChanged 6
		SP:Iteration 84Q (135414.170000 sec): 3 clusters
  Score: Raw -292815.690552 + Penalty 2588.011419 = -290227.679133
  nChanged 5
		SP:Iteration 85Q (135414.340000 sec): 3 clusters
  Score: Raw -292816.615869 + Penalty 2588.011419 = -290228.604450
  nChanged 1
		SP:Iteration 86Q (135414.520000 sec): 3 clusters
  Score: Raw -292816.921997 + Penalty 2588.011419 = -290228.910578
  nChanged 1
		SP:Iteration 87Q (135414.690000 sec): 3 clusters
  Score: Raw -292817.417067 + Penalty 2588.011419 = -290229.405647
  nChanged 0
		SP:Iteration 88F (135414.870000 sec): 3 clusters
  Score: Raw -292817.417067 + Penalty 2588.011419 = -290229.405647
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135415.010000 sec): 2 clusters
  Score: Raw -662147.116003 + Penalty 1441.665220 = -660705.450783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135415.240000 sec): 3 clusters
  Score: Raw -658329.791412 + Penalty 2883.330440 = -655446.460972
  nChanged 3010
		SP:Iteration 1F (135415.480000 sec): 3 clusters
  Score: Raw -660492.769401 + Penalty 2883.330440 = -657609.438961
  nChanged 687
		SP:Iteration 2F (135415.700000 sec): 3 clusters
  Score: Raw -661138.303551 + Penalty 2883.330440 = -658254.973111
  nChanged 555
		SP:Iteration 3F (135415.920000 sec): 3 clusters
  Score: Raw -661592.102612 + Penalty 2883.330440 = -658708.772172
  nChanged 440
		SP:Iteration 4F (135416.130000 sec): 3 clusters
  Score: Raw -661892.452416 + Penalty 2883.330440 = -659009.121977
  nChanged 323
		SP:Iteration 5Q (135416.380000 sec): 3 clusters
  Score: Raw -662106.103879 + Penalty 2883.330440 = -659222.773439
  nChanged 265
		SP:Iteration 6Q (135416.550000 sec): 3 clusters
  Score: Raw -662261.170102 + Penalty 2883.330440 = -659377.839662
  nChanged 220
		SP:Iteration 7Q (135416.810000 sec): 3 clusters
  Score: Raw -662371.142759 + Penalty 2883.330440 = -659487.812319
  nChanged 172
		SP:Iteration 8Q (135417.030000 sec): 3 clusters
  Score: Raw -662442.749877 + Penalty 2883.330440 = -659559.419437
  nChanged 125
		SP:Iteration 9Q (135417.250000 sec): 3 clusters
  Score: Raw -662483.976740 + Penalty 2883.330440 = -659600.646300
  nChanged 80
		SP:Iteration 10Q (135417.460000 sec): 3 clusters
  Score: Raw -662506.704010 + Penalty 2883.330440 = -659623.373570
  nChanged 66
		SP:Iteration 11Q (135417.680000 sec): 3 clusters
  Score: Raw -662520.272458 + Penalty 2883.330440 = -659636.942018
  nChanged 38
		SP:Iteration 12Q (135417.880000 sec): 3 clusters
  Score: Raw -662527.577421 + Penalty 2883.330440 = -659644.246981
  nChanged 26
		SP:Iteration 13Q (135418.100000 sec): 3 clusters
  Score: Raw -662531.640757 + Penalty 2883.330440 = -659648.310317
  nChanged 15
		SP:Iteration 14Q (135418.290000 sec): 3 clusters
  Score: Raw -662533.714485 + Penalty 2883.330440 = -659650.384045
  nChanged 12
		SP:Iteration 15Q (135418.540000 sec): 3 clusters
  Score: Raw -662536.545315 + Penalty 2883.330440 = -659653.214875
  nChanged 17
		SP:Iteration 16Q (135418.790000 sec): 3 clusters
  Score: Raw -662539.945689 + Penalty 2883.330440 = -659656.615249
  nChanged 15
		SP:Iteration 17Q (135419.010000 sec): 3 clusters
  Score: Raw -662541.895895 + Penalty 2883.330440 = -659658.565455
  nChanged 12
		SP:Iteration 18Q (135419.220000 sec): 3 clusters
  Score: Raw -662544.050003 + Penalty 2883.330440 = -659660.719563
  nChanged 14
		SP:Iteration 19Q (135419.410000 sec): 3 clusters
  Score: Raw -662546.367360 + Penalty 2883.330440 = -659663.036920
  nChanged 11
		SP:Iteration 20F (135419.650000 sec): 3 clusters
  Score: Raw -662548.314481 + Penalty 2883.330440 = -659664.984041
  nChanged 12
		SP:Iteration 21Q (135419.830000 sec): 3 clusters
  Score: Raw -662549.524370 + Penalty 2883.330440 = -659666.193930
  nChanged 7
		SP:Iteration 22Q (135420.030000 sec): 3 clusters
  Score: Raw -662550.346516 + Penalty 2883.330440 = -659667.016076
  nChanged 5
		SP:Iteration 23Q (135420.270000 sec): 3 clusters
  Score: Raw -662550.871428 + Penalty 2883.330440 = -659667.540988
  nChanged 4
		SP:Iteration 24Q (135420.470000 sec): 3 clusters
  Score: Raw -662551.177216 + Penalty 2883.330440 = -659667.846776
  nChanged 2
		SP:Iteration 25Q (135420.640000 sec): 3 clusters
  Score: Raw -662551.393086 + Penalty 2883.330440 = -659668.062646
  nChanged 1
		SP:Iteration 26Q (135420.850000 sec): 3 clusters
  Score: Raw -662551.437267 + Penalty 2883.330440 = -659668.106827
  nChanged 0
		SP:Iteration 27F (135421.010000 sec): 3 clusters
  Score: Raw -662551.437267 + Penalty 2883.330440 = -659668.106827
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135421.120000 sec): 2 clusters
  Score: Raw -159164.431103 + Penalty 1187.964401 = -157976.466702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135421.350000 sec): 3 clusters
  Score: Raw -158605.926963 + Penalty 2375.928802 = -156229.998162
  nChanged 505
		SP:Iteration 1F (135421.550000 sec): 3 clusters
  Score: Raw -158924.798349 + Penalty 2375.928802 = -156548.869547
  nChanged 101
		SP:Iteration 2F (135421.760000 sec): 3 clusters
  Score: Raw -158994.314867 + Penalty 2375.928802 = -156618.386065
  nChanged 57
		SP:Iteration 3Q (135421.970000 sec): 3 clusters
  Score: Raw -159040.648035 + Penalty 2375.928802 = -156664.719234
  nChanged 42
		SP:Iteration 4Q (135422.160000 sec): 3 clusters
  Score: Raw -159074.017428 + Penalty 2375.928802 = -156698.088627
  nChanged 32
		SP:Iteration 5Q (135422.340000 sec): 3 clusters
  Score: Raw -159091.337951 + Penalty 2375.928802 = -156715.409149
  nChanged 19
		SP:Iteration 6Q (135422.540000 sec): 3 clusters
  Score: Raw -159102.154171 + Penalty 2375.928802 = -156726.225369
  nChanged 11
		SP:Iteration 7Q (135422.780000 sec): 3 clusters
  Score: Raw -159108.696690 + Penalty 2375.928802 = -156732.767889
  nChanged 10
		SP:Iteration 8Q (135422.940000 sec): 3 clusters
  Score: Raw -159117.090420 + Penalty 2375.928802 = -156741.161619
  nChanged 7
		SP:Iteration 9Q (135423.120000 sec): 3 clusters
  Score: Raw -159122.131839 + Penalty 2375.928802 = -156746.203038
  nChanged 11
		SP:Iteration 10Q (135423.290000 sec): 3 clusters
  Score: Raw -159128.429198 + Penalty 2375.928802 = -156752.500397
  nChanged 5
		SP:Iteration 11Q (135423.470000 sec): 3 clusters
  Score: Raw -159131.059204 + Penalty 2375.928802 = -156755.130403
  nChanged 5
		SP:Iteration 12Q (135423.670000 sec): 3 clusters
  Score: Raw -159133.769679 + Penalty 2375.928802 = -156757.840877
  nChanged 4
		SP:Iteration 13Q (135423.800000 sec): 3 clusters
  Score: Raw -159136.310200 + Penalty 2375.928802 = -156760.381399
  nChanged 2
		SP:Iteration 14Q (135423.980000 sec): 3 clusters
  Score: Raw -159137.486752 + Penalty 2375.928802 = -156761.557950
  nChanged 4
		SP:Iteration 15Q (135424.150000 sec): 3 clusters
  Score: Raw -159139.377162 + Penalty 2375.928802 = -156763.448361
  nChanged 2
		SP:Iteration 16Q (135424.340000 sec): 3 clusters
  Score: Raw -159139.685257 + Penalty 2375.928802 = -156763.756455
  nChanged 2
		SP:Iteration 17Q (135424.530000 sec): 3 clusters
  Score: Raw -159140.942495 + Penalty 2375.928802 = -156765.013693
  nChanged 2
		SP:Iteration 18Q (135424.710000 sec): 3 clusters
  Score: Raw -159141.442368 + Penalty 2375.928802 = -156765.513566
  nChanged 2
		SP:Iteration 19Q (135424.910000 sec): 3 clusters
  Score: Raw -159142.253554 + Penalty 2375.928802 = -156766.324753
  nChanged 2
		SP:Iteration 20F (135425.090000 sec): 3 clusters
  Score: Raw -159145.061961 + Penalty 2375.928802 = -156769.133160
  nChanged 2
		SP:Iteration 21Q (135425.270000 sec): 3 clusters
  Score: Raw -159147.496476 + Penalty 2375.928802 = -156771.567675
  nChanged 3
		SP:Iteration 22Q (135425.500000 sec): 3 clusters
  Score: Raw -159148.992776 + Penalty 2375.928802 = -156773.063975
  nChanged 2
		SP:Iteration 23Q (135425.700000 sec): 3 clusters
  Score: Raw -159149.449857 + Penalty 2375.928802 = -156773.521055
  nChanged 1
		SP:Iteration 24Q (135425.950000 sec): 3 clusters
  Score: Raw -159149.631280 + Penalty 2375.928802 = -156773.702478
  nChanged 0
		SP:Iteration 25F (135426.160000 sec): 3 clusters
  Score: Raw -159149.631280 + Penalty 2375.928802 = -156773.702478
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135426.230000 sec): 2 clusters
  Score: Raw -227769.825345 + Penalty 1256.010547 = -226513.814798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135426.470000 sec): 3 clusters
  Score: Raw -226754.009509 + Penalty 2512.021094 = -224241.988415
  nChanged 845
		SP:Iteration 1F (135426.650000 sec): 3 clusters
  Score: Raw -227389.107964 + Penalty 2512.021094 = -224877.086870
  nChanged 250
		SP:Iteration 2F (135426.850000 sec): 3 clusters
  Score: Raw -227649.245976 + Penalty 2512.021094 = -225137.224882
  nChanged 166
		SP:Iteration 3F (135427.040000 sec): 3 clusters
  Score: Raw -227833.338169 + Penalty 2512.021094 = -225321.317075
  nChanged 128
		SP:Iteration 4F (135427.180000 sec): 3 clusters
  Score: Raw -227967.809154 + Penalty 2512.021094 = -225455.788060
  nChanged 110
		SP:Iteration 5Q (135427.400000 sec): 3 clusters
  Score: Raw -228082.531394 + Penalty 2512.021094 = -225570.510300
  nChanged 100
		SP:Iteration 6Q (135427.570000 sec): 3 clusters
  Score: Raw -228171.377081 + Penalty 2512.021094 = -225659.355987
  nChanged 64
		SP:Iteration 7Q (135427.740000 sec): 3 clusters
  Score: Raw -228218.555146 + Penalty 2512.021094 = -225706.534052
  nChanged 44
		SP:Iteration 8Q (135427.930000 sec): 3 clusters
  Score: Raw -228246.419656 + Penalty 2512.021094 = -225734.398562
  nChanged 26
		SP:Iteration 9Q (135428.110000 sec): 3 clusters
  Score: Raw -228260.581497 + Penalty 2512.021094 = -225748.560403
  nChanged 14
		SP:Iteration 10Q (135428.310000 sec): 3 clusters
  Score: Raw -228268.285183 + Penalty 2512.021094 = -225756.264089
  nChanged 9
		SP:Iteration 11Q (135428.450000 sec): 3 clusters
  Score: Raw -228271.492665 + Penalty 2512.021094 = -225759.471571
  nChanged 4
		SP:Iteration 12Q (135428.650000 sec): 3 clusters
  Score: Raw -228272.682706 + Penalty 2512.021094 = -225760.661612
  nChanged 1
		SP:Iteration 13Q (135428.780000 sec): 3 clusters
  Score: Raw -228273.265509 + Penalty 2512.021094 = -225761.244414
  nChanged 3
		SP:Iteration 14Q (135428.940000 sec): 3 clusters
  Score: Raw -228274.168538 + Penalty 2512.021094 = -225762.147444
  nChanged 0
		SP:Iteration 15F (135429.130000 sec): 3 clusters
  Score: Raw -228274.168538 + Penalty 2512.021094 = -225762.147444
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135429.250000 sec): 2 clusters
  Score: Raw -724647.457354 + Penalty 1430.824727 = -723216.632627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135429.500000 sec): 3 clusters
  Score: Raw -721010.584897 + Penalty 2861.649454 = -718148.935442
  nChanged 2788
		SP:Iteration 1F (135429.730000 sec): 3 clusters
  Score: Raw -722540.676335 + Penalty 2861.649454 = -719679.026880
  nChanged 435
		SP:Iteration 2F (135429.890000 sec): 3 clusters
  Score: Raw -722786.196442 + Penalty 2861.649454 = -719924.546988
  nChanged 369
		SP:Iteration 3F (135430.090000 sec): 3 clusters
  Score: Raw -722999.238099 + Penalty 2861.649454 = -720137.588644
  nChanged 337
		SP:Iteration 4F (135430.340000 sec): 3 clusters
  Score: Raw -723196.152737 + Penalty 2861.649454 = -720334.503282
  nChanged 341
		SP:Iteration 5F (135430.540000 sec): 3 clusters
  Score: Raw -723390.507953 + Penalty 2861.649454 = -720528.858499
  nChanged 305
		SP:Iteration 6Q (135430.800000 sec): 3 clusters
  Score: Raw -723570.267481 + Penalty 2861.649454 = -720708.618026
  nChanged 288
		SP:Iteration 7Q (135430.990000 sec): 3 clusters
  Score: Raw -723757.222184 + Penalty 2861.649454 = -720895.572730
  nChanged 251
		SP:Iteration 8Q (135431.210000 sec): 3 clusters
  Score: Raw -723917.225719 + Penalty 2861.649454 = -721055.576265
  nChanged 258
		SP:Iteration 9Q (135431.440000 sec): 3 clusters
  Score: Raw -724102.416130 + Penalty 2861.649454 = -721240.766676
  nChanged 244
		SP:Iteration 10Q (135431.700000 sec): 3 clusters
  Score: Raw -724247.377760 + Penalty 2861.649454 = -721385.728306
  nChanged 182
		SP:Iteration 11Q (135431.900000 sec): 3 clusters
  Score: Raw -724348.971537 + Penalty 2861.649454 = -721487.322083
  nChanged 155
		SP:Iteration 12Q (135432.120000 sec): 3 clusters
  Score: Raw -724419.155024 + Penalty 2861.649454 = -721557.505570
  nChanged 113
		SP:Iteration 13Q (135432.300000 sec): 3 clusters
  Score: Raw -724468.476965 + Penalty 2861.649454 = -721606.827511
  nChanged 100
		SP:Iteration 14Q (135432.520000 sec): 3 clusters
  Score: Raw -724502.845580 + Penalty 2861.649454 = -721641.196126
  nChanged 65
		SP:Iteration 15Q (135432.740000 sec): 3 clusters
  Score: Raw -724524.618658 + Penalty 2861.649454 = -721662.969203
  nChanged 61
		SP:Iteration 16Q (135432.940000 sec): 3 clusters
  Score: Raw -724543.000931 + Penalty 2861.649454 = -721681.351477
  nChanged 52
		SP:Iteration 17Q (135433.120000 sec): 3 clusters
  Score: Raw -724557.780768 + Penalty 2861.649454 = -721696.131314
  nChanged 39
		SP:Iteration 18Q (135433.320000 sec): 3 clusters
  Score: Raw -724567.537867 + Penalty 2861.649454 = -721705.888413
  nChanged 35
		SP:Iteration 19Q (135433.520000 sec): 3 clusters
  Score: Raw -724574.941177 + Penalty 2861.649454 = -721713.291723
  nChanged 22
		SP:Iteration 20F (135433.770000 sec): 3 clusters
  Score: Raw -724578.221890 + Penalty 2861.649454 = -721716.572436
  nChanged 21
		SP:Iteration 21Q (135433.960000 sec): 3 clusters
  Score: Raw -724583.052709 + Penalty 2861.649454 = -721721.403255
  nChanged 20
		SP:Iteration 22Q (135434.170000 sec): 3 clusters
  Score: Raw -724586.635895 + Penalty 2861.649454 = -721724.986440
  nChanged 19
		SP:Iteration 23Q (135434.410000 sec): 3 clusters
  Score: Raw -724589.846625 + Penalty 2861.649454 = -721728.197171
  nChanged 13
		SP:Iteration 24Q (135434.680000 sec): 3 clusters
  Score: Raw -724592.269965 + Penalty 2861.649454 = -721730.620510
  nChanged 12
		SP:Iteration 25Q (135434.900000 sec): 3 clusters
  Score: Raw -724594.913858 + Penalty 2861.649454 = -721733.264404
  nChanged 17
		SP:Iteration 26Q (135435.180000 sec): 3 clusters
  Score: Raw -724599.458092 + Penalty 2861.649454 = -721737.808638
  nChanged 16
		SP:Iteration 27Q (135435.360000 sec): 3 clusters
  Score: Raw -724602.034958 + Penalty 2861.649454 = -721740.385503
  nChanged 13
		SP:Iteration 28Q (135435.550000 sec): 3 clusters
  Score: Raw -724604.185139 + Penalty 2861.649454 = -721742.535685
  nChanged 11
		SP:Iteration 29Q (135435.790000 sec): 3 clusters
  Score: Raw -724606.674280 + Penalty 2861.649454 = -721745.024826
  nChanged 15
		SP:Iteration 30Q (135436.000000 sec): 3 clusters
  Score: Raw -724609.940706 + Penalty 2861.649454 = -721748.291252
  nChanged 13
		SP:Iteration 31Q (135436.220000 sec): 3 clusters
  Score: Raw -724612.097974 + Penalty 2861.649454 = -721750.448520
  nChanged 10
		SP:Iteration 32Q (135436.420000 sec): 3 clusters
  Score: Raw -724613.394125 + Penalty 2861.649454 = -721751.744671
  nChanged 5
		SP:Iteration 33Q (135436.630000 sec): 3 clusters
  Score: Raw -724614.242365 + Penalty 2861.649454 = -721752.592911
  nChanged 9
		SP:Iteration 34Q (135436.860000 sec): 3 clusters
  Score: Raw -724616.182285 + Penalty 2861.649454 = -721754.532831
  nChanged 7
		SP:Iteration 35Q (135437.080000 sec): 3 clusters
  Score: Raw -724617.296171 + Penalty 2861.649454 = -721755.646716
  nChanged 10
		SP:Iteration 36Q (135437.280000 sec): 3 clusters
  Score: Raw -724618.496073 + Penalty 2861.649454 = -721756.846619
  nChanged 6
		SP:Iteration 37Q (135437.500000 sec): 3 clusters
  Score: Raw -724619.328091 + Penalty 2861.649454 = -721757.678637
  nChanged 6
		SP:Iteration 38Q (135437.700000 sec): 3 clusters
  Score: Raw -724620.389597 + Penalty 2861.649454 = -721758.740143
  nChanged 9
		SP:Iteration 39Q (135437.920000 sec): 3 clusters
  Score: Raw -724621.695539 + Penalty 2861.649454 = -721760.046085
  nChanged 5
		SP:Iteration 40F (135438.140000 sec): 3 clusters
  Score: Raw -724622.235218 + Penalty 2861.649454 = -721760.585764
  nChanged 3
		SP:Iteration 41Q (135438.340000 sec): 3 clusters
  Score: Raw -724622.709202 + Penalty 2861.649454 = -721761.059748
  nChanged 3
		SP:Iteration 42Q (135438.590000 sec): 3 clusters
  Score: Raw -724623.080823 + Penalty 2861.649454 = -721761.431369
  nChanged 3
		SP:Iteration 43Q (135438.780000 sec): 3 clusters
  Score: Raw -724623.721476 + Penalty 2861.649454 = -721762.072022
  nChanged 6
		SP:Iteration 44Q (135438.940000 sec): 3 clusters
  Score: Raw -724624.722307 + Penalty 2861.649454 = -721763.072853
  nChanged 5
		SP:Iteration 45Q (135439.150000 sec): 3 clusters
  Score: Raw -724625.402030 + Penalty 2861.649454 = -721763.752576
  nChanged 2
		SP:Iteration 46Q (135439.340000 sec): 3 clusters
  Score: Raw -724625.595087 + Penalty 2861.649454 = -721763.945633
  nChanged 1
		SP:Iteration 47Q (135439.590000 sec): 3 clusters
  Score: Raw -724625.862195 + Penalty 2861.649454 = -721764.212741
  nChanged 2
		SP:Iteration 48Q (135439.820000 sec): 3 clusters
  Score: Raw -724626.145443 + Penalty 2861.649454 = -721764.495989
  nChanged 2
		SP:Iteration 49Q (135440.040000 sec): 3 clusters
  Score: Raw -724626.350667 + Penalty 2861.649454 = -721764.701213
  nChanged 1
		SP:Iteration 50Q (135440.250000 sec): 3 clusters
  Score: Raw -724626.455643 + Penalty 2861.649454 = -721764.806189
  nChanged 0
		SP:Iteration 51F (135440.500000 sec): 3 clusters
  Score: Raw -724626.455643 + Penalty 2861.649454 = -721764.806189
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (5878 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135440.660000 sec): 2 clusters
  Score: Raw -551664.878699 + Penalty 1410.332925 = -550254.545774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135440.830000 sec): 3 clusters
  Score: Raw -548551.835125 + Penalty 2820.665850 = -545731.169275
  nChanged 2387
		SP:Iteration 1F (135441.020000 sec): 3 clusters
  Score: Raw -549956.634469 + Penalty 2820.665850 = -547135.968619
  nChanged 483
		SP:Iteration 2F (135441.270000 sec): 3 clusters
  Score: Raw -550296.727723 + Penalty 2820.665850 = -547476.061873
  nChanged 427
		SP:Iteration 3F (135441.450000 sec): 3 clusters
  Score: Raw -550581.442456 + Penalty 2820.665850 = -547760.776606
  nChanged 323
		SP:Iteration 4F (135441.680000 sec): 3 clusters
  Score: Raw -550787.581620 + Penalty 2820.665850 = -547966.915770
  nChanged 245
		SP:Iteration 5Q (135441.920000 sec): 3 clusters
  Score: Raw -550935.912720 + Penalty 2820.665850 = -548115.246870
  nChanged 220
		SP:Iteration 6Q (135442.140000 sec): 3 clusters
  Score: Raw -551048.484859 + Penalty 2820.665850 = -548227.819008
  nChanged 183
		SP:Iteration 7Q (135442.380000 sec): 3 clusters
  Score: Raw -551134.333976 + Penalty 2820.665850 = -548313.668126
  nChanged 154
		SP:Iteration 8Q (135442.640000 sec): 3 clusters
  Score: Raw -551207.557181 + Penalty 2820.665850 = -548386.891331
  nChanged 141
		SP:Iteration 9Q (135442.850000 sec): 3 clusters
  Score: Raw -551281.573857 + Penalty 2820.665850 = -548460.908006
  nChanged 125
		SP:Iteration 10Q (135443.060000 sec): 3 clusters
  Score: Raw -551343.970498 + Penalty 2820.665850 = -548523.304648
  nChanged 130
		SP:Iteration 11Q (135443.300000 sec): 3 clusters
  Score: Raw -551414.119577 + Penalty 2820.665850 = -548593.453727
  nChanged 119
		SP:Iteration 12Q (135443.530000 sec): 3 clusters
  Score: Raw -551470.088076 + Penalty 2820.665850 = -548649.422226
  nChanged 110
		SP:Iteration 13Q (135443.700000 sec): 3 clusters
  Score: Raw -551510.579231 + Penalty 2820.665850 = -548689.913381
  nChanged 87
		SP:Iteration 14Q (135443.950000 sec): 3 clusters
  Score: Raw -551548.098839 + Penalty 2820.665850 = -548727.432989
  nChanged 86
		SP:Iteration 15Q (135444.130000 sec): 3 clusters
  Score: Raw -551578.712427 + Penalty 2820.665850 = -548758.046577
  nChanged 59
		SP:Iteration 16Q (135444.390000 sec): 3 clusters
  Score: Raw -551598.427257 + Penalty 2820.665850 = -548777.761407
  nChanged 51
		SP:Iteration 17Q (135444.590000 sec): 3 clusters
  Score: Raw -551621.362859 + Penalty 2820.665850 = -548800.697009
  nChanged 70
		SP:Iteration 18Q (135444.790000 sec): 3 clusters
  Score: Raw -551651.172845 + Penalty 2820.665850 = -548830.506994
  nChanged 67
		SP:Iteration 19Q (135444.990000 sec): 3 clusters
  Score: Raw -551679.743736 + Penalty 2820.665850 = -548859.077885
  nChanged 75
		SP:Iteration 20F (135445.140000 sec): 3 clusters
  Score: Raw -551716.536002 + Penalty 2820.665850 = -548895.870152
  nChanged 75
		SP:Iteration 21Q (135445.350000 sec): 3 clusters
  Score: Raw -551752.043479 + Penalty 2820.665850 = -548931.377629
  nChanged 63
		SP:Iteration 22Q (135445.570000 sec): 3 clusters
  Score: Raw -551783.826637 + Penalty 2820.665850 = -548963.160786
  nChanged 61
		SP:Iteration 23Q (135445.770000 sec): 3 clusters
  Score: Raw -551810.808100 + Penalty 2820.665850 = -548990.142250
  nChanged 43
		SP:Iteration 24Q (135446.020000 sec): 3 clusters
  Score: Raw -551829.634725 + Penalty 2820.665850 = -549008.968875
  nChanged 33
		SP:Iteration 25Q (135446.220000 sec): 3 clusters
  Score: Raw -551840.562362 + Penalty 2820.665850 = -549019.896512
  nChanged 23
		SP:Iteration 26Q (135446.440000 sec): 3 clusters
  Score: Raw -551848.217711 + Penalty 2820.665850 = -549027.551861
  nChanged 16
		SP:Iteration 27Q (135446.610000 sec): 3 clusters
  Score: Raw -551851.588775 + Penalty 2820.665850 = -549030.922925
  nChanged 15
		SP:Iteration 28Q (135446.820000 sec): 3 clusters
  Score: Raw -551854.553201 + Penalty 2820.665850 = -549033.887350
  nChanged 14
		SP:Iteration 29Q (135447.010000 sec): 3 clusters
  Score: Raw -551857.422760 + Penalty 2820.665850 = -549036.756910
  nChanged 10
		SP:Iteration 30Q (135447.230000 sec): 3 clusters
  Score: Raw -551858.882430 + Penalty 2820.665850 = -549038.216580
  nChanged 10
		SP:Iteration 31Q (135447.400000 sec): 3 clusters
  Score: Raw -551860.908910 + Penalty 2820.665850 = -549040.243060
  nChanged 11
		SP:Iteration 32Q (135447.610000 sec): 3 clusters
  Score: Raw -551862.748469 + Penalty 2820.665850 = -549042.082618
  nChanged 8
		SP:Iteration 33Q (135447.800000 sec): 3 clusters
  Score: Raw -551864.140068 + Penalty 2820.665850 = -549043.474218
  nChanged 7
		SP:Iteration 34Q (135448.090000 sec): 3 clusters
  Score: Raw -551865.235521 + Penalty 2820.665850 = -549044.569671
  nChanged 2
		SP:Iteration 35Q (135448.270000 sec): 3 clusters
  Score: Raw -551865.686047 + Penalty 2820.665850 = -549045.020197
  nChanged 5
		SP:Iteration 36Q (135448.490000 sec): 3 clusters
  Score: Raw -551866.892878 + Penalty 2820.665850 = -549046.227027
  nChanged 6
		SP:Iteration 37Q (135448.740000 sec): 3 clusters
  Score: Raw -551868.161863 + Penalty 2820.665850 = -549047.496012
  nChanged 6
		SP:Iteration 38Q (135448.950000 sec): 3 clusters
  Score: Raw -551869.351744 + Penalty 2820.665850 = -549048.685893
  nChanged 6
		SP:Iteration 39Q (135449.120000 sec): 3 clusters
  Score: Raw -551870.755706 + Penalty 2820.665850 = -549050.089856
  nChanged 8
		SP:Iteration 40F (135449.310000 sec): 3 clusters
  Score: Raw -551872.517795 + Penalty 2820.665850 = -549051.851945
  nChanged 5
		SP:Iteration 41Q (135449.510000 sec): 3 clusters
  Score: Raw -551873.254343 + Penalty 2820.665850 = -549052.588492
  nChanged 6
		SP:Iteration 42Q (135449.750000 sec): 3 clusters
  Score: Raw -551874.375510 + Penalty 2820.665850 = -549053.709659
  nChanged 6
		SP:Iteration 43Q (135449.910000 sec): 3 clusters
  Score: Raw -551875.822002 + Penalty 2820.665850 = -549055.156152
  nChanged 8
		SP:Iteration 44Q (135450.120000 sec): 3 clusters
  Score: Raw -551876.991105 + Penalty 2820.665850 = -549056.325255
  nChanged 3
		SP:Iteration 45Q (135450.340000 sec): 3 clusters
  Score: Raw -551877.305752 + Penalty 2820.665850 = -549056.639902
  nChanged 0
		SP:Iteration 46F (135450.520000 sec): 3 clusters
  Score: Raw -551877.305752 + Penalty 2820.665850 = -549056.639902
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135450.650000 sec): 2 clusters
  Score: Raw -1103297.381019 + Penalty 1510.594712 = -1101786.786307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135450.930000 sec): 3 clusters
  Score: Raw -1097068.521497 + Penalty 3021.189424 = -1094047.332073
  nChanged 4766
		SP:Iteration 1F (135451.200000 sec): 3 clusters
  Score: Raw -1099592.647031 + Penalty 3021.189424 = -1096571.457607
  nChanged 644
		SP:Iteration 2F (135451.460000 sec): 3 clusters
  Score: Raw -1099870.298221 + Penalty 3021.189424 = -1096849.108798
  nChanged 571
		SP:Iteration 3F (135451.650000 sec): 3 clusters
  Score: Raw -1100116.108839 + Penalty 3021.189424 = -1097094.919416
  nChanged 526
		SP:Iteration 4Q (135451.860000 sec): 3 clusters
  Score: Raw -1100350.024263 + Penalty 3021.189424 = -1097328.834839
  nChanged 485
		SP:Iteration 5Q (135452.150000 sec): 3 clusters
  Score: Raw -1100582.238016 + Penalty 3021.189424 = -1097561.048592
  nChanged 484
		SP:Iteration 6Q (135452.410000 sec): 3 clusters
  Score: Raw -1100835.547272 + Penalty 3021.189424 = -1097814.357848
  nChanged 523
		SP:Iteration 7Q (135452.650000 sec): 3 clusters
  Score: Raw -1101133.633885 + Penalty 3021.189424 = -1098112.444461
  nChanged 598
		SP:Iteration 8F (135452.870000 sec): 3 clusters
  Score: Raw -1101516.040818 + Penalty 3021.189424 = -1098494.851394
  nChanged 583
		SP:Iteration 9F (135453.110000 sec): 3 clusters
  Score: Raw -1101916.229530 + Penalty 3021.189424 = -1098895.040106
  nChanged 546
		SP:Iteration 10F (135453.350000 sec): 3 clusters
  Score: Raw -1102332.052117 + Penalty 3021.189424 = -1099310.862693
  nChanged 435
		SP:Iteration 11Q (135453.590000 sec): 3 clusters
  Score: Raw -1102680.101566 + Penalty 3021.189424 = -1099658.912142
  nChanged 352
		SP:Iteration 12Q (135453.830000 sec): 3 clusters
  Score: Raw -1102974.159015 + Penalty 3021.189424 = -1099952.969591
  nChanged 238
		SP:Iteration 13Q (135454.050000 sec): 3 clusters
  Score: Raw -1103179.824529 + Penalty 3021.189424 = -1100158.635105
  nChanged 130
		SP:Iteration 14Q (135454.260000 sec): 3 clusters
  Score: Raw -1103304.417282 + Penalty 3021.189424 = -1100283.227858
  nChanged 77
		SP:Iteration 15Q (135454.490000 sec): 3 clusters
  Score: Raw -1103369.640643 + Penalty 3021.189424 = -1100348.451220
  nChanged 44
		SP:Iteration 16Q (135454.730000 sec): 3 clusters
  Score: Raw -1103404.113151 + Penalty 3021.189424 = -1100382.923727
  nChanged 28
		SP:Iteration 17Q (135455.000000 sec): 3 clusters
  Score: Raw -1103432.087087 + Penalty 3021.189424 = -1100410.897663
  nChanged 22
		SP:Iteration 18Q (135455.220000 sec): 3 clusters
  Score: Raw -1103448.936156 + Penalty 3021.189424 = -1100427.746732
  nChanged 18
		SP:Iteration 19Q (135455.470000 sec): 3 clusters
  Score: Raw -1103470.513272 + Penalty 3021.189424 = -1100449.323848
  nChanged 15
		SP:Iteration 20F (135455.750000 sec): 3 clusters
  Score: Raw -1103487.875477 + Penalty 3021.189424 = -1100466.686053
  nChanged 14
		SP:Iteration 21Q (135456.010000 sec): 3 clusters
  Score: Raw -1103506.438094 + Penalty 3021.189424 = -1100485.248670
  nChanged 11
		SP:Iteration 22Q (135456.320000 sec): 3 clusters
  Score: Raw -1103518.587603 + Penalty 3021.189424 = -1100497.398180
  nChanged 8
		SP:Iteration 23Q (135456.590000 sec): 3 clusters
  Score: Raw -1103527.945552 + Penalty 3021.189424 = -1100506.756128
  nChanged 4
		SP:Iteration 24Q (135456.850000 sec): 3 clusters
  Score: Raw -1103531.958983 + Penalty 3021.189424 = -1100510.769559
  nChanged 1
		SP:Iteration 25Q (135457.130000 sec): 3 clusters
  Score: Raw -1103532.244069 + Penalty 3021.189424 = -1100511.054645
  nChanged 1
		SP:Iteration 26Q (135457.420000 sec): 3 clusters
  Score: Raw -1103532.590064 + Penalty 3021.189424 = -1100511.400640
  nChanged 1
		SP:Iteration 27Q (135457.620000 sec): 3 clusters
  Score: Raw -1103533.641720 + Penalty 3021.189424 = -1100512.452296
  nChanged 2
		SP:Iteration 28Q (135457.760000 sec): 3 clusters
  Score: Raw -1103534.440066 + Penalty 3021.189424 = -1100513.250642
  nChanged 0
		SP:Iteration 29F (135457.980000 sec): 3 clusters
  Score: Raw -1103534.440066 + Penalty 3021.189424 = -1100513.250642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135458.110000 sec): 2 clusters
  Score: Raw -373487.858713 + Penalty 1330.526510 = -372157.332203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135458.290000 sec): 3 clusters
  Score: Raw -371733.500842 + Penalty 2661.053019 = -369072.447823
  nChanged 1407
		SP:Iteration 1F (135458.470000 sec): 3 clusters
  Score: Raw -372520.471100 + Penalty 2661.053019 = -369859.418081
  nChanged 327
		SP:Iteration 2F (135458.650000 sec): 3 clusters
  Score: Raw -372742.936503 + Penalty 2661.053019 = -370081.883484
  nChanged 219
		SP:Iteration 3F (135458.830000 sec): 3 clusters
  Score: Raw -372915.666682 + Penalty 2661.053019 = -370254.613663
  nChanged 184
		SP:Iteration 4F (135459.010000 sec): 3 clusters
  Score: Raw -373058.061973 + Penalty 2661.053019 = -370397.008954
  nChanged 182
		SP:Iteration 5F (135459.190000 sec): 3 clusters
  Score: Raw -373214.916561 + Penalty 2661.053019 = -370553.863542
  nChanged 203
		SP:Iteration 6F (135459.360000 sec): 3 clusters
  Score: Raw -373410.752184 + Penalty 2661.053019 = -370749.699165
  nChanged 214
		SP:Iteration 7F (135459.540000 sec): 3 clusters
  Score: Raw -373623.489467 + Penalty 2661.053019 = -370962.436448
  nChanged 189
		SP:Iteration 8F (135459.740000 sec): 3 clusters
  Score: Raw -373781.936272 + Penalty 2661.053019 = -371120.883253
  nChanged 143
		SP:Iteration 9Q (135459.880000 sec): 3 clusters
  Score: Raw -373878.466906 + Penalty 2661.053019 = -371217.413887
  nChanged 105
		SP:Iteration 10Q (135460.070000 sec): 3 clusters
  Score: Raw -373932.871122 + Penalty 2661.053019 = -371271.818103
  nChanged 71
		SP:Iteration 11Q (135460.260000 sec): 3 clusters
  Score: Raw -373969.912581 + Penalty 2661.053019 = -371308.859561
  nChanged 45
		SP:Iteration 12Q (135460.450000 sec): 3 clusters
  Score: Raw -373991.893387 + Penalty 2661.053019 = -371330.840368
  nChanged 38
		SP:Iteration 13Q (135460.640000 sec): 3 clusters
  Score: Raw -374007.335687 + Penalty 2661.053019 = -371346.282668
  nChanged 22
		SP:Iteration 14Q (135460.830000 sec): 3 clusters
  Score: Raw -374015.953904 + Penalty 2661.053019 = -371354.900884
  nChanged 16
		SP:Iteration 15Q (135461.020000 sec): 3 clusters
  Score: Raw -374022.460977 + Penalty 2661.053019 = -371361.407958
  nChanged 13
		SP:Iteration 16Q (135461.200000 sec): 3 clusters
  Score: Raw -374026.036418 + Penalty 2661.053019 = -371364.983399
  nChanged 8
		SP:Iteration 17Q (135461.390000 sec): 3 clusters
  Score: Raw -374027.914263 + Penalty 2661.053019 = -371366.861244
  nChanged 7
		SP:Iteration 18Q (135461.580000 sec): 3 clusters
  Score: Raw -374029.668581 + Penalty 2661.053019 = -371368.615562
  nChanged 4
		SP:Iteration 19Q (135461.760000 sec): 3 clusters
  Score: Raw -374030.220080 + Penalty 2661.053019 = -371369.167061
  nChanged 3
		SP:Iteration 20F (135461.950000 sec): 3 clusters
  Score: Raw -374031.017375 + Penalty 2661.053019 = -371369.964356
  nChanged 2
		SP:Iteration 21Q (135462.140000 sec): 3 clusters
  Score: Raw -374031.738189 + Penalty 2661.053019 = -371370.685170
  nChanged 2
		SP:Iteration 22Q (135462.320000 sec): 3 clusters
  Score: Raw -374032.486501 + Penalty 2661.053019 = -371371.433481
  nChanged 2
		SP:Iteration 23Q (135462.490000 sec): 3 clusters
  Score: Raw -374033.707673 + Penalty 2661.053019 = -371372.654654
  nChanged 2
		SP:Iteration 24Q (135462.650000 sec): 3 clusters
  Score: Raw -374034.086050 + Penalty 2661.053019 = -371373.033030
  nChanged 0
		SP:Iteration 25F (135462.770000 sec): 3 clusters
  Score: Raw -374034.086050 + Penalty 2661.053019 = -371373.033030
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135462.940000 sec): 2 clusters
  Score: Raw -1796861.792723 + Penalty 1582.725682 = -1795279.067041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135463.230000 sec): 3 clusters
  Score: Raw -1786790.700454 + Penalty 3165.451364 = -1783625.249090
  nChanged 7635
		SP:Iteration 1F (135463.530000 sec): 3 clusters
  Score: Raw -1790981.488227 + Penalty 3165.451364 = -1787816.036863
  nChanged 912
		SP:Iteration 2F (135463.750000 sec): 3 clusters
  Score: Raw -1791306.871969 + Penalty 3165.451364 = -1788141.420605
  nChanged 794
		SP:Iteration 3Q (135464.040000 sec): 3 clusters
  Score: Raw -1791569.625347 + Penalty 3165.451364 = -1788404.173983
  nChanged 678
		SP:Iteration 4Q (135464.300000 sec): 3 clusters
  Score: Raw -1791784.922974 + Penalty 3165.451364 = -1788619.471610
  nChanged 653
		SP:Iteration 5Q (135464.560000 sec): 3 clusters
  Score: Raw -1791991.171356 + Penalty 3165.451364 = -1788825.719992
  nChanged 621
		SP:Iteration 6Q (135464.870000 sec): 3 clusters
  Score: Raw -1792202.854368 + Penalty 3165.451364 = -1789037.403004
  nChanged 598
		SP:Iteration 7Q (135465.150000 sec): 3 clusters
  Score: Raw -1792406.662282 + Penalty 3165.451364 = -1789241.210918
  nChanged 626
		SP:Iteration 8Q (135465.380000 sec): 3 clusters
  Score: Raw -1792631.237580 + Penalty 3165.451364 = -1789465.786216
  nChanged 588
		SP:Iteration 9Q (135465.620000 sec): 3 clusters
  Score: Raw -1792832.730770 + Penalty 3165.451364 = -1789667.279406
  nChanged 544
		SP:Iteration 10Q (135465.900000 sec): 3 clusters
  Score: Raw -1793029.865454 + Penalty 3165.451364 = -1789864.414090
  nChanged 590
		SP:Iteration 11Q (135466.160000 sec): 3 clusters
  Score: Raw -1793280.296662 + Penalty 3165.451364 = -1790114.845298
  nChanged 651
		SP:Iteration 12Q (135466.480000 sec): 3 clusters
  Score: Raw -1793586.407208 + Penalty 3165.451364 = -1790420.955844
  nChanged 688
		SP:Iteration 13Q (135466.730000 sec): 3 clusters
  Score: Raw -1793975.670815 + Penalty 3165.451364 = -1790810.219451
  nChanged 755
		SP:Iteration 14Q (135467.020000 sec): 3 clusters
  Score: Raw -1794460.058839 + Penalty 3165.451364 = -1791294.607475
  nChanged 766
		SP:Iteration 15Q (135467.290000 sec): 3 clusters
  Score: Raw -1795015.376167 + Penalty 3165.451364 = -1791849.924803
  nChanged 685
		SP:Iteration 16Q (135467.570000 sec): 3 clusters
  Score: Raw -1795566.382908 + Penalty 3165.451364 = -1792400.931544
  nChanged 532
		SP:Iteration 17Q (135467.810000 sec): 3 clusters
  Score: Raw -1796033.649497 + Penalty 3165.451364 = -1792868.198132
  nChanged 377
		SP:Iteration 18Q (135468.110000 sec): 3 clusters
  Score: Raw -1796393.460793 + Penalty 3165.451364 = -1793228.009429
  nChanged 273
		SP:Iteration 19Q (135468.380000 sec): 3 clusters
  Score: Raw -1796646.527614 + Penalty 3165.451364 = -1793481.076250
  nChanged 164
		SP:Iteration 20F (135468.740000 sec): 3 clusters
  Score: Raw -1796787.360418 + Penalty 3165.451364 = -1793621.909054
  nChanged 107
		SP:Iteration 21Q (135469.000000 sec): 3 clusters
  Score: Raw -1796870.759396 + Penalty 3165.451364 = -1793705.308032
  nChanged 75
		SP:Iteration 22Q (135469.250000 sec): 3 clusters
  Score: Raw -1796923.608563 + Penalty 3165.451364 = -1793758.157199
  nChanged 52
		SP:Iteration 23Q (135469.520000 sec): 3 clusters
  Score: Raw -1796961.195901 + Penalty 3165.451364 = -1793795.744537
  nChanged 27
		SP:Iteration 24Q (135469.790000 sec): 3 clusters
  Score: Raw -1796975.057998 + Penalty 3165.451364 = -1793809.606633
  nChanged 19
		SP:Iteration 25Q (135470.070000 sec): 3 clusters
  Score: Raw -1796984.687850 + Penalty 3165.451364 = -1793819.236486
  nChanged 14
		SP:Iteration 26Q (135470.340000 sec): 3 clusters
  Score: Raw -1796991.761831 + Penalty 3165.451364 = -1793826.310467
  nChanged 11
		SP:Iteration 27Q (135470.630000 sec): 3 clusters
  Score: Raw -1796999.300403 + Penalty 3165.451364 = -1793833.849039
  nChanged 10
		SP:Iteration 28Q (135470.850000 sec): 3 clusters
  Score: Raw -1797004.953427 + Penalty 3165.451364 = -1793839.502063
  nChanged 13
		SP:Iteration 29Q (135471.090000 sec): 3 clusters
  Score: Raw -1797011.491327 + Penalty 3165.451364 = -1793846.039963
  nChanged 16
		SP:Iteration 30Q (135471.390000 sec): 3 clusters
  Score: Raw -1797024.361591 + Penalty 3165.451364 = -1793858.910227
  nChanged 11
		SP:Iteration 31Q (135471.630000 sec): 3 clusters
  Score: Raw -1797029.303929 + Penalty 3165.451364 = -1793863.852565
  nChanged 5
		SP:Iteration 32Q (135471.900000 sec): 3 clusters
  Score: Raw -1797033.666613 + Penalty 3165.451364 = -1793868.215249
  nChanged 6
		SP:Iteration 33Q (135472.150000 sec): 3 clusters
  Score: Raw -1797037.447251 + Penalty 3165.451364 = -1793871.995887
  nChanged 9
		SP:Iteration 34Q (135472.490000 sec): 3 clusters
  Score: Raw -1797042.848645 + Penalty 3165.451364 = -1793877.397281
  nChanged 10
		SP:Iteration 35Q (135472.730000 sec): 3 clusters
  Score: Raw -1797049.124517 + Penalty 3165.451364 = -1793883.673153
  nChanged 13
		SP:Iteration 36Q (135473.010000 sec): 3 clusters
  Score: Raw -1797057.417210 + Penalty 3165.451364 = -1793891.965846
  nChanged 15
		SP:Iteration 37Q (135473.220000 sec): 3 clusters
  Score: Raw -1797066.604291 + Penalty 3165.451364 = -1793901.152927
  nChanged 11
		SP:Iteration 38Q (135473.500000 sec): 3 clusters
  Score: Raw -1797074.956051 + Penalty 3165.451364 = -1793909.504687
  nChanged 11
		SP:Iteration 39Q (135473.710000 sec): 3 clusters
  Score: Raw -1797081.633890 + Penalty 3165.451364 = -1793916.182526
  nChanged 4
		SP:Iteration 40F (135474.020000 sec): 3 clusters
  Score: Raw -1797083.507119 + Penalty 3165.451364 = -1793918.055754
  nChanged 3
		SP:Iteration 41Q (135474.270000 sec): 3 clusters
  Score: Raw -1797086.678868 + Penalty 3165.451364 = -1793921.227504
  nChanged 3
		SP:Iteration 42Q (135474.520000 sec): 3 clusters
  Score: Raw -1797089.881416 + Penalty 3165.451364 = -1793924.430052
  nChanged 6
		SP:Iteration 43Q (135474.790000 sec): 3 clusters
  Score: Raw -1797092.337762 + Penalty 3165.451364 = -1793926.886398
  nChanged 1
		SP:Iteration 44Q (135475.070000 sec): 3 clusters
  Score: Raw -1797092.961501 + Penalty 3165.451364 = -1793927.510137
  nChanged 1
		SP:Iteration 45Q (135475.400000 sec): 3 clusters
  Score: Raw -1797094.271533 + Penalty 3165.451364 = -1793928.820169
  nChanged 1
		SP:Iteration 46Q (135475.640000 sec): 3 clusters
  Score: Raw -1797094.973794 + Penalty 3165.451364 = -1793929.522429
  nChanged 1
		SP:Iteration 47Q (135475.900000 sec): 3 clusters
  Score: Raw -1797095.583580 + Penalty 3165.451364 = -1793930.132216
  nChanged 0
		SP:Iteration 48F (135476.210000 sec): 3 clusters
  Score: Raw -1797095.583580 + Penalty 3165.451364 = -1793930.132216
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135476.310000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135476.560000 sec): 3 clusters
  Score: Raw -26838.102342 + Penalty 1810.950060 = -25027.152282
  nChanged 37
		SP:Iteration 1F (135476.720000 sec): 3 clusters
  Score: Raw -26915.099174 + Penalty 1810.950060 = -25104.149114
  nChanged 13
		SP:Iteration 2Q (135476.960000 sec): 3 clusters
  Score: Raw -26957.428441 + Penalty 1810.950060 = -25146.478381
  nChanged 2
		SP:Iteration 3Q (135477.160000 sec): 3 clusters
  Score: Raw -26966.437031 + Penalty 1810.950060 = -25155.486971
  nChanged 1
		SP:Iteration 4Q (135477.350000 sec): 3 clusters
  Score: Raw -26970.531151 + Penalty 1810.950060 = -25159.581091
  nChanged 0
		SP:Iteration 5F (135477.530000 sec): 3 clusters
  Score: Raw -26970.531151 + Penalty 1810.950060 = -25159.581091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135477.600000 sec): 2 clusters
  Score: Raw -116931.210894 + Penalty 1176.022092 = -115755.188803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135477.860000 sec): 3 clusters
  Score: Raw -116427.585919 + Penalty 2352.044183 = -114075.541736
  nChanged 452
		SP:Iteration 1F (135478.040000 sec): 3 clusters
  Score: Raw -116820.012975 + Penalty 2352.044183 = -114467.968792
  nChanged 120
		SP:Iteration 2F (135478.180000 sec): 3 clusters
  Score: Raw -116937.253901 + Penalty 2352.044183 = -114585.209718
  nChanged 73
		SP:Iteration 3F (135478.380000 sec): 3 clusters
  Score: Raw -117008.206312 + Penalty 2352.044183 = -114656.162129
  nChanged 53
		SP:Iteration 4Q (135478.590000 sec): 3 clusters
  Score: Raw -117058.477766 + Penalty 2352.044183 = -114706.433582
  nChanged 40
		SP:Iteration 5Q (135478.720000 sec): 3 clusters
  Score: Raw -117087.240356 + Penalty 2352.044183 = -114735.196172
  nChanged 26
		SP:Iteration 6Q (135478.900000 sec): 3 clusters
  Score: Raw -117111.256787 + Penalty 2352.044183 = -114759.212603
  nChanged 29
		SP:Iteration 7Q (135479.080000 sec): 3 clusters
  Score: Raw -117135.877710 + Penalty 2352.044183 = -114783.833526
  nChanged 20
		SP:Iteration 8Q (135479.250000 sec): 3 clusters
  Score: Raw -117160.185101 + Penalty 2352.044183 = -114808.140918
  nChanged 24
		SP:Iteration 9Q (135479.430000 sec): 3 clusters
  Score: Raw -117192.106245 + Penalty 2352.044183 = -114840.062061
  nChanged 24
		SP:Iteration 10Q (135479.600000 sec): 3 clusters
  Score: Raw -117212.696169 + Penalty 2352.044183 = -114860.651986
  nChanged 23
		SP:Iteration 11Q (135479.790000 sec): 3 clusters
  Score: Raw -117234.933082 + Penalty 2352.044183 = -114882.888899
  nChanged 20
		SP:Iteration 12Q (135479.970000 sec): 3 clusters
  Score: Raw -117256.599514 + Penalty 2352.044183 = -114904.555330
  nChanged 20
		SP:Iteration 13Q (135480.140000 sec): 3 clusters
  Score: Raw -117274.893948 + Penalty 2352.044183 = -114922.849764
  nChanged 14
		SP:Iteration 14Q (135480.390000 sec): 3 clusters
  Score: Raw -117287.209621 + Penalty 2352.044183 = -114935.165437
  nChanged 13
		SP:Iteration 15Q (135480.580000 sec): 3 clusters
  Score: Raw -117315.754587 + Penalty 2352.044183 = -114963.710403
  nChanged 24
		SP:Iteration 16Q (135480.730000 sec): 3 clusters
  Score: Raw -117347.797306 + Penalty 2352.044183 = -114995.753122
  nChanged 21
		SP:Iteration 17Q (135480.980000 sec): 3 clusters
  Score: Raw -117377.477486 + Penalty 2352.044183 = -115025.433302
  nChanged 13
		SP:Iteration 18Q (135481.220000 sec): 3 clusters
  Score: Raw -117393.295962 + Penalty 2352.044183 = -115041.251778
  nChanged 12
		SP:Iteration 19Q (135481.390000 sec): 3 clusters
  Score: Raw -117404.367082 + Penalty 2352.044183 = -115052.322899
  nChanged 11
		SP:Iteration 20F (135481.560000 sec): 3 clusters
  Score: Raw -117418.094879 + Penalty 2352.044183 = -115066.050696
  nChanged 8
		SP:Iteration 21Q (135481.730000 sec): 3 clusters
  Score: Raw -117422.854428 + Penalty 2352.044183 = -115070.810244
  nChanged 5
		SP:Iteration 22Q (135481.880000 sec): 3 clusters
  Score: Raw -117425.201139 + Penalty 2352.044183 = -115073.156955
  nChanged 5
		SP:Iteration 23Q (135482.040000 sec): 3 clusters
  Score: Raw -117436.761847 + Penalty 2352.044183 = -115084.717663
  nChanged 9
		SP:Iteration 24Q (135482.220000 sec): 3 clusters
  Score: Raw -117444.093354 + Penalty 2352.044183 = -115092.049171
  nChanged 8
		SP:Iteration 25Q (135482.440000 sec): 3 clusters
  Score: Raw -117449.179323 + Penalty 2352.044183 = -115097.135139
  nChanged 4
		SP:Iteration 26Q (135482.630000 sec): 3 clusters
  Score: Raw -117451.710058 + Penalty 2352.044183 = -115099.665874
  nChanged 6
		SP:Iteration 27Q (135482.820000 sec): 3 clusters
  Score: Raw -117455.039971 + Penalty 2352.044183 = -115102.995788
  nChanged 5
		SP:Iteration 28Q (135483.030000 sec): 3 clusters
  Score: Raw -117458.538090 + Penalty 2352.044183 = -115106.493906
  nChanged 1
		SP:Iteration 29Q (135483.230000 sec): 3 clusters
  Score: Raw -117460.445795 + Penalty 2352.044183 = -115108.401611
  nChanged 2
		SP:Iteration 30Q (135483.470000 sec): 3 clusters
  Score: Raw -117462.164499 + Penalty 2352.044183 = -115110.120315
  nChanged 2
		SP:Iteration 31Q (135483.640000 sec): 3 clusters
  Score: Raw -117465.529851 + Penalty 2352.044183 = -115113.485668
  nChanged 3
		SP:Iteration 32Q (135483.820000 sec): 3 clusters
  Score: Raw -117467.437813 + Penalty 2352.044183 = -115115.393630
  nChanged 0
		SP:Iteration 33F (135484.070000 sec): 3 clusters
  Score: Raw -117467.437813 + Penalty 2352.044183 = -115115.393630
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135484.160000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135484.370000 sec): 3 clusters
  Score: Raw -30618.617862 + Penalty 1847.163424 = -28771.454438
  nChanged 41
		SP:Iteration 1F (135484.580000 sec): 3 clusters
  Score: Raw -30703.303638 + Penalty 1847.163424 = -28856.140214
  nChanged 14
		SP:Iteration 2Q (135484.780000 sec): 3 clusters
  Score: Raw -30736.263365 + Penalty 1847.163424 = -28889.099940
  nChanged 4
		SP:Iteration 3Q (135485.000000 sec): 3 clusters
  Score: Raw -30742.332927 + Penalty 1847.163424 = -28895.169502
  nChanged 1
		SP:Iteration 4Q (135485.280000 sec): 3 clusters
  Score: Raw -30744.911955 + Penalty 1847.163424 = -28897.748531
  nChanged 1
		SP:Iteration 5Q (135485.440000 sec): 3 clusters
  Score: Raw -30747.343196 + Penalty 1847.163424 = -28900.179772
  nChanged 0
		SP:Iteration 6F (135485.650000 sec): 3 clusters
  Score: Raw -30747.343196 + Penalty 1847.163424 = -28900.179772
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135485.810000 sec): 2 clusters
  Score: Raw -278956.523281 + Penalty 1274.561666 = -277681.961615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135485.990000 sec): 3 clusters
  Score: Raw -277763.536928 + Penalty 2549.123331 = -275214.413597
  nChanged 945
		SP:Iteration 1F (135486.160000 sec): 3 clusters
  Score: Raw -278296.829126 + Penalty 2549.123331 = -275747.705794
  nChanged 177
		SP:Iteration 2F (135486.320000 sec): 3 clusters
  Score: Raw -278396.430875 + Penalty 2549.123331 = -275847.307543
  nChanged 110
		SP:Iteration 3Q (135486.510000 sec): 3 clusters
  Score: Raw -278456.155596 + Penalty 2549.123331 = -275907.032265
  nChanged 83
		SP:Iteration 4Q (135486.720000 sec): 3 clusters
  Score: Raw -278498.007160 + Penalty 2549.123331 = -275948.883829
  nChanged 72
		SP:Iteration 5Q (135486.940000 sec): 3 clusters
  Score: Raw -278540.787680 + Penalty 2549.123331 = -275991.664348
  nChanged 64
		SP:Iteration 6Q (135487.140000 sec): 3 clusters
  Score: Raw -278568.872260 + Penalty 2549.123331 = -276019.748929
  nChanged 41
		SP:Iteration 7Q (135487.280000 sec): 3 clusters
  Score: Raw -278589.604659 + Penalty 2549.123331 = -276040.481328
  nChanged 32
		SP:Iteration 8Q (135487.470000 sec): 3 clusters
  Score: Raw -278602.271456 + Penalty 2549.123331 = -276053.148124
  nChanged 29
		SP:Iteration 9Q (135487.640000 sec): 3 clusters
  Score: Raw -278616.796189 + Penalty 2549.123331 = -276067.672857
  nChanged 33
		SP:Iteration 10Q (135487.820000 sec): 3 clusters
  Score: Raw -278629.952422 + Penalty 2549.123331 = -276080.829090
  nChanged 22
		SP:Iteration 11Q (135488.010000 sec): 3 clusters
  Score: Raw -278638.593312 + Penalty 2549.123331 = -276089.469980
  nChanged 22
		SP:Iteration 12Q (135488.170000 sec): 3 clusters
  Score: Raw -278649.521757 + Penalty 2549.123331 = -276100.398426
  nChanged 27
		SP:Iteration 13Q (135488.350000 sec): 3 clusters
  Score: Raw -278659.434662 + Penalty 2549.123331 = -276110.311330
  nChanged 21
		SP:Iteration 14Q (135488.570000 sec): 3 clusters
  Score: Raw -278668.023827 + Penalty 2549.123331 = -276118.900496
  nChanged 25
		SP:Iteration 15Q (135488.730000 sec): 3 clusters
  Score: Raw -278678.197154 + Penalty 2549.123331 = -276129.073822
  nChanged 28
		SP:Iteration 16Q (135488.900000 sec): 3 clusters
  Score: Raw -278692.359027 + Penalty 2549.123331 = -276143.235696
  nChanged 30
		SP:Iteration 17Q (135489.120000 sec): 3 clusters
  Score: Raw -278705.661422 + Penalty 2549.123331 = -276156.538091
  nChanged 35
		SP:Iteration 18Q (135489.300000 sec): 3 clusters
  Score: Raw -278723.219513 + Penalty 2549.123331 = -276174.096181
  nChanged 29
		SP:Iteration 19Q (135489.520000 sec): 3 clusters
  Score: Raw -278737.365819 + Penalty 2549.123331 = -276188.242487
  nChanged 31
		SP:Iteration 20F (135489.740000 sec): 3 clusters
  Score: Raw -278753.326131 + Penalty 2549.123331 = -276204.202800
  nChanged 32
		SP:Iteration 21Q (135489.920000 sec): 3 clusters
  Score: Raw -278768.421392 + Penalty 2549.123331 = -276219.298061
  nChanged 28
		SP:Iteration 22Q (135490.180000 sec): 3 clusters
  Score: Raw -278781.912537 + Penalty 2549.123331 = -276232.789205
  nChanged 32
		SP:Iteration 23Q (135490.320000 sec): 3 clusters
  Score: Raw -278798.037448 + Penalty 2549.123331 = -276248.914117
  nChanged 36
		SP:Iteration 24Q (135490.470000 sec): 3 clusters
  Score: Raw -278819.564084 + Penalty 2549.123331 = -276270.440753
  nChanged 41
		SP:Iteration 25Q (135490.680000 sec): 3 clusters
  Score: Raw -278849.019601 + Penalty 2549.123331 = -276299.896270
  nChanged 45
		SP:Iteration 26Q (135490.860000 sec): 3 clusters
  Score: Raw -278878.967377 + Penalty 2549.123331 = -276329.844046
  nChanged 40
		SP:Iteration 27Q (135491.070000 sec): 3 clusters
  Score: Raw -278906.414273 + Penalty 2549.123331 = -276357.290942
  nChanged 26
		SP:Iteration 28Q (135491.240000 sec): 3 clusters
  Score: Raw -278921.506341 + Penalty 2549.123331 = -276372.383010
  nChanged 27
		SP:Iteration 29Q (135491.460000 sec): 3 clusters
  Score: Raw -278940.766153 + Penalty 2549.123331 = -276391.642822
  nChanged 27
		SP:Iteration 30Q (135491.650000 sec): 3 clusters
  Score: Raw -278956.611085 + Penalty 2549.123331 = -276407.487753
  nChanged 18
		SP:Iteration 31Q (135491.850000 sec): 3 clusters
  Score: Raw -278968.582773 + Penalty 2549.123331 = -276419.459442
  nChanged 29
		SP:Iteration 32Q (135492.010000 sec): 3 clusters
  Score: Raw -278992.235512 + Penalty 2549.123331 = -276443.112181
  nChanged 28
		SP:Iteration 33Q (135492.220000 sec): 3 clusters
  Score: Raw -279013.857680 + Penalty 2549.123331 = -276464.734348
  nChanged 19
		SP:Iteration 34Q (135492.420000 sec): 3 clusters
  Score: Raw -279026.511538 + Penalty 2549.123331 = -276477.388207
  nChanged 17
		SP:Iteration 35Q (135492.620000 sec): 3 clusters
  Score: Raw -279039.444553 + Penalty 2549.123331 = -276490.321222
  nChanged 8
		SP:Iteration 36Q (135492.780000 sec): 3 clusters
  Score: Raw -279044.267186 + Penalty 2549.123331 = -276495.143854
  nChanged 5
		SP:Iteration 37Q (135493.000000 sec): 3 clusters
  Score: Raw -279047.535021 + Penalty 2549.123331 = -276498.411690
  nChanged 6
		SP:Iteration 38Q (135493.180000 sec): 3 clusters
  Score: Raw -279050.867262 + Penalty 2549.123331 = -276501.743931
  nChanged 6
		SP:Iteration 39Q (135493.350000 sec): 3 clusters
  Score: Raw -279054.417706 + Penalty 2549.123331 = -276505.294375
  nChanged 8
		SP:Iteration 40F (135493.540000 sec): 3 clusters
  Score: Raw -279059.267630 + Penalty 2549.123331 = -276510.144298
  nChanged 7
		SP:Iteration 41Q (135493.730000 sec): 3 clusters
  Score: Raw -279065.402262 + Penalty 2549.123331 = -276516.278931
  nChanged 5
		SP:Iteration 42Q (135493.920000 sec): 3 clusters
  Score: Raw -279069.561819 + Penalty 2549.123331 = -276520.438488
  nChanged 1
		SP:Iteration 43Q (135494.080000 sec): 3 clusters
  Score: Raw -279070.341330 + Penalty 2549.123331 = -276521.217998
  nChanged 3
		SP:Iteration 44Q (135494.250000 sec): 3 clusters
  Score: Raw -279072.051923 + Penalty 2549.123331 = -276522.928591
  nChanged 4
		SP:Iteration 45Q (135494.430000 sec): 3 clusters
  Score: Raw -279073.919529 + Penalty 2549.123331 = -276524.796197
  nChanged 3
		SP:Iteration 46Q (135494.600000 sec): 3 clusters
  Score: Raw -279075.532285 + Penalty 2549.123331 = -276526.408954
  nChanged 6
		SP:Iteration 47Q (135494.830000 sec): 3 clusters
  Score: Raw -279080.004700 + Penalty 2549.123331 = -276530.881369
  nChanged 5
		SP:Iteration 48Q (135495.000000 sec): 3 clusters
  Score: Raw -279083.663254 + Penalty 2549.123331 = -276534.539923
  nChanged 4
		SP:Iteration 49Q (135495.210000 sec): 3 clusters
  Score: Raw -279086.310105 + Penalty 2549.123331 = -276537.186774
  nChanged 5
		SP:Iteration 50Q (135495.360000 sec): 3 clusters
  Score: Raw -279091.932230 + Penalty 2549.123331 = -276542.808898
  nChanged 4
		SP:Iteration 51Q (135495.520000 sec): 3 clusters
  Score: Raw -279093.579767 + Penalty 2549.123331 = -276544.456436
  nChanged 4
		SP:Iteration 52Q (135495.740000 sec): 3 clusters
  Score: Raw -279097.333248 + Penalty 2549.123331 = -276548.209917
  nChanged 4
		SP:Iteration 53Q (135495.890000 sec): 3 clusters
  Score: Raw -279100.239622 + Penalty 2549.123331 = -276551.116291
  nChanged 1
		SP:Iteration 54Q (135496.070000 sec): 3 clusters
  Score: Raw -279101.724838 + Penalty 2549.123331 = -276552.601506
  nChanged 1
		SP:Iteration 55Q (135496.250000 sec): 3 clusters
  Score: Raw -279102.076077 + Penalty 2549.123331 = -276552.952746
  nChanged 1
		SP:Iteration 56Q (135496.440000 sec): 3 clusters
  Score: Raw -279102.593731 + Penalty 2549.123331 = -276553.470399
  nChanged 0
		SP:Iteration 57F (135496.620000 sec): 3 clusters
  Score: Raw -279102.593731 + Penalty 2549.123331 = -276553.470399
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135496.700000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135496.860000 sec): 3 clusters
  Score: Raw -49868.183389 + Penalty 1997.557009 = -47870.626380
  nChanged 99
		SP:Iteration 1F (135497.030000 sec): 3 clusters
  Score: Raw -50008.268779 + Penalty 1997.557009 = -48010.711770
  nChanged 26
		SP:Iteration 2F (135497.160000 sec): 3 clusters
  Score: Raw -50050.458550 + Penalty 1997.557009 = -48052.901542
  nChanged 15
		SP:Iteration 3Q (135497.350000 sec): 3 clusters
  Score: Raw -50086.921630 + Penalty 1997.557009 = -48089.364622
  nChanged 9
		SP:Iteration 4Q (135497.530000 sec): 3 clusters
  Score: Raw -50103.297675 + Penalty 1997.557009 = -48105.740666
  nChanged 6
		SP:Iteration 5Q (135497.720000 sec): 3 clusters
  Score: Raw -50110.390564 + Penalty 1997.557009 = -48112.833555
  nChanged 2
		SP:Iteration 6Q (135497.940000 sec): 3 clusters
  Score: Raw -50112.510072 + Penalty 1997.557009 = -48114.953063
  nChanged 1
		SP:Iteration 7Q (135498.090000 sec): 3 clusters
  Score: Raw -50116.135485 + Penalty 1997.557009 = -48118.578477
  nChanged 1
		SP:Iteration 8Q (135498.290000 sec): 3 clusters
  Score: Raw -50117.966835 + Penalty 1997.557009 = -48120.409826
  nChanged 1
		SP:Iteration 9Q (135498.450000 sec): 3 clusters
  Score: Raw -50119.306496 + Penalty 1997.557009 = -48121.749487
  nChanged 1
		SP:Iteration 10Q (135498.660000 sec): 3 clusters
  Score: Raw -50121.311344 + Penalty 1997.557009 = -48123.754335
  nChanged 2
		SP:Iteration 11Q (135498.910000 sec): 3 clusters
  Score: Raw -50125.207506 + Penalty 1997.557009 = -48127.650497
  nChanged 2
		SP:Iteration 12Q (135499.090000 sec): 3 clusters
  Score: Raw -50130.536401 + Penalty 1997.557009 = -48132.979392
  nChanged 3
		SP:Iteration 13Q (135499.250000 sec): 3 clusters
  Score: Raw -50135.761436 + Penalty 1997.557009 = -48138.204427
  nChanged 1
		SP:Iteration 14Q (135499.460000 sec): 3 clusters
  Score: Raw -50136.369913 + Penalty 1997.557009 = -48138.812905
  nChanged 1
		SP:Iteration 15Q (135499.650000 sec): 3 clusters
  Score: Raw -50137.534280 + Penalty 1997.557009 = -48139.977271
  nChanged 0
		SP:Iteration 16F (135499.850000 sec): 3 clusters
  Score: Raw -50137.534280 + Penalty 1997.557009 = -48139.977271
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (167806 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (135500.650000 sec): 2 clusters
  Score: Raw -17603450.537259 + Penalty 1954.966622 = -17601495.570637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (135501.450000 sec): 3 clusters
  Score: Raw -17492221.722017 + Penalty 3909.933244 = -17488311.788772
  nChanged 81220
		SP:Iteration 1F (135502.330000 sec): 3 clusters
  Score: Raw -17540731.578517 + Penalty 3909.933244 = -17536821.645273
  nChanged 5349
		SP:Iteration 2Q (135503.300000 sec): 3 clusters
  Score: Raw -17542096.255573 + Penalty 3909.933244 = -17538186.322329
  nChanged 5803
		SP:Iteration 3Q (135504.230000 sec): 3 clusters
  Score: Raw -17543979.727797 + Penalty 3909.933244 = -17540069.794553
  nChanged 6829
		SP:Iteration 4Q (135505.250000 sec): 3 clusters
  Score: Raw -17546933.244403 + Penalty 3909.933244 = -17543023.311159
  nChanged 8489
		SP:Iteration 5F (135506.150000 sec): 3 clusters
  Score: Raw -17551589.290619 + Penalty 3909.933244 = -17547679.357374
  nChanged 10311
		SP:Iteration 6F (135507.070000 sec): 3 clusters
  Score: Raw -17558829.739231 + Penalty 3909.933244 = -17554919.805986
  nChanged 11852
		SP:Iteration 7F (135507.980000 sec): 3 clusters
  Score: Raw -17568735.491952 + Penalty 3909.933244 = -17564825.558708
  nChanged 12030
		SP:Iteration 8F (135508.880000 sec): 3 clusters
  Score: Raw -17580052.548539 + Penalty 3909.933244 = -17576142.615294
  nChanged 10266
		SP:Iteration 9F (135509.800000 sec): 3 clusters
  Score: Raw -17589996.552423 + Penalty 3909.933244 = -17586086.619179
  nChanged 7104
		SP:Iteration 10Q (135510.720000 sec): 3 clusters
  Score: Raw -17596829.144505 + Penalty 3909.933244 = -17592919.211260
  nChanged 4569
		SP:Iteration 11Q (135511.640000 sec): 3 clusters
  Score: Raw -17601029.402688 + Penalty 3909.933244 = -17597119.469444
  nChanged 2935
		SP:Iteration 12Q (135512.600000 sec): 3 clusters
  Score: Raw -17603288.424333 + Penalty 3909.933244 = -17599378.491088
  nChanged 2005
		SP:Iteration 13Q (135513.490000 sec): 3 clusters
  Score: Raw -17604458.978280 + Penalty 3909.933244 = -17600549.045036
  nChanged 1355
		SP:Iteration 14Q (135514.450000 sec): 3 clusters
  Score: Raw -17605059.714411 + Penalty 3909.933244 = -17601149.781166
  nChanged 1014
		SP:Iteration 15Q (135515.350000 sec): 3 clusters
  Score: Raw -17605409.186546 + Penalty 3909.933244 = -17601499.253302
  nChanged 713
		SP:Iteration 16Q (135516.270000 sec): 3 clusters
  Score: Raw -17605613.310273 + Penalty 3909.933244 = -17601703.377028
  nChanged 539
		SP:Iteration 17Q (135517.190000 sec): 3 clusters
  Score: Raw -17605746.887366 + Penalty 3909.933244 = -17601836.954122
  nChanged 419
		SP:Iteration 18Q (135518.070000 sec): 3 clusters
  Score: Raw -17605846.274442 + Penalty 3909.933244 = -17601936.341198
  nChanged 328
		SP:Iteration 19Q (135518.900000 sec): 3 clusters
  Score: Raw -17605914.984015 + Penalty 3909.933244 = -17602005.050771
  nChanged 254
		SP:Iteration 20F (135519.810000 sec): 3 clusters
  Score: Raw -17605959.703056 + Penalty 3909.933244 = -17602049.769812
  nChanged 194
		SP:Iteration 21Q (135520.660000 sec): 3 clusters
  Score: Raw -17605984.712835 + Penalty 3909.933244 = -17602074.779591
  nChanged 120
		SP:Iteration 22Q (135521.410000 sec): 3 clusters
  Score: Raw -17605996.651174 + Penalty 3909.933244 = -17602086.717929
  nChanged 91
		SP:Iteration 23Q (135522.220000 sec): 3 clusters
  Score: Raw -17606006.134795 + Penalty 3909.933244 = -17602096.201551
  nChanged 84
		SP:Iteration 24Q (135523.100000 sec): 3 clusters
  Score: Raw -17606014.475331 + Penalty 3909.933244 = -17602104.542086
  nChanged 58
		SP:Iteration 25Q (135524.060000 sec): 3 clusters
  Score: Raw -17606019.409903 + Penalty 3909.933244 = -17602109.476659
  nChanged 60
		SP:Iteration 26Q (135524.840000 sec): 3 clusters
  Score: Raw -17606024.138129 + Penalty 3909.933244 = -17602114.204885
  nChanged 45
		SP:Iteration 27Q (135525.710000 sec): 3 clusters
  Score: Raw -17606027.872472 + Penalty 3909.933244 = -17602117.939227
  nChanged 48
		SP:Iteration 28Q (135526.710000 sec): 3 clusters
  Score: Raw -17606031.941241 + Penalty 3909.933244 = -17602122.007996
  nChanged 51
		SP:Iteration 29Q (135527.580000 sec): 3 clusters
  Score: Raw -17606036.387307 + Penalty 3909.933244 = -17602126.454062
  nChanged 44
		SP:Iteration 30Q (135528.420000 sec): 3 clusters
  Score: Raw -17606040.325520 + Penalty 3909.933244 = -17602130.392275
  nChanged 49
		SP:Iteration 31Q (135529.260000 sec): 3 clusters
  Score: Raw -17606044.509437 + Penalty 3909.933244 = -17602134.576192
  nChanged 38
		SP:Iteration 32Q (135530.090000 sec): 3 clusters
  Score: Raw -17606047.129524 + Penalty 3909.933244 = -17602137.196279
  nChanged 32
		SP:Iteration 33Q (135530.900000 sec): 3 clusters
  Score: Raw -17606049.329080 + Penalty 3909.933244 = -17602139.395836
  nChanged 28
		SP:Iteration 34Q (135531.670000 sec): 3 clusters
  Score: Raw -17606051.482978 + Penalty 3909.933244 = -17602141.549733
  nChanged 33
		SP:Iteration 35Q (135532.500000 sec): 3 clusters
  Score: Raw -17606054.272222 + Penalty 3909.933244 = -17602144.338978
  nChanged 28
		SP:Iteration 36Q (135533.380000 sec): 3 clusters
  Score: Raw -17606056.224489 + Penalty 3909.933244 = -17602146.291244
  nChanged 28
		SP:Iteration 37Q (135534.200000 sec): 3 clusters
  Score: Raw -17606058.229563 + Penalty 3909.933244 = -17602148.296318
  nChanged 26
		SP:Iteration 38Q (135535.060000 sec): 3 clusters
  Score: Raw -17606059.806980 + Penalty 3909.933244 = -17602149.873735
  nChanged 17
		SP:Iteration 39Q (135535.880000 sec): 3 clusters
  Score: Raw -17606060.725762 + Penalty 3909.933244 = -17602150.792517
  nChanged 11
		SP:Iteration 40F (135536.780000 sec): 3 clusters
  Score: Raw -17606061.334126 + Penalty 3909.933244 = -17602151.400881
  nChanged 14
		SP:Iteration 41Q (135537.600000 sec): 3 clusters
  Score: Raw -17606062.318082 + Penalty 3909.933244 = -17602152.384838
  nChanged 13
		SP:Iteration 42Q (135538.410000 sec): 3 clusters
  Score: Raw -17606063.083083 + Penalty 3909.933244 = -17602153.149839
  nChanged 10
		SP:Iteration 43Q (135539.180000 sec): 3 clusters
  Score: Raw -17606063.612616 + Penalty 3909.933244 = -17602153.679372
  nChanged 5
		SP:Iteration 44Q (135540.050000 sec): 3 clusters
  Score: Raw -17606063.926136 + Penalty 3909.933244 = -17602153.992892
  nChanged 5
		SP:Iteration 45Q (135540.820000 sec): 3 clusters
  Score: Raw -17606064.350893 + Penalty 3909.933244 = -17602154.417649
  nChanged 8
		SP:Iteration 46Q (135541.670000 sec): 3 clusters
  Score: Raw -17606064.853973 + Penalty 3909.933244 = -17602154.920728
  nChanged 12
		SP:Iteration 47Q (135542.530000 sec): 3 clusters
  Score: Raw -17606065.505880 + Penalty 3909.933244 = -17602155.572636
  nChanged 11
		SP:Iteration 48Q (135543.410000 sec): 3 clusters
  Score: Raw -17606066.221588 + Penalty 3909.933244 = -17602156.288344
  nChanged 9
		SP:Iteration 49Q (135544.260000 sec): 3 clusters
  Score: Raw -17606066.756681 + Penalty 3909.933244 = -17602156.823436
  nChanged 15
		SP:Iteration 50Q (135545.050000 sec): 3 clusters
  Score: Raw -17606067.876053 + Penalty 3909.933244 = -17602157.942808
  nChanged 13
		SP:Iteration 51Q (135545.900000 sec): 3 clusters
  Score: Raw -17606068.647040 + Penalty 3909.933244 = -17602158.713796
  nChanged 7
		SP:Iteration 52Q (135546.710000 sec): 3 clusters
  Score: Raw -17606068.958563 + Penalty 3909.933244 = -17602159.025318
  nChanged 5
		SP:Iteration 53Q (135547.550000 sec): 3 clusters
  Score: Raw -17606069.216319 + Penalty 3909.933244 = -17602159.283075
  nChanged 9
		SP:Iteration 54Q (135548.470000 sec): 3 clusters
  Score: Raw -17606069.714620 + Penalty 3909.933244 = -17602159.781376
  nChanged 8
		SP:Iteration 55Q (135549.370000 sec): 3 clusters
  Score: Raw -17606070.222392 + Penalty 3909.933244 = -17602160.289148
  nChanged 13
		SP:Iteration 56Q (135550.230000 sec): 3 clusters
  Score: Raw -17606070.939780 + Penalty 3909.933244 = -17602161.006535
  nChanged 9
		SP:Iteration 57Q (135551.030000 sec): 3 clusters
  Score: Raw -17606071.481458 + Penalty 3909.933244 = -17602161.548213
  nChanged 12
		SP:Iteration 58Q (135551.840000 sec): 3 clusters
  Score: Raw -17606072.104734 + Penalty 3909.933244 = -17602162.171490
  nChanged 6
		SP:Iteration 59Q (135552.690000 sec): 3 clusters
  Score: Raw -17606072.403325 + Penalty 3909.933244 = -17602162.470081
  nChanged 5
		SP:Iteration 60F (135553.680000 sec): 3 clusters
  Score: Raw -17606072.735196 + Penalty 3909.933244 = -17602162.801952
  nChanged 7
		SP:Iteration 61Q (135554.530000 sec): 3 clusters
  Score: Raw -17606073.118946 + Penalty 3909.933244 = -17602163.185702
  nChanged 8
		SP:Iteration 62Q (135555.380000 sec): 3 clusters
  Score: Raw -17606073.497034 + Penalty 3909.933244 = -17602163.563789
  nChanged 4
		SP:Iteration 63Q (135556.270000 sec): 3 clusters
  Score: Raw -17606073.704217 + Penalty 3909.933244 = -17602163.770972
  nChanged 5
		SP:Iteration 64Q (135557.060000 sec): 3 clusters
  Score: Raw -17606074.014961 + Penalty 3909.933244 = -17602164.081717
  nChanged 6
		SP:Iteration 65Q (135557.810000 sec): 3 clusters
  Score: Raw -17606074.297819 + Penalty 3909.933244 = -17602164.364575
  nChanged 3
		SP:Iteration 66Q (135558.560000 sec): 3 clusters
  Score: Raw -17606074.434094 + Penalty 3909.933244 = -17602164.500849
  nChanged 6
		SP:Iteration 67Q (135559.320000 sec): 3 clusters
  Score: Raw -17606074.769880 + Penalty 3909.933244 = -17602164.836636
  nChanged 8
		SP:Iteration 68Q (135560.200000 sec): 3 clusters
  Score: Raw -17606075.176336 + Penalty 3909.933244 = -17602165.243092
  nChanged 5
		SP:Iteration 69Q (135561.070000 sec): 3 clusters
  Score: Raw -17606075.389045 + Penalty 3909.933244 = -17602165.455801
  nChanged 4
		SP:Iteration 70Q (135561.880000 sec): 3 clusters
  Score: Raw -17606075.595342 + Penalty 3909.933244 = -17602165.662098
  nChanged 6
		SP:Iteration 71Q (135562.640000 sec): 3 clusters
  Score: Raw -17606075.867198 + Penalty 3909.933244 = -17602165.933954
  nChanged 3
		SP:Iteration 72Q (135563.380000 sec): 3 clusters
  Score: Raw -17606076.045535 + Penalty 3909.933244 = -17602166.112291
  nChanged 2
		SP:Iteration 73Q (135564.260000 sec): 3 clusters
  Score: Raw -17606076.186161 + Penalty 3909.933244 = -17602166.252917
  nChanged 6
		SP:Iteration 74Q (135565.140000 sec): 3 clusters
  Score: Raw -17606076.491186 + Penalty 3909.933244 = -17602166.557942
  nChanged 4
		SP:Iteration 75Q (135565.960000 sec): 3 clusters
  Score: Raw -17606076.751507 + Penalty 3909.933244 = -17602166.818262
  nChanged 9
		SP:Iteration 76Q (135566.780000 sec): 3 clusters
  Score: Raw -17606077.181012 + Penalty 3909.933244 = -17602167.247767
  nChanged 6
		SP:Iteration 77Q (135567.610000 sec): 3 clusters
  Score: Raw -17606077.478802 + Penalty 3909.933244 = -17602167.545558
  nChanged 5
		SP:Iteration 78Q (135568.450000 sec): 3 clusters
  Score: Raw -17606077.689089 + Penalty 3909.933244 = -17602167.755845
  nChanged 6
		SP:Iteration 79Q (135569.300000 sec): 3 clusters
  Score: Raw -17606077.980905 + Penalty 3909.933244 = -17602168.047661
  nChanged 5
		SP:Iteration 80F (135570.210000 sec): 3 clusters
  Score: Raw -17606078.235370 + Penalty 3909.933244 = -17602168.302126
  nChanged 3
		SP:Iteration 81Q (135571.100000 sec): 3 clusters
  Score: Raw -17606078.390579 + Penalty 3909.933244 = -17602168.457335
  nChanged 4
		SP:Iteration 82Q (135571.970000 sec): 3 clusters
  Score: Raw -17606078.565483 + Penalty 3909.933244 = -17602168.632239
  nChanged 3
		SP:Iteration 83Q (135572.780000 sec): 3 clusters
  Score: Raw -17606078.708038 + Penalty 3909.933244 = -17602168.774794
  nChanged 3
		SP:Iteration 84Q (135573.660000 sec): 3 clusters
  Score: Raw -17606078.859330 + Penalty 3909.933244 = -17602168.926085
  nChanged 3
		SP:Iteration 85Q (135574.420000 sec): 3 clusters
  Score: Raw -17606078.982807 + Penalty 3909.933244 = -17602169.049563
  nChanged 3
		SP:Iteration 86Q (135575.240000 sec): 3 clusters
  Score: Raw -17606079.144853 + Penalty 3909.933244 = -17602169.211608
  nChanged 1
		SP:Iteration 87Q (135576.150000 sec): 3 clusters
  Score: Raw -17606079.183088 + Penalty 3909.933244 = -17602169.249844
  nChanged 0
		SP:Iteration 88F (135577.100000 sec): 3 clusters
  Score: Raw -17606079.183088 + Penalty 3909.933244 = -17602169.249844
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Iteration 559F (135732.150000 sec): 75 clusters
  Score: Raw -138117668.600200 + Penalty 169872.908604 = -137947795.691596
  nChanged 2379
Iteration 560F (135896.760000 sec): 75 clusters
  Score: Raw -138117845.141240 + Penalty 169872.908604 = -137947972.232635
  nChanged 1652
Iteration 561Q (135969.860000 sec): 75 clusters
  Score: Raw -138117937.043215 + Penalty 169872.908604 = -137948064.134611
  nChanged 1302
Iteration 562Q (136041.220000 sec): 75 clusters
  Score: Raw -138118004.864126 + Penalty 169872.908604 = -137948131.955521
  nChanged 1162
Iteration 563Q (136135.300000 sec): 75 clusters
  Score: Raw -138118062.539051 + Penalty 169872.908604 = -137948189.630446
  nChanged 1026
Iteration 564Q (136216.480000 sec): 75 clusters
  Score: Raw -138118110.512146 + Penalty 169872.908604 = -137948237.603541
  nChanged 941
Iteration 565Q (136295.310000 sec): 75 clusters
  Score: Raw -138118151.001665 + Penalty 169872.908604 = -137948278.093061
  nChanged 827
Iteration 566Q (136386.190000 sec): 75 clusters
  Score: Raw -138118183.996374 + Penalty 169872.908604 = -137948311.087769
  nChanged 750
Iteration 567Q (136480.420000 sec): 75 clusters
  Score: Raw -138118212.194766 + Penalty 169872.908604 = -137948339.286161
  nChanged 692
Iteration 568Q (136573.970000 sec): 75 clusters
  Score: Raw -138118239.684895 + Penalty 169872.908604 = -137948366.776290
  nChanged 685
Iteration 569Q (136677.080000 sec): 75 clusters
  Score: Raw -138118267.092460 + Penalty 169872.908604 = -137948394.183856
  nChanged 669
Iteration 570Q (136778.060000 sec): 75 clusters
  Score: Raw -138118292.285548 + Penalty 169872.908604 = -137948419.376944
  nChanged 629
Iteration 571Q (136892.880000 sec): 75 clusters
  Score: Raw -138118315.268076 + Penalty 169872.908604 = -137948442.359471
  nChanged 585
Iteration 572Q (137002.190000 sec): 75 clusters
  Score: Raw -138118336.015294 + Penalty 169872.908604 = -137948463.106690
  nChanged 575
Iteration 573Q (137109.880000 sec): 75 clusters
  Score: Raw -138118354.929390 + Penalty 169872.908604 = -137948482.020785
  nChanged 544
Iteration 574Q (137212.320000 sec): 75 clusters
  Score: Raw -138118373.241844 + Penalty 169872.908604 = -137948500.333240
  nChanged 482
Iteration 575Q (137320.730000 sec): 75 clusters
  Score: Raw -138118388.378281 + Penalty 169872.908604 = -137948515.469676
  nChanged 479
Iteration 576Q (137418.740000 sec): 75 clusters
  Score: Raw -138118403.741190 + Penalty 169872.908604 = -137948530.832585
  nChanged 457
Iteration 577Q (137501.100000 sec): 75 clusters
  Score: Raw -138118419.237788 + Penalty 169872.908604 = -137948546.329184
  nChanged 413
Iteration 578Q (137584.200000 sec): 75 clusters
  Score: Raw -138118432.766789 + Penalty 169872.908604 = -137948559.858184
  nChanged 434
Writing temp clu file 
Because OldScore, -137948546.329184, is greater than current (better) Score,-137948559.858184 
 Compute initial score before splitting:   Score: Raw -138118432.766789 + Penalty 169872.908604 = -137948559.858184
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137584.650000 sec): 2 clusters
  Score: Raw -112945.227623 + Penalty 1147.187865 = -111798.039759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137584.850000 sec): 3 clusters
  Score: Raw -112525.959081 + Penalty 2294.375729 = -110231.583352
  nChanged 363
		SP:Iteration 1F (137585.050000 sec): 3 clusters
  Score: Raw -112912.430156 + Penalty 2294.375729 = -110618.054426
  nChanged 94
		SP:Iteration 2F (137585.270000 sec): 3 clusters
  Score: Raw -113050.720308 + Penalty 2294.375729 = -110756.344579
  nChanged 75
		SP:Iteration 3F (137585.400000 sec): 3 clusters
  Score: Raw -113166.594135 + Penalty 2294.375729 = -110872.218406
  nChanged 53
		SP:Iteration 4Q (137585.590000 sec): 3 clusters
  Score: Raw -113258.823013 + Penalty 2294.375729 = -110964.447284
  nChanged 58
		SP:Iteration 5Q (137585.820000 sec): 3 clusters
  Score: Raw -113388.195988 + Penalty 2294.375729 = -111093.820258
  nChanged 47
		SP:Iteration 6Q (137586.030000 sec): 3 clusters
  Score: Raw -113475.542775 + Penalty 2294.375729 = -111181.167046
  nChanged 36
		SP:Iteration 7Q (137586.200000 sec): 3 clusters
  Score: Raw -113536.413430 + Penalty 2294.375729 = -111242.037701
  nChanged 30
		SP:Iteration 8Q (137586.420000 sec): 3 clusters
  Score: Raw -113604.650397 + Penalty 2294.375729 = -111310.274668
  nChanged 21
		SP:Iteration 9Q (137586.600000 sec): 3 clusters
  Score: Raw -113663.144466 + Penalty 2294.375729 = -111368.768737
  nChanged 25
		SP:Iteration 10Q (137586.800000 sec): 3 clusters
  Score: Raw -113720.449758 + Penalty 2294.375729 = -111426.074029
  nChanged 16
		SP:Iteration 11Q (137587.040000 sec): 3 clusters
  Score: Raw -113753.458759 + Penalty 2294.375729 = -111459.083030
  nChanged 12
		SP:Iteration 12Q (137587.210000 sec): 3 clusters
  Score: Raw -113776.941369 + Penalty 2294.375729 = -111482.565639
  nChanged 11
		SP:Iteration 13Q (137587.410000 sec): 3 clusters
  Score: Raw -113796.081621 + Penalty 2294.375729 = -111501.705892
  nChanged 7
		SP:Iteration 14Q (137587.580000 sec): 3 clusters
  Score: Raw -113810.520970 + Penalty 2294.375729 = -111516.145241
  nChanged 7
		SP:Iteration 15Q (137587.770000 sec): 3 clusters
  Score: Raw -113818.218215 + Penalty 2294.375729 = -111523.842486
  nChanged 5
		SP:Iteration 16Q (137587.960000 sec): 3 clusters
  Score: Raw -113825.543562 + Penalty 2294.375729 = -111531.167833
  nChanged 5
		SP:Iteration 17Q (137588.160000 sec): 3 clusters
  Score: Raw -113832.142367 + Penalty 2294.375729 = -111537.766637
  nChanged 4
		SP:Iteration 18Q (137588.370000 sec): 3 clusters
  Score: Raw -113836.793556 + Penalty 2294.375729 = -111542.417827
  nChanged 4
		SP:Iteration 19Q (137588.560000 sec): 3 clusters
  Score: Raw -113845.219266 + Penalty 2294.375729 = -111550.843537
  nChanged 6
		SP:Iteration 20F (137588.800000 sec): 3 clusters
  Score: Raw -113856.284130 + Penalty 2294.375729 = -111561.908400
  nChanged 3
		SP:Iteration 21Q (137588.960000 sec): 3 clusters
  Score: Raw -113862.201376 + Penalty 2294.375729 = -111567.825647
  nChanged 6
		SP:Iteration 22Q (137589.190000 sec): 3 clusters
  Score: Raw -113871.337605 + Penalty 2294.375729 = -111576.961875
  nChanged 4
		SP:Iteration 23Q (137589.340000 sec): 3 clusters
  Score: Raw -113876.598014 + Penalty 2294.375729 = -111582.222285
  nChanged 0
		SP:Iteration 24F (137589.590000 sec): 3 clusters
  Score: Raw -113876.598014 + Penalty 2294.375729 = -111582.222285
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137589.650000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137589.870000 sec): 3 clusters
  Score: Raw -196056.672215 + Penalty 2470.293299 = -193586.378915
  nChanged 722
		SP:Iteration 1F (137590.070000 sec): 3 clusters
  Score: Raw -196588.287864 + Penalty 2470.293299 = -194117.994565
  nChanged 151
		SP:Iteration 2F (137590.260000 sec): 3 clusters
  Score: Raw -196708.050511 + Penalty 2470.293299 = -194237.757212
  nChanged 99
		SP:Iteration 3Q (137590.470000 sec): 3 clusters
  Score: Raw -196768.736614 + Penalty 2470.293299 = -194298.443314
  nChanged 55
		SP:Iteration 4Q (137590.620000 sec): 3 clusters
  Score: Raw -196803.294499 + Penalty 2470.293299 = -194333.001200
  nChanged 59
		SP:Iteration 5Q (137590.810000 sec): 3 clusters
  Score: Raw -196845.932644 + Penalty 2470.293299 = -194375.639345
  nChanged 53
		SP:Iteration 6Q (137591.050000 sec): 3 clusters
  Score: Raw -196890.111059 + Penalty 2470.293299 = -194419.817759
  nChanged 63
		SP:Iteration 7Q (137591.230000 sec): 3 clusters
  Score: Raw -196934.829688 + Penalty 2470.293299 = -194464.536389
  nChanged 63
		SP:Iteration 8Q (137591.470000 sec): 3 clusters
  Score: Raw -196979.681953 + Penalty 2470.293299 = -194509.388654
  nChanged 62
		SP:Iteration 9Q (137591.720000 sec): 3 clusters
  Score: Raw -197032.235480 + Penalty 2470.293299 = -194561.942181
  nChanged 55
		SP:Iteration 10Q (137591.900000 sec): 3 clusters
  Score: Raw -197076.048700 + Penalty 2470.293299 = -194605.755401
  nChanged 46
		SP:Iteration 11Q (137592.130000 sec): 3 clusters
  Score: Raw -197105.172811 + Penalty 2470.293299 = -194634.879512
  nChanged 42
		SP:Iteration 12Q (137592.340000 sec): 3 clusters
  Score: Raw -197139.498557 + Penalty 2470.293299 = -194669.205258
  nChanged 44
		SP:Iteration 13Q (137592.500000 sec): 3 clusters
  Score: Raw -197172.686024 + Penalty 2470.293299 = -194702.392725
  nChanged 37
		SP:Iteration 14Q (137592.710000 sec): 3 clusters
  Score: Raw -197207.313507 + Penalty 2470.293299 = -194737.020207
  nChanged 43
		SP:Iteration 15Q (137592.850000 sec): 3 clusters
  Score: Raw -197247.225645 + Penalty 2470.293299 = -194776.932346
  nChanged 40
		SP:Iteration 16Q (137593.110000 sec): 3 clusters
  Score: Raw -197273.286664 + Penalty 2470.293299 = -194802.993365
  nChanged 35
		SP:Iteration 17Q (137593.290000 sec): 3 clusters
  Score: Raw -197297.038250 + Penalty 2470.293299 = -194826.744950
  nChanged 30
		SP:Iteration 18Q (137593.480000 sec): 3 clusters
  Score: Raw -197315.812844 + Penalty 2470.293299 = -194845.519545
  nChanged 25
		SP:Iteration 19Q (137593.630000 sec): 3 clusters
  Score: Raw -197331.285522 + Penalty 2470.293299 = -194860.992223
  nChanged 13
		SP:Iteration 20F (137593.810000 sec): 3 clusters
  Score: Raw -197337.484722 + Penalty 2470.293299 = -194867.191423
  nChanged 12
		SP:Iteration 21Q (137594.040000 sec): 3 clusters
  Score: Raw -197344.350991 + Penalty 2470.293299 = -194874.057691
  nChanged 16
		SP:Iteration 22Q (137594.240000 sec): 3 clusters
  Score: Raw -197353.587319 + Penalty 2470.293299 = -194883.294019
  nChanged 9
		SP:Iteration 23Q (137594.410000 sec): 3 clusters
  Score: Raw -197358.607423 + Penalty 2470.293299 = -194888.314124
  nChanged 9
		SP:Iteration 24Q (137594.570000 sec): 3 clusters
  Score: Raw -197363.622496 + Penalty 2470.293299 = -194893.329197
  nChanged 6
		SP:Iteration 25Q (137594.760000 sec): 3 clusters
  Score: Raw -197366.576240 + Penalty 2470.293299 = -194896.282941
  nChanged 2
		SP:Iteration 26Q (137594.970000 sec): 3 clusters
  Score: Raw -197369.004366 + Penalty 2470.293299 = -194898.711066
  nChanged 6
		SP:Iteration 27Q (137595.110000 sec): 3 clusters
  Score: Raw -197372.248302 + Penalty 2470.293299 = -194901.955003
  nChanged 5
		SP:Iteration 28Q (137595.310000 sec): 3 clusters
  Score: Raw -197375.672533 + Penalty 2470.293299 = -194905.379234
  nChanged 7
		SP:Iteration 29Q (137595.460000 sec): 3 clusters
  Score: Raw -197379.379125 + Penalty 2470.293299 = -194909.085825
  nChanged 3
		SP:Iteration 30Q (137595.610000 sec): 3 clusters
  Score: Raw -197380.516948 + Penalty 2470.293299 = -194910.223649
  nChanged 2
		SP:Iteration 31Q (137595.850000 sec): 3 clusters
  Score: Raw -197380.946097 + Penalty 2470.293299 = -194910.652798
  nChanged 1
		SP:Iteration 32Q (137596.030000 sec): 3 clusters
  Score: Raw -197381.314593 + Penalty 2470.293299 = -194911.021294
  nChanged 1
		SP:Iteration 33Q (137596.240000 sec): 3 clusters
  Score: Raw -197381.625677 + Penalty 2470.293299 = -194911.332377
  nChanged 0
		SP:Iteration 34F (137596.450000 sec): 3 clusters
  Score: Raw -197381.625677 + Penalty 2470.293299 = -194911.332377
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137596.600000 sec): 2 clusters
  Score: Raw -385729.930440 + Penalty 1350.002220 = -384379.928221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137596.810000 sec): 3 clusters
  Score: Raw -383724.731127 + Penalty 2700.004439 = -381024.726688
  nChanged 1594
		SP:Iteration 1F (137597.040000 sec): 3 clusters
  Score: Raw -384709.513943 + Penalty 2700.004439 = -382009.509504
  nChanged 359
		SP:Iteration 2F (137597.230000 sec): 3 clusters
  Score: Raw -385010.921184 + Penalty 2700.004439 = -382310.916745
  nChanged 255
		SP:Iteration 3F (137597.440000 sec): 3 clusters
  Score: Raw -385201.783955 + Penalty 2700.004439 = -382501.779516
  nChanged 223
		SP:Iteration 4F (137597.670000 sec): 3 clusters
  Score: Raw -385354.993879 + Penalty 2700.004439 = -382654.989440
  nChanged 176
		SP:Iteration 5Q (137597.870000 sec): 3 clusters
  Score: Raw -385469.074688 + Penalty 2700.004439 = -382769.070248
  nChanged 171
		SP:Iteration 6Q (137598.060000 sec): 3 clusters
  Score: Raw -385567.401191 + Penalty 2700.004439 = -382867.396751
  nChanged 127
		SP:Iteration 7Q (137598.300000 sec): 3 clusters
  Score: Raw -385635.151248 + Penalty 2700.004439 = -382935.146809
  nChanged 117
		SP:Iteration 8Q (137598.550000 sec): 3 clusters
  Score: Raw -385687.375054 + Penalty 2700.004439 = -382987.370615
  nChanged 99
		SP:Iteration 9Q (137598.810000 sec): 3 clusters
  Score: Raw -385738.620340 + Penalty 2700.004439 = -383038.615901
  nChanged 101
		SP:Iteration 10Q (137599.000000 sec): 3 clusters
  Score: Raw -385796.440006 + Penalty 2700.004439 = -383096.435567
  nChanged 86
		SP:Iteration 11Q (137599.240000 sec): 3 clusters
  Score: Raw -385840.535224 + Penalty 2700.004439 = -383140.530785
  nChanged 86
		SP:Iteration 12Q (137599.440000 sec): 3 clusters
  Score: Raw -385885.043376 + Penalty 2700.004439 = -383185.038937
  nChanged 64
		SP:Iteration 13Q (137599.640000 sec): 3 clusters
  Score: Raw -385914.654398 + Penalty 2700.004439 = -383214.649959
  nChanged 47
		SP:Iteration 14Q (137599.850000 sec): 3 clusters
  Score: Raw -385938.179644 + Penalty 2700.004439 = -383238.175205
  nChanged 44
		SP:Iteration 15Q (137600.030000 sec): 3 clusters
  Score: Raw -385954.020563 + Penalty 2700.004439 = -383254.016124
  nChanged 41
		SP:Iteration 16Q (137600.250000 sec): 3 clusters
  Score: Raw -385969.845598 + Penalty 2700.004439 = -383269.841159
  nChanged 42
		SP:Iteration 17Q (137600.440000 sec): 3 clusters
  Score: Raw -385984.822394 + Penalty 2700.004439 = -383284.817955
  nChanged 29
		SP:Iteration 18Q (137600.630000 sec): 3 clusters
  Score: Raw -385991.811851 + Penalty 2700.004439 = -383291.807412
  nChanged 20
		SP:Iteration 19Q (137600.880000 sec): 3 clusters
  Score: Raw -385996.013640 + Penalty 2700.004439 = -383296.009201
  nChanged 13
		SP:Iteration 20F (137601.050000 sec): 3 clusters
  Score: Raw -385999.462146 + Penalty 2700.004439 = -383299.457707
  nChanged 13
		SP:Iteration 21Q (137601.280000 sec): 3 clusters
  Score: Raw -386005.360888 + Penalty 2700.004439 = -383305.356449
  nChanged 20
		SP:Iteration 22Q (137601.530000 sec): 3 clusters
  Score: Raw -386010.622220 + Penalty 2700.004439 = -383310.617781
  nChanged 15
		SP:Iteration 23Q (137601.780000 sec): 3 clusters
  Score: Raw -386015.599167 + Penalty 2700.004439 = -383315.594728
  nChanged 18
		SP:Iteration 24Q (137601.990000 sec): 3 clusters
  Score: Raw -386022.927707 + Penalty 2700.004439 = -383322.923268
  nChanged 21
		SP:Iteration 25Q (137602.170000 sec): 3 clusters
  Score: Raw -386034.193656 + Penalty 2700.004439 = -383334.189216
  nChanged 27
		SP:Iteration 26Q (137602.380000 sec): 3 clusters
  Score: Raw -386047.713957 + Penalty 2700.004439 = -383347.709518
  nChanged 31
		SP:Iteration 27Q (137602.530000 sec): 3 clusters
  Score: Raw -386059.193228 + Penalty 2700.004439 = -383359.188789
  nChanged 29
		SP:Iteration 28Q (137602.740000 sec): 3 clusters
  Score: Raw -386070.192800 + Penalty 2700.004439 = -383370.188361
  nChanged 27
		SP:Iteration 29Q (137602.870000 sec): 3 clusters
  Score: Raw -386085.192111 + Penalty 2700.004439 = -383385.187672
  nChanged 23
		SP:Iteration 30Q (137603.020000 sec): 3 clusters
  Score: Raw -386094.660226 + Penalty 2700.004439 = -383394.655787
  nChanged 31
		SP:Iteration 31Q (137603.260000 sec): 3 clusters
  Score: Raw -386108.265505 + Penalty 2700.004439 = -383408.261066
  nChanged 37
		SP:Iteration 32Q (137603.490000 sec): 3 clusters
  Score: Raw -386122.750476 + Penalty 2700.004439 = -383422.746037
  nChanged 35
		SP:Iteration 33Q (137603.680000 sec): 3 clusters
  Score: Raw -386137.305361 + Penalty 2700.004439 = -383437.300922
  nChanged 37
		SP:Iteration 34Q (137603.920000 sec): 3 clusters
  Score: Raw -386155.291586 + Penalty 2700.004439 = -383455.287147
  nChanged 44
		SP:Iteration 35Q (137604.140000 sec): 3 clusters
  Score: Raw -386177.404378 + Penalty 2700.004439 = -383477.399939
  nChanged 47
		SP:Iteration 36Q (137604.370000 sec): 3 clusters
  Score: Raw -386202.171122 + Penalty 2700.004439 = -383502.166683
  nChanged 46
		SP:Iteration 37Q (137604.590000 sec): 3 clusters
  Score: Raw -386222.993332 + Penalty 2700.004439 = -383522.988892
  nChanged 38
		SP:Iteration 38Q (137604.800000 sec): 3 clusters
  Score: Raw -386242.208018 + Penalty 2700.004439 = -383542.203579
  nChanged 34
		SP:Iteration 39Q (137605.010000 sec): 3 clusters
  Score: Raw -386257.456274 + Penalty 2700.004439 = -383557.451835
  nChanged 27
		SP:Iteration 40F (137605.180000 sec): 3 clusters
  Score: Raw -386272.915814 + Penalty 2700.004439 = -383572.911375
  nChanged 39
		SP:Iteration 41Q (137605.410000 sec): 3 clusters
  Score: Raw -386293.014932 + Penalty 2700.004439 = -383593.010493
  nChanged 37
		SP:Iteration 42Q (137605.620000 sec): 3 clusters
  Score: Raw -386310.919344 + Penalty 2700.004439 = -383610.914905
  nChanged 36
		SP:Iteration 43Q (137605.820000 sec): 3 clusters
  Score: Raw -386325.769823 + Penalty 2700.004439 = -383625.765384
  nChanged 27
		SP:Iteration 44Q (137606.030000 sec): 3 clusters
  Score: Raw -386336.952601 + Penalty 2700.004439 = -383636.948162
  nChanged 28
		SP:Iteration 45Q (137606.240000 sec): 3 clusters
  Score: Raw -386349.302110 + Penalty 2700.004439 = -383649.297671
  nChanged 33
		SP:Iteration 46Q (137606.510000 sec): 3 clusters
  Score: Raw -386362.886861 + Penalty 2700.004439 = -383662.882422
  nChanged 35
		SP:Iteration 47Q (137606.690000 sec): 3 clusters
  Score: Raw -386375.580551 + Penalty 2700.004439 = -383675.576112
  nChanged 28
		SP:Iteration 48Q (137606.920000 sec): 3 clusters
  Score: Raw -386386.796240 + Penalty 2700.004439 = -383686.791800
  nChanged 26
		SP:Iteration 49Q (137607.130000 sec): 3 clusters
  Score: Raw -386395.641900 + Penalty 2700.004439 = -383695.637461
  nChanged 18
		SP:Iteration 50Q (137607.300000 sec): 3 clusters
  Score: Raw -386401.574055 + Penalty 2700.004439 = -383701.569616
  nChanged 17
		SP:Iteration 51Q (137607.550000 sec): 3 clusters
  Score: Raw -386406.550730 + Penalty 2700.004439 = -383706.546291
  nChanged 16
		SP:Iteration 52Q (137607.750000 sec): 3 clusters
  Score: Raw -386412.195883 + Penalty 2700.004439 = -383712.191444
  nChanged 23
		SP:Iteration 53Q (137607.970000 sec): 3 clusters
  Score: Raw -386423.276422 + Penalty 2700.004439 = -383723.271983
  nChanged 18
		SP:Iteration 54Q (137608.180000 sec): 3 clusters
  Score: Raw -386430.466383 + Penalty 2700.004439 = -383730.461943
  nChanged 14
		SP:Iteration 55Q (137608.360000 sec): 3 clusters
  Score: Raw -386433.688719 + Penalty 2700.004439 = -383733.684279
  nChanged 8
		SP:Iteration 56Q (137608.570000 sec): 3 clusters
  Score: Raw -386436.150813 + Penalty 2700.004439 = -383736.146374
  nChanged 5
		SP:Iteration 57Q (137608.770000 sec): 3 clusters
  Score: Raw -386437.268665 + Penalty 2700.004439 = -383737.264226
  nChanged 4
		SP:Iteration 58Q (137608.970000 sec): 3 clusters
  Score: Raw -386438.396780 + Penalty 2700.004439 = -383738.392341
  nChanged 4
		SP:Iteration 59Q (137609.170000 sec): 3 clusters
  Score: Raw -386439.486740 + Penalty 2700.004439 = -383739.482301
  nChanged 2
		SP:Iteration 60F (137609.350000 sec): 3 clusters
  Score: Raw -386440.009267 + Penalty 2700.004439 = -383740.004828
  nChanged 1
		SP:Iteration 61Q (137609.570000 sec): 3 clusters
  Score: Raw -386440.222052 + Penalty 2700.004439 = -383740.217612
  nChanged 0
		SP:Iteration 62F (137609.810000 sec): 3 clusters
  Score: Raw -386440.222052 + Penalty 2700.004439 = -383740.217612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137609.930000 sec): 2 clusters
  Score: Raw -841162.784326 + Penalty 1469.196854 = -839693.587472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137610.190000 sec): 3 clusters
  Score: Raw -836447.532675 + Penalty 2938.393708 = -833509.138967
  nChanged 3558
		SP:Iteration 1F (137610.370000 sec): 3 clusters
  Score: Raw -838440.588026 + Penalty 2938.393708 = -835502.194318
  nChanged 511
		SP:Iteration 2F (137610.570000 sec): 3 clusters
  Score: Raw -838685.936362 + Penalty 2938.393708 = -835747.542654
  nChanged 468
		SP:Iteration 3F (137610.820000 sec): 3 clusters
  Score: Raw -838923.915681 + Penalty 2938.393708 = -835985.521973
  nChanged 452
		SP:Iteration 4F (137610.990000 sec): 3 clusters
  Score: Raw -839199.392286 + Penalty 2938.393708 = -836260.998579
  nChanged 420
		SP:Iteration 5Q (137611.210000 sec): 3 clusters
  Score: Raw -839463.884129 + Penalty 2938.393708 = -836525.490421
  nChanged 416
		SP:Iteration 6Q (137611.430000 sec): 3 clusters
  Score: Raw -839707.829795 + Penalty 2938.393708 = -836769.436088
  nChanged 360
		SP:Iteration 7Q (137611.650000 sec): 3 clusters
  Score: Raw -839906.322168 + Penalty 2938.393708 = -836967.928460
  nChanged 321
		SP:Iteration 8Q (137611.870000 sec): 3 clusters
  Score: Raw -840091.192267 + Penalty 2938.393708 = -837152.798559
  nChanged 304
		SP:Iteration 9Q (137612.110000 sec): 3 clusters
  Score: Raw -840284.167670 + Penalty 2938.393708 = -837345.773962
  nChanged 275
		SP:Iteration 10Q (137612.320000 sec): 3 clusters
  Score: Raw -840447.133451 + Penalty 2938.393708 = -837508.739743
  nChanged 282
		SP:Iteration 11Q (137612.560000 sec): 3 clusters
  Score: Raw -840612.665225 + Penalty 2938.393708 = -837674.271517
  nChanged 252
		SP:Iteration 12Q (137612.750000 sec): 3 clusters
  Score: Raw -840749.640031 + Penalty 2938.393708 = -837811.246323
  nChanged 208
		SP:Iteration 13Q (137613.020000 sec): 3 clusters
  Score: Raw -840846.467706 + Penalty 2938.393708 = -837908.073998
  nChanged 162
		SP:Iteration 14Q (137613.230000 sec): 3 clusters
  Score: Raw -840898.886012 + Penalty 2938.393708 = -837960.492304
  nChanged 112
		SP:Iteration 15Q (137613.410000 sec): 3 clusters
  Score: Raw -840938.882665 + Penalty 2938.393708 = -838000.488957
  nChanged 110
		SP:Iteration 16Q (137613.600000 sec): 3 clusters
  Score: Raw -840970.958294 + Penalty 2938.393708 = -838032.564586
  nChanged 81
		SP:Iteration 17Q (137613.840000 sec): 3 clusters
  Score: Raw -840991.131542 + Penalty 2938.393708 = -838052.737834
  nChanged 66
		SP:Iteration 18Q (137614.040000 sec): 3 clusters
  Score: Raw -841008.215016 + Penalty 2938.393708 = -838069.821308
  nChanged 56
		SP:Iteration 19Q (137614.270000 sec): 3 clusters
  Score: Raw -841023.701092 + Penalty 2938.393708 = -838085.307384
  nChanged 60
		SP:Iteration 20F (137614.490000 sec): 3 clusters
  Score: Raw -841036.779750 + Penalty 2938.393708 = -838098.386042
  nChanged 49
		SP:Iteration 21Q (137614.670000 sec): 3 clusters
  Score: Raw -841047.144735 + Penalty 2938.393708 = -838108.751027
  nChanged 40
		SP:Iteration 22Q (137614.890000 sec): 3 clusters
  Score: Raw -841054.579849 + Penalty 2938.393708 = -838116.186141
  nChanged 36
		SP:Iteration 23Q (137615.100000 sec): 3 clusters
  Score: Raw -841062.360992 + Penalty 2938.393708 = -838123.967284
  nChanged 34
		SP:Iteration 24Q (137615.290000 sec): 3 clusters
  Score: Raw -841069.761368 + Penalty 2938.393708 = -838131.367660
  nChanged 35
		SP:Iteration 25Q (137615.510000 sec): 3 clusters
  Score: Raw -841075.703431 + Penalty 2938.393708 = -838137.309724
  nChanged 27
		SP:Iteration 26Q (137615.700000 sec): 3 clusters
  Score: Raw -841080.779939 + Penalty 2938.393708 = -838142.386231
  nChanged 28
		SP:Iteration 27Q (137615.900000 sec): 3 clusters
  Score: Raw -841086.510170 + Penalty 2938.393708 = -838148.116462
  nChanged 25
		SP:Iteration 28Q (137616.150000 sec): 3 clusters
  Score: Raw -841090.316690 + Penalty 2938.393708 = -838151.922982
  nChanged 14
		SP:Iteration 29Q (137616.320000 sec): 3 clusters
  Score: Raw -841092.634038 + Penalty 2938.393708 = -838154.240330
  nChanged 17
		SP:Iteration 30Q (137616.530000 sec): 3 clusters
  Score: Raw -841095.640602 + Penalty 2938.393708 = -838157.246894
  nChanged 9
		SP:Iteration 31Q (137616.760000 sec): 3 clusters
  Score: Raw -841096.901672 + Penalty 2938.393708 = -838158.507964
  nChanged 7
		SP:Iteration 32Q (137616.940000 sec): 3 clusters
  Score: Raw -841097.836925 + Penalty 2938.393708 = -838159.443217
  nChanged 9
		SP:Iteration 33Q (137617.140000 sec): 3 clusters
  Score: Raw -841098.672014 + Penalty 2938.393708 = -838160.278306
  nChanged 7
		SP:Iteration 34Q (137617.350000 sec): 3 clusters
  Score: Raw -841099.792865 + Penalty 2938.393708 = -838161.399157
  nChanged 10
		SP:Iteration 35Q (137617.550000 sec): 3 clusters
  Score: Raw -841101.347828 + Penalty 2938.393708 = -838162.954120
  nChanged 12
		SP:Iteration 36Q (137617.760000 sec): 3 clusters
  Score: Raw -841102.758741 + Penalty 2938.393708 = -838164.365033
  nChanged 6
		SP:Iteration 37Q (137617.990000 sec): 3 clusters
  Score: Raw -841103.301904 + Penalty 2938.393708 = -838164.908196
  nChanged 1
		SP:Iteration 38Q (137618.260000 sec): 3 clusters
  Score: Raw -841103.446989 + Penalty 2938.393708 = -838165.053281
  nChanged 3
		SP:Iteration 39Q (137618.440000 sec): 3 clusters
  Score: Raw -841103.769181 + Penalty 2938.393708 = -838165.375473
  nChanged 2
		SP:Iteration 40F (137618.680000 sec): 3 clusters
  Score: Raw -841104.111694 + Penalty 2938.393708 = -838165.717986
  nChanged 4
		SP:Iteration 41Q (137618.900000 sec): 3 clusters
  Score: Raw -841104.633600 + Penalty 2938.393708 = -838166.239892
  nChanged 5
		SP:Iteration 42Q (137619.160000 sec): 3 clusters
  Score: Raw -841105.118940 + Penalty 2938.393708 = -838166.725232
  nChanged 2
		SP:Iteration 43Q (137619.330000 sec): 3 clusters
  Score: Raw -841105.454038 + Penalty 2938.393708 = -838167.060330
  nChanged 2
		SP:Iteration 44Q (137619.590000 sec): 3 clusters
  Score: Raw -841105.647236 + Penalty 2938.393708 = -838167.253528
  nChanged 1
		SP:Iteration 45Q (137619.800000 sec): 3 clusters
  Score: Raw -841105.712459 + Penalty 2938.393708 = -838167.318751
  nChanged 0
		SP:Iteration 46F (137620.010000 sec): 3 clusters
  Score: Raw -841105.712459 + Penalty 2938.393708 = -838167.318751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4988 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137620.140000 sec): 2 clusters
  Score: Raw -508821.962379 + Penalty 1383.653425 = -507438.308954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137620.350000 sec): 3 clusters
  Score: Raw -506225.297070 + Penalty 2767.306850 = -503457.990221
  nChanged 2031
		SP:Iteration 1F (137620.600000 sec): 3 clusters
  Score: Raw -507394.463158 + Penalty 2767.306850 = -504627.156309
  nChanged 394
		SP:Iteration 2F (137620.770000 sec): 3 clusters
  Score: Raw -507632.578427 + Penalty 2767.306850 = -504865.271578
  nChanged 277
		SP:Iteration 3F (137621.000000 sec): 3 clusters
  Score: Raw -507783.265489 + Penalty 2767.306850 = -505015.958639
  nChanged 207
		SP:Iteration 4Q (137621.230000 sec): 3 clusters
  Score: Raw -507913.445679 + Penalty 2767.306850 = -505146.138829
  nChanged 218
		SP:Iteration 5Q (137621.410000 sec): 3 clusters
  Score: Raw -508027.373632 + Penalty 2767.306850 = -505260.066782
  nChanged 173
		SP:Iteration 6Q (137621.680000 sec): 3 clusters
  Score: Raw -508115.702653 + Penalty 2767.306850 = -505348.395803
  nChanged 150
		SP:Iteration 7Q (137621.870000 sec): 3 clusters
  Score: Raw -508202.437964 + Penalty 2767.306850 = -505435.131114
  nChanged 167
		SP:Iteration 8Q (137622.070000 sec): 3 clusters
  Score: Raw -508305.001721 + Penalty 2767.306850 = -505537.694872
  nChanged 149
		SP:Iteration 9Q (137622.250000 sec): 3 clusters
  Score: Raw -508395.265971 + Penalty 2767.306850 = -505627.959122
  nChanged 134
		SP:Iteration 10Q (137622.480000 sec): 3 clusters
  Score: Raw -508482.265396 + Penalty 2767.306850 = -505714.958546
  nChanged 141
		SP:Iteration 11Q (137622.640000 sec): 3 clusters
  Score: Raw -508574.748154 + Penalty 2767.306850 = -505807.441304
  nChanged 140
		SP:Iteration 12Q (137622.800000 sec): 3 clusters
  Score: Raw -508659.267059 + Penalty 2767.306850 = -505891.960209
  nChanged 125
		SP:Iteration 13Q (137623.000000 sec): 3 clusters
  Score: Raw -508728.353022 + Penalty 2767.306850 = -505961.046172
  nChanged 85
		SP:Iteration 14Q (137623.230000 sec): 3 clusters
  Score: Raw -508760.055422 + Penalty 2767.306850 = -505992.748572
  nChanged 60
		SP:Iteration 15Q (137623.460000 sec): 3 clusters
  Score: Raw -508783.083908 + Penalty 2767.306850 = -506015.777058
  nChanged 49
		SP:Iteration 16Q (137623.630000 sec): 3 clusters
  Score: Raw -508802.385097 + Penalty 2767.306850 = -506035.078247
  nChanged 51
		SP:Iteration 17Q (137623.860000 sec): 3 clusters
  Score: Raw -508823.164263 + Penalty 2767.306850 = -506055.857413
  nChanged 36
		SP:Iteration 18Q (137624.070000 sec): 3 clusters
  Score: Raw -508833.973354 + Penalty 2767.306850 = -506066.666505
  nChanged 23
		SP:Iteration 19Q (137624.320000 sec): 3 clusters
  Score: Raw -508841.013405 + Penalty 2767.306850 = -506073.706555
  nChanged 21
		SP:Iteration 20F (137624.520000 sec): 3 clusters
  Score: Raw -508847.632394 + Penalty 2767.306850 = -506080.325544
  nChanged 29
		SP:Iteration 21Q (137624.730000 sec): 3 clusters
  Score: Raw -508855.664981 + Penalty 2767.306850 = -506088.358131
  nChanged 31
		SP:Iteration 22Q (137624.930000 sec): 3 clusters
  Score: Raw -508865.586220 + Penalty 2767.306850 = -506098.279370
  nChanged 37
		SP:Iteration 23Q (137625.110000 sec): 3 clusters
  Score: Raw -508879.567745 + Penalty 2767.306850 = -506112.260895
  nChanged 38
		SP:Iteration 24Q (137625.280000 sec): 3 clusters
  Score: Raw -508889.435561 + Penalty 2767.306850 = -506122.128712
  nChanged 25
		SP:Iteration 25Q (137625.510000 sec): 3 clusters
  Score: Raw -508896.745077 + Penalty 2767.306850 = -506129.438227
  nChanged 20
		SP:Iteration 26Q (137625.720000 sec): 3 clusters
  Score: Raw -508902.270779 + Penalty 2767.306850 = -506134.963929
  nChanged 16
		SP:Iteration 27Q (137625.890000 sec): 3 clusters
  Score: Raw -508906.735049 + Penalty 2767.306850 = -506139.428199
  nChanged 18
		SP:Iteration 28Q (137626.100000 sec): 3 clusters
  Score: Raw -508910.299828 + Penalty 2767.306850 = -506142.992978
  nChanged 10
		SP:Iteration 29Q (137626.270000 sec): 3 clusters
  Score: Raw -508912.910994 + Penalty 2767.306850 = -506145.604145
  nChanged 10
		SP:Iteration 30Q (137626.420000 sec): 3 clusters
  Score: Raw -508914.743548 + Penalty 2767.306850 = -506147.436698
  nChanged 7
		SP:Iteration 31Q (137626.620000 sec): 3 clusters
  Score: Raw -508916.715731 + Penalty 2767.306850 = -506149.408881
  nChanged 7
		SP:Iteration 32Q (137626.830000 sec): 3 clusters
  Score: Raw -508918.156331 + Penalty 2767.306850 = -506150.849482
  nChanged 6
		SP:Iteration 33Q (137627.020000 sec): 3 clusters
  Score: Raw -508919.719505 + Penalty 2767.306850 = -506152.412655
  nChanged 8
		SP:Iteration 34Q (137627.240000 sec): 3 clusters
  Score: Raw -508921.423584 + Penalty 2767.306850 = -506154.116735
  nChanged 12
		SP:Iteration 35Q (137627.420000 sec): 3 clusters
  Score: Raw -508923.410651 + Penalty 2767.306850 = -506156.103802
  nChanged 6
		SP:Iteration 36Q (137627.660000 sec): 3 clusters
  Score: Raw -508924.562943 + Penalty 2767.306850 = -506157.256093
  nChanged 8
		SP:Iteration 37Q (137627.840000 sec): 3 clusters
  Score: Raw -508926.290978 + Penalty 2767.306850 = -506158.984128
  nChanged 3
		SP:Iteration 38Q (137628.040000 sec): 3 clusters
  Score: Raw -508926.608198 + Penalty 2767.306850 = -506159.301348
  nChanged 1
		SP:Iteration 39Q (137628.260000 sec): 3 clusters
  Score: Raw -508927.062147 + Penalty 2767.306850 = -506159.755297
  nChanged 2
		SP:Iteration 40F (137628.460000 sec): 3 clusters
  Score: Raw -508927.290478 + Penalty 2767.306850 = -506159.983629
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137628.580000 sec): 2 clusters
  Score: Raw -269898.922892 + Penalty 1283.552133 = -268615.370759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137628.770000 sec): 3 clusters
  Score: Raw -268644.866943 + Penalty 2567.104266 = -266077.762677
  nChanged 1026
		SP:Iteration 1F (137628.950000 sec): 3 clusters
  Score: Raw -269287.541546 + Penalty 2567.104266 = -266720.437280
  nChanged 254
		SP:Iteration 2F (137629.140000 sec): 3 clusters
  Score: Raw -269589.449820 + Penalty 2567.104266 = -267022.345554
  nChanged 250
		SP:Iteration 3F (137629.300000 sec): 3 clusters
  Score: Raw -269993.399802 + Penalty 2567.104266 = -267426.295536
  nChanged 248
		SP:Iteration 4F (137629.440000 sec): 3 clusters
  Score: Raw -270381.233572 + Penalty 2567.104266 = -267814.129306
  nChanged 199
		SP:Iteration 5F (137629.650000 sec): 3 clusters
  Score: Raw -270701.715118 + Penalty 2567.104266 = -268134.610852
  nChanged 147
		SP:Iteration 6F (137629.820000 sec): 3 clusters
  Score: Raw -270859.193075 + Penalty 2567.104266 = -268292.088809
  nChanged 86
		SP:Iteration 7Q (137629.990000 sec): 3 clusters
  Score: Raw -270929.946624 + Penalty 2567.104266 = -268362.842358
  nChanged 59
		SP:Iteration 8Q (137630.180000 sec): 3 clusters
  Score: Raw -270969.204126 + Penalty 2567.104266 = -268402.099860
  nChanged 43
		SP:Iteration 9Q (137630.320000 sec): 3 clusters
  Score: Raw -270993.256146 + Penalty 2567.104266 = -268426.151880
  nChanged 24
		SP:Iteration 10Q (137630.520000 sec): 3 clusters
  Score: Raw -271006.812953 + Penalty 2567.104266 = -268439.708687
  nChanged 24
		SP:Iteration 11Q (137630.730000 sec): 3 clusters
  Score: Raw -271021.265741 + Penalty 2567.104266 = -268454.161475
  nChanged 17
		SP:Iteration 12Q (137630.900000 sec): 3 clusters
  Score: Raw -271028.906150 + Penalty 2567.104266 = -268461.801884
  nChanged 7
		SP:Iteration 13Q (137631.100000 sec): 3 clusters
  Score: Raw -271031.968934 + Penalty 2567.104266 = -268464.864668
  nChanged 8
		SP:Iteration 14Q (137631.300000 sec): 3 clusters
  Score: Raw -271035.278008 + Penalty 2567.104266 = -268468.173742
  nChanged 4
		SP:Iteration 15Q (137631.480000 sec): 3 clusters
  Score: Raw -271036.405168 + Penalty 2567.104266 = -268469.300902
  nChanged 2
		SP:Iteration 16Q (137631.690000 sec): 3 clusters
  Score: Raw -271036.818324 + Penalty 2567.104266 = -268469.714058
  nChanged 2
		SP:Iteration 17Q (137631.840000 sec): 3 clusters
  Score: Raw -271037.377721 + Penalty 2567.104266 = -268470.273455
  nChanged 1
		SP:Iteration 18Q (137632.020000 sec): 3 clusters
  Score: Raw -271037.635060 + Penalty 2567.104266 = -268470.530794
  nChanged 2
		SP:Iteration 19Q (137632.190000 sec): 3 clusters
  Score: Raw -271038.075125 + Penalty 2567.104266 = -268470.970859
  nChanged 1
		SP:Iteration 20F (137632.420000 sec): 3 clusters
  Score: Raw -271038.340079 + Penalty 2567.104266 = -268471.235813
  nChanged 1
		SP:Iteration 21Q (137632.600000 sec): 3 clusters
  Score: Raw -271038.509373 + Penalty 2567.104266 = -268471.405107
  nChanged 2
		SP:Iteration 22Q (137632.760000 sec): 3 clusters
  Score: Raw -271039.385449 + Penalty 2567.104266 = -268472.281183
  nChanged 1
		SP:Iteration 23Q (137632.920000 sec): 3 clusters
  Score: Raw -271039.786621 + Penalty 2567.104266 = -268472.682355
  nChanged 0
		SP:Iteration 24F (137633.090000 sec): 3 clusters
  Score: Raw -271039.786621 + Penalty 2567.104266 = -268472.682355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137634.850000 sec): 2 clusters
  Score: Raw -42858689.013410 + Penalty 2099.884296 = -42856589.129114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137636.670000 sec): 3 clusters
  Score: Raw -42584567.457437 + Penalty 4199.768593 = -42580367.688845
  nChanged 200136
		SP:Iteration 1F (137638.470000 sec): 3 clusters
  Score: Raw -42706066.265905 + Penalty 4199.768593 = -42701866.497312
  nChanged 12189
		SP:Iteration 2Q (137640.470000 sec): 3 clusters
  Score: Raw -42709098.807725 + Penalty 4199.768593 = -42704899.039132
  nChanged 13821
		SP:Iteration 3Q (137642.590000 sec): 3 clusters
  Score: Raw -42713132.830202 + Penalty 4199.768593 = -42708933.061609
  nChanged 15415
		SP:Iteration 4Q (137644.660000 sec): 3 clusters
  Score: Raw -42718289.429333 + Penalty 4199.768593 = -42714089.660740
  nChanged 16803
		SP:Iteration 5Q (137646.690000 sec): 3 clusters
  Score: Raw -42724457.494742 + Penalty 4199.768593 = -42720257.726150
  nChanged 17688
		SP:Iteration 6Q (137648.740000 sec): 3 clusters
  Score: Raw -42731596.630670 + Penalty 4199.768593 = -42727396.862077
  nChanged 18277
		SP:Iteration 7Q (137651.220000 sec): 3 clusters
  Score: Raw -42739847.567033 + Penalty 4199.768593 = -42735647.798440
  nChanged 19224
		SP:Iteration 8Q (137653.570000 sec): 3 clusters
  Score: Raw -42749437.535194 + Penalty 4199.768593 = -42745237.766602
  nChanged 21130
		SP:Iteration 9F (137655.470000 sec): 3 clusters
  Score: Raw -42761230.536335 + Penalty 4199.768593 = -42757030.767743
  nChanged 24133
		SP:Iteration 10F (137657.390000 sec): 3 clusters
  Score: Raw -42776117.470735 + Penalty 4199.768593 = -42771917.702142
  nChanged 27024
		SP:Iteration 11F (137659.160000 sec): 3 clusters
  Score: Raw -42794377.725652 + Penalty 4199.768593 = -42790177.957059
  nChanged 27260
		SP:Iteration 12F (137660.850000 sec): 3 clusters
  Score: Raw -42814065.261811 + Penalty 4199.768593 = -42809865.493218
  nChanged 23434
		SP:Iteration 13F (137662.560000 sec): 3 clusters
  Score: Raw -42831566.850809 + Penalty 4199.768593 = -42827367.082217
  nChanged 17056
		SP:Iteration 14Q (137664.440000 sec): 3 clusters
  Score: Raw -42844325.377992 + Penalty 4199.768593 = -42840125.609399
  nChanged 10476
		SP:Iteration 15Q (137666.200000 sec): 3 clusters
  Score: Raw -42851943.457902 + Penalty 4199.768593 = -42847743.689309
  nChanged 5485
		SP:Iteration 16Q (137667.870000 sec): 3 clusters
  Score: Raw -42855752.098272 + Penalty 4199.768593 = -42851552.329679
  nChanged 2556
		SP:Iteration 17Q (137669.390000 sec): 3 clusters
  Score: Raw -42857444.121399 + Penalty 4199.768593 = -42853244.352806
  nChanged 1142
		SP:Iteration 18Q (137670.880000 sec): 3 clusters
  Score: Raw -42858191.082245 + Penalty 4199.768593 = -42853991.313653
  nChanged 501
		SP:Iteration 19Q (137672.260000 sec): 3 clusters
  Score: Raw -42858542.481408 + Penalty 4199.768593 = -42854342.712816
  nChanged 245
		SP:Iteration 20F (137674.020000 sec): 3 clusters
  Score: Raw -42858715.402184 + Penalty 4199.768593 = -42854515.633591
  nChanged 130
		SP:Iteration 21Q (137675.410000 sec): 3 clusters
  Score: Raw -42858805.860194 + Penalty 4199.768593 = -42854606.091602
  nChanged 84
		SP:Iteration 22Q (137676.860000 sec): 3 clusters
  Score: Raw -42858861.191039 + Penalty 4199.768593 = -42854661.422446
  nChanged 56
		SP:Iteration 23Q (137678.190000 sec): 3 clusters
  Score: Raw -42858894.560535 + Penalty 4199.768593 = -42854694.791942
  nChanged 30
		SP:Iteration 24Q (137679.690000 sec): 3 clusters
  Score: Raw -42858916.570844 + Penalty 4199.768593 = -42854716.802252
  nChanged 19
		SP:Iteration 25Q (137681.210000 sec): 3 clusters
  Score: Raw -42858930.924803 + Penalty 4199.768593 = -42854731.156210
  nChanged 17
		SP:Iteration 26Q (137682.640000 sec): 3 clusters
  Score: Raw -42858941.822988 + Penalty 4199.768593 = -42854742.054395
  nChanged 13
		SP:Iteration 27Q (137684.200000 sec): 3 clusters
  Score: Raw -42858951.076088 + Penalty 4199.768593 = -42854751.307496
  nChanged 11
		SP:Iteration 28Q (137685.750000 sec): 3 clusters
  Score: Raw -42858958.093073 + Penalty 4199.768593 = -42854758.324481
  nChanged 8
		SP:Iteration 29Q (137687.310000 sec): 3 clusters
  Score: Raw -42858963.591681 + Penalty 4199.768593 = -42854763.823088
  nChanged 7
		SP:Iteration 30Q (137688.820000 sec): 3 clusters
  Score: Raw -42858967.724886 + Penalty 4199.768593 = -42854767.956293
  nChanged 4
		SP:Iteration 31Q (137690.210000 sec): 3 clusters
  Score: Raw -42858970.391974 + Penalty 4199.768593 = -42854770.623381
  nChanged 2
		SP:Iteration 32Q (137691.680000 sec): 3 clusters
  Score: Raw -42858971.551880 + Penalty 4199.768593 = -42854771.783287
  nChanged 5
		SP:Iteration 33Q (137693.190000 sec): 3 clusters
  Score: Raw -42858974.021547 + Penalty 4199.768593 = -42854774.252954
  nChanged 2
		SP:Iteration 34Q (137694.700000 sec): 3 clusters
  Score: Raw -42858975.070523 + Penalty 4199.768593 = -42854775.301931
  nChanged 2
		SP:Iteration 35Q (137696.170000 sec): 3 clusters
  Score: Raw -42858976.075686 + Penalty 4199.768593 = -42854776.307093
  nChanged 4
		SP:Iteration 36Q (137697.700000 sec): 3 clusters
  Score: Raw -42858979.080898 + Penalty 4199.768593 = -42854779.312306
  nChanged 2
		SP:Iteration 37Q (137699.270000 sec): 3 clusters
  Score: Raw -42858980.552214 + Penalty 4199.768593 = -42854780.783621
  nChanged 1
		SP:Iteration 38Q (137700.650000 sec): 3 clusters
  Score: Raw -42858980.917476 + Penalty 4199.768593 = -42854781.148884
  nChanged 1
		SP:Iteration 39Q (137702.160000 sec): 3 clusters
  Score: Raw -42858981.315099 + Penalty 4199.768593 = -42854781.546506
  nChanged 2
		SP:Iteration 40F (137703.920000 sec): 3 clusters
  Score: Raw -42858982.287945 + Penalty 4199.768593 = -42854782.519353
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137704.360000 sec): 2 clusters
  Score: Raw -2544418.692422 + Penalty 1637.221866 = -2542781.470556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137704.620000 sec): 3 clusters
  Score: Raw -2530022.559883 + Penalty 3274.443733 = -2526748.116150
  nChanged 10710
		SP:Iteration 1F (137704.930000 sec): 3 clusters
  Score: Raw -2535889.191513 + Penalty 3274.443733 = -2532614.747780
  nChanged 1072
		SP:Iteration 2Q (137705.250000 sec): 3 clusters
  Score: Raw -2536246.276400 + Penalty 3274.443733 = -2532971.832668
  nChanged 973
		SP:Iteration 3Q (137705.540000 sec): 3 clusters
  Score: Raw -2536534.090001 + Penalty 3274.443733 = -2533259.646268
  nChanged 893
		SP:Iteration 4Q (137705.830000 sec): 3 clusters
  Score: Raw -2536829.479510 + Penalty 3274.443733 = -2533555.035777
  nChanged 910
		SP:Iteration 5Q (137706.100000 sec): 3 clusters
  Score: Raw -2537177.087409 + Penalty 3274.443733 = -2533902.643676
  nChanged 947
		SP:Iteration 6Q (137706.390000 sec): 3 clusters
  Score: Raw -2537605.972287 + Penalty 3274.443733 = -2534331.528554
  nChanged 1070
		SP:Iteration 7Q (137706.690000 sec): 3 clusters
  Score: Raw -2538180.667129 + Penalty 3274.443733 = -2534906.223396
  nChanged 1114
		SP:Iteration 8Q (137707.000000 sec): 3 clusters
  Score: Raw -2538863.170004 + Penalty 3274.443733 = -2535588.726271
  nChanged 1148
		SP:Iteration 9Q (137707.280000 sec): 3 clusters
  Score: Raw -2539547.836781 + Penalty 3274.443733 = -2536273.393048
  nChanged 1060
		SP:Iteration 10Q (137707.550000 sec): 3 clusters
  Score: Raw -2540154.359755 + Penalty 3274.443733 = -2536879.916022
  nChanged 922
		SP:Iteration 11Q (137707.790000 sec): 3 clusters
  Score: Raw -2540712.257312 + Penalty 3274.443733 = -2537437.813580
  nChanged 858
		SP:Iteration 12Q (137708.120000 sec): 3 clusters
  Score: Raw -2541175.089779 + Penalty 3274.443733 = -2537900.646046
  nChanged 747
		SP:Iteration 13Q (137708.380000 sec): 3 clusters
  Score: Raw -2541578.674805 + Penalty 3274.443733 = -2538304.231072
  nChanged 663
		SP:Iteration 14Q (137708.640000 sec): 3 clusters
  Score: Raw -2541958.466610 + Penalty 3274.443733 = -2538684.022878
  nChanged 599
		SP:Iteration 15Q (137708.930000 sec): 3 clusters
  Score: Raw -2542300.911877 + Penalty 3274.443733 = -2539026.468145
  nChanged 577
		SP:Iteration 16Q (137709.160000 sec): 3 clusters
  Score: Raw -2542656.374433 + Penalty 3274.443733 = -2539381.930701
  nChanged 492
		SP:Iteration 17Q (137709.480000 sec): 3 clusters
  Score: Raw -2542967.847099 + Penalty 3274.443733 = -2539693.403366
  nChanged 446
		SP:Iteration 18Q (137709.720000 sec): 3 clusters
  Score: Raw -2543258.889864 + Penalty 3274.443733 = -2539984.446131
  nChanged 426
		SP:Iteration 19Q (137710.030000 sec): 3 clusters
  Score: Raw -2543532.136339 + Penalty 3274.443733 = -2540257.692606
  nChanged 344
		SP:Iteration 20F (137710.320000 sec): 3 clusters
  Score: Raw -2543751.804014 + Penalty 3274.443733 = -2540477.360281
  nChanged 288
		SP:Iteration 21Q (137710.600000 sec): 3 clusters
  Score: Raw -2543936.183004 + Penalty 3274.443733 = -2540661.739271
  nChanged 235
		SP:Iteration 22Q (137710.930000 sec): 3 clusters
  Score: Raw -2544093.316193 + Penalty 3274.443733 = -2540818.872460
  nChanged 188
		SP:Iteration 23Q (137711.230000 sec): 3 clusters
  Score: Raw -2544216.342806 + Penalty 3274.443733 = -2540941.899073
  nChanged 146
		SP:Iteration 24Q (137711.500000 sec): 3 clusters
  Score: Raw -2544307.038491 + Penalty 3274.443733 = -2541032.594759
  nChanged 116
		SP:Iteration 25Q (137711.780000 sec): 3 clusters
  Score: Raw -2544376.463191 + Penalty 3274.443733 = -2541102.019458
  nChanged 95
		SP:Iteration 26Q (137712.080000 sec): 3 clusters
  Score: Raw -2544438.990711 + Penalty 3274.443733 = -2541164.546979
  nChanged 76
		SP:Iteration 27Q (137712.330000 sec): 3 clusters
  Score: Raw -2544488.740102 + Penalty 3274.443733 = -2541214.296369
  nChanged 56
		SP:Iteration 28Q (137712.620000 sec): 3 clusters
  Score: Raw -2544525.800990 + Penalty 3274.443733 = -2541251.357257
  nChanged 48
		SP:Iteration 29Q (137712.890000 sec): 3 clusters
  Score: Raw -2544557.261080 + Penalty 3274.443733 = -2541282.817347
  nChanged 40
		SP:Iteration 30Q (137713.090000 sec): 3 clusters
  Score: Raw -2544583.403469 + Penalty 3274.443733 = -2541308.959736
  nChanged 30
		SP:Iteration 31Q (137713.330000 sec): 3 clusters
  Score: Raw -2544606.347867 + Penalty 3274.443733 = -2541331.904134
  nChanged 21
		SP:Iteration 32Q (137713.600000 sec): 3 clusters
  Score: Raw -2544621.636278 + Penalty 3274.443733 = -2541347.192546
  nChanged 15
		SP:Iteration 33Q (137713.850000 sec): 3 clusters
  Score: Raw -2544631.528964 + Penalty 3274.443733 = -2541357.085231
  nChanged 11
		SP:Iteration 34Q (137714.140000 sec): 3 clusters
  Score: Raw -2544637.493271 + Penalty 3274.443733 = -2541363.049538
  nChanged 9
		SP:Iteration 35Q (137714.400000 sec): 3 clusters
  Score: Raw -2544641.609748 + Penalty 3274.443733 = -2541367.166015
  nChanged 10
		SP:Iteration 36Q (137714.610000 sec): 3 clusters
  Score: Raw -2544645.912498 + Penalty 3274.443733 = -2541371.468765
  nChanged 8
		SP:Iteration 37Q (137714.900000 sec): 3 clusters
  Score: Raw -2544651.062293 + Penalty 3274.443733 = -2541376.618561
  nChanged 6
		SP:Iteration 38Q (137715.170000 sec): 3 clusters
  Score: Raw -2544655.413128 + Penalty 3274.443733 = -2541380.969395
  nChanged 5
		SP:Iteration 39Q (137715.500000 sec): 3 clusters
  Score: Raw -2544657.882716 + Penalty 3274.443733 = -2541383.438983
  nChanged 3
		SP:Iteration 40F (137715.760000 sec): 3 clusters
  Score: Raw -2544658.811209 + Penalty 3274.443733 = -2541384.367476
  nChanged 4
		SP:Iteration 41Q (137716.050000 sec): 3 clusters
  Score: Raw -2544660.629713 + Penalty 3274.443733 = -2541386.185980
  nChanged 4
		SP:Iteration 42Q (137716.310000 sec): 3 clusters
  Score: Raw -2544663.005746 + Penalty 3274.443733 = -2541388.562013
  nChanged 4
		SP:Iteration 43Q (137716.590000 sec): 3 clusters
  Score: Raw -2544664.641292 + Penalty 3274.443733 = -2541390.197559
  nChanged 1
		SP:Iteration 44Q (137716.810000 sec): 3 clusters
  Score: Raw -2544665.642235 + Penalty 3274.443733 = -2541391.198503
  nChanged 1
		SP:Iteration 45Q (137717.090000 sec): 3 clusters
  Score: Raw -2544665.896704 + Penalty 3274.443733 = -2541391.452971
  nChanged 2
		SP:Iteration 46Q (137717.370000 sec): 3 clusters
  Score: Raw -2544666.506477 + Penalty 3274.443733 = -2541392.062745
  nChanged 0
		SP:Iteration 47F (137717.640000 sec): 3 clusters
  Score: Raw -2544666.506477 + Penalty 3274.443733 = -2541392.062745
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137717.860000 sec): 2 clusters
  Score: Raw -2215047.051572 + Penalty 1628.058762 = -2213418.992809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137718.100000 sec): 3 clusters
  Score: Raw -2201486.525714 + Penalty 3256.117524 = -2198230.408190
  nChanged 10206
		SP:Iteration 1F (137718.400000 sec): 3 clusters
  Score: Raw -2207144.698930 + Penalty 3256.117524 = -2203888.581406
  nChanged 1130
		SP:Iteration 2F (137718.700000 sec): 3 clusters
  Score: Raw -2207637.810908 + Penalty 3256.117524 = -2204381.693384
  nChanged 1194
		SP:Iteration 3F (137718.970000 sec): 3 clusters
  Score: Raw -2208188.087523 + Penalty 3256.117524 = -2204931.969999
  nChanged 1168
		SP:Iteration 4F (137719.240000 sec): 3 clusters
  Score: Raw -2208762.941300 + Penalty 3256.117524 = -2205506.823776
  nChanged 1236
		SP:Iteration 5F (137719.530000 sec): 3 clusters
  Score: Raw -2209390.926252 + Penalty 3256.117524 = -2206134.808728
  nChanged 1249
		SP:Iteration 6F (137719.790000 sec): 3 clusters
  Score: Raw -2210099.263211 + Penalty 3256.117524 = -2206843.145687
  nChanged 1295
		SP:Iteration 7F (137720.090000 sec): 3 clusters
  Score: Raw -2210942.474258 + Penalty 3256.117524 = -2207686.356733
  nChanged 1275
		SP:Iteration 8F (137720.360000 sec): 3 clusters
  Score: Raw -2211844.642737 + Penalty 3256.117524 = -2208588.525213
  nChanged 1162
		SP:Iteration 9F (137720.660000 sec): 3 clusters
  Score: Raw -2212732.389698 + Penalty 3256.117524 = -2209476.272173
  nChanged 1006
		SP:Iteration 10Q (137721.010000 sec): 3 clusters
  Score: Raw -2213611.348583 + Penalty 3256.117524 = -2210355.231059
  nChanged 859
		SP:Iteration 11Q (137721.280000 sec): 3 clusters
  Score: Raw -2214353.928094 + Penalty 3256.117524 = -2211097.810569
  nChanged 695
		SP:Iteration 12Q (137721.560000 sec): 3 clusters
  Score: Raw -2214805.995448 + Penalty 3256.117524 = -2211549.877924
  nChanged 502
		SP:Iteration 13Q (137721.820000 sec): 3 clusters
  Score: Raw -2215047.083700 + Penalty 3256.117524 = -2211790.966176
  nChanged 370
		SP:Iteration 14Q (137722.100000 sec): 3 clusters
  Score: Raw -2215195.459187 + Penalty 3256.117524 = -2211939.341663
  nChanged 275
		SP:Iteration 15Q (137722.360000 sec): 3 clusters
  Score: Raw -2215291.940310 + Penalty 3256.117524 = -2212035.822786
  nChanged 206
		SP:Iteration 16Q (137722.610000 sec): 3 clusters
  Score: Raw -2215366.414600 + Penalty 3256.117524 = -2212110.297076
  nChanged 185
		SP:Iteration 17Q (137722.870000 sec): 3 clusters
  Score: Raw -2215423.617178 + Penalty 3256.117524 = -2212167.499654
  nChanged 150
		SP:Iteration 18Q (137723.100000 sec): 3 clusters
  Score: Raw -2215461.777390 + Penalty 3256.117524 = -2212205.659866
  nChanged 115
		SP:Iteration 19Q (137723.380000 sec): 3 clusters
  Score: Raw -2215488.340785 + Penalty 3256.117524 = -2212232.223260
  nChanged 117
		SP:Iteration 20F (137723.660000 sec): 3 clusters
  Score: Raw -2215516.582311 + Penalty 3256.117524 = -2212260.464787
  nChanged 113
		SP:Iteration 21Q (137723.920000 sec): 3 clusters
  Score: Raw -2215542.672150 + Penalty 3256.117524 = -2212286.554626
  nChanged 102
		SP:Iteration 22Q (137724.220000 sec): 3 clusters
  Score: Raw -2215565.816181 + Penalty 3256.117524 = -2212309.698656
  nChanged 98
		SP:Iteration 23Q (137724.480000 sec): 3 clusters
  Score: Raw -2215591.733784 + Penalty 3256.117524 = -2212335.616260
  nChanged 109
		SP:Iteration 24Q (137724.770000 sec): 3 clusters
  Score: Raw -2215625.765363 + Penalty 3256.117524 = -2212369.647839
  nChanged 114
		SP:Iteration 25Q (137725.030000 sec): 3 clusters
  Score: Raw -2215659.406674 + Penalty 3256.117524 = -2212403.289150
  nChanged 102
		SP:Iteration 26Q (137725.320000 sec): 3 clusters
  Score: Raw -2215688.088252 + Penalty 3256.117524 = -2212431.970728
  nChanged 116
		SP:Iteration 27Q (137725.640000 sec): 3 clusters
  Score: Raw -2215724.042292 + Penalty 3256.117524 = -2212467.924768
  nChanged 123
		SP:Iteration 28Q (137725.930000 sec): 3 clusters
  Score: Raw -2215766.206307 + Penalty 3256.117524 = -2212510.088783
  nChanged 125
		SP:Iteration 29Q (137726.220000 sec): 3 clusters
  Score: Raw -2215805.859488 + Penalty 3256.117524 = -2212549.741964
  nChanged 116
		SP:Iteration 30Q (137726.480000 sec): 3 clusters
  Score: Raw -2215846.673091 + Penalty 3256.117524 = -2212590.555567
  nChanged 112
		SP:Iteration 31Q (137726.820000 sec): 3 clusters
  Score: Raw -2215883.158013 + Penalty 3256.117524 = -2212627.040489
  nChanged 112
		SP:Iteration 32Q (137727.100000 sec): 3 clusters
  Score: Raw -2215921.206632 + Penalty 3256.117524 = -2212665.089108
  nChanged 98
		SP:Iteration 33Q (137727.360000 sec): 3 clusters
  Score: Raw -2215956.872160 + Penalty 3256.117524 = -2212700.754635
  nChanged 95
		SP:Iteration 34Q (137727.690000 sec): 3 clusters
  Score: Raw -2215989.188597 + Penalty 3256.117524 = -2212733.071073
  nChanged 88
		SP:Iteration 35Q (137728.000000 sec): 3 clusters
  Score: Raw -2216018.324157 + Penalty 3256.117524 = -2212762.206633
  nChanged 69
		SP:Iteration 36Q (137728.300000 sec): 3 clusters
  Score: Raw -2216038.166267 + Penalty 3256.117524 = -2212782.048743
  nChanged 58
		SP:Iteration 37Q (137728.590000 sec): 3 clusters
  Score: Raw -2216056.015771 + Penalty 3256.117524 = -2212799.898246
  nChanged 61
		SP:Iteration 38Q (137728.920000 sec): 3 clusters
  Score: Raw -2216080.744825 + Penalty 3256.117524 = -2212824.627301
  nChanged 59
		SP:Iteration 39Q (137729.230000 sec): 3 clusters
  Score: Raw -2216102.566113 + Penalty 3256.117524 = -2212846.448589
  nChanged 50
		SP:Iteration 40F (137729.590000 sec): 3 clusters
  Score: Raw -2216119.971277 + Penalty 3256.117524 = -2212863.853753
  nChanged 45
		SP:Iteration 41Q (137729.850000 sec): 3 clusters
  Score: Raw -2216132.251325 + Penalty 3256.117524 = -2212876.133801
  nChanged 40
		SP:Iteration 42Q (137730.150000 sec): 3 clusters
  Score: Raw -2216144.398251 + Penalty 3256.117524 = -2212888.280727
  nChanged 34
		SP:Iteration 43Q (137730.460000 sec): 3 clusters
  Score: Raw -2216153.553636 + Penalty 3256.117524 = -2212897.436111
  nChanged 25
		SP:Iteration 44Q (137730.730000 sec): 3 clusters
  Score: Raw -2216160.468010 + Penalty 3256.117524 = -2212904.350486
  nChanged 27
		SP:Iteration 45Q (137731.050000 sec): 3 clusters
  Score: Raw -2216168.433566 + Penalty 3256.117524 = -2212912.316042
  nChanged 24
		SP:Iteration 46Q (137731.340000 sec): 3 clusters
  Score: Raw -2216176.531503 + Penalty 3256.117524 = -2212920.413979
  nChanged 24
		SP:Iteration 47Q (137731.620000 sec): 3 clusters
  Score: Raw -2216187.340834 + Penalty 3256.117524 = -2212931.223309
  nChanged 29
		SP:Iteration 48Q (137731.910000 sec): 3 clusters
  Score: Raw -2216201.667583 + Penalty 3256.117524 = -2212945.550059
  nChanged 38
		SP:Iteration 49Q (137732.200000 sec): 3 clusters
  Score: Raw -2216213.216324 + Penalty 3256.117524 = -2212957.098800
  nChanged 25
		SP:Iteration 50Q (137732.450000 sec): 3 clusters
  Score: Raw -2216221.773367 + Penalty 3256.117524 = -2212965.655843
  nChanged 22
		SP:Iteration 51Q (137732.720000 sec): 3 clusters
  Score: Raw -2216231.443162 + Penalty 3256.117524 = -2212975.325638
  nChanged 23
		SP:Iteration 52Q (137732.980000 sec): 3 clusters
  Score: Raw -2216238.568938 + Penalty 3256.117524 = -2212982.451414
  nChanged 18
		SP:Iteration 53Q (137733.260000 sec): 3 clusters
  Score: Raw -2216244.857476 + Penalty 3256.117524 = -2212988.739952
  nChanged 17
		SP:Iteration 54Q (137733.510000 sec): 3 clusters
  Score: Raw -2216252.026845 + Penalty 3256.117524 = -2212995.909321
  nChanged 17
		SP:Iteration 55Q (137733.800000 sec): 3 clusters
  Score: Raw -2216256.994421 + Penalty 3256.117524 = -2213000.876897
  nChanged 21
		SP:Iteration 56Q (137734.060000 sec): 3 clusters
  Score: Raw -2216263.204228 + Penalty 3256.117524 = -2213007.086704
  nChanged 17
		SP:Iteration 57Q (137734.360000 sec): 3 clusters
  Score: Raw -2216267.276471 + Penalty 3256.117524 = -2213011.158946
  nChanged 10
		SP:Iteration 58Q (137734.600000 sec): 3 clusters
  Score: Raw -2216269.427794 + Penalty 3256.117524 = -2213013.310269
  nChanged 9
		SP:Iteration 59Q (137734.880000 sec): 3 clusters
  Score: Raw -2216271.719094 + Penalty 3256.117524 = -2213015.601570
  nChanged 6
		SP:Iteration 60F (137735.180000 sec): 3 clusters
  Score: Raw -2216273.648414 + Penalty 3256.117524 = -2213017.530890
  nChanged 8
		SP:Iteration 61Q (137735.480000 sec): 3 clusters
  Score: Raw -2216275.326268 + Penalty 3256.117524 = -2213019.208744
  nChanged 7
		SP:Iteration 62Q (137735.720000 sec): 3 clusters
  Score: Raw -2216276.681259 + Penalty 3256.117524 = -2213020.563735
  nChanged 5
		SP:Iteration 63Q (137736.000000 sec): 3 clusters
  Score: Raw -2216278.127529 + Penalty 3256.117524 = -2213022.010005
  nChanged 3
		SP:Iteration 64Q (137736.280000 sec): 3 clusters
  Score: Raw -2216279.512084 + Penalty 3256.117524 = -2213023.394560
  nChanged 3
		SP:Iteration 65Q (137736.490000 sec): 3 clusters
  Score: Raw -2216280.210544 + Penalty 3256.117524 = -2213024.093020
  nChanged 3
		SP:Iteration 66Q (137736.750000 sec): 3 clusters
  Score: Raw -2216280.652638 + Penalty 3256.117524 = -2213024.535114
  nChanged 2
		SP:Iteration 67Q (137737.040000 sec): 3 clusters
  Score: Raw -2216280.891791 + Penalty 3256.117524 = -2213024.774267
  nChanged 1
		SP:Iteration 68Q (137737.360000 sec): 3 clusters
  Score: Raw -2216280.973199 + Penalty 3256.117524 = -2213024.855675
  nChanged 0
		SP:Iteration 69F (137737.590000 sec): 3 clusters
  Score: Raw -2216280.973199 + Penalty 3256.117524 = -2213024.855675
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137737.710000 sec): 2 clusters
  Score: Raw -375575.726288 + Penalty 1345.409567 = -374230.316721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137737.930000 sec): 3 clusters
  Score: Raw -373611.005977 + Penalty 2690.819134 = -370920.186844
  nChanged 1542
		SP:Iteration 1F (137738.120000 sec): 3 clusters
  Score: Raw -374531.107468 + Penalty 2690.819134 = -371840.288334
  nChanged 339
		SP:Iteration 2F (137738.310000 sec): 3 clusters
  Score: Raw -374764.417691 + Penalty 2690.819134 = -372073.598557
  nChanged 248
		SP:Iteration 3F (137738.520000 sec): 3 clusters
  Score: Raw -374947.812034 + Penalty 2690.819134 = -372256.992901
  nChanged 221
		SP:Iteration 4F (137738.720000 sec): 3 clusters
  Score: Raw -375089.792127 + Penalty 2690.819134 = -372398.972994
  nChanged 175
		SP:Iteration 5Q (137738.920000 sec): 3 clusters
  Score: Raw -375215.158584 + Penalty 2690.819134 = -372524.339450
  nChanged 166
		SP:Iteration 6Q (137739.070000 sec): 3 clusters
  Score: Raw -375319.300738 + Penalty 2690.819134 = -372628.481604
  nChanged 140
		SP:Iteration 7Q (137739.260000 sec): 3 clusters
  Score: Raw -375407.318990 + Penalty 2690.819134 = -372716.499856
  nChanged 131
		SP:Iteration 8Q (137739.470000 sec): 3 clusters
  Score: Raw -375488.909430 + Penalty 2690.819134 = -372798.090296
  nChanged 113
		SP:Iteration 9Q (137739.640000 sec): 3 clusters
  Score: Raw -375555.645196 + Penalty 2690.819134 = -372864.826063
  nChanged 100
		SP:Iteration 10Q (137739.870000 sec): 3 clusters
  Score: Raw -375616.933148 + Penalty 2690.819134 = -372926.114014
  nChanged 92
		SP:Iteration 11Q (137740.020000 sec): 3 clusters
  Score: Raw -375669.103772 + Penalty 2690.819134 = -372978.284638
  nChanged 75
		SP:Iteration 12Q (137740.180000 sec): 3 clusters
  Score: Raw -375711.284197 + Penalty 2690.819134 = -373020.465064
  nChanged 67
		SP:Iteration 13Q (137740.360000 sec): 3 clusters
  Score: Raw -375745.681087 + Penalty 2690.819134 = -373054.861953
  nChanged 58
		SP:Iteration 14Q (137740.600000 sec): 3 clusters
  Score: Raw -375777.664245 + Penalty 2690.819134 = -373086.845111
  nChanged 53
		SP:Iteration 15Q (137740.790000 sec): 3 clusters
  Score: Raw -375808.849554 + Penalty 2690.819134 = -373118.030421
  nChanged 43
		SP:Iteration 16Q (137740.960000 sec): 3 clusters
  Score: Raw -375832.056879 + Penalty 2690.819134 = -373141.237745
  nChanged 37
		SP:Iteration 17Q (137741.170000 sec): 3 clusters
  Score: Raw -375851.352054 + Penalty 2690.819134 = -373160.532920
  nChanged 30
		SP:Iteration 18Q (137741.330000 sec): 3 clusters
  Score: Raw -375864.543039 + Penalty 2690.819134 = -373173.723906
  nChanged 28
		SP:Iteration 19Q (137741.550000 sec): 3 clusters
  Score: Raw -375876.511765 + Penalty 2690.819134 = -373185.692631
  nChanged 27
		SP:Iteration 20F (137741.790000 sec): 3 clusters
  Score: Raw -375890.730219 + Penalty 2690.819134 = -373199.911085
  nChanged 23
		SP:Iteration 21Q (137741.950000 sec): 3 clusters
  Score: Raw -375901.861830 + Penalty 2690.819134 = -373211.042696
  nChanged 20
		SP:Iteration 22Q (137742.150000 sec): 3 clusters
  Score: Raw -375913.729142 + Penalty 2690.819134 = -373222.910009
  nChanged 15
		SP:Iteration 23Q (137742.330000 sec): 3 clusters
  Score: Raw -375920.610885 + Penalty 2690.819134 = -373229.791752
  nChanged 10
		SP:Iteration 24Q (137742.540000 sec): 3 clusters
  Score: Raw -375925.663452 + Penalty 2690.819134 = -373234.844318
  nChanged 9
		SP:Iteration 25Q (137742.700000 sec): 3 clusters
  Score: Raw -375929.516428 + Penalty 2690.819134 = -373238.697295
  nChanged 12
		SP:Iteration 26Q (137742.900000 sec): 3 clusters
  Score: Raw -375934.482900 + Penalty 2690.819134 = -373243.663766
  nChanged 9
		SP:Iteration 27Q (137743.090000 sec): 3 clusters
  Score: Raw -375939.185653 + Penalty 2690.819134 = -373248.366519
  nChanged 13
		SP:Iteration 28Q (137743.270000 sec): 3 clusters
  Score: Raw -375950.715731 + Penalty 2690.819134 = -373259.896597
  nChanged 25
		SP:Iteration 29Q (137743.480000 sec): 3 clusters
  Score: Raw -375968.239038 + Penalty 2690.819134 = -373277.419904
  nChanged 17
		SP:Iteration 30Q (137743.670000 sec): 3 clusters
  Score: Raw -375977.319307 + Penalty 2690.819134 = -373286.500173
  nChanged 13
		SP:Iteration 31Q (137743.870000 sec): 3 clusters
  Score: Raw -375988.862118 + Penalty 2690.819134 = -373298.042985
  nChanged 7
		SP:Iteration 32Q (137744.050000 sec): 3 clusters
  Score: Raw -375993.858813 + Penalty 2690.819134 = -373303.039679
  nChanged 5
		SP:Iteration 33Q (137744.290000 sec): 3 clusters
  Score: Raw -375995.761976 + Penalty 2690.819134 = -373304.942843
  nChanged 3
		SP:Iteration 34Q (137744.470000 sec): 3 clusters
  Score: Raw -375996.941476 + Penalty 2690.819134 = -373306.122342
  nChanged 2
		SP:Iteration 35Q (137744.640000 sec): 3 clusters
  Score: Raw -375997.858967 + Penalty 2690.819134 = -373307.039833
  nChanged 3
		SP:Iteration 36Q (137744.810000 sec): 3 clusters
  Score: Raw -376000.297620 + Penalty 2690.819134 = -373309.478487
  nChanged 3
		SP:Iteration 37Q (137745.010000 sec): 3 clusters
  Score: Raw -376001.855038 + Penalty 2690.819134 = -373311.035904
  nChanged 3
		SP:Iteration 38Q (137745.200000 sec): 3 clusters
  Score: Raw -376002.506325 + Penalty 2690.819134 = -373311.687192
  nChanged 0
		SP:Iteration 39F (137745.380000 sec): 3 clusters
  Score: Raw -376002.506325 + Penalty 2690.819134 = -373311.687192
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137745.470000 sec): 2 clusters
  Score: Raw -708330.465911 + Penalty 1441.345742 = -706889.120169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137745.700000 sec): 3 clusters
  Score: Raw -704421.588740 + Penalty 2882.691485 = -701538.897255
  nChanged 3039
		SP:Iteration 1F (137745.900000 sec): 3 clusters
  Score: Raw -706098.004272 + Penalty 2882.691485 = -703215.312787
  nChanged 505
		SP:Iteration 2F (137746.120000 sec): 3 clusters
  Score: Raw -706383.178790 + Penalty 2882.691485 = -703500.487305
  nChanged 427
		SP:Iteration 3F (137746.400000 sec): 3 clusters
  Score: Raw -706620.151662 + Penalty 2882.691485 = -703737.460177
  nChanged 382
		SP:Iteration 4F (137746.600000 sec): 3 clusters
  Score: Raw -706825.643487 + Penalty 2882.691485 = -703942.952002
  nChanged 361
		SP:Iteration 5F (137746.770000 sec): 3 clusters
  Score: Raw -707036.493823 + Penalty 2882.691485 = -704153.802338
  nChanged 338
		SP:Iteration 6Q (137747.020000 sec): 3 clusters
  Score: Raw -707213.688572 + Penalty 2882.691485 = -704330.997087
  nChanged 296
		SP:Iteration 7Q (137747.240000 sec): 3 clusters
  Score: Raw -707390.702754 + Penalty 2882.691485 = -704508.011269
  nChanged 262
		SP:Iteration 8Q (137747.470000 sec): 3 clusters
  Score: Raw -707536.573714 + Penalty 2882.691485 = -704653.882229
  nChanged 227
		SP:Iteration 9Q (137747.640000 sec): 3 clusters
  Score: Raw -707664.009825 + Penalty 2882.691485 = -704781.318340
  nChanged 185
		SP:Iteration 10Q (137747.850000 sec): 3 clusters
  Score: Raw -707783.155389 + Penalty 2882.691485 = -704900.463905
  nChanged 177
		SP:Iteration 11Q (137748.070000 sec): 3 clusters
  Score: Raw -707895.029746 + Penalty 2882.691485 = -705012.338261
  nChanged 165
		SP:Iteration 12Q (137748.310000 sec): 3 clusters
  Score: Raw -708006.136141 + Penalty 2882.691485 = -705123.444656
  nChanged 146
		SP:Iteration 13Q (137748.530000 sec): 3 clusters
  Score: Raw -708091.754375 + Penalty 2882.691485 = -705209.062890
  nChanged 122
		SP:Iteration 14Q (137748.740000 sec): 3 clusters
  Score: Raw -708145.105354 + Penalty 2882.691485 = -705262.413870
  nChanged 90
		SP:Iteration 15Q (137748.930000 sec): 3 clusters
  Score: Raw -708178.695725 + Penalty 2882.691485 = -705296.004241
  nChanged 64
		SP:Iteration 16Q (137749.180000 sec): 3 clusters
  Score: Raw -708203.515597 + Penalty 2882.691485 = -705320.824112
  nChanged 48
		SP:Iteration 17Q (137749.410000 sec): 3 clusters
  Score: Raw -708220.449610 + Penalty 2882.691485 = -705337.758125
  nChanged 48
		SP:Iteration 18Q (137749.620000 sec): 3 clusters
  Score: Raw -708235.998445 + Penalty 2882.691485 = -705353.306960
  nChanged 38
		SP:Iteration 19Q (137749.850000 sec): 3 clusters
  Score: Raw -708245.520952 + Penalty 2882.691485 = -705362.829467
  nChanged 32
		SP:Iteration 20F (137750.030000 sec): 3 clusters
  Score: Raw -708255.437308 + Penalty 2882.691485 = -705372.745824
  nChanged 33
		SP:Iteration 21Q (137750.260000 sec): 3 clusters
  Score: Raw -708264.546952 + Penalty 2882.691485 = -705381.855467
  nChanged 31
		SP:Iteration 22Q (137750.470000 sec): 3 clusters
  Score: Raw -708272.548778 + Penalty 2882.691485 = -705389.857294
  nChanged 25
		SP:Iteration 23Q (137750.700000 sec): 3 clusters
  Score: Raw -708278.051677 + Penalty 2882.691485 = -705395.360193
  nChanged 26
		SP:Iteration 24Q (137750.890000 sec): 3 clusters
  Score: Raw -708284.306156 + Penalty 2882.691485 = -705401.614672
  nChanged 21
		SP:Iteration 25Q (137751.120000 sec): 3 clusters
  Score: Raw -708288.920735 + Penalty 2882.691485 = -705406.229251
  nChanged 25
		SP:Iteration 26Q (137751.360000 sec): 3 clusters
  Score: Raw -708296.874873 + Penalty 2882.691485 = -705414.183389
  nChanged 21
		SP:Iteration 27Q (137751.570000 sec): 3 clusters
  Score: Raw -708303.304043 + Penalty 2882.691485 = -705420.612558
  nChanged 23
		SP:Iteration 28Q (137751.750000 sec): 3 clusters
  Score: Raw -708309.049490 + Penalty 2882.691485 = -705426.358006
  nChanged 20
		SP:Iteration 29Q (137751.940000 sec): 3 clusters
  Score: Raw -708313.156320 + Penalty 2882.691485 = -705430.464835
  nChanged 13
		SP:Iteration 30Q (137752.150000 sec): 3 clusters
  Score: Raw -708316.630488 + Penalty 2882.691485 = -705433.939004
  nChanged 15
		SP:Iteration 31Q (137752.330000 sec): 3 clusters
  Score: Raw -708320.758811 + Penalty 2882.691485 = -705438.067327
  nChanged 20
		SP:Iteration 32Q (137752.560000 sec): 3 clusters
  Score: Raw -708324.259370 + Penalty 2882.691485 = -705441.567886
  nChanged 13
		SP:Iteration 33Q (137752.750000 sec): 3 clusters
  Score: Raw -708327.307796 + Penalty 2882.691485 = -705444.616312
  nChanged 14
		SP:Iteration 34Q (137752.910000 sec): 3 clusters
  Score: Raw -708330.449076 + Penalty 2882.691485 = -705447.757591
  nChanged 17
		SP:Iteration 35Q (137753.120000 sec): 3 clusters
  Score: Raw -708334.614048 + Penalty 2882.691485 = -705451.922564
  nChanged 21
		SP:Iteration 36Q (137753.340000 sec): 3 clusters
  Score: Raw -708339.822248 + Penalty 2882.691485 = -705457.130764
  nChanged 22
		SP:Iteration 37Q (137753.550000 sec): 3 clusters
  Score: Raw -708345.927611 + Penalty 2882.691485 = -705463.236127
  nChanged 17
		SP:Iteration 38Q (137753.750000 sec): 3 clusters
  Score: Raw -708349.189893 + Penalty 2882.691485 = -705466.498408
  nChanged 17
		SP:Iteration 39Q (137753.990000 sec): 3 clusters
  Score: Raw -708353.603248 + Penalty 2882.691485 = -705470.911764
  nChanged 20
		SP:Iteration 40F (137754.200000 sec): 3 clusters
  Score: Raw -708360.503031 + Penalty 2882.691485 = -705477.811547
  nChanged 26
		SP:Iteration 41Q (137754.420000 sec): 3 clusters
  Score: Raw -708369.176934 + Penalty 2882.691485 = -705486.485450
  nChanged 22
		SP:Iteration 42Q (137754.640000 sec): 3 clusters
  Score: Raw -708374.959122 + Penalty 2882.691485 = -705492.267638
  nChanged 24
		SP:Iteration 43Q (137754.850000 sec): 3 clusters
  Score: Raw -708382.538451 + Penalty 2882.691485 = -705499.846966
  nChanged 17
		SP:Iteration 44Q (137755.080000 sec): 3 clusters
  Score: Raw -708387.414936 + Penalty 2882.691485 = -705504.723451
  nChanged 19
		SP:Iteration 45Q (137755.260000 sec): 3 clusters
  Score: Raw -708392.207194 + Penalty 2882.691485 = -705509.515710
  nChanged 27
		SP:Iteration 46Q (137755.520000 sec): 3 clusters
  Score: Raw -708399.531441 + Penalty 2882.691485 = -705516.839957
  nChanged 27
		SP:Iteration 47Q (137755.700000 sec): 3 clusters
  Score: Raw -708407.553078 + Penalty 2882.691485 = -705524.861594
  nChanged 33
		SP:Iteration 48Q (137755.890000 sec): 3 clusters
  Score: Raw -708418.868092 + Penalty 2882.691485 = -705536.176608
  nChanged 34
		SP:Iteration 49Q (137756.070000 sec): 3 clusters
  Score: Raw -708431.390468 + Penalty 2882.691485 = -705548.698984
  nChanged 36
		SP:Iteration 50Q (137756.280000 sec): 3 clusters
  Score: Raw -708443.555887 + Penalty 2882.691485 = -705560.864402
  nChanged 25
		SP:Iteration 51Q (137756.480000 sec): 3 clusters
  Score: Raw -708451.894659 + Penalty 2882.691485 = -705569.203174
  nChanged 27
		SP:Iteration 52Q (137756.700000 sec): 3 clusters
  Score: Raw -708459.888396 + Penalty 2882.691485 = -705577.196912
  nChanged 24
		SP:Iteration 53Q (137756.900000 sec): 3 clusters
  Score: Raw -708466.882741 + Penalty 2882.691485 = -705584.191257
  nChanged 19
		SP:Iteration 54Q (137757.060000 sec): 3 clusters
  Score: Raw -708473.331142 + Penalty 2882.691485 = -705590.639658
  nChanged 20
		SP:Iteration 55Q (137757.280000 sec): 3 clusters
  Score: Raw -708479.988110 + Penalty 2882.691485 = -705597.296625
  nChanged 21
		SP:Iteration 56Q (137757.440000 sec): 3 clusters
  Score: Raw -708486.953658 + Penalty 2882.691485 = -705604.262173
  nChanged 26
		SP:Iteration 57Q (137757.580000 sec): 3 clusters
  Score: Raw -708496.039211 + Penalty 2882.691485 = -705613.347726
  nChanged 34
		SP:Iteration 58Q (137757.760000 sec): 3 clusters
  Score: Raw -708510.803222 + Penalty 2882.691485 = -705628.111737
  nChanged 31
		SP:Iteration 59Q (137757.960000 sec): 3 clusters
  Score: Raw -708522.018040 + Penalty 2882.691485 = -705639.326556
  nChanged 29
		SP:Iteration 60F (137758.150000 sec): 3 clusters
  Score: Raw -708535.638848 + Penalty 2882.691485 = -705652.947363
  nChanged 33
		SP:Iteration 61Q (137758.360000 sec): 3 clusters
  Score: Raw -708553.051294 + Penalty 2882.691485 = -705670.359809
  nChanged 37
		SP:Iteration 62Q (137758.520000 sec): 3 clusters
  Score: Raw -708572.380966 + Penalty 2882.691485 = -705689.689481
  nChanged 28
		SP:Iteration 63Q (137758.690000 sec): 3 clusters
  Score: Raw -708585.575052 + Penalty 2882.691485 = -705702.883567
  nChanged 24
		SP:Iteration 64Q (137758.880000 sec): 3 clusters
  Score: Raw -708598.448878 + Penalty 2882.691485 = -705715.757394
  nChanged 32
		SP:Iteration 65Q (137759.100000 sec): 3 clusters
  Score: Raw -708616.228853 + Penalty 2882.691485 = -705733.537369
  nChanged 33
		SP:Iteration 66Q (137759.310000 sec): 3 clusters
  Score: Raw -708634.009208 + Penalty 2882.691485 = -705751.317723
  nChanged 23
		SP:Iteration 67Q (137759.530000 sec): 3 clusters
  Score: Raw -708644.403169 + Penalty 2882.691485 = -705761.711684
  nChanged 16
		SP:Iteration 68Q (137759.730000 sec): 3 clusters
  Score: Raw -708652.242982 + Penalty 2882.691485 = -705769.551497
  nChanged 19
		SP:Iteration 69Q (137759.940000 sec): 3 clusters
  Score: Raw -708661.928562 + Penalty 2882.691485 = -705779.237078
  nChanged 15
		SP:Iteration 70Q (137760.130000 sec): 3 clusters
  Score: Raw -708668.790744 + Penalty 2882.691485 = -705786.099259
  nChanged 15
		SP:Iteration 71Q (137760.360000 sec): 3 clusters
  Score: Raw -708679.190587 + Penalty 2882.691485 = -705796.499103
  nChanged 17
		SP:Iteration 72Q (137760.560000 sec): 3 clusters
  Score: Raw -708691.797957 + Penalty 2882.691485 = -705809.106473
  nChanged 26
		SP:Iteration 73Q (137760.770000 sec): 3 clusters
  Score: Raw -708706.479029 + Penalty 2882.691485 = -705823.787544
  nChanged 20
		SP:Iteration 74Q (137760.980000 sec): 3 clusters
  Score: Raw -708715.976888 + Penalty 2882.691485 = -705833.285403
  nChanged 15
		SP:Iteration 75Q (137761.190000 sec): 3 clusters
  Score: Raw -708724.061022 + Penalty 2882.691485 = -705841.369538
  nChanged 11
		SP:Iteration 76Q (137761.420000 sec): 3 clusters
  Score: Raw -708729.680521 + Penalty 2882.691485 = -705846.989036
  nChanged 11
		SP:Iteration 77Q (137761.580000 sec): 3 clusters
  Score: Raw -708735.497500 + Penalty 2882.691485 = -705852.806015
  nChanged 10
		SP:Iteration 78Q (137761.800000 sec): 3 clusters
  Score: Raw -708741.043823 + Penalty 2882.691485 = -705858.352338
  nChanged 6
		SP:Iteration 79Q (137762.020000 sec): 3 clusters
  Score: Raw -708744.758681 + Penalty 2882.691485 = -705862.067197
  nChanged 8
		SP:Iteration 80F (137762.210000 sec): 3 clusters
  Score: Raw -708748.415652 + Penalty 2882.691485 = -705865.724167
  nChanged 2
		SP:Iteration 81Q (137762.400000 sec): 3 clusters
  Score: Raw -708749.088400 + Penalty 2882.691485 = -705866.396915
  nChanged 1
		SP:Iteration 82Q (137762.560000 sec): 3 clusters
  Score: Raw -708749.359325 + Penalty 2882.691485 = -705866.667840
  nChanged 1
		SP:Iteration 83Q (137762.780000 sec): 3 clusters
  Score: Raw -708750.130256 + Penalty 2882.691485 = -705867.438771
  nChanged 1
		SP:Iteration 84Q (137762.970000 sec): 3 clusters
  Score: Raw -708750.544429 + Penalty 2882.691485 = -705867.852945
  nChanged 1
		SP:Iteration 85Q (137763.240000 sec): 3 clusters
  Score: Raw -708750.760697 + Penalty 2882.691485 = -705868.069212
  nChanged 0
		SP:Iteration 86F (137763.430000 sec): 3 clusters
  Score: Raw -708750.760697 + Penalty 2882.691485 = -705868.069212
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137763.600000 sec): 2 clusters
  Score: Raw -1512436.657238 + Penalty 1554.620488 = -1510882.036751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137763.860000 sec): 3 clusters
  Score: Raw -1504029.065873 + Penalty 3109.240975 = -1500919.824897
  nChanged 6290
		SP:Iteration 1F (137764.070000 sec): 3 clusters
  Score: Raw -1507409.150802 + Penalty 3109.240975 = -1504299.909826
  nChanged 713
		SP:Iteration 2Q (137764.350000 sec): 3 clusters
  Score: Raw -1507630.846454 + Penalty 3109.240975 = -1504521.605478
  nChanged 582
		SP:Iteration 3Q (137764.550000 sec): 3 clusters
  Score: Raw -1507795.936832 + Penalty 3109.240975 = -1504686.695857
  nChanged 467
		SP:Iteration 4Q (137764.790000 sec): 3 clusters
  Score: Raw -1507928.353504 + Penalty 3109.240975 = -1504819.112529
  nChanged 439
		SP:Iteration 5Q (137765.020000 sec): 3 clusters
  Score: Raw -1508044.626309 + Penalty 3109.240975 = -1504935.385334
  nChanged 372
		SP:Iteration 6Q (137765.230000 sec): 3 clusters
  Score: Raw -1508137.483954 + Penalty 3109.240975 = -1505028.242978
  nChanged 328
		SP:Iteration 7Q (137765.470000 sec): 3 clusters
  Score: Raw -1508224.574512 + Penalty 3109.240975 = -1505115.333537
  nChanged 319
		SP:Iteration 8Q (137765.710000 sec): 3 clusters
  Score: Raw -1508316.874786 + Penalty 3109.240975 = -1505207.633811
  nChanged 305
		SP:Iteration 9Q (137765.990000 sec): 3 clusters
  Score: Raw -1508412.392366 + Penalty 3109.240975 = -1505303.151391
  nChanged 346
		SP:Iteration 10Q (137766.280000 sec): 3 clusters
  Score: Raw -1508530.230518 + Penalty 3109.240975 = -1505420.989543
  nChanged 333
		SP:Iteration 11Q (137766.490000 sec): 3 clusters
  Score: Raw -1508634.728102 + Penalty 3109.240975 = -1505525.487127
  nChanged 360
		SP:Iteration 12Q (137766.750000 sec): 3 clusters
  Score: Raw -1508747.672231 + Penalty 3109.240975 = -1505638.431255
  nChanged 354
		SP:Iteration 13Q (137767.050000 sec): 3 clusters
  Score: Raw -1508858.704912 + Penalty 3109.240975 = -1505749.463937
  nChanged 379
		SP:Iteration 14Q (137767.320000 sec): 3 clusters
  Score: Raw -1508984.640601 + Penalty 3109.240975 = -1505875.399625
  nChanged 407
		SP:Iteration 15Q (137767.570000 sec): 3 clusters
  Score: Raw -1509138.426696 + Penalty 3109.240975 = -1506029.185720
  nChanged 453
		SP:Iteration 16Q (137767.840000 sec): 3 clusters
  Score: Raw -1509299.685025 + Penalty 3109.240975 = -1506190.444050
  nChanged 450
		SP:Iteration 17Q (137768.050000 sec): 3 clusters
  Score: Raw -1509470.298344 + Penalty 3109.240975 = -1506361.057368
  nChanged 469
		SP:Iteration 18Q (137768.320000 sec): 3 clusters
  Score: Raw -1509661.311954 + Penalty 3109.240975 = -1506552.070979
  nChanged 488
		SP:Iteration 19Q (137768.550000 sec): 3 clusters
  Score: Raw -1509856.982469 + Penalty 3109.240975 = -1506747.741494
  nChanged 485
		SP:Iteration 20F (137768.820000 sec): 3 clusters
  Score: Raw -1510051.037026 + Penalty 3109.240975 = -1506941.796051
  nChanged 476
		SP:Iteration 21Q (137769.080000 sec): 3 clusters
  Score: Raw -1510227.164644 + Penalty 3109.240975 = -1507117.923668
  nChanged 461
		SP:Iteration 22Q (137769.400000 sec): 3 clusters
  Score: Raw -1510396.136091 + Penalty 3109.240975 = -1507286.895116
  nChanged 413
		SP:Iteration 23Q (137769.640000 sec): 3 clusters
  Score: Raw -1510547.140563 + Penalty 3109.240975 = -1507437.899587
  nChanged 398
		SP:Iteration 24Q (137769.920000 sec): 3 clusters
  Score: Raw -1510687.216443 + Penalty 3109.240975 = -1507577.975468
  nChanged 350
		SP:Iteration 25Q (137770.190000 sec): 3 clusters
  Score: Raw -1510817.173502 + Penalty 3109.240975 = -1507707.932526
  nChanged 333
		SP:Iteration 26Q (137770.470000 sec): 3 clusters
  Score: Raw -1510932.479014 + Penalty 3109.240975 = -1507823.238038
  nChanged 298
		SP:Iteration 27Q (137770.750000 sec): 3 clusters
  Score: Raw -1511027.842860 + Penalty 3109.240975 = -1507918.601885
  nChanged 265
		SP:Iteration 28Q (137771.010000 sec): 3 clusters
  Score: Raw -1511116.188393 + Penalty 3109.240975 = -1508006.947418
  nChanged 227
		SP:Iteration 29Q (137771.310000 sec): 3 clusters
  Score: Raw -1511184.215264 + Penalty 3109.240975 = -1508074.974288
  nChanged 200
		SP:Iteration 30Q (137771.630000 sec): 3 clusters
  Score: Raw -1511244.123153 + Penalty 3109.240975 = -1508134.882178
  nChanged 185
		SP:Iteration 31Q (137771.930000 sec): 3 clusters
  Score: Raw -1511297.531270 + Penalty 3109.240975 = -1508188.290295
  nChanged 175
		SP:Iteration 32Q (137772.200000 sec): 3 clusters
  Score: Raw -1511351.907379 + Penalty 3109.240975 = -1508242.666403
  nChanged 172
		SP:Iteration 33Q (137772.480000 sec): 3 clusters
  Score: Raw -1511408.191670 + Penalty 3109.240975 = -1508298.950694
  nChanged 181
		SP:Iteration 34Q (137772.780000 sec): 3 clusters
  Score: Raw -1511470.106017 + Penalty 3109.240975 = -1508360.865041
  nChanged 182
		SP:Iteration 35Q (137773.020000 sec): 3 clusters
  Score: Raw -1511552.102255 + Penalty 3109.240975 = -1508442.861280
  nChanged 223
		SP:Iteration 36Q (137773.270000 sec): 3 clusters
  Score: Raw -1511684.068056 + Penalty 3109.240975 = -1508574.827081
  nChanged 216
		SP:Iteration 37Q (137773.500000 sec): 3 clusters
  Score: Raw -1511810.053488 + Penalty 3109.240975 = -1508700.812512
  nChanged 223
		SP:Iteration 38Q (137773.790000 sec): 3 clusters
  Score: Raw -1511942.379309 + Penalty 3109.240975 = -1508833.138334
  nChanged 196
		SP:Iteration 39Q (137774.060000 sec): 3 clusters
  Score: Raw -1512070.006102 + Penalty 3109.240975 = -1508960.765127
  nChanged 158
		SP:Iteration 40F (137774.290000 sec): 3 clusters
  Score: Raw -1512163.909072 + Penalty 3109.240975 = -1509054.668096
  nChanged 129
		SP:Iteration 41Q (137774.520000 sec): 3 clusters
  Score: Raw -1512240.841794 + Penalty 3109.240975 = -1509131.600818
  nChanged 108
		SP:Iteration 42Q (137774.760000 sec): 3 clusters
  Score: Raw -1512314.279188 + Penalty 3109.240975 = -1509205.038213
  nChanged 102
		SP:Iteration 43Q (137775.000000 sec): 3 clusters
  Score: Raw -1512378.047015 + Penalty 3109.240975 = -1509268.806040
  nChanged 73
		SP:Iteration 44Q (137775.250000 sec): 3 clusters
  Score: Raw -1512419.817681 + Penalty 3109.240975 = -1509310.576706
  nChanged 55
		SP:Iteration 45Q (137775.480000 sec): 3 clusters
  Score: Raw -1512454.820814 + Penalty 3109.240975 = -1509345.579839
  nChanged 43
		SP:Iteration 46Q (137775.740000 sec): 3 clusters
  Score: Raw -1512479.788217 + Penalty 3109.240975 = -1509370.547242
  nChanged 41
		SP:Iteration 47Q (137775.960000 sec): 3 clusters
  Score: Raw -1512511.156672 + Penalty 3109.240975 = -1509401.915697
  nChanged 38
		SP:Iteration 48Q (137776.200000 sec): 3 clusters
  Score: Raw -1512534.229912 + Penalty 3109.240975 = -1509424.988937
  nChanged 32
		SP:Iteration 49Q (137776.440000 sec): 3 clusters
  Score: Raw -1512557.289827 + Penalty 3109.240975 = -1509448.048852
  nChanged 22
		SP:Iteration 50Q (137776.660000 sec): 3 clusters
  Score: Raw -1512573.795078 + Penalty 3109.240975 = -1509464.554103
  nChanged 19
		SP:Iteration 51Q (137776.880000 sec): 3 clusters
  Score: Raw -1512588.876631 + Penalty 3109.240975 = -1509479.635656
  nChanged 17
		SP:Iteration 52Q (137777.110000 sec): 3 clusters
  Score: Raw -1512600.482058 + Penalty 3109.240975 = -1509491.241082
  nChanged 18
		SP:Iteration 53Q (137777.330000 sec): 3 clusters
  Score: Raw -1512609.981147 + Penalty 3109.240975 = -1509500.740172
  nChanged 8
		SP:Iteration 54Q (137777.580000 sec): 3 clusters
  Score: Raw -1512614.515450 + Penalty 3109.240975 = -1509505.274474
  nChanged 5
		SP:Iteration 55Q (137777.780000 sec): 3 clusters
  Score: Raw -1512617.999091 + Penalty 3109.240975 = -1509508.758115
  nChanged 8
		SP:Iteration 56Q (137778.000000 sec): 3 clusters
  Score: Raw -1512621.771410 + Penalty 3109.240975 = -1509512.530434
  nChanged 7
		SP:Iteration 57Q (137778.250000 sec): 3 clusters
  Score: Raw -1512625.523232 + Penalty 3109.240975 = -1509516.282257
  nChanged 4
		SP:Iteration 58Q (137778.440000 sec): 3 clusters
  Score: Raw -1512628.993814 + Penalty 3109.240975 = -1509519.752839
  nChanged 6
		SP:Iteration 59Q (137778.700000 sec): 3 clusters
  Score: Raw -1512632.648992 + Penalty 3109.240975 = -1509523.408016
  nChanged 7
		SP:Iteration 60F (137778.940000 sec): 3 clusters
  Score: Raw -1512636.177469 + Penalty 3109.240975 = -1509526.936494
  nChanged 5
		SP:Iteration 61Q (137779.180000 sec): 3 clusters
  Score: Raw -1512638.152511 + Penalty 3109.240975 = -1509528.911536
  nChanged 2
		SP:Iteration 62Q (137779.420000 sec): 3 clusters
  Score: Raw -1512639.794023 + Penalty 3109.240975 = -1509530.553047
  nChanged 3
		SP:Iteration 63Q (137779.690000 sec): 3 clusters
  Score: Raw -1512641.479262 + Penalty 3109.240975 = -1509532.238287
  nChanged 3
		SP:Iteration 64Q (137779.880000 sec): 3 clusters
  Score: Raw -1512643.756683 + Penalty 3109.240975 = -1509534.515707
  nChanged 4
		SP:Iteration 65Q (137780.120000 sec): 3 clusters
  Score: Raw -1512647.704501 + Penalty 3109.240975 = -1509538.463526
  nChanged 2
		SP:Iteration 66Q (137780.350000 sec): 3 clusters
  Score: Raw -1512648.898409 + Penalty 3109.240975 = -1509539.657434
  nChanged 2
		SP:Iteration 67Q (137780.580000 sec): 3 clusters
  Score: Raw -1512650.026567 + Penalty 3109.240975 = -1509540.785592
  nChanged 2
		SP:Iteration 68Q (137780.860000 sec): 3 clusters
  Score: Raw -1512650.257456 + Penalty 3109.240975 = -1509541.016481
  nChanged 0
		SP:Iteration 69F (137781.150000 sec): 3 clusters
  Score: Raw -1512650.257456 + Penalty 3109.240975 = -1509541.016481
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137781.310000 sec): 2 clusters
  Score: Raw -2258049.363106 + Penalty 1612.534654 = -2256436.828452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137781.610000 sec): 3 clusters
  Score: Raw -2245727.561881 + Penalty 3225.069308 = -2242502.492573
  nChanged 9245
		SP:Iteration 1F (137781.900000 sec): 3 clusters
  Score: Raw -2250780.172001 + Penalty 3225.069308 = -2247555.102692
  nChanged 1004
		SP:Iteration 2Q (137782.180000 sec): 3 clusters
  Score: Raw -2251103.634449 + Penalty 3225.069308 = -2247878.565140
  nChanged 910
		SP:Iteration 3Q (137782.410000 sec): 3 clusters
  Score: Raw -2251425.820346 + Penalty 3225.069308 = -2248200.751038
  nChanged 938
		SP:Iteration 4Q (137782.670000 sec): 3 clusters
  Score: Raw -2251852.881005 + Penalty 3225.069308 = -2248627.811697
  nChanged 1073
		SP:Iteration 5F (137782.960000 sec): 3 clusters
  Score: Raw -2252454.127993 + Penalty 3225.069308 = -2249229.058684
  nChanged 1317
		SP:Iteration 6F (137783.180000 sec): 3 clusters
  Score: Raw -2253337.635615 + Penalty 3225.069308 = -2250112.566306
  nChanged 1507
		SP:Iteration 7F (137783.470000 sec): 3 clusters
  Score: Raw -2254577.904064 + Penalty 3225.069308 = -2251352.834756
  nChanged 1489
		SP:Iteration 8F (137783.770000 sec): 3 clusters
  Score: Raw -2255975.502056 + Penalty 3225.069308 = -2252750.432747
  nChanged 1178
		SP:Iteration 9F (137784.000000 sec): 3 clusters
  Score: Raw -2257123.675578 + Penalty 3225.069308 = -2253898.606270
  nChanged 634
		SP:Iteration 10Q (137784.320000 sec): 3 clusters
  Score: Raw -2257737.922048 + Penalty 3225.069308 = -2254512.852740
  nChanged 264
		SP:Iteration 11Q (137784.540000 sec): 3 clusters
  Score: Raw -2258009.136970 + Penalty 3225.069308 = -2254784.067662
  nChanged 102
		SP:Iteration 12Q (137784.850000 sec): 3 clusters
  Score: Raw -2258124.949045 + Penalty 3225.069308 = -2254899.879737
  nChanged 51
		SP:Iteration 13Q (137785.060000 sec): 3 clusters
  Score: Raw -2258182.316759 + Penalty 3225.069308 = -2254957.247450
  nChanged 25
		SP:Iteration 14Q (137785.370000 sec): 3 clusters
  Score: Raw -2258214.599195 + Penalty 3225.069308 = -2254989.529886
  nChanged 15
		SP:Iteration 15Q (137785.580000 sec): 3 clusters
  Score: Raw -2258233.017925 + Penalty 3225.069308 = -2255007.948617
  nChanged 7
		SP:Iteration 16Q (137785.890000 sec): 3 clusters
  Score: Raw -2258239.002698 + Penalty 3225.069308 = -2255013.933389
  nChanged 4
		SP:Iteration 17Q (137786.160000 sec): 3 clusters
  Score: Raw -2258246.034678 + Penalty 3225.069308 = -2255020.965369
  nChanged 5
		SP:Iteration 18Q (137786.450000 sec): 3 clusters
  Score: Raw -2258253.402827 + Penalty 3225.069308 = -2255028.333518
  nChanged 4
		SP:Iteration 19Q (137786.720000 sec): 3 clusters
  Score: Raw -2258257.696930 + Penalty 3225.069308 = -2255032.627622
  nChanged 2
		SP:Iteration 20F (137786.980000 sec): 3 clusters
  Score: Raw -2258259.406616 + Penalty 3225.069308 = -2255034.337307
  nChanged 1
		SP:Iteration 21Q (137787.240000 sec): 3 clusters
  Score: Raw -2258260.105566 + Penalty 3225.069308 = -2255035.036258
  nChanged 0
		SP:Iteration 22F (137787.490000 sec): 3 clusters
  Score: Raw -2258260.105566 + Penalty 3225.069308 = -2255035.036258
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137787.630000 sec): 2 clusters
  Score: Raw -403809.310716 + Penalty 1355.285315 = -402454.025401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137787.850000 sec): 3 clusters
  Score: Raw -401665.212405 + Penalty 2710.570629 = -398954.641776
  nChanged 1646
		SP:Iteration 1F (137788.030000 sec): 3 clusters
  Score: Raw -402618.145131 + Penalty 2710.570629 = -399907.574501
  nChanged 349
		SP:Iteration 2F (137788.210000 sec): 3 clusters
  Score: Raw -402831.224179 + Penalty 2710.570629 = -400120.653549
  nChanged 252
		SP:Iteration 3F (137788.430000 sec): 3 clusters
  Score: Raw -403002.099727 + Penalty 2710.570629 = -400291.529097
  nChanged 212
		SP:Iteration 4F (137788.620000 sec): 3 clusters
  Score: Raw -403140.271940 + Penalty 2710.570629 = -400429.701311
  nChanged 177
		SP:Iteration 5Q (137788.790000 sec): 3 clusters
  Score: Raw -403265.361341 + Penalty 2710.570629 = -400554.790712
  nChanged 174
		SP:Iteration 6Q (137788.980000 sec): 3 clusters
  Score: Raw -403433.746032 + Penalty 2710.570629 = -400723.175402
  nChanged 222
		SP:Iteration 7F (137789.190000 sec): 3 clusters
  Score: Raw -403681.338059 + Penalty 2710.570629 = -400970.767430
  nChanged 224
		SP:Iteration 8F (137789.410000 sec): 3 clusters
  Score: Raw -403902.447826 + Penalty 2710.570629 = -401191.877196
  nChanged 199
		SP:Iteration 9Q (137789.610000 sec): 3 clusters
  Score: Raw -404075.515597 + Penalty 2710.570629 = -401364.944968
  nChanged 156
		SP:Iteration 10Q (137789.810000 sec): 3 clusters
  Score: Raw -404210.152922 + Penalty 2710.570629 = -401499.582292
  nChanged 132
		SP:Iteration 11Q (137790.000000 sec): 3 clusters
  Score: Raw -404296.879749 + Penalty 2710.570629 = -401586.309120
  nChanged 115
		SP:Iteration 12Q (137790.170000 sec): 3 clusters
  Score: Raw -404361.646551 + Penalty 2710.570629 = -401651.075922
  nChanged 79
		SP:Iteration 13Q (137790.400000 sec): 3 clusters
  Score: Raw -404396.382166 + Penalty 2710.570629 = -401685.811537
  nChanged 52
		SP:Iteration 14Q (137790.570000 sec): 3 clusters
  Score: Raw -404417.654117 + Penalty 2710.570629 = -401707.083488
  nChanged 34
		SP:Iteration 15Q (137790.810000 sec): 3 clusters
  Score: Raw -404431.857415 + Penalty 2710.570629 = -401721.286786
  nChanged 33
		SP:Iteration 16Q (137790.970000 sec): 3 clusters
  Score: Raw -404456.218294 + Penalty 2710.570629 = -401745.647664
  nChanged 40
		SP:Iteration 17Q (137791.180000 sec): 3 clusters
  Score: Raw -404480.598595 + Penalty 2710.570629 = -401770.027965
  nChanged 32
		SP:Iteration 18Q (137791.410000 sec): 3 clusters
  Score: Raw -404501.288131 + Penalty 2710.570629 = -401790.717502
  nChanged 37
		SP:Iteration 19Q (137791.580000 sec): 3 clusters
  Score: Raw -404520.269820 + Penalty 2710.570629 = -401809.699191
  nChanged 32
		SP:Iteration 20F (137791.770000 sec): 3 clusters
  Score: Raw -404534.775054 + Penalty 2710.570629 = -401824.204425
  nChanged 31
		SP:Iteration 21Q (137791.930000 sec): 3 clusters
  Score: Raw -404550.950440 + Penalty 2710.570629 = -401840.379811
  nChanged 28
		SP:Iteration 22Q (137792.120000 sec): 3 clusters
  Score: Raw -404566.559674 + Penalty 2710.570629 = -401855.989045
  nChanged 31
		SP:Iteration 23Q (137792.370000 sec): 3 clusters
  Score: Raw -404579.339506 + Penalty 2710.570629 = -401868.768876
  nChanged 29
		SP:Iteration 24Q (137792.590000 sec): 3 clusters
  Score: Raw -404590.451433 + Penalty 2710.570629 = -401879.880804
  nChanged 29
		SP:Iteration 25Q (137792.780000 sec): 3 clusters
  Score: Raw -404600.446806 + Penalty 2710.570629 = -401889.876177
  nChanged 23
		SP:Iteration 26Q (137793.020000 sec): 3 clusters
  Score: Raw -404609.633327 + Penalty 2710.570629 = -401899.062697
  nChanged 15
		SP:Iteration 27Q (137793.190000 sec): 3 clusters
  Score: Raw -404614.139093 + Penalty 2710.570629 = -401903.568464
  nChanged 14
		SP:Iteration 28Q (137793.350000 sec): 3 clusters
  Score: Raw -404617.528705 + Penalty 2710.570629 = -401906.958076
  nChanged 6
		SP:Iteration 29Q (137793.560000 sec): 3 clusters
  Score: Raw -404618.435903 + Penalty 2710.570629 = -401907.865273
  nChanged 6
		SP:Iteration 30Q (137793.770000 sec): 3 clusters
  Score: Raw -404619.695396 + Penalty 2710.570629 = -401909.124767
  nChanged 4
		SP:Iteration 31Q (137793.950000 sec): 3 clusters
  Score: Raw -404620.907404 + Penalty 2710.570629 = -401910.336775
  nChanged 2
		SP:Iteration 32Q (137794.160000 sec): 3 clusters
  Score: Raw -404621.308077 + Penalty 2710.570629 = -401910.737448
  nChanged 0
		SP:Iteration 33F (137794.370000 sec): 3 clusters
  Score: Raw -404621.308077 + Penalty 2710.570629 = -401910.737448
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137794.520000 sec): 2 clusters
  Score: Raw -1198990.033754 + Penalty 1516.238404 = -1197473.795351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137794.710000 sec): 3 clusters
  Score: Raw -1192578.848216 + Penalty 3032.476807 = -1189546.371409
  nChanged 4915
		SP:Iteration 1F (137794.970000 sec): 3 clusters
  Score: Raw -1195456.625671 + Penalty 3032.476807 = -1192424.148863
  nChanged 825
		SP:Iteration 2F (137795.200000 sec): 3 clusters
  Score: Raw -1195934.291909 + Penalty 3032.476807 = -1192901.815102
  nChanged 734
		SP:Iteration 3F (137795.440000 sec): 3 clusters
  Score: Raw -1196346.198983 + Penalty 3032.476807 = -1193313.722176
  nChanged 697
		SP:Iteration 4F (137795.670000 sec): 3 clusters
  Score: Raw -1196761.610973 + Penalty 3032.476807 = -1193729.134165
  nChanged 623
		SP:Iteration 5F (137795.910000 sec): 3 clusters
  Score: Raw -1197109.815765 + Penalty 3032.476807 = -1194077.338957
  nChanged 530
		SP:Iteration 6Q (137796.150000 sec): 3 clusters
  Score: Raw -1197400.280995 + Penalty 3032.476807 = -1194367.804188
  nChanged 475
		SP:Iteration 7Q (137796.390000 sec): 3 clusters
  Score: Raw -1197662.544841 + Penalty 3032.476807 = -1194630.068034
  nChanged 409
		SP:Iteration 8Q (137796.620000 sec): 3 clusters
  Score: Raw -1197895.306290 + Penalty 3032.476807 = -1194862.829483
  nChanged 370
		SP:Iteration 9Q (137796.830000 sec): 3 clusters
  Score: Raw -1198104.857448 + Penalty 3032.476807 = -1195072.380641
  nChanged 307
		SP:Iteration 10Q (137797.090000 sec): 3 clusters
  Score: Raw -1198301.774771 + Penalty 3032.476807 = -1195269.297964
  nChanged 284
		SP:Iteration 11Q (137797.290000 sec): 3 clusters
  Score: Raw -1198456.888036 + Penalty 3032.476807 = -1195424.411228
  nChanged 217
		SP:Iteration 12Q (137797.510000 sec): 3 clusters
  Score: Raw -1198585.069574 + Penalty 3032.476807 = -1195552.592767
  nChanged 242
		SP:Iteration 13Q (137797.770000 sec): 3 clusters
  Score: Raw -1198731.161513 + Penalty 3032.476807 = -1195698.684705
  nChanged 219
		SP:Iteration 14Q (137797.990000 sec): 3 clusters
  Score: Raw -1198853.400344 + Penalty 3032.476807 = -1195820.923537
  nChanged 212
		SP:Iteration 15Q (137798.230000 sec): 3 clusters
  Score: Raw -1198962.384644 + Penalty 3032.476807 = -1195929.907837
  nChanged 185
		SP:Iteration 16Q (137798.450000 sec): 3 clusters
  Score: Raw -1199052.739235 + Penalty 3032.476807 = -1196020.262428
  nChanged 164
		SP:Iteration 17Q (137798.680000 sec): 3 clusters
  Score: Raw -1199131.473769 + Penalty 3032.476807 = -1196098.996962
  nChanged 163
		SP:Iteration 18Q (137798.910000 sec): 3 clusters
  Score: Raw -1199211.721677 + Penalty 3032.476807 = -1196179.244870
  nChanged 155
		SP:Iteration 19Q (137799.100000 sec): 3 clusters
  Score: Raw -1199289.481751 + Penalty 3032.476807 = -1196257.004944
  nChanged 161
		SP:Iteration 20F (137799.310000 sec): 3 clusters
  Score: Raw -1199377.253846 + Penalty 3032.476807 = -1196344.777038
  nChanged 177
		SP:Iteration 21Q (137799.510000 sec): 3 clusters
  Score: Raw -1199478.355952 + Penalty 3032.476807 = -1196445.879144
  nChanged 160
		SP:Iteration 22Q (137799.760000 sec): 3 clusters
  Score: Raw -1199577.809833 + Penalty 3032.476807 = -1196545.333026
  nChanged 160
		SP:Iteration 23Q (137799.970000 sec): 3 clusters
  Score: Raw -1199661.460870 + Penalty 3032.476807 = -1196628.984063
  nChanged 144
		SP:Iteration 24Q (137800.150000 sec): 3 clusters
  Score: Raw -1199723.307848 + Penalty 3032.476807 = -1196690.831040
  nChanged 121
		SP:Iteration 25Q (137800.390000 sec): 3 clusters
  Score: Raw -1199766.608313 + Penalty 3032.476807 = -1196734.131506
  nChanged 97
		SP:Iteration 26Q (137800.590000 sec): 3 clusters
  Score: Raw -1199799.743230 + Penalty 3032.476807 = -1196767.266423
  nChanged 81
		SP:Iteration 27Q (137800.800000 sec): 3 clusters
  Score: Raw -1199824.522883 + Penalty 3032.476807 = -1196792.046075
  nChanged 57
		SP:Iteration 28Q (137801.030000 sec): 3 clusters
  Score: Raw -1199838.704974 + Penalty 3032.476807 = -1196806.228167
  nChanged 50
		SP:Iteration 29Q (137801.260000 sec): 3 clusters
  Score: Raw -1199852.113829 + Penalty 3032.476807 = -1196819.637022
  nChanged 37
		SP:Iteration 30Q (137801.440000 sec): 3 clusters
  Score: Raw -1199861.292952 + Penalty 3032.476807 = -1196828.816145
  nChanged 30
		SP:Iteration 31Q (137801.690000 sec): 3 clusters
  Score: Raw -1199867.143518 + Penalty 3032.476807 = -1196834.666711
  nChanged 24
		SP:Iteration 32Q (137801.920000 sec): 3 clusters
  Score: Raw -1199870.848130 + Penalty 3032.476807 = -1196838.371323
  nChanged 24
		SP:Iteration 33Q (137802.150000 sec): 3 clusters
  Score: Raw -1199875.320843 + Penalty 3032.476807 = -1196842.844036
  nChanged 26
		SP:Iteration 34Q (137802.350000 sec): 3 clusters
  Score: Raw -1199879.839028 + Penalty 3032.476807 = -1196847.362220
  nChanged 14
		SP:Iteration 35Q (137802.570000 sec): 3 clusters
  Score: Raw -1199881.889079 + Penalty 3032.476807 = -1196849.412272
  nChanged 10
		SP:Iteration 36Q (137802.810000 sec): 3 clusters
  Score: Raw -1199883.055778 + Penalty 3032.476807 = -1196850.578971
  nChanged 5
		SP:Iteration 37Q (137802.990000 sec): 3 clusters
  Score: Raw -1199883.810978 + Penalty 3032.476807 = -1196851.334171
  nChanged 10
		SP:Iteration 38Q (137803.200000 sec): 3 clusters
  Score: Raw -1199884.770950 + Penalty 3032.476807 = -1196852.294142
  nChanged 7
		SP:Iteration 39Q (137803.390000 sec): 3 clusters
  Score: Raw -1199885.513929 + Penalty 3032.476807 = -1196853.037121
  nChanged 4
		SP:Iteration 40F (137803.600000 sec): 3 clusters
  Score: Raw -1199886.578366 + Penalty 3032.476807 = -1196854.101558
  nChanged 5
		SP:Iteration 41Q (137803.890000 sec): 3 clusters
  Score: Raw -1199887.079061 + Penalty 3032.476807 = -1196854.602254
  nChanged 1
		SP:Iteration 42Q (137804.080000 sec): 3 clusters
  Score: Raw -1199887.157273 + Penalty 3032.476807 = -1196854.680466
  nChanged 0
		SP:Iteration 43F (137804.310000 sec): 3 clusters
  Score: Raw -1199887.157273 + Penalty 3032.476807 = -1196854.680466
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137804.450000 sec): 2 clusters
  Score: Raw -488504.579512 + Penalty 1364.301785 = -487140.277727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137804.620000 sec): 3 clusters
  Score: Raw -486300.855276 + Penalty 2728.603570 = -483572.251706
  nChanged 1747
		SP:Iteration 1F (137804.800000 sec): 3 clusters
  Score: Raw -487222.883063 + Penalty 2728.603570 = -484494.279492
  nChanged 270
		SP:Iteration 2F (137805.010000 sec): 3 clusters
  Score: Raw -487364.175430 + Penalty 2728.603570 = -484635.571859
  nChanged 195
		SP:Iteration 3Q (137805.190000 sec): 3 clusters
  Score: Raw -487467.365327 + Penalty 2728.603570 = -484738.761756
  nChanged 185
		SP:Iteration 4Q (137805.400000 sec): 3 clusters
  Score: Raw -487557.286788 + Penalty 2728.603570 = -484828.683217
  nChanged 138
		SP:Iteration 5Q (137805.590000 sec): 3 clusters
  Score: Raw -487612.575928 + Penalty 2728.603570 = -484883.972357
  nChanged 114
		SP:Iteration 6Q (137805.810000 sec): 3 clusters
  Score: Raw -487660.492283 + Penalty 2728.603570 = -484931.888712
  nChanged 110
		SP:Iteration 7Q (137806.050000 sec): 3 clusters
  Score: Raw -487710.586029 + Penalty 2728.603570 = -484981.982459
  nChanged 116
		SP:Iteration 8Q (137806.210000 sec): 3 clusters
  Score: Raw -487759.805410 + Penalty 2728.603570 = -485031.201839
  nChanged 115
		SP:Iteration 9Q (137806.430000 sec): 3 clusters
  Score: Raw -487816.117755 + Penalty 2728.603570 = -485087.514184
  nChanged 126
		SP:Iteration 10Q (137806.630000 sec): 3 clusters
  Score: Raw -487874.334025 + Penalty 2728.603570 = -485145.730454
  nChanged 97
		SP:Iteration 11Q (137806.850000 sec): 3 clusters
  Score: Raw -487924.621205 + Penalty 2728.603570 = -485196.017635
  nChanged 120
		SP:Iteration 12Q (137807.050000 sec): 3 clusters
  Score: Raw -487984.302614 + Penalty 2728.603570 = -485255.699044
  nChanged 96
		SP:Iteration 13Q (137807.220000 sec): 3 clusters
  Score: Raw -488030.339363 + Penalty 2728.603570 = -485301.735792
  nChanged 95
		SP:Iteration 14Q (137807.450000 sec): 3 clusters
  Score: Raw -488076.889127 + Penalty 2728.603570 = -485348.285556
  nChanged 95
		SP:Iteration 15Q (137807.640000 sec): 3 clusters
  Score: Raw -488122.946702 + Penalty 2728.603570 = -485394.343131
  nChanged 92
		SP:Iteration 16Q (137807.830000 sec): 3 clusters
  Score: Raw -488172.833006 + Penalty 2728.603570 = -485444.229436
  nChanged 99
		SP:Iteration 17Q (137808.070000 sec): 3 clusters
  Score: Raw -488225.929037 + Penalty 2728.603570 = -485497.325467
  nChanged 100
		SP:Iteration 18Q (137808.240000 sec): 3 clusters
  Score: Raw -488283.376818 + Penalty 2728.603570 = -485554.773248
  nChanged 89
		SP:Iteration 19Q (137808.480000 sec): 3 clusters
  Score: Raw -488331.751955 + Penalty 2728.603570 = -485603.148385
  nChanged 79
		SP:Iteration 20F (137808.640000 sec): 3 clusters
  Score: Raw -488384.190570 + Penalty 2728.603570 = -485655.586999
  nChanged 66
		SP:Iteration 21Q (137808.870000 sec): 3 clusters
  Score: Raw -488423.735231 + Penalty 2728.603570 = -485695.131661
  nChanged 45
		SP:Iteration 22Q (137809.030000 sec): 3 clusters
  Score: Raw -488450.447677 + Penalty 2728.603570 = -485721.844107
  nChanged 47
		SP:Iteration 23Q (137809.210000 sec): 3 clusters
  Score: Raw -488484.406795 + Penalty 2728.603570 = -485755.803224
  nChanged 34
		SP:Iteration 24Q (137809.400000 sec): 3 clusters
  Score: Raw -488505.157901 + Penalty 2728.603570 = -485776.554330
  nChanged 27
		SP:Iteration 25Q (137809.550000 sec): 3 clusters
  Score: Raw -488526.850297 + Penalty 2728.603570 = -485798.246727
  nChanged 31
		SP:Iteration 26Q (137809.750000 sec): 3 clusters
  Score: Raw -488547.712600 + Penalty 2728.603570 = -485819.109029
  nChanged 31
		SP:Iteration 27Q (137809.940000 sec): 3 clusters
  Score: Raw -488565.712770 + Penalty 2728.603570 = -485837.109199
  nChanged 20
		SP:Iteration 28Q (137810.150000 sec): 3 clusters
  Score: Raw -488576.345978 + Penalty 2728.603570 = -485847.742408
  nChanged 11
		SP:Iteration 29Q (137810.360000 sec): 3 clusters
  Score: Raw -488583.887311 + Penalty 2728.603570 = -485855.283740
  nChanged 11
		SP:Iteration 30Q (137810.540000 sec): 3 clusters
  Score: Raw -488589.880904 + Penalty 2728.603570 = -485861.277334
  nChanged 13
		SP:Iteration 31Q (137810.720000 sec): 3 clusters
  Score: Raw -488598.554891 + Penalty 2728.603570 = -485869.951321
  nChanged 10
		SP:Iteration 32Q (137810.890000 sec): 3 clusters
  Score: Raw -488605.214704 + Penalty 2728.603570 = -485876.611133
  nChanged 15
		SP:Iteration 33Q (137811.100000 sec): 3 clusters
  Score: Raw -488615.217492 + Penalty 2728.603570 = -485886.613921
  nChanged 9
		SP:Iteration 34Q (137811.290000 sec): 3 clusters
  Score: Raw -488622.070221 + Penalty 2728.603570 = -485893.466651
  nChanged 8
		SP:Iteration 35Q (137811.470000 sec): 3 clusters
  Score: Raw -488627.397330 + Penalty 2728.603570 = -485898.793759
  nChanged 8
		SP:Iteration 36Q (137811.660000 sec): 3 clusters
  Score: Raw -488632.686021 + Penalty 2728.603570 = -485904.082450
  nChanged 10
		SP:Iteration 37Q (137811.830000 sec): 3 clusters
  Score: Raw -488639.782704 + Penalty 2728.603570 = -485911.179133
  nChanged 10
		SP:Iteration 38Q (137812.000000 sec): 3 clusters
  Score: Raw -488645.639848 + Penalty 2728.603570 = -485917.036277
  nChanged 4
		SP:Iteration 39Q (137812.210000 sec): 3 clusters
  Score: Raw -488647.937637 + Penalty 2728.603570 = -485919.334067
  nChanged 4
		SP:Iteration 40F (137812.350000 sec): 3 clusters
  Score: Raw -488651.919295 + Penalty 2728.603570 = -485923.315724
  nChanged 6
		SP:Iteration 41Q (137812.530000 sec): 3 clusters
  Score: Raw -488657.263126 + Penalty 2728.603570 = -485928.659556
  nChanged 7
		SP:Iteration 42Q (137812.710000 sec): 3 clusters
  Score: Raw -488662.014062 + Penalty 2728.603570 = -485933.410491
  nChanged 10
		SP:Iteration 43Q (137812.870000 sec): 3 clusters
  Score: Raw -488671.487259 + Penalty 2728.603570 = -485942.883688
  nChanged 12
		SP:Iteration 44Q (137813.020000 sec): 3 clusters
  Score: Raw -488683.173003 + Penalty 2728.603570 = -485954.569432
  nChanged 9
		SP:Iteration 45Q (137813.210000 sec): 3 clusters
  Score: Raw -488689.611627 + Penalty 2728.603570 = -485961.008057
  nChanged 6
		SP:Iteration 46Q (137813.370000 sec): 3 clusters
  Score: Raw -488692.876902 + Penalty 2728.603570 = -485964.273331
  nChanged 1
		SP:Iteration 47Q (137813.580000 sec): 3 clusters
  Score: Raw -488693.534758 + Penalty 2728.603570 = -485964.931187
  nChanged 1
		SP:Iteration 48Q (137813.750000 sec): 3 clusters
  Score: Raw -488695.272179 + Penalty 2728.603570 = -485966.668608
  nChanged 2
		SP:Iteration 49Q (137813.940000 sec): 3 clusters
  Score: Raw -488696.468664 + Penalty 2728.603570 = -485967.865094
  nChanged 1
		SP:Iteration 50Q (137814.090000 sec): 3 clusters
  Score: Raw -488696.604777 + Penalty 2728.603570 = -485968.001207
  nChanged 0
		SP:Iteration 51F (137814.260000 sec): 3 clusters
  Score: Raw -488696.604777 + Penalty 2728.603570 = -485968.001207
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137814.400000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137814.550000 sec): 3 clusters
  Score: Raw -428573.849187 + Penalty 2689.248883 = -425884.600305
  nChanged 1508
		SP:Iteration 1F (137814.710000 sec): 3 clusters
  Score: Raw -429344.901142 + Penalty 2689.248883 = -426655.652259
  nChanged 274
		SP:Iteration 2F (137814.880000 sec): 3 clusters
  Score: Raw -429502.016738 + Penalty 2689.248883 = -426812.767855
  nChanged 204
		SP:Iteration 3F (137815.060000 sec): 3 clusters
  Score: Raw -429614.523727 + Penalty 2689.248883 = -426925.274844
  nChanged 172
		SP:Iteration 4Q (137815.220000 sec): 3 clusters
  Score: Raw -429717.892644 + Penalty 2689.248883 = -427028.643761
  nChanged 164
		SP:Iteration 5Q (137815.450000 sec): 3 clusters
  Score: Raw -429818.787486 + Penalty 2689.248883 = -427129.538603
  nChanged 128
		SP:Iteration 6Q (137815.640000 sec): 3 clusters
  Score: Raw -429885.407662 + Penalty 2689.248883 = -427196.158780
  nChanged 114
		SP:Iteration 7Q (137815.820000 sec): 3 clusters
  Score: Raw -429955.942961 + Penalty 2689.248883 = -427266.694078
  nChanged 110
		SP:Iteration 8Q (137816.050000 sec): 3 clusters
  Score: Raw -430023.224934 + Penalty 2689.248883 = -427333.976051
  nChanged 101
		SP:Iteration 9Q (137816.270000 sec): 3 clusters
  Score: Raw -430090.909346 + Penalty 2689.248883 = -427401.660463
  nChanged 102
		SP:Iteration 10Q (137816.440000 sec): 3 clusters
  Score: Raw -430163.374892 + Penalty 2689.248883 = -427474.126009
  nChanged 87
		SP:Iteration 11Q (137816.630000 sec): 3 clusters
  Score: Raw -430231.504690 + Penalty 2689.248883 = -427542.255807
  nChanged 81
		SP:Iteration 12Q (137816.820000 sec): 3 clusters
  Score: Raw -430295.489418 + Penalty 2689.248883 = -427606.240535
  nChanged 67
		SP:Iteration 13Q (137817.010000 sec): 3 clusters
  Score: Raw -430342.958652 + Penalty 2689.248883 = -427653.709769
  nChanged 60
		SP:Iteration 14Q (137817.200000 sec): 3 clusters
  Score: Raw -430388.103004 + Penalty 2689.248883 = -427698.854121
  nChanged 42
		SP:Iteration 15Q (137817.430000 sec): 3 clusters
  Score: Raw -430421.111694 + Penalty 2689.248883 = -427731.862812
  nChanged 35
		SP:Iteration 16Q (137817.600000 sec): 3 clusters
  Score: Raw -430449.927342 + Penalty 2689.248883 = -427760.678459
  nChanged 30
		SP:Iteration 17Q (137817.800000 sec): 3 clusters
  Score: Raw -430472.151181 + Penalty 2689.248883 = -427782.902299
  nChanged 27
		SP:Iteration 18Q (137817.970000 sec): 3 clusters
  Score: Raw -430496.204229 + Penalty 2689.248883 = -427806.955347
  nChanged 27
		SP:Iteration 19Q (137818.200000 sec): 3 clusters
  Score: Raw -430515.254916 + Penalty 2689.248883 = -427826.006033
  nChanged 18
		SP:Iteration 20F (137818.380000 sec): 3 clusters
  Score: Raw -430531.739310 + Penalty 2689.248883 = -427842.490428
  nChanged 15
		SP:Iteration 21Q (137818.600000 sec): 3 clusters
  Score: Raw -430543.853108 + Penalty 2689.248883 = -427854.604225
  nChanged 15
		SP:Iteration 22Q (137818.770000 sec): 3 clusters
  Score: Raw -430556.961166 + Penalty 2689.248883 = -427867.712284
  nChanged 13
		SP:Iteration 23Q (137818.950000 sec): 3 clusters
  Score: Raw -430568.708321 + Penalty 2689.248883 = -427879.459439
  nChanged 9
		SP:Iteration 24Q (137819.140000 sec): 3 clusters
  Score: Raw -430576.977636 + Penalty 2689.248883 = -427887.728754
  nChanged 10
		SP:Iteration 25Q (137819.360000 sec): 3 clusters
  Score: Raw -430587.153584 + Penalty 2689.248883 = -427897.904701
  nChanged 8
		SP:Iteration 26Q (137819.540000 sec): 3 clusters
  Score: Raw -430594.031679 + Penalty 2689.248883 = -427904.782796
  nChanged 11
		SP:Iteration 27Q (137819.760000 sec): 3 clusters
  Score: Raw -430602.770236 + Penalty 2689.248883 = -427913.521353
  nChanged 6
		SP:Iteration 28Q (137819.960000 sec): 3 clusters
  Score: Raw -430608.137860 + Penalty 2689.248883 = -427918.888977
  nChanged 7
		SP:Iteration 29Q (137820.130000 sec): 3 clusters
  Score: Raw -430612.880478 + Penalty 2689.248883 = -427923.631595
  nChanged 3
		SP:Iteration 30Q (137820.350000 sec): 3 clusters
  Score: Raw -430615.838271 + Penalty 2689.248883 = -427926.589388
  nChanged 6
		SP:Iteration 31Q (137820.550000 sec): 3 clusters
  Score: Raw -430624.022197 + Penalty 2689.248883 = -427934.773315
  nChanged 7
		SP:Iteration 32Q (137820.760000 sec): 3 clusters
  Score: Raw -430629.994446 + Penalty 2689.248883 = -427940.745563
  nChanged 7
		SP:Iteration 33Q (137820.910000 sec): 3 clusters
  Score: Raw -430635.515685 + Penalty 2689.248883 = -427946.266802
  nChanged 3
		SP:Iteration 34Q (137821.140000 sec): 3 clusters
  Score: Raw -430637.756136 + Penalty 2689.248883 = -427948.507254
  nChanged 4
		SP:Iteration 35Q (137821.370000 sec): 3 clusters
  Score: Raw -430641.344502 + Penalty 2689.248883 = -427952.095619
  nChanged 4
		SP:Iteration 36Q (137821.550000 sec): 3 clusters
  Score: Raw -430646.210012 + Penalty 2689.248883 = -427956.961130
  nChanged 5
		SP:Iteration 37Q (137821.780000 sec): 3 clusters
  Score: Raw -430650.658780 + Penalty 2689.248883 = -427961.409897
  nChanged 4
		SP:Iteration 38Q (137821.990000 sec): 3 clusters
  Score: Raw -430656.469842 + Penalty 2689.248883 = -427967.220959
  nChanged 5
		SP:Iteration 39Q (137822.210000 sec): 3 clusters
  Score: Raw -430665.260033 + Penalty 2689.248883 = -427976.011150
  nChanged 6
		SP:Iteration 40F (137822.390000 sec): 3 clusters
  Score: Raw -430672.364284 + Penalty 2689.248883 = -427983.115401
  nChanged 5
		SP:Iteration 41Q (137822.560000 sec): 3 clusters
  Score: Raw -430680.070517 + Penalty 2689.248883 = -427990.821635
  nChanged 3
		SP:Iteration 42Q (137822.770000 sec): 3 clusters
  Score: Raw -430683.439321 + Penalty 2689.248883 = -427994.190438
  nChanged 2
		SP:Iteration 43Q (137822.970000 sec): 3 clusters
  Score: Raw -430685.782075 + Penalty 2689.248883 = -427996.533192
  nChanged 2
		SP:Iteration 44Q (137823.130000 sec): 3 clusters
  Score: Raw -430689.288763 + Penalty 2689.248883 = -428000.039880
  nChanged 2
		SP:Iteration 45Q (137823.300000 sec): 3 clusters
  Score: Raw -430690.916687 + Penalty 2689.248883 = -428001.667805
  nChanged 2
		SP:Iteration 46Q (137823.490000 sec): 3 clusters
  Score: Raw -430692.035554 + Penalty 2689.248883 = -428002.786671
  nChanged 1
		SP:Iteration 47Q (137823.660000 sec): 3 clusters
  Score: Raw -430692.624234 + Penalty 2689.248883 = -428003.375352
  nChanged 2
		SP:Iteration 48Q (137823.850000 sec): 3 clusters
  Score: Raw -430694.396831 + Penalty 2689.248883 = -428005.147948
  nChanged 2
		SP:Iteration 49Q (137824.030000 sec): 3 clusters
  Score: Raw -430695.769087 + Penalty 2689.248883 = -428006.520205
  nChanged 1
		SP:Iteration 50Q (137824.250000 sec): 3 clusters
  Score: Raw -430698.246690 + Penalty 2689.248883 = -428008.997807
  nChanged 2
		SP:Iteration 51Q (137824.410000 sec): 3 clusters
  Score: Raw -430701.215163 + Penalty 2689.248883 = -428011.966280
  nChanged 4
		SP:Iteration 52Q (137824.610000 sec): 3 clusters
  Score: Raw -430705.418335 + Penalty 2689.248883 = -428016.169452
  nChanged 2
		SP:Iteration 53Q (137824.800000 sec): 3 clusters
  Score: Raw -430708.255693 + Penalty 2689.248883 = -428019.006810
  nChanged 1
		SP:Iteration 54Q (137824.990000 sec): 3 clusters
  Score: Raw -430709.628761 + Penalty 2689.248883 = -428020.379879
  nChanged 1
		SP:Iteration 55Q (137825.200000 sec): 3 clusters
  Score: Raw -430711.241456 + Penalty 2689.248883 = -428021.992573
  nChanged 0
		SP:Iteration 56F (137825.390000 sec): 3 clusters
  Score: Raw -430711.241456 + Penalty 2689.248883 = -428021.992573
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137825.710000 sec): 2 clusters
  Score: Raw -3915417.674125 + Penalty 1716.395104 = -3913701.279020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137826.070000 sec): 3 clusters
  Score: Raw -3891258.603674 + Penalty 3432.790209 = -3887825.813465
  nChanged 17968
		SP:Iteration 1F (137826.420000 sec): 3 clusters
  Score: Raw -3901834.770703 + Penalty 3432.790209 = -3898401.980494
  nChanged 2052
		SP:Iteration 2F (137826.780000 sec): 3 clusters
  Score: Raw -3902814.411005 + Penalty 3432.790209 = -3899381.620796
  nChanged 2247
		SP:Iteration 3F (137827.190000 sec): 3 clusters
  Score: Raw -3904194.623232 + Penalty 3432.790209 = -3900761.833024
  nChanged 2546
		SP:Iteration 4F (137827.570000 sec): 3 clusters
  Score: Raw -3906002.009169 + Penalty 3432.790209 = -3902569.218960
  nChanged 2804
		SP:Iteration 5F (137827.930000 sec): 3 clusters
  Score: Raw -3907976.790831 + Penalty 3432.790209 = -3904544.000622
  nChanged 2692
		SP:Iteration 6F (137828.300000 sec): 3 clusters
  Score: Raw -3909782.584777 + Penalty 3432.790209 = -3906349.794568
  nChanged 2239
		SP:Iteration 7F (137828.710000 sec): 3 clusters
  Score: Raw -3911000.741032 + Penalty 3432.790209 = -3907567.950823
  nChanged 1697
		SP:Iteration 8Q (137829.070000 sec): 3 clusters
  Score: Raw -3911679.198543 + Penalty 3432.790209 = -3908246.408334
  nChanged 1157
		SP:Iteration 9Q (137829.410000 sec): 3 clusters
  Score: Raw -3912031.940402 + Penalty 3432.790209 = -3908599.150193
  nChanged 795
		SP:Iteration 10Q (137829.750000 sec): 3 clusters
  Score: Raw -3912231.379575 + Penalty 3432.790209 = -3908798.589366
  nChanged 561
		SP:Iteration 11Q (137830.080000 sec): 3 clusters
  Score: Raw -3912342.662149 + Penalty 3432.790209 = -3908909.871940
  nChanged 466
		SP:Iteration 12Q (137830.500000 sec): 3 clusters
  Score: Raw -3912430.939670 + Penalty 3432.790209 = -3908998.149461
  nChanged 385
		SP:Iteration 13Q (137830.910000 sec): 3 clusters
  Score: Raw -3912504.619405 + Penalty 3432.790209 = -3909071.829197
  nChanged 399
		SP:Iteration 14Q (137831.250000 sec): 3 clusters
  Score: Raw -3912587.001823 + Penalty 3432.790209 = -3909154.211614
  nChanged 408
		SP:Iteration 15Q (137831.590000 sec): 3 clusters
  Score: Raw -3912659.797713 + Penalty 3432.790209 = -3909227.007504
  nChanged 389
		SP:Iteration 16Q (137831.920000 sec): 3 clusters
  Score: Raw -3912732.278029 + Penalty 3432.790209 = -3909299.487820
  nChanged 426
		SP:Iteration 17Q (137832.270000 sec): 3 clusters
  Score: Raw -3912815.365602 + Penalty 3432.790209 = -3909382.575393
  nChanged 457
		SP:Iteration 18Q (137832.600000 sec): 3 clusters
  Score: Raw -3912901.634812 + Penalty 3432.790209 = -3909468.844603
  nChanged 470
		SP:Iteration 19Q (137832.960000 sec): 3 clusters
  Score: Raw -3912991.294884 + Penalty 3432.790209 = -3909558.504675
  nChanged 492
		SP:Iteration 20F (137833.310000 sec): 3 clusters
  Score: Raw -3913092.581744 + Penalty 3432.790209 = -3909659.791535
  nChanged 549
		SP:Iteration 21Q (137833.710000 sec): 3 clusters
  Score: Raw -3913211.816217 + Penalty 3432.790209 = -3909779.026008
  nChanged 556
		SP:Iteration 22Q (137834.060000 sec): 3 clusters
  Score: Raw -3913335.778803 + Penalty 3432.790209 = -3909902.988594
  nChanged 571
		SP:Iteration 23Q (137834.420000 sec): 3 clusters
  Score: Raw -3913478.133970 + Penalty 3432.790209 = -3910045.343761
  nChanged 589
		SP:Iteration 24Q (137834.790000 sec): 3 clusters
  Score: Raw -3913620.409372 + Penalty 3432.790209 = -3910187.619163
  nChanged 570
		SP:Iteration 25Q (137835.100000 sec): 3 clusters
  Score: Raw -3913758.425355 + Penalty 3432.790209 = -3910325.635146
  nChanged 598
		SP:Iteration 26Q (137835.470000 sec): 3 clusters
  Score: Raw -3913916.334477 + Penalty 3432.790209 = -3910483.544268
  nChanged 655
		SP:Iteration 27Q (137835.770000 sec): 3 clusters
  Score: Raw -3914096.738456 + Penalty 3432.790209 = -3910663.948247
  nChanged 601
		SP:Iteration 28Q (137836.120000 sec): 3 clusters
  Score: Raw -3914262.425131 + Penalty 3432.790209 = -3910829.634922
  nChanged 601
		SP:Iteration 29Q (137836.430000 sec): 3 clusters
  Score: Raw -3914430.402353 + Penalty 3432.790209 = -3910997.612145
  nChanged 583
		SP:Iteration 30Q (137836.770000 sec): 3 clusters
  Score: Raw -3914596.910263 + Penalty 3432.790209 = -3911164.120054
  nChanged 528
		SP:Iteration 31Q (137837.060000 sec): 3 clusters
  Score: Raw -3914742.602618 + Penalty 3432.790209 = -3911309.812409
  nChanged 472
		SP:Iteration 32Q (137837.420000 sec): 3 clusters
  Score: Raw -3914865.548032 + Penalty 3432.790209 = -3911432.757823
  nChanged 440
		SP:Iteration 33Q (137837.800000 sec): 3 clusters
  Score: Raw -3914989.531842 + Penalty 3432.790209 = -3911556.741634
  nChanged 398
		SP:Iteration 34Q (137838.070000 sec): 3 clusters
  Score: Raw -3915100.534211 + Penalty 3432.790209 = -3911667.744002
  nChanged 370
		SP:Iteration 35Q (137838.430000 sec): 3 clusters
  Score: Raw -3915205.155180 + Penalty 3432.790209 = -3911772.364971
  nChanged 352
		SP:Iteration 36Q (137838.760000 sec): 3 clusters
  Score: Raw -3915304.675578 + Penalty 3432.790209 = -3911871.885369
  nChanged 292
		SP:Iteration 37Q (137839.080000 sec): 3 clusters
  Score: Raw -3915382.077478 + Penalty 3432.790209 = -3911949.287270
  nChanged 254
		SP:Iteration 38Q (137839.450000 sec): 3 clusters
  Score: Raw -3915444.689415 + Penalty 3432.790209 = -3912011.899206
  nChanged 226
		SP:Iteration 39Q (137839.770000 sec): 3 clusters
  Score: Raw -3915500.044785 + Penalty 3432.790209 = -3912067.254576
  nChanged 198
		SP:Iteration 40F (137840.150000 sec): 3 clusters
  Score: Raw -3915546.641582 + Penalty 3432.790209 = -3912113.851373
  nChanged 175
		SP:Iteration 41Q (137840.500000 sec): 3 clusters
  Score: Raw -3915583.212706 + Penalty 3432.790209 = -3912150.422497
  nChanged 143
		SP:Iteration 42Q (137840.820000 sec): 3 clusters
  Score: Raw -3915616.028427 + Penalty 3432.790209 = -3912183.238218
  nChanged 145
		SP:Iteration 43Q (137841.200000 sec): 3 clusters
  Score: Raw -3915649.614951 + Penalty 3432.790209 = -3912216.824742
  nChanged 121
		SP:Iteration 44Q (137841.510000 sec): 3 clusters
  Score: Raw -3915677.719956 + Penalty 3432.790209 = -3912244.929747
  nChanged 110
		SP:Iteration 45Q (137841.880000 sec): 3 clusters
  Score: Raw -3915703.079527 + Penalty 3432.790209 = -3912270.289318
  nChanged 90
		SP:Iteration 46Q (137842.210000 sec): 3 clusters
  Score: Raw -3915721.726962 + Penalty 3432.790209 = -3912288.936753
  nChanged 76
		SP:Iteration 47Q (137842.550000 sec): 3 clusters
  Score: Raw -3915739.805943 + Penalty 3432.790209 = -3912307.015734
  nChanged 75
		SP:Iteration 48Q (137842.910000 sec): 3 clusters
  Score: Raw -3915755.516011 + Penalty 3432.790209 = -3912322.725803
  nChanged 69
		SP:Iteration 49Q (137843.250000 sec): 3 clusters
  Score: Raw -3915771.987498 + Penalty 3432.790209 = -3912339.197289
  nChanged 76
		SP:Iteration 50Q (137843.630000 sec): 3 clusters
  Score: Raw -3915789.542523 + Penalty 3432.790209 = -3912356.752315
  nChanged 51
		SP:Iteration 51Q (137843.940000 sec): 3 clusters
  Score: Raw -3915801.605778 + Penalty 3432.790209 = -3912368.815569
  nChanged 59
		SP:Iteration 52Q (137844.280000 sec): 3 clusters
  Score: Raw -3915813.536978 + Penalty 3432.790209 = -3912380.746769
  nChanged 42
		SP:Iteration 53Q (137844.630000 sec): 3 clusters
  Score: Raw -3915820.887782 + Penalty 3432.790209 = -3912388.097573
  nChanged 36
		SP:Iteration 54Q (137844.980000 sec): 3 clusters
  Score: Raw -3915828.279836 + Penalty 3432.790209 = -3912395.489627
  nChanged 42
		SP:Iteration 55Q (137845.320000 sec): 3 clusters
  Score: Raw -3915836.323554 + Penalty 3432.790209 = -3912403.533346
  nChanged 34
		SP:Iteration 56Q (137845.660000 sec): 3 clusters
  Score: Raw -3915843.014481 + Penalty 3432.790209 = -3912410.224273
  nChanged 30
		SP:Iteration 57Q (137846.020000 sec): 3 clusters
  Score: Raw -3915848.798936 + Penalty 3432.790209 = -3912416.008727
  nChanged 26
		SP:Iteration 58Q (137846.360000 sec): 3 clusters
  Score: Raw -3915853.649632 + Penalty 3432.790209 = -3912420.859423
  nChanged 26
		SP:Iteration 59Q (137846.660000 sec): 3 clusters
  Score: Raw -3915858.573322 + Penalty 3432.790209 = -3912425.783113
  nChanged 19
		SP:Iteration 60F (137847.020000 sec): 3 clusters
  Score: Raw -3915861.157798 + Penalty 3432.790209 = -3912428.367589
  nChanged 11
		SP:Iteration 61Q (137847.370000 sec): 3 clusters
  Score: Raw -3915862.957602 + Penalty 3432.790209 = -3912430.167393
  nChanged 9
		SP:Iteration 62Q (137847.740000 sec): 3 clusters
  Score: Raw -3915864.715184 + Penalty 3432.790209 = -3912431.924975
  nChanged 10
		SP:Iteration 63Q (137848.110000 sec): 3 clusters
  Score: Raw -3915866.044789 + Penalty 3432.790209 = -3912433.254580
  nChanged 9
		SP:Iteration 64Q (137848.450000 sec): 3 clusters
  Score: Raw -3915867.253591 + Penalty 3432.790209 = -3912434.463382
  nChanged 7
		SP:Iteration 65Q (137848.780000 sec): 3 clusters
  Score: Raw -3915868.179842 + Penalty 3432.790209 = -3912435.389633
  nChanged 3
		SP:Iteration 66Q (137849.110000 sec): 3 clusters
  Score: Raw -3915868.475832 + Penalty 3432.790209 = -3912435.685624
  nChanged 4
		SP:Iteration 67Q (137849.440000 sec): 3 clusters
  Score: Raw -3915868.911495 + Penalty 3432.790209 = -3912436.121286
  nChanged 1
		SP:Iteration 68Q (137849.830000 sec): 3 clusters
  Score: Raw -3915869.007321 + Penalty 3432.790209 = -3912436.217112
  nChanged 1
		SP:Iteration 69Q (137850.140000 sec): 3 clusters
  Score: Raw -3915869.068488 + Penalty 3432.790209 = -3912436.278279
  nChanged 0
		SP:Iteration 70F (137850.520000 sec): 3 clusters
  Score: Raw -3915869.068488 + Penalty 3432.790209 = -3912436.278279
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137850.670000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137850.860000 sec): 3 clusters
  Score: Raw -18345.683692 + Penalty 1746.965482 = -16598.718210
  nChanged 50
		SP:Iteration 1F (137851.070000 sec): 3 clusters
  Score: Raw -18480.823890 + Penalty 1746.965482 = -16733.858407
  nChanged 12
		SP:Iteration 2F (137851.220000 sec): 3 clusters
  Score: Raw -18571.635346 + Penalty 1746.965482 = -16824.669863
  nChanged 4
		SP:Iteration 3Q (137851.460000 sec): 3 clusters
  Score: Raw -18581.868652 + Penalty 1746.965482 = -16834.903169
  nChanged 1
		SP:Iteration 4Q (137851.590000 sec): 3 clusters
  Score: Raw -18583.931418 + Penalty 1746.965482 = -16836.965936
  nChanged 0
		SP:Iteration 5F (137851.820000 sec): 3 clusters
  Score: Raw -18583.931418 + Penalty 1746.965482 = -16836.965936
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137851.930000 sec): 2 clusters
  Score: Raw -867589.173393 + Penalty 1466.870955 = -866122.302437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137852.180000 sec): 3 clusters
  Score: Raw -863001.332130 + Penalty 2933.741911 = -860067.590219
  nChanged 3531
		SP:Iteration 1F (137852.380000 sec): 3 clusters
  Score: Raw -864951.894706 + Penalty 2933.741911 = -862018.152795
  nChanged 628
		SP:Iteration 2F (137852.580000 sec): 3 clusters
  Score: Raw -865277.632674 + Penalty 2933.741911 = -862343.890763
  nChanged 489
		SP:Iteration 3F (137852.850000 sec): 3 clusters
  Score: Raw -865531.777002 + Penalty 2933.741911 = -862598.035091
  nChanged 424
		SP:Iteration 4F (137853.060000 sec): 3 clusters
  Score: Raw -865733.073636 + Penalty 2933.741911 = -862799.331725
  nChanged 361
		SP:Iteration 5Q (137853.260000 sec): 3 clusters
  Score: Raw -865889.557891 + Penalty 2933.741911 = -862955.815980
  nChanged 296
		SP:Iteration 6Q (137853.460000 sec): 3 clusters
  Score: Raw -866013.523225 + Penalty 2933.741911 = -863079.781314
  nChanged 266
		SP:Iteration 7Q (137853.680000 sec): 3 clusters
  Score: Raw -866119.945381 + Penalty 2933.741911 = -863186.203470
  nChanged 251
		SP:Iteration 8Q (137853.920000 sec): 3 clusters
  Score: Raw -866220.840340 + Penalty 2933.741911 = -863287.098429
  nChanged 208
		SP:Iteration 9Q (137854.100000 sec): 3 clusters
  Score: Raw -866297.070290 + Penalty 2933.741911 = -863363.328379
  nChanged 182
		SP:Iteration 10Q (137854.340000 sec): 3 clusters
  Score: Raw -866351.575505 + Penalty 2933.741911 = -863417.833594
  nChanged 153
		SP:Iteration 11Q (137854.580000 sec): 3 clusters
  Score: Raw -866398.905394 + Penalty 2933.741911 = -863465.163483
  nChanged 132
		SP:Iteration 12Q (137854.800000 sec): 3 clusters
  Score: Raw -866442.610163 + Penalty 2933.741911 = -863508.868252
  nChanged 144
		SP:Iteration 13Q (137855.010000 sec): 3 clusters
  Score: Raw -866493.661943 + Penalty 2933.741911 = -863559.920032
  nChanged 161
		SP:Iteration 14Q (137855.210000 sec): 3 clusters
  Score: Raw -866555.836626 + Penalty 2933.741911 = -863622.094715
  nChanged 175
		SP:Iteration 15Q (137855.420000 sec): 3 clusters
  Score: Raw -866629.673596 + Penalty 2933.741911 = -863695.931685
  nChanged 182
		SP:Iteration 16Q (137855.600000 sec): 3 clusters
  Score: Raw -866708.089392 + Penalty 2933.741911 = -863774.347481
  nChanged 187
		SP:Iteration 17Q (137855.810000 sec): 3 clusters
  Score: Raw -866783.164155 + Penalty 2933.741911 = -863849.422244
  nChanged 169
		SP:Iteration 18Q (137856.010000 sec): 3 clusters
  Score: Raw -866852.888350 + Penalty 2933.741911 = -863919.146439
  nChanged 180
		SP:Iteration 19Q (137856.240000 sec): 3 clusters
  Score: Raw -866917.190549 + Penalty 2933.741911 = -863983.448638
  nChanged 151
		SP:Iteration 20F (137856.410000 sec): 3 clusters
  Score: Raw -866971.451649 + Penalty 2933.741911 = -864037.709738
  nChanged 163
		SP:Iteration 21Q (137856.620000 sec): 3 clusters
  Score: Raw -867030.723980 + Penalty 2933.741911 = -864096.982069
  nChanged 138
		SP:Iteration 22Q (137856.830000 sec): 3 clusters
  Score: Raw -867084.310848 + Penalty 2933.741911 = -864150.568937
  nChanged 142
		SP:Iteration 23Q (137857.030000 sec): 3 clusters
  Score: Raw -867138.964065 + Penalty 2933.741911 = -864205.222154
  nChanged 128
		SP:Iteration 24Q (137857.200000 sec): 3 clusters
  Score: Raw -867184.925212 + Penalty 2933.741911 = -864251.183301
  nChanged 120
		SP:Iteration 25Q (137857.430000 sec): 3 clusters
  Score: Raw -867226.642234 + Penalty 2933.741911 = -864292.900323
  nChanged 116
		SP:Iteration 26Q (137857.650000 sec): 3 clusters
  Score: Raw -867274.405239 + Penalty 2933.741911 = -864340.663328
  nChanged 130
		SP:Iteration 27Q (137857.820000 sec): 3 clusters
  Score: Raw -867324.950669 + Penalty 2933.741911 = -864391.208758
  nChanged 125
		SP:Iteration 28Q (137858.030000 sec): 3 clusters
  Score: Raw -867376.873584 + Penalty 2933.741911 = -864443.131673
  nChanged 120
		SP:Iteration 29Q (137858.230000 sec): 3 clusters
  Score: Raw -867431.042559 + Penalty 2933.741911 = -864497.300648
  nChanged 114
		SP:Iteration 30Q (137858.450000 sec): 3 clusters
  Score: Raw -867486.453251 + Penalty 2933.741911 = -864552.711340
  nChanged 115
		SP:Iteration 31Q (137858.660000 sec): 3 clusters
  Score: Raw -867537.972136 + Penalty 2933.741911 = -864604.230225
  nChanged 96
		SP:Iteration 32Q (137858.850000 sec): 3 clusters
  Score: Raw -867578.123457 + Penalty 2933.741911 = -864644.381546
  nChanged 92
		SP:Iteration 33Q (137859.060000 sec): 3 clusters
  Score: Raw -867616.226839 + Penalty 2933.741911 = -864682.484928
  nChanged 79
		SP:Iteration 34Q (137859.240000 sec): 3 clusters
  Score: Raw -867647.081850 + Penalty 2933.741911 = -864713.339939
  nChanged 65
		SP:Iteration 35Q (137859.480000 sec): 3 clusters
  Score: Raw -867673.067201 + Penalty 2933.741911 = -864739.325290
  nChanged 58
		SP:Iteration 36Q (137859.680000 sec): 3 clusters
  Score: Raw -867695.348957 + Penalty 2933.741911 = -864761.607046
  nChanged 49
		SP:Iteration 37Q (137859.880000 sec): 3 clusters
  Score: Raw -867713.340389 + Penalty 2933.741911 = -864779.598478
  nChanged 46
		SP:Iteration 38Q (137860.070000 sec): 3 clusters
  Score: Raw -867733.656184 + Penalty 2933.741911 = -864799.914273
  nChanged 43
		SP:Iteration 39Q (137860.310000 sec): 3 clusters
  Score: Raw -867752.893875 + Penalty 2933.741911 = -864819.151964
  nChanged 37
		SP:Iteration 40F (137860.500000 sec): 3 clusters
  Score: Raw -867767.204996 + Penalty 2933.741911 = -864833.463085
  nChanged 34
		SP:Iteration 41Q (137860.700000 sec): 3 clusters
  Score: Raw -867780.393326 + Penalty 2933.741911 = -864846.651415
  nChanged 26
		SP:Iteration 42Q (137860.890000 sec): 3 clusters
  Score: Raw -867789.268139 + Penalty 2933.741911 = -864855.526228
  nChanged 21
		SP:Iteration 43Q (137861.110000 sec): 3 clusters
  Score: Raw -867797.145354 + Penalty 2933.741911 = -864863.403443
  nChanged 16
		SP:Iteration 44Q (137861.290000 sec): 3 clusters
  Score: Raw -867802.935599 + Penalty 2933.741911 = -864869.193688
  nChanged 16
		SP:Iteration 45Q (137861.480000 sec): 3 clusters
  Score: Raw -867811.575342 + Penalty 2933.741911 = -864877.833431
  nChanged 15
		SP:Iteration 46Q (137861.680000 sec): 3 clusters
  Score: Raw -867818.788128 + Penalty 2933.741911 = -864885.046217
  nChanged 13
		SP:Iteration 47Q (137861.870000 sec): 3 clusters
  Score: Raw -867824.059533 + Penalty 2933.741911 = -864890.317622
  nChanged 12
		SP:Iteration 48Q (137862.060000 sec): 3 clusters
  Score: Raw -867827.727574 + Penalty 2933.741911 = -864893.985663
  nChanged 10
		SP:Iteration 49Q (137862.290000 sec): 3 clusters
  Score: Raw -867831.116826 + Penalty 2933.741911 = -864897.374915
  nChanged 10
		SP:Iteration 50Q (137862.530000 sec): 3 clusters
  Score: Raw -867834.033151 + Penalty 2933.741911 = -864900.291240
  nChanged 8
		SP:Iteration 51Q (137862.730000 sec): 3 clusters
  Score: Raw -867837.624950 + Penalty 2933.741911 = -864903.883039
  nChanged 9
		SP:Iteration 52Q (137862.900000 sec): 3 clusters
  Score: Raw -867840.759246 + Penalty 2933.741911 = -864907.017335
  nChanged 6
		SP:Iteration 53Q (137863.150000 sec): 3 clusters
  Score: Raw -867842.299669 + Penalty 2933.741911 = -864908.557758
  nChanged 8
		SP:Iteration 54Q (137863.370000 sec): 3 clusters
  Score: Raw -867845.821128 + Penalty 2933.741911 = -864912.079217
  nChanged 6
		SP:Iteration 55Q (137863.580000 sec): 3 clusters
  Score: Raw -867848.027133 + Penalty 2933.741911 = -864914.285222
  nChanged 9
		SP:Iteration 56Q (137863.810000 sec): 3 clusters
  Score: Raw -867850.987944 + Penalty 2933.741911 = -864917.246034
  nChanged 6
		SP:Iteration 57Q (137864.020000 sec): 3 clusters
  Score: Raw -867853.672461 + Penalty 2933.741911 = -864919.930550
  nChanged 8
		SP:Iteration 58Q (137864.230000 sec): 3 clusters
  Score: Raw -867856.857601 + Penalty 2933.741911 = -864923.115690
  nChanged 7
		SP:Iteration 59Q (137864.480000 sec): 3 clusters
  Score: Raw -867859.397276 + Penalty 2933.741911 = -864925.655365
  nChanged 8
		SP:Iteration 60F (137864.650000 sec): 3 clusters
  Score: Raw -867862.797313 + Penalty 2933.741911 = -864929.055402
  nChanged 9
		SP:Iteration 61Q (137864.870000 sec): 3 clusters
  Score: Raw -867866.969571 + Penalty 2933.741911 = -864933.227660
  nChanged 4
		SP:Iteration 62Q (137865.110000 sec): 3 clusters
  Score: Raw -867869.154861 + Penalty 2933.741911 = -864935.412950
  nChanged 6
		SP:Iteration 63Q (137865.290000 sec): 3 clusters
  Score: Raw -867872.154318 + Penalty 2933.741911 = -864938.412407
  nChanged 6
		SP:Iteration 64Q (137865.490000 sec): 3 clusters
  Score: Raw -867874.198168 + Penalty 2933.741911 = -864940.456257
  nChanged 8
		SP:Iteration 65Q (137865.710000 sec): 3 clusters
  Score: Raw -867877.607822 + Penalty 2933.741911 = -864943.865911
  nChanged 6
		SP:Iteration 66Q (137865.930000 sec): 3 clusters
  Score: Raw -867879.866871 + Penalty 2933.741911 = -864946.124960
  nChanged 5
		SP:Iteration 67Q (137866.140000 sec): 3 clusters
  Score: Raw -867882.607693 + Penalty 2933.741911 = -864948.865782
  nChanged 8
		SP:Iteration 68Q (137866.360000 sec): 3 clusters
  Score: Raw -867886.073740 + Penalty 2933.741911 = -864952.331829
  nChanged 5
		SP:Iteration 69Q (137866.600000 sec): 3 clusters
  Score: Raw -867888.261016 + Penalty 2933.741911 = -864954.519105
  nChanged 5
		SP:Iteration 70Q (137866.820000 sec): 3 clusters
  Score: Raw -867890.320802 + Penalty 2933.741911 = -864956.578891
  nChanged 6
		SP:Iteration 71Q (137867.050000 sec): 3 clusters
  Score: Raw -867893.299986 + Penalty 2933.741911 = -864959.558075
  nChanged 6
		SP:Iteration 72Q (137867.290000 sec): 3 clusters
  Score: Raw -867895.483456 + Penalty 2933.741911 = -864961.741545
  nChanged 5
		SP:Iteration 73Q (137867.490000 sec): 3 clusters
  Score: Raw -867897.294694 + Penalty 2933.741911 = -864963.552783
  nChanged 5
		SP:Iteration 74Q (137867.740000 sec): 3 clusters
  Score: Raw -867899.463349 + Penalty 2933.741911 = -864965.721438
  nChanged 4
		SP:Iteration 75Q (137867.920000 sec): 3 clusters
  Score: Raw -867900.692828 + Penalty 2933.741911 = -864966.950917
  nChanged 1
		SP:Iteration 76Q (137868.130000 sec): 3 clusters
  Score: Raw -867900.903835 + Penalty 2933.741911 = -864967.161924
  nChanged 0
		SP:Iteration 77F (137868.370000 sec): 3 clusters
  Score: Raw -867900.903835 + Penalty 2933.741911 = -864967.161924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137868.770000 sec): 2 clusters
  Score: Raw -7723372.024545 + Penalty 1824.530486 = -7721547.494059
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137869.380000 sec): 3 clusters
  Score: Raw -7674996.727910 + Penalty 3649.060972 = -7671347.666938
  nChanged 35668
		SP:Iteration 1F (137869.880000 sec): 3 clusters
  Score: Raw -7695188.226533 + Penalty 3649.060972 = -7691539.165561
  nChanged 2466
		SP:Iteration 2Q (137870.420000 sec): 3 clusters
  Score: Raw -7695826.176310 + Penalty 3649.060972 = -7692177.115338
  nChanged 2591
		SP:Iteration 3Q (137870.960000 sec): 3 clusters
  Score: Raw -7696657.013358 + Penalty 3649.060972 = -7693007.952386
  nChanged 2869
		SP:Iteration 4Q (137871.490000 sec): 3 clusters
  Score: Raw -7697667.803883 + Penalty 3649.060972 = -7694018.742911
  nChanged 3093
		SP:Iteration 5Q (137872.020000 sec): 3 clusters
  Score: Raw -7698776.970158 + Penalty 3649.060972 = -7695127.909186
  nChanged 3243
		SP:Iteration 6Q (137872.560000 sec): 3 clusters
  Score: Raw -7699958.259552 + Penalty 3649.060972 = -7696309.198580
  nChanged 3452
		SP:Iteration 7Q (137873.120000 sec): 3 clusters
  Score: Raw -7701333.319326 + Penalty 3649.060972 = -7697684.258354
  nChanged 3741
		SP:Iteration 8Q (137873.670000 sec): 3 clusters
  Score: Raw -7703200.103686 + Penalty 3649.060972 = -7699551.042714
  nChanged 4232
		SP:Iteration 9F (137874.270000 sec): 3 clusters
  Score: Raw -7705792.178980 + Penalty 3649.060972 = -7702143.118008
  nChanged 4463
		SP:Iteration 10F (137874.810000 sec): 3 clusters
  Score: Raw -7709068.098685 + Penalty 3649.060972 = -7705419.037713
  nChanged 4461
		SP:Iteration 11F (137875.370000 sec): 3 clusters
  Score: Raw -7712635.618539 + Penalty 3649.060972 = -7708986.557567
  nChanged 3833
		SP:Iteration 12F (137875.950000 sec): 3 clusters
  Score: Raw -7715917.283826 + Penalty 3649.060972 = -7712268.222854
  nChanged 3061
		SP:Iteration 13Q (137876.500000 sec): 3 clusters
  Score: Raw -7718632.894148 + Penalty 3649.060972 = -7714983.833176
  nChanged 2277
		SP:Iteration 14Q (137877.010000 sec): 3 clusters
  Score: Raw -7720558.146270 + Penalty 3649.060972 = -7716909.085298
  nChanged 1713
		SP:Iteration 15Q (137877.510000 sec): 3 clusters
  Score: Raw -7721884.732029 + Penalty 3649.060972 = -7718235.671057
  nChanged 1242
		SP:Iteration 16Q (137877.960000 sec): 3 clusters
  Score: Raw -7722769.026518 + Penalty 3649.060972 = -7719119.965546
  nChanged 945
		SP:Iteration 17Q (137878.410000 sec): 3 clusters
  Score: Raw -7723407.090868 + Penalty 3649.060972 = -7719758.029896
  nChanged 695
		SP:Iteration 18Q (137878.810000 sec): 3 clusters
  Score: Raw -7723861.735848 + Penalty 3649.060972 = -7720212.674876
  nChanged 514
		SP:Iteration 19Q (137879.260000 sec): 3 clusters
  Score: Raw -7724159.234226 + Penalty 3649.060972 = -7720510.173254
  nChanged 362
		SP:Iteration 20F (137879.750000 sec): 3 clusters
  Score: Raw -7724333.420723 + Penalty 3649.060972 = -7720684.359751
  nChanged 271
		SP:Iteration 21Q (137880.230000 sec): 3 clusters
  Score: Raw -7724449.436323 + Penalty 3649.060972 = -7720800.375351
  nChanged 178
		SP:Iteration 22Q (137880.710000 sec): 3 clusters
  Score: Raw -7724514.451634 + Penalty 3649.060972 = -7720865.390662
  nChanged 122
		SP:Iteration 23Q (137881.170000 sec): 3 clusters
  Score: Raw -7724552.426526 + Penalty 3649.060972 = -7720903.365554
  nChanged 103
		SP:Iteration 24Q (137881.660000 sec): 3 clusters
  Score: Raw -7724583.499782 + Penalty 3649.060972 = -7720934.438810
  nChanged 93
		SP:Iteration 25Q (137882.110000 sec): 3 clusters
  Score: Raw -7724611.154149 + Penalty 3649.060972 = -7720962.093177
  nChanged 67
		SP:Iteration 26Q (137882.600000 sec): 3 clusters
  Score: Raw -7724628.397590 + Penalty 3649.060972 = -7720979.336618
  nChanged 44
		SP:Iteration 27Q (137883.050000 sec): 3 clusters
  Score: Raw -7724636.233148 + Penalty 3649.060972 = -7720987.172176
  nChanged 33
		SP:Iteration 28Q (137883.540000 sec): 3 clusters
  Score: Raw -7724642.649433 + Penalty 3649.060972 = -7720993.588461
  nChanged 21
		SP:Iteration 29Q (137883.970000 sec): 3 clusters
  Score: Raw -7724646.698481 + Penalty 3649.060972 = -7720997.637509
  nChanged 22
		SP:Iteration 30Q (137884.510000 sec): 3 clusters
  Score: Raw -7724650.652882 + Penalty 3649.060972 = -7721001.591910
  nChanged 16
		SP:Iteration 31Q (137884.970000 sec): 3 clusters
  Score: Raw -7724653.584412 + Penalty 3649.060972 = -7721004.523440
  nChanged 10
		SP:Iteration 32Q (137885.430000 sec): 3 clusters
  Score: Raw -7724654.561237 + Penalty 3649.060972 = -7721005.500265
  nChanged 5
		SP:Iteration 33Q (137885.900000 sec): 3 clusters
  Score: Raw -7724655.314535 + Penalty 3649.060972 = -7721006.253563
  nChanged 2
		SP:Iteration 34Q (137886.310000 sec): 3 clusters
  Score: Raw -7724655.644244 + Penalty 3649.060972 = -7721006.583272
  nChanged 4
		SP:Iteration 35Q (137886.770000 sec): 3 clusters
  Score: Raw -7724655.953272 + Penalty 3649.060972 = -7721006.892300
  nChanged 2
		SP:Iteration 36Q (137887.240000 sec): 3 clusters
  Score: Raw -7724656.374343 + Penalty 3649.060972 = -7721007.313371
  nChanged 1
		SP:Iteration 37Q (137887.690000 sec): 3 clusters
  Score: Raw -7724656.438506 + Penalty 3649.060972 = -7721007.377534
  nChanged 0
		SP:Iteration 38F (137888.170000 sec): 3 clusters
  Score: Raw -7724656.438506 + Penalty 3649.060972 = -7721007.377534
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137888.310000 sec): 2 clusters
  Score: Raw -1545855.865366 + Penalty 1561.830049 = -1544294.035317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137888.600000 sec): 3 clusters
  Score: Raw -1537192.374374 + Penalty 3123.660098 = -1534068.714276
  nChanged 6530
		SP:Iteration 1F (137888.850000 sec): 3 clusters
  Score: Raw -1540947.740400 + Penalty 3123.660098 = -1537824.080302
  nChanged 831
		SP:Iteration 2F (137889.090000 sec): 3 clusters
  Score: Raw -1541338.350880 + Penalty 3123.660098 = -1538214.690782
  nChanged 767
		SP:Iteration 3F (137889.330000 sec): 3 clusters
  Score: Raw -1541722.971047 + Penalty 3123.660098 = -1538599.310949
  nChanged 795
		SP:Iteration 4F (137889.610000 sec): 3 clusters
  Score: Raw -1542149.588244 + Penalty 3123.660098 = -1539025.928146
  nChanged 771
		SP:Iteration 5F (137889.850000 sec): 3 clusters
  Score: Raw -1542581.986635 + Penalty 3123.660098 = -1539458.326537
  nChanged 759
		SP:Iteration 6F (137890.150000 sec): 3 clusters
  Score: Raw -1542999.247256 + Penalty 3123.660098 = -1539875.587158
  nChanged 679
		SP:Iteration 7Q (137890.390000 sec): 3 clusters
  Score: Raw -1543354.320021 + Penalty 3123.660098 = -1540230.659923
  nChanged 622
		SP:Iteration 8Q (137890.670000 sec): 3 clusters
  Score: Raw -1543644.623522 + Penalty 3123.660098 = -1540520.963424
  nChanged 525
		SP:Iteration 9Q (137890.970000 sec): 3 clusters
  Score: Raw -1543886.394581 + Penalty 3123.660098 = -1540762.734483
  nChanged 454
		SP:Iteration 10Q (137891.250000 sec): 3 clusters
  Score: Raw -1544088.501299 + Penalty 3123.660098 = -1540964.841201
  nChanged 394
		SP:Iteration 11Q (137891.500000 sec): 3 clusters
  Score: Raw -1544250.578653 + Penalty 3123.660098 = -1541126.918555
  nChanged 349
		SP:Iteration 12Q (137891.740000 sec): 3 clusters
  Score: Raw -1544387.408233 + Penalty 3123.660098 = -1541263.748135
  nChanged 321
		SP:Iteration 13Q (137891.990000 sec): 3 clusters
  Score: Raw -1544505.779458 + Penalty 3123.660098 = -1541382.119360
  nChanged 295
		SP:Iteration 14Q (137892.240000 sec): 3 clusters
  Score: Raw -1544612.680296 + Penalty 3123.660098 = -1541489.020198
  nChanged 291
		SP:Iteration 15Q (137892.430000 sec): 3 clusters
  Score: Raw -1544717.426116 + Penalty 3123.660098 = -1541593.766018
  nChanged 270
		SP:Iteration 16Q (137892.700000 sec): 3 clusters
  Score: Raw -1544820.248315 + Penalty 3123.660098 = -1541696.588217
  nChanged 278
		SP:Iteration 17Q (137892.950000 sec): 3 clusters
  Score: Raw -1544937.872909 + Penalty 3123.660098 = -1541814.212811
  nChanged 290
		SP:Iteration 18Q (137893.230000 sec): 3 clusters
  Score: Raw -1545072.902251 + Penalty 3123.660098 = -1541949.242153
  nChanged 262
		SP:Iteration 19Q (137893.470000 sec): 3 clusters
  Score: Raw -1545201.459624 + Penalty 3123.660098 = -1542077.799526
  nChanged 277
		SP:Iteration 20F (137893.690000 sec): 3 clusters
  Score: Raw -1545332.155305 + Penalty 3123.660098 = -1542208.495207
  nChanged 265
		SP:Iteration 21Q (137893.950000 sec): 3 clusters
  Score: Raw -1545458.052400 + Penalty 3123.660098 = -1542334.392302
  nChanged 219
		SP:Iteration 22Q (137894.210000 sec): 3 clusters
  Score: Raw -1545555.909632 + Penalty 3123.660098 = -1542432.249534
  nChanged 175
		SP:Iteration 23Q (137894.530000 sec): 3 clusters
  Score: Raw -1545638.099672 + Penalty 3123.660098 = -1542514.439574
  nChanged 150
		SP:Iteration 24Q (137894.750000 sec): 3 clusters
  Score: Raw -1545701.297042 + Penalty 3123.660098 = -1542577.636944
  nChanged 122
		SP:Iteration 25Q (137895.000000 sec): 3 clusters
  Score: Raw -1545755.419456 + Penalty 3123.660098 = -1542631.759358
  nChanged 120
		SP:Iteration 26Q (137895.250000 sec): 3 clusters
  Score: Raw -1545819.671085 + Penalty 3123.660098 = -1542696.010987
  nChanged 121
		SP:Iteration 27Q (137895.510000 sec): 3 clusters
  Score: Raw -1545878.162258 + Penalty 3123.660098 = -1542754.502160
  nChanged 98
		SP:Iteration 28Q (137895.790000 sec): 3 clusters
  Score: Raw -1545926.430314 + Penalty 3123.660098 = -1542802.770216
  nChanged 100
		SP:Iteration 29Q (137896.000000 sec): 3 clusters
  Score: Raw -1545970.950310 + Penalty 3123.660098 = -1542847.290212
  nChanged 72
		SP:Iteration 30Q (137896.310000 sec): 3 clusters
  Score: Raw -1545999.024969 + Penalty 3123.660098 = -1542875.364871
  nChanged 53
		SP:Iteration 31Q (137896.550000 sec): 3 clusters
  Score: Raw -1546021.548322 + Penalty 3123.660098 = -1542897.888224
  nChanged 43
		SP:Iteration 32Q (137896.770000 sec): 3 clusters
  Score: Raw -1546039.339938 + Penalty 3123.660098 = -1542915.679840
  nChanged 35
		SP:Iteration 33Q (137897.070000 sec): 3 clusters
  Score: Raw -1546051.345321 + Penalty 3123.660098 = -1542927.685223
  nChanged 26
		SP:Iteration 34Q (137897.280000 sec): 3 clusters
  Score: Raw -1546059.976867 + Penalty 3123.660098 = -1542936.316769
  nChanged 26
		SP:Iteration 35Q (137897.520000 sec): 3 clusters
  Score: Raw -1546071.867945 + Penalty 3123.660098 = -1542948.207847
  nChanged 30
		SP:Iteration 36Q (137897.750000 sec): 3 clusters
  Score: Raw -1546082.101771 + Penalty 3123.660098 = -1542958.441673
  nChanged 20
		SP:Iteration 37Q (137897.980000 sec): 3 clusters
  Score: Raw -1546089.020432 + Penalty 3123.660098 = -1542965.360334
  nChanged 18
		SP:Iteration 38Q (137898.220000 sec): 3 clusters
  Score: Raw -1546096.554968 + Penalty 3123.660098 = -1542972.894870
  nChanged 22
		SP:Iteration 39Q (137898.440000 sec): 3 clusters
  Score: Raw -1546104.991766 + Penalty 3123.660098 = -1542981.331668
  nChanged 16
		SP:Iteration 40F (137898.680000 sec): 3 clusters
  Score: Raw -1546111.663138 + Penalty 3123.660098 = -1542988.003040
  nChanged 17
		SP:Iteration 41Q (137898.930000 sec): 3 clusters
  Score: Raw -1546117.595989 + Penalty 3123.660098 = -1542993.935891
  nChanged 12
		SP:Iteration 42Q (137899.160000 sec): 3 clusters
  Score: Raw -1546121.731588 + Penalty 3123.660098 = -1542998.071489
  nChanged 8
		SP:Iteration 43Q (137899.340000 sec): 3 clusters
  Score: Raw -1546124.287835 + Penalty 3123.660098 = -1543000.627737
  nChanged 7
		SP:Iteration 44Q (137899.560000 sec): 3 clusters
  Score: Raw -1546127.514162 + Penalty 3123.660098 = -1543003.854064
  nChanged 10
		SP:Iteration 45Q (137899.810000 sec): 3 clusters
  Score: Raw -1546130.426803 + Penalty 3123.660098 = -1543006.766705
  nChanged 7
		SP:Iteration 46Q (137900.040000 sec): 3 clusters
  Score: Raw -1546132.785697 + Penalty 3123.660098 = -1543009.125599
  nChanged 14
		SP:Iteration 47Q (137900.310000 sec): 3 clusters
  Score: Raw -1546137.325533 + Penalty 3123.660098 = -1543013.665435
  nChanged 11
		SP:Iteration 48Q (137900.540000 sec): 3 clusters
  Score: Raw -1546141.892544 + Penalty 3123.660098 = -1543018.232446
  nChanged 14
		SP:Iteration 49Q (137900.770000 sec): 3 clusters
  Score: Raw -1546146.728520 + Penalty 3123.660098 = -1543023.068422
  nChanged 13
		SP:Iteration 50Q (137900.990000 sec): 3 clusters
  Score: Raw -1546152.220047 + Penalty 3123.660098 = -1543028.559949
  nChanged 11
		SP:Iteration 51Q (137901.290000 sec): 3 clusters
  Score: Raw -1546156.974178 + Penalty 3123.660098 = -1543033.314080
  nChanged 8
		SP:Iteration 52Q (137901.530000 sec): 3 clusters
  Score: Raw -1546161.454284 + Penalty 3123.660098 = -1543037.794186
  nChanged 7
		SP:Iteration 53Q (137901.780000 sec): 3 clusters
  Score: Raw -1546164.330828 + Penalty 3123.660098 = -1543040.670730
  nChanged 9
		SP:Iteration 54Q (137902.030000 sec): 3 clusters
  Score: Raw -1546168.248477 + Penalty 3123.660098 = -1543044.588379
  nChanged 11
		SP:Iteration 55Q (137902.260000 sec): 3 clusters
  Score: Raw -1546172.207304 + Penalty 3123.660098 = -1543048.547206
  nChanged 11
		SP:Iteration 56Q (137902.520000 sec): 3 clusters
  Score: Raw -1546175.520912 + Penalty 3123.660098 = -1543051.860814
  nChanged 7
		SP:Iteration 57Q (137902.720000 sec): 3 clusters
  Score: Raw -1546178.680863 + Penalty 3123.660098 = -1543055.020765
  nChanged 12
		SP:Iteration 58Q (137902.950000 sec): 3 clusters
  Score: Raw -1546183.573290 + Penalty 3123.660098 = -1543059.913192
  nChanged 12
		SP:Iteration 59Q (137903.170000 sec): 3 clusters
  Score: Raw -1546189.222322 + Penalty 3123.660098 = -1543065.562224
  nChanged 9
		SP:Iteration 60F (137903.420000 sec): 3 clusters
  Score: Raw -1546192.811484 + Penalty 3123.660098 = -1543069.151386
  nChanged 3
		SP:Iteration 61Q (137903.620000 sec): 3 clusters
  Score: Raw -1546193.965504 + Penalty 3123.660098 = -1543070.305406
  nChanged 6
		SP:Iteration 62Q (137903.880000 sec): 3 clusters
  Score: Raw -1546197.387728 + Penalty 3123.660098 = -1543073.727630
  nChanged 8
		SP:Iteration 63Q (137904.080000 sec): 3 clusters
  Score: Raw -1546200.149208 + Penalty 3123.660098 = -1543076.489110
  nChanged 3
		SP:Iteration 64Q (137904.290000 sec): 3 clusters
  Score: Raw -1546200.737105 + Penalty 3123.660098 = -1543077.077007
  nChanged 3
		SP:Iteration 65Q (137904.520000 sec): 3 clusters
  Score: Raw -1546201.626907 + Penalty 3123.660098 = -1543077.966809
  nChanged 2
		SP:Iteration 66Q (137904.780000 sec): 3 clusters
  Score: Raw -1546202.669228 + Penalty 3123.660098 = -1543079.009130
  nChanged 1
		SP:Iteration 67Q (137904.980000 sec): 3 clusters
  Score: Raw -1546203.003986 + Penalty 3123.660098 = -1543079.343888
  nChanged 1
		SP:Iteration 68Q (137905.240000 sec): 3 clusters
  Score: Raw -1546203.094834 + Penalty 3123.660098 = -1543079.434736
  nChanged 0
		SP:Iteration 69F (137905.460000 sec): 3 clusters
  Score: Raw -1546203.094834 + Penalty 3123.660098 = -1543079.434736
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (22403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137905.660000 sec): 2 clusters
  Score: Raw -2161361.888032 + Penalty 1627.754401 = -2159734.133632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137905.970000 sec): 3 clusters
  Score: Raw -2147818.657053 + Penalty 3255.508801 = -2144563.148252
  nChanged 10143
		SP:Iteration 1F (137906.230000 sec): 3 clusters
  Score: Raw -2153404.583393 + Penalty 3255.508801 = -2150149.074591
  nChanged 1362
		SP:Iteration 2F (137906.490000 sec): 3 clusters
  Score: Raw -2154028.027759 + Penalty 3255.508801 = -2150772.518958
  nChanged 1355
		SP:Iteration 3F (137906.800000 sec): 3 clusters
  Score: Raw -2154730.093406 + Penalty 3255.508801 = -2151474.584605
  nChanged 1319
		SP:Iteration 4F (137907.140000 sec): 3 clusters
  Score: Raw -2155450.398224 + Penalty 3255.508801 = -2152194.889423
  nChanged 1238
		SP:Iteration 5F (137907.410000 sec): 3 clusters
  Score: Raw -2156152.918783 + Penalty 3255.508801 = -2152897.409982
  nChanged 1233
		SP:Iteration 6F (137907.690000 sec): 3 clusters
  Score: Raw -2156847.599621 + Penalty 3255.508801 = -2153592.090820
  nChanged 1072
		SP:Iteration 7Q (137907.980000 sec): 3 clusters
  Score: Raw -2157460.306146 + Penalty 3255.508801 = -2154204.797345
  nChanged 1010
		SP:Iteration 8Q (137908.260000 sec): 3 clusters
  Score: Raw -2158028.139212 + Penalty 3255.508801 = -2154772.630411
  nChanged 888
		SP:Iteration 9Q (137908.550000 sec): 3 clusters
  Score: Raw -2158515.374010 + Penalty 3255.508801 = -2155259.865208
  nChanged 786
		SP:Iteration 10Q (137908.860000 sec): 3 clusters
  Score: Raw -2158925.742241 + Penalty 3255.508801 = -2155670.233440
  nChanged 645
		SP:Iteration 11Q (137909.090000 sec): 3 clusters
  Score: Raw -2159225.800726 + Penalty 3255.508801 = -2155970.291925
  nChanged 521
		SP:Iteration 12Q (137909.370000 sec): 3 clusters
  Score: Raw -2159437.138230 + Penalty 3255.508801 = -2156181.629429
  nChanged 439
		SP:Iteration 13Q (137909.690000 sec): 3 clusters
  Score: Raw -2159602.229281 + Penalty 3255.508801 = -2156346.720480
  nChanged 379
		SP:Iteration 14Q (137909.930000 sec): 3 clusters
  Score: Raw -2159738.290050 + Penalty 3255.508801 = -2156482.781249
  nChanged 348
		SP:Iteration 15Q (137910.250000 sec): 3 clusters
  Score: Raw -2159855.406331 + Penalty 3255.508801 = -2156599.897530
  nChanged 309
		SP:Iteration 16Q (137910.510000 sec): 3 clusters
  Score: Raw -2159949.967996 + Penalty 3255.508801 = -2156694.459195
  nChanged 271
		SP:Iteration 17Q (137910.810000 sec): 3 clusters
  Score: Raw -2160023.877851 + Penalty 3255.508801 = -2156768.369050
  nChanged 263
		SP:Iteration 18Q (137911.090000 sec): 3 clusters
  Score: Raw -2160099.662980 + Penalty 3255.508801 = -2156844.154179
  nChanged 249
		SP:Iteration 19Q (137911.370000 sec): 3 clusters
  Score: Raw -2160164.648674 + Penalty 3255.508801 = -2156909.139873
  nChanged 250
		SP:Iteration 20F (137911.700000 sec): 3 clusters
  Score: Raw -2160235.656265 + Penalty 3255.508801 = -2156980.147464
  nChanged 229
		SP:Iteration 21Q (137911.960000 sec): 3 clusters
  Score: Raw -2160299.381077 + Penalty 3255.508801 = -2157043.872276
  nChanged 233
		SP:Iteration 22Q (137912.290000 sec): 3 clusters
  Score: Raw -2160369.439469 + Penalty 3255.508801 = -2157113.930668
  nChanged 263
		SP:Iteration 23Q (137912.570000 sec): 3 clusters
  Score: Raw -2160453.845108 + Penalty 3255.508801 = -2157198.336307
  nChanged 267
		SP:Iteration 24Q (137912.830000 sec): 3 clusters
  Score: Raw -2160537.732690 + Penalty 3255.508801 = -2157282.223889
  nChanged 261
		SP:Iteration 25Q (137913.130000 sec): 3 clusters
  Score: Raw -2160617.413238 + Penalty 3255.508801 = -2157361.904437
  nChanged 269
		SP:Iteration 26Q (137913.430000 sec): 3 clusters
  Score: Raw -2160706.747223 + Penalty 3255.508801 = -2157451.238422
  nChanged 250
		SP:Iteration 27Q (137913.690000 sec): 3 clusters
  Score: Raw -2160790.820071 + Penalty 3255.508801 = -2157535.311270
  nChanged 246
		SP:Iteration 28Q (137913.950000 sec): 3 clusters
  Score: Raw -2160884.503463 + Penalty 3255.508801 = -2157628.994662
  nChanged 250
		SP:Iteration 29Q (137914.270000 sec): 3 clusters
  Score: Raw -2161000.905098 + Penalty 3255.508801 = -2157745.396296
  nChanged 269
		SP:Iteration 30Q (137914.530000 sec): 3 clusters
  Score: Raw -2161133.961506 + Penalty 3255.508801 = -2157878.452704
  nChanged 272
		SP:Iteration 31Q (137914.810000 sec): 3 clusters
  Score: Raw -2161281.235425 + Penalty 3255.508801 = -2158025.726624
  nChanged 271
		SP:Iteration 32Q (137915.100000 sec): 3 clusters
  Score: Raw -2161430.917621 + Penalty 3255.508801 = -2158175.408819
  nChanged 223
		SP:Iteration 33Q (137915.360000 sec): 3 clusters
  Score: Raw -2161550.474834 + Penalty 3255.508801 = -2158294.966033
  nChanged 198
		SP:Iteration 34Q (137915.590000 sec): 3 clusters
  Score: Raw -2161646.204120 + Penalty 3255.508801 = -2158390.695319
  nChanged 179
		SP:Iteration 35Q (137915.860000 sec): 3 clusters
  Score: Raw -2161723.165732 + Penalty 3255.508801 = -2158467.656930
  nChanged 154
		SP:Iteration 36Q (137916.150000 sec): 3 clusters
  Score: Raw -2161776.527474 + Penalty 3255.508801 = -2158521.018672
  nChanged 124
		SP:Iteration 37Q (137916.430000 sec): 3 clusters
  Score: Raw -2161817.462583 + Penalty 3255.508801 = -2158561.953782
  nChanged 108
		SP:Iteration 38Q (137916.670000 sec): 3 clusters
  Score: Raw -2161848.292706 + Penalty 3255.508801 = -2158592.783905
  nChanged 100
		SP:Iteration 39Q (137916.910000 sec): 3 clusters
  Score: Raw -2161880.801115 + Penalty 3255.508801 = -2158625.292313
  nChanged 90
		SP:Iteration 40F (137917.250000 sec): 3 clusters
  Score: Raw -2161906.173780 + Penalty 3255.508801 = -2158650.664979
  nChanged 91
		SP:Iteration 41Q (137917.520000 sec): 3 clusters
  Score: Raw -2161929.865425 + Penalty 3255.508801 = -2158674.356624
  nChanged 78
		SP:Iteration 42Q (137917.780000 sec): 3 clusters
  Score: Raw -2161951.636471 + Penalty 3255.508801 = -2158696.127669
  nChanged 76
		SP:Iteration 43Q (137918.100000 sec): 3 clusters
  Score: Raw -2161972.940002 + Penalty 3255.508801 = -2158717.431201
  nChanged 69
		SP:Iteration 44Q (137918.370000 sec): 3 clusters
  Score: Raw -2161989.670524 + Penalty 3255.508801 = -2158734.161723
  nChanged 50
		SP:Iteration 45Q (137918.690000 sec): 3 clusters
  Score: Raw -2162002.670322 + Penalty 3255.508801 = -2158747.161521
  nChanged 52
		SP:Iteration 46Q (137918.940000 sec): 3 clusters
  Score: Raw -2162015.137046 + Penalty 3255.508801 = -2158759.628245
  nChanged 41
		SP:Iteration 47Q (137919.250000 sec): 3 clusters
  Score: Raw -2162023.622130 + Penalty 3255.508801 = -2158768.113329
  nChanged 34
		SP:Iteration 48Q (137919.510000 sec): 3 clusters
  Score: Raw -2162030.683681 + Penalty 3255.508801 = -2158775.174880
  nChanged 39
		SP:Iteration 49Q (137919.800000 sec): 3 clusters
  Score: Raw -2162039.848480 + Penalty 3255.508801 = -2158784.339679
  nChanged 27
		SP:Iteration 50Q (137920.110000 sec): 3 clusters
  Score: Raw -2162046.790097 + Penalty 3255.508801 = -2158791.281296
  nChanged 23
		SP:Iteration 51Q (137920.380000 sec): 3 clusters
  Score: Raw -2162051.225315 + Penalty 3255.508801 = -2158795.716514
  nChanged 12
		SP:Iteration 52Q (137920.640000 sec): 3 clusters
  Score: Raw -2162053.145417 + Penalty 3255.508801 = -2158797.636616
  nChanged 11
		SP:Iteration 53Q (137920.900000 sec): 3 clusters
  Score: Raw -2162054.832507 + Penalty 3255.508801 = -2158799.323706
  nChanged 5
		SP:Iteration 54Q (137921.180000 sec): 3 clusters
  Score: Raw -2162055.572808 + Penalty 3255.508801 = -2158800.064007
  nChanged 4
		SP:Iteration 55Q (137921.360000 sec): 3 clusters
  Score: Raw -2162056.106360 + Penalty 3255.508801 = -2158800.597559
  nChanged 3
		SP:Iteration 56Q (137921.640000 sec): 3 clusters
  Score: Raw -2162056.380365 + Penalty 3255.508801 = -2158800.871564
  nChanged 3
		SP:Iteration 57Q (137921.870000 sec): 3 clusters
  Score: Raw -2162056.920797 + Penalty 3255.508801 = -2158801.411996
  nChanged 3
		SP:Iteration 58Q (137922.150000 sec): 3 clusters
  Score: Raw -2162057.289784 + Penalty 3255.508801 = -2158801.780983
  nChanged 3
		SP:Iteration 59Q (137922.390000 sec): 3 clusters
  Score: Raw -2162057.624342 + Penalty 3255.508801 = -2158802.115541
  nChanged 2
		SP:Iteration 60F (137922.650000 sec): 3 clusters
  Score: Raw -2162057.951922 + Penalty 3255.508801 = -2158802.443120
  nChanged 6
		SP:Iteration 61Q (137922.900000 sec): 3 clusters
  Score: Raw -2162058.772125 + Penalty 3255.508801 = -2158803.263324
  nChanged 5
		SP:Iteration 62Q (137923.170000 sec): 3 clusters
  Score: Raw -2162059.336125 + Penalty 3255.508801 = -2158803.827324
  nChanged 3
		SP:Iteration 63Q (137923.460000 sec): 3 clusters
  Score: Raw -2162060.574505 + Penalty 3255.508801 = -2158805.065704
  nChanged 7
		SP:Iteration 64Q (137923.710000 sec): 3 clusters
  Score: Raw -2162062.184661 + Penalty 3255.508801 = -2158806.675860
  nChanged 10
		SP:Iteration 65Q (137923.980000 sec): 3 clusters
  Score: Raw -2162063.825327 + Penalty 3255.508801 = -2158808.316526
  nChanged 8
		SP:Iteration 66Q (137924.250000 sec): 3 clusters
  Score: Raw -2162065.161861 + Penalty 3255.508801 = -2158809.653060
  nChanged 7
		SP:Iteration 67Q (137924.520000 sec): 3 clusters
  Score: Raw -2162066.105113 + Penalty 3255.508801 = -2158810.596312
  nChanged 6
		SP:Iteration 68Q (137924.820000 sec): 3 clusters
  Score: Raw -2162067.252339 + Penalty 3255.508801 = -2158811.743538
  nChanged 6
		SP:Iteration 69Q (137925.120000 sec): 3 clusters
  Score: Raw -2162068.722627 + Penalty 3255.508801 = -2158813.213825
  nChanged 12
		SP:Iteration 70Q (137925.390000 sec): 3 clusters
  Score: Raw -2162070.066792 + Penalty 3255.508801 = -2158814.557990
  nChanged 8
		SP:Iteration 71Q (137925.640000 sec): 3 clusters
  Score: Raw -2162071.217809 + Penalty 3255.508801 = -2158815.709008
  nChanged 7
		SP:Iteration 72Q (137925.920000 sec): 3 clusters
  Score: Raw -2162072.223618 + Penalty 3255.508801 = -2158816.714817
  nChanged 4
		SP:Iteration 73Q (137926.200000 sec): 3 clusters
  Score: Raw -2162072.680543 + Penalty 3255.508801 = -2158817.171742
  nChanged 1
		SP:Iteration 74Q (137926.470000 sec): 3 clusters
  Score: Raw -2162072.881024 + Penalty 3255.508801 = -2158817.372223
  nChanged 1
		SP:Iteration 75Q (137926.750000 sec): 3 clusters
  Score: Raw -2162073.055728 + Penalty 3255.508801 = -2158817.546927
  nChanged 1
		SP:Iteration 76Q (137927.000000 sec): 3 clusters
  Score: Raw -2162073.236012 + Penalty 3255.508801 = -2158817.727211
  nChanged 3
		SP:Iteration 77Q (137927.290000 sec): 3 clusters
  Score: Raw -2162073.774538 + Penalty 3255.508801 = -2158818.265737
  nChanged 4
		SP:Iteration 78Q (137927.520000 sec): 3 clusters
  Score: Raw -2162074.399708 + Penalty 3255.508801 = -2158818.890907
  nChanged 8
		SP:Iteration 79Q (137927.780000 sec): 3 clusters
  Score: Raw -2162075.961373 + Penalty 3255.508801 = -2158820.452571
  nChanged 7
		SP:Iteration 80F (137928.040000 sec): 3 clusters
  Score: Raw -2162076.987541 + Penalty 3255.508801 = -2158821.478740
  nChanged 4
		SP:Iteration 81Q (137928.350000 sec): 3 clusters
  Score: Raw -2162077.829470 + Penalty 3255.508801 = -2158822.320668
  nChanged 8
		SP:Iteration 82Q (137928.590000 sec): 3 clusters
  Score: Raw -2162079.109598 + Penalty 3255.508801 = -2158823.600796
  nChanged 3
		SP:Iteration 83Q (137928.820000 sec): 3 clusters
  Score: Raw -2162079.697452 + Penalty 3255.508801 = -2158824.188650
  nChanged 4
		SP:Iteration 84Q (137929.090000 sec): 3 clusters
  Score: Raw -2162080.220667 + Penalty 3255.508801 = -2158824.711866
  nChanged 1
		SP:Iteration 85Q (137929.340000 sec): 3 clusters
  Score: Raw -2162080.302155 + Penalty 3255.508801 = -2158824.793354
  nChanged 0
		SP:Iteration 86F (137929.620000 sec): 3 clusters
  Score: Raw -2162080.302155 + Penalty 3255.508801 = -2158824.793354
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137929.700000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137929.920000 sec): 3 clusters
  Score: Raw -49839.555274 + Penalty 2007.831837 = -47831.723437
  nChanged 102
		SP:Iteration 1F (137930.080000 sec): 3 clusters
  Score: Raw -49968.702272 + Penalty 2007.831837 = -47960.870435
  nChanged 20
		SP:Iteration 2Q (137930.260000 sec): 3 clusters
  Score: Raw -49999.737441 + Penalty 2007.831837 = -47991.905604
  nChanged 9
		SP:Iteration 3Q (137930.450000 sec): 3 clusters
  Score: Raw -50010.911401 + Penalty 2007.831837 = -48003.079564
  nChanged 1
		SP:Iteration 4Q (137930.620000 sec): 3 clusters
  Score: Raw -50011.972888 + Penalty 2007.831837 = -48004.141051
  nChanged 0
		SP:Iteration 5F (137930.830000 sec): 3 clusters
  Score: Raw -50011.972888 + Penalty 2007.831837 = -48004.141051
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (28448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137931.040000 sec): 2 clusters
  Score: Raw -3174069.598884 + Penalty 1666.572885 = -3172403.025999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137931.330000 sec): 3 clusters
  Score: Raw -3156695.822025 + Penalty 3333.145770 = -3153362.676255
  nChanged 12892
		SP:Iteration 1F (137931.590000 sec): 3 clusters
  Score: Raw -3163687.129876 + Penalty 3333.145770 = -3160353.984106
  nChanged 1064
		SP:Iteration 2Q (137931.910000 sec): 3 clusters
  Score: Raw -3163982.170863 + Penalty 3333.145770 = -3160649.025093
  nChanged 1058
		SP:Iteration 3Q (137932.230000 sec): 3 clusters
  Score: Raw -3164272.756578 + Penalty 3333.145770 = -3160939.610808
  nChanged 1031
		SP:Iteration 4Q (137932.530000 sec): 3 clusters
  Score: Raw -3164585.833257 + Penalty 3333.145770 = -3161252.687487
  nChanged 1069
		SP:Iteration 5Q (137932.860000 sec): 3 clusters
  Score: Raw -3164977.632577 + Penalty 3333.145770 = -3161644.486807
  nChanged 1276
		SP:Iteration 6Q (137933.160000 sec): 3 clusters
  Score: Raw -3165600.554181 + Penalty 3333.145770 = -3162267.408411
  nChanged 1674
		SP:Iteration 7F (137933.450000 sec): 3 clusters
  Score: Raw -3166673.873303 + Penalty 3333.145770 = -3163340.727533
  nChanged 1923
		SP:Iteration 8F (137933.730000 sec): 3 clusters
  Score: Raw -3168174.150969 + Penalty 3333.145770 = -3164841.005199
  nChanged 1995
		SP:Iteration 9F (137934.000000 sec): 3 clusters
  Score: Raw -3169975.334203 + Penalty 3333.145770 = -3166642.188434
  nChanged 1715
		SP:Iteration 10F (137934.290000 sec): 3 clusters
  Score: Raw -3171570.523344 + Penalty 3333.145770 = -3168237.377574
  nChanged 1134
		SP:Iteration 11Q (137934.550000 sec): 3 clusters
  Score: Raw -3172606.489138 + Penalty 3333.145770 = -3169273.343368
  nChanged 704
		SP:Iteration 12Q (137934.860000 sec): 3 clusters
  Score: Raw -3173220.950387 + Penalty 3333.145770 = -3169887.804617
  nChanged 445
		SP:Iteration 13Q (137935.170000 sec): 3 clusters
  Score: Raw -3173596.484087 + Penalty 3333.145770 = -3170263.338317
  nChanged 290
		SP:Iteration 14Q (137935.440000 sec): 3 clusters
  Score: Raw -3173850.702810 + Penalty 3333.145770 = -3170517.557040
  nChanged 182
		SP:Iteration 15Q (137935.710000 sec): 3 clusters
  Score: Raw -3174028.653065 + Penalty 3333.145770 = -3170695.507295
  nChanged 90
		SP:Iteration 16Q (137936.020000 sec): 3 clusters
  Score: Raw -3174114.931236 + Penalty 3333.145770 = -3170781.785466
  nChanged 51
		SP:Iteration 17Q (137936.320000 sec): 3 clusters
  Score: Raw -3174160.960325 + Penalty 3333.145770 = -3170827.814555
  nChanged 36
		SP:Iteration 18Q (137936.600000 sec): 3 clusters
  Score: Raw -3174195.499824 + Penalty 3333.145770 = -3170862.354054
  nChanged 19
		SP:Iteration 19Q (137936.940000 sec): 3 clusters
  Score: Raw -3174214.070609 + Penalty 3333.145770 = -3170880.924839
  nChanged 16
		SP:Iteration 20F (137937.240000 sec): 3 clusters
  Score: Raw -3174229.177182 + Penalty 3333.145770 = -3170896.031413
  nChanged 13
		SP:Iteration 21Q (137937.510000 sec): 3 clusters
  Score: Raw -3174246.852449 + Penalty 3333.145770 = -3170913.706679
  nChanged 19
		SP:Iteration 22Q (137937.780000 sec): 3 clusters
  Score: Raw -3174270.228051 + Penalty 3333.145770 = -3170937.082281
  nChanged 9
		SP:Iteration 23Q (137938.090000 sec): 3 clusters
  Score: Raw -3174282.267991 + Penalty 3333.145770 = -3170949.122221
  nChanged 10
		SP:Iteration 24Q (137938.390000 sec): 3 clusters
  Score: Raw -3174296.008789 + Penalty 3333.145770 = -3170962.863019
  nChanged 7
		SP:Iteration 25Q (137938.640000 sec): 3 clusters
  Score: Raw -3174304.108150 + Penalty 3333.145770 = -3170970.962380
  nChanged 3
		SP:Iteration 26Q (137938.920000 sec): 3 clusters
  Score: Raw -3174310.750446 + Penalty 3333.145770 = -3170977.604676
  nChanged 1
		SP:Iteration 27Q (137939.190000 sec): 3 clusters
  Score: Raw -3174311.751850 + Penalty 3333.145770 = -3170978.606080
  nChanged 1
		SP:Iteration 28Q (137939.440000 sec): 3 clusters
  Score: Raw -3174312.361732 + Penalty 3333.145770 = -3170979.215963
  nChanged 1
		SP:Iteration 29Q (137939.710000 sec): 3 clusters
  Score: Raw -3174312.733086 + Penalty 3333.145770 = -3170979.587316
  nChanged 1
		SP:Iteration 30Q (137940.030000 sec): 3 clusters
  Score: Raw -3174314.759426 + Penalty 3333.145770 = -3170981.613656
  nChanged 1
		SP:Iteration 31Q (137940.290000 sec): 3 clusters
  Score: Raw -3174315.814230 + Penalty 3333.145770 = -3170982.668460
  nChanged 2
		SP:Iteration 32Q (137940.600000 sec): 3 clusters
  Score: Raw -3174318.053076 + Penalty 3333.145770 = -3170984.907306
  nChanged 2
		SP:Iteration 33Q (137940.910000 sec): 3 clusters
  Score: Raw -3174320.373192 + Penalty 3333.145770 = -3170987.227422
  nChanged 1
		SP:Iteration 34Q (137941.200000 sec): 3 clusters
  Score: Raw -3174321.155883 + Penalty 3333.145770 = -3170988.010113
  nChanged 0
		SP:Iteration 35F (137941.510000 sec): 3 clusters
  Score: Raw -3174321.155883 + Penalty 3333.145770 = -3170988.010113
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137941.620000 sec): 2 clusters
  Score: Raw -613342.563751 + Penalty 1417.868550 = -611924.695200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137941.880000 sec): 3 clusters
  Score: Raw -610045.389680 + Penalty 2835.737101 = -607209.652580
  nChanged 2542
		SP:Iteration 1F (137942.080000 sec): 3 clusters
  Score: Raw -611398.986852 + Penalty 2835.737101 = -608563.249751
  nChanged 428
		SP:Iteration 2F (137942.280000 sec): 3 clusters
  Score: Raw -611623.841254 + Penalty 2835.737101 = -608788.104153
  nChanged 362
		SP:Iteration 3F (137942.500000 sec): 3 clusters
  Score: Raw -611855.986901 + Penalty 2835.737101 = -609020.249801
  nChanged 395
		SP:Iteration 4F (137942.680000 sec): 3 clusters
  Score: Raw -612162.898458 + Penalty 2835.737101 = -609327.161357
  nChanged 382
		SP:Iteration 5F (137942.870000 sec): 3 clusters
  Score: Raw -612499.909190 + Penalty 2835.737101 = -609664.172090
  nChanged 421
		SP:Iteration 6F (137943.100000 sec): 3 clusters
  Score: Raw -612907.571389 + Penalty 2835.737101 = -610071.834288
  nChanged 391
		SP:Iteration 7F (137943.300000 sec): 3 clusters
  Score: Raw -613336.236800 + Penalty 2835.737101 = -610500.499699
  nChanged 320
		SP:Iteration 8F (137943.540000 sec): 3 clusters
  Score: Raw -613686.572801 + Penalty 2835.737101 = -610850.835700
  nChanged 201
		SP:Iteration 9Q (137943.720000 sec): 3 clusters
  Score: Raw -613858.636615 + Penalty 2835.737101 = -611022.899514
  nChanged 111
		SP:Iteration 10Q (137943.970000 sec): 3 clusters
  Score: Raw -613932.825627 + Penalty 2835.737101 = -611097.088527
  nChanged 56
		SP:Iteration 11Q (137944.150000 sec): 3 clusters
  Score: Raw -613966.413742 + Penalty 2835.737101 = -611130.676641
  nChanged 35
		SP:Iteration 12Q (137944.380000 sec): 3 clusters
  Score: Raw -613986.635504 + Penalty 2835.737101 = -611150.898404
  nChanged 22
		SP:Iteration 13Q (137944.560000 sec): 3 clusters
  Score: Raw -613998.897831 + Penalty 2835.737101 = -611163.160730
  nChanged 13
		SP:Iteration 14Q (137944.760000 sec): 3 clusters
  Score: Raw -614005.120560 + Penalty 2835.737101 = -611169.383459
  nChanged 12
		SP:Iteration 15Q (137944.960000 sec): 3 clusters
  Score: Raw -614011.832139 + Penalty 2835.737101 = -611176.095038
  nChanged 11
		SP:Iteration 16Q (137945.170000 sec): 3 clusters
  Score: Raw -614016.065585 + Penalty 2835.737101 = -611180.328485
  nChanged 8
		SP:Iteration 17Q (137945.350000 sec): 3 clusters
  Score: Raw -614020.321583 + Penalty 2835.737101 = -611184.584482
  nChanged 3
		SP:Iteration 18Q (137945.540000 sec): 3 clusters
  Score: Raw -614023.257230 + Penalty 2835.737101 = -611187.520129
  nChanged 9
		SP:Iteration 19Q (137945.740000 sec): 3 clusters
  Score: Raw -614029.674117 + Penalty 2835.737101 = -611193.937017
  nChanged 8
		SP:Iteration 20F (137945.970000 sec): 3 clusters
  Score: Raw -614033.323786 + Penalty 2835.737101 = -611197.586685
  nChanged 3
		SP:Iteration 21Q (137946.190000 sec): 3 clusters
  Score: Raw -614034.425307 + Penalty 2835.737101 = -611198.688206
  nChanged 2
		SP:Iteration 22Q (137946.400000 sec): 3 clusters
  Score: Raw -614035.306529 + Penalty 2835.737101 = -611199.569428
  nChanged 1
		SP:Iteration 23Q (137946.600000 sec): 3 clusters
  Score: Raw -614035.850941 + Penalty 2835.737101 = -611200.113840
  nChanged 2
		SP:Iteration 24Q (137946.820000 sec): 3 clusters
  Score: Raw -614037.134264 + Penalty 2835.737101 = -611201.397163
  nChanged 3
		SP:Iteration 25Q (137947.050000 sec): 3 clusters
  Score: Raw -614038.028775 + Penalty 2835.737101 = -611202.291674
  nChanged 0
		SP:Iteration 26F (137947.240000 sec): 3 clusters
  Score: Raw -614038.028775 + Penalty 2835.737101 = -611202.291674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137947.360000 sec): 2 clusters
  Score: Raw -683608.466278 + Penalty 1434.749283 = -682173.716995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137947.540000 sec): 3 clusters
  Score: Raw -679888.753947 + Penalty 2869.498565 = -677019.255382
  nChanged 2832
		SP:Iteration 1F (137947.710000 sec): 3 clusters
  Score: Raw -681446.414577 + Penalty 2869.498565 = -678576.916012
  nChanged 449
		SP:Iteration 2F (137947.930000 sec): 3 clusters
  Score: Raw -681645.886142 + Penalty 2869.498565 = -678776.387577
  nChanged 355
		SP:Iteration 3F (137948.120000 sec): 3 clusters
  Score: Raw -681828.331025 + Penalty 2869.498565 = -678958.832460
  nChanged 316
		SP:Iteration 4Q (137948.360000 sec): 3 clusters
  Score: Raw -682005.142009 + Penalty 2869.498565 = -679135.643444
  nChanged 314
		SP:Iteration 5Q (137948.560000 sec): 3 clusters
  Score: Raw -682177.696889 + Penalty 2869.498565 = -679308.198324
  nChanged 263
		SP:Iteration 6Q (137948.780000 sec): 3 clusters
  Score: Raw -682324.226836 + Penalty 2869.498565 = -679454.728271
  nChanged 265
		SP:Iteration 7Q (137948.980000 sec): 3 clusters
  Score: Raw -682485.954996 + Penalty 2869.498565 = -679616.456431
  nChanged 278
		SP:Iteration 8Q (137949.190000 sec): 3 clusters
  Score: Raw -682664.091917 + Penalty 2869.498565 = -679794.593352
  nChanged 261
		SP:Iteration 9Q (137949.420000 sec): 3 clusters
  Score: Raw -682821.268554 + Penalty 2869.498565 = -679951.769988
  nChanged 218
		SP:Iteration 10Q (137949.650000 sec): 3 clusters
  Score: Raw -682943.299434 + Penalty 2869.498565 = -680073.800869
  nChanged 193
		SP:Iteration 11Q (137949.860000 sec): 3 clusters
  Score: Raw -683043.148767 + Penalty 2869.498565 = -680173.650202
  nChanged 173
		SP:Iteration 12Q (137950.030000 sec): 3 clusters
  Score: Raw -683138.071449 + Penalty 2869.498565 = -680268.572884
  nChanged 147
		SP:Iteration 13Q (137950.270000 sec): 3 clusters
  Score: Raw -683224.224145 + Penalty 2869.498565 = -680354.725580
  nChanged 143
		SP:Iteration 14Q (137950.470000 sec): 3 clusters
  Score: Raw -683295.078720 + Penalty 2869.498565 = -680425.580154
  nChanged 126
		SP:Iteration 15Q (137950.630000 sec): 3 clusters
  Score: Raw -683349.178960 + Penalty 2869.498565 = -680479.680395
  nChanged 109
		SP:Iteration 16Q (137950.820000 sec): 3 clusters
  Score: Raw -683393.878396 + Penalty 2869.498565 = -680524.379831
  nChanged 82
		SP:Iteration 17Q (137951.000000 sec): 3 clusters
  Score: Raw -683423.297617 + Penalty 2869.498565 = -680553.799051
  nChanged 72
		SP:Iteration 18Q (137951.240000 sec): 3 clusters
  Score: Raw -683447.696298 + Penalty 2869.498565 = -680578.197732
  nChanged 67
		SP:Iteration 19Q (137951.430000 sec): 3 clusters
  Score: Raw -683468.179066 + Penalty 2869.498565 = -680598.680501
  nChanged 57
		SP:Iteration 20F (137951.620000 sec): 3 clusters
  Score: Raw -683487.728314 + Penalty 2869.498565 = -680618.229749
  nChanged 53
		SP:Iteration 21Q (137951.800000 sec): 3 clusters
  Score: Raw -683502.682691 + Penalty 2869.498565 = -680633.184126
  nChanged 33
		SP:Iteration 22Q (137952.020000 sec): 3 clusters
  Score: Raw -683509.898406 + Penalty 2869.498565 = -680640.399841
  nChanged 24
		SP:Iteration 23Q (137952.230000 sec): 3 clusters
  Score: Raw -683514.812781 + Penalty 2869.498565 = -680645.314216
  nChanged 16
		SP:Iteration 24Q (137952.380000 sec): 3 clusters
  Score: Raw -683517.985739 + Penalty 2869.498565 = -680648.487174
  nChanged 9
		SP:Iteration 25Q (137952.570000 sec): 3 clusters
  Score: Raw -683519.862807 + Penalty 2869.498565 = -680650.364241
  nChanged 12
		SP:Iteration 26Q (137952.770000 sec): 3 clusters
  Score: Raw -683521.756604 + Penalty 2869.498565 = -680652.258038
  nChanged 12
		SP:Iteration 27Q (137952.960000 sec): 3 clusters
  Score: Raw -683524.626766 + Penalty 2869.498565 = -680655.128201
  nChanged 11
		SP:Iteration 28Q (137953.140000 sec): 3 clusters
  Score: Raw -683526.198285 + Penalty 2869.498565 = -680656.699719
  nChanged 11
		SP:Iteration 29Q (137953.310000 sec): 3 clusters
  Score: Raw -683528.204344 + Penalty 2869.498565 = -680658.705779
  nChanged 12
		SP:Iteration 30Q (137953.520000 sec): 3 clusters
  Score: Raw -683529.818627 + Penalty 2869.498565 = -680660.320062
  nChanged 7
		SP:Iteration 31Q (137953.680000 sec): 3 clusters
  Score: Raw -683530.442613 + Penalty 2869.498565 = -680660.944048
  nChanged 2
		SP:Iteration 32Q (137953.900000 sec): 3 clusters
  Score: Raw -683530.639117 + Penalty 2869.498565 = -680661.140552
  nChanged 1
		SP:Iteration 33Q (137954.050000 sec): 3 clusters
  Score: Raw -683530.953095 + Penalty 2869.498565 = -680661.454530
  nChanged 1
		SP:Iteration 34Q (137954.280000 sec): 3 clusters
  Score: Raw -683531.157855 + Penalty 2869.498565 = -680661.659289
  nChanged 2
		SP:Iteration 35Q (137954.500000 sec): 3 clusters
  Score: Raw -683531.433835 + Penalty 2869.498565 = -680661.935270
  nChanged 2
		SP:Iteration 36Q (137954.650000 sec): 3 clusters
  Score: Raw -683531.619010 + Penalty 2869.498565 = -680662.120445
  nChanged 1
		SP:Iteration 37Q (137954.850000 sec): 3 clusters
  Score: Raw -683531.864831 + Penalty 2869.498565 = -680662.366266
  nChanged 1
		SP:Iteration 38Q (137955.050000 sec): 3 clusters
  Score: Raw -683532.114439 + Penalty 2869.498565 = -680662.615873
  nChanged 1
		SP:Iteration 39Q (137955.230000 sec): 3 clusters
  Score: Raw -683532.148295 + Penalty 2869.498565 = -680662.649730
  nChanged 2
		SP:Iteration 40F (137955.430000 sec): 3 clusters
  Score: Raw -683532.344331 + Penalty 2869.498565 = -680662.845766
  nChanged 1
		SP:Iteration 41Q (137955.570000 sec): 3 clusters
  Score: Raw -683532.493670 + Penalty 2869.498565 = -680662.995105
  nChanged 1
		SP:Iteration 42Q (137955.780000 sec): 3 clusters
  Score: Raw -683532.620603 + Penalty 2869.498565 = -680663.122038
  nChanged 0
		SP:Iteration 43F (137955.980000 sec): 3 clusters
  Score: Raw -683532.620603 + Penalty 2869.498565 = -680663.122038
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137956.080000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137956.290000 sec): 3 clusters
  Score: Raw -144008.737381 + Penalty 2335.988578 = -141672.748803
  nChanged 442
		SP:Iteration 1F (137956.500000 sec): 3 clusters
  Score: Raw -144355.125964 + Penalty 2335.988578 = -142019.137385
  nChanged 98
		SP:Iteration 2F (137956.660000 sec): 3 clusters
  Score: Raw -144444.937457 + Penalty 2335.988578 = -142108.948879
  nChanged 58
		SP:Iteration 3Q (137956.880000 sec): 3 clusters
  Score: Raw -144488.767946 + Penalty 2335.988578 = -142152.779367
  nChanged 32
		SP:Iteration 4Q (137957.040000 sec): 3 clusters
  Score: Raw -144512.873050 + Penalty 2335.988578 = -142176.884472
  nChanged 32
		SP:Iteration 5Q (137957.210000 sec): 3 clusters
  Score: Raw -144534.705307 + Penalty 2335.988578 = -142198.716728
  nChanged 24
		SP:Iteration 6Q (137957.390000 sec): 3 clusters
  Score: Raw -144553.998730 + Penalty 2335.988578 = -142218.010152
  nChanged 25
		SP:Iteration 7Q (137957.600000 sec): 3 clusters
  Score: Raw -144578.577868 + Penalty 2335.988578 = -142242.589290
  nChanged 29
		SP:Iteration 8Q (137957.780000 sec): 3 clusters
  Score: Raw -144611.016058 + Penalty 2335.988578 = -142275.027479
  nChanged 26
		SP:Iteration 9Q (137957.930000 sec): 3 clusters
  Score: Raw -144633.971186 + Penalty 2335.988578 = -142297.982607
  nChanged 25
		SP:Iteration 10Q (137958.100000 sec): 3 clusters
  Score: Raw -144651.651191 + Penalty 2335.988578 = -142315.662612
  nChanged 17
		SP:Iteration 11Q (137958.240000 sec): 3 clusters
  Score: Raw -144665.822430 + Penalty 2335.988578 = -142329.833851
  nChanged 19
		SP:Iteration 12Q (137958.370000 sec): 3 clusters
  Score: Raw -144678.664661 + Penalty 2335.988578 = -142342.676083
  nChanged 10
		SP:Iteration 13Q (137958.540000 sec): 3 clusters
  Score: Raw -144685.273746 + Penalty 2335.988578 = -142349.285168
  nChanged 10
		SP:Iteration 14Q (137958.720000 sec): 3 clusters
  Score: Raw -144691.077563 + Penalty 2335.988578 = -142355.088985
  nChanged 4
		SP:Iteration 15Q (137958.900000 sec): 3 clusters
  Score: Raw -144693.698591 + Penalty 2335.988578 = -142357.710013
  nChanged 4
		SP:Iteration 16Q (137959.050000 sec): 3 clusters
  Score: Raw -144699.347554 + Penalty 2335.988578 = -142363.358976
  nChanged 7
		SP:Iteration 17Q (137959.250000 sec): 3 clusters
  Score: Raw -144711.542696 + Penalty 2335.988578 = -142375.554118
  nChanged 16
		SP:Iteration 18Q (137959.440000 sec): 3 clusters
  Score: Raw -144732.536645 + Penalty 2335.988578 = -142396.548067
  nChanged 18
		SP:Iteration 19Q (137959.580000 sec): 3 clusters
  Score: Raw -144755.587865 + Penalty 2335.988578 = -142419.599287
  nChanged 16
		SP:Iteration 20F (137959.790000 sec): 3 clusters
  Score: Raw -144771.965110 + Penalty 2335.988578 = -142435.976532
  nChanged 11
		SP:Iteration 21Q (137959.990000 sec): 3 clusters
  Score: Raw -144780.274982 + Penalty 2335.988578 = -142444.286404
  nChanged 13
		SP:Iteration 22Q (137960.180000 sec): 3 clusters
  Score: Raw -144796.822160 + Penalty 2335.988578 = -142460.833582
  nChanged 14
		SP:Iteration 23Q (137960.340000 sec): 3 clusters
  Score: Raw -144810.335924 + Penalty 2335.988578 = -142474.347346
  nChanged 10
		SP:Iteration 24Q (137960.540000 sec): 3 clusters
  Score: Raw -144821.409394 + Penalty 2335.988578 = -142485.420816
  nChanged 9
		SP:Iteration 25Q (137960.730000 sec): 3 clusters
  Score: Raw -144827.071949 + Penalty 2335.988578 = -142491.083370
  nChanged 6
		SP:Iteration 26Q (137960.880000 sec): 3 clusters
  Score: Raw -144832.756364 + Penalty 2335.988578 = -142496.767785
  nChanged 5
		SP:Iteration 27Q (137961.020000 sec): 3 clusters
  Score: Raw -144835.504582 + Penalty 2335.988578 = -142499.516004
  nChanged 1
		SP:Iteration 28Q (137961.200000 sec): 3 clusters
  Score: Raw -144836.181137 + Penalty 2335.988578 = -142500.192559
  nChanged 1
		SP:Iteration 29Q (137961.380000 sec): 3 clusters
  Score: Raw -144837.542573 + Penalty 2335.988578 = -142501.553995
  nChanged 1
		SP:Iteration 30Q (137961.540000 sec): 3 clusters
  Score: Raw -144838.071971 + Penalty 2335.988578 = -142502.083392
  nChanged 0
		SP:Iteration 31F (137961.680000 sec): 3 clusters
  Score: Raw -144838.071971 + Penalty 2335.988578 = -142502.083392
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (106867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137962.250000 sec): 2 clusters
  Score: Raw -11018414.175181 + Penalty 1881.642807 = -11016532.532374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137962.850000 sec): 3 clusters
  Score: Raw -10948702.728240 + Penalty 3763.285614 = -10944939.442626
  nChanged 51293
		SP:Iteration 1F (137963.470000 sec): 3 clusters
  Score: Raw -10979963.259812 + Penalty 3763.285614 = -10976199.974199
  nChanged 5359
		SP:Iteration 2F (137964.100000 sec): 3 clusters
  Score: Raw -10982421.253412 + Penalty 3763.285614 = -10978657.967798
  nChanged 6443
		SP:Iteration 3F (137964.740000 sec): 3 clusters
  Score: Raw -10986046.158835 + Penalty 3763.285614 = -10982282.873222
  nChanged 7601
		SP:Iteration 4F (137965.350000 sec): 3 clusters
  Score: Raw -10991327.274424 + Penalty 3763.285614 = -10987563.988810
  nChanged 8642
		SP:Iteration 5F (137966.000000 sec): 3 clusters
  Score: Raw -10998523.951198 + Penalty 3763.285614 = -10994760.665584
  nChanged 8514
		SP:Iteration 6F (137966.730000 sec): 3 clusters
  Score: Raw -11006390.295485 + Penalty 3763.285614 = -11002627.009871
  nChanged 6622
		SP:Iteration 7F (137967.360000 sec): 3 clusters
  Score: Raw -11012647.926010 + Penalty 3763.285614 = -11008884.640397
  nChanged 3967
		SP:Iteration 8Q (137967.980000 sec): 3 clusters
  Score: Raw -11016257.871321 + Penalty 3763.285614 = -11012494.585708
  nChanged 1814
		SP:Iteration 9Q (137968.630000 sec): 3 clusters
  Score: Raw -11017774.251747 + Penalty 3763.285614 = -11014010.966133
  nChanged 754
		SP:Iteration 10Q (137969.200000 sec): 3 clusters
  Score: Raw -11018391.529135 + Penalty 3763.285614 = -11014628.243521
  nChanged 325
		SP:Iteration 11Q (137969.790000 sec): 3 clusters
  Score: Raw -11018644.915459 + Penalty 3763.285614 = -11014881.629845
  nChanged 155
		SP:Iteration 12Q (137970.380000 sec): 3 clusters
  Score: Raw -11018759.597968 + Penalty 3763.285614 = -11014996.312355
  nChanged 95
		SP:Iteration 13Q (137970.960000 sec): 3 clusters
  Score: Raw -11018822.617569 + Penalty 3763.285614 = -11015059.331956
  nChanged 67
		SP:Iteration 14Q (137971.510000 sec): 3 clusters
  Score: Raw -11018865.237927 + Penalty 3763.285614 = -11015101.952314
  nChanged 36
		SP:Iteration 15Q (137972.060000 sec): 3 clusters
  Score: Raw -11018884.482419 + Penalty 3763.285614 = -11015121.196805
  nChanged 26
		SP:Iteration 16Q (137972.600000 sec): 3 clusters
  Score: Raw -11018896.596859 + Penalty 3763.285614 = -11015133.311245
  nChanged 15
		SP:Iteration 17Q (137973.160000 sec): 3 clusters
  Score: Raw -11018903.865881 + Penalty 3763.285614 = -11015140.580268
  nChanged 10
		SP:Iteration 18Q (137973.750000 sec): 3 clusters
  Score: Raw -11018910.093926 + Penalty 3763.285614 = -11015146.808313
  nChanged 12
		SP:Iteration 19Q (137974.390000 sec): 3 clusters
  Score: Raw -11018915.004022 + Penalty 3763.285614 = -11015151.718408
  nChanged 13
		SP:Iteration 20F (137975.060000 sec): 3 clusters
  Score: Raw -11018923.081269 + Penalty 3763.285614 = -11015159.795655
  nChanged 19
		SP:Iteration 21Q (137975.710000 sec): 3 clusters
  Score: Raw -11018932.424362 + Penalty 3763.285614 = -11015169.138748
  nChanged 15
		SP:Iteration 22Q (137976.380000 sec): 3 clusters
  Score: Raw -11018938.636523 + Penalty 3763.285614 = -11015175.350909
  nChanged 6
		SP:Iteration 23Q (137976.980000 sec): 3 clusters
  Score: Raw -11018941.704528 + Penalty 3763.285614 = -11015178.418915
  nChanged 10
		SP:Iteration 24Q (137977.620000 sec): 3 clusters
  Score: Raw -11018946.393392 + Penalty 3763.285614 = -11015183.107779
  nChanged 7
		SP:Iteration 25Q (137978.210000 sec): 3 clusters
  Score: Raw -11018950.148290 + Penalty 3763.285614 = -11015186.862676
  nChanged 8
		SP:Iteration 26Q (137978.800000 sec): 3 clusters
  Score: Raw -11018955.580173 + Penalty 3763.285614 = -11015192.294559
  nChanged 6
		SP:Iteration 27Q (137979.460000 sec): 3 clusters
  Score: Raw -11018959.948132 + Penalty 3763.285614 = -11015196.662519
  nChanged 10
		SP:Iteration 28Q (137980.090000 sec): 3 clusters
  Score: Raw -11018966.661858 + Penalty 3763.285614 = -11015203.376244
  nChanged 17
		SP:Iteration 29Q (137980.680000 sec): 3 clusters
  Score: Raw -11018976.472502 + Penalty 3763.285614 = -11015213.186888
  nChanged 10
		SP:Iteration 30Q (137981.320000 sec): 3 clusters
  Score: Raw -11018980.321456 + Penalty 3763.285614 = -11015217.035842
  nChanged 6
		SP:Iteration 31Q (137981.910000 sec): 3 clusters
  Score: Raw -11018983.884686 + Penalty 3763.285614 = -11015220.599072
  nChanged 8
		SP:Iteration 32Q (137982.530000 sec): 3 clusters
  Score: Raw -11018991.329415 + Penalty 3763.285614 = -11015228.043801
  nChanged 15
		SP:Iteration 33Q (137983.110000 sec): 3 clusters
  Score: Raw -11019000.342349 + Penalty 3763.285614 = -11015237.056735
  nChanged 17
		SP:Iteration 34Q (137983.690000 sec): 3 clusters
  Score: Raw -11019008.951654 + Penalty 3763.285614 = -11015245.666041
  nChanged 11
		SP:Iteration 35Q (137984.280000 sec): 3 clusters
  Score: Raw -11019015.074162 + Penalty 3763.285614 = -11015251.788549
  nChanged 10
		SP:Iteration 36Q (137984.870000 sec): 3 clusters
  Score: Raw -11019022.145650 + Penalty 3763.285614 = -11015258.860036
  nChanged 17
		SP:Iteration 37Q (137985.450000 sec): 3 clusters
  Score: Raw -11019031.891518 + Penalty 3763.285614 = -11015268.605905
  nChanged 18
		SP:Iteration 38Q (137986.050000 sec): 3 clusters
  Score: Raw -11019048.402699 + Penalty 3763.285614 = -11015285.117085
  nChanged 18
		SP:Iteration 39Q (137986.640000 sec): 3 clusters
  Score: Raw -11019065.524927 + Penalty 3763.285614 = -11015302.239313
  nChanged 18
		SP:Iteration 40F (137987.310000 sec): 3 clusters
  Score: Raw -11019082.221256 + Penalty 3763.285614 = -11015318.935643
  nChanged 15
		SP:Iteration 41Q (137987.880000 sec): 3 clusters
  Score: Raw -11019093.292180 + Penalty 3763.285614 = -11015330.006567
  nChanged 19
		SP:Iteration 42Q (137988.460000 sec): 3 clusters
  Score: Raw -11019109.747200 + Penalty 3763.285614 = -11015346.461586
  nChanged 23
		SP:Iteration 43Q (137989.020000 sec): 3 clusters
  Score: Raw -11019127.335780 + Penalty 3763.285614 = -11015364.050166
  nChanged 18
		SP:Iteration 44Q (137989.620000 sec): 3 clusters
  Score: Raw -11019138.691626 + Penalty 3763.285614 = -11015375.406012
  nChanged 16
		SP:Iteration 45Q (137990.190000 sec): 3 clusters
  Score: Raw -11019145.461209 + Penalty 3763.285614 = -11015382.175595
  nChanged 9
		SP:Iteration 46Q (137990.760000 sec): 3 clusters
  Score: Raw -11019149.937693 + Penalty 3763.285614 = -11015386.652079
  nChanged 13
		SP:Iteration 47Q (137991.330000 sec): 3 clusters
  Score: Raw -11019157.488106 + Penalty 3763.285614 = -11015394.202492
  nChanged 13
		SP:Iteration 48Q (137991.990000 sec): 3 clusters
  Score: Raw -11019166.667243 + Penalty 3763.285614 = -11015403.381629
  nChanged 20
		SP:Iteration 49Q (137992.610000 sec): 3 clusters
  Score: Raw -11019176.928590 + Penalty 3763.285614 = -11015413.642977
  nChanged 15
		SP:Iteration 50Q (137993.240000 sec): 3 clusters
  Score: Raw -11019185.567892 + Penalty 3763.285614 = -11015422.282278
  nChanged 11
		SP:Iteration 51Q (137993.840000 sec): 3 clusters
  Score: Raw -11019191.859877 + Penalty 3763.285614 = -11015428.574263
  nChanged 12
		SP:Iteration 52Q (137994.400000 sec): 3 clusters
  Score: Raw -11019200.465196 + Penalty 3763.285614 = -11015437.179583
  nChanged 15
		SP:Iteration 53Q (137994.990000 sec): 3 clusters
  Score: Raw -11019205.256443 + Penalty 3763.285614 = -11015441.970829
  nChanged 6
		SP:Iteration 54Q (137995.560000 sec): 3 clusters
  Score: Raw -11019207.826584 + Penalty 3763.285614 = -11015444.540971
  nChanged 4
		SP:Iteration 55Q (137996.140000 sec): 3 clusters
  Score: Raw -11019209.768730 + Penalty 3763.285614 = -11015446.483116
  nChanged 3
		SP:Iteration 56Q (137996.800000 sec): 3 clusters
  Score: Raw -11019210.742954 + Penalty 3763.285614 = -11015447.457340
  nChanged 2
		SP:Iteration 57Q (137997.430000 sec): 3 clusters
  Score: Raw -11019211.361465 + Penalty 3763.285614 = -11015448.075852
  nChanged 1
		SP:Iteration 58Q (137998.060000 sec): 3 clusters
  Score: Raw -11019211.502074 + Penalty 3763.285614 = -11015448.216461
  nChanged 0
		SP:Iteration 59F (137998.700000 sec): 3 clusters
  Score: Raw -11019211.502074 + Penalty 3763.285614 = -11015448.216461
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (137998.840000 sec): 2 clusters
  Score: Raw -304552.417145 + Penalty 1305.574877 = -303246.842268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (137999.040000 sec): 3 clusters
  Score: Raw -303078.356267 + Penalty 2611.149754 = -300467.206513
  nChanged 1151
		SP:Iteration 1F (137999.260000 sec): 3 clusters
  Score: Raw -303760.271358 + Penalty 2611.149754 = -301149.121604
  nChanged 247
		SP:Iteration 2F (137999.480000 sec): 3 clusters
  Score: Raw -303914.484434 + Penalty 2611.149754 = -301303.334680
  nChanged 166
		SP:Iteration 3F (137999.690000 sec): 3 clusters
  Score: Raw -304021.201236 + Penalty 2611.149754 = -301410.051482
  nChanged 136
		SP:Iteration 4Q (137999.840000 sec): 3 clusters
  Score: Raw -304104.144626 + Penalty 2611.149754 = -301492.994872
  nChanged 117
		SP:Iteration 5Q (138000.070000 sec): 3 clusters
  Score: Raw -304185.513992 + Penalty 2611.149754 = -301574.364238
  nChanged 115
		SP:Iteration 6Q (138000.280000 sec): 3 clusters
  Score: Raw -304265.247021 + Penalty 2611.149754 = -301654.097267
  nChanged 113
		SP:Iteration 7Q (138000.440000 sec): 3 clusters
  Score: Raw -304341.313959 + Penalty 2611.149754 = -301730.164205
  nChanged 95
		SP:Iteration 8Q (138000.640000 sec): 3 clusters
  Score: Raw -304411.688780 + Penalty 2611.149754 = -301800.539025
  nChanged 89
		SP:Iteration 9Q (138000.850000 sec): 3 clusters
  Score: Raw -304454.662109 + Penalty 2611.149754 = -301843.512355
  nChanged 73
		SP:Iteration 10Q (138001.120000 sec): 3 clusters
  Score: Raw -304495.273379 + Penalty 2611.149754 = -301884.123625
  nChanged 60
		SP:Iteration 11Q (138001.310000 sec): 3 clusters
  Score: Raw -304525.644567 + Penalty 2611.149754 = -301914.494813
  nChanged 48
		SP:Iteration 12Q (138001.540000 sec): 3 clusters
  Score: Raw -304547.424110 + Penalty 2611.149754 = -301936.274356
  nChanged 39
		SP:Iteration 13Q (138001.720000 sec): 3 clusters
  Score: Raw -304572.112168 + Penalty 2611.149754 = -301960.962414
  nChanged 41
		SP:Iteration 14Q (138001.920000 sec): 3 clusters
  Score: Raw -304599.179998 + Penalty 2611.149754 = -301988.030244
  nChanged 39
		SP:Iteration 15Q (138002.110000 sec): 3 clusters
  Score: Raw -304622.409441 + Penalty 2611.149754 = -302011.259686
  nChanged 39
		SP:Iteration 16Q (138002.290000 sec): 3 clusters
  Score: Raw -304642.759941 + Penalty 2611.149754 = -302031.610186
  nChanged 29
		SP:Iteration 17Q (138002.490000 sec): 3 clusters
  Score: Raw -304662.009992 + Penalty 2611.149754 = -302050.860237
  nChanged 35
		SP:Iteration 18Q (138002.730000 sec): 3 clusters
  Score: Raw -304678.220468 + Penalty 2611.149754 = -302067.070714
  nChanged 27
		SP:Iteration 19Q (138002.890000 sec): 3 clusters
  Score: Raw -304689.140923 + Penalty 2611.149754 = -302077.991169
  nChanged 15
		SP:Iteration 20F (138003.100000 sec): 3 clusters
  Score: Raw -304698.465637 + Penalty 2611.149754 = -302087.315883
  nChanged 24
		SP:Iteration 21Q (138003.300000 sec): 3 clusters
  Score: Raw -304711.719250 + Penalty 2611.149754 = -302100.569496
  nChanged 26
		SP:Iteration 22Q (138003.490000 sec): 3 clusters
  Score: Raw -304724.192621 + Penalty 2611.149754 = -302113.042867
  nChanged 28
		SP:Iteration 23Q (138003.650000 sec): 3 clusters
  Score: Raw -304736.648493 + Penalty 2611.149754 = -302125.498739
  nChanged 20
		SP:Iteration 24Q (138003.840000 sec): 3 clusters
  Score: Raw -304744.121085 + Penalty 2611.149754 = -302132.971331
  nChanged 19
		SP:Iteration 25Q (138004.030000 sec): 3 clusters
  Score: Raw -304751.641668 + Penalty 2611.149754 = -302140.491914
  nChanged 14
		SP:Iteration 26Q (138004.200000 sec): 3 clusters
  Score: Raw -304759.015542 + Penalty 2611.149754 = -302147.865787
  nChanged 13
		SP:Iteration 27Q (138004.390000 sec): 3 clusters
  Score: Raw -304764.172724 + Penalty 2611.149754 = -302153.022969
  nChanged 11
		SP:Iteration 28Q (138004.640000 sec): 3 clusters
  Score: Raw -304767.519443 + Penalty 2611.149754 = -302156.369689
  nChanged 7
		SP:Iteration 29Q (138004.850000 sec): 3 clusters
  Score: Raw -304770.066759 + Penalty 2611.149754 = -302158.917005
  nChanged 6
		SP:Iteration 30Q (138005.060000 sec): 3 clusters
  Score: Raw -304772.430653 + Penalty 2611.149754 = -302161.280898
  nChanged 10
		SP:Iteration 31Q (138005.250000 sec): 3 clusters
  Score: Raw -304775.127069 + Penalty 2611.149754 = -302163.977315
  nChanged 4
		SP:Iteration 32Q (138005.470000 sec): 3 clusters
  Score: Raw -304776.947166 + Penalty 2611.149754 = -302165.797412
  nChanged 2
		SP:Iteration 33Q (138005.700000 sec): 3 clusters
  Score: Raw -304777.694840 + Penalty 2611.149754 = -302166.545085
  nChanged 1
		SP:Iteration 34Q (138005.840000 sec): 3 clusters
  Score: Raw -304777.959641 + Penalty 2611.149754 = -302166.809887
  nChanged 2
		SP:Iteration 35Q (138006.030000 sec): 3 clusters
  Score: Raw -304779.039617 + Penalty 2611.149754 = -302167.889862
  nChanged 0
		SP:Iteration 36F (138006.240000 sec): 3 clusters
  Score: Raw -304779.039617 + Penalty 2611.149754 = -302167.889862
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138006.360000 sec): 2 clusters
  Score: Raw -208091.600976 + Penalty 1242.920216 = -206848.680761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138006.570000 sec): 3 clusters
  Score: Raw -207216.332418 + Penalty 2485.840431 = -204730.491986
  nChanged 772
		SP:Iteration 1F (138006.720000 sec): 3 clusters
  Score: Raw -207805.918482 + Penalty 2485.840431 = -205320.078050
  nChanged 193
		SP:Iteration 2F (138006.920000 sec): 3 clusters
  Score: Raw -208068.901594 + Penalty 2485.840431 = -205583.061162
  nChanged 170
		SP:Iteration 3F (138007.110000 sec): 3 clusters
  Score: Raw -208272.360926 + Penalty 2485.840431 = -205786.520494
  nChanged 106
		SP:Iteration 4F (138007.270000 sec): 3 clusters
  Score: Raw -208383.583158 + Penalty 2485.840431 = -205897.742727
  nChanged 93
		SP:Iteration 5Q (138007.440000 sec): 3 clusters
  Score: Raw -208469.620895 + Penalty 2485.840431 = -205983.780464
  nChanged 80
		SP:Iteration 6Q (138007.610000 sec): 3 clusters
  Score: Raw -208524.172501 + Penalty 2485.840431 = -206038.332069
  nChanged 49
		SP:Iteration 7Q (138007.820000 sec): 3 clusters
  Score: Raw -208558.240560 + Penalty 2485.840431 = -206072.400129
  nChanged 40
		SP:Iteration 8Q (138008.000000 sec): 3 clusters
  Score: Raw -208583.668538 + Penalty 2485.840431 = -206097.828107
  nChanged 34
		SP:Iteration 9Q (138008.160000 sec): 3 clusters
  Score: Raw -208608.266519 + Penalty 2485.840431 = -206122.426088
  nChanged 40
		SP:Iteration 10Q (138008.360000 sec): 3 clusters
  Score: Raw -208645.950732 + Penalty 2485.840431 = -206160.110300
  nChanged 37
		SP:Iteration 11Q (138008.530000 sec): 3 clusters
  Score: Raw -208674.646883 + Penalty 2485.840431 = -206188.806452
  nChanged 30
		SP:Iteration 12Q (138008.710000 sec): 3 clusters
  Score: Raw -208688.802704 + Penalty 2485.840431 = -206202.962273
  nChanged 16
		SP:Iteration 13Q (138008.900000 sec): 3 clusters
  Score: Raw -208699.889491 + Penalty 2485.840431 = -206214.049060
  nChanged 14
		SP:Iteration 14Q (138009.060000 sec): 3 clusters
  Score: Raw -208708.314972 + Penalty 2485.840431 = -206222.474541
  nChanged 16
		SP:Iteration 15Q (138009.260000 sec): 3 clusters
  Score: Raw -208717.401482 + Penalty 2485.840431 = -206231.561051
  nChanged 15
		SP:Iteration 16Q (138009.400000 sec): 3 clusters
  Score: Raw -208726.526341 + Penalty 2485.840431 = -206240.685909
  nChanged 14
		SP:Iteration 17Q (138009.590000 sec): 3 clusters
  Score: Raw -208737.635855 + Penalty 2485.840431 = -206251.795423
  nChanged 17
		SP:Iteration 18Q (138009.800000 sec): 3 clusters
  Score: Raw -208748.945198 + Penalty 2485.840431 = -206263.104767
  nChanged 15
		SP:Iteration 19Q (138009.950000 sec): 3 clusters
  Score: Raw -208756.137631 + Penalty 2485.840431 = -206270.297199
  nChanged 16
		SP:Iteration 20F (138010.150000 sec): 3 clusters
  Score: Raw -208767.274518 + Penalty 2485.840431 = -206281.434086
  nChanged 13
		SP:Iteration 21Q (138010.300000 sec): 3 clusters
  Score: Raw -208775.699115 + Penalty 2485.840431 = -206289.858684
  nChanged 13
		SP:Iteration 22Q (138010.500000 sec): 3 clusters
  Score: Raw -208785.063759 + Penalty 2485.840431 = -206299.223327
  nChanged 9
		SP:Iteration 23Q (138010.630000 sec): 3 clusters
  Score: Raw -208790.625906 + Penalty 2485.840431 = -206304.785475
  nChanged 12
		SP:Iteration 24Q (138010.810000 sec): 3 clusters
  Score: Raw -208797.891709 + Penalty 2485.840431 = -206312.051277
  nChanged 12
		SP:Iteration 25Q (138011.000000 sec): 3 clusters
  Score: Raw -208802.456926 + Penalty 2485.840431 = -206316.616495
  nChanged 10
		SP:Iteration 26Q (138011.180000 sec): 3 clusters
  Score: Raw -208808.156946 + Penalty 2485.840431 = -206322.316514
  nChanged 8
		SP:Iteration 27Q (138011.330000 sec): 3 clusters
  Score: Raw -208812.600745 + Penalty 2485.840431 = -206326.760314
  nChanged 6
		SP:Iteration 28Q (138011.550000 sec): 3 clusters
  Score: Raw -208815.913886 + Penalty 2485.840431 = -206330.073455
  nChanged 6
		SP:Iteration 29Q (138011.710000 sec): 3 clusters
  Score: Raw -208819.449546 + Penalty 2485.840431 = -206333.609114
  nChanged 6
		SP:Iteration 30Q (138011.900000 sec): 3 clusters
  Score: Raw -208823.454616 + Penalty 2485.840431 = -206337.614185
  nChanged 4
		SP:Iteration 31Q (138012.080000 sec): 3 clusters
  Score: Raw -208826.377739 + Penalty 2485.840431 = -206340.537307
  nChanged 3
		SP:Iteration 32Q (138012.290000 sec): 3 clusters
  Score: Raw -208828.048975 + Penalty 2485.840431 = -206342.208544
  nChanged 3
		SP:Iteration 33Q (138012.460000 sec): 3 clusters
  Score: Raw -208828.868813 + Penalty 2485.840431 = -206343.028382
  nChanged 4
		SP:Iteration 34Q (138012.620000 sec): 3 clusters
  Score: Raw -208830.668810 + Penalty 2485.840431 = -206344.828379
  nChanged 1
		SP:Iteration 35Q (138012.850000 sec): 3 clusters
  Score: Raw -208831.481110 + Penalty 2485.840431 = -206345.640678
  nChanged 2
		SP:Iteration 36Q (138013.040000 sec): 3 clusters
  Score: Raw -208832.671761 + Penalty 2485.840431 = -206346.831329
  nChanged 3
		SP:Iteration 37Q (138013.240000 sec): 3 clusters
  Score: Raw -208836.945730 + Penalty 2485.840431 = -206351.105298
  nChanged 3
		SP:Iteration 38Q (138013.400000 sec): 3 clusters
  Score: Raw -208838.796604 + Penalty 2485.840431 = -206352.956172
  nChanged 2
		SP:Iteration 39Q (138013.570000 sec): 3 clusters
  Score: Raw -208839.843719 + Penalty 2485.840431 = -206354.003287
  nChanged 2
		SP:Iteration 40F (138013.740000 sec): 3 clusters
  Score: Raw -208840.124022 + Penalty 2485.840431 = -206354.283590
  nChanged 1
		SP:Iteration 41Q (138013.880000 sec): 3 clusters
  Score: Raw -208840.266707 + Penalty 2485.840431 = -206354.426276
  nChanged 0
		SP:Iteration 42F (138014.060000 sec): 3 clusters
  Score: Raw -208840.266707 + Penalty 2485.840431 = -206354.426276
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138014.220000 sec): 2 clusters
  Score: Raw -792347.194334 + Penalty 1449.324172 = -790897.870163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138014.470000 sec): 3 clusters
  Score: Raw -788308.159447 + Penalty 2898.648343 = -785409.511104
  nChanged 3097
		SP:Iteration 1F (138014.670000 sec): 3 clusters
  Score: Raw -790202.164444 + Penalty 2898.648343 = -787303.516100
  nChanged 663
		SP:Iteration 2F (138014.880000 sec): 3 clusters
  Score: Raw -790785.280508 + Penalty 2898.648343 = -787886.632165
  nChanged 699
		SP:Iteration 3F (138015.080000 sec): 3 clusters
  Score: Raw -791455.709690 + Penalty 2898.648343 = -788557.061347
  nChanged 650
		SP:Iteration 4F (138015.300000 sec): 3 clusters
  Score: Raw -792024.453340 + Penalty 2898.648343 = -789125.804997
  nChanged 463
		SP:Iteration 5F (138015.490000 sec): 3 clusters
  Score: Raw -792330.278541 + Penalty 2898.648343 = -789431.630198
  nChanged 323
		SP:Iteration 6Q (138015.720000 sec): 3 clusters
  Score: Raw -792488.324970 + Penalty 2898.648343 = -789589.676627
  nChanged 179
		SP:Iteration 7Q (138015.940000 sec): 3 clusters
  Score: Raw -792549.750765 + Penalty 2898.648343 = -789651.102421
  nChanged 102
		SP:Iteration 8Q (138016.160000 sec): 3 clusters
  Score: Raw -792571.858475 + Penalty 2898.648343 = -789673.210132
  nChanged 64
		SP:Iteration 9Q (138016.400000 sec): 3 clusters
  Score: Raw -792586.178826 + Penalty 2898.648343 = -789687.530483
  nChanged 43
		SP:Iteration 10Q (138016.590000 sec): 3 clusters
  Score: Raw -792597.060135 + Penalty 2898.648343 = -789698.411791
  nChanged 34
		SP:Iteration 11Q (138016.780000 sec): 3 clusters
  Score: Raw -792602.908733 + Penalty 2898.648343 = -789704.260390
  nChanged 21
		SP:Iteration 12Q (138016.990000 sec): 3 clusters
  Score: Raw -792607.088721 + Penalty 2898.648343 = -789708.440378
  nChanged 26
		SP:Iteration 13Q (138017.200000 sec): 3 clusters
  Score: Raw -792612.513596 + Penalty 2898.648343 = -789713.865252
  nChanged 24
		SP:Iteration 14Q (138017.440000 sec): 3 clusters
  Score: Raw -792617.761798 + Penalty 2898.648343 = -789719.113454
  nChanged 26
		SP:Iteration 15Q (138017.670000 sec): 3 clusters
  Score: Raw -792621.537303 + Penalty 2898.648343 = -789722.888960
  nChanged 20
		SP:Iteration 16Q (138017.940000 sec): 3 clusters
  Score: Raw -792624.025761 + Penalty 2898.648343 = -789725.377418
  nChanged 14
		SP:Iteration 17Q (138018.130000 sec): 3 clusters
  Score: Raw -792626.260184 + Penalty 2898.648343 = -789727.611841
  nChanged 10
		SP:Iteration 18Q (138018.360000 sec): 3 clusters
  Score: Raw -792627.602457 + Penalty 2898.648343 = -789728.954114
  nChanged 11
		SP:Iteration 19Q (138018.630000 sec): 3 clusters
  Score: Raw -792629.202955 + Penalty 2898.648343 = -789730.554611
  nChanged 12
		SP:Iteration 20F (138018.860000 sec): 3 clusters
  Score: Raw -792631.305397 + Penalty 2898.648343 = -789732.657053
  nChanged 10
		SP:Iteration 21Q (138019.120000 sec): 3 clusters
  Score: Raw -792633.441361 + Penalty 2898.648343 = -789734.793018
  nChanged 8
		SP:Iteration 22Q (138019.320000 sec): 3 clusters
  Score: Raw -792635.157390 + Penalty 2898.648343 = -789736.509046
  nChanged 9
		SP:Iteration 23Q (138019.560000 sec): 3 clusters
  Score: Raw -792636.947904 + Penalty 2898.648343 = -789738.299561
  nChanged 10
		SP:Iteration 24Q (138019.790000 sec): 3 clusters
  Score: Raw -792638.902608 + Penalty 2898.648343 = -789740.254265
  nChanged 10
		SP:Iteration 25Q (138019.990000 sec): 3 clusters
  Score: Raw -792640.360841 + Penalty 2898.648343 = -789741.712497
  nChanged 6
		SP:Iteration 26Q (138020.230000 sec): 3 clusters
  Score: Raw -792640.966466 + Penalty 2898.648343 = -789742.318123
  nChanged 4
		SP:Iteration 27Q (138020.420000 sec): 3 clusters
  Score: Raw -792641.452004 + Penalty 2898.648343 = -789742.803660
  nChanged 5
		SP:Iteration 28Q (138020.640000 sec): 3 clusters
  Score: Raw -792642.085394 + Penalty 2898.648343 = -789743.437051
  nChanged 4
		SP:Iteration 29Q (138020.850000 sec): 3 clusters
  Score: Raw -792642.590095 + Penalty 2898.648343 = -789743.941752
  nChanged 6
		SP:Iteration 30Q (138021.070000 sec): 3 clusters
  Score: Raw -792643.301266 + Penalty 2898.648343 = -789744.652923
  nChanged 3
		SP:Iteration 31Q (138021.280000 sec): 3 clusters
  Score: Raw -792643.559950 + Penalty 2898.648343 = -789744.911606
  nChanged 3
		SP:Iteration 32Q (138021.500000 sec): 3 clusters
  Score: Raw -792643.897771 + Penalty 2898.648343 = -789745.249428
  nChanged 2
		SP:Iteration 33Q (138021.750000 sec): 3 clusters
  Score: Raw -792644.180388 + Penalty 2898.648343 = -789745.532044
  nChanged 3
		SP:Iteration 34Q (138021.990000 sec): 3 clusters
  Score: Raw -792644.629020 + Penalty 2898.648343 = -789745.980677
  nChanged 2
		SP:Iteration 35Q (138022.260000 sec): 3 clusters
  Score: Raw -792644.975798 + Penalty 2898.648343 = -789746.327454
  nChanged 1
		SP:Iteration 36Q (138022.450000 sec): 3 clusters
  Score: Raw -792645.070393 + Penalty 2898.648343 = -789746.422050
  nChanged 1
		SP:Iteration 37Q (138022.670000 sec): 3 clusters
  Score: Raw -792645.144709 + Penalty 2898.648343 = -789746.496366
  nChanged 0
		SP:Iteration 38F (138022.880000 sec): 3 clusters
  Score: Raw -792645.144709 + Penalty 2898.648343 = -789746.496366
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (75630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138023.330000 sec): 2 clusters
  Score: Raw -8121401.774521 + Penalty 1825.461350 = -8119576.313171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138023.870000 sec): 3 clusters
  Score: Raw -8072428.147543 + Penalty 3650.922700 = -8068777.224843
  nChanged 35976
		SP:Iteration 1F (138024.400000 sec): 3 clusters
  Score: Raw -8093542.460138 + Penalty 3650.922700 = -8089891.537437
  nChanged 2931
		SP:Iteration 2Q (138024.920000 sec): 3 clusters
  Score: Raw -8094507.916903 + Penalty 3650.922700 = -8090856.994203
  nChanged 3384
		SP:Iteration 3Q (138025.430000 sec): 3 clusters
  Score: Raw -8095965.206206 + Penalty 3650.922700 = -8092314.283506
  nChanged 4354
		SP:Iteration 4F (138025.950000 sec): 3 clusters
  Score: Raw -8098426.999979 + Penalty 3650.922700 = -8094776.077278
  nChanged 5623
		SP:Iteration 5F (138026.450000 sec): 3 clusters
  Score: Raw -8102588.159905 + Penalty 3650.922700 = -8098937.237204
  nChanged 6650
		SP:Iteration 6F (138026.940000 sec): 3 clusters
  Score: Raw -8108566.742374 + Penalty 3650.922700 = -8104915.819674
  nChanged 6120
		SP:Iteration 7F (138027.480000 sec): 3 clusters
  Score: Raw -8114644.090897 + Penalty 3650.922700 = -8110993.168197
  nChanged 4189
		SP:Iteration 8F (138028.010000 sec): 3 clusters
  Score: Raw -8118869.031737 + Penalty 3650.922700 = -8115218.109037
  nChanged 1895
		SP:Iteration 9Q (138028.550000 sec): 3 clusters
  Score: Raw -8120746.417309 + Penalty 3650.922700 = -8117095.494608
  nChanged 568
		SP:Iteration 10Q (138029.070000 sec): 3 clusters
  Score: Raw -8121333.550878 + Penalty 3650.922700 = -8117682.628178
  nChanged 135
		SP:Iteration 11Q (138029.640000 sec): 3 clusters
  Score: Raw -8121493.611303 + Penalty 3650.922700 = -8117842.688603
  nChanged 36
		SP:Iteration 12Q (138030.160000 sec): 3 clusters
  Score: Raw -8121538.450551 + Penalty 3650.922700 = -8117887.527850
  nChanged 14
		SP:Iteration 13Q (138030.610000 sec): 3 clusters
  Score: Raw -8121558.699444 + Penalty 3650.922700 = -8117907.776744
  nChanged 10
		SP:Iteration 14Q (138031.140000 sec): 3 clusters
  Score: Raw -8121572.651711 + Penalty 3650.922700 = -8117921.729011
  nChanged 8
		SP:Iteration 15Q (138031.640000 sec): 3 clusters
  Score: Raw -8121583.362263 + Penalty 3650.922700 = -8117932.439562
  nChanged 5
		SP:Iteration 16Q (138032.140000 sec): 3 clusters
  Score: Raw -8121589.653656 + Penalty 3650.922700 = -8117938.730955
  nChanged 3
		SP:Iteration 17Q (138032.730000 sec): 3 clusters
  Score: Raw -8121593.140094 + Penalty 3650.922700 = -8117942.217393
  nChanged 4
		SP:Iteration 18Q (138033.240000 sec): 3 clusters
  Score: Raw -8121599.469803 + Penalty 3650.922700 = -8117948.547103
  nChanged 1
		SP:Iteration 19Q (138033.700000 sec): 3 clusters
  Score: Raw -8121600.032046 + Penalty 3650.922700 = -8117949.109345
  nChanged 1
		SP:Iteration 20F (138034.220000 sec): 3 clusters
  Score: Raw -8121601.251541 + Penalty 3650.922700 = -8117950.328841
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138034.360000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138034.560000 sec): 3 clusters
  Score: Raw -45515.308751 + Penalty 1980.410175 = -43534.898576
  nChanged 75
		SP:Iteration 1F (138034.700000 sec): 3 clusters
  Score: Raw -45645.135106 + Penalty 1980.410175 = -43664.724931
  nChanged 23
		SP:Iteration 2F (138034.840000 sec): 3 clusters
  Score: Raw -45687.654855 + Penalty 1980.410175 = -43707.244680
  nChanged 11
		SP:Iteration 3Q (138035.000000 sec): 3 clusters
  Score: Raw -45711.040069 + Penalty 1980.410175 = -43730.629894
  nChanged 9
		SP:Iteration 4Q (138035.190000 sec): 3 clusters
  Score: Raw -45725.770664 + Penalty 1980.410175 = -43745.360489
  nChanged 7
		SP:Iteration 5Q (138035.370000 sec): 3 clusters
  Score: Raw -45735.566681 + Penalty 1980.410175 = -43755.156506
  nChanged 4
		SP:Iteration 6Q (138035.620000 sec): 3 clusters
  Score: Raw -45742.026986 + Penalty 1980.410175 = -43761.616811
  nChanged 4
		SP:Iteration 7Q (138035.850000 sec): 3 clusters
  Score: Raw -45744.914554 + Penalty 1980.410175 = -43764.504379
  nChanged 1
		SP:Iteration 8Q (138036.020000 sec): 3 clusters
  Score: Raw -45747.152133 + Penalty 1980.410175 = -43766.741958
  nChanged 1
		SP:Iteration 9Q (138036.270000 sec): 3 clusters
  Score: Raw -45748.469620 + Penalty 1980.410175 = -43768.059444
  nChanged 1
		SP:Iteration 10Q (138036.460000 sec): 3 clusters
  Score: Raw -45749.020462 + Penalty 1980.410175 = -43768.610286
  nChanged 0
		SP:Iteration 11F (138036.660000 sec): 3 clusters
  Score: Raw -45749.020462 + Penalty 1980.410175 = -43768.610286
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138036.760000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138037.020000 sec): 3 clusters
  Score: Raw -105937.431962 + Penalty 2277.764184 = -103659.667778
  nChanged 328
		SP:Iteration 1F (138037.170000 sec): 3 clusters
  Score: Raw -106227.819821 + Penalty 2277.764184 = -103950.055637
  nChanged 92
		SP:Iteration 2F (138037.380000 sec): 3 clusters
  Score: Raw -106370.469710 + Penalty 2277.764184 = -104092.705526
  nChanged 71
		SP:Iteration 3F (138037.600000 sec): 3 clusters
  Score: Raw -106494.613569 + Penalty 2277.764184 = -104216.849385
  nChanged 66
		SP:Iteration 4F (138037.810000 sec): 3 clusters
  Score: Raw -106587.845595 + Penalty 2277.764184 = -104310.081411
  nChanged 48
		SP:Iteration 5Q (138037.990000 sec): 3 clusters
  Score: Raw -106648.034098 + Penalty 2277.764184 = -104370.269914
  nChanged 34
		SP:Iteration 6Q (138038.170000 sec): 3 clusters
  Score: Raw -106685.309747 + Penalty 2277.764184 = -104407.545563
  nChanged 25
		SP:Iteration 7Q (138038.410000 sec): 3 clusters
  Score: Raw -106712.138897 + Penalty 2277.764184 = -104434.374713
  nChanged 22
		SP:Iteration 8Q (138038.610000 sec): 3 clusters
  Score: Raw -106736.401340 + Penalty 2277.764184 = -104458.637156
  nChanged 19
		SP:Iteration 9Q (138038.760000 sec): 3 clusters
  Score: Raw -106762.186916 + Penalty 2277.764184 = -104484.422732
  nChanged 20
		SP:Iteration 10Q (138038.930000 sec): 3 clusters
  Score: Raw -106784.648198 + Penalty 2277.764184 = -104506.884014
  nChanged 10
		SP:Iteration 11Q (138039.110000 sec): 3 clusters
  Score: Raw -106794.909835 + Penalty 2277.764184 = -104517.145650
  nChanged 8
		SP:Iteration 12Q (138039.290000 sec): 3 clusters
  Score: Raw -106801.177614 + Penalty 2277.764184 = -104523.413430
  nChanged 6
		SP:Iteration 13Q (138039.430000 sec): 3 clusters
  Score: Raw -106808.312784 + Penalty 2277.764184 = -104530.548599
  nChanged 6
		SP:Iteration 14Q (138039.610000 sec): 3 clusters
  Score: Raw -106816.103349 + Penalty 2277.764184 = -104538.339165
  nChanged 5
		SP:Iteration 15Q (138039.750000 sec): 3 clusters
  Score: Raw -106820.761560 + Penalty 2277.764184 = -104542.997375
  nChanged 4
		SP:Iteration 16Q (138039.900000 sec): 3 clusters
  Score: Raw -106824.575440 + Penalty 2277.764184 = -104546.811255
  nChanged 4
		SP:Iteration 17Q (138040.090000 sec): 3 clusters
  Score: Raw -106827.309714 + Penalty 2277.764184 = -104549.545530
  nChanged 4
		SP:Iteration 18Q (138040.250000 sec): 3 clusters
  Score: Raw -106834.496706 + Penalty 2277.764184 = -104556.732522
  nChanged 5
		SP:Iteration 19Q (138040.450000 sec): 3 clusters
  Score: Raw -106838.321857 + Penalty 2277.764184 = -104560.557673
  nChanged 2
		SP:Iteration 20F (138040.650000 sec): 3 clusters
  Score: Raw -106839.936373 + Penalty 2277.764184 = -104562.172189
  nChanged 1
		SP:Iteration 21Q (138040.870000 sec): 3 clusters
  Score: Raw -106840.499184 + Penalty 2277.764184 = -104562.734999
  nChanged 0
		SP:Iteration 22F (138041.100000 sec): 3 clusters
  Score: Raw -106840.499184 + Penalty 2277.764184 = -104562.734999
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138041.270000 sec): 2 clusters
  Score: Raw -1393727.149741 + Penalty 1545.266651 = -1392181.883091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138041.560000 sec): 3 clusters
  Score: Raw -1385840.040314 + Penalty 3090.533302 = -1382749.507013
  nChanged 5923
		SP:Iteration 1F (138041.860000 sec): 3 clusters
  Score: Raw -1389264.901280 + Penalty 3090.533302 = -1386174.367979
  nChanged 936
		SP:Iteration 2F (138042.090000 sec): 3 clusters
  Score: Raw -1389831.172937 + Penalty 3090.533302 = -1386740.639635
  nChanged 1002
		SP:Iteration 3F (138042.330000 sec): 3 clusters
  Score: Raw -1390524.072671 + Penalty 3090.533302 = -1387433.539369
  nChanged 986
		SP:Iteration 4F (138042.570000 sec): 3 clusters
  Score: Raw -1391190.084556 + Penalty 3090.533302 = -1388099.551254
  nChanged 851
		SP:Iteration 5F (138042.820000 sec): 3 clusters
  Score: Raw -1391706.674969 + Penalty 3090.533302 = -1388616.141668
  nChanged 669
		SP:Iteration 6Q (138043.070000 sec): 3 clusters
  Score: Raw -1392123.316453 + Penalty 3090.533302 = -1389032.783152
  nChanged 581
		SP:Iteration 7Q (138043.300000 sec): 3 clusters
  Score: Raw -1392481.795106 + Penalty 3090.533302 = -1389391.261805
  nChanged 436
		SP:Iteration 8Q (138043.590000 sec): 3 clusters
  Score: Raw -1392778.519152 + Penalty 3090.533302 = -1389687.985850
  nChanged 359
		SP:Iteration 9Q (138043.830000 sec): 3 clusters
  Score: Raw -1393045.671756 + Penalty 3090.533302 = -1389955.138455
  nChanged 323
		SP:Iteration 10Q (138044.060000 sec): 3 clusters
  Score: Raw -1393344.663611 + Penalty 3090.533302 = -1390254.130309
  nChanged 286
		SP:Iteration 11Q (138044.290000 sec): 3 clusters
  Score: Raw -1393618.281164 + Penalty 3090.533302 = -1390527.747862
  nChanged 212
		SP:Iteration 12Q (138044.560000 sec): 3 clusters
  Score: Raw -1393802.264492 + Penalty 3090.533302 = -1390711.731190
  nChanged 148
		SP:Iteration 13Q (138044.860000 sec): 3 clusters
  Score: Raw -1393923.198680 + Penalty 3090.533302 = -1390832.665378
  nChanged 118
		SP:Iteration 14Q (138045.110000 sec): 3 clusters
  Score: Raw -1393991.203479 + Penalty 3090.533302 = -1390900.670178
  nChanged 83
		SP:Iteration 15Q (138045.390000 sec): 3 clusters
  Score: Raw -1394040.230592 + Penalty 3090.533302 = -1390949.697290
  nChanged 74
		SP:Iteration 16Q (138045.630000 sec): 3 clusters
  Score: Raw -1394080.530721 + Penalty 3090.533302 = -1390989.997420
  nChanged 65
		SP:Iteration 17Q (138045.950000 sec): 3 clusters
  Score: Raw -1394120.123835 + Penalty 3090.533302 = -1391029.590534
  nChanged 42
		SP:Iteration 18Q (138046.200000 sec): 3 clusters
  Score: Raw -1394137.544101 + Penalty 3090.533302 = -1391047.010799
  nChanged 39
		SP:Iteration 19Q (138046.450000 sec): 3 clusters
  Score: Raw -1394155.036437 + Penalty 3090.533302 = -1391064.503135
  nChanged 44
		SP:Iteration 20F (138046.720000 sec): 3 clusters
  Score: Raw -1394178.098676 + Penalty 3090.533302 = -1391087.565375
  nChanged 39
		SP:Iteration 21Q (138047.020000 sec): 3 clusters
  Score: Raw -1394196.936491 + Penalty 3090.533302 = -1391106.403189
  nChanged 32
		SP:Iteration 22Q (138047.340000 sec): 3 clusters
  Score: Raw -1394208.774014 + Penalty 3090.533302 = -1391118.240712
  nChanged 30
		SP:Iteration 23Q (138047.610000 sec): 3 clusters
  Score: Raw -1394219.722986 + Penalty 3090.533302 = -1391129.189685
  nChanged 19
		SP:Iteration 24Q (138047.850000 sec): 3 clusters
  Score: Raw -1394229.418837 + Penalty 3090.533302 = -1391138.885535
  nChanged 21
		SP:Iteration 25Q (138048.150000 sec): 3 clusters
  Score: Raw -1394240.472660 + Penalty 3090.533302 = -1391149.939359
  nChanged 28
		SP:Iteration 26Q (138048.400000 sec): 3 clusters
  Score: Raw -1394254.815222 + Penalty 3090.533302 = -1391164.281920
  nChanged 24
		SP:Iteration 27Q (138048.660000 sec): 3 clusters
  Score: Raw -1394265.884944 + Penalty 3090.533302 = -1391175.351642
  nChanged 18
		SP:Iteration 28Q (138048.910000 sec): 3 clusters
  Score: Raw -1394276.970293 + Penalty 3090.533302 = -1391186.436991
  nChanged 18
		SP:Iteration 29Q (138049.170000 sec): 3 clusters
  Score: Raw -1394285.326017 + Penalty 3090.533302 = -1391194.792716
  nChanged 17
		SP:Iteration 30Q (138049.410000 sec): 3 clusters
  Score: Raw -1394291.406330 + Penalty 3090.533302 = -1391200.873028
  nChanged 14
		SP:Iteration 31Q (138049.620000 sec): 3 clusters
  Score: Raw -1394297.069549 + Penalty 3090.533302 = -1391206.536247
  nChanged 8
		SP:Iteration 32Q (138049.850000 sec): 3 clusters
  Score: Raw -1394299.938845 + Penalty 3090.533302 = -1391209.405544
  nChanged 8
		SP:Iteration 33Q (138050.050000 sec): 3 clusters
  Score: Raw -1394303.103288 + Penalty 3090.533302 = -1391212.569987
  nChanged 7
		SP:Iteration 34Q (138050.280000 sec): 3 clusters
  Score: Raw -1394306.148152 + Penalty 3090.533302 = -1391215.614850
  nChanged 7
		SP:Iteration 35Q (138050.480000 sec): 3 clusters
  Score: Raw -1394308.625931 + Penalty 3090.533302 = -1391218.092629
  nChanged 9
		SP:Iteration 36Q (138050.730000 sec): 3 clusters
  Score: Raw -1394312.560150 + Penalty 3090.533302 = -1391222.026849
  nChanged 8
		SP:Iteration 37Q (138050.990000 sec): 3 clusters
  Score: Raw -1394315.788057 + Penalty 3090.533302 = -1391225.254755
  nChanged 9
		SP:Iteration 38Q (138051.220000 sec): 3 clusters
  Score: Raw -1394318.251160 + Penalty 3090.533302 = -1391227.717858
  nChanged 5
		SP:Iteration 39Q (138051.500000 sec): 3 clusters
  Score: Raw -1394320.618294 + Penalty 3090.533302 = -1391230.084993
  nChanged 7
		SP:Iteration 40F (138051.730000 sec): 3 clusters
  Score: Raw -1394323.566156 + Penalty 3090.533302 = -1391233.032855
  nChanged 8
		SP:Iteration 41Q (138052.000000 sec): 3 clusters
  Score: Raw -1394326.975945 + Penalty 3090.533302 = -1391236.442643
  nChanged 9
		SP:Iteration 42Q (138052.190000 sec): 3 clusters
  Score: Raw -1394331.368307 + Penalty 3090.533302 = -1391240.835005
  nChanged 8
		SP:Iteration 43Q (138052.440000 sec): 3 clusters
  Score: Raw -1394334.395304 + Penalty 3090.533302 = -1391243.862003
  nChanged 5
		SP:Iteration 44Q (138052.710000 sec): 3 clusters
  Score: Raw -1394337.398955 + Penalty 3090.533302 = -1391246.865654
  nChanged 8
		SP:Iteration 45Q (138052.960000 sec): 3 clusters
  Score: Raw -1394343.249742 + Penalty 3090.533302 = -1391252.716440
  nChanged 11
		SP:Iteration 46Q (138053.230000 sec): 3 clusters
  Score: Raw -1394349.759035 + Penalty 3090.533302 = -1391259.225734
  nChanged 11
		SP:Iteration 47Q (138053.420000 sec): 3 clusters
  Score: Raw -1394355.673418 + Penalty 3090.533302 = -1391265.140117
  nChanged 10
		SP:Iteration 48Q (138053.650000 sec): 3 clusters
  Score: Raw -1394360.456067 + Penalty 3090.533302 = -1391269.922765
  nChanged 12
		SP:Iteration 49Q (138053.880000 sec): 3 clusters
  Score: Raw -1394365.565305 + Penalty 3090.533302 = -1391275.032004
  nChanged 7
		SP:Iteration 50Q (138054.170000 sec): 3 clusters
  Score: Raw -1394368.759405 + Penalty 3090.533302 = -1391278.226103
  nChanged 11
		SP:Iteration 51Q (138054.410000 sec): 3 clusters
  Score: Raw -1394374.716676 + Penalty 3090.533302 = -1391284.183374
  nChanged 8
		SP:Iteration 52Q (138054.720000 sec): 3 clusters
  Score: Raw -1394380.826954 + Penalty 3090.533302 = -1391290.293652
  nChanged 12
		SP:Iteration 53Q (138055.000000 sec): 3 clusters
  Score: Raw -1394388.511325 + Penalty 3090.533302 = -1391297.978023
  nChanged 9
		SP:Iteration 54Q (138055.240000 sec): 3 clusters
  Score: Raw -1394393.928504 + Penalty 3090.533302 = -1391303.395203
  nChanged 10
		SP:Iteration 55Q (138055.530000 sec): 3 clusters
  Score: Raw -1394398.547511 + Penalty 3090.533302 = -1391308.014210
  nChanged 3
		SP:Iteration 56Q (138055.760000 sec): 3 clusters
  Score: Raw -1394399.597959 + Penalty 3090.533302 = -1391309.064657
  nChanged 3
		SP:Iteration 57Q (138056.050000 sec): 3 clusters
  Score: Raw -1394399.997172 + Penalty 3090.533302 = -1391309.463870
  nChanged 1
		SP:Iteration 58Q (138056.300000 sec): 3 clusters
  Score: Raw -1394400.521995 + Penalty 3090.533302 = -1391309.988694
  nChanged 2
		SP:Iteration 59Q (138056.530000 sec): 3 clusters
  Score: Raw -1394401.199680 + Penalty 3090.533302 = -1391310.666378
  nChanged 1
		SP:Iteration 60F (138056.750000 sec): 3 clusters
  Score: Raw -1394401.648042 + Penalty 3090.533302 = -1391311.114740
  nChanged 1
		SP:Iteration 61Q (138057.030000 sec): 3 clusters
  Score: Raw -1394402.286907 + Penalty 3090.533302 = -1391311.753606
  nChanged 1
		SP:Iteration 62Q (138057.280000 sec): 3 clusters
  Score: Raw -1394402.680276 + Penalty 3090.533302 = -1391312.146975
  nChanged 0
		SP:Iteration 63F (138057.590000 sec): 3 clusters
  Score: Raw -1394402.680276 + Penalty 3090.533302 = -1391312.146975
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138057.690000 sec): 2 clusters
  Score: Raw -105461.016671 + Penalty 1143.659719 = -104317.356952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138057.910000 sec): 3 clusters
  Score: Raw -105129.281038 + Penalty 2287.319438 = -102841.961600
  nChanged 360
		SP:Iteration 1F (138058.090000 sec): 3 clusters
  Score: Raw -105526.674558 + Penalty 2287.319438 = -103239.355120
  nChanged 137
		SP:Iteration 2F (138058.290000 sec): 3 clusters
  Score: Raw -105766.411350 + Penalty 2287.319438 = -103479.091912
  nChanged 87
		SP:Iteration 3F (138058.460000 sec): 3 clusters
  Score: Raw -105917.944851 + Penalty 2287.319438 = -103630.625413
  nChanged 52
		SP:Iteration 4Q (138058.630000 sec): 3 clusters
  Score: Raw -106005.820513 + Penalty 2287.319438 = -103718.501075
  nChanged 37
		SP:Iteration 5Q (138058.830000 sec): 3 clusters
  Score: Raw -106060.663561 + Penalty 2287.319438 = -103773.344123
  nChanged 27
		SP:Iteration 6Q (138059.010000 sec): 3 clusters
  Score: Raw -106092.695369 + Penalty 2287.319438 = -103805.375931
  nChanged 24
		SP:Iteration 7Q (138059.240000 sec): 3 clusters
  Score: Raw -106120.413926 + Penalty 2287.319438 = -103833.094488
  nChanged 15
		SP:Iteration 8Q (138059.410000 sec): 3 clusters
  Score: Raw -106140.703643 + Penalty 2287.319438 = -103853.384204
  nChanged 11
		SP:Iteration 9Q (138059.660000 sec): 3 clusters
  Score: Raw -106158.455984 + Penalty 2287.319438 = -103871.136546
  nChanged 9
		SP:Iteration 10Q (138059.800000 sec): 3 clusters
  Score: Raw -106165.753489 + Penalty 2287.319438 = -103878.434051
  nChanged 6
		SP:Iteration 11Q (138059.970000 sec): 3 clusters
  Score: Raw -106170.055372 + Penalty 2287.319438 = -103882.735934
  nChanged 3
		SP:Iteration 12Q (138060.160000 sec): 3 clusters
  Score: Raw -106171.849589 + Penalty 2287.319438 = -103884.530151
  nChanged 3
		SP:Iteration 13Q (138060.370000 sec): 3 clusters
  Score: Raw -106173.348728 + Penalty 2287.319438 = -103886.029290
  nChanged 4
		SP:Iteration 14Q (138060.540000 sec): 3 clusters
  Score: Raw -106176.547942 + Penalty 2287.319438 = -103889.228504
  nChanged 3
		SP:Iteration 15Q (138060.710000 sec): 3 clusters
  Score: Raw -106181.317362 + Penalty 2287.319438 = -103893.997924
  nChanged 0
		SP:Iteration 16F (138060.830000 sec): 3 clusters
  Score: Raw -106181.317362 + Penalty 2287.319438 = -103893.997924
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138061.040000 sec): 2 clusters
  Score: Raw -2340500.502858 + Penalty 1628.196262 = -2338872.306596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138061.290000 sec): 3 clusters
  Score: Raw -2326980.209297 + Penalty 3256.392525 = -2323723.816772
  nChanged 10166
		SP:Iteration 1F (138061.580000 sec): 3 clusters
  Score: Raw -2332405.578380 + Penalty 3256.392525 = -2329149.185855
  nChanged 1139
		SP:Iteration 2F (138061.840000 sec): 3 clusters
  Score: Raw -2332832.715362 + Penalty 3256.392525 = -2329576.322837
  nChanged 1100
		SP:Iteration 3Q (138062.120000 sec): 3 clusters
  Score: Raw -2333270.859911 + Penalty 3256.392525 = -2330014.467386
  nChanged 1096
		SP:Iteration 4Q (138062.430000 sec): 3 clusters
  Score: Raw -2333764.290010 + Penalty 3256.392525 = -2330507.897485
  nChanged 1116
		SP:Iteration 5Q (138062.710000 sec): 3 clusters
  Score: Raw -2334273.517075 + Penalty 3256.392525 = -2331017.124550
  nChanged 1119
		SP:Iteration 6Q (138062.980000 sec): 3 clusters
  Score: Raw -2334840.892011 + Penalty 3256.392525 = -2331584.499486
  nChanged 1141
		SP:Iteration 7F (138063.270000 sec): 3 clusters
  Score: Raw -2335526.256958 + Penalty 3256.392525 = -2332269.864434
  nChanged 1195
		SP:Iteration 8F (138063.590000 sec): 3 clusters
  Score: Raw -2336266.425230 + Penalty 3256.392525 = -2333010.032705
  nChanged 1121
		SP:Iteration 9Q (138063.820000 sec): 3 clusters
  Score: Raw -2336944.237685 + Penalty 3256.392525 = -2333687.845161
  nChanged 936
		SP:Iteration 10Q (138064.190000 sec): 3 clusters
  Score: Raw -2337456.666495 + Penalty 3256.392525 = -2334200.273970
  nChanged 751
		SP:Iteration 11Q (138064.400000 sec): 3 clusters
  Score: Raw -2337801.181769 + Penalty 3256.392525 = -2334544.789244
  nChanged 604
		SP:Iteration 12Q (138064.690000 sec): 3 clusters
  Score: Raw -2338012.551894 + Penalty 3256.392525 = -2334756.159369
  nChanged 446
		SP:Iteration 13Q (138064.980000 sec): 3 clusters
  Score: Raw -2338166.701322 + Penalty 3256.392525 = -2334910.308798
  nChanged 353
		SP:Iteration 14Q (138065.300000 sec): 3 clusters
  Score: Raw -2338275.591562 + Penalty 3256.392525 = -2335019.199037
  nChanged 282
		SP:Iteration 15Q (138065.580000 sec): 3 clusters
  Score: Raw -2338353.730539 + Penalty 3256.392525 = -2335097.338015
  nChanged 260
		SP:Iteration 16Q (138065.820000 sec): 3 clusters
  Score: Raw -2338416.350186 + Penalty 3256.392525 = -2335159.957661
  nChanged 238
		SP:Iteration 17Q (138066.140000 sec): 3 clusters
  Score: Raw -2338474.302864 + Penalty 3256.392525 = -2335217.910340
  nChanged 213
		SP:Iteration 18Q (138066.360000 sec): 3 clusters
  Score: Raw -2338525.376200 + Penalty 3256.392525 = -2335268.983676
  nChanged 210
		SP:Iteration 19Q (138066.630000 sec): 3 clusters
  Score: Raw -2338579.594223 + Penalty 3256.392525 = -2335323.201698
  nChanged 222
		SP:Iteration 20F (138066.930000 sec): 3 clusters
  Score: Raw -2338640.921500 + Penalty 3256.392525 = -2335384.528975
  nChanged 223
		SP:Iteration 21Q (138067.230000 sec): 3 clusters
  Score: Raw -2338699.125597 + Penalty 3256.392525 = -2335442.733073
  nChanged 218
		SP:Iteration 22Q (138067.500000 sec): 3 clusters
  Score: Raw -2338751.736129 + Penalty 3256.392525 = -2335495.343604
  nChanged 202
		SP:Iteration 23Q (138067.790000 sec): 3 clusters
  Score: Raw -2338802.682206 + Penalty 3256.392525 = -2335546.289681
  nChanged 201
		SP:Iteration 24Q (138068.070000 sec): 3 clusters
  Score: Raw -2338849.669333 + Penalty 3256.392525 = -2335593.276808
  nChanged 201
		SP:Iteration 25Q (138068.350000 sec): 3 clusters
  Score: Raw -2338901.153126 + Penalty 3256.392525 = -2335644.760601
  nChanged 205
		SP:Iteration 26Q (138068.680000 sec): 3 clusters
  Score: Raw -2338957.659198 + Penalty 3256.392525 = -2335701.266674
  nChanged 206
		SP:Iteration 27Q (138068.960000 sec): 3 clusters
  Score: Raw -2339017.191469 + Penalty 3256.392525 = -2335760.798945
  nChanged 231
		SP:Iteration 28Q (138069.240000 sec): 3 clusters
  Score: Raw -2339090.540020 + Penalty 3256.392525 = -2335834.147495
  nChanged 226
		SP:Iteration 29Q (138069.560000 sec): 3 clusters
  Score: Raw -2339166.501758 + Penalty 3256.392525 = -2335910.109233
  nChanged 212
		SP:Iteration 30Q (138069.900000 sec): 3 clusters
  Score: Raw -2339239.533684 + Penalty 3256.392525 = -2335983.141160
  nChanged 236
		SP:Iteration 31Q (138070.170000 sec): 3 clusters
  Score: Raw -2339338.062997 + Penalty 3256.392525 = -2336081.670473
  nChanged 220
		SP:Iteration 32Q (138070.450000 sec): 3 clusters
  Score: Raw -2339433.342505 + Penalty 3256.392525 = -2336176.949981
  nChanged 222
		SP:Iteration 33Q (138070.700000 sec): 3 clusters
  Score: Raw -2339541.806784 + Penalty 3256.392525 = -2336285.414259
  nChanged 238
		SP:Iteration 34Q (138070.990000 sec): 3 clusters
  Score: Raw -2339691.007887 + Penalty 3256.392525 = -2336434.615363
  nChanged 254
		SP:Iteration 35Q (138071.260000 sec): 3 clusters
  Score: Raw -2339833.735401 + Penalty 3256.392525 = -2336577.342876
  nChanged 222
		SP:Iteration 36Q (138071.520000 sec): 3 clusters
  Score: Raw -2339927.640716 + Penalty 3256.392525 = -2336671.248191
  nChanged 213
		SP:Iteration 37Q (138071.860000 sec): 3 clusters
  Score: Raw -2340003.520974 + Penalty 3256.392525 = -2336747.128449
  nChanged 167
		SP:Iteration 38Q (138072.160000 sec): 3 clusters
  Score: Raw -2340053.574653 + Penalty 3256.392525 = -2336797.182128
  nChanged 152
		SP:Iteration 39Q (138072.430000 sec): 3 clusters
  Score: Raw -2340103.483493 + Penalty 3256.392525 = -2336847.090969
  nChanged 165
		SP:Iteration 40F (138072.700000 sec): 3 clusters
  Score: Raw -2340159.687221 + Penalty 3256.392525 = -2336903.294696
  nChanged 159
		SP:Iteration 41Q (138073.030000 sec): 3 clusters
  Score: Raw -2340205.978603 + Penalty 3256.392525 = -2336949.586078
  nChanged 131
		SP:Iteration 42Q (138073.300000 sec): 3 clusters
  Score: Raw -2340239.771098 + Penalty 3256.392525 = -2336983.378573
  nChanged 124
		SP:Iteration 43Q (138073.580000 sec): 3 clusters
  Score: Raw -2340273.421759 + Penalty 3256.392525 = -2337017.029234
  nChanged 107
		SP:Iteration 44Q (138073.910000 sec): 3 clusters
  Score: Raw -2340300.162509 + Penalty 3256.392525 = -2337043.769984
  nChanged 91
		SP:Iteration 45Q (138074.190000 sec): 3 clusters
  Score: Raw -2340322.201460 + Penalty 3256.392525 = -2337065.808936
  nChanged 107
		SP:Iteration 46Q (138074.470000 sec): 3 clusters
  Score: Raw -2340351.109880 + Penalty 3256.392525 = -2337094.717355
  nChanged 112
		SP:Iteration 47Q (138074.820000 sec): 3 clusters
  Score: Raw -2340382.730851 + Penalty 3256.392525 = -2337126.338327
  nChanged 108
		SP:Iteration 48Q (138075.110000 sec): 3 clusters
  Score: Raw -2340414.151610 + Penalty 3256.392525 = -2337157.759085
  nChanged 117
		SP:Iteration 49Q (138075.450000 sec): 3 clusters
  Score: Raw -2340452.370630 + Penalty 3256.392525 = -2337195.978106
  nChanged 111
		SP:Iteration 50Q (138075.700000 sec): 3 clusters
  Score: Raw -2340490.925304 + Penalty 3256.392525 = -2337234.532780
  nChanged 103
		SP:Iteration 51Q (138075.980000 sec): 3 clusters
  Score: Raw -2340528.653830 + Penalty 3256.392525 = -2337272.261305
  nChanged 110
		SP:Iteration 52Q (138076.240000 sec): 3 clusters
  Score: Raw -2340567.664432 + Penalty 3256.392525 = -2337311.271907
  nChanged 97
		SP:Iteration 53Q (138076.500000 sec): 3 clusters
  Score: Raw -2340601.646412 + Penalty 3256.392525 = -2337345.253887
  nChanged 96
		SP:Iteration 54Q (138076.770000 sec): 3 clusters
  Score: Raw -2340634.240506 + Penalty 3256.392525 = -2337377.847981
  nChanged 90
		SP:Iteration 55Q (138077.040000 sec): 3 clusters
  Score: Raw -2340666.845677 + Penalty 3256.392525 = -2337410.453152
  nChanged 77
		SP:Iteration 56Q (138077.340000 sec): 3 clusters
  Score: Raw -2340692.024061 + Penalty 3256.392525 = -2337435.631536
  nChanged 62
		SP:Iteration 57Q (138077.640000 sec): 3 clusters
  Score: Raw -2340711.819548 + Penalty 3256.392525 = -2337455.427024
  nChanged 57
		SP:Iteration 58Q (138077.930000 sec): 3 clusters
  Score: Raw -2340729.130488 + Penalty 3256.392525 = -2337472.737964
  nChanged 56
		SP:Iteration 59Q (138078.250000 sec): 3 clusters
  Score: Raw -2340745.572411 + Penalty 3256.392525 = -2337489.179887
  nChanged 54
		SP:Iteration 60F (138078.560000 sec): 3 clusters
  Score: Raw -2340763.198026 + Penalty 3256.392525 = -2337506.805501
  nChanged 44
		SP:Iteration 61Q (138078.860000 sec): 3 clusters
  Score: Raw -2340777.142409 + Penalty 3256.392525 = -2337520.749884
  nChanged 35
		SP:Iteration 62Q (138079.200000 sec): 3 clusters
  Score: Raw -2340789.476807 + Penalty 3256.392525 = -2337533.084282
  nChanged 31
		SP:Iteration 63Q (138079.500000 sec): 3 clusters
  Score: Raw -2340798.920184 + Penalty 3256.392525 = -2337542.527659
  nChanged 27
		SP:Iteration 64Q (138079.830000 sec): 3 clusters
  Score: Raw -2340807.690231 + Penalty 3256.392525 = -2337551.297707
  nChanged 29
		SP:Iteration 65Q (138080.100000 sec): 3 clusters
  Score: Raw -2340816.882749 + Penalty 3256.392525 = -2337560.490225
  nChanged 17
		SP:Iteration 66Q (138080.400000 sec): 3 clusters
  Score: Raw -2340822.014983 + Penalty 3256.392525 = -2337565.622458
  nChanged 22
		SP:Iteration 67Q (138080.740000 sec): 3 clusters
  Score: Raw -2340828.395251 + Penalty 3256.392525 = -2337572.002726
  nChanged 20
		SP:Iteration 68Q (138081.050000 sec): 3 clusters
  Score: Raw -2340834.765349 + Penalty 3256.392525 = -2337578.372824
  nChanged 26
		SP:Iteration 69Q (138081.400000 sec): 3 clusters
  Score: Raw -2340842.024957 + Penalty 3256.392525 = -2337585.632432
  nChanged 23
		SP:Iteration 70Q (138081.710000 sec): 3 clusters
  Score: Raw -2340848.084478 + Penalty 3256.392525 = -2337591.691953
  nChanged 14
		SP:Iteration 71Q (138082.000000 sec): 3 clusters
  Score: Raw -2340851.722375 + Penalty 3256.392525 = -2337595.329850
  nChanged 14
		SP:Iteration 72Q (138082.320000 sec): 3 clusters
  Score: Raw -2340855.567884 + Penalty 3256.392525 = -2337599.175359
  nChanged 12
		SP:Iteration 73Q (138082.600000 sec): 3 clusters
  Score: Raw -2340859.614971 + Penalty 3256.392525 = -2337603.222446
  nChanged 10
		SP:Iteration 74Q (138082.910000 sec): 3 clusters
  Score: Raw -2340862.545763 + Penalty 3256.392525 = -2337606.153239
  nChanged 9
		SP:Iteration 75Q (138083.160000 sec): 3 clusters
  Score: Raw -2340866.007479 + Penalty 3256.392525 = -2337609.614954
  nChanged 8
		SP:Iteration 76Q (138083.520000 sec): 3 clusters
  Score: Raw -2340869.968940 + Penalty 3256.392525 = -2337613.576416
  nChanged 8
		SP:Iteration 77Q (138083.790000 sec): 3 clusters
  Score: Raw -2340872.901749 + Penalty 3256.392525 = -2337616.509224
  nChanged 9
		SP:Iteration 78Q (138084.060000 sec): 3 clusters
  Score: Raw -2340875.351791 + Penalty 3256.392525 = -2337618.959266
  nChanged 5
		SP:Iteration 79Q (138084.310000 sec): 3 clusters
  Score: Raw -2340876.887294 + Penalty 3256.392525 = -2337620.494770
  nChanged 5
		SP:Iteration 80F (138084.630000 sec): 3 clusters
  Score: Raw -2340878.654581 + Penalty 3256.392525 = -2337622.262056
  nChanged 8
		SP:Iteration 81Q (138084.930000 sec): 3 clusters
  Score: Raw -2340880.804167 + Penalty 3256.392525 = -2337624.411642
  nChanged 9
		SP:Iteration 82Q (138085.200000 sec): 3 clusters
  Score: Raw -2340882.791645 + Penalty 3256.392525 = -2337626.399121
  nChanged 6
		SP:Iteration 83Q (138085.470000 sec): 3 clusters
  Score: Raw -2340885.508435 + Penalty 3256.392525 = -2337629.115910
  nChanged 2
		SP:Iteration 84Q (138085.720000 sec): 3 clusters
  Score: Raw -2340886.321733 + Penalty 3256.392525 = -2337629.929208
  nChanged 5
		SP:Iteration 85Q (138085.980000 sec): 3 clusters
  Score: Raw -2340887.374757 + Penalty 3256.392525 = -2337630.982232
  nChanged 4
		SP:Iteration 86Q (138086.260000 sec): 3 clusters
  Score: Raw -2340888.812521 + Penalty 3256.392525 = -2337632.419996
  nChanged 5
		SP:Iteration 87Q (138086.550000 sec): 3 clusters
  Score: Raw -2340890.360139 + Penalty 3256.392525 = -2337633.967614
  nChanged 4
		SP:Iteration 88Q (138086.870000 sec): 3 clusters
  Score: Raw -2340891.149553 + Penalty 3256.392525 = -2337634.757029
  nChanged 3
		SP:Iteration 89Q (138087.150000 sec): 3 clusters
  Score: Raw -2340891.861275 + Penalty 3256.392525 = -2337635.468751
  nChanged 0
		SP:Iteration 90F (138087.430000 sec): 3 clusters
  Score: Raw -2340891.861275 + Penalty 3256.392525 = -2337635.468751
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138087.550000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138087.760000 sec): 3 clusters
  Score: Raw -21790.184011 + Penalty 1779.850654 = -20010.333357
  nChanged 40
		SP:Iteration 1F (138087.940000 sec): 3 clusters
  Score: Raw -21885.045799 + Penalty 1779.850654 = -20105.195145
  nChanged 9
		SP:Iteration 2Q (138088.160000 sec): 3 clusters
  Score: Raw -21930.783711 + Penalty 1779.850654 = -20150.933057
  nChanged 7
		SP:Iteration 3Q (138088.390000 sec): 3 clusters
  Score: Raw -21957.410518 + Penalty 1779.850654 = -20177.559864
  nChanged 6
		SP:Iteration 4Q (138088.620000 sec): 3 clusters
  Score: Raw -21974.062730 + Penalty 1779.850654 = -20194.212076
  nChanged 1
		SP:Iteration 5Q (138088.800000 sec): 3 clusters
  Score: Raw -21974.800858 + Penalty 1779.850654 = -20194.950204
  nChanged 0
		SP:Iteration 6F (138089.020000 sec): 3 clusters
  Score: Raw -21974.800858 + Penalty 1779.850654 = -20194.950204
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138089.340000 sec): 2 clusters
  Score: Raw -3918799.179181 + Penalty 1701.783857 = -3917097.395324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138089.780000 sec): 3 clusters
  Score: Raw -3896802.039333 + Penalty 3403.567714 = -3893398.471618
  nChanged 16296
		SP:Iteration 1F (138090.140000 sec): 3 clusters
  Score: Raw -3905832.022957 + Penalty 3403.567714 = -3902428.455242
  nChanged 1339
		SP:Iteration 2Q (138090.500000 sec): 3 clusters
  Score: Raw -3906194.094621 + Penalty 3403.567714 = -3902790.526907
  nChanged 1298
		SP:Iteration 3Q (138090.870000 sec): 3 clusters
  Score: Raw -3906560.241616 + Penalty 3403.567714 = -3903156.673901
  nChanged 1255
		SP:Iteration 4Q (138091.280000 sec): 3 clusters
  Score: Raw -3906969.953557 + Penalty 3403.567714 = -3903566.385842
  nChanged 1347
		SP:Iteration 5Q (138091.670000 sec): 3 clusters
  Score: Raw -3907488.647362 + Penalty 3403.567714 = -3904085.079647
  nChanged 1450
		SP:Iteration 6Q (138092.020000 sec): 3 clusters
  Score: Raw -3908175.316667 + Penalty 3403.567714 = -3904771.748952
  nChanged 1640
		SP:Iteration 7Q (138092.420000 sec): 3 clusters
  Score: Raw -3909133.304399 + Penalty 3403.567714 = -3905729.736684
  nChanged 1921
		SP:Iteration 8F (138092.720000 sec): 3 clusters
  Score: Raw -3910440.728771 + Penalty 3403.567714 = -3907037.161057
  nChanged 2049
		SP:Iteration 9F (138093.090000 sec): 3 clusters
  Score: Raw -3911904.878338 + Penalty 3403.567714 = -3908501.310624
  nChanged 1827
		SP:Iteration 10F (138093.380000 sec): 3 clusters
  Score: Raw -3912955.311527 + Penalty 3403.567714 = -3909551.743813
  nChanged 1357
		SP:Iteration 11Q (138093.800000 sec): 3 clusters
  Score: Raw -3913384.587001 + Penalty 3403.567714 = -3909981.019286
  nChanged 741
		SP:Iteration 12Q (138094.120000 sec): 3 clusters
  Score: Raw -3913516.862503 + Penalty 3403.567714 = -3910113.294788
  nChanged 378
		SP:Iteration 13Q (138094.490000 sec): 3 clusters
  Score: Raw -3913564.830139 + Penalty 3403.567714 = -3910161.262424
  nChanged 239
		SP:Iteration 14Q (138094.790000 sec): 3 clusters
  Score: Raw -3913591.764193 + Penalty 3403.567714 = -3910188.196479
  nChanged 203
		SP:Iteration 15Q (138095.150000 sec): 3 clusters
  Score: Raw -3913616.384012 + Penalty 3403.567714 = -3910212.816298
  nChanged 184
		SP:Iteration 16Q (138095.500000 sec): 3 clusters
  Score: Raw -3913637.200227 + Penalty 3403.567714 = -3910233.632513
  nChanged 184
		SP:Iteration 17Q (138095.810000 sec): 3 clusters
  Score: Raw -3913655.658295 + Penalty 3403.567714 = -3910252.090580
  nChanged 164
		SP:Iteration 18Q (138096.160000 sec): 3 clusters
  Score: Raw -3913672.650556 + Penalty 3403.567714 = -3910269.082842
  nChanged 145
		SP:Iteration 19Q (138096.530000 sec): 3 clusters
  Score: Raw -3913686.842144 + Penalty 3403.567714 = -3910283.274430
  nChanged 126
		SP:Iteration 20F (138096.940000 sec): 3 clusters
  Score: Raw -3913697.814402 + Penalty 3403.567714 = -3910294.246688
  nChanged 122
		SP:Iteration 21Q (138097.320000 sec): 3 clusters
  Score: Raw -3913706.897149 + Penalty 3403.567714 = -3910303.329434
  nChanged 115
		SP:Iteration 22Q (138097.670000 sec): 3 clusters
  Score: Raw -3913716.035817 + Penalty 3403.567714 = -3910312.468103
  nChanged 111
		SP:Iteration 23Q (138098.040000 sec): 3 clusters
  Score: Raw -3913724.110226 + Penalty 3403.567714 = -3910320.542512
  nChanged 99
		SP:Iteration 24Q (138098.450000 sec): 3 clusters
  Score: Raw -3913732.467942 + Penalty 3403.567714 = -3910328.900227
  nChanged 109
		SP:Iteration 25Q (138098.860000 sec): 3 clusters
  Score: Raw -3913741.939915 + Penalty 3403.567714 = -3910338.372201
  nChanged 106
		SP:Iteration 26Q (138099.250000 sec): 3 clusters
  Score: Raw -3913751.106013 + Penalty 3403.567714 = -3910347.538299
  nChanged 101
		SP:Iteration 27Q (138099.640000 sec): 3 clusters
  Score: Raw -3913759.453025 + Penalty 3403.567714 = -3910355.885311
  nChanged 89
		SP:Iteration 28Q (138100.010000 sec): 3 clusters
  Score: Raw -3913764.917767 + Penalty 3403.567714 = -3910361.350052
  nChanged 67
		SP:Iteration 29Q (138100.360000 sec): 3 clusters
  Score: Raw -3913767.933398 + Penalty 3403.567714 = -3910364.365684
  nChanged 53
		SP:Iteration 30Q (138100.750000 sec): 3 clusters
  Score: Raw -3913770.857105 + Penalty 3403.567714 = -3910367.289390
  nChanged 56
		SP:Iteration 31Q (138101.080000 sec): 3 clusters
  Score: Raw -3913774.316955 + Penalty 3403.567714 = -3910370.749240
  nChanged 60
		SP:Iteration 32Q (138101.480000 sec): 3 clusters
  Score: Raw -3913778.319018 + Penalty 3403.567714 = -3910374.751304
  nChanged 69
		SP:Iteration 33Q (138101.890000 sec): 3 clusters
  Score: Raw -3913783.013224 + Penalty 3403.567714 = -3910379.445509
  nChanged 70
		SP:Iteration 34Q (138102.300000 sec): 3 clusters
  Score: Raw -3913787.046613 + Penalty 3403.567714 = -3910383.478899
  nChanged 56
		SP:Iteration 35Q (138102.700000 sec): 3 clusters
  Score: Raw -3913789.912545 + Penalty 3403.567714 = -3910386.344831
  nChanged 55
		SP:Iteration 36Q (138103.110000 sec): 3 clusters
  Score: Raw -3913793.041601 + Penalty 3403.567714 = -3910389.473887
  nChanged 54
		SP:Iteration 37Q (138103.480000 sec): 3 clusters
  Score: Raw -3913796.439734 + Penalty 3403.567714 = -3910392.872019
  nChanged 66
		SP:Iteration 38Q (138103.840000 sec): 3 clusters
  Score: Raw -3913800.247600 + Penalty 3403.567714 = -3910396.679886
  nChanged 51
		SP:Iteration 39Q (138104.230000 sec): 3 clusters
  Score: Raw -3913802.917678 + Penalty 3403.567714 = -3910399.349964
  nChanged 43
		SP:Iteration 40F (138104.570000 sec): 3 clusters
  Score: Raw -3913805.003605 + Penalty 3403.567714 = -3910401.435891
  nChanged 40
		SP:Iteration 41Q (138104.940000 sec): 3 clusters
  Score: Raw -3913806.951155 + Penalty 3403.567714 = -3910403.383440
  nChanged 36
		SP:Iteration 42Q (138105.270000 sec): 3 clusters
  Score: Raw -3913808.527675 + Penalty 3403.567714 = -3910404.959961
  nChanged 31
		SP:Iteration 43Q (138105.640000 sec): 3 clusters
  Score: Raw -3913809.627015 + Penalty 3403.567714 = -3910406.059300
  nChanged 29
		SP:Iteration 44Q (138105.990000 sec): 3 clusters
  Score: Raw -3913810.796563 + Penalty 3403.567714 = -3910407.228849
  nChanged 29
		SP:Iteration 45Q (138106.390000 sec): 3 clusters
  Score: Raw -3913811.846788 + Penalty 3403.567714 = -3910408.279074
  nChanged 27
		SP:Iteration 46Q (138106.710000 sec): 3 clusters
  Score: Raw -3913812.975152 + Penalty 3403.567714 = -3910409.407438
  nChanged 30
		SP:Iteration 47Q (138107.100000 sec): 3 clusters
  Score: Raw -3913814.222811 + Penalty 3403.567714 = -3910410.655097
  nChanged 31
		SP:Iteration 48Q (138107.430000 sec): 3 clusters
  Score: Raw -3913815.435922 + Penalty 3403.567714 = -3910411.868207
  nChanged 21
		SP:Iteration 49Q (138107.770000 sec): 3 clusters
  Score: Raw -3913816.388426 + Penalty 3403.567714 = -3910412.820711
  nChanged 34
		SP:Iteration 50Q (138108.160000 sec): 3 clusters
  Score: Raw -3913817.918141 + Penalty 3403.567714 = -3910414.350426
  nChanged 36
		SP:Iteration 51Q (138108.550000 sec): 3 clusters
  Score: Raw -3913819.645279 + Penalty 3403.567714 = -3910416.077564
  nChanged 30
		SP:Iteration 52Q (138108.910000 sec): 3 clusters
  Score: Raw -3913820.900130 + Penalty 3403.567714 = -3910417.332416
  nChanged 43
		SP:Iteration 53Q (138109.250000 sec): 3 clusters
  Score: Raw -3913822.867679 + Penalty 3403.567714 = -3910419.299964
  nChanged 36
		SP:Iteration 54Q (138109.640000 sec): 3 clusters
  Score: Raw -3913824.736962 + Penalty 3403.567714 = -3910421.169247
  nChanged 36
		SP:Iteration 55Q (138110.050000 sec): 3 clusters
  Score: Raw -3913826.441782 + Penalty 3403.567714 = -3910422.874068
  nChanged 36
		SP:Iteration 56Q (138110.470000 sec): 3 clusters
  Score: Raw -3913828.047675 + Penalty 3403.567714 = -3910424.479960
  nChanged 27
		SP:Iteration 57Q (138110.810000 sec): 3 clusters
  Score: Raw -3913829.052288 + Penalty 3403.567714 = -3910425.484573
  nChanged 29
		SP:Iteration 58Q (138111.160000 sec): 3 clusters
  Score: Raw -3913830.209870 + Penalty 3403.567714 = -3910426.642155
  nChanged 27
		SP:Iteration 59Q (138111.580000 sec): 3 clusters
  Score: Raw -3913831.362651 + Penalty 3403.567714 = -3910427.794937
  nChanged 29
		SP:Iteration 60F (138111.920000 sec): 3 clusters
  Score: Raw -3913832.732184 + Penalty 3403.567714 = -3910429.164469
  nChanged 32
		SP:Iteration 61Q (138112.300000 sec): 3 clusters
  Score: Raw -3913834.275224 + Penalty 3403.567714 = -3910430.707509
  nChanged 39
		SP:Iteration 62Q (138112.670000 sec): 3 clusters
  Score: Raw -3913836.171708 + Penalty 3403.567714 = -3910432.603994
  nChanged 38
		SP:Iteration 63Q (138113.040000 sec): 3 clusters
  Score: Raw -3913837.996993 + Penalty 3403.567714 = -3910434.429279
  nChanged 33
		SP:Iteration 64Q (138113.390000 sec): 3 clusters
  Score: Raw -3913839.692209 + Penalty 3403.567714 = -3910436.124494
  nChanged 36
		SP:Iteration 65Q (138113.790000 sec): 3 clusters
  Score: Raw -3913841.594035 + Penalty 3403.567714 = -3910438.026320
  nChanged 34
		SP:Iteration 66Q (138114.110000 sec): 3 clusters
  Score: Raw -3913843.083980 + Penalty 3403.567714 = -3910439.516266
  nChanged 30
		SP:Iteration 67Q (138114.530000 sec): 3 clusters
  Score: Raw -3913844.485411 + Penalty 3403.567714 = -3910440.917697
  nChanged 31
		SP:Iteration 68Q (138114.870000 sec): 3 clusters
  Score: Raw -3913845.759061 + Penalty 3403.567714 = -3910442.191346
  nChanged 24
		SP:Iteration 69Q (138115.270000 sec): 3 clusters
  Score: Raw -3913846.588286 + Penalty 3403.567714 = -3910443.020572
  nChanged 24
		SP:Iteration 70Q (138115.610000 sec): 3 clusters
  Score: Raw -3913847.266592 + Penalty 3403.567714 = -3910443.698878
  nChanged 16
		SP:Iteration 71Q (138116.020000 sec): 3 clusters
  Score: Raw -3913848.015899 + Penalty 3403.567714 = -3910444.448184
  nChanged 27
		SP:Iteration 72Q (138116.350000 sec): 3 clusters
  Score: Raw -3913849.126604 + Penalty 3403.567714 = -3910445.558890
  nChanged 27
		SP:Iteration 73Q (138116.730000 sec): 3 clusters
  Score: Raw -3913850.038319 + Penalty 3403.567714 = -3910446.470605
  nChanged 27
		SP:Iteration 74Q (138117.010000 sec): 3 clusters
  Score: Raw -3913851.405420 + Penalty 3403.567714 = -3910447.837705
  nChanged 27
		SP:Iteration 75Q (138117.240000 sec): 3 clusters
  Score: Raw -3913852.458407 + Penalty 3403.567714 = -3910448.890693
  nChanged 28
		SP:Iteration 76Q (138117.590000 sec): 3 clusters
  Score: Raw -3913853.621960 + Penalty 3403.567714 = -3910450.054245
  nChanged 26
		SP:Iteration 77Q (138117.870000 sec): 3 clusters
  Score: Raw -3913854.373461 + Penalty 3403.567714 = -3910450.805747
  nChanged 13
		SP:Iteration 78Q (138118.210000 sec): 3 clusters
  Score: Raw -3913854.934159 + Penalty 3403.567714 = -3910451.366445
  nChanged 19
		SP:Iteration 79Q (138118.540000 sec): 3 clusters
  Score: Raw -3913855.772898 + Penalty 3403.567714 = -3910452.205183
  nChanged 22
		SP:Iteration 80F (138118.880000 sec): 3 clusters
  Score: Raw -3913856.571212 + Penalty 3403.567714 = -3910453.003497
  nChanged 19
		SP:Iteration 81Q (138119.240000 sec): 3 clusters
  Score: Raw -3913857.104779 + Penalty 3403.567714 = -3910453.537064
  nChanged 15
		SP:Iteration 82Q (138119.550000 sec): 3 clusters
  Score: Raw -3913857.656365 + Penalty 3403.567714 = -3910454.088651
  nChanged 15
		SP:Iteration 83Q (138119.940000 sec): 3 clusters
  Score: Raw -3913858.121344 + Penalty 3403.567714 = -3910454.553630
  nChanged 14
		SP:Iteration 84Q (138120.270000 sec): 3 clusters
  Score: Raw -3913858.539174 + Penalty 3403.567714 = -3910454.971459
  nChanged 11
		SP:Iteration 85Q (138120.620000 sec): 3 clusters
  Score: Raw -3913858.885838 + Penalty 3403.567714 = -3910455.318124
  nChanged 15
		SP:Iteration 86Q (138121.000000 sec): 3 clusters
  Score: Raw -3913859.276101 + Penalty 3403.567714 = -3910455.708386
  nChanged 10
		SP:Iteration 87Q (138121.420000 sec): 3 clusters
  Score: Raw -3913859.595659 + Penalty 3403.567714 = -3910456.027944
  nChanged 11
		SP:Iteration 88Q (138121.760000 sec): 3 clusters
  Score: Raw -3913859.916911 + Penalty 3403.567714 = -3910456.349197
  nChanged 8
		SP:Iteration 89Q (138122.100000 sec): 3 clusters
  Score: Raw -3913860.165955 + Penalty 3403.567714 = -3910456.598241
  nChanged 5
		SP:Iteration 90Q (138122.410000 sec): 3 clusters
  Score: Raw -3913860.412081 + Penalty 3403.567714 = -3910456.844367
  nChanged 8
		SP:Iteration 91Q (138122.760000 sec): 3 clusters
  Score: Raw -3913860.691634 + Penalty 3403.567714 = -3910457.123919
  nChanged 4
		SP:Iteration 92Q (138123.140000 sec): 3 clusters
  Score: Raw -3913860.765350 + Penalty 3403.567714 = -3910457.197635
  nChanged 3
		SP:Iteration 93Q (138123.440000 sec): 3 clusters
  Score: Raw -3913860.863933 + Penalty 3403.567714 = -3910457.296219
  nChanged 4
		SP:Iteration 94Q (138123.760000 sec): 3 clusters
  Score: Raw -3913860.990856 + Penalty 3403.567714 = -3910457.423141
  nChanged 3
		SP:Iteration 95Q (138124.040000 sec): 3 clusters
  Score: Raw -3913861.037286 + Penalty 3403.567714 = -3910457.469572
  nChanged 2
		SP:Iteration 96Q (138124.380000 sec): 3 clusters
  Score: Raw -3913861.081065 + Penalty 3403.567714 = -3910457.513351
  nChanged 2
		SP:Iteration 97Q (138124.750000 sec): 3 clusters
  Score: Raw -3913861.120836 + Penalty 3403.567714 = -3910457.553122
  nChanged 2
		SP:Iteration 98Q (138125.060000 sec): 3 clusters
  Score: Raw -3913861.182123 + Penalty 3403.567714 = -3910457.614409
  nChanged 2
		SP:Iteration 99Q (138125.450000 sec): 3 clusters
  Score: Raw -3913861.219561 + Penalty 3403.567714 = -3910457.651847
  nChanged 3
		SP:Iteration 100F (138125.830000 sec): 3 clusters
  Score: Raw -3913861.289876 + Penalty 3403.567714 = -3910457.722162
  nChanged 2
		SP:Iteration 101Q (138126.210000 sec): 3 clusters
  Score: Raw -3913861.346427 + Penalty 3403.567714 = -3910457.778713
  nChanged 2
		SP:Iteration 102Q (138126.570000 sec): 3 clusters
  Score: Raw -3913861.405867 + Penalty 3403.567714 = -3910457.838153
  nChanged 4
		SP:Iteration 103Q (138126.960000 sec): 3 clusters
  Score: Raw -3913861.490865 + Penalty 3403.567714 = -3910457.923151
  nChanged 3
		SP:Iteration 104Q (138127.360000 sec): 3 clusters
  Score: Raw -3913861.571015 + Penalty 3403.567714 = -3910458.003301
  nChanged 5
		SP:Iteration 105Q (138127.740000 sec): 3 clusters
  Score: Raw -3913861.706099 + Penalty 3403.567714 = -3910458.138384
  nChanged 6
		SP:Iteration 106Q (138128.160000 sec): 3 clusters
  Score: Raw -3913861.861554 + Penalty 3403.567714 = -3910458.293839
  nChanged 6
		SP:Iteration 107Q (138128.510000 sec): 3 clusters
  Score: Raw -3913862.021744 + Penalty 3403.567714 = -3910458.454030
  nChanged 7
		SP:Iteration 108Q (138128.880000 sec): 3 clusters
  Score: Raw -3913862.205291 + Penalty 3403.567714 = -3910458.637576
  nChanged 5
		SP:Iteration 109Q (138129.280000 sec): 3 clusters
  Score: Raw -3913862.318190 + Penalty 3403.567714 = -3910458.750475
  nChanged 8
		SP:Iteration 110Q (138129.580000 sec): 3 clusters
  Score: Raw -3913862.541901 + Penalty 3403.567714 = -3910458.974187
  nChanged 5
		SP:Iteration 111Q (138129.960000 sec): 3 clusters
  Score: Raw -3913862.797792 + Penalty 3403.567714 = -3910459.230077
  nChanged 9
		SP:Iteration 112Q (138130.310000 sec): 3 clusters
  Score: Raw -3913863.030425 + Penalty 3403.567714 = -3910459.462711
  nChanged 8
		SP:Iteration 113Q (138130.660000 sec): 3 clusters
  Score: Raw -3913863.272865 + Penalty 3403.567714 = -3910459.705150
  nChanged 4
		SP:Iteration 114Q (138131.040000 sec): 3 clusters
  Score: Raw -3913863.383669 + Penalty 3403.567714 = -3910459.815954
  nChanged 6
		SP:Iteration 115Q (138131.420000 sec): 3 clusters
  Score: Raw -3913863.595081 + Penalty 3403.567714 = -3910460.027367
  nChanged 7
		SP:Iteration 116Q (138131.750000 sec): 3 clusters
  Score: Raw -3913863.843993 + Penalty 3403.567714 = -3910460.276279
  nChanged 9
		SP:Iteration 117Q (138132.170000 sec): 3 clusters
  Score: Raw -3913864.074255 + Penalty 3403.567714 = -3910460.506541
  nChanged 7
		SP:Iteration 118Q (138132.550000 sec): 3 clusters
  Score: Raw -3913864.210265 + Penalty 3403.567714 = -3910460.642551
  nChanged 8
		SP:Iteration 119Q (138132.900000 sec): 3 clusters
  Score: Raw -3913864.352860 + Penalty 3403.567714 = -3910460.785145
  nChanged 5
		SP:Iteration 120F (138133.240000 sec): 3 clusters
  Score: Raw -3913864.420050 + Penalty 3403.567714 = -3910460.852335
  nChanged 4
		SP:Iteration 121Q (138133.630000 sec): 3 clusters
  Score: Raw -3913864.503365 + Penalty 3403.567714 = -3910460.935650
  nChanged 5
		SP:Iteration 122Q (138133.940000 sec): 3 clusters
  Score: Raw -3913864.667504 + Penalty 3403.567714 = -3910461.099790
  nChanged 6
		SP:Iteration 123Q (138134.310000 sec): 3 clusters
  Score: Raw -3913864.907091 + Penalty 3403.567714 = -3910461.339376
  nChanged 9
		SP:Iteration 124Q (138134.680000 sec): 3 clusters
  Score: Raw -3913865.116794 + Penalty 3403.567714 = -3910461.549080
  nChanged 6
		SP:Iteration 125Q (138135.050000 sec): 3 clusters
  Score: Raw -3913865.298840 + Penalty 3403.567714 = -3910461.731125
  nChanged 3
		SP:Iteration 126Q (138135.400000 sec): 3 clusters
  Score: Raw -3913865.385855 + Penalty 3403.567714 = -3910461.818141
  nChanged 5
		SP:Iteration 127Q (138135.830000 sec): 3 clusters
  Score: Raw -3913865.515906 + Penalty 3403.567714 = -3910461.948192
  nChanged 9
		SP:Iteration 128Q (138136.180000 sec): 3 clusters
  Score: Raw -3913865.820190 + Penalty 3403.567714 = -3910462.252476
  nChanged 10
		SP:Iteration 129Q (138136.540000 sec): 3 clusters
  Score: Raw -3913866.145327 + Penalty 3403.567714 = -3910462.577613
  nChanged 11
		SP:Iteration 130Q (138136.920000 sec): 3 clusters
  Score: Raw -3913866.512670 + Penalty 3403.567714 = -3910462.944955
  nChanged 15
		SP:Iteration 131Q (138137.290000 sec): 3 clusters
  Score: Raw -3913867.048048 + Penalty 3403.567714 = -3910463.480334
  nChanged 22
		SP:Iteration 132Q (138137.620000 sec): 3 clusters
  Score: Raw -3913867.801962 + Penalty 3403.567714 = -3910464.234247
  nChanged 18
		SP:Iteration 133Q (138137.980000 sec): 3 clusters
  Score: Raw -3913868.598082 + Penalty 3403.567714 = -3910465.030368
  nChanged 23
		SP:Iteration 134Q (138138.370000 sec): 3 clusters
  Score: Raw -3913869.610220 + Penalty 3403.567714 = -3910466.042505
  nChanged 30
		SP:Iteration 135Q (138138.720000 sec): 3 clusters
  Score: Raw -3913870.888706 + Penalty 3403.567714 = -3910467.320991
  nChanged 28
		SP:Iteration 136Q (138139.080000 sec): 3 clusters
  Score: Raw -3913872.314263 + Penalty 3403.567714 = -3910468.746548
  nChanged 39
		SP:Iteration 137Q (138139.440000 sec): 3 clusters
  Score: Raw -3913874.369492 + Penalty 3403.567714 = -3910470.801778
  nChanged 40
		SP:Iteration 138Q (138139.780000 sec): 3 clusters
  Score: Raw -3913876.092129 + Penalty 3403.567714 = -3910472.524414
  nChanged 32
		SP:Iteration 139Q (138140.150000 sec): 3 clusters
  Score: Raw -3913877.370290 + Penalty 3403.567714 = -3910473.802576
  nChanged 29
		SP:Iteration 140F (138140.480000 sec): 3 clusters
  Score: Raw -3913878.718138 + Penalty 3403.567714 = -3910475.150423
  nChanged 26
		SP:Iteration 141Q (138140.830000 sec): 3 clusters
  Score: Raw -3913879.702902 + Penalty 3403.567714 = -3910476.135188
  nChanged 32
		SP:Iteration 142Q (138141.210000 sec): 3 clusters
  Score: Raw -3913880.867261 + Penalty 3403.567714 = -3910477.299546
  nChanged 25
		SP:Iteration 143Q (138141.560000 sec): 3 clusters
  Score: Raw -3913881.712982 + Penalty 3403.567714 = -3910478.145268
  nChanged 20
		SP:Iteration 144Q (138141.920000 sec): 3 clusters
  Score: Raw -3913882.485177 + Penalty 3403.567714 = -3910478.917463
  nChanged 28
		SP:Iteration 145Q (138142.260000 sec): 3 clusters
  Score: Raw -3913883.743594 + Penalty 3403.567714 = -3910480.175879
  nChanged 28
		SP:Iteration 146Q (138142.620000 sec): 3 clusters
  Score: Raw -3913884.943484 + Penalty 3403.567714 = -3910481.375769
  nChanged 34
		SP:Iteration 147Q (138142.930000 sec): 3 clusters
  Score: Raw -3913886.709834 + Penalty 3403.567714 = -3910483.142119
  nChanged 35
		SP:Iteration 148Q (138143.310000 sec): 3 clusters
  Score: Raw -3913888.774142 + Penalty 3403.567714 = -3910485.206428
  nChanged 36
		SP:Iteration 149Q (138143.670000 sec): 3 clusters
  Score: Raw -3913890.475660 + Penalty 3403.567714 = -3910486.907945
  nChanged 33
		SP:Iteration 150Q (138144.100000 sec): 3 clusters
  Score: Raw -3913892.046236 + Penalty 3403.567714 = -3910488.478522
  nChanged 30
		SP:Iteration 151Q (138144.460000 sec): 3 clusters
  Score: Raw -3913893.290520 + Penalty 3403.567714 = -3910489.722805
  nChanged 30
		SP:Iteration 152Q (138144.830000 sec): 3 clusters
  Score: Raw -3913894.640810 + Penalty 3403.567714 = -3910491.073095
  nChanged 32
		SP:Iteration 153Q (138145.220000 sec): 3 clusters
  Score: Raw -3913896.269523 + Penalty 3403.567714 = -3910492.701808
  nChanged 41
		SP:Iteration 154Q (138145.540000 sec): 3 clusters
  Score: Raw -3913898.666013 + Penalty 3403.567714 = -3910495.098299
  nChanged 42
		SP:Iteration 155Q (138145.890000 sec): 3 clusters
  Score: Raw -3913900.748265 + Penalty 3403.567714 = -3910497.180550
  nChanged 38
		SP:Iteration 156Q (138146.270000 sec): 3 clusters
  Score: Raw -3913902.947332 + Penalty 3403.567714 = -3910499.379618
  nChanged 50
		SP:Iteration 157Q (138146.620000 sec): 3 clusters
  Score: Raw -3913906.796919 + Penalty 3403.567714 = -3910503.229204
  nChanged 60
		SP:Iteration 158Q (138146.960000 sec): 3 clusters
  Score: Raw -3913910.455013 + Penalty 3403.567714 = -3910506.887299
  nChanged 57
		SP:Iteration 159Q (138147.370000 sec): 3 clusters
  Score: Raw -3913914.228492 + Penalty 3403.567714 = -3910510.660777
  nChanged 64
		SP:Iteration 160F (138147.690000 sec): 3 clusters
  Score: Raw -3913918.246385 + Penalty 3403.567714 = -3910514.678670
  nChanged 52
		SP:Iteration 161Q (138148.020000 sec): 3 clusters
  Score: Raw -3913920.626274 + Penalty 3403.567714 = -3910517.058560
  nChanged 44
		SP:Iteration 162Q (138148.330000 sec): 3 clusters
  Score: Raw -3913922.460777 + Penalty 3403.567714 = -3910518.893063
  nChanged 43
		SP:Iteration 163Q (138148.700000 sec): 3 clusters
  Score: Raw -3913924.339802 + Penalty 3403.567714 = -3910520.772088
  nChanged 53
		SP:Iteration 164Q (138149.050000 sec): 3 clusters
  Score: Raw -3913927.229539 + Penalty 3403.567714 = -3910523.661825
  nChanged 49
		SP:Iteration 165Q (138149.420000 sec): 3 clusters
  Score: Raw -3913929.827052 + Penalty 3403.567714 = -3910526.259338
  nChanged 44
		SP:Iteration 166Q (138149.770000 sec): 3 clusters
  Score: Raw -3913932.122783 + Penalty 3403.567714 = -3910528.555069
  nChanged 46
		SP:Iteration 167Q (138150.060000 sec): 3 clusters
  Score: Raw -3913934.719272 + Penalty 3403.567714 = -3910531.151558
  nChanged 52
		SP:Iteration 168Q (138150.410000 sec): 3 clusters
  Score: Raw -3913937.819633 + Penalty 3403.567714 = -3910534.251918
  nChanged 61
		SP:Iteration 169Q (138150.740000 sec): 3 clusters
  Score: Raw -3913941.426916 + Penalty 3403.567714 = -3910537.859202
  nChanged 54
		SP:Iteration 170Q (138151.080000 sec): 3 clusters
  Score: Raw -3913944.088445 + Penalty 3403.567714 = -3910540.520730
  nChanged 59
		SP:Iteration 171Q (138151.450000 sec): 3 clusters
  Score: Raw -3913947.600271 + Penalty 3403.567714 = -3910544.032557
  nChanged 64
		SP:Iteration 172Q (138151.790000 sec): 3 clusters
  Score: Raw -3913951.411223 + Penalty 3403.567714 = -3910547.843509
  nChanged 64
		SP:Iteration 173Q (138152.160000 sec): 3 clusters
  Score: Raw -3913954.924960 + Penalty 3403.567714 = -3910551.357246
  nChanged 64
		SP:Iteration 174Q (138152.470000 sec): 3 clusters
  Score: Raw -3913958.126183 + Penalty 3403.567714 = -3910554.558468
  nChanged 63
		SP:Iteration 175Q (138152.840000 sec): 3 clusters
  Score: Raw -3913961.937970 + Penalty 3403.567714 = -3910558.370255
  nChanged 62
		SP:Iteration 176Q (138153.200000 sec): 3 clusters
  Score: Raw -3913966.208877 + Penalty 3403.567714 = -3910562.641162
  nChanged 66
		SP:Iteration 177Q (138153.480000 sec): 3 clusters
  Score: Raw -3913970.702950 + Penalty 3403.567714 = -3910567.135235
  nChanged 70
		SP:Iteration 178Q (138153.840000 sec): 3 clusters
  Score: Raw -3913975.472882 + Penalty 3403.567714 = -3910571.905167
  nChanged 84
		SP:Iteration 179Q (138154.160000 sec): 3 clusters
  Score: Raw -3913981.443527 + Penalty 3403.567714 = -3910577.875812
  nChanged 98
		SP:Iteration 180F (138154.480000 sec): 3 clusters
  Score: Raw -3913988.929955 + Penalty 3403.567714 = -3910585.362240
  nChanged 111
		SP:Iteration 181Q (138154.830000 sec): 3 clusters
  Score: Raw -3913999.339538 + Penalty 3403.567714 = -3910595.771824
  nChanged 121
		SP:Iteration 182Q (138155.120000 sec): 3 clusters
  Score: Raw -3914010.235525 + Penalty 3403.567714 = -3910606.667810
  nChanged 131
		SP:Iteration 183Q (138155.490000 sec): 3 clusters
  Score: Raw -3914021.680894 + Penalty 3403.567714 = -3910618.113179
  nChanged 133
		SP:Iteration 184Q (138155.820000 sec): 3 clusters
  Score: Raw -3914034.008627 + Penalty 3403.567714 = -3910630.440913
  nChanged 134
		SP:Iteration 185Q (138156.150000 sec): 3 clusters
  Score: Raw -3914047.430580 + Penalty 3403.567714 = -3910643.862866
  nChanged 132
		SP:Iteration 186Q (138156.510000 sec): 3 clusters
  Score: Raw -3914060.270243 + Penalty 3403.567714 = -3910656.702528
  nChanged 140
		SP:Iteration 187Q (138156.810000 sec): 3 clusters
  Score: Raw -3914073.759079 + Penalty 3403.567714 = -3910670.191365
  nChanged 132
		SP:Iteration 188Q (138157.150000 sec): 3 clusters
  Score: Raw -3914085.214057 + Penalty 3403.567714 = -3910681.646342
  nChanged 117
		SP:Iteration 189Q (138157.470000 sec): 3 clusters
  Score: Raw -3914094.844537 + Penalty 3403.567714 = -3910691.276823
  nChanged 121
		SP:Iteration 190Q (138157.800000 sec): 3 clusters
  Score: Raw -3914105.806349 + Penalty 3403.567714 = -3910702.238635
  nChanged 144
		SP:Iteration 191Q (138158.120000 sec): 3 clusters
  Score: Raw -3914122.293027 + Penalty 3403.567714 = -3910718.725312
  nChanged 174
		SP:Iteration 192Q (138158.440000 sec): 3 clusters
  Score: Raw -3914145.800719 + Penalty 3403.567714 = -3910742.233005
  nChanged 202
		SP:Iteration 193Q (138158.740000 sec): 3 clusters
  Score: Raw -3914175.026230 + Penalty 3403.567714 = -3910771.458516
  nChanged 206
		SP:Iteration 194Q (138159.070000 sec): 3 clusters
  Score: Raw -3914203.986761 + Penalty 3403.567714 = -3910800.419046
  nChanged 223
		SP:Iteration 195Q (138159.390000 sec): 3 clusters
  Score: Raw -3914237.441725 + Penalty 3403.567714 = -3910833.874010
  nChanged 244
		SP:Iteration 196Q (138159.740000 sec): 3 clusters
  Score: Raw -3914273.084868 + Penalty 3403.567714 = -3910869.517154
  nChanged 240
		SP:Iteration 197Q (138160.100000 sec): 3 clusters
  Score: Raw -3914309.891155 + Penalty 3403.567714 = -3910906.323441
  nChanged 250
		SP:Iteration 198Q (138160.420000 sec): 3 clusters
  Score: Raw -3914355.371048 + Penalty 3403.567714 = -3910951.803334
  nChanged 281
		SP:Iteration 199Q (138160.710000 sec): 3 clusters
  Score: Raw -3914413.531129 + Penalty 3403.567714 = -3911009.963414
  nChanged 318
		SP:Iteration 200F (138160.980000 sec): 3 clusters
  Score: Raw -3914491.754367 + Penalty 3403.567714 = -3911088.186652
  nChanged 366
		SP:Iteration 201Q (138161.290000 sec): 3 clusters
  Score: Raw -3914586.463206 + Penalty 3403.567714 = -3911182.895491
  nChanged 420
		SP:Iteration 202Q (138161.650000 sec): 3 clusters
  Score: Raw -3914698.699588 + Penalty 3403.567714 = -3911295.131874
  nChanged 435
		SP:Iteration 203Q (138161.960000 sec): 3 clusters
  Score: Raw -3914814.882994 + Penalty 3403.567714 = -3911411.315279
  nChanged 420
		SP:Iteration 204Q (138162.300000 sec): 3 clusters
  Score: Raw -3914934.714712 + Penalty 3403.567714 = -3911531.146997
  nChanged 451
		SP:Iteration 205Q (138162.620000 sec): 3 clusters
  Score: Raw -3915086.828709 + Penalty 3403.567714 = -3911683.260995
  nChanged 484
		SP:Iteration 206Q (138162.930000 sec): 3 clusters
  Score: Raw -3915262.510925 + Penalty 3403.567714 = -3911858.943210
  nChanged 478
		SP:Iteration 207Q (138163.300000 sec): 3 clusters
  Score: Raw -3915436.347256 + Penalty 3403.567714 = -3912032.779542
  nChanged 545
		SP:Iteration 208Q (138163.600000 sec): 3 clusters
  Score: Raw -3915655.017194 + Penalty 3403.567714 = -3912251.449480
  nChanged 530
		SP:Iteration 209Q (138163.960000 sec): 3 clusters
  Score: Raw -3915890.765673 + Penalty 3403.567714 = -3912487.197958
  nChanged 512
		SP:Iteration 210Q (138164.290000 sec): 3 clusters
  Score: Raw -3916111.266522 + Penalty 3403.567714 = -3912707.698807
  nChanged 489
		SP:Iteration 211Q (138164.620000 sec): 3 clusters
  Score: Raw -3916306.754293 + Penalty 3403.567714 = -3912903.186578
  nChanged 457
		SP:Iteration 212Q (138164.940000 sec): 3 clusters
  Score: Raw -3916494.100178 + Penalty 3403.567714 = -3913090.532464
  nChanged 457
		SP:Iteration 213Q (138165.270000 sec): 3 clusters
  Score: Raw -3916680.120281 + Penalty 3403.567714 = -3913276.552567
  nChanged 431
		SP:Iteration 214Q (138165.550000 sec): 3 clusters
  Score: Raw -3916859.595664 + Penalty 3403.567714 = -3913456.027950
  nChanged 389
		SP:Iteration 215Q (138165.880000 sec): 3 clusters
  Score: Raw -3917013.172325 + Penalty 3403.567714 = -3913609.604611
  nChanged 375
		SP:Iteration 216Q (138166.200000 sec): 3 clusters
  Score: Raw -3917158.911320 + Penalty 3403.567714 = -3913755.343606
  nChanged 364
		SP:Iteration 217Q (138166.510000 sec): 3 clusters
  Score: Raw -3917301.279516 + Penalty 3403.567714 = -3913897.711802
  nChanged 354
		SP:Iteration 218Q (138166.820000 sec): 3 clusters
  Score: Raw -3917442.324212 + Penalty 3403.567714 = -3914038.756498
  nChanged 354
		SP:Iteration 219Q (138167.130000 sec): 3 clusters
  Score: Raw -3917577.369404 + Penalty 3403.567714 = -3914173.801689
  nChanged 313
		SP:Iteration 220F (138167.430000 sec): 3 clusters
  Score: Raw -3917700.291040 + Penalty 3403.567714 = -3914296.723325
  nChanged 297
		SP:Iteration 221Q (138167.750000 sec): 3 clusters
  Score: Raw -3917815.837044 + Penalty 3403.567714 = -3914412.269330
  nChanged 309
		SP:Iteration 222Q (138168.030000 sec): 3 clusters
  Score: Raw -3917949.022964 + Penalty 3403.567714 = -3914545.455250
  nChanged 302
		SP:Iteration 223Q (138168.310000 sec): 3 clusters
  Score: Raw -3918074.954031 + Penalty 3403.567714 = -3914671.386317
  nChanged 262
		SP:Iteration 224Q (138168.620000 sec): 3 clusters
  Score: Raw -3918176.539735 + Penalty 3403.567714 = -3914772.972020
  nChanged 240
		SP:Iteration 225Q (138168.950000 sec): 3 clusters
  Score: Raw -3918269.731647 + Penalty 3403.567714 = -3914866.163933
  nChanged 210
		SP:Iteration 226Q (138169.230000 sec): 3 clusters
  Score: Raw -3918348.124273 + Penalty 3403.567714 = -3914944.556558
  nChanged 175
		SP:Iteration 227Q (138169.530000 sec): 3 clusters
  Score: Raw -3918411.070201 + Penalty 3403.567714 = -3915007.502486
  nChanged 159
		SP:Iteration 228Q (138169.810000 sec): 3 clusters
  Score: Raw -3918469.669336 + Penalty 3403.567714 = -3915066.101621
  nChanged 139
		SP:Iteration 229Q (138170.110000 sec): 3 clusters
  Score: Raw -3918512.896475 + Penalty 3403.567714 = -3915109.328761
  nChanged 106
		SP:Iteration 230Q (138170.390000 sec): 3 clusters
  Score: Raw -3918549.238884 + Penalty 3403.567714 = -3915145.671169
  nChanged 113
		SP:Iteration 231Q (138170.690000 sec): 3 clusters
  Score: Raw -3918587.420968 + Penalty 3403.567714 = -3915183.853254
  nChanged 117
		SP:Iteration 232Q (138171.030000 sec): 3 clusters
  Score: Raw -3918630.474583 + Penalty 3403.567714 = -3915226.906868
  nChanged 105
		SP:Iteration 233Q (138171.300000 sec): 3 clusters
  Score: Raw -3918668.115739 + Penalty 3403.567714 = -3915264.548025
  nChanged 88
		SP:Iteration 234Q (138171.600000 sec): 3 clusters
  Score: Raw -3918698.789597 + Penalty 3403.567714 = -3915295.221883
  nChanged 89
		SP:Iteration 235Q (138171.860000 sec): 3 clusters
  Score: Raw -3918734.341045 + Penalty 3403.567714 = -3915330.773330
  nChanged 82
		SP:Iteration 236Q (138172.150000 sec): 3 clusters
  Score: Raw -3918766.727621 + Penalty 3403.567714 = -3915363.159906
  nChanged 78
		SP:Iteration 237Q (138172.460000 sec): 3 clusters
  Score: Raw -3918792.863146 + Penalty 3403.567714 = -3915389.295432
  nChanged 50
		SP:Iteration 238Q (138172.750000 sec): 3 clusters
  Score: Raw -3918807.690113 + Penalty 3403.567714 = -3915404.122399
  nChanged 41
		SP:Iteration 239Q (138173.020000 sec): 3 clusters
  Score: Raw -3918820.111632 + Penalty 3403.567714 = -3915416.543917
  nChanged 33
		SP:Iteration 240F (138173.350000 sec): 3 clusters
  Score: Raw -3918830.740459 + Penalty 3403.567714 = -3915427.172745
  nChanged 37
		SP:Iteration 241Q (138173.650000 sec): 3 clusters
  Score: Raw -3918844.352636 + Penalty 3403.567714 = -3915440.784921
  nChanged 34
		SP:Iteration 242Q (138173.990000 sec): 3 clusters
  Score: Raw -3918854.517455 + Penalty 3403.567714 = -3915450.949741
  nChanged 32
		SP:Iteration 243Q (138174.300000 sec): 3 clusters
  Score: Raw -3918864.488048 + Penalty 3403.567714 = -3915460.920333
  nChanged 25
		SP:Iteration 244Q (138174.570000 sec): 3 clusters
  Score: Raw -3918872.406224 + Penalty 3403.567714 = -3915468.838510
  nChanged 23
		SP:Iteration 245Q (138174.950000 sec): 3 clusters
  Score: Raw -3918880.463481 + Penalty 3403.567714 = -3915476.895766
  nChanged 21
		SP:Iteration 246Q (138175.270000 sec): 3 clusters
  Score: Raw -3918887.911367 + Penalty 3403.567714 = -3915484.343653
  nChanged 18
		SP:Iteration 247Q (138175.570000 sec): 3 clusters
  Score: Raw -3918893.142645 + Penalty 3403.567714 = -3915489.574931
  nChanged 15
		SP:Iteration 248Q (138175.950000 sec): 3 clusters
  Score: Raw -3918897.083770 + Penalty 3403.567714 = -3915493.516055
  nChanged 11
		SP:Iteration 249Q (138176.300000 sec): 3 clusters
  Score: Raw -3918899.921725 + Penalty 3403.567714 = -3915496.354011
  nChanged 10
		SP:Iteration 250Q (138176.580000 sec): 3 clusters
  Score: Raw -3918903.180395 + Penalty 3403.567714 = -3915499.612680
  nChanged 12
		SP:Iteration 251Q (138176.880000 sec): 3 clusters
  Score: Raw -3918907.195475 + Penalty 3403.567714 = -3915503.627760
  nChanged 12
		SP:Iteration 252Q (138177.190000 sec): 3 clusters
  Score: Raw -3918911.710652 + Penalty 3403.567714 = -3915508.142937
  nChanged 11
		SP:Iteration 253Q (138177.510000 sec): 3 clusters
  Score: Raw -3918914.772472 + Penalty 3403.567714 = -3915511.204758
  nChanged 9
		SP:Iteration 254Q (138177.800000 sec): 3 clusters
  Score: Raw -3918917.480693 + Penalty 3403.567714 = -3915513.912979
  nChanged 8
		SP:Iteration 255Q (138178.100000 sec): 3 clusters
  Score: Raw -3918920.029896 + Penalty 3403.567714 = -3915516.462181
  nChanged 8
		SP:Iteration 256Q (138178.430000 sec): 3 clusters
  Score: Raw -3918923.080378 + Penalty 3403.567714 = -3915519.512664
  nChanged 8
		SP:Iteration 257Q (138178.700000 sec): 3 clusters
  Score: Raw -3918925.583111 + Penalty 3403.567714 = -3915522.015397
  nChanged 4
		SP:Iteration 258Q (138178.970000 sec): 3 clusters
  Score: Raw -3918926.462897 + Penalty 3403.567714 = -3915522.895182
  nChanged 3
		SP:Iteration 259Q (138179.300000 sec): 3 clusters
  Score: Raw -3918927.570813 + Penalty 3403.567714 = -3915524.003098
  nChanged 4
		SP:Iteration 260F (138179.650000 sec): 3 clusters
  Score: Raw -3918928.921034 + Penalty 3403.567714 = -3915525.353319
  nChanged 4
		SP:Iteration 261Q (138179.950000 sec): 3 clusters
  Score: Raw -3918930.580636 + Penalty 3403.567714 = -3915527.012922
  nChanged 3
		SP:Iteration 262Q (138180.250000 sec): 3 clusters
  Score: Raw -3918931.388075 + Penalty 3403.567714 = -3915527.820361
  nChanged 1
		SP:Iteration 263Q (138180.620000 sec): 3 clusters
  Score: Raw -3918931.911832 + Penalty 3403.567714 = -3915528.344117
  nChanged 4
		SP:Iteration 264Q (138180.900000 sec): 3 clusters
  Score: Raw -3918933.354367 + Penalty 3403.567714 = -3915529.786652
  nChanged 3
		SP:Iteration 265Q (138181.240000 sec): 3 clusters
  Score: Raw -3918934.035421 + Penalty 3403.567714 = -3915530.467706
  nChanged 3
		SP:Iteration 266Q (138181.570000 sec): 3 clusters
  Score: Raw -3918935.209523 + Penalty 3403.567714 = -3915531.641809
  nChanged 4
		SP:Iteration 267Q (138181.920000 sec): 3 clusters
  Score: Raw -3918936.401389 + Penalty 3403.567714 = -3915532.833675
  nChanged 1
		SP:Iteration 268Q (138182.230000 sec): 3 clusters
  Score: Raw -3918936.864578 + Penalty 3403.567714 = -3915533.296864
  nChanged 2
		SP:Iteration 269Q (138182.530000 sec): 3 clusters
  Score: Raw -3918937.566198 + Penalty 3403.567714 = -3915533.998484
  nChanged 4
		SP:Iteration 270Q (138182.850000 sec): 3 clusters
  Score: Raw -3918938.757157 + Penalty 3403.567714 = -3915535.189443
  nChanged 3
		SP:Iteration 271Q (138183.190000 sec): 3 clusters
  Score: Raw -3918939.334857 + Penalty 3403.567714 = -3915535.767142
  nChanged 1
		SP:Iteration 272Q (138183.490000 sec): 3 clusters
  Score: Raw -3918939.559772 + Penalty 3403.567714 = -3915535.992057
  nChanged 2
		SP:Iteration 273Q (138183.840000 sec): 3 clusters
  Score: Raw -3918940.277676 + Penalty 3403.567714 = -3915536.709962
  nChanged 2
		SP:Iteration 274Q (138184.120000 sec): 3 clusters
  Score: Raw -3918940.955659 + Penalty 3403.567714 = -3915537.387944
  nChanged 1
		SP:Iteration 275Q (138184.370000 sec): 3 clusters
  Score: Raw -3918941.335585 + Penalty 3403.567714 = -3915537.767870
  nChanged 0
		SP:Iteration 276F (138184.720000 sec): 3 clusters
  Score: Raw -3918941.335585 + Penalty 3403.567714 = -3915537.767870
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138184.870000 sec): 2 clusters
  Score: Raw -1050336.269142 + Penalty 1510.892768 = -1048825.376375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138185.100000 sec): 3 clusters
  Score: Raw -1044090.961638 + Penalty 3021.785536 = -1041069.176103
  nChanged 4720
		SP:Iteration 1F (138185.310000 sec): 3 clusters
  Score: Raw -1046643.051608 + Penalty 3021.785536 = -1043621.266072
  nChanged 701
		SP:Iteration 2F (138185.510000 sec): 3 clusters
  Score: Raw -1047011.253684 + Penalty 3021.785536 = -1043989.468148
  nChanged 639
		SP:Iteration 3F (138185.730000 sec): 3 clusters
  Score: Raw -1047367.356405 + Penalty 3021.785536 = -1044345.570870
  nChanged 590
		SP:Iteration 4F (138185.990000 sec): 3 clusters
  Score: Raw -1047730.241881 + Penalty 3021.785536 = -1044708.456346
  nChanged 607
		SP:Iteration 5F (138186.180000 sec): 3 clusters
  Score: Raw -1048128.924944 + Penalty 3021.785536 = -1045107.139408
  nChanged 657
		SP:Iteration 6F (138186.460000 sec): 3 clusters
  Score: Raw -1048586.510837 + Penalty 3021.785536 = -1045564.725302
  nChanged 627
		SP:Iteration 7F (138186.630000 sec): 3 clusters
  Score: Raw -1049039.296208 + Penalty 3021.785536 = -1046017.510672
  nChanged 578
		SP:Iteration 8F (138186.840000 sec): 3 clusters
  Score: Raw -1049451.341024 + Penalty 3021.785536 = -1046429.555488
  nChanged 510
		SP:Iteration 9Q (138187.040000 sec): 3 clusters
  Score: Raw -1049835.801925 + Penalty 3021.785536 = -1046814.016389
  nChanged 451
		SP:Iteration 10Q (138187.250000 sec): 3 clusters
  Score: Raw -1050157.080798 + Penalty 3021.785536 = -1047135.295263
  nChanged 360
		SP:Iteration 11Q (138187.480000 sec): 3 clusters
  Score: Raw -1050424.539226 + Penalty 3021.785536 = -1047402.753690
  nChanged 264
		SP:Iteration 12Q (138187.700000 sec): 3 clusters
  Score: Raw -1050606.574639 + Penalty 3021.785536 = -1047584.789104
  nChanged 187
		SP:Iteration 13Q (138187.890000 sec): 3 clusters
  Score: Raw -1050712.779229 + Penalty 3021.785536 = -1047690.993694
  nChanged 126
		SP:Iteration 14Q (138188.090000 sec): 3 clusters
  Score: Raw -1050777.381442 + Penalty 3021.785536 = -1047755.595907
  nChanged 113
		SP:Iteration 15Q (138188.310000 sec): 3 clusters
  Score: Raw -1050831.171212 + Penalty 3021.785536 = -1047809.385676
  nChanged 95
		SP:Iteration 16Q (138188.500000 sec): 3 clusters
  Score: Raw -1050879.256372 + Penalty 3021.785536 = -1047857.470837
  nChanged 89
		SP:Iteration 17Q (138188.720000 sec): 3 clusters
  Score: Raw -1050928.919958 + Penalty 3021.785536 = -1047907.134423
  nChanged 76
		SP:Iteration 18Q (138188.920000 sec): 3 clusters
  Score: Raw -1050971.498349 + Penalty 3021.785536 = -1047949.712814
  nChanged 77
		SP:Iteration 19Q (138189.120000 sec): 3 clusters
  Score: Raw -1051025.796889 + Penalty 3021.785536 = -1048004.011353
  nChanged 62
		SP:Iteration 20F (138189.320000 sec): 3 clusters
  Score: Raw -1051067.739398 + Penalty 3021.785536 = -1048045.953862
  nChanged 55
		SP:Iteration 21Q (138189.530000 sec): 3 clusters
  Score: Raw -1051093.250279 + Penalty 3021.785536 = -1048071.464744
  nChanged 32
		SP:Iteration 22Q (138189.760000 sec): 3 clusters
  Score: Raw -1051110.729114 + Penalty 3021.785536 = -1048088.943579
  nChanged 39
		SP:Iteration 23Q (138189.910000 sec): 3 clusters
  Score: Raw -1051131.729117 + Penalty 3021.785536 = -1048109.943581
  nChanged 24
		SP:Iteration 24Q (138190.120000 sec): 3 clusters
  Score: Raw -1051144.575148 + Penalty 3021.785536 = -1048122.789612
  nChanged 28
		SP:Iteration 25Q (138190.330000 sec): 3 clusters
  Score: Raw -1051154.497989 + Penalty 3021.785536 = -1048132.712454
  nChanged 17
		SP:Iteration 26Q (138190.520000 sec): 3 clusters
  Score: Raw -1051159.604679 + Penalty 3021.785536 = -1048137.819143
  nChanged 12
		SP:Iteration 27Q (138190.720000 sec): 3 clusters
  Score: Raw -1051163.005547 + Penalty 3021.785536 = -1048141.220011
  nChanged 7
		SP:Iteration 28Q (138190.980000 sec): 3 clusters
  Score: Raw -1051164.787210 + Penalty 3021.785536 = -1048143.001674
  nChanged 4
		SP:Iteration 29Q (138191.180000 sec): 3 clusters
  Score: Raw -1051165.990634 + Penalty 3021.785536 = -1048144.205098
  nChanged 4
		SP:Iteration 30Q (138191.380000 sec): 3 clusters
  Score: Raw -1051167.590807 + Penalty 3021.785536 = -1048145.805272
  nChanged 5
		SP:Iteration 31Q (138191.590000 sec): 3 clusters
  Score: Raw -1051168.881726 + Penalty 3021.785536 = -1048147.096190
  nChanged 4
		SP:Iteration 32Q (138191.810000 sec): 3 clusters
  Score: Raw -1051169.989890 + Penalty 3021.785536 = -1048148.204355
  nChanged 3
		SP:Iteration 33Q (138192.050000 sec): 3 clusters
  Score: Raw -1051170.681637 + Penalty 3021.785536 = -1048148.896101
  nChanged 1
		SP:Iteration 34Q (138192.260000 sec): 3 clusters
  Score: Raw -1051171.413600 + Penalty 3021.785536 = -1048149.628064
  nChanged 1
		SP:Iteration 35Q (138192.450000 sec): 3 clusters
  Score: Raw -1051171.751161 + Penalty 3021.785536 = -1048149.965625
  nChanged 1
		SP:Iteration 36Q (138192.640000 sec): 3 clusters
  Score: Raw -1051171.862710 + Penalty 3021.785536 = -1048150.077175
  nChanged 1
		SP:Iteration 37Q (138192.830000 sec): 3 clusters
  Score: Raw -1051172.115471 + Penalty 3021.785536 = -1048150.329936
  nChanged 0
		SP:Iteration 38F (138193.050000 sec): 3 clusters
  Score: Raw -1051172.115471 + Penalty 3021.785536 = -1048150.329936
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138193.240000 sec): 2 clusters
  Score: Raw -2030494.247372 + Penalty 1606.472608 = -2028887.774764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138193.470000 sec): 3 clusters
  Score: Raw -2018695.924825 + Penalty 3212.945215 = -2015482.979610
  nChanged 8865
		SP:Iteration 1F (138193.730000 sec): 3 clusters
  Score: Raw -2023625.162775 + Penalty 3212.945215 = -2020412.217560
  nChanged 1055
		SP:Iteration 2F (138194.060000 sec): 3 clusters
  Score: Raw -2024041.033007 + Penalty 3212.945215 = -2020828.087791
  nChanged 977
		SP:Iteration 3Q (138194.280000 sec): 3 clusters
  Score: Raw -2024407.863576 + Penalty 3212.945215 = -2021194.918361
  nChanged 875
		SP:Iteration 4Q (138194.560000 sec): 3 clusters
  Score: Raw -2024736.775940 + Penalty 3212.945215 = -2021523.830725
  nChanged 795
		SP:Iteration 5Q (138194.860000 sec): 3 clusters
  Score: Raw -2025051.903405 + Penalty 3212.945215 = -2021838.958190
  nChanged 795
		SP:Iteration 6Q (138195.090000 sec): 3 clusters
  Score: Raw -2025389.286572 + Penalty 3212.945215 = -2022176.341356
  nChanged 827
		SP:Iteration 7Q (138195.340000 sec): 3 clusters
  Score: Raw -2025799.444007 + Penalty 3212.945215 = -2022586.498792
  nChanged 889
		SP:Iteration 8Q (138195.600000 sec): 3 clusters
  Score: Raw -2026306.770423 + Penalty 3212.945215 = -2023093.825208
  nChanged 965
		SP:Iteration 9Q (138195.850000 sec): 3 clusters
  Score: Raw -2026929.901641 + Penalty 3212.945215 = -2023716.956426
  nChanged 1008
		SP:Iteration 10F (138196.100000 sec): 3 clusters
  Score: Raw -2027667.568053 + Penalty 3212.945215 = -2024454.622838
  nChanged 1075
		SP:Iteration 11F (138196.360000 sec): 3 clusters
  Score: Raw -2028510.763037 + Penalty 3212.945215 = -2025297.817822
  nChanged 962
		SP:Iteration 12Q (138196.630000 sec): 3 clusters
  Score: Raw -2029287.302443 + Penalty 3212.945215 = -2026074.357228
  nChanged 851
		SP:Iteration 13Q (138196.910000 sec): 3 clusters
  Score: Raw -2029894.319774 + Penalty 3212.945215 = -2026681.374559
  nChanged 632
		SP:Iteration 14Q (138197.160000 sec): 3 clusters
  Score: Raw -2030301.862356 + Penalty 3212.945215 = -2027088.917141
  nChanged 540
		SP:Iteration 15Q (138197.430000 sec): 3 clusters
  Score: Raw -2030616.259186 + Penalty 3212.945215 = -2027403.313971
  nChanged 397
		SP:Iteration 16Q (138197.660000 sec): 3 clusters
  Score: Raw -2030819.704430 + Penalty 3212.945215 = -2027606.759215
  nChanged 329
		SP:Iteration 17Q (138197.920000 sec): 3 clusters
  Score: Raw -2030989.178971 + Penalty 3212.945215 = -2027776.233756
  nChanged 283
		SP:Iteration 18Q (138198.180000 sec): 3 clusters
  Score: Raw -2031153.842729 + Penalty 3212.945215 = -2027940.897514
  nChanged 260
		SP:Iteration 19Q (138198.450000 sec): 3 clusters
  Score: Raw -2031311.961758 + Penalty 3212.945215 = -2028099.016543
  nChanged 236
		SP:Iteration 20F (138198.740000 sec): 3 clusters
  Score: Raw -2031422.334473 + Penalty 3212.945215 = -2028209.389258
  nChanged 189
		SP:Iteration 21Q (138198.980000 sec): 3 clusters
  Score: Raw -2031492.605598 + Penalty 3212.945215 = -2028279.660383
  nChanged 144
		SP:Iteration 22Q (138199.250000 sec): 3 clusters
  Score: Raw -2031537.579459 + Penalty 3212.945215 = -2028324.634243
  nChanged 127
		SP:Iteration 23Q (138199.570000 sec): 3 clusters
  Score: Raw -2031569.251839 + Penalty 3212.945215 = -2028356.306624
  nChanged 91
		SP:Iteration 24Q (138199.860000 sec): 3 clusters
  Score: Raw -2031585.115012 + Penalty 3212.945215 = -2028372.169797
  nChanged 60
		SP:Iteration 25Q (138200.120000 sec): 3 clusters
  Score: Raw -2031593.263946 + Penalty 3212.945215 = -2028380.318730
  nChanged 47
		SP:Iteration 26Q (138200.350000 sec): 3 clusters
  Score: Raw -2031599.371889 + Penalty 3212.945215 = -2028386.426674
  nChanged 39
		SP:Iteration 27Q (138200.650000 sec): 3 clusters
  Score: Raw -2031604.039009 + Penalty 3212.945215 = -2028391.093794
  nChanged 25
		SP:Iteration 28Q (138200.890000 sec): 3 clusters
  Score: Raw -2031607.248125 + Penalty 3212.945215 = -2028394.302910
  nChanged 26
		SP:Iteration 29Q (138201.190000 sec): 3 clusters
  Score: Raw -2031610.596586 + Penalty 3212.945215 = -2028397.651371
  nChanged 24
		SP:Iteration 30Q (138201.460000 sec): 3 clusters
  Score: Raw -2031612.988920 + Penalty 3212.945215 = -2028400.043705
  nChanged 12
		SP:Iteration 31Q (138201.750000 sec): 3 clusters
  Score: Raw -2031613.908607 + Penalty 3212.945215 = -2028400.963392
  nChanged 5
		SP:Iteration 32Q (138202.040000 sec): 3 clusters
  Score: Raw -2031614.208000 + Penalty 3212.945215 = -2028401.262784
  nChanged 6
		SP:Iteration 33Q (138202.330000 sec): 3 clusters
  Score: Raw -2031614.605512 + Penalty 3212.945215 = -2028401.660297
  nChanged 3
		SP:Iteration 34Q (138202.610000 sec): 3 clusters
  Score: Raw -2031614.763240 + Penalty 3212.945215 = -2028401.818025
  nChanged 2
		SP:Iteration 35Q (138202.870000 sec): 3 clusters
  Score: Raw -2031614.848198 + Penalty 3212.945215 = -2028401.902983
  nChanged 1
		SP:Iteration 36Q (138203.140000 sec): 3 clusters
  Score: Raw -2031614.876430 + Penalty 3212.945215 = -2028401.931215
  nChanged 1
		SP:Iteration 37Q (138203.390000 sec): 3 clusters
  Score: Raw -2031614.941249 + Penalty 3212.945215 = -2028401.996034
  nChanged 2
		SP:Iteration 38Q (138203.630000 sec): 3 clusters
  Score: Raw -2031615.007310 + Penalty 3212.945215 = -2028402.062095
  nChanged 2
		SP:Iteration 39Q (138203.930000 sec): 3 clusters
  Score: Raw -2031615.139512 + Penalty 3212.945215 = -2028402.194296
  nChanged 2
		SP:Iteration 40F (138204.190000 sec): 3 clusters
  Score: Raw -2031615.258925 + Penalty 3212.945215 = -2028402.313710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138204.330000 sec): 2 clusters
  Score: Raw -456134.941537 + Penalty 1363.566157 = -454771.375380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138204.510000 sec): 3 clusters
  Score: Raw -453932.834703 + Penalty 2727.132314 = -451205.702389
  nChanged 1703
		SP:Iteration 1F (138204.750000 sec): 3 clusters
  Score: Raw -454922.013884 + Penalty 2727.132314 = -452194.881570
  nChanged 305
		SP:Iteration 2F (138204.940000 sec): 3 clusters
  Score: Raw -455064.562432 + Penalty 2727.132314 = -452337.430118
  nChanged 178
		SP:Iteration 3Q (138205.140000 sec): 3 clusters
  Score: Raw -455146.726470 + Penalty 2727.132314 = -452419.594156
  nChanged 155
		SP:Iteration 4Q (138205.380000 sec): 3 clusters
  Score: Raw -455225.368997 + Penalty 2727.132314 = -452498.236683
  nChanged 149
		SP:Iteration 5Q (138205.590000 sec): 3 clusters
  Score: Raw -455289.231072 + Penalty 2727.132314 = -452562.098758
  nChanged 141
		SP:Iteration 6Q (138205.820000 sec): 3 clusters
  Score: Raw -455342.473984 + Penalty 2727.132314 = -452615.341670
  nChanged 126
		SP:Iteration 7Q (138206.000000 sec): 3 clusters
  Score: Raw -455392.930353 + Penalty 2727.132314 = -452665.798039
  nChanged 114
		SP:Iteration 8Q (138206.190000 sec): 3 clusters
  Score: Raw -455437.381856 + Penalty 2727.132314 = -452710.249542
  nChanged 102
		SP:Iteration 9Q (138206.400000 sec): 3 clusters
  Score: Raw -455484.135295 + Penalty 2727.132314 = -452757.002981
  nChanged 103
		SP:Iteration 10Q (138206.640000 sec): 3 clusters
  Score: Raw -455526.657391 + Penalty 2727.132314 = -452799.525077
  nChanged 104
		SP:Iteration 11Q (138206.890000 sec): 3 clusters
  Score: Raw -455576.176505 + Penalty 2727.132314 = -452849.044191
  nChanged 112
		SP:Iteration 12Q (138207.080000 sec): 3 clusters
  Score: Raw -455635.521227 + Penalty 2727.132314 = -452908.388913
  nChanged 117
		SP:Iteration 13Q (138207.320000 sec): 3 clusters
  Score: Raw -455696.036742 + Penalty 2727.132314 = -452968.904428
  nChanged 124
		SP:Iteration 14Q (138207.480000 sec): 3 clusters
  Score: Raw -455761.317325 + Penalty 2727.132314 = -453034.185011
  nChanged 118
		SP:Iteration 15Q (138207.690000 sec): 3 clusters
  Score: Raw -455828.604138 + Penalty 2727.132314 = -453101.471824
  nChanged 107
		SP:Iteration 16Q (138207.880000 sec): 3 clusters
  Score: Raw -455888.661901 + Penalty 2727.132314 = -453161.529587
  nChanged 88
		SP:Iteration 17Q (138208.090000 sec): 3 clusters
  Score: Raw -455934.074457 + Penalty 2727.132314 = -453206.942143
  nChanged 81
		SP:Iteration 18Q (138208.290000 sec): 3 clusters
  Score: Raw -455978.452261 + Penalty 2727.132314 = -453251.319947
  nChanged 71
		SP:Iteration 19Q (138208.500000 sec): 3 clusters
  Score: Raw -456013.491106 + Penalty 2727.132314 = -453286.358792
  nChanged 66
		SP:Iteration 20F (138208.690000 sec): 3 clusters
  Score: Raw -456046.072115 + Penalty 2727.132314 = -453318.939801
  nChanged 51
		SP:Iteration 21Q (138208.940000 sec): 3 clusters
  Score: Raw -456072.485975 + Penalty 2727.132314 = -453345.353661
  nChanged 43
		SP:Iteration 22Q (138209.110000 sec): 3 clusters
  Score: Raw -456090.284909 + Penalty 2727.132314 = -453363.152595
  nChanged 32
		SP:Iteration 23Q (138209.300000 sec): 3 clusters
  Score: Raw -456105.395966 + Penalty 2727.132314 = -453378.263652
  nChanged 35
		SP:Iteration 24Q (138209.570000 sec): 3 clusters
  Score: Raw -456126.696818 + Penalty 2727.132314 = -453399.564504
  nChanged 38
		SP:Iteration 25Q (138209.720000 sec): 3 clusters
  Score: Raw -456154.005327 + Penalty 2727.132314 = -453426.873013
  nChanged 36
		SP:Iteration 26Q (138209.930000 sec): 3 clusters
  Score: Raw -456180.888297 + Penalty 2727.132314 = -453453.755983
  nChanged 41
		SP:Iteration 27Q (138210.170000 sec): 3 clusters
  Score: Raw -456212.097317 + Penalty 2727.132314 = -453484.965003
  nChanged 37
		SP:Iteration 28Q (138210.380000 sec): 3 clusters
  Score: Raw -456242.838822 + Penalty 2727.132314 = -453515.706508
  nChanged 30
		SP:Iteration 29Q (138210.630000 sec): 3 clusters
  Score: Raw -456268.641989 + Penalty 2727.132314 = -453541.509675
  nChanged 19
		SP:Iteration 30Q (138210.820000 sec): 3 clusters
  Score: Raw -456284.334751 + Penalty 2727.132314 = -453557.202437
  nChanged 17
		SP:Iteration 31Q (138211.010000 sec): 3 clusters
  Score: Raw -456296.667481 + Penalty 2727.132314 = -453569.535167
  nChanged 15
		SP:Iteration 32Q (138211.220000 sec): 3 clusters
  Score: Raw -456305.484703 + Penalty 2727.132314 = -453578.352389
  nChanged 16
		SP:Iteration 33Q (138211.400000 sec): 3 clusters
  Score: Raw -456316.887015 + Penalty 2727.132314 = -453589.754701
  nChanged 10
		SP:Iteration 34Q (138211.620000 sec): 3 clusters
  Score: Raw -456322.553916 + Penalty 2727.132314 = -453595.421602
  nChanged 5
		SP:Iteration 35Q (138211.830000 sec): 3 clusters
  Score: Raw -456325.673924 + Penalty 2727.132314 = -453598.541610
  nChanged 6
		SP:Iteration 36Q (138212.020000 sec): 3 clusters
  Score: Raw -456328.240224 + Penalty 2727.132314 = -453601.107910
  nChanged 5
		SP:Iteration 37Q (138212.280000 sec): 3 clusters
  Score: Raw -456331.820833 + Penalty 2727.132314 = -453604.688519
  nChanged 7
		SP:Iteration 38Q (138212.450000 sec): 3 clusters
  Score: Raw -456336.253694 + Penalty 2727.132314 = -453609.121380
  nChanged 9
		SP:Iteration 39Q (138212.660000 sec): 3 clusters
  Score: Raw -456342.732468 + Penalty 2727.132314 = -453615.600154
  nChanged 5
		SP:Iteration 40F (138212.890000 sec): 3 clusters
  Score: Raw -456345.186833 + Penalty 2727.132314 = -453618.054518
  nChanged 4
		SP:Iteration 41Q (138213.100000 sec): 3 clusters
  Score: Raw -456347.528084 + Penalty 2727.132314 = -453620.395770
  nChanged 3
		SP:Iteration 42Q (138213.320000 sec): 3 clusters
  Score: Raw -456349.338482 + Penalty 2727.132314 = -453622.206168
  nChanged 5
		SP:Iteration 43Q (138213.500000 sec): 3 clusters
  Score: Raw -456351.484238 + Penalty 2727.132314 = -453624.351924
  nChanged 2
		SP:Iteration 44Q (138213.700000 sec): 3 clusters
  Score: Raw -456352.964727 + Penalty 2727.132314 = -453625.832413
  nChanged 1
		SP:Iteration 45Q (138213.910000 sec): 3 clusters
  Score: Raw -456353.381825 + Penalty 2727.132314 = -453626.249511
  nChanged 0
		SP:Iteration 46F (138214.120000 sec): 3 clusters
  Score: Raw -456353.381825 + Penalty 2727.132314 = -453626.249511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138214.220000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138214.400000 sec): 3 clusters
  Score: Raw -26516.940470 + Penalty 1841.588674 = -24675.351797
  nChanged 54
		SP:Iteration 1F (138214.580000 sec): 3 clusters
  Score: Raw -26655.321099 + Penalty 1841.588674 = -24813.732425
  nChanged 16
		SP:Iteration 2F (138214.760000 sec): 3 clusters
  Score: Raw -26707.030844 + Penalty 1841.588674 = -24865.442171
  nChanged 2
		SP:Iteration 3Q (138214.950000 sec): 3 clusters
  Score: Raw -26714.069899 + Penalty 1841.588674 = -24872.481225
  nChanged 1
		SP:Iteration 4Q (138215.200000 sec): 3 clusters
  Score: Raw -26718.537919 + Penalty 1841.588674 = -24876.949245
  nChanged 2
		SP:Iteration 5Q (138215.360000 sec): 3 clusters
  Score: Raw -26729.230604 + Penalty 1841.588674 = -24887.641931
  nChanged 0
		SP:Iteration 6F (138215.550000 sec): 3 clusters
  Score: Raw -26729.230604 + Penalty 1841.588674 = -24887.641931
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138215.680000 sec): 2 clusters
  Score: Raw -206477.211918 + Penalty 1236.522062 = -205240.689855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138215.880000 sec): 3 clusters
  Score: Raw -205597.610720 + Penalty 2473.044125 = -203124.566595
  nChanged 722
		SP:Iteration 1F (138216.060000 sec): 3 clusters
  Score: Raw -206045.376365 + Penalty 2473.044125 = -203572.332241
  nChanged 158
		SP:Iteration 2F (138216.260000 sec): 3 clusters
  Score: Raw -206152.476314 + Penalty 2473.044125 = -203679.432189
  nChanged 94
		SP:Iteration 3Q (138216.480000 sec): 3 clusters
  Score: Raw -206220.179770 + Penalty 2473.044125 = -203747.135646
  nChanged 91
		SP:Iteration 4Q (138216.700000 sec): 3 clusters
  Score: Raw -206278.962052 + Penalty 2473.044125 = -203805.917928
  nChanged 71
		SP:Iteration 5Q (138216.900000 sec): 3 clusters
  Score: Raw -206327.961638 + Penalty 2473.044125 = -203854.917513
  nChanged 65
		SP:Iteration 6Q (138217.110000 sec): 3 clusters
  Score: Raw -206374.630137 + Penalty 2473.044125 = -203901.586012
  nChanged 58
		SP:Iteration 7Q (138217.300000 sec): 3 clusters
  Score: Raw -206414.188197 + Penalty 2473.044125 = -203941.144072
  nChanged 53
		SP:Iteration 8Q (138217.430000 sec): 3 clusters
  Score: Raw -206458.836397 + Penalty 2473.044125 = -203985.792272
  nChanged 59
		SP:Iteration 9Q (138217.570000 sec): 3 clusters
  Score: Raw -206504.825598 + Penalty 2473.044125 = -204031.781473
  nChanged 40
		SP:Iteration 10Q (138217.760000 sec): 3 clusters
  Score: Raw -206533.344104 + Penalty 2473.044125 = -204060.299980
  nChanged 37
		SP:Iteration 11Q (138217.890000 sec): 3 clusters
  Score: Raw -206561.337315 + Penalty 2473.044125 = -204088.293190
  nChanged 31
		SP:Iteration 12Q (138218.040000 sec): 3 clusters
  Score: Raw -206588.542729 + Penalty 2473.044125 = -204115.498604
  nChanged 25
		SP:Iteration 13Q (138218.180000 sec): 3 clusters
  Score: Raw -206608.739661 + Penalty 2473.044125 = -204135.695536
  nChanged 18
		SP:Iteration 14Q (138218.330000 sec): 3 clusters
  Score: Raw -206622.388563 + Penalty 2473.044125 = -204149.344438
  nChanged 14
		SP:Iteration 15Q (138218.510000 sec): 3 clusters
  Score: Raw -206634.399692 + Penalty 2473.044125 = -204161.355567
  nChanged 13
		SP:Iteration 16Q (138218.720000 sec): 3 clusters
  Score: Raw -206644.454081 + Penalty 2473.044125 = -204171.409956
  nChanged 14
		SP:Iteration 17Q (138218.840000 sec): 3 clusters
  Score: Raw -206656.054295 + Penalty 2473.044125 = -204183.010170
  nChanged 12
		SP:Iteration 18Q (138218.990000 sec): 3 clusters
  Score: Raw -206664.005410 + Penalty 2473.044125 = -204190.961285
  nChanged 9
		SP:Iteration 19Q (138219.210000 sec): 3 clusters
  Score: Raw -206672.744167 + Penalty 2473.044125 = -204199.700042
  nChanged 9
		SP:Iteration 20F (138219.380000 sec): 3 clusters
  Score: Raw -206683.480785 + Penalty 2473.044125 = -204210.436660
  nChanged 7
		SP:Iteration 21Q (138219.580000 sec): 3 clusters
  Score: Raw -206687.255342 + Penalty 2473.044125 = -204214.211217
  nChanged 5
		SP:Iteration 22Q (138219.800000 sec): 3 clusters
  Score: Raw -206691.908374 + Penalty 2473.044125 = -204218.864249
  nChanged 5
		SP:Iteration 23Q (138219.970000 sec): 3 clusters
  Score: Raw -206696.531713 + Penalty 2473.044125 = -204223.487588
  nChanged 8
		SP:Iteration 24Q (138220.180000 sec): 3 clusters
  Score: Raw -206701.194241 + Penalty 2473.044125 = -204228.150116
  nChanged 5
		SP:Iteration 25Q (138220.370000 sec): 3 clusters
  Score: Raw -206707.420850 + Penalty 2473.044125 = -204234.376725
  nChanged 5
		SP:Iteration 26Q (138220.540000 sec): 3 clusters
  Score: Raw -206713.487035 + Penalty 2473.044125 = -204240.442910
  nChanged 9
		SP:Iteration 27Q (138220.750000 sec): 3 clusters
  Score: Raw -206722.428650 + Penalty 2473.044125 = -204249.384525
  nChanged 11
		SP:Iteration 28Q (138220.910000 sec): 3 clusters
  Score: Raw -206731.704038 + Penalty 2473.044125 = -204258.659913
  nChanged 7
		SP:Iteration 29Q (138221.080000 sec): 3 clusters
  Score: Raw -206738.340035 + Penalty 2473.044125 = -204265.295910
  nChanged 7
		SP:Iteration 30Q (138221.280000 sec): 3 clusters
  Score: Raw -206747.187832 + Penalty 2473.044125 = -204274.143707
  nChanged 11
		SP:Iteration 31Q (138221.480000 sec): 3 clusters
  Score: Raw -206755.541764 + Penalty 2473.044125 = -204282.497639
  nChanged 7
		SP:Iteration 32Q (138221.640000 sec): 3 clusters
  Score: Raw -206760.100763 + Penalty 2473.044125 = -204287.056638
  nChanged 5
		SP:Iteration 33Q (138221.860000 sec): 3 clusters
  Score: Raw -206765.085315 + Penalty 2473.044125 = -204292.041191
  nChanged 6
		SP:Iteration 34Q (138222.030000 sec): 3 clusters
  Score: Raw -206771.961760 + Penalty 2473.044125 = -204298.917635
  nChanged 9
		SP:Iteration 35Q (138222.180000 sec): 3 clusters
  Score: Raw -206778.814505 + Penalty 2473.044125 = -204305.770380
  nChanged 5
		SP:Iteration 36Q (138222.340000 sec): 3 clusters
  Score: Raw -206783.115093 + Penalty 2473.044125 = -204310.070968
  nChanged 2
		SP:Iteration 37Q (138222.500000 sec): 3 clusters
  Score: Raw -206785.256855 + Penalty 2473.044125 = -204312.212730
  nChanged 3
		SP:Iteration 38Q (138222.680000 sec): 3 clusters
  Score: Raw -206787.537099 + Penalty 2473.044125 = -204314.492974
  nChanged 1
		SP:Iteration 39Q (138222.860000 sec): 3 clusters
  Score: Raw -206788.727753 + Penalty 2473.044125 = -204315.683628
  nChanged 2
		SP:Iteration 40F (138223.010000 sec): 3 clusters
  Score: Raw -206790.200518 + Penalty 2473.044125 = -204317.156393
  nChanged 2
		SP:Iteration 41Q (138223.190000 sec): 3 clusters
  Score: Raw -206791.365019 + Penalty 2473.044125 = -204318.320894
  nChanged 3
		SP:Iteration 42Q (138223.380000 sec): 3 clusters
  Score: Raw -206793.838591 + Penalty 2473.044125 = -204320.794466
  nChanged 2
		SP:Iteration 43Q (138223.580000 sec): 3 clusters
  Score: Raw -206795.098293 + Penalty 2473.044125 = -204322.054168
  nChanged 2
		SP:Iteration 44Q (138223.820000 sec): 3 clusters
  Score: Raw -206797.348558 + Penalty 2473.044125 = -204324.304433
  nChanged 3
		SP:Iteration 45Q (138224.010000 sec): 3 clusters
  Score: Raw -206798.937753 + Penalty 2473.044125 = -204325.893628
  nChanged 2
		SP:Iteration 46Q (138224.160000 sec): 3 clusters
  Score: Raw -206801.238002 + Penalty 2473.044125 = -204328.193877
  nChanged 4
		SP:Iteration 47Q (138224.290000 sec): 3 clusters
  Score: Raw -206803.858444 + Penalty 2473.044125 = -204330.814319
  nChanged 1
		SP:Iteration 48Q (138224.460000 sec): 3 clusters
  Score: Raw -206804.301655 + Penalty 2473.044125 = -204331.257530
  nChanged 0
		SP:Iteration 49F (138224.610000 sec): 3 clusters
  Score: Raw -206804.301655 + Penalty 2473.044125 = -204331.257530
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138224.770000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138224.930000 sec): 3 clusters
  Score: Raw -432332.861812 + Penalty 2710.570629 = -429622.291183
  nChanged 1650
		SP:Iteration 1F (138225.120000 sec): 3 clusters
  Score: Raw -433283.420692 + Penalty 2710.570629 = -430572.850063
  nChanged 336
		SP:Iteration 2F (138225.290000 sec): 3 clusters
  Score: Raw -433520.066341 + Penalty 2710.570629 = -430809.495711
  nChanged 266
		SP:Iteration 3F (138225.500000 sec): 3 clusters
  Score: Raw -433724.746589 + Penalty 2710.570629 = -431014.175959
  nChanged 235
		SP:Iteration 4F (138225.700000 sec): 3 clusters
  Score: Raw -433886.892959 + Penalty 2710.570629 = -431176.322330
  nChanged 209
		SP:Iteration 5Q (138225.890000 sec): 3 clusters
  Score: Raw -434021.518652 + Penalty 2710.570629 = -431310.948023
  nChanged 174
		SP:Iteration 6Q (138226.090000 sec): 3 clusters
  Score: Raw -434120.606830 + Penalty 2710.570629 = -431410.036201
  nChanged 142
		SP:Iteration 7Q (138226.260000 sec): 3 clusters
  Score: Raw -434195.867083 + Penalty 2710.570629 = -431485.296453
  nChanged 97
		SP:Iteration 8Q (138226.460000 sec): 3 clusters
  Score: Raw -434251.220840 + Penalty 2710.570629 = -431540.650210
  nChanged 97
		SP:Iteration 9Q (138226.650000 sec): 3 clusters
  Score: Raw -434296.779902 + Penalty 2710.570629 = -431586.209273
  nChanged 87
		SP:Iteration 10Q (138226.840000 sec): 3 clusters
  Score: Raw -434335.020095 + Penalty 2710.570629 = -431624.449466
  nChanged 79
		SP:Iteration 11Q (138227.060000 sec): 3 clusters
  Score: Raw -434370.499505 + Penalty 2710.570629 = -431659.928876
  nChanged 66
		SP:Iteration 12Q (138227.300000 sec): 3 clusters
  Score: Raw -434401.310916 + Penalty 2710.570629 = -431690.740287
  nChanged 68
		SP:Iteration 13Q (138227.530000 sec): 3 clusters
  Score: Raw -434431.365257 + Penalty 2710.570629 = -431720.794628
  nChanged 56
		SP:Iteration 14Q (138227.700000 sec): 3 clusters
  Score: Raw -434455.629751 + Penalty 2710.570629 = -431745.059122
  nChanged 47
		SP:Iteration 15Q (138227.890000 sec): 3 clusters
  Score: Raw -434478.812359 + Penalty 2710.570629 = -431768.241730
  nChanged 57
		SP:Iteration 16Q (138228.100000 sec): 3 clusters
  Score: Raw -434501.819238 + Penalty 2710.570629 = -431791.248609
  nChanged 39
		SP:Iteration 17Q (138228.330000 sec): 3 clusters
  Score: Raw -434516.469575 + Penalty 2710.570629 = -431805.898946
  nChanged 29
		SP:Iteration 18Q (138228.580000 sec): 3 clusters
  Score: Raw -434527.998554 + Penalty 2710.570629 = -431817.427925
  nChanged 27
		SP:Iteration 19Q (138228.790000 sec): 3 clusters
  Score: Raw -434537.435288 + Penalty 2710.570629 = -431826.864659
  nChanged 24
		SP:Iteration 20F (138228.970000 sec): 3 clusters
  Score: Raw -434544.114223 + Penalty 2710.570629 = -431833.543594
  nChanged 15
		SP:Iteration 21Q (138229.260000 sec): 3 clusters
  Score: Raw -434548.395827 + Penalty 2710.570629 = -431837.825198
  nChanged 14
		SP:Iteration 22Q (138229.470000 sec): 3 clusters
  Score: Raw -434553.195243 + Penalty 2710.570629 = -431842.624614
  nChanged 12
		SP:Iteration 23Q (138229.660000 sec): 3 clusters
  Score: Raw -434556.666930 + Penalty 2710.570629 = -431846.096301
  nChanged 17
		SP:Iteration 24Q (138229.870000 sec): 3 clusters
  Score: Raw -434561.278574 + Penalty 2710.570629 = -431850.707944
  nChanged 17
		SP:Iteration 25Q (138230.090000 sec): 3 clusters
  Score: Raw -434566.458135 + Penalty 2710.570629 = -431855.887506
  nChanged 12
		SP:Iteration 26Q (138230.270000 sec): 3 clusters
  Score: Raw -434569.910281 + Penalty 2710.570629 = -431859.339651
  nChanged 11
		SP:Iteration 27Q (138230.500000 sec): 3 clusters
  Score: Raw -434573.128449 + Penalty 2710.570629 = -431862.557820
  nChanged 9
		SP:Iteration 28Q (138230.730000 sec): 3 clusters
  Score: Raw -434574.940383 + Penalty 2710.570629 = -431864.369754
  nChanged 6
		SP:Iteration 29Q (138230.960000 sec): 3 clusters
  Score: Raw -434576.811764 + Penalty 2710.570629 = -431866.241135
  nChanged 9
		SP:Iteration 30Q (138231.150000 sec): 3 clusters
  Score: Raw -434579.852672 + Penalty 2710.570629 = -431869.282043
  nChanged 10
		SP:Iteration 31Q (138231.320000 sec): 3 clusters
  Score: Raw -434583.400910 + Penalty 2710.570629 = -431872.830281
  nChanged 14
		SP:Iteration 32Q (138231.540000 sec): 3 clusters
  Score: Raw -434587.573744 + Penalty 2710.570629 = -431877.003115
  nChanged 15
		SP:Iteration 33Q (138231.710000 sec): 3 clusters
  Score: Raw -434593.096296 + Penalty 2710.570629 = -431882.525667
  nChanged 19
		SP:Iteration 34Q (138231.910000 sec): 3 clusters
  Score: Raw -434601.105929 + Penalty 2710.570629 = -431890.535300
  nChanged 18
		SP:Iteration 35Q (138232.100000 sec): 3 clusters
  Score: Raw -434606.374696 + Penalty 2710.570629 = -431895.804067
  nChanged 11
		SP:Iteration 36Q (138232.280000 sec): 3 clusters
  Score: Raw -434609.730030 + Penalty 2710.570629 = -431899.159401
  nChanged 11
		SP:Iteration 37Q (138232.500000 sec): 3 clusters
  Score: Raw -434613.391493 + Penalty 2710.570629 = -431902.820863
  nChanged 9
		SP:Iteration 38Q (138232.720000 sec): 3 clusters
  Score: Raw -434614.972680 + Penalty 2710.570629 = -431904.402051
  nChanged 8
		SP:Iteration 39Q (138232.880000 sec): 3 clusters
  Score: Raw -434616.359290 + Penalty 2710.570629 = -431905.788661
  nChanged 9
		SP:Iteration 40F (138233.090000 sec): 3 clusters
  Score: Raw -434618.654379 + Penalty 2710.570629 = -431908.083749
  nChanged 9
		SP:Iteration 41Q (138233.270000 sec): 3 clusters
  Score: Raw -434621.144354 + Penalty 2710.570629 = -431910.573725
  nChanged 4
		SP:Iteration 42Q (138233.480000 sec): 3 clusters
  Score: Raw -434622.309668 + Penalty 2710.570629 = -431911.739038
  nChanged 5
		SP:Iteration 43Q (138233.720000 sec): 3 clusters
  Score: Raw -434623.815543 + Penalty 2710.570629 = -431913.244914
  nChanged 5
		SP:Iteration 44Q (138233.900000 sec): 3 clusters
  Score: Raw -434624.844775 + Penalty 2710.570629 = -431914.274146
  nChanged 5
		SP:Iteration 45Q (138234.120000 sec): 3 clusters
  Score: Raw -434625.666950 + Penalty 2710.570629 = -431915.096321
  nChanged 7
		SP:Iteration 46Q (138234.310000 sec): 3 clusters
  Score: Raw -434628.062216 + Penalty 2710.570629 = -431917.491586
  nChanged 9
		SP:Iteration 47Q (138234.510000 sec): 3 clusters
  Score: Raw -434630.221959 + Penalty 2710.570629 = -431919.651330
  nChanged 5
		SP:Iteration 48Q (138234.690000 sec): 3 clusters
  Score: Raw -434631.951112 + Penalty 2710.570629 = -431921.380483
  nChanged 7
		SP:Iteration 49Q (138234.880000 sec): 3 clusters
  Score: Raw -434633.087875 + Penalty 2710.570629 = -431922.517246
  nChanged 4
		SP:Iteration 50Q (138235.080000 sec): 3 clusters
  Score: Raw -434633.915893 + Penalty 2710.570629 = -431923.345264
  nChanged 2
		SP:Iteration 51Q (138235.270000 sec): 3 clusters
  Score: Raw -434634.460996 + Penalty 2710.570629 = -431923.890367
  nChanged 2
		SP:Iteration 52Q (138235.470000 sec): 3 clusters
  Score: Raw -434635.348568 + Penalty 2710.570629 = -431924.777939
  nChanged 4
		SP:Iteration 53Q (138235.670000 sec): 3 clusters
  Score: Raw -434636.569816 + Penalty 2710.570629 = -431925.999187
  nChanged 7
		SP:Iteration 54Q (138235.850000 sec): 3 clusters
  Score: Raw -434638.477495 + Penalty 2710.570629 = -431927.906865
  nChanged 8
		SP:Iteration 55Q (138236.040000 sec): 3 clusters
  Score: Raw -434641.334814 + Penalty 2710.570629 = -431930.764184
  nChanged 7
		SP:Iteration 56Q (138236.230000 sec): 3 clusters
  Score: Raw -434643.492759 + Penalty 2710.570629 = -431932.922130
  nChanged 11
		SP:Iteration 57Q (138236.420000 sec): 3 clusters
  Score: Raw -434646.895238 + Penalty 2710.570629 = -431936.324608
  nChanged 6
		SP:Iteration 58Q (138236.650000 sec): 3 clusters
  Score: Raw -434648.179076 + Penalty 2710.570629 = -431937.608447
  nChanged 4
		SP:Iteration 59Q (138236.810000 sec): 3 clusters
  Score: Raw -434648.863760 + Penalty 2710.570629 = -431938.293130
  nChanged 3
		SP:Iteration 60F (138237.020000 sec): 3 clusters
  Score: Raw -434649.219111 + Penalty 2710.570629 = -431938.648481
  nChanged 3
		SP:Iteration 61Q (138237.210000 sec): 3 clusters
  Score: Raw -434649.527982 + Penalty 2710.570629 = -431938.957353
  nChanged 0
		SP:Iteration 62F (138237.420000 sec): 3 clusters
  Score: Raw -434649.527982 + Penalty 2710.570629 = -431938.957353
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138237.510000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138237.680000 sec): 3 clusters
  Score: Raw -29586.479957 + Penalty 1859.101327 = -27727.378630
  nChanged 49
		SP:Iteration 1F (138237.880000 sec): 3 clusters
  Score: Raw -29681.782634 + Penalty 1859.101327 = -27822.681306
  nChanged 22
		SP:Iteration 2F (138238.050000 sec): 3 clusters
  Score: Raw -29723.984751 + Penalty 1859.101327 = -27864.883423
  nChanged 6
		SP:Iteration 3Q (138238.250000 sec): 3 clusters
  Score: Raw -29734.673881 + Penalty 1859.101327 = -27875.572554
  nChanged 4
		SP:Iteration 4Q (138238.440000 sec): 3 clusters
  Score: Raw -29741.787363 + Penalty 1859.101327 = -27882.686035
  nChanged 1
		SP:Iteration 5Q (138238.630000 sec): 3 clusters
  Score: Raw -29742.586909 + Penalty 1859.101327 = -27883.485581
  nChanged 1
		SP:Iteration 6Q (138238.820000 sec): 3 clusters
  Score: Raw -29743.593411 + Penalty 1859.101327 = -27884.492084
  nChanged 2
		SP:Iteration 7Q (138239.000000 sec): 3 clusters
  Score: Raw -29749.580734 + Penalty 1859.101327 = -27890.479406
  nChanged 3
		SP:Iteration 8Q (138239.150000 sec): 3 clusters
  Score: Raw -29755.502687 + Penalty 1859.101327 = -27896.401360
  nChanged 1
		SP:Iteration 9Q (138239.380000 sec): 3 clusters
  Score: Raw -29758.338066 + Penalty 1859.101327 = -27899.236738
  nChanged 3
		SP:Iteration 10Q (138239.580000 sec): 3 clusters
  Score: Raw -29764.447978 + Penalty 1859.101327 = -27905.346651
  nChanged 2
		SP:Iteration 11Q (138239.730000 sec): 3 clusters
  Score: Raw -29768.862288 + Penalty 1859.101327 = -27909.760960
  nChanged 1
		SP:Iteration 12Q (138239.920000 sec): 3 clusters
  Score: Raw -29769.784603 + Penalty 1859.101327 = -27910.683276
  nChanged 0
		SP:Iteration 13F (138240.190000 sec): 3 clusters
  Score: Raw -29769.784603 + Penalty 1859.101327 = -27910.683276
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (23301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138240.360000 sec): 2 clusters
  Score: Raw -2376549.875970 + Penalty 1634.140878 = -2374915.735092
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138240.660000 sec): 3 clusters
  Score: Raw -2362363.924001 + Penalty 3268.281756 = -2359095.642245
  nChanged 10681
		SP:Iteration 1F (138240.970000 sec): 3 clusters
  Score: Raw -2368373.151811 + Penalty 3268.281756 = -2365104.870055
  nChanged 1279
		SP:Iteration 2F (138241.270000 sec): 3 clusters
  Score: Raw -2368947.812276 + Penalty 3268.281756 = -2365679.530520
  nChanged 1346
		SP:Iteration 3F (138241.540000 sec): 3 clusters
  Score: Raw -2369645.361120 + Penalty 3268.281756 = -2366377.079364
  nChanged 1465
		SP:Iteration 4F (138241.820000 sec): 3 clusters
  Score: Raw -2370546.394929 + Penalty 3268.281756 = -2367278.113173
  nChanged 1597
		SP:Iteration 5F (138242.090000 sec): 3 clusters
  Score: Raw -2371715.416123 + Penalty 3268.281756 = -2368447.134366
  nChanged 1684
		SP:Iteration 6F (138242.390000 sec): 3 clusters
  Score: Raw -2373110.095403 + Penalty 3268.281756 = -2369841.813647
  nChanged 1484
		SP:Iteration 7F (138242.670000 sec): 3 clusters
  Score: Raw -2374465.829750 + Penalty 3268.281756 = -2371197.547993
  nChanged 1090
		SP:Iteration 8Q (138242.950000 sec): 3 clusters
  Score: Raw -2375419.584776 + Penalty 3268.281756 = -2372151.303020
  nChanged 694
		SP:Iteration 9Q (138243.270000 sec): 3 clusters
  Score: Raw -2376031.743113 + Penalty 3268.281756 = -2372763.461357
  nChanged 406
		SP:Iteration 10Q (138243.550000 sec): 3 clusters
  Score: Raw -2376391.912440 + Penalty 3268.281756 = -2373123.630684
  nChanged 213
		SP:Iteration 11Q (138243.780000 sec): 3 clusters
  Score: Raw -2376567.832566 + Penalty 3268.281756 = -2373299.550810
  nChanged 99
		SP:Iteration 12Q (138244.090000 sec): 3 clusters
  Score: Raw -2376647.092171 + Penalty 3268.281756 = -2373378.810415
  nChanged 58
		SP:Iteration 13Q (138244.330000 sec): 3 clusters
  Score: Raw -2376690.729571 + Penalty 3268.281756 = -2373422.447815
  nChanged 31
		SP:Iteration 14Q (138244.600000 sec): 3 clusters
  Score: Raw -2376721.389774 + Penalty 3268.281756 = -2373453.108018
  nChanged 30
		SP:Iteration 15Q (138244.870000 sec): 3 clusters
  Score: Raw -2376747.269576 + Penalty 3268.281756 = -2373478.987820
  nChanged 19
		SP:Iteration 16Q (138245.120000 sec): 3 clusters
  Score: Raw -2376765.193948 + Penalty 3268.281756 = -2373496.912192
  nChanged 10
		SP:Iteration 17Q (138245.420000 sec): 3 clusters
  Score: Raw -2376774.158036 + Penalty 3268.281756 = -2373505.876280
  nChanged 5
		SP:Iteration 18Q (138245.640000 sec): 3 clusters
  Score: Raw -2376779.217254 + Penalty 3268.281756 = -2373510.935498
  nChanged 7
		SP:Iteration 19Q (138245.900000 sec): 3 clusters
  Score: Raw -2376787.652060 + Penalty 3268.281756 = -2373519.370304
  nChanged 10
		SP:Iteration 20F (138246.140000 sec): 3 clusters
  Score: Raw -2376801.178406 + Penalty 3268.281756 = -2373532.896650
  nChanged 6
		SP:Iteration 21Q (138246.380000 sec): 3 clusters
  Score: Raw -2376804.334882 + Penalty 3268.281756 = -2373536.053126
  nChanged 3
		SP:Iteration 22Q (138246.680000 sec): 3 clusters
  Score: Raw -2376807.046101 + Penalty 3268.281756 = -2373538.764345
  nChanged 4
		SP:Iteration 23Q (138246.910000 sec): 3 clusters
  Score: Raw -2376810.670835 + Penalty 3268.281756 = -2373542.389078
  nChanged 1
		SP:Iteration 24Q (138247.190000 sec): 3 clusters
  Score: Raw -2376812.073591 + Penalty 3268.281756 = -2373543.791835
  nChanged 2
		SP:Iteration 25Q (138247.440000 sec): 3 clusters
  Score: Raw -2376815.209865 + Penalty 3268.281756 = -2373546.928109
  nChanged 3
		SP:Iteration 26Q (138247.670000 sec): 3 clusters
  Score: Raw -2376818.887856 + Penalty 3268.281756 = -2373550.606100
  nChanged 2
		SP:Iteration 27Q (138247.920000 sec): 3 clusters
  Score: Raw -2376820.673031 + Penalty 3268.281756 = -2373552.391275
  nChanged 2
		SP:Iteration 28Q (138248.170000 sec): 3 clusters
  Score: Raw -2376821.961031 + Penalty 3268.281756 = -2373553.679275
  nChanged 1
		SP:Iteration 29Q (138248.450000 sec): 3 clusters
  Score: Raw -2376822.625381 + Penalty 3268.281756 = -2373554.343625
  nChanged 0
		SP:Iteration 30F (138248.700000 sec): 3 clusters
  Score: Raw -2376822.625381 + Penalty 3268.281756 = -2373554.343625
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138248.840000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138249.020000 sec): 3 clusters
  Score: Raw -147721.544044 + Penalty 2342.795110 = -145378.748934
  nChanged 457
		SP:Iteration 1F (138249.190000 sec): 3 clusters
  Score: Raw -148078.150079 + Penalty 2342.795110 = -145735.354969
  nChanged 111
		SP:Iteration 2F (138249.390000 sec): 3 clusters
  Score: Raw -148185.323308 + Penalty 2342.795110 = -145842.528198
  nChanged 61
		SP:Iteration 3Q (138249.550000 sec): 3 clusters
  Score: Raw -148230.353314 + Penalty 2342.795110 = -145887.558204
  nChanged 35
		SP:Iteration 4Q (138249.720000 sec): 3 clusters
  Score: Raw -148253.555676 + Penalty 2342.795110 = -145910.760566
  nChanged 29
		SP:Iteration 5Q (138249.890000 sec): 3 clusters
  Score: Raw -148280.059265 + Penalty 2342.795110 = -145937.264155
  nChanged 30
		SP:Iteration 6Q (138250.100000 sec): 3 clusters
  Score: Raw -148305.375449 + Penalty 2342.795110 = -145962.580340
  nChanged 34
		SP:Iteration 7Q (138250.260000 sec): 3 clusters
  Score: Raw -148340.751341 + Penalty 2342.795110 = -145997.956231
  nChanged 37
		SP:Iteration 8Q (138250.420000 sec): 3 clusters
  Score: Raw -148384.803432 + Penalty 2342.795110 = -146042.008322
  nChanged 48
		SP:Iteration 9Q (138250.590000 sec): 3 clusters
  Score: Raw -148461.991788 + Penalty 2342.795110 = -146119.196678
  nChanged 46
		SP:Iteration 10Q (138250.780000 sec): 3 clusters
  Score: Raw -148537.069455 + Penalty 2342.795110 = -146194.274345
  nChanged 56
		SP:Iteration 11Q (138250.940000 sec): 3 clusters
  Score: Raw -148624.945917 + Penalty 2342.795110 = -146282.150807
  nChanged 57
		SP:Iteration 12Q (138251.140000 sec): 3 clusters
  Score: Raw -148700.875038 + Penalty 2342.795110 = -146358.079928
  nChanged 49
		SP:Iteration 13Q (138251.360000 sec): 3 clusters
  Score: Raw -148753.786559 + Penalty 2342.795110 = -146410.991449
  nChanged 20
		SP:Iteration 14Q (138251.530000 sec): 3 clusters
  Score: Raw -148769.916425 + Penalty 2342.795110 = -146427.121315
  nChanged 11
		SP:Iteration 15Q (138251.720000 sec): 3 clusters
  Score: Raw -148781.115811 + Penalty 2342.795110 = -146438.320702
  nChanged 8
		SP:Iteration 16Q (138251.950000 sec): 3 clusters
  Score: Raw -148790.781929 + Penalty 2342.795110 = -146447.986819
  nChanged 7
		SP:Iteration 17Q (138252.110000 sec): 3 clusters
  Score: Raw -148798.268011 + Penalty 2342.795110 = -146455.472902
  nChanged 1
		SP:Iteration 18Q (138252.340000 sec): 3 clusters
  Score: Raw -148798.774319 + Penalty 2342.795110 = -146455.979209
  nChanged 0
		SP:Iteration 19F (138252.540000 sec): 3 clusters
  Score: Raw -148803.679595 + Penalty 2342.795110 = -146460.884485
  nChanged 2
		SP:Iteration 20F (138252.780000 sec): 3 clusters
  Score: Raw -148808.928538 + Penalty 2342.795110 = -146466.133428
  nChanged 1
		SP:Iteration 21Q (138253.000000 sec): 3 clusters
  Score: Raw -148809.660657 + Penalty 2342.795110 = -146466.865547
  nChanged 1
		SP:Iteration 22Q (138253.170000 sec): 3 clusters
  Score: Raw -148813.377289 + Penalty 2342.795110 = -146470.582179
  nChanged 5
		SP:Iteration 23Q (138253.420000 sec): 3 clusters
  Score: Raw -148816.139365 + Penalty 2342.795110 = -146473.344255
  nChanged 4
		SP:Iteration 24Q (138253.590000 sec): 3 clusters
  Score: Raw -148817.973578 + Penalty 2342.795110 = -146475.178468
  nChanged 0
		SP:Iteration 25F (138253.770000 sec): 3 clusters
  Score: Raw -148817.973578 + Penalty 2342.795110 = -146475.178468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138253.890000 sec): 2 clusters
  Score: Raw -389661.929345 + Penalty 1345.739014 = -388316.190330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138254.080000 sec): 3 clusters
  Score: Raw -387648.281705 + Penalty 2691.478029 = -384956.803676
  nChanged 1575
		SP:Iteration 1F (138254.270000 sec): 3 clusters
  Score: Raw -388683.990116 + Penalty 2691.478029 = -385992.512087
  nChanged 363
		SP:Iteration 2F (138254.460000 sec): 3 clusters
  Score: Raw -389009.000967 + Penalty 2691.478029 = -386317.522938
  nChanged 280
		SP:Iteration 3F (138254.660000 sec): 3 clusters
  Score: Raw -389236.496848 + Penalty 2691.478029 = -386545.018819
  nChanged 222
		SP:Iteration 4F (138254.860000 sec): 3 clusters
  Score: Raw -389390.990766 + Penalty 2691.478029 = -386699.512737
  nChanged 163
		SP:Iteration 5Q (138255.060000 sec): 3 clusters
  Score: Raw -389500.579620 + Penalty 2691.478029 = -386809.101591
  nChanged 160
		SP:Iteration 6Q (138255.260000 sec): 3 clusters
  Score: Raw -389605.303132 + Penalty 2691.478029 = -386913.825103
  nChanged 123
		SP:Iteration 7Q (138255.460000 sec): 3 clusters
  Score: Raw -389675.333031 + Penalty 2691.478029 = -386983.855002
  nChanged 108
		SP:Iteration 8Q (138255.630000 sec): 3 clusters
  Score: Raw -389743.649253 + Penalty 2691.478029 = -387052.171224
  nChanged 109
		SP:Iteration 9Q (138255.800000 sec): 3 clusters
  Score: Raw -389811.380141 + Penalty 2691.478029 = -387119.902112
  nChanged 102
		SP:Iteration 10Q (138256.010000 sec): 3 clusters
  Score: Raw -389870.073115 + Penalty 2691.478029 = -387178.595086
  nChanged 79
		SP:Iteration 11Q (138256.190000 sec): 3 clusters
  Score: Raw -389907.501124 + Penalty 2691.478029 = -387216.023095
  nChanged 72
		SP:Iteration 12Q (138256.440000 sec): 3 clusters
  Score: Raw -389952.302417 + Penalty 2691.478029 = -387260.824388
  nChanged 75
		SP:Iteration 13Q (138256.620000 sec): 3 clusters
  Score: Raw -389997.019211 + Penalty 2691.478029 = -387305.541182
  nChanged 75
		SP:Iteration 14Q (138256.810000 sec): 3 clusters
  Score: Raw -390038.408157 + Penalty 2691.478029 = -387346.930128
  nChanged 71
		SP:Iteration 15Q (138256.990000 sec): 3 clusters
  Score: Raw -390083.551980 + Penalty 2691.478029 = -387392.073951
  nChanged 68
		SP:Iteration 16Q (138257.190000 sec): 3 clusters
  Score: Raw -390129.463168 + Penalty 2691.478029 = -387437.985139
  nChanged 69
		SP:Iteration 17Q (138257.380000 sec): 3 clusters
  Score: Raw -390177.448715 + Penalty 2691.478029 = -387485.970686
  nChanged 66
		SP:Iteration 18Q (138257.620000 sec): 3 clusters
  Score: Raw -390217.447055 + Penalty 2691.478029 = -387525.969026
  nChanged 64
		SP:Iteration 19Q (138257.810000 sec): 3 clusters
  Score: Raw -390254.660409 + Penalty 2691.478029 = -387563.182380
  nChanged 62
		SP:Iteration 20F (138257.980000 sec): 3 clusters
  Score: Raw -390291.441499 + Penalty 2691.478029 = -387599.963471
  nChanged 62
		SP:Iteration 21Q (138258.210000 sec): 3 clusters
  Score: Raw -390330.489953 + Penalty 2691.478029 = -387639.011925
  nChanged 53
		SP:Iteration 22Q (138258.370000 sec): 3 clusters
  Score: Raw -390365.232105 + Penalty 2691.478029 = -387673.754076
  nChanged 51
		SP:Iteration 23Q (138258.580000 sec): 3 clusters
  Score: Raw -390390.823806 + Penalty 2691.478029 = -387699.345777
  nChanged 38
		SP:Iteration 24Q (138258.810000 sec): 3 clusters
  Score: Raw -390408.088202 + Penalty 2691.478029 = -387716.610173
  nChanged 31
		SP:Iteration 25Q (138259.040000 sec): 3 clusters
  Score: Raw -390421.303360 + Penalty 2691.478029 = -387729.825331
  nChanged 25
		SP:Iteration 26Q (138259.220000 sec): 3 clusters
  Score: Raw -390435.857642 + Penalty 2691.478029 = -387744.379614
  nChanged 28
		SP:Iteration 27Q (138259.410000 sec): 3 clusters
  Score: Raw -390446.835855 + Penalty 2691.478029 = -387755.357827
  nChanged 17
		SP:Iteration 28Q (138259.600000 sec): 3 clusters
  Score: Raw -390451.151962 + Penalty 2691.478029 = -387759.673933
  nChanged 8
		SP:Iteration 29Q (138259.780000 sec): 3 clusters
  Score: Raw -390453.605209 + Penalty 2691.478029 = -387762.127180
  nChanged 6
		SP:Iteration 30Q (138259.950000 sec): 3 clusters
  Score: Raw -390456.091139 + Penalty 2691.478029 = -387764.613110
  nChanged 6
		SP:Iteration 31Q (138260.130000 sec): 3 clusters
  Score: Raw -390458.858234 + Penalty 2691.478029 = -387767.380205
  nChanged 5
		SP:Iteration 32Q (138260.330000 sec): 3 clusters
  Score: Raw -390461.014570 + Penalty 2691.478029 = -387769.536541
  nChanged 4
		SP:Iteration 33Q (138260.490000 sec): 3 clusters
  Score: Raw -390462.052999 + Penalty 2691.478029 = -387770.574970
  nChanged 2
		SP:Iteration 34Q (138260.720000 sec): 3 clusters
  Score: Raw -390462.778209 + Penalty 2691.478029 = -387771.300180
  nChanged 2
		SP:Iteration 35Q (138260.880000 sec): 3 clusters
  Score: Raw -390463.204349 + Penalty 2691.478029 = -387771.726320
  nChanged 0
		SP:Iteration 36F (138261.080000 sec): 3 clusters
  Score: Raw -390463.204349 + Penalty 2691.478029 = -387771.726320
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138261.200000 sec): 2 clusters
  Score: Raw -784169.252259 + Penalty 1447.443009 = -782721.809250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138261.430000 sec): 3 clusters
  Score: Raw -780031.478869 + Penalty 2894.886019 = -777136.592851
  nChanged 3194
		SP:Iteration 1F (138261.610000 sec): 3 clusters
  Score: Raw -781721.248855 + Penalty 2894.886019 = -778826.362837
  nChanged 565
		SP:Iteration 2F (138261.840000 sec): 3 clusters
  Score: Raw -782043.940678 + Penalty 2894.886019 = -779149.054660
  nChanged 526
		SP:Iteration 3F (138262.080000 sec): 3 clusters
  Score: Raw -782426.280322 + Penalty 2894.886019 = -779531.394304
  nChanged 540
		SP:Iteration 4F (138262.280000 sec): 3 clusters
  Score: Raw -782826.818995 + Penalty 2894.886019 = -779931.932977
  nChanged 503
		SP:Iteration 5F (138262.490000 sec): 3 clusters
  Score: Raw -783207.542989 + Penalty 2894.886019 = -780312.656971
  nChanged 448
		SP:Iteration 6F (138262.720000 sec): 3 clusters
  Score: Raw -783519.684919 + Penalty 2894.886019 = -780624.798901
  nChanged 357
		SP:Iteration 7Q (138262.890000 sec): 3 clusters
  Score: Raw -783749.292968 + Penalty 2894.886019 = -780854.406949
  nChanged 244
		SP:Iteration 8Q (138263.130000 sec): 3 clusters
  Score: Raw -783870.485926 + Penalty 2894.886019 = -780975.599907
  nChanged 162
		SP:Iteration 9Q (138263.310000 sec): 3 clusters
  Score: Raw -783936.285494 + Penalty 2894.886019 = -781041.399476
  nChanged 113
		SP:Iteration 10Q (138263.490000 sec): 3 clusters
  Score: Raw -783978.621152 + Penalty 2894.886019 = -781083.735134
  nChanged 91
		SP:Iteration 11Q (138263.720000 sec): 3 clusters
  Score: Raw -784024.177096 + Penalty 2894.886019 = -781129.291078
  nChanged 99
		SP:Iteration 12Q (138263.900000 sec): 3 clusters
  Score: Raw -784074.693657 + Penalty 2894.886019 = -781179.807638
  nChanged 90
		SP:Iteration 13Q (138264.080000 sec): 3 clusters
  Score: Raw -784118.524881 + Penalty 2894.886019 = -781223.638862
  nChanged 69
		SP:Iteration 14Q (138264.300000 sec): 3 clusters
  Score: Raw -784141.147527 + Penalty 2894.886019 = -781246.261509
  nChanged 45
		SP:Iteration 15Q (138264.510000 sec): 3 clusters
  Score: Raw -784156.199622 + Penalty 2894.886019 = -781261.313604
  nChanged 43
		SP:Iteration 16Q (138264.720000 sec): 3 clusters
  Score: Raw -784169.720854 + Penalty 2894.886019 = -781274.834835
  nChanged 41
		SP:Iteration 17Q (138264.940000 sec): 3 clusters
  Score: Raw -784183.794182 + Penalty 2894.886019 = -781288.908163
  nChanged 43
		SP:Iteration 18Q (138265.160000 sec): 3 clusters
  Score: Raw -784199.081735 + Penalty 2894.886019 = -781304.195717
  nChanged 32
		SP:Iteration 19Q (138265.340000 sec): 3 clusters
  Score: Raw -784209.734125 + Penalty 2894.886019 = -781314.848106
  nChanged 27
		SP:Iteration 20F (138265.540000 sec): 3 clusters
  Score: Raw -784218.400716 + Penalty 2894.886019 = -781323.514697
  nChanged 25
		SP:Iteration 21Q (138265.770000 sec): 3 clusters
  Score: Raw -784227.898833 + Penalty 2894.886019 = -781333.012814
  nChanged 24
		SP:Iteration 22Q (138265.990000 sec): 3 clusters
  Score: Raw -784236.196966 + Penalty 2894.886019 = -781341.310947
  nChanged 18
		SP:Iteration 23Q (138266.180000 sec): 3 clusters
  Score: Raw -784242.183484 + Penalty 2894.886019 = -781347.297466
  nChanged 21
		SP:Iteration 24Q (138266.370000 sec): 3 clusters
  Score: Raw -784248.144663 + Penalty 2894.886019 = -781353.258644
  nChanged 11
		SP:Iteration 25Q (138266.580000 sec): 3 clusters
  Score: Raw -784251.753068 + Penalty 2894.886019 = -781356.867049
  nChanged 13
		SP:Iteration 26Q (138266.810000 sec): 3 clusters
  Score: Raw -784255.033436 + Penalty 2894.886019 = -781360.147417
  nChanged 20
		SP:Iteration 27Q (138267.000000 sec): 3 clusters
  Score: Raw -784260.609826 + Penalty 2894.886019 = -781365.723807
  nChanged 19
		SP:Iteration 28Q (138267.220000 sec): 3 clusters
  Score: Raw -784265.997751 + Penalty 2894.886019 = -781371.111732
  nChanged 13
		SP:Iteration 29Q (138267.450000 sec): 3 clusters
  Score: Raw -784270.218746 + Penalty 2894.886019 = -781375.332728
  nChanged 13
		SP:Iteration 30Q (138267.690000 sec): 3 clusters
  Score: Raw -784274.605167 + Penalty 2894.886019 = -781379.719149
  nChanged 14
		SP:Iteration 31Q (138267.890000 sec): 3 clusters
  Score: Raw -784279.877992 + Penalty 2894.886019 = -781384.991973
  nChanged 15
		SP:Iteration 32Q (138268.080000 sec): 3 clusters
  Score: Raw -784286.747552 + Penalty 2894.886019 = -781391.861533
  nChanged 22
		SP:Iteration 33Q (138268.270000 sec): 3 clusters
  Score: Raw -784295.469919 + Penalty 2894.886019 = -781400.583901
  nChanged 16
		SP:Iteration 34Q (138268.480000 sec): 3 clusters
  Score: Raw -784302.520863 + Penalty 2894.886019 = -781407.634844
  nChanged 15
		SP:Iteration 35Q (138268.690000 sec): 3 clusters
  Score: Raw -784307.765519 + Penalty 2894.886019 = -781412.879500
  nChanged 15
		SP:Iteration 36Q (138268.910000 sec): 3 clusters
  Score: Raw -784312.689318 + Penalty 2894.886019 = -781417.803299
  nChanged 13
		SP:Iteration 37Q (138269.110000 sec): 3 clusters
  Score: Raw -784316.073895 + Penalty 2894.886019 = -781421.187877
  nChanged 12
		SP:Iteration 38Q (138269.310000 sec): 3 clusters
  Score: Raw -784320.512239 + Penalty 2894.886019 = -781425.626221
  nChanged 12
		SP:Iteration 39Q (138269.500000 sec): 3 clusters
  Score: Raw -784324.735438 + Penalty 2894.886019 = -781429.849419
  nChanged 12
		SP:Iteration 40F (138269.660000 sec): 3 clusters
  Score: Raw -784327.835682 + Penalty 2894.886019 = -781432.949663
  nChanged 7
		SP:Iteration 41Q (138269.870000 sec): 3 clusters
  Score: Raw -784330.246956 + Penalty 2894.886019 = -781435.360937
  nChanged 10
		SP:Iteration 42Q (138270.070000 sec): 3 clusters
  Score: Raw -784333.953758 + Penalty 2894.886019 = -781439.067740
  nChanged 10
		SP:Iteration 43Q (138270.280000 sec): 3 clusters
  Score: Raw -784336.463131 + Penalty 2894.886019 = -781441.577113
  nChanged 5
		SP:Iteration 44Q (138270.470000 sec): 3 clusters
  Score: Raw -784338.275211 + Penalty 2894.886019 = -781443.389193
  nChanged 4
		SP:Iteration 45Q (138270.660000 sec): 3 clusters
  Score: Raw -784339.848517 + Penalty 2894.886019 = -781444.962499
  nChanged 7
		SP:Iteration 46Q (138270.890000 sec): 3 clusters
  Score: Raw -784343.071627 + Penalty 2894.886019 = -781448.185608
  nChanged 9
		SP:Iteration 47Q (138271.130000 sec): 3 clusters
  Score: Raw -784346.305016 + Penalty 2894.886019 = -781451.418997
  nChanged 10
		SP:Iteration 48Q (138271.320000 sec): 3 clusters
  Score: Raw -784348.570579 + Penalty 2894.886019 = -781453.684560
  nChanged 7
		SP:Iteration 49Q (138271.560000 sec): 3 clusters
  Score: Raw -784353.305318 + Penalty 2894.886019 = -781458.419300
  nChanged 15
		SP:Iteration 50Q (138271.760000 sec): 3 clusters
  Score: Raw -784361.157024 + Penalty 2894.886019 = -781466.271006
  nChanged 14
		SP:Iteration 51Q (138271.970000 sec): 3 clusters
  Score: Raw -784366.477391 + Penalty 2894.886019 = -781471.591373
  nChanged 12
		SP:Iteration 52Q (138272.170000 sec): 3 clusters
  Score: Raw -784370.259372 + Penalty 2894.886019 = -781475.373353
  nChanged 5
		SP:Iteration 53Q (138272.390000 sec): 3 clusters
  Score: Raw -784371.372575 + Penalty 2894.886019 = -781476.486556
  nChanged 3
		SP:Iteration 54Q (138272.570000 sec): 3 clusters
  Score: Raw -784372.971021 + Penalty 2894.886019 = -781478.085003
  nChanged 8
		SP:Iteration 55Q (138272.820000 sec): 3 clusters
  Score: Raw -784380.877825 + Penalty 2894.886019 = -781485.991807
  nChanged 11
		SP:Iteration 56Q (138273.030000 sec): 3 clusters
  Score: Raw -784388.064440 + Penalty 2894.886019 = -781493.178422
  nChanged 10
		SP:Iteration 57Q (138273.200000 sec): 3 clusters
  Score: Raw -784392.443781 + Penalty 2894.886019 = -781497.557763
  nChanged 11
		SP:Iteration 58Q (138273.420000 sec): 3 clusters
  Score: Raw -784397.812188 + Penalty 2894.886019 = -781502.926169
  nChanged 15
		SP:Iteration 59Q (138273.630000 sec): 3 clusters
  Score: Raw -784405.976418 + Penalty 2894.886019 = -781511.090400
  nChanged 16
		SP:Iteration 60F (138273.810000 sec): 3 clusters
  Score: Raw -784415.230769 + Penalty 2894.886019 = -781520.344750
  nChanged 16
		SP:Iteration 61Q (138274.020000 sec): 3 clusters
  Score: Raw -784421.754651 + Penalty 2894.886019 = -781526.868633
  nChanged 8
		SP:Iteration 62Q (138274.190000 sec): 3 clusters
  Score: Raw -784425.487207 + Penalty 2894.886019 = -781530.601189
  nChanged 12
		SP:Iteration 63Q (138274.430000 sec): 3 clusters
  Score: Raw -784429.416948 + Penalty 2894.886019 = -781534.530929
  nChanged 10
		SP:Iteration 64Q (138274.610000 sec): 3 clusters
  Score: Raw -784432.918611 + Penalty 2894.886019 = -781538.032592
  nChanged 4
		SP:Iteration 65Q (138274.820000 sec): 3 clusters
  Score: Raw -784434.411628 + Penalty 2894.886019 = -781539.525610
  nChanged 9
		SP:Iteration 66Q (138274.990000 sec): 3 clusters
  Score: Raw -784438.848599 + Penalty 2894.886019 = -781543.962581
  nChanged 12
		SP:Iteration 67Q (138275.200000 sec): 3 clusters
  Score: Raw -784444.935813 + Penalty 2894.886019 = -781550.049795
  nChanged 10
		SP:Iteration 68Q (138275.380000 sec): 3 clusters
  Score: Raw -784449.747599 + Penalty 2894.886019 = -781554.861580
  nChanged 13
		SP:Iteration 69Q (138275.570000 sec): 3 clusters
  Score: Raw -784454.413977 + Penalty 2894.886019 = -781559.527959
  nChanged 9
		SP:Iteration 70Q (138275.750000 sec): 3 clusters
  Score: Raw -784459.122903 + Penalty 2894.886019 = -781564.236885
  nChanged 10
		SP:Iteration 71Q (138275.950000 sec): 3 clusters
  Score: Raw -784462.816641 + Penalty 2894.886019 = -781567.930623
  nChanged 5
		SP:Iteration 72Q (138276.150000 sec): 3 clusters
  Score: Raw -784464.839521 + Penalty 2894.886019 = -781569.953503
  nChanged 3
		SP:Iteration 73Q (138276.360000 sec): 3 clusters
  Score: Raw -784466.116988 + Penalty 2894.886019 = -781571.230969
  nChanged 7
		SP:Iteration 74Q (138276.560000 sec): 3 clusters
  Score: Raw -784468.377520 + Penalty 2894.886019 = -781573.491501
  nChanged 2
		SP:Iteration 75Q (138276.740000 sec): 3 clusters
  Score: Raw -784469.082458 + Penalty 2894.886019 = -781574.196439
  nChanged 1
		SP:Iteration 76Q (138276.910000 sec): 3 clusters
  Score: Raw -784470.357178 + Penalty 2894.886019 = -781575.471160
  nChanged 3
		SP:Iteration 77Q (138277.120000 sec): 3 clusters
  Score: Raw -784471.291686 + Penalty 2894.886019 = -781576.405668
  nChanged 1
		SP:Iteration 78Q (138277.310000 sec): 3 clusters
  Score: Raw -784471.896968 + Penalty 2894.886019 = -781577.010950
  nChanged 2
		SP:Iteration 79Q (138277.500000 sec): 3 clusters
  Score: Raw -784472.310090 + Penalty 2894.886019 = -781577.424071
  nChanged 0
		SP:Iteration 80F (138277.710000 sec): 3 clusters
  Score: Raw -784472.310090 + Penalty 2894.886019 = -781577.424071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138277.820000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138277.960000 sec): 3 clusters
  Score: Raw -85727.737879 + Penalty 2192.965621 = -83534.772257
  nChanged 227
		SP:Iteration 1F (138278.130000 sec): 3 clusters
  Score: Raw -85959.766994 + Penalty 2192.965621 = -83766.801373
  nChanged 72
		SP:Iteration 2F (138278.330000 sec): 3 clusters
  Score: Raw -86063.153885 + Penalty 2192.965621 = -83870.188263
  nChanged 47
		SP:Iteration 3F (138278.540000 sec): 3 clusters
  Score: Raw -86139.561154 + Penalty 2192.965621 = -83946.595533
  nChanged 30
		SP:Iteration 4Q (138278.730000 sec): 3 clusters
  Score: Raw -86180.853992 + Penalty 2192.965621 = -83987.888371
  nChanged 23
		SP:Iteration 5Q (138278.890000 sec): 3 clusters
  Score: Raw -86213.092106 + Penalty 2192.965621 = -84020.126485
  nChanged 13
		SP:Iteration 6Q (138279.070000 sec): 3 clusters
  Score: Raw -86227.606527 + Penalty 2192.965621 = -84034.640906
  nChanged 11
		SP:Iteration 7Q (138279.270000 sec): 3 clusters
  Score: Raw -86241.007265 + Penalty 2192.965621 = -84048.041644
  nChanged 10
		SP:Iteration 8Q (138279.460000 sec): 3 clusters
  Score: Raw -86251.098898 + Penalty 2192.965621 = -84058.133277
  nChanged 8
		SP:Iteration 9Q (138279.600000 sec): 3 clusters
  Score: Raw -86262.437102 + Penalty 2192.965621 = -84069.471481
  nChanged 12
		SP:Iteration 10Q (138279.780000 sec): 3 clusters
  Score: Raw -86280.810903 + Penalty 2192.965621 = -84087.845282
  nChanged 9
		SP:Iteration 11Q (138280.000000 sec): 3 clusters
  Score: Raw -86292.214811 + Penalty 2192.965621 = -84099.249190
  nChanged 4
		SP:Iteration 12Q (138280.190000 sec): 3 clusters
  Score: Raw -86295.247211 + Penalty 2192.965621 = -84102.281590
  nChanged 0
		SP:Iteration 13F (138280.380000 sec): 3 clusters
  Score: Raw -86295.247211 + Penalty 2192.965621 = -84102.281590
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138280.540000 sec): 2 clusters
  Score: Raw -1647961.407759 + Penalty 1572.506535 = -1646388.901224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138280.770000 sec): 3 clusters
  Score: Raw -1638436.376360 + Penalty 3145.013070 = -1635291.363290
  nChanged 7218
		SP:Iteration 1F (138280.960000 sec): 3 clusters
  Score: Raw -1642347.467533 + Penalty 3145.013070 = -1639202.454463
  nChanged 893
		SP:Iteration 2F (138281.240000 sec): 3 clusters
  Score: Raw -1642740.556986 + Penalty 3145.013070 = -1639595.543916
  nChanged 884
		SP:Iteration 3F (138281.480000 sec): 3 clusters
  Score: Raw -1643239.664411 + Penalty 3145.013070 = -1640094.651340
  nChanged 981
		SP:Iteration 4F (138281.750000 sec): 3 clusters
  Score: Raw -1643905.582914 + Penalty 3145.013070 = -1640760.569843
  nChanged 1005
		SP:Iteration 5F (138281.960000 sec): 3 clusters
  Score: Raw -1644622.513478 + Penalty 3145.013070 = -1641477.500407
  nChanged 1021
		SP:Iteration 6F (138282.280000 sec): 3 clusters
  Score: Raw -1645386.289230 + Penalty 3145.013070 = -1642241.276160
  nChanged 1022
		SP:Iteration 7F (138282.520000 sec): 3 clusters
  Score: Raw -1646122.530367 + Penalty 3145.013070 = -1642977.517297
  nChanged 895
		SP:Iteration 8F (138282.790000 sec): 3 clusters
  Score: Raw -1646660.996596 + Penalty 3145.013070 = -1643515.983526
  nChanged 696
		SP:Iteration 9Q (138283.000000 sec): 3 clusters
  Score: Raw -1647001.529860 + Penalty 3145.013070 = -1643856.516790
  nChanged 514
		SP:Iteration 10Q (138283.280000 sec): 3 clusters
  Score: Raw -1647192.578984 + Penalty 3145.013070 = -1644047.565914
  nChanged 347
		SP:Iteration 11Q (138283.530000 sec): 3 clusters
  Score: Raw -1647295.085909 + Penalty 3145.013070 = -1644150.072838
  nChanged 248
		SP:Iteration 12Q (138283.770000 sec): 3 clusters
  Score: Raw -1647356.877360 + Penalty 3145.013070 = -1644211.864289
  nChanged 180
		SP:Iteration 13Q (138283.990000 sec): 3 clusters
  Score: Raw -1647396.478027 + Penalty 3145.013070 = -1644251.464957
  nChanged 165
		SP:Iteration 14Q (138284.240000 sec): 3 clusters
  Score: Raw -1647432.655651 + Penalty 3145.013070 = -1644287.642580
  nChanged 154
		SP:Iteration 15Q (138284.470000 sec): 3 clusters
  Score: Raw -1647462.455645 + Penalty 3145.013070 = -1644317.442575
  nChanged 136
		SP:Iteration 16Q (138284.690000 sec): 3 clusters
  Score: Raw -1647487.880608 + Penalty 3145.013070 = -1644342.867538
  nChanged 118
		SP:Iteration 17Q (138284.950000 sec): 3 clusters
  Score: Raw -1647510.275754 + Penalty 3145.013070 = -1644365.262683
  nChanged 106
		SP:Iteration 18Q (138285.180000 sec): 3 clusters
  Score: Raw -1647528.362066 + Penalty 3145.013070 = -1644383.348995
  nChanged 105
		SP:Iteration 19Q (138285.450000 sec): 3 clusters
  Score: Raw -1647544.626162 + Penalty 3145.013070 = -1644399.613092
  nChanged 80
		SP:Iteration 20F (138285.680000 sec): 3 clusters
  Score: Raw -1647556.150897 + Penalty 3145.013070 = -1644411.137827
  nChanged 73
		SP:Iteration 21Q (138285.930000 sec): 3 clusters
  Score: Raw -1647565.427930 + Penalty 3145.013070 = -1644420.414860
  nChanged 71
		SP:Iteration 22Q (138286.200000 sec): 3 clusters
  Score: Raw -1647575.301148 + Penalty 3145.013070 = -1644430.288078
  nChanged 66
		SP:Iteration 23Q (138286.450000 sec): 3 clusters
  Score: Raw -1647585.191726 + Penalty 3145.013070 = -1644440.178656
  nChanged 71
		SP:Iteration 24Q (138286.690000 sec): 3 clusters
  Score: Raw -1647594.544921 + Penalty 3145.013070 = -1644449.531851
  nChanged 59
		SP:Iteration 25Q (138286.930000 sec): 3 clusters
  Score: Raw -1647602.376770 + Penalty 3145.013070 = -1644457.363699
  nChanged 61
		SP:Iteration 26Q (138287.160000 sec): 3 clusters
  Score: Raw -1647610.607645 + Penalty 3145.013070 = -1644465.594575
  nChanged 58
		SP:Iteration 27Q (138287.430000 sec): 3 clusters
  Score: Raw -1647618.099868 + Penalty 3145.013070 = -1644473.086798
  nChanged 59
		SP:Iteration 28Q (138287.640000 sec): 3 clusters
  Score: Raw -1647626.577645 + Penalty 3145.013070 = -1644481.564575
  nChanged 61
		SP:Iteration 29Q (138287.950000 sec): 3 clusters
  Score: Raw -1647635.257844 + Penalty 3145.013070 = -1644490.244774
  nChanged 56
		SP:Iteration 30Q (138288.210000 sec): 3 clusters
  Score: Raw -1647641.527345 + Penalty 3145.013070 = -1644496.514275
  nChanged 45
		SP:Iteration 31Q (138288.410000 sec): 3 clusters
  Score: Raw -1647647.931121 + Penalty 3145.013070 = -1644502.918051
  nChanged 41
		SP:Iteration 32Q (138288.700000 sec): 3 clusters
  Score: Raw -1647654.801384 + Penalty 3145.013070 = -1644509.788313
  nChanged 39
		SP:Iteration 33Q (138288.900000 sec): 3 clusters
  Score: Raw -1647660.360964 + Penalty 3145.013070 = -1644515.347894
  nChanged 48
		SP:Iteration 34Q (138289.140000 sec): 3 clusters
  Score: Raw -1647666.801736 + Penalty 3145.013070 = -1644521.788666
  nChanged 38
		SP:Iteration 35Q (138289.420000 sec): 3 clusters
  Score: Raw -1647671.278358 + Penalty 3145.013070 = -1644526.265288
  nChanged 32
		SP:Iteration 36Q (138289.670000 sec): 3 clusters
  Score: Raw -1647675.050350 + Penalty 3145.013070 = -1644530.037280
  nChanged 33
		SP:Iteration 37Q (138289.910000 sec): 3 clusters
  Score: Raw -1647678.262186 + Penalty 3145.013070 = -1644533.249116
  nChanged 24
		SP:Iteration 38Q (138290.150000 sec): 3 clusters
  Score: Raw -1647680.124021 + Penalty 3145.013070 = -1644535.110951
  nChanged 15
		SP:Iteration 39Q (138290.410000 sec): 3 clusters
  Score: Raw -1647681.487707 + Penalty 3145.013070 = -1644536.474636
  nChanged 15
		SP:Iteration 40F (138290.690000 sec): 3 clusters
  Score: Raw -1647682.452275 + Penalty 3145.013070 = -1644537.439205
  nChanged 9
		SP:Iteration 41Q (138290.970000 sec): 3 clusters
  Score: Raw -1647683.402028 + Penalty 3145.013070 = -1644538.388958
  nChanged 14
		SP:Iteration 42Q (138291.230000 sec): 3 clusters
  Score: Raw -1647685.082064 + Penalty 3145.013070 = -1644540.068993
  nChanged 23
		SP:Iteration 43Q (138291.500000 sec): 3 clusters
  Score: Raw -1647687.542168 + Penalty 3145.013070 = -1644542.529098
  nChanged 30
		SP:Iteration 44Q (138291.770000 sec): 3 clusters
  Score: Raw -1647690.493512 + Penalty 3145.013070 = -1644545.480442
  nChanged 23
		SP:Iteration 45Q (138292.060000 sec): 3 clusters
  Score: Raw -1647692.932425 + Penalty 3145.013070 = -1644547.919354
  nChanged 25
		SP:Iteration 46Q (138292.280000 sec): 3 clusters
  Score: Raw -1647695.251782 + Penalty 3145.013070 = -1644550.238712
  nChanged 24
		SP:Iteration 47Q (138292.530000 sec): 3 clusters
  Score: Raw -1647697.682602 + Penalty 3145.013070 = -1644552.669532
  nChanged 22
		SP:Iteration 48Q (138292.800000 sec): 3 clusters
  Score: Raw -1647700.218700 + Penalty 3145.013070 = -1644555.205630
  nChanged 30
		SP:Iteration 49Q (138293.070000 sec): 3 clusters
  Score: Raw -1647703.241703 + Penalty 3145.013070 = -1644558.228633
  nChanged 20
		SP:Iteration 50Q (138293.270000 sec): 3 clusters
  Score: Raw -1647704.980751 + Penalty 3145.013070 = -1644559.967681
  nChanged 24
		SP:Iteration 51Q (138293.550000 sec): 3 clusters
  Score: Raw -1647706.810386 + Penalty 3145.013070 = -1644561.797316
  nChanged 17
		SP:Iteration 52Q (138293.790000 sec): 3 clusters
  Score: Raw -1647708.310106 + Penalty 3145.013070 = -1644563.297036
  nChanged 18
		SP:Iteration 53Q (138294.020000 sec): 3 clusters
  Score: Raw -1647709.848422 + Penalty 3145.013070 = -1644564.835352
  nChanged 11
		SP:Iteration 54Q (138294.240000 sec): 3 clusters
  Score: Raw -1647710.794925 + Penalty 3145.013070 = -1644565.781855
  nChanged 10
		SP:Iteration 55Q (138294.430000 sec): 3 clusters
  Score: Raw -1647711.682268 + Penalty 3145.013070 = -1644566.669198
  nChanged 9
		SP:Iteration 56Q (138294.700000 sec): 3 clusters
  Score: Raw -1647712.614627 + Penalty 3145.013070 = -1644567.601556
  nChanged 17
		SP:Iteration 57Q (138294.940000 sec): 3 clusters
  Score: Raw -1647714.316264 + Penalty 3145.013070 = -1644569.303194
  nChanged 20
		SP:Iteration 58Q (138295.190000 sec): 3 clusters
  Score: Raw -1647716.713257 + Penalty 3145.013070 = -1644571.700187
  nChanged 24
		SP:Iteration 59Q (138295.500000 sec): 3 clusters
  Score: Raw -1647719.868479 + Penalty 3145.013070 = -1644574.855409
  nChanged 27
		SP:Iteration 60F (138295.700000 sec): 3 clusters
  Score: Raw -1647722.519326 + Penalty 3145.013070 = -1644577.506256
  nChanged 30
		SP:Iteration 61Q (138295.960000 sec): 3 clusters
  Score: Raw -1647725.813800 + Penalty 3145.013070 = -1644580.800730
  nChanged 24
		SP:Iteration 62Q (138296.220000 sec): 3 clusters
  Score: Raw -1647729.137240 + Penalty 3145.013070 = -1644584.124170
  nChanged 33
		SP:Iteration 63Q (138296.460000 sec): 3 clusters
  Score: Raw -1647733.309113 + Penalty 3145.013070 = -1644588.296043
  nChanged 29
		SP:Iteration 64Q (138296.680000 sec): 3 clusters
  Score: Raw -1647737.723138 + Penalty 3145.013070 = -1644592.710067
  nChanged 35
		SP:Iteration 65Q (138296.930000 sec): 3 clusters
  Score: Raw -1647742.235657 + Penalty 3145.013070 = -1644597.222587
  nChanged 46
		SP:Iteration 66Q (138297.180000 sec): 3 clusters
  Score: Raw -1647748.994481 + Penalty 3145.013070 = -1644603.981411
  nChanged 59
		SP:Iteration 67Q (138297.400000 sec): 3 clusters
  Score: Raw -1647759.676510 + Penalty 3145.013070 = -1644614.663440
  nChanged 64
		SP:Iteration 68Q (138297.620000 sec): 3 clusters
  Score: Raw -1647771.159601 + Penalty 3145.013070 = -1644626.146531
  nChanged 71
		SP:Iteration 69Q (138297.880000 sec): 3 clusters
  Score: Raw -1647787.730651 + Penalty 3145.013070 = -1644642.717580
  nChanged 89
		SP:Iteration 70Q (138298.100000 sec): 3 clusters
  Score: Raw -1647810.257758 + Penalty 3145.013070 = -1644665.244688
  nChanged 91
		SP:Iteration 71Q (138298.340000 sec): 3 clusters
  Score: Raw -1647833.986909 + Penalty 3145.013070 = -1644688.973839
  nChanged 107
		SP:Iteration 72Q (138298.570000 sec): 3 clusters
  Score: Raw -1647865.747938 + Penalty 3145.013070 = -1644720.734868
  nChanged 118
		SP:Iteration 73Q (138298.810000 sec): 3 clusters
  Score: Raw -1647909.528274 + Penalty 3145.013070 = -1644764.515204
  nChanged 142
		SP:Iteration 74Q (138299.100000 sec): 3 clusters
  Score: Raw -1647962.920399 + Penalty 3145.013070 = -1644817.907329
  nChanged 137
		SP:Iteration 75Q (138299.330000 sec): 3 clusters
  Score: Raw -1648018.434577 + Penalty 3145.013070 = -1644873.421506
  nChanged 138
		SP:Iteration 76Q (138299.590000 sec): 3 clusters
  Score: Raw -1648069.246918 + Penalty 3145.013070 = -1644924.233848
  nChanged 138
		SP:Iteration 77Q (138299.880000 sec): 3 clusters
  Score: Raw -1648114.511005 + Penalty 3145.013070 = -1644969.497935
  nChanged 128
		SP:Iteration 78Q (138300.100000 sec): 3 clusters
  Score: Raw -1648149.619090 + Penalty 3145.013070 = -1645004.606020
  nChanged 116
		SP:Iteration 79Q (138300.350000 sec): 3 clusters
  Score: Raw -1648186.750620 + Penalty 3145.013070 = -1645041.737550
  nChanged 118
		SP:Iteration 80F (138300.600000 sec): 3 clusters
  Score: Raw -1648222.072419 + Penalty 3145.013070 = -1645077.059349
  nChanged 109
		SP:Iteration 81Q (138300.840000 sec): 3 clusters
  Score: Raw -1648249.644986 + Penalty 3145.013070 = -1645104.631916
  nChanged 88
		SP:Iteration 82Q (138301.060000 sec): 3 clusters
  Score: Raw -1648264.617212 + Penalty 3145.013070 = -1645119.604142
  nChanged 63
		SP:Iteration 83Q (138301.320000 sec): 3 clusters
  Score: Raw -1648274.521571 + Penalty 3145.013070 = -1645129.508500
  nChanged 43
		SP:Iteration 84Q (138301.550000 sec): 3 clusters
  Score: Raw -1648278.859707 + Penalty 3145.013070 = -1645133.846637
  nChanged 20
		SP:Iteration 85Q (138301.820000 sec): 3 clusters
  Score: Raw -1648280.821097 + Penalty 3145.013070 = -1645135.808027
  nChanged 15
		SP:Iteration 86Q (138302.070000 sec): 3 clusters
  Score: Raw -1648282.240824 + Penalty 3145.013070 = -1645137.227754
  nChanged 17
		SP:Iteration 87Q (138302.290000 sec): 3 clusters
  Score: Raw -1648283.723310 + Penalty 3145.013070 = -1645138.710239
  nChanged 14
		SP:Iteration 88Q (138302.530000 sec): 3 clusters
  Score: Raw -1648284.624043 + Penalty 3145.013070 = -1645139.610972
  nChanged 10
		SP:Iteration 89Q (138302.730000 sec): 3 clusters
  Score: Raw -1648285.350935 + Penalty 3145.013070 = -1645140.337865
  nChanged 13
		SP:Iteration 90Q (138303.020000 sec): 3 clusters
  Score: Raw -1648286.314313 + Penalty 3145.013070 = -1645141.301243
  nChanged 12
		SP:Iteration 91Q (138303.230000 sec): 3 clusters
  Score: Raw -1648287.158039 + Penalty 3145.013070 = -1645142.144969
  nChanged 10
		SP:Iteration 92Q (138303.480000 sec): 3 clusters
  Score: Raw -1648288.116712 + Penalty 3145.013070 = -1645143.103641
  nChanged 13
		SP:Iteration 93Q (138303.730000 sec): 3 clusters
  Score: Raw -1648289.975938 + Penalty 3145.013070 = -1645144.962868
  nChanged 15
		SP:Iteration 94Q (138303.970000 sec): 3 clusters
  Score: Raw -1648291.024165 + Penalty 3145.013070 = -1645146.011094
  nChanged 6
		SP:Iteration 95Q (138304.200000 sec): 3 clusters
  Score: Raw -1648291.424780 + Penalty 3145.013070 = -1645146.411710
  nChanged 4
		SP:Iteration 96Q (138304.440000 sec): 3 clusters
  Score: Raw -1648291.668116 + Penalty 3145.013070 = -1645146.655046
  nChanged 5
		SP:Iteration 97Q (138304.680000 sec): 3 clusters
  Score: Raw -1648291.954782 + Penalty 3145.013070 = -1645146.941712
  nChanged 5
		SP:Iteration 98Q (138304.930000 sec): 3 clusters
  Score: Raw -1648292.270453 + Penalty 3145.013070 = -1645147.257383
  nChanged 5
		SP:Iteration 99Q (138305.190000 sec): 3 clusters
  Score: Raw -1648292.692755 + Penalty 3145.013070 = -1645147.679684
  nChanged 5
		SP:Iteration 100F (138305.430000 sec): 3 clusters
  Score: Raw -1648293.088145 + Penalty 3145.013070 = -1645148.075075
  nChanged 3
		SP:Iteration 101Q (138305.690000 sec): 3 clusters
  Score: Raw -1648293.259295 + Penalty 3145.013070 = -1645148.246225
  nChanged 3
		SP:Iteration 102Q (138305.940000 sec): 3 clusters
  Score: Raw -1648293.398820 + Penalty 3145.013070 = -1645148.385749
  nChanged 2
		SP:Iteration 103Q (138306.170000 sec): 3 clusters
  Score: Raw -1648293.464563 + Penalty 3145.013070 = -1645148.451492
  nChanged 1
		SP:Iteration 104Q (138306.420000 sec): 3 clusters
  Score: Raw -1648293.530642 + Penalty 3145.013070 = -1645148.517572
  nChanged 1
		SP:Iteration 105Q (138306.700000 sec): 3 clusters
  Score: Raw -1648293.590124 + Penalty 3145.013070 = -1645148.577054
  nChanged 2
		SP:Iteration 106Q (138306.890000 sec): 3 clusters
  Score: Raw -1648293.764254 + Penalty 3145.013070 = -1645148.751184
  nChanged 6
		SP:Iteration 107Q (138307.210000 sec): 3 clusters
  Score: Raw -1648294.147127 + Penalty 3145.013070 = -1645149.134056
  nChanged 3
		SP:Iteration 108Q (138307.410000 sec): 3 clusters
  Score: Raw -1648294.264403 + Penalty 3145.013070 = -1645149.251332
  nChanged 3
		SP:Iteration 109Q (138307.690000 sec): 3 clusters
  Score: Raw -1648294.371104 + Penalty 3145.013070 = -1645149.358034
  nChanged 2
		SP:Iteration 110Q (138307.910000 sec): 3 clusters
  Score: Raw -1648294.558469 + Penalty 3145.013070 = -1645149.545399
  nChanged 3
		SP:Iteration 111Q (138308.140000 sec): 3 clusters
  Score: Raw -1648294.935905 + Penalty 3145.013070 = -1645149.922835
  nChanged 5
		SP:Iteration 112Q (138308.400000 sec): 3 clusters
  Score: Raw -1648295.206040 + Penalty 3145.013070 = -1645150.192970
  nChanged 2
		SP:Iteration 113Q (138308.620000 sec): 3 clusters
  Score: Raw -1648295.289206 + Penalty 3145.013070 = -1645150.276136
  nChanged 0
		SP:Iteration 114F (138308.870000 sec): 3 clusters
  Score: Raw -1648295.289206 + Penalty 3145.013070 = -1645150.276136
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138309.010000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138309.160000 sec): 3 clusters
  Score: Raw -46963.163322 + Penalty 1975.978288 = -44987.185033
  nChanged 89
		SP:Iteration 1F (138309.310000 sec): 3 clusters
  Score: Raw -47095.408802 + Penalty 1975.978288 = -45119.430513
  nChanged 20
		SP:Iteration 2Q (138309.440000 sec): 3 clusters
  Score: Raw -47131.142553 + Penalty 1975.978288 = -45155.164264
  nChanged 9
		SP:Iteration 3Q (138309.620000 sec): 3 clusters
  Score: Raw -47152.099858 + Penalty 1975.978288 = -45176.121569
  nChanged 5
		SP:Iteration 4Q (138309.810000 sec): 3 clusters
  Score: Raw -47161.113869 + Penalty 1975.978288 = -45185.135580
  nChanged 2
		SP:Iteration 5Q (138309.980000 sec): 3 clusters
  Score: Raw -47164.380836 + Penalty 1975.978288 = -45188.402548
  nChanged 1
		SP:Iteration 6Q (138310.150000 sec): 3 clusters
  Score: Raw -47166.691093 + Penalty 1975.978288 = -45190.712805
  nChanged 1
		SP:Iteration 7Q (138310.360000 sec): 3 clusters
  Score: Raw -47168.321779 + Penalty 1975.978288 = -45192.343491
  nChanged 1
		SP:Iteration 8Q (138310.570000 sec): 3 clusters
  Score: Raw -47170.532168 + Penalty 1975.978288 = -45194.553880
  nChanged 0
		SP:Iteration 9F (138310.730000 sec): 3 clusters
  Score: Raw -47170.532168 + Penalty 1975.978288 = -45194.553880
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138310.810000 sec): 2 clusters
  Score: Raw -470763.406430 + Penalty 1388.246576 = -469375.159854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138311.030000 sec): 3 clusters
  Score: Raw -468131.846099 + Penalty 2776.493152 = -465355.352947
  nChanged 2145
		SP:Iteration 1F (138311.210000 sec): 3 clusters
  Score: Raw -469416.769480 + Penalty 2776.493152 = -466640.276329
  nChanged 430
		SP:Iteration 2F (138311.470000 sec): 3 clusters
  Score: Raw -469718.505293 + Penalty 2776.493152 = -466942.012141
  nChanged 319
		SP:Iteration 3F (138311.630000 sec): 3 clusters
  Score: Raw -469894.498569 + Penalty 2776.493152 = -467118.005417
  nChanged 250
		SP:Iteration 4Q (138311.840000 sec): 3 clusters
  Score: Raw -470023.321770 + Penalty 2776.493152 = -467246.828618
  nChanged 209
		SP:Iteration 5Q (138311.990000 sec): 3 clusters
  Score: Raw -470147.144074 + Penalty 2776.493152 = -467370.650923
  nChanged 188
		SP:Iteration 6Q (138312.240000 sec): 3 clusters
  Score: Raw -470261.033042 + Penalty 2776.493152 = -467484.539890
  nChanged 187
		SP:Iteration 7Q (138312.430000 sec): 3 clusters
  Score: Raw -470383.119855 + Penalty 2776.493152 = -467606.626704
  nChanged 182
		SP:Iteration 8Q (138312.620000 sec): 3 clusters
  Score: Raw -470506.498355 + Penalty 2776.493152 = -467730.005203
  nChanged 187
		SP:Iteration 9Q (138312.810000 sec): 3 clusters
  Score: Raw -470636.350881 + Penalty 2776.493152 = -467859.857729
  nChanged 154
		SP:Iteration 10Q (138313.050000 sec): 3 clusters
  Score: Raw -470743.494228 + Penalty 2776.493152 = -467967.001076
  nChanged 121
		SP:Iteration 11Q (138313.270000 sec): 3 clusters
  Score: Raw -470832.848269 + Penalty 2776.493152 = -468056.355117
  nChanged 116
		SP:Iteration 12Q (138313.470000 sec): 3 clusters
  Score: Raw -470915.892520 + Penalty 2776.493152 = -468139.399368
  nChanged 94
		SP:Iteration 13Q (138313.680000 sec): 3 clusters
  Score: Raw -470986.905733 + Penalty 2776.493152 = -468210.412582
  nChanged 78
		SP:Iteration 14Q (138313.890000 sec): 3 clusters
  Score: Raw -471055.602689 + Penalty 2776.493152 = -468279.109538
  nChanged 65
		SP:Iteration 15Q (138314.100000 sec): 3 clusters
  Score: Raw -471098.557170 + Penalty 2776.493152 = -468322.064019
  nChanged 44
		SP:Iteration 16Q (138314.290000 sec): 3 clusters
  Score: Raw -471126.377772 + Penalty 2776.493152 = -468349.884621
  nChanged 34
		SP:Iteration 17Q (138314.470000 sec): 3 clusters
  Score: Raw -471151.126263 + Penalty 2776.493152 = -468374.633111
  nChanged 27
		SP:Iteration 18Q (138314.680000 sec): 3 clusters
  Score: Raw -471168.485607 + Penalty 2776.493152 = -468391.992456
  nChanged 24
		SP:Iteration 19Q (138314.870000 sec): 3 clusters
  Score: Raw -471186.056749 + Penalty 2776.493152 = -468409.563597
  nChanged 20
		SP:Iteration 20F (138315.070000 sec): 3 clusters
  Score: Raw -471200.599892 + Penalty 2776.493152 = -468424.106741
  nChanged 22
		SP:Iteration 21Q (138315.270000 sec): 3 clusters
  Score: Raw -471215.560900 + Penalty 2776.493152 = -468439.067749
  nChanged 17
		SP:Iteration 22Q (138315.460000 sec): 3 clusters
  Score: Raw -471227.547271 + Penalty 2776.493152 = -468451.054120
  nChanged 12
		SP:Iteration 23Q (138315.660000 sec): 3 clusters
  Score: Raw -471237.444515 + Penalty 2776.493152 = -468460.951363
  nChanged 10
		SP:Iteration 24Q (138315.850000 sec): 3 clusters
  Score: Raw -471245.647374 + Penalty 2776.493152 = -468469.154222
  nChanged 10
		SP:Iteration 25Q (138316.040000 sec): 3 clusters
  Score: Raw -471254.559130 + Penalty 2776.493152 = -468478.065979
  nChanged 10
		SP:Iteration 26Q (138316.250000 sec): 3 clusters
  Score: Raw -471266.796125 + Penalty 2776.493152 = -468490.302974
  nChanged 9
		SP:Iteration 27Q (138316.410000 sec): 3 clusters
  Score: Raw -471271.984711 + Penalty 2776.493152 = -468495.491560
  nChanged 3
		SP:Iteration 28Q (138316.610000 sec): 3 clusters
  Score: Raw -471273.794903 + Penalty 2776.493152 = -468497.301751
  nChanged 3
		SP:Iteration 29Q (138316.770000 sec): 3 clusters
  Score: Raw -471276.262786 + Penalty 2776.493152 = -468499.769634
  nChanged 3
		SP:Iteration 30Q (138317.000000 sec): 3 clusters
  Score: Raw -471278.509650 + Penalty 2776.493152 = -468502.016498
  nChanged 2
		SP:Iteration 31Q (138317.210000 sec): 3 clusters
  Score: Raw -471279.115345 + Penalty 2776.493152 = -468502.622193
  nChanged 2
		SP:Iteration 32Q (138317.390000 sec): 3 clusters
  Score: Raw -471279.960932 + Penalty 2776.493152 = -468503.467781
  nChanged 0
		SP:Iteration 33F (138317.560000 sec): 3 clusters
  Score: Raw -471279.960932 + Penalty 2776.493152 = -468503.467781
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138317.710000 sec): 2 clusters
  Score: Raw -627979.748401 + Penalty 1415.903657 = -626563.844744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138317.890000 sec): 3 clusters
  Score: Raw -624687.392636 + Penalty 2831.807314 = -621855.585322
  nChanged 2540
		SP:Iteration 1F (138318.060000 sec): 3 clusters
  Score: Raw -626159.490875 + Penalty 2831.807314 = -623327.683561
  nChanged 482
		SP:Iteration 2F (138318.260000 sec): 3 clusters
  Score: Raw -626415.441226 + Penalty 2831.807314 = -623583.633911
  nChanged 340
		SP:Iteration 3F (138318.500000 sec): 3 clusters
  Score: Raw -626606.335238 + Penalty 2831.807314 = -623774.527924
  nChanged 298
		SP:Iteration 4Q (138318.680000 sec): 3 clusters
  Score: Raw -626767.092292 + Penalty 2831.807314 = -623935.284978
  nChanged 270
		SP:Iteration 5Q (138318.890000 sec): 3 clusters
  Score: Raw -626923.882187 + Penalty 2831.807314 = -624092.074872
  nChanged 286
		SP:Iteration 6Q (138319.120000 sec): 3 clusters
  Score: Raw -627102.674602 + Penalty 2831.807314 = -624270.867288
  nChanged 295
		SP:Iteration 7Q (138319.300000 sec): 3 clusters
  Score: Raw -627287.821630 + Penalty 2831.807314 = -624456.014316
  nChanged 274
		SP:Iteration 8Q (138319.520000 sec): 3 clusters
  Score: Raw -627447.827336 + Penalty 2831.807314 = -624616.020022
  nChanged 220
		SP:Iteration 9Q (138319.790000 sec): 3 clusters
  Score: Raw -627562.861461 + Penalty 2831.807314 = -624731.054147
  nChanged 207
		SP:Iteration 10Q (138319.980000 sec): 3 clusters
  Score: Raw -627669.108865 + Penalty 2831.807314 = -624837.301550
  nChanged 165
		SP:Iteration 11Q (138320.210000 sec): 3 clusters
  Score: Raw -627762.082619 + Penalty 2831.807314 = -624930.275305
  nChanged 150
		SP:Iteration 12Q (138320.430000 sec): 3 clusters
  Score: Raw -627834.494900 + Penalty 2831.807314 = -625002.687586
  nChanged 128
		SP:Iteration 13Q (138320.640000 sec): 3 clusters
  Score: Raw -627896.446558 + Penalty 2831.807314 = -625064.639244
  nChanged 104
		SP:Iteration 14Q (138320.890000 sec): 3 clusters
  Score: Raw -627938.860729 + Penalty 2831.807314 = -625107.053415
  nChanged 75
		SP:Iteration 15Q (138321.080000 sec): 3 clusters
  Score: Raw -627969.374926 + Penalty 2831.807314 = -625137.567612
  nChanged 60
		SP:Iteration 16Q (138321.290000 sec): 3 clusters
  Score: Raw -627992.429963 + Penalty 2831.807314 = -625160.622649
  nChanged 63
		SP:Iteration 17Q (138321.490000 sec): 3 clusters
  Score: Raw -628018.237014 + Penalty 2831.807314 = -625186.429700
  nChanged 53
		SP:Iteration 18Q (138321.700000 sec): 3 clusters
  Score: Raw -628039.870271 + Penalty 2831.807314 = -625208.062957
  nChanged 44
		SP:Iteration 19Q (138321.890000 sec): 3 clusters
  Score: Raw -628054.298959 + Penalty 2831.807314 = -625222.491645
  nChanged 41
		SP:Iteration 20F (138322.150000 sec): 3 clusters
  Score: Raw -628068.984587 + Penalty 2831.807314 = -625237.177273
  nChanged 40
		SP:Iteration 21Q (138322.350000 sec): 3 clusters
  Score: Raw -628082.313053 + Penalty 2831.807314 = -625250.505739
  nChanged 37
		SP:Iteration 22Q (138322.560000 sec): 3 clusters
  Score: Raw -628094.708681 + Penalty 2831.807314 = -625262.901366
  nChanged 36
		SP:Iteration 23Q (138322.830000 sec): 3 clusters
  Score: Raw -628108.282321 + Penalty 2831.807314 = -625276.475007
  nChanged 29
		SP:Iteration 24Q (138323.040000 sec): 3 clusters
  Score: Raw -628117.428408 + Penalty 2831.807314 = -625285.621094
  nChanged 25
		SP:Iteration 25Q (138323.270000 sec): 3 clusters
  Score: Raw -628125.213288 + Penalty 2831.807314 = -625293.405974
  nChanged 28
		SP:Iteration 26Q (138323.470000 sec): 3 clusters
  Score: Raw -628132.950972 + Penalty 2831.807314 = -625301.143658
  nChanged 26
		SP:Iteration 27Q (138323.730000 sec): 3 clusters
  Score: Raw -628141.291668 + Penalty 2831.807314 = -625309.484354
  nChanged 22
		SP:Iteration 28Q (138323.950000 sec): 3 clusters
  Score: Raw -628151.483977 + Penalty 2831.807314 = -625319.676662
  nChanged 20
		SP:Iteration 29Q (138324.130000 sec): 3 clusters
  Score: Raw -628157.902867 + Penalty 2831.807314 = -625326.095553
  nChanged 20
		SP:Iteration 30Q (138324.330000 sec): 3 clusters
  Score: Raw -628165.094722 + Penalty 2831.807314 = -625333.287408
  nChanged 22
		SP:Iteration 31Q (138324.560000 sec): 3 clusters
  Score: Raw -628171.866127 + Penalty 2831.807314 = -625340.058812
  nChanged 17
		SP:Iteration 32Q (138324.810000 sec): 3 clusters
  Score: Raw -628176.904021 + Penalty 2831.807314 = -625345.096707
  nChanged 16
		SP:Iteration 33Q (138325.010000 sec): 3 clusters
  Score: Raw -628182.979691 + Penalty 2831.807314 = -625351.172377
  nChanged 22
		SP:Iteration 34Q (138325.170000 sec): 3 clusters
  Score: Raw -628190.214508 + Penalty 2831.807314 = -625358.407194
  nChanged 19
		SP:Iteration 35Q (138325.360000 sec): 3 clusters
  Score: Raw -628197.872816 + Penalty 2831.807314 = -625366.065501
  nChanged 23
		SP:Iteration 36Q (138325.600000 sec): 3 clusters
  Score: Raw -628205.987429 + Penalty 2831.807314 = -625374.180115
  nChanged 16
		SP:Iteration 37Q (138325.830000 sec): 3 clusters
  Score: Raw -628211.741921 + Penalty 2831.807314 = -625379.934607
  nChanged 17
		SP:Iteration 38Q (138326.020000 sec): 3 clusters
  Score: Raw -628217.749536 + Penalty 2831.807314 = -625385.942222
  nChanged 11
		SP:Iteration 39Q (138326.260000 sec): 3 clusters
  Score: Raw -628220.093240 + Penalty 2831.807314 = -625388.285926
  nChanged 7
		SP:Iteration 40F (138326.460000 sec): 3 clusters
  Score: Raw -628222.020479 + Penalty 2831.807314 = -625390.213165
  nChanged 5
		SP:Iteration 41Q (138326.700000 sec): 3 clusters
  Score: Raw -628223.166410 + Penalty 2831.807314 = -625391.359096
  nChanged 4
		SP:Iteration 42Q (138326.920000 sec): 3 clusters
  Score: Raw -628224.335878 + Penalty 2831.807314 = -625392.528564
  nChanged 4
		SP:Iteration 43Q (138327.140000 sec): 3 clusters
  Score: Raw -628225.042707 + Penalty 2831.807314 = -625393.235393
  nChanged 1
		SP:Iteration 44Q (138327.350000 sec): 3 clusters
  Score: Raw -628225.344589 + Penalty 2831.807314 = -625393.537275
  nChanged 0
		SP:Iteration 45F (138327.550000 sec): 3 clusters
  Score: Raw -628225.344589 + Penalty 2831.807314 = -625393.537275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138327.660000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138327.790000 sec): 3 clusters
  Score: Raw -49452.267806 + Penalty 2003.077311 = -47449.190495
  nChanged 110
		SP:Iteration 1F (138327.970000 sec): 3 clusters
  Score: Raw -49597.746358 + Penalty 2003.077311 = -47594.669047
  nChanged 23
		SP:Iteration 2Q (138328.160000 sec): 3 clusters
  Score: Raw -49629.606800 + Penalty 2003.077311 = -47626.529489
  nChanged 10
		SP:Iteration 3Q (138328.370000 sec): 3 clusters
  Score: Raw -49645.736271 + Penalty 2003.077311 = -47642.658959
  nChanged 7
		SP:Iteration 4Q (138328.570000 sec): 3 clusters
  Score: Raw -49657.179764 + Penalty 2003.077311 = -47654.102452
  nChanged 2
		SP:Iteration 5Q (138328.740000 sec): 3 clusters
  Score: Raw -49659.377307 + Penalty 2003.077311 = -47656.299996
  nChanged 0
		SP:Iteration 6F (138328.930000 sec): 3 clusters
  Score: Raw -49659.377307 + Penalty 2003.077311 = -47656.299996
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138329.020000 sec): 2 clusters
  Score: Raw -438049.873626 + Penalty 1359.874935 = -436689.998691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138329.230000 sec): 3 clusters
  Score: Raw -435859.682019 + Penalty 2719.749870 = -433139.932150
  nChanged 1715
		SP:Iteration 1F (138329.470000 sec): 3 clusters
  Score: Raw -436862.177275 + Penalty 2719.749870 = -434142.427405
  nChanged 365
		SP:Iteration 2F (138329.690000 sec): 3 clusters
  Score: Raw -437120.625672 + Penalty 2719.749870 = -434400.875802
  nChanged 281
		SP:Iteration 3F (138329.880000 sec): 3 clusters
  Score: Raw -437318.401662 + Penalty 2719.749870 = -434598.651792
  nChanged 262
		SP:Iteration 4F (138330.120000 sec): 3 clusters
  Score: Raw -437529.611652 + Penalty 2719.749870 = -434809.861782
  nChanged 241
		SP:Iteration 5F (138330.320000 sec): 3 clusters
  Score: Raw -437714.352436 + Penalty 2719.749870 = -434994.602566
  nChanged 207
		SP:Iteration 6Q (138330.520000 sec): 3 clusters
  Score: Raw -437884.377479 + Penalty 2719.749870 = -435164.627609
  nChanged 173
		SP:Iteration 7Q (138330.730000 sec): 3 clusters
  Score: Raw -438003.019663 + Penalty 2719.749870 = -435283.269793
  nChanged 131
		SP:Iteration 8Q (138330.930000 sec): 3 clusters
  Score: Raw -438087.239702 + Penalty 2719.749870 = -435367.489833
  nChanged 96
		SP:Iteration 9Q (138331.150000 sec): 3 clusters
  Score: Raw -438155.329696 + Penalty 2719.749870 = -435435.579827
  nChanged 75
		SP:Iteration 10Q (138331.340000 sec): 3 clusters
  Score: Raw -438202.499592 + Penalty 2719.749870 = -435482.749723
  nChanged 62
		SP:Iteration 11Q (138331.600000 sec): 3 clusters
  Score: Raw -438245.935068 + Penalty 2719.749870 = -435526.185198
  nChanged 60
		SP:Iteration 12Q (138331.770000 sec): 3 clusters
  Score: Raw -438291.856483 + Penalty 2719.749870 = -435572.106613
  nChanged 60
		SP:Iteration 13Q (138332.010000 sec): 3 clusters
  Score: Raw -438335.910613 + Penalty 2719.749870 = -435616.160743
  nChanged 59
		SP:Iteration 14Q (138332.240000 sec): 3 clusters
  Score: Raw -438378.013683 + Penalty 2719.749870 = -435658.263813
  nChanged 58
		SP:Iteration 15Q (138332.430000 sec): 3 clusters
  Score: Raw -438426.724549 + Penalty 2719.749870 = -435706.974679
  nChanged 47
		SP:Iteration 16Q (138332.700000 sec): 3 clusters
  Score: Raw -438457.769947 + Penalty 2719.749870 = -435738.020077
  nChanged 24
		SP:Iteration 17Q (138332.870000 sec): 3 clusters
  Score: Raw -438474.822203 + Penalty 2719.749870 = -435755.072333
  nChanged 28
		SP:Iteration 18Q (138333.110000 sec): 3 clusters
  Score: Raw -438487.985840 + Penalty 2719.749870 = -435768.235971
  nChanged 19
		SP:Iteration 19Q (138333.300000 sec): 3 clusters
  Score: Raw -438495.118866 + Penalty 2719.749870 = -435775.368996
  nChanged 10
		SP:Iteration 20F (138333.540000 sec): 3 clusters
  Score: Raw -438500.783580 + Penalty 2719.749870 = -435781.033710
  nChanged 14
		SP:Iteration 21Q (138333.740000 sec): 3 clusters
  Score: Raw -438508.078035 + Penalty 2719.749870 = -435788.328166
  nChanged 13
		SP:Iteration 22Q (138333.950000 sec): 3 clusters
  Score: Raw -438513.256196 + Penalty 2719.749870 = -435793.506326
  nChanged 12
		SP:Iteration 23Q (138334.210000 sec): 3 clusters
  Score: Raw -438518.738196 + Penalty 2719.749870 = -435798.988326
  nChanged 10
		SP:Iteration 24Q (138334.420000 sec): 3 clusters
  Score: Raw -438522.964987 + Penalty 2719.749870 = -435803.215117
  nChanged 6
		SP:Iteration 25Q (138334.650000 sec): 3 clusters
  Score: Raw -438525.844606 + Penalty 2719.749870 = -435806.094736
  nChanged 6
		SP:Iteration 26Q (138334.840000 sec): 3 clusters
  Score: Raw -438528.393583 + Penalty 2719.749870 = -435808.643713
  nChanged 4
		SP:Iteration 27Q (138335.060000 sec): 3 clusters
  Score: Raw -438529.735392 + Penalty 2719.749870 = -435809.985523
  nChanged 2
		SP:Iteration 28Q (138335.260000 sec): 3 clusters
  Score: Raw -438530.882514 + Penalty 2719.749870 = -435811.132644
  nChanged 5
		SP:Iteration 29Q (138335.480000 sec): 3 clusters
  Score: Raw -438533.141450 + Penalty 2719.749870 = -435813.391581
  nChanged 4
		SP:Iteration 30Q (138335.680000 sec): 3 clusters
  Score: Raw -438534.461750 + Penalty 2719.749870 = -435814.711880
  nChanged 3
		SP:Iteration 31Q (138335.880000 sec): 3 clusters
  Score: Raw -438536.166755 + Penalty 2719.749870 = -435816.416886
  nChanged 4
		SP:Iteration 32Q (138336.080000 sec): 3 clusters
  Score: Raw -438538.560478 + Penalty 2719.749870 = -435818.810608
  nChanged 4
		SP:Iteration 33Q (138336.330000 sec): 3 clusters
  Score: Raw -438540.197615 + Penalty 2719.749870 = -435820.447745
  nChanged 4
		SP:Iteration 34Q (138336.540000 sec): 3 clusters
  Score: Raw -438540.982023 + Penalty 2719.749870 = -435821.232153
  nChanged 2
		SP:Iteration 35Q (138336.750000 sec): 3 clusters
  Score: Raw -438541.925806 + Penalty 2719.749870 = -435822.175936
  nChanged 2
		SP:Iteration 36Q (138336.950000 sec): 3 clusters
  Score: Raw -438542.533267 + Penalty 2719.749870 = -435822.783397
  nChanged 1
		SP:Iteration 37Q (138337.160000 sec): 3 clusters
  Score: Raw -438542.647616 + Penalty 2719.749870 = -435822.897746
  nChanged 0
		SP:Iteration 38F (138337.340000 sec): 3 clusters
  Score: Raw -438542.647616 + Penalty 2719.749870 = -435822.897746
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138337.460000 sec): 2 clusters
  Score: Raw -292914.207613 + Penalty 1294.005710 = -291620.201903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138337.660000 sec): 3 clusters
  Score: Raw -291595.617240 + Penalty 2588.011419 = -289007.605821
  nChanged 1054
		SP:Iteration 1F (138337.860000 sec): 3 clusters
  Score: Raw -292272.672909 + Penalty 2588.011419 = -289684.661490
  nChanged 210
		SP:Iteration 2F (138338.090000 sec): 3 clusters
  Score: Raw -292414.099277 + Penalty 2588.011419 = -289826.087858
  nChanged 148
		SP:Iteration 3F (138338.230000 sec): 3 clusters
  Score: Raw -292512.623874 + Penalty 2588.011419 = -289924.612455
  nChanged 126
		SP:Iteration 4Q (138338.430000 sec): 3 clusters
  Score: Raw -292599.810986 + Penalty 2588.011419 = -290011.799567
  nChanged 106
		SP:Iteration 5Q (138338.580000 sec): 3 clusters
  Score: Raw -292664.181556 + Penalty 2588.011419 = -290076.170136
  nChanged 61
		SP:Iteration 6Q (138338.750000 sec): 3 clusters
  Score: Raw -292700.426895 + Penalty 2588.011419 = -290112.415476
  nChanged 51
		SP:Iteration 7Q (138338.970000 sec): 3 clusters
  Score: Raw -292727.092015 + Penalty 2588.011419 = -290139.080596
  nChanged 31
		SP:Iteration 8Q (138339.130000 sec): 3 clusters
  Score: Raw -292747.467347 + Penalty 2588.011419 = -290159.455928
  nChanged 36
		SP:Iteration 9Q (138339.290000 sec): 3 clusters
  Score: Raw -292765.131136 + Penalty 2588.011419 = -290177.119717
  nChanged 37
		SP:Iteration 10Q (138339.470000 sec): 3 clusters
  Score: Raw -292781.363403 + Penalty 2588.011419 = -290193.351984
  nChanged 30
		SP:Iteration 11Q (138339.680000 sec): 3 clusters
  Score: Raw -292797.468814 + Penalty 2588.011419 = -290209.457395
  nChanged 30
		SP:Iteration 12Q (138339.920000 sec): 3 clusters
  Score: Raw -292809.177452 + Penalty 2588.011419 = -290221.166033
  nChanged 25
		SP:Iteration 13Q (138340.120000 sec): 3 clusters
  Score: Raw -292817.032438 + Penalty 2588.011419 = -290229.021019
  nChanged 23
		SP:Iteration 14Q (138340.350000 sec): 3 clusters
  Score: Raw -292824.695246 + Penalty 2588.011419 = -290236.683827
  nChanged 20
		SP:Iteration 15Q (138340.580000 sec): 3 clusters
  Score: Raw -292831.907102 + Penalty 2588.011419 = -290243.895683
  nChanged 14
		SP:Iteration 16Q (138340.820000 sec): 3 clusters
  Score: Raw -292837.360163 + Penalty 2588.011419 = -290249.348744
  nChanged 11
		SP:Iteration 17Q (138341.060000 sec): 3 clusters
  Score: Raw -292841.434108 + Penalty 2588.011419 = -290253.422689
  nChanged 8
		SP:Iteration 18Q (138341.280000 sec): 3 clusters
  Score: Raw -292845.180072 + Penalty 2588.011419 = -290257.168653
  nChanged 14
		SP:Iteration 19Q (138341.460000 sec): 3 clusters
  Score: Raw -292853.875467 + Penalty 2588.011419 = -290265.864048
  nChanged 16
		SP:Iteration 20F (138341.640000 sec): 3 clusters
  Score: Raw -292859.329423 + Penalty 2588.011419 = -290271.318004
  nChanged 9
		SP:Iteration 21Q (138341.840000 sec): 3 clusters
  Score: Raw -292861.587408 + Penalty 2588.011419 = -290273.575989
  nChanged 6
		SP:Iteration 22Q (138342.060000 sec): 3 clusters
  Score: Raw -292863.133869 + Penalty 2588.011419 = -290275.122450
  nChanged 2
		SP:Iteration 23Q (138342.250000 sec): 3 clusters
  Score: Raw -292863.553197 + Penalty 2588.011419 = -290275.541778
  nChanged 2
		SP:Iteration 24Q (138342.470000 sec): 3 clusters
  Score: Raw -292864.008319 + Penalty 2588.011419 = -290275.996900
  nChanged 0
		SP:Iteration 25F (138342.710000 sec): 3 clusters
  Score: Raw -292864.008319 + Penalty 2588.011419 = -290275.996900
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138342.810000 sec): 2 clusters
  Score: Raw -663865.905561 + Penalty 1442.075056 = -662423.830505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138343.040000 sec): 3 clusters
  Score: Raw -659946.706813 + Penalty 2884.150113 = -657062.556700
  nChanged 3023
		SP:Iteration 1F (138343.310000 sec): 3 clusters
  Score: Raw -661691.851919 + Penalty 2884.150113 = -658807.701806
  nChanged 552
		SP:Iteration 2F (138343.520000 sec): 3 clusters
  Score: Raw -662030.696706 + Penalty 2884.150113 = -659146.546593
  nChanged 465
		SP:Iteration 3F (138343.720000 sec): 3 clusters
  Score: Raw -662332.510559 + Penalty 2884.150113 = -659448.360447
  nChanged 430
		SP:Iteration 4F (138343.940000 sec): 3 clusters
  Score: Raw -662601.912404 + Penalty 2884.150113 = -659717.762292
  nChanged 366
		SP:Iteration 5F (138344.170000 sec): 3 clusters
  Score: Raw -662813.515714 + Penalty 2884.150113 = -659929.365602
  nChanged 322
		SP:Iteration 6Q (138344.350000 sec): 3 clusters
  Score: Raw -663003.618097 + Penalty 2884.150113 = -660119.467985
  nChanged 308
		SP:Iteration 7Q (138344.620000 sec): 3 clusters
  Score: Raw -663154.074543 + Penalty 2884.150113 = -660269.924430
  nChanged 249
		SP:Iteration 8Q (138344.830000 sec): 3 clusters
  Score: Raw -663276.272436 + Penalty 2884.150113 = -660392.122323
  nChanged 222
		SP:Iteration 9Q (138345.030000 sec): 3 clusters
  Score: Raw -663380.346513 + Penalty 2884.150113 = -660496.196401
  nChanged 172
		SP:Iteration 10Q (138345.230000 sec): 3 clusters
  Score: Raw -663472.309053 + Penalty 2884.150113 = -660588.158940
  nChanged 174
		SP:Iteration 11Q (138345.470000 sec): 3 clusters
  Score: Raw -663592.181721 + Penalty 2884.150113 = -660708.031609
  nChanged 193
		SP:Iteration 12Q (138345.650000 sec): 3 clusters
  Score: Raw -663722.104029 + Penalty 2884.150113 = -660837.953917
  nChanged 160
		SP:Iteration 13Q (138345.860000 sec): 3 clusters
  Score: Raw -663833.924517 + Penalty 2884.150113 = -660949.774404
  nChanged 127
		SP:Iteration 14Q (138346.060000 sec): 3 clusters
  Score: Raw -663931.656407 + Penalty 2884.150113 = -661047.506295
  nChanged 120
		SP:Iteration 15Q (138346.250000 sec): 3 clusters
  Score: Raw -664012.565422 + Penalty 2884.150113 = -661128.415310
  nChanged 91
		SP:Iteration 16Q (138346.460000 sec): 3 clusters
  Score: Raw -664084.693990 + Penalty 2884.150113 = -661200.543878
  nChanged 78
		SP:Iteration 17Q (138346.620000 sec): 3 clusters
  Score: Raw -664138.674304 + Penalty 2884.150113 = -661254.524191
  nChanged 62
		SP:Iteration 18Q (138346.820000 sec): 3 clusters
  Score: Raw -664184.997365 + Penalty 2884.150113 = -661300.847253
  nChanged 80
		SP:Iteration 19Q (138346.950000 sec): 3 clusters
  Score: Raw -664228.900519 + Penalty 2884.150113 = -661344.750406
  nChanged 58
		SP:Iteration 20F (138347.140000 sec): 3 clusters
  Score: Raw -664268.990852 + Penalty 2884.150113 = -661384.840739
  nChanged 55
		SP:Iteration 21Q (138347.400000 sec): 3 clusters
  Score: Raw -664309.012397 + Penalty 2884.150113 = -661424.862284
  nChanged 49
		SP:Iteration 22Q (138347.560000 sec): 3 clusters
  Score: Raw -664335.456884 + Penalty 2884.150113 = -661451.306771
  nChanged 45
		SP:Iteration 23Q (138347.740000 sec): 3 clusters
  Score: Raw -664359.294577 + Penalty 2884.150113 = -661475.144465
  nChanged 42
		SP:Iteration 24Q (138347.940000 sec): 3 clusters
  Score: Raw -664382.889295 + Penalty 2884.150113 = -661498.739183
  nChanged 38
		SP:Iteration 25Q (138348.120000 sec): 3 clusters
  Score: Raw -664402.128115 + Penalty 2884.150113 = -661517.978002
  nChanged 31
		SP:Iteration 26Q (138348.360000 sec): 3 clusters
  Score: Raw -664414.567428 + Penalty 2884.150113 = -661530.417316
  nChanged 23
		SP:Iteration 27Q (138348.540000 sec): 3 clusters
  Score: Raw -664424.101211 + Penalty 2884.150113 = -661539.951099
  nChanged 15
		SP:Iteration 28Q (138348.740000 sec): 3 clusters
  Score: Raw -664429.714437 + Penalty 2884.150113 = -661545.564324
  nChanged 11
		SP:Iteration 29Q (138348.930000 sec): 3 clusters
  Score: Raw -664433.078975 + Penalty 2884.150113 = -661548.928862
  nChanged 8
		SP:Iteration 30Q (138349.130000 sec): 3 clusters
  Score: Raw -664435.448408 + Penalty 2884.150113 = -661551.298295
  nChanged 4
		SP:Iteration 31Q (138349.360000 sec): 3 clusters
  Score: Raw -664436.590592 + Penalty 2884.150113 = -661552.440479
  nChanged 5
		SP:Iteration 32Q (138349.550000 sec): 3 clusters
  Score: Raw -664437.813203 + Penalty 2884.150113 = -661553.663090
  nChanged 2
		SP:Iteration 33Q (138349.810000 sec): 3 clusters
  Score: Raw -664438.388169 + Penalty 2884.150113 = -661554.238057
  nChanged 1
		SP:Iteration 34Q (138350.020000 sec): 3 clusters
  Score: Raw -664438.539110 + Penalty 2884.150113 = -661554.388997
  nChanged 0
		SP:Iteration 35F (138350.190000 sec): 3 clusters
  Score: Raw -664438.539110 + Penalty 2884.150113 = -661554.388997
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138350.300000 sec): 2 clusters
  Score: Raw -159164.146190 + Penalty 1187.964401 = -157976.181789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138350.520000 sec): 3 clusters
  Score: Raw -158605.219439 + Penalty 2375.928802 = -156229.290638
  nChanged 464
		SP:Iteration 1F (138350.730000 sec): 3 clusters
  Score: Raw -158890.241795 + Penalty 2375.928802 = -156514.312994
  nChanged 98
		SP:Iteration 2F (138350.930000 sec): 3 clusters
  Score: Raw -158959.019320 + Penalty 2375.928802 = -156583.090518
  nChanged 50
		SP:Iteration 3Q (138351.120000 sec): 3 clusters
  Score: Raw -158994.842466 + Penalty 2375.928802 = -156618.913664
  nChanged 45
		SP:Iteration 4Q (138351.280000 sec): 3 clusters
  Score: Raw -159019.317320 + Penalty 2375.928802 = -156643.388519
  nChanged 29
		SP:Iteration 5Q (138351.520000 sec): 3 clusters
  Score: Raw -159036.034418 + Penalty 2375.928802 = -156660.105616
  nChanged 17
		SP:Iteration 6Q (138351.700000 sec): 3 clusters
  Score: Raw -159045.417073 + Penalty 2375.928802 = -156669.488271
  nChanged 14
		SP:Iteration 7Q (138351.870000 sec): 3 clusters
  Score: Raw -159053.987649 + Penalty 2375.928802 = -156678.058847
  nChanged 8
		SP:Iteration 8Q (138352.040000 sec): 3 clusters
  Score: Raw -159058.961240 + Penalty 2375.928802 = -156683.032439
  nChanged 3
		SP:Iteration 9Q (138352.280000 sec): 3 clusters
  Score: Raw -159059.496395 + Penalty 2375.928802 = -156683.567594
  nChanged 1
		SP:Iteration 10Q (138352.430000 sec): 3 clusters
  Score: Raw -159059.730970 + Penalty 2375.928802 = -156683.802169
  nChanged 0
		SP:Iteration 11F (138352.600000 sec): 3 clusters
  Score: Raw -159059.730970 + Penalty 2375.928802 = -156683.802169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138352.730000 sec): 2 clusters
  Score: Raw -227769.825345 + Penalty 1256.010547 = -226513.814798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138352.910000 sec): 3 clusters
  Score: Raw -226789.821895 + Penalty 2512.021094 = -224277.800801
  nChanged 807
		SP:Iteration 1F (138353.120000 sec): 3 clusters
  Score: Raw -227338.641399 + Penalty 2512.021094 = -224826.620305
  nChanged 200
		SP:Iteration 2F (138353.330000 sec): 3 clusters
  Score: Raw -227508.617012 + Penalty 2512.021094 = -224996.595918
  nChanged 133
		SP:Iteration 3F (138353.540000 sec): 3 clusters
  Score: Raw -227613.928927 + Penalty 2512.021094 = -225101.907833
  nChanged 99
		SP:Iteration 4Q (138353.700000 sec): 3 clusters
  Score: Raw -227697.875771 + Penalty 2512.021094 = -225185.854676
  nChanged 78
		SP:Iteration 5Q (138353.940000 sec): 3 clusters
  Score: Raw -227758.638838 + Penalty 2512.021094 = -225246.617744
  nChanged 73
		SP:Iteration 6Q (138354.170000 sec): 3 clusters
  Score: Raw -227805.775642 + Penalty 2512.021094 = -225293.754548
  nChanged 48
		SP:Iteration 7Q (138354.350000 sec): 3 clusters
  Score: Raw -227839.030267 + Penalty 2512.021094 = -225327.009173
  nChanged 48
		SP:Iteration 8Q (138354.530000 sec): 3 clusters
  Score: Raw -227873.392112 + Penalty 2512.021094 = -225361.371018
  nChanged 43
		SP:Iteration 9Q (138354.760000 sec): 3 clusters
  Score: Raw -227897.237631 + Penalty 2512.021094 = -225385.216537
  nChanged 31
		SP:Iteration 10Q (138354.960000 sec): 3 clusters
  Score: Raw -227919.159085 + Penalty 2512.021094 = -225407.137990
  nChanged 24
		SP:Iteration 11Q (138355.110000 sec): 3 clusters
  Score: Raw -227931.314406 + Penalty 2512.021094 = -225419.293312
  nChanged 14
		SP:Iteration 12Q (138355.300000 sec): 3 clusters
  Score: Raw -227940.863900 + Penalty 2512.021094 = -225428.842806
  nChanged 17
		SP:Iteration 13Q (138355.460000 sec): 3 clusters
  Score: Raw -227950.279001 + Penalty 2512.021094 = -225438.257907
  nChanged 11
		SP:Iteration 14Q (138355.630000 sec): 3 clusters
  Score: Raw -227959.067403 + Penalty 2512.021094 = -225447.046309
  nChanged 8
		SP:Iteration 15Q (138355.790000 sec): 3 clusters
  Score: Raw -227967.305505 + Penalty 2512.021094 = -225455.284411
  nChanged 15
		SP:Iteration 16Q (138356.000000 sec): 3 clusters
  Score: Raw -227974.706999 + Penalty 2512.021094 = -225462.685905
  nChanged 14
		SP:Iteration 17Q (138356.180000 sec): 3 clusters
  Score: Raw -227981.966295 + Penalty 2512.021094 = -225469.945201
  nChanged 18
		SP:Iteration 18Q (138356.340000 sec): 3 clusters
  Score: Raw -227993.319031 + Penalty 2512.021094 = -225481.297937
  nChanged 13
		SP:Iteration 19Q (138356.580000 sec): 3 clusters
  Score: Raw -227999.647403 + Penalty 2512.021094 = -225487.626309
  nChanged 11
		SP:Iteration 20F (138356.810000 sec): 3 clusters
  Score: Raw -228007.990879 + Penalty 2512.021094 = -225495.969785
  nChanged 20
		SP:Iteration 21Q (138356.990000 sec): 3 clusters
  Score: Raw -228021.488620 + Penalty 2512.021094 = -225509.467526
  nChanged 18
		SP:Iteration 22Q (138357.180000 sec): 3 clusters
  Score: Raw -228033.859607 + Penalty 2512.021094 = -225521.838513
  nChanged 19
		SP:Iteration 23Q (138357.350000 sec): 3 clusters
  Score: Raw -228044.570400 + Penalty 2512.021094 = -225532.549306
  nChanged 19
		SP:Iteration 24Q (138357.530000 sec): 3 clusters
  Score: Raw -228054.655020 + Penalty 2512.021094 = -225542.633925
  nChanged 14
		SP:Iteration 25Q (138357.690000 sec): 3 clusters
  Score: Raw -228060.594113 + Penalty 2512.021094 = -225548.573018
  nChanged 4
		SP:Iteration 26Q (138357.940000 sec): 3 clusters
  Score: Raw -228062.253117 + Penalty 2512.021094 = -225550.232023
  nChanged 3
		SP:Iteration 27Q (138358.140000 sec): 3 clusters
  Score: Raw -228063.769453 + Penalty 2512.021094 = -225551.748359
  nChanged 2
		SP:Iteration 28Q (138358.300000 sec): 3 clusters
  Score: Raw -228064.353131 + Penalty 2512.021094 = -225552.332037
  nChanged 2
		SP:Iteration 29Q (138358.500000 sec): 3 clusters
  Score: Raw -228065.593967 + Penalty 2512.021094 = -225553.572873
  nChanged 2
		SP:Iteration 30Q (138358.650000 sec): 3 clusters
  Score: Raw -228066.798770 + Penalty 2512.021094 = -225554.777676
  nChanged 3
		SP:Iteration 31Q (138358.890000 sec): 3 clusters
  Score: Raw -228068.560843 + Penalty 2512.021094 = -225556.539749
  nChanged 3
		SP:Iteration 32Q (138359.060000 sec): 3 clusters
  Score: Raw -228070.222174 + Penalty 2512.021094 = -225558.201080
  nChanged 1
		SP:Iteration 33Q (138359.250000 sec): 3 clusters
  Score: Raw -228070.887341 + Penalty 2512.021094 = -225558.866247
  nChanged 2
		SP:Iteration 34Q (138359.460000 sec): 3 clusters
  Score: Raw -228071.999272 + Penalty 2512.021094 = -225559.978177
  nChanged 0
		SP:Iteration 35F (138359.620000 sec): 3 clusters
  Score: Raw -228071.999272 + Penalty 2512.021094 = -225559.978177
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138359.760000 sec): 2 clusters
  Score: Raw -717566.464751 + Penalty 1429.355901 = -716137.108850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138359.980000 sec): 3 clusters
  Score: Raw -714108.226287 + Penalty 2858.711802 = -711249.514485
  nChanged 2740
		SP:Iteration 1F (138360.240000 sec): 3 clusters
  Score: Raw -715623.200434 + Penalty 2858.711802 = -712764.488631
  nChanged 486
		SP:Iteration 2F (138360.440000 sec): 3 clusters
  Score: Raw -715933.446510 + Penalty 2858.711802 = -713074.734708
  nChanged 407
		SP:Iteration 3F (138360.660000 sec): 3 clusters
  Score: Raw -716178.215045 + Penalty 2858.711802 = -713319.503242
  nChanged 355
		SP:Iteration 4F (138360.840000 sec): 3 clusters
  Score: Raw -716370.551781 + Penalty 2858.711802 = -713511.839978
  nChanged 289
		SP:Iteration 5Q (138361.080000 sec): 3 clusters
  Score: Raw -716541.447959 + Penalty 2858.711802 = -713682.736157
  nChanged 298
		SP:Iteration 6Q (138361.260000 sec): 3 clusters
  Score: Raw -716731.345781 + Penalty 2858.711802 = -713872.633979
  nChanged 279
		SP:Iteration 7Q (138361.530000 sec): 3 clusters
  Score: Raw -716879.250256 + Penalty 2858.711802 = -714020.538453
  nChanged 225
		SP:Iteration 8Q (138361.760000 sec): 3 clusters
  Score: Raw -716995.547504 + Penalty 2858.711802 = -714136.835702
  nChanged 177
		SP:Iteration 9Q (138361.990000 sec): 3 clusters
  Score: Raw -717069.584333 + Penalty 2858.711802 = -714210.872531
  nChanged 152
		SP:Iteration 10Q (138362.190000 sec): 3 clusters
  Score: Raw -717131.367644 + Penalty 2858.711802 = -714272.655842
  nChanged 132
		SP:Iteration 11Q (138362.390000 sec): 3 clusters
  Score: Raw -717186.629872 + Penalty 2858.711802 = -714327.918069
  nChanged 133
		SP:Iteration 12Q (138362.610000 sec): 3 clusters
  Score: Raw -717246.512433 + Penalty 2858.711802 = -714387.800630
  nChanged 115
		SP:Iteration 13Q (138362.810000 sec): 3 clusters
  Score: Raw -717298.016552 + Penalty 2858.711802 = -714439.304750
  nChanged 125
		SP:Iteration 14Q (138363.010000 sec): 3 clusters
  Score: Raw -717354.559800 + Penalty 2858.711802 = -714495.847998
  nChanged 120
		SP:Iteration 15Q (138363.270000 sec): 3 clusters
  Score: Raw -717403.271824 + Penalty 2858.711802 = -714544.560022
  nChanged 89
		SP:Iteration 16Q (138363.450000 sec): 3 clusters
  Score: Raw -717450.505414 + Penalty 2858.711802 = -714591.793611
  nChanged 91
		SP:Iteration 17Q (138363.710000 sec): 3 clusters
  Score: Raw -717487.833386 + Penalty 2858.711802 = -714629.121584
  nChanged 83
		SP:Iteration 18Q (138363.920000 sec): 3 clusters
  Score: Raw -717513.276604 + Penalty 2858.711802 = -714654.564802
  nChanged 63
		SP:Iteration 19Q (138364.170000 sec): 3 clusters
  Score: Raw -717536.113139 + Penalty 2858.711802 = -714677.401337
  nChanged 58
		SP:Iteration 20F (138364.360000 sec): 3 clusters
  Score: Raw -717556.416489 + Penalty 2858.711802 = -714697.704687
  nChanged 57
		SP:Iteration 21Q (138364.590000 sec): 3 clusters
  Score: Raw -717577.984042 + Penalty 2858.711802 = -714719.272239
  nChanged 54
		SP:Iteration 22Q (138364.800000 sec): 3 clusters
  Score: Raw -717596.279770 + Penalty 2858.711802 = -714737.567968
  nChanged 45
		SP:Iteration 23Q (138365.010000 sec): 3 clusters
  Score: Raw -717610.616190 + Penalty 2858.711802 = -714751.904388
  nChanged 41
		SP:Iteration 24Q (138365.230000 sec): 3 clusters
  Score: Raw -717622.632232 + Penalty 2858.711802 = -714763.920430
  nChanged 39
		SP:Iteration 25Q (138365.420000 sec): 3 clusters
  Score: Raw -717632.322456 + Penalty 2858.711802 = -714773.610653
  nChanged 28
		SP:Iteration 26Q (138365.640000 sec): 3 clusters
  Score: Raw -717639.211098 + Penalty 2858.711802 = -714780.499296
  nChanged 17
		SP:Iteration 27Q (138365.820000 sec): 3 clusters
  Score: Raw -717643.131243 + Penalty 2858.711802 = -714784.419440
  nChanged 15
		SP:Iteration 28Q (138366.030000 sec): 3 clusters
  Score: Raw -717645.903058 + Penalty 2858.711802 = -714787.191255
  nChanged 10
		SP:Iteration 29Q (138366.250000 sec): 3 clusters
  Score: Raw -717647.426482 + Penalty 2858.711802 = -714788.714679
  nChanged 8
		SP:Iteration 30Q (138366.480000 sec): 3 clusters
  Score: Raw -717648.468235 + Penalty 2858.711802 = -714789.756432
  nChanged 10
		SP:Iteration 31Q (138366.730000 sec): 3 clusters
  Score: Raw -717649.600087 + Penalty 2858.711802 = -714790.888284
  nChanged 5
		SP:Iteration 32Q (138366.940000 sec): 3 clusters
  Score: Raw -717650.362017 + Penalty 2858.711802 = -714791.650215
  nChanged 7
		SP:Iteration 33Q (138367.170000 sec): 3 clusters
  Score: Raw -717651.870072 + Penalty 2858.711802 = -714793.158270
  nChanged 11
		SP:Iteration 34Q (138367.400000 sec): 3 clusters
  Score: Raw -717654.423771 + Penalty 2858.711802 = -714795.711969
  nChanged 14
		SP:Iteration 35Q (138367.640000 sec): 3 clusters
  Score: Raw -717657.627462 + Penalty 2858.711802 = -714798.915660
  nChanged 16
		SP:Iteration 36Q (138367.860000 sec): 3 clusters
  Score: Raw -717660.661447 + Penalty 2858.711802 = -714801.949644
  nChanged 12
		SP:Iteration 37Q (138368.060000 sec): 3 clusters
  Score: Raw -717662.609029 + Penalty 2858.711802 = -714803.897227
  nChanged 10
		SP:Iteration 38Q (138368.330000 sec): 3 clusters
  Score: Raw -717664.326177 + Penalty 2858.711802 = -714805.614374
  nChanged 6
		SP:Iteration 39Q (138368.550000 sec): 3 clusters
  Score: Raw -717665.006504 + Penalty 2858.711802 = -714806.294702
  nChanged 6
		SP:Iteration 40F (138368.830000 sec): 3 clusters
  Score: Raw -717665.727025 + Penalty 2858.711802 = -714807.015223
  nChanged 5
		SP:Iteration 41Q (138369.070000 sec): 3 clusters
  Score: Raw -717666.658897 + Penalty 2858.711802 = -714807.947095
  nChanged 5
		SP:Iteration 42Q (138369.290000 sec): 3 clusters
  Score: Raw -717667.428239 + Penalty 2858.711802 = -714808.716437
  nChanged 5
		SP:Iteration 43Q (138369.540000 sec): 3 clusters
  Score: Raw -717668.418316 + Penalty 2858.711802 = -714809.706514
  nChanged 10
		SP:Iteration 44Q (138369.710000 sec): 3 clusters
  Score: Raw -717670.451302 + Penalty 2858.711802 = -714811.739500
  nChanged 10
		SP:Iteration 45Q (138369.950000 sec): 3 clusters
  Score: Raw -717672.995307 + Penalty 2858.711802 = -714814.283505
  nChanged 9
		SP:Iteration 46Q (138370.130000 sec): 3 clusters
  Score: Raw -717674.760658 + Penalty 2858.711802 = -714816.048856
  nChanged 9
		SP:Iteration 47Q (138370.340000 sec): 3 clusters
  Score: Raw -717676.767304 + Penalty 2858.711802 = -714818.055502
  nChanged 14
		SP:Iteration 48Q (138370.550000 sec): 3 clusters
  Score: Raw -717679.660585 + Penalty 2858.711802 = -714820.948782
  nChanged 13
		SP:Iteration 49Q (138370.800000 sec): 3 clusters
  Score: Raw -717682.129756 + Penalty 2858.711802 = -714823.417953
  nChanged 15
		SP:Iteration 50Q (138371.000000 sec): 3 clusters
  Score: Raw -717685.989440 + Penalty 2858.711802 = -714827.277638
  nChanged 17
		SP:Iteration 51Q (138371.200000 sec): 3 clusters
  Score: Raw -717689.984138 + Penalty 2858.711802 = -714831.272335
  nChanged 17
		SP:Iteration 52Q (138371.380000 sec): 3 clusters
  Score: Raw -717692.432049 + Penalty 2858.711802 = -714833.720246
  nChanged 8
		SP:Iteration 53Q (138371.580000 sec): 3 clusters
  Score: Raw -717693.533640 + Penalty 2858.711802 = -714834.821837
  nChanged 2
		SP:Iteration 54Q (138371.820000 sec): 3 clusters
  Score: Raw -717694.000732 + Penalty 2858.711802 = -714835.288930
  nChanged 4
		SP:Iteration 55Q (138372.000000 sec): 3 clusters
  Score: Raw -717694.574488 + Penalty 2858.711802 = -714835.862686
  nChanged 1
		SP:Iteration 56Q (138372.250000 sec): 3 clusters
  Score: Raw -717694.598289 + Penalty 2858.711802 = -714835.886487
  nChanged 1
		SP:Iteration 57Q (138372.450000 sec): 3 clusters
  Score: Raw -717694.719622 + Penalty 2858.711802 = -714836.007819
  nChanged 0
		SP:Iteration 58F (138372.680000 sec): 3 clusters
  Score: Raw -717694.719622 + Penalty 2858.711802 = -714836.007819
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (5897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138372.780000 sec): 2 clusters
  Score: Raw -553692.834682 + Penalty 1410.857342 = -552281.977340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138372.990000 sec): 3 clusters
  Score: Raw -550558.037380 + Penalty 2821.714683 = -547736.322696
  nChanged 2476
		SP:Iteration 1F (138373.190000 sec): 3 clusters
  Score: Raw -551974.450867 + Penalty 2821.714683 = -549152.736183
  nChanged 484
		SP:Iteration 2F (138373.370000 sec): 3 clusters
  Score: Raw -552291.503869 + Penalty 2821.714683 = -549469.789186
  nChanged 395
		SP:Iteration 3F (138373.540000 sec): 3 clusters
  Score: Raw -552555.485597 + Penalty 2821.714683 = -549733.770914
  nChanged 330
		SP:Iteration 4F (138373.770000 sec): 3 clusters
  Score: Raw -552767.834446 + Penalty 2821.714683 = -549946.119762
  nChanged 282
		SP:Iteration 5Q (138373.940000 sec): 3 clusters
  Score: Raw -552928.735472 + Penalty 2821.714683 = -550107.020788
  nChanged 233
		SP:Iteration 6Q (138374.120000 sec): 3 clusters
  Score: Raw -553050.707629 + Penalty 2821.714683 = -550228.992946
  nChanged 183
		SP:Iteration 7Q (138374.340000 sec): 3 clusters
  Score: Raw -553137.939301 + Penalty 2821.714683 = -550316.224617
  nChanged 169
		SP:Iteration 8Q (138374.530000 sec): 3 clusters
  Score: Raw -553218.610655 + Penalty 2821.714683 = -550396.895972
  nChanged 158
		SP:Iteration 9Q (138374.720000 sec): 3 clusters
  Score: Raw -553293.529539 + Penalty 2821.714683 = -550471.814855
  nChanged 138
		SP:Iteration 10Q (138374.940000 sec): 3 clusters
  Score: Raw -553361.239663 + Penalty 2821.714683 = -550539.524980
  nChanged 133
		SP:Iteration 11Q (138375.120000 sec): 3 clusters
  Score: Raw -553434.002744 + Penalty 2821.714683 = -550612.288060
  nChanged 127
		SP:Iteration 12Q (138375.340000 sec): 3 clusters
  Score: Raw -553508.153420 + Penalty 2821.714683 = -550686.438736
  nChanged 114
		SP:Iteration 13Q (138375.600000 sec): 3 clusters
  Score: Raw -553568.424018 + Penalty 2821.714683 = -550746.709335
  nChanged 98
		SP:Iteration 14Q (138375.780000 sec): 3 clusters
  Score: Raw -553616.543403 + Penalty 2821.714683 = -550794.828720
  nChanged 95
		SP:Iteration 15Q (138375.990000 sec): 3 clusters
  Score: Raw -553665.764982 + Penalty 2821.714683 = -550844.050299
  nChanged 88
		SP:Iteration 16Q (138376.180000 sec): 3 clusters
  Score: Raw -553704.438144 + Penalty 2821.714683 = -550882.723461
  nChanged 73
		SP:Iteration 17Q (138376.370000 sec): 3 clusters
  Score: Raw -553733.418953 + Penalty 2821.714683 = -550911.704270
  nChanged 64
		SP:Iteration 18Q (138376.570000 sec): 3 clusters
  Score: Raw -553758.094635 + Penalty 2821.714683 = -550936.379952
  nChanged 56
		SP:Iteration 19Q (138376.800000 sec): 3 clusters
  Score: Raw -553777.573395 + Penalty 2821.714683 = -550955.858712
  nChanged 47
		SP:Iteration 20F (138377.010000 sec): 3 clusters
  Score: Raw -553794.713247 + Penalty 2821.714683 = -550972.998563
  nChanged 51
		SP:Iteration 21Q (138377.320000 sec): 3 clusters
  Score: Raw -553814.481909 + Penalty 2821.714683 = -550992.767225
  nChanged 48
		SP:Iteration 22Q (138377.540000 sec): 3 clusters
  Score: Raw -553836.406028 + Penalty 2821.714683 = -551014.691344
  nChanged 49
		SP:Iteration 23Q (138377.760000 sec): 3 clusters
  Score: Raw -553860.705519 + Penalty 2821.714683 = -551038.990835
  nChanged 46
		SP:Iteration 24Q (138378.000000 sec): 3 clusters
  Score: Raw -553887.336274 + Penalty 2821.714683 = -551065.621591
  nChanged 47
		SP:Iteration 25Q (138378.220000 sec): 3 clusters
  Score: Raw -553908.567419 + Penalty 2821.714683 = -551086.852736
  nChanged 41
		SP:Iteration 26Q (138378.440000 sec): 3 clusters
  Score: Raw -553927.388345 + Penalty 2821.714683 = -551105.673661
  nChanged 31
		SP:Iteration 27Q (138378.640000 sec): 3 clusters
  Score: Raw -553944.772347 + Penalty 2821.714683 = -551123.057664
  nChanged 35
		SP:Iteration 28Q (138378.860000 sec): 3 clusters
  Score: Raw -553968.213392 + Penalty 2821.714683 = -551146.498708
  nChanged 37
		SP:Iteration 29Q (138379.050000 sec): 3 clusters
  Score: Raw -553991.908300 + Penalty 2821.714683 = -551170.193616
  nChanged 36
		SP:Iteration 30Q (138379.240000 sec): 3 clusters
  Score: Raw -554012.066432 + Penalty 2821.714683 = -551190.351748
  nChanged 35
		SP:Iteration 31Q (138379.470000 sec): 3 clusters
  Score: Raw -554036.849187 + Penalty 2821.714683 = -551215.134504
  nChanged 32
		SP:Iteration 32Q (138379.670000 sec): 3 clusters
  Score: Raw -554058.122606 + Penalty 2821.714683 = -551236.407922
  nChanged 21
		SP:Iteration 33Q (138379.880000 sec): 3 clusters
  Score: Raw -554069.589814 + Penalty 2821.714683 = -551247.875131
  nChanged 22
		SP:Iteration 34Q (138380.040000 sec): 3 clusters
  Score: Raw -554081.586212 + Penalty 2821.714683 = -551259.871528
  nChanged 17
		SP:Iteration 35Q (138380.220000 sec): 3 clusters
  Score: Raw -554090.148227 + Penalty 2821.714683 = -551268.433544
  nChanged 13
		SP:Iteration 36Q (138380.430000 sec): 3 clusters
  Score: Raw -554096.113514 + Penalty 2821.714683 = -551274.398830
  nChanged 9
		SP:Iteration 37Q (138380.600000 sec): 3 clusters
  Score: Raw -554100.617901 + Penalty 2821.714683 = -551278.903217
  nChanged 5
		SP:Iteration 38Q (138380.790000 sec): 3 clusters
  Score: Raw -554103.276805 + Penalty 2821.714683 = -551281.562122
  nChanged 3
		SP:Iteration 39Q (138380.970000 sec): 3 clusters
  Score: Raw -554105.554528 + Penalty 2821.714683 = -551283.839845
  nChanged 3
		SP:Iteration 40F (138381.200000 sec): 3 clusters
  Score: Raw -554107.171808 + Penalty 2821.714683 = -551285.457124
  nChanged 2
		SP:Iteration 41Q (138381.390000 sec): 3 clusters
  Score: Raw -554107.932568 + Penalty 2821.714683 = -551286.217885
  nChanged 2
		SP:Iteration 42Q (138381.600000 sec): 3 clusters
  Score: Raw -554108.738955 + Penalty 2821.714683 = -551287.024272
  nChanged 3
		SP:Iteration 43Q (138381.790000 sec): 3 clusters
  Score: Raw -554110.249133 + Penalty 2821.714683 = -551288.534449
  nChanged 1
		SP:Iteration 44Q (138381.980000 sec): 3 clusters
  Score: Raw -554110.685873 + Penalty 2821.714683 = -551288.971189
  nChanged 1
		SP:Iteration 45Q (138382.240000 sec): 3 clusters
  Score: Raw -554110.903572 + Penalty 2821.714683 = -551289.188889
  nChanged 1
		SP:Iteration 46Q (138382.440000 sec): 3 clusters
  Score: Raw -554111.182656 + Penalty 2821.714683 = -551289.467972
  nChanged 0
		SP:Iteration 47F (138382.600000 sec): 3 clusters
  Score: Raw -554111.182656 + Penalty 2821.714683 = -551289.467972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138382.730000 sec): 2 clusters
  Score: Raw -1103392.633753 + Penalty 1510.609628 = -1101882.024126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138382.960000 sec): 3 clusters
  Score: Raw -1097170.762143 + Penalty 3021.219255 = -1094149.542888
  nChanged 4736
		SP:Iteration 1F (138383.150000 sec): 3 clusters
  Score: Raw -1099700.504236 + Penalty 3021.219255 = -1096679.284981
  nChanged 635
		SP:Iteration 2F (138383.380000 sec): 3 clusters
  Score: Raw -1099940.982660 + Penalty 3021.219255 = -1096919.763404
  nChanged 491
		SP:Iteration 3Q (138383.600000 sec): 3 clusters
  Score: Raw -1100118.682794 + Penalty 3021.219255 = -1097097.463539
  nChanged 412
		SP:Iteration 4Q (138383.830000 sec): 3 clusters
  Score: Raw -1100285.016969 + Penalty 3021.219255 = -1097263.797713
  nChanged 403
		SP:Iteration 5Q (138384.010000 sec): 3 clusters
  Score: Raw -1100438.302085 + Penalty 3021.219255 = -1097417.082830
  nChanged 382
		SP:Iteration 6Q (138384.240000 sec): 3 clusters
  Score: Raw -1100586.353082 + Penalty 3021.219255 = -1097565.133827
  nChanged 372
		SP:Iteration 7Q (138384.520000 sec): 3 clusters
  Score: Raw -1100755.894961 + Penalty 3021.219255 = -1097734.675706
  nChanged 367
		SP:Iteration 8Q (138384.720000 sec): 3 clusters
  Score: Raw -1100914.993836 + Penalty 3021.219255 = -1097893.774580
  nChanged 386
		SP:Iteration 9Q (138384.920000 sec): 3 clusters
  Score: Raw -1101117.089645 + Penalty 3021.219255 = -1098095.870389
  nChanged 437
		SP:Iteration 10Q (138385.190000 sec): 3 clusters
  Score: Raw -1101370.283546 + Penalty 3021.219255 = -1098349.064290
  nChanged 430
		SP:Iteration 11Q (138385.440000 sec): 3 clusters
  Score: Raw -1101641.826111 + Penalty 3021.219255 = -1098620.606855
  nChanged 452
		SP:Iteration 12Q (138385.620000 sec): 3 clusters
  Score: Raw -1101961.542844 + Penalty 3021.219255 = -1098940.323589
  nChanged 421
		SP:Iteration 13Q (138385.850000 sec): 3 clusters
  Score: Raw -1102272.536663 + Penalty 3021.219255 = -1099251.317408
  nChanged 374
		SP:Iteration 14Q (138386.120000 sec): 3 clusters
  Score: Raw -1102537.366477 + Penalty 3021.219255 = -1099516.147222
  nChanged 321
		SP:Iteration 15Q (138386.360000 sec): 3 clusters
  Score: Raw -1102766.108569 + Penalty 3021.219255 = -1099744.889313
  nChanged 259
		SP:Iteration 16Q (138386.580000 sec): 3 clusters
  Score: Raw -1102948.642713 + Penalty 3021.219255 = -1099927.423458
  nChanged 199
		SP:Iteration 17Q (138386.800000 sec): 3 clusters
  Score: Raw -1103094.843134 + Penalty 3021.219255 = -1100073.623878
  nChanged 155
		SP:Iteration 18Q (138387.060000 sec): 3 clusters
  Score: Raw -1103210.052023 + Penalty 3021.219255 = -1100188.832768
  nChanged 127
		SP:Iteration 19Q (138387.290000 sec): 3 clusters
  Score: Raw -1103296.004136 + Penalty 3021.219255 = -1100274.784881
  nChanged 90
		SP:Iteration 20F (138387.530000 sec): 3 clusters
  Score: Raw -1103353.005038 + Penalty 3021.219255 = -1100331.785783
  nChanged 64
		SP:Iteration 21Q (138387.750000 sec): 3 clusters
  Score: Raw -1103390.275648 + Penalty 3021.219255 = -1100369.056393
  nChanged 48
		SP:Iteration 22Q (138387.990000 sec): 3 clusters
  Score: Raw -1103418.393592 + Penalty 3021.219255 = -1100397.174336
  nChanged 44
		SP:Iteration 23Q (138388.220000 sec): 3 clusters
  Score: Raw -1103444.367973 + Penalty 3021.219255 = -1100423.148718
  nChanged 32
		SP:Iteration 24Q (138388.440000 sec): 3 clusters
  Score: Raw -1103465.139233 + Penalty 3021.219255 = -1100443.919978
  nChanged 23
		SP:Iteration 25Q (138388.720000 sec): 3 clusters
  Score: Raw -1103483.319274 + Penalty 3021.219255 = -1100462.100019
  nChanged 24
		SP:Iteration 26Q (138388.970000 sec): 3 clusters
  Score: Raw -1103499.104884 + Penalty 3021.219255 = -1100477.885629
  nChanged 23
		SP:Iteration 27Q (138389.190000 sec): 3 clusters
  Score: Raw -1103512.768234 + Penalty 3021.219255 = -1100491.548978
  nChanged 16
		SP:Iteration 28Q (138389.430000 sec): 3 clusters
  Score: Raw -1103526.067810 + Penalty 3021.219255 = -1100504.848554
  nChanged 13
		SP:Iteration 29Q (138389.730000 sec): 3 clusters
  Score: Raw -1103534.015246 + Penalty 3021.219255 = -1100512.795990
  nChanged 10
		SP:Iteration 30Q (138389.980000 sec): 3 clusters
  Score: Raw -1103540.291420 + Penalty 3021.219255 = -1100519.072164
  nChanged 4
		SP:Iteration 31Q (138390.230000 sec): 3 clusters
  Score: Raw -1103542.171629 + Penalty 3021.219255 = -1100520.952374
  nChanged 4
		SP:Iteration 32Q (138390.470000 sec): 3 clusters
  Score: Raw -1103544.303600 + Penalty 3021.219255 = -1100523.084345
  nChanged 2
		SP:Iteration 33Q (138390.730000 sec): 3 clusters
  Score: Raw -1103546.148435 + Penalty 3021.219255 = -1100524.929179
  nChanged 3
		SP:Iteration 34Q (138390.980000 sec): 3 clusters
  Score: Raw -1103547.672457 + Penalty 3021.219255 = -1100526.453202
  nChanged 3
		SP:Iteration 35Q (138391.240000 sec): 3 clusters
  Score: Raw -1103549.226331 + Penalty 3021.219255 = -1100528.007076
  nChanged 3
		SP:Iteration 36Q (138391.450000 sec): 3 clusters
  Score: Raw -1103552.852433 + Penalty 3021.219255 = -1100531.633178
  nChanged 6
		SP:Iteration 37Q (138391.720000 sec): 3 clusters
  Score: Raw -1103557.341931 + Penalty 3021.219255 = -1100536.122676
  nChanged 4
		SP:Iteration 38Q (138391.930000 sec): 3 clusters
  Score: Raw -1103561.532685 + Penalty 3021.219255 = -1100540.313429
  nChanged 6
		SP:Iteration 39Q (138392.130000 sec): 3 clusters
  Score: Raw -1103566.535742 + Penalty 3021.219255 = -1100545.316487
  nChanged 7
		SP:Iteration 40F (138392.360000 sec): 3 clusters
  Score: Raw -1103570.553028 + Penalty 3021.219255 = -1100549.333773
  nChanged 7
		SP:Iteration 41Q (138392.570000 sec): 3 clusters
  Score: Raw -1103575.676409 + Penalty 3021.219255 = -1100554.457153
  nChanged 9
		SP:Iteration 42Q (138392.840000 sec): 3 clusters
  Score: Raw -1103582.287467 + Penalty 3021.219255 = -1100561.068212
  nChanged 4
		SP:Iteration 43Q (138393.040000 sec): 3 clusters
  Score: Raw -1103584.505228 + Penalty 3021.219255 = -1100563.285973
  nChanged 4
		SP:Iteration 44Q (138393.290000 sec): 3 clusters
  Score: Raw -1103587.248394 + Penalty 3021.219255 = -1100566.029139
  nChanged 5
		SP:Iteration 45Q (138393.530000 sec): 3 clusters
  Score: Raw -1103590.862342 + Penalty 3021.219255 = -1100569.643087
  nChanged 3
		SP:Iteration 46Q (138393.790000 sec): 3 clusters
  Score: Raw -1103593.044384 + Penalty 3021.219255 = -1100571.825128
  nChanged 2
		SP:Iteration 47Q (138394.000000 sec): 3 clusters
  Score: Raw -1103593.674723 + Penalty 3021.219255 = -1100572.455468
  nChanged 0
		SP:Iteration 48F (138394.240000 sec): 3 clusters
  Score: Raw -1103593.674723 + Penalty 3021.219255 = -1100572.455468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138394.370000 sec): 2 clusters
  Score: Raw -373291.307827 + Penalty 1330.436131 = -371960.871695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138394.540000 sec): 3 clusters
  Score: Raw -371524.336102 + Penalty 2660.872263 = -368863.463839
  nChanged 1461
		SP:Iteration 1F (138394.730000 sec): 3 clusters
  Score: Raw -372380.730006 + Penalty 2660.872263 = -369719.857743
  nChanged 342
		SP:Iteration 2F (138394.930000 sec): 3 clusters
  Score: Raw -372711.771156 + Penalty 2660.872263 = -370050.898893
  nChanged 295
		SP:Iteration 3F (138395.110000 sec): 3 clusters
  Score: Raw -373010.211882 + Penalty 2660.872263 = -370349.339619
  nChanged 249
		SP:Iteration 4F (138395.280000 sec): 3 clusters
  Score: Raw -373259.666548 + Penalty 2660.872263 = -370598.794285
  nChanged 206
		SP:Iteration 5F (138395.460000 sec): 3 clusters
  Score: Raw -373417.876455 + Penalty 2660.872263 = -370757.004192
  nChanged 139
		SP:Iteration 6Q (138395.700000 sec): 3 clusters
  Score: Raw -373524.051206 + Penalty 2660.872263 = -370863.178943
  nChanged 129
		SP:Iteration 7Q (138395.890000 sec): 3 clusters
  Score: Raw -373622.240877 + Penalty 2660.872263 = -370961.368614
  nChanged 107
		SP:Iteration 8Q (138396.100000 sec): 3 clusters
  Score: Raw -373686.319105 + Penalty 2660.872263 = -371025.446842
  nChanged 85
		SP:Iteration 9Q (138396.280000 sec): 3 clusters
  Score: Raw -373724.861768 + Penalty 2660.872263 = -371063.989505
  nChanged 53
		SP:Iteration 10Q (138396.460000 sec): 3 clusters
  Score: Raw -373747.215697 + Penalty 2660.872263 = -371086.343435
  nChanged 46
		SP:Iteration 11Q (138396.630000 sec): 3 clusters
  Score: Raw -373767.135581 + Penalty 2660.872263 = -371106.263318
  nChanged 28
		SP:Iteration 12Q (138396.830000 sec): 3 clusters
  Score: Raw -373777.528586 + Penalty 2660.872263 = -371116.656324
  nChanged 21
		SP:Iteration 13Q (138397.030000 sec): 3 clusters
  Score: Raw -373784.697184 + Penalty 2660.872263 = -371123.824921
  nChanged 19
		SP:Iteration 14Q (138397.240000 sec): 3 clusters
  Score: Raw -373790.519424 + Penalty 2660.872263 = -371129.647161
  nChanged 9
		SP:Iteration 15Q (138397.380000 sec): 3 clusters
  Score: Raw -373792.911787 + Penalty 2660.872263 = -371132.039524
  nChanged 14
		SP:Iteration 16Q (138397.550000 sec): 3 clusters
  Score: Raw -373797.901475 + Penalty 2660.872263 = -371137.029212
  nChanged 17
		SP:Iteration 17Q (138397.730000 sec): 3 clusters
  Score: Raw -373803.024942 + Penalty 2660.872263 = -371142.152679
  nChanged 9
		SP:Iteration 18Q (138397.940000 sec): 3 clusters
  Score: Raw -373805.668072 + Penalty 2660.872263 = -371144.795810
  nChanged 5
		SP:Iteration 19Q (138398.070000 sec): 3 clusters
  Score: Raw -373806.642232 + Penalty 2660.872263 = -371145.769969
  nChanged 2
		SP:Iteration 20F (138398.270000 sec): 3 clusters
  Score: Raw -373807.071870 + Penalty 2660.872263 = -371146.199607
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138398.520000 sec): 2 clusters
  Score: Raw -1784194.266114 + Penalty 1581.515427 = -1782612.750687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138398.760000 sec): 3 clusters
  Score: Raw -1774201.385746 + Penalty 3163.030854 = -1771038.354892
  nChanged 7546
		SP:Iteration 1F (138399.010000 sec): 3 clusters
  Score: Raw -1778617.575096 + Penalty 3163.030854 = -1775454.544242
  nChanged 1000
		SP:Iteration 2F (138399.240000 sec): 3 clusters
  Score: Raw -1779096.323118 + Penalty 3163.030854 = -1775933.292264
  nChanged 940
		SP:Iteration 3F (138399.500000 sec): 3 clusters
  Score: Raw -1779621.004053 + Penalty 3163.030854 = -1776457.973199
  nChanged 926
		SP:Iteration 4F (138399.780000 sec): 3 clusters
  Score: Raw -1780178.661219 + Penalty 3163.030854 = -1777015.630365
  nChanged 914
		SP:Iteration 5F (138400.030000 sec): 3 clusters
  Score: Raw -1780796.282761 + Penalty 3163.030854 = -1777633.251907
  nChanged 891
		SP:Iteration 6F (138400.350000 sec): 3 clusters
  Score: Raw -1781367.914366 + Penalty 3163.030854 = -1778204.883512
  nChanged 802
		SP:Iteration 7Q (138400.620000 sec): 3 clusters
  Score: Raw -1781856.922157 + Penalty 3163.030854 = -1778693.891303
  nChanged 658
		SP:Iteration 8Q (138400.960000 sec): 3 clusters
  Score: Raw -1782244.152211 + Penalty 3163.030854 = -1779081.121357
  nChanged 566
		SP:Iteration 9Q (138401.220000 sec): 3 clusters
  Score: Raw -1782561.908966 + Penalty 3163.030854 = -1779398.878112
  nChanged 452
		SP:Iteration 10Q (138401.510000 sec): 3 clusters
  Score: Raw -1782812.747637 + Penalty 3163.030854 = -1779649.716783
  nChanged 344
		SP:Iteration 11Q (138401.850000 sec): 3 clusters
  Score: Raw -1782967.516045 + Penalty 3163.030854 = -1779804.485191
  nChanged 291
		SP:Iteration 12Q (138402.100000 sec): 3 clusters
  Score: Raw -1783092.409742 + Penalty 3163.030854 = -1779929.378888
  nChanged 246
		SP:Iteration 13Q (138402.340000 sec): 3 clusters
  Score: Raw -1783190.267648 + Penalty 3163.030854 = -1780027.236794
  nChanged 226
		SP:Iteration 14Q (138402.720000 sec): 3 clusters
  Score: Raw -1783277.706500 + Penalty 3163.030854 = -1780114.675646
  nChanged 194
		SP:Iteration 15Q (138402.940000 sec): 3 clusters
  Score: Raw -1783351.552305 + Penalty 3163.030854 = -1780188.521451
  nChanged 198
		SP:Iteration 16Q (138403.240000 sec): 3 clusters
  Score: Raw -1783428.408046 + Penalty 3163.030854 = -1780265.377192
  nChanged 164
		SP:Iteration 17Q (138403.480000 sec): 3 clusters
  Score: Raw -1783484.410665 + Penalty 3163.030854 = -1780321.379811
  nChanged 152
		SP:Iteration 18Q (138403.750000 sec): 3 clusters
  Score: Raw -1783532.650409 + Penalty 3163.030854 = -1780369.619555
  nChanged 149
		SP:Iteration 19Q (138404.050000 sec): 3 clusters
  Score: Raw -1783579.985648 + Penalty 3163.030854 = -1780416.954794
  nChanged 138
		SP:Iteration 20F (138404.360000 sec): 3 clusters
  Score: Raw -1783623.664371 + Penalty 3163.030854 = -1780460.633517
  nChanged 131
		SP:Iteration 21Q (138404.630000 sec): 3 clusters
  Score: Raw -1783666.662664 + Penalty 3163.030854 = -1780503.631810
  nChanged 130
		SP:Iteration 22Q (138404.930000 sec): 3 clusters
  Score: Raw -1783710.757082 + Penalty 3163.030854 = -1780547.726228
  nChanged 124
		SP:Iteration 23Q (138405.180000 sec): 3 clusters
  Score: Raw -1783748.373132 + Penalty 3163.030854 = -1780585.342278
  nChanged 115
		SP:Iteration 24Q (138405.390000 sec): 3 clusters
  Score: Raw -1783781.764046 + Penalty 3163.030854 = -1780618.733192
  nChanged 105
		SP:Iteration 25Q (138405.610000 sec): 3 clusters
  Score: Raw -1783810.585034 + Penalty 3163.030854 = -1780647.554180
  nChanged 83
		SP:Iteration 26Q (138405.890000 sec): 3 clusters
  Score: Raw -1783835.743254 + Penalty 3163.030854 = -1780672.712400
  nChanged 84
		SP:Iteration 27Q (138406.200000 sec): 3 clusters
  Score: Raw -1783862.549739 + Penalty 3163.030854 = -1780699.518885
  nChanged 89
		SP:Iteration 28Q (138406.390000 sec): 3 clusters
  Score: Raw -1783887.306689 + Penalty 3163.030854 = -1780724.275835
  nChanged 74
		SP:Iteration 29Q (138406.610000 sec): 3 clusters
  Score: Raw -1783906.112781 + Penalty 3163.030854 = -1780743.081927
  nChanged 59
		SP:Iteration 30Q (138406.860000 sec): 3 clusters
  Score: Raw -1783920.752546 + Penalty 3163.030854 = -1780757.721692
  nChanged 54
		SP:Iteration 31Q (138407.170000 sec): 3 clusters
  Score: Raw -1783935.967970 + Penalty 3163.030854 = -1780772.937116
  nChanged 56
		SP:Iteration 32Q (138407.400000 sec): 3 clusters
  Score: Raw -1783953.716509 + Penalty 3163.030854 = -1780790.685655
  nChanged 56
		SP:Iteration 33Q (138407.740000 sec): 3 clusters
  Score: Raw -1783967.915855 + Penalty 3163.030854 = -1780804.885001
  nChanged 62
		SP:Iteration 34Q (138407.970000 sec): 3 clusters
  Score: Raw -1783986.350095 + Penalty 3163.030854 = -1780823.319241
  nChanged 66
		SP:Iteration 35Q (138408.260000 sec): 3 clusters
  Score: Raw -1784007.613959 + Penalty 3163.030854 = -1780844.583105
  nChanged 71
		SP:Iteration 36Q (138408.570000 sec): 3 clusters
  Score: Raw -1784033.614740 + Penalty 3163.030854 = -1780870.583886
  nChanged 77
		SP:Iteration 37Q (138408.830000 sec): 3 clusters
  Score: Raw -1784062.000636 + Penalty 3163.030854 = -1780898.969782
  nChanged 58
		SP:Iteration 38Q (138409.110000 sec): 3 clusters
  Score: Raw -1784080.949031 + Penalty 3163.030854 = -1780917.918177
  nChanged 66
		SP:Iteration 39Q (138409.330000 sec): 3 clusters
  Score: Raw -1784102.172686 + Penalty 3163.030854 = -1780939.141832
  nChanged 67
		SP:Iteration 40F (138409.620000 sec): 3 clusters
  Score: Raw -1784121.088427 + Penalty 3163.030854 = -1780958.057573
  nChanged 56
		SP:Iteration 41Q (138409.880000 sec): 3 clusters
  Score: Raw -1784136.399813 + Penalty 3163.030854 = -1780973.368959
  nChanged 53
		SP:Iteration 42Q (138410.180000 sec): 3 clusters
  Score: Raw -1784151.722039 + Penalty 3163.030854 = -1780988.691185
  nChanged 58
		SP:Iteration 43Q (138410.480000 sec): 3 clusters
  Score: Raw -1784168.146174 + Penalty 3163.030854 = -1781005.115320
  nChanged 41
		SP:Iteration 44Q (138410.740000 sec): 3 clusters
  Score: Raw -1784178.255683 + Penalty 3163.030854 = -1781015.224829
  nChanged 33
		SP:Iteration 45Q (138411.020000 sec): 3 clusters
  Score: Raw -1784186.516421 + Penalty 3163.030854 = -1781023.485567
  nChanged 32
		SP:Iteration 46Q (138411.250000 sec): 3 clusters
  Score: Raw -1784195.056212 + Penalty 3163.030854 = -1781032.025358
  nChanged 45
		SP:Iteration 47Q (138411.500000 sec): 3 clusters
  Score: Raw -1784209.184005 + Penalty 3163.030854 = -1781046.153151
  nChanged 46
		SP:Iteration 48Q (138411.810000 sec): 3 clusters
  Score: Raw -1784226.279296 + Penalty 3163.030854 = -1781063.248442
  nChanged 47
		SP:Iteration 49Q (138412.120000 sec): 3 clusters
  Score: Raw -1784244.338141 + Penalty 3163.030854 = -1781081.307287
  nChanged 42
		SP:Iteration 50Q (138412.340000 sec): 3 clusters
  Score: Raw -1784257.231737 + Penalty 3163.030854 = -1781094.200883
  nChanged 34
		SP:Iteration 51Q (138412.650000 sec): 3 clusters
  Score: Raw -1784265.054270 + Penalty 3163.030854 = -1781102.023417
  nChanged 28
		SP:Iteration 52Q (138412.890000 sec): 3 clusters
  Score: Raw -1784274.332925 + Penalty 3163.030854 = -1781111.302071
  nChanged 22
		SP:Iteration 53Q (138413.130000 sec): 3 clusters
  Score: Raw -1784280.926621 + Penalty 3163.030854 = -1781117.895767
  nChanged 18
		SP:Iteration 54Q (138413.390000 sec): 3 clusters
  Score: Raw -1784286.983348 + Penalty 3163.030854 = -1781123.952494
  nChanged 19
		SP:Iteration 55Q (138413.630000 sec): 3 clusters
  Score: Raw -1784292.566247 + Penalty 3163.030854 = -1781129.535393
  nChanged 23
		SP:Iteration 56Q (138413.930000 sec): 3 clusters
  Score: Raw -1784298.047778 + Penalty 3163.030854 = -1781135.016924
  nChanged 16
		SP:Iteration 57Q (138414.150000 sec): 3 clusters
  Score: Raw -1784302.075959 + Penalty 3163.030854 = -1781139.045105
  nChanged 16
		SP:Iteration 58Q (138414.370000 sec): 3 clusters
  Score: Raw -1784305.655269 + Penalty 3163.030854 = -1781142.624415
  nChanged 20
		SP:Iteration 59Q (138414.660000 sec): 3 clusters
  Score: Raw -1784309.688292 + Penalty 3163.030854 = -1781146.657438
  nChanged 12
		SP:Iteration 60F (138414.950000 sec): 3 clusters
  Score: Raw -1784312.439406 + Penalty 3163.030854 = -1781149.408552
  nChanged 6
		SP:Iteration 61Q (138415.210000 sec): 3 clusters
  Score: Raw -1784314.416390 + Penalty 3163.030854 = -1781151.385536
  nChanged 10
		SP:Iteration 62Q (138415.520000 sec): 3 clusters
  Score: Raw -1784317.518651 + Penalty 3163.030854 = -1781154.487797
  nChanged 14
		SP:Iteration 63Q (138415.770000 sec): 3 clusters
  Score: Raw -1784321.191976 + Penalty 3163.030854 = -1781158.161122
  nChanged 15
		SP:Iteration 64Q (138416.090000 sec): 3 clusters
  Score: Raw -1784325.669895 + Penalty 3163.030854 = -1781162.639041
  nChanged 16
		SP:Iteration 65Q (138416.340000 sec): 3 clusters
  Score: Raw -1784329.478401 + Penalty 3163.030854 = -1781166.447547
  nChanged 12
		SP:Iteration 66Q (138416.630000 sec): 3 clusters
  Score: Raw -1784332.079077 + Penalty 3163.030854 = -1781169.048223
  nChanged 8
		SP:Iteration 67Q (138416.970000 sec): 3 clusters
  Score: Raw -1784334.100718 + Penalty 3163.030854 = -1781171.069864
  nChanged 8
		SP:Iteration 68Q (138417.200000 sec): 3 clusters
  Score: Raw -1784336.977201 + Penalty 3163.030854 = -1781173.946347
  nChanged 12
		SP:Iteration 69Q (138417.470000 sec): 3 clusters
  Score: Raw -1784340.030487 + Penalty 3163.030854 = -1781176.999633
  nChanged 12
		SP:Iteration 70Q (138417.760000 sec): 3 clusters
  Score: Raw -1784344.066610 + Penalty 3163.030854 = -1781181.035756
  nChanged 14
		SP:Iteration 71Q (138418.010000 sec): 3 clusters
  Score: Raw -1784349.515538 + Penalty 3163.030854 = -1781186.484684
  nChanged 23
		SP:Iteration 72Q (138418.250000 sec): 3 clusters
  Score: Raw -1784358.045947 + Penalty 3163.030854 = -1781195.015093
  nChanged 17
		SP:Iteration 73Q (138418.570000 sec): 3 clusters
  Score: Raw -1784363.954659 + Penalty 3163.030854 = -1781200.923805
  nChanged 21
		SP:Iteration 74Q (138418.820000 sec): 3 clusters
  Score: Raw -1784371.129279 + Penalty 3163.030854 = -1781208.098425
  nChanged 17
		SP:Iteration 75Q (138419.030000 sec): 3 clusters
  Score: Raw -1784377.471813 + Penalty 3163.030854 = -1781214.440959
  nChanged 16
		SP:Iteration 76Q (138419.270000 sec): 3 clusters
  Score: Raw -1784382.191026 + Penalty 3163.030854 = -1781219.160172
  nChanged 15
		SP:Iteration 77Q (138419.530000 sec): 3 clusters
  Score: Raw -1784387.985326 + Penalty 3163.030854 = -1781224.954472
  nChanged 17
		SP:Iteration 78Q (138419.760000 sec): 3 clusters
  Score: Raw -1784393.019372 + Penalty 3163.030854 = -1781229.988518
  nChanged 9
		SP:Iteration 79Q (138419.980000 sec): 3 clusters
  Score: Raw -1784396.617597 + Penalty 3163.030854 = -1781233.586743
  nChanged 13
		SP:Iteration 80F (138420.240000 sec): 3 clusters
  Score: Raw -1784400.413622 + Penalty 3163.030854 = -1781237.382768
  nChanged 11
		SP:Iteration 81Q (138420.500000 sec): 3 clusters
  Score: Raw -1784403.712782 + Penalty 3163.030854 = -1781240.681928
  nChanged 12
		SP:Iteration 82Q (138420.770000 sec): 3 clusters
  Score: Raw -1784408.124231 + Penalty 3163.030854 = -1781245.093377
  nChanged 13
		SP:Iteration 83Q (138421.010000 sec): 3 clusters
  Score: Raw -1784411.413049 + Penalty 3163.030854 = -1781248.382195
  nChanged 9
		SP:Iteration 84Q (138421.310000 sec): 3 clusters
  Score: Raw -1784414.166698 + Penalty 3163.030854 = -1781251.135844
  nChanged 7
		SP:Iteration 85Q (138421.550000 sec): 3 clusters
  Score: Raw -1784416.751275 + Penalty 3163.030854 = -1781253.720421
  nChanged 7
		SP:Iteration 86Q (138421.780000 sec): 3 clusters
  Score: Raw -1784419.509097 + Penalty 3163.030854 = -1781256.478243
  nChanged 8
		SP:Iteration 87Q (138422.020000 sec): 3 clusters
  Score: Raw -1784422.321459 + Penalty 3163.030854 = -1781259.290605
  nChanged 9
		SP:Iteration 88Q (138422.240000 sec): 3 clusters
  Score: Raw -1784426.497185 + Penalty 3163.030854 = -1781263.466331
  nChanged 15
		SP:Iteration 89Q (138422.480000 sec): 3 clusters
  Score: Raw -1784431.999664 + Penalty 3163.030854 = -1781268.968810
  nChanged 12
		SP:Iteration 90Q (138422.780000 sec): 3 clusters
  Score: Raw -1784435.524172 + Penalty 3163.030854 = -1781272.493318
  nChanged 11
		SP:Iteration 91Q (138423.000000 sec): 3 clusters
  Score: Raw -1784438.757209 + Penalty 3163.030854 = -1781275.726355
  nChanged 11
		SP:Iteration 92Q (138423.260000 sec): 3 clusters
  Score: Raw -1784442.530759 + Penalty 3163.030854 = -1781279.499905
  nChanged 9
		SP:Iteration 93Q (138423.520000 sec): 3 clusters
  Score: Raw -1784445.820276 + Penalty 3163.030854 = -1781282.789422
  nChanged 10
		SP:Iteration 94Q (138423.800000 sec): 3 clusters
  Score: Raw -1784449.919499 + Penalty 3163.030854 = -1781286.888645
  nChanged 8
		SP:Iteration 95Q (138424.060000 sec): 3 clusters
  Score: Raw -1784452.354049 + Penalty 3163.030854 = -1781289.323195
  nChanged 7
		SP:Iteration 96Q (138424.260000 sec): 3 clusters
  Score: Raw -1784454.426010 + Penalty 3163.030854 = -1781291.395156
  nChanged 8
		SP:Iteration 97Q (138424.520000 sec): 3 clusters
  Score: Raw -1784456.890798 + Penalty 3163.030854 = -1781293.859944
  nChanged 9
		SP:Iteration 98Q (138424.780000 sec): 3 clusters
  Score: Raw -1784459.308883 + Penalty 3163.030854 = -1781296.278029
  nChanged 6
		SP:Iteration 99Q (138424.990000 sec): 3 clusters
  Score: Raw -1784462.560506 + Penalty 3163.030854 = -1781299.529652
  nChanged 9
		SP:Iteration 100F (138425.270000 sec): 3 clusters
  Score: Raw -1784465.775936 + Penalty 3163.030854 = -1781302.745082
  nChanged 9
		SP:Iteration 101Q (138425.500000 sec): 3 clusters
  Score: Raw -1784468.140573 + Penalty 3163.030854 = -1781305.109719
  nChanged 5
		SP:Iteration 102Q (138425.760000 sec): 3 clusters
  Score: Raw -1784468.964916 + Penalty 3163.030854 = -1781305.934062
  nChanged 3
		SP:Iteration 103Q (138426.030000 sec): 3 clusters
  Score: Raw -1784469.760608 + Penalty 3163.030854 = -1781306.729754
  nChanged 3
		SP:Iteration 104Q (138426.280000 sec): 3 clusters
  Score: Raw -1784470.366310 + Penalty 3163.030854 = -1781307.335456
  nChanged 1
		SP:Iteration 105Q (138426.490000 sec): 3 clusters
  Score: Raw -1784470.554841 + Penalty 3163.030854 = -1781307.523987
  nChanged 0
		SP:Iteration 106F (138426.750000 sec): 3 clusters
  Score: Raw -1784470.554841 + Penalty 3163.030854 = -1781307.523987
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138426.870000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138427.050000 sec): 3 clusters
  Score: Raw -26853.066900 + Penalty 1810.950060 = -25042.116839
  nChanged 39
		SP:Iteration 1F (138427.260000 sec): 3 clusters
  Score: Raw -26929.029088 + Penalty 1810.950060 = -25118.079028
  nChanged 5
		SP:Iteration 2Q (138427.490000 sec): 3 clusters
  Score: Raw -26951.555914 + Penalty 1810.950060 = -25140.605854
  nChanged 4
		SP:Iteration 3Q (138427.650000 sec): 3 clusters
  Score: Raw -26964.758347 + Penalty 1810.950060 = -25153.808287
  nChanged 1
		SP:Iteration 4Q (138427.860000 sec): 3 clusters
  Score: Raw -26969.140827 + Penalty 1810.950060 = -25158.190767
  nChanged 1
		SP:Iteration 5Q (138428.060000 sec): 3 clusters
  Score: Raw -26970.232671 + Penalty 1810.950060 = -25159.282611
  nChanged 0
		SP:Iteration 6F (138428.180000 sec): 3 clusters
  Score: Raw -26970.232671 + Penalty 1810.950060 = -25159.282611
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138428.280000 sec): 2 clusters
  Score: Raw -116600.408454 + Penalty 1175.553792 = -115424.854662
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138428.500000 sec): 3 clusters
  Score: Raw -116127.335022 + Penalty 2351.107583 = -113776.227439
  nChanged 459
		SP:Iteration 1F (138428.660000 sec): 3 clusters
  Score: Raw -116579.540134 + Penalty 2351.107583 = -114228.432550
  nChanged 130
		SP:Iteration 2F (138428.830000 sec): 3 clusters
  Score: Raw -116772.851048 + Penalty 2351.107583 = -114421.743464
  nChanged 84
		SP:Iteration 3F (138429.030000 sec): 3 clusters
  Score: Raw -116907.558275 + Penalty 2351.107583 = -114556.450691
  nChanged 62
		SP:Iteration 4Q (138429.240000 sec): 3 clusters
  Score: Raw -116967.797588 + Penalty 2351.107583 = -114616.690005
  nChanged 42
		SP:Iteration 5Q (138429.410000 sec): 3 clusters
  Score: Raw -117016.993925 + Penalty 2351.107583 = -114665.886342
  nChanged 30
		SP:Iteration 6Q (138429.590000 sec): 3 clusters
  Score: Raw -117056.023386 + Penalty 2351.107583 = -114704.915802
  nChanged 32
		SP:Iteration 7Q (138429.770000 sec): 3 clusters
  Score: Raw -117097.119552 + Penalty 2351.107583 = -114746.011968
  nChanged 26
		SP:Iteration 8Q (138429.900000 sec): 3 clusters
  Score: Raw -117124.219121 + Penalty 2351.107583 = -114773.111538
  nChanged 26
		SP:Iteration 9Q (138430.100000 sec): 3 clusters
  Score: Raw -117142.062182 + Penalty 2351.107583 = -114790.954599
  nChanged 14
		SP:Iteration 10Q (138430.300000 sec): 3 clusters
  Score: Raw -117150.331499 + Penalty 2351.107583 = -114799.223916
  nChanged 11
		SP:Iteration 11Q (138430.490000 sec): 3 clusters
  Score: Raw -117158.284214 + Penalty 2351.107583 = -114807.176631
  nChanged 3
		SP:Iteration 12Q (138430.680000 sec): 3 clusters
  Score: Raw -117161.189561 + Penalty 2351.107583 = -114810.081978
  nChanged 4
		SP:Iteration 13Q (138430.870000 sec): 3 clusters
  Score: Raw -117163.737699 + Penalty 2351.107583 = -114812.630115
  nChanged 5
		SP:Iteration 14Q (138431.060000 sec): 3 clusters
  Score: Raw -117167.704852 + Penalty 2351.107583 = -114816.597269
  nChanged 4
		SP:Iteration 15Q (138431.260000 sec): 3 clusters
  Score: Raw -117171.561014 + Penalty 2351.107583 = -114820.453431
  nChanged 5
		SP:Iteration 16Q (138431.460000 sec): 3 clusters
  Score: Raw -117178.476646 + Penalty 2351.107583 = -114827.369062
  nChanged 8
		SP:Iteration 17Q (138431.660000 sec): 3 clusters
  Score: Raw -117185.528112 + Penalty 2351.107583 = -114834.420529
  nChanged 6
		SP:Iteration 18Q (138431.880000 sec): 3 clusters
  Score: Raw -117192.251908 + Penalty 2351.107583 = -114841.144324
  nChanged 6
		SP:Iteration 19Q (138432.060000 sec): 3 clusters
  Score: Raw -117196.514320 + Penalty 2351.107583 = -114845.406737
  nChanged 6
		SP:Iteration 20F (138432.230000 sec): 3 clusters
  Score: Raw -117205.609812 + Penalty 2351.107583 = -114854.502229
  nChanged 3
		SP:Iteration 21Q (138432.370000 sec): 3 clusters
  Score: Raw -117218.256156 + Penalty 2351.107583 = -114867.148572
  nChanged 6
		SP:Iteration 22Q (138432.560000 sec): 3 clusters
  Score: Raw -117222.132127 + Penalty 2351.107583 = -114871.024543
  nChanged 2
		SP:Iteration 23Q (138432.790000 sec): 3 clusters
  Score: Raw -117226.273276 + Penalty 2351.107583 = -114875.165693
  nChanged 2
		SP:Iteration 24Q (138432.970000 sec): 3 clusters
  Score: Raw -117233.810334 + Penalty 2351.107583 = -114882.702750
  nChanged 4
		SP:Iteration 25Q (138433.150000 sec): 3 clusters
  Score: Raw -117235.891938 + Penalty 2351.107583 = -114884.784354
  nChanged 3
		SP:Iteration 26Q (138433.370000 sec): 3 clusters
  Score: Raw -117237.744967 + Penalty 2351.107583 = -114886.637383
  nChanged 2
		SP:Iteration 27Q (138433.560000 sec): 3 clusters
  Score: Raw -117239.761153 + Penalty 2351.107583 = -114888.653570
  nChanged 2
		SP:Iteration 28Q (138433.790000 sec): 3 clusters
  Score: Raw -117240.750628 + Penalty 2351.107583 = -114889.643045
  nChanged 0
		SP:Iteration 29F (138433.920000 sec): 3 clusters
  Score: Raw -117240.750628 + Penalty 2351.107583 = -114889.643045
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138434.030000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138434.260000 sec): 3 clusters
  Score: Raw -30626.197310 + Penalty 1847.163424 = -28779.033886
  nChanged 37
		SP:Iteration 1F (138434.450000 sec): 3 clusters
  Score: Raw -30709.456810 + Penalty 1847.163424 = -28862.293385
  nChanged 15
		SP:Iteration 2F (138434.630000 sec): 3 clusters
  Score: Raw -30751.312164 + Penalty 1847.163424 = -28904.148740
  nChanged 6
		SP:Iteration 3Q (138434.850000 sec): 3 clusters
  Score: Raw -30765.911003 + Penalty 1847.163424 = -28918.747579
  nChanged 6
		SP:Iteration 4Q (138435.030000 sec): 3 clusters
  Score: Raw -30796.714012 + Penalty 1847.163424 = -28949.550588
  nChanged 3
		SP:Iteration 5Q (138435.190000 sec): 3 clusters
  Score: Raw -30804.202904 + Penalty 1847.163424 = -28957.039480
  nChanged 6
		SP:Iteration 6Q (138435.370000 sec): 3 clusters
  Score: Raw -30816.669546 + Penalty 1847.163424 = -28969.506121
  nChanged 2
		SP:Iteration 7Q (138435.540000 sec): 3 clusters
  Score: Raw -30819.949522 + Penalty 1847.163424 = -28972.786098
  nChanged 1
		SP:Iteration 8Q (138435.710000 sec): 3 clusters
  Score: Raw -30821.646323 + Penalty 1847.163424 = -28974.482899
  nChanged 0
		SP:Iteration 9F (138435.890000 sec): 3 clusters
  Score: Raw -30821.646323 + Penalty 1847.163424 = -28974.482899
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138435.960000 sec): 2 clusters
  Score: Raw -279159.753249 + Penalty 1274.689117 = -277885.064132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138436.120000 sec): 3 clusters
  Score: Raw -278007.008253 + Penalty 2549.378233 = -275457.630019
  nChanged 937
		SP:Iteration 1F (138436.320000 sec): 3 clusters
  Score: Raw -278528.848917 + Penalty 2549.378233 = -275979.470684
  nChanged 188
		SP:Iteration 2F (138436.510000 sec): 3 clusters
  Score: Raw -278648.914830 + Penalty 2549.378233 = -276099.536597
  nChanged 119
		SP:Iteration 3Q (138436.680000 sec): 3 clusters
  Score: Raw -278715.254467 + Penalty 2549.378233 = -276165.876233
  nChanged 85
		SP:Iteration 4Q (138436.830000 sec): 3 clusters
  Score: Raw -278758.398531 + Penalty 2549.378233 = -276209.020298
  nChanged 78
		SP:Iteration 5Q (138436.990000 sec): 3 clusters
  Score: Raw -278798.510318 + Penalty 2549.378233 = -276249.132085
  nChanged 58
		SP:Iteration 6Q (138437.150000 sec): 3 clusters
  Score: Raw -278828.191790 + Penalty 2549.378233 = -276278.813557
  nChanged 50
		SP:Iteration 7Q (138437.290000 sec): 3 clusters
  Score: Raw -278858.194287 + Penalty 2549.378233 = -276308.816054
  nChanged 39
		SP:Iteration 8Q (138437.520000 sec): 3 clusters
  Score: Raw -278873.308607 + Penalty 2549.378233 = -276323.930374
  nChanged 25
		SP:Iteration 9Q (138437.710000 sec): 3 clusters
  Score: Raw -278884.359105 + Penalty 2549.378233 = -276334.980872
  nChanged 24
		SP:Iteration 10Q (138437.830000 sec): 3 clusters
  Score: Raw -278895.760560 + Penalty 2549.378233 = -276346.382326
  nChanged 22
		SP:Iteration 11Q (138438.070000 sec): 3 clusters
  Score: Raw -278904.668207 + Penalty 2549.378233 = -276355.289973
  nChanged 25
		SP:Iteration 12Q (138438.250000 sec): 3 clusters
  Score: Raw -278916.067780 + Penalty 2549.378233 = -276366.689546
  nChanged 33
		SP:Iteration 13Q (138438.390000 sec): 3 clusters
  Score: Raw -278929.849932 + Penalty 2549.378233 = -276380.471699
  nChanged 32
		SP:Iteration 14Q (138438.530000 sec): 3 clusters
  Score: Raw -278944.187742 + Penalty 2549.378233 = -276394.809509
  nChanged 32
		SP:Iteration 15Q (138438.740000 sec): 3 clusters
  Score: Raw -278958.732616 + Penalty 2549.378233 = -276409.354383
  nChanged 30
		SP:Iteration 16Q (138438.930000 sec): 3 clusters
  Score: Raw -278971.645267 + Penalty 2549.378233 = -276422.267033
  nChanged 28
		SP:Iteration 17Q (138439.110000 sec): 3 clusters
  Score: Raw -278984.575051 + Penalty 2549.378233 = -276435.196817
  nChanged 28
		SP:Iteration 18Q (138439.370000 sec): 3 clusters
  Score: Raw -278998.723472 + Penalty 2549.378233 = -276449.345239
  nChanged 37
		SP:Iteration 19Q (138439.540000 sec): 3 clusters
  Score: Raw -279016.627525 + Penalty 2549.378233 = -276467.249291
  nChanged 37
		SP:Iteration 20F (138439.730000 sec): 3 clusters
  Score: Raw -279035.920644 + Penalty 2549.378233 = -276486.542410
  nChanged 40
		SP:Iteration 21Q (138439.950000 sec): 3 clusters
  Score: Raw -279056.480950 + Penalty 2549.378233 = -276507.102716
  nChanged 39
		SP:Iteration 22Q (138440.150000 sec): 3 clusters
  Score: Raw -279079.972938 + Penalty 2549.378233 = -276530.594705
  nChanged 28
		SP:Iteration 23Q (138440.350000 sec): 3 clusters
  Score: Raw -279096.004402 + Penalty 2549.378233 = -276546.626168
  nChanged 35
		SP:Iteration 24Q (138440.520000 sec): 3 clusters
  Score: Raw -279113.511284 + Penalty 2549.378233 = -276564.133051
  nChanged 26
		SP:Iteration 25Q (138440.720000 sec): 3 clusters
  Score: Raw -279128.872037 + Penalty 2549.378233 = -276579.493803
  nChanged 26
		SP:Iteration 26Q (138440.910000 sec): 3 clusters
  Score: Raw -279146.255773 + Penalty 2549.378233 = -276596.877539
  nChanged 33
		SP:Iteration 27Q (138441.090000 sec): 3 clusters
  Score: Raw -279169.453520 + Penalty 2549.378233 = -276620.075287
  nChanged 39
		SP:Iteration 28Q (138441.290000 sec): 3 clusters
  Score: Raw -279198.085591 + Penalty 2549.378233 = -276648.707358
  nChanged 30
		SP:Iteration 29Q (138441.490000 sec): 3 clusters
  Score: Raw -279219.126684 + Penalty 2549.378233 = -276669.748450
  nChanged 28
		SP:Iteration 30Q (138441.700000 sec): 3 clusters
  Score: Raw -279236.813012 + Penalty 2549.378233 = -276687.434779
  nChanged 25
		SP:Iteration 31Q (138441.900000 sec): 3 clusters
  Score: Raw -279251.046066 + Penalty 2549.378233 = -276701.667833
  nChanged 18
		SP:Iteration 32Q (138442.110000 sec): 3 clusters
  Score: Raw -279261.914850 + Penalty 2549.378233 = -276712.536617
  nChanged 17
		SP:Iteration 33Q (138442.320000 sec): 3 clusters
  Score: Raw -279274.457122 + Penalty 2549.378233 = -276725.078889
  nChanged 14
		SP:Iteration 34Q (138442.510000 sec): 3 clusters
  Score: Raw -279284.550305 + Penalty 2549.378233 = -276735.172071
  nChanged 17
		SP:Iteration 35Q (138442.710000 sec): 3 clusters
  Score: Raw -279298.211720 + Penalty 2549.378233 = -276748.833487
  nChanged 11
		SP:Iteration 36Q (138442.900000 sec): 3 clusters
  Score: Raw -279309.802599 + Penalty 2549.378233 = -276760.424366
  nChanged 6
		SP:Iteration 37Q (138443.090000 sec): 3 clusters
  Score: Raw -279313.126237 + Penalty 2549.378233 = -276763.748003
  nChanged 5
		SP:Iteration 38Q (138443.300000 sec): 3 clusters
  Score: Raw -279316.813787 + Penalty 2549.378233 = -276767.435553
  nChanged 6
		SP:Iteration 39Q (138443.520000 sec): 3 clusters
  Score: Raw -279320.059057 + Penalty 2549.378233 = -276770.680823
  nChanged 1
		SP:Iteration 40F (138443.670000 sec): 3 clusters
  Score: Raw -279320.412962 + Penalty 2549.378233 = -276771.034729
  nChanged 3
		SP:Iteration 41Q (138443.860000 sec): 3 clusters
  Score: Raw -279321.816532 + Penalty 2549.378233 = -276772.438299
  nChanged 2
		SP:Iteration 42Q (138444.050000 sec): 3 clusters
  Score: Raw -279322.563471 + Penalty 2549.378233 = -276773.185237
  nChanged 2
		SP:Iteration 43Q (138444.220000 sec): 3 clusters
  Score: Raw -279324.635024 + Penalty 2549.378233 = -276775.256791
  nChanged 4
		SP:Iteration 44Q (138444.430000 sec): 3 clusters
  Score: Raw -279326.405769 + Penalty 2549.378233 = -276777.027536
  nChanged 2
		SP:Iteration 45Q (138444.620000 sec): 3 clusters
  Score: Raw -279327.401731 + Penalty 2549.378233 = -276778.023498
  nChanged 2
		SP:Iteration 46Q (138444.830000 sec): 3 clusters
  Score: Raw -279328.074064 + Penalty 2549.378233 = -276778.695831
  nChanged 0
		SP:Iteration 47F (138445.030000 sec): 3 clusters
  Score: Raw -279328.074064 + Penalty 2549.378233 = -276778.695831
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138445.120000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138445.300000 sec): 3 clusters
  Score: Raw -49853.455651 + Penalty 1997.557009 = -47855.898642
  nChanged 108
		SP:Iteration 1F (138445.490000 sec): 3 clusters
  Score: Raw -50009.974382 + Penalty 1997.557009 = -48012.417373
  nChanged 31
		SP:Iteration 2F (138445.670000 sec): 3 clusters
  Score: Raw -50060.267326 + Penalty 1997.557009 = -48062.710317
  nChanged 13
		SP:Iteration 3Q (138445.850000 sec): 3 clusters
  Score: Raw -50084.025108 + Penalty 1997.557009 = -48086.468099
  nChanged 8
		SP:Iteration 4Q (138446.090000 sec): 3 clusters
  Score: Raw -50098.660539 + Penalty 1997.557009 = -48101.103530
  nChanged 11
		SP:Iteration 5Q (138446.260000 sec): 3 clusters
  Score: Raw -50118.718696 + Penalty 1997.557009 = -48121.161687
  nChanged 6
		SP:Iteration 6Q (138446.470000 sec): 3 clusters
  Score: Raw -50127.219035 + Penalty 1997.557009 = -48129.662027
  nChanged 2
		SP:Iteration 7Q (138446.610000 sec): 3 clusters
  Score: Raw -50128.912979 + Penalty 1997.557009 = -48131.355970
  nChanged 1
		SP:Iteration 8Q (138446.810000 sec): 3 clusters
  Score: Raw -50129.403066 + Penalty 1997.557009 = -48131.846057
  nChanged 0
		SP:Iteration 9F (138447.030000 sec): 3 clusters
  Score: Raw -50129.403066 + Penalty 1997.557009 = -48131.846057
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (6661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138447.150000 sec): 2 clusters
  Score: Raw -754405.264106 + Penalty 1430.654047 = -752974.610060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138447.420000 sec): 3 clusters
  Score: Raw -750727.883250 + Penalty 2861.308093 = -747866.575157
  nChanged 2808
		SP:Iteration 1F (138447.600000 sec): 3 clusters
  Score: Raw -752230.790760 + Penalty 2861.308093 = -749369.482667
  nChanged 412
		SP:Iteration 2F (138447.820000 sec): 3 clusters
  Score: Raw -752395.308416 + Penalty 2861.308093 = -749534.000323
  nChanged 284
		SP:Iteration 3Q (138448.010000 sec): 3 clusters
  Score: Raw -752505.245525 + Penalty 2861.308093 = -749643.937431
  nChanged 227
		SP:Iteration 4Q (138448.280000 sec): 3 clusters
  Score: Raw -752579.062584 + Penalty 2861.308093 = -749717.754490
  nChanged 205
		SP:Iteration 5Q (138448.500000 sec): 3 clusters
  Score: Raw -752650.010223 + Penalty 2861.308093 = -749788.702130
  nChanged 190
		SP:Iteration 6Q (138448.670000 sec): 3 clusters
  Score: Raw -752718.537084 + Penalty 2861.308093 = -749857.228991
  nChanged 169
		SP:Iteration 7Q (138448.910000 sec): 3 clusters
  Score: Raw -752784.203680 + Penalty 2861.308093 = -749922.895587
  nChanged 185
		SP:Iteration 8Q (138449.130000 sec): 3 clusters
  Score: Raw -752860.139173 + Penalty 2861.308093 = -749998.831079
  nChanged 167
		SP:Iteration 9Q (138449.390000 sec): 3 clusters
  Score: Raw -752925.764487 + Penalty 2861.308093 = -750064.456394
  nChanged 146
		SP:Iteration 10Q (138449.630000 sec): 3 clusters
  Score: Raw -752982.005717 + Penalty 2861.308093 = -750120.697624
  nChanged 149
		SP:Iteration 11Q (138449.790000 sec): 3 clusters
  Score: Raw -753049.120810 + Penalty 2861.308093 = -750187.812716
  nChanged 176
		SP:Iteration 12Q (138450.030000 sec): 3 clusters
  Score: Raw -753148.470823 + Penalty 2861.308093 = -750287.162729
  nChanged 174
		SP:Iteration 13Q (138450.270000 sec): 3 clusters
  Score: Raw -753262.261786 + Penalty 2861.308093 = -750400.953693
  nChanged 217
		SP:Iteration 14Q (138450.470000 sec): 3 clusters
  Score: Raw -753413.357820 + Penalty 2861.308093 = -750552.049727
  nChanged 207
		SP:Iteration 15Q (138450.710000 sec): 3 clusters
  Score: Raw -753549.624255 + Penalty 2861.308093 = -750688.316162
  nChanged 193
		SP:Iteration 16Q (138450.900000 sec): 3 clusters
  Score: Raw -753668.173490 + Penalty 2861.308093 = -750806.865397
  nChanged 161
		SP:Iteration 17Q (138451.100000 sec): 3 clusters
  Score: Raw -753775.314472 + Penalty 2861.308093 = -750914.006379
  nChanged 141
		SP:Iteration 18Q (138451.320000 sec): 3 clusters
  Score: Raw -753852.844423 + Penalty 2861.308093 = -750991.536329
  nChanged 114
		SP:Iteration 19Q (138451.510000 sec): 3 clusters
  Score: Raw -753914.398477 + Penalty 2861.308093 = -751053.090384
  nChanged 104
		SP:Iteration 20F (138451.680000 sec): 3 clusters
  Score: Raw -753973.070062 + Penalty 2861.308093 = -751111.761969
  nChanged 94
		SP:Iteration 21Q (138451.910000 sec): 3 clusters
  Score: Raw -754025.520218 + Penalty 2861.308093 = -751164.212125
  nChanged 80
		SP:Iteration 22Q (138452.110000 sec): 3 clusters
  Score: Raw -754068.110813 + Penalty 2861.308093 = -751206.802720
  nChanged 63
		SP:Iteration 23Q (138452.290000 sec): 3 clusters
  Score: Raw -754103.061667 + Penalty 2861.308093 = -751241.753574
  nChanged 62
		SP:Iteration 24Q (138452.510000 sec): 3 clusters
  Score: Raw -754139.208459 + Penalty 2861.308093 = -751277.900366
  nChanged 62
		SP:Iteration 25Q (138452.730000 sec): 3 clusters
  Score: Raw -754176.512275 + Penalty 2861.308093 = -751315.204182
  nChanged 57
		SP:Iteration 26Q (138452.910000 sec): 3 clusters
  Score: Raw -754210.182360 + Penalty 2861.308093 = -751348.874267
  nChanged 52
		SP:Iteration 27Q (138453.100000 sec): 3 clusters
  Score: Raw -754242.242271 + Penalty 2861.308093 = -751380.934177
  nChanged 41
		SP:Iteration 28Q (138453.340000 sec): 3 clusters
  Score: Raw -754264.805223 + Penalty 2861.308093 = -751403.497129
  nChanged 34
		SP:Iteration 29Q (138453.530000 sec): 3 clusters
  Score: Raw -754285.187532 + Penalty 2861.308093 = -751423.879439
  nChanged 34
		SP:Iteration 30Q (138453.760000 sec): 3 clusters
  Score: Raw -754302.824556 + Penalty 2861.308093 = -751441.516463
  nChanged 32
		SP:Iteration 31Q (138453.960000 sec): 3 clusters
  Score: Raw -754322.677536 + Penalty 2861.308093 = -751461.369443
  nChanged 29
		SP:Iteration 32Q (138454.170000 sec): 3 clusters
  Score: Raw -754341.198894 + Penalty 2861.308093 = -751479.890801
  nChanged 25
		SP:Iteration 33Q (138454.360000 sec): 3 clusters
  Score: Raw -754358.729331 + Penalty 2861.308093 = -751497.421238
  nChanged 21
		SP:Iteration 34Q (138454.540000 sec): 3 clusters
  Score: Raw -754371.987525 + Penalty 2861.308093 = -751510.679432
  nChanged 22
		SP:Iteration 35Q (138454.760000 sec): 3 clusters
  Score: Raw -754386.900689 + Penalty 2861.308093 = -751525.592596
  nChanged 25
		SP:Iteration 36Q (138454.960000 sec): 3 clusters
  Score: Raw -754404.651131 + Penalty 2861.308093 = -751543.343038
  nChanged 21
		SP:Iteration 37Q (138455.180000 sec): 3 clusters
  Score: Raw -754420.415261 + Penalty 2861.308093 = -751559.107168
  nChanged 24
		SP:Iteration 38Q (138455.400000 sec): 3 clusters
  Score: Raw -754437.410483 + Penalty 2861.308093 = -751576.102390
  nChanged 23
		SP:Iteration 39Q (138455.600000 sec): 3 clusters
  Score: Raw -754455.541342 + Penalty 2861.308093 = -751594.233249
  nChanged 13
		SP:Iteration 40F (138455.780000 sec): 3 clusters
  Score: Raw -754465.234189 + Penalty 2861.308093 = -751603.926096
  nChanged 10
		SP:Iteration 41Q (138456.010000 sec): 3 clusters
  Score: Raw -754473.370445 + Penalty 2861.308093 = -751612.062352
  nChanged 11
		SP:Iteration 42Q (138456.180000 sec): 3 clusters
  Score: Raw -754482.049602 + Penalty 2861.308093 = -751620.741508
  nChanged 12
		SP:Iteration 43Q (138456.380000 sec): 3 clusters
  Score: Raw -754491.394563 + Penalty 2861.308093 = -751630.086470
  nChanged 13
		SP:Iteration 44Q (138456.540000 sec): 3 clusters
  Score: Raw -754500.968143 + Penalty 2861.308093 = -751639.660050
  nChanged 10
		SP:Iteration 45Q (138456.770000 sec): 3 clusters
  Score: Raw -754508.861753 + Penalty 2861.308093 = -751647.553660
  nChanged 7
		SP:Iteration 46Q (138456.980000 sec): 3 clusters
  Score: Raw -754515.318981 + Penalty 2861.308093 = -751654.010888
  nChanged 8
		SP:Iteration 47Q (138457.190000 sec): 3 clusters
  Score: Raw -754522.742430 + Penalty 2861.308093 = -751661.434336
  nChanged 6
		SP:Iteration 48Q (138457.390000 sec): 3 clusters
  Score: Raw -754526.664616 + Penalty 2861.308093 = -751665.356523
  nChanged 3
		SP:Iteration 49Q (138457.610000 sec): 3 clusters
  Score: Raw -754528.663344 + Penalty 2861.308093 = -751667.355250
  nChanged 2
		SP:Iteration 50Q (138457.850000 sec): 3 clusters
  Score: Raw -754529.942633 + Penalty 2861.308093 = -751668.634540
  nChanged 1
		SP:Iteration 51Q (138458.000000 sec): 3 clusters
  Score: Raw -754530.327276 + Penalty 2861.308093 = -751669.019183
  nChanged 0
		SP:Iteration 52F (138458.260000 sec): 3 clusters
  Score: Raw -754530.327276 + Penalty 2861.308093 = -751669.019183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (163907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138458.950000 sec): 2 clusters
  Score: Raw -17126082.281328 + Penalty 1951.146352 = -17124131.134976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138459.880000 sec): 3 clusters
  Score: Raw -17018030.992960 + Penalty 3902.292704 = -17014128.700256
  nChanged 79071
		SP:Iteration 1F (138460.690000 sec): 3 clusters
  Score: Raw -17064429.410464 + Penalty 3902.292704 = -17060527.117760
  nChanged 4992
		SP:Iteration 2Q (138461.660000 sec): 3 clusters
  Score: Raw -17065590.942559 + Penalty 3902.292704 = -17061688.649856
  nChanged 5623
		SP:Iteration 3Q (138462.560000 sec): 3 clusters
  Score: Raw -17067137.182999 + Penalty 3902.292704 = -17063234.890295
  nChanged 6274
		SP:Iteration 4Q (138463.480000 sec): 3 clusters
  Score: Raw -17069142.770152 + Penalty 3902.292704 = -17065240.477448
  nChanged 7091
		SP:Iteration 5Q (138464.440000 sec): 3 clusters
  Score: Raw -17071649.885723 + Penalty 3902.292704 = -17067747.593020
  nChanged 7658
		SP:Iteration 6Q (138465.420000 sec): 3 clusters
  Score: Raw -17074569.929825 + Penalty 3902.292704 = -17070667.637121
  nChanged 7886
		SP:Iteration 7Q (138466.430000 sec): 3 clusters
  Score: Raw -17077908.812502 + Penalty 3902.292704 = -17074006.519798
  nChanged 7907
		SP:Iteration 8Q (138467.380000 sec): 3 clusters
  Score: Raw -17081378.886026 + Penalty 3902.292704 = -17077476.593323
  nChanged 7721
		SP:Iteration 9Q (138468.340000 sec): 3 clusters
  Score: Raw -17084955.022842 + Penalty 3902.292704 = -17081052.730138
  nChanged 7367
		SP:Iteration 10Q (138469.220000 sec): 3 clusters
  Score: Raw -17088612.298354 + Penalty 3902.292704 = -17084710.005650
  nChanged 7146
		SP:Iteration 11Q (138470.150000 sec): 3 clusters
  Score: Raw -17092622.746374 + Penalty 3902.292704 = -17088720.453670
  nChanged 7129
		SP:Iteration 12Q (138471.000000 sec): 3 clusters
  Score: Raw -17096686.309407 + Penalty 3902.292704 = -17092784.016704
  nChanged 6446
		SP:Iteration 13Q (138471.910000 sec): 3 clusters
  Score: Raw -17099904.024101 + Penalty 3902.292704 = -17096001.731397
  nChanged 5190
		SP:Iteration 14Q (138472.790000 sec): 3 clusters
  Score: Raw -17101815.433911 + Penalty 3902.292704 = -17097913.141207
  nChanged 3665
		SP:Iteration 15Q (138473.740000 sec): 3 clusters
  Score: Raw -17102778.640327 + Penalty 3902.292704 = -17098876.347624
  nChanged 2415
		SP:Iteration 16Q (138474.640000 sec): 3 clusters
  Score: Raw -17103287.853677 + Penalty 3902.292704 = -17099385.560973
  nChanged 1832
		SP:Iteration 17Q (138475.590000 sec): 3 clusters
  Score: Raw -17103666.710776 + Penalty 3902.292704 = -17099764.418073
  nChanged 1757
		SP:Iteration 18Q (138476.470000 sec): 3 clusters
  Score: Raw -17104038.608295 + Penalty 3902.292704 = -17100136.315591
  nChanged 1781
		SP:Iteration 19Q (138477.400000 sec): 3 clusters
  Score: Raw -17104417.079099 + Penalty 3902.292704 = -17100514.786396
  nChanged 1890
		SP:Iteration 20F (138478.370000 sec): 3 clusters
  Score: Raw -17104833.850277 + Penalty 3902.292704 = -17100931.557573
  nChanged 1978
		SP:Iteration 21Q (138479.420000 sec): 3 clusters
  Score: Raw -17105279.264300 + Penalty 3902.292704 = -17101376.971596
  nChanged 2044
		SP:Iteration 22Q (138480.400000 sec): 3 clusters
  Score: Raw -17105749.256975 + Penalty 3902.292704 = -17101846.964271
  nChanged 2087
		SP:Iteration 23Q (138481.270000 sec): 3 clusters
  Score: Raw -17106237.761546 + Penalty 3902.292704 = -17102335.468842
  nChanged 2216
		SP:Iteration 24Q (138482.210000 sec): 3 clusters
  Score: Raw -17106782.815356 + Penalty 3902.292704 = -17102880.522652
  nChanged 2309
		SP:Iteration 25Q (138483.190000 sec): 3 clusters
  Score: Raw -17107381.475080 + Penalty 3902.292704 = -17103479.182377
  nChanged 2407
		SP:Iteration 26Q (138484.060000 sec): 3 clusters
  Score: Raw -17108023.767578 + Penalty 3902.292704 = -17104121.474874
  nChanged 2464
		SP:Iteration 27Q (138484.950000 sec): 3 clusters
  Score: Raw -17108728.385885 + Penalty 3902.292704 = -17104826.093182
  nChanged 2625
		SP:Iteration 28Q (138485.800000 sec): 3 clusters
  Score: Raw -17109548.479799 + Penalty 3902.292704 = -17105646.187095
  nChanged 2726
		SP:Iteration 29Q (138486.700000 sec): 3 clusters
  Score: Raw -17110463.373217 + Penalty 3902.292704 = -17106561.080513
  nChanged 2791
		SP:Iteration 30Q (138487.580000 sec): 3 clusters
  Score: Raw -17111485.054205 + Penalty 3902.292704 = -17107582.761501
  nChanged 2879
		SP:Iteration 31Q (138488.520000 sec): 3 clusters
  Score: Raw -17112625.190996 + Penalty 3902.292704 = -17108722.898292
  nChanged 2945
		SP:Iteration 32Q (138489.320000 sec): 3 clusters
  Score: Raw -17113840.506995 + Penalty 3902.292704 = -17109938.214291
  nChanged 2879
		SP:Iteration 33Q (138490.170000 sec): 3 clusters
  Score: Raw -17115097.483369 + Penalty 3902.292704 = -17111195.190665
  nChanged 2843
		SP:Iteration 34Q (138491.080000 sec): 3 clusters
  Score: Raw -17116424.487732 + Penalty 3902.292704 = -17112522.195028
  nChanged 2749
		SP:Iteration 35Q (138491.930000 sec): 3 clusters
  Score: Raw -17117766.589056 + Penalty 3902.292704 = -17113864.296352
  nChanged 2627
		SP:Iteration 36Q (138492.820000 sec): 3 clusters
  Score: Raw -17119118.957729 + Penalty 3902.292704 = -17115216.665025
  nChanged 2432
		SP:Iteration 37Q (138493.730000 sec): 3 clusters
  Score: Raw -17120430.065629 + Penalty 3902.292704 = -17116527.772925
  nChanged 2161
		SP:Iteration 38Q (138494.540000 sec): 3 clusters
  Score: Raw -17121622.003352 + Penalty 3902.292704 = -17117719.710648
  nChanged 1894
		SP:Iteration 39Q (138495.340000 sec): 3 clusters
  Score: Raw -17122692.142273 + Penalty 3902.292704 = -17118789.849569
  nChanged 1570
		SP:Iteration 40F (138496.260000 sec): 3 clusters
  Score: Raw -17123646.737473 + Penalty 3902.292704 = -17119744.444769
  nChanged 1274
		SP:Iteration 41Q (138496.990000 sec): 3 clusters
  Score: Raw -17124447.913291 + Penalty 3902.292704 = -17120545.620588
  nChanged 1014
		SP:Iteration 42Q (138497.680000 sec): 3 clusters
  Score: Raw -17125100.544185 + Penalty 3902.292704 = -17121198.251481
  nChanged 776
		SP:Iteration 43Q (138498.440000 sec): 3 clusters
  Score: Raw -17125632.268198 + Penalty 3902.292704 = -17121729.975494
  nChanged 583
		SP:Iteration 44Q (138499.270000 sec): 3 clusters
  Score: Raw -17126013.401966 + Penalty 3902.292704 = -17122111.109263
  nChanged 432
		SP:Iteration 45Q (138500.030000 sec): 3 clusters
  Score: Raw -17126273.833486 + Penalty 3902.292704 = -17122371.540782
  nChanged 323
		SP:Iteration 46Q (138500.780000 sec): 3 clusters
  Score: Raw -17126449.936928 + Penalty 3902.292704 = -17122547.644224
  nChanged 257
		SP:Iteration 47Q (138501.590000 sec): 3 clusters
  Score: Raw -17126581.119154 + Penalty 3902.292704 = -17122678.826451
  nChanged 210
		SP:Iteration 48Q (138502.380000 sec): 3 clusters
  Score: Raw -17126680.468136 + Penalty 3902.292704 = -17122778.175432
  nChanged 156
		SP:Iteration 49Q (138503.130000 sec): 3 clusters
  Score: Raw -17126752.732963 + Penalty 3902.292704 = -17122850.440260
  nChanged 141
		SP:Iteration 50Q (138503.800000 sec): 3 clusters
  Score: Raw -17126810.815381 + Penalty 3902.292704 = -17122908.522677
  nChanged 112
		SP:Iteration 51Q (138504.440000 sec): 3 clusters
  Score: Raw -17126861.401654 + Penalty 3902.292704 = -17122959.108951
  nChanged 99
		SP:Iteration 52Q (138505.080000 sec): 3 clusters
  Score: Raw -17126899.296935 + Penalty 3902.292704 = -17122997.004232
  nChanged 79
		SP:Iteration 53Q (138505.880000 sec): 3 clusters
  Score: Raw -17126923.325427 + Penalty 3902.292704 = -17123021.032724
  nChanged 59
		SP:Iteration 54Q (138506.720000 sec): 3 clusters
  Score: Raw -17126941.592262 + Penalty 3902.292704 = -17123039.299559
  nChanged 51
		SP:Iteration 55Q (138507.490000 sec): 3 clusters
  Score: Raw -17126955.764631 + Penalty 3902.292704 = -17123053.471928
  nChanged 35
		SP:Iteration 56Q (138508.240000 sec): 3 clusters
  Score: Raw -17126964.554193 + Penalty 3902.292704 = -17123062.261489
  nChanged 30
		SP:Iteration 57Q (138509.070000 sec): 3 clusters
  Score: Raw -17126973.239086 + Penalty 3902.292704 = -17123070.946382
  nChanged 18
		SP:Iteration 58Q (138509.870000 sec): 3 clusters
  Score: Raw -17126977.732949 + Penalty 3902.292704 = -17123075.440245
  nChanged 21
		SP:Iteration 59Q (138510.790000 sec): 3 clusters
  Score: Raw -17126984.482730 + Penalty 3902.292704 = -17123082.190027
  nChanged 26
		SP:Iteration 60F (138511.770000 sec): 3 clusters
  Score: Raw -17126993.038976 + Penalty 3902.292704 = -17123090.746272
  nChanged 25
		SP:Iteration 61Q (138512.580000 sec): 3 clusters
  Score: Raw -17127000.185420 + Penalty 3902.292704 = -17123097.892716
  nChanged 24
		SP:Iteration 62Q (138513.490000 sec): 3 clusters
  Score: Raw -17127005.238336 + Penalty 3902.292704 = -17123102.945632
  nChanged 19
		SP:Iteration 63Q (138514.320000 sec): 3 clusters
  Score: Raw -17127008.662148 + Penalty 3902.292704 = -17123106.369444
  nChanged 14
		SP:Iteration 64Q (138515.150000 sec): 3 clusters
  Score: Raw -17127011.674473 + Penalty 3902.292704 = -17123109.381769
  nChanged 13
		SP:Iteration 65Q (138516.000000 sec): 3 clusters
  Score: Raw -17127015.119800 + Penalty 3902.292704 = -17123112.827096
  nChanged 17
		SP:Iteration 66Q (138516.750000 sec): 3 clusters
  Score: Raw -17127018.252391 + Penalty 3902.292704 = -17123115.959688
  nChanged 11
		SP:Iteration 67Q (138517.470000 sec): 3 clusters
  Score: Raw -17127020.968776 + Penalty 3902.292704 = -17123118.676072
  nChanged 12
		SP:Iteration 68Q (138518.260000 sec): 3 clusters
  Score: Raw -17127023.776999 + Penalty 3902.292704 = -17123121.484295
  nChanged 9
		SP:Iteration 69Q (138519.010000 sec): 3 clusters
  Score: Raw -17127025.687480 + Penalty 3902.292704 = -17123123.394776
  nChanged 10
		SP:Iteration 70Q (138519.710000 sec): 3 clusters
  Score: Raw -17127028.848845 + Penalty 3902.292704 = -17123126.556141
  nChanged 12
		SP:Iteration 71Q (138520.500000 sec): 3 clusters
  Score: Raw -17127031.972854 + Penalty 3902.292704 = -17123129.680151
  nChanged 8
		SP:Iteration 72Q (138521.400000 sec): 3 clusters
  Score: Raw -17127033.401469 + Penalty 3902.292704 = -17123131.108766
  nChanged 7
		SP:Iteration 73Q (138522.160000 sec): 3 clusters
  Score: Raw -17127035.604474 + Penalty 3902.292704 = -17123133.311771
  nChanged 10
		SP:Iteration 74Q (138522.920000 sec): 3 clusters
  Score: Raw -17127038.525986 + Penalty 3902.292704 = -17123136.233282
  nChanged 11
		SP:Iteration 75Q (138523.710000 sec): 3 clusters
  Score: Raw -17127040.991483 + Penalty 3902.292704 = -17123138.698779
  nChanged 8
		SP:Iteration 76Q (138524.470000 sec): 3 clusters
  Score: Raw -17127042.400420 + Penalty 3902.292704 = -17123140.107717
  nChanged 5
		SP:Iteration 77Q (138525.200000 sec): 3 clusters
  Score: Raw -17127043.199240 + Penalty 3902.292704 = -17123140.906536
  nChanged 6
		SP:Iteration 78Q (138525.950000 sec): 3 clusters
  Score: Raw -17127044.100902 + Penalty 3902.292704 = -17123141.808198
  nChanged 4
		SP:Iteration 79Q (138526.590000 sec): 3 clusters
  Score: Raw -17127044.807899 + Penalty 3902.292704 = -17123142.515195
  nChanged 3
		SP:Iteration 80F (138527.430000 sec): 3 clusters
  Score: Raw -17127045.273234 + Penalty 3902.292704 = -17123142.980530
  nChanged 1
		SP:Iteration 81Q (138528.230000 sec): 3 clusters
  Score: Raw -17127045.396861 + Penalty 3902.292704 = -17123143.104158
  nChanged 2
		SP:Iteration 82Q (138529.050000 sec): 3 clusters
  Score: Raw -17127045.854755 + Penalty 3902.292704 = -17123143.562051
  nChanged 1
		SP:Iteration 83Q (138529.790000 sec): 3 clusters
  Score: Raw -17127046.009699 + Penalty 3902.292704 = -17123143.716995
  nChanged 1
		SP:Iteration 84Q (138530.520000 sec): 3 clusters
  Score: Raw -17127046.190848 + Penalty 3902.292704 = -17123143.898145
  nChanged 1
		SP:Iteration 85Q (138531.250000 sec): 3 clusters
  Score: Raw -17127046.400759 + Penalty 3902.292704 = -17123144.108055
  nChanged 2
		SP:Iteration 86Q (138532.050000 sec): 3 clusters
  Score: Raw -17127046.660984 + Penalty 3902.292704 = -17123144.368281
  nChanged 0
		SP:Iteration 87F (138532.890000 sec): 3 clusters
  Score: Raw -17127046.660984 + Penalty 3902.292704 = -17123144.368281
  nChanged 0
Iteration 579Q (138623.170000 sec): 75 clusters
  Score: Raw -138118447.047071 + Penalty 169872.908604 = -137948574.138466
  nChanged 404
Iteration 580F (138797.820000 sec): 75 clusters
  Score: Raw -138118459.362262 + Penalty 169872.908604 = -137948586.453658
  nChanged 399
Iteration 581Q (138889.150000 sec): 75 clusters
  Score: Raw -138118471.303356 + Penalty 169872.908604 = -137948598.394752
  nChanged 396
Iteration 582Q (138990.200000 sec): 75 clusters
  Score: Raw -138118483.278713 + Penalty 169872.908604 = -137948610.370108
  nChanged 353
Iteration 583Q (139097.570000 sec): 75 clusters
  Score: Raw -138118493.466749 + Penalty 169872.908604 = -137948620.558145
  nChanged 355
Iteration 584Q (139185.460000 sec): 75 clusters
  Score: Raw -138118504.284644 + Penalty 169872.908604 = -137948631.376039
  nChanged 358
Iteration 585Q (139275.810000 sec): 75 clusters
  Score: Raw -138118514.818435 + Penalty 169872.908604 = -137948641.909831
  nChanged 350
Iteration 586Q (139371.290000 sec): 75 clusters
  Score: Raw -138118525.449453 + Penalty 169872.908604 = -137948652.540848
  nChanged 333
Iteration 587Q (139466.360000 sec): 75 clusters
  Score: Raw -138118535.750604 + Penalty 169872.908604 = -137948662.841999
  nChanged 325
Iteration 588Q (139563.590000 sec): 75 clusters
  Score: Raw -138118546.695057 + Penalty 169872.908604 = -137948673.786453
  nChanged 324
Iteration 589Q (139648.350000 sec): 75 clusters
  Score: Raw -138118558.427089 + Penalty 169872.908604 = -137948685.518484
  nChanged 334
Iteration 590Q (139727.070000 sec): 75 clusters
  Score: Raw -138118569.493476 + Penalty 169872.908604 = -137948696.584872
  nChanged 330
Iteration 591Q (139807.810000 sec): 75 clusters
  Score: Raw -138118580.648511 + Penalty 169872.908604 = -137948707.739906
  nChanged 313
Iteration 592Q (139881.300000 sec): 75 clusters
  Score: Raw -138118589.202121 + Penalty 169872.908604 = -137948716.293517
  nChanged 263
Iteration 593Q (139968.730000 sec): 75 clusters
  Score: Raw -138118597.072655 + Penalty 169872.908604 = -137948724.164050
  nChanged 248
Iteration 594Q (140067.830000 sec): 75 clusters
  Score: Raw -138118605.883322 + Penalty 169872.908604 = -137948732.974718
  nChanged 256
Iteration 595Q (140151.460000 sec): 75 clusters
  Score: Raw -138118613.019202 + Penalty 169872.908604 = -137948740.110597
  nChanged 242
Iteration 596Q (140231.240000 sec): 75 clusters
  Score: Raw -138118620.520107 + Penalty 169872.908604 = -137948747.611503
  nChanged 232
Iteration 597Q (140312.620000 sec): 75 clusters
  Score: Raw -138118627.676232 + Penalty 169872.908604 = -137948754.767628
  nChanged 229
Iteration 598Q (140401.280000 sec): 75 clusters
  Score: Raw -138118634.467737 + Penalty 169872.908604 = -137948761.559133
  nChanged 200
Iteration 599Q (140493.550000 sec): 75 clusters
  Score: Raw -138118639.611361 + Penalty 169872.908604 = -137948766.702756
  nChanged 167
Iteration 600F (140664.850000 sec): 75 clusters
  Score: Raw -138118643.889193 + Penalty 169872.908604 = -137948770.980588
  nChanged 157
Iteration 601Q (140761.580000 sec): 75 clusters
  Score: Raw -138118648.361210 + Penalty 169872.908604 = -137948775.452606
  nChanged 153
Iteration 602Q (140852.290000 sec): 75 clusters
  Score: Raw -138118652.672608 + Penalty 169872.908604 = -137948779.764003
  nChanged 128
Iteration 603Q (140940.010000 sec): 75 clusters
  Score: Raw -138118655.970016 + Penalty 169872.908604 = -137948783.061412
  nChanged 136
Iteration 604Q (141029.170000 sec): 75 clusters
  Score: Raw -138118659.654459 + Penalty 169872.908604 = -137948786.745854
  nChanged 140
Iteration 605Q (141123.910000 sec): 75 clusters
  Score: Raw -138118663.019613 + Penalty 169872.908604 = -137948790.111009
  nChanged 123
Iteration 606Q (141208.290000 sec): 75 clusters
  Score: Raw -138118665.662326 + Penalty 169872.908604 = -137948792.753721
  nChanged 130
Iteration 607Q (141291.900000 sec): 75 clusters
  Score: Raw -138118668.812847 + Penalty 169872.908604 = -137948795.904242
  nChanged 145
Iteration 608Q (141377.580000 sec): 75 clusters
  Score: Raw -138118672.719528 + Penalty 169872.908604 = -137948799.810924
  nChanged 162
Iteration 609Q (141476.410000 sec): 75 clusters
  Score: Raw -138118676.935703 + Penalty 169872.908604 = -137948804.027099
  nChanged 148
Iteration 610Q (141561.010000 sec): 75 clusters
  Score: Raw -138118680.786755 + Penalty 169872.908604 = -137948807.878150
  nChanged 146
Iteration 611Q (141638.830000 sec): 75 clusters
  Score: Raw -138118685.142712 + Penalty 169872.908604 = -137948812.234108
  nChanged 165
Iteration 612Q (141719.940000 sec): 75 clusters
  Score: Raw -138118689.081843 + Penalty 169872.908604 = -137948816.173239
  nChanged 161
Iteration 613Q (141801.200000 sec): 75 clusters
  Score: Raw -138118693.521296 + Penalty 169872.908604 = -137948820.612692
  nChanged 171
Iteration 614Q (141875.190000 sec): 75 clusters
  Score: Raw -138118698.053911 + Penalty 169872.908604 = -137948825.145307
  nChanged 184
Iteration 615Q (141947.600000 sec): 75 clusters
  Score: Raw -138118703.140517 + Penalty 169872.908604 = -137948830.231913
  nChanged 170
Iteration 616Q (142027.180000 sec): 75 clusters
  Score: Raw -138118708.416726 + Penalty 169872.908604 = -137948835.508122
  nChanged 174
Iteration 617Q (142117.870000 sec): 75 clusters
  Score: Raw -138118712.995276 + Penalty 169872.908604 = -137948840.086672
  nChanged 164
Iteration 618Q (142210.460000 sec): 75 clusters
  Score: Raw -138118717.358561 + Penalty 169872.908604 = -137948844.449957
  nChanged 174
Writing temp clu file 
Because OldScore, -137948840.086672, is greater than current (better) Score,-137948844.449957 
 Compute initial score before splitting:   Score: Raw -138118717.358561 + Penalty 169872.908604 = -137948844.449957
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142210.970000 sec): 2 clusters
  Score: Raw -112483.174251 + Penalty 1146.628484 = -111336.545768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142211.130000 sec): 3 clusters
  Score: Raw -112061.404608 + Penalty 2293.256967 = -109768.147641
  nChanged 367
		SP:Iteration 1F (142211.320000 sec): 3 clusters
  Score: Raw -112416.309573 + Penalty 2293.256967 = -110123.052605
  nChanged 106
		SP:Iteration 2F (142211.510000 sec): 3 clusters
  Score: Raw -112548.432419 + Penalty 2293.256967 = -110255.175452
  nChanged 59
		SP:Iteration 3F (142211.680000 sec): 3 clusters
  Score: Raw -112625.616257 + Penalty 2293.256967 = -110332.359289
  nChanged 48
		SP:Iteration 4Q (142211.870000 sec): 3 clusters
  Score: Raw -112687.488417 + Penalty 2293.256967 = -110394.231450
  nChanged 40
		SP:Iteration 5Q (142212.060000 sec): 3 clusters
  Score: Raw -112742.902476 + Penalty 2293.256967 = -110449.645509
  nChanged 40
		SP:Iteration 6Q (142212.250000 sec): 3 clusters
  Score: Raw -112800.323536 + Penalty 2293.256967 = -110507.066568
  nChanged 32
		SP:Iteration 7Q (142212.450000 sec): 3 clusters
  Score: Raw -112840.718861 + Penalty 2293.256967 = -110547.461894
  nChanged 21
		SP:Iteration 8Q (142212.670000 sec): 3 clusters
  Score: Raw -112870.320555 + Penalty 2293.256967 = -110577.063588
  nChanged 20
		SP:Iteration 9Q (142212.840000 sec): 3 clusters
  Score: Raw -112899.354227 + Penalty 2293.256967 = -110606.097260
  nChanged 26
		SP:Iteration 10Q (142212.950000 sec): 3 clusters
  Score: Raw -112945.285988 + Penalty 2293.256967 = -110652.029020
  nChanged 24
		SP:Iteration 11Q (142213.160000 sec): 3 clusters
  Score: Raw -112990.084631 + Penalty 2293.256967 = -110696.827664
  nChanged 29
		SP:Iteration 12Q (142213.330000 sec): 3 clusters
  Score: Raw -113039.181163 + Penalty 2293.256967 = -110745.924196
  nChanged 27
		SP:Iteration 13Q (142213.500000 sec): 3 clusters
  Score: Raw -113077.423971 + Penalty 2293.256967 = -110784.167003
  nChanged 20
		SP:Iteration 14Q (142213.700000 sec): 3 clusters
  Score: Raw -113105.676095 + Penalty 2293.256967 = -110812.419128
  nChanged 22
		SP:Iteration 15Q (142213.850000 sec): 3 clusters
  Score: Raw -113135.160935 + Penalty 2293.256967 = -110841.903967
  nChanged 21
		SP:Iteration 16Q (142214.060000 sec): 3 clusters
  Score: Raw -113181.999232 + Penalty 2293.256967 = -110888.742264
  nChanged 15
		SP:Iteration 17Q (142214.240000 sec): 3 clusters
  Score: Raw -113226.762590 + Penalty 2293.256967 = -110933.505623
  nChanged 20
		SP:Iteration 18Q (142214.400000 sec): 3 clusters
  Score: Raw -113260.410658 + Penalty 2293.256967 = -110967.153691
  nChanged 15
		SP:Iteration 19Q (142214.540000 sec): 3 clusters
  Score: Raw -113290.194747 + Penalty 2293.256967 = -110996.937779
  nChanged 13
		SP:Iteration 20F (142214.650000 sec): 3 clusters
  Score: Raw -113330.474428 + Penalty 2293.256967 = -111037.217460
  nChanged 17
		SP:Iteration 21Q (142214.860000 sec): 3 clusters
  Score: Raw -113371.038733 + Penalty 2293.256967 = -111077.781766
  nChanged 12
		SP:Iteration 22Q (142215.090000 sec): 3 clusters
  Score: Raw -113387.020523 + Penalty 2293.256967 = -111093.763555
  nChanged 3
		SP:Iteration 23Q (142215.240000 sec): 3 clusters
  Score: Raw -113390.778291 + Penalty 2293.256967 = -111097.521324
  nChanged 2
		SP:Iteration 24Q (142215.390000 sec): 3 clusters
  Score: Raw -113396.039508 + Penalty 2293.256967 = -111102.782541
  nChanged 4
		SP:Iteration 25Q (142215.540000 sec): 3 clusters
  Score: Raw -113400.328648 + Penalty 2293.256967 = -111107.071681
  nChanged 1
		SP:Iteration 26Q (142215.700000 sec): 3 clusters
  Score: Raw -113401.543927 + Penalty 2293.256967 = -111108.286960
  nChanged 1
		SP:Iteration 27Q (142215.920000 sec): 3 clusters
  Score: Raw -113403.324954 + Penalty 2293.256967 = -111110.067986
  nChanged 0
		SP:Iteration 28F (142216.080000 sec): 3 clusters
  Score: Raw -113403.324954 + Penalty 2293.256967 = -111110.067986
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142216.180000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142216.340000 sec): 3 clusters
  Score: Raw -196005.437696 + Penalty 2470.293299 = -193535.144397
  nChanged 725
		SP:Iteration 1F (142216.600000 sec): 3 clusters
  Score: Raw -196451.997321 + Penalty 2470.293299 = -193981.704021
  nChanged 149
		SP:Iteration 2F (142216.760000 sec): 3 clusters
  Score: Raw -196551.274555 + Penalty 2470.293299 = -194080.981256
  nChanged 91
		SP:Iteration 3Q (142216.900000 sec): 3 clusters
  Score: Raw -196595.149759 + Penalty 2470.293299 = -194124.856460
  nChanged 47
		SP:Iteration 4Q (142217.110000 sec): 3 clusters
  Score: Raw -196619.583339 + Penalty 2470.293299 = -194149.290040
  nChanged 38
		SP:Iteration 5Q (142217.300000 sec): 3 clusters
  Score: Raw -196641.267663 + Penalty 2470.293299 = -194170.974364
  nChanged 30
		SP:Iteration 6Q (142217.460000 sec): 3 clusters
  Score: Raw -196654.423618 + Penalty 2470.293299 = -194184.130318
  nChanged 20
		SP:Iteration 7Q (142217.670000 sec): 3 clusters
  Score: Raw -196665.359884 + Penalty 2470.293299 = -194195.066585
  nChanged 21
		SP:Iteration 8Q (142217.820000 sec): 3 clusters
  Score: Raw -196675.063347 + Penalty 2470.293299 = -194204.770048
  nChanged 21
		SP:Iteration 9Q (142218.010000 sec): 3 clusters
  Score: Raw -196685.019579 + Penalty 2470.293299 = -194214.726280
  nChanged 26
		SP:Iteration 10Q (142218.230000 sec): 3 clusters
  Score: Raw -196701.394438 + Penalty 2470.293299 = -194231.101139
  nChanged 24
		SP:Iteration 11Q (142218.430000 sec): 3 clusters
  Score: Raw -196714.992266 + Penalty 2470.293299 = -194244.698967
  nChanged 24
		SP:Iteration 12Q (142218.590000 sec): 3 clusters
  Score: Raw -196726.889072 + Penalty 2470.293299 = -194256.595773
  nChanged 25
		SP:Iteration 13Q (142218.740000 sec): 3 clusters
  Score: Raw -196748.647765 + Penalty 2470.293299 = -194278.354465
  nChanged 35
		SP:Iteration 14Q (142219.000000 sec): 3 clusters
  Score: Raw -196782.103942 + Penalty 2470.293299 = -194311.810642
  nChanged 46
		SP:Iteration 15Q (142219.190000 sec): 3 clusters
  Score: Raw -196846.476799 + Penalty 2470.293299 = -194376.183500
  nChanged 81
		SP:Iteration 16Q (142219.370000 sec): 3 clusters
  Score: Raw -196941.740442 + Penalty 2470.293299 = -194471.447142
  nChanged 79
		SP:Iteration 17Q (142219.550000 sec): 3 clusters
  Score: Raw -197019.787375 + Penalty 2470.293299 = -194549.494076
  nChanged 84
		SP:Iteration 18Q (142219.730000 sec): 3 clusters
  Score: Raw -197091.761579 + Penalty 2470.293299 = -194621.468280
  nChanged 77
		SP:Iteration 19Q (142219.940000 sec): 3 clusters
  Score: Raw -197159.713691 + Penalty 2470.293299 = -194689.420392
  nChanged 64
		SP:Iteration 20F (142220.120000 sec): 3 clusters
  Score: Raw -197209.998646 + Penalty 2470.293299 = -194739.705347
  nChanged 39
		SP:Iteration 21Q (142220.280000 sec): 3 clusters
  Score: Raw -197239.359202 + Penalty 2470.293299 = -194769.065903
  nChanged 40
		SP:Iteration 22Q (142220.450000 sec): 3 clusters
  Score: Raw -197277.419607 + Penalty 2470.293299 = -194807.126308
  nChanged 37
		SP:Iteration 23Q (142220.630000 sec): 3 clusters
  Score: Raw -197309.810249 + Penalty 2470.293299 = -194839.516950
  nChanged 28
		SP:Iteration 24Q (142220.820000 sec): 3 clusters
  Score: Raw -197337.685114 + Penalty 2470.293299 = -194867.391815
  nChanged 30
		SP:Iteration 25Q (142220.960000 sec): 3 clusters
  Score: Raw -197360.554937 + Penalty 2470.293299 = -194890.261637
  nChanged 19
		SP:Iteration 26Q (142221.150000 sec): 3 clusters
  Score: Raw -197374.383111 + Penalty 2470.293299 = -194904.089811
  nChanged 12
		SP:Iteration 27Q (142221.310000 sec): 3 clusters
  Score: Raw -197381.323686 + Penalty 2470.293299 = -194911.030386
  nChanged 7
		SP:Iteration 28Q (142221.510000 sec): 3 clusters
  Score: Raw -197385.640882 + Penalty 2470.293299 = -194915.347582
  nChanged 8
		SP:Iteration 29Q (142221.670000 sec): 3 clusters
  Score: Raw -197392.517976 + Penalty 2470.293299 = -194922.224676
  nChanged 8
		SP:Iteration 30Q (142221.830000 sec): 3 clusters
  Score: Raw -197399.076891 + Penalty 2470.293299 = -194928.783592
  nChanged 10
		SP:Iteration 31Q (142222.040000 sec): 3 clusters
  Score: Raw -197407.371775 + Penalty 2470.293299 = -194937.078475
  nChanged 8
		SP:Iteration 32Q (142222.200000 sec): 3 clusters
  Score: Raw -197413.201685 + Penalty 2470.293299 = -194942.908385
  nChanged 6
		SP:Iteration 33Q (142222.360000 sec): 3 clusters
  Score: Raw -197416.963479 + Penalty 2470.293299 = -194946.670180
  nChanged 5
		SP:Iteration 34Q (142222.500000 sec): 3 clusters
  Score: Raw -197420.935471 + Penalty 2470.293299 = -194950.642172
  nChanged 5
		SP:Iteration 35Q (142222.640000 sec): 3 clusters
  Score: Raw -197423.583454 + Penalty 2470.293299 = -194953.290154
  nChanged 2
		SP:Iteration 36Q (142222.820000 sec): 3 clusters
  Score: Raw -197424.743320 + Penalty 2470.293299 = -194954.450021
  nChanged 2
		SP:Iteration 37Q (142223.020000 sec): 3 clusters
  Score: Raw -197425.529435 + Penalty 2470.293299 = -194955.236135
  nChanged 3
		SP:Iteration 38Q (142223.220000 sec): 3 clusters
  Score: Raw -197427.469670 + Penalty 2470.293299 = -194957.176370
  nChanged 3
		SP:Iteration 39Q (142223.360000 sec): 3 clusters
  Score: Raw -197430.124162 + Penalty 2470.293299 = -194959.830862
  nChanged 2
		SP:Iteration 40F (142223.470000 sec): 3 clusters
  Score: Raw -197431.657101 + Penalty 2470.293299 = -194961.363802
  nChanged 2
		SP:Iteration 41Q (142223.600000 sec): 3 clusters
  Score: Raw -197432.366296 + Penalty 2470.293299 = -194962.072997
  nChanged 2
		SP:Iteration 42Q (142223.760000 sec): 3 clusters
  Score: Raw -197433.309039 + Penalty 2470.293299 = -194963.015739
  nChanged 1
		SP:Iteration 43Q (142223.970000 sec): 3 clusters
  Score: Raw -197433.673498 + Penalty 2470.293299 = -194963.380199
  nChanged 0
		SP:Iteration 44F (142224.120000 sec): 3 clusters
  Score: Raw -197433.673498 + Penalty 2470.293299 = -194963.380199
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142224.230000 sec): 2 clusters
  Score: Raw -385065.959176 + Penalty 1349.721459 = -383716.237716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142224.470000 sec): 3 clusters
  Score: Raw -383066.876312 + Penalty 2699.442919 = -380367.433394
  nChanged 1594
		SP:Iteration 1F (142224.620000 sec): 3 clusters
  Score: Raw -384066.602987 + Penalty 2699.442919 = -381367.160068
  nChanged 379
		SP:Iteration 2F (142224.820000 sec): 3 clusters
  Score: Raw -384396.019207 + Penalty 2699.442919 = -381696.576288
  nChanged 328
		SP:Iteration 3F (142224.980000 sec): 3 clusters
  Score: Raw -384707.011393 + Penalty 2699.442919 = -382007.568475
  nChanged 292
		SP:Iteration 4F (142225.170000 sec): 3 clusters
  Score: Raw -384985.962132 + Penalty 2699.442919 = -382286.519214
  nChanged 247
		SP:Iteration 5F (142225.360000 sec): 3 clusters
  Score: Raw -385198.428571 + Penalty 2699.442919 = -382498.985652
  nChanged 191
		SP:Iteration 6Q (142225.540000 sec): 3 clusters
  Score: Raw -385354.391011 + Penalty 2699.442919 = -382654.948092
  nChanged 140
		SP:Iteration 7Q (142225.710000 sec): 3 clusters
  Score: Raw -385453.585010 + Penalty 2699.442919 = -382754.142092
  nChanged 87
		SP:Iteration 8Q (142225.900000 sec): 3 clusters
  Score: Raw -385515.282713 + Penalty 2699.442919 = -382815.839794
  nChanged 67
		SP:Iteration 9Q (142226.060000 sec): 3 clusters
  Score: Raw -385563.705113 + Penalty 2699.442919 = -382864.262194
  nChanged 53
		SP:Iteration 10Q (142226.240000 sec): 3 clusters
  Score: Raw -385600.455571 + Penalty 2699.442919 = -382901.012652
  nChanged 32
		SP:Iteration 11Q (142226.380000 sec): 3 clusters
  Score: Raw -385622.550739 + Penalty 2699.442919 = -382923.107821
  nChanged 26
		SP:Iteration 12Q (142226.560000 sec): 3 clusters
  Score: Raw -385633.447753 + Penalty 2699.442919 = -382934.004834
  nChanged 16
		SP:Iteration 13Q (142226.760000 sec): 3 clusters
  Score: Raw -385638.483200 + Penalty 2699.442919 = -382939.040282
  nChanged 10
		SP:Iteration 14Q (142226.920000 sec): 3 clusters
  Score: Raw -385642.801956 + Penalty 2699.442919 = -382943.359037
  nChanged 9
		SP:Iteration 15Q (142227.060000 sec): 3 clusters
  Score: Raw -385647.153854 + Penalty 2699.442919 = -382947.710935
  nChanged 10
		SP:Iteration 16Q (142227.240000 sec): 3 clusters
  Score: Raw -385650.183437 + Penalty 2699.442919 = -382950.740519
  nChanged 7
		SP:Iteration 17Q (142227.360000 sec): 3 clusters
  Score: Raw -385652.243141 + Penalty 2699.442919 = -382952.800223
  nChanged 3
		SP:Iteration 18Q (142227.480000 sec): 3 clusters
  Score: Raw -385652.984900 + Penalty 2699.442919 = -382953.541981
  nChanged 1
		SP:Iteration 19Q (142227.620000 sec): 3 clusters
  Score: Raw -385653.646380 + Penalty 2699.442919 = -382954.203461
  nChanged 2
		SP:Iteration 20F (142227.840000 sec): 3 clusters
  Score: Raw -385654.134595 + Penalty 2699.442919 = -382954.691677
  nChanged 2
		SP:Iteration 21Q (142228.000000 sec): 3 clusters
  Score: Raw -385654.890333 + Penalty 2699.442919 = -382955.447415
  nChanged 2
		SP:Iteration 22Q (142228.160000 sec): 3 clusters
  Score: Raw -385655.171283 + Penalty 2699.442919 = -382955.728364
  nChanged 2
		SP:Iteration 23Q (142228.290000 sec): 3 clusters
  Score: Raw -385655.940339 + Penalty 2699.442919 = -382956.497421
  nChanged 0
		SP:Iteration 24F (142228.430000 sec): 3 clusters
  Score: Raw -385655.940339 + Penalty 2699.442919 = -382956.497421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142228.540000 sec): 2 clusters
  Score: Raw -823777.263709 + Penalty 1466.048962 = -822311.214748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142228.790000 sec): 3 clusters
  Score: Raw -819265.389955 + Penalty 2932.097923 = -816333.292032
  nChanged 3522
		SP:Iteration 1F (142229.000000 sec): 3 clusters
  Score: Raw -821202.050340 + Penalty 2932.097923 = -818269.952417
  nChanged 503
		SP:Iteration 2F (142229.210000 sec): 3 clusters
  Score: Raw -821417.036357 + Penalty 2932.097923 = -818484.938434
  nChanged 388
		SP:Iteration 3Q (142229.400000 sec): 3 clusters
  Score: Raw -821598.233889 + Penalty 2932.097923 = -818666.135966
  nChanged 373
		SP:Iteration 4Q (142229.630000 sec): 3 clusters
  Score: Raw -821778.586929 + Penalty 2932.097923 = -818846.489006
  nChanged 360
		SP:Iteration 5Q (142229.900000 sec): 3 clusters
  Score: Raw -821955.170696 + Penalty 2932.097923 = -819023.072773
  nChanged 339
		SP:Iteration 6Q (142230.090000 sec): 3 clusters
  Score: Raw -822132.468729 + Penalty 2932.097923 = -819200.370805
  nChanged 336
		SP:Iteration 7Q (142230.300000 sec): 3 clusters
  Score: Raw -822315.972861 + Penalty 2932.097923 = -819383.874938
  nChanged 338
		SP:Iteration 8Q (142230.560000 sec): 3 clusters
  Score: Raw -822522.934705 + Penalty 2932.097923 = -819590.836782
  nChanged 333
		SP:Iteration 9Q (142230.750000 sec): 3 clusters
  Score: Raw -822758.164453 + Penalty 2932.097923 = -819826.066529
  nChanged 349
		SP:Iteration 10Q (142231.020000 sec): 3 clusters
  Score: Raw -823024.071502 + Penalty 2932.097923 = -820091.973579
  nChanged 315
		SP:Iteration 11Q (142231.210000 sec): 3 clusters
  Score: Raw -823283.861710 + Penalty 2932.097923 = -820351.763787
  nChanged 254
		SP:Iteration 12Q (142231.430000 sec): 3 clusters
  Score: Raw -823569.423894 + Penalty 2932.097923 = -820637.325971
  nChanged 228
		SP:Iteration 13Q (142231.660000 sec): 3 clusters
  Score: Raw -823811.623852 + Penalty 2932.097923 = -820879.525929
  nChanged 170
		SP:Iteration 14Q (142231.910000 sec): 3 clusters
  Score: Raw -823947.176301 + Penalty 2932.097923 = -821015.078377
  nChanged 143
		SP:Iteration 15Q (142232.120000 sec): 3 clusters
  Score: Raw -824040.206891 + Penalty 2932.097923 = -821108.108968
  nChanged 100
		SP:Iteration 16Q (142232.330000 sec): 3 clusters
  Score: Raw -824080.545879 + Penalty 2932.097923 = -821148.447955
  nChanged 65
		SP:Iteration 17Q (142232.560000 sec): 3 clusters
  Score: Raw -824110.232791 + Penalty 2932.097923 = -821178.134868
  nChanged 54
		SP:Iteration 18Q (142232.750000 sec): 3 clusters
  Score: Raw -824131.843132 + Penalty 2932.097923 = -821199.745209
  nChanged 31
		SP:Iteration 19Q (142232.950000 sec): 3 clusters
  Score: Raw -824144.581276 + Penalty 2932.097923 = -821212.483353
  nChanged 38
		SP:Iteration 20F (142233.150000 sec): 3 clusters
  Score: Raw -824159.054378 + Penalty 2932.097923 = -821226.956455
  nChanged 27
		SP:Iteration 21Q (142233.370000 sec): 3 clusters
  Score: Raw -824169.244957 + Penalty 2932.097923 = -821237.147033
  nChanged 15
		SP:Iteration 22Q (142233.560000 sec): 3 clusters
  Score: Raw -824175.805366 + Penalty 2932.097923 = -821243.707443
  nChanged 15
		SP:Iteration 23Q (142233.740000 sec): 3 clusters
  Score: Raw -824182.052724 + Penalty 2932.097923 = -821249.954801
  nChanged 10
		SP:Iteration 24Q (142233.940000 sec): 3 clusters
  Score: Raw -824184.999047 + Penalty 2932.097923 = -821252.901123
  nChanged 14
		SP:Iteration 25Q (142234.170000 sec): 3 clusters
  Score: Raw -824190.557286 + Penalty 2932.097923 = -821258.459362
  nChanged 12
		SP:Iteration 26Q (142234.420000 sec): 3 clusters
  Score: Raw -824193.876860 + Penalty 2932.097923 = -821261.778937
  nChanged 11
		SP:Iteration 27Q (142234.670000 sec): 3 clusters
  Score: Raw -824196.149522 + Penalty 2932.097923 = -821264.051599
  nChanged 9
		SP:Iteration 28Q (142234.870000 sec): 3 clusters
  Score: Raw -824198.435491 + Penalty 2932.097923 = -821266.337567
  nChanged 9
		SP:Iteration 29Q (142235.060000 sec): 3 clusters
  Score: Raw -824201.215251 + Penalty 2932.097923 = -821269.117328
  nChanged 5
		SP:Iteration 30Q (142235.260000 sec): 3 clusters
  Score: Raw -824202.265013 + Penalty 2932.097923 = -821270.167090
  nChanged 3
		SP:Iteration 31Q (142235.460000 sec): 3 clusters
  Score: Raw -824202.779507 + Penalty 2932.097923 = -821270.681584
  nChanged 1
		SP:Iteration 32Q (142235.680000 sec): 3 clusters
  Score: Raw -824203.055493 + Penalty 2932.097923 = -821270.957570
  nChanged 0
		SP:Iteration 33F (142235.890000 sec): 3 clusters
  Score: Raw -824203.055493 + Penalty 2932.097923 = -821270.957570
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142236.000000 sec): 2 clusters
  Score: Raw -509017.080287 + Penalty 1383.783685 = -507633.296601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142236.210000 sec): 3 clusters
  Score: Raw -506452.464235 + Penalty 2767.567371 = -503684.896864
  nChanged 2002
		SP:Iteration 1F (142236.430000 sec): 3 clusters
  Score: Raw -507538.465841 + Penalty 2767.567371 = -504770.898470
  nChanged 362
		SP:Iteration 2F (142236.630000 sec): 3 clusters
  Score: Raw -507746.527860 + Penalty 2767.567371 = -504978.960489
  nChanged 289
		SP:Iteration 3F (142236.800000 sec): 3 clusters
  Score: Raw -507898.566423 + Penalty 2767.567371 = -505130.999053
  nChanged 202
		SP:Iteration 4Q (142237.010000 sec): 3 clusters
  Score: Raw -507994.637451 + Penalty 2767.567371 = -505227.070081
  nChanged 165
		SP:Iteration 5Q (142237.230000 sec): 3 clusters
  Score: Raw -508064.756453 + Penalty 2767.567371 = -505297.189082
  nChanged 137
		SP:Iteration 6Q (142237.440000 sec): 3 clusters
  Score: Raw -508126.894250 + Penalty 2767.567371 = -505359.326880
  nChanged 123
		SP:Iteration 7Q (142237.690000 sec): 3 clusters
  Score: Raw -508182.519891 + Penalty 2767.567371 = -505414.952521
  nChanged 114
		SP:Iteration 8Q (142237.860000 sec): 3 clusters
  Score: Raw -508243.035553 + Penalty 2767.567371 = -505475.468182
  nChanged 119
		SP:Iteration 9Q (142238.060000 sec): 3 clusters
  Score: Raw -508299.607932 + Penalty 2767.567371 = -505532.040562
  nChanged 102
		SP:Iteration 10Q (142238.260000 sec): 3 clusters
  Score: Raw -508354.406789 + Penalty 2767.567371 = -505586.839419
  nChanged 112
		SP:Iteration 11Q (142238.450000 sec): 3 clusters
  Score: Raw -508411.197195 + Penalty 2767.567371 = -505643.629825
  nChanged 103
		SP:Iteration 12Q (142238.630000 sec): 3 clusters
  Score: Raw -508468.877083 + Penalty 2767.567371 = -505701.309712
  nChanged 109
		SP:Iteration 13Q (142238.830000 sec): 3 clusters
  Score: Raw -508535.488538 + Penalty 2767.567371 = -505767.921167
  nChanged 120
		SP:Iteration 14Q (142239.010000 sec): 3 clusters
  Score: Raw -508610.048366 + Penalty 2767.567371 = -505842.480995
  nChanged 117
		SP:Iteration 15Q (142239.170000 sec): 3 clusters
  Score: Raw -508687.998724 + Penalty 2767.567371 = -505920.431353
  nChanged 118
		SP:Iteration 16Q (142239.410000 sec): 3 clusters
  Score: Raw -508771.838120 + Penalty 2767.567371 = -506004.270749
  nChanged 118
		SP:Iteration 17Q (142239.570000 sec): 3 clusters
  Score: Raw -508868.582413 + Penalty 2767.567371 = -506101.015042
  nChanged 98
		SP:Iteration 18Q (142239.770000 sec): 3 clusters
  Score: Raw -508929.320696 + Penalty 2767.567371 = -506161.753325
  nChanged 65
		SP:Iteration 19Q (142239.950000 sec): 3 clusters
  Score: Raw -508978.353258 + Penalty 2767.567371 = -506210.785888
  nChanged 60
		SP:Iteration 20F (142240.150000 sec): 3 clusters
  Score: Raw -509022.390305 + Penalty 2767.567371 = -506254.822934
  nChanged 55
		SP:Iteration 21Q (142240.380000 sec): 3 clusters
  Score: Raw -509067.701126 + Penalty 2767.567371 = -506300.133755
  nChanged 47
		SP:Iteration 22Q (142240.580000 sec): 3 clusters
  Score: Raw -509098.379674 + Penalty 2767.567371 = -506330.812303
  nChanged 37
		SP:Iteration 23Q (142240.770000 sec): 3 clusters
  Score: Raw -509130.892358 + Penalty 2767.567371 = -506363.324987
  nChanged 25
		SP:Iteration 24Q (142240.970000 sec): 3 clusters
  Score: Raw -509148.105717 + Penalty 2767.567371 = -506380.538346
  nChanged 17
		SP:Iteration 25Q (142241.130000 sec): 3 clusters
  Score: Raw -509159.879599 + Penalty 2767.567371 = -506392.312228
  nChanged 15
		SP:Iteration 26Q (142241.330000 sec): 3 clusters
  Score: Raw -509170.798951 + Penalty 2767.567371 = -506403.231581
  nChanged 14
		SP:Iteration 27Q (142241.500000 sec): 3 clusters
  Score: Raw -509182.622638 + Penalty 2767.567371 = -506415.055267
  nChanged 16
		SP:Iteration 28Q (142241.700000 sec): 3 clusters
  Score: Raw -509198.326710 + Penalty 2767.567371 = -506430.759339
  nChanged 19
		SP:Iteration 29Q (142241.920000 sec): 3 clusters
  Score: Raw -509211.671240 + Penalty 2767.567371 = -506444.103869
  nChanged 14
		SP:Iteration 30Q (142242.090000 sec): 3 clusters
  Score: Raw -509223.566267 + Penalty 2767.567371 = -506455.998896
  nChanged 14
		SP:Iteration 31Q (142242.300000 sec): 3 clusters
  Score: Raw -509234.788831 + Penalty 2767.567371 = -506467.221460
  nChanged 8
		SP:Iteration 32Q (142242.470000 sec): 3 clusters
  Score: Raw -509240.039883 + Penalty 2767.567371 = -506472.472513
  nChanged 5
		SP:Iteration 33Q (142242.670000 sec): 3 clusters
  Score: Raw -509242.298266 + Penalty 2767.567371 = -506474.730895
  nChanged 3
		SP:Iteration 34Q (142242.860000 sec): 3 clusters
  Score: Raw -509244.467452 + Penalty 2767.567371 = -506476.900081
  nChanged 0
		SP:Iteration 35F (142243.030000 sec): 3 clusters
  Score: Raw -509244.467452 + Penalty 2767.567371 = -506476.900081
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142243.120000 sec): 2 clusters
  Score: Raw -269505.191073 + Penalty 1283.310677 = -268221.880396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142243.220000 sec): 3 clusters
  Score: Raw -268294.924394 + Penalty 2566.621354 = -265728.303041
  nChanged 985
		SP:Iteration 1F (142243.460000 sec): 3 clusters
  Score: Raw -268925.106956 + Penalty 2566.621354 = -266358.485603
  nChanged 280
		SP:Iteration 2F (142243.630000 sec): 3 clusters
  Score: Raw -269269.879795 + Penalty 2566.621354 = -266703.258441
  nChanged 253
		SP:Iteration 3F (142243.800000 sec): 3 clusters
  Score: Raw -269619.956241 + Penalty 2566.621354 = -267053.334888
  nChanged 228
		SP:Iteration 4F (142243.980000 sec): 3 clusters
  Score: Raw -269947.222799 + Penalty 2566.621354 = -267380.601445
  nChanged 176
		SP:Iteration 5F (142244.130000 sec): 3 clusters
  Score: Raw -270241.921804 + Penalty 2566.621354 = -267675.300451
  nChanged 140
		SP:Iteration 6F (142244.240000 sec): 3 clusters
  Score: Raw -270407.711391 + Penalty 2566.621354 = -267841.090038
  nChanged 89
		SP:Iteration 7Q (142244.420000 sec): 3 clusters
  Score: Raw -270499.788343 + Penalty 2566.621354 = -267933.166989
  nChanged 65
		SP:Iteration 8Q (142244.560000 sec): 3 clusters
  Score: Raw -270546.439080 + Penalty 2566.621354 = -267979.817727
  nChanged 40
		SP:Iteration 9Q (142244.740000 sec): 3 clusters
  Score: Raw -270575.642288 + Penalty 2566.621354 = -268009.020934
  nChanged 35
		SP:Iteration 10Q (142244.830000 sec): 3 clusters
  Score: Raw -270595.802291 + Penalty 2566.621354 = -268029.180937
  nChanged 21
		SP:Iteration 11Q (142244.990000 sec): 3 clusters
  Score: Raw -270608.564433 + Penalty 2566.621354 = -268041.943080
  nChanged 13
		SP:Iteration 12Q (142245.160000 sec): 3 clusters
  Score: Raw -270615.048265 + Penalty 2566.621354 = -268048.426911
  nChanged 7
		SP:Iteration 13Q (142245.370000 sec): 3 clusters
  Score: Raw -270618.714163 + Penalty 2566.621354 = -268052.092809
  nChanged 11
		SP:Iteration 14Q (142245.540000 sec): 3 clusters
  Score: Raw -270623.756115 + Penalty 2566.621354 = -268057.134762
  nChanged 8
		SP:Iteration 15Q (142245.700000 sec): 3 clusters
  Score: Raw -270626.572908 + Penalty 2566.621354 = -268059.951554
  nChanged 6
		SP:Iteration 16Q (142245.860000 sec): 3 clusters
  Score: Raw -270628.207633 + Penalty 2566.621354 = -268061.586279
  nChanged 2
		SP:Iteration 17Q (142246.080000 sec): 3 clusters
  Score: Raw -270628.782558 + Penalty 2566.621354 = -268062.161204
  nChanged 1
		SP:Iteration 18Q (142246.220000 sec): 3 clusters
  Score: Raw -270629.187540 + Penalty 2566.621354 = -268062.566187
  nChanged 1
		SP:Iteration 19Q (142246.440000 sec): 3 clusters
  Score: Raw -270629.568820 + Penalty 2566.621354 = -268062.947467
  nChanged 2
		SP:Iteration 20F (142246.590000 sec): 3 clusters
  Score: Raw -270630.006328 + Penalty 2566.621354 = -268063.384974
  nChanged 2
		SP:Iteration 21Q (142246.740000 sec): 3 clusters
  Score: Raw -270631.132829 + Penalty 2566.621354 = -268064.511476
  nChanged 2
		SP:Iteration 22Q (142246.940000 sec): 3 clusters
  Score: Raw -270632.075866 + Penalty 2566.621354 = -268065.454512
  nChanged 2
		SP:Iteration 23Q (142247.120000 sec): 3 clusters
  Score: Raw -270633.626505 + Penalty 2566.621354 = -268067.005151
  nChanged 3
		SP:Iteration 24Q (142247.280000 sec): 3 clusters
  Score: Raw -270634.566236 + Penalty 2566.621354 = -268067.944882
  nChanged 7
		SP:Iteration 25Q (142247.430000 sec): 3 clusters
  Score: Raw -270636.751036 + Penalty 2566.621354 = -268070.129683
  nChanged 5
		SP:Iteration 26Q (142247.520000 sec): 3 clusters
  Score: Raw -270638.989996 + Penalty 2566.621354 = -268072.368643
  nChanged 5
		SP:Iteration 27Q (142247.710000 sec): 3 clusters
  Score: Raw -270640.220951 + Penalty 2566.621354 = -268073.599597
  nChanged 2
		SP:Iteration 28Q (142247.800000 sec): 3 clusters
  Score: Raw -270640.596463 + Penalty 2566.621354 = -268073.975109
  nChanged 2
		SP:Iteration 29Q (142247.910000 sec): 3 clusters
  Score: Raw -270640.825690 + Penalty 2566.621354 = -268074.204336
  nChanged 2
		SP:Iteration 30Q (142248.060000 sec): 3 clusters
  Score: Raw -270641.217483 + Penalty 2566.621354 = -268074.596129
  nChanged 0
		SP:Iteration 31F (142248.230000 sec): 3 clusters
  Score: Raw -270641.217483 + Penalty 2566.621354 = -268074.596129
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142249.980000 sec): 2 clusters
  Score: Raw -42841180.269695 + Penalty 2099.813226 = -42839080.456470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142252.210000 sec): 3 clusters
  Score: Raw -42566133.256425 + Penalty 4199.626452 = -42561933.629974
  nChanged 200314
		SP:Iteration 1F (142254.150000 sec): 3 clusters
  Score: Raw -42689368.470185 + Penalty 4199.626452 = -42685168.843733
  nChanged 15406
		SP:Iteration 2Q (142256.240000 sec): 3 clusters
  Score: Raw -42695203.050198 + Penalty 4199.626452 = -42691003.423746
  nChanged 21974
		SP:Iteration 3F (142258.320000 sec): 3 clusters
  Score: Raw -42706904.647467 + Penalty 4199.626452 = -42702705.021015
  nChanged 31900
		SP:Iteration 4F (142260.400000 sec): 3 clusters
  Score: Raw -42729920.772177 + Penalty 4199.626452 = -42725721.145725
  nChanged 40872
		SP:Iteration 5F (142262.620000 sec): 3 clusters
  Score: Raw -42767319.660759 + Penalty 4199.626452 = -42763120.034308
  nChanged 39486
		SP:Iteration 6F (142264.570000 sec): 3 clusters
  Score: Raw -42808153.260548 + Penalty 4199.626452 = -42803953.634097
  nChanged 23560
		SP:Iteration 7F (142266.560000 sec): 3 clusters
  Score: Raw -42832343.787116 + Penalty 4199.626452 = -42828144.160665
  nChanged 7613
		SP:Iteration 8Q (142268.610000 sec): 3 clusters
  Score: Raw -42839652.579814 + Penalty 4199.626452 = -42835452.953363
  nChanged 1428
		SP:Iteration 9Q (142270.510000 sec): 3 clusters
  Score: Raw -42841011.380579 + Penalty 4199.626452 = -42836811.754127
  nChanged 198
		SP:Iteration 10Q (142272.210000 sec): 3 clusters
  Score: Raw -42841276.682679 + Penalty 4199.626452 = -42837077.056227
  nChanged 31
		SP:Iteration 11Q (142273.930000 sec): 3 clusters
  Score: Raw -42841344.838171 + Penalty 4199.626452 = -42837145.211720
  nChanged 6
		SP:Iteration 12Q (142275.590000 sec): 3 clusters
  Score: Raw -42841359.354522 + Penalty 4199.626452 = -42837159.728071
  nChanged 1
		SP:Iteration 13Q (142277.350000 sec): 3 clusters
  Score: Raw -42841360.391038 + Penalty 4199.626452 = -42837160.764586
  nChanged 1
		SP:Iteration 14Q (142279.290000 sec): 3 clusters
  Score: Raw -42841361.360356 + Penalty 4199.626452 = -42837161.733904
  nChanged 1
		SP:Iteration 15Q (142281.000000 sec): 3 clusters
  Score: Raw -42841365.368294 + Penalty 4199.626452 = -42837165.741842
  nChanged 3
		SP:Iteration 16Q (142282.940000 sec): 3 clusters
  Score: Raw -42841374.110020 + Penalty 4199.626452 = -42837174.483569
  nChanged 2
		SP:Iteration 17Q (142284.810000 sec): 3 clusters
  Score: Raw -42841375.584643 + Penalty 4199.626452 = -42837175.958191
  nChanged 0
		SP:Iteration 18F (142286.940000 sec): 3 clusters
  Score: Raw -42841375.584643 + Penalty 4199.626452 = -42837175.958191
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142287.230000 sec): 2 clusters
  Score: Raw -2547926.438984 + Penalty 1637.454361 = -2546288.984623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142287.540000 sec): 3 clusters
  Score: Raw -2533493.840428 + Penalty 3274.908722 = -2530218.931706
  nChanged 10776
		SP:Iteration 1F (142287.830000 sec): 3 clusters
  Score: Raw -2539458.338635 + Penalty 3274.908722 = -2536183.429913
  nChanged 1088
		SP:Iteration 2Q (142288.100000 sec): 3 clusters
  Score: Raw -2539838.531915 + Penalty 3274.908722 = -2536563.623193
  nChanged 1074
		SP:Iteration 3Q (142288.390000 sec): 3 clusters
  Score: Raw -2540228.847509 + Penalty 3274.908722 = -2536953.938787
  nChanged 1010
		SP:Iteration 4Q (142288.700000 sec): 3 clusters
  Score: Raw -2540624.773714 + Penalty 3274.908722 = -2537349.864992
  nChanged 1002
		SP:Iteration 5Q (142288.970000 sec): 3 clusters
  Score: Raw -2541038.196319 + Penalty 3274.908722 = -2537763.287597
  nChanged 1029
		SP:Iteration 6Q (142289.220000 sec): 3 clusters
  Score: Raw -2541498.051389 + Penalty 3274.908722 = -2538223.142667
  nChanged 1068
		SP:Iteration 7Q (142289.510000 sec): 3 clusters
  Score: Raw -2542021.285585 + Penalty 3274.908722 = -2538746.376863
  nChanged 1063
		SP:Iteration 8Q (142289.810000 sec): 3 clusters
  Score: Raw -2542607.912306 + Penalty 3274.908722 = -2539333.003584
  nChanged 1081
		SP:Iteration 9Q (142290.180000 sec): 3 clusters
  Score: Raw -2543276.259319 + Penalty 3274.908722 = -2540001.350597
  nChanged 1117
		SP:Iteration 10Q (142290.430000 sec): 3 clusters
  Score: Raw -2544011.761118 + Penalty 3274.908722 = -2540736.852396
  nChanged 1020
		SP:Iteration 11Q (142290.740000 sec): 3 clusters
  Score: Raw -2544641.026749 + Penalty 3274.908722 = -2541366.118027
  nChanged 849
		SP:Iteration 12Q (142290.990000 sec): 3 clusters
  Score: Raw -2545132.690968 + Penalty 3274.908722 = -2541857.782247
  nChanged 724
		SP:Iteration 13Q (142291.240000 sec): 3 clusters
  Score: Raw -2545498.395116 + Penalty 3274.908722 = -2542223.486394
  nChanged 617
		SP:Iteration 14Q (142291.570000 sec): 3 clusters
  Score: Raw -2545771.908622 + Penalty 3274.908722 = -2542496.999900
  nChanged 483
		SP:Iteration 15Q (142291.800000 sec): 3 clusters
  Score: Raw -2545975.997519 + Penalty 3274.908722 = -2542701.088797
  nChanged 459
		SP:Iteration 16Q (142292.090000 sec): 3 clusters
  Score: Raw -2546174.161721 + Penalty 3274.908722 = -2542899.252999
  nChanged 417
		SP:Iteration 17Q (142292.370000 sec): 3 clusters
  Score: Raw -2546361.568586 + Penalty 3274.908722 = -2543086.659864
  nChanged 387
		SP:Iteration 18Q (142292.660000 sec): 3 clusters
  Score: Raw -2546533.429709 + Penalty 3274.908722 = -2543258.520987
  nChanged 381
		SP:Iteration 19Q (142292.960000 sec): 3 clusters
  Score: Raw -2546703.966713 + Penalty 3274.908722 = -2543429.057991
  nChanged 344
		SP:Iteration 20F (142293.210000 sec): 3 clusters
  Score: Raw -2546867.520965 + Penalty 3274.908722 = -2543592.612243
  nChanged 341
		SP:Iteration 21Q (142293.510000 sec): 3 clusters
  Score: Raw -2547037.585358 + Penalty 3274.908722 = -2543762.676636
  nChanged 307
		SP:Iteration 22Q (142293.790000 sec): 3 clusters
  Score: Raw -2547203.792852 + Penalty 3274.908722 = -2543928.884130
  nChanged 291
		SP:Iteration 23Q (142294.110000 sec): 3 clusters
  Score: Raw -2547357.892425 + Penalty 3274.908722 = -2544082.983703
  nChanged 238
		SP:Iteration 24Q (142294.390000 sec): 3 clusters
  Score: Raw -2547470.331399 + Penalty 3274.908722 = -2544195.422677
  nChanged 182
		SP:Iteration 25Q (142294.620000 sec): 3 clusters
  Score: Raw -2547553.393896 + Penalty 3274.908722 = -2544278.485174
  nChanged 162
		SP:Iteration 26Q (142294.850000 sec): 3 clusters
  Score: Raw -2547625.893128 + Penalty 3274.908722 = -2544350.984406
  nChanged 142
		SP:Iteration 27Q (142295.150000 sec): 3 clusters
  Score: Raw -2547691.442947 + Penalty 3274.908722 = -2544416.534225
  nChanged 126
		SP:Iteration 28Q (142295.390000 sec): 3 clusters
  Score: Raw -2547750.840577 + Penalty 3274.908722 = -2544475.931855
  nChanged 109
		SP:Iteration 29Q (142295.670000 sec): 3 clusters
  Score: Raw -2547801.520642 + Penalty 3274.908722 = -2544526.611920
  nChanged 99
		SP:Iteration 30Q (142295.900000 sec): 3 clusters
  Score: Raw -2547849.047493 + Penalty 3274.908722 = -2544574.138771
  nChanged 92
		SP:Iteration 31Q (142296.180000 sec): 3 clusters
  Score: Raw -2547898.491160 + Penalty 3274.908722 = -2544623.582438
  nChanged 82
		SP:Iteration 32Q (142296.450000 sec): 3 clusters
  Score: Raw -2547945.916146 + Penalty 3274.908722 = -2544671.007424
  nChanged 74
		SP:Iteration 33Q (142296.700000 sec): 3 clusters
  Score: Raw -2547992.894301 + Penalty 3274.908722 = -2544717.985579
  nChanged 69
		SP:Iteration 34Q (142296.960000 sec): 3 clusters
  Score: Raw -2548032.773548 + Penalty 3274.908722 = -2544757.864826
  nChanged 52
		SP:Iteration 35Q (142297.240000 sec): 3 clusters
  Score: Raw -2548063.107387 + Penalty 3274.908722 = -2544788.198665
  nChanged 37
		SP:Iteration 36Q (142297.510000 sec): 3 clusters
  Score: Raw -2548085.798005 + Penalty 3274.908722 = -2544810.889283
  nChanged 26
		SP:Iteration 37Q (142297.750000 sec): 3 clusters
  Score: Raw -2548102.760546 + Penalty 3274.908722 = -2544827.851824
  nChanged 22
		SP:Iteration 38Q (142298.060000 sec): 3 clusters
  Score: Raw -2548112.766426 + Penalty 3274.908722 = -2544837.857704
  nChanged 14
		SP:Iteration 39Q (142298.330000 sec): 3 clusters
  Score: Raw -2548118.913003 + Penalty 3274.908722 = -2544844.004281
  nChanged 9
		SP:Iteration 40F (142298.580000 sec): 3 clusters
  Score: Raw -2548122.620961 + Penalty 3274.908722 = -2544847.712239
  nChanged 8
		SP:Iteration 41Q (142298.850000 sec): 3 clusters
  Score: Raw -2548126.806898 + Penalty 3274.908722 = -2544851.898176
  nChanged 3
		SP:Iteration 42Q (142299.140000 sec): 3 clusters
  Score: Raw -2548128.811026 + Penalty 3274.908722 = -2544853.902304
  nChanged 2
		SP:Iteration 43Q (142299.390000 sec): 3 clusters
  Score: Raw -2548129.648127 + Penalty 3274.908722 = -2544854.739405
  nChanged 2
		SP:Iteration 44Q (142299.660000 sec): 3 clusters
  Score: Raw -2548131.358992 + Penalty 3274.908722 = -2544856.450270
  nChanged 2
		SP:Iteration 45Q (142299.920000 sec): 3 clusters
  Score: Raw -2548132.016791 + Penalty 3274.908722 = -2544857.108069
  nChanged 1
		SP:Iteration 46Q (142300.220000 sec): 3 clusters
  Score: Raw -2548132.856288 + Penalty 3274.908722 = -2544857.947566
  nChanged 2
		SP:Iteration 47Q (142300.430000 sec): 3 clusters
  Score: Raw -2548134.966268 + Penalty 3274.908722 = -2544860.057546
  nChanged 4
		SP:Iteration 48Q (142300.660000 sec): 3 clusters
  Score: Raw -2548136.600469 + Penalty 3274.908722 = -2544861.691747
  nChanged 6
		SP:Iteration 49Q (142300.950000 sec): 3 clusters
  Score: Raw -2548139.036522 + Penalty 3274.908722 = -2544864.127800
  nChanged 3
		SP:Iteration 50Q (142301.190000 sec): 3 clusters
  Score: Raw -2548141.093882 + Penalty 3274.908722 = -2544866.185160
  nChanged 2
		SP:Iteration 51Q (142301.430000 sec): 3 clusters
  Score: Raw -2548142.812935 + Penalty 3274.908722 = -2544867.904213
  nChanged 3
		SP:Iteration 52Q (142301.690000 sec): 3 clusters
  Score: Raw -2548144.734246 + Penalty 3274.908722 = -2544869.825524
  nChanged 4
		SP:Iteration 53Q (142301.970000 sec): 3 clusters
  Score: Raw -2548146.119435 + Penalty 3274.908722 = -2544871.210713
  nChanged 5
		SP:Iteration 54Q (142302.230000 sec): 3 clusters
  Score: Raw -2548147.784512 + Penalty 3274.908722 = -2544872.875790
  nChanged 4
		SP:Iteration 55Q (142302.480000 sec): 3 clusters
  Score: Raw -2548149.208697 + Penalty 3274.908722 = -2544874.299976
  nChanged 2
		SP:Iteration 56Q (142302.730000 sec): 3 clusters
  Score: Raw -2548150.628969 + Penalty 3274.908722 = -2544875.720247
  nChanged 7
		SP:Iteration 57Q (142302.920000 sec): 3 clusters
  Score: Raw -2548153.303770 + Penalty 3274.908722 = -2544878.395048
  nChanged 6
		SP:Iteration 58Q (142303.250000 sec): 3 clusters
  Score: Raw -2548155.714991 + Penalty 3274.908722 = -2544880.806269
  nChanged 2
		SP:Iteration 59Q (142303.520000 sec): 3 clusters
  Score: Raw -2548157.024518 + Penalty 3274.908722 = -2544882.115796
  nChanged 1
		SP:Iteration 60F (142303.750000 sec): 3 clusters
  Score: Raw -2548157.444956 + Penalty 3274.908722 = -2544882.536234
  nChanged 1
		SP:Iteration 61Q (142304.040000 sec): 3 clusters
  Score: Raw -2548157.859401 + Penalty 3274.908722 = -2544882.950679
  nChanged 1
		SP:Iteration 62Q (142304.290000 sec): 3 clusters
  Score: Raw -2548158.193243 + Penalty 3274.908722 = -2544883.284521
  nChanged 1
		SP:Iteration 63Q (142304.540000 sec): 3 clusters
  Score: Raw -2548158.741008 + Penalty 3274.908722 = -2544883.832286
  nChanged 2
		SP:Iteration 64Q (142304.810000 sec): 3 clusters
  Score: Raw -2548160.028883 + Penalty 3274.908722 = -2544885.120161
  nChanged 1
		SP:Iteration 65Q (142305.100000 sec): 3 clusters
  Score: Raw -2548160.577393 + Penalty 3274.908722 = -2544885.668671
  nChanged 0
		SP:Iteration 66F (142305.390000 sec): 3 clusters
  Score: Raw -2548160.577393 + Penalty 3274.908722 = -2544885.668671
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142305.560000 sec): 2 clusters
  Score: Raw -2216548.141586 + Penalty 1628.152854 = -2214919.988733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142305.790000 sec): 3 clusters
  Score: Raw -2202837.796436 + Penalty 3256.305708 = -2199581.490728
  nChanged 10261
		SP:Iteration 1F (142306.070000 sec): 3 clusters
  Score: Raw -2208599.848804 + Penalty 3256.305708 = -2205343.543097
  nChanged 1202
		SP:Iteration 2F (142306.350000 sec): 3 clusters
  Score: Raw -2209113.818367 + Penalty 3256.305708 = -2205857.512660
  nChanged 1166
		SP:Iteration 3F (142306.600000 sec): 3 clusters
  Score: Raw -2209630.901392 + Penalty 3256.305708 = -2206374.595684
  nChanged 1157
		SP:Iteration 4F (142306.860000 sec): 3 clusters
  Score: Raw -2210118.793328 + Penalty 3256.305708 = -2206862.487620
  nChanged 1104
		SP:Iteration 5Q (142307.130000 sec): 3 clusters
  Score: Raw -2210591.033543 + Penalty 3256.305708 = -2207334.727835
  nChanged 1021
		SP:Iteration 6Q (142307.390000 sec): 3 clusters
  Score: Raw -2211033.055178 + Penalty 3256.305708 = -2207776.749471
  nChanged 988
		SP:Iteration 7Q (142307.680000 sec): 3 clusters
  Score: Raw -2211506.305794 + Penalty 3256.305708 = -2208250.000086
  nChanged 998
		SP:Iteration 8Q (142307.970000 sec): 3 clusters
  Score: Raw -2212051.155603 + Penalty 3256.305708 = -2208794.849896
  nChanged 1035
		SP:Iteration 9Q (142308.280000 sec): 3 clusters
  Score: Raw -2212700.016008 + Penalty 3256.305708 = -2209443.710301
  nChanged 1061
		SP:Iteration 10Q (142308.550000 sec): 3 clusters
  Score: Raw -2213407.583975 + Penalty 3256.305708 = -2210151.278267
  nChanged 951
		SP:Iteration 11Q (142308.820000 sec): 3 clusters
  Score: Raw -2214039.605857 + Penalty 3256.305708 = -2210783.300150
  nChanged 861
		SP:Iteration 12Q (142309.080000 sec): 3 clusters
  Score: Raw -2214539.219266 + Penalty 3256.305708 = -2211282.913559
  nChanged 703
		SP:Iteration 13Q (142309.380000 sec): 3 clusters
  Score: Raw -2214887.727573 + Penalty 3256.305708 = -2211631.421866
  nChanged 579
		SP:Iteration 14Q (142309.630000 sec): 3 clusters
  Score: Raw -2215154.223842 + Penalty 3256.305708 = -2211897.918134
  nChanged 452
		SP:Iteration 15Q (142309.870000 sec): 3 clusters
  Score: Raw -2215359.986848 + Penalty 3256.305708 = -2212103.681140
  nChanged 417
		SP:Iteration 16Q (142310.140000 sec): 3 clusters
  Score: Raw -2215540.256505 + Penalty 3256.305708 = -2212283.950798
  nChanged 383
		SP:Iteration 17Q (142310.430000 sec): 3 clusters
  Score: Raw -2215686.017206 + Penalty 3256.305708 = -2212429.711498
  nChanged 335
		SP:Iteration 18Q (142310.730000 sec): 3 clusters
  Score: Raw -2215797.012088 + Penalty 3256.305708 = -2212540.706381
  nChanged 276
		SP:Iteration 19Q (142311.000000 sec): 3 clusters
  Score: Raw -2215882.231872 + Penalty 3256.305708 = -2212625.926165
  nChanged 246
		SP:Iteration 20F (142311.250000 sec): 3 clusters
  Score: Raw -2215953.392656 + Penalty 3256.305708 = -2212697.086948
  nChanged 239
		SP:Iteration 21Q (142311.560000 sec): 3 clusters
  Score: Raw -2216011.888949 + Penalty 3256.305708 = -2212755.583241
  nChanged 182
		SP:Iteration 22Q (142311.780000 sec): 3 clusters
  Score: Raw -2216057.622422 + Penalty 3256.305708 = -2212801.316714
  nChanged 176
		SP:Iteration 23Q (142312.070000 sec): 3 clusters
  Score: Raw -2216094.331246 + Penalty 3256.305708 = -2212838.025538
  nChanged 132
		SP:Iteration 24Q (142312.340000 sec): 3 clusters
  Score: Raw -2216119.256334 + Penalty 3256.305708 = -2212862.950627
  nChanged 117
		SP:Iteration 25Q (142312.640000 sec): 3 clusters
  Score: Raw -2216137.168849 + Penalty 3256.305708 = -2212880.863142
  nChanged 92
		SP:Iteration 26Q (142312.880000 sec): 3 clusters
  Score: Raw -2216150.371705 + Penalty 3256.305708 = -2212894.065997
  nChanged 88
		SP:Iteration 27Q (142313.200000 sec): 3 clusters
  Score: Raw -2216161.318333 + Penalty 3256.305708 = -2212905.012626
  nChanged 74
		SP:Iteration 28Q (142313.490000 sec): 3 clusters
  Score: Raw -2216167.799913 + Penalty 3256.305708 = -2212911.494206
  nChanged 44
		SP:Iteration 29Q (142313.750000 sec): 3 clusters
  Score: Raw -2216171.632580 + Penalty 3256.305708 = -2212915.326873
  nChanged 40
		SP:Iteration 30Q (142314.000000 sec): 3 clusters
  Score: Raw -2216175.083754 + Penalty 3256.305708 = -2212918.778046
  nChanged 25
		SP:Iteration 31Q (142314.310000 sec): 3 clusters
  Score: Raw -2216177.277067 + Penalty 3256.305708 = -2212920.971359
  nChanged 27
		SP:Iteration 32Q (142314.590000 sec): 3 clusters
  Score: Raw -2216179.198925 + Penalty 3256.305708 = -2212922.893217
  nChanged 21
		SP:Iteration 33Q (142314.890000 sec): 3 clusters
  Score: Raw -2216180.470328 + Penalty 3256.305708 = -2212924.164621
  nChanged 17
		SP:Iteration 34Q (142315.150000 sec): 3 clusters
  Score: Raw -2216181.311671 + Penalty 3256.305708 = -2212925.005963
  nChanged 7
		SP:Iteration 35Q (142315.460000 sec): 3 clusters
  Score: Raw -2216181.611061 + Penalty 3256.305708 = -2212925.305354
  nChanged 3
		SP:Iteration 36Q (142315.710000 sec): 3 clusters
  Score: Raw -2216181.657859 + Penalty 3256.305708 = -2212925.352152
  nChanged 3
		SP:Iteration 37Q (142315.990000 sec): 3 clusters
  Score: Raw -2216181.791053 + Penalty 3256.305708 = -2212925.485345
  nChanged 0
		SP:Iteration 38F (142316.280000 sec): 3 clusters
  Score: Raw -2216181.791053 + Penalty 3256.305708 = -2212925.485345
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142316.410000 sec): 2 clusters
  Score: Raw -376453.500685 + Penalty 1345.780148 = -375107.720537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142316.550000 sec): 3 clusters
  Score: Raw -374435.721670 + Penalty 2691.560297 = -371744.161373
  nChanged 1589
		SP:Iteration 1F (142316.730000 sec): 3 clusters
  Score: Raw -375442.544715 + Penalty 2691.560297 = -372750.984418
  nChanged 373
		SP:Iteration 2F (142316.870000 sec): 3 clusters
  Score: Raw -375732.875101 + Penalty 2691.560297 = -373041.314804
  nChanged 242
		SP:Iteration 3F (142317.050000 sec): 3 clusters
  Score: Raw -375925.927462 + Penalty 2691.560297 = -373234.367165
  nChanged 186
		SP:Iteration 4Q (142317.290000 sec): 3 clusters
  Score: Raw -376058.045874 + Penalty 2691.560297 = -373366.485577
  nChanged 161
		SP:Iteration 5Q (142317.430000 sec): 3 clusters
  Score: Raw -376172.791560 + Penalty 2691.560297 = -373481.231263
  nChanged 144
		SP:Iteration 6Q (142317.610000 sec): 3 clusters
  Score: Raw -376260.836233 + Penalty 2691.560297 = -373569.275936
  nChanged 132
		SP:Iteration 7Q (142317.810000 sec): 3 clusters
  Score: Raw -376356.945050 + Penalty 2691.560297 = -373665.384753
  nChanged 144
		SP:Iteration 8Q (142317.990000 sec): 3 clusters
  Score: Raw -376449.555910 + Penalty 2691.560297 = -373757.995614
  nChanged 119
		SP:Iteration 9Q (142318.180000 sec): 3 clusters
  Score: Raw -376523.844011 + Penalty 2691.560297 = -373832.283714
  nChanged 110
		SP:Iteration 10Q (142318.350000 sec): 3 clusters
  Score: Raw -376588.468227 + Penalty 2691.560297 = -373896.907930
  nChanged 81
		SP:Iteration 11Q (142318.530000 sec): 3 clusters
  Score: Raw -376647.016376 + Penalty 2691.560297 = -373955.456079
  nChanged 75
		SP:Iteration 12Q (142318.740000 sec): 3 clusters
  Score: Raw -376694.165705 + Penalty 2691.560297 = -374002.605408
  nChanged 68
		SP:Iteration 13Q (142318.870000 sec): 3 clusters
  Score: Raw -376746.925459 + Penalty 2691.560297 = -374055.365162
  nChanged 65
		SP:Iteration 14Q (142319.010000 sec): 3 clusters
  Score: Raw -376800.473588 + Penalty 2691.560297 = -374108.913291
  nChanged 68
		SP:Iteration 15Q (142319.190000 sec): 3 clusters
  Score: Raw -376843.365210 + Penalty 2691.560297 = -374151.804913
  nChanged 55
		SP:Iteration 16Q (142319.370000 sec): 3 clusters
  Score: Raw -376868.848073 + Penalty 2691.560297 = -374177.287776
  nChanged 33
		SP:Iteration 17Q (142319.610000 sec): 3 clusters
  Score: Raw -376882.983447 + Penalty 2691.560297 = -374191.423150
  nChanged 32
		SP:Iteration 18Q (142319.790000 sec): 3 clusters
  Score: Raw -376897.165106 + Penalty 2691.560297 = -374205.604809
  nChanged 22
		SP:Iteration 19Q (142319.940000 sec): 3 clusters
  Score: Raw -376907.850335 + Penalty 2691.560297 = -374216.290038
  nChanged 22
		SP:Iteration 20F (142320.140000 sec): 3 clusters
  Score: Raw -376917.512985 + Penalty 2691.560297 = -374225.952688
  nChanged 20
		SP:Iteration 21Q (142320.300000 sec): 3 clusters
  Score: Raw -376923.765932 + Penalty 2691.560297 = -374232.205635
  nChanged 11
		SP:Iteration 22Q (142320.510000 sec): 3 clusters
  Score: Raw -376928.148872 + Penalty 2691.560297 = -374236.588575
  nChanged 14
		SP:Iteration 23Q (142320.650000 sec): 3 clusters
  Score: Raw -376932.914648 + Penalty 2691.560297 = -374241.354351
  nChanged 6
		SP:Iteration 24Q (142320.810000 sec): 3 clusters
  Score: Raw -376935.561849 + Penalty 2691.560297 = -374244.001552
  nChanged 8
		SP:Iteration 25Q (142320.970000 sec): 3 clusters
  Score: Raw -376938.583490 + Penalty 2691.560297 = -374247.023193
  nChanged 10
		SP:Iteration 26Q (142321.150000 sec): 3 clusters
  Score: Raw -376943.543032 + Penalty 2691.560297 = -374251.982735
  nChanged 12
		SP:Iteration 27Q (142321.350000 sec): 3 clusters
  Score: Raw -376947.654643 + Penalty 2691.560297 = -374256.094346
  nChanged 5
		SP:Iteration 28Q (142321.580000 sec): 3 clusters
  Score: Raw -376952.773325 + Penalty 2691.560297 = -374261.213028
  nChanged 9
		SP:Iteration 29Q (142321.730000 sec): 3 clusters
  Score: Raw -376956.274223 + Penalty 2691.560297 = -374264.713926
  nChanged 7
		SP:Iteration 30Q (142321.920000 sec): 3 clusters
  Score: Raw -376958.961830 + Penalty 2691.560297 = -374267.401534
  nChanged 3
		SP:Iteration 31Q (142322.080000 sec): 3 clusters
  Score: Raw -376959.606811 + Penalty 2691.560297 = -374268.046514
  nChanged 1
		SP:Iteration 32Q (142322.260000 sec): 3 clusters
  Score: Raw -376959.870075 + Penalty 2691.560297 = -374268.309779
  nChanged 4
		SP:Iteration 33Q (142322.470000 sec): 3 clusters
  Score: Raw -376960.738693 + Penalty 2691.560297 = -374269.178396
  nChanged 0
		SP:Iteration 34F (142322.630000 sec): 3 clusters
  Score: Raw -376960.738693 + Penalty 2691.560297 = -374269.178396
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142322.730000 sec): 2 clusters
  Score: Raw -708197.415109 + Penalty 1441.322898 = -706756.092211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142322.960000 sec): 3 clusters
  Score: Raw -704301.741420 + Penalty 2882.645797 = -701419.095624
  nChanged 3029
		SP:Iteration 1F (142323.130000 sec): 3 clusters
  Score: Raw -705961.982974 + Penalty 2882.645797 = -703079.337178
  nChanged 480
		SP:Iteration 2F (142323.310000 sec): 3 clusters
  Score: Raw -706206.264980 + Penalty 2882.645797 = -703323.619183
  nChanged 390
		SP:Iteration 3F (142323.560000 sec): 3 clusters
  Score: Raw -706411.623349 + Penalty 2882.645797 = -703528.977552
  nChanged 345
		SP:Iteration 4Q (142323.670000 sec): 3 clusters
  Score: Raw -706625.890067 + Penalty 2882.645797 = -703743.244270
  nChanged 332
		SP:Iteration 5Q (142323.860000 sec): 3 clusters
  Score: Raw -706819.104058 + Penalty 2882.645797 = -703936.458261
  nChanged 310
		SP:Iteration 6Q (142324.080000 sec): 3 clusters
  Score: Raw -707019.866838 + Penalty 2882.645797 = -704137.221041
  nChanged 284
		SP:Iteration 7Q (142324.290000 sec): 3 clusters
  Score: Raw -707223.908709 + Penalty 2882.645797 = -704341.262913
  nChanged 280
		SP:Iteration 8Q (142324.460000 sec): 3 clusters
  Score: Raw -707419.940287 + Penalty 2882.645797 = -704537.294490
  nChanged 248
		SP:Iteration 9Q (142324.650000 sec): 3 clusters
  Score: Raw -707579.897161 + Penalty 2882.645797 = -704697.251364
  nChanged 215
		SP:Iteration 10Q (142324.870000 sec): 3 clusters
  Score: Raw -707716.565023 + Penalty 2882.645797 = -704833.919226
  nChanged 186
		SP:Iteration 11Q (142325.070000 sec): 3 clusters
  Score: Raw -707833.031286 + Penalty 2882.645797 = -704950.385489
  nChanged 160
		SP:Iteration 12Q (142325.270000 sec): 3 clusters
  Score: Raw -707941.799070 + Penalty 2882.645797 = -705059.153273
  nChanged 137
		SP:Iteration 13Q (142325.440000 sec): 3 clusters
  Score: Raw -708046.566816 + Penalty 2882.645797 = -705163.921019
  nChanged 122
		SP:Iteration 14Q (142325.590000 sec): 3 clusters
  Score: Raw -708130.885346 + Penalty 2882.645797 = -705248.239549
  nChanged 87
		SP:Iteration 15Q (142325.820000 sec): 3 clusters
  Score: Raw -708193.600141 + Penalty 2882.645797 = -705310.954344
  nChanged 86
		SP:Iteration 16Q (142326.000000 sec): 3 clusters
  Score: Raw -708248.766153 + Penalty 2882.645797 = -705366.120356
  nChanged 80
		SP:Iteration 17Q (142326.200000 sec): 3 clusters
  Score: Raw -708302.043401 + Penalty 2882.645797 = -705419.397604
  nChanged 54
		SP:Iteration 18Q (142326.430000 sec): 3 clusters
  Score: Raw -708336.406606 + Penalty 2882.645797 = -705453.760809
  nChanged 39
		SP:Iteration 19Q (142326.580000 sec): 3 clusters
  Score: Raw -708362.413887 + Penalty 2882.645797 = -705479.768090
  nChanged 34
		SP:Iteration 20F (142326.790000 sec): 3 clusters
  Score: Raw -708382.342539 + Penalty 2882.645797 = -705499.696742
  nChanged 23
		SP:Iteration 21Q (142327.010000 sec): 3 clusters
  Score: Raw -708391.881930 + Penalty 2882.645797 = -705509.236133
  nChanged 18
		SP:Iteration 22Q (142327.210000 sec): 3 clusters
  Score: Raw -708399.218998 + Penalty 2882.645797 = -705516.573201
  nChanged 19
		SP:Iteration 23Q (142327.380000 sec): 3 clusters
  Score: Raw -708410.962937 + Penalty 2882.645797 = -705528.317140
  nChanged 19
		SP:Iteration 24Q (142327.580000 sec): 3 clusters
  Score: Raw -708417.841262 + Penalty 2882.645797 = -705535.195465
  nChanged 11
		SP:Iteration 25Q (142327.780000 sec): 3 clusters
  Score: Raw -708425.204357 + Penalty 2882.645797 = -705542.558561
  nChanged 11
		SP:Iteration 26Q (142327.970000 sec): 3 clusters
  Score: Raw -708430.811054 + Penalty 2882.645797 = -705548.165258
  nChanged 13
		SP:Iteration 27Q (142328.210000 sec): 3 clusters
  Score: Raw -708438.005319 + Penalty 2882.645797 = -705555.359522
  nChanged 9
		SP:Iteration 28Q (142328.360000 sec): 3 clusters
  Score: Raw -708443.212325 + Penalty 2882.645797 = -705560.566529
  nChanged 14
		SP:Iteration 29Q (142328.520000 sec): 3 clusters
  Score: Raw -708452.659267 + Penalty 2882.645797 = -705570.013470
  nChanged 9
		SP:Iteration 30Q (142328.740000 sec): 3 clusters
  Score: Raw -708456.657971 + Penalty 2882.645797 = -705574.012174
  nChanged 5
		SP:Iteration 31Q (142328.940000 sec): 3 clusters
  Score: Raw -708459.075414 + Penalty 2882.645797 = -705576.429617
  nChanged 5
		SP:Iteration 32Q (142329.140000 sec): 3 clusters
  Score: Raw -708462.039938 + Penalty 2882.645797 = -705579.394142
  nChanged 4
		SP:Iteration 33Q (142329.340000 sec): 3 clusters
  Score: Raw -708463.303139 + Penalty 2882.645797 = -705580.657342
  nChanged 2
		SP:Iteration 34Q (142329.550000 sec): 3 clusters
  Score: Raw -708464.693530 + Penalty 2882.645797 = -705582.047733
  nChanged 3
		SP:Iteration 35Q (142329.720000 sec): 3 clusters
  Score: Raw -708465.964767 + Penalty 2882.645797 = -705583.318970
  nChanged 4
		SP:Iteration 36Q (142329.930000 sec): 3 clusters
  Score: Raw -708468.181429 + Penalty 2882.645797 = -705585.535632
  nChanged 3
		SP:Iteration 37Q (142330.130000 sec): 3 clusters
  Score: Raw -708469.946526 + Penalty 2882.645797 = -705587.300730
  nChanged 3
		SP:Iteration 38Q (142330.330000 sec): 3 clusters
  Score: Raw -708471.505836 + Penalty 2882.645797 = -705588.860039
  nChanged 2
		SP:Iteration 39Q (142330.550000 sec): 3 clusters
  Score: Raw -708472.447296 + Penalty 2882.645797 = -705589.801499
  nChanged 3
		SP:Iteration 40F (142330.750000 sec): 3 clusters
  Score: Raw -708474.295232 + Penalty 2882.645797 = -705591.649435
  nChanged 4
		SP:Iteration 41Q (142330.950000 sec): 3 clusters
  Score: Raw -708475.267206 + Penalty 2882.645797 = -705592.621409
  nChanged 0
		SP:Iteration 42F (142331.140000 sec): 3 clusters
  Score: Raw -708475.267206 + Penalty 2882.645797 = -705592.621409
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142331.270000 sec): 2 clusters
  Score: Raw -1512139.741016 + Penalty 1554.586355 = -1510585.154661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142331.520000 sec): 3 clusters
  Score: Raw -1503751.909016 + Penalty 3109.172710 = -1500642.736306
  nChanged 6407
		SP:Iteration 1F (142331.790000 sec): 3 clusters
  Score: Raw -1507334.746346 + Penalty 3109.172710 = -1504225.573636
  nChanged 892
		SP:Iteration 2F (142332.010000 sec): 3 clusters
  Score: Raw -1507785.876206 + Penalty 3109.172710 = -1504676.703496
  nChanged 889
		SP:Iteration 3F (142332.230000 sec): 3 clusters
  Score: Raw -1508297.283209 + Penalty 3109.172710 = -1505188.110499
  nChanged 914
		SP:Iteration 4F (142332.470000 sec): 3 clusters
  Score: Raw -1508880.030438 + Penalty 3109.172710 = -1505770.857728
  nChanged 958
		SP:Iteration 5F (142332.700000 sec): 3 clusters
  Score: Raw -1509561.028818 + Penalty 3109.172710 = -1506451.856108
  nChanged 911
		SP:Iteration 6F (142332.900000 sec): 3 clusters
  Score: Raw -1510138.367876 + Penalty 3109.172710 = -1507029.195166
  nChanged 698
		SP:Iteration 7Q (142333.180000 sec): 3 clusters
  Score: Raw -1510519.587570 + Penalty 3109.172710 = -1507410.414860
  nChanged 550
		SP:Iteration 8Q (142333.370000 sec): 3 clusters
  Score: Raw -1510762.419930 + Penalty 3109.172710 = -1507653.247220
  nChanged 405
		SP:Iteration 9Q (142333.630000 sec): 3 clusters
  Score: Raw -1510907.426333 + Penalty 3109.172710 = -1507798.253623
  nChanged 303
		SP:Iteration 10Q (142333.880000 sec): 3 clusters
  Score: Raw -1510994.468821 + Penalty 3109.172710 = -1507885.296111
  nChanged 212
		SP:Iteration 11Q (142334.120000 sec): 3 clusters
  Score: Raw -1511039.955919 + Penalty 3109.172710 = -1507930.783209
  nChanged 154
		SP:Iteration 12Q (142334.420000 sec): 3 clusters
  Score: Raw -1511068.126964 + Penalty 3109.172710 = -1507958.954254
  nChanged 132
		SP:Iteration 13Q (142334.670000 sec): 3 clusters
  Score: Raw -1511090.384391 + Penalty 3109.172710 = -1507981.211681
  nChanged 119
		SP:Iteration 14Q (142334.900000 sec): 3 clusters
  Score: Raw -1511111.144746 + Penalty 3109.172710 = -1508001.972036
  nChanged 120
		SP:Iteration 15Q (142335.200000 sec): 3 clusters
  Score: Raw -1511132.706882 + Penalty 3109.172710 = -1508023.534172
  nChanged 126
		SP:Iteration 16Q (142335.400000 sec): 3 clusters
  Score: Raw -1511156.788881 + Penalty 3109.172710 = -1508047.616171
  nChanged 125
		SP:Iteration 17Q (142335.620000 sec): 3 clusters
  Score: Raw -1511180.478525 + Penalty 3109.172710 = -1508071.305815
  nChanged 119
		SP:Iteration 18Q (142335.890000 sec): 3 clusters
  Score: Raw -1511201.764660 + Penalty 3109.172710 = -1508092.591950
  nChanged 120
		SP:Iteration 19Q (142336.120000 sec): 3 clusters
  Score: Raw -1511219.555949 + Penalty 3109.172710 = -1508110.383239
  nChanged 110
		SP:Iteration 20F (142336.360000 sec): 3 clusters
  Score: Raw -1511237.973723 + Penalty 3109.172710 = -1508128.801013
  nChanged 131
		SP:Iteration 21Q (142336.620000 sec): 3 clusters
  Score: Raw -1511262.210849 + Penalty 3109.172710 = -1508153.038139
  nChanged 130
		SP:Iteration 22Q (142336.850000 sec): 3 clusters
  Score: Raw -1511284.872972 + Penalty 3109.172710 = -1508175.700262
  nChanged 134
		SP:Iteration 23Q (142337.110000 sec): 3 clusters
  Score: Raw -1511309.602439 + Penalty 3109.172710 = -1508200.429729
  nChanged 141
		SP:Iteration 24Q (142337.310000 sec): 3 clusters
  Score: Raw -1511337.732059 + Penalty 3109.172710 = -1508228.559349
  nChanged 160
		SP:Iteration 25Q (142337.590000 sec): 3 clusters
  Score: Raw -1511368.383175 + Penalty 3109.172710 = -1508259.210465
  nChanged 166
		SP:Iteration 26Q (142337.800000 sec): 3 clusters
  Score: Raw -1511402.623112 + Penalty 3109.172710 = -1508293.450402
  nChanged 154
		SP:Iteration 27Q (142338.020000 sec): 3 clusters
  Score: Raw -1511431.921494 + Penalty 3109.172710 = -1508322.748784
  nChanged 152
		SP:Iteration 28Q (142338.270000 sec): 3 clusters
  Score: Raw -1511461.797374 + Penalty 3109.172710 = -1508352.624664
  nChanged 155
		SP:Iteration 29Q (142338.500000 sec): 3 clusters
  Score: Raw -1511498.602393 + Penalty 3109.172710 = -1508389.429683
  nChanged 160
		SP:Iteration 30Q (142338.740000 sec): 3 clusters
  Score: Raw -1511534.038072 + Penalty 3109.172710 = -1508424.865362
  nChanged 142
		SP:Iteration 31Q (142338.930000 sec): 3 clusters
  Score: Raw -1511565.215698 + Penalty 3109.172710 = -1508456.042988
  nChanged 146
		SP:Iteration 32Q (142339.190000 sec): 3 clusters
  Score: Raw -1511596.102667 + Penalty 3109.172710 = -1508486.929958
  nChanged 151
		SP:Iteration 33Q (142339.350000 sec): 3 clusters
  Score: Raw -1511624.793162 + Penalty 3109.172710 = -1508515.620452
  nChanged 148
		SP:Iteration 34Q (142339.560000 sec): 3 clusters
  Score: Raw -1511652.682415 + Penalty 3109.172710 = -1508543.509705
  nChanged 132
		SP:Iteration 35Q (142339.810000 sec): 3 clusters
  Score: Raw -1511679.116276 + Penalty 3109.172710 = -1508569.943566
  nChanged 127
		SP:Iteration 36Q (142340.010000 sec): 3 clusters
  Score: Raw -1511704.266501 + Penalty 3109.172710 = -1508595.093791
  nChanged 138
		SP:Iteration 37Q (142340.220000 sec): 3 clusters
  Score: Raw -1511732.250011 + Penalty 3109.172710 = -1508623.077301
  nChanged 138
		SP:Iteration 38Q (142340.450000 sec): 3 clusters
  Score: Raw -1511760.774407 + Penalty 3109.172710 = -1508651.601697
  nChanged 134
		SP:Iteration 39Q (142340.710000 sec): 3 clusters
  Score: Raw -1511788.492944 + Penalty 3109.172710 = -1508679.320234
  nChanged 124
		SP:Iteration 40F (142340.950000 sec): 3 clusters
  Score: Raw -1511815.275826 + Penalty 3109.172710 = -1508706.103116
  nChanged 126
		SP:Iteration 41Q (142341.190000 sec): 3 clusters
  Score: Raw -1511838.287379 + Penalty 3109.172710 = -1508729.114669
  nChanged 111
		SP:Iteration 42Q (142341.390000 sec): 3 clusters
  Score: Raw -1511856.040037 + Penalty 3109.172710 = -1508746.867327
  nChanged 105
		SP:Iteration 43Q (142341.600000 sec): 3 clusters
  Score: Raw -1511875.283894 + Penalty 3109.172710 = -1508766.111184
  nChanged 102
		SP:Iteration 44Q (142341.850000 sec): 3 clusters
  Score: Raw -1511896.779554 + Penalty 3109.172710 = -1508787.606845
  nChanged 116
		SP:Iteration 45Q (142342.120000 sec): 3 clusters
  Score: Raw -1511921.855503 + Penalty 3109.172710 = -1508812.682793
  nChanged 125
		SP:Iteration 46Q (142342.290000 sec): 3 clusters
  Score: Raw -1511951.620017 + Penalty 3109.172710 = -1508842.447307
  nChanged 129
		SP:Iteration 47Q (142342.510000 sec): 3 clusters
  Score: Raw -1511982.051864 + Penalty 3109.172710 = -1508872.879154
  nChanged 124
		SP:Iteration 48Q (142342.760000 sec): 3 clusters
  Score: Raw -1512013.766531 + Penalty 3109.172710 = -1508904.593821
  nChanged 143
		SP:Iteration 49Q (142343.020000 sec): 3 clusters
  Score: Raw -1512049.035049 + Penalty 3109.172710 = -1508939.862339
  nChanged 134
		SP:Iteration 50Q (142343.210000 sec): 3 clusters
  Score: Raw -1512079.120971 + Penalty 3109.172710 = -1508969.948261
  nChanged 113
		SP:Iteration 51Q (142343.440000 sec): 3 clusters
  Score: Raw -1512106.150860 + Penalty 3109.172710 = -1508996.978150
  nChanged 120
		SP:Iteration 52Q (142343.670000 sec): 3 clusters
  Score: Raw -1512135.351178 + Penalty 3109.172710 = -1509026.178468
  nChanged 121
		SP:Iteration 53Q (142343.880000 sec): 3 clusters
  Score: Raw -1512164.401584 + Penalty 3109.172710 = -1509055.228874
  nChanged 131
		SP:Iteration 54Q (142344.130000 sec): 3 clusters
  Score: Raw -1512193.365250 + Penalty 3109.172710 = -1509084.192540
  nChanged 88
		SP:Iteration 55Q (142344.350000 sec): 3 clusters
  Score: Raw -1512214.283843 + Penalty 3109.172710 = -1509105.111133
  nChanged 97
		SP:Iteration 56Q (142344.620000 sec): 3 clusters
  Score: Raw -1512236.866924 + Penalty 3109.172710 = -1509127.694214
  nChanged 88
		SP:Iteration 57Q (142344.800000 sec): 3 clusters
  Score: Raw -1512256.275378 + Penalty 3109.172710 = -1509147.102668
  nChanged 87
		SP:Iteration 58Q (142345.060000 sec): 3 clusters
  Score: Raw -1512276.567562 + Penalty 3109.172710 = -1509167.394852
  nChanged 86
		SP:Iteration 59Q (142345.250000 sec): 3 clusters
  Score: Raw -1512298.811409 + Penalty 3109.172710 = -1509189.638699
  nChanged 80
		SP:Iteration 60F (142345.460000 sec): 3 clusters
  Score: Raw -1512320.543174 + Penalty 3109.172710 = -1509211.370464
  nChanged 82
		SP:Iteration 61Q (142345.700000 sec): 3 clusters
  Score: Raw -1512341.852807 + Penalty 3109.172710 = -1509232.680097
  nChanged 82
		SP:Iteration 62Q (142345.950000 sec): 3 clusters
  Score: Raw -1512363.923699 + Penalty 3109.172710 = -1509254.750989
  nChanged 61
		SP:Iteration 63Q (142346.170000 sec): 3 clusters
  Score: Raw -1512379.899520 + Penalty 3109.172710 = -1509270.726810
  nChanged 60
		SP:Iteration 64Q (142346.390000 sec): 3 clusters
  Score: Raw -1512396.468666 + Penalty 3109.172710 = -1509287.295956
  nChanged 58
		SP:Iteration 65Q (142346.610000 sec): 3 clusters
  Score: Raw -1512411.287593 + Penalty 3109.172710 = -1509302.114883
  nChanged 55
		SP:Iteration 66Q (142346.820000 sec): 3 clusters
  Score: Raw -1512425.188115 + Penalty 3109.172710 = -1509316.015405
  nChanged 44
		SP:Iteration 67Q (142347.050000 sec): 3 clusters
  Score: Raw -1512436.346269 + Penalty 3109.172710 = -1509327.173559
  nChanged 42
		SP:Iteration 68Q (142347.280000 sec): 3 clusters
  Score: Raw -1512444.733383 + Penalty 3109.172710 = -1509335.560673
  nChanged 34
		SP:Iteration 69Q (142347.540000 sec): 3 clusters
  Score: Raw -1512451.789123 + Penalty 3109.172710 = -1509342.616413
  nChanged 35
		SP:Iteration 70Q (142347.740000 sec): 3 clusters
  Score: Raw -1512460.100664 + Penalty 3109.172710 = -1509350.927954
  nChanged 39
		SP:Iteration 71Q (142347.980000 sec): 3 clusters
  Score: Raw -1512470.054908 + Penalty 3109.172710 = -1509360.882198
  nChanged 29
		SP:Iteration 72Q (142348.210000 sec): 3 clusters
  Score: Raw -1512476.918912 + Penalty 3109.172710 = -1509367.746202
  nChanged 29
		SP:Iteration 73Q (142348.410000 sec): 3 clusters
  Score: Raw -1512484.322260 + Penalty 3109.172710 = -1509375.149550
  nChanged 40
		SP:Iteration 74Q (142348.660000 sec): 3 clusters
  Score: Raw -1512492.788099 + Penalty 3109.172710 = -1509383.615389
  nChanged 34
		SP:Iteration 75Q (142348.880000 sec): 3 clusters
  Score: Raw -1512501.029379 + Penalty 3109.172710 = -1509391.856669
  nChanged 27
		SP:Iteration 76Q (142349.070000 sec): 3 clusters
  Score: Raw -1512508.389562 + Penalty 3109.172710 = -1509399.216852
  nChanged 23
		SP:Iteration 77Q (142349.260000 sec): 3 clusters
  Score: Raw -1512513.621937 + Penalty 3109.172710 = -1509404.449227
  nChanged 24
		SP:Iteration 78Q (142349.520000 sec): 3 clusters
  Score: Raw -1512520.420092 + Penalty 3109.172710 = -1509411.247382
  nChanged 24
		SP:Iteration 79Q (142349.780000 sec): 3 clusters
  Score: Raw -1512528.004328 + Penalty 3109.172710 = -1509418.831618
  nChanged 25
		SP:Iteration 80F (142349.960000 sec): 3 clusters
  Score: Raw -1512534.008648 + Penalty 3109.172710 = -1509424.835938
  nChanged 14
		SP:Iteration 81Q (142350.190000 sec): 3 clusters
  Score: Raw -1512537.360604 + Penalty 3109.172710 = -1509428.187894
  nChanged 15
		SP:Iteration 82Q (142350.440000 sec): 3 clusters
  Score: Raw -1512540.336689 + Penalty 3109.172710 = -1509431.163979
  nChanged 6
		SP:Iteration 83Q (142350.680000 sec): 3 clusters
  Score: Raw -1512542.513157 + Penalty 3109.172710 = -1509433.340447
  nChanged 7
		SP:Iteration 84Q (142350.880000 sec): 3 clusters
  Score: Raw -1512544.400007 + Penalty 3109.172710 = -1509435.227297
  nChanged 10
		SP:Iteration 85Q (142351.100000 sec): 3 clusters
  Score: Raw -1512546.432939 + Penalty 3109.172710 = -1509437.260230
  nChanged 8
		SP:Iteration 86Q (142351.310000 sec): 3 clusters
  Score: Raw -1512548.129043 + Penalty 3109.172710 = -1509438.956333
  nChanged 3
		SP:Iteration 87Q (142351.530000 sec): 3 clusters
  Score: Raw -1512548.839963 + Penalty 3109.172710 = -1509439.667253
  nChanged 5
		SP:Iteration 88Q (142351.800000 sec): 3 clusters
  Score: Raw -1512549.595262 + Penalty 3109.172710 = -1509440.422552
  nChanged 3
		SP:Iteration 89Q (142351.980000 sec): 3 clusters
  Score: Raw -1512549.965197 + Penalty 3109.172710 = -1509440.792487
  nChanged 3
		SP:Iteration 90Q (142352.250000 sec): 3 clusters
  Score: Raw -1512550.542667 + Penalty 3109.172710 = -1509441.369957
  nChanged 2
		SP:Iteration 91Q (142352.460000 sec): 3 clusters
  Score: Raw -1512550.855456 + Penalty 3109.172710 = -1509441.682746
  nChanged 4
		SP:Iteration 92Q (142352.690000 sec): 3 clusters
  Score: Raw -1512551.479336 + Penalty 3109.172710 = -1509442.306626
  nChanged 5
		SP:Iteration 93Q (142352.950000 sec): 3 clusters
  Score: Raw -1512552.406085 + Penalty 3109.172710 = -1509443.233375
  nChanged 7
		SP:Iteration 94Q (142353.140000 sec): 3 clusters
  Score: Raw -1512553.788905 + Penalty 3109.172710 = -1509444.616195
  nChanged 6
		SP:Iteration 95Q (142353.360000 sec): 3 clusters
  Score: Raw -1512554.954558 + Penalty 3109.172710 = -1509445.781848
  nChanged 5
		SP:Iteration 96Q (142353.600000 sec): 3 clusters
  Score: Raw -1512555.859761 + Penalty 3109.172710 = -1509446.687051
  nChanged 4
		SP:Iteration 97Q (142353.820000 sec): 3 clusters
  Score: Raw -1512556.980238 + Penalty 3109.172710 = -1509447.807528
  nChanged 5
		SP:Iteration 98Q (142354.080000 sec): 3 clusters
  Score: Raw -1512557.869568 + Penalty 3109.172710 = -1509448.696858
  nChanged 3
		SP:Iteration 99Q (142354.320000 sec): 3 clusters
  Score: Raw -1512558.518150 + Penalty 3109.172710 = -1509449.345441
  nChanged 3
		SP:Iteration 100F (142354.530000 sec): 3 clusters
  Score: Raw -1512559.334327 + Penalty 3109.172710 = -1509450.161617
  nChanged 5
		SP:Iteration 101Q (142354.770000 sec): 3 clusters
  Score: Raw -1512560.498334 + Penalty 3109.172710 = -1509451.325624
  nChanged 7
		SP:Iteration 102Q (142354.940000 sec): 3 clusters
  Score: Raw -1512561.878320 + Penalty 3109.172710 = -1509452.705610
  nChanged 9
		SP:Iteration 103Q (142355.220000 sec): 3 clusters
  Score: Raw -1512563.871139 + Penalty 3109.172710 = -1509454.698429
  nChanged 7
		SP:Iteration 104Q (142355.420000 sec): 3 clusters
  Score: Raw -1512565.010275 + Penalty 3109.172710 = -1509455.837565
  nChanged 4
		SP:Iteration 105Q (142355.610000 sec): 3 clusters
  Score: Raw -1512565.719555 + Penalty 3109.172710 = -1509456.546845
  nChanged 6
		SP:Iteration 106Q (142355.840000 sec): 3 clusters
  Score: Raw -1512566.895342 + Penalty 3109.172710 = -1509457.722632
  nChanged 9
		SP:Iteration 107Q (142356.080000 sec): 3 clusters
  Score: Raw -1512568.745766 + Penalty 3109.172710 = -1509459.573056
  nChanged 4
		SP:Iteration 108Q (142356.310000 sec): 3 clusters
  Score: Raw -1512569.784924 + Penalty 3109.172710 = -1509460.612214
  nChanged 5
		SP:Iteration 109Q (142356.540000 sec): 3 clusters
  Score: Raw -1512571.039951 + Penalty 3109.172710 = -1509461.867241
  nChanged 5
		SP:Iteration 110Q (142356.720000 sec): 3 clusters
  Score: Raw -1512572.642224 + Penalty 3109.172710 = -1509463.469514
  nChanged 7
		SP:Iteration 111Q (142356.940000 sec): 3 clusters
  Score: Raw -1512574.838209 + Penalty 3109.172710 = -1509465.665499
  nChanged 8
		SP:Iteration 112Q (142357.180000 sec): 3 clusters
  Score: Raw -1512576.796031 + Penalty 3109.172710 = -1509467.623321
  nChanged 9
		SP:Iteration 113Q (142357.400000 sec): 3 clusters
  Score: Raw -1512578.754091 + Penalty 3109.172710 = -1509469.581381
  nChanged 8
		SP:Iteration 114Q (142357.660000 sec): 3 clusters
  Score: Raw -1512580.524230 + Penalty 3109.172710 = -1509471.351520
  nChanged 9
		SP:Iteration 115Q (142357.860000 sec): 3 clusters
  Score: Raw -1512581.893804 + Penalty 3109.172710 = -1509472.721094
  nChanged 2
		SP:Iteration 116Q (142358.100000 sec): 3 clusters
  Score: Raw -1512582.251254 + Penalty 3109.172710 = -1509473.078544
  nChanged 3
		SP:Iteration 117Q (142358.320000 sec): 3 clusters
  Score: Raw -1512582.971257 + Penalty 3109.172710 = -1509473.798547
  nChanged 2
		SP:Iteration 118Q (142358.520000 sec): 3 clusters
  Score: Raw -1512583.328597 + Penalty 3109.172710 = -1509474.155887
  nChanged 2
		SP:Iteration 119Q (142358.770000 sec): 3 clusters
  Score: Raw -1512583.700824 + Penalty 3109.172710 = -1509474.528114
  nChanged 3
		SP:Iteration 120F (142358.970000 sec): 3 clusters
  Score: Raw -1512584.209670 + Penalty 3109.172710 = -1509475.036960
  nChanged 4
		SP:Iteration 121Q (142359.200000 sec): 3 clusters
  Score: Raw -1512584.971391 + Penalty 3109.172710 = -1509475.798681
  nChanged 6
		SP:Iteration 122Q (142359.460000 sec): 3 clusters
  Score: Raw -1512586.476478 + Penalty 3109.172710 = -1509477.303768
  nChanged 4
		SP:Iteration 123Q (142359.710000 sec): 3 clusters
  Score: Raw -1512587.290464 + Penalty 3109.172710 = -1509478.117754
  nChanged 3
		SP:Iteration 124Q (142359.920000 sec): 3 clusters
  Score: Raw -1512587.709042 + Penalty 3109.172710 = -1509478.536332
  nChanged 1
		SP:Iteration 125Q (142360.180000 sec): 3 clusters
  Score: Raw -1512587.900454 + Penalty 3109.172710 = -1509478.727744
  nChanged 1
		SP:Iteration 126Q (142360.360000 sec): 3 clusters
  Score: Raw -1512588.046643 + Penalty 3109.172710 = -1509478.873933
  nChanged 1
		SP:Iteration 127Q (142360.630000 sec): 3 clusters
  Score: Raw -1512588.336874 + Penalty 3109.172710 = -1509479.164164
  nChanged 3
		SP:Iteration 128Q (142360.860000 sec): 3 clusters
  Score: Raw -1512589.274632 + Penalty 3109.172710 = -1509480.101922
  nChanged 4
		SP:Iteration 129Q (142361.070000 sec): 3 clusters
  Score: Raw -1512590.318293 + Penalty 3109.172710 = -1509481.145583
  nChanged 1
		SP:Iteration 130Q (142361.270000 sec): 3 clusters
  Score: Raw -1512590.683538 + Penalty 3109.172710 = -1509481.510828
  nChanged 2
		SP:Iteration 131Q (142361.500000 sec): 3 clusters
  Score: Raw -1512591.043352 + Penalty 3109.172710 = -1509481.870642
  nChanged 4
		SP:Iteration 132Q (142361.750000 sec): 3 clusters
  Score: Raw -1512591.995238 + Penalty 3109.172710 = -1509482.822528
  nChanged 2
		SP:Iteration 133Q (142361.950000 sec): 3 clusters
  Score: Raw -1512592.511448 + Penalty 3109.172710 = -1509483.338738
  nChanged 2
		SP:Iteration 134Q (142362.160000 sec): 3 clusters
  Score: Raw -1512592.894784 + Penalty 3109.172710 = -1509483.722074
  nChanged 1
		SP:Iteration 135Q (142362.390000 sec): 3 clusters
  Score: Raw -1512593.038663 + Penalty 3109.172710 = -1509483.865953
  nChanged 2
		SP:Iteration 136Q (142362.570000 sec): 3 clusters
  Score: Raw -1512593.645525 + Penalty 3109.172710 = -1509484.472815
  nChanged 3
		SP:Iteration 137Q (142362.850000 sec): 3 clusters
  Score: Raw -1512594.533693 + Penalty 3109.172710 = -1509485.360983
  nChanged 3
		SP:Iteration 138Q (142363.030000 sec): 3 clusters
  Score: Raw -1512595.220422 + Penalty 3109.172710 = -1509486.047712
  nChanged 5
		SP:Iteration 139Q (142363.290000 sec): 3 clusters
  Score: Raw -1512596.366624 + Penalty 3109.172710 = -1509487.193914
  nChanged 1
		SP:Iteration 140F (142363.480000 sec): 3 clusters
  Score: Raw -1512596.710055 + Penalty 3109.172710 = -1509487.537345
  nChanged 1
		SP:Iteration 141Q (142363.730000 sec): 3 clusters
  Score: Raw -1512596.876659 + Penalty 3109.172710 = -1509487.703949
  nChanged 0
		SP:Iteration 142F (142363.950000 sec): 3 clusters
  Score: Raw -1512596.876659 + Penalty 3109.172710 = -1509487.703949
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20590 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142364.140000 sec): 2 clusters
  Score: Raw -2278354.945113 + Penalty 1614.041130 = -2276740.903983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142364.450000 sec): 3 clusters
  Score: Raw -2265911.007233 + Penalty 3228.082260 = -2262682.924973
  nChanged 9279
		SP:Iteration 1F (142364.730000 sec): 3 clusters
  Score: Raw -2270989.059743 + Penalty 3228.082260 = -2267760.977483
  nChanged 911
		SP:Iteration 2Q (142365.000000 sec): 3 clusters
  Score: Raw -2271293.264913 + Penalty 3228.082260 = -2268065.182653
  nChanged 840
		SP:Iteration 3Q (142365.240000 sec): 3 clusters
  Score: Raw -2271557.682927 + Penalty 3228.082260 = -2268329.600667
  nChanged 781
		SP:Iteration 4Q (142365.510000 sec): 3 clusters
  Score: Raw -2271806.496928 + Penalty 3228.082260 = -2268578.414668
  nChanged 737
		SP:Iteration 5Q (142365.790000 sec): 3 clusters
  Score: Raw -2272100.314975 + Penalty 3228.082260 = -2268872.232715
  nChanged 846
		SP:Iteration 6Q (142366.050000 sec): 3 clusters
  Score: Raw -2272512.985911 + Penalty 3228.082260 = -2269284.903651
  nChanged 1012
		SP:Iteration 7Q (142366.220000 sec): 3 clusters
  Score: Raw -2273142.255354 + Penalty 3228.082260 = -2269914.173094
  nChanged 1188
		SP:Iteration 8F (142366.490000 sec): 3 clusters
  Score: Raw -2273988.969124 + Penalty 3228.082260 = -2270760.886864
  nChanged 1244
		SP:Iteration 9F (142366.740000 sec): 3 clusters
  Score: Raw -2274980.594097 + Penalty 3228.082260 = -2271752.511837
  nChanged 1146
		SP:Iteration 10F (142366.990000 sec): 3 clusters
  Score: Raw -2275964.372786 + Penalty 3228.082260 = -2272736.290526
  nChanged 976
		SP:Iteration 11Q (142367.300000 sec): 3 clusters
  Score: Raw -2276842.786897 + Penalty 3228.082260 = -2273614.704637
  nChanged 721
		SP:Iteration 12Q (142367.630000 sec): 3 clusters
  Score: Raw -2277511.810990 + Penalty 3228.082260 = -2274283.728730
  nChanged 437
		SP:Iteration 13Q (142367.890000 sec): 3 clusters
  Score: Raw -2277894.557055 + Penalty 3228.082260 = -2274666.474795
  nChanged 289
		SP:Iteration 14Q (142368.150000 sec): 3 clusters
  Score: Raw -2278137.766718 + Penalty 3228.082260 = -2274909.684458
  nChanged 162
		SP:Iteration 15Q (142368.400000 sec): 3 clusters
  Score: Raw -2278289.572768 + Penalty 3228.082260 = -2275061.490508
  nChanged 106
		SP:Iteration 16Q (142368.680000 sec): 3 clusters
  Score: Raw -2278389.267387 + Penalty 3228.082260 = -2275161.185127
  nChanged 49
		SP:Iteration 17Q (142368.950000 sec): 3 clusters
  Score: Raw -2278434.097823 + Penalty 3228.082260 = -2275206.015563
  nChanged 29
		SP:Iteration 18Q (142369.150000 sec): 3 clusters
  Score: Raw -2278465.330141 + Penalty 3228.082260 = -2275237.247881
  nChanged 19
		SP:Iteration 19Q (142369.400000 sec): 3 clusters
  Score: Raw -2278481.938728 + Penalty 3228.082260 = -2275253.856468
  nChanged 13
		SP:Iteration 20F (142369.660000 sec): 3 clusters
  Score: Raw -2278496.173526 + Penalty 3228.082260 = -2275268.091266
  nChanged 8
		SP:Iteration 21Q (142369.940000 sec): 3 clusters
  Score: Raw -2278503.494055 + Penalty 3228.082260 = -2275275.411795
  nChanged 4
		SP:Iteration 22Q (142370.130000 sec): 3 clusters
  Score: Raw -2278506.990167 + Penalty 3228.082260 = -2275278.907907
  nChanged 4
		SP:Iteration 23Q (142370.350000 sec): 3 clusters
  Score: Raw -2278509.557187 + Penalty 3228.082260 = -2275281.474927
  nChanged 2
		SP:Iteration 24Q (142370.620000 sec): 3 clusters
  Score: Raw -2278510.957185 + Penalty 3228.082260 = -2275282.874925
  nChanged 2
		SP:Iteration 25Q (142370.870000 sec): 3 clusters
  Score: Raw -2278513.206078 + Penalty 3228.082260 = -2275285.123818
  nChanged 4
		SP:Iteration 26Q (142371.070000 sec): 3 clusters
  Score: Raw -2278517.385965 + Penalty 3228.082260 = -2275289.303705
  nChanged 4
		SP:Iteration 27Q (142371.310000 sec): 3 clusters
  Score: Raw -2278519.557037 + Penalty 3228.082260 = -2275291.474777
  nChanged 1
		SP:Iteration 28Q (142371.540000 sec): 3 clusters
  Score: Raw -2278520.558407 + Penalty 3228.082260 = -2275292.476147
  nChanged 0
		SP:Iteration 29F (142371.810000 sec): 3 clusters
  Score: Raw -2278520.558407 + Penalty 3228.082260 = -2275292.476147
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142371.920000 sec): 2 clusters
  Score: Raw -404847.900060 + Penalty 1355.672773 = -403492.227287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142372.120000 sec): 3 clusters
  Score: Raw -402677.776361 + Penalty 2711.345546 = -399966.430815
  nChanged 1713
		SP:Iteration 1F (142372.290000 sec): 3 clusters
  Score: Raw -403694.634231 + Penalty 2711.345546 = -400983.288685
  nChanged 351
		SP:Iteration 2F (142372.450000 sec): 3 clusters
  Score: Raw -403932.686103 + Penalty 2711.345546 = -401221.340556
  nChanged 270
		SP:Iteration 3F (142372.660000 sec): 3 clusters
  Score: Raw -404100.261120 + Penalty 2711.345546 = -401388.915574
  nChanged 197
		SP:Iteration 4Q (142372.840000 sec): 3 clusters
  Score: Raw -404213.283200 + Penalty 2711.345546 = -401501.937654
  nChanged 154
		SP:Iteration 5Q (142373.040000 sec): 3 clusters
  Score: Raw -404318.114642 + Penalty 2711.345546 = -401606.769095
  nChanged 155
		SP:Iteration 6Q (142373.220000 sec): 3 clusters
  Score: Raw -404435.435890 + Penalty 2711.345546 = -401724.090343
  nChanged 162
		SP:Iteration 7Q (142373.440000 sec): 3 clusters
  Score: Raw -404571.606857 + Penalty 2711.345546 = -401860.261311
  nChanged 164
		SP:Iteration 8Q (142373.630000 sec): 3 clusters
  Score: Raw -404732.126895 + Penalty 2711.345546 = -402020.781349
  nChanged 189
		SP:Iteration 9Q (142373.810000 sec): 3 clusters
  Score: Raw -404955.394757 + Penalty 2711.345546 = -402244.049210
  nChanged 212
		SP:Iteration 10F (142373.960000 sec): 3 clusters
  Score: Raw -405154.021030 + Penalty 2711.345546 = -402442.675484
  nChanged 191
		SP:Iteration 11Q (142374.160000 sec): 3 clusters
  Score: Raw -405310.908898 + Penalty 2711.345546 = -402599.563352
  nChanged 134
		SP:Iteration 12Q (142374.340000 sec): 3 clusters
  Score: Raw -405408.434134 + Penalty 2711.345546 = -402697.088588
  nChanged 117
		SP:Iteration 13Q (142374.520000 sec): 3 clusters
  Score: Raw -405474.267130 + Penalty 2711.345546 = -402762.921584
  nChanged 67
		SP:Iteration 14Q (142374.720000 sec): 3 clusters
  Score: Raw -405511.995472 + Penalty 2711.345546 = -402800.649926
  nChanged 59
		SP:Iteration 15Q (142374.900000 sec): 3 clusters
  Score: Raw -405543.294653 + Penalty 2711.345546 = -402831.949107
  nChanged 52
		SP:Iteration 16Q (142375.080000 sec): 3 clusters
  Score: Raw -405573.066614 + Penalty 2711.345546 = -402861.721067
  nChanged 60
		SP:Iteration 17Q (142375.300000 sec): 3 clusters
  Score: Raw -405599.935838 + Penalty 2711.345546 = -402888.590292
  nChanged 48
		SP:Iteration 18Q (142375.480000 sec): 3 clusters
  Score: Raw -405617.683201 + Penalty 2711.345546 = -402906.337655
  nChanged 36
		SP:Iteration 19Q (142375.700000 sec): 3 clusters
  Score: Raw -405638.191435 + Penalty 2711.345546 = -402926.845888
  nChanged 26
		SP:Iteration 20F (142375.850000 sec): 3 clusters
  Score: Raw -405652.305414 + Penalty 2711.345546 = -402940.959868
  nChanged 29
		SP:Iteration 21Q (142376.030000 sec): 3 clusters
  Score: Raw -405668.563184 + Penalty 2711.345546 = -402957.217637
  nChanged 31
		SP:Iteration 22Q (142376.210000 sec): 3 clusters
  Score: Raw -405683.423231 + Penalty 2711.345546 = -402972.077685
  nChanged 29
		SP:Iteration 23Q (142376.420000 sec): 3 clusters
  Score: Raw -405693.875268 + Penalty 2711.345546 = -402982.529722
  nChanged 17
		SP:Iteration 24Q (142376.580000 sec): 3 clusters
  Score: Raw -405698.471230 + Penalty 2711.345546 = -402987.125684
  nChanged 13
		SP:Iteration 25Q (142376.770000 sec): 3 clusters
  Score: Raw -405703.617347 + Penalty 2711.345546 = -402992.271800
  nChanged 14
		SP:Iteration 26Q (142376.960000 sec): 3 clusters
  Score: Raw -405710.408025 + Penalty 2711.345546 = -402999.062479
  nChanged 14
		SP:Iteration 27Q (142377.140000 sec): 3 clusters
  Score: Raw -405714.703907 + Penalty 2711.345546 = -403003.358361
  nChanged 10
		SP:Iteration 28Q (142377.360000 sec): 3 clusters
  Score: Raw -405717.658181 + Penalty 2711.345546 = -403006.312635
  nChanged 9
		SP:Iteration 29Q (142377.520000 sec): 3 clusters
  Score: Raw -405720.209357 + Penalty 2711.345546 = -403008.863810
  nChanged 10
		SP:Iteration 30Q (142377.710000 sec): 3 clusters
  Score: Raw -405723.653233 + Penalty 2711.345546 = -403012.307687
  nChanged 11
		SP:Iteration 31Q (142377.900000 sec): 3 clusters
  Score: Raw -405727.283372 + Penalty 2711.345546 = -403015.937826
  nChanged 12
		SP:Iteration 32Q (142378.090000 sec): 3 clusters
  Score: Raw -405731.398294 + Penalty 2711.345546 = -403020.052747
  nChanged 5
		SP:Iteration 33Q (142378.300000 sec): 3 clusters
  Score: Raw -405733.442425 + Penalty 2711.345546 = -403022.096878
  nChanged 2
		SP:Iteration 34Q (142378.460000 sec): 3 clusters
  Score: Raw -405734.021399 + Penalty 2711.345546 = -403022.675852
  nChanged 4
		SP:Iteration 35Q (142378.650000 sec): 3 clusters
  Score: Raw -405735.464289 + Penalty 2711.345546 = -403024.118743
  nChanged 7
		SP:Iteration 36Q (142378.830000 sec): 3 clusters
  Score: Raw -405737.549223 + Penalty 2711.345546 = -403026.203677
  nChanged 5
		SP:Iteration 37Q (142379.020000 sec): 3 clusters
  Score: Raw -405739.046686 + Penalty 2711.345546 = -403027.701139
  nChanged 5
		SP:Iteration 38Q (142379.240000 sec): 3 clusters
  Score: Raw -405739.735319 + Penalty 2711.345546 = -403028.389773
  nChanged 4
		SP:Iteration 39Q (142379.430000 sec): 3 clusters
  Score: Raw -405740.745082 + Penalty 2711.345546 = -403029.399535
  nChanged 2
		SP:Iteration 40F (142379.620000 sec): 3 clusters
  Score: Raw -405741.210171 + Penalty 2711.345546 = -403029.864625
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142379.780000 sec): 2 clusters
  Score: Raw -1196848.744906 + Penalty 1515.935568 = -1195332.809338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142379.970000 sec): 3 clusters
  Score: Raw -1190378.190872 + Penalty 3031.871136 = -1187346.319736
  nChanged 4889
		SP:Iteration 1F (142380.180000 sec): 3 clusters
  Score: Raw -1193163.103349 + Penalty 3031.871136 = -1190131.232212
  nChanged 790
		SP:Iteration 2F (142380.420000 sec): 3 clusters
  Score: Raw -1193627.812587 + Penalty 3031.871136 = -1190595.941450
  nChanged 740
		SP:Iteration 3F (142380.640000 sec): 3 clusters
  Score: Raw -1194156.595977 + Penalty 3031.871136 = -1191124.724841
  nChanged 721
		SP:Iteration 4F (142380.860000 sec): 3 clusters
  Score: Raw -1194755.291166 + Penalty 3031.871136 = -1191723.420029
  nChanged 748
		SP:Iteration 5F (142381.120000 sec): 3 clusters
  Score: Raw -1195427.901252 + Penalty 3031.871136 = -1192396.030116
  nChanged 788
		SP:Iteration 6F (142381.330000 sec): 3 clusters
  Score: Raw -1196123.025844 + Penalty 3031.871136 = -1193091.154708
  nChanged 711
		SP:Iteration 7F (142381.540000 sec): 3 clusters
  Score: Raw -1196801.950962 + Penalty 3031.871136 = -1193770.079826
  nChanged 585
		SP:Iteration 8F (142381.730000 sec): 3 clusters
  Score: Raw -1197325.714549 + Penalty 3031.871136 = -1194293.843412
  nChanged 425
		SP:Iteration 9Q (142381.920000 sec): 3 clusters
  Score: Raw -1197645.787797 + Penalty 3031.871136 = -1194613.916661
  nChanged 303
		SP:Iteration 10Q (142382.150000 sec): 3 clusters
  Score: Raw -1197824.558869 + Penalty 3031.871136 = -1194792.687733
  nChanged 210
		SP:Iteration 11Q (142382.380000 sec): 3 clusters
  Score: Raw -1197913.836859 + Penalty 3031.871136 = -1194881.965722
  nChanged 137
		SP:Iteration 12Q (142382.590000 sec): 3 clusters
  Score: Raw -1197952.714470 + Penalty 3031.871136 = -1194920.843334
  nChanged 85
		SP:Iteration 13Q (142382.820000 sec): 3 clusters
  Score: Raw -1197971.964763 + Penalty 3031.871136 = -1194940.093627
  nChanged 54
		SP:Iteration 14Q (142383.020000 sec): 3 clusters
  Score: Raw -1197981.127810 + Penalty 3031.871136 = -1194949.256674
  nChanged 40
		SP:Iteration 15Q (142383.220000 sec): 3 clusters
  Score: Raw -1197988.581051 + Penalty 3031.871136 = -1194956.709914
  nChanged 41
		SP:Iteration 16Q (142383.460000 sec): 3 clusters
  Score: Raw -1197995.619540 + Penalty 3031.871136 = -1194963.748404
  nChanged 27
		SP:Iteration 17Q (142383.660000 sec): 3 clusters
  Score: Raw -1198000.041203 + Penalty 3031.871136 = -1194968.170066
  nChanged 18
		SP:Iteration 18Q (142383.900000 sec): 3 clusters
  Score: Raw -1198002.651110 + Penalty 3031.871136 = -1194970.779974
  nChanged 22
		SP:Iteration 19Q (142384.110000 sec): 3 clusters
  Score: Raw -1198005.560733 + Penalty 3031.871136 = -1194973.689596
  nChanged 23
		SP:Iteration 20F (142384.310000 sec): 3 clusters
  Score: Raw -1198007.976145 + Penalty 3031.871136 = -1194976.105008
  nChanged 15
		SP:Iteration 21Q (142384.530000 sec): 3 clusters
  Score: Raw -1198009.626395 + Penalty 3031.871136 = -1194977.755259
  nChanged 13
		SP:Iteration 22Q (142384.750000 sec): 3 clusters
  Score: Raw -1198010.891718 + Penalty 3031.871136 = -1194979.020581
  nChanged 6
		SP:Iteration 23Q (142384.980000 sec): 3 clusters
  Score: Raw -1198011.593867 + Penalty 3031.871136 = -1194979.722731
  nChanged 8
		SP:Iteration 24Q (142385.200000 sec): 3 clusters
  Score: Raw -1198012.129451 + Penalty 3031.871136 = -1194980.258315
  nChanged 5
		SP:Iteration 25Q (142385.360000 sec): 3 clusters
  Score: Raw -1198012.474648 + Penalty 3031.871136 = -1194980.603511
  nChanged 5
		SP:Iteration 26Q (142385.580000 sec): 3 clusters
  Score: Raw -1198013.236446 + Penalty 3031.871136 = -1194981.365309
  nChanged 4
		SP:Iteration 27Q (142385.790000 sec): 3 clusters
  Score: Raw -1198013.617353 + Penalty 3031.871136 = -1194981.746216
  nChanged 2
		SP:Iteration 28Q (142385.990000 sec): 3 clusters
  Score: Raw -1198013.791239 + Penalty 3031.871136 = -1194981.920103
  nChanged 1
		SP:Iteration 29Q (142386.220000 sec): 3 clusters
  Score: Raw -1198013.854369 + Penalty 3031.871136 = -1194981.983233
  nChanged 5
		SP:Iteration 30Q (142386.460000 sec): 3 clusters
  Score: Raw -1198014.447384 + Penalty 3031.871136 = -1194982.576248
  nChanged 8
		SP:Iteration 31Q (142386.690000 sec): 3 clusters
  Score: Raw -1198015.276322 + Penalty 3031.871136 = -1194983.405186
  nChanged 9
		SP:Iteration 32Q (142386.860000 sec): 3 clusters
  Score: Raw -1198016.595453 + Penalty 3031.871136 = -1194984.724317
  nChanged 9
		SP:Iteration 33Q (142387.090000 sec): 3 clusters
  Score: Raw -1198017.937032 + Penalty 3031.871136 = -1194986.065896
  nChanged 9
		SP:Iteration 34Q (142387.290000 sec): 3 clusters
  Score: Raw -1198018.927494 + Penalty 3031.871136 = -1194987.056357
  nChanged 7
		SP:Iteration 35Q (142387.500000 sec): 3 clusters
  Score: Raw -1198019.512330 + Penalty 3031.871136 = -1194987.641194
  nChanged 3
		SP:Iteration 36Q (142387.700000 sec): 3 clusters
  Score: Raw -1198019.727475 + Penalty 3031.871136 = -1194987.856339
  nChanged 4
		SP:Iteration 37Q (142387.920000 sec): 3 clusters
  Score: Raw -1198020.027032 + Penalty 3031.871136 = -1194988.155896
  nChanged 4
		SP:Iteration 38Q (142388.110000 sec): 3 clusters
  Score: Raw -1198020.288986 + Penalty 3031.871136 = -1194988.417850
  nChanged 4
		SP:Iteration 39Q (142388.340000 sec): 3 clusters
  Score: Raw -1198020.537963 + Penalty 3031.871136 = -1194988.666827
  nChanged 2
		SP:Iteration 40F (142388.560000 sec): 3 clusters
  Score: Raw -1198020.638307 + Penalty 3031.871136 = -1194988.767171
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142388.680000 sec): 2 clusters
  Score: Raw -488823.334942 + Penalty 1364.411843 = -487458.923099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142388.850000 sec): 3 clusters
  Score: Raw -486539.376732 + Penalty 2728.823686 = -483810.553046
  nChanged 1780
		SP:Iteration 1F (142389.040000 sec): 3 clusters
  Score: Raw -487499.596638 + Penalty 2728.823686 = -484770.772953
  nChanged 316
		SP:Iteration 2F (142389.240000 sec): 3 clusters
  Score: Raw -487673.253397 + Penalty 2728.823686 = -484944.429712
  nChanged 217
		SP:Iteration 3Q (142389.440000 sec): 3 clusters
  Score: Raw -487775.537890 + Penalty 2728.823686 = -485046.714204
  nChanged 160
		SP:Iteration 4Q (142389.630000 sec): 3 clusters
  Score: Raw -487853.677396 + Penalty 2728.823686 = -485124.853710
  nChanged 144
		SP:Iteration 5Q (142389.840000 sec): 3 clusters
  Score: Raw -487916.926927 + Penalty 2728.823686 = -485188.103241
  nChanged 116
		SP:Iteration 6Q (142390.060000 sec): 3 clusters
  Score: Raw -487965.721526 + Penalty 2728.823686 = -485236.897841
  nChanged 104
		SP:Iteration 7Q (142390.240000 sec): 3 clusters
  Score: Raw -488011.432587 + Penalty 2728.823686 = -485282.608902
  nChanged 99
		SP:Iteration 8Q (142390.400000 sec): 3 clusters
  Score: Raw -488054.870398 + Penalty 2728.823686 = -485326.046712
  nChanged 91
		SP:Iteration 9Q (142390.570000 sec): 3 clusters
  Score: Raw -488095.196604 + Penalty 2728.823686 = -485366.372918
  nChanged 70
		SP:Iteration 10Q (142390.720000 sec): 3 clusters
  Score: Raw -488124.951992 + Penalty 2728.823686 = -485396.128307
  nChanged 60
		SP:Iteration 11Q (142390.910000 sec): 3 clusters
  Score: Raw -488147.987935 + Penalty 2728.823686 = -485419.164250
  nChanged 57
		SP:Iteration 12Q (142391.060000 sec): 3 clusters
  Score: Raw -488174.271539 + Penalty 2728.823686 = -485445.447853
  nChanged 69
		SP:Iteration 13Q (142391.210000 sec): 3 clusters
  Score: Raw -488205.282789 + Penalty 2728.823686 = -485476.459103
  nChanged 55
		SP:Iteration 14Q (142391.400000 sec): 3 clusters
  Score: Raw -488227.750606 + Penalty 2728.823686 = -485498.926921
  nChanged 57
		SP:Iteration 15Q (142391.590000 sec): 3 clusters
  Score: Raw -488251.449253 + Penalty 2728.823686 = -485522.625567
  nChanged 48
		SP:Iteration 16Q (142391.770000 sec): 3 clusters
  Score: Raw -488269.059749 + Penalty 2728.823686 = -485540.236064
  nChanged 44
		SP:Iteration 17Q (142391.990000 sec): 3 clusters
  Score: Raw -488290.406466 + Penalty 2728.823686 = -485561.582780
  nChanged 49
		SP:Iteration 18Q (142392.170000 sec): 3 clusters
  Score: Raw -488312.920356 + Penalty 2728.823686 = -485584.096670
  nChanged 45
		SP:Iteration 19Q (142392.320000 sec): 3 clusters
  Score: Raw -488339.787016 + Penalty 2728.823686 = -485610.963330
  nChanged 57
		SP:Iteration 20F (142392.520000 sec): 3 clusters
  Score: Raw -488371.814749 + Penalty 2728.823686 = -485642.991064
  nChanged 64
		SP:Iteration 21Q (142392.710000 sec): 3 clusters
  Score: Raw -488400.070526 + Penalty 2728.823686 = -485671.246840
  nChanged 59
		SP:Iteration 22Q (142392.870000 sec): 3 clusters
  Score: Raw -488423.103853 + Penalty 2728.823686 = -485694.280167
  nChanged 57
		SP:Iteration 23Q (142393.100000 sec): 3 clusters
  Score: Raw -488449.395839 + Penalty 2728.823686 = -485720.572154
  nChanged 64
		SP:Iteration 24Q (142393.300000 sec): 3 clusters
  Score: Raw -488479.444458 + Penalty 2728.823686 = -485750.620772
  nChanged 67
		SP:Iteration 25Q (142393.450000 sec): 3 clusters
  Score: Raw -488518.004294 + Penalty 2728.823686 = -485789.180609
  nChanged 57
		SP:Iteration 26Q (142393.610000 sec): 3 clusters
  Score: Raw -488553.032840 + Penalty 2728.823686 = -485824.209155
  nChanged 66
		SP:Iteration 27Q (142393.820000 sec): 3 clusters
  Score: Raw -488589.538693 + Penalty 2728.823686 = -485860.715007
  nChanged 73
		SP:Iteration 28Q (142393.970000 sec): 3 clusters
  Score: Raw -488631.681655 + Penalty 2728.823686 = -485902.857969
  nChanged 60
		SP:Iteration 29Q (142394.210000 sec): 3 clusters
  Score: Raw -488666.889242 + Penalty 2728.823686 = -485938.065556
  nChanged 56
		SP:Iteration 30Q (142394.400000 sec): 3 clusters
  Score: Raw -488698.199283 + Penalty 2728.823686 = -485969.375598
  nChanged 41
		SP:Iteration 31Q (142394.540000 sec): 3 clusters
  Score: Raw -488724.045224 + Penalty 2728.823686 = -485995.221539
  nChanged 44
		SP:Iteration 32Q (142394.740000 sec): 3 clusters
  Score: Raw -488742.983899 + Penalty 2728.823686 = -486014.160214
  nChanged 32
		SP:Iteration 33Q (142394.930000 sec): 3 clusters
  Score: Raw -488757.624137 + Penalty 2728.823686 = -486028.800451
  nChanged 30
		SP:Iteration 34Q (142395.110000 sec): 3 clusters
  Score: Raw -488775.541475 + Penalty 2728.823686 = -486046.717790
  nChanged 24
		SP:Iteration 35Q (142395.280000 sec): 3 clusters
  Score: Raw -488789.436637 + Penalty 2728.823686 = -486060.612951
  nChanged 28
		SP:Iteration 36Q (142395.470000 sec): 3 clusters
  Score: Raw -488804.857875 + Penalty 2728.823686 = -486076.034189
  nChanged 28
		SP:Iteration 37Q (142395.660000 sec): 3 clusters
  Score: Raw -488820.604048 + Penalty 2728.823686 = -486091.780362
  nChanged 26
		SP:Iteration 38Q (142395.880000 sec): 3 clusters
  Score: Raw -488833.338868 + Penalty 2728.823686 = -486104.515182
  nChanged 23
		SP:Iteration 39Q (142396.020000 sec): 3 clusters
  Score: Raw -488843.330010 + Penalty 2728.823686 = -486114.506325
  nChanged 14
		SP:Iteration 40F (142396.230000 sec): 3 clusters
  Score: Raw -488848.984116 + Penalty 2728.823686 = -486120.160430
  nChanged 13
		SP:Iteration 41Q (142396.380000 sec): 3 clusters
  Score: Raw -488856.716194 + Penalty 2728.823686 = -486127.892509
  nChanged 17
		SP:Iteration 42Q (142396.570000 sec): 3 clusters
  Score: Raw -488866.881012 + Penalty 2728.823686 = -486138.057327
  nChanged 12
		SP:Iteration 43Q (142396.740000 sec): 3 clusters
  Score: Raw -488873.209855 + Penalty 2728.823686 = -486144.386170
  nChanged 16
		SP:Iteration 44Q (142396.920000 sec): 3 clusters
  Score: Raw -488882.477586 + Penalty 2728.823686 = -486153.653900
  nChanged 15
		SP:Iteration 45Q (142397.080000 sec): 3 clusters
  Score: Raw -488890.101136 + Penalty 2728.823686 = -486161.277451
  nChanged 19
		SP:Iteration 46Q (142397.250000 sec): 3 clusters
  Score: Raw -488899.187607 + Penalty 2728.823686 = -486170.363921
  nChanged 17
		SP:Iteration 47Q (142397.460000 sec): 3 clusters
  Score: Raw -488906.712092 + Penalty 2728.823686 = -486177.888406
  nChanged 12
		SP:Iteration 48Q (142397.640000 sec): 3 clusters
  Score: Raw -488912.587770 + Penalty 2728.823686 = -486183.764084
  nChanged 12
		SP:Iteration 49Q (142397.800000 sec): 3 clusters
  Score: Raw -488919.268863 + Penalty 2728.823686 = -486190.445177
  nChanged 10
		SP:Iteration 50Q (142398.000000 sec): 3 clusters
  Score: Raw -488924.543518 + Penalty 2728.823686 = -486195.719833
  nChanged 14
		SP:Iteration 51Q (142398.190000 sec): 3 clusters
  Score: Raw -488929.801277 + Penalty 2728.823686 = -486200.977592
  nChanged 12
		SP:Iteration 52Q (142398.360000 sec): 3 clusters
  Score: Raw -488935.045612 + Penalty 2728.823686 = -486206.221927
  nChanged 6
		SP:Iteration 53Q (142398.540000 sec): 3 clusters
  Score: Raw -488938.028926 + Penalty 2728.823686 = -486209.205240
  nChanged 6
		SP:Iteration 54Q (142398.740000 sec): 3 clusters
  Score: Raw -488940.196118 + Penalty 2728.823686 = -486211.372432
  nChanged 5
		SP:Iteration 55Q (142398.920000 sec): 3 clusters
  Score: Raw -488942.383308 + Penalty 2728.823686 = -486213.559622
  nChanged 8
		SP:Iteration 56Q (142399.110000 sec): 3 clusters
  Score: Raw -488946.438132 + Penalty 2728.823686 = -486217.614447
  nChanged 6
		SP:Iteration 57Q (142399.280000 sec): 3 clusters
  Score: Raw -488951.090131 + Penalty 2728.823686 = -486222.266446
  nChanged 7
		SP:Iteration 58Q (142399.520000 sec): 3 clusters
  Score: Raw -488955.500611 + Penalty 2728.823686 = -486226.676925
  nChanged 8
		SP:Iteration 59Q (142399.710000 sec): 3 clusters
  Score: Raw -488959.870950 + Penalty 2728.823686 = -486231.047264
  nChanged 13
		SP:Iteration 60F (142399.910000 sec): 3 clusters
  Score: Raw -488968.325332 + Penalty 2728.823686 = -486239.501646
  nChanged 8
		SP:Iteration 61Q (142400.080000 sec): 3 clusters
  Score: Raw -488974.285118 + Penalty 2728.823686 = -486245.461432
  nChanged 12
		SP:Iteration 62Q (142400.280000 sec): 3 clusters
  Score: Raw -488982.461064 + Penalty 2728.823686 = -486253.637378
  nChanged 11
		SP:Iteration 63Q (142400.460000 sec): 3 clusters
  Score: Raw -488986.638726 + Penalty 2728.823686 = -486257.815040
  nChanged 6
		SP:Iteration 64Q (142400.640000 sec): 3 clusters
  Score: Raw -488990.192436 + Penalty 2728.823686 = -486261.368751
  nChanged 8
		SP:Iteration 65Q (142400.840000 sec): 3 clusters
  Score: Raw -488993.032507 + Penalty 2728.823686 = -486264.208821
  nChanged 4
		SP:Iteration 66Q (142401.000000 sec): 3 clusters
  Score: Raw -488994.057738 + Penalty 2728.823686 = -486265.234053
  nChanged 1
		SP:Iteration 67Q (142401.200000 sec): 3 clusters
  Score: Raw -488994.674608 + Penalty 2728.823686 = -486265.850922
  nChanged 4
		SP:Iteration 68Q (142401.380000 sec): 3 clusters
  Score: Raw -488996.134260 + Penalty 2728.823686 = -486267.310574
  nChanged 1
		SP:Iteration 69Q (142401.560000 sec): 3 clusters
  Score: Raw -488996.379870 + Penalty 2728.823686 = -486267.556184
  nChanged 0
		SP:Iteration 70F (142401.750000 sec): 3 clusters
  Score: Raw -488996.379870 + Penalty 2728.823686 = -486267.556184
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142401.820000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142401.960000 sec): 3 clusters
  Score: Raw -428516.900087 + Penalty 2689.248883 = -425827.651205
  nChanged 1525
		SP:Iteration 1F (142402.170000 sec): 3 clusters
  Score: Raw -429339.176596 + Penalty 2689.248883 = -426649.927714
  nChanged 277
		SP:Iteration 2F (142402.340000 sec): 3 clusters
  Score: Raw -429490.018118 + Penalty 2689.248883 = -426800.769235
  nChanged 165
		SP:Iteration 3Q (142402.520000 sec): 3 clusters
  Score: Raw -429572.873549 + Penalty 2689.248883 = -426883.624667
  nChanged 130
		SP:Iteration 4Q (142402.730000 sec): 3 clusters
  Score: Raw -429632.377882 + Penalty 2689.248883 = -426943.128999
  nChanged 113
		SP:Iteration 5Q (142402.900000 sec): 3 clusters
  Score: Raw -429675.603884 + Penalty 2689.248883 = -426986.355001
  nChanged 84
		SP:Iteration 6Q (142403.100000 sec): 3 clusters
  Score: Raw -429714.275803 + Penalty 2689.248883 = -427025.026920
  nChanged 78
		SP:Iteration 7Q (142403.250000 sec): 3 clusters
  Score: Raw -429744.680010 + Penalty 2689.248883 = -427055.431128
  nChanged 75
		SP:Iteration 8Q (142403.460000 sec): 3 clusters
  Score: Raw -429780.485235 + Penalty 2689.248883 = -427091.236352
  nChanged 85
		SP:Iteration 9Q (142403.640000 sec): 3 clusters
  Score: Raw -429823.240956 + Penalty 2689.248883 = -427133.992073
  nChanged 93
		SP:Iteration 10Q (142403.800000 sec): 3 clusters
  Score: Raw -429870.448961 + Penalty 2689.248883 = -427181.200078
  nChanged 86
		SP:Iteration 11Q (142403.970000 sec): 3 clusters
  Score: Raw -429917.315120 + Penalty 2689.248883 = -427228.066237
  nChanged 92
		SP:Iteration 12Q (142404.160000 sec): 3 clusters
  Score: Raw -429972.239418 + Penalty 2689.248883 = -427282.990535
  nChanged 109
		SP:Iteration 13Q (142404.380000 sec): 3 clusters
  Score: Raw -430042.510748 + Penalty 2689.248883 = -427353.261866
  nChanged 113
		SP:Iteration 14Q (142404.520000 sec): 3 clusters
  Score: Raw -430127.150939 + Penalty 2689.248883 = -427437.902057
  nChanged 120
		SP:Iteration 15Q (142404.710000 sec): 3 clusters
  Score: Raw -430227.026519 + Penalty 2689.248883 = -427537.777637
  nChanged 104
		SP:Iteration 16Q (142404.840000 sec): 3 clusters
  Score: Raw -430314.647684 + Penalty 2689.248883 = -427625.398801
  nChanged 84
		SP:Iteration 17Q (142405.010000 sec): 3 clusters
  Score: Raw -430387.624650 + Penalty 2689.248883 = -427698.375767
  nChanged 61
		SP:Iteration 18Q (142405.180000 sec): 3 clusters
  Score: Raw -430438.685408 + Penalty 2689.248883 = -427749.436526
  nChanged 50
		SP:Iteration 19Q (142405.390000 sec): 3 clusters
  Score: Raw -430481.647856 + Penalty 2689.248883 = -427792.398974
  nChanged 35
		SP:Iteration 20F (142405.560000 sec): 3 clusters
  Score: Raw -430511.664056 + Penalty 2689.248883 = -427822.415174
  nChanged 28
		SP:Iteration 21Q (142405.740000 sec): 3 clusters
  Score: Raw -430536.029820 + Penalty 2689.248883 = -427846.780937
  nChanged 27
		SP:Iteration 22Q (142405.870000 sec): 3 clusters
  Score: Raw -430560.728123 + Penalty 2689.248883 = -427871.479240
  nChanged 19
		SP:Iteration 23Q (142406.020000 sec): 3 clusters
  Score: Raw -430582.980783 + Penalty 2689.248883 = -427893.731900
  nChanged 18
		SP:Iteration 24Q (142406.170000 sec): 3 clusters
  Score: Raw -430602.828048 + Penalty 2689.248883 = -427913.579165
  nChanged 13
		SP:Iteration 25Q (142406.340000 sec): 3 clusters
  Score: Raw -430615.991484 + Penalty 2689.248883 = -427926.742602
  nChanged 12
		SP:Iteration 26Q (142406.530000 sec): 3 clusters
  Score: Raw -430630.412685 + Penalty 2689.248883 = -427941.163802
  nChanged 13
		SP:Iteration 27Q (142406.680000 sec): 3 clusters
  Score: Raw -430647.311799 + Penalty 2689.248883 = -427958.062916
  nChanged 10
		SP:Iteration 28Q (142406.890000 sec): 3 clusters
  Score: Raw -430661.231291 + Penalty 2689.248883 = -427971.982408
  nChanged 7
		SP:Iteration 29Q (142407.080000 sec): 3 clusters
  Score: Raw -430668.572874 + Penalty 2689.248883 = -427979.323992
  nChanged 6
		SP:Iteration 30Q (142407.220000 sec): 3 clusters
  Score: Raw -430673.667265 + Penalty 2689.248883 = -427984.418383
  nChanged 1
		SP:Iteration 31Q (142407.420000 sec): 3 clusters
  Score: Raw -430674.514385 + Penalty 2689.248883 = -427985.265503
  nChanged 2
		SP:Iteration 32Q (142407.650000 sec): 3 clusters
  Score: Raw -430677.142767 + Penalty 2689.248883 = -427987.893884
  nChanged 2
		SP:Iteration 33Q (142407.810000 sec): 3 clusters
  Score: Raw -430678.928820 + Penalty 2689.248883 = -427989.679938
  nChanged 3
		SP:Iteration 34Q (142408.000000 sec): 3 clusters
  Score: Raw -430681.485144 + Penalty 2689.248883 = -427992.236262
  nChanged 3
		SP:Iteration 35Q (142408.210000 sec): 3 clusters
  Score: Raw -430686.425074 + Penalty 2689.248883 = -427997.176191
  nChanged 2
		SP:Iteration 36Q (142408.380000 sec): 3 clusters
  Score: Raw -430689.410296 + Penalty 2689.248883 = -428000.161414
  nChanged 2
		SP:Iteration 37Q (142408.530000 sec): 3 clusters
  Score: Raw -430692.779677 + Penalty 2689.248883 = -428003.530794
  nChanged 1
		SP:Iteration 38Q (142408.730000 sec): 3 clusters
  Score: Raw -430694.333358 + Penalty 2689.248883 = -428005.084475
  nChanged 2
		SP:Iteration 39Q (142408.910000 sec): 3 clusters
  Score: Raw -430695.762732 + Penalty 2689.248883 = -428006.513850
  nChanged 1
		SP:Iteration 40F (142409.060000 sec): 3 clusters
  Score: Raw -430697.674324 + Penalty 2689.248883 = -428008.425441
  nChanged 3
		SP:Iteration 41Q (142409.260000 sec): 3 clusters
  Score: Raw -430701.477342 + Penalty 2689.248883 = -428012.228460
  nChanged 3
		SP:Iteration 42Q (142409.440000 sec): 3 clusters
  Score: Raw -430705.219240 + Penalty 2689.248883 = -428015.970357
  nChanged 3
		SP:Iteration 43Q (142409.630000 sec): 3 clusters
  Score: Raw -430709.028131 + Penalty 2689.248883 = -428019.779249
  nChanged 3
		SP:Iteration 44Q (142409.820000 sec): 3 clusters
  Score: Raw -430712.400681 + Penalty 2689.248883 = -428023.151798
  nChanged 0
		SP:Iteration 45F (142410.020000 sec): 3 clusters
  Score: Raw -430712.400681 + Penalty 2689.248883 = -428023.151798
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142410.240000 sec): 2 clusters
  Score: Raw -3883897.804030 + Penalty 1715.112081 = -3882182.691949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142410.610000 sec): 3 clusters
  Score: Raw -3859839.076379 + Penalty 3430.224162 = -3856408.852217
  nChanged 18015
		SP:Iteration 1F (142410.990000 sec): 3 clusters
  Score: Raw -3870166.691877 + Penalty 3430.224162 = -3866736.467716
  nChanged 1676
		SP:Iteration 2Q (142411.360000 sec): 3 clusters
  Score: Raw -3870694.279604 + Penalty 3430.224162 = -3867264.055443
  nChanged 1589
		SP:Iteration 3Q (142411.760000 sec): 3 clusters
  Score: Raw -3871247.353385 + Penalty 3430.224162 = -3867817.129223
  nChanged 1651
		SP:Iteration 4Q (142412.170000 sec): 3 clusters
  Score: Raw -3871844.921429 + Penalty 3430.224162 = -3868414.697267
  nChanged 1635
		SP:Iteration 5Q (142412.580000 sec): 3 clusters
  Score: Raw -3872461.126861 + Penalty 3430.224162 = -3869030.902700
  nChanged 1605
		SP:Iteration 6Q (142412.940000 sec): 3 clusters
  Score: Raw -3873109.899328 + Penalty 3430.224162 = -3869679.675166
  nChanged 1694
		SP:Iteration 7Q (142413.350000 sec): 3 clusters
  Score: Raw -3873869.381200 + Penalty 3430.224162 = -3870439.157039
  nChanged 1724
		SP:Iteration 8Q (142413.710000 sec): 3 clusters
  Score: Raw -3874762.902285 + Penalty 3430.224162 = -3871332.678123
  nChanged 1803
		SP:Iteration 9Q (142414.090000 sec): 3 clusters
  Score: Raw -3875806.601316 + Penalty 3430.224162 = -3872376.377154
  nChanged 1749
		SP:Iteration 10Q (142414.470000 sec): 3 clusters
  Score: Raw -3876806.436525 + Penalty 3430.224162 = -3873376.212364
  nChanged 1566
		SP:Iteration 11Q (142414.800000 sec): 3 clusters
  Score: Raw -3877566.363129 + Penalty 3430.224162 = -3874136.138967
  nChanged 1186
		SP:Iteration 12Q (142415.210000 sec): 3 clusters
  Score: Raw -3877974.998607 + Penalty 3430.224162 = -3874544.774446
  nChanged 786
		SP:Iteration 13Q (142415.520000 sec): 3 clusters
  Score: Raw -3878178.636962 + Penalty 3430.224162 = -3874748.412800
  nChanged 564
		SP:Iteration 14Q (142415.840000 sec): 3 clusters
  Score: Raw -3878300.684132 + Penalty 3430.224162 = -3874870.459970
  nChanged 409
		SP:Iteration 15Q (142416.160000 sec): 3 clusters
  Score: Raw -3878389.943256 + Penalty 3430.224162 = -3874959.719094
  nChanged 403
		SP:Iteration 16Q (142416.520000 sec): 3 clusters
  Score: Raw -3878475.110604 + Penalty 3430.224162 = -3875044.886443
  nChanged 376
		SP:Iteration 17Q (142416.880000 sec): 3 clusters
  Score: Raw -3878558.183982 + Penalty 3430.224162 = -3875127.959820
  nChanged 397
		SP:Iteration 18Q (142417.280000 sec): 3 clusters
  Score: Raw -3878642.923024 + Penalty 3430.224162 = -3875212.698862
  nChanged 350
		SP:Iteration 19Q (142417.650000 sec): 3 clusters
  Score: Raw -3878720.612718 + Penalty 3430.224162 = -3875290.388557
  nChanged 364
		SP:Iteration 20F (142418.050000 sec): 3 clusters
  Score: Raw -3878813.549651 + Penalty 3430.224162 = -3875383.325490
  nChanged 437
		SP:Iteration 21Q (142418.380000 sec): 3 clusters
  Score: Raw -3878939.585599 + Penalty 3430.224162 = -3875509.361437
  nChanged 491
		SP:Iteration 22Q (142418.750000 sec): 3 clusters
  Score: Raw -3879082.909013 + Penalty 3430.224162 = -3875652.684851
  nChanged 510
		SP:Iteration 23Q (142419.110000 sec): 3 clusters
  Score: Raw -3879239.546310 + Penalty 3430.224162 = -3875809.322149
  nChanged 537
		SP:Iteration 24Q (142419.480000 sec): 3 clusters
  Score: Raw -3879421.146420 + Penalty 3430.224162 = -3875990.922258
  nChanged 565
		SP:Iteration 25Q (142419.820000 sec): 3 clusters
  Score: Raw -3879627.045106 + Penalty 3430.224162 = -3876196.820945
  nChanged 622
		SP:Iteration 26Q (142420.140000 sec): 3 clusters
  Score: Raw -3879874.324681 + Penalty 3430.224162 = -3876444.100520
  nChanged 650
		SP:Iteration 27Q (142420.460000 sec): 3 clusters
  Score: Raw -3880155.142231 + Penalty 3430.224162 = -3876724.918069
  nChanged 650
		SP:Iteration 28Q (142420.840000 sec): 3 clusters
  Score: Raw -3880432.900690 + Penalty 3430.224162 = -3877002.676528
  nChanged 625
		SP:Iteration 29Q (142421.120000 sec): 3 clusters
  Score: Raw -3880698.695720 + Penalty 3430.224162 = -3877268.471558
  nChanged 622
		SP:Iteration 30Q (142421.430000 sec): 3 clusters
  Score: Raw -3880964.438947 + Penalty 3430.224162 = -3877534.214785
  nChanged 590
		SP:Iteration 31Q (142421.780000 sec): 3 clusters
  Score: Raw -3881229.051761 + Penalty 3430.224162 = -3877798.827599
  nChanged 558
		SP:Iteration 32Q (142422.170000 sec): 3 clusters
  Score: Raw -3881470.266087 + Penalty 3430.224162 = -3878040.041926
  nChanged 550
		SP:Iteration 33Q (142422.490000 sec): 3 clusters
  Score: Raw -3881731.020545 + Penalty 3430.224162 = -3878300.796383
  nChanged 586
		SP:Iteration 34Q (142422.780000 sec): 3 clusters
  Score: Raw -3882010.655292 + Penalty 3430.224162 = -3878580.431130
  nChanged 528
		SP:Iteration 35Q (142423.120000 sec): 3 clusters
  Score: Raw -3882273.200391 + Penalty 3430.224162 = -3878842.976230
  nChanged 470
		SP:Iteration 36Q (142423.450000 sec): 3 clusters
  Score: Raw -3882496.524861 + Penalty 3430.224162 = -3879066.300700
  nChanged 453
		SP:Iteration 37Q (142423.760000 sec): 3 clusters
  Score: Raw -3882751.281797 + Penalty 3430.224162 = -3879321.057635
  nChanged 424
		SP:Iteration 38Q (142424.070000 sec): 3 clusters
  Score: Raw -3882974.050832 + Penalty 3430.224162 = -3879543.826671
  nChanged 375
		SP:Iteration 39Q (142424.390000 sec): 3 clusters
  Score: Raw -3883188.894262 + Penalty 3430.224162 = -3879758.670100
  nChanged 353
		SP:Iteration 40F (142424.800000 sec): 3 clusters
  Score: Raw -3883399.366359 + Penalty 3430.224162 = -3879969.142197
  nChanged 303
		SP:Iteration 41Q (142425.110000 sec): 3 clusters
  Score: Raw -3883590.477458 + Penalty 3430.224162 = -3880160.253296
  nChanged 260
		SP:Iteration 42Q (142425.400000 sec): 3 clusters
  Score: Raw -3883748.909947 + Penalty 3430.224162 = -3880318.685785
  nChanged 238
		SP:Iteration 43Q (142425.800000 sec): 3 clusters
  Score: Raw -3883877.150879 + Penalty 3430.224162 = -3880446.926718
  nChanged 194
		SP:Iteration 44Q (142426.140000 sec): 3 clusters
  Score: Raw -3883970.106058 + Penalty 3430.224162 = -3880539.881896
  nChanged 149
		SP:Iteration 45Q (142426.460000 sec): 3 clusters
  Score: Raw -3884042.452340 + Penalty 3430.224162 = -3880612.228178
  nChanged 124
		SP:Iteration 46Q (142426.780000 sec): 3 clusters
  Score: Raw -3884103.612740 + Penalty 3430.224162 = -3880673.388579
  nChanged 100
		SP:Iteration 47Q (142427.080000 sec): 3 clusters
  Score: Raw -3884152.566349 + Penalty 3430.224162 = -3880722.342187
  nChanged 86
		SP:Iteration 48Q (142427.430000 sec): 3 clusters
  Score: Raw -3884191.760298 + Penalty 3430.224162 = -3880761.536136
  nChanged 72
		SP:Iteration 49Q (142427.720000 sec): 3 clusters
  Score: Raw -3884226.226496 + Penalty 3430.224162 = -3880796.002335
  nChanged 67
		SP:Iteration 50Q (142428.060000 sec): 3 clusters
  Score: Raw -3884256.927310 + Penalty 3430.224162 = -3880826.703148
  nChanged 47
		SP:Iteration 51Q (142428.450000 sec): 3 clusters
  Score: Raw -3884281.818360 + Penalty 3430.224162 = -3880851.594198
  nChanged 52
		SP:Iteration 52Q (142428.760000 sec): 3 clusters
  Score: Raw -3884305.400162 + Penalty 3430.224162 = -3880875.176000
  nChanged 44
		SP:Iteration 53Q (142429.080000 sec): 3 clusters
  Score: Raw -3884327.131381 + Penalty 3430.224162 = -3880896.907219
  nChanged 31
		SP:Iteration 54Q (142429.400000 sec): 3 clusters
  Score: Raw -3884342.189450 + Penalty 3430.224162 = -3880911.965289
  nChanged 15
		SP:Iteration 55Q (142429.690000 sec): 3 clusters
  Score: Raw -3884347.857516 + Penalty 3430.224162 = -3880917.633355
  nChanged 15
		SP:Iteration 56Q (142430.050000 sec): 3 clusters
  Score: Raw -3884353.435350 + Penalty 3430.224162 = -3880923.211189
  nChanged 11
		SP:Iteration 57Q (142430.350000 sec): 3 clusters
  Score: Raw -3884357.693914 + Penalty 3430.224162 = -3880927.469752
  nChanged 10
		SP:Iteration 58Q (142430.660000 sec): 3 clusters
  Score: Raw -3884360.302348 + Penalty 3430.224162 = -3880930.078187
  nChanged 10
		SP:Iteration 59Q (142430.970000 sec): 3 clusters
  Score: Raw -3884363.289885 + Penalty 3430.224162 = -3880933.065724
  nChanged 5
		SP:Iteration 60F (142431.310000 sec): 3 clusters
  Score: Raw -3884364.704522 + Penalty 3430.224162 = -3880934.480361
  nChanged 4
		SP:Iteration 61Q (142431.570000 sec): 3 clusters
  Score: Raw -3884365.928644 + Penalty 3430.224162 = -3880935.704482
  nChanged 4
		SP:Iteration 62Q (142431.850000 sec): 3 clusters
  Score: Raw -3884366.846531 + Penalty 3430.224162 = -3880936.622369
  nChanged 4
		SP:Iteration 63Q (142432.210000 sec): 3 clusters
  Score: Raw -3884368.226773 + Penalty 3430.224162 = -3880938.002611
  nChanged 5
		SP:Iteration 64Q (142432.540000 sec): 3 clusters
  Score: Raw -3884371.088926 + Penalty 3430.224162 = -3880940.864765
  nChanged 3
		SP:Iteration 65Q (142432.870000 sec): 3 clusters
  Score: Raw -3884371.766134 + Penalty 3430.224162 = -3880941.541972
  nChanged 0
		SP:Iteration 66F (142433.180000 sec): 3 clusters
  Score: Raw -3884371.766134 + Penalty 3430.224162 = -3880941.541972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142433.270000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142433.460000 sec): 3 clusters
  Score: Raw -18354.424187 + Penalty 1746.965482 = -16607.458704
  nChanged 33
		SP:Iteration 1F (142433.660000 sec): 3 clusters
  Score: Raw -18429.703474 + Penalty 1746.965482 = -16682.737991
  nChanged 10
		SP:Iteration 2Q (142433.830000 sec): 3 clusters
  Score: Raw -18485.512203 + Penalty 1746.965482 = -16738.546720
  nChanged 8
		SP:Iteration 3Q (142433.950000 sec): 3 clusters
  Score: Raw -18522.124751 + Penalty 1746.965482 = -16775.159269
  nChanged 5
		SP:Iteration 4Q (142434.160000 sec): 3 clusters
  Score: Raw -18569.643278 + Penalty 1746.965482 = -16822.677795
  nChanged 3
		SP:Iteration 5Q (142434.310000 sec): 3 clusters
  Score: Raw -18577.629364 + Penalty 1746.965482 = -16830.663882
  nChanged 1
		SP:Iteration 6Q (142434.480000 sec): 3 clusters
  Score: Raw -18579.244930 + Penalty 1746.965482 = -16832.279447
  nChanged 1
		SP:Iteration 7Q (142434.660000 sec): 3 clusters
  Score: Raw -18583.534450 + Penalty 1746.965482 = -16836.568967
  nChanged 2
		SP:Iteration 8Q (142434.880000 sec): 3 clusters
  Score: Raw -18586.984216 + Penalty 1746.965482 = -16840.018734
  nChanged 0
		SP:Iteration 9F (142435.000000 sec): 3 clusters
  Score: Raw -18586.984216 + Penalty 1746.965482 = -16840.018734
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142435.150000 sec): 2 clusters
  Score: Raw -868777.996809 + Penalty 1467.085554 = -867310.911255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142435.360000 sec): 3 clusters
  Score: Raw -864228.649925 + Penalty 2934.171108 = -861294.478817
  nChanged 3543
		SP:Iteration 1F (142435.570000 sec): 3 clusters
  Score: Raw -866207.677047 + Penalty 2934.171108 = -863273.505938
  nChanged 589
		SP:Iteration 2F (142435.780000 sec): 3 clusters
  Score: Raw -866539.023920 + Penalty 2934.171108 = -863604.852812
  nChanged 555
		SP:Iteration 3F (142436.000000 sec): 3 clusters
  Score: Raw -866848.331939 + Penalty 2934.171108 = -863914.160831
  nChanged 482
		SP:Iteration 4F (142436.150000 sec): 3 clusters
  Score: Raw -867117.625666 + Penalty 2934.171108 = -864183.454557
  nChanged 410
		SP:Iteration 5Q (142436.400000 sec): 3 clusters
  Score: Raw -867362.419603 + Penalty 2934.171108 = -864428.248494
  nChanged 394
		SP:Iteration 6Q (142436.590000 sec): 3 clusters
  Score: Raw -867579.741088 + Penalty 2934.171108 = -864645.569979
  nChanged 316
		SP:Iteration 7Q (142436.820000 sec): 3 clusters
  Score: Raw -867757.138193 + Penalty 2934.171108 = -864822.967085
  nChanged 285
		SP:Iteration 8Q (142437.000000 sec): 3 clusters
  Score: Raw -867923.182876 + Penalty 2934.171108 = -864989.011767
  nChanged 292
		SP:Iteration 9Q (142437.260000 sec): 3 clusters
  Score: Raw -868104.590216 + Penalty 2934.171108 = -865170.419108
  nChanged 226
		SP:Iteration 10Q (142437.430000 sec): 3 clusters
  Score: Raw -868237.327672 + Penalty 2934.171108 = -865303.156563
  nChanged 190
		SP:Iteration 11Q (142437.630000 sec): 3 clusters
  Score: Raw -868350.705987 + Penalty 2934.171108 = -865416.534879
  nChanged 151
		SP:Iteration 12Q (142437.840000 sec): 3 clusters
  Score: Raw -868442.542251 + Penalty 2934.171108 = -865508.371143
  nChanged 140
		SP:Iteration 13Q (142438.060000 sec): 3 clusters
  Score: Raw -868522.719603 + Penalty 2934.171108 = -865588.548494
  nChanged 127
		SP:Iteration 14Q (142438.270000 sec): 3 clusters
  Score: Raw -868610.152184 + Penalty 2934.171108 = -865675.981076
  nChanged 92
		SP:Iteration 15Q (142438.500000 sec): 3 clusters
  Score: Raw -868669.059875 + Penalty 2934.171108 = -865734.888766
  nChanged 85
		SP:Iteration 16Q (142438.660000 sec): 3 clusters
  Score: Raw -868724.753921 + Penalty 2934.171108 = -865790.582813
  nChanged 77
		SP:Iteration 17Q (142438.840000 sec): 3 clusters
  Score: Raw -868768.536559 + Penalty 2934.171108 = -865834.365450
  nChanged 58
		SP:Iteration 18Q (142439.030000 sec): 3 clusters
  Score: Raw -868807.643833 + Penalty 2934.171108 = -865873.472724
  nChanged 57
		SP:Iteration 19Q (142439.250000 sec): 3 clusters
  Score: Raw -868839.411156 + Penalty 2934.171108 = -865905.240048
  nChanged 48
		SP:Iteration 20F (142439.450000 sec): 3 clusters
  Score: Raw -868868.063713 + Penalty 2934.171108 = -865933.892604
  nChanged 34
		SP:Iteration 21Q (142439.670000 sec): 3 clusters
  Score: Raw -868889.854346 + Penalty 2934.171108 = -865955.683237
  nChanged 26
		SP:Iteration 22Q (142439.880000 sec): 3 clusters
  Score: Raw -868909.226160 + Penalty 2934.171108 = -865975.055052
  nChanged 27
		SP:Iteration 23Q (142440.060000 sec): 3 clusters
  Score: Raw -868930.056779 + Penalty 2934.171108 = -865995.885671
  nChanged 26
		SP:Iteration 24Q (142440.250000 sec): 3 clusters
  Score: Raw -868949.389734 + Penalty 2934.171108 = -866015.218626
  nChanged 21
		SP:Iteration 25Q (142440.480000 sec): 3 clusters
  Score: Raw -868964.534617 + Penalty 2934.171108 = -866030.363509
  nChanged 13
		SP:Iteration 26Q (142440.690000 sec): 3 clusters
  Score: Raw -868970.264600 + Penalty 2934.171108 = -866036.093491
  nChanged 15
		SP:Iteration 27Q (142440.890000 sec): 3 clusters
  Score: Raw -868977.579548 + Penalty 2934.171108 = -866043.408439
  nChanged 13
		SP:Iteration 28Q (142441.070000 sec): 3 clusters
  Score: Raw -868986.847544 + Penalty 2934.171108 = -866052.676435
  nChanged 11
		SP:Iteration 29Q (142441.320000 sec): 3 clusters
  Score: Raw -868995.967456 + Penalty 2934.171108 = -866061.796347
  nChanged 9
		SP:Iteration 30Q (142441.530000 sec): 3 clusters
  Score: Raw -869003.795247 + Penalty 2934.171108 = -866069.624138
  nChanged 11
		SP:Iteration 31Q (142441.720000 sec): 3 clusters
  Score: Raw -869012.445777 + Penalty 2934.171108 = -866078.274669
  nChanged 12
		SP:Iteration 32Q (142441.920000 sec): 3 clusters
  Score: Raw -869019.239326 + Penalty 2934.171108 = -866085.068218
  nChanged 10
		SP:Iteration 33Q (142442.160000 sec): 3 clusters
  Score: Raw -869027.082195 + Penalty 2934.171108 = -866092.911087
  nChanged 10
		SP:Iteration 34Q (142442.340000 sec): 3 clusters
  Score: Raw -869032.649500 + Penalty 2934.171108 = -866098.478392
  nChanged 5
		SP:Iteration 35Q (142442.520000 sec): 3 clusters
  Score: Raw -869035.172545 + Penalty 2934.171108 = -866101.001436
  nChanged 5
		SP:Iteration 36Q (142442.720000 sec): 3 clusters
  Score: Raw -869036.783085 + Penalty 2934.171108 = -866102.611977
  nChanged 6
		SP:Iteration 37Q (142442.910000 sec): 3 clusters
  Score: Raw -869039.537990 + Penalty 2934.171108 = -866105.366881
  nChanged 5
		SP:Iteration 38Q (142443.150000 sec): 3 clusters
  Score: Raw -869042.827813 + Penalty 2934.171108 = -866108.656704
  nChanged 5
		SP:Iteration 39Q (142443.330000 sec): 3 clusters
  Score: Raw -869046.683324 + Penalty 2934.171108 = -866112.512215
  nChanged 6
		SP:Iteration 40F (142443.540000 sec): 3 clusters
  Score: Raw -869049.835280 + Penalty 2934.171108 = -866115.664171
  nChanged 4
		SP:Iteration 41Q (142443.760000 sec): 3 clusters
  Score: Raw -869051.872937 + Penalty 2934.171108 = -866117.701829
  nChanged 5
		SP:Iteration 42Q (142443.950000 sec): 3 clusters
  Score: Raw -869054.805911 + Penalty 2934.171108 = -866120.634803
  nChanged 4
		SP:Iteration 43Q (142444.140000 sec): 3 clusters
  Score: Raw -869057.347951 + Penalty 2934.171108 = -866123.176843
  nChanged 4
		SP:Iteration 44Q (142444.310000 sec): 3 clusters
  Score: Raw -869062.531649 + Penalty 2934.171108 = -866128.360540
  nChanged 7
		SP:Iteration 45Q (142444.520000 sec): 3 clusters
  Score: Raw -869070.070602 + Penalty 2934.171108 = -866135.899494
  nChanged 8
		SP:Iteration 46Q (142444.740000 sec): 3 clusters
  Score: Raw -869073.889997 + Penalty 2934.171108 = -866139.718889
  nChanged 3
		SP:Iteration 47Q (142444.940000 sec): 3 clusters
  Score: Raw -869075.301290 + Penalty 2934.171108 = -866141.130181
  nChanged 5
		SP:Iteration 48Q (142445.140000 sec): 3 clusters
  Score: Raw -869077.635158 + Penalty 2934.171108 = -866143.464049
  nChanged 3
		SP:Iteration 49Q (142445.310000 sec): 3 clusters
  Score: Raw -869078.734704 + Penalty 2934.171108 = -866144.563596
  nChanged 1
		SP:Iteration 50Q (142445.520000 sec): 3 clusters
  Score: Raw -869080.638032 + Penalty 2934.171108 = -866146.466923
  nChanged 2
		SP:Iteration 51Q (142445.740000 sec): 3 clusters
  Score: Raw -869083.367428 + Penalty 2934.171108 = -866149.196319
  nChanged 4
		SP:Iteration 52Q (142445.940000 sec): 3 clusters
  Score: Raw -869085.394145 + Penalty 2934.171108 = -866151.223037
  nChanged 2
		SP:Iteration 53Q (142446.130000 sec): 3 clusters
  Score: Raw -869087.203849 + Penalty 2934.171108 = -866153.032741
  nChanged 2
		SP:Iteration 54Q (142446.330000 sec): 3 clusters
  Score: Raw -869088.225361 + Penalty 2934.171108 = -866154.054252
  nChanged 1
		SP:Iteration 55Q (142446.550000 sec): 3 clusters
  Score: Raw -869088.897077 + Penalty 2934.171108 = -866154.725969
  nChanged 1
		SP:Iteration 56Q (142446.730000 sec): 3 clusters
  Score: Raw -869089.197195 + Penalty 2934.171108 = -866155.026087
  nChanged 0
		SP:Iteration 57F (142446.930000 sec): 3 clusters
  Score: Raw -869089.197195 + Penalty 2934.171108 = -866155.026087
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142447.370000 sec): 2 clusters
  Score: Raw -7717565.796253 + Penalty 1824.407264 = -7715741.388989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142447.920000 sec): 3 clusters
  Score: Raw -7669100.143979 + Penalty 3648.814529 = -7665451.329450
  nChanged 35635
		SP:Iteration 1F (142448.410000 sec): 3 clusters
  Score: Raw -7690002.516930 + Penalty 3648.814529 = -7686353.702401
  nChanged 3297
		SP:Iteration 2Q (142448.950000 sec): 3 clusters
  Score: Raw -7691118.373510 + Penalty 3648.814529 = -7687469.558981
  nChanged 3748
		SP:Iteration 3Q (142449.530000 sec): 3 clusters
  Score: Raw -7692639.297288 + Penalty 3648.814529 = -7688990.482759
  nChanged 4211
		SP:Iteration 4F (142450.090000 sec): 3 clusters
  Score: Raw -7694537.125698 + Penalty 3648.814529 = -7690888.311169
  nChanged 4525
		SP:Iteration 5F (142450.570000 sec): 3 clusters
  Score: Raw -7696846.830285 + Penalty 3648.814529 = -7693198.015756
  nChanged 4710
		SP:Iteration 6F (142451.070000 sec): 3 clusters
  Score: Raw -7699635.739175 + Penalty 3648.814529 = -7695986.924646
  nChanged 4862
		SP:Iteration 7F (142451.630000 sec): 3 clusters
  Score: Raw -7702914.841504 + Penalty 3648.814529 = -7699266.026975
  nChanged 4865
		SP:Iteration 8F (142452.190000 sec): 3 clusters
  Score: Raw -7706601.807446 + Penalty 3648.814529 = -7702952.992917
  nChanged 4482
		SP:Iteration 9F (142452.750000 sec): 3 clusters
  Score: Raw -7710399.739398 + Penalty 3648.814529 = -7706750.924869
  nChanged 3671
		SP:Iteration 10Q (142453.330000 sec): 3 clusters
  Score: Raw -7713758.808526 + Penalty 3648.814529 = -7710109.993997
  nChanged 2393
		SP:Iteration 11Q (142453.810000 sec): 3 clusters
  Score: Raw -7716007.511778 + Penalty 3648.814529 = -7712358.697249
  nChanged 1206
		SP:Iteration 12Q (142454.300000 sec): 3 clusters
  Score: Raw -7717141.247736 + Penalty 3648.814529 = -7713492.433207
  nChanged 478
		SP:Iteration 13Q (142454.710000 sec): 3 clusters
  Score: Raw -7717609.463979 + Penalty 3648.814529 = -7713960.649450
  nChanged 165
		SP:Iteration 14Q (142455.170000 sec): 3 clusters
  Score: Raw -7717805.203737 + Penalty 3648.814529 = -7714156.389209
  nChanged 68
		SP:Iteration 15Q (142455.650000 sec): 3 clusters
  Score: Raw -7717910.861751 + Penalty 3648.814529 = -7714262.047222
  nChanged 50
		SP:Iteration 16Q (142456.100000 sec): 3 clusters
  Score: Raw -7717978.410902 + Penalty 3648.814529 = -7714329.596373
  nChanged 47
		SP:Iteration 17Q (142456.600000 sec): 3 clusters
  Score: Raw -7718047.055664 + Penalty 3648.814529 = -7714398.241135
  nChanged 54
		SP:Iteration 18Q (142457.060000 sec): 3 clusters
  Score: Raw -7718117.511723 + Penalty 3648.814529 = -7714468.697194
  nChanged 53
		SP:Iteration 19Q (142457.560000 sec): 3 clusters
  Score: Raw -7718185.088324 + Penalty 3648.814529 = -7714536.273795
  nChanged 36
		SP:Iteration 20F (142458.100000 sec): 3 clusters
  Score: Raw -7718234.372767 + Penalty 3648.814529 = -7714585.558238
  nChanged 50
		SP:Iteration 21Q (142458.580000 sec): 3 clusters
  Score: Raw -7718290.084215 + Penalty 3648.814529 = -7714641.269686
  nChanged 67
		SP:Iteration 22Q (142459.020000 sec): 3 clusters
  Score: Raw -7718360.727414 + Penalty 3648.814529 = -7714711.912885
  nChanged 75
		SP:Iteration 23Q (142459.500000 sec): 3 clusters
  Score: Raw -7718434.681537 + Penalty 3648.814529 = -7714785.867008
  nChanged 82
		SP:Iteration 24Q (142459.860000 sec): 3 clusters
  Score: Raw -7718509.933588 + Penalty 3648.814529 = -7714861.119059
  nChanged 90
		SP:Iteration 25Q (142460.280000 sec): 3 clusters
  Score: Raw -7718585.972171 + Penalty 3648.814529 = -7714937.157642
  nChanged 71
		SP:Iteration 26Q (142460.690000 sec): 3 clusters
  Score: Raw -7718625.947161 + Penalty 3648.814529 = -7714977.132632
  nChanged 52
		SP:Iteration 27Q (142461.060000 sec): 3 clusters
  Score: Raw -7718656.103628 + Penalty 3648.814529 = -7715007.289099
  nChanged 39
		SP:Iteration 28Q (142461.490000 sec): 3 clusters
  Score: Raw -7718678.841902 + Penalty 3648.814529 = -7715030.027373
  nChanged 38
		SP:Iteration 29Q (142462.060000 sec): 3 clusters
  Score: Raw -7718698.032496 + Penalty 3648.814529 = -7715049.217967
  nChanged 33
		SP:Iteration 30Q (142462.520000 sec): 3 clusters
  Score: Raw -7718714.757380 + Penalty 3648.814529 = -7715065.942851
  nChanged 34
		SP:Iteration 31Q (142462.950000 sec): 3 clusters
  Score: Raw -7718729.265243 + Penalty 3648.814529 = -7715080.450714
  nChanged 29
		SP:Iteration 32Q (142463.480000 sec): 3 clusters
  Score: Raw -7718740.077845 + Penalty 3648.814529 = -7715091.263316
  nChanged 24
		SP:Iteration 33Q (142463.880000 sec): 3 clusters
  Score: Raw -7718749.403045 + Penalty 3648.814529 = -7715100.588516
  nChanged 27
		SP:Iteration 34Q (142464.310000 sec): 3 clusters
  Score: Raw -7718759.647726 + Penalty 3648.814529 = -7715110.833197
  nChanged 23
		SP:Iteration 35Q (142464.840000 sec): 3 clusters
  Score: Raw -7718767.251863 + Penalty 3648.814529 = -7715118.437334
  nChanged 13
		SP:Iteration 36Q (142465.270000 sec): 3 clusters
  Score: Raw -7718770.468156 + Penalty 3648.814529 = -7715121.653627
  nChanged 14
		SP:Iteration 37Q (142465.690000 sec): 3 clusters
  Score: Raw -7718774.391366 + Penalty 3648.814529 = -7715125.576837
  nChanged 10
		SP:Iteration 38Q (142466.230000 sec): 3 clusters
  Score: Raw -7718776.385254 + Penalty 3648.814529 = -7715127.570725
  nChanged 9
		SP:Iteration 39Q (142466.700000 sec): 3 clusters
  Score: Raw -7718780.380995 + Penalty 3648.814529 = -7715131.566466
  nChanged 14
		SP:Iteration 40F (142467.210000 sec): 3 clusters
  Score: Raw -7718798.889909 + Penalty 3648.814529 = -7715150.075380
  nChanged 25
		SP:Iteration 41Q (142467.720000 sec): 3 clusters
  Score: Raw -7718810.292144 + Penalty 3648.814529 = -7715161.477615
  nChanged 14
		SP:Iteration 42Q (142468.240000 sec): 3 clusters
  Score: Raw -7718814.714089 + Penalty 3648.814529 = -7715165.899561
  nChanged 8
		SP:Iteration 43Q (142468.680000 sec): 3 clusters
  Score: Raw -7718817.181438 + Penalty 3648.814529 = -7715168.366909
  nChanged 14
		SP:Iteration 44Q (142469.160000 sec): 3 clusters
  Score: Raw -7718820.780252 + Penalty 3648.814529 = -7715171.965723
  nChanged 13
		SP:Iteration 45Q (142469.570000 sec): 3 clusters
  Score: Raw -7718824.652971 + Penalty 3648.814529 = -7715175.838442
  nChanged 13
		SP:Iteration 46Q (142469.970000 sec): 3 clusters
  Score: Raw -7718829.484504 + Penalty 3648.814529 = -7715180.669975
  nChanged 15
		SP:Iteration 47Q (142470.410000 sec): 3 clusters
  Score: Raw -7718834.307158 + Penalty 3648.814529 = -7715185.492630
  nChanged 9
		SP:Iteration 48Q (142470.780000 sec): 3 clusters
  Score: Raw -7718836.037256 + Penalty 3648.814529 = -7715187.222727
  nChanged 5
		SP:Iteration 49Q (142471.220000 sec): 3 clusters
  Score: Raw -7718837.653976 + Penalty 3648.814529 = -7715188.839447
  nChanged 6
		SP:Iteration 50Q (142471.740000 sec): 3 clusters
  Score: Raw -7718839.365013 + Penalty 3648.814529 = -7715190.550485
  nChanged 6
		SP:Iteration 51Q (142472.190000 sec): 3 clusters
  Score: Raw -7718840.796633 + Penalty 3648.814529 = -7715191.982104
  nChanged 5
		SP:Iteration 52Q (142472.640000 sec): 3 clusters
  Score: Raw -7718841.830272 + Penalty 3648.814529 = -7715193.015743
  nChanged 11
		SP:Iteration 53Q (142473.130000 sec): 3 clusters
  Score: Raw -7718844.347457 + Penalty 3648.814529 = -7715195.532928
  nChanged 11
		SP:Iteration 54Q (142473.570000 sec): 3 clusters
  Score: Raw -7718846.942255 + Penalty 3648.814529 = -7715198.127726
  nChanged 8
		SP:Iteration 55Q (142473.980000 sec): 3 clusters
  Score: Raw -7718848.196699 + Penalty 3648.814529 = -7715199.382170
  nChanged 5
		SP:Iteration 56Q (142474.370000 sec): 3 clusters
  Score: Raw -7718849.132222 + Penalty 3648.814529 = -7715200.317693
  nChanged 5
		SP:Iteration 57Q (142474.800000 sec): 3 clusters
  Score: Raw -7718849.781398 + Penalty 3648.814529 = -7715200.966869
  nChanged 1
		SP:Iteration 58Q (142475.250000 sec): 3 clusters
  Score: Raw -7718849.878377 + Penalty 3648.814529 = -7715201.063848
  nChanged 1
		SP:Iteration 59Q (142475.740000 sec): 3 clusters
  Score: Raw -7718850.021657 + Penalty 3648.814529 = -7715201.207128
  nChanged 0
		SP:Iteration 60F (142476.280000 sec): 3 clusters
  Score: Raw -7718850.021657 + Penalty 3648.814529 = -7715201.207128
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142476.430000 sec): 2 clusters
  Score: Raw -1547556.696478 + Penalty 1562.025819 = -1545994.670658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142476.650000 sec): 3 clusters
  Score: Raw -1538822.333915 + Penalty 3124.051638 = -1535698.282277
  nChanged 6584
		SP:Iteration 1F (142476.850000 sec): 3 clusters
  Score: Raw -1542339.335322 + Penalty 3124.051638 = -1539215.283684
  nChanged 854
		SP:Iteration 2F (142477.070000 sec): 3 clusters
  Score: Raw -1542698.188017 + Penalty 3124.051638 = -1539574.136379
  nChanged 831
		SP:Iteration 3F (142477.290000 sec): 3 clusters
  Score: Raw -1543132.389646 + Penalty 3124.051638 = -1540008.338008
  nChanged 912
		SP:Iteration 4F (142477.560000 sec): 3 clusters
  Score: Raw -1543693.611290 + Penalty 3124.051638 = -1540569.559652
  nChanged 958
		SP:Iteration 5F (142477.810000 sec): 3 clusters
  Score: Raw -1544327.607708 + Penalty 3124.051638 = -1541203.556070
  nChanged 942
		SP:Iteration 6F (142478.010000 sec): 3 clusters
  Score: Raw -1544964.208839 + Penalty 3124.051638 = -1541840.157201
  nChanged 832
		SP:Iteration 7F (142478.240000 sec): 3 clusters
  Score: Raw -1545522.759655 + Penalty 3124.051638 = -1542398.708016
  nChanged 709
		SP:Iteration 8Q (142478.500000 sec): 3 clusters
  Score: Raw -1545988.029764 + Penalty 3124.051638 = -1542863.978126
  nChanged 610
		SP:Iteration 9Q (142478.720000 sec): 3 clusters
  Score: Raw -1546381.676544 + Penalty 3124.051638 = -1543257.624906
  nChanged 468
		SP:Iteration 10Q (142478.960000 sec): 3 clusters
  Score: Raw -1546670.410050 + Penalty 3124.051638 = -1543546.358412
  nChanged 339
		SP:Iteration 11Q (142479.240000 sec): 3 clusters
  Score: Raw -1546890.691800 + Penalty 3124.051638 = -1543766.640162
  nChanged 280
		SP:Iteration 12Q (142479.440000 sec): 3 clusters
  Score: Raw -1547069.633310 + Penalty 3124.051638 = -1543945.581672
  nChanged 235
		SP:Iteration 13Q (142479.700000 sec): 3 clusters
  Score: Raw -1547226.461454 + Penalty 3124.051638 = -1544102.409816
  nChanged 190
		SP:Iteration 14Q (142479.960000 sec): 3 clusters
  Score: Raw -1547338.150542 + Penalty 3124.051638 = -1544214.098904
  nChanged 148
		SP:Iteration 15Q (142480.150000 sec): 3 clusters
  Score: Raw -1547427.163663 + Penalty 3124.051638 = -1544303.112025
  nChanged 130
		SP:Iteration 16Q (142480.380000 sec): 3 clusters
  Score: Raw -1547511.952646 + Penalty 3124.051638 = -1544387.901008
  nChanged 103
		SP:Iteration 17Q (142480.630000 sec): 3 clusters
  Score: Raw -1547574.530117 + Penalty 3124.051638 = -1544450.478479
  nChanged 84
		SP:Iteration 18Q (142480.870000 sec): 3 clusters
  Score: Raw -1547636.156914 + Penalty 3124.051638 = -1544512.105276
  nChanged 69
		SP:Iteration 19Q (142481.070000 sec): 3 clusters
  Score: Raw -1547682.391991 + Penalty 3124.051638 = -1544558.340353
  nChanged 57
		SP:Iteration 20F (142481.310000 sec): 3 clusters
  Score: Raw -1547716.576451 + Penalty 3124.051638 = -1544592.524813
  nChanged 43
		SP:Iteration 21Q (142481.570000 sec): 3 clusters
  Score: Raw -1547742.503914 + Penalty 3124.051638 = -1544618.452276
  nChanged 31
		SP:Iteration 22Q (142481.780000 sec): 3 clusters
  Score: Raw -1547761.069937 + Penalty 3124.051638 = -1544637.018299
  nChanged 20
		SP:Iteration 23Q (142482.020000 sec): 3 clusters
  Score: Raw -1547771.245426 + Penalty 3124.051638 = -1544647.193787
  nChanged 17
		SP:Iteration 24Q (142482.270000 sec): 3 clusters
  Score: Raw -1547778.271346 + Penalty 3124.051638 = -1544654.219708
  nChanged 11
		SP:Iteration 25Q (142482.490000 sec): 3 clusters
  Score: Raw -1547784.256354 + Penalty 3124.051638 = -1544660.204716
  nChanged 9
		SP:Iteration 26Q (142482.740000 sec): 3 clusters
  Score: Raw -1547788.843733 + Penalty 3124.051638 = -1544664.792095
  nChanged 9
		SP:Iteration 27Q (142482.950000 sec): 3 clusters
  Score: Raw -1547794.140228 + Penalty 3124.051638 = -1544670.088590
  nChanged 9
		SP:Iteration 28Q (142483.200000 sec): 3 clusters
  Score: Raw -1547797.603836 + Penalty 3124.051638 = -1544673.552197
  nChanged 7
		SP:Iteration 29Q (142483.410000 sec): 3 clusters
  Score: Raw -1547800.922267 + Penalty 3124.051638 = -1544676.870629
  nChanged 9
		SP:Iteration 30Q (142483.660000 sec): 3 clusters
  Score: Raw -1547804.672646 + Penalty 3124.051638 = -1544680.621007
  nChanged 6
		SP:Iteration 31Q (142483.870000 sec): 3 clusters
  Score: Raw -1547808.174287 + Penalty 3124.051638 = -1544684.122648
  nChanged 6
		SP:Iteration 32Q (142484.140000 sec): 3 clusters
  Score: Raw -1547809.729854 + Penalty 3124.051638 = -1544685.678216
  nChanged 4
		SP:Iteration 33Q (142484.330000 sec): 3 clusters
  Score: Raw -1547811.169489 + Penalty 3124.051638 = -1544687.117851
  nChanged 3
		SP:Iteration 34Q (142484.560000 sec): 3 clusters
  Score: Raw -1547812.654645 + Penalty 3124.051638 = -1544688.603007
  nChanged 4
		SP:Iteration 35Q (142484.790000 sec): 3 clusters
  Score: Raw -1547814.540274 + Penalty 3124.051638 = -1544690.488636
  nChanged 2
		SP:Iteration 36Q (142485.020000 sec): 3 clusters
  Score: Raw -1547815.386064 + Penalty 3124.051638 = -1544691.334426
  nChanged 1
		SP:Iteration 37Q (142485.260000 sec): 3 clusters
  Score: Raw -1547815.519934 + Penalty 3124.051638 = -1544691.468296
  nChanged 1
		SP:Iteration 38Q (142485.530000 sec): 3 clusters
  Score: Raw -1547815.751612 + Penalty 3124.051638 = -1544691.699974
  nChanged 1
		SP:Iteration 39Q (142485.740000 sec): 3 clusters
  Score: Raw -1547816.141754 + Penalty 3124.051638 = -1544692.090116
  nChanged 2
		SP:Iteration 40F (142485.970000 sec): 3 clusters
  Score: Raw -1547816.946175 + Penalty 3124.051638 = -1544692.894537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (21191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142486.140000 sec): 2 clusters
  Score: Raw -2042584.056062 + Penalty 1618.716424 = -2040965.339638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142486.450000 sec): 3 clusters
  Score: Raw -2029715.000596 + Penalty 3237.432849 = -2026477.567747
  nChanged 9655
		SP:Iteration 1F (142486.710000 sec): 3 clusters
  Score: Raw -2035351.876380 + Penalty 3237.432849 = -2032114.443531
  nChanged 1331
		SP:Iteration 2F (142487.040000 sec): 3 clusters
  Score: Raw -2036028.303391 + Penalty 3237.432849 = -2032790.870542
  nChanged 1261
		SP:Iteration 3F (142487.320000 sec): 3 clusters
  Score: Raw -2036662.563761 + Penalty 3237.432849 = -2033425.130913
  nChanged 1225
		SP:Iteration 4F (142487.550000 sec): 3 clusters
  Score: Raw -2037341.868514 + Penalty 3237.432849 = -2034104.435666
  nChanged 1175
		SP:Iteration 5F (142487.870000 sec): 3 clusters
  Score: Raw -2038011.625628 + Penalty 3237.432849 = -2034774.192779
  nChanged 1143
		SP:Iteration 6F (142488.110000 sec): 3 clusters
  Score: Raw -2038654.617271 + Penalty 3237.432849 = -2035417.184422
  nChanged 1043
		SP:Iteration 7Q (142488.490000 sec): 3 clusters
  Score: Raw -2039215.023525 + Penalty 3237.432849 = -2035977.590676
  nChanged 910
		SP:Iteration 8Q (142488.720000 sec): 3 clusters
  Score: Raw -2039739.673482 + Penalty 3237.432849 = -2036502.240633
  nChanged 858
		SP:Iteration 9Q (142489.020000 sec): 3 clusters
  Score: Raw -2040305.867355 + Penalty 3237.432849 = -2037068.434506
  nChanged 833
		SP:Iteration 10Q (142489.270000 sec): 3 clusters
  Score: Raw -2040854.861122 + Penalty 3237.432849 = -2037617.428273
  nChanged 728
		SP:Iteration 11Q (142489.530000 sec): 3 clusters
  Score: Raw -2041278.694751 + Penalty 3237.432849 = -2038041.261902
  nChanged 601
		SP:Iteration 12Q (142489.750000 sec): 3 clusters
  Score: Raw -2041594.939231 + Penalty 3237.432849 = -2038357.506382
  nChanged 494
		SP:Iteration 13Q (142490.060000 sec): 3 clusters
  Score: Raw -2041851.552994 + Penalty 3237.432849 = -2038614.120145
  nChanged 396
		SP:Iteration 14Q (142490.310000 sec): 3 clusters
  Score: Raw -2042044.988313 + Penalty 3237.432849 = -2038807.555465
  nChanged 369
		SP:Iteration 15Q (142490.590000 sec): 3 clusters
  Score: Raw -2042215.676594 + Penalty 3237.432849 = -2038978.243745
  nChanged 308
		SP:Iteration 16Q (142490.900000 sec): 3 clusters
  Score: Raw -2042349.315033 + Penalty 3237.432849 = -2039111.882184
  nChanged 269
		SP:Iteration 17Q (142491.150000 sec): 3 clusters
  Score: Raw -2042449.618600 + Penalty 3237.432849 = -2039212.185752
  nChanged 218
		SP:Iteration 18Q (142491.380000 sec): 3 clusters
  Score: Raw -2042517.700660 + Penalty 3237.432849 = -2039280.267812
  nChanged 200
		SP:Iteration 19Q (142491.650000 sec): 3 clusters
  Score: Raw -2042577.917697 + Penalty 3237.432849 = -2039340.484848
  nChanged 177
		SP:Iteration 20F (142491.950000 sec): 3 clusters
  Score: Raw -2042634.585748 + Penalty 3237.432849 = -2039397.152899
  nChanged 186
		SP:Iteration 21Q (142492.200000 sec): 3 clusters
  Score: Raw -2042702.645641 + Penalty 3237.432849 = -2039465.212792
  nChanged 160
		SP:Iteration 22Q (142492.490000 sec): 3 clusters
  Score: Raw -2042760.234726 + Penalty 3237.432849 = -2039522.801877
  nChanged 159
		SP:Iteration 23Q (142492.740000 sec): 3 clusters
  Score: Raw -2042825.142833 + Penalty 3237.432849 = -2039587.709984
  nChanged 167
		SP:Iteration 24Q (142493.020000 sec): 3 clusters
  Score: Raw -2042896.541014 + Penalty 3237.432849 = -2039659.108165
  nChanged 166
		SP:Iteration 25Q (142493.290000 sec): 3 clusters
  Score: Raw -2042968.369891 + Penalty 3237.432849 = -2039730.937043
  nChanged 171
		SP:Iteration 26Q (142493.540000 sec): 3 clusters
  Score: Raw -2043046.794133 + Penalty 3237.432849 = -2039809.361284
  nChanged 146
		SP:Iteration 27Q (142493.820000 sec): 3 clusters
  Score: Raw -2043101.565964 + Penalty 3237.432849 = -2039864.133115
  nChanged 137
		SP:Iteration 28Q (142494.090000 sec): 3 clusters
  Score: Raw -2043160.833685 + Penalty 3237.432849 = -2039923.400836
  nChanged 148
		SP:Iteration 29Q (142494.340000 sec): 3 clusters
  Score: Raw -2043228.580273 + Penalty 3237.432849 = -2039991.147424
  nChanged 149
		SP:Iteration 30Q (142494.610000 sec): 3 clusters
  Score: Raw -2043295.440386 + Penalty 3237.432849 = -2040058.007537
  nChanged 124
		SP:Iteration 31Q (142494.880000 sec): 3 clusters
  Score: Raw -2043342.281691 + Penalty 3237.432849 = -2040104.848842
  nChanged 101
		SP:Iteration 32Q (142495.160000 sec): 3 clusters
  Score: Raw -2043374.080605 + Penalty 3237.432849 = -2040136.647756
  nChanged 100
		SP:Iteration 33Q (142495.420000 sec): 3 clusters
  Score: Raw -2043404.329311 + Penalty 3237.432849 = -2040166.896463
  nChanged 75
		SP:Iteration 34Q (142495.680000 sec): 3 clusters
  Score: Raw -2043423.052526 + Penalty 3237.432849 = -2040185.619677
  nChanged 51
		SP:Iteration 35Q (142495.920000 sec): 3 clusters
  Score: Raw -2043433.657835 + Penalty 3237.432849 = -2040196.224987
  nChanged 41
		SP:Iteration 36Q (142496.140000 sec): 3 clusters
  Score: Raw -2043441.724613 + Penalty 3237.432849 = -2040204.291764
  nChanged 29
		SP:Iteration 37Q (142496.430000 sec): 3 clusters
  Score: Raw -2043447.222793 + Penalty 3237.432849 = -2040209.789944
  nChanged 27
		SP:Iteration 38Q (142496.660000 sec): 3 clusters
  Score: Raw -2043452.835464 + Penalty 3237.432849 = -2040215.402615
  nChanged 22
		SP:Iteration 39Q (142496.940000 sec): 3 clusters
  Score: Raw -2043455.801250 + Penalty 3237.432849 = -2040218.368401
  nChanged 13
		SP:Iteration 40F (142497.200000 sec): 3 clusters
  Score: Raw -2043457.911722 + Penalty 3237.432849 = -2040220.478873
  nChanged 12
		SP:Iteration 41Q (142497.500000 sec): 3 clusters
  Score: Raw -2043459.498422 + Penalty 3237.432849 = -2040222.065573
  nChanged 13
		SP:Iteration 42Q (142497.780000 sec): 3 clusters
  Score: Raw -2043461.435667 + Penalty 3237.432849 = -2040224.002818
  nChanged 14
		SP:Iteration 43Q (142498.020000 sec): 3 clusters
  Score: Raw -2043463.557162 + Penalty 3237.432849 = -2040226.124313
  nChanged 12
		SP:Iteration 44Q (142498.260000 sec): 3 clusters
  Score: Raw -2043464.894540 + Penalty 3237.432849 = -2040227.461691
  nChanged 8
		SP:Iteration 45Q (142498.510000 sec): 3 clusters
  Score: Raw -2043466.245296 + Penalty 3237.432849 = -2040228.812447
  nChanged 14
		SP:Iteration 46Q (142498.740000 sec): 3 clusters
  Score: Raw -2043468.432520 + Penalty 3237.432849 = -2040230.999671
  nChanged 9
		SP:Iteration 47Q (142499.020000 sec): 3 clusters
  Score: Raw -2043469.705819 + Penalty 3237.432849 = -2040232.272970
  nChanged 15
		SP:Iteration 48Q (142499.280000 sec): 3 clusters
  Score: Raw -2043471.981182 + Penalty 3237.432849 = -2040234.548334
  nChanged 13
		SP:Iteration 49Q (142499.520000 sec): 3 clusters
  Score: Raw -2043474.442133 + Penalty 3237.432849 = -2040237.009284
  nChanged 8
		SP:Iteration 50Q (142499.760000 sec): 3 clusters
  Score: Raw -2043475.528117 + Penalty 3237.432849 = -2040238.095268
  nChanged 3
		SP:Iteration 51Q (142500.030000 sec): 3 clusters
  Score: Raw -2043476.182045 + Penalty 3237.432849 = -2040238.749196
  nChanged 6
		SP:Iteration 52Q (142500.300000 sec): 3 clusters
  Score: Raw -2043477.291147 + Penalty 3237.432849 = -2040239.858298
  nChanged 10
		SP:Iteration 53Q (142500.620000 sec): 3 clusters
  Score: Raw -2043478.747633 + Penalty 3237.432849 = -2040241.314784
  nChanged 11
		SP:Iteration 54Q (142500.870000 sec): 3 clusters
  Score: Raw -2043480.315457 + Penalty 3237.432849 = -2040242.882608
  nChanged 12
		SP:Iteration 55Q (142501.100000 sec): 3 clusters
  Score: Raw -2043483.007252 + Penalty 3237.432849 = -2040245.574404
  nChanged 15
		SP:Iteration 56Q (142501.370000 sec): 3 clusters
  Score: Raw -2043485.449569 + Penalty 3237.432849 = -2040248.016721
  nChanged 13
		SP:Iteration 57Q (142501.610000 sec): 3 clusters
  Score: Raw -2043487.584412 + Penalty 3237.432849 = -2040250.151564
  nChanged 12
		SP:Iteration 58Q (142501.890000 sec): 3 clusters
  Score: Raw -2043489.817283 + Penalty 3237.432849 = -2040252.384434
  nChanged 16
		SP:Iteration 59Q (142502.170000 sec): 3 clusters
  Score: Raw -2043492.113266 + Penalty 3237.432849 = -2040254.680418
  nChanged 17
		SP:Iteration 60F (142502.420000 sec): 3 clusters
  Score: Raw -2043494.092468 + Penalty 3237.432849 = -2040256.659620
  nChanged 9
		SP:Iteration 61Q (142502.680000 sec): 3 clusters
  Score: Raw -2043495.365113 + Penalty 3237.432849 = -2040257.932264
  nChanged 10
		SP:Iteration 62Q (142502.950000 sec): 3 clusters
  Score: Raw -2043497.090328 + Penalty 3237.432849 = -2040259.657479
  nChanged 13
		SP:Iteration 63Q (142503.200000 sec): 3 clusters
  Score: Raw -2043498.987664 + Penalty 3237.432849 = -2040261.554816
  nChanged 10
		SP:Iteration 64Q (142503.490000 sec): 3 clusters
  Score: Raw -2043500.206528 + Penalty 3237.432849 = -2040262.773679
  nChanged 4
		SP:Iteration 65Q (142503.700000 sec): 3 clusters
  Score: Raw -2043500.753771 + Penalty 3237.432849 = -2040263.320922
  nChanged 4
		SP:Iteration 66Q (142503.920000 sec): 3 clusters
  Score: Raw -2043501.399033 + Penalty 3237.432849 = -2040263.966185
  nChanged 7
		SP:Iteration 67Q (142504.200000 sec): 3 clusters
  Score: Raw -2043502.664004 + Penalty 3237.432849 = -2040265.231155
  nChanged 6
		SP:Iteration 68Q (142504.450000 sec): 3 clusters
  Score: Raw -2043503.712741 + Penalty 3237.432849 = -2040266.279893
  nChanged 3
		SP:Iteration 69Q (142504.720000 sec): 3 clusters
  Score: Raw -2043503.960358 + Penalty 3237.432849 = -2040266.527510
  nChanged 1
		SP:Iteration 70Q (142504.950000 sec): 3 clusters
  Score: Raw -2043504.089499 + Penalty 3237.432849 = -2040266.656651
  nChanged 1
		SP:Iteration 71Q (142505.210000 sec): 3 clusters
  Score: Raw -2043504.146554 + Penalty 3237.432849 = -2040266.713705
  nChanged 1
		SP:Iteration 72Q (142505.460000 sec): 3 clusters
  Score: Raw -2043504.245836 + Penalty 3237.432849 = -2040266.812987
  nChanged 0
		SP:Iteration 73F (142505.740000 sec): 3 clusters
  Score: Raw -2043504.245836 + Penalty 3237.432849 = -2040266.812987
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142505.880000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142506.100000 sec): 3 clusters
  Score: Raw -49807.748226 + Penalty 2007.831837 = -47799.916389
  nChanged 107
		SP:Iteration 1F (142506.250000 sec): 3 clusters
  Score: Raw -49956.434813 + Penalty 2007.831837 = -47948.602976
  nChanged 32
		SP:Iteration 2F (142506.450000 sec): 3 clusters
  Score: Raw -50010.600909 + Penalty 2007.831837 = -48002.769072
  nChanged 9
		SP:Iteration 3Q (142506.640000 sec): 3 clusters
  Score: Raw -50019.909282 + Penalty 2007.831837 = -48012.077445
  nChanged 4
		SP:Iteration 4Q (142506.780000 sec): 3 clusters
  Score: Raw -50024.035999 + Penalty 2007.831837 = -48016.204162
  nChanged 2
		SP:Iteration 5Q (142506.940000 sec): 3 clusters
  Score: Raw -50025.573698 + Penalty 2007.831837 = -48017.741861
  nChanged 0
		SP:Iteration 6F (142507.120000 sec): 3 clusters
  Score: Raw -50025.573698 + Penalty 2007.831837 = -48017.741861
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (30293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142507.390000 sec): 2 clusters
  Score: Raw -3375340.511332 + Penalty 1676.784191 = -3373663.727141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142507.670000 sec): 3 clusters
  Score: Raw -3356773.075560 + Penalty 3353.568381 = -3353419.507179
  nChanged 13843
		SP:Iteration 1F (142508.040000 sec): 3 clusters
  Score: Raw -3364178.720909 + Penalty 3353.568381 = -3360825.152528
  nChanged 1278
		SP:Iteration 2Q (142508.360000 sec): 3 clusters
  Score: Raw -3364609.042721 + Penalty 3353.568381 = -3361255.474340
  nChanged 1339
		SP:Iteration 3Q (142508.710000 sec): 3 clusters
  Score: Raw -3365149.089753 + Penalty 3353.568381 = -3361795.521372
  nChanged 1551
		SP:Iteration 4F (142509.040000 sec): 3 clusters
  Score: Raw -3365979.007936 + Penalty 3353.568381 = -3362625.439555
  nChanged 2054
		SP:Iteration 5F (142509.350000 sec): 3 clusters
  Score: Raw -3367402.351840 + Penalty 3353.568381 = -3364048.783459
  nChanged 2560
		SP:Iteration 6F (142509.660000 sec): 3 clusters
  Score: Raw -3369615.453609 + Penalty 3353.568381 = -3366261.885228
  nChanged 2618
		SP:Iteration 7F (142509.960000 sec): 3 clusters
  Score: Raw -3372229.552513 + Penalty 3353.568381 = -3368875.984132
  nChanged 1902
		SP:Iteration 8F (142510.250000 sec): 3 clusters
  Score: Raw -3374186.502173 + Penalty 3353.568381 = -3370832.933792
  nChanged 874
		SP:Iteration 9Q (142510.590000 sec): 3 clusters
  Score: Raw -3375083.055059 + Penalty 3353.568381 = -3371729.486678
  nChanged 246
		SP:Iteration 10Q (142510.930000 sec): 3 clusters
  Score: Raw -3375354.837381 + Penalty 3353.568381 = -3372001.268999
  nChanged 64
		SP:Iteration 11Q (142511.220000 sec): 3 clusters
  Score: Raw -3375446.143403 + Penalty 3353.568381 = -3372092.575022
  nChanged 25
		SP:Iteration 12Q (142511.480000 sec): 3 clusters
  Score: Raw -3375489.346308 + Penalty 3353.568381 = -3372135.777927
  nChanged 12
		SP:Iteration 13Q (142511.770000 sec): 3 clusters
  Score: Raw -3375514.311408 + Penalty 3353.568381 = -3372160.743027
  nChanged 10
		SP:Iteration 14Q (142512.040000 sec): 3 clusters
  Score: Raw -3375537.604765 + Penalty 3353.568381 = -3372184.036384
  nChanged 10
		SP:Iteration 15Q (142512.310000 sec): 3 clusters
  Score: Raw -3375557.044029 + Penalty 3353.568381 = -3372203.475648
  nChanged 3
		SP:Iteration 16Q (142512.650000 sec): 3 clusters
  Score: Raw -3375560.236693 + Penalty 3353.568381 = -3372206.668312
  nChanged 1
		SP:Iteration 17Q (142512.940000 sec): 3 clusters
  Score: Raw -3375561.532220 + Penalty 3353.568381 = -3372207.963839
  nChanged 1
		SP:Iteration 18Q (142513.220000 sec): 3 clusters
  Score: Raw -3375563.244593 + Penalty 3353.568381 = -3372209.676212
  nChanged 2
		SP:Iteration 19Q (142513.500000 sec): 3 clusters
  Score: Raw -3375567.683025 + Penalty 3353.568381 = -3372214.114644
  nChanged 2
		SP:Iteration 20F (142513.810000 sec): 3 clusters
  Score: Raw -3375571.914576 + Penalty 3353.568381 = -3372218.346195
  nChanged 3
		SP:Iteration 21Q (142514.110000 sec): 3 clusters
  Score: Raw -3375574.625103 + Penalty 3353.568381 = -3372221.056722
  nChanged 1
		SP:Iteration 22Q (142514.380000 sec): 3 clusters
  Score: Raw -3375575.366900 + Penalty 3353.568381 = -3372221.798519
  nChanged 0
		SP:Iteration 23F (142514.730000 sec): 3 clusters
  Score: Raw -3375575.366900 + Penalty 3353.568381 = -3372221.798519
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142514.820000 sec): 2 clusters
  Score: Raw -613150.292593 + Penalty 1417.815756 = -611732.476836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142515.000000 sec): 3 clusters
  Score: Raw -609829.318594 + Penalty 2835.631513 = -606993.687082
  nChanged 2546
		SP:Iteration 1F (142515.200000 sec): 3 clusters
  Score: Raw -611329.950032 + Penalty 2835.631513 = -608494.318520
  nChanged 485
		SP:Iteration 2F (142515.360000 sec): 3 clusters
  Score: Raw -611644.797258 + Penalty 2835.631513 = -608809.165746
  nChanged 414
		SP:Iteration 3F (142515.500000 sec): 3 clusters
  Score: Raw -611961.757014 + Penalty 2835.631513 = -609126.125502
  nChanged 430
		SP:Iteration 4F (142515.730000 sec): 3 clusters
  Score: Raw -612311.151743 + Penalty 2835.631513 = -609475.520231
  nChanged 405
		SP:Iteration 5F (142515.880000 sec): 3 clusters
  Score: Raw -612630.733071 + Penalty 2835.631513 = -609795.101558
  nChanged 342
		SP:Iteration 6F (142516.020000 sec): 3 clusters
  Score: Raw -612854.692029 + Penalty 2835.631513 = -610019.060516
  nChanged 263
		SP:Iteration 7Q (142516.230000 sec): 3 clusters
  Score: Raw -613012.158126 + Penalty 2835.631513 = -610176.526613
  nChanged 222
		SP:Iteration 8Q (142516.430000 sec): 3 clusters
  Score: Raw -613119.928505 + Penalty 2835.631513 = -610284.296993
  nChanged 157
		SP:Iteration 9Q (142516.620000 sec): 3 clusters
  Score: Raw -613203.783618 + Penalty 2835.631513 = -610368.152105
  nChanged 135
		SP:Iteration 10Q (142516.810000 sec): 3 clusters
  Score: Raw -613280.514548 + Penalty 2835.631513 = -610444.883035
  nChanged 105
		SP:Iteration 11Q (142517.010000 sec): 3 clusters
  Score: Raw -613334.686063 + Penalty 2835.631513 = -610499.054550
  nChanged 100
		SP:Iteration 12Q (142517.220000 sec): 3 clusters
  Score: Raw -613379.220828 + Penalty 2835.631513 = -610543.589315
  nChanged 87
		SP:Iteration 13Q (142517.380000 sec): 3 clusters
  Score: Raw -613429.154488 + Penalty 2835.631513 = -610593.522976
  nChanged 74
		SP:Iteration 14Q (142517.570000 sec): 3 clusters
  Score: Raw -613460.573521 + Penalty 2835.631513 = -610624.942009
  nChanged 71
		SP:Iteration 15Q (142517.800000 sec): 3 clusters
  Score: Raw -613491.381878 + Penalty 2835.631513 = -610655.750365
  nChanged 62
		SP:Iteration 16Q (142517.960000 sec): 3 clusters
  Score: Raw -613515.816469 + Penalty 2835.631513 = -610680.184957
  nChanged 46
		SP:Iteration 17Q (142518.170000 sec): 3 clusters
  Score: Raw -613531.104887 + Penalty 2835.631513 = -610695.473375
  nChanged 39
		SP:Iteration 18Q (142518.360000 sec): 3 clusters
  Score: Raw -613543.299481 + Penalty 2835.631513 = -610707.667968
  nChanged 39
		SP:Iteration 19Q (142518.570000 sec): 3 clusters
  Score: Raw -613556.979203 + Penalty 2835.631513 = -610721.347691
  nChanged 41
		SP:Iteration 20F (142518.770000 sec): 3 clusters
  Score: Raw -613577.811180 + Penalty 2835.631513 = -610742.179668
  nChanged 37
		SP:Iteration 21Q (142518.980000 sec): 3 clusters
  Score: Raw -613593.140384 + Penalty 2835.631513 = -610757.508872
  nChanged 30
		SP:Iteration 22Q (142519.120000 sec): 3 clusters
  Score: Raw -613606.110396 + Penalty 2835.631513 = -610770.478883
  nChanged 37
		SP:Iteration 23Q (142519.310000 sec): 3 clusters
  Score: Raw -613622.716030 + Penalty 2835.631513 = -610787.084517
  nChanged 39
		SP:Iteration 24Q (142519.540000 sec): 3 clusters
  Score: Raw -613640.861039 + Penalty 2835.631513 = -610805.229526
  nChanged 36
		SP:Iteration 25Q (142519.720000 sec): 3 clusters
  Score: Raw -613657.940410 + Penalty 2835.631513 = -610822.308897
  nChanged 40
		SP:Iteration 26Q (142519.930000 sec): 3 clusters
  Score: Raw -613673.569784 + Penalty 2835.631513 = -610837.938272
  nChanged 37
		SP:Iteration 27Q (142520.080000 sec): 3 clusters
  Score: Raw -613685.238632 + Penalty 2835.631513 = -610849.607119
  nChanged 25
		SP:Iteration 28Q (142520.260000 sec): 3 clusters
  Score: Raw -613691.916477 + Penalty 2835.631513 = -610856.284965
  nChanged 24
		SP:Iteration 29Q (142520.470000 sec): 3 clusters
  Score: Raw -613698.625032 + Penalty 2835.631513 = -610862.993520
  nChanged 20
		SP:Iteration 30Q (142520.680000 sec): 3 clusters
  Score: Raw -613705.092164 + Penalty 2835.631513 = -610869.460651
  nChanged 21
		SP:Iteration 31Q (142520.850000 sec): 3 clusters
  Score: Raw -613713.465699 + Penalty 2835.631513 = -610877.834186
  nChanged 24
		SP:Iteration 32Q (142521.010000 sec): 3 clusters
  Score: Raw -613722.063801 + Penalty 2835.631513 = -610886.432289
  nChanged 24
		SP:Iteration 33Q (142521.230000 sec): 3 clusters
  Score: Raw -613730.032266 + Penalty 2835.631513 = -610894.400754
  nChanged 26
		SP:Iteration 34Q (142521.400000 sec): 3 clusters
  Score: Raw -613744.043189 + Penalty 2835.631513 = -610908.411676
  nChanged 22
		SP:Iteration 35Q (142521.600000 sec): 3 clusters
  Score: Raw -613753.659574 + Penalty 2835.631513 = -610918.028061
  nChanged 19
		SP:Iteration 36Q (142521.790000 sec): 3 clusters
  Score: Raw -613759.530446 + Penalty 2835.631513 = -610923.898934
  nChanged 18
		SP:Iteration 37Q (142521.990000 sec): 3 clusters
  Score: Raw -613766.591223 + Penalty 2835.631513 = -610930.959710
  nChanged 15
		SP:Iteration 38Q (142522.190000 sec): 3 clusters
  Score: Raw -613770.629357 + Penalty 2835.631513 = -610934.997844
  nChanged 12
		SP:Iteration 39Q (142522.350000 sec): 3 clusters
  Score: Raw -613774.422988 + Penalty 2835.631513 = -610938.791475
  nChanged 15
		SP:Iteration 40F (142522.560000 sec): 3 clusters
  Score: Raw -613779.493388 + Penalty 2835.631513 = -610943.861876
  nChanged 10
		SP:Iteration 41Q (142522.740000 sec): 3 clusters
  Score: Raw -613781.983917 + Penalty 2835.631513 = -610946.352405
  nChanged 9
		SP:Iteration 42Q (142522.960000 sec): 3 clusters
  Score: Raw -613785.188916 + Penalty 2835.631513 = -610949.557403
  nChanged 8
		SP:Iteration 43Q (142523.140000 sec): 3 clusters
  Score: Raw -613788.775095 + Penalty 2835.631513 = -610953.143582
  nChanged 11
		SP:Iteration 44Q (142523.330000 sec): 3 clusters
  Score: Raw -613793.358417 + Penalty 2835.631513 = -610957.726905
  nChanged 10
		SP:Iteration 45Q (142523.570000 sec): 3 clusters
  Score: Raw -613796.030614 + Penalty 2835.631513 = -610960.399102
  nChanged 6
		SP:Iteration 46Q (142523.740000 sec): 3 clusters
  Score: Raw -613797.422560 + Penalty 2835.631513 = -610961.791047
  nChanged 7
		SP:Iteration 47Q (142523.940000 sec): 3 clusters
  Score: Raw -613800.244143 + Penalty 2835.631513 = -610964.612631
  nChanged 7
		SP:Iteration 48Q (142524.140000 sec): 3 clusters
  Score: Raw -613803.000239 + Penalty 2835.631513 = -610967.368727
  nChanged 6
		SP:Iteration 49Q (142524.340000 sec): 3 clusters
  Score: Raw -613804.505785 + Penalty 2835.631513 = -610968.874272
  nChanged 4
		SP:Iteration 50Q (142524.530000 sec): 3 clusters
  Score: Raw -613805.734489 + Penalty 2835.631513 = -610970.102977
  nChanged 2
		SP:Iteration 51Q (142524.700000 sec): 3 clusters
  Score: Raw -613807.075082 + Penalty 2835.631513 = -610971.443570
  nChanged 3
		SP:Iteration 52Q (142524.900000 sec): 3 clusters
  Score: Raw -613808.241190 + Penalty 2835.631513 = -610972.609677
  nChanged 0
		SP:Iteration 53F (142525.110000 sec): 3 clusters
  Score: Raw -613808.241190 + Penalty 2835.631513 = -610972.609677
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142525.240000 sec): 2 clusters
  Score: Raw -677724.620340 + Penalty 1433.315661 = -676291.304679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142525.400000 sec): 3 clusters
  Score: Raw -674092.449473 + Penalty 2866.631321 = -671225.818152
  nChanged 2859
		SP:Iteration 1F (142525.630000 sec): 3 clusters
  Score: Raw -675664.967545 + Penalty 2866.631321 = -672798.336223
  nChanged 482
		SP:Iteration 2F (142525.820000 sec): 3 clusters
  Score: Raw -675905.351641 + Penalty 2866.631321 = -673038.720320
  nChanged 371
		SP:Iteration 3F (142526.000000 sec): 3 clusters
  Score: Raw -676073.064359 + Penalty 2866.631321 = -673206.433038
  nChanged 300
		SP:Iteration 4Q (142526.190000 sec): 3 clusters
  Score: Raw -676210.847468 + Penalty 2866.631321 = -673344.216147
  nChanged 262
		SP:Iteration 5Q (142526.360000 sec): 3 clusters
  Score: Raw -676350.927721 + Penalty 2866.631321 = -673484.296399
  nChanged 269
		SP:Iteration 6Q (142526.560000 sec): 3 clusters
  Score: Raw -676497.312331 + Penalty 2866.631321 = -673630.681009
  nChanged 267
		SP:Iteration 7Q (142526.720000 sec): 3 clusters
  Score: Raw -676658.605435 + Penalty 2866.631321 = -673791.974114
  nChanged 285
		SP:Iteration 8Q (142526.930000 sec): 3 clusters
  Score: Raw -676860.672502 + Penalty 2866.631321 = -673994.041180
  nChanged 297
		SP:Iteration 9Q (142527.120000 sec): 3 clusters
  Score: Raw -677091.984673 + Penalty 2866.631321 = -674225.353352
  nChanged 280
		SP:Iteration 10Q (142527.330000 sec): 3 clusters
  Score: Raw -677312.508317 + Penalty 2866.631321 = -674445.876996
  nChanged 255
		SP:Iteration 11Q (142527.520000 sec): 3 clusters
  Score: Raw -677559.836919 + Penalty 2866.631321 = -674693.205597
  nChanged 242
		SP:Iteration 12Q (142527.720000 sec): 3 clusters
  Score: Raw -677781.317580 + Penalty 2866.631321 = -674914.686259
  nChanged 208
		SP:Iteration 13Q (142527.920000 sec): 3 clusters
  Score: Raw -677958.540638 + Penalty 2866.631321 = -675091.909317
  nChanged 176
		SP:Iteration 14Q (142528.140000 sec): 3 clusters
  Score: Raw -678091.325973 + Penalty 2866.631321 = -675224.694652
  nChanged 151
		SP:Iteration 15Q (142528.340000 sec): 3 clusters
  Score: Raw -678189.986137 + Penalty 2866.631321 = -675323.354815
  nChanged 134
		SP:Iteration 16Q (142528.530000 sec): 3 clusters
  Score: Raw -678269.126119 + Penalty 2866.631321 = -675402.494797
  nChanged 109
		SP:Iteration 17Q (142528.750000 sec): 3 clusters
  Score: Raw -678324.906879 + Penalty 2866.631321 = -675458.275557
  nChanged 84
		SP:Iteration 18Q (142528.950000 sec): 3 clusters
  Score: Raw -678362.169321 + Penalty 2866.631321 = -675495.538000
  nChanged 68
		SP:Iteration 19Q (142529.150000 sec): 3 clusters
  Score: Raw -678388.178686 + Penalty 2866.631321 = -675521.547365
  nChanged 59
		SP:Iteration 20F (142529.320000 sec): 3 clusters
  Score: Raw -678409.550132 + Penalty 2866.631321 = -675542.918811
  nChanged 47
		SP:Iteration 21Q (142529.520000 sec): 3 clusters
  Score: Raw -678429.565822 + Penalty 2866.631321 = -675562.934501
  nChanged 49
		SP:Iteration 22Q (142529.720000 sec): 3 clusters
  Score: Raw -678453.166813 + Penalty 2866.631321 = -675586.535492
  nChanged 63
		SP:Iteration 23Q (142529.960000 sec): 3 clusters
  Score: Raw -678481.789041 + Penalty 2866.631321 = -675615.157720
  nChanged 58
		SP:Iteration 24Q (142530.160000 sec): 3 clusters
  Score: Raw -678503.396931 + Penalty 2866.631321 = -675636.765610
  nChanged 50
		SP:Iteration 25Q (142530.340000 sec): 3 clusters
  Score: Raw -678522.248944 + Penalty 2866.631321 = -675655.617623
  nChanged 40
		SP:Iteration 26Q (142530.500000 sec): 3 clusters
  Score: Raw -678535.657814 + Penalty 2866.631321 = -675669.026492
  nChanged 36
		SP:Iteration 27Q (142530.750000 sec): 3 clusters
  Score: Raw -678546.790975 + Penalty 2866.631321 = -675680.159654
  nChanged 32
		SP:Iteration 28Q (142530.940000 sec): 3 clusters
  Score: Raw -678555.556481 + Penalty 2866.631321 = -675688.925160
  nChanged 21
		SP:Iteration 29Q (142531.100000 sec): 3 clusters
  Score: Raw -678560.819417 + Penalty 2866.631321 = -675694.188096
  nChanged 19
		SP:Iteration 30Q (142531.320000 sec): 3 clusters
  Score: Raw -678566.304398 + Penalty 2866.631321 = -675699.673077
  nChanged 15
		SP:Iteration 31Q (142531.500000 sec): 3 clusters
  Score: Raw -678569.252666 + Penalty 2866.631321 = -675702.621344
  nChanged 6
		SP:Iteration 32Q (142531.680000 sec): 3 clusters
  Score: Raw -678570.376910 + Penalty 2866.631321 = -675703.745589
  nChanged 1
		SP:Iteration 33Q (142531.850000 sec): 3 clusters
  Score: Raw -678570.438190 + Penalty 2866.631321 = -675703.806868
  nChanged 0
		SP:Iteration 34F (142532.060000 sec): 3 clusters
  Score: Raw -678570.438190 + Penalty 2866.631321 = -675703.806868
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142532.160000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142532.330000 sec): 3 clusters
  Score: Raw -143966.584478 + Penalty 2335.988578 = -141630.595899
  nChanged 416
		SP:Iteration 1F (142532.520000 sec): 3 clusters
  Score: Raw -144301.272968 + Penalty 2335.988578 = -141965.284390
  nChanged 113
		SP:Iteration 2F (142532.710000 sec): 3 clusters
  Score: Raw -144396.652681 + Penalty 2335.988578 = -142060.664103
  nChanged 59
		SP:Iteration 3Q (142532.890000 sec): 3 clusters
  Score: Raw -144446.731297 + Penalty 2335.988578 = -142110.742719
  nChanged 56
		SP:Iteration 4Q (142533.050000 sec): 3 clusters
  Score: Raw -144492.604808 + Penalty 2335.988578 = -142156.616229
  nChanged 46
		SP:Iteration 5Q (142533.240000 sec): 3 clusters
  Score: Raw -144533.101222 + Penalty 2335.988578 = -142197.112644
  nChanged 35
		SP:Iteration 6Q (142533.400000 sec): 3 clusters
  Score: Raw -144561.431080 + Penalty 2335.988578 = -142225.442501
  nChanged 30
		SP:Iteration 7Q (142533.560000 sec): 3 clusters
  Score: Raw -144583.851289 + Penalty 2335.988578 = -142247.862711
  nChanged 18
		SP:Iteration 8Q (142533.700000 sec): 3 clusters
  Score: Raw -144596.753726 + Penalty 2335.988578 = -142260.765148
  nChanged 16
		SP:Iteration 9Q (142533.920000 sec): 3 clusters
  Score: Raw -144606.416362 + Penalty 2335.988578 = -142270.427784
  nChanged 13
		SP:Iteration 10Q (142534.070000 sec): 3 clusters
  Score: Raw -144618.382281 + Penalty 2335.988578 = -142282.393703
  nChanged 13
		SP:Iteration 11Q (142534.260000 sec): 3 clusters
  Score: Raw -144628.322924 + Penalty 2335.988578 = -142292.334346
  nChanged 10
		SP:Iteration 12Q (142534.400000 sec): 3 clusters
  Score: Raw -144637.010487 + Penalty 2335.988578 = -142301.021909
  nChanged 10
		SP:Iteration 13Q (142534.560000 sec): 3 clusters
  Score: Raw -144644.937695 + Penalty 2335.988578 = -142308.949116
  nChanged 11
		SP:Iteration 14Q (142534.780000 sec): 3 clusters
  Score: Raw -144653.824990 + Penalty 2335.988578 = -142317.836411
  nChanged 11
		SP:Iteration 15Q (142534.910000 sec): 3 clusters
  Score: Raw -144664.626687 + Penalty 2335.988578 = -142328.638109
  nChanged 12
		SP:Iteration 16Q (142535.100000 sec): 3 clusters
  Score: Raw -144679.272297 + Penalty 2335.988578 = -142343.283719
  nChanged 14
		SP:Iteration 17Q (142535.270000 sec): 3 clusters
  Score: Raw -144699.740102 + Penalty 2335.988578 = -142363.751524
  nChanged 16
		SP:Iteration 18Q (142535.450000 sec): 3 clusters
  Score: Raw -144719.275785 + Penalty 2335.988578 = -142383.287206
  nChanged 22
		SP:Iteration 19Q (142535.620000 sec): 3 clusters
  Score: Raw -144742.563669 + Penalty 2335.988578 = -142406.575091
  nChanged 16
		SP:Iteration 20F (142535.790000 sec): 3 clusters
  Score: Raw -144760.121673 + Penalty 2335.988578 = -142424.133095
  nChanged 22
		SP:Iteration 21Q (142535.960000 sec): 3 clusters
  Score: Raw -144783.393709 + Penalty 2335.988578 = -142447.405130
  nChanged 18
		SP:Iteration 22Q (142536.170000 sec): 3 clusters
  Score: Raw -144797.600227 + Penalty 2335.988578 = -142461.611648
  nChanged 11
		SP:Iteration 23Q (142536.320000 sec): 3 clusters
  Score: Raw -144808.561922 + Penalty 2335.988578 = -142472.573343
  nChanged 16
		SP:Iteration 24Q (142536.500000 sec): 3 clusters
  Score: Raw -144824.948972 + Penalty 2335.988578 = -142488.960393
  nChanged 8
		SP:Iteration 25Q (142536.690000 sec): 3 clusters
  Score: Raw -144832.996655 + Penalty 2335.988578 = -142497.008077
  nChanged 8
		SP:Iteration 26Q (142536.840000 sec): 3 clusters
  Score: Raw -144843.015457 + Penalty 2335.988578 = -142507.026879
  nChanged 7
		SP:Iteration 27Q (142537.000000 sec): 3 clusters
  Score: Raw -144850.379459 + Penalty 2335.988578 = -142514.390881
  nChanged 7
		SP:Iteration 28Q (142537.220000 sec): 3 clusters
  Score: Raw -144855.816658 + Penalty 2335.988578 = -142519.828080
  nChanged 7
		SP:Iteration 29Q (142537.400000 sec): 3 clusters
  Score: Raw -144859.912181 + Penalty 2335.988578 = -142523.923603
  nChanged 4
		SP:Iteration 30Q (142537.550000 sec): 3 clusters
  Score: Raw -144862.892528 + Penalty 2335.988578 = -142526.903950
  nChanged 4
		SP:Iteration 31Q (142537.740000 sec): 3 clusters
  Score: Raw -144868.058208 + Penalty 2335.988578 = -142532.069630
  nChanged 2
		SP:Iteration 32Q (142537.910000 sec): 3 clusters
  Score: Raw -144869.046506 + Penalty 2335.988578 = -142533.057928
  nChanged 0
		SP:Iteration 33F (142538.100000 sec): 3 clusters
  Score: Raw -144869.046506 + Penalty 2335.988578 = -142533.057928
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (106250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142538.600000 sec): 2 clusters
  Score: Raw -10954635.226517 + Penalty 1880.701889 = -10952754.524628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142539.180000 sec): 3 clusters
  Score: Raw -10885628.494119 + Penalty 3761.403778 = -10881867.090341
  nChanged 50981
		SP:Iteration 1F (142539.760000 sec): 3 clusters
  Score: Raw -10915244.770434 + Penalty 3761.403778 = -10911483.366655
  nChanged 3563
		SP:Iteration 2Q (142540.390000 sec): 3 clusters
  Score: Raw -10916132.626717 + Penalty 3761.403778 = -10912371.222938
  nChanged 3735
		SP:Iteration 3Q (142541.010000 sec): 3 clusters
  Score: Raw -10917141.733669 + Penalty 3761.403778 = -10913380.329891
  nChanged 3890
		SP:Iteration 4Q (142541.610000 sec): 3 clusters
  Score: Raw -10918351.080651 + Penalty 3761.403778 = -10914589.676873
  nChanged 4204
		SP:Iteration 5Q (142542.360000 sec): 3 clusters
  Score: Raw -10919852.799090 + Penalty 3761.403778 = -10916091.395312
  nChanged 4581
		SP:Iteration 6Q (142543.050000 sec): 3 clusters
  Score: Raw -10921766.568462 + Penalty 3761.403778 = -10918005.164684
  nChanged 4918
		SP:Iteration 7Q (142543.770000 sec): 3 clusters
  Score: Raw -10924008.199503 + Penalty 3761.403778 = -10920246.795725
  nChanged 5148
		SP:Iteration 8Q (142544.400000 sec): 3 clusters
  Score: Raw -10926599.685160 + Penalty 3761.403778 = -10922838.281381
  nChanged 5229
		SP:Iteration 9Q (142545.040000 sec): 3 clusters
  Score: Raw -10929301.629079 + Penalty 3761.403778 = -10925540.225300
  nChanged 5088
		SP:Iteration 10Q (142545.710000 sec): 3 clusters
  Score: Raw -10931990.955094 + Penalty 3761.403778 = -10928229.551315
  nChanged 4753
		SP:Iteration 11Q (142546.370000 sec): 3 clusters
  Score: Raw -10934364.126529 + Penalty 3761.403778 = -10930602.722751
  nChanged 4123
		SP:Iteration 12Q (142547.060000 sec): 3 clusters
  Score: Raw -10936140.402431 + Penalty 3761.403778 = -10932378.998653
  nChanged 3172
		SP:Iteration 13Q (142547.790000 sec): 3 clusters
  Score: Raw -10937256.222942 + Penalty 3761.403778 = -10933494.819164
  nChanged 2440
		SP:Iteration 14Q (142548.440000 sec): 3 clusters
  Score: Raw -10937909.852751 + Penalty 3761.403778 = -10934148.448973
  nChanged 1810
		SP:Iteration 15Q (142549.180000 sec): 3 clusters
  Score: Raw -10938327.100572 + Penalty 3761.403778 = -10934565.696794
  nChanged 1540
		SP:Iteration 16Q (142549.880000 sec): 3 clusters
  Score: Raw -10938687.940955 + Penalty 3761.403778 = -10934926.537177
  nChanged 1485
		SP:Iteration 17Q (142550.510000 sec): 3 clusters
  Score: Raw -10939054.468005 + Penalty 3761.403778 = -10935293.064227
  nChanged 1522
		SP:Iteration 18Q (142551.190000 sec): 3 clusters
  Score: Raw -10939443.324684 + Penalty 3761.403778 = -10935681.920906
  nChanged 1565
		SP:Iteration 19Q (142551.890000 sec): 3 clusters
  Score: Raw -10939884.185438 + Penalty 3761.403778 = -10936122.781660
  nChanged 1672
		SP:Iteration 20F (142552.560000 sec): 3 clusters
  Score: Raw -10940356.994103 + Penalty 3761.403778 = -10936595.590325
  nChanged 1711
		SP:Iteration 21Q (142553.150000 sec): 3 clusters
  Score: Raw -10940875.359099 + Penalty 3761.403778 = -10937113.955321
  nChanged 1772
		SP:Iteration 22Q (142553.750000 sec): 3 clusters
  Score: Raw -10941445.401561 + Penalty 3761.403778 = -10937683.997783
  nChanged 1878
		SP:Iteration 23Q (142554.380000 sec): 3 clusters
  Score: Raw -10942093.276141 + Penalty 3761.403778 = -10938331.872363
  nChanged 1934
		SP:Iteration 24Q (142555.040000 sec): 3 clusters
  Score: Raw -10942804.175563 + Penalty 3761.403778 = -10939042.771785
  nChanged 2030
		SP:Iteration 25Q (142555.680000 sec): 3 clusters
  Score: Raw -10943623.686272 + Penalty 3761.403778 = -10939862.282494
  nChanged 2142
		SP:Iteration 26Q (142556.290000 sec): 3 clusters
  Score: Raw -10944561.045814 + Penalty 3761.403778 = -10940799.642036
  nChanged 2064
		SP:Iteration 27Q (142556.880000 sec): 3 clusters
  Score: Raw -10945480.973714 + Penalty 3761.403778 = -10941719.569936
  nChanged 1989
		SP:Iteration 28Q (142557.480000 sec): 3 clusters
  Score: Raw -10946411.945115 + Penalty 3761.403778 = -10942650.541337
  nChanged 1987
		SP:Iteration 29Q (142558.070000 sec): 3 clusters
  Score: Raw -10947375.651366 + Penalty 3761.403778 = -10943614.247588
  nChanged 1884
		SP:Iteration 30Q (142558.660000 sec): 3 clusters
  Score: Raw -10948358.737577 + Penalty 3761.403778 = -10944597.333799
  nChanged 1852
		SP:Iteration 31Q (142559.210000 sec): 3 clusters
  Score: Raw -10949413.223906 + Penalty 3761.403778 = -10945651.820128
  nChanged 1730
		SP:Iteration 32Q (142559.760000 sec): 3 clusters
  Score: Raw -10950444.255980 + Penalty 3761.403778 = -10946682.852202
  nChanged 1572
		SP:Iteration 33Q (142560.340000 sec): 3 clusters
  Score: Raw -10951447.007536 + Penalty 3761.403778 = -10947685.603758
  nChanged 1337
		SP:Iteration 34Q (142560.910000 sec): 3 clusters
  Score: Raw -10952352.237097 + Penalty 3761.403778 = -10948590.833319
  nChanged 1170
		SP:Iteration 35Q (142561.480000 sec): 3 clusters
  Score: Raw -10953175.126918 + Penalty 3761.403778 = -10949413.723139
  nChanged 962
		SP:Iteration 36Q (142561.980000 sec): 3 clusters
  Score: Raw -10953873.411106 + Penalty 3761.403778 = -10950112.007328
  nChanged 794
		SP:Iteration 37Q (142562.600000 sec): 3 clusters
  Score: Raw -10954446.000996 + Penalty 3761.403778 = -10950684.597217
  nChanged 622
		SP:Iteration 38Q (142563.200000 sec): 3 clusters
  Score: Raw -10954835.321892 + Penalty 3761.403778 = -10951073.918114
  nChanged 496
		SP:Iteration 39Q (142563.750000 sec): 3 clusters
  Score: Raw -10955097.498695 + Penalty 3761.403778 = -10951336.094916
  nChanged 372
		SP:Iteration 40F (142564.410000 sec): 3 clusters
  Score: Raw -10955275.322620 + Penalty 3761.403778 = -10951513.918842
  nChanged 308
		SP:Iteration 41Q (142565.040000 sec): 3 clusters
  Score: Raw -10955389.627557 + Penalty 3761.403778 = -10951628.223779
  nChanged 232
		SP:Iteration 42Q (142565.610000 sec): 3 clusters
  Score: Raw -10955468.293985 + Penalty 3761.403778 = -10951706.890207
  nChanged 184
		SP:Iteration 43Q (142566.180000 sec): 3 clusters
  Score: Raw -10955523.916290 + Penalty 3761.403778 = -10951762.512512
  nChanged 145
		SP:Iteration 44Q (142566.690000 sec): 3 clusters
  Score: Raw -10955558.834231 + Penalty 3761.403778 = -10951797.430453
  nChanged 113
		SP:Iteration 45Q (142567.190000 sec): 3 clusters
  Score: Raw -10955586.674263 + Penalty 3761.403778 = -10951825.270485
  nChanged 89
		SP:Iteration 46Q (142567.730000 sec): 3 clusters
  Score: Raw -10955606.707372 + Penalty 3761.403778 = -10951845.303593
  nChanged 76
		SP:Iteration 47Q (142568.230000 sec): 3 clusters
  Score: Raw -10955625.531314 + Penalty 3761.403778 = -10951864.127536
  nChanged 77
		SP:Iteration 48Q (142568.720000 sec): 3 clusters
  Score: Raw -10955640.679592 + Penalty 3761.403778 = -10951879.275813
  nChanged 59
		SP:Iteration 49Q (142569.250000 sec): 3 clusters
  Score: Raw -10955649.042541 + Penalty 3761.403778 = -10951887.638762
  nChanged 44
		SP:Iteration 50Q (142569.760000 sec): 3 clusters
  Score: Raw -10955656.606006 + Penalty 3761.403778 = -10951895.202228
  nChanged 31
		SP:Iteration 51Q (142570.340000 sec): 3 clusters
  Score: Raw -10955661.556246 + Penalty 3761.403778 = -10951900.152467
  nChanged 24
		SP:Iteration 52Q (142570.860000 sec): 3 clusters
  Score: Raw -10955665.915823 + Penalty 3761.403778 = -10951904.512045
  nChanged 25
		SP:Iteration 53Q (142571.410000 sec): 3 clusters
  Score: Raw -10955670.211911 + Penalty 3761.403778 = -10951908.808133
  nChanged 20
		SP:Iteration 54Q (142571.940000 sec): 3 clusters
  Score: Raw -10955672.924861 + Penalty 3761.403778 = -10951911.521083
  nChanged 16
		SP:Iteration 55Q (142572.570000 sec): 3 clusters
  Score: Raw -10955674.946259 + Penalty 3761.403778 = -10951913.542481
  nChanged 15
		SP:Iteration 56Q (142573.110000 sec): 3 clusters
  Score: Raw -10955676.955093 + Penalty 3761.403778 = -10951915.551314
  nChanged 10
		SP:Iteration 57Q (142573.740000 sec): 3 clusters
  Score: Raw -10955678.205514 + Penalty 3761.403778 = -10951916.801736
  nChanged 8
		SP:Iteration 58Q (142574.450000 sec): 3 clusters
  Score: Raw -10955679.191849 + Penalty 3761.403778 = -10951917.788071
  nChanged 9
		SP:Iteration 59Q (142575.110000 sec): 3 clusters
  Score: Raw -10955680.167340 + Penalty 3761.403778 = -10951918.763562
  nChanged 4
		SP:Iteration 60F (142575.740000 sec): 3 clusters
  Score: Raw -10955680.559566 + Penalty 3761.403778 = -10951919.155788
  nChanged 2
		SP:Iteration 61Q (142576.420000 sec): 3 clusters
  Score: Raw -10955680.762074 + Penalty 3761.403778 = -10951919.358296
  nChanged 1
		SP:Iteration 62Q (142577.010000 sec): 3 clusters
  Score: Raw -10955681.054758 + Penalty 3761.403778 = -10951919.650979
  nChanged 2
		SP:Iteration 63Q (142577.590000 sec): 3 clusters
  Score: Raw -10955681.319506 + Penalty 3761.403778 = -10951919.915728
  nChanged 3
		SP:Iteration 64Q (142578.160000 sec): 3 clusters
  Score: Raw -10955681.545709 + Penalty 3761.403778 = -10951920.141931
  nChanged 1
		SP:Iteration 65Q (142578.760000 sec): 3 clusters
  Score: Raw -10955681.586085 + Penalty 3761.403778 = -10951920.182307
  nChanged 0
		SP:Iteration 66F (142579.390000 sec): 3 clusters
  Score: Raw -10955681.586085 + Penalty 3761.403778 = -10951920.182307
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142579.520000 sec): 2 clusters
  Score: Raw -307531.365568 + Penalty 1307.199629 = -306224.165939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142579.720000 sec): 3 clusters
  Score: Raw -306038.471396 + Penalty 2614.399257 = -303424.072139
  nChanged 1221
		SP:Iteration 1F (142579.950000 sec): 3 clusters
  Score: Raw -306778.177387 + Penalty 2614.399257 = -304163.778129
  nChanged 264
		SP:Iteration 2F (142580.140000 sec): 3 clusters
  Score: Raw -306982.601382 + Penalty 2614.399257 = -304368.202124
  nChanged 202
		SP:Iteration 3F (142580.320000 sec): 3 clusters
  Score: Raw -307128.959318 + Penalty 2614.399257 = -304514.560061
  nChanged 160
		SP:Iteration 4F (142580.500000 sec): 3 clusters
  Score: Raw -307231.479552 + Penalty 2614.399257 = -304617.080295
  nChanged 138
		SP:Iteration 5Q (142580.680000 sec): 3 clusters
  Score: Raw -307323.142318 + Penalty 2614.399257 = -304708.743060
  nChanged 112
		SP:Iteration 6Q (142580.850000 sec): 3 clusters
  Score: Raw -307389.345571 + Penalty 2614.399257 = -304774.946314
  nChanged 86
		SP:Iteration 7Q (142581.070000 sec): 3 clusters
  Score: Raw -307432.607267 + Penalty 2614.399257 = -304818.208010
  nChanged 63
		SP:Iteration 8Q (142581.280000 sec): 3 clusters
  Score: Raw -307458.588967 + Penalty 2614.399257 = -304844.189709
  nChanged 57
		SP:Iteration 9Q (142581.440000 sec): 3 clusters
  Score: Raw -307486.145911 + Penalty 2614.399257 = -304871.746654
  nChanged 48
		SP:Iteration 10Q (142581.640000 sec): 3 clusters
  Score: Raw -307513.083199 + Penalty 2614.399257 = -304898.683941
  nChanged 53
		SP:Iteration 11Q (142581.790000 sec): 3 clusters
  Score: Raw -307541.371150 + Penalty 2614.399257 = -304926.971893
  nChanged 48
		SP:Iteration 12Q (142581.980000 sec): 3 clusters
  Score: Raw -307563.256679 + Penalty 2614.399257 = -304948.857422
  nChanged 43
		SP:Iteration 13Q (142582.180000 sec): 3 clusters
  Score: Raw -307582.882660 + Penalty 2614.399257 = -304968.483402
  nChanged 34
		SP:Iteration 14Q (142582.440000 sec): 3 clusters
  Score: Raw -307597.854618 + Penalty 2614.399257 = -304983.455361
  nChanged 30
		SP:Iteration 15Q (142582.640000 sec): 3 clusters
  Score: Raw -307610.129393 + Penalty 2614.399257 = -304995.730136
  nChanged 31
		SP:Iteration 16Q (142582.800000 sec): 3 clusters
  Score: Raw -307622.397165 + Penalty 2614.399257 = -305007.997908
  nChanged 28
		SP:Iteration 17Q (142583.030000 sec): 3 clusters
  Score: Raw -307635.309524 + Penalty 2614.399257 = -305020.910267
  nChanged 27
		SP:Iteration 18Q (142583.210000 sec): 3 clusters
  Score: Raw -307642.757226 + Penalty 2614.399257 = -305028.357968
  nChanged 12
		SP:Iteration 19Q (142583.420000 sec): 3 clusters
  Score: Raw -307649.041992 + Penalty 2614.399257 = -305034.642735
  nChanged 17
		SP:Iteration 20F (142583.570000 sec): 3 clusters
  Score: Raw -307654.642133 + Penalty 2614.399257 = -305040.242876
  nChanged 11
		SP:Iteration 21Q (142583.780000 sec): 3 clusters
  Score: Raw -307659.603368 + Penalty 2614.399257 = -305045.204111
  nChanged 12
		SP:Iteration 22Q (142583.950000 sec): 3 clusters
  Score: Raw -307663.560616 + Penalty 2614.399257 = -305049.161358
  nChanged 10
		SP:Iteration 23Q (142584.170000 sec): 3 clusters
  Score: Raw -307666.964693 + Penalty 2614.399257 = -305052.565435
  nChanged 11
		SP:Iteration 24Q (142584.370000 sec): 3 clusters
  Score: Raw -307670.160801 + Penalty 2614.399257 = -305055.761544
  nChanged 11
		SP:Iteration 25Q (142584.590000 sec): 3 clusters
  Score: Raw -307673.417612 + Penalty 2614.399257 = -305059.018355
  nChanged 9
		SP:Iteration 26Q (142584.790000 sec): 3 clusters
  Score: Raw -307677.521014 + Penalty 2614.399257 = -305063.121757
  nChanged 12
		SP:Iteration 27Q (142584.950000 sec): 3 clusters
  Score: Raw -307681.725282 + Penalty 2614.399257 = -305067.326025
  nChanged 7
		SP:Iteration 28Q (142585.160000 sec): 3 clusters
  Score: Raw -307682.930182 + Penalty 2614.399257 = -305068.530925
  nChanged 5
		SP:Iteration 29Q (142585.360000 sec): 3 clusters
  Score: Raw -307684.196736 + Penalty 2614.399257 = -305069.797478
  nChanged 11
		SP:Iteration 30Q (142585.530000 sec): 3 clusters
  Score: Raw -307687.311252 + Penalty 2614.399257 = -305072.911995
  nChanged 7
		SP:Iteration 31Q (142585.740000 sec): 3 clusters
  Score: Raw -307690.562385 + Penalty 2614.399257 = -305076.163127
  nChanged 12
		SP:Iteration 32Q (142585.950000 sec): 3 clusters
  Score: Raw -307694.587416 + Penalty 2614.399257 = -305080.188159
  nChanged 9
		SP:Iteration 33Q (142586.170000 sec): 3 clusters
  Score: Raw -307700.244688 + Penalty 2614.399257 = -305085.845431
  nChanged 16
		SP:Iteration 34Q (142586.350000 sec): 3 clusters
  Score: Raw -307706.453756 + Penalty 2614.399257 = -305092.054498
  nChanged 19
		SP:Iteration 35Q (142586.540000 sec): 3 clusters
  Score: Raw -307715.805983 + Penalty 2614.399257 = -305101.406726
  nChanged 25
		SP:Iteration 36Q (142586.720000 sec): 3 clusters
  Score: Raw -307727.677252 + Penalty 2614.399257 = -305113.277995
  nChanged 26
		SP:Iteration 37Q (142586.930000 sec): 3 clusters
  Score: Raw -307738.425393 + Penalty 2614.399257 = -305124.026136
  nChanged 22
		SP:Iteration 38Q (142587.170000 sec): 3 clusters
  Score: Raw -307747.504542 + Penalty 2614.399257 = -305133.105284
  nChanged 21
		SP:Iteration 39Q (142587.340000 sec): 3 clusters
  Score: Raw -307755.562398 + Penalty 2614.399257 = -305141.163141
  nChanged 18
		SP:Iteration 40F (142587.530000 sec): 3 clusters
  Score: Raw -307763.677398 + Penalty 2614.399257 = -305149.278141
  nChanged 15
		SP:Iteration 41Q (142587.770000 sec): 3 clusters
  Score: Raw -307770.282551 + Penalty 2614.399257 = -305155.883294
  nChanged 16
		SP:Iteration 42Q (142587.950000 sec): 3 clusters
  Score: Raw -307774.405687 + Penalty 2614.399257 = -305160.006430
  nChanged 7
		SP:Iteration 43Q (142588.130000 sec): 3 clusters
  Score: Raw -307775.889582 + Penalty 2614.399257 = -305161.490325
  nChanged 7
		SP:Iteration 44Q (142588.360000 sec): 3 clusters
  Score: Raw -307777.133058 + Penalty 2614.399257 = -305162.733801
  nChanged 5
		SP:Iteration 45Q (142588.580000 sec): 3 clusters
  Score: Raw -307778.217964 + Penalty 2614.399257 = -305163.818706
  nChanged 6
		SP:Iteration 46Q (142588.770000 sec): 3 clusters
  Score: Raw -307779.815235 + Penalty 2614.399257 = -305165.415978
  nChanged 5
		SP:Iteration 47Q (142588.940000 sec): 3 clusters
  Score: Raw -307781.187928 + Penalty 2614.399257 = -305166.788671
  nChanged 3
		SP:Iteration 48Q (142589.130000 sec): 3 clusters
  Score: Raw -307782.721027 + Penalty 2614.399257 = -305168.321770
  nChanged 3
		SP:Iteration 49Q (142589.310000 sec): 3 clusters
  Score: Raw -307783.229522 + Penalty 2614.399257 = -305168.830265
  nChanged 5
		SP:Iteration 50Q (142589.480000 sec): 3 clusters
  Score: Raw -307784.501077 + Penalty 2614.399257 = -305170.101820
  nChanged 5
		SP:Iteration 51Q (142589.640000 sec): 3 clusters
  Score: Raw -307785.743468 + Penalty 2614.399257 = -305171.344211
  nChanged 3
		SP:Iteration 52Q (142589.820000 sec): 3 clusters
  Score: Raw -307786.382697 + Penalty 2614.399257 = -305171.983439
  nChanged 4
		SP:Iteration 53Q (142589.990000 sec): 3 clusters
  Score: Raw -307787.882113 + Penalty 2614.399257 = -305173.482856
  nChanged 6
		SP:Iteration 54Q (142590.190000 sec): 3 clusters
  Score: Raw -307789.358761 + Penalty 2614.399257 = -305174.959504
  nChanged 8
		SP:Iteration 55Q (142590.390000 sec): 3 clusters
  Score: Raw -307791.911884 + Penalty 2614.399257 = -305177.512627
  nChanged 4
		SP:Iteration 56Q (142590.610000 sec): 3 clusters
  Score: Raw -307793.262489 + Penalty 2614.399257 = -305178.863231
  nChanged 5
		SP:Iteration 57Q (142590.770000 sec): 3 clusters
  Score: Raw -307794.905651 + Penalty 2614.399257 = -305180.506393
  nChanged 8
		SP:Iteration 58Q (142590.980000 sec): 3 clusters
  Score: Raw -307797.915968 + Penalty 2614.399257 = -305183.516710
  nChanged 8
		SP:Iteration 59Q (142591.170000 sec): 3 clusters
  Score: Raw -307800.637321 + Penalty 2614.399257 = -305186.238064
  nChanged 4
		SP:Iteration 60F (142591.380000 sec): 3 clusters
  Score: Raw -307801.848123 + Penalty 2614.399257 = -305187.448865
  nChanged 6
		SP:Iteration 61Q (142591.540000 sec): 3 clusters
  Score: Raw -307804.220401 + Penalty 2614.399257 = -305189.821143
  nChanged 5
		SP:Iteration 62Q (142591.700000 sec): 3 clusters
  Score: Raw -307805.067436 + Penalty 2614.399257 = -305190.668179
  nChanged 3
		SP:Iteration 63Q (142591.860000 sec): 3 clusters
  Score: Raw -307805.873049 + Penalty 2614.399257 = -305191.473791
  nChanged 1
		SP:Iteration 64Q (142592.070000 sec): 3 clusters
  Score: Raw -307806.200241 + Penalty 2614.399257 = -305191.800983
  nChanged 1
		SP:Iteration 65Q (142592.250000 sec): 3 clusters
  Score: Raw -307807.126440 + Penalty 2614.399257 = -305192.727183
  nChanged 3
		SP:Iteration 66Q (142592.420000 sec): 3 clusters
  Score: Raw -307807.890507 + Penalty 2614.399257 = -305193.491250
  nChanged 2
		SP:Iteration 67Q (142592.590000 sec): 3 clusters
  Score: Raw -307808.351633 + Penalty 2614.399257 = -305193.952376
  nChanged 2
		SP:Iteration 68Q (142592.790000 sec): 3 clusters
  Score: Raw -307808.740034 + Penalty 2614.399257 = -305194.340777
  nChanged 3
		SP:Iteration 69Q (142592.980000 sec): 3 clusters
  Score: Raw -307809.575671 + Penalty 2614.399257 = -305195.176414
  nChanged 3
		SP:Iteration 70Q (142593.180000 sec): 3 clusters
  Score: Raw -307810.417451 + Penalty 2614.399257 = -305196.018194
  nChanged 1
		SP:Iteration 71Q (142593.360000 sec): 3 clusters
  Score: Raw -307810.908182 + Penalty 2614.399257 = -305196.508925
  nChanged 1
		SP:Iteration 72Q (142593.540000 sec): 3 clusters
  Score: Raw -307811.296112 + Penalty 2614.399257 = -305196.896855
  nChanged 1
		SP:Iteration 73Q (142593.740000 sec): 3 clusters
  Score: Raw -307811.406490 + Penalty 2614.399257 = -305197.007233
  nChanged 0
		SP:Iteration 74F (142593.920000 sec): 3 clusters
  Score: Raw -307811.406490 + Penalty 2614.399257 = -305197.007233
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142594.070000 sec): 2 clusters
  Score: Raw -208092.983427 + Penalty 1242.920216 = -206850.063212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142594.260000 sec): 3 clusters
  Score: Raw -207170.482825 + Penalty 2485.840431 = -204684.642394
  nChanged 780
		SP:Iteration 1F (142594.390000 sec): 3 clusters
  Score: Raw -207685.029337 + Penalty 2485.840431 = -205199.188906
  nChanged 157
		SP:Iteration 2F (142594.660000 sec): 3 clusters
  Score: Raw -207797.530991 + Penalty 2485.840431 = -205311.690560
  nChanged 98
		SP:Iteration 3Q (142594.800000 sec): 3 clusters
  Score: Raw -207859.618963 + Penalty 2485.840431 = -205373.778532
  nChanged 59
		SP:Iteration 4Q (142594.970000 sec): 3 clusters
  Score: Raw -207900.238566 + Penalty 2485.840431 = -205414.398135
  nChanged 41
		SP:Iteration 5Q (142595.160000 sec): 3 clusters
  Score: Raw -207926.645891 + Penalty 2485.840431 = -205440.805460
  nChanged 33
		SP:Iteration 6Q (142595.360000 sec): 3 clusters
  Score: Raw -207948.731689 + Penalty 2485.840431 = -205462.891257
  nChanged 32
		SP:Iteration 7Q (142595.550000 sec): 3 clusters
  Score: Raw -207969.123752 + Penalty 2485.840431 = -205483.283320
  nChanged 34
		SP:Iteration 8Q (142595.760000 sec): 3 clusters
  Score: Raw -207985.165643 + Penalty 2485.840431 = -205499.325211
  nChanged 28
		SP:Iteration 9Q (142595.980000 sec): 3 clusters
  Score: Raw -208011.703477 + Penalty 2485.840431 = -205525.863046
  nChanged 39
		SP:Iteration 10Q (142596.140000 sec): 3 clusters
  Score: Raw -208049.555896 + Penalty 2485.840431 = -205563.715464
  nChanged 49
		SP:Iteration 11Q (142596.250000 sec): 3 clusters
  Score: Raw -208108.784872 + Penalty 2485.840431 = -205622.944440
  nChanged 54
		SP:Iteration 12Q (142596.380000 sec): 3 clusters
  Score: Raw -208182.337360 + Penalty 2485.840431 = -205696.496929
  nChanged 57
		SP:Iteration 13Q (142596.570000 sec): 3 clusters
  Score: Raw -208226.903543 + Penalty 2485.840431 = -205741.063112
  nChanged 45
		SP:Iteration 14Q (142596.740000 sec): 3 clusters
  Score: Raw -208261.515675 + Penalty 2485.840431 = -205775.675244
  nChanged 49
		SP:Iteration 15Q (142596.940000 sec): 3 clusters
  Score: Raw -208305.872140 + Penalty 2485.840431 = -205820.031709
  nChanged 54
		SP:Iteration 16Q (142597.090000 sec): 3 clusters
  Score: Raw -208338.427250 + Penalty 2485.840431 = -205852.586818
  nChanged 43
		SP:Iteration 17Q (142597.210000 sec): 3 clusters
  Score: Raw -208362.004391 + Penalty 2485.840431 = -205876.163959
  nChanged 36
		SP:Iteration 18Q (142597.370000 sec): 3 clusters
  Score: Raw -208381.389142 + Penalty 2485.840431 = -205895.548710
  nChanged 26
		SP:Iteration 19Q (142597.540000 sec): 3 clusters
  Score: Raw -208392.328042 + Penalty 2485.840431 = -205906.487611
  nChanged 21
		SP:Iteration 20F (142597.720000 sec): 3 clusters
  Score: Raw -208405.652593 + Penalty 2485.840431 = -205919.812161
  nChanged 29
		SP:Iteration 21Q (142597.900000 sec): 3 clusters
  Score: Raw -208429.803933 + Penalty 2485.840431 = -205943.963502
  nChanged 34
		SP:Iteration 22Q (142598.070000 sec): 3 clusters
  Score: Raw -208451.936293 + Penalty 2485.840431 = -205966.095862
  nChanged 34
		SP:Iteration 23Q (142598.280000 sec): 3 clusters
  Score: Raw -208477.297122 + Penalty 2485.840431 = -205991.456691
  nChanged 32
		SP:Iteration 24Q (142598.480000 sec): 3 clusters
  Score: Raw -208506.017761 + Penalty 2485.840431 = -206020.177329
  nChanged 39
		SP:Iteration 25Q (142598.640000 sec): 3 clusters
  Score: Raw -208529.337822 + Penalty 2485.840431 = -206043.497390
  nChanged 33
		SP:Iteration 26Q (142598.810000 sec): 3 clusters
  Score: Raw -208553.455477 + Penalty 2485.840431 = -206067.615046
  nChanged 34
		SP:Iteration 27Q (142598.930000 sec): 3 clusters
  Score: Raw -208571.078309 + Penalty 2485.840431 = -206085.237878
  nChanged 20
		SP:Iteration 28Q (142599.090000 sec): 3 clusters
  Score: Raw -208578.265343 + Penalty 2485.840431 = -206092.424912
  nChanged 18
		SP:Iteration 29Q (142599.270000 sec): 3 clusters
  Score: Raw -208586.463370 + Penalty 2485.840431 = -206100.622938
  nChanged 14
		SP:Iteration 30Q (142599.490000 sec): 3 clusters
  Score: Raw -208594.762289 + Penalty 2485.840431 = -206108.921858
  nChanged 13
		SP:Iteration 31Q (142599.650000 sec): 3 clusters
  Score: Raw -208601.544054 + Penalty 2485.840431 = -206115.703622
  nChanged 14
		SP:Iteration 32Q (142599.850000 sec): 3 clusters
  Score: Raw -208609.147236 + Penalty 2485.840431 = -206123.306805
  nChanged 12
		SP:Iteration 33Q (142600.030000 sec): 3 clusters
  Score: Raw -208616.303031 + Penalty 2485.840431 = -206130.462599
  nChanged 12
		SP:Iteration 34Q (142600.180000 sec): 3 clusters
  Score: Raw -208621.726664 + Penalty 2485.840431 = -206135.886233
  nChanged 17
		SP:Iteration 35Q (142600.400000 sec): 3 clusters
  Score: Raw -208633.570023 + Penalty 2485.840431 = -206147.729592
  nChanged 17
		SP:Iteration 36Q (142600.570000 sec): 3 clusters
  Score: Raw -208646.210400 + Penalty 2485.840431 = -206160.369969
  nChanged 16
		SP:Iteration 37Q (142600.790000 sec): 3 clusters
  Score: Raw -208658.015946 + Penalty 2485.840431 = -206172.175514
  nChanged 17
		SP:Iteration 38Q (142601.000000 sec): 3 clusters
  Score: Raw -208669.707028 + Penalty 2485.840431 = -206183.866597
  nChanged 19
		SP:Iteration 39Q (142601.190000 sec): 3 clusters
  Score: Raw -208683.301087 + Penalty 2485.840431 = -206197.460656
  nChanged 16
		SP:Iteration 40F (142601.370000 sec): 3 clusters
  Score: Raw -208695.938579 + Penalty 2485.840431 = -206210.098148
  nChanged 20
		SP:Iteration 41Q (142601.610000 sec): 3 clusters
  Score: Raw -208710.310613 + Penalty 2485.840431 = -206224.470182
  nChanged 14
		SP:Iteration 42Q (142601.760000 sec): 3 clusters
  Score: Raw -208718.990620 + Penalty 2485.840431 = -206233.150188
  nChanged 13
		SP:Iteration 43Q (142601.990000 sec): 3 clusters
  Score: Raw -208725.824752 + Penalty 2485.840431 = -206239.984320
  nChanged 12
		SP:Iteration 44Q (142602.190000 sec): 3 clusters
  Score: Raw -208733.601870 + Penalty 2485.840431 = -206247.761438
  nChanged 9
		SP:Iteration 45Q (142602.370000 sec): 3 clusters
  Score: Raw -208740.017105 + Penalty 2485.840431 = -206254.176674
  nChanged 8
		SP:Iteration 46Q (142602.560000 sec): 3 clusters
  Score: Raw -208743.929662 + Penalty 2485.840431 = -206258.089231
  nChanged 9
		SP:Iteration 47Q (142602.710000 sec): 3 clusters
  Score: Raw -208749.840788 + Penalty 2485.840431 = -206264.000356
  nChanged 5
		SP:Iteration 48Q (142602.890000 sec): 3 clusters
  Score: Raw -208753.377589 + Penalty 2485.840431 = -206267.537158
  nChanged 8
		SP:Iteration 49Q (142603.070000 sec): 3 clusters
  Score: Raw -208759.642136 + Penalty 2485.840431 = -206273.801705
  nChanged 8
		SP:Iteration 50Q (142603.290000 sec): 3 clusters
  Score: Raw -208765.718644 + Penalty 2485.840431 = -206279.878212
  nChanged 7
		SP:Iteration 51Q (142603.480000 sec): 3 clusters
  Score: Raw -208770.422871 + Penalty 2485.840431 = -206284.582440
  nChanged 5
		SP:Iteration 52Q (142603.640000 sec): 3 clusters
  Score: Raw -208772.499531 + Penalty 2485.840431 = -206286.659099
  nChanged 2
		SP:Iteration 53Q (142603.820000 sec): 3 clusters
  Score: Raw -208772.946268 + Penalty 2485.840431 = -206287.105836
  nChanged 1
		SP:Iteration 54Q (142604.010000 sec): 3 clusters
  Score: Raw -208773.211903 + Penalty 2485.840431 = -206287.371471
  nChanged 0
		SP:Iteration 55F (142604.150000 sec): 3 clusters
  Score: Raw -208773.211903 + Penalty 2485.840431 = -206287.371471
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142604.310000 sec): 2 clusters
  Score: Raw -791811.682995 + Penalty 1449.215396 = -790362.467599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142604.490000 sec): 3 clusters
  Score: Raw -787616.454633 + Penalty 2898.430792 = -784718.023840
  nChanged 3273
		SP:Iteration 1F (142604.690000 sec): 3 clusters
  Score: Raw -789358.326891 + Penalty 2898.430792 = -786459.896099
  nChanged 539
		SP:Iteration 2F (142604.950000 sec): 3 clusters
  Score: Raw -789630.616852 + Penalty 2898.430792 = -786732.186060
  nChanged 413
		SP:Iteration 3F (142605.160000 sec): 3 clusters
  Score: Raw -789819.434557 + Penalty 2898.430792 = -786921.003765
  nChanged 343
		SP:Iteration 4Q (142605.400000 sec): 3 clusters
  Score: Raw -789971.332533 + Penalty 2898.430792 = -787072.901741
  nChanged 263
		SP:Iteration 5Q (142605.590000 sec): 3 clusters
  Score: Raw -790099.780683 + Penalty 2898.430792 = -787201.349891
  nChanged 259
		SP:Iteration 6Q (142605.820000 sec): 3 clusters
  Score: Raw -790235.655871 + Penalty 2898.430792 = -787337.225079
  nChanged 264
		SP:Iteration 7Q (142606.100000 sec): 3 clusters
  Score: Raw -790365.139254 + Penalty 2898.430792 = -787466.708462
  nChanged 250
		SP:Iteration 8Q (142606.300000 sec): 3 clusters
  Score: Raw -790490.798771 + Penalty 2898.430792 = -787592.367979
  nChanged 269
		SP:Iteration 9Q (142606.520000 sec): 3 clusters
  Score: Raw -790628.258518 + Penalty 2898.430792 = -787729.827726
  nChanged 267
		SP:Iteration 10Q (142606.710000 sec): 3 clusters
  Score: Raw -790770.720583 + Penalty 2898.430792 = -787872.289791
  nChanged 283
		SP:Iteration 11Q (142606.910000 sec): 3 clusters
  Score: Raw -790966.237048 + Penalty 2898.430792 = -788067.806256
  nChanged 312
		SP:Iteration 12Q (142607.130000 sec): 3 clusters
  Score: Raw -791176.913330 + Penalty 2898.430792 = -788278.482538
  nChanged 301
		SP:Iteration 13Q (142607.300000 sec): 3 clusters
  Score: Raw -791387.645029 + Penalty 2898.430792 = -788489.214237
  nChanged 290
		SP:Iteration 14Q (142607.530000 sec): 3 clusters
  Score: Raw -791585.367438 + Penalty 2898.430792 = -788686.936646
  nChanged 208
		SP:Iteration 15Q (142607.740000 sec): 3 clusters
  Score: Raw -791729.943506 + Penalty 2898.430792 = -788831.512714
  nChanged 169
		SP:Iteration 16Q (142607.920000 sec): 3 clusters
  Score: Raw -791837.660228 + Penalty 2898.430792 = -788939.229436
  nChanged 113
		SP:Iteration 17Q (142608.150000 sec): 3 clusters
  Score: Raw -791909.217776 + Penalty 2898.430792 = -789010.786984
  nChanged 72
		SP:Iteration 18Q (142608.370000 sec): 3 clusters
  Score: Raw -791953.240709 + Penalty 2898.430792 = -789054.809917
  nChanged 50
		SP:Iteration 19Q (142608.580000 sec): 3 clusters
  Score: Raw -791981.025848 + Penalty 2898.430792 = -789082.595056
  nChanged 34
		SP:Iteration 20F (142608.780000 sec): 3 clusters
  Score: Raw -792005.193385 + Penalty 2898.430792 = -789106.762592
  nChanged 21
		SP:Iteration 21Q (142608.940000 sec): 3 clusters
  Score: Raw -792016.405779 + Penalty 2898.430792 = -789117.974987
  nChanged 13
		SP:Iteration 22Q (142609.160000 sec): 3 clusters
  Score: Raw -792024.061245 + Penalty 2898.430792 = -789125.630453
  nChanged 12
		SP:Iteration 23Q (142609.430000 sec): 3 clusters
  Score: Raw -792030.828674 + Penalty 2898.430792 = -789132.397882
  nChanged 9
		SP:Iteration 24Q (142609.660000 sec): 3 clusters
  Score: Raw -792035.775896 + Penalty 2898.430792 = -789137.345104
  nChanged 9
		SP:Iteration 25Q (142609.830000 sec): 3 clusters
  Score: Raw -792039.736032 + Penalty 2898.430792 = -789141.305240
  nChanged 4
		SP:Iteration 26Q (142610.050000 sec): 3 clusters
  Score: Raw -792041.650614 + Penalty 2898.430792 = -789143.219822
  nChanged 5
		SP:Iteration 27Q (142610.280000 sec): 3 clusters
  Score: Raw -792044.799119 + Penalty 2898.430792 = -789146.368327
  nChanged 6
		SP:Iteration 28Q (142610.530000 sec): 3 clusters
  Score: Raw -792047.723821 + Penalty 2898.430792 = -789149.293029
  nChanged 5
		SP:Iteration 29Q (142610.690000 sec): 3 clusters
  Score: Raw -792051.541356 + Penalty 2898.430792 = -789153.110564
  nChanged 5
		SP:Iteration 30Q (142610.940000 sec): 3 clusters
  Score: Raw -792054.255521 + Penalty 2898.430792 = -789155.824729
  nChanged 4
		SP:Iteration 31Q (142611.150000 sec): 3 clusters
  Score: Raw -792057.257059 + Penalty 2898.430792 = -789158.826266
  nChanged 2
		SP:Iteration 32Q (142611.370000 sec): 3 clusters
  Score: Raw -792058.532614 + Penalty 2898.430792 = -789160.101822
  nChanged 1
		SP:Iteration 33Q (142611.570000 sec): 3 clusters
  Score: Raw -792059.086987 + Penalty 2898.430792 = -789160.656195
  nChanged 0
		SP:Iteration 34F (142611.760000 sec): 3 clusters
  Score: Raw -792059.086987 + Penalty 2898.430792 = -789160.656195
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (75900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142612.130000 sec): 2 clusters
  Score: Raw -8149195.071434 + Penalty 1826.040444 = -8147369.030990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142612.700000 sec): 3 clusters
  Score: Raw -8100197.114751 + Penalty 3652.080888 = -8096545.033862
  nChanged 36079
		SP:Iteration 1F (142613.210000 sec): 3 clusters
  Score: Raw -8121334.529649 + Penalty 3652.080888 = -8117682.448761
  nChanged 2853
		SP:Iteration 2Q (142613.710000 sec): 3 clusters
  Score: Raw -8122184.326355 + Penalty 3652.080888 = -8118532.245467
  nChanged 3228
		SP:Iteration 3Q (142614.190000 sec): 3 clusters
  Score: Raw -8123383.358158 + Penalty 3652.080888 = -8119731.277270
  nChanged 3981
		SP:Iteration 4F (142614.690000 sec): 3 clusters
  Score: Raw -8125321.417164 + Penalty 3652.080888 = -8121669.336276
  nChanged 4890
		SP:Iteration 5F (142615.200000 sec): 3 clusters
  Score: Raw -8128388.358848 + Penalty 3652.080888 = -8124736.277960
  nChanged 5812
		SP:Iteration 6F (142615.720000 sec): 3 clusters
  Score: Raw -8132938.144445 + Penalty 3652.080888 = -8129286.063557
  nChanged 6003
		SP:Iteration 7F (142616.340000 sec): 3 clusters
  Score: Raw -8138397.321592 + Penalty 3652.080888 = -8134745.240704
  nChanged 4934
		SP:Iteration 8F (142616.850000 sec): 3 clusters
  Score: Raw -8143203.888734 + Penalty 3652.080888 = -8139551.807846
  nChanged 3193
		SP:Iteration 9Q (142617.320000 sec): 3 clusters
  Score: Raw -8146419.634896 + Penalty 3652.080888 = -8142767.554008
  nChanged 1610
		SP:Iteration 10Q (142617.760000 sec): 3 clusters
  Score: Raw -8148091.088533 + Penalty 3652.080888 = -8144439.007645
  nChanged 757
		SP:Iteration 11Q (142618.220000 sec): 3 clusters
  Score: Raw -8148801.367836 + Penalty 3652.080888 = -8145149.286948
  nChanged 456
		SP:Iteration 12Q (142618.700000 sec): 3 clusters
  Score: Raw -8149148.498318 + Penalty 3652.080888 = -8145496.417430
  nChanged 264
		SP:Iteration 13Q (142619.270000 sec): 3 clusters
  Score: Raw -8149336.538949 + Penalty 3652.080888 = -8145684.458061
  nChanged 194
		SP:Iteration 14Q (142619.810000 sec): 3 clusters
  Score: Raw -8149449.540520 + Penalty 3652.080888 = -8145797.459632
  nChanged 134
		SP:Iteration 15Q (142620.260000 sec): 3 clusters
  Score: Raw -8149520.680758 + Penalty 3652.080888 = -8145868.599870
  nChanged 90
		SP:Iteration 16Q (142620.760000 sec): 3 clusters
  Score: Raw -8149559.907739 + Penalty 3652.080888 = -8145907.826851
  nChanged 58
		SP:Iteration 17Q (142621.250000 sec): 3 clusters
  Score: Raw -8149581.614914 + Penalty 3652.080888 = -8145929.534026
  nChanged 41
		SP:Iteration 18Q (142621.760000 sec): 3 clusters
  Score: Raw -8149597.968967 + Penalty 3652.080888 = -8145945.888079
  nChanged 32
		SP:Iteration 19Q (142622.140000 sec): 3 clusters
  Score: Raw -8149609.519814 + Penalty 3652.080888 = -8145957.438925
  nChanged 25
		SP:Iteration 20F (142622.700000 sec): 3 clusters
  Score: Raw -8149616.461541 + Penalty 3652.080888 = -8145964.380653
  nChanged 20
		SP:Iteration 21Q (142623.190000 sec): 3 clusters
  Score: Raw -8149623.246244 + Penalty 3652.080888 = -8145971.165356
  nChanged 12
		SP:Iteration 22Q (142623.650000 sec): 3 clusters
  Score: Raw -8149627.218390 + Penalty 3652.080888 = -8145975.137502
  nChanged 7
		SP:Iteration 23Q (142624.060000 sec): 3 clusters
  Score: Raw -8149629.120486 + Penalty 3652.080888 = -8145977.039598
  nChanged 6
		SP:Iteration 24Q (142624.480000 sec): 3 clusters
  Score: Raw -8149631.520197 + Penalty 3652.080888 = -8145979.439309
  nChanged 16
		SP:Iteration 25Q (142624.960000 sec): 3 clusters
  Score: Raw -8149635.518989 + Penalty 3652.080888 = -8145983.438101
  nChanged 8
		SP:Iteration 26Q (142625.380000 sec): 3 clusters
  Score: Raw -8149637.678416 + Penalty 3652.080888 = -8145985.597527
  nChanged 7
		SP:Iteration 27Q (142625.840000 sec): 3 clusters
  Score: Raw -8149639.769112 + Penalty 3652.080888 = -8145987.688224
  nChanged 6
		SP:Iteration 28Q (142626.350000 sec): 3 clusters
  Score: Raw -8149642.918245 + Penalty 3652.080888 = -8145990.837357
  nChanged 13
		SP:Iteration 29Q (142626.840000 sec): 3 clusters
  Score: Raw -8149647.712177 + Penalty 3652.080888 = -8145995.631289
  nChanged 15
		SP:Iteration 30Q (142627.300000 sec): 3 clusters
  Score: Raw -8149652.613389 + Penalty 3652.080888 = -8146000.532501
  nChanged 11
		SP:Iteration 31Q (142627.800000 sec): 3 clusters
  Score: Raw -8149656.960884 + Penalty 3652.080888 = -8146004.879996
  nChanged 12
		SP:Iteration 32Q (142628.260000 sec): 3 clusters
  Score: Raw -8149660.695082 + Penalty 3652.080888 = -8146008.614194
  nChanged 7
		SP:Iteration 33Q (142628.720000 sec): 3 clusters
  Score: Raw -8149662.646134 + Penalty 3652.080888 = -8146010.565246
  nChanged 6
		SP:Iteration 34Q (142629.220000 sec): 3 clusters
  Score: Raw -8149664.030608 + Penalty 3652.080888 = -8146011.949720
  nChanged 6
		SP:Iteration 35Q (142629.680000 sec): 3 clusters
  Score: Raw -8149665.783375 + Penalty 3652.080888 = -8146013.702487
  nChanged 4
		SP:Iteration 36Q (142630.110000 sec): 3 clusters
  Score: Raw -8149667.229248 + Penalty 3652.080888 = -8146015.148360
  nChanged 3
		SP:Iteration 37Q (142630.560000 sec): 3 clusters
  Score: Raw -8149668.829819 + Penalty 3652.080888 = -8146016.748931
  nChanged 3
		SP:Iteration 38Q (142630.970000 sec): 3 clusters
  Score: Raw -8149669.590356 + Penalty 3652.080888 = -8146017.509468
  nChanged 4
		SP:Iteration 39Q (142631.410000 sec): 3 clusters
  Score: Raw -8149670.903211 + Penalty 3652.080888 = -8146018.822323
  nChanged 6
		SP:Iteration 40F (142631.900000 sec): 3 clusters
  Score: Raw -8149672.967407 + Penalty 3652.080888 = -8146020.886519
  nChanged 8
		SP:Iteration 41Q (142632.400000 sec): 3 clusters
  Score: Raw -8149675.210557 + Penalty 3652.080888 = -8146023.129669
  nChanged 3
		SP:Iteration 42Q (142632.860000 sec): 3 clusters
  Score: Raw -8149675.603448 + Penalty 3652.080888 = -8146023.522560
  nChanged 2
		SP:Iteration 43Q (142633.290000 sec): 3 clusters
  Score: Raw -8149676.481966 + Penalty 3652.080888 = -8146024.401078
  nChanged 3
		SP:Iteration 44Q (142633.760000 sec): 3 clusters
  Score: Raw -8149677.599210 + Penalty 3652.080888 = -8146025.518322
  nChanged 5
		SP:Iteration 45Q (142634.210000 sec): 3 clusters
  Score: Raw -8149678.638683 + Penalty 3652.080888 = -8146026.557795
  nChanged 3
		SP:Iteration 46Q (142634.660000 sec): 3 clusters
  Score: Raw -8149679.358822 + Penalty 3652.080888 = -8146027.277934
  nChanged 4
		SP:Iteration 47Q (142635.110000 sec): 3 clusters
  Score: Raw -8149680.378146 + Penalty 3652.080888 = -8146028.297258
  nChanged 4
		SP:Iteration 48Q (142635.570000 sec): 3 clusters
  Score: Raw -8149681.606523 + Penalty 3652.080888 = -8146029.525635
  nChanged 4
		SP:Iteration 49Q (142636.000000 sec): 3 clusters
  Score: Raw -8149683.070795 + Penalty 3652.080888 = -8146030.989907
  nChanged 3
		SP:Iteration 50Q (142636.490000 sec): 3 clusters
  Score: Raw -8149684.001048 + Penalty 3652.080888 = -8146031.920160
  nChanged 0
		SP:Iteration 51F (142636.990000 sec): 3 clusters
  Score: Raw -8149684.001048 + Penalty 3652.080888 = -8146031.920160
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142637.140000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142637.300000 sec): 3 clusters
  Score: Raw -45537.404368 + Penalty 1980.410175 = -43556.994192
  nChanged 93
		SP:Iteration 1F (142637.480000 sec): 3 clusters
  Score: Raw -45667.117725 + Penalty 1980.410175 = -43686.707549
  nChanged 21
		SP:Iteration 2Q (142637.690000 sec): 3 clusters
  Score: Raw -45704.182840 + Penalty 1980.410175 = -43723.772665
  nChanged 12
		SP:Iteration 3Q (142637.880000 sec): 3 clusters
  Score: Raw -45726.906930 + Penalty 1980.410175 = -43746.496755
  nChanged 7
		SP:Iteration 4Q (142638.070000 sec): 3 clusters
  Score: Raw -45737.274402 + Penalty 1980.410175 = -43756.864226
  nChanged 2
		SP:Iteration 5Q (142638.280000 sec): 3 clusters
  Score: Raw -45741.090274 + Penalty 1980.410175 = -43760.680099
  nChanged 5
		SP:Iteration 6Q (142638.420000 sec): 3 clusters
  Score: Raw -45752.957829 + Penalty 1980.410175 = -43772.547654
  nChanged 2
		SP:Iteration 7Q (142638.600000 sec): 3 clusters
  Score: Raw -45755.120094 + Penalty 1980.410175 = -43774.709919
  nChanged 2
		SP:Iteration 8Q (142638.790000 sec): 3 clusters
  Score: Raw -45757.627274 + Penalty 1980.410175 = -43777.217099
  nChanged 0
		SP:Iteration 9F (142638.980000 sec): 3 clusters
  Score: Raw -45757.627274 + Penalty 1980.410175 = -43777.217099
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142639.100000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142639.250000 sec): 3 clusters
  Score: Raw -105947.771837 + Penalty 2277.764184 = -103670.007652
  nChanged 312
		SP:Iteration 1F (142639.490000 sec): 3 clusters
  Score: Raw -106190.675468 + Penalty 2277.764184 = -103912.911283
  nChanged 69
		SP:Iteration 2F (142639.640000 sec): 3 clusters
  Score: Raw -106255.897102 + Penalty 2277.764184 = -103978.132918
  nChanged 46
		SP:Iteration 3Q (142639.810000 sec): 3 clusters
  Score: Raw -106293.682056 + Penalty 2277.764184 = -104015.917872
  nChanged 34
		SP:Iteration 4Q (142639.980000 sec): 3 clusters
  Score: Raw -106340.811304 + Penalty 2277.764184 = -104063.047120
  nChanged 31
		SP:Iteration 5Q (142640.170000 sec): 3 clusters
  Score: Raw -106382.159493 + Penalty 2277.764184 = -104104.395309
  nChanged 29
		SP:Iteration 6Q (142640.370000 sec): 3 clusters
  Score: Raw -106418.187946 + Penalty 2277.764184 = -104140.423761
  nChanged 25
		SP:Iteration 7Q (142640.530000 sec): 3 clusters
  Score: Raw -106453.844930 + Penalty 2277.764184 = -104176.080746
  nChanged 30
		SP:Iteration 8Q (142640.720000 sec): 3 clusters
  Score: Raw -106488.458945 + Penalty 2277.764184 = -104210.694761
  nChanged 31
		SP:Iteration 9Q (142640.900000 sec): 3 clusters
  Score: Raw -106524.185923 + Penalty 2277.764184 = -104246.421739
  nChanged 34
		SP:Iteration 10Q (142641.100000 sec): 3 clusters
  Score: Raw -106557.619123 + Penalty 2277.764184 = -104279.854938
  nChanged 33
		SP:Iteration 11Q (142641.240000 sec): 3 clusters
  Score: Raw -106591.823214 + Penalty 2277.764184 = -104314.059030
  nChanged 36
		SP:Iteration 12Q (142641.410000 sec): 3 clusters
  Score: Raw -106630.899566 + Penalty 2277.764184 = -104353.135381
  nChanged 36
		SP:Iteration 13Q (142641.600000 sec): 3 clusters
  Score: Raw -106686.108330 + Penalty 2277.764184 = -104408.344145
  nChanged 40
		SP:Iteration 14Q (142641.770000 sec): 3 clusters
  Score: Raw -106748.776247 + Penalty 2277.764184 = -104471.012063
  nChanged 31
		SP:Iteration 15Q (142641.940000 sec): 3 clusters
  Score: Raw -106791.596218 + Penalty 2277.764184 = -104513.832034
  nChanged 22
		SP:Iteration 16Q (142642.160000 sec): 3 clusters
  Score: Raw -106815.768187 + Penalty 2277.764184 = -104538.004003
  nChanged 13
		SP:Iteration 17Q (142642.290000 sec): 3 clusters
  Score: Raw -106837.011718 + Penalty 2277.764184 = -104559.247533
  nChanged 10
		SP:Iteration 18Q (142642.490000 sec): 3 clusters
  Score: Raw -106852.163401 + Penalty 2277.764184 = -104574.399216
  nChanged 4
		SP:Iteration 19Q (142642.640000 sec): 3 clusters
  Score: Raw -106857.906989 + Penalty 2277.764184 = -104580.142805
  nChanged 4
		SP:Iteration 20F (142642.830000 sec): 3 clusters
  Score: Raw -106861.581016 + Penalty 2277.764184 = -104583.816832
  nChanged 3
		SP:Iteration 21Q (142643.000000 sec): 3 clusters
  Score: Raw -106863.570440 + Penalty 2277.764184 = -104585.806256
  nChanged 1
		SP:Iteration 22Q (142643.120000 sec): 3 clusters
  Score: Raw -106864.869206 + Penalty 2277.764184 = -104587.105022
  nChanged 2
		SP:Iteration 23Q (142643.330000 sec): 3 clusters
  Score: Raw -106865.503344 + Penalty 2277.764184 = -104587.739160
  nChanged 1
		SP:Iteration 24Q (142643.550000 sec): 3 clusters
  Score: Raw -106866.052500 + Penalty 2277.764184 = -104588.288316
  nChanged 1
		SP:Iteration 25Q (142643.700000 sec): 3 clusters
  Score: Raw -106869.271374 + Penalty 2277.764184 = -104591.507189
  nChanged 1
		SP:Iteration 26Q (142643.850000 sec): 3 clusters
  Score: Raw -106869.552334 + Penalty 2277.764184 = -104591.788150
  nChanged 0
		SP:Iteration 27F (142644.050000 sec): 3 clusters
  Score: Raw -106869.552334 + Penalty 2277.764184 = -104591.788150
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142644.190000 sec): 2 clusters
  Score: Raw -1368851.366116 + Penalty 1542.336234 = -1367309.029883
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142644.390000 sec): 3 clusters
  Score: Raw -1361168.571191 + Penalty 3084.672467 = -1358083.898724
  nChanged 5857
		SP:Iteration 1F (142644.620000 sec): 3 clusters
  Score: Raw -1364433.856466 + Penalty 3084.672467 = -1361349.183999
  nChanged 783
		SP:Iteration 2F (142644.900000 sec): 3 clusters
  Score: Raw -1364773.075084 + Penalty 3084.672467 = -1361688.402617
  nChanged 717
		SP:Iteration 3F (142645.080000 sec): 3 clusters
  Score: Raw -1365112.709392 + Penalty 3084.672467 = -1362028.036925
  nChanged 712
		SP:Iteration 4F (142645.300000 sec): 3 clusters
  Score: Raw -1365455.654377 + Penalty 3084.672467 = -1362370.981909
  nChanged 662
		SP:Iteration 5Q (142645.540000 sec): 3 clusters
  Score: Raw -1365767.627911 + Penalty 3084.672467 = -1362682.955444
  nChanged 637
		SP:Iteration 6Q (142645.790000 sec): 3 clusters
  Score: Raw -1366069.178535 + Penalty 3084.672467 = -1362984.506068
  nChanged 619
		SP:Iteration 7Q (142646.020000 sec): 3 clusters
  Score: Raw -1366372.310560 + Penalty 3084.672467 = -1363287.638093
  nChanged 560
		SP:Iteration 8Q (142646.240000 sec): 3 clusters
  Score: Raw -1366663.303744 + Penalty 3084.672467 = -1363578.631277
  nChanged 530
		SP:Iteration 9Q (142646.490000 sec): 3 clusters
  Score: Raw -1366942.319538 + Penalty 3084.672467 = -1363857.647071
  nChanged 473
		SP:Iteration 10Q (142646.760000 sec): 3 clusters
  Score: Raw -1367221.525508 + Penalty 3084.672467 = -1364136.853041
  nChanged 482
		SP:Iteration 11Q (142646.990000 sec): 3 clusters
  Score: Raw -1367505.701415 + Penalty 3084.672467 = -1364421.028948
  nChanged 444
		SP:Iteration 12Q (142647.280000 sec): 3 clusters
  Score: Raw -1367755.388089 + Penalty 3084.672467 = -1364670.715622
  nChanged 399
		SP:Iteration 13Q (142647.520000 sec): 3 clusters
  Score: Raw -1367957.320681 + Penalty 3084.672467 = -1364872.648213
  nChanged 317
		SP:Iteration 14Q (142647.750000 sec): 3 clusters
  Score: Raw -1368095.897986 + Penalty 3084.672467 = -1365011.225519
  nChanged 276
		SP:Iteration 15Q (142648.030000 sec): 3 clusters
  Score: Raw -1368202.276812 + Penalty 3084.672467 = -1365117.604345
  nChanged 231
		SP:Iteration 16Q (142648.310000 sec): 3 clusters
  Score: Raw -1368277.726588 + Penalty 3084.672467 = -1365193.054121
  nChanged 200
		SP:Iteration 17Q (142648.530000 sec): 3 clusters
  Score: Raw -1368343.547849 + Penalty 3084.672467 = -1365258.875382
  nChanged 174
		SP:Iteration 18Q (142648.780000 sec): 3 clusters
  Score: Raw -1368396.404923 + Penalty 3084.672467 = -1365311.732456
  nChanged 152
		SP:Iteration 19Q (142649.050000 sec): 3 clusters
  Score: Raw -1368436.317203 + Penalty 3084.672467 = -1365351.644736
  nChanged 138
		SP:Iteration 20F (142649.250000 sec): 3 clusters
  Score: Raw -1368472.494161 + Penalty 3084.672467 = -1365387.821694
  nChanged 128
		SP:Iteration 21Q (142649.550000 sec): 3 clusters
  Score: Raw -1368506.465170 + Penalty 3084.672467 = -1365421.792702
  nChanged 126
		SP:Iteration 22Q (142649.750000 sec): 3 clusters
  Score: Raw -1368538.711594 + Penalty 3084.672467 = -1365454.039127
  nChanged 129
		SP:Iteration 23Q (142650.020000 sec): 3 clusters
  Score: Raw -1368576.359249 + Penalty 3084.672467 = -1365491.686782
  nChanged 138
		SP:Iteration 24Q (142650.290000 sec): 3 clusters
  Score: Raw -1368612.620969 + Penalty 3084.672467 = -1365527.948502
  nChanged 143
		SP:Iteration 25Q (142650.510000 sec): 3 clusters
  Score: Raw -1368657.601654 + Penalty 3084.672467 = -1365572.929187
  nChanged 156
		SP:Iteration 26Q (142650.780000 sec): 3 clusters
  Score: Raw -1368716.337966 + Penalty 3084.672467 = -1365631.665499
  nChanged 151
		SP:Iteration 27Q (142651.070000 sec): 3 clusters
  Score: Raw -1368767.810594 + Penalty 3084.672467 = -1365683.138127
  nChanged 146
		SP:Iteration 28Q (142651.290000 sec): 3 clusters
  Score: Raw -1368813.343451 + Penalty 3084.672467 = -1365728.670984
  nChanged 144
		SP:Iteration 29Q (142651.520000 sec): 3 clusters
  Score: Raw -1368862.805510 + Penalty 3084.672467 = -1365778.133043
  nChanged 155
		SP:Iteration 30Q (142651.790000 sec): 3 clusters
  Score: Raw -1368913.818112 + Penalty 3084.672467 = -1365829.145645
  nChanged 149
		SP:Iteration 31Q (142651.960000 sec): 3 clusters
  Score: Raw -1368959.164978 + Penalty 3084.672467 = -1365874.492511
  nChanged 150
		SP:Iteration 32Q (142652.170000 sec): 3 clusters
  Score: Raw -1369009.065117 + Penalty 3084.672467 = -1365924.392650
  nChanged 148
		SP:Iteration 33Q (142652.380000 sec): 3 clusters
  Score: Raw -1369055.791383 + Penalty 3084.672467 = -1365971.118916
  nChanged 129
		SP:Iteration 34Q (142652.620000 sec): 3 clusters
  Score: Raw -1369097.261772 + Penalty 3084.672467 = -1366012.589305
  nChanged 136
		SP:Iteration 35Q (142652.880000 sec): 3 clusters
  Score: Raw -1369143.059613 + Penalty 3084.672467 = -1366058.387146
  nChanged 131
		SP:Iteration 36Q (142653.100000 sec): 3 clusters
  Score: Raw -1369187.652500 + Penalty 3084.672467 = -1366102.980033
  nChanged 135
		SP:Iteration 37Q (142653.310000 sec): 3 clusters
  Score: Raw -1369237.306401 + Penalty 3084.672467 = -1366152.633933
  nChanged 129
		SP:Iteration 38Q (142653.570000 sec): 3 clusters
  Score: Raw -1369282.673207 + Penalty 3084.672467 = -1366198.000740
  nChanged 122
		SP:Iteration 39Q (142653.780000 sec): 3 clusters
  Score: Raw -1369321.812792 + Penalty 3084.672467 = -1366237.140324
  nChanged 100
		SP:Iteration 40F (142654.040000 sec): 3 clusters
  Score: Raw -1369357.064960 + Penalty 3084.672467 = -1366272.392493
  nChanged 99
		SP:Iteration 41Q (142654.280000 sec): 3 clusters
  Score: Raw -1369385.979585 + Penalty 3084.672467 = -1366301.307118
  nChanged 79
		SP:Iteration 42Q (142654.520000 sec): 3 clusters
  Score: Raw -1369408.217294 + Penalty 3084.672467 = -1366323.544827
  nChanged 76
		SP:Iteration 43Q (142654.790000 sec): 3 clusters
  Score: Raw -1369428.998591 + Penalty 3084.672467 = -1366344.326124
  nChanged 74
		SP:Iteration 44Q (142655.020000 sec): 3 clusters
  Score: Raw -1369448.254718 + Penalty 3084.672467 = -1366363.582251
  nChanged 66
		SP:Iteration 45Q (142655.300000 sec): 3 clusters
  Score: Raw -1369465.011702 + Penalty 3084.672467 = -1366380.339235
  nChanged 54
		SP:Iteration 46Q (142655.510000 sec): 3 clusters
  Score: Raw -1369479.778912 + Penalty 3084.672467 = -1366395.106445
  nChanged 45
		SP:Iteration 47Q (142655.760000 sec): 3 clusters
  Score: Raw -1369491.060038 + Penalty 3084.672467 = -1366406.387571
  nChanged 40
		SP:Iteration 48Q (142656.030000 sec): 3 clusters
  Score: Raw -1369500.208952 + Penalty 3084.672467 = -1366415.536485
  nChanged 41
		SP:Iteration 49Q (142656.250000 sec): 3 clusters
  Score: Raw -1369510.580855 + Penalty 3084.672467 = -1366425.908388
  nChanged 41
		SP:Iteration 50Q (142656.480000 sec): 3 clusters
  Score: Raw -1369522.399914 + Penalty 3084.672467 = -1366437.727447
  nChanged 36
		SP:Iteration 51Q (142656.760000 sec): 3 clusters
  Score: Raw -1369531.200761 + Penalty 3084.672467 = -1366446.528294
  nChanged 32
		SP:Iteration 52Q (142656.950000 sec): 3 clusters
  Score: Raw -1369539.022614 + Penalty 3084.672467 = -1366454.350147
  nChanged 30
		SP:Iteration 53Q (142657.170000 sec): 3 clusters
  Score: Raw -1369544.955785 + Penalty 3084.672467 = -1366460.283318
  nChanged 28
		SP:Iteration 54Q (142657.430000 sec): 3 clusters
  Score: Raw -1369551.656251 + Penalty 3084.672467 = -1366466.983784
  nChanged 30
		SP:Iteration 55Q (142657.680000 sec): 3 clusters
  Score: Raw -1369558.787836 + Penalty 3084.672467 = -1366474.115369
  nChanged 18
		SP:Iteration 56Q (142657.950000 sec): 3 clusters
  Score: Raw -1369563.016144 + Penalty 3084.672467 = -1366478.343677
  nChanged 23
		SP:Iteration 57Q (142658.180000 sec): 3 clusters
  Score: Raw -1369567.844293 + Penalty 3084.672467 = -1366483.171826
  nChanged 16
		SP:Iteration 58Q (142658.430000 sec): 3 clusters
  Score: Raw -1369572.415535 + Penalty 3084.672467 = -1366487.743068
  nChanged 21
		SP:Iteration 59Q (142658.740000 sec): 3 clusters
  Score: Raw -1369578.266380 + Penalty 3084.672467 = -1366493.593913
  nChanged 24
		SP:Iteration 60F (142658.970000 sec): 3 clusters
  Score: Raw -1369583.956212 + Penalty 3084.672467 = -1366499.283745
  nChanged 22
		SP:Iteration 61Q (142659.200000 sec): 3 clusters
  Score: Raw -1369588.911046 + Penalty 3084.672467 = -1366504.238579
  nChanged 20
		SP:Iteration 62Q (142659.410000 sec): 3 clusters
  Score: Raw -1369593.396536 + Penalty 3084.672467 = -1366508.724069
  nChanged 15
		SP:Iteration 63Q (142659.650000 sec): 3 clusters
  Score: Raw -1369597.749846 + Penalty 3084.672467 = -1366513.077379
  nChanged 20
		SP:Iteration 64Q (142659.910000 sec): 3 clusters
  Score: Raw -1369602.605802 + Penalty 3084.672467 = -1366517.933335
  nChanged 19
		SP:Iteration 65Q (142660.150000 sec): 3 clusters
  Score: Raw -1369606.413321 + Penalty 3084.672467 = -1366521.740854
  nChanged 16
		SP:Iteration 66Q (142660.410000 sec): 3 clusters
  Score: Raw -1369610.497345 + Penalty 3084.672467 = -1366525.824878
  nChanged 17
		SP:Iteration 67Q (142660.640000 sec): 3 clusters
  Score: Raw -1369613.919730 + Penalty 3084.672467 = -1366529.247262
  nChanged 7
		SP:Iteration 68Q (142660.850000 sec): 3 clusters
  Score: Raw -1369615.578011 + Penalty 3084.672467 = -1366530.905544
  nChanged 5
		SP:Iteration 69Q (142661.110000 sec): 3 clusters
  Score: Raw -1369616.384257 + Penalty 3084.672467 = -1366531.711790
  nChanged 4
		SP:Iteration 70Q (142661.350000 sec): 3 clusters
  Score: Raw -1369617.103733 + Penalty 3084.672467 = -1366532.431266
  nChanged 5
		SP:Iteration 71Q (142661.570000 sec): 3 clusters
  Score: Raw -1369618.168830 + Penalty 3084.672467 = -1366533.496362
  nChanged 4
		SP:Iteration 72Q (142661.790000 sec): 3 clusters
  Score: Raw -1369619.065848 + Penalty 3084.672467 = -1366534.393381
  nChanged 6
		SP:Iteration 73Q (142662.030000 sec): 3 clusters
  Score: Raw -1369620.319305 + Penalty 3084.672467 = -1366535.646838
  nChanged 6
		SP:Iteration 74Q (142662.250000 sec): 3 clusters
  Score: Raw -1369621.449106 + Penalty 3084.672467 = -1366536.776639
  nChanged 8
		SP:Iteration 75Q (142662.490000 sec): 3 clusters
  Score: Raw -1369623.227090 + Penalty 3084.672467 = -1366538.554623
  nChanged 5
		SP:Iteration 76Q (142662.740000 sec): 3 clusters
  Score: Raw -1369624.052124 + Penalty 3084.672467 = -1366539.379657
  nChanged 4
		SP:Iteration 77Q (142662.920000 sec): 3 clusters
  Score: Raw -1369624.699290 + Penalty 3084.672467 = -1366540.026823
  nChanged 6
		SP:Iteration 78Q (142663.190000 sec): 3 clusters
  Score: Raw -1369626.237805 + Penalty 3084.672467 = -1366541.565338
  nChanged 8
		SP:Iteration 79Q (142663.450000 sec): 3 clusters
  Score: Raw -1369627.858166 + Penalty 3084.672467 = -1366543.185699
  nChanged 6
		SP:Iteration 80F (142663.710000 sec): 3 clusters
  Score: Raw -1369629.048687 + Penalty 3084.672467 = -1366544.376220
  nChanged 5
		SP:Iteration 81Q (142663.900000 sec): 3 clusters
  Score: Raw -1369629.857478 + Penalty 3084.672467 = -1366545.185011
  nChanged 5
		SP:Iteration 82Q (142664.160000 sec): 3 clusters
  Score: Raw -1369630.537368 + Penalty 3084.672467 = -1366545.864901
  nChanged 2
		SP:Iteration 83Q (142664.370000 sec): 3 clusters
  Score: Raw -1369630.732455 + Penalty 3084.672467 = -1366546.059988
  nChanged 2
		SP:Iteration 84Q (142664.610000 sec): 3 clusters
  Score: Raw -1369630.868489 + Penalty 3084.672467 = -1366546.196022
  nChanged 0
		SP:Iteration 85F (142664.850000 sec): 3 clusters
  Score: Raw -1369630.868489 + Penalty 3084.672467 = -1366546.196022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142665.010000 sec): 2 clusters
  Score: Raw -102865.065109 + Penalty 1139.761265 = -101725.303844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142665.170000 sec): 3 clusters
  Score: Raw -102502.430568 + Penalty 2279.522529 = -100222.908038
  nChanged 347
		SP:Iteration 1F (142665.370000 sec): 3 clusters
  Score: Raw -102815.803777 + Penalty 2279.522529 = -100536.281248
  nChanged 72
		SP:Iteration 2F (142665.530000 sec): 3 clusters
  Score: Raw -102862.591440 + Penalty 2279.522529 = -100583.068911
  nChanged 29
		SP:Iteration 3Q (142665.760000 sec): 3 clusters
  Score: Raw -102891.761355 + Penalty 2279.522529 = -100612.238826
  nChanged 31
		SP:Iteration 4Q (142665.980000 sec): 3 clusters
  Score: Raw -102931.067032 + Penalty 2279.522529 = -100651.544503
  nChanged 38
		SP:Iteration 5Q (142666.140000 sec): 3 clusters
  Score: Raw -103004.808589 + Penalty 2279.522529 = -100725.286059
  nChanged 53
		SP:Iteration 6Q (142666.290000 sec): 3 clusters
  Score: Raw -103097.542661 + Penalty 2279.522529 = -100818.020132
  nChanged 51
		SP:Iteration 7Q (142666.430000 sec): 3 clusters
  Score: Raw -103216.994630 + Penalty 2279.522529 = -100937.472100
  nChanged 65
		SP:Iteration 8F (142666.620000 sec): 3 clusters
  Score: Raw -103326.803852 + Penalty 2279.522529 = -101047.281323
  nChanged 39
		SP:Iteration 9Q (142666.770000 sec): 3 clusters
  Score: Raw -103386.055238 + Penalty 2279.522529 = -101106.532709
  nChanged 32
		SP:Iteration 10Q (142666.870000 sec): 3 clusters
  Score: Raw -103428.651279 + Penalty 2279.522529 = -101149.128750
  nChanged 23
		SP:Iteration 11Q (142667.000000 sec): 3 clusters
  Score: Raw -103467.357195 + Penalty 2279.522529 = -101187.834666
  nChanged 31
		SP:Iteration 12Q (142667.130000 sec): 3 clusters
  Score: Raw -103505.299359 + Penalty 2279.522529 = -101225.776829
  nChanged 19
		SP:Iteration 13Q (142667.260000 sec): 3 clusters
  Score: Raw -103532.426960 + Penalty 2279.522529 = -101252.904431
  nChanged 16
		SP:Iteration 14Q (142667.390000 sec): 3 clusters
  Score: Raw -103546.621839 + Penalty 2279.522529 = -101267.099310
  nChanged 8
		SP:Iteration 15Q (142667.510000 sec): 3 clusters
  Score: Raw -103556.276396 + Penalty 2279.522529 = -101276.753866
  nChanged 6
		SP:Iteration 16Q (142667.640000 sec): 3 clusters
  Score: Raw -103560.044809 + Penalty 2279.522529 = -101280.522280
  nChanged 3
		SP:Iteration 17Q (142667.770000 sec): 3 clusters
  Score: Raw -103568.403636 + Penalty 2279.522529 = -101288.881106
  nChanged 3
		SP:Iteration 18Q (142667.930000 sec): 3 clusters
  Score: Raw -103574.473501 + Penalty 2279.522529 = -101294.950972
  nChanged 4
		SP:Iteration 19Q (142668.090000 sec): 3 clusters
  Score: Raw -103578.582507 + Penalty 2279.522529 = -101299.059978
  nChanged 3
		SP:Iteration 20F (142668.280000 sec): 3 clusters
  Score: Raw -103580.556428 + Penalty 2279.522529 = -101301.033899
  nChanged 1
		SP:Iteration 21Q (142668.430000 sec): 3 clusters
  Score: Raw -103581.529672 + Penalty 2279.522529 = -101302.007143
  nChanged 0
		SP:Iteration 22F (142668.610000 sec): 3 clusters
  Score: Raw -103581.529672 + Penalty 2279.522529 = -101302.007143
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22405 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142668.790000 sec): 2 clusters
  Score: Raw -2334380.805251 + Penalty 1627.768907 = -2332753.036344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142669.090000 sec): 3 clusters
  Score: Raw -2320852.350017 + Penalty 3255.537814 = -2317596.812203
  nChanged 10176
		SP:Iteration 1F (142669.310000 sec): 3 clusters
  Score: Raw -2326602.857082 + Penalty 3255.537814 = -2323347.319269
  nChanged 1189
		SP:Iteration 2F (142669.590000 sec): 3 clusters
  Score: Raw -2327103.985877 + Penalty 3255.537814 = -2323848.448063
  nChanged 1265
		SP:Iteration 3F (142669.860000 sec): 3 clusters
  Score: Raw -2327735.501787 + Penalty 3255.537814 = -2324479.963974
  nChanged 1376
		SP:Iteration 4F (142670.200000 sec): 3 clusters
  Score: Raw -2328472.866657 + Penalty 3255.537814 = -2325217.328843
  nChanged 1384
		SP:Iteration 5F (142670.510000 sec): 3 clusters
  Score: Raw -2329323.044397 + Penalty 3255.537814 = -2326067.506583
  nChanged 1455
		SP:Iteration 6F (142670.730000 sec): 3 clusters
  Score: Raw -2330266.689113 + Penalty 3255.537814 = -2327011.151300
  nChanged 1313
		SP:Iteration 7F (142671.020000 sec): 3 clusters
  Score: Raw -2331143.631324 + Penalty 3255.537814 = -2327888.093511
  nChanged 1128
		SP:Iteration 8F (142671.270000 sec): 3 clusters
  Score: Raw -2331890.723492 + Penalty 3255.537814 = -2328635.185678
  nChanged 963
		SP:Iteration 9Q (142671.570000 sec): 3 clusters
  Score: Raw -2332555.042235 + Penalty 3255.537814 = -2329299.504422
  nChanged 778
		SP:Iteration 10Q (142671.870000 sec): 3 clusters
  Score: Raw -2333084.737753 + Penalty 3255.537814 = -2329829.199939
  nChanged 575
		SP:Iteration 11Q (142672.150000 sec): 3 clusters
  Score: Raw -2333484.626719 + Penalty 3255.537814 = -2330229.088905
  nChanged 463
		SP:Iteration 12Q (142672.470000 sec): 3 clusters
  Score: Raw -2333820.422616 + Penalty 3255.537814 = -2330564.884802
  nChanged 346
		SP:Iteration 13Q (142672.740000 sec): 3 clusters
  Score: Raw -2334080.766288 + Penalty 3255.537814 = -2330825.228474
  nChanged 243
		SP:Iteration 14Q (142673.070000 sec): 3 clusters
  Score: Raw -2334254.269122 + Penalty 3255.537814 = -2330998.731308
  nChanged 177
		SP:Iteration 15Q (142673.350000 sec): 3 clusters
  Score: Raw -2334378.567247 + Penalty 3255.537814 = -2331123.029433
  nChanged 125
		SP:Iteration 16Q (142673.570000 sec): 3 clusters
  Score: Raw -2334466.488025 + Penalty 3255.537814 = -2331210.950211
  nChanged 90
		SP:Iteration 17Q (142673.910000 sec): 3 clusters
  Score: Raw -2334522.908991 + Penalty 3255.537814 = -2331267.371177
  nChanged 65
		SP:Iteration 18Q (142674.110000 sec): 3 clusters
  Score: Raw -2334560.274180 + Penalty 3255.537814 = -2331304.736367
  nChanged 48
		SP:Iteration 19Q (142674.390000 sec): 3 clusters
  Score: Raw -2334587.589922 + Penalty 3255.537814 = -2331332.052109
  nChanged 41
		SP:Iteration 20F (142674.640000 sec): 3 clusters
  Score: Raw -2334611.803855 + Penalty 3255.537814 = -2331356.266041
  nChanged 36
		SP:Iteration 21Q (142674.920000 sec): 3 clusters
  Score: Raw -2334630.186058 + Penalty 3255.537814 = -2331374.648244
  nChanged 26
		SP:Iteration 22Q (142675.190000 sec): 3 clusters
  Score: Raw -2334642.322606 + Penalty 3255.537814 = -2331386.784792
  nChanged 24
		SP:Iteration 23Q (142675.470000 sec): 3 clusters
  Score: Raw -2334654.377076 + Penalty 3255.537814 = -2331398.839262
  nChanged 14
		SP:Iteration 24Q (142675.660000 sec): 3 clusters
  Score: Raw -2334660.853936 + Penalty 3255.537814 = -2331405.316122
  nChanged 11
		SP:Iteration 25Q (142675.930000 sec): 3 clusters
  Score: Raw -2334667.218174 + Penalty 3255.537814 = -2331411.680360
  nChanged 11
		SP:Iteration 26Q (142676.190000 sec): 3 clusters
  Score: Raw -2334673.177497 + Penalty 3255.537814 = -2331417.639683
  nChanged 7
		SP:Iteration 27Q (142676.440000 sec): 3 clusters
  Score: Raw -2334676.935923 + Penalty 3255.537814 = -2331421.398109
  nChanged 6
		SP:Iteration 28Q (142676.730000 sec): 3 clusters
  Score: Raw -2334679.985976 + Penalty 3255.537814 = -2331424.448162
  nChanged 3
		SP:Iteration 29Q (142676.970000 sec): 3 clusters
  Score: Raw -2334681.665501 + Penalty 3255.537814 = -2331426.127687
  nChanged 3
		SP:Iteration 30Q (142677.190000 sec): 3 clusters
  Score: Raw -2334682.640322 + Penalty 3255.537814 = -2331427.102508
  nChanged 4
		SP:Iteration 31Q (142677.460000 sec): 3 clusters
  Score: Raw -2334683.806329 + Penalty 3255.537814 = -2331428.268515
  nChanged 1
		SP:Iteration 32Q (142677.700000 sec): 3 clusters
  Score: Raw -2334684.438415 + Penalty 3255.537814 = -2331428.900602
  nChanged 2
		SP:Iteration 33Q (142677.940000 sec): 3 clusters
  Score: Raw -2334685.256435 + Penalty 3255.537814 = -2331429.718622
  nChanged 0
		SP:Iteration 34F (142678.180000 sec): 3 clusters
  Score: Raw -2334685.256435 + Penalty 3255.537814 = -2331429.718622
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142678.310000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142678.440000 sec): 3 clusters
  Score: Raw -21801.127047 + Penalty 1779.850654 = -20021.276392
  nChanged 34
		SP:Iteration 1F (142678.620000 sec): 3 clusters
  Score: Raw -21908.367813 + Penalty 1779.850654 = -20128.517159
  nChanged 19
		SP:Iteration 2F (142678.800000 sec): 3 clusters
  Score: Raw -21966.779589 + Penalty 1779.850654 = -20186.928934
  nChanged 7
		SP:Iteration 3Q (142678.980000 sec): 3 clusters
  Score: Raw -21998.019606 + Penalty 1779.850654 = -20218.168951
  nChanged 2
		SP:Iteration 4Q (142679.170000 sec): 3 clusters
  Score: Raw -22014.257790 + Penalty 1779.850654 = -20234.407136
  nChanged 0
		SP:Iteration 5F (142679.330000 sec): 3 clusters
  Score: Raw -22014.257790 + Penalty 1779.850654 = -20234.407136
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142679.540000 sec): 2 clusters
  Score: Raw -3926573.923662 + Penalty 1702.119264 = -3924871.804398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142679.900000 sec): 3 clusters
  Score: Raw -3904391.265547 + Penalty 3404.238528 = -3900987.027019
  nChanged 16288
		SP:Iteration 1F (142680.270000 sec): 3 clusters
  Score: Raw -3913398.427123 + Penalty 3404.238528 = -3909994.188595
  nChanged 1319
		SP:Iteration 2Q (142680.610000 sec): 3 clusters
  Score: Raw -3913727.997285 + Penalty 3404.238528 = -3910323.758757
  nChanged 1231
		SP:Iteration 3Q (142681.000000 sec): 3 clusters
  Score: Raw -3914028.977557 + Penalty 3404.238528 = -3910624.739028
  nChanged 1158
		SP:Iteration 4Q (142681.300000 sec): 3 clusters
  Score: Raw -3914322.723896 + Penalty 3404.238528 = -3910918.485368
  nChanged 1102
		SP:Iteration 5Q (142681.620000 sec): 3 clusters
  Score: Raw -3914639.961071 + Penalty 3404.238528 = -3911235.722542
  nChanged 1172
		SP:Iteration 6Q (142681.960000 sec): 3 clusters
  Score: Raw -3915026.629713 + Penalty 3404.238528 = -3911622.391184
  nChanged 1253
		SP:Iteration 7Q (142682.280000 sec): 3 clusters
  Score: Raw -3915532.528917 + Penalty 3404.238528 = -3912128.290388
  nChanged 1456
		SP:Iteration 8Q (142682.630000 sec): 3 clusters
  Score: Raw -3916279.118517 + Penalty 3404.238528 = -3912874.879989
  nChanged 1661
		SP:Iteration 9Q (142682.960000 sec): 3 clusters
  Score: Raw -3917335.728547 + Penalty 3404.238528 = -3913931.490018
  nChanged 1865
		SP:Iteration 10F (142683.280000 sec): 3 clusters
  Score: Raw -3918698.434226 + Penalty 3404.238528 = -3915294.195698
  nChanged 1853
		SP:Iteration 11F (142683.600000 sec): 3 clusters
  Score: Raw -3920062.131473 + Penalty 3404.238528 = -3916657.892944
  nChanged 1742
		SP:Iteration 12Q (142683.920000 sec): 3 clusters
  Score: Raw -3921141.606305 + Penalty 3404.238528 = -3917737.367776
  nChanged 1346
		SP:Iteration 13Q (142684.250000 sec): 3 clusters
  Score: Raw -3921801.812738 + Penalty 3404.238528 = -3918397.574210
  nChanged 1011
		SP:Iteration 14Q (142684.520000 sec): 3 clusters
  Score: Raw -3922174.106131 + Penalty 3404.238528 = -3918769.867603
  nChanged 731
		SP:Iteration 15Q (142684.880000 sec): 3 clusters
  Score: Raw -3922417.841883 + Penalty 3404.238528 = -3919013.603354
  nChanged 658
		SP:Iteration 16Q (142685.240000 sec): 3 clusters
  Score: Raw -3922637.925535 + Penalty 3404.238528 = -3919233.687007
  nChanged 623
		SP:Iteration 17Q (142685.520000 sec): 3 clusters
  Score: Raw -3922852.364112 + Penalty 3404.238528 = -3919448.125584
  nChanged 631
		SP:Iteration 18Q (142685.820000 sec): 3 clusters
  Score: Raw -3923084.802532 + Penalty 3404.238528 = -3919680.564004
  nChanged 637
		SP:Iteration 19Q (142686.180000 sec): 3 clusters
  Score: Raw -3923338.038810 + Penalty 3404.238528 = -3919933.800282
  nChanged 644
		SP:Iteration 20F (142686.500000 sec): 3 clusters
  Score: Raw -3923608.741231 + Penalty 3404.238528 = -3920204.502703
  nChanged 645
		SP:Iteration 21Q (142686.840000 sec): 3 clusters
  Score: Raw -3923897.622271 + Penalty 3404.238528 = -3920493.383742
  nChanged 640
		SP:Iteration 22Q (142687.180000 sec): 3 clusters
  Score: Raw -3924216.713793 + Penalty 3404.238528 = -3920812.475265
  nChanged 645
		SP:Iteration 23Q (142687.520000 sec): 3 clusters
  Score: Raw -3924560.565929 + Penalty 3404.238528 = -3921156.327401
  nChanged 590
		SP:Iteration 24Q (142687.830000 sec): 3 clusters
  Score: Raw -3924900.796291 + Penalty 3404.238528 = -3921496.557762
  nChanged 531
		SP:Iteration 25Q (142688.100000 sec): 3 clusters
  Score: Raw -3925216.441914 + Penalty 3404.238528 = -3921812.203386
  nChanged 482
		SP:Iteration 26Q (142688.420000 sec): 3 clusters
  Score: Raw -3925524.045087 + Penalty 3404.238528 = -3922119.806559
  nChanged 428
		SP:Iteration 27Q (142688.780000 sec): 3 clusters
  Score: Raw -3925809.893293 + Penalty 3404.238528 = -3922405.654765
  nChanged 345
		SP:Iteration 28Q (142689.120000 sec): 3 clusters
  Score: Raw -3926040.094663 + Penalty 3404.238528 = -3922635.856135
  nChanged 276
		SP:Iteration 29Q (142689.410000 sec): 3 clusters
  Score: Raw -3926230.913920 + Penalty 3404.238528 = -3922826.675391
  nChanged 235
		SP:Iteration 30Q (142689.720000 sec): 3 clusters
  Score: Raw -3926406.313443 + Penalty 3404.238528 = -3923002.074914
  nChanged 162
		SP:Iteration 31Q (142689.970000 sec): 3 clusters
  Score: Raw -3926526.677292 + Penalty 3404.238528 = -3923122.438764
  nChanged 103
		SP:Iteration 32Q (142690.300000 sec): 3 clusters
  Score: Raw -3926605.808373 + Penalty 3404.238528 = -3923201.569845
  nChanged 67
		SP:Iteration 33Q (142690.600000 sec): 3 clusters
  Score: Raw -3926660.732243 + Penalty 3404.238528 = -3923256.493715
  nChanged 40
		SP:Iteration 34Q (142690.860000 sec): 3 clusters
  Score: Raw -3926697.182440 + Penalty 3404.238528 = -3923292.943912
  nChanged 35
		SP:Iteration 35Q (142691.160000 sec): 3 clusters
  Score: Raw -3926725.578275 + Penalty 3404.238528 = -3923321.339747
  nChanged 19
		SP:Iteration 36Q (142691.440000 sec): 3 clusters
  Score: Raw -3926744.264270 + Penalty 3404.238528 = -3923340.025741
  nChanged 19
		SP:Iteration 37Q (142691.700000 sec): 3 clusters
  Score: Raw -3926759.797088 + Penalty 3404.238528 = -3923355.558560
  nChanged 15
		SP:Iteration 38Q (142691.980000 sec): 3 clusters
  Score: Raw -3926771.565637 + Penalty 3404.238528 = -3923367.327109
  nChanged 12
		SP:Iteration 39Q (142692.270000 sec): 3 clusters
  Score: Raw -3926782.071207 + Penalty 3404.238528 = -3923377.832679
  nChanged 10
		SP:Iteration 40F (142692.580000 sec): 3 clusters
  Score: Raw -3926791.954819 + Penalty 3404.238528 = -3923387.716291
  nChanged 12
		SP:Iteration 41Q (142692.860000 sec): 3 clusters
  Score: Raw -3926803.140519 + Penalty 3404.238528 = -3923398.901991
  nChanged 8
		SP:Iteration 42Q (142693.130000 sec): 3 clusters
  Score: Raw -3926809.986164 + Penalty 3404.238528 = -3923405.747635
  nChanged 5
		SP:Iteration 43Q (142693.460000 sec): 3 clusters
  Score: Raw -3926814.589113 + Penalty 3404.238528 = -3923410.350585
  nChanged 1
		SP:Iteration 44Q (142693.740000 sec): 3 clusters
  Score: Raw -3926815.536781 + Penalty 3404.238528 = -3923411.298252
  nChanged 0
		SP:Iteration 45F (142694.040000 sec): 3 clusters
  Score: Raw -3926815.536781 + Penalty 3404.238528 = -3923411.298252
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142694.190000 sec): 2 clusters
  Score: Raw -1047753.373974 + Penalty 1510.445479 = -1046242.928495
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142694.380000 sec): 3 clusters
  Score: Raw -1041590.310549 + Penalty 3020.890957 = -1038569.419592
  nChanged 4731
		SP:Iteration 1F (142694.590000 sec): 3 clusters
  Score: Raw -1044547.941557 + Penalty 3020.890957 = -1041527.050600
  nChanged 850
		SP:Iteration 2F (142694.820000 sec): 3 clusters
  Score: Raw -1045136.495690 + Penalty 3020.890957 = -1042115.604732
  nChanged 751
		SP:Iteration 3F (142695.040000 sec): 3 clusters
  Score: Raw -1045655.443927 + Penalty 3020.890957 = -1042634.552969
  nChanged 654
		SP:Iteration 4F (142695.230000 sec): 3 clusters
  Score: Raw -1046084.809710 + Penalty 3020.890957 = -1043063.918753
  nChanged 593
		SP:Iteration 5F (142695.450000 sec): 3 clusters
  Score: Raw -1046466.764175 + Penalty 3020.890957 = -1043445.873218
  nChanged 548
		SP:Iteration 6F (142695.680000 sec): 3 clusters
  Score: Raw -1046847.748995 + Penalty 3020.890957 = -1043826.858038
  nChanged 506
		SP:Iteration 7Q (142695.850000 sec): 3 clusters
  Score: Raw -1047213.778791 + Penalty 3020.890957 = -1044192.887834
  nChanged 443
		SP:Iteration 8Q (142696.070000 sec): 3 clusters
  Score: Raw -1047520.061545 + Penalty 3020.890957 = -1044499.170588
  nChanged 366
		SP:Iteration 9Q (142696.280000 sec): 3 clusters
  Score: Raw -1047773.092342 + Penalty 3020.890957 = -1044752.201385
  nChanged 313
		SP:Iteration 10Q (142696.490000 sec): 3 clusters
  Score: Raw -1047978.178011 + Penalty 3020.890957 = -1044957.287053
  nChanged 222
		SP:Iteration 11Q (142696.730000 sec): 3 clusters
  Score: Raw -1048115.997944 + Penalty 3020.890957 = -1045095.106986
  nChanged 197
		SP:Iteration 12Q (142696.960000 sec): 3 clusters
  Score: Raw -1048238.957170 + Penalty 3020.890957 = -1045218.066212
  nChanged 154
		SP:Iteration 13Q (142697.210000 sec): 3 clusters
  Score: Raw -1048345.475356 + Penalty 3020.890957 = -1045324.584398
  nChanged 135
		SP:Iteration 14Q (142697.420000 sec): 3 clusters
  Score: Raw -1048424.660774 + Penalty 3020.890957 = -1045403.769817
  nChanged 107
		SP:Iteration 15Q (142697.630000 sec): 3 clusters
  Score: Raw -1048474.121234 + Penalty 3020.890957 = -1045453.230277
  nChanged 84
		SP:Iteration 16Q (142697.900000 sec): 3 clusters
  Score: Raw -1048515.439770 + Penalty 3020.890957 = -1045494.548813
  nChanged 60
		SP:Iteration 17Q (142698.110000 sec): 3 clusters
  Score: Raw -1048540.304746 + Penalty 3020.890957 = -1045519.413788
  nChanged 54
		SP:Iteration 18Q (142698.320000 sec): 3 clusters
  Score: Raw -1048561.627819 + Penalty 3020.890957 = -1045540.736862
  nChanged 36
		SP:Iteration 19Q (142698.590000 sec): 3 clusters
  Score: Raw -1048576.611299 + Penalty 3020.890957 = -1045555.720342
  nChanged 42
		SP:Iteration 20F (142698.790000 sec): 3 clusters
  Score: Raw -1048596.034195 + Penalty 3020.890957 = -1045575.143238
  nChanged 34
		SP:Iteration 21Q (142699.010000 sec): 3 clusters
  Score: Raw -1048611.857159 + Penalty 3020.890957 = -1045590.966202
  nChanged 39
		SP:Iteration 22Q (142699.250000 sec): 3 clusters
  Score: Raw -1048624.397245 + Penalty 3020.890957 = -1045603.506287
  nChanged 22
		SP:Iteration 23Q (142699.470000 sec): 3 clusters
  Score: Raw -1048630.325412 + Penalty 3020.890957 = -1045609.434454
  nChanged 11
		SP:Iteration 24Q (142699.670000 sec): 3 clusters
  Score: Raw -1048633.829884 + Penalty 3020.890957 = -1045612.938926
  nChanged 12
		SP:Iteration 25Q (142699.870000 sec): 3 clusters
  Score: Raw -1048636.756178 + Penalty 3020.890957 = -1045615.865221
  nChanged 13
		SP:Iteration 26Q (142700.080000 sec): 3 clusters
  Score: Raw -1048641.445671 + Penalty 3020.890957 = -1045620.554713
  nChanged 11
		SP:Iteration 27Q (142700.290000 sec): 3 clusters
  Score: Raw -1048644.331915 + Penalty 3020.890957 = -1045623.440958
  nChanged 9
		SP:Iteration 28Q (142700.480000 sec): 3 clusters
  Score: Raw -1048647.075567 + Penalty 3020.890957 = -1045626.184610
  nChanged 8
		SP:Iteration 29Q (142700.690000 sec): 3 clusters
  Score: Raw -1048649.545793 + Penalty 3020.890957 = -1045628.654836
  nChanged 3
		SP:Iteration 30Q (142700.930000 sec): 3 clusters
  Score: Raw -1048650.325754 + Penalty 3020.890957 = -1045629.434796
  nChanged 6
		SP:Iteration 31Q (142701.140000 sec): 3 clusters
  Score: Raw -1048652.565514 + Penalty 3020.890957 = -1045631.674557
  nChanged 6
		SP:Iteration 32Q (142701.370000 sec): 3 clusters
  Score: Raw -1048654.203238 + Penalty 3020.890957 = -1045633.312280
  nChanged 3
		SP:Iteration 33Q (142701.550000 sec): 3 clusters
  Score: Raw -1048655.109165 + Penalty 3020.890957 = -1045634.218207
  nChanged 3
		SP:Iteration 34Q (142701.740000 sec): 3 clusters
  Score: Raw -1048655.569963 + Penalty 3020.890957 = -1045634.679005
  nChanged 0
		SP:Iteration 35F (142701.950000 sec): 3 clusters
  Score: Raw -1048655.569963 + Penalty 3020.890957 = -1045634.679005
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142702.170000 sec): 2 clusters
  Score: Raw -2016596.307523 + Penalty 1605.310881 = -2014990.996642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142702.390000 sec): 3 clusters
  Score: Raw -2004881.922249 + Penalty 3210.621761 = -2001671.300488
  nChanged 8840
		SP:Iteration 1F (142702.680000 sec): 3 clusters
  Score: Raw -2010007.683576 + Penalty 3210.621761 = -2006797.061815
  nChanged 1303
		SP:Iteration 2F (142702.990000 sec): 3 clusters
  Score: Raw -2010710.675284 + Penalty 3210.621761 = -2007500.053523
  nChanged 1271
		SP:Iteration 3F (142703.230000 sec): 3 clusters
  Score: Raw -2011457.939659 + Penalty 3210.621761 = -2008247.317898
  nChanged 1250
		SP:Iteration 4F (142703.490000 sec): 3 clusters
  Score: Raw -2012215.025915 + Penalty 3210.621761 = -2009004.404154
  nChanged 1160
		SP:Iteration 5F (142703.750000 sec): 3 clusters
  Score: Raw -2012901.519365 + Penalty 3210.621761 = -2009690.897603
  nChanged 1028
		SP:Iteration 6F (142704.030000 sec): 3 clusters
  Score: Raw -2013480.091804 + Penalty 3210.621761 = -2010269.470043
  nChanged 942
		SP:Iteration 7Q (142704.300000 sec): 3 clusters
  Score: Raw -2014018.374281 + Penalty 3210.621761 = -2010807.752520
  nChanged 836
		SP:Iteration 8Q (142704.550000 sec): 3 clusters
  Score: Raw -2014516.551422 + Penalty 3210.621761 = -2011305.929661
  nChanged 771
		SP:Iteration 9Q (142704.860000 sec): 3 clusters
  Score: Raw -2015073.567438 + Penalty 3210.621761 = -2011862.945677
  nChanged 772
		SP:Iteration 10Q (142705.180000 sec): 3 clusters
  Score: Raw -2015700.551525 + Penalty 3210.621761 = -2012489.929764
  nChanged 679
		SP:Iteration 11Q (142705.440000 sec): 3 clusters
  Score: Raw -2016232.566839 + Penalty 3210.621761 = -2013021.945077
  nChanged 604
		SP:Iteration 12Q (142705.720000 sec): 3 clusters
  Score: Raw -2016667.052402 + Penalty 3210.621761 = -2013456.430640
  nChanged 548
		SP:Iteration 13Q (142706.030000 sec): 3 clusters
  Score: Raw -2017020.560138 + Penalty 3210.621761 = -2013809.938376
  nChanged 443
		SP:Iteration 14Q (142706.270000 sec): 3 clusters
  Score: Raw -2017263.803828 + Penalty 3210.621761 = -2014053.182067
  nChanged 336
		SP:Iteration 15Q (142706.530000 sec): 3 clusters
  Score: Raw -2017418.828276 + Penalty 3210.621761 = -2014208.206515
  nChanged 262
		SP:Iteration 16Q (142706.810000 sec): 3 clusters
  Score: Raw -2017516.551395 + Penalty 3210.621761 = -2014305.929634
  nChanged 208
		SP:Iteration 17Q (142707.080000 sec): 3 clusters
  Score: Raw -2017587.237183 + Penalty 3210.621761 = -2014376.615421
  nChanged 146
		SP:Iteration 18Q (142707.360000 sec): 3 clusters
  Score: Raw -2017627.469888 + Penalty 3210.621761 = -2014416.848127
  nChanged 114
		SP:Iteration 19Q (142707.630000 sec): 3 clusters
  Score: Raw -2017651.993112 + Penalty 3210.621761 = -2014441.371350
  nChanged 89
		SP:Iteration 20F (142707.910000 sec): 3 clusters
  Score: Raw -2017669.768684 + Penalty 3210.621761 = -2014459.146922
  nChanged 64
		SP:Iteration 21Q (142708.190000 sec): 3 clusters
  Score: Raw -2017680.814580 + Penalty 3210.621761 = -2014470.192819
  nChanged 52
		SP:Iteration 22Q (142708.460000 sec): 3 clusters
  Score: Raw -2017689.523530 + Penalty 3210.621761 = -2014478.901769
  nChanged 43
		SP:Iteration 23Q (142708.720000 sec): 3 clusters
  Score: Raw -2017694.739317 + Penalty 3210.621761 = -2014484.117555
  nChanged 36
		SP:Iteration 24Q (142708.970000 sec): 3 clusters
  Score: Raw -2017698.847737 + Penalty 3210.621761 = -2014488.225975
  nChanged 30
		SP:Iteration 25Q (142709.250000 sec): 3 clusters
  Score: Raw -2017702.853983 + Penalty 3210.621761 = -2014492.232221
  nChanged 26
		SP:Iteration 26Q (142709.560000 sec): 3 clusters
  Score: Raw -2017705.806844 + Penalty 3210.621761 = -2014495.185082
  nChanged 29
		SP:Iteration 27Q (142709.820000 sec): 3 clusters
  Score: Raw -2017708.514441 + Penalty 3210.621761 = -2014497.892680
  nChanged 13
		SP:Iteration 28Q (142710.080000 sec): 3 clusters
  Score: Raw -2017709.483361 + Penalty 3210.621761 = -2014498.861599
  nChanged 7
		SP:Iteration 29Q (142710.350000 sec): 3 clusters
  Score: Raw -2017709.895548 + Penalty 3210.621761 = -2014499.273786
  nChanged 3
		SP:Iteration 30Q (142710.620000 sec): 3 clusters
  Score: Raw -2017709.972554 + Penalty 3210.621761 = -2014499.350793
  nChanged 0
		SP:Iteration 31F (142710.890000 sec): 3 clusters
  Score: Raw -2017709.972554 + Penalty 3210.621761 = -2014499.350793
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142711.000000 sec): 2 clusters
  Score: Raw -460104.566960 + Penalty 1364.997561 = -458739.569399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142711.130000 sec): 3 clusters
  Score: Raw -457807.113702 + Penalty 2729.995122 = -455077.118581
  nChanged 1802
		SP:Iteration 1F (142711.390000 sec): 3 clusters
  Score: Raw -458829.644143 + Penalty 2729.995122 = -456099.649021
  nChanged 298
		SP:Iteration 2F (142711.540000 sec): 3 clusters
  Score: Raw -458995.670067 + Penalty 2729.995122 = -456265.674945
  nChanged 239
		SP:Iteration 3F (142711.740000 sec): 3 clusters
  Score: Raw -459121.612983 + Penalty 2729.995122 = -456391.617861
  nChanged 180
		SP:Iteration 4Q (142711.960000 sec): 3 clusters
  Score: Raw -459210.021896 + Penalty 2729.995122 = -456480.026774
  nChanged 161
		SP:Iteration 5Q (142712.130000 sec): 3 clusters
  Score: Raw -459300.100084 + Penalty 2729.995122 = -456570.104962
  nChanged 150
		SP:Iteration 6Q (142712.370000 sec): 3 clusters
  Score: Raw -459382.208319 + Penalty 2729.995122 = -456652.213198
  nChanged 137
		SP:Iteration 7Q (142712.570000 sec): 3 clusters
  Score: Raw -459449.325811 + Penalty 2729.995122 = -456719.330689
  nChanged 125
		SP:Iteration 8Q (142712.730000 sec): 3 clusters
  Score: Raw -459521.544449 + Penalty 2729.995122 = -456791.549327
  nChanged 131
		SP:Iteration 9Q (142712.990000 sec): 3 clusters
  Score: Raw -459594.173486 + Penalty 2729.995122 = -456864.178364
  nChanged 111
		SP:Iteration 10Q (142713.180000 sec): 3 clusters
  Score: Raw -459650.853851 + Penalty 2729.995122 = -456920.858729
  nChanged 118
		SP:Iteration 11Q (142713.350000 sec): 3 clusters
  Score: Raw -459709.434566 + Penalty 2729.995122 = -456979.439444
  nChanged 104
		SP:Iteration 12Q (142713.560000 sec): 3 clusters
  Score: Raw -459767.015801 + Penalty 2729.995122 = -457037.020679
  nChanged 92
		SP:Iteration 13Q (142713.740000 sec): 3 clusters
  Score: Raw -459818.531456 + Penalty 2729.995122 = -457088.536334
  nChanged 83
		SP:Iteration 14Q (142713.940000 sec): 3 clusters
  Score: Raw -459866.541856 + Penalty 2729.995122 = -457136.546734
  nChanged 81
		SP:Iteration 15Q (142714.110000 sec): 3 clusters
  Score: Raw -459917.179865 + Penalty 2729.995122 = -457187.184743
  nChanged 63
		SP:Iteration 16Q (142714.250000 sec): 3 clusters
  Score: Raw -459962.154835 + Penalty 2729.995122 = -457232.159713
  nChanged 52
		SP:Iteration 17Q (142714.370000 sec): 3 clusters
  Score: Raw -459994.638814 + Penalty 2729.995122 = -457264.643692
  nChanged 51
		SP:Iteration 18Q (142714.570000 sec): 3 clusters
  Score: Raw -460028.497093 + Penalty 2729.995122 = -457298.501971
  nChanged 53
		SP:Iteration 19Q (142714.770000 sec): 3 clusters
  Score: Raw -460063.069121 + Penalty 2729.995122 = -457333.073999
  nChanged 40
		SP:Iteration 20F (142714.950000 sec): 3 clusters
  Score: Raw -460091.942643 + Penalty 2729.995122 = -457361.947521
  nChanged 36
		SP:Iteration 21Q (142715.110000 sec): 3 clusters
  Score: Raw -460113.262381 + Penalty 2729.995122 = -457383.267259
  nChanged 39
		SP:Iteration 22Q (142715.320000 sec): 3 clusters
  Score: Raw -460140.894360 + Penalty 2729.995122 = -457410.899238
  nChanged 38
		SP:Iteration 23Q (142715.490000 sec): 3 clusters
  Score: Raw -460161.288078 + Penalty 2729.995122 = -457431.292956
  nChanged 26
		SP:Iteration 24Q (142715.680000 sec): 3 clusters
  Score: Raw -460178.170216 + Penalty 2729.995122 = -457448.175094
  nChanged 16
		SP:Iteration 25Q (142715.860000 sec): 3 clusters
  Score: Raw -460186.790410 + Penalty 2729.995122 = -457456.795288
  nChanged 13
		SP:Iteration 26Q (142716.050000 sec): 3 clusters
  Score: Raw -460192.481736 + Penalty 2729.995122 = -457462.486614
  nChanged 9
		SP:Iteration 27Q (142716.220000 sec): 3 clusters
  Score: Raw -460197.519989 + Penalty 2729.995122 = -457467.524868
  nChanged 7
		SP:Iteration 28Q (142716.400000 sec): 3 clusters
  Score: Raw -460203.391414 + Penalty 2729.995122 = -457473.396293
  nChanged 9
		SP:Iteration 29Q (142716.650000 sec): 3 clusters
  Score: Raw -460208.822871 + Penalty 2729.995122 = -457478.827749
  nChanged 9
		SP:Iteration 30Q (142716.870000 sec): 3 clusters
  Score: Raw -460214.103507 + Penalty 2729.995122 = -457484.108385
  nChanged 6
		SP:Iteration 31Q (142717.070000 sec): 3 clusters
  Score: Raw -460216.174243 + Penalty 2729.995122 = -457486.179122
  nChanged 5
		SP:Iteration 32Q (142717.260000 sec): 3 clusters
  Score: Raw -460220.192805 + Penalty 2729.995122 = -457490.197683
  nChanged 8
		SP:Iteration 33Q (142717.460000 sec): 3 clusters
  Score: Raw -460226.453406 + Penalty 2729.995122 = -457496.458284
  nChanged 14
		SP:Iteration 34Q (142717.630000 sec): 3 clusters
  Score: Raw -460237.107437 + Penalty 2729.995122 = -457507.112315
  nChanged 12
		SP:Iteration 35Q (142717.830000 sec): 3 clusters
  Score: Raw -460242.658298 + Penalty 2729.995122 = -457512.663176
  nChanged 8
		SP:Iteration 36Q (142718.070000 sec): 3 clusters
  Score: Raw -460246.009033 + Penalty 2729.995122 = -457516.013911
  nChanged 4
		SP:Iteration 37Q (142718.280000 sec): 3 clusters
  Score: Raw -460248.197894 + Penalty 2729.995122 = -457518.202772
  nChanged 5
		SP:Iteration 38Q (142718.470000 sec): 3 clusters
  Score: Raw -460252.852181 + Penalty 2729.995122 = -457522.857059
  nChanged 6
		SP:Iteration 39Q (142718.690000 sec): 3 clusters
  Score: Raw -460258.707433 + Penalty 2729.995122 = -457528.712311
  nChanged 6
		SP:Iteration 40F (142718.860000 sec): 3 clusters
  Score: Raw -460262.250533 + Penalty 2729.995122 = -457532.255411
  nChanged 5
		SP:Iteration 41Q (142719.110000 sec): 3 clusters
  Score: Raw -460265.162739 + Penalty 2729.995122 = -457535.167617
  nChanged 5
		SP:Iteration 42Q (142719.310000 sec): 3 clusters
  Score: Raw -460268.675842 + Penalty 2729.995122 = -457538.680720
  nChanged 10
		SP:Iteration 43Q (142719.510000 sec): 3 clusters
  Score: Raw -460280.155974 + Penalty 2729.995122 = -457550.160852
  nChanged 14
		SP:Iteration 44Q (142719.700000 sec): 3 clusters
  Score: Raw -460291.996302 + Penalty 2729.995122 = -457562.001181
  nChanged 11
		SP:Iteration 45Q (142719.890000 sec): 3 clusters
  Score: Raw -460300.732389 + Penalty 2729.995122 = -457570.737267
  nChanged 11
		SP:Iteration 46Q (142720.120000 sec): 3 clusters
  Score: Raw -460306.168964 + Penalty 2729.995122 = -457576.173842
  nChanged 3
		SP:Iteration 47Q (142720.300000 sec): 3 clusters
  Score: Raw -460309.068356 + Penalty 2729.995122 = -457579.073234
  nChanged 1
		SP:Iteration 48Q (142720.510000 sec): 3 clusters
  Score: Raw -460309.980814 + Penalty 2729.995122 = -457579.985692
  nChanged 3
		SP:Iteration 49Q (142720.720000 sec): 3 clusters
  Score: Raw -460311.611642 + Penalty 2729.995122 = -457581.616521
  nChanged 1
		SP:Iteration 50Q (142720.930000 sec): 3 clusters
  Score: Raw -460311.751663 + Penalty 2729.995122 = -457581.756541
  nChanged 0
		SP:Iteration 51F (142721.130000 sec): 3 clusters
  Score: Raw -460311.751663 + Penalty 2729.995122 = -457581.756541
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142721.210000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142721.430000 sec): 3 clusters
  Score: Raw -26536.288317 + Penalty 1841.588674 = -24694.699644
  nChanged 45
		SP:Iteration 1F (142721.610000 sec): 3 clusters
  Score: Raw -26622.616660 + Penalty 1841.588674 = -24781.027986
  nChanged 10
		SP:Iteration 2Q (142721.780000 sec): 3 clusters
  Score: Raw -26647.904917 + Penalty 1841.588674 = -24806.316244
  nChanged 7
		SP:Iteration 3Q (142721.930000 sec): 3 clusters
  Score: Raw -26661.597002 + Penalty 1841.588674 = -24820.008329
  nChanged 1
		SP:Iteration 4Q (142722.150000 sec): 3 clusters
  Score: Raw -26666.074020 + Penalty 1841.588674 = -24824.485347
  nChanged 1
		SP:Iteration 5Q (142722.330000 sec): 3 clusters
  Score: Raw -26667.589578 + Penalty 1841.588674 = -24826.000904
  nChanged 2
		SP:Iteration 6Q (142722.480000 sec): 3 clusters
  Score: Raw -26673.405239 + Penalty 1841.588674 = -24831.816565
  nChanged 1
		SP:Iteration 7Q (142722.690000 sec): 3 clusters
  Score: Raw -26675.243297 + Penalty 1841.588674 = -24833.654623
  nChanged 1
		SP:Iteration 8Q (142722.840000 sec): 3 clusters
  Score: Raw -26677.513685 + Penalty 1841.588674 = -24835.925011
  nChanged 0
		SP:Iteration 9F (142723.010000 sec): 3 clusters
  Score: Raw -26677.513685 + Penalty 1841.588674 = -24835.925011
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142723.110000 sec): 2 clusters
  Score: Raw -206368.490310 + Penalty 1236.441477 = -205132.048833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142723.300000 sec): 3 clusters
  Score: Raw -205514.309755 + Penalty 2472.882954 = -203041.426801
  nChanged 714
		SP:Iteration 1F (142723.480000 sec): 3 clusters
  Score: Raw -205994.723031 + Penalty 2472.882954 = -203521.840076
  nChanged 154
		SP:Iteration 2F (142723.620000 sec): 3 clusters
  Score: Raw -206112.870045 + Penalty 2472.882954 = -203639.987091
  nChanged 88
		SP:Iteration 3Q (142723.770000 sec): 3 clusters
  Score: Raw -206177.079839 + Penalty 2472.882954 = -203704.196885
  nChanged 60
		SP:Iteration 4Q (142723.990000 sec): 3 clusters
  Score: Raw -206216.818426 + Penalty 2472.882954 = -203743.935471
  nChanged 40
		SP:Iteration 5Q (142724.150000 sec): 3 clusters
  Score: Raw -206241.254821 + Penalty 2472.882954 = -203768.371866
  nChanged 41
		SP:Iteration 6Q (142724.350000 sec): 3 clusters
  Score: Raw -206270.111437 + Penalty 2472.882954 = -203797.228483
  nChanged 44
		SP:Iteration 7Q (142724.550000 sec): 3 clusters
  Score: Raw -206293.020499 + Penalty 2472.882954 = -203820.137544
  nChanged 31
		SP:Iteration 8Q (142724.730000 sec): 3 clusters
  Score: Raw -206314.490671 + Penalty 2472.882954 = -203841.607716
  nChanged 23
		SP:Iteration 9Q (142724.920000 sec): 3 clusters
  Score: Raw -206325.479915 + Penalty 2472.882954 = -203852.596960
  nChanged 15
		SP:Iteration 10Q (142725.080000 sec): 3 clusters
  Score: Raw -206334.572336 + Penalty 2472.882954 = -203861.689382
  nChanged 15
		SP:Iteration 11Q (142725.260000 sec): 3 clusters
  Score: Raw -206340.502261 + Penalty 2472.882954 = -203867.619307
  nChanged 7
		SP:Iteration 12Q (142725.430000 sec): 3 clusters
  Score: Raw -206345.257374 + Penalty 2472.882954 = -203872.374420
  nChanged 10
		SP:Iteration 13Q (142725.640000 sec): 3 clusters
  Score: Raw -206348.967603 + Penalty 2472.882954 = -203876.084648
  nChanged 9
		SP:Iteration 14Q (142725.790000 sec): 3 clusters
  Score: Raw -206354.006681 + Penalty 2472.882954 = -203881.123726
  nChanged 10
		SP:Iteration 15Q (142726.020000 sec): 3 clusters
  Score: Raw -206358.408474 + Penalty 2472.882954 = -203885.525520
  nChanged 10
		SP:Iteration 16Q (142726.180000 sec): 3 clusters
  Score: Raw -206363.261083 + Penalty 2472.882954 = -203890.378128
  nChanged 9
		SP:Iteration 17Q (142726.320000 sec): 3 clusters
  Score: Raw -206368.502639 + Penalty 2472.882954 = -203895.619685
  nChanged 10
		SP:Iteration 18Q (142726.510000 sec): 3 clusters
  Score: Raw -206372.449404 + Penalty 2472.882954 = -203899.566450
  nChanged 11
		SP:Iteration 19Q (142726.660000 sec): 3 clusters
  Score: Raw -206376.277164 + Penalty 2472.882954 = -203903.394210
  nChanged 6
		SP:Iteration 20F (142726.800000 sec): 3 clusters
  Score: Raw -206378.320030 + Penalty 2472.882954 = -203905.437076
  nChanged 2
		SP:Iteration 21Q (142726.990000 sec): 3 clusters
  Score: Raw -206379.461672 + Penalty 2472.882954 = -203906.578717
  nChanged 8
		SP:Iteration 22Q (142727.130000 sec): 3 clusters
  Score: Raw -206383.433030 + Penalty 2472.882954 = -203910.550076
  nChanged 5
		SP:Iteration 23Q (142727.340000 sec): 3 clusters
  Score: Raw -206385.929959 + Penalty 2472.882954 = -203913.047005
  nChanged 4
		SP:Iteration 24Q (142727.510000 sec): 3 clusters
  Score: Raw -206388.078259 + Penalty 2472.882954 = -203915.195304
  nChanged 5
		SP:Iteration 25Q (142727.700000 sec): 3 clusters
  Score: Raw -206389.769543 + Penalty 2472.882954 = -203916.886588
  nChanged 2
		SP:Iteration 26Q (142727.880000 sec): 3 clusters
  Score: Raw -206391.602162 + Penalty 2472.882954 = -203918.719207
  nChanged 4
		SP:Iteration 27Q (142728.050000 sec): 3 clusters
  Score: Raw -206392.897096 + Penalty 2472.882954 = -203920.014142
  nChanged 4
		SP:Iteration 28Q (142728.220000 sec): 3 clusters
  Score: Raw -206394.711509 + Penalty 2472.882954 = -203921.828555
  nChanged 5
		SP:Iteration 29Q (142728.380000 sec): 3 clusters
  Score: Raw -206396.324074 + Penalty 2472.882954 = -203923.441119
  nChanged 5
		SP:Iteration 30Q (142728.590000 sec): 3 clusters
  Score: Raw -206397.546034 + Penalty 2472.882954 = -203924.663079
  nChanged 2
		SP:Iteration 31Q (142728.750000 sec): 3 clusters
  Score: Raw -206398.106721 + Penalty 2472.882954 = -203925.223766
  nChanged 1
		SP:Iteration 32Q (142728.950000 sec): 3 clusters
  Score: Raw -206398.495455 + Penalty 2472.882954 = -203925.612501
  nChanged 1
		SP:Iteration 33Q (142729.110000 sec): 3 clusters
  Score: Raw -206398.935425 + Penalty 2472.882954 = -203926.052471
  nChanged 0
		SP:Iteration 34F (142729.290000 sec): 3 clusters
  Score: Raw -206398.935425 + Penalty 2472.882954 = -203926.052471
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142729.400000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142729.610000 sec): 3 clusters
  Score: Raw -432306.346864 + Penalty 2710.570629 = -429595.776235
  nChanged 1657
		SP:Iteration 1F (142729.760000 sec): 3 clusters
  Score: Raw -433321.762905 + Penalty 2710.570629 = -430611.192276
  nChanged 369
		SP:Iteration 2F (142729.960000 sec): 3 clusters
  Score: Raw -433619.993819 + Penalty 2710.570629 = -430909.423190
  nChanged 310
		SP:Iteration 3F (142730.170000 sec): 3 clusters
  Score: Raw -433882.269025 + Penalty 2710.570629 = -431171.698396
  nChanged 252
		SP:Iteration 4F (142730.370000 sec): 3 clusters
  Score: Raw -434068.860032 + Penalty 2710.570629 = -431358.289403
  nChanged 201
		SP:Iteration 5Q (142730.570000 sec): 3 clusters
  Score: Raw -434210.166122 + Penalty 2710.570629 = -431499.595493
  nChanged 172
		SP:Iteration 6Q (142730.710000 sec): 3 clusters
  Score: Raw -434317.755749 + Penalty 2710.570629 = -431607.185119
  nChanged 126
		SP:Iteration 7Q (142730.920000 sec): 3 clusters
  Score: Raw -434400.424575 + Penalty 2710.570629 = -431689.853946
  nChanged 116
		SP:Iteration 8Q (142731.090000 sec): 3 clusters
  Score: Raw -434457.740123 + Penalty 2710.570629 = -431747.169494
  nChanged 97
		SP:Iteration 9Q (142731.280000 sec): 3 clusters
  Score: Raw -434505.976387 + Penalty 2710.570629 = -431795.405758
  nChanged 75
		SP:Iteration 10Q (142731.470000 sec): 3 clusters
  Score: Raw -434545.181008 + Penalty 2710.570629 = -431834.610379
  nChanged 73
		SP:Iteration 11Q (142731.690000 sec): 3 clusters
  Score: Raw -434577.798034 + Penalty 2710.570629 = -431867.227405
  nChanged 60
		SP:Iteration 12Q (142731.840000 sec): 3 clusters
  Score: Raw -434602.654041 + Penalty 2710.570629 = -431892.083412
  nChanged 42
		SP:Iteration 13Q (142732.030000 sec): 3 clusters
  Score: Raw -434623.293278 + Penalty 2710.570629 = -431912.722649
  nChanged 56
		SP:Iteration 14Q (142732.210000 sec): 3 clusters
  Score: Raw -434644.168326 + Penalty 2710.570629 = -431933.597697
  nChanged 36
		SP:Iteration 15Q (142732.430000 sec): 3 clusters
  Score: Raw -434658.372126 + Penalty 2710.570629 = -431947.801497
  nChanged 32
		SP:Iteration 16Q (142732.630000 sec): 3 clusters
  Score: Raw -434669.835043 + Penalty 2710.570629 = -431959.264413
  nChanged 31
		SP:Iteration 17Q (142732.820000 sec): 3 clusters
  Score: Raw -434680.446680 + Penalty 2710.570629 = -431969.876050
  nChanged 29
		SP:Iteration 18Q (142733.000000 sec): 3 clusters
  Score: Raw -434688.521414 + Penalty 2710.570629 = -431977.950784
  nChanged 21
		SP:Iteration 19Q (142733.210000 sec): 3 clusters
  Score: Raw -434694.688055 + Penalty 2710.570629 = -431984.117426
  nChanged 26
		SP:Iteration 20F (142733.420000 sec): 3 clusters
  Score: Raw -434703.240095 + Penalty 2710.570629 = -431992.669466
  nChanged 18
		SP:Iteration 21Q (142733.600000 sec): 3 clusters
  Score: Raw -434708.587389 + Penalty 2710.570629 = -431998.016760
  nChanged 19
		SP:Iteration 22Q (142733.800000 sec): 3 clusters
  Score: Raw -434716.801058 + Penalty 2710.570629 = -432006.230429
  nChanged 26
		SP:Iteration 23Q (142733.970000 sec): 3 clusters
  Score: Raw -434723.493747 + Penalty 2710.570629 = -432012.923118
  nChanged 14
		SP:Iteration 24Q (142734.150000 sec): 3 clusters
  Score: Raw -434726.232522 + Penalty 2710.570629 = -432015.661893
  nChanged 9
		SP:Iteration 25Q (142734.350000 sec): 3 clusters
  Score: Raw -434728.362648 + Penalty 2710.570629 = -432017.792018
  nChanged 7
		SP:Iteration 26Q (142734.550000 sec): 3 clusters
  Score: Raw -434729.298497 + Penalty 2710.570629 = -432018.727868
  nChanged 3
		SP:Iteration 27Q (142734.750000 sec): 3 clusters
  Score: Raw -434729.800603 + Penalty 2710.570629 = -432019.229974
  nChanged 6
		SP:Iteration 28Q (142734.990000 sec): 3 clusters
  Score: Raw -434731.452502 + Penalty 2710.570629 = -432020.881873
  nChanged 8
		SP:Iteration 29Q (142735.170000 sec): 3 clusters
  Score: Raw -434733.284719 + Penalty 2710.570629 = -432022.714090
  nChanged 5
		SP:Iteration 30Q (142735.350000 sec): 3 clusters
  Score: Raw -434734.361527 + Penalty 2710.570629 = -432023.790898
  nChanged 3
		SP:Iteration 31Q (142735.550000 sec): 3 clusters
  Score: Raw -434735.076578 + Penalty 2710.570629 = -432024.505948
  nChanged 4
		SP:Iteration 32Q (142735.760000 sec): 3 clusters
  Score: Raw -434736.391667 + Penalty 2710.570629 = -432025.821038
  nChanged 4
		SP:Iteration 33Q (142735.930000 sec): 3 clusters
  Score: Raw -434737.099128 + Penalty 2710.570629 = -432026.528498
  nChanged 2
		SP:Iteration 34Q (142736.130000 sec): 3 clusters
  Score: Raw -434737.566547 + Penalty 2710.570629 = -432026.995917
  nChanged 4
		SP:Iteration 35Q (142736.320000 sec): 3 clusters
  Score: Raw -434738.088103 + Penalty 2710.570629 = -432027.517474
  nChanged 0
		SP:Iteration 36F (142736.520000 sec): 3 clusters
  Score: Raw -434738.088103 + Penalty 2710.570629 = -432027.517474
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142736.580000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142736.760000 sec): 3 clusters
  Score: Raw -29590.604867 + Penalty 1859.101327 = -27731.503540
  nChanged 58
		SP:Iteration 1F (142736.970000 sec): 3 clusters
  Score: Raw -29708.287031 + Penalty 1859.101327 = -27849.185703
  nChanged 20
		SP:Iteration 2F (142737.140000 sec): 3 clusters
  Score: Raw -29772.914631 + Penalty 1859.101327 = -27913.813303
  nChanged 11
		SP:Iteration 3Q (142737.300000 sec): 3 clusters
  Score: Raw -29798.230492 + Penalty 1859.101327 = -27939.129164
  nChanged 10
		SP:Iteration 4Q (142737.450000 sec): 3 clusters
  Score: Raw -29822.741774 + Penalty 1859.101327 = -27963.640447
  nChanged 9
		SP:Iteration 5Q (142737.650000 sec): 3 clusters
  Score: Raw -29837.257857 + Penalty 1859.101327 = -27978.156530
  nChanged 5
		SP:Iteration 6Q (142737.790000 sec): 3 clusters
  Score: Raw -29848.491750 + Penalty 1859.101327 = -27989.390423
  nChanged 2
		SP:Iteration 7Q (142737.990000 sec): 3 clusters
  Score: Raw -29852.855169 + Penalty 1859.101327 = -27993.753842
  nChanged 2
		SP:Iteration 8Q (142738.150000 sec): 3 clusters
  Score: Raw -29862.811361 + Penalty 1859.101327 = -28003.710033
  nChanged 0
		SP:Iteration 9F (142738.350000 sec): 3 clusters
  Score: Raw -29862.811361 + Penalty 1859.101327 = -28003.710033
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (22939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142738.540000 sec): 2 clusters
  Score: Raw -2338806.548423 + Penalty 1631.596492 = -2337174.951930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142738.840000 sec): 3 clusters
  Score: Raw -2324834.782751 + Penalty 3263.192984 = -2321571.589767
  nChanged 10371
		SP:Iteration 1F (142739.090000 sec): 3 clusters
  Score: Raw -2330777.047998 + Penalty 3263.192984 = -2327513.855014
  nChanged 1236
		SP:Iteration 2F (142739.350000 sec): 3 clusters
  Score: Raw -2331293.363679 + Penalty 3263.192984 = -2328030.170694
  nChanged 1253
		SP:Iteration 3F (142739.650000 sec): 3 clusters
  Score: Raw -2331841.995440 + Penalty 3263.192984 = -2328578.802455
  nChanged 1177
		SP:Iteration 4F (142739.950000 sec): 3 clusters
  Score: Raw -2332394.060750 + Penalty 3263.192984 = -2329130.867766
  nChanged 1189
		SP:Iteration 5F (142740.240000 sec): 3 clusters
  Score: Raw -2332996.892178 + Penalty 3263.192984 = -2329733.699194
  nChanged 1178
		SP:Iteration 6F (142740.550000 sec): 3 clusters
  Score: Raw -2333670.535560 + Penalty 3263.192984 = -2330407.342575
  nChanged 1178
		SP:Iteration 7F (142740.810000 sec): 3 clusters
  Score: Raw -2334403.871121 + Penalty 3263.192984 = -2331140.678136
  nChanged 1171
		SP:Iteration 8F (142741.090000 sec): 3 clusters
  Score: Raw -2335258.278108 + Penalty 3263.192984 = -2331995.085124
  nChanged 1142
		SP:Iteration 9Q (142741.360000 sec): 3 clusters
  Score: Raw -2336109.361022 + Penalty 3263.192984 = -2332846.168038
  nChanged 999
		SP:Iteration 10Q (142741.680000 sec): 3 clusters
  Score: Raw -2336781.177157 + Penalty 3263.192984 = -2333517.984173
  nChanged 743
		SP:Iteration 11Q (142741.990000 sec): 3 clusters
  Score: Raw -2337213.038667 + Penalty 3263.192984 = -2333949.845683
  nChanged 579
		SP:Iteration 12Q (142742.270000 sec): 3 clusters
  Score: Raw -2337533.798504 + Penalty 3263.192984 = -2334270.605520
  nChanged 471
		SP:Iteration 13Q (142742.540000 sec): 3 clusters
  Score: Raw -2337807.235084 + Penalty 3263.192984 = -2334544.042100
  nChanged 423
		SP:Iteration 14Q (142742.860000 sec): 3 clusters
  Score: Raw -2338064.115132 + Penalty 3263.192984 = -2334800.922148
  nChanged 386
		SP:Iteration 15Q (142743.090000 sec): 3 clusters
  Score: Raw -2338322.260982 + Penalty 3263.192984 = -2335059.067998
  nChanged 370
		SP:Iteration 16Q (142743.340000 sec): 3 clusters
  Score: Raw -2338614.516202 + Penalty 3263.192984 = -2335351.323218
  nChanged 357
		SP:Iteration 17Q (142743.640000 sec): 3 clusters
  Score: Raw -2338859.159437 + Penalty 3263.192984 = -2335595.966453
  nChanged 304
		SP:Iteration 18Q (142743.900000 sec): 3 clusters
  Score: Raw -2339019.574311 + Penalty 3263.192984 = -2335756.381327
  nChanged 241
		SP:Iteration 19Q (142744.170000 sec): 3 clusters
  Score: Raw -2339137.861037 + Penalty 3263.192984 = -2335874.668053
  nChanged 190
		SP:Iteration 20F (142744.470000 sec): 3 clusters
  Score: Raw -2339198.596131 + Penalty 3263.192984 = -2335935.403147
  nChanged 115
		SP:Iteration 21Q (142744.720000 sec): 3 clusters
  Score: Raw -2339226.721183 + Penalty 3263.192984 = -2335963.528199
  nChanged 87
		SP:Iteration 22Q (142745.040000 sec): 3 clusters
  Score: Raw -2339241.453698 + Penalty 3263.192984 = -2335978.260714
  nChanged 57
		SP:Iteration 23Q (142745.290000 sec): 3 clusters
  Score: Raw -2339249.365501 + Penalty 3263.192984 = -2335986.172516
  nChanged 35
		SP:Iteration 24Q (142745.570000 sec): 3 clusters
  Score: Raw -2339252.941039 + Penalty 3263.192984 = -2335989.748055
  nChanged 27
		SP:Iteration 25Q (142745.880000 sec): 3 clusters
  Score: Raw -2339255.830725 + Penalty 3263.192984 = -2335992.637740
  nChanged 15
		SP:Iteration 26Q (142746.190000 sec): 3 clusters
  Score: Raw -2339257.215254 + Penalty 3263.192984 = -2335994.022269
  nChanged 17
		SP:Iteration 27Q (142746.490000 sec): 3 clusters
  Score: Raw -2339258.393732 + Penalty 3263.192984 = -2335995.200748
  nChanged 3
		SP:Iteration 28Q (142746.730000 sec): 3 clusters
  Score: Raw -2339258.525072 + Penalty 3263.192984 = -2335995.332088
  nChanged 5
		SP:Iteration 29Q (142747.050000 sec): 3 clusters
  Score: Raw -2339258.748200 + Penalty 3263.192984 = -2335995.555216
  nChanged 2
		SP:Iteration 30Q (142747.320000 sec): 3 clusters
  Score: Raw -2339258.816809 + Penalty 3263.192984 = -2335995.623825
  nChanged 2
		SP:Iteration 31Q (142747.690000 sec): 3 clusters
  Score: Raw -2339258.877418 + Penalty 3263.192984 = -2335995.684434
  nChanged 4
		SP:Iteration 32Q (142747.950000 sec): 3 clusters
  Score: Raw -2339259.027641 + Penalty 3263.192984 = -2335995.834657
  nChanged 3
		SP:Iteration 33Q (142748.290000 sec): 3 clusters
  Score: Raw -2339259.129236 + Penalty 3263.192984 = -2335995.936251
  nChanged 6
		SP:Iteration 34Q (142748.640000 sec): 3 clusters
  Score: Raw -2339259.397339 + Penalty 3263.192984 = -2335996.204354
  nChanged 9
		SP:Iteration 35Q (142748.940000 sec): 3 clusters
  Score: Raw -2339260.093748 + Penalty 3263.192984 = -2335996.900764
  nChanged 4
		SP:Iteration 36Q (142749.200000 sec): 3 clusters
  Score: Raw -2339260.211619 + Penalty 3263.192984 = -2335997.018635
  nChanged 0
		SP:Iteration 37F (142749.560000 sec): 3 clusters
  Score: Raw -2339260.211619 + Penalty 3263.192984 = -2335997.018635
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142749.630000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142749.810000 sec): 3 clusters
  Score: Raw -147781.314068 + Penalty 2342.795110 = -145438.518959
  nChanged 426
		SP:Iteration 1F (142750.050000 sec): 3 clusters
  Score: Raw -148070.343729 + Penalty 2342.795110 = -145727.548620
  nChanged 88
		SP:Iteration 2F (142750.220000 sec): 3 clusters
  Score: Raw -148133.041961 + Penalty 2342.795110 = -145790.246851
  nChanged 46
		SP:Iteration 3Q (142750.410000 sec): 3 clusters
  Score: Raw -148170.457084 + Penalty 2342.795110 = -145827.661974
  nChanged 40
		SP:Iteration 4Q (142750.610000 sec): 3 clusters
  Score: Raw -148217.904202 + Penalty 2342.795110 = -145875.109092
  nChanged 55
		SP:Iteration 5Q (142750.800000 sec): 3 clusters
  Score: Raw -148270.575240 + Penalty 2342.795110 = -145927.780130
  nChanged 63
		SP:Iteration 6Q (142750.980000 sec): 3 clusters
  Score: Raw -148343.721708 + Penalty 2342.795110 = -146000.926598
  nChanged 77
		SP:Iteration 7F (142751.180000 sec): 3 clusters
  Score: Raw -148450.964585 + Penalty 2342.795110 = -146108.169475
  nChanged 68
		SP:Iteration 8F (142751.370000 sec): 3 clusters
  Score: Raw -148539.490233 + Penalty 2342.795110 = -146196.695123
  nChanged 52
		SP:Iteration 9Q (142751.510000 sec): 3 clusters
  Score: Raw -148616.623410 + Penalty 2342.795110 = -146273.828300
  nChanged 40
		SP:Iteration 10Q (142751.690000 sec): 3 clusters
  Score: Raw -148672.966419 + Penalty 2342.795110 = -146330.171310
  nChanged 25
		SP:Iteration 11Q (142751.880000 sec): 3 clusters
  Score: Raw -148702.446955 + Penalty 2342.795110 = -146359.651845
  nChanged 16
		SP:Iteration 12Q (142752.030000 sec): 3 clusters
  Score: Raw -148717.747793 + Penalty 2342.795110 = -146374.952683
  nChanged 12
		SP:Iteration 13Q (142752.230000 sec): 3 clusters
  Score: Raw -148726.839967 + Penalty 2342.795110 = -146384.044858
  nChanged 7
		SP:Iteration 14Q (142752.430000 sec): 3 clusters
  Score: Raw -148733.322859 + Penalty 2342.795110 = -146390.527750
  nChanged 4
		SP:Iteration 15Q (142752.640000 sec): 3 clusters
  Score: Raw -148735.809707 + Penalty 2342.795110 = -146393.014598
  nChanged 7
		SP:Iteration 16Q (142752.830000 sec): 3 clusters
  Score: Raw -148739.907456 + Penalty 2342.795110 = -146397.112346
  nChanged 4
		SP:Iteration 17Q (142752.990000 sec): 3 clusters
  Score: Raw -148743.395235 + Penalty 2342.795110 = -146400.600125
  nChanged 4
		SP:Iteration 18Q (142753.180000 sec): 3 clusters
  Score: Raw -148751.895653 + Penalty 2342.795110 = -146409.100543
  nChanged 2
		SP:Iteration 19Q (142753.400000 sec): 3 clusters
  Score: Raw -148753.516715 + Penalty 2342.795110 = -146410.721605
  nChanged 2
		SP:Iteration 20F (142753.570000 sec): 3 clusters
  Score: Raw -148755.003074 + Penalty 2342.795110 = -146412.207965
  nChanged 2
		SP:Iteration 21Q (142753.740000 sec): 3 clusters
  Score: Raw -148758.346580 + Penalty 2342.795110 = -146415.551470
  nChanged 3
		SP:Iteration 22Q (142753.900000 sec): 3 clusters
  Score: Raw -148759.957363 + Penalty 2342.795110 = -146417.162253
  nChanged 2
		SP:Iteration 23Q (142754.100000 sec): 3 clusters
  Score: Raw -148761.479132 + Penalty 2342.795110 = -146418.684022
  nChanged 0
		SP:Iteration 24F (142754.300000 sec): 3 clusters
  Score: Raw -148761.479132 + Penalty 2342.795110 = -146418.684022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142754.410000 sec): 2 clusters
  Score: Raw -389362.044772 + Penalty 1345.615550 = -388016.429222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142754.660000 sec): 3 clusters
  Score: Raw -387404.198640 + Penalty 2691.231100 = -384712.967540
  nChanged 1547
		SP:Iteration 1F (142754.870000 sec): 3 clusters
  Score: Raw -388339.354725 + Penalty 2691.231100 = -385648.123626
  nChanged 357
		SP:Iteration 2F (142755.100000 sec): 3 clusters
  Score: Raw -388609.228526 + Penalty 2691.231100 = -385917.997426
  nChanged 260
		SP:Iteration 3F (142755.260000 sec): 3 clusters
  Score: Raw -388806.791237 + Penalty 2691.231100 = -386115.560137
  nChanged 220
		SP:Iteration 4F (142755.480000 sec): 3 clusters
  Score: Raw -388991.528071 + Penalty 2691.231100 = -386300.296972
  nChanged 188
		SP:Iteration 5Q (142755.670000 sec): 3 clusters
  Score: Raw -389143.977447 + Penalty 2691.231100 = -386452.746348
  nChanged 205
		SP:Iteration 6F (142755.870000 sec): 3 clusters
  Score: Raw -389320.915902 + Penalty 2691.231100 = -386629.684803
  nChanged 204
		SP:Iteration 7F (142756.070000 sec): 3 clusters
  Score: Raw -389496.144204 + Penalty 2691.231100 = -386804.913104
  nChanged 180
		SP:Iteration 8Q (142756.280000 sec): 3 clusters
  Score: Raw -389638.208308 + Penalty 2691.231100 = -386946.977208
  nChanged 155
		SP:Iteration 9Q (142756.480000 sec): 3 clusters
  Score: Raw -389767.747414 + Penalty 2691.231100 = -387076.516314
  nChanged 137
		SP:Iteration 10Q (142756.660000 sec): 3 clusters
  Score: Raw -389878.057787 + Penalty 2691.231100 = -387186.826687
  nChanged 114
		SP:Iteration 11Q (142756.840000 sec): 3 clusters
  Score: Raw -389952.793637 + Penalty 2691.231100 = -387261.562537
  nChanged 74
		SP:Iteration 12Q (142757.030000 sec): 3 clusters
  Score: Raw -389995.703709 + Penalty 2691.231100 = -387304.472610
  nChanged 59
		SP:Iteration 13Q (142757.210000 sec): 3 clusters
  Score: Raw -390025.608167 + Penalty 2691.231100 = -387334.377067
  nChanged 45
		SP:Iteration 14Q (142757.360000 sec): 3 clusters
  Score: Raw -390048.904692 + Penalty 2691.231100 = -387357.673592
  nChanged 42
		SP:Iteration 15Q (142757.550000 sec): 3 clusters
  Score: Raw -390071.342043 + Penalty 2691.231100 = -387380.110943
  nChanged 33
		SP:Iteration 16Q (142757.730000 sec): 3 clusters
  Score: Raw -390087.575649 + Penalty 2691.231100 = -387396.344549
  nChanged 28
		SP:Iteration 17Q (142757.930000 sec): 3 clusters
  Score: Raw -390099.967828 + Penalty 2691.231100 = -387408.736729
  nChanged 22
		SP:Iteration 18Q (142758.090000 sec): 3 clusters
  Score: Raw -390109.177708 + Penalty 2691.231100 = -387417.946608
  nChanged 19
		SP:Iteration 19Q (142758.270000 sec): 3 clusters
  Score: Raw -390115.881205 + Penalty 2691.231100 = -387424.650106
  nChanged 11
		SP:Iteration 20F (142758.450000 sec): 3 clusters
  Score: Raw -390119.963773 + Penalty 2691.231100 = -387428.732673
  nChanged 10
		SP:Iteration 21Q (142758.610000 sec): 3 clusters
  Score: Raw -390122.217075 + Penalty 2691.231100 = -387430.985976
  nChanged 6
		SP:Iteration 22Q (142758.830000 sec): 3 clusters
  Score: Raw -390123.674031 + Penalty 2691.231100 = -387432.442931
  nChanged 7
		SP:Iteration 23Q (142759.020000 sec): 3 clusters
  Score: Raw -390125.752181 + Penalty 2691.231100 = -387434.521081
  nChanged 5
		SP:Iteration 24Q (142759.190000 sec): 3 clusters
  Score: Raw -390127.234842 + Penalty 2691.231100 = -387436.003743
  nChanged 5
		SP:Iteration 25Q (142759.400000 sec): 3 clusters
  Score: Raw -390129.014963 + Penalty 2691.231100 = -387437.783863
  nChanged 5
		SP:Iteration 26Q (142759.610000 sec): 3 clusters
  Score: Raw -390129.916330 + Penalty 2691.231100 = -387438.685230
  nChanged 4
		SP:Iteration 27Q (142759.800000 sec): 3 clusters
  Score: Raw -390130.423723 + Penalty 2691.231100 = -387439.192623
  nChanged 1
		SP:Iteration 28Q (142759.990000 sec): 3 clusters
  Score: Raw -390130.608876 + Penalty 2691.231100 = -387439.377776
  nChanged 1
		SP:Iteration 29Q (142760.180000 sec): 3 clusters
  Score: Raw -390130.814977 + Penalty 2691.231100 = -387439.583878
  nChanged 3
		SP:Iteration 30Q (142760.350000 sec): 3 clusters
  Score: Raw -390131.947270 + Penalty 2691.231100 = -387440.716170
  nChanged 4
		SP:Iteration 31Q (142760.530000 sec): 3 clusters
  Score: Raw -390133.488110 + Penalty 2691.231100 = -387442.257010
  nChanged 7
		SP:Iteration 32Q (142760.750000 sec): 3 clusters
  Score: Raw -390135.994590 + Penalty 2691.231100 = -387444.763491
  nChanged 6
		SP:Iteration 33Q (142760.950000 sec): 3 clusters
  Score: Raw -390138.687723 + Penalty 2691.231100 = -387447.456624
  nChanged 10
		SP:Iteration 34Q (142761.130000 sec): 3 clusters
  Score: Raw -390140.836997 + Penalty 2691.231100 = -387449.605897
  nChanged 7
		SP:Iteration 35Q (142761.310000 sec): 3 clusters
  Score: Raw -390142.989024 + Penalty 2691.231100 = -387451.757925
  nChanged 5
		SP:Iteration 36Q (142761.490000 sec): 3 clusters
  Score: Raw -390145.290437 + Penalty 2691.231100 = -387454.059337
  nChanged 7
		SP:Iteration 37Q (142761.710000 sec): 3 clusters
  Score: Raw -390147.514410 + Penalty 2691.231100 = -387456.283310
  nChanged 1
		SP:Iteration 38Q (142761.880000 sec): 3 clusters
  Score: Raw -390148.186917 + Penalty 2691.231100 = -387456.955817
  nChanged 3
		SP:Iteration 39Q (142762.030000 sec): 3 clusters
  Score: Raw -390149.196939 + Penalty 2691.231100 = -387457.965840
  nChanged 3
		SP:Iteration 40F (142762.240000 sec): 3 clusters
  Score: Raw -390149.860577 + Penalty 2691.231100 = -387458.629478
  nChanged 2
		SP:Iteration 41Q (142762.450000 sec): 3 clusters
  Score: Raw -390150.697030 + Penalty 2691.231100 = -387459.465930
  nChanged 3
		SP:Iteration 42Q (142762.610000 sec): 3 clusters
  Score: Raw -390151.619572 + Penalty 2691.231100 = -387460.388472
  nChanged 1
		SP:Iteration 43Q (142762.810000 sec): 3 clusters
  Score: Raw -390151.834498 + Penalty 2691.231100 = -387460.603398
  nChanged 0
		SP:Iteration 44F (142763.010000 sec): 3 clusters
  Score: Raw -390151.834498 + Penalty 2691.231100 = -387460.603398
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142763.130000 sec): 2 clusters
  Score: Raw -782824.066079 + Penalty 1447.156743 = -781376.909336
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142763.370000 sec): 3 clusters
  Score: Raw -778808.839681 + Penalty 2894.313486 = -775914.526194
  nChanged 3054
		SP:Iteration 1F (142763.560000 sec): 3 clusters
  Score: Raw -780447.672585 + Penalty 2894.313486 = -777553.359099
  nChanged 498
		SP:Iteration 2F (142763.770000 sec): 3 clusters
  Score: Raw -780705.748840 + Penalty 2894.313486 = -777811.435354
  nChanged 415
		SP:Iteration 3F (142764.010000 sec): 3 clusters
  Score: Raw -780900.914891 + Penalty 2894.313486 = -778006.601404
  nChanged 335
		SP:Iteration 4Q (142764.220000 sec): 3 clusters
  Score: Raw -781049.709963 + Penalty 2894.313486 = -778155.396477
  nChanged 280
		SP:Iteration 5Q (142764.410000 sec): 3 clusters
  Score: Raw -781175.639648 + Penalty 2894.313486 = -778281.326161
  nChanged 259
		SP:Iteration 6Q (142764.640000 sec): 3 clusters
  Score: Raw -781297.287126 + Penalty 2894.313486 = -778402.973639
  nChanged 294
		SP:Iteration 7Q (142764.880000 sec): 3 clusters
  Score: Raw -781466.440605 + Penalty 2894.313486 = -778572.127118
  nChanged 312
		SP:Iteration 8Q (142765.060000 sec): 3 clusters
  Score: Raw -781657.157850 + Penalty 2894.313486 = -778762.844363
  nChanged 322
		SP:Iteration 9Q (142765.230000 sec): 3 clusters
  Score: Raw -781861.718227 + Penalty 2894.313486 = -778967.404741
  nChanged 298
		SP:Iteration 10Q (142765.410000 sec): 3 clusters
  Score: Raw -782058.892952 + Penalty 2894.313486 = -779164.579465
  nChanged 282
		SP:Iteration 11Q (142765.630000 sec): 3 clusters
  Score: Raw -782262.907434 + Penalty 2894.313486 = -779368.593947
  nChanged 246
		SP:Iteration 12Q (142765.840000 sec): 3 clusters
  Score: Raw -782462.891894 + Penalty 2894.313486 = -779568.578408
  nChanged 193
		SP:Iteration 13Q (142766.070000 sec): 3 clusters
  Score: Raw -782631.327521 + Penalty 2894.313486 = -779737.014035
  nChanged 134
		SP:Iteration 14Q (142766.280000 sec): 3 clusters
  Score: Raw -782750.838729 + Penalty 2894.313486 = -779856.525242
  nChanged 76
		SP:Iteration 15Q (142766.450000 sec): 3 clusters
  Score: Raw -782818.265389 + Penalty 2894.313486 = -779923.951903
  nChanged 58
		SP:Iteration 16Q (142766.650000 sec): 3 clusters
  Score: Raw -782874.711477 + Penalty 2894.313486 = -779980.397991
  nChanged 30
		SP:Iteration 17Q (142766.860000 sec): 3 clusters
  Score: Raw -782901.327445 + Penalty 2894.313486 = -780007.013959
  nChanged 27
		SP:Iteration 18Q (142767.010000 sec): 3 clusters
  Score: Raw -782936.188191 + Penalty 2894.313486 = -780041.874704
  nChanged 20
		SP:Iteration 19Q (142767.210000 sec): 3 clusters
  Score: Raw -782960.350681 + Penalty 2894.313486 = -780066.037194
  nChanged 13
		SP:Iteration 20F (142767.450000 sec): 3 clusters
  Score: Raw -782976.383330 + Penalty 2894.313486 = -780082.069844
  nChanged 14
		SP:Iteration 21Q (142767.630000 sec): 3 clusters
  Score: Raw -782991.163747 + Penalty 2894.313486 = -780096.850260
  nChanged 9
		SP:Iteration 22Q (142767.810000 sec): 3 clusters
  Score: Raw -782999.952353 + Penalty 2894.313486 = -780105.638867
  nChanged 3
		SP:Iteration 23Q (142768.030000 sec): 3 clusters
  Score: Raw -783003.300964 + Penalty 2894.313486 = -780108.987478
  nChanged 2
		SP:Iteration 24Q (142768.260000 sec): 3 clusters
  Score: Raw -783004.702576 + Penalty 2894.313486 = -780110.389090
  nChanged 1
		SP:Iteration 25Q (142768.450000 sec): 3 clusters
  Score: Raw -783005.555006 + Penalty 2894.313486 = -780111.241520
  nChanged 1
		SP:Iteration 26Q (142768.650000 sec): 3 clusters
  Score: Raw -783006.789964 + Penalty 2894.313486 = -780112.476478
  nChanged 2
		SP:Iteration 27Q (142768.840000 sec): 3 clusters
  Score: Raw -783007.544494 + Penalty 2894.313486 = -780113.231008
  nChanged 2
		SP:Iteration 28Q (142769.030000 sec): 3 clusters
  Score: Raw -783012.342748 + Penalty 2894.313486 = -780118.029262
  nChanged 4
		SP:Iteration 29Q (142769.220000 sec): 3 clusters
  Score: Raw -783017.469164 + Penalty 2894.313486 = -780123.155677
  nChanged 3
		SP:Iteration 30Q (142769.410000 sec): 3 clusters
  Score: Raw -783020.137583 + Penalty 2894.313486 = -780125.824097
  nChanged 2
		SP:Iteration 31Q (142769.620000 sec): 3 clusters
  Score: Raw -783021.307973 + Penalty 2894.313486 = -780126.994487
  nChanged 1
		SP:Iteration 32Q (142769.810000 sec): 3 clusters
  Score: Raw -783021.746257 + Penalty 2894.313486 = -780127.432771
  nChanged 0
		SP:Iteration 33F (142770.010000 sec): 3 clusters
  Score: Raw -783021.746257 + Penalty 2894.313486 = -780127.432771
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142770.090000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142770.290000 sec): 3 clusters
  Score: Raw -85754.028190 + Penalty 2192.965621 = -83561.062569
  nChanged 248
		SP:Iteration 1F (142770.430000 sec): 3 clusters
  Score: Raw -85999.487690 + Penalty 2192.965621 = -83806.522069
  nChanged 61
		SP:Iteration 2F (142770.620000 sec): 3 clusters
  Score: Raw -86087.222529 + Penalty 2192.965621 = -83894.256908
  nChanged 46
		SP:Iteration 3F (142770.790000 sec): 3 clusters
  Score: Raw -86142.596139 + Penalty 2192.965621 = -83949.630517
  nChanged 33
		SP:Iteration 4Q (142770.980000 sec): 3 clusters
  Score: Raw -86181.790015 + Penalty 2192.965621 = -83988.824394
  nChanged 19
		SP:Iteration 5Q (142771.130000 sec): 3 clusters
  Score: Raw -86211.314103 + Penalty 2192.965621 = -84018.348482
  nChanged 20
		SP:Iteration 6Q (142771.330000 sec): 3 clusters
  Score: Raw -86235.693022 + Penalty 2192.965621 = -84042.727400
  nChanged 12
		SP:Iteration 7Q (142771.500000 sec): 3 clusters
  Score: Raw -86252.763313 + Penalty 2192.965621 = -84059.797691
  nChanged 16
		SP:Iteration 8Q (142771.670000 sec): 3 clusters
  Score: Raw -86273.402346 + Penalty 2192.965621 = -84080.436724
  nChanged 10
		SP:Iteration 9Q (142771.830000 sec): 3 clusters
  Score: Raw -86290.122479 + Penalty 2192.965621 = -84097.156858
  nChanged 7
		SP:Iteration 10Q (142772.000000 sec): 3 clusters
  Score: Raw -86296.618764 + Penalty 2192.965621 = -84103.653143
  nChanged 7
		SP:Iteration 11Q (142772.160000 sec): 3 clusters
  Score: Raw -86303.829118 + Penalty 2192.965621 = -84110.863497
  nChanged 5
		SP:Iteration 12Q (142772.350000 sec): 3 clusters
  Score: Raw -86312.074792 + Penalty 2192.965621 = -84119.109170
  nChanged 6
		SP:Iteration 13Q (142772.500000 sec): 3 clusters
  Score: Raw -86320.285609 + Penalty 2192.965621 = -84127.319988
  nChanged 5
		SP:Iteration 14Q (142772.700000 sec): 3 clusters
  Score: Raw -86325.583786 + Penalty 2192.965621 = -84132.618165
  nChanged 4
		SP:Iteration 15Q (142772.850000 sec): 3 clusters
  Score: Raw -86330.118808 + Penalty 2192.965621 = -84137.153186
  nChanged 7
		SP:Iteration 16Q (142773.040000 sec): 3 clusters
  Score: Raw -86336.275630 + Penalty 2192.965621 = -84143.310009
  nChanged 4
		SP:Iteration 17Q (142773.210000 sec): 3 clusters
  Score: Raw -86344.036148 + Penalty 2192.965621 = -84151.070526
  nChanged 8
		SP:Iteration 18Q (142773.380000 sec): 3 clusters
  Score: Raw -86354.333363 + Penalty 2192.965621 = -84161.367742
  nChanged 5
		SP:Iteration 19Q (142773.590000 sec): 3 clusters
  Score: Raw -86359.815874 + Penalty 2192.965621 = -84166.850253
  nChanged 7
		SP:Iteration 20F (142773.780000 sec): 3 clusters
  Score: Raw -86373.616163 + Penalty 2192.965621 = -84180.650541
  nChanged 7
		SP:Iteration 21Q (142773.940000 sec): 3 clusters
  Score: Raw -86385.959637 + Penalty 2192.965621 = -84192.994016
  nChanged 5
		SP:Iteration 22Q (142774.090000 sec): 3 clusters
  Score: Raw -86398.722841 + Penalty 2192.965621 = -84205.757219
  nChanged 5
		SP:Iteration 23Q (142774.270000 sec): 3 clusters
  Score: Raw -86406.800842 + Penalty 2192.965621 = -84213.835220
  nChanged 2
		SP:Iteration 24Q (142774.460000 sec): 3 clusters
  Score: Raw -86408.090884 + Penalty 2192.965621 = -84215.125263
  nChanged 1
		SP:Iteration 25Q (142774.630000 sec): 3 clusters
  Score: Raw -86409.433985 + Penalty 2192.965621 = -84216.468364
  nChanged 0
		SP:Iteration 26F (142774.820000 sec): 3 clusters
  Score: Raw -86409.433985 + Penalty 2192.965621 = -84216.468364
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142774.960000 sec): 2 clusters
  Score: Raw -1647049.587182 + Penalty 1572.414793 = -1645477.172388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142775.220000 sec): 3 clusters
  Score: Raw -1637596.981511 + Penalty 3144.829587 = -1634452.151924
  nChanged 7116
		SP:Iteration 1F (142775.440000 sec): 3 clusters
  Score: Raw -1641667.709585 + Penalty 3144.829587 = -1638522.879998
  nChanged 1041
		SP:Iteration 2F (142775.660000 sec): 3 clusters
  Score: Raw -1642189.279322 + Penalty 3144.829587 = -1639044.449735
  nChanged 1056
		SP:Iteration 3F (142775.950000 sec): 3 clusters
  Score: Raw -1642856.543522 + Penalty 3144.829587 = -1639711.713935
  nChanged 1102
		SP:Iteration 4F (142776.180000 sec): 3 clusters
  Score: Raw -1643606.002623 + Penalty 3144.829587 = -1640461.173036
  nChanged 1057
		SP:Iteration 5F (142776.410000 sec): 3 clusters
  Score: Raw -1644363.669572 + Penalty 3144.829587 = -1641218.839985
  nChanged 946
		SP:Iteration 6F (142776.660000 sec): 3 clusters
  Score: Raw -1645002.553636 + Penalty 3144.829587 = -1641857.724049
  nChanged 776
		SP:Iteration 7Q (142776.870000 sec): 3 clusters
  Score: Raw -1645583.205235 + Penalty 3144.829587 = -1642438.375649
  nChanged 665
		SP:Iteration 8Q (142777.120000 sec): 3 clusters
  Score: Raw -1646054.955637 + Penalty 3144.829587 = -1642910.126050
  nChanged 522
		SP:Iteration 9Q (142777.360000 sec): 3 clusters
  Score: Raw -1646361.648917 + Penalty 3144.829587 = -1643216.819330
  nChanged 392
		SP:Iteration 10Q (142777.630000 sec): 3 clusters
  Score: Raw -1646549.303795 + Penalty 3144.829587 = -1643404.474208
  nChanged 277
		SP:Iteration 11Q (142777.820000 sec): 3 clusters
  Score: Raw -1646663.753015 + Penalty 3144.829587 = -1643518.923428
  nChanged 223
		SP:Iteration 12Q (142778.040000 sec): 3 clusters
  Score: Raw -1646742.533180 + Penalty 3144.829587 = -1643597.703593
  nChanged 182
		SP:Iteration 13Q (142778.270000 sec): 3 clusters
  Score: Raw -1646798.242019 + Penalty 3144.829587 = -1643653.412432
  nChanged 144
		SP:Iteration 14Q (142778.510000 sec): 3 clusters
  Score: Raw -1646832.154157 + Penalty 3144.829587 = -1643687.324570
  nChanged 92
		SP:Iteration 15Q (142778.760000 sec): 3 clusters
  Score: Raw -1646853.398116 + Penalty 3144.829587 = -1643708.568529
  nChanged 89
		SP:Iteration 16Q (142779.040000 sec): 3 clusters
  Score: Raw -1646870.231579 + Penalty 3144.829587 = -1643725.401992
  nChanged 77
		SP:Iteration 17Q (142779.290000 sec): 3 clusters
  Score: Raw -1646884.529613 + Penalty 3144.829587 = -1643739.700026
  nChanged 72
		SP:Iteration 18Q (142779.520000 sec): 3 clusters
  Score: Raw -1646897.594847 + Penalty 3144.829587 = -1643752.765260
  nChanged 56
		SP:Iteration 19Q (142779.760000 sec): 3 clusters
  Score: Raw -1646907.074767 + Penalty 3144.829587 = -1643762.245180
  nChanged 61
		SP:Iteration 20F (142780.000000 sec): 3 clusters
  Score: Raw -1646917.575361 + Penalty 3144.829587 = -1643772.745774
  nChanged 69
		SP:Iteration 21Q (142780.230000 sec): 3 clusters
  Score: Raw -1646927.801773 + Penalty 3144.829587 = -1643782.972186
  nChanged 55
		SP:Iteration 22Q (142780.490000 sec): 3 clusters
  Score: Raw -1646936.866973 + Penalty 3144.829587 = -1643792.037386
  nChanged 53
		SP:Iteration 23Q (142780.720000 sec): 3 clusters
  Score: Raw -1646945.359228 + Penalty 3144.829587 = -1643800.529641
  nChanged 52
		SP:Iteration 24Q (142780.940000 sec): 3 clusters
  Score: Raw -1646953.514083 + Penalty 3144.829587 = -1643808.684496
  nChanged 51
		SP:Iteration 25Q (142781.170000 sec): 3 clusters
  Score: Raw -1646961.351588 + Penalty 3144.829587 = -1643816.522001
  nChanged 47
		SP:Iteration 26Q (142781.400000 sec): 3 clusters
  Score: Raw -1646969.144267 + Penalty 3144.829587 = -1643824.314680
  nChanged 50
		SP:Iteration 27Q (142781.670000 sec): 3 clusters
  Score: Raw -1646975.887607 + Penalty 3144.829587 = -1643831.058021
  nChanged 36
		SP:Iteration 28Q (142781.940000 sec): 3 clusters
  Score: Raw -1646979.682668 + Penalty 3144.829587 = -1643834.853081
  nChanged 30
		SP:Iteration 29Q (142782.130000 sec): 3 clusters
  Score: Raw -1646983.751014 + Penalty 3144.829587 = -1643838.921428
  nChanged 36
		SP:Iteration 30Q (142782.380000 sec): 3 clusters
  Score: Raw -1646988.841789 + Penalty 3144.829587 = -1643844.012202
  nChanged 35
		SP:Iteration 31Q (142782.610000 sec): 3 clusters
  Score: Raw -1646992.770532 + Penalty 3144.829587 = -1643847.940945
  nChanged 27
		SP:Iteration 32Q (142782.840000 sec): 3 clusters
  Score: Raw -1646995.322938 + Penalty 3144.829587 = -1643850.493352
  nChanged 22
		SP:Iteration 33Q (142783.030000 sec): 3 clusters
  Score: Raw -1646997.020956 + Penalty 3144.829587 = -1643852.191369
  nChanged 15
		SP:Iteration 34Q (142783.240000 sec): 3 clusters
  Score: Raw -1646998.599364 + Penalty 3144.829587 = -1643853.769777
  nChanged 18
		SP:Iteration 35Q (142783.460000 sec): 3 clusters
  Score: Raw -1647000.773065 + Penalty 3144.829587 = -1643855.943478
  nChanged 20
		SP:Iteration 36Q (142783.670000 sec): 3 clusters
  Score: Raw -1647002.926620 + Penalty 3144.829587 = -1643858.097033
  nChanged 15
		SP:Iteration 37Q (142783.890000 sec): 3 clusters
  Score: Raw -1647004.559298 + Penalty 3144.829587 = -1643859.729711
  nChanged 13
		SP:Iteration 38Q (142784.150000 sec): 3 clusters
  Score: Raw -1647006.557528 + Penalty 3144.829587 = -1643861.727941
  nChanged 12
		SP:Iteration 39Q (142784.340000 sec): 3 clusters
  Score: Raw -1647007.606193 + Penalty 3144.829587 = -1643862.776606
  nChanged 11
		SP:Iteration 40F (142784.590000 sec): 3 clusters
  Score: Raw -1647008.488970 + Penalty 3144.829587 = -1643863.659383
  nChanged 7
		SP:Iteration 41Q (142784.790000 sec): 3 clusters
  Score: Raw -1647009.052742 + Penalty 3144.829587 = -1643864.223156
  nChanged 6
		SP:Iteration 42Q (142785.040000 sec): 3 clusters
  Score: Raw -1647009.503820 + Penalty 3144.829587 = -1643864.674233
  nChanged 6
		SP:Iteration 43Q (142785.290000 sec): 3 clusters
  Score: Raw -1647009.857848 + Penalty 3144.829587 = -1643865.028261
  nChanged 6
		SP:Iteration 44Q (142785.500000 sec): 3 clusters
  Score: Raw -1647010.365845 + Penalty 3144.829587 = -1643865.536258
  nChanged 7
		SP:Iteration 45Q (142785.760000 sec): 3 clusters
  Score: Raw -1647011.308212 + Penalty 3144.829587 = -1643866.478625
  nChanged 16
		SP:Iteration 46Q (142785.990000 sec): 3 clusters
  Score: Raw -1647012.879089 + Penalty 3144.829587 = -1643868.049502
  nChanged 20
		SP:Iteration 47Q (142786.180000 sec): 3 clusters
  Score: Raw -1647014.945410 + Penalty 3144.829587 = -1643870.115823
  nChanged 16
		SP:Iteration 48Q (142786.420000 sec): 3 clusters
  Score: Raw -1647016.707912 + Penalty 3144.829587 = -1643871.878325
  nChanged 15
		SP:Iteration 49Q (142786.660000 sec): 3 clusters
  Score: Raw -1647018.046374 + Penalty 3144.829587 = -1643873.216788
  nChanged 10
		SP:Iteration 50Q (142786.880000 sec): 3 clusters
  Score: Raw -1647018.835810 + Penalty 3144.829587 = -1643874.006223
  nChanged 10
		SP:Iteration 51Q (142787.150000 sec): 3 clusters
  Score: Raw -1647019.476528 + Penalty 3144.829587 = -1643874.646941
  nChanged 9
		SP:Iteration 52Q (142787.390000 sec): 3 clusters
  Score: Raw -1647019.983052 + Penalty 3144.829587 = -1643875.153465
  nChanged 8
		SP:Iteration 53Q (142787.640000 sec): 3 clusters
  Score: Raw -1647020.391171 + Penalty 3144.829587 = -1643875.561584
  nChanged 7
		SP:Iteration 54Q (142787.840000 sec): 3 clusters
  Score: Raw -1647021.053542 + Penalty 3144.829587 = -1643876.223955
  nChanged 8
		SP:Iteration 55Q (142788.100000 sec): 3 clusters
  Score: Raw -1647021.700502 + Penalty 3144.829587 = -1643876.870915
  nChanged 7
		SP:Iteration 56Q (142788.370000 sec): 3 clusters
  Score: Raw -1647022.219033 + Penalty 3144.829587 = -1643877.389446
  nChanged 6
		SP:Iteration 57Q (142788.660000 sec): 3 clusters
  Score: Raw -1647022.858308 + Penalty 3144.829587 = -1643878.028721
  nChanged 13
		SP:Iteration 58Q (142788.890000 sec): 3 clusters
  Score: Raw -1647024.134771 + Penalty 3144.829587 = -1643879.305185
  nChanged 12
		SP:Iteration 59Q (142789.170000 sec): 3 clusters
  Score: Raw -1647025.441689 + Penalty 3144.829587 = -1643880.612102
  nChanged 17
		SP:Iteration 60F (142789.430000 sec): 3 clusters
  Score: Raw -1647026.620591 + Penalty 3144.829587 = -1643881.791004
  nChanged 10
		SP:Iteration 61Q (142789.700000 sec): 3 clusters
  Score: Raw -1647027.371169 + Penalty 3144.829587 = -1643882.541582
  nChanged 8
		SP:Iteration 62Q (142789.990000 sec): 3 clusters
  Score: Raw -1647028.318208 + Penalty 3144.829587 = -1643883.488621
  nChanged 8
		SP:Iteration 63Q (142790.240000 sec): 3 clusters
  Score: Raw -1647029.144958 + Penalty 3144.829587 = -1643884.315371
  nChanged 11
		SP:Iteration 64Q (142790.510000 sec): 3 clusters
  Score: Raw -1647030.175591 + Penalty 3144.829587 = -1643885.346004
  nChanged 11
		SP:Iteration 65Q (142790.720000 sec): 3 clusters
  Score: Raw -1647031.226894 + Penalty 3144.829587 = -1643886.397307
  nChanged 9
		SP:Iteration 66Q (142790.980000 sec): 3 clusters
  Score: Raw -1647032.099125 + Penalty 3144.829587 = -1643887.269538
  nChanged 10
		SP:Iteration 67Q (142791.190000 sec): 3 clusters
  Score: Raw -1647033.238129 + Penalty 3144.829587 = -1643888.408542
  nChanged 15
		SP:Iteration 68Q (142791.480000 sec): 3 clusters
  Score: Raw -1647034.656143 + Penalty 3144.829587 = -1643889.826557
  nChanged 11
		SP:Iteration 69Q (142791.740000 sec): 3 clusters
  Score: Raw -1647036.250221 + Penalty 3144.829587 = -1643891.420634
  nChanged 17
		SP:Iteration 70Q (142792.000000 sec): 3 clusters
  Score: Raw -1647038.397161 + Penalty 3144.829587 = -1643893.567574
  nChanged 19
		SP:Iteration 71Q (142792.230000 sec): 3 clusters
  Score: Raw -1647040.073511 + Penalty 3144.829587 = -1643895.243924
  nChanged 14
		SP:Iteration 72Q (142792.480000 sec): 3 clusters
  Score: Raw -1647041.367651 + Penalty 3144.829587 = -1643896.538064
  nChanged 17
		SP:Iteration 73Q (142792.750000 sec): 3 clusters
  Score: Raw -1647043.398448 + Penalty 3144.829587 = -1643898.568861
  nChanged 15
		SP:Iteration 74Q (142792.990000 sec): 3 clusters
  Score: Raw -1647045.328872 + Penalty 3144.829587 = -1643900.499285
  nChanged 13
		SP:Iteration 75Q (142793.250000 sec): 3 clusters
  Score: Raw -1647046.570082 + Penalty 3144.829587 = -1643901.740495
  nChanged 7
		SP:Iteration 76Q (142793.530000 sec): 3 clusters
  Score: Raw -1647047.099181 + Penalty 3144.829587 = -1643902.269594
  nChanged 5
		SP:Iteration 77Q (142793.760000 sec): 3 clusters
  Score: Raw -1647047.388369 + Penalty 3144.829587 = -1643902.558782
  nChanged 1
		SP:Iteration 78Q (142794.040000 sec): 3 clusters
  Score: Raw -1647047.505437 + Penalty 3144.829587 = -1643902.675850
  nChanged 4
		SP:Iteration 79Q (142794.230000 sec): 3 clusters
  Score: Raw -1647047.774476 + Penalty 3144.829587 = -1643902.944889
  nChanged 1
		SP:Iteration 80F (142794.470000 sec): 3 clusters
  Score: Raw -1647047.822297 + Penalty 3144.829587 = -1643902.992710
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142794.590000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142794.760000 sec): 3 clusters
  Score: Raw -46930.134043 + Penalty 1975.978288 = -44954.155754
  nChanged 86
		SP:Iteration 1F (142794.990000 sec): 3 clusters
  Score: Raw -47039.763637 + Penalty 1975.978288 = -45063.785348
  nChanged 19
		SP:Iteration 2Q (142795.160000 sec): 3 clusters
  Score: Raw -47073.116623 + Penalty 1975.978288 = -45097.138335
  nChanged 14
		SP:Iteration 3Q (142795.380000 sec): 3 clusters
  Score: Raw -47099.804148 + Penalty 1975.978288 = -45123.825860
  nChanged 8
		SP:Iteration 4Q (142795.540000 sec): 3 clusters
  Score: Raw -47118.521052 + Penalty 1975.978288 = -45142.542764
  nChanged 5
		SP:Iteration 5Q (142795.750000 sec): 3 clusters
  Score: Raw -47128.112846 + Penalty 1975.978288 = -45152.134558
  nChanged 5
		SP:Iteration 6Q (142795.940000 sec): 3 clusters
  Score: Raw -47139.214009 + Penalty 1975.978288 = -45163.235720
  nChanged 4
		SP:Iteration 7Q (142796.110000 sec): 3 clusters
  Score: Raw -47145.070790 + Penalty 1975.978288 = -45169.092502
  nChanged 1
		SP:Iteration 8Q (142796.280000 sec): 3 clusters
  Score: Raw -47146.262643 + Penalty 1975.978288 = -45170.284355
  nChanged 0
		SP:Iteration 9F (142796.480000 sec): 3 clusters
  Score: Raw -47146.262643 + Penalty 1975.978288 = -45170.284355
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142796.610000 sec): 2 clusters
  Score: Raw -471823.169628 + Penalty 1388.594576 = -470434.575052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142796.800000 sec): 3 clusters
  Score: Raw -469160.816091 + Penalty 2777.189151 = -466383.626940
  nChanged 2075
		SP:Iteration 1F (142797.000000 sec): 3 clusters
  Score: Raw -470398.072885 + Penalty 2777.189151 = -467620.883734
  nChanged 442
		SP:Iteration 2F (142797.210000 sec): 3 clusters
  Score: Raw -470698.988958 + Penalty 2777.189151 = -467921.799807
  nChanged 324
		SP:Iteration 3F (142797.450000 sec): 3 clusters
  Score: Raw -470947.223031 + Penalty 2777.189151 = -468170.033880
  nChanged 272
		SP:Iteration 4F (142797.690000 sec): 3 clusters
  Score: Raw -471136.739389 + Penalty 2777.189151 = -468359.550238
  nChanged 219
		SP:Iteration 5Q (142797.910000 sec): 3 clusters
  Score: Raw -471266.842118 + Penalty 2777.189151 = -468489.652967
  nChanged 169
		SP:Iteration 6Q (142798.130000 sec): 3 clusters
  Score: Raw -471360.507943 + Penalty 2777.189151 = -468583.318792
  nChanged 159
		SP:Iteration 7Q (142798.310000 sec): 3 clusters
  Score: Raw -471461.117606 + Penalty 2777.189151 = -468683.928455
  nChanged 173
		SP:Iteration 8Q (142798.550000 sec): 3 clusters
  Score: Raw -471580.575048 + Penalty 2777.189151 = -468803.385897
  nChanged 143
		SP:Iteration 9Q (142798.750000 sec): 3 clusters
  Score: Raw -471662.915588 + Penalty 2777.189151 = -468885.726437
  nChanged 126
		SP:Iteration 10Q (142799.010000 sec): 3 clusters
  Score: Raw -471735.654400 + Penalty 2777.189151 = -468958.465249
  nChanged 122
		SP:Iteration 11Q (142799.240000 sec): 3 clusters
  Score: Raw -471804.983702 + Penalty 2777.189151 = -469027.794551
  nChanged 114
		SP:Iteration 12Q (142799.450000 sec): 3 clusters
  Score: Raw -471870.495253 + Penalty 2777.189151 = -469093.306102
  nChanged 106
		SP:Iteration 13Q (142799.640000 sec): 3 clusters
  Score: Raw -471922.462061 + Penalty 2777.189151 = -469145.272910
  nChanged 86
		SP:Iteration 14Q (142799.870000 sec): 3 clusters
  Score: Raw -471961.840132 + Penalty 2777.189151 = -469184.650981
  nChanged 60
		SP:Iteration 15Q (142800.050000 sec): 3 clusters
  Score: Raw -471984.016381 + Penalty 2777.189151 = -469206.827230
  nChanged 44
		SP:Iteration 16Q (142800.290000 sec): 3 clusters
  Score: Raw -472003.327536 + Penalty 2777.189151 = -469226.138385
  nChanged 46
		SP:Iteration 17Q (142800.460000 sec): 3 clusters
  Score: Raw -472021.959494 + Penalty 2777.189151 = -469244.770343
  nChanged 52
		SP:Iteration 18Q (142800.720000 sec): 3 clusters
  Score: Raw -472041.571756 + Penalty 2777.189151 = -469264.382605
  nChanged 42
		SP:Iteration 19Q (142800.940000 sec): 3 clusters
  Score: Raw -472055.319505 + Penalty 2777.189151 = -469278.130354
  nChanged 36
		SP:Iteration 20F (142801.130000 sec): 3 clusters
  Score: Raw -472069.493109 + Penalty 2777.189151 = -469292.303958
  nChanged 36
		SP:Iteration 21Q (142801.370000 sec): 3 clusters
  Score: Raw -472081.609372 + Penalty 2777.189151 = -469304.420221
  nChanged 30
		SP:Iteration 22Q (142801.600000 sec): 3 clusters
  Score: Raw -472090.402841 + Penalty 2777.189151 = -469313.213690
  nChanged 18
		SP:Iteration 23Q (142801.810000 sec): 3 clusters
  Score: Raw -472095.628388 + Penalty 2777.189151 = -469318.439237
  nChanged 21
		SP:Iteration 24Q (142801.980000 sec): 3 clusters
  Score: Raw -472102.999270 + Penalty 2777.189151 = -469325.810118
  nChanged 21
		SP:Iteration 25Q (142802.250000 sec): 3 clusters
  Score: Raw -472108.762551 + Penalty 2777.189151 = -469331.573400
  nChanged 16
		SP:Iteration 26Q (142802.390000 sec): 3 clusters
  Score: Raw -472113.236256 + Penalty 2777.189151 = -469336.047105
  nChanged 15
		SP:Iteration 27Q (142802.620000 sec): 3 clusters
  Score: Raw -472118.385683 + Penalty 2777.189151 = -469341.196532
  nChanged 18
		SP:Iteration 28Q (142802.830000 sec): 3 clusters
  Score: Raw -472122.544042 + Penalty 2777.189151 = -469345.354891
  nChanged 20
		SP:Iteration 29Q (142803.070000 sec): 3 clusters
  Score: Raw -472126.685790 + Penalty 2777.189151 = -469349.496639
  nChanged 13
		SP:Iteration 30Q (142803.280000 sec): 3 clusters
  Score: Raw -472129.121377 + Penalty 2777.189151 = -469351.932226
  nChanged 15
		SP:Iteration 31Q (142803.500000 sec): 3 clusters
  Score: Raw -472132.107936 + Penalty 2777.189151 = -469354.918785
  nChanged 11
		SP:Iteration 32Q (142803.700000 sec): 3 clusters
  Score: Raw -472135.928430 + Penalty 2777.189151 = -469358.739279
  nChanged 12
		SP:Iteration 33Q (142803.960000 sec): 3 clusters
  Score: Raw -472138.955658 + Penalty 2777.189151 = -469361.766507
  nChanged 11
		SP:Iteration 34Q (142804.150000 sec): 3 clusters
  Score: Raw -472142.508414 + Penalty 2777.189151 = -469365.319263
  nChanged 12
		SP:Iteration 35Q (142804.310000 sec): 3 clusters
  Score: Raw -472144.367098 + Penalty 2777.189151 = -469367.177947
  nChanged 6
		SP:Iteration 36Q (142804.560000 sec): 3 clusters
  Score: Raw -472145.722139 + Penalty 2777.189151 = -469368.532988
  nChanged 9
		SP:Iteration 37Q (142804.720000 sec): 3 clusters
  Score: Raw -472148.602821 + Penalty 2777.189151 = -469371.413670
  nChanged 14
		SP:Iteration 38Q (142804.960000 sec): 3 clusters
  Score: Raw -472152.064418 + Penalty 2777.189151 = -469374.875267
  nChanged 14
		SP:Iteration 39Q (142805.150000 sec): 3 clusters
  Score: Raw -472155.791789 + Penalty 2777.189151 = -469378.602638
  nChanged 12
		SP:Iteration 40F (142805.370000 sec): 3 clusters
  Score: Raw -472158.627740 + Penalty 2777.189151 = -469381.438589
  nChanged 7
		SP:Iteration 41Q (142805.640000 sec): 3 clusters
  Score: Raw -472159.659773 + Penalty 2777.189151 = -469382.470622
  nChanged 4
		SP:Iteration 42Q (142805.860000 sec): 3 clusters
  Score: Raw -472160.129637 + Penalty 2777.189151 = -469382.940486
  nChanged 3
		SP:Iteration 43Q (142806.090000 sec): 3 clusters
  Score: Raw -472160.401783 + Penalty 2777.189151 = -469383.212632
  nChanged 4
		SP:Iteration 44Q (142806.220000 sec): 3 clusters
  Score: Raw -472161.201745 + Penalty 2777.189151 = -469384.012594
  nChanged 4
		SP:Iteration 45Q (142806.440000 sec): 3 clusters
  Score: Raw -472161.849706 + Penalty 2777.189151 = -469384.660555
  nChanged 2
		SP:Iteration 46Q (142806.650000 sec): 3 clusters
  Score: Raw -472162.106324 + Penalty 2777.189151 = -469384.917172
  nChanged 1
		SP:Iteration 47Q (142806.910000 sec): 3 clusters
  Score: Raw -472162.233673 + Penalty 2777.189151 = -469385.044522
  nChanged 1
		SP:Iteration 48Q (142807.150000 sec): 3 clusters
  Score: Raw -472162.372783 + Penalty 2777.189151 = -469385.183632
  nChanged 1
		SP:Iteration 49Q (142807.360000 sec): 3 clusters
  Score: Raw -472162.496205 + Penalty 2777.189151 = -469385.307054
  nChanged 1
		SP:Iteration 50Q (142807.540000 sec): 3 clusters
  Score: Raw -472162.605337 + Penalty 2777.189151 = -469385.416186
  nChanged 1
		SP:Iteration 51Q (142807.760000 sec): 3 clusters
  Score: Raw -472162.653688 + Penalty 2777.189151 = -469385.464537
  nChanged 0
		SP:Iteration 52F (142807.980000 sec): 3 clusters
  Score: Raw -472162.653688 + Penalty 2777.189151 = -469385.464537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142808.140000 sec): 2 clusters
  Score: Raw -629863.749560 + Penalty 1416.383795 = -628447.365764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142808.300000 sec): 3 clusters
  Score: Raw -626587.729676 + Penalty 2832.767591 = -623754.962086
  nChanged 2522
		SP:Iteration 1F (142808.510000 sec): 3 clusters
  Score: Raw -628069.009954 + Penalty 2832.767591 = -625236.242363
  nChanged 466
		SP:Iteration 2F (142808.700000 sec): 3 clusters
  Score: Raw -628346.572620 + Penalty 2832.767591 = -625513.805029
  nChanged 407
		SP:Iteration 3F (142808.910000 sec): 3 clusters
  Score: Raw -628637.269979 + Penalty 2832.767591 = -625804.502388
  nChanged 397
		SP:Iteration 4F (142809.110000 sec): 3 clusters
  Score: Raw -628932.842987 + Penalty 2832.767591 = -626100.075396
  nChanged 375
		SP:Iteration 5F (142809.290000 sec): 3 clusters
  Score: Raw -629219.011520 + Penalty 2832.767591 = -626386.243929
  nChanged 347
		SP:Iteration 6F (142809.460000 sec): 3 clusters
  Score: Raw -629447.513127 + Penalty 2832.767591 = -626614.745536
  nChanged 240
		SP:Iteration 7Q (142809.650000 sec): 3 clusters
  Score: Raw -629590.278745 + Penalty 2832.767591 = -626757.511154
  nChanged 197
		SP:Iteration 8Q (142809.880000 sec): 3 clusters
  Score: Raw -629690.596752 + Penalty 2832.767591 = -626857.829161
  nChanged 161
		SP:Iteration 9Q (142810.070000 sec): 3 clusters
  Score: Raw -629760.568934 + Penalty 2832.767591 = -626927.801343
  nChanged 127
		SP:Iteration 10Q (142810.300000 sec): 3 clusters
  Score: Raw -629808.349951 + Penalty 2832.767591 = -626975.582360
  nChanged 109
		SP:Iteration 11Q (142810.500000 sec): 3 clusters
  Score: Raw -629844.684318 + Penalty 2832.767591 = -627011.916728
  nChanged 82
		SP:Iteration 12Q (142810.700000 sec): 3 clusters
  Score: Raw -629868.424678 + Penalty 2832.767591 = -627035.657088
  nChanged 53
		SP:Iteration 13Q (142810.910000 sec): 3 clusters
  Score: Raw -629881.001161 + Penalty 2832.767591 = -627048.233570
  nChanged 36
		SP:Iteration 14Q (142811.100000 sec): 3 clusters
  Score: Raw -629889.348742 + Penalty 2832.767591 = -627056.581151
  nChanged 30
		SP:Iteration 15Q (142811.330000 sec): 3 clusters
  Score: Raw -629896.228223 + Penalty 2832.767591 = -627063.460633
  nChanged 28
		SP:Iteration 16Q (142811.530000 sec): 3 clusters
  Score: Raw -629902.546246 + Penalty 2832.767591 = -627069.778655
  nChanged 29
		SP:Iteration 17Q (142811.760000 sec): 3 clusters
  Score: Raw -629909.303182 + Penalty 2832.767591 = -627076.535592
  nChanged 23
		SP:Iteration 18Q (142811.980000 sec): 3 clusters
  Score: Raw -629915.167418 + Penalty 2832.767591 = -627082.399828
  nChanged 19
		SP:Iteration 19Q (142812.180000 sec): 3 clusters
  Score: Raw -629919.718446 + Penalty 2832.767591 = -627086.950855
  nChanged 20
		SP:Iteration 20F (142812.380000 sec): 3 clusters
  Score: Raw -629923.371038 + Penalty 2832.767591 = -627090.603448
  nChanged 12
		SP:Iteration 21Q (142812.600000 sec): 3 clusters
  Score: Raw -629924.936757 + Penalty 2832.767591 = -627092.169167
  nChanged 12
		SP:Iteration 22Q (142812.750000 sec): 3 clusters
  Score: Raw -629926.946693 + Penalty 2832.767591 = -627094.179102
  nChanged 12
		SP:Iteration 23Q (142813.010000 sec): 3 clusters
  Score: Raw -629929.068179 + Penalty 2832.767591 = -627096.300588
  nChanged 13
		SP:Iteration 24Q (142813.230000 sec): 3 clusters
  Score: Raw -629932.451052 + Penalty 2832.767591 = -627099.683462
  nChanged 18
		SP:Iteration 25Q (142813.400000 sec): 3 clusters
  Score: Raw -629935.674571 + Penalty 2832.767591 = -627102.906980
  nChanged 14
		SP:Iteration 26Q (142813.660000 sec): 3 clusters
  Score: Raw -629938.176666 + Penalty 2832.767591 = -627105.409076
  nChanged 11
		SP:Iteration 27Q (142813.840000 sec): 3 clusters
  Score: Raw -629940.790777 + Penalty 2832.767591 = -627108.023186
  nChanged 19
		SP:Iteration 28Q (142814.080000 sec): 3 clusters
  Score: Raw -629944.855007 + Penalty 2832.767591 = -627112.087416
  nChanged 14
		SP:Iteration 29Q (142814.260000 sec): 3 clusters
  Score: Raw -629948.982098 + Penalty 2832.767591 = -627116.214507
  nChanged 18
		SP:Iteration 30Q (142814.480000 sec): 3 clusters
  Score: Raw -629952.697187 + Penalty 2832.767591 = -627119.929596
  nChanged 16
		SP:Iteration 31Q (142814.680000 sec): 3 clusters
  Score: Raw -629955.627174 + Penalty 2832.767591 = -627122.859583
  nChanged 23
		SP:Iteration 32Q (142814.880000 sec): 3 clusters
  Score: Raw -629960.454433 + Penalty 2832.767591 = -627127.686843
  nChanged 14
		SP:Iteration 33Q (142815.140000 sec): 3 clusters
  Score: Raw -629962.521178 + Penalty 2832.767591 = -627129.753587
  nChanged 10
		SP:Iteration 34Q (142815.330000 sec): 3 clusters
  Score: Raw -629964.383857 + Penalty 2832.767591 = -627131.616266
  nChanged 11
		SP:Iteration 35Q (142815.560000 sec): 3 clusters
  Score: Raw -629965.888303 + Penalty 2832.767591 = -627133.120713
  nChanged 9
		SP:Iteration 36Q (142815.750000 sec): 3 clusters
  Score: Raw -629967.482108 + Penalty 2832.767591 = -627134.714517
  nChanged 8
		SP:Iteration 37Q (142815.950000 sec): 3 clusters
  Score: Raw -629968.671472 + Penalty 2832.767591 = -627135.903881
  nChanged 7
		SP:Iteration 38Q (142816.180000 sec): 3 clusters
  Score: Raw -629969.947395 + Penalty 2832.767591 = -627137.179804
  nChanged 6
		SP:Iteration 39Q (142816.370000 sec): 3 clusters
  Score: Raw -629970.592308 + Penalty 2832.767591 = -627137.824717
  nChanged 1
		SP:Iteration 40F (142816.600000 sec): 3 clusters
  Score: Raw -629970.878150 + Penalty 2832.767591 = -627138.110560
  nChanged 3
		SP:Iteration 41Q (142816.820000 sec): 3 clusters
  Score: Raw -629971.248199 + Penalty 2832.767591 = -627138.480608
  nChanged 3
		SP:Iteration 42Q (142817.040000 sec): 3 clusters
  Score: Raw -629971.702083 + Penalty 2832.767591 = -627138.934492
  nChanged 1
		SP:Iteration 43Q (142817.240000 sec): 3 clusters
  Score: Raw -629971.796613 + Penalty 2832.767591 = -627139.029022
  nChanged 0
		SP:Iteration 44F (142817.420000 sec): 3 clusters
  Score: Raw -629971.796613 + Penalty 2832.767591 = -627139.029022
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142817.530000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142817.700000 sec): 3 clusters
  Score: Raw -49436.562562 + Penalty 2003.077311 = -47433.485251
  nChanged 106
		SP:Iteration 1F (142817.940000 sec): 3 clusters
  Score: Raw -49576.735328 + Penalty 2003.077311 = -47573.658017
  nChanged 34
		SP:Iteration 2F (142818.120000 sec): 3 clusters
  Score: Raw -49631.804445 + Penalty 2003.077311 = -47628.727134
  nChanged 15
		SP:Iteration 3Q (142818.290000 sec): 3 clusters
  Score: Raw -49665.684812 + Penalty 2003.077311 = -47662.607501
  nChanged 9
		SP:Iteration 4Q (142818.480000 sec): 3 clusters
  Score: Raw -49687.902939 + Penalty 2003.077311 = -47684.825628
  nChanged 6
		SP:Iteration 5Q (142818.650000 sec): 3 clusters
  Score: Raw -49698.681007 + Penalty 2003.077311 = -47695.603696
  nChanged 5
		SP:Iteration 6Q (142818.860000 sec): 3 clusters
  Score: Raw -49708.733718 + Penalty 2003.077311 = -47705.656407
  nChanged 1
		SP:Iteration 7Q (142819.030000 sec): 3 clusters
  Score: Raw -49710.315819 + Penalty 2003.077311 = -47707.238508
  nChanged 2
		SP:Iteration 8Q (142819.220000 sec): 3 clusters
  Score: Raw -49712.516430 + Penalty 2003.077311 = -47709.439119
  nChanged 0
		SP:Iteration 9F (142819.410000 sec): 3 clusters
  Score: Raw -49712.516430 + Penalty 2003.077311 = -47709.439119
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142819.550000 sec): 2 clusters
  Score: Raw -439948.877831 + Penalty 1360.589883 = -438588.287947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142819.770000 sec): 3 clusters
  Score: Raw -437682.494853 + Penalty 2721.179767 = -434961.315086
  nChanged 1707
		SP:Iteration 1F (142819.950000 sec): 3 clusters
  Score: Raw -438670.449804 + Penalty 2721.179767 = -435949.270037
  nChanged 344
		SP:Iteration 2F (142820.140000 sec): 3 clusters
  Score: Raw -438871.770199 + Penalty 2721.179767 = -436150.590433
  nChanged 232
		SP:Iteration 3F (142820.340000 sec): 3 clusters
  Score: Raw -439011.619240 + Penalty 2721.179767 = -436290.439474
  nChanged 203
		SP:Iteration 4Q (142820.500000 sec): 3 clusters
  Score: Raw -439121.071158 + Penalty 2721.179767 = -436399.891391
  nChanged 165
		SP:Iteration 5Q (142820.710000 sec): 3 clusters
  Score: Raw -439204.787475 + Penalty 2721.179767 = -436483.607708
  nChanged 156
		SP:Iteration 6Q (142820.860000 sec): 3 clusters
  Score: Raw -439293.046381 + Penalty 2721.179767 = -436571.866615
  nChanged 142
		SP:Iteration 7Q (142821.070000 sec): 3 clusters
  Score: Raw -439370.025193 + Penalty 2721.179767 = -436648.845426
  nChanged 138
		SP:Iteration 8Q (142821.270000 sec): 3 clusters
  Score: Raw -439455.995697 + Penalty 2721.179767 = -436734.815930
  nChanged 157
		SP:Iteration 9Q (142821.460000 sec): 3 clusters
  Score: Raw -439547.817011 + Penalty 2721.179767 = -436826.637244
  nChanged 125
		SP:Iteration 10Q (142821.700000 sec): 3 clusters
  Score: Raw -439621.394890 + Penalty 2721.179767 = -436900.215124
  nChanged 144
		SP:Iteration 11Q (142821.910000 sec): 3 clusters
  Score: Raw -439707.608720 + Penalty 2721.179767 = -436986.428953
  nChanged 134
		SP:Iteration 12Q (142822.110000 sec): 3 clusters
  Score: Raw -439802.799434 + Penalty 2721.179767 = -437081.619668
  nChanged 123
		SP:Iteration 13Q (142822.280000 sec): 3 clusters
  Score: Raw -439888.525553 + Penalty 2721.179767 = -437167.345787
  nChanged 114
		SP:Iteration 14Q (142822.480000 sec): 3 clusters
  Score: Raw -439965.744947 + Penalty 2721.179767 = -437244.565181
  nChanged 101
		SP:Iteration 15Q (142822.700000 sec): 3 clusters
  Score: Raw -440042.654734 + Penalty 2721.179767 = -437321.474967
  nChanged 88
		SP:Iteration 16Q (142822.900000 sec): 3 clusters
  Score: Raw -440095.526565 + Penalty 2721.179767 = -437374.346798
  nChanged 67
		SP:Iteration 17Q (142823.140000 sec): 3 clusters
  Score: Raw -440146.281781 + Penalty 2721.179767 = -437425.102014
  nChanged 72
		SP:Iteration 18Q (142823.340000 sec): 3 clusters
  Score: Raw -440204.628968 + Penalty 2721.179767 = -437483.449202
  nChanged 68
		SP:Iteration 19Q (142823.500000 sec): 3 clusters
  Score: Raw -440243.505241 + Penalty 2721.179767 = -437522.325475
  nChanged 44
		SP:Iteration 20F (142823.690000 sec): 3 clusters
  Score: Raw -440266.966350 + Penalty 2721.179767 = -437545.786584
  nChanged 36
		SP:Iteration 21Q (142823.870000 sec): 3 clusters
  Score: Raw -440290.766359 + Penalty 2721.179767 = -437569.586592
  nChanged 30
		SP:Iteration 22Q (142824.060000 sec): 3 clusters
  Score: Raw -440306.018038 + Penalty 2721.179767 = -437584.838271
  nChanged 26
		SP:Iteration 23Q (142824.270000 sec): 3 clusters
  Score: Raw -440317.277222 + Penalty 2721.179767 = -437596.097456
  nChanged 29
		SP:Iteration 24Q (142824.490000 sec): 3 clusters
  Score: Raw -440328.084193 + Penalty 2721.179767 = -437606.904426
  nChanged 18
		SP:Iteration 25Q (142824.710000 sec): 3 clusters
  Score: Raw -440334.386327 + Penalty 2721.179767 = -437613.206561
  nChanged 10
		SP:Iteration 26Q (142824.890000 sec): 3 clusters
  Score: Raw -440337.475888 + Penalty 2721.179767 = -437616.296121
  nChanged 10
		SP:Iteration 27Q (142825.090000 sec): 3 clusters
  Score: Raw -440339.937575 + Penalty 2721.179767 = -437618.757808
  nChanged 8
		SP:Iteration 28Q (142825.300000 sec): 3 clusters
  Score: Raw -440341.692975 + Penalty 2721.179767 = -437620.513208
  nChanged 6
		SP:Iteration 29Q (142825.480000 sec): 3 clusters
  Score: Raw -440343.014810 + Penalty 2721.179767 = -437621.835044
  nChanged 6
		SP:Iteration 30Q (142825.670000 sec): 3 clusters
  Score: Raw -440344.600831 + Penalty 2721.179767 = -437623.421064
  nChanged 6
		SP:Iteration 31Q (142825.940000 sec): 3 clusters
  Score: Raw -440346.437274 + Penalty 2721.179767 = -437625.257507
  nChanged 7
		SP:Iteration 32Q (142826.160000 sec): 3 clusters
  Score: Raw -440349.285836 + Penalty 2721.179767 = -437628.106069
  nChanged 8
		SP:Iteration 33Q (142826.340000 sec): 3 clusters
  Score: Raw -440351.593707 + Penalty 2721.179767 = -437630.413940
  nChanged 2
		SP:Iteration 34Q (142826.560000 sec): 3 clusters
  Score: Raw -440352.614948 + Penalty 2721.179767 = -437631.435181
  nChanged 6
		SP:Iteration 35Q (142826.780000 sec): 3 clusters
  Score: Raw -440354.462589 + Penalty 2721.179767 = -437633.282822
  nChanged 2
		SP:Iteration 36Q (142826.970000 sec): 3 clusters
  Score: Raw -440354.902722 + Penalty 2721.179767 = -437633.722956
  nChanged 2
		SP:Iteration 37Q (142827.120000 sec): 3 clusters
  Score: Raw -440355.359004 + Penalty 2721.179767 = -437634.179237
  nChanged 0
		SP:Iteration 38F (142827.320000 sec): 3 clusters
  Score: Raw -440355.359004 + Penalty 2721.179767 = -437634.179237
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142827.470000 sec): 2 clusters
  Score: Raw -292735.726267 + Penalty 1293.892548 = -291441.833719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142827.650000 sec): 3 clusters
  Score: Raw -291391.757158 + Penalty 2587.785096 = -288803.972062
  nChanged 1096
		SP:Iteration 1F (142827.840000 sec): 3 clusters
  Score: Raw -292028.780361 + Penalty 2587.785096 = -289440.995265
  nChanged 218
		SP:Iteration 2F (142828.050000 sec): 3 clusters
  Score: Raw -292172.480791 + Penalty 2587.785096 = -289584.695695
  nChanged 134
		SP:Iteration 3Q (142828.210000 sec): 3 clusters
  Score: Raw -292260.119142 + Penalty 2587.785096 = -289672.334046
  nChanged 96
		SP:Iteration 4Q (142828.380000 sec): 3 clusters
  Score: Raw -292315.778516 + Penalty 2587.785096 = -289727.993420
  nChanged 87
		SP:Iteration 5Q (142828.580000 sec): 3 clusters
  Score: Raw -292359.674935 + Penalty 2587.785096 = -289771.889839
  nChanged 72
		SP:Iteration 6Q (142828.800000 sec): 3 clusters
  Score: Raw -292399.803113 + Penalty 2587.785096 = -289812.018017
  nChanged 71
		SP:Iteration 7Q (142828.980000 sec): 3 clusters
  Score: Raw -292439.958019 + Penalty 2587.785096 = -289852.172923
  nChanged 71
		SP:Iteration 8Q (142829.160000 sec): 3 clusters
  Score: Raw -292478.444719 + Penalty 2587.785096 = -289890.659623
  nChanged 66
		SP:Iteration 9Q (142829.320000 sec): 3 clusters
  Score: Raw -292508.999216 + Penalty 2587.785096 = -289921.214120
  nChanged 43
		SP:Iteration 10Q (142829.540000 sec): 3 clusters
  Score: Raw -292528.318338 + Penalty 2587.785096 = -289940.533242
  nChanged 38
		SP:Iteration 11Q (142829.680000 sec): 3 clusters
  Score: Raw -292543.019807 + Penalty 2587.785096 = -289955.234711
  nChanged 31
		SP:Iteration 12Q (142829.920000 sec): 3 clusters
  Score: Raw -292556.490587 + Penalty 2587.785096 = -289968.705491
  nChanged 36
		SP:Iteration 13Q (142830.120000 sec): 3 clusters
  Score: Raw -292573.215075 + Penalty 2587.785096 = -289985.429979
  nChanged 34
		SP:Iteration 14Q (142830.320000 sec): 3 clusters
  Score: Raw -292590.808639 + Penalty 2587.785096 = -290003.023543
  nChanged 35
		SP:Iteration 15Q (142830.510000 sec): 3 clusters
  Score: Raw -292603.608827 + Penalty 2587.785096 = -290015.823731
  nChanged 34
		SP:Iteration 16Q (142830.690000 sec): 3 clusters
  Score: Raw -292615.842933 + Penalty 2587.785096 = -290028.057837
  nChanged 21
		SP:Iteration 17Q (142830.880000 sec): 3 clusters
  Score: Raw -292622.251611 + Penalty 2587.785096 = -290034.466515
  nChanged 12
		SP:Iteration 18Q (142831.070000 sec): 3 clusters
  Score: Raw -292625.957963 + Penalty 2587.785096 = -290038.172867
  nChanged 16
		SP:Iteration 19Q (142831.230000 sec): 3 clusters
  Score: Raw -292632.538922 + Penalty 2587.785096 = -290044.753826
  nChanged 14
		SP:Iteration 20F (142831.420000 sec): 3 clusters
  Score: Raw -292638.246557 + Penalty 2587.785096 = -290050.461461
  nChanged 13
		SP:Iteration 21Q (142831.580000 sec): 3 clusters
  Score: Raw -292644.266572 + Penalty 2587.785096 = -290056.481476
  nChanged 17
		SP:Iteration 22Q (142831.800000 sec): 3 clusters
  Score: Raw -292649.731674 + Penalty 2587.785096 = -290061.946578
  nChanged 19
		SP:Iteration 23Q (142831.970000 sec): 3 clusters
  Score: Raw -292657.802534 + Penalty 2587.785096 = -290070.017438
  nChanged 17
		SP:Iteration 24Q (142832.150000 sec): 3 clusters
  Score: Raw -292664.248320 + Penalty 2587.785096 = -290076.463224
  nChanged 11
		SP:Iteration 25Q (142832.360000 sec): 3 clusters
  Score: Raw -292666.698769 + Penalty 2587.785096 = -290078.913673
  nChanged 10
		SP:Iteration 26Q (142832.540000 sec): 3 clusters
  Score: Raw -292669.857527 + Penalty 2587.785096 = -290082.072431
  nChanged 6
		SP:Iteration 27Q (142832.750000 sec): 3 clusters
  Score: Raw -292671.414970 + Penalty 2587.785096 = -290083.629874
  nChanged 3
		SP:Iteration 28Q (142832.940000 sec): 3 clusters
  Score: Raw -292672.213054 + Penalty 2587.785096 = -290084.427958
  nChanged 3
		SP:Iteration 29Q (142833.120000 sec): 3 clusters
  Score: Raw -292673.221042 + Penalty 2587.785096 = -290085.435946
  nChanged 4
		SP:Iteration 30Q (142833.330000 sec): 3 clusters
  Score: Raw -292673.963048 + Penalty 2587.785096 = -290086.177952
  nChanged 1
		SP:Iteration 31Q (142833.550000 sec): 3 clusters
  Score: Raw -292674.124967 + Penalty 2587.785096 = -290086.339871
  nChanged 1
		SP:Iteration 32Q (142833.710000 sec): 3 clusters
  Score: Raw -292674.212216 + Penalty 2587.785096 = -290086.427120
  nChanged 0
		SP:Iteration 33F (142833.910000 sec): 3 clusters
  Score: Raw -292674.212216 + Penalty 2587.785096 = -290086.427120
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142834.070000 sec): 2 clusters
  Score: Raw -664298.576445 + Penalty 1442.165991 = -662856.410454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142834.310000 sec): 3 clusters
  Score: Raw -660404.389203 + Penalty 2884.331982 = -657520.057222
  nChanged 3053
		SP:Iteration 1F (142834.470000 sec): 3 clusters
  Score: Raw -662229.262971 + Penalty 2884.331982 = -659344.930989
  nChanged 565
		SP:Iteration 2F (142834.710000 sec): 3 clusters
  Score: Raw -662603.928791 + Penalty 2884.331982 = -659719.596809
  nChanged 491
		SP:Iteration 3F (142834.900000 sec): 3 clusters
  Score: Raw -662930.228224 + Penalty 2884.331982 = -660045.896242
  nChanged 440
		SP:Iteration 4F (142835.130000 sec): 3 clusters
  Score: Raw -663242.199785 + Penalty 2884.331982 = -660357.867803
  nChanged 372
		SP:Iteration 5F (142835.390000 sec): 3 clusters
  Score: Raw -663488.741986 + Penalty 2884.331982 = -660604.410004
  nChanged 324
		SP:Iteration 6Q (142835.620000 sec): 3 clusters
  Score: Raw -663698.731250 + Penalty 2884.331982 = -660814.399269
  nChanged 273
		SP:Iteration 7Q (142835.890000 sec): 3 clusters
  Score: Raw -663846.221658 + Penalty 2884.331982 = -660961.889676
  nChanged 233
		SP:Iteration 8Q (142836.070000 sec): 3 clusters
  Score: Raw -663966.841307 + Penalty 2884.331982 = -661082.509325
  nChanged 206
		SP:Iteration 9Q (142836.290000 sec): 3 clusters
  Score: Raw -664069.048918 + Penalty 2884.331982 = -661184.716936
  nChanged 184
		SP:Iteration 10Q (142836.550000 sec): 3 clusters
  Score: Raw -664150.675702 + Penalty 2884.331982 = -661266.343720
  nChanged 145
		SP:Iteration 11Q (142836.730000 sec): 3 clusters
  Score: Raw -664216.258124 + Penalty 2884.331982 = -661331.926143
  nChanged 154
		SP:Iteration 12Q (142836.980000 sec): 3 clusters
  Score: Raw -664282.111108 + Penalty 2884.331982 = -661397.779126
  nChanged 135
		SP:Iteration 13Q (142837.160000 sec): 3 clusters
  Score: Raw -664345.876868 + Penalty 2884.331982 = -661461.544886
  nChanged 115
		SP:Iteration 14Q (142837.400000 sec): 3 clusters
  Score: Raw -664400.458904 + Penalty 2884.331982 = -661516.126922
  nChanged 101
		SP:Iteration 15Q (142837.630000 sec): 3 clusters
  Score: Raw -664456.663832 + Penalty 2884.331982 = -661572.331850
  nChanged 113
		SP:Iteration 16Q (142837.820000 sec): 3 clusters
  Score: Raw -664506.809985 + Penalty 2884.331982 = -661622.478004
  nChanged 101
		SP:Iteration 17Q (142838.000000 sec): 3 clusters
  Score: Raw -664547.837116 + Penalty 2884.331982 = -661663.505135
  nChanged 86
		SP:Iteration 18Q (142838.220000 sec): 3 clusters
  Score: Raw -664578.353429 + Penalty 2884.331982 = -661694.021447
  nChanged 69
		SP:Iteration 19Q (142838.470000 sec): 3 clusters
  Score: Raw -664602.645062 + Penalty 2884.331982 = -661718.313080
  nChanged 72
		SP:Iteration 20F (142838.690000 sec): 3 clusters
  Score: Raw -664628.834626 + Penalty 2884.331982 = -661744.502644
  nChanged 82
		SP:Iteration 21Q (142838.880000 sec): 3 clusters
  Score: Raw -664658.837407 + Penalty 2884.331982 = -661774.505426
  nChanged 74
		SP:Iteration 22Q (142839.080000 sec): 3 clusters
  Score: Raw -664691.549895 + Penalty 2884.331982 = -661807.217913
  nChanged 73
		SP:Iteration 23Q (142839.270000 sec): 3 clusters
  Score: Raw -664722.407223 + Penalty 2884.331982 = -661838.075241
  nChanged 66
		SP:Iteration 24Q (142839.480000 sec): 3 clusters
  Score: Raw -664745.805182 + Penalty 2884.331982 = -661861.473200
  nChanged 71
		SP:Iteration 25Q (142839.730000 sec): 3 clusters
  Score: Raw -664770.802359 + Penalty 2884.331982 = -661886.470377
  nChanged 69
		SP:Iteration 26Q (142839.940000 sec): 3 clusters
  Score: Raw -664794.214679 + Penalty 2884.331982 = -661909.882697
  nChanged 66
		SP:Iteration 27Q (142840.130000 sec): 3 clusters
  Score: Raw -664819.092501 + Penalty 2884.331982 = -661934.760520
  nChanged 66
		SP:Iteration 28Q (142840.400000 sec): 3 clusters
  Score: Raw -664839.584069 + Penalty 2884.331982 = -661955.252088
  nChanged 50
		SP:Iteration 29Q (142840.600000 sec): 3 clusters
  Score: Raw -664853.183371 + Penalty 2884.331982 = -661968.851389
  nChanged 37
		SP:Iteration 30Q (142840.850000 sec): 3 clusters
  Score: Raw -664861.884250 + Penalty 2884.331982 = -661977.552268
  nChanged 39
		SP:Iteration 31Q (142841.070000 sec): 3 clusters
  Score: Raw -664871.705393 + Penalty 2884.331982 = -661987.373411
  nChanged 45
		SP:Iteration 32Q (142841.240000 sec): 3 clusters
  Score: Raw -664883.512237 + Penalty 2884.331982 = -661999.180256
  nChanged 36
		SP:Iteration 33Q (142841.460000 sec): 3 clusters
  Score: Raw -664891.838037 + Penalty 2884.331982 = -662007.506055
  nChanged 32
		SP:Iteration 34Q (142841.650000 sec): 3 clusters
  Score: Raw -664899.120380 + Penalty 2884.331982 = -662014.788398
  nChanged 18
		SP:Iteration 35Q (142841.840000 sec): 3 clusters
  Score: Raw -664902.489982 + Penalty 2884.331982 = -662018.158000
  nChanged 22
		SP:Iteration 36Q (142842.060000 sec): 3 clusters
  Score: Raw -664906.278883 + Penalty 2884.331982 = -662021.946901
  nChanged 11
		SP:Iteration 37Q (142842.260000 sec): 3 clusters
  Score: Raw -664908.487358 + Penalty 2884.331982 = -662024.155376
  nChanged 8
		SP:Iteration 38Q (142842.460000 sec): 3 clusters
  Score: Raw -664909.752879 + Penalty 2884.331982 = -662025.420897
  nChanged 8
		SP:Iteration 39Q (142842.680000 sec): 3 clusters
  Score: Raw -664911.180625 + Penalty 2884.331982 = -662026.848644
  nChanged 8
		SP:Iteration 40F (142842.910000 sec): 3 clusters
  Score: Raw -664912.804457 + Penalty 2884.331982 = -662028.472475
  nChanged 12
		SP:Iteration 41Q (142843.120000 sec): 3 clusters
  Score: Raw -664915.625363 + Penalty 2884.331982 = -662031.293381
  nChanged 15
		SP:Iteration 42Q (142843.330000 sec): 3 clusters
  Score: Raw -664918.448800 + Penalty 2884.331982 = -662034.116818
  nChanged 9
		SP:Iteration 43Q (142843.580000 sec): 3 clusters
  Score: Raw -664919.739233 + Penalty 2884.331982 = -662035.407252
  nChanged 5
		SP:Iteration 44Q (142843.790000 sec): 3 clusters
  Score: Raw -664920.077929 + Penalty 2884.331982 = -662035.745947
  nChanged 5
		SP:Iteration 45Q (142844.020000 sec): 3 clusters
  Score: Raw -664921.111888 + Penalty 2884.331982 = -662036.779906
  nChanged 5
		SP:Iteration 46Q (142844.230000 sec): 3 clusters
  Score: Raw -664921.684883 + Penalty 2884.331982 = -662037.352901
  nChanged 4
		SP:Iteration 47Q (142844.440000 sec): 3 clusters
  Score: Raw -664922.367535 + Penalty 2884.331982 = -662038.035553
  nChanged 6
		SP:Iteration 48Q (142844.660000 sec): 3 clusters
  Score: Raw -664923.994768 + Penalty 2884.331982 = -662039.662786
  nChanged 8
		SP:Iteration 49Q (142844.940000 sec): 3 clusters
  Score: Raw -664925.417740 + Penalty 2884.331982 = -662041.085758
  nChanged 8
		SP:Iteration 50Q (142845.150000 sec): 3 clusters
  Score: Raw -664926.470657 + Penalty 2884.331982 = -662042.138675
  nChanged 12
		SP:Iteration 51Q (142845.350000 sec): 3 clusters
  Score: Raw -664928.312819 + Penalty 2884.331982 = -662043.980838
  nChanged 9
		SP:Iteration 52Q (142845.550000 sec): 3 clusters
  Score: Raw -664929.508449 + Penalty 2884.331982 = -662045.176467
  nChanged 7
		SP:Iteration 53Q (142845.740000 sec): 3 clusters
  Score: Raw -664930.515005 + Penalty 2884.331982 = -662046.183023
  nChanged 7
		SP:Iteration 54Q (142845.930000 sec): 3 clusters
  Score: Raw -664931.600998 + Penalty 2884.331982 = -662047.269016
  nChanged 7
		SP:Iteration 55Q (142846.120000 sec): 3 clusters
  Score: Raw -664932.808681 + Penalty 2884.331982 = -662048.476699
  nChanged 2
		SP:Iteration 56Q (142846.320000 sec): 3 clusters
  Score: Raw -664933.084930 + Penalty 2884.331982 = -662048.752949
  nChanged 1
		SP:Iteration 57Q (142846.560000 sec): 3 clusters
  Score: Raw -664933.155123 + Penalty 2884.331982 = -662048.823141
  nChanged 0
		SP:Iteration 58F (142846.810000 sec): 3 clusters
  Score: Raw -664933.155123 + Penalty 2884.331982 = -662048.823141
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142846.900000 sec): 2 clusters
  Score: Raw -159372.390376 + Penalty 1188.181502 = -158184.208875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142847.070000 sec): 3 clusters
  Score: Raw -158803.924539 + Penalty 2376.363003 = -156427.561536
  nChanged 494
		SP:Iteration 1F (142847.260000 sec): 3 clusters
  Score: Raw -159139.063499 + Penalty 2376.363003 = -156762.700496
  nChanged 118
		SP:Iteration 2F (142847.490000 sec): 3 clusters
  Score: Raw -159232.026122 + Penalty 2376.363003 = -156855.663119
  nChanged 55
		SP:Iteration 3Q (142847.630000 sec): 3 clusters
  Score: Raw -159270.677741 + Penalty 2376.363003 = -156894.314737
  nChanged 35
		SP:Iteration 4Q (142847.770000 sec): 3 clusters
  Score: Raw -159294.710762 + Penalty 2376.363003 = -156918.347759
  nChanged 25
		SP:Iteration 5Q (142847.940000 sec): 3 clusters
  Score: Raw -159314.995150 + Penalty 2376.363003 = -156938.632147
  nChanged 24
		SP:Iteration 6Q (142848.200000 sec): 3 clusters
  Score: Raw -159331.105900 + Penalty 2376.363003 = -156954.742897
  nChanged 16
		SP:Iteration 7Q (142848.390000 sec): 3 clusters
  Score: Raw -159339.453019 + Penalty 2376.363003 = -156963.090016
  nChanged 13
		SP:Iteration 8Q (142848.580000 sec): 3 clusters
  Score: Raw -159347.536243 + Penalty 2376.363003 = -156971.173240
  nChanged 12
		SP:Iteration 9Q (142848.780000 sec): 3 clusters
  Score: Raw -159356.409374 + Penalty 2376.363003 = -156980.046371
  nChanged 16
		SP:Iteration 10Q (142848.950000 sec): 3 clusters
  Score: Raw -159374.361218 + Penalty 2376.363003 = -156997.998215
  nChanged 18
		SP:Iteration 11Q (142849.170000 sec): 3 clusters
  Score: Raw -159387.068487 + Penalty 2376.363003 = -157010.705484
  nChanged 16
		SP:Iteration 12Q (142849.350000 sec): 3 clusters
  Score: Raw -159396.383664 + Penalty 2376.363003 = -157020.020661
  nChanged 17
		SP:Iteration 13Q (142849.530000 sec): 3 clusters
  Score: Raw -159404.633909 + Penalty 2376.363003 = -157028.270906
  nChanged 9
		SP:Iteration 14Q (142849.750000 sec): 3 clusters
  Score: Raw -159409.472491 + Penalty 2376.363003 = -157033.109487
  nChanged 7
		SP:Iteration 15Q (142849.910000 sec): 3 clusters
  Score: Raw -159413.920153 + Penalty 2376.363003 = -157037.557150
  nChanged 9
		SP:Iteration 16Q (142850.140000 sec): 3 clusters
  Score: Raw -159417.578645 + Penalty 2376.363003 = -157041.215641
  nChanged 5
		SP:Iteration 17Q (142850.340000 sec): 3 clusters
  Score: Raw -159420.436295 + Penalty 2376.363003 = -157044.073292
  nChanged 4
		SP:Iteration 18Q (142850.530000 sec): 3 clusters
  Score: Raw -159423.695844 + Penalty 2376.363003 = -157047.332841
  nChanged 4
		SP:Iteration 19Q (142850.710000 sec): 3 clusters
  Score: Raw -159428.183520 + Penalty 2376.363003 = -157051.820517
  nChanged 6
		SP:Iteration 20F (142850.860000 sec): 3 clusters
  Score: Raw -159430.984378 + Penalty 2376.363003 = -157054.621374
  nChanged 3
		SP:Iteration 21Q (142851.080000 sec): 3 clusters
  Score: Raw -159433.407052 + Penalty 2376.363003 = -157057.044049
  nChanged 1
		SP:Iteration 22Q (142851.260000 sec): 3 clusters
  Score: Raw -159434.123207 + Penalty 2376.363003 = -157057.760203
  nChanged 1
		SP:Iteration 23Q (142851.460000 sec): 3 clusters
  Score: Raw -159434.840979 + Penalty 2376.363003 = -157058.477976
  nChanged 0
		SP:Iteration 24F (142851.680000 sec): 3 clusters
  Score: Raw -159434.840979 + Penalty 2376.363003 = -157058.477976
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142851.800000 sec): 2 clusters
  Score: Raw -227769.825345 + Penalty 1256.010547 = -226513.814798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142851.960000 sec): 3 clusters
  Score: Raw -226783.964592 + Penalty 2512.021094 = -224271.943498
  nChanged 821
		SP:Iteration 1F (142852.120000 sec): 3 clusters
  Score: Raw -227317.827374 + Penalty 2512.021094 = -224805.806280
  nChanged 174
		SP:Iteration 2F (142852.310000 sec): 3 clusters
  Score: Raw -227453.221983 + Penalty 2512.021094 = -224941.200889
  nChanged 140
		SP:Iteration 3F (142852.520000 sec): 3 clusters
  Score: Raw -227580.835502 + Penalty 2512.021094 = -225068.814408
  nChanged 116
		SP:Iteration 4F (142852.680000 sec): 3 clusters
  Score: Raw -227681.078042 + Penalty 2512.021094 = -225169.056947
  nChanged 89
		SP:Iteration 5Q (142852.840000 sec): 3 clusters
  Score: Raw -227760.953370 + Penalty 2512.021094 = -225248.932276
  nChanged 89
		SP:Iteration 6Q (142853.040000 sec): 3 clusters
  Score: Raw -227839.734263 + Penalty 2512.021094 = -225327.713169
  nChanged 80
		SP:Iteration 7Q (142853.200000 sec): 3 clusters
  Score: Raw -227905.502987 + Penalty 2512.021094 = -225393.481893
  nChanged 68
		SP:Iteration 8Q (142853.340000 sec): 3 clusters
  Score: Raw -227961.038908 + Penalty 2512.021094 = -225449.017813
  nChanged 46
		SP:Iteration 9Q (142853.540000 sec): 3 clusters
  Score: Raw -227993.163954 + Penalty 2512.021094 = -225481.142860
  nChanged 29
		SP:Iteration 10Q (142853.690000 sec): 3 clusters
  Score: Raw -228016.883319 + Penalty 2512.021094 = -225504.862225
  nChanged 21
		SP:Iteration 11Q (142853.880000 sec): 3 clusters
  Score: Raw -228030.022696 + Penalty 2512.021094 = -225518.001602
  nChanged 23
		SP:Iteration 12Q (142854.100000 sec): 3 clusters
  Score: Raw -228047.813562 + Penalty 2512.021094 = -225535.792468
  nChanged 32
		SP:Iteration 13Q (142854.260000 sec): 3 clusters
  Score: Raw -228085.278779 + Penalty 2512.021094 = -225573.257684
  nChanged 48
		SP:Iteration 14Q (142854.520000 sec): 3 clusters
  Score: Raw -228134.747049 + Penalty 2512.021094 = -225622.725954
  nChanged 57
		SP:Iteration 15Q (142854.680000 sec): 3 clusters
  Score: Raw -228233.449623 + Penalty 2512.021094 = -225721.428529
  nChanged 84
		SP:Iteration 16Q (142854.880000 sec): 3 clusters
  Score: Raw -228406.509439 + Penalty 2512.021094 = -225894.488345
  nChanged 103
		SP:Iteration 17Q (142855.050000 sec): 3 clusters
  Score: Raw -228599.682741 + Penalty 2512.021094 = -226087.661647
  nChanged 75
		SP:Iteration 18Q (142855.260000 sec): 3 clusters
  Score: Raw -228672.694994 + Penalty 2512.021094 = -226160.673900
  nChanged 43
		SP:Iteration 19Q (142855.430000 sec): 3 clusters
  Score: Raw -228710.215225 + Penalty 2512.021094 = -226198.194131
  nChanged 31
		SP:Iteration 20F (142855.640000 sec): 3 clusters
  Score: Raw -228736.643320 + Penalty 2512.021094 = -226224.622226
  nChanged 23
		SP:Iteration 21Q (142855.820000 sec): 3 clusters
  Score: Raw -228755.882505 + Penalty 2512.021094 = -226243.861411
  nChanged 16
		SP:Iteration 22Q (142856.040000 sec): 3 clusters
  Score: Raw -228773.629447 + Penalty 2512.021094 = -226261.608353
  nChanged 24
		SP:Iteration 23Q (142856.200000 sec): 3 clusters
  Score: Raw -228804.722273 + Penalty 2512.021094 = -226292.701179
  nChanged 17
		SP:Iteration 24Q (142856.390000 sec): 3 clusters
  Score: Raw -228825.679124 + Penalty 2512.021094 = -226313.658030
  nChanged 21
		SP:Iteration 25Q (142856.600000 sec): 3 clusters
  Score: Raw -228847.128374 + Penalty 2512.021094 = -226335.107280
  nChanged 23
		SP:Iteration 26Q (142856.770000 sec): 3 clusters
  Score: Raw -228875.498956 + Penalty 2512.021094 = -226363.477862
  nChanged 19
		SP:Iteration 27Q (142856.960000 sec): 3 clusters
  Score: Raw -228901.507312 + Penalty 2512.021094 = -226389.486218
  nChanged 19
		SP:Iteration 28Q (142857.170000 sec): 3 clusters
  Score: Raw -228926.784483 + Penalty 2512.021094 = -226414.763389
  nChanged 22
		SP:Iteration 29Q (142857.340000 sec): 3 clusters
  Score: Raw -228951.674971 + Penalty 2512.021094 = -226439.653877
  nChanged 18
		SP:Iteration 30Q (142857.500000 sec): 3 clusters
  Score: Raw -228968.498465 + Penalty 2512.021094 = -226456.477371
  nChanged 17
		SP:Iteration 31Q (142857.700000 sec): 3 clusters
  Score: Raw -228986.726697 + Penalty 2512.021094 = -226474.705603
  nChanged 13
		SP:Iteration 32Q (142857.900000 sec): 3 clusters
  Score: Raw -229002.179434 + Penalty 2512.021094 = -226490.158340
  nChanged 9
		SP:Iteration 33Q (142858.080000 sec): 3 clusters
  Score: Raw -229008.406404 + Penalty 2512.021094 = -226496.385310
  nChanged 5
		SP:Iteration 34Q (142858.260000 sec): 3 clusters
  Score: Raw -229011.034698 + Penalty 2512.021094 = -226499.013604
  nChanged 6
		SP:Iteration 35Q (142858.470000 sec): 3 clusters
  Score: Raw -229013.121388 + Penalty 2512.021094 = -226501.100294
  nChanged 2
		SP:Iteration 36Q (142858.620000 sec): 3 clusters
  Score: Raw -229013.703537 + Penalty 2512.021094 = -226501.682443
  nChanged 1
		SP:Iteration 37Q (142858.820000 sec): 3 clusters
  Score: Raw -229013.857589 + Penalty 2512.021094 = -226501.836495
  nChanged 1
		SP:Iteration 38Q (142859.020000 sec): 3 clusters
  Score: Raw -229014.185920 + Penalty 2512.021094 = -226502.164826
  nChanged 0
		SP:Iteration 39F (142859.190000 sec): 3 clusters
  Score: Raw -229014.185920 + Penalty 2512.021094 = -226502.164826
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142859.330000 sec): 2 clusters
  Score: Raw -717478.723590 + Penalty 1429.355901 = -716049.367689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142859.590000 sec): 3 clusters
  Score: Raw -713851.843303 + Penalty 2858.711802 = -710993.131501
  nChanged 2742
		SP:Iteration 1F (142859.760000 sec): 3 clusters
  Score: Raw -715322.972328 + Penalty 2858.711802 = -712464.260525
  nChanged 425
		SP:Iteration 2F (142859.940000 sec): 3 clusters
  Score: Raw -715500.445989 + Penalty 2858.711802 = -712641.734187
  nChanged 303
		SP:Iteration 3Q (142860.120000 sec): 3 clusters
  Score: Raw -715618.692253 + Penalty 2858.711802 = -712759.980451
  nChanged 252
		SP:Iteration 4Q (142860.330000 sec): 3 clusters
  Score: Raw -715725.550582 + Penalty 2858.711802 = -712866.838779
  nChanged 225
		SP:Iteration 5Q (142860.600000 sec): 3 clusters
  Score: Raw -715812.690497 + Penalty 2858.711802 = -712953.978694
  nChanged 200
		SP:Iteration 6Q (142860.770000 sec): 3 clusters
  Score: Raw -715891.581944 + Penalty 2858.711802 = -713032.870141
  nChanged 216
		SP:Iteration 7Q (142860.980000 sec): 3 clusters
  Score: Raw -715982.381974 + Penalty 2858.711802 = -713123.670171
  nChanged 231
		SP:Iteration 8Q (142861.180000 sec): 3 clusters
  Score: Raw -716095.259507 + Penalty 2858.711802 = -713236.547704
  nChanged 233
		SP:Iteration 9Q (142861.390000 sec): 3 clusters
  Score: Raw -716219.924770 + Penalty 2858.711802 = -713361.212968
  nChanged 272
		SP:Iteration 10Q (142861.640000 sec): 3 clusters
  Score: Raw -716373.819687 + Penalty 2858.711802 = -713515.107884
  nChanged 282
		SP:Iteration 11Q (142861.820000 sec): 3 clusters
  Score: Raw -716551.391757 + Penalty 2858.711802 = -713692.679955
  nChanged 262
		SP:Iteration 12Q (142862.020000 sec): 3 clusters
  Score: Raw -716730.618776 + Penalty 2858.711802 = -713871.906974
  nChanged 265
		SP:Iteration 13Q (142862.200000 sec): 3 clusters
  Score: Raw -716934.733940 + Penalty 2858.711802 = -714076.022137
  nChanged 214
		SP:Iteration 14Q (142862.440000 sec): 3 clusters
  Score: Raw -717100.910261 + Penalty 2858.711802 = -714242.198458
  nChanged 170
		SP:Iteration 15Q (142862.660000 sec): 3 clusters
  Score: Raw -717230.313024 + Penalty 2858.711802 = -714371.601222
  nChanged 145
		SP:Iteration 16Q (142862.850000 sec): 3 clusters
  Score: Raw -717347.997843 + Penalty 2858.711802 = -714489.286040
  nChanged 115
		SP:Iteration 17Q (142863.030000 sec): 3 clusters
  Score: Raw -717448.038717 + Penalty 2858.711802 = -714589.326915
  nChanged 80
		SP:Iteration 18Q (142863.280000 sec): 3 clusters
  Score: Raw -717532.019505 + Penalty 2858.711802 = -714673.307702
  nChanged 57
		SP:Iteration 19Q (142863.510000 sec): 3 clusters
  Score: Raw -717588.891390 + Penalty 2858.711802 = -714730.179587
  nChanged 42
		SP:Iteration 20F (142863.700000 sec): 3 clusters
  Score: Raw -717632.439385 + Penalty 2858.711802 = -714773.727583
  nChanged 36
		SP:Iteration 21Q (142863.930000 sec): 3 clusters
  Score: Raw -717664.857884 + Penalty 2858.711802 = -714806.146082
  nChanged 22
		SP:Iteration 22Q (142864.140000 sec): 3 clusters
  Score: Raw -717685.792099 + Penalty 2858.711802 = -714827.080296
  nChanged 19
		SP:Iteration 23Q (142864.320000 sec): 3 clusters
  Score: Raw -717701.457979 + Penalty 2858.711802 = -714842.746176
  nChanged 13
		SP:Iteration 24Q (142864.540000 sec): 3 clusters
  Score: Raw -717710.163752 + Penalty 2858.711802 = -714851.451950
  nChanged 10
		SP:Iteration 25Q (142864.770000 sec): 3 clusters
  Score: Raw -717715.115322 + Penalty 2858.711802 = -714856.403520
  nChanged 9
		SP:Iteration 26Q (142864.990000 sec): 3 clusters
  Score: Raw -717720.908141 + Penalty 2858.711802 = -714862.196339
  nChanged 8
		SP:Iteration 27Q (142865.200000 sec): 3 clusters
  Score: Raw -717725.816775 + Penalty 2858.711802 = -714867.104973
  nChanged 10
		SP:Iteration 28Q (142865.430000 sec): 3 clusters
  Score: Raw -717733.917209 + Penalty 2858.711802 = -714875.205407
  nChanged 11
		SP:Iteration 29Q (142865.680000 sec): 3 clusters
  Score: Raw -717739.676402 + Penalty 2858.711802 = -714880.964599
  nChanged 3
		SP:Iteration 30Q (142865.910000 sec): 3 clusters
  Score: Raw -717741.083998 + Penalty 2858.711802 = -714882.372195
  nChanged 5
		SP:Iteration 31Q (142866.140000 sec): 3 clusters
  Score: Raw -717743.469247 + Penalty 2858.711802 = -714884.757444
  nChanged 3
		SP:Iteration 32Q (142866.330000 sec): 3 clusters
  Score: Raw -717745.662800 + Penalty 2858.711802 = -714886.950997
  nChanged 4
		SP:Iteration 33Q (142866.560000 sec): 3 clusters
  Score: Raw -717747.614653 + Penalty 2858.711802 = -714888.902851
  nChanged 4
		SP:Iteration 34Q (142866.750000 sec): 3 clusters
  Score: Raw -717749.385567 + Penalty 2858.711802 = -714890.673765
  nChanged 0
		SP:Iteration 35F (142866.960000 sec): 3 clusters
  Score: Raw -717749.385567 + Penalty 2858.711802 = -714890.673765
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (5997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142867.080000 sec): 2 clusters
  Score: Raw -563294.808125 + Penalty 1413.589876 = -561881.218249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142867.320000 sec): 3 clusters
  Score: Raw -560099.082123 + Penalty 2827.179753 = -557271.902370
  nChanged 2481
		SP:Iteration 1F (142867.490000 sec): 3 clusters
  Score: Raw -561544.659361 + Penalty 2827.179753 = -558717.479609
  nChanged 447
		SP:Iteration 2F (142867.740000 sec): 3 clusters
  Score: Raw -561820.084388 + Penalty 2827.179753 = -558992.904635
  nChanged 382
		SP:Iteration 3F (142867.990000 sec): 3 clusters
  Score: Raw -562053.498735 + Penalty 2827.179753 = -559226.318982
  nChanged 305
		SP:Iteration 4F (142868.200000 sec): 3 clusters
  Score: Raw -562228.952572 + Penalty 2827.179753 = -559401.772820
  nChanged 259
		SP:Iteration 5Q (142868.400000 sec): 3 clusters
  Score: Raw -562367.204574 + Penalty 2827.179753 = -559540.024822
  nChanged 237
		SP:Iteration 6Q (142868.600000 sec): 3 clusters
  Score: Raw -562493.711096 + Penalty 2827.179753 = -559666.531344
  nChanged 217
		SP:Iteration 7Q (142868.840000 sec): 3 clusters
  Score: Raw -562608.670523 + Penalty 2827.179753 = -559781.490771
  nChanged 179
		SP:Iteration 8Q (142869.040000 sec): 3 clusters
  Score: Raw -562706.271939 + Penalty 2827.179753 = -559879.092187
  nChanged 163
		SP:Iteration 9Q (142869.270000 sec): 3 clusters
  Score: Raw -562785.472996 + Penalty 2827.179753 = -559958.293243
  nChanged 135
		SP:Iteration 10Q (142869.460000 sec): 3 clusters
  Score: Raw -562859.705887 + Penalty 2827.179753 = -560032.526134
  nChanged 148
		SP:Iteration 11Q (142869.630000 sec): 3 clusters
  Score: Raw -562945.527967 + Penalty 2827.179753 = -560118.348214
  nChanged 133
		SP:Iteration 12Q (142869.860000 sec): 3 clusters
  Score: Raw -563015.179873 + Penalty 2827.179753 = -560188.000121
  nChanged 116
		SP:Iteration 13Q (142870.120000 sec): 3 clusters
  Score: Raw -563076.399985 + Penalty 2827.179753 = -560249.220233
  nChanged 100
		SP:Iteration 14Q (142870.350000 sec): 3 clusters
  Score: Raw -563145.191111 + Penalty 2827.179753 = -560318.011358
  nChanged 99
		SP:Iteration 15Q (142870.560000 sec): 3 clusters
  Score: Raw -563221.920574 + Penalty 2827.179753 = -560394.740821
  nChanged 88
		SP:Iteration 16Q (142870.760000 sec): 3 clusters
  Score: Raw -563286.947597 + Penalty 2827.179753 = -560459.767845
  nChanged 87
		SP:Iteration 17Q (142870.980000 sec): 3 clusters
  Score: Raw -563344.369397 + Penalty 2827.179753 = -560517.189644
  nChanged 81
		SP:Iteration 18Q (142871.180000 sec): 3 clusters
  Score: Raw -563383.913377 + Penalty 2827.179753 = -560556.733624
  nChanged 57
		SP:Iteration 19Q (142871.390000 sec): 3 clusters
  Score: Raw -563415.042612 + Penalty 2827.179753 = -560587.862859
  nChanged 62
		SP:Iteration 20F (142871.600000 sec): 3 clusters
  Score: Raw -563455.350693 + Penalty 2827.179753 = -560628.170940
  nChanged 54
		SP:Iteration 21Q (142871.790000 sec): 3 clusters
  Score: Raw -563493.782329 + Penalty 2827.179753 = -560666.602577
  nChanged 46
		SP:Iteration 22Q (142872.020000 sec): 3 clusters
  Score: Raw -563513.847627 + Penalty 2827.179753 = -560686.667874
  nChanged 31
		SP:Iteration 23Q (142872.260000 sec): 3 clusters
  Score: Raw -563530.249221 + Penalty 2827.179753 = -560703.069469
  nChanged 20
		SP:Iteration 24Q (142872.470000 sec): 3 clusters
  Score: Raw -563536.627375 + Penalty 2827.179753 = -560709.447622
  nChanged 11
		SP:Iteration 25Q (142872.670000 sec): 3 clusters
  Score: Raw -563542.821178 + Penalty 2827.179753 = -560715.641426
  nChanged 22
		SP:Iteration 26Q (142872.840000 sec): 3 clusters
  Score: Raw -563554.060516 + Penalty 2827.179753 = -560726.880763
  nChanged 23
		SP:Iteration 27Q (142873.060000 sec): 3 clusters
  Score: Raw -563564.181549 + Penalty 2827.179753 = -560737.001797
  nChanged 20
		SP:Iteration 28Q (142873.260000 sec): 3 clusters
  Score: Raw -563575.745584 + Penalty 2827.179753 = -560748.565831
  nChanged 14
		SP:Iteration 29Q (142873.470000 sec): 3 clusters
  Score: Raw -563581.267303 + Penalty 2827.179753 = -560754.087550
  nChanged 13
		SP:Iteration 30Q (142873.670000 sec): 3 clusters
  Score: Raw -563587.459840 + Penalty 2827.179753 = -560760.280087
  nChanged 14
		SP:Iteration 31Q (142873.850000 sec): 3 clusters
  Score: Raw -563593.127938 + Penalty 2827.179753 = -560765.948185
  nChanged 14
		SP:Iteration 32Q (142874.060000 sec): 3 clusters
  Score: Raw -563597.715087 + Penalty 2827.179753 = -560770.535335
  nChanged 6
		SP:Iteration 33Q (142874.250000 sec): 3 clusters
  Score: Raw -563600.047948 + Penalty 2827.179753 = -560772.868196
  nChanged 3
		SP:Iteration 34Q (142874.490000 sec): 3 clusters
  Score: Raw -563601.274096 + Penalty 2827.179753 = -560774.094343
  nChanged 5
		SP:Iteration 35Q (142874.720000 sec): 3 clusters
  Score: Raw -563602.866668 + Penalty 2827.179753 = -560775.686915
  nChanged 9
		SP:Iteration 36Q (142874.940000 sec): 3 clusters
  Score: Raw -563606.743182 + Penalty 2827.179753 = -560779.563430
  nChanged 6
		SP:Iteration 37Q (142875.130000 sec): 3 clusters
  Score: Raw -563608.399168 + Penalty 2827.179753 = -560781.219415
  nChanged 5
		SP:Iteration 38Q (142875.330000 sec): 3 clusters
  Score: Raw -563610.560536 + Penalty 2827.179753 = -560783.380784
  nChanged 9
		SP:Iteration 39Q (142875.590000 sec): 3 clusters
  Score: Raw -563613.459875 + Penalty 2827.179753 = -560786.280122
  nChanged 8
		SP:Iteration 40F (142875.770000 sec): 3 clusters
  Score: Raw -563616.918485 + Penalty 2827.179753 = -560789.738732
  nChanged 5
		SP:Iteration 41Q (142876.020000 sec): 3 clusters
  Score: Raw -563619.157575 + Penalty 2827.179753 = -560791.977823
  nChanged 7
		SP:Iteration 42Q (142876.240000 sec): 3 clusters
  Score: Raw -563621.434851 + Penalty 2827.179753 = -560794.255098
  nChanged 6
		SP:Iteration 43Q (142876.420000 sec): 3 clusters
  Score: Raw -563624.271842 + Penalty 2827.179753 = -560797.092090
  nChanged 6
		SP:Iteration 44Q (142876.660000 sec): 3 clusters
  Score: Raw -563625.883472 + Penalty 2827.179753 = -560798.703719
  nChanged 3
		SP:Iteration 45Q (142876.880000 sec): 3 clusters
  Score: Raw -563626.605853 + Penalty 2827.179753 = -560799.426101
  nChanged 3
		SP:Iteration 46Q (142877.070000 sec): 3 clusters
  Score: Raw -563627.027199 + Penalty 2827.179753 = -560799.847447
  nChanged 0
		SP:Iteration 47F (142877.330000 sec): 3 clusters
  Score: Raw -563627.027199 + Penalty 2827.179753 = -560799.847447
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142877.510000 sec): 2 clusters
  Score: Raw -1103394.844599 + Penalty 1510.609628 = -1101884.234971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142877.730000 sec): 3 clusters
  Score: Raw -1097181.902660 + Penalty 3021.219255 = -1094160.683405
  nChanged 4745
		SP:Iteration 1F (142877.960000 sec): 3 clusters
  Score: Raw -1099768.106058 + Penalty 3021.219255 = -1096746.886802
  nChanged 647
		SP:Iteration 2F (142878.190000 sec): 3 clusters
  Score: Raw -1100035.977693 + Penalty 3021.219255 = -1097014.758437
  nChanged 539
		SP:Iteration 3Q (142878.470000 sec): 3 clusters
  Score: Raw -1100271.942483 + Penalty 3021.219255 = -1097250.723227
  nChanged 486
		SP:Iteration 4Q (142878.710000 sec): 3 clusters
  Score: Raw -1100489.155142 + Penalty 3021.219255 = -1097467.935887
  nChanged 470
		SP:Iteration 5Q (142878.890000 sec): 3 clusters
  Score: Raw -1100727.496249 + Penalty 3021.219255 = -1097706.276994
  nChanged 476
		SP:Iteration 6Q (142879.110000 sec): 3 clusters
  Score: Raw -1100976.531408 + Penalty 3021.219255 = -1097955.312152
  nChanged 470
		SP:Iteration 7Q (142879.360000 sec): 3 clusters
  Score: Raw -1101271.642096 + Penalty 3021.219255 = -1098250.422841
  nChanged 555
		SP:Iteration 8F (142879.680000 sec): 3 clusters
  Score: Raw -1101636.252989 + Penalty 3021.219255 = -1098615.033733
  nChanged 528
		SP:Iteration 9Q (142879.910000 sec): 3 clusters
  Score: Raw -1102013.956345 + Penalty 3021.219255 = -1098992.737089
  nChanged 516
		SP:Iteration 10Q (142880.110000 sec): 3 clusters
  Score: Raw -1102338.164096 + Penalty 3021.219255 = -1099316.944841
  nChanged 421
		SP:Iteration 11Q (142880.340000 sec): 3 clusters
  Score: Raw -1102592.010777 + Penalty 3021.219255 = -1099570.791522
  nChanged 358
		SP:Iteration 12Q (142880.560000 sec): 3 clusters
  Score: Raw -1102792.988892 + Penalty 3021.219255 = -1099771.769636
  nChanged 281
		SP:Iteration 13Q (142880.800000 sec): 3 clusters
  Score: Raw -1102924.402638 + Penalty 3021.219255 = -1099903.183383
  nChanged 252
		SP:Iteration 14Q (142881.030000 sec): 3 clusters
  Score: Raw -1103027.726292 + Penalty 3021.219255 = -1100006.507037
  nChanged 197
		SP:Iteration 15Q (142881.260000 sec): 3 clusters
  Score: Raw -1103096.367296 + Penalty 3021.219255 = -1100075.148041
  nChanged 147
		SP:Iteration 16Q (142881.450000 sec): 3 clusters
  Score: Raw -1103141.779098 + Penalty 3021.219255 = -1100120.559843
  nChanged 134
		SP:Iteration 17Q (142881.740000 sec): 3 clusters
  Score: Raw -1103182.859601 + Penalty 3021.219255 = -1100161.640345
  nChanged 106
		SP:Iteration 18Q (142881.910000 sec): 3 clusters
  Score: Raw -1103210.298740 + Penalty 3021.219255 = -1100189.079485
  nChanged 83
		SP:Iteration 19Q (142882.150000 sec): 3 clusters
  Score: Raw -1103229.507533 + Penalty 3021.219255 = -1100208.288277
  nChanged 64
		SP:Iteration 20F (142882.380000 sec): 3 clusters
  Score: Raw -1103242.467769 + Penalty 3021.219255 = -1100221.248513
  nChanged 59
		SP:Iteration 21Q (142882.650000 sec): 3 clusters
  Score: Raw -1103257.556463 + Penalty 3021.219255 = -1100236.337208
  nChanged 54
		SP:Iteration 22Q (142882.870000 sec): 3 clusters
  Score: Raw -1103269.531890 + Penalty 3021.219255 = -1100248.312634
  nChanged 64
		SP:Iteration 23Q (142883.160000 sec): 3 clusters
  Score: Raw -1103286.604184 + Penalty 3021.219255 = -1100265.384929
  nChanged 61
		SP:Iteration 24Q (142883.390000 sec): 3 clusters
  Score: Raw -1103301.192770 + Penalty 3021.219255 = -1100279.973515
  nChanged 60
		SP:Iteration 25Q (142883.650000 sec): 3 clusters
  Score: Raw -1103318.191517 + Penalty 3021.219255 = -1100296.972262
  nChanged 48
		SP:Iteration 26Q (142883.900000 sec): 3 clusters
  Score: Raw -1103332.325192 + Penalty 3021.219255 = -1100311.105936
  nChanged 50
		SP:Iteration 27Q (142884.120000 sec): 3 clusters
  Score: Raw -1103357.306314 + Penalty 3021.219255 = -1100336.087058
  nChanged 70
		SP:Iteration 28Q (142884.310000 sec): 3 clusters
  Score: Raw -1103411.433520 + Penalty 3021.219255 = -1100390.214265
  nChanged 81
		SP:Iteration 29Q (142884.530000 sec): 3 clusters
  Score: Raw -1103474.738545 + Penalty 3021.219255 = -1100453.519289
  nChanged 87
		SP:Iteration 30Q (142884.810000 sec): 3 clusters
  Score: Raw -1103519.886479 + Penalty 3021.219255 = -1100498.667223
  nChanged 78
		SP:Iteration 31Q (142885.000000 sec): 3 clusters
  Score: Raw -1103546.688698 + Penalty 3021.219255 = -1100525.469443
  nChanged 75
		SP:Iteration 32Q (142885.230000 sec): 3 clusters
  Score: Raw -1103569.366729 + Penalty 3021.219255 = -1100548.147474
  nChanged 68
		SP:Iteration 33Q (142885.480000 sec): 3 clusters
  Score: Raw -1103588.924364 + Penalty 3021.219255 = -1100567.705109
  nChanged 60
		SP:Iteration 34Q (142885.720000 sec): 3 clusters
  Score: Raw -1103602.901560 + Penalty 3021.219255 = -1100581.682305
  nChanged 55
		SP:Iteration 35Q (142885.960000 sec): 3 clusters
  Score: Raw -1103614.519855 + Penalty 3021.219255 = -1100593.300600
  nChanged 46
		SP:Iteration 36Q (142886.200000 sec): 3 clusters
  Score: Raw -1103623.819635 + Penalty 3021.219255 = -1100602.600379
  nChanged 37
		SP:Iteration 37Q (142886.480000 sec): 3 clusters
  Score: Raw -1103629.355038 + Penalty 3021.219255 = -1100608.135782
  nChanged 30
		SP:Iteration 38Q (142886.700000 sec): 3 clusters
  Score: Raw -1103633.915839 + Penalty 3021.219255 = -1100612.696584
  nChanged 24
		SP:Iteration 39Q (142886.960000 sec): 3 clusters
  Score: Raw -1103637.435009 + Penalty 3021.219255 = -1100616.215754
  nChanged 19
		SP:Iteration 40F (142887.210000 sec): 3 clusters
  Score: Raw -1103640.315289 + Penalty 3021.219255 = -1100619.096033
  nChanged 13
		SP:Iteration 41Q (142887.460000 sec): 3 clusters
  Score: Raw -1103641.682680 + Penalty 3021.219255 = -1100620.463425
  nChanged 12
		SP:Iteration 42Q (142887.720000 sec): 3 clusters
  Score: Raw -1103642.999946 + Penalty 3021.219255 = -1100621.780691
  nChanged 14
		SP:Iteration 43Q (142887.940000 sec): 3 clusters
  Score: Raw -1103645.512057 + Penalty 3021.219255 = -1100624.292802
  nChanged 16
		SP:Iteration 44Q (142888.200000 sec): 3 clusters
  Score: Raw -1103647.709042 + Penalty 3021.219255 = -1100626.489786
  nChanged 14
		SP:Iteration 45Q (142888.440000 sec): 3 clusters
  Score: Raw -1103649.491903 + Penalty 3021.219255 = -1100628.272648
  nChanged 12
		SP:Iteration 46Q (142888.690000 sec): 3 clusters
  Score: Raw -1103651.052535 + Penalty 3021.219255 = -1100629.833280
  nChanged 8
		SP:Iteration 47Q (142889.000000 sec): 3 clusters
  Score: Raw -1103651.949538 + Penalty 3021.219255 = -1100630.730283
  nChanged 9
		SP:Iteration 48Q (142889.220000 sec): 3 clusters
  Score: Raw -1103652.981249 + Penalty 3021.219255 = -1100631.761993
  nChanged 10
		SP:Iteration 49Q (142889.440000 sec): 3 clusters
  Score: Raw -1103654.189422 + Penalty 3021.219255 = -1100632.970167
  nChanged 11
		SP:Iteration 50Q (142889.690000 sec): 3 clusters
  Score: Raw -1103655.328856 + Penalty 3021.219255 = -1100634.109601
  nChanged 11
		SP:Iteration 51Q (142889.900000 sec): 3 clusters
  Score: Raw -1103656.596046 + Penalty 3021.219255 = -1100635.376790
  nChanged 10
		SP:Iteration 52Q (142890.110000 sec): 3 clusters
  Score: Raw -1103657.802264 + Penalty 3021.219255 = -1100636.583009
  nChanged 14
		SP:Iteration 53Q (142890.350000 sec): 3 clusters
  Score: Raw -1103659.182462 + Penalty 3021.219255 = -1100637.963207
  nChanged 7
		SP:Iteration 54Q (142890.580000 sec): 3 clusters
  Score: Raw -1103659.837924 + Penalty 3021.219255 = -1100638.618669
  nChanged 3
		SP:Iteration 55Q (142890.800000 sec): 3 clusters
  Score: Raw -1103660.352175 + Penalty 3021.219255 = -1100639.132920
  nChanged 5
		SP:Iteration 56Q (142891.010000 sec): 3 clusters
  Score: Raw -1103660.874425 + Penalty 3021.219255 = -1100639.655169
  nChanged 4
		SP:Iteration 57Q (142891.260000 sec): 3 clusters
  Score: Raw -1103661.286512 + Penalty 3021.219255 = -1100640.067257
  nChanged 2
		SP:Iteration 58Q (142891.510000 sec): 3 clusters
  Score: Raw -1103661.537213 + Penalty 3021.219255 = -1100640.317958
  nChanged 4
		SP:Iteration 59Q (142891.700000 sec): 3 clusters
  Score: Raw -1103661.805443 + Penalty 3021.219255 = -1100640.586187
  nChanged 2
		SP:Iteration 60F (142891.970000 sec): 3 clusters
  Score: Raw -1103661.945031 + Penalty 3021.219255 = -1100640.725775
  nChanged 2
		SP:Iteration 61Q (142892.180000 sec): 3 clusters
  Score: Raw -1103662.049454 + Penalty 3021.219255 = -1100640.830198
  nChanged 0
		SP:Iteration 62F (142892.460000 sec): 3 clusters
  Score: Raw -1103662.049454 + Penalty 3021.219255 = -1100640.830198
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3597 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142892.550000 sec): 2 clusters
  Score: Raw -373490.210636 + Penalty 1330.526510 = -372159.684126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142892.720000 sec): 3 clusters
  Score: Raw -371743.040421 + Penalty 2661.053019 = -369081.987402
  nChanged 1371
		SP:Iteration 1F (142892.930000 sec): 3 clusters
  Score: Raw -372538.731151 + Penalty 2661.053019 = -369877.678132
  nChanged 277
		SP:Iteration 2F (142893.100000 sec): 3 clusters
  Score: Raw -372698.755298 + Penalty 2661.053019 = -370037.702279
  nChanged 197
		SP:Iteration 3F (142893.320000 sec): 3 clusters
  Score: Raw -372813.222568 + Penalty 2661.053019 = -370152.169549
  nChanged 151
		SP:Iteration 4Q (142893.540000 sec): 3 clusters
  Score: Raw -372895.781196 + Penalty 2661.053019 = -370234.728176
  nChanged 109
		SP:Iteration 5Q (142893.720000 sec): 3 clusters
  Score: Raw -372961.749159 + Penalty 2661.053019 = -370300.696140
  nChanged 95
		SP:Iteration 6Q (142893.910000 sec): 3 clusters
  Score: Raw -373004.534471 + Penalty 2661.053019 = -370343.481451
  nChanged 83
		SP:Iteration 7Q (142894.100000 sec): 3 clusters
  Score: Raw -373051.076021 + Penalty 2661.053019 = -370390.023002
  nChanged 89
		SP:Iteration 8Q (142894.280000 sec): 3 clusters
  Score: Raw -373101.596981 + Penalty 2661.053019 = -370440.543962
  nChanged 85
		SP:Iteration 9Q (142894.440000 sec): 3 clusters
  Score: Raw -373148.577715 + Penalty 2661.053019 = -370487.524695
  nChanged 78
		SP:Iteration 10Q (142894.630000 sec): 3 clusters
  Score: Raw -373190.090590 + Penalty 2661.053019 = -370529.037571
  nChanged 74
		SP:Iteration 11Q (142894.850000 sec): 3 clusters
  Score: Raw -373228.477585 + Penalty 2661.053019 = -370567.424566
  nChanged 64
		SP:Iteration 12Q (142895.000000 sec): 3 clusters
  Score: Raw -373258.567242 + Penalty 2661.053019 = -370597.514222
  nChanged 50
		SP:Iteration 13Q (142895.150000 sec): 3 clusters
  Score: Raw -373280.790117 + Penalty 2661.053019 = -370619.737098
  nChanged 52
		SP:Iteration 14Q (142895.330000 sec): 3 clusters
  Score: Raw -373303.065369 + Penalty 2661.053019 = -370642.012350
  nChanged 38
		SP:Iteration 15Q (142895.520000 sec): 3 clusters
  Score: Raw -373315.030493 + Penalty 2661.053019 = -370653.977474
  nChanged 32
		SP:Iteration 16Q (142895.690000 sec): 3 clusters
  Score: Raw -373328.067300 + Penalty 2661.053019 = -370667.014281
  nChanged 41
		SP:Iteration 17Q (142895.890000 sec): 3 clusters
  Score: Raw -373346.025686 + Penalty 2661.053019 = -370684.972667
  nChanged 37
		SP:Iteration 18Q (142896.110000 sec): 3 clusters
  Score: Raw -373363.424847 + Penalty 2661.053019 = -370702.371828
  nChanged 47
		SP:Iteration 19Q (142896.300000 sec): 3 clusters
  Score: Raw -373383.948916 + Penalty 2661.053019 = -370722.895897
  nChanged 45
		SP:Iteration 20F (142896.530000 sec): 3 clusters
  Score: Raw -373405.594077 + Penalty 2661.053019 = -370744.541058
  nChanged 50
		SP:Iteration 21Q (142896.690000 sec): 3 clusters
  Score: Raw -373429.168897 + Penalty 2661.053019 = -370768.115878
  nChanged 54
		SP:Iteration 22Q (142896.900000 sec): 3 clusters
  Score: Raw -373459.620717 + Penalty 2661.053019 = -370798.567698
  nChanged 71
		SP:Iteration 23Q (142897.140000 sec): 3 clusters
  Score: Raw -373502.733410 + Penalty 2661.053019 = -370841.680391
  nChanged 74
		SP:Iteration 24Q (142897.330000 sec): 3 clusters
  Score: Raw -373547.880552 + Penalty 2661.053019 = -370886.827533
  nChanged 77
		SP:Iteration 25Q (142897.490000 sec): 3 clusters
  Score: Raw -373600.374814 + Penalty 2661.053019 = -370939.321795
  nChanged 70
		SP:Iteration 26Q (142897.740000 sec): 3 clusters
  Score: Raw -373643.211981 + Penalty 2661.053019 = -370982.158962
  nChanged 74
		SP:Iteration 27Q (142897.900000 sec): 3 clusters
  Score: Raw -373691.447734 + Penalty 2661.053019 = -371030.394715
  nChanged 67
		SP:Iteration 28Q (142898.130000 sec): 3 clusters
  Score: Raw -373734.056807 + Penalty 2661.053019 = -371073.003788
  nChanged 49
		SP:Iteration 29Q (142898.240000 sec): 3 clusters
  Score: Raw -373762.581175 + Penalty 2661.053019 = -371101.528155
  nChanged 40
		SP:Iteration 30Q (142898.460000 sec): 3 clusters
  Score: Raw -373783.666259 + Penalty 2661.053019 = -371122.613240
  nChanged 28
		SP:Iteration 31Q (142898.650000 sec): 3 clusters
  Score: Raw -373801.089643 + Penalty 2661.053019 = -371140.036623
  nChanged 22
		SP:Iteration 32Q (142898.810000 sec): 3 clusters
  Score: Raw -373813.387702 + Penalty 2661.053019 = -371152.334683
  nChanged 16
		SP:Iteration 33Q (142899.020000 sec): 3 clusters
  Score: Raw -373822.451743 + Penalty 2661.053019 = -371161.398724
  nChanged 14
		SP:Iteration 34Q (142899.210000 sec): 3 clusters
  Score: Raw -373830.396046 + Penalty 2661.053019 = -371169.343027
  nChanged 13
		SP:Iteration 35Q (142899.380000 sec): 3 clusters
  Score: Raw -373835.303354 + Penalty 2661.053019 = -371174.250335
  nChanged 8
		SP:Iteration 36Q (142899.580000 sec): 3 clusters
  Score: Raw -373839.215827 + Penalty 2661.053019 = -371178.162807
  nChanged 5
		SP:Iteration 37Q (142899.780000 sec): 3 clusters
  Score: Raw -373841.232226 + Penalty 2661.053019 = -371180.179207
  nChanged 4
		SP:Iteration 38Q (142899.960000 sec): 3 clusters
  Score: Raw -373843.722689 + Penalty 2661.053019 = -371182.669670
  nChanged 6
		SP:Iteration 39Q (142900.160000 sec): 3 clusters
  Score: Raw -373847.827869 + Penalty 2661.053019 = -371186.774850
  nChanged 4
		SP:Iteration 40F (142900.330000 sec): 3 clusters
  Score: Raw -373853.707389 + Penalty 2661.053019 = -371192.654370
  nChanged 3
		SP:Iteration 41Q (142900.530000 sec): 3 clusters
  Score: Raw -373856.515675 + Penalty 2661.053019 = -371195.462656
  nChanged 3
		SP:Iteration 42Q (142900.730000 sec): 3 clusters
  Score: Raw -373859.775825 + Penalty 2661.053019 = -371198.722806
  nChanged 7
		SP:Iteration 43Q (142900.930000 sec): 3 clusters
  Score: Raw -373865.681337 + Penalty 2661.053019 = -371204.628318
  nChanged 10
		SP:Iteration 44Q (142901.130000 sec): 3 clusters
  Score: Raw -373874.946238 + Penalty 2661.053019 = -371213.893219
  nChanged 5
		SP:Iteration 45Q (142901.310000 sec): 3 clusters
  Score: Raw -373878.091563 + Penalty 2661.053019 = -371217.038544
  nChanged 5
		SP:Iteration 46Q (142901.490000 sec): 3 clusters
  Score: Raw -373881.091726 + Penalty 2661.053019 = -371220.038707
  nChanged 1
		SP:Iteration 47Q (142901.700000 sec): 3 clusters
  Score: Raw -373881.863456 + Penalty 2661.053019 = -371220.810437
  nChanged 1
		SP:Iteration 48Q (142901.880000 sec): 3 clusters
  Score: Raw -373882.360543 + Penalty 2661.053019 = -371221.307524
  nChanged 2
		SP:Iteration 49Q (142902.070000 sec): 3 clusters
  Score: Raw -373883.570313 + Penalty 2661.053019 = -371222.517294
  nChanged 3
		SP:Iteration 50Q (142902.270000 sec): 3 clusters
  Score: Raw -373884.648465 + Penalty 2661.053019 = -371223.595445
  nChanged 1
		SP:Iteration 51Q (142902.510000 sec): 3 clusters
  Score: Raw -373884.979911 + Penalty 2661.053019 = -371223.926892
  nChanged 0
		SP:Iteration 52F (142902.710000 sec): 3 clusters
  Score: Raw -373884.979911 + Penalty 2661.053019 = -371223.926892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142902.850000 sec): 2 clusters
  Score: Raw -1775851.421118 + Penalty 1580.713243 = -1774270.707875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142903.140000 sec): 3 clusters
  Score: Raw -1765831.829838 + Penalty 3161.426485 = -1762670.403353
  nChanged 7550
		SP:Iteration 1F (142903.480000 sec): 3 clusters
  Score: Raw -1769991.133778 + Penalty 3161.426485 = -1766829.707292
  nChanged 811
		SP:Iteration 2Q (142903.750000 sec): 3 clusters
  Score: Raw -1770265.347256 + Penalty 3161.426485 = -1767103.920770
  nChanged 683
		SP:Iteration 3Q (142904.040000 sec): 3 clusters
  Score: Raw -1770513.153282 + Penalty 3161.426485 = -1767351.726797
  nChanged 699
		SP:Iteration 4Q (142904.290000 sec): 3 clusters
  Score: Raw -1770804.682474 + Penalty 3161.426485 = -1767643.255989
  nChanged 747
		SP:Iteration 5Q (142904.590000 sec): 3 clusters
  Score: Raw -1771190.998272 + Penalty 3161.426485 = -1768029.571787
  nChanged 840
		SP:Iteration 6F (142904.890000 sec): 3 clusters
  Score: Raw -1771682.964905 + Penalty 3161.426485 = -1768521.538420
  nChanged 889
		SP:Iteration 7F (142905.160000 sec): 3 clusters
  Score: Raw -1772284.430042 + Penalty 3161.426485 = -1769123.003557
  nChanged 939
		SP:Iteration 8F (142905.400000 sec): 3 clusters
  Score: Raw -1773031.344622 + Penalty 3161.426485 = -1769869.918137
  nChanged 926
		SP:Iteration 9F (142905.650000 sec): 3 clusters
  Score: Raw -1773774.379362 + Penalty 3161.426485 = -1770612.952877
  nChanged 782
		SP:Iteration 10Q (142905.920000 sec): 3 clusters
  Score: Raw -1774403.137790 + Penalty 3161.426485 = -1771241.711305
  nChanged 631
		SP:Iteration 11Q (142906.140000 sec): 3 clusters
  Score: Raw -1774884.619231 + Penalty 3161.426485 = -1771723.192746
  nChanged 484
		SP:Iteration 12Q (142906.400000 sec): 3 clusters
  Score: Raw -1775203.913035 + Penalty 3161.426485 = -1772042.486550
  nChanged 389
		SP:Iteration 13Q (142906.660000 sec): 3 clusters
  Score: Raw -1775455.079577 + Penalty 3161.426485 = -1772293.653092
  nChanged 284
		SP:Iteration 14Q (142906.900000 sec): 3 clusters
  Score: Raw -1775626.839777 + Penalty 3161.426485 = -1772465.413292
  nChanged 188
		SP:Iteration 15Q (142907.190000 sec): 3 clusters
  Score: Raw -1775728.420610 + Penalty 3161.426485 = -1772566.994125
  nChanged 151
		SP:Iteration 16Q (142907.470000 sec): 3 clusters
  Score: Raw -1775821.866838 + Penalty 3161.426485 = -1772660.440353
  nChanged 118
		SP:Iteration 17Q (142907.720000 sec): 3 clusters
  Score: Raw -1775880.720522 + Penalty 3161.426485 = -1772719.294037
  nChanged 80
		SP:Iteration 18Q (142907.990000 sec): 3 clusters
  Score: Raw -1775914.088546 + Penalty 3161.426485 = -1772752.662061
  nChanged 77
		SP:Iteration 19Q (142908.250000 sec): 3 clusters
  Score: Raw -1775949.869909 + Penalty 3161.426485 = -1772788.443424
  nChanged 65
		SP:Iteration 20F (142908.470000 sec): 3 clusters
  Score: Raw -1775979.559309 + Penalty 3161.426485 = -1772818.132824
  nChanged 61
		SP:Iteration 21Q (142908.760000 sec): 3 clusters
  Score: Raw -1776011.060897 + Penalty 3161.426485 = -1772849.634412
  nChanged 52
		SP:Iteration 22Q (142909.000000 sec): 3 clusters
  Score: Raw -1776034.971529 + Penalty 3161.426485 = -1772873.545044
  nChanged 39
		SP:Iteration 23Q (142909.270000 sec): 3 clusters
  Score: Raw -1776056.244881 + Penalty 3161.426485 = -1772894.818396
  nChanged 36
		SP:Iteration 24Q (142909.490000 sec): 3 clusters
  Score: Raw -1776071.176455 + Penalty 3161.426485 = -1772909.749970
  nChanged 23
		SP:Iteration 25Q (142909.750000 sec): 3 clusters
  Score: Raw -1776081.592047 + Penalty 3161.426485 = -1772920.165562
  nChanged 13
		SP:Iteration 26Q (142909.960000 sec): 3 clusters
  Score: Raw -1776088.116641 + Penalty 3161.426485 = -1772926.690155
  nChanged 15
		SP:Iteration 27Q (142910.200000 sec): 3 clusters
  Score: Raw -1776095.996791 + Penalty 3161.426485 = -1772934.570306
  nChanged 17
		SP:Iteration 28Q (142910.490000 sec): 3 clusters
  Score: Raw -1776103.602408 + Penalty 3161.426485 = -1772942.175923
  nChanged 9
		SP:Iteration 29Q (142910.730000 sec): 3 clusters
  Score: Raw -1776108.713241 + Penalty 3161.426485 = -1772947.286756
  nChanged 10
		SP:Iteration 30Q (142911.010000 sec): 3 clusters
  Score: Raw -1776112.342726 + Penalty 3161.426485 = -1772950.916240
  nChanged 11
		SP:Iteration 31Q (142911.220000 sec): 3 clusters
  Score: Raw -1776117.254695 + Penalty 3161.426485 = -1772955.828210
  nChanged 11
		SP:Iteration 32Q (142911.400000 sec): 3 clusters
  Score: Raw -1776122.726110 + Penalty 3161.426485 = -1772961.299625
  nChanged 10
		SP:Iteration 33Q (142911.670000 sec): 3 clusters
  Score: Raw -1776127.048911 + Penalty 3161.426485 = -1772965.622426
  nChanged 6
		SP:Iteration 34Q (142911.900000 sec): 3 clusters
  Score: Raw -1776129.191064 + Penalty 3161.426485 = -1772967.764579
  nChanged 5
		SP:Iteration 35Q (142912.120000 sec): 3 clusters
  Score: Raw -1776130.839054 + Penalty 3161.426485 = -1772969.412569
  nChanged 7
		SP:Iteration 36Q (142912.350000 sec): 3 clusters
  Score: Raw -1776132.677421 + Penalty 3161.426485 = -1772971.250936
  nChanged 4
		SP:Iteration 37Q (142912.600000 sec): 3 clusters
  Score: Raw -1776133.877857 + Penalty 3161.426485 = -1772972.451372
  nChanged 3
		SP:Iteration 38Q (142912.810000 sec): 3 clusters
  Score: Raw -1776135.508624 + Penalty 3161.426485 = -1772974.082139
  nChanged 3
		SP:Iteration 39Q (142913.050000 sec): 3 clusters
  Score: Raw -1776136.513047 + Penalty 3161.426485 = -1772975.086562
  nChanged 2
		SP:Iteration 40F (142913.360000 sec): 3 clusters
  Score: Raw -1776136.834656 + Penalty 3161.426485 = -1772975.408170
  nChanged 1
		SP:Iteration 41Q (142913.600000 sec): 3 clusters
  Score: Raw -1776136.896474 + Penalty 3161.426485 = -1772975.469989
  nChanged 0
		SP:Iteration 42F (142913.880000 sec): 3 clusters
  Score: Raw -1776136.896474 + Penalty 3161.426485 = -1772975.469989
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142913.990000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142914.170000 sec): 3 clusters
  Score: Raw -26863.484866 + Penalty 1810.950060 = -25052.534805
  nChanged 45
		SP:Iteration 1F (142914.360000 sec): 3 clusters
  Score: Raw -26968.053921 + Penalty 1810.950060 = -25157.103860
  nChanged 2
		SP:Iteration 2Q (142914.490000 sec): 3 clusters
  Score: Raw -26978.173933 + Penalty 1810.950060 = -25167.223872
  nChanged 4
		SP:Iteration 3Q (142914.640000 sec): 3 clusters
  Score: Raw -26990.336905 + Penalty 1810.950060 = -25179.386845
  nChanged 2
		SP:Iteration 4Q (142914.810000 sec): 3 clusters
  Score: Raw -26995.046708 + Penalty 1810.950060 = -25184.096648
  nChanged 2
		SP:Iteration 5Q (142914.990000 sec): 3 clusters
  Score: Raw -27002.531858 + Penalty 1810.950060 = -25191.581798
  nChanged 0
		SP:Iteration 6F (142915.210000 sec): 3 clusters
  Score: Raw -27002.531858 + Penalty 1810.950060 = -25191.581798
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142915.270000 sec): 2 clusters
  Score: Raw -116432.877846 + Penalty 1175.319135 = -115257.558711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142915.450000 sec): 3 clusters
  Score: Raw -115937.667638 + Penalty 2350.638269 = -113587.029369
  nChanged 479
		SP:Iteration 1F (142915.650000 sec): 3 clusters
  Score: Raw -116364.600490 + Penalty 2350.638269 = -114013.962221
  nChanged 123
		SP:Iteration 2F (142915.840000 sec): 3 clusters
  Score: Raw -116523.235717 + Penalty 2350.638269 = -114172.597447
  nChanged 102
		SP:Iteration 3F (142916.010000 sec): 3 clusters
  Score: Raw -116678.365460 + Penalty 2350.638269 = -114327.727191
  nChanged 90
		SP:Iteration 4F (142916.200000 sec): 3 clusters
  Score: Raw -116830.880791 + Penalty 2350.638269 = -114480.242522
  nChanged 80
		SP:Iteration 5F (142916.420000 sec): 3 clusters
  Score: Raw -116957.626992 + Penalty 2350.638269 = -114606.988723
  nChanged 62
		SP:Iteration 6Q (142916.590000 sec): 3 clusters
  Score: Raw -117036.009798 + Penalty 2350.638269 = -114685.371529
  nChanged 34
		SP:Iteration 7Q (142916.770000 sec): 3 clusters
  Score: Raw -117073.021093 + Penalty 2350.638269 = -114722.382824
  nChanged 29
		SP:Iteration 8Q (142916.970000 sec): 3 clusters
  Score: Raw -117103.132892 + Penalty 2350.638269 = -114752.494623
  nChanged 17
		SP:Iteration 9Q (142917.120000 sec): 3 clusters
  Score: Raw -117125.603210 + Penalty 2350.638269 = -114774.964941
  nChanged 16
		SP:Iteration 10Q (142917.300000 sec): 3 clusters
  Score: Raw -117139.655111 + Penalty 2350.638269 = -114789.016842
  nChanged 7
		SP:Iteration 11Q (142917.490000 sec): 3 clusters
  Score: Raw -117144.223336 + Penalty 2350.638269 = -114793.585067
  nChanged 1
		SP:Iteration 12Q (142917.690000 sec): 3 clusters
  Score: Raw -117144.707520 + Penalty 2350.638269 = -114794.069251
  nChanged 0
		SP:Iteration 13F (142917.840000 sec): 3 clusters
  Score: Raw -117144.707520 + Penalty 2350.638269 = -114794.069251
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142917.930000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142918.160000 sec): 3 clusters
  Score: Raw -30608.194590 + Penalty 1847.163424 = -28761.031166
  nChanged 46
		SP:Iteration 1F (142918.310000 sec): 3 clusters
  Score: Raw -30701.822764 + Penalty 1847.163424 = -28854.659340
  nChanged 11
		SP:Iteration 2Q (142918.470000 sec): 3 clusters
  Score: Raw -30730.663614 + Penalty 1847.163424 = -28883.500190
  nChanged 3
		SP:Iteration 3Q (142918.650000 sec): 3 clusters
  Score: Raw -30742.372521 + Penalty 1847.163424 = -28895.209096
  nChanged 2
		SP:Iteration 4Q (142918.860000 sec): 3 clusters
  Score: Raw -30748.771843 + Penalty 1847.163424 = -28901.608418
  nChanged 0
		SP:Iteration 5F (142919.030000 sec): 3 clusters
  Score: Raw -30748.771843 + Penalty 1847.163424 = -28901.608418
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142919.110000 sec): 2 clusters
  Score: Raw -279049.912633 + Penalty 1274.625404 = -277775.287230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142919.290000 sec): 3 clusters
  Score: Raw -277844.957062 + Penalty 2549.250807 = -275295.706255
  nChanged 956
		SP:Iteration 1F (142919.510000 sec): 3 clusters
  Score: Raw -278435.134683 + Penalty 2549.250807 = -275885.883876
  nChanged 188
		SP:Iteration 2F (142919.690000 sec): 3 clusters
  Score: Raw -278564.141476 + Penalty 2549.250807 = -276014.890668
  nChanged 117
		SP:Iteration 3Q (142919.890000 sec): 3 clusters
  Score: Raw -278631.661779 + Penalty 2549.250807 = -276082.410971
  nChanged 74
		SP:Iteration 4Q (142920.110000 sec): 3 clusters
  Score: Raw -278674.692381 + Penalty 2549.250807 = -276125.441573
  nChanged 72
		SP:Iteration 5Q (142920.280000 sec): 3 clusters
  Score: Raw -278718.219755 + Penalty 2549.250807 = -276168.968948
  nChanged 58
		SP:Iteration 6Q (142920.490000 sec): 3 clusters
  Score: Raw -278755.430093 + Penalty 2549.250807 = -276206.179285
  nChanged 55
		SP:Iteration 7Q (142920.640000 sec): 3 clusters
  Score: Raw -278790.731909 + Penalty 2549.250807 = -276241.481102
  nChanged 43
		SP:Iteration 8Q (142920.850000 sec): 3 clusters
  Score: Raw -278816.019470 + Penalty 2549.250807 = -276266.768663
  nChanged 34
		SP:Iteration 9Q (142921.000000 sec): 3 clusters
  Score: Raw -278834.845621 + Penalty 2549.250807 = -276285.594813
  nChanged 34
		SP:Iteration 10Q (142921.190000 sec): 3 clusters
  Score: Raw -278852.336264 + Penalty 2549.250807 = -276303.085457
  nChanged 25
		SP:Iteration 11Q (142921.330000 sec): 3 clusters
  Score: Raw -278867.341741 + Penalty 2549.250807 = -276318.090934
  nChanged 32
		SP:Iteration 12Q (142921.530000 sec): 3 clusters
  Score: Raw -278886.740278 + Penalty 2549.250807 = -276337.489470
  nChanged 34
		SP:Iteration 13Q (142921.700000 sec): 3 clusters
  Score: Raw -278909.259254 + Penalty 2549.250807 = -276360.008446
  nChanged 37
		SP:Iteration 14Q (142921.920000 sec): 3 clusters
  Score: Raw -278934.045963 + Penalty 2549.250807 = -276384.795155
  nChanged 32
		SP:Iteration 15Q (142922.100000 sec): 3 clusters
  Score: Raw -278957.407062 + Penalty 2549.250807 = -276408.156255
  nChanged 32
		SP:Iteration 16Q (142922.290000 sec): 3 clusters
  Score: Raw -278983.150168 + Penalty 2549.250807 = -276433.899361
  nChanged 34
		SP:Iteration 17Q (142922.500000 sec): 3 clusters
  Score: Raw -279013.537809 + Penalty 2549.250807 = -276464.287002
  nChanged 28
		SP:Iteration 18Q (142922.670000 sec): 3 clusters
  Score: Raw -279040.314233 + Penalty 2549.250807 = -276491.063426
  nChanged 26
		SP:Iteration 19Q (142922.900000 sec): 3 clusters
  Score: Raw -279057.151295 + Penalty 2549.250807 = -276507.900487
  nChanged 27
		SP:Iteration 20F (142923.080000 sec): 3 clusters
  Score: Raw -279078.556798 + Penalty 2549.250807 = -276529.305990
  nChanged 26
		SP:Iteration 21Q (142923.250000 sec): 3 clusters
  Score: Raw -279099.570129 + Penalty 2549.250807 = -276550.319322
  nChanged 21
		SP:Iteration 22Q (142923.420000 sec): 3 clusters
  Score: Raw -279111.383473 + Penalty 2549.250807 = -276562.132666
  nChanged 17
		SP:Iteration 23Q (142923.610000 sec): 3 clusters
  Score: Raw -279122.788738 + Penalty 2549.250807 = -276573.537931
  nChanged 21
		SP:Iteration 24Q (142923.830000 sec): 3 clusters
  Score: Raw -279139.406031 + Penalty 2549.250807 = -276590.155224
  nChanged 19
		SP:Iteration 25Q (142924.030000 sec): 3 clusters
  Score: Raw -279147.703685 + Penalty 2549.250807 = -276598.452877
  nChanged 10
		SP:Iteration 26Q (142924.200000 sec): 3 clusters
  Score: Raw -279152.343665 + Penalty 2549.250807 = -276603.092857
  nChanged 12
		SP:Iteration 27Q (142924.390000 sec): 3 clusters
  Score: Raw -279157.020876 + Penalty 2549.250807 = -276607.770069
  nChanged 7
		SP:Iteration 28Q (142924.640000 sec): 3 clusters
  Score: Raw -279159.487900 + Penalty 2549.250807 = -276610.237092
  nChanged 5
		SP:Iteration 29Q (142924.850000 sec): 3 clusters
  Score: Raw -279163.419109 + Penalty 2549.250807 = -276614.168301
  nChanged 10
		SP:Iteration 30Q (142925.040000 sec): 3 clusters
  Score: Raw -279171.783523 + Penalty 2549.250807 = -276622.532716
  nChanged 9
		SP:Iteration 31Q (142925.270000 sec): 3 clusters
  Score: Raw -279176.531118 + Penalty 2549.250807 = -276627.280311
  nChanged 5
		SP:Iteration 32Q (142925.430000 sec): 3 clusters
  Score: Raw -279178.341795 + Penalty 2549.250807 = -276629.090988
  nChanged 2
		SP:Iteration 33Q (142925.600000 sec): 3 clusters
  Score: Raw -279178.686215 + Penalty 2549.250807 = -276629.435408
  nChanged 1
		SP:Iteration 34Q (142925.820000 sec): 3 clusters
  Score: Raw -279179.124645 + Penalty 2549.250807 = -276629.873837
  nChanged 2
		SP:Iteration 35Q (142925.990000 sec): 3 clusters
  Score: Raw -279179.887773 + Penalty 2549.250807 = -276630.636965
  nChanged 3
		SP:Iteration 36Q (142926.180000 sec): 3 clusters
  Score: Raw -279181.270208 + Penalty 2549.250807 = -276632.019400
  nChanged 4
		SP:Iteration 37Q (142926.350000 sec): 3 clusters
  Score: Raw -279184.153061 + Penalty 2549.250807 = -276634.902253
  nChanged 5
		SP:Iteration 38Q (142926.600000 sec): 3 clusters
  Score: Raw -279186.775260 + Penalty 2549.250807 = -276637.524453
  nChanged 1
		SP:Iteration 39Q (142926.760000 sec): 3 clusters
  Score: Raw -279187.418746 + Penalty 2549.250807 = -276638.167939
  nChanged 1
		SP:Iteration 40F (142926.930000 sec): 3 clusters
  Score: Raw -279188.344791 + Penalty 2549.250807 = -276639.093984
  nChanged 3
		SP:Iteration 41Q (142927.110000 sec): 3 clusters
  Score: Raw -279189.018211 + Penalty 2549.250807 = -276639.767404
  nChanged 4
		SP:Iteration 42Q (142927.330000 sec): 3 clusters
  Score: Raw -279190.516089 + Penalty 2549.250807 = -276641.265282
  nChanged 2
		SP:Iteration 43Q (142927.500000 sec): 3 clusters
  Score: Raw -279192.173676 + Penalty 2549.250807 = -276642.922868
  nChanged 2
		SP:Iteration 44Q (142927.690000 sec): 3 clusters
  Score: Raw -279193.584301 + Penalty 2549.250807 = -276644.333493
  nChanged 1
		SP:Iteration 45Q (142927.880000 sec): 3 clusters
  Score: Raw -279194.106622 + Penalty 2549.250807 = -276644.855815
  nChanged 2
		SP:Iteration 46Q (142928.080000 sec): 3 clusters
  Score: Raw -279195.240724 + Penalty 2549.250807 = -276645.989916
  nChanged 2
		SP:Iteration 47Q (142928.210000 sec): 3 clusters
  Score: Raw -279196.919431 + Penalty 2549.250807 = -276647.668623
  nChanged 4
		SP:Iteration 48Q (142928.400000 sec): 3 clusters
  Score: Raw -279201.316927 + Penalty 2549.250807 = -276652.066119
  nChanged 4
		SP:Iteration 49Q (142928.590000 sec): 3 clusters
  Score: Raw -279205.143546 + Penalty 2549.250807 = -276655.892739
  nChanged 6
		SP:Iteration 50Q (142928.740000 sec): 3 clusters
  Score: Raw -279208.512345 + Penalty 2549.250807 = -276659.261537
  nChanged 5
		SP:Iteration 51Q (142928.920000 sec): 3 clusters
  Score: Raw -279210.970623 + Penalty 2549.250807 = -276661.719816
  nChanged 3
		SP:Iteration 52Q (142929.110000 sec): 3 clusters
  Score: Raw -279212.097423 + Penalty 2549.250807 = -276662.846616
  nChanged 3
		SP:Iteration 53Q (142929.230000 sec): 3 clusters
  Score: Raw -279212.982504 + Penalty 2549.250807 = -276663.731697
  nChanged 1
		SP:Iteration 54Q (142929.430000 sec): 3 clusters
  Score: Raw -279213.283162 + Penalty 2549.250807 = -276664.032355
  nChanged 1
		SP:Iteration 55Q (142929.600000 sec): 3 clusters
  Score: Raw -279213.491203 + Penalty 2549.250807 = -276664.240396
  nChanged 1
		SP:Iteration 56Q (142929.790000 sec): 3 clusters
  Score: Raw -279214.208393 + Penalty 2549.250807 = -276664.957585
  nChanged 3
		SP:Iteration 57Q (142929.970000 sec): 3 clusters
  Score: Raw -279215.098498 + Penalty 2549.250807 = -276665.847690
  nChanged 0
		SP:Iteration 58F (142930.190000 sec): 3 clusters
  Score: Raw -279215.098498 + Penalty 2549.250807 = -276665.847690
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142930.290000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142930.500000 sec): 3 clusters
  Score: Raw -49848.259123 + Penalty 1997.557009 = -47850.702115
  nChanged 108
		SP:Iteration 1F (142930.690000 sec): 3 clusters
  Score: Raw -49985.771721 + Penalty 1997.557009 = -47988.214712
  nChanged 26
		SP:Iteration 2F (142930.870000 sec): 3 clusters
  Score: Raw -50022.768125 + Penalty 1997.557009 = -48025.211116
  nChanged 8
		SP:Iteration 3Q (142931.050000 sec): 3 clusters
  Score: Raw -50039.745798 + Penalty 1997.557009 = -48042.188790
  nChanged 4
		SP:Iteration 4Q (142931.280000 sec): 3 clusters
  Score: Raw -50045.198908 + Penalty 1997.557009 = -48047.641900
  nChanged 2
		SP:Iteration 5Q (142931.430000 sec): 3 clusters
  Score: Raw -50047.081090 + Penalty 1997.557009 = -48049.524081
  nChanged 2
		SP:Iteration 6Q (142931.620000 sec): 3 clusters
  Score: Raw -50048.398435 + Penalty 1997.557009 = -48050.841427
  nChanged 3
		SP:Iteration 7Q (142931.800000 sec): 3 clusters
  Score: Raw -50051.095190 + Penalty 1997.557009 = -48053.538181
  nChanged 2
		SP:Iteration 8Q (142932.030000 sec): 3 clusters
  Score: Raw -50054.324655 + Penalty 1997.557009 = -48056.767647
  nChanged 3
		SP:Iteration 9Q (142932.220000 sec): 3 clusters
  Score: Raw -50059.539370 + Penalty 1997.557009 = -48061.982361
  nChanged 2
		SP:Iteration 10Q (142932.370000 sec): 3 clusters
  Score: Raw -50064.062728 + Penalty 1997.557009 = -48066.505719
  nChanged 5
		SP:Iteration 11Q (142932.510000 sec): 3 clusters
  Score: Raw -50072.023415 + Penalty 1997.557009 = -48074.466406
  nChanged 2
		SP:Iteration 12Q (142932.720000 sec): 3 clusters
  Score: Raw -50075.509430 + Penalty 1997.557009 = -48077.952421
  nChanged 3
		SP:Iteration 13Q (142932.890000 sec): 3 clusters
  Score: Raw -50081.788654 + Penalty 1997.557009 = -48084.231645
  nChanged 0
		SP:Iteration 14F (142933.090000 sec): 3 clusters
  Score: Raw -50081.788654 + Penalty 1997.557009 = -48084.231645
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (7589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142933.250000 sec): 2 clusters
  Score: Raw -857463.386665 + Penalty 1451.848955 = -856011.537710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142933.450000 sec): 3 clusters
  Score: Raw -853266.812256 + Penalty 2903.697911 = -850363.114345
  nChanged 3194
		SP:Iteration 1F (142933.670000 sec): 3 clusters
  Score: Raw -854946.426015 + Penalty 2903.697911 = -852042.728105
  nChanged 452
		SP:Iteration 2F (142933.890000 sec): 3 clusters
  Score: Raw -855125.977100 + Penalty 2903.697911 = -852222.279189
  nChanged 323
		SP:Iteration 3Q (142934.060000 sec): 3 clusters
  Score: Raw -855235.378598 + Penalty 2903.697911 = -852331.680688
  nChanged 248
		SP:Iteration 4Q (142934.260000 sec): 3 clusters
  Score: Raw -855322.604201 + Penalty 2903.697911 = -852418.906291
  nChanged 213
		SP:Iteration 5Q (142934.510000 sec): 3 clusters
  Score: Raw -855384.689606 + Penalty 2903.697911 = -852480.991695
  nChanged 168
		SP:Iteration 6Q (142934.670000 sec): 3 clusters
  Score: Raw -855429.538317 + Penalty 2903.697911 = -852525.840407
  nChanged 147
		SP:Iteration 7Q (142934.860000 sec): 3 clusters
  Score: Raw -855474.187444 + Penalty 2903.697911 = -852570.489534
  nChanged 169
		SP:Iteration 8Q (142935.050000 sec): 3 clusters
  Score: Raw -855521.347187 + Penalty 2903.697911 = -852617.649276
  nChanged 141
		SP:Iteration 9Q (142935.260000 sec): 3 clusters
  Score: Raw -855564.214405 + Penalty 2903.697911 = -852660.516495
  nChanged 139
		SP:Iteration 10Q (142935.450000 sec): 3 clusters
  Score: Raw -855612.246555 + Penalty 2903.697911 = -852708.548645
  nChanged 165
		SP:Iteration 11Q (142935.650000 sec): 3 clusters
  Score: Raw -855668.325487 + Penalty 2903.697911 = -852764.627577
  nChanged 170
		SP:Iteration 12Q (142935.810000 sec): 3 clusters
  Score: Raw -855732.081849 + Penalty 2903.697911 = -852828.383938
  nChanged 203
		SP:Iteration 13Q (142935.990000 sec): 3 clusters
  Score: Raw -855826.602530 + Penalty 2903.697911 = -852922.904620
  nChanged 241
		SP:Iteration 14Q (142936.190000 sec): 3 clusters
  Score: Raw -855952.790026 + Penalty 2903.697911 = -853049.092115
  nChanged 254
		SP:Iteration 15Q (142936.390000 sec): 3 clusters
  Score: Raw -856102.297525 + Penalty 2903.697911 = -853198.599614
  nChanged 284
		SP:Iteration 16Q (142936.550000 sec): 3 clusters
  Score: Raw -856275.571464 + Penalty 2903.697911 = -853371.873553
  nChanged 281
		SP:Iteration 17Q (142936.740000 sec): 3 clusters
  Score: Raw -856464.689924 + Penalty 2903.697911 = -853560.992013
  nChanged 290
		SP:Iteration 18Q (142936.910000 sec): 3 clusters
  Score: Raw -856677.971556 + Penalty 2903.697911 = -853774.273645
  nChanged 276
		SP:Iteration 19Q (142937.100000 sec): 3 clusters
  Score: Raw -856891.885243 + Penalty 2903.697911 = -853988.187332
  nChanged 220
		SP:Iteration 20F (142937.240000 sec): 3 clusters
  Score: Raw -857063.997153 + Penalty 2903.697911 = -854160.299242
  nChanged 190
		SP:Iteration 21Q (142937.440000 sec): 3 clusters
  Score: Raw -857206.442285 + Penalty 2903.697911 = -854302.744375
  nChanged 132
		SP:Iteration 22Q (142937.610000 sec): 3 clusters
  Score: Raw -857327.688587 + Penalty 2903.697911 = -854423.990676
  nChanged 103
		SP:Iteration 23Q (142937.770000 sec): 3 clusters
  Score: Raw -857419.549795 + Penalty 2903.697911 = -854515.851885
  nChanged 66
		SP:Iteration 24Q (142937.980000 sec): 3 clusters
  Score: Raw -857481.673128 + Penalty 2903.697911 = -854577.975217
  nChanged 42
		SP:Iteration 25Q (142938.150000 sec): 3 clusters
  Score: Raw -857528.828473 + Penalty 2903.697911 = -854625.130563
  nChanged 31
		SP:Iteration 26Q (142938.280000 sec): 3 clusters
  Score: Raw -857562.237502 + Penalty 2903.697911 = -854658.539592
  nChanged 18
		SP:Iteration 27Q (142938.440000 sec): 3 clusters
  Score: Raw -857582.995012 + Penalty 2903.697911 = -854679.297102
  nChanged 14
		SP:Iteration 28Q (142938.630000 sec): 3 clusters
  Score: Raw -857602.984708 + Penalty 2903.697911 = -854699.286797
  nChanged 13
		SP:Iteration 29Q (142938.780000 sec): 3 clusters
  Score: Raw -857619.136780 + Penalty 2903.697911 = -854715.438869
  nChanged 13
		SP:Iteration 30Q (142938.930000 sec): 3 clusters
  Score: Raw -857634.340460 + Penalty 2903.697911 = -854730.642549
  nChanged 6
		SP:Iteration 31Q (142939.110000 sec): 3 clusters
  Score: Raw -857643.621770 + Penalty 2903.697911 = -854739.923859
  nChanged 6
		SP:Iteration 32Q (142939.280000 sec): 3 clusters
  Score: Raw -857657.047575 + Penalty 2903.697911 = -854753.349665
  nChanged 7
		SP:Iteration 33Q (142939.470000 sec): 3 clusters
  Score: Raw -857665.387278 + Penalty 2903.697911 = -854761.689367
  nChanged 2
		SP:Iteration 34Q (142939.670000 sec): 3 clusters
  Score: Raw -857667.742346 + Penalty 2903.697911 = -854764.044435
  nChanged 1
		SP:Iteration 35Q (142939.810000 sec): 3 clusters
  Score: Raw -857668.948776 + Penalty 2903.697911 = -854765.250866
  nChanged 1
		SP:Iteration 36Q (142939.990000 sec): 3 clusters
  Score: Raw -857670.578048 + Penalty 2903.697911 = -854766.880137
  nChanged 2
		SP:Iteration 37Q (142940.150000 sec): 3 clusters
  Score: Raw -857672.221671 + Penalty 2903.697911 = -854768.523760
  nChanged 0
		SP:Iteration 38F (142940.320000 sec): 3 clusters
  Score: Raw -857672.221671 + Penalty 2903.697911 = -854768.523760
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (163884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (142941.080000 sec): 2 clusters
  Score: Raw -17100204.360408 + Penalty 1951.123548 = -17098253.236860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (142942.010000 sec): 3 clusters
  Score: Raw -16992093.386210 + Penalty 3902.247095 = -16988191.139114
  nChanged 79445
		SP:Iteration 1F (142942.910000 sec): 3 clusters
  Score: Raw -17038740.501730 + Penalty 3902.247095 = -17034838.254635
  nChanged 5648
		SP:Iteration 2Q (142943.850000 sec): 3 clusters
  Score: Raw -17040258.830038 + Penalty 3902.247095 = -17036356.582943
  nChanged 6889
		SP:Iteration 3Q (142944.790000 sec): 3 clusters
  Score: Raw -17042747.812509 + Penalty 3902.247095 = -17038845.565413
  nChanged 8948
		SP:Iteration 4F (142945.630000 sec): 3 clusters
  Score: Raw -17047063.752739 + Penalty 3902.247095 = -17043161.505644
  nChanged 11459
		SP:Iteration 5F (142946.490000 sec): 3 clusters
  Score: Raw -17054429.267587 + Penalty 3902.247095 = -17050527.020491
  nChanged 13780
		SP:Iteration 6F (142947.420000 sec): 3 clusters
  Score: Raw -17065673.650023 + Penalty 3902.247095 = -17061771.402928
  nChanged 14182
		SP:Iteration 7F (142948.220000 sec): 3 clusters
  Score: Raw -17079141.654517 + Penalty 3902.247095 = -17075239.407422
  nChanged 11302
		SP:Iteration 8F (142949.100000 sec): 3 clusters
  Score: Raw -17090565.818336 + Penalty 3902.247095 = -17086663.571241
  nChanged 6422
		SP:Iteration 9Q (142950.030000 sec): 3 clusters
  Score: Raw -17096782.877967 + Penalty 3902.247095 = -17092880.630871
  nChanged 2699
		SP:Iteration 10Q (142950.840000 sec): 3 clusters
  Score: Raw -17099214.550768 + Penalty 3902.247095 = -17095312.303673
  nChanged 928
		SP:Iteration 11Q (142951.580000 sec): 3 clusters
  Score: Raw -17100037.989245 + Penalty 3902.247095 = -17096135.742150
  nChanged 357
		SP:Iteration 12Q (142952.280000 sec): 3 clusters
  Score: Raw -17100380.883764 + Penalty 3902.247095 = -17096478.636669
  nChanged 156
		SP:Iteration 13Q (142953.050000 sec): 3 clusters
  Score: Raw -17100534.753578 + Penalty 3902.247095 = -17096632.506483
  nChanged 98
		SP:Iteration 14Q (142953.740000 sec): 3 clusters
  Score: Raw -17100607.985051 + Penalty 3902.247095 = -17096705.737956
  nChanged 59
		SP:Iteration 15Q (142954.560000 sec): 3 clusters
  Score: Raw -17100644.190457 + Penalty 3902.247095 = -17096741.943362
  nChanged 31
		SP:Iteration 16Q (142955.380000 sec): 3 clusters
  Score: Raw -17100660.918619 + Penalty 3902.247095 = -17096758.671524
  nChanged 22
		SP:Iteration 17Q (142956.200000 sec): 3 clusters
  Score: Raw -17100671.170340 + Penalty 3902.247095 = -17096768.923245
  nChanged 15
		SP:Iteration 18Q (142957.040000 sec): 3 clusters
  Score: Raw -17100678.891355 + Penalty 3902.247095 = -17096776.644260
  nChanged 12
		SP:Iteration 19Q (142957.940000 sec): 3 clusters
  Score: Raw -17100683.595588 + Penalty 3902.247095 = -17096781.348493
  nChanged 6
		SP:Iteration 20F (142958.900000 sec): 3 clusters
  Score: Raw -17100686.179761 + Penalty 3902.247095 = -17096783.932666
  nChanged 5
		SP:Iteration 21Q (142959.820000 sec): 3 clusters
  Score: Raw -17100688.453160 + Penalty 3902.247095 = -17096786.206065
  nChanged 4
		SP:Iteration 22Q (142960.640000 sec): 3 clusters
  Score: Raw -17100690.138852 + Penalty 3902.247095 = -17096787.891756
  nChanged 3
		SP:Iteration 23Q (142961.520000 sec): 3 clusters
  Score: Raw -17100691.872218 + Penalty 3902.247095 = -17096789.625123
  nChanged 6
		SP:Iteration 24Q (142962.410000 sec): 3 clusters
  Score: Raw -17100695.596832 + Penalty 3902.247095 = -17096793.349737
  nChanged 6
		SP:Iteration 25Q (142963.170000 sec): 3 clusters
  Score: Raw -17100698.972291 + Penalty 3902.247095 = -17096796.725195
  nChanged 8
		SP:Iteration 26Q (142963.930000 sec): 3 clusters
  Score: Raw -17100702.610717 + Penalty 3902.247095 = -17096800.363621
  nChanged 5
		SP:Iteration 27Q (142964.640000 sec): 3 clusters
  Score: Raw -17100705.953192 + Penalty 3902.247095 = -17096803.706097
  nChanged 7
		SP:Iteration 28Q (142965.390000 sec): 3 clusters
  Score: Raw -17100709.005255 + Penalty 3902.247095 = -17096806.758160
  nChanged 4
		SP:Iteration 29Q (142966.090000 sec): 3 clusters
  Score: Raw -17100710.605169 + Penalty 3902.247095 = -17096808.358074
  nChanged 1
		SP:Iteration 30Q (142966.830000 sec): 3 clusters
  Score: Raw -17100711.007941 + Penalty 3902.247095 = -17096808.760845
  nChanged 0
		SP:Iteration 31F (142967.690000 sec): 3 clusters
  Score: Raw -17100711.007941 + Penalty 3902.247095 = -17096808.760845
  nChanged 0
Iteration 619Q (143050.780000 sec): 75 clusters
  Score: Raw -138118721.938567 + Penalty 169872.908604 = -137948849.029963
  nChanged 159
Iteration 620F (143217.730000 sec): 75 clusters
  Score: Raw -138118725.640112 + Penalty 169872.908604 = -137948852.731508
  nChanged 141
Iteration 621Q (143293.900000 sec): 75 clusters
  Score: Raw -138118728.995235 + Penalty 169872.908604 = -137948856.086631
  nChanged 139
Iteration 622Q (143376.340000 sec): 75 clusters
  Score: Raw -138118732.406613 + Penalty 169872.908604 = -137948859.498008
  nChanged 158
Iteration 623Q (143456.910000 sec): 75 clusters
  Score: Raw -138118736.077043 + Penalty 169872.908604 = -137948863.168438
  nChanged 144
Iteration 624Q (143537.720000 sec): 75 clusters
  Score: Raw -138118739.580024 + Penalty 169872.908604 = -137948866.671420
  nChanged 141
Iteration 625Q (143620.790000 sec): 75 clusters
  Score: Raw -138118743.237246 + Penalty 169872.908604 = -137948870.328642
  nChanged 136
Iteration 626Q (143705.260000 sec): 75 clusters
  Score: Raw -138118746.225158 + Penalty 169872.908604 = -137948873.316553
  nChanged 121
Iteration 627Q (143786.530000 sec): 75 clusters
  Score: Raw -138118749.075755 + Penalty 169872.908604 = -137948876.167151
  nChanged 126
Iteration 628Q (143872.200000 sec): 75 clusters
  Score: Raw -138118752.093117 + Penalty 169872.908604 = -137948879.184512
  nChanged 111
Iteration 629Q (143959.490000 sec): 75 clusters
  Score: Raw -138118754.532825 + Penalty 169872.908604 = -137948881.624221
  nChanged 108
Iteration 630Q (144042.380000 sec): 75 clusters
  Score: Raw -138118757.058205 + Penalty 169872.908604 = -137948884.149601
  nChanged 92
Iteration 631Q (144131.220000 sec): 75 clusters
  Score: Raw -138118758.885161 + Penalty 169872.908604 = -137948885.976557
  nChanged 72
Iteration 632Q (144225.680000 sec): 75 clusters
  Score: Raw -138118760.732908 + Penalty 169872.908604 = -137948887.824304
  nChanged 72
Iteration 633Q (144316.630000 sec): 75 clusters
  Score: Raw -138118762.108068 + Penalty 169872.908604 = -137948889.199464
  nChanged 77
Iteration 634Q (144408.540000 sec): 75 clusters
  Score: Raw -138118764.227798 + Penalty 169872.908604 = -137948891.319193
  nChanged 80
Iteration 635Q (144501.960000 sec): 75 clusters
  Score: Raw -138118766.225453 + Penalty 169872.908604 = -137948893.316848
  nChanged 79
Iteration 636Q (144587.320000 sec): 75 clusters
  Score: Raw -138118768.315182 + Penalty 169872.908604 = -137948895.406578
  nChanged 90
Iteration 637Q (144673.200000 sec): 75 clusters
  Score: Raw -138118770.200570 + Penalty 169872.908604 = -137948897.291966
  nChanged 86
Iteration 638Q (144757.200000 sec): 75 clusters
  Score: Raw -138118772.084633 + Penalty 169872.908604 = -137948899.176028
  nChanged 91
Iteration 639Q (144837.460000 sec): 75 clusters
  Score: Raw -138118774.001450 + Penalty 169872.908604 = -137948901.092846
  nChanged 112
Iteration 640F (144995.390000 sec): 75 clusters
  Score: Raw -138118776.269359 + Penalty 169872.908604 = -137948903.360755
  nChanged 98
Iteration 641Q (145087.830000 sec): 75 clusters
  Score: Raw -138118778.324573 + Penalty 169872.908604 = -137948905.415968
  nChanged 103
Iteration 642Q (145182.760000 sec): 75 clusters
  Score: Raw -138118780.657082 + Penalty 169872.908604 = -137948907.748477
  nChanged 99
Iteration 643Q (145271.270000 sec): 75 clusters
  Score: Raw -138118782.825010 + Penalty 169872.908604 = -137948909.916406
  nChanged 106
Iteration 644Q (145368.090000 sec): 75 clusters
  Score: Raw -138118785.720582 + Penalty 169872.908604 = -137948912.811977
  nChanged 108
Iteration 645Q (145465.270000 sec): 75 clusters
  Score: Raw -138118788.192693 + Penalty 169872.908604 = -137948915.284089
  nChanged 98
Iteration 646Q (145568.660000 sec): 75 clusters
  Score: Raw -138118790.913208 + Penalty 169872.908604 = -137948918.004603
  nChanged 102
Iteration 647Q (145653.750000 sec): 75 clusters
  Score: Raw -138118793.341352 + Penalty 169872.908604 = -137948920.432748
  nChanged 100
Iteration 648Q (145737.650000 sec): 75 clusters
  Score: Raw -138118796.226056 + Penalty 169872.908604 = -137948923.317451
  nChanged 110
Iteration 649Q (145833.660000 sec): 75 clusters
  Score: Raw -138118799.008715 + Penalty 169872.908604 = -137948926.100111
  nChanged 111
Iteration 650Q (145920.840000 sec): 75 clusters
  Score: Raw -138118801.464534 + Penalty 169872.908604 = -137948928.555930
  nChanged 99
Iteration 651Q (146005.160000 sec): 75 clusters
  Score: Raw -138118803.977737 + Penalty 169872.908604 = -137948931.069132
  nChanged 86
Iteration 652Q (146088.390000 sec): 75 clusters
  Score: Raw -138118806.025603 + Penalty 169872.908604 = -137948933.116998
  nChanged 88
Iteration 653Q (146172.070000 sec): 75 clusters
  Score: Raw -138118807.984844 + Penalty 169872.908604 = -137948935.076239
  nChanged 86
Iteration 654Q (146262.970000 sec): 75 clusters
  Score: Raw -138118810.125311 + Penalty 169872.908604 = -137948937.216707
  nChanged 85
Iteration 655Q (146350.970000 sec): 75 clusters
  Score: Raw -138118812.965914 + Penalty 169872.908604 = -137948940.057310
  nChanged 103
Iteration 656Q (146434.370000 sec): 75 clusters
  Score: Raw -138118816.317177 + Penalty 169872.908604 = -137948943.408573
  nChanged 103
Iteration 657Q (146517.660000 sec): 75 clusters
  Score: Raw -138118819.522349 + Penalty 169872.908604 = -137948946.613744
  nChanged 92
Iteration 658Q (146603.320000 sec): 75 clusters
  Score: Raw -138118822.481199 + Penalty 169872.908604 = -137948949.572595
  nChanged 77
Writing temp clu file 
Because OldScore, -137948946.613744, is greater than current (better) Score,-137948949.572595 
 Compute initial score before splitting:   Score: Raw -138118822.481199 + Penalty 169872.908604 = -137948949.572595
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146603.860000 sec): 2 clusters
  Score: Raw -112293.400014 + Penalty 1146.348069 = -111147.051944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146604.050000 sec): 3 clusters
  Score: Raw -111888.987332 + Penalty 2292.696139 = -109596.291193
  nChanged 371
		SP:Iteration 1F (146604.280000 sec): 3 clusters
  Score: Raw -112205.419517 + Penalty 2292.696139 = -109912.723378
  nChanged 103
		SP:Iteration 2F (146604.480000 sec): 3 clusters
  Score: Raw -112330.866248 + Penalty 2292.696139 = -110038.170109
  nChanged 67
		SP:Iteration 3F (146604.660000 sec): 3 clusters
  Score: Raw -112428.262170 + Penalty 2292.696139 = -110135.566031
  nChanged 41
		SP:Iteration 4Q (146604.850000 sec): 3 clusters
  Score: Raw -112476.382421 + Penalty 2292.696139 = -110183.686282
  nChanged 29
		SP:Iteration 5Q (146605.050000 sec): 3 clusters
  Score: Raw -112504.972034 + Penalty 2292.696139 = -110212.275895
  nChanged 24
		SP:Iteration 6Q (146605.200000 sec): 3 clusters
  Score: Raw -112543.546912 + Penalty 2292.696139 = -110250.850774
  nChanged 25
		SP:Iteration 7Q (146605.350000 sec): 3 clusters
  Score: Raw -112578.845755 + Penalty 2292.696139 = -110286.149616
  nChanged 31
		SP:Iteration 8Q (146605.570000 sec): 3 clusters
  Score: Raw -112622.511753 + Penalty 2292.696139 = -110329.815614
  nChanged 30
		SP:Iteration 9Q (146605.740000 sec): 3 clusters
  Score: Raw -112650.197496 + Penalty 2292.696139 = -110357.501357
  nChanged 19
		SP:Iteration 10Q (146605.920000 sec): 3 clusters
  Score: Raw -112672.393237 + Penalty 2292.696139 = -110379.697098
  nChanged 15
		SP:Iteration 11Q (146606.130000 sec): 3 clusters
  Score: Raw -112682.230068 + Penalty 2292.696139 = -110389.533929
  nChanged 9
		SP:Iteration 12Q (146606.380000 sec): 3 clusters
  Score: Raw -112689.071094 + Penalty 2292.696139 = -110396.374955
  nChanged 6
		SP:Iteration 13Q (146606.550000 sec): 3 clusters
  Score: Raw -112693.111016 + Penalty 2292.696139 = -110400.414877
  nChanged 7
		SP:Iteration 14Q (146606.730000 sec): 3 clusters
  Score: Raw -112696.635637 + Penalty 2292.696139 = -110403.939498
  nChanged 3
		SP:Iteration 15Q (146606.930000 sec): 3 clusters
  Score: Raw -112699.883484 + Penalty 2292.696139 = -110407.187345
  nChanged 5
		SP:Iteration 16Q (146607.130000 sec): 3 clusters
  Score: Raw -112703.940128 + Penalty 2292.696139 = -110411.243989
  nChanged 8
		SP:Iteration 17Q (146607.290000 sec): 3 clusters
  Score: Raw -112717.382589 + Penalty 2292.696139 = -110424.686450
  nChanged 10
		SP:Iteration 18Q (146607.470000 sec): 3 clusters
  Score: Raw -112725.187257 + Penalty 2292.696139 = -110432.491119
  nChanged 5
		SP:Iteration 19Q (146607.720000 sec): 3 clusters
  Score: Raw -112730.311440 + Penalty 2292.696139 = -110437.615301
  nChanged 4
		SP:Iteration 20F (146607.870000 sec): 3 clusters
  Score: Raw -112734.724567 + Penalty 2292.696139 = -110442.028428
  nChanged 3
		SP:Iteration 21Q (146608.070000 sec): 3 clusters
  Score: Raw -112737.596080 + Penalty 2292.696139 = -110444.899941
  nChanged 4
		SP:Iteration 22Q (146608.240000 sec): 3 clusters
  Score: Raw -112741.140658 + Penalty 2292.696139 = -110448.444519
  nChanged 3
		SP:Iteration 23Q (146608.490000 sec): 3 clusters
  Score: Raw -112743.702084 + Penalty 2292.696139 = -110451.005945
  nChanged 3
		SP:Iteration 24Q (146608.680000 sec): 3 clusters
  Score: Raw -112745.174626 + Penalty 2292.696139 = -110452.478487
  nChanged 1
		SP:Iteration 25Q (146608.830000 sec): 3 clusters
  Score: Raw -112745.902518 + Penalty 2292.696139 = -110453.206379
  nChanged 1
		SP:Iteration 26Q (146609.070000 sec): 3 clusters
  Score: Raw -112746.417866 + Penalty 2292.696139 = -110453.721727
  nChanged 0
		SP:Iteration 27F (146609.250000 sec): 3 clusters
  Score: Raw -112746.417866 + Penalty 2292.696139 = -110453.721727
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146609.330000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146609.560000 sec): 3 clusters
  Score: Raw -196061.558831 + Penalty 2470.293299 = -193591.265531
  nChanged 703
		SP:Iteration 1F (146609.760000 sec): 3 clusters
  Score: Raw -196537.803314 + Penalty 2470.293299 = -194067.510015
  nChanged 166
		SP:Iteration 2F (146609.930000 sec): 3 clusters
  Score: Raw -196697.803214 + Penalty 2470.293299 = -194227.509915
  nChanged 130
		SP:Iteration 3F (146610.110000 sec): 3 clusters
  Score: Raw -196865.554839 + Penalty 2470.293299 = -194395.261540
  nChanged 130
		SP:Iteration 4F (146610.310000 sec): 3 clusters
  Score: Raw -197015.489172 + Penalty 2470.293299 = -194545.195873
  nChanged 115
		SP:Iteration 5F (146610.500000 sec): 3 clusters
  Score: Raw -197121.524411 + Penalty 2470.293299 = -194651.231112
  nChanged 78
		SP:Iteration 6Q (146610.660000 sec): 3 clusters
  Score: Raw -197192.121470 + Penalty 2470.293299 = -194721.828171
  nChanged 64
		SP:Iteration 7Q (146610.890000 sec): 3 clusters
  Score: Raw -197253.252138 + Penalty 2470.293299 = -194782.958839
  nChanged 65
		SP:Iteration 8Q (146611.100000 sec): 3 clusters
  Score: Raw -197315.129383 + Penalty 2470.293299 = -194844.836083
  nChanged 41
		SP:Iteration 9Q (146611.270000 sec): 3 clusters
  Score: Raw -197347.137204 + Penalty 2470.293299 = -194876.843904
  nChanged 22
		SP:Iteration 10Q (146611.460000 sec): 3 clusters
  Score: Raw -197362.001034 + Penalty 2470.293299 = -194891.707735
  nChanged 8
		SP:Iteration 11Q (146611.660000 sec): 3 clusters
  Score: Raw -197368.412081 + Penalty 2470.293299 = -194898.118782
  nChanged 3
		SP:Iteration 12Q (146611.910000 sec): 3 clusters
  Score: Raw -197370.111233 + Penalty 2470.293299 = -194899.817934
  nChanged 2
		SP:Iteration 13Q (146612.050000 sec): 3 clusters
  Score: Raw -197371.554484 + Penalty 2470.293299 = -194901.261185
  nChanged 4
		SP:Iteration 14Q (146612.220000 sec): 3 clusters
  Score: Raw -197372.760762 + Penalty 2470.293299 = -194902.467463
  nChanged 2
		SP:Iteration 15Q (146612.400000 sec): 3 clusters
  Score: Raw -197374.126956 + Penalty 2470.293299 = -194903.833656
  nChanged 2
		SP:Iteration 16Q (146612.610000 sec): 3 clusters
  Score: Raw -197375.896186 + Penalty 2470.293299 = -194905.602887
  nChanged 2
		SP:Iteration 17Q (146612.780000 sec): 3 clusters
  Score: Raw -197377.271705 + Penalty 2470.293299 = -194906.978406
  nChanged 5
		SP:Iteration 18Q (146612.970000 sec): 3 clusters
  Score: Raw -197380.811331 + Penalty 2470.293299 = -194910.518031
  nChanged 5
		SP:Iteration 19Q (146613.210000 sec): 3 clusters
  Score: Raw -197384.367604 + Penalty 2470.293299 = -194914.074304
  nChanged 11
		SP:Iteration 20F (146613.410000 sec): 3 clusters
  Score: Raw -197391.203336 + Penalty 2470.293299 = -194920.910037
  nChanged 6
		SP:Iteration 21Q (146613.610000 sec): 3 clusters
  Score: Raw -197394.485199 + Penalty 2470.293299 = -194924.191899
  nChanged 2
		SP:Iteration 22Q (146613.800000 sec): 3 clusters
  Score: Raw -197395.530579 + Penalty 2470.293299 = -194925.237280
  nChanged 3
		SP:Iteration 23Q (146614.060000 sec): 3 clusters
  Score: Raw -197397.801937 + Penalty 2470.293299 = -194927.508637
  nChanged 4
		SP:Iteration 24Q (146614.250000 sec): 3 clusters
  Score: Raw -197400.657955 + Penalty 2470.293299 = -194930.364655
  nChanged 2
		SP:Iteration 25Q (146614.460000 sec): 3 clusters
  Score: Raw -197401.155546 + Penalty 2470.293299 = -194930.862246
  nChanged 0
		SP:Iteration 26F (146614.660000 sec): 3 clusters
  Score: Raw -197401.155546 + Penalty 2470.293299 = -194930.862246
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146614.780000 sec): 2 clusters
  Score: Raw -384722.254995 + Penalty 1349.560807 = -383372.694188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146614.950000 sec): 3 clusters
  Score: Raw -382724.055188 + Penalty 2699.121614 = -380024.933574
  nChanged 1612
		SP:Iteration 1F (146615.150000 sec): 3 clusters
  Score: Raw -383705.615405 + Penalty 2699.121614 = -381006.493791
  nChanged 331
		SP:Iteration 2F (146615.380000 sec): 3 clusters
  Score: Raw -383939.538223 + Penalty 2699.121614 = -381240.416609
  nChanged 251
		SP:Iteration 3F (146615.580000 sec): 3 clusters
  Score: Raw -384125.401140 + Penalty 2699.121614 = -381426.279527
  nChanged 214
		SP:Iteration 4F (146615.750000 sec): 3 clusters
  Score: Raw -384310.391152 + Penalty 2699.121614 = -381611.269539
  nChanged 225
		SP:Iteration 5F (146615.940000 sec): 3 clusters
  Score: Raw -384494.916128 + Penalty 2699.121614 = -381795.794514
  nChanged 213
		SP:Iteration 6F (146616.150000 sec): 3 clusters
  Score: Raw -384687.133769 + Penalty 2699.121614 = -381988.012156
  nChanged 216
		SP:Iteration 7F (146616.350000 sec): 3 clusters
  Score: Raw -384886.637074 + Penalty 2699.121614 = -382187.515461
  nChanged 175
		SP:Iteration 8Q (146616.560000 sec): 3 clusters
  Score: Raw -385074.755459 + Penalty 2699.121614 = -382375.633845
  nChanged 165
		SP:Iteration 9Q (146616.750000 sec): 3 clusters
  Score: Raw -385253.750559 + Penalty 2699.121614 = -382554.628945
  nChanged 132
		SP:Iteration 10Q (146616.960000 sec): 3 clusters
  Score: Raw -385375.266646 + Penalty 2699.121614 = -382676.145033
  nChanged 94
		SP:Iteration 11Q (146617.180000 sec): 3 clusters
  Score: Raw -385443.701502 + Penalty 2699.121614 = -382744.579888
  nChanged 62
		SP:Iteration 12Q (146617.340000 sec): 3 clusters
  Score: Raw -385477.222119 + Penalty 2699.121614 = -382778.100506
  nChanged 54
		SP:Iteration 13Q (146617.520000 sec): 3 clusters
  Score: Raw -385505.149126 + Penalty 2699.121614 = -382806.027512
  nChanged 36
		SP:Iteration 14Q (146617.730000 sec): 3 clusters
  Score: Raw -385528.269615 + Penalty 2699.121614 = -382829.148001
  nChanged 42
		SP:Iteration 15Q (146617.890000 sec): 3 clusters
  Score: Raw -385552.340554 + Penalty 2699.121614 = -382853.218941
  nChanged 44
		SP:Iteration 16Q (146618.060000 sec): 3 clusters
  Score: Raw -385575.660697 + Penalty 2699.121614 = -382876.539083
  nChanged 36
		SP:Iteration 17Q (146618.300000 sec): 3 clusters
  Score: Raw -385596.260329 + Penalty 2699.121614 = -382897.138715
  nChanged 38
		SP:Iteration 18Q (146618.500000 sec): 3 clusters
  Score: Raw -385623.210723 + Penalty 2699.121614 = -382924.089109
  nChanged 38
		SP:Iteration 19Q (146618.710000 sec): 3 clusters
  Score: Raw -385647.056383 + Penalty 2699.121614 = -382947.934770
  nChanged 31
		SP:Iteration 20F (146618.940000 sec): 3 clusters
  Score: Raw -385662.598558 + Penalty 2699.121614 = -382963.476944
  nChanged 20
		SP:Iteration 21Q (146619.140000 sec): 3 clusters
  Score: Raw -385669.796094 + Penalty 2699.121614 = -382970.674480
  nChanged 12
		SP:Iteration 22Q (146619.370000 sec): 3 clusters
  Score: Raw -385672.745418 + Penalty 2699.121614 = -382973.623804
  nChanged 6
		SP:Iteration 23Q (146619.560000 sec): 3 clusters
  Score: Raw -385674.562086 + Penalty 2699.121614 = -382975.440472
  nChanged 6
		SP:Iteration 24Q (146619.790000 sec): 3 clusters
  Score: Raw -385676.008315 + Penalty 2699.121614 = -382976.886701
  nChanged 2
		SP:Iteration 25Q (146619.960000 sec): 3 clusters
  Score: Raw -385676.373599 + Penalty 2699.121614 = -382977.251985
  nChanged 5
		SP:Iteration 26Q (146620.180000 sec): 3 clusters
  Score: Raw -385677.360777 + Penalty 2699.121614 = -382978.239164
  nChanged 4
		SP:Iteration 27Q (146620.360000 sec): 3 clusters
  Score: Raw -385678.203403 + Penalty 2699.121614 = -382979.081790
  nChanged 6
		SP:Iteration 28Q (146620.530000 sec): 3 clusters
  Score: Raw -385679.451244 + Penalty 2699.121614 = -382980.329630
  nChanged 5
		SP:Iteration 29Q (146620.690000 sec): 3 clusters
  Score: Raw -385680.265666 + Penalty 2699.121614 = -382981.144052
  nChanged 2
		SP:Iteration 30Q (146620.920000 sec): 3 clusters
  Score: Raw -385680.498964 + Penalty 2699.121614 = -382981.377350
  nChanged 0
		SP:Iteration 31F (146621.100000 sec): 3 clusters
  Score: Raw -385680.498964 + Penalty 2699.121614 = -382981.377350
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146621.240000 sec): 2 clusters
  Score: Raw -807220.668459 + Penalty 1462.898909 = -805757.769550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146621.440000 sec): 3 clusters
  Score: Raw -802767.807740 + Penalty 2925.797817 = -799842.009923
  nChanged 3359
		SP:Iteration 1F (146621.680000 sec): 3 clusters
  Score: Raw -804530.048264 + Penalty 2925.797817 = -801604.250447
  nChanged 541
		SP:Iteration 2F (146621.920000 sec): 3 clusters
  Score: Raw -804801.044285 + Penalty 2925.797817 = -801875.246467
  nChanged 424
		SP:Iteration 3F (146622.080000 sec): 3 clusters
  Score: Raw -805008.302002 + Penalty 2925.797817 = -802082.504185
  nChanged 389
		SP:Iteration 4Q (146622.280000 sec): 3 clusters
  Score: Raw -805187.667813 + Penalty 2925.797817 = -802261.869996
  nChanged 338
		SP:Iteration 5Q (146622.440000 sec): 3 clusters
  Score: Raw -805351.855078 + Penalty 2925.797817 = -802426.057260
  nChanged 313
		SP:Iteration 6Q (146622.640000 sec): 3 clusters
  Score: Raw -805509.763718 + Penalty 2925.797817 = -802583.965901
  nChanged 313
		SP:Iteration 7Q (146622.870000 sec): 3 clusters
  Score: Raw -805679.670343 + Penalty 2925.797817 = -802753.872525
  nChanged 340
		SP:Iteration 8Q (146623.050000 sec): 3 clusters
  Score: Raw -805870.687600 + Penalty 2925.797817 = -802944.889783
  nChanged 333
		SP:Iteration 9Q (146623.300000 sec): 3 clusters
  Score: Raw -806058.050193 + Penalty 2925.797817 = -803132.252375
  nChanged 319
		SP:Iteration 10Q (146623.540000 sec): 3 clusters
  Score: Raw -806252.067259 + Penalty 2925.797817 = -803326.269441
  nChanged 282
		SP:Iteration 11Q (146623.760000 sec): 3 clusters
  Score: Raw -806431.005786 + Penalty 2925.797817 = -803505.207969
  nChanged 252
		SP:Iteration 12Q (146623.930000 sec): 3 clusters
  Score: Raw -806579.703603 + Penalty 2925.797817 = -803653.905786
  nChanged 228
		SP:Iteration 13Q (146624.160000 sec): 3 clusters
  Score: Raw -806705.863524 + Penalty 2925.797817 = -803780.065707
  nChanged 190
		SP:Iteration 14Q (146624.360000 sec): 3 clusters
  Score: Raw -806791.981450 + Penalty 2925.797817 = -803866.183632
  nChanged 151
		SP:Iteration 15Q (146624.550000 sec): 3 clusters
  Score: Raw -806848.047398 + Penalty 2925.797817 = -803922.249581
  nChanged 113
		SP:Iteration 16Q (146624.800000 sec): 3 clusters
  Score: Raw -806889.078772 + Penalty 2925.797817 = -803963.280955
  nChanged 110
		SP:Iteration 17Q (146624.990000 sec): 3 clusters
  Score: Raw -806930.408330 + Penalty 2925.797817 = -804004.610512
  nChanged 92
		SP:Iteration 18Q (146625.170000 sec): 3 clusters
  Score: Raw -806961.990993 + Penalty 2925.797817 = -804036.193176
  nChanged 76
		SP:Iteration 19Q (146625.390000 sec): 3 clusters
  Score: Raw -806986.191192 + Penalty 2925.797817 = -804060.393374
  nChanged 70
		SP:Iteration 20F (146625.610000 sec): 3 clusters
  Score: Raw -807005.585812 + Penalty 2925.797817 = -804079.787995
  nChanged 57
		SP:Iteration 21Q (146625.800000 sec): 3 clusters
  Score: Raw -807021.964394 + Penalty 2925.797817 = -804096.166576
  nChanged 60
		SP:Iteration 22Q (146626.020000 sec): 3 clusters
  Score: Raw -807035.577016 + Penalty 2925.797817 = -804109.779198
  nChanged 38
		SP:Iteration 23Q (146626.250000 sec): 3 clusters
  Score: Raw -807043.815986 + Penalty 2925.797817 = -804118.018168
  nChanged 40
		SP:Iteration 24Q (146626.480000 sec): 3 clusters
  Score: Raw -807053.555895 + Penalty 2925.797817 = -804127.758078
  nChanged 36
		SP:Iteration 25Q (146626.660000 sec): 3 clusters
  Score: Raw -807061.116260 + Penalty 2925.797817 = -804135.318442
  nChanged 33
		SP:Iteration 26Q (146626.910000 sec): 3 clusters
  Score: Raw -807068.788106 + Penalty 2925.797817 = -804142.990289
  nChanged 36
		SP:Iteration 27Q (146627.130000 sec): 3 clusters
  Score: Raw -807078.383944 + Penalty 2925.797817 = -804152.586127
  nChanged 37
		SP:Iteration 28Q (146627.340000 sec): 3 clusters
  Score: Raw -807087.602062 + Penalty 2925.797817 = -804161.804245
  nChanged 41
		SP:Iteration 29Q (146627.560000 sec): 3 clusters
  Score: Raw -807096.478218 + Penalty 2925.797817 = -804170.680401
  nChanged 36
		SP:Iteration 30Q (146627.780000 sec): 3 clusters
  Score: Raw -807104.877675 + Penalty 2925.797817 = -804179.079858
  nChanged 43
		SP:Iteration 31Q (146627.940000 sec): 3 clusters
  Score: Raw -807115.676343 + Penalty 2925.797817 = -804189.878525
  nChanged 44
		SP:Iteration 32Q (146628.140000 sec): 3 clusters
  Score: Raw -807126.908839 + Penalty 2925.797817 = -804201.111021
  nChanged 51
		SP:Iteration 33Q (146628.380000 sec): 3 clusters
  Score: Raw -807144.068498 + Penalty 2925.797817 = -804218.270680
  nChanged 55
		SP:Iteration 34Q (146628.560000 sec): 3 clusters
  Score: Raw -807160.909880 + Penalty 2925.797817 = -804235.112062
  nChanged 51
		SP:Iteration 35Q (146628.800000 sec): 3 clusters
  Score: Raw -807174.983459 + Penalty 2925.797817 = -804249.185642
  nChanged 50
		SP:Iteration 36Q (146628.980000 sec): 3 clusters
  Score: Raw -807188.510002 + Penalty 2925.797817 = -804262.712184
  nChanged 54
		SP:Iteration 37Q (146629.210000 sec): 3 clusters
  Score: Raw -807202.620983 + Penalty 2925.797817 = -804276.823166
  nChanged 53
		SP:Iteration 38Q (146629.430000 sec): 3 clusters
  Score: Raw -807214.761938 + Penalty 2925.797817 = -804288.964121
  nChanged 48
		SP:Iteration 39Q (146629.590000 sec): 3 clusters
  Score: Raw -807227.037244 + Penalty 2925.797817 = -804301.239426
  nChanged 48
		SP:Iteration 40F (146629.830000 sec): 3 clusters
  Score: Raw -807240.290372 + Penalty 2925.797817 = -804314.492555
  nChanged 53
		SP:Iteration 41Q (146630.020000 sec): 3 clusters
  Score: Raw -807255.299054 + Penalty 2925.797817 = -804329.501236
  nChanged 54
		SP:Iteration 42Q (146630.230000 sec): 3 clusters
  Score: Raw -807269.852853 + Penalty 2925.797817 = -804344.055036
  nChanged 56
		SP:Iteration 43Q (146630.450000 sec): 3 clusters
  Score: Raw -807289.650154 + Penalty 2925.797817 = -804363.852337
  nChanged 63
		SP:Iteration 44Q (146630.620000 sec): 3 clusters
  Score: Raw -807308.654335 + Penalty 2925.797817 = -804382.856517
  nChanged 58
		SP:Iteration 45Q (146630.790000 sec): 3 clusters
  Score: Raw -807324.937568 + Penalty 2925.797817 = -804399.139750
  nChanged 42
		SP:Iteration 46Q (146631.010000 sec): 3 clusters
  Score: Raw -807333.027868 + Penalty 2925.797817 = -804407.230050
  nChanged 31
		SP:Iteration 47Q (146631.230000 sec): 3 clusters
  Score: Raw -807338.753501 + Penalty 2925.797817 = -804412.955684
  nChanged 29
		SP:Iteration 48Q (146631.430000 sec): 3 clusters
  Score: Raw -807344.475609 + Penalty 2925.797817 = -804418.677792
  nChanged 31
		SP:Iteration 49Q (146631.630000 sec): 3 clusters
  Score: Raw -807351.567327 + Penalty 2925.797817 = -804425.769509
  nChanged 32
		SP:Iteration 50Q (146631.800000 sec): 3 clusters
  Score: Raw -807358.347338 + Penalty 2925.797817 = -804432.549520
  nChanged 25
		SP:Iteration 51Q (146632.010000 sec): 3 clusters
  Score: Raw -807363.623717 + Penalty 2925.797817 = -804437.825900
  nChanged 25
		SP:Iteration 52Q (146632.270000 sec): 3 clusters
  Score: Raw -807367.772127 + Penalty 2925.797817 = -804441.974310
  nChanged 25
		SP:Iteration 53Q (146632.450000 sec): 3 clusters
  Score: Raw -807371.622808 + Penalty 2925.797817 = -804445.824990
  nChanged 13
		SP:Iteration 54Q (146632.690000 sec): 3 clusters
  Score: Raw -807372.969040 + Penalty 2925.797817 = -804447.171223
  nChanged 10
		SP:Iteration 55Q (146632.920000 sec): 3 clusters
  Score: Raw -807374.715329 + Penalty 2925.797817 = -804448.917512
  nChanged 11
		SP:Iteration 56Q (146633.140000 sec): 3 clusters
  Score: Raw -807376.088895 + Penalty 2925.797817 = -804450.291078
  nChanged 7
		SP:Iteration 57Q (146633.390000 sec): 3 clusters
  Score: Raw -807377.046482 + Penalty 2925.797817 = -804451.248664
  nChanged 9
		SP:Iteration 58Q (146633.620000 sec): 3 clusters
  Score: Raw -807378.285261 + Penalty 2925.797817 = -804452.487444
  nChanged 11
		SP:Iteration 59Q (146633.810000 sec): 3 clusters
  Score: Raw -807380.531115 + Penalty 2925.797817 = -804454.733297
  nChanged 15
		SP:Iteration 60F (146634.030000 sec): 3 clusters
  Score: Raw -807382.830963 + Penalty 2925.797817 = -804457.033145
  nChanged 13
		SP:Iteration 61Q (146634.250000 sec): 3 clusters
  Score: Raw -807385.014489 + Penalty 2925.797817 = -804459.216672
  nChanged 20
		SP:Iteration 62Q (146634.450000 sec): 3 clusters
  Score: Raw -807389.042633 + Penalty 2925.797817 = -804463.244816
  nChanged 25
		SP:Iteration 63Q (146634.670000 sec): 3 clusters
  Score: Raw -807394.288107 + Penalty 2925.797817 = -804468.490290
  nChanged 31
		SP:Iteration 64Q (146634.890000 sec): 3 clusters
  Score: Raw -807401.941773 + Penalty 2925.797817 = -804476.143956
  nChanged 37
		SP:Iteration 65Q (146635.090000 sec): 3 clusters
  Score: Raw -807411.886829 + Penalty 2925.797817 = -804486.089011
  nChanged 40
		SP:Iteration 66Q (146635.290000 sec): 3 clusters
  Score: Raw -807422.299628 + Penalty 2925.797817 = -804496.501811
  nChanged 43
		SP:Iteration 67Q (146635.460000 sec): 3 clusters
  Score: Raw -807435.002911 + Penalty 2925.797817 = -804509.205093
  nChanged 51
		SP:Iteration 68Q (146635.700000 sec): 3 clusters
  Score: Raw -807448.651935 + Penalty 2925.797817 = -804522.854117
  nChanged 44
		SP:Iteration 69Q (146635.910000 sec): 3 clusters
  Score: Raw -807459.863912 + Penalty 2925.797817 = -804534.066094
  nChanged 33
		SP:Iteration 70Q (146636.150000 sec): 3 clusters
  Score: Raw -807468.598113 + Penalty 2925.797817 = -804542.800295
  nChanged 33
		SP:Iteration 71Q (146636.360000 sec): 3 clusters
  Score: Raw -807475.844158 + Penalty 2925.797817 = -804550.046341
  nChanged 24
		SP:Iteration 72Q (146636.540000 sec): 3 clusters
  Score: Raw -807480.607294 + Penalty 2925.797817 = -804554.809477
  nChanged 21
		SP:Iteration 73Q (146636.780000 sec): 3 clusters
  Score: Raw -807484.348686 + Penalty 2925.797817 = -804558.550869
  nChanged 18
		SP:Iteration 74Q (146637.010000 sec): 3 clusters
  Score: Raw -807487.148493 + Penalty 2925.797817 = -804561.350676
  nChanged 16
		SP:Iteration 75Q (146637.260000 sec): 3 clusters
  Score: Raw -807489.565698 + Penalty 2925.797817 = -804563.767881
  nChanged 17
		SP:Iteration 76Q (146637.500000 sec): 3 clusters
  Score: Raw -807492.625503 + Penalty 2925.797817 = -804566.827686
  nChanged 15
		SP:Iteration 77Q (146637.690000 sec): 3 clusters
  Score: Raw -807494.347597 + Penalty 2925.797817 = -804568.549779
  nChanged 3
		SP:Iteration 78Q (146637.900000 sec): 3 clusters
  Score: Raw -807494.611289 + Penalty 2925.797817 = -804568.813471
  nChanged 2
		SP:Iteration 79Q (146638.090000 sec): 3 clusters
  Score: Raw -807494.797116 + Penalty 2925.797817 = -804568.999299
  nChanged 3
		SP:Iteration 80F (146638.360000 sec): 3 clusters
  Score: Raw -807495.259142 + Penalty 2925.797817 = -804569.461324
  nChanged 8
		SP:Iteration 81Q (146638.590000 sec): 3 clusters
  Score: Raw -807496.549754 + Penalty 2925.797817 = -804570.751937
  nChanged 4
		SP:Iteration 82Q (146638.810000 sec): 3 clusters
  Score: Raw -807497.118214 + Penalty 2925.797817 = -804571.320397
  nChanged 2
		SP:Iteration 83Q (146639.010000 sec): 3 clusters
  Score: Raw -807497.404991 + Penalty 2925.797817 = -804571.607174
  nChanged 3
		SP:Iteration 84Q (146639.230000 sec): 3 clusters
  Score: Raw -807497.898703 + Penalty 2925.797817 = -804572.100885
  nChanged 1
		SP:Iteration 85Q (146639.470000 sec): 3 clusters
  Score: Raw -807498.047692 + Penalty 2925.797817 = -804572.249875
  nChanged 3
		SP:Iteration 86Q (146639.760000 sec): 3 clusters
  Score: Raw -807498.364083 + Penalty 2925.797817 = -804572.566265
  nChanged 3
		SP:Iteration 87Q (146639.970000 sec): 3 clusters
  Score: Raw -807498.519482 + Penalty 2925.797817 = -804572.721664
  nChanged 1
		SP:Iteration 88Q (146640.180000 sec): 3 clusters
  Score: Raw -807498.820656 + Penalty 2925.797817 = -804573.022838
  nChanged 2
		SP:Iteration 89Q (146640.420000 sec): 3 clusters
  Score: Raw -807498.962963 + Penalty 2925.797817 = -804573.165145
  nChanged 0
		SP:Iteration 90F (146640.630000 sec): 3 clusters
  Score: Raw -807498.962963 + Penalty 2925.797817 = -804573.165145
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4980 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146640.730000 sec): 2 clusters
  Score: Raw -507790.914081 + Penalty 1383.392590 = -506407.521491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146640.970000 sec): 3 clusters
  Score: Raw -505223.644938 + Penalty 2766.785180 = -502456.859758
  nChanged 2010
		SP:Iteration 1F (146641.170000 sec): 3 clusters
  Score: Raw -506348.536531 + Penalty 2766.785180 = -503581.751350
  nChanged 341
		SP:Iteration 2F (146641.380000 sec): 3 clusters
  Score: Raw -506510.918216 + Penalty 2766.785180 = -503744.133036
  nChanged 242
		SP:Iteration 3Q (146641.590000 sec): 3 clusters
  Score: Raw -506617.974267 + Penalty 2766.785180 = -503851.189087
  nChanged 182
		SP:Iteration 4Q (146641.760000 sec): 3 clusters
  Score: Raw -506699.543773 + Penalty 2766.785180 = -503932.758593
  nChanged 162
		SP:Iteration 5Q (146641.940000 sec): 3 clusters
  Score: Raw -506775.483614 + Penalty 2766.785180 = -504008.698433
  nChanged 138
		SP:Iteration 6Q (146642.130000 sec): 3 clusters
  Score: Raw -506842.362105 + Penalty 2766.785180 = -504075.576925
  nChanged 146
		SP:Iteration 7Q (146642.290000 sec): 3 clusters
  Score: Raw -506905.626916 + Penalty 2766.785180 = -504138.841736
  nChanged 140
		SP:Iteration 8Q (146642.480000 sec): 3 clusters
  Score: Raw -506966.278818 + Penalty 2766.785180 = -504199.493638
  nChanged 119
		SP:Iteration 9Q (146642.680000 sec): 3 clusters
  Score: Raw -507019.135243 + Penalty 2766.785180 = -504252.350063
  nChanged 113
		SP:Iteration 10Q (146642.860000 sec): 3 clusters
  Score: Raw -507065.084174 + Penalty 2766.785180 = -504298.298993
  nChanged 119
		SP:Iteration 11Q (146643.090000 sec): 3 clusters
  Score: Raw -507126.681045 + Penalty 2766.785180 = -504359.895865
  nChanged 145
		SP:Iteration 12Q (146643.360000 sec): 3 clusters
  Score: Raw -507211.270591 + Penalty 2766.785180 = -504444.485411
  nChanged 139
		SP:Iteration 13Q (146643.550000 sec): 3 clusters
  Score: Raw -507283.794163 + Penalty 2766.785180 = -504517.008983
  nChanged 129
		SP:Iteration 14Q (146643.740000 sec): 3 clusters
  Score: Raw -507357.413949 + Penalty 2766.785180 = -504590.628768
  nChanged 149
		SP:Iteration 15Q (146643.990000 sec): 3 clusters
  Score: Raw -507453.767546 + Penalty 2766.785180 = -504686.982366
  nChanged 145
		SP:Iteration 16Q (146644.180000 sec): 3 clusters
  Score: Raw -507549.143242 + Penalty 2766.785180 = -504782.358062
  nChanged 131
		SP:Iteration 17Q (146644.360000 sec): 3 clusters
  Score: Raw -507633.924219 + Penalty 2766.785180 = -504867.139039
  nChanged 121
		SP:Iteration 18Q (146644.600000 sec): 3 clusters
  Score: Raw -507703.497527 + Penalty 2766.785180 = -504936.712347
  nChanged 73
		SP:Iteration 19Q (146644.780000 sec): 3 clusters
  Score: Raw -507744.613953 + Penalty 2766.785180 = -504977.828773
  nChanged 51
		SP:Iteration 20F (146644.990000 sec): 3 clusters
  Score: Raw -507773.555290 + Penalty 2766.785180 = -505006.770110
  nChanged 45
		SP:Iteration 21Q (146645.220000 sec): 3 clusters
  Score: Raw -507800.150879 + Penalty 2766.785180 = -505033.365699
  nChanged 38
		SP:Iteration 22Q (146645.410000 sec): 3 clusters
  Score: Raw -507823.818738 + Penalty 2766.785180 = -505057.033558
  nChanged 40
		SP:Iteration 23Q (146645.570000 sec): 3 clusters
  Score: Raw -507848.406445 + Penalty 2766.785180 = -505081.621264
  nChanged 24
		SP:Iteration 24Q (146645.760000 sec): 3 clusters
  Score: Raw -507865.698805 + Penalty 2766.785180 = -505098.913625
  nChanged 18
		SP:Iteration 25Q (146645.960000 sec): 3 clusters
  Score: Raw -507875.893131 + Penalty 2766.785180 = -505109.107951
  nChanged 16
		SP:Iteration 26Q (146646.160000 sec): 3 clusters
  Score: Raw -507882.879737 + Penalty 2766.785180 = -505116.094557
  nChanged 10
		SP:Iteration 27Q (146646.290000 sec): 3 clusters
  Score: Raw -507888.001446 + Penalty 2766.785180 = -505121.216265
  nChanged 8
		SP:Iteration 28Q (146646.500000 sec): 3 clusters
  Score: Raw -507891.404042 + Penalty 2766.785180 = -505124.618861
  nChanged 6
		SP:Iteration 29Q (146646.740000 sec): 3 clusters
  Score: Raw -507894.727626 + Penalty 2766.785180 = -505127.942446
  nChanged 14
		SP:Iteration 30Q (146646.930000 sec): 3 clusters
  Score: Raw -507903.085434 + Penalty 2766.785180 = -505136.300254
  nChanged 16
		SP:Iteration 31Q (146647.100000 sec): 3 clusters
  Score: Raw -507911.059244 + Penalty 2766.785180 = -505144.274063
  nChanged 13
		SP:Iteration 32Q (146647.310000 sec): 3 clusters
  Score: Raw -507922.023185 + Penalty 2766.785180 = -505155.238005
  nChanged 16
		SP:Iteration 33Q (146647.510000 sec): 3 clusters
  Score: Raw -507934.023896 + Penalty 2766.785180 = -505167.238716
  nChanged 9
		SP:Iteration 34Q (146647.730000 sec): 3 clusters
  Score: Raw -507938.654660 + Penalty 2766.785180 = -505171.869479
  nChanged 8
		SP:Iteration 35Q (146647.940000 sec): 3 clusters
  Score: Raw -507946.269508 + Penalty 2766.785180 = -505179.484328
  nChanged 9
		SP:Iteration 36Q (146648.130000 sec): 3 clusters
  Score: Raw -507953.968243 + Penalty 2766.785180 = -505187.183062
  nChanged 7
		SP:Iteration 37Q (146648.340000 sec): 3 clusters
  Score: Raw -507959.009762 + Penalty 2766.785180 = -505192.224582
  nChanged 8
		SP:Iteration 38Q (146648.570000 sec): 3 clusters
  Score: Raw -507966.648234 + Penalty 2766.785180 = -505199.863054
  nChanged 7
		SP:Iteration 39Q (146648.770000 sec): 3 clusters
  Score: Raw -507970.865316 + Penalty 2766.785180 = -505204.080136
  nChanged 8
		SP:Iteration 40F (146648.980000 sec): 3 clusters
  Score: Raw -507976.072224 + Penalty 2766.785180 = -505209.287043
  nChanged 4
		SP:Iteration 41Q (146649.180000 sec): 3 clusters
  Score: Raw -507978.611475 + Penalty 2766.785180 = -505211.826295
  nChanged 5
		SP:Iteration 42Q (146649.390000 sec): 3 clusters
  Score: Raw -507982.389822 + Penalty 2766.785180 = -505215.604642
  nChanged 4
		SP:Iteration 43Q (146649.610000 sec): 3 clusters
  Score: Raw -507984.557881 + Penalty 2766.785180 = -505217.772701
  nChanged 7
		SP:Iteration 44Q (146649.790000 sec): 3 clusters
  Score: Raw -507989.412267 + Penalty 2766.785180 = -505222.627087
  nChanged 5
		SP:Iteration 45Q (146649.970000 sec): 3 clusters
  Score: Raw -507992.743002 + Penalty 2766.785180 = -505225.957822
  nChanged 6
		SP:Iteration 46Q (146650.130000 sec): 3 clusters
  Score: Raw -507998.901680 + Penalty 2766.785180 = -505232.116500
  nChanged 5
		SP:Iteration 47Q (146650.340000 sec): 3 clusters
  Score: Raw -508004.817881 + Penalty 2766.785180 = -505238.032701
  nChanged 9
		SP:Iteration 48Q (146650.530000 sec): 3 clusters
  Score: Raw -508012.621520 + Penalty 2766.785180 = -505245.836340
  nChanged 8
		SP:Iteration 49Q (146650.760000 sec): 3 clusters
  Score: Raw -508017.335324 + Penalty 2766.785180 = -505250.550143
  nChanged 4
		SP:Iteration 50Q (146650.920000 sec): 3 clusters
  Score: Raw -508020.176828 + Penalty 2766.785180 = -505253.391647
  nChanged 3
		SP:Iteration 51Q (146651.120000 sec): 3 clusters
  Score: Raw -508022.471212 + Penalty 2766.785180 = -505255.686032
  nChanged 5
		SP:Iteration 52Q (146651.300000 sec): 3 clusters
  Score: Raw -508025.646528 + Penalty 2766.785180 = -505258.861348
  nChanged 6
		SP:Iteration 53Q (146651.480000 sec): 3 clusters
  Score: Raw -508031.201346 + Penalty 2766.785180 = -505264.416165
  nChanged 1
		SP:Iteration 54Q (146651.680000 sec): 3 clusters
  Score: Raw -508033.083037 + Penalty 2766.785180 = -505266.297857
  nChanged 3
		SP:Iteration 55Q (146651.920000 sec): 3 clusters
  Score: Raw -508036.107043 + Penalty 2766.785180 = -505269.321863
  nChanged 5
		SP:Iteration 56Q (146652.130000 sec): 3 clusters
  Score: Raw -508038.863335 + Penalty 2766.785180 = -505272.078155
  nChanged 3
		SP:Iteration 57Q (146652.390000 sec): 3 clusters
  Score: Raw -508040.446898 + Penalty 2766.785180 = -505273.661718
  nChanged 0
		SP:Iteration 58F (146652.620000 sec): 3 clusters
  Score: Raw -508040.446898 + Penalty 2766.785180 = -505273.661718
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146652.690000 sec): 2 clusters
  Score: Raw -269698.745283 + Penalty 1283.431450 = -268415.313834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146652.890000 sec): 3 clusters
  Score: Raw -268504.937372 + Penalty 2566.862899 = -265938.074472
  nChanged 1057
		SP:Iteration 1F (146653.050000 sec): 3 clusters
  Score: Raw -269187.351612 + Penalty 2566.862899 = -266620.488712
  nChanged 288
		SP:Iteration 2F (146653.240000 sec): 3 clusters
  Score: Raw -269531.914420 + Penalty 2566.862899 = -266965.051521
  nChanged 262
		SP:Iteration 3F (146653.410000 sec): 3 clusters
  Score: Raw -269909.906640 + Penalty 2566.862899 = -267343.043741
  nChanged 226
		SP:Iteration 4F (146653.610000 sec): 3 clusters
  Score: Raw -270217.817795 + Penalty 2566.862899 = -267650.954895
  nChanged 180
		SP:Iteration 5F (146653.740000 sec): 3 clusters
  Score: Raw -270462.748217 + Penalty 2566.862899 = -267895.885318
  nChanged 134
		SP:Iteration 6Q (146653.950000 sec): 3 clusters
  Score: Raw -270613.204462 + Penalty 2566.862899 = -268046.341562
  nChanged 91
		SP:Iteration 7Q (146654.140000 sec): 3 clusters
  Score: Raw -270714.181193 + Penalty 2566.862899 = -268147.318293
  nChanged 63
		SP:Iteration 8Q (146654.290000 sec): 3 clusters
  Score: Raw -270763.002696 + Penalty 2566.862899 = -268196.139796
  nChanged 45
		SP:Iteration 9Q (146654.490000 sec): 3 clusters
  Score: Raw -270789.899555 + Penalty 2566.862899 = -268223.036656
  nChanged 32
		SP:Iteration 10Q (146654.640000 sec): 3 clusters
  Score: Raw -270808.511743 + Penalty 2566.862899 = -268241.648844
  nChanged 26
		SP:Iteration 11Q (146654.800000 sec): 3 clusters
  Score: Raw -270820.495545 + Penalty 2566.862899 = -268253.632646
  nChanged 18
		SP:Iteration 12Q (146655.020000 sec): 3 clusters
  Score: Raw -270827.080739 + Penalty 2566.862899 = -268260.217840
  nChanged 9
		SP:Iteration 13Q (146655.180000 sec): 3 clusters
  Score: Raw -270831.036312 + Penalty 2566.862899 = -268264.173412
  nChanged 7
		SP:Iteration 14Q (146655.350000 sec): 3 clusters
  Score: Raw -270834.536909 + Penalty 2566.862899 = -268267.674010
  nChanged 9
		SP:Iteration 15Q (146655.530000 sec): 3 clusters
  Score: Raw -270837.684808 + Penalty 2566.862899 = -268270.821908
  nChanged 4
		SP:Iteration 16Q (146655.730000 sec): 3 clusters
  Score: Raw -270838.914614 + Penalty 2566.862899 = -268272.051715
  nChanged 1
		SP:Iteration 17Q (146655.880000 sec): 3 clusters
  Score: Raw -270839.204505 + Penalty 2566.862899 = -268272.341606
  nChanged 2
		SP:Iteration 18Q (146656.050000 sec): 3 clusters
  Score: Raw -270839.742223 + Penalty 2566.862899 = -268272.879324
  nChanged 0
		SP:Iteration 19F (146656.270000 sec): 3 clusters
  Score: Raw -270839.742223 + Penalty 2566.862899 = -268272.879324
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146658.100000 sec): 2 clusters
  Score: Raw -42828568.488064 + Penalty 2099.762783 = -42826468.725281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146659.900000 sec): 3 clusters
  Score: Raw -42553707.909384 + Penalty 4199.525565 = -42549508.383819
  nChanged 199892
		SP:Iteration 1F (146661.900000 sec): 3 clusters
  Score: Raw -42674201.510269 + Penalty 4199.525565 = -42670001.984704
  nChanged 10371
		SP:Iteration 2Q (146664.360000 sec): 3 clusters
  Score: Raw -42676275.095909 + Penalty 4199.525565 = -42672075.570344
  nChanged 11508
		SP:Iteration 3Q (146667.150000 sec): 3 clusters
  Score: Raw -42679025.166679 + Penalty 4199.525565 = -42674825.641114
  nChanged 13293
		SP:Iteration 4Q (146669.240000 sec): 3 clusters
  Score: Raw -42683041.732245 + Penalty 4199.525565 = -42678842.206679
  nChanged 16058
		SP:Iteration 5Q (146671.280000 sec): 3 clusters
  Score: Raw -42689369.232327 + Penalty 4199.525565 = -42685169.706762
  nChanged 19905
		SP:Iteration 6Q (146673.320000 sec): 3 clusters
  Score: Raw -42699848.186246 + Penalty 4199.525565 = -42695648.660681
  nChanged 24490
		SP:Iteration 7F (146675.510000 sec): 3 clusters
  Score: Raw -42715897.474310 + Penalty 4199.525565 = -42711697.948744
  nChanged 27902
		SP:Iteration 8F (146677.270000 sec): 3 clusters
  Score: Raw -42736944.185739 + Penalty 4199.525565 = -42732744.660174
  nChanged 27938
		SP:Iteration 9F (146679.160000 sec): 3 clusters
  Score: Raw -42759568.001278 + Penalty 4199.525565 = -42755368.475713
  nChanged 24387
		SP:Iteration 10F (146681.280000 sec): 3 clusters
  Score: Raw -42779686.591434 + Penalty 4199.525565 = -42775487.065869
  nChanged 19401
		SP:Iteration 11Q (146683.350000 sec): 3 clusters
  Score: Raw -42795384.719919 + Penalty 4199.525565 = -42791185.194354
  nChanged 14824
		SP:Iteration 12Q (146685.360000 sec): 3 clusters
  Score: Raw -42807330.684443 + Penalty 4199.525565 = -42803131.158878
  nChanged 10854
		SP:Iteration 13Q (146687.050000 sec): 3 clusters
  Score: Raw -42816020.494533 + Penalty 4199.525565 = -42811820.968967
  nChanged 7276
		SP:Iteration 14Q (146688.710000 sec): 3 clusters
  Score: Raw -42821720.559223 + Penalty 4199.525565 = -42817521.033657
  nChanged 4539
		SP:Iteration 15Q (146690.480000 sec): 3 clusters
  Score: Raw -42825210.459157 + Penalty 4199.525565 = -42821010.933592
  nChanged 2518
		SP:Iteration 16Q (146692.010000 sec): 3 clusters
  Score: Raw -42827117.744643 + Penalty 4199.525565 = -42822918.219078
  nChanged 1197
		SP:Iteration 17Q (146693.860000 sec): 3 clusters
  Score: Raw -42828050.534947 + Penalty 4199.525565 = -42823851.009382
  nChanged 508
		SP:Iteration 18Q (146695.800000 sec): 3 clusters
  Score: Raw -42828474.223579 + Penalty 4199.525565 = -42824274.698014
  nChanged 229
		SP:Iteration 19Q (146697.720000 sec): 3 clusters
  Score: Raw -42828666.028279 + Penalty 4199.525565 = -42824466.502714
  nChanged 123
		SP:Iteration 20F (146699.800000 sec): 3 clusters
  Score: Raw -42828792.366493 + Penalty 4199.525565 = -42824592.840928
  nChanged 86
		SP:Iteration 21Q (146701.340000 sec): 3 clusters
  Score: Raw -42828865.211498 + Penalty 4199.525565 = -42824665.685933
  nChanged 61
		SP:Iteration 22Q (146702.890000 sec): 3 clusters
  Score: Raw -42828913.160288 + Penalty 4199.525565 = -42824713.634723
  nChanged 34
		SP:Iteration 23Q (146704.620000 sec): 3 clusters
  Score: Raw -42828933.425383 + Penalty 4199.525565 = -42824733.899818
  nChanged 21
		SP:Iteration 24Q (146706.110000 sec): 3 clusters
  Score: Raw -42828944.260984 + Penalty 4199.525565 = -42824744.735419
  nChanged 21
		SP:Iteration 25Q (146707.730000 sec): 3 clusters
  Score: Raw -42828954.968710 + Penalty 4199.525565 = -42824755.443144
  nChanged 9
		SP:Iteration 26Q (146709.150000 sec): 3 clusters
  Score: Raw -42828962.077625 + Penalty 4199.525565 = -42824762.552060
  nChanged 7
		SP:Iteration 27Q (146710.820000 sec): 3 clusters
  Score: Raw -42828968.121785 + Penalty 4199.525565 = -42824768.596220
  nChanged 9
		SP:Iteration 28Q (146712.460000 sec): 3 clusters
  Score: Raw -42828975.339347 + Penalty 4199.525565 = -42824775.813782
  nChanged 8
		SP:Iteration 29Q (146714.190000 sec): 3 clusters
  Score: Raw -42828981.042825 + Penalty 4199.525565 = -42824781.517259
  nChanged 8
		SP:Iteration 30Q (146715.750000 sec): 3 clusters
  Score: Raw -42828985.464752 + Penalty 4199.525565 = -42824785.939187
  nChanged 5
		SP:Iteration 31Q (146717.370000 sec): 3 clusters
  Score: Raw -42828987.673568 + Penalty 4199.525565 = -42824788.148003
  nChanged 4
		SP:Iteration 32Q (146718.870000 sec): 3 clusters
  Score: Raw -42828990.214257 + Penalty 4199.525565 = -42824790.688692
  nChanged 7
		SP:Iteration 33Q (146720.320000 sec): 3 clusters
  Score: Raw -42828993.771925 + Penalty 4199.525565 = -42824794.246359
  nChanged 5
		SP:Iteration 34Q (146721.750000 sec): 3 clusters
  Score: Raw -42828996.201947 + Penalty 4199.525565 = -42824796.676382
  nChanged 3
		SP:Iteration 35Q (146723.270000 sec): 3 clusters
  Score: Raw -42828997.304975 + Penalty 4199.525565 = -42824797.779410
  nChanged 1
		SP:Iteration 36Q (146724.740000 sec): 3 clusters
  Score: Raw -42828997.751840 + Penalty 4199.525565 = -42824798.226275
  nChanged 0
		SP:Iteration 37F (146726.930000 sec): 3 clusters
  Score: Raw -42828997.751840 + Penalty 4199.525565 = -42824798.226275
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146727.310000 sec): 2 clusters
  Score: Raw -2547874.631462 + Penalty 1637.454361 = -2546237.177101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146727.580000 sec): 3 clusters
  Score: Raw -2533425.027577 + Penalty 3274.908722 = -2530150.118855
  nChanged 10755
		SP:Iteration 1F (146727.850000 sec): 3 clusters
  Score: Raw -2539269.455866 + Penalty 3274.908722 = -2535994.547144
  nChanged 1033
		SP:Iteration 2Q (146728.130000 sec): 3 clusters
  Score: Raw -2539585.636001 + Penalty 3274.908722 = -2536310.727279
  nChanged 933
		SP:Iteration 3Q (146728.400000 sec): 3 clusters
  Score: Raw -2539853.165453 + Penalty 3274.908722 = -2536578.256731
  nChanged 834
		SP:Iteration 4Q (146728.700000 sec): 3 clusters
  Score: Raw -2540094.612083 + Penalty 3274.908722 = -2536819.703361
  nChanged 779
		SP:Iteration 5Q (146729.030000 sec): 3 clusters
  Score: Raw -2540301.901542 + Penalty 3274.908722 = -2537026.992820
  nChanged 733
		SP:Iteration 6Q (146729.280000 sec): 3 clusters
  Score: Raw -2540515.143087 + Penalty 3274.908722 = -2537240.234365
  nChanged 754
		SP:Iteration 7Q (146729.570000 sec): 3 clusters
  Score: Raw -2540749.554232 + Penalty 3274.908722 = -2537474.645510
  nChanged 786
		SP:Iteration 8Q (146729.870000 sec): 3 clusters
  Score: Raw -2541045.258938 + Penalty 3274.908722 = -2537770.350216
  nChanged 982
		SP:Iteration 9Q (146730.130000 sec): 3 clusters
  Score: Raw -2541518.685407 + Penalty 3274.908722 = -2538243.776685
  nChanged 1265
		SP:Iteration 10F (146730.430000 sec): 3 clusters
  Score: Raw -2542273.454218 + Penalty 3274.908722 = -2538998.545496
  nChanged 1452
		SP:Iteration 11F (146730.740000 sec): 3 clusters
  Score: Raw -2543301.213281 + Penalty 3274.908722 = -2540026.304559
  nChanged 1567
		SP:Iteration 12F (146731.040000 sec): 3 clusters
  Score: Raw -2544552.651706 + Penalty 3274.908722 = -2541277.742984
  nChanged 1450
		SP:Iteration 13F (146731.320000 sec): 3 clusters
  Score: Raw -2545772.122516 + Penalty 3274.908722 = -2542497.213794
  nChanged 1076
		SP:Iteration 14Q (146731.550000 sec): 3 clusters
  Score: Raw -2546727.039459 + Penalty 3274.908722 = -2543452.130738
  nChanged 712
		SP:Iteration 15Q (146731.850000 sec): 3 clusters
  Score: Raw -2547348.512192 + Penalty 3274.908722 = -2544073.603470
  nChanged 380
		SP:Iteration 16Q (146732.130000 sec): 3 clusters
  Score: Raw -2547672.913785 + Penalty 3274.908722 = -2544398.005063
  nChanged 186
		SP:Iteration 17Q (146732.470000 sec): 3 clusters
  Score: Raw -2547858.009778 + Penalty 3274.908722 = -2544583.101056
  nChanged 84
		SP:Iteration 18Q (146732.750000 sec): 3 clusters
  Score: Raw -2547952.303547 + Penalty 3274.908722 = -2544677.394825
  nChanged 53
		SP:Iteration 19Q (146733.060000 sec): 3 clusters
  Score: Raw -2548016.430034 + Penalty 3274.908722 = -2544741.521312
  nChanged 28
		SP:Iteration 20F (146733.360000 sec): 3 clusters
  Score: Raw -2548041.990257 + Penalty 3274.908722 = -2544767.081535
  nChanged 16
		SP:Iteration 21Q (146733.620000 sec): 3 clusters
  Score: Raw -2548059.060337 + Penalty 3274.908722 = -2544784.151615
  nChanged 14
		SP:Iteration 22Q (146733.930000 sec): 3 clusters
  Score: Raw -2548077.555719 + Penalty 3274.908722 = -2544802.646997
  nChanged 9
		SP:Iteration 23Q (146734.190000 sec): 3 clusters
  Score: Raw -2548090.296293 + Penalty 3274.908722 = -2544815.387571
  nChanged 4
		SP:Iteration 24Q (146734.470000 sec): 3 clusters
  Score: Raw -2548095.069224 + Penalty 3274.908722 = -2544820.160502
  nChanged 5
		SP:Iteration 25Q (146734.790000 sec): 3 clusters
  Score: Raw -2548100.813392 + Penalty 3274.908722 = -2544825.904670
  nChanged 3
		SP:Iteration 26Q (146735.040000 sec): 3 clusters
  Score: Raw -2548103.256354 + Penalty 3274.908722 = -2544828.347632
  nChanged 0
		SP:Iteration 27F (146735.330000 sec): 3 clusters
  Score: Raw -2548103.256354 + Penalty 3274.908722 = -2544828.347632
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22434 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146735.500000 sec): 2 clusters
  Score: Raw -2214230.705216 + Penalty 1627.979103 = -2212602.726112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146735.840000 sec): 3 clusters
  Score: Raw -2200687.455152 + Penalty 3255.958207 = -2197431.496945
  nChanged 10174
		SP:Iteration 1F (146736.120000 sec): 3 clusters
  Score: Raw -2206334.318517 + Penalty 3255.958207 = -2203078.360310
  nChanged 1174
		SP:Iteration 2F (146736.430000 sec): 3 clusters
  Score: Raw -2206832.161596 + Penalty 3255.958207 = -2203576.203389
  nChanged 1209
		SP:Iteration 3F (146736.720000 sec): 3 clusters
  Score: Raw -2207480.189848 + Penalty 3255.958207 = -2204224.231641
  nChanged 1388
		SP:Iteration 4F (146737.040000 sec): 3 clusters
  Score: Raw -2208405.034241 + Penalty 3255.958207 = -2205149.076034
  nChanged 1662
		SP:Iteration 5F (146737.320000 sec): 3 clusters
  Score: Raw -2209757.634768 + Penalty 3255.958207 = -2206501.676561
  nChanged 1839
		SP:Iteration 6F (146737.650000 sec): 3 clusters
  Score: Raw -2211434.156396 + Penalty 3255.958207 = -2208178.198189
  nChanged 1617
		SP:Iteration 7F (146737.930000 sec): 3 clusters
  Score: Raw -2212992.219631 + Penalty 3255.958207 = -2209736.261425
  nChanged 1093
		SP:Iteration 8Q (146738.230000 sec): 3 clusters
  Score: Raw -2214065.687552 + Penalty 3255.958207 = -2210809.729345
  nChanged 620
		SP:Iteration 9Q (146738.520000 sec): 3 clusters
  Score: Raw -2214753.383735 + Penalty 3255.958207 = -2211497.425528
  nChanged 320
		SP:Iteration 10Q (146738.860000 sec): 3 clusters
  Score: Raw -2215090.592144 + Penalty 3255.958207 = -2211834.633938
  nChanged 179
		SP:Iteration 11Q (146739.160000 sec): 3 clusters
  Score: Raw -2215241.104167 + Penalty 3255.958207 = -2211985.145960
  nChanged 106
		SP:Iteration 12Q (146739.410000 sec): 3 clusters
  Score: Raw -2215325.954816 + Penalty 3255.958207 = -2212069.996609
  nChanged 75
		SP:Iteration 13Q (146739.700000 sec): 3 clusters
  Score: Raw -2215374.000294 + Penalty 3255.958207 = -2212118.042087
  nChanged 55
		SP:Iteration 14Q (146739.910000 sec): 3 clusters
  Score: Raw -2215405.741654 + Penalty 3255.958207 = -2212149.783447
  nChanged 40
		SP:Iteration 15Q (146740.220000 sec): 3 clusters
  Score: Raw -2215423.974388 + Penalty 3255.958207 = -2212168.016182
  nChanged 38
		SP:Iteration 16Q (146740.450000 sec): 3 clusters
  Score: Raw -2215439.435042 + Penalty 3255.958207 = -2212183.476835
  nChanged 19
		SP:Iteration 17Q (146740.670000 sec): 3 clusters
  Score: Raw -2215445.995685 + Penalty 3255.958207 = -2212190.037478
  nChanged 20
		SP:Iteration 18Q (146740.940000 sec): 3 clusters
  Score: Raw -2215452.123372 + Penalty 3255.958207 = -2212196.165166
  nChanged 11
		SP:Iteration 19Q (146741.170000 sec): 3 clusters
  Score: Raw -2215456.048399 + Penalty 3255.958207 = -2212200.090192
  nChanged 8
		SP:Iteration 20F (146741.460000 sec): 3 clusters
  Score: Raw -2215458.288434 + Penalty 3255.958207 = -2212202.330228
  nChanged 9
		SP:Iteration 21Q (146741.760000 sec): 3 clusters
  Score: Raw -2215460.629813 + Penalty 3255.958207 = -2212204.671606
  nChanged 8
		SP:Iteration 22Q (146742.070000 sec): 3 clusters
  Score: Raw -2215462.486112 + Penalty 3255.958207 = -2212206.527906
  nChanged 4
		SP:Iteration 23Q (146742.300000 sec): 3 clusters
  Score: Raw -2215463.384368 + Penalty 3255.958207 = -2212207.426161
  nChanged 0
		SP:Iteration 24F (146742.590000 sec): 3 clusters
  Score: Raw -2215463.384368 + Penalty 3255.958207 = -2212207.426161
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146742.710000 sec): 2 clusters
  Score: Raw -377768.381247 + Penalty 1346.354934 = -376422.026313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146742.940000 sec): 3 clusters
  Score: Raw -375801.637668 + Penalty 2692.709869 = -373108.927800
  nChanged 1571
		SP:Iteration 1F (146743.180000 sec): 3 clusters
  Score: Raw -376774.661303 + Penalty 2692.709869 = -374081.951434
  nChanged 368
		SP:Iteration 2F (146743.400000 sec): 3 clusters
  Score: Raw -377039.024954 + Penalty 2692.709869 = -374346.315086
  nChanged 265
		SP:Iteration 3F (146743.580000 sec): 3 clusters
  Score: Raw -377237.073370 + Penalty 2692.709869 = -374544.363501
  nChanged 219
		SP:Iteration 4F (146743.800000 sec): 3 clusters
  Score: Raw -377419.735069 + Penalty 2692.709869 = -374727.025201
  nChanged 189
		SP:Iteration 5Q (146743.960000 sec): 3 clusters
  Score: Raw -377563.815558 + Penalty 2692.709869 = -374871.105689
  nChanged 165
		SP:Iteration 6Q (146744.140000 sec): 3 clusters
  Score: Raw -377697.725907 + Penalty 2692.709869 = -375005.016039
  nChanged 135
		SP:Iteration 7Q (146744.370000 sec): 3 clusters
  Score: Raw -377787.873666 + Penalty 2692.709869 = -375095.163797
  nChanged 100
		SP:Iteration 8Q (146744.570000 sec): 3 clusters
  Score: Raw -377844.483661 + Penalty 2692.709869 = -375151.773793
  nChanged 66
		SP:Iteration 9Q (146744.770000 sec): 3 clusters
  Score: Raw -377881.182603 + Penalty 2692.709869 = -375188.472735
  nChanged 61
		SP:Iteration 10Q (146744.960000 sec): 3 clusters
  Score: Raw -377911.632004 + Penalty 2692.709869 = -375218.922135
  nChanged 51
		SP:Iteration 11Q (146745.120000 sec): 3 clusters
  Score: Raw -377938.546409 + Penalty 2692.709869 = -375245.836541
  nChanged 49
		SP:Iteration 12Q (146745.290000 sec): 3 clusters
  Score: Raw -377966.802141 + Penalty 2692.709869 = -375274.092272
  nChanged 53
		SP:Iteration 13Q (146745.510000 sec): 3 clusters
  Score: Raw -377999.906702 + Penalty 2692.709869 = -375307.196834
  nChanged 47
		SP:Iteration 14Q (146745.640000 sec): 3 clusters
  Score: Raw -378033.846710 + Penalty 2692.709869 = -375341.136842
  nChanged 45
		SP:Iteration 15Q (146745.870000 sec): 3 clusters
  Score: Raw -378061.159105 + Penalty 2692.709869 = -375368.449236
  nChanged 46
		SP:Iteration 16Q (146746.030000 sec): 3 clusters
  Score: Raw -378093.296147 + Penalty 2692.709869 = -375400.586279
  nChanged 54
		SP:Iteration 17Q (146746.250000 sec): 3 clusters
  Score: Raw -378126.051865 + Penalty 2692.709869 = -375433.341996
  nChanged 45
		SP:Iteration 18Q (146746.430000 sec): 3 clusters
  Score: Raw -378151.462484 + Penalty 2692.709869 = -375458.752615
  nChanged 35
		SP:Iteration 19Q (146746.660000 sec): 3 clusters
  Score: Raw -378170.813676 + Penalty 2692.709869 = -375478.103808
  nChanged 37
		SP:Iteration 20F (146746.900000 sec): 3 clusters
  Score: Raw -378185.438215 + Penalty 2692.709869 = -375492.728346
  nChanged 32
		SP:Iteration 21Q (146747.070000 sec): 3 clusters
  Score: Raw -378200.493277 + Penalty 2692.709869 = -375507.783409
  nChanged 26
		SP:Iteration 22Q (146747.270000 sec): 3 clusters
  Score: Raw -378207.659752 + Penalty 2692.709869 = -375514.949883
  nChanged 16
		SP:Iteration 23Q (146747.500000 sec): 3 clusters
  Score: Raw -378213.145252 + Penalty 2692.709869 = -375520.435383
  nChanged 15
		SP:Iteration 24Q (146747.690000 sec): 3 clusters
  Score: Raw -378218.738593 + Penalty 2692.709869 = -375526.028724
  nChanged 22
		SP:Iteration 25Q (146747.890000 sec): 3 clusters
  Score: Raw -378225.530760 + Penalty 2692.709869 = -375532.820891
  nChanged 22
		SP:Iteration 26Q (146748.110000 sec): 3 clusters
  Score: Raw -378233.226471 + Penalty 2692.709869 = -375540.516602
  nChanged 14
		SP:Iteration 27Q (146748.290000 sec): 3 clusters
  Score: Raw -378238.692589 + Penalty 2692.709869 = -375545.982720
  nChanged 15
		SP:Iteration 28Q (146748.480000 sec): 3 clusters
  Score: Raw -378244.609960 + Penalty 2692.709869 = -375551.900091
  nChanged 15
		SP:Iteration 29Q (146748.660000 sec): 3 clusters
  Score: Raw -378248.956122 + Penalty 2692.709869 = -375556.246254
  nChanged 17
		SP:Iteration 30Q (146748.850000 sec): 3 clusters
  Score: Raw -378254.754540 + Penalty 2692.709869 = -375562.044671
  nChanged 14
		SP:Iteration 31Q (146749.070000 sec): 3 clusters
  Score: Raw -378258.979780 + Penalty 2692.709869 = -375566.269911
  nChanged 6
		SP:Iteration 32Q (146749.230000 sec): 3 clusters
  Score: Raw -378260.308293 + Penalty 2692.709869 = -375567.598424
  nChanged 4
		SP:Iteration 33Q (146749.460000 sec): 3 clusters
  Score: Raw -378261.321664 + Penalty 2692.709869 = -375568.611795
  nChanged 4
		SP:Iteration 34Q (146749.630000 sec): 3 clusters
  Score: Raw -378262.074735 + Penalty 2692.709869 = -375569.364866
  nChanged 5
		SP:Iteration 35Q (146749.820000 sec): 3 clusters
  Score: Raw -378262.619686 + Penalty 2692.709869 = -375569.909817
  nChanged 0
		SP:Iteration 36F (146750.070000 sec): 3 clusters
  Score: Raw -378262.619686 + Penalty 2692.709869 = -375569.909817
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146750.210000 sec): 2 clusters
  Score: Raw -709149.493569 + Penalty 1441.551193 = -707707.942376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146750.390000 sec): 3 clusters
  Score: Raw -705278.110346 + Penalty 2883.102386 = -702395.007960
  nChanged 2958
		SP:Iteration 1F (146750.620000 sec): 3 clusters
  Score: Raw -706851.791179 + Penalty 2883.102386 = -703968.688794
  nChanged 492
		SP:Iteration 2F (146750.820000 sec): 3 clusters
  Score: Raw -707094.428675 + Penalty 2883.102386 = -704211.326289
  nChanged 379
		SP:Iteration 3F (146751.010000 sec): 3 clusters
  Score: Raw -707294.105722 + Penalty 2883.102386 = -704411.003336
  nChanged 344
		SP:Iteration 4Q (146751.220000 sec): 3 clusters
  Score: Raw -707467.353893 + Penalty 2883.102386 = -704584.251507
  nChanged 310
		SP:Iteration 5Q (146751.410000 sec): 3 clusters
  Score: Raw -707663.033884 + Penalty 2883.102386 = -704779.931498
  nChanged 354
		SP:Iteration 6Q (146751.610000 sec): 3 clusters
  Score: Raw -707901.687017 + Penalty 2883.102386 = -705018.584632
  nChanged 400
		SP:Iteration 7F (146751.800000 sec): 3 clusters
  Score: Raw -708167.680405 + Penalty 2883.102386 = -705284.578019
  nChanged 385
		SP:Iteration 8F (146752.020000 sec): 3 clusters
  Score: Raw -708423.835297 + Penalty 2883.102386 = -705540.732912
  nChanged 357
		SP:Iteration 9F (146752.210000 sec): 3 clusters
  Score: Raw -708611.484682 + Penalty 2883.102386 = -705728.382296
  nChanged 277
		SP:Iteration 10Q (146752.420000 sec): 3 clusters
  Score: Raw -708748.384920 + Penalty 2883.102386 = -705865.282534
  nChanged 216
		SP:Iteration 11Q (146752.620000 sec): 3 clusters
  Score: Raw -708835.569795 + Penalty 2883.102386 = -705952.467409
  nChanged 191
		SP:Iteration 12Q (146752.820000 sec): 3 clusters
  Score: Raw -708906.692285 + Penalty 2883.102386 = -706023.589899
  nChanged 127
		SP:Iteration 13Q (146753.020000 sec): 3 clusters
  Score: Raw -708949.854946 + Penalty 2883.102386 = -706066.752560
  nChanged 100
		SP:Iteration 14Q (146753.280000 sec): 3 clusters
  Score: Raw -708988.040774 + Penalty 2883.102386 = -706104.938389
  nChanged 104
		SP:Iteration 15Q (146753.440000 sec): 3 clusters
  Score: Raw -709022.577239 + Penalty 2883.102386 = -706139.474853
  nChanged 82
		SP:Iteration 16Q (146753.630000 sec): 3 clusters
  Score: Raw -709047.480914 + Penalty 2883.102386 = -706164.378528
  nChanged 87
		SP:Iteration 17Q (146753.890000 sec): 3 clusters
  Score: Raw -709075.567111 + Penalty 2883.102386 = -706192.464725
  nChanged 66
		SP:Iteration 18Q (146754.110000 sec): 3 clusters
  Score: Raw -709094.825331 + Penalty 2883.102386 = -706211.722945
  nChanged 60
		SP:Iteration 19Q (146754.310000 sec): 3 clusters
  Score: Raw -709113.387067 + Penalty 2883.102386 = -706230.284681
  nChanged 60
		SP:Iteration 20F (146754.530000 sec): 3 clusters
  Score: Raw -709136.828574 + Penalty 2883.102386 = -706253.726189
  nChanged 65
		SP:Iteration 21Q (146754.740000 sec): 3 clusters
  Score: Raw -709163.148125 + Penalty 2883.102386 = -706280.045739
  nChanged 68
		SP:Iteration 22Q (146754.940000 sec): 3 clusters
  Score: Raw -709185.611807 + Penalty 2883.102386 = -706302.509421
  nChanged 60
		SP:Iteration 23Q (146755.170000 sec): 3 clusters
  Score: Raw -709206.855693 + Penalty 2883.102386 = -706323.753308
  nChanged 51
		SP:Iteration 24Q (146755.390000 sec): 3 clusters
  Score: Raw -709225.260590 + Penalty 2883.102386 = -706342.158204
  nChanged 58
		SP:Iteration 25Q (146755.550000 sec): 3 clusters
  Score: Raw -709247.729377 + Penalty 2883.102386 = -706364.626991
  nChanged 47
		SP:Iteration 26Q (146755.760000 sec): 3 clusters
  Score: Raw -709265.948634 + Penalty 2883.102386 = -706382.846248
  nChanged 47
		SP:Iteration 27Q (146756.000000 sec): 3 clusters
  Score: Raw -709282.214086 + Penalty 2883.102386 = -706399.111700
  nChanged 49
		SP:Iteration 28Q (146756.240000 sec): 3 clusters
  Score: Raw -709301.319550 + Penalty 2883.102386 = -706418.217165
  nChanged 44
		SP:Iteration 29Q (146756.430000 sec): 3 clusters
  Score: Raw -709316.347251 + Penalty 2883.102386 = -706433.244865
  nChanged 36
		SP:Iteration 30Q (146756.650000 sec): 3 clusters
  Score: Raw -709328.400955 + Penalty 2883.102386 = -706445.298570
  nChanged 31
		SP:Iteration 31Q (146756.830000 sec): 3 clusters
  Score: Raw -709338.237871 + Penalty 2883.102386 = -706455.135485
  nChanged 26
		SP:Iteration 32Q (146757.040000 sec): 3 clusters
  Score: Raw -709348.066076 + Penalty 2883.102386 = -706464.963690
  nChanged 29
		SP:Iteration 33Q (146757.260000 sec): 3 clusters
  Score: Raw -709357.599967 + Penalty 2883.102386 = -706474.497581
  nChanged 28
		SP:Iteration 34Q (146757.450000 sec): 3 clusters
  Score: Raw -709367.157290 + Penalty 2883.102386 = -706484.054904
  nChanged 25
		SP:Iteration 35Q (146757.670000 sec): 3 clusters
  Score: Raw -709375.922133 + Penalty 2883.102386 = -706492.819748
  nChanged 20
		SP:Iteration 36Q (146757.900000 sec): 3 clusters
  Score: Raw -709381.679058 + Penalty 2883.102386 = -706498.576672
  nChanged 19
		SP:Iteration 37Q (146758.120000 sec): 3 clusters
  Score: Raw -709386.796939 + Penalty 2883.102386 = -706503.694553
  nChanged 22
		SP:Iteration 38Q (146758.370000 sec): 3 clusters
  Score: Raw -709393.886640 + Penalty 2883.102386 = -706510.784254
  nChanged 24
		SP:Iteration 39Q (146758.600000 sec): 3 clusters
  Score: Raw -709399.553469 + Penalty 2883.102386 = -706516.451083
  nChanged 12
		SP:Iteration 40F (146758.790000 sec): 3 clusters
  Score: Raw -709402.766030 + Penalty 2883.102386 = -706519.663644
  nChanged 9
		SP:Iteration 41Q (146759.010000 sec): 3 clusters
  Score: Raw -709404.878301 + Penalty 2883.102386 = -706521.775915
  nChanged 12
		SP:Iteration 42Q (146759.170000 sec): 3 clusters
  Score: Raw -709410.411471 + Penalty 2883.102386 = -706527.309085
  nChanged 15
		SP:Iteration 43Q (146759.390000 sec): 3 clusters
  Score: Raw -709416.437956 + Penalty 2883.102386 = -706533.335570
  nChanged 14
		SP:Iteration 44Q (146759.570000 sec): 3 clusters
  Score: Raw -709421.974864 + Penalty 2883.102386 = -706538.872478
  nChanged 9
		SP:Iteration 45Q (146759.810000 sec): 3 clusters
  Score: Raw -709424.121014 + Penalty 2883.102386 = -706541.018628
  nChanged 8
		SP:Iteration 46Q (146760.000000 sec): 3 clusters
  Score: Raw -709425.941336 + Penalty 2883.102386 = -706542.838950
  nChanged 11
		SP:Iteration 47Q (146760.210000 sec): 3 clusters
  Score: Raw -709428.723045 + Penalty 2883.102386 = -706545.620659
  nChanged 7
		SP:Iteration 48Q (146760.470000 sec): 3 clusters
  Score: Raw -709431.193826 + Penalty 2883.102386 = -706548.091440
  nChanged 9
		SP:Iteration 49Q (146760.670000 sec): 3 clusters
  Score: Raw -709434.532210 + Penalty 2883.102386 = -706551.429825
  nChanged 8
		SP:Iteration 50Q (146760.870000 sec): 3 clusters
  Score: Raw -709437.633358 + Penalty 2883.102386 = -706554.530972
  nChanged 8
		SP:Iteration 51Q (146761.040000 sec): 3 clusters
  Score: Raw -709440.172746 + Penalty 2883.102386 = -706557.070360
  nChanged 10
		SP:Iteration 52Q (146761.260000 sec): 3 clusters
  Score: Raw -709442.621173 + Penalty 2883.102386 = -706559.518787
  nChanged 8
		SP:Iteration 53Q (146761.440000 sec): 3 clusters
  Score: Raw -709445.134260 + Penalty 2883.102386 = -706562.031875
  nChanged 8
		SP:Iteration 54Q (146761.660000 sec): 3 clusters
  Score: Raw -709450.240662 + Penalty 2883.102386 = -706567.138277
  nChanged 12
		SP:Iteration 55Q (146761.840000 sec): 3 clusters
  Score: Raw -709453.737809 + Penalty 2883.102386 = -706570.635423
  nChanged 7
		SP:Iteration 56Q (146762.070000 sec): 3 clusters
  Score: Raw -709455.343118 + Penalty 2883.102386 = -706572.240732
  nChanged 6
		SP:Iteration 57Q (146762.280000 sec): 3 clusters
  Score: Raw -709456.672605 + Penalty 2883.102386 = -706573.570219
  nChanged 7
		SP:Iteration 58Q (146762.460000 sec): 3 clusters
  Score: Raw -709459.687888 + Penalty 2883.102386 = -706576.585502
  nChanged 5
		SP:Iteration 59Q (146762.660000 sec): 3 clusters
  Score: Raw -709460.933154 + Penalty 2883.102386 = -706577.830768
  nChanged 3
		SP:Iteration 60F (146762.860000 sec): 3 clusters
  Score: Raw -709461.478762 + Penalty 2883.102386 = -706578.376376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146762.970000 sec): 2 clusters
  Score: Raw -1512235.121229 + Penalty 1554.597733 = -1510680.523496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146763.240000 sec): 3 clusters
  Score: Raw -1503837.746877 + Penalty 3109.195467 = -1500728.551410
  nChanged 6336
		SP:Iteration 1F (146763.440000 sec): 3 clusters
  Score: Raw -1507303.777711 + Penalty 3109.195467 = -1504194.582244
  nChanged 831
		SP:Iteration 2F (146763.690000 sec): 3 clusters
  Score: Raw -1507689.820226 + Penalty 3109.195467 = -1504580.624759
  nChanged 756
		SP:Iteration 3F (146763.910000 sec): 3 clusters
  Score: Raw -1508075.763120 + Penalty 3109.195467 = -1504966.567653
  nChanged 778
		SP:Iteration 4F (146764.130000 sec): 3 clusters
  Score: Raw -1508475.263443 + Penalty 3109.195467 = -1505366.067977
  nChanged 731
		SP:Iteration 5F (146764.370000 sec): 3 clusters
  Score: Raw -1508862.802217 + Penalty 3109.195467 = -1505753.606750
  nChanged 777
		SP:Iteration 6F (146764.580000 sec): 3 clusters
  Score: Raw -1509297.853948 + Penalty 3109.195467 = -1506188.658482
  nChanged 805
		SP:Iteration 7F (146764.870000 sec): 3 clusters
  Score: Raw -1509756.712506 + Penalty 3109.195467 = -1506647.517039
  nChanged 807
		SP:Iteration 8F (146765.130000 sec): 3 clusters
  Score: Raw -1510192.253673 + Penalty 3109.195467 = -1507083.058206
  nChanged 667
		SP:Iteration 9Q (146765.380000 sec): 3 clusters
  Score: Raw -1510489.885394 + Penalty 3109.195467 = -1507380.689927
  nChanged 507
		SP:Iteration 10Q (146765.710000 sec): 3 clusters
  Score: Raw -1510695.207415 + Penalty 3109.195467 = -1507586.011949
  nChanged 393
		SP:Iteration 11Q (146766.010000 sec): 3 clusters
  Score: Raw -1510824.379207 + Penalty 3109.195467 = -1507715.183740
  nChanged 288
		SP:Iteration 12Q (146766.270000 sec): 3 clusters
  Score: Raw -1510901.110567 + Penalty 3109.195467 = -1507791.915100
  nChanged 194
		SP:Iteration 13Q (146766.530000 sec): 3 clusters
  Score: Raw -1510942.050987 + Penalty 3109.195467 = -1507832.855520
  nChanged 139
		SP:Iteration 14Q (146766.800000 sec): 3 clusters
  Score: Raw -1510970.968428 + Penalty 3109.195467 = -1507861.772961
  nChanged 111
		SP:Iteration 15Q (146767.020000 sec): 3 clusters
  Score: Raw -1510987.591773 + Penalty 3109.195467 = -1507878.396306
  nChanged 75
		SP:Iteration 16Q (146767.290000 sec): 3 clusters
  Score: Raw -1510998.571157 + Penalty 3109.195467 = -1507889.375691
  nChanged 60
		SP:Iteration 17Q (146767.530000 sec): 3 clusters
  Score: Raw -1511006.899044 + Penalty 3109.195467 = -1507897.703577
  nChanged 47
		SP:Iteration 18Q (146767.790000 sec): 3 clusters
  Score: Raw -1511012.809488 + Penalty 3109.195467 = -1507903.614021
  nChanged 30
		SP:Iteration 19Q (146768.070000 sec): 3 clusters
  Score: Raw -1511017.032771 + Penalty 3109.195467 = -1507907.837305
  nChanged 28
		SP:Iteration 20F (146768.300000 sec): 3 clusters
  Score: Raw -1511020.192478 + Penalty 3109.195467 = -1507910.997011
  nChanged 18
		SP:Iteration 21Q (146768.530000 sec): 3 clusters
  Score: Raw -1511022.241943 + Penalty 3109.195467 = -1507913.046476
  nChanged 26
		SP:Iteration 22Q (146768.840000 sec): 3 clusters
  Score: Raw -1511025.555295 + Penalty 3109.195467 = -1507916.359828
  nChanged 27
		SP:Iteration 23Q (146769.090000 sec): 3 clusters
  Score: Raw -1511028.344850 + Penalty 3109.195467 = -1507919.149384
  nChanged 22
		SP:Iteration 24Q (146769.310000 sec): 3 clusters
  Score: Raw -1511030.715425 + Penalty 3109.195467 = -1507921.519958
  nChanged 15
		SP:Iteration 25Q (146769.530000 sec): 3 clusters
  Score: Raw -1511032.274029 + Penalty 3109.195467 = -1507923.078563
  nChanged 10
		SP:Iteration 26Q (146769.850000 sec): 3 clusters
  Score: Raw -1511033.073748 + Penalty 3109.195467 = -1507923.878281
  nChanged 7
		SP:Iteration 27Q (146770.160000 sec): 3 clusters
  Score: Raw -1511033.819202 + Penalty 3109.195467 = -1507924.623736
  nChanged 6
		SP:Iteration 28Q (146770.410000 sec): 3 clusters
  Score: Raw -1511034.298654 + Penalty 3109.195467 = -1507925.103187
  nChanged 8
		SP:Iteration 29Q (146770.670000 sec): 3 clusters
  Score: Raw -1511035.041290 + Penalty 3109.195467 = -1507925.845823
  nChanged 8
		SP:Iteration 30Q (146770.910000 sec): 3 clusters
  Score: Raw -1511035.774112 + Penalty 3109.195467 = -1507926.578645
  nChanged 5
		SP:Iteration 31Q (146771.190000 sec): 3 clusters
  Score: Raw -1511036.076953 + Penalty 3109.195467 = -1507926.881487
  nChanged 4
		SP:Iteration 32Q (146771.500000 sec): 3 clusters
  Score: Raw -1511036.543332 + Penalty 3109.195467 = -1507927.347865
  nChanged 7
		SP:Iteration 33Q (146771.780000 sec): 3 clusters
  Score: Raw -1511037.076171 + Penalty 3109.195467 = -1507927.880704
  nChanged 3
		SP:Iteration 34Q (146772.030000 sec): 3 clusters
  Score: Raw -1511037.283821 + Penalty 3109.195467 = -1507928.088354
  nChanged 2
		SP:Iteration 35Q (146772.320000 sec): 3 clusters
  Score: Raw -1511037.404258 + Penalty 3109.195467 = -1507928.208791
  nChanged 2
		SP:Iteration 36Q (146772.590000 sec): 3 clusters
  Score: Raw -1511037.516072 + Penalty 3109.195467 = -1507928.320605
  nChanged 0
		SP:Iteration 37F (146772.810000 sec): 3 clusters
  Score: Raw -1511037.516072 + Penalty 3109.195467 = -1507928.320605
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146773.030000 sec): 2 clusters
  Score: Raw -2294506.538666 + Penalty 1615.220666 = -2292891.318000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146773.260000 sec): 3 clusters
  Score: Raw -2281971.449246 + Penalty 3230.441332 = -2278741.007914
  nChanged 9379
		SP:Iteration 1F (146773.530000 sec): 3 clusters
  Score: Raw -2287035.957978 + Penalty 3230.441332 = -2283805.516647
  nChanged 876
		SP:Iteration 2Q (146773.790000 sec): 3 clusters
  Score: Raw -2287287.420787 + Penalty 3230.441332 = -2284056.979455
  nChanged 782
		SP:Iteration 3Q (146774.050000 sec): 3 clusters
  Score: Raw -2287501.306510 + Penalty 3230.441332 = -2284270.865178
  nChanged 716
		SP:Iteration 4Q (146774.350000 sec): 3 clusters
  Score: Raw -2287688.201155 + Penalty 3230.441332 = -2284457.759824
  nChanged 648
		SP:Iteration 5Q (146774.670000 sec): 3 clusters
  Score: Raw -2287864.699120 + Penalty 3230.441332 = -2284634.257788
  nChanged 639
		SP:Iteration 6Q (146774.950000 sec): 3 clusters
  Score: Raw -2288073.664961 + Penalty 3230.441332 = -2284843.223630
  nChanged 704
		SP:Iteration 7Q (146775.260000 sec): 3 clusters
  Score: Raw -2288334.993581 + Penalty 3230.441332 = -2285104.552249
  nChanged 855
		SP:Iteration 8Q (146775.510000 sec): 3 clusters
  Score: Raw -2288734.398870 + Penalty 3230.441332 = -2285503.957539
  nChanged 1068
		SP:Iteration 9F (146775.850000 sec): 3 clusters
  Score: Raw -2289348.190725 + Penalty 3230.441332 = -2286117.749393
  nChanged 1287
		SP:Iteration 10F (146776.120000 sec): 3 clusters
  Score: Raw -2290274.295468 + Penalty 3230.441332 = -2287043.854136
  nChanged 1488
		SP:Iteration 11F (146776.360000 sec): 3 clusters
  Score: Raw -2291523.444951 + Penalty 3230.441332 = -2288293.003619
  nChanged 1406
		SP:Iteration 12F (146776.640000 sec): 3 clusters
  Score: Raw -2292850.943164 + Penalty 3230.441332 = -2289620.501833
  nChanged 975
		SP:Iteration 13Q (146776.940000 sec): 3 clusters
  Score: Raw -2293808.962274 + Penalty 3230.441332 = -2290578.520942
  nChanged 496
		SP:Iteration 14Q (146777.190000 sec): 3 clusters
  Score: Raw -2294316.221164 + Penalty 3230.441332 = -2291085.779833
  nChanged 174
		SP:Iteration 15Q (146777.420000 sec): 3 clusters
  Score: Raw -2294511.095255 + Penalty 3230.441332 = -2291280.653924
  nChanged 57
		SP:Iteration 16Q (146777.660000 sec): 3 clusters
  Score: Raw -2294590.242187 + Penalty 3230.441332 = -2291359.800856
  nChanged 35
		SP:Iteration 17Q (146777.960000 sec): 3 clusters
  Score: Raw -2294641.332228 + Penalty 3230.441332 = -2291410.890897
  nChanged 17
		SP:Iteration 18Q (146778.210000 sec): 3 clusters
  Score: Raw -2294667.962941 + Penalty 3230.441332 = -2291437.521609
  nChanged 11
		SP:Iteration 19Q (146778.420000 sec): 3 clusters
  Score: Raw -2294692.367247 + Penalty 3230.441332 = -2291461.925915
  nChanged 9
		SP:Iteration 20F (146778.700000 sec): 3 clusters
  Score: Raw -2294713.937243 + Penalty 3230.441332 = -2291483.495911
  nChanged 2
		SP:Iteration 21Q (146778.960000 sec): 3 clusters
  Score: Raw -2294720.358024 + Penalty 3230.441332 = -2291489.916693
  nChanged 4
		SP:Iteration 22Q (146779.200000 sec): 3 clusters
  Score: Raw -2294726.449043 + Penalty 3230.441332 = -2291496.007711
  nChanged 3
		SP:Iteration 23Q (146779.470000 sec): 3 clusters
  Score: Raw -2294731.964100 + Penalty 3230.441332 = -2291501.522768
  nChanged 2
		SP:Iteration 24Q (146779.710000 sec): 3 clusters
  Score: Raw -2294734.355601 + Penalty 3230.441332 = -2291503.914270
  nChanged 0
		SP:Iteration 25F (146780.010000 sec): 3 clusters
  Score: Raw -2294734.355601 + Penalty 3230.441332 = -2291503.914270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146780.090000 sec): 2 clusters
  Score: Raw -406524.458497 + Penalty 1356.329340 = -405168.129158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146780.320000 sec): 3 clusters
  Score: Raw -404406.295179 + Penalty 2712.658679 = -401693.636499
  nChanged 1673
		SP:Iteration 1F (146780.530000 sec): 3 clusters
  Score: Raw -405357.294823 + Penalty 2712.658679 = -402644.636144
  nChanged 341
		SP:Iteration 2F (146780.780000 sec): 3 clusters
  Score: Raw -405592.387457 + Penalty 2712.658679 = -402879.728778
  nChanged 280
		SP:Iteration 3F (146780.940000 sec): 3 clusters
  Score: Raw -405793.076754 + Penalty 2712.658679 = -403080.418074
  nChanged 234
		SP:Iteration 4F (146781.150000 sec): 3 clusters
  Score: Raw -405961.558602 + Penalty 2712.658679 = -403248.899922
  nChanged 211
		SP:Iteration 5F (146781.320000 sec): 3 clusters
  Score: Raw -406130.516067 + Penalty 2712.658679 = -403417.857388
  nChanged 188
		SP:Iteration 6Q (146781.580000 sec): 3 clusters
  Score: Raw -406294.791675 + Penalty 2712.658679 = -403582.132996
  nChanged 221
		SP:Iteration 7F (146781.800000 sec): 3 clusters
  Score: Raw -406498.316803 + Penalty 2712.658679 = -403785.658123
  nChanged 212
		SP:Iteration 8F (146782.000000 sec): 3 clusters
  Score: Raw -406677.504034 + Penalty 2712.658679 = -403964.845355
  nChanged 180
		SP:Iteration 9Q (146782.190000 sec): 3 clusters
  Score: Raw -406853.568043 + Penalty 2712.658679 = -404140.909364
  nChanged 165
		SP:Iteration 10Q (146782.370000 sec): 3 clusters
  Score: Raw -407007.429987 + Penalty 2712.658679 = -404294.771308
  nChanged 138
		SP:Iteration 11Q (146782.590000 sec): 3 clusters
  Score: Raw -407121.931821 + Penalty 2712.658679 = -404409.273142
  nChanged 109
		SP:Iteration 12Q (146782.800000 sec): 3 clusters
  Score: Raw -407199.220693 + Penalty 2712.658679 = -404486.562013
  nChanged 84
		SP:Iteration 13Q (146783.030000 sec): 3 clusters
  Score: Raw -407254.487416 + Penalty 2712.658679 = -404541.828737
  nChanged 64
		SP:Iteration 14Q (146783.210000 sec): 3 clusters
  Score: Raw -407292.946177 + Penalty 2712.658679 = -404580.287498
  nChanged 49
		SP:Iteration 15Q (146783.430000 sec): 3 clusters
  Score: Raw -407320.506883 + Penalty 2712.658679 = -404607.848204
  nChanged 40
		SP:Iteration 16Q (146783.640000 sec): 3 clusters
  Score: Raw -407343.984322 + Penalty 2712.658679 = -404631.325643
  nChanged 28
		SP:Iteration 17Q (146783.860000 sec): 3 clusters
  Score: Raw -407362.299694 + Penalty 2712.658679 = -404649.641015
  nChanged 32
		SP:Iteration 18Q (146784.080000 sec): 3 clusters
  Score: Raw -407373.339822 + Penalty 2712.658679 = -404660.681142
  nChanged 23
		SP:Iteration 19Q (146784.300000 sec): 3 clusters
  Score: Raw -407380.983979 + Penalty 2712.658679 = -404668.325299
  nChanged 16
		SP:Iteration 20F (146784.530000 sec): 3 clusters
  Score: Raw -407385.166718 + Penalty 2712.658679 = -404672.508039
  nChanged 10
		SP:Iteration 21Q (146784.740000 sec): 3 clusters
  Score: Raw -407388.255011 + Penalty 2712.658679 = -404675.596332
  nChanged 4
		SP:Iteration 22Q (146784.950000 sec): 3 clusters
  Score: Raw -407389.753243 + Penalty 2712.658679 = -404677.094564
  nChanged 0
		SP:Iteration 23F (146785.150000 sec): 3 clusters
  Score: Raw -407389.753243 + Penalty 2712.658679 = -404677.094564
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146785.240000 sec): 2 clusters
  Score: Raw -1196754.801047 + Penalty 1515.921133 = -1195238.879913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146785.510000 sec): 3 clusters
  Score: Raw -1190341.243707 + Penalty 3031.842267 = -1187309.401440
  nChanged 4871
		SP:Iteration 1F (146785.710000 sec): 3 clusters
  Score: Raw -1193051.846187 + Penalty 3031.842267 = -1190020.003921
  nChanged 690
		SP:Iteration 2F (146785.930000 sec): 3 clusters
  Score: Raw -1193396.413228 + Penalty 3031.842267 = -1190364.570962
  nChanged 636
		SP:Iteration 3F (146786.220000 sec): 3 clusters
  Score: Raw -1193735.740315 + Penalty 3031.842267 = -1190703.898048
  nChanged 604
		SP:Iteration 4F (146786.410000 sec): 3 clusters
  Score: Raw -1194051.745600 + Penalty 3031.842267 = -1191019.903333
  nChanged 567
		SP:Iteration 5F (146786.690000 sec): 3 clusters
  Score: Raw -1194368.415315 + Penalty 3031.842267 = -1191336.573048
  nChanged 573
		SP:Iteration 6F (146786.910000 sec): 3 clusters
  Score: Raw -1194735.579289 + Penalty 3031.842267 = -1191703.737022
  nChanged 593
		SP:Iteration 7F (146787.150000 sec): 3 clusters
  Score: Raw -1195118.882351 + Penalty 3031.842267 = -1192087.040085
  nChanged 542
		SP:Iteration 8Q (146787.410000 sec): 3 clusters
  Score: Raw -1195456.027626 + Penalty 3031.842267 = -1192424.185359
  nChanged 470
		SP:Iteration 9Q (146787.640000 sec): 3 clusters
  Score: Raw -1195746.808380 + Penalty 3031.842267 = -1192714.966114
  nChanged 399
		SP:Iteration 10Q (146787.870000 sec): 3 clusters
  Score: Raw -1195961.697095 + Penalty 3031.842267 = -1192929.854828
  nChanged 307
		SP:Iteration 11Q (146788.100000 sec): 3 clusters
  Score: Raw -1196110.218625 + Penalty 3031.842267 = -1193078.376358
  nChanged 257
		SP:Iteration 12Q (146788.340000 sec): 3 clusters
  Score: Raw -1196209.222686 + Penalty 3031.842267 = -1193177.380419
  nChanged 194
		SP:Iteration 13Q (146788.600000 sec): 3 clusters
  Score: Raw -1196274.237794 + Penalty 3031.842267 = -1193242.395527
  nChanged 142
		SP:Iteration 14Q (146788.820000 sec): 3 clusters
  Score: Raw -1196326.063813 + Penalty 3031.842267 = -1193294.221546
  nChanged 147
		SP:Iteration 15Q (146789.090000 sec): 3 clusters
  Score: Raw -1196378.147300 + Penalty 3031.842267 = -1193346.305033
  nChanged 129
		SP:Iteration 16Q (146789.320000 sec): 3 clusters
  Score: Raw -1196420.385991 + Penalty 3031.842267 = -1193388.543724
  nChanged 128
		SP:Iteration 17Q (146789.530000 sec): 3 clusters
  Score: Raw -1196460.198985 + Penalty 3031.842267 = -1193428.356718
  nChanged 112
		SP:Iteration 18Q (146789.710000 sec): 3 clusters
  Score: Raw -1196491.475702 + Penalty 3031.842267 = -1193459.633435
  nChanged 108
		SP:Iteration 19Q (146789.940000 sec): 3 clusters
  Score: Raw -1196524.197155 + Penalty 3031.842267 = -1193492.354888
  nChanged 114
		SP:Iteration 20F (146790.170000 sec): 3 clusters
  Score: Raw -1196561.026642 + Penalty 3031.842267 = -1193529.184375
  nChanged 116
		SP:Iteration 21Q (146790.400000 sec): 3 clusters
  Score: Raw -1196590.906268 + Penalty 3031.842267 = -1193559.064001
  nChanged 95
		SP:Iteration 22Q (146790.610000 sec): 3 clusters
  Score: Raw -1196617.907668 + Penalty 3031.842267 = -1193586.065401
  nChanged 91
		SP:Iteration 23Q (146790.810000 sec): 3 clusters
  Score: Raw -1196642.454461 + Penalty 3031.842267 = -1193610.612194
  nChanged 67
		SP:Iteration 24Q (146791.040000 sec): 3 clusters
  Score: Raw -1196659.118907 + Penalty 3031.842267 = -1193627.276640
  nChanged 70
		SP:Iteration 25Q (146791.280000 sec): 3 clusters
  Score: Raw -1196678.901722 + Penalty 3031.842267 = -1193647.059455
  nChanged 77
		SP:Iteration 26Q (146791.490000 sec): 3 clusters
  Score: Raw -1196698.729630 + Penalty 3031.842267 = -1193666.887363
  nChanged 78
		SP:Iteration 27Q (146791.730000 sec): 3 clusters
  Score: Raw -1196721.352016 + Penalty 3031.842267 = -1193689.509749
  nChanged 93
		SP:Iteration 28Q (146791.900000 sec): 3 clusters
  Score: Raw -1196743.758607 + Penalty 3031.842267 = -1193711.916340
  nChanged 75
		SP:Iteration 29Q (146792.110000 sec): 3 clusters
  Score: Raw -1196763.719244 + Penalty 3031.842267 = -1193731.876978
  nChanged 63
		SP:Iteration 30Q (146792.320000 sec): 3 clusters
  Score: Raw -1196779.279964 + Penalty 3031.842267 = -1193747.437698
  nChanged 73
		SP:Iteration 31Q (146792.530000 sec): 3 clusters
  Score: Raw -1196797.650439 + Penalty 3031.842267 = -1193765.808172
  nChanged 65
		SP:Iteration 32Q (146792.750000 sec): 3 clusters
  Score: Raw -1196812.104065 + Penalty 3031.842267 = -1193780.261798
  nChanged 49
		SP:Iteration 33Q (146792.990000 sec): 3 clusters
  Score: Raw -1196822.291496 + Penalty 3031.842267 = -1193790.449230
  nChanged 53
		SP:Iteration 34Q (146793.210000 sec): 3 clusters
  Score: Raw -1196835.333013 + Penalty 3031.842267 = -1193803.490746
  nChanged 51
		SP:Iteration 35Q (146793.410000 sec): 3 clusters
  Score: Raw -1196846.121241 + Penalty 3031.842267 = -1193814.278974
  nChanged 46
		SP:Iteration 36Q (146793.650000 sec): 3 clusters
  Score: Raw -1196854.734774 + Penalty 3031.842267 = -1193822.892507
  nChanged 57
		SP:Iteration 37Q (146793.870000 sec): 3 clusters
  Score: Raw -1196867.368004 + Penalty 3031.842267 = -1193835.525738
  nChanged 55
		SP:Iteration 38Q (146794.060000 sec): 3 clusters
  Score: Raw -1196880.159126 + Penalty 3031.842267 = -1193848.316859
  nChanged 59
		SP:Iteration 39Q (146794.310000 sec): 3 clusters
  Score: Raw -1196892.095692 + Penalty 3031.842267 = -1193860.253426
  nChanged 49
		SP:Iteration 40F (146794.510000 sec): 3 clusters
  Score: Raw -1196899.761337 + Penalty 3031.842267 = -1193867.919070
  nChanged 32
		SP:Iteration 41Q (146794.760000 sec): 3 clusters
  Score: Raw -1196906.325308 + Penalty 3031.842267 = -1193874.483041
  nChanged 33
		SP:Iteration 42Q (146795.000000 sec): 3 clusters
  Score: Raw -1196912.230917 + Penalty 3031.842267 = -1193880.388650
  nChanged 42
		SP:Iteration 43Q (146795.180000 sec): 3 clusters
  Score: Raw -1196922.508870 + Penalty 3031.842267 = -1193890.666603
  nChanged 40
		SP:Iteration 44Q (146795.410000 sec): 3 clusters
  Score: Raw -1196930.751047 + Penalty 3031.842267 = -1193898.908780
  nChanged 34
		SP:Iteration 45Q (146795.620000 sec): 3 clusters
  Score: Raw -1196937.476345 + Penalty 3031.842267 = -1193905.634078
  nChanged 27
		SP:Iteration 46Q (146795.800000 sec): 3 clusters
  Score: Raw -1196940.607206 + Penalty 3031.842267 = -1193908.764939
  nChanged 15
		SP:Iteration 47Q (146796.020000 sec): 3 clusters
  Score: Raw -1196942.676476 + Penalty 3031.842267 = -1193910.834209
  nChanged 13
		SP:Iteration 48Q (146796.250000 sec): 3 clusters
  Score: Raw -1196944.053935 + Penalty 3031.842267 = -1193912.211668
  nChanged 11
		SP:Iteration 49Q (146796.440000 sec): 3 clusters
  Score: Raw -1196945.024867 + Penalty 3031.842267 = -1193913.182600
  nChanged 13
		SP:Iteration 50Q (146796.640000 sec): 3 clusters
  Score: Raw -1196946.618077 + Penalty 3031.842267 = -1193914.775811
  nChanged 16
		SP:Iteration 51Q (146796.870000 sec): 3 clusters
  Score: Raw -1196948.727304 + Penalty 3031.842267 = -1193916.885037
  nChanged 10
		SP:Iteration 52Q (146797.040000 sec): 3 clusters
  Score: Raw -1196949.709775 + Penalty 3031.842267 = -1193917.867508
  nChanged 8
		SP:Iteration 53Q (146797.250000 sec): 3 clusters
  Score: Raw -1196950.661175 + Penalty 3031.842267 = -1193918.818908
  nChanged 5
		SP:Iteration 54Q (146797.480000 sec): 3 clusters
  Score: Raw -1196951.333457 + Penalty 3031.842267 = -1193919.491191
  nChanged 10
		SP:Iteration 55Q (146797.700000 sec): 3 clusters
  Score: Raw -1196952.618139 + Penalty 3031.842267 = -1193920.775872
  nChanged 12
		SP:Iteration 56Q (146797.930000 sec): 3 clusters
  Score: Raw -1196954.347844 + Penalty 3031.842267 = -1193922.505577
  nChanged 11
		SP:Iteration 57Q (146798.130000 sec): 3 clusters
  Score: Raw -1196955.640908 + Penalty 3031.842267 = -1193923.798642
  nChanged 12
		SP:Iteration 58Q (146798.350000 sec): 3 clusters
  Score: Raw -1196956.816056 + Penalty 3031.842267 = -1193924.973789
  nChanged 9
		SP:Iteration 59Q (146798.580000 sec): 3 clusters
  Score: Raw -1196957.867571 + Penalty 3031.842267 = -1193926.025304
  nChanged 11
		SP:Iteration 60F (146798.800000 sec): 3 clusters
  Score: Raw -1196959.236690 + Penalty 3031.842267 = -1193927.394423
  nChanged 18
		SP:Iteration 61Q (146799.000000 sec): 3 clusters
  Score: Raw -1196961.242070 + Penalty 3031.842267 = -1193929.399803
  nChanged 15
		SP:Iteration 62Q (146799.260000 sec): 3 clusters
  Score: Raw -1196963.066024 + Penalty 3031.842267 = -1193931.223757
  nChanged 17
		SP:Iteration 63Q (146799.470000 sec): 3 clusters
  Score: Raw -1196965.182836 + Penalty 3031.842267 = -1193933.340569
  nChanged 17
		SP:Iteration 64Q (146799.740000 sec): 3 clusters
  Score: Raw -1196967.578278 + Penalty 3031.842267 = -1193935.736011
  nChanged 18
		SP:Iteration 65Q (146799.930000 sec): 3 clusters
  Score: Raw -1196970.078104 + Penalty 3031.842267 = -1193938.235838
  nChanged 18
		SP:Iteration 66Q (146800.160000 sec): 3 clusters
  Score: Raw -1196972.639694 + Penalty 3031.842267 = -1193940.797427
  nChanged 13
		SP:Iteration 67Q (146800.410000 sec): 3 clusters
  Score: Raw -1196974.614466 + Penalty 3031.842267 = -1193942.772199
  nChanged 11
		SP:Iteration 68Q (146800.610000 sec): 3 clusters
  Score: Raw -1196975.687091 + Penalty 3031.842267 = -1193943.844824
  nChanged 9
		SP:Iteration 69Q (146800.870000 sec): 3 clusters
  Score: Raw -1196977.401797 + Penalty 3031.842267 = -1193945.559531
  nChanged 13
		SP:Iteration 70Q (146801.080000 sec): 3 clusters
  Score: Raw -1196978.938188 + Penalty 3031.842267 = -1193947.095921
  nChanged 7
		SP:Iteration 71Q (146801.330000 sec): 3 clusters
  Score: Raw -1196979.582657 + Penalty 3031.842267 = -1193947.740390
  nChanged 10
		SP:Iteration 72Q (146801.520000 sec): 3 clusters
  Score: Raw -1196980.895388 + Penalty 3031.842267 = -1193949.053121
  nChanged 13
		SP:Iteration 73Q (146801.760000 sec): 3 clusters
  Score: Raw -1196982.582502 + Penalty 3031.842267 = -1193950.740235
  nChanged 12
		SP:Iteration 74Q (146801.990000 sec): 3 clusters
  Score: Raw -1196983.943317 + Penalty 3031.842267 = -1193952.101050
  nChanged 11
		SP:Iteration 75Q (146802.180000 sec): 3 clusters
  Score: Raw -1196984.978902 + Penalty 3031.842267 = -1193953.136636
  nChanged 6
		SP:Iteration 76Q (146802.450000 sec): 3 clusters
  Score: Raw -1196985.485067 + Penalty 3031.842267 = -1193953.642800
  nChanged 9
		SP:Iteration 77Q (146802.660000 sec): 3 clusters
  Score: Raw -1196986.568955 + Penalty 3031.842267 = -1193954.726689
  nChanged 10
		SP:Iteration 78Q (146802.900000 sec): 3 clusters
  Score: Raw -1196987.561227 + Penalty 3031.842267 = -1193955.718960
  nChanged 5
		SP:Iteration 79Q (146803.140000 sec): 3 clusters
  Score: Raw -1196988.013751 + Penalty 3031.842267 = -1193956.171484
  nChanged 4
		SP:Iteration 80F (146803.370000 sec): 3 clusters
  Score: Raw -1196988.335843 + Penalty 3031.842267 = -1193956.493576
  nChanged 4
		SP:Iteration 81Q (146803.630000 sec): 3 clusters
  Score: Raw -1196988.795930 + Penalty 3031.842267 = -1193956.953664
  nChanged 6
		SP:Iteration 82Q (146803.810000 sec): 3 clusters
  Score: Raw -1196989.668693 + Penalty 3031.842267 = -1193957.826426
  nChanged 6
		SP:Iteration 83Q (146804.020000 sec): 3 clusters
  Score: Raw -1196990.619765 + Penalty 3031.842267 = -1193958.777499
  nChanged 10
		SP:Iteration 84Q (146804.270000 sec): 3 clusters
  Score: Raw -1196992.186036 + Penalty 3031.842267 = -1193960.343769
  nChanged 9
		SP:Iteration 85Q (146804.490000 sec): 3 clusters
  Score: Raw -1196993.933472 + Penalty 3031.842267 = -1193962.091205
  nChanged 8
		SP:Iteration 86Q (146804.730000 sec): 3 clusters
  Score: Raw -1196994.970130 + Penalty 3031.842267 = -1193963.127863
  nChanged 3
		SP:Iteration 87Q (146805.010000 sec): 3 clusters
  Score: Raw -1196995.158481 + Penalty 3031.842267 = -1193963.316214
  nChanged 3
		SP:Iteration 88Q (146805.250000 sec): 3 clusters
  Score: Raw -1196995.502152 + Penalty 3031.842267 = -1193963.659885
  nChanged 2
		SP:Iteration 89Q (146805.490000 sec): 3 clusters
  Score: Raw -1196995.693106 + Penalty 3031.842267 = -1193963.850840
  nChanged 4
		SP:Iteration 90Q (146805.700000 sec): 3 clusters
  Score: Raw -1196995.976705 + Penalty 3031.842267 = -1193964.134438
  nChanged 5
		SP:Iteration 91Q (146805.920000 sec): 3 clusters
  Score: Raw -1196996.489379 + Penalty 3031.842267 = -1193964.647112
  nChanged 6
		SP:Iteration 92Q (146806.130000 sec): 3 clusters
  Score: Raw -1196997.552036 + Penalty 3031.842267 = -1193965.709770
  nChanged 10
		SP:Iteration 93Q (146806.370000 sec): 3 clusters
  Score: Raw -1196999.124310 + Penalty 3031.842267 = -1193967.282044
  nChanged 9
		SP:Iteration 94Q (146806.630000 sec): 3 clusters
  Score: Raw -1197000.687117 + Penalty 3031.842267 = -1193968.844851
  nChanged 10
		SP:Iteration 95Q (146806.850000 sec): 3 clusters
  Score: Raw -1197001.968660 + Penalty 3031.842267 = -1193970.126394
  nChanged 9
		SP:Iteration 96Q (146807.090000 sec): 3 clusters
  Score: Raw -1197002.855702 + Penalty 3031.842267 = -1193971.013435
  nChanged 7
		SP:Iteration 97Q (146807.330000 sec): 3 clusters
  Score: Raw -1197003.470470 + Penalty 3031.842267 = -1193971.628203
  nChanged 7
		SP:Iteration 98Q (146807.540000 sec): 3 clusters
  Score: Raw -1197004.519413 + Penalty 3031.842267 = -1193972.677146
  nChanged 13
		SP:Iteration 99Q (146807.760000 sec): 3 clusters
  Score: Raw -1197006.141630 + Penalty 3031.842267 = -1193974.299363
  nChanged 11
		SP:Iteration 100F (146807.990000 sec): 3 clusters
  Score: Raw -1197007.545641 + Penalty 3031.842267 = -1193975.703375
  nChanged 8
		SP:Iteration 101Q (146808.190000 sec): 3 clusters
  Score: Raw -1197008.095128 + Penalty 3031.842267 = -1193976.252861
  nChanged 4
		SP:Iteration 102Q (146808.480000 sec): 3 clusters
  Score: Raw -1197008.510971 + Penalty 3031.842267 = -1193976.668704
  nChanged 6
		SP:Iteration 103Q (146808.700000 sec): 3 clusters
  Score: Raw -1197009.060266 + Penalty 3031.842267 = -1193977.217999
  nChanged 2
		SP:Iteration 104Q (146808.920000 sec): 3 clusters
  Score: Raw -1197009.303086 + Penalty 3031.842267 = -1193977.460819
  nChanged 7
		SP:Iteration 105Q (146809.150000 sec): 3 clusters
  Score: Raw -1197010.066591 + Penalty 3031.842267 = -1193978.224324
  nChanged 4
		SP:Iteration 106Q (146809.380000 sec): 3 clusters
  Score: Raw -1197010.383451 + Penalty 3031.842267 = -1193978.541185
  nChanged 2
		SP:Iteration 107Q (146809.630000 sec): 3 clusters
  Score: Raw -1197010.478133 + Penalty 3031.842267 = -1193978.635867
  nChanged 1
		SP:Iteration 108Q (146809.860000 sec): 3 clusters
  Score: Raw -1197010.580049 + Penalty 3031.842267 = -1193978.737783
  nChanged 0
		SP:Iteration 109F (146810.080000 sec): 3 clusters
  Score: Raw -1197010.580049 + Penalty 3031.842267 = -1193978.737783
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146810.220000 sec): 2 clusters
  Score: Raw -488702.497449 + Penalty 1364.375165 = -487338.122283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146810.410000 sec): 3 clusters
  Score: Raw -486415.480095 + Penalty 2728.750330 = -483686.729765
  nChanged 1783
		SP:Iteration 1F (146810.600000 sec): 3 clusters
  Score: Raw -487402.443077 + Penalty 2728.750330 = -484673.692746
  nChanged 322
		SP:Iteration 2F (146810.720000 sec): 3 clusters
  Score: Raw -487571.730022 + Penalty 2728.750330 = -484842.979692
  nChanged 229
		SP:Iteration 3F (146810.910000 sec): 3 clusters
  Score: Raw -487687.424480 + Penalty 2728.750330 = -484958.674150
  nChanged 181
		SP:Iteration 4Q (146811.150000 sec): 3 clusters
  Score: Raw -487782.591126 + Penalty 2728.750330 = -485053.840795
  nChanged 168
		SP:Iteration 5Q (146811.350000 sec): 3 clusters
  Score: Raw -487876.367801 + Penalty 2728.750330 = -485147.617471
  nChanged 165
		SP:Iteration 6Q (146811.550000 sec): 3 clusters
  Score: Raw -487968.062594 + Penalty 2728.750330 = -485239.312263
  nChanged 137
		SP:Iteration 7Q (146811.740000 sec): 3 clusters
  Score: Raw -488049.515157 + Penalty 2728.750330 = -485320.764827
  nChanged 140
		SP:Iteration 8Q (146811.990000 sec): 3 clusters
  Score: Raw -488139.226908 + Penalty 2728.750330 = -485410.476578
  nChanged 153
		SP:Iteration 9Q (146812.200000 sec): 3 clusters
  Score: Raw -488250.547825 + Penalty 2728.750330 = -485521.797494
  nChanged 147
		SP:Iteration 10Q (146812.480000 sec): 3 clusters
  Score: Raw -488349.862842 + Penalty 2728.750330 = -485621.112511
  nChanged 115
		SP:Iteration 11Q (146812.700000 sec): 3 clusters
  Score: Raw -488427.100985 + Penalty 2728.750330 = -485698.350655
  nChanged 110
		SP:Iteration 12Q (146812.860000 sec): 3 clusters
  Score: Raw -488500.504625 + Penalty 2728.750330 = -485771.754294
  nChanged 96
		SP:Iteration 13Q (146813.050000 sec): 3 clusters
  Score: Raw -488567.207822 + Penalty 2728.750330 = -485838.457491
  nChanged 77
		SP:Iteration 14Q (146813.330000 sec): 3 clusters
  Score: Raw -488614.862658 + Penalty 2728.750330 = -485886.112328
  nChanged 43
		SP:Iteration 15Q (146813.480000 sec): 3 clusters
  Score: Raw -488639.292814 + Penalty 2728.750330 = -485910.542484
  nChanged 29
		SP:Iteration 16Q (146813.700000 sec): 3 clusters
  Score: Raw -488653.078901 + Penalty 2728.750330 = -485924.328570
  nChanged 23
		SP:Iteration 17Q (146813.920000 sec): 3 clusters
  Score: Raw -488666.702456 + Penalty 2728.750330 = -485937.952125
  nChanged 18
		SP:Iteration 18Q (146814.140000 sec): 3 clusters
  Score: Raw -488675.994790 + Penalty 2728.750330 = -485947.244459
  nChanged 17
		SP:Iteration 19Q (146814.340000 sec): 3 clusters
  Score: Raw -488683.065263 + Penalty 2728.750330 = -485954.314933
  nChanged 10
		SP:Iteration 20F (146814.580000 sec): 3 clusters
  Score: Raw -488689.038304 + Penalty 2728.750330 = -485960.287974
  nChanged 14
		SP:Iteration 21Q (146814.800000 sec): 3 clusters
  Score: Raw -488696.159836 + Penalty 2728.750330 = -485967.409505
  nChanged 20
		SP:Iteration 22Q (146815.010000 sec): 3 clusters
  Score: Raw -488711.460323 + Penalty 2728.750330 = -485982.709993
  nChanged 20
		SP:Iteration 23Q (146815.230000 sec): 3 clusters
  Score: Raw -488725.377240 + Penalty 2728.750330 = -485996.626909
  nChanged 17
		SP:Iteration 24Q (146815.400000 sec): 3 clusters
  Score: Raw -488735.874752 + Penalty 2728.750330 = -486007.124421
  nChanged 16
		SP:Iteration 25Q (146815.640000 sec): 3 clusters
  Score: Raw -488745.196026 + Penalty 2728.750330 = -486016.445695
  nChanged 14
		SP:Iteration 26Q (146815.860000 sec): 3 clusters
  Score: Raw -488752.618423 + Penalty 2728.750330 = -486023.868092
  nChanged 9
		SP:Iteration 27Q (146816.060000 sec): 3 clusters
  Score: Raw -488758.381668 + Penalty 2728.750330 = -486029.631338
  nChanged 6
		SP:Iteration 28Q (146816.310000 sec): 3 clusters
  Score: Raw -488762.345804 + Penalty 2728.750330 = -486033.595473
  nChanged 8
		SP:Iteration 29Q (146816.500000 sec): 3 clusters
  Score: Raw -488766.465141 + Penalty 2728.750330 = -486037.714810
  nChanged 4
		SP:Iteration 30Q (146816.740000 sec): 3 clusters
  Score: Raw -488768.419777 + Penalty 2728.750330 = -486039.669447
  nChanged 3
		SP:Iteration 31Q (146816.890000 sec): 3 clusters
  Score: Raw -488769.509989 + Penalty 2728.750330 = -486040.759658
  nChanged 2
		SP:Iteration 32Q (146817.120000 sec): 3 clusters
  Score: Raw -488770.543726 + Penalty 2728.750330 = -486041.793396
  nChanged 2
		SP:Iteration 33Q (146817.280000 sec): 3 clusters
  Score: Raw -488772.029591 + Penalty 2728.750330 = -486043.279260
  nChanged 3
		SP:Iteration 34Q (146817.440000 sec): 3 clusters
  Score: Raw -488774.093499 + Penalty 2728.750330 = -486045.343169
  nChanged 4
		SP:Iteration 35Q (146817.680000 sec): 3 clusters
  Score: Raw -488776.076217 + Penalty 2728.750330 = -486047.325886
  nChanged 1
		SP:Iteration 36Q (146817.880000 sec): 3 clusters
  Score: Raw -488776.358509 + Penalty 2728.750330 = -486047.608179
  nChanged 1
		SP:Iteration 37Q (146818.060000 sec): 3 clusters
  Score: Raw -488776.971305 + Penalty 2728.750330 = -486048.220974
  nChanged 0
		SP:Iteration 38F (146818.270000 sec): 3 clusters
  Score: Raw -488776.971305 + Penalty 2728.750330 = -486048.220974
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146818.390000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146818.640000 sec): 3 clusters
  Score: Raw -428538.057013 + Penalty 2689.248883 = -425848.808130
  nChanged 1476
		SP:Iteration 1F (146818.780000 sec): 3 clusters
  Score: Raw -429317.121387 + Penalty 2689.248883 = -426627.872504
  nChanged 287
		SP:Iteration 2F (146819.020000 sec): 3 clusters
  Score: Raw -429448.190157 + Penalty 2689.248883 = -426758.941274
  nChanged 188
		SP:Iteration 3Q (146819.210000 sec): 3 clusters
  Score: Raw -429535.502068 + Penalty 2689.248883 = -426846.253186
  nChanged 150
		SP:Iteration 4Q (146819.390000 sec): 3 clusters
  Score: Raw -429602.280260 + Penalty 2689.248883 = -426913.031377
  nChanged 92
		SP:Iteration 5Q (146819.630000 sec): 3 clusters
  Score: Raw -429641.952512 + Penalty 2689.248883 = -426952.703630
  nChanged 77
		SP:Iteration 6Q (146819.820000 sec): 3 clusters
  Score: Raw -429671.392881 + Penalty 2689.248883 = -426982.143999
  nChanged 78
		SP:Iteration 7Q (146819.990000 sec): 3 clusters
  Score: Raw -429704.246983 + Penalty 2689.248883 = -427014.998100
  nChanged 85
		SP:Iteration 8Q (146820.240000 sec): 3 clusters
  Score: Raw -429745.950642 + Penalty 2689.248883 = -427056.701759
  nChanged 87
		SP:Iteration 9Q (146820.410000 sec): 3 clusters
  Score: Raw -429789.674468 + Penalty 2689.248883 = -427100.425585
  nChanged 81
		SP:Iteration 10Q (146820.540000 sec): 3 clusters
  Score: Raw -429829.285414 + Penalty 2689.248883 = -427140.036531
  nChanged 84
		SP:Iteration 11Q (146820.820000 sec): 3 clusters
  Score: Raw -429873.698648 + Penalty 2689.248883 = -427184.449765
  nChanged 87
		SP:Iteration 12Q (146820.980000 sec): 3 clusters
  Score: Raw -429921.573838 + Penalty 2689.248883 = -427232.324956
  nChanged 81
		SP:Iteration 13Q (146821.200000 sec): 3 clusters
  Score: Raw -429969.601465 + Penalty 2689.248883 = -427280.352583
  nChanged 90
		SP:Iteration 14Q (146821.370000 sec): 3 clusters
  Score: Raw -430026.239042 + Penalty 2689.248883 = -427336.990159
  nChanged 96
		SP:Iteration 15Q (146821.580000 sec): 3 clusters
  Score: Raw -430084.571942 + Penalty 2689.248883 = -427395.323059
  nChanged 92
		SP:Iteration 16Q (146821.770000 sec): 3 clusters
  Score: Raw -430144.347707 + Penalty 2689.248883 = -427455.098825
  nChanged 86
		SP:Iteration 17Q (146821.970000 sec): 3 clusters
  Score: Raw -430207.957818 + Penalty 2689.248883 = -427518.708935
  nChanged 93
		SP:Iteration 18Q (146822.170000 sec): 3 clusters
  Score: Raw -430275.986622 + Penalty 2689.248883 = -427586.737739
  nChanged 78
		SP:Iteration 19Q (146822.400000 sec): 3 clusters
  Score: Raw -430342.126931 + Penalty 2689.248883 = -427652.878049
  nChanged 65
		SP:Iteration 20F (146822.590000 sec): 3 clusters
  Score: Raw -430390.699674 + Penalty 2689.248883 = -427701.450791
  nChanged 53
		SP:Iteration 21Q (146822.810000 sec): 3 clusters
  Score: Raw -430433.475430 + Penalty 2689.248883 = -427744.226548
  nChanged 46
		SP:Iteration 22Q (146823.030000 sec): 3 clusters
  Score: Raw -430471.741779 + Penalty 2689.248883 = -427782.492897
  nChanged 48
		SP:Iteration 23Q (146823.240000 sec): 3 clusters
  Score: Raw -430516.895525 + Penalty 2689.248883 = -427827.646643
  nChanged 35
		SP:Iteration 24Q (146823.400000 sec): 3 clusters
  Score: Raw -430549.756149 + Penalty 2689.248883 = -427860.507267
  nChanged 33
		SP:Iteration 25Q (146823.600000 sec): 3 clusters
  Score: Raw -430578.677909 + Penalty 2689.248883 = -427889.429026
  nChanged 24
		SP:Iteration 26Q (146823.830000 sec): 3 clusters
  Score: Raw -430601.465976 + Penalty 2689.248883 = -427912.217094
  nChanged 18
		SP:Iteration 27Q (146824.020000 sec): 3 clusters
  Score: Raw -430621.483330 + Penalty 2689.248883 = -427932.234448
  nChanged 12
		SP:Iteration 28Q (146824.210000 sec): 3 clusters
  Score: Raw -430633.998573 + Penalty 2689.248883 = -427944.749691
  nChanged 9
		SP:Iteration 29Q (146824.450000 sec): 3 clusters
  Score: Raw -430642.542934 + Penalty 2689.248883 = -427953.294051
  nChanged 6
		SP:Iteration 30Q (146824.580000 sec): 3 clusters
  Score: Raw -430649.351695 + Penalty 2689.248883 = -427960.102812
  nChanged 5
		SP:Iteration 31Q (146824.760000 sec): 3 clusters
  Score: Raw -430655.136960 + Penalty 2689.248883 = -427965.888078
  nChanged 4
		SP:Iteration 32Q (146824.960000 sec): 3 clusters
  Score: Raw -430659.983203 + Penalty 2689.248883 = -427970.734321
  nChanged 3
		SP:Iteration 33Q (146825.160000 sec): 3 clusters
  Score: Raw -430662.566381 + Penalty 2689.248883 = -427973.317499
  nChanged 5
		SP:Iteration 34Q (146825.350000 sec): 3 clusters
  Score: Raw -430667.872270 + Penalty 2689.248883 = -427978.623388
  nChanged 4
		SP:Iteration 35Q (146825.540000 sec): 3 clusters
  Score: Raw -430671.572997 + Penalty 2689.248883 = -427982.324115
  nChanged 2
		SP:Iteration 36Q (146825.700000 sec): 3 clusters
  Score: Raw -430673.494524 + Penalty 2689.248883 = -427984.245642
  nChanged 2
		SP:Iteration 37Q (146825.900000 sec): 3 clusters
  Score: Raw -430676.129734 + Penalty 2689.248883 = -427986.880852
  nChanged 4
		SP:Iteration 38Q (146826.140000 sec): 3 clusters
  Score: Raw -430680.264746 + Penalty 2689.248883 = -427991.015863
  nChanged 2
		SP:Iteration 39Q (146826.280000 sec): 3 clusters
  Score: Raw -430682.689574 + Penalty 2689.248883 = -427993.440692
  nChanged 2
		SP:Iteration 40F (146826.500000 sec): 3 clusters
  Score: Raw -430684.648510 + Penalty 2689.248883 = -427995.399627
  nChanged 2
		SP:Iteration 41Q (146826.710000 sec): 3 clusters
  Score: Raw -430686.454282 + Penalty 2689.248883 = -427997.205400
  nChanged 1
		SP:Iteration 42Q (146826.920000 sec): 3 clusters
  Score: Raw -430687.491582 + Penalty 2689.248883 = -427998.242700
  nChanged 2
		SP:Iteration 43Q (146827.090000 sec): 3 clusters
  Score: Raw -430689.325973 + Penalty 2689.248883 = -428000.077090
  nChanged 1
		SP:Iteration 44Q (146827.300000 sec): 3 clusters
  Score: Raw -430689.767431 + Penalty 2689.248883 = -428000.518548
  nChanged 0
		SP:Iteration 45F (146827.470000 sec): 3 clusters
  Score: Raw -430689.767431 + Penalty 2689.248883 = -428000.518548
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146827.780000 sec): 2 clusters
  Score: Raw -3856710.969333 + Penalty 1713.989598 = -3854996.979735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146828.210000 sec): 3 clusters
  Score: Raw -3832999.280057 + Penalty 3427.979196 = -3829571.300861
  nChanged 17563
		SP:Iteration 1F (146828.580000 sec): 3 clusters
  Score: Raw -3843406.294174 + Penalty 3427.979196 = -3839978.314978
  nChanged 2219
		SP:Iteration 2F (146828.920000 sec): 3 clusters
  Score: Raw -3844730.732166 + Penalty 3427.979196 = -3841302.752970
  nChanged 2751
		SP:Iteration 3F (146829.320000 sec): 3 clusters
  Score: Raw -3846810.498461 + Penalty 3427.979196 = -3843382.519265
  nChanged 3058
		SP:Iteration 4F (146829.700000 sec): 3 clusters
  Score: Raw -3849239.366562 + Penalty 3427.979196 = -3845811.387366
  nChanged 2820
		SP:Iteration 5F (146830.040000 sec): 3 clusters
  Score: Raw -3851302.927663 + Penalty 3427.979196 = -3847874.948467
  nChanged 2271
		SP:Iteration 6F (146830.430000 sec): 3 clusters
  Score: Raw -3852704.999679 + Penalty 3427.979196 = -3849277.020483
  nChanged 1660
		SP:Iteration 7Q (146830.790000 sec): 3 clusters
  Score: Raw -3853608.302859 + Penalty 3427.979196 = -3850180.323663
  nChanged 1292
		SP:Iteration 8Q (146831.110000 sec): 3 clusters
  Score: Raw -3854259.921919 + Penalty 3427.979196 = -3850831.942723
  nChanged 966
		SP:Iteration 9Q (146831.450000 sec): 3 clusters
  Score: Raw -3854712.491465 + Penalty 3427.979196 = -3851284.512268
  nChanged 832
		SP:Iteration 10Q (146831.780000 sec): 3 clusters
  Score: Raw -3855102.751642 + Penalty 3427.979196 = -3851674.772445
  nChanged 751
		SP:Iteration 11Q (146832.100000 sec): 3 clusters
  Score: Raw -3855454.640869 + Penalty 3427.979196 = -3852026.661673
  nChanged 714
		SP:Iteration 12Q (146832.440000 sec): 3 clusters
  Score: Raw -3855775.080381 + Penalty 3427.979196 = -3852347.101185
  nChanged 634
		SP:Iteration 13Q (146832.750000 sec): 3 clusters
  Score: Raw -3856043.957915 + Penalty 3427.979196 = -3852615.978719
  nChanged 527
		SP:Iteration 14Q (146833.130000 sec): 3 clusters
  Score: Raw -3856266.935512 + Penalty 3427.979196 = -3852838.956316
  nChanged 468
		SP:Iteration 15Q (146833.490000 sec): 3 clusters
  Score: Raw -3856464.215275 + Penalty 3427.979196 = -3853036.236079
  nChanged 410
		SP:Iteration 16Q (146833.840000 sec): 3 clusters
  Score: Raw -3856637.719967 + Penalty 3427.979196 = -3853209.740771
  nChanged 348
		SP:Iteration 17Q (146834.200000 sec): 3 clusters
  Score: Raw -3856780.136035 + Penalty 3427.979196 = -3853352.156839
  nChanged 299
		SP:Iteration 18Q (146834.570000 sec): 3 clusters
  Score: Raw -3856893.954778 + Penalty 3427.979196 = -3853465.975582
  nChanged 238
		SP:Iteration 19Q (146834.900000 sec): 3 clusters
  Score: Raw -3856982.664442 + Penalty 3427.979196 = -3853554.685246
  nChanged 200
		SP:Iteration 20F (146835.200000 sec): 3 clusters
  Score: Raw -3857061.031796 + Penalty 3427.979196 = -3853633.052600
  nChanged 189
		SP:Iteration 21Q (146835.550000 sec): 3 clusters
  Score: Raw -3857134.296426 + Penalty 3427.979196 = -3853706.317230
  nChanged 147
		SP:Iteration 22Q (146835.840000 sec): 3 clusters
  Score: Raw -3857182.938938 + Penalty 3427.979196 = -3853754.959742
  nChanged 120
		SP:Iteration 23Q (146836.190000 sec): 3 clusters
  Score: Raw -3857224.704440 + Penalty 3427.979196 = -3853796.725244
  nChanged 103
		SP:Iteration 24Q (146836.490000 sec): 3 clusters
  Score: Raw -3857256.990525 + Penalty 3427.979196 = -3853829.011329
  nChanged 90
		SP:Iteration 25Q (146836.850000 sec): 3 clusters
  Score: Raw -3857283.218710 + Penalty 3427.979196 = -3853855.239514
  nChanged 72
		SP:Iteration 26Q (146837.140000 sec): 3 clusters
  Score: Raw -3857300.499647 + Penalty 3427.979196 = -3853872.520451
  nChanged 56
		SP:Iteration 27Q (146837.480000 sec): 3 clusters
  Score: Raw -3857317.231968 + Penalty 3427.979196 = -3853889.252771
  nChanged 59
		SP:Iteration 28Q (146837.910000 sec): 3 clusters
  Score: Raw -3857334.418529 + Penalty 3427.979196 = -3853906.439333
  nChanged 53
		SP:Iteration 29Q (146838.240000 sec): 3 clusters
  Score: Raw -3857352.148977 + Penalty 3427.979196 = -3853924.169781
  nChanged 50
		SP:Iteration 30Q (146838.610000 sec): 3 clusters
  Score: Raw -3857373.325925 + Penalty 3427.979196 = -3853945.346728
  nChanged 52
		SP:Iteration 31Q (146838.950000 sec): 3 clusters
  Score: Raw -3857402.936729 + Penalty 3427.979196 = -3853974.957533
  nChanged 56
		SP:Iteration 32Q (146839.270000 sec): 3 clusters
  Score: Raw -3857451.595342 + Penalty 3427.979196 = -3854023.616146
  nChanged 69
		SP:Iteration 33Q (146839.600000 sec): 3 clusters
  Score: Raw -3857508.455479 + Penalty 3427.979196 = -3854080.476283
  nChanged 94
		SP:Iteration 34Q (146840.020000 sec): 3 clusters
  Score: Raw -3857568.325008 + Penalty 3427.979196 = -3854140.345812
  nChanged 84
		SP:Iteration 35Q (146840.330000 sec): 3 clusters
  Score: Raw -3857616.021118 + Penalty 3427.979196 = -3854188.041922
  nChanged 94
		SP:Iteration 36Q (146840.700000 sec): 3 clusters
  Score: Raw -3857647.664710 + Penalty 3427.979196 = -3854219.685514
  nChanged 77
		SP:Iteration 37Q (146841.040000 sec): 3 clusters
  Score: Raw -3857667.642401 + Penalty 3427.979196 = -3854239.663205
  nChanged 49
		SP:Iteration 38Q (146841.400000 sec): 3 clusters
  Score: Raw -3857681.024855 + Penalty 3427.979196 = -3854253.045659
  nChanged 41
		SP:Iteration 39Q (146841.760000 sec): 3 clusters
  Score: Raw -3857691.159281 + Penalty 3427.979196 = -3854263.180085
  nChanged 31
		SP:Iteration 40F (146842.120000 sec): 3 clusters
  Score: Raw -3857699.303928 + Penalty 3427.979196 = -3854271.324732
  nChanged 31
		SP:Iteration 41Q (146842.490000 sec): 3 clusters
  Score: Raw -3857708.035547 + Penalty 3427.979196 = -3854280.056351
  nChanged 30
		SP:Iteration 42Q (146842.880000 sec): 3 clusters
  Score: Raw -3857715.790052 + Penalty 3427.979196 = -3854287.810856
  nChanged 19
		SP:Iteration 43Q (146843.200000 sec): 3 clusters
  Score: Raw -3857720.506301 + Penalty 3427.979196 = -3854292.527105
  nChanged 12
		SP:Iteration 44Q (146843.540000 sec): 3 clusters
  Score: Raw -3857722.698145 + Penalty 3427.979196 = -3854294.718949
  nChanged 10
		SP:Iteration 45Q (146843.840000 sec): 3 clusters
  Score: Raw -3857724.405842 + Penalty 3427.979196 = -3854296.426646
  nChanged 9
		SP:Iteration 46Q (146844.180000 sec): 3 clusters
  Score: Raw -3857726.090759 + Penalty 3427.979196 = -3854298.111563
  nChanged 5
		SP:Iteration 47Q (146844.560000 sec): 3 clusters
  Score: Raw -3857727.057813 + Penalty 3427.979196 = -3854299.078617
  nChanged 6
		SP:Iteration 48Q (146844.900000 sec): 3 clusters
  Score: Raw -3857728.328251 + Penalty 3427.979196 = -3854300.349055
  nChanged 5
		SP:Iteration 49Q (146845.200000 sec): 3 clusters
  Score: Raw -3857729.415906 + Penalty 3427.979196 = -3854301.436709
  nChanged 6
		SP:Iteration 50Q (146845.560000 sec): 3 clusters
  Score: Raw -3857730.723719 + Penalty 3427.979196 = -3854302.744523
  nChanged 4
		SP:Iteration 51Q (146845.920000 sec): 3 clusters
  Score: Raw -3857731.282670 + Penalty 3427.979196 = -3854303.303474
  nChanged 1
		SP:Iteration 52Q (146846.260000 sec): 3 clusters
  Score: Raw -3857731.391811 + Penalty 3427.979196 = -3854303.412615
  nChanged 3
		SP:Iteration 53Q (146846.550000 sec): 3 clusters
  Score: Raw -3857731.822180 + Penalty 3427.979196 = -3854303.842984
  nChanged 1
		SP:Iteration 54Q (146846.950000 sec): 3 clusters
  Score: Raw -3857731.956139 + Penalty 3427.979196 = -3854303.976943
  nChanged 1
		SP:Iteration 55Q (146847.280000 sec): 3 clusters
  Score: Raw -3857732.043319 + Penalty 3427.979196 = -3854304.064123
  nChanged 0
		SP:Iteration 56F (146847.660000 sec): 3 clusters
  Score: Raw -3857732.043319 + Penalty 3427.979196 = -3854304.064123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146847.760000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146847.940000 sec): 3 clusters
  Score: Raw -18415.750261 + Penalty 1746.965482 = -16668.784779
  nChanged 32
		SP:Iteration 1F (146848.160000 sec): 3 clusters
  Score: Raw -18537.187725 + Penalty 1746.965482 = -16790.222242
  nChanged 10
		SP:Iteration 2Q (146848.350000 sec): 3 clusters
  Score: Raw -18583.890593 + Penalty 1746.965482 = -16836.925110
  nChanged 1
		SP:Iteration 3Q (146848.580000 sec): 3 clusters
  Score: Raw -18585.638568 + Penalty 1746.965482 = -16838.673086
  nChanged 0
		SP:Iteration 4F (146848.780000 sec): 3 clusters
  Score: Raw -18585.638568 + Penalty 1746.965482 = -16838.673086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8338 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146848.930000 sec): 2 clusters
  Score: Raw -869073.535176 + Penalty 1467.144032 = -867606.391144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146849.200000 sec): 3 clusters
  Score: Raw -864555.421623 + Penalty 2934.288064 = -861621.133559
  nChanged 3533
		SP:Iteration 1F (146849.400000 sec): 3 clusters
  Score: Raw -866426.289569 + Penalty 2934.288064 = -863492.001505
  nChanged 549
		SP:Iteration 2F (146849.630000 sec): 3 clusters
  Score: Raw -866704.143466 + Penalty 2934.288064 = -863769.855402
  nChanged 519
		SP:Iteration 3F (146849.860000 sec): 3 clusters
  Score: Raw -866962.748408 + Penalty 2934.288064 = -864028.460344
  nChanged 449
		SP:Iteration 4F (146850.070000 sec): 3 clusters
  Score: Raw -867176.192171 + Penalty 2934.288064 = -864241.904107
  nChanged 390
		SP:Iteration 5Q (146850.310000 sec): 3 clusters
  Score: Raw -867364.901530 + Penalty 2934.288064 = -864430.613466
  nChanged 360
		SP:Iteration 6Q (146850.500000 sec): 3 clusters
  Score: Raw -867539.888104 + Penalty 2934.288064 = -864605.600040
  nChanged 338
		SP:Iteration 7Q (146850.720000 sec): 3 clusters
  Score: Raw -867695.681439 + Penalty 2934.288064 = -864761.393375
  nChanged 293
		SP:Iteration 8Q (146850.960000 sec): 3 clusters
  Score: Raw -867832.183001 + Penalty 2934.288064 = -864897.894937
  nChanged 280
		SP:Iteration 9Q (146851.170000 sec): 3 clusters
  Score: Raw -867963.341589 + Penalty 2934.288064 = -865029.053525
  nChanged 254
		SP:Iteration 10Q (146851.450000 sec): 3 clusters
  Score: Raw -868089.029922 + Penalty 2934.288064 = -865154.741858
  nChanged 255
		SP:Iteration 11Q (146851.640000 sec): 3 clusters
  Score: Raw -868232.776830 + Penalty 2934.288064 = -865298.488766
  nChanged 230
		SP:Iteration 12Q (146851.880000 sec): 3 clusters
  Score: Raw -868367.341598 + Penalty 2934.288064 = -865433.053534
  nChanged 239
		SP:Iteration 13Q (146852.030000 sec): 3 clusters
  Score: Raw -868522.507239 + Penalty 2934.288064 = -865588.219175
  nChanged 203
		SP:Iteration 14Q (146852.270000 sec): 3 clusters
  Score: Raw -868654.219608 + Penalty 2934.288064 = -865719.931544
  nChanged 183
		SP:Iteration 15Q (146852.500000 sec): 3 clusters
  Score: Raw -868774.215562 + Penalty 2934.288064 = -865839.927498
  nChanged 139
		SP:Iteration 16Q (146852.790000 sec): 3 clusters
  Score: Raw -868875.524588 + Penalty 2934.288064 = -865941.236524
  nChanged 123
		SP:Iteration 17Q (146853.020000 sec): 3 clusters
  Score: Raw -868969.608763 + Penalty 2934.288064 = -866035.320699
  nChanged 94
		SP:Iteration 18Q (146853.220000 sec): 3 clusters
  Score: Raw -869026.292122 + Penalty 2934.288064 = -866092.004058
  nChanged 52
		SP:Iteration 19Q (146853.420000 sec): 3 clusters
  Score: Raw -869059.212997 + Penalty 2934.288064 = -866124.924933
  nChanged 42
		SP:Iteration 20F (146853.680000 sec): 3 clusters
  Score: Raw -869089.395913 + Penalty 2934.288064 = -866155.107849
  nChanged 42
		SP:Iteration 21Q (146853.930000 sec): 3 clusters
  Score: Raw -869124.085448 + Penalty 2934.288064 = -866189.797384
  nChanged 41
		SP:Iteration 22Q (146854.090000 sec): 3 clusters
  Score: Raw -869155.421995 + Penalty 2934.288064 = -866221.133931
  nChanged 37
		SP:Iteration 23Q (146854.290000 sec): 3 clusters
  Score: Raw -869177.797431 + Penalty 2934.288064 = -866243.509367
  nChanged 23
		SP:Iteration 24Q (146854.480000 sec): 3 clusters
  Score: Raw -869201.848054 + Penalty 2934.288064 = -866267.559990
  nChanged 28
		SP:Iteration 25Q (146854.710000 sec): 3 clusters
  Score: Raw -869222.959907 + Penalty 2934.288064 = -866288.671843
  nChanged 16
		SP:Iteration 26Q (146854.910000 sec): 3 clusters
  Score: Raw -869233.688375 + Penalty 2934.288064 = -866299.400311
  nChanged 15
		SP:Iteration 27Q (146855.120000 sec): 3 clusters
  Score: Raw -869255.035805 + Penalty 2934.288064 = -866320.747741
  nChanged 24
		SP:Iteration 28Q (146855.330000 sec): 3 clusters
  Score: Raw -869287.561223 + Penalty 2934.288064 = -866353.273159
  nChanged 22
		SP:Iteration 29Q (146855.580000 sec): 3 clusters
  Score: Raw -869311.647431 + Penalty 2934.288064 = -866377.359367
  nChanged 19
		SP:Iteration 30Q (146855.760000 sec): 3 clusters
  Score: Raw -869334.664096 + Penalty 2934.288064 = -866400.376032
  nChanged 15
		SP:Iteration 31Q (146855.960000 sec): 3 clusters
  Score: Raw -869350.242337 + Penalty 2934.288064 = -866415.954273
  nChanged 16
		SP:Iteration 32Q (146856.190000 sec): 3 clusters
  Score: Raw -869366.410880 + Penalty 2934.288064 = -866432.122816
  nChanged 14
		SP:Iteration 33Q (146856.370000 sec): 3 clusters
  Score: Raw -869382.378597 + Penalty 2934.288064 = -866448.090533
  nChanged 13
		SP:Iteration 34Q (146856.570000 sec): 3 clusters
  Score: Raw -869393.685400 + Penalty 2934.288064 = -866459.397336
  nChanged 7
		SP:Iteration 35Q (146856.760000 sec): 3 clusters
  Score: Raw -869399.615889 + Penalty 2934.288064 = -866465.327825
  nChanged 4
		SP:Iteration 36Q (146856.970000 sec): 3 clusters
  Score: Raw -869402.176795 + Penalty 2934.288064 = -866467.888731
  nChanged 2
		SP:Iteration 37Q (146857.140000 sec): 3 clusters
  Score: Raw -869403.304552 + Penalty 2934.288064 = -866469.016488
  nChanged 2
		SP:Iteration 38Q (146857.390000 sec): 3 clusters
  Score: Raw -869404.947644 + Penalty 2934.288064 = -866470.659580
  nChanged 1
		SP:Iteration 39Q (146857.590000 sec): 3 clusters
  Score: Raw -869405.032258 + Penalty 2934.288064 = -866470.744194
  nChanged 0
		SP:Iteration 40F (146857.790000 sec): 3 clusters
  Score: Raw -869405.032258 + Penalty 2934.288064 = -866470.744194
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146858.190000 sec): 2 clusters
  Score: Raw -7715174.311426 + Penalty 1824.355354 = -7713349.956072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146858.680000 sec): 3 clusters
  Score: Raw -7666696.309428 + Penalty 3648.710708 = -7663047.598721
  nChanged 35730
		SP:Iteration 1F (146859.260000 sec): 3 clusters
  Score: Raw -7687720.285290 + Penalty 3648.710708 = -7684071.574583
  nChanged 3163
		SP:Iteration 2Q (146859.780000 sec): 3 clusters
  Score: Raw -7688933.490843 + Penalty 3648.710708 = -7685284.780136
  nChanged 3527
		SP:Iteration 3Q (146860.400000 sec): 3 clusters
  Score: Raw -7690551.601844 + Penalty 3648.710708 = -7686902.891137
  nChanged 3982
		SP:Iteration 4F (146860.890000 sec): 3 clusters
  Score: Raw -7692479.940918 + Penalty 3648.710708 = -7688831.230210
  nChanged 4128
		SP:Iteration 5F (146861.440000 sec): 3 clusters
  Score: Raw -7694486.818255 + Penalty 3648.710708 = -7690838.107548
  nChanged 4216
		SP:Iteration 6F (146861.970000 sec): 3 clusters
  Score: Raw -7696536.348620 + Penalty 3648.710708 = -7692887.637912
  nChanged 3985
		SP:Iteration 7F (146862.460000 sec): 3 clusters
  Score: Raw -7698685.798363 + Penalty 3648.710708 = -7695037.087655
  nChanged 3749
		SP:Iteration 8Q (146863.060000 sec): 3 clusters
  Score: Raw -7701055.684050 + Penalty 3648.710708 = -7697406.973343
  nChanged 3393
		SP:Iteration 9Q (146863.600000 sec): 3 clusters
  Score: Raw -7703654.012156 + Penalty 3648.710708 = -7700005.301449
  nChanged 2973
		SP:Iteration 10Q (146864.120000 sec): 3 clusters
  Score: Raw -7705964.208407 + Penalty 3648.710708 = -7702315.497700
  nChanged 2447
		SP:Iteration 11Q (146864.640000 sec): 3 clusters
  Score: Raw -7707456.759199 + Penalty 3648.710708 = -7703808.048491
  nChanged 1886
		SP:Iteration 12Q (146865.160000 sec): 3 clusters
  Score: Raw -7708471.969721 + Penalty 3648.710708 = -7704823.259013
  nChanged 1584
		SP:Iteration 13Q (146865.720000 sec): 3 clusters
  Score: Raw -7709315.308697 + Penalty 3648.710708 = -7705666.597989
  nChanged 1479
		SP:Iteration 14Q (146866.310000 sec): 3 clusters
  Score: Raw -7710106.673687 + Penalty 3648.710708 = -7706457.962979
  nChanged 1369
		SP:Iteration 15Q (146866.800000 sec): 3 clusters
  Score: Raw -7710804.414066 + Penalty 3648.710708 = -7707155.703359
  nChanged 1249
		SP:Iteration 16Q (146867.410000 sec): 3 clusters
  Score: Raw -7711453.761463 + Penalty 3648.710708 = -7707805.050756
  nChanged 1191
		SP:Iteration 17Q (146867.950000 sec): 3 clusters
  Score: Raw -7712064.687377 + Penalty 3648.710708 = -7708415.976669
  nChanged 1029
		SP:Iteration 18Q (146868.570000 sec): 3 clusters
  Score: Raw -7712561.511090 + Penalty 3648.710708 = -7708912.800382
  nChanged 945
		SP:Iteration 19Q (146869.030000 sec): 3 clusters
  Score: Raw -7713013.916290 + Penalty 3648.710708 = -7709365.205583
  nChanged 831
		SP:Iteration 20F (146869.640000 sec): 3 clusters
  Score: Raw -7713385.680030 + Penalty 3648.710708 = -7709736.969323
  nChanged 695
		SP:Iteration 21Q (146870.120000 sec): 3 clusters
  Score: Raw -7713674.560494 + Penalty 3648.710708 = -7710025.849787
  nChanged 648
		SP:Iteration 22Q (146870.640000 sec): 3 clusters
  Score: Raw -7713921.170036 + Penalty 3648.710708 = -7710272.459329
  nChanged 577
		SP:Iteration 23Q (146871.150000 sec): 3 clusters
  Score: Raw -7714135.334963 + Penalty 3648.710708 = -7710486.624255
  nChanged 542
		SP:Iteration 24Q (146871.620000 sec): 3 clusters
  Score: Raw -7714337.835143 + Penalty 3648.710708 = -7710689.124436
  nChanged 483
		SP:Iteration 25Q (146872.110000 sec): 3 clusters
  Score: Raw -7714522.801669 + Penalty 3648.710708 = -7710874.090962
  nChanged 465
		SP:Iteration 26Q (146872.580000 sec): 3 clusters
  Score: Raw -7714701.125338 + Penalty 3648.710708 = -7711052.414631
  nChanged 407
		SP:Iteration 27Q (146873.040000 sec): 3 clusters
  Score: Raw -7714855.032308 + Penalty 3648.710708 = -7711206.321600
  nChanged 352
		SP:Iteration 28Q (146873.500000 sec): 3 clusters
  Score: Raw -7715000.761774 + Penalty 3648.710708 = -7711352.051066
  nChanged 327
		SP:Iteration 29Q (146873.990000 sec): 3 clusters
  Score: Raw -7715151.666014 + Penalty 3648.710708 = -7711502.955306
  nChanged 313
		SP:Iteration 30Q (146874.490000 sec): 3 clusters
  Score: Raw -7715292.242224 + Penalty 3648.710708 = -7711643.531517
  nChanged 257
		SP:Iteration 31Q (146874.950000 sec): 3 clusters
  Score: Raw -7715424.332032 + Penalty 3648.710708 = -7711775.621324
  nChanged 236
		SP:Iteration 32Q (146875.430000 sec): 3 clusters
  Score: Raw -7715542.082393 + Penalty 3648.710708 = -7711893.371685
  nChanged 202
		SP:Iteration 33Q (146875.910000 sec): 3 clusters
  Score: Raw -7715637.107714 + Penalty 3648.710708 = -7711988.397006
  nChanged 164
		SP:Iteration 34Q (146876.370000 sec): 3 clusters
  Score: Raw -7715698.973589 + Penalty 3648.710708 = -7712050.262881
  nChanged 130
		SP:Iteration 35Q (146876.810000 sec): 3 clusters
  Score: Raw -7715745.454745 + Penalty 3648.710708 = -7712096.744038
  nChanged 102
		SP:Iteration 36Q (146877.310000 sec): 3 clusters
  Score: Raw -7715781.405372 + Penalty 3648.710708 = -7712132.694665
  nChanged 89
		SP:Iteration 37Q (146877.790000 sec): 3 clusters
  Score: Raw -7715812.648616 + Penalty 3648.710708 = -7712163.937908
  nChanged 88
		SP:Iteration 38Q (146878.260000 sec): 3 clusters
  Score: Raw -7715848.767184 + Penalty 3648.710708 = -7712200.056477
  nChanged 87
		SP:Iteration 39Q (146878.710000 sec): 3 clusters
  Score: Raw -7715876.375020 + Penalty 3648.710708 = -7712227.664313
  nChanged 64
		SP:Iteration 40F (146879.200000 sec): 3 clusters
  Score: Raw -7715894.482483 + Penalty 3648.710708 = -7712245.771775
  nChanged 56
		SP:Iteration 41Q (146879.640000 sec): 3 clusters
  Score: Raw -7715908.255310 + Penalty 3648.710708 = -7712259.544602
  nChanged 40
		SP:Iteration 42Q (146880.090000 sec): 3 clusters
  Score: Raw -7715917.315805 + Penalty 3648.710708 = -7712268.605097
  nChanged 37
		SP:Iteration 43Q (146880.490000 sec): 3 clusters
  Score: Raw -7715926.280005 + Penalty 3648.710708 = -7712277.569298
  nChanged 28
		SP:Iteration 44Q (146880.940000 sec): 3 clusters
  Score: Raw -7715932.547219 + Penalty 3648.710708 = -7712283.836511
  nChanged 30
		SP:Iteration 45Q (146881.370000 sec): 3 clusters
  Score: Raw -7715940.192813 + Penalty 3648.710708 = -7712291.482105
  nChanged 21
		SP:Iteration 46Q (146881.870000 sec): 3 clusters
  Score: Raw -7715944.510668 + Penalty 3648.710708 = -7712295.799960
  nChanged 20
		SP:Iteration 47Q (146882.310000 sec): 3 clusters
  Score: Raw -7715948.831459 + Penalty 3648.710708 = -7712300.120751
  nChanged 13
		SP:Iteration 48Q (146882.750000 sec): 3 clusters
  Score: Raw -7715950.646343 + Penalty 3648.710708 = -7712301.935635
  nChanged 9
		SP:Iteration 49Q (146883.220000 sec): 3 clusters
  Score: Raw -7715953.070358 + Penalty 3648.710708 = -7712304.359651
  nChanged 9
		SP:Iteration 50Q (146883.690000 sec): 3 clusters
  Score: Raw -7715954.797412 + Penalty 3648.710708 = -7712306.086704
  nChanged 11
		SP:Iteration 51Q (146884.170000 sec): 3 clusters
  Score: Raw -7715956.534472 + Penalty 3648.710708 = -7712307.823765
  nChanged 9
		SP:Iteration 52Q (146884.620000 sec): 3 clusters
  Score: Raw -7715957.894846 + Penalty 3648.710708 = -7712309.184139
  nChanged 8
		SP:Iteration 53Q (146885.150000 sec): 3 clusters
  Score: Raw -7715959.372387 + Penalty 3648.710708 = -7712310.661679
  nChanged 8
		SP:Iteration 54Q (146885.650000 sec): 3 clusters
  Score: Raw -7715960.892735 + Penalty 3648.710708 = -7712312.182028
  nChanged 4
		SP:Iteration 55Q (146886.180000 sec): 3 clusters
  Score: Raw -7715961.669196 + Penalty 3648.710708 = -7712312.958488
  nChanged 3
		SP:Iteration 56Q (146886.630000 sec): 3 clusters
  Score: Raw -7715962.203475 + Penalty 3648.710708 = -7712313.492768
  nChanged 4
		SP:Iteration 57Q (146887.130000 sec): 3 clusters
  Score: Raw -7715963.346803 + Penalty 3648.710708 = -7712314.636095
  nChanged 7
		SP:Iteration 58Q (146887.620000 sec): 3 clusters
  Score: Raw -7715965.314324 + Penalty 3648.710708 = -7712316.603616
  nChanged 5
		SP:Iteration 59Q (146888.060000 sec): 3 clusters
  Score: Raw -7715966.805325 + Penalty 3648.710708 = -7712318.094618
  nChanged 3
		SP:Iteration 60F (146888.630000 sec): 3 clusters
  Score: Raw -7715967.438883 + Penalty 3648.710708 = -7712318.728176
  nChanged 3
		SP:Iteration 61Q (146889.060000 sec): 3 clusters
  Score: Raw -7715967.886009 + Penalty 3648.710708 = -7712319.175301
  nChanged 3
		SP:Iteration 62Q (146889.610000 sec): 3 clusters
  Score: Raw -7715968.462028 + Penalty 3648.710708 = -7712319.751321
  nChanged 1
		SP:Iteration 63Q (146890.110000 sec): 3 clusters
  Score: Raw -7715968.602713 + Penalty 3648.710708 = -7712319.892006
  nChanged 0
		SP:Iteration 64F (146890.580000 sec): 3 clusters
  Score: Raw -7715968.602713 + Penalty 3648.710708 = -7712319.892006
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146890.790000 sec): 2 clusters
  Score: Raw -1548156.057751 + Penalty 1562.091023 = -1546593.966727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146891.020000 sec): 3 clusters
  Score: Raw -1539408.758057 + Penalty 3124.182047 = -1536284.576010
  nChanged 6612
		SP:Iteration 1F (146891.250000 sec): 3 clusters
  Score: Raw -1543238.009179 + Penalty 3124.182047 = -1540113.827132
  nChanged 942
		SP:Iteration 2F (146891.500000 sec): 3 clusters
  Score: Raw -1543686.544288 + Penalty 3124.182047 = -1540562.362242
  nChanged 871
		SP:Iteration 3F (146891.750000 sec): 3 clusters
  Score: Raw -1544132.570761 + Penalty 3124.182047 = -1541008.388714
  nChanged 884
		SP:Iteration 4F (146892.010000 sec): 3 clusters
  Score: Raw -1544591.408332 + Penalty 3124.182047 = -1541467.226285
  nChanged 802
		SP:Iteration 5F (146892.250000 sec): 3 clusters
  Score: Raw -1545021.589914 + Penalty 3124.182047 = -1541897.407867
  nChanged 786
		SP:Iteration 6F (146892.560000 sec): 3 clusters
  Score: Raw -1545416.224588 + Penalty 3124.182047 = -1542292.042541
  nChanged 714
		SP:Iteration 7Q (146892.830000 sec): 3 clusters
  Score: Raw -1545760.145712 + Penalty 3124.182047 = -1542635.963665
  nChanged 607
		SP:Iteration 8Q (146893.110000 sec): 3 clusters
  Score: Raw -1546047.734118 + Penalty 3124.182047 = -1542923.552071
  nChanged 550
		SP:Iteration 9Q (146893.390000 sec): 3 clusters
  Score: Raw -1546309.696148 + Penalty 3124.182047 = -1543185.514101
  nChanged 478
		SP:Iteration 10Q (146893.690000 sec): 3 clusters
  Score: Raw -1546540.998223 + Penalty 3124.182047 = -1543416.816176
  nChanged 415
		SP:Iteration 11Q (146893.940000 sec): 3 clusters
  Score: Raw -1546749.807627 + Penalty 3124.182047 = -1543625.625580
  nChanged 387
		SP:Iteration 12Q (146894.250000 sec): 3 clusters
  Score: Raw -1546958.642895 + Penalty 3124.182047 = -1543834.460849
  nChanged 358
		SP:Iteration 13Q (146894.480000 sec): 3 clusters
  Score: Raw -1547159.862936 + Penalty 3124.182047 = -1544035.680889
  nChanged 339
		SP:Iteration 14Q (146894.770000 sec): 3 clusters
  Score: Raw -1547375.346684 + Penalty 3124.182047 = -1544251.164637
  nChanged 311
		SP:Iteration 15Q (146895.070000 sec): 3 clusters
  Score: Raw -1547569.524692 + Penalty 3124.182047 = -1544445.342645
  nChanged 278
		SP:Iteration 16Q (146895.300000 sec): 3 clusters
  Score: Raw -1547752.864195 + Penalty 3124.182047 = -1544628.682148
  nChanged 221
		SP:Iteration 17Q (146895.520000 sec): 3 clusters
  Score: Raw -1547895.379862 + Penalty 3124.182047 = -1544771.197816
  nChanged 179
		SP:Iteration 18Q (146895.770000 sec): 3 clusters
  Score: Raw -1548021.265818 + Penalty 3124.182047 = -1544897.083771
  nChanged 140
		SP:Iteration 19Q (146896.030000 sec): 3 clusters
  Score: Raw -1548126.206084 + Penalty 3124.182047 = -1545002.024038
  nChanged 101
		SP:Iteration 20F (146896.260000 sec): 3 clusters
  Score: Raw -1548192.377652 + Penalty 3124.182047 = -1545068.195605
  nChanged 63
		SP:Iteration 21Q (146896.470000 sec): 3 clusters
  Score: Raw -1548230.364298 + Penalty 3124.182047 = -1545106.182252
  nChanged 38
		SP:Iteration 22Q (146896.700000 sec): 3 clusters
  Score: Raw -1548258.126237 + Penalty 3124.182047 = -1545133.944190
  nChanged 32
		SP:Iteration 23Q (146896.920000 sec): 3 clusters
  Score: Raw -1548283.870145 + Penalty 3124.182047 = -1545159.688098
  nChanged 41
		SP:Iteration 24Q (146897.150000 sec): 3 clusters
  Score: Raw -1548318.168152 + Penalty 3124.182047 = -1545193.986106
  nChanged 28
		SP:Iteration 25Q (146897.340000 sec): 3 clusters
  Score: Raw -1548339.494085 + Penalty 3124.182047 = -1545215.312038
  nChanged 21
		SP:Iteration 26Q (146897.570000 sec): 3 clusters
  Score: Raw -1548353.698293 + Penalty 3124.182047 = -1545229.516246
  nChanged 13
		SP:Iteration 27Q (146897.820000 sec): 3 clusters
  Score: Raw -1548364.294333 + Penalty 3124.182047 = -1545240.112286
  nChanged 11
		SP:Iteration 28Q (146898.020000 sec): 3 clusters
  Score: Raw -1548373.144432 + Penalty 3124.182047 = -1545248.962385
  nChanged 11
		SP:Iteration 29Q (146898.250000 sec): 3 clusters
  Score: Raw -1548381.461622 + Penalty 3124.182047 = -1545257.279576
  nChanged 10
		SP:Iteration 30Q (146898.540000 sec): 3 clusters
  Score: Raw -1548391.846440 + Penalty 3124.182047 = -1545267.664393
  nChanged 10
		SP:Iteration 31Q (146898.760000 sec): 3 clusters
  Score: Raw -1548402.195362 + Penalty 3124.182047 = -1545278.013316
  nChanged 12
		SP:Iteration 32Q (146899.010000 sec): 3 clusters
  Score: Raw -1548413.829676 + Penalty 3124.182047 = -1545289.647630
  nChanged 5
		SP:Iteration 33Q (146899.290000 sec): 3 clusters
  Score: Raw -1548418.167710 + Penalty 3124.182047 = -1545293.985663
  nChanged 2
		SP:Iteration 34Q (146899.470000 sec): 3 clusters
  Score: Raw -1548420.336376 + Penalty 3124.182047 = -1545296.154329
  nChanged 3
		SP:Iteration 35Q (146899.660000 sec): 3 clusters
  Score: Raw -1548421.988611 + Penalty 3124.182047 = -1545297.806564
  nChanged 2
		SP:Iteration 36Q (146899.860000 sec): 3 clusters
  Score: Raw -1548424.760266 + Penalty 3124.182047 = -1545300.578219
  nChanged 3
		SP:Iteration 37Q (146900.050000 sec): 3 clusters
  Score: Raw -1548428.789167 + Penalty 3124.182047 = -1545304.607121
  nChanged 3
		SP:Iteration 38Q (146900.280000 sec): 3 clusters
  Score: Raw -1548430.808616 + Penalty 3124.182047 = -1545306.626569
  nChanged 1
		SP:Iteration 39Q (146900.520000 sec): 3 clusters
  Score: Raw -1548431.724433 + Penalty 3124.182047 = -1545307.542387
  nChanged 1
		SP:Iteration 40F (146900.730000 sec): 3 clusters
  Score: Raw -1548432.295947 + Penalty 3124.182047 = -1545308.113900
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (20577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146900.930000 sec): 2 clusters
  Score: Raw -1982556.948243 + Penalty 1613.938499 = -1980943.009743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146901.200000 sec): 3 clusters
  Score: Raw -1970070.017192 + Penalty 3227.876999 = -1966842.140193
  nChanged 9349
		SP:Iteration 1F (146901.460000 sec): 3 clusters
  Score: Raw -1975551.355035 + Penalty 3227.876999 = -1972323.478036
  nChanged 1273
		SP:Iteration 2F (146901.760000 sec): 3 clusters
  Score: Raw -1976229.529106 + Penalty 3227.876999 = -1973001.652108
  nChanged 1313
		SP:Iteration 3F (146902.010000 sec): 3 clusters
  Score: Raw -1977036.216115 + Penalty 3227.876999 = -1973808.339116
  nChanged 1353
		SP:Iteration 4F (146902.310000 sec): 3 clusters
  Score: Raw -1977979.262279 + Penalty 3227.876999 = -1974751.385281
  nChanged 1336
		SP:Iteration 5F (146902.600000 sec): 3 clusters
  Score: Raw -1979039.909722 + Penalty 3227.876999 = -1975812.032724
  nChanged 1242
		SP:Iteration 6F (146902.880000 sec): 3 clusters
  Score: Raw -1980007.358377 + Penalty 3227.876999 = -1976779.481378
  nChanged 1052
		SP:Iteration 7F (146903.160000 sec): 3 clusters
  Score: Raw -1980814.606867 + Penalty 3227.876999 = -1977586.729869
  nChanged 825
		SP:Iteration 8Q (146903.430000 sec): 3 clusters
  Score: Raw -1981489.093312 + Penalty 3227.876999 = -1978261.216313
  nChanged 621
		SP:Iteration 9Q (146903.680000 sec): 3 clusters
  Score: Raw -1982025.761555 + Penalty 3227.876999 = -1978797.884557
  nChanged 451
		SP:Iteration 10Q (146903.960000 sec): 3 clusters
  Score: Raw -1982422.117123 + Penalty 3227.876999 = -1979194.240125
  nChanged 332
		SP:Iteration 11Q (146904.240000 sec): 3 clusters
  Score: Raw -1982713.489789 + Penalty 3227.876999 = -1979485.612790
  nChanged 244
		SP:Iteration 12Q (146904.530000 sec): 3 clusters
  Score: Raw -1982898.354543 + Penalty 3227.876999 = -1979670.477545
  nChanged 188
		SP:Iteration 13Q (146904.820000 sec): 3 clusters
  Score: Raw -1983017.742849 + Penalty 3227.876999 = -1979789.865851
  nChanged 162
		SP:Iteration 14Q (146905.040000 sec): 3 clusters
  Score: Raw -1983103.535074 + Penalty 3227.876999 = -1979875.658076
  nChanged 116
		SP:Iteration 15Q (146905.340000 sec): 3 clusters
  Score: Raw -1983148.933573 + Penalty 3227.876999 = -1979921.056574
  nChanged 83
		SP:Iteration 16Q (146905.640000 sec): 3 clusters
  Score: Raw -1983183.774814 + Penalty 3227.876999 = -1979955.897815
  nChanged 71
		SP:Iteration 17Q (146905.900000 sec): 3 clusters
  Score: Raw -1983212.348765 + Penalty 3227.876999 = -1979984.471767
  nChanged 71
		SP:Iteration 18Q (146906.140000 sec): 3 clusters
  Score: Raw -1983241.945772 + Penalty 3227.876999 = -1980014.068774
  nChanged 65
		SP:Iteration 19Q (146906.420000 sec): 3 clusters
  Score: Raw -1983266.188732 + Penalty 3227.876999 = -1980038.311733
  nChanged 55
		SP:Iteration 20F (146906.750000 sec): 3 clusters
  Score: Raw -1983283.535243 + Penalty 3227.876999 = -1980055.658245
  nChanged 37
		SP:Iteration 21Q (146906.970000 sec): 3 clusters
  Score: Raw -1983294.313840 + Penalty 3227.876999 = -1980066.436842
  nChanged 35
		SP:Iteration 22Q (146907.270000 sec): 3 clusters
  Score: Raw -1983305.587199 + Penalty 3227.876999 = -1980077.710200
  nChanged 29
		SP:Iteration 23Q (146907.540000 sec): 3 clusters
  Score: Raw -1983313.017828 + Penalty 3227.876999 = -1980085.140829
  nChanged 26
		SP:Iteration 24Q (146907.820000 sec): 3 clusters
  Score: Raw -1983318.971788 + Penalty 3227.876999 = -1980091.094790
  nChanged 19
		SP:Iteration 25Q (146908.080000 sec): 3 clusters
  Score: Raw -1983323.792865 + Penalty 3227.876999 = -1980095.915866
  nChanged 19
		SP:Iteration 26Q (146908.350000 sec): 3 clusters
  Score: Raw -1983329.888329 + Penalty 3227.876999 = -1980102.011331
  nChanged 12
		SP:Iteration 27Q (146908.640000 sec): 3 clusters
  Score: Raw -1983332.377485 + Penalty 3227.876999 = -1980104.500487
  nChanged 13
		SP:Iteration 28Q (146908.950000 sec): 3 clusters
  Score: Raw -1983335.152703 + Penalty 3227.876999 = -1980107.275705
  nChanged 5
		SP:Iteration 29Q (146909.230000 sec): 3 clusters
  Score: Raw -1983336.271937 + Penalty 3227.876999 = -1980108.394939
  nChanged 6
		SP:Iteration 30Q (146909.550000 sec): 3 clusters
  Score: Raw -1983337.759278 + Penalty 3227.876999 = -1980109.882279
  nChanged 10
		SP:Iteration 31Q (146909.830000 sec): 3 clusters
  Score: Raw -1983339.743056 + Penalty 3227.876999 = -1980111.866057
  nChanged 5
		SP:Iteration 32Q (146910.130000 sec): 3 clusters
  Score: Raw -1983340.970883 + Penalty 3227.876999 = -1980113.093885
  nChanged 4
		SP:Iteration 33Q (146910.410000 sec): 3 clusters
  Score: Raw -1983341.479069 + Penalty 3227.876999 = -1980113.602071
  nChanged 4
		SP:Iteration 34Q (146910.680000 sec): 3 clusters
  Score: Raw -1983342.502480 + Penalty 3227.876999 = -1980114.625482
  nChanged 2
		SP:Iteration 35Q (146910.960000 sec): 3 clusters
  Score: Raw -1983343.118353 + Penalty 3227.876999 = -1980115.241355
  nChanged 3
		SP:Iteration 36Q (146911.250000 sec): 3 clusters
  Score: Raw -1983343.506772 + Penalty 3227.876999 = -1980115.629774
  nChanged 6
		SP:Iteration 37Q (146911.530000 sec): 3 clusters
  Score: Raw -1983344.381195 + Penalty 3227.876999 = -1980116.504197
  nChanged 2
		SP:Iteration 38Q (146911.740000 sec): 3 clusters
  Score: Raw -1983344.793340 + Penalty 3227.876999 = -1980116.916341
  nChanged 0
		SP:Iteration 39F (146912.040000 sec): 3 clusters
  Score: Raw -1983344.793340 + Penalty 3227.876999 = -1980116.916341
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146912.150000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146912.350000 sec): 3 clusters
  Score: Raw -49843.598328 + Penalty 2007.831837 = -47835.766491
  nChanged 107
		SP:Iteration 1F (146912.540000 sec): 3 clusters
  Score: Raw -49991.823992 + Penalty 2007.831837 = -47983.992155
  nChanged 26
		SP:Iteration 2F (146912.760000 sec): 3 clusters
  Score: Raw -50030.970926 + Penalty 2007.831837 = -48023.139089
  nChanged 12
		SP:Iteration 3Q (146912.930000 sec): 3 clusters
  Score: Raw -50050.858458 + Penalty 2007.831837 = -48043.026621
  nChanged 9
		SP:Iteration 4Q (146913.130000 sec): 3 clusters
  Score: Raw -50069.677615 + Penalty 2007.831837 = -48061.845778
  nChanged 10
		SP:Iteration 5Q (146913.290000 sec): 3 clusters
  Score: Raw -50084.630363 + Penalty 2007.831837 = -48076.798526
  nChanged 5
		SP:Iteration 6Q (146913.480000 sec): 3 clusters
  Score: Raw -50090.329551 + Penalty 2007.831837 = -48082.497714
  nChanged 2
		SP:Iteration 7Q (146913.680000 sec): 3 clusters
  Score: Raw -50091.807493 + Penalty 2007.831837 = -48083.975656
  nChanged 0
		SP:Iteration 8F (146913.830000 sec): 3 clusters
  Score: Raw -50091.807493 + Penalty 2007.831837 = -48083.975656
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (30972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146914.040000 sec): 2 clusters
  Score: Raw -3449171.139190 + Penalty 1680.386313 = -3447490.752877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146914.370000 sec): 3 clusters
  Score: Raw -3430184.756230 + Penalty 3360.772626 = -3426823.983604
  nChanged 14239
		SP:Iteration 1F (146914.740000 sec): 3 clusters
  Score: Raw -3437957.737172 + Penalty 3360.772626 = -3434596.964546
  nChanged 1344
		SP:Iteration 2Q (146915.080000 sec): 3 clusters
  Score: Raw -3438352.830276 + Penalty 3360.772626 = -3434992.057650
  nChanged 1236
		SP:Iteration 3Q (146915.390000 sec): 3 clusters
  Score: Raw -3438755.438003 + Penalty 3360.772626 = -3435394.665377
  nChanged 1346
		SP:Iteration 4Q (146915.790000 sec): 3 clusters
  Score: Raw -3439285.556850 + Penalty 3360.772626 = -3435924.784224
  nChanged 1545
		SP:Iteration 5Q (146916.070000 sec): 3 clusters
  Score: Raw -3440068.205037 + Penalty 3360.772626 = -3436707.432411
  nChanged 1857
		SP:Iteration 6F (146916.420000 sec): 3 clusters
  Score: Raw -3441224.179829 + Penalty 3360.772626 = -3437863.407203
  nChanged 2189
		SP:Iteration 7F (146916.740000 sec): 3 clusters
  Score: Raw -3442934.284306 + Penalty 3360.772626 = -3439573.511680
  nChanged 2249
		SP:Iteration 8F (146917.110000 sec): 3 clusters
  Score: Raw -3444958.687194 + Penalty 3360.772626 = -3441597.914568
  nChanged 1895
		SP:Iteration 9F (146917.440000 sec): 3 clusters
  Score: Raw -3446774.278377 + Penalty 3360.772626 = -3443413.505751
  nChanged 1247
		SP:Iteration 10Q (146917.740000 sec): 3 clusters
  Score: Raw -3447956.356164 + Penalty 3360.772626 = -3444595.583537
  nChanged 711
		SP:Iteration 11Q (146918.050000 sec): 3 clusters
  Score: Raw -3448603.134655 + Penalty 3360.772626 = -3445242.362029
  nChanged 385
		SP:Iteration 12Q (146918.400000 sec): 3 clusters
  Score: Raw -3448953.081998 + Penalty 3360.772626 = -3445592.309372
  nChanged 183
		SP:Iteration 13Q (146918.740000 sec): 3 clusters
  Score: Raw -3449108.913801 + Penalty 3360.772626 = -3445748.141175
  nChanged 117
		SP:Iteration 14Q (146919.110000 sec): 3 clusters
  Score: Raw -3449230.124526 + Penalty 3360.772626 = -3445869.351900
  nChanged 72
		SP:Iteration 15Q (146919.420000 sec): 3 clusters
  Score: Raw -3449303.031617 + Penalty 3360.772626 = -3445942.258991
  nChanged 40
		SP:Iteration 16Q (146919.770000 sec): 3 clusters
  Score: Raw -3449347.515020 + Penalty 3360.772626 = -3445986.742394
  nChanged 13
		SP:Iteration 17Q (146920.080000 sec): 3 clusters
  Score: Raw -3449357.984833 + Penalty 3360.772626 = -3445997.212207
  nChanged 12
		SP:Iteration 18Q (146920.360000 sec): 3 clusters
  Score: Raw -3449374.239860 + Penalty 3360.772626 = -3446013.467234
  nChanged 11
		SP:Iteration 19Q (146920.670000 sec): 3 clusters
  Score: Raw -3449386.236344 + Penalty 3360.772626 = -3446025.463718
  nChanged 6
		SP:Iteration 20F (146921.020000 sec): 3 clusters
  Score: Raw -3449391.435614 + Penalty 3360.772626 = -3446030.662988
  nChanged 4
		SP:Iteration 21Q (146921.340000 sec): 3 clusters
  Score: Raw -3449396.337597 + Penalty 3360.772626 = -3446035.564971
  nChanged 6
		SP:Iteration 22Q (146921.640000 sec): 3 clusters
  Score: Raw -3449402.557860 + Penalty 3360.772626 = -3446041.785234
  nChanged 1
		SP:Iteration 23Q (146921.890000 sec): 3 clusters
  Score: Raw -3449403.544804 + Penalty 3360.772626 = -3446042.772178
  nChanged 1
		SP:Iteration 24Q (146922.290000 sec): 3 clusters
  Score: Raw -3449405.073198 + Penalty 3360.772626 = -3446044.300572
  nChanged 1
		SP:Iteration 25Q (146922.610000 sec): 3 clusters
  Score: Raw -3449406.003721 + Penalty 3360.772626 = -3446045.231095
  nChanged 0
		SP:Iteration 26F (146922.920000 sec): 3 clusters
  Score: Raw -3449406.003721 + Penalty 3360.772626 = -3446045.231095
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146923.050000 sec): 2 clusters
  Score: Raw -613150.292593 + Penalty 1417.815756 = -611732.476836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146923.250000 sec): 3 clusters
  Score: Raw -609888.010507 + Penalty 2835.631513 = -607052.378994
  nChanged 2566
		SP:Iteration 1F (146923.510000 sec): 3 clusters
  Score: Raw -611537.997190 + Penalty 2835.631513 = -608702.365678
  nChanged 553
		SP:Iteration 2F (146923.680000 sec): 3 clusters
  Score: Raw -611994.146538 + Penalty 2835.631513 = -609158.515025
  nChanged 506
		SP:Iteration 3F (146923.890000 sec): 3 clusters
  Score: Raw -612401.976747 + Penalty 2835.631513 = -609566.345235
  nChanged 413
		SP:Iteration 4F (146924.120000 sec): 3 clusters
  Score: Raw -612682.474936 + Penalty 2835.631513 = -609846.843424
  nChanged 342
		SP:Iteration 5F (146924.330000 sec): 3 clusters
  Score: Raw -612899.299731 + Penalty 2835.631513 = -610063.668218
  nChanged 291
		SP:Iteration 6Q (146924.520000 sec): 3 clusters
  Score: Raw -613099.584471 + Penalty 2835.631513 = -610263.952959
  nChanged 244
		SP:Iteration 7Q (146924.730000 sec): 3 clusters
  Score: Raw -613256.961391 + Penalty 2835.631513 = -610421.329879
  nChanged 178
		SP:Iteration 8Q (146924.960000 sec): 3 clusters
  Score: Raw -613359.759013 + Penalty 2835.631513 = -610524.127500
  nChanged 127
		SP:Iteration 9Q (146925.170000 sec): 3 clusters
  Score: Raw -613430.177610 + Penalty 2835.631513 = -610594.546097
  nChanged 97
		SP:Iteration 10Q (146925.380000 sec): 3 clusters
  Score: Raw -613482.593170 + Penalty 2835.631513 = -610646.961657
  nChanged 98
		SP:Iteration 11Q (146925.600000 sec): 3 clusters
  Score: Raw -613534.810248 + Penalty 2835.631513 = -610699.178736
  nChanged 83
		SP:Iteration 12Q (146925.780000 sec): 3 clusters
  Score: Raw -613578.340260 + Penalty 2835.631513 = -610742.708748
  nChanged 68
		SP:Iteration 13Q (146925.940000 sec): 3 clusters
  Score: Raw -613613.379198 + Penalty 2835.631513 = -610777.747686
  nChanged 56
		SP:Iteration 14Q (146926.180000 sec): 3 clusters
  Score: Raw -613642.445642 + Penalty 2835.631513 = -610806.814129
  nChanged 53
		SP:Iteration 15Q (146926.340000 sec): 3 clusters
  Score: Raw -613668.127582 + Penalty 2835.631513 = -610832.496069
  nChanged 56
		SP:Iteration 16Q (146926.580000 sec): 3 clusters
  Score: Raw -613696.983312 + Penalty 2835.631513 = -610861.351800
  nChanged 55
		SP:Iteration 17Q (146926.760000 sec): 3 clusters
  Score: Raw -613723.345746 + Penalty 2835.631513 = -610887.714233
  nChanged 43
		SP:Iteration 18Q (146926.940000 sec): 3 clusters
  Score: Raw -613740.439101 + Penalty 2835.631513 = -610904.807589
  nChanged 29
		SP:Iteration 19Q (146927.120000 sec): 3 clusters
  Score: Raw -613751.009365 + Penalty 2835.631513 = -610915.377852
  nChanged 29
		SP:Iteration 20F (146927.320000 sec): 3 clusters
  Score: Raw -613760.050590 + Penalty 2835.631513 = -610924.419077
  nChanged 26
		SP:Iteration 21Q (146927.500000 sec): 3 clusters
  Score: Raw -613767.837627 + Penalty 2835.631513 = -610932.206114
  nChanged 14
		SP:Iteration 22Q (146927.750000 sec): 3 clusters
  Score: Raw -613771.800073 + Penalty 2835.631513 = -610936.168560
  nChanged 14
		SP:Iteration 23Q (146927.960000 sec): 3 clusters
  Score: Raw -613776.635035 + Penalty 2835.631513 = -610941.003522
  nChanged 15
		SP:Iteration 24Q (146928.160000 sec): 3 clusters
  Score: Raw -613781.398422 + Penalty 2835.631513 = -610945.766910
  nChanged 9
		SP:Iteration 25Q (146928.330000 sec): 3 clusters
  Score: Raw -613783.773900 + Penalty 2835.631513 = -610948.142387
  nChanged 8
		SP:Iteration 26Q (146928.560000 sec): 3 clusters
  Score: Raw -613785.978643 + Penalty 2835.631513 = -610950.347130
  nChanged 6
		SP:Iteration 27Q (146928.720000 sec): 3 clusters
  Score: Raw -613787.810686 + Penalty 2835.631513 = -610952.179174
  nChanged 5
		SP:Iteration 28Q (146928.880000 sec): 3 clusters
  Score: Raw -613789.293037 + Penalty 2835.631513 = -610953.661525
  nChanged 6
		SP:Iteration 29Q (146929.160000 sec): 3 clusters
  Score: Raw -613791.845675 + Penalty 2835.631513 = -610956.214162
  nChanged 7
		SP:Iteration 30Q (146929.360000 sec): 3 clusters
  Score: Raw -613794.072826 + Penalty 2835.631513 = -610958.441314
  nChanged 5
		SP:Iteration 31Q (146929.520000 sec): 3 clusters
  Score: Raw -613796.298793 + Penalty 2835.631513 = -610960.667281
  nChanged 4
		SP:Iteration 32Q (146929.700000 sec): 3 clusters
  Score: Raw -613797.526090 + Penalty 2835.631513 = -610961.894577
  nChanged 3
		SP:Iteration 33Q (146929.940000 sec): 3 clusters
  Score: Raw -613798.037086 + Penalty 2835.631513 = -610962.405574
  nChanged 3
		SP:Iteration 34Q (146930.150000 sec): 3 clusters
  Score: Raw -613798.677223 + Penalty 2835.631513 = -610963.045710
  nChanged 1
		SP:Iteration 35Q (146930.360000 sec): 3 clusters
  Score: Raw -613799.024384 + Penalty 2835.631513 = -610963.392872
  nChanged 1
		SP:Iteration 36Q (146930.580000 sec): 3 clusters
  Score: Raw -613799.163085 + Penalty 2835.631513 = -610963.531573
  nChanged 0
		SP:Iteration 37F (146930.760000 sec): 3 clusters
  Score: Raw -613799.163085 + Penalty 2835.631513 = -610963.531573
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146930.860000 sec): 2 clusters
  Score: Raw -672885.644687 + Penalty 1432.159586 = -671453.485101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146931.060000 sec): 3 clusters
  Score: Raw -669227.828263 + Penalty 2864.319173 = -666363.509090
  nChanged 2801
		SP:Iteration 1F (146931.290000 sec): 3 clusters
  Score: Raw -670780.013209 + Penalty 2864.319173 = -667915.694036
  nChanged 501
		SP:Iteration 2F (146931.480000 sec): 3 clusters
  Score: Raw -671063.087475 + Penalty 2864.319173 = -668198.768302
  nChanged 404
		SP:Iteration 3F (146931.650000 sec): 3 clusters
  Score: Raw -671259.187338 + Penalty 2864.319173 = -668394.868165
  nChanged 310
		SP:Iteration 4Q (146931.860000 sec): 3 clusters
  Score: Raw -671403.312867 + Penalty 2864.319173 = -668538.993694
  nChanged 268
		SP:Iteration 5Q (146932.050000 sec): 3 clusters
  Score: Raw -671526.719782 + Penalty 2864.319173 = -668662.400609
  nChanged 237
		SP:Iteration 6Q (146932.230000 sec): 3 clusters
  Score: Raw -671637.472904 + Penalty 2864.319173 = -668773.153732
  nChanged 234
		SP:Iteration 7Q (146932.440000 sec): 3 clusters
  Score: Raw -671731.650727 + Penalty 2864.319173 = -668867.331554
  nChanged 204
		SP:Iteration 8Q (146932.640000 sec): 3 clusters
  Score: Raw -671818.478709 + Penalty 2864.319173 = -668954.159536
  nChanged 185
		SP:Iteration 9Q (146932.840000 sec): 3 clusters
  Score: Raw -671889.916022 + Penalty 2864.319173 = -669025.596849
  nChanged 159
		SP:Iteration 10Q (146933.020000 sec): 3 clusters
  Score: Raw -671961.402870 + Penalty 2864.319173 = -669097.083697
  nChanged 159
		SP:Iteration 11Q (146933.230000 sec): 3 clusters
  Score: Raw -672032.440250 + Penalty 2864.319173 = -669168.121077
  nChanged 182
		SP:Iteration 12Q (146933.440000 sec): 3 clusters
  Score: Raw -672126.617071 + Penalty 2864.319173 = -669262.297899
  nChanged 187
		SP:Iteration 13Q (146933.630000 sec): 3 clusters
  Score: Raw -672233.122145 + Penalty 2864.319173 = -669368.802972
  nChanged 191
		SP:Iteration 14Q (146933.820000 sec): 3 clusters
  Score: Raw -672344.149661 + Penalty 2864.319173 = -669479.830488
  nChanged 198
		SP:Iteration 15Q (146934.020000 sec): 3 clusters
  Score: Raw -672463.085729 + Penalty 2864.319173 = -669598.766557
  nChanged 174
		SP:Iteration 16Q (146934.270000 sec): 3 clusters
  Score: Raw -672568.365883 + Penalty 2864.319173 = -669704.046710
  nChanged 164
		SP:Iteration 17Q (146934.450000 sec): 3 clusters
  Score: Raw -672664.093849 + Penalty 2864.319173 = -669799.774676
  nChanged 132
		SP:Iteration 18Q (146934.660000 sec): 3 clusters
  Score: Raw -672739.312986 + Penalty 2864.319173 = -669874.993814
  nChanged 133
		SP:Iteration 19Q (146934.870000 sec): 3 clusters
  Score: Raw -672805.268466 + Penalty 2864.319173 = -669940.949293
  nChanged 111
		SP:Iteration 20F (146935.080000 sec): 3 clusters
  Score: Raw -672852.140866 + Penalty 2864.319173 = -669987.821694
  nChanged 89
		SP:Iteration 21Q (146935.270000 sec): 3 clusters
  Score: Raw -672891.127428 + Penalty 2864.319173 = -670026.808255
  nChanged 94
		SP:Iteration 22Q (146935.420000 sec): 3 clusters
  Score: Raw -672936.946623 + Penalty 2864.319173 = -670072.627450
  nChanged 103
		SP:Iteration 23Q (146935.610000 sec): 3 clusters
  Score: Raw -672996.156036 + Penalty 2864.319173 = -670131.836864
  nChanged 103
		SP:Iteration 24Q (146935.800000 sec): 3 clusters
  Score: Raw -673062.395538 + Penalty 2864.319173 = -670198.076365
  nChanged 101
		SP:Iteration 25Q (146935.980000 sec): 3 clusters
  Score: Raw -673129.293460 + Penalty 2864.319173 = -670264.974287
  nChanged 103
		SP:Iteration 26Q (146936.190000 sec): 3 clusters
  Score: Raw -673211.635314 + Penalty 2864.319173 = -670347.316142
  nChanged 100
		SP:Iteration 27Q (146936.360000 sec): 3 clusters
  Score: Raw -673286.999982 + Penalty 2864.319173 = -670422.680810
  nChanged 89
		SP:Iteration 28Q (146936.570000 sec): 3 clusters
  Score: Raw -673345.419572 + Penalty 2864.319173 = -670481.100400
  nChanged 88
		SP:Iteration 29Q (146936.770000 sec): 3 clusters
  Score: Raw -673400.038799 + Penalty 2864.319173 = -670535.719626
  nChanged 95
		SP:Iteration 30Q (146936.950000 sec): 3 clusters
  Score: Raw -673456.134290 + Penalty 2864.319173 = -670591.815117
  nChanged 97
		SP:Iteration 31Q (146937.180000 sec): 3 clusters
  Score: Raw -673512.984940 + Penalty 2864.319173 = -670648.665767
  nChanged 100
		SP:Iteration 32Q (146937.400000 sec): 3 clusters
  Score: Raw -673567.287089 + Penalty 2864.319173 = -670702.967916
  nChanged 95
		SP:Iteration 33Q (146937.600000 sec): 3 clusters
  Score: Raw -673616.831718 + Penalty 2864.319173 = -670752.512545
  nChanged 66
		SP:Iteration 34Q (146937.780000 sec): 3 clusters
  Score: Raw -673649.548684 + Penalty 2864.319173 = -670785.229511
  nChanged 53
		SP:Iteration 35Q (146937.980000 sec): 3 clusters
  Score: Raw -673671.513176 + Penalty 2864.319173 = -670807.194003
  nChanged 40
		SP:Iteration 36Q (146938.150000 sec): 3 clusters
  Score: Raw -673687.709819 + Penalty 2864.319173 = -670823.390646
  nChanged 39
		SP:Iteration 37Q (146938.360000 sec): 3 clusters
  Score: Raw -673702.212072 + Penalty 2864.319173 = -670837.892899
  nChanged 36
		SP:Iteration 38Q (146938.600000 sec): 3 clusters
  Score: Raw -673715.721328 + Penalty 2864.319173 = -670851.402155
  nChanged 28
		SP:Iteration 39Q (146938.780000 sec): 3 clusters
  Score: Raw -673726.336987 + Penalty 2864.319173 = -670862.017814
  nChanged 32
		SP:Iteration 40F (146938.970000 sec): 3 clusters
  Score: Raw -673738.472015 + Penalty 2864.319173 = -670874.152843
  nChanged 32
		SP:Iteration 41Q (146939.160000 sec): 3 clusters
  Score: Raw -673748.458860 + Penalty 2864.319173 = -670884.139687
  nChanged 31
		SP:Iteration 42Q (146939.360000 sec): 3 clusters
  Score: Raw -673757.617785 + Penalty 2864.319173 = -670893.298612
  nChanged 29
		SP:Iteration 43Q (146939.560000 sec): 3 clusters
  Score: Raw -673764.570647 + Penalty 2864.319173 = -670900.251475
  nChanged 17
		SP:Iteration 44Q (146939.750000 sec): 3 clusters
  Score: Raw -673768.401312 + Penalty 2864.319173 = -670904.082139
  nChanged 15
		SP:Iteration 45Q (146939.920000 sec): 3 clusters
  Score: Raw -673771.474909 + Penalty 2864.319173 = -670907.155737
  nChanged 12
		SP:Iteration 46Q (146940.130000 sec): 3 clusters
  Score: Raw -673774.061567 + Penalty 2864.319173 = -670909.742394
  nChanged 13
		SP:Iteration 47Q (146940.340000 sec): 3 clusters
  Score: Raw -673776.476648 + Penalty 2864.319173 = -670912.157475
  nChanged 8
		SP:Iteration 48Q (146940.550000 sec): 3 clusters
  Score: Raw -673778.088233 + Penalty 2864.319173 = -670913.769060
  nChanged 5
		SP:Iteration 49Q (146940.730000 sec): 3 clusters
  Score: Raw -673779.068130 + Penalty 2864.319173 = -670914.748957
  nChanged 5
		SP:Iteration 50Q (146940.930000 sec): 3 clusters
  Score: Raw -673780.370182 + Penalty 2864.319173 = -670916.051010
  nChanged 3
		SP:Iteration 51Q (146941.090000 sec): 3 clusters
  Score: Raw -673780.965347 + Penalty 2864.319173 = -670916.646174
  nChanged 4
		SP:Iteration 52Q (146941.280000 sec): 3 clusters
  Score: Raw -673781.845389 + Penalty 2864.319173 = -670917.526217
  nChanged 2
		SP:Iteration 53Q (146941.480000 sec): 3 clusters
  Score: Raw -673782.082658 + Penalty 2864.319173 = -670917.763485
  nChanged 3
		SP:Iteration 54Q (146941.660000 sec): 3 clusters
  Score: Raw -673782.349368 + Penalty 2864.319173 = -670918.030195
  nChanged 1
		SP:Iteration 55Q (146941.860000 sec): 3 clusters
  Score: Raw -673782.470332 + Penalty 2864.319173 = -670918.151159
  nChanged 0
		SP:Iteration 56F (146942.040000 sec): 3 clusters
  Score: Raw -673782.470332 + Penalty 2864.319173 = -670918.151159
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146942.140000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146942.370000 sec): 3 clusters
  Score: Raw -144015.455504 + Penalty 2335.988578 = -141679.466925
  nChanged 435
		SP:Iteration 1F (146942.520000 sec): 3 clusters
  Score: Raw -144318.303944 + Penalty 2335.988578 = -141982.315366
  nChanged 98
		SP:Iteration 2F (146942.670000 sec): 3 clusters
  Score: Raw -144401.140138 + Penalty 2335.988578 = -142065.151560
  nChanged 60
		SP:Iteration 3Q (146942.860000 sec): 3 clusters
  Score: Raw -144463.058372 + Penalty 2335.988578 = -142127.069794
  nChanged 45
		SP:Iteration 4Q (146943.040000 sec): 3 clusters
  Score: Raw -144505.749597 + Penalty 2335.988578 = -142169.761018
  nChanged 44
		SP:Iteration 5Q (146943.250000 sec): 3 clusters
  Score: Raw -144539.996594 + Penalty 2335.988578 = -142204.008016
  nChanged 35
		SP:Iteration 6Q (146943.410000 sec): 3 clusters
  Score: Raw -144575.292100 + Penalty 2335.988578 = -142239.303521
  nChanged 33
		SP:Iteration 7Q (146943.550000 sec): 3 clusters
  Score: Raw -144612.785142 + Penalty 2335.988578 = -142276.796564
  nChanged 33
		SP:Iteration 8Q (146943.770000 sec): 3 clusters
  Score: Raw -144642.404331 + Penalty 2335.988578 = -142306.415752
  nChanged 30
		SP:Iteration 9Q (146943.910000 sec): 3 clusters
  Score: Raw -144668.310785 + Penalty 2335.988578 = -142332.322207
  nChanged 16
		SP:Iteration 10Q (146944.120000 sec): 3 clusters
  Score: Raw -144678.967436 + Penalty 2335.988578 = -142342.978857
  nChanged 12
		SP:Iteration 11Q (146944.290000 sec): 3 clusters
  Score: Raw -144689.255411 + Penalty 2335.988578 = -142353.266832
  nChanged 16
		SP:Iteration 12Q (146944.430000 sec): 3 clusters
  Score: Raw -144707.137715 + Penalty 2335.988578 = -142371.149137
  nChanged 22
		SP:Iteration 13Q (146944.600000 sec): 3 clusters
  Score: Raw -144723.810307 + Penalty 2335.988578 = -142387.821729
  nChanged 16
		SP:Iteration 14Q (146944.770000 sec): 3 clusters
  Score: Raw -144737.458847 + Penalty 2335.988578 = -142401.470268
  nChanged 15
		SP:Iteration 15Q (146944.940000 sec): 3 clusters
  Score: Raw -144753.225571 + Penalty 2335.988578 = -142417.236993
  nChanged 17
		SP:Iteration 16Q (146945.100000 sec): 3 clusters
  Score: Raw -144771.057108 + Penalty 2335.988578 = -142435.068530
  nChanged 13
		SP:Iteration 17Q (146945.280000 sec): 3 clusters
  Score: Raw -144783.308536 + Penalty 2335.988578 = -142447.319958
  nChanged 9
		SP:Iteration 18Q (146945.450000 sec): 3 clusters
  Score: Raw -144789.596266 + Penalty 2335.988578 = -142453.607688
  nChanged 10
		SP:Iteration 19Q (146945.620000 sec): 3 clusters
  Score: Raw -144794.484186 + Penalty 2335.988578 = -142458.495608
  nChanged 6
		SP:Iteration 20F (146945.810000 sec): 3 clusters
  Score: Raw -144801.654419 + Penalty 2335.988578 = -142465.665840
  nChanged 13
		SP:Iteration 21Q (146946.010000 sec): 3 clusters
  Score: Raw -144812.831359 + Penalty 2335.988578 = -142476.842781
  nChanged 13
		SP:Iteration 22Q (146946.170000 sec): 3 clusters
  Score: Raw -144822.473483 + Penalty 2335.988578 = -142486.484905
  nChanged 10
		SP:Iteration 23Q (146946.340000 sec): 3 clusters
  Score: Raw -144834.465831 + Penalty 2335.988578 = -142498.477253
  nChanged 15
		SP:Iteration 24Q (146946.490000 sec): 3 clusters
  Score: Raw -144848.043752 + Penalty 2335.988578 = -142512.055173
  nChanged 7
		SP:Iteration 25Q (146946.700000 sec): 3 clusters
  Score: Raw -144855.725968 + Penalty 2335.988578 = -142519.737390
  nChanged 8
		SP:Iteration 26Q (146946.890000 sec): 3 clusters
  Score: Raw -144862.315768 + Penalty 2335.988578 = -142526.327189
  nChanged 5
		SP:Iteration 27Q (146947.070000 sec): 3 clusters
  Score: Raw -144866.439724 + Penalty 2335.988578 = -142530.451146
  nChanged 4
		SP:Iteration 28Q (146947.280000 sec): 3 clusters
  Score: Raw -144869.320201 + Penalty 2335.988578 = -142533.331623
  nChanged 3
		SP:Iteration 29Q (146947.430000 sec): 3 clusters
  Score: Raw -144871.827720 + Penalty 2335.988578 = -142535.839142
  nChanged 2
		SP:Iteration 30Q (146947.590000 sec): 3 clusters
  Score: Raw -144873.772526 + Penalty 2335.988578 = -142537.783947
  nChanged 5
		SP:Iteration 31Q (146947.770000 sec): 3 clusters
  Score: Raw -144877.893502 + Penalty 2335.988578 = -142541.904924
  nChanged 5
		SP:Iteration 32Q (146947.940000 sec): 3 clusters
  Score: Raw -144880.308618 + Penalty 2335.988578 = -142544.320040
  nChanged 9
		SP:Iteration 33Q (146948.130000 sec): 3 clusters
  Score: Raw -144891.103369 + Penalty 2335.988578 = -142555.114791
  nChanged 12
		SP:Iteration 34Q (146948.280000 sec): 3 clusters
  Score: Raw -144902.667405 + Penalty 2335.988578 = -142566.678827
  nChanged 15
		SP:Iteration 35Q (146948.490000 sec): 3 clusters
  Score: Raw -144920.210527 + Penalty 2335.988578 = -142584.221949
  nChanged 14
		SP:Iteration 36Q (146948.660000 sec): 3 clusters
  Score: Raw -144938.039110 + Penalty 2335.988578 = -142602.050531
  nChanged 15
		SP:Iteration 37Q (146948.790000 sec): 3 clusters
  Score: Raw -144957.071167 + Penalty 2335.988578 = -142621.082589
  nChanged 21
		SP:Iteration 38Q (146948.990000 sec): 3 clusters
  Score: Raw -144990.336878 + Penalty 2335.988578 = -142654.348300
  nChanged 19
		SP:Iteration 39Q (146949.140000 sec): 3 clusters
  Score: Raw -145014.424207 + Penalty 2335.988578 = -142678.435629
  nChanged 13
		SP:Iteration 40F (146949.320000 sec): 3 clusters
  Score: Raw -145028.733487 + Penalty 2335.988578 = -142692.744909
  nChanged 8
		SP:Iteration 41Q (146949.510000 sec): 3 clusters
  Score: Raw -145035.996063 + Penalty 2335.988578 = -142700.007485
  nChanged 4
		SP:Iteration 42Q (146949.710000 sec): 3 clusters
  Score: Raw -145037.828066 + Penalty 2335.988578 = -142701.839488
  nChanged 2
		SP:Iteration 43Q (146949.850000 sec): 3 clusters
  Score: Raw -145039.045678 + Penalty 2335.988578 = -142703.057099
  nChanged 1
		SP:Iteration 44Q (146950.040000 sec): 3 clusters
  Score: Raw -145039.518823 + Penalty 2335.988578 = -142703.530245
  nChanged 0
		SP:Iteration 45F (146950.210000 sec): 3 clusters
  Score: Raw -145039.518823 + Penalty 2335.988578 = -142703.530245
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (105960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146950.730000 sec): 2 clusters
  Score: Raw -10923878.832705 + Penalty 1880.257753 = -10921998.574952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146951.360000 sec): 3 clusters
  Score: Raw -10855052.794552 + Penalty 3760.515507 = -10851292.279045
  nChanged 50571
		SP:Iteration 1F (146951.950000 sec): 3 clusters
  Score: Raw -10884005.989912 + Penalty 3760.515507 = -10880245.474405
  nChanged 3667
		SP:Iteration 2Q (146952.580000 sec): 3 clusters
  Score: Raw -10885176.599471 + Penalty 3760.515507 = -10881416.083965
  nChanged 4347
		SP:Iteration 3Q (146953.210000 sec): 3 clusters
  Score: Raw -10886898.723832 + Penalty 3760.515507 = -10883138.208325
  nChanged 5176
		SP:Iteration 4Q (146953.910000 sec): 3 clusters
  Score: Raw -10889300.575325 + Penalty 3760.515507 = -10885540.059818
  nChanged 5865
		SP:Iteration 5F (146954.610000 sec): 3 clusters
  Score: Raw -10892267.206529 + Penalty 3760.515507 = -10888506.691023
  nChanged 6378
		SP:Iteration 6F (146955.230000 sec): 3 clusters
  Score: Raw -10895665.441824 + Penalty 3760.515507 = -10891904.926317
  nChanged 6574
		SP:Iteration 7F (146955.850000 sec): 3 clusters
  Score: Raw -10899511.767131 + Penalty 3760.515507 = -10895751.251624
  nChanged 6507
		SP:Iteration 8F (146956.510000 sec): 3 clusters
  Score: Raw -10903841.764956 + Penalty 3760.515507 = -10900081.249450
  nChanged 6001
		SP:Iteration 9F (146957.200000 sec): 3 clusters
  Score: Raw -10908239.404330 + Penalty 3760.515507 = -10904478.888823
  nChanged 5178
		SP:Iteration 10Q (146957.860000 sec): 3 clusters
  Score: Raw -10912046.139294 + Penalty 3760.515507 = -10908285.623788
  nChanged 4076
		SP:Iteration 11Q (146958.460000 sec): 3 clusters
  Score: Raw -10914746.317891 + Penalty 3760.515507 = -10910985.802384
  nChanged 3131
		SP:Iteration 12Q (146959.170000 sec): 3 clusters
  Score: Raw -10916564.851774 + Penalty 3760.515507 = -10912804.336267
  nChanged 2623
		SP:Iteration 13Q (146959.770000 sec): 3 clusters
  Score: Raw -10918008.504594 + Penalty 3760.515507 = -10914247.989088
  nChanged 2192
		SP:Iteration 14Q (146960.370000 sec): 3 clusters
  Score: Raw -10919184.964555 + Penalty 3760.515507 = -10915424.449048
  nChanged 1886
		SP:Iteration 15Q (146961.030000 sec): 3 clusters
  Score: Raw -10920178.275630 + Penalty 3760.515507 = -10916417.760124
  nChanged 1661
		SP:Iteration 16Q (146961.610000 sec): 3 clusters
  Score: Raw -10921088.769534 + Penalty 3760.515507 = -10917328.254028
  nChanged 1440
		SP:Iteration 17Q (146962.200000 sec): 3 clusters
  Score: Raw -10921858.304054 + Penalty 3760.515507 = -10918097.788547
  nChanged 1221
		SP:Iteration 18Q (146962.760000 sec): 3 clusters
  Score: Raw -10922481.778651 + Penalty 3760.515507 = -10918721.263145
  nChanged 1022
		SP:Iteration 19Q (146963.350000 sec): 3 clusters
  Score: Raw -10922978.605397 + Penalty 3760.515507 = -10919218.089890
  nChanged 871
		SP:Iteration 20F (146963.920000 sec): 3 clusters
  Score: Raw -10923376.116024 + Penalty 3760.515507 = -10919615.600518
  nChanged 741
		SP:Iteration 21Q (146964.500000 sec): 3 clusters
  Score: Raw -10923713.853095 + Penalty 3760.515507 = -10919953.337589
  nChanged 617
		SP:Iteration 22Q (146965.030000 sec): 3 clusters
  Score: Raw -10923980.465699 + Penalty 3760.515507 = -10920219.950193
  nChanged 534
		SP:Iteration 23Q (146965.600000 sec): 3 clusters
  Score: Raw -10924189.005650 + Penalty 3760.515507 = -10920428.490143
  nChanged 416
		SP:Iteration 24Q (146966.130000 sec): 3 clusters
  Score: Raw -10924324.397215 + Penalty 3760.515507 = -10920563.881708
  nChanged 340
		SP:Iteration 25Q (146966.660000 sec): 3 clusters
  Score: Raw -10924426.247769 + Penalty 3760.515507 = -10920665.732262
  nChanged 272
		SP:Iteration 26Q (146967.210000 sec): 3 clusters
  Score: Raw -10924502.566933 + Penalty 3760.515507 = -10920742.051427
  nChanged 243
		SP:Iteration 27Q (146967.720000 sec): 3 clusters
  Score: Raw -10924565.686974 + Penalty 3760.515507 = -10920805.171467
  nChanged 217
		SP:Iteration 28Q (146968.280000 sec): 3 clusters
  Score: Raw -10924623.190110 + Penalty 3760.515507 = -10920862.674603
  nChanged 196
		SP:Iteration 29Q (146968.890000 sec): 3 clusters
  Score: Raw -10924678.016796 + Penalty 3760.515507 = -10920917.501289
  nChanged 171
		SP:Iteration 30Q (146969.390000 sec): 3 clusters
  Score: Raw -10924725.434786 + Penalty 3760.515507 = -10920964.919280
  nChanged 155
		SP:Iteration 31Q (146969.890000 sec): 3 clusters
  Score: Raw -10924760.054716 + Penalty 3760.515507 = -10920999.539209
  nChanged 139
		SP:Iteration 32Q (146970.430000 sec): 3 clusters
  Score: Raw -10924791.966741 + Penalty 3760.515507 = -10921031.451234
  nChanged 138
		SP:Iteration 33Q (146971.010000 sec): 3 clusters
  Score: Raw -10924824.829457 + Penalty 3760.515507 = -10921064.313951
  nChanged 105
		SP:Iteration 34Q (146971.600000 sec): 3 clusters
  Score: Raw -10924847.243676 + Penalty 3760.515507 = -10921086.728170
  nChanged 88
		SP:Iteration 35Q (146972.250000 sec): 3 clusters
  Score: Raw -10924863.805447 + Penalty 3760.515507 = -10921103.289941
  nChanged 73
		SP:Iteration 36Q (146972.920000 sec): 3 clusters
  Score: Raw -10924877.132329 + Penalty 3760.515507 = -10921116.616823
  nChanged 60
		SP:Iteration 37Q (146973.510000 sec): 3 clusters
  Score: Raw -10924887.607031 + Penalty 3760.515507 = -10921127.091524
  nChanged 46
		SP:Iteration 38Q (146974.060000 sec): 3 clusters
  Score: Raw -10924895.276127 + Penalty 3760.515507 = -10921134.760620
  nChanged 48
		SP:Iteration 39Q (146974.580000 sec): 3 clusters
  Score: Raw -10924903.354891 + Penalty 3760.515507 = -10921142.839384
  nChanged 38
		SP:Iteration 40F (146975.160000 sec): 3 clusters
  Score: Raw -10924909.320399 + Penalty 3760.515507 = -10921148.804892
  nChanged 46
		SP:Iteration 41Q (146975.690000 sec): 3 clusters
  Score: Raw -10924915.770629 + Penalty 3760.515507 = -10921155.255123
  nChanged 34
		SP:Iteration 42Q (146976.310000 sec): 3 clusters
  Score: Raw -10924920.854553 + Penalty 3760.515507 = -10921160.339047
  nChanged 38
		SP:Iteration 43Q (146976.900000 sec): 3 clusters
  Score: Raw -10924926.879437 + Penalty 3760.515507 = -10921166.363930
  nChanged 32
		SP:Iteration 44Q (146977.460000 sec): 3 clusters
  Score: Raw -10924931.520920 + Penalty 3760.515507 = -10921171.005413
  nChanged 28
		SP:Iteration 45Q (146978.050000 sec): 3 clusters
  Score: Raw -10924935.836664 + Penalty 3760.515507 = -10921175.321158
  nChanged 28
		SP:Iteration 46Q (146978.640000 sec): 3 clusters
  Score: Raw -10924940.152591 + Penalty 3760.515507 = -10921179.637084
  nChanged 24
		SP:Iteration 47Q (146979.220000 sec): 3 clusters
  Score: Raw -10924943.764857 + Penalty 3760.515507 = -10921183.249350
  nChanged 15
		SP:Iteration 48Q (146979.790000 sec): 3 clusters
  Score: Raw -10924945.915217 + Penalty 3760.515507 = -10921185.399710
  nChanged 17
		SP:Iteration 49Q (146980.330000 sec): 3 clusters
  Score: Raw -10924948.178754 + Penalty 3760.515507 = -10921187.663248
  nChanged 10
		SP:Iteration 50Q (146980.860000 sec): 3 clusters
  Score: Raw -10924949.186166 + Penalty 3760.515507 = -10921188.670660
  nChanged 9
		SP:Iteration 51Q (146981.360000 sec): 3 clusters
  Score: Raw -10924950.012176 + Penalty 3760.515507 = -10921189.496669
  nChanged 6
		SP:Iteration 52Q (146981.850000 sec): 3 clusters
  Score: Raw -10924950.882309 + Penalty 3760.515507 = -10921190.366802
  nChanged 8
		SP:Iteration 53Q (146982.400000 sec): 3 clusters
  Score: Raw -10924952.125028 + Penalty 3760.515507 = -10921191.609522
  nChanged 8
		SP:Iteration 54Q (146982.930000 sec): 3 clusters
  Score: Raw -10924952.918920 + Penalty 3760.515507 = -10921192.403414
  nChanged 8
		SP:Iteration 55Q (146983.440000 sec): 3 clusters
  Score: Raw -10924954.209049 + Penalty 3760.515507 = -10921193.693543
  nChanged 7
		SP:Iteration 56Q (146983.960000 sec): 3 clusters
  Score: Raw -10924955.487093 + Penalty 3760.515507 = -10921194.971587
  nChanged 5
		SP:Iteration 57Q (146984.470000 sec): 3 clusters
  Score: Raw -10924956.314572 + Penalty 3760.515507 = -10921195.799065
  nChanged 6
		SP:Iteration 58Q (146984.980000 sec): 3 clusters
  Score: Raw -10924957.302804 + Penalty 3760.515507 = -10921196.787298
  nChanged 8
		SP:Iteration 59Q (146985.450000 sec): 3 clusters
  Score: Raw -10924958.681072 + Penalty 3760.515507 = -10921198.165565
  nChanged 11
		SP:Iteration 60F (146986.050000 sec): 3 clusters
  Score: Raw -10924960.712300 + Penalty 3760.515507 = -10921200.196794
  nChanged 16
		SP:Iteration 61Q (146986.600000 sec): 3 clusters
  Score: Raw -10924963.022953 + Penalty 3760.515507 = -10921202.507447
  nChanged 13
		SP:Iteration 62Q (146987.250000 sec): 3 clusters
  Score: Raw -10924964.989061 + Penalty 3760.515507 = -10921204.473554
  nChanged 14
		SP:Iteration 63Q (146987.890000 sec): 3 clusters
  Score: Raw -10924966.668780 + Penalty 3760.515507 = -10921206.153274
  nChanged 16
		SP:Iteration 64Q (146988.520000 sec): 3 clusters
  Score: Raw -10924968.846903 + Penalty 3760.515507 = -10921208.331396
  nChanged 11
		SP:Iteration 65Q (146989.100000 sec): 3 clusters
  Score: Raw -10924970.286364 + Penalty 3760.515507 = -10921209.770858
  nChanged 12
		SP:Iteration 66Q (146989.730000 sec): 3 clusters
  Score: Raw -10924971.632054 + Penalty 3760.515507 = -10921211.116548
  nChanged 8
		SP:Iteration 67Q (146990.260000 sec): 3 clusters
  Score: Raw -10924972.388438 + Penalty 3760.515507 = -10921211.872931
  nChanged 3
		SP:Iteration 68Q (146990.770000 sec): 3 clusters
  Score: Raw -10924972.758464 + Penalty 3760.515507 = -10921212.242958
  nChanged 1
		SP:Iteration 69Q (146991.300000 sec): 3 clusters
  Score: Raw -10924972.941393 + Penalty 3760.515507 = -10921212.425886
  nChanged 3
		SP:Iteration 70Q (146991.840000 sec): 3 clusters
  Score: Raw -10924973.255719 + Penalty 3760.515507 = -10921212.740212
  nChanged 2
		SP:Iteration 71Q (146992.380000 sec): 3 clusters
  Score: Raw -10924973.571600 + Penalty 3760.515507 = -10921213.056093
  nChanged 2
		SP:Iteration 72Q (146992.890000 sec): 3 clusters
  Score: Raw -10924973.812523 + Penalty 3760.515507 = -10921213.297017
  nChanged 0
		SP:Iteration 73F (146993.510000 sec): 3 clusters
  Score: Raw -10924973.812523 + Penalty 3760.515507 = -10921213.297017
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3138 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (146993.630000 sec): 2 clusters
  Score: Raw -309603.936630 + Penalty 1308.342902 = -308295.593728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (146993.870000 sec): 3 clusters
  Score: Raw -308119.894078 + Penalty 2616.685803 = -305503.208274
  nChanged 1172
		SP:Iteration 1F (146994.060000 sec): 3 clusters
  Score: Raw -308855.350682 + Penalty 2616.685803 = -306238.664878
  nChanged 264
		SP:Iteration 2F (146994.240000 sec): 3 clusters
  Score: Raw -309044.170087 + Penalty 2616.685803 = -306427.484284
  nChanged 174
		SP:Iteration 3F (146994.450000 sec): 3 clusters
  Score: Raw -309138.930686 + Penalty 2616.685803 = -306522.244883
  nChanged 118
		SP:Iteration 4Q (146994.630000 sec): 3 clusters
  Score: Raw -309234.804649 + Penalty 2616.685803 = -306618.118845
  nChanged 114
		SP:Iteration 5Q (146994.830000 sec): 3 clusters
  Score: Raw -309305.611945 + Penalty 2616.685803 = -306688.926142
  nChanged 92
		SP:Iteration 6Q (146995.010000 sec): 3 clusters
  Score: Raw -309361.206045 + Penalty 2616.685803 = -306744.520242
  nChanged 89
		SP:Iteration 7Q (146995.220000 sec): 3 clusters
  Score: Raw -309406.766426 + Penalty 2616.685803 = -306790.080623
  nChanged 78
		SP:Iteration 8Q (146995.380000 sec): 3 clusters
  Score: Raw -309445.082854 + Penalty 2616.685803 = -306828.397050
  nChanged 57
		SP:Iteration 9Q (146995.580000 sec): 3 clusters
  Score: Raw -309478.917639 + Penalty 2616.685803 = -306862.231836
  nChanged 56
		SP:Iteration 10Q (146995.750000 sec): 3 clusters
  Score: Raw -309508.080858 + Penalty 2616.685803 = -306891.395054
  nChanged 53
		SP:Iteration 11Q (146995.960000 sec): 3 clusters
  Score: Raw -309538.442825 + Penalty 2616.685803 = -306921.757022
  nChanged 48
		SP:Iteration 12Q (146996.180000 sec): 3 clusters
  Score: Raw -309561.269159 + Penalty 2616.685803 = -306944.583356
  nChanged 44
		SP:Iteration 13Q (146996.330000 sec): 3 clusters
  Score: Raw -309581.000143 + Penalty 2616.685803 = -306964.314340
  nChanged 36
		SP:Iteration 14Q (146996.590000 sec): 3 clusters
  Score: Raw -309595.758959 + Penalty 2616.685803 = -306979.073156
  nChanged 32
		SP:Iteration 15Q (146996.740000 sec): 3 clusters
  Score: Raw -309610.331152 + Penalty 2616.685803 = -306993.645349
  nChanged 20
		SP:Iteration 16Q (146996.990000 sec): 3 clusters
  Score: Raw -309619.472150 + Penalty 2616.685803 = -307002.786347
  nChanged 24
		SP:Iteration 17Q (146997.160000 sec): 3 clusters
  Score: Raw -309631.624422 + Penalty 2616.685803 = -307014.938619
  nChanged 25
		SP:Iteration 18Q (146997.390000 sec): 3 clusters
  Score: Raw -309641.269471 + Penalty 2616.685803 = -307024.583668
  nChanged 18
		SP:Iteration 19Q (146997.570000 sec): 3 clusters
  Score: Raw -309649.614613 + Penalty 2616.685803 = -307032.928809
  nChanged 18
		SP:Iteration 20F (146997.780000 sec): 3 clusters
  Score: Raw -309657.240365 + Penalty 2616.685803 = -307040.554562
  nChanged 21
		SP:Iteration 21Q (146997.930000 sec): 3 clusters
  Score: Raw -309663.490660 + Penalty 2616.685803 = -307046.804857
  nChanged 16
		SP:Iteration 22Q (146998.130000 sec): 3 clusters
  Score: Raw -309670.155632 + Penalty 2616.685803 = -307053.469829
  nChanged 14
		SP:Iteration 23Q (146998.320000 sec): 3 clusters
  Score: Raw -309674.248536 + Penalty 2616.685803 = -307057.562732
  nChanged 11
		SP:Iteration 24Q (146998.510000 sec): 3 clusters
  Score: Raw -309678.360169 + Penalty 2616.685803 = -307061.674366
  nChanged 6
		SP:Iteration 25Q (146998.730000 sec): 3 clusters
  Score: Raw -309679.718811 + Penalty 2616.685803 = -307063.033008
  nChanged 3
		SP:Iteration 26Q (146998.900000 sec): 3 clusters
  Score: Raw -309680.642220 + Penalty 2616.685803 = -307063.956417
  nChanged 3
		SP:Iteration 27Q (146999.100000 sec): 3 clusters
  Score: Raw -309682.501531 + Penalty 2616.685803 = -307065.815727
  nChanged 9
		SP:Iteration 28Q (146999.310000 sec): 3 clusters
  Score: Raw -309685.418041 + Penalty 2616.685803 = -307068.732237
  nChanged 8
		SP:Iteration 29Q (146999.540000 sec): 3 clusters
  Score: Raw -309686.955633 + Penalty 2616.685803 = -307070.269830
  nChanged 4
		SP:Iteration 30Q (146999.730000 sec): 3 clusters
  Score: Raw -309688.100648 + Penalty 2616.685803 = -307071.414844
  nChanged 2
		SP:Iteration 31Q (146999.930000 sec): 3 clusters
  Score: Raw -309688.423160 + Penalty 2616.685803 = -307071.737356
  nChanged 0
		SP:Iteration 32F (147000.150000 sec): 3 clusters
  Score: Raw -309688.423160 + Penalty 2616.685803 = -307071.737356
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147000.290000 sec): 2 clusters
  Score: Raw -208583.006255 + Penalty 1243.307029 = -207339.699227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147000.500000 sec): 3 clusters
  Score: Raw -207695.541899 + Penalty 2486.614057 = -205208.927842
  nChanged 731
		SP:Iteration 1F (147000.700000 sec): 3 clusters
  Score: Raw -208193.020509 + Penalty 2486.614057 = -205706.406452
  nChanged 179
		SP:Iteration 2F (147000.840000 sec): 3 clusters
  Score: Raw -208382.162484 + Penalty 2486.614057 = -205895.548427
  nChanged 117
		SP:Iteration 3F (147001.000000 sec): 3 clusters
  Score: Raw -208500.757104 + Penalty 2486.614057 = -206014.143047
  nChanged 107
		SP:Iteration 4F (147001.160000 sec): 3 clusters
  Score: Raw -208594.104448 + Penalty 2486.614057 = -206107.490390
  nChanged 73
		SP:Iteration 5Q (147001.330000 sec): 3 clusters
  Score: Raw -208661.118477 + Penalty 2486.614057 = -206174.504419
  nChanged 77
		SP:Iteration 6Q (147001.550000 sec): 3 clusters
  Score: Raw -208734.100514 + Penalty 2486.614057 = -206247.486457
  nChanged 70
		SP:Iteration 7Q (147001.720000 sec): 3 clusters
  Score: Raw -208819.027035 + Penalty 2486.614057 = -206332.412978
  nChanged 72
		SP:Iteration 8Q (147001.910000 sec): 3 clusters
  Score: Raw -208877.677605 + Penalty 2486.614057 = -206391.063548
  nChanged 60
		SP:Iteration 9Q (147002.150000 sec): 3 clusters
  Score: Raw -208935.925845 + Penalty 2486.614057 = -206449.311788
  nChanged 62
		SP:Iteration 10Q (147002.330000 sec): 3 clusters
  Score: Raw -208978.919584 + Penalty 2486.614057 = -206492.305527
  nChanged 29
		SP:Iteration 11Q (147002.520000 sec): 3 clusters
  Score: Raw -208998.061203 + Penalty 2486.614057 = -206511.447146
  nChanged 25
		SP:Iteration 12Q (147002.720000 sec): 3 clusters
  Score: Raw -209014.944522 + Penalty 2486.614057 = -206528.330465
  nChanged 20
		SP:Iteration 13Q (147002.940000 sec): 3 clusters
  Score: Raw -209026.363902 + Penalty 2486.614057 = -206539.749845
  nChanged 16
		SP:Iteration 14Q (147003.180000 sec): 3 clusters
  Score: Raw -209037.379561 + Penalty 2486.614057 = -206550.765503
  nChanged 17
		SP:Iteration 15Q (147003.300000 sec): 3 clusters
  Score: Raw -209044.980741 + Penalty 2486.614057 = -206558.366683
  nChanged 21
		SP:Iteration 16Q (147003.510000 sec): 3 clusters
  Score: Raw -209055.939830 + Penalty 2486.614057 = -206569.325773
  nChanged 16
		SP:Iteration 17Q (147003.660000 sec): 3 clusters
  Score: Raw -209065.002352 + Penalty 2486.614057 = -206578.388295
  nChanged 16
		SP:Iteration 18Q (147003.890000 sec): 3 clusters
  Score: Raw -209077.540064 + Penalty 2486.614057 = -206590.926007
  nChanged 15
		SP:Iteration 19Q (147004.060000 sec): 3 clusters
  Score: Raw -209087.398280 + Penalty 2486.614057 = -206600.784223
  nChanged 8
		SP:Iteration 20F (147004.220000 sec): 3 clusters
  Score: Raw -209090.753756 + Penalty 2486.614057 = -206604.139698
  nChanged 5
		SP:Iteration 21Q (147004.390000 sec): 3 clusters
  Score: Raw -209093.242971 + Penalty 2486.614057 = -206606.628913
  nChanged 6
		SP:Iteration 22Q (147004.580000 sec): 3 clusters
  Score: Raw -209095.219532 + Penalty 2486.614057 = -206608.605475
  nChanged 6
		SP:Iteration 23Q (147004.760000 sec): 3 clusters
  Score: Raw -209098.006476 + Penalty 2486.614057 = -206611.392419
  nChanged 4
		SP:Iteration 24Q (147004.930000 sec): 3 clusters
  Score: Raw -209099.321794 + Penalty 2486.614057 = -206612.707737
  nChanged 5
		SP:Iteration 25Q (147005.160000 sec): 3 clusters
  Score: Raw -209103.588675 + Penalty 2486.614057 = -206616.974618
  nChanged 4
		SP:Iteration 26Q (147005.310000 sec): 3 clusters
  Score: Raw -209105.535546 + Penalty 2486.614057 = -206618.921489
  nChanged 5
		SP:Iteration 27Q (147005.490000 sec): 3 clusters
  Score: Raw -209107.509792 + Penalty 2486.614057 = -206620.895735
  nChanged 5
		SP:Iteration 28Q (147005.690000 sec): 3 clusters
  Score: Raw -209110.643894 + Penalty 2486.614057 = -206624.029836
  nChanged 7
		SP:Iteration 29Q (147005.910000 sec): 3 clusters
  Score: Raw -209115.563911 + Penalty 2486.614057 = -206628.949854
  nChanged 9
		SP:Iteration 30Q (147006.090000 sec): 3 clusters
  Score: Raw -209119.201870 + Penalty 2486.614057 = -206632.587813
  nChanged 5
		SP:Iteration 31Q (147006.280000 sec): 3 clusters
  Score: Raw -209121.475017 + Penalty 2486.614057 = -206634.860960
  nChanged 6
		SP:Iteration 32Q (147006.460000 sec): 3 clusters
  Score: Raw -209123.172934 + Penalty 2486.614057 = -206636.558877
  nChanged 7
		SP:Iteration 33Q (147006.660000 sec): 3 clusters
  Score: Raw -209124.993586 + Penalty 2486.614057 = -206638.379529
  nChanged 4
		SP:Iteration 34Q (147006.830000 sec): 3 clusters
  Score: Raw -209126.189408 + Penalty 2486.614057 = -206639.575351
  nChanged 1
		SP:Iteration 35Q (147007.020000 sec): 3 clusters
  Score: Raw -209126.950623 + Penalty 2486.614057 = -206640.336566
  nChanged 1
		SP:Iteration 36Q (147007.210000 sec): 3 clusters
  Score: Raw -209128.336862 + Penalty 2486.614057 = -206641.722805
  nChanged 0
		SP:Iteration 37F (147007.400000 sec): 3 clusters
  Score: Raw -209128.336862 + Penalty 2486.614057 = -206641.722805
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147007.520000 sec): 2 clusters
  Score: Raw -790604.277559 + Penalty 1448.954037 = -789155.323522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147007.780000 sec): 3 clusters
  Score: Raw -786494.370174 + Penalty 2897.908074 = -783596.462100
  nChanged 3132
		SP:Iteration 1F (147007.980000 sec): 3 clusters
  Score: Raw -788109.981471 + Penalty 2897.908074 = -785212.073397
  nChanged 496
		SP:Iteration 2F (147008.210000 sec): 3 clusters
  Score: Raw -788374.610539 + Penalty 2897.908074 = -785476.702465
  nChanged 459
		SP:Iteration 3F (147008.450000 sec): 3 clusters
  Score: Raw -788641.754712 + Penalty 2897.908074 = -785743.846638
  nChanged 484
		SP:Iteration 4F (147008.640000 sec): 3 clusters
  Score: Raw -788961.857854 + Penalty 2897.908074 = -786063.949780
  nChanged 515
		SP:Iteration 5F (147008.860000 sec): 3 clusters
  Score: Raw -789380.156469 + Penalty 2897.908074 = -786482.248395
  nChanged 555
		SP:Iteration 6F (147009.080000 sec): 3 clusters
  Score: Raw -789819.365098 + Penalty 2897.908074 = -786921.457024
  nChanged 457
		SP:Iteration 7F (147009.260000 sec): 3 clusters
  Score: Raw -790134.203699 + Penalty 2897.908074 = -787236.295625
  nChanged 368
		SP:Iteration 8Q (147009.480000 sec): 3 clusters
  Score: Raw -790384.363324 + Penalty 2897.908074 = -787486.455250
  nChanged 265
		SP:Iteration 9Q (147009.700000 sec): 3 clusters
  Score: Raw -790530.518656 + Penalty 2897.908074 = -787632.610582
  nChanged 197
		SP:Iteration 10Q (147009.980000 sec): 3 clusters
  Score: Raw -790624.701251 + Penalty 2897.908074 = -787726.793177
  nChanged 152
		SP:Iteration 11Q (147010.220000 sec): 3 clusters
  Score: Raw -790691.761219 + Penalty 2897.908074 = -787793.853145
  nChanged 140
		SP:Iteration 12Q (147010.410000 sec): 3 clusters
  Score: Raw -790741.225725 + Penalty 2897.908074 = -787843.317651
  nChanged 108
		SP:Iteration 13Q (147010.640000 sec): 3 clusters
  Score: Raw -790776.667247 + Penalty 2897.908074 = -787878.759173
  nChanged 72
		SP:Iteration 14Q (147010.860000 sec): 3 clusters
  Score: Raw -790793.668894 + Penalty 2897.908074 = -787895.760820
  nChanged 46
		SP:Iteration 15Q (147011.080000 sec): 3 clusters
  Score: Raw -790804.495712 + Penalty 2897.908074 = -787906.587638
  nChanged 36
		SP:Iteration 16Q (147011.300000 sec): 3 clusters
  Score: Raw -790813.520079 + Penalty 2897.908074 = -787915.612005
  nChanged 38
		SP:Iteration 17Q (147011.520000 sec): 3 clusters
  Score: Raw -790823.699484 + Penalty 2897.908074 = -787925.791410
  nChanged 37
		SP:Iteration 18Q (147011.730000 sec): 3 clusters
  Score: Raw -790832.299220 + Penalty 2897.908074 = -787934.391147
  nChanged 37
		SP:Iteration 19Q (147011.950000 sec): 3 clusters
  Score: Raw -790840.120611 + Penalty 2897.908074 = -787942.212537
  nChanged 26
		SP:Iteration 20F (147012.200000 sec): 3 clusters
  Score: Raw -790844.742511 + Penalty 2897.908074 = -787946.834437
  nChanged 20
		SP:Iteration 21Q (147012.460000 sec): 3 clusters
  Score: Raw -790847.730147 + Penalty 2897.908074 = -787949.822073
  nChanged 16
		SP:Iteration 22Q (147012.680000 sec): 3 clusters
  Score: Raw -790850.170113 + Penalty 2897.908074 = -787952.262039
  nChanged 9
		SP:Iteration 23Q (147012.880000 sec): 3 clusters
  Score: Raw -790851.617103 + Penalty 2897.908074 = -787953.709029
  nChanged 12
		SP:Iteration 24Q (147013.100000 sec): 3 clusters
  Score: Raw -790853.841348 + Penalty 2897.908074 = -787955.933274
  nChanged 10
		SP:Iteration 25Q (147013.300000 sec): 3 clusters
  Score: Raw -790855.257503 + Penalty 2897.908074 = -787957.349430
  nChanged 4
		SP:Iteration 26Q (147013.530000 sec): 3 clusters
  Score: Raw -790855.696009 + Penalty 2897.908074 = -787957.787935
  nChanged 2
		SP:Iteration 27Q (147013.780000 sec): 3 clusters
  Score: Raw -790855.835171 + Penalty 2897.908074 = -787957.927098
  nChanged 0
		SP:Iteration 28F (147014.000000 sec): 3 clusters
  Score: Raw -790855.835171 + Penalty 2897.908074 = -787957.927098
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (76139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147014.480000 sec): 2 clusters
  Score: Raw -8173681.018645 + Penalty 1826.551333 = -8171854.467312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147015.050000 sec): 3 clusters
  Score: Raw -8124558.489122 + Penalty 3653.102666 = -8120905.386456
  nChanged 36222
		SP:Iteration 1F (147015.580000 sec): 3 clusters
  Score: Raw -8145435.888538 + Penalty 3653.102666 = -8141782.785872
  nChanged 2454
		SP:Iteration 2Q (147016.080000 sec): 3 clusters
  Score: Raw -8146023.003066 + Penalty 3653.102666 = -8142369.900399
  nChanged 2546
		SP:Iteration 3Q (147016.560000 sec): 3 clusters
  Score: Raw -8146662.144905 + Penalty 3653.102666 = -8143009.042238
  nChanged 2630
		SP:Iteration 4Q (147017.060000 sec): 3 clusters
  Score: Raw -8147364.628967 + Penalty 3653.102666 = -8143711.526300
  nChanged 2676
		SP:Iteration 5Q (147017.620000 sec): 3 clusters
  Score: Raw -8148214.372886 + Penalty 3653.102666 = -8144561.270220
  nChanged 2998
		SP:Iteration 6Q (147018.230000 sec): 3 clusters
  Score: Raw -8149362.633615 + Penalty 3653.102666 = -8145709.530949
  nChanged 3401
		SP:Iteration 7Q (147018.880000 sec): 3 clusters
  Score: Raw -8151049.684117 + Penalty 3653.102666 = -8147396.581451
  nChanged 4023
		SP:Iteration 8F (147019.390000 sec): 3 clusters
  Score: Raw -8153571.613491 + Penalty 3653.102666 = -8149918.510825
  nChanged 4566
		SP:Iteration 9F (147019.940000 sec): 3 clusters
  Score: Raw -8156929.372987 + Penalty 3653.102666 = -8153276.270320
  nChanged 4572
		SP:Iteration 10F (147020.440000 sec): 3 clusters
  Score: Raw -8160111.681437 + Penalty 3653.102666 = -8156458.578771
  nChanged 3785
		SP:Iteration 11Q (147020.910000 sec): 3 clusters
  Score: Raw -8162115.621803 + Penalty 3653.102666 = -8158462.519136
  nChanged 2612
		SP:Iteration 12Q (147021.440000 sec): 3 clusters
  Score: Raw -8163172.147944 + Penalty 3653.102666 = -8159519.045277
  nChanged 1765
		SP:Iteration 13Q (147021.960000 sec): 3 clusters
  Score: Raw -8163888.953602 + Penalty 3653.102666 = -8160235.850936
  nChanged 1561
		SP:Iteration 14Q (147022.460000 sec): 3 clusters
  Score: Raw -8164653.221538 + Penalty 3653.102666 = -8161000.118872
  nChanged 1598
		SP:Iteration 15Q (147022.970000 sec): 3 clusters
  Score: Raw -8165471.881200 + Penalty 3653.102666 = -8161818.778534
  nChanged 1585
		SP:Iteration 16Q (147023.470000 sec): 3 clusters
  Score: Raw -8166336.714816 + Penalty 3653.102666 = -8162683.612150
  nChanged 1634
		SP:Iteration 17Q (147023.980000 sec): 3 clusters
  Score: Raw -8167214.954620 + Penalty 3653.102666 = -8163561.851953
  nChanged 1568
		SP:Iteration 18Q (147024.480000 sec): 3 clusters
  Score: Raw -8168077.377217 + Penalty 3653.102666 = -8164424.274551
  nChanged 1553
		SP:Iteration 19Q (147025.000000 sec): 3 clusters
  Score: Raw -8168872.955826 + Penalty 3653.102666 = -8165219.853160
  nChanged 1418
		SP:Iteration 20F (147025.560000 sec): 3 clusters
  Score: Raw -8169558.970991 + Penalty 3653.102666 = -8165905.868325
  nChanged 1309
		SP:Iteration 21Q (147026.060000 sec): 3 clusters
  Score: Raw -8170129.761149 + Penalty 3653.102666 = -8166476.658483
  nChanged 1162
		SP:Iteration 22Q (147026.560000 sec): 3 clusters
  Score: Raw -8170548.423463 + Penalty 3653.102666 = -8166895.320797
  nChanged 940
		SP:Iteration 23Q (147027.070000 sec): 3 clusters
  Score: Raw -8170833.048872 + Penalty 3653.102666 = -8167179.946206
  nChanged 788
		SP:Iteration 24Q (147027.550000 sec): 3 clusters
  Score: Raw -8171027.676059 + Penalty 3653.102666 = -8167374.573393
  nChanged 637
		SP:Iteration 25Q (147028.040000 sec): 3 clusters
  Score: Raw -8171157.619873 + Penalty 3653.102666 = -8167504.517207
  nChanged 516
		SP:Iteration 26Q (147028.610000 sec): 3 clusters
  Score: Raw -8171245.582447 + Penalty 3653.102666 = -8167592.479781
  nChanged 436
		SP:Iteration 27Q (147029.130000 sec): 3 clusters
  Score: Raw -8171308.590520 + Penalty 3653.102666 = -8167655.487853
  nChanged 381
		SP:Iteration 28Q (147029.630000 sec): 3 clusters
  Score: Raw -8171356.786114 + Penalty 3653.102666 = -8167703.683448
  nChanged 289
		SP:Iteration 29Q (147030.180000 sec): 3 clusters
  Score: Raw -8171380.749643 + Penalty 3653.102666 = -8167727.646977
  nChanged 209
		SP:Iteration 30Q (147030.730000 sec): 3 clusters
  Score: Raw -8171395.800955 + Penalty 3653.102666 = -8167742.698289
  nChanged 166
		SP:Iteration 31Q (147031.260000 sec): 3 clusters
  Score: Raw -8171406.400930 + Penalty 3653.102666 = -8167753.298263
  nChanged 135
		SP:Iteration 32Q (147031.770000 sec): 3 clusters
  Score: Raw -8171414.181520 + Penalty 3653.102666 = -8167761.078854
  nChanged 116
		SP:Iteration 33Q (147032.280000 sec): 3 clusters
  Score: Raw -8171420.214199 + Penalty 3653.102666 = -8167767.111533
  nChanged 94
		SP:Iteration 34Q (147032.820000 sec): 3 clusters
  Score: Raw -8171425.311636 + Penalty 3653.102666 = -8167772.208969
  nChanged 76
		SP:Iteration 35Q (147033.260000 sec): 3 clusters
  Score: Raw -8171428.253212 + Penalty 3653.102666 = -8167775.150545
  nChanged 64
		SP:Iteration 36Q (147033.780000 sec): 3 clusters
  Score: Raw -8171430.405424 + Penalty 3653.102666 = -8167777.302758
  nChanged 65
		SP:Iteration 37Q (147034.370000 sec): 3 clusters
  Score: Raw -8171432.371614 + Penalty 3653.102666 = -8167779.268948
  nChanged 60
		SP:Iteration 38Q (147034.860000 sec): 3 clusters
  Score: Raw -8171434.396020 + Penalty 3653.102666 = -8167781.293354
  nChanged 40
		SP:Iteration 39Q (147035.350000 sec): 3 clusters
  Score: Raw -8171435.778239 + Penalty 3653.102666 = -8167782.675573
  nChanged 42
		SP:Iteration 40F (147035.860000 sec): 3 clusters
  Score: Raw -8171437.049383 + Penalty 3653.102666 = -8167783.946717
  nChanged 34
		SP:Iteration 41Q (147036.340000 sec): 3 clusters
  Score: Raw -8171438.017010 + Penalty 3653.102666 = -8167784.914344
  nChanged 34
		SP:Iteration 42Q (147036.860000 sec): 3 clusters
  Score: Raw -8171438.877103 + Penalty 3653.102666 = -8167785.774437
  nChanged 32
		SP:Iteration 43Q (147037.370000 sec): 3 clusters
  Score: Raw -8171439.501857 + Penalty 3653.102666 = -8167786.399191
  nChanged 21
		SP:Iteration 44Q (147037.900000 sec): 3 clusters
  Score: Raw -8171439.903363 + Penalty 3653.102666 = -8167786.800697
  nChanged 21
		SP:Iteration 45Q (147038.460000 sec): 3 clusters
  Score: Raw -8171440.385496 + Penalty 3653.102666 = -8167787.282830
  nChanged 21
		SP:Iteration 46Q (147039.020000 sec): 3 clusters
  Score: Raw -8171440.909082 + Penalty 3653.102666 = -8167787.806416
  nChanged 23
		SP:Iteration 47Q (147039.560000 sec): 3 clusters
  Score: Raw -8171441.374616 + Penalty 3653.102666 = -8167788.271950
  nChanged 13
		SP:Iteration 48Q (147040.110000 sec): 3 clusters
  Score: Raw -8171441.527268 + Penalty 3653.102666 = -8167788.424601
  nChanged 7
		SP:Iteration 49Q (147040.670000 sec): 3 clusters
  Score: Raw -8171441.753017 + Penalty 3653.102666 = -8167788.650351
  nChanged 13
		SP:Iteration 50Q (147041.180000 sec): 3 clusters
  Score: Raw -8171441.990917 + Penalty 3653.102666 = -8167788.888251
  nChanged 10
		SP:Iteration 51Q (147041.650000 sec): 3 clusters
  Score: Raw -8171442.202941 + Penalty 3653.102666 = -8167789.100274
  nChanged 7
		SP:Iteration 52Q (147042.150000 sec): 3 clusters
  Score: Raw -8171442.279130 + Penalty 3653.102666 = -8167789.176464
  nChanged 4
		SP:Iteration 53Q (147042.680000 sec): 3 clusters
  Score: Raw -8171442.318698 + Penalty 3653.102666 = -8167789.216032
  nChanged 4
		SP:Iteration 54Q (147043.280000 sec): 3 clusters
  Score: Raw -8171442.357370 + Penalty 3653.102666 = -8167789.254703
  nChanged 5
		SP:Iteration 55Q (147043.860000 sec): 3 clusters
  Score: Raw -8171442.425749 + Penalty 3653.102666 = -8167789.323083
  nChanged 7
		SP:Iteration 56Q (147044.360000 sec): 3 clusters
  Score: Raw -8171442.531453 + Penalty 3653.102666 = -8167789.428787
  nChanged 2
		SP:Iteration 57Q (147044.930000 sec): 3 clusters
  Score: Raw -8171442.570178 + Penalty 3653.102666 = -8167789.467511
  nChanged 4
		SP:Iteration 58Q (147045.480000 sec): 3 clusters
  Score: Raw -8171442.660877 + Penalty 3653.102666 = -8167789.558211
  nChanged 6
		SP:Iteration 59Q (147046.050000 sec): 3 clusters
  Score: Raw -8171442.790482 + Penalty 3653.102666 = -8167789.687815
  nChanged 14
		SP:Iteration 60F (147046.550000 sec): 3 clusters
  Score: Raw -8171443.085736 + Penalty 3653.102666 = -8167789.983070
  nChanged 10
		SP:Iteration 61Q (147047.120000 sec): 3 clusters
  Score: Raw -8171443.249176 + Penalty 3653.102666 = -8167790.146509
  nChanged 10
		SP:Iteration 62Q (147047.720000 sec): 3 clusters
  Score: Raw -8171443.446723 + Penalty 3653.102666 = -8167790.344057
  nChanged 9
		SP:Iteration 63Q (147048.320000 sec): 3 clusters
  Score: Raw -8171443.610826 + Penalty 3653.102666 = -8167790.508160
  nChanged 17
		SP:Iteration 64Q (147048.920000 sec): 3 clusters
  Score: Raw -8171443.880747 + Penalty 3653.102666 = -8167790.778081
  nChanged 8
		SP:Iteration 65Q (147049.480000 sec): 3 clusters
  Score: Raw -8171444.077851 + Penalty 3653.102666 = -8167790.975185
  nChanged 9
		SP:Iteration 66Q (147050.140000 sec): 3 clusters
  Score: Raw -8171444.279934 + Penalty 3653.102666 = -8167791.177268
  nChanged 13
		SP:Iteration 67Q (147050.660000 sec): 3 clusters
  Score: Raw -8171444.501719 + Penalty 3653.102666 = -8167791.399052
  nChanged 14
		SP:Iteration 68Q (147051.120000 sec): 3 clusters
  Score: Raw -8171444.702030 + Penalty 3653.102666 = -8167791.599364
  nChanged 11
		SP:Iteration 69Q (147051.710000 sec): 3 clusters
  Score: Raw -8171444.862319 + Penalty 3653.102666 = -8167791.759652
  nChanged 7
		SP:Iteration 70Q (147052.330000 sec): 3 clusters
  Score: Raw -8171444.944235 + Penalty 3653.102666 = -8167791.841568
  nChanged 5
		SP:Iteration 71Q (147052.900000 sec): 3 clusters
  Score: Raw -8171445.035127 + Penalty 3653.102666 = -8167791.932460
  nChanged 8
		SP:Iteration 72Q (147053.420000 sec): 3 clusters
  Score: Raw -8171445.172851 + Penalty 3653.102666 = -8167792.070184
  nChanged 7
		SP:Iteration 73Q (147053.950000 sec): 3 clusters
  Score: Raw -8171445.320343 + Penalty 3653.102666 = -8167792.217677
  nChanged 8
		SP:Iteration 74Q (147054.510000 sec): 3 clusters
  Score: Raw -8171445.491110 + Penalty 3653.102666 = -8167792.388444
  nChanged 11
		SP:Iteration 75Q (147055.030000 sec): 3 clusters
  Score: Raw -8171445.692792 + Penalty 3653.102666 = -8167792.590125
  nChanged 12
		SP:Iteration 76Q (147055.530000 sec): 3 clusters
  Score: Raw -8171445.885866 + Penalty 3653.102666 = -8167792.783200
  nChanged 7
		SP:Iteration 77Q (147056.110000 sec): 3 clusters
  Score: Raw -8171445.965956 + Penalty 3653.102666 = -8167792.863290
  nChanged 7
		SP:Iteration 78Q (147056.610000 sec): 3 clusters
  Score: Raw -8171446.066216 + Penalty 3653.102666 = -8167792.963550
  nChanged 6
		SP:Iteration 79Q (147057.150000 sec): 3 clusters
  Score: Raw -8171446.142373 + Penalty 3653.102666 = -8167793.039707
  nChanged 9
		SP:Iteration 80F (147057.700000 sec): 3 clusters
  Score: Raw -8171446.319638 + Penalty 3653.102666 = -8167793.216971
  nChanged 9
		SP:Iteration 81Q (147058.240000 sec): 3 clusters
  Score: Raw -8171446.485087 + Penalty 3653.102666 = -8167793.382421
  nChanged 9
		SP:Iteration 82Q (147058.830000 sec): 3 clusters
  Score: Raw -8171446.610346 + Penalty 3653.102666 = -8167793.507679
  nChanged 4
		SP:Iteration 83Q (147059.390000 sec): 3 clusters
  Score: Raw -8171446.690534 + Penalty 3653.102666 = -8167793.587867
  nChanged 4
		SP:Iteration 84Q (147059.980000 sec): 3 clusters
  Score: Raw -8171446.741405 + Penalty 3653.102666 = -8167793.638739
  nChanged 3
		SP:Iteration 85Q (147060.540000 sec): 3 clusters
  Score: Raw -8171446.784577 + Penalty 3653.102666 = -8167793.681910
  nChanged 4
		SP:Iteration 86Q (147061.080000 sec): 3 clusters
  Score: Raw -8171446.872245 + Penalty 3653.102666 = -8167793.769579
  nChanged 5
		SP:Iteration 87Q (147061.630000 sec): 3 clusters
  Score: Raw -8171446.965203 + Penalty 3653.102666 = -8167793.862536
  nChanged 8
		SP:Iteration 88Q (147062.160000 sec): 3 clusters
  Score: Raw -8171447.075490 + Penalty 3653.102666 = -8167793.972824
  nChanged 5
		SP:Iteration 89Q (147062.650000 sec): 3 clusters
  Score: Raw -8171447.105670 + Penalty 3653.102666 = -8167794.003003
  nChanged 1
		SP:Iteration 90Q (147063.160000 sec): 3 clusters
  Score: Raw -8171447.114339 + Penalty 3653.102666 = -8167794.011673
  nChanged 1
		SP:Iteration 91Q (147063.660000 sec): 3 clusters
  Score: Raw -8171447.128615 + Penalty 3653.102666 = -8167794.025949
  nChanged 2
		SP:Iteration 92Q (147064.180000 sec): 3 clusters
  Score: Raw -8171447.151683 + Penalty 3653.102666 = -8167794.049017
  nChanged 3
		SP:Iteration 93Q (147064.650000 sec): 3 clusters
  Score: Raw -8171447.198423 + Penalty 3653.102666 = -8167794.095757
  nChanged 4
		SP:Iteration 94Q (147065.150000 sec): 3 clusters
  Score: Raw -8171447.240655 + Penalty 3653.102666 = -8167794.137989
  nChanged 4
		SP:Iteration 95Q (147065.680000 sec): 3 clusters
  Score: Raw -8171447.292272 + Penalty 3653.102666 = -8167794.189606
  nChanged 6
		SP:Iteration 96Q (147066.180000 sec): 3 clusters
  Score: Raw -8171447.388970 + Penalty 3653.102666 = -8167794.286304
  nChanged 6
		SP:Iteration 97Q (147066.670000 sec): 3 clusters
  Score: Raw -8171447.485517 + Penalty 3653.102666 = -8167794.382851
  nChanged 10
		SP:Iteration 98Q (147067.190000 sec): 3 clusters
  Score: Raw -8171447.651999 + Penalty 3653.102666 = -8167794.549332
  nChanged 8
		SP:Iteration 99Q (147067.680000 sec): 3 clusters
  Score: Raw -8171447.749649 + Penalty 3653.102666 = -8167794.646983
  nChanged 3
		SP:Iteration 100F (147068.200000 sec): 3 clusters
  Score: Raw -8171447.787649 + Penalty 3653.102666 = -8167794.684982
  nChanged 2
		SP:Iteration 101Q (147068.680000 sec): 3 clusters
  Score: Raw -8171447.803231 + Penalty 3653.102666 = -8167794.700565
  nChanged 1
		SP:Iteration 102Q (147069.170000 sec): 3 clusters
  Score: Raw -8171447.822378 + Penalty 3653.102666 = -8167794.719712
  nChanged 3
		SP:Iteration 103Q (147069.680000 sec): 3 clusters
  Score: Raw -8171447.851012 + Penalty 3653.102666 = -8167794.748346
  nChanged 3
		SP:Iteration 104Q (147070.140000 sec): 3 clusters
  Score: Raw -8171447.874480 + Penalty 3653.102666 = -8167794.771813
  nChanged 0
		SP:Iteration 105F (147070.660000 sec): 3 clusters
  Score: Raw -8171447.874480 + Penalty 3653.102666 = -8167794.771813
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147070.800000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147071.000000 sec): 3 clusters
  Score: Raw -45502.513513 + Penalty 1980.410175 = -43522.103337
  nChanged 96
		SP:Iteration 1F (147071.150000 sec): 3 clusters
  Score: Raw -45648.446998 + Penalty 1980.410175 = -43668.036823
  nChanged 21
		SP:Iteration 2Q (147071.350000 sec): 3 clusters
  Score: Raw -45675.767523 + Penalty 1980.410175 = -43695.357348
  nChanged 6
		SP:Iteration 3Q (147071.550000 sec): 3 clusters
  Score: Raw -45696.054155 + Penalty 1980.410175 = -43715.643979
  nChanged 5
		SP:Iteration 4Q (147071.750000 sec): 3 clusters
  Score: Raw -45702.907993 + Penalty 1980.410175 = -43722.497818
  nChanged 4
		SP:Iteration 5Q (147071.960000 sec): 3 clusters
  Score: Raw -45706.573730 + Penalty 1980.410175 = -43726.163555
  nChanged 1
		SP:Iteration 6Q (147072.150000 sec): 3 clusters
  Score: Raw -45707.362940 + Penalty 1980.410175 = -43726.952764
  nChanged 1
		SP:Iteration 7Q (147072.330000 sec): 3 clusters
  Score: Raw -45711.529305 + Penalty 1980.410175 = -43731.119130
  nChanged 2
		SP:Iteration 8Q (147072.530000 sec): 3 clusters
  Score: Raw -45715.332438 + Penalty 1980.410175 = -43734.922263
  nChanged 2
		SP:Iteration 9Q (147072.680000 sec): 3 clusters
  Score: Raw -45718.623688 + Penalty 1980.410175 = -43738.213513
  nChanged 0
		SP:Iteration 10F (147072.880000 sec): 3 clusters
  Score: Raw -45718.623688 + Penalty 1980.410175 = -43738.213513
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147072.940000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147073.110000 sec): 3 clusters
  Score: Raw -105959.624562 + Penalty 2277.764184 = -103681.860378
  nChanged 340
		SP:Iteration 1F (147073.320000 sec): 3 clusters
  Score: Raw -106313.839128 + Penalty 2277.764184 = -104036.074944
  nChanged 97
		SP:Iteration 2F (147073.470000 sec): 3 clusters
  Score: Raw -106440.820595 + Penalty 2277.764184 = -104163.056411
  nChanged 59
		SP:Iteration 3F (147073.730000 sec): 3 clusters
  Score: Raw -106526.587232 + Penalty 2277.764184 = -104248.823047
  nChanged 50
		SP:Iteration 4Q (147073.890000 sec): 3 clusters
  Score: Raw -106608.356627 + Penalty 2277.764184 = -104330.592443
  nChanged 43
		SP:Iteration 5Q (147074.060000 sec): 3 clusters
  Score: Raw -106662.342198 + Penalty 2277.764184 = -104384.578013
  nChanged 21
		SP:Iteration 6Q (147074.240000 sec): 3 clusters
  Score: Raw -106706.655934 + Penalty 2277.764184 = -104428.891750
  nChanged 17
		SP:Iteration 7Q (147074.450000 sec): 3 clusters
  Score: Raw -106736.413749 + Penalty 2277.764184 = -104458.649565
  nChanged 9
		SP:Iteration 8Q (147074.590000 sec): 3 clusters
  Score: Raw -106745.011966 + Penalty 2277.764184 = -104467.247782
  nChanged 7
		SP:Iteration 9Q (147074.780000 sec): 3 clusters
  Score: Raw -106750.564450 + Penalty 2277.764184 = -104472.800266
  nChanged 4
		SP:Iteration 10Q (147074.970000 sec): 3 clusters
  Score: Raw -106754.108492 + Penalty 2277.764184 = -104476.344308
  nChanged 4
		SP:Iteration 11Q (147075.170000 sec): 3 clusters
  Score: Raw -106757.205963 + Penalty 2277.764184 = -104479.441778
  nChanged 0
		SP:Iteration 12F (147075.360000 sec): 3 clusters
  Score: Raw -106757.205963 + Penalty 2277.764184 = -104479.441778
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147075.500000 sec): 2 clusters
  Score: Raw -1366693.865857 + Penalty 1542.090654 = -1365151.775204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147075.710000 sec): 3 clusters
  Score: Raw -1358976.446373 + Penalty 3084.181308 = -1355892.265065
  nChanged 5794
		SP:Iteration 1F (147075.980000 sec): 3 clusters
  Score: Raw -1362185.083833 + Penalty 3084.181308 = -1359100.902526
  nChanged 845
		SP:Iteration 2F (147076.270000 sec): 3 clusters
  Score: Raw -1362549.519255 + Penalty 3084.181308 = -1359465.337947
  nChanged 721
		SP:Iteration 3F (147076.490000 sec): 3 clusters
  Score: Raw -1362871.870260 + Penalty 3084.181308 = -1359787.688952
  nChanged 663
		SP:Iteration 4F (147076.710000 sec): 3 clusters
  Score: Raw -1363206.224343 + Penalty 3084.181308 = -1360122.043035
  nChanged 719
		SP:Iteration 5F (147076.970000 sec): 3 clusters
  Score: Raw -1363635.075485 + Penalty 3084.181308 = -1360550.894177
  nChanged 811
		SP:Iteration 6F (147077.210000 sec): 3 clusters
  Score: Raw -1364212.638792 + Penalty 3084.181308 = -1361128.457484
  nChanged 863
		SP:Iteration 7F (147077.490000 sec): 3 clusters
  Score: Raw -1364913.358048 + Penalty 3084.181308 = -1361829.176741
  nChanged 788
		SP:Iteration 8F (147077.730000 sec): 3 clusters
  Score: Raw -1365558.374239 + Penalty 3084.181308 = -1362474.192931
  nChanged 584
		SP:Iteration 9Q (147078.010000 sec): 3 clusters
  Score: Raw -1366065.057299 + Penalty 3084.181308 = -1362980.875991
  nChanged 399
		SP:Iteration 10Q (147078.290000 sec): 3 clusters
  Score: Raw -1366474.250912 + Penalty 3084.181308 = -1363390.069604
  nChanged 243
		SP:Iteration 11Q (147078.570000 sec): 3 clusters
  Score: Raw -1366790.104629 + Penalty 3084.181308 = -1363705.923321
  nChanged 136
		SP:Iteration 12Q (147078.780000 sec): 3 clusters
  Score: Raw -1366974.105669 + Penalty 3084.181308 = -1363889.924361
  nChanged 110
		SP:Iteration 13Q (147079.030000 sec): 3 clusters
  Score: Raw -1367111.157757 + Penalty 3084.181308 = -1364026.976449
  nChanged 69
		SP:Iteration 14Q (147079.270000 sec): 3 clusters
  Score: Raw -1367187.943463 + Penalty 3084.181308 = -1364103.762155
  nChanged 56
		SP:Iteration 15Q (147079.510000 sec): 3 clusters
  Score: Raw -1367236.438556 + Penalty 3084.181308 = -1364152.257248
  nChanged 36
		SP:Iteration 16Q (147079.750000 sec): 3 clusters
  Score: Raw -1367265.697809 + Penalty 3084.181308 = -1364181.516501
  nChanged 25
		SP:Iteration 17Q (147080.000000 sec): 3 clusters
  Score: Raw -1367285.980314 + Penalty 3084.181308 = -1364201.799006
  nChanged 24
		SP:Iteration 18Q (147080.270000 sec): 3 clusters
  Score: Raw -1367311.971828 + Penalty 3084.181308 = -1364227.790520
  nChanged 24
		SP:Iteration 19Q (147080.500000 sec): 3 clusters
  Score: Raw -1367334.567249 + Penalty 3084.181308 = -1364250.385941
  nChanged 17
		SP:Iteration 20F (147080.750000 sec): 3 clusters
  Score: Raw -1367345.211056 + Penalty 3084.181308 = -1364261.029748
  nChanged 11
		SP:Iteration 21Q (147080.940000 sec): 3 clusters
  Score: Raw -1367354.340394 + Penalty 3084.181308 = -1364270.159086
  nChanged 11
		SP:Iteration 22Q (147081.170000 sec): 3 clusters
  Score: Raw -1367361.014252 + Penalty 3084.181308 = -1364276.832944
  nChanged 6
		SP:Iteration 23Q (147081.420000 sec): 3 clusters
  Score: Raw -1367366.004376 + Penalty 3084.181308 = -1364281.823068
  nChanged 6
		SP:Iteration 24Q (147081.620000 sec): 3 clusters
  Score: Raw -1367369.125411 + Penalty 3084.181308 = -1364284.944103
  nChanged 1
		SP:Iteration 25Q (147081.870000 sec): 3 clusters
  Score: Raw -1367370.760758 + Penalty 3084.181308 = -1364286.579450
  nChanged 2
		SP:Iteration 26Q (147082.050000 sec): 3 clusters
  Score: Raw -1367372.370940 + Penalty 3084.181308 = -1364288.189632
  nChanged 1
		SP:Iteration 27Q (147082.300000 sec): 3 clusters
  Score: Raw -1367372.707322 + Penalty 3084.181308 = -1364288.526014
  nChanged 0
		SP:Iteration 28F (147082.500000 sec): 3 clusters
  Score: Raw -1367372.707322 + Penalty 3084.181308 = -1364288.526014
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147082.600000 sec): 2 clusters
  Score: Raw -101896.253406 + Penalty 1138.293323 = -100757.960082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147082.810000 sec): 3 clusters
  Score: Raw -101517.687778 + Penalty 2276.586647 = -99241.101131
  nChanged 363
		SP:Iteration 1F (147083.000000 sec): 3 clusters
  Score: Raw -101873.976553 + Penalty 2276.586647 = -99597.389906
  nChanged 103
		SP:Iteration 2F (147083.190000 sec): 3 clusters
  Score: Raw -102019.030554 + Penalty 2276.586647 = -99742.443907
  nChanged 70
		SP:Iteration 3F (147083.340000 sec): 3 clusters
  Score: Raw -102131.279638 + Penalty 2276.586647 = -99854.692992
  nChanged 47
		SP:Iteration 4Q (147083.530000 sec): 3 clusters
  Score: Raw -102199.871727 + Penalty 2276.586647 = -99923.285080
  nChanged 38
		SP:Iteration 5Q (147083.680000 sec): 3 clusters
  Score: Raw -102240.059810 + Penalty 2276.586647 = -99963.473163
  nChanged 21
		SP:Iteration 6Q (147083.890000 sec): 3 clusters
  Score: Raw -102272.399260 + Penalty 2276.586647 = -99995.812614
  nChanged 24
		SP:Iteration 7Q (147084.060000 sec): 3 clusters
  Score: Raw -102311.153594 + Penalty 2276.586647 = -100034.566948
  nChanged 29
		SP:Iteration 8Q (147084.250000 sec): 3 clusters
  Score: Raw -102357.239991 + Penalty 2276.586647 = -100080.653344
  nChanged 26
		SP:Iteration 9Q (147084.450000 sec): 3 clusters
  Score: Raw -102403.390534 + Penalty 2276.586647 = -100126.803887
  nChanged 39
		SP:Iteration 10Q (147084.590000 sec): 3 clusters
  Score: Raw -102473.427561 + Penalty 2276.586647 = -100196.840915
  nChanged 33
		SP:Iteration 11Q (147084.760000 sec): 3 clusters
  Score: Raw -102537.711350 + Penalty 2276.586647 = -100261.124703
  nChanged 34
		SP:Iteration 12Q (147084.940000 sec): 3 clusters
  Score: Raw -102587.719667 + Penalty 2276.586647 = -100311.133020
  nChanged 17
		SP:Iteration 13Q (147085.110000 sec): 3 clusters
  Score: Raw -102601.874321 + Penalty 2276.586647 = -100325.287675
  nChanged 12
		SP:Iteration 14Q (147085.290000 sec): 3 clusters
  Score: Raw -102612.718493 + Penalty 2276.586647 = -100336.131846
  nChanged 9
		SP:Iteration 15Q (147085.450000 sec): 3 clusters
  Score: Raw -102625.126261 + Penalty 2276.586647 = -100348.539614
  nChanged 9
		SP:Iteration 16Q (147085.650000 sec): 3 clusters
  Score: Raw -102633.642806 + Penalty 2276.586647 = -100357.056159
  nChanged 7
		SP:Iteration 17Q (147085.850000 sec): 3 clusters
  Score: Raw -102638.250270 + Penalty 2276.586647 = -100361.663623
  nChanged 5
		SP:Iteration 18Q (147085.990000 sec): 3 clusters
  Score: Raw -102642.102065 + Penalty 2276.586647 = -100365.515418
  nChanged 2
		SP:Iteration 19Q (147086.170000 sec): 3 clusters
  Score: Raw -102643.396231 + Penalty 2276.586647 = -100366.809585
  nChanged 3
		SP:Iteration 20F (147086.350000 sec): 3 clusters
  Score: Raw -102645.364400 + Penalty 2276.586647 = -100368.777754
  nChanged 2
		SP:Iteration 21Q (147086.550000 sec): 3 clusters
  Score: Raw -102646.483803 + Penalty 2276.586647 = -100369.897156
  nChanged 2
		SP:Iteration 22Q (147086.720000 sec): 3 clusters
  Score: Raw -102647.881779 + Penalty 2276.586647 = -100371.295132
  nChanged 0
		SP:Iteration 23F (147086.900000 sec): 3 clusters
  Score: Raw -102647.881779 + Penalty 2276.586647 = -100371.295132
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147087.090000 sec): 2 clusters
  Score: Raw -2331486.569054 + Penalty 1627.565700 = -2329859.003354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147087.370000 sec): 3 clusters
  Score: Raw -2317858.417111 + Penalty 3255.131401 = -2314603.285710
  nChanged 10170
		SP:Iteration 1F (147087.670000 sec): 3 clusters
  Score: Raw -2323646.703904 + Penalty 3255.131401 = -2320391.572503
  nChanged 1219
		SP:Iteration 2F (147087.960000 sec): 3 clusters
  Score: Raw -2324198.476903 + Penalty 3255.131401 = -2320943.345502
  nChanged 1257
		SP:Iteration 3F (147088.210000 sec): 3 clusters
  Score: Raw -2324797.688686 + Penalty 3255.131401 = -2321542.557285
  nChanged 1224
		SP:Iteration 4F (147088.500000 sec): 3 clusters
  Score: Raw -2325433.255748 + Penalty 3255.131401 = -2322178.124347
  nChanged 1173
		SP:Iteration 5F (147088.760000 sec): 3 clusters
  Score: Raw -2326090.952630 + Penalty 3255.131401 = -2322835.821230
  nChanged 1181
		SP:Iteration 6F (147089.000000 sec): 3 clusters
  Score: Raw -2326785.947939 + Penalty 3255.131401 = -2323530.816538
  nChanged 1125
		SP:Iteration 7F (147089.250000 sec): 3 clusters
  Score: Raw -2327467.379954 + Penalty 3255.131401 = -2324212.248553
  nChanged 1024
		SP:Iteration 8Q (147089.530000 sec): 3 clusters
  Score: Raw -2328017.505382 + Penalty 3255.131401 = -2324762.373982
  nChanged 840
		SP:Iteration 9Q (147089.810000 sec): 3 clusters
  Score: Raw -2328401.878540 + Penalty 3255.131401 = -2325146.747139
  nChanged 688
		SP:Iteration 10Q (147090.090000 sec): 3 clusters
  Score: Raw -2328677.387636 + Penalty 3255.131401 = -2325422.256236
  nChanged 547
		SP:Iteration 11Q (147090.360000 sec): 3 clusters
  Score: Raw -2328868.933557 + Penalty 3255.131401 = -2325613.802156
  nChanged 438
		SP:Iteration 12Q (147090.630000 sec): 3 clusters
  Score: Raw -2329013.274853 + Penalty 3255.131401 = -2325758.143453
  nChanged 349
		SP:Iteration 13Q (147090.940000 sec): 3 clusters
  Score: Raw -2329106.401015 + Penalty 3255.131401 = -2325851.269614
  nChanged 258
		SP:Iteration 14Q (147091.200000 sec): 3 clusters
  Score: Raw -2329170.738055 + Penalty 3255.131401 = -2325915.606654
  nChanged 250
		SP:Iteration 15Q (147091.500000 sec): 3 clusters
  Score: Raw -2329229.614722 + Penalty 3255.131401 = -2325974.483321
  nChanged 206
		SP:Iteration 16Q (147091.760000 sec): 3 clusters
  Score: Raw -2329272.264284 + Penalty 3255.131401 = -2326017.132883
  nChanged 196
		SP:Iteration 17Q (147092.060000 sec): 3 clusters
  Score: Raw -2329313.068938 + Penalty 3255.131401 = -2326057.937538
  nChanged 191
		SP:Iteration 18Q (147092.330000 sec): 3 clusters
  Score: Raw -2329351.665240 + Penalty 3255.131401 = -2326096.533840
  nChanged 206
		SP:Iteration 19Q (147092.670000 sec): 3 clusters
  Score: Raw -2329395.118831 + Penalty 3255.131401 = -2326139.987430
  nChanged 200
		SP:Iteration 20F (147092.930000 sec): 3 clusters
  Score: Raw -2329437.240399 + Penalty 3255.131401 = -2326182.108999
  nChanged 167
		SP:Iteration 21Q (147093.200000 sec): 3 clusters
  Score: Raw -2329473.669219 + Penalty 3255.131401 = -2326218.537818
  nChanged 161
		SP:Iteration 22Q (147093.550000 sec): 3 clusters
  Score: Raw -2329511.442353 + Penalty 3255.131401 = -2326256.310953
  nChanged 199
		SP:Iteration 23Q (147093.840000 sec): 3 clusters
  Score: Raw -2329561.567504 + Penalty 3255.131401 = -2326306.436104
  nChanged 187
		SP:Iteration 24Q (147094.150000 sec): 3 clusters
  Score: Raw -2329613.114651 + Penalty 3255.131401 = -2326357.983250
  nChanged 212
		SP:Iteration 25Q (147094.390000 sec): 3 clusters
  Score: Raw -2329684.001332 + Penalty 3255.131401 = -2326428.869931
  nChanged 218
		SP:Iteration 26Q (147094.660000 sec): 3 clusters
  Score: Raw -2329757.612619 + Penalty 3255.131401 = -2326502.481219
  nChanged 222
		SP:Iteration 27Q (147094.970000 sec): 3 clusters
  Score: Raw -2329831.333176 + Penalty 3255.131401 = -2326576.201775
  nChanged 214
		SP:Iteration 28Q (147095.240000 sec): 3 clusters
  Score: Raw -2329894.417268 + Penalty 3255.131401 = -2326639.285867
  nChanged 205
		SP:Iteration 29Q (147095.510000 sec): 3 clusters
  Score: Raw -2329950.775571 + Penalty 3255.131401 = -2326695.644170
  nChanged 200
		SP:Iteration 30Q (147095.760000 sec): 3 clusters
  Score: Raw -2330008.287806 + Penalty 3255.131401 = -2326753.156406
  nChanged 204
		SP:Iteration 31Q (147096.040000 sec): 3 clusters
  Score: Raw -2330072.991573 + Penalty 3255.131401 = -2326817.860172
  nChanged 244
		SP:Iteration 32Q (147096.280000 sec): 3 clusters
  Score: Raw -2330153.486263 + Penalty 3255.131401 = -2326898.354863
  nChanged 260
		SP:Iteration 33Q (147096.550000 sec): 3 clusters
  Score: Raw -2330236.897036 + Penalty 3255.131401 = -2326981.765635
  nChanged 251
		SP:Iteration 34Q (147096.820000 sec): 3 clusters
  Score: Raw -2330320.861224 + Penalty 3255.131401 = -2327065.729823
  nChanged 259
		SP:Iteration 35Q (147097.070000 sec): 3 clusters
  Score: Raw -2330415.332849 + Penalty 3255.131401 = -2327160.201448
  nChanged 260
		SP:Iteration 36Q (147097.340000 sec): 3 clusters
  Score: Raw -2330509.841322 + Penalty 3255.131401 = -2327254.709922
  nChanged 258
		SP:Iteration 37Q (147097.640000 sec): 3 clusters
  Score: Raw -2330601.851861 + Penalty 3255.131401 = -2327346.720461
  nChanged 259
		SP:Iteration 38Q (147097.920000 sec): 3 clusters
  Score: Raw -2330691.612222 + Penalty 3255.131401 = -2327436.480822
  nChanged 261
		SP:Iteration 39Q (147098.190000 sec): 3 clusters
  Score: Raw -2330794.440229 + Penalty 3255.131401 = -2327539.308828
  nChanged 255
		SP:Iteration 40F (147098.440000 sec): 3 clusters
  Score: Raw -2330898.749888 + Penalty 3255.131401 = -2327643.618488
  nChanged 268
		SP:Iteration 41Q (147098.750000 sec): 3 clusters
  Score: Raw -2331016.548724 + Penalty 3255.131401 = -2327761.417323
  nChanged 242
		SP:Iteration 42Q (147099.040000 sec): 3 clusters
  Score: Raw -2331115.634631 + Penalty 3255.131401 = -2327860.503230
  nChanged 219
		SP:Iteration 43Q (147099.330000 sec): 3 clusters
  Score: Raw -2331213.680974 + Penalty 3255.131401 = -2327958.549574
  nChanged 220
		SP:Iteration 44Q (147099.640000 sec): 3 clusters
  Score: Raw -2331313.604918 + Penalty 3255.131401 = -2328058.473517
  nChanged 205
		SP:Iteration 45Q (147099.880000 sec): 3 clusters
  Score: Raw -2331407.790971 + Penalty 3255.131401 = -2328152.659571
  nChanged 186
		SP:Iteration 46Q (147100.170000 sec): 3 clusters
  Score: Raw -2331490.892328 + Penalty 3255.131401 = -2328235.760927
  nChanged 159
		SP:Iteration 47Q (147100.470000 sec): 3 clusters
  Score: Raw -2331562.987130 + Penalty 3255.131401 = -2328307.855729
  nChanged 127
		SP:Iteration 48Q (147100.760000 sec): 3 clusters
  Score: Raw -2331615.512513 + Penalty 3255.131401 = -2328360.381112
  nChanged 122
		SP:Iteration 49Q (147100.990000 sec): 3 clusters
  Score: Raw -2331673.093750 + Penalty 3255.131401 = -2328417.962350
  nChanged 117
		SP:Iteration 50Q (147101.250000 sec): 3 clusters
  Score: Raw -2331729.303225 + Penalty 3255.131401 = -2328474.171824
  nChanged 106
		SP:Iteration 51Q (147101.550000 sec): 3 clusters
  Score: Raw -2331784.359654 + Penalty 3255.131401 = -2328529.228254
  nChanged 111
		SP:Iteration 52Q (147101.820000 sec): 3 clusters
  Score: Raw -2331837.414352 + Penalty 3255.131401 = -2328582.282951
  nChanged 75
		SP:Iteration 53Q (147102.090000 sec): 3 clusters
  Score: Raw -2331869.194479 + Penalty 3255.131401 = -2328614.063079
  nChanged 62
		SP:Iteration 54Q (147102.390000 sec): 3 clusters
  Score: Raw -2331893.874122 + Penalty 3255.131401 = -2328638.742722
  nChanged 49
		SP:Iteration 55Q (147102.620000 sec): 3 clusters
  Score: Raw -2331910.711355 + Penalty 3255.131401 = -2328655.579954
  nChanged 40
		SP:Iteration 56Q (147102.930000 sec): 3 clusters
  Score: Raw -2331922.815380 + Penalty 3255.131401 = -2328667.683980
  nChanged 30
		SP:Iteration 57Q (147103.260000 sec): 3 clusters
  Score: Raw -2331932.851632 + Penalty 3255.131401 = -2328677.720231
  nChanged 32
		SP:Iteration 58Q (147103.530000 sec): 3 clusters
  Score: Raw -2331940.775631 + Penalty 3255.131401 = -2328685.644231
  nChanged 23
		SP:Iteration 59Q (147103.830000 sec): 3 clusters
  Score: Raw -2331948.651113 + Penalty 3255.131401 = -2328693.519712
  nChanged 20
		SP:Iteration 60F (147104.070000 sec): 3 clusters
  Score: Raw -2331955.108626 + Penalty 3255.131401 = -2328699.977225
  nChanged 15
		SP:Iteration 61Q (147104.340000 sec): 3 clusters
  Score: Raw -2331960.006754 + Penalty 3255.131401 = -2328704.875354
  nChanged 15
		SP:Iteration 62Q (147104.570000 sec): 3 clusters
  Score: Raw -2331964.176501 + Penalty 3255.131401 = -2328709.045101
  nChanged 9
		SP:Iteration 63Q (147104.800000 sec): 3 clusters
  Score: Raw -2331967.022015 + Penalty 3255.131401 = -2328711.890615
  nChanged 9
		SP:Iteration 64Q (147105.030000 sec): 3 clusters
  Score: Raw -2331968.651860 + Penalty 3255.131401 = -2328713.520460
  nChanged 10
		SP:Iteration 65Q (147105.320000 sec): 3 clusters
  Score: Raw -2331971.558998 + Penalty 3255.131401 = -2328716.427598
  nChanged 6
		SP:Iteration 66Q (147105.540000 sec): 3 clusters
  Score: Raw -2331973.327642 + Penalty 3255.131401 = -2328718.196241
  nChanged 7
		SP:Iteration 67Q (147105.840000 sec): 3 clusters
  Score: Raw -2331975.419301 + Penalty 3255.131401 = -2328720.287901
  nChanged 5
		SP:Iteration 68Q (147106.090000 sec): 3 clusters
  Score: Raw -2331976.679158 + Penalty 3255.131401 = -2328721.547758
  nChanged 5
		SP:Iteration 69Q (147106.350000 sec): 3 clusters
  Score: Raw -2331978.136972 + Penalty 3255.131401 = -2328723.005571
  nChanged 4
		SP:Iteration 70Q (147106.640000 sec): 3 clusters
  Score: Raw -2331979.546693 + Penalty 3255.131401 = -2328724.415292
  nChanged 4
		SP:Iteration 71Q (147106.930000 sec): 3 clusters
  Score: Raw -2331980.187332 + Penalty 3255.131401 = -2328725.055932
  nChanged 2
		SP:Iteration 72Q (147107.180000 sec): 3 clusters
  Score: Raw -2331980.445139 + Penalty 3255.131401 = -2328725.313738
  nChanged 0
		SP:Iteration 73F (147107.440000 sec): 3 clusters
  Score: Raw -2331980.445139 + Penalty 3255.131401 = -2328725.313738
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147107.550000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147107.790000 sec): 3 clusters
  Score: Raw -21794.117261 + Penalty 1779.850654 = -20014.266607
  nChanged 40
		SP:Iteration 1F (147107.980000 sec): 3 clusters
  Score: Raw -21884.467771 + Penalty 1779.850654 = -20104.617117
  nChanged 6
		SP:Iteration 2Q (147108.160000 sec): 3 clusters
  Score: Raw -21898.642706 + Penalty 1779.850654 = -20118.792052
  nChanged 5
		SP:Iteration 3Q (147108.370000 sec): 3 clusters
  Score: Raw -21925.062345 + Penalty 1779.850654 = -20145.211691
  nChanged 3
		SP:Iteration 4Q (147108.530000 sec): 3 clusters
  Score: Raw -21934.239024 + Penalty 1779.850654 = -20154.388369
  nChanged 1
		SP:Iteration 5Q (147108.780000 sec): 3 clusters
  Score: Raw -21945.321908 + Penalty 1779.850654 = -20165.471254
  nChanged 3
		SP:Iteration 6Q (147108.920000 sec): 3 clusters
  Score: Raw -21950.168592 + Penalty 1779.850654 = -20170.317937
  nChanged 0
		SP:Iteration 7F (147109.170000 sec): 3 clusters
  Score: Raw -21950.168592 + Penalty 1779.850654 = -20170.317937
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147109.450000 sec): 2 clusters
  Score: Raw -3932345.012696 + Penalty 1702.366929 = -3930642.645767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147109.780000 sec): 3 clusters
  Score: Raw -3910155.065275 + Penalty 3404.733857 = -3906750.331417
  nChanged 16566
		SP:Iteration 1F (147110.190000 sec): 3 clusters
  Score: Raw -3919293.844728 + Penalty 3404.733857 = -3915889.110871
  nChanged 1391
		SP:Iteration 2Q (147110.500000 sec): 3 clusters
  Score: Raw -3919652.723217 + Penalty 3404.733857 = -3916247.989359
  nChanged 1308
		SP:Iteration 3Q (147110.880000 sec): 3 clusters
  Score: Raw -3920017.296222 + Penalty 3404.733857 = -3916612.562364
  nChanged 1290
		SP:Iteration 4Q (147111.240000 sec): 3 clusters
  Score: Raw -3920447.219456 + Penalty 3404.733857 = -3917042.485598
  nChanged 1379
		SP:Iteration 5Q (147111.570000 sec): 3 clusters
  Score: Raw -3921008.804200 + Penalty 3404.733857 = -3917604.070342
  nChanged 1577
		SP:Iteration 6Q (147111.920000 sec): 3 clusters
  Score: Raw -3921807.928670 + Penalty 3404.733857 = -3918403.194813
  nChanged 1905
		SP:Iteration 7F (147112.230000 sec): 3 clusters
  Score: Raw -3922994.952737 + Penalty 3404.733857 = -3919590.218879
  nChanged 2191
		SP:Iteration 8F (147112.540000 sec): 3 clusters
  Score: Raw -3924583.108050 + Penalty 3404.733857 = -3921178.374192
  nChanged 2370
		SP:Iteration 9F (147112.860000 sec): 3 clusters
  Score: Raw -3926489.879180 + Penalty 3404.733857 = -3923085.145323
  nChanged 2273
		SP:Iteration 10F (147113.190000 sec): 3 clusters
  Score: Raw -3928472.739637 + Penalty 3404.733857 = -3925068.005780
  nChanged 1817
		SP:Iteration 11F (147113.550000 sec): 3 clusters
  Score: Raw -3930076.665367 + Penalty 3404.733857 = -3926671.931510
  nChanged 1223
		SP:Iteration 12Q (147113.900000 sec): 3 clusters
  Score: Raw -3931131.125726 + Penalty 3404.733857 = -3927726.391868
  nChanged 750
		SP:Iteration 13Q (147114.180000 sec): 3 clusters
  Score: Raw -3931767.238859 + Penalty 3404.733857 = -3928362.505002
  nChanged 415
		SP:Iteration 14Q (147114.570000 sec): 3 clusters
  Score: Raw -3932114.470158 + Penalty 3404.733857 = -3928709.736300
  nChanged 204
		SP:Iteration 15Q (147114.860000 sec): 3 clusters
  Score: Raw -3932296.191822 + Penalty 3404.733857 = -3928891.457964
  nChanged 92
		SP:Iteration 16Q (147115.240000 sec): 3 clusters
  Score: Raw -3932388.890984 + Penalty 3404.733857 = -3928984.157127
  nChanged 51
		SP:Iteration 17Q (147115.550000 sec): 3 clusters
  Score: Raw -3932438.122178 + Penalty 3404.733857 = -3929033.388321
  nChanged 32
		SP:Iteration 18Q (147115.880000 sec): 3 clusters
  Score: Raw -3932469.539904 + Penalty 3404.733857 = -3929064.806047
  nChanged 22
		SP:Iteration 19Q (147116.220000 sec): 3 clusters
  Score: Raw -3932492.417230 + Penalty 3404.733857 = -3929087.683373
  nChanged 16
		SP:Iteration 20F (147116.580000 sec): 3 clusters
  Score: Raw -3932513.829456 + Penalty 3404.733857 = -3929109.095599
  nChanged 13
		SP:Iteration 21Q (147116.950000 sec): 3 clusters
  Score: Raw -3932528.049603 + Penalty 3404.733857 = -3929123.315745
  nChanged 8
		SP:Iteration 22Q (147117.310000 sec): 3 clusters
  Score: Raw -3932537.477175 + Penalty 3404.733857 = -3929132.743318
  nChanged 7
		SP:Iteration 23Q (147117.640000 sec): 3 clusters
  Score: Raw -3932544.641315 + Penalty 3404.733857 = -3929139.907458
  nChanged 5
		SP:Iteration 24Q (147117.970000 sec): 3 clusters
  Score: Raw -3932547.656039 + Penalty 3404.733857 = -3929142.922182
  nChanged 2
		SP:Iteration 25Q (147118.240000 sec): 3 clusters
  Score: Raw -3932549.798419 + Penalty 3404.733857 = -3929145.064562
  nChanged 1
		SP:Iteration 26Q (147118.500000 sec): 3 clusters
  Score: Raw -3932550.971589 + Penalty 3404.733857 = -3929146.237731
  nChanged 0
		SP:Iteration 27F (147118.800000 sec): 3 clusters
  Score: Raw -3932550.971589 + Penalty 3404.733857 = -3929146.237731
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147118.890000 sec): 2 clusters
  Score: Raw -1046155.889580 + Penalty 1510.161558 = -1044645.728023
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147119.060000 sec): 3 clusters
  Score: Raw -1039851.543555 + Penalty 3020.323115 = -1036831.220440
  nChanged 4795
		SP:Iteration 1F (147119.250000 sec): 3 clusters
  Score: Raw -1042769.658035 + Penalty 3020.323115 = -1039749.334920
  nChanged 849
		SP:Iteration 2F (147119.430000 sec): 3 clusters
  Score: Raw -1043267.766302 + Penalty 3020.323115 = -1040247.443187
  nChanged 731
		SP:Iteration 3F (147119.620000 sec): 3 clusters
  Score: Raw -1043686.810211 + Penalty 3020.323115 = -1040666.487096
  nChanged 658
		SP:Iteration 4F (147119.850000 sec): 3 clusters
  Score: Raw -1044065.288128 + Penalty 3020.323115 = -1041044.965013
  nChanged 590
		SP:Iteration 5F (147120.100000 sec): 3 clusters
  Score: Raw -1044407.910355 + Penalty 3020.323115 = -1041387.587240
  nChanged 536
		SP:Iteration 6Q (147120.280000 sec): 3 clusters
  Score: Raw -1044765.012223 + Penalty 3020.323115 = -1041744.689107
  nChanged 530
		SP:Iteration 7Q (147120.450000 sec): 3 clusters
  Score: Raw -1045135.325961 + Penalty 3020.323115 = -1042115.002846
  nChanged 492
		SP:Iteration 8Q (147120.650000 sec): 3 clusters
  Score: Raw -1045481.109112 + Penalty 3020.323115 = -1042460.785997
  nChanged 411
		SP:Iteration 9Q (147120.800000 sec): 3 clusters
  Score: Raw -1045764.926026 + Penalty 3020.323115 = -1042744.602911
  nChanged 351
		SP:Iteration 10Q (147121.000000 sec): 3 clusters
  Score: Raw -1045969.077518 + Penalty 3020.323115 = -1042948.754403
  nChanged 261
		SP:Iteration 11Q (147121.220000 sec): 3 clusters
  Score: Raw -1046128.711408 + Penalty 3020.323115 = -1043108.388293
  nChanged 209
		SP:Iteration 12Q (147121.350000 sec): 3 clusters
  Score: Raw -1046246.887355 + Penalty 3020.323115 = -1043226.564240
  nChanged 168
		SP:Iteration 13Q (147121.560000 sec): 3 clusters
  Score: Raw -1046325.928549 + Penalty 3020.323115 = -1043305.605434
  nChanged 131
		SP:Iteration 14Q (147121.690000 sec): 3 clusters
  Score: Raw -1046377.387166 + Penalty 3020.323115 = -1043357.064051
  nChanged 100
		SP:Iteration 15Q (147121.890000 sec): 3 clusters
  Score: Raw -1046413.630127 + Penalty 3020.323115 = -1043393.307012
  nChanged 98
		SP:Iteration 16Q (147122.100000 sec): 3 clusters
  Score: Raw -1046445.054528 + Penalty 3020.323115 = -1043424.731413
  nChanged 81
		SP:Iteration 17Q (147122.300000 sec): 3 clusters
  Score: Raw -1046469.333665 + Penalty 3020.323115 = -1043449.010550
  nChanged 66
		SP:Iteration 18Q (147122.520000 sec): 3 clusters
  Score: Raw -1046491.613494 + Penalty 3020.323115 = -1043471.290379
  nChanged 58
		SP:Iteration 19Q (147122.740000 sec): 3 clusters
  Score: Raw -1046511.790254 + Penalty 3020.323115 = -1043491.467139
  nChanged 52
		SP:Iteration 20F (147122.940000 sec): 3 clusters
  Score: Raw -1046525.807511 + Penalty 3020.323115 = -1043505.484396
  nChanged 44
		SP:Iteration 21Q (147123.160000 sec): 3 clusters
  Score: Raw -1046537.846915 + Penalty 3020.323115 = -1043517.523800
  nChanged 52
		SP:Iteration 22Q (147123.380000 sec): 3 clusters
  Score: Raw -1046552.964648 + Penalty 3020.323115 = -1043532.641533
  nChanged 57
		SP:Iteration 23Q (147123.650000 sec): 3 clusters
  Score: Raw -1046566.890405 + Penalty 3020.323115 = -1043546.567290
  nChanged 36
		SP:Iteration 24Q (147123.930000 sec): 3 clusters
  Score: Raw -1046577.072195 + Penalty 3020.323115 = -1043556.749080
  nChanged 42
		SP:Iteration 25Q (147124.130000 sec): 3 clusters
  Score: Raw -1046586.211432 + Penalty 3020.323115 = -1043565.888317
  nChanged 41
		SP:Iteration 26Q (147124.380000 sec): 3 clusters
  Score: Raw -1046596.026685 + Penalty 3020.323115 = -1043575.703570
  nChanged 39
		SP:Iteration 27Q (147124.630000 sec): 3 clusters
  Score: Raw -1046606.794817 + Penalty 3020.323115 = -1043586.471702
  nChanged 34
		SP:Iteration 28Q (147124.860000 sec): 3 clusters
  Score: Raw -1046615.872730 + Penalty 3020.323115 = -1043595.549615
  nChanged 39
		SP:Iteration 29Q (147125.140000 sec): 3 clusters
  Score: Raw -1046623.207596 + Penalty 3020.323115 = -1043602.884480
  nChanged 30
		SP:Iteration 30Q (147125.390000 sec): 3 clusters
  Score: Raw -1046629.328254 + Penalty 3020.323115 = -1043609.005139
  nChanged 28
		SP:Iteration 31Q (147125.560000 sec): 3 clusters
  Score: Raw -1046634.381369 + Penalty 3020.323115 = -1043614.058254
  nChanged 26
		SP:Iteration 32Q (147125.840000 sec): 3 clusters
  Score: Raw -1046637.887407 + Penalty 3020.323115 = -1043617.564291
  nChanged 11
		SP:Iteration 33Q (147126.100000 sec): 3 clusters
  Score: Raw -1046639.278864 + Penalty 3020.323115 = -1043618.955749
  nChanged 8
		SP:Iteration 34Q (147126.320000 sec): 3 clusters
  Score: Raw -1046640.561717 + Penalty 3020.323115 = -1043620.238602
  nChanged 5
		SP:Iteration 35Q (147126.580000 sec): 3 clusters
  Score: Raw -1046641.131527 + Penalty 3020.323115 = -1043620.808412
  nChanged 4
		SP:Iteration 36Q (147126.800000 sec): 3 clusters
  Score: Raw -1046641.876359 + Penalty 3020.323115 = -1043621.553244
  nChanged 7
		SP:Iteration 37Q (147127.090000 sec): 3 clusters
  Score: Raw -1046643.105846 + Penalty 3020.323115 = -1043622.782731
  nChanged 8
		SP:Iteration 38Q (147127.300000 sec): 3 clusters
  Score: Raw -1046644.228512 + Penalty 3020.323115 = -1043623.905397
  nChanged 13
		SP:Iteration 39Q (147127.520000 sec): 3 clusters
  Score: Raw -1046645.922258 + Penalty 3020.323115 = -1043625.599142
  nChanged 12
		SP:Iteration 40F (147127.840000 sec): 3 clusters
  Score: Raw -1046647.049301 + Penalty 3020.323115 = -1043626.726186
  nChanged 2
		SP:Iteration 41Q (147128.060000 sec): 3 clusters
  Score: Raw -1046647.344760 + Penalty 3020.323115 = -1043627.021645
  nChanged 4
		SP:Iteration 42Q (147128.290000 sec): 3 clusters
  Score: Raw -1046647.674469 + Penalty 3020.323115 = -1043627.351354
  nChanged 2
		SP:Iteration 43Q (147128.560000 sec): 3 clusters
  Score: Raw -1046647.944824 + Penalty 3020.323115 = -1043627.621709
  nChanged 1
		SP:Iteration 44Q (147128.820000 sec): 3 clusters
  Score: Raw -1046648.003232 + Penalty 3020.323115 = -1043627.680117
  nChanged 0
		SP:Iteration 45F (147129.070000 sec): 3 clusters
  Score: Raw -1046648.003232 + Penalty 3020.323115 = -1043627.680117
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147129.260000 sec): 2 clusters
  Score: Raw -2003911.879044 + Penalty 1604.249796 = -2002307.629249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147129.580000 sec): 3 clusters
  Score: Raw -1992288.146106 + Penalty 3208.499591 = -1989079.646514
  nChanged 8708
		SP:Iteration 1F (147129.810000 sec): 3 clusters
  Score: Raw -1997267.496397 + Penalty 3208.499591 = -1994058.996806
  nChanged 1140
		SP:Iteration 2F (147130.120000 sec): 3 clusters
  Score: Raw -1997813.376100 + Penalty 3208.499591 = -1994604.876509
  nChanged 1073
		SP:Iteration 3F (147130.430000 sec): 3 clusters
  Score: Raw -1998380.785777 + Penalty 3208.499591 = -1995172.286186
  nChanged 1113
		SP:Iteration 4F (147130.730000 sec): 3 clusters
  Score: Raw -1999016.505490 + Penalty 3208.499591 = -1995808.005898
  nChanged 1128
		SP:Iteration 5F (147131.020000 sec): 3 clusters
  Score: Raw -1999785.713042 + Penalty 3208.499591 = -1996577.213451
  nChanged 1167
		SP:Iteration 6F (147131.270000 sec): 3 clusters
  Score: Raw -2000672.217730 + Penalty 3208.499591 = -1997463.718139
  nChanged 1086
		SP:Iteration 7F (147131.590000 sec): 3 clusters
  Score: Raw -2001524.963272 + Penalty 3208.499591 = -1998316.463681
  nChanged 919
		SP:Iteration 8Q (147131.840000 sec): 3 clusters
  Score: Raw -2002280.076772 + Penalty 3208.499591 = -1999071.577181
  nChanged 718
		SP:Iteration 9Q (147132.150000 sec): 3 clusters
  Score: Raw -2002838.683741 + Penalty 3208.499591 = -1999630.184149
  nChanged 538
		SP:Iteration 10Q (147132.450000 sec): 3 clusters
  Score: Raw -2003212.989804 + Penalty 3208.499591 = -2000004.490212
  nChanged 392
		SP:Iteration 11Q (147132.740000 sec): 3 clusters
  Score: Raw -2003456.083193 + Penalty 3208.499591 = -2000247.583601
  nChanged 283
		SP:Iteration 12Q (147133.010000 sec): 3 clusters
  Score: Raw -2003623.736379 + Penalty 3208.499591 = -2000415.236788
  nChanged 237
		SP:Iteration 13Q (147133.270000 sec): 3 clusters
  Score: Raw -2003760.429093 + Penalty 3208.499591 = -2000551.929502
  nChanged 219
		SP:Iteration 14Q (147133.520000 sec): 3 clusters
  Score: Raw -2003880.490414 + Penalty 3208.499591 = -2000671.990823
  nChanged 183
		SP:Iteration 15Q (147133.770000 sec): 3 clusters
  Score: Raw -2003983.161124 + Penalty 3208.499591 = -2000774.661532
  nChanged 161
		SP:Iteration 16Q (147134.030000 sec): 3 clusters
  Score: Raw -2004072.179389 + Penalty 3208.499591 = -2000863.679797
  nChanged 169
		SP:Iteration 17Q (147134.320000 sec): 3 clusters
  Score: Raw -2004149.792583 + Penalty 3208.499591 = -2000941.292992
  nChanged 122
		SP:Iteration 18Q (147134.570000 sec): 3 clusters
  Score: Raw -2004202.122229 + Penalty 3208.499591 = -2000993.622638
  nChanged 95
		SP:Iteration 19Q (147134.830000 sec): 3 clusters
  Score: Raw -2004229.221766 + Penalty 3208.499591 = -2001020.722175
  nChanged 83
		SP:Iteration 20F (147135.140000 sec): 3 clusters
  Score: Raw -2004249.159669 + Penalty 3208.499591 = -2001040.660078
  nChanged 57
		SP:Iteration 21Q (147135.420000 sec): 3 clusters
  Score: Raw -2004263.198116 + Penalty 3208.499591 = -2001054.698525
  nChanged 47
		SP:Iteration 22Q (147135.670000 sec): 3 clusters
  Score: Raw -2004274.768333 + Penalty 3208.499591 = -2001066.268742
  nChanged 45
		SP:Iteration 23Q (147135.910000 sec): 3 clusters
  Score: Raw -2004283.505051 + Penalty 3208.499591 = -2001075.005460
  nChanged 36
		SP:Iteration 24Q (147136.210000 sec): 3 clusters
  Score: Raw -2004289.538476 + Penalty 3208.499591 = -2001081.038885
  nChanged 24
		SP:Iteration 25Q (147136.460000 sec): 3 clusters
  Score: Raw -2004294.503908 + Penalty 3208.499591 = -2001086.004316
  nChanged 29
		SP:Iteration 26Q (147136.760000 sec): 3 clusters
  Score: Raw -2004299.544582 + Penalty 3208.499591 = -2001091.044991
  nChanged 23
		SP:Iteration 27Q (147137.000000 sec): 3 clusters
  Score: Raw -2004303.610102 + Penalty 3208.499591 = -2001095.110511
  nChanged 14
		SP:Iteration 28Q (147137.280000 sec): 3 clusters
  Score: Raw -2004305.828734 + Penalty 3208.499591 = -2001097.329143
  nChanged 11
		SP:Iteration 29Q (147137.580000 sec): 3 clusters
  Score: Raw -2004307.513537 + Penalty 3208.499591 = -2001099.013946
  nChanged 11
		SP:Iteration 30Q (147137.830000 sec): 3 clusters
  Score: Raw -2004308.860994 + Penalty 3208.499591 = -2001100.361403
  nChanged 8
		SP:Iteration 31Q (147138.100000 sec): 3 clusters
  Score: Raw -2004309.755268 + Penalty 3208.499591 = -2001101.255677
  nChanged 5
		SP:Iteration 32Q (147138.440000 sec): 3 clusters
  Score: Raw -2004310.373499 + Penalty 3208.499591 = -2001101.873908
  nChanged 4
		SP:Iteration 33Q (147138.670000 sec): 3 clusters
  Score: Raw -2004310.881239 + Penalty 3208.499591 = -2001102.381647
  nChanged 2
		SP:Iteration 34Q (147138.990000 sec): 3 clusters
  Score: Raw -2004311.081413 + Penalty 3208.499591 = -2001102.581821
  nChanged 1
		SP:Iteration 35Q (147139.240000 sec): 3 clusters
  Score: Raw -2004311.199478 + Penalty 3208.499591 = -2001102.699886
  nChanged 1
		SP:Iteration 36Q (147139.550000 sec): 3 clusters
  Score: Raw -2004311.309151 + Penalty 3208.499591 = -2001102.809560
  nChanged 2
		SP:Iteration 37Q (147139.790000 sec): 3 clusters
  Score: Raw -2004311.491723 + Penalty 3208.499591 = -2001102.992131
  nChanged 2
		SP:Iteration 38Q (147140.070000 sec): 3 clusters
  Score: Raw -2004311.644209 + Penalty 3208.499591 = -2001103.144617
  nChanged 2
		SP:Iteration 39Q (147140.290000 sec): 3 clusters
  Score: Raw -2004311.972510 + Penalty 3208.499591 = -2001103.472919
  nChanged 1
		SP:Iteration 40F (147140.620000 sec): 3 clusters
  Score: Raw -2004312.114177 + Penalty 3208.499591 = -2001103.614586
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147140.740000 sec): 2 clusters
  Score: Raw -462636.214787 + Penalty 1365.908540 = -461270.306248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147140.950000 sec): 3 clusters
  Score: Raw -460410.187145 + Penalty 2731.817080 = -457678.370065
  nChanged 1717
		SP:Iteration 1F (147141.190000 sec): 3 clusters
  Score: Raw -461380.645179 + Penalty 2731.817080 = -458648.828099
  nChanged 348
		SP:Iteration 2F (147141.410000 sec): 3 clusters
  Score: Raw -461616.602084 + Penalty 2731.817080 = -458884.785004
  nChanged 259
		SP:Iteration 3F (147141.570000 sec): 3 clusters
  Score: Raw -461784.016861 + Penalty 2731.817080 = -459052.199781
  nChanged 229
		SP:Iteration 4F (147141.830000 sec): 3 clusters
  Score: Raw -461921.391307 + Penalty 2731.817080 = -459189.574227
  nChanged 178
		SP:Iteration 5Q (147142.010000 sec): 3 clusters
  Score: Raw -462013.313941 + Penalty 2731.817080 = -459281.496862
  nChanged 142
		SP:Iteration 6Q (147142.220000 sec): 3 clusters
  Score: Raw -462091.553099 + Penalty 2731.817080 = -459359.736020
  nChanged 133
		SP:Iteration 7Q (147142.410000 sec): 3 clusters
  Score: Raw -462159.359153 + Penalty 2731.817080 = -459427.542073
  nChanged 117
		SP:Iteration 8Q (147142.630000 sec): 3 clusters
  Score: Raw -462224.654498 + Penalty 2731.817080 = -459492.837418
  nChanged 94
		SP:Iteration 9Q (147142.830000 sec): 3 clusters
  Score: Raw -462274.557660 + Penalty 2731.817080 = -459542.740580
  nChanged 92
		SP:Iteration 10Q (147143.020000 sec): 3 clusters
  Score: Raw -462329.431351 + Penalty 2731.817080 = -459597.614271
  nChanged 90
		SP:Iteration 11Q (147143.200000 sec): 3 clusters
  Score: Raw -462377.991426 + Penalty 2731.817080 = -459646.174346
  nChanged 79
		SP:Iteration 12Q (147143.400000 sec): 3 clusters
  Score: Raw -462414.801565 + Penalty 2731.817080 = -459682.984485
  nChanged 67
		SP:Iteration 13Q (147143.580000 sec): 3 clusters
  Score: Raw -462443.720309 + Penalty 2731.817080 = -459711.903230
  nChanged 46
		SP:Iteration 14Q (147143.790000 sec): 3 clusters
  Score: Raw -462469.876602 + Penalty 2731.817080 = -459738.059522
  nChanged 53
		SP:Iteration 15Q (147143.990000 sec): 3 clusters
  Score: Raw -462494.229690 + Penalty 2731.817080 = -459762.412611
  nChanged 47
		SP:Iteration 16Q (147144.200000 sec): 3 clusters
  Score: Raw -462515.082487 + Penalty 2731.817080 = -459783.265407
  nChanged 43
		SP:Iteration 17Q (147144.400000 sec): 3 clusters
  Score: Raw -462533.631980 + Penalty 2731.817080 = -459801.814900
  nChanged 34
		SP:Iteration 18Q (147144.570000 sec): 3 clusters
  Score: Raw -462547.944068 + Penalty 2731.817080 = -459816.126989
  nChanged 27
		SP:Iteration 19Q (147144.760000 sec): 3 clusters
  Score: Raw -462558.250996 + Penalty 2731.817080 = -459826.433916
  nChanged 26
		SP:Iteration 20F (147144.950000 sec): 3 clusters
  Score: Raw -462568.636534 + Penalty 2731.817080 = -459836.819455
  nChanged 17
		SP:Iteration 21Q (147145.130000 sec): 3 clusters
  Score: Raw -462574.464066 + Penalty 2731.817080 = -459842.646986
  nChanged 17
		SP:Iteration 22Q (147145.320000 sec): 3 clusters
  Score: Raw -462579.990041 + Penalty 2731.817080 = -459848.172961
  nChanged 16
		SP:Iteration 23Q (147145.500000 sec): 3 clusters
  Score: Raw -462585.517276 + Penalty 2731.817080 = -459853.700196
  nChanged 11
		SP:Iteration 24Q (147145.700000 sec): 3 clusters
  Score: Raw -462588.787338 + Penalty 2731.817080 = -459856.970258
  nChanged 6
		SP:Iteration 25Q (147145.920000 sec): 3 clusters
  Score: Raw -462590.696936 + Penalty 2731.817080 = -459858.879856
  nChanged 5
		SP:Iteration 26Q (147146.130000 sec): 3 clusters
  Score: Raw -462592.573555 + Penalty 2731.817080 = -459860.756475
  nChanged 5
		SP:Iteration 27Q (147146.310000 sec): 3 clusters
  Score: Raw -462594.386685 + Penalty 2731.817080 = -459862.569605
  nChanged 7
		SP:Iteration 28Q (147146.540000 sec): 3 clusters
  Score: Raw -462596.841426 + Penalty 2731.817080 = -459865.024346
  nChanged 6
		SP:Iteration 29Q (147146.770000 sec): 3 clusters
  Score: Raw -462598.553085 + Penalty 2731.817080 = -459866.736005
  nChanged 9
		SP:Iteration 30Q (147146.990000 sec): 3 clusters
  Score: Raw -462601.034837 + Penalty 2731.817080 = -459869.217757
  nChanged 8
		SP:Iteration 31Q (147147.220000 sec): 3 clusters
  Score: Raw -462603.312921 + Penalty 2731.817080 = -459871.495841
  nChanged 8
		SP:Iteration 32Q (147147.490000 sec): 3 clusters
  Score: Raw -462606.609148 + Penalty 2731.817080 = -459874.792069
  nChanged 7
		SP:Iteration 33Q (147147.680000 sec): 3 clusters
  Score: Raw -462609.595542 + Penalty 2731.817080 = -459877.778462
  nChanged 5
		SP:Iteration 34Q (147147.910000 sec): 3 clusters
  Score: Raw -462612.178281 + Penalty 2731.817080 = -459880.361201
  nChanged 12
		SP:Iteration 35Q (147148.200000 sec): 3 clusters
  Score: Raw -462615.913915 + Penalty 2731.817080 = -459884.096835
  nChanged 9
		SP:Iteration 36Q (147148.430000 sec): 3 clusters
  Score: Raw -462618.308445 + Penalty 2731.817080 = -459886.491365
  nChanged 5
		SP:Iteration 37Q (147148.630000 sec): 3 clusters
  Score: Raw -462619.432326 + Penalty 2731.817080 = -459887.615247
  nChanged 4
		SP:Iteration 38Q (147148.840000 sec): 3 clusters
  Score: Raw -462620.971085 + Penalty 2731.817080 = -459889.154005
  nChanged 6
		SP:Iteration 39Q (147149.050000 sec): 3 clusters
  Score: Raw -462622.896091 + Penalty 2731.817080 = -459891.079011
  nChanged 7
		SP:Iteration 40F (147149.220000 sec): 3 clusters
  Score: Raw -462625.167434 + Penalty 2731.817080 = -459893.350355
  nChanged 9
		SP:Iteration 41Q (147149.410000 sec): 3 clusters
  Score: Raw -462627.565839 + Penalty 2731.817080 = -459895.748760
  nChanged 7
		SP:Iteration 42Q (147149.590000 sec): 3 clusters
  Score: Raw -462630.376544 + Penalty 2731.817080 = -459898.559464
  nChanged 5
		SP:Iteration 43Q (147149.790000 sec): 3 clusters
  Score: Raw -462631.572738 + Penalty 2731.817080 = -459899.755658
  nChanged 7
		SP:Iteration 44Q (147149.990000 sec): 3 clusters
  Score: Raw -462633.356816 + Penalty 2731.817080 = -459901.539736
  nChanged 3
		SP:Iteration 45Q (147150.170000 sec): 3 clusters
  Score: Raw -462634.373194 + Penalty 2731.817080 = -459902.556114
  nChanged 3
		SP:Iteration 46Q (147150.410000 sec): 3 clusters
  Score: Raw -462635.723635 + Penalty 2731.817080 = -459903.906555
  nChanged 2
		SP:Iteration 47Q (147150.640000 sec): 3 clusters
  Score: Raw -462636.225938 + Penalty 2731.817080 = -459904.408858
  nChanged 2
		SP:Iteration 48Q (147150.810000 sec): 3 clusters
  Score: Raw -462637.068826 + Penalty 2731.817080 = -459905.251746
  nChanged 1
		SP:Iteration 49Q (147151.030000 sec): 3 clusters
  Score: Raw -462637.612974 + Penalty 2731.817080 = -459905.795894
  nChanged 0
		SP:Iteration 50F (147151.230000 sec): 3 clusters
  Score: Raw -462637.612974 + Penalty 2731.817080 = -459905.795894
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147151.350000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147151.510000 sec): 3 clusters
  Score: Raw -26561.590924 + Penalty 1841.588674 = -24720.002250
  nChanged 40
		SP:Iteration 1F (147151.730000 sec): 3 clusters
  Score: Raw -26673.425396 + Penalty 1841.588674 = -24831.836722
  nChanged 15
		SP:Iteration 2F (147151.910000 sec): 3 clusters
  Score: Raw -26708.509682 + Penalty 1841.588674 = -24866.921009
  nChanged 6
		SP:Iteration 3Q (147152.050000 sec): 3 clusters
  Score: Raw -26720.072831 + Penalty 1841.588674 = -24878.484157
  nChanged 5
		SP:Iteration 4Q (147152.240000 sec): 3 clusters
  Score: Raw -26729.905444 + Penalty 1841.588674 = -24888.316770
  nChanged 2
		SP:Iteration 5Q (147152.390000 sec): 3 clusters
  Score: Raw -26735.980895 + Penalty 1841.588674 = -24894.392221
  nChanged 2
		SP:Iteration 6Q (147152.540000 sec): 3 clusters
  Score: Raw -26742.131832 + Penalty 1841.588674 = -24900.543158
  nChanged 4
		SP:Iteration 7Q (147152.700000 sec): 3 clusters
  Score: Raw -26752.264744 + Penalty 1841.588674 = -24910.676071
  nChanged 0
		SP:Iteration 8F (147152.910000 sec): 3 clusters
  Score: Raw -26752.264744 + Penalty 1841.588674 = -24910.676071
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147153.000000 sec): 2 clusters
  Score: Raw -206272.393307 + Penalty 1236.360852 = -205036.032455
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147153.200000 sec): 3 clusters
  Score: Raw -205437.269299 + Penalty 2472.721704 = -202964.547595
  nChanged 691
		SP:Iteration 1F (147153.360000 sec): 3 clusters
  Score: Raw -205851.872974 + Penalty 2472.721704 = -203379.151270
  nChanged 135
		SP:Iteration 2F (147153.560000 sec): 3 clusters
  Score: Raw -205965.043763 + Penalty 2472.721704 = -203492.322059
  nChanged 106
		SP:Iteration 3F (147153.740000 sec): 3 clusters
  Score: Raw -206068.499216 + Penalty 2472.721704 = -203595.777512
  nChanged 87
		SP:Iteration 4Q (147153.890000 sec): 3 clusters
  Score: Raw -206166.995195 + Penalty 2472.721704 = -203694.273491
  nChanged 107
		SP:Iteration 5F (147154.070000 sec): 3 clusters
  Score: Raw -206269.886911 + Penalty 2472.721704 = -203797.165207
  nChanged 104
		SP:Iteration 6F (147154.250000 sec): 3 clusters
  Score: Raw -206364.260126 + Penalty 2472.721704 = -203891.538422
  nChanged 81
		SP:Iteration 7Q (147154.490000 sec): 3 clusters
  Score: Raw -206436.008021 + Penalty 2472.721704 = -203963.286317
  nChanged 71
		SP:Iteration 8Q (147154.660000 sec): 3 clusters
  Score: Raw -206498.819799 + Penalty 2472.721704 = -204026.098095
  nChanged 59
		SP:Iteration 9Q (147154.890000 sec): 3 clusters
  Score: Raw -206545.086107 + Penalty 2472.721704 = -204072.364403
  nChanged 33
		SP:Iteration 10Q (147155.090000 sec): 3 clusters
  Score: Raw -206568.156536 + Penalty 2472.721704 = -204095.434832
  nChanged 29
		SP:Iteration 11Q (147155.290000 sec): 3 clusters
  Score: Raw -206590.250575 + Penalty 2472.721704 = -204117.528871
  nChanged 24
		SP:Iteration 12Q (147155.460000 sec): 3 clusters
  Score: Raw -206607.054845 + Penalty 2472.721704 = -204134.333141
  nChanged 23
		SP:Iteration 13Q (147155.610000 sec): 3 clusters
  Score: Raw -206622.227291 + Penalty 2472.721704 = -204149.505587
  nChanged 18
		SP:Iteration 14Q (147155.780000 sec): 3 clusters
  Score: Raw -206630.994683 + Penalty 2472.721704 = -204158.272979
  nChanged 9
		SP:Iteration 15Q (147155.980000 sec): 3 clusters
  Score: Raw -206635.403265 + Penalty 2472.721704 = -204162.681560
  nChanged 9
		SP:Iteration 16Q (147156.130000 sec): 3 clusters
  Score: Raw -206641.363267 + Penalty 2472.721704 = -204168.641563
  nChanged 8
		SP:Iteration 17Q (147156.280000 sec): 3 clusters
  Score: Raw -206646.641653 + Penalty 2472.721704 = -204173.919949
  nChanged 5
		SP:Iteration 18Q (147156.490000 sec): 3 clusters
  Score: Raw -206649.325839 + Penalty 2472.721704 = -204176.604135
  nChanged 3
		SP:Iteration 19Q (147156.670000 sec): 3 clusters
  Score: Raw -206651.051098 + Penalty 2472.721704 = -204178.329394
  nChanged 5
		SP:Iteration 20F (147156.870000 sec): 3 clusters
  Score: Raw -206652.683739 + Penalty 2472.721704 = -204179.962035
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147156.990000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147157.250000 sec): 3 clusters
  Score: Raw -432345.675651 + Penalty 2710.570629 = -429635.105021
  nChanged 1643
		SP:Iteration 1F (147157.460000 sec): 3 clusters
  Score: Raw -433279.437557 + Penalty 2710.570629 = -430568.866927
  nChanged 356
		SP:Iteration 2F (147157.660000 sec): 3 clusters
  Score: Raw -433522.588822 + Penalty 2710.570629 = -430812.018193
  nChanged 285
		SP:Iteration 3F (147157.830000 sec): 3 clusters
  Score: Raw -433723.327176 + Penalty 2710.570629 = -431012.756547
  nChanged 233
		SP:Iteration 4F (147158.060000 sec): 3 clusters
  Score: Raw -433888.424876 + Penalty 2710.570629 = -431177.854247
  nChanged 212
		SP:Iteration 5F (147158.280000 sec): 3 clusters
  Score: Raw -434017.450683 + Penalty 2710.570629 = -431306.880054
  nChanged 173
		SP:Iteration 6Q (147158.480000 sec): 3 clusters
  Score: Raw -434125.059843 + Penalty 2710.570629 = -431414.489213
  nChanged 154
		SP:Iteration 7Q (147158.670000 sec): 3 clusters
  Score: Raw -434198.199489 + Penalty 2710.570629 = -431487.628860
  nChanged 103
		SP:Iteration 8Q (147158.870000 sec): 3 clusters
  Score: Raw -434242.668893 + Penalty 2710.570629 = -431532.098264
  nChanged 73
		SP:Iteration 9Q (147159.080000 sec): 3 clusters
  Score: Raw -434271.878894 + Penalty 2710.570629 = -431561.308265
  nChanged 65
		SP:Iteration 10Q (147159.280000 sec): 3 clusters
  Score: Raw -434299.894000 + Penalty 2710.570629 = -431589.323370
  nChanged 66
		SP:Iteration 11Q (147159.510000 sec): 3 clusters
  Score: Raw -434336.555524 + Penalty 2710.570629 = -431625.984895
  nChanged 54
		SP:Iteration 12Q (147159.740000 sec): 3 clusters
  Score: Raw -434364.231382 + Penalty 2710.570629 = -431653.660752
  nChanged 54
		SP:Iteration 13Q (147159.970000 sec): 3 clusters
  Score: Raw -434406.828863 + Penalty 2710.570629 = -431696.258234
  nChanged 56
		SP:Iteration 14Q (147160.180000 sec): 3 clusters
  Score: Raw -434448.662383 + Penalty 2710.570629 = -431738.091754
  nChanged 59
		SP:Iteration 15Q (147160.410000 sec): 3 clusters
  Score: Raw -434489.935605 + Penalty 2710.570629 = -431779.364976
  nChanged 44
		SP:Iteration 16Q (147160.600000 sec): 3 clusters
  Score: Raw -434512.520858 + Penalty 2710.570629 = -431801.950229
  nChanged 36
		SP:Iteration 17Q (147160.800000 sec): 3 clusters
  Score: Raw -434532.507065 + Penalty 2710.570629 = -431821.936436
  nChanged 25
		SP:Iteration 18Q (147160.980000 sec): 3 clusters
  Score: Raw -434546.507349 + Penalty 2710.570629 = -431835.936719
  nChanged 16
		SP:Iteration 19Q (147161.190000 sec): 3 clusters
  Score: Raw -434557.483253 + Penalty 2710.570629 = -431846.912624
  nChanged 23
		SP:Iteration 20F (147161.370000 sec): 3 clusters
  Score: Raw -434570.787301 + Penalty 2710.570629 = -431860.216671
  nChanged 33
		SP:Iteration 21Q (147161.600000 sec): 3 clusters
  Score: Raw -434590.364165 + Penalty 2710.570629 = -431879.793535
  nChanged 19
		SP:Iteration 22Q (147161.830000 sec): 3 clusters
  Score: Raw -434598.422269 + Penalty 2710.570629 = -431887.851640
  nChanged 16
		SP:Iteration 23Q (147161.980000 sec): 3 clusters
  Score: Raw -434607.043214 + Penalty 2710.570629 = -431896.472584
  nChanged 20
		SP:Iteration 24Q (147162.200000 sec): 3 clusters
  Score: Raw -434614.540812 + Penalty 2710.570629 = -431903.970183
  nChanged 16
		SP:Iteration 25Q (147162.380000 sec): 3 clusters
  Score: Raw -434621.304603 + Penalty 2710.570629 = -431910.733974
  nChanged 12
		SP:Iteration 26Q (147162.570000 sec): 3 clusters
  Score: Raw -434627.712645 + Penalty 2710.570629 = -431917.142015
  nChanged 8
		SP:Iteration 27Q (147162.740000 sec): 3 clusters
  Score: Raw -434629.958441 + Penalty 2710.570629 = -431919.387812
  nChanged 5
		SP:Iteration 28Q (147162.890000 sec): 3 clusters
  Score: Raw -434631.044248 + Penalty 2710.570629 = -431920.473618
  nChanged 3
		SP:Iteration 29Q (147163.090000 sec): 3 clusters
  Score: Raw -434632.167879 + Penalty 2710.570629 = -431921.597249
  nChanged 1
		SP:Iteration 30Q (147163.250000 sec): 3 clusters
  Score: Raw -434632.422442 + Penalty 2710.570629 = -431921.851813
  nChanged 2
		SP:Iteration 31Q (147163.440000 sec): 3 clusters
  Score: Raw -434632.769406 + Penalty 2710.570629 = -431922.198777
  nChanged 0
		SP:Iteration 32F (147163.600000 sec): 3 clusters
  Score: Raw -434632.769406 + Penalty 2710.570629 = -431922.198777
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147163.730000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147163.940000 sec): 3 clusters
  Score: Raw -29598.237960 + Penalty 1859.101327 = -27739.136633
  nChanged 47
		SP:Iteration 1F (147164.140000 sec): 3 clusters
  Score: Raw -29683.510279 + Penalty 1859.101327 = -27824.408951
  nChanged 13
		SP:Iteration 2Q (147164.350000 sec): 3 clusters
  Score: Raw -29713.767696 + Penalty 1859.101327 = -27854.666369
  nChanged 11
		SP:Iteration 3Q (147164.550000 sec): 3 clusters
  Score: Raw -29741.210495 + Penalty 1859.101327 = -27882.109167
  nChanged 6
		SP:Iteration 4Q (147164.770000 sec): 3 clusters
  Score: Raw -29756.223514 + Penalty 1859.101327 = -27897.122187
  nChanged 5
		SP:Iteration 5Q (147164.960000 sec): 3 clusters
  Score: Raw -29763.511358 + Penalty 1859.101327 = -27904.410031
  nChanged 4
		SP:Iteration 6Q (147165.140000 sec): 3 clusters
  Score: Raw -29777.563149 + Penalty 1859.101327 = -27918.461822
  nChanged 5
		SP:Iteration 7Q (147165.320000 sec): 3 clusters
  Score: Raw -29790.995479 + Penalty 1859.101327 = -27931.894152
  nChanged 6
		SP:Iteration 8Q (147165.540000 sec): 3 clusters
  Score: Raw -29823.664102 + Penalty 1859.101327 = -27964.562774
  nChanged 9
		SP:Iteration 9Q (147165.690000 sec): 3 clusters
  Score: Raw -29846.121711 + Penalty 1859.101327 = -27987.020384
  nChanged 5
		SP:Iteration 10Q (147165.890000 sec): 3 clusters
  Score: Raw -29863.718781 + Penalty 1859.101327 = -28004.617453
  nChanged 4
		SP:Iteration 11Q (147166.050000 sec): 3 clusters
  Score: Raw -29875.534620 + Penalty 1859.101327 = -28016.433293
  nChanged 2
		SP:Iteration 12Q (147166.210000 sec): 3 clusters
  Score: Raw -29884.486099 + Penalty 1859.101327 = -28025.384772
  nChanged 3
		SP:Iteration 13Q (147166.340000 sec): 3 clusters
  Score: Raw -29892.535088 + Penalty 1859.101327 = -28033.433761
  nChanged 2
		SP:Iteration 14Q (147166.540000 sec): 3 clusters
  Score: Raw -29898.720880 + Penalty 1859.101327 = -28039.619553
  nChanged 2
		SP:Iteration 15Q (147166.740000 sec): 3 clusters
  Score: Raw -29913.065257 + Penalty 1859.101327 = -28053.963930
  nChanged 2
		SP:Iteration 16Q (147166.920000 sec): 3 clusters
  Score: Raw -29920.897565 + Penalty 1859.101327 = -28061.796238
  nChanged 0
		SP:Iteration 17F (147167.060000 sec): 3 clusters
  Score: Raw -29920.897565 + Penalty 1859.101327 = -28061.796238
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (22837 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147167.260000 sec): 2 clusters
  Score: Raw -2328084.569302 + Penalty 1630.872312 = -2326453.696990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147167.550000 sec): 3 clusters
  Score: Raw -2314251.619101 + Penalty 3261.744625 = -2310989.874477
  nChanged 10263
		SP:Iteration 1F (147167.840000 sec): 3 clusters
  Score: Raw -2319905.576611 + Penalty 3261.744625 = -2316643.831986
  nChanged 1358
		SP:Iteration 2F (147168.160000 sec): 3 clusters
  Score: Raw -2320564.954995 + Penalty 3261.744625 = -2317303.210371
  nChanged 1524
		SP:Iteration 3F (147168.450000 sec): 3 clusters
  Score: Raw -2321469.031963 + Penalty 3261.744625 = -2318207.287338
  nChanged 1735
		SP:Iteration 4F (147168.780000 sec): 3 clusters
  Score: Raw -2322751.111242 + Penalty 3261.744625 = -2319489.366617
  nChanged 1834
		SP:Iteration 5F (147169.100000 sec): 3 clusters
  Score: Raw -2324312.196560 + Penalty 3261.744625 = -2321050.451935
  nChanged 1627
		SP:Iteration 6F (147169.360000 sec): 3 clusters
  Score: Raw -2325792.023265 + Penalty 3261.744625 = -2322530.278641
  nChanged 1199
		SP:Iteration 7F (147169.660000 sec): 3 clusters
  Score: Raw -2326912.518047 + Penalty 3261.744625 = -2323650.773422
  nChanged 730
		SP:Iteration 8Q (147169.940000 sec): 3 clusters
  Score: Raw -2327598.763241 + Penalty 3261.744625 = -2324337.018616
  nChanged 354
		SP:Iteration 9Q (147170.250000 sec): 3 clusters
  Score: Raw -2327975.985889 + Penalty 3261.744625 = -2324714.241264
  nChanged 163
		SP:Iteration 10Q (147170.570000 sec): 3 clusters
  Score: Raw -2328137.388172 + Penalty 3261.744625 = -2324875.643547
  nChanged 78
		SP:Iteration 11Q (147170.870000 sec): 3 clusters
  Score: Raw -2328223.585011 + Penalty 3261.744625 = -2324961.840387
  nChanged 49
		SP:Iteration 12Q (147171.120000 sec): 3 clusters
  Score: Raw -2328274.295903 + Penalty 3261.744625 = -2325012.551278
  nChanged 23
		SP:Iteration 13Q (147171.420000 sec): 3 clusters
  Score: Raw -2328305.328673 + Penalty 3261.744625 = -2325043.584048
  nChanged 16
		SP:Iteration 14Q (147171.660000 sec): 3 clusters
  Score: Raw -2328327.753319 + Penalty 3261.744625 = -2325066.008694
  nChanged 14
		SP:Iteration 15Q (147171.940000 sec): 3 clusters
  Score: Raw -2328344.948241 + Penalty 3261.744625 = -2325083.203617
  nChanged 8
		SP:Iteration 16Q (147172.270000 sec): 3 clusters
  Score: Raw -2328353.403599 + Penalty 3261.744625 = -2325091.658974
  nChanged 7
		SP:Iteration 17Q (147172.510000 sec): 3 clusters
  Score: Raw -2328360.723150 + Penalty 3261.744625 = -2325098.978525
  nChanged 6
		SP:Iteration 18Q (147172.820000 sec): 3 clusters
  Score: Raw -2328367.490525 + Penalty 3261.744625 = -2325105.745900
  nChanged 4
		SP:Iteration 19Q (147173.090000 sec): 3 clusters
  Score: Raw -2328372.588516 + Penalty 3261.744625 = -2325110.843891
  nChanged 1
		SP:Iteration 20F (147173.360000 sec): 3 clusters
  Score: Raw -2328373.055672 + Penalty 3261.744625 = -2325111.311048
  nChanged 2
		SP:Iteration 21Q (147173.690000 sec): 3 clusters
  Score: Raw -2328374.701543 + Penalty 3261.744625 = -2325112.956918
  nChanged 0
		SP:Iteration 22F (147173.970000 sec): 3 clusters
  Score: Raw -2328374.701543 + Penalty 3261.744625 = -2325112.956918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147174.150000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147174.340000 sec): 3 clusters
  Score: Raw -147735.881619 + Penalty 2342.795110 = -145393.086509
  nChanged 462
		SP:Iteration 1F (147174.520000 sec): 3 clusters
  Score: Raw -148090.867264 + Penalty 2342.795110 = -145748.072154
  nChanged 106
		SP:Iteration 2F (147174.690000 sec): 3 clusters
  Score: Raw -148183.902318 + Penalty 2342.795110 = -145841.107208
  nChanged 56
		SP:Iteration 3Q (147174.870000 sec): 3 clusters
  Score: Raw -148231.736146 + Penalty 2342.795110 = -145888.941036
  nChanged 36
		SP:Iteration 4Q (147175.080000 sec): 3 clusters
  Score: Raw -148258.080419 + Penalty 2342.795110 = -145915.285309
  nChanged 30
		SP:Iteration 5Q (147175.250000 sec): 3 clusters
  Score: Raw -148276.825836 + Penalty 2342.795110 = -145934.030726
  nChanged 37
		SP:Iteration 6Q (147175.440000 sec): 3 clusters
  Score: Raw -148306.551650 + Penalty 2342.795110 = -145963.756540
  nChanged 30
		SP:Iteration 7Q (147175.630000 sec): 3 clusters
  Score: Raw -148331.740848 + Penalty 2342.795110 = -145988.945738
  nChanged 27
		SP:Iteration 8Q (147175.770000 sec): 3 clusters
  Score: Raw -148362.937896 + Penalty 2342.795110 = -146020.142786
  nChanged 30
		SP:Iteration 9Q (147175.990000 sec): 3 clusters
  Score: Raw -148392.211582 + Penalty 2342.795110 = -146049.416472
  nChanged 22
		SP:Iteration 10Q (147176.180000 sec): 3 clusters
  Score: Raw -148409.834987 + Penalty 2342.795110 = -146067.039877
  nChanged 20
		SP:Iteration 11Q (147176.410000 sec): 3 clusters
  Score: Raw -148429.794651 + Penalty 2342.795110 = -146086.999541
  nChanged 26
		SP:Iteration 12Q (147176.610000 sec): 3 clusters
  Score: Raw -148449.281755 + Penalty 2342.795110 = -146106.486645
  nChanged 30
		SP:Iteration 13Q (147176.790000 sec): 3 clusters
  Score: Raw -148472.431528 + Penalty 2342.795110 = -146129.636418
  nChanged 32
		SP:Iteration 14Q (147176.960000 sec): 3 clusters
  Score: Raw -148502.034618 + Penalty 2342.795110 = -146159.239509
  nChanged 27
		SP:Iteration 15Q (147177.120000 sec): 3 clusters
  Score: Raw -148535.988242 + Penalty 2342.795110 = -146193.193132
  nChanged 31
		SP:Iteration 16Q (147177.310000 sec): 3 clusters
  Score: Raw -148570.615303 + Penalty 2342.795110 = -146227.820193
  nChanged 33
		SP:Iteration 17Q (147177.450000 sec): 3 clusters
  Score: Raw -148608.051634 + Penalty 2342.795110 = -146265.256525
  nChanged 38
		SP:Iteration 18Q (147177.640000 sec): 3 clusters
  Score: Raw -148651.536706 + Penalty 2342.795110 = -146308.741597
  nChanged 35
		SP:Iteration 19Q (147177.800000 sec): 3 clusters
  Score: Raw -148708.353155 + Penalty 2342.795110 = -146365.558045
  nChanged 35
		SP:Iteration 20F (147177.990000 sec): 3 clusters
  Score: Raw -148756.042850 + Penalty 2342.795110 = -146413.247740
  nChanged 29
		SP:Iteration 21Q (147178.190000 sec): 3 clusters
  Score: Raw -148784.040346 + Penalty 2342.795110 = -146441.245236
  nChanged 28
		SP:Iteration 22Q (147178.390000 sec): 3 clusters
  Score: Raw -148807.925799 + Penalty 2342.795110 = -146465.130689
  nChanged 17
		SP:Iteration 23Q (147178.590000 sec): 3 clusters
  Score: Raw -148821.833414 + Penalty 2342.795110 = -146479.038304
  nChanged 9
		SP:Iteration 24Q (147178.770000 sec): 3 clusters
  Score: Raw -148828.045450 + Penalty 2342.795110 = -146485.250340
  nChanged 5
		SP:Iteration 25Q (147178.960000 sec): 3 clusters
  Score: Raw -148831.459573 + Penalty 2342.795110 = -146488.664463
  nChanged 4
		SP:Iteration 26Q (147179.110000 sec): 3 clusters
  Score: Raw -148833.754868 + Penalty 2342.795110 = -146490.959758
  nChanged 1
		SP:Iteration 27Q (147179.330000 sec): 3 clusters
  Score: Raw -148836.624607 + Penalty 2342.795110 = -146493.829497
  nChanged 3
		SP:Iteration 28Q (147179.510000 sec): 3 clusters
  Score: Raw -148839.017429 + Penalty 2342.795110 = -146496.222319
  nChanged 1
		SP:Iteration 29Q (147179.660000 sec): 3 clusters
  Score: Raw -148839.309517 + Penalty 2342.795110 = -146496.514408
  nChanged 0
		SP:Iteration 30F (147179.870000 sec): 3 clusters
  Score: Raw -148839.309517 + Penalty 2342.795110 = -146496.514408
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147179.970000 sec): 2 clusters
  Score: Raw -389561.345200 + Penalty 1345.697870 = -388215.647330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147180.180000 sec): 3 clusters
  Score: Raw -387587.813470 + Penalty 2691.395740 = -384896.417730
  nChanged 1543
		SP:Iteration 1F (147180.340000 sec): 3 clusters
  Score: Raw -388565.353288 + Penalty 2691.395740 = -385873.957548
  nChanged 327
		SP:Iteration 2F (147180.560000 sec): 3 clusters
  Score: Raw -388770.176130 + Penalty 2691.395740 = -386078.780390
  nChanged 214
		SP:Iteration 3F (147180.770000 sec): 3 clusters
  Score: Raw -388897.812464 + Penalty 2691.395740 = -386206.416724
  nChanged 178
		SP:Iteration 4Q (147180.910000 sec): 3 clusters
  Score: Raw -389017.045703 + Penalty 2691.395740 = -386325.649963
  nChanged 167
		SP:Iteration 5Q (147181.130000 sec): 3 clusters
  Score: Raw -389144.632456 + Penalty 2691.395740 = -386453.236716
  nChanged 186
		SP:Iteration 6Q (147181.350000 sec): 3 clusters
  Score: Raw -389308.427600 + Penalty 2691.395740 = -386617.031860
  nChanged 186
		SP:Iteration 7Q (147181.540000 sec): 3 clusters
  Score: Raw -389445.380878 + Penalty 2691.395740 = -386753.985138
  nChanged 177
		SP:Iteration 8Q (147181.770000 sec): 3 clusters
  Score: Raw -389585.289754 + Penalty 2691.395740 = -386893.894014
  nChanged 147
		SP:Iteration 9Q (147181.930000 sec): 3 clusters
  Score: Raw -389701.363291 + Penalty 2691.395740 = -387009.967551
  nChanged 140
		SP:Iteration 10Q (147182.130000 sec): 3 clusters
  Score: Raw -389808.340048 + Penalty 2691.395740 = -387116.944308
  nChanged 130
		SP:Iteration 11Q (147182.310000 sec): 3 clusters
  Score: Raw -389912.851566 + Penalty 2691.395740 = -387221.455826
  nChanged 131
		SP:Iteration 12Q (147182.510000 sec): 3 clusters
  Score: Raw -390014.929415 + Penalty 2691.395740 = -387323.533675
  nChanged 131
		SP:Iteration 13Q (147182.710000 sec): 3 clusters
  Score: Raw -390142.195152 + Penalty 2691.395740 = -387450.799412
  nChanged 134
		SP:Iteration 14Q (147182.920000 sec): 3 clusters
  Score: Raw -390279.080846 + Penalty 2691.395740 = -387587.685106
  nChanged 105
		SP:Iteration 15Q (147183.130000 sec): 3 clusters
  Score: Raw -390360.302063 + Penalty 2691.395740 = -387668.906323
  nChanged 67
		SP:Iteration 16Q (147183.310000 sec): 3 clusters
  Score: Raw -390400.184618 + Penalty 2691.395740 = -387708.788878
  nChanged 48
		SP:Iteration 17Q (147183.490000 sec): 3 clusters
  Score: Raw -390420.515882 + Penalty 2691.395740 = -387729.120142
  nChanged 31
		SP:Iteration 18Q (147183.720000 sec): 3 clusters
  Score: Raw -390430.459603 + Penalty 2691.395740 = -387739.063863
  nChanged 20
		SP:Iteration 19Q (147183.910000 sec): 3 clusters
  Score: Raw -390437.102551 + Penalty 2691.395740 = -387745.706811
  nChanged 13
		SP:Iteration 20F (147184.100000 sec): 3 clusters
  Score: Raw -390442.086134 + Penalty 2691.395740 = -387750.690394
  nChanged 19
		SP:Iteration 21Q (147184.320000 sec): 3 clusters
  Score: Raw -390447.957888 + Penalty 2691.395740 = -387756.562148
  nChanged 13
		SP:Iteration 22Q (147184.500000 sec): 3 clusters
  Score: Raw -390452.338531 + Penalty 2691.395740 = -387760.942792
  nChanged 13
		SP:Iteration 23Q (147184.710000 sec): 3 clusters
  Score: Raw -390456.220876 + Penalty 2691.395740 = -387764.825136
  nChanged 12
		SP:Iteration 24Q (147184.930000 sec): 3 clusters
  Score: Raw -390459.920626 + Penalty 2691.395740 = -387768.524886
  nChanged 14
		SP:Iteration 25Q (147185.120000 sec): 3 clusters
  Score: Raw -390464.452026 + Penalty 2691.395740 = -387773.056286
  nChanged 10
		SP:Iteration 26Q (147185.270000 sec): 3 clusters
  Score: Raw -390466.822216 + Penalty 2691.395740 = -387775.426476
  nChanged 11
		SP:Iteration 27Q (147185.540000 sec): 3 clusters
  Score: Raw -390469.152961 + Penalty 2691.395740 = -387777.757221
  nChanged 8
		SP:Iteration 28Q (147185.750000 sec): 3 clusters
  Score: Raw -390470.651597 + Penalty 2691.395740 = -387779.255857
  nChanged 8
		SP:Iteration 29Q (147185.920000 sec): 3 clusters
  Score: Raw -390473.212218 + Penalty 2691.395740 = -387781.816478
  nChanged 10
		SP:Iteration 30Q (147186.070000 sec): 3 clusters
  Score: Raw -390476.083618 + Penalty 2691.395740 = -387784.687878
  nChanged 4
		SP:Iteration 31Q (147186.250000 sec): 3 clusters
  Score: Raw -390477.117160 + Penalty 2691.395740 = -387785.721420
  nChanged 3
		SP:Iteration 32Q (147186.420000 sec): 3 clusters
  Score: Raw -390477.885019 + Penalty 2691.395740 = -387786.489279
  nChanged 2
		SP:Iteration 33Q (147186.590000 sec): 3 clusters
  Score: Raw -390478.646961 + Penalty 2691.395740 = -387787.251221
  nChanged 2
		SP:Iteration 34Q (147186.750000 sec): 3 clusters
  Score: Raw -390480.475158 + Penalty 2691.395740 = -387789.079418
  nChanged 4
		SP:Iteration 35Q (147186.910000 sec): 3 clusters
  Score: Raw -390483.072861 + Penalty 2691.395740 = -387791.677121
  nChanged 2
		SP:Iteration 36Q (147187.120000 sec): 3 clusters
  Score: Raw -390483.760248 + Penalty 2691.395740 = -387792.364508
  nChanged 1
		SP:Iteration 37Q (147187.300000 sec): 3 clusters
  Score: Raw -390484.519182 + Penalty 2691.395740 = -387793.123442
  nChanged 3
		SP:Iteration 38Q (147187.490000 sec): 3 clusters
  Score: Raw -390485.554118 + Penalty 2691.395740 = -387794.158378
  nChanged 0
		SP:Iteration 39F (147187.660000 sec): 3 clusters
  Score: Raw -390485.554118 + Penalty 2691.395740 = -387794.158378
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147187.770000 sec): 2 clusters
  Score: Raw -783119.468429 + Penalty 1447.222849 = -781672.245580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147188.000000 sec): 3 clusters
  Score: Raw -779132.970498 + Penalty 2894.445699 = -776238.524799
  nChanged 3090
		SP:Iteration 1F (147188.200000 sec): 3 clusters
  Score: Raw -780759.153739 + Penalty 2894.445699 = -777864.708040
  nChanged 462
		SP:Iteration 2F (147188.480000 sec): 3 clusters
  Score: Raw -780963.847589 + Penalty 2894.445699 = -778069.401890
  nChanged 352
		SP:Iteration 3Q (147188.610000 sec): 3 clusters
  Score: Raw -781109.089122 + Penalty 2894.445699 = -778214.643424
  nChanged 273
		SP:Iteration 4Q (147188.850000 sec): 3 clusters
  Score: Raw -781199.347502 + Penalty 2894.445699 = -778304.901804
  nChanged 203
		SP:Iteration 5Q (147189.040000 sec): 3 clusters
  Score: Raw -781263.983547 + Penalty 2894.445699 = -778369.537848
  nChanged 182
		SP:Iteration 6Q (147189.220000 sec): 3 clusters
  Score: Raw -781332.588279 + Penalty 2894.445699 = -778438.142580
  nChanged 190
		SP:Iteration 7Q (147189.390000 sec): 3 clusters
  Score: Raw -781401.282118 + Penalty 2894.445699 = -778506.836419
  nChanged 182
		SP:Iteration 8Q (147189.620000 sec): 3 clusters
  Score: Raw -781470.571216 + Penalty 2894.445699 = -778576.125517
  nChanged 191
		SP:Iteration 9Q (147189.800000 sec): 3 clusters
  Score: Raw -781548.988498 + Penalty 2894.445699 = -778654.542800
  nChanged 193
		SP:Iteration 10Q (147189.980000 sec): 3 clusters
  Score: Raw -781644.549839 + Penalty 2894.445699 = -778750.104141
  nChanged 235
		SP:Iteration 11Q (147190.200000 sec): 3 clusters
  Score: Raw -781758.117031 + Penalty 2894.445699 = -778863.671333
  nChanged 268
		SP:Iteration 12Q (147190.460000 sec): 3 clusters
  Score: Raw -781904.608661 + Penalty 2894.445699 = -779010.162962
  nChanged 318
		SP:Iteration 13Q (147190.680000 sec): 3 clusters
  Score: Raw -782097.537912 + Penalty 2894.445699 = -779203.092213
  nChanged 333
		SP:Iteration 14Q (147190.900000 sec): 3 clusters
  Score: Raw -782299.072670 + Penalty 2894.445699 = -779404.626971
  nChanged 334
		SP:Iteration 15Q (147191.100000 sec): 3 clusters
  Score: Raw -782477.323580 + Penalty 2894.445699 = -779582.877881
  nChanged 273
		SP:Iteration 16Q (147191.320000 sec): 3 clusters
  Score: Raw -782610.523128 + Penalty 2894.445699 = -779716.077429
  nChanged 232
		SP:Iteration 17Q (147191.550000 sec): 3 clusters
  Score: Raw -782725.744748 + Penalty 2894.445699 = -779831.299049
  nChanged 189
		SP:Iteration 18Q (147191.730000 sec): 3 clusters
  Score: Raw -782797.742018 + Penalty 2894.445699 = -779903.296320
  nChanged 131
		SP:Iteration 19Q (147191.950000 sec): 3 clusters
  Score: Raw -782839.349664 + Penalty 2894.445699 = -779944.903966
  nChanged 95
		SP:Iteration 20F (147192.170000 sec): 3 clusters
  Score: Raw -782860.696025 + Penalty 2894.445699 = -779966.250326
  nChanged 69
		SP:Iteration 21Q (147192.400000 sec): 3 clusters
  Score: Raw -782874.563444 + Penalty 2894.445699 = -779980.117746
  nChanged 44
		SP:Iteration 22Q (147192.550000 sec): 3 clusters
  Score: Raw -782882.642620 + Penalty 2894.445699 = -779988.196921
  nChanged 34
		SP:Iteration 23Q (147192.780000 sec): 3 clusters
  Score: Raw -782890.569770 + Penalty 2894.445699 = -779996.124072
  nChanged 50
		SP:Iteration 24Q (147193.010000 sec): 3 clusters
  Score: Raw -782902.390013 + Penalty 2894.445699 = -780007.944315
  nChanged 37
		SP:Iteration 25Q (147193.190000 sec): 3 clusters
  Score: Raw -782911.114963 + Penalty 2894.445699 = -780016.669264
  nChanged 36
		SP:Iteration 26Q (147193.380000 sec): 3 clusters
  Score: Raw -782917.713513 + Penalty 2894.445699 = -780023.267815
  nChanged 25
		SP:Iteration 27Q (147193.600000 sec): 3 clusters
  Score: Raw -782923.906510 + Penalty 2894.445699 = -780029.460811
  nChanged 22
		SP:Iteration 28Q (147193.810000 sec): 3 clusters
  Score: Raw -782927.854164 + Penalty 2894.445699 = -780033.408466
  nChanged 16
		SP:Iteration 29Q (147194.070000 sec): 3 clusters
  Score: Raw -782929.966782 + Penalty 2894.445699 = -780035.521083
  nChanged 9
		SP:Iteration 30Q (147194.260000 sec): 3 clusters
  Score: Raw -782931.033236 + Penalty 2894.445699 = -780036.587537
  nChanged 10
		SP:Iteration 31Q (147194.490000 sec): 3 clusters
  Score: Raw -782932.678182 + Penalty 2894.445699 = -780038.232483
  nChanged 12
		SP:Iteration 32Q (147194.660000 sec): 3 clusters
  Score: Raw -782934.430509 + Penalty 2894.445699 = -780039.984810
  nChanged 8
		SP:Iteration 33Q (147194.900000 sec): 3 clusters
  Score: Raw -782935.467900 + Penalty 2894.445699 = -780041.022201
  nChanged 6
		SP:Iteration 34Q (147195.100000 sec): 3 clusters
  Score: Raw -782936.684004 + Penalty 2894.445699 = -780042.238306
  nChanged 8
		SP:Iteration 35Q (147195.290000 sec): 3 clusters
  Score: Raw -782937.397681 + Penalty 2894.445699 = -780042.951982
  nChanged 5
		SP:Iteration 36Q (147195.530000 sec): 3 clusters
  Score: Raw -782938.453209 + Penalty 2894.445699 = -780044.007511
  nChanged 6
		SP:Iteration 37Q (147195.740000 sec): 3 clusters
  Score: Raw -782939.226472 + Penalty 2894.445699 = -780044.780773
  nChanged 5
		SP:Iteration 38Q (147195.940000 sec): 3 clusters
  Score: Raw -782939.713553 + Penalty 2894.445699 = -780045.267854
  nChanged 3
		SP:Iteration 39Q (147196.180000 sec): 3 clusters
  Score: Raw -782940.236859 + Penalty 2894.445699 = -780045.791160
  nChanged 5
		SP:Iteration 40F (147196.420000 sec): 3 clusters
  Score: Raw -782940.767225 + Penalty 2894.445699 = -780046.321526
  nChanged 3
		SP:Iteration 41Q (147196.630000 sec): 3 clusters
  Score: Raw -782941.112321 + Penalty 2894.445699 = -780046.666622
  nChanged 2
		SP:Iteration 42Q (147196.780000 sec): 3 clusters
  Score: Raw -782941.209857 + Penalty 2894.445699 = -780046.764158
  nChanged 2
		SP:Iteration 43Q (147196.970000 sec): 3 clusters
  Score: Raw -782941.374640 + Penalty 2894.445699 = -780046.928941
  nChanged 2
		SP:Iteration 44Q (147197.220000 sec): 3 clusters
  Score: Raw -782941.567292 + Penalty 2894.445699 = -780047.121594
  nChanged 0
		SP:Iteration 45F (147197.400000 sec): 3 clusters
  Score: Raw -782941.567292 + Penalty 2894.445699 = -780047.121594
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147197.540000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147197.680000 sec): 3 clusters
  Score: Raw -85746.769407 + Penalty 2192.965621 = -83553.803786
  nChanged 224
		SP:Iteration 1F (147197.890000 sec): 3 clusters
  Score: Raw -85986.272121 + Penalty 2192.965621 = -83793.306499
  nChanged 70
		SP:Iteration 2F (147198.060000 sec): 3 clusters
  Score: Raw -86067.452075 + Penalty 2192.965621 = -83874.486454
  nChanged 26
		SP:Iteration 3Q (147198.250000 sec): 3 clusters
  Score: Raw -86108.737150 + Penalty 2192.965621 = -83915.771529
  nChanged 28
		SP:Iteration 4Q (147198.420000 sec): 3 clusters
  Score: Raw -86153.074402 + Penalty 2192.965621 = -83960.108781
  nChanged 20
		SP:Iteration 5Q (147198.540000 sec): 3 clusters
  Score: Raw -86180.222379 + Penalty 2192.965621 = -83987.256758
  nChanged 16
		SP:Iteration 6Q (147198.780000 sec): 3 clusters
  Score: Raw -86210.690262 + Penalty 2192.965621 = -84017.724641
  nChanged 10
		SP:Iteration 7Q (147198.960000 sec): 3 clusters
  Score: Raw -86225.764042 + Penalty 2192.965621 = -84032.798421
  nChanged 9
		SP:Iteration 8Q (147199.110000 sec): 3 clusters
  Score: Raw -86235.735849 + Penalty 2192.965621 = -84042.770227
  nChanged 12
		SP:Iteration 9Q (147199.330000 sec): 3 clusters
  Score: Raw -86250.997948 + Penalty 2192.965621 = -84058.032327
  nChanged 2
		SP:Iteration 10Q (147199.470000 sec): 3 clusters
  Score: Raw -86253.164888 + Penalty 2192.965621 = -84060.199267
  nChanged 1
		SP:Iteration 11Q (147199.650000 sec): 3 clusters
  Score: Raw -86254.622839 + Penalty 2192.965621 = -84061.657218
  nChanged 3
		SP:Iteration 12Q (147199.820000 sec): 3 clusters
  Score: Raw -86256.495201 + Penalty 2192.965621 = -84063.529579
  nChanged 3
		SP:Iteration 13Q (147200.010000 sec): 3 clusters
  Score: Raw -86259.954598 + Penalty 2192.965621 = -84066.988977
  nChanged 2
		SP:Iteration 14Q (147200.200000 sec): 3 clusters
  Score: Raw -86261.543958 + Penalty 2192.965621 = -84068.578336
  nChanged 0
		SP:Iteration 15F (147200.340000 sec): 3 clusters
  Score: Raw -86261.543958 + Penalty 2192.965621 = -84068.578336
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147200.460000 sec): 2 clusters
  Score: Raw -1646062.668448 + Penalty 1572.312797 = -1644490.355650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147200.690000 sec): 3 clusters
  Score: Raw -1636673.121730 + Penalty 3144.625595 = -1633528.496135
  nChanged 7107
		SP:Iteration 1F (147200.890000 sec): 3 clusters
  Score: Raw -1640735.619867 + Penalty 3144.625595 = -1637590.994272
  nChanged 942
		SP:Iteration 2F (147201.110000 sec): 3 clusters
  Score: Raw -1641189.657485 + Penalty 3144.625595 = -1638045.031890
  nChanged 908
		SP:Iteration 3F (147201.380000 sec): 3 clusters
  Score: Raw -1641639.691995 + Penalty 3144.625595 = -1638495.066400
  nChanged 884
		SP:Iteration 4F (147201.610000 sec): 3 clusters
  Score: Raw -1642139.003746 + Penalty 3144.625595 = -1638994.378151
  nChanged 863
		SP:Iteration 5F (147201.840000 sec): 3 clusters
  Score: Raw -1642661.992636 + Penalty 3144.625595 = -1639517.367041
  nChanged 867
		SP:Iteration 6F (147202.070000 sec): 3 clusters
  Score: Raw -1643200.387800 + Penalty 3144.625595 = -1640055.762205
  nChanged 884
		SP:Iteration 7F (147202.330000 sec): 3 clusters
  Score: Raw -1643744.922572 + Penalty 3144.625595 = -1640600.296977
  nChanged 821
		SP:Iteration 8F (147202.590000 sec): 3 clusters
  Score: Raw -1644217.050096 + Penalty 3144.625595 = -1641072.424501
  nChanged 691
		SP:Iteration 9Q (147202.830000 sec): 3 clusters
  Score: Raw -1644609.701017 + Penalty 3144.625595 = -1641465.075422
  nChanged 586
		SP:Iteration 10Q (147203.070000 sec): 3 clusters
  Score: Raw -1644890.049541 + Penalty 3144.625595 = -1641745.423946
  nChanged 469
		SP:Iteration 11Q (147203.300000 sec): 3 clusters
  Score: Raw -1645112.844340 + Penalty 3144.625595 = -1641968.218745
  nChanged 374
		SP:Iteration 12Q (147203.550000 sec): 3 clusters
  Score: Raw -1645277.583191 + Penalty 3144.625595 = -1642132.957596
  nChanged 306
		SP:Iteration 13Q (147203.770000 sec): 3 clusters
  Score: Raw -1645418.625662 + Penalty 3144.625595 = -1642274.000067
  nChanged 266
		SP:Iteration 14Q (147204.000000 sec): 3 clusters
  Score: Raw -1645530.588370 + Penalty 3144.625595 = -1642385.962775
  nChanged 234
		SP:Iteration 15Q (147204.240000 sec): 3 clusters
  Score: Raw -1645624.316828 + Penalty 3144.625595 = -1642479.691233
  nChanged 205
		SP:Iteration 16Q (147204.520000 sec): 3 clusters
  Score: Raw -1645706.720463 + Penalty 3144.625595 = -1642562.094868
  nChanged 190
		SP:Iteration 17Q (147204.750000 sec): 3 clusters
  Score: Raw -1645774.012929 + Penalty 3144.625595 = -1642629.387334
  nChanged 165
		SP:Iteration 18Q (147204.970000 sec): 3 clusters
  Score: Raw -1645827.581021 + Penalty 3144.625595 = -1642682.955426
  nChanged 129
		SP:Iteration 19Q (147205.220000 sec): 3 clusters
  Score: Raw -1645865.150020 + Penalty 3144.625595 = -1642720.524425
  nChanged 101
		SP:Iteration 20F (147205.450000 sec): 3 clusters
  Score: Raw -1645894.454411 + Penalty 3144.625595 = -1642749.828816
  nChanged 115
		SP:Iteration 21Q (147205.700000 sec): 3 clusters
  Score: Raw -1645924.370173 + Penalty 3144.625595 = -1642779.744578
  nChanged 97
		SP:Iteration 22Q (147205.950000 sec): 3 clusters
  Score: Raw -1645948.491525 + Penalty 3144.625595 = -1642803.865930
  nChanged 106
		SP:Iteration 23Q (147206.210000 sec): 3 clusters
  Score: Raw -1645984.428559 + Penalty 3144.625595 = -1642839.802964
  nChanged 96
		SP:Iteration 24Q (147206.420000 sec): 3 clusters
  Score: Raw -1646020.798448 + Penalty 3144.625595 = -1642876.172853
  nChanged 118
		SP:Iteration 25Q (147206.660000 sec): 3 clusters
  Score: Raw -1646061.312961 + Penalty 3144.625595 = -1642916.687366
  nChanged 109
		SP:Iteration 26Q (147206.900000 sec): 3 clusters
  Score: Raw -1646095.091771 + Penalty 3144.625595 = -1642950.466176
  nChanged 98
		SP:Iteration 27Q (147207.190000 sec): 3 clusters
  Score: Raw -1646124.998057 + Penalty 3144.625595 = -1642980.372462
  nChanged 92
		SP:Iteration 28Q (147207.400000 sec): 3 clusters
  Score: Raw -1646149.211415 + Penalty 3144.625595 = -1643004.585820
  nChanged 74
		SP:Iteration 29Q (147207.630000 sec): 3 clusters
  Score: Raw -1646165.483393 + Penalty 3144.625595 = -1643020.857798
  nChanged 56
		SP:Iteration 30Q (147207.870000 sec): 3 clusters
  Score: Raw -1646179.588891 + Penalty 3144.625595 = -1643034.963296
  nChanged 62
		SP:Iteration 31Q (147208.090000 sec): 3 clusters
  Score: Raw -1646193.795504 + Penalty 3144.625595 = -1643049.169909
  nChanged 70
		SP:Iteration 32Q (147208.330000 sec): 3 clusters
  Score: Raw -1646211.189712 + Penalty 3144.625595 = -1643066.564117
  nChanged 56
		SP:Iteration 33Q (147208.570000 sec): 3 clusters
  Score: Raw -1646222.982977 + Penalty 3144.625595 = -1643078.357382
  nChanged 46
		SP:Iteration 34Q (147208.830000 sec): 3 clusters
  Score: Raw -1646232.504261 + Penalty 3144.625595 = -1643087.878666
  nChanged 48
		SP:Iteration 35Q (147209.080000 sec): 3 clusters
  Score: Raw -1646241.824862 + Penalty 3144.625595 = -1643097.199268
  nChanged 57
		SP:Iteration 36Q (147209.350000 sec): 3 clusters
  Score: Raw -1646251.994711 + Penalty 3144.625595 = -1643107.369116
  nChanged 38
		SP:Iteration 37Q (147209.630000 sec): 3 clusters
  Score: Raw -1646259.654983 + Penalty 3144.625595 = -1643115.029388
  nChanged 53
		SP:Iteration 38Q (147209.910000 sec): 3 clusters
  Score: Raw -1646270.703008 + Penalty 3144.625595 = -1643126.077413
  nChanged 57
		SP:Iteration 39Q (147210.160000 sec): 3 clusters
  Score: Raw -1646280.558472 + Penalty 3144.625595 = -1643135.932877
  nChanged 41
		SP:Iteration 40F (147210.440000 sec): 3 clusters
  Score: Raw -1646287.704155 + Penalty 3144.625595 = -1643143.078560
  nChanged 44
		SP:Iteration 41Q (147210.680000 sec): 3 clusters
  Score: Raw -1646295.176128 + Penalty 3144.625595 = -1643150.550533
  nChanged 36
		SP:Iteration 42Q (147210.960000 sec): 3 clusters
  Score: Raw -1646300.359028 + Penalty 3144.625595 = -1643155.733433
  nChanged 28
		SP:Iteration 43Q (147211.260000 sec): 3 clusters
  Score: Raw -1646304.415394 + Penalty 3144.625595 = -1643159.789799
  nChanged 19
		SP:Iteration 44Q (147211.490000 sec): 3 clusters
  Score: Raw -1646306.570841 + Penalty 3144.625595 = -1643161.945246
  nChanged 24
		SP:Iteration 45Q (147211.760000 sec): 3 clusters
  Score: Raw -1646309.913979 + Penalty 3144.625595 = -1643165.288384
  nChanged 23
		SP:Iteration 46Q (147212.070000 sec): 3 clusters
  Score: Raw -1646312.321749 + Penalty 3144.625595 = -1643167.696154
  nChanged 12
		SP:Iteration 47Q (147212.310000 sec): 3 clusters
  Score: Raw -1646313.424262 + Penalty 3144.625595 = -1643168.798667
  nChanged 10
		SP:Iteration 48Q (147212.610000 sec): 3 clusters
  Score: Raw -1646314.344607 + Penalty 3144.625595 = -1643169.719012
  nChanged 8
		SP:Iteration 49Q (147212.950000 sec): 3 clusters
  Score: Raw -1646315.224730 + Penalty 3144.625595 = -1643170.599135
  nChanged 10
		SP:Iteration 50Q (147213.210000 sec): 3 clusters
  Score: Raw -1646316.080991 + Penalty 3144.625595 = -1643171.455396
  nChanged 6
		SP:Iteration 51Q (147213.470000 sec): 3 clusters
  Score: Raw -1646316.588050 + Penalty 3144.625595 = -1643171.962455
  nChanged 4
		SP:Iteration 52Q (147213.740000 sec): 3 clusters
  Score: Raw -1646316.747287 + Penalty 3144.625595 = -1643172.121692
  nChanged 2
		SP:Iteration 53Q (147214.050000 sec): 3 clusters
  Score: Raw -1646316.957216 + Penalty 3144.625595 = -1643172.331621
  nChanged 2
		SP:Iteration 54Q (147214.250000 sec): 3 clusters
  Score: Raw -1646317.140617 + Penalty 3144.625595 = -1643172.515023
  nChanged 7
		SP:Iteration 55Q (147214.460000 sec): 3 clusters
  Score: Raw -1646318.380434 + Penalty 3144.625595 = -1643173.754840
  nChanged 13
		SP:Iteration 56Q (147214.750000 sec): 3 clusters
  Score: Raw -1646319.944995 + Penalty 3144.625595 = -1643175.319400
  nChanged 16
		SP:Iteration 57Q (147215.010000 sec): 3 clusters
  Score: Raw -1646321.467528 + Penalty 3144.625595 = -1643176.841933
  nChanged 14
		SP:Iteration 58Q (147215.240000 sec): 3 clusters
  Score: Raw -1646322.651702 + Penalty 3144.625595 = -1643178.026107
  nChanged 10
		SP:Iteration 59Q (147215.540000 sec): 3 clusters
  Score: Raw -1646323.782983 + Penalty 3144.625595 = -1643179.157388
  nChanged 14
		SP:Iteration 60F (147215.780000 sec): 3 clusters
  Score: Raw -1646325.064051 + Penalty 3144.625595 = -1643180.438456
  nChanged 10
		SP:Iteration 61Q (147216.010000 sec): 3 clusters
  Score: Raw -1646325.792552 + Penalty 3144.625595 = -1643181.166958
  nChanged 10
		SP:Iteration 62Q (147216.270000 sec): 3 clusters
  Score: Raw -1646326.651874 + Penalty 3144.625595 = -1643182.026280
  nChanged 7
		SP:Iteration 63Q (147216.510000 sec): 3 clusters
  Score: Raw -1646327.289333 + Penalty 3144.625595 = -1643182.663738
  nChanged 5
		SP:Iteration 64Q (147216.780000 sec): 3 clusters
  Score: Raw -1646327.688756 + Penalty 3144.625595 = -1643183.063161
  nChanged 7
		SP:Iteration 65Q (147217.080000 sec): 3 clusters
  Score: Raw -1646328.074239 + Penalty 3144.625595 = -1643183.448644
  nChanged 4
		SP:Iteration 66Q (147217.350000 sec): 3 clusters
  Score: Raw -1646328.468842 + Penalty 3144.625595 = -1643183.843247
  nChanged 4
		SP:Iteration 67Q (147217.590000 sec): 3 clusters
  Score: Raw -1646328.658382 + Penalty 3144.625595 = -1643184.032787
  nChanged 1
		SP:Iteration 68Q (147217.850000 sec): 3 clusters
  Score: Raw -1646328.735103 + Penalty 3144.625595 = -1643184.109508
  nChanged 1
		SP:Iteration 69Q (147218.070000 sec): 3 clusters
  Score: Raw -1646328.794463 + Penalty 3144.625595 = -1643184.168868
  nChanged 2
		SP:Iteration 70Q (147218.350000 sec): 3 clusters
  Score: Raw -1646328.859544 + Penalty 3144.625595 = -1643184.233949
  nChanged 2
		SP:Iteration 71Q (147218.620000 sec): 3 clusters
  Score: Raw -1646329.065143 + Penalty 3144.625595 = -1643184.439548
  nChanged 5
		SP:Iteration 72Q (147218.900000 sec): 3 clusters
  Score: Raw -1646329.737207 + Penalty 3144.625595 = -1643185.111612
  nChanged 12
		SP:Iteration 73Q (147219.150000 sec): 3 clusters
  Score: Raw -1646331.344155 + Penalty 3144.625595 = -1643186.718560
  nChanged 18
		SP:Iteration 74Q (147219.370000 sec): 3 clusters
  Score: Raw -1646333.275321 + Penalty 3144.625595 = -1643188.649726
  nChanged 17
		SP:Iteration 75Q (147219.620000 sec): 3 clusters
  Score: Raw -1646335.246557 + Penalty 3144.625595 = -1643190.620962
  nChanged 20
		SP:Iteration 76Q (147219.870000 sec): 3 clusters
  Score: Raw -1646337.632369 + Penalty 3144.625595 = -1643193.006774
  nChanged 24
		SP:Iteration 77Q (147220.130000 sec): 3 clusters
  Score: Raw -1646342.098430 + Penalty 3144.625595 = -1643197.472835
  nChanged 25
		SP:Iteration 78Q (147220.410000 sec): 3 clusters
  Score: Raw -1646345.754000 + Penalty 3144.625595 = -1643201.128406
  nChanged 24
		SP:Iteration 79Q (147220.690000 sec): 3 clusters
  Score: Raw -1646348.652995 + Penalty 3144.625595 = -1643204.027401
  nChanged 23
		SP:Iteration 80F (147220.960000 sec): 3 clusters
  Score: Raw -1646351.280136 + Penalty 3144.625595 = -1643206.654541
  nChanged 22
		SP:Iteration 81Q (147221.200000 sec): 3 clusters
  Score: Raw -1646353.872748 + Penalty 3144.625595 = -1643209.247153
  nChanged 22
		SP:Iteration 82Q (147221.520000 sec): 3 clusters
  Score: Raw -1646356.371186 + Penalty 3144.625595 = -1643211.745591
  nChanged 22
		SP:Iteration 83Q (147221.770000 sec): 3 clusters
  Score: Raw -1646358.996445 + Penalty 3144.625595 = -1643214.370850
  nChanged 22
		SP:Iteration 84Q (147222.010000 sec): 3 clusters
  Score: Raw -1646361.997926 + Penalty 3144.625595 = -1643217.372331
  nChanged 22
		SP:Iteration 85Q (147222.270000 sec): 3 clusters
  Score: Raw -1646364.383128 + Penalty 3144.625595 = -1643219.757533
  nChanged 21
		SP:Iteration 86Q (147222.490000 sec): 3 clusters
  Score: Raw -1646366.587880 + Penalty 3144.625595 = -1643221.962285
  nChanged 14
		SP:Iteration 87Q (147222.760000 sec): 3 clusters
  Score: Raw -1646368.038786 + Penalty 3144.625595 = -1643223.413191
  nChanged 11
		SP:Iteration 88Q (147222.990000 sec): 3 clusters
  Score: Raw -1646369.251902 + Penalty 3144.625595 = -1643224.626307
  nChanged 14
		SP:Iteration 89Q (147223.270000 sec): 3 clusters
  Score: Raw -1646370.795829 + Penalty 3144.625595 = -1643226.170234
  nChanged 17
		SP:Iteration 90Q (147223.510000 sec): 3 clusters
  Score: Raw -1646372.853212 + Penalty 3144.625595 = -1643228.227617
  nChanged 20
		SP:Iteration 91Q (147223.790000 sec): 3 clusters
  Score: Raw -1646375.116175 + Penalty 3144.625595 = -1643230.490580
  nChanged 25
		SP:Iteration 92Q (147224.000000 sec): 3 clusters
  Score: Raw -1646377.914703 + Penalty 3144.625595 = -1643233.289108
  nChanged 19
		SP:Iteration 93Q (147224.280000 sec): 3 clusters
  Score: Raw -1646380.146123 + Penalty 3144.625595 = -1643235.520528
  nChanged 18
		SP:Iteration 94Q (147224.520000 sec): 3 clusters
  Score: Raw -1646382.674706 + Penalty 3144.625595 = -1643238.049111
  nChanged 16
		SP:Iteration 95Q (147224.810000 sec): 3 clusters
  Score: Raw -1646384.481972 + Penalty 3144.625595 = -1643239.856377
  nChanged 12
		SP:Iteration 96Q (147225.040000 sec): 3 clusters
  Score: Raw -1646385.663739 + Penalty 3144.625595 = -1643241.038144
  nChanged 8
		SP:Iteration 97Q (147225.310000 sec): 3 clusters
  Score: Raw -1646386.465729 + Penalty 3144.625595 = -1643241.840134
  nChanged 10
		SP:Iteration 98Q (147225.530000 sec): 3 clusters
  Score: Raw -1646387.475448 + Penalty 3144.625595 = -1643242.849853
  nChanged 11
		SP:Iteration 99Q (147225.760000 sec): 3 clusters
  Score: Raw -1646388.317132 + Penalty 3144.625595 = -1643243.691537
  nChanged 11
		SP:Iteration 100F (147225.990000 sec): 3 clusters
  Score: Raw -1646389.352019 + Penalty 3144.625595 = -1643244.726425
  nChanged 10
		SP:Iteration 101Q (147226.280000 sec): 3 clusters
  Score: Raw -1646390.167682 + Penalty 3144.625595 = -1643245.542087
  nChanged 7
		SP:Iteration 102Q (147226.530000 sec): 3 clusters
  Score: Raw -1646390.685719 + Penalty 3144.625595 = -1643246.060124
  nChanged 5
		SP:Iteration 103Q (147226.770000 sec): 3 clusters
  Score: Raw -1646391.148632 + Penalty 3144.625595 = -1643246.523037
  nChanged 6
		SP:Iteration 104Q (147227.070000 sec): 3 clusters
  Score: Raw -1646391.544387 + Penalty 3144.625595 = -1643246.918792
  nChanged 6
		SP:Iteration 105Q (147227.340000 sec): 3 clusters
  Score: Raw -1646392.158351 + Penalty 3144.625595 = -1643247.532756
  nChanged 9
		SP:Iteration 106Q (147227.580000 sec): 3 clusters
  Score: Raw -1646393.071010 + Penalty 3144.625595 = -1643248.445415
  nChanged 11
		SP:Iteration 107Q (147227.810000 sec): 3 clusters
  Score: Raw -1646393.951085 + Penalty 3144.625595 = -1643249.325490
  nChanged 10
		SP:Iteration 108Q (147228.110000 sec): 3 clusters
  Score: Raw -1646394.735939 + Penalty 3144.625595 = -1643250.110344
  nChanged 7
		SP:Iteration 109Q (147228.340000 sec): 3 clusters
  Score: Raw -1646395.236267 + Penalty 3144.625595 = -1643250.610673
  nChanged 7
		SP:Iteration 110Q (147228.560000 sec): 3 clusters
  Score: Raw -1646395.836664 + Penalty 3144.625595 = -1643251.211069
  nChanged 6
		SP:Iteration 111Q (147228.840000 sec): 3 clusters
  Score: Raw -1646396.412604 + Penalty 3144.625595 = -1643251.787009
  nChanged 8
		SP:Iteration 112Q (147229.120000 sec): 3 clusters
  Score: Raw -1646396.975721 + Penalty 3144.625595 = -1643252.350126
  nChanged 3
		SP:Iteration 113Q (147229.390000 sec): 3 clusters
  Score: Raw -1646397.144475 + Penalty 3144.625595 = -1643252.518881
  nChanged 3
		SP:Iteration 114Q (147229.650000 sec): 3 clusters
  Score: Raw -1646397.394187 + Penalty 3144.625595 = -1643252.768592
  nChanged 5
		SP:Iteration 115Q (147229.880000 sec): 3 clusters
  Score: Raw -1646397.702621 + Penalty 3144.625595 = -1643253.077026
  nChanged 5
		SP:Iteration 116Q (147230.130000 sec): 3 clusters
  Score: Raw -1646397.916315 + Penalty 3144.625595 = -1643253.290720
  nChanged 4
		SP:Iteration 117Q (147230.360000 sec): 3 clusters
  Score: Raw -1646398.205830 + Penalty 3144.625595 = -1643253.580235
  nChanged 4
		SP:Iteration 118Q (147230.620000 sec): 3 clusters
  Score: Raw -1646398.400004 + Penalty 3144.625595 = -1643253.774409
  nChanged 3
		SP:Iteration 119Q (147230.820000 sec): 3 clusters
  Score: Raw -1646398.505285 + Penalty 3144.625595 = -1643253.879690
  nChanged 2
		SP:Iteration 120F (147231.110000 sec): 3 clusters
  Score: Raw -1646398.634279 + Penalty 3144.625595 = -1643254.008684
  nChanged 3
		SP:Iteration 121Q (147231.340000 sec): 3 clusters
  Score: Raw -1646398.780596 + Penalty 3144.625595 = -1643254.155002
  nChanged 0
		SP:Iteration 122F (147231.580000 sec): 3 clusters
  Score: Raw -1646398.780596 + Penalty 3144.625595 = -1643254.155002
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147231.700000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147231.900000 sec): 3 clusters
  Score: Raw -46918.722136 + Penalty 1975.978288 = -44942.743848
  nChanged 79
		SP:Iteration 1F (147232.060000 sec): 3 clusters
  Score: Raw -47051.897381 + Penalty 1975.978288 = -45075.919093
  nChanged 31
		SP:Iteration 2F (147232.260000 sec): 3 clusters
  Score: Raw -47108.123235 + Penalty 1975.978288 = -45132.144947
  nChanged 13
		SP:Iteration 3Q (147232.480000 sec): 3 clusters
  Score: Raw -47128.272974 + Penalty 1975.978288 = -45152.294685
  nChanged 9
		SP:Iteration 4Q (147232.640000 sec): 3 clusters
  Score: Raw -47146.781349 + Penalty 1975.978288 = -45170.803060
  nChanged 9
		SP:Iteration 5Q (147232.800000 sec): 3 clusters
  Score: Raw -47167.297924 + Penalty 1975.978288 = -45191.319636
  nChanged 5
		SP:Iteration 6Q (147232.980000 sec): 3 clusters
  Score: Raw -47176.823355 + Penalty 1975.978288 = -45200.845067
  nChanged 0
		SP:Iteration 7F (147233.180000 sec): 3 clusters
  Score: Raw -47176.823355 + Penalty 1975.978288 = -45200.845067
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147233.310000 sec): 2 clusters
  Score: Raw -472081.017361 + Penalty 1388.689355 = -470692.328006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147233.520000 sec): 3 clusters
  Score: Raw -469464.608738 + Penalty 2777.378711 = -466687.230028
  nChanged 2022
		SP:Iteration 1F (147233.700000 sec): 3 clusters
  Score: Raw -470692.472849 + Penalty 2777.378711 = -467915.094139
  nChanged 411
		SP:Iteration 2F (147233.890000 sec): 3 clusters
  Score: Raw -470956.827014 + Penalty 2777.378711 = -468179.448303
  nChanged 311
		SP:Iteration 3F (147234.060000 sec): 3 clusters
  Score: Raw -471137.482436 + Penalty 2777.378711 = -468360.103725
  nChanged 257
		SP:Iteration 4Q (147234.220000 sec): 3 clusters
  Score: Raw -471274.946056 + Penalty 2777.378711 = -468497.567346
  nChanged 234
		SP:Iteration 5Q (147234.400000 sec): 3 clusters
  Score: Raw -471380.279300 + Penalty 2777.378711 = -468602.900590
  nChanged 171
		SP:Iteration 6Q (147234.580000 sec): 3 clusters
  Score: Raw -471473.768388 + Penalty 2777.378711 = -468696.389678
  nChanged 173
		SP:Iteration 7Q (147234.780000 sec): 3 clusters
  Score: Raw -471572.097435 + Penalty 2777.378711 = -468794.718725
  nChanged 161
		SP:Iteration 8Q (147234.970000 sec): 3 clusters
  Score: Raw -471660.860087 + Penalty 2777.378711 = -468883.481376
  nChanged 149
		SP:Iteration 9Q (147235.170000 sec): 3 clusters
  Score: Raw -471742.516211 + Penalty 2777.378711 = -468965.137501
  nChanged 139
		SP:Iteration 10Q (147235.340000 sec): 3 clusters
  Score: Raw -471827.916391 + Penalty 2777.378711 = -469050.537680
  nChanged 134
		SP:Iteration 11Q (147235.520000 sec): 3 clusters
  Score: Raw -471895.927906 + Penalty 2777.378711 = -469118.549195
  nChanged 130
		SP:Iteration 12Q (147235.680000 sec): 3 clusters
  Score: Raw -471963.926364 + Penalty 2777.378711 = -469186.547654
  nChanged 125
		SP:Iteration 13Q (147235.840000 sec): 3 clusters
  Score: Raw -472028.292987 + Penalty 2777.378711 = -469250.914277
  nChanged 105
		SP:Iteration 14Q (147236.000000 sec): 3 clusters
  Score: Raw -472086.832253 + Penalty 2777.378711 = -469309.453542
  nChanged 103
		SP:Iteration 15Q (147236.190000 sec): 3 clusters
  Score: Raw -472149.958093 + Penalty 2777.378711 = -469372.579383
  nChanged 97
		SP:Iteration 16Q (147236.390000 sec): 3 clusters
  Score: Raw -472219.158571 + Penalty 2777.378711 = -469441.779860
  nChanged 98
		SP:Iteration 17Q (147236.550000 sec): 3 clusters
  Score: Raw -472275.914748 + Penalty 2777.378711 = -469498.536037
  nChanged 84
		SP:Iteration 18Q (147236.760000 sec): 3 clusters
  Score: Raw -472315.740820 + Penalty 2777.378711 = -469538.362109
  nChanged 77
		SP:Iteration 19Q (147236.980000 sec): 3 clusters
  Score: Raw -472349.298588 + Penalty 2777.378711 = -469571.919877
  nChanged 59
		SP:Iteration 20F (147237.150000 sec): 3 clusters
  Score: Raw -472376.478969 + Penalty 2777.378711 = -469599.100258
  nChanged 44
		SP:Iteration 21Q (147237.370000 sec): 3 clusters
  Score: Raw -472391.728801 + Penalty 2777.378711 = -469614.350090
  nChanged 35
		SP:Iteration 22Q (147237.540000 sec): 3 clusters
  Score: Raw -472402.729169 + Penalty 2777.378711 = -469625.350458
  nChanged 33
		SP:Iteration 23Q (147237.760000 sec): 3 clusters
  Score: Raw -472419.871290 + Penalty 2777.378711 = -469642.492579
  nChanged 39
		SP:Iteration 24Q (147237.920000 sec): 3 clusters
  Score: Raw -472436.129234 + Penalty 2777.378711 = -469658.750523
  nChanged 28
		SP:Iteration 25Q (147238.100000 sec): 3 clusters
  Score: Raw -472448.901341 + Penalty 2777.378711 = -469671.522631
  nChanged 26
		SP:Iteration 26Q (147238.300000 sec): 3 clusters
  Score: Raw -472461.609406 + Penalty 2777.378711 = -469684.230695
  nChanged 34
		SP:Iteration 27Q (147238.460000 sec): 3 clusters
  Score: Raw -472474.539973 + Penalty 2777.378711 = -469697.161263
  nChanged 27
		SP:Iteration 28Q (147238.660000 sec): 3 clusters
  Score: Raw -472485.621458 + Penalty 2777.378711 = -469708.242747
  nChanged 25
		SP:Iteration 29Q (147238.870000 sec): 3 clusters
  Score: Raw -472498.254370 + Penalty 2777.378711 = -469720.875660
  nChanged 33
		SP:Iteration 30Q (147239.040000 sec): 3 clusters
  Score: Raw -472520.026073 + Penalty 2777.378711 = -469742.647363
  nChanged 38
		SP:Iteration 31Q (147239.200000 sec): 3 clusters
  Score: Raw -472548.004053 + Penalty 2777.378711 = -469770.625342
  nChanged 37
		SP:Iteration 32Q (147239.400000 sec): 3 clusters
  Score: Raw -472568.163420 + Penalty 2777.378711 = -469790.784710
  nChanged 29
		SP:Iteration 33Q (147239.580000 sec): 3 clusters
  Score: Raw -472582.615440 + Penalty 2777.378711 = -469805.236729
  nChanged 26
		SP:Iteration 34Q (147239.760000 sec): 3 clusters
  Score: Raw -472594.407061 + Penalty 2777.378711 = -469817.028350
  nChanged 23
		SP:Iteration 35Q (147239.960000 sec): 3 clusters
  Score: Raw -472600.993481 + Penalty 2777.378711 = -469823.614770
  nChanged 19
		SP:Iteration 36Q (147240.190000 sec): 3 clusters
  Score: Raw -472607.129146 + Penalty 2777.378711 = -469829.750436
  nChanged 14
		SP:Iteration 37Q (147240.420000 sec): 3 clusters
  Score: Raw -472610.852552 + Penalty 2777.378711 = -469833.473842
  nChanged 12
		SP:Iteration 38Q (147240.590000 sec): 3 clusters
  Score: Raw -472613.953461 + Penalty 2777.378711 = -469836.574750
  nChanged 15
		SP:Iteration 39Q (147240.780000 sec): 3 clusters
  Score: Raw -472618.025845 + Penalty 2777.378711 = -469840.647134
  nChanged 12
		SP:Iteration 40F (147241.030000 sec): 3 clusters
  Score: Raw -472621.850744 + Penalty 2777.378711 = -469844.472034
  nChanged 12
		SP:Iteration 41Q (147241.250000 sec): 3 clusters
  Score: Raw -472628.519129 + Penalty 2777.378711 = -469851.140419
  nChanged 18
		SP:Iteration 42Q (147241.470000 sec): 3 clusters
  Score: Raw -472634.841962 + Penalty 2777.378711 = -469857.463251
  nChanged 13
		SP:Iteration 43Q (147241.660000 sec): 3 clusters
  Score: Raw -472640.044661 + Penalty 2777.378711 = -469862.665950
  nChanged 12
		SP:Iteration 44Q (147241.900000 sec): 3 clusters
  Score: Raw -472645.394226 + Penalty 2777.378711 = -469868.015515
  nChanged 14
		SP:Iteration 45Q (147242.110000 sec): 3 clusters
  Score: Raw -472650.619203 + Penalty 2777.378711 = -469873.240492
  nChanged 14
		SP:Iteration 46Q (147242.300000 sec): 3 clusters
  Score: Raw -472654.310209 + Penalty 2777.378711 = -469876.931498
  nChanged 7
		SP:Iteration 47Q (147242.480000 sec): 3 clusters
  Score: Raw -472655.855026 + Penalty 2777.378711 = -469878.476315
  nChanged 10
		SP:Iteration 48Q (147242.670000 sec): 3 clusters
  Score: Raw -472658.607364 + Penalty 2777.378711 = -469881.228653
  nChanged 9
		SP:Iteration 49Q (147242.860000 sec): 3 clusters
  Score: Raw -472660.665168 + Penalty 2777.378711 = -469883.286457
  nChanged 4
		SP:Iteration 50Q (147243.040000 sec): 3 clusters
  Score: Raw -472661.085129 + Penalty 2777.378711 = -469883.706418
  nChanged 2
		SP:Iteration 51Q (147243.220000 sec): 3 clusters
  Score: Raw -472661.326175 + Penalty 2777.378711 = -469883.947465
  nChanged 2
		SP:Iteration 52Q (147243.430000 sec): 3 clusters
  Score: Raw -472661.608935 + Penalty 2777.378711 = -469884.230224
  nChanged 0
		SP:Iteration 53F (147243.610000 sec): 3 clusters
  Score: Raw -472661.608935 + Penalty 2777.378711 = -469884.230224
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147243.730000 sec): 2 clusters
  Score: Raw -631744.664067 + Penalty 1416.862519 = -630327.801548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147243.960000 sec): 3 clusters
  Score: Raw -628586.910975 + Penalty 2833.725038 = -625753.185937
  nChanged 2506
		SP:Iteration 1F (147244.200000 sec): 3 clusters
  Score: Raw -629982.101531 + Penalty 2833.725038 = -627148.376493
  nChanged 472
		SP:Iteration 2F (147244.400000 sec): 3 clusters
  Score: Raw -630273.798998 + Penalty 2833.725038 = -627440.073960
  nChanged 378
		SP:Iteration 3F (147244.610000 sec): 3 clusters
  Score: Raw -630508.420466 + Penalty 2833.725038 = -627674.695428
  nChanged 348
		SP:Iteration 4F (147244.810000 sec): 3 clusters
  Score: Raw -630736.733760 + Penalty 2833.725038 = -627903.008722
  nChanged 360
		SP:Iteration 5F (147245.010000 sec): 3 clusters
  Score: Raw -630996.029735 + Penalty 2833.725038 = -628162.304696
  nChanged 357
		SP:Iteration 6F (147245.200000 sec): 3 clusters
  Score: Raw -631256.711569 + Penalty 2833.725038 = -628422.986531
  nChanged 317
		SP:Iteration 7F (147245.430000 sec): 3 clusters
  Score: Raw -631454.678567 + Penalty 2833.725038 = -628620.953529
  nChanged 237
		SP:Iteration 8Q (147245.630000 sec): 3 clusters
  Score: Raw -631585.103352 + Penalty 2833.725038 = -628751.378314
  nChanged 199
		SP:Iteration 9Q (147245.830000 sec): 3 clusters
  Score: Raw -631675.456593 + Penalty 2833.725038 = -628841.731555
  nChanged 126
		SP:Iteration 10Q (147246.080000 sec): 3 clusters
  Score: Raw -631721.649852 + Penalty 2833.725038 = -628887.924814
  nChanged 77
		SP:Iteration 11Q (147246.250000 sec): 3 clusters
  Score: Raw -631745.449779 + Penalty 2833.725038 = -628911.724741
  nChanged 63
		SP:Iteration 12Q (147246.450000 sec): 3 clusters
  Score: Raw -631763.542923 + Penalty 2833.725038 = -628929.817885
  nChanged 56
		SP:Iteration 13Q (147246.690000 sec): 3 clusters
  Score: Raw -631779.668932 + Penalty 2833.725038 = -628945.943894
  nChanged 38
		SP:Iteration 14Q (147246.890000 sec): 3 clusters
  Score: Raw -631787.422726 + Penalty 2833.725038 = -628953.697688
  nChanged 27
		SP:Iteration 15Q (147247.120000 sec): 3 clusters
  Score: Raw -631793.216981 + Penalty 2833.725038 = -628959.491943
  nChanged 20
		SP:Iteration 16Q (147247.390000 sec): 3 clusters
  Score: Raw -631796.585963 + Penalty 2833.725038 = -628962.860925
  nChanged 17
		SP:Iteration 17Q (147247.580000 sec): 3 clusters
  Score: Raw -631799.658613 + Penalty 2833.725038 = -628965.933575
  nChanged 13
		SP:Iteration 18Q (147247.760000 sec): 3 clusters
  Score: Raw -631802.467870 + Penalty 2833.725038 = -628968.742832
  nChanged 11
		SP:Iteration 19Q (147247.940000 sec): 3 clusters
  Score: Raw -631804.819334 + Penalty 2833.725038 = -628971.094296
  nChanged 12
		SP:Iteration 20F (147248.130000 sec): 3 clusters
  Score: Raw -631807.058877 + Penalty 2833.725038 = -628973.333839
  nChanged 15
		SP:Iteration 21Q (147248.380000 sec): 3 clusters
  Score: Raw -631809.276360 + Penalty 2833.725038 = -628975.551322
  nChanged 6
		SP:Iteration 22Q (147248.610000 sec): 3 clusters
  Score: Raw -631810.100887 + Penalty 2833.725038 = -628976.375849
  nChanged 5
		SP:Iteration 23Q (147248.800000 sec): 3 clusters
  Score: Raw -631810.765707 + Penalty 2833.725038 = -628977.040669
  nChanged 5
		SP:Iteration 24Q (147248.970000 sec): 3 clusters
  Score: Raw -631811.292682 + Penalty 2833.725038 = -628977.567643
  nChanged 2
		SP:Iteration 25Q (147249.170000 sec): 3 clusters
  Score: Raw -631811.607155 + Penalty 2833.725038 = -628977.882117
  nChanged 1
		SP:Iteration 26Q (147249.340000 sec): 3 clusters
  Score: Raw -631811.922510 + Penalty 2833.725038 = -628978.197471
  nChanged 4
		SP:Iteration 27Q (147249.560000 sec): 3 clusters
  Score: Raw -631812.311482 + Penalty 2833.725038 = -628978.586444
  nChanged 1
		SP:Iteration 28Q (147249.830000 sec): 3 clusters
  Score: Raw -631812.382112 + Penalty 2833.725038 = -628978.657074
  nChanged 0
		SP:Iteration 29F (147250.020000 sec): 3 clusters
  Score: Raw -631812.382112 + Penalty 2833.725038 = -628978.657074
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147250.150000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147250.310000 sec): 3 clusters
  Score: Raw -49451.386988 + Penalty 2003.077311 = -47448.309676
  nChanged 103
		SP:Iteration 1F (147250.490000 sec): 3 clusters
  Score: Raw -49591.310630 + Penalty 2003.077311 = -47588.233319
  nChanged 30
		SP:Iteration 2F (147250.680000 sec): 3 clusters
  Score: Raw -49634.384246 + Penalty 2003.077311 = -47631.306935
  nChanged 8
		SP:Iteration 3Q (147250.870000 sec): 3 clusters
  Score: Raw -49648.265532 + Penalty 2003.077311 = -47645.188220
  nChanged 7
		SP:Iteration 4Q (147251.060000 sec): 3 clusters
  Score: Raw -49662.606404 + Penalty 2003.077311 = -47659.529092
  nChanged 8
		SP:Iteration 5Q (147251.240000 sec): 3 clusters
  Score: Raw -49677.674068 + Penalty 2003.077311 = -47674.596757
  nChanged 3
		SP:Iteration 6Q (147251.400000 sec): 3 clusters
  Score: Raw -49680.620937 + Penalty 2003.077311 = -47677.543626
  nChanged 3
		SP:Iteration 7Q (147251.570000 sec): 3 clusters
  Score: Raw -49685.290464 + Penalty 2003.077311 = -47682.213152
  nChanged 1
		SP:Iteration 8Q (147251.780000 sec): 3 clusters
  Score: Raw -49686.824836 + Penalty 2003.077311 = -47683.747524
  nChanged 1
		SP:Iteration 9Q (147251.980000 sec): 3 clusters
  Score: Raw -49687.991332 + Penalty 2003.077311 = -47684.914021
  nChanged 0
		SP:Iteration 10F (147252.190000 sec): 3 clusters
  Score: Raw -49687.991332 + Penalty 2003.077311 = -47684.914021
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147252.300000 sec): 2 clusters
  Score: Raw -441436.944366 + Penalty 1361.152103 = -440075.792263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147252.540000 sec): 3 clusters
  Score: Raw -439182.758285 + Penalty 2722.304206 = -436460.454080
  nChanged 1737
		SP:Iteration 1F (147252.760000 sec): 3 clusters
  Score: Raw -440193.654990 + Penalty 2722.304206 = -437471.350784
  nChanged 344
		SP:Iteration 2F (147252.940000 sec): 3 clusters
  Score: Raw -440382.883534 + Penalty 2722.304206 = -437660.579328
  nChanged 230
		SP:Iteration 3F (147253.120000 sec): 3 clusters
  Score: Raw -440492.610164 + Penalty 2722.304206 = -437770.305958
  nChanged 188
		SP:Iteration 4Q (147253.330000 sec): 3 clusters
  Score: Raw -440588.544540 + Penalty 2722.304206 = -437866.240334
  nChanged 189
		SP:Iteration 5Q (147253.520000 sec): 3 clusters
  Score: Raw -440687.429037 + Penalty 2722.304206 = -437965.124832
  nChanged 167
		SP:Iteration 6Q (147253.780000 sec): 3 clusters
  Score: Raw -440776.919621 + Penalty 2722.304206 = -438054.615415
  nChanged 162
		SP:Iteration 7Q (147253.940000 sec): 3 clusters
  Score: Raw -440858.219922 + Penalty 2722.304206 = -438135.915716
  nChanged 126
		SP:Iteration 8Q (147254.130000 sec): 3 clusters
  Score: Raw -440918.445972 + Penalty 2722.304206 = -438196.141766
  nChanged 104
		SP:Iteration 9Q (147254.300000 sec): 3 clusters
  Score: Raw -440966.711357 + Penalty 2722.304206 = -438244.407152
  nChanged 90
		SP:Iteration 10Q (147254.490000 sec): 3 clusters
  Score: Raw -441004.520987 + Penalty 2722.304206 = -438282.216781
  nChanged 84
		SP:Iteration 11Q (147254.640000 sec): 3 clusters
  Score: Raw -441042.675895 + Penalty 2722.304206 = -438320.371689
  nChanged 89
		SP:Iteration 12Q (147254.840000 sec): 3 clusters
  Score: Raw -441082.135676 + Penalty 2722.304206 = -438359.831470
  nChanged 74
		SP:Iteration 13Q (147255.000000 sec): 3 clusters
  Score: Raw -441110.659513 + Penalty 2722.304206 = -438388.355307
  nChanged 69
		SP:Iteration 14Q (147255.220000 sec): 3 clusters
  Score: Raw -441134.419456 + Penalty 2722.304206 = -438412.115250
  nChanged 51
		SP:Iteration 15Q (147255.420000 sec): 3 clusters
  Score: Raw -441150.571274 + Penalty 2722.304206 = -438428.267068
  nChanged 40
		SP:Iteration 16Q (147255.580000 sec): 3 clusters
  Score: Raw -441160.157412 + Penalty 2722.304206 = -438437.853206
  nChanged 33
		SP:Iteration 17Q (147255.850000 sec): 3 clusters
  Score: Raw -441168.890848 + Penalty 2722.304206 = -438446.586642
  nChanged 26
		SP:Iteration 18Q (147256.020000 sec): 3 clusters
  Score: Raw -441175.127611 + Penalty 2722.304206 = -438452.823405
  nChanged 21
		SP:Iteration 19Q (147256.210000 sec): 3 clusters
  Score: Raw -441181.328785 + Penalty 2722.304206 = -438459.024579
  nChanged 28
		SP:Iteration 20F (147256.400000 sec): 3 clusters
  Score: Raw -441190.591792 + Penalty 2722.304206 = -438468.287586
  nChanged 29
		SP:Iteration 21Q (147256.610000 sec): 3 clusters
  Score: Raw -441197.542925 + Penalty 2722.304206 = -438475.238720
  nChanged 14
		SP:Iteration 22Q (147256.830000 sec): 3 clusters
  Score: Raw -441200.729341 + Penalty 2722.304206 = -438478.425135
  nChanged 14
		SP:Iteration 23Q (147257.020000 sec): 3 clusters
  Score: Raw -441203.821370 + Penalty 2722.304206 = -438481.517165
  nChanged 15
		SP:Iteration 24Q (147257.220000 sec): 3 clusters
  Score: Raw -441208.716293 + Penalty 2722.304206 = -438486.412087
  nChanged 12
		SP:Iteration 25Q (147257.440000 sec): 3 clusters
  Score: Raw -441212.630577 + Penalty 2722.304206 = -438490.326371
  nChanged 10
		SP:Iteration 26Q (147257.640000 sec): 3 clusters
  Score: Raw -441215.701938 + Penalty 2722.304206 = -438493.397732
  nChanged 8
		SP:Iteration 27Q (147257.840000 sec): 3 clusters
  Score: Raw -441218.137177 + Penalty 2722.304206 = -438495.832971
  nChanged 6
		SP:Iteration 28Q (147258.060000 sec): 3 clusters
  Score: Raw -441219.087839 + Penalty 2722.304206 = -438496.783633
  nChanged 5
		SP:Iteration 29Q (147258.260000 sec): 3 clusters
  Score: Raw -441219.954309 + Penalty 2722.304206 = -438497.650104
  nChanged 5
		SP:Iteration 30Q (147258.470000 sec): 3 clusters
  Score: Raw -441221.000207 + Penalty 2722.304206 = -438498.696001
  nChanged 9
		SP:Iteration 31Q (147258.700000 sec): 3 clusters
  Score: Raw -441222.874993 + Penalty 2722.304206 = -438500.570787
  nChanged 7
		SP:Iteration 32Q (147258.900000 sec): 3 clusters
  Score: Raw -441224.514426 + Penalty 2722.304206 = -438502.210220
  nChanged 6
		SP:Iteration 33Q (147259.110000 sec): 3 clusters
  Score: Raw -441225.892212 + Penalty 2722.304206 = -438503.588007
  nChanged 4
		SP:Iteration 34Q (147259.300000 sec): 3 clusters
  Score: Raw -441226.692975 + Penalty 2722.304206 = -438504.388769
  nChanged 1
		SP:Iteration 35Q (147259.530000 sec): 3 clusters
  Score: Raw -441226.921776 + Penalty 2722.304206 = -438504.617571
  nChanged 2
		SP:Iteration 36Q (147259.740000 sec): 3 clusters
  Score: Raw -441227.378812 + Penalty 2722.304206 = -438505.074606
  nChanged 2
		SP:Iteration 37Q (147259.940000 sec): 3 clusters
  Score: Raw -441228.003507 + Penalty 2722.304206 = -438505.699301
  nChanged 1
		SP:Iteration 38Q (147260.170000 sec): 3 clusters
  Score: Raw -441228.271955 + Penalty 2722.304206 = -438505.967750
  nChanged 2
		SP:Iteration 39Q (147260.340000 sec): 3 clusters
  Score: Raw -441228.669783 + Penalty 2722.304206 = -438506.365578
  nChanged 0
		SP:Iteration 40F (147260.580000 sec): 3 clusters
  Score: Raw -441228.669783 + Penalty 2722.304206 = -438506.365578
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147260.680000 sec): 2 clusters
  Score: Raw -292735.726267 + Penalty 1293.892548 = -291441.833719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147260.840000 sec): 3 clusters
  Score: Raw -291366.841154 + Penalty 2587.785096 = -288779.056058
  nChanged 1090
		SP:Iteration 1F (147261.060000 sec): 3 clusters
  Score: Raw -292031.906979 + Penalty 2587.785096 = -289444.121883
  nChanged 237
		SP:Iteration 2F (147261.280000 sec): 3 clusters
  Score: Raw -292168.983562 + Penalty 2587.785096 = -289581.198466
  nChanged 152
		SP:Iteration 3F (147261.460000 sec): 3 clusters
  Score: Raw -292263.994887 + Penalty 2587.785096 = -289676.209790
  nChanged 113
		SP:Iteration 4Q (147261.610000 sec): 3 clusters
  Score: Raw -292328.761210 + Penalty 2587.785096 = -289740.976114
  nChanged 88
		SP:Iteration 5Q (147261.800000 sec): 3 clusters
  Score: Raw -292373.897353 + Penalty 2587.785096 = -289786.112257
  nChanged 56
		SP:Iteration 6Q (147262.020000 sec): 3 clusters
  Score: Raw -292399.453974 + Penalty 2587.785096 = -289811.668878
  nChanged 43
		SP:Iteration 7Q (147262.200000 sec): 3 clusters
  Score: Raw -292422.848860 + Penalty 2587.785096 = -289835.063763
  nChanged 39
		SP:Iteration 8Q (147262.380000 sec): 3 clusters
  Score: Raw -292440.705162 + Penalty 2587.785096 = -289852.920066
  nChanged 35
		SP:Iteration 9Q (147262.600000 sec): 3 clusters
  Score: Raw -292458.934323 + Penalty 2587.785096 = -289871.149227
  nChanged 40
		SP:Iteration 10Q (147262.850000 sec): 3 clusters
  Score: Raw -292482.891410 + Penalty 2587.785096 = -289895.106314
  nChanged 43
		SP:Iteration 11Q (147263.000000 sec): 3 clusters
  Score: Raw -292503.521627 + Penalty 2587.785096 = -289915.736531
  nChanged 39
		SP:Iteration 12Q (147263.230000 sec): 3 clusters
  Score: Raw -292520.953645 + Penalty 2587.785096 = -289933.168549
  nChanged 38
		SP:Iteration 13Q (147263.400000 sec): 3 clusters
  Score: Raw -292538.319603 + Penalty 2587.785096 = -289950.534507
  nChanged 39
		SP:Iteration 14Q (147263.590000 sec): 3 clusters
  Score: Raw -292555.617309 + Penalty 2587.785096 = -289967.832213
  nChanged 29
		SP:Iteration 15Q (147263.770000 sec): 3 clusters
  Score: Raw -292568.707298 + Penalty 2587.785096 = -289980.922202
  nChanged 18
		SP:Iteration 16Q (147263.990000 sec): 3 clusters
  Score: Raw -292575.654597 + Penalty 2587.785096 = -289987.869501
  nChanged 16
		SP:Iteration 17Q (147264.140000 sec): 3 clusters
  Score: Raw -292582.187956 + Penalty 2587.785096 = -289994.402860
  nChanged 23
		SP:Iteration 18Q (147264.340000 sec): 3 clusters
  Score: Raw -292590.530259 + Penalty 2587.785096 = -290002.745163
  nChanged 18
		SP:Iteration 19Q (147264.540000 sec): 3 clusters
  Score: Raw -292600.088334 + Penalty 2587.785096 = -290012.303238
  nChanged 20
		SP:Iteration 20F (147264.760000 sec): 3 clusters
  Score: Raw -292609.079753 + Penalty 2587.785096 = -290021.294657
  nChanged 25
		SP:Iteration 21Q (147264.960000 sec): 3 clusters
  Score: Raw -292619.814849 + Penalty 2587.785096 = -290032.029753
  nChanged 33
		SP:Iteration 22Q (147265.130000 sec): 3 clusters
  Score: Raw -292636.809295 + Penalty 2587.785096 = -290049.024199
  nChanged 29
		SP:Iteration 23Q (147265.370000 sec): 3 clusters
  Score: Raw -292651.701667 + Penalty 2587.785096 = -290063.916571
  nChanged 28
		SP:Iteration 24Q (147265.530000 sec): 3 clusters
  Score: Raw -292665.635186 + Penalty 2587.785096 = -290077.850090
  nChanged 34
		SP:Iteration 25Q (147265.720000 sec): 3 clusters
  Score: Raw -292686.382079 + Penalty 2587.785096 = -290098.596983
  nChanged 36
		SP:Iteration 26Q (147265.930000 sec): 3 clusters
  Score: Raw -292706.266690 + Penalty 2587.785096 = -290118.481594
  nChanged 27
		SP:Iteration 27Q (147266.130000 sec): 3 clusters
  Score: Raw -292718.948999 + Penalty 2587.785096 = -290131.163903
  nChanged 21
		SP:Iteration 28Q (147266.300000 sec): 3 clusters
  Score: Raw -292732.262642 + Penalty 2587.785096 = -290144.477546
  nChanged 24
		SP:Iteration 29Q (147266.530000 sec): 3 clusters
  Score: Raw -292746.759091 + Penalty 2587.785096 = -290158.973995
  nChanged 28
		SP:Iteration 30Q (147266.730000 sec): 3 clusters
  Score: Raw -292764.651303 + Penalty 2587.785096 = -290176.866207
  nChanged 21
		SP:Iteration 31Q (147266.930000 sec): 3 clusters
  Score: Raw -292778.028675 + Penalty 2587.785096 = -290190.243579
  nChanged 17
		SP:Iteration 32Q (147267.100000 sec): 3 clusters
  Score: Raw -292787.017633 + Penalty 2587.785096 = -290199.232537
  nChanged 11
		SP:Iteration 33Q (147267.330000 sec): 3 clusters
  Score: Raw -292793.612890 + Penalty 2587.785096 = -290205.827794
  nChanged 17
		SP:Iteration 34Q (147267.550000 sec): 3 clusters
  Score: Raw -292798.728724 + Penalty 2587.785096 = -290210.943628
  nChanged 9
		SP:Iteration 35Q (147267.760000 sec): 3 clusters
  Score: Raw -292804.397128 + Penalty 2587.785096 = -290216.612032
  nChanged 11
		SP:Iteration 36Q (147267.930000 sec): 3 clusters
  Score: Raw -292811.330556 + Penalty 2587.785096 = -290223.545460
  nChanged 9
		SP:Iteration 37Q (147268.110000 sec): 3 clusters
  Score: Raw -292816.506800 + Penalty 2587.785096 = -290228.721704
  nChanged 10
		SP:Iteration 38Q (147268.310000 sec): 3 clusters
  Score: Raw -292820.863830 + Penalty 2587.785096 = -290233.078734
  nChanged 8
		SP:Iteration 39Q (147268.470000 sec): 3 clusters
  Score: Raw -292825.537930 + Penalty 2587.785096 = -290237.752834
  nChanged 6
		SP:Iteration 40F (147268.720000 sec): 3 clusters
  Score: Raw -292828.292364 + Penalty 2587.785096 = -290240.507268
  nChanged 8
		SP:Iteration 41Q (147268.900000 sec): 3 clusters
  Score: Raw -292831.995213 + Penalty 2587.785096 = -290244.210117
  nChanged 9
		SP:Iteration 42Q (147269.070000 sec): 3 clusters
  Score: Raw -292836.637703 + Penalty 2587.785096 = -290248.852607
  nChanged 6
		SP:Iteration 43Q (147269.270000 sec): 3 clusters
  Score: Raw -292839.893230 + Penalty 2587.785096 = -290252.108134
  nChanged 8
		SP:Iteration 44Q (147269.420000 sec): 3 clusters
  Score: Raw -292844.231942 + Penalty 2587.785096 = -290256.446846
  nChanged 4
		SP:Iteration 45Q (147269.630000 sec): 3 clusters
  Score: Raw -292847.238292 + Penalty 2587.785096 = -290259.453196
  nChanged 4
		SP:Iteration 46Q (147269.830000 sec): 3 clusters
  Score: Raw -292849.748338 + Penalty 2587.785096 = -290261.963242
  nChanged 3
		SP:Iteration 47Q (147270.000000 sec): 3 clusters
  Score: Raw -292850.748231 + Penalty 2587.785096 = -290262.963135
  nChanged 2
		SP:Iteration 48Q (147270.210000 sec): 3 clusters
  Score: Raw -292852.163480 + Penalty 2587.785096 = -290264.378384
  nChanged 1
		SP:Iteration 49Q (147270.360000 sec): 3 clusters
  Score: Raw -292852.691013 + Penalty 2587.785096 = -290264.905917
  nChanged 3
		SP:Iteration 50Q (147270.580000 sec): 3 clusters
  Score: Raw -292854.589527 + Penalty 2587.785096 = -290266.804431
  nChanged 6
		SP:Iteration 51Q (147270.760000 sec): 3 clusters
  Score: Raw -292857.477153 + Penalty 2587.785096 = -290269.692057
  nChanged 4
		SP:Iteration 52Q (147270.930000 sec): 3 clusters
  Score: Raw -292859.832914 + Penalty 2587.785096 = -290272.047818
  nChanged 9
		SP:Iteration 53Q (147271.170000 sec): 3 clusters
  Score: Raw -292863.256952 + Penalty 2587.785096 = -290275.471856
  nChanged 3
		SP:Iteration 54Q (147271.350000 sec): 3 clusters
  Score: Raw -292864.404324 + Penalty 2587.785096 = -290276.619228
  nChanged 1
		SP:Iteration 55Q (147271.510000 sec): 3 clusters
  Score: Raw -292864.858839 + Penalty 2587.785096 = -290277.073743
  nChanged 1
		SP:Iteration 56Q (147271.710000 sec): 3 clusters
  Score: Raw -292865.232394 + Penalty 2587.785096 = -290277.447298
  nChanged 2
		SP:Iteration 57Q (147271.890000 sec): 3 clusters
  Score: Raw -292865.887825 + Penalty 2587.785096 = -290278.102729
  nChanged 0
		SP:Iteration 58F (147272.090000 sec): 3 clusters
  Score: Raw -292865.887825 + Penalty 2587.785096 = -290278.102729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147272.240000 sec): 2 clusters
  Score: Raw -665331.707940 + Penalty 1442.415799 = -663889.292141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147272.470000 sec): 3 clusters
  Score: Raw -661499.589556 + Penalty 2884.831597 = -658614.757958
  nChanged 2990
		SP:Iteration 1F (147272.680000 sec): 3 clusters
  Score: Raw -663486.655542 + Penalty 2884.831597 = -660601.823945
  nChanged 660
		SP:Iteration 2F (147272.920000 sec): 3 clusters
  Score: Raw -664043.101263 + Penalty 2884.831597 = -661158.269666
  nChanged 577
		SP:Iteration 3F (147273.140000 sec): 3 clusters
  Score: Raw -664542.538488 + Penalty 2884.831597 = -661657.706891
  nChanged 464
		SP:Iteration 4F (147273.310000 sec): 3 clusters
  Score: Raw -664876.356715 + Penalty 2884.831597 = -661991.525118
  nChanged 377
		SP:Iteration 5F (147273.510000 sec): 3 clusters
  Score: Raw -665099.776868 + Penalty 2884.831597 = -662214.945270
  nChanged 285
		SP:Iteration 6Q (147273.770000 sec): 3 clusters
  Score: Raw -665248.850305 + Penalty 2884.831597 = -662364.018708
  nChanged 221
		SP:Iteration 7Q (147273.980000 sec): 3 clusters
  Score: Raw -665349.759521 + Penalty 2884.831597 = -662464.927924
  nChanged 170
		SP:Iteration 8Q (147274.200000 sec): 3 clusters
  Score: Raw -665418.985776 + Penalty 2884.831597 = -662534.154179
  nChanged 155
		SP:Iteration 9Q (147274.400000 sec): 3 clusters
  Score: Raw -665488.159568 + Penalty 2884.831597 = -662603.327971
  nChanged 132
		SP:Iteration 10Q (147274.590000 sec): 3 clusters
  Score: Raw -665548.949383 + Penalty 2884.831597 = -662664.117786
  nChanged 119
		SP:Iteration 11Q (147274.830000 sec): 3 clusters
  Score: Raw -665596.459538 + Penalty 2884.831597 = -662711.627940
  nChanged 104
		SP:Iteration 12Q (147275.020000 sec): 3 clusters
  Score: Raw -665631.574027 + Penalty 2884.831597 = -662746.742430
  nChanged 95
		SP:Iteration 13Q (147275.250000 sec): 3 clusters
  Score: Raw -665665.776601 + Penalty 2884.831597 = -662780.945003
  nChanged 87
		SP:Iteration 14Q (147275.430000 sec): 3 clusters
  Score: Raw -665701.597091 + Penalty 2884.831597 = -662816.765494
  nChanged 76
		SP:Iteration 15Q (147275.620000 sec): 3 clusters
  Score: Raw -665730.332227 + Penalty 2884.831597 = -662845.500630
  nChanged 65
		SP:Iteration 16Q (147275.790000 sec): 3 clusters
  Score: Raw -665754.240791 + Penalty 2884.831597 = -662869.409193
  nChanged 61
		SP:Iteration 17Q (147276.050000 sec): 3 clusters
  Score: Raw -665775.777416 + Penalty 2884.831597 = -662890.945819
  nChanged 61
		SP:Iteration 18Q (147276.270000 sec): 3 clusters
  Score: Raw -665792.836551 + Penalty 2884.831597 = -662908.004954
  nChanged 50
		SP:Iteration 19Q (147276.510000 sec): 3 clusters
  Score: Raw -665807.362594 + Penalty 2884.831597 = -662922.530997
  nChanged 41
		SP:Iteration 20F (147276.760000 sec): 3 clusters
  Score: Raw -665817.150356 + Penalty 2884.831597 = -662932.318758
  nChanged 37
		SP:Iteration 21Q (147276.980000 sec): 3 clusters
  Score: Raw -665825.388749 + Penalty 2884.831597 = -662940.557151
  nChanged 33
		SP:Iteration 22Q (147277.200000 sec): 3 clusters
  Score: Raw -665834.428953 + Penalty 2884.831597 = -662949.597356
  nChanged 31
		SP:Iteration 23Q (147277.400000 sec): 3 clusters
  Score: Raw -665844.203002 + Penalty 2884.831597 = -662959.371405
  nChanged 40
		SP:Iteration 24Q (147277.590000 sec): 3 clusters
  Score: Raw -665856.819806 + Penalty 2884.831597 = -662971.988209
  nChanged 34
		SP:Iteration 25Q (147277.810000 sec): 3 clusters
  Score: Raw -665868.004003 + Penalty 2884.831597 = -662983.172405
  nChanged 41
		SP:Iteration 26Q (147278.070000 sec): 3 clusters
  Score: Raw -665881.649942 + Penalty 2884.831597 = -662996.818345
  nChanged 38
		SP:Iteration 27Q (147278.290000 sec): 3 clusters
  Score: Raw -665891.036970 + Penalty 2884.831597 = -663006.205373
  nChanged 39
		SP:Iteration 28Q (147278.490000 sec): 3 clusters
  Score: Raw -665901.629576 + Penalty 2884.831597 = -663016.797979
  nChanged 43
		SP:Iteration 29Q (147278.760000 sec): 3 clusters
  Score: Raw -665915.254904 + Penalty 2884.831597 = -663030.423306
  nChanged 42
		SP:Iteration 30Q (147278.980000 sec): 3 clusters
  Score: Raw -665925.344048 + Penalty 2884.831597 = -663040.512451
  nChanged 39
		SP:Iteration 31Q (147279.230000 sec): 3 clusters
  Score: Raw -665938.148494 + Penalty 2884.831597 = -663053.316897
  nChanged 48
		SP:Iteration 32Q (147279.450000 sec): 3 clusters
  Score: Raw -665951.241897 + Penalty 2884.831597 = -663066.410299
  nChanged 40
		SP:Iteration 33Q (147279.720000 sec): 3 clusters
  Score: Raw -665962.898152 + Penalty 2884.831597 = -663078.066555
  nChanged 27
		SP:Iteration 34Q (147279.890000 sec): 3 clusters
  Score: Raw -665968.886771 + Penalty 2884.831597 = -663084.055173
  nChanged 19
		SP:Iteration 35Q (147280.120000 sec): 3 clusters
  Score: Raw -665974.447556 + Penalty 2884.831597 = -663089.615959
  nChanged 21
		SP:Iteration 36Q (147280.310000 sec): 3 clusters
  Score: Raw -665980.393737 + Penalty 2884.831597 = -663095.562140
  nChanged 31
		SP:Iteration 37Q (147280.550000 sec): 3 clusters
  Score: Raw -665988.979685 + Penalty 2884.831597 = -663104.148088
  nChanged 26
		SP:Iteration 38Q (147280.720000 sec): 3 clusters
  Score: Raw -665996.148638 + Penalty 2884.831597 = -663111.317041
  nChanged 29
		SP:Iteration 39Q (147280.920000 sec): 3 clusters
  Score: Raw -666002.670839 + Penalty 2884.831597 = -663117.839241
  nChanged 20
		SP:Iteration 40F (147281.110000 sec): 3 clusters
  Score: Raw -666007.282329 + Penalty 2884.831597 = -663122.450731
  nChanged 18
		SP:Iteration 41Q (147281.330000 sec): 3 clusters
  Score: Raw -666010.050310 + Penalty 2884.831597 = -663125.218713
  nChanged 10
		SP:Iteration 42Q (147281.500000 sec): 3 clusters
  Score: Raw -666011.847292 + Penalty 2884.831597 = -663127.015694
  nChanged 7
		SP:Iteration 43Q (147281.710000 sec): 3 clusters
  Score: Raw -666013.384741 + Penalty 2884.831597 = -663128.553144
  nChanged 6
		SP:Iteration 44Q (147281.900000 sec): 3 clusters
  Score: Raw -666014.556006 + Penalty 2884.831597 = -663129.724409
  nChanged 9
		SP:Iteration 45Q (147282.110000 sec): 3 clusters
  Score: Raw -666015.895837 + Penalty 2884.831597 = -663131.064239
  nChanged 7
		SP:Iteration 46Q (147282.330000 sec): 3 clusters
  Score: Raw -666017.105999 + Penalty 2884.831597 = -663132.274401
  nChanged 8
		SP:Iteration 47Q (147282.540000 sec): 3 clusters
  Score: Raw -666018.675357 + Penalty 2884.831597 = -663133.843760
  nChanged 12
		SP:Iteration 48Q (147282.770000 sec): 3 clusters
  Score: Raw -666020.768977 + Penalty 2884.831597 = -663135.937379
  nChanged 8
		SP:Iteration 49Q (147282.970000 sec): 3 clusters
  Score: Raw -666022.434418 + Penalty 2884.831597 = -663137.602821
  nChanged 7
		SP:Iteration 50Q (147283.150000 sec): 3 clusters
  Score: Raw -666023.790907 + Penalty 2884.831597 = -663138.959310
  nChanged 9
		SP:Iteration 51Q (147283.330000 sec): 3 clusters
  Score: Raw -666025.814096 + Penalty 2884.831597 = -663140.982498
  nChanged 11
		SP:Iteration 52Q (147283.570000 sec): 3 clusters
  Score: Raw -666029.020314 + Penalty 2884.831597 = -663144.188716
  nChanged 15
		SP:Iteration 53Q (147283.780000 sec): 3 clusters
  Score: Raw -666033.128973 + Penalty 2884.831597 = -663148.297376
  nChanged 13
		SP:Iteration 54Q (147283.980000 sec): 3 clusters
  Score: Raw -666036.188480 + Penalty 2884.831597 = -663151.356883
  nChanged 12
		SP:Iteration 55Q (147284.150000 sec): 3 clusters
  Score: Raw -666039.515760 + Penalty 2884.831597 = -663154.684162
  nChanged 10
		SP:Iteration 56Q (147284.340000 sec): 3 clusters
  Score: Raw -666041.920753 + Penalty 2884.831597 = -663157.089156
  nChanged 11
		SP:Iteration 57Q (147284.530000 sec): 3 clusters
  Score: Raw -666044.504200 + Penalty 2884.831597 = -663159.672602
  nChanged 6
		SP:Iteration 58Q (147284.720000 sec): 3 clusters
  Score: Raw -666045.528411 + Penalty 2884.831597 = -663160.696814
  nChanged 7
		SP:Iteration 59Q (147284.960000 sec): 3 clusters
  Score: Raw -666047.415496 + Penalty 2884.831597 = -663162.583898
  nChanged 10
		SP:Iteration 60F (147285.150000 sec): 3 clusters
  Score: Raw -666050.095670 + Penalty 2884.831597 = -663165.264072
  nChanged 12
		SP:Iteration 61Q (147285.330000 sec): 3 clusters
  Score: Raw -666052.095384 + Penalty 2884.831597 = -663167.263787
  nChanged 9
		SP:Iteration 62Q (147285.510000 sec): 3 clusters
  Score: Raw -666054.204289 + Penalty 2884.831597 = -663169.372692
  nChanged 10
		SP:Iteration 63Q (147285.710000 sec): 3 clusters
  Score: Raw -666056.613219 + Penalty 2884.831597 = -663171.781621
  nChanged 10
		SP:Iteration 64Q (147285.920000 sec): 3 clusters
  Score: Raw -666058.511933 + Penalty 2884.831597 = -663173.680336
  nChanged 7
		SP:Iteration 65Q (147286.120000 sec): 3 clusters
  Score: Raw -666059.692652 + Penalty 2884.831597 = -663174.861054
  nChanged 3
		SP:Iteration 66Q (147286.280000 sec): 3 clusters
  Score: Raw -666060.009012 + Penalty 2884.831597 = -663175.177415
  nChanged 1
		SP:Iteration 67Q (147286.470000 sec): 3 clusters
  Score: Raw -666060.142327 + Penalty 2884.831597 = -663175.310730
  nChanged 3
		SP:Iteration 68Q (147286.680000 sec): 3 clusters
  Score: Raw -666060.480189 + Penalty 2884.831597 = -663175.648592
  nChanged 1
		SP:Iteration 69Q (147286.890000 sec): 3 clusters
  Score: Raw -666060.586912 + Penalty 2884.831597 = -663175.755315
  nChanged 0
		SP:Iteration 70F (147287.110000 sec): 3 clusters
  Score: Raw -666060.586912 + Penalty 2884.831597 = -663175.755315
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147287.210000 sec): 2 clusters
  Score: Raw -160507.937278 + Penalty 1189.370400 = -159318.566879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147287.410000 sec): 3 clusters
  Score: Raw -159871.502851 + Penalty 2378.740799 = -157492.762052
  nChanged 483
		SP:Iteration 1F (147287.540000 sec): 3 clusters
  Score: Raw -160189.210824 + Penalty 2378.740799 = -157810.470025
  nChanged 115
		SP:Iteration 2F (147287.730000 sec): 3 clusters
  Score: Raw -160276.451160 + Penalty 2378.740799 = -157897.710361
  nChanged 61
		SP:Iteration 3Q (147287.880000 sec): 3 clusters
  Score: Raw -160319.818103 + Penalty 2378.740799 = -157941.077304
  nChanged 46
		SP:Iteration 4Q (147288.080000 sec): 3 clusters
  Score: Raw -160358.045088 + Penalty 2378.740799 = -157979.304289
  nChanged 50
		SP:Iteration 5Q (147288.220000 sec): 3 clusters
  Score: Raw -160396.310884 + Penalty 2378.740799 = -158017.570085
  nChanged 32
		SP:Iteration 6Q (147288.400000 sec): 3 clusters
  Score: Raw -160423.708185 + Penalty 2378.740799 = -158044.967386
  nChanged 35
		SP:Iteration 7Q (147288.590000 sec): 3 clusters
  Score: Raw -160454.992573 + Penalty 2378.740799 = -158076.251774
  nChanged 34
		SP:Iteration 8Q (147288.790000 sec): 3 clusters
  Score: Raw -160479.802233 + Penalty 2378.740799 = -158101.061434
  nChanged 27
		SP:Iteration 9Q (147288.940000 sec): 3 clusters
  Score: Raw -160504.265614 + Penalty 2378.740799 = -158125.524815
  nChanged 24
		SP:Iteration 10Q (147289.100000 sec): 3 clusters
  Score: Raw -160523.681201 + Penalty 2378.740799 = -158144.940402
  nChanged 19
		SP:Iteration 11Q (147289.280000 sec): 3 clusters
  Score: Raw -160537.298620 + Penalty 2378.740799 = -158158.557820
  nChanged 19
		SP:Iteration 12Q (147289.460000 sec): 3 clusters
  Score: Raw -160550.607017 + Penalty 2378.740799 = -158171.866218
  nChanged 14
		SP:Iteration 13Q (147289.620000 sec): 3 clusters
  Score: Raw -160559.646970 + Penalty 2378.740799 = -158180.906171
  nChanged 11
		SP:Iteration 14Q (147289.820000 sec): 3 clusters
  Score: Raw -160566.494692 + Penalty 2378.740799 = -158187.753893
  nChanged 8
		SP:Iteration 15Q (147289.960000 sec): 3 clusters
  Score: Raw -160569.847575 + Penalty 2378.740799 = -158191.106776
  nChanged 5
		SP:Iteration 16Q (147290.160000 sec): 3 clusters
  Score: Raw -160571.402871 + Penalty 2378.740799 = -158192.662072
  nChanged 2
		SP:Iteration 17Q (147290.300000 sec): 3 clusters
  Score: Raw -160572.397209 + Penalty 2378.740799 = -158193.656410
  nChanged 2
		SP:Iteration 18Q (147290.520000 sec): 3 clusters
  Score: Raw -160573.097026 + Penalty 2378.740799 = -158194.356227
  nChanged 4
		SP:Iteration 19Q (147290.730000 sec): 3 clusters
  Score: Raw -160575.948985 + Penalty 2378.740799 = -158197.208186
  nChanged 2
		SP:Iteration 20F (147290.890000 sec): 3 clusters
  Score: Raw -160576.429776 + Penalty 2378.740799 = -158197.688977
  nChanged 3
		SP:Iteration 21Q (147291.100000 sec): 3 clusters
  Score: Raw -160578.519392 + Penalty 2378.740799 = -158199.778592
  nChanged 5
		SP:Iteration 22Q (147291.260000 sec): 3 clusters
  Score: Raw -160581.457787 + Penalty 2378.740799 = -158202.716988
  nChanged 6
		SP:Iteration 23Q (147291.440000 sec): 3 clusters
  Score: Raw -160584.499428 + Penalty 2378.740799 = -158205.758629
  nChanged 6
		SP:Iteration 24Q (147291.630000 sec): 3 clusters
  Score: Raw -160588.288890 + Penalty 2378.740799 = -158209.548091
  nChanged 2
		SP:Iteration 25Q (147291.820000 sec): 3 clusters
  Score: Raw -160589.719511 + Penalty 2378.740799 = -158210.978712
  nChanged 3
		SP:Iteration 26Q (147292.010000 sec): 3 clusters
  Score: Raw -160592.043892 + Penalty 2378.740799 = -158213.303093
  nChanged 2
		SP:Iteration 27Q (147292.190000 sec): 3 clusters
  Score: Raw -160592.427196 + Penalty 2378.740799 = -158213.686397
  nChanged 1
		SP:Iteration 28Q (147292.390000 sec): 3 clusters
  Score: Raw -160593.150322 + Penalty 2378.740799 = -158214.409523
  nChanged 2
		SP:Iteration 29Q (147292.550000 sec): 3 clusters
  Score: Raw -160594.052133 + Penalty 2378.740799 = -158215.311334
  nChanged 0
		SP:Iteration 30F (147292.730000 sec): 3 clusters
  Score: Raw -160594.052133 + Penalty 2378.740799 = -158215.311334
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147292.880000 sec): 2 clusters
  Score: Raw -227769.825345 + Penalty 1256.010547 = -226513.814798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147293.080000 sec): 3 clusters
  Score: Raw -226784.171356 + Penalty 2512.021094 = -224272.150262
  nChanged 828
		SP:Iteration 1F (147293.280000 sec): 3 clusters
  Score: Raw -227275.707012 + Penalty 2512.021094 = -224763.685917
  nChanged 187
		SP:Iteration 2F (147293.480000 sec): 3 clusters
  Score: Raw -227434.534941 + Penalty 2512.021094 = -224922.513847
  nChanged 137
		SP:Iteration 3F (147293.640000 sec): 3 clusters
  Score: Raw -227560.143298 + Penalty 2512.021094 = -225048.122204
  nChanged 118
		SP:Iteration 4F (147293.840000 sec): 3 clusters
  Score: Raw -227688.528061 + Penalty 2512.021094 = -225176.506967
  nChanged 116
		SP:Iteration 5F (147293.980000 sec): 3 clusters
  Score: Raw -227851.234659 + Penalty 2512.021094 = -225339.213565
  nChanged 124
		SP:Iteration 6F (147294.190000 sec): 3 clusters
  Score: Raw -228024.079273 + Penalty 2512.021094 = -225512.058179
  nChanged 107
		SP:Iteration 7Q (147294.370000 sec): 3 clusters
  Score: Raw -228148.861734 + Penalty 2512.021094 = -225636.840640
  nChanged 94
		SP:Iteration 8Q (147294.570000 sec): 3 clusters
  Score: Raw -228253.492140 + Penalty 2512.021094 = -225741.471046
  nChanged 77
		SP:Iteration 9Q (147294.770000 sec): 3 clusters
  Score: Raw -228327.061102 + Penalty 2512.021094 = -225815.040008
  nChanged 52
		SP:Iteration 10Q (147294.950000 sec): 3 clusters
  Score: Raw -228371.487368 + Penalty 2512.021094 = -225859.466274
  nChanged 39
		SP:Iteration 11Q (147295.130000 sec): 3 clusters
  Score: Raw -228409.408813 + Penalty 2512.021094 = -225897.387719
  nChanged 35
		SP:Iteration 12Q (147295.310000 sec): 3 clusters
  Score: Raw -228450.560329 + Penalty 2512.021094 = -225938.539235
  nChanged 43
		SP:Iteration 13Q (147295.460000 sec): 3 clusters
  Score: Raw -228485.827529 + Penalty 2512.021094 = -225973.806435
  nChanged 37
		SP:Iteration 14Q (147295.620000 sec): 3 clusters
  Score: Raw -228514.492432 + Penalty 2512.021094 = -226002.471338
  nChanged 36
		SP:Iteration 15Q (147295.840000 sec): 3 clusters
  Score: Raw -228544.928519 + Penalty 2512.021094 = -226032.907425
  nChanged 39
		SP:Iteration 16Q (147296.050000 sec): 3 clusters
  Score: Raw -228584.365373 + Penalty 2512.021094 = -226072.344279
  nChanged 44
		SP:Iteration 17Q (147296.280000 sec): 3 clusters
  Score: Raw -228635.805911 + Penalty 2512.021094 = -226123.784817
  nChanged 39
		SP:Iteration 18Q (147296.460000 sec): 3 clusters
  Score: Raw -228681.427523 + Penalty 2512.021094 = -226169.406428
  nChanged 43
		SP:Iteration 19Q (147296.640000 sec): 3 clusters
  Score: Raw -228762.120346 + Penalty 2512.021094 = -226250.099252
  nChanged 51
		SP:Iteration 20F (147296.860000 sec): 3 clusters
  Score: Raw -228881.607840 + Penalty 2512.021094 = -226369.586746
  nChanged 39
		SP:Iteration 21Q (147297.030000 sec): 3 clusters
  Score: Raw -228975.227613 + Penalty 2512.021094 = -226463.206519
  nChanged 27
		SP:Iteration 22Q (147297.230000 sec): 3 clusters
  Score: Raw -229012.956328 + Penalty 2512.021094 = -226500.935234
  nChanged 13
		SP:Iteration 23Q (147297.400000 sec): 3 clusters
  Score: Raw -229020.975094 + Penalty 2512.021094 = -226508.954000
  nChanged 3
		SP:Iteration 24Q (147297.580000 sec): 3 clusters
  Score: Raw -229023.060066 + Penalty 2512.021094 = -226511.038972
  nChanged 2
		SP:Iteration 25Q (147297.770000 sec): 3 clusters
  Score: Raw -229023.642109 + Penalty 2512.021094 = -226511.621015
  nChanged 0
		SP:Iteration 26F (147298.040000 sec): 3 clusters
  Score: Raw -229023.642109 + Penalty 2512.021094 = -226511.621015
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147298.190000 sec): 2 clusters
  Score: Raw -717535.333541 + Penalty 1429.380491 = -716105.953051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147298.360000 sec): 3 clusters
  Score: Raw -713971.709412 + Penalty 2858.760982 = -711112.948430
  nChanged 2773
		SP:Iteration 1F (147298.600000 sec): 3 clusters
  Score: Raw -715424.326221 + Penalty 2858.760982 = -712565.565239
  nChanged 469
		SP:Iteration 2F (147298.850000 sec): 3 clusters
  Score: Raw -715661.620463 + Penalty 2858.760982 = -712802.859482
  nChanged 360
		SP:Iteration 3F (147299.070000 sec): 3 clusters
  Score: Raw -715821.647156 + Penalty 2858.760982 = -712962.886174
  nChanged 276
		SP:Iteration 4Q (147299.300000 sec): 3 clusters
  Score: Raw -715932.830547 + Penalty 2858.760982 = -713074.069565
  nChanged 241
		SP:Iteration 5Q (147299.570000 sec): 3 clusters
  Score: Raw -716039.331309 + Penalty 2858.760982 = -713180.570327
  nChanged 216
		SP:Iteration 6Q (147299.810000 sec): 3 clusters
  Score: Raw -716125.353450 + Penalty 2858.760982 = -713266.592468
  nChanged 188
		SP:Iteration 7Q (147300.030000 sec): 3 clusters
  Score: Raw -716215.722956 + Penalty 2858.760982 = -713356.961974
  nChanged 202
		SP:Iteration 8Q (147300.240000 sec): 3 clusters
  Score: Raw -716313.607370 + Penalty 2858.760982 = -713454.846388
  nChanged 211
		SP:Iteration 9Q (147300.430000 sec): 3 clusters
  Score: Raw -716423.443686 + Penalty 2858.760982 = -713564.682704
  nChanged 202
		SP:Iteration 10Q (147300.660000 sec): 3 clusters
  Score: Raw -716531.288563 + Penalty 2858.760982 = -713672.527582
  nChanged 208
		SP:Iteration 11Q (147300.910000 sec): 3 clusters
  Score: Raw -716630.753163 + Penalty 2858.760982 = -713771.992181
  nChanged 193
		SP:Iteration 12Q (147301.100000 sec): 3 clusters
  Score: Raw -716722.122140 + Penalty 2858.760982 = -713863.361158
  nChanged 152
		SP:Iteration 13Q (147301.320000 sec): 3 clusters
  Score: Raw -716789.976838 + Penalty 2858.760982 = -713931.215857
  nChanged 152
		SP:Iteration 14Q (147301.560000 sec): 3 clusters
  Score: Raw -716866.494890 + Penalty 2858.760982 = -714007.733908
  nChanged 168
		SP:Iteration 15Q (147301.760000 sec): 3 clusters
  Score: Raw -716947.700373 + Penalty 2858.760982 = -714088.939391
  nChanged 146
		SP:Iteration 16Q (147301.970000 sec): 3 clusters
  Score: Raw -717017.755223 + Penalty 2858.760982 = -714158.994241
  nChanged 125
		SP:Iteration 17Q (147302.180000 sec): 3 clusters
  Score: Raw -717079.980980 + Penalty 2858.760982 = -714221.219999
  nChanged 120
		SP:Iteration 18Q (147302.390000 sec): 3 clusters
  Score: Raw -717137.543404 + Penalty 2858.760982 = -714278.782422
  nChanged 100
		SP:Iteration 19Q (147302.630000 sec): 3 clusters
  Score: Raw -717183.758495 + Penalty 2858.760982 = -714324.997514
  nChanged 90
		SP:Iteration 20F (147302.830000 sec): 3 clusters
  Score: Raw -717223.658019 + Penalty 2858.760982 = -714364.897038
  nChanged 74
		SP:Iteration 21Q (147303.020000 sec): 3 clusters
  Score: Raw -717254.281630 + Penalty 2858.760982 = -714395.520648
  nChanged 69
		SP:Iteration 22Q (147303.240000 sec): 3 clusters
  Score: Raw -717286.172919 + Penalty 2858.760982 = -714427.411937
  nChanged 58
		SP:Iteration 23Q (147303.490000 sec): 3 clusters
  Score: Raw -717308.601076 + Penalty 2858.760982 = -714449.840094
  nChanged 48
		SP:Iteration 24Q (147303.680000 sec): 3 clusters
  Score: Raw -717325.937920 + Penalty 2858.760982 = -714467.176938
  nChanged 32
		SP:Iteration 25Q (147303.940000 sec): 3 clusters
  Score: Raw -717339.359356 + Penalty 2858.760982 = -714480.598374
  nChanged 36
		SP:Iteration 26Q (147304.160000 sec): 3 clusters
  Score: Raw -717351.848871 + Penalty 2858.760982 = -714493.087889
  nChanged 25
		SP:Iteration 27Q (147304.420000 sec): 3 clusters
  Score: Raw -717359.336801 + Penalty 2858.760982 = -714500.575819
  nChanged 17
		SP:Iteration 28Q (147304.650000 sec): 3 clusters
  Score: Raw -717363.649262 + Penalty 2858.760982 = -714504.888281
  nChanged 12
		SP:Iteration 29Q (147304.880000 sec): 3 clusters
  Score: Raw -717370.555177 + Penalty 2858.760982 = -714511.794196
  nChanged 20
		SP:Iteration 30Q (147305.110000 sec): 3 clusters
  Score: Raw -717382.055998 + Penalty 2858.760982 = -714523.295016
  nChanged 19
		SP:Iteration 31Q (147305.300000 sec): 3 clusters
  Score: Raw -717390.713126 + Penalty 2858.760982 = -714531.952145
  nChanged 23
		SP:Iteration 32Q (147305.540000 sec): 3 clusters
  Score: Raw -717403.643045 + Penalty 2858.760982 = -714544.882063
  nChanged 33
		SP:Iteration 33Q (147305.810000 sec): 3 clusters
  Score: Raw -717426.440036 + Penalty 2858.760982 = -714567.679055
  nChanged 38
		SP:Iteration 34Q (147306.000000 sec): 3 clusters
  Score: Raw -717448.959508 + Penalty 2858.760982 = -714590.198527
  nChanged 36
		SP:Iteration 35Q (147306.170000 sec): 3 clusters
  Score: Raw -717477.921907 + Penalty 2858.760982 = -714619.160925
  nChanged 45
		SP:Iteration 36Q (147306.340000 sec): 3 clusters
  Score: Raw -717507.902184 + Penalty 2858.760982 = -714649.141203
  nChanged 50
		SP:Iteration 37Q (147306.560000 sec): 3 clusters
  Score: Raw -717534.847052 + Penalty 2858.760982 = -714676.086071
  nChanged 40
		SP:Iteration 38Q (147306.780000 sec): 3 clusters
  Score: Raw -717554.546653 + Penalty 2858.760982 = -714695.785671
  nChanged 35
		SP:Iteration 39Q (147307.000000 sec): 3 clusters
  Score: Raw -717575.222800 + Penalty 2858.760982 = -714716.461819
  nChanged 34
		SP:Iteration 40F (147307.210000 sec): 3 clusters
  Score: Raw -717592.508578 + Penalty 2858.760982 = -714733.747597
  nChanged 29
		SP:Iteration 41Q (147307.430000 sec): 3 clusters
  Score: Raw -717604.732113 + Penalty 2858.760982 = -714745.971131
  nChanged 17
		SP:Iteration 42Q (147307.650000 sec): 3 clusters
  Score: Raw -717610.849494 + Penalty 2858.760982 = -714752.088513
  nChanged 18
		SP:Iteration 43Q (147307.840000 sec): 3 clusters
  Score: Raw -717616.549869 + Penalty 2858.760982 = -714757.788887
  nChanged 18
		SP:Iteration 44Q (147308.060000 sec): 3 clusters
  Score: Raw -717621.763876 + Penalty 2858.760982 = -714763.002895
  nChanged 14
		SP:Iteration 45Q (147308.250000 sec): 3 clusters
  Score: Raw -717626.653418 + Penalty 2858.760982 = -714767.892437
  nChanged 11
		SP:Iteration 46Q (147308.460000 sec): 3 clusters
  Score: Raw -717630.972390 + Penalty 2858.760982 = -714772.211409
  nChanged 10
		SP:Iteration 47Q (147308.670000 sec): 3 clusters
  Score: Raw -717635.542904 + Penalty 2858.760982 = -714776.781923
  nChanged 12
		SP:Iteration 48Q (147308.880000 sec): 3 clusters
  Score: Raw -717640.132909 + Penalty 2858.760982 = -714781.371928
  nChanged 10
		SP:Iteration 49Q (147309.090000 sec): 3 clusters
  Score: Raw -717648.220569 + Penalty 2858.760982 = -714789.459588
  nChanged 21
		SP:Iteration 50Q (147309.330000 sec): 3 clusters
  Score: Raw -717658.286273 + Penalty 2858.760982 = -714799.525292
  nChanged 16
		SP:Iteration 51Q (147309.560000 sec): 3 clusters
  Score: Raw -717662.957288 + Penalty 2858.760982 = -714804.196306
  nChanged 12
		SP:Iteration 52Q (147309.770000 sec): 3 clusters
  Score: Raw -717666.314128 + Penalty 2858.760982 = -714807.553147
  nChanged 9
		SP:Iteration 53Q (147309.940000 sec): 3 clusters
  Score: Raw -717669.487462 + Penalty 2858.760982 = -714810.726480
  nChanged 9
		SP:Iteration 54Q (147310.120000 sec): 3 clusters
  Score: Raw -717672.523770 + Penalty 2858.760982 = -714813.762789
  nChanged 5
		SP:Iteration 55Q (147310.330000 sec): 3 clusters
  Score: Raw -717674.893336 + Penalty 2858.760982 = -714816.132354
  nChanged 10
		SP:Iteration 56Q (147310.500000 sec): 3 clusters
  Score: Raw -717678.934927 + Penalty 2858.760982 = -714820.173946
  nChanged 8
		SP:Iteration 57Q (147310.720000 sec): 3 clusters
  Score: Raw -717681.616523 + Penalty 2858.760982 = -714822.855541
  nChanged 6
		SP:Iteration 58Q (147310.920000 sec): 3 clusters
  Score: Raw -717683.371335 + Penalty 2858.760982 = -714824.610353
  nChanged 5
		SP:Iteration 59Q (147311.120000 sec): 3 clusters
  Score: Raw -717685.303364 + Penalty 2858.760982 = -714826.542382
  nChanged 6
		SP:Iteration 60F (147311.280000 sec): 3 clusters
  Score: Raw -717687.636156 + Penalty 2858.760982 = -714828.875174
  nChanged 7
		SP:Iteration 61Q (147311.520000 sec): 3 clusters
  Score: Raw -717690.306939 + Penalty 2858.760982 = -714831.545958
  nChanged 4
		SP:Iteration 62Q (147311.720000 sec): 3 clusters
  Score: Raw -717691.351091 + Penalty 2858.760982 = -714832.590109
  nChanged 3
		SP:Iteration 63Q (147311.900000 sec): 3 clusters
  Score: Raw -717692.405600 + Penalty 2858.760982 = -714833.644619
  nChanged 4
		SP:Iteration 64Q (147312.120000 sec): 3 clusters
  Score: Raw -717693.788015 + Penalty 2858.760982 = -714835.027034
  nChanged 5
		SP:Iteration 65Q (147312.330000 sec): 3 clusters
  Score: Raw -717695.108829 + Penalty 2858.760982 = -714836.347848
  nChanged 4
		SP:Iteration 66Q (147312.550000 sec): 3 clusters
  Score: Raw -717696.423882 + Penalty 2858.760982 = -714837.662901
  nChanged 2
		SP:Iteration 67Q (147312.780000 sec): 3 clusters
  Score: Raw -717697.159412 + Penalty 2858.760982 = -714838.398430
  nChanged 2
		SP:Iteration 68Q (147313.020000 sec): 3 clusters
  Score: Raw -717698.139052 + Penalty 2858.760982 = -714839.378070
  nChanged 1
		SP:Iteration 69Q (147313.250000 sec): 3 clusters
  Score: Raw -717698.424004 + Penalty 2858.760982 = -714839.663023
  nChanged 1
		SP:Iteration 70Q (147313.460000 sec): 3 clusters
  Score: Raw -717698.508015 + Penalty 2858.760982 = -714839.747034
  nChanged 0
		SP:Iteration 71F (147313.640000 sec): 3 clusters
  Score: Raw -717698.508015 + Penalty 2858.760982 = -714839.747034
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147313.730000 sec): 2 clusters
  Score: Raw -568947.931391 + Penalty 1415.127105 = -567532.804287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147313.950000 sec): 3 clusters
  Score: Raw -565717.407220 + Penalty 2830.254209 = -562887.153011
  nChanged 2527
		SP:Iteration 1F (147314.110000 sec): 3 clusters
  Score: Raw -567299.728914 + Penalty 2830.254209 = -564469.474705
  nChanged 464
		SP:Iteration 2F (147314.310000 sec): 3 clusters
  Score: Raw -567589.944179 + Penalty 2830.254209 = -564759.689970
  nChanged 347
		SP:Iteration 3F (147314.500000 sec): 3 clusters
  Score: Raw -567788.786241 + Penalty 2830.254209 = -564958.532032
  nChanged 311
		SP:Iteration 4F (147314.730000 sec): 3 clusters
  Score: Raw -567962.641518 + Penalty 2830.254209 = -565132.387309
  nChanged 273
		SP:Iteration 5Q (147314.940000 sec): 3 clusters
  Score: Raw -568103.571230 + Penalty 2830.254209 = -565273.317021
  nChanged 201
		SP:Iteration 6Q (147315.150000 sec): 3 clusters
  Score: Raw -568204.883101 + Penalty 2830.254209 = -565374.628892
  nChanged 193
		SP:Iteration 7Q (147315.340000 sec): 3 clusters
  Score: Raw -568299.978382 + Penalty 2830.254209 = -565469.724173
  nChanged 178
		SP:Iteration 8Q (147315.530000 sec): 3 clusters
  Score: Raw -568384.871237 + Penalty 2830.254209 = -565554.617028
  nChanged 152
		SP:Iteration 9Q (147315.710000 sec): 3 clusters
  Score: Raw -568441.314182 + Penalty 2830.254209 = -565611.059973
  nChanged 105
		SP:Iteration 10Q (147315.940000 sec): 3 clusters
  Score: Raw -568473.622622 + Penalty 2830.254209 = -565643.368412
  nChanged 78
		SP:Iteration 11Q (147316.170000 sec): 3 clusters
  Score: Raw -568500.394590 + Penalty 2830.254209 = -565670.140381
  nChanged 82
		SP:Iteration 12Q (147316.380000 sec): 3 clusters
  Score: Raw -568531.336733 + Penalty 2830.254209 = -565701.082524
  nChanged 88
		SP:Iteration 13Q (147316.580000 sec): 3 clusters
  Score: Raw -568563.088272 + Penalty 2830.254209 = -565732.834062
  nChanged 95
		SP:Iteration 14Q (147316.710000 sec): 3 clusters
  Score: Raw -568589.918103 + Penalty 2830.254209 = -565759.663894
  nChanged 71
		SP:Iteration 15Q (147316.920000 sec): 3 clusters
  Score: Raw -568618.938523 + Penalty 2830.254209 = -565788.684314
  nChanged 77
		SP:Iteration 16Q (147317.130000 sec): 3 clusters
  Score: Raw -568656.039412 + Penalty 2830.254209 = -565825.785203
  nChanged 88
		SP:Iteration 17Q (147317.340000 sec): 3 clusters
  Score: Raw -568694.526180 + Penalty 2830.254209 = -565864.271971
  nChanged 80
		SP:Iteration 18Q (147317.520000 sec): 3 clusters
  Score: Raw -568724.837727 + Penalty 2830.254209 = -565894.583518
  nChanged 66
		SP:Iteration 19Q (147317.780000 sec): 3 clusters
  Score: Raw -568753.721831 + Penalty 2830.254209 = -565923.467622
  nChanged 83
		SP:Iteration 20F (147317.990000 sec): 3 clusters
  Score: Raw -568789.410784 + Penalty 2830.254209 = -565959.156575
  nChanged 73
		SP:Iteration 21Q (147318.210000 sec): 3 clusters
  Score: Raw -568818.568839 + Penalty 2830.254209 = -565988.314630
  nChanged 70
		SP:Iteration 22Q (147318.380000 sec): 3 clusters
  Score: Raw -568846.991907 + Penalty 2830.254209 = -566016.737698
  nChanged 61
		SP:Iteration 23Q (147318.590000 sec): 3 clusters
  Score: Raw -568877.302371 + Penalty 2830.254209 = -566047.048162
  nChanged 62
		SP:Iteration 24Q (147318.820000 sec): 3 clusters
  Score: Raw -568904.696525 + Penalty 2830.254209 = -566074.442315
  nChanged 61
		SP:Iteration 25Q (147319.040000 sec): 3 clusters
  Score: Raw -568932.064896 + Penalty 2830.254209 = -566101.810687
  nChanged 58
		SP:Iteration 26Q (147319.320000 sec): 3 clusters
  Score: Raw -568953.617071 + Penalty 2830.254209 = -566123.362862
  nChanged 48
		SP:Iteration 27Q (147319.570000 sec): 3 clusters
  Score: Raw -568968.748738 + Penalty 2830.254209 = -566138.494529
  nChanged 34
		SP:Iteration 28Q (147319.760000 sec): 3 clusters
  Score: Raw -568978.682764 + Penalty 2830.254209 = -566148.428555
  nChanged 34
		SP:Iteration 29Q (147319.990000 sec): 3 clusters
  Score: Raw -568986.760886 + Penalty 2830.254209 = -566156.506677
  nChanged 26
		SP:Iteration 30Q (147320.210000 sec): 3 clusters
  Score: Raw -568992.669096 + Penalty 2830.254209 = -566162.414887
  nChanged 23
		SP:Iteration 31Q (147320.420000 sec): 3 clusters
  Score: Raw -568999.263786 + Penalty 2830.254209 = -566169.009577
  nChanged 21
		SP:Iteration 32Q (147320.660000 sec): 3 clusters
  Score: Raw -569004.828362 + Penalty 2830.254209 = -566174.574153
  nChanged 24
		SP:Iteration 33Q (147320.900000 sec): 3 clusters
  Score: Raw -569012.270027 + Penalty 2830.254209 = -566182.015818
  nChanged 27
		SP:Iteration 34Q (147321.110000 sec): 3 clusters
  Score: Raw -569021.158585 + Penalty 2830.254209 = -566190.904376
  nChanged 23
		SP:Iteration 35Q (147321.320000 sec): 3 clusters
  Score: Raw -569028.014688 + Penalty 2830.254209 = -566197.760479
  nChanged 27
		SP:Iteration 36Q (147321.550000 sec): 3 clusters
  Score: Raw -569036.104585 + Penalty 2830.254209 = -566205.850376
  nChanged 26
		SP:Iteration 37Q (147321.780000 sec): 3 clusters
  Score: Raw -569044.436664 + Penalty 2830.254209 = -566214.182455
  nChanged 28
		SP:Iteration 38Q (147322.020000 sec): 3 clusters
  Score: Raw -569055.006176 + Penalty 2830.254209 = -566224.751967
  nChanged 38
		SP:Iteration 39Q (147322.220000 sec): 3 clusters
  Score: Raw -569071.062657 + Penalty 2830.254209 = -566240.808448
  nChanged 45
		SP:Iteration 40F (147322.460000 sec): 3 clusters
  Score: Raw -569087.791723 + Penalty 2830.254209 = -566257.537514
  nChanged 40
		SP:Iteration 41Q (147322.680000 sec): 3 clusters
  Score: Raw -569100.821194 + Penalty 2830.254209 = -566270.566985
  nChanged 30
		SP:Iteration 42Q (147322.890000 sec): 3 clusters
  Score: Raw -569111.669660 + Penalty 2830.254209 = -566281.415450
  nChanged 32
		SP:Iteration 43Q (147323.110000 sec): 3 clusters
  Score: Raw -569123.196709 + Penalty 2830.254209 = -566292.942500
  nChanged 28
		SP:Iteration 44Q (147323.340000 sec): 3 clusters
  Score: Raw -569131.631605 + Penalty 2830.254209 = -566301.377396
  nChanged 16
		SP:Iteration 45Q (147323.570000 sec): 3 clusters
  Score: Raw -569138.038270 + Penalty 2830.254209 = -566307.784061
  nChanged 18
		SP:Iteration 46Q (147323.800000 sec): 3 clusters
  Score: Raw -569145.340641 + Penalty 2830.254209 = -566315.086432
  nChanged 23
		SP:Iteration 47Q (147324.070000 sec): 3 clusters
  Score: Raw -569152.542615 + Penalty 2830.254209 = -566322.288406
  nChanged 18
		SP:Iteration 48Q (147324.260000 sec): 3 clusters
  Score: Raw -569160.016251 + Penalty 2830.254209 = -566329.762042
  nChanged 25
		SP:Iteration 49Q (147324.500000 sec): 3 clusters
  Score: Raw -569173.714693 + Penalty 2830.254209 = -566343.460484
  nChanged 41
		SP:Iteration 50Q (147324.720000 sec): 3 clusters
  Score: Raw -569194.047004 + Penalty 2830.254209 = -566363.792795
  nChanged 34
		SP:Iteration 51Q (147324.950000 sec): 3 clusters
  Score: Raw -569217.283153 + Penalty 2830.254209 = -566387.028944
  nChanged 31
		SP:Iteration 52Q (147325.180000 sec): 3 clusters
  Score: Raw -569235.542443 + Penalty 2830.254209 = -566405.288233
  nChanged 24
		SP:Iteration 53Q (147325.370000 sec): 3 clusters
  Score: Raw -569248.916609 + Penalty 2830.254209 = -566418.662400
  nChanged 30
		SP:Iteration 54Q (147325.580000 sec): 3 clusters
  Score: Raw -569260.924290 + Penalty 2830.254209 = -566430.670081
  nChanged 20
		SP:Iteration 55Q (147325.780000 sec): 3 clusters
  Score: Raw -569267.904292 + Penalty 2830.254209 = -566437.650083
  nChanged 15
		SP:Iteration 56Q (147325.980000 sec): 3 clusters
  Score: Raw -569274.851276 + Penalty 2830.254209 = -566444.597067
  nChanged 12
		SP:Iteration 57Q (147326.180000 sec): 3 clusters
  Score: Raw -569278.813634 + Penalty 2830.254209 = -566448.559425
  nChanged 12
		SP:Iteration 58Q (147326.380000 sec): 3 clusters
  Score: Raw -569283.836793 + Penalty 2830.254209 = -566453.582584
  nChanged 12
		SP:Iteration 59Q (147326.550000 sec): 3 clusters
  Score: Raw -569289.062298 + Penalty 2830.254209 = -566458.808089
  nChanged 13
		SP:Iteration 60F (147326.750000 sec): 3 clusters
  Score: Raw -569296.818466 + Penalty 2830.254209 = -566466.564257
  nChanged 15
		SP:Iteration 61Q (147326.920000 sec): 3 clusters
  Score: Raw -569304.451031 + Penalty 2830.254209 = -566474.196822
  nChanged 19
		SP:Iteration 62Q (147327.120000 sec): 3 clusters
  Score: Raw -569317.232068 + Penalty 2830.254209 = -566486.977859
  nChanged 21
		SP:Iteration 63Q (147327.350000 sec): 3 clusters
  Score: Raw -569324.944786 + Penalty 2830.254209 = -566494.690577
  nChanged 11
		SP:Iteration 64Q (147327.530000 sec): 3 clusters
  Score: Raw -569330.161648 + Penalty 2830.254209 = -566499.907439
  nChanged 16
		SP:Iteration 65Q (147327.720000 sec): 3 clusters
  Score: Raw -569335.968668 + Penalty 2830.254209 = -566505.714459
  nChanged 14
		SP:Iteration 66Q (147327.910000 sec): 3 clusters
  Score: Raw -569341.878524 + Penalty 2830.254209 = -566511.624315
  nChanged 13
		SP:Iteration 67Q (147328.140000 sec): 3 clusters
  Score: Raw -569347.513993 + Penalty 2830.254209 = -566517.259784
  nChanged 12
		SP:Iteration 68Q (147328.330000 sec): 3 clusters
  Score: Raw -569352.962403 + Penalty 2830.254209 = -566522.708194
  nChanged 17
		SP:Iteration 69Q (147328.580000 sec): 3 clusters
  Score: Raw -569358.208224 + Penalty 2830.254209 = -566527.954015
  nChanged 6
		SP:Iteration 70Q (147328.760000 sec): 3 clusters
  Score: Raw -569360.147301 + Penalty 2830.254209 = -566529.893092
  nChanged 2
		SP:Iteration 71Q (147328.990000 sec): 3 clusters
  Score: Raw -569360.623144 + Penalty 2830.254209 = -566530.368935
  nChanged 3
		SP:Iteration 72Q (147329.260000 sec): 3 clusters
  Score: Raw -569361.270137 + Penalty 2830.254209 = -566531.015928
  nChanged 4
		SP:Iteration 73Q (147329.430000 sec): 3 clusters
  Score: Raw -569364.707393 + Penalty 2830.254209 = -566534.453184
  nChanged 10
		SP:Iteration 74Q (147329.680000 sec): 3 clusters
  Score: Raw -569369.029715 + Penalty 2830.254209 = -566538.775506
  nChanged 10
		SP:Iteration 75Q (147329.880000 sec): 3 clusters
  Score: Raw -569373.503968 + Penalty 2830.254209 = -566543.249759
  nChanged 7
		SP:Iteration 76Q (147330.120000 sec): 3 clusters
  Score: Raw -569376.258942 + Penalty 2830.254209 = -566546.004733
  nChanged 5
		SP:Iteration 77Q (147330.300000 sec): 3 clusters
  Score: Raw -569379.467276 + Penalty 2830.254209 = -566549.213067
  nChanged 4
		SP:Iteration 78Q (147330.550000 sec): 3 clusters
  Score: Raw -569380.940615 + Penalty 2830.254209 = -566550.686406
  nChanged 3
		SP:Iteration 79Q (147330.740000 sec): 3 clusters
  Score: Raw -569383.483870 + Penalty 2830.254209 = -566553.229661
  nChanged 5
		SP:Iteration 80F (147330.960000 sec): 3 clusters
  Score: Raw -569386.182694 + Penalty 2830.254209 = -566555.928485
  nChanged 5
		SP:Iteration 81Q (147331.180000 sec): 3 clusters
  Score: Raw -569388.286081 + Penalty 2830.254209 = -566558.031872
  nChanged 3
		SP:Iteration 82Q (147331.380000 sec): 3 clusters
  Score: Raw -569389.234373 + Penalty 2830.254209 = -566558.980164
  nChanged 3
		SP:Iteration 83Q (147331.570000 sec): 3 clusters
  Score: Raw -569390.638161 + Penalty 2830.254209 = -566560.383952
  nChanged 3
		SP:Iteration 84Q (147331.780000 sec): 3 clusters
  Score: Raw -569392.561456 + Penalty 2830.254209 = -566562.307247
  nChanged 4
		SP:Iteration 85Q (147331.950000 sec): 3 clusters
  Score: Raw -569393.762067 + Penalty 2830.254209 = -566563.507858
  nChanged 4
		SP:Iteration 86Q (147332.210000 sec): 3 clusters
  Score: Raw -569395.334876 + Penalty 2830.254209 = -566565.080667
  nChanged 2
		SP:Iteration 87Q (147332.420000 sec): 3 clusters
  Score: Raw -569395.976294 + Penalty 2830.254209 = -566565.722085
  nChanged 2
		SP:Iteration 88Q (147332.620000 sec): 3 clusters
  Score: Raw -569396.503203 + Penalty 2830.254209 = -566566.248994
  nChanged 1
		SP:Iteration 89Q (147332.830000 sec): 3 clusters
  Score: Raw -569397.596915 + Penalty 2830.254209 = -566567.342706
  nChanged 2
		SP:Iteration 90Q (147333.070000 sec): 3 clusters
  Score: Raw -569398.977634 + Penalty 2830.254209 = -566568.723425
  nChanged 2
		SP:Iteration 91Q (147333.320000 sec): 3 clusters
  Score: Raw -569400.452721 + Penalty 2830.254209 = -566570.198511
  nChanged 2
		SP:Iteration 92Q (147333.540000 sec): 3 clusters
  Score: Raw -569401.429441 + Penalty 2830.254209 = -566571.175232
  nChanged 2
		SP:Iteration 93Q (147333.750000 sec): 3 clusters
  Score: Raw -569402.006499 + Penalty 2830.254209 = -566571.752290
  nChanged 2
		SP:Iteration 94Q (147333.990000 sec): 3 clusters
  Score: Raw -569402.571769 + Penalty 2830.254209 = -566572.317560
  nChanged 1
		SP:Iteration 95Q (147334.180000 sec): 3 clusters
  Score: Raw -569403.060850 + Penalty 2830.254209 = -566572.806641
  nChanged 1
		SP:Iteration 96Q (147334.490000 sec): 3 clusters
  Score: Raw -569403.204810 + Penalty 2830.254209 = -566572.950601
  nChanged 0
		SP:Iteration 97F (147334.700000 sec): 3 clusters
  Score: Raw -569403.204810 + Penalty 2830.254209 = -566572.950601
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147334.810000 sec): 2 clusters
  Score: Raw -1103388.457174 + Penalty 1510.609628 = -1101877.847547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147335.090000 sec): 3 clusters
  Score: Raw -1097124.049296 + Penalty 3021.219255 = -1094102.830041
  nChanged 4765
		SP:Iteration 1F (147335.330000 sec): 3 clusters
  Score: Raw -1099587.777966 + Penalty 3021.219255 = -1096566.558710
  nChanged 632
		SP:Iteration 2F (147335.580000 sec): 3 clusters
  Score: Raw -1099844.382840 + Penalty 3021.219255 = -1096823.163584
  nChanged 526
		SP:Iteration 3Q (147335.830000 sec): 3 clusters
  Score: Raw -1100070.542444 + Penalty 3021.219255 = -1097049.323189
  nChanged 490
		SP:Iteration 4Q (147336.150000 sec): 3 clusters
  Score: Raw -1100263.249689 + Penalty 3021.219255 = -1097242.030433
  nChanged 423
		SP:Iteration 5Q (147336.370000 sec): 3 clusters
  Score: Raw -1100427.533456 + Penalty 3021.219255 = -1097406.314201
  nChanged 392
		SP:Iteration 6Q (147336.670000 sec): 3 clusters
  Score: Raw -1100579.696516 + Penalty 3021.219255 = -1097558.477261
  nChanged 367
		SP:Iteration 7Q (147336.910000 sec): 3 clusters
  Score: Raw -1100726.333069 + Penalty 3021.219255 = -1097705.113813
  nChanged 357
		SP:Iteration 8Q (147337.160000 sec): 3 clusters
  Score: Raw -1100890.700399 + Penalty 3021.219255 = -1097869.481144
  nChanged 426
		SP:Iteration 9Q (147337.410000 sec): 3 clusters
  Score: Raw -1101108.947824 + Penalty 3021.219255 = -1098087.728568
  nChanged 452
		SP:Iteration 10Q (147337.680000 sec): 3 clusters
  Score: Raw -1101356.997381 + Penalty 3021.219255 = -1098335.778125
  nChanged 460
		SP:Iteration 11Q (147337.930000 sec): 3 clusters
  Score: Raw -1101642.428959 + Penalty 3021.219255 = -1098621.209704
  nChanged 466
		SP:Iteration 12Q (147338.210000 sec): 3 clusters
  Score: Raw -1101956.713407 + Penalty 3021.219255 = -1098935.494151
  nChanged 436
		SP:Iteration 13Q (147338.450000 sec): 3 clusters
  Score: Raw -1102214.791066 + Penalty 3021.219255 = -1099193.571810
  nChanged 380
		SP:Iteration 14Q (147338.700000 sec): 3 clusters
  Score: Raw -1102441.361045 + Penalty 3021.219255 = -1099420.141789
  nChanged 299
		SP:Iteration 15Q (147338.910000 sec): 3 clusters
  Score: Raw -1102609.104322 + Penalty 3021.219255 = -1099587.885066
  nChanged 242
		SP:Iteration 16Q (147339.150000 sec): 3 clusters
  Score: Raw -1102733.440458 + Penalty 3021.219255 = -1099712.221202
  nChanged 205
		SP:Iteration 17Q (147339.400000 sec): 3 clusters
  Score: Raw -1102841.134020 + Penalty 3021.219255 = -1099819.914765
  nChanged 178
		SP:Iteration 18Q (147339.670000 sec): 3 clusters
  Score: Raw -1102934.026042 + Penalty 3021.219255 = -1099912.806787
  nChanged 142
		SP:Iteration 19Q (147339.940000 sec): 3 clusters
  Score: Raw -1103004.373171 + Penalty 3021.219255 = -1099983.153915
  nChanged 124
		SP:Iteration 20F (147340.180000 sec): 3 clusters
  Score: Raw -1103062.141641 + Penalty 3021.219255 = -1100040.922386
  nChanged 98
		SP:Iteration 21Q (147340.410000 sec): 3 clusters
  Score: Raw -1103105.478916 + Penalty 3021.219255 = -1100084.259661
  nChanged 99
		SP:Iteration 22Q (147340.680000 sec): 3 clusters
  Score: Raw -1103145.690611 + Penalty 3021.219255 = -1100124.471355
  nChanged 70
		SP:Iteration 23Q (147340.910000 sec): 3 clusters
  Score: Raw -1103174.041046 + Penalty 3021.219255 = -1100152.821791
  nChanged 60
		SP:Iteration 24Q (147341.180000 sec): 3 clusters
  Score: Raw -1103197.603101 + Penalty 3021.219255 = -1100176.383846
  nChanged 62
		SP:Iteration 25Q (147341.380000 sec): 3 clusters
  Score: Raw -1103222.231383 + Penalty 3021.219255 = -1100201.012127
  nChanged 55
		SP:Iteration 26Q (147341.600000 sec): 3 clusters
  Score: Raw -1103245.071163 + Penalty 3021.219255 = -1100223.851908
  nChanged 47
		SP:Iteration 27Q (147341.800000 sec): 3 clusters
  Score: Raw -1103263.694600 + Penalty 3021.219255 = -1100242.475344
  nChanged 45
		SP:Iteration 28Q (147342.020000 sec): 3 clusters
  Score: Raw -1103280.447976 + Penalty 3021.219255 = -1100259.228720
  nChanged 34
		SP:Iteration 29Q (147342.250000 sec): 3 clusters
  Score: Raw -1103290.480527 + Penalty 3021.219255 = -1100269.261272
  nChanged 36
		SP:Iteration 30Q (147342.500000 sec): 3 clusters
  Score: Raw -1103303.062105 + Penalty 3021.219255 = -1100281.842849
  nChanged 33
		SP:Iteration 31Q (147342.710000 sec): 3 clusters
  Score: Raw -1103316.213894 + Penalty 3021.219255 = -1100294.994639
  nChanged 29
		SP:Iteration 32Q (147342.950000 sec): 3 clusters
  Score: Raw -1103328.434547 + Penalty 3021.219255 = -1100307.215291
  nChanged 36
		SP:Iteration 33Q (147343.150000 sec): 3 clusters
  Score: Raw -1103344.620528 + Penalty 3021.219255 = -1100323.401272
  nChanged 40
		SP:Iteration 34Q (147343.370000 sec): 3 clusters
  Score: Raw -1103362.912093 + Penalty 3021.219255 = -1100341.692837
  nChanged 26
		SP:Iteration 35Q (147343.620000 sec): 3 clusters
  Score: Raw -1103374.477541 + Penalty 3021.219255 = -1100353.258286
  nChanged 17
		SP:Iteration 36Q (147343.870000 sec): 3 clusters
  Score: Raw -1103381.889965 + Penalty 3021.219255 = -1100360.670710
  nChanged 16
		SP:Iteration 37Q (147344.090000 sec): 3 clusters
  Score: Raw -1103386.836070 + Penalty 3021.219255 = -1100365.616815
  nChanged 8
		SP:Iteration 38Q (147344.290000 sec): 3 clusters
  Score: Raw -1103389.337941 + Penalty 3021.219255 = -1100368.118685
  nChanged 10
		SP:Iteration 39Q (147344.530000 sec): 3 clusters
  Score: Raw -1103393.223567 + Penalty 3021.219255 = -1100372.004312
  nChanged 9
		SP:Iteration 40F (147344.790000 sec): 3 clusters
  Score: Raw -1103396.587160 + Penalty 3021.219255 = -1100375.367905
  nChanged 7
		SP:Iteration 41Q (147345.070000 sec): 3 clusters
  Score: Raw -1103399.943970 + Penalty 3021.219255 = -1100378.724715
  nChanged 8
		SP:Iteration 42Q (147345.300000 sec): 3 clusters
  Score: Raw -1103403.022575 + Penalty 3021.219255 = -1100381.803320
  nChanged 9
		SP:Iteration 43Q (147345.530000 sec): 3 clusters
  Score: Raw -1103406.605364 + Penalty 3021.219255 = -1100385.386109
  nChanged 9
		SP:Iteration 44Q (147345.710000 sec): 3 clusters
  Score: Raw -1103408.901787 + Penalty 3021.219255 = -1100387.682532
  nChanged 3
		SP:Iteration 45Q (147345.950000 sec): 3 clusters
  Score: Raw -1103410.517670 + Penalty 3021.219255 = -1100389.298415
  nChanged 4
		SP:Iteration 46Q (147346.200000 sec): 3 clusters
  Score: Raw -1103411.615483 + Penalty 3021.219255 = -1100390.396228
  nChanged 3
		SP:Iteration 47Q (147346.410000 sec): 3 clusters
  Score: Raw -1103412.279903 + Penalty 3021.219255 = -1100391.060648
  nChanged 1
		SP:Iteration 48Q (147346.610000 sec): 3 clusters
  Score: Raw -1103413.256594 + Penalty 3021.219255 = -1100392.037339
  nChanged 3
		SP:Iteration 49Q (147346.800000 sec): 3 clusters
  Score: Raw -1103415.178023 + Penalty 3021.219255 = -1100393.958767
  nChanged 5
		SP:Iteration 50Q (147346.970000 sec): 3 clusters
  Score: Raw -1103417.487996 + Penalty 3021.219255 = -1100396.268740
  nChanged 4
		SP:Iteration 51Q (147347.190000 sec): 3 clusters
  Score: Raw -1103418.753981 + Penalty 3021.219255 = -1100397.534726
  nChanged 7
		SP:Iteration 52Q (147347.380000 sec): 3 clusters
  Score: Raw -1103422.219396 + Penalty 3021.219255 = -1100401.000141
  nChanged 11
		SP:Iteration 53Q (147347.570000 sec): 3 clusters
  Score: Raw -1103426.346423 + Penalty 3021.219255 = -1100405.127167
  nChanged 11
		SP:Iteration 54Q (147347.760000 sec): 3 clusters
  Score: Raw -1103429.963086 + Penalty 3021.219255 = -1100408.743831
  nChanged 6
		SP:Iteration 55Q (147347.970000 sec): 3 clusters
  Score: Raw -1103431.879700 + Penalty 3021.219255 = -1100410.660444
  nChanged 5
		SP:Iteration 56Q (147348.190000 sec): 3 clusters
  Score: Raw -1103434.638565 + Penalty 3021.219255 = -1100413.419309
  nChanged 7
		SP:Iteration 57Q (147348.390000 sec): 3 clusters
  Score: Raw -1103437.437450 + Penalty 3021.219255 = -1100416.218195
  nChanged 5
		SP:Iteration 58Q (147348.610000 sec): 3 clusters
  Score: Raw -1103439.945348 + Penalty 3021.219255 = -1100418.726093
  nChanged 6
		SP:Iteration 59Q (147348.850000 sec): 3 clusters
  Score: Raw -1103442.758665 + Penalty 3021.219255 = -1100421.539409
  nChanged 5
		SP:Iteration 60F (147349.090000 sec): 3 clusters
  Score: Raw -1103445.515902 + Penalty 3021.219255 = -1100424.296647
  nChanged 5
		SP:Iteration 61Q (147349.290000 sec): 3 clusters
  Score: Raw -1103447.006495 + Penalty 3021.219255 = -1100425.787240
  nChanged 6
		SP:Iteration 62Q (147349.530000 sec): 3 clusters
  Score: Raw -1103448.337414 + Penalty 3021.219255 = -1100427.118159
  nChanged 2
		SP:Iteration 63Q (147349.790000 sec): 3 clusters
  Score: Raw -1103449.476136 + Penalty 3021.219255 = -1100428.256881
  nChanged 2
		SP:Iteration 64Q (147349.970000 sec): 3 clusters
  Score: Raw -1103450.576208 + Penalty 3021.219255 = -1100429.356953
  nChanged 0
		SP:Iteration 65F (147350.230000 sec): 3 clusters
  Score: Raw -1103450.576208 + Penalty 3021.219255 = -1100429.356953
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147350.340000 sec): 2 clusters
  Score: Raw -373584.805100 + Penalty 1330.571680 = -372254.233420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147350.560000 sec): 3 clusters
  Score: Raw -371831.015326 + Penalty 2661.143360 = -369169.871967
  nChanged 1417
		SP:Iteration 1F (147350.770000 sec): 3 clusters
  Score: Raw -372639.990803 + Penalty 2661.143360 = -369978.847443
  nChanged 334
		SP:Iteration 2F (147350.930000 sec): 3 clusters
  Score: Raw -372947.592729 + Penalty 2661.143360 = -370286.449369
  nChanged 289
		SP:Iteration 3F (147351.160000 sec): 3 clusters
  Score: Raw -373229.774740 + Penalty 2661.143360 = -370568.631380
  nChanged 260
		SP:Iteration 4F (147351.360000 sec): 3 clusters
  Score: Raw -373502.092585 + Penalty 2661.143360 = -370840.949225
  nChanged 231
		SP:Iteration 5F (147351.580000 sec): 3 clusters
  Score: Raw -373729.542899 + Penalty 2661.143360 = -371068.399539
  nChanged 204
		SP:Iteration 6F (147351.760000 sec): 3 clusters
  Score: Raw -373902.832331 + Penalty 2661.143360 = -371241.688972
  nChanged 142
		SP:Iteration 7Q (147351.940000 sec): 3 clusters
  Score: Raw -374019.750050 + Penalty 2661.143360 = -371358.606691
  nChanged 92
		SP:Iteration 8Q (147352.150000 sec): 3 clusters
  Score: Raw -374071.250049 + Penalty 2661.143360 = -371410.106690
  nChanged 62
		SP:Iteration 9Q (147352.310000 sec): 3 clusters
  Score: Raw -374096.028881 + Penalty 2661.143360 = -371434.885521
  nChanged 36
		SP:Iteration 10Q (147352.490000 sec): 3 clusters
  Score: Raw -374109.654853 + Penalty 2661.143360 = -371448.511493
  nChanged 24
		SP:Iteration 11Q (147352.660000 sec): 3 clusters
  Score: Raw -374118.900210 + Penalty 2661.143360 = -371457.756850
  nChanged 19
		SP:Iteration 12Q (147352.850000 sec): 3 clusters
  Score: Raw -374125.460237 + Penalty 2661.143360 = -371464.316877
  nChanged 23
		SP:Iteration 13Q (147353.070000 sec): 3 clusters
  Score: Raw -374133.500274 + Penalty 2661.143360 = -371472.356914
  nChanged 11
		SP:Iteration 14Q (147353.230000 sec): 3 clusters
  Score: Raw -374137.433252 + Penalty 2661.143360 = -371476.289892
  nChanged 7
		SP:Iteration 15Q (147353.440000 sec): 3 clusters
  Score: Raw -374139.779225 + Penalty 2661.143360 = -371478.635865
  nChanged 4
		SP:Iteration 16Q (147353.720000 sec): 3 clusters
  Score: Raw -374140.585672 + Penalty 2661.143360 = -371479.442313
  nChanged 3
		SP:Iteration 17Q (147353.870000 sec): 3 clusters
  Score: Raw -374141.790065 + Penalty 2661.143360 = -371480.646705
  nChanged 2
		SP:Iteration 18Q (147354.070000 sec): 3 clusters
  Score: Raw -374142.578363 + Penalty 2661.143360 = -371481.435003
  nChanged 2
		SP:Iteration 19Q (147354.240000 sec): 3 clusters
  Score: Raw -374142.869304 + Penalty 2661.143360 = -371481.725944
  nChanged 2
		SP:Iteration 20F (147354.460000 sec): 3 clusters
  Score: Raw -374143.521743 + Penalty 2661.143360 = -371482.378384
  nChanged 3
		SP:Iteration 21Q (147354.650000 sec): 3 clusters
  Score: Raw -374144.667710 + Penalty 2661.143360 = -371483.524351
  nChanged 3
		SP:Iteration 22Q (147354.820000 sec): 3 clusters
  Score: Raw -374145.810847 + Penalty 2661.143360 = -371484.667487
  nChanged 3
		SP:Iteration 23Q (147355.040000 sec): 3 clusters
  Score: Raw -374146.258089 + Penalty 2661.143360 = -371485.114729
  nChanged 0
		SP:Iteration 24F (147355.210000 sec): 3 clusters
  Score: Raw -374146.258089 + Penalty 2661.143360 = -371485.114729
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147355.400000 sec): 2 clusters
  Score: Raw -1771946.468813 + Penalty 1580.334941 = -1770366.133872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147355.720000 sec): 3 clusters
  Score: Raw -1762071.946816 + Penalty 3160.669881 = -1758911.276935
  nChanged 7446
		SP:Iteration 1F (147355.980000 sec): 3 clusters
  Score: Raw -1766136.435433 + Penalty 3160.669881 = -1762975.765552
  nChanged 921
		SP:Iteration 2F (147356.240000 sec): 3 clusters
  Score: Raw -1766495.533620 + Penalty 3160.669881 = -1763334.863738
  nChanged 838
		SP:Iteration 3F (147356.570000 sec): 3 clusters
  Score: Raw -1766845.017154 + Penalty 3160.669881 = -1763684.347273
  nChanged 800
		SP:Iteration 4Q (147356.900000 sec): 3 clusters
  Score: Raw -1767180.369929 + Penalty 3160.669881 = -1764019.700048
  nChanged 737
		SP:Iteration 5Q (147357.170000 sec): 3 clusters
  Score: Raw -1767488.173963 + Penalty 3160.669881 = -1764327.504081
  nChanged 722
		SP:Iteration 6Q (147357.480000 sec): 3 clusters
  Score: Raw -1767817.520959 + Penalty 3160.669881 = -1764656.851078
  nChanged 743
		SP:Iteration 7Q (147357.750000 sec): 3 clusters
  Score: Raw -1768173.629307 + Penalty 3160.669881 = -1765012.959426
  nChanged 730
		SP:Iteration 8Q (147358.030000 sec): 3 clusters
  Score: Raw -1768562.812304 + Penalty 3160.669881 = -1765402.142423
  nChanged 743
		SP:Iteration 9Q (147358.300000 sec): 3 clusters
  Score: Raw -1768992.444390 + Penalty 3160.669881 = -1765831.774509
  nChanged 764
		SP:Iteration 10Q (147358.570000 sec): 3 clusters
  Score: Raw -1769424.028478 + Penalty 3160.669881 = -1766263.358597
  nChanged 718
		SP:Iteration 11Q (147358.850000 sec): 3 clusters
  Score: Raw -1769823.070781 + Penalty 3160.669881 = -1766662.400900
  nChanged 644
		SP:Iteration 12Q (147359.120000 sec): 3 clusters
  Score: Raw -1770145.087606 + Penalty 3160.669881 = -1766984.417725
  nChanged 477
		SP:Iteration 13Q (147359.390000 sec): 3 clusters
  Score: Raw -1770342.245255 + Penalty 3160.669881 = -1767181.575374
  nChanged 386
		SP:Iteration 14Q (147359.690000 sec): 3 clusters
  Score: Raw -1770465.348293 + Penalty 3160.669881 = -1767304.678412
  nChanged 290
		SP:Iteration 15Q (147360.010000 sec): 3 clusters
  Score: Raw -1770552.023481 + Penalty 3160.669881 = -1767391.353600
  nChanged 234
		SP:Iteration 16Q (147360.340000 sec): 3 clusters
  Score: Raw -1770614.298362 + Penalty 3160.669881 = -1767453.628480
  nChanged 209
		SP:Iteration 17Q (147360.610000 sec): 3 clusters
  Score: Raw -1770673.922827 + Penalty 3160.669881 = -1767513.252946
  nChanged 209
		SP:Iteration 18Q (147360.850000 sec): 3 clusters
  Score: Raw -1770730.138978 + Penalty 3160.669881 = -1767569.469097
  nChanged 207
		SP:Iteration 19Q (147361.100000 sec): 3 clusters
  Score: Raw -1770781.954465 + Penalty 3160.669881 = -1767621.284583
  nChanged 174
		SP:Iteration 20F (147361.370000 sec): 3 clusters
  Score: Raw -1770824.836494 + Penalty 3160.669881 = -1767664.166613
  nChanged 159
		SP:Iteration 21Q (147361.660000 sec): 3 clusters
  Score: Raw -1770864.031266 + Penalty 3160.669881 = -1767703.361384
  nChanged 160
		SP:Iteration 22Q (147361.990000 sec): 3 clusters
  Score: Raw -1770901.781898 + Penalty 3160.669881 = -1767741.112017
  nChanged 168
		SP:Iteration 23Q (147362.260000 sec): 3 clusters
  Score: Raw -1770941.737237 + Penalty 3160.669881 = -1767781.067356
  nChanged 153
		SP:Iteration 24Q (147362.500000 sec): 3 clusters
  Score: Raw -1770980.111646 + Penalty 3160.669881 = -1767819.441765
  nChanged 143
		SP:Iteration 25Q (147362.790000 sec): 3 clusters
  Score: Raw -1771012.656715 + Penalty 3160.669881 = -1767851.986834
  nChanged 145
		SP:Iteration 26Q (147363.060000 sec): 3 clusters
  Score: Raw -1771046.144978 + Penalty 3160.669881 = -1767885.475096
  nChanged 137
		SP:Iteration 27Q (147363.320000 sec): 3 clusters
  Score: Raw -1771077.737218 + Penalty 3160.669881 = -1767917.067337
  nChanged 131
		SP:Iteration 28Q (147363.640000 sec): 3 clusters
  Score: Raw -1771108.605631 + Penalty 3160.669881 = -1767947.935750
  nChanged 112
		SP:Iteration 29Q (147363.910000 sec): 3 clusters
  Score: Raw -1771133.481382 + Penalty 3160.669881 = -1767972.811500
  nChanged 109
		SP:Iteration 30Q (147364.210000 sec): 3 clusters
  Score: Raw -1771156.580956 + Penalty 3160.669881 = -1767995.911074
  nChanged 129
		SP:Iteration 31Q (147364.450000 sec): 3 clusters
  Score: Raw -1771183.989719 + Penalty 3160.669881 = -1768023.319838
  nChanged 116
		SP:Iteration 32Q (147364.700000 sec): 3 clusters
  Score: Raw -1771208.001552 + Penalty 3160.669881 = -1768047.331671
  nChanged 117
		SP:Iteration 33Q (147365.030000 sec): 3 clusters
  Score: Raw -1771235.540421 + Penalty 3160.669881 = -1768074.870540
  nChanged 125
		SP:Iteration 34Q (147365.340000 sec): 3 clusters
  Score: Raw -1771260.781721 + Penalty 3160.669881 = -1768100.111840
  nChanged 112
		SP:Iteration 35Q (147365.620000 sec): 3 clusters
  Score: Raw -1771284.622004 + Penalty 3160.669881 = -1768123.952122
  nChanged 106
		SP:Iteration 36Q (147365.870000 sec): 3 clusters
  Score: Raw -1771307.700438 + Penalty 3160.669881 = -1768147.030557
  nChanged 110
		SP:Iteration 37Q (147366.170000 sec): 3 clusters
  Score: Raw -1771332.012016 + Penalty 3160.669881 = -1768171.342135
  nChanged 119
		SP:Iteration 38Q (147366.430000 sec): 3 clusters
  Score: Raw -1771358.731020 + Penalty 3160.669881 = -1768198.061139
  nChanged 104
		SP:Iteration 39Q (147366.710000 sec): 3 clusters
  Score: Raw -1771381.628236 + Penalty 3160.669881 = -1768220.958354
  nChanged 106
		SP:Iteration 40F (147366.970000 sec): 3 clusters
  Score: Raw -1771406.962170 + Penalty 3160.669881 = -1768246.292288
  nChanged 114
		SP:Iteration 41Q (147367.220000 sec): 3 clusters
  Score: Raw -1771437.556446 + Penalty 3160.669881 = -1768276.886564
  nChanged 110
		SP:Iteration 42Q (147367.520000 sec): 3 clusters
  Score: Raw -1771464.084619 + Penalty 3160.669881 = -1768303.414738
  nChanged 107
		SP:Iteration 43Q (147367.770000 sec): 3 clusters
  Score: Raw -1771488.494848 + Penalty 3160.669881 = -1768327.824967
  nChanged 104
		SP:Iteration 44Q (147368.070000 sec): 3 clusters
  Score: Raw -1771511.571666 + Penalty 3160.669881 = -1768350.901785
  nChanged 86
		SP:Iteration 45Q (147368.290000 sec): 3 clusters
  Score: Raw -1771532.191845 + Penalty 3160.669881 = -1768371.521964
  nChanged 106
		SP:Iteration 46Q (147368.560000 sec): 3 clusters
  Score: Raw -1771558.316574 + Penalty 3160.669881 = -1768397.646693
  nChanged 112
		SP:Iteration 47Q (147368.830000 sec): 3 clusters
  Score: Raw -1771587.132834 + Penalty 3160.669881 = -1768426.462953
  nChanged 96
		SP:Iteration 48Q (147369.080000 sec): 3 clusters
  Score: Raw -1771610.999692 + Penalty 3160.669881 = -1768450.329810
  nChanged 99
		SP:Iteration 49Q (147369.370000 sec): 3 clusters
  Score: Raw -1771634.949399 + Penalty 3160.669881 = -1768474.279517
  nChanged 110
		SP:Iteration 50Q (147369.610000 sec): 3 clusters
  Score: Raw -1771663.036989 + Penalty 3160.669881 = -1768502.367108
  nChanged 96
		SP:Iteration 51Q (147369.870000 sec): 3 clusters
  Score: Raw -1771692.498570 + Penalty 3160.669881 = -1768531.828689
  nChanged 99
		SP:Iteration 52Q (147370.130000 sec): 3 clusters
  Score: Raw -1771721.382197 + Penalty 3160.669881 = -1768560.712315
  nChanged 92
		SP:Iteration 53Q (147370.400000 sec): 3 clusters
  Score: Raw -1771745.984875 + Penalty 3160.669881 = -1768585.314994
  nChanged 83
		SP:Iteration 54Q (147370.710000 sec): 3 clusters
  Score: Raw -1771768.987014 + Penalty 3160.669881 = -1768608.317132
  nChanged 88
		SP:Iteration 55Q (147371.010000 sec): 3 clusters
  Score: Raw -1771798.496081 + Penalty 3160.669881 = -1768637.826200
  nChanged 92
		SP:Iteration 56Q (147371.210000 sec): 3 clusters
  Score: Raw -1771826.361449 + Penalty 3160.669881 = -1768665.691567
  nChanged 90
		SP:Iteration 57Q (147371.440000 sec): 3 clusters
  Score: Raw -1771850.595186 + Penalty 3160.669881 = -1768689.925305
  nChanged 77
		SP:Iteration 58Q (147371.730000 sec): 3 clusters
  Score: Raw -1771870.647054 + Penalty 3160.669881 = -1768709.977172
  nChanged 70
		SP:Iteration 59Q (147372.010000 sec): 3 clusters
  Score: Raw -1771888.830167 + Penalty 3160.669881 = -1768728.160285
  nChanged 64
		SP:Iteration 60F (147372.300000 sec): 3 clusters
  Score: Raw -1771906.151320 + Penalty 3160.669881 = -1768745.481439
  nChanged 63
		SP:Iteration 61Q (147372.590000 sec): 3 clusters
  Score: Raw -1771927.529865 + Penalty 3160.669881 = -1768766.859984
  nChanged 64
		SP:Iteration 62Q (147372.890000 sec): 3 clusters
  Score: Raw -1771945.827741 + Penalty 3160.669881 = -1768785.157860
  nChanged 55
		SP:Iteration 63Q (147373.150000 sec): 3 clusters
  Score: Raw -1771957.999419 + Penalty 3160.669881 = -1768797.329538
  nChanged 57
		SP:Iteration 64Q (147373.470000 sec): 3 clusters
  Score: Raw -1771971.145412 + Penalty 3160.669881 = -1768810.475531
  nChanged 39
		SP:Iteration 65Q (147373.760000 sec): 3 clusters
  Score: Raw -1771978.698173 + Penalty 3160.669881 = -1768818.028292
  nChanged 37
		SP:Iteration 66Q (147374.040000 sec): 3 clusters
  Score: Raw -1771986.360408 + Penalty 3160.669881 = -1768825.690527
  nChanged 32
		SP:Iteration 67Q (147374.270000 sec): 3 clusters
  Score: Raw -1771993.217859 + Penalty 3160.669881 = -1768832.547978
  nChanged 25
		SP:Iteration 68Q (147374.600000 sec): 3 clusters
  Score: Raw -1771998.091361 + Penalty 3160.669881 = -1768837.421479
  nChanged 26
		SP:Iteration 69Q (147374.880000 sec): 3 clusters
  Score: Raw -1772003.603733 + Penalty 3160.669881 = -1768842.933852
  nChanged 21
		SP:Iteration 70Q (147375.170000 sec): 3 clusters
  Score: Raw -1772007.812149 + Penalty 3160.669881 = -1768847.142267
  nChanged 23
		SP:Iteration 71Q (147375.470000 sec): 3 clusters
  Score: Raw -1772013.117084 + Penalty 3160.669881 = -1768852.447202
  nChanged 33
		SP:Iteration 72Q (147375.710000 sec): 3 clusters
  Score: Raw -1772019.630672 + Penalty 3160.669881 = -1768858.960791
  nChanged 27
		SP:Iteration 73Q (147375.970000 sec): 3 clusters
  Score: Raw -1772025.229956 + Penalty 3160.669881 = -1768864.560074
  nChanged 25
		SP:Iteration 74Q (147376.210000 sec): 3 clusters
  Score: Raw -1772031.566676 + Penalty 3160.669881 = -1768870.896794
  nChanged 26
		SP:Iteration 75Q (147376.490000 sec): 3 clusters
  Score: Raw -1772036.516925 + Penalty 3160.669881 = -1768875.847044
  nChanged 19
		SP:Iteration 76Q (147376.830000 sec): 3 clusters
  Score: Raw -1772041.487522 + Penalty 3160.669881 = -1768880.817641
  nChanged 21
		SP:Iteration 77Q (147377.090000 sec): 3 clusters
  Score: Raw -1772045.702758 + Penalty 3160.669881 = -1768885.032877
  nChanged 27
		SP:Iteration 78Q (147377.410000 sec): 3 clusters
  Score: Raw -1772052.168749 + Penalty 3160.669881 = -1768891.498868
  nChanged 31
		SP:Iteration 79Q (147377.680000 sec): 3 clusters
  Score: Raw -1772058.907947 + Penalty 3160.669881 = -1768898.238065
  nChanged 27
		SP:Iteration 80F (147377.980000 sec): 3 clusters
  Score: Raw -1772064.676440 + Penalty 3160.669881 = -1768904.006558
  nChanged 22
		SP:Iteration 81Q (147378.270000 sec): 3 clusters
  Score: Raw -1772069.179558 + Penalty 3160.669881 = -1768908.509676
  nChanged 18
		SP:Iteration 82Q (147378.540000 sec): 3 clusters
  Score: Raw -1772072.828848 + Penalty 3160.669881 = -1768912.158966
  nChanged 22
		SP:Iteration 83Q (147378.860000 sec): 3 clusters
  Score: Raw -1772077.464342 + Penalty 3160.669881 = -1768916.794460
  nChanged 19
		SP:Iteration 84Q (147379.160000 sec): 3 clusters
  Score: Raw -1772082.770774 + Penalty 3160.669881 = -1768922.100892
  nChanged 26
		SP:Iteration 85Q (147379.440000 sec): 3 clusters
  Score: Raw -1772090.783187 + Penalty 3160.669881 = -1768930.113306
  nChanged 29
		SP:Iteration 86Q (147379.750000 sec): 3 clusters
  Score: Raw -1772098.853805 + Penalty 3160.669881 = -1768938.183923
  nChanged 25
		SP:Iteration 87Q (147380.010000 sec): 3 clusters
  Score: Raw -1772105.025075 + Penalty 3160.669881 = -1768944.355193
  nChanged 22
		SP:Iteration 88Q (147380.260000 sec): 3 clusters
  Score: Raw -1772112.080752 + Penalty 3160.669881 = -1768951.410871
  nChanged 24
		SP:Iteration 89Q (147380.580000 sec): 3 clusters
  Score: Raw -1772120.168169 + Penalty 3160.669881 = -1768959.498287
  nChanged 20
		SP:Iteration 90Q (147380.880000 sec): 3 clusters
  Score: Raw -1772124.565012 + Penalty 3160.669881 = -1768963.895131
  nChanged 17
		SP:Iteration 91Q (147381.220000 sec): 3 clusters
  Score: Raw -1772129.061339 + Penalty 3160.669881 = -1768968.391457
  nChanged 16
		SP:Iteration 92Q (147381.500000 sec): 3 clusters
  Score: Raw -1772134.538360 + Penalty 3160.669881 = -1768973.868478
  nChanged 21
		SP:Iteration 93Q (147381.740000 sec): 3 clusters
  Score: Raw -1772141.321810 + Penalty 3160.669881 = -1768980.651928
  nChanged 12
		SP:Iteration 94Q (147382.040000 sec): 3 clusters
  Score: Raw -1772144.673647 + Penalty 3160.669881 = -1768984.003766
  nChanged 14
		SP:Iteration 95Q (147382.260000 sec): 3 clusters
  Score: Raw -1772149.358748 + Penalty 3160.669881 = -1768988.688867
  nChanged 16
		SP:Iteration 96Q (147382.490000 sec): 3 clusters
  Score: Raw -1772153.140822 + Penalty 3160.669881 = -1768992.470941
  nChanged 19
		SP:Iteration 97Q (147382.750000 sec): 3 clusters
  Score: Raw -1772159.424404 + Penalty 3160.669881 = -1768998.754523
  nChanged 15
		SP:Iteration 98Q (147382.980000 sec): 3 clusters
  Score: Raw -1772163.219126 + Penalty 3160.669881 = -1769002.549244
  nChanged 12
		SP:Iteration 99Q (147383.210000 sec): 3 clusters
  Score: Raw -1772166.132114 + Penalty 3160.669881 = -1769005.462232
  nChanged 13
		SP:Iteration 100F (147383.440000 sec): 3 clusters
  Score: Raw -1772169.248475 + Penalty 3160.669881 = -1769008.578593
  nChanged 9
		SP:Iteration 101Q (147383.680000 sec): 3 clusters
  Score: Raw -1772171.263969 + Penalty 3160.669881 = -1769010.594088
  nChanged 7
		SP:Iteration 102Q (147383.920000 sec): 3 clusters
  Score: Raw -1772172.968595 + Penalty 3160.669881 = -1769012.298713
  nChanged 9
		SP:Iteration 103Q (147384.150000 sec): 3 clusters
  Score: Raw -1772176.073645 + Penalty 3160.669881 = -1769015.403764
  nChanged 16
		SP:Iteration 104Q (147384.410000 sec): 3 clusters
  Score: Raw -1772182.444980 + Penalty 3160.669881 = -1769021.775099
  nChanged 18
		SP:Iteration 105Q (147384.690000 sec): 3 clusters
  Score: Raw -1772189.756092 + Penalty 3160.669881 = -1769029.086211
  nChanged 22
		SP:Iteration 106Q (147384.960000 sec): 3 clusters
  Score: Raw -1772196.759987 + Penalty 3160.669881 = -1769036.090106
  nChanged 12
		SP:Iteration 107Q (147385.200000 sec): 3 clusters
  Score: Raw -1772200.107500 + Penalty 3160.669881 = -1769039.437618
  nChanged 11
		SP:Iteration 108Q (147385.470000 sec): 3 clusters
  Score: Raw -1772203.124369 + Penalty 3160.669881 = -1769042.454488
  nChanged 14
		SP:Iteration 109Q (147385.790000 sec): 3 clusters
  Score: Raw -1772207.184933 + Penalty 3160.669881 = -1769046.515051
  nChanged 13
		SP:Iteration 110Q (147386.100000 sec): 3 clusters
  Score: Raw -1772211.185777 + Penalty 3160.669881 = -1769050.515896
  nChanged 11
		SP:Iteration 111Q (147386.380000 sec): 3 clusters
  Score: Raw -1772213.281550 + Penalty 3160.669881 = -1769052.611669
  nChanged 6
		SP:Iteration 112Q (147386.680000 sec): 3 clusters
  Score: Raw -1772214.689749 + Penalty 3160.669881 = -1769054.019868
  nChanged 5
		SP:Iteration 113Q (147386.970000 sec): 3 clusters
  Score: Raw -1772215.987834 + Penalty 3160.669881 = -1769055.317953
  nChanged 5
		SP:Iteration 114Q (147387.240000 sec): 3 clusters
  Score: Raw -1772217.763110 + Penalty 3160.669881 = -1769057.093228
  nChanged 4
		SP:Iteration 115Q (147387.450000 sec): 3 clusters
  Score: Raw -1772219.141521 + Penalty 3160.669881 = -1769058.471640
  nChanged 7
		SP:Iteration 116Q (147387.720000 sec): 3 clusters
  Score: Raw -1772220.705162 + Penalty 3160.669881 = -1769060.035281
  nChanged 6
		SP:Iteration 117Q (147387.960000 sec): 3 clusters
  Score: Raw -1772222.125551 + Penalty 3160.669881 = -1769061.455670
  nChanged 4
		SP:Iteration 118Q (147388.260000 sec): 3 clusters
  Score: Raw -1772223.317347 + Penalty 3160.669881 = -1769062.647465
  nChanged 3
		SP:Iteration 119Q (147388.450000 sec): 3 clusters
  Score: Raw -1772223.876180 + Penalty 3160.669881 = -1769063.206299
  nChanged 2
		SP:Iteration 120F (147388.720000 sec): 3 clusters
  Score: Raw -1772224.079678 + Penalty 3160.669881 = -1769063.409797
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147388.850000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147389.000000 sec): 3 clusters
  Score: Raw -26835.555345 + Penalty 1810.950060 = -25024.605284
  nChanged 34
		SP:Iteration 1F (147389.210000 sec): 3 clusters
  Score: Raw -26913.085512 + Penalty 1810.950060 = -25102.135452
  nChanged 7
		SP:Iteration 2Q (147389.400000 sec): 3 clusters
  Score: Raw -26936.106174 + Penalty 1810.950060 = -25125.156113
  nChanged 8
		SP:Iteration 3Q (147389.620000 sec): 3 clusters
  Score: Raw -26960.073817 + Penalty 1810.950060 = -25149.123756
  nChanged 4
		SP:Iteration 4Q (147389.790000 sec): 3 clusters
  Score: Raw -26980.579666 + Penalty 1810.950060 = -25169.629606
  nChanged 1
		SP:Iteration 5Q (147390.050000 sec): 3 clusters
  Score: Raw -26982.733555 + Penalty 1810.950060 = -25171.783494
  nChanged 1
		SP:Iteration 6Q (147390.250000 sec): 3 clusters
  Score: Raw -26985.062831 + Penalty 1810.950060 = -25174.112770
  nChanged 1
		SP:Iteration 7Q (147390.400000 sec): 3 clusters
  Score: Raw -26988.604206 + Penalty 1810.950060 = -25177.654146
  nChanged 0
		SP:Iteration 8F (147390.610000 sec): 3 clusters
  Score: Raw -26988.604206 + Penalty 1810.950060 = -25177.654146
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147390.730000 sec): 2 clusters
  Score: Raw -116695.916993 + Penalty 1175.670993 = -115520.246000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147390.940000 sec): 3 clusters
  Score: Raw -116168.962419 + Penalty 2351.341987 = -113817.620432
  nChanged 483
		SP:Iteration 1F (147391.130000 sec): 3 clusters
  Score: Raw -116569.139104 + Penalty 2351.341987 = -114217.797117
  nChanged 137
		SP:Iteration 2F (147391.350000 sec): 3 clusters
  Score: Raw -116744.757667 + Penalty 2351.341987 = -114393.415680
  nChanged 98
		SP:Iteration 3F (147391.540000 sec): 3 clusters
  Score: Raw -116903.308060 + Penalty 2351.341987 = -114551.966073
  nChanged 98
		SP:Iteration 4F (147391.720000 sec): 3 clusters
  Score: Raw -117071.359419 + Penalty 2351.341987 = -114720.017433
  nChanged 70
		SP:Iteration 5F (147391.920000 sec): 3 clusters
  Score: Raw -117182.479274 + Penalty 2351.341987 = -114831.137287
  nChanged 38
		SP:Iteration 6Q (147392.100000 sec): 3 clusters
  Score: Raw -117232.850503 + Penalty 2351.341987 = -114881.508517
  nChanged 33
		SP:Iteration 7Q (147392.280000 sec): 3 clusters
  Score: Raw -117267.499177 + Penalty 2351.341987 = -114916.157190
  nChanged 19
		SP:Iteration 8Q (147392.480000 sec): 3 clusters
  Score: Raw -117280.901131 + Penalty 2351.341987 = -114929.559144
  nChanged 17
		SP:Iteration 9Q (147392.730000 sec): 3 clusters
  Score: Raw -117293.084235 + Penalty 2351.341987 = -114941.742248
  nChanged 6
		SP:Iteration 10Q (147392.880000 sec): 3 clusters
  Score: Raw -117299.687971 + Penalty 2351.341987 = -114948.345984
  nChanged 8
		SP:Iteration 11Q (147393.100000 sec): 3 clusters
  Score: Raw -117304.849397 + Penalty 2351.341987 = -114953.507410
  nChanged 7
		SP:Iteration 12Q (147393.260000 sec): 3 clusters
  Score: Raw -117312.242370 + Penalty 2351.341987 = -114960.900383
  nChanged 6
		SP:Iteration 13Q (147393.510000 sec): 3 clusters
  Score: Raw -117318.198434 + Penalty 2351.341987 = -114966.856448
  nChanged 6
		SP:Iteration 14Q (147393.680000 sec): 3 clusters
  Score: Raw -117322.755076 + Penalty 2351.341987 = -114971.413090
  nChanged 6
		SP:Iteration 15Q (147393.860000 sec): 3 clusters
  Score: Raw -117326.730493 + Penalty 2351.341987 = -114975.388507
  nChanged 5
		SP:Iteration 16Q (147394.090000 sec): 3 clusters
  Score: Raw -117329.888923 + Penalty 2351.341987 = -114978.546937
  nChanged 0
		SP:Iteration 17F (147394.270000 sec): 3 clusters
  Score: Raw -117329.888923 + Penalty 2351.341987 = -114978.546937
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147394.410000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147394.620000 sec): 3 clusters
  Score: Raw -30588.822192 + Penalty 1847.163424 = -28741.658767
  nChanged 51
		SP:Iteration 1F (147394.770000 sec): 3 clusters
  Score: Raw -30706.358602 + Penalty 1847.163424 = -28859.195178
  nChanged 15
		SP:Iteration 2F (147394.980000 sec): 3 clusters
  Score: Raw -30743.507783 + Penalty 1847.163424 = -28896.344358
  nChanged 3
		SP:Iteration 3Q (147395.140000 sec): 3 clusters
  Score: Raw -30752.103886 + Penalty 1847.163424 = -28904.940462
  nChanged 4
		SP:Iteration 4Q (147395.330000 sec): 3 clusters
  Score: Raw -30759.492755 + Penalty 1847.163424 = -28912.329330
  nChanged 1
		SP:Iteration 5Q (147395.540000 sec): 3 clusters
  Score: Raw -30761.837958 + Penalty 1847.163424 = -28914.674534
  nChanged 0
		SP:Iteration 6F (147395.710000 sec): 3 clusters
  Score: Raw -30761.837958 + Penalty 1847.163424 = -28914.674534
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147395.840000 sec): 2 clusters
  Score: Raw -278625.945006 + Penalty 1274.370302 = -277351.574705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147396.060000 sec): 3 clusters
  Score: Raw -277452.820636 + Penalty 2548.740603 = -274904.080033
  nChanged 919
		SP:Iteration 1F (147396.340000 sec): 3 clusters
  Score: Raw -278011.154340 + Penalty 2548.740603 = -275462.413737
  nChanged 204
		SP:Iteration 2F (147396.540000 sec): 3 clusters
  Score: Raw -278149.132491 + Penalty 2548.740603 = -275600.391887
  nChanged 132
		SP:Iteration 3F (147396.780000 sec): 3 clusters
  Score: Raw -278236.169939 + Penalty 2548.740603 = -275687.429336
  nChanged 93
		SP:Iteration 4Q (147396.980000 sec): 3 clusters
  Score: Raw -278285.178018 + Penalty 2548.740603 = -275736.437415
  nChanged 61
		SP:Iteration 5Q (147397.200000 sec): 3 clusters
  Score: Raw -278314.480429 + Penalty 2548.740603 = -275765.739826
  nChanged 41
		SP:Iteration 6Q (147397.380000 sec): 3 clusters
  Score: Raw -278332.497371 + Penalty 2548.740603 = -275783.756768
  nChanged 27
		SP:Iteration 7Q (147397.580000 sec): 3 clusters
  Score: Raw -278345.713058 + Penalty 2548.740603 = -275796.972455
  nChanged 29
		SP:Iteration 8Q (147397.840000 sec): 3 clusters
  Score: Raw -278359.011465 + Penalty 2548.740603 = -275810.270862
  nChanged 30
		SP:Iteration 9Q (147398.030000 sec): 3 clusters
  Score: Raw -278375.677995 + Penalty 2548.740603 = -275826.937391
  nChanged 41
		SP:Iteration 10Q (147398.240000 sec): 3 clusters
  Score: Raw -278395.223587 + Penalty 2548.740603 = -275846.482984
  nChanged 34
		SP:Iteration 11Q (147398.450000 sec): 3 clusters
  Score: Raw -278407.732553 + Penalty 2548.740603 = -275858.991950
  nChanged 32
		SP:Iteration 12Q (147398.640000 sec): 3 clusters
  Score: Raw -278419.292791 + Penalty 2548.740603 = -275870.552187
  nChanged 23
		SP:Iteration 13Q (147398.800000 sec): 3 clusters
  Score: Raw -278430.825138 + Penalty 2548.740603 = -275882.084535
  nChanged 25
		SP:Iteration 14Q (147399.010000 sec): 3 clusters
  Score: Raw -278438.563092 + Penalty 2548.740603 = -275889.822488
  nChanged 18
		SP:Iteration 15Q (147399.260000 sec): 3 clusters
  Score: Raw -278444.516208 + Penalty 2548.740603 = -275895.775605
  nChanged 12
		SP:Iteration 16Q (147399.470000 sec): 3 clusters
  Score: Raw -278448.837590 + Penalty 2548.740603 = -275900.096987
  nChanged 10
		SP:Iteration 17Q (147399.620000 sec): 3 clusters
  Score: Raw -278452.284256 + Penalty 2548.740603 = -275903.543653
  nChanged 13
		SP:Iteration 18Q (147399.840000 sec): 3 clusters
  Score: Raw -278458.442783 + Penalty 2548.740603 = -275909.702180
  nChanged 11
		SP:Iteration 19Q (147399.980000 sec): 3 clusters
  Score: Raw -278462.164113 + Penalty 2548.740603 = -275913.423510
  nChanged 9
		SP:Iteration 20F (147400.200000 sec): 3 clusters
  Score: Raw -278464.567344 + Penalty 2548.740603 = -275915.826741
  nChanged 8
		SP:Iteration 21Q (147400.360000 sec): 3 clusters
  Score: Raw -278467.272077 + Penalty 2548.740603 = -275918.531474
  nChanged 12
		SP:Iteration 22Q (147400.570000 sec): 3 clusters
  Score: Raw -278471.180167 + Penalty 2548.740603 = -275922.439564
  nChanged 13
		SP:Iteration 23Q (147400.750000 sec): 3 clusters
  Score: Raw -278474.866562 + Penalty 2548.740603 = -275926.125959
  nChanged 14
		SP:Iteration 24Q (147400.930000 sec): 3 clusters
  Score: Raw -278480.118343 + Penalty 2548.740603 = -275931.377740
  nChanged 13
		SP:Iteration 25Q (147401.130000 sec): 3 clusters
  Score: Raw -278484.421156 + Penalty 2548.740603 = -275935.680552
  nChanged 9
		SP:Iteration 26Q (147401.300000 sec): 3 clusters
  Score: Raw -278486.678649 + Penalty 2548.740603 = -275937.938045
  nChanged 8
		SP:Iteration 27Q (147401.480000 sec): 3 clusters
  Score: Raw -278489.717692 + Penalty 2548.740603 = -275940.977089
  nChanged 12
		SP:Iteration 28Q (147401.720000 sec): 3 clusters
  Score: Raw -278494.294761 + Penalty 2548.740603 = -275945.554158
  nChanged 13
		SP:Iteration 29Q (147401.880000 sec): 3 clusters
  Score: Raw -278500.025364 + Penalty 2548.740603 = -275951.284761
  nChanged 11
		SP:Iteration 30Q (147402.110000 sec): 3 clusters
  Score: Raw -278505.145594 + Penalty 2548.740603 = -275956.404991
  nChanged 14
		SP:Iteration 31Q (147402.380000 sec): 3 clusters
  Score: Raw -278511.938047 + Penalty 2548.740603 = -275963.197444
  nChanged 10
		SP:Iteration 32Q (147402.600000 sec): 3 clusters
  Score: Raw -278515.873691 + Penalty 2548.740603 = -275967.133088
  nChanged 11
		SP:Iteration 33Q (147402.840000 sec): 3 clusters
  Score: Raw -278519.606938 + Penalty 2548.740603 = -275970.866335
  nChanged 15
		SP:Iteration 34Q (147403.060000 sec): 3 clusters
  Score: Raw -278524.115247 + Penalty 2548.740603 = -275975.374643
  nChanged 9
		SP:Iteration 35Q (147403.260000 sec): 3 clusters
  Score: Raw -278527.172498 + Penalty 2548.740603 = -275978.431895
  nChanged 15
		SP:Iteration 36Q (147403.440000 sec): 3 clusters
  Score: Raw -278533.771356 + Penalty 2548.740603 = -275985.030753
  nChanged 14
		SP:Iteration 37Q (147403.660000 sec): 3 clusters
  Score: Raw -278541.073034 + Penalty 2548.740603 = -275992.332430
  nChanged 21
		SP:Iteration 38Q (147403.880000 sec): 3 clusters
  Score: Raw -278550.710913 + Penalty 2548.740603 = -276001.970310
  nChanged 14
		SP:Iteration 39Q (147404.060000 sec): 3 clusters
  Score: Raw -278557.374990 + Penalty 2548.740603 = -276008.634386
  nChanged 15
		SP:Iteration 40F (147404.220000 sec): 3 clusters
  Score: Raw -278564.346958 + Penalty 2548.740603 = -276015.606355
  nChanged 21
		SP:Iteration 41Q (147404.460000 sec): 3 clusters
  Score: Raw -278572.876790 + Penalty 2548.740603 = -276024.136187
  nChanged 17
		SP:Iteration 42Q (147404.640000 sec): 3 clusters
  Score: Raw -278579.762556 + Penalty 2548.740603 = -276031.021953
  nChanged 15
		SP:Iteration 43Q (147404.840000 sec): 3 clusters
  Score: Raw -278585.224569 + Penalty 2548.740603 = -276036.483966
  nChanged 10
		SP:Iteration 44Q (147405.020000 sec): 3 clusters
  Score: Raw -278590.764849 + Penalty 2548.740603 = -276042.024245
  nChanged 14
		SP:Iteration 45Q (147405.230000 sec): 3 clusters
  Score: Raw -278596.837427 + Penalty 2548.740603 = -276048.096824
  nChanged 17
		SP:Iteration 46Q (147405.410000 sec): 3 clusters
  Score: Raw -278606.079756 + Penalty 2548.740603 = -276057.339153
  nChanged 13
		SP:Iteration 47Q (147405.610000 sec): 3 clusters
  Score: Raw -278611.633979 + Penalty 2548.740603 = -276062.893376
  nChanged 17
		SP:Iteration 48Q (147405.760000 sec): 3 clusters
  Score: Raw -278618.228089 + Penalty 2548.740603 = -276069.487486
  nChanged 6
		SP:Iteration 49Q (147405.960000 sec): 3 clusters
  Score: Raw -278620.738531 + Penalty 2548.740603 = -276071.997928
  nChanged 9
		SP:Iteration 50Q (147406.190000 sec): 3 clusters
  Score: Raw -278624.753254 + Penalty 2548.740603 = -276076.012650
  nChanged 9
		SP:Iteration 51Q (147406.340000 sec): 3 clusters
  Score: Raw -278628.092528 + Penalty 2548.740603 = -276079.351925
  nChanged 10
		SP:Iteration 52Q (147406.530000 sec): 3 clusters
  Score: Raw -278634.261272 + Penalty 2548.740603 = -276085.520669
  nChanged 10
		SP:Iteration 53Q (147406.720000 sec): 3 clusters
  Score: Raw -278637.990208 + Penalty 2548.740603 = -276089.249605
  nChanged 4
		SP:Iteration 54Q (147406.900000 sec): 3 clusters
  Score: Raw -278639.215532 + Penalty 2548.740603 = -276090.474929
  nChanged 2
		SP:Iteration 55Q (147407.040000 sec): 3 clusters
  Score: Raw -278639.787075 + Penalty 2548.740603 = -276091.046472
  nChanged 1
		SP:Iteration 56Q (147407.270000 sec): 3 clusters
  Score: Raw -278639.987927 + Penalty 2548.740603 = -276091.247324
  nChanged 1
		SP:Iteration 57Q (147407.460000 sec): 3 clusters
  Score: Raw -278640.318064 + Penalty 2548.740603 = -276091.577461
  nChanged 2
		SP:Iteration 58Q (147407.600000 sec): 3 clusters
  Score: Raw -278641.350660 + Penalty 2548.740603 = -276092.610057
  nChanged 2
		SP:Iteration 59Q (147407.780000 sec): 3 clusters
  Score: Raw -278641.913160 + Penalty 2548.740603 = -276093.172557
  nChanged 4
		SP:Iteration 60F (147407.980000 sec): 3 clusters
  Score: Raw -278643.118900 + Penalty 2548.740603 = -276094.378297
  nChanged 2
		SP:Iteration 61Q (147408.140000 sec): 3 clusters
  Score: Raw -278643.471993 + Penalty 2548.740603 = -276094.731389
  nChanged 1
		SP:Iteration 62Q (147408.310000 sec): 3 clusters
  Score: Raw -278643.844804 + Penalty 2548.740603 = -276095.104201
  nChanged 0
		SP:Iteration 63F (147408.480000 sec): 3 clusters
  Score: Raw -278643.844804 + Penalty 2548.740603 = -276095.104201
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147408.600000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147408.760000 sec): 3 clusters
  Score: Raw -49869.507551 + Penalty 1997.557009 = -47871.950543
  nChanged 83
		SP:Iteration 1F (147408.940000 sec): 3 clusters
  Score: Raw -49992.416471 + Penalty 1997.557009 = -47994.859462
  nChanged 28
		SP:Iteration 2F (147409.100000 sec): 3 clusters
  Score: Raw -50045.441366 + Penalty 1997.557009 = -48047.884357
  nChanged 11
		SP:Iteration 3Q (147409.320000 sec): 3 clusters
  Score: Raw -50070.589139 + Penalty 1997.557009 = -48073.032131
  nChanged 9
		SP:Iteration 4Q (147409.450000 sec): 3 clusters
  Score: Raw -50084.083903 + Penalty 1997.557009 = -48086.526894
  nChanged 8
		SP:Iteration 5Q (147409.680000 sec): 3 clusters
  Score: Raw -50098.730016 + Penalty 1997.557009 = -48101.173008
  nChanged 7
		SP:Iteration 6Q (147409.810000 sec): 3 clusters
  Score: Raw -50111.066449 + Penalty 1997.557009 = -48113.509440
  nChanged 0
		SP:Iteration 7F (147410.040000 sec): 3 clusters
  Score: Raw -50111.066449 + Penalty 1997.557009 = -48113.509440
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (7771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147410.200000 sec): 2 clusters
  Score: Raw -877580.663018 + Penalty 1455.700047 = -876124.962971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147410.390000 sec): 3 clusters
  Score: Raw -873276.531029 + Penalty 2911.400094 = -870365.130935
  nChanged 3294
		SP:Iteration 1F (147410.650000 sec): 3 clusters
  Score: Raw -874971.781563 + Penalty 2911.400094 = -872060.381470
  nChanged 425
		SP:Iteration 2F (147410.850000 sec): 3 clusters
  Score: Raw -875147.017163 + Penalty 2911.400094 = -872235.617069
  nChanged 337
		SP:Iteration 3Q (147411.070000 sec): 3 clusters
  Score: Raw -875271.246907 + Penalty 2911.400094 = -872359.846813
  nChanged 272
		SP:Iteration 4Q (147411.400000 sec): 3 clusters
  Score: Raw -875375.253513 + Penalty 2911.400094 = -872463.853419
  nChanged 273
		SP:Iteration 5Q (147411.600000 sec): 3 clusters
  Score: Raw -875490.287158 + Penalty 2911.400094 = -872578.887064
  nChanged 266
		SP:Iteration 6Q (147411.870000 sec): 3 clusters
  Score: Raw -875612.423691 + Penalty 2911.400094 = -872701.023597
  nChanged 293
		SP:Iteration 7Q (147412.090000 sec): 3 clusters
  Score: Raw -875749.179866 + Penalty 2911.400094 = -872837.779772
  nChanged 296
		SP:Iteration 8Q (147412.360000 sec): 3 clusters
  Score: Raw -875901.881111 + Penalty 2911.400094 = -872990.481017
  nChanged 321
		SP:Iteration 9Q (147412.590000 sec): 3 clusters
  Score: Raw -876083.774284 + Penalty 2911.400094 = -873172.374191
  nChanged 361
		SP:Iteration 10Q (147412.860000 sec): 3 clusters
  Score: Raw -876313.037096 + Penalty 2911.400094 = -873401.637002
  nChanged 389
		SP:Iteration 11F (147413.140000 sec): 3 clusters
  Score: Raw -876608.302477 + Penalty 2911.400094 = -873696.902383
  nChanged 361
		SP:Iteration 12Q (147413.390000 sec): 3 clusters
  Score: Raw -876895.779970 + Penalty 2911.400094 = -873984.379876
  nChanged 283
		SP:Iteration 13Q (147413.600000 sec): 3 clusters
  Score: Raw -877149.717176 + Penalty 2911.400094 = -874238.317082
  nChanged 239
		SP:Iteration 14Q (147413.830000 sec): 3 clusters
  Score: Raw -877370.847750 + Penalty 2911.400094 = -874459.447656
  nChanged 154
		SP:Iteration 15Q (147414.050000 sec): 3 clusters
  Score: Raw -877541.002578 + Penalty 2911.400094 = -874629.602484
  nChanged 92
		SP:Iteration 16Q (147414.310000 sec): 3 clusters
  Score: Raw -877646.510981 + Penalty 2911.400094 = -874735.110887
  nChanged 43
		SP:Iteration 17Q (147414.550000 sec): 3 clusters
  Score: Raw -877695.634468 + Penalty 2911.400094 = -874784.234374
  nChanged 23
		SP:Iteration 18Q (147414.810000 sec): 3 clusters
  Score: Raw -877727.629451 + Penalty 2911.400094 = -874816.229357
  nChanged 14
		SP:Iteration 19Q (147415.030000 sec): 3 clusters
  Score: Raw -877747.975955 + Penalty 2911.400094 = -874836.575861
  nChanged 11
		SP:Iteration 20F (147415.310000 sec): 3 clusters
  Score: Raw -877757.973576 + Penalty 2911.400094 = -874846.573482
  nChanged 4
		SP:Iteration 21Q (147415.530000 sec): 3 clusters
  Score: Raw -877762.916559 + Penalty 2911.400094 = -874851.516465
  nChanged 2
		SP:Iteration 22Q (147415.800000 sec): 3 clusters
  Score: Raw -877765.386443 + Penalty 2911.400094 = -874853.986349
  nChanged 2
		SP:Iteration 23Q (147416.020000 sec): 3 clusters
  Score: Raw -877768.011707 + Penalty 2911.400094 = -874856.611613
  nChanged 2
		SP:Iteration 24Q (147416.290000 sec): 3 clusters
  Score: Raw -877770.741728 + Penalty 2911.400094 = -874859.341634
  nChanged 1
		SP:Iteration 25Q (147416.500000 sec): 3 clusters
  Score: Raw -877771.150289 + Penalty 2911.400094 = -874859.750195
  nChanged 1
		SP:Iteration 26Q (147416.690000 sec): 3 clusters
  Score: Raw -877772.126660 + Penalty 2911.400094 = -874860.726566
  nChanged 1
		SP:Iteration 27Q (147416.910000 sec): 3 clusters
  Score: Raw -877773.031483 + Penalty 2911.400094 = -874861.631389
  nChanged 1
		SP:Iteration 28Q (147417.120000 sec): 3 clusters
  Score: Raw -877774.407529 + Penalty 2911.400094 = -874863.007435
  nChanged 0
		SP:Iteration 29F (147417.380000 sec): 3 clusters
  Score: Raw -877774.407529 + Penalty 2911.400094 = -874863.007435
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (164292 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (147418.140000 sec): 2 clusters
  Score: Raw -17133545.015051 + Penalty 1951.527599 = -17131593.487452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (147418.980000 sec): 3 clusters
  Score: Raw -17025435.657641 + Penalty 3903.055199 = -17021532.602443
  nChanged 79184
		SP:Iteration 1F (147419.790000 sec): 3 clusters
  Score: Raw -17072262.553198 + Penalty 3903.055199 = -17068359.497999
  nChanged 5910
		SP:Iteration 2Q (147420.710000 sec): 3 clusters
  Score: Raw -17074119.037599 + Penalty 3903.055199 = -17070215.982400
  nChanged 7821
		SP:Iteration 3Q (147421.620000 sec): 3 clusters
  Score: Raw -17077521.333269 + Penalty 3903.055199 = -17073618.278071
  nChanged 10677
		SP:Iteration 4F (147422.460000 sec): 3 clusters
  Score: Raw -17083959.844443 + Penalty 3903.055199 = -17080056.789244
  nChanged 14142
		SP:Iteration 5F (147423.350000 sec): 3 clusters
  Score: Raw -17095230.949478 + Penalty 3903.055199 = -17091327.894279
  nChanged 15724
		SP:Iteration 6F (147424.190000 sec): 3 clusters
  Score: Raw -17110422.640065 + Penalty 3903.055199 = -17106519.584866
  nChanged 12847
		SP:Iteration 7F (147425.080000 sec): 3 clusters
  Score: Raw -17123633.583128 + Penalty 3903.055199 = -17119730.527930
  nChanged 6903
		SP:Iteration 8Q (147426.140000 sec): 3 clusters
  Score: Raw -17130497.566010 + Penalty 3903.055199 = -17126594.510812
  nChanged 2451
		SP:Iteration 9Q (147427.160000 sec): 3 clusters
  Score: Raw -17132797.755208 + Penalty 3903.055199 = -17128894.700009
  nChanged 694
		SP:Iteration 10Q (147428.090000 sec): 3 clusters
  Score: Raw -17133445.092460 + Penalty 3903.055199 = -17129542.037261
  nChanged 196
		SP:Iteration 11Q (147428.980000 sec): 3 clusters
  Score: Raw -17133663.454152 + Penalty 3903.055199 = -17129760.398953
  nChanged 78
		SP:Iteration 12Q (147429.650000 sec): 3 clusters
  Score: Raw -17133748.450079 + Penalty 3903.055199 = -17129845.394880
  nChanged 50
		SP:Iteration 13Q (147430.460000 sec): 3 clusters
  Score: Raw -17133823.637143 + Penalty 3903.055199 = -17129920.581944
  nChanged 36
		SP:Iteration 14Q (147431.300000 sec): 3 clusters
  Score: Raw -17133858.472260 + Penalty 3903.055199 = -17129955.417061
  nChanged 26
		SP:Iteration 15Q (147432.100000 sec): 3 clusters
  Score: Raw -17133882.939753 + Penalty 3903.055199 = -17129979.884555
  nChanged 22
		SP:Iteration 16Q (147432.950000 sec): 3 clusters
  Score: Raw -17133903.227743 + Penalty 3903.055199 = -17130000.172544
  nChanged 14
		SP:Iteration 17Q (147433.820000 sec): 3 clusters
  Score: Raw -17133915.859423 + Penalty 3903.055199 = -17130012.804224
  nChanged 12
		SP:Iteration 18Q (147434.620000 sec): 3 clusters
  Score: Raw -17133929.903515 + Penalty 3903.055199 = -17130026.848316
  nChanged 6
		SP:Iteration 19Q (147435.340000 sec): 3 clusters
  Score: Raw -17133936.345353 + Penalty 3903.055199 = -17130033.290154
  nChanged 3
		SP:Iteration 20F (147436.210000 sec): 3 clusters
  Score: Raw -17133939.167841 + Penalty 3903.055199 = -17130036.112643
  nChanged 2
		SP:Iteration 21Q (147436.980000 sec): 3 clusters
  Score: Raw -17133941.648957 + Penalty 3903.055199 = -17130038.593758
  nChanged 2
		SP:Iteration 22Q (147437.770000 sec): 3 clusters
  Score: Raw -17133944.497306 + Penalty 3903.055199 = -17130041.442107
  nChanged 2
		SP:Iteration 23Q (147438.630000 sec): 3 clusters
  Score: Raw -17133946.556307 + Penalty 3903.055199 = -17130043.501108
  nChanged 2
		SP:Iteration 24Q (147439.370000 sec): 3 clusters
  Score: Raw -17133947.544851 + Penalty 3903.055199 = -17130044.489652
  nChanged 1
		SP:Iteration 25Q (147440.110000 sec): 3 clusters
  Score: Raw -17133949.167171 + Penalty 3903.055199 = -17130046.111972
  nChanged 2
		SP:Iteration 26Q (147440.860000 sec): 3 clusters
  Score: Raw -17133950.321118 + Penalty 3903.055199 = -17130047.265919
  nChanged 0
		SP:Iteration 27F (147441.770000 sec): 3 clusters
  Score: Raw -17133950.321118 + Penalty 3903.055199 = -17130047.265919
  nChanged 0
Iteration 659Q (147527.660000 sec): 75 clusters
  Score: Raw -138118824.604643 + Penalty 169872.908604 = -137948951.696039
  nChanged 73
Iteration 660F (147691.020000 sec): 75 clusters
  Score: Raw -138118826.200847 + Penalty 169872.908604 = -137948953.292243
  nChanged 64
Iteration 661Q (147782.980000 sec): 75 clusters
  Score: Raw -138118827.333586 + Penalty 169872.908604 = -137948954.424982
  nChanged 67
Iteration 662Q (147875.750000 sec): 75 clusters
  Score: Raw -138118828.686130 + Penalty 169872.908604 = -137948955.777525
  nChanged 56
Iteration 663Q (147963.650000 sec): 75 clusters
  Score: Raw -138118830.038520 + Penalty 169872.908604 = -137948957.129915
  nChanged 40
Iteration 664Q (148055.120000 sec): 75 clusters
  Score: Raw -138118831.006261 + Penalty 169872.908604 = -137948958.097657
  nChanged 43
Iteration 665Q (148144.970000 sec): 75 clusters
  Score: Raw -138118831.866802 + Penalty 169872.908604 = -137948958.958198
  nChanged 45
Iteration 666Q (148234.710000 sec): 75 clusters
  Score: Raw -138118832.875807 + Penalty 169872.908604 = -137948959.967203
  nChanged 53
Iteration 667Q (148331.490000 sec): 75 clusters
  Score: Raw -138118834.210751 + Penalty 169872.908604 = -137948961.302146
  nChanged 56
Iteration 668Q (148425.390000 sec): 75 clusters
  Score: Raw -138118835.484893 + Penalty 169872.908604 = -137948962.576289
  nChanged 51
Iteration 669Q (148520.390000 sec): 75 clusters
  Score: Raw -138118836.760628 + Penalty 169872.908604 = -137948963.852024
  nChanged 52
Iteration 670Q (148615.220000 sec): 75 clusters
  Score: Raw -138118838.292937 + Penalty 169872.908604 = -137948965.384332
  nChanged 52
Iteration 671Q (148707.220000 sec): 75 clusters
  Score: Raw -138118839.772245 + Penalty 169872.908604 = -137948966.863640
  nChanged 66
Iteration 672Q (148794.400000 sec): 75 clusters
  Score: Raw -138118841.191352 + Penalty 169872.908604 = -137948968.282748
  nChanged 55
Iteration 673Q (148880.650000 sec): 75 clusters
  Score: Raw -138118842.513071 + Penalty 169872.908604 = -137948969.604467
  nChanged 57
Iteration 674Q (148968.350000 sec): 75 clusters
  Score: Raw -138118843.938245 + Penalty 169872.908604 = -137948971.029640
  nChanged 56
Iteration 675Q (149049.900000 sec): 75 clusters
  Score: Raw -138118845.898363 + Penalty 169872.908604 = -137948972.989759
  nChanged 43
Iteration 676Q (149138.380000 sec): 75 clusters
  Score: Raw -138118847.392850 + Penalty 169872.908604 = -137948974.484245
  nChanged 40
Iteration 677Q (149225.620000 sec): 75 clusters
  Score: Raw -138118848.784717 + Penalty 169872.908604 = -137948975.876112
  nChanged 51
Iteration 678Q (149314.430000 sec): 75 clusters
  Score: Raw -138118850.362814 + Penalty 169872.908604 = -137948977.454210
  nChanged 52
Iteration 679Q (149396.430000 sec): 75 clusters
  Score: Raw -138118851.833879 + Penalty 169872.908604 = -137948978.925275
  nChanged 47
Iteration 680F (149562.460000 sec): 75 clusters
  Score: Raw -138118852.923690 + Penalty 169872.908604 = -137948980.015086
  nChanged 48
Iteration 681Q (149653.100000 sec): 75 clusters
  Score: Raw -138118854.215471 + Penalty 169872.908604 = -137948981.306866
  nChanged 44
Iteration 682Q (149746.700000 sec): 75 clusters
  Score: Raw -138118855.327742 + Penalty 169872.908604 = -137948982.419138
  nChanged 48
Iteration 683Q (149834.330000 sec): 75 clusters
  Score: Raw -138118856.548299 + Penalty 169872.908604 = -137948983.639695
  nChanged 46
Iteration 684Q (149915.500000 sec): 75 clusters
  Score: Raw -138118857.967545 + Penalty 169872.908604 = -137948985.058940
  nChanged 52
Iteration 685Q (150005.710000 sec): 75 clusters
  Score: Raw -138118859.091423 + Penalty 169872.908604 = -137948986.182819
  nChanged 50
Iteration 686Q (150093.170000 sec): 75 clusters
  Score: Raw -138118860.425137 + Penalty 169872.908604 = -137948987.516532
  nChanged 43
Iteration 687Q (150198.580000 sec): 75 clusters
  Score: Raw -138118861.489683 + Penalty 169872.908604 = -137948988.581079
  nChanged 47
Iteration 688Q (150306.140000 sec): 75 clusters
  Score: Raw -138118862.646036 + Penalty 169872.908604 = -137948989.737432
  nChanged 48
Iteration 689Q (150414.190000 sec): 75 clusters
  Score: Raw -138118863.731377 + Penalty 169872.908604 = -137948990.822773
  nChanged 45
Iteration 690Q (150519.730000 sec): 75 clusters
  Score: Raw -138118864.730615 + Penalty 169872.908604 = -137948991.822011
  nChanged 41
Iteration 691Q (150618.140000 sec): 75 clusters
  Score: Raw -138118865.499047 + Penalty 169872.908604 = -137948992.590442
  nChanged 47
Iteration 692Q (150699.420000 sec): 75 clusters
  Score: Raw -138118866.273466 + Penalty 169872.908604 = -137948993.364861
  nChanged 39
Iteration 693Q (150792.790000 sec): 75 clusters
  Score: Raw -138118867.170317 + Penalty 169872.908604 = -137948994.261712
  nChanged 47
Iteration 694Q (150876.940000 sec): 75 clusters
  Score: Raw -138118868.184484 + Penalty 169872.908604 = -137948995.275880
  nChanged 51
Iteration 695Q (150970.260000 sec): 75 clusters
  Score: Raw -138118869.141248 + Penalty 169872.908604 = -137948996.232644
  nChanged 43
Iteration 696Q (151067.760000 sec): 75 clusters
  Score: Raw -138118870.015376 + Penalty 169872.908604 = -137948997.106772
  nChanged 50
Iteration 697Q (151157.030000 sec): 75 clusters
  Score: Raw -138118871.254698 + Penalty 169872.908604 = -137948998.346094
  nChanged 47
Iteration 698Q (151249.240000 sec): 75 clusters
  Score: Raw -138118872.669529 + Penalty 169872.908604 = -137948999.760924
  nChanged 50
Writing temp clu file 
Because OldScore, -137948998.346094, is greater than current (better) Score,-137948999.760924 
 Compute initial score before splitting:   Score: Raw -138118872.669529 + Penalty 169872.908604 = -137948999.760924
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151249.790000 sec): 2 clusters
  Score: Raw -112194.454760 + Penalty 1146.207681 = -111048.247079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151249.990000 sec): 3 clusters
  Score: Raw -111783.985537 + Penalty 2292.415361 = -109491.570176
  nChanged 386
		SP:Iteration 1F (151250.140000 sec): 3 clusters
  Score: Raw -112105.330581 + Penalty 2292.415361 = -109812.915220
  nChanged 89
		SP:Iteration 2F (151250.380000 sec): 3 clusters
  Score: Raw -112207.613923 + Penalty 2292.415361 = -109915.198562
  nChanged 50
		SP:Iteration 3Q (151250.610000 sec): 3 clusters
  Score: Raw -112253.442872 + Penalty 2292.415361 = -109961.027511
  nChanged 34
		SP:Iteration 4Q (151250.810000 sec): 3 clusters
  Score: Raw -112291.433128 + Penalty 2292.415361 = -109999.017767
  nChanged 28
		SP:Iteration 5Q (151251.010000 sec): 3 clusters
  Score: Raw -112316.388824 + Penalty 2292.415361 = -110023.973463
  nChanged 25
		SP:Iteration 6Q (151251.180000 sec): 3 clusters
  Score: Raw -112340.835351 + Penalty 2292.415361 = -110048.419990
  nChanged 30
		SP:Iteration 7Q (151251.350000 sec): 3 clusters
  Score: Raw -112394.842574 + Penalty 2292.415361 = -110102.427213
  nChanged 38
		SP:Iteration 8Q (151251.560000 sec): 3 clusters
  Score: Raw -112439.990230 + Penalty 2292.415361 = -110147.574869
  nChanged 18
		SP:Iteration 9Q (151251.760000 sec): 3 clusters
  Score: Raw -112456.732314 + Penalty 2292.415361 = -110164.316953
  nChanged 13
		SP:Iteration 10Q (151251.920000 sec): 3 clusters
  Score: Raw -112469.018698 + Penalty 2292.415361 = -110176.603337
  nChanged 9
		SP:Iteration 11Q (151252.090000 sec): 3 clusters
  Score: Raw -112480.755931 + Penalty 2292.415361 = -110188.340569
  nChanged 10
		SP:Iteration 12Q (151252.270000 sec): 3 clusters
  Score: Raw -112489.919611 + Penalty 2292.415361 = -110197.504249
  nChanged 7
		SP:Iteration 13Q (151252.470000 sec): 3 clusters
  Score: Raw -112494.851692 + Penalty 2292.415361 = -110202.436331
  nChanged 3
		SP:Iteration 14Q (151252.670000 sec): 3 clusters
  Score: Raw -112497.423447 + Penalty 2292.415361 = -110205.008085
  nChanged 6
		SP:Iteration 15Q (151252.890000 sec): 3 clusters
  Score: Raw -112507.550447 + Penalty 2292.415361 = -110215.135086
  nChanged 6
		SP:Iteration 16Q (151253.040000 sec): 3 clusters
  Score: Raw -112513.474581 + Penalty 2292.415361 = -110221.059220
  nChanged 7
		SP:Iteration 17Q (151253.230000 sec): 3 clusters
  Score: Raw -112522.327905 + Penalty 2292.415361 = -110229.912544
  nChanged 10
		SP:Iteration 18Q (151253.460000 sec): 3 clusters
  Score: Raw -112537.532144 + Penalty 2292.415361 = -110245.116783
  nChanged 11
		SP:Iteration 19Q (151253.670000 sec): 3 clusters
  Score: Raw -112549.726114 + Penalty 2292.415361 = -110257.310753
  nChanged 11
		SP:Iteration 20F (151253.850000 sec): 3 clusters
  Score: Raw -112567.869918 + Penalty 2292.415361 = -110275.454557
  nChanged 15
		SP:Iteration 21Q (151254.010000 sec): 3 clusters
  Score: Raw -112594.381349 + Penalty 2292.415361 = -110301.965987
  nChanged 19
		SP:Iteration 22Q (151254.220000 sec): 3 clusters
  Score: Raw -112620.491959 + Penalty 2292.415361 = -110328.076598
  nChanged 19
		SP:Iteration 23Q (151254.410000 sec): 3 clusters
  Score: Raw -112644.596395 + Penalty 2292.415361 = -110352.181034
  nChanged 18
		SP:Iteration 24Q (151254.620000 sec): 3 clusters
  Score: Raw -112664.005361 + Penalty 2292.415361 = -110371.590000
  nChanged 17
		SP:Iteration 25Q (151254.820000 sec): 3 clusters
  Score: Raw -112685.258405 + Penalty 2292.415361 = -110392.843044
  nChanged 16
		SP:Iteration 26Q (151255.030000 sec): 3 clusters
  Score: Raw -112709.921156 + Penalty 2292.415361 = -110417.505794
  nChanged 10
		SP:Iteration 27Q (151255.210000 sec): 3 clusters
  Score: Raw -112722.321853 + Penalty 2292.415361 = -110429.906492
  nChanged 11
		SP:Iteration 28Q (151255.380000 sec): 3 clusters
  Score: Raw -112734.415713 + Penalty 2292.415361 = -110442.000352
  nChanged 10
		SP:Iteration 29Q (151255.590000 sec): 3 clusters
  Score: Raw -112745.193810 + Penalty 2292.415361 = -110452.778449
  nChanged 9
		SP:Iteration 30Q (151255.750000 sec): 3 clusters
  Score: Raw -112754.865631 + Penalty 2292.415361 = -110462.450270
  nChanged 7
		SP:Iteration 31Q (151255.930000 sec): 3 clusters
  Score: Raw -112760.388231 + Penalty 2292.415361 = -110467.972869
  nChanged 4
		SP:Iteration 32Q (151256.150000 sec): 3 clusters
  Score: Raw -112765.359618 + Penalty 2292.415361 = -110472.944256
  nChanged 4
		SP:Iteration 33Q (151256.330000 sec): 3 clusters
  Score: Raw -112770.634027 + Penalty 2292.415361 = -110478.218666
  nChanged 5
		SP:Iteration 34Q (151256.570000 sec): 3 clusters
  Score: Raw -112775.872308 + Penalty 2292.415361 = -110483.456946
  nChanged 3
		SP:Iteration 35Q (151256.790000 sec): 3 clusters
  Score: Raw -112780.400872 + Penalty 2292.415361 = -110487.985511
  nChanged 3
		SP:Iteration 36Q (151256.960000 sec): 3 clusters
  Score: Raw -112784.165006 + Penalty 2292.415361 = -110491.749645
  nChanged 3
		SP:Iteration 37Q (151257.150000 sec): 3 clusters
  Score: Raw -112787.782465 + Penalty 2292.415361 = -110495.367103
  nChanged 4
		SP:Iteration 38Q (151257.420000 sec): 3 clusters
  Score: Raw -112795.522714 + Penalty 2292.415361 = -110503.107352
  nChanged 7
		SP:Iteration 39Q (151257.580000 sec): 3 clusters
  Score: Raw -112805.876671 + Penalty 2292.415361 = -110513.461309
  nChanged 7
		SP:Iteration 40F (151257.820000 sec): 3 clusters
  Score: Raw -112813.399406 + Penalty 2292.415361 = -110520.984045
  nChanged 5
		SP:Iteration 41Q (151258.010000 sec): 3 clusters
  Score: Raw -112819.005763 + Penalty 2292.415361 = -110526.590401
  nChanged 3
		SP:Iteration 42Q (151258.200000 sec): 3 clusters
  Score: Raw -112827.010724 + Penalty 2292.415361 = -110534.595363
  nChanged 6
		SP:Iteration 43Q (151258.360000 sec): 3 clusters
  Score: Raw -112835.536731 + Penalty 2292.415361 = -110543.121369
  nChanged 1
		SP:Iteration 44Q (151258.520000 sec): 3 clusters
  Score: Raw -112837.210204 + Penalty 2292.415361 = -110544.794842
  nChanged 2
		SP:Iteration 45Q (151258.690000 sec): 3 clusters
  Score: Raw -112839.475961 + Penalty 2292.415361 = -110547.060600
  nChanged 2
		SP:Iteration 46Q (151258.900000 sec): 3 clusters
  Score: Raw -112841.702491 + Penalty 2292.415361 = -110549.287129
  nChanged 2
		SP:Iteration 47Q (151259.070000 sec): 3 clusters
  Score: Raw -112844.247286 + Penalty 2292.415361 = -110551.831924
  nChanged 1
		SP:Iteration 48Q (151259.250000 sec): 3 clusters
  Score: Raw -112845.884902 + Penalty 2292.415361 = -110553.469541
  nChanged 0
		SP:Iteration 49F (151259.460000 sec): 3 clusters
  Score: Raw -112845.884902 + Penalty 2292.415361 = -110553.469541
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151259.590000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151259.850000 sec): 3 clusters
  Score: Raw -196014.663959 + Penalty 2470.293299 = -193544.370659
  nChanged 706
		SP:Iteration 1F (151260.000000 sec): 3 clusters
  Score: Raw -196435.713343 + Penalty 2470.293299 = -193965.420044
  nChanged 162
		SP:Iteration 2F (151260.170000 sec): 3 clusters
  Score: Raw -196568.192274 + Penalty 2470.293299 = -194097.898974
  nChanged 118
		SP:Iteration 3F (151260.360000 sec): 3 clusters
  Score: Raw -196700.428110 + Penalty 2470.293299 = -194230.134810
  nChanged 108
		SP:Iteration 4F (151260.520000 sec): 3 clusters
  Score: Raw -196819.604488 + Penalty 2470.293299 = -194349.311189
  nChanged 102
		SP:Iteration 5F (151260.660000 sec): 3 clusters
  Score: Raw -196911.480388 + Penalty 2470.293299 = -194441.187088
  nChanged 91
		SP:Iteration 6Q (151260.770000 sec): 3 clusters
  Score: Raw -197005.048025 + Penalty 2470.293299 = -194534.754726
  nChanged 79
		SP:Iteration 7Q (151260.880000 sec): 3 clusters
  Score: Raw -197074.093889 + Penalty 2470.293299 = -194603.800590
  nChanged 65
		SP:Iteration 8Q (151261.020000 sec): 3 clusters
  Score: Raw -197129.993897 + Penalty 2470.293299 = -194659.700598
  nChanged 67
		SP:Iteration 9Q (151261.140000 sec): 3 clusters
  Score: Raw -197198.611753 + Penalty 2470.293299 = -194728.318454
  nChanged 75
		SP:Iteration 10Q (151261.300000 sec): 3 clusters
  Score: Raw -197260.281336 + Penalty 2470.293299 = -194789.988037
  nChanged 49
		SP:Iteration 11Q (151261.480000 sec): 3 clusters
  Score: Raw -197296.245760 + Penalty 2470.293299 = -194825.952461
  nChanged 31
		SP:Iteration 12Q (151261.650000 sec): 3 clusters
  Score: Raw -197321.721192 + Penalty 2470.293299 = -194851.427893
  nChanged 27
		SP:Iteration 13Q (151261.850000 sec): 3 clusters
  Score: Raw -197339.303622 + Penalty 2470.293299 = -194869.010323
  nChanged 17
		SP:Iteration 14Q (151262.070000 sec): 3 clusters
  Score: Raw -197350.405611 + Penalty 2470.293299 = -194880.112312
  nChanged 14
		SP:Iteration 15Q (151262.260000 sec): 3 clusters
  Score: Raw -197357.262353 + Penalty 2470.293299 = -194886.969054
  nChanged 8
		SP:Iteration 16Q (151262.450000 sec): 3 clusters
  Score: Raw -197362.301607 + Penalty 2470.293299 = -194892.008308
  nChanged 5
		SP:Iteration 17Q (151262.600000 sec): 3 clusters
  Score: Raw -197364.308165 + Penalty 2470.293299 = -194894.014865
  nChanged 2
		SP:Iteration 18Q (151262.810000 sec): 3 clusters
  Score: Raw -197365.317084 + Penalty 2470.293299 = -194895.023785
  nChanged 1
		SP:Iteration 19Q (151262.980000 sec): 3 clusters
  Score: Raw -197365.915272 + Penalty 2470.293299 = -194895.621972
  nChanged 2
		SP:Iteration 20F (151263.170000 sec): 3 clusters
  Score: Raw -197366.820370 + Penalty 2470.293299 = -194896.527071
  nChanged 2
		SP:Iteration 21Q (151263.320000 sec): 3 clusters
  Score: Raw -197368.669960 + Penalty 2470.293299 = -194898.376661
  nChanged 3
		SP:Iteration 22Q (151263.490000 sec): 3 clusters
  Score: Raw -197370.401779 + Penalty 2470.293299 = -194900.108479
  nChanged 1
		SP:Iteration 23Q (151263.680000 sec): 3 clusters
  Score: Raw -197370.783197 + Penalty 2470.293299 = -194900.489897
  nChanged 1
		SP:Iteration 24Q (151263.820000 sec): 3 clusters
  Score: Raw -197371.374787 + Penalty 2470.293299 = -194901.081488
  nChanged 3
		SP:Iteration 25Q (151264.020000 sec): 3 clusters
  Score: Raw -197373.099570 + Penalty 2470.293299 = -194902.806271
  nChanged 3
		SP:Iteration 26Q (151264.220000 sec): 3 clusters
  Score: Raw -197375.553295 + Penalty 2470.293299 = -194905.259996
  nChanged 1
		SP:Iteration 27Q (151264.360000 sec): 3 clusters
  Score: Raw -197375.924227 + Penalty 2470.293299 = -194905.630927
  nChanged 1
		SP:Iteration 28Q (151264.570000 sec): 3 clusters
  Score: Raw -197376.491458 + Penalty 2470.293299 = -194906.198158
  nChanged 1
		SP:Iteration 29Q (151264.760000 sec): 3 clusters
  Score: Raw -197376.773695 + Penalty 2470.293299 = -194906.480396
  nChanged 1
		SP:Iteration 30Q (151264.980000 sec): 3 clusters
  Score: Raw -197377.062583 + Penalty 2470.293299 = -194906.769284
  nChanged 0
		SP:Iteration 31F (151265.130000 sec): 3 clusters
  Score: Raw -197377.062583 + Penalty 2470.293299 = -194906.769284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151265.210000 sec): 2 clusters
  Score: Raw -385007.160799 + Penalty 1349.681311 = -383657.479488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151265.410000 sec): 3 clusters
  Score: Raw -382974.728118 + Penalty 2699.362622 = -380275.365496
  nChanged 1620
		SP:Iteration 1F (151265.560000 sec): 3 clusters
  Score: Raw -384068.971677 + Penalty 2699.362622 = -381369.609055
  nChanged 389
		SP:Iteration 2F (151265.740000 sec): 3 clusters
  Score: Raw -384418.214386 + Penalty 2699.362622 = -381718.851764
  nChanged 334
		SP:Iteration 3F (151265.950000 sec): 3 clusters
  Score: Raw -384764.970024 + Penalty 2699.362622 = -382065.607402
  nChanged 303
		SP:Iteration 4F (151266.110000 sec): 3 clusters
  Score: Raw -385084.063187 + Penalty 2699.362622 = -382384.700565
  nChanged 264
		SP:Iteration 5F (151266.300000 sec): 3 clusters
  Score: Raw -385307.349697 + Penalty 2699.362622 = -382607.987075
  nChanged 174
		SP:Iteration 6Q (151266.540000 sec): 3 clusters
  Score: Raw -385430.546171 + Penalty 2699.362622 = -382731.183549
  nChanged 107
		SP:Iteration 7Q (151266.700000 sec): 3 clusters
  Score: Raw -385510.840847 + Penalty 2699.362622 = -382811.478225
  nChanged 92
		SP:Iteration 8Q (151266.920000 sec): 3 clusters
  Score: Raw -385568.388149 + Penalty 2699.362622 = -382869.025527
  nChanged 65
		SP:Iteration 9Q (151267.120000 sec): 3 clusters
  Score: Raw -385600.856623 + Penalty 2699.362622 = -382901.494001
  nChanged 41
		SP:Iteration 10Q (151267.360000 sec): 3 clusters
  Score: Raw -385623.253236 + Penalty 2699.362622 = -382923.890614
  nChanged 31
		SP:Iteration 11Q (151267.530000 sec): 3 clusters
  Score: Raw -385637.267443 + Penalty 2699.362622 = -382937.904821
  nChanged 30
		SP:Iteration 12Q (151267.710000 sec): 3 clusters
  Score: Raw -385650.719051 + Penalty 2699.362622 = -382951.356429
  nChanged 24
		SP:Iteration 13Q (151267.950000 sec): 3 clusters
  Score: Raw -385660.535626 + Penalty 2699.362622 = -382961.173004
  nChanged 23
		SP:Iteration 14Q (151268.100000 sec): 3 clusters
  Score: Raw -385668.010110 + Penalty 2699.362622 = -382968.647488
  nChanged 17
		SP:Iteration 15Q (151268.320000 sec): 3 clusters
  Score: Raw -385673.595690 + Penalty 2699.362622 = -382974.233068
  nChanged 6
		SP:Iteration 16Q (151268.540000 sec): 3 clusters
  Score: Raw -385675.091268 + Penalty 2699.362622 = -382975.728646
  nChanged 5
		SP:Iteration 17Q (151268.710000 sec): 3 clusters
  Score: Raw -385677.264982 + Penalty 2699.362622 = -382977.902359
  nChanged 4
		SP:Iteration 18Q (151268.930000 sec): 3 clusters
  Score: Raw -385678.067018 + Penalty 2699.362622 = -382978.704396
  nChanged 2
		SP:Iteration 19Q (151269.150000 sec): 3 clusters
  Score: Raw -385678.660671 + Penalty 2699.362622 = -382979.298049
  nChanged 1
		SP:Iteration 20F (151269.350000 sec): 3 clusters
  Score: Raw -385679.194320 + Penalty 2699.362622 = -382979.831698
  nChanged 2
		SP:Iteration 21Q (151269.560000 sec): 3 clusters
  Score: Raw -385679.548782 + Penalty 2699.362622 = -382980.186160
  nChanged 1
		SP:Iteration 22Q (151269.710000 sec): 3 clusters
  Score: Raw -385679.631925 + Penalty 2699.362622 = -382980.269303
  nChanged 1
		SP:Iteration 23Q (151269.900000 sec): 3 clusters
  Score: Raw -385679.965316 + Penalty 2699.362622 = -382980.602694
  nChanged 2
		SP:Iteration 24Q (151270.120000 sec): 3 clusters
  Score: Raw -385680.826702 + Penalty 2699.362622 = -382981.464080
  nChanged 2
		SP:Iteration 25Q (151270.360000 sec): 3 clusters
  Score: Raw -385681.428329 + Penalty 2699.362622 = -382982.065707
  nChanged 2
		SP:Iteration 26Q (151270.530000 sec): 3 clusters
  Score: Raw -385681.928327 + Penalty 2699.362622 = -382982.565705
  nChanged 0
		SP:Iteration 27F (151270.700000 sec): 3 clusters
  Score: Raw -385681.928327 + Penalty 2699.362622 = -382982.565705
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151270.840000 sec): 2 clusters
  Score: Raw -806614.002681 + Penalty 1462.818869 = -805151.183812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151271.100000 sec): 3 clusters
  Score: Raw -802013.563156 + Penalty 2925.637739 = -799087.925418
  nChanged 3476
		SP:Iteration 1F (151271.290000 sec): 3 clusters
  Score: Raw -803907.744219 + Penalty 2925.637739 = -800982.106481
  nChanged 551
		SP:Iteration 2F (151271.540000 sec): 3 clusters
  Score: Raw -804174.623071 + Penalty 2925.637739 = -801248.985332
  nChanged 449
		SP:Iteration 3F (151271.780000 sec): 3 clusters
  Score: Raw -804397.671299 + Penalty 2925.637739 = -801472.033561
  nChanged 391
		SP:Iteration 4Q (151271.980000 sec): 3 clusters
  Score: Raw -804583.413035 + Penalty 2925.637739 = -801657.775297
  nChanged 345
		SP:Iteration 5Q (151272.240000 sec): 3 clusters
  Score: Raw -804755.625516 + Penalty 2925.637739 = -801829.987777
  nChanged 333
		SP:Iteration 6Q (151272.430000 sec): 3 clusters
  Score: Raw -804945.344961 + Penalty 2925.637739 = -802019.707222
  nChanged 355
		SP:Iteration 7Q (151272.680000 sec): 3 clusters
  Score: Raw -805170.653761 + Penalty 2925.637739 = -802245.016022
  nChanged 351
		SP:Iteration 8Q (151272.870000 sec): 3 clusters
  Score: Raw -805383.389460 + Penalty 2925.637739 = -802457.751721
  nChanged 349
		SP:Iteration 9Q (151273.160000 sec): 3 clusters
  Score: Raw -805612.152205 + Penalty 2925.637739 = -802686.514466
  nChanged 308
		SP:Iteration 10Q (151273.380000 sec): 3 clusters
  Score: Raw -805809.257584 + Penalty 2925.637739 = -802883.619845
  nChanged 285
		SP:Iteration 11Q (151273.600000 sec): 3 clusters
  Score: Raw -805980.491117 + Penalty 2925.637739 = -803054.853378
  nChanged 251
		SP:Iteration 12Q (151273.830000 sec): 3 clusters
  Score: Raw -806112.467321 + Penalty 2925.637739 = -803186.829582
  nChanged 203
		SP:Iteration 13Q (151274.070000 sec): 3 clusters
  Score: Raw -806222.287681 + Penalty 2925.637739 = -803296.649942
  nChanged 185
		SP:Iteration 14Q (151274.290000 sec): 3 clusters
  Score: Raw -806300.817829 + Penalty 2925.637739 = -803375.180090
  nChanged 145
		SP:Iteration 15Q (151274.510000 sec): 3 clusters
  Score: Raw -806377.090374 + Penalty 2925.637739 = -803451.452635
  nChanged 138
		SP:Iteration 16Q (151274.770000 sec): 3 clusters
  Score: Raw -806428.960074 + Penalty 2925.637739 = -803503.322335
  nChanged 96
		SP:Iteration 17Q (151274.980000 sec): 3 clusters
  Score: Raw -806459.448818 + Penalty 2925.637739 = -803533.811080
  nChanged 71
		SP:Iteration 18Q (151275.200000 sec): 3 clusters
  Score: Raw -806477.344375 + Penalty 2925.637739 = -803551.706636
  nChanged 58
		SP:Iteration 19Q (151275.410000 sec): 3 clusters
  Score: Raw -806490.674424 + Penalty 2925.637739 = -803565.036685
  nChanged 39
		SP:Iteration 20F (151275.620000 sec): 3 clusters
  Score: Raw -806501.163781 + Penalty 2925.637739 = -803575.526043
  nChanged 47
		SP:Iteration 21Q (151275.850000 sec): 3 clusters
  Score: Raw -806510.890962 + Penalty 2925.637739 = -803585.253223
  nChanged 43
		SP:Iteration 22Q (151276.050000 sec): 3 clusters
  Score: Raw -806519.594273 + Penalty 2925.637739 = -803593.956535
  nChanged 41
		SP:Iteration 23Q (151276.310000 sec): 3 clusters
  Score: Raw -806527.769597 + Penalty 2925.637739 = -803602.131858
  nChanged 34
		SP:Iteration 24Q (151276.510000 sec): 3 clusters
  Score: Raw -806534.440535 + Penalty 2925.637739 = -803608.802797
  nChanged 25
		SP:Iteration 25Q (151276.750000 sec): 3 clusters
  Score: Raw -806539.561232 + Penalty 2925.637739 = -803613.923493
  nChanged 29
		SP:Iteration 26Q (151276.930000 sec): 3 clusters
  Score: Raw -806544.897086 + Penalty 2925.637739 = -803619.259347
  nChanged 18
		SP:Iteration 27Q (151277.150000 sec): 3 clusters
  Score: Raw -806547.882495 + Penalty 2925.637739 = -803622.244757
  nChanged 11
		SP:Iteration 28Q (151277.360000 sec): 3 clusters
  Score: Raw -806549.841603 + Penalty 2925.637739 = -803624.203864
  nChanged 12
		SP:Iteration 29Q (151277.670000 sec): 3 clusters
  Score: Raw -806551.473687 + Penalty 2925.637739 = -803625.835948
  nChanged 8
		SP:Iteration 30Q (151277.910000 sec): 3 clusters
  Score: Raw -806552.518347 + Penalty 2925.637739 = -803626.880608
  nChanged 8
		SP:Iteration 31Q (151278.180000 sec): 3 clusters
  Score: Raw -806553.519068 + Penalty 2925.637739 = -803627.881330
  nChanged 9
		SP:Iteration 32Q (151278.420000 sec): 3 clusters
  Score: Raw -806554.654778 + Penalty 2925.637739 = -803629.017039
  nChanged 12
		SP:Iteration 33Q (151278.700000 sec): 3 clusters
  Score: Raw -806556.681953 + Penalty 2925.637739 = -803631.044215
  nChanged 16
		SP:Iteration 34Q (151278.940000 sec): 3 clusters
  Score: Raw -806559.044154 + Penalty 2925.637739 = -803633.406415
  nChanged 14
		SP:Iteration 35Q (151279.150000 sec): 3 clusters
  Score: Raw -806561.280427 + Penalty 2925.637739 = -803635.642688
  nChanged 16
		SP:Iteration 36Q (151279.370000 sec): 3 clusters
  Score: Raw -806563.585467 + Penalty 2925.637739 = -803637.947729
  nChanged 16
		SP:Iteration 37Q (151279.620000 sec): 3 clusters
  Score: Raw -806565.307676 + Penalty 2925.637739 = -803639.669937
  nChanged 8
		SP:Iteration 38Q (151279.840000 sec): 3 clusters
  Score: Raw -806566.146660 + Penalty 2925.637739 = -803640.508922
  nChanged 2
		SP:Iteration 39Q (151280.100000 sec): 3 clusters
  Score: Raw -806566.396729 + Penalty 2925.637739 = -803640.758991
  nChanged 4
		SP:Iteration 40F (151280.280000 sec): 3 clusters
  Score: Raw -806566.880498 + Penalty 2925.637739 = -803641.242759
  nChanged 5
		SP:Iteration 41Q (151280.510000 sec): 3 clusters
  Score: Raw -806567.630687 + Penalty 2925.637739 = -803641.992948
  nChanged 2
		SP:Iteration 42Q (151280.740000 sec): 3 clusters
  Score: Raw -806568.186246 + Penalty 2925.637739 = -803642.548507
  nChanged 6
		SP:Iteration 43Q (151280.940000 sec): 3 clusters
  Score: Raw -806569.141146 + Penalty 2925.637739 = -803643.503407
  nChanged 4
		SP:Iteration 44Q (151281.150000 sec): 3 clusters
  Score: Raw -806569.977063 + Penalty 2925.637739 = -803644.339325
  nChanged 3
		SP:Iteration 45Q (151281.430000 sec): 3 clusters
  Score: Raw -806570.348112 + Penalty 2925.637739 = -803644.710373
  nChanged 1
		SP:Iteration 46Q (151281.630000 sec): 3 clusters
  Score: Raw -806570.437554 + Penalty 2925.637739 = -803644.799815
  nChanged 2
		SP:Iteration 47Q (151281.860000 sec): 3 clusters
  Score: Raw -806570.576298 + Penalty 2925.637739 = -803644.938559
  nChanged 2
		SP:Iteration 48Q (151282.100000 sec): 3 clusters
  Score: Raw -806570.784047 + Penalty 2925.637739 = -803645.146309
  nChanged 2
		SP:Iteration 49Q (151282.340000 sec): 3 clusters
  Score: Raw -806570.923475 + Penalty 2925.637739 = -803645.285736
  nChanged 1
		SP:Iteration 50Q (151282.530000 sec): 3 clusters
  Score: Raw -806571.066631 + Penalty 2925.637739 = -803645.428892
  nChanged 0
		SP:Iteration 51F (151282.790000 sec): 3 clusters
  Score: Raw -806571.066631 + Penalty 2925.637739 = -803645.428892
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151282.910000 sec): 2 clusters
  Score: Raw -507488.292703 + Penalty 1383.294669 = -506104.998034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151283.140000 sec): 3 clusters
  Score: Raw -504906.194670 + Penalty 2766.589338 = -502139.605332
  nChanged 2034
		SP:Iteration 1F (151283.340000 sec): 3 clusters
  Score: Raw -506016.771408 + Penalty 2766.589338 = -503250.182070
  nChanged 302
		SP:Iteration 2F (151283.550000 sec): 3 clusters
  Score: Raw -506161.382691 + Penalty 2766.589338 = -503394.793353
  nChanged 225
		SP:Iteration 3Q (151283.740000 sec): 3 clusters
  Score: Raw -506248.407298 + Penalty 2766.589338 = -503481.817960
  nChanged 174
		SP:Iteration 4Q (151283.940000 sec): 3 clusters
  Score: Raw -506310.589110 + Penalty 2766.589338 = -503543.999771
  nChanged 129
		SP:Iteration 5Q (151284.140000 sec): 3 clusters
  Score: Raw -506352.682641 + Penalty 2766.589338 = -503586.093303
  nChanged 107
		SP:Iteration 6Q (151284.350000 sec): 3 clusters
  Score: Raw -506389.457278 + Penalty 2766.589338 = -503622.867940
  nChanged 96
		SP:Iteration 7Q (151284.600000 sec): 3 clusters
  Score: Raw -506421.262731 + Penalty 2766.589338 = -503654.673393
  nChanged 80
		SP:Iteration 8Q (151284.760000 sec): 3 clusters
  Score: Raw -506450.795683 + Penalty 2766.589338 = -503684.206345
  nChanged 94
		SP:Iteration 9Q (151284.970000 sec): 3 clusters
  Score: Raw -506482.515556 + Penalty 2766.589338 = -503715.926217
  nChanged 89
		SP:Iteration 10Q (151285.200000 sec): 3 clusters
  Score: Raw -506517.165210 + Penalty 2766.589338 = -503750.575872
  nChanged 94
		SP:Iteration 11Q (151285.440000 sec): 3 clusters
  Score: Raw -506547.352838 + Penalty 2766.589338 = -503780.763500
  nChanged 83
		SP:Iteration 12Q (151285.610000 sec): 3 clusters
  Score: Raw -506578.168163 + Penalty 2766.589338 = -503811.578825
  nChanged 94
		SP:Iteration 13Q (151285.840000 sec): 3 clusters
  Score: Raw -506620.198252 + Penalty 2766.589338 = -503853.608914
  nChanged 116
		SP:Iteration 14Q (151286.020000 sec): 3 clusters
  Score: Raw -506673.920019 + Penalty 2766.589338 = -503907.330681
  nChanged 110
		SP:Iteration 15Q (151286.210000 sec): 3 clusters
  Score: Raw -506726.261334 + Penalty 2766.589338 = -503959.671996
  nChanged 128
		SP:Iteration 16Q (151286.440000 sec): 3 clusters
  Score: Raw -506797.407722 + Penalty 2766.589338 = -504030.818383
  nChanged 131
		SP:Iteration 17Q (151286.610000 sec): 3 clusters
  Score: Raw -506875.875519 + Penalty 2766.589338 = -504109.286181
  nChanged 148
		SP:Iteration 18Q (151286.840000 sec): 3 clusters
  Score: Raw -506968.320127 + Penalty 2766.589338 = -504201.730789
  nChanged 161
		SP:Iteration 19Q (151287.030000 sec): 3 clusters
  Score: Raw -507065.139099 + Penalty 2766.589338 = -504298.549761
  nChanged 134
		SP:Iteration 20F (151287.240000 sec): 3 clusters
  Score: Raw -507145.536919 + Penalty 2766.589338 = -504378.947581
  nChanged 122
		SP:Iteration 21Q (151287.440000 sec): 3 clusters
  Score: Raw -507220.243785 + Penalty 2766.589338 = -504453.654447
  nChanged 113
		SP:Iteration 22Q (151287.650000 sec): 3 clusters
  Score: Raw -507290.449620 + Penalty 2766.589338 = -504523.860282
  nChanged 106
		SP:Iteration 23Q (151287.880000 sec): 3 clusters
  Score: Raw -507358.567567 + Penalty 2766.589338 = -504591.978229
  nChanged 90
		SP:Iteration 24Q (151288.100000 sec): 3 clusters
  Score: Raw -507410.507346 + Penalty 2766.589338 = -504643.918008
  nChanged 83
		SP:Iteration 25Q (151288.270000 sec): 3 clusters
  Score: Raw -507458.015313 + Penalty 2766.589338 = -504691.425975
  nChanged 61
		SP:Iteration 26Q (151288.510000 sec): 3 clusters
  Score: Raw -507488.740359 + Penalty 2766.589338 = -504722.151021
  nChanged 48
		SP:Iteration 27Q (151288.740000 sec): 3 clusters
  Score: Raw -507520.031545 + Penalty 2766.589338 = -504753.442207
  nChanged 50
		SP:Iteration 28Q (151288.980000 sec): 3 clusters
  Score: Raw -507550.985051 + Penalty 2766.589338 = -504784.395713
  nChanged 45
		SP:Iteration 29Q (151289.180000 sec): 3 clusters
  Score: Raw -507577.992102 + Penalty 2766.589338 = -504811.402764
  nChanged 44
		SP:Iteration 30Q (151289.400000 sec): 3 clusters
  Score: Raw -507597.524351 + Penalty 2766.589338 = -504830.935013
  nChanged 30
		SP:Iteration 31Q (151289.610000 sec): 3 clusters
  Score: Raw -507610.491124 + Penalty 2766.589338 = -504843.901786
  nChanged 18
		SP:Iteration 32Q (151289.790000 sec): 3 clusters
  Score: Raw -507620.253547 + Penalty 2766.589338 = -504853.664209
  nChanged 22
		SP:Iteration 33Q (151289.990000 sec): 3 clusters
  Score: Raw -507630.492356 + Penalty 2766.589338 = -504863.903018
  nChanged 26
		SP:Iteration 34Q (151290.210000 sec): 3 clusters
  Score: Raw -507645.845179 + Penalty 2766.589338 = -504879.255841
  nChanged 26
		SP:Iteration 35Q (151290.410000 sec): 3 clusters
  Score: Raw -507658.833339 + Penalty 2766.589338 = -504892.244001
  nChanged 24
		SP:Iteration 36Q (151290.640000 sec): 3 clusters
  Score: Raw -507670.374591 + Penalty 2766.589338 = -504903.785253
  nChanged 22
		SP:Iteration 37Q (151290.830000 sec): 3 clusters
  Score: Raw -507682.700395 + Penalty 2766.589338 = -504916.111057
  nChanged 13
		SP:Iteration 38Q (151291.020000 sec): 3 clusters
  Score: Raw -507689.404030 + Penalty 2766.589338 = -504922.814691
  nChanged 10
		SP:Iteration 39Q (151291.230000 sec): 3 clusters
  Score: Raw -507694.760518 + Penalty 2766.589338 = -504928.171180
  nChanged 12
		SP:Iteration 40F (151291.450000 sec): 3 clusters
  Score: Raw -507701.435535 + Penalty 2766.589338 = -504934.846197
  nChanged 13
		SP:Iteration 41Q (151291.650000 sec): 3 clusters
  Score: Raw -507706.240402 + Penalty 2766.589338 = -504939.651064
  nChanged 12
		SP:Iteration 42Q (151291.840000 sec): 3 clusters
  Score: Raw -507711.430266 + Penalty 2766.589338 = -504944.840927
  nChanged 8
		SP:Iteration 43Q (151292.060000 sec): 3 clusters
  Score: Raw -507715.554645 + Penalty 2766.589338 = -504948.965306
  nChanged 11
		SP:Iteration 44Q (151292.270000 sec): 3 clusters
  Score: Raw -507721.257537 + Penalty 2766.589338 = -504954.668199
  nChanged 8
		SP:Iteration 45Q (151292.470000 sec): 3 clusters
  Score: Raw -507724.796613 + Penalty 2766.589338 = -504958.207275
  nChanged 3
		SP:Iteration 46Q (151292.710000 sec): 3 clusters
  Score: Raw -507725.550972 + Penalty 2766.589338 = -504958.961634
  nChanged 2
		SP:Iteration 47Q (151292.880000 sec): 3 clusters
  Score: Raw -507725.950473 + Penalty 2766.589338 = -504959.361135
  nChanged 2
		SP:Iteration 48Q (151293.090000 sec): 3 clusters
  Score: Raw -507726.539014 + Penalty 2766.589338 = -504959.949675
  nChanged 1
		SP:Iteration 49Q (151293.270000 sec): 3 clusters
  Score: Raw -507726.907278 + Penalty 2766.589338 = -504960.317939
  nChanged 2
		SP:Iteration 50Q (151293.480000 sec): 3 clusters
  Score: Raw -507728.064279 + Penalty 2766.589338 = -504961.474941
  nChanged 3
		SP:Iteration 51Q (151293.700000 sec): 3 clusters
  Score: Raw -507729.662944 + Penalty 2766.589338 = -504963.073606
  nChanged 11
		SP:Iteration 52Q (151293.920000 sec): 3 clusters
  Score: Raw -507734.813991 + Penalty 2766.589338 = -504968.224653
  nChanged 5
		SP:Iteration 53Q (151294.090000 sec): 3 clusters
  Score: Raw -507737.506746 + Penalty 2766.589338 = -504970.917408
  nChanged 9
		SP:Iteration 54Q (151294.300000 sec): 3 clusters
  Score: Raw -507743.136182 + Penalty 2766.589338 = -504976.546844
  nChanged 8
		SP:Iteration 55Q (151294.480000 sec): 3 clusters
  Score: Raw -507749.096011 + Penalty 2766.589338 = -504982.506673
  nChanged 6
		SP:Iteration 56Q (151294.660000 sec): 3 clusters
  Score: Raw -507752.232502 + Penalty 2766.589338 = -504985.643164
  nChanged 5
		SP:Iteration 57Q (151294.820000 sec): 3 clusters
  Score: Raw -507754.293476 + Penalty 2766.589338 = -504987.704138
  nChanged 4
		SP:Iteration 58Q (151295.030000 sec): 3 clusters
  Score: Raw -507755.510120 + Penalty 2766.589338 = -504988.920782
  nChanged 4
		SP:Iteration 59Q (151295.190000 sec): 3 clusters
  Score: Raw -507756.837090 + Penalty 2766.589338 = -504990.247752
  nChanged 4
		SP:Iteration 60F (151295.470000 sec): 3 clusters
  Score: Raw -507758.566878 + Penalty 2766.589338 = -504991.977540
  nChanged 4
		SP:Iteration 61Q (151295.660000 sec): 3 clusters
  Score: Raw -507759.483355 + Penalty 2766.589338 = -504992.894017
  nChanged 0
		SP:Iteration 62F (151295.860000 sec): 3 clusters
  Score: Raw -507759.483355 + Penalty 2766.589338 = -504992.894017
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151295.940000 sec): 2 clusters
  Score: Raw -269894.334747 + Penalty 1283.552133 = -268610.782614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151296.160000 sec): 3 clusters
  Score: Raw -268635.767378 + Penalty 2567.104266 = -266068.663112
  nChanged 1010
		SP:Iteration 1F (151296.350000 sec): 3 clusters
  Score: Raw -269322.851384 + Penalty 2567.104266 = -266755.747118
  nChanged 258
		SP:Iteration 2F (151296.550000 sec): 3 clusters
  Score: Raw -269629.893494 + Penalty 2567.104266 = -267062.789228
  nChanged 241
		SP:Iteration 3F (151296.690000 sec): 3 clusters
  Score: Raw -269950.920255 + Penalty 2567.104266 = -267383.815989
  nChanged 224
		SP:Iteration 4F (151296.910000 sec): 3 clusters
  Score: Raw -270266.898525 + Penalty 2567.104266 = -267699.794259
  nChanged 212
		SP:Iteration 5F (151297.140000 sec): 3 clusters
  Score: Raw -270556.473251 + Penalty 2567.104266 = -267989.368985
  nChanged 156
		SP:Iteration 6F (151297.310000 sec): 3 clusters
  Score: Raw -270731.884522 + Penalty 2567.104266 = -268164.780256
  nChanged 95
		SP:Iteration 7Q (151297.490000 sec): 3 clusters
  Score: Raw -270828.109493 + Penalty 2567.104266 = -268261.005227
  nChanged 76
		SP:Iteration 8Q (151297.720000 sec): 3 clusters
  Score: Raw -270907.625711 + Penalty 2567.104266 = -268340.521445
  nChanged 59
		SP:Iteration 9Q (151297.870000 sec): 3 clusters
  Score: Raw -270963.460580 + Penalty 2567.104266 = -268396.356314
  nChanged 50
		SP:Iteration 10Q (151298.110000 sec): 3 clusters
  Score: Raw -270992.978793 + Penalty 2567.104266 = -268425.874527
  nChanged 26
		SP:Iteration 11Q (151298.290000 sec): 3 clusters
  Score: Raw -271010.071431 + Penalty 2567.104266 = -268442.967165
  nChanged 16
		SP:Iteration 12Q (151298.520000 sec): 3 clusters
  Score: Raw -271018.748778 + Penalty 2567.104266 = -268451.644512
  nChanged 8
		SP:Iteration 13Q (151298.730000 sec): 3 clusters
  Score: Raw -271022.387357 + Penalty 2567.104266 = -268455.283091
  nChanged 8
		SP:Iteration 14Q (151298.920000 sec): 3 clusters
  Score: Raw -271026.185879 + Penalty 2567.104266 = -268459.081613
  nChanged 3
		SP:Iteration 15Q (151299.070000 sec): 3 clusters
  Score: Raw -271027.333127 + Penalty 2567.104266 = -268460.228861
  nChanged 1
		SP:Iteration 16Q (151299.270000 sec): 3 clusters
  Score: Raw -271027.618042 + Penalty 2567.104266 = -268460.513776
  nChanged 0
		SP:Iteration 17F (151299.490000 sec): 3 clusters
  Score: Raw -271027.618042 + Penalty 2567.104266 = -268460.513776
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (409037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151301.260000 sec): 2 clusters
  Score: Raw -42826525.045205 + Penalty 2099.753646 = -42824425.291559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151303.120000 sec): 3 clusters
  Score: Raw -42551766.200278 + Penalty 4199.507291 = -42547566.692987
  nChanged 199935
		SP:Iteration 1F (151304.990000 sec): 3 clusters
  Score: Raw -42673669.176656 + Penalty 4199.507291 = -42669469.669365
  nChanged 14564
		SP:Iteration 2Q (151306.960000 sec): 3 clusters
  Score: Raw -42678209.232117 + Penalty 4199.507291 = -42674009.724826
  nChanged 19194
		SP:Iteration 3Q (151308.930000 sec): 3 clusters
  Score: Raw -42686470.522678 + Penalty 4199.507291 = -42682271.015387
  nChanged 25555
		SP:Iteration 4F (151310.940000 sec): 3 clusters
  Score: Raw -42701582.033902 + Penalty 4199.507291 = -42697382.526611
  nChanged 32334
		SP:Iteration 5F (151312.850000 sec): 3 clusters
  Score: Raw -42726403.144536 + Penalty 4199.507291 = -42722203.637245
  nChanged 36000
		SP:Iteration 6F (151314.810000 sec): 3 clusters
  Score: Raw -42759728.889101 + Penalty 4199.507291 = -42755529.381810
  nChanged 32121
		SP:Iteration 7F (151316.720000 sec): 3 clusters
  Score: Raw -42792230.544409 + Penalty 4199.507291 = -42788031.037118
  nChanged 21192
		SP:Iteration 8F (151318.650000 sec): 3 clusters
  Score: Raw -42813640.772224 + Penalty 4199.507291 = -42809441.264933
  nChanged 9656
		SP:Iteration 9Q (151320.600000 sec): 3 clusters
  Score: Raw -42822762.886510 + Penalty 4199.507291 = -42818563.379219
  nChanged 3226
		SP:Iteration 10Q (151322.600000 sec): 3 clusters
  Score: Raw -42825543.411359 + Penalty 4199.507291 = -42821343.904068
  nChanged 905
		SP:Iteration 11Q (151324.270000 sec): 3 clusters
  Score: Raw -42826330.457352 + Penalty 4199.507291 = -42822130.950061
  nChanged 301
		SP:Iteration 12Q (151325.930000 sec): 3 clusters
  Score: Raw -42826663.146678 + Penalty 4199.507291 = -42822463.639387
  nChanged 120
		SP:Iteration 13Q (151327.520000 sec): 3 clusters
  Score: Raw -42826820.588645 + Penalty 4199.507291 = -42822621.081354
  nChanged 78
		SP:Iteration 14Q (151329.060000 sec): 3 clusters
  Score: Raw -42826906.929025 + Penalty 4199.507291 = -42822707.421734
  nChanged 60
		SP:Iteration 15Q (151330.630000 sec): 3 clusters
  Score: Raw -42826960.831767 + Penalty 4199.507291 = -42822761.324476
  nChanged 40
		SP:Iteration 16Q (151332.180000 sec): 3 clusters
  Score: Raw -42827005.117524 + Penalty 4199.507291 = -42822805.610233
  nChanged 34
		SP:Iteration 17Q (151333.830000 sec): 3 clusters
  Score: Raw -42827033.383594 + Penalty 4199.507291 = -42822833.876303
  nChanged 21
		SP:Iteration 18Q (151335.340000 sec): 3 clusters
  Score: Raw -42827050.664714 + Penalty 4199.507291 = -42822851.157423
  nChanged 18
		SP:Iteration 19Q (151336.810000 sec): 3 clusters
  Score: Raw -42827059.778737 + Penalty 4199.507291 = -42822860.271446
  nChanged 11
		SP:Iteration 20F (151338.620000 sec): 3 clusters
  Score: Raw -42827066.798942 + Penalty 4199.507291 = -42822867.291651
  nChanged 8
		SP:Iteration 21Q (151340.200000 sec): 3 clusters
  Score: Raw -42827073.907683 + Penalty 4199.507291 = -42822874.400392
  nChanged 14
		SP:Iteration 22Q (151341.910000 sec): 3 clusters
  Score: Raw -42827081.919282 + Penalty 4199.507291 = -42822882.411991
  nChanged 6
		SP:Iteration 23Q (151343.340000 sec): 3 clusters
  Score: Raw -42827085.623766 + Penalty 4199.507291 = -42822886.116475
  nChanged 3
		SP:Iteration 24Q (151344.860000 sec): 3 clusters
  Score: Raw -42827087.341463 + Penalty 4199.507291 = -42822887.834172
  nChanged 3
		SP:Iteration 25Q (151346.400000 sec): 3 clusters
  Score: Raw -42827088.749511 + Penalty 4199.507291 = -42822889.242220
  nChanged 1
		SP:Iteration 26Q (151348.160000 sec): 3 clusters
  Score: Raw -42827089.350887 + Penalty 4199.507291 = -42822889.843596
  nChanged 0
		SP:Iteration 27F (151350.020000 sec): 3 clusters
  Score: Raw -42827089.350887 + Penalty 4199.507291 = -42822889.843596
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151350.470000 sec): 2 clusters
  Score: Raw -2548903.912164 + Penalty 1637.522678 = -2547266.389485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151350.780000 sec): 3 clusters
  Score: Raw -2534483.327930 + Penalty 3275.045357 = -2531208.282573
  nChanged 10857
		SP:Iteration 1F (151351.090000 sec): 3 clusters
  Score: Raw -2540476.919582 + Penalty 3275.045357 = -2537201.874225
  nChanged 1213
		SP:Iteration 2F (151351.420000 sec): 3 clusters
  Score: Raw -2540923.932511 + Penalty 3275.045357 = -2537648.887154
  nChanged 1078
		SP:Iteration 3Q (151351.770000 sec): 3 clusters
  Score: Raw -2541320.832374 + Penalty 3275.045357 = -2538045.787017
  nChanged 1123
		SP:Iteration 4Q (151352.110000 sec): 3 clusters
  Score: Raw -2541753.489676 + Penalty 3275.045357 = -2538478.444319
  nChanged 1101
		SP:Iteration 5Q (151352.470000 sec): 3 clusters
  Score: Raw -2542193.234571 + Penalty 3275.045357 = -2538918.189214
  nChanged 1103
		SP:Iteration 6Q (151352.810000 sec): 3 clusters
  Score: Raw -2542668.466146 + Penalty 3275.045357 = -2539393.420789
  nChanged 1171
		SP:Iteration 7Q (151353.180000 sec): 3 clusters
  Score: Raw -2543192.801469 + Penalty 3275.045357 = -2539917.756112
  nChanged 1100
		SP:Iteration 8Q (151353.530000 sec): 3 clusters
  Score: Raw -2543701.708408 + Penalty 3275.045357 = -2540426.663051
  nChanged 1070
		SP:Iteration 9Q (151353.840000 sec): 3 clusters
  Score: Raw -2544244.242798 + Penalty 3275.045357 = -2540969.197441
  nChanged 1051
		SP:Iteration 10Q (151354.130000 sec): 3 clusters
  Score: Raw -2544806.447127 + Penalty 3275.045357 = -2541531.401770
  nChanged 991
		SP:Iteration 11Q (151354.430000 sec): 3 clusters
  Score: Raw -2545366.055730 + Penalty 3275.045357 = -2542091.010373
  nChanged 975
		SP:Iteration 12Q (151354.720000 sec): 3 clusters
  Score: Raw -2545995.451151 + Penalty 3275.045357 = -2542720.405794
  nChanged 915
		SP:Iteration 13Q (151355.050000 sec): 3 clusters
  Score: Raw -2546629.448877 + Penalty 3275.045357 = -2543354.403520
  nChanged 823
		SP:Iteration 14Q (151355.360000 sec): 3 clusters
  Score: Raw -2547226.908856 + Penalty 3275.045357 = -2543951.863499
  nChanged 697
		SP:Iteration 15Q (151355.650000 sec): 3 clusters
  Score: Raw -2547782.056185 + Penalty 3275.045357 = -2544507.010828
  nChanged 565
		SP:Iteration 16Q (151355.890000 sec): 3 clusters
  Score: Raw -2548237.492849 + Penalty 3275.045357 = -2544962.447492
  nChanged 384
		SP:Iteration 17Q (151356.180000 sec): 3 clusters
  Score: Raw -2548520.524935 + Penalty 3275.045357 = -2545245.479578
  nChanged 244
		SP:Iteration 18Q (151356.440000 sec): 3 clusters
  Score: Raw -2548701.288694 + Penalty 3275.045357 = -2545426.243337
  nChanged 182
		SP:Iteration 19Q (151356.690000 sec): 3 clusters
  Score: Raw -2548825.973674 + Penalty 3275.045357 = -2545550.928317
  nChanged 120
		SP:Iteration 20F (151356.960000 sec): 3 clusters
  Score: Raw -2548898.007844 + Penalty 3275.045357 = -2545622.962487
  nChanged 89
		SP:Iteration 21Q (151357.260000 sec): 3 clusters
  Score: Raw -2548953.677098 + Penalty 3275.045357 = -2545678.631741
  nChanged 54
		SP:Iteration 22Q (151357.490000 sec): 3 clusters
  Score: Raw -2548984.635273 + Penalty 3275.045357 = -2545709.589916
  nChanged 46
		SP:Iteration 23Q (151357.780000 sec): 3 clusters
  Score: Raw -2549010.851146 + Penalty 3275.045357 = -2545735.805789
  nChanged 35
		SP:Iteration 24Q (151358.040000 sec): 3 clusters
  Score: Raw -2549032.044487 + Penalty 3275.045357 = -2545756.999130
  nChanged 26
		SP:Iteration 25Q (151358.310000 sec): 3 clusters
  Score: Raw -2549047.525277 + Penalty 3275.045357 = -2545772.479920
  nChanged 25
		SP:Iteration 26Q (151358.590000 sec): 3 clusters
  Score: Raw -2549059.501054 + Penalty 3275.045357 = -2545784.455697
  nChanged 19
		SP:Iteration 27Q (151358.850000 sec): 3 clusters
  Score: Raw -2549069.314091 + Penalty 3275.045357 = -2545794.268734
  nChanged 20
		SP:Iteration 28Q (151359.160000 sec): 3 clusters
  Score: Raw -2549080.667100 + Penalty 3275.045357 = -2545805.621743
  nChanged 17
		SP:Iteration 29Q (151359.400000 sec): 3 clusters
  Score: Raw -2549091.858534 + Penalty 3275.045357 = -2545816.813177
  nChanged 17
		SP:Iteration 30Q (151359.660000 sec): 3 clusters
  Score: Raw -2549101.435629 + Penalty 3275.045357 = -2545826.390272
  nChanged 17
		SP:Iteration 31Q (151359.930000 sec): 3 clusters
  Score: Raw -2549109.575268 + Penalty 3275.045357 = -2545834.529911
  nChanged 8
		SP:Iteration 32Q (151360.150000 sec): 3 clusters
  Score: Raw -2549113.854240 + Penalty 3275.045357 = -2545838.808883
  nChanged 8
		SP:Iteration 33Q (151360.430000 sec): 3 clusters
  Score: Raw -2549120.271220 + Penalty 3275.045357 = -2545845.225863
  nChanged 11
		SP:Iteration 34Q (151360.710000 sec): 3 clusters
  Score: Raw -2549127.666146 + Penalty 3275.045357 = -2545852.620789
  nChanged 8
		SP:Iteration 35Q (151360.910000 sec): 3 clusters
  Score: Raw -2549135.050751 + Penalty 3275.045357 = -2545860.005394
  nChanged 10
		SP:Iteration 36Q (151361.210000 sec): 3 clusters
  Score: Raw -2549143.150994 + Penalty 3275.045357 = -2545868.105637
  nChanged 14
		SP:Iteration 37Q (151361.480000 sec): 3 clusters
  Score: Raw -2549153.959673 + Penalty 3275.045357 = -2545878.914316
  nChanged 10
		SP:Iteration 38Q (151361.810000 sec): 3 clusters
  Score: Raw -2549163.058920 + Penalty 3275.045357 = -2545888.013563
  nChanged 10
		SP:Iteration 39Q (151362.140000 sec): 3 clusters
  Score: Raw -2549169.164527 + Penalty 3275.045357 = -2545894.119170
  nChanged 6
		SP:Iteration 40F (151362.410000 sec): 3 clusters
  Score: Raw -2549173.129719 + Penalty 3275.045357 = -2545898.084362
  nChanged 9
		SP:Iteration 41Q (151362.730000 sec): 3 clusters
  Score: Raw -2549177.798112 + Penalty 3275.045357 = -2545902.752755
  nChanged 4
		SP:Iteration 42Q (151363.020000 sec): 3 clusters
  Score: Raw -2549180.581807 + Penalty 3275.045357 = -2545905.536450
  nChanged 4
		SP:Iteration 43Q (151363.270000 sec): 3 clusters
  Score: Raw -2549182.392825 + Penalty 3275.045357 = -2545907.347468
  nChanged 2
		SP:Iteration 44Q (151363.550000 sec): 3 clusters
  Score: Raw -2549183.953605 + Penalty 3275.045357 = -2545908.908248
  nChanged 3
		SP:Iteration 45Q (151363.820000 sec): 3 clusters
  Score: Raw -2549186.372509 + Penalty 3275.045357 = -2545911.327152
  nChanged 0
		SP:Iteration 46F (151364.050000 sec): 3 clusters
  Score: Raw -2549186.372509 + Penalty 3275.045357 = -2545911.327152
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151364.270000 sec): 2 clusters
  Score: Raw -2215016.242191 + Penalty 1628.029800 = -2213388.212392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151364.580000 sec): 3 clusters
  Score: Raw -2201296.329973 + Penalty 3256.059600 = -2198040.270374
  nChanged 10217
		SP:Iteration 1F (151364.870000 sec): 3 clusters
  Score: Raw -2206973.501861 + Penalty 3256.059600 = -2203717.442261
  nChanged 1190
		SP:Iteration 2F (151365.190000 sec): 3 clusters
  Score: Raw -2207516.518340 + Penalty 3256.059600 = -2204260.458740
  nChanged 1312
		SP:Iteration 3F (151365.460000 sec): 3 clusters
  Score: Raw -2208211.473021 + Penalty 3256.059600 = -2204955.413421
  nChanged 1365
		SP:Iteration 4F (151365.760000 sec): 3 clusters
  Score: Raw -2209000.543966 + Penalty 3256.059600 = -2205744.484366
  nChanged 1417
		SP:Iteration 5F (151366.040000 sec): 3 clusters
  Score: Raw -2209827.066348 + Penalty 3256.059600 = -2206571.006748
  nChanged 1381
		SP:Iteration 6F (151366.350000 sec): 3 clusters
  Score: Raw -2210679.792263 + Penalty 3256.059600 = -2207423.732664
  nChanged 1292
		SP:Iteration 7F (151366.650000 sec): 3 clusters
  Score: Raw -2211558.019812 + Penalty 3256.059600 = -2208301.960212
  nChanged 1142
		SP:Iteration 8F (151366.980000 sec): 3 clusters
  Score: Raw -2212366.154886 + Penalty 3256.059600 = -2209110.095286
  nChanged 911
		SP:Iteration 9Q (151367.330000 sec): 3 clusters
  Score: Raw -2212990.319891 + Penalty 3256.059600 = -2209734.260292
  nChanged 720
		SP:Iteration 10Q (151367.640000 sec): 3 clusters
  Score: Raw -2213494.871303 + Penalty 3256.059600 = -2210238.811703
  nChanged 594
		SP:Iteration 11Q (151367.870000 sec): 3 clusters
  Score: Raw -2213882.617026 + Penalty 3256.059600 = -2210626.557427
  nChanged 463
		SP:Iteration 12Q (151368.170000 sec): 3 clusters
  Score: Raw -2214150.987066 + Penalty 3256.059600 = -2210894.927467
  nChanged 374
		SP:Iteration 13Q (151368.500000 sec): 3 clusters
  Score: Raw -2214348.785789 + Penalty 3256.059600 = -2211092.726190
  nChanged 316
		SP:Iteration 14Q (151368.810000 sec): 3 clusters
  Score: Raw -2214503.659580 + Penalty 3256.059600 = -2211247.599981
  nChanged 279
		SP:Iteration 15Q (151369.080000 sec): 3 clusters
  Score: Raw -2214643.186306 + Penalty 3256.059600 = -2211387.126706
  nChanged 229
		SP:Iteration 16Q (151369.350000 sec): 3 clusters
  Score: Raw -2214767.670293 + Penalty 3256.059600 = -2211511.610694
  nChanged 198
		SP:Iteration 17Q (151369.630000 sec): 3 clusters
  Score: Raw -2214896.215529 + Penalty 3256.059600 = -2211640.155930
  nChanged 202
		SP:Iteration 18Q (151369.920000 sec): 3 clusters
  Score: Raw -2215038.856781 + Penalty 3256.059600 = -2211782.797181
  nChanged 186
		SP:Iteration 19Q (151370.160000 sec): 3 clusters
  Score: Raw -2215152.560125 + Penalty 3256.059600 = -2211896.500525
  nChanged 151
		SP:Iteration 20F (151370.440000 sec): 3 clusters
  Score: Raw -2215228.678338 + Penalty 3256.059600 = -2211972.618738
  nChanged 125
		SP:Iteration 21Q (151370.670000 sec): 3 clusters
  Score: Raw -2215286.540829 + Penalty 3256.059600 = -2212030.481229
  nChanged 98
		SP:Iteration 22Q (151370.940000 sec): 3 clusters
  Score: Raw -2215335.454386 + Penalty 3256.059600 = -2212079.394786
  nChanged 89
		SP:Iteration 23Q (151371.210000 sec): 3 clusters
  Score: Raw -2215376.745038 + Penalty 3256.059600 = -2212120.685438
  nChanged 70
		SP:Iteration 24Q (151371.460000 sec): 3 clusters
  Score: Raw -2215405.418059 + Penalty 3256.059600 = -2212149.358459
  nChanged 60
		SP:Iteration 25Q (151371.670000 sec): 3 clusters
  Score: Raw -2215425.989302 + Penalty 3256.059600 = -2212169.929702
  nChanged 51
		SP:Iteration 26Q (151371.990000 sec): 3 clusters
  Score: Raw -2215445.546816 + Penalty 3256.059600 = -2212189.487217
  nChanged 50
		SP:Iteration 27Q (151372.230000 sec): 3 clusters
  Score: Raw -2215461.106315 + Penalty 3256.059600 = -2212205.046715
  nChanged 30
		SP:Iteration 28Q (151372.520000 sec): 3 clusters
  Score: Raw -2215469.936225 + Penalty 3256.059600 = -2212213.876626
  nChanged 32
		SP:Iteration 29Q (151372.840000 sec): 3 clusters
  Score: Raw -2215479.501498 + Penalty 3256.059600 = -2212223.441898
  nChanged 34
		SP:Iteration 30Q (151373.110000 sec): 3 clusters
  Score: Raw -2215487.271647 + Penalty 3256.059600 = -2212231.212047
  nChanged 18
		SP:Iteration 31Q (151373.360000 sec): 3 clusters
  Score: Raw -2215491.510081 + Penalty 3256.059600 = -2212235.450482
  nChanged 18
		SP:Iteration 32Q (151373.600000 sec): 3 clusters
  Score: Raw -2215496.333967 + Penalty 3256.059600 = -2212240.274367
  nChanged 14
		SP:Iteration 33Q (151373.880000 sec): 3 clusters
  Score: Raw -2215499.978061 + Penalty 3256.059600 = -2212243.918462
  nChanged 12
		SP:Iteration 34Q (151374.150000 sec): 3 clusters
  Score: Raw -2215503.005197 + Penalty 3256.059600 = -2212246.945597
  nChanged 7
		SP:Iteration 35Q (151374.360000 sec): 3 clusters
  Score: Raw -2215505.657911 + Penalty 3256.059600 = -2212249.598312
  nChanged 9
		SP:Iteration 36Q (151374.620000 sec): 3 clusters
  Score: Raw -2215508.184108 + Penalty 3256.059600 = -2212252.124508
  nChanged 5
		SP:Iteration 37Q (151374.850000 sec): 3 clusters
  Score: Raw -2215509.022223 + Penalty 3256.059600 = -2212252.962623
  nChanged 4
		SP:Iteration 38Q (151375.120000 sec): 3 clusters
  Score: Raw -2215510.111715 + Penalty 3256.059600 = -2212254.052115
  nChanged 8
		SP:Iteration 39Q (151375.320000 sec): 3 clusters
  Score: Raw -2215511.680180 + Penalty 3256.059600 = -2212255.620580
  nChanged 6
		SP:Iteration 40F (151375.630000 sec): 3 clusters
  Score: Raw -2215513.525587 + Penalty 3256.059600 = -2212257.465987
  nChanged 11
		SP:Iteration 41Q (151375.880000 sec): 3 clusters
  Score: Raw -2215517.002046 + Penalty 3256.059600 = -2212260.942446
  nChanged 17
		SP:Iteration 42Q (151376.100000 sec): 3 clusters
  Score: Raw -2215524.385131 + Penalty 3256.059600 = -2212268.325531
  nChanged 24
		SP:Iteration 43Q (151376.410000 sec): 3 clusters
  Score: Raw -2215534.116634 + Penalty 3256.059600 = -2212278.057034
  nChanged 27
		SP:Iteration 44Q (151376.680000 sec): 3 clusters
  Score: Raw -2215543.437836 + Penalty 3256.059600 = -2212287.378237
  nChanged 17
		SP:Iteration 45Q (151376.970000 sec): 3 clusters
  Score: Raw -2215548.192102 + Penalty 3256.059600 = -2212292.132503
  nChanged 9
		SP:Iteration 46Q (151377.240000 sec): 3 clusters
  Score: Raw -2215550.461466 + Penalty 3256.059600 = -2212294.401867
  nChanged 6
		SP:Iteration 47Q (151377.490000 sec): 3 clusters
  Score: Raw -2215551.860503 + Penalty 3256.059600 = -2212295.800903
  nChanged 3
		SP:Iteration 48Q (151377.720000 sec): 3 clusters
  Score: Raw -2215552.873732 + Penalty 3256.059600 = -2212296.814132
  nChanged 5
		SP:Iteration 49Q (151378.010000 sec): 3 clusters
  Score: Raw -2215553.871236 + Penalty 3256.059600 = -2212297.811636
  nChanged 4
		SP:Iteration 50Q (151378.290000 sec): 3 clusters
  Score: Raw -2215555.113164 + Penalty 3256.059600 = -2212299.053564
  nChanged 3
		SP:Iteration 51Q (151378.560000 sec): 3 clusters
  Score: Raw -2215555.683930 + Penalty 3256.059600 = -2212299.624330
  nChanged 1
		SP:Iteration 52Q (151378.840000 sec): 3 clusters
  Score: Raw -2215555.859924 + Penalty 3256.059600 = -2212299.800324
  nChanged 2
		SP:Iteration 53Q (151379.140000 sec): 3 clusters
  Score: Raw -2215556.033493 + Penalty 3256.059600 = -2212299.973893
  nChanged 1
		SP:Iteration 54Q (151379.390000 sec): 3 clusters
  Score: Raw -2215556.211525 + Penalty 3256.059600 = -2212300.151926
  nChanged 0
		SP:Iteration 55F (151379.680000 sec): 3 clusters
  Score: Raw -2215556.211525 + Penalty 3256.059600 = -2212300.151926
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151379.820000 sec): 2 clusters
  Score: Raw -377664.946355 + Penalty 1346.313946 = -376318.632410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151380.000000 sec): 3 clusters
  Score: Raw -375729.538209 + Penalty 2692.627891 = -373036.910318
  nChanged 1557
		SP:Iteration 1F (151380.150000 sec): 3 clusters
  Score: Raw -376722.490579 + Penalty 2692.627891 = -374029.862688
  nChanged 346
		SP:Iteration 2F (151380.330000 sec): 3 clusters
  Score: Raw -376979.716907 + Penalty 2692.627891 = -374287.089016
  nChanged 270
		SP:Iteration 3F (151380.510000 sec): 3 clusters
  Score: Raw -377178.500292 + Penalty 2692.627891 = -374485.872401
  nChanged 218
		SP:Iteration 4F (151380.690000 sec): 3 clusters
  Score: Raw -377351.094366 + Penalty 2692.627891 = -374658.466475
  nChanged 197
		SP:Iteration 5Q (151380.870000 sec): 3 clusters
  Score: Raw -377501.409277 + Penalty 2692.627891 = -374808.781386
  nChanged 169
		SP:Iteration 6Q (151381.050000 sec): 3 clusters
  Score: Raw -377615.032143 + Penalty 2692.627891 = -374922.404252
  nChanged 138
		SP:Iteration 7Q (151381.220000 sec): 3 clusters
  Score: Raw -377696.812226 + Penalty 2692.627891 = -375004.184335
  nChanged 109
		SP:Iteration 8Q (151381.400000 sec): 3 clusters
  Score: Raw -377758.848171 + Penalty 2692.627891 = -375066.220280
  nChanged 94
		SP:Iteration 9Q (151381.610000 sec): 3 clusters
  Score: Raw -377815.301734 + Penalty 2692.627891 = -375122.673843
  nChanged 87
		SP:Iteration 10Q (151381.730000 sec): 3 clusters
  Score: Raw -377864.187314 + Penalty 2692.627891 = -375171.559423
  nChanged 76
		SP:Iteration 11Q (151381.860000 sec): 3 clusters
  Score: Raw -377901.122910 + Penalty 2692.627891 = -375208.495019
  nChanged 69
		SP:Iteration 12Q (151382.000000 sec): 3 clusters
  Score: Raw -377937.636776 + Penalty 2692.627891 = -375245.008885
  nChanged 62
		SP:Iteration 13Q (151382.110000 sec): 3 clusters
  Score: Raw -377965.744130 + Penalty 2692.627891 = -375273.116239
  nChanged 60
		SP:Iteration 14Q (151382.210000 sec): 3 clusters
  Score: Raw -377993.654866 + Penalty 2692.627891 = -375301.026975
  nChanged 51
		SP:Iteration 15Q (151382.360000 sec): 3 clusters
  Score: Raw -378023.218148 + Penalty 2692.627891 = -375330.590257
  nChanged 57
		SP:Iteration 16Q (151382.540000 sec): 3 clusters
  Score: Raw -378055.828383 + Penalty 2692.627891 = -375363.200492
  nChanged 52
		SP:Iteration 17Q (151382.720000 sec): 3 clusters
  Score: Raw -378076.796783 + Penalty 2692.627891 = -375384.168892
  nChanged 43
		SP:Iteration 18Q (151382.860000 sec): 3 clusters
  Score: Raw -378092.025518 + Penalty 2692.627891 = -375399.397627
  nChanged 36
		SP:Iteration 19Q (151382.970000 sec): 3 clusters
  Score: Raw -378102.116997 + Penalty 2692.627891 = -375409.489106
  nChanged 26
		SP:Iteration 20F (151383.080000 sec): 3 clusters
  Score: Raw -378113.649786 + Penalty 2692.627891 = -375421.021895
  nChanged 23
		SP:Iteration 21Q (151383.290000 sec): 3 clusters
  Score: Raw -378125.557286 + Penalty 2692.627891 = -375432.929395
  nChanged 30
		SP:Iteration 22Q (151383.450000 sec): 3 clusters
  Score: Raw -378140.714230 + Penalty 2692.627891 = -375448.086339
  nChanged 30
		SP:Iteration 23Q (151383.680000 sec): 3 clusters
  Score: Raw -378156.555492 + Penalty 2692.627891 = -375463.927601
  nChanged 25
		SP:Iteration 24Q (151383.830000 sec): 3 clusters
  Score: Raw -378166.565454 + Penalty 2692.627891 = -375473.937563
  nChanged 17
		SP:Iteration 25Q (151383.990000 sec): 3 clusters
  Score: Raw -378171.127345 + Penalty 2692.627891 = -375478.499454
  nChanged 10
		SP:Iteration 26Q (151384.170000 sec): 3 clusters
  Score: Raw -378173.706237 + Penalty 2692.627891 = -375481.078346
  nChanged 5
		SP:Iteration 27Q (151384.350000 sec): 3 clusters
  Score: Raw -378174.902623 + Penalty 2692.627891 = -375482.274732
  nChanged 6
		SP:Iteration 28Q (151384.540000 sec): 3 clusters
  Score: Raw -378176.438815 + Penalty 2692.627891 = -375483.810924
  nChanged 4
		SP:Iteration 29Q (151384.700000 sec): 3 clusters
  Score: Raw -378177.059820 + Penalty 2692.627891 = -375484.431929
  nChanged 2
		SP:Iteration 30Q (151384.900000 sec): 3 clusters
  Score: Raw -378177.296097 + Penalty 2692.627891 = -375484.668206
  nChanged 0
		SP:Iteration 31F (151385.090000 sec): 3 clusters
  Score: Raw -378177.296097 + Penalty 2692.627891 = -375484.668206
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151385.210000 sec): 2 clusters
  Score: Raw -708337.120492 + Penalty 1441.368583 = -706895.751909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151385.420000 sec): 3 clusters
  Score: Raw -704384.401665 + Penalty 2882.737166 = -701501.664500
  nChanged 3040
		SP:Iteration 1F (151385.610000 sec): 3 clusters
  Score: Raw -706105.708864 + Penalty 2882.737166 = -703222.971698
  nChanged 506
		SP:Iteration 2F (151385.830000 sec): 3 clusters
  Score: Raw -706377.147634 + Penalty 2882.737166 = -703494.410468
  nChanged 441
		SP:Iteration 3F (151386.000000 sec): 3 clusters
  Score: Raw -706621.755653 + Penalty 2882.737166 = -703739.018487
  nChanged 409
		SP:Iteration 4F (151386.210000 sec): 3 clusters
  Score: Raw -706858.444070 + Penalty 2882.737166 = -703975.706904
  nChanged 373
		SP:Iteration 5F (151386.380000 sec): 3 clusters
  Score: Raw -707094.301352 + Penalty 2882.737166 = -704211.564186
  nChanged 361
		SP:Iteration 6F (151386.560000 sec): 3 clusters
  Score: Raw -707333.702313 + Penalty 2882.737166 = -704450.965147
  nChanged 357
		SP:Iteration 7F (151386.760000 sec): 3 clusters
  Score: Raw -707526.133146 + Penalty 2882.737166 = -704643.395980
  nChanged 306
		SP:Iteration 8Q (151386.970000 sec): 3 clusters
  Score: Raw -707673.792908 + Penalty 2882.737166 = -704791.055742
  nChanged 232
		SP:Iteration 9Q (151387.170000 sec): 3 clusters
  Score: Raw -707788.152423 + Penalty 2882.737166 = -704905.415257
  nChanged 221
		SP:Iteration 10Q (151387.440000 sec): 3 clusters
  Score: Raw -707879.839056 + Penalty 2882.737166 = -704997.101890
  nChanged 176
		SP:Iteration 11Q (151387.650000 sec): 3 clusters
  Score: Raw -707956.553365 + Penalty 2882.737166 = -705073.816199
  nChanged 130
		SP:Iteration 12Q (151387.840000 sec): 3 clusters
  Score: Raw -708005.897591 + Penalty 2882.737166 = -705123.160425
  nChanged 120
		SP:Iteration 13Q (151388.070000 sec): 3 clusters
  Score: Raw -708044.917479 + Penalty 2882.737166 = -705162.180313
  nChanged 95
		SP:Iteration 14Q (151388.300000 sec): 3 clusters
  Score: Raw -708078.641801 + Penalty 2882.737166 = -705195.904635
  nChanged 106
		SP:Iteration 15Q (151388.480000 sec): 3 clusters
  Score: Raw -708117.284841 + Penalty 2882.737166 = -705234.547675
  nChanged 101
		SP:Iteration 16Q (151388.670000 sec): 3 clusters
  Score: Raw -708151.041615 + Penalty 2882.737166 = -705268.304449
  nChanged 68
		SP:Iteration 17Q (151388.860000 sec): 3 clusters
  Score: Raw -708174.548389 + Penalty 2882.737166 = -705291.811223
  nChanged 72
		SP:Iteration 18Q (151389.080000 sec): 3 clusters
  Score: Raw -708195.447837 + Penalty 2882.737166 = -705312.710672
  nChanged 67
		SP:Iteration 19Q (151389.260000 sec): 3 clusters
  Score: Raw -708215.366516 + Penalty 2882.737166 = -705332.629350
  nChanged 57
		SP:Iteration 20F (151389.450000 sec): 3 clusters
  Score: Raw -708230.386349 + Penalty 2882.737166 = -705347.649183
  nChanged 38
		SP:Iteration 21Q (151389.650000 sec): 3 clusters
  Score: Raw -708238.685391 + Penalty 2882.737166 = -705355.948225
  nChanged 28
		SP:Iteration 22Q (151389.850000 sec): 3 clusters
  Score: Raw -708242.863183 + Penalty 2882.737166 = -705360.126018
  nChanged 22
		SP:Iteration 23Q (151390.050000 sec): 3 clusters
  Score: Raw -708245.447935 + Penalty 2882.737166 = -705362.710769
  nChanged 14
		SP:Iteration 24Q (151390.250000 sec): 3 clusters
  Score: Raw -708247.440838 + Penalty 2882.737166 = -705364.703672
  nChanged 10
		SP:Iteration 25Q (151390.470000 sec): 3 clusters
  Score: Raw -708248.802730 + Penalty 2882.737166 = -705366.065564
  nChanged 11
		SP:Iteration 26Q (151390.700000 sec): 3 clusters
  Score: Raw -708250.225726 + Penalty 2882.737166 = -705367.488560
  nChanged 9
		SP:Iteration 27Q (151390.890000 sec): 3 clusters
  Score: Raw -708251.451423 + Penalty 2882.737166 = -705368.714257
  nChanged 9
		SP:Iteration 28Q (151391.110000 sec): 3 clusters
  Score: Raw -708252.487746 + Penalty 2882.737166 = -705369.750580
  nChanged 5
		SP:Iteration 29Q (151391.340000 sec): 3 clusters
  Score: Raw -708253.504942 + Penalty 2882.737166 = -705370.767776
  nChanged 6
		SP:Iteration 30Q (151391.540000 sec): 3 clusters
  Score: Raw -708254.019376 + Penalty 2882.737166 = -705371.282210
  nChanged 6
		SP:Iteration 31Q (151391.720000 sec): 3 clusters
  Score: Raw -708254.737110 + Penalty 2882.737166 = -705371.999944
  nChanged 4
		SP:Iteration 32Q (151391.900000 sec): 3 clusters
  Score: Raw -708255.087639 + Penalty 2882.737166 = -705372.350473
  nChanged 3
		SP:Iteration 33Q (151392.150000 sec): 3 clusters
  Score: Raw -708255.347125 + Penalty 2882.737166 = -705372.609959
  nChanged 1
		SP:Iteration 34Q (151392.370000 sec): 3 clusters
  Score: Raw -708255.412257 + Penalty 2882.737166 = -705372.675091
  nChanged 0
		SP:Iteration 35F (151392.590000 sec): 3 clusters
  Score: Raw -708255.412257 + Penalty 2882.737166 = -705372.675091
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151392.750000 sec): 2 clusters
  Score: Raw -1512019.331437 + Penalty 1554.574976 = -1510464.756461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151393.010000 sec): 3 clusters
  Score: Raw -1503748.076761 + Penalty 3109.149952 = -1500638.926809
  nChanged 6332
		SP:Iteration 1F (151393.220000 sec): 3 clusters
  Score: Raw -1506996.859000 + Penalty 3109.149952 = -1503887.709049
  nChanged 782
		SP:Iteration 2F (151393.470000 sec): 3 clusters
  Score: Raw -1507252.556971 + Penalty 3109.149952 = -1504143.407019
  nChanged 622
		SP:Iteration 3Q (151393.720000 sec): 3 clusters
  Score: Raw -1507458.728390 + Penalty 3109.149952 = -1504349.578438
  nChanged 553
		SP:Iteration 4Q (151393.950000 sec): 3 clusters
  Score: Raw -1507654.931632 + Penalty 3109.149952 = -1504545.781680
  nChanged 580
		SP:Iteration 5Q (151394.160000 sec): 3 clusters
  Score: Raw -1507875.426187 + Penalty 3109.149952 = -1504766.276235
  nChanged 592
		SP:Iteration 6Q (151394.400000 sec): 3 clusters
  Score: Raw -1508118.265686 + Penalty 3109.149952 = -1505009.115734
  nChanged 650
		SP:Iteration 7Q (151394.670000 sec): 3 clusters
  Score: Raw -1508430.994295 + Penalty 3109.149952 = -1505321.844344
  nChanged 744
		SP:Iteration 8F (151394.940000 sec): 3 clusters
  Score: Raw -1508879.324865 + Penalty 3109.149952 = -1505770.174914
  nChanged 899
		SP:Iteration 9F (151395.210000 sec): 3 clusters
  Score: Raw -1509514.981290 + Penalty 3109.149952 = -1506405.831338
  nChanged 929
		SP:Iteration 10F (151395.420000 sec): 3 clusters
  Score: Raw -1510246.658681 + Penalty 3109.149952 = -1507137.508730
  nChanged 829
		SP:Iteration 11F (151395.700000 sec): 3 clusters
  Score: Raw -1510886.291477 + Penalty 3109.149952 = -1507777.141525
  nChanged 627
		SP:Iteration 12Q (151395.920000 sec): 3 clusters
  Score: Raw -1511381.549277 + Penalty 3109.149952 = -1508272.399325
  nChanged 432
		SP:Iteration 13Q (151396.140000 sec): 3 clusters
  Score: Raw -1511712.659898 + Penalty 3109.149952 = -1508603.509946
  nChanged 278
		SP:Iteration 14Q (151396.390000 sec): 3 clusters
  Score: Raw -1511934.856282 + Penalty 3109.149952 = -1508825.706330
  nChanged 177
		SP:Iteration 15Q (151396.620000 sec): 3 clusters
  Score: Raw -1512082.303698 + Penalty 3109.149952 = -1508973.153747
  nChanged 110
		SP:Iteration 16Q (151396.870000 sec): 3 clusters
  Score: Raw -1512175.868070 + Penalty 3109.149952 = -1509066.718119
  nChanged 68
		SP:Iteration 17Q (151397.140000 sec): 3 clusters
  Score: Raw -1512247.109264 + Penalty 3109.149952 = -1509137.959312
  nChanged 44
		SP:Iteration 18Q (151397.340000 sec): 3 clusters
  Score: Raw -1512299.289544 + Penalty 3109.149952 = -1509190.139593
  nChanged 39
		SP:Iteration 19Q (151397.590000 sec): 3 clusters
  Score: Raw -1512337.766075 + Penalty 3109.149952 = -1509228.616123
  nChanged 23
		SP:Iteration 20F (151397.820000 sec): 3 clusters
  Score: Raw -1512362.061001 + Penalty 3109.149952 = -1509252.911049
  nChanged 19
		SP:Iteration 21Q (151398.040000 sec): 3 clusters
  Score: Raw -1512377.582711 + Penalty 3109.149952 = -1509268.432759
  nChanged 19
		SP:Iteration 22Q (151398.300000 sec): 3 clusters
  Score: Raw -1512395.958291 + Penalty 3109.149952 = -1509286.808339
  nChanged 12
		SP:Iteration 23Q (151398.480000 sec): 3 clusters
  Score: Raw -1512409.293183 + Penalty 3109.149952 = -1509300.143231
  nChanged 10
		SP:Iteration 24Q (151398.700000 sec): 3 clusters
  Score: Raw -1512415.946095 + Penalty 3109.149952 = -1509306.796144
  nChanged 5
		SP:Iteration 25Q (151398.920000 sec): 3 clusters
  Score: Raw -1512420.995644 + Penalty 3109.149952 = -1509311.845693
  nChanged 4
		SP:Iteration 26Q (151399.100000 sec): 3 clusters
  Score: Raw -1512425.033804 + Penalty 3109.149952 = -1509315.883852
  nChanged 4
		SP:Iteration 27Q (151399.340000 sec): 3 clusters
  Score: Raw -1512426.964566 + Penalty 3109.149952 = -1509317.814614
  nChanged 3
		SP:Iteration 28Q (151399.560000 sec): 3 clusters
  Score: Raw -1512428.283316 + Penalty 3109.149952 = -1509319.133364
  nChanged 0
		SP:Iteration 29F (151399.770000 sec): 3 clusters
  Score: Raw -1512428.283316 + Penalty 3109.149952 = -1509319.133364
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151399.970000 sec): 2 clusters
  Score: Raw -2301147.732658 + Penalty 1615.705717 = -2299532.026940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151400.220000 sec): 3 clusters
  Score: Raw -2288488.082379 + Penalty 3231.411435 = -2285256.670944
  nChanged 9457
		SP:Iteration 1F (151400.490000 sec): 3 clusters
  Score: Raw -2293717.343766 + Penalty 3231.411435 = -2290485.932331
  nChanged 1074
		SP:Iteration 2F (151400.740000 sec): 3 clusters
  Score: Raw -2294156.266556 + Penalty 3231.411435 = -2290924.855121
  nChanged 1112
		SP:Iteration 3F (151401.010000 sec): 3 clusters
  Score: Raw -2294715.774112 + Penalty 3231.411435 = -2291484.362677
  nChanged 1303
		SP:Iteration 4F (151401.280000 sec): 3 clusters
  Score: Raw -2295582.572984 + Penalty 3231.411435 = -2292351.161549
  nChanged 1546
		SP:Iteration 5F (151401.530000 sec): 3 clusters
  Score: Raw -2296818.107248 + Penalty 3231.411435 = -2293586.695813
  nChanged 1669
		SP:Iteration 6F (151401.790000 sec): 3 clusters
  Score: Raw -2298371.427041 + Penalty 3231.411435 = -2295140.015606
  nChanged 1441
		SP:Iteration 7F (151402.040000 sec): 3 clusters
  Score: Raw -2299841.310863 + Penalty 3231.411435 = -2296609.899428
  nChanged 829
		SP:Iteration 8Q (151402.280000 sec): 3 clusters
  Score: Raw -2300685.015842 + Penalty 3231.411435 = -2297453.604407
  nChanged 354
		SP:Iteration 9Q (151402.510000 sec): 3 clusters
  Score: Raw -2301072.991244 + Penalty 3231.411435 = -2297841.579809
  nChanged 121
		SP:Iteration 10Q (151402.830000 sec): 3 clusters
  Score: Raw -2301223.506413 + Penalty 3231.411435 = -2297992.094978
  nChanged 37
		SP:Iteration 11Q (151403.030000 sec): 3 clusters
  Score: Raw -2301268.777628 + Penalty 3231.411435 = -2298037.366193
  nChanged 19
		SP:Iteration 12Q (151403.270000 sec): 3 clusters
  Score: Raw -2301294.204970 + Penalty 3231.411435 = -2298062.793535
  nChanged 8
		SP:Iteration 13Q (151403.520000 sec): 3 clusters
  Score: Raw -2301303.983598 + Penalty 3231.411435 = -2298072.572163
  nChanged 4
		SP:Iteration 14Q (151403.810000 sec): 3 clusters
  Score: Raw -2301308.601901 + Penalty 3231.411435 = -2298077.190466
  nChanged 2
		SP:Iteration 15Q (151404.020000 sec): 3 clusters
  Score: Raw -2301311.447969 + Penalty 3231.411435 = -2298080.036534
  nChanged 1
		SP:Iteration 16Q (151404.300000 sec): 3 clusters
  Score: Raw -2301312.884434 + Penalty 3231.411435 = -2298081.472999
  nChanged 0
		SP:Iteration 17F (151404.570000 sec): 3 clusters
  Score: Raw -2301312.884434 + Penalty 3231.411435 = -2298081.472999
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151404.710000 sec): 2 clusters
  Score: Raw -406327.414562 + Penalty 1356.252234 = -404971.162328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151404.930000 sec): 3 clusters
  Score: Raw -404219.413342 + Penalty 2712.504468 = -401506.908874
  nChanged 1645
		SP:Iteration 1F (151405.130000 sec): 3 clusters
  Score: Raw -405202.004379 + Penalty 2712.504468 = -402489.499911
  nChanged 351
		SP:Iteration 2F (151405.350000 sec): 3 clusters
  Score: Raw -405406.835615 + Penalty 2712.504468 = -402694.331146
  nChanged 238
		SP:Iteration 3F (151405.540000 sec): 3 clusters
  Score: Raw -405545.062675 + Penalty 2712.504468 = -402832.558207
  nChanged 170
		SP:Iteration 4Q (151405.750000 sec): 3 clusters
  Score: Raw -405650.691979 + Penalty 2712.504468 = -402938.187511
  nChanged 142
		SP:Iteration 5Q (151405.950000 sec): 3 clusters
  Score: Raw -405747.082810 + Penalty 2712.504468 = -403034.578342
  nChanged 141
		SP:Iteration 6Q (151406.170000 sec): 3 clusters
  Score: Raw -405827.561086 + Penalty 2712.504468 = -403115.056618
  nChanged 114
		SP:Iteration 7Q (151406.370000 sec): 3 clusters
  Score: Raw -405885.711114 + Penalty 2712.504468 = -403173.206646
  nChanged 116
		SP:Iteration 8Q (151406.570000 sec): 3 clusters
  Score: Raw -405951.929808 + Penalty 2712.504468 = -403239.425339
  nChanged 111
		SP:Iteration 9Q (151406.750000 sec): 3 clusters
  Score: Raw -406012.017567 + Penalty 2712.504468 = -403299.513099
  nChanged 101
		SP:Iteration 10Q (151406.930000 sec): 3 clusters
  Score: Raw -406076.234455 + Penalty 2712.504468 = -403363.729987
  nChanged 125
		SP:Iteration 11Q (151407.120000 sec): 3 clusters
  Score: Raw -406150.323295 + Penalty 2712.504468 = -403437.818827
  nChanged 106
		SP:Iteration 12Q (151407.320000 sec): 3 clusters
  Score: Raw -406220.749689 + Penalty 2712.504468 = -403508.245221
  nChanged 117
		SP:Iteration 13Q (151407.530000 sec): 3 clusters
  Score: Raw -406306.316553 + Penalty 2712.504468 = -403593.812084
  nChanged 124
		SP:Iteration 14Q (151407.730000 sec): 3 clusters
  Score: Raw -406392.144983 + Penalty 2712.504468 = -403679.640515
  nChanged 111
		SP:Iteration 15Q (151407.960000 sec): 3 clusters
  Score: Raw -406471.904551 + Penalty 2712.504468 = -403759.400083
  nChanged 95
		SP:Iteration 16Q (151408.100000 sec): 3 clusters
  Score: Raw -406533.910421 + Penalty 2712.504468 = -403821.405953
  nChanged 80
		SP:Iteration 17Q (151408.310000 sec): 3 clusters
  Score: Raw -406579.045835 + Penalty 2712.504468 = -403866.541367
  nChanged 61
		SP:Iteration 18Q (151408.520000 sec): 3 clusters
  Score: Raw -406607.909527 + Penalty 2712.504468 = -403895.405059
  nChanged 54
		SP:Iteration 19Q (151408.700000 sec): 3 clusters
  Score: Raw -406630.454433 + Penalty 2712.504468 = -403917.949965
  nChanged 39
		SP:Iteration 20F (151408.920000 sec): 3 clusters
  Score: Raw -406645.841534 + Penalty 2712.504468 = -403933.337066
  nChanged 26
		SP:Iteration 21Q (151409.050000 sec): 3 clusters
  Score: Raw -406655.777624 + Penalty 2712.504468 = -403943.273156
  nChanged 25
		SP:Iteration 22Q (151409.290000 sec): 3 clusters
  Score: Raw -406665.908031 + Penalty 2712.504468 = -403953.403562
  nChanged 24
		SP:Iteration 23Q (151409.460000 sec): 3 clusters
  Score: Raw -406675.808992 + Penalty 2712.504468 = -403963.304524
  nChanged 22
		SP:Iteration 24Q (151409.630000 sec): 3 clusters
  Score: Raw -406686.657914 + Penalty 2712.504468 = -403974.153446
  nChanged 18
		SP:Iteration 25Q (151409.850000 sec): 3 clusters
  Score: Raw -406697.969459 + Penalty 2712.504468 = -403985.464991
  nChanged 21
		SP:Iteration 26Q (151409.990000 sec): 3 clusters
  Score: Raw -406711.201277 + Penalty 2712.504468 = -403998.696809
  nChanged 19
		SP:Iteration 27Q (151410.200000 sec): 3 clusters
  Score: Raw -406720.904939 + Penalty 2712.504468 = -404008.400471
  nChanged 19
		SP:Iteration 28Q (151410.400000 sec): 3 clusters
  Score: Raw -406727.814744 + Penalty 2712.504468 = -404015.310275
  nChanged 15
		SP:Iteration 29Q (151410.540000 sec): 3 clusters
  Score: Raw -406732.518813 + Penalty 2712.504468 = -404020.014345
  nChanged 13
		SP:Iteration 30Q (151410.770000 sec): 3 clusters
  Score: Raw -406737.397186 + Penalty 2712.504468 = -404024.892717
  nChanged 14
		SP:Iteration 31Q (151410.970000 sec): 3 clusters
  Score: Raw -406745.436556 + Penalty 2712.504468 = -404032.932088
  nChanged 18
		SP:Iteration 32Q (151411.180000 sec): 3 clusters
  Score: Raw -406754.390094 + Penalty 2712.504468 = -404041.885626
  nChanged 16
		SP:Iteration 33Q (151411.400000 sec): 3 clusters
  Score: Raw -406763.724618 + Penalty 2712.504468 = -404051.220150
  nChanged 15
		SP:Iteration 34Q (151411.600000 sec): 3 clusters
  Score: Raw -406770.390560 + Penalty 2712.504468 = -404057.886091
  nChanged 12
		SP:Iteration 35Q (151411.820000 sec): 3 clusters
  Score: Raw -406775.612082 + Penalty 2712.504468 = -404063.107613
  nChanged 11
		SP:Iteration 36Q (151411.970000 sec): 3 clusters
  Score: Raw -406780.242307 + Penalty 2712.504468 = -404067.737839
  nChanged 12
		SP:Iteration 37Q (151412.180000 sec): 3 clusters
  Score: Raw -406784.279273 + Penalty 2712.504468 = -404071.774805
  nChanged 9
		SP:Iteration 38Q (151412.460000 sec): 3 clusters
  Score: Raw -406789.029016 + Penalty 2712.504468 = -404076.524548
  nChanged 8
		SP:Iteration 39Q (151412.790000 sec): 3 clusters
  Score: Raw -406791.716242 + Penalty 2712.504468 = -404079.211774
  nChanged 3
		SP:Iteration 40F (151413.030000 sec): 3 clusters
  Score: Raw -406793.927840 + Penalty 2712.504468 = -404081.423372
  nChanged 2
		SP:Iteration 41Q (151413.190000 sec): 3 clusters
  Score: Raw -406794.539479 + Penalty 2712.504468 = -404082.035011
  nChanged 2
		SP:Iteration 42Q (151413.380000 sec): 3 clusters
  Score: Raw -406794.847818 + Penalty 2712.504468 = -404082.343350
  nChanged 1
		SP:Iteration 43Q (151413.550000 sec): 3 clusters
  Score: Raw -406795.272472 + Penalty 2712.504468 = -404082.768004
  nChanged 2
		SP:Iteration 44Q (151413.740000 sec): 3 clusters
  Score: Raw -406796.367596 + Penalty 2712.504468 = -404083.863128
  nChanged 3
		SP:Iteration 45Q (151413.890000 sec): 3 clusters
  Score: Raw -406797.269708 + Penalty 2712.504468 = -404084.765240
  nChanged 4
		SP:Iteration 46Q (151414.110000 sec): 3 clusters
  Score: Raw -406798.900095 + Penalty 2712.504468 = -404086.395627
  nChanged 6
		SP:Iteration 47Q (151414.290000 sec): 3 clusters
  Score: Raw -406800.949564 + Penalty 2712.504468 = -404088.445096
  nChanged 5
		SP:Iteration 48Q (151414.450000 sec): 3 clusters
  Score: Raw -406803.160628 + Penalty 2712.504468 = -404090.656160
  nChanged 5
		SP:Iteration 49Q (151414.620000 sec): 3 clusters
  Score: Raw -406805.082820 + Penalty 2712.504468 = -404092.578351
  nChanged 4
		SP:Iteration 50Q (151414.790000 sec): 3 clusters
  Score: Raw -406807.424716 + Penalty 2712.504468 = -404094.920248
  nChanged 3
		SP:Iteration 51Q (151414.990000 sec): 3 clusters
  Score: Raw -406808.772328 + Penalty 2712.504468 = -404096.267860
  nChanged 2
		SP:Iteration 52Q (151415.160000 sec): 3 clusters
  Score: Raw -406809.377112 + Penalty 2712.504468 = -404096.872644
  nChanged 2
		SP:Iteration 53Q (151415.340000 sec): 3 clusters
  Score: Raw -406810.208720 + Penalty 2712.504468 = -404097.704252
  nChanged 2
		SP:Iteration 54Q (151415.550000 sec): 3 clusters
  Score: Raw -406810.599784 + Penalty 2712.504468 = -404098.095316
  nChanged 1
		SP:Iteration 55Q (151415.710000 sec): 3 clusters
  Score: Raw -406810.682999 + Penalty 2712.504468 = -404098.178531
  nChanged 0
		SP:Iteration 56F (151415.890000 sec): 3 clusters
  Score: Raw -406810.682999 + Penalty 2712.504468 = -404098.178531
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151416.030000 sec): 2 clusters
  Score: Raw -1196653.930650 + Penalty 1515.906697 = -1195138.023952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151416.230000 sec): 3 clusters
  Score: Raw -1190218.013071 + Penalty 3031.813395 = -1187186.199676
  nChanged 4884
		SP:Iteration 1F (151416.430000 sec): 3 clusters
  Score: Raw -1192958.108025 + Penalty 3031.813395 = -1189926.294630
  nChanged 667
		SP:Iteration 2F (151416.660000 sec): 3 clusters
  Score: Raw -1193256.505206 + Penalty 3031.813395 = -1190224.691812
  nChanged 606
		SP:Iteration 3F (151416.930000 sec): 3 clusters
  Score: Raw -1193557.311559 + Penalty 3031.813395 = -1190525.498165
  nChanged 623
		SP:Iteration 4F (151417.170000 sec): 3 clusters
  Score: Raw -1193885.976439 + Penalty 3031.813395 = -1190854.163044
  nChanged 604
		SP:Iteration 5F (151417.380000 sec): 3 clusters
  Score: Raw -1194270.001590 + Penalty 3031.813395 = -1191238.188195
  nChanged 648
		SP:Iteration 6F (151417.600000 sec): 3 clusters
  Score: Raw -1194733.407840 + Penalty 3031.813395 = -1191701.594445
  nChanged 611
		SP:Iteration 7F (151417.880000 sec): 3 clusters
  Score: Raw -1195173.948299 + Penalty 3031.813395 = -1192142.134904
  nChanged 558
		SP:Iteration 8Q (151418.100000 sec): 3 clusters
  Score: Raw -1195576.521221 + Penalty 3031.813395 = -1192544.707826
  nChanged 500
		SP:Iteration 9Q (151418.330000 sec): 3 clusters
  Score: Raw -1195917.219832 + Penalty 3031.813395 = -1192885.406438
  nChanged 411
		SP:Iteration 10Q (151418.620000 sec): 3 clusters
  Score: Raw -1196192.988319 + Penalty 3031.813395 = -1193161.174925
  nChanged 323
		SP:Iteration 11Q (151418.820000 sec): 3 clusters
  Score: Raw -1196432.428304 + Penalty 3031.813395 = -1193400.614909
  nChanged 287
		SP:Iteration 12Q (151419.030000 sec): 3 clusters
  Score: Raw -1196630.691894 + Penalty 3031.813395 = -1193598.878499
  nChanged 224
		SP:Iteration 13Q (151419.300000 sec): 3 clusters
  Score: Raw -1196767.513780 + Penalty 3031.813395 = -1193735.700385
  nChanged 190
		SP:Iteration 14Q (151419.530000 sec): 3 clusters
  Score: Raw -1196877.067851 + Penalty 3031.813395 = -1193845.254456
  nChanged 151
		SP:Iteration 15Q (151419.780000 sec): 3 clusters
  Score: Raw -1196965.953579 + Penalty 3031.813395 = -1193934.140184
  nChanged 140
		SP:Iteration 16Q (151420.010000 sec): 3 clusters
  Score: Raw -1197036.653352 + Penalty 3031.813395 = -1194004.839957
  nChanged 116
		SP:Iteration 17Q (151420.230000 sec): 3 clusters
  Score: Raw -1197098.131686 + Penalty 3031.813395 = -1194066.318291
  nChanged 122
		SP:Iteration 18Q (151420.470000 sec): 3 clusters
  Score: Raw -1197154.158679 + Penalty 3031.813395 = -1194122.345285
  nChanged 118
		SP:Iteration 19Q (151420.660000 sec): 3 clusters
  Score: Raw -1197215.101789 + Penalty 3031.813395 = -1194183.288394
  nChanged 114
		SP:Iteration 20F (151420.920000 sec): 3 clusters
  Score: Raw -1197265.198947 + Penalty 3031.813395 = -1194233.385552
  nChanged 95
		SP:Iteration 21Q (151421.160000 sec): 3 clusters
  Score: Raw -1197309.263080 + Penalty 3031.813395 = -1194277.449686
  nChanged 85
		SP:Iteration 22Q (151421.410000 sec): 3 clusters
  Score: Raw -1197337.718411 + Penalty 3031.813395 = -1194305.905017
  nChanged 62
		SP:Iteration 23Q (151421.630000 sec): 3 clusters
  Score: Raw -1197356.683983 + Penalty 3031.813395 = -1194324.870589
  nChanged 53
		SP:Iteration 24Q (151421.830000 sec): 3 clusters
  Score: Raw -1197371.862975 + Penalty 3031.813395 = -1194340.049580
  nChanged 47
		SP:Iteration 25Q (151422.070000 sec): 3 clusters
  Score: Raw -1197383.310421 + Penalty 3031.813395 = -1194351.497027
  nChanged 35
		SP:Iteration 26Q (151422.280000 sec): 3 clusters
  Score: Raw -1197391.404742 + Penalty 3031.813395 = -1194359.591347
  nChanged 21
		SP:Iteration 27Q (151422.550000 sec): 3 clusters
  Score: Raw -1197395.667023 + Penalty 3031.813395 = -1194363.853628
  nChanged 18
		SP:Iteration 28Q (151422.750000 sec): 3 clusters
  Score: Raw -1197398.563491 + Penalty 3031.813395 = -1194366.750096
  nChanged 16
		SP:Iteration 29Q (151423.040000 sec): 3 clusters
  Score: Raw -1197401.110066 + Penalty 3031.813395 = -1194369.296672
  nChanged 14
		SP:Iteration 30Q (151423.280000 sec): 3 clusters
  Score: Raw -1197403.890114 + Penalty 3031.813395 = -1194372.076719
  nChanged 14
		SP:Iteration 31Q (151423.470000 sec): 3 clusters
  Score: Raw -1197406.576017 + Penalty 3031.813395 = -1194374.762622
  nChanged 13
		SP:Iteration 32Q (151423.700000 sec): 3 clusters
  Score: Raw -1197409.170560 + Penalty 3031.813395 = -1194377.357165
  nChanged 15
		SP:Iteration 33Q (151423.890000 sec): 3 clusters
  Score: Raw -1197411.831328 + Penalty 3031.813395 = -1194380.017933
  nChanged 5
		SP:Iteration 34Q (151424.160000 sec): 3 clusters
  Score: Raw -1197413.212640 + Penalty 3031.813395 = -1194381.399245
  nChanged 5
		SP:Iteration 35Q (151424.340000 sec): 3 clusters
  Score: Raw -1197414.042314 + Penalty 3031.813395 = -1194382.228920
  nChanged 7
		SP:Iteration 36Q (151424.580000 sec): 3 clusters
  Score: Raw -1197414.843529 + Penalty 3031.813395 = -1194383.030134
  nChanged 6
		SP:Iteration 37Q (151424.780000 sec): 3 clusters
  Score: Raw -1197415.363773 + Penalty 3031.813395 = -1194383.550379
  nChanged 4
		SP:Iteration 38Q (151424.990000 sec): 3 clusters
  Score: Raw -1197415.893567 + Penalty 3031.813395 = -1194384.080173
  nChanged 3
		SP:Iteration 39Q (151425.260000 sec): 3 clusters
  Score: Raw -1197416.113419 + Penalty 3031.813395 = -1194384.300024
  nChanged 2
		SP:Iteration 40F (151425.490000 sec): 3 clusters
  Score: Raw -1197416.601554 + Penalty 3031.813395 = -1194384.788160
  nChanged 2
		SP:Iteration 41Q (151425.740000 sec): 3 clusters
  Score: Raw -1197416.818726 + Penalty 3031.813395 = -1194385.005332
  nChanged 0
		SP:Iteration 42F (151425.980000 sec): 3 clusters
  Score: Raw -1197416.818726 + Penalty 3031.813395 = -1194385.005332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151426.110000 sec): 2 clusters
  Score: Raw -488702.497449 + Penalty 1364.375165 = -487338.122283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151426.290000 sec): 3 clusters
  Score: Raw -486432.814767 + Penalty 2728.750330 = -483704.064437
  nChanged 1762
		SP:Iteration 1F (151426.480000 sec): 3 clusters
  Score: Raw -487368.874204 + Penalty 2728.750330 = -484640.123873
  nChanged 323
		SP:Iteration 2F (151426.660000 sec): 3 clusters
  Score: Raw -487549.077621 + Penalty 2728.750330 = -484820.327291
  nChanged 245
		SP:Iteration 3F (151426.880000 sec): 3 clusters
  Score: Raw -487677.069105 + Penalty 2728.750330 = -484948.318775
  nChanged 205
		SP:Iteration 4Q (151427.100000 sec): 3 clusters
  Score: Raw -487790.318318 + Penalty 2728.750330 = -485061.567988
  nChanged 171
		SP:Iteration 5Q (151427.270000 sec): 3 clusters
  Score: Raw -487883.952162 + Penalty 2728.750330 = -485155.201832
  nChanged 166
		SP:Iteration 6Q (151427.500000 sec): 3 clusters
  Score: Raw -487978.971263 + Penalty 2728.750330 = -485250.220932
  nChanged 169
		SP:Iteration 7Q (151427.690000 sec): 3 clusters
  Score: Raw -488072.943159 + Penalty 2728.750330 = -485344.192828
  nChanged 152
		SP:Iteration 8Q (151427.850000 sec): 3 clusters
  Score: Raw -488156.179701 + Penalty 2728.750330 = -485427.429370
  nChanged 133
		SP:Iteration 9Q (151428.030000 sec): 3 clusters
  Score: Raw -488227.109236 + Penalty 2728.750330 = -485498.358905
  nChanged 115
		SP:Iteration 10Q (151428.180000 sec): 3 clusters
  Score: Raw -488293.723189 + Penalty 2728.750330 = -485564.972859
  nChanged 110
		SP:Iteration 11Q (151428.400000 sec): 3 clusters
  Score: Raw -488367.539809 + Penalty 2728.750330 = -485638.789479
  nChanged 106
		SP:Iteration 12Q (151428.600000 sec): 3 clusters
  Score: Raw -488430.968376 + Penalty 2728.750330 = -485702.218045
  nChanged 96
		SP:Iteration 13Q (151428.780000 sec): 3 clusters
  Score: Raw -488497.179222 + Penalty 2728.750330 = -485768.428892
  nChanged 90
		SP:Iteration 14Q (151429.010000 sec): 3 clusters
  Score: Raw -488558.929680 + Penalty 2728.750330 = -485830.179349
  nChanged 75
		SP:Iteration 15Q (151429.210000 sec): 3 clusters
  Score: Raw -488617.961034 + Penalty 2728.750330 = -485889.210704
  nChanged 71
		SP:Iteration 16Q (151429.430000 sec): 3 clusters
  Score: Raw -488669.973724 + Penalty 2728.750330 = -485941.223394
  nChanged 46
		SP:Iteration 17Q (151429.630000 sec): 3 clusters
  Score: Raw -488700.190645 + Penalty 2728.750330 = -485971.440315
  nChanged 39
		SP:Iteration 18Q (151429.840000 sec): 3 clusters
  Score: Raw -488726.501447 + Penalty 2728.750330 = -485997.751116
  nChanged 40
		SP:Iteration 19Q (151430.030000 sec): 3 clusters
  Score: Raw -488755.057359 + Penalty 2728.750330 = -486026.307028
  nChanged 32
		SP:Iteration 20F (151430.210000 sec): 3 clusters
  Score: Raw -488776.156159 + Penalty 2728.750330 = -486047.405829
  nChanged 22
		SP:Iteration 21Q (151430.480000 sec): 3 clusters
  Score: Raw -488792.586705 + Penalty 2728.750330 = -486063.836375
  nChanged 26
		SP:Iteration 22Q (151430.650000 sec): 3 clusters
  Score: Raw -488814.903587 + Penalty 2728.750330 = -486086.153257
  nChanged 21
		SP:Iteration 23Q (151430.820000 sec): 3 clusters
  Score: Raw -488833.457967 + Penalty 2728.750330 = -486104.707636
  nChanged 9
		SP:Iteration 24Q (151431.010000 sec): 3 clusters
  Score: Raw -488838.683294 + Penalty 2728.750330 = -486109.932963
  nChanged 8
		SP:Iteration 25Q (151431.170000 sec): 3 clusters
  Score: Raw -488845.957400 + Penalty 2728.750330 = -486117.207070
  nChanged 11
		SP:Iteration 26Q (151431.360000 sec): 3 clusters
  Score: Raw -488855.162449 + Penalty 2728.750330 = -486126.412119
  nChanged 7
		SP:Iteration 27Q (151431.540000 sec): 3 clusters
  Score: Raw -488860.403387 + Penalty 2728.750330 = -486131.653057
  nChanged 7
		SP:Iteration 28Q (151431.740000 sec): 3 clusters
  Score: Raw -488868.862930 + Penalty 2728.750330 = -486140.112600
  nChanged 9
		SP:Iteration 29Q (151431.890000 sec): 3 clusters
  Score: Raw -488877.600551 + Penalty 2728.750330 = -486148.850221
  nChanged 3
		SP:Iteration 30Q (151432.080000 sec): 3 clusters
  Score: Raw -488880.447213 + Penalty 2728.750330 = -486151.696882
  nChanged 2
		SP:Iteration 31Q (151432.240000 sec): 3 clusters
  Score: Raw -488881.547895 + Penalty 2728.750330 = -486152.797565
  nChanged 1
		SP:Iteration 32Q (151432.420000 sec): 3 clusters
  Score: Raw -488882.057275 + Penalty 2728.750330 = -486153.306944
  nChanged 0
		SP:Iteration 33F (151432.580000 sec): 3 clusters
  Score: Raw -488882.057275 + Penalty 2728.750330 = -486153.306944
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151432.690000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151432.900000 sec): 3 clusters
  Score: Raw -428520.572622 + Penalty 2689.248883 = -425831.323740
  nChanged 1512
		SP:Iteration 1F (151433.080000 sec): 3 clusters
  Score: Raw -429355.660445 + Penalty 2689.248883 = -426666.411562
  nChanged 275
		SP:Iteration 2F (151433.300000 sec): 3 clusters
  Score: Raw -429479.329943 + Penalty 2689.248883 = -426790.081060
  nChanged 149
		SP:Iteration 3Q (151433.520000 sec): 3 clusters
  Score: Raw -429543.229295 + Penalty 2689.248883 = -426853.980413
  nChanged 121
		SP:Iteration 4Q (151433.700000 sec): 3 clusters
  Score: Raw -429585.685608 + Penalty 2689.248883 = -426896.436725
  nChanged 99
		SP:Iteration 5Q (151433.920000 sec): 3 clusters
  Score: Raw -429624.436980 + Penalty 2689.248883 = -426935.188097
  nChanged 96
		SP:Iteration 6Q (151434.090000 sec): 3 clusters
  Score: Raw -429662.059036 + Penalty 2689.248883 = -426972.810153
  nChanged 76
		SP:Iteration 7Q (151434.320000 sec): 3 clusters
  Score: Raw -429695.101178 + Penalty 2689.248883 = -427005.852295
  nChanged 78
		SP:Iteration 8Q (151434.510000 sec): 3 clusters
  Score: Raw -429726.386795 + Penalty 2689.248883 = -427037.137912
  nChanged 63
		SP:Iteration 9Q (151434.680000 sec): 3 clusters
  Score: Raw -429752.418996 + Penalty 2689.248883 = -427063.170114
  nChanged 62
		SP:Iteration 10Q (151434.900000 sec): 3 clusters
  Score: Raw -429778.345555 + Penalty 2689.248883 = -427089.096672
  nChanged 64
		SP:Iteration 11Q (151435.120000 sec): 3 clusters
  Score: Raw -429807.363548 + Penalty 2689.248883 = -427118.114665
  nChanged 73
		SP:Iteration 12Q (151435.290000 sec): 3 clusters
  Score: Raw -429842.764812 + Penalty 2689.248883 = -427153.515930
  nChanged 65
		SP:Iteration 13Q (151435.470000 sec): 3 clusters
  Score: Raw -429867.867979 + Penalty 2689.248883 = -427178.619097
  nChanged 59
		SP:Iteration 14Q (151435.660000 sec): 3 clusters
  Score: Raw -429894.373388 + Penalty 2689.248883 = -427205.124505
  nChanged 58
		SP:Iteration 15Q (151435.880000 sec): 3 clusters
  Score: Raw -429920.207606 + Penalty 2689.248883 = -427230.958724
  nChanged 71
		SP:Iteration 16Q (151436.070000 sec): 3 clusters
  Score: Raw -429956.763802 + Penalty 2689.248883 = -427267.514919
  nChanged 74
		SP:Iteration 17Q (151436.280000 sec): 3 clusters
  Score: Raw -429994.899031 + Penalty 2689.248883 = -427305.650148
  nChanged 81
		SP:Iteration 18Q (151436.520000 sec): 3 clusters
  Score: Raw -430040.016522 + Penalty 2689.248883 = -427350.767640
  nChanged 75
		SP:Iteration 19Q (151436.700000 sec): 3 clusters
  Score: Raw -430084.895733 + Penalty 2689.248883 = -427395.646850
  nChanged 86
		SP:Iteration 20F (151436.920000 sec): 3 clusters
  Score: Raw -430138.599998 + Penalty 2689.248883 = -427449.351115
  nChanged 95
		SP:Iteration 21Q (151437.150000 sec): 3 clusters
  Score: Raw -430206.595063 + Penalty 2689.248883 = -427517.346181
  nChanged 87
		SP:Iteration 22Q (151437.350000 sec): 3 clusters
  Score: Raw -430269.950204 + Penalty 2689.248883 = -427580.701322
  nChanged 77
		SP:Iteration 23Q (151437.560000 sec): 3 clusters
  Score: Raw -430328.717471 + Penalty 2689.248883 = -427639.468589
  nChanged 61
		SP:Iteration 24Q (151437.760000 sec): 3 clusters
  Score: Raw -430374.950224 + Penalty 2689.248883 = -427685.701341
  nChanged 52
		SP:Iteration 25Q (151437.990000 sec): 3 clusters
  Score: Raw -430413.731795 + Penalty 2689.248883 = -427724.482913
  nChanged 43
		SP:Iteration 26Q (151438.260000 sec): 3 clusters
  Score: Raw -430441.585116 + Penalty 2689.248883 = -427752.336233
  nChanged 25
		SP:Iteration 27Q (151438.510000 sec): 3 clusters
  Score: Raw -430463.254090 + Penalty 2689.248883 = -427774.005207
  nChanged 25
		SP:Iteration 28Q (151438.690000 sec): 3 clusters
  Score: Raw -430488.197314 + Penalty 2689.248883 = -427798.948432
  nChanged 28
		SP:Iteration 29Q (151438.940000 sec): 3 clusters
  Score: Raw -430520.446456 + Penalty 2689.248883 = -427831.197574
  nChanged 19
		SP:Iteration 30Q (151439.190000 sec): 3 clusters
  Score: Raw -430539.174523 + Penalty 2689.248883 = -427849.925641
  nChanged 20
		SP:Iteration 31Q (151439.410000 sec): 3 clusters
  Score: Raw -430557.540418 + Penalty 2689.248883 = -427868.291535
  nChanged 14
		SP:Iteration 32Q (151439.650000 sec): 3 clusters
  Score: Raw -430569.762694 + Penalty 2689.248883 = -427880.513811
  nChanged 11
		SP:Iteration 33Q (151439.870000 sec): 3 clusters
  Score: Raw -430581.384315 + Penalty 2689.248883 = -427892.135433
  nChanged 6
		SP:Iteration 34Q (151440.140000 sec): 3 clusters
  Score: Raw -430586.363164 + Penalty 2689.248883 = -427897.114282
  nChanged 4
		SP:Iteration 35Q (151440.360000 sec): 3 clusters
  Score: Raw -430589.766196 + Penalty 2689.248883 = -427900.517314
  nChanged 2
		SP:Iteration 36Q (151440.570000 sec): 3 clusters
  Score: Raw -430591.508625 + Penalty 2689.248883 = -427902.259742
  nChanged 4
		SP:Iteration 37Q (151440.790000 sec): 3 clusters
  Score: Raw -430596.494750 + Penalty 2689.248883 = -427907.245868
  nChanged 5
		SP:Iteration 38Q (151440.990000 sec): 3 clusters
  Score: Raw -430601.116939 + Penalty 2689.248883 = -427911.868057
  nChanged 4
		SP:Iteration 39Q (151441.240000 sec): 3 clusters
  Score: Raw -430605.728077 + Penalty 2689.248883 = -427916.479194
  nChanged 6
		SP:Iteration 40F (151441.480000 sec): 3 clusters
  Score: Raw -430612.363876 + Penalty 2689.248883 = -427923.114994
  nChanged 8
		SP:Iteration 41Q (151441.650000 sec): 3 clusters
  Score: Raw -430619.387619 + Penalty 2689.248883 = -427930.138736
  nChanged 2
		SP:Iteration 42Q (151441.930000 sec): 3 clusters
  Score: Raw -430620.809181 + Penalty 2689.248883 = -427931.560298
  nChanged 4
		SP:Iteration 43Q (151442.100000 sec): 3 clusters
  Score: Raw -430624.651214 + Penalty 2689.248883 = -427935.402331
  nChanged 8
		SP:Iteration 44Q (151442.280000 sec): 3 clusters
  Score: Raw -430631.533252 + Penalty 2689.248883 = -427942.284369
  nChanged 4
		SP:Iteration 45Q (151442.450000 sec): 3 clusters
  Score: Raw -430636.128024 + Penalty 2689.248883 = -427946.879141
  nChanged 7
		SP:Iteration 46Q (151442.640000 sec): 3 clusters
  Score: Raw -430643.304701 + Penalty 2689.248883 = -427954.055819
  nChanged 5
		SP:Iteration 47Q (151442.830000 sec): 3 clusters
  Score: Raw -430649.279718 + Penalty 2689.248883 = -427960.030835
  nChanged 6
		SP:Iteration 48Q (151443.020000 sec): 3 clusters
  Score: Raw -430657.017987 + Penalty 2689.248883 = -427967.769104
  nChanged 8
		SP:Iteration 49Q (151443.210000 sec): 3 clusters
  Score: Raw -430664.400425 + Penalty 2689.248883 = -427975.151542
  nChanged 1
		SP:Iteration 50Q (151443.370000 sec): 3 clusters
  Score: Raw -430664.923215 + Penalty 2689.248883 = -427975.674333
  nChanged 1
		SP:Iteration 51Q (151443.560000 sec): 3 clusters
  Score: Raw -430665.814826 + Penalty 2689.248883 = -427976.565943
  nChanged 0
		SP:Iteration 52F (151443.760000 sec): 3 clusters
  Score: Raw -430665.814826 + Penalty 2689.248883 = -427976.565943
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (38003 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151444.060000 sec): 2 clusters
  Score: Raw -3848108.767644 + Penalty 1713.630812 = -3846395.136832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151444.410000 sec): 3 clusters
  Score: Raw -3824231.296670 + Penalty 3427.261624 = -3820804.035046
  nChanged 17764
		SP:Iteration 1F (151444.740000 sec): 3 clusters
  Score: Raw -3834481.744504 + Penalty 3427.261624 = -3831054.482880
  nChanged 1945
		SP:Iteration 2F (151445.120000 sec): 3 clusters
  Score: Raw -3835344.906901 + Penalty 3427.261624 = -3831917.645276
  nChanged 2190
		SP:Iteration 3F (151445.470000 sec): 3 clusters
  Score: Raw -3836597.846901 + Penalty 3427.261624 = -3833170.585276
  nChanged 2570
		SP:Iteration 4F (151445.860000 sec): 3 clusters
  Score: Raw -3838369.685332 + Penalty 3427.261624 = -3834942.423708
  nChanged 2827
		SP:Iteration 5F (151446.220000 sec): 3 clusters
  Score: Raw -3840503.414726 + Penalty 3427.261624 = -3837076.153101
  nChanged 2759
		SP:Iteration 6F (151446.530000 sec): 3 clusters
  Score: Raw -3842620.039483 + Penalty 3427.261624 = -3839192.777859
  nChanged 2309
		SP:Iteration 7F (151446.870000 sec): 3 clusters
  Score: Raw -3844164.558835 + Penalty 3427.261624 = -3840737.297211
  nChanged 1774
		SP:Iteration 8Q (151447.260000 sec): 3 clusters
  Score: Raw -3845148.902221 + Penalty 3427.261624 = -3841721.640597
  nChanged 1308
		SP:Iteration 9Q (151447.620000 sec): 3 clusters
  Score: Raw -3845781.858602 + Penalty 3427.261624 = -3842354.596977
  nChanged 1019
		SP:Iteration 10Q (151448.000000 sec): 3 clusters
  Score: Raw -3846265.591475 + Penalty 3427.261624 = -3842838.329851
  nChanged 854
		SP:Iteration 11Q (151448.390000 sec): 3 clusters
  Score: Raw -3846668.486895 + Penalty 3427.261624 = -3843241.225271
  nChanged 719
		SP:Iteration 12Q (151448.690000 sec): 3 clusters
  Score: Raw -3847030.106099 + Penalty 3427.261624 = -3843602.844474
  nChanged 656
		SP:Iteration 13Q (151449.100000 sec): 3 clusters
  Score: Raw -3847352.039646 + Penalty 3427.261624 = -3843924.778022
  nChanged 582
		SP:Iteration 14Q (151449.470000 sec): 3 clusters
  Score: Raw -3847628.698192 + Penalty 3427.261624 = -3844201.436568
  nChanged 515
		SP:Iteration 15Q (151449.860000 sec): 3 clusters
  Score: Raw -3847880.356516 + Penalty 3427.261624 = -3844453.094892
  nChanged 478
		SP:Iteration 16Q (151450.190000 sec): 3 clusters
  Score: Raw -3848091.110640 + Penalty 3427.261624 = -3844663.849015
  nChanged 390
		SP:Iteration 17Q (151450.530000 sec): 3 clusters
  Score: Raw -3848254.179453 + Penalty 3427.261624 = -3844826.917829
  nChanged 364
		SP:Iteration 18Q (151450.900000 sec): 3 clusters
  Score: Raw -3848395.849746 + Penalty 3427.261624 = -3844968.588121
  nChanged 310
		SP:Iteration 19Q (151451.240000 sec): 3 clusters
  Score: Raw -3848505.708581 + Penalty 3427.261624 = -3845078.446956
  nChanged 256
		SP:Iteration 20F (151451.540000 sec): 3 clusters
  Score: Raw -3848593.639296 + Penalty 3427.261624 = -3845166.377672
  nChanged 243
		SP:Iteration 21Q (151451.880000 sec): 3 clusters
  Score: Raw -3848660.640738 + Penalty 3427.261624 = -3845233.379114
  nChanged 200
		SP:Iteration 22Q (151452.200000 sec): 3 clusters
  Score: Raw -3848713.695842 + Penalty 3427.261624 = -3845286.434217
  nChanged 174
		SP:Iteration 23Q (151452.550000 sec): 3 clusters
  Score: Raw -3848764.591888 + Penalty 3427.261624 = -3845337.330263
  nChanged 142
		SP:Iteration 24Q (151452.930000 sec): 3 clusters
  Score: Raw -3848799.695227 + Penalty 3427.261624 = -3845372.433603
  nChanged 131
		SP:Iteration 25Q (151453.270000 sec): 3 clusters
  Score: Raw -3848828.954493 + Penalty 3427.261624 = -3845401.692869
  nChanged 106
		SP:Iteration 26Q (151453.680000 sec): 3 clusters
  Score: Raw -3848853.011367 + Penalty 3427.261624 = -3845425.749743
  nChanged 94
		SP:Iteration 27Q (151454.000000 sec): 3 clusters
  Score: Raw -3848874.498187 + Penalty 3427.261624 = -3845447.236562
  nChanged 93
		SP:Iteration 28Q (151454.350000 sec): 3 clusters
  Score: Raw -3848896.773601 + Penalty 3427.261624 = -3845469.511977
  nChanged 92
		SP:Iteration 29Q (151454.690000 sec): 3 clusters
  Score: Raw -3848917.472712 + Penalty 3427.261624 = -3845490.211088
  nChanged 87
		SP:Iteration 30Q (151455.050000 sec): 3 clusters
  Score: Raw -3848936.590311 + Penalty 3427.261624 = -3845509.328687
  nChanged 77
		SP:Iteration 31Q (151455.440000 sec): 3 clusters
  Score: Raw -3848951.721593 + Penalty 3427.261624 = -3845524.459969
  nChanged 57
		SP:Iteration 32Q (151455.790000 sec): 3 clusters
  Score: Raw -3848962.655267 + Penalty 3427.261624 = -3845535.393642
  nChanged 43
		SP:Iteration 33Q (151456.110000 sec): 3 clusters
  Score: Raw -3848970.339745 + Penalty 3427.261624 = -3845543.078121
  nChanged 42
		SP:Iteration 34Q (151456.430000 sec): 3 clusters
  Score: Raw -3848977.408678 + Penalty 3427.261624 = -3845550.147054
  nChanged 35
		SP:Iteration 35Q (151456.780000 sec): 3 clusters
  Score: Raw -3848984.806707 + Penalty 3427.261624 = -3845557.545083
  nChanged 31
		SP:Iteration 36Q (151457.140000 sec): 3 clusters
  Score: Raw -3848990.361338 + Penalty 3427.261624 = -3845563.099714
  nChanged 35
		SP:Iteration 37Q (151457.450000 sec): 3 clusters
  Score: Raw -3848998.448279 + Penalty 3427.261624 = -3845571.186655
  nChanged 35
		SP:Iteration 38Q (151457.760000 sec): 3 clusters
  Score: Raw -3849004.747829 + Penalty 3427.261624 = -3845577.486205
  nChanged 29
		SP:Iteration 39Q (151458.080000 sec): 3 clusters
  Score: Raw -3849009.670617 + Penalty 3427.261624 = -3845582.408992
  nChanged 32
		SP:Iteration 40F (151458.450000 sec): 3 clusters
  Score: Raw -3849015.734093 + Penalty 3427.261624 = -3845588.472468
  nChanged 35
		SP:Iteration 41Q (151458.750000 sec): 3 clusters
  Score: Raw -3849022.205107 + Penalty 3427.261624 = -3845594.943482
  nChanged 31
		SP:Iteration 42Q (151459.130000 sec): 3 clusters
  Score: Raw -3849029.899434 + Penalty 3427.261624 = -3845602.637809
  nChanged 35
		SP:Iteration 43Q (151459.490000 sec): 3 clusters
  Score: Raw -3849036.374300 + Penalty 3427.261624 = -3845609.112676
  nChanged 27
		SP:Iteration 44Q (151459.820000 sec): 3 clusters
  Score: Raw -3849041.480830 + Penalty 3427.261624 = -3845614.219206
  nChanged 17
		SP:Iteration 45Q (151460.220000 sec): 3 clusters
  Score: Raw -3849044.262533 + Penalty 3427.261624 = -3845617.000909
  nChanged 21
		SP:Iteration 46Q (151460.590000 sec): 3 clusters
  Score: Raw -3849048.248093 + Penalty 3427.261624 = -3845620.986469
  nChanged 18
		SP:Iteration 47Q (151460.980000 sec): 3 clusters
  Score: Raw -3849051.327715 + Penalty 3427.261624 = -3845624.066090
  nChanged 16
		SP:Iteration 48Q (151461.340000 sec): 3 clusters
  Score: Raw -3849053.642610 + Penalty 3427.261624 = -3845626.380985
  nChanged 14
		SP:Iteration 49Q (151461.720000 sec): 3 clusters
  Score: Raw -3849056.562689 + Penalty 3427.261624 = -3845629.301064
  nChanged 18
		SP:Iteration 50Q (151462.010000 sec): 3 clusters
  Score: Raw -3849059.818009 + Penalty 3427.261624 = -3845632.556384
  nChanged 14
		SP:Iteration 51Q (151462.330000 sec): 3 clusters
  Score: Raw -3849061.973819 + Penalty 3427.261624 = -3845634.712195
  nChanged 15
		SP:Iteration 52Q (151462.660000 sec): 3 clusters
  Score: Raw -3849063.990285 + Penalty 3427.261624 = -3845636.728660
  nChanged 9
		SP:Iteration 53Q (151463.040000 sec): 3 clusters
  Score: Raw -3849065.506965 + Penalty 3427.261624 = -3845638.245340
  nChanged 13
		SP:Iteration 54Q (151463.400000 sec): 3 clusters
  Score: Raw -3849068.283548 + Penalty 3427.261624 = -3845641.021924
  nChanged 16
		SP:Iteration 55Q (151463.730000 sec): 3 clusters
  Score: Raw -3849071.195509 + Penalty 3427.261624 = -3845643.933884
  nChanged 15
		SP:Iteration 56Q (151464.070000 sec): 3 clusters
  Score: Raw -3849074.187003 + Penalty 3427.261624 = -3845646.925379
  nChanged 12
		SP:Iteration 57Q (151464.360000 sec): 3 clusters
  Score: Raw -3849076.259204 + Penalty 3427.261624 = -3845648.997579
  nChanged 8
		SP:Iteration 58Q (151464.690000 sec): 3 clusters
  Score: Raw -3849077.639845 + Penalty 3427.261624 = -3845650.378220
  nChanged 8
		SP:Iteration 59Q (151465.010000 sec): 3 clusters
  Score: Raw -3849078.806282 + Penalty 3427.261624 = -3845651.544658
  nChanged 2
		SP:Iteration 60F (151465.310000 sec): 3 clusters
  Score: Raw -3849079.313449 + Penalty 3427.261624 = -3845652.051825
  nChanged 6
		SP:Iteration 61Q (151465.620000 sec): 3 clusters
  Score: Raw -3849080.136723 + Penalty 3427.261624 = -3845652.875099
  nChanged 5
		SP:Iteration 62Q (151465.970000 sec): 3 clusters
  Score: Raw -3849080.675297 + Penalty 3427.261624 = -3845653.413673
  nChanged 4
		SP:Iteration 63Q (151466.340000 sec): 3 clusters
  Score: Raw -3849081.251618 + Penalty 3427.261624 = -3845653.989994
  nChanged 4
		SP:Iteration 64Q (151466.670000 sec): 3 clusters
  Score: Raw -3849081.768723 + Penalty 3427.261624 = -3845654.507098
  nChanged 3
		SP:Iteration 65Q (151467.020000 sec): 3 clusters
  Score: Raw -3849082.419051 + Penalty 3427.261624 = -3845655.157427
  nChanged 6
		SP:Iteration 66Q (151467.340000 sec): 3 clusters
  Score: Raw -3849083.216111 + Penalty 3427.261624 = -3845655.954487
  nChanged 6
		SP:Iteration 67Q (151467.720000 sec): 3 clusters
  Score: Raw -3849084.030966 + Penalty 3427.261624 = -3845656.769342
  nChanged 8
		SP:Iteration 68Q (151468.070000 sec): 3 clusters
  Score: Raw -3849085.501625 + Penalty 3427.261624 = -3845658.240001
  nChanged 8
		SP:Iteration 69Q (151468.420000 sec): 3 clusters
  Score: Raw -3849086.651599 + Penalty 3427.261624 = -3845659.389974
  nChanged 11
		SP:Iteration 70Q (151468.820000 sec): 3 clusters
  Score: Raw -3849088.188764 + Penalty 3427.261624 = -3845660.927139
  nChanged 7
		SP:Iteration 71Q (151469.160000 sec): 3 clusters
  Score: Raw -3849088.902726 + Penalty 3427.261624 = -3845661.641101
  nChanged 4
		SP:Iteration 72Q (151469.500000 sec): 3 clusters
  Score: Raw -3849089.345069 + Penalty 3427.261624 = -3845662.083444
  nChanged 4
		SP:Iteration 73Q (151469.870000 sec): 3 clusters
  Score: Raw -3849089.839419 + Penalty 3427.261624 = -3845662.577794
  nChanged 4
		SP:Iteration 74Q (151470.200000 sec): 3 clusters
  Score: Raw -3849090.514607 + Penalty 3427.261624 = -3845663.252983
  nChanged 10
		SP:Iteration 75Q (151470.510000 sec): 3 clusters
  Score: Raw -3849092.182052 + Penalty 3427.261624 = -3845664.920428
  nChanged 4
		SP:Iteration 76Q (151470.920000 sec): 3 clusters
  Score: Raw -3849092.534818 + Penalty 3427.261624 = -3845665.273193
  nChanged 2
		SP:Iteration 77Q (151471.300000 sec): 3 clusters
  Score: Raw -3849092.777411 + Penalty 3427.261624 = -3845665.515787
  nChanged 2
		SP:Iteration 78Q (151471.650000 sec): 3 clusters
  Score: Raw -3849093.060801 + Penalty 3427.261624 = -3845665.799177
  nChanged 2
		SP:Iteration 79Q (151472.060000 sec): 3 clusters
  Score: Raw -3849093.231049 + Penalty 3427.261624 = -3845665.969424
  nChanged 2
		SP:Iteration 80F (151472.390000 sec): 3 clusters
  Score: Raw -3849093.537107 + Penalty 3427.261624 = -3845666.275482
  nChanged 2
		SP:Iteration 81Q (151472.770000 sec): 3 clusters
  Score: Raw -3849093.716183 + Penalty 3427.261624 = -3845666.454559
  nChanged 2
		SP:Iteration 82Q (151473.100000 sec): 3 clusters
  Score: Raw -3849093.858194 + Penalty 3427.261624 = -3845666.596570
  nChanged 3
		SP:Iteration 83Q (151473.450000 sec): 3 clusters
  Score: Raw -3849094.295277 + Penalty 3427.261624 = -3845667.033653
  nChanged 2
		SP:Iteration 84Q (151473.760000 sec): 3 clusters
  Score: Raw -3849094.455828 + Penalty 3427.261624 = -3845667.194204
  nChanged 3
		SP:Iteration 85Q (151474.140000 sec): 3 clusters
  Score: Raw -3849094.796668 + Penalty 3427.261624 = -3845667.535043
  nChanged 2
		SP:Iteration 86Q (151474.510000 sec): 3 clusters
  Score: Raw -3849094.988787 + Penalty 3427.261624 = -3845667.727163
  nChanged 0
		SP:Iteration 87F (151474.900000 sec): 3 clusters
  Score: Raw -3849094.988787 + Penalty 3427.261624 = -3845667.727163
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151475.070000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151475.270000 sec): 3 clusters
  Score: Raw -18425.137426 + Penalty 1746.965482 = -16678.171943
  nChanged 42
		SP:Iteration 1F (151475.450000 sec): 3 clusters
  Score: Raw -18615.154564 + Penalty 1746.965482 = -16868.189082
  nChanged 9
		SP:Iteration 2Q (151475.600000 sec): 3 clusters
  Score: Raw -18672.320541 + Penalty 1746.965482 = -16925.355058
  nChanged 4
		SP:Iteration 3Q (151475.780000 sec): 3 clusters
  Score: Raw -18697.895194 + Penalty 1746.965482 = -16950.929712
  nChanged 1
		SP:Iteration 4Q (151475.980000 sec): 3 clusters
  Score: Raw -18699.117623 + Penalty 1746.965482 = -16952.152140
  nChanged 0
		SP:Iteration 5F (151476.170000 sec): 3 clusters
  Score: Raw -18699.117623 + Penalty 1746.965482 = -16952.152140
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151476.340000 sec): 2 clusters
  Score: Raw -869382.569846 + Penalty 1467.202489 = -867915.367357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151476.560000 sec): 3 clusters
  Score: Raw -864852.058436 + Penalty 2934.404977 = -861917.653459
  nChanged 3474
		SP:Iteration 1F (151476.810000 sec): 3 clusters
  Score: Raw -866798.514863 + Penalty 2934.404977 = -863864.109886
  nChanged 652
		SP:Iteration 2F (151477.010000 sec): 3 clusters
  Score: Raw -867189.451996 + Penalty 2934.404977 = -864255.047018
  nChanged 545
		SP:Iteration 3F (151477.230000 sec): 3 clusters
  Score: Raw -867520.677953 + Penalty 2934.404977 = -864586.272976
  nChanged 466
		SP:Iteration 4F (151477.480000 sec): 3 clusters
  Score: Raw -867793.611071 + Penalty 2934.404977 = -864859.206093
  nChanged 389
		SP:Iteration 5Q (151477.690000 sec): 3 clusters
  Score: Raw -868003.969425 + Penalty 2934.404977 = -865069.564447
  nChanged 370
		SP:Iteration 6Q (151477.870000 sec): 3 clusters
  Score: Raw -868191.109539 + Penalty 2934.404977 = -865256.704562
  nChanged 299
		SP:Iteration 7Q (151478.070000 sec): 3 clusters
  Score: Raw -868329.807857 + Penalty 2934.404977 = -865395.402880
  nChanged 236
		SP:Iteration 8Q (151478.260000 sec): 3 clusters
  Score: Raw -868424.617579 + Penalty 2934.404977 = -865490.212602
  nChanged 196
		SP:Iteration 9Q (151478.510000 sec): 3 clusters
  Score: Raw -868503.122017 + Penalty 2934.404977 = -865568.717039
  nChanged 181
		SP:Iteration 10Q (151478.740000 sec): 3 clusters
  Score: Raw -868577.143851 + Penalty 2934.404977 = -865642.738873
  nChanged 148
		SP:Iteration 11Q (151478.970000 sec): 3 clusters
  Score: Raw -868637.755849 + Penalty 2934.404977 = -865703.350872
  nChanged 134
		SP:Iteration 12Q (151479.220000 sec): 3 clusters
  Score: Raw -868689.653329 + Penalty 2934.404977 = -865755.248352
  nChanged 130
		SP:Iteration 13Q (151479.490000 sec): 3 clusters
  Score: Raw -868739.310041 + Penalty 2934.404977 = -865804.905063
  nChanged 122
		SP:Iteration 14Q (151479.660000 sec): 3 clusters
  Score: Raw -868784.907395 + Penalty 2934.404977 = -865850.502418
  nChanged 108
		SP:Iteration 15Q (151479.910000 sec): 3 clusters
  Score: Raw -868822.515119 + Penalty 2934.404977 = -865888.110142
  nChanged 95
		SP:Iteration 16Q (151480.120000 sec): 3 clusters
  Score: Raw -868853.352149 + Penalty 2934.404977 = -865918.947172
  nChanged 85
		SP:Iteration 17Q (151480.350000 sec): 3 clusters
  Score: Raw -868881.065343 + Penalty 2934.404977 = -865946.660365
  nChanged 80
		SP:Iteration 18Q (151480.530000 sec): 3 clusters
  Score: Raw -868910.113428 + Penalty 2934.404977 = -865975.708451
  nChanged 86
		SP:Iteration 19Q (151480.760000 sec): 3 clusters
  Score: Raw -868944.788346 + Penalty 2934.404977 = -866010.383369
  nChanged 79
		SP:Iteration 20F (151480.950000 sec): 3 clusters
  Score: Raw -868975.506250 + Penalty 2934.404977 = -866041.101273
  nChanged 76
		SP:Iteration 21Q (151481.170000 sec): 3 clusters
  Score: Raw -868999.650514 + Penalty 2934.404977 = -866065.245536
  nChanged 57
		SP:Iteration 22Q (151481.390000 sec): 3 clusters
  Score: Raw -869017.008693 + Penalty 2934.404977 = -866082.603715
  nChanged 65
		SP:Iteration 23Q (151481.640000 sec): 3 clusters
  Score: Raw -869037.849495 + Penalty 2934.404977 = -866103.444517
  nChanged 58
		SP:Iteration 24Q (151481.860000 sec): 3 clusters
  Score: Raw -869055.859653 + Penalty 2934.404977 = -866121.454675
  nChanged 59
		SP:Iteration 25Q (151482.090000 sec): 3 clusters
  Score: Raw -869075.987698 + Penalty 2934.404977 = -866141.582720
  nChanged 53
		SP:Iteration 26Q (151482.330000 sec): 3 clusters
  Score: Raw -869094.406946 + Penalty 2934.404977 = -866160.001969
  nChanged 59
		SP:Iteration 27Q (151482.570000 sec): 3 clusters
  Score: Raw -869111.208899 + Penalty 2934.404977 = -866176.803922
  nChanged 53
		SP:Iteration 28Q (151482.780000 sec): 3 clusters
  Score: Raw -869129.147307 + Penalty 2934.404977 = -866194.742329
  nChanged 44
		SP:Iteration 29Q (151483.020000 sec): 3 clusters
  Score: Raw -869143.611079 + Penalty 2934.404977 = -866209.206102
  nChanged 49
		SP:Iteration 30Q (151483.260000 sec): 3 clusters
  Score: Raw -869158.075712 + Penalty 2934.404977 = -866223.670734
  nChanged 45
		SP:Iteration 31Q (151483.490000 sec): 3 clusters
  Score: Raw -869172.491433 + Penalty 2934.404977 = -866238.086455
  nChanged 48
		SP:Iteration 32Q (151483.680000 sec): 3 clusters
  Score: Raw -869186.681148 + Penalty 2934.404977 = -866252.276170
  nChanged 42
		SP:Iteration 33Q (151483.900000 sec): 3 clusters
  Score: Raw -869197.599322 + Penalty 2934.404977 = -866263.194345
  nChanged 47
		SP:Iteration 34Q (151484.110000 sec): 3 clusters
  Score: Raw -869211.115263 + Penalty 2934.404977 = -866276.710286
  nChanged 40
		SP:Iteration 35Q (151484.320000 sec): 3 clusters
  Score: Raw -869222.203089 + Penalty 2934.404977 = -866287.798111
  nChanged 25
		SP:Iteration 36Q (151484.520000 sec): 3 clusters
  Score: Raw -869229.659446 + Penalty 2934.404977 = -866295.254469
  nChanged 34
		SP:Iteration 37Q (151484.730000 sec): 3 clusters
  Score: Raw -869240.695692 + Penalty 2934.404977 = -866306.290715
  nChanged 32
		SP:Iteration 38Q (151484.930000 sec): 3 clusters
  Score: Raw -869249.808995 + Penalty 2934.404977 = -866315.404018
  nChanged 36
		SP:Iteration 39Q (151485.170000 sec): 3 clusters
  Score: Raw -869260.074488 + Penalty 2934.404977 = -866325.669511
  nChanged 40
		SP:Iteration 40F (151485.320000 sec): 3 clusters
  Score: Raw -869273.637783 + Penalty 2934.404977 = -866339.232806
  nChanged 40
		SP:Iteration 41Q (151485.550000 sec): 3 clusters
  Score: Raw -869289.638748 + Penalty 2934.404977 = -866355.233770
  nChanged 43
		SP:Iteration 42Q (151485.760000 sec): 3 clusters
  Score: Raw -869304.319398 + Penalty 2934.404977 = -866369.914420
  nChanged 34
		SP:Iteration 43Q (151486.000000 sec): 3 clusters
  Score: Raw -869319.001062 + Penalty 2934.404977 = -866384.596084
  nChanged 39
		SP:Iteration 44Q (151486.200000 sec): 3 clusters
  Score: Raw -869334.929065 + Penalty 2934.404977 = -866400.524088
  nChanged 34
		SP:Iteration 45Q (151486.380000 sec): 3 clusters
  Score: Raw -869347.060577 + Penalty 2934.404977 = -866412.655599
  nChanged 28
		SP:Iteration 46Q (151486.610000 sec): 3 clusters
  Score: Raw -869356.617507 + Penalty 2934.404977 = -866422.212529
  nChanged 25
		SP:Iteration 47Q (151486.810000 sec): 3 clusters
  Score: Raw -869367.328901 + Penalty 2934.404977 = -866432.923924
  nChanged 33
		SP:Iteration 48Q (151486.980000 sec): 3 clusters
  Score: Raw -869380.347480 + Penalty 2934.404977 = -866445.942502
  nChanged 28
		SP:Iteration 49Q (151487.180000 sec): 3 clusters
  Score: Raw -869391.987460 + Penalty 2934.404977 = -866457.582483
  nChanged 35
		SP:Iteration 50Q (151487.400000 sec): 3 clusters
  Score: Raw -869409.306371 + Penalty 2934.404977 = -866474.901393
  nChanged 31
		SP:Iteration 51Q (151487.590000 sec): 3 clusters
  Score: Raw -869425.720699 + Penalty 2934.404977 = -866491.315722
  nChanged 30
		SP:Iteration 52Q (151487.800000 sec): 3 clusters
  Score: Raw -869444.768428 + Penalty 2934.404977 = -866510.363450
  nChanged 34
		SP:Iteration 53Q (151487.960000 sec): 3 clusters
  Score: Raw -869470.682861 + Penalty 2934.404977 = -866536.277883
  nChanged 30
		SP:Iteration 54Q (151488.180000 sec): 3 clusters
  Score: Raw -869489.305037 + Penalty 2934.404977 = -866554.900060
  nChanged 35
		SP:Iteration 55Q (151488.340000 sec): 3 clusters
  Score: Raw -869510.079836 + Penalty 2934.404977 = -866575.674859
  nChanged 29
		SP:Iteration 56Q (151488.550000 sec): 3 clusters
  Score: Raw -869526.813091 + Penalty 2934.404977 = -866592.408114
  nChanged 29
		SP:Iteration 57Q (151488.730000 sec): 3 clusters
  Score: Raw -869542.837643 + Penalty 2934.404977 = -866608.432666
  nChanged 21
		SP:Iteration 58Q (151488.950000 sec): 3 clusters
  Score: Raw -869554.146532 + Penalty 2934.404977 = -866619.741555
  nChanged 17
		SP:Iteration 59Q (151489.150000 sec): 3 clusters
  Score: Raw -869564.563035 + Penalty 2934.404977 = -866630.158058
  nChanged 13
		SP:Iteration 60F (151489.380000 sec): 3 clusters
  Score: Raw -869571.210498 + Penalty 2934.404977 = -866636.805521
  nChanged 17
		SP:Iteration 61Q (151489.590000 sec): 3 clusters
  Score: Raw -869579.051218 + Penalty 2934.404977 = -866644.646241
  nChanged 10
		SP:Iteration 62Q (151489.780000 sec): 3 clusters
  Score: Raw -869583.937350 + Penalty 2934.404977 = -866649.532373
  nChanged 8
		SP:Iteration 63Q (151490.040000 sec): 3 clusters
  Score: Raw -869587.893006 + Penalty 2934.404977 = -866653.488029
  nChanged 9
		SP:Iteration 64Q (151490.230000 sec): 3 clusters
  Score: Raw -869595.195671 + Penalty 2934.404977 = -866660.790693
  nChanged 11
		SP:Iteration 65Q (151490.480000 sec): 3 clusters
  Score: Raw -869600.818185 + Penalty 2934.404977 = -866666.413207
  nChanged 8
		SP:Iteration 66Q (151490.660000 sec): 3 clusters
  Score: Raw -869605.231247 + Penalty 2934.404977 = -866670.826270
  nChanged 8
		SP:Iteration 67Q (151490.880000 sec): 3 clusters
  Score: Raw -869610.378797 + Penalty 2934.404977 = -866675.973820
  nChanged 7
		SP:Iteration 68Q (151491.090000 sec): 3 clusters
  Score: Raw -869614.168781 + Penalty 2934.404977 = -866679.763804
  nChanged 4
		SP:Iteration 69Q (151491.290000 sec): 3 clusters
  Score: Raw -869615.548323 + Penalty 2934.404977 = -866681.143345
  nChanged 4
		SP:Iteration 70Q (151491.510000 sec): 3 clusters
  Score: Raw -869616.852390 + Penalty 2934.404977 = -866682.447412
  nChanged 7
		SP:Iteration 71Q (151491.740000 sec): 3 clusters
  Score: Raw -869620.369284 + Penalty 2934.404977 = -866685.964306
  nChanged 9
		SP:Iteration 72Q (151491.930000 sec): 3 clusters
  Score: Raw -869623.731790 + Penalty 2934.404977 = -866689.326812
  nChanged 8
		SP:Iteration 73Q (151492.140000 sec): 3 clusters
  Score: Raw -869627.530000 + Penalty 2934.404977 = -866693.125023
  nChanged 7
		SP:Iteration 74Q (151492.360000 sec): 3 clusters
  Score: Raw -869631.866542 + Penalty 2934.404977 = -866697.461564
  nChanged 6
		SP:Iteration 75Q (151492.600000 sec): 3 clusters
  Score: Raw -869633.846983 + Penalty 2934.404977 = -866699.442006
  nChanged 4
		SP:Iteration 76Q (151492.820000 sec): 3 clusters
  Score: Raw -869635.668022 + Penalty 2934.404977 = -866701.263044
  nChanged 1
		SP:Iteration 77Q (151493.030000 sec): 3 clusters
  Score: Raw -869635.991338 + Penalty 2934.404977 = -866701.586361
  nChanged 0
		SP:Iteration 78F (151493.290000 sec): 3 clusters
  Score: Raw -869635.991338 + Penalty 2934.404977 = -866701.586361
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151493.720000 sec): 2 clusters
  Score: Raw -7714755.921619 + Penalty 1824.346700 = -7712931.574918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151494.190000 sec): 3 clusters
  Score: Raw -7666276.877855 + Penalty 3648.693401 = -7662628.184455
  nChanged 35566
		SP:Iteration 1F (151494.690000 sec): 3 clusters
  Score: Raw -7687462.751782 + Penalty 3648.693401 = -7683814.058381
  nChanged 3303
		SP:Iteration 2Q (151495.210000 sec): 3 clusters
  Score: Raw -7688732.809873 + Penalty 3648.693401 = -7685084.116473
  nChanged 4231
		SP:Iteration 3F (151495.670000 sec): 3 clusters
  Score: Raw -7690946.626864 + Penalty 3648.693401 = -7687297.933463
  nChanged 5488
		SP:Iteration 4F (151496.110000 sec): 3 clusters
  Score: Raw -7694653.639943 + Penalty 3648.693401 = -7691004.946542
  nChanged 6358
		SP:Iteration 5F (151496.540000 sec): 3 clusters
  Score: Raw -7699982.403069 + Penalty 3648.693401 = -7696333.709669
  nChanged 6424
		SP:Iteration 6F (151496.990000 sec): 3 clusters
  Score: Raw -7706134.114454 + Penalty 3648.693401 = -7702485.421053
  nChanged 4851
		SP:Iteration 7F (151497.440000 sec): 3 clusters
  Score: Raw -7710917.142980 + Penalty 3648.693401 = -7707268.449579
  nChanged 2738
		SP:Iteration 8Q (151497.890000 sec): 3 clusters
  Score: Raw -7713511.114304 + Penalty 3648.693401 = -7709862.420903
  nChanged 1156
		SP:Iteration 9Q (151498.320000 sec): 3 clusters
  Score: Raw -7714571.810776 + Penalty 3648.693401 = -7710923.117376
  nChanged 454
		SP:Iteration 10Q (151498.770000 sec): 3 clusters
  Score: Raw -7715063.543736 + Penalty 3648.693401 = -7711414.850336
  nChanged 240
		SP:Iteration 11Q (151499.200000 sec): 3 clusters
  Score: Raw -7715353.423314 + Penalty 3648.693401 = -7711704.729913
  nChanged 176
		SP:Iteration 12Q (151499.640000 sec): 3 clusters
  Score: Raw -7715601.155515 + Penalty 3648.693401 = -7711952.462114
  nChanged 162
		SP:Iteration 13Q (151500.060000 sec): 3 clusters
  Score: Raw -7715796.819861 + Penalty 3648.693401 = -7712148.126460
  nChanged 147
		SP:Iteration 14Q (151500.480000 sec): 3 clusters
  Score: Raw -7715907.749958 + Penalty 3648.693401 = -7712259.056557
  nChanged 100
		SP:Iteration 15Q (151500.890000 sec): 3 clusters
  Score: Raw -7715956.885235 + Penalty 3648.693401 = -7712308.191834
  nChanged 84
		SP:Iteration 16Q (151501.300000 sec): 3 clusters
  Score: Raw -7715995.864836 + Penalty 3648.693401 = -7712347.171435
  nChanged 54
		SP:Iteration 17Q (151501.720000 sec): 3 clusters
  Score: Raw -7716013.857052 + Penalty 3648.693401 = -7712365.163652
  nChanged 37
		SP:Iteration 18Q (151502.120000 sec): 3 clusters
  Score: Raw -7716023.676692 + Penalty 3648.693401 = -7712374.983292
  nChanged 23
		SP:Iteration 19Q (151502.560000 sec): 3 clusters
  Score: Raw -7716030.451078 + Penalty 3648.693401 = -7712381.757677
  nChanged 16
		SP:Iteration 20F (151503.020000 sec): 3 clusters
  Score: Raw -7716033.623053 + Penalty 3648.693401 = -7712384.929652
  nChanged 10
		SP:Iteration 21Q (151503.450000 sec): 3 clusters
  Score: Raw -7716036.223966 + Penalty 3648.693401 = -7712387.530565
  nChanged 11
		SP:Iteration 22Q (151503.880000 sec): 3 clusters
  Score: Raw -7716038.176003 + Penalty 3648.693401 = -7712389.482602
  nChanged 7
		SP:Iteration 23Q (151504.330000 sec): 3 clusters
  Score: Raw -7716039.438252 + Penalty 3648.693401 = -7712390.744851
  nChanged 7
		SP:Iteration 24Q (151504.770000 sec): 3 clusters
  Score: Raw -7716041.084084 + Penalty 3648.693401 = -7712392.390683
  nChanged 6
		SP:Iteration 25Q (151505.190000 sec): 3 clusters
  Score: Raw -7716042.530990 + Penalty 3648.693401 = -7712393.837590
  nChanged 5
		SP:Iteration 26Q (151505.600000 sec): 3 clusters
  Score: Raw -7716043.875166 + Penalty 3648.693401 = -7712395.181765
  nChanged 7
		SP:Iteration 27Q (151506.060000 sec): 3 clusters
  Score: Raw -7716045.609084 + Penalty 3648.693401 = -7712396.915683
  nChanged 11
		SP:Iteration 28Q (151506.570000 sec): 3 clusters
  Score: Raw -7716047.318267 + Penalty 3648.693401 = -7712398.624866
  nChanged 4
		SP:Iteration 29Q (151507.060000 sec): 3 clusters
  Score: Raw -7716047.821555 + Penalty 3648.693401 = -7712399.128154
  nChanged 3
		SP:Iteration 30Q (151507.510000 sec): 3 clusters
  Score: Raw -7716048.301826 + Penalty 3648.693401 = -7712399.608425
  nChanged 2
		SP:Iteration 31Q (151507.950000 sec): 3 clusters
  Score: Raw -7716048.646237 + Penalty 3648.693401 = -7712399.952836
  nChanged 1
		SP:Iteration 32Q (151508.430000 sec): 3 clusters
  Score: Raw -7716049.188979 + Penalty 3648.693401 = -7712400.495578
  nChanged 4
		SP:Iteration 33Q (151508.800000 sec): 3 clusters
  Score: Raw -7716049.579227 + Penalty 3648.693401 = -7712400.885826
  nChanged 2
		SP:Iteration 34Q (151509.220000 sec): 3 clusters
  Score: Raw -7716050.076943 + Penalty 3648.693401 = -7712401.383543
  nChanged 5
		SP:Iteration 35Q (151509.680000 sec): 3 clusters
  Score: Raw -7716051.184833 + Penalty 3648.693401 = -7712402.491432
  nChanged 3
		SP:Iteration 36Q (151510.090000 sec): 3 clusters
  Score: Raw -7716051.398896 + Penalty 3648.693401 = -7712402.705495
  nChanged 0
		SP:Iteration 37F (151510.560000 sec): 3 clusters
  Score: Raw -7716051.398896 + Penalty 3648.693401 = -7712402.705495
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151510.700000 sec): 2 clusters
  Score: Raw -1547742.970950 + Penalty 1562.047557 = -1546180.923393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151510.960000 sec): 3 clusters
  Score: Raw -1538981.807029 + Penalty 3124.095113 = -1535857.711915
  nChanged 6566
		SP:Iteration 1F (151511.210000 sec): 3 clusters
  Score: Raw -1542634.869846 + Penalty 3124.095113 = -1539510.774733
  nChanged 747
		SP:Iteration 2Q (151511.430000 sec): 3 clusters
  Score: Raw -1542912.263743 + Penalty 3124.095113 = -1539788.168629
  nChanged 668
		SP:Iteration 3Q (151511.680000 sec): 3 clusters
  Score: Raw -1543147.064332 + Penalty 3124.095113 = -1540022.969219
  nChanged 583
		SP:Iteration 4Q (151511.930000 sec): 3 clusters
  Score: Raw -1543355.917185 + Penalty 3124.095113 = -1540231.822071
  nChanged 574
		SP:Iteration 5Q (151512.190000 sec): 3 clusters
  Score: Raw -1543572.660483 + Penalty 3124.095113 = -1540448.565369
  nChanged 573
		SP:Iteration 6Q (151512.420000 sec): 3 clusters
  Score: Raw -1543788.201040 + Penalty 3124.095113 = -1540664.105926
  nChanged 565
		SP:Iteration 7Q (151512.690000 sec): 3 clusters
  Score: Raw -1544040.381494 + Penalty 3124.095113 = -1540916.286381
  nChanged 624
		SP:Iteration 8Q (151512.960000 sec): 3 clusters
  Score: Raw -1544344.902609 + Penalty 3124.095113 = -1541220.807496
  nChanged 669
		SP:Iteration 9Q (151513.230000 sec): 3 clusters
  Score: Raw -1544679.684842 + Penalty 3124.095113 = -1541555.589729
  nChanged 607
		SP:Iteration 10Q (151513.430000 sec): 3 clusters
  Score: Raw -1544944.826009 + Penalty 3124.095113 = -1541820.730896
  nChanged 559
		SP:Iteration 11Q (151513.720000 sec): 3 clusters
  Score: Raw -1545175.551355 + Penalty 3124.095113 = -1542051.456242
  nChanged 509
		SP:Iteration 12Q (151513.980000 sec): 3 clusters
  Score: Raw -1545392.930496 + Penalty 3124.095113 = -1542268.835383
  nChanged 476
		SP:Iteration 13Q (151514.200000 sec): 3 clusters
  Score: Raw -1545581.748564 + Penalty 3124.095113 = -1542457.653450
  nChanged 407
		SP:Iteration 14Q (151514.450000 sec): 3 clusters
  Score: Raw -1545728.625380 + Penalty 3124.095113 = -1542604.530267
  nChanged 368
		SP:Iteration 15Q (151514.710000 sec): 3 clusters
  Score: Raw -1545850.623452 + Penalty 3124.095113 = -1542726.528338
  nChanged 306
		SP:Iteration 16Q (151514.970000 sec): 3 clusters
  Score: Raw -1545948.605155 + Penalty 3124.095113 = -1542824.510042
  nChanged 275
		SP:Iteration 17Q (151515.270000 sec): 3 clusters
  Score: Raw -1546040.895083 + Penalty 3124.095113 = -1542916.799969
  nChanged 285
		SP:Iteration 18Q (151515.490000 sec): 3 clusters
  Score: Raw -1546131.605269 + Penalty 3124.095113 = -1543007.510155
  nChanged 274
		SP:Iteration 19Q (151515.720000 sec): 3 clusters
  Score: Raw -1546224.005267 + Penalty 3124.095113 = -1543099.910154
  nChanged 258
		SP:Iteration 20F (151516.010000 sec): 3 clusters
  Score: Raw -1546319.490696 + Penalty 3124.095113 = -1543195.395583
  nChanged 284
		SP:Iteration 21Q (151516.260000 sec): 3 clusters
  Score: Raw -1546439.503277 + Penalty 3124.095113 = -1543315.408164
  nChanged 294
		SP:Iteration 22Q (151516.510000 sec): 3 clusters
  Score: Raw -1546586.344100 + Penalty 3124.095113 = -1543462.248986
  nChanged 292
		SP:Iteration 23Q (151516.770000 sec): 3 clusters
  Score: Raw -1546748.137591 + Penalty 3124.095113 = -1543624.042478
  nChanged 282
		SP:Iteration 24Q (151516.980000 sec): 3 clusters
  Score: Raw -1546913.063844 + Penalty 3124.095113 = -1543788.968731
  nChanged 257
		SP:Iteration 25Q (151517.250000 sec): 3 clusters
  Score: Raw -1547066.727516 + Penalty 3124.095113 = -1543942.632403
  nChanged 216
		SP:Iteration 26Q (151517.470000 sec): 3 clusters
  Score: Raw -1547206.192377 + Penalty 3124.095113 = -1544082.097264
  nChanged 200
		SP:Iteration 27Q (151517.750000 sec): 3 clusters
  Score: Raw -1547339.204304 + Penalty 3124.095113 = -1544215.109190
  nChanged 184
		SP:Iteration 28Q (151518.000000 sec): 3 clusters
  Score: Raw -1547466.241362 + Penalty 3124.095113 = -1544342.146248
  nChanged 139
		SP:Iteration 29Q (151518.250000 sec): 3 clusters
  Score: Raw -1547546.812282 + Penalty 3124.095113 = -1544422.717169
  nChanged 115
		SP:Iteration 30Q (151518.460000 sec): 3 clusters
  Score: Raw -1547611.169434 + Penalty 3124.095113 = -1544487.074321
  nChanged 100
		SP:Iteration 31Q (151518.730000 sec): 3 clusters
  Score: Raw -1547666.538452 + Penalty 3124.095113 = -1544542.443338
  nChanged 99
		SP:Iteration 32Q (151518.960000 sec): 3 clusters
  Score: Raw -1547718.791217 + Penalty 3124.095113 = -1544594.696103
  nChanged 72
		SP:Iteration 33Q (151519.240000 sec): 3 clusters
  Score: Raw -1547756.148408 + Penalty 3124.095113 = -1544632.053294
  nChanged 68
		SP:Iteration 34Q (151519.480000 sec): 3 clusters
  Score: Raw -1547791.420940 + Penalty 3124.095113 = -1544667.325827
  nChanged 65
		SP:Iteration 35Q (151519.790000 sec): 3 clusters
  Score: Raw -1547823.766441 + Penalty 3124.095113 = -1544699.671328
  nChanged 44
		SP:Iteration 36Q (151519.980000 sec): 3 clusters
  Score: Raw -1547844.479328 + Penalty 3124.095113 = -1544720.384215
  nChanged 40
		SP:Iteration 37Q (151520.250000 sec): 3 clusters
  Score: Raw -1547861.952828 + Penalty 3124.095113 = -1544737.857715
  nChanged 30
		SP:Iteration 38Q (151520.450000 sec): 3 clusters
  Score: Raw -1547873.907940 + Penalty 3124.095113 = -1544749.812826
  nChanged 26
		SP:Iteration 39Q (151520.730000 sec): 3 clusters
  Score: Raw -1547883.175387 + Penalty 3124.095113 = -1544759.080274
  nChanged 20
		SP:Iteration 40F (151521.000000 sec): 3 clusters
  Score: Raw -1547892.075887 + Penalty 3124.095113 = -1544767.980774
  nChanged 19
		SP:Iteration 41Q (151521.210000 sec): 3 clusters
  Score: Raw -1547899.833338 + Penalty 3124.095113 = -1544775.738224
  nChanged 13
		SP:Iteration 42Q (151521.490000 sec): 3 clusters
  Score: Raw -1547904.385605 + Penalty 3124.095113 = -1544780.290491
  nChanged 5
		SP:Iteration 43Q (151521.690000 sec): 3 clusters
  Score: Raw -1547906.560820 + Penalty 3124.095113 = -1544782.465707
  nChanged 6
		SP:Iteration 44Q (151521.920000 sec): 3 clusters
  Score: Raw -1547909.011720 + Penalty 3124.095113 = -1544784.916607
  nChanged 9
		SP:Iteration 45Q (151522.190000 sec): 3 clusters
  Score: Raw -1547911.102651 + Penalty 3124.095113 = -1544787.007538
  nChanged 3
		SP:Iteration 46Q (151522.410000 sec): 3 clusters
  Score: Raw -1547912.604498 + Penalty 3124.095113 = -1544788.509384
  nChanged 3
		SP:Iteration 47Q (151522.630000 sec): 3 clusters
  Score: Raw -1547913.816118 + Penalty 3124.095113 = -1544789.721004
  nChanged 2
		SP:Iteration 48Q (151522.880000 sec): 3 clusters
  Score: Raw -1547914.393458 + Penalty 3124.095113 = -1544790.298344
  nChanged 5
		SP:Iteration 49Q (151523.080000 sec): 3 clusters
  Score: Raw -1547916.663826 + Penalty 3124.095113 = -1544792.568712
  nChanged 7
		SP:Iteration 50Q (151523.330000 sec): 3 clusters
  Score: Raw -1547919.688109 + Penalty 3124.095113 = -1544795.592996
  nChanged 10
		SP:Iteration 51Q (151523.550000 sec): 3 clusters
  Score: Raw -1547924.146418 + Penalty 3124.095113 = -1544800.051305
  nChanged 15
		SP:Iteration 52Q (151523.760000 sec): 3 clusters
  Score: Raw -1547931.306867 + Penalty 3124.095113 = -1544807.211753
  nChanged 18
		SP:Iteration 53Q (151523.980000 sec): 3 clusters
  Score: Raw -1547940.287157 + Penalty 3124.095113 = -1544816.192043
  nChanged 11
		SP:Iteration 54Q (151524.220000 sec): 3 clusters
  Score: Raw -1547946.504665 + Penalty 3124.095113 = -1544822.409552
  nChanged 17
		SP:Iteration 55Q (151524.450000 sec): 3 clusters
  Score: Raw -1547954.315607 + Penalty 3124.095113 = -1544830.220493
  nChanged 16
		SP:Iteration 56Q (151524.680000 sec): 3 clusters
  Score: Raw -1547961.704369 + Penalty 3124.095113 = -1544837.609256
  nChanged 7
		SP:Iteration 57Q (151524.900000 sec): 3 clusters
  Score: Raw -1547966.399223 + Penalty 3124.095113 = -1544842.304109
  nChanged 12
		SP:Iteration 58Q (151525.180000 sec): 3 clusters
  Score: Raw -1547973.606196 + Penalty 3124.095113 = -1544849.511082
  nChanged 13
		SP:Iteration 59Q (151525.440000 sec): 3 clusters
  Score: Raw -1547981.406989 + Penalty 3124.095113 = -1544857.311875
  nChanged 19
		SP:Iteration 60F (151525.690000 sec): 3 clusters
  Score: Raw -1547994.539302 + Penalty 3124.095113 = -1544870.444188
  nChanged 17
		SP:Iteration 61Q (151525.910000 sec): 3 clusters
  Score: Raw -1548004.173517 + Penalty 3124.095113 = -1544880.078403
  nChanged 11
		SP:Iteration 62Q (151526.130000 sec): 3 clusters
  Score: Raw -1548008.801320 + Penalty 3124.095113 = -1544884.706206
  nChanged 5
		SP:Iteration 63Q (151526.390000 sec): 3 clusters
  Score: Raw -1548010.279139 + Penalty 3124.095113 = -1544886.184026
  nChanged 7
		SP:Iteration 64Q (151526.620000 sec): 3 clusters
  Score: Raw -1548013.334237 + Penalty 3124.095113 = -1544889.239124
  nChanged 10
		SP:Iteration 65Q (151526.860000 sec): 3 clusters
  Score: Raw -1548017.217609 + Penalty 3124.095113 = -1544893.122495
  nChanged 8
		SP:Iteration 66Q (151527.080000 sec): 3 clusters
  Score: Raw -1548020.297457 + Penalty 3124.095113 = -1544896.202343
  nChanged 3
		SP:Iteration 67Q (151527.320000 sec): 3 clusters
  Score: Raw -1548021.022969 + Penalty 3124.095113 = -1544896.927855
  nChanged 3
		SP:Iteration 68Q (151527.570000 sec): 3 clusters
  Score: Raw -1548022.881308 + Penalty 3124.095113 = -1544898.786194
  nChanged 1
		SP:Iteration 69Q (151527.820000 sec): 3 clusters
  Score: Raw -1548023.282202 + Penalty 3124.095113 = -1544899.187088
  nChanged 1
		SP:Iteration 70Q (151528.050000 sec): 3 clusters
  Score: Raw -1548023.701525 + Penalty 3124.095113 = -1544899.606412
  nChanged 3
		SP:Iteration 71Q (151528.290000 sec): 3 clusters
  Score: Raw -1548024.618539 + Penalty 3124.095113 = -1544900.523426
  nChanged 0
		SP:Iteration 72F (151528.540000 sec): 3 clusters
  Score: Raw -1548024.618539 + Penalty 3124.095113 = -1544900.523426
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (20327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151528.750000 sec): 2 clusters
  Score: Raw -1958051.080907 + Penalty 1611.952116 = -1956439.128790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151528.970000 sec): 3 clusters
  Score: Raw -1945720.394455 + Penalty 3223.904232 = -1942496.490222
  nChanged 9243
		SP:Iteration 1F (151529.230000 sec): 3 clusters
  Score: Raw -1951470.650518 + Penalty 3223.904232 = -1948246.746285
  nChanged 1397
		SP:Iteration 2F (151529.530000 sec): 3 clusters
  Score: Raw -1952347.321174 + Penalty 3223.904232 = -1949123.416941
  nChanged 1360
		SP:Iteration 3F (151529.830000 sec): 3 clusters
  Score: Raw -1953296.848762 + Penalty 3223.904232 = -1950072.944530
  nChanged 1278
		SP:Iteration 4F (151530.110000 sec): 3 clusters
  Score: Raw -1954227.432983 + Penalty 3223.904232 = -1951003.528751
  nChanged 1207
		SP:Iteration 5F (151530.410000 sec): 3 clusters
  Score: Raw -1955152.268666 + Penalty 3223.904232 = -1951928.364434
  nChanged 1063
		SP:Iteration 6F (151530.670000 sec): 3 clusters
  Score: Raw -1955988.886495 + Penalty 3223.904232 = -1952764.982262
  nChanged 877
		SP:Iteration 7Q (151530.950000 sec): 3 clusters
  Score: Raw -1956706.757174 + Penalty 3223.904232 = -1953482.852941
  nChanged 707
		SP:Iteration 8Q (151531.200000 sec): 3 clusters
  Score: Raw -1957296.677186 + Penalty 3223.904232 = -1954072.772954
  nChanged 531
		SP:Iteration 9Q (151531.490000 sec): 3 clusters
  Score: Raw -1957732.918391 + Penalty 3223.904232 = -1954509.014159
  nChanged 372
		SP:Iteration 10Q (151531.750000 sec): 3 clusters
  Score: Raw -1958050.684875 + Penalty 3223.904232 = -1954826.780642
  nChanged 276
		SP:Iteration 11Q (151531.990000 sec): 3 clusters
  Score: Raw -1958276.725829 + Penalty 3223.904232 = -1955052.821596
  nChanged 190
		SP:Iteration 12Q (151532.250000 sec): 3 clusters
  Score: Raw -1958420.616691 + Penalty 3223.904232 = -1955196.712458
  nChanged 152
		SP:Iteration 13Q (151532.530000 sec): 3 clusters
  Score: Raw -1958543.424249 + Penalty 3223.904232 = -1955319.520016
  nChanged 112
		SP:Iteration 14Q (151532.790000 sec): 3 clusters
  Score: Raw -1958627.693462 + Penalty 3223.904232 = -1955403.789229
  nChanged 81
		SP:Iteration 15Q (151533.010000 sec): 3 clusters
  Score: Raw -1958680.610132 + Penalty 3223.904232 = -1955456.705900
  nChanged 59
		SP:Iteration 16Q (151533.310000 sec): 3 clusters
  Score: Raw -1958730.635491 + Penalty 3223.904232 = -1955506.731258
  nChanged 72
		SP:Iteration 17Q (151533.530000 sec): 3 clusters
  Score: Raw -1958796.804764 + Penalty 3223.904232 = -1955572.900532
  nChanged 67
		SP:Iteration 18Q (151533.830000 sec): 3 clusters
  Score: Raw -1958866.392006 + Penalty 3223.904232 = -1955642.487774
  nChanged 62
		SP:Iteration 19Q (151534.120000 sec): 3 clusters
  Score: Raw -1958916.884974 + Penalty 3223.904232 = -1955692.980742
  nChanged 44
		SP:Iteration 20F (151534.410000 sec): 3 clusters
  Score: Raw -1958947.220344 + Penalty 3223.904232 = -1955723.316112
  nChanged 34
		SP:Iteration 21Q (151534.700000 sec): 3 clusters
  Score: Raw -1958968.622085 + Penalty 3223.904232 = -1955744.717853
  nChanged 17
		SP:Iteration 22Q (151534.970000 sec): 3 clusters
  Score: Raw -1958975.862215 + Penalty 3223.904232 = -1955751.957983
  nChanged 11
		SP:Iteration 23Q (151535.250000 sec): 3 clusters
  Score: Raw -1958981.890543 + Penalty 3223.904232 = -1955757.986310
  nChanged 13
		SP:Iteration 24Q (151535.510000 sec): 3 clusters
  Score: Raw -1958988.213588 + Penalty 3223.904232 = -1955764.309355
  nChanged 10
		SP:Iteration 25Q (151535.770000 sec): 3 clusters
  Score: Raw -1958992.497156 + Penalty 3223.904232 = -1955768.592923
  nChanged 7
		SP:Iteration 26Q (151536.040000 sec): 3 clusters
  Score: Raw -1958994.822764 + Penalty 3223.904232 = -1955770.918532
  nChanged 6
		SP:Iteration 27Q (151536.340000 sec): 3 clusters
  Score: Raw -1958997.105747 + Penalty 3223.904232 = -1955773.201515
  nChanged 7
		SP:Iteration 28Q (151536.590000 sec): 3 clusters
  Score: Raw -1959001.011201 + Penalty 3223.904232 = -1955777.106968
  nChanged 10
		SP:Iteration 29Q (151536.860000 sec): 3 clusters
  Score: Raw -1959004.835915 + Penalty 3223.904232 = -1955780.931683
  nChanged 4
		SP:Iteration 30Q (151537.100000 sec): 3 clusters
  Score: Raw -1959005.956530 + Penalty 3223.904232 = -1955782.052298
  nChanged 2
		SP:Iteration 31Q (151537.370000 sec): 3 clusters
  Score: Raw -1959006.677088 + Penalty 3223.904232 = -1955782.772856
  nChanged 1
		SP:Iteration 32Q (151537.620000 sec): 3 clusters
  Score: Raw -1959006.914310 + Penalty 3223.904232 = -1955783.010077
  nChanged 0
		SP:Iteration 33F (151537.850000 sec): 3 clusters
  Score: Raw -1959006.914310 + Penalty 3223.904232 = -1955783.010077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151538.020000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151538.190000 sec): 3 clusters
  Score: Raw -49826.925538 + Penalty 2007.831837 = -47819.093701
  nChanged 110
		SP:Iteration 1F (151538.380000 sec): 3 clusters
  Score: Raw -49981.029975 + Penalty 2007.831837 = -47973.198138
  nChanged 27
		SP:Iteration 2F (151538.530000 sec): 3 clusters
  Score: Raw -50023.667693 + Penalty 2007.831837 = -48015.835856
  nChanged 10
		SP:Iteration 3Q (151538.720000 sec): 3 clusters
  Score: Raw -50041.648750 + Penalty 2007.831837 = -48033.816913
  nChanged 11
		SP:Iteration 4Q (151538.930000 sec): 3 clusters
  Score: Raw -50062.254435 + Penalty 2007.831837 = -48054.422598
  nChanged 7
		SP:Iteration 5Q (151539.100000 sec): 3 clusters
  Score: Raw -50072.720567 + Penalty 2007.831837 = -48064.888730
  nChanged 3
		SP:Iteration 6Q (151539.300000 sec): 3 clusters
  Score: Raw -50077.397070 + Penalty 2007.831837 = -48069.565233
  nChanged 3
		SP:Iteration 7Q (151539.480000 sec): 3 clusters
  Score: Raw -50081.757642 + Penalty 2007.831837 = -48073.925805
  nChanged 0
		SP:Iteration 8F (151539.660000 sec): 3 clusters
  Score: Raw -50081.757642 + Penalty 2007.831837 = -48073.925805
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (31322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151539.940000 sec): 2 clusters
  Score: Raw -3487221.636767 + Penalty 1682.212351 = -3485539.424416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151540.270000 sec): 3 clusters
  Score: Raw -3467928.366620 + Penalty 3364.424702 = -3464563.941918
  nChanged 14313
		SP:Iteration 1F (151540.620000 sec): 3 clusters
  Score: Raw -3475638.937517 + Penalty 3364.424702 = -3472274.512815
  nChanged 1201
		SP:Iteration 2Q (151540.950000 sec): 3 clusters
  Score: Raw -3475975.288672 + Penalty 3364.424702 = -3472610.863970
  nChanged 1191
		SP:Iteration 3Q (151541.310000 sec): 3 clusters
  Score: Raw -3476364.598739 + Penalty 3364.424702 = -3473000.174038
  nChanged 1374
		SP:Iteration 4Q (151541.690000 sec): 3 clusters
  Score: Raw -3476958.830928 + Penalty 3364.424702 = -3473594.406227
  nChanged 1735
		SP:Iteration 5F (151542.060000 sec): 3 clusters
  Score: Raw -3477910.781748 + Penalty 3364.424702 = -3474546.357047
  nChanged 2247
		SP:Iteration 6F (151542.430000 sec): 3 clusters
  Score: Raw -3479489.304867 + Penalty 3364.424702 = -3476124.880165
  nChanged 2594
		SP:Iteration 7F (151542.800000 sec): 3 clusters
  Score: Raw -3481755.332343 + Penalty 3364.424702 = -3478390.907641
  nChanged 2488
		SP:Iteration 8F (151543.160000 sec): 3 clusters
  Score: Raw -3484196.564789 + Penalty 3364.424702 = -3480832.140088
  nChanged 1734
		SP:Iteration 9F (151543.530000 sec): 3 clusters
  Score: Raw -3485960.385071 + Penalty 3364.424702 = -3482595.960370
  nChanged 836
		SP:Iteration 10Q (151543.850000 sec): 3 clusters
  Score: Raw -3486812.156470 + Penalty 3364.424702 = -3483447.731768
  nChanged 315
		SP:Iteration 11Q (151544.230000 sec): 3 clusters
  Score: Raw -3487147.207903 + Penalty 3364.424702 = -3483782.783201
  nChanged 115
		SP:Iteration 12Q (151544.540000 sec): 3 clusters
  Score: Raw -3487269.723722 + Penalty 3364.424702 = -3483905.299020
  nChanged 46
		SP:Iteration 13Q (151544.930000 sec): 3 clusters
  Score: Raw -3487317.367157 + Penalty 3364.424702 = -3483952.942455
  nChanged 23
		SP:Iteration 14Q (151545.260000 sec): 3 clusters
  Score: Raw -3487347.075135 + Penalty 3364.424702 = -3483982.650433
  nChanged 19
		SP:Iteration 15Q (151545.550000 sec): 3 clusters
  Score: Raw -3487372.483362 + Penalty 3364.424702 = -3484008.058660
  nChanged 12
		SP:Iteration 16Q (151545.860000 sec): 3 clusters
  Score: Raw -3487395.366920 + Penalty 3364.424702 = -3484030.942218
  nChanged 9
		SP:Iteration 17Q (151546.210000 sec): 3 clusters
  Score: Raw -3487414.435236 + Penalty 3364.424702 = -3484050.010534
  nChanged 4
		SP:Iteration 18Q (151546.530000 sec): 3 clusters
  Score: Raw -3487421.598675 + Penalty 3364.424702 = -3484057.173973
  nChanged 3
		SP:Iteration 19Q (151546.800000 sec): 3 clusters
  Score: Raw -3487427.230648 + Penalty 3364.424702 = -3484062.805946
  nChanged 2
		SP:Iteration 20F (151547.120000 sec): 3 clusters
  Score: Raw -3487432.883210 + Penalty 3364.424702 = -3484068.458509
  nChanged 2
		SP:Iteration 21Q (151547.450000 sec): 3 clusters
  Score: Raw -3487435.690151 + Penalty 3364.424702 = -3484071.265449
  nChanged 2
		SP:Iteration 22Q (151547.720000 sec): 3 clusters
  Score: Raw -3487438.548269 + Penalty 3364.424702 = -3484074.123568
  nChanged 0
		SP:Iteration 23F (151548.090000 sec): 3 clusters
  Score: Raw -3487438.548269 + Penalty 3364.424702 = -3484074.123568
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151548.250000 sec): 2 clusters
  Score: Raw -613255.230324 + Penalty 1417.842155 = -611837.388169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151548.480000 sec): 3 clusters
  Score: Raw -610024.474654 + Penalty 2835.684311 = -607188.790344
  nChanged 2530
		SP:Iteration 1F (151548.710000 sec): 3 clusters
  Score: Raw -611369.377681 + Penalty 2835.684311 = -608533.693370
  nChanged 400
		SP:Iteration 2F (151548.910000 sec): 3 clusters
  Score: Raw -611544.237726 + Penalty 2835.684311 = -608708.553415
  nChanged 292
		SP:Iteration 3Q (151549.110000 sec): 3 clusters
  Score: Raw -611668.064369 + Penalty 2835.684311 = -608832.380058
  nChanged 224
		SP:Iteration 4Q (151549.330000 sec): 3 clusters
  Score: Raw -611777.006572 + Penalty 2835.684311 = -608941.322262
  nChanged 230
		SP:Iteration 5Q (151549.540000 sec): 3 clusters
  Score: Raw -611911.646948 + Penalty 2835.684311 = -609075.962637
  nChanged 254
		SP:Iteration 6Q (151549.710000 sec): 3 clusters
  Score: Raw -612085.193145 + Penalty 2835.684311 = -609249.508834
  nChanged 295
		SP:Iteration 7Q (151549.930000 sec): 3 clusters
  Score: Raw -612297.952784 + Penalty 2835.684311 = -609462.268474
  nChanged 319
		SP:Iteration 8F (151550.190000 sec): 3 clusters
  Score: Raw -612528.430005 + Penalty 2835.684311 = -609692.745694
  nChanged 315
		SP:Iteration 9F (151550.430000 sec): 3 clusters
  Score: Raw -612732.140840 + Penalty 2835.684311 = -609896.456529
  nChanged 312
		SP:Iteration 10F (151550.640000 sec): 3 clusters
  Score: Raw -612931.162721 + Penalty 2835.684311 = -610095.478410
  nChanged 275
		SP:Iteration 11Q (151550.860000 sec): 3 clusters
  Score: Raw -613088.516868 + Penalty 2835.684311 = -610252.832557
  nChanged 219
		SP:Iteration 12Q (151551.110000 sec): 3 clusters
  Score: Raw -613213.326200 + Penalty 2835.684311 = -610377.641889
  nChanged 161
		SP:Iteration 13Q (151551.270000 sec): 3 clusters
  Score: Raw -613305.084515 + Penalty 2835.684311 = -610469.400204
  nChanged 164
		SP:Iteration 14Q (151551.490000 sec): 3 clusters
  Score: Raw -613398.634507 + Penalty 2835.684311 = -610562.950196
  nChanged 129
		SP:Iteration 15Q (151551.690000 sec): 3 clusters
  Score: Raw -613459.028952 + Penalty 2835.684311 = -610623.344641
  nChanged 111
		SP:Iteration 16Q (151551.890000 sec): 3 clusters
  Score: Raw -613509.973901 + Penalty 2835.684311 = -610674.289590
  nChanged 97
		SP:Iteration 17Q (151552.070000 sec): 3 clusters
  Score: Raw -613550.607260 + Penalty 2835.684311 = -610714.922949
  nChanged 78
		SP:Iteration 18Q (151552.250000 sec): 3 clusters
  Score: Raw -613581.155391 + Penalty 2835.684311 = -610745.471080
  nChanged 77
		SP:Iteration 19Q (151552.450000 sec): 3 clusters
  Score: Raw -613615.858839 + Penalty 2835.684311 = -610780.174528
  nChanged 77
		SP:Iteration 20F (151552.630000 sec): 3 clusters
  Score: Raw -613657.067619 + Penalty 2835.684311 = -610821.383308
  nChanged 74
		SP:Iteration 21Q (151552.860000 sec): 3 clusters
  Score: Raw -613692.167941 + Penalty 2835.684311 = -610856.483630
  nChanged 70
		SP:Iteration 22Q (151553.050000 sec): 3 clusters
  Score: Raw -613723.302233 + Penalty 2835.684311 = -610887.617922
  nChanged 59
		SP:Iteration 23Q (151553.250000 sec): 3 clusters
  Score: Raw -613749.099151 + Penalty 2835.684311 = -610913.414840
  nChanged 52
		SP:Iteration 24Q (151553.420000 sec): 3 clusters
  Score: Raw -613770.011277 + Penalty 2835.684311 = -610934.326966
  nChanged 44
		SP:Iteration 25Q (151553.660000 sec): 3 clusters
  Score: Raw -613788.640606 + Penalty 2835.684311 = -610952.956296
  nChanged 39
		SP:Iteration 26Q (151553.890000 sec): 3 clusters
  Score: Raw -613803.180530 + Penalty 2835.684311 = -610967.496219
  nChanged 32
		SP:Iteration 27Q (151554.110000 sec): 3 clusters
  Score: Raw -613815.049603 + Penalty 2835.684311 = -610979.365292
  nChanged 25
		SP:Iteration 28Q (151554.350000 sec): 3 clusters
  Score: Raw -613823.351380 + Penalty 2835.684311 = -610987.667069
  nChanged 23
		SP:Iteration 29Q (151554.530000 sec): 3 clusters
  Score: Raw -613832.080909 + Penalty 2835.684311 = -610996.396598
  nChanged 21
		SP:Iteration 30Q (151554.790000 sec): 3 clusters
  Score: Raw -613842.844810 + Penalty 2835.684311 = -611007.160499
  nChanged 26
		SP:Iteration 31Q (151554.980000 sec): 3 clusters
  Score: Raw -613855.144488 + Penalty 2835.684311 = -611019.460177
  nChanged 26
		SP:Iteration 32Q (151555.150000 sec): 3 clusters
  Score: Raw -613866.046213 + Penalty 2835.684311 = -611030.361902
  nChanged 24
		SP:Iteration 33Q (151555.370000 sec): 3 clusters
  Score: Raw -613873.372511 + Penalty 2835.684311 = -611037.688200
  nChanged 15
		SP:Iteration 34Q (151555.560000 sec): 3 clusters
  Score: Raw -613877.714500 + Penalty 2835.684311 = -611042.030189
  nChanged 13
		SP:Iteration 35Q (151555.790000 sec): 3 clusters
  Score: Raw -613882.166861 + Penalty 2835.684311 = -611046.482550
  nChanged 12
		SP:Iteration 36Q (151556.020000 sec): 3 clusters
  Score: Raw -613886.858504 + Penalty 2835.684311 = -611051.174193
  nChanged 13
		SP:Iteration 37Q (151556.250000 sec): 3 clusters
  Score: Raw -613892.116641 + Penalty 2835.684311 = -611056.432330
  nChanged 9
		SP:Iteration 38Q (151556.480000 sec): 3 clusters
  Score: Raw -613895.248709 + Penalty 2835.684311 = -611059.564399
  nChanged 5
		SP:Iteration 39Q (151556.680000 sec): 3 clusters
  Score: Raw -613896.626179 + Penalty 2835.684311 = -611060.941868
  nChanged 4
		SP:Iteration 40F (151556.910000 sec): 3 clusters
  Score: Raw -613897.618086 + Penalty 2835.684311 = -611061.933775
  nChanged 2
		SP:Iteration 41Q (151557.130000 sec): 3 clusters
  Score: Raw -613898.016300 + Penalty 2835.684311 = -611062.331989
  nChanged 1
		SP:Iteration 42Q (151557.310000 sec): 3 clusters
  Score: Raw -613898.244455 + Penalty 2835.684311 = -611062.560144
  nChanged 2
		SP:Iteration 43Q (151557.490000 sec): 3 clusters
  Score: Raw -613899.122889 + Penalty 2835.684311 = -611063.438579
  nChanged 1
		SP:Iteration 44Q (151557.650000 sec): 3 clusters
  Score: Raw -613899.339173 + Penalty 2835.684311 = -611063.654862
  nChanged 3
		SP:Iteration 45Q (151557.840000 sec): 3 clusters
  Score: Raw -613900.336056 + Penalty 2835.684311 = -611064.651745
  nChanged 4
		SP:Iteration 46Q (151558.010000 sec): 3 clusters
  Score: Raw -613901.533727 + Penalty 2835.684311 = -611065.849416
  nChanged 5
		SP:Iteration 47Q (151558.210000 sec): 3 clusters
  Score: Raw -613902.346590 + Penalty 2835.684311 = -611066.662279
  nChanged 1
		SP:Iteration 48Q (151558.430000 sec): 3 clusters
  Score: Raw -613902.478685 + Penalty 2835.684311 = -611066.794374
  nChanged 1
		SP:Iteration 49Q (151558.680000 sec): 3 clusters
  Score: Raw -613902.516955 + Penalty 2835.684311 = -611066.832645
  nChanged 0
		SP:Iteration 50F (151558.900000 sec): 3 clusters
  Score: Raw -613902.516955 + Penalty 2835.684311 = -611066.832645
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151558.990000 sec): 2 clusters
  Score: Raw -671720.559454 + Penalty 1431.869278 = -670288.690176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151559.240000 sec): 3 clusters
  Score: Raw -668140.874847 + Penalty 2863.738556 = -665277.136291
  nChanged 2744
		SP:Iteration 1F (151559.470000 sec): 3 clusters
  Score: Raw -669604.403398 + Penalty 2863.738556 = -666740.664842
  nChanged 472
		SP:Iteration 2F (151559.640000 sec): 3 clusters
  Score: Raw -669836.701868 + Penalty 2863.738556 = -666972.963312
  nChanged 336
		SP:Iteration 3F (151559.890000 sec): 3 clusters
  Score: Raw -669985.232057 + Penalty 2863.738556 = -667121.493501
  nChanged 287
		SP:Iteration 4Q (151560.100000 sec): 3 clusters
  Score: Raw -670122.609272 + Penalty 2863.738556 = -667258.870716
  nChanged 266
		SP:Iteration 5Q (151560.330000 sec): 3 clusters
  Score: Raw -670252.452753 + Penalty 2863.738556 = -667388.714196
  nChanged 245
		SP:Iteration 6Q (151560.530000 sec): 3 clusters
  Score: Raw -670380.204231 + Penalty 2863.738556 = -667516.465674
  nChanged 253
		SP:Iteration 7Q (151560.730000 sec): 3 clusters
  Score: Raw -670515.243843 + Penalty 2863.738556 = -667651.505286
  nChanged 225
		SP:Iteration 8Q (151560.930000 sec): 3 clusters
  Score: Raw -670630.026960 + Penalty 2863.738556 = -667766.288403
  nChanged 201
		SP:Iteration 9Q (151561.150000 sec): 3 clusters
  Score: Raw -670745.848270 + Penalty 2863.738556 = -667882.109714
  nChanged 194
		SP:Iteration 10Q (151561.390000 sec): 3 clusters
  Score: Raw -670857.753716 + Penalty 2863.738556 = -667994.015160
  nChanged 195
		SP:Iteration 11Q (151561.610000 sec): 3 clusters
  Score: Raw -670983.018208 + Penalty 2863.738556 = -668119.279651
  nChanged 194
		SP:Iteration 12Q (151561.790000 sec): 3 clusters
  Score: Raw -671114.570275 + Penalty 2863.738556 = -668250.831719
  nChanged 186
		SP:Iteration 13Q (151562.020000 sec): 3 clusters
  Score: Raw -671247.898956 + Penalty 2863.738556 = -668384.160400
  nChanged 186
		SP:Iteration 14Q (151562.270000 sec): 3 clusters
  Score: Raw -671392.420210 + Penalty 2863.738556 = -668528.681654
  nChanged 173
		SP:Iteration 15Q (151562.520000 sec): 3 clusters
  Score: Raw -671515.059129 + Penalty 2863.738556 = -668651.320573
  nChanged 156
		SP:Iteration 16Q (151562.760000 sec): 3 clusters
  Score: Raw -671618.554650 + Penalty 2863.738556 = -668754.816093
  nChanged 127
		SP:Iteration 17Q (151562.980000 sec): 3 clusters
  Score: Raw -671705.799291 + Penalty 2863.738556 = -668842.060734
  nChanged 96
		SP:Iteration 18Q (151563.160000 sec): 3 clusters
  Score: Raw -671773.299263 + Penalty 2863.738556 = -668909.560707
  nChanged 88
		SP:Iteration 19Q (151563.340000 sec): 3 clusters
  Score: Raw -671824.778024 + Penalty 2863.738556 = -668961.039468
  nChanged 76
		SP:Iteration 20F (151563.550000 sec): 3 clusters
  Score: Raw -671871.083327 + Penalty 2863.738556 = -669007.344771
  nChanged 82
		SP:Iteration 21Q (151563.750000 sec): 3 clusters
  Score: Raw -671924.814478 + Penalty 2863.738556 = -669061.075921
  nChanged 68
		SP:Iteration 22Q (151563.970000 sec): 3 clusters
  Score: Raw -671968.949108 + Penalty 2863.738556 = -669105.210551
  nChanged 66
		SP:Iteration 23Q (151564.180000 sec): 3 clusters
  Score: Raw -672006.914789 + Penalty 2863.738556 = -669143.176233
  nChanged 55
		SP:Iteration 24Q (151564.380000 sec): 3 clusters
  Score: Raw -672034.897573 + Penalty 2863.738556 = -669171.159017
  nChanged 52
		SP:Iteration 25Q (151564.610000 sec): 3 clusters
  Score: Raw -672058.394943 + Penalty 2863.738556 = -669194.656387
  nChanged 31
		SP:Iteration 26Q (151564.820000 sec): 3 clusters
  Score: Raw -672073.921919 + Penalty 2863.738556 = -669210.183363
  nChanged 35
		SP:Iteration 27Q (151565.050000 sec): 3 clusters
  Score: Raw -672086.835301 + Penalty 2863.738556 = -669223.096745
  nChanged 19
		SP:Iteration 28Q (151565.290000 sec): 3 clusters
  Score: Raw -672092.509718 + Penalty 2863.738556 = -669228.771162
  nChanged 20
		SP:Iteration 29Q (151565.470000 sec): 3 clusters
  Score: Raw -672098.918559 + Penalty 2863.738556 = -669235.180002
  nChanged 18
		SP:Iteration 30Q (151565.700000 sec): 3 clusters
  Score: Raw -672104.334125 + Penalty 2863.738556 = -669240.595568
  nChanged 11
		SP:Iteration 31Q (151565.900000 sec): 3 clusters
  Score: Raw -672108.983029 + Penalty 2863.738556 = -669245.244473
  nChanged 11
		SP:Iteration 32Q (151566.090000 sec): 3 clusters
  Score: Raw -672113.429022 + Penalty 2863.738556 = -669249.690465
  nChanged 10
		SP:Iteration 33Q (151566.350000 sec): 3 clusters
  Score: Raw -672117.256233 + Penalty 2863.738556 = -669253.517677
  nChanged 10
		SP:Iteration 34Q (151566.570000 sec): 3 clusters
  Score: Raw -672120.598438 + Penalty 2863.738556 = -669256.859882
  nChanged 11
		SP:Iteration 35Q (151566.750000 sec): 3 clusters
  Score: Raw -672124.821516 + Penalty 2863.738556 = -669261.082959
  nChanged 9
		SP:Iteration 36Q (151566.970000 sec): 3 clusters
  Score: Raw -672127.607606 + Penalty 2863.738556 = -669263.869050
  nChanged 11
		SP:Iteration 37Q (151567.200000 sec): 3 clusters
  Score: Raw -672131.649441 + Penalty 2863.738556 = -669267.910884
  nChanged 13
		SP:Iteration 38Q (151567.380000 sec): 3 clusters
  Score: Raw -672136.832040 + Penalty 2863.738556 = -669273.093484
  nChanged 15
		SP:Iteration 39Q (151567.580000 sec): 3 clusters
  Score: Raw -672142.232775 + Penalty 2863.738556 = -669278.494219
  nChanged 11
		SP:Iteration 40F (151567.800000 sec): 3 clusters
  Score: Raw -672146.836571 + Penalty 2863.738556 = -669283.098015
  nChanged 11
		SP:Iteration 41Q (151568.010000 sec): 3 clusters
  Score: Raw -672152.098945 + Penalty 2863.738556 = -669288.360389
  nChanged 20
		SP:Iteration 42Q (151568.230000 sec): 3 clusters
  Score: Raw -672160.284788 + Penalty 2863.738556 = -669296.546232
  nChanged 15
		SP:Iteration 43Q (151568.420000 sec): 3 clusters
  Score: Raw -672164.661771 + Penalty 2863.738556 = -669300.923214
  nChanged 11
		SP:Iteration 44Q (151568.640000 sec): 3 clusters
  Score: Raw -672167.285526 + Penalty 2863.738556 = -669303.546970
  nChanged 9
		SP:Iteration 45Q (151568.850000 sec): 3 clusters
  Score: Raw -672169.957288 + Penalty 2863.738556 = -669306.218732
  nChanged 6
		SP:Iteration 46Q (151569.070000 sec): 3 clusters
  Score: Raw -672172.092831 + Penalty 2863.738556 = -669308.354275
  nChanged 6
		SP:Iteration 47Q (151569.320000 sec): 3 clusters
  Score: Raw -672173.463553 + Penalty 2863.738556 = -669309.724996
  nChanged 1
		SP:Iteration 48Q (151569.470000 sec): 3 clusters
  Score: Raw -672173.949495 + Penalty 2863.738556 = -669310.210938
  nChanged 0
		SP:Iteration 49F (151569.700000 sec): 3 clusters
  Score: Raw -672173.949495 + Penalty 2863.738556 = -669310.210938
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151569.790000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151569.970000 sec): 3 clusters
  Score: Raw -144014.692186 + Penalty 2335.988578 = -141678.703607
  nChanged 443
		SP:Iteration 1F (151570.100000 sec): 3 clusters
  Score: Raw -144314.238037 + Penalty 2335.988578 = -141978.249459
  nChanged 102
		SP:Iteration 2F (151570.220000 sec): 3 clusters
  Score: Raw -144403.493482 + Penalty 2335.988578 = -142067.504904
  nChanged 61
		SP:Iteration 3Q (151570.330000 sec): 3 clusters
  Score: Raw -144447.904375 + Penalty 2335.988578 = -142111.915797
  nChanged 26
		SP:Iteration 4Q (151570.440000 sec): 3 clusters
  Score: Raw -144464.004840 + Penalty 2335.988578 = -142128.016261
  nChanged 19
		SP:Iteration 5Q (151570.550000 sec): 3 clusters
  Score: Raw -144475.337962 + Penalty 2335.988578 = -142139.349384
  nChanged 10
		SP:Iteration 6Q (151570.660000 sec): 3 clusters
  Score: Raw -144480.654935 + Penalty 2335.988578 = -142144.666356
  nChanged 4
		SP:Iteration 7Q (151570.770000 sec): 3 clusters
  Score: Raw -144482.510787 + Penalty 2335.988578 = -142146.522208
  nChanged 6
		SP:Iteration 8Q (151570.880000 sec): 3 clusters
  Score: Raw -144489.485829 + Penalty 2335.988578 = -142153.497251
  nChanged 9
		SP:Iteration 9Q (151570.990000 sec): 3 clusters
  Score: Raw -144498.231941 + Penalty 2335.988578 = -142162.243363
  nChanged 9
		SP:Iteration 10Q (151571.170000 sec): 3 clusters
  Score: Raw -144501.793645 + Penalty 2335.988578 = -142165.805066
  nChanged 3
		SP:Iteration 11Q (151571.310000 sec): 3 clusters
  Score: Raw -144503.385624 + Penalty 2335.988578 = -142167.397045
  nChanged 2
		SP:Iteration 12Q (151571.440000 sec): 3 clusters
  Score: Raw -144504.043373 + Penalty 2335.988578 = -142168.054794
  nChanged 1
		SP:Iteration 13Q (151571.540000 sec): 3 clusters
  Score: Raw -144506.942916 + Penalty 2335.988578 = -142170.954338
  nChanged 2
		SP:Iteration 14Q (151571.630000 sec): 3 clusters
  Score: Raw -144507.894894 + Penalty 2335.988578 = -142171.906315
  nChanged 3
		SP:Iteration 15Q (151571.780000 sec): 3 clusters
  Score: Raw -144509.487296 + Penalty 2335.988578 = -142173.498717
  nChanged 5
		SP:Iteration 16Q (151571.960000 sec): 3 clusters
  Score: Raw -144511.995413 + Penalty 2335.988578 = -142176.006835
  nChanged 10
		SP:Iteration 17Q (151572.110000 sec): 3 clusters
  Score: Raw -144516.247030 + Penalty 2335.988578 = -142180.258452
  nChanged 6
		SP:Iteration 18Q (151572.290000 sec): 3 clusters
  Score: Raw -144520.314065 + Penalty 2335.988578 = -142184.325487
  nChanged 10
		SP:Iteration 19Q (151572.460000 sec): 3 clusters
  Score: Raw -144527.085438 + Penalty 2335.988578 = -142191.096860
  nChanged 12
		SP:Iteration 20F (151572.640000 sec): 3 clusters
  Score: Raw -144532.589301 + Penalty 2335.988578 = -142196.600723
  nChanged 10
		SP:Iteration 21Q (151572.840000 sec): 3 clusters
  Score: Raw -144537.036053 + Penalty 2335.988578 = -142201.047474
  nChanged 11
		SP:Iteration 22Q (151573.040000 sec): 3 clusters
  Score: Raw -144542.018138 + Penalty 2335.988578 = -142206.029560
  nChanged 10
		SP:Iteration 23Q (151573.170000 sec): 3 clusters
  Score: Raw -144548.420924 + Penalty 2335.988578 = -142212.432345
  nChanged 9
		SP:Iteration 24Q (151573.350000 sec): 3 clusters
  Score: Raw -144552.885888 + Penalty 2335.988578 = -142216.897310
  nChanged 6
		SP:Iteration 25Q (151573.530000 sec): 3 clusters
  Score: Raw -144555.919702 + Penalty 2335.988578 = -142219.931123
  nChanged 4
		SP:Iteration 26Q (151573.630000 sec): 3 clusters
  Score: Raw -144559.229380 + Penalty 2335.988578 = -142223.240802
  nChanged 6
		SP:Iteration 27Q (151573.720000 sec): 3 clusters
  Score: Raw -144562.199949 + Penalty 2335.988578 = -142226.211371
  nChanged 3
		SP:Iteration 28Q (151573.810000 sec): 3 clusters
  Score: Raw -144562.773496 + Penalty 2335.988578 = -142226.784918
  nChanged 0
		SP:Iteration 29F (151573.900000 sec): 3 clusters
  Score: Raw -144562.773496 + Penalty 2335.988578 = -142226.784918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (105843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151574.420000 sec): 2 clusters
  Score: Raw -10911597.447645 + Penalty 1880.078223 = -10909717.369422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151575.060000 sec): 3 clusters
  Score: Raw -10842528.375387 + Penalty 3760.156446 = -10838768.218940
  nChanged 50835
		SP:Iteration 1F (151575.660000 sec): 3 clusters
  Score: Raw -10872413.468604 + Penalty 3760.156446 = -10868653.312157
  nChanged 4071
		SP:Iteration 2Q (151576.340000 sec): 3 clusters
  Score: Raw -10873757.609346 + Penalty 3760.156446 = -10869997.452899
  nChanged 4836
		SP:Iteration 3Q (151577.030000 sec): 3 clusters
  Score: Raw -10875670.625231 + Penalty 3760.156446 = -10871910.468785
  nChanged 5557
		SP:Iteration 4F (151577.750000 sec): 3 clusters
  Score: Raw -10878347.436666 + Penalty 3760.156446 = -10874587.280220
  nChanged 6406
		SP:Iteration 5F (151578.430000 sec): 3 clusters
  Score: Raw -10881937.912182 + Penalty 3760.156446 = -10878177.755736
  nChanged 7079
		SP:Iteration 6F (151579.140000 sec): 3 clusters
  Score: Raw -10886435.577867 + Penalty 3760.156446 = -10882675.421421
  nChanged 7086
		SP:Iteration 7F (151579.820000 sec): 3 clusters
  Score: Raw -10891520.838605 + Penalty 3760.156446 = -10887760.682158
  nChanged 6402
		SP:Iteration 8F (151580.450000 sec): 3 clusters
  Score: Raw -10896536.329766 + Penalty 3760.156446 = -10892776.173320
  nChanged 5203
		SP:Iteration 9Q (151581.100000 sec): 3 clusters
  Score: Raw -10900657.071096 + Penalty 3760.156446 = -10896896.914650
  nChanged 3967
		SP:Iteration 10Q (151581.730000 sec): 3 clusters
  Score: Raw -10903492.106644 + Penalty 3760.156446 = -10899731.950197
  nChanged 2870
		SP:Iteration 11Q (151582.310000 sec): 3 clusters
  Score: Raw -10905348.405603 + Penalty 3760.156446 = -10901588.249156
  nChanged 2266
		SP:Iteration 12Q (151582.880000 sec): 3 clusters
  Score: Raw -10906640.044529 + Penalty 3760.156446 = -10902879.888082
  nChanged 1866
		SP:Iteration 13Q (151583.410000 sec): 3 clusters
  Score: Raw -10907595.927760 + Penalty 3760.156446 = -10903835.771313
  nChanged 1572
		SP:Iteration 14Q (151584.030000 sec): 3 clusters
  Score: Raw -10908441.127484 + Penalty 3760.156446 = -10904680.971037
  nChanged 1448
		SP:Iteration 15Q (151584.700000 sec): 3 clusters
  Score: Raw -10909233.167892 + Penalty 3760.156446 = -10905473.011445
  nChanged 1203
		SP:Iteration 16Q (151585.420000 sec): 3 clusters
  Score: Raw -10909863.978529 + Penalty 3760.156446 = -10906103.822082
  nChanged 1064
		SP:Iteration 17Q (151586.040000 sec): 3 clusters
  Score: Raw -10910457.502275 + Penalty 3760.156446 = -10906697.345829
  nChanged 899
		SP:Iteration 18Q (151586.640000 sec): 3 clusters
  Score: Raw -10910995.814186 + Penalty 3760.156446 = -10907235.657739
  nChanged 744
		SP:Iteration 19Q (151587.280000 sec): 3 clusters
  Score: Raw -10911408.780275 + Penalty 3760.156446 = -10907648.623829
  nChanged 621
		SP:Iteration 20F (151587.980000 sec): 3 clusters
  Score: Raw -10911763.802939 + Penalty 3760.156446 = -10908003.646493
  nChanged 476
		SP:Iteration 21Q (151588.550000 sec): 3 clusters
  Score: Raw -10912001.662762 + Penalty 3760.156446 = -10908241.506315
  nChanged 370
		SP:Iteration 22Q (151589.140000 sec): 3 clusters
  Score: Raw -10912164.285023 + Penalty 3760.156446 = -10908404.128576
  nChanged 308
		SP:Iteration 23Q (151589.820000 sec): 3 clusters
  Score: Raw -10912275.996680 + Penalty 3760.156446 = -10908515.840233
  nChanged 247
		SP:Iteration 24Q (151590.480000 sec): 3 clusters
  Score: Raw -10912357.933546 + Penalty 3760.156446 = -10908597.777099
  nChanged 191
		SP:Iteration 25Q (151591.150000 sec): 3 clusters
  Score: Raw -10912416.736777 + Penalty 3760.156446 = -10908656.580331
  nChanged 157
		SP:Iteration 26Q (151591.860000 sec): 3 clusters
  Score: Raw -10912456.034260 + Penalty 3760.156446 = -10908695.877813
  nChanged 126
		SP:Iteration 27Q (151592.440000 sec): 3 clusters
  Score: Raw -10912488.158887 + Penalty 3760.156446 = -10908728.002441
  nChanged 133
		SP:Iteration 28Q (151593.070000 sec): 3 clusters
  Score: Raw -10912524.283097 + Penalty 3760.156446 = -10908764.126651
  nChanged 114
		SP:Iteration 29Q (151593.740000 sec): 3 clusters
  Score: Raw -10912551.473565 + Penalty 3760.156446 = -10908791.317118
  nChanged 91
		SP:Iteration 30Q (151594.400000 sec): 3 clusters
  Score: Raw -10912570.106686 + Penalty 3760.156446 = -10908809.950240
  nChanged 78
		SP:Iteration 31Q (151594.990000 sec): 3 clusters
  Score: Raw -10912586.013846 + Penalty 3760.156446 = -10908825.857399
  nChanged 68
		SP:Iteration 32Q (151595.640000 sec): 3 clusters
  Score: Raw -10912600.381760 + Penalty 3760.156446 = -10908840.225314
  nChanged 66
		SP:Iteration 33Q (151596.270000 sec): 3 clusters
  Score: Raw -10912614.160772 + Penalty 3760.156446 = -10908854.004325
  nChanged 61
		SP:Iteration 34Q (151596.890000 sec): 3 clusters
  Score: Raw -10912622.939674 + Penalty 3760.156446 = -10908862.783228
  nChanged 43
		SP:Iteration 35Q (151597.540000 sec): 3 clusters
  Score: Raw -10912629.640674 + Penalty 3760.156446 = -10908869.484227
  nChanged 29
		SP:Iteration 36Q (151598.130000 sec): 3 clusters
  Score: Raw -10912633.458429 + Penalty 3760.156446 = -10908873.301982
  nChanged 22
		SP:Iteration 37Q (151598.820000 sec): 3 clusters
  Score: Raw -10912636.626692 + Penalty 3760.156446 = -10908876.470246
  nChanged 23
		SP:Iteration 38Q (151599.460000 sec): 3 clusters
  Score: Raw -10912641.158081 + Penalty 3760.156446 = -10908881.001634
  nChanged 25
		SP:Iteration 39Q (151600.160000 sec): 3 clusters
  Score: Raw -10912645.553974 + Penalty 3760.156446 = -10908885.397527
  nChanged 13
		SP:Iteration 40F (151600.880000 sec): 3 clusters
  Score: Raw -10912647.857412 + Penalty 3760.156446 = -10908887.700965
  nChanged 13
		SP:Iteration 41Q (151601.590000 sec): 3 clusters
  Score: Raw -10912649.668577 + Penalty 3760.156446 = -10908889.512130
  nChanged 15
		SP:Iteration 42Q (151602.220000 sec): 3 clusters
  Score: Raw -10912651.951252 + Penalty 3760.156446 = -10908891.794806
  nChanged 16
		SP:Iteration 43Q (151602.810000 sec): 3 clusters
  Score: Raw -10912653.961552 + Penalty 3760.156446 = -10908893.805105
  nChanged 10
		SP:Iteration 44Q (151603.440000 sec): 3 clusters
  Score: Raw -10912654.704258 + Penalty 3760.156446 = -10908894.547812
  nChanged 6
		SP:Iteration 45Q (151604.080000 sec): 3 clusters
  Score: Raw -10912655.247572 + Penalty 3760.156446 = -10908895.091125
  nChanged 7
		SP:Iteration 46Q (151604.710000 sec): 3 clusters
  Score: Raw -10912655.989240 + Penalty 3760.156446 = -10908895.832794
  nChanged 6
		SP:Iteration 47Q (151605.310000 sec): 3 clusters
  Score: Raw -10912657.012827 + Penalty 3760.156446 = -10908896.856380
  nChanged 5
		SP:Iteration 48Q (151605.900000 sec): 3 clusters
  Score: Raw -10912657.653800 + Penalty 3760.156446 = -10908897.497353
  nChanged 6
		SP:Iteration 49Q (151606.540000 sec): 3 clusters
  Score: Raw -10912658.549511 + Penalty 3760.156446 = -10908898.393064
  nChanged 9
		SP:Iteration 50Q (151607.250000 sec): 3 clusters
  Score: Raw -10912659.475737 + Penalty 3760.156446 = -10908899.319290
  nChanged 7
		SP:Iteration 51Q (151607.840000 sec): 3 clusters
  Score: Raw -10912660.167342 + Penalty 3760.156446 = -10908900.010895
  nChanged 5
		SP:Iteration 52Q (151608.540000 sec): 3 clusters
  Score: Raw -10912660.584220 + Penalty 3760.156446 = -10908900.427773
  nChanged 5
		SP:Iteration 53Q (151609.100000 sec): 3 clusters
  Score: Raw -10912661.001796 + Penalty 3760.156446 = -10908900.845350
  nChanged 3
		SP:Iteration 54Q (151609.650000 sec): 3 clusters
  Score: Raw -10912661.340738 + Penalty 3760.156446 = -10908901.184292
  nChanged 5
		SP:Iteration 55Q (151610.260000 sec): 3 clusters
  Score: Raw -10912661.827350 + Penalty 3760.156446 = -10908901.670904
  nChanged 4
		SP:Iteration 56Q (151610.860000 sec): 3 clusters
  Score: Raw -10912662.542425 + Penalty 3760.156446 = -10908902.385978
  nChanged 9
		SP:Iteration 57Q (151611.470000 sec): 3 clusters
  Score: Raw -10912663.921219 + Penalty 3760.156446 = -10908903.764773
  nChanged 8
		SP:Iteration 58Q (151612.070000 sec): 3 clusters
  Score: Raw -10912665.101744 + Penalty 3760.156446 = -10908904.945298
  nChanged 8
		SP:Iteration 59Q (151612.680000 sec): 3 clusters
  Score: Raw -10912666.604212 + Penalty 3760.156446 = -10908906.447766
  nChanged 10
		SP:Iteration 60F (151613.330000 sec): 3 clusters
  Score: Raw -10912667.840080 + Penalty 3760.156446 = -10908907.683634
  nChanged 8
		SP:Iteration 61Q (151614.020000 sec): 3 clusters
  Score: Raw -10912668.706932 + Penalty 3760.156446 = -10908908.550485
  nChanged 8
		SP:Iteration 62Q (151614.670000 sec): 3 clusters
  Score: Raw -10912670.348899 + Penalty 3760.156446 = -10908910.192452
  nChanged 7
		SP:Iteration 63Q (151615.230000 sec): 3 clusters
  Score: Raw -10912671.813206 + Penalty 3760.156446 = -10908911.656760
  nChanged 8
		SP:Iteration 64Q (151615.850000 sec): 3 clusters
  Score: Raw -10912673.255398 + Penalty 3760.156446 = -10908913.098951
  nChanged 9
		SP:Iteration 65Q (151616.470000 sec): 3 clusters
  Score: Raw -10912674.296176 + Penalty 3760.156446 = -10908914.139730
  nChanged 7
		SP:Iteration 66Q (151617.050000 sec): 3 clusters
  Score: Raw -10912675.132794 + Penalty 3760.156446 = -10908914.976347
  nChanged 7
		SP:Iteration 67Q (151617.680000 sec): 3 clusters
  Score: Raw -10912675.928761 + Penalty 3760.156446 = -10908915.772314
  nChanged 4
		SP:Iteration 68Q (151618.270000 sec): 3 clusters
  Score: Raw -10912676.375738 + Penalty 3760.156446 = -10908916.219292
  nChanged 2
		SP:Iteration 69Q (151618.890000 sec): 3 clusters
  Score: Raw -10912676.536711 + Penalty 3760.156446 = -10908916.380264
  nChanged 0
		SP:Iteration 70F (151619.560000 sec): 3 clusters
  Score: Raw -10912676.536711 + Penalty 3760.156446 = -10908916.380264
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151619.740000 sec): 2 clusters
  Score: Raw -310479.366075 + Penalty 1308.808296 = -309170.557779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151619.890000 sec): 3 clusters
  Score: Raw -308952.490539 + Penalty 2617.616592 = -306334.873947
  nChanged 1202
		SP:Iteration 1F (151620.090000 sec): 3 clusters
  Score: Raw -309665.444816 + Penalty 2617.616592 = -307047.828224
  nChanged 250
		SP:Iteration 2F (151620.300000 sec): 3 clusters
  Score: Raw -309828.885709 + Penalty 2617.616592 = -307211.269118
  nChanged 169
		SP:Iteration 3F (151620.520000 sec): 3 clusters
  Score: Raw -309929.035624 + Penalty 2617.616592 = -307311.419033
  nChanged 132
		SP:Iteration 4Q (151620.750000 sec): 3 clusters
  Score: Raw -310007.809858 + Penalty 2617.616592 = -307390.193266
  nChanged 96
		SP:Iteration 5Q (151620.990000 sec): 3 clusters
  Score: Raw -310059.448526 + Penalty 2617.616592 = -307441.831935
  nChanged 88
		SP:Iteration 6Q (151621.220000 sec): 3 clusters
  Score: Raw -310103.960506 + Penalty 2617.616592 = -307486.343914
  nChanged 75
		SP:Iteration 7Q (151621.390000 sec): 3 clusters
  Score: Raw -310146.697393 + Penalty 2617.616592 = -307529.080802
  nChanged 64
		SP:Iteration 8Q (151621.590000 sec): 3 clusters
  Score: Raw -310180.823607 + Penalty 2617.616592 = -307563.207015
  nChanged 51
		SP:Iteration 9Q (151621.830000 sec): 3 clusters
  Score: Raw -310201.998029 + Penalty 2617.616592 = -307584.381437
  nChanged 47
		SP:Iteration 10Q (151622.000000 sec): 3 clusters
  Score: Raw -310224.122068 + Penalty 2617.616592 = -307606.505476
  nChanged 48
		SP:Iteration 11Q (151622.200000 sec): 3 clusters
  Score: Raw -310243.355308 + Penalty 2617.616592 = -307625.738716
  nChanged 38
		SP:Iteration 12Q (151622.400000 sec): 3 clusters
  Score: Raw -310261.158236 + Penalty 2617.616592 = -307643.541645
  nChanged 35
		SP:Iteration 13Q (151622.610000 sec): 3 clusters
  Score: Raw -310276.701329 + Penalty 2617.616592 = -307659.084738
  nChanged 30
		SP:Iteration 14Q (151622.790000 sec): 3 clusters
  Score: Raw -310291.980159 + Penalty 2617.616592 = -307674.363568
  nChanged 41
		SP:Iteration 15Q (151623.000000 sec): 3 clusters
  Score: Raw -310315.513208 + Penalty 2617.616592 = -307697.896617
  nChanged 43
		SP:Iteration 16Q (151623.160000 sec): 3 clusters
  Score: Raw -310339.975096 + Penalty 2617.616592 = -307722.358504
  nChanged 36
		SP:Iteration 17Q (151623.320000 sec): 3 clusters
  Score: Raw -310357.912496 + Penalty 2617.616592 = -307740.295904
  nChanged 37
		SP:Iteration 18Q (151623.510000 sec): 3 clusters
  Score: Raw -310373.760896 + Penalty 2617.616592 = -307756.144304
  nChanged 32
		SP:Iteration 19Q (151623.660000 sec): 3 clusters
  Score: Raw -310388.571670 + Penalty 2617.616592 = -307770.955078
  nChanged 28
		SP:Iteration 20F (151623.850000 sec): 3 clusters
  Score: Raw -310398.635523 + Penalty 2617.616592 = -307781.018931
  nChanged 21
		SP:Iteration 21Q (151623.990000 sec): 3 clusters
  Score: Raw -310405.672005 + Penalty 2617.616592 = -307788.055413
  nChanged 28
		SP:Iteration 22Q (151624.180000 sec): 3 clusters
  Score: Raw -310416.951590 + Penalty 2617.616592 = -307799.334998
  nChanged 27
		SP:Iteration 23Q (151624.350000 sec): 3 clusters
  Score: Raw -310428.320075 + Penalty 2617.616592 = -307810.703483
  nChanged 29
		SP:Iteration 24Q (151624.550000 sec): 3 clusters
  Score: Raw -310439.239617 + Penalty 2617.616592 = -307821.623026
  nChanged 26
		SP:Iteration 25Q (151624.760000 sec): 3 clusters
  Score: Raw -310449.173785 + Penalty 2617.616592 = -307831.557194
  nChanged 21
		SP:Iteration 26Q (151624.930000 sec): 3 clusters
  Score: Raw -310459.798540 + Penalty 2617.616592 = -307842.181948
  nChanged 22
		SP:Iteration 27Q (151625.080000 sec): 3 clusters
  Score: Raw -310469.331354 + Penalty 2617.616592 = -307851.714763
  nChanged 26
		SP:Iteration 28Q (151625.310000 sec): 3 clusters
  Score: Raw -310479.603292 + Penalty 2617.616592 = -307861.986700
  nChanged 21
		SP:Iteration 29Q (151625.510000 sec): 3 clusters
  Score: Raw -310487.603438 + Penalty 2617.616592 = -307869.986846
  nChanged 18
		SP:Iteration 30Q (151625.710000 sec): 3 clusters
  Score: Raw -310495.098604 + Penalty 2617.616592 = -307877.482012
  nChanged 22
		SP:Iteration 31Q (151625.870000 sec): 3 clusters
  Score: Raw -310506.266944 + Penalty 2617.616592 = -307888.650353
  nChanged 22
		SP:Iteration 32Q (151626.060000 sec): 3 clusters
  Score: Raw -310517.668586 + Penalty 2617.616592 = -307900.051995
  nChanged 26
		SP:Iteration 33Q (151626.220000 sec): 3 clusters
  Score: Raw -310526.647217 + Penalty 2617.616592 = -307909.030626
  nChanged 21
		SP:Iteration 34Q (151626.400000 sec): 3 clusters
  Score: Raw -310535.241092 + Penalty 2617.616592 = -307917.624500
  nChanged 26
		SP:Iteration 35Q (151626.610000 sec): 3 clusters
  Score: Raw -310547.010511 + Penalty 2617.616592 = -307929.393920
  nChanged 23
		SP:Iteration 36Q (151626.770000 sec): 3 clusters
  Score: Raw -310557.417295 + Penalty 2617.616592 = -307939.800704
  nChanged 30
		SP:Iteration 37Q (151626.960000 sec): 3 clusters
  Score: Raw -310569.961816 + Penalty 2617.616592 = -307952.345225
  nChanged 19
		SP:Iteration 38Q (151627.160000 sec): 3 clusters
  Score: Raw -310577.269925 + Penalty 2617.616592 = -307959.653334
  nChanged 16
		SP:Iteration 39Q (151627.310000 sec): 3 clusters
  Score: Raw -310585.356289 + Penalty 2617.616592 = -307967.739697
  nChanged 11
		SP:Iteration 40F (151627.540000 sec): 3 clusters
  Score: Raw -310592.789414 + Penalty 2617.616592 = -307975.172822
  nChanged 16
		SP:Iteration 41Q (151627.720000 sec): 3 clusters
  Score: Raw -310604.296198 + Penalty 2617.616592 = -307986.679607
  nChanged 15
		SP:Iteration 42Q (151627.930000 sec): 3 clusters
  Score: Raw -310611.530849 + Penalty 2617.616592 = -307993.914258
  nChanged 11
		SP:Iteration 43Q (151628.090000 sec): 3 clusters
  Score: Raw -310616.022996 + Penalty 2617.616592 = -307998.406405
  nChanged 12
		SP:Iteration 44Q (151628.240000 sec): 3 clusters
  Score: Raw -310622.264145 + Penalty 2617.616592 = -308004.647554
  nChanged 14
		SP:Iteration 45Q (151628.400000 sec): 3 clusters
  Score: Raw -310631.829475 + Penalty 2617.616592 = -308014.212884
  nChanged 20
		SP:Iteration 46Q (151628.580000 sec): 3 clusters
  Score: Raw -310643.882588 + Penalty 2617.616592 = -308026.265997
  nChanged 13
		SP:Iteration 47Q (151628.790000 sec): 3 clusters
  Score: Raw -310650.167009 + Penalty 2617.616592 = -308032.550418
  nChanged 12
		SP:Iteration 48Q (151629.040000 sec): 3 clusters
  Score: Raw -310655.150299 + Penalty 2617.616592 = -308037.533707
  nChanged 7
		SP:Iteration 49Q (151629.230000 sec): 3 clusters
  Score: Raw -310660.367190 + Penalty 2617.616592 = -308042.750598
  nChanged 9
		SP:Iteration 50Q (151629.410000 sec): 3 clusters
  Score: Raw -310664.463058 + Penalty 2617.616592 = -308046.846467
  nChanged 6
		SP:Iteration 51Q (151629.620000 sec): 3 clusters
  Score: Raw -310667.768586 + Penalty 2617.616592 = -308050.151994
  nChanged 8
		SP:Iteration 52Q (151629.790000 sec): 3 clusters
  Score: Raw -310671.223359 + Penalty 2617.616592 = -308053.606767
  nChanged 5
		SP:Iteration 53Q (151629.950000 sec): 3 clusters
  Score: Raw -310673.682181 + Penalty 2617.616592 = -308056.065589
  nChanged 7
		SP:Iteration 54Q (151630.110000 sec): 3 clusters
  Score: Raw -310675.464371 + Penalty 2617.616592 = -308057.847779
  nChanged 5
		SP:Iteration 55Q (151630.280000 sec): 3 clusters
  Score: Raw -310678.221074 + Penalty 2617.616592 = -308060.604482
  nChanged 6
		SP:Iteration 56Q (151630.460000 sec): 3 clusters
  Score: Raw -310683.454254 + Penalty 2617.616592 = -308065.837663
  nChanged 11
		SP:Iteration 57Q (151630.630000 sec): 3 clusters
  Score: Raw -310693.201819 + Penalty 2617.616592 = -308075.585228
  nChanged 17
		SP:Iteration 58Q (151630.770000 sec): 3 clusters
  Score: Raw -310703.729270 + Penalty 2617.616592 = -308086.112679
  nChanged 17
		SP:Iteration 59Q (151630.980000 sec): 3 clusters
  Score: Raw -310712.421378 + Penalty 2617.616592 = -308094.804787
  nChanged 13
		SP:Iteration 60F (151631.200000 sec): 3 clusters
  Score: Raw -310719.193586 + Penalty 2617.616592 = -308101.576994
  nChanged 13
		SP:Iteration 61Q (151631.410000 sec): 3 clusters
  Score: Raw -310725.337804 + Penalty 2617.616592 = -308107.721213
  nChanged 11
		SP:Iteration 62Q (151631.540000 sec): 3 clusters
  Score: Raw -310732.208223 + Penalty 2617.616592 = -308114.591631
  nChanged 12
		SP:Iteration 63Q (151631.780000 sec): 3 clusters
  Score: Raw -310737.385348 + Penalty 2617.616592 = -308119.768756
  nChanged 13
		SP:Iteration 64Q (151632.000000 sec): 3 clusters
  Score: Raw -310745.468668 + Penalty 2617.616592 = -308127.852076
  nChanged 17
		SP:Iteration 65Q (151632.180000 sec): 3 clusters
  Score: Raw -310758.456356 + Penalty 2617.616592 = -308140.839764
  nChanged 8
		SP:Iteration 66Q (151632.380000 sec): 3 clusters
  Score: Raw -310763.383042 + Penalty 2617.616592 = -308145.766450
  nChanged 8
		SP:Iteration 67Q (151632.630000 sec): 3 clusters
  Score: Raw -310769.086797 + Penalty 2617.616592 = -308151.470205
  nChanged 4
		SP:Iteration 68Q (151632.790000 sec): 3 clusters
  Score: Raw -310771.936684 + Penalty 2617.616592 = -308154.320092
  nChanged 8
		SP:Iteration 69Q (151633.020000 sec): 3 clusters
  Score: Raw -310777.378475 + Penalty 2617.616592 = -308159.761883
  nChanged 7
		SP:Iteration 70Q (151633.180000 sec): 3 clusters
  Score: Raw -310781.831854 + Penalty 2617.616592 = -308164.215262
  nChanged 13
		SP:Iteration 71Q (151633.340000 sec): 3 clusters
  Score: Raw -310788.730363 + Penalty 2617.616592 = -308171.113772
  nChanged 6
		SP:Iteration 72Q (151633.500000 sec): 3 clusters
  Score: Raw -310791.353769 + Penalty 2617.616592 = -308173.737178
  nChanged 2
		SP:Iteration 73Q (151633.660000 sec): 3 clusters
  Score: Raw -310792.583741 + Penalty 2617.616592 = -308174.967149
  nChanged 5
		SP:Iteration 74Q (151633.800000 sec): 3 clusters
  Score: Raw -310794.332651 + Penalty 2617.616592 = -308176.716059
  nChanged 3
		SP:Iteration 75Q (151633.980000 sec): 3 clusters
  Score: Raw -310795.804133 + Penalty 2617.616592 = -308178.187541
  nChanged 2
		SP:Iteration 76Q (151634.140000 sec): 3 clusters
  Score: Raw -310796.813250 + Penalty 2617.616592 = -308179.196659
  nChanged 2
		SP:Iteration 77Q (151634.340000 sec): 3 clusters
  Score: Raw -310797.683211 + Penalty 2617.616592 = -308180.066620
  nChanged 2
		SP:Iteration 78Q (151634.490000 sec): 3 clusters
  Score: Raw -310798.332237 + Penalty 2617.616592 = -308180.715645
  nChanged 1
		SP:Iteration 79Q (151634.660000 sec): 3 clusters
  Score: Raw -310798.558817 + Penalty 2617.616592 = -308180.942226
  nChanged 0
		SP:Iteration 80F (151634.860000 sec): 3 clusters
  Score: Raw -310798.558817 + Penalty 2617.616592 = -308180.942226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151634.950000 sec): 2 clusters
  Score: Raw -208674.567787 + Penalty 1243.384281 = -207431.183506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151635.200000 sec): 3 clusters
  Score: Raw -207764.960429 + Penalty 2486.768562 = -205278.191867
  nChanged 796
		SP:Iteration 1F (151635.410000 sec): 3 clusters
  Score: Raw -208289.579274 + Penalty 2486.768562 = -205802.810712
  nChanged 175
		SP:Iteration 2F (151635.630000 sec): 3 clusters
  Score: Raw -208452.425621 + Penalty 2486.768562 = -205965.657060
  nChanged 138
		SP:Iteration 3F (151635.820000 sec): 3 clusters
  Score: Raw -208587.807027 + Penalty 2486.768562 = -206101.038466
  nChanged 121
		SP:Iteration 4F (151636.010000 sec): 3 clusters
  Score: Raw -208696.796432 + Penalty 2486.768562 = -206210.027870
  nChanged 86
		SP:Iteration 5Q (151636.290000 sec): 3 clusters
  Score: Raw -208765.020103 + Penalty 2486.768562 = -206278.251541
  nChanged 66
		SP:Iteration 6Q (151636.510000 sec): 3 clusters
  Score: Raw -208819.230498 + Penalty 2486.768562 = -206332.461937
  nChanged 55
		SP:Iteration 7Q (151636.710000 sec): 3 clusters
  Score: Raw -208865.171464 + Penalty 2486.768562 = -206378.402903
  nChanged 54
		SP:Iteration 8Q (151636.950000 sec): 3 clusters
  Score: Raw -208926.863202 + Penalty 2486.768562 = -206440.094641
  nChanged 58
		SP:Iteration 9Q (151637.110000 sec): 3 clusters
  Score: Raw -209005.729035 + Penalty 2486.768562 = -206518.960474
  nChanged 67
		SP:Iteration 10Q (151637.300000 sec): 3 clusters
  Score: Raw -209098.009069 + Penalty 2486.768562 = -206611.240507
  nChanged 50
		SP:Iteration 11Q (151637.460000 sec): 3 clusters
  Score: Raw -209151.689343 + Penalty 2486.768562 = -206664.920781
  nChanged 48
		SP:Iteration 12Q (151637.680000 sec): 3 clusters
  Score: Raw -209189.693967 + Penalty 2486.768562 = -206702.925406
  nChanged 30
		SP:Iteration 13Q (151637.860000 sec): 3 clusters
  Score: Raw -209210.243686 + Penalty 2486.768562 = -206723.475124
  nChanged 21
		SP:Iteration 14Q (151638.070000 sec): 3 clusters
  Score: Raw -209223.087892 + Penalty 2486.768562 = -206736.319330
  nChanged 17
		SP:Iteration 15Q (151638.230000 sec): 3 clusters
  Score: Raw -209240.511536 + Penalty 2486.768562 = -206753.742975
  nChanged 25
		SP:Iteration 16Q (151638.450000 sec): 3 clusters
  Score: Raw -209256.062775 + Penalty 2486.768562 = -206769.294214
  nChanged 16
		SP:Iteration 17Q (151638.580000 sec): 3 clusters
  Score: Raw -209267.152780 + Penalty 2486.768562 = -206780.384219
  nChanged 10
		SP:Iteration 18Q (151638.810000 sec): 3 clusters
  Score: Raw -209274.914307 + Penalty 2486.768562 = -206788.145745
  nChanged 11
		SP:Iteration 19Q (151639.070000 sec): 3 clusters
  Score: Raw -209281.968385 + Penalty 2486.768562 = -206795.199823
  nChanged 8
		SP:Iteration 20F (151639.250000 sec): 3 clusters
  Score: Raw -209287.758731 + Penalty 2486.768562 = -206800.990169
  nChanged 4
		SP:Iteration 21Q (151639.460000 sec): 3 clusters
  Score: Raw -209289.929314 + Penalty 2486.768562 = -206803.160753
  nChanged 5
		SP:Iteration 22Q (151639.630000 sec): 3 clusters
  Score: Raw -209292.316029 + Penalty 2486.768562 = -206805.547467
  nChanged 1
		SP:Iteration 23Q (151639.820000 sec): 3 clusters
  Score: Raw -209293.621428 + Penalty 2486.768562 = -206806.852866
  nChanged 3
		SP:Iteration 24Q (151640.030000 sec): 3 clusters
  Score: Raw -209295.031009 + Penalty 2486.768562 = -206808.262448
  nChanged 3
		SP:Iteration 25Q (151640.180000 sec): 3 clusters
  Score: Raw -209295.874050 + Penalty 2486.768562 = -206809.105488
  nChanged 1
		SP:Iteration 26Q (151640.360000 sec): 3 clusters
  Score: Raw -209296.092485 + Penalty 2486.768562 = -206809.323923
  nChanged 0
		SP:Iteration 27F (151640.530000 sec): 3 clusters
  Score: Raw -209296.092485 + Penalty 2486.768562 = -206809.323923
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151640.670000 sec): 2 clusters
  Score: Raw -790386.638284 + Penalty 1448.910436 = -788937.727847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151640.940000 sec): 3 clusters
  Score: Raw -786371.507850 + Penalty 2897.820872 = -783473.686978
  nChanged 3107
		SP:Iteration 1F (151641.170000 sec): 3 clusters
  Score: Raw -788169.917214 + Penalty 2897.820872 = -785272.096342
  nChanged 561
		SP:Iteration 2F (151641.430000 sec): 3 clusters
  Score: Raw -788548.311392 + Penalty 2897.820872 = -785650.490520
  nChanged 492
		SP:Iteration 3F (151641.680000 sec): 3 clusters
  Score: Raw -788934.797443 + Penalty 2897.820872 = -786036.976570
  nChanged 537
		SP:Iteration 4F (151641.930000 sec): 3 clusters
  Score: Raw -789358.552223 + Penalty 2897.820872 = -786460.731351
  nChanged 469
		SP:Iteration 5F (151642.150000 sec): 3 clusters
  Score: Raw -789726.381894 + Penalty 2897.820872 = -786828.561021
  nChanged 418
		SP:Iteration 6F (151642.400000 sec): 3 clusters
  Score: Raw -790022.053347 + Penalty 2897.820872 = -787124.232475
  nChanged 340
		SP:Iteration 7Q (151642.620000 sec): 3 clusters
  Score: Raw -790221.305518 + Penalty 2897.820872 = -787323.484645
  nChanged 263
		SP:Iteration 8Q (151642.830000 sec): 3 clusters
  Score: Raw -790361.489483 + Penalty 2897.820872 = -787463.668611
  nChanged 210
		SP:Iteration 9Q (151643.050000 sec): 3 clusters
  Score: Raw -790469.311230 + Penalty 2897.820872 = -787571.490357
  nChanged 154
		SP:Iteration 10Q (151643.260000 sec): 3 clusters
  Score: Raw -790535.440585 + Penalty 2897.820872 = -787637.619713
  nChanged 113
		SP:Iteration 11Q (151643.460000 sec): 3 clusters
  Score: Raw -790573.120161 + Penalty 2897.820872 = -787675.299289
  nChanged 70
		SP:Iteration 12Q (151643.680000 sec): 3 clusters
  Score: Raw -790590.387128 + Penalty 2897.820872 = -787692.566256
  nChanged 43
		SP:Iteration 13Q (151643.890000 sec): 3 clusters
  Score: Raw -790598.840364 + Penalty 2897.820872 = -787701.019492
  nChanged 29
		SP:Iteration 14Q (151644.160000 sec): 3 clusters
  Score: Raw -790605.297422 + Penalty 2897.820872 = -787707.476550
  nChanged 31
		SP:Iteration 15Q (151644.390000 sec): 3 clusters
  Score: Raw -790612.356741 + Penalty 2897.820872 = -787714.535869
  nChanged 22
		SP:Iteration 16Q (151644.620000 sec): 3 clusters
  Score: Raw -790618.624471 + Penalty 2897.820872 = -787720.803598
  nChanged 22
		SP:Iteration 17Q (151644.850000 sec): 3 clusters
  Score: Raw -790623.002130 + Penalty 2897.820872 = -787725.181258
  nChanged 16
		SP:Iteration 18Q (151645.080000 sec): 3 clusters
  Score: Raw -790626.182691 + Penalty 2897.820872 = -787728.361819
  nChanged 8
		SP:Iteration 19Q (151645.340000 sec): 3 clusters
  Score: Raw -790627.491118 + Penalty 2897.820872 = -787729.670246
  nChanged 5
		SP:Iteration 20F (151645.600000 sec): 3 clusters
  Score: Raw -790628.132410 + Penalty 2897.820872 = -787730.311538
  nChanged 5
		SP:Iteration 21Q (151645.820000 sec): 3 clusters
  Score: Raw -790629.343585 + Penalty 2897.820872 = -787731.522713
  nChanged 7
		SP:Iteration 22Q (151646.070000 sec): 3 clusters
  Score: Raw -790630.974782 + Penalty 2897.820872 = -787733.153909
  nChanged 11
		SP:Iteration 23Q (151646.360000 sec): 3 clusters
  Score: Raw -790633.172618 + Penalty 2897.820872 = -787735.351745
  nChanged 5
		SP:Iteration 24Q (151646.550000 sec): 3 clusters
  Score: Raw -790634.051079 + Penalty 2897.820872 = -787736.230207
  nChanged 10
		SP:Iteration 25Q (151646.730000 sec): 3 clusters
  Score: Raw -790635.697237 + Penalty 2897.820872 = -787737.876365
  nChanged 9
		SP:Iteration 26Q (151646.950000 sec): 3 clusters
  Score: Raw -790637.166658 + Penalty 2897.820872 = -787739.345786
  nChanged 2
		SP:Iteration 27Q (151647.130000 sec): 3 clusters
  Score: Raw -790637.454483 + Penalty 2897.820872 = -787739.633611
  nChanged 1
		SP:Iteration 28Q (151647.350000 sec): 3 clusters
  Score: Raw -790637.668972 + Penalty 2897.820872 = -787739.848099
  nChanged 1
		SP:Iteration 29Q (151647.570000 sec): 3 clusters
  Score: Raw -790637.788240 + Penalty 2897.820872 = -787739.967368
  nChanged 1
		SP:Iteration 30Q (151647.800000 sec): 3 clusters
  Score: Raw -790637.901265 + Penalty 2897.820872 = -787740.080393
  nChanged 0
		SP:Iteration 31F (151648.020000 sec): 3 clusters
  Score: Raw -790637.901265 + Penalty 2897.820872 = -787740.080393
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (76221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151648.470000 sec): 2 clusters
  Score: Raw -8181982.835430 + Penalty 1826.726248 = -8180156.109182
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151648.980000 sec): 3 clusters
  Score: Raw -8132787.609683 + Penalty 3653.452496 = -8129134.157188
  nChanged 36279
		SP:Iteration 1F (151649.500000 sec): 3 clusters
  Score: Raw -8154365.986820 + Penalty 3653.452496 = -8150712.534324
  nChanged 2965
		SP:Iteration 2Q (151650.060000 sec): 3 clusters
  Score: Raw -8155252.271909 + Penalty 3653.452496 = -8151598.819414
  nChanged 3205
		SP:Iteration 3Q (151650.600000 sec): 3 clusters
  Score: Raw -8156365.104463 + Penalty 3653.452496 = -8152711.651967
  nChanged 3549
		SP:Iteration 4Q (151651.100000 sec): 3 clusters
  Score: Raw -8157837.572581 + Penalty 3653.452496 = -8154184.120085
  nChanged 3947
		SP:Iteration 5F (151651.630000 sec): 3 clusters
  Score: Raw -8159830.512657 + Penalty 3653.452496 = -8156177.060162
  nChanged 4228
		SP:Iteration 6F (151652.180000 sec): 3 clusters
  Score: Raw -8162592.320165 + Penalty 3653.452496 = -8158938.867669
  nChanged 4322
		SP:Iteration 7F (151652.700000 sec): 3 clusters
  Score: Raw -8165998.659158 + Penalty 3653.452496 = -8162345.206662
  nChanged 4077
		SP:Iteration 8F (151653.250000 sec): 3 clusters
  Score: Raw -8169447.874811 + Penalty 3653.452496 = -8165794.422315
  nChanged 3436
		SP:Iteration 9Q (151653.740000 sec): 3 clusters
  Score: Raw -8172056.605713 + Penalty 3653.452496 = -8168403.153217
  nChanged 2527
		SP:Iteration 10Q (151654.310000 sec): 3 clusters
  Score: Raw -8173497.686478 + Penalty 3653.452496 = -8169844.233983
  nChanged 1808
		SP:Iteration 11Q (151654.850000 sec): 3 clusters
  Score: Raw -8174362.636209 + Penalty 3653.452496 = -8170709.183714
  nChanged 1449
		SP:Iteration 12Q (151655.380000 sec): 3 clusters
  Score: Raw -8175021.997988 + Penalty 3653.452496 = -8171368.545492
  nChanged 1359
		SP:Iteration 13Q (151655.920000 sec): 3 clusters
  Score: Raw -8175644.856915 + Penalty 3653.452496 = -8171991.404419
  nChanged 1327
		SP:Iteration 14Q (151656.450000 sec): 3 clusters
  Score: Raw -8176292.039707 + Penalty 3653.452496 = -8172638.587211
  nChanged 1269
		SP:Iteration 15Q (151656.940000 sec): 3 clusters
  Score: Raw -8176937.937566 + Penalty 3653.452496 = -8173284.485071
  nChanged 1230
		SP:Iteration 16Q (151657.420000 sec): 3 clusters
  Score: Raw -8177598.083011 + Penalty 3653.452496 = -8173944.630515
  nChanged 1143
		SP:Iteration 17Q (151657.930000 sec): 3 clusters
  Score: Raw -8178242.133813 + Penalty 3653.452496 = -8174588.681317
  nChanged 1041
		SP:Iteration 18Q (151658.440000 sec): 3 clusters
  Score: Raw -8178860.823261 + Penalty 3653.452496 = -8175207.370765
  nChanged 949
		SP:Iteration 19Q (151658.970000 sec): 3 clusters
  Score: Raw -8179443.038045 + Penalty 3653.452496 = -8175789.585550
  nChanged 819
		SP:Iteration 20F (151659.540000 sec): 3 clusters
  Score: Raw -8179945.357612 + Penalty 3653.452496 = -8176291.905116
  nChanged 711
		SP:Iteration 21Q (151660.080000 sec): 3 clusters
  Score: Raw -8180392.020010 + Penalty 3653.452496 = -8176738.567515
  nChanged 630
		SP:Iteration 22Q (151660.570000 sec): 3 clusters
  Score: Raw -8180784.776925 + Penalty 3653.452496 = -8177131.324429
  nChanged 502
		SP:Iteration 23Q (151661.040000 sec): 3 clusters
  Score: Raw -8181092.240810 + Penalty 3653.452496 = -8177438.788314
  nChanged 421
		SP:Iteration 24Q (151661.520000 sec): 3 clusters
  Score: Raw -8181357.845992 + Penalty 3653.452496 = -8177704.393496
  nChanged 337
		SP:Iteration 25Q (151662.020000 sec): 3 clusters
  Score: Raw -8181568.703962 + Penalty 3653.452496 = -8177915.251466
  nChanged 262
		SP:Iteration 26Q (151662.540000 sec): 3 clusters
  Score: Raw -8181732.585096 + Penalty 3653.452496 = -8178079.132600
  nChanged 213
		SP:Iteration 27Q (151663.000000 sec): 3 clusters
  Score: Raw -8181865.654375 + Penalty 3653.452496 = -8178212.201880
  nChanged 148
		SP:Iteration 28Q (151663.500000 sec): 3 clusters
  Score: Raw -8181956.273304 + Penalty 3653.452496 = -8178302.820808
  nChanged 100
		SP:Iteration 29Q (151663.970000 sec): 3 clusters
  Score: Raw -8182018.688753 + Penalty 3653.452496 = -8178365.236258
  nChanged 68
		SP:Iteration 30Q (151664.430000 sec): 3 clusters
  Score: Raw -8182061.934958 + Penalty 3653.452496 = -8178408.482462
  nChanged 64
		SP:Iteration 31Q (151664.870000 sec): 3 clusters
  Score: Raw -8182103.531775 + Penalty 3653.452496 = -8178450.079280
  nChanged 51
		SP:Iteration 32Q (151665.290000 sec): 3 clusters
  Score: Raw -8182137.607270 + Penalty 3653.452496 = -8178484.154774
  nChanged 40
		SP:Iteration 33Q (151665.740000 sec): 3 clusters
  Score: Raw -8182162.201687 + Penalty 3653.452496 = -8178508.749191
  nChanged 28
		SP:Iteration 34Q (151666.180000 sec): 3 clusters
  Score: Raw -8182178.094760 + Penalty 3653.452496 = -8178524.642264
  nChanged 18
		SP:Iteration 35Q (151666.670000 sec): 3 clusters
  Score: Raw -8182189.180188 + Penalty 3653.452496 = -8178535.727692
  nChanged 23
		SP:Iteration 36Q (151667.130000 sec): 3 clusters
  Score: Raw -8182203.387593 + Penalty 3653.452496 = -8178549.935098
  nChanged 17
		SP:Iteration 37Q (151667.610000 sec): 3 clusters
  Score: Raw -8182213.990385 + Penalty 3653.452496 = -8178560.537889
  nChanged 13
		SP:Iteration 38Q (151668.060000 sec): 3 clusters
  Score: Raw -8182220.509889 + Penalty 3653.452496 = -8178567.057394
  nChanged 3
		SP:Iteration 39Q (151668.540000 sec): 3 clusters
  Score: Raw -8182222.495252 + Penalty 3653.452496 = -8178569.042757
  nChanged 4
		SP:Iteration 40F (151669.100000 sec): 3 clusters
  Score: Raw -8182225.488527 + Penalty 3653.452496 = -8178572.036031
  nChanged 4
		SP:Iteration 41Q (151669.680000 sec): 3 clusters
  Score: Raw -8182228.438131 + Penalty 3653.452496 = -8178574.985635
  nChanged 2
		SP:Iteration 42Q (151670.200000 sec): 3 clusters
  Score: Raw -8182229.597183 + Penalty 3653.452496 = -8178576.144687
  nChanged 4
		SP:Iteration 43Q (151670.720000 sec): 3 clusters
  Score: Raw -8182231.683588 + Penalty 3653.452496 = -8178578.231093
  nChanged 3
		SP:Iteration 44Q (151671.200000 sec): 3 clusters
  Score: Raw -8182233.449445 + Penalty 3653.452496 = -8178579.996950
  nChanged 3
		SP:Iteration 45Q (151671.670000 sec): 3 clusters
  Score: Raw -8182235.541341 + Penalty 3653.452496 = -8178582.088845
  nChanged 6
		SP:Iteration 46Q (151672.180000 sec): 3 clusters
  Score: Raw -8182242.934145 + Penalty 3653.452496 = -8178589.481649
  nChanged 8
		SP:Iteration 47Q (151672.680000 sec): 3 clusters
  Score: Raw -8182250.207670 + Penalty 3653.452496 = -8178596.755174
  nChanged 10
		SP:Iteration 48Q (151673.220000 sec): 3 clusters
  Score: Raw -8182257.795231 + Penalty 3653.452496 = -8178604.342735
  nChanged 8
		SP:Iteration 49Q (151673.700000 sec): 3 clusters
  Score: Raw -8182264.137417 + Penalty 3653.452496 = -8178610.684922
  nChanged 5
		SP:Iteration 50Q (151674.150000 sec): 3 clusters
  Score: Raw -8182268.723710 + Penalty 3653.452496 = -8178615.271215
  nChanged 8
		SP:Iteration 51Q (151674.610000 sec): 3 clusters
  Score: Raw -8182273.950621 + Penalty 3653.452496 = -8178620.498126
  nChanged 7
		SP:Iteration 52Q (151675.080000 sec): 3 clusters
  Score: Raw -8182278.626065 + Penalty 3653.452496 = -8178625.173570
  nChanged 4
		SP:Iteration 53Q (151675.620000 sec): 3 clusters
  Score: Raw -8182280.981268 + Penalty 3653.452496 = -8178627.528772
  nChanged 2
		SP:Iteration 54Q (151676.140000 sec): 3 clusters
  Score: Raw -8182282.528730 + Penalty 3653.452496 = -8178629.076234
  nChanged 3
		SP:Iteration 55Q (151676.610000 sec): 3 clusters
  Score: Raw -8182284.648654 + Penalty 3653.452496 = -8178631.196158
  nChanged 2
		SP:Iteration 56Q (151677.110000 sec): 3 clusters
  Score: Raw -8182286.260443 + Penalty 3653.452496 = -8178632.807947
  nChanged 2
		SP:Iteration 57Q (151677.610000 sec): 3 clusters
  Score: Raw -8182287.432535 + Penalty 3653.452496 = -8178633.980040
  nChanged 1
		SP:Iteration 58Q (151678.100000 sec): 3 clusters
  Score: Raw -8182287.739503 + Penalty 3653.452496 = -8178634.287008
  nChanged 0
		SP:Iteration 59F (151678.600000 sec): 3 clusters
  Score: Raw -8182287.739503 + Penalty 3653.452496 = -8178634.287008
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151678.710000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151678.910000 sec): 3 clusters
  Score: Raw -45526.215858 + Penalty 1980.410175 = -43545.805683
  nChanged 108
		SP:Iteration 1F (151679.100000 sec): 3 clusters
  Score: Raw -45670.214383 + Penalty 1980.410175 = -43689.804208
  nChanged 24
		SP:Iteration 2F (151679.300000 sec): 3 clusters
  Score: Raw -45705.593723 + Penalty 1980.410175 = -43725.183548
  nChanged 9
		SP:Iteration 3Q (151679.510000 sec): 3 clusters
  Score: Raw -45719.708946 + Penalty 1980.410175 = -43739.298771
  nChanged 3
		SP:Iteration 4Q (151679.660000 sec): 3 clusters
  Score: Raw -45726.231380 + Penalty 1980.410175 = -43745.821205
  nChanged 3
		SP:Iteration 5Q (151679.900000 sec): 3 clusters
  Score: Raw -45730.566482 + Penalty 1980.410175 = -43750.156307
  nChanged 1
		SP:Iteration 6Q (151680.100000 sec): 3 clusters
  Score: Raw -45731.841834 + Penalty 1980.410175 = -43751.431658
  nChanged 0
		SP:Iteration 7F (151680.280000 sec): 3 clusters
  Score: Raw -45731.841834 + Penalty 1980.410175 = -43751.431658
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151680.370000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151680.610000 sec): 3 clusters
  Score: Raw -105953.548019 + Penalty 2277.764184 = -103675.783835
  nChanged 341
		SP:Iteration 1F (151680.770000 sec): 3 clusters
  Score: Raw -106238.308567 + Penalty 2277.764184 = -103960.544383
  nChanged 84
		SP:Iteration 2F (151680.990000 sec): 3 clusters
  Score: Raw -106316.922819 + Penalty 2277.764184 = -104039.158635
  nChanged 44
		SP:Iteration 3Q (151681.140000 sec): 3 clusters
  Score: Raw -106364.323686 + Penalty 2277.764184 = -104086.559502
  nChanged 49
		SP:Iteration 4Q (151681.330000 sec): 3 clusters
  Score: Raw -106418.707637 + Penalty 2277.764184 = -104140.943452
  nChanged 40
		SP:Iteration 5Q (151681.580000 sec): 3 clusters
  Score: Raw -106468.940289 + Penalty 2277.764184 = -104191.176105
  nChanged 33
		SP:Iteration 6Q (151681.720000 sec): 3 clusters
  Score: Raw -106507.121554 + Penalty 2277.764184 = -104229.357370
  nChanged 27
		SP:Iteration 7Q (151681.910000 sec): 3 clusters
  Score: Raw -106541.101533 + Penalty 2277.764184 = -104263.337349
  nChanged 31
		SP:Iteration 8Q (151682.090000 sec): 3 clusters
  Score: Raw -106587.988063 + Penalty 2277.764184 = -104310.223879
  nChanged 24
		SP:Iteration 9Q (151682.310000 sec): 3 clusters
  Score: Raw -106628.614524 + Penalty 2277.764184 = -104350.850340
  nChanged 34
		SP:Iteration 10Q (151682.500000 sec): 3 clusters
  Score: Raw -106670.752718 + Penalty 2277.764184 = -104392.988534
  nChanged 22
		SP:Iteration 11Q (151682.660000 sec): 3 clusters
  Score: Raw -106695.879813 + Penalty 2277.764184 = -104418.115629
  nChanged 16
		SP:Iteration 12Q (151682.890000 sec): 3 clusters
  Score: Raw -106719.774713 + Penalty 2277.764184 = -104442.010529
  nChanged 13
		SP:Iteration 13Q (151683.070000 sec): 3 clusters
  Score: Raw -106733.113146 + Penalty 2277.764184 = -104455.348962
  nChanged 10
		SP:Iteration 14Q (151683.240000 sec): 3 clusters
  Score: Raw -106744.428999 + Penalty 2277.764184 = -104466.664814
  nChanged 6
		SP:Iteration 15Q (151683.440000 sec): 3 clusters
  Score: Raw -106751.327106 + Penalty 2277.764184 = -104473.562922
  nChanged 7
		SP:Iteration 16Q (151683.620000 sec): 3 clusters
  Score: Raw -106760.134751 + Penalty 2277.764184 = -104482.370567
  nChanged 4
		SP:Iteration 17Q (151683.810000 sec): 3 clusters
  Score: Raw -106762.706722 + Penalty 2277.764184 = -104484.942538
  nChanged 3
		SP:Iteration 18Q (151684.020000 sec): 3 clusters
  Score: Raw -106767.687774 + Penalty 2277.764184 = -104489.923590
  nChanged 1
		SP:Iteration 19Q (151684.190000 sec): 3 clusters
  Score: Raw -106768.049446 + Penalty 2277.764184 = -104490.285262
  nChanged 1
		SP:Iteration 20F (151684.330000 sec): 3 clusters
  Score: Raw -106768.367393 + Penalty 2277.764184 = -104490.603209
  nChanged 2
		SP:Iteration 21Q (151684.510000 sec): 3 clusters
  Score: Raw -106769.867552 + Penalty 2277.764184 = -104492.103367
  nChanged 5
		SP:Iteration 22Q (151684.710000 sec): 3 clusters
  Score: Raw -106774.558650 + Penalty 2277.764184 = -104496.794466
  nChanged 3
		SP:Iteration 23Q (151684.890000 sec): 3 clusters
  Score: Raw -106776.719261 + Penalty 2277.764184 = -104498.955077
  nChanged 5
		SP:Iteration 24Q (151685.080000 sec): 3 clusters
  Score: Raw -106779.645904 + Penalty 2277.764184 = -104501.881720
  nChanged 1
		SP:Iteration 25Q (151685.270000 sec): 3 clusters
  Score: Raw -106780.235296 + Penalty 2277.764184 = -104502.471112
  nChanged 0
		SP:Iteration 26F (151685.470000 sec): 3 clusters
  Score: Raw -106780.235296 + Penalty 2277.764184 = -104502.471112
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151685.640000 sec): 2 clusters
  Score: Raw -1365549.389098 + Penalty 1541.967725 = -1364007.421373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151685.960000 sec): 3 clusters
  Score: Raw -1357807.982052 + Penalty 3083.935450 = -1354724.046603
  nChanged 5793
		SP:Iteration 1F (151686.210000 sec): 3 clusters
  Score: Raw -1360962.493080 + Penalty 3083.935450 = -1357878.557631
  nChanged 731
		SP:Iteration 2F (151686.470000 sec): 3 clusters
  Score: Raw -1361228.552625 + Penalty 3083.935450 = -1358144.617175
  nChanged 581
		SP:Iteration 3Q (151686.770000 sec): 3 clusters
  Score: Raw -1361450.225948 + Penalty 3083.935450 = -1358366.290499
  nChanged 538
		SP:Iteration 4Q (151686.980000 sec): 3 clusters
  Score: Raw -1361691.162192 + Penalty 3083.935450 = -1358607.226743
  nChanged 554
		SP:Iteration 5Q (151687.270000 sec): 3 clusters
  Score: Raw -1361918.587603 + Penalty 3083.935450 = -1358834.652153
  nChanged 513
		SP:Iteration 6Q (151687.560000 sec): 3 clusters
  Score: Raw -1362109.020144 + Penalty 3083.935450 = -1359025.084694
  nChanged 477
		SP:Iteration 7Q (151687.820000 sec): 3 clusters
  Score: Raw -1362284.995169 + Penalty 3083.935450 = -1359201.059719
  nChanged 461
		SP:Iteration 8Q (151688.110000 sec): 3 clusters
  Score: Raw -1362465.578340 + Penalty 3083.935450 = -1359381.642890
  nChanged 441
		SP:Iteration 9Q (151688.410000 sec): 3 clusters
  Score: Raw -1362650.185251 + Penalty 3083.935450 = -1359566.249801
  nChanged 421
		SP:Iteration 10Q (151688.640000 sec): 3 clusters
  Score: Raw -1362830.544751 + Penalty 3083.935450 = -1359746.609302
  nChanged 420
		SP:Iteration 11Q (151688.860000 sec): 3 clusters
  Score: Raw -1363012.080393 + Penalty 3083.935450 = -1359928.144943
  nChanged 411
		SP:Iteration 12Q (151689.110000 sec): 3 clusters
  Score: Raw -1363206.383354 + Penalty 3083.935450 = -1360122.447904
  nChanged 412
		SP:Iteration 13Q (151689.410000 sec): 3 clusters
  Score: Raw -1363400.660384 + Penalty 3083.935450 = -1360316.724934
  nChanged 365
		SP:Iteration 14Q (151689.670000 sec): 3 clusters
  Score: Raw -1363567.919914 + Penalty 3083.935450 = -1360483.984464
  nChanged 331
		SP:Iteration 15Q (151689.910000 sec): 3 clusters
  Score: Raw -1363711.494658 + Penalty 3083.935450 = -1360627.559209
  nChanged 293
		SP:Iteration 16Q (151690.190000 sec): 3 clusters
  Score: Raw -1363821.505832 + Penalty 3083.935450 = -1360737.570382
  nChanged 237
		SP:Iteration 17Q (151690.410000 sec): 3 clusters
  Score: Raw -1363885.651445 + Penalty 3083.935450 = -1360801.715995
  nChanged 171
		SP:Iteration 18Q (151690.700000 sec): 3 clusters
  Score: Raw -1363931.120919 + Penalty 3083.935450 = -1360847.185470
  nChanged 165
		SP:Iteration 19Q (151690.970000 sec): 3 clusters
  Score: Raw -1363977.652108 + Penalty 3083.935450 = -1360893.716658
  nChanged 162
		SP:Iteration 20F (151691.230000 sec): 3 clusters
  Score: Raw -1364020.593106 + Penalty 3083.935450 = -1360936.657657
  nChanged 131
		SP:Iteration 21Q (151691.490000 sec): 3 clusters
  Score: Raw -1364052.146690 + Penalty 3083.935450 = -1360968.211240
  nChanged 132
		SP:Iteration 22Q (151691.730000 sec): 3 clusters
  Score: Raw -1364084.055532 + Penalty 3083.935450 = -1361000.120083
  nChanged 129
		SP:Iteration 23Q (151691.990000 sec): 3 clusters
  Score: Raw -1364114.679720 + Penalty 3083.935450 = -1361030.744271
  nChanged 120
		SP:Iteration 24Q (151692.220000 sec): 3 clusters
  Score: Raw -1364139.583833 + Penalty 3083.935450 = -1361055.648383
  nChanged 99
		SP:Iteration 25Q (151692.540000 sec): 3 clusters
  Score: Raw -1364162.172062 + Penalty 3083.935450 = -1361078.236612
  nChanged 111
		SP:Iteration 26Q (151692.760000 sec): 3 clusters
  Score: Raw -1364189.786042 + Penalty 3083.935450 = -1361105.850592
  nChanged 112
		SP:Iteration 27Q (151693.070000 sec): 3 clusters
  Score: Raw -1364212.941320 + Penalty 3083.935450 = -1361129.005870
  nChanged 103
		SP:Iteration 28Q (151693.290000 sec): 3 clusters
  Score: Raw -1364235.661657 + Penalty 3083.935450 = -1361151.726207
  nChanged 92
		SP:Iteration 29Q (151693.560000 sec): 3 clusters
  Score: Raw -1364254.624827 + Penalty 3083.935450 = -1361170.689378
  nChanged 98
		SP:Iteration 30Q (151693.830000 sec): 3 clusters
  Score: Raw -1364276.840430 + Penalty 3083.935450 = -1361192.904980
  nChanged 92
		SP:Iteration 31Q (151694.080000 sec): 3 clusters
  Score: Raw -1364297.044627 + Penalty 3083.935450 = -1361213.109177
  nChanged 94
		SP:Iteration 32Q (151694.300000 sec): 3 clusters
  Score: Raw -1364318.089421 + Penalty 3083.935450 = -1361234.153972
  nChanged 98
		SP:Iteration 33Q (151694.530000 sec): 3 clusters
  Score: Raw -1364338.346441 + Penalty 3083.935450 = -1361254.410992
  nChanged 91
		SP:Iteration 34Q (151694.780000 sec): 3 clusters
  Score: Raw -1364356.762111 + Penalty 3083.935450 = -1361272.826662
  nChanged 95
		SP:Iteration 35Q (151694.970000 sec): 3 clusters
  Score: Raw -1364376.860678 + Penalty 3083.935450 = -1361292.925228
  nChanged 98
		SP:Iteration 36Q (151695.240000 sec): 3 clusters
  Score: Raw -1364402.080864 + Penalty 3083.935450 = -1361318.145414
  nChanged 106
		SP:Iteration 37Q (151695.470000 sec): 3 clusters
  Score: Raw -1364427.278055 + Penalty 3083.935450 = -1361343.342605
  nChanged 105
		SP:Iteration 38Q (151695.740000 sec): 3 clusters
  Score: Raw -1364452.823590 + Penalty 3083.935450 = -1361368.888141
  nChanged 103
		SP:Iteration 39Q (151695.960000 sec): 3 clusters
  Score: Raw -1364478.906145 + Penalty 3083.935450 = -1361394.970696
  nChanged 105
		SP:Iteration 40F (151696.210000 sec): 3 clusters
  Score: Raw -1364501.429949 + Penalty 3083.935450 = -1361417.494500
  nChanged 98
		SP:Iteration 41Q (151696.430000 sec): 3 clusters
  Score: Raw -1364524.241815 + Penalty 3083.935450 = -1361440.306365
  nChanged 108
		SP:Iteration 42Q (151696.640000 sec): 3 clusters
  Score: Raw -1364554.629534 + Penalty 3083.935450 = -1361470.694084
  nChanged 104
		SP:Iteration 43Q (151696.900000 sec): 3 clusters
  Score: Raw -1364586.776398 + Penalty 3083.935450 = -1361502.840949
  nChanged 125
		SP:Iteration 44Q (151697.130000 sec): 3 clusters
  Score: Raw -1364631.024904 + Penalty 3083.935450 = -1361547.089454
  nChanged 114
		SP:Iteration 45Q (151697.400000 sec): 3 clusters
  Score: Raw -1364677.631563 + Penalty 3083.935450 = -1361593.696114
  nChanged 136
		SP:Iteration 46Q (151697.670000 sec): 3 clusters
  Score: Raw -1364735.539766 + Penalty 3083.935450 = -1361651.604316
  nChanged 163
		SP:Iteration 47Q (151697.970000 sec): 3 clusters
  Score: Raw -1364809.930618 + Penalty 3083.935450 = -1361725.995169
  nChanged 189
		SP:Iteration 48Q (151698.190000 sec): 3 clusters
  Score: Raw -1364912.579030 + Penalty 3083.935450 = -1361828.643581
  nChanged 233
		SP:Iteration 49Q (151698.490000 sec): 3 clusters
  Score: Raw -1365058.322044 + Penalty 3083.935450 = -1361974.386594
  nChanged 225
		SP:Iteration 50Q (151698.700000 sec): 3 clusters
  Score: Raw -1365220.888240 + Penalty 3083.935450 = -1362136.952791
  nChanged 237
		SP:Iteration 51Q (151698.910000 sec): 3 clusters
  Score: Raw -1365399.823455 + Penalty 3083.935450 = -1362315.888005
  nChanged 222
		SP:Iteration 52Q (151699.140000 sec): 3 clusters
  Score: Raw -1365576.001146 + Penalty 3083.935450 = -1362492.065697
  nChanged 206
		SP:Iteration 53Q (151699.350000 sec): 3 clusters
  Score: Raw -1365716.300459 + Penalty 3083.935450 = -1362632.365010
  nChanged 197
		SP:Iteration 54Q (151699.620000 sec): 3 clusters
  Score: Raw -1365835.478427 + Penalty 3083.935450 = -1362751.542978
  nChanged 166
		SP:Iteration 55Q (151699.890000 sec): 3 clusters
  Score: Raw -1365924.737933 + Penalty 3083.935450 = -1362840.802483
  nChanged 138
		SP:Iteration 56Q (151700.190000 sec): 3 clusters
  Score: Raw -1365987.346769 + Penalty 3083.935450 = -1362903.411320
  nChanged 112
		SP:Iteration 57Q (151700.460000 sec): 3 clusters
  Score: Raw -1366032.882806 + Penalty 3083.935450 = -1362948.947357
  nChanged 97
		SP:Iteration 58Q (151700.740000 sec): 3 clusters
  Score: Raw -1366072.226236 + Penalty 3083.935450 = -1362988.290787
  nChanged 77
		SP:Iteration 59Q (151700.980000 sec): 3 clusters
  Score: Raw -1366100.362693 + Penalty 3083.935450 = -1363016.427243
  nChanged 69
		SP:Iteration 60F (151701.230000 sec): 3 clusters
  Score: Raw -1366119.256220 + Penalty 3083.935450 = -1363035.320771
  nChanged 42
		SP:Iteration 61Q (151701.510000 sec): 3 clusters
  Score: Raw -1366131.507161 + Penalty 3083.935450 = -1363047.571711
  nChanged 38
		SP:Iteration 62Q (151701.800000 sec): 3 clusters
  Score: Raw -1366141.578116 + Penalty 3083.935450 = -1363057.642666
  nChanged 36
		SP:Iteration 63Q (151702.030000 sec): 3 clusters
  Score: Raw -1366152.171204 + Penalty 3083.935450 = -1363068.235754
  nChanged 33
		SP:Iteration 64Q (151702.300000 sec): 3 clusters
  Score: Raw -1366162.449803 + Penalty 3083.935450 = -1363078.514353
  nChanged 31
		SP:Iteration 65Q (151702.570000 sec): 3 clusters
  Score: Raw -1366172.263638 + Penalty 3083.935450 = -1363088.328189
  nChanged 32
		SP:Iteration 66Q (151702.810000 sec): 3 clusters
  Score: Raw -1366182.692405 + Penalty 3083.935450 = -1363098.756956
  nChanged 30
		SP:Iteration 67Q (151703.100000 sec): 3 clusters
  Score: Raw -1366190.887052 + Penalty 3083.935450 = -1363106.951603
  nChanged 26
		SP:Iteration 68Q (151703.330000 sec): 3 clusters
  Score: Raw -1366199.768132 + Penalty 3083.935450 = -1363115.832683
  nChanged 26
		SP:Iteration 69Q (151703.620000 sec): 3 clusters
  Score: Raw -1366208.874548 + Penalty 3083.935450 = -1363124.939099
  nChanged 29
		SP:Iteration 70Q (151703.890000 sec): 3 clusters
  Score: Raw -1366219.916001 + Penalty 3083.935450 = -1363135.980551
  nChanged 34
		SP:Iteration 71Q (151704.150000 sec): 3 clusters
  Score: Raw -1366229.399035 + Penalty 3083.935450 = -1363145.463585
  nChanged 20
		SP:Iteration 72Q (151704.420000 sec): 3 clusters
  Score: Raw -1366234.036028 + Penalty 3083.935450 = -1363150.100579
  nChanged 15
		SP:Iteration 73Q (151704.660000 sec): 3 clusters
  Score: Raw -1366237.504526 + Penalty 3083.935450 = -1363153.569077
  nChanged 9
		SP:Iteration 74Q (151704.890000 sec): 3 clusters
  Score: Raw -1366239.423613 + Penalty 3083.935450 = -1363155.488163
  nChanged 5
		SP:Iteration 75Q (151705.120000 sec): 3 clusters
  Score: Raw -1366240.287265 + Penalty 3083.935450 = -1363156.351815
  nChanged 3
		SP:Iteration 76Q (151705.380000 sec): 3 clusters
  Score: Raw -1366240.998310 + Penalty 3083.935450 = -1363157.062860
  nChanged 2
		SP:Iteration 77Q (151705.640000 sec): 3 clusters
  Score: Raw -1366241.556585 + Penalty 3083.935450 = -1363157.621136
  nChanged 1
		SP:Iteration 78Q (151705.870000 sec): 3 clusters
  Score: Raw -1366241.633368 + Penalty 3083.935450 = -1363157.697918
  nChanged 0
		SP:Iteration 79F (151706.120000 sec): 3 clusters
  Score: Raw -1366241.633368 + Penalty 3083.935450 = -1363157.697918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151706.220000 sec): 2 clusters
  Score: Raw -101414.690718 + Penalty 1137.554350 = -100277.136368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151706.410000 sec): 3 clusters
  Score: Raw -101059.267751 + Penalty 2275.108700 = -98784.159052
  nChanged 347
		SP:Iteration 1F (151706.620000 sec): 3 clusters
  Score: Raw -101365.400614 + Penalty 2275.108700 = -99090.291914
  nChanged 95
		SP:Iteration 2F (151706.810000 sec): 3 clusters
  Score: Raw -101472.555595 + Penalty 2275.108700 = -99197.446895
  nChanged 65
		SP:Iteration 3F (151707.010000 sec): 3 clusters
  Score: Raw -101556.670022 + Penalty 2275.108700 = -99281.561322
  nChanged 46
		SP:Iteration 4Q (151707.250000 sec): 3 clusters
  Score: Raw -101622.331007 + Penalty 2275.108700 = -99347.222308
  nChanged 39
		SP:Iteration 5Q (151707.400000 sec): 3 clusters
  Score: Raw -101664.612656 + Penalty 2275.108700 = -99389.503956
  nChanged 37
		SP:Iteration 6Q (151707.620000 sec): 3 clusters
  Score: Raw -101710.922779 + Penalty 2275.108700 = -99435.814079
  nChanged 26
		SP:Iteration 7Q (151707.800000 sec): 3 clusters
  Score: Raw -101751.713418 + Penalty 2275.108700 = -99476.604719
  nChanged 27
		SP:Iteration 8Q (151707.980000 sec): 3 clusters
  Score: Raw -101787.110714 + Penalty 2275.108700 = -99512.002014
  nChanged 23
		SP:Iteration 9Q (151708.140000 sec): 3 clusters
  Score: Raw -101808.930066 + Penalty 2275.108700 = -99533.821366
  nChanged 19
		SP:Iteration 10Q (151708.300000 sec): 3 clusters
  Score: Raw -101831.973052 + Penalty 2275.108700 = -99556.864352
  nChanged 16
		SP:Iteration 11Q (151708.490000 sec): 3 clusters
  Score: Raw -101848.053473 + Penalty 2275.108700 = -99572.944773
  nChanged 9
		SP:Iteration 12Q (151708.710000 sec): 3 clusters
  Score: Raw -101861.363286 + Penalty 2275.108700 = -99586.254587
  nChanged 7
		SP:Iteration 13Q (151708.870000 sec): 3 clusters
  Score: Raw -101871.836595 + Penalty 2275.108700 = -99596.727896
  nChanged 11
		SP:Iteration 14Q (151709.030000 sec): 3 clusters
  Score: Raw -101885.471745 + Penalty 2275.108700 = -99610.363045
  nChanged 15
		SP:Iteration 15Q (151709.230000 sec): 3 clusters
  Score: Raw -101901.274155 + Penalty 2275.108700 = -99626.165456
  nChanged 8
		SP:Iteration 16Q (151709.440000 sec): 3 clusters
  Score: Raw -101910.983478 + Penalty 2275.108700 = -99635.874778
  nChanged 10
		SP:Iteration 17Q (151709.590000 sec): 3 clusters
  Score: Raw -101921.727489 + Penalty 2275.108700 = -99646.618790
  nChanged 7
		SP:Iteration 18Q (151709.790000 sec): 3 clusters
  Score: Raw -101929.774729 + Penalty 2275.108700 = -99654.666029
  nChanged 4
		SP:Iteration 19Q (151709.990000 sec): 3 clusters
  Score: Raw -101937.856041 + Penalty 2275.108700 = -99662.747342
  nChanged 5
		SP:Iteration 20F (151710.160000 sec): 3 clusters
  Score: Raw -101950.389378 + Penalty 2275.108700 = -99675.280679
  nChanged 9
		SP:Iteration 21Q (151710.390000 sec): 3 clusters
  Score: Raw -101994.541788 + Penalty 2275.108700 = -99719.433089
  nChanged 17
		SP:Iteration 22Q (151710.560000 sec): 3 clusters
  Score: Raw -102016.730021 + Penalty 2275.108700 = -99741.621321
  nChanged 15
		SP:Iteration 23Q (151710.770000 sec): 3 clusters
  Score: Raw -102034.930292 + Penalty 2275.108700 = -99759.821593
  nChanged 12
		SP:Iteration 24Q (151711.020000 sec): 3 clusters
  Score: Raw -102050.097131 + Penalty 2275.108700 = -99774.988432
  nChanged 10
		SP:Iteration 25Q (151711.220000 sec): 3 clusters
  Score: Raw -102063.665003 + Penalty 2275.108700 = -99788.556303
  nChanged 11
		SP:Iteration 26Q (151711.440000 sec): 3 clusters
  Score: Raw -102076.632737 + Penalty 2275.108700 = -99801.524038
  nChanged 6
		SP:Iteration 27Q (151711.670000 sec): 3 clusters
  Score: Raw -102081.911686 + Penalty 2275.108700 = -99806.802987
  nChanged 8
		SP:Iteration 28Q (151711.920000 sec): 3 clusters
  Score: Raw -102086.984656 + Penalty 2275.108700 = -99811.875956
  nChanged 3
		SP:Iteration 29Q (151712.090000 sec): 3 clusters
  Score: Raw -102088.845581 + Penalty 2275.108700 = -99813.736881
  nChanged 2
		SP:Iteration 30Q (151712.250000 sec): 3 clusters
  Score: Raw -102090.633591 + Penalty 2275.108700 = -99815.524891
  nChanged 3
		SP:Iteration 31Q (151712.460000 sec): 3 clusters
  Score: Raw -102093.941439 + Penalty 2275.108700 = -99818.832740
  nChanged 6
		SP:Iteration 32Q (151712.670000 sec): 3 clusters
  Score: Raw -102101.804801 + Penalty 2275.108700 = -99826.696101
  nChanged 5
		SP:Iteration 33Q (151712.860000 sec): 3 clusters
  Score: Raw -102107.239836 + Penalty 2275.108700 = -99832.131137
  nChanged 5
		SP:Iteration 34Q (151713.080000 sec): 3 clusters
  Score: Raw -102112.384041 + Penalty 2275.108700 = -99837.275342
  nChanged 6
		SP:Iteration 35Q (151713.300000 sec): 3 clusters
  Score: Raw -102118.906809 + Penalty 2275.108700 = -99843.798109
  nChanged 5
		SP:Iteration 36Q (151713.500000 sec): 3 clusters
  Score: Raw -102124.740774 + Penalty 2275.108700 = -99849.632074
  nChanged 5
		SP:Iteration 37Q (151713.710000 sec): 3 clusters
  Score: Raw -102129.283443 + Penalty 2275.108700 = -99854.174743
  nChanged 4
		SP:Iteration 38Q (151713.870000 sec): 3 clusters
  Score: Raw -102132.205674 + Penalty 2275.108700 = -99857.096974
  nChanged 3
		SP:Iteration 39Q (151714.050000 sec): 3 clusters
  Score: Raw -102134.074528 + Penalty 2275.108700 = -99858.965828
  nChanged 2
		SP:Iteration 40F (151714.230000 sec): 3 clusters
  Score: Raw -102135.316917 + Penalty 2275.108700 = -99860.208217
  nChanged 1
		SP:Iteration 41Q (151714.420000 sec): 3 clusters
  Score: Raw -102135.798275 + Penalty 2275.108700 = -99860.689576
  nChanged 1
		SP:Iteration 42Q (151714.630000 sec): 3 clusters
  Score: Raw -102138.891769 + Penalty 2275.108700 = -99863.783069
  nChanged 2
		SP:Iteration 43Q (151714.850000 sec): 3 clusters
  Score: Raw -102139.907725 + Penalty 2275.108700 = -99864.799025
  nChanged 0
		SP:Iteration 44F (151714.990000 sec): 3 clusters
  Score: Raw -102139.907725 + Penalty 2275.108700 = -99864.799025
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151715.200000 sec): 2 clusters
  Score: Raw -2330240.388068 + Penalty 1627.478534 = -2328612.909534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151715.500000 sec): 3 clusters
  Score: Raw -2316611.720141 + Penalty 3254.957068 = -2313356.763073
  nChanged 10250
		SP:Iteration 1F (151715.840000 sec): 3 clusters
  Score: Raw -2322317.825701 + Penalty 3254.957068 = -2319062.868633
  nChanged 1213
		SP:Iteration 2F (151716.130000 sec): 3 clusters
  Score: Raw -2322839.097184 + Penalty 3254.957068 = -2319584.140117
  nChanged 1270
		SP:Iteration 3F (151716.470000 sec): 3 clusters
  Score: Raw -2323433.491751 + Penalty 3254.957068 = -2320178.534684
  nChanged 1271
		SP:Iteration 4F (151716.750000 sec): 3 clusters
  Score: Raw -2324065.716242 + Penalty 3254.957068 = -2320810.759174
  nChanged 1272
		SP:Iteration 5F (151717.070000 sec): 3 clusters
  Score: Raw -2324736.857915 + Penalty 3254.957068 = -2321481.900848
  nChanged 1235
		SP:Iteration 6F (151717.350000 sec): 3 clusters
  Score: Raw -2325440.823289 + Penalty 3254.957068 = -2322185.866221
  nChanged 1197
		SP:Iteration 7F (151717.650000 sec): 3 clusters
  Score: Raw -2326162.340322 + Penalty 3254.957068 = -2322907.383254
  nChanged 1092
		SP:Iteration 8Q (151717.920000 sec): 3 clusters
  Score: Raw -2326882.632484 + Penalty 3254.957068 = -2323627.675417
  nChanged 944
		SP:Iteration 9Q (151718.230000 sec): 3 clusters
  Score: Raw -2327561.258937 + Penalty 3254.957068 = -2324306.301869
  nChanged 787
		SP:Iteration 10Q (151718.520000 sec): 3 clusters
  Score: Raw -2328121.897411 + Penalty 3254.957068 = -2324866.940343
  nChanged 656
		SP:Iteration 11Q (151718.770000 sec): 3 clusters
  Score: Raw -2328493.241405 + Penalty 3254.957068 = -2325238.284338
  nChanged 493
		SP:Iteration 12Q (151719.080000 sec): 3 clusters
  Score: Raw -2328716.440974 + Penalty 3254.957068 = -2325461.483906
  nChanged 379
		SP:Iteration 13Q (151719.350000 sec): 3 clusters
  Score: Raw -2328870.080373 + Penalty 3254.957068 = -2325615.123305
  nChanged 351
		SP:Iteration 14Q (151719.620000 sec): 3 clusters
  Score: Raw -2328999.959653 + Penalty 3254.957068 = -2325745.002585
  nChanged 304
		SP:Iteration 15Q (151719.890000 sec): 3 clusters
  Score: Raw -2329108.037468 + Penalty 3254.957068 = -2325853.080400
  nChanged 284
		SP:Iteration 16Q (151720.180000 sec): 3 clusters
  Score: Raw -2329203.420719 + Penalty 3254.957068 = -2325948.463651
  nChanged 252
		SP:Iteration 17Q (151720.430000 sec): 3 clusters
  Score: Raw -2329297.120880 + Penalty 3254.957068 = -2326042.163813
  nChanged 276
		SP:Iteration 18Q (151720.750000 sec): 3 clusters
  Score: Raw -2329408.744679 + Penalty 3254.957068 = -2326153.787611
  nChanged 241
		SP:Iteration 19Q (151721.040000 sec): 3 clusters
  Score: Raw -2329498.201476 + Penalty 3254.957068 = -2326243.244408
  nChanged 227
		SP:Iteration 20F (151721.320000 sec): 3 clusters
  Score: Raw -2329582.984479 + Penalty 3254.957068 = -2326328.027412
  nChanged 235
		SP:Iteration 21Q (151721.580000 sec): 3 clusters
  Score: Raw -2329676.197314 + Penalty 3254.957068 = -2326421.240246
  nChanged 213
		SP:Iteration 22Q (151721.920000 sec): 3 clusters
  Score: Raw -2329769.660206 + Penalty 3254.957068 = -2326514.703138
  nChanged 210
		SP:Iteration 23Q (151722.200000 sec): 3 clusters
  Score: Raw -2329860.313966 + Penalty 3254.957068 = -2326605.356899
  nChanged 188
		SP:Iteration 24Q (151722.460000 sec): 3 clusters
  Score: Raw -2329934.985448 + Penalty 3254.957068 = -2326680.028381
  nChanged 161
		SP:Iteration 25Q (151722.740000 sec): 3 clusters
  Score: Raw -2329999.558952 + Penalty 3254.957068 = -2326744.601884
  nChanged 166
		SP:Iteration 26Q (151723.040000 sec): 3 clusters
  Score: Raw -2330065.166472 + Penalty 3254.957068 = -2326810.209404
  nChanged 132
		SP:Iteration 27Q (151723.340000 sec): 3 clusters
  Score: Raw -2330122.068618 + Penalty 3254.957068 = -2326867.111550
  nChanged 123
		SP:Iteration 28Q (151723.610000 sec): 3 clusters
  Score: Raw -2330172.575498 + Penalty 3254.957068 = -2326917.618430
  nChanged 87
		SP:Iteration 29Q (151723.880000 sec): 3 clusters
  Score: Raw -2330208.810730 + Penalty 3254.957068 = -2326953.853662
  nChanged 91
		SP:Iteration 30Q (151724.130000 sec): 3 clusters
  Score: Raw -2330243.962209 + Penalty 3254.957068 = -2326989.005141
  nChanged 72
		SP:Iteration 31Q (151724.410000 sec): 3 clusters
  Score: Raw -2330270.685644 + Penalty 3254.957068 = -2327015.728576
  nChanged 72
		SP:Iteration 32Q (151724.650000 sec): 3 clusters
  Score: Raw -2330299.022946 + Penalty 3254.957068 = -2327044.065879
  nChanged 64
		SP:Iteration 33Q (151724.960000 sec): 3 clusters
  Score: Raw -2330322.731063 + Penalty 3254.957068 = -2327067.773996
  nChanged 57
		SP:Iteration 34Q (151725.160000 sec): 3 clusters
  Score: Raw -2330343.534481 + Penalty 3254.957068 = -2327088.577413
  nChanged 64
		SP:Iteration 35Q (151725.460000 sec): 3 clusters
  Score: Raw -2330366.790792 + Penalty 3254.957068 = -2327111.833724
  nChanged 55
		SP:Iteration 36Q (151725.700000 sec): 3 clusters
  Score: Raw -2330388.265643 + Penalty 3254.957068 = -2327133.308575
  nChanged 47
		SP:Iteration 37Q (151725.930000 sec): 3 clusters
  Score: Raw -2330405.119362 + Penalty 3254.957068 = -2327150.162295
  nChanged 26
		SP:Iteration 38Q (151726.180000 sec): 3 clusters
  Score: Raw -2330415.516738 + Penalty 3254.957068 = -2327160.559671
  nChanged 35
		SP:Iteration 39Q (151726.370000 sec): 3 clusters
  Score: Raw -2330428.425672 + Penalty 3254.957068 = -2327173.468604
  nChanged 30
		SP:Iteration 40F (151726.560000 sec): 3 clusters
  Score: Raw -2330440.465966 + Penalty 3254.957068 = -2327185.508899
  nChanged 32
		SP:Iteration 41Q (151726.760000 sec): 3 clusters
  Score: Raw -2330455.296838 + Penalty 3254.957068 = -2327200.339770
  nChanged 26
		SP:Iteration 42Q (151726.950000 sec): 3 clusters
  Score: Raw -2330464.163471 + Penalty 3254.957068 = -2327209.206403
  nChanged 20
		SP:Iteration 43Q (151727.220000 sec): 3 clusters
  Score: Raw -2330470.158323 + Penalty 3254.957068 = -2327215.201256
  nChanged 21
		SP:Iteration 44Q (151727.460000 sec): 3 clusters
  Score: Raw -2330477.872410 + Penalty 3254.957068 = -2327222.915342
  nChanged 21
		SP:Iteration 45Q (151727.780000 sec): 3 clusters
  Score: Raw -2330484.266895 + Penalty 3254.957068 = -2327229.309827
  nChanged 15
		SP:Iteration 46Q (151728.120000 sec): 3 clusters
  Score: Raw -2330488.079947 + Penalty 3254.957068 = -2327233.122880
  nChanged 12
		SP:Iteration 47Q (151728.500000 sec): 3 clusters
  Score: Raw -2330491.294776 + Penalty 3254.957068 = -2327236.337708
  nChanged 7
		SP:Iteration 48Q (151728.770000 sec): 3 clusters
  Score: Raw -2330492.793058 + Penalty 3254.957068 = -2327237.835991
  nChanged 3
		SP:Iteration 49Q (151729.040000 sec): 3 clusters
  Score: Raw -2330493.246373 + Penalty 3254.957068 = -2327238.289305
  nChanged 2
		SP:Iteration 50Q (151729.330000 sec): 3 clusters
  Score: Raw -2330493.724606 + Penalty 3254.957068 = -2327238.767538
  nChanged 0
		SP:Iteration 51F (151729.620000 sec): 3 clusters
  Score: Raw -2330493.724606 + Penalty 3254.957068 = -2327238.767538
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151729.730000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151729.900000 sec): 3 clusters
  Score: Raw -21803.396534 + Penalty 1779.850654 = -20023.545879
  nChanged 45
		SP:Iteration 1F (151730.080000 sec): 3 clusters
  Score: Raw -21927.711054 + Penalty 1779.850654 = -20147.860399
  nChanged 6
		SP:Iteration 2Q (151730.280000 sec): 3 clusters
  Score: Raw -21943.318386 + Penalty 1779.850654 = -20163.467731
  nChanged 4
		SP:Iteration 3Q (151730.470000 sec): 3 clusters
  Score: Raw -21947.943409 + Penalty 1779.850654 = -20168.092755
  nChanged 0
		SP:Iteration 4F (151730.690000 sec): 3 clusters
  Score: Raw -21947.943409 + Penalty 1779.850654 = -20168.092755
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151730.930000 sec): 2 clusters
  Score: Raw -3934513.631419 + Penalty 1702.458561 = -3932811.172858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151731.280000 sec): 3 clusters
  Score: Raw -3912306.199204 + Penalty 3404.917121 = -3908901.282083
  nChanged 16542
		SP:Iteration 1F (151731.660000 sec): 3 clusters
  Score: Raw -3921424.359193 + Penalty 3404.917121 = -3918019.442071
  nChanged 1337
		SP:Iteration 2Q (151732.030000 sec): 3 clusters
  Score: Raw -3921789.423233 + Penalty 3404.917121 = -3918384.506112
  nChanged 1238
		SP:Iteration 3Q (151732.420000 sec): 3 clusters
  Score: Raw -3922133.689462 + Penalty 3404.917121 = -3918728.772341
  nChanged 1258
		SP:Iteration 4Q (151732.790000 sec): 3 clusters
  Score: Raw -3922488.155832 + Penalty 3404.917121 = -3919083.238710
  nChanged 1238
		SP:Iteration 5Q (151733.280000 sec): 3 clusters
  Score: Raw -3922885.895955 + Penalty 3404.917121 = -3919480.978833
  nChanged 1345
		SP:Iteration 6Q (151733.680000 sec): 3 clusters
  Score: Raw -3923423.150533 + Penalty 3404.917121 = -3920018.233412
  nChanged 1637
		SP:Iteration 7Q (151734.080000 sec): 3 clusters
  Score: Raw -3924295.447411 + Penalty 3404.917121 = -3920890.530289
  nChanged 1994
		SP:Iteration 8F (151734.390000 sec): 3 clusters
  Score: Raw -3925522.344257 + Penalty 3404.917121 = -3922117.427135
  nChanged 2269
		SP:Iteration 9F (151734.790000 sec): 3 clusters
  Score: Raw -3927155.743095 + Penalty 3404.917121 = -3923750.825973
  nChanged 2289
		SP:Iteration 10F (151735.180000 sec): 3 clusters
  Score: Raw -3928935.627432 + Penalty 3404.917121 = -3925530.710311
  nChanged 2021
		SP:Iteration 11F (151735.570000 sec): 3 clusters
  Score: Raw -3930565.607078 + Penalty 3404.917121 = -3927160.689957
  nChanged 1580
		SP:Iteration 12Q (151735.940000 sec): 3 clusters
  Score: Raw -3931854.933138 + Penalty 3404.917121 = -3928450.016017
  nChanged 1201
		SP:Iteration 13Q (151736.260000 sec): 3 clusters
  Score: Raw -3932793.831824 + Penalty 3404.917121 = -3929388.914703
  nChanged 813
		SP:Iteration 14Q (151736.640000 sec): 3 clusters
  Score: Raw -3933441.442648 + Penalty 3404.917121 = -3930036.525527
  nChanged 607
		SP:Iteration 15Q (151736.990000 sec): 3 clusters
  Score: Raw -3933929.009230 + Penalty 3404.917121 = -3930524.092109
  nChanged 406
		SP:Iteration 16Q (151737.300000 sec): 3 clusters
  Score: Raw -3934252.543591 + Penalty 3404.917121 = -3930847.626470
  nChanged 210
		SP:Iteration 17Q (151737.660000 sec): 3 clusters
  Score: Raw -3934433.917052 + Penalty 3404.917121 = -3931028.999931
  nChanged 119
		SP:Iteration 18Q (151738.030000 sec): 3 clusters
  Score: Raw -3934534.767824 + Penalty 3404.917121 = -3931129.850703
  nChanged 76
		SP:Iteration 19Q (151738.330000 sec): 3 clusters
  Score: Raw -3934603.929200 + Penalty 3404.917121 = -3931199.012079
  nChanged 49
		SP:Iteration 20F (151738.700000 sec): 3 clusters
  Score: Raw -3934646.073270 + Penalty 3404.917121 = -3931241.156148
  nChanged 30
		SP:Iteration 21Q (151739.040000 sec): 3 clusters
  Score: Raw -3934674.159176 + Penalty 3404.917121 = -3931269.242055
  nChanged 22
		SP:Iteration 22Q (151739.340000 sec): 3 clusters
  Score: Raw -3934695.962784 + Penalty 3404.917121 = -3931291.045663
  nChanged 21
		SP:Iteration 23Q (151739.700000 sec): 3 clusters
  Score: Raw -3934717.260733 + Penalty 3404.917121 = -3931312.343611
  nChanged 20
		SP:Iteration 24Q (151740.010000 sec): 3 clusters
  Score: Raw -3934736.917179 + Penalty 3404.917121 = -3931332.000058
  nChanged 17
		SP:Iteration 25Q (151740.320000 sec): 3 clusters
  Score: Raw -3934754.984424 + Penalty 3404.917121 = -3931350.067303
  nChanged 11
		SP:Iteration 26Q (151740.630000 sec): 3 clusters
  Score: Raw -3934765.992514 + Penalty 3404.917121 = -3931361.075393
  nChanged 12
		SP:Iteration 27Q (151740.910000 sec): 3 clusters
  Score: Raw -3934777.438057 + Penalty 3404.917121 = -3931372.520936
  nChanged 4
		SP:Iteration 28Q (151741.260000 sec): 3 clusters
  Score: Raw -3934781.354601 + Penalty 3404.917121 = -3931376.437480
  nChanged 2
		SP:Iteration 29Q (151741.560000 sec): 3 clusters
  Score: Raw -3934783.734648 + Penalty 3404.917121 = -3931378.817527
  nChanged 2
		SP:Iteration 30Q (151741.900000 sec): 3 clusters
  Score: Raw -3934786.281370 + Penalty 3404.917121 = -3931381.364249
  nChanged 4
		SP:Iteration 31Q (151742.250000 sec): 3 clusters
  Score: Raw -3934789.449630 + Penalty 3404.917121 = -3931384.532509
  nChanged 2
		SP:Iteration 32Q (151742.580000 sec): 3 clusters
  Score: Raw -3934790.644717 + Penalty 3404.917121 = -3931385.727596
  nChanged 2
		SP:Iteration 33Q (151742.920000 sec): 3 clusters
  Score: Raw -3934792.006400 + Penalty 3404.917121 = -3931387.089279
  nChanged 1
		SP:Iteration 34Q (151743.210000 sec): 3 clusters
  Score: Raw -3934793.328448 + Penalty 3404.917121 = -3931388.411327
  nChanged 0
		SP:Iteration 35F (151743.600000 sec): 3 clusters
  Score: Raw -3934793.328448 + Penalty 3404.917121 = -3931388.411327
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151743.740000 sec): 2 clusters
  Score: Raw -1045462.574445 + Penalty 1510.041863 = -1043952.532582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151744.070000 sec): 3 clusters
  Score: Raw -1039304.464360 + Penalty 3020.083726 = -1036284.380634
  nChanged 4717
		SP:Iteration 1F (151744.290000 sec): 3 clusters
  Score: Raw -1042269.017331 + Penalty 3020.083726 = -1039248.933605
  nChanged 805
		SP:Iteration 2F (151744.590000 sec): 3 clusters
  Score: Raw -1042699.226673 + Penalty 3020.083726 = -1039679.142946
  nChanged 681
		SP:Iteration 3F (151744.860000 sec): 3 clusters
  Score: Raw -1043084.865814 + Penalty 3020.083726 = -1040064.782087
  nChanged 620
		SP:Iteration 4F (151745.070000 sec): 3 clusters
  Score: Raw -1043478.654314 + Penalty 3020.083726 = -1040458.570588
  nChanged 577
		SP:Iteration 5F (151745.320000 sec): 3 clusters
  Score: Raw -1043846.670362 + Penalty 3020.083726 = -1040826.586635
  nChanged 556
		SP:Iteration 6F (151745.620000 sec): 3 clusters
  Score: Raw -1044168.451816 + Penalty 3020.083726 = -1041148.368089
  nChanged 484
		SP:Iteration 7Q (151745.850000 sec): 3 clusters
  Score: Raw -1044431.307978 + Penalty 3020.083726 = -1041411.224251
  nChanged 422
		SP:Iteration 8Q (151746.100000 sec): 3 clusters
  Score: Raw -1044641.222513 + Penalty 3020.083726 = -1041621.138786
  nChanged 364
		SP:Iteration 9Q (151746.330000 sec): 3 clusters
  Score: Raw -1044804.680482 + Penalty 3020.083726 = -1041784.596756
  nChanged 296
		SP:Iteration 10Q (151746.550000 sec): 3 clusters
  Score: Raw -1044945.844839 + Penalty 3020.083726 = -1041925.761113
  nChanged 233
		SP:Iteration 11Q (151746.790000 sec): 3 clusters
  Score: Raw -1045058.849219 + Penalty 3020.083726 = -1042038.765493
  nChanged 227
		SP:Iteration 12Q (151747.050000 sec): 3 clusters
  Score: Raw -1045191.269981 + Penalty 3020.083726 = -1042171.186254
  nChanged 243
		SP:Iteration 13Q (151747.270000 sec): 3 clusters
  Score: Raw -1045332.015840 + Penalty 3020.083726 = -1042311.932113
  nChanged 203
		SP:Iteration 14Q (151747.530000 sec): 3 clusters
  Score: Raw -1045436.602616 + Penalty 3020.083726 = -1042416.518889
  nChanged 193
		SP:Iteration 15Q (151747.780000 sec): 3 clusters
  Score: Raw -1045524.101787 + Penalty 3020.083726 = -1042504.018060
  nChanged 156
		SP:Iteration 16Q (151748.010000 sec): 3 clusters
  Score: Raw -1045587.325783 + Penalty 3020.083726 = -1042567.242056
  nChanged 123
		SP:Iteration 17Q (151748.250000 sec): 3 clusters
  Score: Raw -1045629.243432 + Penalty 3020.083726 = -1042609.159706
  nChanged 109
		SP:Iteration 18Q (151748.500000 sec): 3 clusters
  Score: Raw -1045660.645907 + Penalty 3020.083726 = -1042640.562181
  nChanged 86
		SP:Iteration 19Q (151748.780000 sec): 3 clusters
  Score: Raw -1045688.164824 + Penalty 3020.083726 = -1042668.081097
  nChanged 88
		SP:Iteration 20F (151748.990000 sec): 3 clusters
  Score: Raw -1045717.724108 + Penalty 3020.083726 = -1042697.640382
  nChanged 90
		SP:Iteration 21Q (151749.230000 sec): 3 clusters
  Score: Raw -1045746.901121 + Penalty 3020.083726 = -1042726.817395
  nChanged 69
		SP:Iteration 22Q (151749.450000 sec): 3 clusters
  Score: Raw -1045772.082275 + Penalty 3020.083726 = -1042751.998549
  nChanged 59
		SP:Iteration 23Q (151749.650000 sec): 3 clusters
  Score: Raw -1045790.979019 + Penalty 3020.083726 = -1042770.895292
  nChanged 60
		SP:Iteration 24Q (151749.870000 sec): 3 clusters
  Score: Raw -1045807.660016 + Penalty 3020.083726 = -1042787.576290
  nChanged 53
		SP:Iteration 25Q (151750.110000 sec): 3 clusters
  Score: Raw -1045823.684958 + Penalty 3020.083726 = -1042803.601231
  nChanged 51
		SP:Iteration 26Q (151750.330000 sec): 3 clusters
  Score: Raw -1045842.101829 + Penalty 3020.083726 = -1042822.018103
  nChanged 46
		SP:Iteration 27Q (151750.540000 sec): 3 clusters
  Score: Raw -1045855.798991 + Penalty 3020.083726 = -1042835.715265
  nChanged 53
		SP:Iteration 28Q (151750.770000 sec): 3 clusters
  Score: Raw -1045868.922232 + Penalty 3020.083726 = -1042848.838505
  nChanged 39
		SP:Iteration 29Q (151750.970000 sec): 3 clusters
  Score: Raw -1045878.981513 + Penalty 3020.083726 = -1042858.897786
  nChanged 42
		SP:Iteration 30Q (151751.180000 sec): 3 clusters
  Score: Raw -1045888.086263 + Penalty 3020.083726 = -1042868.002537
  nChanged 41
		SP:Iteration 31Q (151751.420000 sec): 3 clusters
  Score: Raw -1045899.223712 + Penalty 3020.083726 = -1042879.139985
  nChanged 41
		SP:Iteration 32Q (151751.650000 sec): 3 clusters
  Score: Raw -1045911.796690 + Penalty 3020.083726 = -1042891.712964
  nChanged 57
		SP:Iteration 33Q (151751.850000 sec): 3 clusters
  Score: Raw -1045929.938745 + Penalty 3020.083726 = -1042909.855019
  nChanged 48
		SP:Iteration 34Q (151752.070000 sec): 3 clusters
  Score: Raw -1045946.832745 + Penalty 3020.083726 = -1042926.749019
  nChanged 55
		SP:Iteration 35Q (151752.280000 sec): 3 clusters
  Score: Raw -1045962.903568 + Penalty 3020.083726 = -1042942.819841
  nChanged 45
		SP:Iteration 36Q (151752.530000 sec): 3 clusters
  Score: Raw -1045973.818976 + Penalty 3020.083726 = -1042953.735250
  nChanged 36
		SP:Iteration 37Q (151752.800000 sec): 3 clusters
  Score: Raw -1045982.937745 + Penalty 3020.083726 = -1042962.854019
  nChanged 37
		SP:Iteration 38Q (151752.980000 sec): 3 clusters
  Score: Raw -1045991.757135 + Penalty 3020.083726 = -1042971.673409
  nChanged 32
		SP:Iteration 39Q (151753.190000 sec): 3 clusters
  Score: Raw -1045999.754187 + Penalty 3020.083726 = -1042979.670460
  nChanged 33
		SP:Iteration 40F (151753.450000 sec): 3 clusters
  Score: Raw -1046007.521710 + Penalty 3020.083726 = -1042987.437984
  nChanged 30
		SP:Iteration 41Q (151753.670000 sec): 3 clusters
  Score: Raw -1046014.734700 + Penalty 3020.083726 = -1042994.650973
  nChanged 30
		SP:Iteration 42Q (151753.870000 sec): 3 clusters
  Score: Raw -1046021.714549 + Penalty 3020.083726 = -1043001.630823
  nChanged 34
		SP:Iteration 43Q (151754.140000 sec): 3 clusters
  Score: Raw -1046030.459720 + Penalty 3020.083726 = -1043010.375994
  nChanged 38
		SP:Iteration 44Q (151754.440000 sec): 3 clusters
  Score: Raw -1046039.779358 + Penalty 3020.083726 = -1043019.695632
  nChanged 33
		SP:Iteration 45Q (151754.660000 sec): 3 clusters
  Score: Raw -1046046.929868 + Penalty 3020.083726 = -1043026.846141
  nChanged 38
		SP:Iteration 46Q (151754.910000 sec): 3 clusters
  Score: Raw -1046055.973953 + Penalty 3020.083726 = -1043035.890226
  nChanged 44
		SP:Iteration 47Q (151755.110000 sec): 3 clusters
  Score: Raw -1046067.565576 + Penalty 3020.083726 = -1043047.481850
  nChanged 38
		SP:Iteration 48Q (151755.340000 sec): 3 clusters
  Score: Raw -1046077.984394 + Penalty 3020.083726 = -1043057.900667
  nChanged 32
		SP:Iteration 49Q (151755.540000 sec): 3 clusters
  Score: Raw -1046086.616248 + Penalty 3020.083726 = -1043066.532522
  nChanged 20
		SP:Iteration 50Q (151755.780000 sec): 3 clusters
  Score: Raw -1046093.291913 + Penalty 3020.083726 = -1043073.208187
  nChanged 30
		SP:Iteration 51Q (151756.020000 sec): 3 clusters
  Score: Raw -1046101.244036 + Penalty 3020.083726 = -1043081.160309
  nChanged 20
		SP:Iteration 52Q (151756.210000 sec): 3 clusters
  Score: Raw -1046106.811132 + Penalty 3020.083726 = -1043086.727406
  nChanged 23
		SP:Iteration 53Q (151756.450000 sec): 3 clusters
  Score: Raw -1046112.512774 + Penalty 3020.083726 = -1043092.429048
  nChanged 30
		SP:Iteration 54Q (151756.680000 sec): 3 clusters
  Score: Raw -1046120.949984 + Penalty 3020.083726 = -1043100.866257
  nChanged 31
		SP:Iteration 55Q (151756.890000 sec): 3 clusters
  Score: Raw -1046129.515087 + Penalty 3020.083726 = -1043109.431361
  nChanged 30
		SP:Iteration 56Q (151757.120000 sec): 3 clusters
  Score: Raw -1046137.953346 + Penalty 3020.083726 = -1043117.869620
  nChanged 35
		SP:Iteration 57Q (151757.310000 sec): 3 clusters
  Score: Raw -1046148.078922 + Penalty 3020.083726 = -1043127.995195
  nChanged 28
		SP:Iteration 58Q (151757.520000 sec): 3 clusters
  Score: Raw -1046155.000087 + Penalty 3020.083726 = -1043134.916361
  nChanged 22
		SP:Iteration 59Q (151757.750000 sec): 3 clusters
  Score: Raw -1046159.758927 + Penalty 3020.083726 = -1043139.675201
  nChanged 17
		SP:Iteration 60F (151757.990000 sec): 3 clusters
  Score: Raw -1046164.311201 + Penalty 3020.083726 = -1043144.227474
  nChanged 23
		SP:Iteration 61Q (151758.200000 sec): 3 clusters
  Score: Raw -1046171.171875 + Penalty 3020.083726 = -1043151.088148
  nChanged 22
		SP:Iteration 62Q (151758.440000 sec): 3 clusters
  Score: Raw -1046175.925536 + Penalty 3020.083726 = -1043155.841810
  nChanged 14
		SP:Iteration 63Q (151758.610000 sec): 3 clusters
  Score: Raw -1046179.913883 + Penalty 3020.083726 = -1043159.830156
  nChanged 19
		SP:Iteration 64Q (151758.810000 sec): 3 clusters
  Score: Raw -1046184.303859 + Penalty 3020.083726 = -1043164.220133
  nChanged 15
		SP:Iteration 65Q (151759.080000 sec): 3 clusters
  Score: Raw -1046187.444446 + Penalty 3020.083726 = -1043167.360720
  nChanged 18
		SP:Iteration 66Q (151759.280000 sec): 3 clusters
  Score: Raw -1046192.083912 + Penalty 3020.083726 = -1043172.000185
  nChanged 19
		SP:Iteration 67Q (151759.500000 sec): 3 clusters
  Score: Raw -1046196.372336 + Penalty 3020.083726 = -1043176.288609
  nChanged 15
		SP:Iteration 68Q (151759.710000 sec): 3 clusters
  Score: Raw -1046201.264284 + Penalty 3020.083726 = -1043181.180557
  nChanged 23
		SP:Iteration 69Q (151759.920000 sec): 3 clusters
  Score: Raw -1046208.480812 + Penalty 3020.083726 = -1043188.397086
  nChanged 22
		SP:Iteration 70Q (151760.190000 sec): 3 clusters
  Score: Raw -1046213.632536 + Penalty 3020.083726 = -1043193.548809
  nChanged 25
		SP:Iteration 71Q (151760.430000 sec): 3 clusters
  Score: Raw -1046219.969438 + Penalty 3020.083726 = -1043199.885711
  nChanged 28
		SP:Iteration 72Q (151760.700000 sec): 3 clusters
  Score: Raw -1046230.221006 + Penalty 3020.083726 = -1043210.137279
  nChanged 25
		SP:Iteration 73Q (151760.960000 sec): 3 clusters
  Score: Raw -1046239.089475 + Penalty 3020.083726 = -1043219.005748
  nChanged 17
		SP:Iteration 74Q (151761.210000 sec): 3 clusters
  Score: Raw -1046244.474536 + Penalty 3020.083726 = -1043224.390809
  nChanged 15
		SP:Iteration 75Q (151761.440000 sec): 3 clusters
  Score: Raw -1046247.892123 + Penalty 3020.083726 = -1043227.808397
  nChanged 11
		SP:Iteration 76Q (151761.690000 sec): 3 clusters
  Score: Raw -1046250.307872 + Penalty 3020.083726 = -1043230.224146
  nChanged 9
		SP:Iteration 77Q (151761.910000 sec): 3 clusters
  Score: Raw -1046252.979725 + Penalty 3020.083726 = -1043232.895998
  nChanged 10
		SP:Iteration 78Q (151762.190000 sec): 3 clusters
  Score: Raw -1046255.431116 + Penalty 3020.083726 = -1043235.347390
  nChanged 9
		SP:Iteration 79Q (151762.390000 sec): 3 clusters
  Score: Raw -1046258.779826 + Penalty 3020.083726 = -1043238.696100
  nChanged 7
		SP:Iteration 80F (151762.650000 sec): 3 clusters
  Score: Raw -1046259.820870 + Penalty 3020.083726 = -1043239.737144
  nChanged 7
		SP:Iteration 81Q (151762.870000 sec): 3 clusters
  Score: Raw -1046261.228309 + Penalty 3020.083726 = -1043241.144582
  nChanged 8
		SP:Iteration 82Q (151763.110000 sec): 3 clusters
  Score: Raw -1046263.560895 + Penalty 3020.083726 = -1043243.477168
  nChanged 6
		SP:Iteration 83Q (151763.340000 sec): 3 clusters
  Score: Raw -1046264.903294 + Penalty 3020.083726 = -1043244.819568
  nChanged 4
		SP:Iteration 84Q (151763.610000 sec): 3 clusters
  Score: Raw -1046265.818525 + Penalty 3020.083726 = -1043245.734799
  nChanged 1
		SP:Iteration 85Q (151763.800000 sec): 3 clusters
  Score: Raw -1046266.084929 + Penalty 3020.083726 = -1043246.001203
  nChanged 2
		SP:Iteration 86Q (151764.020000 sec): 3 clusters
  Score: Raw -1046266.368286 + Penalty 3020.083726 = -1043246.284559
  nChanged 1
		SP:Iteration 87Q (151764.270000 sec): 3 clusters
  Score: Raw -1046266.550766 + Penalty 3020.083726 = -1043246.467040
  nChanged 2
		SP:Iteration 88Q (151764.510000 sec): 3 clusters
  Score: Raw -1046266.778005 + Penalty 3020.083726 = -1043246.694278
  nChanged 1
		SP:Iteration 89Q (151764.760000 sec): 3 clusters
  Score: Raw -1046266.818402 + Penalty 3020.083726 = -1043246.734675
  nChanged 0
		SP:Iteration 90F (151765.000000 sec): 3 clusters
  Score: Raw -1046266.818402 + Penalty 3020.083726 = -1043246.734675
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151765.180000 sec): 2 clusters
  Score: Raw -2001362.779374 + Penalty 1604.031709 = -1999758.747665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151765.480000 sec): 3 clusters
  Score: Raw -1989782.829763 + Penalty 3208.063417 = -1986574.766346
  nChanged 8760
		SP:Iteration 1F (151765.780000 sec): 3 clusters
  Score: Raw -1994558.398163 + Penalty 3208.063417 = -1991350.334745
  nChanged 1034
		SP:Iteration 2F (151766.030000 sec): 3 clusters
  Score: Raw -1994976.260935 + Penalty 3208.063417 = -1991768.197518
  nChanged 1052
		SP:Iteration 3F (151766.330000 sec): 3 clusters
  Score: Raw -1995420.231177 + Penalty 3208.063417 = -1992212.167760
  nChanged 1034
		SP:Iteration 4F (151766.590000 sec): 3 clusters
  Score: Raw -1995928.928432 + Penalty 3208.063417 = -1992720.865015
  nChanged 1065
		SP:Iteration 5F (151766.870000 sec): 3 clusters
  Score: Raw -1996491.148279 + Penalty 3208.063417 = -1993283.084862
  nChanged 1083
		SP:Iteration 6F (151767.170000 sec): 3 clusters
  Score: Raw -1997054.137973 + Penalty 3208.063417 = -1993846.074556
  nChanged 996
		SP:Iteration 7F (151767.440000 sec): 3 clusters
  Score: Raw -1997598.600985 + Penalty 3208.063417 = -1994390.537568
  nChanged 1008
		SP:Iteration 8F (151767.750000 sec): 3 clusters
  Score: Raw -1998168.738196 + Penalty 3208.063417 = -1994960.674779
  nChanged 899
		SP:Iteration 9Q (151768.030000 sec): 3 clusters
  Score: Raw -1998693.996851 + Penalty 3208.063417 = -1995485.933434
  nChanged 814
		SP:Iteration 10Q (151768.340000 sec): 3 clusters
  Score: Raw -1999167.480108 + Penalty 3208.063417 = -1995959.416691
  nChanged 708
		SP:Iteration 11Q (151768.610000 sec): 3 clusters
  Score: Raw -1999606.026162 + Penalty 3208.063417 = -1996397.962745
  nChanged 642
		SP:Iteration 12Q (151768.900000 sec): 3 clusters
  Score: Raw -2000013.998286 + Penalty 3208.063417 = -1996805.934869
  nChanged 573
		SP:Iteration 13Q (151769.220000 sec): 3 clusters
  Score: Raw -2000422.083473 + Penalty 3208.063417 = -1997214.020055
  nChanged 466
		SP:Iteration 14Q (151769.490000 sec): 3 clusters
  Score: Raw -2000766.367378 + Penalty 3208.063417 = -1997558.303961
  nChanged 352
		SP:Iteration 15Q (151769.760000 sec): 3 clusters
  Score: Raw -2001028.575262 + Penalty 3208.063417 = -1997820.511845
  nChanged 247
		SP:Iteration 16Q (151770.100000 sec): 3 clusters
  Score: Raw -2001209.693033 + Penalty 3208.063417 = -1998001.629616
  nChanged 169
		SP:Iteration 17Q (151770.380000 sec): 3 clusters
  Score: Raw -2001347.024498 + Penalty 3208.063417 = -1998138.961080
  nChanged 119
		SP:Iteration 18Q (151770.690000 sec): 3 clusters
  Score: Raw -2001439.080505 + Penalty 3208.063417 = -1998231.017087
  nChanged 63
		SP:Iteration 19Q (151770.900000 sec): 3 clusters
  Score: Raw -2001489.753581 + Penalty 3208.063417 = -1998281.690164
  nChanged 47
		SP:Iteration 20F (151771.140000 sec): 3 clusters
  Score: Raw -2001524.596394 + Penalty 3208.063417 = -1998316.532977
  nChanged 30
		SP:Iteration 21Q (151771.380000 sec): 3 clusters
  Score: Raw -2001543.810980 + Penalty 3208.063417 = -1998335.747563
  nChanged 16
		SP:Iteration 22Q (151771.660000 sec): 3 clusters
  Score: Raw -2001555.836264 + Penalty 3208.063417 = -1998347.772847
  nChanged 12
		SP:Iteration 23Q (151771.960000 sec): 3 clusters
  Score: Raw -2001566.337491 + Penalty 3208.063417 = -1998358.274074
  nChanged 12
		SP:Iteration 24Q (151772.190000 sec): 3 clusters
  Score: Raw -2001574.669933 + Penalty 3208.063417 = -1998366.606516
  nChanged 6
		SP:Iteration 25Q (151772.440000 sec): 3 clusters
  Score: Raw -2001578.017381 + Penalty 3208.063417 = -1998369.953963
  nChanged 2
		SP:Iteration 26Q (151772.720000 sec): 3 clusters
  Score: Raw -2001581.159017 + Penalty 3208.063417 = -1998373.095600
  nChanged 4
		SP:Iteration 27Q (151772.940000 sec): 3 clusters
  Score: Raw -2001583.844372 + Penalty 3208.063417 = -1998375.780955
  nChanged 2
		SP:Iteration 28Q (151773.200000 sec): 3 clusters
  Score: Raw -2001584.268218 + Penalty 3208.063417 = -1998376.204800
  nChanged 0
		SP:Iteration 29F (151773.450000 sec): 3 clusters
  Score: Raw -2001584.268218 + Penalty 3208.063417 = -1998376.204800
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151773.580000 sec): 2 clusters
  Score: Raw -463453.094809 + Penalty 1366.198978 = -462086.895831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151773.810000 sec): 3 clusters
  Score: Raw -461212.583461 + Penalty 2732.397956 = -458480.185505
  nChanged 1754
		SP:Iteration 1F (151774.020000 sec): 3 clusters
  Score: Raw -462194.205475 + Penalty 2732.397956 = -459461.807519
  nChanged 316
		SP:Iteration 2F (151774.190000 sec): 3 clusters
  Score: Raw -462365.989871 + Penalty 2732.397956 = -459633.591915
  nChanged 210
		SP:Iteration 3Q (151774.400000 sec): 3 clusters
  Score: Raw -462454.341454 + Penalty 2732.397956 = -459721.943498
  nChanged 150
		SP:Iteration 4Q (151774.600000 sec): 3 clusters
  Score: Raw -462516.045408 + Penalty 2732.397956 = -459783.647452
  nChanged 135
		SP:Iteration 5Q (151774.800000 sec): 3 clusters
  Score: Raw -462568.539992 + Penalty 2732.397956 = -459836.142037
  nChanged 94
		SP:Iteration 6Q (151775.010000 sec): 3 clusters
  Score: Raw -462600.128607 + Penalty 2732.397956 = -459867.730651
  nChanged 77
		SP:Iteration 7Q (151775.200000 sec): 3 clusters
  Score: Raw -462624.395032 + Penalty 2732.397956 = -459891.997077
  nChanged 55
		SP:Iteration 8Q (151775.410000 sec): 3 clusters
  Score: Raw -462639.298747 + Penalty 2732.397956 = -459906.900791
  nChanged 57
		SP:Iteration 9Q (151775.640000 sec): 3 clusters
  Score: Raw -462657.229574 + Penalty 2732.397956 = -459924.831618
  nChanged 53
		SP:Iteration 10Q (151775.850000 sec): 3 clusters
  Score: Raw -462674.067747 + Penalty 2732.397956 = -459941.669791
  nChanged 55
		SP:Iteration 11Q (151776.090000 sec): 3 clusters
  Score: Raw -462690.067944 + Penalty 2732.397956 = -459957.669988
  nChanged 40
		SP:Iteration 12Q (151776.280000 sec): 3 clusters
  Score: Raw -462705.966833 + Penalty 2732.397956 = -459973.568877
  nChanged 54
		SP:Iteration 13Q (151776.500000 sec): 3 clusters
  Score: Raw -462722.723029 + Penalty 2732.397956 = -459990.325073
  nChanged 48
		SP:Iteration 14Q (151776.710000 sec): 3 clusters
  Score: Raw -462735.755181 + Penalty 2732.397956 = -460003.357225
  nChanged 45
		SP:Iteration 15Q (151776.920000 sec): 3 clusters
  Score: Raw -462749.662134 + Penalty 2732.397956 = -460017.264178
  nChanged 44
		SP:Iteration 16Q (151777.120000 sec): 3 clusters
  Score: Raw -462763.500483 + Penalty 2732.397956 = -460031.102527
  nChanged 46
		SP:Iteration 17Q (151777.360000 sec): 3 clusters
  Score: Raw -462780.797472 + Penalty 2732.397956 = -460048.399516
  nChanged 49
		SP:Iteration 18Q (151777.580000 sec): 3 clusters
  Score: Raw -462797.485079 + Penalty 2732.397956 = -460065.087123
  nChanged 46
		SP:Iteration 19Q (151777.780000 sec): 3 clusters
  Score: Raw -462812.806518 + Penalty 2732.397956 = -460080.408562
  nChanged 41
		SP:Iteration 20F (151777.980000 sec): 3 clusters
  Score: Raw -462829.354580 + Penalty 2732.397956 = -460096.956624
  nChanged 54
		SP:Iteration 21Q (151778.220000 sec): 3 clusters
  Score: Raw -462851.068004 + Penalty 2732.397956 = -460118.670048
  nChanged 62
		SP:Iteration 22Q (151778.410000 sec): 3 clusters
  Score: Raw -462873.590033 + Penalty 2732.397956 = -460141.192078
  nChanged 53
		SP:Iteration 23Q (151778.630000 sec): 3 clusters
  Score: Raw -462895.728712 + Penalty 2732.397956 = -460163.330756
  nChanged 59
		SP:Iteration 24Q (151778.800000 sec): 3 clusters
  Score: Raw -462917.111875 + Penalty 2732.397956 = -460184.713919
  nChanged 72
		SP:Iteration 25Q (151779.010000 sec): 3 clusters
  Score: Raw -462943.949049 + Penalty 2732.397956 = -460211.551093
  nChanged 60
		SP:Iteration 26Q (151779.220000 sec): 3 clusters
  Score: Raw -462966.178537 + Penalty 2732.397956 = -460233.780581
  nChanged 76
		SP:Iteration 27Q (151779.430000 sec): 3 clusters
  Score: Raw -462996.919531 + Penalty 2732.397956 = -460264.521575
  nChanged 65
		SP:Iteration 28Q (151779.650000 sec): 3 clusters
  Score: Raw -463022.912999 + Penalty 2732.397956 = -460290.515044
  nChanged 56
		SP:Iteration 29Q (151779.850000 sec): 3 clusters
  Score: Raw -463047.078555 + Penalty 2732.397956 = -460314.680599
  nChanged 61
		SP:Iteration 30Q (151780.030000 sec): 3 clusters
  Score: Raw -463074.091334 + Penalty 2732.397956 = -460341.693378
  nChanged 58
		SP:Iteration 31Q (151780.250000 sec): 3 clusters
  Score: Raw -463102.085653 + Penalty 2732.397956 = -460369.687697
  nChanged 59
		SP:Iteration 32Q (151780.500000 sec): 3 clusters
  Score: Raw -463126.472500 + Penalty 2732.397956 = -460394.074545
  nChanged 66
		SP:Iteration 33Q (151780.790000 sec): 3 clusters
  Score: Raw -463160.332082 + Penalty 2732.397956 = -460427.934127
  nChanged 63
		SP:Iteration 34Q (151780.960000 sec): 3 clusters
  Score: Raw -463191.808102 + Penalty 2732.397956 = -460459.410147
  nChanged 50
		SP:Iteration 35Q (151781.160000 sec): 3 clusters
  Score: Raw -463211.610410 + Penalty 2732.397956 = -460479.212454
  nChanged 48
		SP:Iteration 36Q (151781.410000 sec): 3 clusters
  Score: Raw -463232.325464 + Penalty 2732.397956 = -460499.927508
  nChanged 57
		SP:Iteration 37Q (151781.640000 sec): 3 clusters
  Score: Raw -463261.121967 + Penalty 2732.397956 = -460528.724011
  nChanged 57
		SP:Iteration 38Q (151781.870000 sec): 3 clusters
  Score: Raw -463290.901951 + Penalty 2732.397956 = -460558.503996
  nChanged 52
		SP:Iteration 39Q (151782.070000 sec): 3 clusters
  Score: Raw -463316.711198 + Penalty 2732.397956 = -460584.313242
  nChanged 50
		SP:Iteration 40F (151782.270000 sec): 3 clusters
  Score: Raw -463339.560980 + Penalty 2732.397956 = -460607.163024
  nChanged 43
		SP:Iteration 41Q (151782.510000 sec): 3 clusters
  Score: Raw -463357.388827 + Penalty 2732.397956 = -460624.990871
  nChanged 37
		SP:Iteration 42Q (151782.740000 sec): 3 clusters
  Score: Raw -463376.670216 + Penalty 2732.397956 = -460644.272261
  nChanged 39
		SP:Iteration 43Q (151783.000000 sec): 3 clusters
  Score: Raw -463395.277430 + Penalty 2732.397956 = -460662.879474
  nChanged 27
		SP:Iteration 44Q (151783.250000 sec): 3 clusters
  Score: Raw -463406.950308 + Penalty 2732.397956 = -460674.552353
  nChanged 20
		SP:Iteration 45Q (151783.400000 sec): 3 clusters
  Score: Raw -463416.949871 + Penalty 2732.397956 = -460684.551915
  nChanged 19
		SP:Iteration 46Q (151783.570000 sec): 3 clusters
  Score: Raw -463424.682825 + Penalty 2732.397956 = -460692.284869
  nChanged 15
		SP:Iteration 47Q (151783.790000 sec): 3 clusters
  Score: Raw -463429.847121 + Penalty 2732.397956 = -460697.449165
  nChanged 15
		SP:Iteration 48Q (151784.000000 sec): 3 clusters
  Score: Raw -463437.057527 + Penalty 2732.397956 = -460704.659571
  nChanged 16
		SP:Iteration 49Q (151784.200000 sec): 3 clusters
  Score: Raw -463445.731407 + Penalty 2732.397956 = -460713.333451
  nChanged 23
		SP:Iteration 50Q (151784.390000 sec): 3 clusters
  Score: Raw -463456.061533 + Penalty 2732.397956 = -460723.663578
  nChanged 20
		SP:Iteration 51Q (151784.620000 sec): 3 clusters
  Score: Raw -463467.977573 + Penalty 2732.397956 = -460735.579617
  nChanged 18
		SP:Iteration 52Q (151784.780000 sec): 3 clusters
  Score: Raw -463482.048696 + Penalty 2732.397956 = -460749.650741
  nChanged 24
		SP:Iteration 53Q (151784.940000 sec): 3 clusters
  Score: Raw -463496.026132 + Penalty 2732.397956 = -460763.628177
  nChanged 18
		SP:Iteration 54Q (151785.170000 sec): 3 clusters
  Score: Raw -463505.213778 + Penalty 2732.397956 = -460772.815822
  nChanged 11
		SP:Iteration 55Q (151785.330000 sec): 3 clusters
  Score: Raw -463510.182097 + Penalty 2732.397956 = -460777.784141
  nChanged 10
		SP:Iteration 56Q (151785.510000 sec): 3 clusters
  Score: Raw -463514.816094 + Penalty 2732.397956 = -460782.418138
  nChanged 13
		SP:Iteration 57Q (151785.730000 sec): 3 clusters
  Score: Raw -463520.765080 + Penalty 2732.397956 = -460788.367124
  nChanged 8
		SP:Iteration 58Q (151785.890000 sec): 3 clusters
  Score: Raw -463525.331523 + Penalty 2732.397956 = -460792.933567
  nChanged 6
		SP:Iteration 59Q (151786.070000 sec): 3 clusters
  Score: Raw -463528.676149 + Penalty 2732.397956 = -460796.278194
  nChanged 8
		SP:Iteration 60F (151786.330000 sec): 3 clusters
  Score: Raw -463532.678340 + Penalty 2732.397956 = -460800.280384
  nChanged 5
		SP:Iteration 61Q (151786.530000 sec): 3 clusters
  Score: Raw -463535.221082 + Penalty 2732.397956 = -460802.823127
  nChanged 4
		SP:Iteration 62Q (151786.720000 sec): 3 clusters
  Score: Raw -463537.685281 + Penalty 2732.397956 = -460805.287325
  nChanged 5
		SP:Iteration 63Q (151786.950000 sec): 3 clusters
  Score: Raw -463539.443437 + Penalty 2732.397956 = -460807.045482
  nChanged 6
		SP:Iteration 64Q (151787.160000 sec): 3 clusters
  Score: Raw -463542.455884 + Penalty 2732.397956 = -460810.057928
  nChanged 6
		SP:Iteration 65Q (151787.350000 sec): 3 clusters
  Score: Raw -463545.492763 + Penalty 2732.397956 = -460813.094808
  nChanged 5
		SP:Iteration 66Q (151787.530000 sec): 3 clusters
  Score: Raw -463548.648269 + Penalty 2732.397956 = -460816.250313
  nChanged 7
		SP:Iteration 67Q (151787.730000 sec): 3 clusters
  Score: Raw -463552.423444 + Penalty 2732.397956 = -460820.025488
  nChanged 5
		SP:Iteration 68Q (151787.930000 sec): 3 clusters
  Score: Raw -463556.442133 + Penalty 2732.397956 = -460824.044177
  nChanged 7
		SP:Iteration 69Q (151788.210000 sec): 3 clusters
  Score: Raw -463560.052531 + Penalty 2732.397956 = -460827.654575
  nChanged 5
		SP:Iteration 70Q (151788.440000 sec): 3 clusters
  Score: Raw -463562.568731 + Penalty 2732.397956 = -460830.170775
  nChanged 4
		SP:Iteration 71Q (151788.700000 sec): 3 clusters
  Score: Raw -463564.535000 + Penalty 2732.397956 = -460832.137044
  nChanged 6
		SP:Iteration 72Q (151788.900000 sec): 3 clusters
  Score: Raw -463568.323226 + Penalty 2732.397956 = -460835.925271
  nChanged 6
		SP:Iteration 73Q (151789.070000 sec): 3 clusters
  Score: Raw -463572.095715 + Penalty 2732.397956 = -460839.697759
  nChanged 9
		SP:Iteration 74Q (151789.340000 sec): 3 clusters
  Score: Raw -463577.894856 + Penalty 2732.397956 = -460845.496900
  nChanged 6
		SP:Iteration 75Q (151789.570000 sec): 3 clusters
  Score: Raw -463581.208706 + Penalty 2732.397956 = -460848.810750
  nChanged 3
		SP:Iteration 76Q (151789.810000 sec): 3 clusters
  Score: Raw -463585.196738 + Penalty 2732.397956 = -460852.798782
  nChanged 9
		SP:Iteration 77Q (151789.970000 sec): 3 clusters
  Score: Raw -463590.777682 + Penalty 2732.397956 = -460858.379726
  nChanged 3
		SP:Iteration 78Q (151790.130000 sec): 3 clusters
  Score: Raw -463591.798228 + Penalty 2732.397956 = -460859.400272
  nChanged 2
		SP:Iteration 79Q (151790.340000 sec): 3 clusters
  Score: Raw -463594.105088 + Penalty 2732.397956 = -460861.707133
  nChanged 4
		SP:Iteration 80F (151790.610000 sec): 3 clusters
  Score: Raw -463595.992385 + Penalty 2732.397956 = -460863.594429
  nChanged 5
		SP:Iteration 81Q (151790.770000 sec): 3 clusters
  Score: Raw -463597.826963 + Penalty 2732.397956 = -460865.429007
  nChanged 4
		SP:Iteration 82Q (151791.010000 sec): 3 clusters
  Score: Raw -463600.170446 + Penalty 2732.397956 = -460867.772491
  nChanged 2
		SP:Iteration 83Q (151791.210000 sec): 3 clusters
  Score: Raw -463601.340379 + Penalty 2732.397956 = -460868.942423
  nChanged 2
		SP:Iteration 84Q (151791.450000 sec): 3 clusters
  Score: Raw -463603.637762 + Penalty 2732.397956 = -460871.239806
  nChanged 3
		SP:Iteration 85Q (151791.650000 sec): 3 clusters
  Score: Raw -463605.003888 + Penalty 2732.397956 = -460872.605932
  nChanged 5
		SP:Iteration 86Q (151791.850000 sec): 3 clusters
  Score: Raw -463607.702903 + Penalty 2732.397956 = -460875.304948
  nChanged 4
		SP:Iteration 87Q (151791.980000 sec): 3 clusters
  Score: Raw -463609.806482 + Penalty 2732.397956 = -460877.408526
  nChanged 7
		SP:Iteration 88Q (151792.140000 sec): 3 clusters
  Score: Raw -463613.561814 + Penalty 2732.397956 = -460881.163858
  nChanged 4
		SP:Iteration 89Q (151792.340000 sec): 3 clusters
  Score: Raw -463615.775800 + Penalty 2732.397956 = -460883.377844
  nChanged 8
		SP:Iteration 90Q (151792.530000 sec): 3 clusters
  Score: Raw -463621.213057 + Penalty 2732.397956 = -460888.815101
  nChanged 8
		SP:Iteration 91Q (151792.740000 sec): 3 clusters
  Score: Raw -463626.074512 + Penalty 2732.397956 = -460893.676557
  nChanged 5
		SP:Iteration 92Q (151792.890000 sec): 3 clusters
  Score: Raw -463628.443932 + Penalty 2732.397956 = -460896.045976
  nChanged 4
		SP:Iteration 93Q (151793.100000 sec): 3 clusters
  Score: Raw -463631.226791 + Penalty 2732.397956 = -460898.828836
  nChanged 1
		SP:Iteration 94Q (151793.250000 sec): 3 clusters
  Score: Raw -463631.809286 + Penalty 2732.397956 = -460899.411330
  nChanged 2
		SP:Iteration 95Q (151793.440000 sec): 3 clusters
  Score: Raw -463632.761029 + Penalty 2732.397956 = -460900.363073
  nChanged 1
		SP:Iteration 96Q (151793.680000 sec): 3 clusters
  Score: Raw -463633.252411 + Penalty 2732.397956 = -460900.854455
  nChanged 2
		SP:Iteration 97Q (151793.900000 sec): 3 clusters
  Score: Raw -463634.017889 + Penalty 2732.397956 = -460901.619934
  nChanged 2
		SP:Iteration 98Q (151794.090000 sec): 3 clusters
  Score: Raw -463634.895234 + Penalty 2732.397956 = -460902.497278
  nChanged 2
		SP:Iteration 99Q (151794.320000 sec): 3 clusters
  Score: Raw -463635.412401 + Penalty 2732.397956 = -460903.014445
  nChanged 1
		SP:Iteration 100F (151794.490000 sec): 3 clusters
  Score: Raw -463635.679872 + Penalty 2732.397956 = -460903.281916
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151794.600000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151794.780000 sec): 3 clusters
  Score: Raw -26511.183077 + Penalty 1841.588674 = -24669.594404
  nChanged 56
		SP:Iteration 1F (151794.950000 sec): 3 clusters
  Score: Raw -26623.674541 + Penalty 1841.588674 = -24782.085868
  nChanged 13
		SP:Iteration 2Q (151795.080000 sec): 3 clusters
  Score: Raw -26665.335427 + Penalty 1841.588674 = -24823.746753
  nChanged 8
		SP:Iteration 3Q (151795.230000 sec): 3 clusters
  Score: Raw -26683.871297 + Penalty 1841.588674 = -24842.282623
  nChanged 5
		SP:Iteration 4Q (151795.400000 sec): 3 clusters
  Score: Raw -26694.909765 + Penalty 1841.588674 = -24853.321091
  nChanged 5
		SP:Iteration 5Q (151795.560000 sec): 3 clusters
  Score: Raw -26704.165930 + Penalty 1841.588674 = -24862.577256
  nChanged 2
		SP:Iteration 6Q (151795.740000 sec): 3 clusters
  Score: Raw -26708.973336 + Penalty 1841.588674 = -24867.384662
  nChanged 0
		SP:Iteration 7F (151795.920000 sec): 3 clusters
  Score: Raw -26708.973336 + Penalty 1841.588674 = -24867.384662
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151796.050000 sec): 2 clusters
  Score: Raw -206468.647344 + Penalty 1236.522062 = -205232.125281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151796.270000 sec): 3 clusters
  Score: Raw -205584.693403 + Penalty 2473.044125 = -203111.649278
  nChanged 707
		SP:Iteration 1F (151796.430000 sec): 3 clusters
  Score: Raw -206057.378023 + Penalty 2473.044125 = -203584.333898
  nChanged 190
		SP:Iteration 2F (151796.600000 sec): 3 clusters
  Score: Raw -206225.114712 + Penalty 2473.044125 = -203752.070587
  nChanged 121
		SP:Iteration 3F (151796.840000 sec): 3 clusters
  Score: Raw -206362.193179 + Penalty 2473.044125 = -203889.149054
  nChanged 107
		SP:Iteration 4F (151797.020000 sec): 3 clusters
  Score: Raw -206449.001667 + Penalty 2473.044125 = -203975.957542
  nChanged 91
		SP:Iteration 5Q (151797.190000 sec): 3 clusters
  Score: Raw -206532.049812 + Penalty 2473.044125 = -204059.005688
  nChanged 83
		SP:Iteration 6Q (151797.380000 sec): 3 clusters
  Score: Raw -206601.661985 + Penalty 2473.044125 = -204128.617861
  nChanged 61
		SP:Iteration 7Q (151797.570000 sec): 3 clusters
  Score: Raw -206657.470401 + Penalty 2473.044125 = -204184.426276
  nChanged 48
		SP:Iteration 8Q (151797.780000 sec): 3 clusters
  Score: Raw -206695.867229 + Penalty 2473.044125 = -204222.823105
  nChanged 41
		SP:Iteration 9Q (151797.940000 sec): 3 clusters
  Score: Raw -206722.900867 + Penalty 2473.044125 = -204249.856742
  nChanged 22
		SP:Iteration 10Q (151798.140000 sec): 3 clusters
  Score: Raw -206735.784981 + Penalty 2473.044125 = -204262.740856
  nChanged 13
		SP:Iteration 11Q (151798.320000 sec): 3 clusters
  Score: Raw -206744.256412 + Penalty 2473.044125 = -204271.212287
  nChanged 10
		SP:Iteration 12Q (151798.550000 sec): 3 clusters
  Score: Raw -206750.000242 + Penalty 2473.044125 = -204276.956117
  nChanged 3
		SP:Iteration 13Q (151798.730000 sec): 3 clusters
  Score: Raw -206752.091600 + Penalty 2473.044125 = -204279.047475
  nChanged 5
		SP:Iteration 14Q (151798.860000 sec): 3 clusters
  Score: Raw -206754.651929 + Penalty 2473.044125 = -204281.607804
  nChanged 2
		SP:Iteration 15Q (151799.040000 sec): 3 clusters
  Score: Raw -206755.722128 + Penalty 2473.044125 = -204282.678003
  nChanged 2
		SP:Iteration 16Q (151799.230000 sec): 3 clusters
  Score: Raw -206756.394216 + Penalty 2473.044125 = -204283.350091
  nChanged 2
		SP:Iteration 17Q (151799.400000 sec): 3 clusters
  Score: Raw -206757.523185 + Penalty 2473.044125 = -204284.479060
  nChanged 4
		SP:Iteration 18Q (151799.600000 sec): 3 clusters
  Score: Raw -206759.323069 + Penalty 2473.044125 = -204286.278944
  nChanged 3
		SP:Iteration 19Q (151799.760000 sec): 3 clusters
  Score: Raw -206761.762316 + Penalty 2473.044125 = -204288.718191
  nChanged 8
		SP:Iteration 20F (151799.950000 sec): 3 clusters
  Score: Raw -206767.062070 + Penalty 2473.044125 = -204294.017945
  nChanged 5
		SP:Iteration 21Q (151800.100000 sec): 3 clusters
  Score: Raw -206770.018470 + Penalty 2473.044125 = -204296.974345
  nChanged 5
		SP:Iteration 22Q (151800.310000 sec): 3 clusters
  Score: Raw -206772.852862 + Penalty 2473.044125 = -204299.808737
  nChanged 6
		SP:Iteration 23Q (151800.490000 sec): 3 clusters
  Score: Raw -206775.525587 + Penalty 2473.044125 = -204302.481462
  nChanged 3
		SP:Iteration 24Q (151800.700000 sec): 3 clusters
  Score: Raw -206776.572962 + Penalty 2473.044125 = -204303.528837
  nChanged 1
		SP:Iteration 25Q (151800.860000 sec): 3 clusters
  Score: Raw -206776.894525 + Penalty 2473.044125 = -204303.850400
  nChanged 0
		SP:Iteration 26F (151801.060000 sec): 3 clusters
  Score: Raw -206776.894525 + Penalty 2473.044125 = -204303.850400
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151801.160000 sec): 2 clusters
  Score: Raw -434435.148475 + Penalty 1355.285315 = -433079.863161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151801.380000 sec): 3 clusters
  Score: Raw -432356.015503 + Penalty 2710.570629 = -429645.444874
  nChanged 1636
		SP:Iteration 1F (151801.590000 sec): 3 clusters
  Score: Raw -433315.180816 + Penalty 2710.570629 = -430604.610187
  nChanged 371
		SP:Iteration 2F (151801.830000 sec): 3 clusters
  Score: Raw -433626.157365 + Penalty 2710.570629 = -430915.586735
  nChanged 300
		SP:Iteration 3F (151802.050000 sec): 3 clusters
  Score: Raw -433884.672430 + Penalty 2710.570629 = -431174.101800
  nChanged 271
		SP:Iteration 4F (151802.210000 sec): 3 clusters
  Score: Raw -434113.743194 + Penalty 2710.570629 = -431403.172565
  nChanged 234
		SP:Iteration 5F (151802.430000 sec): 3 clusters
  Score: Raw -434291.621931 + Penalty 2710.570629 = -431581.051302
  nChanged 178
		SP:Iteration 6Q (151802.620000 sec): 3 clusters
  Score: Raw -434429.300150 + Penalty 2710.570629 = -431718.729521
  nChanged 127
		SP:Iteration 7Q (151802.820000 sec): 3 clusters
  Score: Raw -434522.618727 + Penalty 2710.570629 = -431812.048098
  nChanged 102
		SP:Iteration 8Q (151803.020000 sec): 3 clusters
  Score: Raw -434596.072362 + Penalty 2710.570629 = -431885.501733
  nChanged 96
		SP:Iteration 9Q (151803.230000 sec): 3 clusters
  Score: Raw -434675.089118 + Penalty 2710.570629 = -431964.518489
  nChanged 78
		SP:Iteration 10Q (151803.390000 sec): 3 clusters
  Score: Raw -434725.881430 + Penalty 2710.570629 = -432015.310800
  nChanged 65
		SP:Iteration 11Q (151803.560000 sec): 3 clusters
  Score: Raw -434765.598018 + Penalty 2710.570629 = -432055.027389
  nChanged 53
		SP:Iteration 12Q (151803.770000 sec): 3 clusters
  Score: Raw -434803.352037 + Penalty 2710.570629 = -432092.781408
  nChanged 53
		SP:Iteration 13Q (151803.990000 sec): 3 clusters
  Score: Raw -434846.768844 + Penalty 2710.570629 = -432136.198215
  nChanged 48
		SP:Iteration 14Q (151804.170000 sec): 3 clusters
  Score: Raw -434875.195749 + Penalty 2710.570629 = -432164.625120
  nChanged 33
		SP:Iteration 15Q (151804.380000 sec): 3 clusters
  Score: Raw -434895.303606 + Penalty 2710.570629 = -432184.732977
  nChanged 31
		SP:Iteration 16Q (151804.590000 sec): 3 clusters
  Score: Raw -434916.458928 + Penalty 2710.570629 = -432205.888299
  nChanged 29
		SP:Iteration 17Q (151804.780000 sec): 3 clusters
  Score: Raw -434930.030608 + Penalty 2710.570629 = -432219.459979
  nChanged 20
		SP:Iteration 18Q (151804.970000 sec): 3 clusters
  Score: Raw -434942.105859 + Penalty 2710.570629 = -432231.535229
  nChanged 18
		SP:Iteration 19Q (151805.190000 sec): 3 clusters
  Score: Raw -434952.083105 + Penalty 2710.570629 = -432241.512476
  nChanged 17
		SP:Iteration 20F (151805.360000 sec): 3 clusters
  Score: Raw -434959.621137 + Penalty 2710.570629 = -432249.050508
  nChanged 13
		SP:Iteration 21Q (151805.530000 sec): 3 clusters
  Score: Raw -434969.867949 + Penalty 2710.570629 = -432259.297319
  nChanged 17
		SP:Iteration 22Q (151805.740000 sec): 3 clusters
  Score: Raw -434979.666353 + Penalty 2710.570629 = -432269.095723
  nChanged 16
		SP:Iteration 23Q (151805.960000 sec): 3 clusters
  Score: Raw -434988.490733 + Penalty 2710.570629 = -432277.920104
  nChanged 11
		SP:Iteration 24Q (151806.120000 sec): 3 clusters
  Score: Raw -434992.650994 + Penalty 2710.570629 = -432282.080365
  nChanged 6
		SP:Iteration 25Q (151806.310000 sec): 3 clusters
  Score: Raw -434995.403490 + Penalty 2710.570629 = -432284.832861
  nChanged 3
		SP:Iteration 26Q (151806.540000 sec): 3 clusters
  Score: Raw -434996.009321 + Penalty 2710.570629 = -432285.438692
  nChanged 2
		SP:Iteration 27Q (151806.750000 sec): 3 clusters
  Score: Raw -434996.995581 + Penalty 2710.570629 = -432286.424952
  nChanged 0
		SP:Iteration 28F (151806.970000 sec): 3 clusters
  Score: Raw -434996.995581 + Penalty 2710.570629 = -432286.424952
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151807.020000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151807.250000 sec): 3 clusters
  Score: Raw -29653.305262 + Penalty 1859.101327 = -27794.203934
  nChanged 66
		SP:Iteration 1F (151807.420000 sec): 3 clusters
  Score: Raw -29779.734639 + Penalty 1859.101327 = -27920.633312
  nChanged 16
		SP:Iteration 2F (151807.640000 sec): 3 clusters
  Score: Raw -29822.189558 + Penalty 1859.101327 = -27963.088231
  nChanged 7
		SP:Iteration 3Q (151807.830000 sec): 3 clusters
  Score: Raw -29838.476327 + Penalty 1859.101327 = -27979.375000
  nChanged 3
		SP:Iteration 4Q (151808.010000 sec): 3 clusters
  Score: Raw -29851.642565 + Penalty 1859.101327 = -27992.541237
  nChanged 6
		SP:Iteration 5Q (151808.200000 sec): 3 clusters
  Score: Raw -29873.208172 + Penalty 1859.101327 = -28014.106845
  nChanged 3
		SP:Iteration 6Q (151808.380000 sec): 3 clusters
  Score: Raw -29881.714820 + Penalty 1859.101327 = -28022.613492
  nChanged 1
		SP:Iteration 7Q (151808.580000 sec): 3 clusters
  Score: Raw -29884.856877 + Penalty 1859.101327 = -28025.755550
  nChanged 2
		SP:Iteration 8Q (151808.780000 sec): 3 clusters
  Score: Raw -29892.337814 + Penalty 1859.101327 = -28033.236487
  nChanged 0
		SP:Iteration 9F (151808.990000 sec): 3 clusters
  Score: Raw -29892.337814 + Penalty 1859.101327 = -28033.236487
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (22775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151809.230000 sec): 2 clusters
  Score: Raw -2321497.511813 + Penalty 1630.430542 = -2319867.081270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151809.550000 sec): 3 clusters
  Score: Raw -2307643.715607 + Penalty 3260.861085 = -2304382.854522
  nChanged 10256
		SP:Iteration 1F (151809.900000 sec): 3 clusters
  Score: Raw -2313227.474252 + Penalty 3260.861085 = -2309966.613167
  nChanged 1033
		SP:Iteration 2Q (151810.170000 sec): 3 clusters
  Score: Raw -2313543.939884 + Penalty 3260.861085 = -2310283.078799
  nChanged 933
		SP:Iteration 3Q (151810.480000 sec): 3 clusters
  Score: Raw -2313817.287277 + Penalty 3260.861085 = -2310556.426192
  nChanged 868
		SP:Iteration 4Q (151810.780000 sec): 3 clusters
  Score: Raw -2314088.706765 + Penalty 3260.861085 = -2310827.845680
  nChanged 867
		SP:Iteration 5Q (151811.090000 sec): 3 clusters
  Score: Raw -2314355.453097 + Penalty 3260.861085 = -2311094.592012
  nChanged 829
		SP:Iteration 6Q (151811.410000 sec): 3 clusters
  Score: Raw -2314592.797116 + Penalty 3260.861085 = -2311331.936032
  nChanged 806
		SP:Iteration 7Q (151811.680000 sec): 3 clusters
  Score: Raw -2314837.153115 + Penalty 3260.861085 = -2311576.292030
  nChanged 818
		SP:Iteration 8Q (151812.020000 sec): 3 clusters
  Score: Raw -2315104.745816 + Penalty 3260.861085 = -2311843.884731
  nChanged 853
		SP:Iteration 9Q (151812.320000 sec): 3 clusters
  Score: Raw -2315416.680004 + Penalty 3260.861085 = -2312155.818919
  nChanged 922
		SP:Iteration 10Q (151812.590000 sec): 3 clusters
  Score: Raw -2315791.279524 + Penalty 3260.861085 = -2312530.418439
  nChanged 916
		SP:Iteration 11Q (151812.880000 sec): 3 clusters
  Score: Raw -2316198.957374 + Penalty 3260.861085 = -2312938.096289
  nChanged 991
		SP:Iteration 12Q (151813.140000 sec): 3 clusters
  Score: Raw -2316696.573659 + Penalty 3260.861085 = -2313435.712574
  nChanged 1002
		SP:Iteration 13Q (151813.460000 sec): 3 clusters
  Score: Raw -2317276.732845 + Penalty 3260.861085 = -2314015.871761
  nChanged 1059
		SP:Iteration 14Q (151813.750000 sec): 3 clusters
  Score: Raw -2318022.366426 + Penalty 3260.861085 = -2314761.505341
  nChanged 1044
		SP:Iteration 15Q (151814.090000 sec): 3 clusters
  Score: Raw -2318823.467941 + Penalty 3260.861085 = -2315562.606857
  nChanged 897
		SP:Iteration 16Q (151814.400000 sec): 3 clusters
  Score: Raw -2319544.696092 + Penalty 3260.861085 = -2316283.835008
  nChanged 701
		SP:Iteration 17Q (151814.740000 sec): 3 clusters
  Score: Raw -2320106.790657 + Penalty 3260.861085 = -2316845.929572
  nChanged 539
		SP:Iteration 18Q (151815.060000 sec): 3 clusters
  Score: Raw -2320546.765531 + Penalty 3260.861085 = -2317285.904446
  nChanged 404
		SP:Iteration 19Q (151815.380000 sec): 3 clusters
  Score: Raw -2320854.063963 + Penalty 3260.861085 = -2317593.202878
  nChanged 306
		SP:Iteration 20F (151815.670000 sec): 3 clusters
  Score: Raw -2321051.103026 + Penalty 3260.861085 = -2317790.241941
  nChanged 227
		SP:Iteration 21Q (151815.950000 sec): 3 clusters
  Score: Raw -2321182.674712 + Penalty 3260.861085 = -2317921.813627
  nChanged 175
		SP:Iteration 22Q (151816.260000 sec): 3 clusters
  Score: Raw -2321276.856662 + Penalty 3260.861085 = -2318015.995577
  nChanged 137
		SP:Iteration 23Q (151816.540000 sec): 3 clusters
  Score: Raw -2321349.388605 + Penalty 3260.861085 = -2318088.527521
  nChanged 129
		SP:Iteration 24Q (151816.840000 sec): 3 clusters
  Score: Raw -2321416.171870 + Penalty 3260.861085 = -2318155.310785
  nChanged 104
		SP:Iteration 25Q (151817.080000 sec): 3 clusters
  Score: Raw -2321467.130505 + Penalty 3260.861085 = -2318206.269420
  nChanged 90
		SP:Iteration 26Q (151817.380000 sec): 3 clusters
  Score: Raw -2321510.322377 + Penalty 3260.861085 = -2318249.461292
  nChanged 73
		SP:Iteration 27Q (151817.670000 sec): 3 clusters
  Score: Raw -2321549.663261 + Penalty 3260.861085 = -2318288.802176
  nChanged 52
		SP:Iteration 28Q (151817.920000 sec): 3 clusters
  Score: Raw -2321578.644652 + Penalty 3260.861085 = -2318317.783567
  nChanged 50
		SP:Iteration 29Q (151818.230000 sec): 3 clusters
  Score: Raw -2321609.083541 + Penalty 3260.861085 = -2318348.222456
  nChanged 33
		SP:Iteration 30Q (151818.500000 sec): 3 clusters
  Score: Raw -2321626.539021 + Penalty 3260.861085 = -2318365.677936
  nChanged 35
		SP:Iteration 31Q (151818.760000 sec): 3 clusters
  Score: Raw -2321648.168140 + Penalty 3260.861085 = -2318387.307056
  nChanged 31
		SP:Iteration 32Q (151819.050000 sec): 3 clusters
  Score: Raw -2321664.106772 + Penalty 3260.861085 = -2318403.245688
  nChanged 21
		SP:Iteration 33Q (151819.330000 sec): 3 clusters
  Score: Raw -2321675.210494 + Penalty 3260.861085 = -2318414.349410
  nChanged 17
		SP:Iteration 34Q (151819.660000 sec): 3 clusters
  Score: Raw -2321684.274847 + Penalty 3260.861085 = -2318423.413762
  nChanged 11
		SP:Iteration 35Q (151819.920000 sec): 3 clusters
  Score: Raw -2321689.246487 + Penalty 3260.861085 = -2318428.385402
  nChanged 11
		SP:Iteration 36Q (151820.180000 sec): 3 clusters
  Score: Raw -2321694.123631 + Penalty 3260.861085 = -2318433.262547
  nChanged 9
		SP:Iteration 37Q (151820.410000 sec): 3 clusters
  Score: Raw -2321696.765308 + Penalty 3260.861085 = -2318435.904223
  nChanged 6
		SP:Iteration 38Q (151820.670000 sec): 3 clusters
  Score: Raw -2321699.843683 + Penalty 3260.861085 = -2318438.982598
  nChanged 7
		SP:Iteration 39Q (151820.950000 sec): 3 clusters
  Score: Raw -2321702.623857 + Penalty 3260.861085 = -2318441.762772
  nChanged 3
		SP:Iteration 40F (151821.190000 sec): 3 clusters
  Score: Raw -2321704.008685 + Penalty 3260.861085 = -2318443.147600
  nChanged 4
		SP:Iteration 41Q (151821.470000 sec): 3 clusters
  Score: Raw -2321705.876547 + Penalty 3260.861085 = -2318445.015462
  nChanged 3
		SP:Iteration 42Q (151821.730000 sec): 3 clusters
  Score: Raw -2321707.153237 + Penalty 3260.861085 = -2318446.292153
  nChanged 6
		SP:Iteration 43Q (151822.020000 sec): 3 clusters
  Score: Raw -2321710.862369 + Penalty 3260.861085 = -2318450.001284
  nChanged 7
		SP:Iteration 44Q (151822.250000 sec): 3 clusters
  Score: Raw -2321715.787810 + Penalty 3260.861085 = -2318454.926725
  nChanged 8
		SP:Iteration 45Q (151822.490000 sec): 3 clusters
  Score: Raw -2321720.387164 + Penalty 3260.861085 = -2318459.526079
  nChanged 6
		SP:Iteration 46Q (151822.780000 sec): 3 clusters
  Score: Raw -2321723.207049 + Penalty 3260.861085 = -2318462.345964
  nChanged 6
		SP:Iteration 47Q (151823.040000 sec): 3 clusters
  Score: Raw -2321727.245084 + Penalty 3260.861085 = -2318466.384000
  nChanged 8
		SP:Iteration 48Q (151823.340000 sec): 3 clusters
  Score: Raw -2321731.256171 + Penalty 3260.861085 = -2318470.395086
  nChanged 5
		SP:Iteration 49Q (151823.610000 sec): 3 clusters
  Score: Raw -2321733.786758 + Penalty 3260.861085 = -2318472.925673
  nChanged 5
		SP:Iteration 50Q (151823.860000 sec): 3 clusters
  Score: Raw -2321736.088005 + Penalty 3260.861085 = -2318475.226921
  nChanged 4
		SP:Iteration 51Q (151824.130000 sec): 3 clusters
  Score: Raw -2321737.172404 + Penalty 3260.861085 = -2318476.311320
  nChanged 1
		SP:Iteration 52Q (151824.390000 sec): 3 clusters
  Score: Raw -2321737.339712 + Penalty 3260.861085 = -2318476.478628
  nChanged 0
		SP:Iteration 53F (151824.660000 sec): 3 clusters
  Score: Raw -2321737.339712 + Penalty 3260.861085 = -2318476.478628
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151824.740000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151824.890000 sec): 3 clusters
  Score: Raw -147755.948229 + Penalty 2342.795110 = -145413.153119
  nChanged 439
		SP:Iteration 1F (151825.090000 sec): 3 clusters
  Score: Raw -148120.555064 + Penalty 2342.795110 = -145777.759954
  nChanged 132
		SP:Iteration 2F (151825.220000 sec): 3 clusters
  Score: Raw -148289.531511 + Penalty 2342.795110 = -145946.736401
  nChanged 87
		SP:Iteration 3F (151825.360000 sec): 3 clusters
  Score: Raw -148396.288672 + Penalty 2342.795110 = -146053.493562
  nChanged 71
		SP:Iteration 4F (151825.500000 sec): 3 clusters
  Score: Raw -148493.499868 + Penalty 2342.795110 = -146150.704759
  nChanged 73
		SP:Iteration 5F (151825.670000 sec): 3 clusters
  Score: Raw -148575.402537 + Penalty 2342.795110 = -146232.607427
  nChanged 44
		SP:Iteration 6Q (151825.770000 sec): 3 clusters
  Score: Raw -148628.348728 + Penalty 2342.795110 = -146285.553619
  nChanged 33
		SP:Iteration 7Q (151825.880000 sec): 3 clusters
  Score: Raw -148666.901211 + Penalty 2342.795110 = -146324.106102
  nChanged 22
		SP:Iteration 8Q (151826.080000 sec): 3 clusters
  Score: Raw -148689.190954 + Penalty 2342.795110 = -146346.395845
  nChanged 20
		SP:Iteration 9Q (151826.250000 sec): 3 clusters
  Score: Raw -148711.855682 + Penalty 2342.795110 = -146369.060572
  nChanged 16
		SP:Iteration 10Q (151826.430000 sec): 3 clusters
  Score: Raw -148730.451423 + Penalty 2342.795110 = -146387.656313
  nChanged 10
		SP:Iteration 11Q (151826.620000 sec): 3 clusters
  Score: Raw -148745.407621 + Penalty 2342.795110 = -146402.612512
  nChanged 8
		SP:Iteration 12Q (151826.780000 sec): 3 clusters
  Score: Raw -148756.547334 + Penalty 2342.795110 = -146413.752224
  nChanged 10
		SP:Iteration 13Q (151826.980000 sec): 3 clusters
  Score: Raw -148768.383956 + Penalty 2342.795110 = -146425.588846
  nChanged 11
		SP:Iteration 14Q (151827.170000 sec): 3 clusters
  Score: Raw -148777.523870 + Penalty 2342.795110 = -146434.728760
  nChanged 4
		SP:Iteration 15Q (151827.310000 sec): 3 clusters
  Score: Raw -148782.148043 + Penalty 2342.795110 = -146439.352933
  nChanged 3
		SP:Iteration 16Q (151827.500000 sec): 3 clusters
  Score: Raw -148785.516766 + Penalty 2342.795110 = -146442.721656
  nChanged 4
		SP:Iteration 17Q (151827.680000 sec): 3 clusters
  Score: Raw -148789.607577 + Penalty 2342.795110 = -146446.812467
  nChanged 3
		SP:Iteration 18Q (151827.810000 sec): 3 clusters
  Score: Raw -148793.940482 + Penalty 2342.795110 = -146451.145372
  nChanged 2
		SP:Iteration 19Q (151827.960000 sec): 3 clusters
  Score: Raw -148795.888486 + Penalty 2342.795110 = -146453.093376
  nChanged 0
		SP:Iteration 20F (151828.120000 sec): 3 clusters
  Score: Raw -148795.888486 + Penalty 2342.795110 = -146453.093376
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151828.230000 sec): 2 clusters
  Score: Raw -389561.345200 + Penalty 1345.697870 = -388215.647330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151828.370000 sec): 3 clusters
  Score: Raw -387640.639934 + Penalty 2691.395740 = -384949.244194
  nChanged 1503
		SP:Iteration 1F (151828.540000 sec): 3 clusters
  Score: Raw -388519.755781 + Penalty 2691.395740 = -385828.360041
  nChanged 330
		SP:Iteration 2F (151828.710000 sec): 3 clusters
  Score: Raw -388767.682671 + Penalty 2691.395740 = -386076.286931
  nChanged 240
		SP:Iteration 3F (151828.840000 sec): 3 clusters
  Score: Raw -388951.264324 + Penalty 2691.395740 = -386259.868584
  nChanged 218
		SP:Iteration 4F (151829.030000 sec): 3 clusters
  Score: Raw -389099.322758 + Penalty 2691.395740 = -386407.927018
  nChanged 184
		SP:Iteration 5Q (151829.190000 sec): 3 clusters
  Score: Raw -389245.985312 + Penalty 2691.395740 = -386554.589572
  nChanged 181
		SP:Iteration 6Q (151829.320000 sec): 3 clusters
  Score: Raw -389372.698732 + Penalty 2691.395740 = -386681.302992
  nChanged 162
		SP:Iteration 7Q (151829.450000 sec): 3 clusters
  Score: Raw -389470.576983 + Penalty 2691.395740 = -386779.181243
  nChanged 126
		SP:Iteration 8Q (151829.640000 sec): 3 clusters
  Score: Raw -389555.335163 + Penalty 2691.395740 = -386863.939423
  nChanged 135
		SP:Iteration 9Q (151829.800000 sec): 3 clusters
  Score: Raw -389658.879226 + Penalty 2691.395740 = -386967.483486
  nChanged 134
		SP:Iteration 10Q (151829.930000 sec): 3 clusters
  Score: Raw -389774.936071 + Penalty 2691.395740 = -387083.540331
  nChanged 135
		SP:Iteration 11Q (151830.150000 sec): 3 clusters
  Score: Raw -389899.474525 + Penalty 2691.395740 = -387208.078785
  nChanged 116
		SP:Iteration 12Q (151830.360000 sec): 3 clusters
  Score: Raw -390001.679777 + Penalty 2691.395740 = -387310.284037
  nChanged 108
		SP:Iteration 13Q (151830.530000 sec): 3 clusters
  Score: Raw -390095.458994 + Penalty 2691.395740 = -387404.063254
  nChanged 105
		SP:Iteration 14Q (151830.680000 sec): 3 clusters
  Score: Raw -390164.199862 + Penalty 2691.395740 = -387472.804122
  nChanged 70
		SP:Iteration 15Q (151830.890000 sec): 3 clusters
  Score: Raw -390210.503206 + Penalty 2691.395740 = -387519.107466
  nChanged 59
		SP:Iteration 16Q (151831.100000 sec): 3 clusters
  Score: Raw -390248.375150 + Penalty 2691.395740 = -387556.979410
  nChanged 50
		SP:Iteration 17Q (151831.260000 sec): 3 clusters
  Score: Raw -390272.301721 + Penalty 2691.395740 = -387580.905981
  nChanged 35
		SP:Iteration 18Q (151831.420000 sec): 3 clusters
  Score: Raw -390287.780311 + Penalty 2691.395740 = -387596.384571
  nChanged 24
		SP:Iteration 19Q (151831.650000 sec): 3 clusters
  Score: Raw -390296.407852 + Penalty 2691.395740 = -387605.012112
  nChanged 20
		SP:Iteration 20F (151831.810000 sec): 3 clusters
  Score: Raw -390304.307498 + Penalty 2691.395740 = -387612.911758
  nChanged 17
		SP:Iteration 21Q (151832.000000 sec): 3 clusters
  Score: Raw -390309.489203 + Penalty 2691.395740 = -387618.093463
  nChanged 11
		SP:Iteration 22Q (151832.180000 sec): 3 clusters
  Score: Raw -390312.796577 + Penalty 2691.395740 = -387621.400837
  nChanged 11
		SP:Iteration 23Q (151832.390000 sec): 3 clusters
  Score: Raw -390315.767529 + Penalty 2691.395740 = -387624.371789
  nChanged 12
		SP:Iteration 24Q (151832.550000 sec): 3 clusters
  Score: Raw -390320.481343 + Penalty 2691.395740 = -387629.085603
  nChanged 9
		SP:Iteration 25Q (151832.770000 sec): 3 clusters
  Score: Raw -390324.595616 + Penalty 2691.395740 = -387633.199876
  nChanged 10
		SP:Iteration 26Q (151832.990000 sec): 3 clusters
  Score: Raw -390327.424436 + Penalty 2691.395740 = -387636.028696
  nChanged 4
		SP:Iteration 27Q (151833.180000 sec): 3 clusters
  Score: Raw -390328.272910 + Penalty 2691.395740 = -387636.877170
  nChanged 3
		SP:Iteration 28Q (151833.410000 sec): 3 clusters
  Score: Raw -390329.385360 + Penalty 2691.395740 = -387637.989620
  nChanged 6
		SP:Iteration 29Q (151833.580000 sec): 3 clusters
  Score: Raw -390331.019002 + Penalty 2691.395740 = -387639.623262
  nChanged 7
		SP:Iteration 30Q (151833.780000 sec): 3 clusters
  Score: Raw -390333.383109 + Penalty 2691.395740 = -387641.987369
  nChanged 8
		SP:Iteration 31Q (151833.980000 sec): 3 clusters
  Score: Raw -390335.549366 + Penalty 2691.395740 = -387644.153626
  nChanged 9
		SP:Iteration 32Q (151834.190000 sec): 3 clusters
  Score: Raw -390337.036784 + Penalty 2691.395740 = -387645.641045
  nChanged 5
		SP:Iteration 33Q (151834.400000 sec): 3 clusters
  Score: Raw -390339.416080 + Penalty 2691.395740 = -387648.020340
  nChanged 7
		SP:Iteration 34Q (151834.650000 sec): 3 clusters
  Score: Raw -390343.022754 + Penalty 2691.395740 = -387651.627014
  nChanged 8
		SP:Iteration 35Q (151834.820000 sec): 3 clusters
  Score: Raw -390345.944390 + Penalty 2691.395740 = -387654.548650
  nChanged 9
		SP:Iteration 36Q (151835.020000 sec): 3 clusters
  Score: Raw -390349.675446 + Penalty 2691.395740 = -387658.279706
  nChanged 9
		SP:Iteration 37Q (151835.180000 sec): 3 clusters
  Score: Raw -390352.329045 + Penalty 2691.395740 = -387660.933305
  nChanged 6
		SP:Iteration 38Q (151835.430000 sec): 3 clusters
  Score: Raw -390354.401034 + Penalty 2691.395740 = -387663.005294
  nChanged 3
		SP:Iteration 39Q (151835.590000 sec): 3 clusters
  Score: Raw -390355.692108 + Penalty 2691.395740 = -387664.296369
  nChanged 4
		SP:Iteration 40F (151835.760000 sec): 3 clusters
  Score: Raw -390356.958755 + Penalty 2691.395740 = -387665.563015
  nChanged 3
		SP:Iteration 41Q (151835.980000 sec): 3 clusters
  Score: Raw -390357.406328 + Penalty 2691.395740 = -387666.010588
  nChanged 1
		SP:Iteration 42Q (151836.190000 sec): 3 clusters
  Score: Raw -390357.645601 + Penalty 2691.395740 = -387666.249861
  nChanged 1
		SP:Iteration 43Q (151836.400000 sec): 3 clusters
  Score: Raw -390357.727883 + Penalty 2691.395740 = -387666.332144
  nChanged 1
		SP:Iteration 44Q (151836.630000 sec): 3 clusters
  Score: Raw -390358.065242 + Penalty 2691.395740 = -387666.669502
  nChanged 1
		SP:Iteration 45Q (151836.790000 sec): 3 clusters
  Score: Raw -390358.702155 + Penalty 2691.395740 = -387667.306416
  nChanged 3
		SP:Iteration 46Q (151836.980000 sec): 3 clusters
  Score: Raw -390360.124974 + Penalty 2691.395740 = -387668.729235
  nChanged 2
		SP:Iteration 47Q (151837.170000 sec): 3 clusters
  Score: Raw -390360.433945 + Penalty 2691.395740 = -387669.038205
  nChanged 0
		SP:Iteration 48F (151837.370000 sec): 3 clusters
  Score: Raw -390360.433945 + Penalty 2691.395740 = -387669.038205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151837.490000 sec): 2 clusters
  Score: Raw -783123.281133 + Penalty 1447.222849 = -781676.058284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151837.720000 sec): 3 clusters
  Score: Raw -779148.474883 + Penalty 2894.445699 = -776254.029185
  nChanged 3116
		SP:Iteration 1F (151837.910000 sec): 3 clusters
  Score: Raw -780899.965460 + Penalty 2894.445699 = -778005.519761
  nChanged 537
		SP:Iteration 2F (151838.100000 sec): 3 clusters
  Score: Raw -781280.483800 + Penalty 2894.445699 = -778386.038101
  nChanged 501
		SP:Iteration 3F (151838.340000 sec): 3 clusters
  Score: Raw -781613.401135 + Penalty 2894.445699 = -778718.955436
  nChanged 425
		SP:Iteration 4F (151838.520000 sec): 3 clusters
  Score: Raw -781882.258982 + Penalty 2894.445699 = -778987.813284
  nChanged 388
		SP:Iteration 5F (151838.700000 sec): 3 clusters
  Score: Raw -782114.720063 + Penalty 2894.445699 = -779220.274364
  nChanged 328
		SP:Iteration 6Q (151838.940000 sec): 3 clusters
  Score: Raw -782290.473791 + Penalty 2894.445699 = -779396.028092
  nChanged 267
		SP:Iteration 7Q (151839.140000 sec): 3 clusters
  Score: Raw -782435.984849 + Penalty 2894.445699 = -779541.539150
  nChanged 249
		SP:Iteration 8Q (151839.390000 sec): 3 clusters
  Score: Raw -782547.815646 + Penalty 2894.445699 = -779653.369948
  nChanged 199
		SP:Iteration 9Q (151839.620000 sec): 3 clusters
  Score: Raw -782629.326014 + Penalty 2894.445699 = -779734.880316
  nChanged 168
		SP:Iteration 10Q (151839.830000 sec): 3 clusters
  Score: Raw -782692.593053 + Penalty 2894.445699 = -779798.147354
  nChanged 127
		SP:Iteration 11Q (151840.030000 sec): 3 clusters
  Score: Raw -782738.633377 + Penalty 2894.445699 = -779844.187678
  nChanged 117
		SP:Iteration 12Q (151840.300000 sec): 3 clusters
  Score: Raw -782784.751060 + Penalty 2894.445699 = -779890.305361
  nChanged 118
		SP:Iteration 13Q (151840.490000 sec): 3 clusters
  Score: Raw -782827.969142 + Penalty 2894.445699 = -779933.523444
  nChanged 113
		SP:Iteration 14Q (151840.720000 sec): 3 clusters
  Score: Raw -782869.448804 + Penalty 2894.445699 = -779975.003106
  nChanged 109
		SP:Iteration 15Q (151840.960000 sec): 3 clusters
  Score: Raw -782908.798361 + Penalty 2894.445699 = -780014.352663
  nChanged 103
		SP:Iteration 16Q (151841.140000 sec): 3 clusters
  Score: Raw -782941.236122 + Penalty 2894.445699 = -780046.790424
  nChanged 94
		SP:Iteration 17Q (151841.340000 sec): 3 clusters
  Score: Raw -782970.803870 + Penalty 2894.445699 = -780076.358171
  nChanged 86
		SP:Iteration 18Q (151841.560000 sec): 3 clusters
  Score: Raw -782999.850173 + Penalty 2894.445699 = -780105.404474
  nChanged 79
		SP:Iteration 19Q (151841.790000 sec): 3 clusters
  Score: Raw -783026.511579 + Penalty 2894.445699 = -780132.065881
  nChanged 73
		SP:Iteration 20F (151841.980000 sec): 3 clusters
  Score: Raw -783049.501497 + Penalty 2894.445699 = -780155.055798
  nChanged 80
		SP:Iteration 21Q (151842.220000 sec): 3 clusters
  Score: Raw -783070.816683 + Penalty 2894.445699 = -780176.370984
  nChanged 74
		SP:Iteration 22Q (151842.440000 sec): 3 clusters
  Score: Raw -783094.433631 + Penalty 2894.445699 = -780199.987932
  nChanged 80
		SP:Iteration 23Q (151842.640000 sec): 3 clusters
  Score: Raw -783121.601856 + Penalty 2894.445699 = -780227.156158
  nChanged 89
		SP:Iteration 24Q (151842.870000 sec): 3 clusters
  Score: Raw -783154.957362 + Penalty 2894.445699 = -780260.511663
  nChanged 100
		SP:Iteration 25Q (151843.050000 sec): 3 clusters
  Score: Raw -783192.736356 + Penalty 2894.445699 = -780298.290658
  nChanged 100
		SP:Iteration 26Q (151843.260000 sec): 3 clusters
  Score: Raw -783231.046302 + Penalty 2894.445699 = -780336.600604
  nChanged 88
		SP:Iteration 27Q (151843.460000 sec): 3 clusters
  Score: Raw -783266.244336 + Penalty 2894.445699 = -780371.798637
  nChanged 98
		SP:Iteration 28Q (151843.660000 sec): 3 clusters
  Score: Raw -783305.015919 + Penalty 2894.445699 = -780410.570220
  nChanged 86
		SP:Iteration 29Q (151843.940000 sec): 3 clusters
  Score: Raw -783333.077745 + Penalty 2894.445699 = -780438.632046
  nChanged 79
		SP:Iteration 30Q (151844.160000 sec): 3 clusters
  Score: Raw -783356.949519 + Penalty 2894.445699 = -780462.503821
  nChanged 61
		SP:Iteration 31Q (151844.330000 sec): 3 clusters
  Score: Raw -783377.840184 + Penalty 2894.445699 = -780483.394485
  nChanged 52
		SP:Iteration 32Q (151844.560000 sec): 3 clusters
  Score: Raw -783394.995777 + Penalty 2894.445699 = -780500.550078
  nChanged 51
		SP:Iteration 33Q (151844.800000 sec): 3 clusters
  Score: Raw -783412.195084 + Penalty 2894.445699 = -780517.749385
  nChanged 50
		SP:Iteration 34Q (151845.040000 sec): 3 clusters
  Score: Raw -783428.560323 + Penalty 2894.445699 = -780534.114625
  nChanged 42
		SP:Iteration 35Q (151845.270000 sec): 3 clusters
  Score: Raw -783439.479339 + Penalty 2894.445699 = -780545.033641
  nChanged 36
		SP:Iteration 36Q (151845.480000 sec): 3 clusters
  Score: Raw -783449.274269 + Penalty 2894.445699 = -780554.828570
  nChanged 29
		SP:Iteration 37Q (151845.670000 sec): 3 clusters
  Score: Raw -783455.486475 + Penalty 2894.445699 = -780561.040776
  nChanged 28
		SP:Iteration 38Q (151845.870000 sec): 3 clusters
  Score: Raw -783461.738074 + Penalty 2894.445699 = -780567.292376
  nChanged 23
		SP:Iteration 39Q (151846.070000 sec): 3 clusters
  Score: Raw -783466.108243 + Penalty 2894.445699 = -780571.662545
  nChanged 17
		SP:Iteration 40F (151846.290000 sec): 3 clusters
  Score: Raw -783468.678435 + Penalty 2894.445699 = -780574.232736
  nChanged 13
		SP:Iteration 41Q (151846.480000 sec): 3 clusters
  Score: Raw -783471.351158 + Penalty 2894.445699 = -780576.905460
  nChanged 16
		SP:Iteration 42Q (151846.720000 sec): 3 clusters
  Score: Raw -783474.598089 + Penalty 2894.445699 = -780580.152390
  nChanged 20
		SP:Iteration 43Q (151846.930000 sec): 3 clusters
  Score: Raw -783478.070720 + Penalty 2894.445699 = -780583.625022
  nChanged 15
		SP:Iteration 44Q (151847.110000 sec): 3 clusters
  Score: Raw -783481.489366 + Penalty 2894.445699 = -780587.043667
  nChanged 16
		SP:Iteration 45Q (151847.290000 sec): 3 clusters
  Score: Raw -783484.465039 + Penalty 2894.445699 = -780590.019340
  nChanged 12
		SP:Iteration 46Q (151847.530000 sec): 3 clusters
  Score: Raw -783486.722914 + Penalty 2894.445699 = -780592.277215
  nChanged 11
		SP:Iteration 47Q (151847.700000 sec): 3 clusters
  Score: Raw -783488.784482 + Penalty 2894.445699 = -780594.338784
  nChanged 7
		SP:Iteration 48Q (151847.900000 sec): 3 clusters
  Score: Raw -783489.968020 + Penalty 2894.445699 = -780595.522321
  nChanged 7
		SP:Iteration 49Q (151848.130000 sec): 3 clusters
  Score: Raw -783491.668161 + Penalty 2894.445699 = -780597.222462
  nChanged 7
		SP:Iteration 50Q (151848.370000 sec): 3 clusters
  Score: Raw -783493.426349 + Penalty 2894.445699 = -780598.980650
  nChanged 9
		SP:Iteration 51Q (151848.570000 sec): 3 clusters
  Score: Raw -783496.116725 + Penalty 2894.445699 = -780601.671026
  nChanged 14
		SP:Iteration 52Q (151848.790000 sec): 3 clusters
  Score: Raw -783499.936636 + Penalty 2894.445699 = -780605.490937
  nChanged 18
		SP:Iteration 53Q (151849.000000 sec): 3 clusters
  Score: Raw -783505.126049 + Penalty 2894.445699 = -780610.680351
  nChanged 20
		SP:Iteration 54Q (151849.260000 sec): 3 clusters
  Score: Raw -783509.225539 + Penalty 2894.445699 = -780614.779840
  nChanged 14
		SP:Iteration 55Q (151849.480000 sec): 3 clusters
  Score: Raw -783513.316568 + Penalty 2894.445699 = -780618.870869
  nChanged 18
		SP:Iteration 56Q (151849.690000 sec): 3 clusters
  Score: Raw -783517.403657 + Penalty 2894.445699 = -780622.957958
  nChanged 12
		SP:Iteration 57Q (151849.880000 sec): 3 clusters
  Score: Raw -783520.465399 + Penalty 2894.445699 = -780626.019700
  nChanged 13
		SP:Iteration 58Q (151850.080000 sec): 3 clusters
  Score: Raw -783524.801689 + Penalty 2894.445699 = -780630.355991
  nChanged 20
		SP:Iteration 59Q (151850.280000 sec): 3 clusters
  Score: Raw -783530.163949 + Penalty 2894.445699 = -780635.718250
  nChanged 21
		SP:Iteration 60F (151850.490000 sec): 3 clusters
  Score: Raw -783535.073173 + Penalty 2894.445699 = -780640.627474
  nChanged 15
		SP:Iteration 61Q (151850.720000 sec): 3 clusters
  Score: Raw -783539.771864 + Penalty 2894.445699 = -780645.326165
  nChanged 16
		SP:Iteration 62Q (151850.900000 sec): 3 clusters
  Score: Raw -783544.647770 + Penalty 2894.445699 = -780650.202071
  nChanged 11
		SP:Iteration 63Q (151851.100000 sec): 3 clusters
  Score: Raw -783547.879274 + Penalty 2894.445699 = -780653.433575
  nChanged 15
		SP:Iteration 64Q (151851.310000 sec): 3 clusters
  Score: Raw -783551.924811 + Penalty 2894.445699 = -780657.479112
  nChanged 12
		SP:Iteration 65Q (151851.540000 sec): 3 clusters
  Score: Raw -783555.624596 + Penalty 2894.445699 = -780661.178897
  nChanged 12
		SP:Iteration 66Q (151851.760000 sec): 3 clusters
  Score: Raw -783558.697161 + Penalty 2894.445699 = -780664.251462
  nChanged 12
		SP:Iteration 67Q (151851.920000 sec): 3 clusters
  Score: Raw -783562.184370 + Penalty 2894.445699 = -780667.738671
  nChanged 13
		SP:Iteration 68Q (151852.180000 sec): 3 clusters
  Score: Raw -783565.312981 + Penalty 2894.445699 = -780670.867283
  nChanged 10
		SP:Iteration 69Q (151852.400000 sec): 3 clusters
  Score: Raw -783567.976476 + Penalty 2894.445699 = -780673.530777
  nChanged 12
		SP:Iteration 70Q (151852.590000 sec): 3 clusters
  Score: Raw -783571.099762 + Penalty 2894.445699 = -780676.654063
  nChanged 10
		SP:Iteration 71Q (151852.780000 sec): 3 clusters
  Score: Raw -783573.449823 + Penalty 2894.445699 = -780679.004124
  nChanged 7
		SP:Iteration 72Q (151853.020000 sec): 3 clusters
  Score: Raw -783574.980679 + Penalty 2894.445699 = -780680.534980
  nChanged 6
		SP:Iteration 73Q (151853.280000 sec): 3 clusters
  Score: Raw -783576.944258 + Penalty 2894.445699 = -780682.498559
  nChanged 7
		SP:Iteration 74Q (151853.470000 sec): 3 clusters
  Score: Raw -783578.264188 + Penalty 2894.445699 = -780683.818489
  nChanged 6
		SP:Iteration 75Q (151853.670000 sec): 3 clusters
  Score: Raw -783579.295153 + Penalty 2894.445699 = -780684.849454
  nChanged 3
		SP:Iteration 76Q (151853.870000 sec): 3 clusters
  Score: Raw -783580.192637 + Penalty 2894.445699 = -780685.746938
  nChanged 6
		SP:Iteration 77Q (151854.140000 sec): 3 clusters
  Score: Raw -783581.474795 + Penalty 2894.445699 = -780687.029096
  nChanged 4
		SP:Iteration 78Q (151854.360000 sec): 3 clusters
  Score: Raw -783582.472511 + Penalty 2894.445699 = -780688.026812
  nChanged 2
		SP:Iteration 79Q (151854.570000 sec): 3 clusters
  Score: Raw -783583.208361 + Penalty 2894.445699 = -780688.762663
  nChanged 8
		SP:Iteration 80F (151854.730000 sec): 3 clusters
  Score: Raw -783585.426680 + Penalty 2894.445699 = -780690.980982
  nChanged 9
		SP:Iteration 81Q (151854.920000 sec): 3 clusters
  Score: Raw -783587.890366 + Penalty 2894.445699 = -780693.444667
  nChanged 6
		SP:Iteration 82Q (151855.140000 sec): 3 clusters
  Score: Raw -783589.087157 + Penalty 2894.445699 = -780694.641458
  nChanged 5
		SP:Iteration 83Q (151855.360000 sec): 3 clusters
  Score: Raw -783590.294529 + Penalty 2894.445699 = -780695.848830
  nChanged 7
		SP:Iteration 84Q (151855.540000 sec): 3 clusters
  Score: Raw -783591.912444 + Penalty 2894.445699 = -780697.466745
  nChanged 1
		SP:Iteration 85Q (151855.710000 sec): 3 clusters
  Score: Raw -783592.063313 + Penalty 2894.445699 = -780697.617615
  nChanged 2
		SP:Iteration 86Q (151855.920000 sec): 3 clusters
  Score: Raw -783592.375735 + Penalty 2894.445699 = -780697.930036
  nChanged 1
		SP:Iteration 87Q (151856.110000 sec): 3 clusters
  Score: Raw -783592.593435 + Penalty 2894.445699 = -780698.147736
  nChanged 2
		SP:Iteration 88Q (151856.310000 sec): 3 clusters
  Score: Raw -783592.883567 + Penalty 2894.445699 = -780698.437868
  nChanged 1
		SP:Iteration 89Q (151856.480000 sec): 3 clusters
  Score: Raw -783593.119559 + Penalty 2894.445699 = -780698.673860
  nChanged 1
		SP:Iteration 90Q (151856.690000 sec): 3 clusters
  Score: Raw -783593.339564 + Penalty 2894.445699 = -780698.893865
  nChanged 3
		SP:Iteration 91Q (151856.920000 sec): 3 clusters
  Score: Raw -783593.791933 + Penalty 2894.445699 = -780699.346235
  nChanged 3
		SP:Iteration 92Q (151857.090000 sec): 3 clusters
  Score: Raw -783594.261657 + Penalty 2894.445699 = -780699.815958
  nChanged 2
		SP:Iteration 93Q (151857.300000 sec): 3 clusters
  Score: Raw -783594.958874 + Penalty 2894.445699 = -780700.513175
  nChanged 2
		SP:Iteration 94Q (151857.500000 sec): 3 clusters
  Score: Raw -783595.242382 + Penalty 2894.445699 = -780700.796683
  nChanged 1
		SP:Iteration 95Q (151857.740000 sec): 3 clusters
  Score: Raw -783595.506356 + Penalty 2894.445699 = -780701.060657
  nChanged 1
		SP:Iteration 96Q (151857.940000 sec): 3 clusters
  Score: Raw -783595.664697 + Penalty 2894.445699 = -780701.218998
  nChanged 0
		SP:Iteration 97F (151858.110000 sec): 3 clusters
  Score: Raw -783595.664697 + Penalty 2894.445699 = -780701.218998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151858.220000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151858.380000 sec): 3 clusters
  Score: Raw -85717.068560 + Penalty 2192.965621 = -83524.102939
  nChanged 248
		SP:Iteration 1F (151858.540000 sec): 3 clusters
  Score: Raw -85992.669722 + Penalty 2192.965621 = -83799.704100
  nChanged 69
		SP:Iteration 2F (151858.750000 sec): 3 clusters
  Score: Raw -86087.211447 + Penalty 2192.965621 = -83894.245826
  nChanged 31
		SP:Iteration 3Q (151858.870000 sec): 3 clusters
  Score: Raw -86122.422058 + Penalty 2192.965621 = -83929.456437
  nChanged 15
		SP:Iteration 4Q (151859.000000 sec): 3 clusters
  Score: Raw -86137.440906 + Penalty 2192.965621 = -83944.475285
  nChanged 8
		SP:Iteration 5Q (151859.140000 sec): 3 clusters
  Score: Raw -86143.738738 + Penalty 2192.965621 = -83950.773117
  nChanged 5
		SP:Iteration 6Q (151859.290000 sec): 3 clusters
  Score: Raw -86148.457991 + Penalty 2192.965621 = -83955.492369
  nChanged 2
		SP:Iteration 7Q (151859.420000 sec): 3 clusters
  Score: Raw -86150.979980 + Penalty 2192.965621 = -83958.014359
  nChanged 1
		SP:Iteration 8Q (151859.610000 sec): 3 clusters
  Score: Raw -86152.610051 + Penalty 2192.965621 = -83959.644430
  nChanged 1
		SP:Iteration 9Q (151859.740000 sec): 3 clusters
  Score: Raw -86153.456488 + Penalty 2192.965621 = -83960.490867
  nChanged 0
		SP:Iteration 10F (151859.940000 sec): 3 clusters
  Score: Raw -86153.456488 + Penalty 2192.965621 = -83960.490867
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151860.080000 sec): 2 clusters
  Score: Raw -1646172.070084 + Penalty 1572.323000 = -1644599.747084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151860.320000 sec): 3 clusters
  Score: Raw -1636694.143264 + Penalty 3144.646000 = -1633549.497264
  nChanged 7100
		SP:Iteration 1F (151860.570000 sec): 3 clusters
  Score: Raw -1640818.593748 + Penalty 3144.646000 = -1637673.947748
  nChanged 1075
		SP:Iteration 2F (151860.810000 sec): 3 clusters
  Score: Raw -1641398.971871 + Penalty 3144.646000 = -1638254.325872
  nChanged 1094
		SP:Iteration 3F (151861.020000 sec): 3 clusters
  Score: Raw -1642114.994328 + Penalty 3144.646000 = -1638970.348328
  nChanged 1191
		SP:Iteration 4F (151861.260000 sec): 3 clusters
  Score: Raw -1642982.395850 + Penalty 3144.646000 = -1639837.749851
  nChanged 1164
		SP:Iteration 5F (151861.540000 sec): 3 clusters
  Score: Raw -1643908.320819 + Penalty 3144.646000 = -1640763.674819
  nChanged 966
		SP:Iteration 6F (151861.740000 sec): 3 clusters
  Score: Raw -1644711.344077 + Penalty 3144.646000 = -1641566.698078
  nChanged 716
		SP:Iteration 7Q (151861.960000 sec): 3 clusters
  Score: Raw -1645348.494997 + Penalty 3144.646000 = -1642203.848997
  nChanged 524
		SP:Iteration 8Q (151862.250000 sec): 3 clusters
  Score: Raw -1645820.982561 + Penalty 3144.646000 = -1642676.336561
  nChanged 342
		SP:Iteration 9Q (151862.470000 sec): 3 clusters
  Score: Raw -1646125.672750 + Penalty 3144.646000 = -1642981.026751
  nChanged 258
		SP:Iteration 10Q (151862.720000 sec): 3 clusters
  Score: Raw -1646371.298877 + Penalty 3144.646000 = -1643226.652877
  nChanged 178
		SP:Iteration 11Q (151862.950000 sec): 3 clusters
  Score: Raw -1646505.211975 + Penalty 3144.646000 = -1643360.565975
  nChanged 121
		SP:Iteration 12Q (151863.220000 sec): 3 clusters
  Score: Raw -1646585.951214 + Penalty 3144.646000 = -1643441.305214
  nChanged 95
		SP:Iteration 13Q (151863.450000 sec): 3 clusters
  Score: Raw -1646633.053768 + Penalty 3144.646000 = -1643488.407768
  nChanged 59
		SP:Iteration 14Q (151863.700000 sec): 3 clusters
  Score: Raw -1646664.484772 + Penalty 3144.646000 = -1643519.838773
  nChanged 40
		SP:Iteration 15Q (151863.920000 sec): 3 clusters
  Score: Raw -1646679.366567 + Penalty 3144.646000 = -1643534.720567
  nChanged 32
		SP:Iteration 16Q (151864.170000 sec): 3 clusters
  Score: Raw -1646689.839305 + Penalty 3144.646000 = -1643545.193305
  nChanged 29
		SP:Iteration 17Q (151864.460000 sec): 3 clusters
  Score: Raw -1646698.427541 + Penalty 3144.646000 = -1643553.781542
  nChanged 17
		SP:Iteration 18Q (151864.710000 sec): 3 clusters
  Score: Raw -1646703.216784 + Penalty 3144.646000 = -1643558.570784
  nChanged 9
		SP:Iteration 19Q (151864.950000 sec): 3 clusters
  Score: Raw -1646706.027595 + Penalty 3144.646000 = -1643561.381595
  nChanged 6
		SP:Iteration 20F (151865.210000 sec): 3 clusters
  Score: Raw -1646707.403323 + Penalty 3144.646000 = -1643562.757323
  nChanged 6
		SP:Iteration 21Q (151865.500000 sec): 3 clusters
  Score: Raw -1646708.789470 + Penalty 3144.646000 = -1643564.143470
  nChanged 4
		SP:Iteration 22Q (151865.740000 sec): 3 clusters
  Score: Raw -1646709.571514 + Penalty 3144.646000 = -1643564.925515
  nChanged 6
		SP:Iteration 23Q (151866.040000 sec): 3 clusters
  Score: Raw -1646712.192347 + Penalty 3144.646000 = -1643567.546347
  nChanged 16
		SP:Iteration 24Q (151866.280000 sec): 3 clusters
  Score: Raw -1646718.205112 + Penalty 3144.646000 = -1643573.559112
  nChanged 16
		SP:Iteration 25Q (151866.480000 sec): 3 clusters
  Score: Raw -1646723.728921 + Penalty 3144.646000 = -1643579.082921
  nChanged 14
		SP:Iteration 26Q (151866.700000 sec): 3 clusters
  Score: Raw -1646729.445631 + Penalty 3144.646000 = -1643584.799631
  nChanged 15
		SP:Iteration 27Q (151866.970000 sec): 3 clusters
  Score: Raw -1646733.962331 + Penalty 3144.646000 = -1643589.316331
  nChanged 10
		SP:Iteration 28Q (151867.200000 sec): 3 clusters
  Score: Raw -1646737.520996 + Penalty 3144.646000 = -1643592.874996
  nChanged 11
		SP:Iteration 29Q (151867.420000 sec): 3 clusters
  Score: Raw -1646740.875875 + Penalty 3144.646000 = -1643596.229875
  nChanged 6
		SP:Iteration 30Q (151867.650000 sec): 3 clusters
  Score: Raw -1646742.765998 + Penalty 3144.646000 = -1643598.119999
  nChanged 6
		SP:Iteration 31Q (151867.870000 sec): 3 clusters
  Score: Raw -1646744.424772 + Penalty 3144.646000 = -1643599.778772
  nChanged 4
		SP:Iteration 32Q (151868.140000 sec): 3 clusters
  Score: Raw -1646744.959017 + Penalty 3144.646000 = -1643600.313017
  nChanged 3
		SP:Iteration 33Q (151868.380000 sec): 3 clusters
  Score: Raw -1646745.517599 + Penalty 3144.646000 = -1643600.871599
  nChanged 3
		SP:Iteration 34Q (151868.630000 sec): 3 clusters
  Score: Raw -1646746.570796 + Penalty 3144.646000 = -1643601.924796
  nChanged 5
		SP:Iteration 35Q (151868.870000 sec): 3 clusters
  Score: Raw -1646747.630088 + Penalty 3144.646000 = -1643602.984088
  nChanged 4
		SP:Iteration 36Q (151869.100000 sec): 3 clusters
  Score: Raw -1646749.199336 + Penalty 3144.646000 = -1643604.553336
  nChanged 5
		SP:Iteration 37Q (151869.340000 sec): 3 clusters
  Score: Raw -1646750.741232 + Penalty 3144.646000 = -1643606.095232
  nChanged 8
		SP:Iteration 38Q (151869.600000 sec): 3 clusters
  Score: Raw -1646753.506815 + Penalty 3144.646000 = -1643608.860815
  nChanged 8
		SP:Iteration 39Q (151869.840000 sec): 3 clusters
  Score: Raw -1646755.523013 + Penalty 3144.646000 = -1643610.877013
  nChanged 6
		SP:Iteration 40F (151870.060000 sec): 3 clusters
  Score: Raw -1646756.658096 + Penalty 3144.646000 = -1643612.012097
  nChanged 4
		SP:Iteration 41Q (151870.290000 sec): 3 clusters
  Score: Raw -1646757.683772 + Penalty 3144.646000 = -1643613.037772
  nChanged 6
		SP:Iteration 42Q (151870.580000 sec): 3 clusters
  Score: Raw -1646759.440646 + Penalty 3144.646000 = -1643614.794646
  nChanged 6
		SP:Iteration 43Q (151870.800000 sec): 3 clusters
  Score: Raw -1646762.258785 + Penalty 3144.646000 = -1643617.612785
  nChanged 7
		SP:Iteration 44Q (151871.030000 sec): 3 clusters
  Score: Raw -1646764.915252 + Penalty 3144.646000 = -1643620.269252
  nChanged 7
		SP:Iteration 45Q (151871.260000 sec): 3 clusters
  Score: Raw -1646767.079024 + Penalty 3144.646000 = -1643622.433024
  nChanged 8
		SP:Iteration 46Q (151871.480000 sec): 3 clusters
  Score: Raw -1646769.946026 + Penalty 3144.646000 = -1643625.300026
  nChanged 8
		SP:Iteration 47Q (151871.700000 sec): 3 clusters
  Score: Raw -1646772.410562 + Penalty 3144.646000 = -1643627.764562
  nChanged 6
		SP:Iteration 48Q (151871.940000 sec): 3 clusters
  Score: Raw -1646774.013485 + Penalty 3144.646000 = -1643629.367485
  nChanged 2
		SP:Iteration 49Q (151872.160000 sec): 3 clusters
  Score: Raw -1646774.567377 + Penalty 3144.646000 = -1643629.921378
  nChanged 3
		SP:Iteration 50Q (151872.420000 sec): 3 clusters
  Score: Raw -1646775.488823 + Penalty 3144.646000 = -1643630.842823
  nChanged 2
		SP:Iteration 51Q (151872.670000 sec): 3 clusters
  Score: Raw -1646775.919852 + Penalty 3144.646000 = -1643631.273852
  nChanged 2
		SP:Iteration 52Q (151872.930000 sec): 3 clusters
  Score: Raw -1646776.345064 + Penalty 3144.646000 = -1643631.699064
  nChanged 1
		SP:Iteration 53Q (151873.180000 sec): 3 clusters
  Score: Raw -1646776.989777 + Penalty 3144.646000 = -1643632.343777
  nChanged 1
		SP:Iteration 54Q (151873.410000 sec): 3 clusters
  Score: Raw -1646777.174674 + Penalty 3144.646000 = -1643632.528674
  nChanged 0
		SP:Iteration 55F (151873.670000 sec): 3 clusters
  Score: Raw -1646777.174674 + Penalty 3144.646000 = -1643632.528674
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151873.830000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151873.980000 sec): 3 clusters
  Score: Raw -46969.863692 + Penalty 1975.978288 = -44993.885404
  nChanged 89
		SP:Iteration 1F (151874.160000 sec): 3 clusters
  Score: Raw -47074.870669 + Penalty 1975.978288 = -45098.892381
  nChanged 16
		SP:Iteration 2Q (151874.370000 sec): 3 clusters
  Score: Raw -47097.206420 + Penalty 1975.978288 = -45121.228131
  nChanged 7
		SP:Iteration 3Q (151874.550000 sec): 3 clusters
  Score: Raw -47110.725394 + Penalty 1975.978288 = -45134.747106
  nChanged 7
		SP:Iteration 4Q (151874.710000 sec): 3 clusters
  Score: Raw -47123.626459 + Penalty 1975.978288 = -45147.648170
  nChanged 4
		SP:Iteration 5Q (151874.930000 sec): 3 clusters
  Score: Raw -47128.073310 + Penalty 1975.978288 = -45152.095022
  nChanged 2
		SP:Iteration 6Q (151875.070000 sec): 3 clusters
  Score: Raw -47130.264287 + Penalty 1975.978288 = -45154.285998
  nChanged 0
		SP:Iteration 7F (151875.270000 sec): 3 clusters
  Score: Raw -47130.264287 + Penalty 1975.978288 = -45154.285998
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151875.400000 sec): 2 clusters
  Score: Raw -472148.986987 + Penalty 1388.720936 = -470760.266051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151875.630000 sec): 3 clusters
  Score: Raw -469474.593935 + Penalty 2777.441873 = -466697.152062
  nChanged 2094
		SP:Iteration 1F (151875.820000 sec): 3 clusters
  Score: Raw -470714.862340 + Penalty 2777.441873 = -467937.420467
  nChanged 396
		SP:Iteration 2F (151876.000000 sec): 3 clusters
  Score: Raw -470936.058480 + Penalty 2777.441873 = -468158.616607
  nChanged 260
		SP:Iteration 3F (151876.150000 sec): 3 clusters
  Score: Raw -471108.506733 + Penalty 2777.441873 = -468331.064860
  nChanged 242
		SP:Iteration 4Q (151876.290000 sec): 3 clusters
  Score: Raw -471249.613505 + Penalty 2777.441873 = -468472.171632
  nChanged 206
		SP:Iteration 5Q (151876.470000 sec): 3 clusters
  Score: Raw -471348.232429 + Penalty 2777.441873 = -468570.790557
  nChanged 176
		SP:Iteration 6Q (151876.620000 sec): 3 clusters
  Score: Raw -471451.593763 + Penalty 2777.441873 = -468674.151890
  nChanged 178
		SP:Iteration 7Q (151876.790000 sec): 3 clusters
  Score: Raw -471552.882598 + Penalty 2777.441873 = -468775.440725
  nChanged 163
		SP:Iteration 8Q (151877.000000 sec): 3 clusters
  Score: Raw -471648.766700 + Penalty 2777.441873 = -468871.324827
  nChanged 170
		SP:Iteration 9Q (151877.240000 sec): 3 clusters
  Score: Raw -471744.217560 + Penalty 2777.441873 = -468966.775687
  nChanged 155
		SP:Iteration 10Q (151877.390000 sec): 3 clusters
  Score: Raw -471834.102092 + Penalty 2777.441873 = -469056.660219
  nChanged 127
		SP:Iteration 11Q (151877.570000 sec): 3 clusters
  Score: Raw -471913.970988 + Penalty 2777.441873 = -469136.529115
  nChanged 143
		SP:Iteration 12Q (151877.770000 sec): 3 clusters
  Score: Raw -471990.806429 + Penalty 2777.441873 = -469213.364556
  nChanged 129
		SP:Iteration 13Q (151877.950000 sec): 3 clusters
  Score: Raw -472052.532956 + Penalty 2777.441873 = -469275.091083
  nChanged 105
		SP:Iteration 14Q (151878.150000 sec): 3 clusters
  Score: Raw -472100.452632 + Penalty 2777.441873 = -469323.010759
  nChanged 86
		SP:Iteration 15Q (151878.370000 sec): 3 clusters
  Score: Raw -472137.153592 + Penalty 2777.441873 = -469359.711719
  nChanged 67
		SP:Iteration 16Q (151878.600000 sec): 3 clusters
  Score: Raw -472166.446297 + Penalty 2777.441873 = -469389.004424
  nChanged 63
		SP:Iteration 17Q (151878.820000 sec): 3 clusters
  Score: Raw -472202.914243 + Penalty 2777.441873 = -469425.472370
  nChanged 68
		SP:Iteration 18Q (151879.030000 sec): 3 clusters
  Score: Raw -472230.912494 + Penalty 2777.441873 = -469453.470621
  nChanged 55
		SP:Iteration 19Q (151879.230000 sec): 3 clusters
  Score: Raw -472249.466178 + Penalty 2777.441873 = -469472.024306
  nChanged 39
		SP:Iteration 20F (151879.480000 sec): 3 clusters
  Score: Raw -472259.194167 + Penalty 2777.441873 = -469481.752294
  nChanged 26
		SP:Iteration 21Q (151879.650000 sec): 3 clusters
  Score: Raw -472265.937952 + Penalty 2777.441873 = -469488.496079
  nChanged 18
		SP:Iteration 22Q (151879.810000 sec): 3 clusters
  Score: Raw -472269.568826 + Penalty 2777.441873 = -469492.126953
  nChanged 12
		SP:Iteration 23Q (151880.020000 sec): 3 clusters
  Score: Raw -472272.564626 + Penalty 2777.441873 = -469495.122753
  nChanged 14
		SP:Iteration 24Q (151880.270000 sec): 3 clusters
  Score: Raw -472276.495533 + Penalty 2777.441873 = -469499.053660
  nChanged 15
		SP:Iteration 25Q (151880.450000 sec): 3 clusters
  Score: Raw -472280.283956 + Penalty 2777.441873 = -469502.842083
  nChanged 11
		SP:Iteration 26Q (151880.680000 sec): 3 clusters
  Score: Raw -472282.448801 + Penalty 2777.441873 = -469505.006928
  nChanged 8
		SP:Iteration 27Q (151880.930000 sec): 3 clusters
  Score: Raw -472283.782488 + Penalty 2777.441873 = -469506.340615
  nChanged 4
		SP:Iteration 28Q (151881.160000 sec): 3 clusters
  Score: Raw -472284.472211 + Penalty 2777.441873 = -469507.030338
  nChanged 6
		SP:Iteration 29Q (151881.380000 sec): 3 clusters
  Score: Raw -472285.515561 + Penalty 2777.441873 = -469508.073688
  nChanged 6
		SP:Iteration 30Q (151881.610000 sec): 3 clusters
  Score: Raw -472287.018155 + Penalty 2777.441873 = -469509.576282
  nChanged 7
		SP:Iteration 31Q (151881.760000 sec): 3 clusters
  Score: Raw -472288.102216 + Penalty 2777.441873 = -469510.660343
  nChanged 8
		SP:Iteration 32Q (151881.970000 sec): 3 clusters
  Score: Raw -472289.094318 + Penalty 2777.441873 = -469511.652445
  nChanged 4
		SP:Iteration 33Q (151882.190000 sec): 3 clusters
  Score: Raw -472289.617498 + Penalty 2777.441873 = -469512.175626
  nChanged 5
		SP:Iteration 34Q (151882.420000 sec): 3 clusters
  Score: Raw -472290.578626 + Penalty 2777.441873 = -469513.136753
  nChanged 5
		SP:Iteration 35Q (151882.620000 sec): 3 clusters
  Score: Raw -472291.841077 + Penalty 2777.441873 = -469514.399205
  nChanged 4
		SP:Iteration 36Q (151882.870000 sec): 3 clusters
  Score: Raw -472292.597682 + Penalty 2777.441873 = -469515.155809
  nChanged 6
		SP:Iteration 37Q (151883.010000 sec): 3 clusters
  Score: Raw -472293.759374 + Penalty 2777.441873 = -469516.317502
  nChanged 8
		SP:Iteration 38Q (151883.220000 sec): 3 clusters
  Score: Raw -472295.577529 + Penalty 2777.441873 = -469518.135657
  nChanged 9
		SP:Iteration 39Q (151883.450000 sec): 3 clusters
  Score: Raw -472297.654039 + Penalty 2777.441873 = -469520.212166
  nChanged 9
		SP:Iteration 40F (151883.630000 sec): 3 clusters
  Score: Raw -472299.900394 + Penalty 2777.441873 = -469522.458521
  nChanged 12
		SP:Iteration 41Q (151883.860000 sec): 3 clusters
  Score: Raw -472301.795059 + Penalty 2777.441873 = -469524.353187
  nChanged 9
		SP:Iteration 42Q (151884.050000 sec): 3 clusters
  Score: Raw -472303.771988 + Penalty 2777.441873 = -469526.330116
  nChanged 7
		SP:Iteration 43Q (151884.240000 sec): 3 clusters
  Score: Raw -472305.179212 + Penalty 2777.441873 = -469527.737339
  nChanged 6
		SP:Iteration 44Q (151884.410000 sec): 3 clusters
  Score: Raw -472306.461060 + Penalty 2777.441873 = -469529.019187
  nChanged 9
		SP:Iteration 45Q (151884.660000 sec): 3 clusters
  Score: Raw -472308.523811 + Penalty 2777.441873 = -469531.081939
  nChanged 9
		SP:Iteration 46Q (151884.860000 sec): 3 clusters
  Score: Raw -472310.963320 + Penalty 2777.441873 = -469533.521448
  nChanged 11
		SP:Iteration 47Q (151885.090000 sec): 3 clusters
  Score: Raw -472313.398065 + Penalty 2777.441873 = -469535.956193
  nChanged 9
		SP:Iteration 48Q (151885.310000 sec): 3 clusters
  Score: Raw -472315.601460 + Penalty 2777.441873 = -469538.159587
  nChanged 7
		SP:Iteration 49Q (151885.630000 sec): 3 clusters
  Score: Raw -472317.761409 + Penalty 2777.441873 = -469540.319537
  nChanged 7
		SP:Iteration 50Q (151885.880000 sec): 3 clusters
  Score: Raw -472319.159703 + Penalty 2777.441873 = -469541.717831
  nChanged 9
		SP:Iteration 51Q (151886.080000 sec): 3 clusters
  Score: Raw -472320.592376 + Penalty 2777.441873 = -469543.150504
  nChanged 4
		SP:Iteration 52Q (151886.270000 sec): 3 clusters
  Score: Raw -472321.793227 + Penalty 2777.441873 = -469544.351355
  nChanged 4
		SP:Iteration 53Q (151886.510000 sec): 3 clusters
  Score: Raw -472322.324416 + Penalty 2777.441873 = -469544.882543
  nChanged 4
		SP:Iteration 54Q (151886.700000 sec): 3 clusters
  Score: Raw -472323.293780 + Penalty 2777.441873 = -469545.851907
  nChanged 4
		SP:Iteration 55Q (151886.950000 sec): 3 clusters
  Score: Raw -472324.152337 + Penalty 2777.441873 = -469546.710464
  nChanged 3
		SP:Iteration 56Q (151887.150000 sec): 3 clusters
  Score: Raw -472325.039724 + Penalty 2777.441873 = -469547.597851
  nChanged 6
		SP:Iteration 57Q (151887.350000 sec): 3 clusters
  Score: Raw -472326.643920 + Penalty 2777.441873 = -469549.202047
  nChanged 6
		SP:Iteration 58Q (151887.550000 sec): 3 clusters
  Score: Raw -472327.377156 + Penalty 2777.441873 = -469549.935283
  nChanged 3
		SP:Iteration 59Q (151887.750000 sec): 3 clusters
  Score: Raw -472327.954520 + Penalty 2777.441873 = -469550.512647
  nChanged 2
		SP:Iteration 60F (151887.970000 sec): 3 clusters
  Score: Raw -472328.437391 + Penalty 2777.441873 = -469550.995518
  nChanged 4
		SP:Iteration 61Q (151888.150000 sec): 3 clusters
  Score: Raw -472328.838931 + Penalty 2777.441873 = -469551.397059
  nChanged 2
		SP:Iteration 62Q (151888.370000 sec): 3 clusters
  Score: Raw -472329.107908 + Penalty 2777.441873 = -469551.666035
  nChanged 2
		SP:Iteration 63Q (151888.590000 sec): 3 clusters
  Score: Raw -472329.469305 + Penalty 2777.441873 = -469552.027432
  nChanged 3
		SP:Iteration 64Q (151888.790000 sec): 3 clusters
  Score: Raw -472330.206353 + Penalty 2777.441873 = -469552.764480
  nChanged 3
		SP:Iteration 65Q (151888.990000 sec): 3 clusters
  Score: Raw -472331.194001 + Penalty 2777.441873 = -469553.752128
  nChanged 3
		SP:Iteration 66Q (151889.230000 sec): 3 clusters
  Score: Raw -472332.017656 + Penalty 2777.441873 = -469554.575783
  nChanged 7
		SP:Iteration 67Q (151889.460000 sec): 3 clusters
  Score: Raw -472334.057785 + Penalty 2777.441873 = -469556.615913
  nChanged 9
		SP:Iteration 68Q (151889.700000 sec): 3 clusters
  Score: Raw -472336.074685 + Penalty 2777.441873 = -469558.632813
  nChanged 15
		SP:Iteration 69Q (151889.870000 sec): 3 clusters
  Score: Raw -472339.612778 + Penalty 2777.441873 = -469562.170905
  nChanged 14
		SP:Iteration 70Q (151890.090000 sec): 3 clusters
  Score: Raw -472344.350936 + Penalty 2777.441873 = -469566.909063
  nChanged 10
		SP:Iteration 71Q (151890.350000 sec): 3 clusters
  Score: Raw -472347.394176 + Penalty 2777.441873 = -469569.952304
  nChanged 12
		SP:Iteration 72Q (151890.520000 sec): 3 clusters
  Score: Raw -472350.320414 + Penalty 2777.441873 = -469572.878541
  nChanged 12
		SP:Iteration 73Q (151890.740000 sec): 3 clusters
  Score: Raw -472352.201198 + Penalty 2777.441873 = -469574.759326
  nChanged 9
		SP:Iteration 74Q (151890.950000 sec): 3 clusters
  Score: Raw -472353.538618 + Penalty 2777.441873 = -469576.096745
  nChanged 4
		SP:Iteration 75Q (151891.170000 sec): 3 clusters
  Score: Raw -472354.514070 + Penalty 2777.441873 = -469577.072198
  nChanged 3
		SP:Iteration 76Q (151891.380000 sec): 3 clusters
  Score: Raw -472355.175466 + Penalty 2777.441873 = -469577.733593
  nChanged 1
		SP:Iteration 77Q (151891.520000 sec): 3 clusters
  Score: Raw -472355.307355 + Penalty 2777.441873 = -469577.865483
  nChanged 0
		SP:Iteration 78F (151891.690000 sec): 3 clusters
  Score: Raw -472355.307355 + Penalty 2777.441873 = -469577.865483
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151891.800000 sec): 2 clusters
  Score: Raw -632065.620146 + Penalty 1416.942169 = -630648.677977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151891.990000 sec): 3 clusters
  Score: Raw -628820.259407 + Penalty 2833.884339 = -625986.375069
  nChanged 2522
		SP:Iteration 1F (151892.160000 sec): 3 clusters
  Score: Raw -630144.630388 + Penalty 2833.884339 = -627310.746049
  nChanged 423
		SP:Iteration 2F (151892.320000 sec): 3 clusters
  Score: Raw -630375.389517 + Penalty 2833.884339 = -627541.505178
  nChanged 334
		SP:Iteration 3F (151892.540000 sec): 3 clusters
  Score: Raw -630595.482847 + Penalty 2833.884339 = -627761.598508
  nChanged 343
		SP:Iteration 4F (151892.710000 sec): 3 clusters
  Score: Raw -630823.159919 + Penalty 2833.884339 = -627989.275580
  nChanged 358
		SP:Iteration 5F (151892.910000 sec): 3 clusters
  Score: Raw -631051.254772 + Penalty 2833.884339 = -628217.370433
  nChanged 353
		SP:Iteration 6F (151893.110000 sec): 3 clusters
  Score: Raw -631303.557731 + Penalty 2833.884339 = -628469.673392
  nChanged 356
		SP:Iteration 7F (151893.270000 sec): 3 clusters
  Score: Raw -631545.278368 + Penalty 2833.884339 = -628711.394029
  nChanged 306
		SP:Iteration 8Q (151893.500000 sec): 3 clusters
  Score: Raw -631717.061170 + Penalty 2833.884339 = -628883.176832
  nChanged 237
		SP:Iteration 9Q (151893.710000 sec): 3 clusters
  Score: Raw -631834.532053 + Penalty 2833.884339 = -629000.647714
  nChanged 187
		SP:Iteration 10Q (151893.870000 sec): 3 clusters
  Score: Raw -631924.615881 + Penalty 2833.884339 = -629090.731542
  nChanged 153
		SP:Iteration 11Q (151894.080000 sec): 3 clusters
  Score: Raw -631983.692774 + Penalty 2833.884339 = -629149.808435
  nChanged 108
		SP:Iteration 12Q (151894.270000 sec): 3 clusters
  Score: Raw -632024.947534 + Penalty 2833.884339 = -629191.063195
  nChanged 87
		SP:Iteration 13Q (151894.470000 sec): 3 clusters
  Score: Raw -632054.457992 + Penalty 2833.884339 = -629220.573653
  nChanged 73
		SP:Iteration 14Q (151894.670000 sec): 3 clusters
  Score: Raw -632075.258519 + Penalty 2833.884339 = -629241.374180
  nChanged 51
		SP:Iteration 15Q (151894.850000 sec): 3 clusters
  Score: Raw -632090.011398 + Penalty 2833.884339 = -629256.127060
  nChanged 44
		SP:Iteration 16Q (151895.090000 sec): 3 clusters
  Score: Raw -632101.155452 + Penalty 2833.884339 = -629267.271114
  nChanged 37
		SP:Iteration 17Q (151895.250000 sec): 3 clusters
  Score: Raw -632110.807685 + Penalty 2833.884339 = -629276.923347
  nChanged 25
		SP:Iteration 18Q (151895.460000 sec): 3 clusters
  Score: Raw -632115.303580 + Penalty 2833.884339 = -629281.419242
  nChanged 20
		SP:Iteration 19Q (151895.660000 sec): 3 clusters
  Score: Raw -632119.526568 + Penalty 2833.884339 = -629285.642229
  nChanged 27
		SP:Iteration 20F (151895.820000 sec): 3 clusters
  Score: Raw -632124.889925 + Penalty 2833.884339 = -629291.005587
  nChanged 26
		SP:Iteration 21Q (151896.060000 sec): 3 clusters
  Score: Raw -632131.201060 + Penalty 2833.884339 = -629297.316721
  nChanged 20
		SP:Iteration 22Q (151896.220000 sec): 3 clusters
  Score: Raw -632134.920785 + Penalty 2833.884339 = -629301.036446
  nChanged 14
		SP:Iteration 23Q (151896.420000 sec): 3 clusters
  Score: Raw -632137.931392 + Penalty 2833.884339 = -629304.047053
  nChanged 15
		SP:Iteration 24Q (151896.610000 sec): 3 clusters
  Score: Raw -632141.110153 + Penalty 2833.884339 = -629307.225814
  nChanged 16
		SP:Iteration 25Q (151896.740000 sec): 3 clusters
  Score: Raw -632144.707796 + Penalty 2833.884339 = -629310.823457
  nChanged 11
		SP:Iteration 26Q (151896.940000 sec): 3 clusters
  Score: Raw -632146.852530 + Penalty 2833.884339 = -629312.968191
  nChanged 9
		SP:Iteration 27Q (151897.170000 sec): 3 clusters
  Score: Raw -632148.673518 + Penalty 2833.884339 = -629314.789179
  nChanged 17
		SP:Iteration 28Q (151897.340000 sec): 3 clusters
  Score: Raw -632152.402812 + Penalty 2833.884339 = -629318.518473
  nChanged 13
		SP:Iteration 29Q (151897.530000 sec): 3 clusters
  Score: Raw -632155.363968 + Penalty 2833.884339 = -629321.479629
  nChanged 12
		SP:Iteration 30Q (151897.730000 sec): 3 clusters
  Score: Raw -632157.849328 + Penalty 2833.884339 = -629323.964989
  nChanged 14
		SP:Iteration 31Q (151897.890000 sec): 3 clusters
  Score: Raw -632160.733659 + Penalty 2833.884339 = -629326.849320
  nChanged 16
		SP:Iteration 32Q (151898.110000 sec): 3 clusters
  Score: Raw -632164.051133 + Penalty 2833.884339 = -629330.166795
  nChanged 13
		SP:Iteration 33Q (151898.290000 sec): 3 clusters
  Score: Raw -632166.951105 + Penalty 2833.884339 = -629333.066766
  nChanged 9
		SP:Iteration 34Q (151898.520000 sec): 3 clusters
  Score: Raw -632168.760573 + Penalty 2833.884339 = -629334.876234
  nChanged 9
		SP:Iteration 35Q (151898.720000 sec): 3 clusters
  Score: Raw -632170.399398 + Penalty 2833.884339 = -629336.515059
  nChanged 11
		SP:Iteration 36Q (151898.860000 sec): 3 clusters
  Score: Raw -632172.347672 + Penalty 2833.884339 = -629338.463334
  nChanged 9
		SP:Iteration 37Q (151899.060000 sec): 3 clusters
  Score: Raw -632173.440698 + Penalty 2833.884339 = -629339.556360
  nChanged 7
		SP:Iteration 38Q (151899.260000 sec): 3 clusters
  Score: Raw -632174.685768 + Penalty 2833.884339 = -629340.801429
  nChanged 6
		SP:Iteration 39Q (151899.420000 sec): 3 clusters
  Score: Raw -632175.494350 + Penalty 2833.884339 = -629341.610011
  nChanged 5
		SP:Iteration 40F (151899.630000 sec): 3 clusters
  Score: Raw -632176.562005 + Penalty 2833.884339 = -629342.677666
  nChanged 3
		SP:Iteration 41Q (151899.870000 sec): 3 clusters
  Score: Raw -632177.284723 + Penalty 2833.884339 = -629343.400384
  nChanged 4
		SP:Iteration 42Q (151900.120000 sec): 3 clusters
  Score: Raw -632177.893122 + Penalty 2833.884339 = -629344.008783
  nChanged 1
		SP:Iteration 43Q (151900.320000 sec): 3 clusters
  Score: Raw -632177.966335 + Penalty 2833.884339 = -629344.081996
  nChanged 0
		SP:Iteration 44F (151900.550000 sec): 3 clusters
  Score: Raw -632177.966335 + Penalty 2833.884339 = -629344.081996
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151900.630000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151900.820000 sec): 3 clusters
  Score: Raw -49445.210365 + Penalty 2003.077311 = -47442.133053
  nChanged 107
		SP:Iteration 1F (151901.020000 sec): 3 clusters
  Score: Raw -49614.427142 + Penalty 2003.077311 = -47611.349831
  nChanged 26
		SP:Iteration 2F (151901.200000 sec): 3 clusters
  Score: Raw -49662.564029 + Penalty 2003.077311 = -47659.486717
  nChanged 14
		SP:Iteration 3Q (151901.380000 sec): 3 clusters
  Score: Raw -49683.687324 + Penalty 2003.077311 = -47680.610013
  nChanged 9
		SP:Iteration 4Q (151901.590000 sec): 3 clusters
  Score: Raw -49694.028031 + Penalty 2003.077311 = -47690.950720
  nChanged 1
		SP:Iteration 5Q (151901.770000 sec): 3 clusters
  Score: Raw -49695.669319 + Penalty 2003.077311 = -47692.592007
  nChanged 1
		SP:Iteration 6Q (151901.900000 sec): 3 clusters
  Score: Raw -49696.411841 + Penalty 2003.077311 = -47693.334530
  nChanged 1
		SP:Iteration 7Q (151902.120000 sec): 3 clusters
  Score: Raw -49696.967062 + Penalty 2003.077311 = -47693.889750
  nChanged 0
		SP:Iteration 8F (151902.250000 sec): 3 clusters
  Score: Raw -49696.967062 + Penalty 2003.077311 = -47693.889750
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151902.400000 sec): 2 clusters
  Score: Raw -441632.000705 + Penalty 1361.226919 = -440270.773787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151902.560000 sec): 3 clusters
  Score: Raw -439448.049476 + Penalty 2722.453837 = -436725.595639
  nChanged 1706
		SP:Iteration 1F (151902.760000 sec): 3 clusters
  Score: Raw -440430.313728 + Penalty 2722.453837 = -437707.859891
  nChanged 306
		SP:Iteration 2F (151902.980000 sec): 3 clusters
  Score: Raw -440615.903794 + Penalty 2722.453837 = -437893.449957
  nChanged 211
		SP:Iteration 3Q (151903.260000 sec): 3 clusters
  Score: Raw -440725.629172 + Penalty 2722.453837 = -438003.175335
  nChanged 152
		SP:Iteration 4Q (151903.420000 sec): 3 clusters
  Score: Raw -440800.090524 + Penalty 2722.453837 = -438077.636687
  nChanged 144
		SP:Iteration 5Q (151903.670000 sec): 3 clusters
  Score: Raw -440877.090828 + Penalty 2722.453837 = -438154.636991
  nChanged 149
		SP:Iteration 6Q (151903.890000 sec): 3 clusters
  Score: Raw -440955.870430 + Penalty 2722.453837 = -438233.416593
  nChanged 132
		SP:Iteration 7Q (151904.120000 sec): 3 clusters
  Score: Raw -441017.160838 + Penalty 2722.453837 = -438294.707001
  nChanged 107
		SP:Iteration 8Q (151904.310000 sec): 3 clusters
  Score: Raw -441067.068326 + Penalty 2722.453837 = -438344.614488
  nChanged 104
		SP:Iteration 9Q (151904.470000 sec): 3 clusters
  Score: Raw -441118.203151 + Penalty 2722.453837 = -438395.749313
  nChanged 81
		SP:Iteration 10Q (151904.730000 sec): 3 clusters
  Score: Raw -441162.866468 + Penalty 2722.453837 = -438440.412630
  nChanged 83
		SP:Iteration 11Q (151904.940000 sec): 3 clusters
  Score: Raw -441207.904486 + Penalty 2722.453837 = -438485.450649
  nChanged 64
		SP:Iteration 12Q (151905.160000 sec): 3 clusters
  Score: Raw -441246.678214 + Penalty 2722.453837 = -438524.224376
  nChanged 73
		SP:Iteration 13Q (151905.330000 sec): 3 clusters
  Score: Raw -441292.480082 + Penalty 2722.453837 = -438570.026245
  nChanged 80
		SP:Iteration 14Q (151905.530000 sec): 3 clusters
  Score: Raw -441347.506194 + Penalty 2722.453837 = -438625.052357
  nChanged 86
		SP:Iteration 15Q (151905.740000 sec): 3 clusters
  Score: Raw -441414.686924 + Penalty 2722.453837 = -438692.233086
  nChanged 67
		SP:Iteration 16Q (151905.940000 sec): 3 clusters
  Score: Raw -441465.680031 + Penalty 2722.453837 = -438743.226194
  nChanged 83
		SP:Iteration 17Q (151906.140000 sec): 3 clusters
  Score: Raw -441545.933801 + Penalty 2722.453837 = -438823.479964
  nChanged 81
		SP:Iteration 18Q (151906.350000 sec): 3 clusters
  Score: Raw -441602.658648 + Penalty 2722.453837 = -438880.204811
  nChanged 76
		SP:Iteration 19Q (151906.540000 sec): 3 clusters
  Score: Raw -441658.772581 + Penalty 2722.453837 = -438936.318744
  nChanged 68
		SP:Iteration 20F (151906.760000 sec): 3 clusters
  Score: Raw -441693.400980 + Penalty 2722.453837 = -438970.947143
  nChanged 47
		SP:Iteration 21Q (151906.970000 sec): 3 clusters
  Score: Raw -441716.254765 + Penalty 2722.453837 = -438993.800927
  nChanged 38
		SP:Iteration 22Q (151907.180000 sec): 3 clusters
  Score: Raw -441733.970972 + Penalty 2722.453837 = -439011.517135
  nChanged 37
		SP:Iteration 23Q (151907.370000 sec): 3 clusters
  Score: Raw -441754.509472 + Penalty 2722.453837 = -439032.055634
  nChanged 36
		SP:Iteration 24Q (151907.550000 sec): 3 clusters
  Score: Raw -441773.146919 + Penalty 2722.453837 = -439050.693082
  nChanged 35
		SP:Iteration 25Q (151907.740000 sec): 3 clusters
  Score: Raw -441788.144820 + Penalty 2722.453837 = -439065.690983
  nChanged 32
		SP:Iteration 26Q (151907.920000 sec): 3 clusters
  Score: Raw -441804.328132 + Penalty 2722.453837 = -439081.874294
  nChanged 27
		SP:Iteration 27Q (151908.110000 sec): 3 clusters
  Score: Raw -441818.381816 + Penalty 2722.453837 = -439095.927979
  nChanged 26
		SP:Iteration 28Q (151908.330000 sec): 3 clusters
  Score: Raw -441832.425838 + Penalty 2722.453837 = -439109.972001
  nChanged 31
		SP:Iteration 29Q (151908.480000 sec): 3 clusters
  Score: Raw -441847.046907 + Penalty 2722.453837 = -439124.593069
  nChanged 20
		SP:Iteration 30Q (151908.700000 sec): 3 clusters
  Score: Raw -441855.931282 + Penalty 2722.453837 = -439133.477445
  nChanged 20
		SP:Iteration 31Q (151908.890000 sec): 3 clusters
  Score: Raw -441864.042066 + Penalty 2722.453837 = -439141.588229
  nChanged 14
		SP:Iteration 32Q (151909.070000 sec): 3 clusters
  Score: Raw -441869.874798 + Penalty 2722.453837 = -439147.420961
  nChanged 19
		SP:Iteration 33Q (151909.270000 sec): 3 clusters
  Score: Raw -441878.284010 + Penalty 2722.453837 = -439155.830172
  nChanged 17
		SP:Iteration 34Q (151909.460000 sec): 3 clusters
  Score: Raw -441885.892329 + Penalty 2722.453837 = -439163.438491
  nChanged 13
		SP:Iteration 35Q (151909.690000 sec): 3 clusters
  Score: Raw -441890.811598 + Penalty 2722.453837 = -439168.357761
  nChanged 14
		SP:Iteration 36Q (151909.880000 sec): 3 clusters
  Score: Raw -441896.902940 + Penalty 2722.453837 = -439174.449103
  nChanged 13
		SP:Iteration 37Q (151910.070000 sec): 3 clusters
  Score: Raw -441902.162939 + Penalty 2722.453837 = -439179.709101
  nChanged 12
		SP:Iteration 38Q (151910.240000 sec): 3 clusters
  Score: Raw -441907.099951 + Penalty 2722.453837 = -439184.646114
  nChanged 4
		SP:Iteration 39Q (151910.450000 sec): 3 clusters
  Score: Raw -441909.040792 + Penalty 2722.453837 = -439186.586955
  nChanged 5
		SP:Iteration 40F (151910.660000 sec): 3 clusters
  Score: Raw -441910.818674 + Penalty 2722.453837 = -439188.364837
  nChanged 2
		SP:Iteration 41Q (151910.850000 sec): 3 clusters
  Score: Raw -441911.488975 + Penalty 2722.453837 = -439189.035138
  nChanged 2
		SP:Iteration 42Q (151911.040000 sec): 3 clusters
  Score: Raw -441912.405220 + Penalty 2722.453837 = -439189.951383
  nChanged 3
		SP:Iteration 43Q (151911.240000 sec): 3 clusters
  Score: Raw -441914.701417 + Penalty 2722.453837 = -439192.247580
  nChanged 6
		SP:Iteration 44Q (151911.440000 sec): 3 clusters
  Score: Raw -441917.736795 + Penalty 2722.453837 = -439195.282958
  nChanged 3
		SP:Iteration 45Q (151911.620000 sec): 3 clusters
  Score: Raw -441919.072617 + Penalty 2722.453837 = -439196.618780
  nChanged 4
		SP:Iteration 46Q (151911.830000 sec): 3 clusters
  Score: Raw -441921.150196 + Penalty 2722.453837 = -439198.696359
  nChanged 2
		SP:Iteration 47Q (151912.070000 sec): 3 clusters
  Score: Raw -441922.722206 + Penalty 2722.453837 = -439200.268369
  nChanged 6
		SP:Iteration 48Q (151912.230000 sec): 3 clusters
  Score: Raw -441925.207872 + Penalty 2722.453837 = -439202.754035
  nChanged 10
		SP:Iteration 49Q (151912.400000 sec): 3 clusters
  Score: Raw -441928.744870 + Penalty 2722.453837 = -439206.291033
  nChanged 8
		SP:Iteration 50Q (151912.570000 sec): 3 clusters
  Score: Raw -441931.902701 + Penalty 2722.453837 = -439209.448864
  nChanged 12
		SP:Iteration 51Q (151912.770000 sec): 3 clusters
  Score: Raw -441936.737481 + Penalty 2722.453837 = -439214.283644
  nChanged 7
		SP:Iteration 52Q (151913.020000 sec): 3 clusters
  Score: Raw -441938.937695 + Penalty 2722.453837 = -439216.483857
  nChanged 4
		SP:Iteration 53Q (151913.200000 sec): 3 clusters
  Score: Raw -441940.333176 + Penalty 2722.453837 = -439217.879339
  nChanged 5
		SP:Iteration 54Q (151913.390000 sec): 3 clusters
  Score: Raw -441941.257824 + Penalty 2722.453837 = -439218.803986
  nChanged 2
		SP:Iteration 55Q (151913.590000 sec): 3 clusters
  Score: Raw -441942.910528 + Penalty 2722.453837 = -439220.456691
  nChanged 6
		SP:Iteration 56Q (151913.750000 sec): 3 clusters
  Score: Raw -441944.651063 + Penalty 2722.453837 = -439222.197226
  nChanged 0
		SP:Iteration 57F (151913.940000 sec): 3 clusters
  Score: Raw -441944.651063 + Penalty 2722.453837 = -439222.197226
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151914.080000 sec): 2 clusters
  Score: Raw -292831.217711 + Penalty 1293.949139 = -291537.268573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151914.240000 sec): 3 clusters
  Score: Raw -291449.809930 + Penalty 2587.898277 = -288861.911652
  nChanged 1099
		SP:Iteration 1F (151914.430000 sec): 3 clusters
  Score: Raw -292081.736200 + Penalty 2587.898277 = -289493.837922
  nChanged 210
		SP:Iteration 2F (151914.650000 sec): 3 clusters
  Score: Raw -292216.502174 + Penalty 2587.898277 = -289628.603897
  nChanged 149
		SP:Iteration 3F (151914.820000 sec): 3 clusters
  Score: Raw -292310.963971 + Penalty 2587.898277 = -289723.065693
  nChanged 107
		SP:Iteration 4Q (151915.010000 sec): 3 clusters
  Score: Raw -292364.425132 + Penalty 2587.898277 = -289776.526855
  nChanged 72
		SP:Iteration 5Q (151915.250000 sec): 3 clusters
  Score: Raw -292399.252825 + Penalty 2587.898277 = -289811.354547
  nChanged 68
		SP:Iteration 6Q (151915.400000 sec): 3 clusters
  Score: Raw -292436.452774 + Penalty 2587.898277 = -289848.554497
  nChanged 56
		SP:Iteration 7Q (151915.700000 sec): 3 clusters
  Score: Raw -292460.056474 + Penalty 2587.898277 = -289872.158196
  nChanged 47
		SP:Iteration 8Q (151915.890000 sec): 3 clusters
  Score: Raw -292478.868704 + Penalty 2587.898277 = -289890.970427
  nChanged 38
		SP:Iteration 9Q (151916.100000 sec): 3 clusters
  Score: Raw -292494.223952 + Penalty 2587.898277 = -289906.325675
  nChanged 37
		SP:Iteration 10Q (151916.280000 sec): 3 clusters
  Score: Raw -292510.284540 + Penalty 2587.898277 = -289922.386263
  nChanged 33
		SP:Iteration 11Q (151916.450000 sec): 3 clusters
  Score: Raw -292522.753229 + Penalty 2587.898277 = -289934.854952
  nChanged 28
		SP:Iteration 12Q (151916.630000 sec): 3 clusters
  Score: Raw -292535.157243 + Penalty 2587.898277 = -289947.258965
  nChanged 31
		SP:Iteration 13Q (151916.870000 sec): 3 clusters
  Score: Raw -292550.386416 + Penalty 2587.898277 = -289962.488138
  nChanged 30
		SP:Iteration 14Q (151917.030000 sec): 3 clusters
  Score: Raw -292561.381924 + Penalty 2587.898277 = -289973.483647
  nChanged 28
		SP:Iteration 15Q (151917.220000 sec): 3 clusters
  Score: Raw -292571.562913 + Penalty 2587.898277 = -289983.664636
  nChanged 33
		SP:Iteration 16Q (151917.400000 sec): 3 clusters
  Score: Raw -292585.799116 + Penalty 2587.898277 = -289997.900839
  nChanged 28
		SP:Iteration 17Q (151917.580000 sec): 3 clusters
  Score: Raw -292597.215433 + Penalty 2587.898277 = -290009.317156
  nChanged 26
		SP:Iteration 18Q (151917.760000 sec): 3 clusters
  Score: Raw -292608.393049 + Penalty 2587.898277 = -290020.494772
  nChanged 36
		SP:Iteration 19Q (151917.950000 sec): 3 clusters
  Score: Raw -292625.915736 + Penalty 2587.898277 = -290038.017459
  nChanged 36
		SP:Iteration 20F (151918.170000 sec): 3 clusters
  Score: Raw -292642.133640 + Penalty 2587.898277 = -290054.235363
  nChanged 46
		SP:Iteration 21Q (151918.410000 sec): 3 clusters
  Score: Raw -292663.073046 + Penalty 2587.898277 = -290075.174769
  nChanged 45
		SP:Iteration 22Q (151918.590000 sec): 3 clusters
  Score: Raw -292687.936176 + Penalty 2587.898277 = -290100.037899
  nChanged 43
		SP:Iteration 23Q (151918.820000 sec): 3 clusters
  Score: Raw -292712.269585 + Penalty 2587.898277 = -290124.371308
  nChanged 42
		SP:Iteration 24Q (151919.060000 sec): 3 clusters
  Score: Raw -292733.989116 + Penalty 2587.898277 = -290146.090838
  nChanged 35
		SP:Iteration 25Q (151919.270000 sec): 3 clusters
  Score: Raw -292753.565694 + Penalty 2587.898277 = -290165.667417
  nChanged 29
		SP:Iteration 26Q (151919.470000 sec): 3 clusters
  Score: Raw -292770.945811 + Penalty 2587.898277 = -290183.047534
  nChanged 32
		SP:Iteration 27Q (151919.650000 sec): 3 clusters
  Score: Raw -292786.968561 + Penalty 2587.898277 = -290199.070284
  nChanged 33
		SP:Iteration 28Q (151919.830000 sec): 3 clusters
  Score: Raw -292805.238038 + Penalty 2587.898277 = -290217.339761
  nChanged 26
		SP:Iteration 29Q (151920.000000 sec): 3 clusters
  Score: Raw -292815.826730 + Penalty 2587.898277 = -290227.928453
  nChanged 30
		SP:Iteration 30Q (151920.190000 sec): 3 clusters
  Score: Raw -292828.305136 + Penalty 2587.898277 = -290240.406859
  nChanged 25
		SP:Iteration 31Q (151920.370000 sec): 3 clusters
  Score: Raw -292841.296670 + Penalty 2587.898277 = -290253.398393
  nChanged 25
		SP:Iteration 32Q (151920.580000 sec): 3 clusters
  Score: Raw -292854.709098 + Penalty 2587.898277 = -290266.810821
  nChanged 23
		SP:Iteration 33Q (151920.760000 sec): 3 clusters
  Score: Raw -292866.258505 + Penalty 2587.898277 = -290278.360227
  nChanged 23
		SP:Iteration 34Q (151920.940000 sec): 3 clusters
  Score: Raw -292881.404322 + Penalty 2587.898277 = -290293.506045
  nChanged 25
		SP:Iteration 35Q (151921.120000 sec): 3 clusters
  Score: Raw -292894.898681 + Penalty 2587.898277 = -290307.000403
  nChanged 18
		SP:Iteration 36Q (151921.290000 sec): 3 clusters
  Score: Raw -292906.147758 + Penalty 2587.898277 = -290318.249481
  nChanged 18
		SP:Iteration 37Q (151921.500000 sec): 3 clusters
  Score: Raw -292918.759989 + Penalty 2587.898277 = -290330.861712
  nChanged 17
		SP:Iteration 38Q (151921.650000 sec): 3 clusters
  Score: Raw -292928.010382 + Penalty 2587.898277 = -290340.112104
  nChanged 11
		SP:Iteration 39Q (151921.850000 sec): 3 clusters
  Score: Raw -292934.059436 + Penalty 2587.898277 = -290346.161159
  nChanged 11
		SP:Iteration 40F (151921.990000 sec): 3 clusters
  Score: Raw -292941.726794 + Penalty 2587.898277 = -290353.828516
  nChanged 11
		SP:Iteration 41Q (151922.150000 sec): 3 clusters
  Score: Raw -292949.292248 + Penalty 2587.898277 = -290361.393971
  nChanged 13
		SP:Iteration 42Q (151922.320000 sec): 3 clusters
  Score: Raw -292955.097135 + Penalty 2587.898277 = -290367.198857
  nChanged 10
		SP:Iteration 43Q (151922.450000 sec): 3 clusters
  Score: Raw -292960.938900 + Penalty 2587.898277 = -290373.040622
  nChanged 11
		SP:Iteration 44Q (151922.680000 sec): 3 clusters
  Score: Raw -292965.403945 + Penalty 2587.898277 = -290377.505668
  nChanged 8
		SP:Iteration 45Q (151922.850000 sec): 3 clusters
  Score: Raw -292971.740515 + Penalty 2587.898277 = -290383.842238
  nChanged 7
		SP:Iteration 46Q (151923.080000 sec): 3 clusters
  Score: Raw -292977.888350 + Penalty 2587.898277 = -290389.990073
  nChanged 7
		SP:Iteration 47Q (151923.280000 sec): 3 clusters
  Score: Raw -292984.297005 + Penalty 2587.898277 = -290396.398727
  nChanged 10
		SP:Iteration 48Q (151923.430000 sec): 3 clusters
  Score: Raw -292992.182152 + Penalty 2587.898277 = -290404.283874
  nChanged 9
		SP:Iteration 49Q (151923.660000 sec): 3 clusters
  Score: Raw -292999.813025 + Penalty 2587.898277 = -290411.914748
  nChanged 4
		SP:Iteration 50Q (151923.870000 sec): 3 clusters
  Score: Raw -293002.602307 + Penalty 2587.898277 = -290414.704030
  nChanged 6
		SP:Iteration 51Q (151924.010000 sec): 3 clusters
  Score: Raw -293005.712880 + Penalty 2587.898277 = -290417.814603
  nChanged 4
		SP:Iteration 52Q (151924.190000 sec): 3 clusters
  Score: Raw -293009.310536 + Penalty 2587.898277 = -290421.412259
  nChanged 4
		SP:Iteration 53Q (151924.410000 sec): 3 clusters
  Score: Raw -293012.593047 + Penalty 2587.898277 = -290424.694770
  nChanged 3
		SP:Iteration 54Q (151924.560000 sec): 3 clusters
  Score: Raw -293014.514649 + Penalty 2587.898277 = -290426.616372
  nChanged 2
		SP:Iteration 55Q (151924.790000 sec): 3 clusters
  Score: Raw -293016.005027 + Penalty 2587.898277 = -290428.106750
  nChanged 2
		SP:Iteration 56Q (151925.000000 sec): 3 clusters
  Score: Raw -293018.212670 + Penalty 2587.898277 = -290430.314392
  nChanged 3
		SP:Iteration 57Q (151925.220000 sec): 3 clusters
  Score: Raw -293019.738325 + Penalty 2587.898277 = -290431.840048
  nChanged 3
		SP:Iteration 58Q (151925.410000 sec): 3 clusters
  Score: Raw -293021.321878 + Penalty 2587.898277 = -290433.423601
  nChanged 1
		SP:Iteration 59Q (151925.570000 sec): 3 clusters
  Score: Raw -293021.605048 + Penalty 2587.898277 = -290433.706771
  nChanged 0
		SP:Iteration 60F (151925.770000 sec): 3 clusters
  Score: Raw -293021.605048 + Penalty 2587.898277 = -290433.706771
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151925.890000 sec): 2 clusters
  Score: Raw -663879.018762 + Penalty 1442.052315 = -662436.966447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151926.120000 sec): 3 clusters
  Score: Raw -659978.463127 + Penalty 2884.104629 = -657094.358498
  nChanged 2990
		SP:Iteration 1F (151926.310000 sec): 3 clusters
  Score: Raw -661736.943749 + Penalty 2884.104629 = -658852.839120
  nChanged 614
		SP:Iteration 2F (151926.530000 sec): 3 clusters
  Score: Raw -662143.701851 + Penalty 2884.104629 = -659259.597222
  nChanged 539
		SP:Iteration 3F (151926.720000 sec): 3 clusters
  Score: Raw -662509.924482 + Penalty 2884.104629 = -659625.819853
  nChanged 454
		SP:Iteration 4F (151926.940000 sec): 3 clusters
  Score: Raw -662883.863083 + Penalty 2884.104629 = -659999.758453
  nChanged 444
		SP:Iteration 5F (151927.140000 sec): 3 clusters
  Score: Raw -663250.101272 + Penalty 2884.104629 = -660365.996643
  nChanged 417
		SP:Iteration 6F (151927.260000 sec): 3 clusters
  Score: Raw -663570.785013 + Penalty 2884.104629 = -660686.680384
  nChanged 354
		SP:Iteration 7Q (151927.420000 sec): 3 clusters
  Score: Raw -663860.533968 + Penalty 2884.104629 = -660976.429339
  nChanged 337
		SP:Iteration 8Q (151927.600000 sec): 3 clusters
  Score: Raw -664099.709976 + Penalty 2884.104629 = -661215.605347
  nChanged 267
		SP:Iteration 9Q (151927.750000 sec): 3 clusters
  Score: Raw -664247.511117 + Penalty 2884.104629 = -661363.406488
  nChanged 190
		SP:Iteration 10Q (151927.900000 sec): 3 clusters
  Score: Raw -664342.742013 + Penalty 2884.104629 = -661458.637384
  nChanged 143
		SP:Iteration 11Q (151928.060000 sec): 3 clusters
  Score: Raw -664399.979720 + Penalty 2884.104629 = -661515.875090
  nChanged 98
		SP:Iteration 12Q (151928.210000 sec): 3 clusters
  Score: Raw -664434.080508 + Penalty 2884.104629 = -661549.975878
  nChanged 75
		SP:Iteration 13Q (151928.390000 sec): 3 clusters
  Score: Raw -664461.893542 + Penalty 2884.104629 = -661577.788912
  nChanged 66
		SP:Iteration 14Q (151928.560000 sec): 3 clusters
  Score: Raw -664479.889248 + Penalty 2884.104629 = -661595.784618
  nChanged 52
		SP:Iteration 15Q (151928.760000 sec): 3 clusters
  Score: Raw -664492.967327 + Penalty 2884.104629 = -661608.862698
  nChanged 45
		SP:Iteration 16Q (151928.980000 sec): 3 clusters
  Score: Raw -664504.211044 + Penalty 2884.104629 = -661620.106414
  nChanged 43
		SP:Iteration 17Q (151929.220000 sec): 3 clusters
  Score: Raw -664516.954219 + Penalty 2884.104629 = -661632.849590
  nChanged 37
		SP:Iteration 18Q (151929.370000 sec): 3 clusters
  Score: Raw -664526.488955 + Penalty 2884.104629 = -661642.384326
  nChanged 38
		SP:Iteration 19Q (151929.520000 sec): 3 clusters
  Score: Raw -664536.180115 + Penalty 2884.104629 = -661652.075485
  nChanged 36
		SP:Iteration 20F (151929.690000 sec): 3 clusters
  Score: Raw -664545.846380 + Penalty 2884.104629 = -661661.741751
  nChanged 35
		SP:Iteration 21Q (151929.840000 sec): 3 clusters
  Score: Raw -664557.249039 + Penalty 2884.104629 = -661673.144410
  nChanged 38
		SP:Iteration 22Q (151930.000000 sec): 3 clusters
  Score: Raw -664569.696214 + Penalty 2884.104629 = -661685.591585
  nChanged 39
		SP:Iteration 23Q (151930.150000 sec): 3 clusters
  Score: Raw -664579.043564 + Penalty 2884.104629 = -661694.938935
  nChanged 31
		SP:Iteration 24Q (151930.310000 sec): 3 clusters
  Score: Raw -664588.116762 + Penalty 2884.104629 = -661704.012133
  nChanged 30
		SP:Iteration 25Q (151930.490000 sec): 3 clusters
  Score: Raw -664595.206789 + Penalty 2884.104629 = -661711.102160
  nChanged 26
		SP:Iteration 26Q (151930.680000 sec): 3 clusters
  Score: Raw -664604.506084 + Penalty 2884.104629 = -661720.401455
  nChanged 32
		SP:Iteration 27Q (151930.840000 sec): 3 clusters
  Score: Raw -664611.772036 + Penalty 2884.104629 = -661727.667407
  nChanged 20
		SP:Iteration 28Q (151931.000000 sec): 3 clusters
  Score: Raw -664615.910371 + Penalty 2884.104629 = -661731.805741
  nChanged 17
		SP:Iteration 29Q (151931.150000 sec): 3 clusters
  Score: Raw -664618.977821 + Penalty 2884.104629 = -661734.873192
  nChanged 17
		SP:Iteration 30Q (151931.320000 sec): 3 clusters
  Score: Raw -664622.796743 + Penalty 2884.104629 = -661738.692114
  nChanged 21
		SP:Iteration 31Q (151931.510000 sec): 3 clusters
  Score: Raw -664628.664258 + Penalty 2884.104629 = -661744.559629
  nChanged 23
		SP:Iteration 32Q (151931.690000 sec): 3 clusters
  Score: Raw -664633.584705 + Penalty 2884.104629 = -661749.480075
  nChanged 24
		SP:Iteration 33Q (151931.910000 sec): 3 clusters
  Score: Raw -664638.931765 + Penalty 2884.104629 = -661754.827136
  nChanged 21
		SP:Iteration 34Q (151932.210000 sec): 3 clusters
  Score: Raw -664643.761781 + Penalty 2884.104629 = -661759.657151
  nChanged 21
		SP:Iteration 35Q (151932.400000 sec): 3 clusters
  Score: Raw -664647.546547 + Penalty 2884.104629 = -661763.441918
  nChanged 16
		SP:Iteration 36Q (151932.600000 sec): 3 clusters
  Score: Raw -664649.770347 + Penalty 2884.104629 = -661765.665718
  nChanged 15
		SP:Iteration 37Q (151932.770000 sec): 3 clusters
  Score: Raw -664654.231678 + Penalty 2884.104629 = -661770.127049
  nChanged 21
		SP:Iteration 38Q (151932.960000 sec): 3 clusters
  Score: Raw -664658.615501 + Penalty 2884.104629 = -661774.510871
  nChanged 17
		SP:Iteration 39Q (151933.170000 sec): 3 clusters
  Score: Raw -664661.714085 + Penalty 2884.104629 = -661777.609455
  nChanged 15
		SP:Iteration 40F (151933.360000 sec): 3 clusters
  Score: Raw -664663.244415 + Penalty 2884.104629 = -661779.139785
  nChanged 4
		SP:Iteration 41Q (151933.590000 sec): 3 clusters
  Score: Raw -664663.562820 + Penalty 2884.104629 = -661779.458190
  nChanged 3
		SP:Iteration 42Q (151933.750000 sec): 3 clusters
  Score: Raw -664664.352453 + Penalty 2884.104629 = -661780.247823
  nChanged 8
		SP:Iteration 43Q (151933.950000 sec): 3 clusters
  Score: Raw -664666.030176 + Penalty 2884.104629 = -661781.925547
  nChanged 14
		SP:Iteration 44Q (151934.150000 sec): 3 clusters
  Score: Raw -664668.502279 + Penalty 2884.104629 = -661784.397650
  nChanged 10
		SP:Iteration 45Q (151934.300000 sec): 3 clusters
  Score: Raw -664670.431036 + Penalty 2884.104629 = -661786.326406
  nChanged 10
		SP:Iteration 46Q (151934.450000 sec): 3 clusters
  Score: Raw -664672.501683 + Penalty 2884.104629 = -661788.397054
  nChanged 8
		SP:Iteration 47Q (151934.680000 sec): 3 clusters
  Score: Raw -664673.454426 + Penalty 2884.104629 = -661789.349796
  nChanged 7
		SP:Iteration 48Q (151934.850000 sec): 3 clusters
  Score: Raw -664674.712115 + Penalty 2884.104629 = -661790.607485
  nChanged 13
		SP:Iteration 49Q (151935.050000 sec): 3 clusters
  Score: Raw -664677.289633 + Penalty 2884.104629 = -661793.185004
  nChanged 13
		SP:Iteration 50Q (151935.240000 sec): 3 clusters
  Score: Raw -664680.121743 + Penalty 2884.104629 = -661796.017114
  nChanged 9
		SP:Iteration 51Q (151935.450000 sec): 3 clusters
  Score: Raw -664681.760339 + Penalty 2884.104629 = -661797.655710
  nChanged 7
		SP:Iteration 52Q (151935.600000 sec): 3 clusters
  Score: Raw -664682.638540 + Penalty 2884.104629 = -661798.533910
  nChanged 6
		SP:Iteration 53Q (151935.770000 sec): 3 clusters
  Score: Raw -664683.292846 + Penalty 2884.104629 = -661799.188216
  nChanged 3
		SP:Iteration 54Q (151935.940000 sec): 3 clusters
  Score: Raw -664683.765083 + Penalty 2884.104629 = -661799.660454
  nChanged 3
		SP:Iteration 55Q (151936.160000 sec): 3 clusters
  Score: Raw -664684.202194 + Penalty 2884.104629 = -661800.097564
  nChanged 2
		SP:Iteration 56Q (151936.360000 sec): 3 clusters
  Score: Raw -664684.438365 + Penalty 2884.104629 = -661800.333736
  nChanged 1
		SP:Iteration 57Q (151936.560000 sec): 3 clusters
  Score: Raw -664684.513961 + Penalty 2884.104629 = -661800.409332
  nChanged 0
		SP:Iteration 58F (151936.790000 sec): 3 clusters
  Score: Raw -664684.513961 + Penalty 2884.104629 = -661800.409332
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151936.950000 sec): 2 clusters
  Score: Raw -160507.937278 + Penalty 1189.370400 = -159318.566879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151937.140000 sec): 3 clusters
  Score: Raw -159936.042151 + Penalty 2378.740799 = -157557.301352
  nChanged 494
		SP:Iteration 1F (151937.350000 sec): 3 clusters
  Score: Raw -160272.221878 + Penalty 2378.740799 = -157893.481079
  nChanged 100
		SP:Iteration 2F (151937.570000 sec): 3 clusters
  Score: Raw -160351.723384 + Penalty 2378.740799 = -157972.982585
  nChanged 59
		SP:Iteration 3Q (151937.740000 sec): 3 clusters
  Score: Raw -160401.182976 + Penalty 2378.740799 = -158022.442177
  nChanged 36
		SP:Iteration 4Q (151937.950000 sec): 3 clusters
  Score: Raw -160434.822245 + Penalty 2378.740799 = -158056.081445
  nChanged 32
		SP:Iteration 5Q (151938.130000 sec): 3 clusters
  Score: Raw -160463.923677 + Penalty 2378.740799 = -158085.182878
  nChanged 35
		SP:Iteration 6Q (151938.310000 sec): 3 clusters
  Score: Raw -160495.612260 + Penalty 2378.740799 = -158116.871461
  nChanged 36
		SP:Iteration 7Q (151938.570000 sec): 3 clusters
  Score: Raw -160521.348497 + Penalty 2378.740799 = -158142.607698
  nChanged 33
		SP:Iteration 8Q (151938.740000 sec): 3 clusters
  Score: Raw -160544.872498 + Penalty 2378.740799 = -158166.131698
  nChanged 20
		SP:Iteration 9Q (151938.950000 sec): 3 clusters
  Score: Raw -160559.344501 + Penalty 2378.740799 = -158180.603702
  nChanged 16
		SP:Iteration 10Q (151939.120000 sec): 3 clusters
  Score: Raw -160570.079538 + Penalty 2378.740799 = -158191.338739
  nChanged 11
		SP:Iteration 11Q (151939.290000 sec): 3 clusters
  Score: Raw -160580.971581 + Penalty 2378.740799 = -158202.230782
  nChanged 12
		SP:Iteration 12Q (151939.470000 sec): 3 clusters
  Score: Raw -160590.598492 + Penalty 2378.740799 = -158211.857693
  nChanged 13
		SP:Iteration 13Q (151939.600000 sec): 3 clusters
  Score: Raw -160600.544489 + Penalty 2378.740799 = -158221.803690
  nChanged 9
		SP:Iteration 14Q (151939.850000 sec): 3 clusters
  Score: Raw -160610.969270 + Penalty 2378.740799 = -158232.228471
  nChanged 10
		SP:Iteration 15Q (151940.030000 sec): 3 clusters
  Score: Raw -160618.675635 + Penalty 2378.740799 = -158239.934836
  nChanged 12
		SP:Iteration 16Q (151940.240000 sec): 3 clusters
  Score: Raw -160626.058820 + Penalty 2378.740799 = -158247.318020
  nChanged 7
		SP:Iteration 17Q (151940.420000 sec): 3 clusters
  Score: Raw -160630.275561 + Penalty 2378.740799 = -158251.534762
  nChanged 4
		SP:Iteration 18Q (151940.580000 sec): 3 clusters
  Score: Raw -160632.490633 + Penalty 2378.740799 = -158253.749834
  nChanged 5
		SP:Iteration 19Q (151940.720000 sec): 3 clusters
  Score: Raw -160634.868770 + Penalty 2378.740799 = -158256.127971
  nChanged 6
		SP:Iteration 20F (151940.930000 sec): 3 clusters
  Score: Raw -160638.235224 + Penalty 2378.740799 = -158259.494425
  nChanged 7
		SP:Iteration 21Q (151941.100000 sec): 3 clusters
  Score: Raw -160645.311497 + Penalty 2378.740799 = -158266.570698
  nChanged 5
		SP:Iteration 22Q (151941.250000 sec): 3 clusters
  Score: Raw -160647.457583 + Penalty 2378.740799 = -158268.716784
  nChanged 3
		SP:Iteration 23Q (151941.410000 sec): 3 clusters
  Score: Raw -160648.638457 + Penalty 2378.740799 = -158269.897658
  nChanged 1
		SP:Iteration 24Q (151941.610000 sec): 3 clusters
  Score: Raw -160648.768396 + Penalty 2378.740799 = -158270.027597
  nChanged 0
		SP:Iteration 25F (151941.830000 sec): 3 clusters
  Score: Raw -160648.768396 + Penalty 2378.740799 = -158270.027597
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151941.950000 sec): 2 clusters
  Score: Raw -227867.716675 + Penalty 1256.081991 = -226611.634683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151942.100000 sec): 3 clusters
  Score: Raw -226884.181850 + Penalty 2512.163983 = -224372.017867
  nChanged 855
		SP:Iteration 1F (151942.250000 sec): 3 clusters
  Score: Raw -227414.087709 + Penalty 2512.163983 = -224901.923727
  nChanged 206
		SP:Iteration 2F (151942.430000 sec): 3 clusters
  Score: Raw -227592.898848 + Penalty 2512.163983 = -225080.734866
  nChanged 147
		SP:Iteration 3F (151942.590000 sec): 3 clusters
  Score: Raw -227717.876153 + Penalty 2512.163983 = -225205.712170
  nChanged 95
		SP:Iteration 4Q (151942.750000 sec): 3 clusters
  Score: Raw -227788.699512 + Penalty 2512.163983 = -225276.535529
  nChanged 81
		SP:Iteration 5Q (151942.950000 sec): 3 clusters
  Score: Raw -227863.378723 + Penalty 2512.163983 = -225351.214740
  nChanged 81
		SP:Iteration 6Q (151943.130000 sec): 3 clusters
  Score: Raw -227939.433166 + Penalty 2512.163983 = -225427.269183
  nChanged 71
		SP:Iteration 7Q (151943.310000 sec): 3 clusters
  Score: Raw -227997.979762 + Penalty 2512.163983 = -225485.815780
  nChanged 64
		SP:Iteration 8Q (151943.470000 sec): 3 clusters
  Score: Raw -228057.389936 + Penalty 2512.163983 = -225545.225953
  nChanged 69
		SP:Iteration 9Q (151943.650000 sec): 3 clusters
  Score: Raw -228127.967747 + Penalty 2512.163983 = -225615.803764
  nChanged 61
		SP:Iteration 10Q (151943.840000 sec): 3 clusters
  Score: Raw -228180.139221 + Penalty 2512.163983 = -225667.975238
  nChanged 59
		SP:Iteration 11Q (151944.050000 sec): 3 clusters
  Score: Raw -228225.060097 + Penalty 2512.163983 = -225712.896114
  nChanged 43
		SP:Iteration 12Q (151944.210000 sec): 3 clusters
  Score: Raw -228262.470907 + Penalty 2512.163983 = -225750.306924
  nChanged 39
		SP:Iteration 13Q (151944.370000 sec): 3 clusters
  Score: Raw -228301.187016 + Penalty 2512.163983 = -225789.023034
  nChanged 38
		SP:Iteration 14Q (151944.600000 sec): 3 clusters
  Score: Raw -228348.958745 + Penalty 2512.163983 = -225836.794762
  nChanged 33
		SP:Iteration 15Q (151944.780000 sec): 3 clusters
  Score: Raw -228383.666646 + Penalty 2512.163983 = -225871.502663
  nChanged 30
		SP:Iteration 16Q (151944.950000 sec): 3 clusters
  Score: Raw -228414.174501 + Penalty 2512.163983 = -225902.010518
  nChanged 37
		SP:Iteration 17Q (151945.110000 sec): 3 clusters
  Score: Raw -228449.560759 + Penalty 2512.163983 = -225937.396776
  nChanged 33
		SP:Iteration 18Q (151945.270000 sec): 3 clusters
  Score: Raw -228479.497944 + Penalty 2512.163983 = -225967.333962
  nChanged 31
		SP:Iteration 19Q (151945.420000 sec): 3 clusters
  Score: Raw -228506.902948 + Penalty 2512.163983 = -225994.738965
  nChanged 23
		SP:Iteration 20F (151945.600000 sec): 3 clusters
  Score: Raw -228529.159538 + Penalty 2512.163983 = -226016.995555
  nChanged 21
		SP:Iteration 21Q (151945.810000 sec): 3 clusters
  Score: Raw -228542.590843 + Penalty 2512.163983 = -226030.426861
  nChanged 22
		SP:Iteration 22Q (151946.020000 sec): 3 clusters
  Score: Raw -228557.303001 + Penalty 2512.163983 = -226045.139018
  nChanged 15
		SP:Iteration 23Q (151946.180000 sec): 3 clusters
  Score: Raw -228567.061843 + Penalty 2512.163983 = -226054.897860
  nChanged 13
		SP:Iteration 24Q (151946.420000 sec): 3 clusters
  Score: Raw -228578.622691 + Penalty 2512.163983 = -226066.458708
  nChanged 13
		SP:Iteration 25Q (151946.540000 sec): 3 clusters
  Score: Raw -228586.505732 + Penalty 2512.163983 = -226074.341749
  nChanged 9
		SP:Iteration 26Q (151946.750000 sec): 3 clusters
  Score: Raw -228593.109417 + Penalty 2512.163983 = -226080.945434
  nChanged 13
		SP:Iteration 27Q (151946.920000 sec): 3 clusters
  Score: Raw -228599.652348 + Penalty 2512.163983 = -226087.488365
  nChanged 7
		SP:Iteration 28Q (151947.150000 sec): 3 clusters
  Score: Raw -228603.143379 + Penalty 2512.163983 = -226090.979396
  nChanged 1
		SP:Iteration 29Q (151947.280000 sec): 3 clusters
  Score: Raw -228603.560166 + Penalty 2512.163983 = -226091.396183
  nChanged 2
		SP:Iteration 30Q (151947.500000 sec): 3 clusters
  Score: Raw -228604.842989 + Penalty 2512.163983 = -226092.679006
  nChanged 3
		SP:Iteration 31Q (151947.710000 sec): 3 clusters
  Score: Raw -228606.379958 + Penalty 2512.163983 = -226094.215975
  nChanged 2
		SP:Iteration 32Q (151947.880000 sec): 3 clusters
  Score: Raw -228606.876902 + Penalty 2512.163983 = -226094.712919
  nChanged 2
		SP:Iteration 33Q (151948.100000 sec): 3 clusters
  Score: Raw -228607.487719 + Penalty 2512.163983 = -226095.323737
  nChanged 0
		SP:Iteration 34F (151948.370000 sec): 3 clusters
  Score: Raw -228607.487719 + Penalty 2512.163983 = -226095.323737
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151948.470000 sec): 2 clusters
  Score: Raw -715979.794823 + Penalty 1429.035898 = -714550.758925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151948.730000 sec): 3 clusters
  Score: Raw -712351.869285 + Penalty 2858.071796 = -709493.797489
  nChanged 2781
		SP:Iteration 1F (151948.940000 sec): 3 clusters
  Score: Raw -713904.192993 + Penalty 2858.071796 = -711046.121197
  nChanged 476
		SP:Iteration 2F (151949.150000 sec): 3 clusters
  Score: Raw -714171.281515 + Penalty 2858.071796 = -711313.209719
  nChanged 391
		SP:Iteration 3F (151949.370000 sec): 3 clusters
  Score: Raw -714427.331787 + Penalty 2858.071796 = -711569.259991
  nChanged 376
		SP:Iteration 4F (151949.620000 sec): 3 clusters
  Score: Raw -714697.589305 + Penalty 2858.071796 = -711839.517509
  nChanged 351
		SP:Iteration 5F (151949.820000 sec): 3 clusters
  Score: Raw -714958.592372 + Penalty 2858.071796 = -712100.520576
  nChanged 365
		SP:Iteration 6F (151950.030000 sec): 3 clusters
  Score: Raw -715253.352275 + Penalty 2858.071796 = -712395.280479
  nChanged 298
		SP:Iteration 7Q (151950.250000 sec): 3 clusters
  Score: Raw -715491.902514 + Penalty 2858.071796 = -712633.830717
  nChanged 243
		SP:Iteration 8Q (151950.430000 sec): 3 clusters
  Score: Raw -715686.811875 + Penalty 2858.071796 = -712828.740079
  nChanged 190
		SP:Iteration 9Q (151950.680000 sec): 3 clusters
  Score: Raw -715824.863632 + Penalty 2858.071796 = -712966.791836
  nChanged 143
		SP:Iteration 10Q (151950.870000 sec): 3 clusters
  Score: Raw -715937.968884 + Penalty 2858.071796 = -713079.897088
  nChanged 101
		SP:Iteration 11Q (151951.040000 sec): 3 clusters
  Score: Raw -716007.120111 + Penalty 2858.071796 = -713149.048315
  nChanged 78
		SP:Iteration 12Q (151951.220000 sec): 3 clusters
  Score: Raw -716066.769925 + Penalty 2858.071796 = -713208.698128
  nChanged 68
		SP:Iteration 13Q (151951.400000 sec): 3 clusters
  Score: Raw -716120.046818 + Penalty 2858.071796 = -713261.975022
  nChanged 52
		SP:Iteration 14Q (151951.570000 sec): 3 clusters
  Score: Raw -716153.290944 + Penalty 2858.071796 = -713295.219148
  nChanged 36
		SP:Iteration 15Q (151951.760000 sec): 3 clusters
  Score: Raw -716186.357825 + Penalty 2858.071796 = -713328.286029
  nChanged 44
		SP:Iteration 16Q (151951.960000 sec): 3 clusters
  Score: Raw -716232.371570 + Penalty 2858.071796 = -713374.299774
  nChanged 46
		SP:Iteration 17Q (151952.140000 sec): 3 clusters
  Score: Raw -716272.710221 + Penalty 2858.071796 = -713414.638425
  nChanged 34
		SP:Iteration 18Q (151952.330000 sec): 3 clusters
  Score: Raw -716306.221776 + Penalty 2858.071796 = -713448.149980
  nChanged 35
		SP:Iteration 19Q (151952.560000 sec): 3 clusters
  Score: Raw -716343.802706 + Penalty 2858.071796 = -713485.730910
  nChanged 29
		SP:Iteration 20F (151952.760000 sec): 3 clusters
  Score: Raw -716363.858694 + Penalty 2858.071796 = -713505.786898
  nChanged 25
		SP:Iteration 21Q (151952.940000 sec): 3 clusters
  Score: Raw -716378.543618 + Penalty 2858.071796 = -713520.471822
  nChanged 16
		SP:Iteration 22Q (151953.180000 sec): 3 clusters
  Score: Raw -716386.576129 + Penalty 2858.071796 = -713528.504333
  nChanged 20
		SP:Iteration 23Q (151953.410000 sec): 3 clusters
  Score: Raw -716397.085613 + Penalty 2858.071796 = -713539.013817
  nChanged 14
		SP:Iteration 24Q (151953.590000 sec): 3 clusters
  Score: Raw -716403.424191 + Penalty 2858.071796 = -713545.352395
  nChanged 12
		SP:Iteration 25Q (151953.780000 sec): 3 clusters
  Score: Raw -716408.133906 + Penalty 2858.071796 = -713550.062110
  nChanged 7
		SP:Iteration 26Q (151953.980000 sec): 3 clusters
  Score: Raw -716411.163225 + Penalty 2858.071796 = -713553.091429
  nChanged 6
		SP:Iteration 27Q (151954.200000 sec): 3 clusters
  Score: Raw -716412.915078 + Penalty 2858.071796 = -713554.843282
  nChanged 3
		SP:Iteration 28Q (151954.380000 sec): 3 clusters
  Score: Raw -716413.947058 + Penalty 2858.071796 = -713555.875261
  nChanged 2
		SP:Iteration 29Q (151954.600000 sec): 3 clusters
  Score: Raw -716414.362213 + Penalty 2858.071796 = -713556.290417
  nChanged 1
		SP:Iteration 30Q (151954.830000 sec): 3 clusters
  Score: Raw -716414.484601 + Penalty 2858.071796 = -713556.412804
  nChanged 1
		SP:Iteration 31Q (151955.030000 sec): 3 clusters
  Score: Raw -716414.607753 + Penalty 2858.071796 = -713556.535957
  nChanged 0
		SP:Iteration 32F (151955.240000 sec): 3 clusters
  Score: Raw -716414.607753 + Penalty 2858.071796 = -713556.535957
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6068 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151955.370000 sec): 2 clusters
  Score: Raw -570379.191318 + Penalty 1415.502455 = -568963.688863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151955.540000 sec): 3 clusters
  Score: Raw -567094.956483 + Penalty 2831.004911 = -564263.951572
  nChanged 2579
		SP:Iteration 1F (151955.810000 sec): 3 clusters
  Score: Raw -568585.812866 + Penalty 2831.004911 = -565754.807955
  nChanged 467
		SP:Iteration 2F (151956.050000 sec): 3 clusters
  Score: Raw -568843.905417 + Penalty 2831.004911 = -566012.900507
  nChanged 373
		SP:Iteration 3F (151956.250000 sec): 3 clusters
  Score: Raw -569042.917665 + Penalty 2831.004911 = -566211.912754
  nChanged 299
		SP:Iteration 4Q (151956.430000 sec): 3 clusters
  Score: Raw -569209.371772 + Penalty 2831.004911 = -566378.366861
  nChanged 266
		SP:Iteration 5Q (151956.630000 sec): 3 clusters
  Score: Raw -569345.913540 + Penalty 2831.004911 = -566514.908630
  nChanged 250
		SP:Iteration 6Q (151956.820000 sec): 3 clusters
  Score: Raw -569471.342762 + Penalty 2831.004911 = -566640.337852
  nChanged 218
		SP:Iteration 7Q (151957.040000 sec): 3 clusters
  Score: Raw -569580.047150 + Penalty 2831.004911 = -566749.042240
  nChanged 191
		SP:Iteration 8Q (151957.220000 sec): 3 clusters
  Score: Raw -569667.578706 + Penalty 2831.004911 = -566836.573795
  nChanged 166
		SP:Iteration 9Q (151957.440000 sec): 3 clusters
  Score: Raw -569741.173501 + Penalty 2831.004911 = -566910.168590
  nChanged 157
		SP:Iteration 10Q (151957.640000 sec): 3 clusters
  Score: Raw -569801.704390 + Penalty 2831.004911 = -566970.699479
  nChanged 130
		SP:Iteration 11Q (151957.840000 sec): 3 clusters
  Score: Raw -569853.259366 + Penalty 2831.004911 = -567022.254456
  nChanged 133
		SP:Iteration 12Q (151958.050000 sec): 3 clusters
  Score: Raw -569905.271304 + Penalty 2831.004911 = -567074.266394
  nChanged 113
		SP:Iteration 13Q (151958.220000 sec): 3 clusters
  Score: Raw -569945.371905 + Penalty 2831.004911 = -567114.366994
  nChanged 96
		SP:Iteration 14Q (151958.440000 sec): 3 clusters
  Score: Raw -569976.868534 + Penalty 2831.004911 = -567145.863623
  nChanged 80
		SP:Iteration 15Q (151958.680000 sec): 3 clusters
  Score: Raw -570000.241358 + Penalty 2831.004911 = -567169.236447
  nChanged 79
		SP:Iteration 16Q (151958.900000 sec): 3 clusters
  Score: Raw -570021.023129 + Penalty 2831.004911 = -567190.018219
  nChanged 70
		SP:Iteration 17Q (151959.070000 sec): 3 clusters
  Score: Raw -570044.673791 + Penalty 2831.004911 = -567213.668881
  nChanged 63
		SP:Iteration 18Q (151959.310000 sec): 3 clusters
  Score: Raw -570065.428049 + Penalty 2831.004911 = -567234.423138
  nChanged 62
		SP:Iteration 19Q (151959.600000 sec): 3 clusters
  Score: Raw -570084.300417 + Penalty 2831.004911 = -567253.295506
  nChanged 59
		SP:Iteration 20F (151959.810000 sec): 3 clusters
  Score: Raw -570102.274750 + Penalty 2831.004911 = -567271.269840
  nChanged 52
		SP:Iteration 21Q (151960.060000 sec): 3 clusters
  Score: Raw -570116.596957 + Penalty 2831.004911 = -567285.592046
  nChanged 54
		SP:Iteration 22Q (151960.230000 sec): 3 clusters
  Score: Raw -570133.910741 + Penalty 2831.004911 = -567302.905830
  nChanged 47
		SP:Iteration 23Q (151960.470000 sec): 3 clusters
  Score: Raw -570147.251843 + Penalty 2831.004911 = -567316.246932
  nChanged 54
		SP:Iteration 24Q (151960.650000 sec): 3 clusters
  Score: Raw -570166.667077 + Penalty 2831.004911 = -567335.662166
  nChanged 59
		SP:Iteration 25Q (151960.850000 sec): 3 clusters
  Score: Raw -570186.075534 + Penalty 2831.004911 = -567355.070623
  nChanged 59
		SP:Iteration 26Q (151961.070000 sec): 3 clusters
  Score: Raw -570206.447007 + Penalty 2831.004911 = -567375.442097
  nChanged 62
		SP:Iteration 27Q (151961.270000 sec): 3 clusters
  Score: Raw -570226.316504 + Penalty 2831.004911 = -567395.311594
  nChanged 60
		SP:Iteration 28Q (151961.510000 sec): 3 clusters
  Score: Raw -570244.792706 + Penalty 2831.004911 = -567413.787795
  nChanged 58
		SP:Iteration 29Q (151961.700000 sec): 3 clusters
  Score: Raw -570259.712941 + Penalty 2831.004911 = -567428.708030
  nChanged 43
		SP:Iteration 30Q (151961.950000 sec): 3 clusters
  Score: Raw -570270.819479 + Penalty 2831.004911 = -567439.814568
  nChanged 42
		SP:Iteration 31Q (151962.160000 sec): 3 clusters
  Score: Raw -570280.087493 + Penalty 2831.004911 = -567449.082582
  nChanged 30
		SP:Iteration 32Q (151962.350000 sec): 3 clusters
  Score: Raw -570288.196245 + Penalty 2831.004911 = -567457.191334
  nChanged 38
		SP:Iteration 33Q (151962.580000 sec): 3 clusters
  Score: Raw -570301.052922 + Penalty 2831.004911 = -567470.048012
  nChanged 48
		SP:Iteration 34Q (151962.780000 sec): 3 clusters
  Score: Raw -570313.114246 + Penalty 2831.004911 = -567482.109335
  nChanged 39
		SP:Iteration 35Q (151962.980000 sec): 3 clusters
  Score: Raw -570322.878439 + Penalty 2831.004911 = -567491.873528
  nChanged 33
		SP:Iteration 36Q (151963.200000 sec): 3 clusters
  Score: Raw -570331.421603 + Penalty 2831.004911 = -567500.416692
  nChanged 39
		SP:Iteration 37Q (151963.420000 sec): 3 clusters
  Score: Raw -570342.015082 + Penalty 2831.004911 = -567511.010171
  nChanged 40
		SP:Iteration 38Q (151963.620000 sec): 3 clusters
  Score: Raw -570353.728347 + Penalty 2831.004911 = -567522.723436
  nChanged 49
		SP:Iteration 39Q (151963.780000 sec): 3 clusters
  Score: Raw -570369.780221 + Penalty 2831.004911 = -567538.775310
  nChanged 53
		SP:Iteration 40F (151964.000000 sec): 3 clusters
  Score: Raw -570383.563780 + Penalty 2831.004911 = -567552.558870
  nChanged 37
		SP:Iteration 41Q (151964.220000 sec): 3 clusters
  Score: Raw -570393.872811 + Penalty 2831.004911 = -567562.867901
  nChanged 34
		SP:Iteration 42Q (151964.420000 sec): 3 clusters
  Score: Raw -570401.494523 + Penalty 2831.004911 = -567570.489612
  nChanged 29
		SP:Iteration 43Q (151964.580000 sec): 3 clusters
  Score: Raw -570408.940606 + Penalty 2831.004911 = -567577.935695
  nChanged 27
		SP:Iteration 44Q (151964.820000 sec): 3 clusters
  Score: Raw -570414.962972 + Penalty 2831.004911 = -567583.958061
  nChanged 30
		SP:Iteration 45Q (151964.980000 sec): 3 clusters
  Score: Raw -570422.324992 + Penalty 2831.004911 = -567591.320082
  nChanged 33
		SP:Iteration 46Q (151965.100000 sec): 3 clusters
  Score: Raw -570431.024877 + Penalty 2831.004911 = -567600.019966
  nChanged 30
		SP:Iteration 47Q (151965.300000 sec): 3 clusters
  Score: Raw -570438.399531 + Penalty 2831.004911 = -567607.394620
  nChanged 33
		SP:Iteration 48Q (151965.520000 sec): 3 clusters
  Score: Raw -570446.114856 + Penalty 2831.004911 = -567615.109945
  nChanged 26
		SP:Iteration 49Q (151965.710000 sec): 3 clusters
  Score: Raw -570452.094369 + Penalty 2831.004911 = -567621.089459
  nChanged 35
		SP:Iteration 50Q (151965.850000 sec): 3 clusters
  Score: Raw -570460.176058 + Penalty 2831.004911 = -567629.171148
  nChanged 28
		SP:Iteration 51Q (151966.040000 sec): 3 clusters
  Score: Raw -570467.520214 + Penalty 2831.004911 = -567636.515303
  nChanged 28
		SP:Iteration 52Q (151966.200000 sec): 3 clusters
  Score: Raw -570474.810603 + Penalty 2831.004911 = -567643.805693
  nChanged 35
		SP:Iteration 53Q (151966.430000 sec): 3 clusters
  Score: Raw -570485.903906 + Penalty 2831.004911 = -567654.898995
  nChanged 36
		SP:Iteration 54Q (151966.580000 sec): 3 clusters
  Score: Raw -570494.673021 + Penalty 2831.004911 = -567663.668110
  nChanged 30
		SP:Iteration 55Q (151966.740000 sec): 3 clusters
  Score: Raw -570505.236024 + Penalty 2831.004911 = -567674.231113
  nChanged 35
		SP:Iteration 56Q (151966.970000 sec): 3 clusters
  Score: Raw -570519.075322 + Penalty 2831.004911 = -567688.070411
  nChanged 34
		SP:Iteration 57Q (151967.140000 sec): 3 clusters
  Score: Raw -570531.772508 + Penalty 2831.004911 = -567700.767598
  nChanged 42
		SP:Iteration 58Q (151967.370000 sec): 3 clusters
  Score: Raw -570546.883757 + Penalty 2831.004911 = -567715.878846
  nChanged 42
		SP:Iteration 59Q (151967.560000 sec): 3 clusters
  Score: Raw -570559.731750 + Penalty 2831.004911 = -567728.726839
  nChanged 32
		SP:Iteration 60F (151967.780000 sec): 3 clusters
  Score: Raw -570570.343168 + Penalty 2831.004911 = -567739.338257
  nChanged 32
		SP:Iteration 61Q (151967.970000 sec): 3 clusters
  Score: Raw -570580.358489 + Penalty 2831.004911 = -567749.353578
  nChanged 28
		SP:Iteration 62Q (151968.160000 sec): 3 clusters
  Score: Raw -570589.266582 + Penalty 2831.004911 = -567758.261671
  nChanged 33
		SP:Iteration 63Q (151968.350000 sec): 3 clusters
  Score: Raw -570600.734563 + Penalty 2831.004911 = -567769.729652
  nChanged 26
		SP:Iteration 64Q (151968.500000 sec): 3 clusters
  Score: Raw -570610.208213 + Penalty 2831.004911 = -567779.203302
  nChanged 26
		SP:Iteration 65Q (151968.700000 sec): 3 clusters
  Score: Raw -570617.924789 + Penalty 2831.004911 = -567786.919878
  nChanged 21
		SP:Iteration 66Q (151968.860000 sec): 3 clusters
  Score: Raw -570625.017321 + Penalty 2831.004911 = -567794.012410
  nChanged 23
		SP:Iteration 67Q (151969.010000 sec): 3 clusters
  Score: Raw -570633.794076 + Penalty 2831.004911 = -567802.789165
  nChanged 23
		SP:Iteration 68Q (151969.170000 sec): 3 clusters
  Score: Raw -570640.560110 + Penalty 2831.004911 = -567809.555199
  nChanged 17
		SP:Iteration 69Q (151969.390000 sec): 3 clusters
  Score: Raw -570645.614903 + Penalty 2831.004911 = -567814.609992
  nChanged 21
		SP:Iteration 70Q (151969.610000 sec): 3 clusters
  Score: Raw -570652.460357 + Penalty 2831.004911 = -567821.455446
  nChanged 24
		SP:Iteration 71Q (151969.820000 sec): 3 clusters
  Score: Raw -570661.018506 + Penalty 2831.004911 = -567830.013595
  nChanged 23
		SP:Iteration 72Q (151969.980000 sec): 3 clusters
  Score: Raw -570672.262824 + Penalty 2831.004911 = -567841.257914
  nChanged 19
		SP:Iteration 73Q (151970.170000 sec): 3 clusters
  Score: Raw -570678.136914 + Penalty 2831.004911 = -567847.132003
  nChanged 17
		SP:Iteration 74Q (151970.350000 sec): 3 clusters
  Score: Raw -570684.676336 + Penalty 2831.004911 = -567853.671425
  nChanged 17
		SP:Iteration 75Q (151970.470000 sec): 3 clusters
  Score: Raw -570692.512902 + Penalty 2831.004911 = -567861.507991
  nChanged 23
		SP:Iteration 76Q (151970.580000 sec): 3 clusters
  Score: Raw -570701.955263 + Penalty 2831.004911 = -567870.950353
  nChanged 25
		SP:Iteration 77Q (151970.800000 sec): 3 clusters
  Score: Raw -570708.068819 + Penalty 2831.004911 = -567877.063908
  nChanged 13
		SP:Iteration 78Q (151971.060000 sec): 3 clusters
  Score: Raw -570712.377246 + Penalty 2831.004911 = -567881.372336
  nChanged 9
		SP:Iteration 79Q (151971.250000 sec): 3 clusters
  Score: Raw -570715.448335 + Penalty 2831.004911 = -567884.443425
  nChanged 6
		SP:Iteration 80F (151971.480000 sec): 3 clusters
  Score: Raw -570716.692715 + Penalty 2831.004911 = -567885.687804
  nChanged 3
		SP:Iteration 81Q (151971.720000 sec): 3 clusters
  Score: Raw -570717.182577 + Penalty 2831.004911 = -567886.177666
  nChanged 3
		SP:Iteration 82Q (151971.900000 sec): 3 clusters
  Score: Raw -570718.438999 + Penalty 2831.004911 = -567887.434089
  nChanged 6
		SP:Iteration 83Q (151972.170000 sec): 3 clusters
  Score: Raw -570720.395744 + Penalty 2831.004911 = -567889.390834
  nChanged 6
		SP:Iteration 84Q (151972.400000 sec): 3 clusters
  Score: Raw -570722.155228 + Penalty 2831.004911 = -567891.150317
  nChanged 6
		SP:Iteration 85Q (151972.630000 sec): 3 clusters
  Score: Raw -570724.466795 + Penalty 2831.004911 = -567893.461884
  nChanged 7
		SP:Iteration 86Q (151972.830000 sec): 3 clusters
  Score: Raw -570726.950792 + Penalty 2831.004911 = -567895.945881
  nChanged 8
		SP:Iteration 87Q (151973.050000 sec): 3 clusters
  Score: Raw -570728.620168 + Penalty 2831.004911 = -567897.615258
  nChanged 7
		SP:Iteration 88Q (151973.240000 sec): 3 clusters
  Score: Raw -570730.908543 + Penalty 2831.004911 = -567899.903632
  nChanged 10
		SP:Iteration 89Q (151973.440000 sec): 3 clusters
  Score: Raw -570733.393632 + Penalty 2831.004911 = -567902.388721
  nChanged 4
		SP:Iteration 90Q (151973.670000 sec): 3 clusters
  Score: Raw -570734.434185 + Penalty 2831.004911 = -567903.429274
  nChanged 8
		SP:Iteration 91Q (151973.870000 sec): 3 clusters
  Score: Raw -570736.374134 + Penalty 2831.004911 = -567905.369224
  nChanged 9
		SP:Iteration 92Q (151974.100000 sec): 3 clusters
  Score: Raw -570738.361604 + Penalty 2831.004911 = -567907.356693
  nChanged 7
		SP:Iteration 93Q (151974.330000 sec): 3 clusters
  Score: Raw -570740.867882 + Penalty 2831.004911 = -567909.862972
  nChanged 8
		SP:Iteration 94Q (151974.600000 sec): 3 clusters
  Score: Raw -570743.407153 + Penalty 2831.004911 = -567912.402242
  nChanged 13
		SP:Iteration 95Q (151974.780000 sec): 3 clusters
  Score: Raw -570747.447755 + Penalty 2831.004911 = -567916.442844
  nChanged 9
		SP:Iteration 96Q (151975.000000 sec): 3 clusters
  Score: Raw -570750.012666 + Penalty 2831.004911 = -567919.007756
  nChanged 7
		SP:Iteration 97Q (151975.250000 sec): 3 clusters
  Score: Raw -570751.954570 + Penalty 2831.004911 = -567920.949659
  nChanged 7
		SP:Iteration 98Q (151975.450000 sec): 3 clusters
  Score: Raw -570753.764645 + Penalty 2831.004911 = -567922.759735
  nChanged 9
		SP:Iteration 99Q (151975.700000 sec): 3 clusters
  Score: Raw -570757.074444 + Penalty 2831.004911 = -567926.069533
  nChanged 9
		SP:Iteration 100F (151975.850000 sec): 3 clusters
  Score: Raw -570759.698081 + Penalty 2831.004911 = -567928.693171
  nChanged 12
		SP:Iteration 101Q (151976.110000 sec): 3 clusters
  Score: Raw -570764.732528 + Penalty 2831.004911 = -567933.727617
  nChanged 7
		SP:Iteration 102Q (151976.340000 sec): 3 clusters
  Score: Raw -570768.161468 + Penalty 2831.004911 = -567937.156557
  nChanged 12
		SP:Iteration 103Q (151976.550000 sec): 3 clusters
  Score: Raw -570771.563488 + Penalty 2831.004911 = -567940.558577
  nChanged 11
		SP:Iteration 104Q (151976.780000 sec): 3 clusters
  Score: Raw -570775.622090 + Penalty 2831.004911 = -567944.617179
  nChanged 9
		SP:Iteration 105Q (151976.960000 sec): 3 clusters
  Score: Raw -570778.279626 + Penalty 2831.004911 = -567947.274715
  nChanged 4
		SP:Iteration 106Q (151977.170000 sec): 3 clusters
  Score: Raw -570780.595470 + Penalty 2831.004911 = -567949.590559
  nChanged 6
		SP:Iteration 107Q (151977.370000 sec): 3 clusters
  Score: Raw -570781.977885 + Penalty 2831.004911 = -567950.972974
  nChanged 7
		SP:Iteration 108Q (151977.570000 sec): 3 clusters
  Score: Raw -570784.012015 + Penalty 2831.004911 = -567953.007105
  nChanged 7
		SP:Iteration 109Q (151977.740000 sec): 3 clusters
  Score: Raw -570786.415844 + Penalty 2831.004911 = -567955.410934
  nChanged 8
		SP:Iteration 110Q (151977.960000 sec): 3 clusters
  Score: Raw -570788.234951 + Penalty 2831.004911 = -567957.230041
  nChanged 5
		SP:Iteration 111Q (151978.140000 sec): 3 clusters
  Score: Raw -570789.349487 + Penalty 2831.004911 = -567958.344576
  nChanged 1
		SP:Iteration 112Q (151978.340000 sec): 3 clusters
  Score: Raw -570789.553026 + Penalty 2831.004911 = -567958.548115
  nChanged 1
		SP:Iteration 113Q (151978.530000 sec): 3 clusters
  Score: Raw -570789.865183 + Penalty 2831.004911 = -567958.860272
  nChanged 2
		SP:Iteration 114Q (151978.790000 sec): 3 clusters
  Score: Raw -570790.175180 + Penalty 2831.004911 = -567959.170269
  nChanged 2
		SP:Iteration 115Q (151979.020000 sec): 3 clusters
  Score: Raw -570790.953276 + Penalty 2831.004911 = -567959.948366
  nChanged 6
		SP:Iteration 116Q (151979.320000 sec): 3 clusters
  Score: Raw -570792.311094 + Penalty 2831.004911 = -567961.306183
  nChanged 2
		SP:Iteration 117Q (151979.540000 sec): 3 clusters
  Score: Raw -570792.732647 + Penalty 2831.004911 = -567961.727737
  nChanged 1
		SP:Iteration 118Q (151979.800000 sec): 3 clusters
  Score: Raw -570792.898156 + Penalty 2831.004911 = -567961.893245
  nChanged 1
		SP:Iteration 119Q (151980.000000 sec): 3 clusters
  Score: Raw -570793.065407 + Penalty 2831.004911 = -567962.060496
  nChanged 0
		SP:Iteration 120F (151980.270000 sec): 3 clusters
  Score: Raw -570793.065407 + Penalty 2831.004911 = -567962.060496
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151980.420000 sec): 2 clusters
  Score: Raw -1103575.240308 + Penalty 1510.639455 = -1102064.600853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151980.630000 sec): 3 clusters
  Score: Raw -1097390.976335 + Penalty 3021.278910 = -1094369.697424
  nChanged 4746
		SP:Iteration 1F (151980.880000 sec): 3 clusters
  Score: Raw -1099958.710223 + Penalty 3021.278910 = -1096937.431313
  nChanged 690
		SP:Iteration 2F (151981.100000 sec): 3 clusters
  Score: Raw -1100276.893003 + Penalty 3021.278910 = -1097255.614093
  nChanged 590
		SP:Iteration 3F (151981.340000 sec): 3 clusters
  Score: Raw -1100551.160612 + Penalty 3021.278910 = -1097529.881702
  nChanged 526
		SP:Iteration 4Q (151981.600000 sec): 3 clusters
  Score: Raw -1100797.042688 + Penalty 3021.278910 = -1097775.763778
  nChanged 512
		SP:Iteration 5Q (151981.800000 sec): 3 clusters
  Score: Raw -1101071.682172 + Penalty 3021.278910 = -1098050.403261
  nChanged 511
		SP:Iteration 6Q (151982.020000 sec): 3 clusters
  Score: Raw -1101369.660462 + Penalty 3021.278910 = -1098348.381551
  nChanged 517
		SP:Iteration 7Q (151982.240000 sec): 3 clusters
  Score: Raw -1101663.790136 + Penalty 3021.278910 = -1098642.511226
  nChanged 485
		SP:Iteration 8Q (151982.520000 sec): 3 clusters
  Score: Raw -1101928.263095 + Penalty 3021.278910 = -1098906.984185
  nChanged 425
		SP:Iteration 9Q (151982.730000 sec): 3 clusters
  Score: Raw -1102148.147588 + Penalty 3021.278910 = -1099126.868677
  nChanged 340
		SP:Iteration 10Q (151982.960000 sec): 3 clusters
  Score: Raw -1102317.784575 + Penalty 3021.278910 = -1099296.505664
  nChanged 320
		SP:Iteration 11Q (151983.240000 sec): 3 clusters
  Score: Raw -1102459.930330 + Penalty 3021.278910 = -1099438.651420
  nChanged 259
		SP:Iteration 12Q (151983.460000 sec): 3 clusters
  Score: Raw -1102564.313269 + Penalty 3021.278910 = -1099543.034359
  nChanged 218
		SP:Iteration 13Q (151983.690000 sec): 3 clusters
  Score: Raw -1102650.212609 + Penalty 3021.278910 = -1099628.933698
  nChanged 193
		SP:Iteration 14Q (151983.930000 sec): 3 clusters
  Score: Raw -1102735.958127 + Penalty 3021.278910 = -1099714.679217
  nChanged 188
		SP:Iteration 15Q (151984.160000 sec): 3 clusters
  Score: Raw -1102810.593605 + Penalty 3021.278910 = -1099789.314695
  nChanged 180
		SP:Iteration 16Q (151984.430000 sec): 3 clusters
  Score: Raw -1102878.961018 + Penalty 3021.278910 = -1099857.682107
  nChanged 171
		SP:Iteration 17Q (151984.650000 sec): 3 clusters
  Score: Raw -1102951.403421 + Penalty 3021.278910 = -1099930.124511
  nChanged 165
		SP:Iteration 18Q (151984.880000 sec): 3 clusters
  Score: Raw -1103018.971603 + Penalty 3021.278910 = -1099997.692693
  nChanged 162
		SP:Iteration 19Q (151985.120000 sec): 3 clusters
  Score: Raw -1103080.992208 + Penalty 3021.278910 = -1100059.713298
  nChanged 148
		SP:Iteration 20F (151985.340000 sec): 3 clusters
  Score: Raw -1103130.408544 + Penalty 3021.278910 = -1100109.129633
  nChanged 133
		SP:Iteration 21Q (151985.570000 sec): 3 clusters
  Score: Raw -1103172.697995 + Penalty 3021.278910 = -1100151.419085
  nChanged 125
		SP:Iteration 22Q (151985.800000 sec): 3 clusters
  Score: Raw -1103215.514644 + Penalty 3021.278910 = -1100194.235734
  nChanged 121
		SP:Iteration 23Q (151986.050000 sec): 3 clusters
  Score: Raw -1103254.196181 + Penalty 3021.278910 = -1100232.917271
  nChanged 134
		SP:Iteration 24Q (151986.290000 sec): 3 clusters
  Score: Raw -1103299.683941 + Penalty 3021.278910 = -1100278.405031
  nChanged 114
		SP:Iteration 25Q (151986.520000 sec): 3 clusters
  Score: Raw -1103333.272336 + Penalty 3021.278910 = -1100311.993426
  nChanged 99
		SP:Iteration 26Q (151986.750000 sec): 3 clusters
  Score: Raw -1103359.849494 + Penalty 3021.278910 = -1100338.570584
  nChanged 90
		SP:Iteration 27Q (151987.010000 sec): 3 clusters
  Score: Raw -1103384.765801 + Penalty 3021.278910 = -1100363.486891
  nChanged 95
		SP:Iteration 28Q (151987.270000 sec): 3 clusters
  Score: Raw -1103412.071907 + Penalty 3021.278910 = -1100390.792997
  nChanged 82
		SP:Iteration 29Q (151987.540000 sec): 3 clusters
  Score: Raw -1103439.714069 + Penalty 3021.278910 = -1100418.435159
  nChanged 98
		SP:Iteration 30Q (151987.780000 sec): 3 clusters
  Score: Raw -1103480.716866 + Penalty 3021.278910 = -1100459.437956
  nChanged 101
		SP:Iteration 31Q (151988.090000 sec): 3 clusters
  Score: Raw -1103523.946949 + Penalty 3021.278910 = -1100502.668038
  nChanged 111
		SP:Iteration 32Q (151988.300000 sec): 3 clusters
  Score: Raw -1103592.655084 + Penalty 3021.278910 = -1100571.376174
  nChanged 101
		SP:Iteration 33Q (151988.580000 sec): 3 clusters
  Score: Raw -1103665.676197 + Penalty 3021.278910 = -1100644.397287
  nChanged 102
		SP:Iteration 34Q (151988.850000 sec): 3 clusters
  Score: Raw -1103736.061115 + Penalty 3021.278910 = -1100714.782205
  nChanged 113
		SP:Iteration 35Q (151989.060000 sec): 3 clusters
  Score: Raw -1103791.176933 + Penalty 3021.278910 = -1100769.898023
  nChanged 87
		SP:Iteration 36Q (151989.320000 sec): 3 clusters
  Score: Raw -1103821.466225 + Penalty 3021.278910 = -1100800.187315
  nChanged 76
		SP:Iteration 37Q (151989.560000 sec): 3 clusters
  Score: Raw -1103846.342288 + Penalty 3021.278910 = -1100825.063378
  nChanged 65
		SP:Iteration 38Q (151989.820000 sec): 3 clusters
  Score: Raw -1103863.334152 + Penalty 3021.278910 = -1100842.055242
  nChanged 45
		SP:Iteration 39Q (151990.080000 sec): 3 clusters
  Score: Raw -1103878.791970 + Penalty 3021.278910 = -1100857.513060
  nChanged 45
		SP:Iteration 40F (151990.370000 sec): 3 clusters
  Score: Raw -1103890.488308 + Penalty 3021.278910 = -1100869.209398
  nChanged 36
		SP:Iteration 41Q (151990.600000 sec): 3 clusters
  Score: Raw -1103898.304986 + Penalty 3021.278910 = -1100877.026076
  nChanged 23
		SP:Iteration 42Q (151990.870000 sec): 3 clusters
  Score: Raw -1103902.468910 + Penalty 3021.278910 = -1100881.190000
  nChanged 22
		SP:Iteration 43Q (151991.130000 sec): 3 clusters
  Score: Raw -1103906.136307 + Penalty 3021.278910 = -1100884.857397
  nChanged 25
		SP:Iteration 44Q (151991.370000 sec): 3 clusters
  Score: Raw -1103909.730497 + Penalty 3021.278910 = -1100888.451587
  nChanged 14
		SP:Iteration 45Q (151991.610000 sec): 3 clusters
  Score: Raw -1103911.712294 + Penalty 3021.278910 = -1100890.433384
  nChanged 12
		SP:Iteration 46Q (151991.890000 sec): 3 clusters
  Score: Raw -1103913.483239 + Penalty 3021.278910 = -1100892.204329
  nChanged 11
		SP:Iteration 47Q (151992.080000 sec): 3 clusters
  Score: Raw -1103915.104409 + Penalty 3021.278910 = -1100893.825499
  nChanged 14
		SP:Iteration 48Q (151992.320000 sec): 3 clusters
  Score: Raw -1103916.800143 + Penalty 3021.278910 = -1100895.521233
  nChanged 8
		SP:Iteration 49Q (151992.630000 sec): 3 clusters
  Score: Raw -1103917.899009 + Penalty 3021.278910 = -1100896.620099
  nChanged 8
		SP:Iteration 50Q (151992.960000 sec): 3 clusters
  Score: Raw -1103919.001536 + Penalty 3021.278910 = -1100897.722626
  nChanged 8
		SP:Iteration 51Q (151993.200000 sec): 3 clusters
  Score: Raw -1103919.941581 + Penalty 3021.278910 = -1100898.662671
  nChanged 8
		SP:Iteration 52Q (151993.430000 sec): 3 clusters
  Score: Raw -1103920.964326 + Penalty 3021.278910 = -1100899.685416
  nChanged 10
		SP:Iteration 53Q (151993.720000 sec): 3 clusters
  Score: Raw -1103922.627742 + Penalty 3021.278910 = -1100901.348832
  nChanged 9
		SP:Iteration 54Q (151993.960000 sec): 3 clusters
  Score: Raw -1103923.828168 + Penalty 3021.278910 = -1100902.549258
  nChanged 6
		SP:Iteration 55Q (151994.230000 sec): 3 clusters
  Score: Raw -1103924.570478 + Penalty 3021.278910 = -1100903.291567
  nChanged 4
		SP:Iteration 56Q (151994.490000 sec): 3 clusters
  Score: Raw -1103925.068292 + Penalty 3021.278910 = -1100903.789381
  nChanged 2
		SP:Iteration 57Q (151994.700000 sec): 3 clusters
  Score: Raw -1103925.172464 + Penalty 3021.278910 = -1100903.893553
  nChanged 2
		SP:Iteration 58Q (151994.980000 sec): 3 clusters
  Score: Raw -1103925.335337 + Penalty 3021.278910 = -1100904.056426
  nChanged 2
		SP:Iteration 59Q (151995.270000 sec): 3 clusters
  Score: Raw -1103925.476432 + Penalty 3021.278910 = -1100904.197522
  nChanged 2
		SP:Iteration 60F (151995.510000 sec): 3 clusters
  Score: Raw -1103925.587448 + Penalty 3021.278910 = -1100904.308538
  nChanged 1
		SP:Iteration 61Q (151995.760000 sec): 3 clusters
  Score: Raw -1103925.637593 + Penalty 3021.278910 = -1100904.358683
  nChanged 0
		SP:Iteration 62F (151996.030000 sec): 3 clusters
  Score: Raw -1103925.637593 + Penalty 3021.278910 = -1100904.358683
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (151996.140000 sec): 2 clusters
  Score: Raw -373584.805100 + Penalty 1330.571680 = -372254.233420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (151996.440000 sec): 3 clusters
  Score: Raw -371816.430850 + Penalty 2661.143360 = -369155.287490
  nChanged 1367
		SP:Iteration 1F (151996.590000 sec): 3 clusters
  Score: Raw -372505.735136 + Penalty 2661.143360 = -369844.591776
  nChanged 290
		SP:Iteration 2F (151996.810000 sec): 3 clusters
  Score: Raw -372703.488497 + Penalty 2661.143360 = -370042.345137
  nChanged 238
		SP:Iteration 3F (151996.970000 sec): 3 clusters
  Score: Raw -372891.427006 + Penalty 2661.143360 = -370230.283646
  nChanged 232
		SP:Iteration 4F (151997.130000 sec): 3 clusters
  Score: Raw -373080.865393 + Penalty 2661.143360 = -370419.722033
  nChanged 198
		SP:Iteration 5F (151997.270000 sec): 3 clusters
  Score: Raw -373249.720422 + Penalty 2661.143360 = -370588.577063
  nChanged 197
		SP:Iteration 6F (151997.430000 sec): 3 clusters
  Score: Raw -373423.587316 + Penalty 2661.143360 = -370762.443956
  nChanged 218
		SP:Iteration 7F (151997.590000 sec): 3 clusters
  Score: Raw -373623.308765 + Penalty 2661.143360 = -370962.165406
  nChanged 171
		SP:Iteration 8Q (151997.770000 sec): 3 clusters
  Score: Raw -373777.948003 + Penalty 2661.143360 = -371116.804643
  nChanged 140
		SP:Iteration 9Q (151997.930000 sec): 3 clusters
  Score: Raw -373892.829184 + Penalty 2661.143360 = -371231.685825
  nChanged 108
		SP:Iteration 10Q (151998.080000 sec): 3 clusters
  Score: Raw -373966.837404 + Penalty 2661.143360 = -371305.694044
  nChanged 80
		SP:Iteration 11Q (151998.300000 sec): 3 clusters
  Score: Raw -374016.169452 + Penalty 2661.143360 = -371355.026092
  nChanged 67
		SP:Iteration 12Q (151998.470000 sec): 3 clusters
  Score: Raw -374050.320673 + Penalty 2661.143360 = -371389.177313
  nChanged 43
		SP:Iteration 13Q (151998.630000 sec): 3 clusters
  Score: Raw -374069.767855 + Penalty 2661.143360 = -371408.624495
  nChanged 27
		SP:Iteration 14Q (151998.770000 sec): 3 clusters
  Score: Raw -374079.400000 + Penalty 2661.143360 = -371418.256640
  nChanged 18
		SP:Iteration 15Q (151998.930000 sec): 3 clusters
  Score: Raw -374086.787319 + Penalty 2661.143360 = -371425.643959
  nChanged 19
		SP:Iteration 16Q (151999.120000 sec): 3 clusters
  Score: Raw -374094.463093 + Penalty 2661.143360 = -371433.319733
  nChanged 21
		SP:Iteration 17Q (151999.310000 sec): 3 clusters
  Score: Raw -374101.635349 + Penalty 2661.143360 = -371440.491989
  nChanged 11
		SP:Iteration 18Q (151999.540000 sec): 3 clusters
  Score: Raw -374106.474279 + Penalty 2661.143360 = -371445.330919
  nChanged 9
		SP:Iteration 19Q (151999.700000 sec): 3 clusters
  Score: Raw -374109.744549 + Penalty 2661.143360 = -371448.601189
  nChanged 9
		SP:Iteration 20F (151999.890000 sec): 3 clusters
  Score: Raw -374114.052760 + Penalty 2661.143360 = -371452.909400
  nChanged 10
		SP:Iteration 21Q (152000.090000 sec): 3 clusters
  Score: Raw -374118.037168 + Penalty 2661.143360 = -371456.893808
  nChanged 8
		SP:Iteration 22Q (152000.240000 sec): 3 clusters
  Score: Raw -374120.522539 + Penalty 2661.143360 = -371459.379179
  nChanged 5
		SP:Iteration 23Q (152000.430000 sec): 3 clusters
  Score: Raw -374122.041707 + Penalty 2661.143360 = -371460.898347
  nChanged 4
		SP:Iteration 24Q (152000.640000 sec): 3 clusters
  Score: Raw -374123.161710 + Penalty 2661.143360 = -371462.018350
  nChanged 4
		SP:Iteration 25Q (152000.800000 sec): 3 clusters
  Score: Raw -374124.583294 + Penalty 2661.143360 = -371463.439934
  nChanged 6
		SP:Iteration 26Q (152001.000000 sec): 3 clusters
  Score: Raw -374126.535999 + Penalty 2661.143360 = -371465.392639
  nChanged 5
		SP:Iteration 27Q (152001.200000 sec): 3 clusters
  Score: Raw -374128.153272 + Penalty 2661.143360 = -371467.009912
  nChanged 2
		SP:Iteration 28Q (152001.350000 sec): 3 clusters
  Score: Raw -374128.770732 + Penalty 2661.143360 = -371467.627372
  nChanged 2
		SP:Iteration 29Q (152001.520000 sec): 3 clusters
  Score: Raw -374129.105876 + Penalty 2661.143360 = -371467.962516
  nChanged 0
		SP:Iteration 30F (152001.670000 sec): 3 clusters
  Score: Raw -374129.105876 + Penalty 2661.143360 = -371467.962516
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152001.850000 sec): 2 clusters
  Score: Raw -1767462.596426 + Penalty 1579.916815 = -1765882.679611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152002.120000 sec): 3 clusters
  Score: Raw -1757574.032695 + Penalty 3159.833630 = -1754414.199065
  nChanged 7387
		SP:Iteration 1F (152002.330000 sec): 3 clusters
  Score: Raw -1761660.091100 + Penalty 3159.833630 = -1758500.257470
  nChanged 877
		SP:Iteration 2F (152002.540000 sec): 3 clusters
  Score: Raw -1762022.159111 + Penalty 3159.833630 = -1758862.325480
  nChanged 815
		SP:Iteration 3Q (152002.810000 sec): 3 clusters
  Score: Raw -1762392.341806 + Penalty 3159.833630 = -1759232.508175
  nChanged 832
		SP:Iteration 4Q (152003.070000 sec): 3 clusters
  Score: Raw -1762819.748927 + Penalty 3159.833630 = -1759659.915297
  nChanged 859
		SP:Iteration 5F (152003.440000 sec): 3 clusters
  Score: Raw -1763282.040785 + Penalty 3159.833630 = -1760122.207155
  nChanged 884
		SP:Iteration 6F (152003.730000 sec): 3 clusters
  Score: Raw -1763779.823516 + Penalty 3159.833630 = -1760619.989886
  nChanged 868
		SP:Iteration 7F (152003.960000 sec): 3 clusters
  Score: Raw -1764212.327393 + Penalty 3159.833630 = -1761052.493763
  nChanged 771
		SP:Iteration 8Q (152004.190000 sec): 3 clusters
  Score: Raw -1764582.772662 + Penalty 3159.833630 = -1761422.939031
  nChanged 655
		SP:Iteration 9Q (152004.480000 sec): 3 clusters
  Score: Raw -1764907.821626 + Penalty 3159.833630 = -1761747.987995
  nChanged 565
		SP:Iteration 10Q (152004.720000 sec): 3 clusters
  Score: Raw -1765137.827167 + Penalty 3159.833630 = -1761977.993537
  nChanged 500
		SP:Iteration 11Q (152004.970000 sec): 3 clusters
  Score: Raw -1765332.797491 + Penalty 3159.833630 = -1762172.963861
  nChanged 430
		SP:Iteration 12Q (152005.240000 sec): 3 clusters
  Score: Raw -1765498.017611 + Penalty 3159.833630 = -1762338.183981
  nChanged 396
		SP:Iteration 13Q (152005.450000 sec): 3 clusters
  Score: Raw -1765642.375425 + Penalty 3159.833630 = -1762482.541795
  nChanged 344
		SP:Iteration 14Q (152005.750000 sec): 3 clusters
  Score: Raw -1765753.183270 + Penalty 3159.833630 = -1762593.349640
  nChanged 292
		SP:Iteration 15Q (152005.980000 sec): 3 clusters
  Score: Raw -1765839.358736 + Penalty 3159.833630 = -1762679.525106
  nChanged 256
		SP:Iteration 16Q (152006.220000 sec): 3 clusters
  Score: Raw -1765912.528911 + Penalty 3159.833630 = -1762752.695281
  nChanged 199
		SP:Iteration 17Q (152006.450000 sec): 3 clusters
  Score: Raw -1765961.349399 + Penalty 3159.833630 = -1762801.515768
  nChanged 187
		SP:Iteration 18Q (152006.750000 sec): 3 clusters
  Score: Raw -1766008.213745 + Penalty 3159.833630 = -1762848.380114
  nChanged 171
		SP:Iteration 19Q (152007.000000 sec): 3 clusters
  Score: Raw -1766041.947861 + Penalty 3159.833630 = -1762882.114231
  nChanged 122
		SP:Iteration 20F (152007.310000 sec): 3 clusters
  Score: Raw -1766064.172094 + Penalty 3159.833630 = -1762904.338463
  nChanged 104
		SP:Iteration 21Q (152007.570000 sec): 3 clusters
  Score: Raw -1766083.456426 + Penalty 3159.833630 = -1762923.622796
  nChanged 110
		SP:Iteration 22Q (152007.850000 sec): 3 clusters
  Score: Raw -1766105.171350 + Penalty 3159.833630 = -1762945.337720
  nChanged 125
		SP:Iteration 23Q (152008.170000 sec): 3 clusters
  Score: Raw -1766132.767690 + Penalty 3159.833630 = -1762972.934060
  nChanged 129
		SP:Iteration 24Q (152008.460000 sec): 3 clusters
  Score: Raw -1766163.191152 + Penalty 3159.833630 = -1763003.357522
  nChanged 142
		SP:Iteration 25Q (152008.730000 sec): 3 clusters
  Score: Raw -1766200.430705 + Penalty 3159.833630 = -1763040.597074
  nChanged 159
		SP:Iteration 26Q (152009.000000 sec): 3 clusters
  Score: Raw -1766244.022460 + Penalty 3159.833630 = -1763084.188830
  nChanged 154
		SP:Iteration 27Q (152009.250000 sec): 3 clusters
  Score: Raw -1766293.877438 + Penalty 3159.833630 = -1763134.043808
  nChanged 167
		SP:Iteration 28Q (152009.510000 sec): 3 clusters
  Score: Raw -1766344.932141 + Penalty 3159.833630 = -1763185.098511
  nChanged 174
		SP:Iteration 29Q (152009.770000 sec): 3 clusters
  Score: Raw -1766395.144983 + Penalty 3159.833630 = -1763235.311352
  nChanged 150
		SP:Iteration 30Q (152010.060000 sec): 3 clusters
  Score: Raw -1766437.985534 + Penalty 3159.833630 = -1763278.151904
  nChanged 154
		SP:Iteration 31Q (152010.290000 sec): 3 clusters
  Score: Raw -1766484.123257 + Penalty 3159.833630 = -1763324.289626
  nChanged 156
		SP:Iteration 32Q (152010.510000 sec): 3 clusters
  Score: Raw -1766529.503442 + Penalty 3159.833630 = -1763369.669812
  nChanged 147
		SP:Iteration 33Q (152010.720000 sec): 3 clusters
  Score: Raw -1766571.295307 + Penalty 3159.833630 = -1763411.461677
  nChanged 155
		SP:Iteration 34Q (152011.000000 sec): 3 clusters
  Score: Raw -1766616.199418 + Penalty 3159.833630 = -1763456.365787
  nChanged 162
		SP:Iteration 35Q (152011.250000 sec): 3 clusters
  Score: Raw -1766655.288217 + Penalty 3159.833630 = -1763495.454587
  nChanged 139
		SP:Iteration 36Q (152011.480000 sec): 3 clusters
  Score: Raw -1766690.711194 + Penalty 3159.833630 = -1763530.877563
  nChanged 128
		SP:Iteration 37Q (152011.760000 sec): 3 clusters
  Score: Raw -1766724.756999 + Penalty 3159.833630 = -1763564.923369
  nChanged 134
		SP:Iteration 38Q (152011.960000 sec): 3 clusters
  Score: Raw -1766762.696293 + Penalty 3159.833630 = -1763602.862662
  nChanged 121
		SP:Iteration 39Q (152012.190000 sec): 3 clusters
  Score: Raw -1766794.950260 + Penalty 3159.833630 = -1763635.116629
  nChanged 122
		SP:Iteration 40F (152012.440000 sec): 3 clusters
  Score: Raw -1766825.918742 + Penalty 3159.833630 = -1763666.085111
  nChanged 118
		SP:Iteration 41Q (152012.690000 sec): 3 clusters
  Score: Raw -1766858.136094 + Penalty 3159.833630 = -1763698.302463
  nChanged 122
		SP:Iteration 42Q (152012.920000 sec): 3 clusters
  Score: Raw -1766892.531655 + Penalty 3159.833630 = -1763732.698024
  nChanged 135
		SP:Iteration 43Q (152013.160000 sec): 3 clusters
  Score: Raw -1766926.788520 + Penalty 3159.833630 = -1763766.954889
  nChanged 106
		SP:Iteration 44Q (152013.390000 sec): 3 clusters
  Score: Raw -1766952.159373 + Penalty 3159.833630 = -1763792.325743
  nChanged 93
		SP:Iteration 45Q (152013.670000 sec): 3 clusters
  Score: Raw -1766973.665486 + Penalty 3159.833630 = -1763813.831855
  nChanged 97
		SP:Iteration 46Q (152013.900000 sec): 3 clusters
  Score: Raw -1766998.532366 + Penalty 3159.833630 = -1763838.698735
  nChanged 96
		SP:Iteration 47Q (152014.190000 sec): 3 clusters
  Score: Raw -1767023.879320 + Penalty 3159.833630 = -1763864.045689
  nChanged 107
		SP:Iteration 48Q (152014.430000 sec): 3 clusters
  Score: Raw -1767052.529667 + Penalty 3159.833630 = -1763892.696036
  nChanged 114
		SP:Iteration 49Q (152014.680000 sec): 3 clusters
  Score: Raw -1767082.605016 + Penalty 3159.833630 = -1763922.771385
  nChanged 99
		SP:Iteration 50Q (152014.920000 sec): 3 clusters
  Score: Raw -1767108.090386 + Penalty 3159.833630 = -1763948.256756
  nChanged 101
		SP:Iteration 51Q (152015.160000 sec): 3 clusters
  Score: Raw -1767137.989649 + Penalty 3159.833630 = -1763978.156019
  nChanged 107
		SP:Iteration 52Q (152015.430000 sec): 3 clusters
  Score: Raw -1767178.466495 + Penalty 3159.833630 = -1764018.632865
  nChanged 119
		SP:Iteration 53Q (152015.670000 sec): 3 clusters
  Score: Raw -1767219.486666 + Penalty 3159.833630 = -1764059.653035
  nChanged 105
		SP:Iteration 54Q (152015.870000 sec): 3 clusters
  Score: Raw -1767247.671067 + Penalty 3159.833630 = -1764087.837437
  nChanged 98
		SP:Iteration 55Q (152016.140000 sec): 3 clusters
  Score: Raw -1767276.671534 + Penalty 3159.833630 = -1764116.837904
  nChanged 97
		SP:Iteration 56Q (152016.340000 sec): 3 clusters
  Score: Raw -1767307.011005 + Penalty 3159.833630 = -1764147.177375
  nChanged 103
		SP:Iteration 57Q (152016.580000 sec): 3 clusters
  Score: Raw -1767341.362349 + Penalty 3159.833630 = -1764181.528719
  nChanged 112
		SP:Iteration 58Q (152016.840000 sec): 3 clusters
  Score: Raw -1767376.191552 + Penalty 3159.833630 = -1764216.357921
  nChanged 108
		SP:Iteration 59Q (152017.070000 sec): 3 clusters
  Score: Raw -1767412.791212 + Penalty 3159.833630 = -1764252.957582
  nChanged 99
		SP:Iteration 60F (152017.340000 sec): 3 clusters
  Score: Raw -1767450.182986 + Penalty 3159.833630 = -1764290.349356
  nChanged 104
		SP:Iteration 61Q (152017.580000 sec): 3 clusters
  Score: Raw -1767490.841734 + Penalty 3159.833630 = -1764331.008104
  nChanged 96
		SP:Iteration 62Q (152017.830000 sec): 3 clusters
  Score: Raw -1767523.922861 + Penalty 3159.833630 = -1764364.089230
  nChanged 76
		SP:Iteration 63Q (152018.090000 sec): 3 clusters
  Score: Raw -1767548.610472 + Penalty 3159.833630 = -1764388.776842
  nChanged 73
		SP:Iteration 64Q (152018.360000 sec): 3 clusters
  Score: Raw -1767574.936462 + Penalty 3159.833630 = -1764415.102831
  nChanged 62
		SP:Iteration 65Q (152018.620000 sec): 3 clusters
  Score: Raw -1767597.207607 + Penalty 3159.833630 = -1764437.373976
  nChanged 74
		SP:Iteration 66Q (152018.800000 sec): 3 clusters
  Score: Raw -1767624.794307 + Penalty 3159.833630 = -1764464.960677
  nChanged 53
		SP:Iteration 67Q (152019.090000 sec): 3 clusters
  Score: Raw -1767644.778321 + Penalty 3159.833630 = -1764484.944691
  nChanged 44
		SP:Iteration 68Q (152019.310000 sec): 3 clusters
  Score: Raw -1767657.723987 + Penalty 3159.833630 = -1764497.890356
  nChanged 39
		SP:Iteration 69Q (152019.580000 sec): 3 clusters
  Score: Raw -1767670.903376 + Penalty 3159.833630 = -1764511.069746
  nChanged 32
		SP:Iteration 70Q (152019.880000 sec): 3 clusters
  Score: Raw -1767679.426230 + Penalty 3159.833630 = -1764519.592599
  nChanged 25
		SP:Iteration 71Q (152020.140000 sec): 3 clusters
  Score: Raw -1767687.315467 + Penalty 3159.833630 = -1764527.481837
  nChanged 29
		SP:Iteration 72Q (152020.380000 sec): 3 clusters
  Score: Raw -1767695.940800 + Penalty 3159.833630 = -1764536.107170
  nChanged 26
		SP:Iteration 73Q (152020.640000 sec): 3 clusters
  Score: Raw -1767703.885649 + Penalty 3159.833630 = -1764544.052018
  nChanged 25
		SP:Iteration 74Q (152020.860000 sec): 3 clusters
  Score: Raw -1767711.421742 + Penalty 3159.833630 = -1764551.588112
  nChanged 18
		SP:Iteration 75Q (152021.100000 sec): 3 clusters
  Score: Raw -1767717.064622 + Penalty 3159.833630 = -1764557.230991
  nChanged 16
		SP:Iteration 76Q (152021.340000 sec): 3 clusters
  Score: Raw -1767721.234513 + Penalty 3159.833630 = -1764561.400883
  nChanged 13
		SP:Iteration 77Q (152021.560000 sec): 3 clusters
  Score: Raw -1767725.412793 + Penalty 3159.833630 = -1764565.579163
  nChanged 19
		SP:Iteration 78Q (152021.820000 sec): 3 clusters
  Score: Raw -1767731.886596 + Penalty 3159.833630 = -1764572.052965
  nChanged 22
		SP:Iteration 79Q (152022.120000 sec): 3 clusters
  Score: Raw -1767738.401796 + Penalty 3159.833630 = -1764578.568165
  nChanged 16
		SP:Iteration 80F (152022.410000 sec): 3 clusters
  Score: Raw -1767743.390093 + Penalty 3159.833630 = -1764583.556462
  nChanged 13
		SP:Iteration 81Q (152022.660000 sec): 3 clusters
  Score: Raw -1767747.154424 + Penalty 3159.833630 = -1764587.320793
  nChanged 10
		SP:Iteration 82Q (152022.940000 sec): 3 clusters
  Score: Raw -1767749.618137 + Penalty 3159.833630 = -1764589.784506
  nChanged 16
		SP:Iteration 83Q (152023.150000 sec): 3 clusters
  Score: Raw -1767754.087253 + Penalty 3159.833630 = -1764594.253623
  nChanged 10
		SP:Iteration 84Q (152023.380000 sec): 3 clusters
  Score: Raw -1767756.157867 + Penalty 3159.833630 = -1764596.324236
  nChanged 7
		SP:Iteration 85Q (152023.650000 sec): 3 clusters
  Score: Raw -1767757.956882 + Penalty 3159.833630 = -1764598.123252
  nChanged 8
		SP:Iteration 86Q (152023.910000 sec): 3 clusters
  Score: Raw -1767760.043427 + Penalty 3159.833630 = -1764600.209796
  nChanged 7
		SP:Iteration 87Q (152024.190000 sec): 3 clusters
  Score: Raw -1767762.268423 + Penalty 3159.833630 = -1764602.434793
  nChanged 5
		SP:Iteration 88Q (152024.450000 sec): 3 clusters
  Score: Raw -1767763.892967 + Penalty 3159.833630 = -1764604.059337
  nChanged 4
		SP:Iteration 89Q (152024.710000 sec): 3 clusters
  Score: Raw -1767764.891917 + Penalty 3159.833630 = -1764605.058287
  nChanged 5
		SP:Iteration 90Q (152024.990000 sec): 3 clusters
  Score: Raw -1767766.191942 + Penalty 3159.833630 = -1764606.358311
  nChanged 6
		SP:Iteration 91Q (152025.270000 sec): 3 clusters
  Score: Raw -1767767.991767 + Penalty 3159.833630 = -1764608.158136
  nChanged 4
		SP:Iteration 92Q (152025.540000 sec): 3 clusters
  Score: Raw -1767769.094945 + Penalty 3159.833630 = -1764609.261314
  nChanged 7
		SP:Iteration 93Q (152025.760000 sec): 3 clusters
  Score: Raw -1767771.597443 + Penalty 3159.833630 = -1764611.763813
  nChanged 8
		SP:Iteration 94Q (152025.990000 sec): 3 clusters
  Score: Raw -1767775.132786 + Penalty 3159.833630 = -1764615.299155
  nChanged 7
		SP:Iteration 95Q (152026.250000 sec): 3 clusters
  Score: Raw -1767777.541149 + Penalty 3159.833630 = -1764617.707519
  nChanged 7
		SP:Iteration 96Q (152026.490000 sec): 3 clusters
  Score: Raw -1767780.569409 + Penalty 3159.833630 = -1764620.735778
  nChanged 11
		SP:Iteration 97Q (152026.770000 sec): 3 clusters
  Score: Raw -1767785.361053 + Penalty 3159.833630 = -1764625.527423
  nChanged 8
		SP:Iteration 98Q (152027.060000 sec): 3 clusters
  Score: Raw -1767787.890172 + Penalty 3159.833630 = -1764628.056542
  nChanged 9
		SP:Iteration 99Q (152027.310000 sec): 3 clusters
  Score: Raw -1767791.081743 + Penalty 3159.833630 = -1764631.248113
  nChanged 9
		SP:Iteration 100F (152027.540000 sec): 3 clusters
  Score: Raw -1767793.908456 + Penalty 3159.833630 = -1764634.074825
  nChanged 6
		SP:Iteration 101Q (152027.800000 sec): 3 clusters
  Score: Raw -1767795.289227 + Penalty 3159.833630 = -1764635.455596
  nChanged 2
		SP:Iteration 102Q (152028.060000 sec): 3 clusters
  Score: Raw -1767796.053830 + Penalty 3159.833630 = -1764636.220200
  nChanged 4
		SP:Iteration 103Q (152028.260000 sec): 3 clusters
  Score: Raw -1767796.933506 + Penalty 3159.833630 = -1764637.099875
  nChanged 1
		SP:Iteration 104Q (152028.460000 sec): 3 clusters
  Score: Raw -1767797.099023 + Penalty 3159.833630 = -1764637.265393
  nChanged 0
		SP:Iteration 105F (152028.690000 sec): 3 clusters
  Score: Raw -1767797.099023 + Penalty 3159.833630 = -1764637.265393
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152028.770000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152028.880000 sec): 3 clusters
  Score: Raw -26836.544240 + Penalty 1810.950060 = -25025.594180
  nChanged 37
		SP:Iteration 1F (152028.990000 sec): 3 clusters
  Score: Raw -26918.781855 + Penalty 1810.950060 = -25107.831795
  nChanged 10
		SP:Iteration 2Q (152029.080000 sec): 3 clusters
  Score: Raw -26943.746348 + Penalty 1810.950060 = -25132.796288
  nChanged 6
		SP:Iteration 3Q (152029.190000 sec): 3 clusters
  Score: Raw -26960.849893 + Penalty 1810.950060 = -25149.899832
  nChanged 2
		SP:Iteration 4Q (152029.290000 sec): 3 clusters
  Score: Raw -26967.921932 + Penalty 1810.950060 = -25156.971871
  nChanged 2
		SP:Iteration 5Q (152029.390000 sec): 3 clusters
  Score: Raw -26974.956876 + Penalty 1810.950060 = -25164.006815
  nChanged 2
		SP:Iteration 6Q (152029.500000 sec): 3 clusters
  Score: Raw -26981.643919 + Penalty 1810.950060 = -25170.693858
  nChanged 0
		SP:Iteration 7F (152029.610000 sec): 3 clusters
  Score: Raw -26981.643919 + Penalty 1810.950060 = -25170.693858
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152029.700000 sec): 2 clusters
  Score: Raw -117214.914551 + Penalty 1176.372433 = -116038.542117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152029.800000 sec): 3 clusters
  Score: Raw -116777.255942 + Penalty 2352.744866 = -114424.511076
  nChanged 454
		SP:Iteration 1F (152029.900000 sec): 3 clusters
  Score: Raw -117244.406872 + Penalty 2352.744866 = -114891.662005
  nChanged 134
		SP:Iteration 2F (152030.010000 sec): 3 clusters
  Score: Raw -117389.867701 + Penalty 2352.744866 = -115037.122834
  nChanged 66
		SP:Iteration 3Q (152030.120000 sec): 3 clusters
  Score: Raw -117451.789156 + Penalty 2352.744866 = -115099.044290
  nChanged 38
		SP:Iteration 4Q (152030.210000 sec): 3 clusters
  Score: Raw -117498.310996 + Penalty 2352.744866 = -115145.566130
  nChanged 31
		SP:Iteration 5Q (152030.320000 sec): 3 clusters
  Score: Raw -117531.709566 + Penalty 2352.744866 = -115178.964700
  nChanged 31
		SP:Iteration 6Q (152030.420000 sec): 3 clusters
  Score: Raw -117562.448121 + Penalty 2352.744866 = -115209.703255
  nChanged 30
		SP:Iteration 7Q (152030.530000 sec): 3 clusters
  Score: Raw -117585.960307 + Penalty 2352.744866 = -115233.215441
  nChanged 30
		SP:Iteration 8Q (152030.630000 sec): 3 clusters
  Score: Raw -117619.913073 + Penalty 2352.744866 = -115267.168207
  nChanged 35
		SP:Iteration 9Q (152030.740000 sec): 3 clusters
  Score: Raw -117674.928140 + Penalty 2352.744866 = -115322.183274
  nChanged 37
		SP:Iteration 10Q (152030.840000 sec): 3 clusters
  Score: Raw -117726.117147 + Penalty 2352.744866 = -115373.372280
  nChanged 28
		SP:Iteration 11Q (152030.940000 sec): 3 clusters
  Score: Raw -117765.838324 + Penalty 2352.744866 = -115413.093458
  nChanged 27
		SP:Iteration 12Q (152031.040000 sec): 3 clusters
  Score: Raw -117799.201190 + Penalty 2352.744866 = -115446.456323
  nChanged 19
		SP:Iteration 13Q (152031.140000 sec): 3 clusters
  Score: Raw -117819.983490 + Penalty 2352.744866 = -115467.238624
  nChanged 14
		SP:Iteration 14Q (152031.250000 sec): 3 clusters
  Score: Raw -117834.581449 + Penalty 2352.744866 = -115481.836583
  nChanged 10
		SP:Iteration 15Q (152031.350000 sec): 3 clusters
  Score: Raw -117840.686320 + Penalty 2352.744866 = -115487.941453
  nChanged 2
		SP:Iteration 16Q (152031.460000 sec): 3 clusters
  Score: Raw -117842.746202 + Penalty 2352.744866 = -115490.001336
  nChanged 3
		SP:Iteration 17Q (152031.560000 sec): 3 clusters
  Score: Raw -117844.612407 + Penalty 2352.744866 = -115491.867540
  nChanged 2
		SP:Iteration 18Q (152031.670000 sec): 3 clusters
  Score: Raw -117845.801076 + Penalty 2352.744866 = -115493.056210
  nChanged 3
		SP:Iteration 19Q (152031.770000 sec): 3 clusters
  Score: Raw -117847.067516 + Penalty 2352.744866 = -115494.322649
  nChanged 2
		SP:Iteration 20F (152031.880000 sec): 3 clusters
  Score: Raw -117847.442286 + Penalty 2352.744866 = -115494.697419
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152031.980000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152032.170000 sec): 3 clusters
  Score: Raw -30623.341049 + Penalty 1847.163424 = -28776.177625
  nChanged 36
		SP:Iteration 1F (152032.360000 sec): 3 clusters
  Score: Raw -30686.656891 + Penalty 1847.163424 = -28839.493466
  nChanged 7
		SP:Iteration 2Q (152032.550000 sec): 3 clusters
  Score: Raw -30700.343076 + Penalty 1847.163424 = -28853.179652
  nChanged 4
		SP:Iteration 3Q (152032.760000 sec): 3 clusters
  Score: Raw -30723.362372 + Penalty 1847.163424 = -28876.198948
  nChanged 5
		SP:Iteration 4Q (152032.940000 sec): 3 clusters
  Score: Raw -30736.167608 + Penalty 1847.163424 = -28889.004184
  nChanged 3
		SP:Iteration 5Q (152033.150000 sec): 3 clusters
  Score: Raw -30744.926724 + Penalty 1847.163424 = -28897.763299
  nChanged 3
		SP:Iteration 6Q (152033.340000 sec): 3 clusters
  Score: Raw -30750.577321 + Penalty 1847.163424 = -28903.413896
  nChanged 0
		SP:Iteration 7F (152033.470000 sec): 3 clusters
  Score: Raw -30750.577321 + Penalty 1847.163424 = -28903.413896
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152033.570000 sec): 2 clusters
  Score: Raw -278719.905987 + Penalty 1274.434115 = -277445.471872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152033.700000 sec): 3 clusters
  Score: Raw -277508.862414 + Penalty 2548.868229 = -274959.994185
  nChanged 924
		SP:Iteration 1F (152033.900000 sec): 3 clusters
  Score: Raw -278061.722053 + Penalty 2548.868229 = -275512.853823
  nChanged 191
		SP:Iteration 2F (152034.120000 sec): 3 clusters
  Score: Raw -278193.315580 + Penalty 2548.868229 = -275644.447351
  nChanged 134
		SP:Iteration 3F (152034.310000 sec): 3 clusters
  Score: Raw -278270.189683 + Penalty 2548.868229 = -275721.321453
  nChanged 106
		SP:Iteration 4Q (152034.500000 sec): 3 clusters
  Score: Raw -278334.274843 + Penalty 2548.868229 = -275785.406613
  nChanged 87
		SP:Iteration 5Q (152034.680000 sec): 3 clusters
  Score: Raw -278387.652678 + Penalty 2548.868229 = -275838.784449
  nChanged 74
		SP:Iteration 6Q (152034.900000 sec): 3 clusters
  Score: Raw -278427.992998 + Penalty 2548.868229 = -275879.124768
  nChanged 61
		SP:Iteration 7Q (152035.080000 sec): 3 clusters
  Score: Raw -278461.500193 + Penalty 2548.868229 = -275912.631964
  nChanged 52
		SP:Iteration 8Q (152035.260000 sec): 3 clusters
  Score: Raw -278486.297750 + Penalty 2548.868229 = -275937.429521
  nChanged 47
		SP:Iteration 9Q (152035.490000 sec): 3 clusters
  Score: Raw -278509.350923 + Penalty 2548.868229 = -275960.482694
  nChanged 35
		SP:Iteration 10Q (152035.690000 sec): 3 clusters
  Score: Raw -278526.832264 + Penalty 2548.868229 = -275977.964035
  nChanged 26
		SP:Iteration 11Q (152035.850000 sec): 3 clusters
  Score: Raw -278539.305699 + Penalty 2548.868229 = -275990.437469
  nChanged 20
		SP:Iteration 12Q (152036.020000 sec): 3 clusters
  Score: Raw -278548.000356 + Penalty 2548.868229 = -275999.132127
  nChanged 23
		SP:Iteration 13Q (152036.210000 sec): 3 clusters
  Score: Raw -278557.544089 + Penalty 2548.868229 = -276008.675860
  nChanged 24
		SP:Iteration 14Q (152036.400000 sec): 3 clusters
  Score: Raw -278569.859838 + Penalty 2548.868229 = -276020.991609
  nChanged 26
		SP:Iteration 15Q (152036.570000 sec): 3 clusters
  Score: Raw -278581.636048 + Penalty 2548.868229 = -276032.767819
  nChanged 30
		SP:Iteration 16Q (152036.740000 sec): 3 clusters
  Score: Raw -278595.101230 + Penalty 2548.868229 = -276046.233000
  nChanged 27
		SP:Iteration 17Q (152036.950000 sec): 3 clusters
  Score: Raw -278608.788773 + Penalty 2548.868229 = -276059.920543
  nChanged 27
		SP:Iteration 18Q (152037.100000 sec): 3 clusters
  Score: Raw -278620.712616 + Penalty 2548.868229 = -276071.844386
  nChanged 20
		SP:Iteration 19Q (152037.310000 sec): 3 clusters
  Score: Raw -278631.487987 + Penalty 2548.868229 = -276082.619757
  nChanged 18
		SP:Iteration 20F (152037.480000 sec): 3 clusters
  Score: Raw -278638.524438 + Penalty 2548.868229 = -276089.656209
  nChanged 10
		SP:Iteration 21Q (152037.680000 sec): 3 clusters
  Score: Raw -278644.569690 + Penalty 2548.868229 = -276095.701460
  nChanged 19
		SP:Iteration 22Q (152037.890000 sec): 3 clusters
  Score: Raw -278653.283256 + Penalty 2548.868229 = -276104.415027
  nChanged 19
		SP:Iteration 23Q (152038.110000 sec): 3 clusters
  Score: Raw -278662.887323 + Penalty 2548.868229 = -276114.019093
  nChanged 22
		SP:Iteration 24Q (152038.320000 sec): 3 clusters
  Score: Raw -278671.613532 + Penalty 2548.868229 = -276122.745303
  nChanged 20
		SP:Iteration 25Q (152038.550000 sec): 3 clusters
  Score: Raw -278679.751565 + Penalty 2548.868229 = -276130.883336
  nChanged 22
		SP:Iteration 26Q (152038.730000 sec): 3 clusters
  Score: Raw -278692.880836 + Penalty 2548.868229 = -276144.012607
  nChanged 23
		SP:Iteration 27Q (152038.920000 sec): 3 clusters
  Score: Raw -278703.064079 + Penalty 2548.868229 = -276154.195850
  nChanged 15
		SP:Iteration 28Q (152039.140000 sec): 3 clusters
  Score: Raw -278710.555059 + Penalty 2548.868229 = -276161.686829
  nChanged 17
		SP:Iteration 29Q (152039.360000 sec): 3 clusters
  Score: Raw -278720.357896 + Penalty 2548.868229 = -276171.489667
  nChanged 14
		SP:Iteration 30Q (152039.560000 sec): 3 clusters
  Score: Raw -278726.698066 + Penalty 2548.868229 = -276177.829837
  nChanged 10
		SP:Iteration 31Q (152039.810000 sec): 3 clusters
  Score: Raw -278730.100123 + Penalty 2548.868229 = -276181.231894
  nChanged 7
		SP:Iteration 32Q (152040.000000 sec): 3 clusters
  Score: Raw -278732.542352 + Penalty 2548.868229 = -276183.674123
  nChanged 6
		SP:Iteration 33Q (152040.210000 sec): 3 clusters
  Score: Raw -278734.822081 + Penalty 2548.868229 = -276185.953852
  nChanged 6
		SP:Iteration 34Q (152040.390000 sec): 3 clusters
  Score: Raw -278738.904942 + Penalty 2548.868229 = -276190.036713
  nChanged 7
		SP:Iteration 35Q (152040.590000 sec): 3 clusters
  Score: Raw -278743.030665 + Penalty 2548.868229 = -276194.162436
  nChanged 7
		SP:Iteration 36Q (152040.810000 sec): 3 clusters
  Score: Raw -278746.670667 + Penalty 2548.868229 = -276197.802438
  nChanged 7
		SP:Iteration 37Q (152041.020000 sec): 3 clusters
  Score: Raw -278750.215758 + Penalty 2548.868229 = -276201.347529
  nChanged 7
		SP:Iteration 38Q (152041.220000 sec): 3 clusters
  Score: Raw -278755.243873 + Penalty 2548.868229 = -276206.375644
  nChanged 12
		SP:Iteration 39Q (152041.400000 sec): 3 clusters
  Score: Raw -278760.529481 + Penalty 2548.868229 = -276211.661251
  nChanged 9
		SP:Iteration 40F (152041.620000 sec): 3 clusters
  Score: Raw -278765.254303 + Penalty 2548.868229 = -276216.386074
  nChanged 6
		SP:Iteration 41Q (152041.820000 sec): 3 clusters
  Score: Raw -278768.149037 + Penalty 2548.868229 = -276219.280807
  nChanged 5
		SP:Iteration 42Q (152042.020000 sec): 3 clusters
  Score: Raw -278769.909839 + Penalty 2548.868229 = -276221.041610
  nChanged 3
		SP:Iteration 43Q (152042.160000 sec): 3 clusters
  Score: Raw -278770.596416 + Penalty 2548.868229 = -276221.728187
  nChanged 2
		SP:Iteration 44Q (152042.350000 sec): 3 clusters
  Score: Raw -278770.887573 + Penalty 2548.868229 = -276222.019344
  nChanged 2
		SP:Iteration 45Q (152042.550000 sec): 3 clusters
  Score: Raw -278771.228951 + Penalty 2548.868229 = -276222.360722
  nChanged 0
		SP:Iteration 46F (152042.730000 sec): 3 clusters
  Score: Raw -278771.228951 + Penalty 2548.868229 = -276222.360722
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152042.820000 sec): 2 clusters
  Score: Raw -49908.650681 + Penalty 998.778504 = -48909.872177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152042.980000 sec): 3 clusters
  Score: Raw -49892.325957 + Penalty 1997.557009 = -47894.768948
  nChanged 93
		SP:Iteration 1F (152043.170000 sec): 3 clusters
  Score: Raw -50046.847949 + Penalty 1997.557009 = -48049.290941
  nChanged 27
		SP:Iteration 2F (152043.370000 sec): 3 clusters
  Score: Raw -50096.251916 + Penalty 1997.557009 = -48098.694907
  nChanged 15
		SP:Iteration 3Q (152043.580000 sec): 3 clusters
  Score: Raw -50123.135139 + Penalty 1997.557009 = -48125.578131
  nChanged 6
		SP:Iteration 4Q (152043.770000 sec): 3 clusters
  Score: Raw -50134.185459 + Penalty 1997.557009 = -48136.628450
  nChanged 4
		SP:Iteration 5Q (152043.960000 sec): 3 clusters
  Score: Raw -50139.246864 + Penalty 1997.557009 = -48141.689856
  nChanged 1
		SP:Iteration 6Q (152044.120000 sec): 3 clusters
  Score: Raw -50140.475862 + Penalty 1997.557009 = -48142.918853
  nChanged 2
		SP:Iteration 7Q (152044.330000 sec): 3 clusters
  Score: Raw -50142.158553 + Penalty 1997.557009 = -48144.601544
  nChanged 2
		SP:Iteration 8Q (152044.510000 sec): 3 clusters
  Score: Raw -50148.529508 + Penalty 1997.557009 = -48150.972499
  nChanged 1
		SP:Iteration 9Q (152044.720000 sec): 3 clusters
  Score: Raw -50149.361323 + Penalty 1997.557009 = -48151.804315
  nChanged 1
		SP:Iteration 10Q (152044.880000 sec): 3 clusters
  Score: Raw -50150.057537 + Penalty 1997.557009 = -48152.500528
  nChanged 0
		SP:Iteration 11F (152045.090000 sec): 3 clusters
  Score: Raw -50150.057537 + Penalty 1997.557009 = -48152.500528
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (8115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152045.190000 sec): 2 clusters
  Score: Raw -915577.346015 + Penalty 1462.738790 = -914114.607224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152045.460000 sec): 3 clusters
  Score: Raw -911067.027141 + Penalty 2925.477581 = -908141.549560
  nChanged 3367
		SP:Iteration 1F (152045.690000 sec): 3 clusters
  Score: Raw -912779.967662 + Penalty 2925.477581 = -909854.490081
  nChanged 467
		SP:Iteration 2F (152045.890000 sec): 3 clusters
  Score: Raw -912977.131950 + Penalty 2925.477581 = -910051.654369
  nChanged 401
		SP:Iteration 3Q (152046.110000 sec): 3 clusters
  Score: Raw -913133.061785 + Penalty 2925.477581 = -910207.584204
  nChanged 333
		SP:Iteration 4Q (152046.310000 sec): 3 clusters
  Score: Raw -913241.401541 + Penalty 2925.477581 = -910315.923960
  nChanged 253
		SP:Iteration 5Q (152046.530000 sec): 3 clusters
  Score: Raw -913310.947610 + Penalty 2925.477581 = -910385.470029
  nChanged 190
		SP:Iteration 6Q (152046.740000 sec): 3 clusters
  Score: Raw -913364.210199 + Penalty 2925.477581 = -910438.732618
  nChanged 182
		SP:Iteration 7Q (152046.950000 sec): 3 clusters
  Score: Raw -913414.320389 + Penalty 2925.477581 = -910488.842808
  nChanged 169
		SP:Iteration 8Q (152047.120000 sec): 3 clusters
  Score: Raw -913466.357747 + Penalty 2925.477581 = -910540.880166
  nChanged 164
		SP:Iteration 9Q (152047.330000 sec): 3 clusters
  Score: Raw -913519.318465 + Penalty 2925.477581 = -910593.840884
  nChanged 169
		SP:Iteration 10Q (152047.530000 sec): 3 clusters
  Score: Raw -913575.674871 + Penalty 2925.477581 = -910650.197290
  nChanged 179
		SP:Iteration 11Q (152047.710000 sec): 3 clusters
  Score: Raw -913634.874649 + Penalty 2925.477581 = -910709.397068
  nChanged 186
		SP:Iteration 12Q (152047.940000 sec): 3 clusters
  Score: Raw -913710.300122 + Penalty 2925.477581 = -910784.822541
  nChanged 223
		SP:Iteration 13Q (152048.140000 sec): 3 clusters
  Score: Raw -913805.066339 + Penalty 2925.477581 = -910879.588758
  nChanged 236
		SP:Iteration 14Q (152048.370000 sec): 3 clusters
  Score: Raw -913922.349521 + Penalty 2925.477581 = -910996.871940
  nChanged 290
		SP:Iteration 15Q (152048.610000 sec): 3 clusters
  Score: Raw -914079.165573 + Penalty 2925.477581 = -911153.687992
  nChanged 296
		SP:Iteration 16Q (152048.790000 sec): 3 clusters
  Score: Raw -914258.217717 + Penalty 2925.477581 = -911332.740136
  nChanged 313
		SP:Iteration 17Q (152048.990000 sec): 3 clusters
  Score: Raw -914480.574914 + Penalty 2925.477581 = -911555.097333
  nChanged 332
		SP:Iteration 18Q (152049.210000 sec): 3 clusters
  Score: Raw -914732.014691 + Penalty 2925.477581 = -911806.537110
  nChanged 311
		SP:Iteration 19Q (152049.440000 sec): 3 clusters
  Score: Raw -914990.493208 + Penalty 2925.477581 = -912065.015627
  nChanged 250
		SP:Iteration 20F (152049.670000 sec): 3 clusters
  Score: Raw -915208.138916 + Penalty 2925.477581 = -912282.661335
  nChanged 189
		SP:Iteration 21Q (152049.860000 sec): 3 clusters
  Score: Raw -915379.003952 + Penalty 2925.477581 = -912453.526371
  nChanged 140
		SP:Iteration 22Q (152050.030000 sec): 3 clusters
  Score: Raw -915506.885118 + Penalty 2925.477581 = -912581.407537
  nChanged 75
		SP:Iteration 23Q (152050.250000 sec): 3 clusters
  Score: Raw -915571.867857 + Penalty 2925.477581 = -912646.390276
  nChanged 49
		SP:Iteration 24Q (152050.450000 sec): 3 clusters
  Score: Raw -915626.537146 + Penalty 2925.477581 = -912701.059565
  nChanged 44
		SP:Iteration 25Q (152050.660000 sec): 3 clusters
  Score: Raw -915677.950805 + Penalty 2925.477581 = -912752.473224
  nChanged 26
		SP:Iteration 26Q (152050.840000 sec): 3 clusters
  Score: Raw -915708.132941 + Penalty 2925.477581 = -912782.655360
  nChanged 17
		SP:Iteration 27Q (152051.040000 sec): 3 clusters
  Score: Raw -915723.567644 + Penalty 2925.477581 = -912798.090063
  nChanged 6
		SP:Iteration 28Q (152051.230000 sec): 3 clusters
  Score: Raw -915731.927512 + Penalty 2925.477581 = -912806.449931
  nChanged 6
		SP:Iteration 29Q (152051.470000 sec): 3 clusters
  Score: Raw -915739.567350 + Penalty 2925.477581 = -912814.089769
  nChanged 7
		SP:Iteration 30Q (152051.670000 sec): 3 clusters
  Score: Raw -915748.048733 + Penalty 2925.477581 = -912822.571152
  nChanged 3
		SP:Iteration 31Q (152051.860000 sec): 3 clusters
  Score: Raw -915751.565711 + Penalty 2925.477581 = -912826.088130
  nChanged 1
		SP:Iteration 32Q (152052.060000 sec): 3 clusters
  Score: Raw -915752.868630 + Penalty 2925.477581 = -912827.391049
  nChanged 2
		SP:Iteration 33Q (152052.320000 sec): 3 clusters
  Score: Raw -915754.700133 + Penalty 2925.477581 = -912829.222552
  nChanged 1
		SP:Iteration 34Q (152052.570000 sec): 3 clusters
  Score: Raw -915755.693049 + Penalty 2925.477581 = -912830.215468
  nChanged 0
		SP:Iteration 35F (152052.810000 sec): 3 clusters
  Score: Raw -915755.693049 + Penalty 2925.477581 = -912830.215468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (164070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (152053.500000 sec): 2 clusters
  Score: Raw -17105737.252461 + Penalty 1951.307872 = -17103785.944589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (152054.530000 sec): 3 clusters
  Score: Raw -16997537.217849 + Penalty 3902.615745 = -16993634.602104
  nChanged 79195
		SP:Iteration 1F (152055.450000 sec): 3 clusters
  Score: Raw -17045258.647320 + Penalty 3902.615745 = -17041356.031575
  nChanged 6829
		SP:Iteration 2Q (152056.430000 sec): 3 clusters
  Score: Raw -17047754.880292 + Penalty 3902.615745 = -17043852.264547
  nChanged 8715
		SP:Iteration 3F (152057.310000 sec): 3 clusters
  Score: Raw -17051929.573329 + Penalty 3902.615745 = -17048026.957585
  nChanged 11202
		SP:Iteration 4F (152058.290000 sec): 3 clusters
  Score: Raw -17059033.540903 + Penalty 3902.615745 = -17055130.925159
  nChanged 13944
		SP:Iteration 5F (152059.150000 sec): 3 clusters
  Score: Raw -17070385.254171 + Penalty 3902.615745 = -17066482.638426
  nChanged 14925
		SP:Iteration 6F (152060.030000 sec): 3 clusters
  Score: Raw -17084702.579627 + Penalty 3902.615745 = -17080799.963882
  nChanged 11921
		SP:Iteration 7F (152060.950000 sec): 3 clusters
  Score: Raw -17096781.945687 + Penalty 3902.615745 = -17092879.329942
  nChanged 6373
		SP:Iteration 8Q (152061.950000 sec): 3 clusters
  Score: Raw -17103011.055514 + Penalty 3902.615745 = -17099108.439769
  nChanged 2322
		SP:Iteration 9Q (152062.850000 sec): 3 clusters
  Score: Raw -17105219.482068 + Penalty 3902.615745 = -17101316.866323
  nChanged 668
		SP:Iteration 10Q (152063.540000 sec): 3 clusters
  Score: Raw -17105878.573198 + Penalty 3902.615745 = -17101975.957454
  nChanged 257
		SP:Iteration 11Q (152064.410000 sec): 3 clusters
  Score: Raw -17106118.552551 + Penalty 3902.615745 = -17102215.936806
  nChanged 142
		SP:Iteration 12Q (152065.420000 sec): 3 clusters
  Score: Raw -17106228.783210 + Penalty 3902.615745 = -17102326.167466
  nChanged 80
		SP:Iteration 13Q (152066.390000 sec): 3 clusters
  Score: Raw -17106279.397970 + Penalty 3902.615745 = -17102376.782225
  nChanged 65
		SP:Iteration 14Q (152067.190000 sec): 3 clusters
  Score: Raw -17106309.186111 + Penalty 3902.615745 = -17102406.570367
  nChanged 39
		SP:Iteration 15Q (152067.930000 sec): 3 clusters
  Score: Raw -17106327.940090 + Penalty 3902.615745 = -17102425.324345
  nChanged 32
		SP:Iteration 16Q (152068.720000 sec): 3 clusters
  Score: Raw -17106340.569478 + Penalty 3902.615745 = -17102437.953733
  nChanged 13
		SP:Iteration 17Q (152069.530000 sec): 3 clusters
  Score: Raw -17106345.115490 + Penalty 3902.615745 = -17102442.499746
  nChanged 11
		SP:Iteration 18Q (152070.360000 sec): 3 clusters
  Score: Raw -17106348.532521 + Penalty 3902.615745 = -17102445.916776
  nChanged 8
		SP:Iteration 19Q (152071.250000 sec): 3 clusters
  Score: Raw -17106351.989192 + Penalty 3902.615745 = -17102449.373447
  nChanged 4
		SP:Iteration 20F (152072.120000 sec): 3 clusters
  Score: Raw -17106352.945275 + Penalty 3902.615745 = -17102450.329530
  nChanged 2
		SP:Iteration 21Q (152073.010000 sec): 3 clusters
  Score: Raw -17106353.986598 + Penalty 3902.615745 = -17102451.370854
  nChanged 1
		SP:Iteration 22Q (152073.830000 sec): 3 clusters
  Score: Raw -17106355.043084 + Penalty 3902.615745 = -17102452.427340
  nChanged 2
		SP:Iteration 23Q (152074.650000 sec): 3 clusters
  Score: Raw -17106355.897511 + Penalty 3902.615745 = -17102453.281767
  nChanged 2
		SP:Iteration 24Q (152075.420000 sec): 3 clusters
  Score: Raw -17106356.521135 + Penalty 3902.615745 = -17102453.905391
  nChanged 1
		SP:Iteration 25Q (152076.190000 sec): 3 clusters
  Score: Raw -17106356.822544 + Penalty 3902.615745 = -17102454.206800
  nChanged 2
		SP:Iteration 26Q (152077.050000 sec): 3 clusters
  Score: Raw -17106357.557716 + Penalty 3902.615745 = -17102454.941971
  nChanged 2
		SP:Iteration 27Q (152077.890000 sec): 3 clusters
  Score: Raw -17106358.011611 + Penalty 3902.615745 = -17102455.395867
  nChanged 1
		SP:Iteration 28Q (152078.630000 sec): 3 clusters
  Score: Raw -17106358.371210 + Penalty 3902.615745 = -17102455.755466
  nChanged 0
		SP:Iteration 29F (152079.470000 sec): 3 clusters
  Score: Raw -17106358.371210 + Penalty 3902.615745 = -17102455.755466
  nChanged 0
Iteration 699Q (152177.720000 sec): 75 clusters
  Score: Raw -138118873.892313 + Penalty 169872.908604 = -137949000.983709
  nChanged 43
Iteration 700F (152361.230000 sec): 75 clusters
  Score: Raw -138118874.821029 + Penalty 169872.908604 = -137949001.912425
  nChanged 56
Iteration 701Q (152443.950000 sec): 75 clusters
  Score: Raw -138118875.885173 + Penalty 169872.908604 = -137949002.976569
  nChanged 48
Iteration 702Q (152534.400000 sec): 75 clusters
  Score: Raw -138118876.959891 + Penalty 169872.908604 = -137949004.051287
  nChanged 50
Iteration 703Q (152620.320000 sec): 75 clusters
  Score: Raw -138118878.800934 + Penalty 169872.908604 = -137949005.892330
  nChanged 50
Iteration 704Q (152706.350000 sec): 75 clusters
  Score: Raw -138118880.660562 + Penalty 169872.908604 = -137949007.751958
  nChanged 55
Iteration 705Q (152794.610000 sec): 75 clusters
  Score: Raw -138118882.450772 + Penalty 169872.908604 = -137949009.542168
  nChanged 42
Iteration 706Q (152880.720000 sec): 75 clusters
  Score: Raw -138118883.996368 + Penalty 169872.908604 = -137949011.087764
  nChanged 47
Iteration 707Q (152973.450000 sec): 75 clusters
  Score: Raw -138118885.272835 + Penalty 169872.908604 = -137949012.364231
  nChanged 39
Iteration 708Q (153063.580000 sec): 75 clusters
  Score: Raw -138118886.460203 + Penalty 169872.908604 = -137949013.551599
  nChanged 39
Iteration 709Q (153150.500000 sec): 75 clusters
  Score: Raw -138118887.386433 + Penalty 169872.908604 = -137949014.477828
  nChanged 39
Iteration 710Q (153243.450000 sec): 75 clusters
  Score: Raw -138118888.581781 + Penalty 169872.908604 = -137949015.673177
  nChanged 31
Iteration 711Q (153338.400000 sec): 75 clusters
  Score: Raw -138118889.712096 + Penalty 169872.908604 = -137949016.803492
  nChanged 32
Iteration 712Q (153434.080000 sec): 75 clusters
  Score: Raw -138118890.940224 + Penalty 169872.908604 = -137949018.031620
  nChanged 40
Iteration 713Q (153529.780000 sec): 75 clusters
  Score: Raw -138118892.266819 + Penalty 169872.908604 = -137949019.358215
  nChanged 41
Iteration 714Q (153632.240000 sec): 75 clusters
  Score: Raw -138118895.144514 + Penalty 169872.908604 = -137949022.235910
  nChanged 52
Iteration 715Q (153734.780000 sec): 75 clusters
  Score: Raw -138118898.023533 + Penalty 169872.908604 = -137949025.114929
  nChanged 49
Iteration 716Q (153836.180000 sec): 75 clusters
  Score: Raw -138118899.602353 + Penalty 169872.908604 = -137949026.693749
  nChanged 43
Iteration 717Q (153951.390000 sec): 75 clusters
  Score: Raw -138118900.982089 + Penalty 169872.908604 = -137949028.073484
  nChanged 40
Iteration 718Q (154081.210000 sec): 75 clusters
  Score: Raw -138118902.541341 + Penalty 169872.908604 = -137949029.632736
  nChanged 45
Iteration 719Q (154217.680000 sec): 75 clusters
  Score: Raw -138118903.949070 + Penalty 169872.908604 = -137949031.040466
  nChanged 41
Iteration 720F (154445.350000 sec): 75 clusters
  Score: Raw -138118905.005641 + Penalty 169872.908604 = -137949032.097036
  nChanged 40
Iteration 721Q (154556.330000 sec): 75 clusters
  Score: Raw -138118906.239149 + Penalty 169872.908604 = -137949033.330544
  nChanged 47
Iteration 722Q (154677.630000 sec): 75 clusters
  Score: Raw -138118907.839030 + Penalty 169872.908604 = -137949034.930426
  nChanged 44
Iteration 723Q (154781.490000 sec): 75 clusters
  Score: Raw -138118909.362402 + Penalty 169872.908604 = -137949036.453797
  nChanged 49
Iteration 724Q (154893.880000 sec): 75 clusters
  Score: Raw -138118910.699902 + Penalty 169872.908604 = -137949037.791298
  nChanged 41
Iteration 725Q (154998.850000 sec): 75 clusters
  Score: Raw -138118912.084004 + Penalty 169872.908604 = -137949039.175400
  nChanged 44
Iteration 726Q (155106.100000 sec): 75 clusters
  Score: Raw -138118913.445369 + Penalty 169872.908604 = -137949040.536764
  nChanged 36
Iteration 727Q (155224.880000 sec): 75 clusters
  Score: Raw -138118914.466877 + Penalty 169872.908604 = -137949041.558272
  nChanged 33
Iteration 728Q (155340.410000 sec): 75 clusters
  Score: Raw -138118915.255311 + Penalty 169872.908604 = -137949042.346707
  nChanged 40
Iteration 729Q (155461.150000 sec): 75 clusters
  Score: Raw -138118915.945507 + Penalty 169872.908604 = -137949043.036902
  nChanged 36
Iteration 730Q (155576.040000 sec): 75 clusters
  Score: Raw -138118916.530225 + Penalty 169872.908604 = -137949043.621621
  nChanged 24
Iteration 731Q (155691.630000 sec): 75 clusters
  Score: Raw -138118917.034017 + Penalty 169872.908604 = -137949044.125413
  nChanged 16
Iteration 732Q (155818.180000 sec): 75 clusters
  Score: Raw -138118917.873367 + Penalty 169872.908604 = -137949044.964762
  nChanged 19
Iteration 733Q (155928.630000 sec): 75 clusters
  Score: Raw -138118918.444551 + Penalty 169872.908604 = -137949045.535946
  nChanged 13
Iteration 734Q (156047.990000 sec): 75 clusters
  Score: Raw -138118918.629094 + Penalty 169872.908604 = -137949045.720490
  nChanged 14
Iteration 735Q (156168.510000 sec): 75 clusters
  Score: Raw -138118918.836718 + Penalty 169872.908604 = -137949045.928114
  nChanged 12
Iteration 736Q (156278.350000 sec): 75 clusters
  Score: Raw -138118919.054871 + Penalty 169872.908604 = -137949046.146266
  nChanged 8
Iteration 737Q (156376.090000 sec): 75 clusters
  Score: Raw -138118919.218481 + Penalty 169872.908604 = -137949046.309877
  nChanged 3
Iteration 738Q (156483.470000 sec): 75 clusters
  Score: Raw -138118919.245646 + Penalty 169872.908604 = -137949046.337042
  nChanged 3
Writing temp clu file 
Because OldScore, -137949046.309877, is greater than current (better) Score,-137949046.337042 
 Compute initial score before splitting:   Score: Raw -138118919.245646 + Penalty 169872.908604 = -137949046.337042
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156483.920000 sec): 2 clusters
  Score: Raw -112107.860096 + Penalty 1146.067171 = -110961.792925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156484.100000 sec): 3 clusters
  Score: Raw -111723.803318 + Penalty 2292.134341 = -109431.668977
  nChanged 351
		SP:Iteration 1F (156484.260000 sec): 3 clusters
  Score: Raw -112059.136148 + Penalty 2292.134341 = -109767.001807
  nChanged 98
		SP:Iteration 2F (156484.420000 sec): 3 clusters
  Score: Raw -112158.779792 + Penalty 2292.134341 = -109866.645451
  nChanged 47
		SP:Iteration 3Q (156484.590000 sec): 3 clusters
  Score: Raw -112208.928130 + Penalty 2292.134341 = -109916.793789
  nChanged 43
		SP:Iteration 4Q (156484.770000 sec): 3 clusters
  Score: Raw -112245.553395 + Penalty 2292.134341 = -109953.419054
  nChanged 29
		SP:Iteration 5Q (156484.880000 sec): 3 clusters
  Score: Raw -112273.277236 + Penalty 2292.134341 = -109981.142895
  nChanged 17
		SP:Iteration 6Q (156485.040000 sec): 3 clusters
  Score: Raw -112293.904310 + Penalty 2292.134341 = -110001.769969
  nChanged 21
		SP:Iteration 7Q (156485.210000 sec): 3 clusters
  Score: Raw -112323.652096 + Penalty 2292.134341 = -110031.517755
  nChanged 21
		SP:Iteration 8Q (156485.340000 sec): 3 clusters
  Score: Raw -112344.304664 + Penalty 2292.134341 = -110052.170323
  nChanged 11
		SP:Iteration 9Q (156485.570000 sec): 3 clusters
  Score: Raw -112351.841122 + Penalty 2292.134341 = -110059.706781
  nChanged 11
		SP:Iteration 10Q (156485.730000 sec): 3 clusters
  Score: Raw -112361.949725 + Penalty 2292.134341 = -110069.815384
  nChanged 8
		SP:Iteration 11Q (156485.880000 sec): 3 clusters
  Score: Raw -112374.254098 + Penalty 2292.134341 = -110082.119757
  nChanged 3
		SP:Iteration 12Q (156485.990000 sec): 3 clusters
  Score: Raw -112376.556765 + Penalty 2292.134341 = -110084.422424
  nChanged 2
		SP:Iteration 13Q (156486.150000 sec): 3 clusters
  Score: Raw -112378.395481 + Penalty 2292.134341 = -110086.261140
  nChanged 3
		SP:Iteration 14Q (156486.300000 sec): 3 clusters
  Score: Raw -112381.914393 + Penalty 2292.134341 = -110089.780052
  nChanged 3
		SP:Iteration 15Q (156486.460000 sec): 3 clusters
  Score: Raw -112384.448363 + Penalty 2292.134341 = -110092.314022
  nChanged 3
		SP:Iteration 16Q (156486.610000 sec): 3 clusters
  Score: Raw -112386.764372 + Penalty 2292.134341 = -110094.630031
  nChanged 0
		SP:Iteration 17F (156486.750000 sec): 3 clusters
  Score: Raw -112386.764372 + Penalty 2292.134341 = -110094.630031
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156486.850000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156486.960000 sec): 3 clusters
  Score: Raw -196043.585361 + Penalty 2470.293299 = -193573.292062
  nChanged 637
		SP:Iteration 1F (156487.150000 sec): 3 clusters
  Score: Raw -196427.055911 + Penalty 2470.293299 = -193956.762611
  nChanged 146
		SP:Iteration 2F (156487.310000 sec): 3 clusters
  Score: Raw -196528.019158 + Penalty 2470.293299 = -194057.725859
  nChanged 97
		SP:Iteration 3Q (156487.490000 sec): 3 clusters
  Score: Raw -196595.018515 + Penalty 2470.293299 = -194124.725216
  nChanged 59
		SP:Iteration 4Q (156487.670000 sec): 3 clusters
  Score: Raw -196635.479842 + Penalty 2470.293299 = -194165.186542
  nChanged 49
		SP:Iteration 5Q (156487.890000 sec): 3 clusters
  Score: Raw -196675.043718 + Penalty 2470.293299 = -194204.750419
  nChanged 53
		SP:Iteration 6Q (156488.080000 sec): 3 clusters
  Score: Raw -196714.492802 + Penalty 2470.293299 = -194244.199502
  nChanged 51
		SP:Iteration 7Q (156488.290000 sec): 3 clusters
  Score: Raw -196759.461786 + Penalty 2470.293299 = -194289.168487
  nChanged 54
		SP:Iteration 8Q (156488.490000 sec): 3 clusters
  Score: Raw -196801.079406 + Penalty 2470.293299 = -194330.786107
  nChanged 55
		SP:Iteration 9Q (156488.670000 sec): 3 clusters
  Score: Raw -196844.156751 + Penalty 2470.293299 = -194373.863452
  nChanged 55
		SP:Iteration 10Q (156488.840000 sec): 3 clusters
  Score: Raw -196879.826547 + Penalty 2470.293299 = -194409.533248
  nChanged 56
		SP:Iteration 11Q (156489.020000 sec): 3 clusters
  Score: Raw -196925.107493 + Penalty 2470.293299 = -194454.814193
  nChanged 56
		SP:Iteration 12Q (156489.180000 sec): 3 clusters
  Score: Raw -196965.106650 + Penalty 2470.293299 = -194494.813351
  nChanged 50
		SP:Iteration 13Q (156489.330000 sec): 3 clusters
  Score: Raw -197005.504442 + Penalty 2470.293299 = -194535.211143
  nChanged 48
		SP:Iteration 14Q (156489.510000 sec): 3 clusters
  Score: Raw -197039.479049 + Penalty 2470.293299 = -194569.185749
  nChanged 46
		SP:Iteration 15Q (156489.740000 sec): 3 clusters
  Score: Raw -197073.063555 + Penalty 2470.293299 = -194602.770256
  nChanged 42
		SP:Iteration 16Q (156489.930000 sec): 3 clusters
  Score: Raw -197097.050216 + Penalty 2470.293299 = -194626.756917
  nChanged 33
		SP:Iteration 17Q (156490.130000 sec): 3 clusters
  Score: Raw -197114.642347 + Penalty 2470.293299 = -194644.349047
  nChanged 23
		SP:Iteration 18Q (156490.300000 sec): 3 clusters
  Score: Raw -197131.468774 + Penalty 2470.293299 = -194661.175475
  nChanged 27
		SP:Iteration 19Q (156490.490000 sec): 3 clusters
  Score: Raw -197151.426508 + Penalty 2470.293299 = -194681.133209
  nChanged 30
		SP:Iteration 20F (156490.610000 sec): 3 clusters
  Score: Raw -197169.172649 + Penalty 2470.293299 = -194698.879350
  nChanged 32
		SP:Iteration 21Q (156490.840000 sec): 3 clusters
  Score: Raw -197188.776055 + Penalty 2470.293299 = -194718.482756
  nChanged 28
		SP:Iteration 22Q (156491.030000 sec): 3 clusters
  Score: Raw -197210.676923 + Penalty 2470.293299 = -194740.383624
  nChanged 30
		SP:Iteration 23Q (156491.200000 sec): 3 clusters
  Score: Raw -197237.330150 + Penalty 2470.293299 = -194767.036850
  nChanged 33
		SP:Iteration 24Q (156491.370000 sec): 3 clusters
  Score: Raw -197265.003455 + Penalty 2470.293299 = -194794.710155
  nChanged 29
		SP:Iteration 25Q (156491.570000 sec): 3 clusters
  Score: Raw -197286.999013 + Penalty 2470.293299 = -194816.705713
  nChanged 30
		SP:Iteration 26Q (156491.740000 sec): 3 clusters
  Score: Raw -197305.554766 + Penalty 2470.293299 = -194835.261467
  nChanged 14
		SP:Iteration 27Q (156491.910000 sec): 3 clusters
  Score: Raw -197317.284568 + Penalty 2470.293299 = -194846.991268
  nChanged 16
		SP:Iteration 28Q (156492.070000 sec): 3 clusters
  Score: Raw -197326.232669 + Penalty 2470.293299 = -194855.939370
  nChanged 15
		SP:Iteration 29Q (156492.260000 sec): 3 clusters
  Score: Raw -197334.231253 + Penalty 2470.293299 = -194863.937954
  nChanged 11
		SP:Iteration 30Q (156492.440000 sec): 3 clusters
  Score: Raw -197339.682848 + Penalty 2470.293299 = -194869.389549
  nChanged 7
		SP:Iteration 31Q (156492.620000 sec): 3 clusters
  Score: Raw -197343.979554 + Penalty 2470.293299 = -194873.686255
  nChanged 8
		SP:Iteration 32Q (156492.810000 sec): 3 clusters
  Score: Raw -197349.453848 + Penalty 2470.293299 = -194879.160549
  nChanged 10
		SP:Iteration 33Q (156492.990000 sec): 3 clusters
  Score: Raw -197358.897111 + Penalty 2470.293299 = -194888.603812
  nChanged 12
		SP:Iteration 34Q (156493.200000 sec): 3 clusters
  Score: Raw -197367.341705 + Penalty 2470.293299 = -194897.048406
  nChanged 8
		SP:Iteration 35Q (156493.390000 sec): 3 clusters
  Score: Raw -197371.779532 + Penalty 2470.293299 = -194901.486233
  nChanged 11
		SP:Iteration 36Q (156493.550000 sec): 3 clusters
  Score: Raw -197376.843893 + Penalty 2470.293299 = -194906.550593
  nChanged 9
		SP:Iteration 37Q (156493.740000 sec): 3 clusters
  Score: Raw -197381.184714 + Penalty 2470.293299 = -194910.891415
  nChanged 4
		SP:Iteration 38Q (156493.920000 sec): 3 clusters
  Score: Raw -197382.864160 + Penalty 2470.293299 = -194912.570861
  nChanged 2
		SP:Iteration 39Q (156494.160000 sec): 3 clusters
  Score: Raw -197383.783542 + Penalty 2470.293299 = -194913.490242
  nChanged 3
		SP:Iteration 40F (156494.310000 sec): 3 clusters
  Score: Raw -197384.989509 + Penalty 2470.293299 = -194914.696209
  nChanged 2
		SP:Iteration 41Q (156494.540000 sec): 3 clusters
  Score: Raw -197385.922026 + Penalty 2470.293299 = -194915.628727
  nChanged 0
		SP:Iteration 42F (156494.680000 sec): 3 clusters
  Score: Raw -197385.922026 + Penalty 2470.293299 = -194915.628727
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156494.790000 sec): 2 clusters
  Score: Raw -386309.620106 + Penalty 1350.242486 = -384959.377621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156495.000000 sec): 3 clusters
  Score: Raw -384300.006487 + Penalty 2700.484971 = -381599.521515
  nChanged 1611
		SP:Iteration 1F (156495.170000 sec): 3 clusters
  Score: Raw -385357.656107 + Penalty 2700.484971 = -382657.171136
  nChanged 425
		SP:Iteration 2F (156495.330000 sec): 3 clusters
  Score: Raw -385772.267478 + Penalty 2700.484971 = -383071.782507
  nChanged 343
		SP:Iteration 3F (156495.510000 sec): 3 clusters
  Score: Raw -386089.258918 + Penalty 2700.484971 = -383388.773946
  nChanged 294
		SP:Iteration 4F (156495.710000 sec): 3 clusters
  Score: Raw -386378.764748 + Penalty 2700.484971 = -383678.279776
  nChanged 254
		SP:Iteration 5F (156495.890000 sec): 3 clusters
  Score: Raw -386573.558659 + Penalty 2700.484971 = -383873.073687
  nChanged 173
		SP:Iteration 6Q (156496.070000 sec): 3 clusters
  Score: Raw -386687.764767 + Penalty 2700.484971 = -383987.279796
  nChanged 115
		SP:Iteration 7Q (156496.320000 sec): 3 clusters
  Score: Raw -386754.687162 + Penalty 2700.484971 = -384054.202191
  nChanged 81
		SP:Iteration 8Q (156496.510000 sec): 3 clusters
  Score: Raw -386796.005246 + Penalty 2700.484971 = -384095.520275
  nChanged 70
		SP:Iteration 9Q (156496.710000 sec): 3 clusters
  Score: Raw -386825.902516 + Penalty 2700.484971 = -384125.417544
  nChanged 60
		SP:Iteration 10Q (156496.860000 sec): 3 clusters
  Score: Raw -386852.801025 + Penalty 2700.484971 = -384152.316053
  nChanged 49
		SP:Iteration 11Q (156497.080000 sec): 3 clusters
  Score: Raw -386875.411369 + Penalty 2700.484971 = -384174.926397
  nChanged 33
		SP:Iteration 12Q (156497.250000 sec): 3 clusters
  Score: Raw -386890.612488 + Penalty 2700.484971 = -384190.127516
  nChanged 24
		SP:Iteration 13Q (156497.470000 sec): 3 clusters
  Score: Raw -386899.584262 + Penalty 2700.484971 = -384199.099290
  nChanged 23
		SP:Iteration 14Q (156497.660000 sec): 3 clusters
  Score: Raw -386906.477311 + Penalty 2700.484971 = -384205.992339
  nChanged 20
		SP:Iteration 15Q (156497.870000 sec): 3 clusters
  Score: Raw -386913.195687 + Penalty 2700.484971 = -384212.710716
  nChanged 18
		SP:Iteration 16Q (156498.070000 sec): 3 clusters
  Score: Raw -386919.145186 + Penalty 2700.484971 = -384218.660214
  nChanged 15
		SP:Iteration 17Q (156498.290000 sec): 3 clusters
  Score: Raw -386923.670764 + Penalty 2700.484971 = -384223.185793
  nChanged 12
		SP:Iteration 18Q (156498.490000 sec): 3 clusters
  Score: Raw -386928.324909 + Penalty 2700.484971 = -384227.839938
  nChanged 17
		SP:Iteration 19Q (156498.740000 sec): 3 clusters
  Score: Raw -386934.054872 + Penalty 2700.484971 = -384233.569901
  nChanged 13
		SP:Iteration 20F (156498.920000 sec): 3 clusters
  Score: Raw -386938.203909 + Penalty 2700.484971 = -384237.718937
  nChanged 12
		SP:Iteration 21Q (156499.120000 sec): 3 clusters
  Score: Raw -386942.288838 + Penalty 2700.484971 = -384241.803866
  nChanged 11
		SP:Iteration 22Q (156499.330000 sec): 3 clusters
  Score: Raw -386946.747380 + Penalty 2700.484971 = -384246.262409
  nChanged 6
		SP:Iteration 23Q (156499.530000 sec): 3 clusters
  Score: Raw -386949.223768 + Penalty 2700.484971 = -384248.738796
  nChanged 2
		SP:Iteration 24Q (156499.710000 sec): 3 clusters
  Score: Raw -386949.987867 + Penalty 2700.484971 = -384249.502895
  nChanged 3
		SP:Iteration 25Q (156499.900000 sec): 3 clusters
  Score: Raw -386952.830906 + Penalty 2700.484971 = -384252.345935
  nChanged 13
		SP:Iteration 26Q (156500.110000 sec): 3 clusters
  Score: Raw -386957.553233 + Penalty 2700.484971 = -384257.068261
  nChanged 16
		SP:Iteration 27Q (156500.330000 sec): 3 clusters
  Score: Raw -386964.568991 + Penalty 2700.484971 = -384264.084019
  nChanged 13
		SP:Iteration 28Q (156500.560000 sec): 3 clusters
  Score: Raw -386969.776408 + Penalty 2700.484971 = -384269.291437
  nChanged 16
		SP:Iteration 29Q (156500.750000 sec): 3 clusters
  Score: Raw -386976.328451 + Penalty 2700.484971 = -384275.843479
  nChanged 15
		SP:Iteration 30Q (156500.940000 sec): 3 clusters
  Score: Raw -386983.752800 + Penalty 2700.484971 = -384283.267829
  nChanged 17
		SP:Iteration 31Q (156501.170000 sec): 3 clusters
  Score: Raw -386992.614863 + Penalty 2700.484971 = -384292.129892
  nChanged 17
		SP:Iteration 32Q (156501.380000 sec): 3 clusters
  Score: Raw -386998.805540 + Penalty 2700.484971 = -384298.320569
  nChanged 15
		SP:Iteration 33Q (156501.570000 sec): 3 clusters
  Score: Raw -387006.521984 + Penalty 2700.484971 = -384306.037013
  nChanged 17
		SP:Iteration 34Q (156501.740000 sec): 3 clusters
  Score: Raw -387013.046581 + Penalty 2700.484971 = -384312.561609
  nChanged 17
		SP:Iteration 35Q (156501.890000 sec): 3 clusters
  Score: Raw -387020.659848 + Penalty 2700.484971 = -384320.174876
  nChanged 11
		SP:Iteration 36Q (156502.080000 sec): 3 clusters
  Score: Raw -387023.971598 + Penalty 2700.484971 = -384323.486627
  nChanged 11
		SP:Iteration 37Q (156502.270000 sec): 3 clusters
  Score: Raw -387028.011015 + Penalty 2700.484971 = -384327.526043
  nChanged 13
		SP:Iteration 38Q (156502.470000 sec): 3 clusters
  Score: Raw -387032.350043 + Penalty 2700.484971 = -384331.865071
  nChanged 6
		SP:Iteration 39Q (156502.650000 sec): 3 clusters
  Score: Raw -387033.475746 + Penalty 2700.484971 = -384332.990774
  nChanged 4
		SP:Iteration 40F (156502.830000 sec): 3 clusters
  Score: Raw -387034.569172 + Penalty 2700.484971 = -384334.084201
  nChanged 4
		SP:Iteration 41Q (156503.030000 sec): 3 clusters
  Score: Raw -387035.328648 + Penalty 2700.484971 = -384334.843676
  nChanged 2
		SP:Iteration 42Q (156503.210000 sec): 3 clusters
  Score: Raw -387035.705059 + Penalty 2700.484971 = -384335.220088
  nChanged 1
		SP:Iteration 43Q (156503.400000 sec): 3 clusters
  Score: Raw -387035.960510 + Penalty 2700.484971 = -384335.475538
  nChanged 1
		SP:Iteration 44Q (156503.560000 sec): 3 clusters
  Score: Raw -387036.435111 + Penalty 2700.484971 = -384335.950139
  nChanged 4
		SP:Iteration 45Q (156503.740000 sec): 3 clusters
  Score: Raw -387037.487769 + Penalty 2700.484971 = -384337.002797
  nChanged 1
		SP:Iteration 46Q (156503.950000 sec): 3 clusters
  Score: Raw -387038.024104 + Penalty 2700.484971 = -384337.539132
  nChanged 1
		SP:Iteration 47Q (156504.100000 sec): 3 clusters
  Score: Raw -387038.174049 + Penalty 2700.484971 = -384337.689077
  nChanged 0
		SP:Iteration 48F (156504.370000 sec): 3 clusters
  Score: Raw -387038.174049 + Penalty 2700.484971 = -384337.689077
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156504.460000 sec): 2 clusters
  Score: Raw -802781.153920 + Penalty 1462.076630 = -801319.077290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156504.700000 sec): 3 clusters
  Score: Raw -798278.184596 + Penalty 2924.153260 = -795354.031336
  nChanged 3414
		SP:Iteration 1F (156504.900000 sec): 3 clusters
  Score: Raw -800136.208234 + Penalty 2924.153260 = -797212.054974
  nChanged 591
		SP:Iteration 2F (156505.130000 sec): 3 clusters
  Score: Raw -800402.159817 + Penalty 2924.153260 = -797478.006557
  nChanged 444
		SP:Iteration 3F (156505.310000 sec): 3 clusters
  Score: Raw -800597.871779 + Penalty 2924.153260 = -797673.718520
  nChanged 349
		SP:Iteration 4Q (156505.560000 sec): 3 clusters
  Score: Raw -800750.783651 + Penalty 2924.153260 = -797826.630391
  nChanged 308
		SP:Iteration 5Q (156505.780000 sec): 3 clusters
  Score: Raw -800889.048052 + Penalty 2924.153260 = -797964.894792
  nChanged 288
		SP:Iteration 6Q (156506.020000 sec): 3 clusters
  Score: Raw -801025.298017 + Penalty 2924.153260 = -798101.144757
  nChanged 283
		SP:Iteration 7Q (156506.230000 sec): 3 clusters
  Score: Raw -801163.223593 + Penalty 2924.153260 = -798239.070333
  nChanged 271
		SP:Iteration 8Q (156506.470000 sec): 3 clusters
  Score: Raw -801291.370340 + Penalty 2924.153260 = -798367.217080
  nChanged 274
		SP:Iteration 9Q (156506.690000 sec): 3 clusters
  Score: Raw -801430.657440 + Penalty 2924.153260 = -798506.504180
  nChanged 287
		SP:Iteration 10Q (156506.900000 sec): 3 clusters
  Score: Raw -801591.407750 + Penalty 2924.153260 = -798667.254490
  nChanged 290
		SP:Iteration 11Q (156507.140000 sec): 3 clusters
  Score: Raw -801780.986350 + Penalty 2924.153260 = -798856.833090
  nChanged 298
		SP:Iteration 12Q (156507.370000 sec): 3 clusters
  Score: Raw -801942.084405 + Penalty 2924.153260 = -799017.931145
  nChanged 243
		SP:Iteration 13Q (156507.610000 sec): 3 clusters
  Score: Raw -802064.861464 + Penalty 2924.153260 = -799140.708204
  nChanged 198
		SP:Iteration 14Q (156507.870000 sec): 3 clusters
  Score: Raw -802169.155922 + Penalty 2924.153260 = -799245.002662
  nChanged 164
		SP:Iteration 15Q (156508.130000 sec): 3 clusters
  Score: Raw -802245.735491 + Penalty 2924.153260 = -799321.582231
  nChanged 137
		SP:Iteration 16Q (156508.350000 sec): 3 clusters
  Score: Raw -802306.370601 + Penalty 2924.153260 = -799382.217342
  nChanged 118
		SP:Iteration 17Q (156508.550000 sec): 3 clusters
  Score: Raw -802351.253046 + Penalty 2924.153260 = -799427.099786
  nChanged 103
		SP:Iteration 18Q (156508.790000 sec): 3 clusters
  Score: Raw -802389.274724 + Penalty 2924.153260 = -799465.121464
  nChanged 85
		SP:Iteration 19Q (156508.990000 sec): 3 clusters
  Score: Raw -802419.129572 + Penalty 2924.153260 = -799494.976312
  nChanged 75
		SP:Iteration 20F (156509.160000 sec): 3 clusters
  Score: Raw -802442.969422 + Penalty 2924.153260 = -799518.816162
  nChanged 62
		SP:Iteration 21Q (156509.420000 sec): 3 clusters
  Score: Raw -802464.329800 + Penalty 2924.153260 = -799540.176540
  nChanged 64
		SP:Iteration 22Q (156509.640000 sec): 3 clusters
  Score: Raw -802482.975743 + Penalty 2924.153260 = -799558.822483
  nChanged 54
		SP:Iteration 23Q (156509.860000 sec): 3 clusters
  Score: Raw -802494.716149 + Penalty 2924.153260 = -799570.562890
  nChanged 41
		SP:Iteration 24Q (156510.050000 sec): 3 clusters
  Score: Raw -802507.059573 + Penalty 2924.153260 = -799582.906313
  nChanged 49
		SP:Iteration 25Q (156510.310000 sec): 3 clusters
  Score: Raw -802520.913169 + Penalty 2924.153260 = -799596.759909
  nChanged 52
		SP:Iteration 26Q (156510.500000 sec): 3 clusters
  Score: Raw -802534.501111 + Penalty 2924.153260 = -799610.347851
  nChanged 45
		SP:Iteration 27Q (156510.720000 sec): 3 clusters
  Score: Raw -802546.320377 + Penalty 2924.153260 = -799622.167117
  nChanged 41
		SP:Iteration 28Q (156510.910000 sec): 3 clusters
  Score: Raw -802558.285196 + Penalty 2924.153260 = -799634.131936
  nChanged 34
		SP:Iteration 29Q (156511.100000 sec): 3 clusters
  Score: Raw -802567.182057 + Penalty 2924.153260 = -799643.028797
  nChanged 36
		SP:Iteration 30Q (156511.360000 sec): 3 clusters
  Score: Raw -802574.925754 + Penalty 2924.153260 = -799650.772494
  nChanged 29
		SP:Iteration 31Q (156511.610000 sec): 3 clusters
  Score: Raw -802582.298156 + Penalty 2924.153260 = -799658.144896
  nChanged 35
		SP:Iteration 32Q (156511.840000 sec): 3 clusters
  Score: Raw -802590.556805 + Penalty 2924.153260 = -799666.403545
  nChanged 36
		SP:Iteration 33Q (156512.110000 sec): 3 clusters
  Score: Raw -802597.560491 + Penalty 2924.153260 = -799673.407232
  nChanged 25
		SP:Iteration 34Q (156512.370000 sec): 3 clusters
  Score: Raw -802603.831167 + Penalty 2924.153260 = -799679.677907
  nChanged 31
		SP:Iteration 35Q (156512.570000 sec): 3 clusters
  Score: Raw -802609.556185 + Penalty 2924.153260 = -799685.402925
  nChanged 34
		SP:Iteration 36Q (156512.770000 sec): 3 clusters
  Score: Raw -802617.887966 + Penalty 2924.153260 = -799693.734706
  nChanged 48
		SP:Iteration 37Q (156513.020000 sec): 3 clusters
  Score: Raw -802632.652086 + Penalty 2924.153260 = -799708.498826
  nChanged 57
		SP:Iteration 38Q (156513.230000 sec): 3 clusters
  Score: Raw -802649.213147 + Penalty 2924.153260 = -799725.059887
  nChanged 55
		SP:Iteration 39Q (156513.490000 sec): 3 clusters
  Score: Raw -802664.025908 + Penalty 2924.153260 = -799739.872648
  nChanged 58
		SP:Iteration 40F (156513.680000 sec): 3 clusters
  Score: Raw -802687.261769 + Penalty 2924.153260 = -799763.108509
  nChanged 69
		SP:Iteration 41Q (156513.910000 sec): 3 clusters
  Score: Raw -802717.958924 + Penalty 2924.153260 = -799793.805664
  nChanged 77
		SP:Iteration 42Q (156514.130000 sec): 3 clusters
  Score: Raw -802749.780755 + Penalty 2924.153260 = -799825.627496
  nChanged 88
		SP:Iteration 43Q (156514.350000 sec): 3 clusters
  Score: Raw -802784.517539 + Penalty 2924.153260 = -799860.364279
  nChanged 94
		SP:Iteration 44Q (156514.560000 sec): 3 clusters
  Score: Raw -802824.460020 + Penalty 2924.153260 = -799900.306760
  nChanged 87
		SP:Iteration 45Q (156514.770000 sec): 3 clusters
  Score: Raw -802864.703945 + Penalty 2924.153260 = -799940.550686
  nChanged 74
		SP:Iteration 46Q (156514.960000 sec): 3 clusters
  Score: Raw -802899.360469 + Penalty 2924.153260 = -799975.207209
  nChanged 69
		SP:Iteration 47Q (156515.160000 sec): 3 clusters
  Score: Raw -802931.665830 + Penalty 2924.153260 = -800007.512571
  nChanged 80
		SP:Iteration 48Q (156515.390000 sec): 3 clusters
  Score: Raw -802964.147592 + Penalty 2924.153260 = -800039.994332
  nChanged 59
		SP:Iteration 49Q (156515.600000 sec): 3 clusters
  Score: Raw -802988.667784 + Penalty 2924.153260 = -800064.514524
  nChanged 67
		SP:Iteration 50Q (156515.820000 sec): 3 clusters
  Score: Raw -803026.041450 + Penalty 2924.153260 = -800101.888190
  nChanged 81
		SP:Iteration 51Q (156515.990000 sec): 3 clusters
  Score: Raw -803067.352336 + Penalty 2924.153260 = -800143.199076
  nChanged 71
		SP:Iteration 52Q (156516.200000 sec): 3 clusters
  Score: Raw -803103.900480 + Penalty 2924.153260 = -800179.747221
  nChanged 55
		SP:Iteration 53Q (156516.370000 sec): 3 clusters
  Score: Raw -803126.778387 + Penalty 2924.153260 = -800202.625127
  nChanged 54
		SP:Iteration 54Q (156516.560000 sec): 3 clusters
  Score: Raw -803148.647748 + Penalty 2924.153260 = -800224.494488
  nChanged 51
		SP:Iteration 55Q (156516.790000 sec): 3 clusters
  Score: Raw -803171.716893 + Penalty 2924.153260 = -800247.563633
  nChanged 42
		SP:Iteration 56Q (156517.000000 sec): 3 clusters
  Score: Raw -803188.819820 + Penalty 2924.153260 = -800264.666560
  nChanged 43
		SP:Iteration 57Q (156517.170000 sec): 3 clusters
  Score: Raw -803203.473827 + Penalty 2924.153260 = -800279.320567
  nChanged 34
		SP:Iteration 58Q (156517.360000 sec): 3 clusters
  Score: Raw -803216.410792 + Penalty 2924.153260 = -800292.257532
  nChanged 35
		SP:Iteration 59Q (156517.570000 sec): 3 clusters
  Score: Raw -803229.199780 + Penalty 2924.153260 = -800305.046520
  nChanged 30
		SP:Iteration 60F (156517.770000 sec): 3 clusters
  Score: Raw -803237.228884 + Penalty 2924.153260 = -800313.075624
  nChanged 21
		SP:Iteration 61Q (156517.940000 sec): 3 clusters
  Score: Raw -803243.691159 + Penalty 2924.153260 = -800319.537899
  nChanged 22
		SP:Iteration 62Q (156518.180000 sec): 3 clusters
  Score: Raw -803250.538316 + Penalty 2924.153260 = -800326.385056
  nChanged 23
		SP:Iteration 63Q (156518.340000 sec): 3 clusters
  Score: Raw -803256.405000 + Penalty 2924.153260 = -800332.251740
  nChanged 14
		SP:Iteration 64Q (156518.560000 sec): 3 clusters
  Score: Raw -803259.522517 + Penalty 2924.153260 = -800335.369257
  nChanged 13
		SP:Iteration 65Q (156518.760000 sec): 3 clusters
  Score: Raw -803263.006730 + Penalty 2924.153260 = -800338.853470
  nChanged 13
		SP:Iteration 66Q (156518.980000 sec): 3 clusters
  Score: Raw -803267.636535 + Penalty 2924.153260 = -800343.483275
  nChanged 19
		SP:Iteration 67Q (156519.140000 sec): 3 clusters
  Score: Raw -803275.957527 + Penalty 2924.153260 = -800351.804267
  nChanged 27
		SP:Iteration 68Q (156519.360000 sec): 3 clusters
  Score: Raw -803287.803088 + Penalty 2924.153260 = -800363.649828
  nChanged 27
		SP:Iteration 69Q (156519.580000 sec): 3 clusters
  Score: Raw -803300.764414 + Penalty 2924.153260 = -800376.611155
  nChanged 27
		SP:Iteration 70Q (156519.780000 sec): 3 clusters
  Score: Raw -803312.223783 + Penalty 2924.153260 = -800388.070523
  nChanged 23
		SP:Iteration 71Q (156519.930000 sec): 3 clusters
  Score: Raw -803322.176007 + Penalty 2924.153260 = -800398.022747
  nChanged 28
		SP:Iteration 72Q (156520.160000 sec): 3 clusters
  Score: Raw -803336.393972 + Penalty 2924.153260 = -800412.240712
  nChanged 31
		SP:Iteration 73Q (156520.330000 sec): 3 clusters
  Score: Raw -803352.850787 + Penalty 2924.153260 = -800428.697527
  nChanged 39
		SP:Iteration 74Q (156520.500000 sec): 3 clusters
  Score: Raw -803372.578462 + Penalty 2924.153260 = -800448.425202
  nChanged 34
		SP:Iteration 75Q (156520.680000 sec): 3 clusters
  Score: Raw -803384.615490 + Penalty 2924.153260 = -800460.462230
  nChanged 25
		SP:Iteration 76Q (156520.860000 sec): 3 clusters
  Score: Raw -803392.870578 + Penalty 2924.153260 = -800468.717318
  nChanged 17
		SP:Iteration 77Q (156521.040000 sec): 3 clusters
  Score: Raw -803398.105815 + Penalty 2924.153260 = -800473.952555
  nChanged 15
		SP:Iteration 78Q (156521.220000 sec): 3 clusters
  Score: Raw -803404.060859 + Penalty 2924.153260 = -800479.907599
  nChanged 23
		SP:Iteration 79Q (156521.430000 sec): 3 clusters
  Score: Raw -803414.029644 + Penalty 2924.153260 = -800489.876384
  nChanged 21
		SP:Iteration 80F (156521.660000 sec): 3 clusters
  Score: Raw -803423.220794 + Penalty 2924.153260 = -800499.067535
  nChanged 28
		SP:Iteration 81Q (156521.860000 sec): 3 clusters
  Score: Raw -803432.351111 + Penalty 2924.153260 = -800508.197851
  nChanged 15
		SP:Iteration 82Q (156522.090000 sec): 3 clusters
  Score: Raw -803436.345527 + Penalty 2924.153260 = -800512.192267
  nChanged 15
		SP:Iteration 83Q (156522.260000 sec): 3 clusters
  Score: Raw -803440.483573 + Penalty 2924.153260 = -800516.330313
  nChanged 10
		SP:Iteration 84Q (156522.490000 sec): 3 clusters
  Score: Raw -803442.900672 + Penalty 2924.153260 = -800518.747413
  nChanged 8
		SP:Iteration 85Q (156522.730000 sec): 3 clusters
  Score: Raw -803444.511674 + Penalty 2924.153260 = -800520.358415
  nChanged 10
		SP:Iteration 86Q (156522.970000 sec): 3 clusters
  Score: Raw -803446.855378 + Penalty 2924.153260 = -800522.702119
  nChanged 13
		SP:Iteration 87Q (156523.140000 sec): 3 clusters
  Score: Raw -803449.591600 + Penalty 2924.153260 = -800525.438340
  nChanged 11
		SP:Iteration 88Q (156523.370000 sec): 3 clusters
  Score: Raw -803453.457952 + Penalty 2924.153260 = -800529.304692
  nChanged 12
		SP:Iteration 89Q (156523.630000 sec): 3 clusters
  Score: Raw -803456.915419 + Penalty 2924.153260 = -800532.762159
  nChanged 7
		SP:Iteration 90Q (156523.840000 sec): 3 clusters
  Score: Raw -803458.609890 + Penalty 2924.153260 = -800534.456630
  nChanged 8
		SP:Iteration 91Q (156524.040000 sec): 3 clusters
  Score: Raw -803460.728612 + Penalty 2924.153260 = -800536.575352
  nChanged 11
		SP:Iteration 92Q (156524.210000 sec): 3 clusters
  Score: Raw -803462.841712 + Penalty 2924.153260 = -800538.688453
  nChanged 8
		SP:Iteration 93Q (156524.430000 sec): 3 clusters
  Score: Raw -803465.100868 + Penalty 2924.153260 = -800540.947608
  nChanged 8
		SP:Iteration 94Q (156524.640000 sec): 3 clusters
  Score: Raw -803467.365503 + Penalty 2924.153260 = -800543.212243
  nChanged 6
		SP:Iteration 95Q (156524.840000 sec): 3 clusters
  Score: Raw -803468.259164 + Penalty 2924.153260 = -800544.105904
  nChanged 1
		SP:Iteration 96Q (156525.060000 sec): 3 clusters
  Score: Raw -803468.372160 + Penalty 2924.153260 = -800544.218900
  nChanged 2
		SP:Iteration 97Q (156525.260000 sec): 3 clusters
  Score: Raw -803468.641109 + Penalty 2924.153260 = -800544.487850
  nChanged 0
		SP:Iteration 98F (156525.460000 sec): 3 clusters
  Score: Raw -803468.641109 + Penalty 2924.153260 = -800544.487850
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156525.570000 sec): 2 clusters
  Score: Raw -504582.390605 + Penalty 1382.377882 = -503200.012722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156525.780000 sec): 3 clusters
  Score: Raw -502034.093039 + Penalty 2764.755765 = -499269.337275
  nChanged 1980
		SP:Iteration 1F (156525.960000 sec): 3 clusters
  Score: Raw -503123.274330 + Penalty 2764.755765 = -500358.518565
  nChanged 380
		SP:Iteration 2F (156526.160000 sec): 3 clusters
  Score: Raw -503354.381642 + Penalty 2764.755765 = -500589.625877
  nChanged 282
		SP:Iteration 3F (156526.400000 sec): 3 clusters
  Score: Raw -503531.118861 + Penalty 2764.755765 = -500766.363097
  nChanged 247
		SP:Iteration 4Q (156526.600000 sec): 3 clusters
  Score: Raw -503663.265710 + Penalty 2764.755765 = -500898.509945
  nChanged 192
		SP:Iteration 5Q (156526.810000 sec): 3 clusters
  Score: Raw -503772.974338 + Penalty 2764.755765 = -501008.218573
  nChanged 168
		SP:Iteration 6Q (156526.970000 sec): 3 clusters
  Score: Raw -503858.433184 + Penalty 2764.755765 = -501093.677419
  nChanged 143
		SP:Iteration 7Q (156527.100000 sec): 3 clusters
  Score: Raw -503917.913635 + Penalty 2764.755765 = -501153.157870
  nChanged 135
		SP:Iteration 8Q (156527.310000 sec): 3 clusters
  Score: Raw -503965.925866 + Penalty 2764.755765 = -501201.170101
  nChanged 89
		SP:Iteration 9Q (156527.550000 sec): 3 clusters
  Score: Raw -503993.355687 + Penalty 2764.755765 = -501228.599922
  nChanged 79
		SP:Iteration 10Q (156527.760000 sec): 3 clusters
  Score: Raw -504015.524260 + Penalty 2764.755765 = -501250.768495
  nChanged 63
		SP:Iteration 11Q (156527.920000 sec): 3 clusters
  Score: Raw -504033.007571 + Penalty 2764.755765 = -501268.251806
  nChanged 48
		SP:Iteration 12Q (156528.140000 sec): 3 clusters
  Score: Raw -504046.358999 + Penalty 2764.755765 = -501281.603234
  nChanged 43
		SP:Iteration 13Q (156528.330000 sec): 3 clusters
  Score: Raw -504057.018300 + Penalty 2764.755765 = -501292.262535
  nChanged 44
		SP:Iteration 14Q (156528.520000 sec): 3 clusters
  Score: Raw -504067.616050 + Penalty 2764.755765 = -501302.860285
  nChanged 42
		SP:Iteration 15Q (156528.740000 sec): 3 clusters
  Score: Raw -504078.855432 + Penalty 2764.755765 = -501314.099667
  nChanged 37
		SP:Iteration 16Q (156528.990000 sec): 3 clusters
  Score: Raw -504088.406560 + Penalty 2764.755765 = -501323.650796
  nChanged 24
		SP:Iteration 17Q (156529.220000 sec): 3 clusters
  Score: Raw -504092.895942 + Penalty 2764.755765 = -501328.140178
  nChanged 14
		SP:Iteration 18Q (156529.400000 sec): 3 clusters
  Score: Raw -504096.063481 + Penalty 2764.755765 = -501331.307716
  nChanged 17
		SP:Iteration 19Q (156529.630000 sec): 3 clusters
  Score: Raw -504099.239002 + Penalty 2764.755765 = -501334.483237
  nChanged 12
		SP:Iteration 20F (156529.810000 sec): 3 clusters
  Score: Raw -504101.483747 + Penalty 2764.755765 = -501336.727982
  nChanged 15
		SP:Iteration 21Q (156530.020000 sec): 3 clusters
  Score: Raw -504104.972152 + Penalty 2764.755765 = -501340.216387
  nChanged 20
		SP:Iteration 22Q (156530.180000 sec): 3 clusters
  Score: Raw -504108.633123 + Penalty 2764.755765 = -501343.877358
  nChanged 21
		SP:Iteration 23Q (156530.400000 sec): 3 clusters
  Score: Raw -504112.571331 + Penalty 2764.755765 = -501347.815566
  nChanged 16
		SP:Iteration 24Q (156530.580000 sec): 3 clusters
  Score: Raw -504115.589529 + Penalty 2764.755765 = -501350.833765
  nChanged 9
		SP:Iteration 25Q (156530.810000 sec): 3 clusters
  Score: Raw -504116.994479 + Penalty 2764.755765 = -501352.238714
  nChanged 8
		SP:Iteration 26Q (156531.020000 sec): 3 clusters
  Score: Raw -504118.839571 + Penalty 2764.755765 = -501354.083807
  nChanged 6
		SP:Iteration 27Q (156531.180000 sec): 3 clusters
  Score: Raw -504119.810815 + Penalty 2764.755765 = -501355.055050
  nChanged 10
		SP:Iteration 28Q (156531.410000 sec): 3 clusters
  Score: Raw -504121.609871 + Penalty 2764.755765 = -501356.854106
  nChanged 9
		SP:Iteration 29Q (156531.620000 sec): 3 clusters
  Score: Raw -504124.505487 + Penalty 2764.755765 = -501359.749722
  nChanged 7
		SP:Iteration 30Q (156531.810000 sec): 3 clusters
  Score: Raw -504127.078424 + Penalty 2764.755765 = -501362.322659
  nChanged 17
		SP:Iteration 31Q (156532.020000 sec): 3 clusters
  Score: Raw -504130.559726 + Penalty 2764.755765 = -501365.803961
  nChanged 18
		SP:Iteration 32Q (156532.200000 sec): 3 clusters
  Score: Raw -504134.667495 + Penalty 2764.755765 = -501369.911730
  nChanged 6
		SP:Iteration 33Q (156532.390000 sec): 3 clusters
  Score: Raw -504135.390625 + Penalty 2764.755765 = -501370.634861
  nChanged 5
		SP:Iteration 34Q (156532.570000 sec): 3 clusters
  Score: Raw -504136.448458 + Penalty 2764.755765 = -501371.692693
  nChanged 8
		SP:Iteration 35Q (156532.750000 sec): 3 clusters
  Score: Raw -504137.718311 + Penalty 2764.755765 = -501372.962546
  nChanged 6
		SP:Iteration 36Q (156532.960000 sec): 3 clusters
  Score: Raw -504138.690074 + Penalty 2764.755765 = -501373.934309
  nChanged 6
		SP:Iteration 37Q (156533.140000 sec): 3 clusters
  Score: Raw -504140.764170 + Penalty 2764.755765 = -501376.008405
  nChanged 16
		SP:Iteration 38Q (156533.300000 sec): 3 clusters
  Score: Raw -504144.501544 + Penalty 2764.755765 = -501379.745779
  nChanged 11
		SP:Iteration 39Q (156533.460000 sec): 3 clusters
  Score: Raw -504148.924437 + Penalty 2764.755765 = -501384.168672
  nChanged 20
		SP:Iteration 40F (156533.650000 sec): 3 clusters
  Score: Raw -504156.578177 + Penalty 2764.755765 = -501391.822412
  nChanged 31
		SP:Iteration 41Q (156533.830000 sec): 3 clusters
  Score: Raw -504166.862474 + Penalty 2764.755765 = -501402.106709
  nChanged 27
		SP:Iteration 42Q (156534.000000 sec): 3 clusters
  Score: Raw -504175.709631 + Penalty 2764.755765 = -501410.953866
  nChanged 32
		SP:Iteration 43Q (156534.200000 sec): 3 clusters
  Score: Raw -504183.987094 + Penalty 2764.755765 = -501419.231329
  nChanged 32
		SP:Iteration 44Q (156534.370000 sec): 3 clusters
  Score: Raw -504192.421146 + Penalty 2764.755765 = -501427.665381
  nChanged 26
		SP:Iteration 45Q (156534.580000 sec): 3 clusters
  Score: Raw -504198.811299 + Penalty 2764.755765 = -501434.055534
  nChanged 22
		SP:Iteration 46Q (156534.750000 sec): 3 clusters
  Score: Raw -504205.618616 + Penalty 2764.755765 = -501440.862851
  nChanged 22
		SP:Iteration 47Q (156534.940000 sec): 3 clusters
  Score: Raw -504213.228518 + Penalty 2764.755765 = -501448.472753
  nChanged 31
		SP:Iteration 48Q (156535.140000 sec): 3 clusters
  Score: Raw -504225.492993 + Penalty 2764.755765 = -501460.737228
  nChanged 34
		SP:Iteration 49Q (156535.350000 sec): 3 clusters
  Score: Raw -504241.364999 + Penalty 2764.755765 = -501476.609234
  nChanged 43
		SP:Iteration 50Q (156535.570000 sec): 3 clusters
  Score: Raw -504258.983042 + Penalty 2764.755765 = -501494.227277
  nChanged 52
		SP:Iteration 51Q (156535.780000 sec): 3 clusters
  Score: Raw -504281.450833 + Penalty 2764.755765 = -501516.695068
  nChanged 47
		SP:Iteration 52Q (156535.980000 sec): 3 clusters
  Score: Raw -504299.466206 + Penalty 2764.755765 = -501534.710441
  nChanged 45
		SP:Iteration 53Q (156536.210000 sec): 3 clusters
  Score: Raw -504320.619289 + Penalty 2764.755765 = -501555.863524
  nChanged 43
		SP:Iteration 54Q (156536.370000 sec): 3 clusters
  Score: Raw -504337.068413 + Penalty 2764.755765 = -501572.312648
  nChanged 38
		SP:Iteration 55Q (156536.580000 sec): 3 clusters
  Score: Raw -504354.263872 + Penalty 2764.755765 = -501589.508107
  nChanged 42
		SP:Iteration 56Q (156536.740000 sec): 3 clusters
  Score: Raw -504370.502315 + Penalty 2764.755765 = -501605.746550
  nChanged 34
		SP:Iteration 57Q (156536.960000 sec): 3 clusters
  Score: Raw -504384.691669 + Penalty 2764.755765 = -501619.935904
  nChanged 39
		SP:Iteration 58Q (156537.130000 sec): 3 clusters
  Score: Raw -504400.238158 + Penalty 2764.755765 = -501635.482394
  nChanged 38
		SP:Iteration 59Q (156537.330000 sec): 3 clusters
  Score: Raw -504419.383805 + Penalty 2764.755765 = -501654.628040
  nChanged 53
		SP:Iteration 60F (156537.540000 sec): 3 clusters
  Score: Raw -504444.660271 + Penalty 2764.755765 = -501679.904506
  nChanged 56
		SP:Iteration 61Q (156537.750000 sec): 3 clusters
  Score: Raw -504471.539018 + Penalty 2764.755765 = -501706.783253
  nChanged 53
		SP:Iteration 62Q (156537.960000 sec): 3 clusters
  Score: Raw -504499.498078 + Penalty 2764.755765 = -501734.742313
  nChanged 46
		SP:Iteration 63Q (156538.170000 sec): 3 clusters
  Score: Raw -504522.549052 + Penalty 2764.755765 = -501757.793287
  nChanged 42
		SP:Iteration 64Q (156538.330000 sec): 3 clusters
  Score: Raw -504548.300637 + Penalty 2764.755765 = -501783.544872
  nChanged 44
		SP:Iteration 65Q (156538.530000 sec): 3 clusters
  Score: Raw -504573.696443 + Penalty 2764.755765 = -501808.940678
  nChanged 42
		SP:Iteration 66Q (156538.690000 sec): 3 clusters
  Score: Raw -504597.364930 + Penalty 2764.755765 = -501832.609165
  nChanged 43
		SP:Iteration 67Q (156538.920000 sec): 3 clusters
  Score: Raw -504615.501370 + Penalty 2764.755765 = -501850.745605
  nChanged 33
		SP:Iteration 68Q (156539.110000 sec): 3 clusters
  Score: Raw -504630.597038 + Penalty 2764.755765 = -501865.841273
  nChanged 34
		SP:Iteration 69Q (156539.330000 sec): 3 clusters
  Score: Raw -504644.980124 + Penalty 2764.755765 = -501880.224359
  nChanged 34
		SP:Iteration 70Q (156539.490000 sec): 3 clusters
  Score: Raw -504662.785705 + Penalty 2764.755765 = -501898.029940
  nChanged 30
		SP:Iteration 71Q (156539.720000 sec): 3 clusters
  Score: Raw -504680.041756 + Penalty 2764.755765 = -501915.285991
  nChanged 37
		SP:Iteration 72Q (156539.940000 sec): 3 clusters
  Score: Raw -504695.755134 + Penalty 2764.755765 = -501930.999369
  nChanged 34
		SP:Iteration 73Q (156540.120000 sec): 3 clusters
  Score: Raw -504711.755478 + Penalty 2764.755765 = -501946.999713
  nChanged 31
		SP:Iteration 74Q (156540.340000 sec): 3 clusters
  Score: Raw -504722.510387 + Penalty 2764.755765 = -501957.754623
  nChanged 19
		SP:Iteration 75Q (156540.520000 sec): 3 clusters
  Score: Raw -504730.025565 + Penalty 2764.755765 = -501965.269800
  nChanged 19
		SP:Iteration 76Q (156540.720000 sec): 3 clusters
  Score: Raw -504737.020421 + Penalty 2764.755765 = -501972.264656
  nChanged 9
		SP:Iteration 77Q (156540.920000 sec): 3 clusters
  Score: Raw -504740.744152 + Penalty 2764.755765 = -501975.988387
  nChanged 7
		SP:Iteration 78Q (156541.100000 sec): 3 clusters
  Score: Raw -504743.347892 + Penalty 2764.755765 = -501978.592128
  nChanged 7
		SP:Iteration 79Q (156541.270000 sec): 3 clusters
  Score: Raw -504745.011941 + Penalty 2764.755765 = -501980.256176
  nChanged 4
		SP:Iteration 80F (156541.480000 sec): 3 clusters
  Score: Raw -504746.920450 + Penalty 2764.755765 = -501982.164686
  nChanged 4
		SP:Iteration 81Q (156541.700000 sec): 3 clusters
  Score: Raw -504748.782443 + Penalty 2764.755765 = -501984.026678
  nChanged 5
		SP:Iteration 82Q (156541.880000 sec): 3 clusters
  Score: Raw -504750.932029 + Penalty 2764.755765 = -501986.176264
  nChanged 3
		SP:Iteration 83Q (156542.060000 sec): 3 clusters
  Score: Raw -504752.377594 + Penalty 2764.755765 = -501987.621829
  nChanged 4
		SP:Iteration 84Q (156542.260000 sec): 3 clusters
  Score: Raw -504754.007067 + Penalty 2764.755765 = -501989.251302
  nChanged 3
		SP:Iteration 85Q (156542.470000 sec): 3 clusters
  Score: Raw -504755.057091 + Penalty 2764.755765 = -501990.301326
  nChanged 5
		SP:Iteration 86Q (156542.640000 sec): 3 clusters
  Score: Raw -504756.313022 + Penalty 2764.755765 = -501991.557257
  nChanged 2
		SP:Iteration 87Q (156542.850000 sec): 3 clusters
  Score: Raw -504756.808001 + Penalty 2764.755765 = -501992.052236
  nChanged 4
		SP:Iteration 88Q (156543.040000 sec): 3 clusters
  Score: Raw -504758.584695 + Penalty 2764.755765 = -501993.828930
  nChanged 7
		SP:Iteration 89Q (156543.200000 sec): 3 clusters
  Score: Raw -504762.625012 + Penalty 2764.755765 = -501997.869247
  nChanged 6
		SP:Iteration 90Q (156543.400000 sec): 3 clusters
  Score: Raw -504765.395014 + Penalty 2764.755765 = -502000.639249
  nChanged 4
		SP:Iteration 91Q (156543.630000 sec): 3 clusters
  Score: Raw -504767.831416 + Penalty 2764.755765 = -502003.075651
  nChanged 8
		SP:Iteration 92Q (156543.800000 sec): 3 clusters
  Score: Raw -504770.846247 + Penalty 2764.755765 = -502006.090483
  nChanged 2
		SP:Iteration 93Q (156544.000000 sec): 3 clusters
  Score: Raw -504771.976720 + Penalty 2764.755765 = -502007.220955
  nChanged 4
		SP:Iteration 94Q (156544.180000 sec): 3 clusters
  Score: Raw -504774.655232 + Penalty 2764.755765 = -502009.899467
  nChanged 9
		SP:Iteration 95Q (156544.400000 sec): 3 clusters
  Score: Raw -504778.195627 + Penalty 2764.755765 = -502013.439862
  nChanged 8
		SP:Iteration 96Q (156544.540000 sec): 3 clusters
  Score: Raw -504781.923234 + Penalty 2764.755765 = -502017.167469
  nChanged 11
		SP:Iteration 97Q (156544.770000 sec): 3 clusters
  Score: Raw -504786.716443 + Penalty 2764.755765 = -502021.960679
  nChanged 6
		SP:Iteration 98Q (156544.960000 sec): 3 clusters
  Score: Raw -504789.375010 + Penalty 2764.755765 = -502024.619245
  nChanged 5
		SP:Iteration 99Q (156545.160000 sec): 3 clusters
  Score: Raw -504792.288221 + Penalty 2764.755765 = -502027.532456
  nChanged 6
		SP:Iteration 100F (156545.310000 sec): 3 clusters
  Score: Raw -504795.659149 + Penalty 2764.755765 = -502030.903384
  nChanged 7
		SP:Iteration 101Q (156545.550000 sec): 3 clusters
  Score: Raw -504798.584645 + Penalty 2764.755765 = -502033.828881
  nChanged 6
		SP:Iteration 102Q (156545.760000 sec): 3 clusters
  Score: Raw -504800.589841 + Penalty 2764.755765 = -502035.834076
  nChanged 6
		SP:Iteration 103Q (156545.960000 sec): 3 clusters
  Score: Raw -504803.359108 + Penalty 2764.755765 = -502038.603343
  nChanged 6
		SP:Iteration 104Q (156546.110000 sec): 3 clusters
  Score: Raw -504806.115693 + Penalty 2764.755765 = -502041.359928
  nChanged 6
		SP:Iteration 105Q (156546.340000 sec): 3 clusters
  Score: Raw -504808.236508 + Penalty 2764.755765 = -502043.480743
  nChanged 5
		SP:Iteration 106Q (156546.560000 sec): 3 clusters
  Score: Raw -504810.374353 + Penalty 2764.755765 = -502045.618588
  nChanged 7
		SP:Iteration 107Q (156546.760000 sec): 3 clusters
  Score: Raw -504813.164734 + Penalty 2764.755765 = -502048.408969
  nChanged 5
		SP:Iteration 108Q (156546.960000 sec): 3 clusters
  Score: Raw -504814.260705 + Penalty 2764.755765 = -502049.504940
  nChanged 2
		SP:Iteration 109Q (156547.120000 sec): 3 clusters
  Score: Raw -504814.519760 + Penalty 2764.755765 = -502049.763995
  nChanged 2
		SP:Iteration 110Q (156547.300000 sec): 3 clusters
  Score: Raw -504814.992803 + Penalty 2764.755765 = -502050.237039
  nChanged 2
		SP:Iteration 111Q (156547.500000 sec): 3 clusters
  Score: Raw -504815.488394 + Penalty 2764.755765 = -502050.732629
  nChanged 1
		SP:Iteration 112Q (156547.730000 sec): 3 clusters
  Score: Raw -504815.756993 + Penalty 2764.755765 = -502051.001228
  nChanged 0
		SP:Iteration 113F (156547.950000 sec): 3 clusters
  Score: Raw -504815.756993 + Penalty 2764.755765 = -502051.001228
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156548.020000 sec): 2 clusters
  Score: Raw -269794.094056 + Penalty 1283.491803 = -268510.602253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156548.210000 sec): 3 clusters
  Score: Raw -268584.372914 + Penalty 2566.983605 = -266017.389309
  nChanged 1033
		SP:Iteration 1F (156548.400000 sec): 3 clusters
  Score: Raw -269221.678720 + Penalty 2566.983605 = -266654.695115
  nChanged 228
		SP:Iteration 2F (156548.570000 sec): 3 clusters
  Score: Raw -269423.187327 + Penalty 2566.983605 = -266856.203722
  nChanged 189
		SP:Iteration 3F (156548.740000 sec): 3 clusters
  Score: Raw -269666.277965 + Penalty 2566.983605 = -267099.294360
  nChanged 213
		SP:Iteration 4F (156548.940000 sec): 3 clusters
  Score: Raw -270020.468559 + Penalty 2566.983605 = -267453.484954
  nChanged 227
		SP:Iteration 5F (156549.120000 sec): 3 clusters
  Score: Raw -270404.517653 + Penalty 2566.983605 = -267837.534048
  nChanged 153
		SP:Iteration 6F (156549.290000 sec): 3 clusters
  Score: Raw -270618.561753 + Penalty 2566.983605 = -268051.578148
  nChanged 107
		SP:Iteration 7Q (156549.440000 sec): 3 clusters
  Score: Raw -270742.053671 + Penalty 2566.983605 = -268175.070066
  nChanged 72
		SP:Iteration 8Q (156549.620000 sec): 3 clusters
  Score: Raw -270816.712353 + Penalty 2566.983605 = -268249.728748
  nChanged 63
		SP:Iteration 9Q (156549.800000 sec): 3 clusters
  Score: Raw -270867.762650 + Penalty 2566.983605 = -268300.779045
  nChanged 40
		SP:Iteration 10Q (156549.960000 sec): 3 clusters
  Score: Raw -270891.791479 + Penalty 2566.983605 = -268324.807873
  nChanged 29
		SP:Iteration 11Q (156550.120000 sec): 3 clusters
  Score: Raw -270907.270638 + Penalty 2566.983605 = -268340.287033
  nChanged 17
		SP:Iteration 12Q (156550.290000 sec): 3 clusters
  Score: Raw -270915.667649 + Penalty 2566.983605 = -268348.684044
  nChanged 9
		SP:Iteration 13Q (156550.390000 sec): 3 clusters
  Score: Raw -270919.482157 + Penalty 2566.983605 = -268352.498552
  nChanged 3
		SP:Iteration 14Q (156550.590000 sec): 3 clusters
  Score: Raw -270920.265354 + Penalty 2566.983605 = -268353.281749
  nChanged 3
		SP:Iteration 15Q (156550.780000 sec): 3 clusters
  Score: Raw -270921.194294 + Penalty 2566.983605 = -268354.210689
  nChanged 1
		SP:Iteration 16Q (156550.950000 sec): 3 clusters
  Score: Raw -270921.601576 + Penalty 2566.983605 = -268354.617970
  nChanged 0
		SP:Iteration 17F (156551.160000 sec): 3 clusters
  Score: Raw -270921.601576 + Penalty 2566.983605 = -268354.617970
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (408999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156552.900000 sec): 2 clusters
  Score: Raw -42822789.761208 + Penalty 2099.738548 = -42820690.022660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156555.140000 sec): 3 clusters
  Score: Raw -42548744.611272 + Penalty 4199.477097 = -42544545.134175
  nChanged 199680
		SP:Iteration 1F (156557.330000 sec): 3 clusters
  Score: Raw -42669748.753853 + Penalty 4199.477097 = -42665549.276756
  nChanged 12524
		SP:Iteration 2Q (156559.430000 sec): 3 clusters
  Score: Raw -42672924.585671 + Penalty 4199.477097 = -42668725.108575
  nChanged 15284
		SP:Iteration 3Q (156561.560000 sec): 3 clusters
  Score: Raw -42677856.316289 + Penalty 4199.477097 = -42673656.839192
  nChanged 19149
		SP:Iteration 4Q (156563.680000 sec): 3 clusters
  Score: Raw -42685791.258844 + Penalty 4199.477097 = -42681591.781747
  nChanged 23740
		SP:Iteration 5F (156565.700000 sec): 3 clusters
  Score: Raw -42698250.947340 + Penalty 4199.477097 = -42694051.470243
  nChanged 27664
		SP:Iteration 6F (156567.560000 sec): 3 clusters
  Score: Raw -42715726.914877 + Penalty 4199.477097 = -42711527.437780
  nChanged 29579
		SP:Iteration 7F (156569.540000 sec): 3 clusters
  Score: Raw -42737332.439701 + Penalty 4199.477097 = -42733132.962604
  nChanged 28913
		SP:Iteration 8F (156571.540000 sec): 3 clusters
  Score: Raw -42760734.741365 + Penalty 4199.477097 = -42756535.264268
  nChanged 25567
		SP:Iteration 9F (156573.670000 sec): 3 clusters
  Score: Raw -42782850.918189 + Penalty 4199.477097 = -42778651.441092
  nChanged 19932
		SP:Iteration 10Q (156575.820000 sec): 3 clusters
  Score: Raw -42800676.835568 + Penalty 4199.477097 = -42796477.358471
  nChanged 13275
		SP:Iteration 11Q (156578.340000 sec): 3 clusters
  Score: Raw -42812607.564731 + Penalty 4199.477097 = -42808408.087635
  nChanged 7234
		SP:Iteration 12Q (156581.060000 sec): 3 clusters
  Score: Raw -42818896.076627 + Penalty 4199.477097 = -42814696.599530
  nChanged 3101
		SP:Iteration 13Q (156583.020000 sec): 3 clusters
  Score: Raw -42821440.364734 + Penalty 4199.477097 = -42817240.887638
  nChanged 1167
		SP:Iteration 14Q (156584.840000 sec): 3 clusters
  Score: Raw -42822389.718931 + Penalty 4199.477097 = -42818190.241834
  nChanged 388
		SP:Iteration 15Q (156586.410000 sec): 3 clusters
  Score: Raw -42822745.622660 + Penalty 4199.477097 = -42818546.145563
  nChanged 167
		SP:Iteration 16Q (156588.140000 sec): 3 clusters
  Score: Raw -42822901.479749 + Penalty 4199.477097 = -42818702.002652
  nChanged 98
		SP:Iteration 17Q (156589.890000 sec): 3 clusters
  Score: Raw -42822980.480637 + Penalty 4199.477097 = -42818781.003541
  nChanged 55
		SP:Iteration 18Q (156591.630000 sec): 3 clusters
  Score: Raw -42823029.493913 + Penalty 4199.477097 = -42818830.016817
  nChanged 39
		SP:Iteration 19Q (156593.300000 sec): 3 clusters
  Score: Raw -42823058.844732 + Penalty 4199.477097 = -42818859.367635
  nChanged 27
		SP:Iteration 20F (156595.170000 sec): 3 clusters
  Score: Raw -42823081.027587 + Penalty 4199.477097 = -42818881.550490
  nChanged 18
		SP:Iteration 21Q (156596.730000 sec): 3 clusters
  Score: Raw -42823096.975417 + Penalty 4199.477097 = -42818897.498321
  nChanged 13
		SP:Iteration 22Q (156598.240000 sec): 3 clusters
  Score: Raw -42823105.674811 + Penalty 4199.477097 = -42818906.197715
  nChanged 7
		SP:Iteration 23Q (156599.800000 sec): 3 clusters
  Score: Raw -42823109.864231 + Penalty 4199.477097 = -42818910.387134
  nChanged 3
		SP:Iteration 24Q (156601.330000 sec): 3 clusters
  Score: Raw -42823111.428264 + Penalty 4199.477097 = -42818911.951167
  nChanged 1
		SP:Iteration 25Q (156603.300000 sec): 3 clusters
  Score: Raw -42823112.632985 + Penalty 4199.477097 = -42818913.155888
  nChanged 2
		SP:Iteration 26Q (156605.820000 sec): 3 clusters
  Score: Raw -42823114.065217 + Penalty 4199.477097 = -42818914.588120
  nChanged 2
		SP:Iteration 27Q (156608.150000 sec): 3 clusters
  Score: Raw -42823115.639240 + Penalty 4199.477097 = -42818916.162143
  nChanged 1
		SP:Iteration 28Q (156609.900000 sec): 3 clusters
  Score: Raw -42823115.881965 + Penalty 4199.477097 = -42818916.404868
  nChanged 0
		SP:Iteration 29F (156611.800000 sec): 3 clusters
  Score: Raw -42823115.881965 + Penalty 4199.477097 = -42818916.404868
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156612.310000 sec): 2 clusters
  Score: Raw -2551317.115294 + Penalty 1637.686523 = -2549679.428771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156612.600000 sec): 3 clusters
  Score: Raw -2536687.201083 + Penalty 3275.373047 = -2533411.828037
  nChanged 10924
		SP:Iteration 1F (156612.900000 sec): 3 clusters
  Score: Raw -2542659.197257 + Penalty 3275.373047 = -2539383.824210
  nChanged 968
		SP:Iteration 2Q (156613.250000 sec): 3 clusters
  Score: Raw -2542958.876221 + Penalty 3275.373047 = -2539683.503174
  nChanged 953
		SP:Iteration 3Q (156613.560000 sec): 3 clusters
  Score: Raw -2543229.458307 + Penalty 3275.373047 = -2539954.085260
  nChanged 888
		SP:Iteration 4Q (156613.870000 sec): 3 clusters
  Score: Raw -2543491.625194 + Penalty 3275.373047 = -2540216.252147
  nChanged 857
		SP:Iteration 5Q (156614.210000 sec): 3 clusters
  Score: Raw -2543744.456926 + Penalty 3275.373047 = -2540469.083879
  nChanged 865
		SP:Iteration 6Q (156614.520000 sec): 3 clusters
  Score: Raw -2544021.506934 + Penalty 3275.373047 = -2540746.133887
  nChanged 896
		SP:Iteration 7Q (156614.900000 sec): 3 clusters
  Score: Raw -2544345.630253 + Penalty 3275.373047 = -2541070.257206
  nChanged 1046
		SP:Iteration 8Q (156615.180000 sec): 3 clusters
  Score: Raw -2544790.353891 + Penalty 3275.373047 = -2541514.980845
  nChanged 1203
		SP:Iteration 9F (156615.510000 sec): 3 clusters
  Score: Raw -2545439.555265 + Penalty 3275.373047 = -2542164.182218
  nChanged 1377
		SP:Iteration 10F (156615.830000 sec): 3 clusters
  Score: Raw -2546302.953558 + Penalty 3275.373047 = -2543027.580511
  nChanged 1487
		SP:Iteration 11F (156616.080000 sec): 3 clusters
  Score: Raw -2547357.508822 + Penalty 3275.373047 = -2544082.135775
  nChanged 1384
		SP:Iteration 12F (156616.400000 sec): 3 clusters
  Score: Raw -2548413.118065 + Penalty 3275.373047 = -2545137.745019
  nChanged 1236
		SP:Iteration 13F (156616.710000 sec): 3 clusters
  Score: Raw -2549419.364548 + Penalty 3275.373047 = -2546143.991502
  nChanged 934
		SP:Iteration 14Q (156617.030000 sec): 3 clusters
  Score: Raw -2550191.053644 + Penalty 3275.373047 = -2546915.680597
  nChanged 656
		SP:Iteration 15Q (156617.340000 sec): 3 clusters
  Score: Raw -2550737.150213 + Penalty 3275.373047 = -2547461.777167
  nChanged 390
		SP:Iteration 16Q (156617.660000 sec): 3 clusters
  Score: Raw -2551058.512279 + Penalty 3275.373047 = -2547783.139232
  nChanged 206
		SP:Iteration 17Q (156617.920000 sec): 3 clusters
  Score: Raw -2551241.827357 + Penalty 3275.373047 = -2547966.454310
  nChanged 106
		SP:Iteration 18Q (156618.260000 sec): 3 clusters
  Score: Raw -2551346.706332 + Penalty 3275.373047 = -2548071.333285
  nChanged 63
		SP:Iteration 19Q (156618.550000 sec): 3 clusters
  Score: Raw -2551405.422989 + Penalty 3275.373047 = -2548130.049942
  nChanged 39
		SP:Iteration 20F (156618.960000 sec): 3 clusters
  Score: Raw -2551444.961999 + Penalty 3275.373047 = -2548169.588952
  nChanged 27
		SP:Iteration 21Q (156619.230000 sec): 3 clusters
  Score: Raw -2551472.843183 + Penalty 3275.373047 = -2548197.470136
  nChanged 15
		SP:Iteration 22Q (156619.570000 sec): 3 clusters
  Score: Raw -2551490.995361 + Penalty 3275.373047 = -2548215.622315
  nChanged 14
		SP:Iteration 23Q (156619.870000 sec): 3 clusters
  Score: Raw -2551505.168995 + Penalty 3275.373047 = -2548229.795948
  nChanged 9
		SP:Iteration 24Q (156620.100000 sec): 3 clusters
  Score: Raw -2551515.569389 + Penalty 3275.373047 = -2548240.196343
  nChanged 6
		SP:Iteration 25Q (156620.440000 sec): 3 clusters
  Score: Raw -2551524.769794 + Penalty 3275.373047 = -2548249.396748
  nChanged 5
		SP:Iteration 26Q (156620.700000 sec): 3 clusters
  Score: Raw -2551532.427753 + Penalty 3275.373047 = -2548257.054707
  nChanged 4
		SP:Iteration 27Q (156621.020000 sec): 3 clusters
  Score: Raw -2551536.263398 + Penalty 3275.373047 = -2548260.890351
  nChanged 3
		SP:Iteration 28Q (156621.290000 sec): 3 clusters
  Score: Raw -2551538.946441 + Penalty 3275.373047 = -2548263.573394
  nChanged 2
		SP:Iteration 29Q (156621.570000 sec): 3 clusters
  Score: Raw -2551540.073478 + Penalty 3275.373047 = -2548264.700432
  nChanged 2
		SP:Iteration 30Q (156621.860000 sec): 3 clusters
  Score: Raw -2551543.412014 + Penalty 3275.373047 = -2548268.038967
  nChanged 4
		SP:Iteration 31Q (156622.150000 sec): 3 clusters
  Score: Raw -2551547.549477 + Penalty 3275.373047 = -2548272.176430
  nChanged 1
		SP:Iteration 32Q (156622.450000 sec): 3 clusters
  Score: Raw -2551548.969762 + Penalty 3275.373047 = -2548273.596715
  nChanged 4
		SP:Iteration 33Q (156622.760000 sec): 3 clusters
  Score: Raw -2551554.922776 + Penalty 3275.373047 = -2548279.549730
  nChanged 3
		SP:Iteration 34Q (156623.030000 sec): 3 clusters
  Score: Raw -2551557.520616 + Penalty 3275.373047 = -2548282.147569
  nChanged 0
		SP:Iteration 35F (156623.390000 sec): 3 clusters
  Score: Raw -2551557.520616 + Penalty 3275.373047 = -2548282.147569
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156623.590000 sec): 2 clusters
  Score: Raw -2215414.481435 + Penalty 1628.051522 = -2213786.429913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156623.890000 sec): 3 clusters
  Score: Raw -2201916.895202 + Penalty 3256.103044 = -2198660.792158
  nChanged 10207
		SP:Iteration 1F (156624.180000 sec): 3 clusters
  Score: Raw -2207772.328430 + Penalty 3256.103044 = -2204516.225386
  nChanged 1307
		SP:Iteration 2F (156624.450000 sec): 3 clusters
  Score: Raw -2208441.002153 + Penalty 3256.103044 = -2205184.899109
  nChanged 1286
		SP:Iteration 3F (156624.790000 sec): 3 clusters
  Score: Raw -2209118.071295 + Penalty 3256.103044 = -2205861.968251
  nChanged 1331
		SP:Iteration 4F (156625.140000 sec): 3 clusters
  Score: Raw -2209868.688160 + Penalty 3256.103044 = -2206612.585116
  nChanged 1333
		SP:Iteration 5F (156625.430000 sec): 3 clusters
  Score: Raw -2210680.180012 + Penalty 3256.103044 = -2207424.076968
  nChanged 1364
		SP:Iteration 6F (156625.760000 sec): 3 clusters
  Score: Raw -2211604.065240 + Penalty 3256.103044 = -2208347.962196
  nChanged 1286
		SP:Iteration 7F (156626.070000 sec): 3 clusters
  Score: Raw -2212533.472796 + Penalty 3256.103044 = -2209277.369752
  nChanged 1115
		SP:Iteration 8Q (156626.400000 sec): 3 clusters
  Score: Raw -2213349.072122 + Penalty 3256.103044 = -2210092.969078
  nChanged 946
		SP:Iteration 9Q (156626.680000 sec): 3 clusters
  Score: Raw -2214084.555388 + Penalty 3256.103044 = -2210828.452344
  nChanged 711
		SP:Iteration 10Q (156627.050000 sec): 3 clusters
  Score: Raw -2214691.455041 + Penalty 3256.103044 = -2211435.351997
  nChanged 495
		SP:Iteration 11Q (156627.380000 sec): 3 clusters
  Score: Raw -2215100.157343 + Penalty 3256.103044 = -2211844.054299
  nChanged 330
		SP:Iteration 12Q (156627.680000 sec): 3 clusters
  Score: Raw -2215355.594968 + Penalty 3256.103044 = -2212099.491924
  nChanged 235
		SP:Iteration 13Q (156628.020000 sec): 3 clusters
  Score: Raw -2215512.544151 + Penalty 3256.103044 = -2212256.441107
  nChanged 180
		SP:Iteration 14Q (156628.280000 sec): 3 clusters
  Score: Raw -2215618.199401 + Penalty 3256.103044 = -2212362.096357
  nChanged 146
		SP:Iteration 15Q (156628.570000 sec): 3 clusters
  Score: Raw -2215704.856036 + Penalty 3256.103044 = -2212448.752992
  nChanged 114
		SP:Iteration 16Q (156628.830000 sec): 3 clusters
  Score: Raw -2215763.146530 + Penalty 3256.103044 = -2212507.043486
  nChanged 78
		SP:Iteration 17Q (156629.090000 sec): 3 clusters
  Score: Raw -2215798.499466 + Penalty 3256.103044 = -2212542.396422
  nChanged 54
		SP:Iteration 18Q (156629.390000 sec): 3 clusters
  Score: Raw -2215824.137433 + Penalty 3256.103044 = -2212568.034389
  nChanged 53
		SP:Iteration 19Q (156629.690000 sec): 3 clusters
  Score: Raw -2215848.231784 + Penalty 3256.103044 = -2212592.128740
  nChanged 48
		SP:Iteration 20F (156629.920000 sec): 3 clusters
  Score: Raw -2215866.288744 + Penalty 3256.103044 = -2212610.185700
  nChanged 34
		SP:Iteration 21Q (156630.200000 sec): 3 clusters
  Score: Raw -2215876.895910 + Penalty 3256.103044 = -2212620.792866
  nChanged 34
		SP:Iteration 22Q (156630.440000 sec): 3 clusters
  Score: Raw -2215891.252587 + Penalty 3256.103044 = -2212635.149543
  nChanged 28
		SP:Iteration 23Q (156630.730000 sec): 3 clusters
  Score: Raw -2215904.301111 + Penalty 3256.103044 = -2212648.198067
  nChanged 27
		SP:Iteration 24Q (156630.990000 sec): 3 clusters
  Score: Raw -2215916.390154 + Penalty 3256.103044 = -2212660.287110
  nChanged 27
		SP:Iteration 25Q (156631.190000 sec): 3 clusters
  Score: Raw -2215925.666529 + Penalty 3256.103044 = -2212669.563485
  nChanged 22
		SP:Iteration 26Q (156631.480000 sec): 3 clusters
  Score: Raw -2215934.247961 + Penalty 3256.103044 = -2212678.144917
  nChanged 17
		SP:Iteration 27Q (156631.710000 sec): 3 clusters
  Score: Raw -2215939.878770 + Penalty 3256.103044 = -2212683.775726
  nChanged 15
		SP:Iteration 28Q (156631.980000 sec): 3 clusters
  Score: Raw -2215945.631886 + Penalty 3256.103044 = -2212689.528842
  nChanged 17
		SP:Iteration 29Q (156632.250000 sec): 3 clusters
  Score: Raw -2215949.851089 + Penalty 3256.103044 = -2212693.748045
  nChanged 14
		SP:Iteration 30Q (156632.480000 sec): 3 clusters
  Score: Raw -2215954.615413 + Penalty 3256.103044 = -2212698.512369
  nChanged 9
		SP:Iteration 31Q (156632.760000 sec): 3 clusters
  Score: Raw -2215957.587190 + Penalty 3256.103044 = -2212701.484146
  nChanged 12
		SP:Iteration 32Q (156633.010000 sec): 3 clusters
  Score: Raw -2215961.627591 + Penalty 3256.103044 = -2212705.524547
  nChanged 7
		SP:Iteration 33Q (156633.280000 sec): 3 clusters
  Score: Raw -2215963.661270 + Penalty 3256.103044 = -2212707.558226
  nChanged 8
		SP:Iteration 34Q (156633.590000 sec): 3 clusters
  Score: Raw -2215964.927930 + Penalty 3256.103044 = -2212708.824886
  nChanged 2
		SP:Iteration 35Q (156633.900000 sec): 3 clusters
  Score: Raw -2215965.484945 + Penalty 3256.103044 = -2212709.381901
  nChanged 3
		SP:Iteration 36Q (156634.190000 sec): 3 clusters
  Score: Raw -2215966.120373 + Penalty 3256.103044 = -2212710.017329
  nChanged 0
		SP:Iteration 37F (156634.500000 sec): 3 clusters
  Score: Raw -2215966.120373 + Penalty 3256.103044 = -2212710.017329
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156634.660000 sec): 2 clusters
  Score: Raw -378326.710705 + Penalty 1346.600650 = -376980.110055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156634.850000 sec): 3 clusters
  Score: Raw -376405.952516 + Penalty 2693.201300 = -373712.751216
  nChanged 1556
		SP:Iteration 1F (156635.040000 sec): 3 clusters
  Score: Raw -377411.995110 + Penalty 2693.201300 = -374718.793810
  nChanged 362
		SP:Iteration 2F (156635.230000 sec): 3 clusters
  Score: Raw -377723.045121 + Penalty 2693.201300 = -375029.843821
  nChanged 301
		SP:Iteration 3F (156635.430000 sec): 3 clusters
  Score: Raw -377958.371677 + Penalty 2693.201300 = -375265.170377
  nChanged 241
		SP:Iteration 4F (156635.610000 sec): 3 clusters
  Score: Raw -378145.722580 + Penalty 2693.201300 = -375452.521280
  nChanged 199
		SP:Iteration 5F (156635.780000 sec): 3 clusters
  Score: Raw -378273.445472 + Penalty 2693.201300 = -375580.244172
  nChanged 167
		SP:Iteration 6Q (156635.950000 sec): 3 clusters
  Score: Raw -378384.692866 + Penalty 2693.201300 = -375691.491566
  nChanged 137
		SP:Iteration 7Q (156636.160000 sec): 3 clusters
  Score: Raw -378480.613256 + Penalty 2693.201300 = -375787.411956
  nChanged 127
		SP:Iteration 8Q (156636.330000 sec): 3 clusters
  Score: Raw -378574.912854 + Penalty 2693.201300 = -375881.711554
  nChanged 124
		SP:Iteration 9Q (156636.530000 sec): 3 clusters
  Score: Raw -378673.319374 + Penalty 2693.201300 = -375980.118074
  nChanged 108
		SP:Iteration 10Q (156636.710000 sec): 3 clusters
  Score: Raw -378754.139447 + Penalty 2693.201300 = -376060.938147
  nChanged 97
		SP:Iteration 11Q (156636.890000 sec): 3 clusters
  Score: Raw -378819.489035 + Penalty 2693.201300 = -376126.287735
  nChanged 81
		SP:Iteration 12Q (156637.030000 sec): 3 clusters
  Score: Raw -378864.297793 + Penalty 2693.201300 = -376171.096493
  nChanged 61
		SP:Iteration 13Q (156637.210000 sec): 3 clusters
  Score: Raw -378901.483551 + Penalty 2693.201300 = -376208.282251
  nChanged 58
		SP:Iteration 14Q (156637.390000 sec): 3 clusters
  Score: Raw -378932.014180 + Penalty 2693.201300 = -376238.812880
  nChanged 39
		SP:Iteration 15Q (156637.590000 sec): 3 clusters
  Score: Raw -378955.860577 + Penalty 2693.201300 = -376262.659277
  nChanged 40
		SP:Iteration 16Q (156637.730000 sec): 3 clusters
  Score: Raw -378975.000926 + Penalty 2693.201300 = -376281.799626
  nChanged 38
		SP:Iteration 17Q (156637.910000 sec): 3 clusters
  Score: Raw -378994.666290 + Penalty 2693.201300 = -376301.464990
  nChanged 28
		SP:Iteration 18Q (156638.080000 sec): 3 clusters
  Score: Raw -379006.027321 + Penalty 2693.201300 = -376312.826021
  nChanged 22
		SP:Iteration 19Q (156638.230000 sec): 3 clusters
  Score: Raw -379010.811441 + Penalty 2693.201300 = -376317.610141
  nChanged 13
		SP:Iteration 20F (156638.410000 sec): 3 clusters
  Score: Raw -379014.622504 + Penalty 2693.201300 = -376321.421204
  nChanged 9
		SP:Iteration 21Q (156638.610000 sec): 3 clusters
  Score: Raw -379017.443690 + Penalty 2693.201300 = -376324.242389
  nChanged 7
		SP:Iteration 22Q (156638.850000 sec): 3 clusters
  Score: Raw -379020.135141 + Penalty 2693.201300 = -376326.933841
  nChanged 10
		SP:Iteration 23Q (156639.070000 sec): 3 clusters
  Score: Raw -379023.146155 + Penalty 2693.201300 = -376329.944855
  nChanged 10
		SP:Iteration 24Q (156639.260000 sec): 3 clusters
  Score: Raw -379026.507108 + Penalty 2693.201300 = -376333.305808
  nChanged 10
		SP:Iteration 25Q (156639.530000 sec): 3 clusters
  Score: Raw -379028.489703 + Penalty 2693.201300 = -376335.288403
  nChanged 7
		SP:Iteration 26Q (156639.750000 sec): 3 clusters
  Score: Raw -379031.110248 + Penalty 2693.201300 = -376337.908947
  nChanged 11
		SP:Iteration 27Q (156639.940000 sec): 3 clusters
  Score: Raw -379033.602721 + Penalty 2693.201300 = -376340.401421
  nChanged 11
		SP:Iteration 28Q (156640.150000 sec): 3 clusters
  Score: Raw -379036.002149 + Penalty 2693.201300 = -376342.800849
  nChanged 9
		SP:Iteration 29Q (156640.390000 sec): 3 clusters
  Score: Raw -379040.138055 + Penalty 2693.201300 = -376346.936754
  nChanged 13
		SP:Iteration 30Q (156640.600000 sec): 3 clusters
  Score: Raw -379044.951109 + Penalty 2693.201300 = -376351.749809
  nChanged 11
		SP:Iteration 31Q (156640.790000 sec): 3 clusters
  Score: Raw -379048.404778 + Penalty 2693.201300 = -376355.203478
  nChanged 5
		SP:Iteration 32Q (156641.050000 sec): 3 clusters
  Score: Raw -379049.427106 + Penalty 2693.201300 = -376356.225806
  nChanged 5
		SP:Iteration 33Q (156641.280000 sec): 3 clusters
  Score: Raw -379051.574530 + Penalty 2693.201300 = -376358.373230
  nChanged 6
		SP:Iteration 34Q (156641.490000 sec): 3 clusters
  Score: Raw -379053.121569 + Penalty 2693.201300 = -376359.920269
  nChanged 4
		SP:Iteration 35Q (156641.670000 sec): 3 clusters
  Score: Raw -379054.441725 + Penalty 2693.201300 = -376361.240424
  nChanged 5
		SP:Iteration 36Q (156641.880000 sec): 3 clusters
  Score: Raw -379055.986207 + Penalty 2693.201300 = -376362.784907
  nChanged 4
		SP:Iteration 37Q (156642.120000 sec): 3 clusters
  Score: Raw -379057.229113 + Penalty 2693.201300 = -376364.027813
  nChanged 4
		SP:Iteration 38Q (156642.290000 sec): 3 clusters
  Score: Raw -379058.892461 + Penalty 2693.201300 = -376365.691161
  nChanged 3
		SP:Iteration 39Q (156642.510000 sec): 3 clusters
  Score: Raw -379060.196366 + Penalty 2693.201300 = -376366.995066
  nChanged 2
		SP:Iteration 40F (156642.670000 sec): 3 clusters
  Score: Raw -379060.501042 + Penalty 2693.201300 = -376367.299742
  nChanged 1
		SP:Iteration 41Q (156642.910000 sec): 3 clusters
  Score: Raw -379060.690559 + Penalty 2693.201300 = -376367.489259
  nChanged 0
		SP:Iteration 42F (156643.150000 sec): 3 clusters
  Score: Raw -379060.690559 + Penalty 2693.201300 = -376367.489259
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156643.240000 sec): 2 clusters
  Score: Raw -707739.357066 + Penalty 1441.231491 = -706298.125575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156643.510000 sec): 3 clusters
  Score: Raw -703979.081671 + Penalty 2882.462981 = -701096.618689
  nChanged 2965
		SP:Iteration 1F (156643.730000 sec): 3 clusters
  Score: Raw -705530.042531 + Penalty 2882.462981 = -702647.579550
  nChanged 447
		SP:Iteration 2F (156643.930000 sec): 3 clusters
  Score: Raw -705736.461779 + Penalty 2882.462981 = -702853.998797
  nChanged 354
		SP:Iteration 3Q (156644.140000 sec): 3 clusters
  Score: Raw -705879.115638 + Penalty 2882.462981 = -702996.652657
  nChanged 293
		SP:Iteration 4Q (156644.330000 sec): 3 clusters
  Score: Raw -706001.299524 + Penalty 2882.462981 = -703118.836543
  nChanged 255
		SP:Iteration 5Q (156644.530000 sec): 3 clusters
  Score: Raw -706115.490224 + Penalty 2882.462981 = -703233.027243
  nChanged 247
		SP:Iteration 6Q (156644.790000 sec): 3 clusters
  Score: Raw -706237.164996 + Penalty 2882.462981 = -703354.702015
  nChanged 267
		SP:Iteration 7Q (156645.030000 sec): 3 clusters
  Score: Raw -706370.716589 + Penalty 2882.462981 = -703488.253607
  nChanged 303
		SP:Iteration 8Q (156645.240000 sec): 3 clusters
  Score: Raw -706571.911787 + Penalty 2882.462981 = -703689.448806
  nChanged 363
		SP:Iteration 9F (156645.450000 sec): 3 clusters
  Score: Raw -706816.473186 + Penalty 2882.462981 = -703934.010204
  nChanged 353
		SP:Iteration 10Q (156645.680000 sec): 3 clusters
  Score: Raw -707025.452488 + Penalty 2882.462981 = -704142.989506
  nChanged 311
		SP:Iteration 11Q (156645.910000 sec): 3 clusters
  Score: Raw -707205.876720 + Penalty 2882.462981 = -704323.413738
  nChanged 274
		SP:Iteration 12Q (156646.170000 sec): 3 clusters
  Score: Raw -707366.218059 + Penalty 2882.462981 = -704483.755077
  nChanged 205
		SP:Iteration 13Q (156646.310000 sec): 3 clusters
  Score: Raw -707466.263084 + Penalty 2882.462981 = -704583.800102
  nChanged 165
		SP:Iteration 14Q (156646.510000 sec): 3 clusters
  Score: Raw -707538.075756 + Penalty 2882.462981 = -704655.612774
  nChanged 122
		SP:Iteration 15Q (156646.770000 sec): 3 clusters
  Score: Raw -707584.570978 + Penalty 2882.462981 = -704702.107997
  nChanged 108
		SP:Iteration 16Q (156646.950000 sec): 3 clusters
  Score: Raw -707621.255196 + Penalty 2882.462981 = -704738.792215
  nChanged 79
		SP:Iteration 17Q (156647.230000 sec): 3 clusters
  Score: Raw -707645.635977 + Penalty 2882.462981 = -704763.172995
  nChanged 77
		SP:Iteration 18Q (156647.470000 sec): 3 clusters
  Score: Raw -707673.743391 + Penalty 2882.462981 = -704791.280410
  nChanged 76
		SP:Iteration 19Q (156647.670000 sec): 3 clusters
  Score: Raw -707696.547971 + Penalty 2882.462981 = -704814.084989
  nChanged 63
		SP:Iteration 20F (156647.900000 sec): 3 clusters
  Score: Raw -707714.598638 + Penalty 2882.462981 = -704832.135656
  nChanged 44
		SP:Iteration 21Q (156648.110000 sec): 3 clusters
  Score: Raw -707726.981137 + Penalty 2882.462981 = -704844.518155
  nChanged 42
		SP:Iteration 22Q (156648.330000 sec): 3 clusters
  Score: Raw -707739.508598 + Penalty 2882.462981 = -704857.045616
  nChanged 40
		SP:Iteration 23Q (156648.590000 sec): 3 clusters
  Score: Raw -707752.761422 + Penalty 2882.462981 = -704870.298440
  nChanged 42
		SP:Iteration 24Q (156648.800000 sec): 3 clusters
  Score: Raw -707764.256616 + Penalty 2882.462981 = -704881.793635
  nChanged 46
		SP:Iteration 25Q (156649.050000 sec): 3 clusters
  Score: Raw -707778.836546 + Penalty 2882.462981 = -704896.373565
  nChanged 45
		SP:Iteration 26Q (156649.270000 sec): 3 clusters
  Score: Raw -707794.539058 + Penalty 2882.462981 = -704912.076076
  nChanged 46
		SP:Iteration 27Q (156649.460000 sec): 3 clusters
  Score: Raw -707808.667961 + Penalty 2882.462981 = -704926.204980
  nChanged 44
		SP:Iteration 28Q (156649.710000 sec): 3 clusters
  Score: Raw -707823.172400 + Penalty 2882.462981 = -704940.709418
  nChanged 37
		SP:Iteration 29Q (156649.900000 sec): 3 clusters
  Score: Raw -707833.991594 + Penalty 2882.462981 = -704951.528613
  nChanged 32
		SP:Iteration 30Q (156650.090000 sec): 3 clusters
  Score: Raw -707844.093076 + Penalty 2882.462981 = -704961.630094
  nChanged 38
		SP:Iteration 31Q (156650.280000 sec): 3 clusters
  Score: Raw -707857.482998 + Penalty 2882.462981 = -704975.020017
  nChanged 29
		SP:Iteration 32Q (156650.530000 sec): 3 clusters
  Score: Raw -707866.497878 + Penalty 2882.462981 = -704984.034896
  nChanged 38
		SP:Iteration 33Q (156650.810000 sec): 3 clusters
  Score: Raw -707878.788368 + Penalty 2882.462981 = -704996.325386
  nChanged 34
		SP:Iteration 34Q (156651.010000 sec): 3 clusters
  Score: Raw -707888.179940 + Penalty 2882.462981 = -705005.716958
  nChanged 36
		SP:Iteration 35Q (156651.250000 sec): 3 clusters
  Score: Raw -707901.602892 + Penalty 2882.462981 = -705019.139911
  nChanged 31
		SP:Iteration 36Q (156651.450000 sec): 3 clusters
  Score: Raw -707911.118111 + Penalty 2882.462981 = -705028.655129
  nChanged 27
		SP:Iteration 37Q (156651.640000 sec): 3 clusters
  Score: Raw -707919.194184 + Penalty 2882.462981 = -705036.731203
  nChanged 31
		SP:Iteration 38Q (156651.870000 sec): 3 clusters
  Score: Raw -707929.400708 + Penalty 2882.462981 = -705046.937727
  nChanged 31
		SP:Iteration 39Q (156652.090000 sec): 3 clusters
  Score: Raw -707939.898966 + Penalty 2882.462981 = -705057.435985
  nChanged 30
		SP:Iteration 40F (156652.360000 sec): 3 clusters
  Score: Raw -707949.420623 + Penalty 2882.462981 = -705066.957642
  nChanged 27
		SP:Iteration 41Q (156652.590000 sec): 3 clusters
  Score: Raw -707958.685949 + Penalty 2882.462981 = -705076.222968
  nChanged 24
		SP:Iteration 42Q (156652.800000 sec): 3 clusters
  Score: Raw -707967.332623 + Penalty 2882.462981 = -705084.869642
  nChanged 32
		SP:Iteration 43Q (156652.980000 sec): 3 clusters
  Score: Raw -707978.936547 + Penalty 2882.462981 = -705096.473566
  nChanged 27
		SP:Iteration 44Q (156653.210000 sec): 3 clusters
  Score: Raw -707988.119415 + Penalty 2882.462981 = -705105.656434
  nChanged 23
		SP:Iteration 45Q (156653.440000 sec): 3 clusters
  Score: Raw -707996.788934 + Penalty 2882.462981 = -705114.325953
  nChanged 21
		SP:Iteration 46Q (156653.670000 sec): 3 clusters
  Score: Raw -708005.266509 + Penalty 2882.462981 = -705122.803527
  nChanged 26
		SP:Iteration 47Q (156653.830000 sec): 3 clusters
  Score: Raw -708016.139126 + Penalty 2882.462981 = -705133.676145
  nChanged 24
		SP:Iteration 48Q (156654.020000 sec): 3 clusters
  Score: Raw -708024.870639 + Penalty 2882.462981 = -705142.407658
  nChanged 21
		SP:Iteration 49Q (156654.220000 sec): 3 clusters
  Score: Raw -708033.009997 + Penalty 2882.462981 = -705150.547015
  nChanged 19
		SP:Iteration 50Q (156654.440000 sec): 3 clusters
  Score: Raw -708040.530361 + Penalty 2882.462981 = -705158.067379
  nChanged 16
		SP:Iteration 51Q (156654.660000 sec): 3 clusters
  Score: Raw -708046.542643 + Penalty 2882.462981 = -705164.079661
  nChanged 21
		SP:Iteration 52Q (156654.860000 sec): 3 clusters
  Score: Raw -708054.849300 + Penalty 2882.462981 = -705172.386319
  nChanged 16
		SP:Iteration 53Q (156655.120000 sec): 3 clusters
  Score: Raw -708062.615171 + Penalty 2882.462981 = -705180.152189
  nChanged 18
		SP:Iteration 54Q (156655.330000 sec): 3 clusters
  Score: Raw -708069.546522 + Penalty 2882.462981 = -705187.083541
  nChanged 17
		SP:Iteration 55Q (156655.520000 sec): 3 clusters
  Score: Raw -708077.665441 + Penalty 2882.462981 = -705195.202459
  nChanged 13
		SP:Iteration 56Q (156655.780000 sec): 3 clusters
  Score: Raw -708084.791416 + Penalty 2882.462981 = -705202.328435
  nChanged 15
		SP:Iteration 57Q (156655.980000 sec): 3 clusters
  Score: Raw -708091.274786 + Penalty 2882.462981 = -705208.811805
  nChanged 20
		SP:Iteration 58Q (156656.160000 sec): 3 clusters
  Score: Raw -708100.452149 + Penalty 2882.462981 = -705217.989168
  nChanged 15
		SP:Iteration 59Q (156656.350000 sec): 3 clusters
  Score: Raw -708108.221299 + Penalty 2882.462981 = -705225.758318
  nChanged 15
		SP:Iteration 60F (156656.610000 sec): 3 clusters
  Score: Raw -708114.794566 + Penalty 2882.462981 = -705232.331585
  nChanged 20
		SP:Iteration 61Q (156656.800000 sec): 3 clusters
  Score: Raw -708122.312221 + Penalty 2882.462981 = -705239.849240
  nChanged 14
		SP:Iteration 62Q (156656.980000 sec): 3 clusters
  Score: Raw -708128.632076 + Penalty 2882.462981 = -705246.169095
  nChanged 14
		SP:Iteration 63Q (156657.170000 sec): 3 clusters
  Score: Raw -708133.210649 + Penalty 2882.462981 = -705250.747667
  nChanged 7
		SP:Iteration 64Q (156657.420000 sec): 3 clusters
  Score: Raw -708135.118248 + Penalty 2882.462981 = -705252.655267
  nChanged 7
		SP:Iteration 65Q (156657.630000 sec): 3 clusters
  Score: Raw -708139.017893 + Penalty 2882.462981 = -705256.554912
  nChanged 12
		SP:Iteration 66Q (156657.850000 sec): 3 clusters
  Score: Raw -708144.519738 + Penalty 2882.462981 = -705262.056756
  nChanged 12
		SP:Iteration 67Q (156658.020000 sec): 3 clusters
  Score: Raw -708152.102897 + Penalty 2882.462981 = -705269.639915
  nChanged 10
		SP:Iteration 68Q (156658.260000 sec): 3 clusters
  Score: Raw -708155.355823 + Penalty 2882.462981 = -705272.892842
  nChanged 3
		SP:Iteration 69Q (156658.490000 sec): 3 clusters
  Score: Raw -708156.351805 + Penalty 2882.462981 = -705273.888823
  nChanged 3
		SP:Iteration 70Q (156658.700000 sec): 3 clusters
  Score: Raw -708157.249238 + Penalty 2882.462981 = -705274.786256
  nChanged 3
		SP:Iteration 71Q (156658.930000 sec): 3 clusters
  Score: Raw -708158.252800 + Penalty 2882.462981 = -705275.789818
  nChanged 2
		SP:Iteration 72Q (156659.130000 sec): 3 clusters
  Score: Raw -708158.883891 + Penalty 2882.462981 = -705276.420910
  nChanged 1
		SP:Iteration 73Q (156659.350000 sec): 3 clusters
  Score: Raw -708159.493666 + Penalty 2882.462981 = -705277.030685
  nChanged 3
		SP:Iteration 74Q (156659.580000 sec): 3 clusters
  Score: Raw -708160.954169 + Penalty 2882.462981 = -705278.491188
  nChanged 4
		SP:Iteration 75Q (156659.780000 sec): 3 clusters
  Score: Raw -708162.333819 + Penalty 2882.462981 = -705279.870837
  nChanged 2
		SP:Iteration 76Q (156660.020000 sec): 3 clusters
  Score: Raw -708162.861948 + Penalty 2882.462981 = -705280.398967
  nChanged 0
		SP:Iteration 77F (156660.260000 sec): 3 clusters
  Score: Raw -708162.861948 + Penalty 2882.462981 = -705280.398967
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156660.430000 sec): 2 clusters
  Score: Raw -1511920.806317 + Penalty 1554.563596 = -1510366.242721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156660.640000 sec): 3 clusters
  Score: Raw -1503583.587810 + Penalty 3109.127192 = -1500474.460618
  nChanged 6248
		SP:Iteration 1F (156660.890000 sec): 3 clusters
  Score: Raw -1506825.516027 + Penalty 3109.127192 = -1503716.388835
  nChanged 751
		SP:Iteration 2F (156661.160000 sec): 3 clusters
  Score: Raw -1507133.492318 + Penalty 3109.127192 = -1504024.365127
  nChanged 730
		SP:Iteration 3F (156661.430000 sec): 3 clusters
  Score: Raw -1507436.591934 + Penalty 3109.127192 = -1504327.464743
  nChanged 739
		SP:Iteration 4F (156661.640000 sec): 3 clusters
  Score: Raw -1507790.583038 + Penalty 3109.127192 = -1504681.455846
  nChanged 843
		SP:Iteration 5F (156661.900000 sec): 3 clusters
  Score: Raw -1508237.698446 + Penalty 3109.127192 = -1505128.571254
  nChanged 851
		SP:Iteration 6F (156662.120000 sec): 3 clusters
  Score: Raw -1508728.294003 + Penalty 3109.127192 = -1505619.166811
  nChanged 840
		SP:Iteration 7F (156662.380000 sec): 3 clusters
  Score: Raw -1509230.342648 + Penalty 3109.127192 = -1506121.215456
  nChanged 754
		SP:Iteration 8F (156662.630000 sec): 3 clusters
  Score: Raw -1509646.474413 + Penalty 3109.127192 = -1506537.347221
  nChanged 656
		SP:Iteration 9Q (156662.890000 sec): 3 clusters
  Score: Raw -1509998.693514 + Penalty 3109.127192 = -1506889.566322
  nChanged 524
		SP:Iteration 10Q (156663.120000 sec): 3 clusters
  Score: Raw -1510254.813373 + Penalty 3109.127192 = -1507145.686182
  nChanged 394
		SP:Iteration 11Q (156663.340000 sec): 3 clusters
  Score: Raw -1510440.362759 + Penalty 3109.127192 = -1507331.235567
  nChanged 326
		SP:Iteration 12Q (156663.630000 sec): 3 clusters
  Score: Raw -1510557.098030 + Penalty 3109.127192 = -1507447.970838
  nChanged 213
		SP:Iteration 13Q (156663.860000 sec): 3 clusters
  Score: Raw -1510607.843180 + Penalty 3109.127192 = -1507498.715988
  nChanged 141
		SP:Iteration 14Q (156664.160000 sec): 3 clusters
  Score: Raw -1510633.975512 + Penalty 3109.127192 = -1507524.848320
  nChanged 98
		SP:Iteration 15Q (156664.420000 sec): 3 clusters
  Score: Raw -1510653.605942 + Penalty 3109.127192 = -1507544.478750
  nChanged 91
		SP:Iteration 16Q (156664.680000 sec): 3 clusters
  Score: Raw -1510671.620105 + Penalty 3109.127192 = -1507562.492913
  nChanged 72
		SP:Iteration 17Q (156664.980000 sec): 3 clusters
  Score: Raw -1510681.768242 + Penalty 3109.127192 = -1507572.641050
  nChanged 46
		SP:Iteration 18Q (156665.260000 sec): 3 clusters
  Score: Raw -1510687.192806 + Penalty 3109.127192 = -1507578.065615
  nChanged 28
		SP:Iteration 19Q (156665.520000 sec): 3 clusters
  Score: Raw -1510691.345863 + Penalty 3109.127192 = -1507582.218672
  nChanged 27
		SP:Iteration 20F (156665.760000 sec): 3 clusters
  Score: Raw -1510694.429160 + Penalty 3109.127192 = -1507585.301968
  nChanged 19
		SP:Iteration 21Q (156666.040000 sec): 3 clusters
  Score: Raw -1510696.038239 + Penalty 3109.127192 = -1507586.911047
  nChanged 10
		SP:Iteration 22Q (156666.290000 sec): 3 clusters
  Score: Raw -1510696.831461 + Penalty 3109.127192 = -1507587.704269
  nChanged 7
		SP:Iteration 23Q (156666.510000 sec): 3 clusters
  Score: Raw -1510697.534152 + Penalty 3109.127192 = -1507588.406960
  nChanged 9
		SP:Iteration 24Q (156666.810000 sec): 3 clusters
  Score: Raw -1510698.371312 + Penalty 3109.127192 = -1507589.244120
  nChanged 9
		SP:Iteration 25Q (156667.110000 sec): 3 clusters
  Score: Raw -1510699.487620 + Penalty 3109.127192 = -1507590.360428
  nChanged 7
		SP:Iteration 26Q (156667.400000 sec): 3 clusters
  Score: Raw -1510700.247916 + Penalty 3109.127192 = -1507591.120725
  nChanged 8
		SP:Iteration 27Q (156667.650000 sec): 3 clusters
  Score: Raw -1510701.094130 + Penalty 3109.127192 = -1507591.966938
  nChanged 11
		SP:Iteration 28Q (156667.900000 sec): 3 clusters
  Score: Raw -1510702.030583 + Penalty 3109.127192 = -1507592.903392
  nChanged 7
		SP:Iteration 29Q (156668.130000 sec): 3 clusters
  Score: Raw -1510702.712195 + Penalty 3109.127192 = -1507593.585003
  nChanged 8
		SP:Iteration 30Q (156668.390000 sec): 3 clusters
  Score: Raw -1510703.415661 + Penalty 3109.127192 = -1507594.288469
  nChanged 5
		SP:Iteration 31Q (156668.670000 sec): 3 clusters
  Score: Raw -1510703.807094 + Penalty 3109.127192 = -1507594.679902
  nChanged 2
		SP:Iteration 32Q (156668.890000 sec): 3 clusters
  Score: Raw -1510704.023797 + Penalty 3109.127192 = -1507594.896605
  nChanged 4
		SP:Iteration 33Q (156669.130000 sec): 3 clusters
  Score: Raw -1510704.316103 + Penalty 3109.127192 = -1507595.188911
  nChanged 2
		SP:Iteration 34Q (156669.310000 sec): 3 clusters
  Score: Raw -1510704.525219 + Penalty 3109.127192 = -1507595.398027
  nChanged 1
		SP:Iteration 35Q (156669.550000 sec): 3 clusters
  Score: Raw -1510704.557219 + Penalty 3109.127192 = -1507595.430027
  nChanged 0
		SP:Iteration 36F (156669.770000 sec): 3 clusters
  Score: Raw -1510704.557219 + Penalty 3109.127192 = -1507595.430027
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156669.960000 sec): 2 clusters
  Score: Raw -2304792.128255 + Penalty 1615.971100 = -2303176.157155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156670.250000 sec): 3 clusters
  Score: Raw -2292282.770701 + Penalty 3231.942200 = -2289050.828500
  nChanged 9376
		SP:Iteration 1F (156670.510000 sec): 3 clusters
  Score: Raw -2297204.253892 + Penalty 3231.942200 = -2293972.311692
  nChanged 1001
		SP:Iteration 2Q (156670.790000 sec): 3 clusters
  Score: Raw -2297521.229355 + Penalty 3231.942200 = -2294289.287155
  nChanged 891
		SP:Iteration 3Q (156671.080000 sec): 3 clusters
  Score: Raw -2297788.400838 + Penalty 3231.942200 = -2294556.458638
  nChanged 771
		SP:Iteration 4Q (156671.340000 sec): 3 clusters
  Score: Raw -2298021.752594 + Penalty 3231.942200 = -2294789.810394
  nChanged 739
		SP:Iteration 5Q (156671.660000 sec): 3 clusters
  Score: Raw -2298250.812219 + Penalty 3231.942200 = -2295018.870019
  nChanged 730
		SP:Iteration 6Q (156671.970000 sec): 3 clusters
  Score: Raw -2298489.226135 + Penalty 3231.942200 = -2295257.283935
  nChanged 784
		SP:Iteration 7Q (156672.230000 sec): 3 clusters
  Score: Raw -2298787.218221 + Penalty 3231.942200 = -2295555.276021
  nChanged 861
		SP:Iteration 8Q (156672.510000 sec): 3 clusters
  Score: Raw -2299200.037122 + Penalty 3231.942200 = -2295968.094922
  nChanged 993
		SP:Iteration 9Q (156672.750000 sec): 3 clusters
  Score: Raw -2299794.683847 + Penalty 3231.942200 = -2296562.741647
  nChanged 1070
		SP:Iteration 10F (156673.020000 sec): 3 clusters
  Score: Raw -2300549.857258 + Penalty 3231.942200 = -2297317.915058
  nChanged 1099
		SP:Iteration 11F (156673.310000 sec): 3 clusters
  Score: Raw -2301411.715935 + Penalty 3231.942200 = -2298179.773735
  nChanged 1067
		SP:Iteration 12F (156673.570000 sec): 3 clusters
  Score: Raw -2302277.632815 + Penalty 3231.942200 = -2299045.690614
  nChanged 872
		SP:Iteration 13Q (156673.820000 sec): 3 clusters
  Score: Raw -2302991.032989 + Penalty 3231.942200 = -2299759.090789
  nChanged 705
		SP:Iteration 14Q (156674.140000 sec): 3 clusters
  Score: Raw -2303526.555814 + Penalty 3231.942200 = -2300294.613614
  nChanged 520
		SP:Iteration 15Q (156674.420000 sec): 3 clusters
  Score: Raw -2303919.161619 + Penalty 3231.942200 = -2300687.219419
  nChanged 411
		SP:Iteration 16Q (156674.610000 sec): 3 clusters
  Score: Raw -2304240.961638 + Penalty 3231.942200 = -2301009.019438
  nChanged 285
		SP:Iteration 17Q (156674.860000 sec): 3 clusters
  Score: Raw -2304465.547424 + Penalty 3231.942200 = -2301233.605223
  nChanged 205
		SP:Iteration 18Q (156675.120000 sec): 3 clusters
  Score: Raw -2304634.741205 + Penalty 3231.942200 = -2301402.799005
  nChanged 128
		SP:Iteration 19Q (156675.360000 sec): 3 clusters
  Score: Raw -2304744.079246 + Penalty 3231.942200 = -2301512.137046
  nChanged 83
		SP:Iteration 20F (156675.630000 sec): 3 clusters
  Score: Raw -2304816.208242 + Penalty 3231.942200 = -2301584.266042
  nChanged 59
		SP:Iteration 21Q (156675.890000 sec): 3 clusters
  Score: Raw -2304865.928788 + Penalty 3231.942200 = -2301633.986588
  nChanged 38
		SP:Iteration 22Q (156676.070000 sec): 3 clusters
  Score: Raw -2304901.818432 + Penalty 3231.942200 = -2301669.876232
  nChanged 23
		SP:Iteration 23Q (156676.370000 sec): 3 clusters
  Score: Raw -2304924.784747 + Penalty 3231.942200 = -2301692.842547
  nChanged 22
		SP:Iteration 24Q (156676.590000 sec): 3 clusters
  Score: Raw -2304945.924315 + Penalty 3231.942200 = -2301713.982115
  nChanged 17
		SP:Iteration 25Q (156676.780000 sec): 3 clusters
  Score: Raw -2304966.888463 + Penalty 3231.942200 = -2301734.946263
  nChanged 17
		SP:Iteration 26Q (156677.010000 sec): 3 clusters
  Score: Raw -2304984.597809 + Penalty 3231.942200 = -2301752.655609
  nChanged 9
		SP:Iteration 27Q (156677.250000 sec): 3 clusters
  Score: Raw -2304993.271736 + Penalty 3231.942200 = -2301761.329536
  nChanged 4
		SP:Iteration 28Q (156677.500000 sec): 3 clusters
  Score: Raw -2304998.105539 + Penalty 3231.942200 = -2301766.163339
  nChanged 1
		SP:Iteration 29Q (156677.760000 sec): 3 clusters
  Score: Raw -2304998.980793 + Penalty 3231.942200 = -2301767.038593
  nChanged 3
		SP:Iteration 30Q (156678.000000 sec): 3 clusters
  Score: Raw -2305002.760479 + Penalty 3231.942200 = -2301770.818278
  nChanged 4
		SP:Iteration 31Q (156678.280000 sec): 3 clusters
  Score: Raw -2305007.959163 + Penalty 3231.942200 = -2301776.016962
  nChanged 3
		SP:Iteration 32Q (156678.540000 sec): 3 clusters
  Score: Raw -2305010.700212 + Penalty 3231.942200 = -2301778.758012
  nChanged 2
		SP:Iteration 33Q (156678.730000 sec): 3 clusters
  Score: Raw -2305013.430448 + Penalty 3231.942200 = -2301781.488248
  nChanged 4
		SP:Iteration 34Q (156679.020000 sec): 3 clusters
  Score: Raw -2305017.473773 + Penalty 3231.942200 = -2301785.531573
  nChanged 3
		SP:Iteration 35Q (156679.280000 sec): 3 clusters
  Score: Raw -2305020.708677 + Penalty 3231.942200 = -2301788.766477
  nChanged 2
		SP:Iteration 36Q (156679.510000 sec): 3 clusters
  Score: Raw -2305024.683834 + Penalty 3231.942200 = -2301792.741634
  nChanged 1
		SP:Iteration 37Q (156679.760000 sec): 3 clusters
  Score: Raw -2305025.766159 + Penalty 3231.942200 = -2301793.823959
  nChanged 0
		SP:Iteration 38F (156680.080000 sec): 3 clusters
  Score: Raw -2305025.766159 + Penalty 3231.942200 = -2301793.823959
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156680.180000 sec): 2 clusters
  Score: Raw -406413.964258 + Penalty 1356.290791 = -405057.673466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156680.370000 sec): 3 clusters
  Score: Raw -404271.899967 + Penalty 2712.581583 = -401559.318385
  nChanged 1656
		SP:Iteration 1F (156680.540000 sec): 3 clusters
  Score: Raw -405313.406231 + Penalty 2712.581583 = -402600.824648
  nChanged 337
		SP:Iteration 2F (156680.710000 sec): 3 clusters
  Score: Raw -405578.563587 + Penalty 2712.581583 = -402865.982004
  nChanged 274
		SP:Iteration 3F (156680.920000 sec): 3 clusters
  Score: Raw -405773.344248 + Penalty 2712.581583 = -403060.762665
  nChanged 207
		SP:Iteration 4Q (156681.090000 sec): 3 clusters
  Score: Raw -405900.400210 + Penalty 2712.581583 = -403187.818628
  nChanged 164
		SP:Iteration 5Q (156681.290000 sec): 3 clusters
  Score: Raw -405993.505724 + Penalty 2712.581583 = -403280.924141
  nChanged 136
		SP:Iteration 6Q (156681.460000 sec): 3 clusters
  Score: Raw -406061.964602 + Penalty 2712.581583 = -403349.383019
  nChanged 106
		SP:Iteration 7Q (156681.700000 sec): 3 clusters
  Score: Raw -406114.831400 + Penalty 2712.581583 = -403402.249817
  nChanged 77
		SP:Iteration 8Q (156681.890000 sec): 3 clusters
  Score: Raw -406152.659307 + Penalty 2712.581583 = -403440.077724
  nChanged 79
		SP:Iteration 9Q (156682.040000 sec): 3 clusters
  Score: Raw -406207.472977 + Penalty 2712.581583 = -403494.891394
  nChanged 98
		SP:Iteration 10Q (156682.230000 sec): 3 clusters
  Score: Raw -406276.896232 + Penalty 2712.581583 = -403564.314649
  nChanged 108
		SP:Iteration 11Q (156682.420000 sec): 3 clusters
  Score: Raw -406362.153104 + Penalty 2712.581583 = -403649.571521
  nChanged 122
		SP:Iteration 12Q (156682.620000 sec): 3 clusters
  Score: Raw -406458.411471 + Penalty 2712.581583 = -403745.829888
  nChanged 130
		SP:Iteration 13Q (156682.740000 sec): 3 clusters
  Score: Raw -406562.439341 + Penalty 2712.581583 = -403849.857758
  nChanged 135
		SP:Iteration 14Q (156682.930000 sec): 3 clusters
  Score: Raw -406665.005892 + Penalty 2712.581583 = -403952.424309
  nChanged 113
		SP:Iteration 15Q (156683.150000 sec): 3 clusters
  Score: Raw -406747.460822 + Penalty 2712.581583 = -404034.879239
  nChanged 114
		SP:Iteration 16Q (156683.300000 sec): 3 clusters
  Score: Raw -406821.828304 + Penalty 2712.581583 = -404109.246722
  nChanged 97
		SP:Iteration 17Q (156683.450000 sec): 3 clusters
  Score: Raw -406889.641928 + Penalty 2712.581583 = -404177.060345
  nChanged 83
		SP:Iteration 18Q (156683.620000 sec): 3 clusters
  Score: Raw -406949.870882 + Penalty 2712.581583 = -404237.289299
  nChanged 82
		SP:Iteration 19Q (156683.840000 sec): 3 clusters
  Score: Raw -407033.428274 + Penalty 2712.581583 = -404320.846691
  nChanged 95
		SP:Iteration 20F (156684.020000 sec): 3 clusters
  Score: Raw -407121.329249 + Penalty 2712.581583 = -404408.747666
  nChanged 71
		SP:Iteration 21Q (156684.210000 sec): 3 clusters
  Score: Raw -407181.514232 + Penalty 2712.581583 = -404468.932649
  nChanged 66
		SP:Iteration 22Q (156684.390000 sec): 3 clusters
  Score: Raw -407232.307231 + Penalty 2712.581583 = -404519.725648
  nChanged 59
		SP:Iteration 23Q (156684.600000 sec): 3 clusters
  Score: Raw -407273.391510 + Penalty 2712.581583 = -404560.809927
  nChanged 50
		SP:Iteration 24Q (156684.800000 sec): 3 clusters
  Score: Raw -407303.433019 + Penalty 2712.581583 = -404590.851436
  nChanged 42
		SP:Iteration 25Q (156685.020000 sec): 3 clusters
  Score: Raw -407327.414885 + Penalty 2712.581583 = -404614.833302
  nChanged 33
		SP:Iteration 26Q (156685.200000 sec): 3 clusters
  Score: Raw -407345.067388 + Penalty 2712.581583 = -404632.485805
  nChanged 19
		SP:Iteration 27Q (156685.360000 sec): 3 clusters
  Score: Raw -407352.824496 + Penalty 2712.581583 = -404640.242913
  nChanged 15
		SP:Iteration 28Q (156685.580000 sec): 3 clusters
  Score: Raw -407357.736679 + Penalty 2712.581583 = -404645.155096
  nChanged 14
		SP:Iteration 29Q (156685.760000 sec): 3 clusters
  Score: Raw -407362.499881 + Penalty 2712.581583 = -404649.918298
  nChanged 8
		SP:Iteration 30Q (156685.920000 sec): 3 clusters
  Score: Raw -407365.343791 + Penalty 2712.581583 = -404652.762209
  nChanged 8
		SP:Iteration 31Q (156686.120000 sec): 3 clusters
  Score: Raw -407367.209121 + Penalty 2712.581583 = -404654.627539
  nChanged 4
		SP:Iteration 32Q (156686.320000 sec): 3 clusters
  Score: Raw -407368.507171 + Penalty 2712.581583 = -404655.925588
  nChanged 3
		SP:Iteration 33Q (156686.540000 sec): 3 clusters
  Score: Raw -407369.045832 + Penalty 2712.581583 = -404656.464249
  nChanged 2
		SP:Iteration 34Q (156686.740000 sec): 3 clusters
  Score: Raw -407369.562623 + Penalty 2712.581583 = -404656.981040
  nChanged 4
		SP:Iteration 35Q (156686.930000 sec): 3 clusters
  Score: Raw -407370.691439 + Penalty 2712.581583 = -404658.109856
  nChanged 2
		SP:Iteration 36Q (156687.180000 sec): 3 clusters
  Score: Raw -407372.104557 + Penalty 2712.581583 = -404659.522974
  nChanged 3
		SP:Iteration 37Q (156687.370000 sec): 3 clusters
  Score: Raw -407372.701895 + Penalty 2712.581583 = -404660.120312
  nChanged 1
		SP:Iteration 38Q (156687.540000 sec): 3 clusters
  Score: Raw -407372.808278 + Penalty 2712.581583 = -404660.226696
  nChanged 0
		SP:Iteration 39F (156687.730000 sec): 3 clusters
  Score: Raw -407372.808278 + Penalty 2712.581583 = -404660.226696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156687.890000 sec): 2 clusters
  Score: Raw -1196465.584857 + Penalty 1515.877821 = -1194949.707036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156688.120000 sec): 3 clusters
  Score: Raw -1190010.416902 + Penalty 3031.755642 = -1186978.661260
  nChanged 4964
		SP:Iteration 1F (156688.370000 sec): 3 clusters
  Score: Raw -1192737.465991 + Penalty 3031.755642 = -1189705.710349
  nChanged 671
		SP:Iteration 2F (156688.570000 sec): 3 clusters
  Score: Raw -1193025.372817 + Penalty 3031.755642 = -1189993.617174
  nChanged 581
		SP:Iteration 3F (156688.820000 sec): 3 clusters
  Score: Raw -1193272.673132 + Penalty 3031.755642 = -1190240.917490
  nChanged 507
		SP:Iteration 4Q (156689.080000 sec): 3 clusters
  Score: Raw -1193478.711897 + Penalty 3031.755642 = -1190446.956255
  nChanged 480
		SP:Iteration 5Q (156689.280000 sec): 3 clusters
  Score: Raw -1193709.112574 + Penalty 3031.755642 = -1190677.356931
  nChanged 494
		SP:Iteration 6Q (156689.490000 sec): 3 clusters
  Score: Raw -1193982.293379 + Penalty 3031.755642 = -1190950.537737
  nChanged 530
		SP:Iteration 7Q (156689.710000 sec): 3 clusters
  Score: Raw -1194289.504735 + Penalty 3031.755642 = -1191257.749092
  nChanged 528
		SP:Iteration 8Q (156689.930000 sec): 3 clusters
  Score: Raw -1194605.673207 + Penalty 3031.755642 = -1191573.917565
  nChanged 515
		SP:Iteration 9Q (156690.170000 sec): 3 clusters
  Score: Raw -1194935.011415 + Penalty 3031.755642 = -1191903.255773
  nChanged 462
		SP:Iteration 10Q (156690.400000 sec): 3 clusters
  Score: Raw -1195233.794917 + Penalty 3031.755642 = -1192202.039274
  nChanged 416
		SP:Iteration 11Q (156690.600000 sec): 3 clusters
  Score: Raw -1195511.389374 + Penalty 3031.755642 = -1192479.633732
  nChanged 345
		SP:Iteration 12Q (156690.810000 sec): 3 clusters
  Score: Raw -1195736.975918 + Penalty 3031.755642 = -1192705.220276
  nChanged 283
		SP:Iteration 13Q (156690.980000 sec): 3 clusters
  Score: Raw -1195942.415904 + Penalty 3031.755642 = -1192910.660261
  nChanged 244
		SP:Iteration 14Q (156691.200000 sec): 3 clusters
  Score: Raw -1196124.631326 + Penalty 3031.755642 = -1193092.875683
  nChanged 184
		SP:Iteration 15Q (156691.410000 sec): 3 clusters
  Score: Raw -1196252.481223 + Penalty 3031.755642 = -1193220.725580
  nChanged 140
		SP:Iteration 16Q (156691.640000 sec): 3 clusters
  Score: Raw -1196347.114533 + Penalty 3031.755642 = -1193315.358890
  nChanged 118
		SP:Iteration 17Q (156691.870000 sec): 3 clusters
  Score: Raw -1196424.548018 + Penalty 3031.755642 = -1193392.792375
  nChanged 98
		SP:Iteration 18Q (156692.070000 sec): 3 clusters
  Score: Raw -1196492.276382 + Penalty 3031.755642 = -1193460.520740
  nChanged 94
		SP:Iteration 19Q (156692.240000 sec): 3 clusters
  Score: Raw -1196555.112203 + Penalty 3031.755642 = -1193523.356560
  nChanged 73
		SP:Iteration 20F (156692.470000 sec): 3 clusters
  Score: Raw -1196591.990188 + Penalty 3031.755642 = -1193560.234545
  nChanged 51
		SP:Iteration 21Q (156692.690000 sec): 3 clusters
  Score: Raw -1196621.153207 + Penalty 3031.755642 = -1193589.397565
  nChanged 45
		SP:Iteration 22Q (156692.930000 sec): 3 clusters
  Score: Raw -1196641.831520 + Penalty 3031.755642 = -1193610.075878
  nChanged 36
		SP:Iteration 23Q (156693.200000 sec): 3 clusters
  Score: Raw -1196658.507773 + Penalty 3031.755642 = -1193626.752130
  nChanged 26
		SP:Iteration 24Q (156693.480000 sec): 3 clusters
  Score: Raw -1196670.995788 + Penalty 3031.755642 = -1193639.240146
  nChanged 24
		SP:Iteration 25Q (156693.730000 sec): 3 clusters
  Score: Raw -1196679.927881 + Penalty 3031.755642 = -1193648.172238
  nChanged 15
		SP:Iteration 26Q (156694.020000 sec): 3 clusters
  Score: Raw -1196684.873125 + Penalty 3031.755642 = -1193653.117483
  nChanged 9
		SP:Iteration 27Q (156694.280000 sec): 3 clusters
  Score: Raw -1196688.117698 + Penalty 3031.755642 = -1193656.362055
  nChanged 11
		SP:Iteration 28Q (156694.610000 sec): 3 clusters
  Score: Raw -1196694.574336 + Penalty 3031.755642 = -1193662.818694
  nChanged 10
		SP:Iteration 29Q (156694.860000 sec): 3 clusters
  Score: Raw -1196700.808364 + Penalty 3031.755642 = -1193669.052722
  nChanged 15
		SP:Iteration 30Q (156695.060000 sec): 3 clusters
  Score: Raw -1196708.305534 + Penalty 3031.755642 = -1193676.549892
  nChanged 9
		SP:Iteration 31Q (156695.320000 sec): 3 clusters
  Score: Raw -1196712.420211 + Penalty 3031.755642 = -1193680.664568
  nChanged 5
		SP:Iteration 32Q (156695.520000 sec): 3 clusters
  Score: Raw -1196713.896692 + Penalty 3031.755642 = -1193682.141049
  nChanged 5
		SP:Iteration 33Q (156695.710000 sec): 3 clusters
  Score: Raw -1196715.406674 + Penalty 3031.755642 = -1193683.651031
  nChanged 3
		SP:Iteration 34Q (156695.900000 sec): 3 clusters
  Score: Raw -1196716.334427 + Penalty 3031.755642 = -1193684.578785
  nChanged 2
		SP:Iteration 35Q (156696.110000 sec): 3 clusters
  Score: Raw -1196717.112671 + Penalty 3031.755642 = -1193685.357028
  nChanged 3
		SP:Iteration 36Q (156696.300000 sec): 3 clusters
  Score: Raw -1196717.794558 + Penalty 3031.755642 = -1193686.038915
  nChanged 2
		SP:Iteration 37Q (156696.520000 sec): 3 clusters
  Score: Raw -1196718.366073 + Penalty 3031.755642 = -1193686.610430
  nChanged 1
		SP:Iteration 38Q (156696.720000 sec): 3 clusters
  Score: Raw -1196719.105403 + Penalty 3031.755642 = -1193687.349760
  nChanged 4
		SP:Iteration 39Q (156696.910000 sec): 3 clusters
  Score: Raw -1196720.667854 + Penalty 3031.755642 = -1193688.912212
  nChanged 7
		SP:Iteration 40F (156697.140000 sec): 3 clusters
  Score: Raw -1196725.030456 + Penalty 3031.755642 = -1193693.274814
  nChanged 8
		SP:Iteration 41Q (156697.390000 sec): 3 clusters
  Score: Raw -1196728.550430 + Penalty 3031.755642 = -1193696.794788
  nChanged 6
		SP:Iteration 42Q (156697.590000 sec): 3 clusters
  Score: Raw -1196729.883025 + Penalty 3031.755642 = -1193698.127383
  nChanged 0
		SP:Iteration 43F (156697.780000 sec): 3 clusters
  Score: Raw -1196729.883025 + Penalty 3031.755642 = -1193698.127383
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156697.880000 sec): 2 clusters
  Score: Raw -488600.010478 + Penalty 1364.338479 = -487235.671999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156698.070000 sec): 3 clusters
  Score: Raw -486290.176963 + Penalty 2728.676959 = -483561.500004
  nChanged 1772
		SP:Iteration 1F (156698.210000 sec): 3 clusters
  Score: Raw -487230.924247 + Penalty 2728.676959 = -484502.247288
  nChanged 333
		SP:Iteration 2F (156698.370000 sec): 3 clusters
  Score: Raw -487414.026470 + Penalty 2728.676959 = -484685.349511
  nChanged 239
		SP:Iteration 3F (156698.530000 sec): 3 clusters
  Score: Raw -487543.699561 + Penalty 2728.676959 = -484815.022602
  nChanged 172
		SP:Iteration 4Q (156698.730000 sec): 3 clusters
  Score: Raw -487616.001014 + Penalty 2728.676959 = -484887.324056
  nChanged 128
		SP:Iteration 5Q (156698.920000 sec): 3 clusters
  Score: Raw -487669.883292 + Penalty 2728.676959 = -484941.206333
  nChanged 107
		SP:Iteration 6Q (156699.080000 sec): 3 clusters
  Score: Raw -487714.258430 + Penalty 2728.676959 = -484985.581472
  nChanged 109
		SP:Iteration 7Q (156699.230000 sec): 3 clusters
  Score: Raw -487764.148798 + Penalty 2728.676959 = -485035.471839
  nChanged 90
		SP:Iteration 8Q (156699.440000 sec): 3 clusters
  Score: Raw -487801.379728 + Penalty 2728.676959 = -485072.702769
  nChanged 74
		SP:Iteration 9Q (156699.610000 sec): 3 clusters
  Score: Raw -487827.645854 + Penalty 2728.676959 = -485098.968895
  nChanged 67
		SP:Iteration 10Q (156699.800000 sec): 3 clusters
  Score: Raw -487851.605294 + Penalty 2728.676959 = -485122.928336
  nChanged 50
		SP:Iteration 11Q (156699.980000 sec): 3 clusters
  Score: Raw -487867.288336 + Penalty 2728.676959 = -485138.611377
  nChanged 46
		SP:Iteration 12Q (156700.160000 sec): 3 clusters
  Score: Raw -487884.402227 + Penalty 2728.676959 = -485155.725268
  nChanged 52
		SP:Iteration 13Q (156700.370000 sec): 3 clusters
  Score: Raw -487904.194034 + Penalty 2728.676959 = -485175.517075
  nChanged 54
		SP:Iteration 14Q (156700.560000 sec): 3 clusters
  Score: Raw -487920.670402 + Penalty 2728.676959 = -485191.993443
  nChanged 46
		SP:Iteration 15Q (156700.780000 sec): 3 clusters
  Score: Raw -487934.496303 + Penalty 2728.676959 = -485205.819345
  nChanged 45
		SP:Iteration 16Q (156700.980000 sec): 3 clusters
  Score: Raw -487947.136781 + Penalty 2728.676959 = -485218.459822
  nChanged 40
		SP:Iteration 17Q (156701.150000 sec): 3 clusters
  Score: Raw -487961.083623 + Penalty 2728.676959 = -485232.406664
  nChanged 48
		SP:Iteration 18Q (156701.370000 sec): 3 clusters
  Score: Raw -487976.399336 + Penalty 2728.676959 = -485247.722377
  nChanged 47
		SP:Iteration 19Q (156701.540000 sec): 3 clusters
  Score: Raw -487990.001698 + Penalty 2728.676959 = -485261.324740
  nChanged 32
		SP:Iteration 20F (156701.720000 sec): 3 clusters
  Score: Raw -487999.839036 + Penalty 2728.676959 = -485271.162078
  nChanged 36
		SP:Iteration 21Q (156701.910000 sec): 3 clusters
  Score: Raw -488012.566529 + Penalty 2728.676959 = -485283.889571
  nChanged 38
		SP:Iteration 22Q (156702.080000 sec): 3 clusters
  Score: Raw -488026.901791 + Penalty 2728.676959 = -485298.224832
  nChanged 38
		SP:Iteration 23Q (156702.270000 sec): 3 clusters
  Score: Raw -488037.465810 + Penalty 2728.676959 = -485308.788851
  nChanged 30
		SP:Iteration 24Q (156702.430000 sec): 3 clusters
  Score: Raw -488043.673164 + Penalty 2728.676959 = -485314.996206
  nChanged 21
		SP:Iteration 25Q (156702.590000 sec): 3 clusters
  Score: Raw -488048.877963 + Penalty 2728.676959 = -485320.201004
  nChanged 20
		SP:Iteration 26Q (156702.750000 sec): 3 clusters
  Score: Raw -488054.688026 + Penalty 2728.676959 = -485326.011067
  nChanged 30
		SP:Iteration 27Q (156702.930000 sec): 3 clusters
  Score: Raw -488065.549063 + Penalty 2728.676959 = -485336.872105
  nChanged 41
		SP:Iteration 28Q (156703.090000 sec): 3 clusters
  Score: Raw -488081.246174 + Penalty 2728.676959 = -485352.569215
  nChanged 34
		SP:Iteration 29Q (156703.290000 sec): 3 clusters
  Score: Raw -488092.454049 + Penalty 2728.676959 = -485363.777090
  nChanged 31
		SP:Iteration 30Q (156703.480000 sec): 3 clusters
  Score: Raw -488104.200763 + Penalty 2728.676959 = -485375.523804
  nChanged 39
		SP:Iteration 31Q (156703.630000 sec): 3 clusters
  Score: Raw -488116.873920 + Penalty 2728.676959 = -485388.196962
  nChanged 38
		SP:Iteration 32Q (156703.790000 sec): 3 clusters
  Score: Raw -488127.884114 + Penalty 2728.676959 = -485399.207155
  nChanged 38
		SP:Iteration 33Q (156704.000000 sec): 3 clusters
  Score: Raw -488138.199505 + Penalty 2728.676959 = -485409.522546
  nChanged 34
		SP:Iteration 34Q (156704.250000 sec): 3 clusters
  Score: Raw -488151.559533 + Penalty 2728.676959 = -485422.882574
  nChanged 39
		SP:Iteration 35Q (156704.410000 sec): 3 clusters
  Score: Raw -488165.249095 + Penalty 2728.676959 = -485436.572136
  nChanged 43
		SP:Iteration 36Q (156704.630000 sec): 3 clusters
  Score: Raw -488181.710915 + Penalty 2728.676959 = -485453.033956
  nChanged 34
		SP:Iteration 37Q (156704.820000 sec): 3 clusters
  Score: Raw -488195.160809 + Penalty 2728.676959 = -485466.483850
  nChanged 46
		SP:Iteration 38Q (156704.990000 sec): 3 clusters
  Score: Raw -488212.011399 + Penalty 2728.676959 = -485483.334440
  nChanged 43
		SP:Iteration 39Q (156705.220000 sec): 3 clusters
  Score: Raw -488236.813026 + Penalty 2728.676959 = -485508.136067
  nChanged 52
		SP:Iteration 40F (156705.430000 sec): 3 clusters
  Score: Raw -488261.133664 + Penalty 2728.676959 = -485532.456706
  nChanged 46
		SP:Iteration 41Q (156705.610000 sec): 3 clusters
  Score: Raw -488278.795142 + Penalty 2728.676959 = -485550.118183
  nChanged 38
		SP:Iteration 42Q (156705.830000 sec): 3 clusters
  Score: Raw -488293.587793 + Penalty 2728.676959 = -485564.910834
  nChanged 41
		SP:Iteration 43Q (156706.050000 sec): 3 clusters
  Score: Raw -488312.945997 + Penalty 2728.676959 = -485584.269039
  nChanged 40
		SP:Iteration 44Q (156706.260000 sec): 3 clusters
  Score: Raw -488328.570243 + Penalty 2728.676959 = -485599.893284
  nChanged 37
		SP:Iteration 45Q (156706.500000 sec): 3 clusters
  Score: Raw -488345.262962 + Penalty 2728.676959 = -485616.586003
  nChanged 36
		SP:Iteration 46Q (156706.710000 sec): 3 clusters
  Score: Raw -488359.524154 + Penalty 2728.676959 = -485630.847195
  nChanged 27
		SP:Iteration 47Q (156706.870000 sec): 3 clusters
  Score: Raw -488369.309099 + Penalty 2728.676959 = -485640.632140
  nChanged 38
		SP:Iteration 48Q (156707.050000 sec): 3 clusters
  Score: Raw -488384.975654 + Penalty 2728.676959 = -485656.298695
  nChanged 35
		SP:Iteration 49Q (156707.220000 sec): 3 clusters
  Score: Raw -488398.529581 + Penalty 2728.676959 = -485669.852622
  nChanged 37
		SP:Iteration 50Q (156707.430000 sec): 3 clusters
  Score: Raw -488412.850124 + Penalty 2728.676959 = -485684.173165
  nChanged 34
		SP:Iteration 51Q (156707.610000 sec): 3 clusters
  Score: Raw -488428.267952 + Penalty 2728.676959 = -485699.590993
  nChanged 37
		SP:Iteration 52Q (156707.810000 sec): 3 clusters
  Score: Raw -488446.817869 + Penalty 2728.676959 = -485718.140911
  nChanged 37
		SP:Iteration 53Q (156707.960000 sec): 3 clusters
  Score: Raw -488463.930412 + Penalty 2728.676959 = -485735.253453
  nChanged 38
		SP:Iteration 54Q (156708.150000 sec): 3 clusters
  Score: Raw -488485.779905 + Penalty 2728.676959 = -485757.102947
  nChanged 47
		SP:Iteration 55Q (156708.360000 sec): 3 clusters
  Score: Raw -488518.834532 + Penalty 2728.676959 = -485790.157573
  nChanged 48
		SP:Iteration 56Q (156708.550000 sec): 3 clusters
  Score: Raw -488550.103086 + Penalty 2728.676959 = -485821.426128
  nChanged 48
		SP:Iteration 57Q (156708.770000 sec): 3 clusters
  Score: Raw -488578.185488 + Penalty 2728.676959 = -485849.508530
  nChanged 38
		SP:Iteration 58Q (156708.950000 sec): 3 clusters
  Score: Raw -488600.021597 + Penalty 2728.676959 = -485871.344638
  nChanged 32
		SP:Iteration 59Q (156709.210000 sec): 3 clusters
  Score: Raw -488619.265371 + Penalty 2728.676959 = -485890.588412
  nChanged 26
		SP:Iteration 60F (156709.430000 sec): 3 clusters
  Score: Raw -488633.888006 + Penalty 2728.676959 = -485905.211048
  nChanged 25
		SP:Iteration 61Q (156709.630000 sec): 3 clusters
  Score: Raw -488647.681560 + Penalty 2728.676959 = -485919.004601
  nChanged 28
		SP:Iteration 62Q (156709.870000 sec): 3 clusters
  Score: Raw -488664.368197 + Penalty 2728.676959 = -485935.691238
  nChanged 26
		SP:Iteration 63Q (156710.060000 sec): 3 clusters
  Score: Raw -488681.401972 + Penalty 2728.676959 = -485952.725013
  nChanged 30
		SP:Iteration 64Q (156710.250000 sec): 3 clusters
  Score: Raw -488699.746769 + Penalty 2728.676959 = -485971.069811
  nChanged 28
		SP:Iteration 65Q (156710.470000 sec): 3 clusters
  Score: Raw -488714.742690 + Penalty 2728.676959 = -485986.065731
  nChanged 26
		SP:Iteration 66Q (156710.670000 sec): 3 clusters
  Score: Raw -488729.223816 + Penalty 2728.676959 = -486000.546857
  nChanged 21
		SP:Iteration 67Q (156710.860000 sec): 3 clusters
  Score: Raw -488744.118842 + Penalty 2728.676959 = -486015.441883
  nChanged 27
		SP:Iteration 68Q (156711.050000 sec): 3 clusters
  Score: Raw -488764.602441 + Penalty 2728.676959 = -486035.925482
  nChanged 19
		SP:Iteration 69Q (156711.290000 sec): 3 clusters
  Score: Raw -488775.920425 + Penalty 2728.676959 = -486047.243466
  nChanged 14
		SP:Iteration 70Q (156711.500000 sec): 3 clusters
  Score: Raw -488783.449044 + Penalty 2728.676959 = -486054.772085
  nChanged 6
		SP:Iteration 71Q (156711.710000 sec): 3 clusters
  Score: Raw -488785.897689 + Penalty 2728.676959 = -486057.220731
  nChanged 3
		SP:Iteration 72Q (156711.900000 sec): 3 clusters
  Score: Raw -488787.102086 + Penalty 2728.676959 = -486058.425128
  nChanged 3
		SP:Iteration 73Q (156712.080000 sec): 3 clusters
  Score: Raw -488788.213266 + Penalty 2728.676959 = -486059.536307
  nChanged 1
		SP:Iteration 74Q (156712.320000 sec): 3 clusters
  Score: Raw -488788.794193 + Penalty 2728.676959 = -486060.117234
  nChanged 0
		SP:Iteration 75F (156712.520000 sec): 3 clusters
  Score: Raw -488788.794193 + Penalty 2728.676959 = -486060.117234
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156712.630000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156712.860000 sec): 3 clusters
  Score: Raw -428539.923068 + Penalty 2689.248883 = -425850.674185
  nChanged 1490
		SP:Iteration 1F (156713.070000 sec): 3 clusters
  Score: Raw -429337.808882 + Penalty 2689.248883 = -426648.559999
  nChanged 276
		SP:Iteration 2F (156713.260000 sec): 3 clusters
  Score: Raw -429488.390001 + Penalty 2689.248883 = -426799.141119
  nChanged 189
		SP:Iteration 3Q (156713.380000 sec): 3 clusters
  Score: Raw -429583.252286 + Penalty 2689.248883 = -426894.003404
  nChanged 158
		SP:Iteration 4Q (156713.580000 sec): 3 clusters
  Score: Raw -429647.351320 + Penalty 2689.248883 = -426958.102438
  nChanged 107
		SP:Iteration 5Q (156713.800000 sec): 3 clusters
  Score: Raw -429691.150755 + Penalty 2689.248883 = -427001.901872
  nChanged 77
		SP:Iteration 6Q (156714.020000 sec): 3 clusters
  Score: Raw -429718.017606 + Penalty 2689.248883 = -427028.768724
  nChanged 64
		SP:Iteration 7Q (156714.160000 sec): 3 clusters
  Score: Raw -429743.049307 + Penalty 2689.248883 = -427053.800424
  nChanged 57
		SP:Iteration 8Q (156714.310000 sec): 3 clusters
  Score: Raw -429762.186810 + Penalty 2689.248883 = -427072.937928
  nChanged 46
		SP:Iteration 9Q (156714.520000 sec): 3 clusters
  Score: Raw -429777.874243 + Penalty 2689.248883 = -427088.625360
  nChanged 29
		SP:Iteration 10Q (156714.680000 sec): 3 clusters
  Score: Raw -429786.369072 + Penalty 2689.248883 = -427097.120189
  nChanged 30
		SP:Iteration 11Q (156714.900000 sec): 3 clusters
  Score: Raw -429793.787144 + Penalty 2689.248883 = -427104.538262
  nChanged 24
		SP:Iteration 12Q (156715.070000 sec): 3 clusters
  Score: Raw -429800.641728 + Penalty 2689.248883 = -427111.392846
  nChanged 27
		SP:Iteration 13Q (156715.250000 sec): 3 clusters
  Score: Raw -429806.748750 + Penalty 2689.248883 = -427117.499868
  nChanged 18
		SP:Iteration 14Q (156715.490000 sec): 3 clusters
  Score: Raw -429811.067195 + Penalty 2689.248883 = -427121.818313
  nChanged 12
		SP:Iteration 15Q (156715.670000 sec): 3 clusters
  Score: Raw -429813.734057 + Penalty 2689.248883 = -427124.485174
  nChanged 15
		SP:Iteration 16Q (156715.860000 sec): 3 clusters
  Score: Raw -429817.791511 + Penalty 2689.248883 = -427128.542629
  nChanged 17
		SP:Iteration 17Q (156715.980000 sec): 3 clusters
  Score: Raw -429822.923020 + Penalty 2689.248883 = -427133.674138
  nChanged 20
		SP:Iteration 18Q (156716.120000 sec): 3 clusters
  Score: Raw -429827.886309 + Penalty 2689.248883 = -427138.637427
  nChanged 18
		SP:Iteration 19Q (156716.250000 sec): 3 clusters
  Score: Raw -429832.369846 + Penalty 2689.248883 = -427143.120964
  nChanged 12
		SP:Iteration 20F (156716.380000 sec): 3 clusters
  Score: Raw -429835.085983 + Penalty 2689.248883 = -427145.837100
  nChanged 10
		SP:Iteration 21Q (156716.550000 sec): 3 clusters
  Score: Raw -429837.295441 + Penalty 2689.248883 = -427148.046559
  nChanged 6
		SP:Iteration 22Q (156716.690000 sec): 3 clusters
  Score: Raw -429838.670576 + Penalty 2689.248883 = -427149.421693
  nChanged 10
		SP:Iteration 23Q (156716.800000 sec): 3 clusters
  Score: Raw -429840.673711 + Penalty 2689.248883 = -427151.424828
  nChanged 6
		SP:Iteration 24Q (156716.970000 sec): 3 clusters
  Score: Raw -429842.229101 + Penalty 2689.248883 = -427152.980218
  nChanged 6
		SP:Iteration 25Q (156717.150000 sec): 3 clusters
  Score: Raw -429843.740018 + Penalty 2689.248883 = -427154.491136
  nChanged 8
		SP:Iteration 26Q (156717.360000 sec): 3 clusters
  Score: Raw -429845.192074 + Penalty 2689.248883 = -427155.943192
  nChanged 9
		SP:Iteration 27Q (156717.520000 sec): 3 clusters
  Score: Raw -429847.197277 + Penalty 2689.248883 = -427157.948395
  nChanged 9
		SP:Iteration 28Q (156717.660000 sec): 3 clusters
  Score: Raw -429849.129797 + Penalty 2689.248883 = -427159.880914
  nChanged 10
		SP:Iteration 29Q (156717.840000 sec): 3 clusters
  Score: Raw -429851.546964 + Penalty 2689.248883 = -427162.298082
  nChanged 11
		SP:Iteration 30Q (156718.060000 sec): 3 clusters
  Score: Raw -429854.771011 + Penalty 2689.248883 = -427165.522128
  nChanged 13
		SP:Iteration 31Q (156718.210000 sec): 3 clusters
  Score: Raw -429857.650413 + Penalty 2689.248883 = -427168.401531
  nChanged 14
		SP:Iteration 32Q (156718.390000 sec): 3 clusters
  Score: Raw -429861.487476 + Penalty 2689.248883 = -427172.238594
  nChanged 14
		SP:Iteration 33Q (156718.540000 sec): 3 clusters
  Score: Raw -429864.740740 + Penalty 2689.248883 = -427175.491857
  nChanged 12
		SP:Iteration 34Q (156718.670000 sec): 3 clusters
  Score: Raw -429868.765137 + Penalty 2689.248883 = -427179.516255
  nChanged 16
		SP:Iteration 35Q (156718.860000 sec): 3 clusters
  Score: Raw -429873.049717 + Penalty 2689.248883 = -427183.800834
  nChanged 14
		SP:Iteration 36Q (156719.000000 sec): 3 clusters
  Score: Raw -429876.952168 + Penalty 2689.248883 = -427187.703285
  nChanged 11
		SP:Iteration 37Q (156719.180000 sec): 3 clusters
  Score: Raw -429879.259729 + Penalty 2689.248883 = -427190.010846
  nChanged 8
		SP:Iteration 38Q (156719.280000 sec): 3 clusters
  Score: Raw -429880.840445 + Penalty 2689.248883 = -427191.591562
  nChanged 5
		SP:Iteration 39Q (156719.440000 sec): 3 clusters
  Score: Raw -429882.083162 + Penalty 2689.248883 = -427192.834280
  nChanged 6
		SP:Iteration 40F (156719.580000 sec): 3 clusters
  Score: Raw -429883.418758 + Penalty 2689.248883 = -427194.169875
  nChanged 7
		SP:Iteration 41Q (156719.760000 sec): 3 clusters
  Score: Raw -429885.912671 + Penalty 2689.248883 = -427196.663788
  nChanged 8
		SP:Iteration 42Q (156719.990000 sec): 3 clusters
  Score: Raw -429887.581720 + Penalty 2689.248883 = -427198.332838
  nChanged 8
		SP:Iteration 43Q (156720.170000 sec): 3 clusters
  Score: Raw -429889.285091 + Penalty 2689.248883 = -427200.036208
  nChanged 6
		SP:Iteration 44Q (156720.350000 sec): 3 clusters
  Score: Raw -429890.316307 + Penalty 2689.248883 = -427201.067425
  nChanged 1
		SP:Iteration 45Q (156720.530000 sec): 3 clusters
  Score: Raw -429890.409316 + Penalty 2689.248883 = -427201.160433
  nChanged 2
		SP:Iteration 46Q (156720.750000 sec): 3 clusters
  Score: Raw -429890.738916 + Penalty 2689.248883 = -427201.490034
  nChanged 4
		SP:Iteration 47Q (156720.900000 sec): 3 clusters
  Score: Raw -429891.680939 + Penalty 2689.248883 = -427202.432057
  nChanged 3
		SP:Iteration 48Q (156721.090000 sec): 3 clusters
  Score: Raw -429892.726727 + Penalty 2689.248883 = -427203.477844
  nChanged 9
		SP:Iteration 49Q (156721.240000 sec): 3 clusters
  Score: Raw -429894.874166 + Penalty 2689.248883 = -427205.625284
  nChanged 5
		SP:Iteration 50Q (156721.440000 sec): 3 clusters
  Score: Raw -429895.771086 + Penalty 2689.248883 = -427206.522203
  nChanged 3
		SP:Iteration 51Q (156721.590000 sec): 3 clusters
  Score: Raw -429896.575008 + Penalty 2689.248883 = -427207.326125
  nChanged 7
		SP:Iteration 52Q (156721.740000 sec): 3 clusters
  Score: Raw -429898.344872 + Penalty 2689.248883 = -427209.095990
  nChanged 4
		SP:Iteration 53Q (156721.920000 sec): 3 clusters
  Score: Raw -429899.194335 + Penalty 2689.248883 = -427209.945453
  nChanged 6
		SP:Iteration 54Q (156722.070000 sec): 3 clusters
  Score: Raw -429900.248156 + Penalty 2689.248883 = -427210.999273
  nChanged 6
		SP:Iteration 55Q (156722.240000 sec): 3 clusters
  Score: Raw -429901.234793 + Penalty 2689.248883 = -427211.985910
  nChanged 5
		SP:Iteration 56Q (156722.380000 sec): 3 clusters
  Score: Raw -429902.642640 + Penalty 2689.248883 = -427213.393758
  nChanged 7
		SP:Iteration 57Q (156722.570000 sec): 3 clusters
  Score: Raw -429904.203989 + Penalty 2689.248883 = -427214.955106
  nChanged 8
		SP:Iteration 58Q (156722.730000 sec): 3 clusters
  Score: Raw -429907.745422 + Penalty 2689.248883 = -427218.496540
  nChanged 12
		SP:Iteration 59Q (156722.870000 sec): 3 clusters
  Score: Raw -429911.744552 + Penalty 2689.248883 = -427222.495670
  nChanged 19
		SP:Iteration 60F (156723.040000 sec): 3 clusters
  Score: Raw -429916.921392 + Penalty 2689.248883 = -427227.672509
  nChanged 20
		SP:Iteration 61Q (156723.220000 sec): 3 clusters
  Score: Raw -429922.479187 + Penalty 2689.248883 = -427233.230305
  nChanged 25
		SP:Iteration 62Q (156723.400000 sec): 3 clusters
  Score: Raw -429932.461832 + Penalty 2689.248883 = -427243.212949
  nChanged 30
		SP:Iteration 63Q (156723.540000 sec): 3 clusters
  Score: Raw -429941.855146 + Penalty 2689.248883 = -427252.606263
  nChanged 49
		SP:Iteration 64Q (156723.720000 sec): 3 clusters
  Score: Raw -429958.634721 + Penalty 2689.248883 = -427269.385838
  nChanged 57
		SP:Iteration 65Q (156723.880000 sec): 3 clusters
  Score: Raw -429983.898189 + Penalty 2689.248883 = -427294.649307
  nChanged 75
		SP:Iteration 66Q (156724.050000 sec): 3 clusters
  Score: Raw -430026.015989 + Penalty 2689.248883 = -427336.767107
  nChanged 87
		SP:Iteration 67Q (156724.200000 sec): 3 clusters
  Score: Raw -430075.247039 + Penalty 2689.248883 = -427385.998157
  nChanged 90
		SP:Iteration 68Q (156724.370000 sec): 3 clusters
  Score: Raw -430130.455906 + Penalty 2689.248883 = -427441.207023
  nChanged 94
		SP:Iteration 69Q (156724.580000 sec): 3 clusters
  Score: Raw -430188.562383 + Penalty 2689.248883 = -427499.313500
  nChanged 89
		SP:Iteration 70Q (156724.780000 sec): 3 clusters
  Score: Raw -430236.773938 + Penalty 2689.248883 = -427547.525056
  nChanged 80
		SP:Iteration 71Q (156724.980000 sec): 3 clusters
  Score: Raw -430285.655881 + Penalty 2689.248883 = -427596.406998
  nChanged 68
		SP:Iteration 72Q (156725.170000 sec): 3 clusters
  Score: Raw -430323.086244 + Penalty 2689.248883 = -427633.837362
  nChanged 64
		SP:Iteration 73Q (156725.350000 sec): 3 clusters
  Score: Raw -430355.951776 + Penalty 2689.248883 = -427666.702893
  nChanged 43
		SP:Iteration 74Q (156725.560000 sec): 3 clusters
  Score: Raw -430383.421014 + Penalty 2689.248883 = -427694.172132
  nChanged 46
		SP:Iteration 75Q (156725.730000 sec): 3 clusters
  Score: Raw -430417.548053 + Penalty 2689.248883 = -427728.299170
  nChanged 37
		SP:Iteration 76Q (156725.930000 sec): 3 clusters
  Score: Raw -430446.302109 + Penalty 2689.248883 = -427757.053227
  nChanged 43
		SP:Iteration 77Q (156726.110000 sec): 3 clusters
  Score: Raw -430475.848067 + Penalty 2689.248883 = -427786.599185
  nChanged 38
		SP:Iteration 78Q (156726.290000 sec): 3 clusters
  Score: Raw -430509.905455 + Penalty 2689.248883 = -427820.656572
  nChanged 35
		SP:Iteration 79Q (156726.480000 sec): 3 clusters
  Score: Raw -430533.632040 + Penalty 2689.248883 = -427844.383157
  nChanged 30
		SP:Iteration 80F (156726.660000 sec): 3 clusters
  Score: Raw -430554.863561 + Penalty 2689.248883 = -427865.614678
  nChanged 21
		SP:Iteration 81Q (156726.840000 sec): 3 clusters
  Score: Raw -430567.751554 + Penalty 2689.248883 = -427878.502672
  nChanged 13
		SP:Iteration 82Q (156727.010000 sec): 3 clusters
  Score: Raw -430577.382958 + Penalty 2689.248883 = -427888.134075
  nChanged 16
		SP:Iteration 83Q (156727.220000 sec): 3 clusters
  Score: Raw -430591.723231 + Penalty 2689.248883 = -427902.474349
  nChanged 17
		SP:Iteration 84Q (156727.400000 sec): 3 clusters
  Score: Raw -430605.206905 + Penalty 2689.248883 = -427915.958022
  nChanged 13
		SP:Iteration 85Q (156727.580000 sec): 3 clusters
  Score: Raw -430612.470271 + Penalty 2689.248883 = -427923.221388
  nChanged 9
		SP:Iteration 86Q (156727.740000 sec): 3 clusters
  Score: Raw -430618.642261 + Penalty 2689.248883 = -427929.393378
  nChanged 8
		SP:Iteration 87Q (156727.950000 sec): 3 clusters
  Score: Raw -430624.497344 + Penalty 2689.248883 = -427935.248462
  nChanged 3
		SP:Iteration 88Q (156728.110000 sec): 3 clusters
  Score: Raw -430626.871027 + Penalty 2689.248883 = -427937.622145
  nChanged 3
		SP:Iteration 89Q (156728.370000 sec): 3 clusters
  Score: Raw -430629.132252 + Penalty 2689.248883 = -427939.883369
  nChanged 2
		SP:Iteration 90Q (156728.560000 sec): 3 clusters
  Score: Raw -430630.415351 + Penalty 2689.248883 = -427941.166468
  nChanged 4
		SP:Iteration 91Q (156728.770000 sec): 3 clusters
  Score: Raw -430633.370537 + Penalty 2689.248883 = -427944.121655
  nChanged 4
		SP:Iteration 92Q (156728.920000 sec): 3 clusters
  Score: Raw -430635.298372 + Penalty 2689.248883 = -427946.049490
  nChanged 1
		SP:Iteration 93Q (156729.150000 sec): 3 clusters
  Score: Raw -430636.142507 + Penalty 2689.248883 = -427946.893625
  nChanged 1
		SP:Iteration 94Q (156729.350000 sec): 3 clusters
  Score: Raw -430636.791539 + Penalty 2689.248883 = -427947.542657
  nChanged 2
		SP:Iteration 95Q (156729.620000 sec): 3 clusters
  Score: Raw -430638.290690 + Penalty 2689.248883 = -427949.041807
  nChanged 2
		SP:Iteration 96Q (156729.830000 sec): 3 clusters
  Score: Raw -430639.718998 + Penalty 2689.248883 = -427950.470116
  nChanged 3
		SP:Iteration 97Q (156730.050000 sec): 3 clusters
  Score: Raw -430641.688338 + Penalty 2689.248883 = -427952.439455
  nChanged 3
		SP:Iteration 98Q (156730.230000 sec): 3 clusters
  Score: Raw -430644.758058 + Penalty 2689.248883 = -427955.509175
  nChanged 4
		SP:Iteration 99Q (156730.420000 sec): 3 clusters
  Score: Raw -430647.325504 + Penalty 2689.248883 = -427958.076621
  nChanged 4
		SP:Iteration 100F (156730.660000 sec): 3 clusters
  Score: Raw -430650.432198 + Penalty 2689.248883 = -427961.183315
  nChanged 5
		SP:Iteration 101Q (156730.860000 sec): 3 clusters
  Score: Raw -430655.075913 + Penalty 2689.248883 = -427965.827030
  nChanged 7
		SP:Iteration 102Q (156731.070000 sec): 3 clusters
  Score: Raw -430660.917053 + Penalty 2689.248883 = -427971.668170
  nChanged 6
		SP:Iteration 103Q (156731.260000 sec): 3 clusters
  Score: Raw -430665.345874 + Penalty 2689.248883 = -427976.096991
  nChanged 2
		SP:Iteration 104Q (156731.450000 sec): 3 clusters
  Score: Raw -430667.522173 + Penalty 2689.248883 = -427978.273290
  nChanged 0
		SP:Iteration 105F (156731.640000 sec): 3 clusters
  Score: Raw -430667.522173 + Penalty 2689.248883 = -427978.273290
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (37949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156731.920000 sec): 2 clusters
  Score: Raw -3842676.347671 + Penalty 1713.399745 = -3840962.947926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156732.240000 sec): 3 clusters
  Score: Raw -3819028.220040 + Penalty 3426.799490 = -3815601.420550
  nChanged 17568
		SP:Iteration 1F (156732.650000 sec): 3 clusters
  Score: Raw -3829033.231553 + Penalty 3426.799490 = -3825606.432063
  nChanged 1592
		SP:Iteration 2Q (156733.040000 sec): 3 clusters
  Score: Raw -3829528.095695 + Penalty 3426.799490 = -3826101.296204
  nChanged 1535
		SP:Iteration 3Q (156733.370000 sec): 3 clusters
  Score: Raw -3830056.010294 + Penalty 3426.799490 = -3826629.210804
  nChanged 1524
		SP:Iteration 4Q (156733.740000 sec): 3 clusters
  Score: Raw -3830590.745524 + Penalty 3426.799490 = -3827163.946034
  nChanged 1496
		SP:Iteration 5Q (156734.140000 sec): 3 clusters
  Score: Raw -3831159.677582 + Penalty 3426.799490 = -3827732.878091
  nChanged 1548
		SP:Iteration 6Q (156734.510000 sec): 3 clusters
  Score: Raw -3831859.326904 + Penalty 3426.799490 = -3828432.527414
  nChanged 1702
		SP:Iteration 7Q (156734.900000 sec): 3 clusters
  Score: Raw -3832728.856225 + Penalty 3426.799490 = -3829302.056734
  nChanged 1861
		SP:Iteration 8Q (156735.240000 sec): 3 clusters
  Score: Raw -3833844.648653 + Penalty 3426.799490 = -3830417.849162
  nChanged 1950
		SP:Iteration 9F (156735.590000 sec): 3 clusters
  Score: Raw -3835141.919921 + Penalty 3426.799490 = -3831715.120431
  nChanged 1967
		SP:Iteration 10F (156736.000000 sec): 3 clusters
  Score: Raw -3836469.189250 + Penalty 3426.799490 = -3833042.389760
  nChanged 1858
		SP:Iteration 11Q (156736.410000 sec): 3 clusters
  Score: Raw -3837703.080061 + Penalty 3426.799490 = -3834276.280571
  nChanged 1742
		SP:Iteration 12Q (156736.740000 sec): 3 clusters
  Score: Raw -3838889.918069 + Penalty 3426.799490 = -3835463.118579
  nChanged 1598
		SP:Iteration 13Q (156737.090000 sec): 3 clusters
  Score: Raw -3840004.311451 + Penalty 3426.799490 = -3836577.511960
  nChanged 1349
		SP:Iteration 14Q (156737.450000 sec): 3 clusters
  Score: Raw -3840951.939375 + Penalty 3426.799490 = -3837525.139885
  nChanged 1108
		SP:Iteration 15Q (156737.880000 sec): 3 clusters
  Score: Raw -3841635.608535 + Penalty 3426.799490 = -3838208.809044
  nChanged 869
		SP:Iteration 16Q (156738.300000 sec): 3 clusters
  Score: Raw -3842055.124438 + Penalty 3426.799490 = -3838628.324948
  nChanged 611
		SP:Iteration 17Q (156738.630000 sec): 3 clusters
  Score: Raw -3842296.387910 + Penalty 3426.799490 = -3838869.588419
  nChanged 499
		SP:Iteration 18Q (156739.030000 sec): 3 clusters
  Score: Raw -3842476.245858 + Penalty 3426.799490 = -3839049.446368
  nChanged 395
		SP:Iteration 19Q (156739.430000 sec): 3 clusters
  Score: Raw -3842603.698769 + Penalty 3426.799490 = -3839176.899279
  nChanged 297
		SP:Iteration 20F (156739.840000 sec): 3 clusters
  Score: Raw -3842684.889064 + Penalty 3426.799490 = -3839258.089573
  nChanged 240
		SP:Iteration 21Q (156740.170000 sec): 3 clusters
  Score: Raw -3842750.717965 + Penalty 3426.799490 = -3839323.918474
  nChanged 207
		SP:Iteration 22Q (156740.510000 sec): 3 clusters
  Score: Raw -3842803.958201 + Penalty 3426.799490 = -3839377.158710
  nChanged 170
		SP:Iteration 23Q (156740.890000 sec): 3 clusters
  Score: Raw -3842845.406523 + Penalty 3426.799490 = -3839418.607032
  nChanged 148
		SP:Iteration 24Q (156741.250000 sec): 3 clusters
  Score: Raw -3842881.008590 + Penalty 3426.799490 = -3839454.209100
  nChanged 138
		SP:Iteration 25Q (156741.620000 sec): 3 clusters
  Score: Raw -3842918.891539 + Penalty 3426.799490 = -3839492.092049
  nChanged 117
		SP:Iteration 26Q (156741.960000 sec): 3 clusters
  Score: Raw -3842949.861103 + Penalty 3426.799490 = -3839523.061612
  nChanged 103
		SP:Iteration 27Q (156742.340000 sec): 3 clusters
  Score: Raw -3842973.254433 + Penalty 3426.799490 = -3839546.454943
  nChanged 75
		SP:Iteration 28Q (156742.670000 sec): 3 clusters
  Score: Raw -3842987.363362 + Penalty 3426.799490 = -3839560.563871
  nChanged 73
		SP:Iteration 29Q (156742.990000 sec): 3 clusters
  Score: Raw -3843003.221449 + Penalty 3426.799490 = -3839576.421959
  nChanged 76
		SP:Iteration 30Q (156743.300000 sec): 3 clusters
  Score: Raw -3843018.400280 + Penalty 3426.799490 = -3839591.600789
  nChanged 71
		SP:Iteration 31Q (156743.680000 sec): 3 clusters
  Score: Raw -3843034.712654 + Penalty 3426.799490 = -3839607.913164
  nChanged 59
		SP:Iteration 32Q (156744.060000 sec): 3 clusters
  Score: Raw -3843045.502699 + Penalty 3426.799490 = -3839618.703209
  nChanged 44
		SP:Iteration 33Q (156744.460000 sec): 3 clusters
  Score: Raw -3843054.030759 + Penalty 3426.799490 = -3839627.231268
  nChanged 46
		SP:Iteration 34Q (156744.840000 sec): 3 clusters
  Score: Raw -3843064.722282 + Penalty 3426.799490 = -3839637.922791
  nChanged 45
		SP:Iteration 35Q (156745.170000 sec): 3 clusters
  Score: Raw -3843073.020708 + Penalty 3426.799490 = -3839646.221218
  nChanged 35
		SP:Iteration 36Q (156745.520000 sec): 3 clusters
  Score: Raw -3843079.497799 + Penalty 3426.799490 = -3839652.698309
  nChanged 34
		SP:Iteration 37Q (156745.860000 sec): 3 clusters
  Score: Raw -3843085.623139 + Penalty 3426.799490 = -3839658.823648
  nChanged 38
		SP:Iteration 38Q (156746.170000 sec): 3 clusters
  Score: Raw -3843092.337767 + Penalty 3426.799490 = -3839665.538277
  nChanged 27
		SP:Iteration 39Q (156746.490000 sec): 3 clusters
  Score: Raw -3843097.164463 + Penalty 3426.799490 = -3839670.364973
  nChanged 26
		SP:Iteration 40F (156746.850000 sec): 3 clusters
  Score: Raw -3843102.361494 + Penalty 3426.799490 = -3839675.562004
  nChanged 30
		SP:Iteration 41Q (156747.230000 sec): 3 clusters
  Score: Raw -3843108.798353 + Penalty 3426.799490 = -3839681.998863
  nChanged 26
		SP:Iteration 42Q (156747.500000 sec): 3 clusters
  Score: Raw -3843114.708973 + Penalty 3426.799490 = -3839687.909483
  nChanged 24
		SP:Iteration 43Q (156747.870000 sec): 3 clusters
  Score: Raw -3843119.100160 + Penalty 3426.799490 = -3839692.300670
  nChanged 17
		SP:Iteration 44Q (156748.190000 sec): 3 clusters
  Score: Raw -3843121.909796 + Penalty 3426.799490 = -3839695.110305
  nChanged 16
		SP:Iteration 45Q (156748.610000 sec): 3 clusters
  Score: Raw -3843124.772763 + Penalty 3426.799490 = -3839697.973272
  nChanged 9
		SP:Iteration 46Q (156748.960000 sec): 3 clusters
  Score: Raw -3843125.877215 + Penalty 3426.799490 = -3839699.077725
  nChanged 6
		SP:Iteration 47Q (156749.330000 sec): 3 clusters
  Score: Raw -3843127.378002 + Penalty 3426.799490 = -3839700.578512
  nChanged 12
		SP:Iteration 48Q (156749.650000 sec): 3 clusters
  Score: Raw -3843129.712638 + Penalty 3426.799490 = -3839702.913147
  nChanged 18
		SP:Iteration 49Q (156750.010000 sec): 3 clusters
  Score: Raw -3843133.733623 + Penalty 3426.799490 = -3839706.934132
  nChanged 23
		SP:Iteration 50Q (156750.330000 sec): 3 clusters
  Score: Raw -3843137.910569 + Penalty 3426.799490 = -3839711.111078
  nChanged 21
		SP:Iteration 51Q (156750.710000 sec): 3 clusters
  Score: Raw -3843142.131629 + Penalty 3426.799490 = -3839715.332139
  nChanged 23
		SP:Iteration 52Q (156750.990000 sec): 3 clusters
  Score: Raw -3843147.823528 + Penalty 3426.799490 = -3839721.024037
  nChanged 22
		SP:Iteration 53Q (156751.360000 sec): 3 clusters
  Score: Raw -3843151.826436 + Penalty 3426.799490 = -3839725.026945
  nChanged 21
		SP:Iteration 54Q (156751.670000 sec): 3 clusters
  Score: Raw -3843155.067694 + Penalty 3426.799490 = -3839728.268204
  nChanged 15
		SP:Iteration 55Q (156752.010000 sec): 3 clusters
  Score: Raw -3843157.413926 + Penalty 3426.799490 = -3839730.614436
  nChanged 16
		SP:Iteration 56Q (156752.350000 sec): 3 clusters
  Score: Raw -3843159.814992 + Penalty 3426.799490 = -3839733.015502
  nChanged 9
		SP:Iteration 57Q (156752.770000 sec): 3 clusters
  Score: Raw -3843161.058697 + Penalty 3426.799490 = -3839734.259206
  nChanged 7
		SP:Iteration 58Q (156753.190000 sec): 3 clusters
  Score: Raw -3843162.436256 + Penalty 3426.799490 = -3839735.636765
  nChanged 9
		SP:Iteration 59Q (156753.540000 sec): 3 clusters
  Score: Raw -3843163.577855 + Penalty 3426.799490 = -3839736.778364
  nChanged 6
		SP:Iteration 60F (156753.960000 sec): 3 clusters
  Score: Raw -3843164.748707 + Penalty 3426.799490 = -3839737.949216
  nChanged 6
		SP:Iteration 61Q (156754.350000 sec): 3 clusters
  Score: Raw -3843165.982170 + Penalty 3426.799490 = -3839739.182679
  nChanged 7
		SP:Iteration 62Q (156754.690000 sec): 3 clusters
  Score: Raw -3843168.049308 + Penalty 3426.799490 = -3839741.249818
  nChanged 14
		SP:Iteration 63Q (156755.030000 sec): 3 clusters
  Score: Raw -3843171.497908 + Penalty 3426.799490 = -3839744.698418
  nChanged 15
		SP:Iteration 64Q (156755.420000 sec): 3 clusters
  Score: Raw -3843174.796168 + Penalty 3426.799490 = -3839747.996677
  nChanged 14
		SP:Iteration 65Q (156755.770000 sec): 3 clusters
  Score: Raw -3843177.080414 + Penalty 3426.799490 = -3839750.280923
  nChanged 9
		SP:Iteration 66Q (156756.100000 sec): 3 clusters
  Score: Raw -3843178.691305 + Penalty 3426.799490 = -3839751.891814
  nChanged 6
		SP:Iteration 67Q (156756.480000 sec): 3 clusters
  Score: Raw -3843179.682157 + Penalty 3426.799490 = -3839752.882666
  nChanged 4
		SP:Iteration 68Q (156756.860000 sec): 3 clusters
  Score: Raw -3843180.106846 + Penalty 3426.799490 = -3839753.307355
  nChanged 5
		SP:Iteration 69Q (156757.210000 sec): 3 clusters
  Score: Raw -3843180.604182 + Penalty 3426.799490 = -3839753.804692
  nChanged 4
		SP:Iteration 70Q (156757.530000 sec): 3 clusters
  Score: Raw -3843181.190948 + Penalty 3426.799490 = -3839754.391457
  nChanged 6
		SP:Iteration 71Q (156757.890000 sec): 3 clusters
  Score: Raw -3843181.854993 + Penalty 3426.799490 = -3839755.055503
  nChanged 7
		SP:Iteration 72Q (156758.190000 sec): 3 clusters
  Score: Raw -3843182.907745 + Penalty 3426.799490 = -3839756.108254
  nChanged 1
		SP:Iteration 73Q (156758.520000 sec): 3 clusters
  Score: Raw -3843182.947714 + Penalty 3426.799490 = -3839756.148224
  nChanged 0
		SP:Iteration 74F (156758.880000 sec): 3 clusters
  Score: Raw -3843182.947714 + Penalty 3426.799490 = -3839756.148224
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156758.990000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156759.130000 sec): 3 clusters
  Score: Raw -18365.136120 + Penalty 1746.965482 = -16618.170638
  nChanged 41
		SP:Iteration 1F (156759.280000 sec): 3 clusters
  Score: Raw -18495.990941 + Penalty 1746.965482 = -16749.025459
  nChanged 8
		SP:Iteration 2Q (156759.420000 sec): 3 clusters
  Score: Raw -18516.802777 + Penalty 1746.965482 = -16769.837295
  nChanged 3
		SP:Iteration 3Q (156759.590000 sec): 3 clusters
  Score: Raw -18522.869628 + Penalty 1746.965482 = -16775.904146
  nChanged 2
		SP:Iteration 4Q (156759.810000 sec): 3 clusters
  Score: Raw -18528.119749 + Penalty 1746.965482 = -16781.154267
  nChanged 0
		SP:Iteration 5F (156760.030000 sec): 3 clusters
  Score: Raw -18528.119749 + Penalty 1746.965482 = -16781.154267
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156760.130000 sec): 2 clusters
  Score: Raw -869673.720934 + Penalty 1467.260924 = -868206.460010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156760.350000 sec): 3 clusters
  Score: Raw -865032.711480 + Penalty 2934.521849 = -862098.189631
  nChanged 3589
		SP:Iteration 1F (156760.560000 sec): 3 clusters
  Score: Raw -867007.287954 + Penalty 2934.521849 = -864072.766105
  nChanged 532
		SP:Iteration 2F (156760.760000 sec): 3 clusters
  Score: Raw -867294.562412 + Penalty 2934.521849 = -864360.040563
  nChanged 495
		SP:Iteration 3F (156760.950000 sec): 3 clusters
  Score: Raw -867563.060502 + Penalty 2934.521849 = -864628.538653
  nChanged 411
		SP:Iteration 4Q (156761.120000 sec): 3 clusters
  Score: Raw -867780.794891 + Penalty 2934.521849 = -864846.273043
  nChanged 396
		SP:Iteration 5Q (156761.300000 sec): 3 clusters
  Score: Raw -867968.651475 + Penalty 2934.521849 = -865034.129626
  nChanged 335
		SP:Iteration 6Q (156761.430000 sec): 3 clusters
  Score: Raw -868137.712221 + Penalty 2934.521849 = -865203.190372
  nChanged 323
		SP:Iteration 7Q (156761.600000 sec): 3 clusters
  Score: Raw -868312.948662 + Penalty 2934.521849 = -865378.426813
  nChanged 301
		SP:Iteration 8Q (156761.860000 sec): 3 clusters
  Score: Raw -868488.891313 + Penalty 2934.521849 = -865554.369464
  nChanged 297
		SP:Iteration 9Q (156762.030000 sec): 3 clusters
  Score: Raw -868656.317432 + Penalty 2934.521849 = -865721.795583
  nChanged 282
		SP:Iteration 10Q (156762.320000 sec): 3 clusters
  Score: Raw -868814.388312 + Penalty 2934.521849 = -865879.866463
  nChanged 268
		SP:Iteration 11Q (156762.550000 sec): 3 clusters
  Score: Raw -868974.343627 + Penalty 2934.521849 = -866039.821778
  nChanged 265
		SP:Iteration 12Q (156762.790000 sec): 3 clusters
  Score: Raw -869121.056931 + Penalty 2934.521849 = -866186.535082
  nChanged 233
		SP:Iteration 13Q (156763.010000 sec): 3 clusters
  Score: Raw -869239.228894 + Penalty 2934.521849 = -866304.707045
  nChanged 203
		SP:Iteration 14Q (156763.210000 sec): 3 clusters
  Score: Raw -869335.488341 + Penalty 2934.521849 = -866400.966493
  nChanged 172
		SP:Iteration 15Q (156763.390000 sec): 3 clusters
  Score: Raw -869409.022374 + Penalty 2934.521849 = -866474.500526
  nChanged 115
		SP:Iteration 16Q (156763.560000 sec): 3 clusters
  Score: Raw -869460.845409 + Penalty 2934.521849 = -866526.323560
  nChanged 108
		SP:Iteration 17Q (156763.700000 sec): 3 clusters
  Score: Raw -869508.647716 + Penalty 2934.521849 = -866574.125867
  nChanged 103
		SP:Iteration 18Q (156763.900000 sec): 3 clusters
  Score: Raw -869553.414206 + Penalty 2934.521849 = -866618.892357
  nChanged 93
		SP:Iteration 19Q (156764.090000 sec): 3 clusters
  Score: Raw -869589.447690 + Penalty 2934.521849 = -866654.925841
  nChanged 89
		SP:Iteration 20F (156764.290000 sec): 3 clusters
  Score: Raw -869616.583412 + Penalty 2934.521849 = -866682.061563
  nChanged 61
		SP:Iteration 21Q (156764.520000 sec): 3 clusters
  Score: Raw -869632.577322 + Penalty 2934.521849 = -866698.055473
  nChanged 46
		SP:Iteration 22Q (156764.760000 sec): 3 clusters
  Score: Raw -869643.433556 + Penalty 2934.521849 = -866708.911707
  nChanged 43
		SP:Iteration 23Q (156764.930000 sec): 3 clusters
  Score: Raw -869650.906102 + Penalty 2934.521849 = -866716.384254
  nChanged 23
		SP:Iteration 24Q (156765.160000 sec): 3 clusters
  Score: Raw -869655.620910 + Penalty 2934.521849 = -866721.099061
  nChanged 25
		SP:Iteration 25Q (156765.330000 sec): 3 clusters
  Score: Raw -869659.957936 + Penalty 2934.521849 = -866725.436087
  nChanged 25
		SP:Iteration 26Q (156765.570000 sec): 3 clusters
  Score: Raw -869665.726923 + Penalty 2934.521849 = -866731.205074
  nChanged 26
		SP:Iteration 27Q (156765.780000 sec): 3 clusters
  Score: Raw -869670.757015 + Penalty 2934.521849 = -866736.235166
  nChanged 27
		SP:Iteration 28Q (156765.930000 sec): 3 clusters
  Score: Raw -869675.683081 + Penalty 2934.521849 = -866741.161232
  nChanged 30
		SP:Iteration 29Q (156766.080000 sec): 3 clusters
  Score: Raw -869682.660722 + Penalty 2934.521849 = -866748.138873
  nChanged 34
		SP:Iteration 30Q (156766.240000 sec): 3 clusters
  Score: Raw -869692.528905 + Penalty 2934.521849 = -866758.007056
  nChanged 34
		SP:Iteration 31Q (156766.390000 sec): 3 clusters
  Score: Raw -869700.712078 + Penalty 2934.521849 = -866766.190229
  nChanged 28
		SP:Iteration 32Q (156766.540000 sec): 3 clusters
  Score: Raw -869706.914866 + Penalty 2934.521849 = -866772.393017
  nChanged 26
		SP:Iteration 33Q (156766.700000 sec): 3 clusters
  Score: Raw -869711.543055 + Penalty 2934.521849 = -866777.021206
  nChanged 17
		SP:Iteration 34Q (156766.890000 sec): 3 clusters
  Score: Raw -869714.183535 + Penalty 2934.521849 = -866779.661686
  nChanged 8
		SP:Iteration 35Q (156767.100000 sec): 3 clusters
  Score: Raw -869715.279785 + Penalty 2934.521849 = -866780.757936
  nChanged 10
		SP:Iteration 36Q (156767.260000 sec): 3 clusters
  Score: Raw -869716.559330 + Penalty 2934.521849 = -866782.037481
  nChanged 7
		SP:Iteration 37Q (156767.420000 sec): 3 clusters
  Score: Raw -869717.278940 + Penalty 2934.521849 = -866782.757091
  nChanged 6
		SP:Iteration 38Q (156767.600000 sec): 3 clusters
  Score: Raw -869717.911782 + Penalty 2934.521849 = -866783.389933
  nChanged 6
		SP:Iteration 39Q (156767.850000 sec): 3 clusters
  Score: Raw -869718.530265 + Penalty 2934.521849 = -866784.008416
  nChanged 2
		SP:Iteration 40F (156768.060000 sec): 3 clusters
  Score: Raw -869718.874580 + Penalty 2934.521849 = -866784.352731
  nChanged 4
		SP:Iteration 41Q (156768.300000 sec): 3 clusters
  Score: Raw -869719.369492 + Penalty 2934.521849 = -866784.847643
  nChanged 5
		SP:Iteration 42Q (156768.500000 sec): 3 clusters
  Score: Raw -869719.867984 + Penalty 2934.521849 = -866785.346135
  nChanged 7
		SP:Iteration 43Q (156768.700000 sec): 3 clusters
  Score: Raw -869721.098188 + Penalty 2934.521849 = -866786.576339
  nChanged 8
		SP:Iteration 44Q (156768.860000 sec): 3 clusters
  Score: Raw -869722.199671 + Penalty 2934.521849 = -866787.677822
  nChanged 8
		SP:Iteration 45Q (156769.080000 sec): 3 clusters
  Score: Raw -869723.349262 + Penalty 2934.521849 = -866788.827413
  nChanged 9
		SP:Iteration 46Q (156769.260000 sec): 3 clusters
  Score: Raw -869724.466742 + Penalty 2934.521849 = -866789.944894
  nChanged 9
		SP:Iteration 47Q (156769.470000 sec): 3 clusters
  Score: Raw -869726.031147 + Penalty 2934.521849 = -866791.509298
  nChanged 10
		SP:Iteration 48Q (156769.710000 sec): 3 clusters
  Score: Raw -869727.709089 + Penalty 2934.521849 = -866793.187240
  nChanged 10
		SP:Iteration 49Q (156769.910000 sec): 3 clusters
  Score: Raw -869728.956162 + Penalty 2934.521849 = -866794.434313
  nChanged 7
		SP:Iteration 50Q (156770.090000 sec): 3 clusters
  Score: Raw -869730.137535 + Penalty 2934.521849 = -866795.615686
  nChanged 4
		SP:Iteration 51Q (156770.310000 sec): 3 clusters
  Score: Raw -869730.744605 + Penalty 2934.521849 = -866796.222756
  nChanged 6
		SP:Iteration 52Q (156770.480000 sec): 3 clusters
  Score: Raw -869731.605217 + Penalty 2934.521849 = -866797.083368
  nChanged 1
		SP:Iteration 53Q (156770.720000 sec): 3 clusters
  Score: Raw -869731.730045 + Penalty 2934.521849 = -866797.208196
  nChanged 1
		SP:Iteration 54Q (156770.940000 sec): 3 clusters
  Score: Raw -869731.790820 + Penalty 2934.521849 = -866797.268972
  nChanged 0
		SP:Iteration 55F (156771.160000 sec): 3 clusters
  Score: Raw -869731.790820 + Penalty 2934.521849 = -866797.268972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156771.650000 sec): 2 clusters
  Score: Raw -7712808.027662 + Penalty 1824.303426 = -7710983.724236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156772.200000 sec): 3 clusters
  Score: Raw -7664438.160801 + Penalty 3648.606853 = -7660789.553948
  nChanged 35681
		SP:Iteration 1F (156772.820000 sec): 3 clusters
  Score: Raw -7685655.151739 + Penalty 3648.606853 = -7682006.544886
  nChanged 3385
		SP:Iteration 2Q (156773.400000 sec): 3 clusters
  Score: Raw -7687000.063096 + Penalty 3648.606853 = -7683351.456243
  nChanged 3755
		SP:Iteration 3F (156773.950000 sec): 3 clusters
  Score: Raw -7688550.701419 + Penalty 3648.606853 = -7684902.094567
  nChanged 3938
		SP:Iteration 4F (156774.490000 sec): 3 clusters
  Score: Raw -7690250.442957 + Penalty 3648.606853 = -7686601.836104
  nChanged 4132
		SP:Iteration 5F (156775.030000 sec): 3 clusters
  Score: Raw -7692130.915689 + Penalty 3648.606853 = -7688482.308836
  nChanged 4352
		SP:Iteration 6F (156775.620000 sec): 3 clusters
  Score: Raw -7694231.239317 + Penalty 3648.606853 = -7690582.632464
  nChanged 4309
		SP:Iteration 7F (156776.140000 sec): 3 clusters
  Score: Raw -7696624.470902 + Penalty 3648.606853 = -7692975.864050
  nChanged 4472
		SP:Iteration 8F (156776.740000 sec): 3 clusters
  Score: Raw -7699490.951914 + Penalty 3648.606853 = -7695842.345061
  nChanged 4565
		SP:Iteration 9F (156777.260000 sec): 3 clusters
  Score: Raw -7702869.365652 + Penalty 3648.606853 = -7699220.758799
  nChanged 4317
		SP:Iteration 10F (156777.790000 sec): 3 clusters
  Score: Raw -7706411.026971 + Penalty 3648.606853 = -7702762.420118
  nChanged 3386
		SP:Iteration 11Q (156778.340000 sec): 3 clusters
  Score: Raw -7709309.778672 + Penalty 3648.606853 = -7705661.171819
  nChanged 2223
		SP:Iteration 12Q (156778.930000 sec): 3 clusters
  Score: Raw -7711233.987017 + Penalty 3648.606853 = -7707585.380164
  nChanged 1159
		SP:Iteration 13Q (156779.530000 sec): 3 clusters
  Score: Raw -7712224.804734 + Penalty 3648.606853 = -7708576.197882
  nChanged 497
		SP:Iteration 14Q (156780.000000 sec): 3 clusters
  Score: Raw -7712678.158646 + Penalty 3648.606853 = -7709029.551793
  nChanged 185
		SP:Iteration 15Q (156780.530000 sec): 3 clusters
  Score: Raw -7712865.039885 + Penalty 3648.606853 = -7709216.433032
  nChanged 80
		SP:Iteration 16Q (156781.120000 sec): 3 clusters
  Score: Raw -7712963.008024 + Penalty 3648.606853 = -7709314.401171
  nChanged 34
		SP:Iteration 17Q (156781.700000 sec): 3 clusters
  Score: Raw -7713007.244172 + Penalty 3648.606853 = -7709358.637319
  nChanged 21
		SP:Iteration 18Q (156782.260000 sec): 3 clusters
  Score: Raw -7713034.951796 + Penalty 3648.606853 = -7709386.344943
  nChanged 10
		SP:Iteration 19Q (156782.850000 sec): 3 clusters
  Score: Raw -7713046.191880 + Penalty 3648.606853 = -7709397.585027
  nChanged 3
		SP:Iteration 20F (156783.360000 sec): 3 clusters
  Score: Raw -7713049.830677 + Penalty 3648.606853 = -7709401.223824
  nChanged 2
		SP:Iteration 21Q (156783.960000 sec): 3 clusters
  Score: Raw -7713050.974698 + Penalty 3648.606853 = -7709402.367845
  nChanged 2
		SP:Iteration 22Q (156784.470000 sec): 3 clusters
  Score: Raw -7713052.200264 + Penalty 3648.606853 = -7709403.593411
  nChanged 3
		SP:Iteration 23Q (156784.970000 sec): 3 clusters
  Score: Raw -7713055.868491 + Penalty 3648.606853 = -7709407.261638
  nChanged 1
		SP:Iteration 24Q (156785.460000 sec): 3 clusters
  Score: Raw -7713057.349645 + Penalty 3648.606853 = -7709408.742792
  nChanged 1
		SP:Iteration 25Q (156785.960000 sec): 3 clusters
  Score: Raw -7713057.930585 + Penalty 3648.606853 = -7709409.323732
  nChanged 0
		SP:Iteration 26F (156786.480000 sec): 3 clusters
  Score: Raw -7713057.930585 + Penalty 3648.606853 = -7709409.323732
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156786.580000 sec): 2 clusters
  Score: Raw -1548050.344004 + Penalty 1562.080158 = -1546488.263847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156786.840000 sec): 3 clusters
  Score: Raw -1539210.205724 + Penalty 3124.160316 = -1536086.045408
  nChanged 6609
		SP:Iteration 1F (156787.100000 sec): 3 clusters
  Score: Raw -1542952.760648 + Penalty 3124.160316 = -1539828.600333
  nChanged 954
		SP:Iteration 2F (156787.370000 sec): 3 clusters
  Score: Raw -1543421.231634 + Penalty 3124.160316 = -1540297.071318
  nChanged 897
		SP:Iteration 3F (156787.670000 sec): 3 clusters
  Score: Raw -1543921.434822 + Penalty 3124.160316 = -1540797.274507
  nChanged 901
		SP:Iteration 4F (156787.890000 sec): 3 clusters
  Score: Raw -1544411.983255 + Penalty 3124.160316 = -1541287.822939
  nChanged 869
		SP:Iteration 5F (156788.110000 sec): 3 clusters
  Score: Raw -1544847.298549 + Penalty 3124.160316 = -1541723.138233
  nChanged 744
		SP:Iteration 6Q (156788.350000 sec): 3 clusters
  Score: Raw -1545163.725731 + Penalty 3124.160316 = -1542039.565416
  nChanged 579
		SP:Iteration 7Q (156788.610000 sec): 3 clusters
  Score: Raw -1545383.086155 + Penalty 3124.160316 = -1542258.925839
  nChanged 477
		SP:Iteration 8Q (156788.830000 sec): 3 clusters
  Score: Raw -1545543.747084 + Penalty 3124.160316 = -1542419.586768
  nChanged 376
		SP:Iteration 9Q (156789.030000 sec): 3 clusters
  Score: Raw -1545658.830565 + Penalty 3124.160316 = -1542534.670250
  nChanged 289
		SP:Iteration 10Q (156789.300000 sec): 3 clusters
  Score: Raw -1545735.249642 + Penalty 3124.160316 = -1542611.089327
  nChanged 263
		SP:Iteration 11Q (156789.560000 sec): 3 clusters
  Score: Raw -1545799.558754 + Penalty 3124.160316 = -1542675.398438
  nChanged 233
		SP:Iteration 12Q (156789.810000 sec): 3 clusters
  Score: Raw -1545857.777922 + Penalty 3124.160316 = -1542733.617606
  nChanged 221
		SP:Iteration 13Q (156790.000000 sec): 3 clusters
  Score: Raw -1545911.307334 + Penalty 3124.160316 = -1542787.147019
  nChanged 207
		SP:Iteration 14Q (156790.290000 sec): 3 clusters
  Score: Raw -1545959.548072 + Penalty 3124.160316 = -1542835.387757
  nChanged 195
		SP:Iteration 15Q (156790.490000 sec): 3 clusters
  Score: Raw -1546005.987102 + Penalty 3124.160316 = -1542881.826786
  nChanged 228
		SP:Iteration 16Q (156790.710000 sec): 3 clusters
  Score: Raw -1546072.952821 + Penalty 3124.160316 = -1542948.792505
  nChanged 254
		SP:Iteration 17Q (156791.010000 sec): 3 clusters
  Score: Raw -1546156.723859 + Penalty 3124.160316 = -1543032.563543
  nChanged 300
		SP:Iteration 18Q (156791.330000 sec): 3 clusters
  Score: Raw -1546269.609706 + Penalty 3124.160316 = -1543145.449390
  nChanged 342
		SP:Iteration 19Q (156791.590000 sec): 3 clusters
  Score: Raw -1546412.985384 + Penalty 3124.160316 = -1543288.825068
  nChanged 360
		SP:Iteration 20F (156791.830000 sec): 3 clusters
  Score: Raw -1546564.506831 + Penalty 3124.160316 = -1543440.346515
  nChanged 348
		SP:Iteration 21Q (156792.170000 sec): 3 clusters
  Score: Raw -1546735.557405 + Penalty 3124.160316 = -1543611.397089
  nChanged 360
		SP:Iteration 22Q (156792.470000 sec): 3 clusters
  Score: Raw -1546911.386656 + Penalty 3124.160316 = -1543787.226340
  nChanged 330
		SP:Iteration 23Q (156792.700000 sec): 3 clusters
  Score: Raw -1547074.868506 + Penalty 3124.160316 = -1543950.708190
  nChanged 325
		SP:Iteration 24Q (156793.010000 sec): 3 clusters
  Score: Raw -1547248.600477 + Penalty 3124.160316 = -1544124.440161
  nChanged 307
		SP:Iteration 25Q (156793.220000 sec): 3 clusters
  Score: Raw -1547442.504665 + Penalty 3124.160316 = -1544318.344350
  nChanged 287
		SP:Iteration 26Q (156793.470000 sec): 3 clusters
  Score: Raw -1547622.988452 + Penalty 3124.160316 = -1544498.828137
  nChanged 220
		SP:Iteration 27Q (156793.760000 sec): 3 clusters
  Score: Raw -1547765.259530 + Penalty 3124.160316 = -1544641.099214
  nChanged 161
		SP:Iteration 28Q (156793.980000 sec): 3 clusters
  Score: Raw -1547877.825749 + Penalty 3124.160316 = -1544753.665434
  nChanged 135
		SP:Iteration 29Q (156794.210000 sec): 3 clusters
  Score: Raw -1547975.192616 + Penalty 3124.160316 = -1544851.032301
  nChanged 112
		SP:Iteration 30Q (156794.500000 sec): 3 clusters
  Score: Raw -1548043.872412 + Penalty 3124.160316 = -1544919.712097
  nChanged 66
		SP:Iteration 31Q (156794.730000 sec): 3 clusters
  Score: Raw -1548086.068692 + Penalty 3124.160316 = -1544961.908377
  nChanged 46
		SP:Iteration 32Q (156794.940000 sec): 3 clusters
  Score: Raw -1548118.598855 + Penalty 3124.160316 = -1544994.438539
  nChanged 45
		SP:Iteration 33Q (156795.150000 sec): 3 clusters
  Score: Raw -1548151.095604 + Penalty 3124.160316 = -1545026.935289
  nChanged 49
		SP:Iteration 34Q (156795.390000 sec): 3 clusters
  Score: Raw -1548188.722716 + Penalty 3124.160316 = -1545064.562400
  nChanged 39
		SP:Iteration 35Q (156795.660000 sec): 3 clusters
  Score: Raw -1548219.499795 + Penalty 3124.160316 = -1545095.339479
  nChanged 29
		SP:Iteration 36Q (156795.970000 sec): 3 clusters
  Score: Raw -1548246.448069 + Penalty 3124.160316 = -1545122.287753
  nChanged 18
		SP:Iteration 37Q (156796.190000 sec): 3 clusters
  Score: Raw -1548259.541893 + Penalty 3124.160316 = -1545135.381577
  nChanged 10
		SP:Iteration 38Q (156796.450000 sec): 3 clusters
  Score: Raw -1548266.346456 + Penalty 3124.160316 = -1545142.186140
  nChanged 14
		SP:Iteration 39Q (156796.740000 sec): 3 clusters
  Score: Raw -1548283.318605 + Penalty 3124.160316 = -1545159.158289
  nChanged 15
		SP:Iteration 40F (156796.970000 sec): 3 clusters
  Score: Raw -1548295.743993 + Penalty 3124.160316 = -1545171.583677
  nChanged 16
		SP:Iteration 41Q (156797.240000 sec): 3 clusters
  Score: Raw -1548308.798392 + Penalty 3124.160316 = -1545184.638077
  nChanged 11
		SP:Iteration 42Q (156797.500000 sec): 3 clusters
  Score: Raw -1548320.807035 + Penalty 3124.160316 = -1545196.646720
  nChanged 11
		SP:Iteration 43Q (156797.750000 sec): 3 clusters
  Score: Raw -1548331.530006 + Penalty 3124.160316 = -1545207.369691
  nChanged 7
		SP:Iteration 44Q (156798.030000 sec): 3 clusters
  Score: Raw -1548337.524358 + Penalty 3124.160316 = -1545213.364043
  nChanged 2
		SP:Iteration 45Q (156798.240000 sec): 3 clusters
  Score: Raw -1548338.072109 + Penalty 3124.160316 = -1545213.911793
  nChanged 1
		SP:Iteration 46Q (156798.470000 sec): 3 clusters
  Score: Raw -1548339.400099 + Penalty 3124.160316 = -1545215.239783
  nChanged 3
		SP:Iteration 47Q (156798.690000 sec): 3 clusters
  Score: Raw -1548341.385628 + Penalty 3124.160316 = -1545217.225312
  nChanged 0
		SP:Iteration 48F (156798.980000 sec): 3 clusters
  Score: Raw -1548341.385628 + Penalty 3124.160316 = -1545217.225312
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (19995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156799.140000 sec): 2 clusters
  Score: Raw -1925955.119629 + Penalty 1609.276097 = -1924345.843532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156799.420000 sec): 3 clusters
  Score: Raw -1913874.652032 + Penalty 3218.552194 = -1910656.099838
  nChanged 9033
		SP:Iteration 1F (156799.720000 sec): 3 clusters
  Score: Raw -1919132.902020 + Penalty 3218.552194 = -1915914.349826
  nChanged 1270
		SP:Iteration 2F (156800.000000 sec): 3 clusters
  Score: Raw -1919746.575352 + Penalty 3218.552194 = -1916528.023158
  nChanged 1189
		SP:Iteration 3F (156800.280000 sec): 3 clusters
  Score: Raw -1920406.530923 + Penalty 3218.552194 = -1917187.978729
  nChanged 1213
		SP:Iteration 4F (156800.530000 sec): 3 clusters
  Score: Raw -1921122.994114 + Penalty 3218.552194 = -1917904.441920
  nChanged 1155
		SP:Iteration 5F (156800.790000 sec): 3 clusters
  Score: Raw -1921756.230158 + Penalty 3218.552194 = -1918537.677964
  nChanged 1047
		SP:Iteration 6F (156801.070000 sec): 3 clusters
  Score: Raw -1922278.259694 + Penalty 3218.552194 = -1919059.707500
  nChanged 916
		SP:Iteration 7Q (156801.340000 sec): 3 clusters
  Score: Raw -1922723.774492 + Penalty 3218.552194 = -1919505.222298
  nChanged 830
		SP:Iteration 8Q (156801.630000 sec): 3 clusters
  Score: Raw -1923161.797911 + Penalty 3218.552194 = -1919943.245716
  nChanged 784
		SP:Iteration 9Q (156801.900000 sec): 3 clusters
  Score: Raw -1923593.270162 + Penalty 3218.552194 = -1920374.717968
  nChanged 708
		SP:Iteration 10Q (156802.180000 sec): 3 clusters
  Score: Raw -1923963.663123 + Penalty 3218.552194 = -1920745.110928
  nChanged 597
		SP:Iteration 11Q (156802.410000 sec): 3 clusters
  Score: Raw -1924260.214632 + Penalty 3218.552194 = -1921041.662437
  nChanged 542
		SP:Iteration 12Q (156802.670000 sec): 3 clusters
  Score: Raw -1924497.084209 + Penalty 3218.552194 = -1921278.532014
  nChanged 456
		SP:Iteration 13Q (156802.940000 sec): 3 clusters
  Score: Raw -1924665.753364 + Penalty 3218.552194 = -1921447.201170
  nChanged 391
		SP:Iteration 14Q (156803.240000 sec): 3 clusters
  Score: Raw -1924809.449572 + Penalty 3218.552194 = -1921590.897378
  nChanged 379
		SP:Iteration 15Q (156803.570000 sec): 3 clusters
  Score: Raw -1924959.147672 + Penalty 3218.552194 = -1921740.595478
  nChanged 363
		SP:Iteration 16Q (156803.830000 sec): 3 clusters
  Score: Raw -1925111.066150 + Penalty 3218.552194 = -1921892.513955
  nChanged 375
		SP:Iteration 17Q (156804.070000 sec): 3 clusters
  Score: Raw -1925273.769414 + Penalty 3218.552194 = -1922055.217220
  nChanged 362
		SP:Iteration 18Q (156804.360000 sec): 3 clusters
  Score: Raw -1925441.113074 + Penalty 3218.552194 = -1922222.560880
  nChanged 375
		SP:Iteration 19Q (156804.580000 sec): 3 clusters
  Score: Raw -1925614.889181 + Penalty 3218.552194 = -1922396.336987
  nChanged 354
		SP:Iteration 20F (156804.850000 sec): 3 clusters
  Score: Raw -1925770.666155 + Penalty 3218.552194 = -1922552.113961
  nChanged 327
		SP:Iteration 21Q (156805.070000 sec): 3 clusters
  Score: Raw -1925929.262652 + Penalty 3218.552194 = -1922710.710457
  nChanged 309
		SP:Iteration 22Q (156805.340000 sec): 3 clusters
  Score: Raw -1926071.625815 + Penalty 3218.552194 = -1922853.073620
  nChanged 262
		SP:Iteration 23Q (156805.570000 sec): 3 clusters
  Score: Raw -1926195.995373 + Penalty 3218.552194 = -1922977.443179
  nChanged 225
		SP:Iteration 24Q (156805.890000 sec): 3 clusters
  Score: Raw -1926292.851908 + Penalty 3218.552194 = -1923074.299713
  nChanged 163
		SP:Iteration 25Q (156806.100000 sec): 3 clusters
  Score: Raw -1926357.719314 + Penalty 3218.552194 = -1923139.167120
  nChanged 145
		SP:Iteration 26Q (156806.380000 sec): 3 clusters
  Score: Raw -1926419.439994 + Penalty 3218.552194 = -1923200.887799
  nChanged 134
		SP:Iteration 27Q (156806.660000 sec): 3 clusters
  Score: Raw -1926477.234941 + Penalty 3218.552194 = -1923258.682747
  nChanged 102
		SP:Iteration 28Q (156806.940000 sec): 3 clusters
  Score: Raw -1926519.398528 + Penalty 3218.552194 = -1923300.846334
  nChanged 83
		SP:Iteration 29Q (156807.170000 sec): 3 clusters
  Score: Raw -1926556.202369 + Penalty 3218.552194 = -1923337.650174
  nChanged 78
		SP:Iteration 30Q (156807.420000 sec): 3 clusters
  Score: Raw -1926587.179550 + Penalty 3218.552194 = -1923368.627356
  nChanged 56
		SP:Iteration 31Q (156807.680000 sec): 3 clusters
  Score: Raw -1926606.816672 + Penalty 3218.552194 = -1923388.264477
  nChanged 40
		SP:Iteration 32Q (156807.900000 sec): 3 clusters
  Score: Raw -1926619.013574 + Penalty 3218.552194 = -1923400.461380
  nChanged 23
		SP:Iteration 33Q (156808.160000 sec): 3 clusters
  Score: Raw -1926625.936605 + Penalty 3218.552194 = -1923407.384411
  nChanged 22
		SP:Iteration 34Q (156808.410000 sec): 3 clusters
  Score: Raw -1926633.136108 + Penalty 3218.552194 = -1923414.583914
  nChanged 18
		SP:Iteration 35Q (156808.680000 sec): 3 clusters
  Score: Raw -1926640.101069 + Penalty 3218.552194 = -1923421.548874
  nChanged 17
		SP:Iteration 36Q (156808.920000 sec): 3 clusters
  Score: Raw -1926644.503410 + Penalty 3218.552194 = -1923425.951216
  nChanged 21
		SP:Iteration 37Q (156809.230000 sec): 3 clusters
  Score: Raw -1926650.435801 + Penalty 3218.552194 = -1923431.883607
  nChanged 16
		SP:Iteration 38Q (156809.480000 sec): 3 clusters
  Score: Raw -1926655.960915 + Penalty 3218.552194 = -1923437.408721
  nChanged 18
		SP:Iteration 39Q (156809.770000 sec): 3 clusters
  Score: Raw -1926660.602691 + Penalty 3218.552194 = -1923442.050497
  nChanged 12
		SP:Iteration 40F (156810.010000 sec): 3 clusters
  Score: Raw -1926663.445716 + Penalty 3218.552194 = -1923444.893521
  nChanged 12
		SP:Iteration 41Q (156810.270000 sec): 3 clusters
  Score: Raw -1926666.054190 + Penalty 3218.552194 = -1923447.501995
  nChanged 6
		SP:Iteration 42Q (156810.470000 sec): 3 clusters
  Score: Raw -1926667.560219 + Penalty 3218.552194 = -1923449.008025
  nChanged 7
		SP:Iteration 43Q (156810.740000 sec): 3 clusters
  Score: Raw -1926670.143304 + Penalty 3218.552194 = -1923451.591110
  nChanged 10
		SP:Iteration 44Q (156810.980000 sec): 3 clusters
  Score: Raw -1926673.151609 + Penalty 3218.552194 = -1923454.599415
  nChanged 9
		SP:Iteration 45Q (156811.190000 sec): 3 clusters
  Score: Raw -1926675.827645 + Penalty 3218.552194 = -1923457.275451
  nChanged 9
		SP:Iteration 46Q (156811.450000 sec): 3 clusters
  Score: Raw -1926677.529536 + Penalty 3218.552194 = -1923458.977342
  nChanged 7
		SP:Iteration 47Q (156811.680000 sec): 3 clusters
  Score: Raw -1926680.038313 + Penalty 3218.552194 = -1923461.486119
  nChanged 7
		SP:Iteration 48Q (156811.900000 sec): 3 clusters
  Score: Raw -1926681.939243 + Penalty 3218.552194 = -1923463.387048
  nChanged 5
		SP:Iteration 49Q (156812.210000 sec): 3 clusters
  Score: Raw -1926682.755598 + Penalty 3218.552194 = -1923464.203403
  nChanged 1
		SP:Iteration 50Q (156812.460000 sec): 3 clusters
  Score: Raw -1926682.848585 + Penalty 3218.552194 = -1923464.296390
  nChanged 2
		SP:Iteration 51Q (156812.770000 sec): 3 clusters
  Score: Raw -1926683.131475 + Penalty 3218.552194 = -1923464.579280
  nChanged 1
		SP:Iteration 52Q (156813.020000 sec): 3 clusters
  Score: Raw -1926683.360613 + Penalty 3218.552194 = -1923464.808419
  nChanged 0
		SP:Iteration 53F (156813.290000 sec): 3 clusters
  Score: Raw -1926683.360613 + Penalty 3218.552194 = -1923464.808419
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156813.380000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156813.600000 sec): 3 clusters
  Score: Raw -49836.241041 + Penalty 2007.831837 = -47828.409204
  nChanged 98
		SP:Iteration 1F (156813.800000 sec): 3 clusters
  Score: Raw -49970.856006 + Penalty 2007.831837 = -47963.024169
  nChanged 27
		SP:Iteration 2F (156814.010000 sec): 3 clusters
  Score: Raw -50016.937898 + Penalty 2007.831837 = -48009.106061
  nChanged 10
		SP:Iteration 3Q (156814.190000 sec): 3 clusters
  Score: Raw -50036.962437 + Penalty 2007.831837 = -48029.130600
  nChanged 4
		SP:Iteration 4Q (156814.350000 sec): 3 clusters
  Score: Raw -50041.791675 + Penalty 2007.831837 = -48033.959838
  nChanged 1
		SP:Iteration 5Q (156814.470000 sec): 3 clusters
  Score: Raw -50043.395513 + Penalty 2007.831837 = -48035.563676
  nChanged 2
		SP:Iteration 6Q (156814.570000 sec): 3 clusters
  Score: Raw -50046.599314 + Penalty 2007.831837 = -48038.767477
  nChanged 2
		SP:Iteration 7Q (156814.710000 sec): 3 clusters
  Score: Raw -50048.235410 + Penalty 2007.831837 = -48040.403573
  nChanged 2
		SP:Iteration 8Q (156814.880000 sec): 3 clusters
  Score: Raw -50050.917893 + Penalty 2007.831837 = -48043.086056
  nChanged 2
		SP:Iteration 9Q (156815.090000 sec): 3 clusters
  Score: Raw -50053.121523 + Penalty 2007.831837 = -48045.289686
  nChanged 3
		SP:Iteration 10Q (156815.240000 sec): 3 clusters
  Score: Raw -50061.194902 + Penalty 2007.831837 = -48053.363065
  nChanged 1
		SP:Iteration 11Q (156815.400000 sec): 3 clusters
  Score: Raw -50062.151144 + Penalty 2007.831837 = -48054.319307
  nChanged 1
		SP:Iteration 12Q (156815.610000 sec): 3 clusters
  Score: Raw -50062.729821 + Penalty 2007.831837 = -48054.897984
  nChanged 0
		SP:Iteration 13F (156815.800000 sec): 3 clusters
  Score: Raw -50062.729821 + Penalty 2007.831837 = -48054.897984
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (31417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156816.080000 sec): 2 clusters
  Score: Raw -3497619.757458 + Penalty 1682.704469 = -3495937.052989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156816.400000 sec): 3 clusters
  Score: Raw -3478151.298635 + Penalty 3365.408939 = -3474785.889697
  nChanged 14539
		SP:Iteration 1F (156816.770000 sec): 3 clusters
  Score: Raw -3486200.953527 + Penalty 3365.408939 = -3482835.544589
  nChanged 1223
		SP:Iteration 2Q (156817.110000 sec): 3 clusters
  Score: Raw -3486543.264270 + Penalty 3365.408939 = -3483177.855331
  nChanged 1207
		SP:Iteration 3Q (156817.490000 sec): 3 clusters
  Score: Raw -3486912.908455 + Penalty 3365.408939 = -3483547.499517
  nChanged 1219
		SP:Iteration 4Q (156817.850000 sec): 3 clusters
  Score: Raw -3487342.878296 + Penalty 3365.408939 = -3483977.469358
  nChanged 1445
		SP:Iteration 5Q (156818.230000 sec): 3 clusters
  Score: Raw -3487993.235564 + Penalty 3365.408939 = -3484627.826625
  nChanged 1828
		SP:Iteration 6F (156818.560000 sec): 3 clusters
  Score: Raw -3489083.688647 + Penalty 3365.408939 = -3485718.279709
  nChanged 2366
		SP:Iteration 7F (156818.950000 sec): 3 clusters
  Score: Raw -3490922.145057 + Penalty 3365.408939 = -3487556.736118
  nChanged 2646
		SP:Iteration 8F (156819.260000 sec): 3 clusters
  Score: Raw -3493304.016641 + Penalty 3365.408939 = -3489938.607702
  nChanged 2203
		SP:Iteration 9F (156819.570000 sec): 3 clusters
  Score: Raw -3495433.593593 + Penalty 3365.408939 = -3492068.184655
  nChanged 1369
		SP:Iteration 10Q (156819.860000 sec): 3 clusters
  Score: Raw -3496804.898057 + Penalty 3365.408939 = -3493439.489118
  nChanged 620
		SP:Iteration 11Q (156820.190000 sec): 3 clusters
  Score: Raw -3497428.405090 + Penalty 3365.408939 = -3494062.996151
  nChanged 214
		SP:Iteration 12Q (156820.510000 sec): 3 clusters
  Score: Raw -3497656.207322 + Penalty 3365.408939 = -3494290.798383
  nChanged 74
		SP:Iteration 13Q (156820.870000 sec): 3 clusters
  Score: Raw -3497751.121887 + Penalty 3365.408939 = -3494385.712948
  nChanged 23
		SP:Iteration 14Q (156821.150000 sec): 3 clusters
  Score: Raw -3497795.694068 + Penalty 3365.408939 = -3494430.285129
  nChanged 14
		SP:Iteration 15Q (156821.450000 sec): 3 clusters
  Score: Raw -3497817.098157 + Penalty 3365.408939 = -3494451.689218
  nChanged 5
		SP:Iteration 16Q (156821.810000 sec): 3 clusters
  Score: Raw -3497823.724176 + Penalty 3365.408939 = -3494458.315237
  nChanged 3
		SP:Iteration 17Q (156822.080000 sec): 3 clusters
  Score: Raw -3497830.692357 + Penalty 3365.408939 = -3494465.283418
  nChanged 3
		SP:Iteration 18Q (156822.440000 sec): 3 clusters
  Score: Raw -3497835.740527 + Penalty 3365.408939 = -3494470.331588
  nChanged 2
		SP:Iteration 19Q (156822.680000 sec): 3 clusters
  Score: Raw -3497837.815346 + Penalty 3365.408939 = -3494472.406407
  nChanged 1
		SP:Iteration 20F (156823.010000 sec): 3 clusters
  Score: Raw -3497838.955331 + Penalty 3365.408939 = -3494473.546392
  nChanged 2
		SP:Iteration 21Q (156823.330000 sec): 3 clusters
  Score: Raw -3497841.540972 + Penalty 3365.408939 = -3494476.132033
  nChanged 4
		SP:Iteration 22Q (156823.650000 sec): 3 clusters
  Score: Raw -3497849.234303 + Penalty 3365.408939 = -3494483.825365
  nChanged 5
		SP:Iteration 23Q (156823.980000 sec): 3 clusters
  Score: Raw -3497856.233689 + Penalty 3365.408939 = -3494490.824751
  nChanged 3
		SP:Iteration 24Q (156824.260000 sec): 3 clusters
  Score: Raw -3497863.519478 + Penalty 3365.408939 = -3494498.110540
  nChanged 1
		SP:Iteration 25Q (156824.610000 sec): 3 clusters
  Score: Raw -3497864.978050 + Penalty 3365.408939 = -3494499.569112
  nChanged 3
		SP:Iteration 26Q (156824.970000 sec): 3 clusters
  Score: Raw -3497867.780359 + Penalty 3365.408939 = -3494502.371420
  nChanged 0
		SP:Iteration 27F (156825.330000 sec): 3 clusters
  Score: Raw -3497867.780359 + Penalty 3365.408939 = -3494502.371420
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156825.440000 sec): 2 clusters
  Score: Raw -613547.348267 + Penalty 1417.921327 = -612129.426940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156825.620000 sec): 3 clusters
  Score: Raw -610258.559318 + Penalty 2835.842654 = -607422.716663
  nChanged 2552
		SP:Iteration 1F (156825.840000 sec): 3 clusters
  Score: Raw -611623.397906 + Penalty 2835.842654 = -608787.555252
  nChanged 450
		SP:Iteration 2F (156826.080000 sec): 3 clusters
  Score: Raw -611919.702472 + Penalty 2835.842654 = -609083.859818
  nChanged 426
		SP:Iteration 3F (156826.290000 sec): 3 clusters
  Score: Raw -612224.884266 + Penalty 2835.842654 = -609389.041612
  nChanged 433
		SP:Iteration 4F (156826.480000 sec): 3 clusters
  Score: Raw -612538.965332 + Penalty 2835.842654 = -609703.122678
  nChanged 439
		SP:Iteration 5F (156826.610000 sec): 3 clusters
  Score: Raw -612867.976408 + Penalty 2835.842654 = -610032.133754
  nChanged 405
		SP:Iteration 6F (156826.780000 sec): 3 clusters
  Score: Raw -613181.659106 + Penalty 2835.842654 = -610345.816451
  nChanged 386
		SP:Iteration 7F (156826.970000 sec): 3 clusters
  Score: Raw -613490.652013 + Penalty 2835.842654 = -610654.809359
  nChanged 290
		SP:Iteration 8Q (156827.120000 sec): 3 clusters
  Score: Raw -613726.145946 + Penalty 2835.842654 = -610890.303291
  nChanged 226
		SP:Iteration 9Q (156827.250000 sec): 3 clusters
  Score: Raw -613895.206374 + Penalty 2835.842654 = -611059.363720
  nChanged 169
		SP:Iteration 10Q (156827.440000 sec): 3 clusters
  Score: Raw -614004.833120 + Penalty 2835.842654 = -611168.990466
  nChanged 108
		SP:Iteration 11Q (156827.570000 sec): 3 clusters
  Score: Raw -614071.885866 + Penalty 2835.842654 = -611236.043212
  nChanged 74
		SP:Iteration 12Q (156827.720000 sec): 3 clusters
  Score: Raw -614109.035893 + Penalty 2835.842654 = -611273.193238
  nChanged 58
		SP:Iteration 13Q (156827.890000 sec): 3 clusters
  Score: Raw -614136.215934 + Penalty 2835.842654 = -611300.373280
  nChanged 38
		SP:Iteration 14Q (156828.050000 sec): 3 clusters
  Score: Raw -614154.334411 + Penalty 2835.842654 = -611318.491756
  nChanged 27
		SP:Iteration 15Q (156828.250000 sec): 3 clusters
  Score: Raw -614165.628931 + Penalty 2835.842654 = -611329.786276
  nChanged 16
		SP:Iteration 16Q (156828.420000 sec): 3 clusters
  Score: Raw -614171.430616 + Penalty 2835.842654 = -611335.587962
  nChanged 12
		SP:Iteration 17Q (156828.670000 sec): 3 clusters
  Score: Raw -614174.479558 + Penalty 2835.842654 = -611338.636903
  nChanged 9
		SP:Iteration 18Q (156828.820000 sec): 3 clusters
  Score: Raw -614177.169186 + Penalty 2835.842654 = -611341.326531
  nChanged 9
		SP:Iteration 19Q (156828.980000 sec): 3 clusters
  Score: Raw -614181.132756 + Penalty 2835.842654 = -611345.290101
  nChanged 11
		SP:Iteration 20F (156829.130000 sec): 3 clusters
  Score: Raw -614185.044230 + Penalty 2835.842654 = -611349.201575
  nChanged 6
		SP:Iteration 21Q (156829.340000 sec): 3 clusters
  Score: Raw -614187.631305 + Penalty 2835.842654 = -611351.788651
  nChanged 7
		SP:Iteration 22Q (156829.540000 sec): 3 clusters
  Score: Raw -614190.851472 + Penalty 2835.842654 = -611355.008818
  nChanged 7
		SP:Iteration 23Q (156829.780000 sec): 3 clusters
  Score: Raw -614193.113079 + Penalty 2835.842654 = -611357.270424
  nChanged 4
		SP:Iteration 24Q (156830.000000 sec): 3 clusters
  Score: Raw -614194.302652 + Penalty 2835.842654 = -611358.459998
  nChanged 5
		SP:Iteration 25Q (156830.230000 sec): 3 clusters
  Score: Raw -614196.287606 + Penalty 2835.842654 = -611360.444952
  nChanged 10
		SP:Iteration 26Q (156830.430000 sec): 3 clusters
  Score: Raw -614200.387637 + Penalty 2835.842654 = -611364.544983
  nChanged 7
		SP:Iteration 27Q (156830.640000 sec): 3 clusters
  Score: Raw -614202.708043 + Penalty 2835.842654 = -611366.865389
  nChanged 4
		SP:Iteration 28Q (156830.850000 sec): 3 clusters
  Score: Raw -614204.654331 + Penalty 2835.842654 = -611368.811677
  nChanged 6
		SP:Iteration 29Q (156831.080000 sec): 3 clusters
  Score: Raw -614206.454589 + Penalty 2835.842654 = -611370.611935
  nChanged 4
		SP:Iteration 30Q (156831.260000 sec): 3 clusters
  Score: Raw -614208.237435 + Penalty 2835.842654 = -611372.394781
  nChanged 2
		SP:Iteration 31Q (156831.400000 sec): 3 clusters
  Score: Raw -614208.905949 + Penalty 2835.842654 = -611373.063294
  nChanged 1
		SP:Iteration 32Q (156831.590000 sec): 3 clusters
  Score: Raw -614209.164293 + Penalty 2835.842654 = -611373.321638
  nChanged 1
		SP:Iteration 33Q (156831.840000 sec): 3 clusters
  Score: Raw -614209.390468 + Penalty 2835.842654 = -611373.547814
  nChanged 0
		SP:Iteration 34F (156832.020000 sec): 3 clusters
  Score: Raw -614209.390468 + Penalty 2835.842654 = -611373.547814
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156832.110000 sec): 2 clusters
  Score: Raw -671607.604735 + Penalty 1431.845062 = -670175.759673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156832.330000 sec): 3 clusters
  Score: Raw -667950.894244 + Penalty 2863.690125 = -665087.204119
  nChanged 2805
		SP:Iteration 1F (156832.550000 sec): 3 clusters
  Score: Raw -669467.081744 + Penalty 2863.690125 = -666603.391619
  nChanged 414
		SP:Iteration 2F (156832.740000 sec): 3 clusters
  Score: Raw -669660.032513 + Penalty 2863.690125 = -666796.342388
  nChanged 346
		SP:Iteration 3F (156832.930000 sec): 3 clusters
  Score: Raw -669839.464749 + Penalty 2863.690125 = -666975.774625
  nChanged 319
		SP:Iteration 4Q (156833.140000 sec): 3 clusters
  Score: Raw -669997.207228 + Penalty 2863.690125 = -667133.517103
  nChanged 263
		SP:Iteration 5Q (156833.320000 sec): 3 clusters
  Score: Raw -670123.905213 + Penalty 2863.690125 = -667260.215088
  nChanged 228
		SP:Iteration 6Q (156833.540000 sec): 3 clusters
  Score: Raw -670251.541761 + Penalty 2863.690125 = -667387.851636
  nChanged 248
		SP:Iteration 7Q (156833.800000 sec): 3 clusters
  Score: Raw -670386.103833 + Penalty 2863.690125 = -667522.413708
  nChanged 262
		SP:Iteration 8Q (156834.000000 sec): 3 clusters
  Score: Raw -670550.220620 + Penalty 2863.690125 = -667686.530495
  nChanged 259
		SP:Iteration 9Q (156834.280000 sec): 3 clusters
  Score: Raw -670714.675828 + Penalty 2863.690125 = -667850.985703
  nChanged 216
		SP:Iteration 10Q (156834.500000 sec): 3 clusters
  Score: Raw -670851.463157 + Penalty 2863.690125 = -667987.773033
  nChanged 195
		SP:Iteration 11Q (156834.640000 sec): 3 clusters
  Score: Raw -670957.182545 + Penalty 2863.690125 = -668093.492421
  nChanged 172
		SP:Iteration 12Q (156834.870000 sec): 3 clusters
  Score: Raw -671041.359744 + Penalty 2863.690125 = -668177.669619
  nChanged 150
		SP:Iteration 13Q (156835.100000 sec): 3 clusters
  Score: Raw -671114.976043 + Penalty 2863.690125 = -668251.285919
  nChanged 145
		SP:Iteration 14Q (156835.250000 sec): 3 clusters
  Score: Raw -671185.820701 + Penalty 2863.690125 = -668322.130576
  nChanged 122
		SP:Iteration 15Q (156835.480000 sec): 3 clusters
  Score: Raw -671244.527790 + Penalty 2863.690125 = -668380.837665
  nChanged 118
		SP:Iteration 16Q (156835.730000 sec): 3 clusters
  Score: Raw -671294.405306 + Penalty 2863.690125 = -668430.715181
  nChanged 110
		SP:Iteration 17Q (156835.970000 sec): 3 clusters
  Score: Raw -671334.881246 + Penalty 2863.690125 = -668471.191121
  nChanged 85
		SP:Iteration 18Q (156836.160000 sec): 3 clusters
  Score: Raw -671360.528177 + Penalty 2863.690125 = -668496.838053
  nChanged 56
		SP:Iteration 19Q (156836.400000 sec): 3 clusters
  Score: Raw -671378.165523 + Penalty 2863.690125 = -668514.475398
  nChanged 53
		SP:Iteration 20F (156836.600000 sec): 3 clusters
  Score: Raw -671393.525382 + Penalty 2863.690125 = -668529.835257
  nChanged 56
		SP:Iteration 21Q (156836.810000 sec): 3 clusters
  Score: Raw -671417.556891 + Penalty 2863.690125 = -668553.866766
  nChanged 56
		SP:Iteration 22Q (156837.050000 sec): 3 clusters
  Score: Raw -671437.033913 + Penalty 2863.690125 = -668573.343788
  nChanged 57
		SP:Iteration 23Q (156837.230000 sec): 3 clusters
  Score: Raw -671454.165047 + Penalty 2863.690125 = -668590.474922
  nChanged 42
		SP:Iteration 24Q (156837.450000 sec): 3 clusters
  Score: Raw -671464.000300 + Penalty 2863.690125 = -668600.310176
  nChanged 27
		SP:Iteration 25Q (156837.690000 sec): 3 clusters
  Score: Raw -671470.233706 + Penalty 2863.690125 = -668606.543582
  nChanged 20
		SP:Iteration 26Q (156837.900000 sec): 3 clusters
  Score: Raw -671473.888184 + Penalty 2863.690125 = -668610.198059
  nChanged 19
		SP:Iteration 27Q (156838.090000 sec): 3 clusters
  Score: Raw -671479.671529 + Penalty 2863.690125 = -668615.981405
  nChanged 18
		SP:Iteration 28Q (156838.290000 sec): 3 clusters
  Score: Raw -671484.211603 + Penalty 2863.690125 = -668620.521478
  nChanged 15
		SP:Iteration 29Q (156838.510000 sec): 3 clusters
  Score: Raw -671487.435941 + Penalty 2863.690125 = -668623.745816
  nChanged 16
		SP:Iteration 30Q (156838.710000 sec): 3 clusters
  Score: Raw -671490.815543 + Penalty 2863.690125 = -668627.125418
  nChanged 19
		SP:Iteration 31Q (156838.950000 sec): 3 clusters
  Score: Raw -671495.920966 + Penalty 2863.690125 = -668632.230842
  nChanged 18
		SP:Iteration 32Q (156839.150000 sec): 3 clusters
  Score: Raw -671500.037615 + Penalty 2863.690125 = -668636.347491
  nChanged 14
		SP:Iteration 33Q (156839.340000 sec): 3 clusters
  Score: Raw -671503.378111 + Penalty 2863.690125 = -668639.687987
  nChanged 11
		SP:Iteration 34Q (156839.560000 sec): 3 clusters
  Score: Raw -671505.943324 + Penalty 2863.690125 = -668642.253200
  nChanged 9
		SP:Iteration 35Q (156839.780000 sec): 3 clusters
  Score: Raw -671508.239082 + Penalty 2863.690125 = -668644.548957
  nChanged 15
		SP:Iteration 36Q (156840.020000 sec): 3 clusters
  Score: Raw -671511.587496 + Penalty 2863.690125 = -668647.897371
  nChanged 9
		SP:Iteration 37Q (156840.270000 sec): 3 clusters
  Score: Raw -671512.955828 + Penalty 2863.690125 = -668649.265704
  nChanged 6
		SP:Iteration 38Q (156840.490000 sec): 3 clusters
  Score: Raw -671514.268476 + Penalty 2863.690125 = -668650.578351
  nChanged 4
		SP:Iteration 39Q (156840.700000 sec): 3 clusters
  Score: Raw -671514.922554 + Penalty 2863.690125 = -668651.232430
  nChanged 4
		SP:Iteration 40F (156840.930000 sec): 3 clusters
  Score: Raw -671515.562739 + Penalty 2863.690125 = -668651.872614
  nChanged 5
		SP:Iteration 41Q (156841.130000 sec): 3 clusters
  Score: Raw -671516.387313 + Penalty 2863.690125 = -668652.697189
  nChanged 5
		SP:Iteration 42Q (156841.360000 sec): 3 clusters
  Score: Raw -671518.329255 + Penalty 2863.690125 = -668654.639130
  nChanged 13
		SP:Iteration 43Q (156841.560000 sec): 3 clusters
  Score: Raw -671522.653873 + Penalty 2863.690125 = -668658.963748
  nChanged 13
		SP:Iteration 44Q (156841.750000 sec): 3 clusters
  Score: Raw -671525.246908 + Penalty 2863.690125 = -668661.556783
  nChanged 11
		SP:Iteration 45Q (156842.010000 sec): 3 clusters
  Score: Raw -671527.805239 + Penalty 2863.690125 = -668664.115115
  nChanged 11
		SP:Iteration 46Q (156842.190000 sec): 3 clusters
  Score: Raw -671529.714581 + Penalty 2863.690125 = -668666.024456
  nChanged 7
		SP:Iteration 47Q (156842.400000 sec): 3 clusters
  Score: Raw -671530.859911 + Penalty 2863.690125 = -668667.169786
  nChanged 8
		SP:Iteration 48Q (156842.630000 sec): 3 clusters
  Score: Raw -671532.638994 + Penalty 2863.690125 = -668668.948869
  nChanged 7
		SP:Iteration 49Q (156842.860000 sec): 3 clusters
  Score: Raw -671534.459255 + Penalty 2863.690125 = -668670.769130
  nChanged 11
		SP:Iteration 50Q (156843.060000 sec): 3 clusters
  Score: Raw -671535.992718 + Penalty 2863.690125 = -668672.302594
  nChanged 9
		SP:Iteration 51Q (156843.250000 sec): 3 clusters
  Score: Raw -671537.788837 + Penalty 2863.690125 = -668674.098713
  nChanged 10
		SP:Iteration 52Q (156843.440000 sec): 3 clusters
  Score: Raw -671539.715245 + Penalty 2863.690125 = -668676.025121
  nChanged 6
		SP:Iteration 53Q (156843.670000 sec): 3 clusters
  Score: Raw -671540.923177 + Penalty 2863.690125 = -668677.233052
  nChanged 6
		SP:Iteration 54Q (156843.870000 sec): 3 clusters
  Score: Raw -671542.039776 + Penalty 2863.690125 = -668678.349652
  nChanged 2
		SP:Iteration 55Q (156844.060000 sec): 3 clusters
  Score: Raw -671542.591569 + Penalty 2863.690125 = -668678.901444
  nChanged 1
		SP:Iteration 56Q (156844.250000 sec): 3 clusters
  Score: Raw -671542.764456 + Penalty 2863.690125 = -668679.074331
  nChanged 3
		SP:Iteration 57Q (156844.420000 sec): 3 clusters
  Score: Raw -671543.286505 + Penalty 2863.690125 = -668679.596380
  nChanged 1
		SP:Iteration 58Q (156844.640000 sec): 3 clusters
  Score: Raw -671543.469341 + Penalty 2863.690125 = -668679.779216
  nChanged 4
		SP:Iteration 59Q (156844.810000 sec): 3 clusters
  Score: Raw -671544.326189 + Penalty 2863.690125 = -668680.636064
  nChanged 1
		SP:Iteration 60F (156845.000000 sec): 3 clusters
  Score: Raw -671544.683222 + Penalty 2863.690125 = -668680.993098
  nChanged 2
		SP:Iteration 61Q (156845.170000 sec): 3 clusters
  Score: Raw -671545.249839 + Penalty 2863.690125 = -668681.559714
  nChanged 5
		SP:Iteration 62Q (156845.360000 sec): 3 clusters
  Score: Raw -671546.909912 + Penalty 2863.690125 = -668683.219787
  nChanged 5
		SP:Iteration 63Q (156845.540000 sec): 3 clusters
  Score: Raw -671547.628100 + Penalty 2863.690125 = -668683.937976
  nChanged 5
		SP:Iteration 64Q (156845.710000 sec): 3 clusters
  Score: Raw -671548.416989 + Penalty 2863.690125 = -668684.726864
  nChanged 5
		SP:Iteration 65Q (156845.940000 sec): 3 clusters
  Score: Raw -671549.084962 + Penalty 2863.690125 = -668685.394837
  nChanged 4
		SP:Iteration 66Q (156846.060000 sec): 3 clusters
  Score: Raw -671549.760380 + Penalty 2863.690125 = -668686.070256
  nChanged 8
		SP:Iteration 67Q (156846.250000 sec): 3 clusters
  Score: Raw -671551.100002 + Penalty 2863.690125 = -668687.409877
  nChanged 3
		SP:Iteration 68Q (156846.410000 sec): 3 clusters
  Score: Raw -671551.621442 + Penalty 2863.690125 = -668687.931317
  nChanged 5
		SP:Iteration 69Q (156846.640000 sec): 3 clusters
  Score: Raw -671552.674835 + Penalty 2863.690125 = -668688.984711
  nChanged 5
		SP:Iteration 70Q (156846.820000 sec): 3 clusters
  Score: Raw -671553.427969 + Penalty 2863.690125 = -668689.737844
  nChanged 3
		SP:Iteration 71Q (156847.050000 sec): 3 clusters
  Score: Raw -671553.813381 + Penalty 2863.690125 = -668690.123256
  nChanged 1
		SP:Iteration 72Q (156847.210000 sec): 3 clusters
  Score: Raw -671553.922705 + Penalty 2863.690125 = -668690.232580
  nChanged 0
		SP:Iteration 73F (156847.390000 sec): 3 clusters
  Score: Raw -671553.922705 + Penalty 2863.690125 = -668690.232580
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156847.450000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156847.660000 sec): 3 clusters
  Score: Raw -144042.883785 + Penalty 2335.988578 = -141706.895207
  nChanged 427
		SP:Iteration 1F (156847.780000 sec): 3 clusters
  Score: Raw -144375.183216 + Penalty 2335.988578 = -142039.194638
  nChanged 104
		SP:Iteration 2F (156847.920000 sec): 3 clusters
  Score: Raw -144469.250683 + Penalty 2335.988578 = -142133.262104
  nChanged 55
		SP:Iteration 3Q (156848.070000 sec): 3 clusters
  Score: Raw -144527.836288 + Penalty 2335.988578 = -142191.847710
  nChanged 49
		SP:Iteration 4Q (156848.220000 sec): 3 clusters
  Score: Raw -144574.899000 + Penalty 2335.988578 = -142238.910421
  nChanged 41
		SP:Iteration 5Q (156848.350000 sec): 3 clusters
  Score: Raw -144613.865653 + Penalty 2335.988578 = -142277.877075
  nChanged 27
		SP:Iteration 6Q (156848.480000 sec): 3 clusters
  Score: Raw -144635.401508 + Penalty 2335.988578 = -142299.412930
  nChanged 22
		SP:Iteration 7Q (156848.620000 sec): 3 clusters
  Score: Raw -144656.645177 + Penalty 2335.988578 = -142320.656598
  nChanged 20
		SP:Iteration 8Q (156848.790000 sec): 3 clusters
  Score: Raw -144676.316861 + Penalty 2335.988578 = -142340.328283
  nChanged 19
		SP:Iteration 9Q (156848.900000 sec): 3 clusters
  Score: Raw -144695.591491 + Penalty 2335.988578 = -142359.602913
  nChanged 12
		SP:Iteration 10Q (156849.040000 sec): 3 clusters
  Score: Raw -144705.400511 + Penalty 2335.988578 = -142369.411933
  nChanged 9
		SP:Iteration 11Q (156849.210000 sec): 3 clusters
  Score: Raw -144715.830971 + Penalty 2335.988578 = -142379.842393
  nChanged 5
		SP:Iteration 12Q (156849.390000 sec): 3 clusters
  Score: Raw -144723.105569 + Penalty 2335.988578 = -142387.116991
  nChanged 10
		SP:Iteration 13Q (156849.580000 sec): 3 clusters
  Score: Raw -144728.168833 + Penalty 2335.988578 = -142392.180255
  nChanged 6
		SP:Iteration 14Q (156849.720000 sec): 3 clusters
  Score: Raw -144731.677687 + Penalty 2335.988578 = -142395.689108
  nChanged 3
		SP:Iteration 15Q (156849.900000 sec): 3 clusters
  Score: Raw -144734.383382 + Penalty 2335.988578 = -142398.394803
  nChanged 0
		SP:Iteration 16F (156850.090000 sec): 3 clusters
  Score: Raw -144734.383382 + Penalty 2335.988578 = -142398.394803
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (105794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156850.700000 sec): 2 clusters
  Score: Raw -10906397.551071 + Penalty 1880.002976 = -10904517.548094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156851.450000 sec): 3 clusters
  Score: Raw -10837444.166403 + Penalty 3760.005953 = -10833684.160450
  nChanged 50708
		SP:Iteration 1F (156852.170000 sec): 3 clusters
  Score: Raw -10867331.702273 + Penalty 3760.005953 = -10863571.696321
  nChanged 4381
		SP:Iteration 2Q (156852.820000 sec): 3 clusters
  Score: Raw -10868976.962096 + Penalty 3760.005953 = -10865216.956143
  nChanged 4948
		SP:Iteration 3Q (156853.430000 sec): 3 clusters
  Score: Raw -10871216.316267 + Penalty 3760.005953 = -10867456.310314
  nChanged 5457
		SP:Iteration 4F (156854.010000 sec): 3 clusters
  Score: Raw -10873954.409741 + Penalty 3760.005953 = -10870194.403788
  nChanged 6002
		SP:Iteration 5F (156854.670000 sec): 3 clusters
  Score: Raw -10877231.734930 + Penalty 3760.005953 = -10873471.728977
  nChanged 6337
		SP:Iteration 6F (156855.320000 sec): 3 clusters
  Score: Raw -10881055.698499 + Penalty 3760.005953 = -10877295.692546
  nChanged 6273
		SP:Iteration 7F (156856.130000 sec): 3 clusters
  Score: Raw -10885129.366890 + Penalty 3760.005953 = -10881369.360937
  nChanged 5848
		SP:Iteration 8F (156856.830000 sec): 3 clusters
  Score: Raw -10888838.650538 + Penalty 3760.005953 = -10885078.644585
  nChanged 4944
		SP:Iteration 9Q (156857.540000 sec): 3 clusters
  Score: Raw -10891443.211700 + Penalty 3760.005953 = -10887683.205747
  nChanged 3693
		SP:Iteration 10Q (156858.280000 sec): 3 clusters
  Score: Raw -10892893.276157 + Penalty 3760.005953 = -10889133.270204
  nChanged 2632
		SP:Iteration 11Q (156858.970000 sec): 3 clusters
  Score: Raw -10893804.639465 + Penalty 3760.005953 = -10890044.633513
  nChanged 2219
		SP:Iteration 12Q (156859.700000 sec): 3 clusters
  Score: Raw -10894612.369965 + Penalty 3760.005953 = -10890852.364012
  nChanged 2157
		SP:Iteration 13Q (156860.420000 sec): 3 clusters
  Score: Raw -10895425.380387 + Penalty 3760.005953 = -10891665.374434
  nChanged 2137
		SP:Iteration 14Q (156861.130000 sec): 3 clusters
  Score: Raw -10896222.067837 + Penalty 3760.005953 = -10892462.061884
  nChanged 2047
		SP:Iteration 15Q (156861.810000 sec): 3 clusters
  Score: Raw -10897009.517042 + Penalty 3760.005953 = -10893249.511089
  nChanged 2087
		SP:Iteration 16Q (156862.450000 sec): 3 clusters
  Score: Raw -10897842.654751 + Penalty 3760.005953 = -10894082.648798
  nChanged 2065
		SP:Iteration 17Q (156863.200000 sec): 3 clusters
  Score: Raw -10898683.738851 + Penalty 3760.005953 = -10894923.732898
  nChanged 1977
		SP:Iteration 18Q (156863.930000 sec): 3 clusters
  Score: Raw -10899510.763892 + Penalty 3760.005953 = -10895750.757939
  nChanged 1850
		SP:Iteration 19Q (156864.630000 sec): 3 clusters
  Score: Raw -10900300.048324 + Penalty 3760.005953 = -10896540.042371
  nChanged 1745
		SP:Iteration 20F (156865.560000 sec): 3 clusters
  Score: Raw -10901052.692978 + Penalty 3760.005953 = -10897292.687025
  nChanged 1671
		SP:Iteration 21Q (156866.430000 sec): 3 clusters
  Score: Raw -10901807.998074 + Penalty 3760.005953 = -10898047.992121
  nChanged 1596
		SP:Iteration 22Q (156867.260000 sec): 3 clusters
  Score: Raw -10902557.289957 + Penalty 3760.005953 = -10898797.284004
  nChanged 1481
		SP:Iteration 23Q (156867.820000 sec): 3 clusters
  Score: Raw -10903247.544957 + Penalty 3760.005953 = -10899487.539004
  nChanged 1310
		SP:Iteration 24Q (156868.530000 sec): 3 clusters
  Score: Raw -10903854.363668 + Penalty 3760.005953 = -10900094.357715
  nChanged 1199
		SP:Iteration 25Q (156869.160000 sec): 3 clusters
  Score: Raw -10904400.493651 + Penalty 3760.005953 = -10900640.487698
  nChanged 1119
		SP:Iteration 26Q (156869.870000 sec): 3 clusters
  Score: Raw -10904918.475730 + Penalty 3760.005953 = -10901158.469777
  nChanged 1003
		SP:Iteration 27Q (156870.570000 sec): 3 clusters
  Score: Raw -10905371.013376 + Penalty 3760.005953 = -10901611.007423
  nChanged 914
		SP:Iteration 28Q (156871.220000 sec): 3 clusters
  Score: Raw -10905784.721370 + Penalty 3760.005953 = -10902024.715417
  nChanged 800
		SP:Iteration 29Q (156872.110000 sec): 3 clusters
  Score: Raw -10906168.334408 + Penalty 3760.005953 = -10902408.328455
  nChanged 692
		SP:Iteration 30Q (156872.660000 sec): 3 clusters
  Score: Raw -10906463.811181 + Penalty 3760.005953 = -10902703.805228
  nChanged 527
		SP:Iteration 31Q (156873.450000 sec): 3 clusters
  Score: Raw -10906654.682182 + Penalty 3760.005953 = -10902894.676229
  nChanged 452
		SP:Iteration 32Q (156874.090000 sec): 3 clusters
  Score: Raw -10906808.746560 + Penalty 3760.005953 = -10903048.740607
  nChanged 397
		SP:Iteration 33Q (156874.850000 sec): 3 clusters
  Score: Raw -10906929.549134 + Penalty 3760.005953 = -10903169.543181
  nChanged 282
		SP:Iteration 34Q (156875.510000 sec): 3 clusters
  Score: Raw -10907006.695188 + Penalty 3760.005953 = -10903246.689235
  nChanged 238
		SP:Iteration 35Q (156876.110000 sec): 3 clusters
  Score: Raw -10907073.656782 + Penalty 3760.005953 = -10903313.650829
  nChanged 234
		SP:Iteration 36Q (156876.820000 sec): 3 clusters
  Score: Raw -10907140.811468 + Penalty 3760.005953 = -10903380.805515
  nChanged 192
		SP:Iteration 37Q (156877.370000 sec): 3 clusters
  Score: Raw -10907191.732240 + Penalty 3760.005953 = -10903431.726287
  nChanged 162
		SP:Iteration 38Q (156878.110000 sec): 3 clusters
  Score: Raw -10907231.074677 + Penalty 3760.005953 = -10903471.068724
  nChanged 137
		SP:Iteration 39Q (156878.740000 sec): 3 clusters
  Score: Raw -10907269.858511 + Penalty 3760.005953 = -10903509.852558
  nChanged 129
		SP:Iteration 40F (156879.440000 sec): 3 clusters
  Score: Raw -10907301.829538 + Penalty 3760.005953 = -10903541.823585
  nChanged 130
		SP:Iteration 41Q (156880.140000 sec): 3 clusters
  Score: Raw -10907330.132315 + Penalty 3760.005953 = -10903570.126362
  nChanged 108
		SP:Iteration 42Q (156880.890000 sec): 3 clusters
  Score: Raw -10907351.554815 + Penalty 3760.005953 = -10903591.548862
  nChanged 78
		SP:Iteration 43Q (156881.430000 sec): 3 clusters
  Score: Raw -10907366.091194 + Penalty 3760.005953 = -10903606.085241
  nChanged 68
		SP:Iteration 44Q (156882.070000 sec): 3 clusters
  Score: Raw -10907378.206527 + Penalty 3760.005953 = -10903618.200574
  nChanged 61
		SP:Iteration 45Q (156882.720000 sec): 3 clusters
  Score: Raw -10907389.563126 + Penalty 3760.005953 = -10903629.557173
  nChanged 61
		SP:Iteration 46Q (156883.300000 sec): 3 clusters
  Score: Raw -10907400.414105 + Penalty 3760.005953 = -10903640.408152
  nChanged 57
		SP:Iteration 47Q (156884.090000 sec): 3 clusters
  Score: Raw -10907411.069524 + Penalty 3760.005953 = -10903651.063572
  nChanged 51
		SP:Iteration 48Q (156884.640000 sec): 3 clusters
  Score: Raw -10907418.904663 + Penalty 3760.005953 = -10903658.898710
  nChanged 37
		SP:Iteration 49Q (156885.400000 sec): 3 clusters
  Score: Raw -10907424.766319 + Penalty 3760.005953 = -10903664.760366
  nChanged 37
		SP:Iteration 50Q (156886.050000 sec): 3 clusters
  Score: Raw -10907430.909301 + Penalty 3760.005953 = -10903670.903348
  nChanged 32
		SP:Iteration 51Q (156886.700000 sec): 3 clusters
  Score: Raw -10907435.872318 + Penalty 3760.005953 = -10903675.866365
  nChanged 29
		SP:Iteration 52Q (156887.450000 sec): 3 clusters
  Score: Raw -10907440.136076 + Penalty 3760.005953 = -10903680.130123
  nChanged 29
		SP:Iteration 53Q (156888.160000 sec): 3 clusters
  Score: Raw -10907445.007644 + Penalty 3760.005953 = -10903685.001691
  nChanged 32
		SP:Iteration 54Q (156888.900000 sec): 3 clusters
  Score: Raw -10907449.409834 + Penalty 3760.005953 = -10903689.403881
  nChanged 21
		SP:Iteration 55Q (156889.460000 sec): 3 clusters
  Score: Raw -10907452.534798 + Penalty 3760.005953 = -10903692.528845
  nChanged 19
		SP:Iteration 56Q (156890.110000 sec): 3 clusters
  Score: Raw -10907455.103115 + Penalty 3760.005953 = -10903695.097162
  nChanged 17
		SP:Iteration 57Q (156890.840000 sec): 3 clusters
  Score: Raw -10907458.624335 + Penalty 3760.005953 = -10903698.618382
  nChanged 23
		SP:Iteration 58Q (156891.460000 sec): 3 clusters
  Score: Raw -10907462.671564 + Penalty 3760.005953 = -10903702.665611
  nChanged 18
		SP:Iteration 59Q (156892.260000 sec): 3 clusters
  Score: Raw -10907465.412953 + Penalty 3760.005953 = -10903705.407000
  nChanged 13
		SP:Iteration 60F (156892.950000 sec): 3 clusters
  Score: Raw -10907467.268726 + Penalty 3760.005953 = -10903707.262773
  nChanged 15
		SP:Iteration 61Q (156893.690000 sec): 3 clusters
  Score: Raw -10907470.125455 + Penalty 3760.005953 = -10903710.119502
  nChanged 9
		SP:Iteration 62Q (156894.310000 sec): 3 clusters
  Score: Raw -10907471.540454 + Penalty 3760.005953 = -10903711.534501
  nChanged 9
		SP:Iteration 63Q (156894.930000 sec): 3 clusters
  Score: Raw -10907472.537520 + Penalty 3760.005953 = -10903712.531567
  nChanged 7
		SP:Iteration 64Q (156895.710000 sec): 3 clusters
  Score: Raw -10907473.130739 + Penalty 3760.005953 = -10903713.124786
  nChanged 5
		SP:Iteration 65Q (156896.250000 sec): 3 clusters
  Score: Raw -10907473.574575 + Penalty 3760.005953 = -10903713.568622
  nChanged 3
		SP:Iteration 66Q (156896.870000 sec): 3 clusters
  Score: Raw -10907474.015929 + Penalty 3760.005953 = -10903714.009976
  nChanged 3
		SP:Iteration 67Q (156897.460000 sec): 3 clusters
  Score: Raw -10907474.359238 + Penalty 3760.005953 = -10903714.353285
  nChanged 1
		SP:Iteration 68Q (156898.120000 sec): 3 clusters
  Score: Raw -10907474.415770 + Penalty 3760.005953 = -10903714.409817
  nChanged 0
		SP:Iteration 69F (156898.900000 sec): 3 clusters
  Score: Raw -10907474.415770 + Penalty 3760.005953 = -10903714.409817
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156899.020000 sec): 2 clusters
  Score: Raw -312148.428768 + Penalty 1309.683753 = -310838.745014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156899.230000 sec): 3 clusters
  Score: Raw -310630.541254 + Penalty 2619.367507 = -308011.173747
  nChanged 1193
		SP:Iteration 1F (156899.370000 sec): 3 clusters
  Score: Raw -311396.159592 + Penalty 2619.367507 = -308776.792086
  nChanged 266
		SP:Iteration 2F (156899.560000 sec): 3 clusters
  Score: Raw -311580.151833 + Penalty 2619.367507 = -308960.784326
  nChanged 171
		SP:Iteration 3F (156899.690000 sec): 3 clusters
  Score: Raw -311700.627146 + Penalty 2619.367507 = -309081.259639
  nChanged 146
		SP:Iteration 4Q (156899.910000 sec): 3 clusters
  Score: Raw -311798.103537 + Penalty 2619.367507 = -309178.736030
  nChanged 120
		SP:Iteration 5Q (156900.030000 sec): 3 clusters
  Score: Raw -311877.048808 + Penalty 2619.367507 = -309257.681301
  nChanged 108
		SP:Iteration 6Q (156900.190000 sec): 3 clusters
  Score: Raw -311943.048806 + Penalty 2619.367507 = -309323.681300
  nChanged 85
		SP:Iteration 7Q (156900.380000 sec): 3 clusters
  Score: Raw -311989.017901 + Penalty 2619.367507 = -309369.650394
  nChanged 63
		SP:Iteration 8Q (156900.600000 sec): 3 clusters
  Score: Raw -312025.907925 + Penalty 2619.367507 = -309406.540418
  nChanged 56
		SP:Iteration 9Q (156900.790000 sec): 3 clusters
  Score: Raw -312057.201177 + Penalty 2619.367507 = -309437.833670
  nChanged 63
		SP:Iteration 10Q (156900.950000 sec): 3 clusters
  Score: Raw -312096.634285 + Penalty 2619.367507 = -309477.266778
  nChanged 60
		SP:Iteration 11Q (156901.160000 sec): 3 clusters
  Score: Raw -312133.134446 + Penalty 2619.367507 = -309513.766939
  nChanged 52
		SP:Iteration 12Q (156901.290000 sec): 3 clusters
  Score: Raw -312159.380005 + Penalty 2619.367507 = -309540.012498
  nChanged 42
		SP:Iteration 13Q (156901.460000 sec): 3 clusters
  Score: Raw -312184.857617 + Penalty 2619.367507 = -309565.490110
  nChanged 40
		SP:Iteration 14Q (156901.640000 sec): 3 clusters
  Score: Raw -312217.313774 + Penalty 2619.367507 = -309597.946267
  nChanged 41
		SP:Iteration 15Q (156901.880000 sec): 3 clusters
  Score: Raw -312247.985912 + Penalty 2619.367507 = -309628.618406
  nChanged 40
		SP:Iteration 16Q (156901.990000 sec): 3 clusters
  Score: Raw -312274.234071 + Penalty 2619.367507 = -309654.866564
  nChanged 36
		SP:Iteration 17Q (156902.170000 sec): 3 clusters
  Score: Raw -312294.023692 + Penalty 2619.367507 = -309674.656185
  nChanged 25
		SP:Iteration 18Q (156902.340000 sec): 3 clusters
  Score: Raw -312306.756363 + Penalty 2619.367507 = -309687.388856
  nChanged 22
		SP:Iteration 19Q (156902.560000 sec): 3 clusters
  Score: Raw -312318.876953 + Penalty 2619.367507 = -309699.509446
  nChanged 19
		SP:Iteration 20F (156902.740000 sec): 3 clusters
  Score: Raw -312328.308173 + Penalty 2619.367507 = -309708.940666
  nChanged 14
		SP:Iteration 21Q (156902.930000 sec): 3 clusters
  Score: Raw -312337.159769 + Penalty 2619.367507 = -309717.792262
  nChanged 13
		SP:Iteration 22Q (156903.080000 sec): 3 clusters
  Score: Raw -312342.713165 + Penalty 2619.367507 = -309723.345658
  nChanged 9
		SP:Iteration 23Q (156903.280000 sec): 3 clusters
  Score: Raw -312347.572753 + Penalty 2619.367507 = -309728.205246
  nChanged 8
		SP:Iteration 24Q (156903.430000 sec): 3 clusters
  Score: Raw -312352.319236 + Penalty 2619.367507 = -309732.951729
  nChanged 11
		SP:Iteration 25Q (156903.630000 sec): 3 clusters
  Score: Raw -312358.415734 + Penalty 2619.367507 = -309739.048227
  nChanged 10
		SP:Iteration 26Q (156903.800000 sec): 3 clusters
  Score: Raw -312362.024766 + Penalty 2619.367507 = -309742.657260
  nChanged 5
		SP:Iteration 27Q (156903.980000 sec): 3 clusters
  Score: Raw -312363.707362 + Penalty 2619.367507 = -309744.339855
  nChanged 3
		SP:Iteration 28Q (156904.120000 sec): 3 clusters
  Score: Raw -312365.051417 + Penalty 2619.367507 = -309745.683910
  nChanged 4
		SP:Iteration 29Q (156904.280000 sec): 3 clusters
  Score: Raw -312367.194085 + Penalty 2619.367507 = -309747.826579
  nChanged 6
		SP:Iteration 30Q (156904.470000 sec): 3 clusters
  Score: Raw -312370.681344 + Penalty 2619.367507 = -309751.313838
  nChanged 5
		SP:Iteration 31Q (156904.650000 sec): 3 clusters
  Score: Raw -312372.766904 + Penalty 2619.367507 = -309753.399397
  nChanged 7
		SP:Iteration 32Q (156904.860000 sec): 3 clusters
  Score: Raw -312375.396219 + Penalty 2619.367507 = -309756.028712
  nChanged 6
		SP:Iteration 33Q (156904.990000 sec): 3 clusters
  Score: Raw -312377.747871 + Penalty 2619.367507 = -309758.380364
  nChanged 5
		SP:Iteration 34Q (156905.180000 sec): 3 clusters
  Score: Raw -312379.335192 + Penalty 2619.367507 = -309759.967685
  nChanged 1
		SP:Iteration 35Q (156905.340000 sec): 3 clusters
  Score: Raw -312379.553378 + Penalty 2619.367507 = -309760.185871
  nChanged 1
		SP:Iteration 36Q (156905.520000 sec): 3 clusters
  Score: Raw -312380.216531 + Penalty 2619.367507 = -309760.849024
  nChanged 1
		SP:Iteration 37Q (156905.720000 sec): 3 clusters
  Score: Raw -312380.558933 + Penalty 2619.367507 = -309761.191426
  nChanged 3
		SP:Iteration 38Q (156905.890000 sec): 3 clusters
  Score: Raw -312381.433582 + Penalty 2619.367507 = -309762.066075
  nChanged 1
		SP:Iteration 39Q (156906.060000 sec): 3 clusters
  Score: Raw -312381.878683 + Penalty 2619.367507 = -309762.511176
  nChanged 2
		SP:Iteration 40F (156906.240000 sec): 3 clusters
  Score: Raw -312382.735294 + Penalty 2619.367507 = -309763.367788
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156906.310000 sec): 2 clusters
  Score: Raw -208472.395145 + Penalty 1243.229740 = -207229.165406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156906.470000 sec): 3 clusters
  Score: Raw -207545.514094 + Penalty 2486.459479 = -205059.054615
  nChanged 757
		SP:Iteration 1F (156906.620000 sec): 3 clusters
  Score: Raw -208032.323861 + Penalty 2486.459479 = -205545.864382
  nChanged 183
		SP:Iteration 2F (156906.800000 sec): 3 clusters
  Score: Raw -208207.117132 + Penalty 2486.459479 = -205720.657652
  nChanged 137
		SP:Iteration 3F (156906.970000 sec): 3 clusters
  Score: Raw -208350.782929 + Penalty 2486.459479 = -205864.323450
  nChanged 111
		SP:Iteration 4F (156907.130000 sec): 3 clusters
  Score: Raw -208484.935258 + Penalty 2486.459479 = -205998.475778
  nChanged 94
		SP:Iteration 5Q (156907.310000 sec): 3 clusters
  Score: Raw -208590.705596 + Penalty 2486.459479 = -206104.246117
  nChanged 80
		SP:Iteration 6Q (156907.520000 sec): 3 clusters
  Score: Raw -208663.761104 + Penalty 2486.459479 = -206177.301625
  nChanged 66
		SP:Iteration 7Q (156907.660000 sec): 3 clusters
  Score: Raw -208722.426228 + Penalty 2486.459479 = -206235.966749
  nChanged 71
		SP:Iteration 8Q (156907.840000 sec): 3 clusters
  Score: Raw -208790.634597 + Penalty 2486.459479 = -206304.175118
  nChanged 75
		SP:Iteration 9Q (156907.970000 sec): 3 clusters
  Score: Raw -208853.512419 + Penalty 2486.459479 = -206367.052940
  nChanged 61
		SP:Iteration 10Q (156908.220000 sec): 3 clusters
  Score: Raw -208900.065375 + Penalty 2486.459479 = -206413.605895
  nChanged 58
		SP:Iteration 11Q (156908.380000 sec): 3 clusters
  Score: Raw -208949.073719 + Penalty 2486.459479 = -206462.614240
  nChanged 43
		SP:Iteration 12Q (156908.550000 sec): 3 clusters
  Score: Raw -208979.058920 + Penalty 2486.459479 = -206492.599441
  nChanged 33
		SP:Iteration 13Q (156908.720000 sec): 3 clusters
  Score: Raw -208997.307944 + Penalty 2486.459479 = -206510.848464
  nChanged 25
		SP:Iteration 14Q (156908.890000 sec): 3 clusters
  Score: Raw -209009.748068 + Penalty 2486.459479 = -206523.288589
  nChanged 20
		SP:Iteration 15Q (156909.040000 sec): 3 clusters
  Score: Raw -209021.302514 + Penalty 2486.459479 = -206534.843035
  nChanged 18
		SP:Iteration 16Q (156909.210000 sec): 3 clusters
  Score: Raw -209031.329157 + Penalty 2486.459479 = -206544.869678
  nChanged 17
		SP:Iteration 17Q (156909.370000 sec): 3 clusters
  Score: Raw -209041.140849 + Penalty 2486.459479 = -206554.681370
  nChanged 15
		SP:Iteration 18Q (156909.550000 sec): 3 clusters
  Score: Raw -209049.945153 + Penalty 2486.459479 = -206563.485674
  nChanged 11
		SP:Iteration 19Q (156909.680000 sec): 3 clusters
  Score: Raw -209057.552685 + Penalty 2486.459479 = -206571.093206
  nChanged 9
		SP:Iteration 20F (156909.880000 sec): 3 clusters
  Score: Raw -209062.200735 + Penalty 2486.459479 = -206575.741256
  nChanged 9
		SP:Iteration 21Q (156910.070000 sec): 3 clusters
  Score: Raw -209068.698272 + Penalty 2486.459479 = -206582.238793
  nChanged 7
		SP:Iteration 22Q (156910.230000 sec): 3 clusters
  Score: Raw -209074.844370 + Penalty 2486.459479 = -206588.384891
  nChanged 12
		SP:Iteration 23Q (156910.430000 sec): 3 clusters
  Score: Raw -209082.745317 + Penalty 2486.459479 = -206596.285838
  nChanged 12
		SP:Iteration 24Q (156910.540000 sec): 3 clusters
  Score: Raw -209092.638909 + Penalty 2486.459479 = -206606.179430
  nChanged 14
		SP:Iteration 25Q (156910.720000 sec): 3 clusters
  Score: Raw -209104.126561 + Penalty 2486.459479 = -206617.667082
  nChanged 16
		SP:Iteration 26Q (156910.880000 sec): 3 clusters
  Score: Raw -209119.087559 + Penalty 2486.459479 = -206632.628079
  nChanged 26
		SP:Iteration 27Q (156911.050000 sec): 3 clusters
  Score: Raw -209140.337116 + Penalty 2486.459479 = -206653.877637
  nChanged 25
		SP:Iteration 28Q (156911.200000 sec): 3 clusters
  Score: Raw -209160.237550 + Penalty 2486.459479 = -206673.778071
  nChanged 8
		SP:Iteration 29Q (156911.330000 sec): 3 clusters
  Score: Raw -209167.257474 + Penalty 2486.459479 = -206680.797994
  nChanged 8
		SP:Iteration 30Q (156911.500000 sec): 3 clusters
  Score: Raw -209173.461320 + Penalty 2486.459479 = -206687.001841
  nChanged 9
		SP:Iteration 31Q (156911.710000 sec): 3 clusters
  Score: Raw -209182.910449 + Penalty 2486.459479 = -206696.450970
  nChanged 5
		SP:Iteration 32Q (156911.870000 sec): 3 clusters
  Score: Raw -209185.677497 + Penalty 2486.459479 = -206699.218017
  nChanged 6
		SP:Iteration 33Q (156912.040000 sec): 3 clusters
  Score: Raw -209190.572341 + Penalty 2486.459479 = -206704.112862
  nChanged 4
		SP:Iteration 34Q (156912.230000 sec): 3 clusters
  Score: Raw -209194.706415 + Penalty 2486.459479 = -206708.246936
  nChanged 2
		SP:Iteration 35Q (156912.400000 sec): 3 clusters
  Score: Raw -209196.347465 + Penalty 2486.459479 = -206709.887986
  nChanged 2
		SP:Iteration 36Q (156912.540000 sec): 3 clusters
  Score: Raw -209198.119788 + Penalty 2486.459479 = -206711.660308
  nChanged 2
		SP:Iteration 37Q (156912.750000 sec): 3 clusters
  Score: Raw -209198.739912 + Penalty 2486.459479 = -206712.280433
  nChanged 2
		SP:Iteration 38Q (156912.900000 sec): 3 clusters
  Score: Raw -209199.400264 + Penalty 2486.459479 = -206712.940785
  nChanged 0
		SP:Iteration 39F (156913.080000 sec): 3 clusters
  Score: Raw -209199.400264 + Penalty 2486.459479 = -206712.940785
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156913.200000 sec): 2 clusters
  Score: Raw -790491.522568 + Penalty 1448.932238 = -789042.590330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156913.400000 sec): 3 clusters
  Score: Raw -786352.208098 + Penalty 2897.864476 = -783454.343622
  nChanged 3130
		SP:Iteration 1F (156913.580000 sec): 3 clusters
  Score: Raw -788046.134387 + Penalty 2897.864476 = -785148.269911
  nChanged 516
		SP:Iteration 2F (156913.810000 sec): 3 clusters
  Score: Raw -788297.412537 + Penalty 2897.864476 = -785399.548061
  nChanged 391
		SP:Iteration 3F (156914.000000 sec): 3 clusters
  Score: Raw -788482.901843 + Penalty 2897.864476 = -785585.037367
  nChanged 339
		SP:Iteration 4Q (156914.180000 sec): 3 clusters
  Score: Raw -788628.728198 + Penalty 2897.864476 = -785730.863722
  nChanged 297
		SP:Iteration 5Q (156914.360000 sec): 3 clusters
  Score: Raw -788776.422258 + Penalty 2897.864476 = -785878.557782
  nChanged 321
		SP:Iteration 6Q (156914.570000 sec): 3 clusters
  Score: Raw -788944.352901 + Penalty 2897.864476 = -786046.488425
  nChanged 355
		SP:Iteration 7Q (156914.780000 sec): 3 clusters
  Score: Raw -789136.601417 + Penalty 2897.864476 = -786238.736941
  nChanged 354
		SP:Iteration 8Q (156914.950000 sec): 3 clusters
  Score: Raw -789361.387869 + Penalty 2897.864476 = -786463.523393
  nChanged 363
		SP:Iteration 9Q (156915.200000 sec): 3 clusters
  Score: Raw -789617.662852 + Penalty 2897.864476 = -786719.798376
  nChanged 334
		SP:Iteration 10Q (156915.380000 sec): 3 clusters
  Score: Raw -789854.939255 + Penalty 2897.864476 = -786957.074779
  nChanged 285
		SP:Iteration 11Q (156915.590000 sec): 3 clusters
  Score: Raw -790043.253603 + Penalty 2897.864476 = -787145.389127
  nChanged 216
		SP:Iteration 12Q (156915.800000 sec): 3 clusters
  Score: Raw -790183.985072 + Penalty 2897.864476 = -787286.120596
  nChanged 177
		SP:Iteration 13Q (156915.980000 sec): 3 clusters
  Score: Raw -790299.591831 + Penalty 2897.864476 = -787401.727355
  nChanged 137
		SP:Iteration 14Q (156916.180000 sec): 3 clusters
  Score: Raw -790396.002398 + Penalty 2897.864476 = -787498.137922
  nChanged 91
		SP:Iteration 15Q (156916.400000 sec): 3 clusters
  Score: Raw -790455.930437 + Penalty 2897.864476 = -787558.065961
  nChanged 66
		SP:Iteration 16Q (156916.610000 sec): 3 clusters
  Score: Raw -790495.440006 + Penalty 2897.864476 = -787597.575530
  nChanged 54
		SP:Iteration 17Q (156916.790000 sec): 3 clusters
  Score: Raw -790531.197368 + Penalty 2897.864476 = -787633.332892
  nChanged 41
		SP:Iteration 18Q (156917.000000 sec): 3 clusters
  Score: Raw -790556.409293 + Penalty 2897.864476 = -787658.544817
  nChanged 33
		SP:Iteration 19Q (156917.180000 sec): 3 clusters
  Score: Raw -790571.596608 + Penalty 2897.864476 = -787673.732132
  nChanged 25
		SP:Iteration 20F (156917.360000 sec): 3 clusters
  Score: Raw -790582.215438 + Penalty 2897.864476 = -787684.350962
  nChanged 19
		SP:Iteration 21Q (156917.570000 sec): 3 clusters
  Score: Raw -790591.292689 + Penalty 2897.864476 = -787693.428213
  nChanged 10
		SP:Iteration 22Q (156917.740000 sec): 3 clusters
  Score: Raw -790596.542921 + Penalty 2897.864476 = -787698.678445
  nChanged 8
		SP:Iteration 23Q (156917.980000 sec): 3 clusters
  Score: Raw -790600.256818 + Penalty 2897.864476 = -787702.392342
  nChanged 9
		SP:Iteration 24Q (156918.140000 sec): 3 clusters
  Score: Raw -790604.249572 + Penalty 2897.864476 = -787706.385096
  nChanged 8
		SP:Iteration 25Q (156918.310000 sec): 3 clusters
  Score: Raw -790608.034185 + Penalty 2897.864476 = -787710.169709
  nChanged 4
		SP:Iteration 26Q (156918.540000 sec): 3 clusters
  Score: Raw -790609.685434 + Penalty 2897.864476 = -787711.820958
  nChanged 4
		SP:Iteration 27Q (156918.780000 sec): 3 clusters
  Score: Raw -790611.279865 + Penalty 2897.864476 = -787713.415389
  nChanged 4
		SP:Iteration 28Q (156918.930000 sec): 3 clusters
  Score: Raw -790614.685953 + Penalty 2897.864476 = -787716.821477
  nChanged 6
		SP:Iteration 29Q (156919.120000 sec): 3 clusters
  Score: Raw -790616.432398 + Penalty 2897.864476 = -787718.567922
  nChanged 5
		SP:Iteration 30Q (156919.330000 sec): 3 clusters
  Score: Raw -790618.141722 + Penalty 2897.864476 = -787720.277246
  nChanged 3
		SP:Iteration 31Q (156919.540000 sec): 3 clusters
  Score: Raw -790619.906128 + Penalty 2897.864476 = -787722.041652
  nChanged 6
		SP:Iteration 32Q (156919.800000 sec): 3 clusters
  Score: Raw -790622.517935 + Penalty 2897.864476 = -787724.653459
  nChanged 5
		SP:Iteration 33Q (156920.030000 sec): 3 clusters
  Score: Raw -790625.086648 + Penalty 2897.864476 = -787727.222172
  nChanged 3
		SP:Iteration 34Q (156920.230000 sec): 3 clusters
  Score: Raw -790625.920993 + Penalty 2897.864476 = -787728.056517
  nChanged 1
		SP:Iteration 35Q (156920.400000 sec): 3 clusters
  Score: Raw -790626.358028 + Penalty 2897.864476 = -787728.493552
  nChanged 2
		SP:Iteration 36Q (156920.650000 sec): 3 clusters
  Score: Raw -790627.067143 + Penalty 2897.864476 = -787729.202667
  nChanged 0
		SP:Iteration 37F (156920.810000 sec): 3 clusters
  Score: Raw -790627.067143 + Penalty 2897.864476 = -787729.202667
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (76259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156921.320000 sec): 2 clusters
  Score: Raw -8185878.988362 + Penalty 1826.807242 = -8184052.181120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156921.910000 sec): 3 clusters
  Score: Raw -8136912.272070 + Penalty 3653.614484 = -8133258.657586
  nChanged 36215
		SP:Iteration 1F (156922.490000 sec): 3 clusters
  Score: Raw -8157876.161981 + Penalty 3653.614484 = -8154222.547496
  nChanged 2672
		SP:Iteration 2Q (156923.110000 sec): 3 clusters
  Score: Raw -8158668.843731 + Penalty 3653.614484 = -8155015.229247
  nChanged 3150
		SP:Iteration 3Q (156923.670000 sec): 3 clusters
  Score: Raw -8159918.067117 + Penalty 3653.614484 = -8156264.452633
  nChanged 4258
		SP:Iteration 4F (156924.270000 sec): 3 clusters
  Score: Raw -8162174.527059 + Penalty 3653.614484 = -8158520.912575
  nChanged 5669
		SP:Iteration 5F (156924.810000 sec): 3 clusters
  Score: Raw -8166153.339234 + Penalty 3653.614484 = -8162499.724750
  nChanged 6915
		SP:Iteration 6F (156925.470000 sec): 3 clusters
  Score: Raw -8172261.091264 + Penalty 3653.614484 = -8168607.476780
  nChanged 6705
		SP:Iteration 7F (156926.080000 sec): 3 clusters
  Score: Raw -8179035.087903 + Penalty 3653.614484 = -8175381.473419
  nChanged 4419
		SP:Iteration 8F (156926.680000 sec): 3 clusters
  Score: Raw -8183591.913686 + Penalty 3653.614484 = -8179938.299202
  nChanged 1807
		SP:Iteration 9Q (156927.290000 sec): 3 clusters
  Score: Raw -8185353.148259 + Penalty 3653.614484 = -8181699.533775
  nChanged 500
		SP:Iteration 10Q (156927.910000 sec): 3 clusters
  Score: Raw -8185849.011483 + Penalty 3653.614484 = -8182195.396999
  nChanged 116
		SP:Iteration 11Q (156928.460000 sec): 3 clusters
  Score: Raw -8185993.505068 + Penalty 3653.614484 = -8182339.890584
  nChanged 33
		SP:Iteration 12Q (156929.010000 sec): 3 clusters
  Score: Raw -8186040.233431 + Penalty 3653.614484 = -8182386.618947
  nChanged 18
		SP:Iteration 13Q (156929.620000 sec): 3 clusters
  Score: Raw -8186065.808394 + Penalty 3653.614484 = -8182412.193910
  nChanged 16
		SP:Iteration 14Q (156930.150000 sec): 3 clusters
  Score: Raw -8186087.348028 + Penalty 3653.614484 = -8182433.733544
  nChanged 6
		SP:Iteration 15Q (156930.700000 sec): 3 clusters
  Score: Raw -8186097.901612 + Penalty 3653.614484 = -8182444.287128
  nChanged 4
		SP:Iteration 16Q (156931.240000 sec): 3 clusters
  Score: Raw -8186106.476766 + Penalty 3653.614484 = -8182452.862282
  nChanged 4
		SP:Iteration 17Q (156931.710000 sec): 3 clusters
  Score: Raw -8186112.760811 + Penalty 3653.614484 = -8182459.146327
  nChanged 1
		SP:Iteration 18Q (156932.200000 sec): 3 clusters
  Score: Raw -8186117.351587 + Penalty 3653.614484 = -8182463.737103
  nChanged 6
		SP:Iteration 19Q (156932.830000 sec): 3 clusters
  Score: Raw -8186128.698046 + Penalty 3653.614484 = -8182475.083562
  nChanged 4
		SP:Iteration 20F (156933.400000 sec): 3 clusters
  Score: Raw -8186133.573673 + Penalty 3653.614484 = -8182479.959189
  nChanged 3
		SP:Iteration 21Q (156933.930000 sec): 3 clusters
  Score: Raw -8186135.320240 + Penalty 3653.614484 = -8182481.705756
  nChanged 0
		SP:Iteration 22F (156934.490000 sec): 3 clusters
  Score: Raw -8186135.320240 + Penalty 3653.614484 = -8182481.705756
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156934.570000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156934.750000 sec): 3 clusters
  Score: Raw -45518.230135 + Penalty 1980.410175 = -43537.819960
  nChanged 87
		SP:Iteration 1F (156934.910000 sec): 3 clusters
  Score: Raw -45659.812012 + Penalty 1980.410175 = -43679.401837
  nChanged 22
		SP:Iteration 2Q (156935.130000 sec): 3 clusters
  Score: Raw -45705.998321 + Penalty 1980.410175 = -43725.588146
  nChanged 9
		SP:Iteration 3Q (156935.290000 sec): 3 clusters
  Score: Raw -45723.474949 + Penalty 1980.410175 = -43743.064774
  nChanged 3
		SP:Iteration 4Q (156935.390000 sec): 3 clusters
  Score: Raw -45728.077075 + Penalty 1980.410175 = -43747.666900
  nChanged 1
		SP:Iteration 5Q (156935.520000 sec): 3 clusters
  Score: Raw -45728.665224 + Penalty 1980.410175 = -43748.255049
  nChanged 0
		SP:Iteration 6F (156935.690000 sec): 3 clusters
  Score: Raw -45728.665224 + Penalty 1980.410175 = -43748.255049
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156935.770000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156935.880000 sec): 3 clusters
  Score: Raw -105951.066181 + Penalty 2277.764184 = -103673.301997
  nChanged 342
		SP:Iteration 1F (156936.010000 sec): 3 clusters
  Score: Raw -106297.962692 + Penalty 2277.764184 = -104020.198508
  nChanged 100
		SP:Iteration 2F (156936.180000 sec): 3 clusters
  Score: Raw -106427.409133 + Penalty 2277.764184 = -104149.644949
  nChanged 73
		SP:Iteration 3F (156936.280000 sec): 3 clusters
  Score: Raw -106556.367066 + Penalty 2277.764184 = -104278.602882
  nChanged 60
		SP:Iteration 4F (156936.440000 sec): 3 clusters
  Score: Raw -106642.508590 + Penalty 2277.764184 = -104364.744406
  nChanged 47
		SP:Iteration 5Q (156936.590000 sec): 3 clusters
  Score: Raw -106700.477505 + Penalty 2277.764184 = -104422.713321
  nChanged 35
		SP:Iteration 6Q (156936.730000 sec): 3 clusters
  Score: Raw -106746.470439 + Penalty 2277.764184 = -104468.706254
  nChanged 23
		SP:Iteration 7Q (156936.890000 sec): 3 clusters
  Score: Raw -106767.667157 + Penalty 2277.764184 = -104489.902973
  nChanged 14
		SP:Iteration 8Q (156937.030000 sec): 3 clusters
  Score: Raw -106776.872272 + Penalty 2277.764184 = -104499.108087
  nChanged 7
		SP:Iteration 9Q (156937.150000 sec): 3 clusters
  Score: Raw -106780.701295 + Penalty 2277.764184 = -104502.937110
  nChanged 3
		SP:Iteration 10Q (156937.330000 sec): 3 clusters
  Score: Raw -106782.958523 + Penalty 2277.764184 = -104505.194339
  nChanged 1
		SP:Iteration 11Q (156937.470000 sec): 3 clusters
  Score: Raw -106783.538488 + Penalty 2277.764184 = -104505.774304
  nChanged 1
		SP:Iteration 12Q (156937.620000 sec): 3 clusters
  Score: Raw -106783.933485 + Penalty 2277.764184 = -104506.169301
  nChanged 2
		SP:Iteration 13Q (156937.790000 sec): 3 clusters
  Score: Raw -106785.233420 + Penalty 2277.764184 = -104507.469236
  nChanged 4
		SP:Iteration 14Q (156937.970000 sec): 3 clusters
  Score: Raw -106787.720970 + Penalty 2277.764184 = -104509.956786
  nChanged 4
		SP:Iteration 15Q (156938.060000 sec): 3 clusters
  Score: Raw -106790.123268 + Penalty 2277.764184 = -104512.359084
  nChanged 2
		SP:Iteration 16Q (156938.210000 sec): 3 clusters
  Score: Raw -106791.117169 + Penalty 2277.764184 = -104513.352985
  nChanged 5
		SP:Iteration 17Q (156938.360000 sec): 3 clusters
  Score: Raw -106797.987659 + Penalty 2277.764184 = -104520.223475
  nChanged 2
		SP:Iteration 18Q (156938.520000 sec): 3 clusters
  Score: Raw -106800.220879 + Penalty 2277.764184 = -104522.456694
  nChanged 3
		SP:Iteration 19Q (156938.670000 sec): 3 clusters
  Score: Raw -106817.964440 + Penalty 2277.764184 = -104540.200255
  nChanged 5
		SP:Iteration 20F (156938.820000 sec): 3 clusters
  Score: Raw -106822.994335 + Penalty 2277.764184 = -104545.230151
  nChanged 2
		SP:Iteration 21Q (156938.960000 sec): 3 clusters
  Score: Raw -106825.411726 + Penalty 2277.764184 = -104547.647542
  nChanged 3
		SP:Iteration 22Q (156939.120000 sec): 3 clusters
  Score: Raw -106839.469722 + Penalty 2277.764184 = -104561.705537
  nChanged 9
		SP:Iteration 23Q (156939.300000 sec): 3 clusters
  Score: Raw -106851.367764 + Penalty 2277.764184 = -104573.603580
  nChanged 8
		SP:Iteration 24Q (156939.490000 sec): 3 clusters
  Score: Raw -106859.392712 + Penalty 2277.764184 = -104581.628528
  nChanged 4
		SP:Iteration 25Q (156939.690000 sec): 3 clusters
  Score: Raw -106863.588666 + Penalty 2277.764184 = -104585.824482
  nChanged 2
		SP:Iteration 26Q (156939.830000 sec): 3 clusters
  Score: Raw -106868.836289 + Penalty 2277.764184 = -104591.072105
  nChanged 6
		SP:Iteration 27Q (156939.960000 sec): 3 clusters
  Score: Raw -106877.559907 + Penalty 2277.764184 = -104599.795723
  nChanged 9
		SP:Iteration 28Q (156940.100000 sec): 3 clusters
  Score: Raw -106890.442362 + Penalty 2277.764184 = -104612.678178
  nChanged 8
		SP:Iteration 29Q (156940.280000 sec): 3 clusters
  Score: Raw -106900.175357 + Penalty 2277.764184 = -104622.411173
  nChanged 7
		SP:Iteration 30Q (156940.450000 sec): 3 clusters
  Score: Raw -106911.472244 + Penalty 2277.764184 = -104633.708059
  nChanged 6
		SP:Iteration 31Q (156940.570000 sec): 3 clusters
  Score: Raw -106915.262027 + Penalty 2277.764184 = -104637.497843
  nChanged 3
		SP:Iteration 32Q (156940.710000 sec): 3 clusters
  Score: Raw -106919.494839 + Penalty 2277.764184 = -104641.730655
  nChanged 2
		SP:Iteration 33Q (156940.880000 sec): 3 clusters
  Score: Raw -106923.072276 + Penalty 2277.764184 = -104645.308091
  nChanged 4
		SP:Iteration 34Q (156941.050000 sec): 3 clusters
  Score: Raw -106925.844934 + Penalty 2277.764184 = -104648.080750
  nChanged 3
		SP:Iteration 35Q (156941.200000 sec): 3 clusters
  Score: Raw -106928.250756 + Penalty 2277.764184 = -104650.486572
  nChanged 3
		SP:Iteration 36Q (156941.410000 sec): 3 clusters
  Score: Raw -106932.161323 + Penalty 2277.764184 = -104654.397139
  nChanged 2
		SP:Iteration 37Q (156941.560000 sec): 3 clusters
  Score: Raw -106934.081675 + Penalty 2277.764184 = -104656.317491
  nChanged 2
		SP:Iteration 38Q (156941.770000 sec): 3 clusters
  Score: Raw -106934.988061 + Penalty 2277.764184 = -104657.223877
  nChanged 0
		SP:Iteration 39F (156941.870000 sec): 3 clusters
  Score: Raw -106934.988061 + Penalty 2277.764184 = -104657.223877
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156942.020000 sec): 2 clusters
  Score: Raw -1365629.920504 + Penalty 1541.980022 = -1364087.940482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156942.240000 sec): 3 clusters
  Score: Raw -1357926.571795 + Penalty 3083.960044 = -1354842.611751
  nChanged 5836
		SP:Iteration 1F (156942.530000 sec): 3 clusters
  Score: Raw -1361265.954319 + Penalty 3083.960044 = -1358181.994275
  nChanged 856
		SP:Iteration 2F (156942.740000 sec): 3 clusters
  Score: Raw -1361697.240208 + Penalty 3083.960044 = -1358613.280164
  nChanged 811
		SP:Iteration 3F (156942.940000 sec): 3 clusters
  Score: Raw -1362120.280472 + Penalty 3083.960044 = -1359036.320428
  nChanged 760
		SP:Iteration 4F (156943.180000 sec): 3 clusters
  Score: Raw -1362558.118334 + Penalty 3083.960044 = -1359474.158291
  nChanged 769
		SP:Iteration 5F (156943.400000 sec): 3 clusters
  Score: Raw -1363074.611902 + Penalty 3083.960044 = -1359990.651858
  nChanged 784
		SP:Iteration 6F (156943.680000 sec): 3 clusters
  Score: Raw -1363673.057170 + Penalty 3083.960044 = -1360589.097126
  nChanged 766
		SP:Iteration 7F (156943.930000 sec): 3 clusters
  Score: Raw -1364295.775608 + Penalty 3083.960044 = -1361211.815564
  nChanged 607
		SP:Iteration 8Q (156944.200000 sec): 3 clusters
  Score: Raw -1364835.117317 + Penalty 3083.960044 = -1361751.157273
  nChanged 477
		SP:Iteration 9Q (156944.420000 sec): 3 clusters
  Score: Raw -1365316.202702 + Penalty 3083.960044 = -1362232.242658
  nChanged 324
		SP:Iteration 10Q (156944.680000 sec): 3 clusters
  Score: Raw -1365686.168429 + Penalty 3083.960044 = -1362602.208385
  nChanged 198
		SP:Iteration 11Q (156944.870000 sec): 3 clusters
  Score: Raw -1365910.066519 + Penalty 3083.960044 = -1362826.106475
  nChanged 133
		SP:Iteration 12Q (156945.070000 sec): 3 clusters
  Score: Raw -1366055.288920 + Penalty 3083.960044 = -1362971.328876
  nChanged 94
		SP:Iteration 13Q (156945.290000 sec): 3 clusters
  Score: Raw -1366132.338729 + Penalty 3083.960044 = -1363048.378685
  nChanged 57
		SP:Iteration 14Q (156945.530000 sec): 3 clusters
  Score: Raw -1366179.041528 + Penalty 3083.960044 = -1363095.081484
  nChanged 39
		SP:Iteration 15Q (156945.840000 sec): 3 clusters
  Score: Raw -1366211.872002 + Penalty 3083.960044 = -1363127.911958
  nChanged 29
		SP:Iteration 16Q (156946.000000 sec): 3 clusters
  Score: Raw -1366237.297270 + Penalty 3083.960044 = -1363153.337226
  nChanged 29
		SP:Iteration 17Q (156946.250000 sec): 3 clusters
  Score: Raw -1366258.443289 + Penalty 3083.960044 = -1363174.483245
  nChanged 27
		SP:Iteration 18Q (156946.470000 sec): 3 clusters
  Score: Raw -1366279.007564 + Penalty 3083.960044 = -1363195.047520
  nChanged 17
		SP:Iteration 19Q (156946.700000 sec): 3 clusters
  Score: Raw -1366290.500153 + Penalty 3083.960044 = -1363206.540109
  nChanged 16
		SP:Iteration 20F (156946.920000 sec): 3 clusters
  Score: Raw -1366298.880991 + Penalty 3083.960044 = -1363214.920947
  nChanged 13
		SP:Iteration 21Q (156947.140000 sec): 3 clusters
  Score: Raw -1366305.085003 + Penalty 3083.960044 = -1363221.124959
  nChanged 4
		SP:Iteration 22Q (156947.390000 sec): 3 clusters
  Score: Raw -1366306.558672 + Penalty 3083.960044 = -1363222.598629
  nChanged 2
		SP:Iteration 23Q (156947.610000 sec): 3 clusters
  Score: Raw -1366307.296065 + Penalty 3083.960044 = -1363223.336021
  nChanged 1
		SP:Iteration 24Q (156947.820000 sec): 3 clusters
  Score: Raw -1366307.970721 + Penalty 3083.960044 = -1363224.010677
  nChanged 1
		SP:Iteration 25Q (156948.050000 sec): 3 clusters
  Score: Raw -1366308.382945 + Penalty 3083.960044 = -1363224.422901
  nChanged 1
		SP:Iteration 26Q (156948.240000 sec): 3 clusters
  Score: Raw -1366308.453383 + Penalty 3083.960044 = -1363224.493339
  nChanged 0
		SP:Iteration 27F (156948.480000 sec): 3 clusters
  Score: Raw -1366308.453383 + Penalty 3083.960044 = -1363224.493339
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156948.590000 sec): 2 clusters
  Score: Raw -101022.210554 + Penalty 1136.960742 = -99885.249812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156948.710000 sec): 3 clusters
  Score: Raw -100695.395669 + Penalty 2273.921484 = -98421.474186
  nChanged 339
		SP:Iteration 1F (156948.930000 sec): 3 clusters
  Score: Raw -100962.488574 + Penalty 2273.921484 = -98688.567091
  nChanged 84
		SP:Iteration 2F (156949.110000 sec): 3 clusters
  Score: Raw -101047.934637 + Penalty 2273.921484 = -98774.013154
  nChanged 56
		SP:Iteration 3F (156949.290000 sec): 3 clusters
  Score: Raw -101121.913565 + Penalty 2273.921484 = -98847.992081
  nChanged 50
		SP:Iteration 4Q (156949.450000 sec): 3 clusters
  Score: Raw -101196.626871 + Penalty 2273.921484 = -98922.705387
  nChanged 51
		SP:Iteration 5Q (156949.570000 sec): 3 clusters
  Score: Raw -101280.259888 + Penalty 2273.921484 = -99006.338404
  nChanged 45
		SP:Iteration 6Q (156949.750000 sec): 3 clusters
  Score: Raw -101341.938477 + Penalty 2273.921484 = -99068.016993
  nChanged 31
		SP:Iteration 7Q (156949.900000 sec): 3 clusters
  Score: Raw -101380.371948 + Penalty 2273.921484 = -99106.450465
  nChanged 22
		SP:Iteration 8Q (156950.070000 sec): 3 clusters
  Score: Raw -101407.756068 + Penalty 2273.921484 = -99133.834584
  nChanged 18
		SP:Iteration 9Q (156950.250000 sec): 3 clusters
  Score: Raw -101425.628888 + Penalty 2273.921484 = -99151.707405
  nChanged 10
		SP:Iteration 10Q (156950.430000 sec): 3 clusters
  Score: Raw -101439.225323 + Penalty 2273.921484 = -99165.303839
  nChanged 12
		SP:Iteration 11Q (156950.600000 sec): 3 clusters
  Score: Raw -101457.679366 + Penalty 2273.921484 = -99183.757883
  nChanged 12
		SP:Iteration 12Q (156950.790000 sec): 3 clusters
  Score: Raw -101467.435149 + Penalty 2273.921484 = -99193.513666
  nChanged 9
		SP:Iteration 13Q (156950.950000 sec): 3 clusters
  Score: Raw -101478.797958 + Penalty 2273.921484 = -99204.876474
  nChanged 11
		SP:Iteration 14Q (156951.130000 sec): 3 clusters
  Score: Raw -101494.760848 + Penalty 2273.921484 = -99220.839364
  nChanged 9
		SP:Iteration 15Q (156951.270000 sec): 3 clusters
  Score: Raw -101506.112651 + Penalty 2273.921484 = -99232.191167
  nChanged 5
		SP:Iteration 16Q (156951.410000 sec): 3 clusters
  Score: Raw -101509.770931 + Penalty 2273.921484 = -99235.849447
  nChanged 7
		SP:Iteration 17Q (156951.560000 sec): 3 clusters
  Score: Raw -101515.699731 + Penalty 2273.921484 = -99241.778248
  nChanged 6
		SP:Iteration 18Q (156951.700000 sec): 3 clusters
  Score: Raw -101519.930208 + Penalty 2273.921484 = -99246.008724
  nChanged 6
		SP:Iteration 19Q (156951.850000 sec): 3 clusters
  Score: Raw -101527.193646 + Penalty 2273.921484 = -99253.272162
  nChanged 3
		SP:Iteration 20F (156951.990000 sec): 3 clusters
  Score: Raw -101532.957518 + Penalty 2273.921484 = -99259.036034
  nChanged 3
		SP:Iteration 21Q (156952.130000 sec): 3 clusters
  Score: Raw -101557.655398 + Penalty 2273.921484 = -99283.733915
  nChanged 11
		SP:Iteration 22Q (156952.280000 sec): 3 clusters
  Score: Raw -101580.138093 + Penalty 2273.921484 = -99306.216610
  nChanged 13
		SP:Iteration 23Q (156952.420000 sec): 3 clusters
  Score: Raw -101590.285263 + Penalty 2273.921484 = -99316.363779
  nChanged 8
		SP:Iteration 24Q (156952.570000 sec): 3 clusters
  Score: Raw -101597.083242 + Penalty 2273.921484 = -99323.161758
  nChanged 3
		SP:Iteration 25Q (156952.710000 sec): 3 clusters
  Score: Raw -101602.646760 + Penalty 2273.921484 = -99328.725276
  nChanged 3
		SP:Iteration 26Q (156952.850000 sec): 3 clusters
  Score: Raw -101607.085449 + Penalty 2273.921484 = -99333.163965
  nChanged 3
		SP:Iteration 27Q (156953.000000 sec): 3 clusters
  Score: Raw -101610.206756 + Penalty 2273.921484 = -99336.285273
  nChanged 5
		SP:Iteration 28Q (156953.140000 sec): 3 clusters
  Score: Raw -101621.258572 + Penalty 2273.921484 = -99347.337089
  nChanged 7
		SP:Iteration 29Q (156953.290000 sec): 3 clusters
  Score: Raw -101628.137116 + Penalty 2273.921484 = -99354.215633
  nChanged 5
		SP:Iteration 30Q (156953.470000 sec): 3 clusters
  Score: Raw -101635.746143 + Penalty 2273.921484 = -99361.824659
  nChanged 5
		SP:Iteration 31Q (156953.640000 sec): 3 clusters
  Score: Raw -101641.419514 + Penalty 2273.921484 = -99367.498030
  nChanged 5
		SP:Iteration 32Q (156953.780000 sec): 3 clusters
  Score: Raw -101648.456879 + Penalty 2273.921484 = -99374.535395
  nChanged 5
		SP:Iteration 33Q (156953.990000 sec): 3 clusters
  Score: Raw -101652.666800 + Penalty 2273.921484 = -99378.745316
  nChanged 1
		SP:Iteration 34Q (156954.210000 sec): 3 clusters
  Score: Raw -101653.435113 + Penalty 2273.921484 = -99379.513630
  nChanged 1
		SP:Iteration 35Q (156954.350000 sec): 3 clusters
  Score: Raw -101653.910386 + Penalty 2273.921484 = -99379.988902
  nChanged 1
		SP:Iteration 36Q (156954.490000 sec): 3 clusters
  Score: Raw -101654.412706 + Penalty 2273.921484 = -99380.491223
  nChanged 2
		SP:Iteration 37Q (156954.630000 sec): 3 clusters
  Score: Raw -101655.679372 + Penalty 2273.921484 = -99381.757888
  nChanged 1
		SP:Iteration 38Q (156954.780000 sec): 3 clusters
  Score: Raw -101656.523083 + Penalty 2273.921484 = -99382.601600
  nChanged 0
		SP:Iteration 39F (156954.920000 sec): 3 clusters
  Score: Raw -101656.523083 + Penalty 2273.921484 = -99382.601600
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156955.170000 sec): 2 clusters
  Score: Raw -2326729.319893 + Penalty 1627.231308 = -2325102.088585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156955.450000 sec): 3 clusters
  Score: Raw -2313235.800654 + Penalty 3254.462616 = -2309981.338038
  nChanged 10123
		SP:Iteration 1F (156955.750000 sec): 3 clusters
  Score: Raw -2318914.566449 + Penalty 3254.462616 = -2315660.103833
  nChanged 1269
		SP:Iteration 2F (156956.040000 sec): 3 clusters
  Score: Raw -2319483.478390 + Penalty 3254.462616 = -2316229.015773
  nChanged 1373
		SP:Iteration 3F (156956.330000 sec): 3 clusters
  Score: Raw -2320177.830805 + Penalty 3254.462616 = -2316923.368189
  nChanged 1400
		SP:Iteration 4F (156956.560000 sec): 3 clusters
  Score: Raw -2320906.936280 + Penalty 3254.462616 = -2317652.473664
  nChanged 1412
		SP:Iteration 5F (156956.820000 sec): 3 clusters
  Score: Raw -2321686.435895 + Penalty 3254.462616 = -2318431.973279
  nChanged 1304
		SP:Iteration 6F (156957.090000 sec): 3 clusters
  Score: Raw -2322440.247493 + Penalty 3254.462616 = -2319185.784877
  nChanged 1241
		SP:Iteration 7F (156957.410000 sec): 3 clusters
  Score: Raw -2323184.903573 + Penalty 3254.462616 = -2319930.440957
  nChanged 1127
		SP:Iteration 8F (156957.680000 sec): 3 clusters
  Score: Raw -2323910.015397 + Penalty 3254.462616 = -2320655.552781
  nChanged 1016
		SP:Iteration 9Q (156957.990000 sec): 3 clusters
  Score: Raw -2324565.567783 + Penalty 3254.462616 = -2321311.105167
  nChanged 897
		SP:Iteration 10Q (156958.310000 sec): 3 clusters
  Score: Raw -2325186.854953 + Penalty 3254.462616 = -2321932.392337
  nChanged 767
		SP:Iteration 11Q (156958.630000 sec): 3 clusters
  Score: Raw -2325720.861802 + Penalty 3254.462616 = -2322466.399186
  nChanged 577
		SP:Iteration 12Q (156958.920000 sec): 3 clusters
  Score: Raw -2326121.959324 + Penalty 3254.462616 = -2322867.496708
  nChanged 424
		SP:Iteration 13Q (156959.200000 sec): 3 clusters
  Score: Raw -2326412.499623 + Penalty 3254.462616 = -2323158.037006
  nChanged 304
		SP:Iteration 14Q (156959.500000 sec): 3 clusters
  Score: Raw -2326632.799089 + Penalty 3254.462616 = -2323378.336473
  nChanged 220
		SP:Iteration 15Q (156959.800000 sec): 3 clusters
  Score: Raw -2326780.468660 + Penalty 3254.462616 = -2323526.006043
  nChanged 139
		SP:Iteration 16Q (156960.070000 sec): 3 clusters
  Score: Raw -2326869.964837 + Penalty 3254.462616 = -2323615.502221
  nChanged 101
		SP:Iteration 17Q (156960.370000 sec): 3 clusters
  Score: Raw -2326924.634313 + Penalty 3254.462616 = -2323670.171696
  nChanged 63
		SP:Iteration 18Q (156960.660000 sec): 3 clusters
  Score: Raw -2326956.451631 + Penalty 3254.462616 = -2323701.989015
  nChanged 42
		SP:Iteration 19Q (156960.980000 sec): 3 clusters
  Score: Raw -2326981.324281 + Penalty 3254.462616 = -2323726.861665
  nChanged 29
		SP:Iteration 20F (156961.240000 sec): 3 clusters
  Score: Raw -2327003.065378 + Penalty 3254.462616 = -2323748.602762
  nChanged 38
		SP:Iteration 21Q (156961.520000 sec): 3 clusters
  Score: Raw -2327026.374231 + Penalty 3254.462616 = -2323771.911615
  nChanged 32
		SP:Iteration 22Q (156961.840000 sec): 3 clusters
  Score: Raw -2327046.873782 + Penalty 3254.462616 = -2323792.411166
  nChanged 28
		SP:Iteration 23Q (156962.140000 sec): 3 clusters
  Score: Raw -2327066.056900 + Penalty 3254.462616 = -2323811.594284
  nChanged 20
		SP:Iteration 24Q (156962.360000 sec): 3 clusters
  Score: Raw -2327080.315596 + Penalty 3254.462616 = -2323825.852980
  nChanged 16
		SP:Iteration 25Q (156962.680000 sec): 3 clusters
  Score: Raw -2327089.026657 + Penalty 3254.462616 = -2323834.564041
  nChanged 9
		SP:Iteration 26Q (156963.000000 sec): 3 clusters
  Score: Raw -2327094.396081 + Penalty 3254.462616 = -2323839.933464
  nChanged 6
		SP:Iteration 27Q (156963.280000 sec): 3 clusters
  Score: Raw -2327096.716015 + Penalty 3254.462616 = -2323842.253399
  nChanged 7
		SP:Iteration 28Q (156963.590000 sec): 3 clusters
  Score: Raw -2327100.294568 + Penalty 3254.462616 = -2323845.831951
  nChanged 4
		SP:Iteration 29Q (156963.820000 sec): 3 clusters
  Score: Raw -2327102.326861 + Penalty 3254.462616 = -2323847.864245
  nChanged 7
		SP:Iteration 30Q (156964.120000 sec): 3 clusters
  Score: Raw -2327104.984747 + Penalty 3254.462616 = -2323850.522131
  nChanged 4
		SP:Iteration 31Q (156964.370000 sec): 3 clusters
  Score: Raw -2327107.363223 + Penalty 3254.462616 = -2323852.900607
  nChanged 7
		SP:Iteration 32Q (156964.630000 sec): 3 clusters
  Score: Raw -2327108.832973 + Penalty 3254.462616 = -2323854.370357
  nChanged 2
		SP:Iteration 33Q (156964.900000 sec): 3 clusters
  Score: Raw -2327109.242390 + Penalty 3254.462616 = -2323854.779774
  nChanged 2
		SP:Iteration 34Q (156965.160000 sec): 3 clusters
  Score: Raw -2327109.487187 + Penalty 3254.462616 = -2323855.024571
  nChanged 1
		SP:Iteration 35Q (156965.490000 sec): 3 clusters
  Score: Raw -2327109.732785 + Penalty 3254.462616 = -2323855.270169
  nChanged 0
		SP:Iteration 36F (156965.770000 sec): 3 clusters
  Score: Raw -2327109.732785 + Penalty 3254.462616 = -2323855.270169
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156965.880000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156966.040000 sec): 3 clusters
  Score: Raw -21810.188629 + Penalty 1779.850654 = -20030.337974
  nChanged 35
		SP:Iteration 1F (156966.170000 sec): 3 clusters
  Score: Raw -21898.640714 + Penalty 1779.850654 = -20118.790060
  nChanged 11
		SP:Iteration 2Q (156966.310000 sec): 3 clusters
  Score: Raw -21938.324379 + Penalty 1779.850654 = -20158.473724
  nChanged 5
		SP:Iteration 3Q (156966.440000 sec): 3 clusters
  Score: Raw -21956.266340 + Penalty 1779.850654 = -20176.415686
  nChanged 3
		SP:Iteration 4Q (156966.560000 sec): 3 clusters
  Score: Raw -21964.076739 + Penalty 1779.850654 = -20184.226084
  nChanged 2
		SP:Iteration 5Q (156966.690000 sec): 3 clusters
  Score: Raw -21969.355914 + Penalty 1779.850654 = -20189.505259
  nChanged 1
		SP:Iteration 6Q (156966.820000 sec): 3 clusters
  Score: Raw -21971.506774 + Penalty 1779.850654 = -20191.656120
  nChanged 1
		SP:Iteration 7Q (156966.950000 sec): 3 clusters
  Score: Raw -21979.170572 + Penalty 1779.850654 = -20199.319918
  nChanged 0
		SP:Iteration 8F (156967.140000 sec): 3 clusters
  Score: Raw -21979.170572 + Penalty 1779.850654 = -20199.319918
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156967.420000 sec): 2 clusters
  Score: Raw -3936122.055349 + Penalty 1702.527251 = -3934419.528099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156967.770000 sec): 3 clusters
  Score: Raw -3914001.422136 + Penalty 3405.054501 = -3910596.367635
  nChanged 16431
		SP:Iteration 1F (156968.110000 sec): 3 clusters
  Score: Raw -3923182.043384 + Penalty 3405.054501 = -3919776.988883
  nChanged 1401
		SP:Iteration 2Q (156968.510000 sec): 3 clusters
  Score: Raw -3923619.816090 + Penalty 3405.054501 = -3920214.761589
  nChanged 1508
		SP:Iteration 3Q (156968.920000 sec): 3 clusters
  Score: Raw -3924162.819818 + Penalty 3405.054501 = -3920757.765317
  nChanged 1679
		SP:Iteration 4Q (156969.250000 sec): 3 clusters
  Score: Raw -3924894.719195 + Penalty 3405.054501 = -3921489.664693
  nChanged 1981
		SP:Iteration 5F (156969.600000 sec): 3 clusters
  Score: Raw -3926001.684465 + Penalty 3405.054501 = -3922596.629964
  nChanged 2418
		SP:Iteration 6F (156969.940000 sec): 3 clusters
  Score: Raw -3927712.158659 + Penalty 3405.054501 = -3924307.104158
  nChanged 2669
		SP:Iteration 7F (156970.260000 sec): 3 clusters
  Score: Raw -3929986.837713 + Penalty 3405.054501 = -3926581.783211
  nChanged 2471
		SP:Iteration 8F (156970.640000 sec): 3 clusters
  Score: Raw -3932209.595053 + Penalty 3405.054501 = -3928804.540552
  nChanged 1764
		SP:Iteration 9Q (156970.940000 sec): 3 clusters
  Score: Raw -3933804.628149 + Penalty 3405.054501 = -3930399.573648
  nChanged 1155
		SP:Iteration 10Q (156971.300000 sec): 3 clusters
  Score: Raw -3934871.387302 + Penalty 3405.054501 = -3931466.332800
  nChanged 701
		SP:Iteration 11Q (156971.660000 sec): 3 clusters
  Score: Raw -3935534.929127 + Penalty 3405.054501 = -3932129.874625
  nChanged 375
		SP:Iteration 12Q (156972.050000 sec): 3 clusters
  Score: Raw -3935883.923192 + Penalty 3405.054501 = -3932478.868691
  nChanged 201
		SP:Iteration 13Q (156972.400000 sec): 3 clusters
  Score: Raw -3936061.461092 + Penalty 3405.054501 = -3932656.406591
  nChanged 134
		SP:Iteration 14Q (156972.720000 sec): 3 clusters
  Score: Raw -3936165.206041 + Penalty 3405.054501 = -3932760.151540
  nChanged 75
		SP:Iteration 15Q (156973.000000 sec): 3 clusters
  Score: Raw -3936221.142192 + Penalty 3405.054501 = -3932816.087691
  nChanged 60
		SP:Iteration 16Q (156973.370000 sec): 3 clusters
  Score: Raw -3936267.653895 + Penalty 3405.054501 = -3932862.599394
  nChanged 32
		SP:Iteration 17Q (156973.710000 sec): 3 clusters
  Score: Raw -3936284.435048 + Penalty 3405.054501 = -3932879.380546
  nChanged 21
		SP:Iteration 18Q (156974.050000 sec): 3 clusters
  Score: Raw -3936295.165840 + Penalty 3405.054501 = -3932890.111339
  nChanged 10
		SP:Iteration 19Q (156974.370000 sec): 3 clusters
  Score: Raw -3936300.151187 + Penalty 3405.054501 = -3932895.096685
  nChanged 8
		SP:Iteration 20F (156974.720000 sec): 3 clusters
  Score: Raw -3936305.296217 + Penalty 3405.054501 = -3932900.241715
  nChanged 13
		SP:Iteration 21Q (156975.000000 sec): 3 clusters
  Score: Raw -3936312.547857 + Penalty 3405.054501 = -3932907.493356
  nChanged 10
		SP:Iteration 22Q (156975.340000 sec): 3 clusters
  Score: Raw -3936318.019827 + Penalty 3405.054501 = -3932912.965326
  nChanged 9
		SP:Iteration 23Q (156975.730000 sec): 3 clusters
  Score: Raw -3936322.734382 + Penalty 3405.054501 = -3932917.679881
  nChanged 9
		SP:Iteration 24Q (156976.130000 sec): 3 clusters
  Score: Raw -3936327.575478 + Penalty 3405.054501 = -3932922.520977
  nChanged 8
		SP:Iteration 25Q (156976.450000 sec): 3 clusters
  Score: Raw -3936331.801444 + Penalty 3405.054501 = -3932926.746943
  nChanged 3
		SP:Iteration 26Q (156976.690000 sec): 3 clusters
  Score: Raw -3936333.784164 + Penalty 3405.054501 = -3932928.729663
  nChanged 4
		SP:Iteration 27Q (156977.010000 sec): 3 clusters
  Score: Raw -3936335.857168 + Penalty 3405.054501 = -3932930.802667
  nChanged 3
		SP:Iteration 28Q (156977.300000 sec): 3 clusters
  Score: Raw -3936338.058388 + Penalty 3405.054501 = -3932933.003887
  nChanged 4
		SP:Iteration 29Q (156977.640000 sec): 3 clusters
  Score: Raw -3936340.502851 + Penalty 3405.054501 = -3932935.448350
  nChanged 3
		SP:Iteration 30Q (156978.010000 sec): 3 clusters
  Score: Raw -3936341.681159 + Penalty 3405.054501 = -3932936.626657
  nChanged 1
		SP:Iteration 31Q (156978.300000 sec): 3 clusters
  Score: Raw -3936341.920825 + Penalty 3405.054501 = -3932936.866324
  nChanged 0
		SP:Iteration 32F (156978.680000 sec): 3 clusters
  Score: Raw -3936341.920825 + Penalty 3405.054501 = -3932936.866324
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156978.830000 sec): 2 clusters
  Score: Raw -1052364.389529 + Penalty 1511.101082 = -1050853.288447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (156979.020000 sec): 3 clusters
  Score: Raw -1046159.322656 + Penalty 3022.202164 = -1043137.120492
  nChanged 4727
		SP:Iteration 1F (156979.190000 sec): 3 clusters
  Score: Raw -1048883.919961 + Penalty 3022.202164 = -1045861.717797
  nChanged 741
		SP:Iteration 2F (156979.450000 sec): 3 clusters
  Score: Raw -1049360.252074 + Penalty 3022.202164 = -1046338.049910
  nChanged 715
		SP:Iteration 3F (156979.650000 sec): 3 clusters
  Score: Raw -1049819.796531 + Penalty 3022.202164 = -1046797.594367
  nChanged 674
		SP:Iteration 4F (156979.880000 sec): 3 clusters
  Score: Raw -1050203.498850 + Penalty 3022.202164 = -1047181.296686
  nChanged 568
		SP:Iteration 5F (156980.110000 sec): 3 clusters
  Score: Raw -1050492.540535 + Penalty 3022.202164 = -1047470.338370
  nChanged 493
		SP:Iteration 6Q (156980.340000 sec): 3 clusters
  Score: Raw -1050721.899702 + Penalty 3022.202164 = -1047699.697538
  nChanged 442
		SP:Iteration 7Q (156980.560000 sec): 3 clusters
  Score: Raw -1050918.760001 + Penalty 3022.202164 = -1047896.557837
  nChanged 387
		SP:Iteration 8Q (156980.770000 sec): 3 clusters
  Score: Raw -1051086.453640 + Penalty 3022.202164 = -1048064.251476
  nChanged 365
		SP:Iteration 9Q (156980.970000 sec): 3 clusters
  Score: Raw -1051225.902457 + Penalty 3022.202164 = -1048203.700293
  nChanged 325
		SP:Iteration 10Q (156981.200000 sec): 3 clusters
  Score: Raw -1051360.860377 + Penalty 3022.202164 = -1048338.658213
  nChanged 306
		SP:Iteration 11Q (156981.390000 sec): 3 clusters
  Score: Raw -1051494.771365 + Penalty 3022.202164 = -1048472.569201
  nChanged 291
		SP:Iteration 12Q (156981.630000 sec): 3 clusters
  Score: Raw -1051625.875458 + Penalty 3022.202164 = -1048603.673294
  nChanged 275
		SP:Iteration 13Q (156981.850000 sec): 3 clusters
  Score: Raw -1051737.103830 + Penalty 3022.202164 = -1048714.901666
  nChanged 217
		SP:Iteration 14Q (156982.040000 sec): 3 clusters
  Score: Raw -1051821.428597 + Penalty 3022.202164 = -1048799.226433
  nChanged 182
		SP:Iteration 15Q (156982.300000 sec): 3 clusters
  Score: Raw -1051895.678658 + Penalty 3022.202164 = -1048873.476494
  nChanged 183
		SP:Iteration 16Q (156982.550000 sec): 3 clusters
  Score: Raw -1051962.231532 + Penalty 3022.202164 = -1048940.029368
  nChanged 164
		SP:Iteration 17Q (156982.760000 sec): 3 clusters
  Score: Raw -1052023.150325 + Penalty 3022.202164 = -1049000.948161
  nChanged 151
		SP:Iteration 18Q (156982.980000 sec): 3 clusters
  Score: Raw -1052080.419894 + Penalty 3022.202164 = -1049058.217730
  nChanged 156
		SP:Iteration 19Q (156983.190000 sec): 3 clusters
  Score: Raw -1052129.973732 + Penalty 3022.202164 = -1049107.771567
  nChanged 140
		SP:Iteration 20F (156983.420000 sec): 3 clusters
  Score: Raw -1052174.230548 + Penalty 3022.202164 = -1049152.028384
  nChanged 123
		SP:Iteration 21Q (156983.640000 sec): 3 clusters
  Score: Raw -1052208.921563 + Penalty 3022.202164 = -1049186.719399
  nChanged 110
		SP:Iteration 22Q (156983.900000 sec): 3 clusters
  Score: Raw -1052240.665089 + Penalty 3022.202164 = -1049218.462925
  nChanged 101
		SP:Iteration 23Q (156984.080000 sec): 3 clusters
  Score: Raw -1052272.948265 + Penalty 3022.202164 = -1049250.746101
  nChanged 91
		SP:Iteration 24Q (156984.330000 sec): 3 clusters
  Score: Raw -1052299.232796 + Penalty 3022.202164 = -1049277.030632
  nChanged 75
		SP:Iteration 25Q (156984.580000 sec): 3 clusters
  Score: Raw -1052315.210063 + Penalty 3022.202164 = -1049293.007899
  nChanged 69
		SP:Iteration 26Q (156984.770000 sec): 3 clusters
  Score: Raw -1052331.273622 + Penalty 3022.202164 = -1049309.071458
  nChanged 72
		SP:Iteration 27Q (156985.040000 sec): 3 clusters
  Score: Raw -1052352.114380 + Penalty 3022.202164 = -1049329.912216
  nChanged 66
		SP:Iteration 28Q (156985.220000 sec): 3 clusters
  Score: Raw -1052373.631063 + Penalty 3022.202164 = -1049351.428899
  nChanged 84
		SP:Iteration 29Q (156985.430000 sec): 3 clusters
  Score: Raw -1052400.714190 + Penalty 3022.202164 = -1049378.512026
  nChanged 87
		SP:Iteration 30Q (156985.640000 sec): 3 clusters
  Score: Raw -1052429.943204 + Penalty 3022.202164 = -1049407.741040
  nChanged 101
		SP:Iteration 31Q (156985.880000 sec): 3 clusters
  Score: Raw -1052465.245236 + Penalty 3022.202164 = -1049443.043072
  nChanged 99
		SP:Iteration 32Q (156986.070000 sec): 3 clusters
  Score: Raw -1052501.374994 + Penalty 3022.202164 = -1049479.172830
  nChanged 95
		SP:Iteration 33Q (156986.250000 sec): 3 clusters
  Score: Raw -1052531.538783 + Penalty 3022.202164 = -1049509.336618
  nChanged 93
		SP:Iteration 34Q (156986.510000 sec): 3 clusters
  Score: Raw -1052565.307697 + Penalty 3022.202164 = -1049543.105533
  nChanged 85
		SP:Iteration 35Q (156986.680000 sec): 3 clusters
  Score: Raw -1052601.606567 + Penalty 3022.202164 = -1049579.404403
  nChanged 82
		SP:Iteration 36Q (156986.880000 sec): 3 clusters
  Score: Raw -1052633.876919 + Penalty 3022.202164 = -1049611.674755
  nChanged 85
		SP:Iteration 37Q (156987.080000 sec): 3 clusters
  Score: Raw -1052663.441121 + Penalty 3022.202164 = -1049641.238957
  nChanged 67
		SP:Iteration 38Q (156987.290000 sec): 3 clusters
  Score: Raw -1052684.039402 + Penalty 3022.202164 = -1049661.837238
  nChanged 61
		SP:Iteration 39Q (156987.510000 sec): 3 clusters
  Score: Raw -1052704.788930 + Penalty 3022.202164 = -1049682.586766
  nChanged 57
		SP:Iteration 40F (156987.730000 sec): 3 clusters
  Score: Raw -1052723.458312 + Penalty 3022.202164 = -1049701.256148
  nChanged 46
		SP:Iteration 41Q (156987.920000 sec): 3 clusters
  Score: Raw -1052736.937469 + Penalty 3022.202164 = -1049714.735304
  nChanged 47
		SP:Iteration 42Q (156988.130000 sec): 3 clusters
  Score: Raw -1052749.599053 + Penalty 3022.202164 = -1049727.396889
  nChanged 55
		SP:Iteration 43Q (156988.370000 sec): 3 clusters
  Score: Raw -1052768.746992 + Penalty 3022.202164 = -1049746.544828
  nChanged 60
		SP:Iteration 44Q (156988.620000 sec): 3 clusters
  Score: Raw -1052789.610339 + Penalty 3022.202164 = -1049767.408175
  nChanged 62
		SP:Iteration 45Q (156988.800000 sec): 3 clusters
  Score: Raw -1052810.951557 + Penalty 3022.202164 = -1049788.749393
  nChanged 65
		SP:Iteration 46Q (156989.050000 sec): 3 clusters
  Score: Raw -1052835.357980 + Penalty 3022.202164 = -1049813.155816
  nChanged 70
		SP:Iteration 47Q (156989.260000 sec): 3 clusters
  Score: Raw -1052861.822671 + Penalty 3022.202164 = -1049839.620507
  nChanged 61
		SP:Iteration 48Q (156989.510000 sec): 3 clusters
  Score: Raw -1052884.574539 + Penalty 3022.202164 = -1049862.372375
  nChanged 54
		SP:Iteration 49Q (156989.690000 sec): 3 clusters
  Score: Raw -1052904.034322 + Penalty 3022.202164 = -1049881.832158
  nChanged 50
		SP:Iteration 50Q (156989.930000 sec): 3 clusters
  Score: Raw -1052919.674208 + Penalty 3022.202164 = -1049897.472044
  nChanged 43
		SP:Iteration 51Q (156990.110000 sec): 3 clusters
  Score: Raw -1052933.693384 + Penalty 3022.202164 = -1049911.491220
  nChanged 41
		SP:Iteration 52Q (156990.340000 sec): 3 clusters
  Score: Raw -1052944.465405 + Penalty 3022.202164 = -1049922.263241
  nChanged 24
		SP:Iteration 53Q (156990.540000 sec): 3 clusters
  Score: Raw -1052951.392846 + Penalty 3022.202164 = -1049929.190682
  nChanged 32
		SP:Iteration 54Q (156990.720000 sec): 3 clusters
  Score: Raw -1052961.459478 + Penalty 3022.202164 = -1049939.257314
  nChanged 39
		SP:Iteration 55Q (156990.950000 sec): 3 clusters
  Score: Raw -1052973.391284 + Penalty 3022.202164 = -1049951.189120
  nChanged 45
		SP:Iteration 56Q (156991.130000 sec): 3 clusters
  Score: Raw -1052987.235041 + Penalty 3022.202164 = -1049965.032877
  nChanged 32
		SP:Iteration 57Q (156991.380000 sec): 3 clusters
  Score: Raw -1052998.304002 + Penalty 3022.202164 = -1049976.101838
  nChanged 36
		SP:Iteration 58Q (156991.530000 sec): 3 clusters
  Score: Raw -1053010.458593 + Penalty 3022.202164 = -1049988.256429
  nChanged 35
		SP:Iteration 59Q (156991.770000 sec): 3 clusters
  Score: Raw -1053020.336323 + Penalty 3022.202164 = -1049998.134158
  nChanged 31
		SP:Iteration 60F (156991.960000 sec): 3 clusters
  Score: Raw -1053029.230904 + Penalty 3022.202164 = -1050007.028740
  nChanged 24
		SP:Iteration 61Q (156992.190000 sec): 3 clusters
  Score: Raw -1053037.408511 + Penalty 3022.202164 = -1050015.206347
  nChanged 20
		SP:Iteration 62Q (156992.440000 sec): 3 clusters
  Score: Raw -1053042.537495 + Penalty 3022.202164 = -1050020.335330
  nChanged 23
		SP:Iteration 63Q (156992.610000 sec): 3 clusters
  Score: Raw -1053050.671456 + Penalty 3022.202164 = -1050028.469292
  nChanged 30
		SP:Iteration 64Q (156992.830000 sec): 3 clusters
  Score: Raw -1053062.166413 + Penalty 3022.202164 = -1050039.964249
  nChanged 38
		SP:Iteration 65Q (156993.060000 sec): 3 clusters
  Score: Raw -1053074.762527 + Penalty 3022.202164 = -1050052.560363
  nChanged 21
		SP:Iteration 66Q (156993.240000 sec): 3 clusters
  Score: Raw -1053081.491427 + Penalty 3022.202164 = -1050059.289263
  nChanged 19
		SP:Iteration 67Q (156993.440000 sec): 3 clusters
  Score: Raw -1053086.900200 + Penalty 3022.202164 = -1050064.698035
  nChanged 19
		SP:Iteration 68Q (156993.660000 sec): 3 clusters
  Score: Raw -1053094.754471 + Penalty 3022.202164 = -1050072.552307
  nChanged 26
		SP:Iteration 69Q (156993.890000 sec): 3 clusters
  Score: Raw -1053104.556219 + Penalty 3022.202164 = -1050082.354055
  nChanged 24
		SP:Iteration 70Q (156994.080000 sec): 3 clusters
  Score: Raw -1053115.951070 + Penalty 3022.202164 = -1050093.748906
  nChanged 25
		SP:Iteration 71Q (156994.300000 sec): 3 clusters
  Score: Raw -1053124.269384 + Penalty 3022.202164 = -1050102.067220
  nChanged 19
		SP:Iteration 72Q (156994.540000 sec): 3 clusters
  Score: Raw -1053129.883246 + Penalty 3022.202164 = -1050107.681082
  nChanged 19
		SP:Iteration 73Q (156994.770000 sec): 3 clusters
  Score: Raw -1053137.365849 + Penalty 3022.202164 = -1050115.163685
  nChanged 17
		SP:Iteration 74Q (156994.920000 sec): 3 clusters
  Score: Raw -1053143.866672 + Penalty 3022.202164 = -1050121.664508
  nChanged 16
		SP:Iteration 75Q (156995.120000 sec): 3 clusters
  Score: Raw -1053150.344172 + Penalty 3022.202164 = -1050128.142008
  nChanged 15
		SP:Iteration 76Q (156995.350000 sec): 3 clusters
  Score: Raw -1053156.706870 + Penalty 3022.202164 = -1050134.504706
  nChanged 13
		SP:Iteration 77Q (156995.570000 sec): 3 clusters
  Score: Raw -1053160.860648 + Penalty 3022.202164 = -1050138.658484
  nChanged 8
		SP:Iteration 78Q (156995.750000 sec): 3 clusters
  Score: Raw -1053163.060179 + Penalty 3022.202164 = -1050140.858015
  nChanged 9
		SP:Iteration 79Q (156995.970000 sec): 3 clusters
  Score: Raw -1053166.378130 + Penalty 3022.202164 = -1050144.175966
  nChanged 15
		SP:Iteration 80F (156996.140000 sec): 3 clusters
  Score: Raw -1053171.777744 + Penalty 3022.202164 = -1050149.575579
  nChanged 21
		SP:Iteration 81Q (156996.380000 sec): 3 clusters
  Score: Raw -1053181.469803 + Penalty 3022.202164 = -1050159.267639
  nChanged 21
		SP:Iteration 82Q (156996.560000 sec): 3 clusters
  Score: Raw -1053191.616265 + Penalty 3022.202164 = -1050169.414101
  nChanged 24
		SP:Iteration 83Q (156996.720000 sec): 3 clusters
  Score: Raw -1053206.659764 + Penalty 3022.202164 = -1050184.457600
  nChanged 27
		SP:Iteration 84Q (156996.920000 sec): 3 clusters
  Score: Raw -1053224.255040 + Penalty 3022.202164 = -1050202.052876
  nChanged 27
		SP:Iteration 85Q (156997.050000 sec): 3 clusters
  Score: Raw -1053246.964567 + Penalty 3022.202164 = -1050224.762403
  nChanged 27
		SP:Iteration 86Q (156997.250000 sec): 3 clusters
  Score: Raw -1053270.141336 + Penalty 3022.202164 = -1050247.939172
  nChanged 24
		SP:Iteration 87Q (156997.440000 sec): 3 clusters
  Score: Raw -1053290.151842 + Penalty 3022.202164 = -1050267.949678
  nChanged 20
		SP:Iteration 88Q (156997.680000 sec): 3 clusters
  Score: Raw -1053301.529749 + Penalty 3022.202164 = -1050279.327585
  nChanged 12
		SP:Iteration 89Q (156997.850000 sec): 3 clusters
  Score: Raw -1053308.240833 + Penalty 3022.202164 = -1050286.038669
  nChanged 15
		SP:Iteration 90Q (156998.080000 sec): 3 clusters
  Score: Raw -1053317.460507 + Penalty 3022.202164 = -1050295.258343
  nChanged 12
		SP:Iteration 91Q (156998.270000 sec): 3 clusters
  Score: Raw -1053326.014110 + Penalty 3022.202164 = -1050303.811946
  nChanged 19
		SP:Iteration 92Q (156998.470000 sec): 3 clusters
  Score: Raw -1053338.614054 + Penalty 3022.202164 = -1050316.411890
  nChanged 15
		SP:Iteration 93Q (156998.620000 sec): 3 clusters
  Score: Raw -1053355.351169 + Penalty 3022.202164 = -1050333.149005
  nChanged 13
		SP:Iteration 94Q (156998.810000 sec): 3 clusters
  Score: Raw -1053363.321490 + Penalty 3022.202164 = -1050341.119325
  nChanged 8
		SP:Iteration 95Q (156998.990000 sec): 3 clusters
  Score: Raw -1053366.991229 + Penalty 3022.202164 = -1050344.789065
  nChanged 6
		SP:Iteration 96Q (156999.230000 sec): 3 clusters
  Score: Raw -1053368.866730 + Penalty 3022.202164 = -1050346.664566
  nChanged 2
		SP:Iteration 97Q (156999.400000 sec): 3 clusters
  Score: Raw -1053369.533050 + Penalty 3022.202164 = -1050347.330886
  nChanged 0
		SP:Iteration 98F (156999.640000 sec): 3 clusters
  Score: Raw -1053369.533050 + Penalty 3022.202164 = -1050347.330886
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (156999.790000 sec): 2 clusters
  Score: Raw -1999428.814903 + Penalty 1603.872152 = -1997824.942751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157000.070000 sec): 3 clusters
  Score: Raw -1987812.476454 + Penalty 3207.744304 = -1984604.732150
  nChanged 8772
		SP:Iteration 1F (157000.310000 sec): 3 clusters
  Score: Raw -1992772.693647 + Penalty 3207.744304 = -1989564.949343
  nChanged 1077
		SP:Iteration 2F (157000.610000 sec): 3 clusters
  Score: Raw -1993212.329739 + Penalty 3207.744304 = -1990004.585435
  nChanged 1027
		SP:Iteration 3F (157000.820000 sec): 3 clusters
  Score: Raw -1993622.793800 + Penalty 3207.744304 = -1990415.049496
  nChanged 956
		SP:Iteration 4Q (157001.090000 sec): 3 clusters
  Score: Raw -1994018.789290 + Penalty 3207.744304 = -1990811.044986
  nChanged 901
		SP:Iteration 5Q (157001.330000 sec): 3 clusters
  Score: Raw -1994398.536280 + Penalty 3207.744304 = -1991190.791976
  nChanged 869
		SP:Iteration 6Q (157001.550000 sec): 3 clusters
  Score: Raw -1994762.004946 + Penalty 3207.744304 = -1991554.260642
  nChanged 848
		SP:Iteration 7Q (157001.790000 sec): 3 clusters
  Score: Raw -1995153.593025 + Penalty 3207.744304 = -1991945.848721
  nChanged 863
		SP:Iteration 8Q (157002.020000 sec): 3 clusters
  Score: Raw -1995545.127212 + Penalty 3207.744304 = -1992337.382908
  nChanged 815
		SP:Iteration 9Q (157002.250000 sec): 3 clusters
  Score: Raw -1995938.425127 + Penalty 3207.744304 = -1992730.680823
  nChanged 837
		SP:Iteration 10Q (157002.580000 sec): 3 clusters
  Score: Raw -1996341.699615 + Penalty 3207.744304 = -1993133.955311
  nChanged 732
		SP:Iteration 11Q (157002.870000 sec): 3 clusters
  Score: Raw -1996669.756177 + Penalty 3207.744304 = -1993462.011873
  nChanged 628
		SP:Iteration 12Q (157003.110000 sec): 3 clusters
  Score: Raw -1996938.417598 + Penalty 3207.744304 = -1993730.673294
  nChanged 557
		SP:Iteration 13Q (157003.390000 sec): 3 clusters
  Score: Raw -1997194.822029 + Penalty 3207.744304 = -1993987.077724
  nChanged 527
		SP:Iteration 14Q (157003.690000 sec): 3 clusters
  Score: Raw -1997454.110301 + Penalty 3207.744304 = -1994246.365997
  nChanged 493
		SP:Iteration 15Q (157003.960000 sec): 3 clusters
  Score: Raw -1997720.609843 + Penalty 3207.744304 = -1994512.865539
  nChanged 495
		SP:Iteration 16Q (157004.230000 sec): 3 clusters
  Score: Raw -1998010.761380 + Penalty 3207.744304 = -1994803.017076
  nChanged 480
		SP:Iteration 17Q (157004.510000 sec): 3 clusters
  Score: Raw -1998289.242277 + Penalty 3207.744304 = -1995081.497973
  nChanged 447
		SP:Iteration 18Q (157004.710000 sec): 3 clusters
  Score: Raw -1998579.903987 + Penalty 3207.744304 = -1995372.159683
  nChanged 417
		SP:Iteration 19Q (157004.990000 sec): 3 clusters
  Score: Raw -1998865.428707 + Penalty 3207.744304 = -1995657.684403
  nChanged 342
		SP:Iteration 20F (157005.240000 sec): 3 clusters
  Score: Raw -1999088.522346 + Penalty 3207.744304 = -1995880.778042
  nChanged 261
		SP:Iteration 21Q (157005.490000 sec): 3 clusters
  Score: Raw -1999245.693854 + Penalty 3207.744304 = -1996037.949550
  nChanged 193
		SP:Iteration 22Q (157005.700000 sec): 3 clusters
  Score: Raw -1999373.302481 + Penalty 3207.744304 = -1996165.558177
  nChanged 136
		SP:Iteration 23Q (157005.950000 sec): 3 clusters
  Score: Raw -1999461.668952 + Penalty 3207.744304 = -1996253.924648
  nChanged 98
		SP:Iteration 24Q (157006.220000 sec): 3 clusters
  Score: Raw -1999513.930586 + Penalty 3207.744304 = -1996306.186282
  nChanged 71
		SP:Iteration 25Q (157006.440000 sec): 3 clusters
  Score: Raw -1999558.504700 + Penalty 3207.744304 = -1996350.760396
  nChanged 79
		SP:Iteration 26Q (157006.720000 sec): 3 clusters
  Score: Raw -1999611.934943 + Penalty 3207.744304 = -1996404.190639
  nChanged 56
		SP:Iteration 27Q (157006.920000 sec): 3 clusters
  Score: Raw -1999642.924886 + Penalty 3207.744304 = -1996435.180582
  nChanged 32
		SP:Iteration 28Q (157007.190000 sec): 3 clusters
  Score: Raw -1999659.032745 + Penalty 3207.744304 = -1996451.288441
  nChanged 24
		SP:Iteration 29Q (157007.480000 sec): 3 clusters
  Score: Raw -1999674.141387 + Penalty 3207.744304 = -1996466.397083
  nChanged 20
		SP:Iteration 30Q (157007.720000 sec): 3 clusters
  Score: Raw -1999688.616865 + Penalty 3207.744304 = -1996480.872561
  nChanged 25
		SP:Iteration 31Q (157007.900000 sec): 3 clusters
  Score: Raw -1999705.121150 + Penalty 3207.744304 = -1996497.376845
  nChanged 16
		SP:Iteration 32Q (157008.180000 sec): 3 clusters
  Score: Raw -1999716.989498 + Penalty 3207.744304 = -1996509.245193
  nChanged 14
		SP:Iteration 33Q (157008.450000 sec): 3 clusters
  Score: Raw -1999728.194984 + Penalty 3207.744304 = -1996520.450680
  nChanged 17
		SP:Iteration 34Q (157008.680000 sec): 3 clusters
  Score: Raw -1999738.350888 + Penalty 3207.744304 = -1996530.606584
  nChanged 13
		SP:Iteration 35Q (157008.950000 sec): 3 clusters
  Score: Raw -1999746.599922 + Penalty 3207.744304 = -1996538.855618
  nChanged 13
		SP:Iteration 36Q (157009.200000 sec): 3 clusters
  Score: Raw -1999754.766370 + Penalty 3207.744304 = -1996547.022066
  nChanged 17
		SP:Iteration 37Q (157009.450000 sec): 3 clusters
  Score: Raw -1999764.581324 + Penalty 3207.744304 = -1996556.837020
  nChanged 19
		SP:Iteration 38Q (157009.700000 sec): 3 clusters
  Score: Raw -1999778.191936 + Penalty 3207.744304 = -1996570.447632
  nChanged 16
		SP:Iteration 39Q (157009.990000 sec): 3 clusters
  Score: Raw -1999789.699307 + Penalty 3207.744304 = -1996581.955003
  nChanged 14
		SP:Iteration 40F (157010.240000 sec): 3 clusters
  Score: Raw -1999799.483568 + Penalty 3207.744304 = -1996591.739264
  nChanged 13
		SP:Iteration 41Q (157010.480000 sec): 3 clusters
  Score: Raw -1999805.544571 + Penalty 3207.744304 = -1996597.800267
  nChanged 14
		SP:Iteration 42Q (157010.740000 sec): 3 clusters
  Score: Raw -1999810.629485 + Penalty 3207.744304 = -1996602.885181
  nChanged 9
		SP:Iteration 43Q (157011.000000 sec): 3 clusters
  Score: Raw -1999814.465453 + Penalty 3207.744304 = -1996606.721149
  nChanged 8
		SP:Iteration 44Q (157011.260000 sec): 3 clusters
  Score: Raw -1999821.152795 + Penalty 3207.744304 = -1996613.408491
  nChanged 11
		SP:Iteration 45Q (157011.510000 sec): 3 clusters
  Score: Raw -1999823.923104 + Penalty 3207.744304 = -1996616.178800
  nChanged 6
		SP:Iteration 46Q (157011.720000 sec): 3 clusters
  Score: Raw -1999826.268265 + Penalty 3207.744304 = -1996618.523961
  nChanged 4
		SP:Iteration 47Q (157011.940000 sec): 3 clusters
  Score: Raw -1999827.719925 + Penalty 3207.744304 = -1996619.975621
  nChanged 5
		SP:Iteration 48Q (157012.100000 sec): 3 clusters
  Score: Raw -1999828.796420 + Penalty 3207.744304 = -1996621.052116
  nChanged 2
		SP:Iteration 49Q (157012.340000 sec): 3 clusters
  Score: Raw -1999829.274714 + Penalty 3207.744304 = -1996621.530410
  nChanged 1
		SP:Iteration 50Q (157012.580000 sec): 3 clusters
  Score: Raw -1999829.753963 + Penalty 3207.744304 = -1996622.009659
  nChanged 3
		SP:Iteration 51Q (157012.900000 sec): 3 clusters
  Score: Raw -1999831.430056 + Penalty 3207.744304 = -1996623.685752
  nChanged 2
		SP:Iteration 52Q (157013.160000 sec): 3 clusters
  Score: Raw -1999832.399900 + Penalty 3207.744304 = -1996624.655595
  nChanged 2
		SP:Iteration 53Q (157013.400000 sec): 3 clusters
  Score: Raw -1999833.195979 + Penalty 3207.744304 = -1996625.451675
  nChanged 1
		SP:Iteration 54Q (157013.680000 sec): 3 clusters
  Score: Raw -1999833.625159 + Penalty 3207.744304 = -1996625.880855
  nChanged 0
		SP:Iteration 55F (157013.970000 sec): 3 clusters
  Score: Raw -1999833.625159 + Penalty 3207.744304 = -1996625.880855
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157014.040000 sec): 2 clusters
  Score: Raw -466091.605870 + Penalty 1367.139332 = -464724.466538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157014.280000 sec): 3 clusters
  Score: Raw -463802.085033 + Penalty 2734.278664 = -461067.806369
  nChanged 1826
		SP:Iteration 1F (157014.440000 sec): 3 clusters
  Score: Raw -464815.190704 + Penalty 2734.278664 = -462080.912039
  nChanged 331
		SP:Iteration 2F (157014.650000 sec): 3 clusters
  Score: Raw -464975.068257 + Penalty 2734.278664 = -462240.789593
  nChanged 211
		SP:Iteration 3Q (157014.890000 sec): 3 clusters
  Score: Raw -465085.049825 + Penalty 2734.278664 = -462350.771160
  nChanged 187
		SP:Iteration 4Q (157015.080000 sec): 3 clusters
  Score: Raw -465185.297995 + Penalty 2734.278664 = -462451.019331
  nChanged 177
		SP:Iteration 5Q (157015.260000 sec): 3 clusters
  Score: Raw -465275.769563 + Penalty 2734.278664 = -462541.490899
  nChanged 166
		SP:Iteration 6Q (157015.460000 sec): 3 clusters
  Score: Raw -465365.660076 + Penalty 2734.278664 = -462631.381411
  nChanged 173
		SP:Iteration 7Q (157015.620000 sec): 3 clusters
  Score: Raw -465474.022740 + Penalty 2734.278664 = -462739.744075
  nChanged 164
		SP:Iteration 8Q (157015.790000 sec): 3 clusters
  Score: Raw -465576.318823 + Penalty 2734.278664 = -462842.040159
  nChanged 135
		SP:Iteration 9Q (157016.010000 sec): 3 clusters
  Score: Raw -465650.440307 + Penalty 2734.278664 = -462916.161643
  nChanged 115
		SP:Iteration 10Q (157016.160000 sec): 3 clusters
  Score: Raw -465720.594721 + Penalty 2734.278664 = -462986.316056
  nChanged 115
		SP:Iteration 11Q (157016.310000 sec): 3 clusters
  Score: Raw -465783.240858 + Penalty 2734.278664 = -463048.962194
  nChanged 99
		SP:Iteration 12Q (157016.440000 sec): 3 clusters
  Score: Raw -465859.015181 + Penalty 2734.278664 = -463124.736516
  nChanged 102
		SP:Iteration 13Q (157016.560000 sec): 3 clusters
  Score: Raw -465929.884458 + Penalty 2734.278664 = -463195.605794
  nChanged 74
		SP:Iteration 14Q (157016.690000 sec): 3 clusters
  Score: Raw -465980.470589 + Penalty 2734.278664 = -463246.191924
  nChanged 68
		SP:Iteration 15Q (157016.830000 sec): 3 clusters
  Score: Raw -466026.641811 + Penalty 2734.278664 = -463292.363147
  nChanged 56
		SP:Iteration 16Q (157017.000000 sec): 3 clusters
  Score: Raw -466067.966075 + Penalty 2734.278664 = -463333.687411
  nChanged 60
		SP:Iteration 17Q (157017.160000 sec): 3 clusters
  Score: Raw -466118.202981 + Penalty 2734.278664 = -463383.924316
  nChanged 44
		SP:Iteration 18Q (157017.300000 sec): 3 clusters
  Score: Raw -466159.810965 + Penalty 2734.278664 = -463425.532300
  nChanged 41
		SP:Iteration 19Q (157017.440000 sec): 3 clusters
  Score: Raw -466196.184899 + Penalty 2734.278664 = -463461.906235
  nChanged 22
		SP:Iteration 20F (157017.600000 sec): 3 clusters
  Score: Raw -466209.686820 + Penalty 2734.278664 = -463475.408155
  nChanged 17
		SP:Iteration 21Q (157017.760000 sec): 3 clusters
  Score: Raw -466220.884000 + Penalty 2734.278664 = -463486.605336
  nChanged 13
		SP:Iteration 22Q (157017.920000 sec): 3 clusters
  Score: Raw -466229.863168 + Penalty 2734.278664 = -463495.584503
  nChanged 13
		SP:Iteration 23Q (157018.080000 sec): 3 clusters
  Score: Raw -466239.238938 + Penalty 2734.278664 = -463504.960274
  nChanged 10
		SP:Iteration 24Q (157018.300000 sec): 3 clusters
  Score: Raw -466249.475719 + Penalty 2734.278664 = -463515.197055
  nChanged 12
		SP:Iteration 25Q (157018.440000 sec): 3 clusters
  Score: Raw -466257.360696 + Penalty 2734.278664 = -463523.082031
  nChanged 11
		SP:Iteration 26Q (157018.570000 sec): 3 clusters
  Score: Raw -466265.198276 + Penalty 2734.278664 = -463530.919612
  nChanged 6
		SP:Iteration 27Q (157018.700000 sec): 3 clusters
  Score: Raw -466268.850976 + Penalty 2734.278664 = -463534.572312
  nChanged 5
		SP:Iteration 28Q (157018.830000 sec): 3 clusters
  Score: Raw -466273.200745 + Penalty 2734.278664 = -463538.922080
  nChanged 3
		SP:Iteration 29Q (157019.040000 sec): 3 clusters
  Score: Raw -466277.714244 + Penalty 2734.278664 = -463543.435580
  nChanged 7
		SP:Iteration 30Q (157019.180000 sec): 3 clusters
  Score: Raw -466286.108289 + Penalty 2734.278664 = -463551.829625
  nChanged 9
		SP:Iteration 31Q (157019.360000 sec): 3 clusters
  Score: Raw -466296.125117 + Penalty 2734.278664 = -463561.846452
  nChanged 6
		SP:Iteration 32Q (157019.510000 sec): 3 clusters
  Score: Raw -466300.966189 + Penalty 2734.278664 = -463566.687525
  nChanged 3
		SP:Iteration 33Q (157019.670000 sec): 3 clusters
  Score: Raw -466302.515424 + Penalty 2734.278664 = -463568.236760
  nChanged 3
		SP:Iteration 34Q (157019.830000 sec): 3 clusters
  Score: Raw -466304.279200 + Penalty 2734.278664 = -463570.000535
  nChanged 2
		SP:Iteration 35Q (157020.010000 sec): 3 clusters
  Score: Raw -466307.671097 + Penalty 2734.278664 = -463573.392432
  nChanged 4
		SP:Iteration 36Q (157020.170000 sec): 3 clusters
  Score: Raw -466310.135326 + Penalty 2734.278664 = -463575.856662
  nChanged 2
		SP:Iteration 37Q (157020.320000 sec): 3 clusters
  Score: Raw -466312.130228 + Penalty 2734.278664 = -463577.851563
  nChanged 3
		SP:Iteration 38Q (157020.430000 sec): 3 clusters
  Score: Raw -466315.276226 + Penalty 2734.278664 = -463580.997562
  nChanged 1
		SP:Iteration 39Q (157020.620000 sec): 3 clusters
  Score: Raw -466315.749886 + Penalty 2734.278664 = -463581.471222
  nChanged 0
		SP:Iteration 40F (157020.790000 sec): 3 clusters
  Score: Raw -466315.749886 + Penalty 2734.278664 = -463581.471222
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157020.890000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157021.070000 sec): 3 clusters
  Score: Raw -26544.551403 + Penalty 1841.588674 = -24702.962729
  nChanged 48
		SP:Iteration 1F (157021.270000 sec): 3 clusters
  Score: Raw -26656.719251 + Penalty 1841.588674 = -24815.130577
  nChanged 17
		SP:Iteration 2F (157021.450000 sec): 3 clusters
  Score: Raw -26712.927230 + Penalty 1841.588674 = -24871.338556
  nChanged 12
		SP:Iteration 3Q (157021.630000 sec): 3 clusters
  Score: Raw -26747.208732 + Penalty 1841.588674 = -24905.620059
  nChanged 8
		SP:Iteration 4Q (157021.850000 sec): 3 clusters
  Score: Raw -26771.577009 + Penalty 1841.588674 = -24929.988335
  nChanged 6
		SP:Iteration 5Q (157022.010000 sec): 3 clusters
  Score: Raw -26813.875239 + Penalty 1841.588674 = -24972.286565
  nChanged 10
		SP:Iteration 6Q (157022.130000 sec): 3 clusters
  Score: Raw -26861.267289 + Penalty 1841.588674 = -25019.678616
  nChanged 7
		SP:Iteration 7Q (157022.260000 sec): 3 clusters
  Score: Raw -26883.613399 + Penalty 1841.588674 = -25042.024725
  nChanged 6
		SP:Iteration 8Q (157022.400000 sec): 3 clusters
  Score: Raw -26908.316810 + Penalty 1841.588674 = -25066.728136
  nChanged 5
		SP:Iteration 9Q (157022.550000 sec): 3 clusters
  Score: Raw -26927.785575 + Penalty 1841.588674 = -25086.196901
  nChanged 4
		SP:Iteration 10Q (157022.710000 sec): 3 clusters
  Score: Raw -26943.010745 + Penalty 1841.588674 = -25101.422072
  nChanged 1
		SP:Iteration 11Q (157022.910000 sec): 3 clusters
  Score: Raw -26946.044274 + Penalty 1841.588674 = -25104.455600
  nChanged 0
		SP:Iteration 12F (157023.020000 sec): 3 clusters
  Score: Raw -26946.044274 + Penalty 1841.588674 = -25104.455600
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157023.110000 sec): 2 clusters
  Score: Raw -206366.390145 + Penalty 1236.441477 = -205129.948668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157023.210000 sec): 3 clusters
  Score: Raw -205522.013102 + Penalty 2472.882954 = -203049.130148
  nChanged 718
		SP:Iteration 1F (157023.320000 sec): 3 clusters
  Score: Raw -205955.399486 + Penalty 2472.882954 = -203482.516531
  nChanged 154
		SP:Iteration 2F (157023.430000 sec): 3 clusters
  Score: Raw -206066.539762 + Penalty 2472.882954 = -203593.656807
  nChanged 107
		SP:Iteration 3F (157023.610000 sec): 3 clusters
  Score: Raw -206136.951419 + Penalty 2472.882954 = -203664.068465
  nChanged 75
		SP:Iteration 4Q (157023.750000 sec): 3 clusters
  Score: Raw -206191.165978 + Penalty 2472.882954 = -203718.283024
  nChanged 79
		SP:Iteration 5Q (157023.880000 sec): 3 clusters
  Score: Raw -206251.060879 + Penalty 2472.882954 = -203778.177924
  nChanged 73
		SP:Iteration 6Q (157024.010000 sec): 3 clusters
  Score: Raw -206306.567198 + Penalty 2472.882954 = -203833.684244
  nChanged 62
		SP:Iteration 7Q (157024.130000 sec): 3 clusters
  Score: Raw -206356.504710 + Penalty 2472.882954 = -203883.621756
  nChanged 61
		SP:Iteration 8Q (157024.260000 sec): 3 clusters
  Score: Raw -206419.641693 + Penalty 2472.882954 = -203946.758738
  nChanged 66
		SP:Iteration 9Q (157024.450000 sec): 3 clusters
  Score: Raw -206484.337805 + Penalty 2472.882954 = -204011.454851
  nChanged 49
		SP:Iteration 10Q (157024.640000 sec): 3 clusters
  Score: Raw -206526.384014 + Penalty 2472.882954 = -204053.501060
  nChanged 49
		SP:Iteration 11Q (157024.750000 sec): 3 clusters
  Score: Raw -206568.161064 + Penalty 2472.882954 = -204095.278110
  nChanged 37
		SP:Iteration 12Q (157024.870000 sec): 3 clusters
  Score: Raw -206608.274909 + Penalty 2472.882954 = -204135.391954
  nChanged 44
		SP:Iteration 13Q (157025.010000 sec): 3 clusters
  Score: Raw -206648.215118 + Penalty 2472.882954 = -204175.332163
  nChanged 30
		SP:Iteration 14Q (157025.150000 sec): 3 clusters
  Score: Raw -206668.569440 + Penalty 2472.882954 = -204195.686486
  nChanged 18
		SP:Iteration 15Q (157025.330000 sec): 3 clusters
  Score: Raw -206680.282991 + Penalty 2472.882954 = -204207.400037
  nChanged 17
		SP:Iteration 16Q (157025.490000 sec): 3 clusters
  Score: Raw -206693.732425 + Penalty 2472.882954 = -204220.849471
  nChanged 13
		SP:Iteration 17Q (157025.630000 sec): 3 clusters
  Score: Raw -206699.231148 + Penalty 2472.882954 = -204226.348193
  nChanged 7
		SP:Iteration 18Q (157025.770000 sec): 3 clusters
  Score: Raw -206702.115299 + Penalty 2472.882954 = -204229.232345
  nChanged 3
		SP:Iteration 19Q (157025.920000 sec): 3 clusters
  Score: Raw -206703.304687 + Penalty 2472.882954 = -204230.421733
  nChanged 1
		SP:Iteration 20F (157026.060000 sec): 3 clusters
  Score: Raw -206703.996640 + Penalty 2472.882954 = -204231.113685
  nChanged 2
		SP:Iteration 21Q (157026.220000 sec): 3 clusters
  Score: Raw -206704.996111 + Penalty 2472.882954 = -204232.113157
  nChanged 0
		SP:Iteration 22F (157026.450000 sec): 3 clusters
  Score: Raw -206704.996111 + Penalty 2472.882954 = -204232.113157
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157026.560000 sec): 2 clusters
  Score: Raw -434334.604140 + Penalty 1355.246518 = -432979.357622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157026.690000 sec): 3 clusters
  Score: Raw -432259.453346 + Penalty 2710.493036 = -429548.960311
  nChanged 1638
		SP:Iteration 1F (157026.880000 sec): 3 clusters
  Score: Raw -433272.377805 + Penalty 2710.493036 = -430561.884769
  nChanged 332
		SP:Iteration 2F (157027.080000 sec): 3 clusters
  Score: Raw -433501.911192 + Penalty 2710.493036 = -430791.418156
  nChanged 244
		SP:Iteration 3F (157027.260000 sec): 3 clusters
  Score: Raw -433648.022965 + Penalty 2710.493036 = -430937.529929
  nChanged 191
		SP:Iteration 4Q (157027.430000 sec): 3 clusters
  Score: Raw -433740.374356 + Penalty 2710.493036 = -431029.881320
  nChanged 148
		SP:Iteration 5Q (157027.610000 sec): 3 clusters
  Score: Raw -433804.933445 + Penalty 2710.493036 = -431094.440409
  nChanged 122
		SP:Iteration 6Q (157027.810000 sec): 3 clusters
  Score: Raw -433858.771916 + Penalty 2710.493036 = -431148.278880
  nChanged 90
		SP:Iteration 7Q (157028.000000 sec): 3 clusters
  Score: Raw -433902.487662 + Penalty 2710.493036 = -431191.994626
  nChanged 79
		SP:Iteration 8Q (157028.200000 sec): 3 clusters
  Score: Raw -433937.857638 + Penalty 2710.493036 = -431227.364602
  nChanged 84
		SP:Iteration 9Q (157028.420000 sec): 3 clusters
  Score: Raw -433978.276903 + Penalty 2710.493036 = -431267.783867
  nChanged 95
		SP:Iteration 10Q (157028.600000 sec): 3 clusters
  Score: Raw -434025.006666 + Penalty 2710.493036 = -431314.513630
  nChanged 98
		SP:Iteration 11Q (157028.770000 sec): 3 clusters
  Score: Raw -434084.448589 + Penalty 2710.493036 = -431373.955553
  nChanged 120
		SP:Iteration 12Q (157028.880000 sec): 3 clusters
  Score: Raw -434168.296682 + Penalty 2710.493036 = -431457.803646
  nChanged 133
		SP:Iteration 13Q (157029.010000 sec): 3 clusters
  Score: Raw -434279.829791 + Penalty 2710.493036 = -431569.336755
  nChanged 144
		SP:Iteration 14Q (157029.140000 sec): 3 clusters
  Score: Raw -434378.760262 + Penalty 2710.493036 = -431668.267226
  nChanged 139
		SP:Iteration 15Q (157029.260000 sec): 3 clusters
  Score: Raw -434477.124628 + Penalty 2710.493036 = -431766.631592
  nChanged 117
		SP:Iteration 16Q (157029.390000 sec): 3 clusters
  Score: Raw -434568.974985 + Penalty 2710.493036 = -431858.481949
  nChanged 106
		SP:Iteration 17Q (157029.520000 sec): 3 clusters
  Score: Raw -434636.099668 + Penalty 2710.493036 = -431925.606632
  nChanged 81
		SP:Iteration 18Q (157029.700000 sec): 3 clusters
  Score: Raw -434687.664599 + Penalty 2710.493036 = -431977.171564
  nChanged 62
		SP:Iteration 19Q (157029.920000 sec): 3 clusters
  Score: Raw -434724.653016 + Penalty 2710.493036 = -432014.159980
  nChanged 42
		SP:Iteration 20F (157030.040000 sec): 3 clusters
  Score: Raw -434750.079675 + Penalty 2710.493036 = -432039.586639
  nChanged 50
		SP:Iteration 21Q (157030.220000 sec): 3 clusters
  Score: Raw -434778.699435 + Penalty 2710.493036 = -432068.206399
  nChanged 37
		SP:Iteration 22Q (157030.390000 sec): 3 clusters
  Score: Raw -434804.861412 + Penalty 2710.493036 = -432094.368376
  nChanged 27
		SP:Iteration 23Q (157030.590000 sec): 3 clusters
  Score: Raw -434824.888616 + Penalty 2710.493036 = -432114.395580
  nChanged 26
		SP:Iteration 24Q (157030.760000 sec): 3 clusters
  Score: Raw -434844.796237 + Penalty 2710.493036 = -432134.303201
  nChanged 21
		SP:Iteration 25Q (157030.880000 sec): 3 clusters
  Score: Raw -434855.917165 + Penalty 2710.493036 = -432145.424130
  nChanged 20
		SP:Iteration 26Q (157031.010000 sec): 3 clusters
  Score: Raw -434866.563985 + Penalty 2710.493036 = -432156.070949
  nChanged 14
		SP:Iteration 27Q (157031.140000 sec): 3 clusters
  Score: Raw -434873.171050 + Penalty 2710.493036 = -432162.678014
  nChanged 10
		SP:Iteration 28Q (157031.260000 sec): 3 clusters
  Score: Raw -434877.446106 + Penalty 2710.493036 = -432166.953070
  nChanged 9
		SP:Iteration 29Q (157031.390000 sec): 3 clusters
  Score: Raw -434883.308220 + Penalty 2710.493036 = -432172.815184
  nChanged 13
		SP:Iteration 30Q (157031.580000 sec): 3 clusters
  Score: Raw -434889.132192 + Penalty 2710.493036 = -432178.639156
  nChanged 7
		SP:Iteration 31Q (157031.750000 sec): 3 clusters
  Score: Raw -434891.651968 + Penalty 2710.493036 = -432181.158933
  nChanged 4
		SP:Iteration 32Q (157031.930000 sec): 3 clusters
  Score: Raw -434893.021732 + Penalty 2710.493036 = -432182.528696
  nChanged 2
		SP:Iteration 33Q (157032.090000 sec): 3 clusters
  Score: Raw -434893.268666 + Penalty 2710.493036 = -432182.775630
  nChanged 2
		SP:Iteration 34Q (157032.260000 sec): 3 clusters
  Score: Raw -434893.740714 + Penalty 2710.493036 = -432183.247678
  nChanged 0
		SP:Iteration 35F (157032.380000 sec): 3 clusters
  Score: Raw -434893.740714 + Penalty 2710.493036 = -432183.247678
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157032.440000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157032.620000 sec): 3 clusters
  Score: Raw -29625.767562 + Penalty 1859.101327 = -27766.666235
  nChanged 62
		SP:Iteration 1F (157032.800000 sec): 3 clusters
  Score: Raw -29769.199474 + Penalty 1859.101327 = -27910.098146
  nChanged 13
		SP:Iteration 2Q (157032.940000 sec): 3 clusters
  Score: Raw -29806.002586 + Penalty 1859.101327 = -27946.901259
  nChanged 3
		SP:Iteration 3Q (157033.080000 sec): 3 clusters
  Score: Raw -29810.893821 + Penalty 1859.101327 = -27951.792493
  nChanged 0
		SP:Iteration 4F (157033.220000 sec): 3 clusters
  Score: Raw -29810.893821 + Penalty 1859.101327 = -27951.792493
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (22722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157033.460000 sec): 2 clusters
  Score: Raw -2315942.064190 + Penalty 1630.051946 = -2314312.012244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157033.750000 sec): 3 clusters
  Score: Raw -2302214.136261 + Penalty 3260.103892 = -2298954.032369
  nChanged 10177
		SP:Iteration 1F (157034.040000 sec): 3 clusters
  Score: Raw -2307681.072349 + Penalty 3260.103892 = -2304420.968458
  nChanged 1079
		SP:Iteration 2Q (157034.330000 sec): 3 clusters
  Score: Raw -2308043.070432 + Penalty 3260.103892 = -2304782.966540
  nChanged 991
		SP:Iteration 3Q (157034.590000 sec): 3 clusters
  Score: Raw -2308356.580338 + Penalty 3260.103892 = -2305096.476447
  nChanged 931
		SP:Iteration 4Q (157034.930000 sec): 3 clusters
  Score: Raw -2308645.144587 + Penalty 3260.103892 = -2305385.040695
  nChanged 875
		SP:Iteration 5Q (157035.260000 sec): 3 clusters
  Score: Raw -2308918.933290 + Penalty 3260.103892 = -2305658.829398
  nChanged 830
		SP:Iteration 6Q (157035.560000 sec): 3 clusters
  Score: Raw -2309225.207154 + Penalty 3260.103892 = -2305965.103263
  nChanged 870
		SP:Iteration 7Q (157035.860000 sec): 3 clusters
  Score: Raw -2309570.323165 + Penalty 3260.103892 = -2306310.219274
  nChanged 881
		SP:Iteration 8Q (157036.160000 sec): 3 clusters
  Score: Raw -2309924.826943 + Penalty 3260.103892 = -2306664.723051
  nChanged 912
		SP:Iteration 9Q (157036.500000 sec): 3 clusters
  Score: Raw -2310366.413952 + Penalty 3260.103892 = -2307106.310060
  nChanged 980
		SP:Iteration 10Q (157036.850000 sec): 3 clusters
  Score: Raw -2310917.213095 + Penalty 3260.103892 = -2307657.109203
  nChanged 1065
		SP:Iteration 11Q (157037.160000 sec): 3 clusters
  Score: Raw -2311572.172515 + Penalty 3260.103892 = -2308312.068623
  nChanged 1122
		SP:Iteration 12Q (157037.470000 sec): 3 clusters
  Score: Raw -2312295.916403 + Penalty 3260.103892 = -2309035.812512
  nChanged 1060
		SP:Iteration 13Q (157037.810000 sec): 3 clusters
  Score: Raw -2312961.710770 + Penalty 3260.103892 = -2309701.606879
  nChanged 926
		SP:Iteration 14Q (157038.060000 sec): 3 clusters
  Score: Raw -2313459.862405 + Penalty 3260.103892 = -2310199.758513
  nChanged 744
		SP:Iteration 15Q (157038.360000 sec): 3 clusters
  Score: Raw -2313817.115030 + Penalty 3260.103892 = -2310557.011138
  nChanged 598
		SP:Iteration 16Q (157038.680000 sec): 3 clusters
  Score: Raw -2314080.317558 + Penalty 3260.103892 = -2310820.213666
  nChanged 492
		SP:Iteration 17Q (157039.000000 sec): 3 clusters
  Score: Raw -2314299.206082 + Penalty 3260.103892 = -2311039.102191
  nChanged 452
		SP:Iteration 18Q (157039.280000 sec): 3 clusters
  Score: Raw -2314510.923060 + Penalty 3260.103892 = -2311250.819168
  nChanged 409
		SP:Iteration 19Q (157039.560000 sec): 3 clusters
  Score: Raw -2314712.583651 + Penalty 3260.103892 = -2311452.479760
  nChanged 420
		SP:Iteration 20F (157039.830000 sec): 3 clusters
  Score: Raw -2314930.783970 + Penalty 3260.103892 = -2311670.680079
  nChanged 383
		SP:Iteration 21Q (157040.150000 sec): 3 clusters
  Score: Raw -2315139.179768 + Penalty 3260.103892 = -2311879.075876
  nChanged 358
		SP:Iteration 22Q (157040.420000 sec): 3 clusters
  Score: Raw -2315373.707842 + Penalty 3260.103892 = -2312113.603951
  nChanged 351
		SP:Iteration 23Q (157040.630000 sec): 3 clusters
  Score: Raw -2315638.290005 + Penalty 3260.103892 = -2312378.186114
  nChanged 349
		SP:Iteration 24Q (157040.950000 sec): 3 clusters
  Score: Raw -2315913.197203 + Penalty 3260.103892 = -2312653.093311
  nChanged 310
		SP:Iteration 25Q (157041.210000 sec): 3 clusters
  Score: Raw -2316096.006193 + Penalty 3260.103892 = -2312835.902302
  nChanged 254
		SP:Iteration 26Q (157041.490000 sec): 3 clusters
  Score: Raw -2316221.680007 + Penalty 3260.103892 = -2312961.576115
  nChanged 215
		SP:Iteration 27Q (157041.780000 sec): 3 clusters
  Score: Raw -2316300.287971 + Penalty 3260.103892 = -2313040.184080
  nChanged 163
		SP:Iteration 28Q (157042.090000 sec): 3 clusters
  Score: Raw -2316342.673064 + Penalty 3260.103892 = -2313082.569172
  nChanged 106
		SP:Iteration 29Q (157042.390000 sec): 3 clusters
  Score: Raw -2316365.231898 + Penalty 3260.103892 = -2313105.128007
  nChanged 78
		SP:Iteration 30Q (157042.640000 sec): 3 clusters
  Score: Raw -2316378.612600 + Penalty 3260.103892 = -2313118.508709
  nChanged 56
		SP:Iteration 31Q (157042.940000 sec): 3 clusters
  Score: Raw -2316387.123218 + Penalty 3260.103892 = -2313127.019326
  nChanged 35
		SP:Iteration 32Q (157043.200000 sec): 3 clusters
  Score: Raw -2316392.094679 + Penalty 3260.103892 = -2313131.990787
  nChanged 28
		SP:Iteration 33Q (157043.530000 sec): 3 clusters
  Score: Raw -2316395.008096 + Penalty 3260.103892 = -2313134.904205
  nChanged 20
		SP:Iteration 34Q (157043.870000 sec): 3 clusters
  Score: Raw -2316396.672638 + Penalty 3260.103892 = -2313136.568746
  nChanged 19
		SP:Iteration 35Q (157044.160000 sec): 3 clusters
  Score: Raw -2316398.587337 + Penalty 3260.103892 = -2313138.483445
  nChanged 14
		SP:Iteration 36Q (157044.450000 sec): 3 clusters
  Score: Raw -2316399.870716 + Penalty 3260.103892 = -2313139.766825
  nChanged 9
		SP:Iteration 37Q (157044.710000 sec): 3 clusters
  Score: Raw -2316400.670014 + Penalty 3260.103892 = -2313140.566123
  nChanged 12
		SP:Iteration 38Q (157045.000000 sec): 3 clusters
  Score: Raw -2316401.626881 + Penalty 3260.103892 = -2313141.522990
  nChanged 9
		SP:Iteration 39Q (157045.240000 sec): 3 clusters
  Score: Raw -2316402.240295 + Penalty 3260.103892 = -2313142.136403
  nChanged 5
		SP:Iteration 40F (157045.530000 sec): 3 clusters
  Score: Raw -2316402.622160 + Penalty 3260.103892 = -2313142.518268
  nChanged 3
		SP:Iteration 41Q (157045.810000 sec): 3 clusters
  Score: Raw -2316402.713977 + Penalty 3260.103892 = -2313142.610086
  nChanged 0
		SP:Iteration 42F (157046.090000 sec): 3 clusters
  Score: Raw -2316402.713977 + Penalty 3260.103892 = -2313142.610086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157046.180000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157046.330000 sec): 3 clusters
  Score: Raw -147726.955764 + Penalty 2342.795110 = -145384.160654
  nChanged 433
		SP:Iteration 1F (157046.480000 sec): 3 clusters
  Score: Raw -148003.487087 + Penalty 2342.795110 = -145660.691977
  nChanged 108
		SP:Iteration 2F (157046.640000 sec): 3 clusters
  Score: Raw -148095.836979 + Penalty 2342.795110 = -145753.041870
  nChanged 69
		SP:Iteration 3F (157046.800000 sec): 3 clusters
  Score: Raw -148157.973144 + Penalty 2342.795110 = -145815.178035
  nChanged 36
		SP:Iteration 4Q (157046.930000 sec): 3 clusters
  Score: Raw -148189.875114 + Penalty 2342.795110 = -145847.080004
  nChanged 44
		SP:Iteration 5Q (157047.080000 sec): 3 clusters
  Score: Raw -148224.105179 + Penalty 2342.795110 = -145881.310069
  nChanged 32
		SP:Iteration 6Q (157047.240000 sec): 3 clusters
  Score: Raw -148253.215972 + Penalty 2342.795110 = -145910.420862
  nChanged 23
		SP:Iteration 7Q (157047.410000 sec): 3 clusters
  Score: Raw -148273.075492 + Penalty 2342.795110 = -145930.280382
  nChanged 17
		SP:Iteration 8Q (157047.570000 sec): 3 clusters
  Score: Raw -148289.597213 + Penalty 2342.795110 = -145946.802103
  nChanged 24
		SP:Iteration 9Q (157047.710000 sec): 3 clusters
  Score: Raw -148310.064646 + Penalty 2342.795110 = -145967.269536
  nChanged 34
		SP:Iteration 10Q (157047.890000 sec): 3 clusters
  Score: Raw -148343.574206 + Penalty 2342.795110 = -146000.779097
  nChanged 34
		SP:Iteration 11Q (157048.080000 sec): 3 clusters
  Score: Raw -148365.717104 + Penalty 2342.795110 = -146022.921994
  nChanged 26
		SP:Iteration 12Q (157048.270000 sec): 3 clusters
  Score: Raw -148395.735884 + Penalty 2342.795110 = -146052.940774
  nChanged 35
		SP:Iteration 13Q (157048.420000 sec): 3 clusters
  Score: Raw -148432.395347 + Penalty 2342.795110 = -146089.600237
  nChanged 28
		SP:Iteration 14Q (157048.570000 sec): 3 clusters
  Score: Raw -148469.954742 + Penalty 2342.795110 = -146127.159632
  nChanged 29
		SP:Iteration 15Q (157048.720000 sec): 3 clusters
  Score: Raw -148508.522179 + Penalty 2342.795110 = -146165.727070
  nChanged 45
		SP:Iteration 16Q (157048.850000 sec): 3 clusters
  Score: Raw -148551.445503 + Penalty 2342.795110 = -146208.650394
  nChanged 43
		SP:Iteration 17Q (157049.000000 sec): 3 clusters
  Score: Raw -148597.475825 + Penalty 2342.795110 = -146254.680716
  nChanged 44
		SP:Iteration 18Q (157049.200000 sec): 3 clusters
  Score: Raw -148642.277610 + Penalty 2342.795110 = -146299.482500
  nChanged 31
		SP:Iteration 19Q (157049.320000 sec): 3 clusters
  Score: Raw -148666.751211 + Penalty 2342.795110 = -146323.956101
  nChanged 19
		SP:Iteration 20F (157049.530000 sec): 3 clusters
  Score: Raw -148688.091738 + Penalty 2342.795110 = -146345.296628
  nChanged 20
		SP:Iteration 21Q (157049.690000 sec): 3 clusters
  Score: Raw -148710.923032 + Penalty 2342.795110 = -146368.127922
  nChanged 18
		SP:Iteration 22Q (157049.880000 sec): 3 clusters
  Score: Raw -148734.958358 + Penalty 2342.795110 = -146392.163248
  nChanged 13
		SP:Iteration 23Q (157050.020000 sec): 3 clusters
  Score: Raw -148755.574999 + Penalty 2342.795110 = -146412.779889
  nChanged 14
		SP:Iteration 24Q (157050.200000 sec): 3 clusters
  Score: Raw -148771.195917 + Penalty 2342.795110 = -146428.400807
  nChanged 9
		SP:Iteration 25Q (157050.420000 sec): 3 clusters
  Score: Raw -148776.113346 + Penalty 2342.795110 = -146433.318236
  nChanged 2
		SP:Iteration 26Q (157050.580000 sec): 3 clusters
  Score: Raw -148777.816880 + Penalty 2342.795110 = -146435.021770
  nChanged 3
		SP:Iteration 27Q (157050.770000 sec): 3 clusters
  Score: Raw -148779.558623 + Penalty 2342.795110 = -146436.763513
  nChanged 0
		SP:Iteration 28F (157050.890000 sec): 3 clusters
  Score: Raw -148779.558623 + Penalty 2342.795110 = -146436.763513
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157050.990000 sec): 2 clusters
  Score: Raw -389948.440245 + Penalty 1345.862385 = -388602.577860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157051.190000 sec): 3 clusters
  Score: Raw -388005.256487 + Penalty 2691.724771 = -385313.531716
  nChanged 1527
		SP:Iteration 1F (157051.360000 sec): 3 clusters
  Score: Raw -389000.848528 + Penalty 2691.724771 = -386309.123757
  nChanged 367
		SP:Iteration 2F (157051.530000 sec): 3 clusters
  Score: Raw -389358.128148 + Penalty 2691.724771 = -386666.403378
  nChanged 315
		SP:Iteration 3F (157051.740000 sec): 3 clusters
  Score: Raw -389692.858877 + Penalty 2691.724771 = -387001.134107
  nChanged 257
		SP:Iteration 4F (157051.910000 sec): 3 clusters
  Score: Raw -389931.893716 + Penalty 2691.724771 = -387240.168945
  nChanged 208
		SP:Iteration 5F (157052.110000 sec): 3 clusters
  Score: Raw -390126.600966 + Penalty 2691.724771 = -387434.876195
  nChanged 177
		SP:Iteration 6Q (157052.290000 sec): 3 clusters
  Score: Raw -390284.887868 + Penalty 2691.724771 = -387593.163097
  nChanged 143
		SP:Iteration 7Q (157052.480000 sec): 3 clusters
  Score: Raw -390394.496701 + Penalty 2691.724771 = -387702.771930
  nChanged 111
		SP:Iteration 8Q (157052.670000 sec): 3 clusters
  Score: Raw -390479.622335 + Penalty 2691.724771 = -387787.897565
  nChanged 93
		SP:Iteration 9Q (157052.870000 sec): 3 clusters
  Score: Raw -390552.620914 + Penalty 2691.724771 = -387860.896143
  nChanged 64
		SP:Iteration 10Q (157052.990000 sec): 3 clusters
  Score: Raw -390592.923787 + Penalty 2691.724771 = -387901.199017
  nChanged 50
		SP:Iteration 11Q (157053.140000 sec): 3 clusters
  Score: Raw -390622.214066 + Penalty 2691.724771 = -387930.489295
  nChanged 40
		SP:Iteration 12Q (157053.300000 sec): 3 clusters
  Score: Raw -390639.016939 + Penalty 2691.724771 = -387947.292169
  nChanged 29
		SP:Iteration 13Q (157053.460000 sec): 3 clusters
  Score: Raw -390650.716864 + Penalty 2691.724771 = -387958.992093
  nChanged 24
		SP:Iteration 14Q (157053.660000 sec): 3 clusters
  Score: Raw -390660.073967 + Penalty 2691.724771 = -387968.349197
  nChanged 20
		SP:Iteration 15Q (157053.840000 sec): 3 clusters
  Score: Raw -390667.676971 + Penalty 2691.724771 = -387975.952200
  nChanged 15
		SP:Iteration 16Q (157054.020000 sec): 3 clusters
  Score: Raw -390673.176413 + Penalty 2691.724771 = -387981.451643
  nChanged 12
		SP:Iteration 17Q (157054.180000 sec): 3 clusters
  Score: Raw -390679.713232 + Penalty 2691.724771 = -387987.988462
  nChanged 15
		SP:Iteration 18Q (157054.400000 sec): 3 clusters
  Score: Raw -390686.628505 + Penalty 2691.724771 = -387994.903735
  nChanged 13
		SP:Iteration 19Q (157054.560000 sec): 3 clusters
  Score: Raw -390691.093571 + Penalty 2691.724771 = -387999.368800
  nChanged 16
		SP:Iteration 20F (157054.790000 sec): 3 clusters
  Score: Raw -390698.464653 + Penalty 2691.724771 = -388006.739882
  nChanged 13
		SP:Iteration 21Q (157054.930000 sec): 3 clusters
  Score: Raw -390704.599310 + Penalty 2691.724771 = -388012.874540
  nChanged 13
		SP:Iteration 22Q (157055.100000 sec): 3 clusters
  Score: Raw -390712.314736 + Penalty 2691.724771 = -388020.589966
  nChanged 25
		SP:Iteration 23Q (157055.260000 sec): 3 clusters
  Score: Raw -390725.503978 + Penalty 2691.724771 = -388033.779207
  nChanged 23
		SP:Iteration 24Q (157055.480000 sec): 3 clusters
  Score: Raw -390737.949400 + Penalty 2691.724771 = -388046.224630
  nChanged 29
		SP:Iteration 25Q (157055.650000 sec): 3 clusters
  Score: Raw -390755.456710 + Penalty 2691.724771 = -388063.731940
  nChanged 21
		SP:Iteration 26Q (157055.900000 sec): 3 clusters
  Score: Raw -390767.243946 + Penalty 2691.724771 = -388075.519175
  nChanged 14
		SP:Iteration 27Q (157056.050000 sec): 3 clusters
  Score: Raw -390773.977420 + Penalty 2691.724771 = -388082.252650
  nChanged 13
		SP:Iteration 28Q (157056.280000 sec): 3 clusters
  Score: Raw -390779.438423 + Penalty 2691.724771 = -388087.713653
  nChanged 9
		SP:Iteration 29Q (157056.450000 sec): 3 clusters
  Score: Raw -390782.084781 + Penalty 2691.724771 = -388090.360010
  nChanged 2
		SP:Iteration 30Q (157056.640000 sec): 3 clusters
  Score: Raw -390782.468618 + Penalty 2691.724771 = -388090.743847
  nChanged 3
		SP:Iteration 31Q (157056.810000 sec): 3 clusters
  Score: Raw -390783.266218 + Penalty 2691.724771 = -388091.541448
  nChanged 2
		SP:Iteration 32Q (157057.020000 sec): 3 clusters
  Score: Raw -390783.835680 + Penalty 2691.724771 = -388092.110910
  nChanged 1
		SP:Iteration 33Q (157057.180000 sec): 3 clusters
  Score: Raw -390784.207221 + Penalty 2691.724771 = -388092.482450
  nChanged 1
		SP:Iteration 34Q (157057.400000 sec): 3 clusters
  Score: Raw -390784.618456 + Penalty 2691.724771 = -388092.893685
  nChanged 1
		SP:Iteration 35Q (157057.540000 sec): 3 clusters
  Score: Raw -390784.788734 + Penalty 2691.724771 = -388093.063963
  nChanged 0
		SP:Iteration 36F (157057.740000 sec): 3 clusters
  Score: Raw -390784.788734 + Penalty 2691.724771 = -388093.063963
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157057.840000 sec): 2 clusters
  Score: Raw -782720.794270 + Penalty 1447.134702 = -781273.659568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157058.030000 sec): 3 clusters
  Score: Raw -778720.012512 + Penalty 2894.269404 = -775825.743108
  nChanged 3108
		SP:Iteration 1F (157058.240000 sec): 3 clusters
  Score: Raw -780412.864294 + Penalty 2894.269404 = -777518.594891
  nChanged 467
		SP:Iteration 2F (157058.400000 sec): 3 clusters
  Score: Raw -780610.870738 + Penalty 2894.269404 = -777716.601335
  nChanged 342
		SP:Iteration 3Q (157058.650000 sec): 3 clusters
  Score: Raw -780765.508485 + Penalty 2894.269404 = -777871.239081
  nChanged 301
		SP:Iteration 4Q (157058.860000 sec): 3 clusters
  Score: Raw -780900.975561 + Penalty 2894.269404 = -778006.706157
  nChanged 273
		SP:Iteration 5Q (157059.050000 sec): 3 clusters
  Score: Raw -781041.959149 + Penalty 2894.269404 = -778147.689745
  nChanged 310
		SP:Iteration 6Q (157059.240000 sec): 3 clusters
  Score: Raw -781205.386361 + Penalty 2894.269404 = -778311.116958
  nChanged 318
		SP:Iteration 7Q (157059.450000 sec): 3 clusters
  Score: Raw -781404.003720 + Penalty 2894.269404 = -778509.734317
  nChanged 380
		SP:Iteration 8F (157059.640000 sec): 3 clusters
  Score: Raw -781681.405567 + Penalty 2894.269404 = -778787.136164
  nChanged 367
		SP:Iteration 9Q (157059.840000 sec): 3 clusters
  Score: Raw -781941.121349 + Penalty 2894.269404 = -779046.851945
  nChanged 353
		SP:Iteration 10Q (157060.050000 sec): 3 clusters
  Score: Raw -782136.250562 + Penalty 2894.269404 = -779241.981159
  nChanged 278
		SP:Iteration 11Q (157060.240000 sec): 3 clusters
  Score: Raw -782273.094207 + Penalty 2894.269404 = -779378.824804
  nChanged 214
		SP:Iteration 12Q (157060.420000 sec): 3 clusters
  Score: Raw -782360.911111 + Penalty 2894.269404 = -779466.641708
  nChanged 176
		SP:Iteration 13Q (157060.640000 sec): 3 clusters
  Score: Raw -782421.205220 + Penalty 2894.269404 = -779526.935816
  nChanged 136
		SP:Iteration 14Q (157060.830000 sec): 3 clusters
  Score: Raw -782467.413631 + Penalty 2894.269404 = -779573.144227
  nChanged 128
		SP:Iteration 15Q (157060.970000 sec): 3 clusters
  Score: Raw -782507.711276 + Penalty 2894.269404 = -779613.441873
  nChanged 100
		SP:Iteration 16Q (157061.150000 sec): 3 clusters
  Score: Raw -782533.681716 + Penalty 2894.269404 = -779639.412313
  nChanged 95
		SP:Iteration 17Q (157061.390000 sec): 3 clusters
  Score: Raw -782554.328506 + Penalty 2894.269404 = -779660.059102
  nChanged 67
		SP:Iteration 18Q (157061.560000 sec): 3 clusters
  Score: Raw -782568.840693 + Penalty 2894.269404 = -779674.571289
  nChanged 49
		SP:Iteration 19Q (157061.780000 sec): 3 clusters
  Score: Raw -782579.710362 + Penalty 2894.269404 = -779685.440958
  nChanged 44
		SP:Iteration 20F (157061.970000 sec): 3 clusters
  Score: Raw -782590.502814 + Penalty 2894.269404 = -779696.233410
  nChanged 45
		SP:Iteration 21Q (157062.150000 sec): 3 clusters
  Score: Raw -782601.398076 + Penalty 2894.269404 = -779707.128672
  nChanged 48
		SP:Iteration 22Q (157062.290000 sec): 3 clusters
  Score: Raw -782613.710419 + Penalty 2894.269404 = -779719.441015
  nChanged 37
		SP:Iteration 23Q (157062.470000 sec): 3 clusters
  Score: Raw -782621.359951 + Penalty 2894.269404 = -779727.090547
  nChanged 40
		SP:Iteration 24Q (157062.670000 sec): 3 clusters
  Score: Raw -782630.176549 + Penalty 2894.269404 = -779735.907145
  nChanged 32
		SP:Iteration 25Q (157062.840000 sec): 3 clusters
  Score: Raw -782637.396863 + Penalty 2894.269404 = -779743.127459
  nChanged 36
		SP:Iteration 26Q (157063.080000 sec): 3 clusters
  Score: Raw -782644.579955 + Penalty 2894.269404 = -779750.310551
  nChanged 35
		SP:Iteration 27Q (157063.290000 sec): 3 clusters
  Score: Raw -782651.291436 + Penalty 2894.269404 = -779757.022033
  nChanged 30
		SP:Iteration 28Q (157063.480000 sec): 3 clusters
  Score: Raw -782655.949254 + Penalty 2894.269404 = -779761.679850
  nChanged 31
		SP:Iteration 29Q (157063.710000 sec): 3 clusters
  Score: Raw -782661.842284 + Penalty 2894.269404 = -779767.572881
  nChanged 41
		SP:Iteration 30Q (157063.890000 sec): 3 clusters
  Score: Raw -782668.802929 + Penalty 2894.269404 = -779774.533525
  nChanged 36
		SP:Iteration 31Q (157064.100000 sec): 3 clusters
  Score: Raw -782675.053999 + Penalty 2894.269404 = -779780.784596
  nChanged 38
		SP:Iteration 32Q (157064.310000 sec): 3 clusters
  Score: Raw -782683.726403 + Penalty 2894.269404 = -779789.457000
  nChanged 49
		SP:Iteration 33Q (157064.500000 sec): 3 clusters
  Score: Raw -782693.125574 + Penalty 2894.269404 = -779798.856170
  nChanged 49
		SP:Iteration 34Q (157064.710000 sec): 3 clusters
  Score: Raw -782703.965107 + Penalty 2894.269404 = -779809.695704
  nChanged 41
		SP:Iteration 35Q (157064.900000 sec): 3 clusters
  Score: Raw -782712.167652 + Penalty 2894.269404 = -779817.898248
  nChanged 42
		SP:Iteration 36Q (157065.070000 sec): 3 clusters
  Score: Raw -782720.326791 + Penalty 2894.269404 = -779826.057388
  nChanged 42
		SP:Iteration 37Q (157065.250000 sec): 3 clusters
  Score: Raw -782730.064888 + Penalty 2894.269404 = -779835.795485
  nChanged 58
		SP:Iteration 38Q (157065.460000 sec): 3 clusters
  Score: Raw -782745.598947 + Penalty 2894.269404 = -779851.329544
  nChanged 74
		SP:Iteration 39Q (157065.660000 sec): 3 clusters
  Score: Raw -782768.154045 + Penalty 2894.269404 = -779873.884641
  nChanged 63
		SP:Iteration 40F (157065.800000 sec): 3 clusters
  Score: Raw -782785.700565 + Penalty 2894.269404 = -779891.431161
  nChanged 54
		SP:Iteration 41Q (157065.970000 sec): 3 clusters
  Score: Raw -782798.526438 + Penalty 2894.269404 = -779904.257034
  nChanged 57
		SP:Iteration 42Q (157066.150000 sec): 3 clusters
  Score: Raw -782814.304565 + Penalty 2894.269404 = -779920.035161
  nChanged 62
		SP:Iteration 43Q (157066.350000 sec): 3 clusters
  Score: Raw -782832.287892 + Penalty 2894.269404 = -779938.018488
  nChanged 51
		SP:Iteration 44Q (157066.520000 sec): 3 clusters
  Score: Raw -782845.564139 + Penalty 2894.269404 = -779951.294735
  nChanged 57
		SP:Iteration 45Q (157066.670000 sec): 3 clusters
  Score: Raw -782861.636715 + Penalty 2894.269404 = -779967.367311
  nChanged 53
		SP:Iteration 46Q (157066.870000 sec): 3 clusters
  Score: Raw -782879.076408 + Penalty 2894.269404 = -779984.807005
  nChanged 55
		SP:Iteration 47Q (157067.080000 sec): 3 clusters
  Score: Raw -782895.071581 + Penalty 2894.269404 = -780000.802178
  nChanged 50
		SP:Iteration 48Q (157067.260000 sec): 3 clusters
  Score: Raw -782910.011563 + Penalty 2894.269404 = -780015.742160
  nChanged 54
		SP:Iteration 49Q (157067.470000 sec): 3 clusters
  Score: Raw -782927.393721 + Penalty 2894.269404 = -780033.124318
  nChanged 65
		SP:Iteration 50Q (157067.630000 sec): 3 clusters
  Score: Raw -782947.841227 + Penalty 2894.269404 = -780053.571823
  nChanged 64
		SP:Iteration 51Q (157067.810000 sec): 3 clusters
  Score: Raw -782965.679649 + Penalty 2894.269404 = -780071.410245
  nChanged 47
		SP:Iteration 52Q (157068.010000 sec): 3 clusters
  Score: Raw -782978.274480 + Penalty 2894.269404 = -780084.005076
  nChanged 37
		SP:Iteration 53Q (157068.200000 sec): 3 clusters
  Score: Raw -782988.039184 + Penalty 2894.269404 = -780093.769781
  nChanged 29
		SP:Iteration 54Q (157068.400000 sec): 3 clusters
  Score: Raw -782995.921992 + Penalty 2894.269404 = -780101.652589
  nChanged 39
		SP:Iteration 55Q (157068.640000 sec): 3 clusters
  Score: Raw -783007.589620 + Penalty 2894.269404 = -780113.320216
  nChanged 44
		SP:Iteration 56Q (157068.800000 sec): 3 clusters
  Score: Raw -783020.596422 + Penalty 2894.269404 = -780126.327019
  nChanged 43
		SP:Iteration 57Q (157069.030000 sec): 3 clusters
  Score: Raw -783032.267336 + Penalty 2894.269404 = -780137.997933
  nChanged 37
		SP:Iteration 58Q (157069.230000 sec): 3 clusters
  Score: Raw -783040.511089 + Penalty 2894.269404 = -780146.241685
  nChanged 34
		SP:Iteration 59Q (157069.430000 sec): 3 clusters
  Score: Raw -783048.602910 + Penalty 2894.269404 = -780154.333506
  nChanged 32
		SP:Iteration 60F (157069.650000 sec): 3 clusters
  Score: Raw -783056.402690 + Penalty 2894.269404 = -780162.133287
  nChanged 23
		SP:Iteration 61Q (157069.830000 sec): 3 clusters
  Score: Raw -783060.875540 + Penalty 2894.269404 = -780166.606137
  nChanged 26
		SP:Iteration 62Q (157070.020000 sec): 3 clusters
  Score: Raw -783067.514587 + Penalty 2894.269404 = -780173.245184
  nChanged 27
		SP:Iteration 63Q (157070.210000 sec): 3 clusters
  Score: Raw -783073.946482 + Penalty 2894.269404 = -780179.677079
  nChanged 29
		SP:Iteration 64Q (157070.460000 sec): 3 clusters
  Score: Raw -783080.945461 + Penalty 2894.269404 = -780186.676057
  nChanged 19
		SP:Iteration 65Q (157070.610000 sec): 3 clusters
  Score: Raw -783085.182167 + Penalty 2894.269404 = -780190.912763
  nChanged 16
		SP:Iteration 66Q (157070.810000 sec): 3 clusters
  Score: Raw -783087.949531 + Penalty 2894.269404 = -780193.680128
  nChanged 11
		SP:Iteration 67Q (157071.010000 sec): 3 clusters
  Score: Raw -783090.122442 + Penalty 2894.269404 = -780195.853039
  nChanged 8
		SP:Iteration 68Q (157071.160000 sec): 3 clusters
  Score: Raw -783091.960953 + Penalty 2894.269404 = -780197.691549
  nChanged 9
		SP:Iteration 69Q (157071.340000 sec): 3 clusters
  Score: Raw -783093.751546 + Penalty 2894.269404 = -780199.482142
  nChanged 8
		SP:Iteration 70Q (157071.500000 sec): 3 clusters
  Score: Raw -783095.536665 + Penalty 2894.269404 = -780201.267262
  nChanged 14
		SP:Iteration 71Q (157071.720000 sec): 3 clusters
  Score: Raw -783097.665136 + Penalty 2894.269404 = -780203.395733
  nChanged 13
		SP:Iteration 72Q (157071.940000 sec): 3 clusters
  Score: Raw -783100.732451 + Penalty 2894.269404 = -780206.463048
  nChanged 16
		SP:Iteration 73Q (157072.120000 sec): 3 clusters
  Score: Raw -783103.493127 + Penalty 2894.269404 = -780209.223723
  nChanged 10
		SP:Iteration 74Q (157072.360000 sec): 3 clusters
  Score: Raw -783105.033871 + Penalty 2894.269404 = -780210.764468
  nChanged 9
		SP:Iteration 75Q (157072.510000 sec): 3 clusters
  Score: Raw -783106.564600 + Penalty 2894.269404 = -780212.295196
  nChanged 8
		SP:Iteration 76Q (157072.710000 sec): 3 clusters
  Score: Raw -783107.832001 + Penalty 2894.269404 = -780213.562597
  nChanged 5
		SP:Iteration 77Q (157072.910000 sec): 3 clusters
  Score: Raw -783108.444366 + Penalty 2894.269404 = -780214.174962
  nChanged 5
		SP:Iteration 78Q (157073.080000 sec): 3 clusters
  Score: Raw -783108.965819 + Penalty 2894.269404 = -780214.696415
  nChanged 2
		SP:Iteration 79Q (157073.290000 sec): 3 clusters
  Score: Raw -783109.213100 + Penalty 2894.269404 = -780214.943696
  nChanged 2
		SP:Iteration 80F (157073.480000 sec): 3 clusters
  Score: Raw -783110.158963 + Penalty 2894.269404 = -780215.889559
  nChanged 8
		SP:Iteration 81Q (157073.680000 sec): 3 clusters
  Score: Raw -783112.176525 + Penalty 2894.269404 = -780217.907122
  nChanged 9
		SP:Iteration 82Q (157073.860000 sec): 3 clusters
  Score: Raw -783114.111027 + Penalty 2894.269404 = -780219.841623
  nChanged 9
		SP:Iteration 83Q (157074.060000 sec): 3 clusters
  Score: Raw -783116.050604 + Penalty 2894.269404 = -780221.781200
  nChanged 9
		SP:Iteration 84Q (157074.270000 sec): 3 clusters
  Score: Raw -783118.586789 + Penalty 2894.269404 = -780224.317385
  nChanged 13
		SP:Iteration 85Q (157074.490000 sec): 3 clusters
  Score: Raw -783120.962527 + Penalty 2894.269404 = -780226.693124
  nChanged 8
		SP:Iteration 86Q (157074.700000 sec): 3 clusters
  Score: Raw -783122.033245 + Penalty 2894.269404 = -780227.763841
  nChanged 4
		SP:Iteration 87Q (157074.890000 sec): 3 clusters
  Score: Raw -783123.505829 + Penalty 2894.269404 = -780229.236426
  nChanged 6
		SP:Iteration 88Q (157075.080000 sec): 3 clusters
  Score: Raw -783125.568995 + Penalty 2894.269404 = -780231.299592
  nChanged 8
		SP:Iteration 89Q (157075.260000 sec): 3 clusters
  Score: Raw -783126.870734 + Penalty 2894.269404 = -780232.601331
  nChanged 6
		SP:Iteration 90Q (157075.410000 sec): 3 clusters
  Score: Raw -783128.076362 + Penalty 2894.269404 = -780233.806958
  nChanged 7
		SP:Iteration 91Q (157075.610000 sec): 3 clusters
  Score: Raw -783129.432777 + Penalty 2894.269404 = -780235.163374
  nChanged 6
		SP:Iteration 92Q (157075.780000 sec): 3 clusters
  Score: Raw -783131.246817 + Penalty 2894.269404 = -780236.977414
  nChanged 12
		SP:Iteration 93Q (157075.990000 sec): 3 clusters
  Score: Raw -783133.343455 + Penalty 2894.269404 = -780239.074051
  nChanged 9
		SP:Iteration 94Q (157076.190000 sec): 3 clusters
  Score: Raw -783135.036930 + Penalty 2894.269404 = -780240.767526
  nChanged 7
		SP:Iteration 95Q (157076.380000 sec): 3 clusters
  Score: Raw -783136.434677 + Penalty 2894.269404 = -780242.165274
  nChanged 11
		SP:Iteration 96Q (157076.570000 sec): 3 clusters
  Score: Raw -783138.940753 + Penalty 2894.269404 = -780244.671349
  nChanged 13
		SP:Iteration 97Q (157076.740000 sec): 3 clusters
  Score: Raw -783141.844548 + Penalty 2894.269404 = -780247.575144
  nChanged 13
		SP:Iteration 98Q (157076.940000 sec): 3 clusters
  Score: Raw -783145.208244 + Penalty 2894.269404 = -780250.938841
  nChanged 9
		SP:Iteration 99Q (157077.160000 sec): 3 clusters
  Score: Raw -783147.409839 + Penalty 2894.269404 = -780253.140435
  nChanged 9
		SP:Iteration 100F (157077.280000 sec): 3 clusters
  Score: Raw -783150.057857 + Penalty 2894.269404 = -780255.788453
  nChanged 14
		SP:Iteration 101Q (157077.480000 sec): 3 clusters
  Score: Raw -783153.341342 + Penalty 2894.269404 = -780259.071938
  nChanged 12
		SP:Iteration 102Q (157077.650000 sec): 3 clusters
  Score: Raw -783157.179716 + Penalty 2894.269404 = -780262.910313
  nChanged 19
		SP:Iteration 103Q (157077.860000 sec): 3 clusters
  Score: Raw -783162.795964 + Penalty 2894.269404 = -780268.526561
  nChanged 17
		SP:Iteration 104Q (157078.050000 sec): 3 clusters
  Score: Raw -783167.516962 + Penalty 2894.269404 = -780273.247558
  nChanged 11
		SP:Iteration 105Q (157078.270000 sec): 3 clusters
  Score: Raw -783171.011658 + Penalty 2894.269404 = -780276.742255
  nChanged 5
		SP:Iteration 106Q (157078.470000 sec): 3 clusters
  Score: Raw -783172.736177 + Penalty 2894.269404 = -780278.466773
  nChanged 4
		SP:Iteration 107Q (157078.680000 sec): 3 clusters
  Score: Raw -783173.886940 + Penalty 2894.269404 = -780279.617537
  nChanged 9
		SP:Iteration 108Q (157078.890000 sec): 3 clusters
  Score: Raw -783175.620988 + Penalty 2894.269404 = -780281.351584
  nChanged 7
		SP:Iteration 109Q (157079.130000 sec): 3 clusters
  Score: Raw -783176.926665 + Penalty 2894.269404 = -780282.657261
  nChanged 5
		SP:Iteration 110Q (157079.300000 sec): 3 clusters
  Score: Raw -783178.378244 + Penalty 2894.269404 = -780284.108841
  nChanged 7
		SP:Iteration 111Q (157079.500000 sec): 3 clusters
  Score: Raw -783180.048246 + Penalty 2894.269404 = -780285.778843
  nChanged 6
		SP:Iteration 112Q (157079.690000 sec): 3 clusters
  Score: Raw -783180.989402 + Penalty 2894.269404 = -780286.719999
  nChanged 3
		SP:Iteration 113Q (157079.900000 sec): 3 clusters
  Score: Raw -783181.607876 + Penalty 2894.269404 = -780287.338473
  nChanged 4
		SP:Iteration 114Q (157080.100000 sec): 3 clusters
  Score: Raw -783182.421234 + Penalty 2894.269404 = -780288.151830
  nChanged 4
		SP:Iteration 115Q (157080.310000 sec): 3 clusters
  Score: Raw -783184.087780 + Penalty 2894.269404 = -780289.818376
  nChanged 5
		SP:Iteration 116Q (157080.540000 sec): 3 clusters
  Score: Raw -783184.806244 + Penalty 2894.269404 = -780290.536840
  nChanged 4
		SP:Iteration 117Q (157080.740000 sec): 3 clusters
  Score: Raw -783185.792790 + Penalty 2894.269404 = -780291.523386
  nChanged 3
		SP:Iteration 118Q (157080.910000 sec): 3 clusters
  Score: Raw -783186.745397 + Penalty 2894.269404 = -780292.475993
  nChanged 3
		SP:Iteration 119Q (157081.140000 sec): 3 clusters
  Score: Raw -783187.785752 + Penalty 2894.269404 = -780293.516348
  nChanged 7
		SP:Iteration 120F (157081.280000 sec): 3 clusters
  Score: Raw -783189.731061 + Penalty 2894.269404 = -780295.461657
  nChanged 2
		SP:Iteration 121Q (157081.470000 sec): 3 clusters
  Score: Raw -783190.221941 + Penalty 2894.269404 = -780295.952537
  nChanged 3
		SP:Iteration 122Q (157081.670000 sec): 3 clusters
  Score: Raw -783190.860464 + Penalty 2894.269404 = -780296.591061
  nChanged 2
		SP:Iteration 123Q (157081.920000 sec): 3 clusters
  Score: Raw -783191.309868 + Penalty 2894.269404 = -780297.040465
  nChanged 5
		SP:Iteration 124Q (157082.110000 sec): 3 clusters
  Score: Raw -783192.674549 + Penalty 2894.269404 = -780298.405145
  nChanged 4
		SP:Iteration 125Q (157082.280000 sec): 3 clusters
  Score: Raw -783193.507066 + Penalty 2894.269404 = -780299.237663
  nChanged 3
		SP:Iteration 126Q (157082.480000 sec): 3 clusters
  Score: Raw -783194.190337 + Penalty 2894.269404 = -780299.920933
  nChanged 4
		SP:Iteration 127Q (157082.660000 sec): 3 clusters
  Score: Raw -783195.089638 + Penalty 2894.269404 = -780300.820235
  nChanged 1
		SP:Iteration 128Q (157082.860000 sec): 3 clusters
  Score: Raw -783195.261507 + Penalty 2894.269404 = -780300.992103
  nChanged 1
		SP:Iteration 129Q (157083.080000 sec): 3 clusters
  Score: Raw -783195.555459 + Penalty 2894.269404 = -780301.286055
  nChanged 0
		SP:Iteration 130F (157083.300000 sec): 3 clusters
  Score: Raw -783195.555459 + Penalty 2894.269404 = -780301.286055
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157083.400000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157083.610000 sec): 3 clusters
  Score: Raw -85714.251326 + Penalty 2192.965621 = -83521.285705
  nChanged 256
		SP:Iteration 1F (157083.780000 sec): 3 clusters
  Score: Raw -85990.943126 + Penalty 2192.965621 = -83797.977504
  nChanged 58
		SP:Iteration 2F (157083.970000 sec): 3 clusters
  Score: Raw -86056.880086 + Penalty 2192.965621 = -83863.914465
  nChanged 32
		SP:Iteration 3Q (157084.110000 sec): 3 clusters
  Score: Raw -86091.281772 + Penalty 2192.965621 = -83898.316151
  nChanged 19
		SP:Iteration 4Q (157084.300000 sec): 3 clusters
  Score: Raw -86118.161799 + Penalty 2192.965621 = -83925.196177
  nChanged 10
		SP:Iteration 5Q (157084.490000 sec): 3 clusters
  Score: Raw -86126.116434 + Penalty 2192.965621 = -83933.150813
  nChanged 7
		SP:Iteration 6Q (157084.680000 sec): 3 clusters
  Score: Raw -86131.427750 + Penalty 2192.965621 = -83938.462129
  nChanged 8
		SP:Iteration 7Q (157084.850000 sec): 3 clusters
  Score: Raw -86137.818257 + Penalty 2192.965621 = -83944.852636
  nChanged 5
		SP:Iteration 8Q (157085.010000 sec): 3 clusters
  Score: Raw -86145.578028 + Penalty 2192.965621 = -83952.612407
  nChanged 11
		SP:Iteration 9Q (157085.170000 sec): 3 clusters
  Score: Raw -86155.729245 + Penalty 2192.965621 = -83962.763624
  nChanged 8
		SP:Iteration 10Q (157085.360000 sec): 3 clusters
  Score: Raw -86166.278048 + Penalty 2192.965621 = -83973.312427
  nChanged 4
		SP:Iteration 11Q (157085.500000 sec): 3 clusters
  Score: Raw -86168.747350 + Penalty 2192.965621 = -83975.781729
  nChanged 4
		SP:Iteration 12Q (157085.650000 sec): 3 clusters
  Score: Raw -86171.917845 + Penalty 2192.965621 = -83978.952224
  nChanged 4
		SP:Iteration 13Q (157085.790000 sec): 3 clusters
  Score: Raw -86176.405752 + Penalty 2192.965621 = -83983.440131
  nChanged 1
		SP:Iteration 14Q (157085.960000 sec): 3 clusters
  Score: Raw -86178.079017 + Penalty 2192.965621 = -83985.113395
  nChanged 1
		SP:Iteration 15Q (157086.110000 sec): 3 clusters
  Score: Raw -86179.416873 + Penalty 2192.965621 = -83986.451252
  nChanged 1
		SP:Iteration 16Q (157086.280000 sec): 3 clusters
  Score: Raw -86180.725619 + Penalty 2192.965621 = -83987.759997
  nChanged 1
		SP:Iteration 17Q (157086.440000 sec): 3 clusters
  Score: Raw -86182.816142 + Penalty 2192.965621 = -83989.850520
  nChanged 2
		SP:Iteration 18Q (157086.580000 sec): 3 clusters
  Score: Raw -86184.672208 + Penalty 2192.965621 = -83991.706587
  nChanged 2
		SP:Iteration 19Q (157086.730000 sec): 3 clusters
  Score: Raw -86189.268419 + Penalty 2192.965621 = -83996.302797
  nChanged 1
		SP:Iteration 20F (157086.890000 sec): 3 clusters
  Score: Raw -86192.572612 + Penalty 2192.965621 = -83999.606990
  nChanged 1
		SP:Iteration 21Q (157087.060000 sec): 3 clusters
  Score: Raw -86193.244871 + Penalty 2192.965621 = -84000.279250
  nChanged 0
		SP:Iteration 22F (157087.230000 sec): 3 clusters
  Score: Raw -86193.244871 + Penalty 2192.965621 = -84000.279250
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157087.390000 sec): 2 clusters
  Score: Raw -1646417.150605 + Penalty 1572.353604 = -1644844.797001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157087.650000 sec): 3 clusters
  Score: Raw -1637005.025688 + Penalty 3144.707207 = -1633860.318481
  nChanged 7131
		SP:Iteration 1F (157087.910000 sec): 3 clusters
  Score: Raw -1640954.941064 + Penalty 3144.707207 = -1637810.233857
  nChanged 1055
		SP:Iteration 2F (157088.160000 sec): 3 clusters
  Score: Raw -1641538.637573 + Penalty 3144.707207 = -1638393.930366
  nChanged 1057
		SP:Iteration 3F (157088.400000 sec): 3 clusters
  Score: Raw -1642180.750376 + Penalty 3144.707207 = -1639036.043169
  nChanged 1076
		SP:Iteration 4F (157088.620000 sec): 3 clusters
  Score: Raw -1642863.299528 + Penalty 3144.707207 = -1639718.592321
  nChanged 1101
		SP:Iteration 5F (157088.830000 sec): 3 clusters
  Score: Raw -1643586.042729 + Penalty 3144.707207 = -1640441.335522
  nChanged 1022
		SP:Iteration 6F (157089.090000 sec): 3 clusters
  Score: Raw -1644239.220629 + Penalty 3144.707207 = -1641094.513422
  nChanged 857
		SP:Iteration 7F (157089.330000 sec): 3 clusters
  Score: Raw -1644703.503633 + Penalty 3144.707207 = -1641558.796426
  nChanged 673
		SP:Iteration 8Q (157089.510000 sec): 3 clusters
  Score: Raw -1645007.010769 + Penalty 3144.707207 = -1641862.303562
  nChanged 492
		SP:Iteration 9Q (157089.760000 sec): 3 clusters
  Score: Raw -1645193.139963 + Penalty 3144.707207 = -1642048.432756
  nChanged 411
		SP:Iteration 10Q (157090.040000 sec): 3 clusters
  Score: Raw -1645313.052406 + Penalty 3144.707207 = -1642168.345199
  nChanged 284
		SP:Iteration 11Q (157090.280000 sec): 3 clusters
  Score: Raw -1645380.039692 + Penalty 3144.707207 = -1642235.332485
  nChanged 188
		SP:Iteration 12Q (157090.560000 sec): 3 clusters
  Score: Raw -1645417.040367 + Penalty 3144.707207 = -1642272.333160
  nChanged 166
		SP:Iteration 13Q (157090.820000 sec): 3 clusters
  Score: Raw -1645447.153420 + Penalty 3144.707207 = -1642302.446213
  nChanged 133
		SP:Iteration 14Q (157091.050000 sec): 3 clusters
  Score: Raw -1645470.155161 + Penalty 3144.707207 = -1642325.447954
  nChanged 124
		SP:Iteration 15Q (157091.290000 sec): 3 clusters
  Score: Raw -1645491.152899 + Penalty 3144.707207 = -1642346.445692
  nChanged 109
		SP:Iteration 16Q (157091.580000 sec): 3 clusters
  Score: Raw -1645507.693878 + Penalty 3144.707207 = -1642362.986670
  nChanged 99
		SP:Iteration 17Q (157091.870000 sec): 3 clusters
  Score: Raw -1645521.522209 + Penalty 3144.707207 = -1642376.815002
  nChanged 76
		SP:Iteration 18Q (157092.100000 sec): 3 clusters
  Score: Raw -1645530.969556 + Penalty 3144.707207 = -1642386.262349
  nChanged 68
		SP:Iteration 19Q (157092.370000 sec): 3 clusters
  Score: Raw -1645538.455971 + Penalty 3144.707207 = -1642393.748764
  nChanged 58
		SP:Iteration 20F (157092.630000 sec): 3 clusters
  Score: Raw -1645545.996159 + Penalty 3144.707207 = -1642401.288952
  nChanged 72
		SP:Iteration 21Q (157092.910000 sec): 3 clusters
  Score: Raw -1645554.788463 + Penalty 3144.707207 = -1642410.081256
  nChanged 62
		SP:Iteration 22Q (157093.140000 sec): 3 clusters
  Score: Raw -1645562.882617 + Penalty 3144.707207 = -1642418.175410
  nChanged 55
		SP:Iteration 23Q (157093.370000 sec): 3 clusters
  Score: Raw -1645570.081007 + Penalty 3144.707207 = -1642425.373800
  nChanged 48
		SP:Iteration 24Q (157093.630000 sec): 3 clusters
  Score: Raw -1645576.076425 + Penalty 3144.707207 = -1642431.369218
  nChanged 51
		SP:Iteration 25Q (157093.890000 sec): 3 clusters
  Score: Raw -1645582.602919 + Penalty 3144.707207 = -1642437.895712
  nChanged 56
		SP:Iteration 26Q (157094.120000 sec): 3 clusters
  Score: Raw -1645590.602474 + Penalty 3144.707207 = -1642445.895267
  nChanged 63
		SP:Iteration 27Q (157094.350000 sec): 3 clusters
  Score: Raw -1645599.844450 + Penalty 3144.707207 = -1642455.137243
  nChanged 64
		SP:Iteration 28Q (157094.640000 sec): 3 clusters
  Score: Raw -1645609.657153 + Penalty 3144.707207 = -1642464.949946
  nChanged 68
		SP:Iteration 29Q (157094.860000 sec): 3 clusters
  Score: Raw -1645623.765443 + Penalty 3144.707207 = -1642479.058236
  nChanged 79
		SP:Iteration 30Q (157095.120000 sec): 3 clusters
  Score: Raw -1645640.674482 + Penalty 3144.707207 = -1642495.967275
  nChanged 98
		SP:Iteration 31Q (157095.400000 sec): 3 clusters
  Score: Raw -1645658.678009 + Penalty 3144.707207 = -1642513.970802
  nChanged 100
		SP:Iteration 32Q (157095.640000 sec): 3 clusters
  Score: Raw -1645680.043773 + Penalty 3144.707207 = -1642535.336566
  nChanged 103
		SP:Iteration 33Q (157095.880000 sec): 3 clusters
  Score: Raw -1645705.103282 + Penalty 3144.707207 = -1642560.396075
  nChanged 118
		SP:Iteration 34Q (157096.140000 sec): 3 clusters
  Score: Raw -1645732.995090 + Penalty 3144.707207 = -1642588.287883
  nChanged 110
		SP:Iteration 35Q (157096.440000 sec): 3 clusters
  Score: Raw -1645758.626845 + Penalty 3144.707207 = -1642613.919638
  nChanged 102
		SP:Iteration 36Q (157096.680000 sec): 3 clusters
  Score: Raw -1645782.330122 + Penalty 3144.707207 = -1642637.622915
  nChanged 99
		SP:Iteration 37Q (157096.940000 sec): 3 clusters
  Score: Raw -1645803.444241 + Penalty 3144.707207 = -1642658.737034
  nChanged 91
		SP:Iteration 38Q (157097.180000 sec): 3 clusters
  Score: Raw -1645821.298767 + Penalty 3144.707207 = -1642676.591560
  nChanged 68
		SP:Iteration 39Q (157097.430000 sec): 3 clusters
  Score: Raw -1645832.697955 + Penalty 3144.707207 = -1642687.990747
  nChanged 67
		SP:Iteration 40F (157097.650000 sec): 3 clusters
  Score: Raw -1645843.768538 + Penalty 3144.707207 = -1642699.061331
  nChanged 64
		SP:Iteration 41Q (157097.930000 sec): 3 clusters
  Score: Raw -1645850.790251 + Penalty 3144.707207 = -1642706.083044
  nChanged 39
		SP:Iteration 42Q (157098.140000 sec): 3 clusters
  Score: Raw -1645856.076167 + Penalty 3144.707207 = -1642711.368960
  nChanged 30
		SP:Iteration 43Q (157098.400000 sec): 3 clusters
  Score: Raw -1645861.047845 + Penalty 3144.707207 = -1642716.340638
  nChanged 47
		SP:Iteration 44Q (157098.620000 sec): 3 clusters
  Score: Raw -1645869.532464 + Penalty 3144.707207 = -1642724.825257
  nChanged 58
		SP:Iteration 45Q (157098.830000 sec): 3 clusters
  Score: Raw -1645878.001971 + Penalty 3144.707207 = -1642733.294764
  nChanged 39
		SP:Iteration 46Q (157099.120000 sec): 3 clusters
  Score: Raw -1645883.833958 + Penalty 3144.707207 = -1642739.126751
  nChanged 41
		SP:Iteration 47Q (157099.380000 sec): 3 clusters
  Score: Raw -1645889.656878 + Penalty 3144.707207 = -1642744.949671
  nChanged 36
		SP:Iteration 48Q (157099.620000 sec): 3 clusters
  Score: Raw -1645894.081033 + Penalty 3144.707207 = -1642749.373826
  nChanged 35
		SP:Iteration 49Q (157099.860000 sec): 3 clusters
  Score: Raw -1645898.175586 + Penalty 3144.707207 = -1642753.468379
  nChanged 34
		SP:Iteration 50Q (157100.160000 sec): 3 clusters
  Score: Raw -1645903.949962 + Penalty 3144.707207 = -1642759.242755
  nChanged 45
		SP:Iteration 51Q (157100.370000 sec): 3 clusters
  Score: Raw -1645910.496634 + Penalty 3144.707207 = -1642765.789427
  nChanged 41
		SP:Iteration 52Q (157100.680000 sec): 3 clusters
  Score: Raw -1645915.976633 + Penalty 3144.707207 = -1642771.269426
  nChanged 41
		SP:Iteration 53Q (157100.900000 sec): 3 clusters
  Score: Raw -1645920.231897 + Penalty 3144.707207 = -1642775.524690
  nChanged 39
		SP:Iteration 54Q (157101.220000 sec): 3 clusters
  Score: Raw -1645924.821154 + Penalty 3144.707207 = -1642780.113947
  nChanged 39
		SP:Iteration 55Q (157101.450000 sec): 3 clusters
  Score: Raw -1645929.132643 + Penalty 3144.707207 = -1642784.425436
  nChanged 46
		SP:Iteration 56Q (157101.670000 sec): 3 clusters
  Score: Raw -1645934.326444 + Penalty 3144.707207 = -1642789.619237
  nChanged 33
		SP:Iteration 57Q (157101.940000 sec): 3 clusters
  Score: Raw -1645938.162328 + Penalty 3144.707207 = -1642793.455121
  nChanged 33
		SP:Iteration 58Q (157102.200000 sec): 3 clusters
  Score: Raw -1645941.061016 + Penalty 3144.707207 = -1642796.353809
  nChanged 29
		SP:Iteration 59Q (157102.390000 sec): 3 clusters
  Score: Raw -1645943.848573 + Penalty 3144.707207 = -1642799.141366
  nChanged 30
		SP:Iteration 60F (157102.620000 sec): 3 clusters
  Score: Raw -1645946.767379 + Penalty 3144.707207 = -1642802.060172
  nChanged 30
		SP:Iteration 61Q (157102.850000 sec): 3 clusters
  Score: Raw -1645949.550342 + Penalty 3144.707207 = -1642804.843135
  nChanged 29
		SP:Iteration 62Q (157103.090000 sec): 3 clusters
  Score: Raw -1645953.134649 + Penalty 3144.707207 = -1642808.427442
  nChanged 35
		SP:Iteration 63Q (157103.350000 sec): 3 clusters
  Score: Raw -1645958.142758 + Penalty 3144.707207 = -1642813.435551
  nChanged 27
		SP:Iteration 64Q (157103.570000 sec): 3 clusters
  Score: Raw -1645962.720377 + Penalty 3144.707207 = -1642818.013170
  nChanged 37
		SP:Iteration 65Q (157103.820000 sec): 3 clusters
  Score: Raw -1645968.491101 + Penalty 3144.707207 = -1642823.783894
  nChanged 41
		SP:Iteration 66Q (157104.110000 sec): 3 clusters
  Score: Raw -1645974.923693 + Penalty 3144.707207 = -1642830.216486
  nChanged 41
		SP:Iteration 67Q (157104.360000 sec): 3 clusters
  Score: Raw -1645980.242829 + Penalty 3144.707207 = -1642835.535622
  nChanged 42
		SP:Iteration 68Q (157104.510000 sec): 3 clusters
  Score: Raw -1645986.194718 + Penalty 3144.707207 = -1642841.487511
  nChanged 46
		SP:Iteration 69Q (157104.790000 sec): 3 clusters
  Score: Raw -1645993.037420 + Penalty 3144.707207 = -1642848.330213
  nChanged 47
		SP:Iteration 70Q (157104.990000 sec): 3 clusters
  Score: Raw -1646000.276720 + Penalty 3144.707207 = -1642855.569513
  nChanged 48
		SP:Iteration 71Q (157105.230000 sec): 3 clusters
  Score: Raw -1646007.780790 + Penalty 3144.707207 = -1642863.073583
  nChanged 45
		SP:Iteration 72Q (157105.520000 sec): 3 clusters
  Score: Raw -1646014.206917 + Penalty 3144.707207 = -1642869.499710
  nChanged 52
		SP:Iteration 73Q (157105.730000 sec): 3 clusters
  Score: Raw -1646023.148320 + Penalty 3144.707207 = -1642878.441113
  nChanged 54
		SP:Iteration 74Q (157106.000000 sec): 3 clusters
  Score: Raw -1646031.712880 + Penalty 3144.707207 = -1642887.005673
  nChanged 57
		SP:Iteration 75Q (157106.350000 sec): 3 clusters
  Score: Raw -1646042.084199 + Penalty 3144.707207 = -1642897.376992
  nChanged 53
		SP:Iteration 76Q (157106.640000 sec): 3 clusters
  Score: Raw -1646051.105786 + Penalty 3144.707207 = -1642906.398579
  nChanged 56
		SP:Iteration 77Q (157106.900000 sec): 3 clusters
  Score: Raw -1646061.140785 + Penalty 3144.707207 = -1642916.433578
  nChanged 59
		SP:Iteration 78Q (157107.130000 sec): 3 clusters
  Score: Raw -1646074.103047 + Penalty 3144.707207 = -1642929.395840
  nChanged 69
		SP:Iteration 79Q (157107.330000 sec): 3 clusters
  Score: Raw -1646088.349006 + Penalty 3144.707207 = -1642943.641799
  nChanged 81
		SP:Iteration 80F (157107.610000 sec): 3 clusters
  Score: Raw -1646106.608164 + Penalty 3144.707207 = -1642961.900957
  nChanged 82
		SP:Iteration 81Q (157107.970000 sec): 3 clusters
  Score: Raw -1646126.161215 + Penalty 3144.707207 = -1642981.454008
  nChanged 79
		SP:Iteration 82Q (157108.200000 sec): 3 clusters
  Score: Raw -1646144.776429 + Penalty 3144.707207 = -1643000.069222
  nChanged 91
		SP:Iteration 83Q (157108.520000 sec): 3 clusters
  Score: Raw -1646168.679865 + Penalty 3144.707207 = -1643023.972658
  nChanged 98
		SP:Iteration 84Q (157108.790000 sec): 3 clusters
  Score: Raw -1646202.383278 + Penalty 3144.707207 = -1643057.676071
  nChanged 102
		SP:Iteration 85Q (157109.070000 sec): 3 clusters
  Score: Raw -1646238.337482 + Penalty 3144.707207 = -1643093.630275
  nChanged 103
		SP:Iteration 86Q (157109.360000 sec): 3 clusters
  Score: Raw -1646280.831528 + Penalty 3144.707207 = -1643136.124321
  nChanged 105
		SP:Iteration 87Q (157109.620000 sec): 3 clusters
  Score: Raw -1646323.249657 + Penalty 3144.707207 = -1643178.542450
  nChanged 101
		SP:Iteration 88Q (157109.880000 sec): 3 clusters
  Score: Raw -1646360.220249 + Penalty 3144.707207 = -1643215.513042
  nChanged 106
		SP:Iteration 89Q (157110.090000 sec): 3 clusters
  Score: Raw -1646403.928543 + Penalty 3144.707207 = -1643259.221336
  nChanged 120
		SP:Iteration 90Q (157110.290000 sec): 3 clusters
  Score: Raw -1646457.025802 + Penalty 3144.707207 = -1643312.318595
  nChanged 95
		SP:Iteration 91Q (157110.540000 sec): 3 clusters
  Score: Raw -1646493.303397 + Penalty 3144.707207 = -1643348.596190
  nChanged 106
		SP:Iteration 92Q (157110.800000 sec): 3 clusters
  Score: Raw -1646533.768611 + Penalty 3144.707207 = -1643389.061403
  nChanged 84
		SP:Iteration 93Q (157111.040000 sec): 3 clusters
  Score: Raw -1646565.957360 + Penalty 3144.707207 = -1643421.250153
  nChanged 96
		SP:Iteration 94Q (157111.320000 sec): 3 clusters
  Score: Raw -1646599.166890 + Penalty 3144.707207 = -1643454.459683
  nChanged 85
		SP:Iteration 95Q (157111.520000 sec): 3 clusters
  Score: Raw -1646629.640970 + Penalty 3144.707207 = -1643484.933763
  nChanged 89
		SP:Iteration 96Q (157111.820000 sec): 3 clusters
  Score: Raw -1646665.712307 + Penalty 3144.707207 = -1643521.005100
  nChanged 81
		SP:Iteration 97Q (157112.090000 sec): 3 clusters
  Score: Raw -1646690.712018 + Penalty 3144.707207 = -1643546.004810
  nChanged 71
		SP:Iteration 98Q (157112.290000 sec): 3 clusters
  Score: Raw -1646711.227682 + Penalty 3144.707207 = -1643566.520475
  nChanged 50
		SP:Iteration 99Q (157112.560000 sec): 3 clusters
  Score: Raw -1646723.380209 + Penalty 3144.707207 = -1643578.673002
  nChanged 39
		SP:Iteration 100F (157112.770000 sec): 3 clusters
  Score: Raw -1646731.872106 + Penalty 3144.707207 = -1643587.164899
  nChanged 38
		SP:Iteration 101Q (157113.020000 sec): 3 clusters
  Score: Raw -1646739.673422 + Penalty 3144.707207 = -1643594.966215
  nChanged 33
		SP:Iteration 102Q (157113.380000 sec): 3 clusters
  Score: Raw -1646746.731554 + Penalty 3144.707207 = -1643602.024347
  nChanged 23
		SP:Iteration 103Q (157113.600000 sec): 3 clusters
  Score: Raw -1646751.330234 + Penalty 3144.707207 = -1643606.623027
  nChanged 22
		SP:Iteration 104Q (157113.820000 sec): 3 clusters
  Score: Raw -1646756.168107 + Penalty 3144.707207 = -1643611.460900
  nChanged 21
		SP:Iteration 105Q (157114.040000 sec): 3 clusters
  Score: Raw -1646760.500778 + Penalty 3144.707207 = -1643615.793571
  nChanged 25
		SP:Iteration 106Q (157114.290000 sec): 3 clusters
  Score: Raw -1646766.420966 + Penalty 3144.707207 = -1643621.713759
  nChanged 35
		SP:Iteration 107Q (157114.560000 sec): 3 clusters
  Score: Raw -1646773.785312 + Penalty 3144.707207 = -1643629.078105
  nChanged 28
		SP:Iteration 108Q (157114.800000 sec): 3 clusters
  Score: Raw -1646780.529380 + Penalty 3144.707207 = -1643635.822173
  nChanged 26
		SP:Iteration 109Q (157115.040000 sec): 3 clusters
  Score: Raw -1646786.641686 + Penalty 3144.707207 = -1643641.934479
  nChanged 31
		SP:Iteration 110Q (157115.280000 sec): 3 clusters
  Score: Raw -1646794.278282 + Penalty 3144.707207 = -1643649.571075
  nChanged 26
		SP:Iteration 111Q (157115.520000 sec): 3 clusters
  Score: Raw -1646799.887519 + Penalty 3144.707207 = -1643655.180312
  nChanged 29
		SP:Iteration 112Q (157115.750000 sec): 3 clusters
  Score: Raw -1646807.831533 + Penalty 3144.707207 = -1643663.124326
  nChanged 37
		SP:Iteration 113Q (157115.970000 sec): 3 clusters
  Score: Raw -1646818.373657 + Penalty 3144.707207 = -1643673.666450
  nChanged 43
		SP:Iteration 114Q (157116.180000 sec): 3 clusters
  Score: Raw -1646831.228377 + Penalty 3144.707207 = -1643686.521170
  nChanged 37
		SP:Iteration 115Q (157116.430000 sec): 3 clusters
  Score: Raw -1646843.008060 + Penalty 3144.707207 = -1643698.300853
  nChanged 41
		SP:Iteration 116Q (157116.630000 sec): 3 clusters
  Score: Raw -1646856.223791 + Penalty 3144.707207 = -1643711.516584
  nChanged 31
		SP:Iteration 117Q (157116.850000 sec): 3 clusters
  Score: Raw -1646863.825663 + Penalty 3144.707207 = -1643719.118456
  nChanged 30
		SP:Iteration 118Q (157117.080000 sec): 3 clusters
  Score: Raw -1646869.799005 + Penalty 3144.707207 = -1643725.091798
  nChanged 30
		SP:Iteration 119Q (157117.340000 sec): 3 clusters
  Score: Raw -1646876.763039 + Penalty 3144.707207 = -1643732.055832
  nChanged 26
		SP:Iteration 120F (157117.540000 sec): 3 clusters
  Score: Raw -1646883.182775 + Penalty 3144.707207 = -1643738.475567
  nChanged 22
		SP:Iteration 121Q (157117.770000 sec): 3 clusters
  Score: Raw -1646887.124959 + Penalty 3144.707207 = -1643742.417752
  nChanged 11
		SP:Iteration 122Q (157118.010000 sec): 3 clusters
  Score: Raw -1646888.870008 + Penalty 3144.707207 = -1643744.162801
  nChanged 8
		SP:Iteration 123Q (157118.230000 sec): 3 clusters
  Score: Raw -1646889.930669 + Penalty 3144.707207 = -1643745.223462
  nChanged 5
		SP:Iteration 124Q (157118.490000 sec): 3 clusters
  Score: Raw -1646890.586015 + Penalty 3144.707207 = -1643745.878808
  nChanged 5
		SP:Iteration 125Q (157118.740000 sec): 3 clusters
  Score: Raw -1646891.466925 + Penalty 3144.707207 = -1643746.759717
  nChanged 6
		SP:Iteration 126Q (157118.970000 sec): 3 clusters
  Score: Raw -1646892.659680 + Penalty 3144.707207 = -1643747.952473
  nChanged 8
		SP:Iteration 127Q (157119.190000 sec): 3 clusters
  Score: Raw -1646894.346595 + Penalty 3144.707207 = -1643749.639388
  nChanged 9
		SP:Iteration 128Q (157119.420000 sec): 3 clusters
  Score: Raw -1646895.526093 + Penalty 3144.707207 = -1643750.818886
  nChanged 5
		SP:Iteration 129Q (157119.640000 sec): 3 clusters
  Score: Raw -1646896.307539 + Penalty 3144.707207 = -1643751.600332
  nChanged 7
		SP:Iteration 130Q (157119.900000 sec): 3 clusters
  Score: Raw -1646897.604143 + Penalty 3144.707207 = -1643752.896935
  nChanged 7
		SP:Iteration 131Q (157120.140000 sec): 3 clusters
  Score: Raw -1646898.472891 + Penalty 3144.707207 = -1643753.765684
  nChanged 3
		SP:Iteration 132Q (157120.380000 sec): 3 clusters
  Score: Raw -1646899.006473 + Penalty 3144.707207 = -1643754.299266
  nChanged 0
		SP:Iteration 133F (157120.600000 sec): 3 clusters
  Score: Raw -1646899.006473 + Penalty 3144.707207 = -1643754.299266
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157120.700000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157120.870000 sec): 3 clusters
  Score: Raw -46939.397687 + Penalty 1975.978288 = -44963.419398
  nChanged 106
		SP:Iteration 1F (157121.080000 sec): 3 clusters
  Score: Raw -47076.182993 + Penalty 1975.978288 = -45100.204705
  nChanged 20
		SP:Iteration 2Q (157121.230000 sec): 3 clusters
  Score: Raw -47112.333523 + Penalty 1975.978288 = -45136.355235
  nChanged 10
		SP:Iteration 3Q (157121.420000 sec): 3 clusters
  Score: Raw -47130.248854 + Penalty 1975.978288 = -45154.270566
  nChanged 8
		SP:Iteration 4Q (157121.580000 sec): 3 clusters
  Score: Raw -47145.696797 + Penalty 1975.978288 = -45169.718509
  nChanged 6
		SP:Iteration 5Q (157121.690000 sec): 3 clusters
  Score: Raw -47154.560287 + Penalty 1975.978288 = -45178.581999
  nChanged 4
		SP:Iteration 6Q (157121.880000 sec): 3 clusters
  Score: Raw -47159.255709 + Penalty 1975.978288 = -45183.277421
  nChanged 0
		SP:Iteration 7F (157122.020000 sec): 3 clusters
  Score: Raw -47159.255709 + Penalty 1975.978288 = -45183.277421
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157122.140000 sec): 2 clusters
  Score: Raw -471839.578068 + Penalty 1388.626175 = -470450.951893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157122.300000 sec): 3 clusters
  Score: Raw -469242.237912 + Penalty 2777.252350 = -466464.985562
  nChanged 2053
		SP:Iteration 1F (157122.450000 sec): 3 clusters
  Score: Raw -470586.498517 + Penalty 2777.252350 = -467809.246167
  nChanged 450
		SP:Iteration 2F (157122.590000 sec): 3 clusters
  Score: Raw -470881.945470 + Penalty 2777.252350 = -468104.693120
  nChanged 318
		SP:Iteration 3F (157122.730000 sec): 3 clusters
  Score: Raw -471072.534026 + Penalty 2777.252350 = -468295.281676
  nChanged 252
		SP:Iteration 4Q (157122.870000 sec): 3 clusters
  Score: Raw -471208.120182 + Penalty 2777.252350 = -468430.867832
  nChanged 200
		SP:Iteration 5Q (157123.010000 sec): 3 clusters
  Score: Raw -471313.177534 + Penalty 2777.252350 = -468535.925184
  nChanged 160
		SP:Iteration 6Q (157123.180000 sec): 3 clusters
  Score: Raw -471396.122379 + Penalty 2777.252350 = -468618.870029
  nChanged 142
		SP:Iteration 7Q (157123.390000 sec): 3 clusters
  Score: Raw -471464.144490 + Penalty 2777.252350 = -468686.892140
  nChanged 110
		SP:Iteration 8Q (157123.540000 sec): 3 clusters
  Score: Raw -471511.710361 + Penalty 2777.252350 = -468734.458011
  nChanged 98
		SP:Iteration 9Q (157123.700000 sec): 3 clusters
  Score: Raw -471553.109702 + Penalty 2777.252350 = -468775.857352
  nChanged 84
		SP:Iteration 10Q (157123.900000 sec): 3 clusters
  Score: Raw -471583.459309 + Penalty 2777.252350 = -468806.206959
  nChanged 66
		SP:Iteration 11Q (157124.060000 sec): 3 clusters
  Score: Raw -471606.034901 + Penalty 2777.252350 = -468828.782551
  nChanged 69
		SP:Iteration 12Q (157124.240000 sec): 3 clusters
  Score: Raw -471640.883166 + Penalty 2777.252350 = -468863.630817
  nChanged 88
		SP:Iteration 13Q (157124.370000 sec): 3 clusters
  Score: Raw -471689.033595 + Penalty 2777.252350 = -468911.781245
  nChanged 88
		SP:Iteration 14Q (157124.500000 sec): 3 clusters
  Score: Raw -471733.888926 + Penalty 2777.252350 = -468956.636576
  nChanged 84
		SP:Iteration 15Q (157124.620000 sec): 3 clusters
  Score: Raw -471775.501890 + Penalty 2777.252350 = -468998.249540
  nChanged 87
		SP:Iteration 16Q (157124.750000 sec): 3 clusters
  Score: Raw -471814.448567 + Penalty 2777.252350 = -469037.196217
  nChanged 79
		SP:Iteration 17Q (157124.880000 sec): 3 clusters
  Score: Raw -471846.921242 + Penalty 2777.252350 = -469069.668892
  nChanged 67
		SP:Iteration 18Q (157125.060000 sec): 3 clusters
  Score: Raw -471875.925721 + Penalty 2777.252350 = -469098.673371
  nChanged 72
		SP:Iteration 19Q (157125.200000 sec): 3 clusters
  Score: Raw -471902.475143 + Penalty 2777.252350 = -469125.222793
  nChanged 54
		SP:Iteration 20F (157125.370000 sec): 3 clusters
  Score: Raw -471921.554130 + Penalty 2777.252350 = -469144.301780
  nChanged 43
		SP:Iteration 21Q (157125.510000 sec): 3 clusters
  Score: Raw -471938.132174 + Penalty 2777.252350 = -469160.879824
  nChanged 47
		SP:Iteration 22Q (157125.730000 sec): 3 clusters
  Score: Raw -471955.493372 + Penalty 2777.252350 = -469178.241022
  nChanged 43
		SP:Iteration 23Q (157125.900000 sec): 3 clusters
  Score: Raw -471971.540783 + Penalty 2777.252350 = -469194.288433
  nChanged 40
		SP:Iteration 24Q (157126.110000 sec): 3 clusters
  Score: Raw -471982.279318 + Penalty 2777.252350 = -469205.026969
  nChanged 28
		SP:Iteration 25Q (157126.240000 sec): 3 clusters
  Score: Raw -471991.160709 + Penalty 2777.252350 = -469213.908359
  nChanged 27
		SP:Iteration 26Q (157126.420000 sec): 3 clusters
  Score: Raw -471998.678499 + Penalty 2777.252350 = -469221.426149
  nChanged 27
		SP:Iteration 27Q (157126.660000 sec): 3 clusters
  Score: Raw -472006.714307 + Penalty 2777.252350 = -469229.461957
  nChanged 33
		SP:Iteration 28Q (157126.840000 sec): 3 clusters
  Score: Raw -472017.073844 + Penalty 2777.252350 = -469239.821494
  nChanged 32
		SP:Iteration 29Q (157127.030000 sec): 3 clusters
  Score: Raw -472027.268594 + Penalty 2777.252350 = -469250.016245
  nChanged 26
		SP:Iteration 30Q (157127.180000 sec): 3 clusters
  Score: Raw -472034.718392 + Penalty 2777.252350 = -469257.466042
  nChanged 25
		SP:Iteration 31Q (157127.400000 sec): 3 clusters
  Score: Raw -472041.347426 + Penalty 2777.252350 = -469264.095076
  nChanged 15
		SP:Iteration 32Q (157127.570000 sec): 3 clusters
  Score: Raw -472045.984820 + Penalty 2777.252350 = -469268.732470
  nChanged 14
		SP:Iteration 33Q (157127.730000 sec): 3 clusters
  Score: Raw -472049.624165 + Penalty 2777.252350 = -469272.371815
  nChanged 9
		SP:Iteration 34Q (157127.950000 sec): 3 clusters
  Score: Raw -472051.336070 + Penalty 2777.252350 = -469274.083720
  nChanged 8
		SP:Iteration 35Q (157128.100000 sec): 3 clusters
  Score: Raw -472053.067072 + Penalty 2777.252350 = -469275.814722
  nChanged 7
		SP:Iteration 36Q (157128.270000 sec): 3 clusters
  Score: Raw -472054.263288 + Penalty 2777.252350 = -469277.010939
  nChanged 4
		SP:Iteration 37Q (157128.410000 sec): 3 clusters
  Score: Raw -472054.673368 + Penalty 2777.252350 = -469277.421018
  nChanged 4
		SP:Iteration 38Q (157128.550000 sec): 3 clusters
  Score: Raw -472055.360328 + Penalty 2777.252350 = -469278.107978
  nChanged 4
		SP:Iteration 39Q (157128.700000 sec): 3 clusters
  Score: Raw -472055.726252 + Penalty 2777.252350 = -469278.473902
  nChanged 2
		SP:Iteration 40F (157128.840000 sec): 3 clusters
  Score: Raw -472055.871010 + Penalty 2777.252350 = -469278.618660
  nChanged 1
		SP:Iteration 41Q (157128.980000 sec): 3 clusters
  Score: Raw -472056.111854 + Penalty 2777.252350 = -469278.859504
  nChanged 1
		SP:Iteration 42Q (157129.120000 sec): 3 clusters
  Score: Raw -472056.271316 + Penalty 2777.252350 = -469279.018966
  nChanged 2
		SP:Iteration 43Q (157129.260000 sec): 3 clusters
  Score: Raw -472056.421668 + Penalty 2777.252350 = -469279.169318
  nChanged 1
		SP:Iteration 44Q (157129.400000 sec): 3 clusters
  Score: Raw -472056.630206 + Penalty 2777.252350 = -469279.377856
  nChanged 4
		SP:Iteration 45Q (157129.610000 sec): 3 clusters
  Score: Raw -472057.005340 + Penalty 2777.252350 = -469279.752990
  nChanged 1
		SP:Iteration 46Q (157129.740000 sec): 3 clusters
  Score: Raw -472057.143024 + Penalty 2777.252350 = -469279.890674
  nChanged 1
		SP:Iteration 47Q (157129.950000 sec): 3 clusters
  Score: Raw -472057.225148 + Penalty 2777.252350 = -469279.972798
  nChanged 0
		SP:Iteration 48F (157130.090000 sec): 3 clusters
  Score: Raw -472057.225148 + Penalty 2777.252350 = -469279.972798
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157130.220000 sec): 2 clusters
  Score: Raw -631360.570840 + Penalty 1416.756258 = -629943.814582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157130.470000 sec): 3 clusters
  Score: Raw -628078.244629 + Penalty 2833.512516 = -625244.732114
  nChanged 2531
		SP:Iteration 1F (157130.610000 sec): 3 clusters
  Score: Raw -629669.123932 + Penalty 2833.512516 = -626835.611416
  nChanged 556
		SP:Iteration 2F (157130.790000 sec): 3 clusters
  Score: Raw -630143.830449 + Penalty 2833.512516 = -627310.317933
  nChanged 491
		SP:Iteration 3F (157131.010000 sec): 3 clusters
  Score: Raw -630563.266042 + Penalty 2833.512516 = -627729.753526
  nChanged 414
		SP:Iteration 4F (157131.200000 sec): 3 clusters
  Score: Raw -630887.376341 + Penalty 2833.512516 = -628053.863826
  nChanged 332
		SP:Iteration 5F (157131.400000 sec): 3 clusters
  Score: Raw -631090.930602 + Penalty 2833.512516 = -628257.418086
  nChanged 223
		SP:Iteration 6Q (157131.570000 sec): 3 clusters
  Score: Raw -631197.268363 + Penalty 2833.512516 = -628363.755847
  nChanged 141
		SP:Iteration 7Q (157131.730000 sec): 3 clusters
  Score: Raw -631258.320649 + Penalty 2833.512516 = -628424.808133
  nChanged 110
		SP:Iteration 8Q (157131.890000 sec): 3 clusters
  Score: Raw -631298.152845 + Penalty 2833.512516 = -628464.640329
  nChanged 87
		SP:Iteration 9Q (157132.060000 sec): 3 clusters
  Score: Raw -631330.716354 + Penalty 2833.512516 = -628497.203838
  nChanged 74
		SP:Iteration 10Q (157132.220000 sec): 3 clusters
  Score: Raw -631357.610411 + Penalty 2833.512516 = -628524.097895
  nChanged 64
		SP:Iteration 11Q (157132.380000 sec): 3 clusters
  Score: Raw -631377.698905 + Penalty 2833.512516 = -628544.186389
  nChanged 44
		SP:Iteration 12Q (157132.540000 sec): 3 clusters
  Score: Raw -631390.216699 + Penalty 2833.512516 = -628556.704184
  nChanged 36
		SP:Iteration 13Q (157132.800000 sec): 3 clusters
  Score: Raw -631401.707166 + Penalty 2833.512516 = -628568.194651
  nChanged 39
		SP:Iteration 14Q (157132.970000 sec): 3 clusters
  Score: Raw -631412.746058 + Penalty 2833.512516 = -628579.233542
  nChanged 37
		SP:Iteration 15Q (157133.150000 sec): 3 clusters
  Score: Raw -631423.574157 + Penalty 2833.512516 = -628590.061641
  nChanged 35
		SP:Iteration 16Q (157133.360000 sec): 3 clusters
  Score: Raw -631432.746156 + Penalty 2833.512516 = -628599.233640
  nChanged 28
		SP:Iteration 17Q (157133.560000 sec): 3 clusters
  Score: Raw -631439.764656 + Penalty 2833.512516 = -628606.252140
  nChanged 16
		SP:Iteration 18Q (157133.790000 sec): 3 clusters
  Score: Raw -631443.995129 + Penalty 2833.512516 = -628610.482613
  nChanged 11
		SP:Iteration 19Q (157133.960000 sec): 3 clusters
  Score: Raw -631446.711004 + Penalty 2833.512516 = -628613.198488
  nChanged 7
		SP:Iteration 20F (157134.120000 sec): 3 clusters
  Score: Raw -631448.177567 + Penalty 2833.512516 = -628614.665052
  nChanged 9
		SP:Iteration 21Q (157134.320000 sec): 3 clusters
  Score: Raw -631451.248220 + Penalty 2833.512516 = -628617.735704
  nChanged 13
		SP:Iteration 22Q (157134.500000 sec): 3 clusters
  Score: Raw -631454.682934 + Penalty 2833.512516 = -628621.170418
  nChanged 15
		SP:Iteration 23Q (157134.630000 sec): 3 clusters
  Score: Raw -631458.520262 + Penalty 2833.512516 = -628625.007747
  nChanged 18
		SP:Iteration 24Q (157134.870000 sec): 3 clusters
  Score: Raw -631463.411141 + Penalty 2833.512516 = -628629.898625
  nChanged 11
		SP:Iteration 25Q (157135.040000 sec): 3 clusters
  Score: Raw -631467.205535 + Penalty 2833.512516 = -628633.693019
  nChanged 15
		SP:Iteration 26Q (157135.350000 sec): 3 clusters
  Score: Raw -631470.584032 + Penalty 2833.512516 = -628637.071516
  nChanged 11
		SP:Iteration 27Q (157135.560000 sec): 3 clusters
  Score: Raw -631473.263974 + Penalty 2833.512516 = -628639.751458
  nChanged 8
		SP:Iteration 28Q (157135.810000 sec): 3 clusters
  Score: Raw -631475.303767 + Penalty 2833.512516 = -628641.791252
  nChanged 10
		SP:Iteration 29Q (157136.000000 sec): 3 clusters
  Score: Raw -631477.914161 + Penalty 2833.512516 = -628644.401645
  nChanged 12
		SP:Iteration 30Q (157136.180000 sec): 3 clusters
  Score: Raw -631480.370120 + Penalty 2833.512516 = -628646.857604
  nChanged 5
		SP:Iteration 31Q (157136.380000 sec): 3 clusters
  Score: Raw -631481.587803 + Penalty 2833.512516 = -628648.075288
  nChanged 7
		SP:Iteration 32Q (157136.600000 sec): 3 clusters
  Score: Raw -631483.552396 + Penalty 2833.512516 = -628650.039880
  nChanged 9
		SP:Iteration 33Q (157136.820000 sec): 3 clusters
  Score: Raw -631485.616802 + Penalty 2833.512516 = -628652.104286
  nChanged 7
		SP:Iteration 34Q (157137.060000 sec): 3 clusters
  Score: Raw -631487.546528 + Penalty 2833.512516 = -628654.034012
  nChanged 7
		SP:Iteration 35Q (157137.310000 sec): 3 clusters
  Score: Raw -631489.232170 + Penalty 2833.512516 = -628655.719654
  nChanged 7
		SP:Iteration 36Q (157137.530000 sec): 3 clusters
  Score: Raw -631490.950822 + Penalty 2833.512516 = -628657.438307
  nChanged 12
		SP:Iteration 37Q (157137.730000 sec): 3 clusters
  Score: Raw -631493.284348 + Penalty 2833.512516 = -628659.771833
  nChanged 6
		SP:Iteration 38Q (157137.940000 sec): 3 clusters
  Score: Raw -631494.494260 + Penalty 2833.512516 = -628660.981745
  nChanged 6
		SP:Iteration 39Q (157138.140000 sec): 3 clusters
  Score: Raw -631495.769368 + Penalty 2833.512516 = -628662.256853
  nChanged 5
		SP:Iteration 40F (157138.350000 sec): 3 clusters
  Score: Raw -631497.130719 + Penalty 2833.512516 = -628663.618204
  nChanged 5
		SP:Iteration 41Q (157138.560000 sec): 3 clusters
  Score: Raw -631498.765472 + Penalty 2833.512516 = -628665.252956
  nChanged 8
		SP:Iteration 42Q (157138.760000 sec): 3 clusters
  Score: Raw -631500.622064 + Penalty 2833.512516 = -628667.109548
  nChanged 10
		SP:Iteration 43Q (157138.930000 sec): 3 clusters
  Score: Raw -631503.586119 + Penalty 2833.512516 = -628670.073604
  nChanged 12
		SP:Iteration 44Q (157139.170000 sec): 3 clusters
  Score: Raw -631506.665847 + Penalty 2833.512516 = -628673.153332
  nChanged 8
		SP:Iteration 45Q (157139.360000 sec): 3 clusters
  Score: Raw -631507.779067 + Penalty 2833.512516 = -628674.266551
  nChanged 4
		SP:Iteration 46Q (157139.580000 sec): 3 clusters
  Score: Raw -631508.510020 + Penalty 2833.512516 = -628674.997504
  nChanged 3
		SP:Iteration 47Q (157139.750000 sec): 3 clusters
  Score: Raw -631509.394512 + Penalty 2833.512516 = -628675.881997
  nChanged 2
		SP:Iteration 48Q (157139.890000 sec): 3 clusters
  Score: Raw -631509.672772 + Penalty 2833.512516 = -628676.160256
  nChanged 1
		SP:Iteration 49Q (157140.040000 sec): 3 clusters
  Score: Raw -631509.974406 + Penalty 2833.512516 = -628676.461890
  nChanged 0
		SP:Iteration 50F (157140.250000 sec): 3 clusters
  Score: Raw -631509.974406 + Penalty 2833.512516 = -628676.461890
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157140.330000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157140.440000 sec): 3 clusters
  Score: Raw -49441.956225 + Penalty 2003.077311 = -47438.878914
  nChanged 110
		SP:Iteration 1F (157140.550000 sec): 3 clusters
  Score: Raw -49596.517240 + Penalty 2003.077311 = -47593.439929
  nChanged 30
		SP:Iteration 2F (157140.670000 sec): 3 clusters
  Score: Raw -49648.283286 + Penalty 2003.077311 = -47645.205974
  nChanged 11
		SP:Iteration 3Q (157140.780000 sec): 3 clusters
  Score: Raw -49670.782996 + Penalty 2003.077311 = -47667.705684
  nChanged 5
		SP:Iteration 4Q (157140.960000 sec): 3 clusters
  Score: Raw -49677.256388 + Penalty 2003.077311 = -47674.179076
  nChanged 3
		SP:Iteration 5Q (157141.130000 sec): 3 clusters
  Score: Raw -49683.628765 + Penalty 2003.077311 = -47680.551454
  nChanged 2
		SP:Iteration 6Q (157141.290000 sec): 3 clusters
  Score: Raw -49687.415280 + Penalty 2003.077311 = -47684.337969
  nChanged 1
		SP:Iteration 7Q (157141.420000 sec): 3 clusters
  Score: Raw -49688.218717 + Penalty 2003.077311 = -47685.141406
  nChanged 0
		SP:Iteration 8F (157141.560000 sec): 3 clusters
  Score: Raw -49688.218717 + Penalty 2003.077311 = -47685.141406
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157141.690000 sec): 2 clusters
  Score: Raw -442570.594267 + Penalty 1361.600482 = -441208.993785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157141.830000 sec): 3 clusters
  Score: Raw -440334.541372 + Penalty 2723.200964 = -437611.340408
  nChanged 1765
		SP:Iteration 1F (157141.990000 sec): 3 clusters
  Score: Raw -441329.918857 + Penalty 2723.200964 = -438606.717892
  nChanged 313
		SP:Iteration 2F (157142.120000 sec): 3 clusters
  Score: Raw -441484.243131 + Penalty 2723.200964 = -438761.042167
  nChanged 203
		SP:Iteration 3Q (157142.270000 sec): 3 clusters
  Score: Raw -441587.473092 + Penalty 2723.200964 = -438864.272128
  nChanged 187
		SP:Iteration 4Q (157142.400000 sec): 3 clusters
  Score: Raw -441686.311160 + Penalty 2723.200964 = -438963.110196
  nChanged 162
		SP:Iteration 5Q (157142.620000 sec): 3 clusters
  Score: Raw -441778.520473 + Penalty 2723.200964 = -439055.319509
  nChanged 155
		SP:Iteration 6Q (157142.790000 sec): 3 clusters
  Score: Raw -441860.539664 + Penalty 2723.200964 = -439137.338700
  nChanged 139
		SP:Iteration 7Q (157143.010000 sec): 3 clusters
  Score: Raw -441937.375197 + Penalty 2723.200964 = -439214.174233
  nChanged 142
		SP:Iteration 8Q (157143.170000 sec): 3 clusters
  Score: Raw -442004.859277 + Penalty 2723.200964 = -439281.658313
  nChanged 136
		SP:Iteration 9Q (157143.350000 sec): 3 clusters
  Score: Raw -442073.343349 + Penalty 2723.200964 = -439350.142385
  nChanged 120
		SP:Iteration 10Q (157143.540000 sec): 3 clusters
  Score: Raw -442137.379701 + Penalty 2723.200964 = -439414.178737
  nChanged 115
		SP:Iteration 11Q (157143.730000 sec): 3 clusters
  Score: Raw -442196.707966 + Penalty 2723.200964 = -439473.507002
  nChanged 127
		SP:Iteration 12Q (157143.870000 sec): 3 clusters
  Score: Raw -442258.421763 + Penalty 2723.200964 = -439535.220799
  nChanged 109
		SP:Iteration 13Q (157144.040000 sec): 3 clusters
  Score: Raw -442314.915041 + Penalty 2723.200964 = -439591.714077
  nChanged 103
		SP:Iteration 14Q (157144.150000 sec): 3 clusters
  Score: Raw -442373.955513 + Penalty 2723.200964 = -439650.754549
  nChanged 89
		SP:Iteration 15Q (157144.330000 sec): 3 clusters
  Score: Raw -442425.518391 + Penalty 2723.200964 = -439702.317427
  nChanged 97
		SP:Iteration 16Q (157144.440000 sec): 3 clusters
  Score: Raw -442491.312371 + Penalty 2723.200964 = -439768.111407
  nChanged 98
		SP:Iteration 17Q (157144.620000 sec): 3 clusters
  Score: Raw -442553.550672 + Penalty 2723.200964 = -439830.349708
  nChanged 87
		SP:Iteration 18Q (157144.730000 sec): 3 clusters
  Score: Raw -442608.525372 + Penalty 2723.200964 = -439885.324408
  nChanged 89
		SP:Iteration 19Q (157144.860000 sec): 3 clusters
  Score: Raw -442665.632899 + Penalty 2723.200964 = -439942.431935
  nChanged 71
		SP:Iteration 20F (157145.040000 sec): 3 clusters
  Score: Raw -442710.344848 + Penalty 2723.200964 = -439987.143884
  nChanged 64
		SP:Iteration 21Q (157145.250000 sec): 3 clusters
  Score: Raw -442762.456711 + Penalty 2723.200964 = -440039.255747
  nChanged 70
		SP:Iteration 22Q (157145.390000 sec): 3 clusters
  Score: Raw -442838.355541 + Penalty 2723.200964 = -440115.154577
  nChanged 68
		SP:Iteration 23Q (157145.550000 sec): 3 clusters
  Score: Raw -442899.296836 + Penalty 2723.200964 = -440176.095872
  nChanged 43
		SP:Iteration 24Q (157145.690000 sec): 3 clusters
  Score: Raw -442944.059902 + Penalty 2723.200964 = -440220.858938
  nChanged 50
		SP:Iteration 25Q (157145.840000 sec): 3 clusters
  Score: Raw -442988.903657 + Penalty 2723.200964 = -440265.702693
  nChanged 43
		SP:Iteration 26Q (157145.980000 sec): 3 clusters
  Score: Raw -443018.355933 + Penalty 2723.200964 = -440295.154969
  nChanged 25
		SP:Iteration 27Q (157146.130000 sec): 3 clusters
  Score: Raw -443034.250878 + Penalty 2723.200964 = -440311.049914
  nChanged 21
		SP:Iteration 28Q (157146.270000 sec): 3 clusters
  Score: Raw -443048.423716 + Penalty 2723.200964 = -440325.222752
  nChanged 25
		SP:Iteration 29Q (157146.400000 sec): 3 clusters
  Score: Raw -443062.380035 + Penalty 2723.200964 = -440339.179071
  nChanged 20
		SP:Iteration 30Q (157146.530000 sec): 3 clusters
  Score: Raw -443069.802617 + Penalty 2723.200964 = -440346.601653
  nChanged 10
		SP:Iteration 31Q (157146.690000 sec): 3 clusters
  Score: Raw -443074.605949 + Penalty 2723.200964 = -440351.404985
  nChanged 5
		SP:Iteration 32Q (157146.890000 sec): 3 clusters
  Score: Raw -443076.298269 + Penalty 2723.200964 = -440353.097305
  nChanged 1
		SP:Iteration 33Q (157147.100000 sec): 3 clusters
  Score: Raw -443076.844791 + Penalty 2723.200964 = -440353.643827
  nChanged 2
		SP:Iteration 34Q (157147.240000 sec): 3 clusters
  Score: Raw -443078.261456 + Penalty 2723.200964 = -440355.060492
  nChanged 5
		SP:Iteration 35Q (157147.400000 sec): 3 clusters
  Score: Raw -443080.644403 + Penalty 2723.200964 = -440357.443439
  nChanged 5
		SP:Iteration 36Q (157147.550000 sec): 3 clusters
  Score: Raw -443083.237994 + Penalty 2723.200964 = -440360.037030
  nChanged 5
		SP:Iteration 37Q (157147.740000 sec): 3 clusters
  Score: Raw -443085.202510 + Penalty 2723.200964 = -440362.001545
  nChanged 6
		SP:Iteration 38Q (157147.850000 sec): 3 clusters
  Score: Raw -443087.577961 + Penalty 2723.200964 = -440364.376997
  nChanged 7
		SP:Iteration 39Q (157148.020000 sec): 3 clusters
  Score: Raw -443090.400985 + Penalty 2723.200964 = -440367.200021
  nChanged 4
		SP:Iteration 40F (157148.160000 sec): 3 clusters
  Score: Raw -443092.156860 + Penalty 2723.200964 = -440368.955896
  nChanged 1
		SP:Iteration 41Q (157148.340000 sec): 3 clusters
  Score: Raw -443092.914690 + Penalty 2723.200964 = -440369.713726
  nChanged 0
		SP:Iteration 42F (157148.580000 sec): 3 clusters
  Score: Raw -443092.914690 + Penalty 2723.200964 = -440369.713726
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157148.670000 sec): 2 clusters
  Score: Raw -292831.217711 + Penalty 1293.949139 = -291537.268573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157148.820000 sec): 3 clusters
  Score: Raw -291542.411015 + Penalty 2587.898277 = -288954.512738
  nChanged 1037
		SP:Iteration 1F (157149.000000 sec): 3 clusters
  Score: Raw -292170.822691 + Penalty 2587.898277 = -289582.924414
  nChanged 212
		SP:Iteration 2F (157149.180000 sec): 3 clusters
  Score: Raw -292295.295416 + Penalty 2587.898277 = -289707.397139
  nChanged 126
		SP:Iteration 3Q (157149.370000 sec): 3 clusters
  Score: Raw -292358.420033 + Penalty 2587.898277 = -289770.521756
  nChanged 96
		SP:Iteration 4Q (157149.540000 sec): 3 clusters
  Score: Raw -292409.756135 + Penalty 2587.898277 = -289821.857858
  nChanged 67
		SP:Iteration 5Q (157149.760000 sec): 3 clusters
  Score: Raw -292438.891701 + Penalty 2587.898277 = -289850.993424
  nChanged 55
		SP:Iteration 6Q (157149.900000 sec): 3 clusters
  Score: Raw -292461.328340 + Penalty 2587.898277 = -289873.430062
  nChanged 54
		SP:Iteration 7Q (157150.050000 sec): 3 clusters
  Score: Raw -292488.560215 + Penalty 2587.898277 = -289900.661937
  nChanged 48
		SP:Iteration 8Q (157150.240000 sec): 3 clusters
  Score: Raw -292517.553568 + Penalty 2587.898277 = -289929.655290
  nChanged 52
		SP:Iteration 9Q (157150.440000 sec): 3 clusters
  Score: Raw -292543.432545 + Penalty 2587.898277 = -289955.534268
  nChanged 53
		SP:Iteration 10Q (157150.610000 sec): 3 clusters
  Score: Raw -292568.303725 + Penalty 2587.898277 = -289980.405448
  nChanged 49
		SP:Iteration 11Q (157150.800000 sec): 3 clusters
  Score: Raw -292592.039711 + Penalty 2587.898277 = -290004.141434
  nChanged 41
		SP:Iteration 12Q (157151.020000 sec): 3 clusters
  Score: Raw -292610.389025 + Penalty 2587.898277 = -290022.490748
  nChanged 43
		SP:Iteration 13Q (157151.140000 sec): 3 clusters
  Score: Raw -292628.268681 + Penalty 2587.898277 = -290040.370404
  nChanged 36
		SP:Iteration 14Q (157151.270000 sec): 3 clusters
  Score: Raw -292644.849825 + Penalty 2587.898277 = -290056.951547
  nChanged 36
		SP:Iteration 15Q (157151.400000 sec): 3 clusters
  Score: Raw -292665.339117 + Penalty 2587.898277 = -290077.440840
  nChanged 38
		SP:Iteration 16Q (157151.520000 sec): 3 clusters
  Score: Raw -292688.653213 + Penalty 2587.898277 = -290100.754935
  nChanged 43
		SP:Iteration 17Q (157151.650000 sec): 3 clusters
  Score: Raw -292705.039056 + Penalty 2587.898277 = -290117.140779
  nChanged 27
		SP:Iteration 18Q (157151.850000 sec): 3 clusters
  Score: Raw -292718.242395 + Penalty 2587.898277 = -290130.344118
  nChanged 26
		SP:Iteration 19Q (157152.030000 sec): 3 clusters
  Score: Raw -292729.428524 + Penalty 2587.898277 = -290141.530247
  nChanged 25
		SP:Iteration 20F (157152.170000 sec): 3 clusters
  Score: Raw -292741.291489 + Penalty 2587.898277 = -290153.393211
  nChanged 27
		SP:Iteration 21Q (157152.350000 sec): 3 clusters
  Score: Raw -292753.798060 + Penalty 2587.898277 = -290165.899783
  nChanged 24
		SP:Iteration 22Q (157152.480000 sec): 3 clusters
  Score: Raw -292766.586832 + Penalty 2587.898277 = -290178.688555
  nChanged 22
		SP:Iteration 23Q (157152.600000 sec): 3 clusters
  Score: Raw -292780.062727 + Penalty 2587.898277 = -290192.164449
  nChanged 33
		SP:Iteration 24Q (157152.730000 sec): 3 clusters
  Score: Raw -292796.655173 + Penalty 2587.898277 = -290208.756896
  nChanged 29
		SP:Iteration 25Q (157152.860000 sec): 3 clusters
  Score: Raw -292810.366517 + Penalty 2587.898277 = -290222.468239
  nChanged 23
		SP:Iteration 26Q (157152.990000 sec): 3 clusters
  Score: Raw -292820.405861 + Penalty 2587.898277 = -290232.507583
  nChanged 19
		SP:Iteration 27Q (157153.120000 sec): 3 clusters
  Score: Raw -292831.421065 + Penalty 2587.898277 = -290243.522787
  nChanged 27
		SP:Iteration 28Q (157153.240000 sec): 3 clusters
  Score: Raw -292842.759291 + Penalty 2587.898277 = -290254.861013
  nChanged 19
		SP:Iteration 29Q (157153.370000 sec): 3 clusters
  Score: Raw -292851.551890 + Penalty 2587.898277 = -290263.653613
  nChanged 17
		SP:Iteration 30Q (157153.540000 sec): 3 clusters
  Score: Raw -292858.963960 + Penalty 2587.898277 = -290271.065683
  nChanged 14
		SP:Iteration 31Q (157153.740000 sec): 3 clusters
  Score: Raw -292864.739172 + Penalty 2587.898277 = -290276.840894
  nChanged 14
		SP:Iteration 32Q (157153.910000 sec): 3 clusters
  Score: Raw -292870.598433 + Penalty 2587.898277 = -290282.700155
  nChanged 12
		SP:Iteration 33Q (157154.040000 sec): 3 clusters
  Score: Raw -292875.853909 + Penalty 2587.898277 = -290287.955632
  nChanged 10
		SP:Iteration 34Q (157154.150000 sec): 3 clusters
  Score: Raw -292881.197244 + Penalty 2587.898277 = -290293.298967
  nChanged 12
		SP:Iteration 35Q (157154.280000 sec): 3 clusters
  Score: Raw -292885.644497 + Penalty 2587.898277 = -290297.746220
  nChanged 9
		SP:Iteration 36Q (157154.410000 sec): 3 clusters
  Score: Raw -292889.298480 + Penalty 2587.898277 = -290301.400202
  nChanged 7
		SP:Iteration 37Q (157154.530000 sec): 3 clusters
  Score: Raw -292893.007293 + Penalty 2587.898277 = -290305.109016
  nChanged 9
		SP:Iteration 38Q (157154.660000 sec): 3 clusters
  Score: Raw -292895.612302 + Penalty 2587.898277 = -290307.714024
  nChanged 10
		SP:Iteration 39Q (157154.790000 sec): 3 clusters
  Score: Raw -292898.479556 + Penalty 2587.898277 = -290310.581279
  nChanged 9
		SP:Iteration 40F (157154.920000 sec): 3 clusters
  Score: Raw -292901.646971 + Penalty 2587.898277 = -290313.748694
  nChanged 9
		SP:Iteration 41Q (157155.040000 sec): 3 clusters
  Score: Raw -292905.032805 + Penalty 2587.898277 = -290317.134528
  nChanged 9
		SP:Iteration 42Q (157155.200000 sec): 3 clusters
  Score: Raw -292907.784256 + Penalty 2587.898277 = -290319.885979
  nChanged 8
		SP:Iteration 43Q (157155.380000 sec): 3 clusters
  Score: Raw -292909.612040 + Penalty 2587.898277 = -290321.713763
  nChanged 3
		SP:Iteration 44Q (157155.570000 sec): 3 clusters
  Score: Raw -292910.591571 + Penalty 2587.898277 = -290322.693293
  nChanged 3
		SP:Iteration 45Q (157155.730000 sec): 3 clusters
  Score: Raw -292911.820744 + Penalty 2587.898277 = -290323.922467
  nChanged 2
		SP:Iteration 46Q (157155.890000 sec): 3 clusters
  Score: Raw -292912.487886 + Penalty 2587.898277 = -290324.589608
  nChanged 3
		SP:Iteration 47Q (157156.060000 sec): 3 clusters
  Score: Raw -292913.551099 + Penalty 2587.898277 = -290325.652821
  nChanged 0
		SP:Iteration 48F (157156.220000 sec): 3 clusters
  Score: Raw -292913.551099 + Penalty 2587.898277 = -290325.652821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157156.350000 sec): 2 clusters
  Score: Raw -662413.313854 + Penalty 1441.665220 = -660971.648634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157156.550000 sec): 3 clusters
  Score: Raw -658527.691587 + Penalty 2883.330440 = -655644.361147
  nChanged 2968
		SP:Iteration 1F (157156.710000 sec): 3 clusters
  Score: Raw -660289.304596 + Penalty 2883.330440 = -657405.974156
  nChanged 577
		SP:Iteration 2F (157156.870000 sec): 3 clusters
  Score: Raw -660647.406337 + Penalty 2883.330440 = -657764.075897
  nChanged 473
		SP:Iteration 3F (157157.050000 sec): 3 clusters
  Score: Raw -660943.393943 + Penalty 2883.330440 = -658060.063503
  nChanged 421
		SP:Iteration 4F (157157.210000 sec): 3 clusters
  Score: Raw -661214.707788 + Penalty 2883.330440 = -658331.377348
  nChanged 375
		SP:Iteration 5F (157157.370000 sec): 3 clusters
  Score: Raw -661441.000499 + Penalty 2883.330440 = -658557.670059
  nChanged 316
		SP:Iteration 6Q (157157.530000 sec): 3 clusters
  Score: Raw -661609.733138 + Penalty 2883.330440 = -658726.402698
  nChanged 294
		SP:Iteration 7Q (157157.770000 sec): 3 clusters
  Score: Raw -661775.349077 + Penalty 2883.330440 = -658892.018637
  nChanged 248
		SP:Iteration 8Q (157157.910000 sec): 3 clusters
  Score: Raw -661924.424633 + Penalty 2883.330440 = -659041.094193
  nChanged 205
		SP:Iteration 9Q (157158.070000 sec): 3 clusters
  Score: Raw -662057.100492 + Penalty 2883.330440 = -659173.770052
  nChanged 194
		SP:Iteration 10Q (157158.260000 sec): 3 clusters
  Score: Raw -662180.338453 + Penalty 2883.330440 = -659297.008013
  nChanged 169
		SP:Iteration 11Q (157158.430000 sec): 3 clusters
  Score: Raw -662272.885833 + Penalty 2883.330440 = -659389.555393
  nChanged 153
		SP:Iteration 12Q (157158.650000 sec): 3 clusters
  Score: Raw -662346.610863 + Penalty 2883.330440 = -659463.280423
  nChanged 115
		SP:Iteration 13Q (157158.830000 sec): 3 clusters
  Score: Raw -662394.994632 + Penalty 2883.330440 = -659511.664192
  nChanged 105
		SP:Iteration 14Q (157159.050000 sec): 3 clusters
  Score: Raw -662440.291009 + Penalty 2883.330440 = -659556.960569
  nChanged 110
		SP:Iteration 15Q (157159.250000 sec): 3 clusters
  Score: Raw -662490.589920 + Penalty 2883.330440 = -659607.259480
  nChanged 99
		SP:Iteration 16Q (157159.490000 sec): 3 clusters
  Score: Raw -662535.263117 + Penalty 2883.330440 = -659651.932677
  nChanged 94
		SP:Iteration 17Q (157159.670000 sec): 3 clusters
  Score: Raw -662583.840544 + Penalty 2883.330440 = -659700.510104
  nChanged 86
		SP:Iteration 18Q (157159.840000 sec): 3 clusters
  Score: Raw -662629.902961 + Penalty 2883.330440 = -659746.572521
  nChanged 92
		SP:Iteration 19Q (157160.000000 sec): 3 clusters
  Score: Raw -662679.105871 + Penalty 2883.330440 = -659795.775431
  nChanged 86
		SP:Iteration 20F (157160.170000 sec): 3 clusters
  Score: Raw -662717.319316 + Penalty 2883.330440 = -659833.988876
  nChanged 63
		SP:Iteration 21Q (157160.380000 sec): 3 clusters
  Score: Raw -662744.161923 + Penalty 2883.330440 = -659860.831483
  nChanged 55
		SP:Iteration 22Q (157160.600000 sec): 3 clusters
  Score: Raw -662761.505447 + Penalty 2883.330440 = -659878.175007
  nChanged 49
		SP:Iteration 23Q (157160.800000 sec): 3 clusters
  Score: Raw -662778.125212 + Penalty 2883.330440 = -659894.794772
  nChanged 52
		SP:Iteration 24Q (157160.980000 sec): 3 clusters
  Score: Raw -662797.349967 + Penalty 2883.330440 = -659914.019527
  nChanged 50
		SP:Iteration 25Q (157161.180000 sec): 3 clusters
  Score: Raw -662812.330655 + Penalty 2883.330440 = -659929.000215
  nChanged 46
		SP:Iteration 26Q (157161.350000 sec): 3 clusters
  Score: Raw -662825.635574 + Penalty 2883.330440 = -659942.305134
  nChanged 35
		SP:Iteration 27Q (157161.530000 sec): 3 clusters
  Score: Raw -662835.976259 + Penalty 2883.330440 = -659952.645819
  nChanged 32
		SP:Iteration 28Q (157161.720000 sec): 3 clusters
  Score: Raw -662844.163282 + Penalty 2883.330440 = -659960.832842
  nChanged 37
		SP:Iteration 29Q (157161.920000 sec): 3 clusters
  Score: Raw -662855.454594 + Penalty 2883.330440 = -659972.124154
  nChanged 32
		SP:Iteration 30Q (157162.060000 sec): 3 clusters
  Score: Raw -662865.863195 + Penalty 2883.330440 = -659982.532755
  nChanged 32
		SP:Iteration 31Q (157162.220000 sec): 3 clusters
  Score: Raw -662875.447680 + Penalty 2883.330440 = -659992.117240
  nChanged 26
		SP:Iteration 32Q (157162.420000 sec): 3 clusters
  Score: Raw -662883.480523 + Penalty 2883.330440 = -660000.150083
  nChanged 34
		SP:Iteration 33Q (157162.600000 sec): 3 clusters
  Score: Raw -662893.610654 + Penalty 2883.330440 = -660010.280214
  nChanged 41
		SP:Iteration 34Q (157162.750000 sec): 3 clusters
  Score: Raw -662908.513085 + Penalty 2883.330440 = -660025.182645
  nChanged 35
		SP:Iteration 35Q (157162.910000 sec): 3 clusters
  Score: Raw -662917.439326 + Penalty 2883.330440 = -660034.108886
  nChanged 27
		SP:Iteration 36Q (157163.070000 sec): 3 clusters
  Score: Raw -662924.792501 + Penalty 2883.330440 = -660041.462061
  nChanged 28
		SP:Iteration 37Q (157163.230000 sec): 3 clusters
  Score: Raw -662932.296106 + Penalty 2883.330440 = -660048.965666
  nChanged 27
		SP:Iteration 38Q (157163.390000 sec): 3 clusters
  Score: Raw -662939.834575 + Penalty 2883.330440 = -660056.504135
  nChanged 21
		SP:Iteration 39Q (157163.580000 sec): 3 clusters
  Score: Raw -662946.796419 + Penalty 2883.330440 = -660063.465979
  nChanged 22
		SP:Iteration 40F (157163.730000 sec): 3 clusters
  Score: Raw -662952.349508 + Penalty 2883.330440 = -660069.019068
  nChanged 18
		SP:Iteration 41Q (157163.910000 sec): 3 clusters
  Score: Raw -662956.906623 + Penalty 2883.330440 = -660073.576183
  nChanged 15
		SP:Iteration 42Q (157164.110000 sec): 3 clusters
  Score: Raw -662960.711025 + Penalty 2883.330440 = -660077.380585
  nChanged 13
		SP:Iteration 43Q (157164.370000 sec): 3 clusters
  Score: Raw -662963.859015 + Penalty 2883.330440 = -660080.528575
  nChanged 12
		SP:Iteration 44Q (157164.610000 sec): 3 clusters
  Score: Raw -662966.174157 + Penalty 2883.330440 = -660082.843717
  nChanged 9
		SP:Iteration 45Q (157164.850000 sec): 3 clusters
  Score: Raw -662968.631572 + Penalty 2883.330440 = -660085.301132
  nChanged 9
		SP:Iteration 46Q (157165.070000 sec): 3 clusters
  Score: Raw -662970.193199 + Penalty 2883.330440 = -660086.862760
  nChanged 10
		SP:Iteration 47Q (157165.290000 sec): 3 clusters
  Score: Raw -662972.090319 + Penalty 2883.330440 = -660088.759879
  nChanged 7
		SP:Iteration 48Q (157165.490000 sec): 3 clusters
  Score: Raw -662973.283793 + Penalty 2883.330440 = -660089.953353
  nChanged 5
		SP:Iteration 49Q (157165.620000 sec): 3 clusters
  Score: Raw -662974.015317 + Penalty 2883.330440 = -660090.684877
  nChanged 2
		SP:Iteration 50Q (157165.790000 sec): 3 clusters
  Score: Raw -662974.441384 + Penalty 2883.330440 = -660091.110944
  nChanged 4
		SP:Iteration 51Q (157165.950000 sec): 3 clusters
  Score: Raw -662975.240762 + Penalty 2883.330440 = -660091.910322
  nChanged 6
		SP:Iteration 52Q (157166.120000 sec): 3 clusters
  Score: Raw -662976.387404 + Penalty 2883.330440 = -660093.056964
  nChanged 8
		SP:Iteration 53Q (157166.330000 sec): 3 clusters
  Score: Raw -662977.997694 + Penalty 2883.330440 = -660094.667254
  nChanged 4
		SP:Iteration 54Q (157166.490000 sec): 3 clusters
  Score: Raw -662978.793978 + Penalty 2883.330440 = -660095.463539
  nChanged 4
		SP:Iteration 55Q (157166.720000 sec): 3 clusters
  Score: Raw -662979.490169 + Penalty 2883.330440 = -660096.159729
  nChanged 2
		SP:Iteration 56Q (157166.870000 sec): 3 clusters
  Score: Raw -662979.631163 + Penalty 2883.330440 = -660096.300723
  nChanged 1
		SP:Iteration 57Q (157167.090000 sec): 3 clusters
  Score: Raw -662979.818131 + Penalty 2883.330440 = -660096.487691
  nChanged 1
		SP:Iteration 58Q (157167.280000 sec): 3 clusters
  Score: Raw -662979.920972 + Penalty 2883.330440 = -660096.590532
  nChanged 2
		SP:Iteration 59Q (157167.510000 sec): 3 clusters
  Score: Raw -662980.108660 + Penalty 2883.330440 = -660096.778220
  nChanged 2
		SP:Iteration 60F (157167.670000 sec): 3 clusters
  Score: Raw -662980.266714 + Penalty 2883.330440 = -660096.936274
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157167.800000 sec): 2 clusters
  Score: Raw -160507.937278 + Penalty 1189.370400 = -159318.566879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157167.970000 sec): 3 clusters
  Score: Raw -159923.626821 + Penalty 2378.740799 = -157544.886021
  nChanged 488
		SP:Iteration 1F (157168.120000 sec): 3 clusters
  Score: Raw -160238.202060 + Penalty 2378.740799 = -157859.461261
  nChanged 109
		SP:Iteration 2F (157168.270000 sec): 3 clusters
  Score: Raw -160320.422192 + Penalty 2378.740799 = -157941.681393
  nChanged 77
		SP:Iteration 3F (157168.410000 sec): 3 clusters
  Score: Raw -160380.541191 + Penalty 2378.740799 = -158001.800391
  nChanged 45
		SP:Iteration 4Q (157168.550000 sec): 3 clusters
  Score: Raw -160418.432407 + Penalty 2378.740799 = -158039.691607
  nChanged 36
		SP:Iteration 5Q (157168.700000 sec): 3 clusters
  Score: Raw -160443.934043 + Penalty 2378.740799 = -158065.193244
  nChanged 24
		SP:Iteration 6Q (157168.840000 sec): 3 clusters
  Score: Raw -160463.117809 + Penalty 2378.740799 = -158084.377010
  nChanged 26
		SP:Iteration 7Q (157168.990000 sec): 3 clusters
  Score: Raw -160478.768852 + Penalty 2378.740799 = -158100.028053
  nChanged 20
		SP:Iteration 8Q (157169.130000 sec): 3 clusters
  Score: Raw -160491.879659 + Penalty 2378.740799 = -158113.138860
  nChanged 14
		SP:Iteration 9Q (157169.310000 sec): 3 clusters
  Score: Raw -160500.284963 + Penalty 2378.740799 = -158121.544164
  nChanged 12
		SP:Iteration 10Q (157169.510000 sec): 3 clusters
  Score: Raw -160508.016919 + Penalty 2378.740799 = -158129.276120
  nChanged 12
		SP:Iteration 11Q (157169.660000 sec): 3 clusters
  Score: Raw -160512.725266 + Penalty 2378.740799 = -158133.984467
  nChanged 8
		SP:Iteration 12Q (157169.790000 sec): 3 clusters
  Score: Raw -160516.616031 + Penalty 2378.740799 = -158137.875232
  nChanged 5
		SP:Iteration 13Q (157169.930000 sec): 3 clusters
  Score: Raw -160518.659118 + Penalty 2378.740799 = -158139.918319
  nChanged 6
		SP:Iteration 14Q (157170.080000 sec): 3 clusters
  Score: Raw -160520.886459 + Penalty 2378.740799 = -158142.145660
  nChanged 3
		SP:Iteration 15Q (157170.220000 sec): 3 clusters
  Score: Raw -160521.876056 + Penalty 2378.740799 = -158143.135257
  nChanged 2
		SP:Iteration 16Q (157170.360000 sec): 3 clusters
  Score: Raw -160522.889325 + Penalty 2378.740799 = -158144.148526
  nChanged 3
		SP:Iteration 17Q (157170.510000 sec): 3 clusters
  Score: Raw -160524.695959 + Penalty 2378.740799 = -158145.955160
  nChanged 1
		SP:Iteration 18Q (157170.650000 sec): 3 clusters
  Score: Raw -160526.100974 + Penalty 2378.740799 = -158147.360174
  nChanged 4
		SP:Iteration 19Q (157170.800000 sec): 3 clusters
  Score: Raw -160528.299622 + Penalty 2378.740799 = -158149.558823
  nChanged 5
		SP:Iteration 20F (157170.950000 sec): 3 clusters
  Score: Raw -160529.808262 + Penalty 2378.740799 = -158151.067463
  nChanged 4
		SP:Iteration 21Q (157171.150000 sec): 3 clusters
  Score: Raw -160531.972899 + Penalty 2378.740799 = -158153.232100
  nChanged 4
		SP:Iteration 22Q (157171.320000 sec): 3 clusters
  Score: Raw -160533.020418 + Penalty 2378.740799 = -158154.279619
  nChanged 1
		SP:Iteration 23Q (157171.460000 sec): 3 clusters
  Score: Raw -160533.340214 + Penalty 2378.740799 = -158154.599415
  nChanged 2
		SP:Iteration 24Q (157171.600000 sec): 3 clusters
  Score: Raw -160534.058982 + Penalty 2378.740799 = -158155.318183
  nChanged 0
		SP:Iteration 25F (157171.740000 sec): 3 clusters
  Score: Raw -160534.058982 + Penalty 2378.740799 = -158155.318183
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157171.840000 sec): 2 clusters
  Score: Raw -228051.197525 + Penalty 1256.224786 = -226794.972739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157172.020000 sec): 3 clusters
  Score: Raw -227045.134883 + Penalty 2512.449571 = -224532.685312
  nChanged 848
		SP:Iteration 1F (157172.160000 sec): 3 clusters
  Score: Raw -227599.262108 + Penalty 2512.449571 = -225086.812536
  nChanged 187
		SP:Iteration 2F (157172.300000 sec): 3 clusters
  Score: Raw -227732.244094 + Penalty 2512.449571 = -225219.794522
  nChanged 111
		SP:Iteration 3Q (157172.440000 sec): 3 clusters
  Score: Raw -227814.627353 + Penalty 2512.449571 = -225302.177782
  nChanged 87
		SP:Iteration 4Q (157172.580000 sec): 3 clusters
  Score: Raw -227877.849659 + Penalty 2512.449571 = -225365.400088
  nChanged 62
		SP:Iteration 5Q (157172.790000 sec): 3 clusters
  Score: Raw -227916.022076 + Penalty 2512.449571 = -225403.572504
  nChanged 68
		SP:Iteration 6Q (157172.960000 sec): 3 clusters
  Score: Raw -227955.483572 + Penalty 2512.449571 = -225443.034000
  nChanged 56
		SP:Iteration 7Q (157173.160000 sec): 3 clusters
  Score: Raw -227982.874797 + Penalty 2512.449571 = -225470.425226
  nChanged 37
		SP:Iteration 8Q (157173.270000 sec): 3 clusters
  Score: Raw -228007.744897 + Penalty 2512.449571 = -225495.295326
  nChanged 38
		SP:Iteration 9Q (157173.410000 sec): 3 clusters
  Score: Raw -228029.172250 + Penalty 2512.449571 = -225516.722679
  nChanged 26
		SP:Iteration 10Q (157173.620000 sec): 3 clusters
  Score: Raw -228040.256744 + Penalty 2512.449571 = -225527.807173
  nChanged 17
		SP:Iteration 11Q (157173.760000 sec): 3 clusters
  Score: Raw -228048.143876 + Penalty 2512.449571 = -225535.694304
  nChanged 14
		SP:Iteration 12Q (157173.990000 sec): 3 clusters
  Score: Raw -228055.131989 + Penalty 2512.449571 = -225542.682418
  nChanged 11
		SP:Iteration 13Q (157174.150000 sec): 3 clusters
  Score: Raw -228059.683340 + Penalty 2512.449571 = -225547.233768
  nChanged 9
		SP:Iteration 14Q (157174.300000 sec): 3 clusters
  Score: Raw -228064.336927 + Penalty 2512.449571 = -225551.887356
  nChanged 11
		SP:Iteration 15Q (157174.480000 sec): 3 clusters
  Score: Raw -228069.789982 + Penalty 2512.449571 = -225557.340411
  nChanged 12
		SP:Iteration 16Q (157174.650000 sec): 3 clusters
  Score: Raw -228075.588814 + Penalty 2512.449571 = -225563.139243
  nChanged 11
		SP:Iteration 17Q (157174.800000 sec): 3 clusters
  Score: Raw -228081.457829 + Penalty 2512.449571 = -225569.008257
  nChanged 5
		SP:Iteration 18Q (157174.980000 sec): 3 clusters
  Score: Raw -228083.238425 + Penalty 2512.449571 = -225570.788854
  nChanged 4
		SP:Iteration 19Q (157175.130000 sec): 3 clusters
  Score: Raw -228084.699832 + Penalty 2512.449571 = -225572.250260
  nChanged 2
		SP:Iteration 20F (157175.260000 sec): 3 clusters
  Score: Raw -228086.080901 + Penalty 2512.449571 = -225573.631329
  nChanged 2
		SP:Iteration 21Q (157175.400000 sec): 3 clusters
  Score: Raw -228086.985913 + Penalty 2512.449571 = -225574.536342
  nChanged 1
		SP:Iteration 22Q (157175.550000 sec): 3 clusters
  Score: Raw -228087.382278 + Penalty 2512.449571 = -225574.932706
  nChanged 1
		SP:Iteration 23Q (157175.690000 sec): 3 clusters
  Score: Raw -228088.227726 + Penalty 2512.449571 = -225575.778155
  nChanged 0
		SP:Iteration 24F (157175.830000 sec): 3 clusters
  Score: Raw -228088.227726 + Penalty 2512.449571 = -225575.778155
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157175.930000 sec): 2 clusters
  Score: Raw -715958.871152 + Penalty 1429.035898 = -714529.835254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157176.100000 sec): 3 clusters
  Score: Raw -712357.639769 + Penalty 2858.071796 = -709499.567973
  nChanged 2755
		SP:Iteration 1F (157176.260000 sec): 3 clusters
  Score: Raw -713914.998451 + Penalty 2858.071796 = -711056.926655
  nChanged 475
		SP:Iteration 2F (157176.440000 sec): 3 clusters
  Score: Raw -714183.828912 + Penalty 2858.071796 = -711325.757116
  nChanged 381
		SP:Iteration 3F (157176.680000 sec): 3 clusters
  Score: Raw -714369.932458 + Penalty 2858.071796 = -711511.860662
  nChanged 312
		SP:Iteration 4Q (157176.830000 sec): 3 clusters
  Score: Raw -714518.513787 + Penalty 2858.071796 = -711660.441990
  nChanged 257
		SP:Iteration 5Q (157177.010000 sec): 3 clusters
  Score: Raw -714635.350019 + Penalty 2858.071796 = -711777.278223
  nChanged 224
		SP:Iteration 6Q (157177.180000 sec): 3 clusters
  Score: Raw -714739.818563 + Penalty 2858.071796 = -711881.746767
  nChanged 227
		SP:Iteration 7Q (157177.340000 sec): 3 clusters
  Score: Raw -714846.546466 + Penalty 2858.071796 = -711988.474670
  nChanged 211
		SP:Iteration 8Q (157177.520000 sec): 3 clusters
  Score: Raw -714947.807571 + Penalty 2858.071796 = -712089.735775
  nChanged 213
		SP:Iteration 9Q (157177.670000 sec): 3 clusters
  Score: Raw -715060.646406 + Penalty 2858.071796 = -712202.574610
  nChanged 233
		SP:Iteration 10Q (157177.880000 sec): 3 clusters
  Score: Raw -715197.872179 + Penalty 2858.071796 = -712339.800383
  nChanged 232
		SP:Iteration 11Q (157178.100000 sec): 3 clusters
  Score: Raw -715336.075383 + Penalty 2858.071796 = -712478.003586
  nChanged 205
		SP:Iteration 12Q (157178.280000 sec): 3 clusters
  Score: Raw -715468.305611 + Penalty 2858.071796 = -712610.233815
  nChanged 199
		SP:Iteration 13Q (157178.410000 sec): 3 clusters
  Score: Raw -715607.184068 + Penalty 2858.071796 = -712749.112272
  nChanged 185
		SP:Iteration 14Q (157178.570000 sec): 3 clusters
  Score: Raw -715733.539282 + Penalty 2858.071796 = -712875.467486
  nChanged 151
		SP:Iteration 15Q (157178.740000 sec): 3 clusters
  Score: Raw -715826.569539 + Penalty 2858.071796 = -712968.497743
  nChanged 124
		SP:Iteration 16Q (157178.900000 sec): 3 clusters
  Score: Raw -715907.626456 + Penalty 2858.071796 = -713049.554659
  nChanged 97
		SP:Iteration 17Q (157179.070000 sec): 3 clusters
  Score: Raw -715973.278342 + Penalty 2858.071796 = -713115.206546
  nChanged 91
		SP:Iteration 18Q (157179.240000 sec): 3 clusters
  Score: Raw -716018.284459 + Penalty 2858.071796 = -713160.212663
  nChanged 71
		SP:Iteration 19Q (157179.400000 sec): 3 clusters
  Score: Raw -716053.234680 + Penalty 2858.071796 = -713195.162884
  nChanged 51
		SP:Iteration 20F (157179.560000 sec): 3 clusters
  Score: Raw -716080.058728 + Penalty 2858.071796 = -713221.986931
  nChanged 49
		SP:Iteration 21Q (157179.790000 sec): 3 clusters
  Score: Raw -716105.654435 + Penalty 2858.071796 = -713247.582639
  nChanged 52
		SP:Iteration 22Q (157179.990000 sec): 3 clusters
  Score: Raw -716135.208732 + Penalty 2858.071796 = -713277.136936
  nChanged 39
		SP:Iteration 23Q (157180.170000 sec): 3 clusters
  Score: Raw -716155.095751 + Penalty 2858.071796 = -713297.023955
  nChanged 24
		SP:Iteration 24Q (157180.380000 sec): 3 clusters
  Score: Raw -716169.318935 + Penalty 2858.071796 = -713311.247139
  nChanged 33
		SP:Iteration 25Q (157180.580000 sec): 3 clusters
  Score: Raw -716186.286286 + Penalty 2858.071796 = -713328.214490
  nChanged 22
		SP:Iteration 26Q (157180.770000 sec): 3 clusters
  Score: Raw -716197.089522 + Penalty 2858.071796 = -713339.017726
  nChanged 19
		SP:Iteration 27Q (157180.970000 sec): 3 clusters
  Score: Raw -716206.705821 + Penalty 2858.071796 = -713348.634025
  nChanged 17
		SP:Iteration 28Q (157181.170000 sec): 3 clusters
  Score: Raw -716215.396971 + Penalty 2858.071796 = -713357.325174
  nChanged 11
		SP:Iteration 29Q (157181.400000 sec): 3 clusters
  Score: Raw -716220.303534 + Penalty 2858.071796 = -713362.231738
  nChanged 12
		SP:Iteration 30Q (157181.550000 sec): 3 clusters
  Score: Raw -716228.230638 + Penalty 2858.071796 = -713370.158842
  nChanged 13
		SP:Iteration 31Q (157181.710000 sec): 3 clusters
  Score: Raw -716234.580384 + Penalty 2858.071796 = -713376.508588
  nChanged 9
		SP:Iteration 32Q (157181.870000 sec): 3 clusters
  Score: Raw -716238.065197 + Penalty 2858.071796 = -713379.993400
  nChanged 5
		SP:Iteration 33Q (157182.040000 sec): 3 clusters
  Score: Raw -716240.356487 + Penalty 2858.071796 = -713382.284691
  nChanged 3
		SP:Iteration 34Q (157182.270000 sec): 3 clusters
  Score: Raw -716241.726323 + Penalty 2858.071796 = -713383.654527
  nChanged 2
		SP:Iteration 35Q (157182.430000 sec): 3 clusters
  Score: Raw -716242.581602 + Penalty 2858.071796 = -713384.509806
  nChanged 2
		SP:Iteration 36Q (157182.590000 sec): 3 clusters
  Score: Raw -716243.409107 + Penalty 2858.071796 = -713385.337311
  nChanged 3
		SP:Iteration 37Q (157182.750000 sec): 3 clusters
  Score: Raw -716245.829917 + Penalty 2858.071796 = -713387.758121
  nChanged 6
		SP:Iteration 38Q (157182.970000 sec): 3 clusters
  Score: Raw -716248.765894 + Penalty 2858.071796 = -713390.694098
  nChanged 7
		SP:Iteration 39Q (157183.130000 sec): 3 clusters
  Score: Raw -716251.815126 + Penalty 2858.071796 = -713393.743330
  nChanged 5
		SP:Iteration 40F (157183.350000 sec): 3 clusters
  Score: Raw -716254.367444 + Penalty 2858.071796 = -713396.295647
  nChanged 4
		SP:Iteration 41Q (157183.480000 sec): 3 clusters
  Score: Raw -716256.196386 + Penalty 2858.071796 = -713398.124590
  nChanged 5
		SP:Iteration 42Q (157183.650000 sec): 3 clusters
  Score: Raw -716258.651584 + Penalty 2858.071796 = -713400.579788
  nChanged 3
		SP:Iteration 43Q (157183.800000 sec): 3 clusters
  Score: Raw -716260.117692 + Penalty 2858.071796 = -713402.045896
  nChanged 2
		SP:Iteration 44Q (157183.950000 sec): 3 clusters
  Score: Raw -716261.180584 + Penalty 2858.071796 = -713403.108788
  nChanged 1
		SP:Iteration 45Q (157184.140000 sec): 3 clusters
  Score: Raw -716261.754773 + Penalty 2858.071796 = -713403.682977
  nChanged 0
		SP:Iteration 46F (157184.300000 sec): 3 clusters
  Score: Raw -716261.754773 + Penalty 2858.071796 = -713403.682977
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157184.410000 sec): 2 clusters
  Score: Raw -571990.103946 + Penalty 1415.957076 = -570574.146871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157184.620000 sec): 3 clusters
  Score: Raw -568731.350911 + Penalty 2831.914152 = -565899.436759
  nChanged 2511
		SP:Iteration 1F (157184.750000 sec): 3 clusters
  Score: Raw -570182.857713 + Penalty 2831.914152 = -567350.943561
  nChanged 477
		SP:Iteration 2F (157184.930000 sec): 3 clusters
  Score: Raw -570477.910712 + Penalty 2831.914152 = -567645.996560
  nChanged 393
		SP:Iteration 3F (157185.090000 sec): 3 clusters
  Score: Raw -570738.622342 + Penalty 2831.914152 = -567906.708190
  nChanged 336
		SP:Iteration 4F (157185.340000 sec): 3 clusters
  Score: Raw -570947.048064 + Penalty 2831.914152 = -568115.133912
  nChanged 296
		SP:Iteration 5Q (157185.560000 sec): 3 clusters
  Score: Raw -571134.956043 + Penalty 2831.914152 = -568303.041891
  nChanged 255
		SP:Iteration 6Q (157185.730000 sec): 3 clusters
  Score: Raw -571294.764322 + Penalty 2831.914152 = -568462.850170
  nChanged 224
		SP:Iteration 7Q (157185.970000 sec): 3 clusters
  Score: Raw -571414.042871 + Penalty 2831.914152 = -568582.128720
  nChanged 178
		SP:Iteration 8Q (157186.170000 sec): 3 clusters
  Score: Raw -571500.930276 + Penalty 2831.914152 = -568669.016125
  nChanged 145
		SP:Iteration 9Q (157186.370000 sec): 3 clusters
  Score: Raw -571564.169737 + Penalty 2831.914152 = -568732.255585
  nChanged 120
		SP:Iteration 10Q (157186.550000 sec): 3 clusters
  Score: Raw -571607.746887 + Penalty 2831.914152 = -568775.832736
  nChanged 105
		SP:Iteration 11Q (157186.710000 sec): 3 clusters
  Score: Raw -571644.679913 + Penalty 2831.914152 = -568812.765761
  nChanged 88
		SP:Iteration 12Q (157186.880000 sec): 3 clusters
  Score: Raw -571673.729326 + Penalty 2831.914152 = -568841.815174
  nChanged 77
		SP:Iteration 13Q (157187.030000 sec): 3 clusters
  Score: Raw -571697.312083 + Penalty 2831.914152 = -568865.397931
  nChanged 60
		SP:Iteration 14Q (157187.200000 sec): 3 clusters
  Score: Raw -571714.379336 + Penalty 2831.914152 = -568882.465185
  nChanged 50
		SP:Iteration 15Q (157187.360000 sec): 3 clusters
  Score: Raw -571730.625979 + Penalty 2831.914152 = -568898.711828
  nChanged 60
		SP:Iteration 16Q (157187.530000 sec): 3 clusters
  Score: Raw -571749.055905 + Penalty 2831.914152 = -568917.141753
  nChanged 48
		SP:Iteration 17Q (157187.680000 sec): 3 clusters
  Score: Raw -571762.194967 + Penalty 2831.914152 = -568930.280816
  nChanged 40
		SP:Iteration 18Q (157187.800000 sec): 3 clusters
  Score: Raw -571770.731591 + Penalty 2831.914152 = -568938.817439
  nChanged 32
		SP:Iteration 19Q (157187.970000 sec): 3 clusters
  Score: Raw -571778.038328 + Penalty 2831.914152 = -568946.124176
  nChanged 29
		SP:Iteration 20F (157188.150000 sec): 3 clusters
  Score: Raw -571783.631630 + Penalty 2831.914152 = -568951.717478
  nChanged 30
		SP:Iteration 21Q (157188.330000 sec): 3 clusters
  Score: Raw -571789.351687 + Penalty 2831.914152 = -568957.437536
  nChanged 22
		SP:Iteration 22Q (157188.470000 sec): 3 clusters
  Score: Raw -571793.808258 + Penalty 2831.914152 = -568961.894106
  nChanged 18
		SP:Iteration 23Q (157188.630000 sec): 3 clusters
  Score: Raw -571798.202217 + Penalty 2831.914152 = -568966.288065
  nChanged 20
		SP:Iteration 24Q (157188.810000 sec): 3 clusters
  Score: Raw -571803.187103 + Penalty 2831.914152 = -568971.272951
  nChanged 15
		SP:Iteration 25Q (157188.980000 sec): 3 clusters
  Score: Raw -571806.766672 + Penalty 2831.914152 = -568974.852520
  nChanged 20
		SP:Iteration 26Q (157189.150000 sec): 3 clusters
  Score: Raw -571810.393099 + Penalty 2831.914152 = -568978.478948
  nChanged 23
		SP:Iteration 27Q (157189.320000 sec): 3 clusters
  Score: Raw -571815.626074 + Penalty 2831.914152 = -568983.711922
  nChanged 22
		SP:Iteration 28Q (157189.490000 sec): 3 clusters
  Score: Raw -571820.171223 + Penalty 2831.914152 = -568988.257071
  nChanged 16
		SP:Iteration 29Q (157189.660000 sec): 3 clusters
  Score: Raw -571824.976427 + Penalty 2831.914152 = -568993.062275
  nChanged 23
		SP:Iteration 30Q (157189.860000 sec): 3 clusters
  Score: Raw -571829.879594 + Penalty 2831.914152 = -568997.965442
  nChanged 17
		SP:Iteration 31Q (157190.030000 sec): 3 clusters
  Score: Raw -571832.553683 + Penalty 2831.914152 = -569000.639531
  nChanged 15
		SP:Iteration 32Q (157190.210000 sec): 3 clusters
  Score: Raw -571835.018071 + Penalty 2831.914152 = -569003.103919
  nChanged 19
		SP:Iteration 33Q (157190.410000 sec): 3 clusters
  Score: Raw -571839.602568 + Penalty 2831.914152 = -569007.688416
  nChanged 26
		SP:Iteration 34Q (157190.590000 sec): 3 clusters
  Score: Raw -571847.878333 + Penalty 2831.914152 = -569015.964181
  nChanged 34
		SP:Iteration 35Q (157190.760000 sec): 3 clusters
  Score: Raw -571864.013227 + Penalty 2831.914152 = -569032.099075
  nChanged 43
		SP:Iteration 36Q (157190.930000 sec): 3 clusters
  Score: Raw -571877.741866 + Penalty 2831.914152 = -569045.827714
  nChanged 38
		SP:Iteration 37Q (157191.100000 sec): 3 clusters
  Score: Raw -571889.782587 + Penalty 2831.914152 = -569057.868435
  nChanged 37
		SP:Iteration 38Q (157191.270000 sec): 3 clusters
  Score: Raw -571898.898836 + Penalty 2831.914152 = -569066.984684
  nChanged 27
		SP:Iteration 39Q (157191.460000 sec): 3 clusters
  Score: Raw -571905.059038 + Penalty 2831.914152 = -569073.144886
  nChanged 29
		SP:Iteration 40F (157191.650000 sec): 3 clusters
  Score: Raw -571913.038968 + Penalty 2831.914152 = -569081.124817
  nChanged 25
		SP:Iteration 41Q (157191.850000 sec): 3 clusters
  Score: Raw -571919.370910 + Penalty 2831.914152 = -569087.456758
  nChanged 22
		SP:Iteration 42Q (157192.020000 sec): 3 clusters
  Score: Raw -571925.070404 + Penalty 2831.914152 = -569093.156252
  nChanged 33
		SP:Iteration 43Q (157192.220000 sec): 3 clusters
  Score: Raw -571933.238293 + Penalty 2831.914152 = -569101.324141
  nChanged 26
		SP:Iteration 44Q (157192.370000 sec): 3 clusters
  Score: Raw -571939.094397 + Penalty 2831.914152 = -569107.180245
  nChanged 32
		SP:Iteration 45Q (157192.570000 sec): 3 clusters
  Score: Raw -571947.299281 + Penalty 2831.914152 = -569115.385129
  nChanged 31
		SP:Iteration 46Q (157192.790000 sec): 3 clusters
  Score: Raw -571954.532577 + Penalty 2831.914152 = -569122.618425
  nChanged 23
		SP:Iteration 47Q (157192.970000 sec): 3 clusters
  Score: Raw -571959.735707 + Penalty 2831.914152 = -569127.821555
  nChanged 24
		SP:Iteration 48Q (157193.090000 sec): 3 clusters
  Score: Raw -571964.982864 + Penalty 2831.914152 = -569133.068712
  nChanged 19
		SP:Iteration 49Q (157193.250000 sec): 3 clusters
  Score: Raw -571969.732639 + Penalty 2831.914152 = -569137.818488
  nChanged 22
		SP:Iteration 50Q (157193.470000 sec): 3 clusters
  Score: Raw -571973.826466 + Penalty 2831.914152 = -569141.912315
  nChanged 20
		SP:Iteration 51Q (157193.610000 sec): 3 clusters
  Score: Raw -571977.517766 + Penalty 2831.914152 = -569145.603615
  nChanged 23
		SP:Iteration 52Q (157193.770000 sec): 3 clusters
  Score: Raw -571982.154555 + Penalty 2831.914152 = -569150.240403
  nChanged 15
		SP:Iteration 53Q (157193.920000 sec): 3 clusters
  Score: Raw -571984.576751 + Penalty 2831.914152 = -569152.662600
  nChanged 13
		SP:Iteration 54Q (157194.120000 sec): 3 clusters
  Score: Raw -571988.584983 + Penalty 2831.914152 = -569156.670832
  nChanged 11
		SP:Iteration 55Q (157194.310000 sec): 3 clusters
  Score: Raw -571991.180523 + Penalty 2831.914152 = -569159.266372
  nChanged 12
		SP:Iteration 56Q (157194.490000 sec): 3 clusters
  Score: Raw -571994.119387 + Penalty 2831.914152 = -569162.205235
  nChanged 10
		SP:Iteration 57Q (157194.670000 sec): 3 clusters
  Score: Raw -571995.939916 + Penalty 2831.914152 = -569164.025764
  nChanged 7
		SP:Iteration 58Q (157194.810000 sec): 3 clusters
  Score: Raw -571997.105561 + Penalty 2831.914152 = -569165.191410
  nChanged 5
		SP:Iteration 59Q (157194.990000 sec): 3 clusters
  Score: Raw -571997.730617 + Penalty 2831.914152 = -569165.816465
  nChanged 5
		SP:Iteration 60F (157195.190000 sec): 3 clusters
  Score: Raw -571998.169291 + Penalty 2831.914152 = -569166.255139
  nChanged 7
		SP:Iteration 61Q (157195.400000 sec): 3 clusters
  Score: Raw -571999.231162 + Penalty 2831.914152 = -569167.317010
  nChanged 7
		SP:Iteration 62Q (157195.570000 sec): 3 clusters
  Score: Raw -571999.959675 + Penalty 2831.914152 = -569168.045523
  nChanged 4
		SP:Iteration 63Q (157195.770000 sec): 3 clusters
  Score: Raw -572000.393492 + Penalty 2831.914152 = -569168.479340
  nChanged 2
		SP:Iteration 64Q (157195.970000 sec): 3 clusters
  Score: Raw -572000.668358 + Penalty 2831.914152 = -569168.754206
  nChanged 1
		SP:Iteration 65Q (157196.160000 sec): 3 clusters
  Score: Raw -572000.772097 + Penalty 2831.914152 = -569168.857945
  nChanged 1
		SP:Iteration 66Q (157196.350000 sec): 3 clusters
  Score: Raw -572000.992264 + Penalty 2831.914152 = -569169.078112
  nChanged 4
		SP:Iteration 67Q (157196.500000 sec): 3 clusters
  Score: Raw -572001.590639 + Penalty 2831.914152 = -569169.676487
  nChanged 0
		SP:Iteration 68F (157196.700000 sec): 3 clusters
  Score: Raw -572001.590639 + Penalty 2831.914152 = -569169.676487
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157196.810000 sec): 2 clusters
  Score: Raw -1103679.227318 + Penalty 1510.654367 = -1102168.572951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157197.070000 sec): 3 clusters
  Score: Raw -1097441.680037 + Penalty 3021.308734 = -1094420.371304
  nChanged 4758
		SP:Iteration 1F (157197.260000 sec): 3 clusters
  Score: Raw -1100172.571661 + Penalty 3021.308734 = -1097151.262928
  nChanged 620
		SP:Iteration 2F (157197.440000 sec): 3 clusters
  Score: Raw -1100464.511223 + Penalty 3021.308734 = -1097443.202489
  nChanged 517
		SP:Iteration 3Q (157197.610000 sec): 3 clusters
  Score: Raw -1100727.216884 + Penalty 3021.308734 = -1097705.908150
  nChanged 535
		SP:Iteration 4Q (157197.820000 sec): 3 clusters
  Score: Raw -1101014.243972 + Penalty 3021.308734 = -1097992.935238
  nChanged 520
		SP:Iteration 5Q (157198.020000 sec): 3 clusters
  Score: Raw -1101316.311313 + Penalty 3021.308734 = -1098295.002579
  nChanged 527
		SP:Iteration 6Q (157198.220000 sec): 3 clusters
  Score: Raw -1101657.051334 + Penalty 3021.308734 = -1098635.742600
  nChanged 571
		SP:Iteration 7F (157198.450000 sec): 3 clusters
  Score: Raw -1102066.732548 + Penalty 3021.308734 = -1099045.423814
  nChanged 576
		SP:Iteration 8F (157198.670000 sec): 3 clusters
  Score: Raw -1102521.968683 + Penalty 3021.308734 = -1099500.659949
  nChanged 505
		SP:Iteration 9Q (157198.960000 sec): 3 clusters
  Score: Raw -1102934.986198 + Penalty 3021.308734 = -1099913.677464
  nChanged 378
		SP:Iteration 10Q (157199.250000 sec): 3 clusters
  Score: Raw -1103245.936781 + Penalty 3021.308734 = -1100224.628047
  nChanged 272
		SP:Iteration 11Q (157199.450000 sec): 3 clusters
  Score: Raw -1103455.008400 + Penalty 3021.308734 = -1100433.699667
  nChanged 188
		SP:Iteration 12Q (157199.630000 sec): 3 clusters
  Score: Raw -1103591.417778 + Penalty 3021.308734 = -1100570.109044
  nChanged 119
		SP:Iteration 13Q (157199.840000 sec): 3 clusters
  Score: Raw -1103690.734664 + Penalty 3021.308734 = -1100669.425931
  nChanged 82
		SP:Iteration 14Q (157200.040000 sec): 3 clusters
  Score: Raw -1103751.252789 + Penalty 3021.308734 = -1100729.944055
  nChanged 48
		SP:Iteration 15Q (157200.300000 sec): 3 clusters
  Score: Raw -1103787.711105 + Penalty 3021.308734 = -1100766.402371
  nChanged 42
		SP:Iteration 16Q (157200.530000 sec): 3 clusters
  Score: Raw -1103821.712684 + Penalty 3021.308734 = -1100800.403950
  nChanged 28
		SP:Iteration 17Q (157200.710000 sec): 3 clusters
  Score: Raw -1103855.956555 + Penalty 3021.308734 = -1100834.647821
  nChanged 21
		SP:Iteration 18Q (157200.930000 sec): 3 clusters
  Score: Raw -1103882.832603 + Penalty 3021.308734 = -1100861.523869
  nChanged 16
		SP:Iteration 19Q (157201.150000 sec): 3 clusters
  Score: Raw -1103898.106585 + Penalty 3021.308734 = -1100876.797852
  nChanged 8
		SP:Iteration 20F (157201.410000 sec): 3 clusters
  Score: Raw -1103903.143690 + Penalty 3021.308734 = -1100881.834957
  nChanged 9
		SP:Iteration 21Q (157201.580000 sec): 3 clusters
  Score: Raw -1103909.632291 + Penalty 3021.308734 = -1100888.323558
  nChanged 11
		SP:Iteration 22Q (157201.770000 sec): 3 clusters
  Score: Raw -1103917.206206 + Penalty 3021.308734 = -1100895.897473
  nChanged 8
		SP:Iteration 23Q (157201.940000 sec): 3 clusters
  Score: Raw -1103924.834457 + Penalty 3021.308734 = -1100903.525724
  nChanged 3
		SP:Iteration 24Q (157202.110000 sec): 3 clusters
  Score: Raw -1103928.745263 + Penalty 3021.308734 = -1100907.436529
  nChanged 6
		SP:Iteration 25Q (157202.340000 sec): 3 clusters
  Score: Raw -1103933.338211 + Penalty 3021.308734 = -1100912.029477
  nChanged 3
		SP:Iteration 26Q (157202.510000 sec): 3 clusters
  Score: Raw -1103934.857434 + Penalty 3021.308734 = -1100913.548700
  nChanged 0
		SP:Iteration 27F (157202.770000 sec): 3 clusters
  Score: Raw -1103934.857434 + Penalty 3021.308734 = -1100913.548700
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157202.890000 sec): 2 clusters
  Score: Raw -373584.805100 + Penalty 1330.571680 = -372254.233420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157203.070000 sec): 3 clusters
  Score: Raw -371828.083561 + Penalty 2661.143360 = -369166.940202
  nChanged 1400
		SP:Iteration 1F (157203.260000 sec): 3 clusters
  Score: Raw -372690.488806 + Penalty 2661.143360 = -370029.345446
  nChanged 327
		SP:Iteration 2F (157203.400000 sec): 3 clusters
  Score: Raw -372960.774638 + Penalty 2661.143360 = -370299.631278
  nChanged 253
		SP:Iteration 3F (157203.590000 sec): 3 clusters
  Score: Raw -373199.152935 + Penalty 2661.143360 = -370538.009576
  nChanged 243
		SP:Iteration 4F (157203.820000 sec): 3 clusters
  Score: Raw -373428.562914 + Penalty 2661.143360 = -370767.419554
  nChanged 210
		SP:Iteration 5F (157203.950000 sec): 3 clusters
  Score: Raw -373625.915605 + Penalty 2661.143360 = -370964.772245
  nChanged 180
		SP:Iteration 6F (157204.090000 sec): 3 clusters
  Score: Raw -373792.727973 + Penalty 2661.143360 = -371131.584614
  nChanged 156
		SP:Iteration 7Q (157204.240000 sec): 3 clusters
  Score: Raw -373926.646381 + Penalty 2661.143360 = -371265.503021
  nChanged 121
		SP:Iteration 8Q (157204.380000 sec): 3 clusters
  Score: Raw -374013.124721 + Penalty 2661.143360 = -371351.981361
  nChanged 65
		SP:Iteration 9Q (157204.530000 sec): 3 clusters
  Score: Raw -374049.754330 + Penalty 2661.143360 = -371388.610970
  nChanged 38
		SP:Iteration 10Q (157204.670000 sec): 3 clusters
  Score: Raw -374068.658644 + Penalty 2661.143360 = -371407.515284
  nChanged 29
		SP:Iteration 11Q (157204.810000 sec): 3 clusters
  Score: Raw -374081.100646 + Penalty 2661.143360 = -371419.957287
  nChanged 14
		SP:Iteration 12Q (157204.960000 sec): 3 clusters
  Score: Raw -374087.129712 + Penalty 2661.143360 = -371425.986352
  nChanged 7
		SP:Iteration 13Q (157205.100000 sec): 3 clusters
  Score: Raw -374090.919279 + Penalty 2661.143360 = -371429.775919
  nChanged 4
		SP:Iteration 14Q (157205.240000 sec): 3 clusters
  Score: Raw -374091.996291 + Penalty 2661.143360 = -371430.852931
  nChanged 1
		SP:Iteration 15Q (157205.390000 sec): 3 clusters
  Score: Raw -374092.299935 + Penalty 2661.143360 = -371431.156576
  nChanged 0
		SP:Iteration 16F (157205.590000 sec): 3 clusters
  Score: Raw -374092.299935 + Penalty 2661.143360 = -371431.156576
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157205.760000 sec): 2 clusters
  Score: Raw -1766404.103694 + Penalty 1579.819422 = -1764824.284272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157206.000000 sec): 3 clusters
  Score: Raw -1756505.283241 + Penalty 3159.638845 = -1753345.644396
  nChanged 7358
		SP:Iteration 1F (157206.240000 sec): 3 clusters
  Score: Raw -1760400.650918 + Penalty 3159.638845 = -1757241.012073
  nChanged 927
		SP:Iteration 2F (157206.480000 sec): 3 clusters
  Score: Raw -1760815.185389 + Penalty 3159.638845 = -1757655.546544
  nChanged 939
		SP:Iteration 3F (157206.740000 sec): 3 clusters
  Score: Raw -1761273.678104 + Penalty 3159.638845 = -1758114.039260
  nChanged 898
		SP:Iteration 4F (157206.960000 sec): 3 clusters
  Score: Raw -1761755.638408 + Penalty 3159.638845 = -1758595.999564
  nChanged 916
		SP:Iteration 5F (157207.210000 sec): 3 clusters
  Score: Raw -1762260.405204 + Penalty 3159.638845 = -1759100.766360
  nChanged 894
		SP:Iteration 6F (157207.450000 sec): 3 clusters
  Score: Raw -1762700.970352 + Penalty 3159.638845 = -1759541.331507
  nChanged 800
		SP:Iteration 7Q (157207.740000 sec): 3 clusters
  Score: Raw -1763051.458239 + Penalty 3159.638845 = -1759891.819394
  nChanged 691
		SP:Iteration 8Q (157207.980000 sec): 3 clusters
  Score: Raw -1763356.875997 + Penalty 3159.638845 = -1760197.237153
  nChanged 604
		SP:Iteration 9Q (157208.190000 sec): 3 clusters
  Score: Raw -1763624.384616 + Penalty 3159.638845 = -1760464.745771
  nChanged 544
		SP:Iteration 10Q (157208.450000 sec): 3 clusters
  Score: Raw -1763859.522233 + Penalty 3159.638845 = -1760699.883389
  nChanged 499
		SP:Iteration 11Q (157208.710000 sec): 3 clusters
  Score: Raw -1764088.754412 + Penalty 3159.638845 = -1760929.115567
  nChanged 466
		SP:Iteration 12Q (157209.000000 sec): 3 clusters
  Score: Raw -1764321.697895 + Penalty 3159.638845 = -1761162.059050
  nChanged 435
		SP:Iteration 13Q (157209.230000 sec): 3 clusters
  Score: Raw -1764542.217310 + Penalty 3159.638845 = -1761382.578465
  nChanged 383
		SP:Iteration 14Q (157209.460000 sec): 3 clusters
  Score: Raw -1764721.633956 + Penalty 3159.638845 = -1761561.995112
  nChanged 357
		SP:Iteration 15Q (157209.730000 sec): 3 clusters
  Score: Raw -1764876.709424 + Penalty 3159.638845 = -1761717.070579
  nChanged 311
		SP:Iteration 16Q (157209.960000 sec): 3 clusters
  Score: Raw -1764998.805595 + Penalty 3159.638845 = -1761839.166750
  nChanged 253
		SP:Iteration 17Q (157210.220000 sec): 3 clusters
  Score: Raw -1765091.643019 + Penalty 3159.638845 = -1761932.004175
  nChanged 239
		SP:Iteration 18Q (157210.490000 sec): 3 clusters
  Score: Raw -1765169.326093 + Penalty 3159.638845 = -1762009.687248
  nChanged 176
		SP:Iteration 19Q (157210.740000 sec): 3 clusters
  Score: Raw -1765221.132666 + Penalty 3159.638845 = -1762061.493821
  nChanged 154
		SP:Iteration 20F (157211.010000 sec): 3 clusters
  Score: Raw -1765264.780777 + Penalty 3159.638845 = -1762105.141932
  nChanged 170
		SP:Iteration 21Q (157211.220000 sec): 3 clusters
  Score: Raw -1765315.664176 + Penalty 3159.638845 = -1762156.025331
  nChanged 182
		SP:Iteration 22Q (157211.500000 sec): 3 clusters
  Score: Raw -1765377.504531 + Penalty 3159.638845 = -1762217.865686
  nChanged 188
		SP:Iteration 23Q (157211.770000 sec): 3 clusters
  Score: Raw -1765449.927291 + Penalty 3159.638845 = -1762290.288447
  nChanged 212
		SP:Iteration 24Q (157212.030000 sec): 3 clusters
  Score: Raw -1765537.703956 + Penalty 3159.638845 = -1762378.065112
  nChanged 203
		SP:Iteration 25Q (157212.250000 sec): 3 clusters
  Score: Raw -1765611.028375 + Penalty 3159.638845 = -1762451.389530
  nChanged 195
		SP:Iteration 26Q (157212.560000 sec): 3 clusters
  Score: Raw -1765673.949372 + Penalty 3159.638845 = -1762514.310528
  nChanged 175
		SP:Iteration 27Q (157212.800000 sec): 3 clusters
  Score: Raw -1765736.803099 + Penalty 3159.638845 = -1762577.164254
  nChanged 174
		SP:Iteration 28Q (157213.050000 sec): 3 clusters
  Score: Raw -1765812.418345 + Penalty 3159.638845 = -1762652.779500
  nChanged 194
		SP:Iteration 29Q (157213.330000 sec): 3 clusters
  Score: Raw -1765899.482578 + Penalty 3159.638845 = -1762739.843733
  nChanged 180
		SP:Iteration 30Q (157213.550000 sec): 3 clusters
  Score: Raw -1765983.390615 + Penalty 3159.638845 = -1762823.751770
  nChanged 153
		SP:Iteration 31Q (157213.790000 sec): 3 clusters
  Score: Raw -1766039.311415 + Penalty 3159.638845 = -1762879.672570
  nChanged 134
		SP:Iteration 32Q (157214.030000 sec): 3 clusters
  Score: Raw -1766080.426615 + Penalty 3159.638845 = -1762920.787771
  nChanged 111
		SP:Iteration 33Q (157214.270000 sec): 3 clusters
  Score: Raw -1766113.228541 + Penalty 3159.638845 = -1762953.589696
  nChanged 102
		SP:Iteration 34Q (157214.490000 sec): 3 clusters
  Score: Raw -1766147.232537 + Penalty 3159.638845 = -1762987.593693
  nChanged 96
		SP:Iteration 35Q (157214.740000 sec): 3 clusters
  Score: Raw -1766178.836506 + Penalty 3159.638845 = -1763019.197662
  nChanged 72
		SP:Iteration 36Q (157215.000000 sec): 3 clusters
  Score: Raw -1766203.731866 + Penalty 3159.638845 = -1763044.093021
  nChanged 88
		SP:Iteration 37Q (157215.240000 sec): 3 clusters
  Score: Raw -1766230.438443 + Penalty 3159.638845 = -1763070.799598
  nChanged 76
		SP:Iteration 38Q (157215.520000 sec): 3 clusters
  Score: Raw -1766252.922050 + Penalty 3159.638845 = -1763093.283205
  nChanged 75
		SP:Iteration 39Q (157215.780000 sec): 3 clusters
  Score: Raw -1766278.065261 + Penalty 3159.638845 = -1763118.426416
  nChanged 92
		SP:Iteration 40F (157216.020000 sec): 3 clusters
  Score: Raw -1766310.060284 + Penalty 3159.638845 = -1763150.421440
  nChanged 85
		SP:Iteration 41Q (157216.240000 sec): 3 clusters
  Score: Raw -1766338.105756 + Penalty 3159.638845 = -1763178.466911
  nChanged 79
		SP:Iteration 42Q (157216.430000 sec): 3 clusters
  Score: Raw -1766363.602999 + Penalty 3159.638845 = -1763203.964154
  nChanged 61
		SP:Iteration 43Q (157216.660000 sec): 3 clusters
  Score: Raw -1766381.819804 + Penalty 3159.638845 = -1763222.180960
  nChanged 63
		SP:Iteration 44Q (157216.910000 sec): 3 clusters
  Score: Raw -1766398.780341 + Penalty 3159.638845 = -1763239.141497
  nChanged 51
		SP:Iteration 45Q (157217.150000 sec): 3 clusters
  Score: Raw -1766412.074307 + Penalty 3159.638845 = -1763252.435463
  nChanged 44
		SP:Iteration 46Q (157217.400000 sec): 3 clusters
  Score: Raw -1766423.908197 + Penalty 3159.638845 = -1763264.269352
  nChanged 42
		SP:Iteration 47Q (157217.640000 sec): 3 clusters
  Score: Raw -1766435.627068 + Penalty 3159.638845 = -1763275.988223
  nChanged 50
		SP:Iteration 48Q (157217.940000 sec): 3 clusters
  Score: Raw -1766449.237223 + Penalty 3159.638845 = -1763289.598379
  nChanged 49
		SP:Iteration 49Q (157218.140000 sec): 3 clusters
  Score: Raw -1766463.886300 + Penalty 3159.638845 = -1763304.247455
  nChanged 48
		SP:Iteration 50Q (157218.350000 sec): 3 clusters
  Score: Raw -1766476.332786 + Penalty 3159.638845 = -1763316.693942
  nChanged 40
		SP:Iteration 51Q (157218.600000 sec): 3 clusters
  Score: Raw -1766486.532015 + Penalty 3159.638845 = -1763326.893170
  nChanged 36
		SP:Iteration 52Q (157218.800000 sec): 3 clusters
  Score: Raw -1766496.584044 + Penalty 3159.638845 = -1763336.945199
  nChanged 34
		SP:Iteration 53Q (157219.040000 sec): 3 clusters
  Score: Raw -1766507.180988 + Penalty 3159.638845 = -1763347.542143
  nChanged 38
		SP:Iteration 54Q (157219.310000 sec): 3 clusters
  Score: Raw -1766520.385162 + Penalty 3159.638845 = -1763360.746317
  nChanged 28
		SP:Iteration 55Q (157219.530000 sec): 3 clusters
  Score: Raw -1766528.259509 + Penalty 3159.638845 = -1763368.620664
  nChanged 25
		SP:Iteration 56Q (157219.760000 sec): 3 clusters
  Score: Raw -1766535.203285 + Penalty 3159.638845 = -1763375.564440
  nChanged 28
		SP:Iteration 57Q (157219.960000 sec): 3 clusters
  Score: Raw -1766543.571736 + Penalty 3159.638845 = -1763383.932891
  nChanged 28
		SP:Iteration 58Q (157220.190000 sec): 3 clusters
  Score: Raw -1766550.778962 + Penalty 3159.638845 = -1763391.140117
  nChanged 26
		SP:Iteration 59Q (157220.410000 sec): 3 clusters
  Score: Raw -1766558.364476 + Penalty 3159.638845 = -1763398.725631
  nChanged 20
		SP:Iteration 60F (157220.690000 sec): 3 clusters
  Score: Raw -1766565.703572 + Penalty 3159.638845 = -1763406.064727
  nChanged 22
		SP:Iteration 61Q (157220.880000 sec): 3 clusters
  Score: Raw -1766573.193159 + Penalty 3159.638845 = -1763413.554314
  nChanged 22
		SP:Iteration 62Q (157221.120000 sec): 3 clusters
  Score: Raw -1766580.113174 + Penalty 3159.638845 = -1763420.474330
  nChanged 15
		SP:Iteration 63Q (157221.400000 sec): 3 clusters
  Score: Raw -1766585.126912 + Penalty 3159.638845 = -1763425.488067
  nChanged 12
		SP:Iteration 64Q (157221.660000 sec): 3 clusters
  Score: Raw -1766589.191150 + Penalty 3159.638845 = -1763429.552305
  nChanged 10
		SP:Iteration 65Q (157221.940000 sec): 3 clusters
  Score: Raw -1766593.157803 + Penalty 3159.638845 = -1763433.518958
  nChanged 14
		SP:Iteration 66Q (157222.190000 sec): 3 clusters
  Score: Raw -1766596.358987 + Penalty 3159.638845 = -1763436.720143
  nChanged 8
		SP:Iteration 67Q (157222.410000 sec): 3 clusters
  Score: Raw -1766598.440078 + Penalty 3159.638845 = -1763438.801234
  nChanged 10
		SP:Iteration 68Q (157222.630000 sec): 3 clusters
  Score: Raw -1766601.301716 + Penalty 3159.638845 = -1763441.662872
  nChanged 8
		SP:Iteration 69Q (157222.850000 sec): 3 clusters
  Score: Raw -1766603.591664 + Penalty 3159.638845 = -1763443.952819
  nChanged 7
		SP:Iteration 70Q (157223.070000 sec): 3 clusters
  Score: Raw -1766606.171707 + Penalty 3159.638845 = -1763446.532862
  nChanged 12
		SP:Iteration 71Q (157223.320000 sec): 3 clusters
  Score: Raw -1766609.592216 + Penalty 3159.638845 = -1763449.953371
  nChanged 8
		SP:Iteration 72Q (157223.570000 sec): 3 clusters
  Score: Raw -1766611.522148 + Penalty 3159.638845 = -1763451.883304
  nChanged 9
		SP:Iteration 73Q (157223.760000 sec): 3 clusters
  Score: Raw -1766613.961490 + Penalty 3159.638845 = -1763454.322645
  nChanged 6
		SP:Iteration 74Q (157223.990000 sec): 3 clusters
  Score: Raw -1766615.038001 + Penalty 3159.638845 = -1763455.399157
  nChanged 3
		SP:Iteration 75Q (157224.210000 sec): 3 clusters
  Score: Raw -1766615.424154 + Penalty 3159.638845 = -1763455.785309
  nChanged 3
		SP:Iteration 76Q (157224.470000 sec): 3 clusters
  Score: Raw -1766616.194888 + Penalty 3159.638845 = -1763456.556043
  nChanged 3
		SP:Iteration 77Q (157224.720000 sec): 3 clusters
  Score: Raw -1766617.192675 + Penalty 3159.638845 = -1763457.553830
  nChanged 5
		SP:Iteration 78Q (157224.950000 sec): 3 clusters
  Score: Raw -1766618.113648 + Penalty 3159.638845 = -1763458.474803
  nChanged 5
		SP:Iteration 79Q (157225.180000 sec): 3 clusters
  Score: Raw -1766619.220864 + Penalty 3159.638845 = -1763459.582020
  nChanged 3
		SP:Iteration 80F (157225.450000 sec): 3 clusters
  Score: Raw -1766620.437342 + Penalty 3159.638845 = -1763460.798498
  nChanged 6
		SP:Iteration 81Q (157225.670000 sec): 3 clusters
  Score: Raw -1766622.642850 + Penalty 3159.638845 = -1763463.004005
  nChanged 7
		SP:Iteration 82Q (157225.950000 sec): 3 clusters
  Score: Raw -1766624.546294 + Penalty 3159.638845 = -1763464.907449
  nChanged 8
		SP:Iteration 83Q (157226.180000 sec): 3 clusters
  Score: Raw -1766628.541575 + Penalty 3159.638845 = -1763468.902731
  nChanged 15
		SP:Iteration 84Q (157226.430000 sec): 3 clusters
  Score: Raw -1766634.413061 + Penalty 3159.638845 = -1763474.774217
  nChanged 19
		SP:Iteration 85Q (157226.670000 sec): 3 clusters
  Score: Raw -1766641.039132 + Penalty 3159.638845 = -1763481.400287
  nChanged 10
		SP:Iteration 86Q (157226.900000 sec): 3 clusters
  Score: Raw -1766644.931177 + Penalty 3159.638845 = -1763485.292333
  nChanged 4
		SP:Iteration 87Q (157227.190000 sec): 3 clusters
  Score: Raw -1766645.786368 + Penalty 3159.638845 = -1763486.147523
  nChanged 0
		SP:Iteration 88F (157227.430000 sec): 3 clusters
  Score: Raw -1766645.786368 + Penalty 3159.638845 = -1763486.147523
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157227.530000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157227.660000 sec): 3 clusters
  Score: Raw -26838.329189 + Penalty 1810.950060 = -25027.379129
  nChanged 42
		SP:Iteration 1F (157227.810000 sec): 3 clusters
  Score: Raw -26915.708328 + Penalty 1810.950060 = -25104.758267
  nChanged 10
		SP:Iteration 2Q (157227.950000 sec): 3 clusters
  Score: Raw -26951.487744 + Penalty 1810.950060 = -25140.537684
  nChanged 7
		SP:Iteration 3Q (157228.090000 sec): 3 clusters
  Score: Raw -26974.534513 + Penalty 1810.950060 = -25163.584453
  nChanged 2
		SP:Iteration 4Q (157228.240000 sec): 3 clusters
  Score: Raw -26977.794578 + Penalty 1810.950060 = -25166.844517
  nChanged 1
		SP:Iteration 5Q (157228.380000 sec): 3 clusters
  Score: Raw -26979.912256 + Penalty 1810.950060 = -25168.962196
  nChanged 1
		SP:Iteration 6Q (157228.520000 sec): 3 clusters
  Score: Raw -26983.404750 + Penalty 1810.950060 = -25172.454690
  nChanged 1
		SP:Iteration 7Q (157228.670000 sec): 3 clusters
  Score: Raw -26984.977915 + Penalty 1810.950060 = -25174.027855
  nChanged 0
		SP:Iteration 8F (157228.820000 sec): 3 clusters
  Score: Raw -26984.977915 + Penalty 1810.950060 = -25174.027855
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157228.900000 sec): 2 clusters
  Score: Raw -117472.488794 + Penalty 1176.722021 = -116295.766773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157229.070000 sec): 3 clusters
  Score: Raw -117011.961813 + Penalty 2353.444042 = -114658.517771
  nChanged 463
		SP:Iteration 1F (157229.220000 sec): 3 clusters
  Score: Raw -117496.588393 + Penalty 2353.444042 = -115143.144351
  nChanged 133
		SP:Iteration 2F (157229.360000 sec): 3 clusters
  Score: Raw -117716.044055 + Penalty 2353.444042 = -115362.600013
  nChanged 112
		SP:Iteration 3F (157229.540000 sec): 3 clusters
  Score: Raw -117890.111926 + Penalty 2353.444042 = -115536.667884
  nChanged 79
		SP:Iteration 4F (157229.750000 sec): 3 clusters
  Score: Raw -117975.538199 + Penalty 2353.444042 = -115622.094157
  nChanged 49
		SP:Iteration 5Q (157229.920000 sec): 3 clusters
  Score: Raw -118021.306322 + Penalty 2353.444042 = -115667.862280
  nChanged 28
		SP:Iteration 6Q (157230.120000 sec): 3 clusters
  Score: Raw -118043.315950 + Penalty 2353.444042 = -115689.871908
  nChanged 20
		SP:Iteration 7Q (157230.270000 sec): 3 clusters
  Score: Raw -118069.514921 + Penalty 2353.444042 = -115716.070879
  nChanged 24
		SP:Iteration 8Q (157230.430000 sec): 3 clusters
  Score: Raw -118095.151142 + Penalty 2353.444042 = -115741.707100
  nChanged 18
		SP:Iteration 9Q (157230.600000 sec): 3 clusters
  Score: Raw -118108.788043 + Penalty 2353.444042 = -115755.344001
  nChanged 13
		SP:Iteration 10Q (157230.790000 sec): 3 clusters
  Score: Raw -118116.737183 + Penalty 2353.444042 = -115763.293141
  nChanged 2
		SP:Iteration 11Q (157230.960000 sec): 3 clusters
  Score: Raw -118117.641519 + Penalty 2353.444042 = -115764.197477
  nChanged 0
		SP:Iteration 12F (157231.170000 sec): 3 clusters
  Score: Raw -118117.641519 + Penalty 2353.444042 = -115764.197477
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157231.250000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157231.390000 sec): 3 clusters
  Score: Raw -30612.624808 + Penalty 1847.163424 = -28765.461383
  nChanged 46
		SP:Iteration 1F (157231.570000 sec): 3 clusters
  Score: Raw -30719.282520 + Penalty 1847.163424 = -28872.119096
  nChanged 9
		SP:Iteration 2Q (157231.710000 sec): 3 clusters
  Score: Raw -30744.434236 + Penalty 1847.163424 = -28897.270811
  nChanged 4
		SP:Iteration 3Q (157231.870000 sec): 3 clusters
  Score: Raw -30760.091468 + Penalty 1847.163424 = -28912.928043
  nChanged 1
		SP:Iteration 4Q (157232.000000 sec): 3 clusters
  Score: Raw -30762.138659 + Penalty 1847.163424 = -28914.975235
  nChanged 1
		SP:Iteration 5Q (157232.120000 sec): 3 clusters
  Score: Raw -30763.266880 + Penalty 1847.163424 = -28916.103456
  nChanged 1
		SP:Iteration 6Q (157232.250000 sec): 3 clusters
  Score: Raw -30766.335397 + Penalty 1847.163424 = -28919.171972
  nChanged 0
		SP:Iteration 7F (157232.380000 sec): 3 clusters
  Score: Raw -30766.335397 + Penalty 1847.163424 = -28919.171972
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157232.480000 sec): 2 clusters
  Score: Raw -278719.905987 + Penalty 1274.434115 = -277445.471872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157232.610000 sec): 3 clusters
  Score: Raw -277558.396989 + Penalty 2548.868229 = -275009.528760
  nChanged 926
		SP:Iteration 1F (157232.740000 sec): 3 clusters
  Score: Raw -278124.938936 + Penalty 2548.868229 = -275576.070706
  nChanged 201
		SP:Iteration 2F (157232.870000 sec): 3 clusters
  Score: Raw -278266.245636 + Penalty 2548.868229 = -275717.377406
  nChanged 119
		SP:Iteration 3Q (157233.000000 sec): 3 clusters
  Score: Raw -278331.167941 + Penalty 2548.868229 = -275782.299712
  nChanged 74
		SP:Iteration 4Q (157233.150000 sec): 3 clusters
  Score: Raw -278369.709652 + Penalty 2548.868229 = -275820.841423
  nChanged 49
		SP:Iteration 5Q (157233.310000 sec): 3 clusters
  Score: Raw -278393.615278 + Penalty 2548.868229 = -275844.747049
  nChanged 44
		SP:Iteration 6Q (157233.460000 sec): 3 clusters
  Score: Raw -278413.465449 + Penalty 2548.868229 = -275864.597219
  nChanged 36
		SP:Iteration 7Q (157233.600000 sec): 3 clusters
  Score: Raw -278427.786611 + Penalty 2548.868229 = -275878.918382
  nChanged 29
		SP:Iteration 8Q (157233.720000 sec): 3 clusters
  Score: Raw -278440.169062 + Penalty 2548.868229 = -275891.300832
  nChanged 26
		SP:Iteration 9Q (157233.840000 sec): 3 clusters
  Score: Raw -278453.717691 + Penalty 2548.868229 = -275904.849461
  nChanged 23
		SP:Iteration 10Q (157233.970000 sec): 3 clusters
  Score: Raw -278466.136546 + Penalty 2548.868229 = -275917.268317
  nChanged 24
		SP:Iteration 11Q (157234.160000 sec): 3 clusters
  Score: Raw -278474.813299 + Penalty 2548.868229 = -275925.945070
  nChanged 19
		SP:Iteration 12Q (157234.310000 sec): 3 clusters
  Score: Raw -278480.650550 + Penalty 2548.868229 = -275931.782321
  nChanged 12
		SP:Iteration 13Q (157234.430000 sec): 3 clusters
  Score: Raw -278484.630319 + Penalty 2548.868229 = -275935.762090
  nChanged 14
		SP:Iteration 14Q (157234.550000 sec): 3 clusters
  Score: Raw -278490.334646 + Penalty 2548.868229 = -275941.466417
  nChanged 12
		SP:Iteration 15Q (157234.740000 sec): 3 clusters
  Score: Raw -278494.127088 + Penalty 2548.868229 = -275945.258859
  nChanged 6
		SP:Iteration 16Q (157234.910000 sec): 3 clusters
  Score: Raw -278495.990645 + Penalty 2548.868229 = -275947.122416
  nChanged 7
		SP:Iteration 17Q (157235.070000 sec): 3 clusters
  Score: Raw -278498.104831 + Penalty 2548.868229 = -275949.236601
  nChanged 2
		SP:Iteration 18Q (157235.220000 sec): 3 clusters
  Score: Raw -278498.550258 + Penalty 2548.868229 = -275949.682029
  nChanged 1
		SP:Iteration 19Q (157235.350000 sec): 3 clusters
  Score: Raw -278498.795195 + Penalty 2548.868229 = -275949.926966
  nChanged 1
		SP:Iteration 20F (157235.480000 sec): 3 clusters
  Score: Raw -278498.874367 + Penalty 2548.868229 = -275950.006138
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157235.540000 sec): 2 clusters
  Score: Raw -50105.316582 + Penalty 999.472950 = -49105.843632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157235.660000 sec): 3 clusters
  Score: Raw -50090.281138 + Penalty 1998.945900 = -48091.335238
  nChanged 108
		SP:Iteration 1F (157235.790000 sec): 3 clusters
  Score: Raw -50243.433629 + Penalty 1998.945900 = -48244.487729
  nChanged 17
		SP:Iteration 2Q (157235.920000 sec): 3 clusters
  Score: Raw -50279.755652 + Penalty 1998.945900 = -48280.809752
  nChanged 13
		SP:Iteration 3Q (157236.050000 sec): 3 clusters
  Score: Raw -50297.566459 + Penalty 1998.945900 = -48298.620560
  nChanged 6
		SP:Iteration 4Q (157236.280000 sec): 3 clusters
  Score: Raw -50307.818801 + Penalty 1998.945900 = -48308.872902
  nChanged 4
		SP:Iteration 5Q (157236.470000 sec): 3 clusters
  Score: Raw -50311.758969 + Penalty 1998.945900 = -48312.813069
  nChanged 1
		SP:Iteration 6Q (157236.630000 sec): 3 clusters
  Score: Raw -50313.052642 + Penalty 1998.945900 = -48314.106742
  nChanged 2
		SP:Iteration 7Q (157236.820000 sec): 3 clusters
  Score: Raw -50314.985030 + Penalty 1998.945900 = -48316.039130
  nChanged 1
		SP:Iteration 8Q (157236.980000 sec): 3 clusters
  Score: Raw -50315.220018 + Penalty 1998.945900 = -48316.274118
  nChanged 0
		SP:Iteration 9F (157237.090000 sec): 3 clusters
  Score: Raw -50315.220018 + Penalty 1998.945900 = -48316.274118
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (8208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157237.220000 sec): 2 clusters
  Score: Raw -925931.563378 + Penalty 1464.590492 = -924466.972886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157237.460000 sec): 3 clusters
  Score: Raw -921393.476383 + Penalty 2929.180984 = -918464.295399
  nChanged 3396
		SP:Iteration 1F (157237.600000 sec): 3 clusters
  Score: Raw -923183.022041 + Penalty 2929.180984 = -920253.841056
  nChanged 508
		SP:Iteration 2F (157237.820000 sec): 3 clusters
  Score: Raw -923385.400750 + Penalty 2929.180984 = -920456.219765
  nChanged 373
		SP:Iteration 3Q (157238.000000 sec): 3 clusters
  Score: Raw -923527.332019 + Penalty 2929.180984 = -920598.151034
  nChanged 291
		SP:Iteration 4Q (157238.160000 sec): 3 clusters
  Score: Raw -923624.096754 + Penalty 2929.180984 = -920694.915770
  nChanged 236
		SP:Iteration 5Q (157238.310000 sec): 3 clusters
  Score: Raw -923692.336094 + Penalty 2929.180984 = -920763.155110
  nChanged 207
		SP:Iteration 6Q (157238.480000 sec): 3 clusters
  Score: Raw -923749.788018 + Penalty 2929.180984 = -920820.607033
  nChanged 180
		SP:Iteration 7Q (157238.660000 sec): 3 clusters
  Score: Raw -923794.701526 + Penalty 2929.180984 = -920865.520542
  nChanged 144
		SP:Iteration 8Q (157238.810000 sec): 3 clusters
  Score: Raw -923831.772763 + Penalty 2929.180984 = -920902.591779
  nChanged 138
		SP:Iteration 9Q (157239.040000 sec): 3 clusters
  Score: Raw -923865.975682 + Penalty 2929.180984 = -920936.794698
  nChanged 143
		SP:Iteration 10Q (157239.250000 sec): 3 clusters
  Score: Raw -923910.394054 + Penalty 2929.180984 = -920981.213069
  nChanged 177
		SP:Iteration 11Q (157239.380000 sec): 3 clusters
  Score: Raw -923971.873446 + Penalty 2929.180984 = -921042.692462
  nChanged 201
		SP:Iteration 12Q (157239.530000 sec): 3 clusters
  Score: Raw -924049.593754 + Penalty 2929.180984 = -921120.412769
  nChanged 214
		SP:Iteration 13Q (157239.680000 sec): 3 clusters
  Score: Raw -924134.707656 + Penalty 2929.180984 = -921205.526672
  nChanged 244
		SP:Iteration 14Q (157239.830000 sec): 3 clusters
  Score: Raw -924259.806398 + Penalty 2929.180984 = -921330.625413
  nChanged 277
		SP:Iteration 15Q (157239.980000 sec): 3 clusters
  Score: Raw -924416.781497 + Penalty 2929.180984 = -921487.600512
  nChanged 308
		SP:Iteration 16Q (157240.120000 sec): 3 clusters
  Score: Raw -924605.932325 + Penalty 2929.180984 = -921676.751340
  nChanged 349
		SP:Iteration 17Q (157240.260000 sec): 3 clusters
  Score: Raw -924864.522751 + Penalty 2929.180984 = -921935.341767
  nChanged 365
		SP:Iteration 18Q (157240.460000 sec): 3 clusters
  Score: Raw -925146.000945 + Penalty 2929.180984 = -922216.819961
  nChanged 309
		SP:Iteration 19Q (157240.620000 sec): 3 clusters
  Score: Raw -925400.420385 + Penalty 2929.180984 = -922471.239401
  nChanged 250
		SP:Iteration 20F (157240.850000 sec): 3 clusters
  Score: Raw -925640.573125 + Penalty 2929.180984 = -922711.392140
  nChanged 191
		SP:Iteration 21Q (157241.030000 sec): 3 clusters
  Score: Raw -925810.513788 + Penalty 2929.180984 = -922881.332804
  nChanged 112
		SP:Iteration 22Q (157241.180000 sec): 3 clusters
  Score: Raw -925931.779272 + Penalty 2929.180984 = -923002.598287
  nChanged 56
		SP:Iteration 23Q (157241.330000 sec): 3 clusters
  Score: Raw -925987.418181 + Penalty 2929.180984 = -923058.237197
  nChanged 36
		SP:Iteration 24Q (157241.470000 sec): 3 clusters
  Score: Raw -926027.949895 + Penalty 2929.180984 = -923098.768910
  nChanged 19
		SP:Iteration 25Q (157241.680000 sec): 3 clusters
  Score: Raw -926048.378888 + Penalty 2929.180984 = -923119.197904
  nChanged 15
		SP:Iteration 26Q (157241.810000 sec): 3 clusters
  Score: Raw -926067.521721 + Penalty 2929.180984 = -923138.340736
  nChanged 9
		SP:Iteration 27Q (157242.050000 sec): 3 clusters
  Score: Raw -926077.807953 + Penalty 2929.180984 = -923148.626969
  nChanged 8
		SP:Iteration 28Q (157242.260000 sec): 3 clusters
  Score: Raw -926084.610759 + Penalty 2929.180984 = -923155.429775
  nChanged 2
		SP:Iteration 29Q (157242.440000 sec): 3 clusters
  Score: Raw -926086.458255 + Penalty 2929.180984 = -923157.277271
  nChanged 3
		SP:Iteration 30Q (157242.660000 sec): 3 clusters
  Score: Raw -926089.897902 + Penalty 2929.180984 = -923160.716917
  nChanged 3
		SP:Iteration 31Q (157242.860000 sec): 3 clusters
  Score: Raw -926092.886707 + Penalty 2929.180984 = -923163.705722
  nChanged 2
		SP:Iteration 32Q (157243.080000 sec): 3 clusters
  Score: Raw -926095.177112 + Penalty 2929.180984 = -923165.996128
  nChanged 4
		SP:Iteration 33Q (157243.220000 sec): 3 clusters
  Score: Raw -926099.195810 + Penalty 2929.180984 = -923170.014826
  nChanged 2
		SP:Iteration 34Q (157243.400000 sec): 3 clusters
  Score: Raw -926102.344040 + Penalty 2929.180984 = -923173.163056
  nChanged 0
		SP:Iteration 35F (157243.550000 sec): 3 clusters
  Score: Raw -926102.344040 + Penalty 2929.180984 = -923173.163056
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (164305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157244.400000 sec): 2 clusters
  Score: Raw -17126834.960625 + Penalty 1951.540457 = -17124883.420168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157245.470000 sec): 3 clusters
  Score: Raw -17018247.285686 + Penalty 3903.080914 = -17014344.204772
  nChanged 79441
		SP:Iteration 1F (157246.480000 sec): 3 clusters
  Score: Raw -17065664.605742 + Penalty 3903.080914 = -17061761.524828
  nChanged 6114
		SP:Iteration 2Q (157247.660000 sec): 3 clusters
  Score: Raw -17067634.453819 + Penalty 3903.080914 = -17063731.372905
  nChanged 7087
		SP:Iteration 3Q (157248.750000 sec): 3 clusters
  Score: Raw -17070393.513251 + Penalty 3903.080914 = -17066490.432337
  nChanged 8094
		SP:Iteration 4Q (157249.790000 sec): 3 clusters
  Score: Raw -17074225.342138 + Penalty 3903.080914 = -17070322.261224
  nChanged 9032
		SP:Iteration 5F (157250.970000 sec): 3 clusters
  Score: Raw -17079128.911235 + Penalty 3903.080914 = -17075225.830321
  nChanged 9502
		SP:Iteration 6F (157252.090000 sec): 3 clusters
  Score: Raw -17084837.212896 + Penalty 3903.080914 = -17080934.131981
  nChanged 9496
		SP:Iteration 7F (157253.250000 sec): 3 clusters
  Score: Raw -17090810.325688 + Penalty 3903.080914 = -17086907.244774
  nChanged 8953
		SP:Iteration 8F (157254.230000 sec): 3 clusters
  Score: Raw -17096260.778033 + Penalty 3903.080914 = -17092357.697119
  nChanged 8022
		SP:Iteration 9Q (157255.380000 sec): 3 clusters
  Score: Raw -17100622.684276 + Penalty 3903.080914 = -17096719.603362
  nChanged 6482
		SP:Iteration 10Q (157256.490000 sec): 3 clusters
  Score: Raw -17103530.948295 + Penalty 3903.080914 = -17099627.867381
  nChanged 5014
		SP:Iteration 11Q (157257.500000 sec): 3 clusters
  Score: Raw -17105363.563880 + Penalty 3903.080914 = -17101460.482966
  nChanged 3859
		SP:Iteration 12Q (157258.610000 sec): 3 clusters
  Score: Raw -17106553.907559 + Penalty 3903.080914 = -17102650.826645
  nChanged 3082
		SP:Iteration 13Q (157259.550000 sec): 3 clusters
  Score: Raw -17107490.209042 + Penalty 3903.080914 = -17103587.128128
  nChanged 2787
		SP:Iteration 14Q (157260.440000 sec): 3 clusters
  Score: Raw -17108369.295620 + Penalty 3903.080914 = -17104466.214705
  nChanged 2668
		SP:Iteration 15Q (157261.460000 sec): 3 clusters
  Score: Raw -17109256.109046 + Penalty 3903.080914 = -17105353.028132
  nChanged 2727
		SP:Iteration 16Q (157262.490000 sec): 3 clusters
  Score: Raw -17110235.329674 + Penalty 3903.080914 = -17106332.248760
  nChanged 2726
		SP:Iteration 17Q (157263.620000 sec): 3 clusters
  Score: Raw -17111216.681867 + Penalty 3903.080914 = -17107313.600953
  nChanged 2696
		SP:Iteration 18Q (157264.730000 sec): 3 clusters
  Score: Raw -17112223.938432 + Penalty 3903.080914 = -17108320.857518
  nChanged 2611
		SP:Iteration 19Q (157265.780000 sec): 3 clusters
  Score: Raw -17113221.118409 + Penalty 3903.080914 = -17109318.037495
  nChanged 2611
		SP:Iteration 20F (157266.860000 sec): 3 clusters
  Score: Raw -17114258.482339 + Penalty 3903.080914 = -17110355.401425
  nChanged 2543
		SP:Iteration 21Q (157267.770000 sec): 3 clusters
  Score: Raw -17115271.604247 + Penalty 3903.080914 = -17111368.523333
  nChanged 2481
		SP:Iteration 22Q (157268.810000 sec): 3 clusters
  Score: Raw -17116272.026500 + Penalty 3903.080914 = -17112368.945585
  nChanged 2422
		SP:Iteration 23Q (157269.870000 sec): 3 clusters
  Score: Raw -17117284.468976 + Penalty 3903.080914 = -17113381.388062
  nChanged 2385
		SP:Iteration 24Q (157270.940000 sec): 3 clusters
  Score: Raw -17118339.474797 + Penalty 3903.080914 = -17114436.393882
  nChanged 2306
		SP:Iteration 25Q (157272.020000 sec): 3 clusters
  Score: Raw -17119371.753212 + Penalty 3903.080914 = -17115468.672298
  nChanged 2164
		SP:Iteration 26Q (157273.010000 sec): 3 clusters
  Score: Raw -17120380.630029 + Penalty 3903.080914 = -17116477.549115
  nChanged 2062
		SP:Iteration 27Q (157274.030000 sec): 3 clusters
  Score: Raw -17121401.271596 + Penalty 3903.080914 = -17117498.190682
  nChanged 1923
		SP:Iteration 28Q (157274.860000 sec): 3 clusters
  Score: Raw -17122402.197998 + Penalty 3903.080914 = -17118499.117084
  nChanged 1772
		SP:Iteration 29Q (157275.800000 sec): 3 clusters
  Score: Raw -17123366.006706 + Penalty 3903.080914 = -17119462.925792
  nChanged 1578
		SP:Iteration 30Q (157276.630000 sec): 3 clusters
  Score: Raw -17124250.169962 + Penalty 3903.080914 = -17120347.089048
  nChanged 1322
		SP:Iteration 31Q (157277.440000 sec): 3 clusters
  Score: Raw -17124995.273237 + Penalty 3903.080914 = -17121092.192323
  nChanged 1029
		SP:Iteration 32Q (157278.320000 sec): 3 clusters
  Score: Raw -17125570.159118 + Penalty 3903.080914 = -17121667.078204
  nChanged 793
		SP:Iteration 33Q (157279.100000 sec): 3 clusters
  Score: Raw -17126000.731906 + Penalty 3903.080914 = -17122097.650992
  nChanged 587
		SP:Iteration 34Q (157279.930000 sec): 3 clusters
  Score: Raw -17126313.831722 + Penalty 3903.080914 = -17122410.750808
  nChanged 397
		SP:Iteration 35Q (157280.770000 sec): 3 clusters
  Score: Raw -17126529.884086 + Penalty 3903.080914 = -17122626.803172
  nChanged 291
		SP:Iteration 36Q (157281.550000 sec): 3 clusters
  Score: Raw -17126702.602576 + Penalty 3903.080914 = -17122799.521662
  nChanged 221
		SP:Iteration 37Q (157282.400000 sec): 3 clusters
  Score: Raw -17126826.481875 + Penalty 3903.080914 = -17122923.400961
  nChanged 134
		SP:Iteration 38Q (157283.290000 sec): 3 clusters
  Score: Raw -17126895.919227 + Penalty 3903.080914 = -17122992.838312
  nChanged 116
		SP:Iteration 39Q (157284.070000 sec): 3 clusters
  Score: Raw -17126951.698219 + Penalty 3903.080914 = -17123048.617305
  nChanged 91
		SP:Iteration 40F (157285.040000 sec): 3 clusters
  Score: Raw -17127001.491416 + Penalty 3903.080914 = -17123098.410501
  nChanged 89
		SP:Iteration 41Q (157285.920000 sec): 3 clusters
  Score: Raw -17127049.912332 + Penalty 3903.080914 = -17123146.831418
  nChanged 62
		SP:Iteration 42Q (157286.730000 sec): 3 clusters
  Score: Raw -17127079.762252 + Penalty 3903.080914 = -17123176.681338
  nChanged 47
		SP:Iteration 43Q (157287.580000 sec): 3 clusters
  Score: Raw -17127107.430461 + Penalty 3903.080914 = -17123204.349547
  nChanged 28
		SP:Iteration 44Q (157288.420000 sec): 3 clusters
  Score: Raw -17127119.826481 + Penalty 3903.080914 = -17123216.745567
  nChanged 20
		SP:Iteration 45Q (157289.190000 sec): 3 clusters
  Score: Raw -17127129.035270 + Penalty 3903.080914 = -17123225.954356
  nChanged 16
		SP:Iteration 46Q (157290.050000 sec): 3 clusters
  Score: Raw -17127136.459323 + Penalty 3903.080914 = -17123233.378409
  nChanged 14
		SP:Iteration 47Q (157290.920000 sec): 3 clusters
  Score: Raw -17127142.940022 + Penalty 3903.080914 = -17123239.859107
  nChanged 12
		SP:Iteration 48Q (157291.820000 sec): 3 clusters
  Score: Raw -17127147.967395 + Penalty 3903.080914 = -17123244.886481
  nChanged 16
		SP:Iteration 49Q (157292.640000 sec): 3 clusters
  Score: Raw -17127157.303563 + Penalty 3903.080914 = -17123254.222649
  nChanged 18
		SP:Iteration 50Q (157293.470000 sec): 3 clusters
  Score: Raw -17127167.403044 + Penalty 3903.080914 = -17123264.322130
  nChanged 17
		SP:Iteration 51Q (157294.330000 sec): 3 clusters
  Score: Raw -17127176.376711 + Penalty 3903.080914 = -17123273.295797
  nChanged 8
		SP:Iteration 52Q (157295.110000 sec): 3 clusters
  Score: Raw -17127181.267204 + Penalty 3903.080914 = -17123278.186290
  nChanged 11
		SP:Iteration 53Q (157295.850000 sec): 3 clusters
  Score: Raw -17127186.270241 + Penalty 3903.080914 = -17123283.189327
  nChanged 3
		SP:Iteration 54Q (157296.740000 sec): 3 clusters
  Score: Raw -17127187.854117 + Penalty 3903.080914 = -17123284.773203
  nChanged 2
		SP:Iteration 55Q (157297.490000 sec): 3 clusters
  Score: Raw -17127188.340407 + Penalty 3903.080914 = -17123285.259493
  nChanged 1
		SP:Iteration 56Q (157298.140000 sec): 3 clusters
  Score: Raw -17127188.603585 + Penalty 3903.080914 = -17123285.522671
  nChanged 3
		SP:Iteration 57Q (157299.070000 sec): 3 clusters
  Score: Raw -17127190.124589 + Penalty 3903.080914 = -17123287.043674
  nChanged 4
		SP:Iteration 58Q (157299.990000 sec): 3 clusters
  Score: Raw -17127191.828226 + Penalty 3903.080914 = -17123288.747312
  nChanged 2
		SP:Iteration 59Q (157301.000000 sec): 3 clusters
  Score: Raw -17127192.570475 + Penalty 3903.080914 = -17123289.489561
  nChanged 2
		SP:Iteration 60F (157302.050000 sec): 3 clusters
  Score: Raw -17127192.940763 + Penalty 3903.080914 = -17123289.859849
  nChanged 0
Iteration 739Q (157417.200000 sec): 75 clusters
  Score: Raw -138118919.269231 + Penalty 169872.908604 = -137949046.360627
  nChanged 0
Iteration 740F (157614.240000 sec): 75 clusters
  Score: Raw -138118919.269231 + Penalty 169872.908604 = -137949046.360627
  nChanged 0
Compute initial score before splitting:   Score: Raw -138118919.269231 + Penalty 169872.908604 = -137949046.360627
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 1 (1156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157614.470000 sec): 2 clusters
  Score: Raw -112107.860096 + Penalty 1146.067171 = -110961.792925
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157614.720000 sec): 3 clusters
  Score: Raw -111734.660827 + Penalty 2292.134341 = -109442.526486
  nChanged 342
		SP:Iteration 1F (157614.880000 sec): 3 clusters
  Score: Raw -112057.798515 + Penalty 2292.134341 = -109765.664174
  nChanged 99
		SP:Iteration 2F (157615.040000 sec): 3 clusters
  Score: Raw -112208.370201 + Penalty 2292.134341 = -109916.235860
  nChanged 68
		SP:Iteration 3F (157615.280000 sec): 3 clusters
  Score: Raw -112329.950426 + Penalty 2292.134341 = -110037.816085
  nChanged 52
		SP:Iteration 4Q (157615.430000 sec): 3 clusters
  Score: Raw -112403.717083 + Penalty 2292.134341 = -110111.582742
  nChanged 35
		SP:Iteration 5Q (157615.660000 sec): 3 clusters
  Score: Raw -112442.642748 + Penalty 2292.134341 = -110150.508407
  nChanged 26
		SP:Iteration 6Q (157615.830000 sec): 3 clusters
  Score: Raw -112476.204727 + Penalty 2292.134341 = -110184.070386
  nChanged 26
		SP:Iteration 7Q (157616.030000 sec): 3 clusters
  Score: Raw -112506.743203 + Penalty 2292.134341 = -110214.608862
  nChanged 23
		SP:Iteration 8Q (157616.190000 sec): 3 clusters
  Score: Raw -112529.389539 + Penalty 2292.134341 = -110237.255198
  nChanged 19
		SP:Iteration 9Q (157616.350000 sec): 3 clusters
  Score: Raw -112552.925887 + Penalty 2292.134341 = -110260.791546
  nChanged 18
		SP:Iteration 10Q (157616.540000 sec): 3 clusters
  Score: Raw -112569.183697 + Penalty 2292.134341 = -110277.049356
  nChanged 12
		SP:Iteration 11Q (157616.710000 sec): 3 clusters
  Score: Raw -112582.484467 + Penalty 2292.134341 = -110290.350126
  nChanged 11
		SP:Iteration 12Q (157616.890000 sec): 3 clusters
  Score: Raw -112596.713225 + Penalty 2292.134341 = -110304.578884
  nChanged 16
		SP:Iteration 13Q (157617.090000 sec): 3 clusters
  Score: Raw -112612.233508 + Penalty 2292.134341 = -110320.099167
  nChanged 6
		SP:Iteration 14Q (157617.290000 sec): 3 clusters
  Score: Raw -112618.408211 + Penalty 2292.134341 = -110326.273870
  nChanged 8
		SP:Iteration 15Q (157617.470000 sec): 3 clusters
  Score: Raw -112626.452802 + Penalty 2292.134341 = -110334.318461
  nChanged 8
		SP:Iteration 16Q (157617.650000 sec): 3 clusters
  Score: Raw -112632.070008 + Penalty 2292.134341 = -110339.935667
  nChanged 5
		SP:Iteration 17Q (157617.840000 sec): 3 clusters
  Score: Raw -112636.247513 + Penalty 2292.134341 = -110344.113172
  nChanged 7
		SP:Iteration 18Q (157617.970000 sec): 3 clusters
  Score: Raw -112642.699037 + Penalty 2292.134341 = -110350.564696
  nChanged 8
		SP:Iteration 19Q (157618.110000 sec): 3 clusters
  Score: Raw -112653.411014 + Penalty 2292.134341 = -110361.276673
  nChanged 8
		SP:Iteration 20F (157618.270000 sec): 3 clusters
  Score: Raw -112660.352457 + Penalty 2292.134341 = -110368.218116
  nChanged 6
		SP:Iteration 21Q (157618.440000 sec): 3 clusters
  Score: Raw -112665.352914 + Penalty 2292.134341 = -110373.218573
  nChanged 3
		SP:Iteration 22Q (157618.590000 sec): 3 clusters
  Score: Raw -112667.471857 + Penalty 2292.134341 = -110375.337516
  nChanged 2
		SP:Iteration 23Q (157618.780000 sec): 3 clusters
  Score: Raw -112669.406252 + Penalty 2292.134341 = -110377.271911
  nChanged 4
		SP:Iteration 24Q (157618.940000 sec): 3 clusters
  Score: Raw -112673.234306 + Penalty 2292.134341 = -110381.099965
  nChanged 4
		SP:Iteration 25Q (157619.090000 sec): 3 clusters
  Score: Raw -112679.340675 + Penalty 2292.134341 = -110387.206334
  nChanged 5
		SP:Iteration 26Q (157619.300000 sec): 3 clusters
  Score: Raw -112683.832599 + Penalty 2292.134341 = -110391.698258
  nChanged 5
		SP:Iteration 27Q (157619.510000 sec): 3 clusters
  Score: Raw -112689.701146 + Penalty 2292.134341 = -110397.566805
  nChanged 5
		SP:Iteration 28Q (157619.750000 sec): 3 clusters
  Score: Raw -112693.355576 + Penalty 2292.134341 = -110401.221235
  nChanged 6
		SP:Iteration 29Q (157619.940000 sec): 3 clusters
  Score: Raw -112698.116850 + Penalty 2292.134341 = -110405.982509
  nChanged 6
		SP:Iteration 30Q (157620.050000 sec): 3 clusters
  Score: Raw -112703.137732 + Penalty 2292.134341 = -110411.003391
  nChanged 5
		SP:Iteration 31Q (157620.250000 sec): 3 clusters
  Score: Raw -112706.771880 + Penalty 2292.134341 = -110414.637539
  nChanged 4
		SP:Iteration 32Q (157620.410000 sec): 3 clusters
  Score: Raw -112710.864586 + Penalty 2292.134341 = -110418.730245
  nChanged 6
		SP:Iteration 33Q (157620.630000 sec): 3 clusters
  Score: Raw -112718.713623 + Penalty 2292.134341 = -110426.579282
  nChanged 6
		SP:Iteration 34Q (157620.750000 sec): 3 clusters
  Score: Raw -112724.131534 + Penalty 2292.134341 = -110431.997193
  nChanged 5
		SP:Iteration 35Q (157620.910000 sec): 3 clusters
  Score: Raw -112729.166004 + Penalty 2292.134341 = -110437.031663
  nChanged 9
		SP:Iteration 36Q (157621.050000 sec): 3 clusters
  Score: Raw -112739.826906 + Penalty 2292.134341 = -110447.692565
  nChanged 9
		SP:Iteration 37Q (157621.190000 sec): 3 clusters
  Score: Raw -112752.626025 + Penalty 2292.134341 = -110460.491684
  nChanged 11
		SP:Iteration 38Q (157621.400000 sec): 3 clusters
  Score: Raw -112765.290286 + Penalty 2292.134341 = -110473.155945
  nChanged 5
		SP:Iteration 39Q (157621.530000 sec): 3 clusters
  Score: Raw -112772.170014 + Penalty 2292.134341 = -110480.035673
  nChanged 5
		SP:Iteration 40F (157621.670000 sec): 3 clusters
  Score: Raw -112776.261214 + Penalty 2292.134341 = -110484.126873
  nChanged 3
		SP:Iteration 41Q (157621.860000 sec): 3 clusters
  Score: Raw -112778.963852 + Penalty 2292.134341 = -110486.829511
  nChanged 2
		SP:Iteration 42Q (157622.060000 sec): 3 clusters
  Score: Raw -112782.921833 + Penalty 2292.134341 = -110490.787492
  nChanged 4
		SP:Iteration 43Q (157622.260000 sec): 3 clusters
  Score: Raw -112789.357113 + Penalty 2292.134341 = -110497.222772
  nChanged 5
		SP:Iteration 44Q (157622.430000 sec): 3 clusters
  Score: Raw -112792.787885 + Penalty 2292.134341 = -110500.653544
  nChanged 2
		SP:Iteration 45Q (157622.560000 sec): 3 clusters
  Score: Raw -112794.321170 + Penalty 2292.134341 = -110502.186829
  nChanged 4
		SP:Iteration 46Q (157622.780000 sec): 3 clusters
  Score: Raw -112796.532758 + Penalty 2292.134341 = -110504.398417
  nChanged 2
		SP:Iteration 47Q (157622.910000 sec): 3 clusters
  Score: Raw -112799.574581 + Penalty 2292.134341 = -110507.440240
  nChanged 3
		SP:Iteration 48Q (157623.100000 sec): 3 clusters
  Score: Raw -112802.209338 + Penalty 2292.134341 = -110510.074997
  nChanged 6
		SP:Iteration 49Q (157623.290000 sec): 3 clusters
  Score: Raw -112809.911421 + Penalty 2292.134341 = -110517.777080
  nChanged 6
		SP:Iteration 50Q (157623.410000 sec): 3 clusters
  Score: Raw -112818.216542 + Penalty 2292.134341 = -110526.082201
  nChanged 8
		SP:Iteration 51Q (157623.620000 sec): 3 clusters
  Score: Raw -112830.122608 + Penalty 2292.134341 = -110537.988267
  nChanged 9
		SP:Iteration 52Q (157623.780000 sec): 3 clusters
  Score: Raw -112845.810156 + Penalty 2292.134341 = -110553.675815
  nChanged 3
		SP:Iteration 53Q (157624.000000 sec): 3 clusters
  Score: Raw -112848.925104 + Penalty 2292.134341 = -110556.790763
  nChanged 5
		SP:Iteration 54Q (157624.190000 sec): 3 clusters
  Score: Raw -112855.836017 + Penalty 2292.134341 = -110563.701676
  nChanged 1
		SP:Iteration 55Q (157624.350000 sec): 3 clusters
  Score: Raw -112856.885688 + Penalty 2292.134341 = -110564.751347
  nChanged 3
		SP:Iteration 56Q (157624.590000 sec): 3 clusters
  Score: Raw -112860.533745 + Penalty 2292.134341 = -110568.399404
  nChanged 2
		SP:Iteration 57Q (157624.820000 sec): 3 clusters
  Score: Raw -112862.232456 + Penalty 2292.134341 = -110570.098115
  nChanged 3
		SP:Iteration 58Q (157624.990000 sec): 3 clusters
  Score: Raw -112865.654129 + Penalty 2292.134341 = -110573.519788
  nChanged 1
		SP:Iteration 59Q (157625.150000 sec): 3 clusters
  Score: Raw -112867.119202 + Penalty 2292.134341 = -110574.984861
  nChanged 2
		SP:Iteration 60F (157625.340000 sec): 3 clusters
  Score: Raw -112869.537355 + Penalty 2292.134341 = -110577.403014
  nChanged 2
		SP:Iteration 61Q (157625.540000 sec): 3 clusters
  Score: Raw -112872.466741 + Penalty 2292.134341 = -110580.332400
  nChanged 1
		SP:Iteration 62Q (157625.670000 sec): 3 clusters
  Score: Raw -112874.728766 + Penalty 2292.134341 = -110582.594425
  nChanged 2
		SP:Iteration 63Q (157625.850000 sec): 3 clusters
  Score: Raw -112875.796705 + Penalty 2292.134341 = -110583.662364
  nChanged 0
		SP:Iteration 64F (157626.010000 sec): 3 clusters
  Score: Raw -112875.796705 + Penalty 2292.134341 = -110583.662364
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 2 (2000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157626.110000 sec): 2 clusters
  Score: Raw -196889.469254 + Penalty 1235.146650 = -195654.322604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157626.320000 sec): 3 clusters
  Score: Raw -196060.857404 + Penalty 2470.293299 = -193590.564105
  nChanged 695
		SP:Iteration 1F (157626.440000 sec): 3 clusters
  Score: Raw -196545.968053 + Penalty 2470.293299 = -194075.674754
  nChanged 164
		SP:Iteration 2F (157626.660000 sec): 3 clusters
  Score: Raw -196735.318571 + Penalty 2470.293299 = -194265.025271
  nChanged 139
		SP:Iteration 3F (157626.890000 sec): 3 clusters
  Score: Raw -196886.151476 + Penalty 2470.293299 = -194415.858177
  nChanged 115
		SP:Iteration 4F (157627.100000 sec): 3 clusters
  Score: Raw -196995.279039 + Penalty 2470.293299 = -194524.985740
  nChanged 85
		SP:Iteration 5Q (157627.330000 sec): 3 clusters
  Score: Raw -197062.797754 + Penalty 2470.293299 = -194592.504454
  nChanged 66
		SP:Iteration 6Q (157627.540000 sec): 3 clusters
  Score: Raw -197115.963619 + Penalty 2470.293299 = -194645.670320
  nChanged 62
		SP:Iteration 7Q (157627.820000 sec): 3 clusters
  Score: Raw -197163.512242 + Penalty 2470.293299 = -194693.218942
  nChanged 55
		SP:Iteration 8Q (157628.020000 sec): 3 clusters
  Score: Raw -197212.194174 + Penalty 2470.293299 = -194741.900875
  nChanged 44
		SP:Iteration 9Q (157628.190000 sec): 3 clusters
  Score: Raw -197248.744490 + Penalty 2470.293299 = -194778.451191
  nChanged 35
		SP:Iteration 10Q (157628.320000 sec): 3 clusters
  Score: Raw -197272.398489 + Penalty 2470.293299 = -194802.105190
  nChanged 23
		SP:Iteration 11Q (157628.450000 sec): 3 clusters
  Score: Raw -197286.966788 + Penalty 2470.293299 = -194816.673488
  nChanged 21
		SP:Iteration 12Q (157628.570000 sec): 3 clusters
  Score: Raw -197298.340025 + Penalty 2470.293299 = -194828.046726
  nChanged 14
		SP:Iteration 13Q (157628.700000 sec): 3 clusters
  Score: Raw -197305.548637 + Penalty 2470.293299 = -194835.255338
  nChanged 11
		SP:Iteration 14Q (157628.830000 sec): 3 clusters
  Score: Raw -197314.150778 + Penalty 2470.293299 = -194843.857479
  nChanged 4
		SP:Iteration 15Q (157628.960000 sec): 3 clusters
  Score: Raw -197316.873892 + Penalty 2470.293299 = -194846.580592
  nChanged 7
		SP:Iteration 16Q (157629.090000 sec): 3 clusters
  Score: Raw -197323.483786 + Penalty 2470.293299 = -194853.190486
  nChanged 8
		SP:Iteration 17Q (157629.250000 sec): 3 clusters
  Score: Raw -197330.513507 + Penalty 2470.293299 = -194860.220207
  nChanged 5
		SP:Iteration 18Q (157629.370000 sec): 3 clusters
  Score: Raw -197334.398282 + Penalty 2470.293299 = -194864.104982
  nChanged 6
		SP:Iteration 19Q (157629.490000 sec): 3 clusters
  Score: Raw -197338.582324 + Penalty 2470.293299 = -194868.289025
  nChanged 6
		SP:Iteration 20F (157629.610000 sec): 3 clusters
  Score: Raw -197342.173191 + Penalty 2470.293299 = -194871.879892
  nChanged 6
		SP:Iteration 21Q (157629.730000 sec): 3 clusters
  Score: Raw -197346.319017 + Penalty 2470.293299 = -194876.025718
  nChanged 6
		SP:Iteration 22Q (157629.860000 sec): 3 clusters
  Score: Raw -197350.264060 + Penalty 2470.293299 = -194879.970761
  nChanged 6
		SP:Iteration 23Q (157629.990000 sec): 3 clusters
  Score: Raw -197352.425058 + Penalty 2470.293299 = -194882.131758
  nChanged 4
		SP:Iteration 24Q (157630.120000 sec): 3 clusters
  Score: Raw -197354.016395 + Penalty 2470.293299 = -194883.723096
  nChanged 4
		SP:Iteration 25Q (157630.250000 sec): 3 clusters
  Score: Raw -197357.866343 + Penalty 2470.293299 = -194887.573043
  nChanged 7
		SP:Iteration 26Q (157630.370000 sec): 3 clusters
  Score: Raw -197363.586525 + Penalty 2470.293299 = -194893.293226
  nChanged 4
		SP:Iteration 27Q (157630.500000 sec): 3 clusters
  Score: Raw -197365.267411 + Penalty 2470.293299 = -194894.974111
  nChanged 2
		SP:Iteration 28Q (157630.630000 sec): 3 clusters
  Score: Raw -197366.813186 + Penalty 2470.293299 = -194896.519887
  nChanged 2
		SP:Iteration 29Q (157630.760000 sec): 3 clusters
  Score: Raw -197367.893723 + Penalty 2470.293299 = -194897.600423
  nChanged 2
		SP:Iteration 30Q (157630.890000 sec): 3 clusters
  Score: Raw -197368.767639 + Penalty 2470.293299 = -194898.474340
  nChanged 2
		SP:Iteration 31Q (157631.010000 sec): 3 clusters
  Score: Raw -197369.879465 + Penalty 2470.293299 = -194899.586165
  nChanged 2
		SP:Iteration 32Q (157631.140000 sec): 3 clusters
  Score: Raw -197371.615351 + Penalty 2470.293299 = -194901.322052
  nChanged 0
		SP:Iteration 33F (157631.270000 sec): 3 clusters
  Score: Raw -197371.615351 + Penalty 2470.293299 = -194901.322052
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 3 (4061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157631.360000 sec): 2 clusters
  Score: Raw -386309.620106 + Penalty 1350.242486 = -384959.377621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157631.500000 sec): 3 clusters
  Score: Raw -384299.506954 + Penalty 2700.484971 = -381599.021983
  nChanged 1604
		SP:Iteration 1F (157631.640000 sec): 3 clusters
  Score: Raw -385358.881916 + Penalty 2700.484971 = -382658.396944
  nChanged 369
		SP:Iteration 2F (157631.780000 sec): 3 clusters
  Score: Raw -385672.554123 + Penalty 2700.484971 = -382972.069151
  nChanged 288
		SP:Iteration 3F (157631.920000 sec): 3 clusters
  Score: Raw -385899.981388 + Penalty 2700.484971 = -383199.496417
  nChanged 254
		SP:Iteration 4F (157632.070000 sec): 3 clusters
  Score: Raw -386118.582428 + Penalty 2700.484971 = -383418.097456
  nChanged 253
		SP:Iteration 5F (157632.210000 sec): 3 clusters
  Score: Raw -386359.818632 + Penalty 2700.484971 = -383659.333660
  nChanged 227
		SP:Iteration 6F (157632.350000 sec): 3 clusters
  Score: Raw -386562.525236 + Penalty 2700.484971 = -383862.040265
  nChanged 171
		SP:Iteration 7Q (157632.490000 sec): 3 clusters
  Score: Raw -386712.204890 + Penalty 2700.484971 = -384011.719918
  nChanged 122
		SP:Iteration 8Q (157632.640000 sec): 3 clusters
  Score: Raw -386793.743079 + Penalty 2700.484971 = -384093.258107
  nChanged 83
		SP:Iteration 9Q (157632.780000 sec): 3 clusters
  Score: Raw -386842.245582 + Penalty 2700.484971 = -384141.760611
  nChanged 56
		SP:Iteration 10Q (157632.920000 sec): 3 clusters
  Score: Raw -386875.860694 + Penalty 2700.484971 = -384175.375722
  nChanged 48
		SP:Iteration 11Q (157633.060000 sec): 3 clusters
  Score: Raw -386902.396640 + Penalty 2700.484971 = -384201.911669
  nChanged 34
		SP:Iteration 12Q (157633.200000 sec): 3 clusters
  Score: Raw -386921.206426 + Penalty 2700.484971 = -384220.721454
  nChanged 29
		SP:Iteration 13Q (157633.350000 sec): 3 clusters
  Score: Raw -386936.865918 + Penalty 2700.484971 = -384236.380946
  nChanged 29
		SP:Iteration 14Q (157633.480000 sec): 3 clusters
  Score: Raw -386951.282258 + Penalty 2700.484971 = -384250.797287
  nChanged 24
		SP:Iteration 15Q (157633.600000 sec): 3 clusters
  Score: Raw -386963.228647 + Penalty 2700.484971 = -384262.743676
  nChanged 18
		SP:Iteration 16Q (157633.730000 sec): 3 clusters
  Score: Raw -386972.003669 + Penalty 2700.484971 = -384271.518697
  nChanged 17
		SP:Iteration 17Q (157633.860000 sec): 3 clusters
  Score: Raw -386977.950151 + Penalty 2700.484971 = -384277.465179
  nChanged 15
		SP:Iteration 18Q (157634.000000 sec): 3 clusters
  Score: Raw -386983.765696 + Penalty 2700.484971 = -384283.280724
  nChanged 13
		SP:Iteration 19Q (157634.140000 sec): 3 clusters
  Score: Raw -386991.146378 + Penalty 2700.484971 = -384290.661406
  nChanged 19
		SP:Iteration 20F (157634.280000 sec): 3 clusters
  Score: Raw -387000.672530 + Penalty 2700.484971 = -384300.187558
  nChanged 11
		SP:Iteration 21Q (157634.430000 sec): 3 clusters
  Score: Raw -387005.343085 + Penalty 2700.484971 = -384304.858114
  nChanged 8
		SP:Iteration 22Q (157634.570000 sec): 3 clusters
  Score: Raw -387009.149950 + Penalty 2700.484971 = -384308.664978
  nChanged 3
		SP:Iteration 23Q (157634.710000 sec): 3 clusters
  Score: Raw -387012.675378 + Penalty 2700.484971 = -384312.190406
  nChanged 7
		SP:Iteration 24Q (157634.850000 sec): 3 clusters
  Score: Raw -387021.238086 + Penalty 2700.484971 = -384320.753115
  nChanged 10
		SP:Iteration 25Q (157634.990000 sec): 3 clusters
  Score: Raw -387026.855823 + Penalty 2700.484971 = -384326.370852
  nChanged 7
		SP:Iteration 26Q (157635.130000 sec): 3 clusters
  Score: Raw -387028.860515 + Penalty 2700.484971 = -384328.375544
  nChanged 4
		SP:Iteration 27Q (157635.270000 sec): 3 clusters
  Score: Raw -387030.075123 + Penalty 2700.484971 = -384329.590152
  nChanged 1
		SP:Iteration 28Q (157635.420000 sec): 3 clusters
  Score: Raw -387031.325314 + Penalty 2700.484971 = -384330.840343
  nChanged 2
		SP:Iteration 29Q (157635.560000 sec): 3 clusters
  Score: Raw -387032.204359 + Penalty 2700.484971 = -384331.719388
  nChanged 3
		SP:Iteration 30Q (157635.700000 sec): 3 clusters
  Score: Raw -387034.043555 + Penalty 2700.484971 = -384333.558584
  nChanged 1
		SP:Iteration 31Q (157635.840000 sec): 3 clusters
  Score: Raw -387034.258080 + Penalty 2700.484971 = -384333.773108
  nChanged 1
		SP:Iteration 32Q (157635.980000 sec): 3 clusters
  Score: Raw -387034.639882 + Penalty 2700.484971 = -384334.154911
  nChanged 0
		SP:Iteration 33F (157636.130000 sec): 3 clusters
  Score: Raw -387034.639882 + Penalty 2700.484971 = -384334.154911
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 4 (8082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157636.240000 sec): 2 clusters
  Score: Raw -802781.153920 + Penalty 1462.076630 = -801319.077290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157636.400000 sec): 3 clusters
  Score: Raw -798297.048924 + Penalty 2924.153260 = -795372.895664
  nChanged 3480
		SP:Iteration 1F (157636.570000 sec): 3 clusters
  Score: Raw -800231.658520 + Penalty 2924.153260 = -797307.505260
  nChanged 580
		SP:Iteration 2F (157636.730000 sec): 3 clusters
  Score: Raw -800532.710519 + Penalty 2924.153260 = -797608.557260
  nChanged 456
		SP:Iteration 3F (157636.900000 sec): 3 clusters
  Score: Raw -800723.860769 + Penalty 2924.153260 = -797799.707510
  nChanged 367
		SP:Iteration 4Q (157637.060000 sec): 3 clusters
  Score: Raw -800869.990770 + Penalty 2924.153260 = -797945.837510
  nChanged 305
		SP:Iteration 5Q (157637.230000 sec): 3 clusters
  Score: Raw -800997.505240 + Penalty 2924.153260 = -798073.351980
  nChanged 295
		SP:Iteration 6Q (157637.390000 sec): 3 clusters
  Score: Raw -801132.471366 + Penalty 2924.153260 = -798208.318106
  nChanged 274
		SP:Iteration 7Q (157637.590000 sec): 3 clusters
  Score: Raw -801261.179638 + Penalty 2924.153260 = -798337.026378
  nChanged 257
		SP:Iteration 8Q (157637.760000 sec): 3 clusters
  Score: Raw -801380.520637 + Penalty 2924.153260 = -798456.367377
  nChanged 237
		SP:Iteration 9Q (157637.950000 sec): 3 clusters
  Score: Raw -801501.286536 + Penalty 2924.153260 = -798577.133276
  nChanged 251
		SP:Iteration 10Q (157638.130000 sec): 3 clusters
  Score: Raw -801648.198566 + Penalty 2924.153260 = -798724.045306
  nChanged 279
		SP:Iteration 11Q (157638.290000 sec): 3 clusters
  Score: Raw -801815.134258 + Penalty 2924.153260 = -798890.980998
  nChanged 271
		SP:Iteration 12Q (157638.490000 sec): 3 clusters
  Score: Raw -801993.054269 + Penalty 2924.153260 = -799068.901009
  nChanged 268
		SP:Iteration 13Q (157638.700000 sec): 3 clusters
  Score: Raw -802179.369904 + Penalty 2924.153260 = -799255.216644
  nChanged 226
		SP:Iteration 14Q (157638.880000 sec): 3 clusters
  Score: Raw -802338.030872 + Penalty 2924.153260 = -799413.877613
  nChanged 185
		SP:Iteration 15Q (157639.090000 sec): 3 clusters
  Score: Raw -802453.884753 + Penalty 2924.153260 = -799529.731493
  nChanged 150
		SP:Iteration 16Q (157639.290000 sec): 3 clusters
  Score: Raw -802546.688475 + Penalty 2924.153260 = -799622.535215
  nChanged 128
		SP:Iteration 17Q (157639.510000 sec): 3 clusters
  Score: Raw -802629.069316 + Penalty 2924.153260 = -799704.916056
  nChanged 109
		SP:Iteration 18Q (157639.700000 sec): 3 clusters
  Score: Raw -802706.486333 + Penalty 2924.153260 = -799782.333073
  nChanged 75
		SP:Iteration 19Q (157639.900000 sec): 3 clusters
  Score: Raw -802758.845428 + Penalty 2924.153260 = -799834.692168
  nChanged 76
		SP:Iteration 20F (157640.120000 sec): 3 clusters
  Score: Raw -802808.669311 + Penalty 2924.153260 = -799884.516051
  nChanged 69
		SP:Iteration 21Q (157640.320000 sec): 3 clusters
  Score: Raw -802860.855750 + Penalty 2924.153260 = -799936.702490
  nChanged 57
		SP:Iteration 22Q (157640.500000 sec): 3 clusters
  Score: Raw -802900.280410 + Penalty 2924.153260 = -799976.127150
  nChanged 34
		SP:Iteration 23Q (157640.680000 sec): 3 clusters
  Score: Raw -802921.138561 + Penalty 2924.153260 = -799996.985301
  nChanged 34
		SP:Iteration 24Q (157640.900000 sec): 3 clusters
  Score: Raw -802947.014075 + Penalty 2924.153260 = -800022.860815
  nChanged 28
		SP:Iteration 25Q (157641.060000 sec): 3 clusters
  Score: Raw -802968.525869 + Penalty 2924.153260 = -800044.372609
  nChanged 21
		SP:Iteration 26Q (157641.260000 sec): 3 clusters
  Score: Raw -802982.465941 + Penalty 2924.153260 = -800058.312681
  nChanged 19
		SP:Iteration 27Q (157641.440000 sec): 3 clusters
  Score: Raw -802997.811712 + Penalty 2924.153260 = -800073.658452
  nChanged 15
		SP:Iteration 28Q (157641.620000 sec): 3 clusters
  Score: Raw -803008.551452 + Penalty 2924.153260 = -800084.398192
  nChanged 11
		SP:Iteration 29Q (157641.800000 sec): 3 clusters
  Score: Raw -803016.860376 + Penalty 2924.153260 = -800092.707116
  nChanged 10
		SP:Iteration 30Q (157642.040000 sec): 3 clusters
  Score: Raw -803023.309461 + Penalty 2924.153260 = -800099.156201
  nChanged 6
		SP:Iteration 31Q (157642.230000 sec): 3 clusters
  Score: Raw -803027.380577 + Penalty 2924.153260 = -800103.227317
  nChanged 5
		SP:Iteration 32Q (157642.460000 sec): 3 clusters
  Score: Raw -803030.247860 + Penalty 2924.153260 = -800106.094600
  nChanged 5
		SP:Iteration 33Q (157642.640000 sec): 3 clusters
  Score: Raw -803032.305800 + Penalty 2924.153260 = -800108.152541
  nChanged 6
		SP:Iteration 34Q (157642.860000 sec): 3 clusters
  Score: Raw -803039.261059 + Penalty 2924.153260 = -800115.107799
  nChanged 5
		SP:Iteration 35Q (157643.080000 sec): 3 clusters
  Score: Raw -803042.153318 + Penalty 2924.153260 = -800118.000058
  nChanged 2
		SP:Iteration 36Q (157643.300000 sec): 3 clusters
  Score: Raw -803044.613801 + Penalty 2924.153260 = -800120.460541
  nChanged 7
		SP:Iteration 37Q (157643.500000 sec): 3 clusters
  Score: Raw -803048.663496 + Penalty 2924.153260 = -800124.510236
  nChanged 7
		SP:Iteration 38Q (157643.740000 sec): 3 clusters
  Score: Raw -803051.992596 + Penalty 2924.153260 = -800127.839336
  nChanged 3
		SP:Iteration 39Q (157643.940000 sec): 3 clusters
  Score: Raw -803054.087898 + Penalty 2924.153260 = -800129.934639
  nChanged 5
		SP:Iteration 40F (157644.140000 sec): 3 clusters
  Score: Raw -803057.091482 + Penalty 2924.153260 = -800132.938222
  nChanged 5
		SP:Iteration 41Q (157644.360000 sec): 3 clusters
  Score: Raw -803060.608963 + Penalty 2924.153260 = -800136.455703
  nChanged 6
		SP:Iteration 42Q (157644.570000 sec): 3 clusters
  Score: Raw -803064.549883 + Penalty 2924.153260 = -800140.396624
  nChanged 6
		SP:Iteration 43Q (157644.810000 sec): 3 clusters
  Score: Raw -803067.530512 + Penalty 2924.153260 = -800143.377252
  nChanged 3
		SP:Iteration 44Q (157645.000000 sec): 3 clusters
  Score: Raw -803069.334872 + Penalty 2924.153260 = -800145.181612
  nChanged 0
		SP:Iteration 45F (157645.260000 sec): 3 clusters
  Score: Raw -803069.334872 + Penalty 2924.153260 = -800145.181612
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 5 (4949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157645.340000 sec): 2 clusters
  Score: Raw -504582.390605 + Penalty 1382.377882 = -503200.012722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157645.550000 sec): 3 clusters
  Score: Raw -502010.888140 + Penalty 2764.755765 = -499246.132375
  nChanged 1990
		SP:Iteration 1F (157645.740000 sec): 3 clusters
  Score: Raw -503121.723785 + Penalty 2764.755765 = -500356.968020
  nChanged 368
		SP:Iteration 2F (157645.950000 sec): 3 clusters
  Score: Raw -503323.813783 + Penalty 2764.755765 = -500559.058018
  nChanged 278
		SP:Iteration 3F (157646.180000 sec): 3 clusters
  Score: Raw -503462.101848 + Penalty 2764.755765 = -500697.346083
  nChanged 220
		SP:Iteration 4Q (157646.330000 sec): 3 clusters
  Score: Raw -503564.494925 + Penalty 2764.755765 = -500799.739161
  nChanged 186
		SP:Iteration 5Q (157646.550000 sec): 3 clusters
  Score: Raw -503653.116944 + Penalty 2764.755765 = -500888.361179
  nChanged 157
		SP:Iteration 6Q (157646.750000 sec): 3 clusters
  Score: Raw -503726.376608 + Penalty 2764.755765 = -500961.620843
  nChanged 166
		SP:Iteration 7Q (157646.960000 sec): 3 clusters
  Score: Raw -503794.048079 + Penalty 2764.755765 = -501029.292314
  nChanged 146
		SP:Iteration 8Q (157647.170000 sec): 3 clusters
  Score: Raw -503847.006055 + Penalty 2764.755765 = -501082.250290
  nChanged 119
		SP:Iteration 9Q (157647.380000 sec): 3 clusters
  Score: Raw -503893.824588 + Penalty 2764.755765 = -501129.068823
  nChanged 108
		SP:Iteration 10Q (157647.560000 sec): 3 clusters
  Score: Raw -503932.989155 + Penalty 2764.755765 = -501168.233390
  nChanged 88
		SP:Iteration 11Q (157647.750000 sec): 3 clusters
  Score: Raw -503962.095707 + Penalty 2764.755765 = -501197.339942
  nChanged 75
		SP:Iteration 12Q (157647.970000 sec): 3 clusters
  Score: Raw -503992.693012 + Penalty 2764.755765 = -501227.937247
  nChanged 88
		SP:Iteration 13Q (157648.180000 sec): 3 clusters
  Score: Raw -504031.770072 + Penalty 2764.755765 = -501267.014307
  nChanged 94
		SP:Iteration 14Q (157648.350000 sec): 3 clusters
  Score: Raw -504071.768810 + Penalty 2764.755765 = -501307.013045
  nChanged 87
		SP:Iteration 15Q (157648.530000 sec): 3 clusters
  Score: Raw -504109.514336 + Penalty 2764.755765 = -501344.758571
  nChanged 79
		SP:Iteration 16Q (157648.750000 sec): 3 clusters
  Score: Raw -504144.644025 + Penalty 2764.755765 = -501379.888260
  nChanged 67
		SP:Iteration 17Q (157648.960000 sec): 3 clusters
  Score: Raw -504174.554649 + Penalty 2764.755765 = -501409.798884
  nChanged 76
		SP:Iteration 18Q (157649.130000 sec): 3 clusters
  Score: Raw -504206.108874 + Penalty 2764.755765 = -501441.353110
  nChanged 66
		SP:Iteration 19Q (157649.300000 sec): 3 clusters
  Score: Raw -504236.462346 + Penalty 2764.755765 = -501471.706582
  nChanged 68
		SP:Iteration 20F (157649.530000 sec): 3 clusters
  Score: Raw -504272.247214 + Penalty 2764.755765 = -501507.491449
  nChanged 72
		SP:Iteration 21Q (157649.700000 sec): 3 clusters
  Score: Raw -504306.803340 + Penalty 2764.755765 = -501542.047575
  nChanged 52
		SP:Iteration 22Q (157649.880000 sec): 3 clusters
  Score: Raw -504331.719478 + Penalty 2764.755765 = -501566.963714
  nChanged 41
		SP:Iteration 23Q (157650.070000 sec): 3 clusters
  Score: Raw -504350.992789 + Penalty 2764.755765 = -501586.237024
  nChanged 48
		SP:Iteration 24Q (157650.280000 sec): 3 clusters
  Score: Raw -504372.962797 + Penalty 2764.755765 = -501608.207032
  nChanged 56
		SP:Iteration 25Q (157650.460000 sec): 3 clusters
  Score: Raw -504399.848712 + Penalty 2764.755765 = -501635.092947
  nChanged 45
		SP:Iteration 26Q (157650.640000 sec): 3 clusters
  Score: Raw -504421.444470 + Penalty 2764.755765 = -501656.688705
  nChanged 43
		SP:Iteration 27Q (157650.860000 sec): 3 clusters
  Score: Raw -504445.626886 + Penalty 2764.755765 = -501680.871122
  nChanged 53
		SP:Iteration 28Q (157651.080000 sec): 3 clusters
  Score: Raw -504478.388769 + Penalty 2764.755765 = -501713.633004
  nChanged 49
		SP:Iteration 29Q (157651.250000 sec): 3 clusters
  Score: Raw -504507.120111 + Penalty 2764.755765 = -501742.364346
  nChanged 52
		SP:Iteration 30Q (157651.450000 sec): 3 clusters
  Score: Raw -504534.523006 + Penalty 2764.755765 = -501769.767242
  nChanged 46
		SP:Iteration 31Q (157651.650000 sec): 3 clusters
  Score: Raw -504561.382159 + Penalty 2764.755765 = -501796.626394
  nChanged 40
		SP:Iteration 32Q (157651.860000 sec): 3 clusters
  Score: Raw -504584.943838 + Penalty 2764.755765 = -501820.188074
  nChanged 30
		SP:Iteration 33Q (157652.030000 sec): 3 clusters
  Score: Raw -504603.905041 + Penalty 2764.755765 = -501839.149276
  nChanged 30
		SP:Iteration 34Q (157652.270000 sec): 3 clusters
  Score: Raw -504623.704159 + Penalty 2764.755765 = -501858.948394
  nChanged 30
		SP:Iteration 35Q (157652.470000 sec): 3 clusters
  Score: Raw -504642.192361 + Penalty 2764.755765 = -501877.436596
  nChanged 32
		SP:Iteration 36Q (157652.690000 sec): 3 clusters
  Score: Raw -504661.171618 + Penalty 2764.755765 = -501896.415853
  nChanged 29
		SP:Iteration 37Q (157652.890000 sec): 3 clusters
  Score: Raw -504681.161815 + Penalty 2764.755765 = -501916.406050
  nChanged 24
		SP:Iteration 38Q (157653.070000 sec): 3 clusters
  Score: Raw -504693.855819 + Penalty 2764.755765 = -501929.100054
  nChanged 10
		SP:Iteration 39Q (157653.290000 sec): 3 clusters
  Score: Raw -504702.177740 + Penalty 2764.755765 = -501937.421975
  nChanged 23
		SP:Iteration 40F (157653.520000 sec): 3 clusters
  Score: Raw -504717.991854 + Penalty 2764.755765 = -501953.236089
  nChanged 18
		SP:Iteration 41Q (157653.720000 sec): 3 clusters
  Score: Raw -504728.774619 + Penalty 2764.755765 = -501964.018855
  nChanged 13
		SP:Iteration 42Q (157653.910000 sec): 3 clusters
  Score: Raw -504736.433241 + Penalty 2764.755765 = -501971.677476
  nChanged 17
		SP:Iteration 43Q (157654.100000 sec): 3 clusters
  Score: Raw -504745.262244 + Penalty 2764.755765 = -501980.506479
  nChanged 6
		SP:Iteration 44Q (157654.320000 sec): 3 clusters
  Score: Raw -504747.822404 + Penalty 2764.755765 = -501983.066640
  nChanged 3
		SP:Iteration 45Q (157654.500000 sec): 3 clusters
  Score: Raw -504749.096036 + Penalty 2764.755765 = -501984.340271
  nChanged 4
		SP:Iteration 46Q (157654.740000 sec): 3 clusters
  Score: Raw -504752.975465 + Penalty 2764.755765 = -501988.219700
  nChanged 7
		SP:Iteration 47Q (157654.950000 sec): 3 clusters
  Score: Raw -504756.076766 + Penalty 2764.755765 = -501991.321001
  nChanged 2
		SP:Iteration 48Q (157655.130000 sec): 3 clusters
  Score: Raw -504757.485260 + Penalty 2764.755765 = -501992.729495
  nChanged 3
		SP:Iteration 49Q (157655.380000 sec): 3 clusters
  Score: Raw -504758.149923 + Penalty 2764.755765 = -501993.394158
  nChanged 2
		SP:Iteration 50Q (157655.550000 sec): 3 clusters
  Score: Raw -504758.629439 + Penalty 2764.755765 = -501993.873674
  nChanged 1
		SP:Iteration 51Q (157655.750000 sec): 3 clusters
  Score: Raw -504759.039495 + Penalty 2764.755765 = -501994.283731
  nChanged 1
		SP:Iteration 52Q (157655.940000 sec): 3 clusters
  Score: Raw -504759.700434 + Penalty 2764.755765 = -501994.944669
  nChanged 0
		SP:Iteration 53F (157656.140000 sec): 3 clusters
  Score: Raw -504759.700434 + Penalty 2764.755765 = -501994.944669
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 6 (2693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157656.230000 sec): 2 clusters
  Score: Raw -269794.094056 + Penalty 1283.491803 = -268510.602253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157656.420000 sec): 3 clusters
  Score: Raw -268557.771564 + Penalty 2566.983605 = -265990.787959
  nChanged 1020
		SP:Iteration 1F (157656.610000 sec): 3 clusters
  Score: Raw -269213.922647 + Penalty 2566.983605 = -266646.939042
  nChanged 236
		SP:Iteration 2F (157656.760000 sec): 3 clusters
  Score: Raw -269389.291319 + Penalty 2566.983605 = -266822.307714
  nChanged 174
		SP:Iteration 3F (157656.970000 sec): 3 clusters
  Score: Raw -269558.042187 + Penalty 2566.983605 = -266991.058582
  nChanged 163
		SP:Iteration 4F (157657.120000 sec): 3 clusters
  Score: Raw -269706.723923 + Penalty 2566.983605 = -267139.740318
  nChanged 160
		SP:Iteration 5F (157657.270000 sec): 3 clusters
  Score: Raw -269901.245477 + Penalty 2566.983605 = -267334.261872
  nChanged 183
		SP:Iteration 6F (157657.460000 sec): 3 clusters
  Score: Raw -270146.642971 + Penalty 2566.983605 = -267579.659366
  nChanged 180
		SP:Iteration 7F (157657.660000 sec): 3 clusters
  Score: Raw -270444.669159 + Penalty 2566.983605 = -267877.685554
  nChanged 166
		SP:Iteration 8F (157657.850000 sec): 3 clusters
  Score: Raw -270699.845094 + Penalty 2566.983605 = -268132.861489
  nChanged 113
		SP:Iteration 9Q (157658.030000 sec): 3 clusters
  Score: Raw -270816.769583 + Penalty 2566.983605 = -268249.785978
  nChanged 70
		SP:Iteration 10Q (157658.200000 sec): 3 clusters
  Score: Raw -270870.899701 + Penalty 2566.983605 = -268303.916095
  nChanged 45
		SP:Iteration 11Q (157658.350000 sec): 3 clusters
  Score: Raw -270899.378298 + Penalty 2566.983605 = -268332.394693
  nChanged 23
		SP:Iteration 12Q (157658.530000 sec): 3 clusters
  Score: Raw -270911.159029 + Penalty 2566.983605 = -268344.175424
  nChanged 25
		SP:Iteration 13Q (157658.700000 sec): 3 clusters
  Score: Raw -270921.240151 + Penalty 2566.983605 = -268354.256546
  nChanged 15
		SP:Iteration 14Q (157658.890000 sec): 3 clusters
  Score: Raw -270929.325253 + Penalty 2566.983605 = -268362.341648
  nChanged 12
		SP:Iteration 15Q (157659.090000 sec): 3 clusters
  Score: Raw -270935.092602 + Penalty 2566.983605 = -268368.108997
  nChanged 9
		SP:Iteration 16Q (157659.270000 sec): 3 clusters
  Score: Raw -270939.722632 + Penalty 2566.983605 = -268372.739027
  nChanged 8
		SP:Iteration 17Q (157659.410000 sec): 3 clusters
  Score: Raw -270943.111316 + Penalty 2566.983605 = -268376.127711
  nChanged 6
		SP:Iteration 18Q (157659.600000 sec): 3 clusters
  Score: Raw -270945.345162 + Penalty 2566.983605 = -268378.361557
  nChanged 2
		SP:Iteration 19Q (157659.830000 sec): 3 clusters
  Score: Raw -270945.955876 + Penalty 2566.983605 = -268378.972271
  nChanged 1
		SP:Iteration 20F (157660.010000 sec): 3 clusters
  Score: Raw -270946.277114 + Penalty 2566.983605 = -268379.293509
  nChanged 1
		SP:Iteration 21Q (157660.170000 sec): 3 clusters
  Score: Raw -270946.456358 + Penalty 2566.983605 = -268379.472753
  nChanged 0
		SP:Iteration 22F (157660.350000 sec): 3 clusters
  Score: Raw -270946.456358 + Penalty 2566.983605 = -268379.472753
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 7 (408999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157662.050000 sec): 2 clusters
  Score: Raw -42822789.761208 + Penalty 2099.738548 = -42820690.022660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157664.070000 sec): 3 clusters
  Score: Raw -42547697.373293 + Penalty 4199.477097 = -42543497.896196
  nChanged 200335
		SP:Iteration 1F (157666.160000 sec): 3 clusters
  Score: Raw -42668380.807841 + Penalty 4199.477097 = -42664181.330744
  nChanged 11108
		SP:Iteration 2Q (157668.830000 sec): 3 clusters
  Score: Raw -42670921.033920 + Penalty 4199.477097 = -42666721.556823
  nChanged 13536
		SP:Iteration 3Q (157671.410000 sec): 3 clusters
  Score: Raw -42675121.732898 + Penalty 4199.477097 = -42670922.255801
  nChanged 17985
		SP:Iteration 4Q (157673.890000 sec): 3 clusters
  Score: Raw -42682828.228104 + Penalty 4199.477097 = -42678628.751007
  nChanged 24536
		SP:Iteration 5F (157675.890000 sec): 3 clusters
  Score: Raw -42697155.511326 + Penalty 4199.477097 = -42692956.034229
  nChanged 32210
		SP:Iteration 6F (157677.760000 sec): 3 clusters
  Score: Raw -42721885.705426 + Penalty 4199.477097 = -42717686.228329
  nChanged 36606
		SP:Iteration 7F (157679.780000 sec): 3 clusters
  Score: Raw -42755524.995221 + Penalty 4199.477097 = -42751325.518125
  nChanged 32311
		SP:Iteration 8F (157681.770000 sec): 3 clusters
  Score: Raw -42787326.603972 + Penalty 4199.477097 = -42783127.126875
  nChanged 20746
		SP:Iteration 9F (157683.790000 sec): 3 clusters
  Score: Raw -42807324.259368 + Penalty 4199.477097 = -42803124.782271
  nChanged 10500
		SP:Iteration 10Q (157685.560000 sec): 3 clusters
  Score: Raw -42816880.825115 + Penalty 4199.477097 = -42812681.348019
  nChanged 4515
		SP:Iteration 11Q (157687.370000 sec): 3 clusters
  Score: Raw -42820675.766406 + Penalty 4199.477097 = -42816476.289309
  nChanged 1740
		SP:Iteration 12Q (157689.160000 sec): 3 clusters
  Score: Raw -42822102.137927 + Penalty 4199.477097 = -42817902.660830
  nChanged 642
		SP:Iteration 13Q (157690.820000 sec): 3 clusters
  Score: Raw -42822653.186031 + Penalty 4199.477097 = -42818453.708934
  nChanged 221
		SP:Iteration 14Q (157692.440000 sec): 3 clusters
  Score: Raw -42822867.498078 + Penalty 4199.477097 = -42818668.020982
  nChanged 122
		SP:Iteration 15Q (157694.220000 sec): 3 clusters
  Score: Raw -42822984.051365 + Penalty 4199.477097 = -42818784.574268
  nChanged 59
		SP:Iteration 16Q (157696.020000 sec): 3 clusters
  Score: Raw -42823030.817360 + Penalty 4199.477097 = -42818831.340263
  nChanged 36
		SP:Iteration 17Q (157697.690000 sec): 3 clusters
  Score: Raw -42823059.101561 + Penalty 4199.477097 = -42818859.624465
  nChanged 24
		SP:Iteration 18Q (157699.290000 sec): 3 clusters
  Score: Raw -42823078.822205 + Penalty 4199.477097 = -42818879.345108
  nChanged 18
		SP:Iteration 19Q (157701.070000 sec): 3 clusters
  Score: Raw -42823093.382596 + Penalty 4199.477097 = -42818893.905499
  nChanged 15
		SP:Iteration 20F (157703.360000 sec): 3 clusters
  Score: Raw -42823108.153030 + Penalty 4199.477097 = -42818908.675933
  nChanged 10
		SP:Iteration 21Q (157705.420000 sec): 3 clusters
  Score: Raw -42823115.047967 + Penalty 4199.477097 = -42818915.570870
  nChanged 8
		SP:Iteration 22Q (157707.310000 sec): 3 clusters
  Score: Raw -42823119.453827 + Penalty 4199.477097 = -42818919.976730
  nChanged 4
		SP:Iteration 23Q (157708.980000 sec): 3 clusters
  Score: Raw -42823121.673710 + Penalty 4199.477097 = -42818922.196613
  nChanged 3
		SP:Iteration 24Q (157710.810000 sec): 3 clusters
  Score: Raw -42823123.263943 + Penalty 4199.477097 = -42818923.786846
  nChanged 2
		SP:Iteration 25Q (157712.750000 sec): 3 clusters
  Score: Raw -42823124.302186 + Penalty 4199.477097 = -42818924.825089
  nChanged 1
		SP:Iteration 26Q (157714.550000 sec): 3 clusters
  Score: Raw -42823124.714554 + Penalty 4199.477097 = -42818925.237457
  nChanged 2
		SP:Iteration 27Q (157716.170000 sec): 3 clusters
  Score: Raw -42823126.182382 + Penalty 4199.477097 = -42818926.705285
  nChanged 4
		SP:Iteration 28Q (157717.810000 sec): 3 clusters
  Score: Raw -42823129.714504 + Penalty 4199.477097 = -42818930.237407
  nChanged 2
		SP:Iteration 29Q (157719.530000 sec): 3 clusters
  Score: Raw -42823130.534057 + Penalty 4199.477097 = -42818931.056960
  nChanged 0
		SP:Iteration 30F (157721.540000 sec): 3 clusters
  Score: Raw -42823130.534057 + Penalty 4199.477097 = -42818931.056960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 8 (23815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157722.000000 sec): 2 clusters
  Score: Raw -2551317.115294 + Penalty 1637.686523 = -2549679.428771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157722.380000 sec): 3 clusters
  Score: Raw -2536878.514651 + Penalty 3275.373047 = -2533603.141604
  nChanged 10753
		SP:Iteration 1F (157722.720000 sec): 3 clusters
  Score: Raw -2542795.403520 + Penalty 3275.373047 = -2539520.030473
  nChanged 1049
		SP:Iteration 2Q (157723.030000 sec): 3 clusters
  Score: Raw -2543146.498439 + Penalty 3275.373047 = -2539871.125392
  nChanged 995
		SP:Iteration 3Q (157723.330000 sec): 3 clusters
  Score: Raw -2543475.364729 + Penalty 3275.373047 = -2540199.991682
  nChanged 957
		SP:Iteration 4Q (157723.660000 sec): 3 clusters
  Score: Raw -2543854.259547 + Penalty 3275.373047 = -2540578.886500
  nChanged 963
		SP:Iteration 5Q (157723.980000 sec): 3 clusters
  Score: Raw -2544270.807058 + Penalty 3275.373047 = -2540995.434012
  nChanged 1019
		SP:Iteration 6Q (157724.300000 sec): 3 clusters
  Score: Raw -2544809.098900 + Penalty 3275.373047 = -2541533.725853
  nChanged 1193
		SP:Iteration 7F (157724.640000 sec): 3 clusters
  Score: Raw -2545515.513130 + Penalty 3275.373047 = -2542240.140083
  nChanged 1264
		SP:Iteration 8F (157724.940000 sec): 3 clusters
  Score: Raw -2546366.865114 + Penalty 3275.373047 = -2543091.492067
  nChanged 1377
		SP:Iteration 9F (157725.250000 sec): 3 clusters
  Score: Raw -2547359.117840 + Penalty 3275.373047 = -2544083.744793
  nChanged 1353
		SP:Iteration 10F (157725.520000 sec): 3 clusters
  Score: Raw -2548409.400238 + Penalty 3275.373047 = -2545134.027191
  nChanged 1209
		SP:Iteration 11F (157725.840000 sec): 3 clusters
  Score: Raw -2549374.544388 + Penalty 3275.373047 = -2546099.171341
  nChanged 967
		SP:Iteration 12Q (157726.200000 sec): 3 clusters
  Score: Raw -2550159.517735 + Penalty 3275.373047 = -2546884.144688
  nChanged 674
		SP:Iteration 13Q (157726.510000 sec): 3 clusters
  Score: Raw -2550703.807463 + Penalty 3275.373047 = -2547428.434416
  nChanged 430
		SP:Iteration 14Q (157726.800000 sec): 3 clusters
  Score: Raw -2551026.307550 + Penalty 3275.373047 = -2547750.934503
  nChanged 240
		SP:Iteration 15Q (157727.030000 sec): 3 clusters
  Score: Raw -2551195.131613 + Penalty 3275.373047 = -2547919.758566
  nChanged 152
		SP:Iteration 16Q (157727.330000 sec): 3 clusters
  Score: Raw -2551301.262165 + Penalty 3275.373047 = -2548025.889118
  nChanged 94
		SP:Iteration 17Q (157727.600000 sec): 3 clusters
  Score: Raw -2551372.204436 + Penalty 3275.373047 = -2548096.831389
  nChanged 63
		SP:Iteration 18Q (157727.880000 sec): 3 clusters
  Score: Raw -2551427.361311 + Penalty 3275.373047 = -2548151.988264
  nChanged 52
		SP:Iteration 19Q (157728.170000 sec): 3 clusters
  Score: Raw -2551473.342655 + Penalty 3275.373047 = -2548197.969608
  nChanged 41
		SP:Iteration 20F (157728.490000 sec): 3 clusters
  Score: Raw -2551509.561456 + Penalty 3275.373047 = -2548234.188409
  nChanged 33
		SP:Iteration 21Q (157728.740000 sec): 3 clusters
  Score: Raw -2551538.932961 + Penalty 3275.373047 = -2548263.559914
  nChanged 23
		SP:Iteration 22Q (157729.020000 sec): 3 clusters
  Score: Raw -2551556.730089 + Penalty 3275.373047 = -2548281.357042
  nChanged 20
		SP:Iteration 23Q (157729.300000 sec): 3 clusters
  Score: Raw -2551571.938520 + Penalty 3275.373047 = -2548296.565473
  nChanged 10
		SP:Iteration 24Q (157729.590000 sec): 3 clusters
  Score: Raw -2551580.820942 + Penalty 3275.373047 = -2548305.447895
  nChanged 6
		SP:Iteration 25Q (157729.870000 sec): 3 clusters
  Score: Raw -2551584.379259 + Penalty 3275.373047 = -2548309.006212
  nChanged 5
		SP:Iteration 26Q (157730.170000 sec): 3 clusters
  Score: Raw -2551588.587233 + Penalty 3275.373047 = -2548313.214186
  nChanged 6
		SP:Iteration 27Q (157730.490000 sec): 3 clusters
  Score: Raw -2551592.028180 + Penalty 3275.373047 = -2548316.655134
  nChanged 4
		SP:Iteration 28Q (157730.810000 sec): 3 clusters
  Score: Raw -2551594.284711 + Penalty 3275.373047 = -2548318.911664
  nChanged 1
		SP:Iteration 29Q (157731.110000 sec): 3 clusters
  Score: Raw -2551594.815616 + Penalty 3275.373047 = -2548319.442569
  nChanged 0
		SP:Iteration 30F (157731.430000 sec): 3 clusters
  Score: Raw -2551594.815616 + Penalty 3275.373047 = -2548319.442569
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 9 (22444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157731.590000 sec): 2 clusters
  Score: Raw -2215414.481435 + Penalty 1628.051522 = -2213786.429913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157731.880000 sec): 3 clusters
  Score: Raw -2201808.481745 + Penalty 3256.103044 = -2198552.378701
  nChanged 10186
		SP:Iteration 1F (157732.150000 sec): 3 clusters
  Score: Raw -2207280.717337 + Penalty 3256.103044 = -2204024.614293
  nChanged 1086
		SP:Iteration 2Q (157732.520000 sec): 3 clusters
  Score: Raw -2207654.573521 + Penalty 3256.103044 = -2204398.470477
  nChanged 1037
		SP:Iteration 3Q (157732.830000 sec): 3 clusters
  Score: Raw -2208021.520679 + Penalty 3256.103044 = -2204765.417635
  nChanged 976
		SP:Iteration 4Q (157733.110000 sec): 3 clusters
  Score: Raw -2208403.907151 + Penalty 3256.103044 = -2205147.804107
  nChanged 970
		SP:Iteration 5Q (157733.440000 sec): 3 clusters
  Score: Raw -2208796.260904 + Penalty 3256.103044 = -2205540.157860
  nChanged 943
		SP:Iteration 6Q (157733.710000 sec): 3 clusters
  Score: Raw -2209241.936148 + Penalty 3256.103044 = -2205985.833104
  nChanged 1057
		SP:Iteration 7Q (157734.060000 sec): 3 clusters
  Score: Raw -2209782.862535 + Penalty 3256.103044 = -2206526.759491
  nChanged 1098
		SP:Iteration 8Q (157734.360000 sec): 3 clusters
  Score: Raw -2210373.045213 + Penalty 3256.103044 = -2207116.942169
  nChanged 1192
		SP:Iteration 9F (157734.670000 sec): 3 clusters
  Score: Raw -2211051.480074 + Penalty 3256.103044 = -2207795.377030
  nChanged 1225
		SP:Iteration 10F (157734.880000 sec): 3 clusters
  Score: Raw -2211897.510127 + Penalty 3256.103044 = -2208641.407083
  nChanged 1286
		SP:Iteration 11F (157735.230000 sec): 3 clusters
  Score: Raw -2212934.920511 + Penalty 3256.103044 = -2209678.817467
  nChanged 1143
		SP:Iteration 12F (157735.460000 sec): 3 clusters
  Score: Raw -2213841.735240 + Penalty 3256.103044 = -2210585.632196
  nChanged 881
		SP:Iteration 13Q (157735.810000 sec): 3 clusters
  Score: Raw -2214415.177618 + Penalty 3256.103044 = -2211159.074574
  nChanged 630
		SP:Iteration 14Q (157736.070000 sec): 3 clusters
  Score: Raw -2214712.362187 + Penalty 3256.103044 = -2211456.259143
  nChanged 456
		SP:Iteration 15Q (157736.410000 sec): 3 clusters
  Score: Raw -2214889.899834 + Penalty 3256.103044 = -2211633.796790
  nChanged 376
		SP:Iteration 16Q (157736.700000 sec): 3 clusters
  Score: Raw -2215044.358467 + Penalty 3256.103044 = -2211788.255423
  nChanged 297
		SP:Iteration 17Q (157737.030000 sec): 3 clusters
  Score: Raw -2215157.303858 + Penalty 3256.103044 = -2211901.200814
  nChanged 277
		SP:Iteration 18Q (157737.410000 sec): 3 clusters
  Score: Raw -2215245.687374 + Penalty 3256.103044 = -2211989.584330
  nChanged 228
		SP:Iteration 19Q (157737.740000 sec): 3 clusters
  Score: Raw -2215308.692604 + Penalty 3256.103044 = -2212052.589560
  nChanged 175
		SP:Iteration 20F (157738.060000 sec): 3 clusters
  Score: Raw -2215347.758480 + Penalty 3256.103044 = -2212091.655436
  nChanged 146
		SP:Iteration 21Q (157738.400000 sec): 3 clusters
  Score: Raw -2215375.474960 + Penalty 3256.103044 = -2212119.371916
  nChanged 115
		SP:Iteration 22Q (157738.710000 sec): 3 clusters
  Score: Raw -2215394.929833 + Penalty 3256.103044 = -2212138.826789
  nChanged 93
		SP:Iteration 23Q (157738.990000 sec): 3 clusters
  Score: Raw -2215407.473965 + Penalty 3256.103044 = -2212151.370921
  nChanged 85
		SP:Iteration 24Q (157739.290000 sec): 3 clusters
  Score: Raw -2215420.803026 + Penalty 3256.103044 = -2212164.699982
  nChanged 76
		SP:Iteration 25Q (157739.560000 sec): 3 clusters
  Score: Raw -2215432.145990 + Penalty 3256.103044 = -2212176.042946
  nChanged 70
		SP:Iteration 26Q (157739.900000 sec): 3 clusters
  Score: Raw -2215444.338791 + Penalty 3256.103044 = -2212188.235747
  nChanged 88
		SP:Iteration 27Q (157740.260000 sec): 3 clusters
  Score: Raw -2215458.371597 + Penalty 3256.103044 = -2212202.268553
  nChanged 68
		SP:Iteration 28Q (157740.550000 sec): 3 clusters
  Score: Raw -2215471.282107 + Penalty 3256.103044 = -2212215.179063
  nChanged 76
		SP:Iteration 29Q (157740.910000 sec): 3 clusters
  Score: Raw -2215484.147434 + Penalty 3256.103044 = -2212228.044390
  nChanged 76
		SP:Iteration 30Q (157741.230000 sec): 3 clusters
  Score: Raw -2215496.854593 + Penalty 3256.103044 = -2212240.751549
  nChanged 64
		SP:Iteration 31Q (157741.600000 sec): 3 clusters
  Score: Raw -2215506.749677 + Penalty 3256.103044 = -2212250.646633
  nChanged 64
		SP:Iteration 32Q (157741.900000 sec): 3 clusters
  Score: Raw -2215515.603226 + Penalty 3256.103044 = -2212259.500182
  nChanged 71
		SP:Iteration 33Q (157742.170000 sec): 3 clusters
  Score: Raw -2215526.077247 + Penalty 3256.103044 = -2212269.974203
  nChanged 61
		SP:Iteration 34Q (157742.520000 sec): 3 clusters
  Score: Raw -2215533.311085 + Penalty 3256.103044 = -2212277.208041
  nChanged 50
		SP:Iteration 35Q (157742.830000 sec): 3 clusters
  Score: Raw -2215538.702770 + Penalty 3256.103044 = -2212282.599726
  nChanged 37
		SP:Iteration 36Q (157743.140000 sec): 3 clusters
  Score: Raw -2215542.975565 + Penalty 3256.103044 = -2212286.872521
  nChanged 45
		SP:Iteration 37Q (157743.460000 sec): 3 clusters
  Score: Raw -2215548.515969 + Penalty 3256.103044 = -2212292.412925
  nChanged 28
		SP:Iteration 38Q (157743.750000 sec): 3 clusters
  Score: Raw -2215551.065091 + Penalty 3256.103044 = -2212294.962047
  nChanged 26
		SP:Iteration 39Q (157744.040000 sec): 3 clusters
  Score: Raw -2215553.122160 + Penalty 3256.103044 = -2212297.019116
  nChanged 17
		SP:Iteration 40F (157744.340000 sec): 3 clusters
  Score: Raw -2215554.271941 + Penalty 3256.103044 = -2212298.168897
  nChanged 16
		SP:Iteration 41Q (157744.630000 sec): 3 clusters
  Score: Raw -2215555.198915 + Penalty 3256.103044 = -2212299.095871
  nChanged 18
		SP:Iteration 42Q (157744.940000 sec): 3 clusters
  Score: Raw -2215556.482733 + Penalty 3256.103044 = -2212300.379689
  nChanged 14
		SP:Iteration 43Q (157745.200000 sec): 3 clusters
  Score: Raw -2215557.290043 + Penalty 3256.103044 = -2212301.186999
  nChanged 9
		SP:Iteration 44Q (157745.540000 sec): 3 clusters
  Score: Raw -2215557.840788 + Penalty 3256.103044 = -2212301.737744
  nChanged 8
		SP:Iteration 45Q (157745.840000 sec): 3 clusters
  Score: Raw -2215558.205533 + Penalty 3256.103044 = -2212302.102489
  nChanged 6
		SP:Iteration 46Q (157746.200000 sec): 3 clusters
  Score: Raw -2215558.455382 + Penalty 3256.103044 = -2212302.352338
  nChanged 2
		SP:Iteration 47Q (157746.560000 sec): 3 clusters
  Score: Raw -2215558.578974 + Penalty 3256.103044 = -2212302.475930
  nChanged 4
		SP:Iteration 48Q (157746.840000 sec): 3 clusters
  Score: Raw -2215558.726624 + Penalty 3256.103044 = -2212302.623580
  nChanged 3
		SP:Iteration 49Q (157747.160000 sec): 3 clusters
  Score: Raw -2215558.938121 + Penalty 3256.103044 = -2212302.835077
  nChanged 5
		SP:Iteration 50Q (157747.510000 sec): 3 clusters
  Score: Raw -2215559.153210 + Penalty 3256.103044 = -2212303.050166
  nChanged 8
		SP:Iteration 51Q (157747.860000 sec): 3 clusters
  Score: Raw -2215559.433922 + Penalty 3256.103044 = -2212303.330878
  nChanged 5
		SP:Iteration 52Q (157748.160000 sec): 3 clusters
  Score: Raw -2215559.744935 + Penalty 3256.103044 = -2212303.641891
  nChanged 6
		SP:Iteration 53Q (157748.520000 sec): 3 clusters
  Score: Raw -2215560.121585 + Penalty 3256.103044 = -2212304.018541
  nChanged 5
		SP:Iteration 54Q (157748.810000 sec): 3 clusters
  Score: Raw -2215560.477843 + Penalty 3256.103044 = -2212304.374799
  nChanged 6
		SP:Iteration 55Q (157749.160000 sec): 3 clusters
  Score: Raw -2215560.860276 + Penalty 3256.103044 = -2212304.757232
  nChanged 6
		SP:Iteration 56Q (157749.430000 sec): 3 clusters
  Score: Raw -2215561.030706 + Penalty 3256.103044 = -2212304.927662
  nChanged 3
		SP:Iteration 57Q (157749.740000 sec): 3 clusters
  Score: Raw -2215561.336490 + Penalty 3256.103044 = -2212305.233446
  nChanged 5
		SP:Iteration 58Q (157750.010000 sec): 3 clusters
  Score: Raw -2215561.592018 + Penalty 3256.103044 = -2212305.488974
  nChanged 4
		SP:Iteration 59Q (157750.330000 sec): 3 clusters
  Score: Raw -2215561.722636 + Penalty 3256.103044 = -2212305.619592
  nChanged 2
		SP:Iteration 60F (157750.600000 sec): 3 clusters
  Score: Raw -2215561.832537 + Penalty 3256.103044 = -2212305.729493
  nChanged 3
		SP:Iteration 61Q (157750.980000 sec): 3 clusters
  Score: Raw -2215562.024523 + Penalty 3256.103044 = -2212305.921479
  nChanged 3
		SP:Iteration 62Q (157751.300000 sec): 3 clusters
  Score: Raw -2215562.213886 + Penalty 3256.103044 = -2212306.110842
  nChanged 2
		SP:Iteration 63Q (157751.650000 sec): 3 clusters
  Score: Raw -2215562.280079 + Penalty 3256.103044 = -2212306.177035
  nChanged 3
		SP:Iteration 64Q (157751.950000 sec): 3 clusters
  Score: Raw -2215562.425632 + Penalty 3256.103044 = -2212306.322588
  nChanged 2
		SP:Iteration 65Q (157752.340000 sec): 3 clusters
  Score: Raw -2215562.484710 + Penalty 3256.103044 = -2212306.381666
  nChanged 1
		SP:Iteration 66Q (157752.710000 sec): 3 clusters
  Score: Raw -2215562.507932 + Penalty 3256.103044 = -2212306.404888
  nChanged 1
		SP:Iteration 67Q (157753.070000 sec): 3 clusters
  Score: Raw -2215562.603073 + Penalty 3256.103044 = -2212306.500029
  nChanged 2
		SP:Iteration 68Q (157753.400000 sec): 3 clusters
  Score: Raw -2215562.696081 + Penalty 3256.103044 = -2212306.593037
  nChanged 0
		SP:Iteration 69F (157753.740000 sec): 3 clusters
  Score: Raw -2215562.696081 + Penalty 3256.103044 = -2212306.593037
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 10 (3971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157753.860000 sec): 2 clusters
  Score: Raw -378326.710705 + Penalty 1346.600650 = -376980.110055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157754.040000 sec): 3 clusters
  Score: Raw -376364.183623 + Penalty 2693.201300 = -373670.982323
  nChanged 1601
		SP:Iteration 1F (157754.200000 sec): 3 clusters
  Score: Raw -377364.926697 + Penalty 2693.201300 = -374671.725397
  nChanged 358
		SP:Iteration 2F (157754.360000 sec): 3 clusters
  Score: Raw -377635.710442 + Penalty 2693.201300 = -374942.509142
  nChanged 280
		SP:Iteration 3F (157754.510000 sec): 3 clusters
  Score: Raw -377851.169727 + Penalty 2693.201300 = -375157.968427
  nChanged 230
		SP:Iteration 4F (157754.680000 sec): 3 clusters
  Score: Raw -378020.399048 + Penalty 2693.201300 = -375327.197748
  nChanged 197
		SP:Iteration 5Q (157754.840000 sec): 3 clusters
  Score: Raw -378158.835069 + Penalty 2693.201300 = -375465.633769
  nChanged 161
		SP:Iteration 6Q (157755.040000 sec): 3 clusters
  Score: Raw -378277.838376 + Penalty 2693.201300 = -375584.637076
  nChanged 146
		SP:Iteration 7Q (157755.250000 sec): 3 clusters
  Score: Raw -378368.516283 + Penalty 2693.201300 = -375675.314983
  nChanged 112
		SP:Iteration 8Q (157755.400000 sec): 3 clusters
  Score: Raw -378449.110049 + Penalty 2693.201300 = -375755.908749
  nChanged 102
		SP:Iteration 9Q (157755.620000 sec): 3 clusters
  Score: Raw -378514.842373 + Penalty 2693.201300 = -375821.641073
  nChanged 87
		SP:Iteration 10Q (157755.810000 sec): 3 clusters
  Score: Raw -378560.907703 + Penalty 2693.201300 = -375867.706402
  nChanged 73
		SP:Iteration 11Q (157755.940000 sec): 3 clusters
  Score: Raw -378600.066693 + Penalty 2693.201300 = -375906.865393
  nChanged 49
		SP:Iteration 12Q (157756.090000 sec): 3 clusters
  Score: Raw -378623.379633 + Penalty 2693.201300 = -375930.178333
  nChanged 47
		SP:Iteration 13Q (157756.240000 sec): 3 clusters
  Score: Raw -378644.472504 + Penalty 2693.201300 = -375951.271204
  nChanged 39
		SP:Iteration 14Q (157756.390000 sec): 3 clusters
  Score: Raw -378659.243941 + Penalty 2693.201300 = -375966.042641
  nChanged 25
		SP:Iteration 15Q (157756.600000 sec): 3 clusters
  Score: Raw -378667.462693 + Penalty 2693.201300 = -375974.261393
  nChanged 19
		SP:Iteration 16Q (157756.800000 sec): 3 clusters
  Score: Raw -378671.830143 + Penalty 2693.201300 = -375978.628842
  nChanged 8
		SP:Iteration 17Q (157757.050000 sec): 3 clusters
  Score: Raw -378673.228487 + Penalty 2693.201300 = -375980.027187
  nChanged 6
		SP:Iteration 18Q (157757.190000 sec): 3 clusters
  Score: Raw -378674.437979 + Penalty 2693.201300 = -375981.236679
  nChanged 5
		SP:Iteration 19Q (157757.400000 sec): 3 clusters
  Score: Raw -378676.567767 + Penalty 2693.201300 = -375983.366466
  nChanged 8
		SP:Iteration 20F (157757.590000 sec): 3 clusters
  Score: Raw -378678.687483 + Penalty 2693.201300 = -375985.486183
  nChanged 11
		SP:Iteration 21Q (157757.820000 sec): 3 clusters
  Score: Raw -378682.453105 + Penalty 2693.201300 = -375989.251805
  nChanged 10
		SP:Iteration 22Q (157757.980000 sec): 3 clusters
  Score: Raw -378685.733268 + Penalty 2693.201300 = -375992.531968
  nChanged 8
		SP:Iteration 23Q (157758.150000 sec): 3 clusters
  Score: Raw -378687.881744 + Penalty 2693.201300 = -375994.680444
  nChanged 5
		SP:Iteration 24Q (157758.380000 sec): 3 clusters
  Score: Raw -378688.745812 + Penalty 2693.201300 = -375995.544512
  nChanged 1
		SP:Iteration 25Q (157758.630000 sec): 3 clusters
  Score: Raw -378688.849994 + Penalty 2693.201300 = -375995.648694
  nChanged 0
		SP:Iteration 26F (157758.810000 sec): 3 clusters
  Score: Raw -378688.849994 + Penalty 2693.201300 = -375995.648694
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 11 (7109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157758.930000 sec): 2 clusters
  Score: Raw -707739.357066 + Penalty 1441.231491 = -706298.125575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157759.180000 sec): 3 clusters
  Score: Raw -703896.313139 + Penalty 2882.462981 = -701013.850158
  nChanged 3012
		SP:Iteration 1F (157759.370000 sec): 3 clusters
  Score: Raw -705581.881651 + Penalty 2882.462981 = -702699.418670
  nChanged 460
		SP:Iteration 2F (157759.640000 sec): 3 clusters
  Score: Raw -705844.971218 + Penalty 2882.462981 = -702962.508237
  nChanged 435
		SP:Iteration 3F (157759.820000 sec): 3 clusters
  Score: Raw -706101.443609 + Penalty 2882.462981 = -703218.980628
  nChanged 385
		SP:Iteration 4F (157759.980000 sec): 3 clusters
  Score: Raw -706353.756797 + Penalty 2882.462981 = -703471.293816
  nChanged 384
		SP:Iteration 5F (157760.220000 sec): 3 clusters
  Score: Raw -706606.658986 + Penalty 2882.462981 = -703724.196004
  nChanged 377
		SP:Iteration 6F (157760.410000 sec): 3 clusters
  Score: Raw -706824.251246 + Penalty 2882.462981 = -703941.788264
  nChanged 326
		SP:Iteration 7Q (157760.600000 sec): 3 clusters
  Score: Raw -707016.273179 + Penalty 2882.462981 = -704133.810198
  nChanged 278
		SP:Iteration 8Q (157760.790000 sec): 3 clusters
  Score: Raw -707149.318618 + Penalty 2882.462981 = -704266.855637
  nChanged 209
		SP:Iteration 9Q (157760.980000 sec): 3 clusters
  Score: Raw -707238.607369 + Penalty 2882.462981 = -704356.144388
  nChanged 161
		SP:Iteration 10Q (157761.180000 sec): 3 clusters
  Score: Raw -707301.147686 + Penalty 2882.462981 = -704418.684704
  nChanged 141
		SP:Iteration 11Q (157761.410000 sec): 3 clusters
  Score: Raw -707354.817575 + Penalty 2882.462981 = -704472.354594
  nChanged 113
		SP:Iteration 12Q (157761.620000 sec): 3 clusters
  Score: Raw -707392.103055 + Penalty 2882.462981 = -704509.640074
  nChanged 97
		SP:Iteration 13Q (157761.800000 sec): 3 clusters
  Score: Raw -707417.728038 + Penalty 2882.462981 = -704535.265056
  nChanged 78
		SP:Iteration 14Q (157762.010000 sec): 3 clusters
  Score: Raw -707439.100962 + Penalty 2882.462981 = -704556.637981
  nChanged 75
		SP:Iteration 15Q (157762.200000 sec): 3 clusters
  Score: Raw -707464.517344 + Penalty 2882.462981 = -704582.054363
  nChanged 78
		SP:Iteration 16Q (157762.420000 sec): 3 clusters
  Score: Raw -707483.508965 + Penalty 2882.462981 = -704601.045984
  nChanged 51
		SP:Iteration 17Q (157762.670000 sec): 3 clusters
  Score: Raw -707494.723472 + Penalty 2882.462981 = -704612.260490
  nChanged 43
		SP:Iteration 18Q (157762.930000 sec): 3 clusters
  Score: Raw -707502.908498 + Penalty 2882.462981 = -704620.445517
  nChanged 21
		SP:Iteration 19Q (157763.190000 sec): 3 clusters
  Score: Raw -707507.028203 + Penalty 2882.462981 = -704624.565222
  nChanged 23
		SP:Iteration 20F (157763.410000 sec): 3 clusters
  Score: Raw -707511.671368 + Penalty 2882.462981 = -704629.208387
  nChanged 15
		SP:Iteration 21Q (157763.660000 sec): 3 clusters
  Score: Raw -707514.616658 + Penalty 2882.462981 = -704632.153677
  nChanged 16
		SP:Iteration 22Q (157763.870000 sec): 3 clusters
  Score: Raw -707517.213652 + Penalty 2882.462981 = -704634.750670
  nChanged 14
		SP:Iteration 23Q (157764.100000 sec): 3 clusters
  Score: Raw -707519.580805 + Penalty 2882.462981 = -704637.117824
  nChanged 14
		SP:Iteration 24Q (157764.380000 sec): 3 clusters
  Score: Raw -707521.220849 + Penalty 2882.462981 = -704638.757867
  nChanged 4
		SP:Iteration 25Q (157764.620000 sec): 3 clusters
  Score: Raw -707521.713191 + Penalty 2882.462981 = -704639.250210
  nChanged 4
		SP:Iteration 26Q (157764.860000 sec): 3 clusters
  Score: Raw -707522.263653 + Penalty 2882.462981 = -704639.800671
  nChanged 3
		SP:Iteration 27Q (157765.060000 sec): 3 clusters
  Score: Raw -707522.532994 + Penalty 2882.462981 = -704640.070013
  nChanged 2
		SP:Iteration 28Q (157765.250000 sec): 3 clusters
  Score: Raw -707522.682836 + Penalty 2882.462981 = -704640.219854
  nChanged 2
		SP:Iteration 29Q (157765.470000 sec): 3 clusters
  Score: Raw -707522.935011 + Penalty 2882.462981 = -704640.472029
  nChanged 5
		SP:Iteration 30Q (157765.660000 sec): 3 clusters
  Score: Raw -707523.485863 + Penalty 2882.462981 = -704641.022881
  nChanged 5
		SP:Iteration 31Q (157765.870000 sec): 3 clusters
  Score: Raw -707524.026616 + Penalty 2882.462981 = -704641.563635
  nChanged 5
		SP:Iteration 32Q (157766.070000 sec): 3 clusters
  Score: Raw -707524.707337 + Penalty 2882.462981 = -704642.244355
  nChanged 3
		SP:Iteration 33Q (157766.250000 sec): 3 clusters
  Score: Raw -707525.068185 + Penalty 2882.462981 = -704642.605204
  nChanged 2
		SP:Iteration 34Q (157766.480000 sec): 3 clusters
  Score: Raw -707525.371928 + Penalty 2882.462981 = -704642.908947
  nChanged 2
		SP:Iteration 35Q (157766.650000 sec): 3 clusters
  Score: Raw -707525.548565 + Penalty 2882.462981 = -704643.085584
  nChanged 1
		SP:Iteration 36Q (157766.880000 sec): 3 clusters
  Score: Raw -707525.770335 + Penalty 2882.462981 = -704643.307353
  nChanged 3
		SP:Iteration 37Q (157767.080000 sec): 3 clusters
  Score: Raw -707526.165663 + Penalty 2882.462981 = -704643.702681
  nChanged 2
		SP:Iteration 38Q (157767.260000 sec): 3 clusters
  Score: Raw -707526.625904 + Penalty 2882.462981 = -704644.162922
  nChanged 1
		SP:Iteration 39Q (157767.440000 sec): 3 clusters
  Score: Raw -707526.725206 + Penalty 2882.462981 = -704644.262224
  nChanged 2
		SP:Iteration 40F (157767.630000 sec): 3 clusters
  Score: Raw -707526.954442 + Penalty 2882.462981 = -704644.491461
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 12 (14279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157767.760000 sec): 2 clusters
  Score: Raw -1511920.806317 + Penalty 1554.563596 = -1510366.242721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157768.090000 sec): 3 clusters
  Score: Raw -1503599.181702 + Penalty 3109.127192 = -1500490.054510
  nChanged 6416
		SP:Iteration 1F (157768.350000 sec): 3 clusters
  Score: Raw -1507551.601317 + Penalty 3109.127192 = -1504442.474126
  nChanged 1098
		SP:Iteration 2F (157768.590000 sec): 3 clusters
  Score: Raw -1508217.996026 + Penalty 3109.127192 = -1505108.868834
  nChanged 1070
		SP:Iteration 3F (157768.850000 sec): 3 clusters
  Score: Raw -1508864.049344 + Penalty 3109.127192 = -1505754.922152
  nChanged 897
		SP:Iteration 4F (157769.100000 sec): 3 clusters
  Score: Raw -1509331.450548 + Penalty 3109.127192 = -1506222.323357
  nChanged 672
		SP:Iteration 5Q (157769.350000 sec): 3 clusters
  Score: Raw -1509632.309253 + Penalty 3109.127192 = -1506523.182061
  nChanged 527
		SP:Iteration 6Q (157769.630000 sec): 3 clusters
  Score: Raw -1509857.186072 + Penalty 3109.127192 = -1506748.058880
  nChanged 445
		SP:Iteration 7Q (157769.850000 sec): 3 clusters
  Score: Raw -1510033.761534 + Penalty 3109.127192 = -1506924.634343
  nChanged 355
		SP:Iteration 8Q (157770.090000 sec): 3 clusters
  Score: Raw -1510162.060194 + Penalty 3109.127192 = -1507052.933002
  nChanged 317
		SP:Iteration 9Q (157770.350000 sec): 3 clusters
  Score: Raw -1510290.681643 + Penalty 3109.127192 = -1507181.554451
  nChanged 324
		SP:Iteration 10Q (157770.600000 sec): 3 clusters
  Score: Raw -1510444.978331 + Penalty 3109.127192 = -1507335.851139
  nChanged 330
		SP:Iteration 11Q (157770.860000 sec): 3 clusters
  Score: Raw -1510625.512157 + Penalty 3109.127192 = -1507516.384966
  nChanged 357
		SP:Iteration 12Q (157771.080000 sec): 3 clusters
  Score: Raw -1510866.206274 + Penalty 3109.127192 = -1507757.079082
  nChanged 363
		SP:Iteration 13Q (157771.310000 sec): 3 clusters
  Score: Raw -1511129.239254 + Penalty 3109.127192 = -1508020.112063
  nChanged 364
		SP:Iteration 14Q (157771.550000 sec): 3 clusters
  Score: Raw -1511386.882560 + Penalty 3109.127192 = -1508277.755368
  nChanged 306
		SP:Iteration 15Q (157771.860000 sec): 3 clusters
  Score: Raw -1511601.015152 + Penalty 3109.127192 = -1508491.887961
  nChanged 215
		SP:Iteration 16Q (157772.120000 sec): 3 clusters
  Score: Raw -1511753.254993 + Penalty 3109.127192 = -1508644.127802
  nChanged 178
		SP:Iteration 17Q (157772.370000 sec): 3 clusters
  Score: Raw -1511893.454415 + Penalty 3109.127192 = -1508784.327223
  nChanged 130
		SP:Iteration 18Q (157772.640000 sec): 3 clusters
  Score: Raw -1512006.632058 + Penalty 3109.127192 = -1508897.504867
  nChanged 74
		SP:Iteration 19Q (157772.970000 sec): 3 clusters
  Score: Raw -1512075.048429 + Penalty 3109.127192 = -1508965.921237
  nChanged 38
		SP:Iteration 20F (157773.210000 sec): 3 clusters
  Score: Raw -1512106.124331 + Penalty 3109.127192 = -1508996.997139
  nChanged 31
		SP:Iteration 21Q (157773.560000 sec): 3 clusters
  Score: Raw -1512128.256669 + Penalty 3109.127192 = -1509019.129478
  nChanged 23
		SP:Iteration 22Q (157773.850000 sec): 3 clusters
  Score: Raw -1512149.975898 + Penalty 3109.127192 = -1509040.848706
  nChanged 20
		SP:Iteration 23Q (157774.150000 sec): 3 clusters
  Score: Raw -1512162.107459 + Penalty 3109.127192 = -1509052.980267
  nChanged 10
		SP:Iteration 24Q (157774.410000 sec): 3 clusters
  Score: Raw -1512172.507690 + Penalty 3109.127192 = -1509063.380499
  nChanged 9
		SP:Iteration 25Q (157774.660000 sec): 3 clusters
  Score: Raw -1512177.758398 + Penalty 3109.127192 = -1509068.631206
  nChanged 7
		SP:Iteration 26Q (157774.920000 sec): 3 clusters
  Score: Raw -1512181.802622 + Penalty 3109.127192 = -1509072.675430
  nChanged 2
		SP:Iteration 27Q (157775.150000 sec): 3 clusters
  Score: Raw -1512182.993606 + Penalty 3109.127192 = -1509073.866414
  nChanged 3
		SP:Iteration 28Q (157775.410000 sec): 3 clusters
  Score: Raw -1512184.104834 + Penalty 3109.127192 = -1509074.977642
  nChanged 0
		SP:Iteration 29F (157775.670000 sec): 3 clusters
  Score: Raw -1512184.104834 + Penalty 3109.127192 = -1509074.977642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 13 (20836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157775.830000 sec): 2 clusters
  Score: Raw -2304792.128255 + Penalty 1615.971100 = -2303176.157155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157776.130000 sec): 3 clusters
  Score: Raw -2292133.497996 + Penalty 3231.942200 = -2288901.555796
  nChanged 9344
		SP:Iteration 1F (157776.390000 sec): 3 clusters
  Score: Raw -2297250.021898 + Penalty 3231.942200 = -2294018.079698
  nChanged 997
		SP:Iteration 2Q (157776.630000 sec): 3 clusters
  Score: Raw -2297585.587559 + Penalty 3231.942200 = -2294353.645359
  nChanged 897
		SP:Iteration 3Q (157776.900000 sec): 3 clusters
  Score: Raw -2297900.349604 + Penalty 3231.942200 = -2294668.407404
  nChanged 933
		SP:Iteration 4Q (157777.210000 sec): 3 clusters
  Score: Raw -2298257.718427 + Penalty 3231.942200 = -2295025.776227
  nChanged 962
		SP:Iteration 5Q (157777.510000 sec): 3 clusters
  Score: Raw -2298696.327736 + Penalty 3231.942200 = -2295464.385536
  nChanged 1075
		SP:Iteration 6F (157777.770000 sec): 3 clusters
  Score: Raw -2299303.688470 + Penalty 3231.942200 = -2296071.746270
  nChanged 1285
		SP:Iteration 7F (157778.040000 sec): 3 clusters
  Score: Raw -2300224.450761 + Penalty 3231.942200 = -2296992.508561
  nChanged 1488
		SP:Iteration 8F (157778.300000 sec): 3 clusters
  Score: Raw -2301484.964072 + Penalty 3231.942200 = -2298253.021872
  nChanged 1324
		SP:Iteration 9F (157778.550000 sec): 3 clusters
  Score: Raw -2302704.084686 + Penalty 3231.942200 = -2299472.142486
  nChanged 1030
		SP:Iteration 10Q (157778.830000 sec): 3 clusters
  Score: Raw -2303677.661836 + Penalty 3231.942200 = -2300445.719636
  nChanged 651
		SP:Iteration 11Q (157779.130000 sec): 3 clusters
  Score: Raw -2304310.070917 + Penalty 3231.942200 = -2301078.128717
  nChanged 339
		SP:Iteration 12Q (157779.460000 sec): 3 clusters
  Score: Raw -2304650.554157 + Penalty 3231.942200 = -2301418.611957
  nChanged 165
		SP:Iteration 13Q (157779.750000 sec): 3 clusters
  Score: Raw -2304822.535541 + Penalty 3231.942200 = -2301590.593341
  nChanged 65
		SP:Iteration 14Q (157780.010000 sec): 3 clusters
  Score: Raw -2304897.069248 + Penalty 3231.942200 = -2301665.127048
  nChanged 42
		SP:Iteration 15Q (157780.240000 sec): 3 clusters
  Score: Raw -2304945.610642 + Penalty 3231.942200 = -2301713.668442
  nChanged 19
		SP:Iteration 16Q (157780.490000 sec): 3 clusters
  Score: Raw -2304961.762643 + Penalty 3231.942200 = -2301729.820443
  nChanged 9
		SP:Iteration 17Q (157780.720000 sec): 3 clusters
  Score: Raw -2304972.141215 + Penalty 3231.942200 = -2301740.199015
  nChanged 5
		SP:Iteration 18Q (157780.940000 sec): 3 clusters
  Score: Raw -2304979.795719 + Penalty 3231.942200 = -2301747.853519
  nChanged 6
		SP:Iteration 19Q (157781.170000 sec): 3 clusters
  Score: Raw -2304986.147964 + Penalty 3231.942200 = -2301754.205764
  nChanged 4
		SP:Iteration 20F (157781.440000 sec): 3 clusters
  Score: Raw -2304991.078170 + Penalty 3231.942200 = -2301759.135969
  nChanged 3
		SP:Iteration 21Q (157781.720000 sec): 3 clusters
  Score: Raw -2304994.342345 + Penalty 3231.942200 = -2301762.400145
  nChanged 1
		SP:Iteration 22Q (157781.950000 sec): 3 clusters
  Score: Raw -2304994.905298 + Penalty 3231.942200 = -2301762.963098
  nChanged 1
		SP:Iteration 23Q (157782.230000 sec): 3 clusters
  Score: Raw -2304995.624782 + Penalty 3231.942200 = -2301763.682582
  nChanged 1
		SP:Iteration 24Q (157782.510000 sec): 3 clusters
  Score: Raw -2304995.882559 + Penalty 3231.942200 = -2301763.940359
  nChanged 0
		SP:Iteration 25F (157782.770000 sec): 3 clusters
  Score: Raw -2304995.882559 + Penalty 3231.942200 = -2301763.940359
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 14 (4215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157782.890000 sec): 2 clusters
  Score: Raw -406413.964258 + Penalty 1356.290791 = -405057.673466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157783.080000 sec): 3 clusters
  Score: Raw -404288.343169 + Penalty 2712.581583 = -401575.761586
  nChanged 1694
		SP:Iteration 1F (157783.240000 sec): 3 clusters
  Score: Raw -405415.393062 + Penalty 2712.581583 = -402702.811480
  nChanged 374
		SP:Iteration 2F (157783.470000 sec): 3 clusters
  Score: Raw -405707.835425 + Penalty 2712.581583 = -402995.253842
  nChanged 293
		SP:Iteration 3F (157783.660000 sec): 3 clusters
  Score: Raw -405961.508140 + Penalty 2712.581583 = -403248.926557
  nChanged 273
		SP:Iteration 4F (157783.840000 sec): 3 clusters
  Score: Raw -406178.373291 + Penalty 2712.581583 = -403465.791708
  nChanged 203
		SP:Iteration 5Q (157784.060000 sec): 3 clusters
  Score: Raw -406329.029141 + Penalty 2712.581583 = -403616.447558
  nChanged 197
		SP:Iteration 6Q (157784.290000 sec): 3 clusters
  Score: Raw -406460.913928 + Penalty 2712.581583 = -403748.332345
  nChanged 161
		SP:Iteration 7Q (157784.460000 sec): 3 clusters
  Score: Raw -406581.237075 + Penalty 2712.581583 = -403868.655492
  nChanged 128
		SP:Iteration 8Q (157784.620000 sec): 3 clusters
  Score: Raw -406666.409302 + Penalty 2712.581583 = -403953.827719
  nChanged 103
		SP:Iteration 9Q (157784.830000 sec): 3 clusters
  Score: Raw -406740.057359 + Penalty 2712.581583 = -404027.475776
  nChanged 87
		SP:Iteration 10Q (157785.040000 sec): 3 clusters
  Score: Raw -406802.362709 + Penalty 2712.581583 = -404089.781126
  nChanged 88
		SP:Iteration 11Q (157785.230000 sec): 3 clusters
  Score: Raw -406871.641228 + Penalty 2712.581583 = -404159.059646
  nChanged 80
		SP:Iteration 12Q (157785.440000 sec): 3 clusters
  Score: Raw -406931.521972 + Penalty 2712.581583 = -404218.940389
  nChanged 68
		SP:Iteration 13Q (157785.640000 sec): 3 clusters
  Score: Raw -406978.629020 + Penalty 2712.581583 = -404266.047437
  nChanged 74
		SP:Iteration 14Q (157785.780000 sec): 3 clusters
  Score: Raw -407045.019036 + Penalty 2712.581583 = -404332.437453
  nChanged 86
		SP:Iteration 15Q (157785.980000 sec): 3 clusters
  Score: Raw -407113.875802 + Penalty 2712.581583 = -404401.294219
  nChanged 80
		SP:Iteration 16Q (157786.170000 sec): 3 clusters
  Score: Raw -407158.897681 + Penalty 2712.581583 = -404446.316098
  nChanged 63
		SP:Iteration 17Q (157786.350000 sec): 3 clusters
  Score: Raw -407194.944529 + Penalty 2712.581583 = -404482.362946
  nChanged 49
		SP:Iteration 18Q (157786.540000 sec): 3 clusters
  Score: Raw -407214.958960 + Penalty 2712.581583 = -404502.377377
  nChanged 35
		SP:Iteration 19Q (157786.720000 sec): 3 clusters
  Score: Raw -407231.505952 + Penalty 2712.581583 = -404518.924369
  nChanged 36
		SP:Iteration 20F (157786.870000 sec): 3 clusters
  Score: Raw -407247.638082 + Penalty 2712.581583 = -404535.056499
  nChanged 31
		SP:Iteration 21Q (157787.060000 sec): 3 clusters
  Score: Raw -407261.159449 + Penalty 2712.581583 = -404548.577866
  nChanged 26
		SP:Iteration 22Q (157787.170000 sec): 3 clusters
  Score: Raw -407268.763711 + Penalty 2712.581583 = -404556.182129
  nChanged 14
		SP:Iteration 23Q (157787.360000 sec): 3 clusters
  Score: Raw -407273.110108 + Penalty 2712.581583 = -404560.528526
  nChanged 9
		SP:Iteration 24Q (157787.480000 sec): 3 clusters
  Score: Raw -407275.847150 + Penalty 2712.581583 = -404563.265568
  nChanged 7
		SP:Iteration 25Q (157787.620000 sec): 3 clusters
  Score: Raw -407279.422139 + Penalty 2712.581583 = -404566.840556
  nChanged 10
		SP:Iteration 26Q (157787.770000 sec): 3 clusters
  Score: Raw -407283.997112 + Penalty 2712.581583 = -404571.415529
  nChanged 5
		SP:Iteration 27Q (157787.890000 sec): 3 clusters
  Score: Raw -407285.215571 + Penalty 2712.581583 = -404572.633988
  nChanged 4
		SP:Iteration 28Q (157788.010000 sec): 3 clusters
  Score: Raw -407286.491741 + Penalty 2712.581583 = -404573.910158
  nChanged 5
		SP:Iteration 29Q (157788.230000 sec): 3 clusters
  Score: Raw -407288.485106 + Penalty 2712.581583 = -404575.903523
  nChanged 9
		SP:Iteration 30Q (157788.390000 sec): 3 clusters
  Score: Raw -407290.632504 + Penalty 2712.581583 = -404578.050921
  nChanged 4
		SP:Iteration 31Q (157788.550000 sec): 3 clusters
  Score: Raw -407291.518130 + Penalty 2712.581583 = -404578.936547
  nChanged 1
		SP:Iteration 32Q (157788.720000 sec): 3 clusters
  Score: Raw -407291.691714 + Penalty 2712.581583 = -404579.110132
  nChanged 0
		SP:Iteration 33F (157788.900000 sec): 3 clusters
  Score: Raw -407291.691714 + Penalty 2712.581583 = -404579.110132
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 15 (11254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157789.030000 sec): 2 clusters
  Score: Raw -1196465.584857 + Penalty 1515.877821 = -1194949.707036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157789.270000 sec): 3 clusters
  Score: Raw -1189942.325503 + Penalty 3031.755642 = -1186910.569860
  nChanged 4950
		SP:Iteration 1F (157789.550000 sec): 3 clusters
  Score: Raw -1192656.513086 + Penalty 3031.755642 = -1189624.757444
  nChanged 660
		SP:Iteration 2F (157789.780000 sec): 3 clusters
  Score: Raw -1192918.351528 + Penalty 3031.755642 = -1189886.595885
  nChanged 511
		SP:Iteration 3Q (157790.010000 sec): 3 clusters
  Score: Raw -1193099.818460 + Penalty 3031.755642 = -1190068.062817
  nChanged 439
		SP:Iteration 4Q (157790.250000 sec): 3 clusters
  Score: Raw -1193253.516845 + Penalty 3031.755642 = -1190221.761202
  nChanged 371
		SP:Iteration 5Q (157790.490000 sec): 3 clusters
  Score: Raw -1193391.542206 + Penalty 3031.755642 = -1190359.786563
  nChanged 356
		SP:Iteration 6Q (157790.760000 sec): 3 clusters
  Score: Raw -1193543.507143 + Penalty 3031.755642 = -1190511.751501
  nChanged 390
		SP:Iteration 7Q (157790.960000 sec): 3 clusters
  Score: Raw -1193727.777810 + Penalty 3031.755642 = -1190696.022168
  nChanged 412
		SP:Iteration 8Q (157791.270000 sec): 3 clusters
  Score: Raw -1193928.936314 + Penalty 3031.755642 = -1190897.180672
  nChanged 451
		SP:Iteration 9Q (157791.510000 sec): 3 clusters
  Score: Raw -1194163.594207 + Penalty 3031.755642 = -1191131.838564
  nChanged 452
		SP:Iteration 10Q (157791.790000 sec): 3 clusters
  Score: Raw -1194418.100208 + Penalty 3031.755642 = -1191386.344565
  nChanged 479
		SP:Iteration 11Q (157792.060000 sec): 3 clusters
  Score: Raw -1194709.816628 + Penalty 3031.755642 = -1191678.060985
  nChanged 467
		SP:Iteration 12Q (157792.350000 sec): 3 clusters
  Score: Raw -1195016.544004 + Penalty 3031.755642 = -1191984.788361
  nChanged 554
		SP:Iteration 13Q (157792.690000 sec): 3 clusters
  Score: Raw -1195455.733209 + Penalty 3031.755642 = -1192423.977566
  nChanged 527
		SP:Iteration 14Q (157792.980000 sec): 3 clusters
  Score: Raw -1195937.633090 + Penalty 3031.755642 = -1192905.877448
  nChanged 461
		SP:Iteration 15Q (157793.240000 sec): 3 clusters
  Score: Raw -1196376.626149 + Penalty 3031.755642 = -1193344.870507
  nChanged 370
		SP:Iteration 16Q (157793.440000 sec): 3 clusters
  Score: Raw -1196717.374354 + Penalty 3031.755642 = -1193685.618711
  nChanged 288
		SP:Iteration 17Q (157793.690000 sec): 3 clusters
  Score: Raw -1196954.961606 + Penalty 3031.755642 = -1193923.205964
  nChanged 228
		SP:Iteration 18Q (157793.930000 sec): 3 clusters
  Score: Raw -1197080.842543 + Penalty 3031.755642 = -1194049.086900
  nChanged 138
		SP:Iteration 19Q (157794.090000 sec): 3 clusters
  Score: Raw -1197134.038545 + Penalty 3031.755642 = -1194102.282903
  nChanged 85
		SP:Iteration 20F (157794.360000 sec): 3 clusters
  Score: Raw -1197161.014842 + Penalty 3031.755642 = -1194129.259200
  nChanged 57
		SP:Iteration 21Q (157794.620000 sec): 3 clusters
  Score: Raw -1197177.990139 + Penalty 3031.755642 = -1194146.234496
  nChanged 31
		SP:Iteration 22Q (157794.850000 sec): 3 clusters
  Score: Raw -1197184.700344 + Penalty 3031.755642 = -1194152.944701
  nChanged 24
		SP:Iteration 23Q (157795.100000 sec): 3 clusters
  Score: Raw -1197188.601868 + Penalty 3031.755642 = -1194156.846225
  nChanged 15
		SP:Iteration 24Q (157795.320000 sec): 3 clusters
  Score: Raw -1197191.004356 + Penalty 3031.755642 = -1194159.248714
  nChanged 12
		SP:Iteration 25Q (157795.540000 sec): 3 clusters
  Score: Raw -1197192.604206 + Penalty 3031.755642 = -1194160.848563
  nChanged 7
		SP:Iteration 26Q (157795.750000 sec): 3 clusters
  Score: Raw -1197193.381818 + Penalty 3031.755642 = -1194161.626176
  nChanged 5
		SP:Iteration 27Q (157795.970000 sec): 3 clusters
  Score: Raw -1197194.288782 + Penalty 3031.755642 = -1194162.533140
  nChanged 5
		SP:Iteration 28Q (157796.150000 sec): 3 clusters
  Score: Raw -1197194.929506 + Penalty 3031.755642 = -1194163.173864
  nChanged 8
		SP:Iteration 29Q (157796.400000 sec): 3 clusters
  Score: Raw -1197195.953211 + Penalty 3031.755642 = -1194164.197569
  nChanged 6
		SP:Iteration 30Q (157796.650000 sec): 3 clusters
  Score: Raw -1197196.547164 + Penalty 3031.755642 = -1194164.791521
  nChanged 5
		SP:Iteration 31Q (157796.900000 sec): 3 clusters
  Score: Raw -1197196.928181 + Penalty 3031.755642 = -1194165.172539
  nChanged 2
		SP:Iteration 32Q (157797.170000 sec): 3 clusters
  Score: Raw -1197197.030248 + Penalty 3031.755642 = -1194165.274605
  nChanged 1
		SP:Iteration 33Q (157797.410000 sec): 3 clusters
  Score: Raw -1197197.074381 + Penalty 3031.755642 = -1194165.318739
  nChanged 0
		SP:Iteration 34F (157797.670000 sec): 3 clusters
  Score: Raw -1197197.074381 + Penalty 3031.755642 = -1194165.318739
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 16 (4429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157797.760000 sec): 2 clusters
  Score: Raw -488600.010478 + Penalty 1364.338479 = -487235.671999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157798.000000 sec): 3 clusters
  Score: Raw -486324.222562 + Penalty 2728.676959 = -483595.545603
  nChanged 1772
		SP:Iteration 1F (157798.190000 sec): 3 clusters
  Score: Raw -487308.611478 + Penalty 2728.676959 = -484579.934519
  nChanged 359
		SP:Iteration 2F (157798.390000 sec): 3 clusters
  Score: Raw -487491.020499 + Penalty 2728.676959 = -484762.343540
  nChanged 250
		SP:Iteration 3F (157798.610000 sec): 3 clusters
  Score: Raw -487616.294920 + Penalty 2728.676959 = -484887.617961
  nChanged 203
		SP:Iteration 4Q (157798.750000 sec): 3 clusters
  Score: Raw -487724.056166 + Penalty 2728.676959 = -484995.379207
  nChanged 174
		SP:Iteration 5Q (157798.970000 sec): 3 clusters
  Score: Raw -487815.874030 + Penalty 2728.676959 = -485087.197071
  nChanged 150
		SP:Iteration 6Q (157799.210000 sec): 3 clusters
  Score: Raw -487888.780610 + Penalty 2728.676959 = -485160.103651
  nChanged 137
		SP:Iteration 7Q (157799.360000 sec): 3 clusters
  Score: Raw -487951.713253 + Penalty 2728.676959 = -485223.036294
  nChanged 115
		SP:Iteration 8Q (157799.540000 sec): 3 clusters
  Score: Raw -488001.563011 + Penalty 2728.676959 = -485272.886052
  nChanged 110
		SP:Iteration 9Q (157799.730000 sec): 3 clusters
  Score: Raw -488058.646161 + Penalty 2728.676959 = -485329.969202
  nChanged 125
		SP:Iteration 10Q (157799.860000 sec): 3 clusters
  Score: Raw -488129.361839 + Penalty 2728.676959 = -485400.684880
  nChanged 114
		SP:Iteration 11Q (157800.060000 sec): 3 clusters
  Score: Raw -488195.563997 + Penalty 2728.676959 = -485466.887039
  nChanged 108
		SP:Iteration 12Q (157800.220000 sec): 3 clusters
  Score: Raw -488262.499880 + Penalty 2728.676959 = -485533.822921
  nChanged 107
		SP:Iteration 13Q (157800.390000 sec): 3 clusters
  Score: Raw -488326.755366 + Penalty 2728.676959 = -485598.078407
  nChanged 89
		SP:Iteration 14Q (157800.580000 sec): 3 clusters
  Score: Raw -488380.707662 + Penalty 2728.676959 = -485652.030703
  nChanged 78
		SP:Iteration 15Q (157800.830000 sec): 3 clusters
  Score: Raw -488432.317535 + Penalty 2728.676959 = -485703.640576
  nChanged 78
		SP:Iteration 16Q (157801.010000 sec): 3 clusters
  Score: Raw -488479.274525 + Penalty 2728.676959 = -485750.597566
  nChanged 59
		SP:Iteration 17Q (157801.190000 sec): 3 clusters
  Score: Raw -488514.735038 + Penalty 2728.676959 = -485786.058079
  nChanged 57
		SP:Iteration 18Q (157801.360000 sec): 3 clusters
  Score: Raw -488555.927788 + Penalty 2728.676959 = -485827.250829
  nChanged 55
		SP:Iteration 19Q (157801.570000 sec): 3 clusters
  Score: Raw -488591.331416 + Penalty 2728.676959 = -485862.654457
  nChanged 43
		SP:Iteration 20F (157801.800000 sec): 3 clusters
  Score: Raw -488620.325154 + Penalty 2728.676959 = -485891.648195
  nChanged 39
		SP:Iteration 21Q (157802.040000 sec): 3 clusters
  Score: Raw -488650.550101 + Penalty 2728.676959 = -485921.873142
  nChanged 31
		SP:Iteration 22Q (157802.250000 sec): 3 clusters
  Score: Raw -488676.920390 + Penalty 2728.676959 = -485948.243431
  nChanged 26
		SP:Iteration 23Q (157802.460000 sec): 3 clusters
  Score: Raw -488697.595674 + Penalty 2728.676959 = -485968.918715
  nChanged 20
		SP:Iteration 24Q (157802.640000 sec): 3 clusters
  Score: Raw -488711.825001 + Penalty 2728.676959 = -485983.148042
  nChanged 15
		SP:Iteration 25Q (157802.820000 sec): 3 clusters
  Score: Raw -488721.930645 + Penalty 2728.676959 = -485993.253686
  nChanged 9
		SP:Iteration 26Q (157803.040000 sec): 3 clusters
  Score: Raw -488727.872171 + Penalty 2728.676959 = -485999.195212
  nChanged 7
		SP:Iteration 27Q (157803.260000 sec): 3 clusters
  Score: Raw -488733.578456 + Penalty 2728.676959 = -486004.901497
  nChanged 5
		SP:Iteration 28Q (157803.450000 sec): 3 clusters
  Score: Raw -488737.019161 + Penalty 2728.676959 = -486008.342202
  nChanged 6
		SP:Iteration 29Q (157803.660000 sec): 3 clusters
  Score: Raw -488741.476513 + Penalty 2728.676959 = -486012.799555
  nChanged 0
		SP:Iteration 30F (157803.840000 sec): 3 clusters
  Score: Raw -488741.476513 + Penalty 2728.676959 = -486012.799555
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 17 (3923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157804.000000 sec): 2 clusters
  Score: Raw -430501.355551 + Penalty 1344.624441 = -429156.731109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157804.220000 sec): 3 clusters
  Score: Raw -428486.602955 + Penalty 2689.248883 = -425797.354073
  nChanged 1554
		SP:Iteration 1F (157804.440000 sec): 3 clusters
  Score: Raw -429330.930697 + Penalty 2689.248883 = -426641.681815
  nChanged 293
		SP:Iteration 2F (157804.710000 sec): 3 clusters
  Score: Raw -429503.598390 + Penalty 2689.248883 = -426814.349508
  nChanged 207
		SP:Iteration 3F (157804.930000 sec): 3 clusters
  Score: Raw -429615.242182 + Penalty 2689.248883 = -426925.993300
  nChanged 160
		SP:Iteration 4Q (157805.070000 sec): 3 clusters
  Score: Raw -429699.327573 + Penalty 2689.248883 = -427010.078690
  nChanged 131
		SP:Iteration 5Q (157805.310000 sec): 3 clusters
  Score: Raw -429752.484083 + Penalty 2689.248883 = -427063.235201
  nChanged 91
		SP:Iteration 6Q (157805.550000 sec): 3 clusters
  Score: Raw -429785.391627 + Penalty 2689.248883 = -427096.142745
  nChanged 75
		SP:Iteration 7Q (157805.720000 sec): 3 clusters
  Score: Raw -429811.663053 + Penalty 2689.248883 = -427122.414171
  nChanged 67
		SP:Iteration 8Q (157805.970000 sec): 3 clusters
  Score: Raw -429835.119739 + Penalty 2689.248883 = -427145.870856
  nChanged 47
		SP:Iteration 9Q (157806.170000 sec): 3 clusters
  Score: Raw -429852.240597 + Penalty 2689.248883 = -427162.991715
  nChanged 42
		SP:Iteration 10Q (157806.370000 sec): 3 clusters
  Score: Raw -429865.814797 + Penalty 2689.248883 = -427176.565914
  nChanged 41
		SP:Iteration 11Q (157806.670000 sec): 3 clusters
  Score: Raw -429878.196022 + Penalty 2689.248883 = -427188.947140
  nChanged 41
		SP:Iteration 12Q (157806.870000 sec): 3 clusters
  Score: Raw -429889.514886 + Penalty 2689.248883 = -427200.266003
  nChanged 37
		SP:Iteration 13Q (157807.100000 sec): 3 clusters
  Score: Raw -429901.976626 + Penalty 2689.248883 = -427212.727743
  nChanged 38
		SP:Iteration 14Q (157807.290000 sec): 3 clusters
  Score: Raw -429913.922137 + Penalty 2689.248883 = -427224.673254
  nChanged 25
		SP:Iteration 15Q (157807.560000 sec): 3 clusters
  Score: Raw -429920.191435 + Penalty 2689.248883 = -427230.942552
  nChanged 25
		SP:Iteration 16Q (157807.780000 sec): 3 clusters
  Score: Raw -429926.499119 + Penalty 2689.248883 = -427237.250237
  nChanged 30
		SP:Iteration 17Q (157807.950000 sec): 3 clusters
  Score: Raw -429938.437479 + Penalty 2689.248883 = -427249.188596
  nChanged 41
		SP:Iteration 18Q (157808.150000 sec): 3 clusters
  Score: Raw -429955.660976 + Penalty 2689.248883 = -427266.412093
  nChanged 42
		SP:Iteration 19Q (157808.370000 sec): 3 clusters
  Score: Raw -429975.784135 + Penalty 2689.248883 = -427286.535253
  nChanged 52
		SP:Iteration 20F (157808.620000 sec): 3 clusters
  Score: Raw -430002.356709 + Penalty 2689.248883 = -427313.107826
  nChanged 56
		SP:Iteration 21Q (157808.790000 sec): 3 clusters
  Score: Raw -430028.636114 + Penalty 2689.248883 = -427339.387231
  nChanged 55
		SP:Iteration 22Q (157808.960000 sec): 3 clusters
  Score: Raw -430050.716237 + Penalty 2689.248883 = -427361.467355
  nChanged 51
		SP:Iteration 23Q (157809.130000 sec): 3 clusters
  Score: Raw -430071.542361 + Penalty 2689.248883 = -427382.293479
  nChanged 40
		SP:Iteration 24Q (157809.320000 sec): 3 clusters
  Score: Raw -430085.127714 + Penalty 2689.248883 = -427395.878831
  nChanged 44
		SP:Iteration 25Q (157809.540000 sec): 3 clusters
  Score: Raw -430105.196958 + Penalty 2689.248883 = -427415.948075
  nChanged 52
		SP:Iteration 26Q (157809.760000 sec): 3 clusters
  Score: Raw -430132.990018 + Penalty 2689.248883 = -427443.741136
  nChanged 40
		SP:Iteration 27Q (157809.890000 sec): 3 clusters
  Score: Raw -430149.712848 + Penalty 2689.248883 = -427460.463965
  nChanged 42
		SP:Iteration 28Q (157810.120000 sec): 3 clusters
  Score: Raw -430168.340151 + Penalty 2689.248883 = -427479.091268
  nChanged 48
		SP:Iteration 29Q (157810.300000 sec): 3 clusters
  Score: Raw -430196.068844 + Penalty 2689.248883 = -427506.819961
  nChanged 43
		SP:Iteration 30Q (157810.490000 sec): 3 clusters
  Score: Raw -430217.704975 + Penalty 2689.248883 = -427528.456092
  nChanged 49
		SP:Iteration 31Q (157810.690000 sec): 3 clusters
  Score: Raw -430241.827570 + Penalty 2689.248883 = -427552.578688
  nChanged 44
		SP:Iteration 32Q (157810.910000 sec): 3 clusters
  Score: Raw -430272.807524 + Penalty 2689.248883 = -427583.558641
  nChanged 51
		SP:Iteration 33Q (157811.080000 sec): 3 clusters
  Score: Raw -430308.610707 + Penalty 2689.248883 = -427619.361824
  nChanged 52
		SP:Iteration 34Q (157811.270000 sec): 3 clusters
  Score: Raw -430343.057062 + Penalty 2689.248883 = -427653.808180
  nChanged 58
		SP:Iteration 35Q (157811.450000 sec): 3 clusters
  Score: Raw -430377.850866 + Penalty 2689.248883 = -427688.601984
  nChanged 56
		SP:Iteration 36Q (157811.660000 sec): 3 clusters
  Score: Raw -430414.279463 + Penalty 2689.248883 = -427725.030580
  nChanged 55
		SP:Iteration 37Q (157811.880000 sec): 3 clusters
  Score: Raw -430450.052707 + Penalty 2689.248883 = -427760.803824
  nChanged 40
		SP:Iteration 38Q (157812.040000 sec): 3 clusters
  Score: Raw -430476.622917 + Penalty 2689.248883 = -427787.374034
  nChanged 34
		SP:Iteration 39Q (157812.250000 sec): 3 clusters
  Score: Raw -430499.103828 + Penalty 2689.248883 = -427809.854946
  nChanged 32
		SP:Iteration 40F (157812.480000 sec): 3 clusters
  Score: Raw -430518.694998 + Penalty 2689.248883 = -427829.446115
  nChanged 26
		SP:Iteration 41Q (157812.700000 sec): 3 clusters
  Score: Raw -430534.534541 + Penalty 2689.248883 = -427845.285658
  nChanged 18
		SP:Iteration 42Q (157812.880000 sec): 3 clusters
  Score: Raw -430548.639744 + Penalty 2689.248883 = -427859.390862
  nChanged 20
		SP:Iteration 43Q (157813.110000 sec): 3 clusters
  Score: Raw -430563.911502 + Penalty 2689.248883 = -427874.662619
  nChanged 15
		SP:Iteration 44Q (157813.330000 sec): 3 clusters
  Score: Raw -430575.754620 + Penalty 2689.248883 = -427886.505737
  nChanged 19
		SP:Iteration 45Q (157813.490000 sec): 3 clusters
  Score: Raw -430590.450357 + Penalty 2689.248883 = -427901.201475
  nChanged 6
		SP:Iteration 46Q (157813.690000 sec): 3 clusters
  Score: Raw -430594.720249 + Penalty 2689.248883 = -427905.471366
  nChanged 10
		SP:Iteration 47Q (157813.930000 sec): 3 clusters
  Score: Raw -430604.376147 + Penalty 2689.248883 = -427915.127265
  nChanged 9
		SP:Iteration 48Q (157814.120000 sec): 3 clusters
  Score: Raw -430611.185718 + Penalty 2689.248883 = -427921.936835
  nChanged 13
		SP:Iteration 49Q (157814.340000 sec): 3 clusters
  Score: Raw -430622.168800 + Penalty 2689.248883 = -427932.919917
  nChanged 13
		SP:Iteration 50Q (157814.570000 sec): 3 clusters
  Score: Raw -430632.492512 + Penalty 2689.248883 = -427943.243630
  nChanged 12
		SP:Iteration 51Q (157814.770000 sec): 3 clusters
  Score: Raw -430639.691392 + Penalty 2689.248883 = -427950.442509
  nChanged 4
		SP:Iteration 52Q (157814.950000 sec): 3 clusters
  Score: Raw -430642.134799 + Penalty 2689.248883 = -427952.885916
  nChanged 3
		SP:Iteration 53Q (157815.170000 sec): 3 clusters
  Score: Raw -430644.545495 + Penalty 2689.248883 = -427955.296613
  nChanged 5
		SP:Iteration 54Q (157815.380000 sec): 3 clusters
  Score: Raw -430647.850436 + Penalty 2689.248883 = -427958.601553
  nChanged 5
		SP:Iteration 55Q (157815.590000 sec): 3 clusters
  Score: Raw -430652.347559 + Penalty 2689.248883 = -427963.098676
  nChanged 7
		SP:Iteration 56Q (157815.780000 sec): 3 clusters
  Score: Raw -430658.152720 + Penalty 2689.248883 = -427968.903837
  nChanged 5
		SP:Iteration 57Q (157816.000000 sec): 3 clusters
  Score: Raw -430662.824990 + Penalty 2689.248883 = -427973.576107
  nChanged 4
		SP:Iteration 58Q (157816.180000 sec): 3 clusters
  Score: Raw -430666.179628 + Penalty 2689.248883 = -427976.930746
  nChanged 2
		SP:Iteration 59Q (157816.330000 sec): 3 clusters
  Score: Raw -430667.367466 + Penalty 2689.248883 = -427978.118584
  nChanged 2
		SP:Iteration 60F (157816.510000 sec): 3 clusters
  Score: Raw -430669.384852 + Penalty 2689.248883 = -427980.135969
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 18 (37949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157816.780000 sec): 2 clusters
  Score: Raw -3842676.347671 + Penalty 1713.399745 = -3840962.947926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157817.210000 sec): 3 clusters
  Score: Raw -3818962.618437 + Penalty 3426.799490 = -3815535.818947
  nChanged 17644
		SP:Iteration 1F (157817.650000 sec): 3 clusters
  Score: Raw -3829013.853854 + Penalty 3426.799490 = -3825587.054364
  nChanged 1700
		SP:Iteration 2Q (157817.990000 sec): 3 clusters
  Score: Raw -3829545.750648 + Penalty 3426.799490 = -3826118.951158
  nChanged 1642
		SP:Iteration 3Q (157818.360000 sec): 3 clusters
  Score: Raw -3830123.529862 + Penalty 3426.799490 = -3826696.730372
  nChanged 1703
		SP:Iteration 4Q (157818.740000 sec): 3 clusters
  Score: Raw -3830750.902445 + Penalty 3426.799490 = -3827324.102955
  nChanged 1630
		SP:Iteration 5Q (157819.130000 sec): 3 clusters
  Score: Raw -3831425.641031 + Penalty 3426.799490 = -3827998.841541
  nChanged 1714
		SP:Iteration 6Q (157819.540000 sec): 3 clusters
  Score: Raw -3832287.262943 + Penalty 3426.799490 = -3828860.463453
  nChanged 1962
		SP:Iteration 7F (157819.900000 sec): 3 clusters
  Score: Raw -3833515.953851 + Penalty 3426.799490 = -3830089.154361
  nChanged 2296
		SP:Iteration 8F (157820.280000 sec): 3 clusters
  Score: Raw -3835175.998067 + Penalty 3426.799490 = -3831749.198577
  nChanged 2276
		SP:Iteration 9F (157820.780000 sec): 3 clusters
  Score: Raw -3836932.414475 + Penalty 3426.799490 = -3833505.614985
  nChanged 2137
		SP:Iteration 10F (157821.170000 sec): 3 clusters
  Score: Raw -3838613.963003 + Penalty 3426.799490 = -3835187.163513
  nChanged 1795
		SP:Iteration 11Q (157821.540000 sec): 3 clusters
  Score: Raw -3840001.508028 + Penalty 3426.799490 = -3836574.708538
  nChanged 1351
		SP:Iteration 12Q (157821.930000 sec): 3 clusters
  Score: Raw -3841000.134923 + Penalty 3426.799490 = -3837573.335432
  nChanged 971
		SP:Iteration 13Q (157822.330000 sec): 3 clusters
  Score: Raw -3841716.379501 + Penalty 3426.799490 = -3838289.580010
  nChanged 658
		SP:Iteration 14Q (157822.740000 sec): 3 clusters
  Score: Raw -3842195.617137 + Penalty 3426.799490 = -3838768.817646
  nChanged 428
		SP:Iteration 15Q (157823.170000 sec): 3 clusters
  Score: Raw -3842472.215159 + Penalty 3426.799490 = -3839045.415668
  nChanged 243
		SP:Iteration 16Q (157823.530000 sec): 3 clusters
  Score: Raw -3842622.568934 + Penalty 3426.799490 = -3839195.769444
  nChanged 178
		SP:Iteration 17Q (157823.930000 sec): 3 clusters
  Score: Raw -3842748.453500 + Penalty 3426.799490 = -3839321.654010
  nChanged 124
		SP:Iteration 18Q (157824.290000 sec): 3 clusters
  Score: Raw -3842820.015960 + Penalty 3426.799490 = -3839393.216469
  nChanged 83
		SP:Iteration 19Q (157824.660000 sec): 3 clusters
  Score: Raw -3842870.690336 + Penalty 3426.799490 = -3839443.890846
  nChanged 72
		SP:Iteration 20F (157825.060000 sec): 3 clusters
  Score: Raw -3842909.623043 + Penalty 3426.799490 = -3839482.823553
  nChanged 46
		SP:Iteration 21Q (157825.390000 sec): 3 clusters
  Score: Raw -3842934.648233 + Penalty 3426.799490 = -3839507.848743
  nChanged 43
		SP:Iteration 22Q (157825.700000 sec): 3 clusters
  Score: Raw -3842957.440461 + Penalty 3426.799490 = -3839530.640971
  nChanged 27
		SP:Iteration 23Q (157826.090000 sec): 3 clusters
  Score: Raw -3842969.022733 + Penalty 3426.799490 = -3839542.223243
  nChanged 21
		SP:Iteration 24Q (157826.430000 sec): 3 clusters
  Score: Raw -3842979.524949 + Penalty 3426.799490 = -3839552.725458
  nChanged 18
		SP:Iteration 25Q (157826.790000 sec): 3 clusters
  Score: Raw -3842990.590910 + Penalty 3426.799490 = -3839563.791420
  nChanged 18
		SP:Iteration 26Q (157827.180000 sec): 3 clusters
  Score: Raw -3843000.781413 + Penalty 3426.799490 = -3839573.981923
  nChanged 18
		SP:Iteration 27Q (157827.550000 sec): 3 clusters
  Score: Raw -3843011.065121 + Penalty 3426.799490 = -3839584.265631
  nChanged 16
		SP:Iteration 28Q (157827.920000 sec): 3 clusters
  Score: Raw -3843021.178720 + Penalty 3426.799490 = -3839594.379229
  nChanged 15
		SP:Iteration 29Q (157828.250000 sec): 3 clusters
  Score: Raw -3843030.038791 + Penalty 3426.799490 = -3839603.239301
  nChanged 7
		SP:Iteration 30Q (157828.610000 sec): 3 clusters
  Score: Raw -3843033.328071 + Penalty 3426.799490 = -3839606.528581
  nChanged 2
		SP:Iteration 31Q (157828.960000 sec): 3 clusters
  Score: Raw -3843034.502008 + Penalty 3426.799490 = -3839607.702518
  nChanged 4
		SP:Iteration 32Q (157829.310000 sec): 3 clusters
  Score: Raw -3843036.205109 + Penalty 3426.799490 = -3839609.405619
  nChanged 2
		SP:Iteration 33Q (157829.580000 sec): 3 clusters
  Score: Raw -3843037.072860 + Penalty 3426.799490 = -3839610.273370
  nChanged 1
		SP:Iteration 34Q (157829.930000 sec): 3 clusters
  Score: Raw -3843037.510249 + Penalty 3426.799490 = -3839610.710758
  nChanged 1
		SP:Iteration 35Q (157830.250000 sec): 3 clusters
  Score: Raw -3843037.757197 + Penalty 3426.799490 = -3839610.957706
  nChanged 2
		SP:Iteration 36Q (157830.600000 sec): 3 clusters
  Score: Raw -3843038.946431 + Penalty 3426.799490 = -3839612.146941
  nChanged 1
		SP:Iteration 37Q (157830.960000 sec): 3 clusters
  Score: Raw -3843039.122990 + Penalty 3426.799490 = -3839612.323499
  nChanged 3
		SP:Iteration 38Q (157831.310000 sec): 3 clusters
  Score: Raw -3843040.136041 + Penalty 3426.799490 = -3839613.336551
  nChanged 2
		SP:Iteration 39Q (157831.690000 sec): 3 clusters
  Score: Raw -3843041.078646 + Penalty 3426.799490 = -3839614.279155
  nChanged 1
		SP:Iteration 40F (157832.130000 sec): 3 clusters
  Score: Raw -3843042.531850 + Penalty 3426.799490 = -3839615.732359
  nChanged 5
		SP:Iteration 41Q (157832.460000 sec): 3 clusters
  Score: Raw -3843045.849402 + Penalty 3426.799490 = -3839619.049912
  nChanged 6
		SP:Iteration 42Q (157832.880000 sec): 3 clusters
  Score: Raw -3843049.836178 + Penalty 3426.799490 = -3839623.036688
  nChanged 4
		SP:Iteration 43Q (157833.250000 sec): 3 clusters
  Score: Raw -3843050.946572 + Penalty 3426.799490 = -3839624.147082
  nChanged 5
		SP:Iteration 44Q (157833.680000 sec): 3 clusters
  Score: Raw -3843054.150086 + Penalty 3426.799490 = -3839627.350595
  nChanged 5
		SP:Iteration 45Q (157834.070000 sec): 3 clusters
  Score: Raw -3843057.489939 + Penalty 3426.799490 = -3839630.690449
  nChanged 2
		SP:Iteration 46Q (157834.410000 sec): 3 clusters
  Score: Raw -3843058.493144 + Penalty 3426.799490 = -3839631.693654
  nChanged 3
		SP:Iteration 47Q (157834.810000 sec): 3 clusters
  Score: Raw -3843059.955724 + Penalty 3426.799490 = -3839633.156233
  nChanged 2
		SP:Iteration 48Q (157835.160000 sec): 3 clusters
  Score: Raw -3843061.121248 + Penalty 3426.799490 = -3839634.321758
  nChanged 2
		SP:Iteration 49Q (157835.530000 sec): 3 clusters
  Score: Raw -3843062.029726 + Penalty 3426.799490 = -3839635.230236
  nChanged 3
		SP:Iteration 50Q (157835.870000 sec): 3 clusters
  Score: Raw -3843063.371289 + Penalty 3426.799490 = -3839636.571799
  nChanged 2
		SP:Iteration 51Q (157836.260000 sec): 3 clusters
  Score: Raw -3843065.636668 + Penalty 3426.799490 = -3839638.837178
  nChanged 4
		SP:Iteration 52Q (157836.620000 sec): 3 clusters
  Score: Raw -3843067.984821 + Penalty 3426.799490 = -3839641.185331
  nChanged 2
		SP:Iteration 53Q (157837.000000 sec): 3 clusters
  Score: Raw -3843069.199167 + Penalty 3426.799490 = -3839642.399677
  nChanged 2
		SP:Iteration 54Q (157837.300000 sec): 3 clusters
  Score: Raw -3843070.918737 + Penalty 3426.799490 = -3839644.119247
  nChanged 4
		SP:Iteration 55Q (157837.710000 sec): 3 clusters
  Score: Raw -3843073.285710 + Penalty 3426.799490 = -3839646.486220
  nChanged 6
		SP:Iteration 56Q (157838.040000 sec): 3 clusters
  Score: Raw -3843075.629094 + Penalty 3426.799490 = -3839648.829604
  nChanged 2
		SP:Iteration 57Q (157838.360000 sec): 3 clusters
  Score: Raw -3843077.093356 + Penalty 3426.799490 = -3839650.293866
  nChanged 4
		SP:Iteration 58Q (157838.730000 sec): 3 clusters
  Score: Raw -3843078.970769 + Penalty 3426.799490 = -3839652.171278
  nChanged 1
		SP:Iteration 59Q (157839.050000 sec): 3 clusters
  Score: Raw -3843079.705121 + Penalty 3426.799490 = -3839652.905631
  nChanged 4
		SP:Iteration 60F (157839.450000 sec): 3 clusters
  Score: Raw -3843081.321956 + Penalty 3426.799490 = -3839654.522465
  nChanged 1
		SP:Iteration 61Q (157839.840000 sec): 3 clusters
  Score: Raw -3843081.913493 + Penalty 3426.799490 = -3839655.114002
  nChanged 1
		SP:Iteration 62Q (157840.170000 sec): 3 clusters
  Score: Raw -3843082.256032 + Penalty 3426.799490 = -3839655.456542
  nChanged 0
		SP:Iteration 63F (157840.530000 sec): 3 clusters
  Score: Raw -3843082.256032 + Penalty 3426.799490 = -3839655.456542
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 19 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157840.660000 sec): 2 clusters
  Score: Raw -18203.351253 + Penalty 873.482741 = -17329.868512
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157840.860000 sec): 3 clusters
  Score: Raw -18379.563897 + Penalty 1746.965482 = -16632.598415
  nChanged 33
		SP:Iteration 1F (157841.110000 sec): 3 clusters
  Score: Raw -18475.835198 + Penalty 1746.965482 = -16728.869715
  nChanged 13
		SP:Iteration 2F (157841.310000 sec): 3 clusters
  Score: Raw -18543.388217 + Penalty 1746.965482 = -16796.422735
  nChanged 6
		SP:Iteration 3Q (157841.450000 sec): 3 clusters
  Score: Raw -18604.250067 + Penalty 1746.965482 = -16857.284584
  nChanged 10
		SP:Iteration 4Q (157841.660000 sec): 3 clusters
  Score: Raw -18667.473237 + Penalty 1746.965482 = -16920.507755
  nChanged 5
		SP:Iteration 5Q (157841.870000 sec): 3 clusters
  Score: Raw -18696.569858 + Penalty 1746.965482 = -16949.604376
  nChanged 2
		SP:Iteration 6Q (157842.060000 sec): 3 clusters
  Score: Raw -18703.600906 + Penalty 1746.965482 = -16956.635423
  nChanged 1
		SP:Iteration 7Q (157842.210000 sec): 3 clusters
  Score: Raw -18704.795707 + Penalty 1746.965482 = -16957.830224
  nChanged 0
		SP:Iteration 8F (157842.400000 sec): 3 clusters
  Score: Raw -18704.795707 + Penalty 1746.965482 = -16957.830224
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 20 (8344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157842.550000 sec): 2 clusters
  Score: Raw -869673.720934 + Penalty 1467.260924 = -868206.460010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157842.820000 sec): 3 clusters
  Score: Raw -865013.182371 + Penalty 2934.521849 = -862078.660522
  nChanged 3551
		SP:Iteration 1F (157843.050000 sec): 3 clusters
  Score: Raw -867025.601486 + Penalty 2934.521849 = -864091.079637
  nChanged 564
		SP:Iteration 2F (157843.270000 sec): 3 clusters
  Score: Raw -867275.465752 + Penalty 2934.521849 = -864340.943903
  nChanged 399
		SP:Iteration 3Q (157843.500000 sec): 3 clusters
  Score: Raw -867446.898580 + Penalty 2934.521849 = -864512.376731
  nChanged 356
		SP:Iteration 4Q (157843.710000 sec): 3 clusters
  Score: Raw -867609.727093 + Penalty 2934.521849 = -864675.205244
  nChanged 365
		SP:Iteration 5Q (157843.900000 sec): 3 clusters
  Score: Raw -867799.285342 + Penalty 2934.521849 = -864864.763493
  nChanged 370
		SP:Iteration 6Q (157844.110000 sec): 3 clusters
  Score: Raw -868017.008103 + Penalty 2934.521849 = -865082.486254
  nChanged 418
		SP:Iteration 7F (157844.380000 sec): 3 clusters
  Score: Raw -868286.890305 + Penalty 2934.521849 = -865352.368456
  nChanged 403
		SP:Iteration 8Q (157844.630000 sec): 3 clusters
  Score: Raw -868528.603678 + Penalty 2934.521849 = -865594.081829
  nChanged 336
		SP:Iteration 9Q (157844.870000 sec): 3 clusters
  Score: Raw -868761.264778 + Penalty 2934.521849 = -865826.742929
  nChanged 330
		SP:Iteration 10Q (157845.070000 sec): 3 clusters
  Score: Raw -868980.279374 + Penalty 2934.521849 = -866045.757525
  nChanged 249
		SP:Iteration 11Q (157845.320000 sec): 3 clusters
  Score: Raw -869161.004719 + Penalty 2934.521849 = -866226.482870
  nChanged 218
		SP:Iteration 12Q (157845.520000 sec): 3 clusters
  Score: Raw -869315.892877 + Penalty 2934.521849 = -866381.371028
  nChanged 197
		SP:Iteration 13Q (157845.730000 sec): 3 clusters
  Score: Raw -869451.750289 + Penalty 2934.521849 = -866517.228440
  nChanged 145
		SP:Iteration 14Q (157845.920000 sec): 3 clusters
  Score: Raw -869544.432536 + Penalty 2934.521849 = -866609.910687
  nChanged 100
		SP:Iteration 15Q (157846.170000 sec): 3 clusters
  Score: Raw -869605.159064 + Penalty 2934.521849 = -866670.637215
  nChanged 66
		SP:Iteration 16Q (157846.420000 sec): 3 clusters
  Score: Raw -869641.115815 + Penalty 2934.521849 = -866706.593966
  nChanged 48
		SP:Iteration 17Q (157846.670000 sec): 3 clusters
  Score: Raw -869664.596532 + Penalty 2934.521849 = -866730.074683
  nChanged 51
		SP:Iteration 18Q (157846.920000 sec): 3 clusters
  Score: Raw -869692.861635 + Penalty 2934.521849 = -866758.339786
  nChanged 36
		SP:Iteration 19Q (157847.100000 sec): 3 clusters
  Score: Raw -869717.442431 + Penalty 2934.521849 = -866782.920582
  nChanged 37
		SP:Iteration 20F (157847.320000 sec): 3 clusters
  Score: Raw -869739.025437 + Penalty 2934.521849 = -866804.503588
  nChanged 33
		SP:Iteration 21Q (157847.540000 sec): 3 clusters
  Score: Raw -869757.712281 + Penalty 2934.521849 = -866823.190432
  nChanged 30
		SP:Iteration 22Q (157847.770000 sec): 3 clusters
  Score: Raw -869773.899305 + Penalty 2934.521849 = -866839.377456
  nChanged 20
		SP:Iteration 23Q (157847.990000 sec): 3 clusters
  Score: Raw -869786.285323 + Penalty 2934.521849 = -866851.763474
  nChanged 12
		SP:Iteration 24Q (157848.210000 sec): 3 clusters
  Score: Raw -869795.018126 + Penalty 2934.521849 = -866860.496277
  nChanged 13
		SP:Iteration 25Q (157848.450000 sec): 3 clusters
  Score: Raw -869806.046648 + Penalty 2934.521849 = -866871.524799
  nChanged 16
		SP:Iteration 26Q (157848.630000 sec): 3 clusters
  Score: Raw -869817.766137 + Penalty 2934.521849 = -866883.244288
  nChanged 14
		SP:Iteration 27Q (157848.890000 sec): 3 clusters
  Score: Raw -869828.418711 + Penalty 2934.521849 = -866893.896862
  nChanged 14
		SP:Iteration 28Q (157849.060000 sec): 3 clusters
  Score: Raw -869837.448232 + Penalty 2934.521849 = -866902.926383
  nChanged 15
		SP:Iteration 29Q (157849.290000 sec): 3 clusters
  Score: Raw -869848.640093 + Penalty 2934.521849 = -866914.118244
  nChanged 12
		SP:Iteration 30Q (157849.490000 sec): 3 clusters
  Score: Raw -869857.949605 + Penalty 2934.521849 = -866923.427756
  nChanged 10
		SP:Iteration 31Q (157849.710000 sec): 3 clusters
  Score: Raw -869863.557523 + Penalty 2934.521849 = -866929.035674
  nChanged 6
		SP:Iteration 32Q (157849.830000 sec): 3 clusters
  Score: Raw -869866.034439 + Penalty 2934.521849 = -866931.512590
  nChanged 4
		SP:Iteration 33Q (157849.990000 sec): 3 clusters
  Score: Raw -869869.143333 + Penalty 2934.521849 = -866934.621484
  nChanged 4
		SP:Iteration 34Q (157850.150000 sec): 3 clusters
  Score: Raw -869872.298954 + Penalty 2934.521849 = -866937.777105
  nChanged 5
		SP:Iteration 35Q (157850.310000 sec): 3 clusters
  Score: Raw -869876.131649 + Penalty 2934.521849 = -866941.609800
  nChanged 4
		SP:Iteration 36Q (157850.480000 sec): 3 clusters
  Score: Raw -869877.781935 + Penalty 2934.521849 = -866943.260086
  nChanged 1
		SP:Iteration 37Q (157850.640000 sec): 3 clusters
  Score: Raw -869878.068360 + Penalty 2934.521849 = -866943.546511
  nChanged 0
		SP:Iteration 38F (157850.820000 sec): 3 clusters
  Score: Raw -869878.068360 + Penalty 2934.521849 = -866943.546511
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 21 (75093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157851.280000 sec): 2 clusters
  Score: Raw -7712808.027662 + Penalty 1824.303426 = -7710983.724236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157851.940000 sec): 3 clusters
  Score: Raw -7664406.723999 + Penalty 3648.606853 = -7660758.117146
  nChanged 35645
		SP:Iteration 1F (157852.590000 sec): 3 clusters
  Score: Raw -7684914.577064 + Penalty 3648.606853 = -7681265.970211
  nChanged 2573
		SP:Iteration 2Q (157853.270000 sec): 3 clusters
  Score: Raw -7685585.287086 + Penalty 3648.606853 = -7681936.680233
  nChanged 2648
		SP:Iteration 3Q (157853.990000 sec): 3 clusters
  Score: Raw -7686424.110868 + Penalty 3648.606853 = -7682775.504015
  nChanged 2969
		SP:Iteration 4Q (157854.670000 sec): 3 clusters
  Score: Raw -7687570.960346 + Penalty 3648.606853 = -7683922.353493
  nChanged 3427
		SP:Iteration 5Q (157855.430000 sec): 3 clusters
  Score: Raw -7689078.671991 + Penalty 3648.606853 = -7685430.065138
  nChanged 3661
		SP:Iteration 6Q (157856.030000 sec): 3 clusters
  Score: Raw -7690891.757404 + Penalty 3648.606853 = -7687243.150551
  nChanged 4011
		SP:Iteration 7F (157856.610000 sec): 3 clusters
  Score: Raw -7693040.133621 + Penalty 3648.606853 = -7689391.526768
  nChanged 4175
		SP:Iteration 8F (157857.180000 sec): 3 clusters
  Score: Raw -7695484.774301 + Penalty 3648.606853 = -7691836.167448
  nChanged 4129
		SP:Iteration 9F (157857.740000 sec): 3 clusters
  Score: Raw -7698057.853096 + Penalty 3648.606853 = -7694409.246243
  nChanged 3756
		SP:Iteration 10F (157858.310000 sec): 3 clusters
  Score: Raw -7700188.289192 + Penalty 3648.606853 = -7696539.682339
  nChanged 2931
		SP:Iteration 11Q (157858.850000 sec): 3 clusters
  Score: Raw -7701442.402594 + Penalty 3648.606853 = -7697793.795741
  nChanged 2164
		SP:Iteration 12Q (157859.420000 sec): 3 clusters
  Score: Raw -7702137.781322 + Penalty 3648.606853 = -7698489.174469
  nChanged 1515
		SP:Iteration 13Q (157859.990000 sec): 3 clusters
  Score: Raw -7702548.551654 + Penalty 3648.606853 = -7698899.944801
  nChanged 1272
		SP:Iteration 14Q (157860.550000 sec): 3 clusters
  Score: Raw -7702867.872307 + Penalty 3648.606853 = -7699219.265454
  nChanged 1108
		SP:Iteration 15Q (157861.190000 sec): 3 clusters
  Score: Raw -7703143.048776 + Penalty 3648.606853 = -7699494.441923
  nChanged 1114
		SP:Iteration 16Q (157861.730000 sec): 3 clusters
  Score: Raw -7703401.087473 + Penalty 3648.606853 = -7699752.480620
  nChanged 1057
		SP:Iteration 17Q (157862.280000 sec): 3 clusters
  Score: Raw -7703637.020699 + Penalty 3648.606853 = -7699988.413846
  nChanged 1075
		SP:Iteration 18Q (157862.870000 sec): 3 clusters
  Score: Raw -7703894.009558 + Penalty 3648.606853 = -7700245.402705
  nChanged 1169
		SP:Iteration 19Q (157863.380000 sec): 3 clusters
  Score: Raw -7704199.130922 + Penalty 3648.606853 = -7700550.524069
  nChanged 1267
		SP:Iteration 20F (157863.910000 sec): 3 clusters
  Score: Raw -7704545.662753 + Penalty 3648.606853 = -7700897.055900
  nChanged 1272
		SP:Iteration 21Q (157864.470000 sec): 3 clusters
  Score: Raw -7704909.479035 + Penalty 3648.606853 = -7701260.872182
  nChanged 1292
		SP:Iteration 22Q (157865.070000 sec): 3 clusters
  Score: Raw -7705304.360854 + Penalty 3648.606853 = -7701655.754001
  nChanged 1349
		SP:Iteration 23Q (157865.610000 sec): 3 clusters
  Score: Raw -7705723.766413 + Penalty 3648.606853 = -7702075.159560
  nChanged 1353
		SP:Iteration 24Q (157866.230000 sec): 3 clusters
  Score: Raw -7706166.063878 + Penalty 3648.606853 = -7702517.457025
  nChanged 1424
		SP:Iteration 25Q (157866.770000 sec): 3 clusters
  Score: Raw -7706657.179463 + Penalty 3648.606853 = -7703008.572610
  nChanged 1459
		SP:Iteration 26Q (157867.310000 sec): 3 clusters
  Score: Raw -7707190.843007 + Penalty 3648.606853 = -7703542.236154
  nChanged 1439
		SP:Iteration 27Q (157867.840000 sec): 3 clusters
  Score: Raw -7707733.453054 + Penalty 3648.606853 = -7704084.846201
  nChanged 1413
		SP:Iteration 28Q (157868.380000 sec): 3 clusters
  Score: Raw -7708261.295506 + Penalty 3648.606853 = -7704612.688653
  nChanged 1430
		SP:Iteration 29Q (157868.870000 sec): 3 clusters
  Score: Raw -7708813.729841 + Penalty 3648.606853 = -7705165.122988
  nChanged 1371
		SP:Iteration 30Q (157869.360000 sec): 3 clusters
  Score: Raw -7709352.883588 + Penalty 3648.606853 = -7705704.276735
  nChanged 1380
		SP:Iteration 31Q (157869.860000 sec): 3 clusters
  Score: Raw -7709925.029408 + Penalty 3648.606853 = -7706276.422555
  nChanged 1312
		SP:Iteration 32Q (157870.410000 sec): 3 clusters
  Score: Raw -7710484.864411 + Penalty 3648.606853 = -7706836.257558
  nChanged 1160
		SP:Iteration 33Q (157870.890000 sec): 3 clusters
  Score: Raw -7710964.730424 + Penalty 3648.606853 = -7707316.123571
  nChanged 1043
		SP:Iteration 34Q (157871.450000 sec): 3 clusters
  Score: Raw -7711424.604472 + Penalty 3648.606853 = -7707775.997619
  nChanged 943
		SP:Iteration 35Q (157871.990000 sec): 3 clusters
  Score: Raw -7711862.981046 + Penalty 3648.606853 = -7708214.374194
  nChanged 790
		SP:Iteration 36Q (157872.550000 sec): 3 clusters
  Score: Raw -7712216.062600 + Penalty 3648.606853 = -7708567.455747
  nChanged 651
		SP:Iteration 37Q (157873.080000 sec): 3 clusters
  Score: Raw -7712525.827592 + Penalty 3648.606853 = -7708877.220739
  nChanged 598
		SP:Iteration 38Q (157873.630000 sec): 3 clusters
  Score: Raw -7712845.779840 + Penalty 3648.606853 = -7709197.172988
  nChanged 497
		SP:Iteration 39Q (157874.230000 sec): 3 clusters
  Score: Raw -7713100.927694 + Penalty 3648.606853 = -7709452.320841
  nChanged 397
		SP:Iteration 40F (157874.800000 sec): 3 clusters
  Score: Raw -7713317.747651 + Penalty 3648.606853 = -7709669.140798
  nChanged 343
		SP:Iteration 41Q (157875.360000 sec): 3 clusters
  Score: Raw -7713497.462463 + Penalty 3648.606853 = -7709848.855610
  nChanged 249
		SP:Iteration 42Q (157875.890000 sec): 3 clusters
  Score: Raw -7713622.741828 + Penalty 3648.606853 = -7709974.134975
  nChanged 207
		SP:Iteration 43Q (157876.390000 sec): 3 clusters
  Score: Raw -7713721.437679 + Penalty 3648.606853 = -7710072.830826
  nChanged 149
		SP:Iteration 44Q (157876.870000 sec): 3 clusters
  Score: Raw -7713805.526140 + Penalty 3648.606853 = -7710156.919287
  nChanged 115
		SP:Iteration 45Q (157877.390000 sec): 3 clusters
  Score: Raw -7713859.045557 + Penalty 3648.606853 = -7710210.438704
  nChanged 104
		SP:Iteration 46Q (157877.860000 sec): 3 clusters
  Score: Raw -7713908.348581 + Penalty 3648.606853 = -7710259.741728
  nChanged 90
		SP:Iteration 47Q (157878.380000 sec): 3 clusters
  Score: Raw -7713943.287736 + Penalty 3648.606853 = -7710294.680883
  nChanged 68
		SP:Iteration 48Q (157878.930000 sec): 3 clusters
  Score: Raw -7713966.798651 + Penalty 3648.606853 = -7710318.191798
  nChanged 67
		SP:Iteration 49Q (157879.450000 sec): 3 clusters
  Score: Raw -7713991.473665 + Penalty 3648.606853 = -7710342.866812
  nChanged 60
		SP:Iteration 50Q (157879.990000 sec): 3 clusters
  Score: Raw -7714009.916647 + Penalty 3648.606853 = -7710361.309794
  nChanged 44
		SP:Iteration 51Q (157880.510000 sec): 3 clusters
  Score: Raw -7714023.719507 + Penalty 3648.606853 = -7710375.112654
  nChanged 34
		SP:Iteration 52Q (157880.990000 sec): 3 clusters
  Score: Raw -7714032.100890 + Penalty 3648.606853 = -7710383.494037
  nChanged 23
		SP:Iteration 53Q (157881.470000 sec): 3 clusters
  Score: Raw -7714036.245516 + Penalty 3648.606853 = -7710387.638663
  nChanged 19
		SP:Iteration 54Q (157881.950000 sec): 3 clusters
  Score: Raw -7714041.597370 + Penalty 3648.606853 = -7710392.990518
  nChanged 23
		SP:Iteration 55Q (157882.400000 sec): 3 clusters
  Score: Raw -7714046.101293 + Penalty 3648.606853 = -7710397.494440
  nChanged 15
		SP:Iteration 56Q (157882.880000 sec): 3 clusters
  Score: Raw -7714049.685041 + Penalty 3648.606853 = -7710401.078188
  nChanged 19
		SP:Iteration 57Q (157883.370000 sec): 3 clusters
  Score: Raw -7714052.847023 + Penalty 3648.606853 = -7710404.240170
  nChanged 8
		SP:Iteration 58Q (157883.800000 sec): 3 clusters
  Score: Raw -7714054.067463 + Penalty 3648.606853 = -7710405.460610
  nChanged 5
		SP:Iteration 59Q (157884.300000 sec): 3 clusters
  Score: Raw -7714055.211351 + Penalty 3648.606853 = -7710406.604499
  nChanged 10
		SP:Iteration 60F (157884.830000 sec): 3 clusters
  Score: Raw -7714066.048313 + Penalty 3648.606853 = -7710417.441460
  nChanged 18
		SP:Iteration 61Q (157885.330000 sec): 3 clusters
  Score: Raw -7714074.107935 + Penalty 3648.606853 = -7710425.501083
  nChanged 18
		SP:Iteration 62Q (157885.860000 sec): 3 clusters
  Score: Raw -7714078.026540 + Penalty 3648.606853 = -7710429.419687
  nChanged 17
		SP:Iteration 63Q (157886.450000 sec): 3 clusters
  Score: Raw -7714081.855349 + Penalty 3648.606853 = -7710433.248496
  nChanged 13
		SP:Iteration 64Q (157887.000000 sec): 3 clusters
  Score: Raw -7714083.816545 + Penalty 3648.606853 = -7710435.209692
  nChanged 7
		SP:Iteration 65Q (157887.540000 sec): 3 clusters
  Score: Raw -7714085.132383 + Penalty 3648.606853 = -7710436.525530
  nChanged 4
		SP:Iteration 66Q (157888.150000 sec): 3 clusters
  Score: Raw -7714085.549856 + Penalty 3648.606853 = -7710436.943003
  nChanged 4
		SP:Iteration 67Q (157888.730000 sec): 3 clusters
  Score: Raw -7714086.148102 + Penalty 3648.606853 = -7710437.541249
  nChanged 5
		SP:Iteration 68Q (157889.240000 sec): 3 clusters
  Score: Raw -7714086.894228 + Penalty 3648.606853 = -7710438.287375
  nChanged 6
		SP:Iteration 69Q (157889.760000 sec): 3 clusters
  Score: Raw -7714087.557887 + Penalty 3648.606853 = -7710438.951034
  nChanged 4
		SP:Iteration 70Q (157890.290000 sec): 3 clusters
  Score: Raw -7714088.353063 + Penalty 3648.606853 = -7710439.746210
  nChanged 1
		SP:Iteration 71Q (157890.790000 sec): 3 clusters
  Score: Raw -7714088.584083 + Penalty 3648.606853 = -7710439.977230
  nChanged 3
		SP:Iteration 72Q (157891.260000 sec): 3 clusters
  Score: Raw -7714088.886335 + Penalty 3648.606853 = -7710440.279483
  nChanged 1
		SP:Iteration 73Q (157891.720000 sec): 3 clusters
  Score: Raw -7714089.067972 + Penalty 3648.606853 = -7710440.461119
  nChanged 3
		SP:Iteration 74Q (157892.210000 sec): 3 clusters
  Score: Raw -7714089.840766 + Penalty 3648.606853 = -7710441.233913
  nChanged 5
		SP:Iteration 75Q (157892.690000 sec): 3 clusters
  Score: Raw -7714090.480683 + Penalty 3648.606853 = -7710441.873830
  nChanged 1
		SP:Iteration 76Q (157893.190000 sec): 3 clusters
  Score: Raw -7714090.660390 + Penalty 3648.606853 = -7710442.053537
  nChanged 1
		SP:Iteration 77Q (157893.650000 sec): 3 clusters
  Score: Raw -7714090.736749 + Penalty 3648.606853 = -7710442.129896
  nChanged 1
		SP:Iteration 78Q (157894.120000 sec): 3 clusters
  Score: Raw -7714090.920227 + Penalty 3648.606853 = -7710442.313374
  nChanged 1
		SP:Iteration 79Q (157894.570000 sec): 3 clusters
  Score: Raw -7714091.026405 + Penalty 3648.606853 = -7710442.419552
  nChanged 0
		SP:Iteration 80F (157895.050000 sec): 3 clusters
  Score: Raw -7714091.026405 + Penalty 3648.606853 = -7710442.419552
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 22 (14955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157895.200000 sec): 2 clusters
  Score: Raw -1548050.344004 + Penalty 1562.080158 = -1546488.263847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157895.470000 sec): 3 clusters
  Score: Raw -1539199.800642 + Penalty 3124.160316 = -1536075.640326
  nChanged 6671
		SP:Iteration 1F (157895.710000 sec): 3 clusters
  Score: Raw -1542851.680120 + Penalty 3124.160316 = -1539727.519805
  nChanged 885
		SP:Iteration 2F (157895.950000 sec): 3 clusters
  Score: Raw -1543250.798739 + Penalty 3124.160316 = -1540126.638423
  nChanged 867
		SP:Iteration 3F (157896.200000 sec): 3 clusters
  Score: Raw -1543655.284520 + Penalty 3124.160316 = -1540531.124205
  nChanged 826
		SP:Iteration 4F (157896.480000 sec): 3 clusters
  Score: Raw -1544090.414639 + Penalty 3124.160316 = -1540966.254323
  nChanged 910
		SP:Iteration 5F (157896.790000 sec): 3 clusters
  Score: Raw -1544610.217074 + Penalty 3124.160316 = -1541486.056758
  nChanged 949
		SP:Iteration 6F (157897.090000 sec): 3 clusters
  Score: Raw -1545149.330004 + Penalty 3124.160316 = -1542025.169688
  nChanged 874
		SP:Iteration 7F (157897.330000 sec): 3 clusters
  Score: Raw -1545633.359948 + Penalty 3124.160316 = -1542509.199632
  nChanged 730
		SP:Iteration 8Q (157897.600000 sec): 3 clusters
  Score: Raw -1546023.241738 + Penalty 3124.160316 = -1542899.081423
  nChanged 641
		SP:Iteration 9Q (157897.860000 sec): 3 clusters
  Score: Raw -1546380.745291 + Penalty 3124.160316 = -1543256.584975
  nChanged 544
		SP:Iteration 10Q (157898.160000 sec): 3 clusters
  Score: Raw -1546656.118086 + Penalty 3124.160316 = -1543531.957770
  nChanged 440
		SP:Iteration 11Q (157898.400000 sec): 3 clusters
  Score: Raw -1546895.498430 + Penalty 3124.160316 = -1543771.338114
  nChanged 421
		SP:Iteration 12Q (157898.690000 sec): 3 clusters
  Score: Raw -1547135.750675 + Penalty 3124.160316 = -1544011.590360
  nChanged 326
		SP:Iteration 13Q (157899.000000 sec): 3 clusters
  Score: Raw -1547314.236523 + Penalty 3124.160316 = -1544190.076208
  nChanged 276
		SP:Iteration 14Q (157899.270000 sec): 3 clusters
  Score: Raw -1547464.317166 + Penalty 3124.160316 = -1544340.156850
  nChanged 256
		SP:Iteration 15Q (157899.570000 sec): 3 clusters
  Score: Raw -1547620.059243 + Penalty 3124.160316 = -1544495.898927
  nChanged 226
		SP:Iteration 16Q (157899.820000 sec): 3 clusters
  Score: Raw -1547775.875651 + Penalty 3124.160316 = -1544651.715336
  nChanged 195
		SP:Iteration 17Q (157900.140000 sec): 3 clusters
  Score: Raw -1547904.310193 + Penalty 3124.160316 = -1544780.149877
  nChanged 142
		SP:Iteration 18Q (157900.420000 sec): 3 clusters
  Score: Raw -1547997.764402 + Penalty 3124.160316 = -1544873.604086
  nChanged 103
		SP:Iteration 19Q (157900.710000 sec): 3 clusters
  Score: Raw -1548069.576566 + Penalty 3124.160316 = -1544945.416250
  nChanged 75
		SP:Iteration 20F (157900.960000 sec): 3 clusters
  Score: Raw -1548120.034237 + Penalty 3124.160316 = -1544995.873922
  nChanged 52
		SP:Iteration 21Q (157901.260000 sec): 3 clusters
  Score: Raw -1548152.940572 + Penalty 3124.160316 = -1545028.780256
  nChanged 38
		SP:Iteration 22Q (157901.510000 sec): 3 clusters
  Score: Raw -1548175.130860 + Penalty 3124.160316 = -1545050.970544
  nChanged 26
		SP:Iteration 23Q (157901.750000 sec): 3 clusters
  Score: Raw -1548189.716421 + Penalty 3124.160316 = -1545065.556105
  nChanged 18
		SP:Iteration 24Q (157902.010000 sec): 3 clusters
  Score: Raw -1548199.547212 + Penalty 3124.160316 = -1545075.386897
  nChanged 12
		SP:Iteration 25Q (157902.280000 sec): 3 clusters
  Score: Raw -1548207.032306 + Penalty 3124.160316 = -1545082.871990
  nChanged 9
		SP:Iteration 26Q (157902.500000 sec): 3 clusters
  Score: Raw -1548213.027612 + Penalty 3124.160316 = -1545088.867297
  nChanged 9
		SP:Iteration 27Q (157902.790000 sec): 3 clusters
  Score: Raw -1548218.811332 + Penalty 3124.160316 = -1545094.651016
  nChanged 4
		SP:Iteration 28Q (157902.980000 sec): 3 clusters
  Score: Raw -1548221.009002 + Penalty 3124.160316 = -1545096.848687
  nChanged 2
		SP:Iteration 29Q (157903.220000 sec): 3 clusters
  Score: Raw -1548221.875465 + Penalty 3124.160316 = -1545097.715149
  nChanged 4
		SP:Iteration 30Q (157903.520000 sec): 3 clusters
  Score: Raw -1548223.147483 + Penalty 3124.160316 = -1545098.987167
  nChanged 3
		SP:Iteration 31Q (157903.840000 sec): 3 clusters
  Score: Raw -1548225.119316 + Penalty 3124.160316 = -1545100.959000
  nChanged 3
		SP:Iteration 32Q (157904.030000 sec): 3 clusters
  Score: Raw -1548227.098988 + Penalty 3124.160316 = -1545102.938672
  nChanged 3
		SP:Iteration 33Q (157904.290000 sec): 3 clusters
  Score: Raw -1548228.333924 + Penalty 3124.160316 = -1545104.173608
  nChanged 4
		SP:Iteration 34Q (157904.550000 sec): 3 clusters
  Score: Raw -1548231.857834 + Penalty 3124.160316 = -1545107.697518
  nChanged 5
		SP:Iteration 35Q (157904.780000 sec): 3 clusters
  Score: Raw -1548234.410208 + Penalty 3124.160316 = -1545110.249892
  nChanged 1
		SP:Iteration 36Q (157905.070000 sec): 3 clusters
  Score: Raw -1548234.838120 + Penalty 3124.160316 = -1545110.677804
  nChanged 0
		SP:Iteration 37F (157905.380000 sec): 3 clusters
  Score: Raw -1548234.838120 + Penalty 3124.160316 = -1545110.677804
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 23 (19995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157905.500000 sec): 2 clusters
  Score: Raw -1925955.119629 + Penalty 1609.276097 = -1924345.843532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157905.850000 sec): 3 clusters
  Score: Raw -1913877.215301 + Penalty 3218.552194 = -1910658.663107
  nChanged 9038
		SP:Iteration 1F (157906.100000 sec): 3 clusters
  Score: Raw -1919104.163795 + Penalty 3218.552194 = -1915885.611601
  nChanged 1229
		SP:Iteration 2F (157906.390000 sec): 3 clusters
  Score: Raw -1919787.895700 + Penalty 3218.552194 = -1916569.343506
  nChanged 1287
		SP:Iteration 3F (157906.720000 sec): 3 clusters
  Score: Raw -1920559.508862 + Penalty 3218.552194 = -1917340.956668
  nChanged 1271
		SP:Iteration 4F (157907.000000 sec): 3 clusters
  Score: Raw -1921314.808193 + Penalty 3218.552194 = -1918096.255999
  nChanged 1119
		SP:Iteration 5F (157907.360000 sec): 3 clusters
  Score: Raw -1921960.443615 + Penalty 3218.552194 = -1918741.891421
  nChanged 1092
		SP:Iteration 6F (157907.660000 sec): 3 clusters
  Score: Raw -1922595.306135 + Penalty 3218.552194 = -1919376.753941
  nChanged 991
		SP:Iteration 7Q (157907.970000 sec): 3 clusters
  Score: Raw -1923168.312508 + Penalty 3218.552194 = -1919949.760313
  nChanged 910
		SP:Iteration 8Q (157908.250000 sec): 3 clusters
  Score: Raw -1923661.586980 + Penalty 3218.552194 = -1920443.034786
  nChanged 781
		SP:Iteration 9Q (157908.470000 sec): 3 clusters
  Score: Raw -1924056.217142 + Penalty 3218.552194 = -1920837.664948
  nChanged 672
		SP:Iteration 10Q (157908.770000 sec): 3 clusters
  Score: Raw -1924342.855879 + Penalty 3218.552194 = -1921124.303684
  nChanged 545
		SP:Iteration 11Q (157909.040000 sec): 3 clusters
  Score: Raw -1924567.422094 + Penalty 3218.552194 = -1921348.869900
  nChanged 474
		SP:Iteration 12Q (157909.300000 sec): 3 clusters
  Score: Raw -1924758.195342 + Penalty 3218.552194 = -1921539.643147
  nChanged 465
		SP:Iteration 13Q (157909.570000 sec): 3 clusters
  Score: Raw -1924951.640458 + Penalty 3218.552194 = -1921733.088264
  nChanged 454
		SP:Iteration 14Q (157909.860000 sec): 3 clusters
  Score: Raw -1925154.410605 + Penalty 3218.552194 = -1921935.858411
  nChanged 461
		SP:Iteration 15Q (157910.140000 sec): 3 clusters
  Score: Raw -1925354.697645 + Penalty 3218.552194 = -1922136.145450
  nChanged 444
		SP:Iteration 16Q (157910.410000 sec): 3 clusters
  Score: Raw -1925550.422921 + Penalty 3218.552194 = -1922331.870726
  nChanged 419
		SP:Iteration 17Q (157910.690000 sec): 3 clusters
  Score: Raw -1925742.376723 + Penalty 3218.552194 = -1922523.824528
  nChanged 371
		SP:Iteration 18Q (157910.950000 sec): 3 clusters
  Score: Raw -1925924.796843 + Penalty 3218.552194 = -1922706.244649
  nChanged 324
		SP:Iteration 19Q (157911.240000 sec): 3 clusters
  Score: Raw -1926079.770503 + Penalty 3218.552194 = -1922861.218309
  nChanged 256
		SP:Iteration 20F (157911.550000 sec): 3 clusters
  Score: Raw -1926201.108884 + Penalty 3218.552194 = -1922982.556690
  nChanged 240
		SP:Iteration 21Q (157911.820000 sec): 3 clusters
  Score: Raw -1926301.735824 + Penalty 3218.552194 = -1923083.183630
  nChanged 195
		SP:Iteration 22Q (157912.180000 sec): 3 clusters
  Score: Raw -1926380.400243 + Penalty 3218.552194 = -1923161.848048
  nChanged 170
		SP:Iteration 23Q (157912.480000 sec): 3 clusters
  Score: Raw -1926463.161617 + Penalty 3218.552194 = -1923244.609422
  nChanged 152
		SP:Iteration 24Q (157912.790000 sec): 3 clusters
  Score: Raw -1926523.708326 + Penalty 3218.552194 = -1923305.156132
  nChanged 103
		SP:Iteration 25Q (157913.070000 sec): 3 clusters
  Score: Raw -1926557.074254 + Penalty 3218.552194 = -1923338.522060
  nChanged 76
		SP:Iteration 26Q (157913.380000 sec): 3 clusters
  Score: Raw -1926581.900487 + Penalty 3218.552194 = -1923363.348293
  nChanged 56
		SP:Iteration 27Q (157913.710000 sec): 3 clusters
  Score: Raw -1926604.262617 + Penalty 3218.552194 = -1923385.710423
  nChanged 44
		SP:Iteration 28Q (157914.020000 sec): 3 clusters
  Score: Raw -1926616.463798 + Penalty 3218.552194 = -1923397.911603
  nChanged 35
		SP:Iteration 29Q (157914.320000 sec): 3 clusters
  Score: Raw -1926627.167951 + Penalty 3218.552194 = -1923408.615757
  nChanged 35
		SP:Iteration 30Q (157914.600000 sec): 3 clusters
  Score: Raw -1926637.109249 + Penalty 3218.552194 = -1923418.557055
  nChanged 24
		SP:Iteration 31Q (157914.910000 sec): 3 clusters
  Score: Raw -1926645.374380 + Penalty 3218.552194 = -1923426.822185
  nChanged 19
		SP:Iteration 32Q (157915.190000 sec): 3 clusters
  Score: Raw -1926651.697120 + Penalty 3218.552194 = -1923433.144926
  nChanged 25
		SP:Iteration 33Q (157915.490000 sec): 3 clusters
  Score: Raw -1926658.757929 + Penalty 3218.552194 = -1923440.205734
  nChanged 21
		SP:Iteration 34Q (157915.750000 sec): 3 clusters
  Score: Raw -1926665.849711 + Penalty 3218.552194 = -1923447.297517
  nChanged 16
		SP:Iteration 35Q (157916.060000 sec): 3 clusters
  Score: Raw -1926671.370764 + Penalty 3218.552194 = -1923452.818569
  nChanged 16
		SP:Iteration 36Q (157916.320000 sec): 3 clusters
  Score: Raw -1926675.341989 + Penalty 3218.552194 = -1923456.789795
  nChanged 17
		SP:Iteration 37Q (157916.580000 sec): 3 clusters
  Score: Raw -1926680.720249 + Penalty 3218.552194 = -1923462.168055
  nChanged 19
		SP:Iteration 38Q (157916.880000 sec): 3 clusters
  Score: Raw -1926685.326835 + Penalty 3218.552194 = -1923466.774640
  nChanged 11
		SP:Iteration 39Q (157917.160000 sec): 3 clusters
  Score: Raw -1926687.410982 + Penalty 3218.552194 = -1923468.858787
  nChanged 8
		SP:Iteration 40F (157917.460000 sec): 3 clusters
  Score: Raw -1926689.070042 + Penalty 3218.552194 = -1923470.517847
  nChanged 8
		SP:Iteration 41Q (157917.740000 sec): 3 clusters
  Score: Raw -1926691.163464 + Penalty 3218.552194 = -1923472.611269
  nChanged 8
		SP:Iteration 42Q (157917.990000 sec): 3 clusters
  Score: Raw -1926693.226128 + Penalty 3218.552194 = -1923474.673934
  nChanged 9
		SP:Iteration 43Q (157918.270000 sec): 3 clusters
  Score: Raw -1926695.654310 + Penalty 3218.552194 = -1923477.102115
  nChanged 10
		SP:Iteration 44Q (157918.560000 sec): 3 clusters
  Score: Raw -1926697.957240 + Penalty 3218.552194 = -1923479.405046
  nChanged 3
		SP:Iteration 45Q (157918.850000 sec): 3 clusters
  Score: Raw -1926698.501281 + Penalty 3218.552194 = -1923479.949087
  nChanged 2
		SP:Iteration 46Q (157919.130000 sec): 3 clusters
  Score: Raw -1926698.799313 + Penalty 3218.552194 = -1923480.247119
  nChanged 2
		SP:Iteration 47Q (157919.390000 sec): 3 clusters
  Score: Raw -1926699.342545 + Penalty 3218.552194 = -1923480.790350
  nChanged 3
		SP:Iteration 48Q (157919.710000 sec): 3 clusters
  Score: Raw -1926700.291967 + Penalty 3218.552194 = -1923481.739773
  nChanged 2
		SP:Iteration 49Q (157920.040000 sec): 3 clusters
  Score: Raw -1926700.579731 + Penalty 3218.552194 = -1923482.027537
  nChanged 0
		SP:Iteration 50F (157920.360000 sec): 3 clusters
  Score: Raw -1926700.579731 + Penalty 3218.552194 = -1923482.027537
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 24 (482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157920.490000 sec): 2 clusters
  Score: Raw -49896.920641 + Penalty 1003.915919 = -48893.004722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157920.690000 sec): 3 clusters
  Score: Raw -49840.449598 + Penalty 2007.831837 = -47832.617761
  nChanged 99
		SP:Iteration 1F (157920.890000 sec): 3 clusters
  Score: Raw -49978.514577 + Penalty 2007.831837 = -47970.682740
  nChanged 30
		SP:Iteration 2F (157921.060000 sec): 3 clusters
  Score: Raw -50021.427894 + Penalty 2007.831837 = -48013.596057
  nChanged 10
		SP:Iteration 3Q (157921.280000 sec): 3 clusters
  Score: Raw -50033.874274 + Penalty 2007.831837 = -48026.042437
  nChanged 2
		SP:Iteration 4Q (157921.500000 sec): 3 clusters
  Score: Raw -50036.061023 + Penalty 2007.831837 = -48028.229186
  nChanged 2
		SP:Iteration 5Q (157921.720000 sec): 3 clusters
  Score: Raw -50039.306400 + Penalty 2007.831837 = -48031.474563
  nChanged 3
		SP:Iteration 6Q (157921.930000 sec): 3 clusters
  Score: Raw -50043.981107 + Penalty 2007.831837 = -48036.149270
  nChanged 5
		SP:Iteration 7Q (157922.190000 sec): 3 clusters
  Score: Raw -50050.519689 + Penalty 2007.831837 = -48042.687852
  nChanged 0
		SP:Iteration 8F (157922.390000 sec): 3 clusters
  Score: Raw -50050.519689 + Penalty 2007.831837 = -48042.687852
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 25 (31417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157922.620000 sec): 2 clusters
  Score: Raw -3497619.757458 + Penalty 1682.704469 = -3495937.052989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157922.970000 sec): 3 clusters
  Score: Raw -3478221.745204 + Penalty 3365.408939 = -3474856.336265
  nChanged 14382
		SP:Iteration 1F (157923.300000 sec): 3 clusters
  Score: Raw -3485987.273280 + Penalty 3365.408939 = -3482621.864342
  nChanged 1308
		SP:Iteration 2Q (157923.640000 sec): 3 clusters
  Score: Raw -3486373.106982 + Penalty 3365.408939 = -3483007.698043
  nChanged 1270
		SP:Iteration 3Q (157923.990000 sec): 3 clusters
  Score: Raw -3486797.080764 + Penalty 3365.408939 = -3483431.671825
  nChanged 1336
		SP:Iteration 4Q (157924.300000 sec): 3 clusters
  Score: Raw -3487335.459314 + Penalty 3365.408939 = -3483970.050375
  nChanged 1644
		SP:Iteration 5F (157924.650000 sec): 3 clusters
  Score: Raw -3488211.060676 + Penalty 3365.408939 = -3484845.651737
  nChanged 2030
		SP:Iteration 6F (157925.040000 sec): 3 clusters
  Score: Raw -3489560.201231 + Penalty 3365.408939 = -3486194.792292
  nChanged 2391
		SP:Iteration 7F (157925.420000 sec): 3 clusters
  Score: Raw -3491522.840057 + Penalty 3365.408939 = -3488157.431119
  nChanged 2432
		SP:Iteration 8F (157925.720000 sec): 3 clusters
  Score: Raw -3493870.152728 + Penalty 3365.408939 = -3490504.743789
  nChanged 1968
		SP:Iteration 9F (157926.090000 sec): 3 clusters
  Score: Raw -3495846.181056 + Penalty 3365.408939 = -3492480.772118
  nChanged 1107
		SP:Iteration 10Q (157926.440000 sec): 3 clusters
  Score: Raw -3496951.691063 + Penalty 3365.408939 = -3493586.282124
  nChanged 507
		SP:Iteration 11Q (157926.770000 sec): 3 clusters
  Score: Raw -3497426.682535 + Penalty 3365.408939 = -3494061.273596
  nChanged 207
		SP:Iteration 12Q (157927.120000 sec): 3 clusters
  Score: Raw -3497621.058209 + Penalty 3365.408939 = -3494255.649271
  nChanged 107
		SP:Iteration 13Q (157927.470000 sec): 3 clusters
  Score: Raw -3497721.054279 + Penalty 3365.408939 = -3494355.645340
  nChanged 43
		SP:Iteration 14Q (157927.840000 sec): 3 clusters
  Score: Raw -3497775.832908 + Penalty 3365.408939 = -3494410.423969
  nChanged 29
		SP:Iteration 15Q (157928.190000 sec): 3 clusters
  Score: Raw -3497815.508561 + Penalty 3365.408939 = -3494450.099622
  nChanged 21
		SP:Iteration 16Q (157928.460000 sec): 3 clusters
  Score: Raw -3497841.100787 + Penalty 3365.408939 = -3494475.691848
  nChanged 14
		SP:Iteration 17Q (157928.830000 sec): 3 clusters
  Score: Raw -3497865.451845 + Penalty 3365.408939 = -3494500.042906
  nChanged 9
		SP:Iteration 18Q (157929.150000 sec): 3 clusters
  Score: Raw -3497877.039864 + Penalty 3365.408939 = -3494511.630925
  nChanged 8
		SP:Iteration 19Q (157929.470000 sec): 3 clusters
  Score: Raw -3497886.806454 + Penalty 3365.408939 = -3494521.397515
  nChanged 4
		SP:Iteration 20F (157929.790000 sec): 3 clusters
  Score: Raw -3497892.286310 + Penalty 3365.408939 = -3494526.877371
  nChanged 5
		SP:Iteration 21Q (157930.120000 sec): 3 clusters
  Score: Raw -3497900.589153 + Penalty 3365.408939 = -3494535.180215
  nChanged 4
		SP:Iteration 22Q (157930.440000 sec): 3 clusters
  Score: Raw -3497906.487324 + Penalty 3365.408939 = -3494541.078385
  nChanged 4
		SP:Iteration 23Q (157930.780000 sec): 3 clusters
  Score: Raw -3497909.859760 + Penalty 3365.408939 = -3494544.450821
  nChanged 0
		SP:Iteration 24F (157931.090000 sec): 3 clusters
  Score: Raw -3497909.859760 + Penalty 3365.408939 = -3494544.450821
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 26 (6159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157931.240000 sec): 2 clusters
  Score: Raw -613547.348267 + Penalty 1417.921327 = -612129.426940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157931.480000 sec): 3 clusters
  Score: Raw -610224.254915 + Penalty 2835.842654 = -607388.412261
  nChanged 2561
		SP:Iteration 1F (157931.720000 sec): 3 clusters
  Score: Raw -611631.190709 + Penalty 2835.842654 = -608795.348054
  nChanged 410
		SP:Iteration 2F (157931.850000 sec): 3 clusters
  Score: Raw -611830.829681 + Penalty 2835.842654 = -608994.987027
  nChanged 332
		SP:Iteration 3F (157932.140000 sec): 3 clusters
  Score: Raw -612009.286969 + Penalty 2835.842654 = -609173.444315
  nChanged 330
		SP:Iteration 4F (157932.310000 sec): 3 clusters
  Score: Raw -612217.536279 + Penalty 2835.842654 = -609381.693625
  nChanged 362
		SP:Iteration 5F (157932.490000 sec): 3 clusters
  Score: Raw -612486.188762 + Penalty 2835.842654 = -609650.346107
  nChanged 399
		SP:Iteration 6F (157932.710000 sec): 3 clusters
  Score: Raw -612807.885255 + Penalty 2835.842654 = -609972.042600
  nChanged 383
		SP:Iteration 7F (157932.920000 sec): 3 clusters
  Score: Raw -613153.397608 + Penalty 2835.842654 = -610317.554954
  nChanged 356
		SP:Iteration 8F (157933.110000 sec): 3 clusters
  Score: Raw -613471.217370 + Penalty 2835.842654 = -610635.374716
  nChanged 284
		SP:Iteration 9Q (157933.330000 sec): 3 clusters
  Score: Raw -613738.235920 + Penalty 2835.842654 = -610902.393266
  nChanged 221
		SP:Iteration 10Q (157933.510000 sec): 3 clusters
  Score: Raw -613931.434180 + Penalty 2835.842654 = -611095.591526
  nChanged 155
		SP:Iteration 11Q (157933.690000 sec): 3 clusters
  Score: Raw -614046.642103 + Penalty 2835.842654 = -611210.799449
  nChanged 90
		SP:Iteration 12Q (157933.900000 sec): 3 clusters
  Score: Raw -614103.780004 + Penalty 2835.842654 = -611267.937349
  nChanged 62
		SP:Iteration 13Q (157934.090000 sec): 3 clusters
  Score: Raw -614147.209206 + Penalty 2835.842654 = -611311.366552
  nChanged 38
		SP:Iteration 14Q (157934.290000 sec): 3 clusters
  Score: Raw -614172.248750 + Penalty 2835.842654 = -611336.406096
  nChanged 32
		SP:Iteration 15Q (157934.500000 sec): 3 clusters
  Score: Raw -614191.724506 + Penalty 2835.842654 = -611355.881851
  nChanged 19
		SP:Iteration 16Q (157934.690000 sec): 3 clusters
  Score: Raw -614204.452417 + Penalty 2835.842654 = -611368.609762
  nChanged 19
		SP:Iteration 17Q (157934.910000 sec): 3 clusters
  Score: Raw -614213.326374 + Penalty 2835.842654 = -611377.483720
  nChanged 16
		SP:Iteration 18Q (157935.150000 sec): 3 clusters
  Score: Raw -614219.899916 + Penalty 2835.842654 = -611384.057261
  nChanged 5
		SP:Iteration 19Q (157935.350000 sec): 3 clusters
  Score: Raw -614223.385973 + Penalty 2835.842654 = -611387.543319
  nChanged 5
		SP:Iteration 20F (157935.560000 sec): 3 clusters
  Score: Raw -614225.548846 + Penalty 2835.842654 = -611389.706192
  nChanged 1
		SP:Iteration 21Q (157935.790000 sec): 3 clusters
  Score: Raw -614226.212863 + Penalty 2835.842654 = -611390.370208
  nChanged 2
		SP:Iteration 22Q (157936.060000 sec): 3 clusters
  Score: Raw -614227.544578 + Penalty 2835.842654 = -611391.701924
  nChanged 3
		SP:Iteration 23Q (157936.240000 sec): 3 clusters
  Score: Raw -614228.374898 + Penalty 2835.842654 = -611392.532244
  nChanged 1
		SP:Iteration 24Q (157936.450000 sec): 3 clusters
  Score: Raw -614228.639561 + Penalty 2835.842654 = -611392.796907
  nChanged 1
		SP:Iteration 25Q (157936.650000 sec): 3 clusters
  Score: Raw -614228.755595 + Penalty 2835.842654 = -611392.912941
  nChanged 0
		SP:Iteration 26F (157936.850000 sec): 3 clusters
  Score: Raw -614228.755595 + Penalty 2835.842654 = -611392.912941
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 27 (6710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157937.010000 sec): 2 clusters
  Score: Raw -671607.604735 + Penalty 1431.845062 = -670175.759673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157937.260000 sec): 3 clusters
  Score: Raw -667998.284591 + Penalty 2863.690125 = -665134.594466
  nChanged 2754
		SP:Iteration 1F (157937.450000 sec): 3 clusters
  Score: Raw -669629.541135 + Penalty 2863.690125 = -666765.851011
  nChanged 520
		SP:Iteration 2F (157937.670000 sec): 3 clusters
  Score: Raw -669930.189673 + Penalty 2863.690125 = -667066.499548
  nChanged 398
		SP:Iteration 3F (157937.850000 sec): 3 clusters
  Score: Raw -670150.046677 + Penalty 2863.690125 = -667286.356553
  nChanged 319
		SP:Iteration 4Q (157938.040000 sec): 3 clusters
  Score: Raw -670326.354291 + Penalty 2863.690125 = -667462.664166
  nChanged 279
		SP:Iteration 5Q (157938.240000 sec): 3 clusters
  Score: Raw -670480.071324 + Penalty 2863.690125 = -667616.381199
  nChanged 256
		SP:Iteration 6Q (157938.470000 sec): 3 clusters
  Score: Raw -670633.017897 + Penalty 2863.690125 = -667769.327772
  nChanged 266
		SP:Iteration 7Q (157938.680000 sec): 3 clusters
  Score: Raw -670804.249789 + Penalty 2863.690125 = -667940.559664
  nChanged 230
		SP:Iteration 8Q (157938.900000 sec): 3 clusters
  Score: Raw -670947.082209 + Penalty 2863.690125 = -668083.392084
  nChanged 205
		SP:Iteration 9Q (157939.110000 sec): 3 clusters
  Score: Raw -671070.525484 + Penalty 2863.690125 = -668206.835360
  nChanged 196
		SP:Iteration 10Q (157939.280000 sec): 3 clusters
  Score: Raw -671214.525530 + Penalty 2863.690125 = -668350.835405
  nChanged 189
		SP:Iteration 11Q (157939.460000 sec): 3 clusters
  Score: Raw -671355.525912 + Penalty 2863.690125 = -668491.835787
  nChanged 167
		SP:Iteration 12Q (157939.620000 sec): 3 clusters
  Score: Raw -671522.574377 + Penalty 2863.690125 = -668658.884252
  nChanged 144
		SP:Iteration 13Q (157939.790000 sec): 3 clusters
  Score: Raw -671667.489610 + Penalty 2863.690125 = -668803.799485
  nChanged 125
		SP:Iteration 14Q (157939.970000 sec): 3 clusters
  Score: Raw -671761.446125 + Penalty 2863.690125 = -668897.756000
  nChanged 97
		SP:Iteration 15Q (157940.200000 sec): 3 clusters
  Score: Raw -671816.875879 + Penalty 2863.690125 = -668953.185754
  nChanged 74
		SP:Iteration 16Q (157940.390000 sec): 3 clusters
  Score: Raw -671856.703712 + Penalty 2863.690125 = -668993.013587
  nChanged 56
		SP:Iteration 17Q (157940.590000 sec): 3 clusters
  Score: Raw -671885.181040 + Penalty 2863.690125 = -669021.490915
  nChanged 51
		SP:Iteration 18Q (157940.830000 sec): 3 clusters
  Score: Raw -671908.269374 + Penalty 2863.690125 = -669044.579250
  nChanged 46
		SP:Iteration 19Q (157941.050000 sec): 3 clusters
  Score: Raw -671925.042136 + Penalty 2863.690125 = -669061.352012
  nChanged 30
		SP:Iteration 20F (157941.260000 sec): 3 clusters
  Score: Raw -671934.720039 + Penalty 2863.690125 = -669071.029914
  nChanged 22
		SP:Iteration 21Q (157941.440000 sec): 3 clusters
  Score: Raw -671940.655025 + Penalty 2863.690125 = -669076.964901
  nChanged 19
		SP:Iteration 22Q (157941.700000 sec): 3 clusters
  Score: Raw -671945.594806 + Penalty 2863.690125 = -669081.904681
  nChanged 11
		SP:Iteration 23Q (157941.960000 sec): 3 clusters
  Score: Raw -671948.881060 + Penalty 2863.690125 = -669085.190935
  nChanged 9
		SP:Iteration 24Q (157942.250000 sec): 3 clusters
  Score: Raw -671950.858078 + Penalty 2863.690125 = -669087.167953
  nChanged 5
		SP:Iteration 25Q (157942.500000 sec): 3 clusters
  Score: Raw -671952.112016 + Penalty 2863.690125 = -669088.421891
  nChanged 4
		SP:Iteration 26Q (157942.760000 sec): 3 clusters
  Score: Raw -671952.810179 + Penalty 2863.690125 = -669089.120054
  nChanged 3
		SP:Iteration 27Q (157942.960000 sec): 3 clusters
  Score: Raw -671953.440775 + Penalty 2863.690125 = -669089.750650
  nChanged 5
		SP:Iteration 28Q (157943.170000 sec): 3 clusters
  Score: Raw -671954.352753 + Penalty 2863.690125 = -669090.662628
  nChanged 2
		SP:Iteration 29Q (157943.410000 sec): 3 clusters
  Score: Raw -671954.706376 + Penalty 2863.690125 = -669091.016251
  nChanged 4
		SP:Iteration 30Q (157943.620000 sec): 3 clusters
  Score: Raw -671955.783490 + Penalty 2863.690125 = -669092.093365
  nChanged 6
		SP:Iteration 31Q (157943.870000 sec): 3 clusters
  Score: Raw -671956.654392 + Penalty 2863.690125 = -669092.964267
  nChanged 4
		SP:Iteration 32Q (157944.120000 sec): 3 clusters
  Score: Raw -671957.379104 + Penalty 2863.690125 = -669093.688980
  nChanged 3
		SP:Iteration 33Q (157944.370000 sec): 3 clusters
  Score: Raw -671957.982204 + Penalty 2863.690125 = -669094.292079
  nChanged 3
		SP:Iteration 34Q (157944.590000 sec): 3 clusters
  Score: Raw -671958.939254 + Penalty 2863.690125 = -669095.249130
  nChanged 0
		SP:Iteration 35F (157944.850000 sec): 3 clusters
  Score: Raw -671958.939254 + Penalty 2863.690125 = -669095.249130
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 28 (1323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157944.950000 sec): 2 clusters
  Score: Raw -144491.560022 + Penalty 1167.994289 = -143323.565732
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157945.140000 sec): 3 clusters
  Score: Raw -144020.194222 + Penalty 2335.988578 = -141684.205643
  nChanged 412
		SP:Iteration 1F (157945.330000 sec): 3 clusters
  Score: Raw -144354.334053 + Penalty 2335.988578 = -142018.345474
  nChanged 118
		SP:Iteration 2F (157945.540000 sec): 3 clusters
  Score: Raw -144469.157623 + Penalty 2335.988578 = -142133.169045
  nChanged 63
		SP:Iteration 3Q (157945.800000 sec): 3 clusters
  Score: Raw -144521.459679 + Penalty 2335.988578 = -142185.471101
  nChanged 34
		SP:Iteration 4Q (157945.990000 sec): 3 clusters
  Score: Raw -144552.084471 + Penalty 2335.988578 = -142216.095893
  nChanged 31
		SP:Iteration 5Q (157946.200000 sec): 3 clusters
  Score: Raw -144578.364002 + Penalty 2335.988578 = -142242.375423
  nChanged 24
		SP:Iteration 6Q (157946.390000 sec): 3 clusters
  Score: Raw -144595.161102 + Penalty 2335.988578 = -142259.172524
  nChanged 13
		SP:Iteration 7Q (157946.650000 sec): 3 clusters
  Score: Raw -144607.852995 + Penalty 2335.988578 = -142271.864416
  nChanged 21
		SP:Iteration 8Q (157946.790000 sec): 3 clusters
  Score: Raw -144623.374790 + Penalty 2335.988578 = -142287.386212
  nChanged 18
		SP:Iteration 9Q (157946.970000 sec): 3 clusters
  Score: Raw -144640.908685 + Penalty 2335.988578 = -142304.920107
  nChanged 23
		SP:Iteration 10Q (157947.130000 sec): 3 clusters
  Score: Raw -144667.023073 + Penalty 2335.988578 = -142331.034494
  nChanged 21
		SP:Iteration 11Q (157947.280000 sec): 3 clusters
  Score: Raw -144696.693420 + Penalty 2335.988578 = -142360.704841
  nChanged 35
		SP:Iteration 12Q (157947.460000 sec): 3 clusters
  Score: Raw -144737.523129 + Penalty 2335.988578 = -142401.534551
  nChanged 36
		SP:Iteration 13Q (157947.620000 sec): 3 clusters
  Score: Raw -144786.079228 + Penalty 2335.988578 = -142450.090650
  nChanged 40
		SP:Iteration 14Q (157947.770000 sec): 3 clusters
  Score: Raw -144835.399514 + Penalty 2335.988578 = -142499.410935
  nChanged 37
		SP:Iteration 15Q (157947.940000 sec): 3 clusters
  Score: Raw -144894.340702 + Penalty 2335.988578 = -142558.352123
  nChanged 35
		SP:Iteration 16Q (157948.110000 sec): 3 clusters
  Score: Raw -144936.041925 + Penalty 2335.988578 = -142600.053347
  nChanged 23
		SP:Iteration 17Q (157948.290000 sec): 3 clusters
  Score: Raw -144965.719145 + Penalty 2335.988578 = -142629.730566
  nChanged 24
		SP:Iteration 18Q (157948.480000 sec): 3 clusters
  Score: Raw -144999.373088 + Penalty 2335.988578 = -142663.384509
  nChanged 18
		SP:Iteration 19Q (157948.650000 sec): 3 clusters
  Score: Raw -145017.898790 + Penalty 2335.988578 = -142681.910212
  nChanged 8
		SP:Iteration 20F (157948.840000 sec): 3 clusters
  Score: Raw -145024.317566 + Penalty 2335.988578 = -142688.328988
  nChanged 7
		SP:Iteration 21Q (157949.060000 sec): 3 clusters
  Score: Raw -145031.347972 + Penalty 2335.988578 = -142695.359394
  nChanged 6
		SP:Iteration 22Q (157949.270000 sec): 3 clusters
  Score: Raw -145036.648554 + Penalty 2335.988578 = -142700.659976
  nChanged 3
		SP:Iteration 23Q (157949.450000 sec): 3 clusters
  Score: Raw -145039.463813 + Penalty 2335.988578 = -142703.475235
  nChanged 1
		SP:Iteration 24Q (157949.680000 sec): 3 clusters
  Score: Raw -145039.897693 + Penalty 2335.988578 = -142703.909114
  nChanged 0
		SP:Iteration 25F (157949.890000 sec): 3 clusters
  Score: Raw -145039.897693 + Penalty 2335.988578 = -142703.909114
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 29 (105794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157950.500000 sec): 2 clusters
  Score: Raw -10906397.551071 + Penalty 1880.002976 = -10904517.548094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157951.140000 sec): 3 clusters
  Score: Raw -10837802.040418 + Penalty 3760.005953 = -10834042.034465
  nChanged 50662
		SP:Iteration 1F (157951.870000 sec): 3 clusters
  Score: Raw -10867594.361949 + Penalty 3760.005953 = -10863834.355996
  nChanged 3954
		SP:Iteration 2Q (157952.610000 sec): 3 clusters
  Score: Raw -10868697.801069 + Penalty 3760.005953 = -10864937.795116
  nChanged 4254
		SP:Iteration 3Q (157953.370000 sec): 3 clusters
  Score: Raw -10870138.768078 + Penalty 3760.005953 = -10866378.762125
  nChanged 4720
		SP:Iteration 4Q (157954.180000 sec): 3 clusters
  Score: Raw -10871988.867702 + Penalty 3760.005953 = -10868228.861749
  nChanged 5192
		SP:Iteration 5Q (157954.960000 sec): 3 clusters
  Score: Raw -10874444.927800 + Penalty 3760.005953 = -10870684.921847
  nChanged 5793
		SP:Iteration 6F (157955.640000 sec): 3 clusters
  Score: Raw -10877634.295711 + Penalty 3760.005953 = -10873874.289758
  nChanged 5995
		SP:Iteration 7F (157956.350000 sec): 3 clusters
  Score: Raw -10881327.427994 + Penalty 3760.005953 = -10877567.422041
  nChanged 5690
		SP:Iteration 8F (157957.060000 sec): 3 clusters
  Score: Raw -10884963.384385 + Penalty 3760.005953 = -10881203.378432
  nChanged 5218
		SP:Iteration 9Q (157957.810000 sec): 3 clusters
  Score: Raw -10888172.521287 + Penalty 3760.005953 = -10884412.515334
  nChanged 4531
		SP:Iteration 10Q (157958.570000 sec): 3 clusters
  Score: Raw -10890906.170897 + Penalty 3760.005953 = -10887146.164944
  nChanged 3880
		SP:Iteration 11Q (157959.330000 sec): 3 clusters
  Score: Raw -10893189.359053 + Penalty 3760.005953 = -10889429.353100
  nChanged 3369
		SP:Iteration 12Q (157960.130000 sec): 3 clusters
  Score: Raw -10895134.462976 + Penalty 3760.005953 = -10891374.457023
  nChanged 2905
		SP:Iteration 13Q (157960.840000 sec): 3 clusters
  Score: Raw -10896738.318299 + Penalty 3760.005953 = -10892978.312346
  nChanged 2625
		SP:Iteration 14Q (157961.560000 sec): 3 clusters
  Score: Raw -10898160.124139 + Penalty 3760.005953 = -10894400.118186
  nChanged 2483
		SP:Iteration 15Q (157962.290000 sec): 3 clusters
  Score: Raw -10899510.959685 + Penalty 3760.005953 = -10895750.953732
  nChanged 2278
		SP:Iteration 16Q (157963.070000 sec): 3 clusters
  Score: Raw -10900796.112047 + Penalty 3760.005953 = -10897036.106094
  nChanged 2077
		SP:Iteration 17Q (157963.810000 sec): 3 clusters
  Score: Raw -10902014.958739 + Penalty 3760.005953 = -10898254.952786
  nChanged 1818
		SP:Iteration 18Q (157964.470000 sec): 3 clusters
  Score: Raw -10903092.834737 + Penalty 3760.005953 = -10899332.828784
  nChanged 1490
		SP:Iteration 19Q (157965.090000 sec): 3 clusters
  Score: Raw -10903981.377330 + Penalty 3760.005953 = -10900221.371377
  nChanged 1212
		SP:Iteration 20F (157965.740000 sec): 3 clusters
  Score: Raw -10904708.928297 + Penalty 3760.005953 = -10900948.922344
  nChanged 967
		SP:Iteration 21Q (157966.370000 sec): 3 clusters
  Score: Raw -10905276.041830 + Penalty 3760.005953 = -10901516.035877
  nChanged 697
		SP:Iteration 22Q (157966.970000 sec): 3 clusters
  Score: Raw -10905689.979941 + Penalty 3760.005953 = -10901929.973988
  nChanged 515
		SP:Iteration 23Q (157967.740000 sec): 3 clusters
  Score: Raw -10905982.042068 + Penalty 3760.005953 = -10902222.036115
  nChanged 343
		SP:Iteration 24Q (157968.440000 sec): 3 clusters
  Score: Raw -10906172.803079 + Penalty 3760.005953 = -10902412.797126
  nChanged 235
		SP:Iteration 25Q (157969.110000 sec): 3 clusters
  Score: Raw -10906312.416574 + Penalty 3760.005953 = -10902552.410621
  nChanged 176
		SP:Iteration 26Q (157969.770000 sec): 3 clusters
  Score: Raw -10906426.152899 + Penalty 3760.005953 = -10902666.146946
  nChanged 126
		SP:Iteration 27Q (157970.430000 sec): 3 clusters
  Score: Raw -10906502.261644 + Penalty 3760.005953 = -10902742.255691
  nChanged 91
		SP:Iteration 28Q (157971.030000 sec): 3 clusters
  Score: Raw -10906559.133224 + Penalty 3760.005953 = -10902799.127271
  nChanged 59
		SP:Iteration 29Q (157971.700000 sec): 3 clusters
  Score: Raw -10906596.289000 + Penalty 3760.005953 = -10902836.283047
  nChanged 48
		SP:Iteration 30Q (157972.320000 sec): 3 clusters
  Score: Raw -10906625.870324 + Penalty 3760.005953 = -10902865.864371
  nChanged 35
		SP:Iteration 31Q (157972.990000 sec): 3 clusters
  Score: Raw -10906642.999446 + Penalty 3760.005953 = -10902882.993493
  nChanged 35
		SP:Iteration 32Q (157973.600000 sec): 3 clusters
  Score: Raw -10906661.597976 + Penalty 3760.005953 = -10902901.592023
  nChanged 30
		SP:Iteration 33Q (157974.260000 sec): 3 clusters
  Score: Raw -10906683.507728 + Penalty 3760.005953 = -10902923.501775
  nChanged 31
		SP:Iteration 34Q (157974.840000 sec): 3 clusters
  Score: Raw -10906701.601890 + Penalty 3760.005953 = -10902941.595937
  nChanged 26
		SP:Iteration 35Q (157975.430000 sec): 3 clusters
  Score: Raw -10906719.389941 + Penalty 3760.005953 = -10902959.383988
  nChanged 21
		SP:Iteration 36Q (157976.050000 sec): 3 clusters
  Score: Raw -10906730.105266 + Penalty 3760.005953 = -10902970.099313
  nChanged 13
		SP:Iteration 37Q (157976.700000 sec): 3 clusters
  Score: Raw -10906739.514644 + Penalty 3760.005953 = -10902979.508691
  nChanged 14
		SP:Iteration 38Q (157977.350000 sec): 3 clusters
  Score: Raw -10906747.005574 + Penalty 3760.005953 = -10902986.999621
  nChanged 12
		SP:Iteration 39Q (157978.010000 sec): 3 clusters
  Score: Raw -10906752.574280 + Penalty 3760.005953 = -10902992.568327
  nChanged 9
		SP:Iteration 40F (157978.670000 sec): 3 clusters
  Score: Raw -10906759.577942 + Penalty 3760.005953 = -10902999.571989
  nChanged 6
		SP:Iteration 41Q (157979.240000 sec): 3 clusters
  Score: Raw -10906763.483690 + Penalty 3760.005953 = -10903003.477737
  nChanged 4
		SP:Iteration 42Q (157979.850000 sec): 3 clusters
  Score: Raw -10906765.713309 + Penalty 3760.005953 = -10903005.707356
  nChanged 5
		SP:Iteration 43Q (157980.520000 sec): 3 clusters
  Score: Raw -10906768.010801 + Penalty 3760.005953 = -10903008.004848
  nChanged 5
		SP:Iteration 44Q (157981.180000 sec): 3 clusters
  Score: Raw -10906769.985594 + Penalty 3760.005953 = -10903009.979641
  nChanged 3
		SP:Iteration 45Q (157981.870000 sec): 3 clusters
  Score: Raw -10906772.585468 + Penalty 3760.005953 = -10903012.579515
  nChanged 2
		SP:Iteration 46Q (157982.540000 sec): 3 clusters
  Score: Raw -10906773.981547 + Penalty 3760.005953 = -10903013.975594
  nChanged 3
		SP:Iteration 47Q (157983.240000 sec): 3 clusters
  Score: Raw -10906775.294216 + Penalty 3760.005953 = -10903015.288263
  nChanged 1
		SP:Iteration 48Q (157983.860000 sec): 3 clusters
  Score: Raw -10906775.477507 + Penalty 3760.005953 = -10903015.471554
  nChanged 0
		SP:Iteration 49F (157984.540000 sec): 3 clusters
  Score: Raw -10906775.477507 + Penalty 3760.005953 = -10903015.471554
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 30 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157984.700000 sec): 2 clusters
  Score: Raw -312148.428768 + Penalty 1309.683753 = -310838.745014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157984.860000 sec): 3 clusters
  Score: Raw -310669.283367 + Penalty 2619.367507 = -308049.915860
  nChanged 1213
		SP:Iteration 1F (157985.090000 sec): 3 clusters
  Score: Raw -311329.079727 + Penalty 2619.367507 = -308709.712220
  nChanged 216
		SP:Iteration 2F (157985.300000 sec): 3 clusters
  Score: Raw -311470.689083 + Penalty 2619.367507 = -308851.321576
  nChanged 146
		SP:Iteration 3Q (157985.500000 sec): 3 clusters
  Score: Raw -311572.569715 + Penalty 2619.367507 = -308953.202208
  nChanged 143
		SP:Iteration 4Q (157985.680000 sec): 3 clusters
  Score: Raw -311668.191931 + Penalty 2619.367507 = -309048.824424
  nChanged 143
		SP:Iteration 5Q (157985.820000 sec): 3 clusters
  Score: Raw -311745.833431 + Penalty 2619.367507 = -309126.465924
  nChanged 114
		SP:Iteration 6Q (157985.960000 sec): 3 clusters
  Score: Raw -311805.274721 + Penalty 2619.367507 = -309185.907214
  nChanged 94
		SP:Iteration 7Q (157986.120000 sec): 3 clusters
  Score: Raw -311858.007328 + Penalty 2619.367507 = -309238.639821
  nChanged 65
		SP:Iteration 8Q (157986.340000 sec): 3 clusters
  Score: Raw -311889.497116 + Penalty 2619.367507 = -309270.129609
  nChanged 56
		SP:Iteration 9Q (157986.500000 sec): 3 clusters
  Score: Raw -311914.780639 + Penalty 2619.367507 = -309295.413132
  nChanged 50
		SP:Iteration 10Q (157986.700000 sec): 3 clusters
  Score: Raw -311937.591446 + Penalty 2619.367507 = -309318.223939
  nChanged 48
		SP:Iteration 11Q (157986.920000 sec): 3 clusters
  Score: Raw -311962.429407 + Penalty 2619.367507 = -309343.061900
  nChanged 44
		SP:Iteration 12Q (157987.080000 sec): 3 clusters
  Score: Raw -311983.941463 + Penalty 2619.367507 = -309364.573956
  nChanged 40
		SP:Iteration 13Q (157987.300000 sec): 3 clusters
  Score: Raw -312002.776884 + Penalty 2619.367507 = -309383.409377
  nChanged 40
		SP:Iteration 14Q (157987.500000 sec): 3 clusters
  Score: Raw -312020.643158 + Penalty 2619.367507 = -309401.275651
  nChanged 38
		SP:Iteration 15Q (157987.660000 sec): 3 clusters
  Score: Raw -312037.977156 + Penalty 2619.367507 = -309418.609649
  nChanged 40
		SP:Iteration 16Q (157987.850000 sec): 3 clusters
  Score: Raw -312055.154214 + Penalty 2619.367507 = -309435.786707
  nChanged 40
		SP:Iteration 17Q (157988.050000 sec): 3 clusters
  Score: Raw -312071.996377 + Penalty 2619.367507 = -309452.628870
  nChanged 35
		SP:Iteration 18Q (157988.210000 sec): 3 clusters
  Score: Raw -312094.777162 + Penalty 2619.367507 = -309475.409655
  nChanged 53
		SP:Iteration 19Q (157988.380000 sec): 3 clusters
  Score: Raw -312123.820622 + Penalty 2619.367507 = -309504.453115
  nChanged 54
		SP:Iteration 20F (157988.560000 sec): 3 clusters
  Score: Raw -312145.560154 + Penalty 2619.367507 = -309526.192648
  nChanged 46
		SP:Iteration 21Q (157988.770000 sec): 3 clusters
  Score: Raw -312168.668143 + Penalty 2619.367507 = -309549.300636
  nChanged 46
		SP:Iteration 22Q (157989.010000 sec): 3 clusters
  Score: Raw -312188.329028 + Penalty 2619.367507 = -309568.961521
  nChanged 32
		SP:Iteration 23Q (157989.150000 sec): 3 clusters
  Score: Raw -312204.041927 + Penalty 2619.367507 = -309584.674420
  nChanged 37
		SP:Iteration 24Q (157989.420000 sec): 3 clusters
  Score: Raw -312222.552603 + Penalty 2619.367507 = -309603.185096
  nChanged 34
		SP:Iteration 25Q (157989.590000 sec): 3 clusters
  Score: Raw -312231.565270 + Penalty 2619.367507 = -309612.197763
  nChanged 12
		SP:Iteration 26Q (157989.790000 sec): 3 clusters
  Score: Raw -312234.754688 + Penalty 2619.367507 = -309615.387181
  nChanged 13
		SP:Iteration 27Q (157990.040000 sec): 3 clusters
  Score: Raw -312239.888170 + Penalty 2619.367507 = -309620.520663
  nChanged 14
		SP:Iteration 28Q (157990.210000 sec): 3 clusters
  Score: Raw -312245.407348 + Penalty 2619.367507 = -309626.039841
  nChanged 11
		SP:Iteration 29Q (157990.390000 sec): 3 clusters
  Score: Raw -312249.078154 + Penalty 2619.367507 = -309629.710647
  nChanged 8
		SP:Iteration 30Q (157990.570000 sec): 3 clusters
  Score: Raw -312251.739625 + Penalty 2619.367507 = -309632.372118
  nChanged 6
		SP:Iteration 31Q (157990.760000 sec): 3 clusters
  Score: Raw -312253.246802 + Penalty 2619.367507 = -309633.879295
  nChanged 4
		SP:Iteration 32Q (157990.940000 sec): 3 clusters
  Score: Raw -312254.425997 + Penalty 2619.367507 = -309635.058490
  nChanged 5
		SP:Iteration 33Q (157991.130000 sec): 3 clusters
  Score: Raw -312255.552418 + Penalty 2619.367507 = -309636.184911
  nChanged 4
		SP:Iteration 34Q (157991.360000 sec): 3 clusters
  Score: Raw -312257.040856 + Penalty 2619.367507 = -309637.673349
  nChanged 5
		SP:Iteration 35Q (157991.560000 sec): 3 clusters
  Score: Raw -312257.653149 + Penalty 2619.367507 = -309638.285642
  nChanged 2
		SP:Iteration 36Q (157991.740000 sec): 3 clusters
  Score: Raw -312258.330123 + Penalty 2619.367507 = -309638.962616
  nChanged 4
		SP:Iteration 37Q (157991.950000 sec): 3 clusters
  Score: Raw -312259.934858 + Penalty 2619.367507 = -309640.567352
  nChanged 4
		SP:Iteration 38Q (157992.140000 sec): 3 clusters
  Score: Raw -312260.528848 + Penalty 2619.367507 = -309641.161341
  nChanged 2
		SP:Iteration 39Q (157992.300000 sec): 3 clusters
  Score: Raw -312260.832868 + Penalty 2619.367507 = -309641.465362
  nChanged 0
		SP:Iteration 40F (157992.500000 sec): 3 clusters
  Score: Raw -312260.832868 + Penalty 2619.367507 = -309641.465362
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 31 (2102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (157992.580000 sec): 2 clusters
  Score: Raw -208472.395145 + Penalty 1243.229740 = -207229.165406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (157992.780000 sec): 3 clusters
  Score: Raw -207534.357009 + Penalty 2486.459479 = -205047.897529
  nChanged 752
		SP:Iteration 1F (157992.950000 sec): 3 clusters
  Score: Raw -208069.387771 + Penalty 2486.459479 = -205582.928292
  nChanged 199
		SP:Iteration 2F (157993.160000 sec): 3 clusters
  Score: Raw -208295.526546 + Penalty 2486.459479 = -205809.067067
  nChanged 140
		SP:Iteration 3F (157993.340000 sec): 3 clusters
  Score: Raw -208456.791066 + Penalty 2486.459479 = -205970.331587
  nChanged 126
		SP:Iteration 4F (157993.560000 sec): 3 clusters
  Score: Raw -208593.952739 + Penalty 2486.459479 = -206107.493260
  nChanged 105
		SP:Iteration 5Q (157993.720000 sec): 3 clusters
  Score: Raw -208713.871195 + Penalty 2486.459479 = -206227.411715
  nChanged 81
		SP:Iteration 6Q (157993.920000 sec): 3 clusters
  Score: Raw -208786.562625 + Penalty 2486.459479 = -206300.103146
  nChanged 73
		SP:Iteration 7Q (157994.110000 sec): 3 clusters
  Score: Raw -208839.262087 + Penalty 2486.459479 = -206352.802607
  nChanged 54
		SP:Iteration 8Q (157994.300000 sec): 3 clusters
  Score: Raw -208871.420667 + Penalty 2486.459479 = -206384.961188
  nChanged 38
		SP:Iteration 9Q (157994.460000 sec): 3 clusters
  Score: Raw -208897.475159 + Penalty 2486.459479 = -206411.015680
  nChanged 34
		SP:Iteration 10Q (157994.620000 sec): 3 clusters
  Score: Raw -208924.232059 + Penalty 2486.459479 = -206437.772580
  nChanged 33
		SP:Iteration 11Q (157994.830000 sec): 3 clusters
  Score: Raw -208949.892822 + Penalty 2486.459479 = -206463.433343
  nChanged 27
		SP:Iteration 12Q (157995.040000 sec): 3 clusters
  Score: Raw -208969.141255 + Penalty 2486.459479 = -206482.681776
  nChanged 18
		SP:Iteration 13Q (157995.240000 sec): 3 clusters
  Score: Raw -208985.533429 + Penalty 2486.459479 = -206499.073950
  nChanged 20
		SP:Iteration 14Q (157995.450000 sec): 3 clusters
  Score: Raw -209001.238898 + Penalty 2486.459479 = -206514.779419
  nChanged 20
		SP:Iteration 15Q (157995.650000 sec): 3 clusters
  Score: Raw -209012.600177 + Penalty 2486.459479 = -206526.140698
  nChanged 20
		SP:Iteration 16Q (157995.810000 sec): 3 clusters
  Score: Raw -209026.931002 + Penalty 2486.459479 = -206540.471522
  nChanged 25
		SP:Iteration 17Q (157995.980000 sec): 3 clusters
  Score: Raw -209048.345763 + Penalty 2486.459479 = -206561.886284
  nChanged 26
		SP:Iteration 18Q (157996.160000 sec): 3 clusters
  Score: Raw -209068.709517 + Penalty 2486.459479 = -206582.250038
  nChanged 22
		SP:Iteration 19Q (157996.360000 sec): 3 clusters
  Score: Raw -209084.242049 + Penalty 2486.459479 = -206597.782570
  nChanged 25
		SP:Iteration 20F (157996.610000 sec): 3 clusters
  Score: Raw -209098.862770 + Penalty 2486.459479 = -206612.403291
  nChanged 18
		SP:Iteration 21Q (157996.820000 sec): 3 clusters
  Score: Raw -209111.794978 + Penalty 2486.459479 = -206625.335499
  nChanged 15
		SP:Iteration 22Q (157997.040000 sec): 3 clusters
  Score: Raw -209127.191373 + Penalty 2486.459479 = -206640.731893
  nChanged 18
		SP:Iteration 23Q (157997.230000 sec): 3 clusters
  Score: Raw -209141.323583 + Penalty 2486.459479 = -206654.864103
  nChanged 15
		SP:Iteration 24Q (157997.420000 sec): 3 clusters
  Score: Raw -209148.111562 + Penalty 2486.459479 = -206661.652082
  nChanged 8
		SP:Iteration 25Q (157997.590000 sec): 3 clusters
  Score: Raw -209152.812513 + Penalty 2486.459479 = -206666.353034
  nChanged 7
		SP:Iteration 26Q (157997.810000 sec): 3 clusters
  Score: Raw -209158.924596 + Penalty 2486.459479 = -206672.465117
  nChanged 10
		SP:Iteration 27Q (157998.030000 sec): 3 clusters
  Score: Raw -209169.650115 + Penalty 2486.459479 = -206683.190636
  nChanged 9
		SP:Iteration 28Q (157998.200000 sec): 3 clusters
  Score: Raw -209176.208118 + Penalty 2486.459479 = -206689.748639
  nChanged 9
		SP:Iteration 29Q (157998.360000 sec): 3 clusters
  Score: Raw -209181.828207 + Penalty 2486.459479 = -206695.368728
  nChanged 9
		SP:Iteration 30Q (157998.560000 sec): 3 clusters
  Score: Raw -209185.933283 + Penalty 2486.459479 = -206699.473803
  nChanged 7
		SP:Iteration 31Q (157998.740000 sec): 3 clusters
  Score: Raw -209190.176539 + Penalty 2486.459479 = -206703.717060
  nChanged 12
		SP:Iteration 32Q (157998.920000 sec): 3 clusters
  Score: Raw -209198.859336 + Penalty 2486.459479 = -206712.399857
  nChanged 7
		SP:Iteration 33Q (157999.150000 sec): 3 clusters
  Score: Raw -209204.164503 + Penalty 2486.459479 = -206717.705024
  nChanged 6
		SP:Iteration 34Q (157999.350000 sec): 3 clusters
  Score: Raw -209208.056438 + Penalty 2486.459479 = -206721.596959
  nChanged 3
		SP:Iteration 35Q (157999.530000 sec): 3 clusters
  Score: Raw -209209.586052 + Penalty 2486.459479 = -206723.126573
  nChanged 3
		SP:Iteration 36Q (157999.740000 sec): 3 clusters
  Score: Raw -209212.373784 + Penalty 2486.459479 = -206725.914304
  nChanged 6
		SP:Iteration 37Q (157999.950000 sec): 3 clusters
  Score: Raw -209216.774912 + Penalty 2486.459479 = -206730.315433
  nChanged 3
		SP:Iteration 38Q (158000.190000 sec): 3 clusters
  Score: Raw -209218.451215 + Penalty 2486.459479 = -206731.991736
  nChanged 3
		SP:Iteration 39Q (158000.390000 sec): 3 clusters
  Score: Raw -209221.352710 + Penalty 2486.459479 = -206734.893231
  nChanged 2
		SP:Iteration 40F (158000.580000 sec): 3 clusters
  Score: Raw -209222.934203 + Penalty 2486.459479 = -206736.474724
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 32 (7454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158000.730000 sec): 2 clusters
  Score: Raw -790491.522568 + Penalty 1448.932238 = -789042.590330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158000.950000 sec): 3 clusters
  Score: Raw -786422.777282 + Penalty 2897.864476 = -783524.912806
  nChanged 3191
		SP:Iteration 1F (158001.190000 sec): 3 clusters
  Score: Raw -788169.112311 + Penalty 2897.864476 = -785271.247835
  nChanged 445
		SP:Iteration 2F (158001.430000 sec): 3 clusters
  Score: Raw -788370.411509 + Penalty 2897.864476 = -785472.547033
  nChanged 382
		SP:Iteration 3F (158001.620000 sec): 3 clusters
  Score: Raw -788557.600392 + Penalty 2897.864476 = -785659.735916
  nChanged 373
		SP:Iteration 4F (158001.810000 sec): 3 clusters
  Score: Raw -788752.610969 + Penalty 2897.864476 = -785854.746493
  nChanged 357
		SP:Iteration 5Q (158001.990000 sec): 3 clusters
  Score: Raw -788963.293816 + Penalty 2897.864476 = -786065.429340
  nChanged 406
		SP:Iteration 6F (158002.260000 sec): 3 clusters
  Score: Raw -789238.095040 + Penalty 2897.864476 = -786340.230564
  nChanged 410
		SP:Iteration 7F (158002.450000 sec): 3 clusters
  Score: Raw -789537.281249 + Penalty 2897.864476 = -786639.416773
  nChanged 406
		SP:Iteration 8F (158002.680000 sec): 3 clusters
  Score: Raw -789822.234867 + Penalty 2897.864476 = -786924.370391
  nChanged 323
		SP:Iteration 9Q (158002.870000 sec): 3 clusters
  Score: Raw -790028.736665 + Penalty 2897.864476 = -787130.872189
  nChanged 262
		SP:Iteration 10Q (158003.050000 sec): 3 clusters
  Score: Raw -790194.509105 + Penalty 2897.864476 = -787296.644629
  nChanged 217
		SP:Iteration 11Q (158003.250000 sec): 3 clusters
  Score: Raw -790325.485340 + Penalty 2897.864476 = -787427.620864
  nChanged 166
		SP:Iteration 12Q (158003.470000 sec): 3 clusters
  Score: Raw -790408.287712 + Penalty 2897.864476 = -787510.423236
  nChanged 125
		SP:Iteration 13Q (158003.690000 sec): 3 clusters
  Score: Raw -790469.375939 + Penalty 2897.864476 = -787571.511463
  nChanged 115
		SP:Iteration 14Q (158003.870000 sec): 3 clusters
  Score: Raw -790525.504548 + Penalty 2897.864476 = -787627.640072
  nChanged 95
		SP:Iteration 15Q (158004.100000 sec): 3 clusters
  Score: Raw -790574.824103 + Penalty 2897.864476 = -787676.959627
  nChanged 79
		SP:Iteration 16Q (158004.370000 sec): 3 clusters
  Score: Raw -790615.230061 + Penalty 2897.864476 = -787717.365585
  nChanged 63
		SP:Iteration 17Q (158004.620000 sec): 3 clusters
  Score: Raw -790644.068904 + Penalty 2897.864476 = -787746.204428
  nChanged 46
		SP:Iteration 18Q (158004.770000 sec): 3 clusters
  Score: Raw -790662.579177 + Penalty 2897.864476 = -787764.714701
  nChanged 38
		SP:Iteration 19Q (158005.000000 sec): 3 clusters
  Score: Raw -790678.678431 + Penalty 2897.864476 = -787780.813955
  nChanged 28
		SP:Iteration 20F (158005.230000 sec): 3 clusters
  Score: Raw -790688.625553 + Penalty 2897.864476 = -787790.761077
  nChanged 21
		SP:Iteration 21Q (158005.450000 sec): 3 clusters
  Score: Raw -790696.788577 + Penalty 2897.864476 = -787798.924101
  nChanged 20
		SP:Iteration 22Q (158005.600000 sec): 3 clusters
  Score: Raw -790703.311150 + Penalty 2897.864476 = -787805.446674
  nChanged 12
		SP:Iteration 23Q (158005.770000 sec): 3 clusters
  Score: Raw -790707.848106 + Penalty 2897.864476 = -787809.983629
  nChanged 11
		SP:Iteration 24Q (158006.000000 sec): 3 clusters
  Score: Raw -790710.516908 + Penalty 2897.864476 = -787812.652432
  nChanged 4
		SP:Iteration 25Q (158006.240000 sec): 3 clusters
  Score: Raw -790712.503794 + Penalty 2897.864476 = -787814.639318
  nChanged 6
		SP:Iteration 26Q (158006.440000 sec): 3 clusters
  Score: Raw -790714.122319 + Penalty 2897.864476 = -787816.257843
  nChanged 1
		SP:Iteration 27Q (158006.690000 sec): 3 clusters
  Score: Raw -790714.609665 + Penalty 2897.864476 = -787816.745189
  nChanged 2
		SP:Iteration 28Q (158006.860000 sec): 3 clusters
  Score: Raw -790715.214746 + Penalty 2897.864476 = -787817.350270
  nChanged 0
		SP:Iteration 29F (158007.130000 sec): 3 clusters
  Score: Raw -790715.214746 + Penalty 2897.864476 = -787817.350270
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 33 (76259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158007.540000 sec): 2 clusters
  Score: Raw -8185878.988362 + Penalty 1826.807242 = -8184052.181120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158008.180000 sec): 3 clusters
  Score: Raw -8136629.317317 + Penalty 3653.614484 = -8132975.702833
  nChanged 36323
		SP:Iteration 1F (158008.810000 sec): 3 clusters
  Score: Raw -8157441.715747 + Penalty 3653.614484 = -8153788.101263
  nChanged 2248
		SP:Iteration 2Q (158009.430000 sec): 3 clusters
  Score: Raw -8157870.010253 + Penalty 3653.614484 = -8154216.395769
  nChanged 2174
		SP:Iteration 3Q (158010.060000 sec): 3 clusters
  Score: Raw -8158298.641821 + Penalty 3653.614484 = -8154645.027337
  nChanged 2170
		SP:Iteration 4Q (158010.730000 sec): 3 clusters
  Score: Raw -8158754.365878 + Penalty 3653.614484 = -8155100.751394
  nChanged 2241
		SP:Iteration 5Q (158011.510000 sec): 3 clusters
  Score: Raw -8159277.303600 + Penalty 3653.614484 = -8155623.689116
  nChanged 2393
		SP:Iteration 6Q (158012.180000 sec): 3 clusters
  Score: Raw -8159911.608222 + Penalty 3653.614484 = -8156257.993737
  nChanged 2695
		SP:Iteration 7Q (158012.860000 sec): 3 clusters
  Score: Raw -8160751.120222 + Penalty 3653.614484 = -8157097.505738
  nChanged 3203
		SP:Iteration 8Q (158013.520000 sec): 3 clusters
  Score: Raw -8162050.657718 + Penalty 3653.614484 = -8158397.043234
  nChanged 3843
		SP:Iteration 9F (158014.120000 sec): 3 clusters
  Score: Raw -8164051.079115 + Penalty 3653.614484 = -8160397.464631
  nChanged 4587
		SP:Iteration 10F (158014.740000 sec): 3 clusters
  Score: Raw -8166998.138298 + Penalty 3653.614484 = -8163344.523814
  nChanged 5193
		SP:Iteration 11F (158015.340000 sec): 3 clusters
  Score: Raw -8171004.786483 + Penalty 3653.614484 = -8167351.171998
  nChanged 5269
		SP:Iteration 12F (158015.910000 sec): 3 clusters
  Score: Raw -8175746.698529 + Penalty 3653.614484 = -8172093.084045
  nChanged 4514
		SP:Iteration 13F (158016.430000 sec): 3 clusters
  Score: Raw -8180014.282745 + Penalty 3653.614484 = -8176360.668261
  nChanged 3039
		SP:Iteration 14Q (158017.060000 sec): 3 clusters
  Score: Raw -8182871.728506 + Penalty 3653.614484 = -8179218.114022
  nChanged 1781
		SP:Iteration 15Q (158017.600000 sec): 3 clusters
  Score: Raw -8184486.219226 + Penalty 3653.614484 = -8180832.604742
  nChanged 925
		SP:Iteration 16Q (158018.190000 sec): 3 clusters
  Score: Raw -8185276.937886 + Penalty 3653.614484 = -8181623.323402
  nChanged 453
		SP:Iteration 17Q (158018.720000 sec): 3 clusters
  Score: Raw -8185658.254590 + Penalty 3653.614484 = -8182004.640106
  nChanged 230
		SP:Iteration 18Q (158019.260000 sec): 3 clusters
  Score: Raw -8185837.838649 + Penalty 3653.614484 = -8182184.224164
  nChanged 116
		SP:Iteration 19Q (158019.750000 sec): 3 clusters
  Score: Raw -8185923.879505 + Penalty 3653.614484 = -8182270.265021
  nChanged 68
		SP:Iteration 20F (158020.260000 sec): 3 clusters
  Score: Raw -8185976.126831 + Penalty 3653.614484 = -8182322.512347
  nChanged 46
		SP:Iteration 21Q (158020.780000 sec): 3 clusters
  Score: Raw -8186014.962252 + Penalty 3653.614484 = -8182361.347768
  nChanged 28
		SP:Iteration 22Q (158021.330000 sec): 3 clusters
  Score: Raw -8186041.925155 + Penalty 3653.614484 = -8182388.310671
  nChanged 30
		SP:Iteration 23Q (158021.850000 sec): 3 clusters
  Score: Raw -8186071.375015 + Penalty 3653.614484 = -8182417.760530
  nChanged 17
		SP:Iteration 24Q (158022.370000 sec): 3 clusters
  Score: Raw -8186086.426184 + Penalty 3653.614484 = -8182432.811699
  nChanged 8
		SP:Iteration 25Q (158022.920000 sec): 3 clusters
  Score: Raw -8186090.956359 + Penalty 3653.614484 = -8182437.341875
  nChanged 6
		SP:Iteration 26Q (158023.490000 sec): 3 clusters
  Score: Raw -8186094.591293 + Penalty 3653.614484 = -8182440.976809
  nChanged 6
		SP:Iteration 27Q (158024.040000 sec): 3 clusters
  Score: Raw -8186098.589812 + Penalty 3653.614484 = -8182444.975328
  nChanged 2
		SP:Iteration 28Q (158024.590000 sec): 3 clusters
  Score: Raw -8186099.972602 + Penalty 3653.614484 = -8182446.358118
  nChanged 1
		SP:Iteration 29Q (158025.150000 sec): 3 clusters
  Score: Raw -8186100.926712 + Penalty 3653.614484 = -8182447.312227
  nChanged 2
		SP:Iteration 30Q (158025.630000 sec): 3 clusters
  Score: Raw -8186102.297590 + Penalty 3653.614484 = -8182448.683106
  nChanged 0
		SP:Iteration 31F (158026.150000 sec): 3 clusters
  Score: Raw -8186102.297590 + Penalty 3653.614484 = -8182448.683106
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 34 (443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158026.280000 sec): 2 clusters
  Score: Raw -45567.043205 + Penalty 990.205088 = -44576.838117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158026.460000 sec): 3 clusters
  Score: Raw -45506.806739 + Penalty 1980.410175 = -43526.396564
  nChanged 103
		SP:Iteration 1F (158026.660000 sec): 3 clusters
  Score: Raw -45645.542497 + Penalty 1980.410175 = -43665.132322
  nChanged 16
		SP:Iteration 2Q (158026.860000 sec): 3 clusters
  Score: Raw -45670.569250 + Penalty 1980.410175 = -43690.159075
  nChanged 7
		SP:Iteration 3Q (158027.020000 sec): 3 clusters
  Score: Raw -45677.968604 + Penalty 1980.410175 = -43697.558429
  nChanged 4
		SP:Iteration 4Q (158027.190000 sec): 3 clusters
  Score: Raw -45688.074561 + Penalty 1980.410175 = -43707.664386
  nChanged 3
		SP:Iteration 5Q (158027.350000 sec): 3 clusters
  Score: Raw -45691.659779 + Penalty 1980.410175 = -43711.249604
  nChanged 2
		SP:Iteration 6Q (158027.560000 sec): 3 clusters
  Score: Raw -45693.228673 + Penalty 1980.410175 = -43712.818498
  nChanged 1
		SP:Iteration 7Q (158027.720000 sec): 3 clusters
  Score: Raw -45693.863275 + Penalty 1980.410175 = -43713.453100
  nChanged 2
		SP:Iteration 8Q (158027.920000 sec): 3 clusters
  Score: Raw -45697.176765 + Penalty 1980.410175 = -43716.766589
  nChanged 0
		SP:Iteration 9F (158028.050000 sec): 3 clusters
  Score: Raw -45697.176765 + Penalty 1980.410175 = -43716.766589
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 35 (1106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158028.180000 sec): 2 clusters
  Score: Raw -106305.715018 + Penalty 1138.882092 = -105166.832926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158028.360000 sec): 3 clusters
  Score: Raw -105935.496393 + Penalty 2277.764184 = -103657.732209
  nChanged 344
		SP:Iteration 1F (158028.570000 sec): 3 clusters
  Score: Raw -106200.998803 + Penalty 2277.764184 = -103923.234619
  nChanged 86
		SP:Iteration 2F (158028.820000 sec): 3 clusters
  Score: Raw -106267.020914 + Penalty 2277.764184 = -103989.256730
  nChanged 43
		SP:Iteration 3Q (158028.990000 sec): 3 clusters
  Score: Raw -106303.435435 + Penalty 2277.764184 = -104025.671251
  nChanged 29
		SP:Iteration 4Q (158029.210000 sec): 3 clusters
  Score: Raw -106328.640260 + Penalty 2277.764184 = -104050.876076
  nChanged 19
		SP:Iteration 5Q (158029.400000 sec): 3 clusters
  Score: Raw -106349.191664 + Penalty 2277.764184 = -104071.427480
  nChanged 28
		SP:Iteration 6Q (158029.620000 sec): 3 clusters
  Score: Raw -106393.225502 + Penalty 2277.764184 = -104115.461318
  nChanged 27
		SP:Iteration 7Q (158029.800000 sec): 3 clusters
  Score: Raw -106422.575780 + Penalty 2277.764184 = -104144.811596
  nChanged 23
		SP:Iteration 8Q (158030.010000 sec): 3 clusters
  Score: Raw -106457.035974 + Penalty 2277.764184 = -104179.271790
  nChanged 24
		SP:Iteration 9Q (158030.260000 sec): 3 clusters
  Score: Raw -106507.651285 + Penalty 2277.764184 = -104229.887101
  nChanged 24
		SP:Iteration 10Q (158030.410000 sec): 3 clusters
  Score: Raw -106541.329511 + Penalty 2277.764184 = -104263.565327
  nChanged 30
		SP:Iteration 11Q (158030.580000 sec): 3 clusters
  Score: Raw -106573.706030 + Penalty 2277.764184 = -104295.941846
  nChanged 27
		SP:Iteration 12Q (158030.730000 sec): 3 clusters
  Score: Raw -106602.527003 + Penalty 2277.764184 = -104324.762818
  nChanged 26
		SP:Iteration 13Q (158030.930000 sec): 3 clusters
  Score: Raw -106624.512342 + Penalty 2277.764184 = -104346.748158
  nChanged 17
		SP:Iteration 14Q (158031.140000 sec): 3 clusters
  Score: Raw -106640.947764 + Penalty 2277.764184 = -104363.183580
  nChanged 20
		SP:Iteration 15Q (158031.340000 sec): 3 clusters
  Score: Raw -106673.464100 + Penalty 2277.764184 = -104395.699916
  nChanged 23
		SP:Iteration 16Q (158031.500000 sec): 3 clusters
  Score: Raw -106695.414459 + Penalty 2277.764184 = -104417.650275
  nChanged 14
		SP:Iteration 17Q (158031.710000 sec): 3 clusters
  Score: Raw -106709.334808 + Penalty 2277.764184 = -104431.570624
  nChanged 11
		SP:Iteration 18Q (158031.930000 sec): 3 clusters
  Score: Raw -106717.961788 + Penalty 2277.764184 = -104440.197604
  nChanged 6
		SP:Iteration 19Q (158032.110000 sec): 3 clusters
  Score: Raw -106723.249884 + Penalty 2277.764184 = -104445.485700
  nChanged 7
		SP:Iteration 20F (158032.280000 sec): 3 clusters
  Score: Raw -106731.772016 + Penalty 2277.764184 = -104454.007832
  nChanged 2
		SP:Iteration 21Q (158032.450000 sec): 3 clusters
  Score: Raw -106732.749029 + Penalty 2277.764184 = -104454.984845
  nChanged 3
		SP:Iteration 22Q (158032.620000 sec): 3 clusters
  Score: Raw -106734.844694 + Penalty 2277.764184 = -104457.080510
  nChanged 2
		SP:Iteration 23Q (158032.790000 sec): 3 clusters
  Score: Raw -106735.872963 + Penalty 2277.764184 = -104458.108779
  nChanged 2
		SP:Iteration 24Q (158032.960000 sec): 3 clusters
  Score: Raw -106737.707980 + Penalty 2277.764184 = -104459.943796
  nChanged 3
		SP:Iteration 25Q (158033.120000 sec): 3 clusters
  Score: Raw -106740.616227 + Penalty 2277.764184 = -104462.852043
  nChanged 4
		SP:Iteration 26Q (158033.290000 sec): 3 clusters
  Score: Raw -106744.505369 + Penalty 2277.764184 = -104466.741185
  nChanged 2
		SP:Iteration 27Q (158033.460000 sec): 3 clusters
  Score: Raw -106746.915682 + Penalty 2277.764184 = -104469.151498
  nChanged 3
		SP:Iteration 28Q (158033.620000 sec): 3 clusters
  Score: Raw -106748.239920 + Penalty 2277.764184 = -104470.475736
  nChanged 1
		SP:Iteration 29Q (158033.780000 sec): 3 clusters
  Score: Raw -106749.759449 + Penalty 2277.764184 = -104471.995265
  nChanged 2
		SP:Iteration 30Q (158033.960000 sec): 3 clusters
  Score: Raw -106752.418337 + Penalty 2277.764184 = -104474.654153
  nChanged 4
		SP:Iteration 31Q (158034.150000 sec): 3 clusters
  Score: Raw -106755.206596 + Penalty 2277.764184 = -104477.442411
  nChanged 3
		SP:Iteration 32Q (158034.340000 sec): 3 clusters
  Score: Raw -106757.028303 + Penalty 2277.764184 = -104479.264119
  nChanged 2
		SP:Iteration 33Q (158034.590000 sec): 3 clusters
  Score: Raw -106757.560266 + Penalty 2277.764184 = -104479.796082
  nChanged 1
		SP:Iteration 34Q (158034.800000 sec): 3 clusters
  Score: Raw -106757.902950 + Penalty 2277.764184 = -104480.138766
  nChanged 2
		SP:Iteration 35Q (158034.990000 sec): 3 clusters
  Score: Raw -106759.289062 + Penalty 2277.764184 = -104481.524878
  nChanged 1
		SP:Iteration 36Q (158035.200000 sec): 3 clusters
  Score: Raw -106760.638224 + Penalty 2277.764184 = -104482.874040
  nChanged 2
		SP:Iteration 37Q (158035.390000 sec): 3 clusters
  Score: Raw -106764.264866 + Penalty 2277.764184 = -104486.500681
  nChanged 3
		SP:Iteration 38Q (158035.570000 sec): 3 clusters
  Score: Raw -106773.242810 + Penalty 2277.764184 = -104495.478626
  nChanged 4
		SP:Iteration 39Q (158035.790000 sec): 3 clusters
  Score: Raw -106782.798706 + Penalty 2277.764184 = -104505.034521
  nChanged 10
		SP:Iteration 40F (158036.000000 sec): 3 clusters
  Score: Raw -106797.111165 + Penalty 2277.764184 = -104519.346981
  nChanged 3
		SP:Iteration 41Q (158036.220000 sec): 3 clusters
  Score: Raw -106801.997232 + Penalty 2277.764184 = -104524.233048
  nChanged 5
		SP:Iteration 42Q (158036.430000 sec): 3 clusters
  Score: Raw -106807.519082 + Penalty 2277.764184 = -104529.754898
  nChanged 7
		SP:Iteration 43Q (158036.570000 sec): 3 clusters
  Score: Raw -106812.841568 + Penalty 2277.764184 = -104535.077384
  nChanged 5
		SP:Iteration 44Q (158036.790000 sec): 3 clusters
  Score: Raw -106818.486002 + Penalty 2277.764184 = -104540.721818
  nChanged 6
		SP:Iteration 45Q (158036.980000 sec): 3 clusters
  Score: Raw -106821.687789 + Penalty 2277.764184 = -104543.923605
  nChanged 1
		SP:Iteration 46Q (158037.170000 sec): 3 clusters
  Score: Raw -106822.168070 + Penalty 2277.764184 = -104544.403886
  nChanged 1
		SP:Iteration 47Q (158037.310000 sec): 3 clusters
  Score: Raw -106823.034876 + Penalty 2277.764184 = -104545.270691
  nChanged 0
		SP:Iteration 48F (158037.500000 sec): 3 clusters
  Score: Raw -106823.034876 + Penalty 2277.764184 = -104545.270691
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 36 (13215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158037.690000 sec): 2 clusters
  Score: Raw -1365629.920504 + Penalty 1541.980022 = -1364087.940482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158037.950000 sec): 3 clusters
  Score: Raw -1357905.288902 + Penalty 3083.960044 = -1354821.328858
  nChanged 5786
		SP:Iteration 1F (158038.170000 sec): 3 clusters
  Score: Raw -1361183.842979 + Penalty 3083.960044 = -1358099.882936
  nChanged 830
		SP:Iteration 2F (158038.350000 sec): 3 clusters
  Score: Raw -1361580.050356 + Penalty 3083.960044 = -1358496.090312
  nChanged 724
		SP:Iteration 3F (158038.650000 sec): 3 clusters
  Score: Raw -1361916.334976 + Penalty 3083.960044 = -1358832.374932
  nChanged 627
		SP:Iteration 4Q (158038.950000 sec): 3 clusters
  Score: Raw -1362210.925490 + Penalty 3083.960044 = -1359126.965446
  nChanged 590
		SP:Iteration 5Q (158039.170000 sec): 3 clusters
  Score: Raw -1362499.268447 + Penalty 3083.960044 = -1359415.308403
  nChanged 558
		SP:Iteration 6Q (158039.460000 sec): 3 clusters
  Score: Raw -1362762.426204 + Penalty 3083.960044 = -1359678.466160
  nChanged 556
		SP:Iteration 7Q (158039.700000 sec): 3 clusters
  Score: Raw -1363038.503053 + Penalty 3083.960044 = -1359954.543009
  nChanged 530
		SP:Iteration 8Q (158039.930000 sec): 3 clusters
  Score: Raw -1363320.283521 + Penalty 3083.960044 = -1360236.323477
  nChanged 525
		SP:Iteration 9Q (158040.140000 sec): 3 clusters
  Score: Raw -1363626.541740 + Penalty 3083.960044 = -1360542.581697
  nChanged 505
		SP:Iteration 10Q (158040.410000 sec): 3 clusters
  Score: Raw -1363928.193338 + Penalty 3083.960044 = -1360844.233294
  nChanged 469
		SP:Iteration 11Q (158040.620000 sec): 3 clusters
  Score: Raw -1364184.649273 + Penalty 3083.960044 = -1361100.689229
  nChanged 397
		SP:Iteration 12Q (158040.850000 sec): 3 clusters
  Score: Raw -1364373.563439 + Penalty 3083.960044 = -1361289.603395
  nChanged 304
		SP:Iteration 13Q (158041.090000 sec): 3 clusters
  Score: Raw -1364485.508410 + Penalty 3083.960044 = -1361401.548366
  nChanged 228
		SP:Iteration 14Q (158041.330000 sec): 3 clusters
  Score: Raw -1364550.095865 + Penalty 3083.960044 = -1361466.135821
  nChanged 149
		SP:Iteration 15Q (158041.570000 sec): 3 clusters
  Score: Raw -1364597.706716 + Penalty 3083.960044 = -1361513.746673
  nChanged 126
		SP:Iteration 16Q (158041.810000 sec): 3 clusters
  Score: Raw -1364630.338619 + Penalty 3083.960044 = -1361546.378575
  nChanged 116
		SP:Iteration 17Q (158042.010000 sec): 3 clusters
  Score: Raw -1364661.946280 + Penalty 3083.960044 = -1361577.986236
  nChanged 94
		SP:Iteration 18Q (158042.280000 sec): 3 clusters
  Score: Raw -1364685.552423 + Penalty 3083.960044 = -1361601.592379
  nChanged 94
		SP:Iteration 19Q (158042.470000 sec): 3 clusters
  Score: Raw -1364712.093071 + Penalty 3083.960044 = -1361628.133028
  nChanged 98
		SP:Iteration 20F (158042.730000 sec): 3 clusters
  Score: Raw -1364736.700120 + Penalty 3083.960044 = -1361652.740076
  nChanged 89
		SP:Iteration 21Q (158042.960000 sec): 3 clusters
  Score: Raw -1364757.753892 + Penalty 3083.960044 = -1361673.793848
  nChanged 88
		SP:Iteration 22Q (158043.200000 sec): 3 clusters
  Score: Raw -1364776.230170 + Penalty 3083.960044 = -1361692.270126
  nChanged 66
		SP:Iteration 23Q (158043.400000 sec): 3 clusters
  Score: Raw -1364790.749427 + Penalty 3083.960044 = -1361706.789384
  nChanged 71
		SP:Iteration 24Q (158043.680000 sec): 3 clusters
  Score: Raw -1364807.400173 + Penalty 3083.960044 = -1361723.440130
  nChanged 78
		SP:Iteration 25Q (158043.860000 sec): 3 clusters
  Score: Raw -1364827.467158 + Penalty 3083.960044 = -1361743.507114
  nChanged 83
		SP:Iteration 26Q (158044.090000 sec): 3 clusters
  Score: Raw -1364849.911769 + Penalty 3083.960044 = -1361765.951725
  nChanged 84
		SP:Iteration 27Q (158044.320000 sec): 3 clusters
  Score: Raw -1364871.811371 + Penalty 3083.960044 = -1361787.851327
  nChanged 85
		SP:Iteration 28Q (158044.540000 sec): 3 clusters
  Score: Raw -1364895.684572 + Penalty 3083.960044 = -1361811.724528
  nChanged 89
		SP:Iteration 29Q (158044.750000 sec): 3 clusters
  Score: Raw -1364916.428140 + Penalty 3083.960044 = -1361832.468097
  nChanged 77
		SP:Iteration 30Q (158044.990000 sec): 3 clusters
  Score: Raw -1364933.008233 + Penalty 3083.960044 = -1361849.048189
  nChanged 73
		SP:Iteration 31Q (158045.210000 sec): 3 clusters
  Score: Raw -1364950.962146 + Penalty 3083.960044 = -1361867.002102
  nChanged 80
		SP:Iteration 32Q (158045.440000 sec): 3 clusters
  Score: Raw -1364974.504149 + Penalty 3083.960044 = -1361890.544105
  nChanged 89
		SP:Iteration 33Q (158045.650000 sec): 3 clusters
  Score: Raw -1365003.774604 + Penalty 3083.960044 = -1361919.814560
  nChanged 104
		SP:Iteration 34Q (158045.890000 sec): 3 clusters
  Score: Raw -1365034.135856 + Penalty 3083.960044 = -1361950.175812
  nChanged 88
		SP:Iteration 35Q (158046.090000 sec): 3 clusters
  Score: Raw -1365054.940473 + Penalty 3083.960044 = -1361970.980430
  nChanged 79
		SP:Iteration 36Q (158046.330000 sec): 3 clusters
  Score: Raw -1365079.973118 + Penalty 3083.960044 = -1361996.013074
  nChanged 84
		SP:Iteration 37Q (158046.550000 sec): 3 clusters
  Score: Raw -1365113.817911 + Penalty 3083.960044 = -1362029.857867
  nChanged 98
		SP:Iteration 38Q (158046.770000 sec): 3 clusters
  Score: Raw -1365150.794866 + Penalty 3083.960044 = -1362066.834822
  nChanged 99
		SP:Iteration 39Q (158046.980000 sec): 3 clusters
  Score: Raw -1365188.640769 + Penalty 3083.960044 = -1362104.680726
  nChanged 109
		SP:Iteration 40F (158047.180000 sec): 3 clusters
  Score: Raw -1365229.902610 + Penalty 3083.960044 = -1362145.942566
  nChanged 105
		SP:Iteration 41Q (158047.390000 sec): 3 clusters
  Score: Raw -1365266.228421 + Penalty 3083.960044 = -1362182.268377
  nChanged 97
		SP:Iteration 42Q (158047.660000 sec): 3 clusters
  Score: Raw -1365297.280890 + Penalty 3083.960044 = -1362213.320847
  nChanged 87
		SP:Iteration 43Q (158047.830000 sec): 3 clusters
  Score: Raw -1365324.122209 + Penalty 3083.960044 = -1362240.162166
  nChanged 73
		SP:Iteration 44Q (158048.040000 sec): 3 clusters
  Score: Raw -1365345.850646 + Penalty 3083.960044 = -1362261.890602
  nChanged 68
		SP:Iteration 45Q (158048.250000 sec): 3 clusters
  Score: Raw -1365364.276287 + Penalty 3083.960044 = -1362280.316243
  nChanged 54
		SP:Iteration 46Q (158048.480000 sec): 3 clusters
  Score: Raw -1365374.588564 + Penalty 3083.960044 = -1362290.628520
  nChanged 38
		SP:Iteration 47Q (158048.690000 sec): 3 clusters
  Score: Raw -1365380.596773 + Penalty 3083.960044 = -1362296.636729
  nChanged 32
		SP:Iteration 48Q (158048.920000 sec): 3 clusters
  Score: Raw -1365385.648851 + Penalty 3083.960044 = -1362301.688807
  nChanged 24
		SP:Iteration 49Q (158049.130000 sec): 3 clusters
  Score: Raw -1365389.846048 + Penalty 3083.960044 = -1362305.886005
  nChanged 27
		SP:Iteration 50Q (158049.360000 sec): 3 clusters
  Score: Raw -1365394.047463 + Penalty 3083.960044 = -1362310.087419
  nChanged 27
		SP:Iteration 51Q (158049.570000 sec): 3 clusters
  Score: Raw -1365398.316051 + Penalty 3083.960044 = -1362314.356007
  nChanged 27
		SP:Iteration 52Q (158049.800000 sec): 3 clusters
  Score: Raw -1365403.381794 + Penalty 3083.960044 = -1362319.421750
  nChanged 30
		SP:Iteration 53Q (158050.040000 sec): 3 clusters
  Score: Raw -1365409.985455 + Penalty 3083.960044 = -1362326.025411
  nChanged 25
		SP:Iteration 54Q (158050.250000 sec): 3 clusters
  Score: Raw -1365415.779647 + Penalty 3083.960044 = -1362331.819603
  nChanged 29
		SP:Iteration 55Q (158050.550000 sec): 3 clusters
  Score: Raw -1365422.451244 + Penalty 3083.960044 = -1362338.491200
  nChanged 24
		SP:Iteration 56Q (158050.760000 sec): 3 clusters
  Score: Raw -1365428.765872 + Penalty 3083.960044 = -1362344.805829
  nChanged 32
		SP:Iteration 57Q (158051.030000 sec): 3 clusters
  Score: Raw -1365437.256343 + Penalty 3083.960044 = -1362353.296299
  nChanged 43
		SP:Iteration 58Q (158051.260000 sec): 3 clusters
  Score: Raw -1365448.458763 + Penalty 3083.960044 = -1362364.498719
  nChanged 36
		SP:Iteration 59Q (158051.460000 sec): 3 clusters
  Score: Raw -1365455.639321 + Penalty 3083.960044 = -1362371.679277
  nChanged 34
		SP:Iteration 60F (158051.720000 sec): 3 clusters
  Score: Raw -1365461.672465 + Penalty 3083.960044 = -1362377.712421
  nChanged 27
		SP:Iteration 61Q (158051.960000 sec): 3 clusters
  Score: Raw -1365466.641377 + Penalty 3083.960044 = -1362382.681333
  nChanged 23
		SP:Iteration 62Q (158052.170000 sec): 3 clusters
  Score: Raw -1365470.626804 + Penalty 3083.960044 = -1362386.666760
  nChanged 19
		SP:Iteration 63Q (158052.420000 sec): 3 clusters
  Score: Raw -1365473.515332 + Penalty 3083.960044 = -1362389.555288
  nChanged 17
		SP:Iteration 64Q (158052.630000 sec): 3 clusters
  Score: Raw -1365476.676810 + Penalty 3083.960044 = -1362392.716766
  nChanged 27
		SP:Iteration 65Q (158052.890000 sec): 3 clusters
  Score: Raw -1365481.996050 + Penalty 3083.960044 = -1362398.036006
  nChanged 30
		SP:Iteration 66Q (158053.130000 sec): 3 clusters
  Score: Raw -1365488.682509 + Penalty 3083.960044 = -1362404.722466
  nChanged 35
		SP:Iteration 67Q (158053.310000 sec): 3 clusters
  Score: Raw -1365497.573552 + Penalty 3083.960044 = -1362413.613508
  nChanged 29
		SP:Iteration 68Q (158053.520000 sec): 3 clusters
  Score: Raw -1365503.985198 + Penalty 3083.960044 = -1362420.025154
  nChanged 27
		SP:Iteration 69Q (158053.730000 sec): 3 clusters
  Score: Raw -1365510.530825 + Penalty 3083.960044 = -1362426.570782
  nChanged 27
		SP:Iteration 70Q (158054.030000 sec): 3 clusters
  Score: Raw -1365516.303185 + Penalty 3083.960044 = -1362432.343141
  nChanged 34
		SP:Iteration 71Q (158054.280000 sec): 3 clusters
  Score: Raw -1365526.862826 + Penalty 3083.960044 = -1362442.902782
  nChanged 44
		SP:Iteration 72Q (158054.530000 sec): 3 clusters
  Score: Raw -1365538.431111 + Penalty 3083.960044 = -1362454.471067
  nChanged 34
		SP:Iteration 73Q (158054.720000 sec): 3 clusters
  Score: Raw -1365544.660443 + Penalty 3083.960044 = -1362460.700400
  nChanged 27
		SP:Iteration 74Q (158055.000000 sec): 3 clusters
  Score: Raw -1365550.490329 + Penalty 3083.960044 = -1362466.530286
  nChanged 27
		SP:Iteration 75Q (158055.250000 sec): 3 clusters
  Score: Raw -1365557.024724 + Penalty 3083.960044 = -1362473.064680
  nChanged 34
		SP:Iteration 76Q (158055.470000 sec): 3 clusters
  Score: Raw -1365564.097083 + Penalty 3083.960044 = -1362480.137039
  nChanged 33
		SP:Iteration 77Q (158055.720000 sec): 3 clusters
  Score: Raw -1365570.413368 + Penalty 3083.960044 = -1362486.453324
  nChanged 28
		SP:Iteration 78Q (158055.980000 sec): 3 clusters
  Score: Raw -1365578.055585 + Penalty 3083.960044 = -1362494.095541
  nChanged 28
		SP:Iteration 79Q (158056.210000 sec): 3 clusters
  Score: Raw -1365584.833293 + Penalty 3083.960044 = -1362500.873249
  nChanged 26
		SP:Iteration 80F (158056.460000 sec): 3 clusters
  Score: Raw -1365594.059619 + Penalty 3083.960044 = -1362510.099575
  nChanged 29
		SP:Iteration 81Q (158056.740000 sec): 3 clusters
  Score: Raw -1365603.822349 + Penalty 3083.960044 = -1362519.862305
  nChanged 30
		SP:Iteration 82Q (158056.960000 sec): 3 clusters
  Score: Raw -1365612.010501 + Penalty 3083.960044 = -1362528.050457
  nChanged 29
		SP:Iteration 83Q (158057.210000 sec): 3 clusters
  Score: Raw -1365619.584778 + Penalty 3083.960044 = -1362535.624734
  nChanged 29
		SP:Iteration 84Q (158057.470000 sec): 3 clusters
  Score: Raw -1365628.574787 + Penalty 3083.960044 = -1362544.614743
  nChanged 33
		SP:Iteration 85Q (158057.740000 sec): 3 clusters
  Score: Raw -1365638.538388 + Penalty 3083.960044 = -1362554.578344
  nChanged 26
		SP:Iteration 86Q (158058.060000 sec): 3 clusters
  Score: Raw -1365646.754054 + Penalty 3083.960044 = -1362562.794010
  nChanged 35
		SP:Iteration 87Q (158058.320000 sec): 3 clusters
  Score: Raw -1365656.992108 + Penalty 3083.960044 = -1362573.032064
  nChanged 30
		SP:Iteration 88Q (158058.570000 sec): 3 clusters
  Score: Raw -1365665.307020 + Penalty 3083.960044 = -1362581.346976
  nChanged 28
		SP:Iteration 89Q (158058.830000 sec): 3 clusters
  Score: Raw -1365672.848710 + Penalty 3083.960044 = -1362588.888666
  nChanged 28
		SP:Iteration 90Q (158059.070000 sec): 3 clusters
  Score: Raw -1365679.858374 + Penalty 3083.960044 = -1362595.898330
  nChanged 26
		SP:Iteration 91Q (158059.300000 sec): 3 clusters
  Score: Raw -1365687.518120 + Penalty 3083.960044 = -1362603.558076
  nChanged 20
		SP:Iteration 92Q (158059.590000 sec): 3 clusters
  Score: Raw -1365693.854966 + Penalty 3083.960044 = -1362609.894922
  nChanged 18
		SP:Iteration 93Q (158059.840000 sec): 3 clusters
  Score: Raw -1365698.455962 + Penalty 3083.960044 = -1362614.495918
  nChanged 15
		SP:Iteration 94Q (158060.110000 sec): 3 clusters
  Score: Raw -1365703.342040 + Penalty 3083.960044 = -1362619.381996
  nChanged 19
		SP:Iteration 95Q (158060.370000 sec): 3 clusters
  Score: Raw -1365708.625549 + Penalty 3083.960044 = -1362624.665505
  nChanged 13
		SP:Iteration 96Q (158060.610000 sec): 3 clusters
  Score: Raw -1365712.886621 + Penalty 3083.960044 = -1362628.926577
  nChanged 15
		SP:Iteration 97Q (158060.860000 sec): 3 clusters
  Score: Raw -1365717.023436 + Penalty 3083.960044 = -1362633.063392
  nChanged 11
		SP:Iteration 98Q (158061.160000 sec): 3 clusters
  Score: Raw -1365720.315585 + Penalty 3083.960044 = -1362636.355542
  nChanged 9
		SP:Iteration 99Q (158061.380000 sec): 3 clusters
  Score: Raw -1365723.215939 + Penalty 3083.960044 = -1362639.255895
  nChanged 8
		SP:Iteration 100F (158061.720000 sec): 3 clusters
  Score: Raw -1365725.856912 + Penalty 3083.960044 = -1362641.896868
  nChanged 7
		SP:Iteration 101Q (158061.910000 sec): 3 clusters
  Score: Raw -1365728.021198 + Penalty 3083.960044 = -1362644.061154
  nChanged 9
		SP:Iteration 102Q (158062.150000 sec): 3 clusters
  Score: Raw -1365731.384548 + Penalty 3083.960044 = -1362647.424504
  nChanged 8
		SP:Iteration 103Q (158062.390000 sec): 3 clusters
  Score: Raw -1365733.711972 + Penalty 3083.960044 = -1362649.751928
  nChanged 14
		SP:Iteration 104Q (158062.610000 sec): 3 clusters
  Score: Raw -1365737.533900 + Penalty 3083.960044 = -1362653.573856
  nChanged 15
		SP:Iteration 105Q (158062.870000 sec): 3 clusters
  Score: Raw -1365741.835395 + Penalty 3083.960044 = -1362657.875351
  nChanged 16
		SP:Iteration 106Q (158063.190000 sec): 3 clusters
  Score: Raw -1365747.517647 + Penalty 3083.960044 = -1362663.557603
  nChanged 16
		SP:Iteration 107Q (158063.490000 sec): 3 clusters
  Score: Raw -1365753.825707 + Penalty 3083.960044 = -1362669.865663
  nChanged 20
		SP:Iteration 108Q (158063.760000 sec): 3 clusters
  Score: Raw -1365762.821449 + Penalty 3083.960044 = -1362678.861405
  nChanged 19
		SP:Iteration 109Q (158064.050000 sec): 3 clusters
  Score: Raw -1365771.073351 + Penalty 3083.960044 = -1362687.113307
  nChanged 15
		SP:Iteration 110Q (158064.250000 sec): 3 clusters
  Score: Raw -1365775.962442 + Penalty 3083.960044 = -1362692.002398
  nChanged 17
		SP:Iteration 111Q (158064.570000 sec): 3 clusters
  Score: Raw -1365779.888456 + Penalty 3083.960044 = -1362695.928413
  nChanged 14
		SP:Iteration 112Q (158064.800000 sec): 3 clusters
  Score: Raw -1365783.846221 + Penalty 3083.960044 = -1362699.886177
  nChanged 7
		SP:Iteration 113Q (158065.050000 sec): 3 clusters
  Score: Raw -1365787.268367 + Penalty 3083.960044 = -1362703.308323
  nChanged 6
		SP:Iteration 114Q (158065.290000 sec): 3 clusters
  Score: Raw -1365789.345368 + Penalty 3083.960044 = -1362705.385325
  nChanged 5
		SP:Iteration 115Q (158065.500000 sec): 3 clusters
  Score: Raw -1365791.430070 + Penalty 3083.960044 = -1362707.470026
  nChanged 2
		SP:Iteration 116Q (158065.730000 sec): 3 clusters
  Score: Raw -1365791.958002 + Penalty 3083.960044 = -1362707.997958
  nChanged 1
		SP:Iteration 117Q (158065.990000 sec): 3 clusters
  Score: Raw -1365792.137245 + Penalty 3083.960044 = -1362708.177201
  nChanged 2
		SP:Iteration 118Q (158066.240000 sec): 3 clusters
  Score: Raw -1365792.709367 + Penalty 3083.960044 = -1362708.749323
  nChanged 3
		SP:Iteration 119Q (158066.480000 sec): 3 clusters
  Score: Raw -1365793.709989 + Penalty 3083.960044 = -1362709.749945
  nChanged 1
		SP:Iteration 120F (158066.710000 sec): 3 clusters
  Score: Raw -1365793.893098 + Penalty 3083.960044 = -1362709.933054
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 37 (1093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158066.840000 sec): 2 clusters
  Score: Raw -101022.210554 + Penalty 1136.960742 = -99885.249812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158067.030000 sec): 3 clusters
  Score: Raw -100727.308522 + Penalty 2273.921484 = -98453.387038
  nChanged 318
		SP:Iteration 1F (158067.230000 sec): 3 clusters
  Score: Raw -101013.555676 + Penalty 2273.921484 = -98739.634193
  nChanged 84
		SP:Iteration 2F (158067.430000 sec): 3 clusters
  Score: Raw -101110.522274 + Penalty 2273.921484 = -98836.600790
  nChanged 60
		SP:Iteration 3F (158067.650000 sec): 3 clusters
  Score: Raw -101180.412550 + Penalty 2273.921484 = -98906.491067
  nChanged 39
		SP:Iteration 4Q (158067.900000 sec): 3 clusters
  Score: Raw -101213.190746 + Penalty 2273.921484 = -98939.269263
  nChanged 23
		SP:Iteration 5Q (158068.100000 sec): 3 clusters
  Score: Raw -101241.285275 + Penalty 2273.921484 = -98967.363792
  nChanged 19
		SP:Iteration 6Q (158068.270000 sec): 3 clusters
  Score: Raw -101263.132666 + Penalty 2273.921484 = -98989.211183
  nChanged 26
		SP:Iteration 7Q (158068.430000 sec): 3 clusters
  Score: Raw -101292.776098 + Penalty 2273.921484 = -99018.854615
  nChanged 31
		SP:Iteration 8Q (158068.570000 sec): 3 clusters
  Score: Raw -101331.148629 + Penalty 2273.921484 = -99057.227146
  nChanged 32
		SP:Iteration 9Q (158068.750000 sec): 3 clusters
  Score: Raw -101367.962340 + Penalty 2273.921484 = -99094.040856
  nChanged 34
		SP:Iteration 10Q (158069.000000 sec): 3 clusters
  Score: Raw -101413.367198 + Penalty 2273.921484 = -99139.445714
  nChanged 32
		SP:Iteration 11Q (158069.170000 sec): 3 clusters
  Score: Raw -101447.252248 + Penalty 2273.921484 = -99173.330764
  nChanged 19
		SP:Iteration 12Q (158069.360000 sec): 3 clusters
  Score: Raw -101462.073770 + Penalty 2273.921484 = -99188.152286
  nChanged 15
		SP:Iteration 13Q (158069.550000 sec): 3 clusters
  Score: Raw -101471.919598 + Penalty 2273.921484 = -99197.998114
  nChanged 11
		SP:Iteration 14Q (158069.730000 sec): 3 clusters
  Score: Raw -101481.166795 + Penalty 2273.921484 = -99207.245312
  nChanged 12
		SP:Iteration 15Q (158069.920000 sec): 3 clusters
  Score: Raw -101490.467581 + Penalty 2273.921484 = -99216.546098
  nChanged 7
		SP:Iteration 16Q (158070.090000 sec): 3 clusters
  Score: Raw -101497.557099 + Penalty 2273.921484 = -99223.635616
  nChanged 5
		SP:Iteration 17Q (158070.280000 sec): 3 clusters
  Score: Raw -101500.414970 + Penalty 2273.921484 = -99226.493487
  nChanged 4
		SP:Iteration 18Q (158070.440000 sec): 3 clusters
  Score: Raw -101502.530977 + Penalty 2273.921484 = -99228.609494
  nChanged 3
		SP:Iteration 19Q (158070.620000 sec): 3 clusters
  Score: Raw -101504.265272 + Penalty 2273.921484 = -99230.343788
  nChanged 3
		SP:Iteration 20F (158070.810000 sec): 3 clusters
  Score: Raw -101505.848989 + Penalty 2273.921484 = -99231.927505
  nChanged 2
		SP:Iteration 21Q (158070.980000 sec): 3 clusters
  Score: Raw -101507.658512 + Penalty 2273.921484 = -99233.737028
  nChanged 2
		SP:Iteration 22Q (158071.180000 sec): 3 clusters
  Score: Raw -101509.185373 + Penalty 2273.921484 = -99235.263889
  nChanged 1
		SP:Iteration 23Q (158071.420000 sec): 3 clusters
  Score: Raw -101509.806948 + Penalty 2273.921484 = -99235.885464
  nChanged 0
		SP:Iteration 24F (158071.620000 sec): 3 clusters
  Score: Raw -101509.806948 + Penalty 2273.921484 = -99235.885464
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 38 (22331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158071.780000 sec): 2 clusters
  Score: Raw -2326729.319893 + Penalty 1627.231308 = -2325102.088585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158072.120000 sec): 3 clusters
  Score: Raw -2313227.818468 + Penalty 3254.462616 = -2309973.355852
  nChanged 10074
		SP:Iteration 1F (158072.420000 sec): 3 clusters
  Score: Raw -2318775.067597 + Penalty 3254.462616 = -2315520.604981
  nChanged 1182
		SP:Iteration 2F (158072.690000 sec): 3 clusters
  Score: Raw -2319264.378668 + Penalty 3254.462616 = -2316009.916052
  nChanged 1148
		SP:Iteration 3F (158072.960000 sec): 3 clusters
  Score: Raw -2319751.655767 + Penalty 3254.462616 = -2316497.193151
  nChanged 1130
		SP:Iteration 4F (158073.260000 sec): 3 clusters
  Score: Raw -2320296.910807 + Penalty 3254.462616 = -2317042.448190
  nChanged 1181
		SP:Iteration 5F (158073.590000 sec): 3 clusters
  Score: Raw -2320932.178994 + Penalty 3254.462616 = -2317677.716378
  nChanged 1242
		SP:Iteration 6F (158073.880000 sec): 3 clusters
  Score: Raw -2321601.278170 + Penalty 3254.462616 = -2318346.815554
  nChanged 1217
		SP:Iteration 7F (158074.170000 sec): 3 clusters
  Score: Raw -2322323.502836 + Penalty 3254.462616 = -2319069.040220
  nChanged 1193
		SP:Iteration 8F (158074.440000 sec): 3 clusters
  Score: Raw -2323115.074657 + Penalty 3254.462616 = -2319860.612041
  nChanged 1138
		SP:Iteration 9F (158074.790000 sec): 3 clusters
  Score: Raw -2323898.767123 + Penalty 3254.462616 = -2320644.304507
  nChanged 953
		SP:Iteration 10Q (158075.100000 sec): 3 clusters
  Score: Raw -2324490.537112 + Penalty 3254.462616 = -2321236.074495
  nChanged 755
		SP:Iteration 11Q (158075.400000 sec): 3 clusters
  Score: Raw -2324860.695849 + Penalty 3254.462616 = -2321606.233233
  nChanged 573
		SP:Iteration 12Q (158075.700000 sec): 3 clusters
  Score: Raw -2325094.992819 + Penalty 3254.462616 = -2321840.530203
  nChanged 436
		SP:Iteration 13Q (158076.010000 sec): 3 clusters
  Score: Raw -2325265.467581 + Penalty 3254.462616 = -2322011.004965
  nChanged 406
		SP:Iteration 14Q (158076.380000 sec): 3 clusters
  Score: Raw -2325420.868079 + Penalty 3254.462616 = -2322166.405463
  nChanged 364
		SP:Iteration 15Q (158076.740000 sec): 3 clusters
  Score: Raw -2325553.711400 + Penalty 3254.462616 = -2322299.248784
  nChanged 337
		SP:Iteration 16Q (158077.030000 sec): 3 clusters
  Score: Raw -2325676.661800 + Penalty 3254.462616 = -2322422.199184
  nChanged 330
		SP:Iteration 17Q (158077.340000 sec): 3 clusters
  Score: Raw -2325803.870511 + Penalty 3254.462616 = -2322549.407894
  nChanged 328
		SP:Iteration 18Q (158077.660000 sec): 3 clusters
  Score: Raw -2325940.554754 + Penalty 3254.462616 = -2322686.092138
  nChanged 315
		SP:Iteration 19Q (158078.010000 sec): 3 clusters
  Score: Raw -2326080.955556 + Penalty 3254.462616 = -2322826.492940
  nChanged 278
		SP:Iteration 20F (158078.330000 sec): 3 clusters
  Score: Raw -2326207.795362 + Penalty 3254.462616 = -2322953.332745
  nChanged 221
		SP:Iteration 21Q (158078.550000 sec): 3 clusters
  Score: Raw -2326303.529343 + Penalty 3254.462616 = -2323049.066727
  nChanged 198
		SP:Iteration 22Q (158078.840000 sec): 3 clusters
  Score: Raw -2326399.937714 + Penalty 3254.462616 = -2323145.475098
  nChanged 185
		SP:Iteration 23Q (158079.100000 sec): 3 clusters
  Score: Raw -2326493.493626 + Penalty 3254.462616 = -2323239.031010
  nChanged 182
		SP:Iteration 24Q (158079.360000 sec): 3 clusters
  Score: Raw -2326587.044998 + Penalty 3254.462616 = -2323332.582382
  nChanged 144
		SP:Iteration 25Q (158079.630000 sec): 3 clusters
  Score: Raw -2326671.927034 + Penalty 3254.462616 = -2323417.464418
  nChanged 116
		SP:Iteration 26Q (158079.920000 sec): 3 clusters
  Score: Raw -2326740.076760 + Penalty 3254.462616 = -2323485.614144
  nChanged 98
		SP:Iteration 27Q (158080.190000 sec): 3 clusters
  Score: Raw -2326794.009945 + Penalty 3254.462616 = -2323539.547329
  nChanged 77
		SP:Iteration 28Q (158080.470000 sec): 3 clusters
  Score: Raw -2326839.278347 + Penalty 3254.462616 = -2323584.815731
  nChanged 77
		SP:Iteration 29Q (158080.750000 sec): 3 clusters
  Score: Raw -2326872.770124 + Penalty 3254.462616 = -2323618.307508
  nChanged 53
		SP:Iteration 30Q (158081.030000 sec): 3 clusters
  Score: Raw -2326891.937910 + Penalty 3254.462616 = -2323637.475294
  nChanged 38
		SP:Iteration 31Q (158081.320000 sec): 3 clusters
  Score: Raw -2326903.689783 + Penalty 3254.462616 = -2323649.227167
  nChanged 37
		SP:Iteration 32Q (158081.650000 sec): 3 clusters
  Score: Raw -2326915.631454 + Penalty 3254.462616 = -2323661.168838
  nChanged 37
		SP:Iteration 33Q (158081.970000 sec): 3 clusters
  Score: Raw -2326925.642301 + Penalty 3254.462616 = -2323671.179685
  nChanged 29
		SP:Iteration 34Q (158082.270000 sec): 3 clusters
  Score: Raw -2326934.454684 + Penalty 3254.462616 = -2323679.992068
  nChanged 20
		SP:Iteration 35Q (158082.620000 sec): 3 clusters
  Score: Raw -2326940.663462 + Penalty 3254.462616 = -2323686.200846
  nChanged 18
		SP:Iteration 36Q (158082.950000 sec): 3 clusters
  Score: Raw -2326945.008547 + Penalty 3254.462616 = -2323690.545931
  nChanged 12
		SP:Iteration 37Q (158083.220000 sec): 3 clusters
  Score: Raw -2326948.463345 + Penalty 3254.462616 = -2323694.000729
  nChanged 11
		SP:Iteration 38Q (158083.590000 sec): 3 clusters
  Score: Raw -2326950.540064 + Penalty 3254.462616 = -2323696.077448
  nChanged 6
		SP:Iteration 39Q (158083.850000 sec): 3 clusters
  Score: Raw -2326951.730236 + Penalty 3254.462616 = -2323697.267619
  nChanged 7
		SP:Iteration 40F (158084.190000 sec): 3 clusters
  Score: Raw -2326953.097168 + Penalty 3254.462616 = -2323698.634552
  nChanged 7
		SP:Iteration 41Q (158084.470000 sec): 3 clusters
  Score: Raw -2326954.644158 + Penalty 3254.462616 = -2323700.181542
  nChanged 5
		SP:Iteration 42Q (158084.790000 sec): 3 clusters
  Score: Raw -2326955.783222 + Penalty 3254.462616 = -2323701.320606
  nChanged 9
		SP:Iteration 43Q (158085.080000 sec): 3 clusters
  Score: Raw -2326957.896914 + Penalty 3254.462616 = -2323703.434297
  nChanged 7
		SP:Iteration 44Q (158085.360000 sec): 3 clusters
  Score: Raw -2326959.328399 + Penalty 3254.462616 = -2323704.865783
  nChanged 5
		SP:Iteration 45Q (158085.650000 sec): 3 clusters
  Score: Raw -2326960.494155 + Penalty 3254.462616 = -2323706.031539
  nChanged 5
		SP:Iteration 46Q (158085.890000 sec): 3 clusters
  Score: Raw -2326961.495218 + Penalty 3254.462616 = -2323707.032602
  nChanged 0
		SP:Iteration 47F (158086.200000 sec): 3 clusters
  Score: Raw -2326961.495218 + Penalty 3254.462616 = -2323707.032602
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 39 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158086.350000 sec): 2 clusters
  Score: Raw -21696.570250 + Penalty 889.925327 = -20806.644923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158086.510000 sec): 3 clusters
  Score: Raw -21775.633955 + Penalty 1779.850654 = -19995.783300
  nChanged 44
		SP:Iteration 1F (158086.730000 sec): 3 clusters
  Score: Raw -21894.106586 + Penalty 1779.850654 = -20114.255932
  nChanged 15
		SP:Iteration 2F (158086.910000 sec): 3 clusters
  Score: Raw -21942.784347 + Penalty 1779.850654 = -20162.933693
  nChanged 8
		SP:Iteration 3Q (158087.120000 sec): 3 clusters
  Score: Raw -21981.266372 + Penalty 1779.850654 = -20201.415718
  nChanged 9
		SP:Iteration 4Q (158087.350000 sec): 3 clusters
  Score: Raw -22017.235109 + Penalty 1779.850654 = -20237.384454
  nChanged 4
		SP:Iteration 5Q (158087.530000 sec): 3 clusters
  Score: Raw -22026.714388 + Penalty 1779.850654 = -20246.863733
  nChanged 1
		SP:Iteration 6Q (158087.670000 sec): 3 clusters
  Score: Raw -22030.605233 + Penalty 1779.850654 = -20250.754579
  nChanged 2
		SP:Iteration 7Q (158087.790000 sec): 3 clusters
  Score: Raw -22060.389155 + Penalty 1779.850654 = -20280.538501
  nChanged 4
		SP:Iteration 8Q (158087.970000 sec): 3 clusters
  Score: Raw -22071.205630 + Penalty 1779.850654 = -20291.354976
  nChanged 4
		SP:Iteration 9Q (158088.070000 sec): 3 clusters
  Score: Raw -22085.771581 + Penalty 1779.850654 = -20305.920927
  nChanged 4
		SP:Iteration 10Q (158088.230000 sec): 3 clusters
  Score: Raw -22108.901807 + Penalty 1779.850654 = -20329.051152
  nChanged 1
		SP:Iteration 11Q (158088.400000 sec): 3 clusters
  Score: Raw -22110.059021 + Penalty 1779.850654 = -20330.208367
  nChanged 0
		SP:Iteration 12F (158088.570000 sec): 3 clusters
  Score: Raw -22110.059021 + Penalty 1779.850654 = -20330.208367
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 40 (35493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158088.900000 sec): 2 clusters
  Score: Raw -3936122.055349 + Penalty 1702.527251 = -3934419.528099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158089.280000 sec): 3 clusters
  Score: Raw -3914004.170323 + Penalty 3405.054501 = -3910599.115821
  nChanged 16439
		SP:Iteration 1F (158089.660000 sec): 3 clusters
  Score: Raw -3923038.368499 + Penalty 3405.054501 = -3919633.313998
  nChanged 1316
		SP:Iteration 2Q (158090.100000 sec): 3 clusters
  Score: Raw -3923388.436733 + Penalty 3405.054501 = -3919983.382232
  nChanged 1285
		SP:Iteration 3Q (158090.530000 sec): 3 clusters
  Score: Raw -3923766.497974 + Penalty 3405.054501 = -3920361.443473
  nChanged 1433
		SP:Iteration 4Q (158090.900000 sec): 3 clusters
  Score: Raw -3924306.338898 + Penalty 3405.054501 = -3920901.284397
  nChanged 1709
		SP:Iteration 5Q (158091.320000 sec): 3 clusters
  Score: Raw -3925149.867101 + Penalty 3405.054501 = -3921744.812599
  nChanged 2126
		SP:Iteration 6F (158091.720000 sec): 3 clusters
  Score: Raw -3926439.633280 + Penalty 3405.054501 = -3923034.578778
  nChanged 2565
		SP:Iteration 7F (158092.120000 sec): 3 clusters
  Score: Raw -3928402.256415 + Penalty 3405.054501 = -3924997.201914
  nChanged 2807
		SP:Iteration 8F (158092.450000 sec): 3 clusters
  Score: Raw -3930954.669902 + Penalty 3405.054501 = -3927549.615401
  nChanged 2512
		SP:Iteration 9F (158092.880000 sec): 3 clusters
  Score: Raw -3933406.123901 + Penalty 3405.054501 = -3930001.069400
  nChanged 1664
		SP:Iteration 10Q (158093.270000 sec): 3 clusters
  Score: Raw -3935024.954533 + Penalty 3405.054501 = -3931619.900032
  nChanged 772
		SP:Iteration 11Q (158093.630000 sec): 3 clusters
  Score: Raw -3935789.442406 + Penalty 3405.054501 = -3932384.387905
  nChanged 286
		SP:Iteration 12Q (158093.980000 sec): 3 clusters
  Score: Raw -3936100.062865 + Penalty 3405.054501 = -3932695.008364
  nChanged 94
		SP:Iteration 13Q (158094.300000 sec): 3 clusters
  Score: Raw -3936206.212481 + Penalty 3405.054501 = -3932801.157979
  nChanged 44
		SP:Iteration 14Q (158094.710000 sec): 3 clusters
  Score: Raw -3936263.301727 + Penalty 3405.054501 = -3932858.247226
  nChanged 26
		SP:Iteration 15Q (158095.030000 sec): 3 clusters
  Score: Raw -3936288.439941 + Penalty 3405.054501 = -3932883.385440
  nChanged 17
		SP:Iteration 16Q (158095.410000 sec): 3 clusters
  Score: Raw -3936311.329813 + Penalty 3405.054501 = -3932906.275312
  nChanged 15
		SP:Iteration 17Q (158095.890000 sec): 3 clusters
  Score: Raw -3936325.374614 + Penalty 3405.054501 = -3932920.320113
  nChanged 10
		SP:Iteration 18Q (158096.270000 sec): 3 clusters
  Score: Raw -3936331.944946 + Penalty 3405.054501 = -3932926.890445
  nChanged 3
		SP:Iteration 19Q (158096.590000 sec): 3 clusters
  Score: Raw -3936337.754636 + Penalty 3405.054501 = -3932932.700135
  nChanged 5
		SP:Iteration 20F (158096.900000 sec): 3 clusters
  Score: Raw -3936344.921213 + Penalty 3405.054501 = -3932939.866712
  nChanged 5
		SP:Iteration 21Q (158097.230000 sec): 3 clusters
  Score: Raw -3936350.404506 + Penalty 3405.054501 = -3932945.350005
  nChanged 4
		SP:Iteration 22Q (158097.580000 sec): 3 clusters
  Score: Raw -3936354.623256 + Penalty 3405.054501 = -3932949.568754
  nChanged 1
		SP:Iteration 23Q (158097.970000 sec): 3 clusters
  Score: Raw -3936355.467082 + Penalty 3405.054501 = -3932950.412580
  nChanged 0
		SP:Iteration 24F (158098.340000 sec): 3 clusters
  Score: Raw -3936355.467082 + Penalty 3405.054501 = -3932950.412580
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 41 (10928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158098.500000 sec): 2 clusters
  Score: Raw -1052364.389529 + Penalty 1511.101082 = -1050853.288447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158098.780000 sec): 3 clusters
  Score: Raw -1046025.075319 + Penalty 3022.202164 = -1043002.873155
  nChanged 4808
		SP:Iteration 1F (158099.050000 sec): 3 clusters
  Score: Raw -1048852.432012 + Penalty 3022.202164 = -1045830.229848
  nChanged 779
		SP:Iteration 2F (158099.320000 sec): 3 clusters
  Score: Raw -1049303.943160 + Penalty 3022.202164 = -1046281.740996
  nChanged 722
		SP:Iteration 3F (158099.530000 sec): 3 clusters
  Score: Raw -1049784.021232 + Penalty 3022.202164 = -1046761.819068
  nChanged 690
		SP:Iteration 4F (158099.700000 sec): 3 clusters
  Score: Raw -1050279.792343 + Penalty 3022.202164 = -1047257.590179
  nChanged 670
		SP:Iteration 5F (158099.890000 sec): 3 clusters
  Score: Raw -1050817.368425 + Penalty 3022.202164 = -1047795.166261
  nChanged 576
		SP:Iteration 6F (158100.140000 sec): 3 clusters
  Score: Raw -1051273.269977 + Penalty 3022.202164 = -1048251.067813
  nChanged 533
		SP:Iteration 7Q (158100.420000 sec): 3 clusters
  Score: Raw -1051658.363724 + Penalty 3022.202164 = -1048636.161560
  nChanged 430
		SP:Iteration 8Q (158100.640000 sec): 3 clusters
  Score: Raw -1051933.444065 + Penalty 3022.202164 = -1048911.241901
  nChanged 355
		SP:Iteration 9Q (158100.880000 sec): 3 clusters
  Score: Raw -1052146.091703 + Penalty 3022.202164 = -1049123.889539
  nChanged 296
		SP:Iteration 10Q (158101.120000 sec): 3 clusters
  Score: Raw -1052327.917428 + Penalty 3022.202164 = -1049305.715264
  nChanged 241
		SP:Iteration 11Q (158101.360000 sec): 3 clusters
  Score: Raw -1052476.650468 + Penalty 3022.202164 = -1049454.448304
  nChanged 215
		SP:Iteration 12Q (158101.570000 sec): 3 clusters
  Score: Raw -1052586.325851 + Penalty 3022.202164 = -1049564.123687
  nChanged 162
		SP:Iteration 13Q (158101.740000 sec): 3 clusters
  Score: Raw -1052675.841379 + Penalty 3022.202164 = -1049653.639215
  nChanged 141
		SP:Iteration 14Q (158101.970000 sec): 3 clusters
  Score: Raw -1052748.618848 + Penalty 3022.202164 = -1049726.416684
  nChanged 115
		SP:Iteration 15Q (158102.170000 sec): 3 clusters
  Score: Raw -1052795.955547 + Penalty 3022.202164 = -1049773.753383
  nChanged 98
		SP:Iteration 16Q (158102.460000 sec): 3 clusters
  Score: Raw -1052836.298881 + Penalty 3022.202164 = -1049814.096717
  nChanged 97
		SP:Iteration 17Q (158102.670000 sec): 3 clusters
  Score: Raw -1052878.739419 + Penalty 3022.202164 = -1049856.537255
  nChanged 87
		SP:Iteration 18Q (158102.970000 sec): 3 clusters
  Score: Raw -1052914.863726 + Penalty 3022.202164 = -1049892.661562
  nChanged 84
		SP:Iteration 19Q (158103.200000 sec): 3 clusters
  Score: Raw -1052952.612356 + Penalty 3022.202164 = -1049930.410192
  nChanged 74
		SP:Iteration 20F (158103.470000 sec): 3 clusters
  Score: Raw -1052990.198381 + Penalty 3022.202164 = -1049967.996217
  nChanged 65
		SP:Iteration 21Q (158103.660000 sec): 3 clusters
  Score: Raw -1053021.655896 + Penalty 3022.202164 = -1049999.453732
  nChanged 64
		SP:Iteration 22Q (158103.910000 sec): 3 clusters
  Score: Raw -1053055.279240 + Penalty 3022.202164 = -1050033.077076
  nChanged 57
		SP:Iteration 23Q (158104.150000 sec): 3 clusters
  Score: Raw -1053083.000405 + Penalty 3022.202164 = -1050060.798241
  nChanged 47
		SP:Iteration 24Q (158104.350000 sec): 3 clusters
  Score: Raw -1053102.947066 + Penalty 3022.202164 = -1050080.744902
  nChanged 42
		SP:Iteration 25Q (158104.640000 sec): 3 clusters
  Score: Raw -1053123.822098 + Penalty 3022.202164 = -1050101.619934
  nChanged 34
		SP:Iteration 26Q (158104.870000 sec): 3 clusters
  Score: Raw -1053137.551503 + Penalty 3022.202164 = -1050115.349339
  nChanged 27
		SP:Iteration 27Q (158105.170000 sec): 3 clusters
  Score: Raw -1053150.158201 + Penalty 3022.202164 = -1050127.956037
  nChanged 26
		SP:Iteration 28Q (158105.460000 sec): 3 clusters
  Score: Raw -1053159.396378 + Penalty 3022.202164 = -1050137.194213
  nChanged 15
		SP:Iteration 29Q (158105.680000 sec): 3 clusters
  Score: Raw -1053163.673807 + Penalty 3022.202164 = -1050141.471642
  nChanged 7
		SP:Iteration 30Q (158105.950000 sec): 3 clusters
  Score: Raw -1053165.724416 + Penalty 3022.202164 = -1050143.522252
  nChanged 5
		SP:Iteration 31Q (158106.160000 sec): 3 clusters
  Score: Raw -1053167.147686 + Penalty 3022.202164 = -1050144.945521
  nChanged 6
		SP:Iteration 32Q (158106.350000 sec): 3 clusters
  Score: Raw -1053168.485086 + Penalty 3022.202164 = -1050146.282922
  nChanged 8
		SP:Iteration 33Q (158106.580000 sec): 3 clusters
  Score: Raw -1053170.285296 + Penalty 3022.202164 = -1050148.083132
  nChanged 2
		SP:Iteration 34Q (158106.790000 sec): 3 clusters
  Score: Raw -1053170.484185 + Penalty 3022.202164 = -1050148.282021
  nChanged 2
		SP:Iteration 35Q (158107.030000 sec): 3 clusters
  Score: Raw -1053171.006022 + Penalty 3022.202164 = -1050148.803858
  nChanged 2
		SP:Iteration 36Q (158107.330000 sec): 3 clusters
  Score: Raw -1053171.587862 + Penalty 3022.202164 = -1050149.385698
  nChanged 3
		SP:Iteration 37Q (158107.570000 sec): 3 clusters
  Score: Raw -1053172.370494 + Penalty 3022.202164 = -1050150.168330
  nChanged 3
		SP:Iteration 38Q (158107.800000 sec): 3 clusters
  Score: Raw -1053172.976845 + Penalty 3022.202164 = -1050150.774681
  nChanged 1
		SP:Iteration 39Q (158108.000000 sec): 3 clusters
  Score: Raw -1053173.213882 + Penalty 3022.202164 = -1050151.011718
  nChanged 0
		SP:Iteration 40F (158108.240000 sec): 3 clusters
  Score: Raw -1053173.213882 + Penalty 3022.202164 = -1050151.011718
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 42 (19341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158108.450000 sec): 2 clusters
  Score: Raw -1999428.814903 + Penalty 1603.872152 = -1997824.942751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158108.780000 sec): 3 clusters
  Score: Raw -1987867.508649 + Penalty 3207.744304 = -1984659.764345
  nChanged 8704
		SP:Iteration 1F (158109.090000 sec): 3 clusters
  Score: Raw -1992715.395963 + Penalty 3207.744304 = -1989507.651659
  nChanged 1035
		SP:Iteration 2F (158109.400000 sec): 3 clusters
  Score: Raw -1993148.090703 + Penalty 3207.744304 = -1989940.346399
  nChanged 1023
		SP:Iteration 3F (158109.700000 sec): 3 clusters
  Score: Raw -1993588.814058 + Penalty 3207.744304 = -1990381.069754
  nChanged 974
		SP:Iteration 4F (158110.030000 sec): 3 clusters
  Score: Raw -1994030.560010 + Penalty 3207.744304 = -1990822.815706
  nChanged 991
		SP:Iteration 5F (158110.310000 sec): 3 clusters
  Score: Raw -1994537.437284 + Penalty 3207.744304 = -1991329.692980
  nChanged 1023
		SP:Iteration 6F (158110.610000 sec): 3 clusters
  Score: Raw -1995128.531148 + Penalty 3207.744304 = -1991920.786844
  nChanged 972
		SP:Iteration 7F (158110.920000 sec): 3 clusters
  Score: Raw -1995759.139858 + Penalty 3207.744304 = -1992551.395554
  nChanged 975
		SP:Iteration 8F (158111.160000 sec): 3 clusters
  Score: Raw -1996516.846732 + Penalty 3207.744304 = -1993309.102428
  nChanged 965
		SP:Iteration 9Q (158111.460000 sec): 3 clusters
  Score: Raw -1997226.027049 + Penalty 3207.744304 = -1994018.282745
  nChanged 790
		SP:Iteration 10Q (158111.770000 sec): 3 clusters
  Score: Raw -1997738.968784 + Penalty 3207.744304 = -1994531.224480
  nChanged 647
		SP:Iteration 11Q (158112.040000 sec): 3 clusters
  Score: Raw -1998125.432865 + Penalty 3207.744304 = -1994917.688561
  nChanged 478
		SP:Iteration 12Q (158112.360000 sec): 3 clusters
  Score: Raw -1998377.776653 + Penalty 3207.744304 = -1995170.032348
  nChanged 388
		SP:Iteration 13Q (158112.700000 sec): 3 clusters
  Score: Raw -1998577.609612 + Penalty 3207.744304 = -1995369.865308
  nChanged 350
		SP:Iteration 14Q (158112.990000 sec): 3 clusters
  Score: Raw -1998750.176729 + Penalty 3207.744304 = -1995542.432425
  nChanged 318
		SP:Iteration 15Q (158113.360000 sec): 3 clusters
  Score: Raw -1998904.125385 + Penalty 3207.744304 = -1995696.381081
  nChanged 272
		SP:Iteration 16Q (158113.720000 sec): 3 clusters
  Score: Raw -1999017.516446 + Penalty 3207.744304 = -1995809.772142
  nChanged 248
		SP:Iteration 17Q (158114.020000 sec): 3 clusters
  Score: Raw -1999145.281088 + Penalty 3207.744304 = -1995937.536784
  nChanged 265
		SP:Iteration 18Q (158114.370000 sec): 3 clusters
  Score: Raw -1999296.391482 + Penalty 3207.744304 = -1996088.647178
  nChanged 254
		SP:Iteration 19Q (158114.640000 sec): 3 clusters
  Score: Raw -1999416.636230 + Penalty 3207.744304 = -1996208.891926
  nChanged 229
		SP:Iteration 20F (158114.960000 sec): 3 clusters
  Score: Raw -1999532.301654 + Penalty 3207.744304 = -1996324.557350
  nChanged 224
		SP:Iteration 21Q (158115.240000 sec): 3 clusters
  Score: Raw -1999646.102100 + Penalty 3207.744304 = -1996438.357796
  nChanged 204
		SP:Iteration 22Q (158115.580000 sec): 3 clusters
  Score: Raw -1999741.018287 + Penalty 3207.744304 = -1996533.273983
  nChanged 171
		SP:Iteration 23Q (158115.870000 sec): 3 clusters
  Score: Raw -1999807.145082 + Penalty 3207.744304 = -1996599.400778
  nChanged 147
		SP:Iteration 24Q (158116.190000 sec): 3 clusters
  Score: Raw -1999857.580532 + Penalty 3207.744304 = -1996649.836228
  nChanged 139
		SP:Iteration 25Q (158116.450000 sec): 3 clusters
  Score: Raw -1999903.748202 + Penalty 3207.744304 = -1996696.003898
  nChanged 113
		SP:Iteration 26Q (158116.740000 sec): 3 clusters
  Score: Raw -1999932.702852 + Penalty 3207.744304 = -1996724.958548
  nChanged 83
		SP:Iteration 27Q (158117.020000 sec): 3 clusters
  Score: Raw -1999953.593308 + Penalty 3207.744304 = -1996745.849004
  nChanged 72
		SP:Iteration 28Q (158117.320000 sec): 3 clusters
  Score: Raw -1999968.934866 + Penalty 3207.744304 = -1996761.190562
  nChanged 56
		SP:Iteration 29Q (158117.640000 sec): 3 clusters
  Score: Raw -1999983.125181 + Penalty 3207.744304 = -1996775.380877
  nChanged 59
		SP:Iteration 30Q (158117.990000 sec): 3 clusters
  Score: Raw -1999998.103214 + Penalty 3207.744304 = -1996790.358910
  nChanged 65
		SP:Iteration 31Q (158118.270000 sec): 3 clusters
  Score: Raw -2000014.630469 + Penalty 3207.744304 = -1996806.886165
  nChanged 60
		SP:Iteration 32Q (158118.590000 sec): 3 clusters
  Score: Raw -2000027.124308 + Penalty 3207.744304 = -1996819.380004
  nChanged 54
		SP:Iteration 33Q (158118.880000 sec): 3 clusters
  Score: Raw -2000036.660299 + Penalty 3207.744304 = -1996828.915995
  nChanged 49
		SP:Iteration 34Q (158119.230000 sec): 3 clusters
  Score: Raw -2000046.265094 + Penalty 3207.744304 = -1996838.520790
  nChanged 49
		SP:Iteration 35Q (158119.490000 sec): 3 clusters
  Score: Raw -2000055.675379 + Penalty 3207.744304 = -1996847.931075
  nChanged 47
		SP:Iteration 36Q (158119.820000 sec): 3 clusters
  Score: Raw -2000064.463952 + Penalty 3207.744304 = -1996856.719648
  nChanged 46
		SP:Iteration 37Q (158120.170000 sec): 3 clusters
  Score: Raw -2000073.974612 + Penalty 3207.744304 = -1996866.230307
  nChanged 51
		SP:Iteration 38Q (158120.430000 sec): 3 clusters
  Score: Raw -2000085.918278 + Penalty 3207.744304 = -1996878.173974
  nChanged 53
		SP:Iteration 39Q (158120.670000 sec): 3 clusters
  Score: Raw -2000097.395080 + Penalty 3207.744304 = -1996889.650776
  nChanged 54
		SP:Iteration 40F (158120.980000 sec): 3 clusters
  Score: Raw -2000111.295841 + Penalty 3207.744304 = -1996903.551537
  nChanged 47
		SP:Iteration 41Q (158121.330000 sec): 3 clusters
  Score: Raw -2000121.287182 + Penalty 3207.744304 = -1996913.542878
  nChanged 59
		SP:Iteration 42Q (158121.610000 sec): 3 clusters
  Score: Raw -2000134.339120 + Penalty 3207.744304 = -1996926.594816
  nChanged 55
		SP:Iteration 43Q (158121.870000 sec): 3 clusters
  Score: Raw -2000144.252633 + Penalty 3207.744304 = -1996936.508329
  nChanged 58
		SP:Iteration 44Q (158122.140000 sec): 3 clusters
  Score: Raw -2000160.035594 + Penalty 3207.744304 = -1996952.291290
  nChanged 69
		SP:Iteration 45Q (158122.390000 sec): 3 clusters
  Score: Raw -2000177.263802 + Penalty 3207.744304 = -1996969.519498
  nChanged 70
		SP:Iteration 46Q (158122.670000 sec): 3 clusters
  Score: Raw -2000192.192496 + Penalty 3207.744304 = -1996984.448192
  nChanged 71
		SP:Iteration 47Q (158123.010000 sec): 3 clusters
  Score: Raw -2000206.853107 + Penalty 3207.744304 = -1996999.108803
  nChanged 70
		SP:Iteration 48Q (158123.250000 sec): 3 clusters
  Score: Raw -2000224.433489 + Penalty 3207.744304 = -1997016.689185
  nChanged 87
		SP:Iteration 49Q (158123.550000 sec): 3 clusters
  Score: Raw -2000245.153724 + Penalty 3207.744304 = -1997037.409420
  nChanged 84
		SP:Iteration 50Q (158123.770000 sec): 3 clusters
  Score: Raw -2000264.719261 + Penalty 3207.744304 = -1997056.974957
  nChanged 91
		SP:Iteration 51Q (158124.030000 sec): 3 clusters
  Score: Raw -2000285.331771 + Penalty 3207.744304 = -1997077.587467
  nChanged 92
		SP:Iteration 52Q (158124.340000 sec): 3 clusters
  Score: Raw -2000307.251083 + Penalty 3207.744304 = -1997099.506779
  nChanged 95
		SP:Iteration 53Q (158124.670000 sec): 3 clusters
  Score: Raw -2000330.183852 + Penalty 3207.744304 = -1997122.439548
  nChanged 97
		SP:Iteration 54Q (158124.970000 sec): 3 clusters
  Score: Raw -2000352.010340 + Penalty 3207.744304 = -1997144.266036
  nChanged 92
		SP:Iteration 55Q (158125.220000 sec): 3 clusters
  Score: Raw -2000369.557545 + Penalty 3207.744304 = -1997161.813241
  nChanged 78
		SP:Iteration 56Q (158125.580000 sec): 3 clusters
  Score: Raw -2000384.922611 + Penalty 3207.744304 = -1997177.178307
  nChanged 68
		SP:Iteration 57Q (158125.900000 sec): 3 clusters
  Score: Raw -2000398.757610 + Penalty 3207.744304 = -1997191.013306
  nChanged 82
		SP:Iteration 58Q (158126.130000 sec): 3 clusters
  Score: Raw -2000416.286743 + Penalty 3207.744304 = -1997208.542439
  nChanged 77
		SP:Iteration 59Q (158126.390000 sec): 3 clusters
  Score: Raw -2000430.394676 + Penalty 3207.744304 = -1997222.650372
  nChanged 59
		SP:Iteration 60F (158126.730000 sec): 3 clusters
  Score: Raw -2000441.255976 + Penalty 3207.744304 = -1997233.511672
  nChanged 61
		SP:Iteration 61Q (158127.040000 sec): 3 clusters
  Score: Raw -2000452.067911 + Penalty 3207.744304 = -1997244.323607
  nChanged 61
		SP:Iteration 62Q (158127.320000 sec): 3 clusters
  Score: Raw -2000463.808895 + Penalty 3207.744304 = -1997256.064591
  nChanged 55
		SP:Iteration 63Q (158127.530000 sec): 3 clusters
  Score: Raw -2000473.967690 + Penalty 3207.744304 = -1997266.223386
  nChanged 62
		SP:Iteration 64Q (158127.850000 sec): 3 clusters
  Score: Raw -2000485.820798 + Penalty 3207.744304 = -1997278.076494
  nChanged 66
		SP:Iteration 65Q (158128.080000 sec): 3 clusters
  Score: Raw -2000495.456387 + Penalty 3207.744304 = -1997287.712083
  nChanged 60
		SP:Iteration 66Q (158128.360000 sec): 3 clusters
  Score: Raw -2000504.354349 + Penalty 3207.744304 = -1997296.610045
  nChanged 55
		SP:Iteration 67Q (158128.620000 sec): 3 clusters
  Score: Raw -2000513.312722 + Penalty 3207.744304 = -1997305.568418
  nChanged 49
		SP:Iteration 68Q (158128.920000 sec): 3 clusters
  Score: Raw -2000519.874966 + Penalty 3207.744304 = -1997312.130662
  nChanged 38
		SP:Iteration 69Q (158129.150000 sec): 3 clusters
  Score: Raw -2000524.063437 + Penalty 3207.744304 = -1997316.319133
  nChanged 32
		SP:Iteration 70Q (158129.400000 sec): 3 clusters
  Score: Raw -2000527.924996 + Penalty 3207.744304 = -1997320.180692
  nChanged 34
		SP:Iteration 71Q (158129.720000 sec): 3 clusters
  Score: Raw -2000532.153637 + Penalty 3207.744304 = -1997324.409333
  nChanged 25
		SP:Iteration 72Q (158129.960000 sec): 3 clusters
  Score: Raw -2000535.278887 + Penalty 3207.744304 = -1997327.534583
  nChanged 23
		SP:Iteration 73Q (158130.290000 sec): 3 clusters
  Score: Raw -2000537.229133 + Penalty 3207.744304 = -1997329.484829
  nChanged 14
		SP:Iteration 74Q (158130.520000 sec): 3 clusters
  Score: Raw -2000538.418899 + Penalty 3207.744304 = -1997330.674595
  nChanged 6
		SP:Iteration 75Q (158130.800000 sec): 3 clusters
  Score: Raw -2000538.931298 + Penalty 3207.744304 = -1997331.186994
  nChanged 8
		SP:Iteration 76Q (158131.050000 sec): 3 clusters
  Score: Raw -2000539.626160 + Penalty 3207.744304 = -1997331.881856
  nChanged 4
		SP:Iteration 77Q (158131.340000 sec): 3 clusters
  Score: Raw -2000539.887073 + Penalty 3207.744304 = -1997332.142769
  nChanged 5
		SP:Iteration 78Q (158131.620000 sec): 3 clusters
  Score: Raw -2000540.302873 + Penalty 3207.744304 = -1997332.558569
  nChanged 7
		SP:Iteration 79Q (158131.850000 sec): 3 clusters
  Score: Raw -2000540.651847 + Penalty 3207.744304 = -1997332.907543
  nChanged 2
		SP:Iteration 80F (158132.090000 sec): 3 clusters
  Score: Raw -2000540.752514 + Penalty 3207.744304 = -1997333.008210
  nChanged 4
		SP:Iteration 81Q (158132.350000 sec): 3 clusters
  Score: Raw -2000540.918430 + Penalty 3207.744304 = -1997333.174126
  nChanged 1
		SP:Iteration 82Q (158132.600000 sec): 3 clusters
  Score: Raw -2000540.993509 + Penalty 3207.744304 = -1997333.249205
  nChanged 0
		SP:Iteration 83F (158132.880000 sec): 3 clusters
  Score: Raw -2000540.993509 + Penalty 3207.744304 = -1997333.249205
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 43 (4506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158132.980000 sec): 2 clusters
  Score: Raw -466091.605870 + Penalty 1367.139332 = -464724.466538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158133.120000 sec): 3 clusters
  Score: Raw -463805.818777 + Penalty 2734.278664 = -461071.540112
  nChanged 1782
		SP:Iteration 1F (158133.260000 sec): 3 clusters
  Score: Raw -464876.175479 + Penalty 2734.278664 = -462141.896814
  nChanged 365
		SP:Iteration 2F (158133.480000 sec): 3 clusters
  Score: Raw -465098.830930 + Penalty 2734.278664 = -462364.552265
  nChanged 248
		SP:Iteration 3F (158133.620000 sec): 3 clusters
  Score: Raw -465250.880353 + Penalty 2734.278664 = -462516.601688
  nChanged 212
		SP:Iteration 4Q (158133.790000 sec): 3 clusters
  Score: Raw -465383.083554 + Penalty 2734.278664 = -462648.804890
  nChanged 164
		SP:Iteration 5Q (158133.960000 sec): 3 clusters
  Score: Raw -465477.293197 + Penalty 2734.278664 = -462743.014533
  nChanged 137
		SP:Iteration 6Q (158134.140000 sec): 3 clusters
  Score: Raw -465535.442717 + Penalty 2734.278664 = -462801.164053
  nChanged 97
		SP:Iteration 7Q (158134.370000 sec): 3 clusters
  Score: Raw -465576.265506 + Penalty 2734.278664 = -462841.986842
  nChanged 98
		SP:Iteration 8Q (158134.550000 sec): 3 clusters
  Score: Raw -465625.785312 + Penalty 2734.278664 = -462891.506648
  nChanged 102
		SP:Iteration 9Q (158134.780000 sec): 3 clusters
  Score: Raw -465672.070075 + Penalty 2734.278664 = -462937.791411
  nChanged 94
		SP:Iteration 10Q (158134.980000 sec): 3 clusters
  Score: Raw -465716.964085 + Penalty 2734.278664 = -462982.685421
  nChanged 88
		SP:Iteration 11Q (158135.180000 sec): 3 clusters
  Score: Raw -465769.961036 + Penalty 2734.278664 = -463035.682372
  nChanged 98
		SP:Iteration 12Q (158135.380000 sec): 3 clusters
  Score: Raw -465825.456581 + Penalty 2734.278664 = -463091.177916
  nChanged 91
		SP:Iteration 13Q (158135.560000 sec): 3 clusters
  Score: Raw -465874.638990 + Penalty 2734.278664 = -463140.360326
  nChanged 86
		SP:Iteration 14Q (158135.810000 sec): 3 clusters
  Score: Raw -465919.552429 + Penalty 2734.278664 = -463185.273765
  nChanged 75
		SP:Iteration 15Q (158136.020000 sec): 3 clusters
  Score: Raw -465961.914625 + Penalty 2734.278664 = -463227.635961
  nChanged 65
		SP:Iteration 16Q (158136.220000 sec): 3 clusters
  Score: Raw -466003.751518 + Penalty 2734.278664 = -463269.472854
  nChanged 56
		SP:Iteration 17Q (158136.430000 sec): 3 clusters
  Score: Raw -466039.249403 + Penalty 2734.278664 = -463304.970739
  nChanged 52
		SP:Iteration 18Q (158136.640000 sec): 3 clusters
  Score: Raw -466072.397440 + Penalty 2734.278664 = -463338.118776
  nChanged 50
		SP:Iteration 19Q (158136.860000 sec): 3 clusters
  Score: Raw -466101.147576 + Penalty 2734.278664 = -463366.868911
  nChanged 44
		SP:Iteration 20F (158137.080000 sec): 3 clusters
  Score: Raw -466127.121631 + Penalty 2734.278664 = -463392.842967
  nChanged 38
		SP:Iteration 21Q (158137.300000 sec): 3 clusters
  Score: Raw -466152.820213 + Penalty 2734.278664 = -463418.541549
  nChanged 36
		SP:Iteration 22Q (158137.520000 sec): 3 clusters
  Score: Raw -466170.063666 + Penalty 2734.278664 = -463435.785002
  nChanged 25
		SP:Iteration 23Q (158137.680000 sec): 3 clusters
  Score: Raw -466186.211045 + Penalty 2734.278664 = -463451.932381
  nChanged 27
		SP:Iteration 24Q (158137.860000 sec): 3 clusters
  Score: Raw -466201.313581 + Penalty 2734.278664 = -463467.034917
  nChanged 23
		SP:Iteration 25Q (158138.080000 sec): 3 clusters
  Score: Raw -466212.371474 + Penalty 2734.278664 = -463478.092810
  nChanged 15
		SP:Iteration 26Q (158138.250000 sec): 3 clusters
  Score: Raw -466218.599843 + Penalty 2734.278664 = -463484.321178
  nChanged 9
		SP:Iteration 27Q (158138.440000 sec): 3 clusters
  Score: Raw -466222.159851 + Penalty 2734.278664 = -463487.881187
  nChanged 8
		SP:Iteration 28Q (158138.630000 sec): 3 clusters
  Score: Raw -466225.727627 + Penalty 2734.278664 = -463491.448962
  nChanged 6
		SP:Iteration 29Q (158138.850000 sec): 3 clusters
  Score: Raw -466227.730354 + Penalty 2734.278664 = -463493.451689
  nChanged 3
		SP:Iteration 30Q (158139.060000 sec): 3 clusters
  Score: Raw -466229.217743 + Penalty 2734.278664 = -463494.939079
  nChanged 3
		SP:Iteration 31Q (158139.230000 sec): 3 clusters
  Score: Raw -466230.142966 + Penalty 2734.278664 = -463495.864301
  nChanged 3
		SP:Iteration 32Q (158139.440000 sec): 3 clusters
  Score: Raw -466232.122629 + Penalty 2734.278664 = -463497.843965
  nChanged 5
		SP:Iteration 33Q (158139.620000 sec): 3 clusters
  Score: Raw -466234.320633 + Penalty 2734.278664 = -463500.041968
  nChanged 6
		SP:Iteration 34Q (158139.780000 sec): 3 clusters
  Score: Raw -466236.775598 + Penalty 2734.278664 = -463502.496933
  nChanged 5
		SP:Iteration 35Q (158139.950000 sec): 3 clusters
  Score: Raw -466239.922875 + Penalty 2734.278664 = -463505.644211
  nChanged 5
		SP:Iteration 36Q (158140.130000 sec): 3 clusters
  Score: Raw -466243.357526 + Penalty 2734.278664 = -463509.078862
  nChanged 9
		SP:Iteration 37Q (158140.330000 sec): 3 clusters
  Score: Raw -466247.078018 + Penalty 2734.278664 = -463512.799354
  nChanged 4
		SP:Iteration 38Q (158140.500000 sec): 3 clusters
  Score: Raw -466248.618585 + Penalty 2734.278664 = -463514.339921
  nChanged 3
		SP:Iteration 39Q (158140.690000 sec): 3 clusters
  Score: Raw -466249.141716 + Penalty 2734.278664 = -463514.863052
  nChanged 0
		SP:Iteration 40F (158140.850000 sec): 3 clusters
  Score: Raw -466249.141716 + Penalty 2734.278664 = -463514.863052
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 44 (289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158140.970000 sec): 2 clusters
  Score: Raw -26483.545229 + Penalty 920.794337 = -25562.750892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158141.180000 sec): 3 clusters
  Score: Raw -26544.738418 + Penalty 1841.588674 = -24703.149744
  nChanged 57
		SP:Iteration 1F (158141.430000 sec): 3 clusters
  Score: Raw -26674.251138 + Penalty 1841.588674 = -24832.662464
  nChanged 8
		SP:Iteration 2Q (158141.590000 sec): 3 clusters
  Score: Raw -26697.839014 + Penalty 1841.588674 = -24856.250340
  nChanged 4
		SP:Iteration 3Q (158141.770000 sec): 3 clusters
  Score: Raw -26704.632848 + Penalty 1841.588674 = -24863.044174
  nChanged 1
		SP:Iteration 4Q (158141.950000 sec): 3 clusters
  Score: Raw -26705.756052 + Penalty 1841.588674 = -24864.167379
  nChanged 1
		SP:Iteration 5Q (158142.120000 sec): 3 clusters
  Score: Raw -26710.815043 + Penalty 1841.588674 = -24869.226369
  nChanged 1
		SP:Iteration 6Q (158142.310000 sec): 3 clusters
  Score: Raw -26714.320262 + Penalty 1841.588674 = -24872.731588
  nChanged 2
		SP:Iteration 7Q (158142.510000 sec): 3 clusters
  Score: Raw -26721.401667 + Penalty 1841.588674 = -24879.812993
  nChanged 1
		SP:Iteration 8Q (158142.680000 sec): 3 clusters
  Score: Raw -26724.501714 + Penalty 1841.588674 = -24882.913041
  nChanged 1
		SP:Iteration 9Q (158142.870000 sec): 3 clusters
  Score: Raw -26733.582370 + Penalty 1841.588674 = -24891.993696
  nChanged 0
		SP:Iteration 10F (158143.010000 sec): 3 clusters
  Score: Raw -26733.582370 + Penalty 1841.588674 = -24891.993696
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 45 (2016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158143.150000 sec): 2 clusters
  Score: Raw -206366.390145 + Penalty 1236.441477 = -205129.948668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158143.290000 sec): 3 clusters
  Score: Raw -205497.676594 + Penalty 2472.882954 = -203024.793639
  nChanged 688
		SP:Iteration 1F (158143.510000 sec): 3 clusters
  Score: Raw -205970.487089 + Penalty 2472.882954 = -203497.604135
  nChanged 144
		SP:Iteration 2F (158143.680000 sec): 3 clusters
  Score: Raw -206083.339513 + Penalty 2472.882954 = -203610.456558
  nChanged 100
		SP:Iteration 3Q (158143.830000 sec): 3 clusters
  Score: Raw -206153.223405 + Penalty 2472.882954 = -203680.340450
  nChanged 64
		SP:Iteration 4Q (158144.030000 sec): 3 clusters
  Score: Raw -206191.425381 + Penalty 2472.882954 = -203718.542426
  nChanged 50
		SP:Iteration 5Q (158144.210000 sec): 3 clusters
  Score: Raw -206217.501455 + Penalty 2472.882954 = -203744.618500
  nChanged 35
		SP:Iteration 6Q (158144.380000 sec): 3 clusters
  Score: Raw -206242.035580 + Penalty 2472.882954 = -203769.152625
  nChanged 24
		SP:Iteration 7Q (158144.510000 sec): 3 clusters
  Score: Raw -206254.455739 + Penalty 2472.882954 = -203781.572784
  nChanged 20
		SP:Iteration 8Q (158144.690000 sec): 3 clusters
  Score: Raw -206263.862009 + Penalty 2472.882954 = -203790.979054
  nChanged 15
		SP:Iteration 9Q (158144.880000 sec): 3 clusters
  Score: Raw -206269.795400 + Penalty 2472.882954 = -203796.912446
  nChanged 10
		SP:Iteration 10Q (158145.050000 sec): 3 clusters
  Score: Raw -206272.739502 + Penalty 2472.882954 = -203799.856548
  nChanged 7
		SP:Iteration 11Q (158145.210000 sec): 3 clusters
  Score: Raw -206276.072846 + Penalty 2472.882954 = -203803.189892
  nChanged 7
		SP:Iteration 12Q (158145.370000 sec): 3 clusters
  Score: Raw -206277.997944 + Penalty 2472.882954 = -203805.114990
  nChanged 8
		SP:Iteration 13Q (158145.550000 sec): 3 clusters
  Score: Raw -206282.039604 + Penalty 2472.882954 = -203809.156649
  nChanged 9
		SP:Iteration 14Q (158145.730000 sec): 3 clusters
  Score: Raw -206284.147782 + Penalty 2472.882954 = -203811.264828
  nChanged 7
		SP:Iteration 15Q (158145.920000 sec): 3 clusters
  Score: Raw -206286.948364 + Penalty 2472.882954 = -203814.065409
  nChanged 6
		SP:Iteration 16Q (158146.120000 sec): 3 clusters
  Score: Raw -206289.740239 + Penalty 2472.882954 = -203816.857285
  nChanged 5
		SP:Iteration 17Q (158146.270000 sec): 3 clusters
  Score: Raw -206292.544107 + Penalty 2472.882954 = -203819.661153
  nChanged 8
		SP:Iteration 18Q (158146.460000 sec): 3 clusters
  Score: Raw -206295.695498 + Penalty 2472.882954 = -203822.812543
  nChanged 5
		SP:Iteration 19Q (158146.680000 sec): 3 clusters
  Score: Raw -206297.488375 + Penalty 2472.882954 = -203824.605421
  nChanged 7
		SP:Iteration 20F (158146.840000 sec): 3 clusters
  Score: Raw -206300.325534 + Penalty 2472.882954 = -203827.442580
  nChanged 8
		SP:Iteration 21Q (158147.070000 sec): 3 clusters
  Score: Raw -206304.456553 + Penalty 2472.882954 = -203831.573599
  nChanged 11
		SP:Iteration 22Q (158147.230000 sec): 3 clusters
  Score: Raw -206309.934797 + Penalty 2472.882954 = -203837.051842
  nChanged 11
		SP:Iteration 23Q (158147.420000 sec): 3 clusters
  Score: Raw -206320.602853 + Penalty 2472.882954 = -203847.719899
  nChanged 22
		SP:Iteration 24Q (158147.670000 sec): 3 clusters
  Score: Raw -206340.367643 + Penalty 2472.882954 = -203867.484688
  nChanged 23
		SP:Iteration 25Q (158147.890000 sec): 3 clusters
  Score: Raw -206354.437877 + Penalty 2472.882954 = -203881.554923
  nChanged 19
		SP:Iteration 26Q (158148.130000 sec): 3 clusters
  Score: Raw -206365.899016 + Penalty 2472.882954 = -203893.016061
  nChanged 18
		SP:Iteration 27Q (158148.390000 sec): 3 clusters
  Score: Raw -206376.792624 + Penalty 2472.882954 = -203903.909670
  nChanged 22
		SP:Iteration 28Q (158148.550000 sec): 3 clusters
  Score: Raw -206391.764912 + Penalty 2472.882954 = -203918.881958
  nChanged 21
		SP:Iteration 29Q (158148.770000 sec): 3 clusters
  Score: Raw -206409.472603 + Penalty 2472.882954 = -203936.589648
  nChanged 31
		SP:Iteration 30Q (158148.960000 sec): 3 clusters
  Score: Raw -206427.233436 + Penalty 2472.882954 = -203954.350481
  nChanged 25
		SP:Iteration 31Q (158149.170000 sec): 3 clusters
  Score: Raw -206442.653735 + Penalty 2472.882954 = -203969.770781
  nChanged 23
		SP:Iteration 32Q (158149.350000 sec): 3 clusters
  Score: Raw -206451.730626 + Penalty 2472.882954 = -203978.847672
  nChanged 21
		SP:Iteration 33Q (158149.550000 sec): 3 clusters
  Score: Raw -206461.625457 + Penalty 2472.882954 = -203988.742503
  nChanged 12
		SP:Iteration 34Q (158149.750000 sec): 3 clusters
  Score: Raw -206470.617932 + Penalty 2472.882954 = -203997.734977
  nChanged 13
		SP:Iteration 35Q (158149.950000 sec): 3 clusters
  Score: Raw -206477.788932 + Penalty 2472.882954 = -204004.905978
  nChanged 15
		SP:Iteration 36Q (158150.150000 sec): 3 clusters
  Score: Raw -206490.790540 + Penalty 2472.882954 = -204017.907585
  nChanged 18
		SP:Iteration 37Q (158150.320000 sec): 3 clusters
  Score: Raw -206509.761560 + Penalty 2472.882954 = -204036.878606
  nChanged 26
		SP:Iteration 38Q (158150.490000 sec): 3 clusters
  Score: Raw -206531.153009 + Penalty 2472.882954 = -204058.270054
  nChanged 32
		SP:Iteration 39Q (158150.630000 sec): 3 clusters
  Score: Raw -206560.328215 + Penalty 2472.882954 = -204087.445260
  nChanged 30
		SP:Iteration 40F (158150.750000 sec): 3 clusters
  Score: Raw -206581.281797 + Penalty 2472.882954 = -204108.398842
  nChanged 30
		SP:Iteration 41Q (158150.890000 sec): 3 clusters
  Score: Raw -206602.457234 + Penalty 2472.882954 = -204129.574279
  nChanged 25
		SP:Iteration 42Q (158151.130000 sec): 3 clusters
  Score: Raw -206621.265504 + Penalty 2472.882954 = -204148.382550
  nChanged 23
		SP:Iteration 43Q (158151.320000 sec): 3 clusters
  Score: Raw -206644.016763 + Penalty 2472.882954 = -204171.133809
  nChanged 24
		SP:Iteration 44Q (158151.490000 sec): 3 clusters
  Score: Raw -206664.557427 + Penalty 2472.882954 = -204191.674472
  nChanged 24
		SP:Iteration 45Q (158151.680000 sec): 3 clusters
  Score: Raw -206680.015436 + Penalty 2472.882954 = -204207.132481
  nChanged 17
		SP:Iteration 46Q (158151.890000 sec): 3 clusters
  Score: Raw -206692.377752 + Penalty 2472.882954 = -204219.494798
  nChanged 21
		SP:Iteration 47Q (158152.030000 sec): 3 clusters
  Score: Raw -206704.472880 + Penalty 2472.882954 = -204231.589925
  nChanged 15
		SP:Iteration 48Q (158152.230000 sec): 3 clusters
  Score: Raw -206711.609045 + Penalty 2472.882954 = -204238.726091
  nChanged 13
		SP:Iteration 49Q (158152.410000 sec): 3 clusters
  Score: Raw -206719.983871 + Penalty 2472.882954 = -204247.100916
  nChanged 13
		SP:Iteration 50Q (158152.630000 sec): 3 clusters
  Score: Raw -206728.122874 + Penalty 2472.882954 = -204255.239920
  nChanged 15
		SP:Iteration 51Q (158152.840000 sec): 3 clusters
  Score: Raw -206739.172103 + Penalty 2472.882954 = -204266.289149
  nChanged 11
		SP:Iteration 52Q (158153.000000 sec): 3 clusters
  Score: Raw -206747.463649 + Penalty 2472.882954 = -204274.580695
  nChanged 13
		SP:Iteration 53Q (158153.140000 sec): 3 clusters
  Score: Raw -206756.067736 + Penalty 2472.882954 = -204283.184781
  nChanged 7
		SP:Iteration 54Q (158153.380000 sec): 3 clusters
  Score: Raw -206759.884154 + Penalty 2472.882954 = -204287.001199
  nChanged 4
		SP:Iteration 55Q (158153.570000 sec): 3 clusters
  Score: Raw -206762.068545 + Penalty 2472.882954 = -204289.185591
  nChanged 5
		SP:Iteration 56Q (158153.720000 sec): 3 clusters
  Score: Raw -206765.017829 + Penalty 2472.882954 = -204292.134875
  nChanged 4
		SP:Iteration 57Q (158153.930000 sec): 3 clusters
  Score: Raw -206767.513299 + Penalty 2472.882954 = -204294.630345
  nChanged 6
		SP:Iteration 58Q (158154.110000 sec): 3 clusters
  Score: Raw -206769.728159 + Penalty 2472.882954 = -204296.845205
  nChanged 1
		SP:Iteration 59Q (158154.310000 sec): 3 clusters
  Score: Raw -206770.454175 + Penalty 2472.882954 = -204297.571221
  nChanged 2
		SP:Iteration 60F (158154.470000 sec): 3 clusters
  Score: Raw -206771.579182 + Penalty 2472.882954 = -204298.696227
  nChanged 1
		SP:Iteration 61Q (158154.670000 sec): 3 clusters
  Score: Raw -206772.195869 + Penalty 2472.882954 = -204299.312915
  nChanged 4
		SP:Iteration 62Q (158154.850000 sec): 3 clusters
  Score: Raw -206774.196055 + Penalty 2472.882954 = -204301.313100
  nChanged 1
		SP:Iteration 63Q (158155.090000 sec): 3 clusters
  Score: Raw -206775.039635 + Penalty 2472.882954 = -204302.156680
  nChanged 0
		SP:Iteration 64F (158155.290000 sec): 3 clusters
  Score: Raw -206775.039635 + Penalty 2472.882954 = -204302.156680
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 46 (4188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158155.380000 sec): 2 clusters
  Score: Raw -434334.604140 + Penalty 1355.246518 = -432979.357622
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158155.580000 sec): 3 clusters
  Score: Raw -432204.972778 + Penalty 2710.493036 = -429494.479742
  nChanged 1668
		SP:Iteration 1F (158155.780000 sec): 3 clusters
  Score: Raw -433188.730209 + Penalty 2710.493036 = -430478.237173
  nChanged 317
		SP:Iteration 2F (158155.970000 sec): 3 clusters
  Score: Raw -433366.038377 + Penalty 2710.493036 = -430655.545341
  nChanged 205
		SP:Iteration 3Q (158156.190000 sec): 3 clusters
  Score: Raw -433489.141173 + Penalty 2710.493036 = -430778.648137
  nChanged 181
		SP:Iteration 4Q (158156.390000 sec): 3 clusters
  Score: Raw -433617.678148 + Penalty 2710.493036 = -430907.185112
  nChanged 158
		SP:Iteration 5Q (158156.570000 sec): 3 clusters
  Score: Raw -433746.743914 + Penalty 2710.493036 = -431036.250878
  nChanged 169
		SP:Iteration 6Q (158156.820000 sec): 3 clusters
  Score: Raw -433853.972232 + Penalty 2710.493036 = -431143.479196
  nChanged 154
		SP:Iteration 7Q (158156.990000 sec): 3 clusters
  Score: Raw -433938.579956 + Penalty 2710.493036 = -431228.086920
  nChanged 145
		SP:Iteration 8Q (158157.210000 sec): 3 clusters
  Score: Raw -434025.046108 + Penalty 2710.493036 = -431314.553072
  nChanged 131
		SP:Iteration 9Q (158157.400000 sec): 3 clusters
  Score: Raw -434107.255014 + Penalty 2710.493036 = -431396.761978
  nChanged 128
		SP:Iteration 10Q (158157.620000 sec): 3 clusters
  Score: Raw -434191.617882 + Penalty 2710.493036 = -431481.124846
  nChanged 125
		SP:Iteration 11Q (158157.820000 sec): 3 clusters
  Score: Raw -434285.424003 + Penalty 2710.493036 = -431574.930967
  nChanged 140
		SP:Iteration 12Q (158158.000000 sec): 3 clusters
  Score: Raw -434360.199058 + Penalty 2710.493036 = -431649.706022
  nChanged 89
		SP:Iteration 13Q (158158.220000 sec): 3 clusters
  Score: Raw -434399.054482 + Penalty 2710.493036 = -431688.561446
  nChanged 60
		SP:Iteration 14Q (158158.390000 sec): 3 clusters
  Score: Raw -434419.747707 + Penalty 2710.493036 = -431709.254671
  nChanged 52
		SP:Iteration 15Q (158158.650000 sec): 3 clusters
  Score: Raw -434440.110628 + Penalty 2710.493036 = -431729.617592
  nChanged 48
		SP:Iteration 16Q (158158.860000 sec): 3 clusters
  Score: Raw -434456.875338 + Penalty 2710.493036 = -431746.382302
  nChanged 31
		SP:Iteration 17Q (158159.050000 sec): 3 clusters
  Score: Raw -434468.078679 + Penalty 2710.493036 = -431757.585643
  nChanged 17
		SP:Iteration 18Q (158159.280000 sec): 3 clusters
  Score: Raw -434474.164561 + Penalty 2710.493036 = -431763.671525
  nChanged 11
		SP:Iteration 19Q (158159.480000 sec): 3 clusters
  Score: Raw -434477.417868 + Penalty 2710.493036 = -431766.924832
  nChanged 10
		SP:Iteration 20F (158159.690000 sec): 3 clusters
  Score: Raw -434479.671853 + Penalty 2710.493036 = -431769.178817
  nChanged 9
		SP:Iteration 21Q (158159.900000 sec): 3 clusters
  Score: Raw -434481.558659 + Penalty 2710.493036 = -431771.065623
  nChanged 7
		SP:Iteration 22Q (158160.110000 sec): 3 clusters
  Score: Raw -434482.849834 + Penalty 2710.493036 = -431772.356799
  nChanged 4
		SP:Iteration 23Q (158160.290000 sec): 3 clusters
  Score: Raw -434483.372865 + Penalty 2710.493036 = -431772.879829
  nChanged 1
		SP:Iteration 24Q (158160.510000 sec): 3 clusters
  Score: Raw -434483.539058 + Penalty 2710.493036 = -431773.046022
  nChanged 3
		SP:Iteration 25Q (158160.720000 sec): 3 clusters
  Score: Raw -434483.866067 + Penalty 2710.493036 = -431773.373031
  nChanged 1
		SP:Iteration 26Q (158160.910000 sec): 3 clusters
  Score: Raw -434483.965343 + Penalty 2710.493036 = -431773.472307
  nChanged 1
		SP:Iteration 27Q (158161.110000 sec): 3 clusters
  Score: Raw -434484.029122 + Penalty 2710.493036 = -431773.536086
  nChanged 0
		SP:Iteration 28F (158161.290000 sec): 3 clusters
  Score: Raw -434484.029122 + Penalty 2710.493036 = -431773.536086
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 47 (305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158161.400000 sec): 2 clusters
  Score: Raw -29532.848465 + Penalty 929.550664 = -28603.297801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158161.580000 sec): 3 clusters
  Score: Raw -29641.653802 + Penalty 1859.101327 = -27782.552475
  nChanged 62
		SP:Iteration 1F (158161.730000 sec): 3 clusters
  Score: Raw -29760.565045 + Penalty 1859.101327 = -27901.463718
  nChanged 18
		SP:Iteration 2F (158161.930000 sec): 3 clusters
  Score: Raw -29796.144939 + Penalty 1859.101327 = -27937.043611
  nChanged 12
		SP:Iteration 3Q (158162.090000 sec): 3 clusters
  Score: Raw -29820.969316 + Penalty 1859.101327 = -27961.867989
  nChanged 4
		SP:Iteration 4Q (158162.300000 sec): 3 clusters
  Score: Raw -29829.085265 + Penalty 1859.101327 = -27969.983937
  nChanged 2
		SP:Iteration 5Q (158162.450000 sec): 3 clusters
  Score: Raw -29832.460032 + Penalty 1859.101327 = -27973.358705
  nChanged 2
		SP:Iteration 6Q (158162.640000 sec): 3 clusters
  Score: Raw -29836.890298 + Penalty 1859.101327 = -27977.788970
  nChanged 3
		SP:Iteration 7Q (158162.800000 sec): 3 clusters
  Score: Raw -29846.135475 + Penalty 1859.101327 = -27987.034148
  nChanged 5
		SP:Iteration 8Q (158162.960000 sec): 3 clusters
  Score: Raw -29855.549299 + Penalty 1859.101327 = -27996.447972
  nChanged 6
		SP:Iteration 9Q (158163.110000 sec): 3 clusters
  Score: Raw -29869.629344 + Penalty 1859.101327 = -28010.528017
  nChanged 7
		SP:Iteration 10Q (158163.310000 sec): 3 clusters
  Score: Raw -29897.765930 + Penalty 1859.101327 = -28038.664602
  nChanged 6
		SP:Iteration 11Q (158163.520000 sec): 3 clusters
  Score: Raw -29927.473729 + Penalty 1859.101327 = -28068.372402
  nChanged 4
		SP:Iteration 12Q (158163.700000 sec): 3 clusters
  Score: Raw -29939.700424 + Penalty 1859.101327 = -28080.599097
  nChanged 3
		SP:Iteration 13Q (158163.880000 sec): 3 clusters
  Score: Raw -29947.627703 + Penalty 1859.101327 = -28088.526375
  nChanged 1
		SP:Iteration 14Q (158164.070000 sec): 3 clusters
  Score: Raw -29951.510294 + Penalty 1859.101327 = -28092.408967
  nChanged 2
		SP:Iteration 15Q (158164.240000 sec): 3 clusters
  Score: Raw -29954.219999 + Penalty 1859.101327 = -28095.118672
  nChanged 2
		SP:Iteration 16Q (158164.430000 sec): 3 clusters
  Score: Raw -29961.547513 + Penalty 1859.101327 = -28102.446185
  nChanged 2
		SP:Iteration 17Q (158164.620000 sec): 3 clusters
  Score: Raw -29968.703970 + Penalty 1859.101327 = -28109.602642
  nChanged 0
		SP:Iteration 18F (158164.810000 sec): 3 clusters
  Score: Raw -29968.703970 + Penalty 1859.101327 = -28109.602642
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 48 (22722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158165.020000 sec): 2 clusters
  Score: Raw -2315942.064190 + Penalty 1630.051946 = -2314312.012244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158165.270000 sec): 3 clusters
  Score: Raw -2302130.399605 + Penalty 3260.103892 = -2298870.295713
  nChanged 10393
		SP:Iteration 1F (158165.590000 sec): 3 clusters
  Score: Raw -2308061.237984 + Penalty 3260.103892 = -2304801.134093
  nChanged 1260
		SP:Iteration 2F (158165.830000 sec): 3 clusters
  Score: Raw -2308547.413900 + Penalty 3260.103892 = -2305287.310009
  nChanged 1151
		SP:Iteration 3F (158166.110000 sec): 3 clusters
  Score: Raw -2309021.050562 + Penalty 3260.103892 = -2305760.946670
  nChanged 1192
		SP:Iteration 4F (158166.400000 sec): 3 clusters
  Score: Raw -2309602.911092 + Penalty 3260.103892 = -2306342.807200
  nChanged 1205
		SP:Iteration 5F (158166.750000 sec): 3 clusters
  Score: Raw -2310262.423662 + Penalty 3260.103892 = -2307002.319771
  nChanged 1283
		SP:Iteration 6F (158167.090000 sec): 3 clusters
  Score: Raw -2311037.130116 + Penalty 3260.103892 = -2307777.026225
  nChanged 1354
		SP:Iteration 7F (158167.430000 sec): 3 clusters
  Score: Raw -2311983.579873 + Penalty 3260.103892 = -2308723.475982
  nChanged 1313
		SP:Iteration 8F (158167.770000 sec): 3 clusters
  Score: Raw -2313017.843204 + Penalty 3260.103892 = -2309757.739312
  nChanged 1203
		SP:Iteration 9F (158168.030000 sec): 3 clusters
  Score: Raw -2314044.121305 + Penalty 3260.103892 = -2310784.017413
  nChanged 927
		SP:Iteration 10Q (158168.350000 sec): 3 clusters
  Score: Raw -2314850.254551 + Penalty 3260.103892 = -2311590.150660
  nChanged 606
		SP:Iteration 11Q (158168.630000 sec): 3 clusters
  Score: Raw -2315377.964076 + Penalty 3260.103892 = -2312117.860184
  nChanged 348
		SP:Iteration 12Q (158168.880000 sec): 3 clusters
  Score: Raw -2315696.104823 + Penalty 3260.103892 = -2312436.000931
  nChanged 196
		SP:Iteration 13Q (158169.230000 sec): 3 clusters
  Score: Raw -2315878.087778 + Penalty 3260.103892 = -2312617.983886
  nChanged 115
		SP:Iteration 14Q (158169.550000 sec): 3 clusters
  Score: Raw -2315985.615011 + Penalty 3260.103892 = -2312725.511119
  nChanged 83
		SP:Iteration 15Q (158169.890000 sec): 3 clusters
  Score: Raw -2316068.504179 + Penalty 3260.103892 = -2312808.400287
  nChanged 47
		SP:Iteration 16Q (158170.270000 sec): 3 clusters
  Score: Raw -2316110.546612 + Penalty 3260.103892 = -2312850.442721
  nChanged 29
		SP:Iteration 17Q (158170.610000 sec): 3 clusters
  Score: Raw -2316133.782801 + Penalty 3260.103892 = -2312873.678909
  nChanged 26
		SP:Iteration 18Q (158170.970000 sec): 3 clusters
  Score: Raw -2316156.016068 + Penalty 3260.103892 = -2312895.912176
  nChanged 18
		SP:Iteration 19Q (158171.230000 sec): 3 clusters
  Score: Raw -2316170.297126 + Penalty 3260.103892 = -2312910.193234
  nChanged 16
		SP:Iteration 20F (158171.500000 sec): 3 clusters
  Score: Raw -2316180.254467 + Penalty 3260.103892 = -2312920.150575
  nChanged 11
		SP:Iteration 21Q (158171.830000 sec): 3 clusters
  Score: Raw -2316188.161347 + Penalty 3260.103892 = -2312928.057455
  nChanged 4
		SP:Iteration 22Q (158172.130000 sec): 3 clusters
  Score: Raw -2316190.812492 + Penalty 3260.103892 = -2312930.708601
  nChanged 2
		SP:Iteration 23Q (158172.460000 sec): 3 clusters
  Score: Raw -2316192.463846 + Penalty 3260.103892 = -2312932.359955
  nChanged 1
		SP:Iteration 24Q (158172.780000 sec): 3 clusters
  Score: Raw -2316193.030712 + Penalty 3260.103892 = -2312932.926821
  nChanged 1
		SP:Iteration 25Q (158173.100000 sec): 3 clusters
  Score: Raw -2316193.365531 + Penalty 3260.103892 = -2312933.261640
  nChanged 1
		SP:Iteration 26Q (158173.370000 sec): 3 clusters
  Score: Raw -2316193.920721 + Penalty 3260.103892 = -2312933.816829
  nChanged 0
		SP:Iteration 27F (158173.740000 sec): 3 clusters
  Score: Raw -2316193.920721 + Penalty 3260.103892 = -2312933.816829
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 49 (1351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158173.840000 sec): 2 clusters
  Score: Raw -148234.537412 + Penalty 1171.397555 = -147063.139857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158174.080000 sec): 3 clusters
  Score: Raw -147744.804408 + Penalty 2342.795110 = -145402.009298
  nChanged 424
		SP:Iteration 1F (158174.270000 sec): 3 clusters
  Score: Raw -148103.999618 + Penalty 2342.795110 = -145761.204509
  nChanged 118
		SP:Iteration 2F (158174.450000 sec): 3 clusters
  Score: Raw -148286.646493 + Penalty 2342.795110 = -145943.851383
  nChanged 118
		SP:Iteration 3F (158174.610000 sec): 3 clusters
  Score: Raw -148439.199427 + Penalty 2342.795110 = -146096.404317
  nChanged 70
		SP:Iteration 4F (158174.810000 sec): 3 clusters
  Score: Raw -148518.123387 + Penalty 2342.795110 = -146175.328277
  nChanged 42
		SP:Iteration 5Q (158174.950000 sec): 3 clusters
  Score: Raw -148576.378158 + Penalty 2342.795110 = -146233.583048
  nChanged 33
		SP:Iteration 6Q (158175.120000 sec): 3 clusters
  Score: Raw -148631.502273 + Penalty 2342.795110 = -146288.707164
  nChanged 34
		SP:Iteration 7Q (158175.280000 sec): 3 clusters
  Score: Raw -148682.055306 + Penalty 2342.795110 = -146339.260196
  nChanged 29
		SP:Iteration 8Q (158175.550000 sec): 3 clusters
  Score: Raw -148718.844899 + Penalty 2342.795110 = -146376.049789
  nChanged 33
		SP:Iteration 9Q (158175.730000 sec): 3 clusters
  Score: Raw -148758.470921 + Penalty 2342.795110 = -146415.675811
  nChanged 18
		SP:Iteration 10Q (158175.880000 sec): 3 clusters
  Score: Raw -148791.309524 + Penalty 2342.795110 = -146448.514414
  nChanged 17
		SP:Iteration 11Q (158176.070000 sec): 3 clusters
  Score: Raw -148807.896577 + Penalty 2342.795110 = -146465.101467
  nChanged 9
		SP:Iteration 12Q (158176.270000 sec): 3 clusters
  Score: Raw -148817.673717 + Penalty 2342.795110 = -146474.878607
  nChanged 6
		SP:Iteration 13Q (158176.480000 sec): 3 clusters
  Score: Raw -148823.030210 + Penalty 2342.795110 = -146480.235100
  nChanged 5
		SP:Iteration 14Q (158176.660000 sec): 3 clusters
  Score: Raw -148826.901985 + Penalty 2342.795110 = -146484.106875
  nChanged 3
		SP:Iteration 15Q (158176.910000 sec): 3 clusters
  Score: Raw -148829.475515 + Penalty 2342.795110 = -146486.680405
  nChanged 2
		SP:Iteration 16Q (158177.060000 sec): 3 clusters
  Score: Raw -148831.914665 + Penalty 2342.795110 = -146489.119555
  nChanged 1
		SP:Iteration 17Q (158177.290000 sec): 3 clusters
  Score: Raw -148832.546783 + Penalty 2342.795110 = -146489.751673
  nChanged 0
		SP:Iteration 18F (158177.480000 sec): 3 clusters
  Score: Raw -148832.546783 + Penalty 2342.795110 = -146489.751673
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 50 (3953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158177.590000 sec): 2 clusters
  Score: Raw -389948.440245 + Penalty 1345.862385 = -388602.577860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158177.830000 sec): 3 clusters
  Score: Raw -387963.011450 + Penalty 2691.724771 = -385271.286679
  nChanged 1587
		SP:Iteration 1F (158178.030000 sec): 3 clusters
  Score: Raw -388946.906321 + Penalty 2691.724771 = -386255.181551
  nChanged 335
		SP:Iteration 2F (158178.210000 sec): 3 clusters
  Score: Raw -389191.885478 + Penalty 2691.724771 = -386500.160707
  nChanged 266
		SP:Iteration 3F (158178.400000 sec): 3 clusters
  Score: Raw -389372.130930 + Penalty 2691.724771 = -386680.406160
  nChanged 194
		SP:Iteration 4Q (158178.620000 sec): 3 clusters
  Score: Raw -389502.921201 + Penalty 2691.724771 = -386811.196431
  nChanged 150
		SP:Iteration 5Q (158178.820000 sec): 3 clusters
  Score: Raw -389587.297364 + Penalty 2691.724771 = -386895.572593
  nChanged 110
		SP:Iteration 6Q (158179.050000 sec): 3 clusters
  Score: Raw -389639.826482 + Penalty 2691.724771 = -386948.101711
  nChanged 88
		SP:Iteration 7Q (158179.220000 sec): 3 clusters
  Score: Raw -389681.654536 + Penalty 2691.724771 = -386989.929765
  nChanged 78
		SP:Iteration 8Q (158179.480000 sec): 3 clusters
  Score: Raw -389717.908936 + Penalty 2691.724771 = -387026.184166
  nChanged 76
		SP:Iteration 9Q (158179.680000 sec): 3 clusters
  Score: Raw -389755.875461 + Penalty 2691.724771 = -387064.150691
  nChanged 75
		SP:Iteration 10Q (158179.850000 sec): 3 clusters
  Score: Raw -389794.154282 + Penalty 2691.724771 = -387102.429511
  nChanged 71
		SP:Iteration 11Q (158180.040000 sec): 3 clusters
  Score: Raw -389833.707996 + Penalty 2691.724771 = -387141.983226
  nChanged 72
		SP:Iteration 12Q (158180.310000 sec): 3 clusters
  Score: Raw -389880.781000 + Penalty 2691.724771 = -387189.056230
  nChanged 84
		SP:Iteration 13Q (158180.500000 sec): 3 clusters
  Score: Raw -389925.134528 + Penalty 2691.724771 = -387233.409757
  nChanged 67
		SP:Iteration 14Q (158180.690000 sec): 3 clusters
  Score: Raw -389959.905494 + Penalty 2691.724771 = -387268.180723
  nChanged 59
		SP:Iteration 15Q (158180.890000 sec): 3 clusters
  Score: Raw -389986.601171 + Penalty 2691.724771 = -387294.876400
  nChanged 44
		SP:Iteration 16Q (158181.090000 sec): 3 clusters
  Score: Raw -390004.246019 + Penalty 2691.724771 = -387312.521248
  nChanged 41
		SP:Iteration 17Q (158181.310000 sec): 3 clusters
  Score: Raw -390022.116205 + Penalty 2691.724771 = -387330.391435
  nChanged 45
		SP:Iteration 18Q (158181.510000 sec): 3 clusters
  Score: Raw -390042.091428 + Penalty 2691.724771 = -387350.366657
  nChanged 38
		SP:Iteration 19Q (158181.670000 sec): 3 clusters
  Score: Raw -390058.707298 + Penalty 2691.724771 = -387366.982527
  nChanged 32
		SP:Iteration 20F (158181.880000 sec): 3 clusters
  Score: Raw -390072.241009 + Penalty 2691.724771 = -387380.516238
  nChanged 39
		SP:Iteration 21Q (158182.110000 sec): 3 clusters
  Score: Raw -390088.446707 + Penalty 2691.724771 = -387396.721937
  nChanged 48
		SP:Iteration 22Q (158182.290000 sec): 3 clusters
  Score: Raw -390111.982979 + Penalty 2691.724771 = -387420.258209
  nChanged 50
		SP:Iteration 23Q (158182.510000 sec): 3 clusters
  Score: Raw -390142.206672 + Penalty 2691.724771 = -387450.481902
  nChanged 53
		SP:Iteration 24Q (158182.720000 sec): 3 clusters
  Score: Raw -390178.017006 + Penalty 2691.724771 = -387486.292235
  nChanged 63
		SP:Iteration 25Q (158182.900000 sec): 3 clusters
  Score: Raw -390213.942342 + Penalty 2691.724771 = -387522.217571
  nChanged 58
		SP:Iteration 26Q (158183.080000 sec): 3 clusters
  Score: Raw -390252.771674 + Penalty 2691.724771 = -387561.046903
  nChanged 64
		SP:Iteration 27Q (158183.290000 sec): 3 clusters
  Score: Raw -390297.307590 + Penalty 2691.724771 = -387605.582819
  nChanged 58
		SP:Iteration 28Q (158183.500000 sec): 3 clusters
  Score: Raw -390336.585916 + Penalty 2691.724771 = -387644.861145
  nChanged 63
		SP:Iteration 29Q (158183.800000 sec): 3 clusters
  Score: Raw -390372.328459 + Penalty 2691.724771 = -387680.603689
  nChanged 41
		SP:Iteration 30Q (158184.080000 sec): 3 clusters
  Score: Raw -390397.552108 + Penalty 2691.724771 = -387705.827337
  nChanged 36
		SP:Iteration 31Q (158184.240000 sec): 3 clusters
  Score: Raw -390417.219726 + Penalty 2691.724771 = -387725.494955
  nChanged 24
		SP:Iteration 32Q (158184.410000 sec): 3 clusters
  Score: Raw -390430.412585 + Penalty 2691.724771 = -387738.687814
  nChanged 21
		SP:Iteration 33Q (158184.660000 sec): 3 clusters
  Score: Raw -390443.366213 + Penalty 2691.724771 = -387751.641442
  nChanged 28
		SP:Iteration 34Q (158184.820000 sec): 3 clusters
  Score: Raw -390460.512911 + Penalty 2691.724771 = -387768.788140
  nChanged 33
		SP:Iteration 35Q (158184.990000 sec): 3 clusters
  Score: Raw -390473.920179 + Penalty 2691.724771 = -387782.195408
  nChanged 22
		SP:Iteration 36Q (158185.170000 sec): 3 clusters
  Score: Raw -390482.527174 + Penalty 2691.724771 = -387790.802403
  nChanged 18
		SP:Iteration 37Q (158185.380000 sec): 3 clusters
  Score: Raw -390492.080100 + Penalty 2691.724771 = -387800.355330
  nChanged 23
		SP:Iteration 38Q (158185.570000 sec): 3 clusters
  Score: Raw -390501.029813 + Penalty 2691.724771 = -387809.305042
  nChanged 22
		SP:Iteration 39Q (158185.820000 sec): 3 clusters
  Score: Raw -390512.250449 + Penalty 2691.724771 = -387820.525679
  nChanged 21
		SP:Iteration 40F (158186.100000 sec): 3 clusters
  Score: Raw -390522.706876 + Penalty 2691.724771 = -387830.982105
  nChanged 25
		SP:Iteration 41Q (158186.330000 sec): 3 clusters
  Score: Raw -390533.181255 + Penalty 2691.724771 = -387841.456485
  nChanged 22
		SP:Iteration 42Q (158186.510000 sec): 3 clusters
  Score: Raw -390541.922918 + Penalty 2691.724771 = -387850.198147
  nChanged 21
		SP:Iteration 43Q (158186.730000 sec): 3 clusters
  Score: Raw -390550.383231 + Penalty 2691.724771 = -387858.658460
  nChanged 16
		SP:Iteration 44Q (158186.930000 sec): 3 clusters
  Score: Raw -390556.415847 + Penalty 2691.724771 = -387864.691076
  nChanged 15
		SP:Iteration 45Q (158187.110000 sec): 3 clusters
  Score: Raw -390561.924072 + Penalty 2691.724771 = -387870.199302
  nChanged 18
		SP:Iteration 46Q (158187.320000 sec): 3 clusters
  Score: Raw -390568.518440 + Penalty 2691.724771 = -387876.793669
  nChanged 18
		SP:Iteration 47Q (158187.460000 sec): 3 clusters
  Score: Raw -390574.686923 + Penalty 2691.724771 = -387882.962152
  nChanged 16
		SP:Iteration 48Q (158187.650000 sec): 3 clusters
  Score: Raw -390580.066773 + Penalty 2691.724771 = -387888.342002
  nChanged 17
		SP:Iteration 49Q (158187.860000 sec): 3 clusters
  Score: Raw -390587.337704 + Penalty 2691.724771 = -387895.612934
  nChanged 17
		SP:Iteration 50Q (158188.070000 sec): 3 clusters
  Score: Raw -390593.573166 + Penalty 2691.724771 = -387901.848396
  nChanged 10
		SP:Iteration 51Q (158188.270000 sec): 3 clusters
  Score: Raw -390595.392318 + Penalty 2691.724771 = -387903.667548
  nChanged 4
		SP:Iteration 52Q (158188.480000 sec): 3 clusters
  Score: Raw -390596.039729 + Penalty 2691.724771 = -387904.314959
  nChanged 1
		SP:Iteration 53Q (158188.660000 sec): 3 clusters
  Score: Raw -390596.158357 + Penalty 2691.724771 = -387904.433586
  nChanged 2
		SP:Iteration 54Q (158188.830000 sec): 3 clusters
  Score: Raw -390596.633797 + Penalty 2691.724771 = -387904.909026
  nChanged 4
		SP:Iteration 55Q (158189.040000 sec): 3 clusters
  Score: Raw -390597.924372 + Penalty 2691.724771 = -387906.199602
  nChanged 4
		SP:Iteration 56Q (158189.280000 sec): 3 clusters
  Score: Raw -390599.908531 + Penalty 2691.724771 = -387908.183761
  nChanged 9
		SP:Iteration 57Q (158189.470000 sec): 3 clusters
  Score: Raw -390603.103055 + Penalty 2691.724771 = -387911.378284
  nChanged 9
		SP:Iteration 58Q (158189.670000 sec): 3 clusters
  Score: Raw -390606.180200 + Penalty 2691.724771 = -387914.455430
  nChanged 13
		SP:Iteration 59Q (158189.910000 sec): 3 clusters
  Score: Raw -390611.174993 + Penalty 2691.724771 = -387919.450222
  nChanged 14
		SP:Iteration 60F (158190.130000 sec): 3 clusters
  Score: Raw -390617.338948 + Penalty 2691.724771 = -387925.614177
  nChanged 8
		SP:Iteration 61Q (158190.330000 sec): 3 clusters
  Score: Raw -390622.616458 + Penalty 2691.724771 = -387930.891687
  nChanged 6
		SP:Iteration 62Q (158190.520000 sec): 3 clusters
  Score: Raw -390625.676618 + Penalty 2691.724771 = -387933.951848
  nChanged 11
		SP:Iteration 63Q (158190.690000 sec): 3 clusters
  Score: Raw -390630.554845 + Penalty 2691.724771 = -387938.830075
  nChanged 15
		SP:Iteration 64Q (158190.930000 sec): 3 clusters
  Score: Raw -390637.084191 + Penalty 2691.724771 = -387945.359421
  nChanged 16
		SP:Iteration 65Q (158191.130000 sec): 3 clusters
  Score: Raw -390645.202481 + Penalty 2691.724771 = -387953.477711
  nChanged 22
		SP:Iteration 66Q (158191.300000 sec): 3 clusters
  Score: Raw -390655.963537 + Penalty 2691.724771 = -387964.238766
  nChanged 25
		SP:Iteration 67Q (158191.510000 sec): 3 clusters
  Score: Raw -390669.932700 + Penalty 2691.724771 = -387978.207930
  nChanged 28
		SP:Iteration 68Q (158191.690000 sec): 3 clusters
  Score: Raw -390687.649608 + Penalty 2691.724771 = -387995.924837
  nChanged 26
		SP:Iteration 69Q (158191.860000 sec): 3 clusters
  Score: Raw -390705.388329 + Penalty 2691.724771 = -388013.663558
  nChanged 28
		SP:Iteration 70Q (158192.030000 sec): 3 clusters
  Score: Raw -390730.808860 + Penalty 2691.724771 = -388039.084089
  nChanged 37
		SP:Iteration 71Q (158192.280000 sec): 3 clusters
  Score: Raw -390775.859867 + Penalty 2691.724771 = -388084.135096
  nChanged 42
		SP:Iteration 72Q (158192.510000 sec): 3 clusters
  Score: Raw -390808.892482 + Penalty 2691.724771 = -388117.167711
  nChanged 37
		SP:Iteration 73Q (158192.710000 sec): 3 clusters
  Score: Raw -390830.940567 + Penalty 2691.724771 = -388139.215797
  nChanged 26
		SP:Iteration 74Q (158192.950000 sec): 3 clusters
  Score: Raw -390846.465192 + Penalty 2691.724771 = -388154.740422
  nChanged 23
		SP:Iteration 75Q (158193.140000 sec): 3 clusters
  Score: Raw -390858.138718 + Penalty 2691.724771 = -388166.413947
  nChanged 13
		SP:Iteration 76Q (158193.360000 sec): 3 clusters
  Score: Raw -390862.562615 + Penalty 2691.724771 = -388170.837844
  nChanged 11
		SP:Iteration 77Q (158193.550000 sec): 3 clusters
  Score: Raw -390865.788773 + Penalty 2691.724771 = -388174.064003
  nChanged 5
		SP:Iteration 78Q (158193.710000 sec): 3 clusters
  Score: Raw -390868.249516 + Penalty 2691.724771 = -388176.524745
  nChanged 10
		SP:Iteration 79Q (158193.960000 sec): 3 clusters
  Score: Raw -390872.011714 + Penalty 2691.724771 = -388180.286943
  nChanged 5
		SP:Iteration 80F (158194.110000 sec): 3 clusters
  Score: Raw -390874.250056 + Penalty 2691.724771 = -388182.525285
  nChanged 6
		SP:Iteration 81Q (158194.300000 sec): 3 clusters
  Score: Raw -390876.940632 + Penalty 2691.724771 = -388185.215862
  nChanged 6
		SP:Iteration 82Q (158194.490000 sec): 3 clusters
  Score: Raw -390878.466208 + Penalty 2691.724771 = -388186.741437
  nChanged 3
		SP:Iteration 83Q (158194.720000 sec): 3 clusters
  Score: Raw -390879.594048 + Penalty 2691.724771 = -388187.869277
  nChanged 1
		SP:Iteration 84Q (158194.920000 sec): 3 clusters
  Score: Raw -390879.693539 + Penalty 2691.724771 = -388187.968768
  nChanged 0
		SP:Iteration 85F (158195.100000 sec): 3 clusters
  Score: Raw -390879.693539 + Penalty 2691.724771 = -388187.968768
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 51 (7372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158195.230000 sec): 2 clusters
  Score: Raw -782720.794270 + Penalty 1447.134702 = -781273.659568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158195.500000 sec): 3 clusters
  Score: Raw -778755.821772 + Penalty 2894.269404 = -775861.552368
  nChanged 3091
		SP:Iteration 1F (158195.680000 sec): 3 clusters
  Score: Raw -780386.019424 + Penalty 2894.269404 = -777491.750021
  nChanged 462
		SP:Iteration 2F (158195.910000 sec): 3 clusters
  Score: Raw -780632.974310 + Penalty 2894.269404 = -777738.704906
  nChanged 428
		SP:Iteration 3F (158196.190000 sec): 3 clusters
  Score: Raw -780887.980904 + Penalty 2894.269404 = -777993.711500
  nChanged 406
		SP:Iteration 4F (158196.430000 sec): 3 clusters
  Score: Raw -781149.798798 + Penalty 2894.269404 = -778255.529395
  nChanged 440
		SP:Iteration 5F (158196.650000 sec): 3 clusters
  Score: Raw -781437.003441 + Penalty 2894.269404 = -778542.734037
  nChanged 440
		SP:Iteration 6F (158196.930000 sec): 3 clusters
  Score: Raw -781722.368034 + Penalty 2894.269404 = -778828.098630
  nChanged 402
		SP:Iteration 7F (158197.170000 sec): 3 clusters
  Score: Raw -781973.697266 + Penalty 2894.269404 = -779079.427863
  nChanged 360
		SP:Iteration 8Q (158197.430000 sec): 3 clusters
  Score: Raw -782192.237644 + Penalty 2894.269404 = -779297.968240
  nChanged 275
		SP:Iteration 9Q (158197.610000 sec): 3 clusters
  Score: Raw -782349.646120 + Penalty 2894.269404 = -779455.376716
  nChanged 205
		SP:Iteration 10Q (158197.810000 sec): 3 clusters
  Score: Raw -782441.918483 + Penalty 2894.269404 = -779547.649079
  nChanged 147
		SP:Iteration 11Q (158198.030000 sec): 3 clusters
  Score: Raw -782504.124412 + Penalty 2894.269404 = -779609.855009
  nChanged 112
		SP:Iteration 12Q (158198.290000 sec): 3 clusters
  Score: Raw -782544.379106 + Penalty 2894.269404 = -779650.109702
  nChanged 78
		SP:Iteration 13Q (158198.590000 sec): 3 clusters
  Score: Raw -782565.790320 + Penalty 2894.269404 = -779671.520917
  nChanged 47
		SP:Iteration 14Q (158198.880000 sec): 3 clusters
  Score: Raw -782580.500863 + Penalty 2894.269404 = -779686.231460
  nChanged 49
		SP:Iteration 15Q (158199.130000 sec): 3 clusters
  Score: Raw -782595.095994 + Penalty 2894.269404 = -779700.826591
  nChanged 39
		SP:Iteration 16Q (158199.370000 sec): 3 clusters
  Score: Raw -782606.697571 + Penalty 2894.269404 = -779712.428167
  nChanged 41
		SP:Iteration 17Q (158199.600000 sec): 3 clusters
  Score: Raw -782616.131883 + Penalty 2894.269404 = -779721.862479
  nChanged 29
		SP:Iteration 18Q (158199.870000 sec): 3 clusters
  Score: Raw -782622.200707 + Penalty 2894.269404 = -779727.931304
  nChanged 26
		SP:Iteration 19Q (158200.070000 sec): 3 clusters
  Score: Raw -782629.081327 + Penalty 2894.269404 = -779734.811924
  nChanged 22
		SP:Iteration 20F (158200.310000 sec): 3 clusters
  Score: Raw -782634.610018 + Penalty 2894.269404 = -779740.340615
  nChanged 18
		SP:Iteration 21Q (158200.560000 sec): 3 clusters
  Score: Raw -782638.415348 + Penalty 2894.269404 = -779744.145944
  nChanged 21
		SP:Iteration 22Q (158200.800000 sec): 3 clusters
  Score: Raw -782643.922569 + Penalty 2894.269404 = -779749.653165
  nChanged 27
		SP:Iteration 23Q (158200.990000 sec): 3 clusters
  Score: Raw -782649.032237 + Penalty 2894.269404 = -779754.762833
  nChanged 22
		SP:Iteration 24Q (158201.180000 sec): 3 clusters
  Score: Raw -782652.864002 + Penalty 2894.269404 = -779758.594598
  nChanged 14
		SP:Iteration 25Q (158201.410000 sec): 3 clusters
  Score: Raw -782654.633391 + Penalty 2894.269404 = -779760.363988
  nChanged 5
		SP:Iteration 26Q (158201.650000 sec): 3 clusters
  Score: Raw -782655.497918 + Penalty 2894.269404 = -779761.228514
  nChanged 5
		SP:Iteration 27Q (158201.890000 sec): 3 clusters
  Score: Raw -782656.224106 + Penalty 2894.269404 = -779761.954702
  nChanged 5
		SP:Iteration 28Q (158202.070000 sec): 3 clusters
  Score: Raw -782656.848478 + Penalty 2894.269404 = -779762.579074
  nChanged 1
		SP:Iteration 29Q (158202.320000 sec): 3 clusters
  Score: Raw -782656.883965 + Penalty 2894.269404 = -779762.614562
  nChanged 0
		SP:Iteration 30F (158202.540000 sec): 3 clusters
  Score: Raw -782656.883965 + Penalty 2894.269404 = -779762.614562
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 52 (852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158202.630000 sec): 2 clusters
  Score: Raw -85961.962031 + Penalty 1096.482811 = -84865.479221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158202.820000 sec): 3 clusters
  Score: Raw -85784.588878 + Penalty 2192.965621 = -83591.623257
  nChanged 231
		SP:Iteration 1F (158202.970000 sec): 3 clusters
  Score: Raw -86009.046371 + Penalty 2192.965621 = -83816.080750
  nChanged 58
		SP:Iteration 2F (158203.190000 sec): 3 clusters
  Score: Raw -86086.958567 + Penalty 2192.965621 = -83893.992945
  nChanged 39
		SP:Iteration 3Q (158203.360000 sec): 3 clusters
  Score: Raw -86130.656322 + Penalty 2192.965621 = -83937.690700
  nChanged 21
		SP:Iteration 4Q (158203.560000 sec): 3 clusters
  Score: Raw -86152.882559 + Penalty 2192.965621 = -83959.916938
  nChanged 19
		SP:Iteration 5Q (158203.750000 sec): 3 clusters
  Score: Raw -86173.574131 + Penalty 2192.965621 = -83980.608510
  nChanged 13
		SP:Iteration 6Q (158203.940000 sec): 3 clusters
  Score: Raw -86185.923219 + Penalty 2192.965621 = -83992.957597
  nChanged 9
		SP:Iteration 7Q (158204.150000 sec): 3 clusters
  Score: Raw -86194.053232 + Penalty 2192.965621 = -84001.087611
  nChanged 6
		SP:Iteration 8Q (158204.340000 sec): 3 clusters
  Score: Raw -86200.221350 + Penalty 2192.965621 = -84007.255728
  nChanged 6
		SP:Iteration 9Q (158204.580000 sec): 3 clusters
  Score: Raw -86207.597268 + Penalty 2192.965621 = -84014.631647
  nChanged 5
		SP:Iteration 10Q (158204.770000 sec): 3 clusters
  Score: Raw -86211.218912 + Penalty 2192.965621 = -84018.253291
  nChanged 2
		SP:Iteration 11Q (158205.000000 sec): 3 clusters
  Score: Raw -86212.545397 + Penalty 2192.965621 = -84019.579776
  nChanged 1
		SP:Iteration 12Q (158205.210000 sec): 3 clusters
  Score: Raw -86213.189581 + Penalty 2192.965621 = -84020.223960
  nChanged 0
		SP:Iteration 13F (158205.360000 sec): 3 clusters
  Score: Raw -86213.189581 + Penalty 2192.965621 = -84020.223960
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 53 (15931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158205.510000 sec): 2 clusters
  Score: Raw -1646417.150605 + Penalty 1572.353604 = -1644844.797001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158205.780000 sec): 3 clusters
  Score: Raw -1637012.568799 + Penalty 3144.707207 = -1633867.861592
  nChanged 7075
		SP:Iteration 1F (158206.090000 sec): 3 clusters
  Score: Raw -1640930.868370 + Penalty 3144.707207 = -1637786.161163
  nChanged 891
		SP:Iteration 2F (158206.360000 sec): 3 clusters
  Score: Raw -1641319.126636 + Penalty 3144.707207 = -1638174.419429
  nChanged 876
		SP:Iteration 3F (158206.660000 sec): 3 clusters
  Score: Raw -1641733.641600 + Penalty 3144.707207 = -1638588.934393
  nChanged 895
		SP:Iteration 4F (158206.900000 sec): 3 clusters
  Score: Raw -1642217.181369 + Penalty 3144.707207 = -1639072.474162
  nChanged 1000
		SP:Iteration 5F (158207.120000 sec): 3 clusters
  Score: Raw -1642837.806149 + Penalty 3144.707207 = -1639693.098942
  nChanged 1028
		SP:Iteration 6F (158207.370000 sec): 3 clusters
  Score: Raw -1643578.826082 + Penalty 3144.707207 = -1640434.118875
  nChanged 1000
		SP:Iteration 7F (158207.610000 sec): 3 clusters
  Score: Raw -1644328.950576 + Penalty 3144.707207 = -1641184.243368
  nChanged 854
		SP:Iteration 8F (158207.890000 sec): 3 clusters
  Score: Raw -1644914.634427 + Penalty 3144.707207 = -1641769.927220
  nChanged 696
		SP:Iteration 9Q (158208.110000 sec): 3 clusters
  Score: Raw -1645340.657121 + Penalty 3144.707207 = -1642195.949914
  nChanged 513
		SP:Iteration 10Q (158208.410000 sec): 3 clusters
  Score: Raw -1645594.085356 + Penalty 3144.707207 = -1642449.378149
  nChanged 366
		SP:Iteration 11Q (158208.640000 sec): 3 clusters
  Score: Raw -1645754.701751 + Penalty 3144.707207 = -1642609.994544
  nChanged 291
		SP:Iteration 12Q (158208.940000 sec): 3 clusters
  Score: Raw -1645892.313498 + Penalty 3144.707207 = -1642747.606291
  nChanged 252
		SP:Iteration 13Q (158209.230000 sec): 3 clusters
  Score: Raw -1645998.260343 + Penalty 3144.707207 = -1642853.553136
  nChanged 204
		SP:Iteration 14Q (158209.530000 sec): 3 clusters
  Score: Raw -1646076.110269 + Penalty 3144.707207 = -1642931.403062
  nChanged 172
		SP:Iteration 15Q (158209.790000 sec): 3 clusters
  Score: Raw -1646139.983003 + Penalty 3144.707207 = -1642995.275796
  nChanged 137
		SP:Iteration 16Q (158210.110000 sec): 3 clusters
  Score: Raw -1646182.299188 + Penalty 3144.707207 = -1643037.591981
  nChanged 114
		SP:Iteration 17Q (158210.370000 sec): 3 clusters
  Score: Raw -1646211.942700 + Penalty 3144.707207 = -1643067.235493
  nChanged 94
		SP:Iteration 18Q (158210.630000 sec): 3 clusters
  Score: Raw -1646237.522864 + Penalty 3144.707207 = -1643092.815657
  nChanged 100
		SP:Iteration 19Q (158210.920000 sec): 3 clusters
  Score: Raw -1646259.238342 + Penalty 3144.707207 = -1643114.531135
  nChanged 86
		SP:Iteration 20F (158211.210000 sec): 3 clusters
  Score: Raw -1646282.587234 + Penalty 3144.707207 = -1643137.880027
  nChanged 90
		SP:Iteration 21Q (158211.500000 sec): 3 clusters
  Score: Raw -1646306.857458 + Penalty 3144.707207 = -1643162.150251
  nChanged 83
		SP:Iteration 22Q (158211.770000 sec): 3 clusters
  Score: Raw -1646326.902978 + Penalty 3144.707207 = -1643182.195770
  nChanged 73
		SP:Iteration 23Q (158212.090000 sec): 3 clusters
  Score: Raw -1646345.417914 + Penalty 3144.707207 = -1643200.710707
  nChanged 83
		SP:Iteration 24Q (158212.370000 sec): 3 clusters
  Score: Raw -1646366.850147 + Penalty 3144.707207 = -1643222.142940
  nChanged 68
		SP:Iteration 25Q (158212.650000 sec): 3 clusters
  Score: Raw -1646384.643873 + Penalty 3144.707207 = -1643239.936666
  nChanged 51
		SP:Iteration 26Q (158212.890000 sec): 3 clusters
  Score: Raw -1646398.706839 + Penalty 3144.707207 = -1643253.999632
  nChanged 55
		SP:Iteration 27Q (158213.150000 sec): 3 clusters
  Score: Raw -1646414.672206 + Penalty 3144.707207 = -1643269.964999
  nChanged 53
		SP:Iteration 28Q (158213.490000 sec): 3 clusters
  Score: Raw -1646428.626314 + Penalty 3144.707207 = -1643283.919107
  nChanged 48
		SP:Iteration 29Q (158213.730000 sec): 3 clusters
  Score: Raw -1646440.980177 + Penalty 3144.707207 = -1643296.272970
  nChanged 42
		SP:Iteration 30Q (158213.990000 sec): 3 clusters
  Score: Raw -1646451.628236 + Penalty 3144.707207 = -1643306.921029
  nChanged 37
		SP:Iteration 31Q (158214.210000 sec): 3 clusters
  Score: Raw -1646459.002848 + Penalty 3144.707207 = -1643314.295641
  nChanged 31
		SP:Iteration 32Q (158214.490000 sec): 3 clusters
  Score: Raw -1646464.544282 + Penalty 3144.707207 = -1643319.837074
  nChanged 24
		SP:Iteration 33Q (158214.720000 sec): 3 clusters
  Score: Raw -1646469.225057 + Penalty 3144.707207 = -1643324.517850
  nChanged 22
		SP:Iteration 34Q (158214.930000 sec): 3 clusters
  Score: Raw -1646475.213198 + Penalty 3144.707207 = -1643330.505991
  nChanged 25
		SP:Iteration 35Q (158215.160000 sec): 3 clusters
  Score: Raw -1646481.140970 + Penalty 3144.707207 = -1643336.433763
  nChanged 24
		SP:Iteration 36Q (158215.410000 sec): 3 clusters
  Score: Raw -1646488.558068 + Penalty 3144.707207 = -1643343.850861
  nChanged 31
		SP:Iteration 37Q (158215.700000 sec): 3 clusters
  Score: Raw -1646497.764823 + Penalty 3144.707207 = -1643353.057616
  nChanged 31
		SP:Iteration 38Q (158215.950000 sec): 3 clusters
  Score: Raw -1646507.967032 + Penalty 3144.707207 = -1643363.259825
  nChanged 44
		SP:Iteration 39Q (158216.220000 sec): 3 clusters
  Score: Raw -1646527.478986 + Penalty 3144.707207 = -1643382.771778
  nChanged 64
		SP:Iteration 40F (158216.520000 sec): 3 clusters
  Score: Raw -1646553.404466 + Penalty 3144.707207 = -1643408.697259
  nChanged 59
		SP:Iteration 41Q (158216.750000 sec): 3 clusters
  Score: Raw -1646583.073852 + Penalty 3144.707207 = -1643438.366645
  nChanged 69
		SP:Iteration 42Q (158217.010000 sec): 3 clusters
  Score: Raw -1646624.135701 + Penalty 3144.707207 = -1643479.428494
  nChanged 82
		SP:Iteration 43Q (158217.320000 sec): 3 clusters
  Score: Raw -1646679.077488 + Penalty 3144.707207 = -1643534.370281
  nChanged 82
		SP:Iteration 44Q (158217.610000 sec): 3 clusters
  Score: Raw -1646729.816362 + Penalty 3144.707207 = -1643585.109155
  nChanged 77
		SP:Iteration 45Q (158217.920000 sec): 3 clusters
  Score: Raw -1646774.104202 + Penalty 3144.707207 = -1643629.396994
  nChanged 75
		SP:Iteration 46Q (158218.180000 sec): 3 clusters
  Score: Raw -1646816.541336 + Penalty 3144.707207 = -1643671.834129
  nChanged 72
		SP:Iteration 47Q (158218.490000 sec): 3 clusters
  Score: Raw -1646852.802517 + Penalty 3144.707207 = -1643708.095310
  nChanged 78
		SP:Iteration 48Q (158218.750000 sec): 3 clusters
  Score: Raw -1646899.030759 + Penalty 3144.707207 = -1643754.323552
  nChanged 80
		SP:Iteration 49Q (158219.010000 sec): 3 clusters
  Score: Raw -1646933.431789 + Penalty 3144.707207 = -1643788.724582
  nChanged 47
		SP:Iteration 50Q (158219.280000 sec): 3 clusters
  Score: Raw -1646951.162160 + Penalty 3144.707207 = -1643806.454953
  nChanged 44
		SP:Iteration 51Q (158219.540000 sec): 3 clusters
  Score: Raw -1646966.122884 + Penalty 3144.707207 = -1643821.415676
  nChanged 33
		SP:Iteration 52Q (158219.840000 sec): 3 clusters
  Score: Raw -1646975.244794 + Penalty 3144.707207 = -1643830.537587
  nChanged 28
		SP:Iteration 53Q (158220.050000 sec): 3 clusters
  Score: Raw -1646982.336821 + Penalty 3144.707207 = -1643837.629614
  nChanged 21
		SP:Iteration 54Q (158220.370000 sec): 3 clusters
  Score: Raw -1646986.804162 + Penalty 3144.707207 = -1643842.096955
  nChanged 11
		SP:Iteration 55Q (158220.610000 sec): 3 clusters
  Score: Raw -1646989.026050 + Penalty 3144.707207 = -1643844.318843
  nChanged 9
		SP:Iteration 56Q (158220.850000 sec): 3 clusters
  Score: Raw -1646991.541662 + Penalty 3144.707207 = -1643846.834455
  nChanged 9
		SP:Iteration 57Q (158221.090000 sec): 3 clusters
  Score: Raw -1646993.373873 + Penalty 3144.707207 = -1643848.666666
  nChanged 6
		SP:Iteration 58Q (158221.330000 sec): 3 clusters
  Score: Raw -1646994.405692 + Penalty 3144.707207 = -1643849.698484
  nChanged 2
		SP:Iteration 59Q (158221.580000 sec): 3 clusters
  Score: Raw -1646994.915392 + Penalty 3144.707207 = -1643850.208185
  nChanged 4
		SP:Iteration 60F (158221.850000 sec): 3 clusters
  Score: Raw -1646995.660064 + Penalty 3144.707207 = -1643850.952857
  nChanged 5
		SP:Iteration 61Q (158222.110000 sec): 3 clusters
  Score: Raw -1646996.611701 + Penalty 3144.707207 = -1643851.904494
  nChanged 5
		SP:Iteration 62Q (158222.330000 sec): 3 clusters
  Score: Raw -1646997.626897 + Penalty 3144.707207 = -1643852.919690
  nChanged 4
		SP:Iteration 63Q (158222.570000 sec): 3 clusters
  Score: Raw -1646998.096605 + Penalty 3144.707207 = -1643853.389398
  nChanged 5
		SP:Iteration 64Q (158222.790000 sec): 3 clusters
  Score: Raw -1646998.942921 + Penalty 3144.707207 = -1643854.235714
  nChanged 4
		SP:Iteration 65Q (158223.010000 sec): 3 clusters
  Score: Raw -1646999.486268 + Penalty 3144.707207 = -1643854.779061
  nChanged 1
		SP:Iteration 66Q (158223.230000 sec): 3 clusters
  Score: Raw -1646999.569292 + Penalty 3144.707207 = -1643854.862084
  nChanged 2
		SP:Iteration 67Q (158223.490000 sec): 3 clusters
  Score: Raw -1646999.756390 + Penalty 3144.707207 = -1643855.049183
  nChanged 1
		SP:Iteration 68Q (158223.670000 sec): 3 clusters
  Score: Raw -1646999.799340 + Penalty 3144.707207 = -1643855.092133
  nChanged 0
		SP:Iteration 69F (158223.910000 sec): 3 clusters
  Score: Raw -1646999.799340 + Penalty 3144.707207 = -1643855.092133
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 54 (437 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158224.020000 sec): 2 clusters
  Score: Raw -46984.501353 + Penalty 987.989144 = -45996.512209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158224.180000 sec): 3 clusters
  Score: Raw -46936.586428 + Penalty 1975.978288 = -44960.608140
  nChanged 82
		SP:Iteration 1F (158224.350000 sec): 3 clusters
  Score: Raw -47069.999370 + Penalty 1975.978288 = -45094.021081
  nChanged 22
		SP:Iteration 2F (158224.540000 sec): 3 clusters
  Score: Raw -47101.083219 + Penalty 1975.978288 = -45125.104931
  nChanged 6
		SP:Iteration 3Q (158224.680000 sec): 3 clusters
  Score: Raw -47114.625378 + Penalty 1975.978288 = -45138.647090
  nChanged 5
		SP:Iteration 4Q (158224.870000 sec): 3 clusters
  Score: Raw -47126.938339 + Penalty 1975.978288 = -45150.960051
  nChanged 3
		SP:Iteration 5Q (158225.010000 sec): 3 clusters
  Score: Raw -47134.074863 + Penalty 1975.978288 = -45158.096575
  nChanged 1
		SP:Iteration 6Q (158225.150000 sec): 3 clusters
  Score: Raw -47135.168800 + Penalty 1975.978288 = -45159.190512
  nChanged 1
		SP:Iteration 7Q (158225.300000 sec): 3 clusters
  Score: Raw -47138.522943 + Penalty 1975.978288 = -45162.544655
  nChanged 0
		SP:Iteration 8F (158225.450000 sec): 3 clusters
  Score: Raw -47138.522943 + Penalty 1975.978288 = -45162.544655
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 55 (5143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158225.590000 sec): 2 clusters
  Score: Raw -471839.578068 + Penalty 1388.626175 = -470450.951893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158225.770000 sec): 3 clusters
  Score: Raw -469301.185587 + Penalty 2777.252350 = -466523.933237
  nChanged 2051
		SP:Iteration 1F (158226.000000 sec): 3 clusters
  Score: Raw -470637.994267 + Penalty 2777.252350 = -467860.741917
  nChanged 472
		SP:Iteration 2F (158226.210000 sec): 3 clusters
  Score: Raw -470979.096399 + Penalty 2777.252350 = -468201.844049
  nChanged 348
		SP:Iteration 3F (158226.410000 sec): 3 clusters
  Score: Raw -471229.291359 + Penalty 2777.252350 = -468452.039009
  nChanged 271
		SP:Iteration 4F (158226.580000 sec): 3 clusters
  Score: Raw -471402.325975 + Penalty 2777.252350 = -468625.073625
  nChanged 231
		SP:Iteration 5Q (158226.790000 sec): 3 clusters
  Score: Raw -471548.578728 + Penalty 2777.252350 = -468771.326379
  nChanged 179
		SP:Iteration 6Q (158226.980000 sec): 3 clusters
  Score: Raw -471656.886234 + Penalty 2777.252350 = -468879.633884
  nChanged 150
		SP:Iteration 7Q (158227.140000 sec): 3 clusters
  Score: Raw -471749.877235 + Penalty 2777.252350 = -468972.624885
  nChanged 125
		SP:Iteration 8Q (158227.380000 sec): 3 clusters
  Score: Raw -471837.090621 + Penalty 2777.252350 = -469059.838271
  nChanged 130
		SP:Iteration 9Q (158227.530000 sec): 3 clusters
  Score: Raw -471932.049008 + Penalty 2777.252350 = -469154.796658
  nChanged 126
		SP:Iteration 10Q (158227.770000 sec): 3 clusters
  Score: Raw -472016.449068 + Penalty 2777.252350 = -469239.196718
  nChanged 107
		SP:Iteration 11Q (158228.000000 sec): 3 clusters
  Score: Raw -472088.635081 + Penalty 2777.252350 = -469311.382731
  nChanged 94
		SP:Iteration 12Q (158228.170000 sec): 3 clusters
  Score: Raw -472155.254143 + Penalty 2777.252350 = -469378.001793
  nChanged 83
		SP:Iteration 13Q (158228.390000 sec): 3 clusters
  Score: Raw -472210.302394 + Penalty 2777.252350 = -469433.050044
  nChanged 72
		SP:Iteration 14Q (158228.630000 sec): 3 clusters
  Score: Raw -472257.814056 + Penalty 2777.252350 = -469480.561706
  nChanged 57
		SP:Iteration 15Q (158228.830000 sec): 3 clusters
  Score: Raw -472291.481751 + Penalty 2777.252350 = -469514.229402
  nChanged 37
		SP:Iteration 16Q (158229.010000 sec): 3 clusters
  Score: Raw -472311.935576 + Penalty 2777.252350 = -469534.683226
  nChanged 33
		SP:Iteration 17Q (158229.190000 sec): 3 clusters
  Score: Raw -472324.847173 + Penalty 2777.252350 = -469547.594823
  nChanged 19
		SP:Iteration 18Q (158229.400000 sec): 3 clusters
  Score: Raw -472332.112093 + Penalty 2777.252350 = -469554.859744
  nChanged 18
		SP:Iteration 19Q (158229.610000 sec): 3 clusters
  Score: Raw -472339.343250 + Penalty 2777.252350 = -469562.090900
  nChanged 21
		SP:Iteration 20F (158229.830000 sec): 3 clusters
  Score: Raw -472347.591206 + Penalty 2777.252350 = -469570.338856
  nChanged 17
		SP:Iteration 21Q (158230.020000 sec): 3 clusters
  Score: Raw -472353.165381 + Penalty 2777.252350 = -469575.913031
  nChanged 15
		SP:Iteration 22Q (158230.230000 sec): 3 clusters
  Score: Raw -472359.339443 + Penalty 2777.252350 = -469582.087093
  nChanged 12
		SP:Iteration 23Q (158230.390000 sec): 3 clusters
  Score: Raw -472363.620653 + Penalty 2777.252350 = -469586.368303
  nChanged 11
		SP:Iteration 24Q (158230.600000 sec): 3 clusters
  Score: Raw -472368.960378 + Penalty 2777.252350 = -469591.708028
  nChanged 11
		SP:Iteration 25Q (158230.810000 sec): 3 clusters
  Score: Raw -472375.212312 + Penalty 2777.252350 = -469597.959962
  nChanged 17
		SP:Iteration 26Q (158231.010000 sec): 3 clusters
  Score: Raw -472384.306656 + Penalty 2777.252350 = -469607.054306
  nChanged 15
		SP:Iteration 27Q (158231.270000 sec): 3 clusters
  Score: Raw -472391.993410 + Penalty 2777.252350 = -469614.741060
  nChanged 11
		SP:Iteration 28Q (158231.420000 sec): 3 clusters
  Score: Raw -472396.766149 + Penalty 2777.252350 = -469619.513799
  nChanged 9
		SP:Iteration 29Q (158231.630000 sec): 3 clusters
  Score: Raw -472400.265993 + Penalty 2777.252350 = -469623.013643
  nChanged 8
		SP:Iteration 30Q (158231.870000 sec): 3 clusters
  Score: Raw -472404.038373 + Penalty 2777.252350 = -469626.786023
  nChanged 7
		SP:Iteration 31Q (158232.020000 sec): 3 clusters
  Score: Raw -472406.380947 + Penalty 2777.252350 = -469629.128597
  nChanged 3
		SP:Iteration 32Q (158232.230000 sec): 3 clusters
  Score: Raw -472407.593041 + Penalty 2777.252350 = -469630.340691
  nChanged 2
		SP:Iteration 33Q (158232.420000 sec): 3 clusters
  Score: Raw -472408.724744 + Penalty 2777.252350 = -469631.472395
  nChanged 2
		SP:Iteration 34Q (158232.610000 sec): 3 clusters
  Score: Raw -472409.279473 + Penalty 2777.252350 = -469632.027123
  nChanged 1
		SP:Iteration 35Q (158232.840000 sec): 3 clusters
  Score: Raw -472409.415258 + Penalty 2777.252350 = -469632.162908
  nChanged 0
		SP:Iteration 36F (158233.010000 sec): 3 clusters
  Score: Raw -472409.415258 + Penalty 2777.252350 = -469632.162908
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 56 (6115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158233.120000 sec): 2 clusters
  Score: Raw -631360.570840 + Penalty 1416.756258 = -629943.814582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158233.360000 sec): 3 clusters
  Score: Raw -628134.072630 + Penalty 2833.512516 = -625300.560114
  nChanged 2499
		SP:Iteration 1F (158233.570000 sec): 3 clusters
  Score: Raw -629531.090165 + Penalty 2833.512516 = -626697.577649
  nChanged 454
		SP:Iteration 2F (158233.770000 sec): 3 clusters
  Score: Raw -629797.507972 + Penalty 2833.512516 = -626963.995456
  nChanged 383
		SP:Iteration 3F (158233.950000 sec): 3 clusters
  Score: Raw -630002.053122 + Penalty 2833.512516 = -627168.540606
  nChanged 294
		SP:Iteration 4Q (158234.150000 sec): 3 clusters
  Score: Raw -630157.894711 + Penalty 2833.512516 = -627324.382195
  nChanged 281
		SP:Iteration 5Q (158234.350000 sec): 3 clusters
  Score: Raw -630315.352159 + Penalty 2833.512516 = -627481.839643
  nChanged 254
		SP:Iteration 6Q (158234.540000 sec): 3 clusters
  Score: Raw -630461.149132 + Penalty 2833.512516 = -627627.636616
  nChanged 233
		SP:Iteration 7Q (158234.700000 sec): 3 clusters
  Score: Raw -630605.032939 + Penalty 2833.512516 = -627771.520424
  nChanged 249
		SP:Iteration 8Q (158234.900000 sec): 3 clusters
  Score: Raw -630752.819548 + Penalty 2833.512516 = -627919.307032
  nChanged 211
		SP:Iteration 9Q (158235.100000 sec): 3 clusters
  Score: Raw -630878.707385 + Penalty 2833.512516 = -628045.194869
  nChanged 186
		SP:Iteration 10Q (158235.310000 sec): 3 clusters
  Score: Raw -630996.894149 + Penalty 2833.512516 = -628163.381633
  nChanged 181
		SP:Iteration 11Q (158235.500000 sec): 3 clusters
  Score: Raw -631122.437284 + Penalty 2833.512516 = -628288.924769
  nChanged 182
		SP:Iteration 12Q (158235.760000 sec): 3 clusters
  Score: Raw -631248.715388 + Penalty 2833.512516 = -628415.202872
  nChanged 142
		SP:Iteration 13Q (158236.000000 sec): 3 clusters
  Score: Raw -631342.245969 + Penalty 2833.512516 = -628508.733453
  nChanged 109
		SP:Iteration 14Q (158236.170000 sec): 3 clusters
  Score: Raw -631419.584936 + Penalty 2833.512516 = -628586.072421
  nChanged 83
		SP:Iteration 15Q (158236.390000 sec): 3 clusters
  Score: Raw -631471.513104 + Penalty 2833.512516 = -628638.000588
  nChanged 70
		SP:Iteration 16Q (158236.580000 sec): 3 clusters
  Score: Raw -631510.268463 + Penalty 2833.512516 = -628676.755947
  nChanged 43
		SP:Iteration 17Q (158236.770000 sec): 3 clusters
  Score: Raw -631538.287600 + Penalty 2833.512516 = -628704.775085
  nChanged 43
		SP:Iteration 18Q (158236.980000 sec): 3 clusters
  Score: Raw -631562.243750 + Penalty 2833.512516 = -628728.731234
  nChanged 41
		SP:Iteration 19Q (158237.190000 sec): 3 clusters
  Score: Raw -631585.620312 + Penalty 2833.512516 = -628752.107797
  nChanged 31
		SP:Iteration 20F (158237.380000 sec): 3 clusters
  Score: Raw -631612.034860 + Penalty 2833.512516 = -628778.522345
  nChanged 32
		SP:Iteration 21Q (158237.550000 sec): 3 clusters
  Score: Raw -631631.816209 + Penalty 2833.512516 = -628798.303693
  nChanged 15
		SP:Iteration 22Q (158237.750000 sec): 3 clusters
  Score: Raw -631641.254078 + Penalty 2833.512516 = -628807.741562
  nChanged 13
		SP:Iteration 23Q (158237.950000 sec): 3 clusters
  Score: Raw -631648.291017 + Penalty 2833.512516 = -628814.778501
  nChanged 13
		SP:Iteration 24Q (158238.110000 sec): 3 clusters
  Score: Raw -631658.004474 + Penalty 2833.512516 = -628824.491958
  nChanged 16
		SP:Iteration 25Q (158238.340000 sec): 3 clusters
  Score: Raw -631670.032359 + Penalty 2833.512516 = -628836.519843
  nChanged 15
		SP:Iteration 26Q (158238.510000 sec): 3 clusters
  Score: Raw -631679.554519 + Penalty 2833.512516 = -628846.042003
  nChanged 8
		SP:Iteration 27Q (158238.700000 sec): 3 clusters
  Score: Raw -631687.596207 + Penalty 2833.512516 = -628854.083691
  nChanged 7
		SP:Iteration 28Q (158238.910000 sec): 3 clusters
  Score: Raw -631694.584807 + Penalty 2833.512516 = -628861.072292
  nChanged 8
		SP:Iteration 29Q (158239.080000 sec): 3 clusters
  Score: Raw -631699.531881 + Penalty 2833.512516 = -628866.019365
  nChanged 2
		SP:Iteration 30Q (158239.250000 sec): 3 clusters
  Score: Raw -631700.944186 + Penalty 2833.512516 = -628867.431671
  nChanged 1
		SP:Iteration 31Q (158239.470000 sec): 3 clusters
  Score: Raw -631701.488757 + Penalty 2833.512516 = -628867.976242
  nChanged 3
		SP:Iteration 32Q (158239.660000 sec): 3 clusters
  Score: Raw -631703.108639 + Penalty 2833.512516 = -628869.596123
  nChanged 0
		SP:Iteration 33F (158239.890000 sec): 3 clusters
  Score: Raw -631703.108639 + Penalty 2833.512516 = -628869.596123
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 57 (475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158239.960000 sec): 2 clusters
  Score: Raw -49502.608473 + Penalty 1001.538656 = -48501.069817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158240.200000 sec): 3 clusters
  Score: Raw -49460.125758 + Penalty 2003.077311 = -47457.048447
  nChanged 94
		SP:Iteration 1F (158240.400000 sec): 3 clusters
  Score: Raw -49601.274462 + Penalty 2003.077311 = -47598.197151
  nChanged 25
		SP:Iteration 2F (158240.540000 sec): 3 clusters
  Score: Raw -49654.787680 + Penalty 2003.077311 = -47651.710368
  nChanged 13
		SP:Iteration 3Q (158240.730000 sec): 3 clusters
  Score: Raw -49676.303508 + Penalty 2003.077311 = -47673.226197
  nChanged 5
		SP:Iteration 4Q (158240.910000 sec): 3 clusters
  Score: Raw -49685.941441 + Penalty 2003.077311 = -47682.864130
  nChanged 4
		SP:Iteration 5Q (158241.140000 sec): 3 clusters
  Score: Raw -49695.954763 + Penalty 2003.077311 = -47692.877452
  nChanged 5
		SP:Iteration 6Q (158241.270000 sec): 3 clusters
  Score: Raw -49708.592892 + Penalty 2003.077311 = -47705.515580
  nChanged 2
		SP:Iteration 7Q (158241.460000 sec): 3 clusters
  Score: Raw -49711.570448 + Penalty 2003.077311 = -47708.493136
  nChanged 1
		SP:Iteration 8Q (158241.690000 sec): 3 clusters
  Score: Raw -49713.192284 + Penalty 2003.077311 = -47710.114972
  nChanged 1
		SP:Iteration 9Q (158241.850000 sec): 3 clusters
  Score: Raw -49714.138099 + Penalty 2003.077311 = -47711.060787
  nChanged 1
		SP:Iteration 10Q (158242.030000 sec): 3 clusters
  Score: Raw -49716.587195 + Penalty 2003.077311 = -47713.509883
  nChanged 2
		SP:Iteration 11Q (158242.220000 sec): 3 clusters
  Score: Raw -49718.586898 + Penalty 2003.077311 = -47715.509587
  nChanged 0
		SP:Iteration 12F (158242.350000 sec): 3 clusters
  Score: Raw -49718.586898 + Penalty 2003.077311 = -47715.509587
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 58 (4355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158242.470000 sec): 2 clusters
  Score: Raw -442570.594267 + Penalty 1361.600482 = -441208.993785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158242.660000 sec): 3 clusters
  Score: Raw -440326.080411 + Penalty 2723.200964 = -437602.879447
  nChanged 1765
		SP:Iteration 1F (158242.860000 sec): 3 clusters
  Score: Raw -441394.519356 + Penalty 2723.200964 = -438671.318392
  nChanged 302
		SP:Iteration 2F (158243.030000 sec): 3 clusters
  Score: Raw -441576.191035 + Penalty 2723.200964 = -438852.990071
  nChanged 268
		SP:Iteration 3F (158243.230000 sec): 3 clusters
  Score: Raw -441735.838243 + Penalty 2723.200964 = -439012.637279
  nChanged 200
		SP:Iteration 4Q (158243.440000 sec): 3 clusters
  Score: Raw -441852.325991 + Penalty 2723.200964 = -439129.125027
  nChanged 178
		SP:Iteration 5Q (158243.600000 sec): 3 clusters
  Score: Raw -441938.266742 + Penalty 2723.200964 = -439215.065778
  nChanged 134
		SP:Iteration 6Q (158243.790000 sec): 3 clusters
  Score: Raw -442009.875518 + Penalty 2723.200964 = -439286.674554
  nChanged 118
		SP:Iteration 7Q (158244.000000 sec): 3 clusters
  Score: Raw -442068.458504 + Penalty 2723.200964 = -439345.257540
  nChanged 114
		SP:Iteration 8Q (158244.170000 sec): 3 clusters
  Score: Raw -442131.837016 + Penalty 2723.200964 = -439408.636051
  nChanged 114
		SP:Iteration 9Q (158244.350000 sec): 3 clusters
  Score: Raw -442200.499094 + Penalty 2723.200964 = -439477.298130
  nChanged 123
		SP:Iteration 10Q (158244.540000 sec): 3 clusters
  Score: Raw -442271.062408 + Penalty 2723.200964 = -439547.861444
  nChanged 100
		SP:Iteration 11Q (158244.730000 sec): 3 clusters
  Score: Raw -442327.226032 + Penalty 2723.200964 = -439604.025068
  nChanged 88
		SP:Iteration 12Q (158244.870000 sec): 3 clusters
  Score: Raw -442380.717019 + Penalty 2723.200964 = -439657.516055
  nChanged 83
		SP:Iteration 13Q (158245.050000 sec): 3 clusters
  Score: Raw -442432.857776 + Penalty 2723.200964 = -439709.656812
  nChanged 64
		SP:Iteration 14Q (158245.200000 sec): 3 clusters
  Score: Raw -442474.440378 + Penalty 2723.200964 = -439751.239414
  nChanged 55
		SP:Iteration 15Q (158245.400000 sec): 3 clusters
  Score: Raw -442505.849300 + Penalty 2723.200964 = -439782.648336
  nChanged 50
		SP:Iteration 16Q (158245.600000 sec): 3 clusters
  Score: Raw -442534.013746 + Penalty 2723.200964 = -439810.812782
  nChanged 43
		SP:Iteration 17Q (158245.800000 sec): 3 clusters
  Score: Raw -442565.402947 + Penalty 2723.200964 = -439842.201983
  nChanged 32
		SP:Iteration 18Q (158245.970000 sec): 3 clusters
  Score: Raw -442586.258795 + Penalty 2723.200964 = -439863.057831
  nChanged 30
		SP:Iteration 19Q (158246.170000 sec): 3 clusters
  Score: Raw -442604.039744 + Penalty 2723.200964 = -439880.838780
  nChanged 29
		SP:Iteration 20F (158246.350000 sec): 3 clusters
  Score: Raw -442620.915994 + Penalty 2723.200964 = -439897.715030
  nChanged 25
		SP:Iteration 21Q (158246.530000 sec): 3 clusters
  Score: Raw -442636.116708 + Penalty 2723.200964 = -439912.915744
  nChanged 22
		SP:Iteration 22Q (158246.730000 sec): 3 clusters
  Score: Raw -442648.224172 + Penalty 2723.200964 = -439925.023208
  nChanged 18
		SP:Iteration 23Q (158246.910000 sec): 3 clusters
  Score: Raw -442660.472078 + Penalty 2723.200964 = -439937.271114
  nChanged 17
		SP:Iteration 24Q (158247.100000 sec): 3 clusters
  Score: Raw -442670.517241 + Penalty 2723.200964 = -439947.316277
  nChanged 9
		SP:Iteration 25Q (158247.260000 sec): 3 clusters
  Score: Raw -442677.466792 + Penalty 2723.200964 = -439954.265828
  nChanged 13
		SP:Iteration 26Q (158247.440000 sec): 3 clusters
  Score: Raw -442687.076315 + Penalty 2723.200964 = -439963.875351
  nChanged 8
		SP:Iteration 27Q (158247.610000 sec): 3 clusters
  Score: Raw -442691.441107 + Penalty 2723.200964 = -439968.240143
  nChanged 8
		SP:Iteration 28Q (158247.770000 sec): 3 clusters
  Score: Raw -442696.445727 + Penalty 2723.200964 = -439973.244763
  nChanged 9
		SP:Iteration 29Q (158247.930000 sec): 3 clusters
  Score: Raw -442703.499170 + Penalty 2723.200964 = -439980.298206
  nChanged 7
		SP:Iteration 30Q (158248.100000 sec): 3 clusters
  Score: Raw -442712.139895 + Penalty 2723.200964 = -439988.938931
  nChanged 9
		SP:Iteration 31Q (158248.260000 sec): 3 clusters
  Score: Raw -442718.972636 + Penalty 2723.200964 = -439995.771672
  nChanged 7
		SP:Iteration 32Q (158248.400000 sec): 3 clusters
  Score: Raw -442725.392590 + Penalty 2723.200964 = -440002.191626
  nChanged 4
		SP:Iteration 33Q (158248.550000 sec): 3 clusters
  Score: Raw -442728.289604 + Penalty 2723.200964 = -440005.088640
  nChanged 5
		SP:Iteration 34Q (158248.730000 sec): 3 clusters
  Score: Raw -442733.012379 + Penalty 2723.200964 = -440009.811415
  nChanged 3
		SP:Iteration 35Q (158248.920000 sec): 3 clusters
  Score: Raw -442734.722594 + Penalty 2723.200964 = -440011.521630
  nChanged 3
		SP:Iteration 36Q (158249.120000 sec): 3 clusters
  Score: Raw -442735.845052 + Penalty 2723.200964 = -440012.644088
  nChanged 2
		SP:Iteration 37Q (158249.260000 sec): 3 clusters
  Score: Raw -442737.852276 + Penalty 2723.200964 = -440014.651312
  nChanged 3
		SP:Iteration 38Q (158249.450000 sec): 3 clusters
  Score: Raw -442741.064213 + Penalty 2723.200964 = -440017.863249
  nChanged 4
		SP:Iteration 39Q (158249.640000 sec): 3 clusters
  Score: Raw -442743.242042 + Penalty 2723.200964 = -440020.041078
  nChanged 2
		SP:Iteration 40F (158249.820000 sec): 3 clusters
  Score: Raw -442744.053396 + Penalty 2723.200964 = -440020.852432
  nChanged 2
		SP:Iteration 41Q (158250.000000 sec): 3 clusters
  Score: Raw -442745.510145 + Penalty 2723.200964 = -440022.309181
  nChanged 2
		SP:Iteration 42Q (158250.180000 sec): 3 clusters
  Score: Raw -442746.133927 + Penalty 2723.200964 = -440022.932963
  nChanged 0
		SP:Iteration 43F (158250.360000 sec): 3 clusters
  Score: Raw -442746.133927 + Penalty 2723.200964 = -440022.932963
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 59 (2872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158250.450000 sec): 2 clusters
  Score: Raw -292831.217711 + Penalty 1293.949139 = -291537.268573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158250.650000 sec): 3 clusters
  Score: Raw -291539.291882 + Penalty 2587.898277 = -288951.393605
  nChanged 1075
		SP:Iteration 1F (158250.860000 sec): 3 clusters
  Score: Raw -292149.998513 + Penalty 2587.898277 = -289562.100235
  nChanged 205
		SP:Iteration 2F (158251.030000 sec): 3 clusters
  Score: Raw -292262.549462 + Penalty 2587.898277 = -289674.651184
  nChanged 119
		SP:Iteration 3Q (158251.220000 sec): 3 clusters
  Score: Raw -292321.918493 + Penalty 2587.898277 = -289734.020216
  nChanged 86
		SP:Iteration 4Q (158251.390000 sec): 3 clusters
  Score: Raw -292368.999844 + Penalty 2587.898277 = -289781.101567
  nChanged 73
		SP:Iteration 5Q (158251.580000 sec): 3 clusters
  Score: Raw -292406.758907 + Penalty 2587.898277 = -289818.860630
  nChanged 68
		SP:Iteration 6Q (158251.740000 sec): 3 clusters
  Score: Raw -292447.589865 + Penalty 2587.898277 = -289859.691587
  nChanged 60
		SP:Iteration 7Q (158251.910000 sec): 3 clusters
  Score: Raw -292474.897197 + Penalty 2587.898277 = -289886.998919
  nChanged 55
		SP:Iteration 8Q (158252.040000 sec): 3 clusters
  Score: Raw -292495.913999 + Penalty 2587.898277 = -289908.015722
  nChanged 44
		SP:Iteration 9Q (158252.230000 sec): 3 clusters
  Score: Raw -292514.652543 + Penalty 2587.898277 = -289926.754266
  nChanged 39
		SP:Iteration 10Q (158252.400000 sec): 3 clusters
  Score: Raw -292529.212988 + Penalty 2587.898277 = -289941.314711
  nChanged 37
		SP:Iteration 11Q (158252.570000 sec): 3 clusters
  Score: Raw -292545.665602 + Penalty 2587.898277 = -289957.767325
  nChanged 43
		SP:Iteration 12Q (158252.720000 sec): 3 clusters
  Score: Raw -292563.315951 + Penalty 2587.898277 = -289975.417674
  nChanged 23
		SP:Iteration 13Q (158252.890000 sec): 3 clusters
  Score: Raw -292570.418962 + Penalty 2587.898277 = -289982.520685
  nChanged 26
		SP:Iteration 14Q (158253.090000 sec): 3 clusters
  Score: Raw -292578.854224 + Penalty 2587.898277 = -289990.955947
  nChanged 27
		SP:Iteration 15Q (158253.280000 sec): 3 clusters
  Score: Raw -292586.577184 + Penalty 2587.898277 = -289998.678906
  nChanged 20
		SP:Iteration 16Q (158253.430000 sec): 3 clusters
  Score: Raw -292594.860241 + Penalty 2587.898277 = -290006.961964
  nChanged 23
		SP:Iteration 17Q (158253.570000 sec): 3 clusters
  Score: Raw -292604.882458 + Penalty 2587.898277 = -290016.984180
  nChanged 25
		SP:Iteration 18Q (158253.790000 sec): 3 clusters
  Score: Raw -292613.817908 + Penalty 2587.898277 = -290025.919631
  nChanged 26
		SP:Iteration 19Q (158253.950000 sec): 3 clusters
  Score: Raw -292623.300169 + Penalty 2587.898277 = -290035.401891
  nChanged 27
		SP:Iteration 20F (158254.100000 sec): 3 clusters
  Score: Raw -292634.973447 + Penalty 2587.898277 = -290047.075170
  nChanged 29
		SP:Iteration 21Q (158254.340000 sec): 3 clusters
  Score: Raw -292646.411317 + Penalty 2587.898277 = -290058.513040
  nChanged 27
		SP:Iteration 22Q (158254.510000 sec): 3 clusters
  Score: Raw -292655.686447 + Penalty 2587.898277 = -290067.788170
  nChanged 22
		SP:Iteration 23Q (158254.700000 sec): 3 clusters
  Score: Raw -292663.636078 + Penalty 2587.898277 = -290075.737801
  nChanged 27
		SP:Iteration 24Q (158254.870000 sec): 3 clusters
  Score: Raw -292675.736640 + Penalty 2587.898277 = -290087.838362
  nChanged 31
		SP:Iteration 25Q (158255.030000 sec): 3 clusters
  Score: Raw -292688.556299 + Penalty 2587.898277 = -290100.658022
  nChanged 28
		SP:Iteration 26Q (158255.230000 sec): 3 clusters
  Score: Raw -292699.180068 + Penalty 2587.898277 = -290111.281791
  nChanged 26
		SP:Iteration 27Q (158255.410000 sec): 3 clusters
  Score: Raw -292711.377449 + Penalty 2587.898277 = -290123.479171
  nChanged 28
		SP:Iteration 28Q (158255.540000 sec): 3 clusters
  Score: Raw -292721.232120 + Penalty 2587.898277 = -290133.333842
  nChanged 25
		SP:Iteration 29Q (158255.710000 sec): 3 clusters
  Score: Raw -292732.115081 + Penalty 2587.898277 = -290144.216804
  nChanged 24
		SP:Iteration 30Q (158255.890000 sec): 3 clusters
  Score: Raw -292742.374615 + Penalty 2587.898277 = -290154.476338
  nChanged 24
		SP:Iteration 31Q (158256.100000 sec): 3 clusters
  Score: Raw -292752.410736 + Penalty 2587.898277 = -290164.512458
  nChanged 25
		SP:Iteration 32Q (158256.270000 sec): 3 clusters
  Score: Raw -292766.523319 + Penalty 2587.898277 = -290178.625042
  nChanged 31
		SP:Iteration 33Q (158256.450000 sec): 3 clusters
  Score: Raw -292783.836177 + Penalty 2587.898277 = -290195.937900
  nChanged 23
		SP:Iteration 34Q (158256.640000 sec): 3 clusters
  Score: Raw -292795.586459 + Penalty 2587.898277 = -290207.688181
  nChanged 22
		SP:Iteration 35Q (158256.810000 sec): 3 clusters
  Score: Raw -292807.337253 + Penalty 2587.898277 = -290219.438976
  nChanged 29
		SP:Iteration 36Q (158257.000000 sec): 3 clusters
  Score: Raw -292823.615909 + Penalty 2587.898277 = -290235.717632
  nChanged 25
		SP:Iteration 37Q (158257.140000 sec): 3 clusters
  Score: Raw -292837.999588 + Penalty 2587.898277 = -290250.101311
  nChanged 26
		SP:Iteration 38Q (158257.320000 sec): 3 clusters
  Score: Raw -292852.090477 + Penalty 2587.898277 = -290264.192200
  nChanged 29
		SP:Iteration 39Q (158257.510000 sec): 3 clusters
  Score: Raw -292867.514560 + Penalty 2587.898277 = -290279.616283
  nChanged 25
		SP:Iteration 40F (158257.670000 sec): 3 clusters
  Score: Raw -292884.158865 + Penalty 2587.898277 = -290296.260588
  nChanged 18
		SP:Iteration 41Q (158257.870000 sec): 3 clusters
  Score: Raw -292894.658734 + Penalty 2587.898277 = -290306.760456
  nChanged 10
		SP:Iteration 42Q (158258.030000 sec): 3 clusters
  Score: Raw -292899.492658 + Penalty 2587.898277 = -290311.594381
  nChanged 11
		SP:Iteration 43Q (158258.200000 sec): 3 clusters
  Score: Raw -292908.017347 + Penalty 2587.898277 = -290320.119070
  nChanged 9
		SP:Iteration 44Q (158258.390000 sec): 3 clusters
  Score: Raw -292912.195051 + Penalty 2587.898277 = -290324.296773
  nChanged 5
		SP:Iteration 45Q (158258.560000 sec): 3 clusters
  Score: Raw -292914.562156 + Penalty 2587.898277 = -290326.663879
  nChanged 1
		SP:Iteration 46Q (158258.780000 sec): 3 clusters
  Score: Raw -292914.872285 + Penalty 2587.898277 = -290326.974008
  nChanged 3
		SP:Iteration 47Q (158258.950000 sec): 3 clusters
  Score: Raw -292916.446475 + Penalty 2587.898277 = -290328.548198
  nChanged 3
		SP:Iteration 48Q (158259.090000 sec): 3 clusters
  Score: Raw -292918.372162 + Penalty 2587.898277 = -290330.473884
  nChanged 5
		SP:Iteration 49Q (158259.260000 sec): 3 clusters
  Score: Raw -292920.922487 + Penalty 2587.898277 = -290333.024210
  nChanged 6
		SP:Iteration 50Q (158259.440000 sec): 3 clusters
  Score: Raw -292923.426346 + Penalty 2587.898277 = -290335.528069
  nChanged 5
		SP:Iteration 51Q (158259.620000 sec): 3 clusters
  Score: Raw -292927.605349 + Penalty 2587.898277 = -290339.707072
  nChanged 9
		SP:Iteration 52Q (158259.790000 sec): 3 clusters
  Score: Raw -292931.406740 + Penalty 2587.898277 = -290343.508463
  nChanged 8
		SP:Iteration 53Q (158259.970000 sec): 3 clusters
  Score: Raw -292937.579570 + Penalty 2587.898277 = -290349.681293
  nChanged 8
		SP:Iteration 54Q (158260.140000 sec): 3 clusters
  Score: Raw -292943.554283 + Penalty 2587.898277 = -290355.656005
  nChanged 11
		SP:Iteration 55Q (158260.320000 sec): 3 clusters
  Score: Raw -292948.677415 + Penalty 2587.898277 = -290360.779137
  nChanged 10
		SP:Iteration 56Q (158260.500000 sec): 3 clusters
  Score: Raw -292953.871182 + Penalty 2587.898277 = -290365.972905
  nChanged 6
		SP:Iteration 57Q (158260.680000 sec): 3 clusters
  Score: Raw -292958.258694 + Penalty 2587.898277 = -290370.360417
  nChanged 8
		SP:Iteration 58Q (158260.840000 sec): 3 clusters
  Score: Raw -292963.749384 + Penalty 2587.898277 = -290375.851106
  nChanged 4
		SP:Iteration 59Q (158261.020000 sec): 3 clusters
  Score: Raw -292966.632054 + Penalty 2587.898277 = -290378.733777
  nChanged 7
		SP:Iteration 60F (158261.220000 sec): 3 clusters
  Score: Raw -292972.851470 + Penalty 2587.898277 = -290384.953193
  nChanged 8
		SP:Iteration 61Q (158261.390000 sec): 3 clusters
  Score: Raw -292978.628896 + Penalty 2587.898277 = -290390.730618
  nChanged 4
		SP:Iteration 62Q (158261.560000 sec): 3 clusters
  Score: Raw -292980.944824 + Penalty 2587.898277 = -290393.046547
  nChanged 4
		SP:Iteration 63Q (158261.780000 sec): 3 clusters
  Score: Raw -292983.603008 + Penalty 2587.898277 = -290395.704731
  nChanged 4
		SP:Iteration 64Q (158261.950000 sec): 3 clusters
  Score: Raw -292985.476509 + Penalty 2587.898277 = -290397.578231
  nChanged 6
		SP:Iteration 65Q (158262.140000 sec): 3 clusters
  Score: Raw -292988.164970 + Penalty 2587.898277 = -290400.266693
  nChanged 6
		SP:Iteration 66Q (158262.310000 sec): 3 clusters
  Score: Raw -292990.607146 + Penalty 2587.898277 = -290402.708868
  nChanged 5
		SP:Iteration 67Q (158262.460000 sec): 3 clusters
  Score: Raw -292993.201005 + Penalty 2587.898277 = -290405.302727
  nChanged 5
		SP:Iteration 68Q (158262.650000 sec): 3 clusters
  Score: Raw -292995.877196 + Penalty 2587.898277 = -290407.978918
  nChanged 4
		SP:Iteration 69Q (158262.840000 sec): 3 clusters
  Score: Raw -292997.518488 + Penalty 2587.898277 = -290409.620211
  nChanged 4
		SP:Iteration 70Q (158263.010000 sec): 3 clusters
  Score: Raw -292999.420771 + Penalty 2587.898277 = -290411.522494
  nChanged 4
		SP:Iteration 71Q (158263.200000 sec): 3 clusters
  Score: Raw -293001.694272 + Penalty 2587.898277 = -290413.795995
  nChanged 5
		SP:Iteration 72Q (158263.390000 sec): 3 clusters
  Score: Raw -293004.870236 + Penalty 2587.898277 = -290416.971959
  nChanged 2
		SP:Iteration 73Q (158263.600000 sec): 3 clusters
  Score: Raw -293006.732207 + Penalty 2587.898277 = -290418.833930
  nChanged 2
		SP:Iteration 74Q (158263.760000 sec): 3 clusters
  Score: Raw -293007.920223 + Penalty 2587.898277 = -290420.021946
  nChanged 2
		SP:Iteration 75Q (158263.980000 sec): 3 clusters
  Score: Raw -293008.861848 + Penalty 2587.898277 = -290420.963571
  nChanged 2
		SP:Iteration 76Q (158264.170000 sec): 3 clusters
  Score: Raw -293010.392948 + Penalty 2587.898277 = -290422.494671
  nChanged 2
		SP:Iteration 77Q (158264.400000 sec): 3 clusters
  Score: Raw -293011.294684 + Penalty 2587.898277 = -290423.396406
  nChanged 1
		SP:Iteration 78Q (158264.570000 sec): 3 clusters
  Score: Raw -293012.233470 + Penalty 2587.898277 = -290424.335193
  nChanged 1
		SP:Iteration 79Q (158264.740000 sec): 3 clusters
  Score: Raw -293012.710597 + Penalty 2587.898277 = -290424.812320
  nChanged 1
		SP:Iteration 80F (158264.950000 sec): 3 clusters
  Score: Raw -293012.994001 + Penalty 2587.898277 = -290425.095724
  nChanged 1
		SP:Iteration 81Q (158265.100000 sec): 3 clusters
  Score: Raw -293014.489899 + Penalty 2587.898277 = -290426.591621
  nChanged 2
		SP:Iteration 82Q (158265.290000 sec): 3 clusters
  Score: Raw -293015.544990 + Penalty 2587.898277 = -290427.646713
  nChanged 1
		SP:Iteration 83Q (158265.490000 sec): 3 clusters
  Score: Raw -293015.828477 + Penalty 2587.898277 = -290427.930200
  nChanged 0
		SP:Iteration 84F (158265.680000 sec): 3 clusters
  Score: Raw -293015.828477 + Penalty 2587.898277 = -290427.930200
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 60 (7128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158265.780000 sec): 2 clusters
  Score: Raw -662413.313854 + Penalty 1441.665220 = -660971.648634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158266.000000 sec): 3 clusters
  Score: Raw -658568.942163 + Penalty 2883.330440 = -655685.611723
  nChanged 3004
		SP:Iteration 1F (158266.220000 sec): 3 clusters
  Score: Raw -660448.350918 + Penalty 2883.330440 = -657565.020478
  nChanged 678
		SP:Iteration 2F (158266.420000 sec): 3 clusters
  Score: Raw -661028.131851 + Penalty 2883.330440 = -658144.801411
  nChanged 570
		SP:Iteration 3F (158266.630000 sec): 3 clusters
  Score: Raw -661477.766170 + Penalty 2883.330440 = -658594.435730
  nChanged 448
		SP:Iteration 4F (158266.840000 sec): 3 clusters
  Score: Raw -661822.178600 + Penalty 2883.330440 = -658938.848160
  nChanged 382
		SP:Iteration 5F (158267.060000 sec): 3 clusters
  Score: Raw -662066.554599 + Penalty 2883.330440 = -659183.224159
  nChanged 306
		SP:Iteration 6Q (158267.270000 sec): 3 clusters
  Score: Raw -662247.746636 + Penalty 2883.330440 = -659364.416196
  nChanged 272
		SP:Iteration 7Q (158267.470000 sec): 3 clusters
  Score: Raw -662401.232118 + Penalty 2883.330440 = -659517.901678
  nChanged 213
		SP:Iteration 8Q (158267.630000 sec): 3 clusters
  Score: Raw -662518.659057 + Penalty 2883.330440 = -659635.328617
  nChanged 188
		SP:Iteration 9Q (158267.830000 sec): 3 clusters
  Score: Raw -662600.196374 + Penalty 2883.330440 = -659716.865934
  nChanged 133
		SP:Iteration 10Q (158268.000000 sec): 3 clusters
  Score: Raw -662651.288981 + Penalty 2883.330440 = -659767.958541
  nChanged 93
		SP:Iteration 11Q (158268.230000 sec): 3 clusters
  Score: Raw -662687.972432 + Penalty 2883.330440 = -659804.641992
  nChanged 86
		SP:Iteration 12Q (158268.410000 sec): 3 clusters
  Score: Raw -662718.178904 + Penalty 2883.330440 = -659834.848464
  nChanged 79
		SP:Iteration 13Q (158268.600000 sec): 3 clusters
  Score: Raw -662742.075172 + Penalty 2883.330440 = -659858.744732
  nChanged 54
		SP:Iteration 14Q (158268.840000 sec): 3 clusters
  Score: Raw -662756.677021 + Penalty 2883.330440 = -659873.346581
  nChanged 46
		SP:Iteration 15Q (158269.000000 sec): 3 clusters
  Score: Raw -662766.615014 + Penalty 2883.330440 = -659883.284575
  nChanged 32
		SP:Iteration 16Q (158269.230000 sec): 3 clusters
  Score: Raw -662773.778086 + Penalty 2883.330440 = -659890.447646
  nChanged 33
		SP:Iteration 17Q (158269.410000 sec): 3 clusters
  Score: Raw -662781.434930 + Penalty 2883.330440 = -659898.104490
  nChanged 31
		SP:Iteration 18Q (158269.610000 sec): 3 clusters
  Score: Raw -662788.929896 + Penalty 2883.330440 = -659905.599456
  nChanged 28
		SP:Iteration 19Q (158269.840000 sec): 3 clusters
  Score: Raw -662796.271384 + Penalty 2883.330440 = -659912.940944
  nChanged 28
		SP:Iteration 20F (158270.030000 sec): 3 clusters
  Score: Raw -662805.561373 + Penalty 2883.330440 = -659922.230933
  nChanged 35
		SP:Iteration 21Q (158270.290000 sec): 3 clusters
  Score: Raw -662816.255478 + Penalty 2883.330440 = -659932.925038
  nChanged 38
		SP:Iteration 22Q (158270.510000 sec): 3 clusters
  Score: Raw -662827.606923 + Penalty 2883.330440 = -659944.276483
  nChanged 36
		SP:Iteration 23Q (158270.690000 sec): 3 clusters
  Score: Raw -662834.392811 + Penalty 2883.330440 = -659951.062371
  nChanged 20
		SP:Iteration 24Q (158270.900000 sec): 3 clusters
  Score: Raw -662838.617937 + Penalty 2883.330440 = -659955.287497
  nChanged 18
		SP:Iteration 25Q (158271.110000 sec): 3 clusters
  Score: Raw -662840.924399 + Penalty 2883.330440 = -659957.593959
  nChanged 12
		SP:Iteration 26Q (158271.350000 sec): 3 clusters
  Score: Raw -662842.351179 + Penalty 2883.330440 = -659959.020739
  nChanged 6
		SP:Iteration 27Q (158271.610000 sec): 3 clusters
  Score: Raw -662843.282377 + Penalty 2883.330440 = -659959.951937
  nChanged 8
		SP:Iteration 28Q (158271.880000 sec): 3 clusters
  Score: Raw -662845.040059 + Penalty 2883.330440 = -659961.709619
  nChanged 13
		SP:Iteration 29Q (158272.060000 sec): 3 clusters
  Score: Raw -662847.497182 + Penalty 2883.330440 = -659964.166742
  nChanged 12
		SP:Iteration 30Q (158272.250000 sec): 3 clusters
  Score: Raw -662849.653065 + Penalty 2883.330440 = -659966.322625
  nChanged 15
		SP:Iteration 31Q (158272.500000 sec): 3 clusters
  Score: Raw -662852.417621 + Penalty 2883.330440 = -659969.087181
  nChanged 21
		SP:Iteration 32Q (158272.720000 sec): 3 clusters
  Score: Raw -662856.050586 + Penalty 2883.330440 = -659972.720146
  nChanged 14
		SP:Iteration 33Q (158272.940000 sec): 3 clusters
  Score: Raw -662859.585035 + Penalty 2883.330440 = -659976.254595
  nChanged 19
		SP:Iteration 34Q (158273.110000 sec): 3 clusters
  Score: Raw -662865.951970 + Penalty 2883.330440 = -659982.621530
  nChanged 33
		SP:Iteration 35Q (158273.310000 sec): 3 clusters
  Score: Raw -662875.534545 + Penalty 2883.330440 = -659992.204105
  nChanged 26
		SP:Iteration 36Q (158273.520000 sec): 3 clusters
  Score: Raw -662883.007877 + Penalty 2883.330440 = -659999.677437
  nChanged 34
		SP:Iteration 37Q (158273.680000 sec): 3 clusters
  Score: Raw -662889.163170 + Penalty 2883.330440 = -660005.832730
  nChanged 22
		SP:Iteration 38Q (158273.870000 sec): 3 clusters
  Score: Raw -662894.150720 + Penalty 2883.330440 = -660010.820280
  nChanged 31
		SP:Iteration 39Q (158274.100000 sec): 3 clusters
  Score: Raw -662900.902151 + Penalty 2883.330440 = -660017.571711
  nChanged 18
		SP:Iteration 40F (158274.290000 sec): 3 clusters
  Score: Raw -662905.423644 + Penalty 2883.330440 = -660022.093204
  nChanged 23
		SP:Iteration 41Q (158274.520000 sec): 3 clusters
  Score: Raw -662910.876599 + Penalty 2883.330440 = -660027.546159
  nChanged 32
		SP:Iteration 42Q (158274.720000 sec): 3 clusters
  Score: Raw -662918.468771 + Penalty 2883.330440 = -660035.138331
  nChanged 37
		SP:Iteration 43Q (158274.940000 sec): 3 clusters
  Score: Raw -662927.224261 + Penalty 2883.330440 = -660043.893821
  nChanged 35
		SP:Iteration 44Q (158275.150000 sec): 3 clusters
  Score: Raw -662934.595436 + Penalty 2883.330440 = -660051.264996
  nChanged 41
		SP:Iteration 45Q (158275.350000 sec): 3 clusters
  Score: Raw -662944.780507 + Penalty 2883.330440 = -660061.450067
  nChanged 35
		SP:Iteration 46Q (158275.570000 sec): 3 clusters
  Score: Raw -662956.109225 + Penalty 2883.330440 = -660072.778785
  nChanged 40
		SP:Iteration 47Q (158275.800000 sec): 3 clusters
  Score: Raw -662969.190284 + Penalty 2883.330440 = -660085.859844
  nChanged 42
		SP:Iteration 48Q (158275.960000 sec): 3 clusters
  Score: Raw -662980.822183 + Penalty 2883.330440 = -660097.491743
  nChanged 42
		SP:Iteration 49Q (158276.160000 sec): 3 clusters
  Score: Raw -662989.964402 + Penalty 2883.330440 = -660106.633962
  nChanged 32
		SP:Iteration 50Q (158276.360000 sec): 3 clusters
  Score: Raw -662997.115290 + Penalty 2883.330440 = -660113.784850
  nChanged 27
		SP:Iteration 51Q (158276.620000 sec): 3 clusters
  Score: Raw -663005.182178 + Penalty 2883.330440 = -660121.851738
  nChanged 27
		SP:Iteration 52Q (158276.870000 sec): 3 clusters
  Score: Raw -663014.269236 + Penalty 2883.330440 = -660130.938796
  nChanged 17
		SP:Iteration 53Q (158277.040000 sec): 3 clusters
  Score: Raw -663019.532673 + Penalty 2883.330440 = -660136.202233
  nChanged 17
		SP:Iteration 54Q (158277.250000 sec): 3 clusters
  Score: Raw -663024.301942 + Penalty 2883.330440 = -660140.971502
  nChanged 21
		SP:Iteration 55Q (158277.440000 sec): 3 clusters
  Score: Raw -663028.499729 + Penalty 2883.330440 = -660145.169290
  nChanged 21
		SP:Iteration 56Q (158277.620000 sec): 3 clusters
  Score: Raw -663033.541754 + Penalty 2883.330440 = -660150.211314
  nChanged 18
		SP:Iteration 57Q (158277.800000 sec): 3 clusters
  Score: Raw -663037.025423 + Penalty 2883.330440 = -660153.694983
  nChanged 13
		SP:Iteration 58Q (158278.020000 sec): 3 clusters
  Score: Raw -663039.292438 + Penalty 2883.330440 = -660155.961998
  nChanged 11
		SP:Iteration 59Q (158278.200000 sec): 3 clusters
  Score: Raw -663042.115761 + Penalty 2883.330440 = -660158.785321
  nChanged 11
		SP:Iteration 60F (158278.400000 sec): 3 clusters
  Score: Raw -663044.401260 + Penalty 2883.330440 = -660161.070820
  nChanged 14
		SP:Iteration 61Q (158278.580000 sec): 3 clusters
  Score: Raw -663047.443974 + Penalty 2883.330440 = -660164.113534
  nChanged 11
		SP:Iteration 62Q (158278.750000 sec): 3 clusters
  Score: Raw -663049.758373 + Penalty 2883.330440 = -660166.427933
  nChanged 13
		SP:Iteration 63Q (158278.980000 sec): 3 clusters
  Score: Raw -663052.152301 + Penalty 2883.330440 = -660168.821861
  nChanged 17
		SP:Iteration 64Q (158279.150000 sec): 3 clusters
  Score: Raw -663055.993809 + Penalty 2883.330440 = -660172.663369
  nChanged 12
		SP:Iteration 65Q (158279.340000 sec): 3 clusters
  Score: Raw -663058.241062 + Penalty 2883.330440 = -660174.910623
  nChanged 12
		SP:Iteration 66Q (158279.550000 sec): 3 clusters
  Score: Raw -663060.095010 + Penalty 2883.330440 = -660176.764570
  nChanged 13
		SP:Iteration 67Q (158279.740000 sec): 3 clusters
  Score: Raw -663062.148745 + Penalty 2883.330440 = -660178.818305
  nChanged 7
		SP:Iteration 68Q (158279.930000 sec): 3 clusters
  Score: Raw -663063.295284 + Penalty 2883.330440 = -660179.964844
  nChanged 7
		SP:Iteration 69Q (158280.080000 sec): 3 clusters
  Score: Raw -663064.220471 + Penalty 2883.330440 = -660180.890031
  nChanged 3
		SP:Iteration 70Q (158280.260000 sec): 3 clusters
  Score: Raw -663064.568977 + Penalty 2883.330440 = -660181.238537
  nChanged 3
		SP:Iteration 71Q (158280.470000 sec): 3 clusters
  Score: Raw -663065.120157 + Penalty 2883.330440 = -660181.789717
  nChanged 3
		SP:Iteration 72Q (158280.650000 sec): 3 clusters
  Score: Raw -663065.610693 + Penalty 2883.330440 = -660182.280253
  nChanged 6
		SP:Iteration 73Q (158280.820000 sec): 3 clusters
  Score: Raw -663066.887067 + Penalty 2883.330440 = -660183.556627
  nChanged 6
		SP:Iteration 74Q (158281.050000 sec): 3 clusters
  Score: Raw -663067.536156 + Penalty 2883.330440 = -660184.205716
  nChanged 3
		SP:Iteration 75Q (158281.230000 sec): 3 clusters
  Score: Raw -663067.851023 + Penalty 2883.330440 = -660184.520583
  nChanged 3
		SP:Iteration 76Q (158281.430000 sec): 3 clusters
  Score: Raw -663068.429990 + Penalty 2883.330440 = -660185.099550
  nChanged 5
		SP:Iteration 77Q (158281.640000 sec): 3 clusters
  Score: Raw -663069.209290 + Penalty 2883.330440 = -660185.878850
  nChanged 3
		SP:Iteration 78Q (158281.850000 sec): 3 clusters
  Score: Raw -663069.801527 + Penalty 2883.330440 = -660186.471087
  nChanged 3
		SP:Iteration 79Q (158282.050000 sec): 3 clusters
  Score: Raw -663070.412106 + Penalty 2883.330440 = -660187.081666
  nChanged 7
		SP:Iteration 80F (158282.220000 sec): 3 clusters
  Score: Raw -663071.707252 + Penalty 2883.330440 = -660188.376812
  nChanged 5
		SP:Iteration 81Q (158282.390000 sec): 3 clusters
  Score: Raw -663073.617644 + Penalty 2883.330440 = -660190.287204
  nChanged 10
		SP:Iteration 82Q (158282.610000 sec): 3 clusters
  Score: Raw -663076.618131 + Penalty 2883.330440 = -660193.287691
  nChanged 13
		SP:Iteration 83Q (158282.820000 sec): 3 clusters
  Score: Raw -663080.245365 + Penalty 2883.330440 = -660196.914925
  nChanged 16
		SP:Iteration 84Q (158283.030000 sec): 3 clusters
  Score: Raw -663083.353866 + Penalty 2883.330440 = -660200.023426
  nChanged 11
		SP:Iteration 85Q (158283.240000 sec): 3 clusters
  Score: Raw -663085.062126 + Penalty 2883.330440 = -660201.731686
  nChanged 8
		SP:Iteration 86Q (158283.450000 sec): 3 clusters
  Score: Raw -663086.472004 + Penalty 2883.330440 = -660203.141564
  nChanged 7
		SP:Iteration 87Q (158283.660000 sec): 3 clusters
  Score: Raw -663087.693874 + Penalty 2883.330440 = -660204.363434
  nChanged 6
		SP:Iteration 88Q (158283.870000 sec): 3 clusters
  Score: Raw -663088.967819 + Penalty 2883.330440 = -660205.637379
  nChanged 4
		SP:Iteration 89Q (158284.060000 sec): 3 clusters
  Score: Raw -663090.020818 + Penalty 2883.330440 = -660206.690378
  nChanged 5
		SP:Iteration 90Q (158284.320000 sec): 3 clusters
  Score: Raw -663091.017300 + Penalty 2883.330440 = -660207.686860
  nChanged 5
		SP:Iteration 91Q (158284.490000 sec): 3 clusters
  Score: Raw -663091.785432 + Penalty 2883.330440 = -660208.454992
  nChanged 6
		SP:Iteration 92Q (158284.680000 sec): 3 clusters
  Score: Raw -663093.054649 + Penalty 2883.330440 = -660209.724209
  nChanged 10
		SP:Iteration 93Q (158284.870000 sec): 3 clusters
  Score: Raw -663094.664243 + Penalty 2883.330440 = -660211.333803
  nChanged 9
		SP:Iteration 94Q (158285.030000 sec): 3 clusters
  Score: Raw -663096.553778 + Penalty 2883.330440 = -660213.223338
  nChanged 13
		SP:Iteration 95Q (158285.240000 sec): 3 clusters
  Score: Raw -663099.948068 + Penalty 2883.330440 = -660216.617628
  nChanged 9
		SP:Iteration 96Q (158285.440000 sec): 3 clusters
  Score: Raw -663102.309190 + Penalty 2883.330440 = -660218.978750
  nChanged 13
		SP:Iteration 97Q (158285.660000 sec): 3 clusters
  Score: Raw -663106.317320 + Penalty 2883.330440 = -660222.986880
  nChanged 18
		SP:Iteration 98Q (158285.830000 sec): 3 clusters
  Score: Raw -663110.158336 + Penalty 2883.330440 = -660226.827896
  nChanged 16
		SP:Iteration 99Q (158286.010000 sec): 3 clusters
  Score: Raw -663114.927784 + Penalty 2883.330440 = -660231.597344
  nChanged 18
		SP:Iteration 100F (158286.210000 sec): 3 clusters
  Score: Raw -663119.073907 + Penalty 2883.330440 = -660235.743467
  nChanged 15
		SP:Iteration 101Q (158286.420000 sec): 3 clusters
  Score: Raw -663123.764812 + Penalty 2883.330440 = -660240.434372
  nChanged 18
		SP:Iteration 102Q (158286.620000 sec): 3 clusters
  Score: Raw -663128.657472 + Penalty 2883.330440 = -660245.327032
  nChanged 30
		SP:Iteration 103Q (158286.790000 sec): 3 clusters
  Score: Raw -663136.719623 + Penalty 2883.330440 = -660253.389183
  nChanged 29
		SP:Iteration 104Q (158287.040000 sec): 3 clusters
  Score: Raw -663145.679457 + Penalty 2883.330440 = -660262.349017
  nChanged 26
		SP:Iteration 105Q (158287.280000 sec): 3 clusters
  Score: Raw -663153.244187 + Penalty 2883.330440 = -660269.913747
  nChanged 23
		SP:Iteration 106Q (158287.460000 sec): 3 clusters
  Score: Raw -663159.429090 + Penalty 2883.330440 = -660276.098650
  nChanged 23
		SP:Iteration 107Q (158287.660000 sec): 3 clusters
  Score: Raw -663164.538295 + Penalty 2883.330440 = -660281.207855
  nChanged 18
		SP:Iteration 108Q (158287.900000 sec): 3 clusters
  Score: Raw -663169.614025 + Penalty 2883.330440 = -660286.283585
  nChanged 14
		SP:Iteration 109Q (158288.080000 sec): 3 clusters
  Score: Raw -663172.103602 + Penalty 2883.330440 = -660288.773162
  nChanged 13
		SP:Iteration 110Q (158288.280000 sec): 3 clusters
  Score: Raw -663174.865393 + Penalty 2883.330440 = -660291.534953
  nChanged 14
		SP:Iteration 111Q (158288.480000 sec): 3 clusters
  Score: Raw -663178.387633 + Penalty 2883.330440 = -660295.057193
  nChanged 15
		SP:Iteration 112Q (158288.670000 sec): 3 clusters
  Score: Raw -663183.245708 + Penalty 2883.330440 = -660299.915268
  nChanged 19
		SP:Iteration 113Q (158288.900000 sec): 3 clusters
  Score: Raw -663188.352208 + Penalty 2883.330440 = -660305.021768
  nChanged 10
		SP:Iteration 114Q (158289.080000 sec): 3 clusters
  Score: Raw -663190.052257 + Penalty 2883.330440 = -660306.721817
  nChanged 9
		SP:Iteration 115Q (158289.270000 sec): 3 clusters
  Score: Raw -663191.947963 + Penalty 2883.330440 = -660308.617523
  nChanged 9
		SP:Iteration 116Q (158289.480000 sec): 3 clusters
  Score: Raw -663194.985266 + Penalty 2883.330440 = -660311.654826
  nChanged 17
		SP:Iteration 117Q (158289.690000 sec): 3 clusters
  Score: Raw -663199.178477 + Penalty 2883.330440 = -660315.848037
  nChanged 14
		SP:Iteration 118Q (158289.880000 sec): 3 clusters
  Score: Raw -663202.668955 + Penalty 2883.330440 = -660319.338515
  nChanged 14
		SP:Iteration 119Q (158290.080000 sec): 3 clusters
  Score: Raw -663205.974160 + Penalty 2883.330440 = -660322.643720
  nChanged 16
		SP:Iteration 120F (158290.300000 sec): 3 clusters
  Score: Raw -663209.595274 + Penalty 2883.330440 = -660326.264834
  nChanged 17
		SP:Iteration 121Q (158290.520000 sec): 3 clusters
  Score: Raw -663214.920374 + Penalty 2883.330440 = -660331.589934
  nChanged 17
		SP:Iteration 122Q (158290.720000 sec): 3 clusters
  Score: Raw -663218.933689 + Penalty 2883.330440 = -660335.603249
  nChanged 15
		SP:Iteration 123Q (158290.920000 sec): 3 clusters
  Score: Raw -663222.146319 + Penalty 2883.330440 = -660338.815879
  nChanged 13
		SP:Iteration 124Q (158291.140000 sec): 3 clusters
  Score: Raw -663224.374378 + Penalty 2883.330440 = -660341.043938
  nChanged 9
		SP:Iteration 125Q (158291.360000 sec): 3 clusters
  Score: Raw -663225.630859 + Penalty 2883.330440 = -660342.300419
  nChanged 5
		SP:Iteration 126Q (158291.540000 sec): 3 clusters
  Score: Raw -663226.629114 + Penalty 2883.330440 = -660343.298674
  nChanged 6
		SP:Iteration 127Q (158291.760000 sec): 3 clusters
  Score: Raw -663227.404102 + Penalty 2883.330440 = -660344.073662
  nChanged 5
		SP:Iteration 128Q (158291.970000 sec): 3 clusters
  Score: Raw -663228.505506 + Penalty 2883.330440 = -660345.175066
  nChanged 12
		SP:Iteration 129Q (158292.130000 sec): 3 clusters
  Score: Raw -663231.545706 + Penalty 2883.330440 = -660348.215266
  nChanged 8
		SP:Iteration 130Q (158292.280000 sec): 3 clusters
  Score: Raw -663233.156222 + Penalty 2883.330440 = -660349.825782
  nChanged 7
		SP:Iteration 131Q (158292.490000 sec): 3 clusters
  Score: Raw -663234.479640 + Penalty 2883.330440 = -660351.149200
  nChanged 7
		SP:Iteration 132Q (158292.680000 sec): 3 clusters
  Score: Raw -663235.771394 + Penalty 2883.330440 = -660352.440954
  nChanged 9
		SP:Iteration 133Q (158292.880000 sec): 3 clusters
  Score: Raw -663237.289231 + Penalty 2883.330440 = -660353.958791
  nChanged 9
		SP:Iteration 134Q (158293.080000 sec): 3 clusters
  Score: Raw -663239.145024 + Penalty 2883.330440 = -660355.814584
  nChanged 8
		SP:Iteration 135Q (158293.300000 sec): 3 clusters
  Score: Raw -663240.525677 + Penalty 2883.330440 = -660357.195237
  nChanged 5
		SP:Iteration 136Q (158293.540000 sec): 3 clusters
  Score: Raw -663241.167589 + Penalty 2883.330440 = -660357.837149
  nChanged 4
		SP:Iteration 137Q (158293.700000 sec): 3 clusters
  Score: Raw -663241.681863 + Penalty 2883.330440 = -660358.351423
  nChanged 2
		SP:Iteration 138Q (158293.900000 sec): 3 clusters
  Score: Raw -663242.091220 + Penalty 2883.330440 = -660358.760780
  nChanged 3
		SP:Iteration 139Q (158294.080000 sec): 3 clusters
  Score: Raw -663242.412662 + Penalty 2883.330440 = -660359.082222
  nChanged 1
		SP:Iteration 140F (158294.310000 sec): 3 clusters
  Score: Raw -663242.803803 + Penalty 2883.330440 = -660359.473363
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 61 (1509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158294.400000 sec): 2 clusters
  Score: Raw -160507.937278 + Penalty 1189.370400 = -159318.566879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158294.570000 sec): 3 clusters
  Score: Raw -159926.140633 + Penalty 2378.740799 = -157547.399834
  nChanged 499
		SP:Iteration 1F (158294.770000 sec): 3 clusters
  Score: Raw -160295.082712 + Penalty 2378.740799 = -157916.341912
  nChanged 109
		SP:Iteration 2F (158294.980000 sec): 3 clusters
  Score: Raw -160388.513961 + Penalty 2378.740799 = -158009.773162
  nChanged 63
		SP:Iteration 3Q (158295.140000 sec): 3 clusters
  Score: Raw -160445.965692 + Penalty 2378.740799 = -158067.224893
  nChanged 55
		SP:Iteration 4Q (158295.290000 sec): 3 clusters
  Score: Raw -160493.787828 + Penalty 2378.740799 = -158115.047029
  nChanged 46
		SP:Iteration 5Q (158295.480000 sec): 3 clusters
  Score: Raw -160532.905749 + Penalty 2378.740799 = -158154.164950
  nChanged 39
		SP:Iteration 6Q (158295.630000 sec): 3 clusters
  Score: Raw -160562.207340 + Penalty 2378.740799 = -158183.466541
  nChanged 31
		SP:Iteration 7Q (158295.800000 sec): 3 clusters
  Score: Raw -160585.925534 + Penalty 2378.740799 = -158207.184735
  nChanged 24
		SP:Iteration 8Q (158295.970000 sec): 3 clusters
  Score: Raw -160609.348758 + Penalty 2378.740799 = -158230.607959
  nChanged 21
		SP:Iteration 9Q (158296.140000 sec): 3 clusters
  Score: Raw -160625.307719 + Penalty 2378.740799 = -158246.566920
  nChanged 21
		SP:Iteration 10Q (158296.340000 sec): 3 clusters
  Score: Raw -160639.167389 + Penalty 2378.740799 = -158260.426590
  nChanged 14
		SP:Iteration 11Q (158296.520000 sec): 3 clusters
  Score: Raw -160650.620875 + Penalty 2378.740799 = -158271.880076
  nChanged 12
		SP:Iteration 12Q (158296.650000 sec): 3 clusters
  Score: Raw -160656.427305 + Penalty 2378.740799 = -158277.686506
  nChanged 6
		SP:Iteration 13Q (158296.820000 sec): 3 clusters
  Score: Raw -160658.882968 + Penalty 2378.740799 = -158280.142169
  nChanged 3
		SP:Iteration 14Q (158296.990000 sec): 3 clusters
  Score: Raw -160664.479399 + Penalty 2378.740799 = -158285.738600
  nChanged 5
		SP:Iteration 15Q (158297.080000 sec): 3 clusters
  Score: Raw -160669.631016 + Penalty 2378.740799 = -158290.890217
  nChanged 4
		SP:Iteration 16Q (158297.220000 sec): 3 clusters
  Score: Raw -160674.497245 + Penalty 2378.740799 = -158295.756446
  nChanged 6
		SP:Iteration 17Q (158297.430000 sec): 3 clusters
  Score: Raw -160677.277188 + Penalty 2378.740799 = -158298.536389
  nChanged 4
		SP:Iteration 18Q (158297.600000 sec): 3 clusters
  Score: Raw -160679.395188 + Penalty 2378.740799 = -158300.654389
  nChanged 3
		SP:Iteration 19Q (158297.770000 sec): 3 clusters
  Score: Raw -160680.496499 + Penalty 2378.740799 = -158301.755700
  nChanged 2
		SP:Iteration 20F (158297.890000 sec): 3 clusters
  Score: Raw -160682.148791 + Penalty 2378.740799 = -158303.407991
  nChanged 4
		SP:Iteration 21Q (158298.060000 sec): 3 clusters
  Score: Raw -160684.873213 + Penalty 2378.740799 = -158306.132414
  nChanged 3
		SP:Iteration 22Q (158298.240000 sec): 3 clusters
  Score: Raw -160689.398611 + Penalty 2378.740799 = -158310.657812
  nChanged 5
		SP:Iteration 23Q (158298.380000 sec): 3 clusters
  Score: Raw -160691.902295 + Penalty 2378.740799 = -158313.161496
  nChanged 3
		SP:Iteration 24Q (158298.560000 sec): 3 clusters
  Score: Raw -160693.462507 + Penalty 2378.740799 = -158314.721708
  nChanged 1
		SP:Iteration 25Q (158298.710000 sec): 3 clusters
  Score: Raw -160693.743079 + Penalty 2378.740799 = -158315.002280
  nChanged 1
		SP:Iteration 26Q (158298.840000 sec): 3 clusters
  Score: Raw -160693.963681 + Penalty 2378.740799 = -158315.222882
  nChanged 0
		SP:Iteration 27F (158299.010000 sec): 3 clusters
  Score: Raw -160693.963681 + Penalty 2378.740799 = -158315.222882
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 62 (2277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158299.120000 sec): 2 clusters
  Score: Raw -228051.197525 + Penalty 1256.224786 = -226794.972739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158299.280000 sec): 3 clusters
  Score: Raw -227079.227620 + Penalty 2512.449571 = -224566.778049
  nChanged 761
		SP:Iteration 1F (158299.480000 sec): 3 clusters
  Score: Raw -227543.114681 + Penalty 2512.449571 = -225030.665110
  nChanged 181
		SP:Iteration 2F (158299.690000 sec): 3 clusters
  Score: Raw -227698.625229 + Penalty 2512.449571 = -225186.175658
  nChanged 145
		SP:Iteration 3F (158299.860000 sec): 3 clusters
  Score: Raw -227846.134146 + Penalty 2512.449571 = -225333.684574
  nChanged 141
		SP:Iteration 4F (158300.080000 sec): 3 clusters
  Score: Raw -227962.847610 + Penalty 2512.449571 = -225450.398038
  nChanged 105
		SP:Iteration 5Q (158300.270000 sec): 3 clusters
  Score: Raw -228055.557103 + Penalty 2512.449571 = -225543.107531
  nChanged 97
		SP:Iteration 6Q (158300.460000 sec): 3 clusters
  Score: Raw -228143.079859 + Penalty 2512.449571 = -225630.630287
  nChanged 81
		SP:Iteration 7Q (158300.650000 sec): 3 clusters
  Score: Raw -228219.543631 + Penalty 2512.449571 = -225707.094060
  nChanged 67
		SP:Iteration 8Q (158300.830000 sec): 3 clusters
  Score: Raw -228289.732137 + Penalty 2512.449571 = -225777.282565
  nChanged 51
		SP:Iteration 9Q (158300.980000 sec): 3 clusters
  Score: Raw -228331.953398 + Penalty 2512.449571 = -225819.503826
  nChanged 40
		SP:Iteration 10Q (158301.180000 sec): 3 clusters
  Score: Raw -228359.401269 + Penalty 2512.449571 = -225846.951698
  nChanged 30
		SP:Iteration 11Q (158301.350000 sec): 3 clusters
  Score: Raw -228377.147698 + Penalty 2512.449571 = -225864.698126
  nChanged 24
		SP:Iteration 12Q (158301.480000 sec): 3 clusters
  Score: Raw -228393.722789 + Penalty 2512.449571 = -225881.273217
  nChanged 24
		SP:Iteration 13Q (158301.650000 sec): 3 clusters
  Score: Raw -228409.552934 + Penalty 2512.449571 = -225897.103363
  nChanged 23
		SP:Iteration 14Q (158301.840000 sec): 3 clusters
  Score: Raw -228428.048879 + Penalty 2512.449571 = -225915.599307
  nChanged 25
		SP:Iteration 15Q (158302.020000 sec): 3 clusters
  Score: Raw -228452.555246 + Penalty 2512.449571 = -225940.105674
  nChanged 27
		SP:Iteration 16Q (158302.180000 sec): 3 clusters
  Score: Raw -228469.123210 + Penalty 2512.449571 = -225956.673639
  nChanged 24
		SP:Iteration 17Q (158302.370000 sec): 3 clusters
  Score: Raw -228482.675365 + Penalty 2512.449571 = -225970.225793
  nChanged 13
		SP:Iteration 18Q (158302.510000 sec): 3 clusters
  Score: Raw -228490.770961 + Penalty 2512.449571 = -225978.321389
  nChanged 10
		SP:Iteration 19Q (158302.660000 sec): 3 clusters
  Score: Raw -228495.489971 + Penalty 2512.449571 = -225983.040400
  nChanged 5
		SP:Iteration 20F (158302.850000 sec): 3 clusters
  Score: Raw -228498.559530 + Penalty 2512.449571 = -225986.109958
  nChanged 4
		SP:Iteration 21Q (158303.010000 sec): 3 clusters
  Score: Raw -228500.305620 + Penalty 2512.449571 = -225987.856048
  nChanged 0
		SP:Iteration 22F (158303.200000 sec): 3 clusters
  Score: Raw -228500.305620 + Penalty 2512.449571 = -225987.856048
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 63 (6595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158303.340000 sec): 2 clusters
  Score: Raw -715958.871152 + Penalty 1429.035898 = -714529.835254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158303.680000 sec): 3 clusters
  Score: Raw -712412.084032 + Penalty 2858.071796 = -709554.012236
  nChanged 2754
		SP:Iteration 1F (158303.890000 sec): 3 clusters
  Score: Raw -713878.946179 + Penalty 2858.071796 = -711020.874382
  nChanged 471
		SP:Iteration 2F (158304.100000 sec): 3 clusters
  Score: Raw -714137.942078 + Penalty 2858.071796 = -711279.870282
  nChanged 372
		SP:Iteration 3F (158304.290000 sec): 3 clusters
  Score: Raw -714337.612300 + Penalty 2858.071796 = -711479.540504
  nChanged 324
		SP:Iteration 4Q (158304.440000 sec): 3 clusters
  Score: Raw -714527.182598 + Penalty 2858.071796 = -711669.110801
  nChanged 331
		SP:Iteration 5F (158304.610000 sec): 3 clusters
  Score: Raw -714727.269848 + Penalty 2858.071796 = -711869.198052
  nChanged 314
		SP:Iteration 6Q (158304.830000 sec): 3 clusters
  Score: Raw -714940.746541 + Penalty 2858.071796 = -712082.674745
  nChanged 295
		SP:Iteration 7Q (158304.960000 sec): 3 clusters
  Score: Raw -715150.974978 + Penalty 2858.071796 = -712292.903182
  nChanged 291
		SP:Iteration 8Q (158305.120000 sec): 3 clusters
  Score: Raw -715341.789058 + Penalty 2858.071796 = -712483.717262
  nChanged 229
		SP:Iteration 9Q (158305.280000 sec): 3 clusters
  Score: Raw -715488.220362 + Penalty 2858.071796 = -712630.148566
  nChanged 195
		SP:Iteration 10Q (158305.440000 sec): 3 clusters
  Score: Raw -715616.196591 + Penalty 2858.071796 = -712758.124795
  nChanged 177
		SP:Iteration 11Q (158305.600000 sec): 3 clusters
  Score: Raw -715734.905999 + Penalty 2858.071796 = -712876.834203
  nChanged 162
		SP:Iteration 12Q (158305.770000 sec): 3 clusters
  Score: Raw -715842.036346 + Penalty 2858.071796 = -712983.964550
  nChanged 124
		SP:Iteration 13Q (158305.940000 sec): 3 clusters
  Score: Raw -715922.733666 + Penalty 2858.071796 = -713064.661870
  nChanged 114
		SP:Iteration 14Q (158306.120000 sec): 3 clusters
  Score: Raw -716000.335160 + Penalty 2858.071796 = -713142.263364
  nChanged 101
		SP:Iteration 15Q (158306.260000 sec): 3 clusters
  Score: Raw -716065.265588 + Penalty 2858.071796 = -713207.193792
  nChanged 88
		SP:Iteration 16Q (158306.400000 sec): 3 clusters
  Score: Raw -716113.188654 + Penalty 2858.071796 = -713255.116858
  nChanged 68
		SP:Iteration 17Q (158306.540000 sec): 3 clusters
  Score: Raw -716147.695971 + Penalty 2858.071796 = -713289.624174
  nChanged 64
		SP:Iteration 18Q (158306.680000 sec): 3 clusters
  Score: Raw -716178.759068 + Penalty 2858.071796 = -713320.687271
  nChanged 48
		SP:Iteration 19Q (158306.820000 sec): 3 clusters
  Score: Raw -716202.337942 + Penalty 2858.071796 = -713344.266146
  nChanged 60
		SP:Iteration 20F (158306.980000 sec): 3 clusters
  Score: Raw -716230.748411 + Penalty 2858.071796 = -713372.676615
  nChanged 38
		SP:Iteration 21Q (158307.180000 sec): 3 clusters
  Score: Raw -716246.644801 + Penalty 2858.071796 = -713388.573004
  nChanged 28
		SP:Iteration 22Q (158307.300000 sec): 3 clusters
  Score: Raw -716255.679261 + Penalty 2858.071796 = -713397.607464
  nChanged 24
		SP:Iteration 23Q (158307.470000 sec): 3 clusters
  Score: Raw -716263.636436 + Penalty 2858.071796 = -713405.564639
  nChanged 24
		SP:Iteration 24Q (158307.640000 sec): 3 clusters
  Score: Raw -716276.073973 + Penalty 2858.071796 = -713418.002177
  nChanged 22
		SP:Iteration 25Q (158307.830000 sec): 3 clusters
  Score: Raw -716283.880329 + Penalty 2858.071796 = -713425.808533
  nChanged 15
		SP:Iteration 26Q (158308.060000 sec): 3 clusters
  Score: Raw -716288.489891 + Penalty 2858.071796 = -713430.418095
  nChanged 12
		SP:Iteration 27Q (158308.230000 sec): 3 clusters
  Score: Raw -716292.108149 + Penalty 2858.071796 = -713434.036353
  nChanged 12
		SP:Iteration 28Q (158308.420000 sec): 3 clusters
  Score: Raw -716296.494245 + Penalty 2858.071796 = -713438.422449
  nChanged 11
		SP:Iteration 29Q (158308.620000 sec): 3 clusters
  Score: Raw -716299.428123 + Penalty 2858.071796 = -713441.356327
  nChanged 9
		SP:Iteration 30Q (158308.810000 sec): 3 clusters
  Score: Raw -716302.795569 + Penalty 2858.071796 = -713444.723773
  nChanged 8
		SP:Iteration 31Q (158309.020000 sec): 3 clusters
  Score: Raw -716305.178513 + Penalty 2858.071796 = -713447.106717
  nChanged 6
		SP:Iteration 32Q (158309.270000 sec): 3 clusters
  Score: Raw -716307.323969 + Penalty 2858.071796 = -713449.252173
  nChanged 9
		SP:Iteration 33Q (158309.490000 sec): 3 clusters
  Score: Raw -716310.086092 + Penalty 2858.071796 = -713452.014296
  nChanged 10
		SP:Iteration 34Q (158309.720000 sec): 3 clusters
  Score: Raw -716313.657460 + Penalty 2858.071796 = -713455.585664
  nChanged 5
		SP:Iteration 35Q (158309.930000 sec): 3 clusters
  Score: Raw -716315.113069 + Penalty 2858.071796 = -713457.041272
  nChanged 6
		SP:Iteration 36Q (158310.120000 sec): 3 clusters
  Score: Raw -716317.369087 + Penalty 2858.071796 = -713459.297291
  nChanged 6
		SP:Iteration 37Q (158310.380000 sec): 3 clusters
  Score: Raw -716318.792576 + Penalty 2858.071796 = -713460.720780
  nChanged 5
		SP:Iteration 38Q (158310.610000 sec): 3 clusters
  Score: Raw -716320.175747 + Penalty 2858.071796 = -713462.103951
  nChanged 3
		SP:Iteration 39Q (158310.830000 sec): 3 clusters
  Score: Raw -716320.718596 + Penalty 2858.071796 = -713462.646800
  nChanged 1
		SP:Iteration 40F (158311.030000 sec): 3 clusters
  Score: Raw -716320.830792 + Penalty 2858.071796 = -713462.758995
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 64 (6085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158311.140000 sec): 2 clusters
  Score: Raw -571990.103946 + Penalty 1415.957076 = -570574.146871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158311.340000 sec): 3 clusters
  Score: Raw -568798.167140 + Penalty 2831.914152 = -565966.252988
  nChanged 2526
		SP:Iteration 1F (158311.500000 sec): 3 clusters
  Score: Raw -570391.055569 + Penalty 2831.914152 = -567559.141418
  nChanged 513
		SP:Iteration 2F (158311.670000 sec): 3 clusters
  Score: Raw -570698.390604 + Penalty 2831.914152 = -567866.476452
  nChanged 360
		SP:Iteration 3F (158311.830000 sec): 3 clusters
  Score: Raw -570900.795138 + Penalty 2831.914152 = -568068.880987
  nChanged 296
		SP:Iteration 4Q (158312.010000 sec): 3 clusters
  Score: Raw -571072.532945 + Penalty 2831.914152 = -568240.618793
  nChanged 268
		SP:Iteration 5Q (158312.180000 sec): 3 clusters
  Score: Raw -571231.139756 + Penalty 2831.914152 = -568399.225604
  nChanged 238
		SP:Iteration 6Q (158312.360000 sec): 3 clusters
  Score: Raw -571364.384992 + Penalty 2831.914152 = -568532.470840
  nChanged 195
		SP:Iteration 7Q (158312.550000 sec): 3 clusters
  Score: Raw -571470.947612 + Penalty 2831.914152 = -568639.033460
  nChanged 170
		SP:Iteration 8Q (158312.770000 sec): 3 clusters
  Score: Raw -571570.626509 + Penalty 2831.914152 = -568738.712357
  nChanged 167
		SP:Iteration 9Q (158312.980000 sec): 3 clusters
  Score: Raw -571689.367981 + Penalty 2831.914152 = -568857.453830
  nChanged 148
		SP:Iteration 10Q (158313.160000 sec): 3 clusters
  Score: Raw -571788.463431 + Penalty 2831.914152 = -568956.549280
  nChanged 122
		SP:Iteration 11Q (158313.330000 sec): 3 clusters
  Score: Raw -571859.275162 + Penalty 2831.914152 = -569027.361010
  nChanged 112
		SP:Iteration 12Q (158313.500000 sec): 3 clusters
  Score: Raw -571918.072503 + Penalty 2831.914152 = -569086.158351
  nChanged 90
		SP:Iteration 13Q (158313.690000 sec): 3 clusters
  Score: Raw -571960.645536 + Penalty 2831.914152 = -569128.731384
  nChanged 79
		SP:Iteration 14Q (158313.840000 sec): 3 clusters
  Score: Raw -571999.510923 + Penalty 2831.914152 = -569167.596771
  nChanged 69
		SP:Iteration 15Q (158314.020000 sec): 3 clusters
  Score: Raw -572035.038148 + Penalty 2831.914152 = -569203.123996
  nChanged 55
		SP:Iteration 16Q (158314.210000 sec): 3 clusters
  Score: Raw -572069.345056 + Penalty 2831.914152 = -569237.430904
  nChanged 54
		SP:Iteration 17Q (158314.400000 sec): 3 clusters
  Score: Raw -572098.482904 + Penalty 2831.914152 = -569266.568753
  nChanged 51
		SP:Iteration 18Q (158314.600000 sec): 3 clusters
  Score: Raw -572122.046937 + Penalty 2831.914152 = -569290.132785
  nChanged 36
		SP:Iteration 19Q (158314.900000 sec): 3 clusters
  Score: Raw -572138.062818 + Penalty 2831.914152 = -569306.148667
  nChanged 21
		SP:Iteration 20F (158315.170000 sec): 3 clusters
  Score: Raw -572144.101905 + Penalty 2831.914152 = -569312.187754
  nChanged 16
		SP:Iteration 21Q (158315.420000 sec): 3 clusters
  Score: Raw -572151.348788 + Penalty 2831.914152 = -569319.434636
  nChanged 26
		SP:Iteration 22Q (158315.600000 sec): 3 clusters
  Score: Raw -572162.084832 + Penalty 2831.914152 = -569330.170681
  nChanged 21
		SP:Iteration 23Q (158315.790000 sec): 3 clusters
  Score: Raw -572170.046968 + Penalty 2831.914152 = -569338.132816
  nChanged 13
		SP:Iteration 24Q (158316.030000 sec): 3 clusters
  Score: Raw -572175.088086 + Penalty 2831.914152 = -569343.173934
  nChanged 6
		SP:Iteration 25Q (158316.180000 sec): 3 clusters
  Score: Raw -572176.674743 + Penalty 2831.914152 = -569344.760591
  nChanged 8
		SP:Iteration 26Q (158316.400000 sec): 3 clusters
  Score: Raw -572180.204720 + Penalty 2831.914152 = -569348.290568
  nChanged 8
		SP:Iteration 27Q (158316.580000 sec): 3 clusters
  Score: Raw -572183.568172 + Penalty 2831.914152 = -569351.654020
  nChanged 11
		SP:Iteration 28Q (158316.760000 sec): 3 clusters
  Score: Raw -572187.738479 + Penalty 2831.914152 = -569355.824327
  nChanged 15
		SP:Iteration 29Q (158316.990000 sec): 3 clusters
  Score: Raw -572193.256336 + Penalty 2831.914152 = -569361.342184
  nChanged 19
		SP:Iteration 30Q (158317.180000 sec): 3 clusters
  Score: Raw -572204.596155 + Penalty 2831.914152 = -569372.682004
  nChanged 18
		SP:Iteration 31Q (158317.370000 sec): 3 clusters
  Score: Raw -572216.339635 + Penalty 2831.914152 = -569384.425483
  nChanged 21
		SP:Iteration 32Q (158317.600000 sec): 3 clusters
  Score: Raw -572228.251557 + Penalty 2831.914152 = -569396.337405
  nChanged 23
		SP:Iteration 33Q (158317.800000 sec): 3 clusters
  Score: Raw -572239.713536 + Penalty 2831.914152 = -569407.799385
  nChanged 23
		SP:Iteration 34Q (158317.990000 sec): 3 clusters
  Score: Raw -572258.756691 + Penalty 2831.914152 = -569426.842539
  nChanged 27
		SP:Iteration 35Q (158318.190000 sec): 3 clusters
  Score: Raw -572277.301203 + Penalty 2831.914152 = -569445.387052
  nChanged 23
		SP:Iteration 36Q (158318.380000 sec): 3 clusters
  Score: Raw -572291.035485 + Penalty 2831.914152 = -569459.121333
  nChanged 17
		SP:Iteration 37Q (158318.590000 sec): 3 clusters
  Score: Raw -572300.720127 + Penalty 2831.914152 = -569468.805975
  nChanged 14
		SP:Iteration 38Q (158318.780000 sec): 3 clusters
  Score: Raw -572308.221457 + Penalty 2831.914152 = -569476.307305
  nChanged 16
		SP:Iteration 39Q (158318.990000 sec): 3 clusters
  Score: Raw -572319.202911 + Penalty 2831.914152 = -569487.288759
  nChanged 10
		SP:Iteration 40F (158319.190000 sec): 3 clusters
  Score: Raw -572325.693341 + Penalty 2831.914152 = -569493.779189
  nChanged 10
		SP:Iteration 41Q (158319.470000 sec): 3 clusters
  Score: Raw -572331.888211 + Penalty 2831.914152 = -569499.974060
  nChanged 7
		SP:Iteration 42Q (158319.730000 sec): 3 clusters
  Score: Raw -572335.211289 + Penalty 2831.914152 = -569503.297137
  nChanged 6
		SP:Iteration 43Q (158319.940000 sec): 3 clusters
  Score: Raw -572336.735299 + Penalty 2831.914152 = -569504.821147
  nChanged 2
		SP:Iteration 44Q (158320.160000 sec): 3 clusters
  Score: Raw -572337.536501 + Penalty 2831.914152 = -569505.622349
  nChanged 0
		SP:Iteration 45F (158320.400000 sec): 3 clusters
  Score: Raw -572337.536501 + Penalty 2831.914152 = -569505.622349
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 65 (10898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158320.550000 sec): 2 clusters
  Score: Raw -1103679.227318 + Penalty 1510.654367 = -1102168.572951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158320.870000 sec): 3 clusters
  Score: Raw -1097509.270833 + Penalty 3021.308734 = -1094487.962099
  nChanged 4674
		SP:Iteration 1F (158321.100000 sec): 3 clusters
  Score: Raw -1099957.554511 + Penalty 3021.308734 = -1096936.245778
  nChanged 648
		SP:Iteration 2F (158321.390000 sec): 3 clusters
  Score: Raw -1100235.445444 + Penalty 3021.308734 = -1097214.136711
  nChanged 596
		SP:Iteration 3F (158321.610000 sec): 3 clusters
  Score: Raw -1100503.090104 + Penalty 3021.308734 = -1097481.781371
  nChanged 566
		SP:Iteration 4F (158321.840000 sec): 3 clusters
  Score: Raw -1100774.892669 + Penalty 3021.308734 = -1097753.583935
  nChanged 531
		SP:Iteration 5Q (158322.110000 sec): 3 clusters
  Score: Raw -1101060.767644 + Penalty 3021.308734 = -1098039.458910
  nChanged 541
		SP:Iteration 6Q (158322.340000 sec): 3 clusters
  Score: Raw -1101386.245466 + Penalty 3021.308734 = -1098364.936732
  nChanged 564
		SP:Iteration 7F (158322.580000 sec): 3 clusters
  Score: Raw -1101778.429208 + Penalty 3021.308734 = -1098757.120474
  nChanged 570
		SP:Iteration 8F (158322.860000 sec): 3 clusters
  Score: Raw -1102164.438261 + Penalty 3021.308734 = -1099143.129527
  nChanged 506
		SP:Iteration 9Q (158323.160000 sec): 3 clusters
  Score: Raw -1102520.468094 + Penalty 3021.308734 = -1099499.159360
  nChanged 470
		SP:Iteration 10Q (158323.430000 sec): 3 clusters
  Score: Raw -1102855.635623 + Penalty 3021.308734 = -1099834.326890
  nChanged 398
		SP:Iteration 11Q (158323.730000 sec): 3 clusters
  Score: Raw -1103111.400865 + Penalty 3021.308734 = -1100090.092131
  nChanged 316
		SP:Iteration 12Q (158323.990000 sec): 3 clusters
  Score: Raw -1103270.174293 + Penalty 3021.308734 = -1100248.865559
  nChanged 258
		SP:Iteration 13Q (158324.270000 sec): 3 clusters
  Score: Raw -1103374.613121 + Penalty 3021.308734 = -1100353.304388
  nChanged 171
		SP:Iteration 14Q (158324.520000 sec): 3 clusters
  Score: Raw -1103429.178269 + Penalty 3021.308734 = -1100407.869536
  nChanged 121
		SP:Iteration 15Q (158324.830000 sec): 3 clusters
  Score: Raw -1103463.967412 + Penalty 3021.308734 = -1100442.658678
  nChanged 96
		SP:Iteration 16Q (158325.030000 sec): 3 clusters
  Score: Raw -1103488.572575 + Penalty 3021.308734 = -1100467.263842
  nChanged 69
		SP:Iteration 17Q (158325.290000 sec): 3 clusters
  Score: Raw -1103502.576409 + Penalty 3021.308734 = -1100481.267675
  nChanged 61
		SP:Iteration 18Q (158325.530000 sec): 3 clusters
  Score: Raw -1103517.788122 + Penalty 3021.308734 = -1100496.479389
  nChanged 56
		SP:Iteration 19Q (158325.810000 sec): 3 clusters
  Score: Raw -1103530.247502 + Penalty 3021.308734 = -1100508.938768
  nChanged 47
		SP:Iteration 20F (158326.030000 sec): 3 clusters
  Score: Raw -1103539.364500 + Penalty 3021.308734 = -1100518.055767
  nChanged 50
		SP:Iteration 21Q (158326.250000 sec): 3 clusters
  Score: Raw -1103552.283906 + Penalty 3021.308734 = -1100530.975173
  nChanged 73
		SP:Iteration 22Q (158326.490000 sec): 3 clusters
  Score: Raw -1103575.194175 + Penalty 3021.308734 = -1100553.885441
  nChanged 69
		SP:Iteration 23Q (158326.730000 sec): 3 clusters
  Score: Raw -1103604.532166 + Penalty 3021.308734 = -1100583.223432
  nChanged 84
		SP:Iteration 24Q (158326.940000 sec): 3 clusters
  Score: Raw -1103648.447159 + Penalty 3021.308734 = -1100627.138425
  nChanged 98
		SP:Iteration 25Q (158327.200000 sec): 3 clusters
  Score: Raw -1103713.901423 + Penalty 3021.308734 = -1100692.592689
  nChanged 108
		SP:Iteration 26Q (158327.480000 sec): 3 clusters
  Score: Raw -1103794.871015 + Penalty 3021.308734 = -1100773.562282
  nChanged 123
		SP:Iteration 27Q (158327.660000 sec): 3 clusters
  Score: Raw -1103863.650865 + Penalty 3021.308734 = -1100842.342131
  nChanged 101
		SP:Iteration 28Q (158327.910000 sec): 3 clusters
  Score: Raw -1103899.781803 + Penalty 3021.308734 = -1100878.473069
  nChanged 85
		SP:Iteration 29Q (158328.120000 sec): 3 clusters
  Score: Raw -1103930.959495 + Penalty 3021.308734 = -1100909.650761
  nChanged 76
		SP:Iteration 30Q (158328.390000 sec): 3 clusters
  Score: Raw -1103954.282149 + Penalty 3021.308734 = -1100932.973416
  nChanged 69
		SP:Iteration 31Q (158328.570000 sec): 3 clusters
  Score: Raw -1103973.480982 + Penalty 3021.308734 = -1100952.172248
  nChanged 57
		SP:Iteration 32Q (158328.830000 sec): 3 clusters
  Score: Raw -1103987.497109 + Penalty 3021.308734 = -1100966.188376
  nChanged 38
		SP:Iteration 33Q (158329.070000 sec): 3 clusters
  Score: Raw -1103995.904062 + Penalty 3021.308734 = -1100974.595328
  nChanged 29
		SP:Iteration 34Q (158329.320000 sec): 3 clusters
  Score: Raw -1104000.772188 + Penalty 3021.308734 = -1100979.463454
  nChanged 20
		SP:Iteration 35Q (158329.570000 sec): 3 clusters
  Score: Raw -1104003.879304 + Penalty 3021.308734 = -1100982.570571
  nChanged 21
		SP:Iteration 36Q (158329.850000 sec): 3 clusters
  Score: Raw -1104007.835348 + Penalty 3021.308734 = -1100986.526615
  nChanged 19
		SP:Iteration 37Q (158330.150000 sec): 3 clusters
  Score: Raw -1104010.761976 + Penalty 3021.308734 = -1100989.453242
  nChanged 20
		SP:Iteration 38Q (158330.370000 sec): 3 clusters
  Score: Raw -1104013.936070 + Penalty 3021.308734 = -1100992.627336
  nChanged 10
		SP:Iteration 39Q (158330.580000 sec): 3 clusters
  Score: Raw -1104014.982801 + Penalty 3021.308734 = -1100993.674067
  nChanged 8
		SP:Iteration 40F (158330.820000 sec): 3 clusters
  Score: Raw -1104015.707276 + Penalty 3021.308734 = -1100994.398543
  nChanged 10
		SP:Iteration 41Q (158331.100000 sec): 3 clusters
  Score: Raw -1104016.737204 + Penalty 3021.308734 = -1100995.428471
  nChanged 6
		SP:Iteration 42Q (158331.340000 sec): 3 clusters
  Score: Raw -1104017.405255 + Penalty 3021.308734 = -1100996.096522
  nChanged 5
		SP:Iteration 43Q (158331.550000 sec): 3 clusters
  Score: Raw -1104018.273537 + Penalty 3021.308734 = -1100996.964803
  nChanged 9
		SP:Iteration 44Q (158331.790000 sec): 3 clusters
  Score: Raw -1104019.325496 + Penalty 3021.308734 = -1100998.016762
  nChanged 9
		SP:Iteration 45Q (158332.050000 sec): 3 clusters
  Score: Raw -1104020.487213 + Penalty 3021.308734 = -1100999.178479
  nChanged 2
		SP:Iteration 46Q (158332.230000 sec): 3 clusters
  Score: Raw -1104020.593101 + Penalty 3021.308734 = -1100999.284368
  nChanged 1
		SP:Iteration 47Q (158332.420000 sec): 3 clusters
  Score: Raw -1104020.644411 + Penalty 3021.308734 = -1100999.335677
  nChanged 1
		SP:Iteration 48Q (158332.670000 sec): 3 clusters
  Score: Raw -1104020.760265 + Penalty 3021.308734 = -1100999.451531
  nChanged 2
		SP:Iteration 49Q (158332.870000 sec): 3 clusters
  Score: Raw -1104020.932126 + Penalty 3021.308734 = -1100999.623393
  nChanged 0
		SP:Iteration 50F (158333.120000 sec): 3 clusters
  Score: Raw -1104020.932126 + Penalty 3021.308734 = -1100999.623393
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 66 (3598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158333.240000 sec): 2 clusters
  Score: Raw -373584.805100 + Penalty 1330.571680 = -372254.233420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158333.470000 sec): 3 clusters
  Score: Raw -371893.982035 + Penalty 2661.143360 = -369232.838675
  nChanged 1375
		SP:Iteration 1F (158333.660000 sec): 3 clusters
  Score: Raw -372713.916867 + Penalty 2661.143360 = -370052.773507
  nChanged 312
		SP:Iteration 2F (158333.810000 sec): 3 clusters
  Score: Raw -372985.900905 + Penalty 2661.143360 = -370324.757546
  nChanged 268
		SP:Iteration 3F (158333.950000 sec): 3 clusters
  Score: Raw -373226.467947 + Penalty 2661.143360 = -370565.324587
  nChanged 254
		SP:Iteration 4F (158334.140000 sec): 3 clusters
  Score: Raw -373458.224702 + Penalty 2661.143360 = -370797.081342
  nChanged 228
		SP:Iteration 5F (158334.290000 sec): 3 clusters
  Score: Raw -373662.018159 + Penalty 2661.143360 = -371000.874799
  nChanged 187
		SP:Iteration 6F (158334.440000 sec): 3 clusters
  Score: Raw -373821.658900 + Penalty 2661.143360 = -371160.515540
  nChanged 120
		SP:Iteration 7Q (158334.570000 sec): 3 clusters
  Score: Raw -373908.795218 + Penalty 2661.143360 = -371247.651858
  nChanged 90
		SP:Iteration 8Q (158334.710000 sec): 3 clusters
  Score: Raw -373979.531789 + Penalty 2661.143360 = -371318.388430
  nChanged 75
		SP:Iteration 9Q (158334.840000 sec): 3 clusters
  Score: Raw -374023.111715 + Penalty 2661.143360 = -371361.968356
  nChanged 57
		SP:Iteration 10Q (158335.020000 sec): 3 clusters
  Score: Raw -374054.728527 + Penalty 2661.143360 = -371393.585168
  nChanged 41
		SP:Iteration 11Q (158335.230000 sec): 3 clusters
  Score: Raw -374076.163265 + Penalty 2661.143360 = -371415.019905
  nChanged 33
		SP:Iteration 12Q (158335.480000 sec): 3 clusters
  Score: Raw -374091.600879 + Penalty 2661.143360 = -371430.457519
  nChanged 23
		SP:Iteration 13Q (158335.650000 sec): 3 clusters
  Score: Raw -374101.629768 + Penalty 2661.143360 = -371440.486408
  nChanged 18
		SP:Iteration 14Q (158335.790000 sec): 3 clusters
  Score: Raw -374108.266532 + Penalty 2661.143360 = -371447.123173
  nChanged 11
		SP:Iteration 15Q (158335.980000 sec): 3 clusters
  Score: Raw -374111.727001 + Penalty 2661.143360 = -371450.583641
  nChanged 7
		SP:Iteration 16Q (158336.160000 sec): 3 clusters
  Score: Raw -374114.898253 + Penalty 2661.143360 = -371453.754893
  nChanged 5
		SP:Iteration 17Q (158336.270000 sec): 3 clusters
  Score: Raw -374116.735617 + Penalty 2661.143360 = -371455.592258
  nChanged 3
		SP:Iteration 18Q (158336.470000 sec): 3 clusters
  Score: Raw -374117.446262 + Penalty 2661.143360 = -371456.302902
  nChanged 2
		SP:Iteration 19Q (158336.640000 sec): 3 clusters
  Score: Raw -374117.823755 + Penalty 2661.143360 = -371456.680395
  nChanged 2
		SP:Iteration 20F (158336.770000 sec): 3 clusters
  Score: Raw -374118.489871 + Penalty 2661.143360 = -371457.346511
  nChanged 3
		SP:Iteration 21Q (158336.920000 sec): 3 clusters
  Score: Raw -374119.253584 + Penalty 2661.143360 = -371458.110224
  nChanged 2
		SP:Iteration 22Q (158337.140000 sec): 3 clusters
  Score: Raw -374119.786010 + Penalty 2661.143360 = -371458.642650
  nChanged 3
		SP:Iteration 23Q (158337.290000 sec): 3 clusters
  Score: Raw -374120.743609 + Penalty 2661.143360 = -371459.600250
  nChanged 1
		SP:Iteration 24Q (158337.470000 sec): 3 clusters
  Score: Raw -374121.104173 + Penalty 2661.143360 = -371459.960813
  nChanged 2
		SP:Iteration 25Q (158337.650000 sec): 3 clusters
  Score: Raw -374121.798168 + Penalty 2661.143360 = -371460.654809
  nChanged 4
		SP:Iteration 26Q (158337.800000 sec): 3 clusters
  Score: Raw -374123.077557 + Penalty 2661.143360 = -371461.934198
  nChanged 6
		SP:Iteration 27Q (158338.030000 sec): 3 clusters
  Score: Raw -374125.405979 + Penalty 2661.143360 = -371464.262619
  nChanged 4
		SP:Iteration 28Q (158338.200000 sec): 3 clusters
  Score: Raw -374126.562543 + Penalty 2661.143360 = -371465.419183
  nChanged 7
		SP:Iteration 29Q (158338.420000 sec): 3 clusters
  Score: Raw -374128.955812 + Penalty 2661.143360 = -371467.812452
  nChanged 6
		SP:Iteration 30Q (158338.610000 sec): 3 clusters
  Score: Raw -374130.355151 + Penalty 2661.143360 = -371469.211791
  nChanged 3
		SP:Iteration 31Q (158338.810000 sec): 3 clusters
  Score: Raw -374130.812351 + Penalty 2661.143360 = -371469.668991
  nChanged 1
		SP:Iteration 32Q (158339.030000 sec): 3 clusters
  Score: Raw -374131.097396 + Penalty 2661.143360 = -371469.954037
  nChanged 2
		SP:Iteration 33Q (158339.250000 sec): 3 clusters
  Score: Raw -374131.895039 + Penalty 2661.143360 = -371470.751679
  nChanged 1
		SP:Iteration 34Q (158339.420000 sec): 3 clusters
  Score: Raw -374132.233262 + Penalty 2661.143360 = -371471.089902
  nChanged 1
		SP:Iteration 35Q (158339.590000 sec): 3 clusters
  Score: Raw -374132.493828 + Penalty 2661.143360 = -371471.350468
  nChanged 0
		SP:Iteration 36F (158339.760000 sec): 3 clusters
  Score: Raw -374132.493828 + Penalty 2661.143360 = -371471.350468
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 67 (16680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158339.930000 sec): 2 clusters
  Score: Raw -1766404.103694 + Penalty 1579.819422 = -1764824.284272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158340.170000 sec): 3 clusters
  Score: Raw -1756490.472782 + Penalty 3159.638845 = -1753330.833937
  nChanged 7468
		SP:Iteration 1F (158340.430000 sec): 3 clusters
  Score: Raw -1760544.441844 + Penalty 3159.638845 = -1757384.802999
  nChanged 789
		SP:Iteration 2Q (158340.690000 sec): 3 clusters
  Score: Raw -1760789.771544 + Penalty 3159.638845 = -1757630.132699
  nChanged 699
		SP:Iteration 3Q (158340.920000 sec): 3 clusters
  Score: Raw -1761018.775366 + Penalty 3159.638845 = -1757859.136521
  nChanged 645
		SP:Iteration 4Q (158341.160000 sec): 3 clusters
  Score: Raw -1761239.355196 + Penalty 3159.638845 = -1758079.716352
  nChanged 602
		SP:Iteration 5Q (158341.390000 sec): 3 clusters
  Score: Raw -1761448.872313 + Penalty 3159.638845 = -1758289.233468
  nChanged 585
		SP:Iteration 6Q (158341.690000 sec): 3 clusters
  Score: Raw -1761646.115904 + Penalty 3159.638845 = -1758486.477060
  nChanged 561
		SP:Iteration 7Q (158341.980000 sec): 3 clusters
  Score: Raw -1761844.901326 + Penalty 3159.638845 = -1758685.262481
  nChanged 562
		SP:Iteration 8Q (158342.230000 sec): 3 clusters
  Score: Raw -1762037.926395 + Penalty 3159.638845 = -1758878.287550
  nChanged 533
		SP:Iteration 9Q (158342.540000 sec): 3 clusters
  Score: Raw -1762246.406048 + Penalty 3159.638845 = -1759086.767203
  nChanged 557
		SP:Iteration 10Q (158342.810000 sec): 3 clusters
  Score: Raw -1762487.238563 + Penalty 3159.638845 = -1759327.599718
  nChanged 573
		SP:Iteration 11Q (158343.100000 sec): 3 clusters
  Score: Raw -1762735.330704 + Penalty 3159.638845 = -1759575.691860
  nChanged 579
		SP:Iteration 12Q (158343.380000 sec): 3 clusters
  Score: Raw -1763014.615789 + Penalty 3159.638845 = -1759854.976944
  nChanged 577
		SP:Iteration 13Q (158343.690000 sec): 3 clusters
  Score: Raw -1763293.398421 + Penalty 3159.638845 = -1760133.759576
  nChanged 555
		SP:Iteration 14Q (158343.950000 sec): 3 clusters
  Score: Raw -1763548.610467 + Penalty 3159.638845 = -1760388.971622
  nChanged 537
		SP:Iteration 15Q (158344.200000 sec): 3 clusters
  Score: Raw -1763789.712423 + Penalty 3159.638845 = -1760630.073579
  nChanged 508
		SP:Iteration 16Q (158344.450000 sec): 3 clusters
  Score: Raw -1764022.387504 + Penalty 3159.638845 = -1760862.748659
  nChanged 478
		SP:Iteration 17Q (158344.690000 sec): 3 clusters
  Score: Raw -1764232.733388 + Penalty 3159.638845 = -1761073.094544
  nChanged 441
		SP:Iteration 18Q (158345.000000 sec): 3 clusters
  Score: Raw -1764429.202280 + Penalty 3159.638845 = -1761269.563436
  nChanged 392
		SP:Iteration 19Q (158345.260000 sec): 3 clusters
  Score: Raw -1764618.124045 + Penalty 3159.638845 = -1761458.485200
  nChanged 353
		SP:Iteration 20F (158345.490000 sec): 3 clusters
  Score: Raw -1764790.902624 + Penalty 3159.638845 = -1761631.263779
  nChanged 307
		SP:Iteration 21Q (158345.780000 sec): 3 clusters
  Score: Raw -1764939.962326 + Penalty 3159.638845 = -1761780.323481
  nChanged 279
		SP:Iteration 22Q (158346.010000 sec): 3 clusters
  Score: Raw -1765075.051615 + Penalty 3159.638845 = -1761915.412770
  nChanged 256
		SP:Iteration 23Q (158346.260000 sec): 3 clusters
  Score: Raw -1765210.877856 + Penalty 3159.638845 = -1762051.239011
  nChanged 250
		SP:Iteration 24Q (158346.520000 sec): 3 clusters
  Score: Raw -1765336.586794 + Penalty 3159.638845 = -1762176.947950
  nChanged 221
		SP:Iteration 25Q (158346.750000 sec): 3 clusters
  Score: Raw -1765446.621889 + Penalty 3159.638845 = -1762286.983044
  nChanged 235
		SP:Iteration 26Q (158346.980000 sec): 3 clusters
  Score: Raw -1765566.814725 + Penalty 3159.638845 = -1762407.175880
  nChanged 228
		SP:Iteration 27Q (158347.170000 sec): 3 clusters
  Score: Raw -1765683.559775 + Penalty 3159.638845 = -1762523.920931
  nChanged 231
		SP:Iteration 28Q (158347.450000 sec): 3 clusters
  Score: Raw -1765812.660748 + Penalty 3159.638845 = -1762653.021903
  nChanged 206
		SP:Iteration 29Q (158347.650000 sec): 3 clusters
  Score: Raw -1765931.391900 + Penalty 3159.638845 = -1762771.753055
  nChanged 169
		SP:Iteration 30Q (158347.920000 sec): 3 clusters
  Score: Raw -1766024.059004 + Penalty 3159.638845 = -1762864.420160
  nChanged 174
		SP:Iteration 31Q (158348.140000 sec): 3 clusters
  Score: Raw -1766124.458031 + Penalty 3159.638845 = -1762964.819186
  nChanged 156
		SP:Iteration 32Q (158348.360000 sec): 3 clusters
  Score: Raw -1766218.039948 + Penalty 3159.638845 = -1763058.401104
  nChanged 124
		SP:Iteration 33Q (158348.630000 sec): 3 clusters
  Score: Raw -1766291.355983 + Penalty 3159.638845 = -1763131.717138
  nChanged 109
		SP:Iteration 34Q (158348.870000 sec): 3 clusters
  Score: Raw -1766355.478471 + Penalty 3159.638845 = -1763195.839626
  nChanged 85
		SP:Iteration 35Q (158349.090000 sec): 3 clusters
  Score: Raw -1766406.049657 + Penalty 3159.638845 = -1763246.410813
  nChanged 73
		SP:Iteration 36Q (158349.370000 sec): 3 clusters
  Score: Raw -1766452.085372 + Penalty 3159.638845 = -1763292.446527
  nChanged 61
		SP:Iteration 37Q (158349.630000 sec): 3 clusters
  Score: Raw -1766490.729792 + Penalty 3159.638845 = -1763331.090948
  nChanged 45
		SP:Iteration 38Q (158349.930000 sec): 3 clusters
  Score: Raw -1766517.930217 + Penalty 3159.638845 = -1763358.291372
  nChanged 30
		SP:Iteration 39Q (158350.170000 sec): 3 clusters
  Score: Raw -1766536.653718 + Penalty 3159.638845 = -1763377.014874
  nChanged 32
		SP:Iteration 40F (158350.430000 sec): 3 clusters
  Score: Raw -1766554.685621 + Penalty 3159.638845 = -1763395.046776
  nChanged 32
		SP:Iteration 41Q (158350.680000 sec): 3 clusters
  Score: Raw -1766574.725720 + Penalty 3159.638845 = -1763415.086875
  nChanged 25
		SP:Iteration 42Q (158350.980000 sec): 3 clusters
  Score: Raw -1766586.621672 + Penalty 3159.638845 = -1763426.982827
  nChanged 12
		SP:Iteration 43Q (158351.210000 sec): 3 clusters
  Score: Raw -1766591.636697 + Penalty 3159.638845 = -1763431.997852
  nChanged 12
		SP:Iteration 44Q (158351.430000 sec): 3 clusters
  Score: Raw -1766597.317863 + Penalty 3159.638845 = -1763437.679019
  nChanged 15
		SP:Iteration 45Q (158351.740000 sec): 3 clusters
  Score: Raw -1766605.323180 + Penalty 3159.638845 = -1763445.684335
  nChanged 11
		SP:Iteration 46Q (158352.000000 sec): 3 clusters
  Score: Raw -1766610.877214 + Penalty 3159.638845 = -1763451.238370
  nChanged 12
		SP:Iteration 47Q (158352.280000 sec): 3 clusters
  Score: Raw -1766615.946251 + Penalty 3159.638845 = -1763456.307406
  nChanged 8
		SP:Iteration 48Q (158352.550000 sec): 3 clusters
  Score: Raw -1766619.751286 + Penalty 3159.638845 = -1763460.112442
  nChanged 8
		SP:Iteration 49Q (158352.840000 sec): 3 clusters
  Score: Raw -1766622.315131 + Penalty 3159.638845 = -1763462.676286
  nChanged 5
		SP:Iteration 50Q (158353.050000 sec): 3 clusters
  Score: Raw -1766624.928681 + Penalty 3159.638845 = -1763465.289837
  nChanged 2
		SP:Iteration 51Q (158353.310000 sec): 3 clusters
  Score: Raw -1766626.152146 + Penalty 3159.638845 = -1763466.513301
  nChanged 4
		SP:Iteration 52Q (158353.620000 sec): 3 clusters
  Score: Raw -1766630.274155 + Penalty 3159.638845 = -1763470.635310
  nChanged 3
		SP:Iteration 53Q (158353.860000 sec): 3 clusters
  Score: Raw -1766631.540840 + Penalty 3159.638845 = -1763471.901995
  nChanged 4
		SP:Iteration 54Q (158354.130000 sec): 3 clusters
  Score: Raw -1766632.961609 + Penalty 3159.638845 = -1763473.322764
  nChanged 2
		SP:Iteration 55Q (158354.420000 sec): 3 clusters
  Score: Raw -1766633.906637 + Penalty 3159.638845 = -1763474.267792
  nChanged 0
		SP:Iteration 56F (158354.690000 sec): 3 clusters
  Score: Raw -1766633.906637 + Penalty 3159.638845 = -1763474.267792
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 68 (263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158354.850000 sec): 2 clusters
  Score: Raw -26808.592241 + Penalty 905.475030 = -25903.117210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158355.060000 sec): 3 clusters
  Score: Raw -26867.485728 + Penalty 1810.950060 = -25056.535668
  nChanged 36
		SP:Iteration 1F (158355.210000 sec): 3 clusters
  Score: Raw -26956.918610 + Penalty 1810.950060 = -25145.968550
  nChanged 8
		SP:Iteration 2Q (158355.390000 sec): 3 clusters
  Score: Raw -26977.324082 + Penalty 1810.950060 = -25166.374021
  nChanged 4
		SP:Iteration 3Q (158355.600000 sec): 3 clusters
  Score: Raw -26988.524545 + Penalty 1810.950060 = -25177.574484
  nChanged 2
		SP:Iteration 4Q (158355.850000 sec): 3 clusters
  Score: Raw -26994.550140 + Penalty 1810.950060 = -25183.600080
  nChanged 0
		SP:Iteration 5F (158356.110000 sec): 3 clusters
  Score: Raw -26994.550140 + Penalty 1810.950060 = -25183.600080
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 69 (1396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158356.230000 sec): 2 clusters
  Score: Raw -117472.488794 + Penalty 1176.722021 = -116295.766773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158356.410000 sec): 3 clusters
  Score: Raw -116974.170742 + Penalty 2353.444042 = -114620.726700
  nChanged 456
		SP:Iteration 1F (158356.530000 sec): 3 clusters
  Score: Raw -117340.230095 + Penalty 2353.444042 = -114986.786052
  nChanged 133
		SP:Iteration 2F (158356.760000 sec): 3 clusters
  Score: Raw -117507.430623 + Penalty 2353.444042 = -115153.986581
  nChanged 96
		SP:Iteration 3F (158356.920000 sec): 3 clusters
  Score: Raw -117614.134778 + Penalty 2353.444042 = -115260.690736
  nChanged 67
		SP:Iteration 4Q (158357.110000 sec): 3 clusters
  Score: Raw -117680.983993 + Penalty 2353.444042 = -115327.539951
  nChanged 51
		SP:Iteration 5Q (158357.330000 sec): 3 clusters
  Score: Raw -117741.053314 + Penalty 2353.444042 = -115387.609272
  nChanged 45
		SP:Iteration 6Q (158357.530000 sec): 3 clusters
  Score: Raw -117786.152414 + Penalty 2353.444042 = -115432.708372
  nChanged 38
		SP:Iteration 7Q (158357.690000 sec): 3 clusters
  Score: Raw -117831.471630 + Penalty 2353.444042 = -115478.027588
  nChanged 34
		SP:Iteration 8Q (158357.870000 sec): 3 clusters
  Score: Raw -117896.482780 + Penalty 2353.444042 = -115543.038738
  nChanged 43
		SP:Iteration 9Q (158358.110000 sec): 3 clusters
  Score: Raw -117941.376146 + Penalty 2353.444042 = -115587.932104
  nChanged 27
		SP:Iteration 10Q (158358.290000 sec): 3 clusters
  Score: Raw -117969.020608 + Penalty 2353.444042 = -115615.576566
  nChanged 19
		SP:Iteration 11Q (158358.510000 sec): 3 clusters
  Score: Raw -117995.642710 + Penalty 2353.444042 = -115642.198668
  nChanged 25
		SP:Iteration 12Q (158358.740000 sec): 3 clusters
  Score: Raw -118024.733198 + Penalty 2353.444042 = -115671.289156
  nChanged 25
		SP:Iteration 13Q (158358.940000 sec): 3 clusters
  Score: Raw -118048.038421 + Penalty 2353.444042 = -115694.594379
  nChanged 22
		SP:Iteration 14Q (158359.150000 sec): 3 clusters
  Score: Raw -118069.733357 + Penalty 2353.444042 = -115716.289315
  nChanged 18
		SP:Iteration 15Q (158359.370000 sec): 3 clusters
  Score: Raw -118086.203519 + Penalty 2353.444042 = -115732.759477
  nChanged 12
		SP:Iteration 16Q (158359.550000 sec): 3 clusters
  Score: Raw -118098.170250 + Penalty 2353.444042 = -115744.726208
  nChanged 16
		SP:Iteration 17Q (158359.730000 sec): 3 clusters
  Score: Raw -118108.425675 + Penalty 2353.444042 = -115754.981633
  nChanged 10
		SP:Iteration 18Q (158359.920000 sec): 3 clusters
  Score: Raw -118114.872092 + Penalty 2353.444042 = -115761.428050
  nChanged 11
		SP:Iteration 19Q (158360.150000 sec): 3 clusters
  Score: Raw -118127.163199 + Penalty 2353.444042 = -115773.719157
  nChanged 7
		SP:Iteration 20F (158360.300000 sec): 3 clusters
  Score: Raw -118133.702323 + Penalty 2353.444042 = -115780.258281
  nChanged 5
		SP:Iteration 21Q (158360.490000 sec): 3 clusters
  Score: Raw -118138.434429 + Penalty 2353.444042 = -115784.990387
  nChanged 6
		SP:Iteration 22Q (158360.690000 sec): 3 clusters
  Score: Raw -118142.920116 + Penalty 2353.444042 = -115789.476074
  nChanged 1
		SP:Iteration 23Q (158360.890000 sec): 3 clusters
  Score: Raw -118143.284407 + Penalty 2353.444042 = -115789.840365
  nChanged 3
		SP:Iteration 24Q (158361.080000 sec): 3 clusters
  Score: Raw -118144.717797 + Penalty 2353.444042 = -115791.273755
  nChanged 1
		SP:Iteration 25Q (158361.260000 sec): 3 clusters
  Score: Raw -118145.078616 + Penalty 2353.444042 = -115791.634574
  nChanged 0
		SP:Iteration 26F (158361.440000 sec): 3 clusters
  Score: Raw -118145.078616 + Penalty 2353.444042 = -115791.634574
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 70 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158361.550000 sec): 2 clusters
  Score: Raw -30588.844159 + Penalty 923.581712 = -29665.262447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158361.720000 sec): 3 clusters
  Score: Raw -30617.117499 + Penalty 1847.163424 = -28769.954074
  nChanged 47
		SP:Iteration 1F (158361.950000 sec): 3 clusters
  Score: Raw -30714.848541 + Penalty 1847.163424 = -28867.685117
  nChanged 13
		SP:Iteration 2Q (158362.120000 sec): 3 clusters
  Score: Raw -30744.579953 + Penalty 1847.163424 = -28897.416529
  nChanged 6
		SP:Iteration 3Q (158362.300000 sec): 3 clusters
  Score: Raw -30763.361918 + Penalty 1847.163424 = -28916.198493
  nChanged 7
		SP:Iteration 4Q (158362.480000 sec): 3 clusters
  Score: Raw -30788.451361 + Penalty 1847.163424 = -28941.287937
  nChanged 2
		SP:Iteration 5Q (158362.670000 sec): 3 clusters
  Score: Raw -30794.947884 + Penalty 1847.163424 = -28947.784460
  nChanged 1
		SP:Iteration 6Q (158362.860000 sec): 3 clusters
  Score: Raw -30798.885257 + Penalty 1847.163424 = -28951.721832
  nChanged 1
		SP:Iteration 7Q (158363.050000 sec): 3 clusters
  Score: Raw -30805.929918 + Penalty 1847.163424 = -28958.766494
  nChanged 2
		SP:Iteration 8Q (158363.250000 sec): 3 clusters
  Score: Raw -30816.756345 + Penalty 1847.163424 = -28969.592921
  nChanged 2
		SP:Iteration 9Q (158363.460000 sec): 3 clusters
  Score: Raw -30823.436352 + Penalty 1847.163424 = -28976.272927
  nChanged 2
		SP:Iteration 10Q (158363.650000 sec): 3 clusters
  Score: Raw -30829.226604 + Penalty 1847.163424 = -28982.063180
  nChanged 2
		SP:Iteration 11Q (158363.870000 sec): 3 clusters
  Score: Raw -30831.986297 + Penalty 1847.163424 = -28984.822872
  nChanged 1
		SP:Iteration 12Q (158364.070000 sec): 3 clusters
  Score: Raw -30839.147331 + Penalty 1847.163424 = -28991.983906
  nChanged 1
		SP:Iteration 13Q (158364.300000 sec): 3 clusters
  Score: Raw -30841.113034 + Penalty 1847.163424 = -28993.949610
  nChanged 0
		SP:Iteration 14F (158364.480000 sec): 3 clusters
  Score: Raw -30841.113034 + Penalty 1847.163424 = -28993.949610
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 71 (2547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158364.610000 sec): 2 clusters
  Score: Raw -278719.905987 + Penalty 1274.434115 = -277445.471872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158364.850000 sec): 3 clusters
  Score: Raw -277548.409294 + Penalty 2548.868229 = -274999.541065
  nChanged 944
		SP:Iteration 1F (158365.050000 sec): 3 clusters
  Score: Raw -278146.952534 + Penalty 2548.868229 = -275598.084305
  nChanged 187
		SP:Iteration 2F (158365.230000 sec): 3 clusters
  Score: Raw -278271.881809 + Penalty 2548.868229 = -275723.013580
  nChanged 150
		SP:Iteration 3F (158365.490000 sec): 3 clusters
  Score: Raw -278385.830628 + Penalty 2548.868229 = -275836.962399
  nChanged 135
		SP:Iteration 4F (158365.690000 sec): 3 clusters
  Score: Raw -278488.943108 + Penalty 2548.868229 = -275940.074879
  nChanged 99
		SP:Iteration 5Q (158365.910000 sec): 3 clusters
  Score: Raw -278562.167926 + Penalty 2548.868229 = -276013.299696
  nChanged 87
		SP:Iteration 6Q (158366.130000 sec): 3 clusters
  Score: Raw -278616.247119 + Penalty 2548.868229 = -276067.378889
  nChanged 75
		SP:Iteration 7Q (158366.250000 sec): 3 clusters
  Score: Raw -278668.975462 + Penalty 2548.868229 = -276120.107232
  nChanged 59
		SP:Iteration 8Q (158366.470000 sec): 3 clusters
  Score: Raw -278703.708470 + Penalty 2548.868229 = -276154.840241
  nChanged 34
		SP:Iteration 9Q (158366.670000 sec): 3 clusters
  Score: Raw -278725.795344 + Penalty 2548.868229 = -276176.927115
  nChanged 35
		SP:Iteration 10Q (158366.880000 sec): 3 clusters
  Score: Raw -278745.455464 + Penalty 2548.868229 = -276196.587235
  nChanged 27
		SP:Iteration 11Q (158367.000000 sec): 3 clusters
  Score: Raw -278756.643250 + Penalty 2548.868229 = -276207.775021
  nChanged 15
		SP:Iteration 12Q (158367.190000 sec): 3 clusters
  Score: Raw -278763.393414 + Penalty 2548.868229 = -276214.525185
  nChanged 10
		SP:Iteration 13Q (158367.390000 sec): 3 clusters
  Score: Raw -278767.779470 + Penalty 2548.868229 = -276218.911241
  nChanged 12
		SP:Iteration 14Q (158367.560000 sec): 3 clusters
  Score: Raw -278772.006427 + Penalty 2548.868229 = -276223.138198
  nChanged 12
		SP:Iteration 15Q (158367.760000 sec): 3 clusters
  Score: Raw -278778.579614 + Penalty 2548.868229 = -276229.711384
  nChanged 9
		SP:Iteration 16Q (158367.950000 sec): 3 clusters
  Score: Raw -278782.187977 + Penalty 2548.868229 = -276233.319748
  nChanged 4
		SP:Iteration 17Q (158368.120000 sec): 3 clusters
  Score: Raw -278783.471488 + Penalty 2548.868229 = -276234.603258
  nChanged 3
		SP:Iteration 18Q (158368.390000 sec): 3 clusters
  Score: Raw -278784.156231 + Penalty 2548.868229 = -276235.288002
  nChanged 1
		SP:Iteration 19Q (158368.530000 sec): 3 clusters
  Score: Raw -278784.414922 + Penalty 2548.868229 = -276235.546693
  nChanged 1
		SP:Iteration 20F (158368.710000 sec): 3 clusters
  Score: Raw -278784.688552 + Penalty 2548.868229 = -276235.820323
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 72 (469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158368.840000 sec): 2 clusters
  Score: Raw -50105.316582 + Penalty 999.472950 = -49105.843632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158369.010000 sec): 3 clusters
  Score: Raw -50048.741776 + Penalty 1998.945900 = -48049.795876
  nChanged 107
		SP:Iteration 1F (158369.240000 sec): 3 clusters
  Score: Raw -50179.934559 + Penalty 1998.945900 = -48180.988659
  nChanged 18
		SP:Iteration 2Q (158369.420000 sec): 3 clusters
  Score: Raw -50214.370799 + Penalty 1998.945900 = -48215.424899
  nChanged 8
		SP:Iteration 3Q (158369.620000 sec): 3 clusters
  Score: Raw -50229.884303 + Penalty 1998.945900 = -48230.938404
  nChanged 5
		SP:Iteration 4Q (158369.750000 sec): 3 clusters
  Score: Raw -50235.806175 + Penalty 1998.945900 = -48236.860275
  nChanged 2
		SP:Iteration 5Q (158369.900000 sec): 3 clusters
  Score: Raw -50238.170139 + Penalty 1998.945900 = -48239.224239
  nChanged 2
		SP:Iteration 6Q (158370.000000 sec): 3 clusters
  Score: Raw -50240.749860 + Penalty 1998.945900 = -48241.803960
  nChanged 1
		SP:Iteration 7Q (158370.130000 sec): 3 clusters
  Score: Raw -50241.257042 + Penalty 1998.945900 = -48242.311143
  nChanged 1
		SP:Iteration 8Q (158370.280000 sec): 3 clusters
  Score: Raw -50241.917135 + Penalty 1998.945900 = -48242.971235
  nChanged 1
		SP:Iteration 9Q (158370.380000 sec): 3 clusters
  Score: Raw -50242.456593 + Penalty 1998.945900 = -48243.510694
  nChanged 4
		SP:Iteration 10Q (158370.540000 sec): 3 clusters
  Score: Raw -50246.918998 + Penalty 1998.945900 = -48247.973098
  nChanged 4
		SP:Iteration 11Q (158370.670000 sec): 3 clusters
  Score: Raw -50250.882333 + Penalty 1998.945900 = -48251.936433
  nChanged 2
		SP:Iteration 12Q (158370.810000 sec): 3 clusters
  Score: Raw -50251.561184 + Penalty 1998.945900 = -48252.615284
  nChanged 0
		SP:Iteration 13F (158370.970000 sec): 3 clusters
  Score: Raw -50251.561184 + Penalty 1998.945900 = -48252.615284
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 73 (8208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158371.080000 sec): 2 clusters
  Score: Raw -925931.563378 + Penalty 1464.590492 = -924466.972886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158371.330000 sec): 3 clusters
  Score: Raw -921379.317543 + Penalty 2929.180984 = -918450.136559
  nChanged 3436
		SP:Iteration 1F (158371.530000 sec): 3 clusters
  Score: Raw -923159.838084 + Penalty 2929.180984 = -920230.657100
  nChanged 458
		SP:Iteration 2F (158371.730000 sec): 3 clusters
  Score: Raw -923338.666379 + Penalty 2929.180984 = -920409.485395
  nChanged 362
		SP:Iteration 3Q (158371.880000 sec): 3 clusters
  Score: Raw -923471.006549 + Penalty 2929.180984 = -920541.825565
  nChanged 316
		SP:Iteration 4Q (158372.110000 sec): 3 clusters
  Score: Raw -923582.514000 + Penalty 2929.180984 = -920653.333016
  nChanged 259
		SP:Iteration 5Q (158372.390000 sec): 3 clusters
  Score: Raw -923667.828257 + Penalty 2929.180984 = -920738.647273
  nChanged 230
		SP:Iteration 6Q (158372.640000 sec): 3 clusters
  Score: Raw -923739.919372 + Penalty 2929.180984 = -920810.738387
  nChanged 187
		SP:Iteration 7Q (158372.870000 sec): 3 clusters
  Score: Raw -923802.283790 + Penalty 2929.180984 = -920873.102806
  nChanged 183
		SP:Iteration 8Q (158373.100000 sec): 3 clusters
  Score: Raw -923870.867549 + Penalty 2929.180984 = -920941.686565
  nChanged 219
		SP:Iteration 9Q (158373.270000 sec): 3 clusters
  Score: Raw -923960.692223 + Penalty 2929.180984 = -921031.511239
  nChanged 245
		SP:Iteration 10Q (158373.530000 sec): 3 clusters
  Score: Raw -924075.642945 + Penalty 2929.180984 = -921146.461960
  nChanged 295
		SP:Iteration 11Q (158373.730000 sec): 3 clusters
  Score: Raw -924229.212798 + Penalty 2929.180984 = -921300.031814
  nChanged 337
		SP:Iteration 12Q (158373.970000 sec): 3 clusters
  Score: Raw -924444.298597 + Penalty 2929.180984 = -921515.117612
  nChanged 369
		SP:Iteration 13Q (158374.140000 sec): 3 clusters
  Score: Raw -924677.868572 + Penalty 2929.180984 = -921748.687588
  nChanged 389
		SP:Iteration 14Q (158374.380000 sec): 3 clusters
  Score: Raw -924982.720665 + Penalty 2929.180984 = -922053.539681
  nChanged 379
		SP:Iteration 15Q (158374.560000 sec): 3 clusters
  Score: Raw -925304.253833 + Penalty 2929.180984 = -922375.072849
  nChanged 284
		SP:Iteration 16Q (158374.790000 sec): 3 clusters
  Score: Raw -925555.345251 + Penalty 2929.180984 = -922626.164267
  nChanged 211
		SP:Iteration 17Q (158375.060000 sec): 3 clusters
  Score: Raw -925751.161687 + Penalty 2929.180984 = -922821.980702
  nChanged 136
		SP:Iteration 18Q (158375.300000 sec): 3 clusters
  Score: Raw -925872.676749 + Penalty 2929.180984 = -922943.495764
  nChanged 71
		SP:Iteration 19Q (158375.480000 sec): 3 clusters
  Score: Raw -925947.080329 + Penalty 2929.180984 = -923017.899345
  nChanged 53
		SP:Iteration 20F (158375.720000 sec): 3 clusters
  Score: Raw -925999.765910 + Penalty 2929.180984 = -923070.584926
  nChanged 31
		SP:Iteration 21Q (158375.920000 sec): 3 clusters
  Score: Raw -926032.915697 + Penalty 2929.180984 = -923103.734713
  nChanged 24
		SP:Iteration 22Q (158376.120000 sec): 3 clusters
  Score: Raw -926060.066000 + Penalty 2929.180984 = -923130.885016
  nChanged 22
		SP:Iteration 23Q (158376.340000 sec): 3 clusters
  Score: Raw -926092.692058 + Penalty 2929.180984 = -923163.511073
  nChanged 15
		SP:Iteration 24Q (158376.540000 sec): 3 clusters
  Score: Raw -926109.455048 + Penalty 2929.180984 = -923180.274064
  nChanged 8
		SP:Iteration 25Q (158376.720000 sec): 3 clusters
  Score: Raw -926120.272549 + Penalty 2929.180984 = -923191.091564
  nChanged 4
		SP:Iteration 26Q (158376.910000 sec): 3 clusters
  Score: Raw -926124.433508 + Penalty 2929.180984 = -923195.252524
  nChanged 6
		SP:Iteration 27Q (158377.140000 sec): 3 clusters
  Score: Raw -926131.000716 + Penalty 2929.180984 = -923201.819732
  nChanged 3
		SP:Iteration 28Q (158377.320000 sec): 3 clusters
  Score: Raw -926135.829704 + Penalty 2929.180984 = -923206.648719
  nChanged 6
		SP:Iteration 29Q (158377.530000 sec): 3 clusters
  Score: Raw -926142.314931 + Penalty 2929.180984 = -923213.133947
  nChanged 3
		SP:Iteration 30Q (158377.780000 sec): 3 clusters
  Score: Raw -926146.533690 + Penalty 2929.180984 = -923217.352706
  nChanged 2
		SP:Iteration 31Q (158378.040000 sec): 3 clusters
  Score: Raw -926148.528212 + Penalty 2929.180984 = -923219.347227
  nChanged 2
		SP:Iteration 32Q (158378.300000 sec): 3 clusters
  Score: Raw -926150.653871 + Penalty 2929.180984 = -923221.472886
  nChanged 2
		SP:Iteration 33Q (158378.440000 sec): 3 clusters
  Score: Raw -926153.043199 + Penalty 2929.180984 = -923223.862215
  nChanged 0
		SP:Iteration 34F (158378.640000 sec): 3 clusters
  Score: Raw -926153.043199 + Penalty 2929.180984 = -923223.862215
  nChanged 0
Memory request: 0.00 GB would take us to total of 9.89 GB.

 Trying to split cluster 74 (164305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (158379.530000 sec): 2 clusters
  Score: Raw -17126834.960625 + Penalty 1951.540457 = -17124883.420168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (158380.570000 sec): 3 clusters
  Score: Raw -17018484.170043 + Penalty 3903.080914 = -17014581.089129
  nChanged 79154
		SP:Iteration 1F (158381.510000 sec): 3 clusters
  Score: Raw -17065819.715415 + Penalty 3903.080914 = -17061916.634501
  nChanged 5742
		SP:Iteration 2Q (158382.460000 sec): 3 clusters
  Score: Raw -17067325.163581 + Penalty 3903.080914 = -17063422.082667
  nChanged 6232
		SP:Iteration 3Q (158383.650000 sec): 3 clusters
  Score: Raw -17069251.800961 + Penalty 3903.080914 = -17065348.720047
  nChanged 7023
		SP:Iteration 4Q (158384.800000 sec): 3 clusters
  Score: Raw -17071775.317852 + Penalty 3903.080914 = -17067872.236938
  nChanged 7963
		SP:Iteration 5Q (158385.800000 sec): 3 clusters
  Score: Raw -17075175.919719 + Penalty 3903.080914 = -17071272.838805
  nChanged 8980
		SP:Iteration 6F (158386.840000 sec): 3 clusters
  Score: Raw -17079609.191981 + Penalty 3903.080914 = -17075706.111067
  nChanged 9728
		SP:Iteration 7F (158387.840000 sec): 3 clusters
  Score: Raw -17085255.404890 + Penalty 3903.080914 = -17081352.323976
  nChanged 10117
		SP:Iteration 8F (158388.870000 sec): 3 clusters
  Score: Raw -17092216.075603 + Penalty 3903.080914 = -17088312.994689
  nChanged 9638
		SP:Iteration 9F (158389.820000 sec): 3 clusters
  Score: Raw -17100314.537260 + Penalty 3903.080914 = -17096411.456345
  nChanged 8496
		SP:Iteration 10F (158390.750000 sec): 3 clusters
  Score: Raw -17108247.851113 + Penalty 3903.080914 = -17104344.770199
  nChanged 6567
		SP:Iteration 11Q (158391.640000 sec): 3 clusters
  Score: Raw -17113818.438255 + Penalty 3903.080914 = -17109915.357341
  nChanged 4644
		SP:Iteration 12Q (158392.720000 sec): 3 clusters
  Score: Raw -17117059.998917 + Penalty 3903.080914 = -17113156.918002
  nChanged 3412
		SP:Iteration 13Q (158393.650000 sec): 3 clusters
  Score: Raw -17119106.466002 + Penalty 3903.080914 = -17115203.385088
  nChanged 2749
		SP:Iteration 14Q (158394.660000 sec): 3 clusters
  Score: Raw -17120597.531823 + Penalty 3903.080914 = -17116694.450909
  nChanged 2312
		SP:Iteration 15Q (158395.650000 sec): 3 clusters
  Score: Raw -17121779.026791 + Penalty 3903.080914 = -17117875.945877
  nChanged 2069
		SP:Iteration 16Q (158396.500000 sec): 3 clusters
  Score: Raw -17122801.987831 + Penalty 3903.080914 = -17118898.906917
  nChanged 1839
		SP:Iteration 17Q (158397.520000 sec): 3 clusters
  Score: Raw -17123674.699969 + Penalty 3903.080914 = -17119771.619055
  nChanged 1595
		SP:Iteration 18Q (158398.410000 sec): 3 clusters
  Score: Raw -17124411.604341 + Penalty 3903.080914 = -17120508.523427
  nChanged 1423
		SP:Iteration 19Q (158399.230000 sec): 3 clusters
  Score: Raw -17125056.749049 + Penalty 3903.080914 = -17121153.668135
  nChanged 1242
		SP:Iteration 20F (158400.140000 sec): 3 clusters
  Score: Raw -17125603.862688 + Penalty 3903.080914 = -17121700.781774
  nChanged 1014
		SP:Iteration 21Q (158401.090000 sec): 3 clusters
  Score: Raw -17126027.657278 + Penalty 3903.080914 = -17122124.576364
  nChanged 878
		SP:Iteration 22Q (158401.980000 sec): 3 clusters
  Score: Raw -17126375.390655 + Penalty 3903.080914 = -17122472.309741
  nChanged 732
		SP:Iteration 23Q (158402.860000 sec): 3 clusters
  Score: Raw -17126649.573854 + Penalty 3903.080914 = -17122746.492940
  nChanged 626
		SP:Iteration 24Q (158403.680000 sec): 3 clusters
  Score: Raw -17126877.272091 + Penalty 3903.080914 = -17122974.191176
  nChanged 549
		SP:Iteration 25Q (158404.420000 sec): 3 clusters
  Score: Raw -17127064.964055 + Penalty 3903.080914 = -17123161.883141
  nChanged 467
		SP:Iteration 26Q (158405.180000 sec): 3 clusters
  Score: Raw -17127221.108772 + Penalty 3903.080914 = -17123318.027858
  nChanged 398
		SP:Iteration 27Q (158406.120000 sec): 3 clusters
  Score: Raw -17127340.940491 + Penalty 3903.080914 = -17123437.859577
  nChanged 342
		SP:Iteration 28Q (158406.960000 sec): 3 clusters
  Score: Raw -17127436.799916 + Penalty 3903.080914 = -17123533.719002
  nChanged 264
		SP:Iteration 29Q (158407.830000 sec): 3 clusters
  Score: Raw -17127505.505234 + Penalty 3903.080914 = -17123602.424320
  nChanged 202
		SP:Iteration 30Q (158408.670000 sec): 3 clusters
  Score: Raw -17127552.463643 + Penalty 3903.080914 = -17123649.382729
  nChanged 157
		SP:Iteration 31Q (158409.520000 sec): 3 clusters
  Score: Raw -17127584.115599 + Penalty 3903.080914 = -17123681.034685
  nChanged 115
		SP:Iteration 32Q (158410.340000 sec): 3 clusters
  Score: Raw -17127603.610290 + Penalty 3903.080914 = -17123700.529376
  nChanged 97
		SP:Iteration 33Q (158411.210000 sec): 3 clusters
  Score: Raw -17127621.054837 + Penalty 3903.080914 = -17123717.973923
  nChanged 82
		SP:Iteration 34Q (158412.040000 sec): 3 clusters
  Score: Raw -17127633.666193 + Penalty 3903.080914 = -17123730.585279
  nChanged 65
		SP:Iteration 35Q (158412.820000 sec): 3 clusters
  Score: Raw -17127644.657418 + Penalty 3903.080914 = -17123741.576504
  nChanged 58
		SP:Iteration 36Q (158413.620000 sec): 3 clusters
  Score: Raw -17127655.681063 + Penalty 3903.080914 = -17123752.600149
  nChanged 62
		SP:Iteration 37Q (158414.660000 sec): 3 clusters
  Score: Raw -17127667.072550 + Penalty 3903.080914 = -17123763.991636
  nChanged 47
		SP:Iteration 38Q (158415.690000 sec): 3 clusters
  Score: Raw -17127674.770848 + Penalty 3903.080914 = -17123771.689934
  nChanged 55
		SP:Iteration 39Q (158416.710000 sec): 3 clusters
  Score: Raw -17127683.408654 + Penalty 3903.080914 = -17123780.327740
  nChanged 44
		SP:Iteration 40F (158417.840000 sec): 3 clusters
  Score: Raw -17127690.334309 + Penalty 3903.080914 = -17123787.253395
  nChanged 45
		SP:Iteration 41Q (158418.990000 sec): 3 clusters
  Score: Raw -17127697.313392 + Penalty 3903.080914 = -17123794.232478
  nChanged 35
		SP:Iteration 42Q (158420.070000 sec): 3 clusters
  Score: Raw -17127702.589586 + Penalty 3903.080914 = -17123799.508672
  nChanged 36
		SP:Iteration 43Q (158420.860000 sec): 3 clusters
  Score: Raw -17127707.907538 + Penalty 3903.080914 = -17123804.826624
  nChanged 41
		SP:Iteration 44Q (158421.670000 sec): 3 clusters
  Score: Raw -17127713.742691 + Penalty 3903.080914 = -17123810.661777
  nChanged 38
		SP:Iteration 45Q (158422.420000 sec): 3 clusters
  Score: Raw -17127720.078373 + Penalty 3903.080914 = -17123816.997459
  nChanged 38
		SP:Iteration 46Q (158423.180000 sec): 3 clusters
  Score: Raw -17127726.672094 + Penalty 3903.080914 = -17123823.591180
  nChanged 40
		SP:Iteration 47Q (158423.970000 sec): 3 clusters
  Score: Raw -17127732.807721 + Penalty 3903.080914 = -17123829.726807
  nChanged 42
		SP:Iteration 48Q (158424.850000 sec): 3 clusters
  Score: Raw -17127738.410179 + Penalty 3903.080914 = -17123835.329264
  nChanged 26
		SP:Iteration 49Q (158425.770000 sec): 3 clusters
  Score: Raw -17127741.699843 + Penalty 3903.080914 = -17123838.618929
  nChanged 22
		SP:Iteration 50Q (158426.690000 sec): 3 clusters
  Score: Raw -17127744.729371 + Penalty 3903.080914 = -17123841.648457
  nChanged 20
		SP:Iteration 51Q (158427.570000 sec): 3 clusters
  Score: Raw -17127747.542749 + Penalty 3903.080914 = -17123844.461835
  nChanged 23
		SP:Iteration 52Q (158428.430000 sec): 3 clusters
  Score: Raw -17127750.693774 + Penalty 3903.080914 = -17123847.612860
  nChanged 17
		SP:Iteration 53Q (158429.400000 sec): 3 clusters
  Score: Raw -17127752.573754 + Penalty 3903.080914 = -17123849.492840
  nChanged 13
		SP:Iteration 54Q (158430.260000 sec): 3 clusters
  Score: Raw -17127753.898723 + Penalty 3903.080914 = -17123850.817809
  nChanged 10
		SP:Iteration 55Q (158431.140000 sec): 3 clusters
  Score: Raw -17127754.759200 + Penalty 3903.080914 = -17123851.678286
  nChanged 7
		SP:Iteration 56Q (158432.040000 sec): 3 clusters
  Score: Raw -17127755.487095 + Penalty 3903.080914 = -17123852.406181
  nChanged 7
		SP:Iteration 57Q (158432.800000 sec): 3 clusters
  Score: Raw -17127756.358673 + Penalty 3903.080914 = -17123853.277759
  nChanged 7
		SP:Iteration 58Q (158433.700000 sec): 3 clusters
  Score: Raw -17127756.997481 + Penalty 3903.080914 = -17123853.916567
  nChanged 6
		SP:Iteration 59Q (158434.590000 sec): 3 clusters
  Score: Raw -17127757.450096 + Penalty 3903.080914 = -17123854.369182
  nChanged 4
		SP:Iteration 60F (158435.540000 sec): 3 clusters
  Score: Raw -17127757.881655 + Penalty 3903.080914 = -17123854.800741
  nChanged 5
		SP:Iteration 61Q (158436.480000 sec): 3 clusters
  Score: Raw -17127758.251782 + Penalty 3903.080914 = -17123855.170868
  nChanged 6
		SP:Iteration 62Q (158437.520000 sec): 3 clusters
  Score: Raw -17127758.961699 + Penalty 3903.080914 = -17123855.880785
  nChanged 5
		SP:Iteration 63Q (158438.480000 sec): 3 clusters
  Score: Raw -17127759.456757 + Penalty 3903.080914 = -17123856.375843
  nChanged 3
		SP:Iteration 64Q (158439.410000 sec): 3 clusters
  Score: Raw -17127759.900971 + Penalty 3903.080914 = -17123856.820057
  nChanged 6
		SP:Iteration 65Q (158440.410000 sec): 3 clusters
  Score: Raw -17127760.627616 + Penalty 3903.080914 = -17123857.546702
  nChanged 9
		SP:Iteration 66Q (158441.270000 sec): 3 clusters
  Score: Raw -17127761.768185 + Penalty 3903.080914 = -17123858.687270
  nChanged 9
		SP:Iteration 67Q (158442.220000 sec): 3 clusters
  Score: Raw -17127762.915960 + Penalty 3903.080914 = -17123859.835046
  nChanged 6
		SP:Iteration 68Q (158443.050000 sec): 3 clusters
  Score: Raw -17127763.728329 + Penalty 3903.080914 = -17123860.647415
  nChanged 6
		SP:Iteration 69Q (158443.930000 sec): 3 clusters
  Score: Raw -17127764.552689 + Penalty 3903.080914 = -17123861.471775
  nChanged 6
		SP:Iteration 70Q (158444.670000 sec): 3 clusters
  Score: Raw -17127765.517459 + Penalty 3903.080914 = -17123862.436545
  nChanged 10
		SP:Iteration 71Q (158445.600000 sec): 3 clusters
  Score: Raw -17127766.643432 + Penalty 3903.080914 = -17123863.562518
  nChanged 4
		SP:Iteration 72Q (158446.490000 sec): 3 clusters
  Score: Raw -17127767.187935 + Penalty 3903.080914 = -17123864.107021
  nChanged 6
		SP:Iteration 73Q (158447.480000 sec): 3 clusters
  Score: Raw -17127768.162384 + Penalty 3903.080914 = -17123865.081470
  nChanged 7
		SP:Iteration 74Q (158448.530000 sec): 3 clusters
  Score: Raw -17127769.002547 + Penalty 3903.080914 = -17123865.921633
  nChanged 7
		SP:Iteration 75Q (158449.390000 sec): 3 clusters
  Score: Raw -17127769.876524 + Penalty 3903.080914 = -17123866.795610
  nChanged 6
		SP:Iteration 76Q (158450.440000 sec): 3 clusters
  Score: Raw -17127770.606080 + Penalty 3903.080914 = -17123867.525166
  nChanged 5
		SP:Iteration 77Q (158451.440000 sec): 3 clusters
  Score: Raw -17127771.238034 + Penalty 3903.080914 = -17123868.157120
  nChanged 5
		SP:Iteration 78Q (158452.380000 sec): 3 clusters
  Score: Raw -17127771.766203 + Penalty 3903.080914 = -17123868.685289
  nChanged 3
		SP:Iteration 79Q (158453.240000 sec): 3 clusters
  Score: Raw -17127772.049132 + Penalty 3903.080914 = -17123868.968217
  nChanged 4
		SP:Iteration 80F (158454.210000 sec): 3 clusters
  Score: Raw -17127772.275269 + Penalty 3903.080914 = -17123869.194355
  nChanged 0
------ Evaluating fit on full set of 4094919 points ------
  Score: Raw -414289811.087703 + Penalty 183083.721376 = -414106727.366327
Time taken for this iteration:86566.130000 seconds.
 21->75 Clusters: Score -414106727.366327, best is -414144599.617220

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 106840 (time per iteration =447.536418 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 2646529304832.000000 (time per metric unit =18.066980ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 63516703315968.000000 (time per metric unit=752.790815ps)

That took 47814.790858 seconds.
